diff --git a/Evaluation.ipynb b/Evaluation.ipynb new file mode 100644 index 0000000..1b758d7 --- /dev/null +++ b/Evaluation.ipynb @@ -0,0 +1,117 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import os\n", + "import pickle as pkl" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "scenarios = ['ff1data1', 'ff_3data1']\n", + "\n", + "# print(jobs)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Scenario: ff1data1 (774 toys)\n", + "Ctt mean: -0.48720672012457983\n", + "Ctt error: 0.220275011013615\n", + "95% sensitivity: 0.0008151541520144099\n", + "95% sensitivity: 0.0010597003976187329 (CLs increase added) \n", + "\n", + "Scenario: ff_3data1 (782 toys)\n", + "Ctt mean: -0.4443376108842471\n", + "Ctt error: 0.21382619416763946\n", + "95% sensitivity: 0.0007681235740452465\n", + "95% sensitivity: 0.0009985606462588204 (CLs increase added) \n", + "\n" + ] + } + ], + "source": [ + "for scenario in scenarios:\n", + " jobs = os.listdir('{}/finished'.format(scenario))\n", + " Ctt = np.array([])\n", + " Ctt_err = np.array([])\n", + " for job in jobs:\n", + " with open('{0}/finished/{1}/data/results/Ctt_list.pkl'.format(scenario, job), 'rb') as f:\n", + " x = pkl.load(f)\n", + " Ctt = np.append(Ctt, x)\n", + "\n", + " with open('{0}/finished/{1}/data/results/Ctt_error_list.pkl'.format(scenario, job), 'rb') as f:\n", + " x = pkl.load(f)\n", + " Ctt_err = np.append(Ctt_err, x)\n", + " \n", + " print('Scenario: {1} ({0} toys)'.format(len(Ctt), scenario))\n", + "\n", + " print(\"Ctt mean: {}\".format(np.mean(Ctt)))\n", + " print('Ctt error: {}'.format(np.mean(Ctt_err)))\n", + "\n", + " err2 = 2*np.mean(Ctt_err)\n", + "\n", + " print('95% sensitivity: {}'.format(err2**2*4.2/1000))\n", + " print('95% sensitivity: {} (CLs increase added) \\n'.format(err2**2*4.2/1000*1.3))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/finished fits/.ipynb_checkpoints/Evaluation-checkpoint.ipynb b/finished fits/.ipynb_checkpoints/Evaluation-checkpoint.ipynb deleted file mode 100644 index 7ee7479..0000000 --- a/finished fits/.ipynb_checkpoints/Evaluation-checkpoint.ipynb +++ /dev/null @@ -1,121 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import os\n", - "import pickle as pkl" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "ename": "OSError", - "evalue": "[WinError 123] The filename, directory name, or volume label syntax is incorrect: '.*'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mOSError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mjobs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mos\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlistdir\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'ff1data1/finished'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mos\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlistdir\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'.*'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;31m# print(jobs)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mOSError\u001b[0m: [WinError 123] The filename, directory name, or volume label syntax is incorrect: '.*'" - ] - } - ], - "source": [ - "jobs = os.listdir('ff1data1/finished')\n", - "\n", - "os.listdir('.*')\n", - "# print(jobs)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "Ctt = np.array([])\n", - "Ctt_err = np.array([])\n", - "\n", - "for job in jobs:\n", - " with open('ff1data1/finished/{}/data/results/Ctt_list.pkl'.format(job), 'rb') as f:\n", - " x = pkl.load(f)\n", - " Ctt = np.append(Ctt, x)\n", - " \n", - " with open('ff1data1/finished/{}/data/results/Ctt_error_list.pkl'.format(job), 'rb') as f:\n", - " x = pkl.load(f)\n", - " Ctt_err = np.append(Ctt_err, x)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Ctt mean: -0.47938140165503934\n", - "Ctt error: 0.21563337602896776\n", - "95% sensitivity: 0.0007811622480085236\n", - "95% sensitivity: 0.0010155109224110807 (CLs increase added)\n" - ] - } - ], - "source": [ - "print('Nr. of toys: {} (ff1)')\n", - "\n", - "print(\"Ctt mean: {}\".format(np.mean(Ctt)))\n", - "print('Ctt error: {}'.format(np.mean(Ctt_err)))\n", - "\n", - "err2 = 2*np.mean(Ctt_err)\n", - "\n", - "print('95% sensitivity: {}'.format(err2**2*4.2/1000))\n", - "print('95% sensitivity: {} (CLs increase added)'.format(err2**2*4.2/1000*1.3))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/finished fits/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/finished fits/.ipynb_checkpoints/Untitled-checkpoint.ipynb deleted file mode 100644 index cb01b5e..0000000 --- a/finished fits/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ /dev/null @@ -1,78 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import os" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['2247847', '2247848', '2247849', '2247850', '2247851', '2247852', '2247853', '2247854', '2247855', '2247856', '2247857', '2247858', '2247859', '2247860', '2247861', '2247862', '2247863', '2247864', '2247865', '2247866', '2247867', '2247868', '2247869', '2247870', '2247871', '2247872', '2247873', '2247874', '2247875', '2247876', '2247877', '2247878', '2247879', '2247880', '2247882', '2247884', '2247885']\n" - ] - } - ], - "source": [ - "jobs = os.listdir('ff1data1/finished')\n", - "# print(jobs)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "Ctt = np.array([])\n", - "Ctt_err = np.array([])\n", - "\n", - "for job in jobs:\n", - " with open('ff1data1/finished/{}/data/results/Ctt_list.pkl'.format(job), 'rb') as f:\n", - " x = pickle.load(f)\n", - " Ctt = np.append(Ctt, x)\n", - " \n", - " with open('ff1data1/finished/{}/data/results/Ctt_error_list.pkl'.format(job), 'rb') as f:\n", - " x = pickle.load(f)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/finished fits/Evaluation.ipynb b/finished fits/Evaluation.ipynb deleted file mode 100644 index 50b47d4..0000000 --- a/finished fits/Evaluation.ipynb +++ /dev/null @@ -1,117 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import os\n", - "import pickle as pkl" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "scenarios = ['ff1data1', 'ff_3data1']\n", - "\n", - "# print(jobs)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Scenario: ff1data1 (774 toys)\n", - "Ctt mean: -0.48720672012457983\n", - "Ctt error: 0.220275011013615\n", - "95% sensitivity: 0.0008151541520144099\n", - "95% sensitivity: 0.0010597003976187329 (CLs increase added) \n", - "\n", - "Scenario: ff_3data1 (36 toys)\n", - "Ctt mean: -0.5694999347087185\n", - "Ctt error: 0.18354139153618432\n", - "95% sensitivity: 0.0005659490324382537\n", - "95% sensitivity: 0.0007357337421697299 (CLs increase added) \n", - "\n" - ] - } - ], - "source": [ - "for scenario in scenarios:\n", - " jobs = os.listdir('{}/finished'.format(scenario))\n", - " Ctt = np.array([])\n", - " Ctt_err = np.array([])\n", - " for job in jobs:\n", - " with open('{0}/finished/{1}/data/results/Ctt_list.pkl'.format(scenario, job), 'rb') as f:\n", - " x = pkl.load(f)\n", - " Ctt = np.append(Ctt, x)\n", - "\n", - " with open('{0}/finished/{1}/data/results/Ctt_error_list.pkl'.format(scenario, job), 'rb') as f:\n", - " x = pkl.load(f)\n", - " Ctt_err = np.append(Ctt_err, x)\n", - " \n", - " print('Scenario: {1} ({0} toys)'.format(len(Ctt), scenario))\n", - "\n", - " print(\"Ctt mean: {}\".format(np.mean(Ctt)))\n", - " print('Ctt error: {}'.format(np.mean(Ctt_err)))\n", - "\n", - " err2 = 2*np.mean(Ctt_err)\n", - "\n", - " print('95% sensitivity: {}'.format(err2**2*4.2/1000))\n", - " print('95% sensitivity: {} (CLs increase added) \\n'.format(err2**2*4.2/1000*1.3))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/finished fits/ff1data1/finished/2247847/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247847/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 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fits/ff1data1/finished/2247847/pdg_const.py b/finished fits/ff1data1/finished/2247847/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247847/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247847/raremodel-nb.py b/finished fits/ff1data1/finished/2247847/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247847/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247848/pdg_const.py b/finished fits/ff1data1/finished/2247848/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247848/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247848/raremodel-nb.py b/finished fits/ff1data1/finished/2247848/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247848/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247848/test.png b/finished fits/ff1data1/finished/2247848/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247848/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247849/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247849/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index 3dd1017..0000000 --- a/finished fits/ff1data1/finished/2247849/__pycache__/helperfunctions.cpython-37.pyc +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247849/__pycache__/pdg_const.cpython-37.pyc b/finished 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+++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247849/data/results/Ctt_error_list.pkl b/finished fits/ff1data1/finished/2247849/data/results/Ctt_error_list.pkl deleted file mode 100644 index 304c460..0000000 --- a/finished fits/ff1data1/finished/2247849/data/results/Ctt_error_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247849/data/results/Ctt_list.pkl b/finished fits/ff1data1/finished/2247849/data/results/Ctt_list.pkl deleted file mode 100644 index 6a6cafd..0000000 --- a/finished fits/ff1data1/finished/2247849/data/results/Ctt_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247849/helperfunctions.py b/finished fits/ff1data1/finished/2247849/helperfunctions.py deleted file mode 100644 index 88e120f..0000000 --- a/finished fits/ff1data1/finished/2247849/helperfunctions.py +++ /dev/null @@ -1,33 +0,0 @@ -# some helperfunctions - -import matplotlib -matplotlib.use("agg") -import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247849/pdg_const.py b/finished fits/ff1data1/finished/2247849/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247849/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247849/raremodel-nb.py b/finished fits/ff1data1/finished/2247849/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247849/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247850/pdg_const.py b/finished fits/ff1data1/finished/2247850/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247850/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247850/raremodel-nb.py b/finished fits/ff1data1/finished/2247850/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247850/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247851/pdg_const.py b/finished fits/ff1data1/finished/2247851/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247851/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247851/raremodel-nb.py b/finished fits/ff1data1/finished/2247851/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247851/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247852/pdg_const.py b/finished fits/ff1data1/finished/2247852/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247852/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247852/raremodel-nb.py b/finished fits/ff1data1/finished/2247852/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247852/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247852/test.png b/finished fits/ff1data1/finished/2247852/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247852/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247853/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247853/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index 0464b95..0000000 --- a/finished fits/ff1data1/finished/2247853/__pycache__/helperfunctions.cpython-37.pyc +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247853/__pycache__/pdg_const.cpython-37.pyc b/finished 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247853/pdg_const.py b/finished fits/ff1data1/finished/2247853/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247853/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247853/raremodel-nb.py b/finished fits/ff1data1/finished/2247853/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247853/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247854/pdg_const.py b/finished fits/ff1data1/finished/2247854/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247854/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247854/raremodel-nb.py b/finished fits/ff1data1/finished/2247854/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247854/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247855/pdg_const.py b/finished fits/ff1data1/finished/2247855/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247855/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247855/raremodel-nb.py b/finished fits/ff1data1/finished/2247855/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247855/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247856/pdg_const.py b/finished fits/ff1data1/finished/2247856/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247856/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247856/raremodel-nb.py b/finished fits/ff1data1/finished/2247856/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247856/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247856/test.png b/finished fits/ff1data1/finished/2247856/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247856/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247857/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247857/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index 66a0656..0000000 --- a/finished fits/ff1data1/finished/2247857/__pycache__/helperfunctions.cpython-37.pyc +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247857/__pycache__/pdg_const.cpython-37.pyc b/finished 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247857/pdg_const.py b/finished fits/ff1data1/finished/2247857/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247857/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247857/raremodel-nb.py b/finished fits/ff1data1/finished/2247857/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247857/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247858/pdg_const.py b/finished fits/ff1data1/finished/2247858/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247858/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247858/raremodel-nb.py b/finished fits/ff1data1/finished/2247858/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247858/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247859/pdg_const.py b/finished fits/ff1data1/finished/2247859/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247859/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247859/raremodel-nb.py b/finished fits/ff1data1/finished/2247859/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247859/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247860/pdg_const.py b/finished fits/ff1data1/finished/2247860/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247860/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247860/raremodel-nb.py b/finished fits/ff1data1/finished/2247860/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247860/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247860/test.png b/finished fits/ff1data1/finished/2247860/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247860/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247861/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247861/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index 691fe12..0000000 --- a/finished fits/ff1data1/finished/2247861/__pycache__/helperfunctions.cpython-37.pyc +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247861/__pycache__/pdg_const.cpython-37.pyc b/finished 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+++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247861/data/results/Ctt_error_list.pkl b/finished fits/ff1data1/finished/2247861/data/results/Ctt_error_list.pkl deleted file mode 100644 index d08d1fb..0000000 --- a/finished fits/ff1data1/finished/2247861/data/results/Ctt_error_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247861/data/results/Ctt_list.pkl b/finished fits/ff1data1/finished/2247861/data/results/Ctt_list.pkl deleted file mode 100644 index 390d1c7..0000000 --- a/finished fits/ff1data1/finished/2247861/data/results/Ctt_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247861/helperfunctions.py b/finished fits/ff1data1/finished/2247861/helperfunctions.py deleted file mode 100644 index 88e120f..0000000 --- a/finished fits/ff1data1/finished/2247861/helperfunctions.py +++ /dev/null @@ -1,33 +0,0 @@ -# some helperfunctions - -import matplotlib -matplotlib.use("agg") -import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247861/pdg_const.py b/finished fits/ff1data1/finished/2247861/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247861/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247861/raremodel-nb.py b/finished fits/ff1data1/finished/2247861/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247861/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247862/pdg_const.py b/finished fits/ff1data1/finished/2247862/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247862/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247862/raremodel-nb.py b/finished fits/ff1data1/finished/2247862/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247862/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247863/pdg_const.py b/finished fits/ff1data1/finished/2247863/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247863/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247863/raremodel-nb.py b/finished fits/ff1data1/finished/2247863/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247863/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247864/pdg_const.py b/finished fits/ff1data1/finished/2247864/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247864/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247864/raremodel-nb.py b/finished fits/ff1data1/finished/2247864/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247864/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247864/test.png b/finished fits/ff1data1/finished/2247864/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247864/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247865/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247865/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index a22cf81..0000000 --- a/finished fits/ff1data1/finished/2247865/__pycache__/helperfunctions.cpython-37.pyc +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247865/__pycache__/pdg_const.cpython-37.pyc b/finished 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+++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247865/data/results/Ctt_error_list.pkl b/finished fits/ff1data1/finished/2247865/data/results/Ctt_error_list.pkl deleted file mode 100644 index f8aff03..0000000 --- a/finished fits/ff1data1/finished/2247865/data/results/Ctt_error_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247865/data/results/Ctt_list.pkl b/finished fits/ff1data1/finished/2247865/data/results/Ctt_list.pkl deleted file mode 100644 index a503f77..0000000 --- a/finished fits/ff1data1/finished/2247865/data/results/Ctt_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247865/helperfunctions.py b/finished fits/ff1data1/finished/2247865/helperfunctions.py deleted file mode 100644 index 88e120f..0000000 --- a/finished fits/ff1data1/finished/2247865/helperfunctions.py +++ /dev/null @@ -1,33 +0,0 @@ -# some helperfunctions - -import matplotlib -matplotlib.use("agg") -import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247865/pdg_const.py b/finished fits/ff1data1/finished/2247865/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247865/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247865/raremodel-nb.py b/finished fits/ff1data1/finished/2247865/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247865/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247866/pdg_const.py b/finished fits/ff1data1/finished/2247866/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247866/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247866/raremodel-nb.py b/finished fits/ff1data1/finished/2247866/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247866/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247867/pdg_const.py b/finished fits/ff1data1/finished/2247867/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247867/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247867/raremodel-nb.py b/finished fits/ff1data1/finished/2247867/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247867/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247868/pdg_const.py b/finished fits/ff1data1/finished/2247868/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247868/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247868/raremodel-nb.py b/finished fits/ff1data1/finished/2247868/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247868/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247868/test.png b/finished fits/ff1data1/finished/2247868/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247868/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247869/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff1data1/finished/2247869/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index db62e66..0000000 --- a/finished fits/ff1data1/finished/2247869/__pycache__/helperfunctions.cpython-37.pyc +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247869/__pycache__/pdg_const.cpython-37.pyc b/finished 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247869/pdg_const.py b/finished fits/ff1data1/finished/2247869/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247869/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247869/raremodel-nb.py b/finished fits/ff1data1/finished/2247869/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247869/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247870/pdg_const.py b/finished fits/ff1data1/finished/2247870/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247870/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247870/raremodel-nb.py b/finished fits/ff1data1/finished/2247870/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247870/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247871/pdg_const.py b/finished fits/ff1data1/finished/2247871/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247871/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247871/raremodel-nb.py b/finished fits/ff1data1/finished/2247871/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247871/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247872/pdg_const.py b/finished fits/ff1data1/finished/2247872/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247872/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247872/raremodel-nb.py b/finished fits/ff1data1/finished/2247872/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247872/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247873/pdg_const.py b/finished fits/ff1data1/finished/2247873/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247873/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247873/raremodel-nb.py b/finished fits/ff1data1/finished/2247873/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247873/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247874/pdg_const.py b/finished fits/ff1data1/finished/2247874/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247874/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247874/raremodel-nb.py b/finished fits/ff1data1/finished/2247874/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247874/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247875/pdg_const.py b/finished fits/ff1data1/finished/2247875/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247875/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247875/raremodel-nb.py b/finished fits/ff1data1/finished/2247875/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247875/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247876/pdg_const.py b/finished fits/ff1data1/finished/2247876/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247876/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247876/raremodel-nb.py b/finished fits/ff1data1/finished/2247876/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247876/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247877/pdg_const.py b/finished fits/ff1data1/finished/2247877/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247877/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247877/raremodel-nb.py b/finished fits/ff1data1/finished/2247877/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247877/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247878/pdg_const.py b/finished fits/ff1data1/finished/2247878/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247878/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247878/raremodel-nb.py b/finished fits/ff1data1/finished/2247878/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247878/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247879/pdg_const.py b/finished fits/ff1data1/finished/2247879/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247879/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247879/raremodel-nb.py b/finished fits/ff1data1/finished/2247879/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247879/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247880/pdg_const.py b/finished fits/ff1data1/finished/2247880/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247880/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247880/raremodel-nb.py b/finished fits/ff1data1/finished/2247880/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247880/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247881/pdg_const.py b/finished fits/ff1data1/finished/2247881/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247881/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247881/raremodel-nb.py b/finished fits/ff1data1/finished/2247881/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247881/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247882/pdg_const.py b/finished fits/ff1data1/finished/2247882/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247882/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247882/raremodel-nb.py b/finished fits/ff1data1/finished/2247882/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247882/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247883/pdg_const.py b/finished fits/ff1data1/finished/2247883/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247883/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247883/raremodel-nb.py b/finished fits/ff1data1/finished/2247883/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247883/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247884/pdg_const.py b/finished fits/ff1data1/finished/2247884/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247884/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247884/raremodel-nb.py b/finished fits/ff1data1/finished/2247884/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247884/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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+++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247885/data/results/Ctt_error_list.pkl b/finished fits/ff1data1/finished/2247885/data/results/Ctt_error_list.pkl deleted file mode 100644 index 4888216..0000000 --- a/finished fits/ff1data1/finished/2247885/data/results/Ctt_error_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247885/data/results/Ctt_list.pkl b/finished fits/ff1data1/finished/2247885/data/results/Ctt_list.pkl deleted file mode 100644 index c3fe7ca..0000000 --- a/finished fits/ff1data1/finished/2247885/data/results/Ctt_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/finished/2247885/helperfunctions.py b/finished fits/ff1data1/finished/2247885/helperfunctions.py deleted file mode 100644 index 88e120f..0000000 --- a/finished fits/ff1data1/finished/2247885/helperfunctions.py +++ /dev/null @@ -1,33 +0,0 @@ -# some helperfunctions - -import matplotlib -matplotlib.use("agg") -import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247885/pdg_const.py b/finished fits/ff1data1/finished/2247885/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247885/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247885/raremodel-nb.py b/finished fits/ff1data1/finished/2247885/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247885/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, 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-import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff1data1/finished/2247886/pdg_const.py b/finished fits/ff1data1/finished/2247886/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff1data1/finished/2247886/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff1data1/finished/2247886/raremodel-nb.py b/finished fits/ff1data1/finished/2247886/raremodel-nb.py deleted file mode 100644 index ea1779b..0000000 --- a/finished fits/ff1data1/finished/2247886/raremodel-nb.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[ ]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[ ]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[ ]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[ ]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[ ]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[ ]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[ ]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[ ]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[ ]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[ ]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[ ]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[ ]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[ ]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[ ]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[ ]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[ ]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[ ]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[ ]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[ ]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[ ]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[ ]: - - -# zfit.settings.set_verbosity(10) - - -# In[ ]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[ ]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[ ]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[ ]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[ ]: - - -# jpsi_width - - -# In[ ]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[ ]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[ ]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[ ]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[ ]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[ ]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[ ]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[ ]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[ ]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[ ]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014) - sigma2 = ztf.constant(0.128) - sigma3 = ztf.constant(0.548) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[ ]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[ ]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[ ]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[ ]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[ ]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[ ]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff1data1/finished/2247886/test.png b/finished fits/ff1data1/finished/2247886/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff1data1/finished/2247886/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff1data1/slurm-2247847.out b/finished fits/ff1data1/slurm-2247847.out deleted file mode 100644 index 27c68d4..0000000 --- a/finished fits/ff1data1/slurm-2247847.out +++ /dev/null @@ -1,5123 +0,0 @@ -Simulation starting -2019-09-05 12:20:50.023937: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 12:20:50.340082: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 12:20:50.348616: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 12:20:50.425654: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 12:20:50.469923: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 12:20:50.587637: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 12:20:50.710721: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 12:20:50.745840: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 12:20:50.861447: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 12:20:50.867152: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 12:20:50.867564: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 12:20:50.892463: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 12:20:50.892801: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5563ea260720 executing computations on platform Host. Devices: -2019-09-05 12:20:50.892832: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 12:20:50.896036: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 12:20:50.896097: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 12:20:50.896126: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 12:20:50.896153: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 12:20:50.896180: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 12:20:50.896206: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 12:20:50.896233: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 12:20:50.896283: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 12:20:50.901630: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 12:20:50.901684: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 12:20:51.148783: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 12:20:51.148835: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 12:20:51.148851: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 12:20:51.159383: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:11:00.0, compute capability: 3.7) -2019-09-05 12:20:51.161881: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5563ea7bcb00 executing computations on platform CUDA. Devices: -2019-09-05 12:20:51.161904: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 12:20:55.378337 139628737767168 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 12:20:55.435976 139628737767168 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 12:20:55.927954 139628737767168 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 12:21:26.941671: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 12:21:36.078483 139628737767168 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307727.7683826 Edm = 14.5028 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307727.7683826 Edm = 14.5028 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299163.132232 Edm = 2.60349 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299161.7024991 Edm = 8.43928 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298263.259353 Edm = 1.47933 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298258.0116677 Edm = 1.17554 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298256.5791195 Edm = 0.428386 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298210.5342105 Edm = 38.9618 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298019.0044783 Edm = 20.6662 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298004.181915 Edm = 1.35846 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298002.7037531 Edm = 0.218316 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297998.4668967 Edm = 4.73485 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297988.8646108 Edm = 8.83533 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297676.4830217 Edm = 48.5579 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297609.3146731 Edm = 7.02182 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297599.6929921 Edm = 0.299189 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297599.4252081 Edm = 0.041428 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297599.3181977 Edm = 0.0962331 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297597.9845352 Edm = 1.35261 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297568.3080298 Edm = 19.9384 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297520.5927738 Edm = 13.3432 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297512.5686617 Edm = 6.99349 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297506.5423613 Edm = 0.640689 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297505.4142843 Edm = 0.095026 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297505.3068937 Edm = 0.00728796 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297505.2532041 Edm = 0.0440349 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297487.1972403 Edm = 9.326 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297465.8854198 Edm = 8.47218 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297459.0196742 Edm = 2.12966 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297455.7184455 Edm = 0.237871 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297455.5016365 Edm = 0.0426236 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297455.4439168 Edm = 0.0112492 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297455.3926374 Edm = 0.0345008 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297454.7146384 Edm = 0.521752 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297441.4872897 Edm = 9.1746 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297407.5624376 Edm = 6.41061 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297401.8809231 Edm = 3.25455 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297400.2559071 Edm = 0.803406 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297399.772128 Edm = 0.127295 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297399.6123321 Edm = 0.00536917 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297399.5981161 Edm = 0.00556928 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297399.5693748 Edm = 0.00720792 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297399.3611311 Edm = 0.195883 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297394.3379214 Edm = 3.4054 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297386.966796 Edm = 5.37315 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297383.7632069 Edm = 1.74652 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297381.4815797 Edm = 0.292419 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297381.0834411 Edm = 0.144356 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297380.8705371 Edm = 0.0771018 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297380.7376568 Edm = 0.027297 NCalls = 150 -VariableMetric: Iteration # 49 - FCN = 297380.7153163 Edm = 0.00368585 NCalls = 152 -VariableMetric: Iteration # 50 - FCN = 297380.7117744 Edm = 0.00036851 NCalls = 154 -VariableMetric: Iteration # 51 - FCN = 297380.7108944 Edm = 0.000642242 NCalls = 156 -VariableMetric: Iteration # 52 - FCN = 297380.6749597 Edm = 0.0327807 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297365.7417624 Edm = 9.25897 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297365.6482298 Edm = 0.0292097 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297365.2462541 Edm = 0.52312 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297365.0436593 Edm = 0.21389 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297364.5537133 Edm = 0.279446 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297363.966459 Edm = 0.578916 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297363.6144604 Edm = 0.338505 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297362.9866722 Edm = 0.344363 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297362.3929655 Edm = 0.518814 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297361.7632549 Edm = 1.3223 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297360.5175174 Edm = 1.04544 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297359.8211079 Edm = 0.916233 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297359.1491 Edm = 0.232945 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297358.8471042 Edm = 0.304492 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297358.0346985 Edm = 1.0155 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297351.9570469 Edm = 2.49891 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297348.8754671 Edm = 1.16209 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297347.5863046 Edm = 0.704663 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297347.4188306 Edm = 0.0751385 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297347.3505762 Edm = 0.00550861 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297347.3393558 Edm = 0.00490013 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297347.3248848 Edm = 0.00647015 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297347.2999561 Edm = 0.0058287 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297347.2775686 Edm = 0.0119712 NCalls = 232 -VariableMetric: Iteration # 77 - FCN = 297347.1931437 Edm = 0.0617441 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297346.0965433 Edm = 0.867499 NCalls = 239 -VariableMetric: Iteration # 79 - FCN = 297341.2704234 Edm = 2.13759 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297340.3611274 Edm = 0.262734 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297340.0882254 Edm = 0.0150618 NCalls = 245 -VariableMetric: Iteration # 82 - FCN = 297340.0749657 Edm = 0.0066395 NCalls = 247 -VariableMetric: Iteration # 83 - FCN = 297340.0715464 Edm = 0.00141317 NCalls = 249 -VariableMetric: Iteration # 84 - FCN = 297340.0695658 Edm = 0.000112938 NCalls = 251 -VariableMetric: Iteration # 85 - FCN = 297340.0689683 Edm = 0.000551962 NCalls = 253 -VariableMetric: Iteration # 86 - FCN = 297340.0634489 Edm = 0.00601278 NCalls = 258 -VariableMetric: Iteration # 87 - FCN = 297339.9317956 Edm = 0.0650304 NCalls = 265 -VariableMetric: Iteration # 88 - FCN = 297339.9105783 Edm = 0.000132536 NCalls = 266 -VariableMetric: Iteration # 89 - FCN = 297339.9100978 Edm = 0.00037904 NCalls = 268 -VariableMetric: Iteration # 90 - FCN = 297339.8942688 Edm = 0.014798 NCalls = 274 -VariableMetric: Iteration # 91 - FCN = 297339.1610175 Edm = 0.331716 NCalls = 279 -VariableMetric: Iteration # 92 - FCN = 297338.4554044 Edm = 0.0727027 NCalls = 281 -VariableMetric: Iteration # 93 - FCN = 297338.3522997 Edm = 0.00580533 NCalls = 283 -VariableMetric: Iteration # 94 - FCN = 297338.3468507 Edm = 0.000331627 NCalls = 285 -VariableMetric: Iteration # 95 - FCN = 297338.3462693 Edm = 0.000237263 NCalls = 287 -VariableMetric: Iteration # 96 - FCN = 297338.3430341 Edm = 0.0021441 NCalls = 290 -VariableMetric: Iteration # 97 - FCN = 297338.2227295 Edm = 0.108936 NCalls = 295 -VariableMetric: Iteration # 98 - FCN = 297335.6126165 Edm = 1.01535 NCalls = 299 -VariableMetric: Iteration # 99 - FCN = 297333.5220625 Edm = 0.716661 NCalls = 301 -VariableMetric: Iteration # 100 - FCN = 297332.6824996 Edm = 0.0537666 NCalls = 303 -VariableMetric: Iteration # 101 - FCN = 297332.6329865 Edm = 0.00115439 NCalls = 304 -VariableMetric: Iteration # 102 - FCN = 297332.6317547 Edm = 8.04955e-05 NCalls = 306 -VariableMetric: After Hessian - FCN = 297332.6317547 Edm = 5.35444 NCalls = 783 -VariableMetric: Iteration # 103 - FCN = 297332.6317547 Edm = 5.35444 NCalls = 783 -VariableMetric: Iteration # 104 - FCN = 297327.7309741 Edm = 8.81508 NCalls = 786 -VariableMetric: Iteration # 105 - FCN = 297319.5342002 Edm = 49.4281 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297316.9227645 Edm = 5.82023 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297316.2411468 Edm = 2.80732 NCalls = 798 -VariableMetric: Iteration # 108 - FCN = 297313.3626386 Edm = 0.662477 NCalls = 800 -VariableMetric: Iteration # 109 - FCN = 297312.8192132 Edm = 0.0909492 NCalls = 802 -VariableMetric: Iteration # 110 - FCN = 297312.6970656 Edm = 0.034459 NCalls = 805 -VariableMetric: Iteration # 111 - FCN = 297312.6362728 Edm = 0.0262503 NCalls = 807 -VariableMetric: Iteration # 112 - FCN = 297312.6095208 Edm = 0.021688 NCalls = 808 -VariableMetric: Iteration # 113 - FCN = 297312.584488 Edm = 0.00723102 NCalls = 811 -VariableMetric: Iteration # 114 - FCN = 297312.5773646 Edm = 0.00129838 NCalls = 812 -VariableMetric: Iteration # 115 - FCN = 297312.5756545 Edm = 0.000344528 NCalls = 814 -VariableMetric: Iteration # 116 - FCN = 297312.5752565 Edm = 8.34166e-05 NCalls = 816 -VariableMetric: Iteration # 117 - FCN = 297312.5750903 Edm = 4.78034e-05 NCalls = 818 -VariableMetric: After Hessian - FCN = 297312.5750903 Edm = 0.000152703 NCalls = 1305 -VariableMetric: Iteration # 118 - FCN = 297312.5750903 Edm = 0.000152703 NCalls = 1305 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336299.056157 Edm = 736.256 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336299.056157 Edm = 736.256 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299807.0265838 Edm = 2.0152 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299790.3460401 Edm = 1.26821 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299048.4480664 Edm = 62.9124 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298739.3662238 Edm = 483.048 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298316.9645676 Edm = 2.82264 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298311.8453863 Edm = 0.604279 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298304.4392349 Edm = 7.9047 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298188.9861084 Edm = 56.3718 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297979.0074891 Edm = 12.1026 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297970.603452 Edm = 0.492903 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297970.1740879 Edm = 0.0460368 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297968.0744073 Edm = 2.19935 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297939.9208058 Edm = 25.0082 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297606.1771598 Edm = 24.7505 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297556.2062928 Edm = 9.76397 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297540.1014887 Edm = 0.268668 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297539.6965254 Edm = 0.064767 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297539.612829 Edm = 0.0370994 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297534.3706339 Edm = 5.48073 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297533.2908701 Edm = 1.0465 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297520.9349948 Edm = 10.2966 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297448.4535558 Edm = 4.64515 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297435.7035253 Edm = 1.15268 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297434.7424136 Edm = 1.08888 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297434.2445688 Edm = 0.0717623 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297434.1512933 Edm = 0.00915676 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297434.1371518 Edm = 0.00999301 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297433.6784897 Edm = 0.436759 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297418.7761705 Edm = 7.06947 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297410.3877586 Edm = 23.2223 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297398.0883974 Edm = 10.5586 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297377.9963984 Edm = 11.5872 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297372.3664363 Edm = 5.00876 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297370.8092289 Edm = 0.807891 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297370.0298284 Edm = 0.14806 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297369.9767594 Edm = 0.0173479 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297369.9517447 Edm = 0.014719 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297369.6289677 Edm = 0.353131 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297367.8059078 Edm = 1.66288 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297336.1549234 Edm = 3.79684 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297334.2476811 Edm = 0.43555 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297333.4538557 Edm = 0.112019 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297333.315015 Edm = 0.00220749 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297333.3110744 Edm = 0.00216551 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297333.3006588 Edm = 0.00484118 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297333.2221982 Edm = 0.0616589 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297328.9556506 Edm = 3.3047 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297322.3466648 Edm = 1.94782 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297320.8018154 Edm = 0.192663 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297320.5735884 Edm = 0.0506089 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297320.510067 Edm = 0.0111157 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297320.4968729 Edm = 0.000794688 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297320.4956477 Edm = 0.000669177 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297320.4866202 Edm = 0.0101473 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297320.0923393 Edm = 0.272765 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297317.2144133 Edm = 1.00387 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297315.7478841 Edm = 0.210812 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297315.556555 Edm = 0.0332149 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297315.5204027 Edm = 0.00510911 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297315.5150788 Edm = 0.000784354 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297315.5137553 Edm = 0.000640925 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297315.4545154 Edm = 0.0567076 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297312.4803502 Edm = 1.52318 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297309.1143131 Edm = 0.700561 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297308.4440546 Edm = 0.0822939 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297308.3344724 Edm = 0.00987932 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297308.320162 Edm = 0.00125705 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297308.3186701 Edm = 0.000340965 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297308.3176047 Edm = 0.000532481 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297308.3111459 Edm = 0.00326586 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297308.2582454 Edm = 0.0420482 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297301.5135427 Edm = 4.64366 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297301.504789 Edm = 0.0933705 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297301.3206542 Edm = 0.0861769 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297301.0272259 Edm = 0.161001 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297300.6990236 Edm = 0.217816 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297300.0360642 Edm = 0.470376 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297297.4134523 Edm = 1.19249 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297294.7535636 Edm = 0.742529 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297294.2400787 Edm = 0.0549936 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297294.1864541 Edm = 0.00934698 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297294.1733796 Edm = 0.00216824 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297294.1702526 Edm = 0.00131613 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297294.1684282 Edm = 0.00179491 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297294.1195674 Edm = 0.0575944 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297293.5227365 Edm = 0.493741 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297288.2336482 Edm = 3.46829 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297285.1283085 Edm = 1.2971 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297284.1692345 Edm = 0.183512 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297283.9913263 Edm = 0.0544165 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297283.9546671 Edm = 0.00560813 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297283.950445 Edm = 0.000350013 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297283.9499921 Edm = 0.000119619 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297283.9493776 Edm = 0.000436269 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297283.9412144 Edm = 0.00992819 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297283.8293342 Edm = 0.0903445 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297282.6714468 Edm = 0.363853 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297282.2330419 Edm = 0.0211104 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297282.2117166 Edm = 0.000296753 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297282.2113897 Edm = 4.99075e-05 NCalls = 324 -VariableMetric: After Hessian - FCN = 297282.2113897 Edm = 2.1988 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297282.2113897 Edm = 2.1988 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297280.3230778 Edm = 0.383799 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297279.9751963 Edm = 1.0439 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297279.6564608 Edm = 0.352279 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297277.5562694 Edm = 1.79532 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297277.3127413 Edm = 0.770277 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297272.8294066 Edm = 0.789889 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297272.3621759 Edm = 0.703348 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297271.9827236 Edm = 0.11156 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297271.8658399 Edm = 0.0376188 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297271.8204005 Edm = 0.016274 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297271.8006435 Edm = 0.00454176 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297271.7908201 Edm = 0.00275125 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297271.7861851 Edm = 0.00163438 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297271.7837681 Edm = 0.000613575 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297271.7827914 Edm = 8.67224e-05 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297271.7826499 Edm = 2.4515e-05 NCalls = 841 -VariableMetric: After Hessian - FCN = 297271.7826499 Edm = 2.81135e-05 NCalls = 1334 -VariableMetric: Iteration # 118 - FCN = 297271.7826499 Edm = 2.81135e-05 NCalls = 1334 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299963.5913213 Edm = 658.301 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299963.5913213 Edm = 658.301 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298351.0196441 Edm = 0.978787 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298343.2777251 Edm = 1.00051 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 298291.7938237 Edm = 33.6443 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297850.0174349 Edm = 8.88394 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297837.9670964 Edm = 0.459138 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297837.2118048 Edm = 0.249021 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297777.9275806 Edm = 43.6731 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297563.5785275 Edm = 14.1964 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297550.0192336 Edm = 1.11289 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297548.9118827 Edm = 0.142798 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297547.0797875 Edm = 1.78331 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 297495.9318362 Edm = 31.0664 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297381.1719697 Edm = 5.84003 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297374.1287182 Edm = 0.134738 NCalls = 47 -VariableMetric: Iteration # 15 - FCN = 297373.9696612 Edm = 0.0288726 NCalls = 49 -VariableMetric: Iteration # 16 - FCN = 297373.9202795 Edm = 0.0187422 NCalls = 51 -VariableMetric: Iteration # 17 - FCN = 297363.9738339 Edm = 5.22597 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297351.1052833 Edm = 0.203319 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297350.8948118 Edm = 0.010094 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297350.8633957 Edm = 0.0178067 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297350.383518 Edm = 0.480813 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297346.9674116 Edm = 3.43254 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297346.4386779 Edm = 0.601314 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297346.0716905 Edm = 0.326162 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297336.8432092 Edm = 12.1187 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297314.5899709 Edm = 9.53381 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297297.5138091 Edm = 3.51433 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297295.5759969 Edm = 1.20025 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297294.0257442 Edm = 0.30672 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297293.6466165 Edm = 0.0513272 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297293.5721475 Edm = 0.00952849 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297293.5448012 Edm = 0.012159 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297293.3464751 Edm = 0.355139 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297293.1189039 Edm = 0.233407 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297288.8799839 Edm = 1.88124 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297283.6157828 Edm = 3.85395 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297280.5583104 Edm = 3.60496 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297279.4335076 Edm = 0.774899 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297279.010979 Edm = 0.0317004 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297278.9862899 Edm = 0.00120734 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297278.9831833 Edm = 0.00232368 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297278.7707111 Edm = 0.189822 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297276.0567964 Edm = 0.777653 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297275.0705302 Edm = 0.349239 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297274.6499592 Edm = 0.374863 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297274.1441064 Edm = 0.082691 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297274.0309932 Edm = 0.0505018 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297273.994723 Edm = 0.00780611 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297273.9841576 Edm = 0.000889455 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297273.9812818 Edm = 0.00177469 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297273.8563221 Edm = 0.154041 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297273.6735068 Edm = 0.176745 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297266.0637827 Edm = 7.1279 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297264.2168565 Edm = 1.67629 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297262.7842009 Edm = 0.185034 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297262.6308753 Edm = 0.0164221 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297262.6102404 Edm = 0.00218795 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297262.6063641 Edm = 0.000968354 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297262.597469 Edm = 0.00449477 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297262.5440426 Edm = 0.0287061 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297262.3236643 Edm = 0.148567 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297258.8638414 Edm = 1.84099 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297256.7919665 Edm = 0.780965 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297255.7560587 Edm = 0.140105 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297255.6003553 Edm = 0.031842 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297255.5717316 Edm = 0.00671542 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297255.5616492 Edm = 0.00151093 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297255.5600826 Edm = 0.000448365 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297255.552915 Edm = 0.00618898 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297255.2500989 Edm = 0.290132 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297251.5363951 Edm = 1.65607 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297250.3639407 Edm = 0.151773 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297250.1961834 Edm = 0.00850225 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297250.1870141 Edm = 0.000588532 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297250.1862788 Edm = 0.000219983 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297250.1853317 Edm = 0.000799367 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297250.1751642 Edm = 0.00825115 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297249.6211002 Edm = 0.47012 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297247.3618257 Edm = 0.0281607 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297247.3328008 Edm = 0.00334701 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297247.3307246 Edm = 0.000337455 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297247.3298335 Edm = 0.00044477 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297247.3199809 Edm = 0.00648602 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297247.2060221 Edm = 0.087784 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297245.963254 Edm = 0.349469 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297245.4950547 Edm = 0.0127524 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297245.4826925 Edm = 0.000511045 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297245.4822139 Edm = 8.98592e-05 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297245.4820769 Edm = 5.5545e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297245.4820769 Edm = 75.3495 NCalls = 746 -VariableMetric: Iteration # 90 - FCN = 297245.4820769 Edm = 75.3495 NCalls = 746 -VariableMetric: Iteration # 91 - FCN = 297243.6615421 Edm = 10.105 NCalls = 750 -VariableMetric: Iteration # 92 - FCN = 297238.1483713 Edm = 4.41469 NCalls = 754 -VariableMetric: Iteration # 93 - FCN = 297236.9187406 Edm = 0.563245 NCalls = 756 -VariableMetric: Iteration # 94 - FCN = 297236.5435563 Edm = 0.281465 NCalls = 758 -VariableMetric: Iteration # 95 - FCN = 297236.4593616 Edm = 0.105954 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297236.4119769 Edm = 0.0610899 NCalls = 762 -VariableMetric: Iteration # 97 - FCN = 297236.3638012 Edm = 0.0166303 NCalls = 764 -VariableMetric: Iteration # 98 - FCN = 297236.2833204 Edm = 0.0325275 NCalls = 767 -VariableMetric: Iteration # 99 - FCN = 297236.2294139 Edm = 0.0115018 NCalls = 769 -VariableMetric: Iteration # 100 - FCN = 297236.2141113 Edm = 0.00432259 NCalls = 771 -VariableMetric: Iteration # 101 - FCN = 297236.2080491 Edm = 0.000673127 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297236.2069183 Edm = 0.0001011 NCalls = 775 -VariableMetric: Iteration # 103 - FCN = 297236.2067227 Edm = 1.91919e-05 NCalls = 777 -VariableMetric: After Hessian - FCN = 297236.2067227 Edm = 5.0896e-05 NCalls = 1256 -VariableMetric: Iteration # 104 - FCN = 297236.2067227 Edm = 5.0896e-05 NCalls = 1256 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335304.1016559 Edm = 239.367 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335304.1016559 Edm = 239.367 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309064.3082106 Edm = 20.9024 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 308548.5677955 Edm = 364.984 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303523.7773825 Edm = 60.5358 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 303518.4529754 Edm = 49.2911 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 303460.0589099 Edm = 19.9505 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 301340.7791206 Edm = 70.2177 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 301170.6293927 Edm = 129 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297886.2153003 Edm = 114.118 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 297864.904959 Edm = 27.0464 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 297862.7045077 Edm = 0.296381 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 297862.3662958 Edm = 0.0343641 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297833.4443153 Edm = 24.148 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297645.0353323 Edm = 6.44896 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297632.8462045 Edm = 1.04098 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297631.5505569 Edm = 0.163225 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297631.1348777 Edm = 0.431547 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297606.2956759 Edm = 15.6297 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297562.8992129 Edm = 3.37706 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297558.8618812 Edm = 0.854917 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297557.6462747 Edm = 0.0488217 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297557.3699748 Edm = 0.218856 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297544.6057718 Edm = 7.3813 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297525.6327716 Edm = 18.1861 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297516.8477049 Edm = 8.89778 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297494.1175687 Edm = 6.19262 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297481.7144552 Edm = 18.0558 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297449.418388 Edm = 8.62431 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297443.8701048 Edm = 22.7832 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297437.1226288 Edm = 1.25587 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297434.9917812 Edm = 1.30834 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297433.4638119 Edm = 0.580099 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297432.9932079 Edm = 0.0239707 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297432.9623502 Edm = 0.00497313 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297432.9298289 Edm = 0.0287095 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297431.7355329 Edm = 1.85422 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297431.6772581 Edm = 0.0601556 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297431.2161538 Edm = 0.47186 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297429.2552578 Edm = 1.6073 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297415.489015 Edm = 9.76695 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297408.0374354 Edm = 2.42098 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297402.102127 Edm = 2.74764 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297399.6394563 Edm = 1.06056 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297399.2960248 Edm = 0.28284 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297399.0212313 Edm = 0.0822568 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297398.882347 Edm = 0.0273554 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297398.8549035 Edm = 0.00352665 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297398.8373883 Edm = 0.0124139 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297398.6862912 Edm = 0.134093 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297380.7553194 Edm = 9.33009 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297375.191281 Edm = 10.5725 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297370.5469608 Edm = 1.00336 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297369.6020046 Edm = 0.248155 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297369.3326048 Edm = 0.132971 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297369.1855025 Edm = 0.0184791 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297369.1646071 Edm = 0.00410042 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297369.1367522 Edm = 0.0265758 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297366.6401618 Edm = 1.45253 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297362.9508672 Edm = 0.299719 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297362.6043922 Edm = 0.0348157 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297362.5111406 Edm = 0.0151231 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297362.4838478 Edm = 0.00476178 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297362.4698914 Edm = 0.00762443 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297362.3542057 Edm = 0.0704817 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297360.6247672 Edm = 0.700176 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297358.5126359 Edm = 0.611772 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297356.5520315 Edm = 2.06908 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297354.7812701 Edm = 1.92324 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297353.3432526 Edm = 2.54307 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297352.6733089 Edm = 0.309371 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297352.3339922 Edm = 0.026176 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297352.2976203 Edm = 0.00871124 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297352.2847621 Edm = 0.0019137 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297352.2825478 Edm = 0.000252728 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297352.2815884 Edm = 0.000907208 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297352.2691394 Edm = 0.010588 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297351.5850779 Edm = 0.530995 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297346.2050787 Edm = 0.580162 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297345.7582948 Edm = 0.0324521 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297345.7238005 Edm = 0.00100381 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297345.7227975 Edm = 0.000172537 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297345.7225695 Edm = 8.30627e-05 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297345.7213714 Edm = 0.000989307 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297345.6943821 Edm = 0.0167472 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297345.2179494 Edm = 0.348749 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297343.9543904 Edm = 0.0946291 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297343.8229104 Edm = 0.00412604 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297343.8193078 Edm = 0.000193319 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297343.8190664 Edm = 4.38596e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297343.8190664 Edm = 4.03312 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297343.8190664 Edm = 4.03312 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297342.5913178 Edm = 1.99152 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297341.4104205 Edm = 0.188742 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297341.2914371 Edm = 0.037257 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297341.2341376 Edm = 0.0435783 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297341.1162015 Edm = 0.0466185 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297341.0395639 Edm = 0.00729665 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297341.0315106 Edm = 0.00221999 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297341.0255617 Edm = 0.00308468 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297341.0209881 Edm = 0.000306475 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297341.0206951 Edm = 1.6081e-05 NCalls = 778 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311194.9730524 Edm = 28.9352 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311194.9730524 Edm = 28.9352 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299902.8004856 Edm = 3.71989 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299332.4087351 Edm = 4.20236 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299327.3091725 Edm = 3.04252 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299302.2544536 Edm = 29.4256 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298345.7283619 Edm = 239.081 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297985.5321815 Edm = 313.64 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297905.0695744 Edm = 6.88739 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297898.0998409 Edm = 0.868976 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297895.3361398 Edm = 2.02225 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297704.8342426 Edm = 90.8426 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297554.5719378 Edm = 10.5477 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297544.1484925 Edm = 2.06125 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297540.7291318 Edm = 0.133596 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297540.4781522 Edm = 0.147143 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297511.6746667 Edm = 16.466 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297471.413689 Edm = 3.95361 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297449.594399 Edm = 9.42344 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297438.719093 Edm = 15.7668 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297429.0779729 Edm = 2.47103 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297427.3477604 Edm = 0.71138 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297425.290729 Edm = 1.16139 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297409.759214 Edm = 40.4804 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297409.5668372 Edm = 0.857822 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297403.2520039 Edm = 6.97198 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297399.7856174 Edm = 7.16928 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297347.5999905 Edm = 23.3786 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297323.8710864 Edm = 1.79991 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297319.7424185 Edm = 1.1641 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297318.4138954 Edm = 0.0235896 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297318.3627567 Edm = 0.02978 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297317.9740929 Edm = 0.466988 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297317.5268425 Edm = 0.425201 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297315.9344742 Edm = 1.51266 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297281.2863973 Edm = 7.05608 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297276.7459632 Edm = 6.79578 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297270.9184436 Edm = 1.21219 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297267.4301582 Edm = 2.7563 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297265.9107515 Edm = 0.114764 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297265.7875143 Edm = 0.016524 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297265.5037767 Edm = 0.319614 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297259.6877002 Edm = 4.15888 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297208.6271129 Edm = 36.9481 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297190.337099 Edm = 15.7866 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297174.5485618 Edm = 0.429386 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297174.2003384 Edm = 0.0450157 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297174.1081047 Edm = 0.0522174 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297173.8608664 Edm = 0.0317982 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297173.8301435 Edm = 0.00193558 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297173.8274169 Edm = 0.00166305 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297173.7693688 Edm = 0.0613415 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297172.8665344 Edm = 0.579106 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297169.3410666 Edm = 0.793389 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297168.4783954 Edm = 0.0450208 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297168.4353963 Edm = 0.00368349 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297168.4310293 Edm = 0.0015244 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297168.3638406 Edm = 0.06174 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297162.9509331 Edm = 1.89155 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297160.8285826 Edm = 0.528267 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297160.4051144 Edm = 0.026163 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297160.3748156 Edm = 0.00193876 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297160.3717459 Edm = 0.000735309 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297160.3703103 Edm = 0.000814001 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297160.3522449 Edm = 0.0172718 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297160.3452163 Edm = 0.0067332 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297159.6088779 Edm = 0.0448707 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297146.6072075 Edm = 5.62621 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297146.2212435 Edm = 2.34888 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297142.3207089 Edm = 2.38184 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297138.6371257 Edm = 1.31004 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297137.443398 Edm = 0.177358 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297137.3423483 Edm = 0.00455992 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297137.3368891 Edm = 0.000541157 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297137.3359809 Edm = 0.000637134 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297137.3337783 Edm = 0.00207231 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297137.0737283 Edm = 0.184082 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297136.3250978 Edm = 0.019461 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297136.3059624 Edm = 0.00058275 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297136.3053383 Edm = 5.96957e-05 NCalls = 264 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299669.9238404 Edm = 2.08592 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299669.9238404 Edm = 2.08592 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299003.4766855 Edm = 3.06887 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298988.5759438 Edm = 17.1554 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298339.2654336 Edm = 67.9116 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298068.2723195 Edm = 369.399 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297831.2400026 Edm = 12.1186 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297815.3391716 Edm = 0.285121 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297814.3142804 Edm = 2.38413 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297799.2970069 Edm = 12.4644 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297601.6316514 Edm = 31.5974 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297579.8708371 Edm = 13.1157 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297529.206425 Edm = 15.7018 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297507.8011226 Edm = 14.5007 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297494.9404931 Edm = 2.96165 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297489.8339329 Edm = 2.74195 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297488.0446768 Edm = 1.0962 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297486.7546406 Edm = 0.111943 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297486.5420476 Edm = 0.0541762 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297485.5121153 Edm = 1.09994 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297478.4859477 Edm = 6.87846 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297478.2938753 Edm = 0.324134 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297475.4296551 Edm = 2.03105 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297460.0394606 Edm = 3.74204 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297455.6601351 Edm = 0.155016 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297455.4033829 Edm = 0.0303215 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297455.2410671 Edm = 0.129706 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297449.4928678 Edm = 4.76801 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297399.3330553 Edm = 137.263 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297362.0354915 Edm = 54.4246 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297340.8692748 Edm = 3.15118 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297337.4063221 Edm = 3.58456 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297334.8178058 Edm = 1.28062 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297331.6117571 Edm = 1.1114 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297330.4665547 Edm = 0.0708766 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297330.3976067 Edm = 0.0104734 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297330.3809247 Edm = 0.0121956 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297330.1767278 Edm = 0.236458 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297322.7126148 Edm = 1.04421 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297316.7642515 Edm = 2.71003 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297313.3062471 Edm = 0.552364 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297312.4344003 Edm = 0.343849 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297311.9741511 Edm = 0.0249809 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297311.9372629 Edm = 0.00742484 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297311.9200331 Edm = 0.00382892 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297311.7846341 Edm = 0.126359 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297301.136265 Edm = 6.44281 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297290.1986063 Edm = 13.4046 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297287.1336262 Edm = 1.45242 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297285.7071404 Edm = 0.294858 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297284.4610079 Edm = 0.595458 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297283.6576542 Edm = 0.306304 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297283.1980702 Edm = 0.0459089 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297283.1411628 Edm = 0.0125898 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297283.133131 Edm = 0.00114966 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297283.1301761 Edm = 0.00159603 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297283.1088612 Edm = 0.0237424 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297282.8981783 Edm = 0.164424 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297278.6673779 Edm = 0.672844 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297277.8514275 Edm = 0.0614449 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297277.7930462 Edm = 0.0039844 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297277.7870935 Edm = 0.000376003 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297277.7862701 Edm = 0.000518655 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297277.7820386 Edm = 0.00490303 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297277.669083 Edm = 0.086996 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297275.896615 Edm = 0.849842 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297274.1228458 Edm = 0.153589 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297273.9247212 Edm = 0.113367 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297273.8856778 Edm = 0.0255179 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297273.8461119 Edm = 0.010768 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297273.8267787 Edm = 0.00438922 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297273.8217739 Edm = 0.000166562 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297273.82152 Edm = 6.22432e-05 NCalls = 226 -VariableMetric: After Hessian - FCN = 297273.82152 Edm = 8.11889 NCalls = 703 -VariableMetric: Iteration # 72 - FCN = 297273.82152 Edm = 8.11889 NCalls = 703 -VariableMetric: Iteration # 73 - FCN = 297273.0317191 Edm = 7.48183 NCalls = 705 -VariableMetric: Iteration # 74 - FCN = 297269.5899749 Edm = 4.0038 NCalls = 707 -VariableMetric: Iteration # 75 - FCN = 297267.5623423 Edm = 0.24798 NCalls = 710 -VariableMetric: Iteration # 76 - FCN = 297267.1231385 Edm = 0.186373 NCalls = 713 -VariableMetric: Iteration # 77 - FCN = 297266.8888417 Edm = 0.247929 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297266.7704729 Edm = 0.113274 NCalls = 718 -VariableMetric: Iteration # 79 - FCN = 297266.6240292 Edm = 0.130123 NCalls = 721 -VariableMetric: Iteration # 80 - FCN = 297266.47129 Edm = 0.0746708 NCalls = 724 -VariableMetric: Iteration # 81 - FCN = 297266.382974 Edm = 0.0336645 NCalls = 726 -VariableMetric: Iteration # 82 - FCN = 297266.3306909 Edm = 0.0191386 NCalls = 728 -VariableMetric: Iteration # 83 - FCN = 297266.2904981 Edm = 0.0118445 NCalls = 730 -VariableMetric: Iteration # 84 - FCN = 297266.2414226 Edm = 0.0210247 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297266.2142591 Edm = 0.0209853 NCalls = 735 -VariableMetric: Iteration # 86 - FCN = 297266.1916158 Edm = 0.00711247 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297266.1810051 Edm = 0.00358792 NCalls = 739 -VariableMetric: Iteration # 88 - FCN = 297266.174627 Edm = 0.00190154 NCalls = 741 -VariableMetric: Iteration # 89 - FCN = 297266.1669355 Edm = 0.0021617 NCalls = 743 -VariableMetric: Iteration # 90 - FCN = 297266.1637471 Edm = 0.0001705 NCalls = 745 -VariableMetric: Iteration # 91 - FCN = 297266.1634278 Edm = 0.000111667 NCalls = 747 -VariableMetric: Iteration # 92 - FCN = 297266.1630742 Edm = 0.000122264 NCalls = 749 -VariableMetric: Iteration # 93 - FCN = 297266.1628273 Edm = 6.92521e-05 NCalls = 751 -VariableMetric: After Hessian - FCN = 297266.1628273 Edm = 0.000671629 NCalls = 1228 -VariableMetric: Iteration # 94 - FCN = 297266.1628273 Edm = 0.000671629 NCalls = 1228 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302286.5518141 Edm = 5.54188 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302286.5518141 Edm = 5.54188 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298622.1030815 Edm = 3.10502 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298512.9958526 Edm = 541.703 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298376.1979642 Edm = 1.17028 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298226.8297092 Edm = 175.079 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298096.3383665 Edm = 57.0812 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297913.3624776 Edm = 22.2491 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297890.7536771 Edm = 0.800599 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297889.3587101 Edm = 0.199595 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297887.7334454 Edm = 1.4626 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297808.3859009 Edm = 25.5812 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297775.2266851 Edm = 2.89227 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297772.7753535 Edm = 0.0499463 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297772.637581 Edm = 0.104924 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297752.2274013 Edm = 14.4387 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297667.6052273 Edm = 172.836 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297589.3228619 Edm = 275.465 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297530.0750948 Edm = 31.717 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297506.5361962 Edm = 3.57464 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297503.2315318 Edm = 0.139539 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297503.0983142 Edm = 0.0183997 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297503.0394019 Edm = 0.0378311 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297502.0268385 Edm = 1.01898 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297493.826356 Edm = 3.6409 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297487.0630383 Edm = 0.0662002 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297486.9957886 Edm = 0.0141114 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297486.7784453 Edm = 0.222695 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297468.1172877 Edm = 2.73352 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297408.6526277 Edm = 8.68342 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297397.2852083 Edm = 0.77933 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297396.3935743 Edm = 0.239797 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297396.2392824 Edm = 0.0129878 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297396.222723 Edm = 0.00320924 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297396.1802557 Edm = 0.0369507 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297392.0284097 Edm = 2.46814 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297374.6509421 Edm = 4.72047 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297371.1781979 Edm = 4.82627 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297369.0363431 Edm = 0.15508 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297368.8991136 Edm = 0.02978 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297368.8871713 Edm = 0.00252405 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297368.8843325 Edm = 0.000919254 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297368.8740848 Edm = 0.0103483 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297368.8558874 Edm = 0.017158 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297363.0921021 Edm = 4.70116 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297356.0921887 Edm = 0.385262 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297355.8918592 Edm = 0.0413785 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297355.8626923 Edm = 0.000829391 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297355.8609621 Edm = 0.000707021 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297355.8424163 Edm = 0.0194467 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297355.388848 Edm = 0.373349 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297351.8060417 Edm = 0.112696 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297351.6716848 Edm = 0.0044715 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297351.6664301 Edm = 0.000498381 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297351.6649083 Edm = 0.00127947 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297351.6068063 Edm = 0.0590439 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297350.964216 Edm = 0.0204873 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297349.1079116 Edm = 0.0463385 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297349.0525084 Edm = 0.000687844 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297349.0518294 Edm = 5.08659e-05 NCalls = 193 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309687.2354429 Edm = 18.0681 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309687.2354429 Edm = 18.0681 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299154.8288399 Edm = 4.15773 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299119.2137872 Edm = 5.00352 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299012.9091965 Edm = 3.36907 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299009.6551602 Edm = 0.281119 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 299009.3085803 Edm = 0.222533 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298972.2927457 Edm = 41.8263 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298971.5921077 Edm = 0.578469 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298853.8455892 Edm = 133.196 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298853.5909163 Edm = 0.227299 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298845.8349105 Edm = 7.96596 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298722.7934557 Edm = 68.5483 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297885.3369923 Edm = 151.719 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297818.4132178 Edm = 316.106 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297658.2705998 Edm = 6.34493 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297644.083036 Edm = 7.54657 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297631.175967 Edm = 0.335012 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297630.8395873 Edm = 0.132202 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297627.3340051 Edm = 3.73608 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297620.5579172 Edm = 6.40041 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297433.2161705 Edm = 7.17594 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297426.1143012 Edm = 0.384414 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297425.6654153 Edm = 0.0331785 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297425.5834819 Edm = 0.0709387 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297425.2281015 Edm = 0.224893 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297404.7398614 Edm = 9.24327 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297387.4894732 Edm = 0.777561 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297385.9955204 Edm = 0.359472 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297385.692216 Edm = 0.0290169 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297385.6487003 Edm = 0.00908758 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297385.4883334 Edm = 0.138344 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297372.3765796 Edm = 11.6878 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297340.5888241 Edm = 0.886762 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297339.6096997 Edm = 0.0358054 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297339.5705211 Edm = 0.00881976 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297339.4580831 Edm = 0.103948 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297328.6111696 Edm = 6.17073 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297310.6795754 Edm = 0.71103 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297309.8584964 Edm = 0.319658 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297309.4684638 Edm = 0.122195 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297309.2714768 Edm = 0.00677538 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297309.2632703 Edm = 0.00102417 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297309.2608031 Edm = 0.00137651 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297309.1401495 Edm = 0.111872 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297305.6016043 Edm = 1.57679 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297303.7668145 Edm = 0.319168 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297303.434375 Edm = 0.00811477 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297303.4253839 Edm = 0.00142583 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297303.3784346 Edm = 0.046005 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297302.8548487 Edm = 0.456607 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297289.1379474 Edm = 3.56352 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297286.3451688 Edm = 0.483951 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297285.8354267 Edm = 0.0793306 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297285.6834814 Edm = 0.0220623 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297285.6525513 Edm = 0.00186762 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297285.65043 Edm = 0.000392661 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297285.6430999 Edm = 0.00654032 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297285.0792753 Edm = 0.501382 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297278.1402404 Edm = 1.44393 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297276.4822052 Edm = 0.721915 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297275.9178431 Edm = 0.48547 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297275.3756353 Edm = 0.383555 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297274.8884029 Edm = 0.134766 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297274.7406531 Edm = 0.0514587 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297274.7074286 Edm = 0.00218942 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297274.7044654 Edm = 0.000408538 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297274.7027267 Edm = 0.00111408 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297274.6540242 Edm = 0.0456486 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297272.4793012 Edm = 1.57252 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297269.7554971 Edm = 3.6841 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297265.1762539 Edm = 1.4322 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297262.1507178 Edm = 3.62483 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297261.1178912 Edm = 0.496313 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297260.4821599 Edm = 0.284076 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297260.216148 Edm = 0.0938048 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297260.1108294 Edm = 0.0336206 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297260.0796022 Edm = 0.0066363 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297260.0707968 Edm = 0.00313314 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297260.0660443 Edm = 0.0021602 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297260.0534337 Edm = 0.00855677 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297259.8657677 Edm = 0.177087 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297259.5432777 Edm = 0.356835 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297259.4160245 Edm = 0.124271 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297258.7884477 Edm = 0.766059 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297258.4056936 Edm = 0.427934 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297258.1939628 Edm = 0.181231 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297256.1529285 Edm = 2.11578 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297255.6381934 Edm = 1.05115 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297250.8833685 Edm = 3.98232 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297239.9803123 Edm = 20.0194 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297238.2997967 Edm = 1.85869 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297237.5039699 Edm = 0.375397 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297237.1481974 Edm = 0.0998714 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297237.0335915 Edm = 0.0169759 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297237.0152533 Edm = 0.00187191 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297237.0138474 Edm = 0.000329771 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297237.0131065 Edm = 0.000165238 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297237.0124078 Edm = 0.000305275 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297237.0092006 Edm = 0.00287768 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297236.8774327 Edm = 0.109266 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297235.4796793 Edm = 0.409077 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297234.711151 Edm = 0.0386091 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297234.6828004 Edm = 0.00197383 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297234.6808113 Edm = 6.40333e-05 NCalls = 323 -VariableMetric: After Hessian - FCN = 297234.6808113 Edm = 1.51706 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297234.6808113 Edm = 1.51706 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297233.2887506 Edm = 0.243998 NCalls = 806 -VariableMetric: Iteration # 106 - FCN = 297233.1537415 Edm = 0.0231113 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297233.1160842 Edm = 0.00348005 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297233.1118441 Edm = 0.000722386 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297233.1110471 Edm = 5.27235e-05 NCalls = 814 -VariableMetric: After Hessian - FCN = 297233.1110471 Edm = 6.77166e-05 NCalls = 1295 -VariableMetric: Iteration # 110 - FCN = 297233.1110471 Edm = 6.77166e-05 NCalls = 1295 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346897.7987116 Edm = 334.189 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346897.7987116 Edm = 334.189 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308339.3513869 Edm = 20.0933 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 308049.5310302 Edm = 967.725 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 307718.8550204 Edm = 65.9225 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 307672.3754901 Edm = 27.5925 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 303475.3904609 Edm = 310.187 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298194.2466255 Edm = 918.438 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297911.1640594 Edm = 348.44 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297849.4146072 Edm = 2.69281 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297846.5718548 Edm = 0.783831 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297820.9239927 Edm = 18.0783 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297749.3617472 Edm = 0.057906 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297749.2584019 Edm = 0.0449789 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297747.6413678 Edm = 1.59373 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297707.5991858 Edm = 1.07516 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297706.3465399 Edm = 0.208594 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297702.8623862 Edm = 3.04462 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297632.0645444 Edm = 22.2387 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297595.22432 Edm = 29.8456 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297567.1336558 Edm = 13.0872 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297537.5470434 Edm = 14.2898 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297523.6420158 Edm = 17.422 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297513.1380702 Edm = 9.89402 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297500.9213502 Edm = 7.99106 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297494.8920121 Edm = 2.26636 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297492.1723056 Edm = 0.16948 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297491.9825613 Edm = 0.00922584 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297491.9441615 Edm = 0.0328471 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297480.4179058 Edm = 3.04938 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297451.6160557 Edm = 12.8272 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297439.1466515 Edm = 6.06676 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297433.8340195 Edm = 1.23701 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297431.0293489 Edm = 0.477065 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297430.4748629 Edm = 0.274356 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297430.2288334 Edm = 0.0826748 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297430.1378602 Edm = 0.00805237 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297430.1011412 Edm = 0.0145413 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297430.0631074 Edm = 0.0122871 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297430.0163133 Edm = 0.0402163 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297429.0353977 Edm = 1.17245 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297428.864452 Edm = 0.176673 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297428.060465 Edm = 0.749325 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297420.6359498 Edm = 8.29932 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297417.2106595 Edm = 5.48078 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297403.6693237 Edm = 12.2684 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297382.7710742 Edm = 3.34829 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297379.0986671 Edm = 0.226173 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297379.0004683 Edm = 0.0457903 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297378.9474404 Edm = 0.0109483 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297378.9223917 Edm = 0.00883774 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297378.6768348 Edm = 0.280259 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297370.8845837 Edm = 8.2783 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297370.8652609 Edm = 0.0215232 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297370.7600825 Edm = 0.162111 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297368.4898402 Edm = 2.27878 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297368.3999477 Edm = 0.0781056 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297363.8464509 Edm = 2.31763 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297359.243771 Edm = 8.66058 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297355.0244067 Edm = 6.67126 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297346.1705776 Edm = 6.23626 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297340.1287572 Edm = 0.974652 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297339.5838459 Edm = 0.122819 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297339.4761554 Edm = 0.0309689 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297339.4535515 Edm = 0.00940582 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297339.4447298 Edm = 0.00145312 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297339.4407595 Edm = 0.00298373 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297339.2749156 Edm = 0.153441 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297329.9794425 Edm = 6.59756 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297319.8008302 Edm = 1.16895 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297318.5753921 Edm = 0.218928 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297318.3020288 Edm = 0.0109924 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297318.2874859 Edm = 0.00273699 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297318.281329 Edm = 0.00082789 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297318.2798545 Edm = 0.000577732 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297318.276259 Edm = 0.0024461 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297318.2573095 Edm = 0.0156119 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297315.9364089 Edm = 1.04198 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297313.9840729 Edm = 0.0714904 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297313.8899056 Edm = 0.0103493 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297313.8771291 Edm = 0.000776368 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297313.8762965 Edm = 0.000146249 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297313.8757695 Edm = 0.000404102 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297313.8611773 Edm = 0.013715 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297313.0685547 Edm = 0.467467 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297311.531685 Edm = 0.679094 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297309.8748194 Edm = 0.890047 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297309.0515494 Edm = 0.167001 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297308.8945005 Edm = 0.0089705 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297308.8874068 Edm = 0.000532615 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297308.8861284 Edm = 0.000856632 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297308.8524113 Edm = 0.0427669 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297308.8435302 Edm = 0.00859554 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297308.6889513 Edm = 0.141903 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297303.8847965 Edm = 3.26436 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297299.3167902 Edm = 0.583126 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297298.9619233 Edm = 0.0436818 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297298.9259121 Edm = 0.00461085 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297298.9219278 Edm = 0.000412421 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297298.9211032 Edm = 0.000448162 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297298.9080637 Edm = 0.0102862 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297298.8215256 Edm = 0.0588562 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297298.3961174 Edm = 0.336395 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297296.7631685 Edm = 0.522475 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297296.1660649 Edm = 0.0485193 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297296.1220566 Edm = 0.0258454 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297296.0953414 Edm = 0.00722917 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297296.0886086 Edm = 0.00040673 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297296.088104 Edm = 9.88249e-05 NCalls = 334 -VariableMetric: Iteration # 108 - FCN = 297296.0864358 Edm = 0.00137633 NCalls = 338 -VariableMetric: Iteration # 109 - FCN = 297296.0168794 Edm = 0.0588798 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297293.9931623 Edm = 0.553857 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297293.3387695 Edm = 0.0411296 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297293.3040657 Edm = 0.00171566 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297293.302676 Edm = 8.03502e-05 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297293.3026031 Edm = 9.32217e-06 NCalls = 355 -VariableMetric: After Hessian - FCN = 297293.3026031 Edm = 93.5101 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297293.3026031 Edm = 93.5101 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297292.7307957 Edm = 3339.79 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297292.2202787 Edm = 0.521108 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297291.4344607 Edm = 0.378184 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297291.2568946 Edm = 0.0433493 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297291.1501368 Edm = 0.0321349 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297291.084972 Edm = 0.0126314 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297291.0551395 Edm = 0.0247617 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297290.9378254 Edm = 0.0789153 NCalls = 869 -VariableMetric: Iteration # 124 - FCN = 297290.8052648 Edm = 0.0593742 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297290.7034805 Edm = 0.0262317 NCalls = 873 -VariableMetric: Iteration # 126 - FCN = 297290.6594643 Edm = 0.00541956 NCalls = 875 -VariableMetric: Iteration # 127 - FCN = 297290.6494893 Edm = 0.00198856 NCalls = 877 -VariableMetric: Iteration # 128 - FCN = 297290.647011 Edm = 0.000568698 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297290.646165 Edm = 9.15161e-05 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297290.6460059 Edm = 2.90138e-05 NCalls = 883 -VariableMetric: After Hessian - FCN = 297290.6460059 Edm = 8.92484e-05 NCalls = 1368 -VariableMetric: Iteration # 131 - FCN = 297290.6460059 Edm = 8.92484e-05 NCalls = 1368 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322660.7550214 Edm = 590.166 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322660.7550214 Edm = 590.166 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302479.8486269 Edm = 6.22312 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302290.4730471 Edm = 1446.87 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302100.0590156 Edm = 119.821 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302057.9611747 Edm = 1.79442 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 302018.6583835 Edm = 52.6172 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301190.4612478 Edm = 318.241 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 300203.571222 Edm = 12.0635 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 300185.3353513 Edm = 11.642 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 300169.9312885 Edm = 1.60716 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 300157.1949049 Edm = 13.0246 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 300099.5276867 Edm = 51.937 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 299573.9970392 Edm = 227.685 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298519.3692195 Edm = 959.523 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298135.3701815 Edm = 34.3936 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297975.2926489 Edm = 85.64 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297933.2597654 Edm = 24.6025 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297909.4316393 Edm = 0.789348 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297907.5443646 Edm = 0.385237 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297906.7966127 Edm = 0.384058 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297894.2927321 Edm = 14.2896 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297863.4306002 Edm = 27.2944 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297747.3266508 Edm = 13.6867 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297736.5812206 Edm = 0.50366 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297736.1897301 Edm = 0.0289211 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297736.112518 Edm = 0.056309 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297702.5942239 Edm = 1.33706 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297557.4983265 Edm = 7.75458 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297547.1424507 Edm = 0.663103 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297546.3300349 Edm = 0.0976684 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297546.0275569 Edm = 0.0501464 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297545.7509534 Edm = 0.225611 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297535.3457527 Edm = 7.53297 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297499.5617387 Edm = 5.61742 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297493.550356 Edm = 1.5944 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297492.4789237 Edm = 0.0212112 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297492.4478064 Edm = 0.00453014 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297492.3835574 Edm = 0.0580569 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297464.7677214 Edm = 9.25199 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297447.544508 Edm = 11.5928 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297443.6023457 Edm = 2.52375 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297440.7803001 Edm = 1.09497 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297439.7316174 Edm = 0.0944269 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297439.6081946 Edm = 0.0161017 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297439.5903955 Edm = 0.00266936 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297439.583986 Edm = 0.00373418 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297439.5002895 Edm = 0.0655924 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297437.0404186 Edm = 2.81081 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297436.5775319 Edm = 0.417166 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297426.9706766 Edm = 6.03347 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297416.8222608 Edm = 6.87494 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297412.5242231 Edm = 1.09588 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297412.0433414 Edm = 0.43861 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297411.4915455 Edm = 0.193877 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297411.191346 Edm = 0.0505393 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297411.1476783 Edm = 0.00415132 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297411.1444934 Edm = 0.00154248 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297411.1416166 Edm = 0.00216163 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297410.5703851 Edm = 0.520385 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297405.0349308 Edm = 1.30727 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297403.9032878 Edm = 0.306311 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297403.6578383 Edm = 0.0236904 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297403.6163192 Edm = 0.0112445 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297403.6034758 Edm = 0.000880577 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297403.6020731 Edm = 0.00070915 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297403.5975741 Edm = 0.00630136 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297403.3952679 Edm = 0.17553 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297397.1402486 Edm = 2.27523 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297395.8840497 Edm = 0.244283 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297395.6633422 Edm = 0.00622304 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297395.6567903 Edm = 0.000914544 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297395.6533734 Edm = 0.00132365 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297395.6497829 Edm = 0.000658626 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297395.6423125 Edm = 0.0067047 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297395.4860119 Edm = 0.116892 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297393.1717905 Edm = 1.91997 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297391.7973646 Edm = 2.08208 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297389.6601332 Edm = 0.375636 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297389.4083217 Edm = 0.0366842 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297389.3641095 Edm = 0.0034543 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297389.3592084 Edm = 0.000312156 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297389.3588747 Edm = 3.61373e-05 NCalls = 252 -VariableMetric: After Hessian - FCN = 297389.3588747 Edm = 215.164 NCalls = 731 -VariableMetric: Iteration # 82 - FCN = 297389.3588747 Edm = 215.164 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297389.29427 Edm = 347.168 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297385.5065438 Edm = 0.745123 NCalls = 740 -VariableMetric: Iteration # 85 - FCN = 297385.2070295 Edm = 0.165491 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297384.6523615 Edm = 2.16857 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297383.9137389 Edm = 1.02959 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297383.6633113 Edm = 0.418795 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297383.3093942 Edm = 0.195362 NCalls = 750 -VariableMetric: Iteration # 90 - FCN = 297382.9588409 Edm = 0.266057 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297382.8123691 Edm = 0.0427942 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297382.7816161 Edm = 0.012816 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297382.7725145 Edm = 0.00434948 NCalls = 756 -VariableMetric: Iteration # 94 - FCN = 297382.767553 Edm = 0.00374527 NCalls = 758 -VariableMetric: Iteration # 95 - FCN = 297382.7644423 Edm = 0.00272082 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297382.7608143 Edm = 0.00689844 NCalls = 762 -VariableMetric: Iteration # 97 - FCN = 297382.7420367 Edm = 0.0235241 NCalls = 766 -VariableMetric: Iteration # 98 - FCN = 297382.6796683 Edm = 0.0984751 NCalls = 771 -VariableMetric: Iteration # 99 - FCN = 297382.5359943 Edm = 0.14151 NCalls = 777 -VariableMetric: Iteration # 100 - FCN = 297382.2020687 Edm = 0.295786 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297381.8381328 Edm = 0.182715 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297381.7078522 Edm = 0.0964285 NCalls = 783 -VariableMetric: Iteration # 103 - FCN = 297381.6116103 Edm = 0.0500262 NCalls = 785 -VariableMetric: Iteration # 104 - FCN = 297381.5211464 Edm = 0.0453857 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297381.4226982 Edm = 0.0841069 NCalls = 790 -VariableMetric: Iteration # 106 - FCN = 297381.2935018 Edm = 0.077352 NCalls = 792 -VariableMetric: Iteration # 107 - FCN = 297381.051835 Edm = 0.20823 NCalls = 795 -VariableMetric: Iteration # 108 - FCN = 297380.9273326 Edm = 0.103983 NCalls = 797 -VariableMetric: Iteration # 109 - FCN = 297380.7789687 Edm = 0.0320861 NCalls = 799 -VariableMetric: Iteration # 110 - FCN = 297380.7560899 Edm = 0.00528725 NCalls = 801 -VariableMetric: Iteration # 111 - FCN = 297380.7509108 Edm = 0.00135479 NCalls = 803 -VariableMetric: Iteration # 112 - FCN = 297380.7476478 Edm = 0.00137286 NCalls = 805 -VariableMetric: Iteration # 113 - FCN = 297380.7455939 Edm = 0.000426879 NCalls = 807 -VariableMetric: Iteration # 114 - FCN = 297380.7449673 Edm = 0.000336242 NCalls = 809 -VariableMetric: Iteration # 115 - FCN = 297380.7445195 Edm = 0.000254635 NCalls = 811 -VariableMetric: Iteration # 116 - FCN = 297380.744196 Edm = 2.51024e-05 NCalls = 813 -VariableMetric: After Hessian - FCN = 297380.744196 Edm = 3.35335e-05 NCalls = 1300 -VariableMetric: Iteration # 117 - FCN = 297380.744196 Edm = 3.35335e-05 NCalls = 1300 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321605.4708505 Edm = 24.7271 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321605.4708505 Edm = 24.7271 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313619.8617259 Edm = 232.134 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 312232.5673306 Edm = 7776.3 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 311060.6231017 Edm = 3202.27 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 302546.6288033 Edm = 165.082 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 299047.307145 Edm = 7.89691 NCalls = 38 -VariableMetric: Iteration # 6 - FCN = 299042.9977095 Edm = 5.93828 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 298966.1128262 Edm = 3.3454 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 298956.0753388 Edm = 6.07716 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 298485.8788521 Edm = 78.3213 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 298334.9652299 Edm = 16.4566 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298278.0952825 Edm = 20.8502 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 298245.9838312 Edm = 123.759 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 298135.2745259 Edm = 17.5283 NCalls = 70 -VariableMetric: Iteration # 14 - FCN = 298116.9403438 Edm = 4.86794 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 298113.9166253 Edm = 0.831129 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 298106.6346484 Edm = 11.4388 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 297827.10661 Edm = 33.0125 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 297782.946217 Edm = 0.233752 NCalls = 86 -VariableMetric: Iteration # 19 - FCN = 297782.6612486 Edm = 0.0429671 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297781.8851037 Edm = 0.775556 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 297757.4242552 Edm = 20.5334 NCalls = 99 -VariableMetric: Iteration # 22 - FCN = 297723.9504279 Edm = 1.56651 NCalls = 102 -VariableMetric: Iteration # 23 - FCN = 297722.7536341 Edm = 0.0874931 NCalls = 104 -VariableMetric: Iteration # 24 - FCN = 297722.6206015 Edm = 0.0719932 NCalls = 106 -VariableMetric: Iteration # 25 - FCN = 297715.5861657 Edm = 7.74576 NCalls = 112 -VariableMetric: Iteration # 26 - FCN = 297715.0785293 Edm = 0.484691 NCalls = 115 -VariableMetric: Iteration # 27 - FCN = 297656.7060971 Edm = 7.32817 NCalls = 122 -VariableMetric: Iteration # 28 - FCN = 297541.1651669 Edm = 12.8475 NCalls = 125 -VariableMetric: Iteration # 29 - FCN = 297524.5971509 Edm = 3.15292 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 297523.0011603 Edm = 0.0412782 NCalls = 129 -VariableMetric: Iteration # 31 - FCN = 297522.9381706 Edm = 0.0280486 NCalls = 131 -VariableMetric: Iteration # 32 - FCN = 297522.1602825 Edm = 0.20457 NCalls = 136 -VariableMetric: Iteration # 33 - FCN = 297522.0326197 Edm = 0.161147 NCalls = 138 -VariableMetric: Iteration # 34 - FCN = 297521.8723129 Edm = 0.026141 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 297520.9390497 Edm = 0.939846 NCalls = 144 -VariableMetric: Iteration # 36 - FCN = 297511.3205034 Edm = 9.81756 NCalls = 151 -VariableMetric: Iteration # 37 - FCN = 297471.2745764 Edm = 74.321 NCalls = 154 -VariableMetric: Iteration # 38 - FCN = 297458.9440445 Edm = 27.6254 NCalls = 155 -VariableMetric: Iteration # 39 - FCN = 297420.6380309 Edm = 12.9164 NCalls = 157 -VariableMetric: Iteration # 40 - FCN = 297397.8053707 Edm = 3.78336 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297393.2865981 Edm = 0.554283 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297392.2073788 Edm = 0.29908 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297390.7817532 Edm = 0.346522 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297390.4063706 Edm = 0.183839 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297390.0606179 Edm = 0.047807 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297389.9554753 Edm = 0.00548076 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297389.9354073 Edm = 0.0146755 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297389.2828198 Edm = 0.718589 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297389.2750179 Edm = 0.0100409 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297389.2277497 Edm = 0.0612764 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297388.854981 Edm = 0.346774 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297388.161617 Edm = 1.54163 NCalls = 197 -VariableMetric: Iteration # 53 - FCN = 297385.4952018 Edm = 1.14977 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297385.278266 Edm = 0.423484 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297384.7500089 Edm = 0.102536 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297380.1740428 Edm = 1.48196 NCalls = 213 -VariableMetric: Iteration # 57 - FCN = 297380.1477886 Edm = 0.0762927 NCalls = 215 -VariableMetric: Iteration # 58 - FCN = 297379.9098498 Edm = 0.231484 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297375.8239544 Edm = 2.14801 NCalls = 223 -VariableMetric: Iteration # 60 - FCN = 297372.7194338 Edm = 0.769181 NCalls = 225 -VariableMetric: Iteration # 61 - FCN = 297370.833994 Edm = 1.13232 NCalls = 227 -VariableMetric: Iteration # 62 - FCN = 297365.043165 Edm = 2.83094 NCalls = 230 -VariableMetric: Iteration # 63 - FCN = 297359.1525434 Edm = 4.01225 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297355.481456 Edm = 1.99891 NCalls = 236 -VariableMetric: Iteration # 65 - FCN = 297352.8203142 Edm = 1.51684 NCalls = 238 -VariableMetric: Iteration # 66 - FCN = 297351.6861232 Edm = 0.496707 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297350.9468108 Edm = 0.422181 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297350.2325717 Edm = 0.600485 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297349.8850541 Edm = 0.121861 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297349.755152 Edm = 0.0344066 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297349.7271254 Edm = 0.00966546 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297349.7170428 Edm = 0.00299085 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297349.6938712 Edm = 0.0203199 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297349.3395748 Edm = 0.34643 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297349.3350665 Edm = 0.00779975 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297349.190988 Edm = 0.135126 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297348.290786 Edm = 0.216136 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297348.1250861 Edm = 0.0942348 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297347.9542123 Edm = 0.0803053 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297347.6972523 Edm = 0.194616 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297342.7141504 Edm = 4.14358 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297340.0908752 Edm = 8.67981 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297329.6404522 Edm = 14.5143 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297327.3626833 Edm = 15.0496 NCalls = 293 -VariableMetric: Iteration # 85 - FCN = 297323.8426989 Edm = 2.37295 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297322.1778678 Edm = 0.707543 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297321.8576889 Edm = 0.0340533 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297321.843018 Edm = 0.00852578 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297321.8363639 Edm = 0.0023757 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297321.8205109 Edm = 0.0102691 NCalls = 306 -VariableMetric: Iteration # 91 - FCN = 297321.7793054 Edm = 0.0108613 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297321.7549105 Edm = 0.0103828 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297321.7407987 Edm = 0.00490529 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297321.6930274 Edm = 0.0428617 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297319.4910431 Edm = 3.73976 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297319.3652318 Edm = 0.0705988 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297319.1504706 Edm = 0.223292 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297318.1802134 Edm = 0.425769 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297317.7192412 Edm = 0.101454 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297317.5991658 Edm = 0.075472 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297317.41597 Edm = 0.108142 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297317.059627 Edm = 0.0680263 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297316.9748554 Edm = 0.0127948 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297316.968902 Edm = 0.00254652 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297316.9654969 Edm = 0.00110431 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297316.963191 Edm = 0.00195873 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297316.956492 Edm = 0.00574034 NCalls = 349 -VariableMetric: Iteration # 108 - FCN = 297316.8975985 Edm = 0.0768238 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297316.4889802 Edm = 0.268455 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297315.5071 Edm = 0.577227 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297315.2927355 Edm = 0.189484 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297315.1210619 Edm = 0.0556859 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297314.9385074 Edm = 0.116045 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297314.5104851 Edm = 0.106791 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297314.3720721 Edm = 0.13246 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297314.3095337 Edm = 0.0372736 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297314.2405745 Edm = 0.00653435 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297314.2310357 Edm = 0.00163158 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297314.2281942 Edm = 0.00036559 NCalls = 384 -VariableMetric: Iteration # 120 - FCN = 297314.227653 Edm = 0.000188591 NCalls = 386 -VariableMetric: Iteration # 121 - FCN = 297314.2269096 Edm = 0.000612298 NCalls = 388 -VariableMetric: Iteration # 122 - FCN = 297314.2180889 Edm = 0.00849063 NCalls = 393 -VariableMetric: Iteration # 123 - FCN = 297314.0416718 Edm = 0.18987 NCalls = 398 -VariableMetric: Iteration # 124 - FCN = 297313.2349471 Edm = 0.275927 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297312.8099637 Edm = 0.17162 NCalls = 407 -VariableMetric: Iteration # 126 - FCN = 297312.6187414 Edm = 0.0447467 NCalls = 409 -VariableMetric: Iteration # 127 - FCN = 297312.5738045 Edm = 0.00475559 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297312.5695198 Edm = 0.000866554 NCalls = 412 -VariableMetric: Iteration # 129 - FCN = 297312.5682377 Edm = 0.000197917 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297312.567996 Edm = 0.000143585 NCalls = 416 -VariableMetric: Iteration # 131 - FCN = 297312.5675768 Edm = 0.000325296 NCalls = 418 -VariableMetric: Iteration # 132 - FCN = 297312.5551106 Edm = 0.0117071 NCalls = 422 -VariableMetric: Iteration # 133 - FCN = 297312.1132534 Edm = 0.19229 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297311.8287445 Edm = 0.0607001 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297311.7918526 Edm = 0.0107215 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297311.7685756 Edm = 0.00713569 NCalls = 433 -VariableMetric: Iteration # 137 - FCN = 297311.7539112 Edm = 0.00304452 NCalls = 435 -VariableMetric: Iteration # 138 - FCN = 297311.7515597 Edm = 0.000332523 NCalls = 437 -VariableMetric: Iteration # 139 - FCN = 297311.7511459 Edm = 5.97079e-05 NCalls = 439 -VariableMetric: After Hessian - FCN = 297311.7511459 Edm = 3.86987 NCalls = 920 -VariableMetric: Iteration # 140 - FCN = 297311.7511459 Edm = 3.86987 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 297311.3821111 Edm = 4.01974 NCalls = 922 -VariableMetric: Iteration # 142 - FCN = 297310.365757 Edm = 1.12455 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 297309.7250014 Edm = 0.0885143 NCalls = 927 -VariableMetric: Iteration # 144 - FCN = 297309.5935685 Edm = 0.0370637 NCalls = 929 -VariableMetric: Iteration # 145 - FCN = 297309.5221898 Edm = 0.025251 NCalls = 931 -VariableMetric: Iteration # 146 - FCN = 297309.4938285 Edm = 0.0126977 NCalls = 934 -VariableMetric: Iteration # 147 - FCN = 297309.4552972 Edm = 0.0175242 NCalls = 937 -VariableMetric: Iteration # 148 - FCN = 297309.4105121 Edm = 0.0151737 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297309.3589615 Edm = 0.0106194 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297309.3512631 Edm = 0.00414629 NCalls = 944 -VariableMetric: Iteration # 151 - FCN = 297309.3467672 Edm = 0.000680996 NCalls = 946 -VariableMetric: Iteration # 152 - FCN = 297309.3455736 Edm = 0.000320148 NCalls = 948 -VariableMetric: Iteration # 153 - FCN = 297309.3447389 Edm = 0.000239504 NCalls = 950 -VariableMetric: Iteration # 154 - FCN = 297309.3439983 Edm = 0.000109357 NCalls = 953 -VariableMetric: Iteration # 155 - FCN = 297309.3438576 Edm = 4.75672e-06 NCalls = 955 -VariableMetric: After Hessian - FCN = 297309.3438576 Edm = 4.67045e-06 NCalls = 1448 -VariableMetric: Iteration # 156 - FCN = 297309.3438576 Edm = 4.67045e-06 NCalls = 1448 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316180.2863783 Edm = 37.3759 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316180.2863783 Edm = 37.3759 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302679.9569215 Edm = 4.13392 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 302640.8542951 Edm = 8.73647 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301605.1701664 Edm = 52.6407 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301503.090158 Edm = 153.015 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 301465.3333542 Edm = 22.5703 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301439.5018289 Edm = 11.7909 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 301269.3397216 Edm = 98.7459 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 300860.2140872 Edm = 255.81 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299885.8766959 Edm = 700.85 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 299484.4873227 Edm = 306.44 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 299265.5095507 Edm = 25.3207 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 299251.4094709 Edm = 1.49781 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 299182.3130428 Edm = 76.8348 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 299180.3634057 Edm = 1.80954 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 299177.5426694 Edm = 2.33829 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 299159.241308 Edm = 12.7112 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 299037.8535112 Edm = 178.725 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 299010.2121457 Edm = 67.1745 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 298907.2836709 Edm = 46.5373 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 298882.4480504 Edm = 1.31264 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 298872.7626333 Edm = 10.5334 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 298737.5741145 Edm = 140.61 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 298706.5770458 Edm = 32.1164 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 298646.5692518 Edm = 53.8253 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 298190.2088265 Edm = 4.40591 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 298183.9006162 Edm = 2.43667 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 298178.8079556 Edm = 1.58519 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 298177.0907393 Edm = 0.160516 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 298176.3434384 Edm = 0.463061 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 298174.8641051 Edm = 0.181266 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 298174.3888381 Edm = 0.244253 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 298173.1076664 Edm = 0.864236 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 298168.5832155 Edm = 3.40871 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 298147.4582266 Edm = 51.1203 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 298143.6851611 Edm = 5.00484 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 298127.104 Edm = 9.0469 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 298114.3182643 Edm = 0.754785 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 298113.462699 Edm = 0.407533 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 298113.0406486 Edm = 0.108071 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 298112.7049416 Edm = 0.202611 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 298100.7732169 Edm = 2.75973 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 298100.0440506 Edm = 4.09176 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 298096.4074394 Edm = 2.33846 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 298091.5009033 Edm = 2.13204 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 298087.1092825 Edm = 2.64641 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 298083.2497048 Edm = 2.14352 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 298081.796876 Edm = 0.941172 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 298080.5244035 Edm = 0.22378 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 298079.5400664 Edm = 0.735096 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 298077.2761704 Edm = 2.82981 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 298001.1159373 Edm = 73.2125 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297928.2311354 Edm = 38.7119 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297846.5375476 Edm = 247.154 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297804.0594348 Edm = 60.6432 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297793.2418871 Edm = 13.5792 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297747.7329934 Edm = 26.7952 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297699.9637317 Edm = 28.8403 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297631.9405093 Edm = 35.8542 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297597.6816636 Edm = 12.758 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297586.6319442 Edm = 2.44639 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297584.2590314 Edm = 0.232841 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297583.9865568 Edm = 0.0313962 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297583.8927437 Edm = 0.0255795 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297583.6262391 Edm = 0.159923 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297582.7537232 Edm = 0.595361 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297570.1609853 Edm = 1.79271 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297568.4969285 Edm = 2.07805 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297566.2334116 Edm = 1.27159 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297562.6375995 Edm = 1.64534 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297560.5861137 Edm = 1.16527 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297559.7521518 Edm = 0.409715 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297559.1082506 Edm = 0.313611 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297558.7481161 Edm = 0.248295 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297558.4477004 Edm = 0.13612 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297557.9282948 Edm = 0.187113 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297556.9278045 Edm = 1.11382 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297556.4311966 Edm = 0.847149 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297554.8251573 Edm = 2.82769 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297554.412828 Edm = 0.674537 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297548.4770228 Edm = 1.2152 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297545.2448032 Edm = 0.452779 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297544.7029719 Edm = 0.134346 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297544.2339685 Edm = 0.184863 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297543.8530845 Edm = 0.0876405 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297543.627304 Edm = 0.0657252 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297543.5712017 Edm = 0.0556642 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297543.4830988 Edm = 0.0326187 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297543.3322084 Edm = 0.0789887 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297543.2678639 Edm = 0.0757134 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297543.1109789 Edm = 0.0553638 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297542.913652 Edm = 0.349342 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297542.39716 Edm = 0.604712 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297541.9825827 Edm = 0.540311 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297541.0263099 Edm = 0.385661 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297539.6001981 Edm = 6.29896 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297537.9789312 Edm = 0.98588 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297537.6342388 Edm = 0.786722 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297535.8801027 Edm = 1.05552 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297533.6906313 Edm = 2.52152 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297530.8820684 Edm = 1.04291 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297529.3878066 Edm = 1.21173 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297528.7012606 Edm = 0.426806 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297528.2247339 Edm = 0.0710243 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297528.04149 Edm = 0.116174 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297525.26175 Edm = 1.95631 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297521.3830426 Edm = 3.4191 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297518.0551296 Edm = 1.053 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297516.5974132 Edm = 1.41023 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297515.8439045 Edm = 0.67395 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297513.9868401 Edm = 0.834971 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297511.5489953 Edm = 1.22493 NCalls = 359 -VariableMetric: Iteration # 112 - FCN = 297511.3174316 Edm = 0.532135 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297510.5195872 Edm = 0.36821 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297510.0472012 Edm = 0.235818 NCalls = 366 -VariableMetric: Iteration # 115 - FCN = 297509.5116684 Edm = 0.409351 NCalls = 371 -VariableMetric: Iteration # 116 - FCN = 297508.9844137 Edm = 0.216142 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297508.7964137 Edm = 0.11561 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297508.6521952 Edm = 0.0345751 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297508.60709 Edm = 0.0129009 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297508.5854091 Edm = 0.00616202 NCalls = 382 -VariableMetric: Iteration # 121 - FCN = 297508.5663763 Edm = 0.0398791 NCalls = 384 -VariableMetric: Iteration # 122 - FCN = 297508.2491836 Edm = 0.282467 NCalls = 390 -VariableMetric: Iteration # 123 - FCN = 297496.6688471 Edm = 27.3477 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297496.5136394 Edm = 0.511825 NCalls = 399 -VariableMetric: Iteration # 125 - FCN = 297495.8801439 Edm = 0.497174 NCalls = 401 -VariableMetric: Iteration # 126 - FCN = 297495.0333695 Edm = 1.72554 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297479.744386 Edm = 14.5549 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297468.4335689 Edm = 17.6577 NCalls = 417 -VariableMetric: Iteration # 129 - FCN = 297461.8619873 Edm = 8.835 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297457.5757341 Edm = 1.23021 NCalls = 421 -VariableMetric: Iteration # 131 - FCN = 297456.05228 Edm = 0.109472 NCalls = 423 -VariableMetric: Iteration # 132 - FCN = 297455.9553978 Edm = 0.015896 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297455.9417249 Edm = 0.00436998 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297455.9304346 Edm = 0.00594776 NCalls = 427 -VariableMetric: Iteration # 135 - FCN = 297455.9005096 Edm = 0.00954104 NCalls = 429 -VariableMetric: Iteration # 136 - FCN = 297455.879002 Edm = 0.00620595 NCalls = 431 -VariableMetric: Iteration # 137 - FCN = 297455.8497804 Edm = 0.0191534 NCalls = 433 -VariableMetric: Iteration # 138 - FCN = 297455.5757751 Edm = 0.314239 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297455.2624529 Edm = 0.283039 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297431.8155871 Edm = 1.07227 NCalls = 446 -VariableMetric: Iteration # 141 - FCN = 297430.5803422 Edm = 0.0549649 NCalls = 448 -VariableMetric: Iteration # 142 - FCN = 297430.5139272 Edm = 0.0126522 NCalls = 450 -VariableMetric: Iteration # 143 - FCN = 297430.4914221 Edm = 0.0111839 NCalls = 452 -VariableMetric: Iteration # 144 - FCN = 297430.4612089 Edm = 0.0211169 NCalls = 454 -VariableMetric: Iteration # 145 - FCN = 297430.2592694 Edm = 0.137722 NCalls = 458 -VariableMetric: Iteration # 146 - FCN = 297427.7710668 Edm = 1.92254 NCalls = 462 -VariableMetric: Iteration # 147 - FCN = 297414.0447129 Edm = 2.86568 NCalls = 466 -VariableMetric: Iteration # 148 - FCN = 297410.7429057 Edm = 0.26952 NCalls = 468 -VariableMetric: Iteration # 149 - FCN = 297410.5233277 Edm = 0.178828 NCalls = 470 -VariableMetric: Iteration # 150 - FCN = 297410.4399819 Edm = 0.0367228 NCalls = 472 -VariableMetric: Iteration # 151 - FCN = 297410.4017446 Edm = 0.00453256 NCalls = 474 -VariableMetric: Iteration # 152 - FCN = 297410.3938956 Edm = 0.000975874 NCalls = 476 -VariableMetric: Iteration # 153 - FCN = 297410.3923312 Edm = 0.000191696 NCalls = 478 -VariableMetric: Iteration # 154 - FCN = 297410.3913887 Edm = 0.000669269 NCalls = 480 -VariableMetric: Iteration # 155 - FCN = 297410.3792304 Edm = 0.013516 NCalls = 484 -VariableMetric: Iteration # 156 - FCN = 297410.1378601 Edm = 0.194166 NCalls = 490 -VariableMetric: Iteration # 157 - FCN = 297409.1487966 Edm = 0.279357 NCalls = 492 -VariableMetric: Iteration # 158 - FCN = 297408.3257432 Edm = 0.0437995 NCalls = 495 -VariableMetric: Iteration # 159 - FCN = 297408.2833217 Edm = 0.00187428 NCalls = 497 -VariableMetric: Iteration # 160 - FCN = 297408.2815224 Edm = 8.98603e-05 NCalls = 498 -VariableMetric: Iteration # 161 - FCN = 297408.2813011 Edm = 9.5603e-05 NCalls = 500 -VariableMetric: Iteration # 162 - FCN = 297408.2788749 Edm = 0.0021154 NCalls = 504 -VariableMetric: Iteration # 163 - FCN = 297408.0126597 Edm = 0.219623 NCalls = 509 -VariableMetric: Iteration # 164 - FCN = 297407.1210899 Edm = 0.0490419 NCalls = 511 -VariableMetric: Iteration # 165 - FCN = 297407.0757124 Edm = 0.00158906 NCalls = 513 -VariableMetric: Iteration # 166 - FCN = 297407.0741309 Edm = 8.60741e-05 NCalls = 514 -VariableMetric: Iteration # 167 - FCN = 297407.0740162 Edm = 2.8721e-05 NCalls = 516 -VariableMetric: After Hessian - FCN = 297407.0740162 Edm = 221.731 NCalls = 995 -VariableMetric: Iteration # 168 - FCN = 297407.0740162 Edm = 221.731 NCalls = 995 -VariableMetric: Iteration # 169 - FCN = 297404.9074642 Edm = 89.4639 NCalls = 1006 -VariableMetric: Iteration # 170 - FCN = 297404.8311708 Edm = 1.0283 NCalls = 1009 -VariableMetric: Iteration # 171 - FCN = 297401.8219897 Edm = 0.217169 NCalls = 1012 -VariableMetric: Iteration # 172 - FCN = 297401.4655995 Edm = 0.138066 NCalls = 1014 -VariableMetric: Iteration # 173 - FCN = 297401.2895897 Edm = 0.137872 NCalls = 1016 -VariableMetric: Iteration # 174 - FCN = 297401.1758282 Edm = 0.0382425 NCalls = 1018 -VariableMetric: Iteration # 175 - FCN = 297401.1278516 Edm = 0.0160749 NCalls = 1020 -VariableMetric: Iteration # 176 - FCN = 297401.1016455 Edm = 0.0132405 NCalls = 1022 -VariableMetric: Iteration # 177 - FCN = 297401.0653839 Edm = 0.0529318 NCalls = 1025 -VariableMetric: Iteration # 178 - FCN = 297400.926605 Edm = 0.054769 NCalls = 1029 -VariableMetric: Iteration # 179 - FCN = 297400.8715984 Edm = 0.0455659 NCalls = 1031 -VariableMetric: Iteration # 180 - FCN = 297400.798799 Edm = 0.0217509 NCalls = 1034 -VariableMetric: Iteration # 181 - FCN = 297400.7287311 Edm = 0.0266149 NCalls = 1036 -VariableMetric: Iteration # 182 - FCN = 297400.6846251 Edm = 0.0485445 NCalls = 1038 -VariableMetric: Iteration # 183 - FCN = 297400.6225237 Edm = 0.0312056 NCalls = 1041 -VariableMetric: Iteration # 184 - FCN = 297400.5341758 Edm = 0.0596758 NCalls = 1044 -VariableMetric: Iteration # 185 - FCN = 297400.4871239 Edm = 0.0415805 NCalls = 1046 -VariableMetric: Iteration # 186 - FCN = 297400.405187 Edm = 0.0223351 NCalls = 1049 -VariableMetric: Iteration # 187 - FCN = 297400.3628045 Edm = 0.012477 NCalls = 1051 -VariableMetric: Iteration # 188 - FCN = 297400.3119659 Edm = 0.016145 NCalls = 1053 -VariableMetric: Iteration # 189 - FCN = 297400.2722474 Edm = 0.0359326 NCalls = 1056 -VariableMetric: Iteration # 190 - FCN = 297400.2219739 Edm = 0.0132518 NCalls = 1058 -VariableMetric: Iteration # 191 - FCN = 297400.1906909 Edm = 0.0090509 NCalls = 1060 -VariableMetric: Iteration # 192 - FCN = 297400.150297 Edm = 0.0128078 NCalls = 1062 -VariableMetric: Iteration # 193 - FCN = 297400.1154957 Edm = 0.0113927 NCalls = 1064 -VariableMetric: Iteration # 194 - FCN = 297400.0837059 Edm = 0.0116041 NCalls = 1067 -VariableMetric: Iteration # 195 - FCN = 297400.0628938 Edm = 0.00496168 NCalls = 1069 -VariableMetric: Iteration # 196 - FCN = 297400.0493611 Edm = 0.00417233 NCalls = 1071 -VariableMetric: Iteration # 197 - FCN = 297400.037719 Edm = 0.00299685 NCalls = 1073 -VariableMetric: Iteration # 198 - FCN = 297400.0253723 Edm = 0.00466698 NCalls = 1075 -VariableMetric: Iteration # 199 - FCN = 297400.0134941 Edm = 0.00384079 NCalls = 1077 -VariableMetric: Iteration # 200 - FCN = 297400.0067144 Edm = 0.00288273 NCalls = 1080 -VariableMetric: Iteration # 201 - FCN = 297400.0018779 Edm = 0.000717524 NCalls = 1082 -VariableMetric: Iteration # 202 - FCN = 297400.0003901 Edm = 0.000379372 NCalls = 1084 -VariableMetric: Iteration # 203 - FCN = 297399.9998387 Edm = 0.000110722 NCalls = 1086 -VariableMetric: Iteration # 204 - FCN = 297399.9996372 Edm = 7.62136e-05 NCalls = 1088 -VariableMetric: Iteration # 205 - FCN = 297399.9994403 Edm = 1.97879e-05 NCalls = 1090 -VariableMetric: After Hessian - FCN = 297399.9994403 Edm = 7.64209e-05 NCalls = 1579 -VariableMetric: Iteration # 206 - FCN = 297399.9994403 Edm = 7.64209e-05 NCalls = 1579 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310848.8356925 Edm = 87.5396 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310848.8356925 Edm = 87.5396 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299567.451336 Edm = 7.18133 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299269.3306988 Edm = 41.2635 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298804.5369015 Edm = 2.43667 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298779.6952634 Edm = 1.19602 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298778.7325557 Edm = 1.63366 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298765.3430726 Edm = 10.7513 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298754.1912751 Edm = 21.3368 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298724.3811178 Edm = 60.1699 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298722.3771963 Edm = 1.85319 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298398.6538284 Edm = 86.9622 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298382.4085571 Edm = 9.84683 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 298372.6793455 Edm = 4.00236 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 298358.4794824 Edm = 5.61942 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 298346.0047175 Edm = 0.364717 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 298345.7595755 Edm = 0.11216 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 298343.6719381 Edm = 0.815144 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 298329.0965667 Edm = 14.1427 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 298319.3766112 Edm = 14.775 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 298287.0236469 Edm = 39.3514 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298246.1861795 Edm = 10.0665 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 298173.1765534 Edm = 96.3444 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 298133.8880347 Edm = 19.9514 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 298075.3336869 Edm = 12.9293 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 298066.9864701 Edm = 4.06323 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 298062.8400034 Edm = 0.120481 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 298062.3551623 Edm = 0.357904 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 298042.002546 Edm = 20.964 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297973.3220778 Edm = 44.3307 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297859.2969615 Edm = 42.2629 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297822.8902906 Edm = 4.12877 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297817.7951977 Edm = 1.5792 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297813.7939388 Edm = 1.70116 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297810.6544507 Edm = 0.436966 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297809.4820203 Edm = 0.107595 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297809.3146666 Edm = 0.0206814 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297809.2940392 Edm = 0.00648814 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297809.2005521 Edm = 0.0789233 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297799.1852648 Edm = 7.3848 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297747.2447307 Edm = 4.05654 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297744.1069229 Edm = 14.2743 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297731.2282237 Edm = 3.91866 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297727.8751081 Edm = 1.95673 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297719.5266436 Edm = 5.36064 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297717.9728236 Edm = 3.08559 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297705.3170585 Edm = 27.1953 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297694.1344795 Edm = 20.1926 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297692.8430813 Edm = 2.35829 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297691.525067 Edm = 4.52167 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297684.8437974 Edm = 5.7026 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297681.927158 Edm = 0.589366 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297681.2042254 Edm = 0.0518346 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297681.1067439 Edm = 0.00887379 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297681.0920042 Edm = 0.00488413 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297680.897586 Edm = 0.24777 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297680.7818782 Edm = 0.107829 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297672.7014889 Edm = 1.38363 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297671.3454829 Edm = 0.34451 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297670.9211603 Edm = 0.0191882 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297670.9004482 Edm = 0.00417909 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297670.8719295 Edm = 0.0222761 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297670.1520236 Edm = 0.573737 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297657.0158454 Edm = 4.13085 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297649.7935933 Edm = 0.8879 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297648.8527135 Edm = 0.118233 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297648.7440402 Edm = 0.0218892 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297648.7086307 Edm = 0.0146967 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297648.6902222 Edm = 0.00542133 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297648.6816808 Edm = 0.00317907 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297648.6671939 Edm = 0.00976321 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297648.3472649 Edm = 0.281367 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297641.4162873 Edm = 5.17234 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297640.1308722 Edm = 2.34653 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297637.3864833 Edm = 2.57591 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297632.7479654 Edm = 0.733816 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297630.9412874 Edm = 0.283302 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297630.6468385 Edm = 0.0435445 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297630.5997074 Edm = 0.00598756 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297630.5900158 Edm = 0.00101561 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297630.5878016 Edm = 0.00112089 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297630.5790049 Edm = 0.005988 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297630.554969 Edm = 0.00867892 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297630.5115891 Edm = 0.0347697 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297629.8653713 Edm = 0.424526 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297626.1989946 Edm = 0.918305 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297625.1377527 Edm = 0.337223 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297624.9292025 Edm = 0.0729272 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297624.8431024 Edm = 0.0354729 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297624.8194479 Edm = 0.00526003 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297624.813809 Edm = 0.000416875 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297624.8118045 Edm = 0.00164543 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297624.5557072 Edm = 0.247864 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297622.1319211 Edm = 0.809073 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297621.3739664 Edm = 0.151309 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297621.2458089 Edm = 0.0129359 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297621.2337649 Edm = 0.00179134 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297621.2310451 Edm = 0.000405717 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297621.2304029 Edm = 0.000119542 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297621.2289194 Edm = 0.00142967 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297621.1748456 Edm = 0.0522346 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297619.8721469 Edm = 0.318355 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297619.3960879 Edm = 0.0367504 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297619.3623341 Edm = 0.00128412 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297619.3611919 Edm = 7.96599e-05 NCalls = 327 -VariableMetric: After Hessian - FCN = 297619.3611919 Edm = 1225.26 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297619.3611919 Edm = 1225.26 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297617.8844638 Edm = 91.0467 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297615.4009292 Edm = 1.48684 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297614.7426138 Edm = 0.194879 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297614.4128515 Edm = 0.0704856 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297614.2954858 Edm = 0.0232703 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297614.2298683 Edm = 0.0155976 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297614.1831882 Edm = 0.0144554 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297614.1273833 Edm = 0.0213559 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297614.0616938 Edm = 0.0353992 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297613.9674216 Edm = 0.0298683 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297613.8655384 Edm = 0.0383246 NCalls = 832 -VariableMetric: Iteration # 116 - FCN = 297613.7657165 Edm = 0.0148552 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297613.7356768 Edm = 0.00452996 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297613.7241383 Edm = 0.00182725 NCalls = 838 -VariableMetric: Iteration # 119 - FCN = 297613.7209081 Edm = 0.000482827 NCalls = 840 -VariableMetric: Iteration # 120 - FCN = 297613.7199565 Edm = 0.000183334 NCalls = 842 -VariableMetric: Iteration # 121 - FCN = 297613.7195375 Edm = 0.000116352 NCalls = 844 -VariableMetric: Iteration # 122 - FCN = 297613.7192915 Edm = 4.15293e-05 NCalls = 846 -VariableMetric: After Hessian - FCN = 297613.7192915 Edm = 0.000149522 NCalls = 1329 -VariableMetric: Iteration # 123 - FCN = 297613.7192915 Edm = 0.000149522 NCalls = 1329 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311159.2330369 Edm = 28.569 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311159.2330369 Edm = 28.569 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298474.4623793 Edm = 1.88255 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298470.6372381 Edm = 3.78075 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298304.3782298 Edm = 0.59795 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298303.3827351 Edm = 0.116939 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298302.7494947 Edm = 0.661975 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298204.5837957 Edm = 59.3638 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298042.6325653 Edm = 12.3438 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298023.294139 Edm = 1.41514 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298022.1926544 Edm = 0.564599 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298020.7282889 Edm = 1.1156 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297915.4710396 Edm = 76.0798 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297657.5422898 Edm = 44.2729 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297616.0895851 Edm = 3.00252 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297612.1510569 Edm = 0.0298845 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297612.0772094 Edm = 0.0242272 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297610.8251686 Edm = 1.04969 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297582.5394681 Edm = 6.52276 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297570.9024965 Edm = 4.30208 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297562.8351084 Edm = 0.647145 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297561.8874968 Edm = 0.111376 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297561.7726044 Edm = 0.0344222 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297561.7382326 Edm = 0.0122795 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297561.6029849 Edm = 0.0952374 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297555.6502549 Edm = 4.17768 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297536.9907989 Edm = 7.89326 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297527.0269207 Edm = 1.25717 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297525.6755598 Edm = 0.286938 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297525.128926 Edm = 0.165468 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297524.7646055 Edm = 0.055999 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297524.7081884 Edm = 0.00964852 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297524.6892649 Edm = 0.00930346 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297524.4637066 Edm = 0.215999 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297474.627939 Edm = 20.537 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297465.5082877 Edm = 3.71628 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297460.8227938 Edm = 0.433565 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297459.9692743 Edm = 0.199734 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297459.6950602 Edm = 0.0787257 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297459.6319058 Edm = 0.0336532 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297459.6045039 Edm = 0.00669688 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297459.5927426 Edm = 0.00335988 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297459.5527036 Edm = 0.0392256 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297459.3851491 Edm = 0.139827 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297449.5095576 Edm = 2.66298 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297447.8688894 Edm = 2.96357 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297445.5049352 Edm = 1.72301 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297443.8322216 Edm = 0.521468 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297443.2059193 Edm = 0.668379 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297442.6560871 Edm = 0.283682 NCalls = 150 -VariableMetric: Iteration # 49 - FCN = 297442.1129085 Edm = 0.16835 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297441.7601502 Edm = 0.118187 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297441.5504188 Edm = 0.0742619 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297441.4961521 Edm = 0.0105079 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297441.4844991 Edm = 0.00603732 NCalls = 162 -VariableMetric: Iteration # 54 - FCN = 297441.4741767 Edm = 0.0129715 NCalls = 164 -VariableMetric: Iteration # 55 - FCN = 297441.4196563 Edm = 0.0727677 NCalls = 168 -VariableMetric: Iteration # 56 - FCN = 297441.2749804 Edm = 0.13623 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297432.0860199 Edm = 12.9037 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297431.8683859 Edm = 0.434023 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297430.441048 Edm = 1.30635 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297426.8686613 Edm = 1.98679 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297425.7016174 Edm = 0.709203 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297425.0797135 Edm = 0.1798 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297424.8799496 Edm = 0.0657646 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297424.7956231 Edm = 0.0121225 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297424.7748282 Edm = 0.00366372 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297424.771337 Edm = 0.000720336 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297424.7697723 Edm = 0.000383022 NCalls = 203 -VariableMetric: Iteration # 68 - FCN = 297424.7668558 Edm = 0.00218049 NCalls = 206 -VariableMetric: Iteration # 69 - FCN = 297424.6771221 Edm = 0.0875823 NCalls = 210 -VariableMetric: Iteration # 70 - FCN = 297422.8424438 Edm = 1.08651 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297421.7629823 Edm = 0.181414 NCalls = 216 -VariableMetric: Iteration # 72 - FCN = 297421.6173183 Edm = 0.0201347 NCalls = 218 -VariableMetric: Iteration # 73 - FCN = 297421.602214 Edm = 0.00122262 NCalls = 220 -VariableMetric: Iteration # 74 - FCN = 297421.6007842 Edm = 0.000207207 NCalls = 222 -VariableMetric: Iteration # 75 - FCN = 297421.6003918 Edm = 0.000141523 NCalls = 224 -VariableMetric: Iteration # 76 - FCN = 297421.5979907 Edm = 0.00223903 NCalls = 228 -VariableMetric: Iteration # 77 - FCN = 297421.5251497 Edm = 0.0464098 NCalls = 232 -VariableMetric: Iteration # 78 - FCN = 297421.0668651 Edm = 0.33851 NCalls = 235 -VariableMetric: Iteration # 79 - FCN = 297418.3041349 Edm = 0.926727 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297416.9119182 Edm = 0.230548 NCalls = 242 -VariableMetric: Iteration # 81 - FCN = 297416.5991173 Edm = 0.0231647 NCalls = 245 -VariableMetric: Iteration # 82 - FCN = 297416.5780931 Edm = 0.00319532 NCalls = 247 -VariableMetric: Iteration # 83 - FCN = 297416.5740611 Edm = 0.00044046 NCalls = 249 -VariableMetric: Iteration # 84 - FCN = 297416.5735941 Edm = 8.46007e-05 NCalls = 251 -VariableMetric: Iteration # 85 - FCN = 297416.5732589 Edm = 0.000227448 NCalls = 253 -VariableMetric: Iteration # 86 - FCN = 297416.5696297 Edm = 0.00367537 NCalls = 257 -VariableMetric: Iteration # 87 - FCN = 297416.5130585 Edm = 0.0494457 NCalls = 263 -VariableMetric: Iteration # 88 - FCN = 297415.8500553 Edm = 0.275891 NCalls = 266 -VariableMetric: Iteration # 89 - FCN = 297415.5000603 Edm = 0.0125717 NCalls = 268 -VariableMetric: Iteration # 90 - FCN = 297415.4878849 Edm = 0.000583467 NCalls = 269 -VariableMetric: Iteration # 91 - FCN = 297415.4872979 Edm = 3.60862e-05 NCalls = 271 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324929.6897179 Edm = 63.626 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324929.6897179 Edm = 63.626 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303227.6984004 Edm = 3.4347 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303151.7602616 Edm = 71.3435 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302480.0297771 Edm = 12.8284 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299620.4140569 Edm = 3780.48 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 299558.6361254 Edm = 243.375 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298650.7235669 Edm = 27.0356 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 298637.0293659 Edm = 32.3317 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298614.3846552 Edm = 30.7829 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 298060.9812859 Edm = 69.8266 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 297925.5304542 Edm = 4.34293 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 297920.0179225 Edm = 1.02751 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297912.7969729 Edm = 1.98204 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297898.0389053 Edm = 6.17208 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297867.67171 Edm = 13.26 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297698.8167242 Edm = 9.59387 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297688.6483842 Edm = 4.51727 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297677.1571039 Edm = 2.72114 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297670.5582864 Edm = 3.50358 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297645.8850439 Edm = 1.55347 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297642.5460466 Edm = 2.08098 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297641.5708049 Edm = 2.37899 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297623.7051943 Edm = 1.90981 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297621.2872474 Edm = 1.00564 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297621.0728689 Edm = 0.526342 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297619.4266296 Edm = 0.83229 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297618.354205 Edm = 0.253082 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297617.3027045 Edm = 0.113788 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297617.19691 Edm = 0.262936 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297617.1132327 Edm = 0.277519 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297616.9699204 Edm = 0.089168 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297616.8133921 Edm = 0.166953 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297616.4807135 Edm = 0.386348 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297614.5403744 Edm = 3.04416 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297614.3536576 Edm = 0.421912 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297609.7092836 Edm = 11.8584 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297565.1123629 Edm = 8.57612 NCalls = 149 -VariableMetric: Iteration # 37 - FCN = 297553.4141565 Edm = 426289 NCalls = 159 -VariableMetric: Iteration # 38 - FCN = 297538.572501 Edm = 1.11437e+06 NCalls = 167 -VariableMetric: Iteration # 39 - FCN = 297486.4272334 Edm = 1.50517e+06 NCalls = 175 -VariableMetric: Iteration # 40 - FCN = 297454.688252 Edm = 302991 NCalls = 182 -VariableMetric: Iteration # 41 - FCN = 297398.5863293 Edm = 45500.4 NCalls = 189 -VariableMetric: Iteration # 42 - FCN = 297350.8621656 Edm = 15935.6 NCalls = 196 -VariableMetric: Iteration # 43 - FCN = 297342.07059 Edm = 3627.48 NCalls = 201 -VariableMetric: Iteration # 44 - FCN = 297336.4545688 Edm = 5620.85 NCalls = 205 -VariableMetric: Iteration # 45 - FCN = 297326.0503936 Edm = 897.754 NCalls = 208 -VariableMetric: Iteration # 46 - FCN = 297319.2885934 Edm = 1496.48 NCalls = 211 -VariableMetric: Iteration # 47 - FCN = 297314.5924925 Edm = 586.019 NCalls = 214 -VariableMetric: Iteration # 48 - FCN = 297312.7667214 Edm = 300.402 NCalls = 217 -VariableMetric: Iteration # 49 - FCN = 297309.9566275 Edm = 188.671 NCalls = 220 -VariableMetric: Iteration # 50 - FCN = 297308.811163 Edm = 52.9159 NCalls = 223 -VariableMetric: Iteration # 51 - FCN = 297306.0638153 Edm = 33.8558 NCalls = 225 -VariableMetric: Iteration # 52 - FCN = 297304.1759972 Edm = 21.0735 NCalls = 227 -VariableMetric: Iteration # 53 - FCN = 297300.5374728 Edm = 46.5264 NCalls = 229 -VariableMetric: Iteration # 54 - FCN = 297298.5377617 Edm = 16.961 NCalls = 231 -VariableMetric: Iteration # 55 - FCN = 297288.4211873 Edm = 65.6559 NCalls = 233 -VariableMetric: Iteration # 56 - FCN = 297283.3153098 Edm = 31.9143 NCalls = 235 -VariableMetric: Iteration # 57 - FCN = 297281.3439274 Edm = 13.793 NCalls = 237 -VariableMetric: Iteration # 58 - FCN = 297280.5439666 Edm = 6.38588 NCalls = 239 -VariableMetric: Iteration # 59 - FCN = 297277.9764701 Edm = 16.2852 NCalls = 241 -VariableMetric: Iteration # 60 - FCN = 297275.9675533 Edm = 2.84761 NCalls = 243 -VariableMetric: Iteration # 61 - FCN = 297275.1625699 Edm = 0.784578 NCalls = 245 -VariableMetric: Iteration # 62 - FCN = 297274.6048983 Edm = 7.60622 NCalls = 247 -VariableMetric: Iteration # 63 - FCN = 297274.1422053 Edm = 0.751975 NCalls = 249 -VariableMetric: Iteration # 64 - FCN = 297273.565305 Edm = 0.435049 NCalls = 251 -VariableMetric: Iteration # 65 - FCN = 297272.7859194 Edm = 1.92761 NCalls = 254 -VariableMetric: Iteration # 66 - FCN = 297272.3132984 Edm = 0.833275 NCalls = 257 -VariableMetric: Iteration # 67 - FCN = 297270.9789395 Edm = 0.838314 NCalls = 263 -VariableMetric: Iteration # 68 - FCN = 297270.3029459 Edm = 1.19791 NCalls = 265 -VariableMetric: Iteration # 69 - FCN = 297270.0156371 Edm = 0.644731 NCalls = 267 -VariableMetric: Iteration # 70 - FCN = 297269.7850591 Edm = 0.437472 NCalls = 269 -VariableMetric: Iteration # 71 - FCN = 297269.3119841 Edm = 0.467226 NCalls = 272 -VariableMetric: Iteration # 72 - FCN = 297268.7657886 Edm = 0.360374 NCalls = 274 -VariableMetric: Iteration # 73 - FCN = 297268.4296513 Edm = 0.24689 NCalls = 276 -VariableMetric: Iteration # 74 - FCN = 297268.0319469 Edm = 0.180152 NCalls = 278 -VariableMetric: Iteration # 75 - FCN = 297267.6853382 Edm = 0.237195 NCalls = 280 -VariableMetric: Iteration # 76 - FCN = 297267.5277594 Edm = 0.415101 NCalls = 283 -VariableMetric: Iteration # 77 - FCN = 297267.2481172 Edm = 0.134479 NCalls = 286 -VariableMetric: Iteration # 78 - FCN = 297267.0753058 Edm = 0.186427 NCalls = 289 -VariableMetric: Iteration # 79 - FCN = 297266.7507426 Edm = 0.233026 NCalls = 291 -VariableMetric: Iteration # 80 - FCN = 297266.3449787 Edm = 0.320989 NCalls = 294 -VariableMetric: Iteration # 81 - FCN = 297266.1564502 Edm = 0.267583 NCalls = 296 -VariableMetric: Iteration # 82 - FCN = 297265.8978571 Edm = 0.140733 NCalls = 299 -VariableMetric: Iteration # 83 - FCN = 297265.7180574 Edm = 0.223353 NCalls = 301 -VariableMetric: Iteration # 84 - FCN = 297265.5096991 Edm = 0.264535 NCalls = 303 -VariableMetric: Iteration # 85 - FCN = 297265.2229414 Edm = 0.35548 NCalls = 307 -VariableMetric: Iteration # 86 - FCN = 297264.9235133 Edm = 0.173062 NCalls = 310 -VariableMetric: Iteration # 87 - FCN = 297264.7898589 Edm = 0.0705619 NCalls = 312 -VariableMetric: Iteration # 88 - FCN = 297264.7498011 Edm = 0.0657762 NCalls = 314 -VariableMetric: Iteration # 89 - FCN = 297264.6936567 Edm = 0.0254914 NCalls = 316 -VariableMetric: Iteration # 90 - FCN = 297264.6532638 Edm = 0.010463 NCalls = 318 -VariableMetric: Iteration # 91 - FCN = 297264.6359425 Edm = 0.00422447 NCalls = 320 -VariableMetric: Iteration # 92 - FCN = 297264.6250349 Edm = 0.00609137 NCalls = 322 -VariableMetric: Iteration # 93 - FCN = 297264.6149163 Edm = 0.0054842 NCalls = 324 -VariableMetric: Iteration # 94 - FCN = 297264.6068276 Edm = 0.00166617 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297264.6040523 Edm = 0.00123354 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297264.5961513 Edm = 0.00574589 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297264.5732891 Edm = 0.00348318 NCalls = 335 -VariableMetric: Iteration # 98 - FCN = 297264.5693155 Edm = 0.000461467 NCalls = 337 -VariableMetric: Iteration # 99 - FCN = 297264.5682269 Edm = 0.000404264 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297264.5677664 Edm = 0.000147506 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297264.5675616 Edm = 9.54145e-05 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297264.5673096 Edm = 5.29509e-05 NCalls = 345 -VariableMetric: After Hessian - FCN = 297264.5673096 Edm = 8.38343e-05 NCalls = 828 -VariableMetric: Iteration # 103 - FCN = 297264.5673096 Edm = 8.38343e-05 NCalls = 828 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332381.1032502 Edm = 38.3698 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332381.1032502 Edm = 38.3698 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300878.248408 Edm = 3.09922 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300848.6160045 Edm = 5.61244 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300840.7467672 Edm = 6.47498 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 300559.5299343 Edm = 186.356 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298975.6652344 Edm = 9.17541 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298968.2423223 Edm = 0.881194 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298963.7230907 Edm = 3.65771 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298602.4453404 Edm = 157.284 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298507.6816361 Edm = 158.241 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298373.1371933 Edm = 0.337204 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298372.7607947 Edm = 0.154827 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298367.6297622 Edm = 5.88323 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 298331.7330342 Edm = 31.0115 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297605.6178318 Edm = 121.967 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297463.9343901 Edm = 200.892 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297438.7204658 Edm = 10.1863 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297430.1026863 Edm = 1.64534 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297428.6033403 Edm = 0.283568 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297427.7191218 Edm = 0.632471 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297423.2485897 Edm = 0.505022 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297422.363196 Edm = 0.182597 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297421.4528038 Edm = 0.243995 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297420.5017038 Edm = 2.61553 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297416.8729922 Edm = 3.33086 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297402.5395929 Edm = 12.3771 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297393.7389054 Edm = 17.0609 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297371.7728673 Edm = 4.20819 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297365.6078783 Edm = 0.179858 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297365.1146804 Edm = 0.254201 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297363.3873449 Edm = 0.170268 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297363.1835115 Edm = 0.0156131 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297363.1098948 Edm = 0.0430856 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297363.0615047 Edm = 0.0615091 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297362.9654968 Edm = 0.0297961 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297362.7195788 Edm = 0.435415 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297362.5718143 Edm = 0.180979 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297362.1066534 Edm = 0.246881 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297361.6653567 Edm = 1.47405 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297360.1666734 Edm = 0.670303 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297359.6906886 Edm = 0.605631 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297359.106838 Edm = 0.190967 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297357.0605754 Edm = 1.43369 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297347.7139252 Edm = 10.6783 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297315.9255897 Edm = 7.01079 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297307.8812126 Edm = 0.521743 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297307.3463373 Edm = 0.071843 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297307.2548951 Edm = 0.00690567 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297307.2393489 Edm = 0.0137207 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297307.0829718 Edm = 0.138613 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297303.7509847 Edm = 2.06718 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297287.319963 Edm = 15.6977 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297275.0117713 Edm = 3.03261 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297270.552753 Edm = 0.275502 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297270.2285723 Edm = 0.0352273 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297270.1885555 Edm = 0.020911 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297270.1478444 Edm = 0.0121147 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297270.1330399 Edm = 0.00123573 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297270.1295684 Edm = 0.00145623 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297270.1167992 Edm = 0.0134039 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297269.872465 Edm = 0.184263 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297269.8676518 Edm = 0.00268233 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297269.8621924 Edm = 0.00429047 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297269.6597195 Edm = 0.115703 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297268.4247067 Edm = 0.956719 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297266.3552852 Edm = 4.30542 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297256.0596474 Edm = 1.10548 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297254.8145315 Edm = 0.541688 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297254.2973225 Edm = 0.158345 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297253.8547515 Edm = 0.190263 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297253.6273892 Edm = 0.199184 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297253.4193775 Edm = 0.0261088 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297253.3784458 Edm = 0.00565756 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297253.3722232 Edm = 0.00254701 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297253.3694836 Edm = 0.000395042 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297253.368649 Edm = 0.000423017 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297253.3590323 Edm = 0.0087385 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297252.6685173 Edm = 0.662533 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297252.0465648 Edm = 1.36969 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297251.9947327 Edm = 0.091491 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297251.5758956 Edm = 0.41619 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297250.4190885 Edm = 0.986356 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297248.2020423 Edm = 0.858625 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297246.0995608 Edm = 2.06383 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297243.141389 Edm = 12.1744 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297237.8849776 Edm = 5.24991 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297236.8803514 Edm = 4.79153 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297231.6047259 Edm = 1.82664 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297230.3215192 Edm = 0.583028 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297229.5324603 Edm = 0.739275 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297229.1615763 Edm = 0.0871471 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297229.0685054 Edm = 0.00735314 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297229.0616183 Edm = 0.000889617 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297229.0597913 Edm = 0.000235835 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297229.0594061 Edm = 0.000300845 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297229.0551982 Edm = 0.00489681 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297229.0475234 Edm = 0.0072993 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297225.9509476 Edm = 0.287059 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297225.8288472 Edm = 0.137469 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297225.709906 Edm = 0.0400332 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297225.6351062 Edm = 0.0183511 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297225.5981271 Edm = 0.0057336 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297225.5918595 Edm = 0.00249056 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297225.5899777 Edm = 0.000472704 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297225.589311 Edm = 0.00016978 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297225.588356 Edm = 0.000590761 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297225.5527115 Edm = 0.0256486 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297225.2485367 Edm = 0.861879 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297224.9115528 Edm = 0.977919 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297223.6170947 Edm = 0.918345 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297221.6072318 Edm = 1.27513 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297220.9567217 Edm = 0.240832 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297220.4059917 Edm = 0.268665 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297219.7464596 Edm = 0.142837 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297219.6336898 Edm = 0.0282377 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297219.6087957 Edm = 0.00424607 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297219.6000791 Edm = 0.00357235 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297219.5878065 Edm = 0.00743225 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297219.5317581 Edm = 0.0455998 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297219.0299225 Edm = 0.276943 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297217.6314323 Edm = 1.36502 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297192.667834 Edm = 9.48704 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297192.5659765 Edm = 0.742724 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297191.8252676 Edm = 1.11106 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297190.347663 Edm = 1.24353 NCalls = 399 -VariableMetric: Iteration # 125 - FCN = 297182.2684252 Edm = 12.3524 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297173.6585476 Edm = 20.7203 NCalls = 412 -VariableMetric: Iteration # 127 - FCN = 297169.3085056 Edm = 12.9383 NCalls = 416 -VariableMetric: Iteration # 128 - FCN = 297162.8096592 Edm = 4.42948 NCalls = 421 -VariableMetric: Iteration # 129 - FCN = 297143.6028452 Edm = 0.893048 NCalls = 424 -VariableMetric: Iteration # 130 - FCN = 297142.7149189 Edm = 0.137828 NCalls = 426 -VariableMetric: Iteration # 131 - FCN = 297142.5946524 Edm = 0.0451431 NCalls = 427 -VariableMetric: Iteration # 132 - FCN = 297142.5610279 Edm = 0.0143126 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297142.5337763 Edm = 0.0062125 NCalls = 430 -VariableMetric: Iteration # 134 - FCN = 297142.52241 Edm = 0.00835727 NCalls = 432 -VariableMetric: Iteration # 135 - FCN = 297142.5105576 Edm = 0.0105845 NCalls = 434 -VariableMetric: Iteration # 136 - FCN = 297142.4536691 Edm = 0.0118961 NCalls = 438 -VariableMetric: Iteration # 137 - FCN = 297142.4374412 Edm = 0.00150982 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297142.4333865 Edm = 0.00237973 NCalls = 442 -VariableMetric: Iteration # 139 - FCN = 297142.4180962 Edm = 0.0070482 NCalls = 445 -VariableMetric: Iteration # 140 - FCN = 297142.3127253 Edm = 0.090575 NCalls = 448 -VariableMetric: Iteration # 141 - FCN = 297141.1285947 Edm = 0.259754 NCalls = 452 -VariableMetric: Iteration # 142 - FCN = 297140.8048195 Edm = 0.0664487 NCalls = 453 -VariableMetric: Iteration # 143 - FCN = 297140.7674833 Edm = 0.0226575 NCalls = 455 -VariableMetric: Iteration # 144 - FCN = 297140.7359109 Edm = 0.0138149 NCalls = 457 -VariableMetric: Iteration # 145 - FCN = 297140.6477968 Edm = 0.0504004 NCalls = 460 -VariableMetric: Iteration # 146 - FCN = 297140.2170972 Edm = 0.264721 NCalls = 465 -VariableMetric: Iteration # 147 - FCN = 297139.6544087 Edm = 0.647567 NCalls = 468 -VariableMetric: Iteration # 148 - FCN = 297138.6884727 Edm = 2.4316 NCalls = 472 -VariableMetric: Iteration # 149 - FCN = 297138.0245834 Edm = 1.55742 NCalls = 474 -VariableMetric: Iteration # 150 - FCN = 297136.2516511 Edm = 3.79129 NCalls = 478 -VariableMetric: Iteration # 151 - FCN = 297134.2055076 Edm = 1.50959 NCalls = 482 -VariableMetric: Iteration # 152 - FCN = 297132.9748862 Edm = 0.369364 NCalls = 484 -VariableMetric: Iteration # 153 - FCN = 297132.4047939 Edm = 0.280939 NCalls = 486 -VariableMetric: Iteration # 154 - FCN = 297132.066172 Edm = 0.222593 NCalls = 488 -VariableMetric: Iteration # 155 - FCN = 297131.671802 Edm = 0.164054 NCalls = 490 -VariableMetric: Iteration # 156 - FCN = 297131.4951135 Edm = 0.0476719 NCalls = 492 -VariableMetric: Iteration # 157 - FCN = 297131.4361878 Edm = 0.0246469 NCalls = 494 -VariableMetric: Iteration # 158 - FCN = 297131.3079078 Edm = 0.13447 NCalls = 498 -VariableMetric: Iteration # 159 - FCN = 297131.1265528 Edm = 0.134832 NCalls = 502 -VariableMetric: Iteration # 160 - FCN = 297130.9756758 Edm = 0.116699 NCalls = 506 -VariableMetric: Iteration # 161 - FCN = 297130.8189553 Edm = 0.120105 NCalls = 508 -VariableMetric: Iteration # 162 - FCN = 297130.6061788 Edm = 0.0324253 NCalls = 511 -VariableMetric: Iteration # 163 - FCN = 297130.5778051 Edm = 0.00575105 NCalls = 513 -VariableMetric: Iteration # 164 - FCN = 297130.5717929 Edm = 0.00068766 NCalls = 515 -VariableMetric: Iteration # 165 - FCN = 297130.5709904 Edm = 0.000124828 NCalls = 517 -VariableMetric: Iteration # 166 - FCN = 297130.5705878 Edm = 0.000240064 NCalls = 519 -VariableMetric: Iteration # 167 - FCN = 297130.5688539 Edm = 0.000977185 NCalls = 522 -VariableMetric: Iteration # 168 - FCN = 297130.5606796 Edm = 0.00686632 NCalls = 525 -VariableMetric: Iteration # 169 - FCN = 297130.235403 Edm = 0.244376 NCalls = 529 -VariableMetric: Iteration # 170 - FCN = 297128.7768953 Edm = 0.164171 NCalls = 532 -VariableMetric: Iteration # 171 - FCN = 297128.5987305 Edm = 0.0180394 NCalls = 534 -VariableMetric: Iteration # 172 - FCN = 297128.5824923 Edm = 0.00427068 NCalls = 535 -VariableMetric: Iteration # 173 - FCN = 297128.577535 Edm = 0.000668442 NCalls = 537 -VariableMetric: Iteration # 174 - FCN = 297128.5769194 Edm = 3.74298e-05 NCalls = 539 -VariableMetric: After Hessian - FCN = 297128.5769194 Edm = 105.743 NCalls = 1020 -VariableMetric: Iteration # 175 - FCN = 297128.5769194 Edm = 105.743 NCalls = 1020 -VariableMetric: Iteration # 176 - FCN = 297127.4207625 Edm = 198.71 NCalls = 1024 -VariableMetric: Iteration # 177 - FCN = 297125.6683384 Edm = 0.339919 NCalls = 1026 -VariableMetric: Iteration # 178 - FCN = 297124.901401 Edm = 0.144839 NCalls = 1030 -VariableMetric: Iteration # 179 - FCN = 297124.7861591 Edm = 0.153399 NCalls = 1032 -VariableMetric: Iteration # 180 - FCN = 297124.6495718 Edm = 0.044572 NCalls = 1034 -VariableMetric: Iteration # 181 - FCN = 297124.5264627 Edm = 0.0493196 NCalls = 1037 -VariableMetric: Iteration # 182 - FCN = 297124.4424703 Edm = 0.0395157 NCalls = 1040 -VariableMetric: Iteration # 183 - FCN = 297124.3717779 Edm = 0.0257036 NCalls = 1043 -VariableMetric: Iteration # 184 - FCN = 297124.3196416 Edm = 0.0310402 NCalls = 1045 -VariableMetric: Iteration # 185 - FCN = 297124.2853351 Edm = 0.0174261 NCalls = 1048 -VariableMetric: Iteration # 186 - FCN = 297124.2681825 Edm = 0.0547617 NCalls = 1049 -VariableMetric: Iteration # 187 - FCN = 297124.25359 Edm = 0.011483 NCalls = 1051 -VariableMetric: Iteration # 188 - FCN = 297124.2202758 Edm = 0.069939 NCalls = 1053 -VariableMetric: Iteration # 189 - FCN = 297124.2125472 Edm = 0.00712169 NCalls = 1055 -VariableMetric: Iteration # 190 - FCN = 297124.1653288 Edm = 0.0266909 NCalls = 1059 -VariableMetric: Iteration # 191 - FCN = 297124.0907311 Edm = 0.055047 NCalls = 1063 -VariableMetric: Iteration # 192 - FCN = 297124.0796779 Edm = 0.0311634 NCalls = 1065 -VariableMetric: Iteration # 193 - FCN = 297124.0414893 Edm = 0.033934 NCalls = 1068 -VariableMetric: Iteration # 194 - FCN = 297124.0098062 Edm = 0.0108355 NCalls = 1071 -VariableMetric: Iteration # 195 - FCN = 297123.9981489 Edm = 0.0142355 NCalls = 1074 -VariableMetric: Iteration # 196 - FCN = 297123.9837148 Edm = 0.0052707 NCalls = 1077 -VariableMetric: Iteration # 197 - FCN = 297123.974788 Edm = 0.00402855 NCalls = 1079 -VariableMetric: Iteration # 198 - FCN = 297123.9617301 Edm = 0.00932189 NCalls = 1082 -VariableMetric: Iteration # 199 - FCN = 297123.914827 Edm = 0.0267002 NCalls = 1087 -VariableMetric: Iteration # 200 - FCN = 297123.8965676 Edm = 0.0277185 NCalls = 1089 -VariableMetric: Iteration # 201 - FCN = 297123.8785421 Edm = 0.0155887 NCalls = 1092 -VariableMetric: Iteration # 202 - FCN = 297123.8645107 Edm = 0.00569475 NCalls = 1094 -VariableMetric: Iteration # 203 - FCN = 297123.852144 Edm = 0.00592632 NCalls = 1097 -VariableMetric: Iteration # 204 - FCN = 297123.8438173 Edm = 0.00459088 NCalls = 1099 -VariableMetric: Iteration # 205 - FCN = 297123.8364208 Edm = 0.00155872 NCalls = 1101 -VariableMetric: Iteration # 206 - FCN = 297123.8324244 Edm = 0.00147848 NCalls = 1103 -VariableMetric: Iteration # 207 - FCN = 297123.8302053 Edm = 0.00134404 NCalls = 1106 -VariableMetric: Iteration # 208 - FCN = 297123.8272164 Edm = 0.000795334 NCalls = 1108 -VariableMetric: Iteration # 209 - FCN = 297123.8250417 Edm = 0.000702116 NCalls = 1110 -VariableMetric: Iteration # 210 - FCN = 297123.8235774 Edm = 0.000624342 NCalls = 1112 -VariableMetric: Iteration # 211 - FCN = 297123.8226875 Edm = 0.00041622 NCalls = 1114 -VariableMetric: Iteration # 212 - FCN = 297123.8215484 Edm = 0.000319139 NCalls = 1116 -VariableMetric: Iteration # 213 - FCN = 297123.8201229 Edm = 0.000550914 NCalls = 1119 -VariableMetric: Iteration # 214 - FCN = 297123.818872 Edm = 0.000217247 NCalls = 1121 -VariableMetric: Iteration # 215 - FCN = 297123.818404 Edm = 0.000147104 NCalls = 1123 -VariableMetric: Iteration # 216 - FCN = 297123.8182737 Edm = 7.49254e-05 NCalls = 1124 -VariableMetric: Iteration # 217 - FCN = 297123.8181497 Edm = 2.34137e-05 NCalls = 1126 -VariableMetric: After Hessian - FCN = 297123.8181497 Edm = 0.000295814 NCalls = 1613 -VariableMetric: Iteration # 218 - FCN = 297123.8181497 Edm = 0.000295814 NCalls = 1613 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308525.4685676 Edm = 58.9848 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308525.4685676 Edm = 58.9848 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307249.8988439 Edm = 7.78105 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306172.9639483 Edm = 65.9849 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303834.90527 Edm = 1307.62 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 303775.1450765 Edm = 266.975 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 300990.2112605 Edm = 122.492 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298337.5502818 Edm = 1816.71 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298036.1069848 Edm = 1013.36 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297430.9456312 Edm = 0.14789 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297430.2789224 Edm = 0.147433 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297429.9205846 Edm = 0.159403 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297393.227455 Edm = 2.16151 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297389.996949 Edm = 0.0894731 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297389.8561417 Edm = 0.0329211 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297387.2008807 Edm = 2.39408 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297358.1392398 Edm = 4.85211 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297351.6490696 Edm = 3.64786 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297345.906085 Edm = 1.8403 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297340.6394523 Edm = 3.9871 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297338.1647579 Edm = 2.32891 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297334.0644814 Edm = 0.745915 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297333.163853 Edm = 0.917142 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297330.6267312 Edm = 2.41112 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297327.6242051 Edm = 27.2733 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297319.3113092 Edm = 1.85053 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297316.5818192 Edm = 0.305175 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297316.3443172 Edm = 0.0386162 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297316.3004879 Edm = 0.0227036 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297316.1354642 Edm = 0.162615 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297315.3479229 Edm = 0.617782 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297301.7193839 Edm = 17.7667 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297282.2328772 Edm = 5.89771 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297272.9079859 Edm = 0.654301 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297270.6250142 Edm = 0.587249 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297270.3557152 Edm = 0.216847 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297270.1753528 Edm = 0.0135122 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297270.1463159 Edm = 0.00700737 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297270.0033051 Edm = 0.137659 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297258.4737329 Edm = 1.58019 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297235.7389962 Edm = 11.7185 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297226.4580436 Edm = 1.95776 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297224.6071411 Edm = 0.367566 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297224.1157038 Edm = 0.31077 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297223.820884 Edm = 0.212031 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297223.5360327 Edm = 0.0134154 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297223.5183935 Edm = 0.00219148 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297223.5009524 Edm = 0.0148011 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297222.9980812 Edm = 0.571263 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297218.3594545 Edm = 3.64889 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297202.3078269 Edm = 3.58907 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297196.5742307 Edm = 0.941327 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297195.4647565 Edm = 0.108879 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297195.3898263 Edm = 0.00462474 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297195.382244 Edm = 0.0014452 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297195.3777126 Edm = 0.00197174 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297195.3553913 Edm = 0.0207025 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297195.2820552 Edm = 0.0272228 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297195.0922966 Edm = 0.122152 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297190.9385717 Edm = 8.42125 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297190.7149316 Edm = 0.229721 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297189.7618864 Edm = 1.00557 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297182.9087743 Edm = 5.78403 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297177.8712521 Edm = 0.316738 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297177.0396219 Edm = 0.387191 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297175.7871434 Edm = 0.312402 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297175.4374038 Edm = 0.032454 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297175.4164881 Edm = 0.0065013 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297175.4090387 Edm = 0.00117108 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297175.4050509 Edm = 0.00204499 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297175.3326365 Edm = 0.0600626 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297171.359225 Edm = 2.43736 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297162.4237113 Edm = 3.67628 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297160.2148256 Edm = 0.999146 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297158.7508537 Edm = 0.323798 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297158.4328531 Edm = 0.0586728 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297158.3673925 Edm = 0.00551495 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297158.3598184 Edm = 0.000641938 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297158.3574737 Edm = 0.0015349 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297158.2794644 Edm = 0.0505553 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297157.7354169 Edm = 0.397986 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297155.7436872 Edm = 0.943665 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297155.1575572 Edm = 0.164977 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297154.8830837 Edm = 0.114662 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297154.7335761 Edm = 0.0357334 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297154.6897178 Edm = 0.0116038 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297154.6756745 Edm = 0.00232752 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297154.6718216 Edm = 0.000686844 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297154.6684302 Edm = 0.0031716 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297154.6243073 Edm = 0.0498618 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297154.5953574 Edm = 0.0305633 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297154.5877846 Edm = 0.00518667 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297154.4361391 Edm = 0.108778 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297151.8857147 Edm = 0.963991 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297151.8263076 Edm = 0.171825 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297151.6157722 Edm = 0.122932 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297151.1317999 Edm = 0.301611 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297150.0962175 Edm = 0.785052 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297147.9404826 Edm = 1.62072 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297147.0637051 Edm = 1.33509 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297145.0670414 Edm = 0.182028 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297144.9193552 Edm = 0.0761193 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297144.8678443 Edm = 0.0226526 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297144.8570803 Edm = 0.0017034 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297144.8551959 Edm = 0.000268791 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297144.8549096 Edm = 8.02637e-05 NCalls = 335 -VariableMetric: After Hessian - FCN = 297144.8549096 Edm = 2.39182 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297144.8549096 Edm = 2.39182 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297142.8310101 Edm = 1.18989 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297142.620031 Edm = 0.0985217 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297142.4691392 Edm = 0.048148 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297142.4085211 Edm = 0.0745723 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297142.3659506 Edm = 0.00994398 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297142.3510934 Edm = 0.00412808 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297142.3448547 Edm = 0.00183958 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297142.3428522 Edm = 0.000587303 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297142.3418106 Edm = 0.000485216 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297142.3411477 Edm = 0.000168951 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297142.3408577 Edm = 4.30758e-05 NCalls = 833 -VariableMetric: After Hessian - FCN = 297142.3408577 Edm = 0.000104646 NCalls = 1328 -VariableMetric: Iteration # 117 - FCN = 297142.3408577 Edm = 0.000104646 NCalls = 1328 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332390.4299924 Edm = 98.6408 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332390.4299924 Edm = 98.6408 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301844.6154266 Edm = 6.50818 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301670.1109459 Edm = 1384.91 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301564.8136093 Edm = 919.149 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301347.7755004 Edm = 188.89 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 301272.7964722 Edm = 12.7516 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 300959.6895688 Edm = 465.471 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299842.5635247 Edm = 481.491 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298999.7483719 Edm = 10.3252 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298988.2443727 Edm = 0.656879 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298983.5688265 Edm = 0.89385 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 298975.8828636 Edm = 6.66688 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298675.4816096 Edm = 155.925 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298455.2808234 Edm = 352.851 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297801.7558445 Edm = 71.5531 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297736.5037631 Edm = 8.8973 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297732.7335578 Edm = 0.458496 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297732.0923023 Edm = 0.178467 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297697.8096305 Edm = 30.1223 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297532.2050699 Edm = 1.32775 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297530.5547694 Edm = 0.136212 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297530.3628143 Edm = 0.0278269 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297528.8459269 Edm = 1.54114 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297514.4498942 Edm = 11.691 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297405.0119994 Edm = 12.8023 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297367.5636181 Edm = 3.30034 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297364.0466532 Edm = 0.407008 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297363.8142357 Edm = 0.0560784 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297363.7242303 Edm = 0.0175315 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297363.3831127 Edm = 0.299335 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297301.2205915 Edm = 7.80217 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297294.2612445 Edm = 3.412 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297289.201913 Edm = 2.1675 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297286.6550638 Edm = 0.432289 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297286.029775 Edm = 0.0253197 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297285.9817034 Edm = 0.0204066 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297285.8928211 Edm = 0.0859625 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297282.4025143 Edm = 2.9887 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297241.3207973 Edm = 8.30358 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297225.3406792 Edm = 2.66261 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297213.788786 Edm = 19.1123 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297209.4031549 Edm = 5.09925 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297205.3593219 Edm = 4.53134 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297203.6075559 Edm = 0.192552 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297203.5226605 Edm = 0.0351539 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297203.4824838 Edm = 0.012735 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297203.3280144 Edm = 0.0244097 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297203.2891124 Edm = 0.00783535 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297202.9775261 Edm = 0.234802 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297199.2466011 Edm = 4.10554 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297191.3149288 Edm = 25.1657 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297190.2889091 Edm = 1.58432 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297175.8461815 Edm = 2.78593 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297171.2394883 Edm = 0.250748 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297170.7985544 Edm = 0.175051 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297169.376732 Edm = 0.318852 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297168.9281676 Edm = 0.0297301 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297168.8657937 Edm = 0.00850733 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297168.8538686 Edm = 0.00913684 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297168.8443582 Edm = 0.00335901 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297168.8316597 Edm = 0.00939695 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297168.3492631 Edm = 0.443144 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297161.3799448 Edm = 5.2164 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297157.0189165 Edm = 2.80539 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297152.5546051 Edm = 1.19674 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297151.7970064 Edm = 0.320333 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297151.5910056 Edm = 0.0113339 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297151.5745395 Edm = 0.00485347 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297151.5587398 Edm = 0.00222023 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297151.5475024 Edm = 0.00921667 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297150.9159121 Edm = 0.585776 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297142.1882582 Edm = 4.01736 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297135.4459789 Edm = 0.316897 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297135.0442413 Edm = 0.0310761 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297134.9679114 Edm = 0.0486458 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297134.8991917 Edm = 0.0838433 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297134.8327399 Edm = 0.101599 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297134.751274 Edm = 0.0180527 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297134.727075 Edm = 0.00208193 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297134.7245615 Edm = 0.000239865 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297134.7232249 Edm = 0.00124325 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297134.6931968 Edm = 0.0286167 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297133.9566313 Edm = 0.614088 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297133.8547551 Edm = 0.223368 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297133.2681475 Edm = 0.581229 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297132.6240157 Edm = 0.422529 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297130.6471752 Edm = 0.506337 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297129.6969198 Edm = 0.0749954 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297129.6189907 Edm = 0.00978367 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297129.612766 Edm = 0.00303918 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297129.6057696 Edm = 0.00135669 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297129.6038955 Edm = 0.000211414 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297129.6019927 Edm = 0.00165906 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297129.5261653 Edm = 0.0758174 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297129.3732768 Edm = 0.143918 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297126.8637848 Edm = 0.107204 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297126.7776014 Edm = 0.00483168 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297126.7727062 Edm = 0.000260489 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297126.7723852 Edm = 9.54171e-05 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297126.7716572 Edm = 0.000710754 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297126.7303891 Edm = 0.0402813 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297123.9765099 Edm = 0.479768 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297123.4280772 Edm = 0.0910216 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297123.3639686 Edm = 0.0204061 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297123.3454221 Edm = 0.00249308 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297123.342515 Edm = 0.000233937 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297123.3422515 Edm = 4.67459e-05 NCalls = 346 -VariableMetric: After Hessian - FCN = 297123.3422515 Edm = 1.19696 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297123.3422515 Edm = 1.19696 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297120.9369546 Edm = 0.524655 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297120.5493014 Edm = 0.945067 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297119.7842481 Edm = 0.365548 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297119.4440471 Edm = 0.721493 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297118.9224935 Edm = 3.70703 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297117.9141734 Edm = 1.83901 NCalls = 846 -VariableMetric: Iteration # 114 - FCN = 297116.7980071 Edm = 7.6946 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297114.4670855 Edm = 3.6753 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297114.1428873 Edm = 0.953723 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297112.8922267 Edm = 3.67998 NCalls = 862 -VariableMetric: Iteration # 118 - FCN = 297109.6586778 Edm = 2.73597 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297108.3216558 Edm = 1.81262 NCalls = 871 -VariableMetric: Iteration # 120 - FCN = 297106.7743418 Edm = 3.25911 NCalls = 874 -VariableMetric: Iteration # 121 - FCN = 297105.8040748 Edm = 1.62717 NCalls = 878 -VariableMetric: Iteration # 122 - FCN = 297104.5724251 Edm = 1.05149 NCalls = 881 -VariableMetric: Iteration # 123 - FCN = 297103.4512655 Edm = 0.67026 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297103.0661324 Edm = 0.493667 NCalls = 883 -VariableMetric: Iteration # 125 - FCN = 297102.8462519 Edm = 0.186005 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297102.2890175 Edm = 0.251963 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297101.6581071 Edm = 0.200063 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297101.2177162 Edm = 0.311637 NCalls = 893 -VariableMetric: Iteration # 129 - FCN = 297100.7339218 Edm = 1.09339 NCalls = 895 -VariableMetric: Iteration # 130 - FCN = 297100.4147829 Edm = 0.316621 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297100.1880439 Edm = 0.183041 NCalls = 901 -VariableMetric: Iteration # 132 - FCN = 297099.9931064 Edm = 0.168252 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297099.748129 Edm = 0.170367 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297099.2015537 Edm = 0.271373 NCalls = 910 -VariableMetric: Iteration # 135 - FCN = 297098.8131621 Edm = 0.107668 NCalls = 912 -VariableMetric: Iteration # 136 - FCN = 297098.7396797 Edm = 0.0657514 NCalls = 914 -VariableMetric: Iteration # 137 - FCN = 297098.6911824 Edm = 0.031343 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297098.6452588 Edm = 0.0132806 NCalls = 918 -VariableMetric: Iteration # 139 - FCN = 297098.6205586 Edm = 0.00758127 NCalls = 920 -VariableMetric: Iteration # 140 - FCN = 297098.6039441 Edm = 0.00398505 NCalls = 922 -VariableMetric: Iteration # 141 - FCN = 297098.5969724 Edm = 0.00155694 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297098.5924394 Edm = 0.000982316 NCalls = 926 -VariableMetric: Iteration # 143 - FCN = 297098.5908575 Edm = 0.000109185 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297098.5907055 Edm = 1.29518e-05 NCalls = 930 -VariableMetric: After Hessian - FCN = 297098.5907055 Edm = 8.09952e-05 NCalls = 1417 -VariableMetric: Iteration # 145 - FCN = 297098.5907055 Edm = 8.09952e-05 NCalls = 1417 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322051.6681806 Edm = 341.281 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322051.6681806 Edm = 341.281 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303575.9736919 Edm = 3.55869 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301651.368457 Edm = 5.86379 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 301648.4795915 Edm = 1.65128 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 301630.0715191 Edm = 20.0892 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 301444.8642972 Edm = 99.6221 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 300974.2565415 Edm = 22.2179 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 300960.4109746 Edm = 3.36111 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 300955.1265762 Edm = 0.83117 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 300128.1177144 Edm = 1578.02 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 300127.2250716 Edm = 2.29566 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 299966.1413676 Edm = 172.852 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 299943.9631724 Edm = 33.2962 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 299777.2433329 Edm = 30.906 NCalls = 72 -VariableMetric: Iteration # 14 - FCN = 299768.2881685 Edm = 86.1492 NCalls = 74 -VariableMetric: Iteration # 15 - FCN = 299426.2085464 Edm = 477.455 NCalls = 78 -VariableMetric: Iteration # 16 - FCN = 297816.1244408 Edm = 65.7701 NCalls = 84 -VariableMetric: Iteration # 17 - FCN = 297773.7766307 Edm = 1.03622 NCalls = 86 -VariableMetric: Iteration # 18 - FCN = 297747.0038669 Edm = 31.6358 NCalls = 90 -VariableMetric: Iteration # 19 - FCN = 297520.7516388 Edm = 33.1961 NCalls = 98 -VariableMetric: Iteration # 20 - FCN = 297482.4341978 Edm = 0.232905 NCalls = 100 -VariableMetric: Iteration # 21 - FCN = 297482.0677467 Edm = 0.16042 NCalls = 102 -VariableMetric: Iteration # 22 - FCN = 297463.0463002 Edm = 4.12579 NCalls = 109 -VariableMetric: Iteration # 23 - FCN = 297456.2506673 Edm = 0.581249 NCalls = 111 -VariableMetric: Iteration # 24 - FCN = 297454.9492741 Edm = 0.0414843 NCalls = 114 -VariableMetric: Iteration # 25 - FCN = 297454.7252865 Edm = 0.226192 NCalls = 116 -VariableMetric: Iteration # 26 - FCN = 297453.2067806 Edm = 1.51707 NCalls = 122 -VariableMetric: Iteration # 27 - FCN = 297419.538998 Edm = 21.542 NCalls = 126 -VariableMetric: Iteration # 28 - FCN = 297373.2678756 Edm = 43.4355 NCalls = 129 -VariableMetric: Iteration # 29 - FCN = 297344.5537625 Edm = 3.61505 NCalls = 131 -VariableMetric: Iteration # 30 - FCN = 297339.405649 Edm = 0.665378 NCalls = 133 -VariableMetric: Iteration # 31 - FCN = 297338.312925 Edm = 0.0135661 NCalls = 135 -VariableMetric: Iteration # 32 - FCN = 297338.2849917 Edm = 0.0169219 NCalls = 137 -VariableMetric: Iteration # 33 - FCN = 297338.1402549 Edm = 0.0944351 NCalls = 141 -VariableMetric: Iteration # 34 - FCN = 297336.8413574 Edm = 1.1141 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297299.9440492 Edm = 0.557932 NCalls = 149 -VariableMetric: Iteration # 36 - FCN = 297299.4414789 Edm = 0.0286195 NCalls = 151 -VariableMetric: Iteration # 37 - FCN = 297299.402242 Edm = 0.0162908 NCalls = 153 -VariableMetric: Iteration # 38 - FCN = 297299.3036994 Edm = 0.020383 NCalls = 157 -VariableMetric: Iteration # 39 - FCN = 297299.2643123 Edm = 0.0235347 NCalls = 159 -VariableMetric: Iteration # 40 - FCN = 297298.5353252 Edm = 0.683105 NCalls = 165 -VariableMetric: Iteration # 41 - FCN = 297294.0896942 Edm = 10.6297 NCalls = 169 -VariableMetric: Iteration # 42 - FCN = 297286.0029418 Edm = 2.50263 NCalls = 174 -VariableMetric: Iteration # 43 - FCN = 297283.5139576 Edm = 1.27332 NCalls = 175 -VariableMetric: Iteration # 44 - FCN = 297281.970464 Edm = 0.294292 NCalls = 178 -VariableMetric: Iteration # 45 - FCN = 297281.5989337 Edm = 0.051348 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297281.5344251 Edm = 0.0155329 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297281.5032254 Edm = 0.0136668 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297281.470697 Edm = 0.0144512 NCalls = 187 -VariableMetric: Iteration # 49 - FCN = 297281.2953021 Edm = 0.0568728 NCalls = 193 -VariableMetric: Iteration # 50 - FCN = 297281.2814871 Edm = 0.0509852 NCalls = 195 -VariableMetric: Iteration # 51 - FCN = 297281.1921608 Edm = 0.0346921 NCalls = 197 -VariableMetric: Iteration # 52 - FCN = 297281.1473744 Edm = 0.0153037 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297281.0787384 Edm = 0.0798358 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297279.5419095 Edm = 1.41609 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297269.8974787 Edm = 8.43577 NCalls = 212 -VariableMetric: Iteration # 56 - FCN = 297242.5770363 Edm = 7.00647 NCalls = 216 -VariableMetric: Iteration # 57 - FCN = 297237.2052952 Edm = 3.03929 NCalls = 218 -VariableMetric: Iteration # 58 - FCN = 297235.0745004 Edm = 0.814798 NCalls = 220 -VariableMetric: Iteration # 59 - FCN = 297234.6558201 Edm = 0.0262625 NCalls = 222 -VariableMetric: Iteration # 60 - FCN = 297234.6270919 Edm = 0.0023533 NCalls = 224 -VariableMetric: Iteration # 61 - FCN = 297234.6184546 Edm = 0.00464497 NCalls = 226 -VariableMetric: Iteration # 62 - FCN = 297234.5897668 Edm = 0.0146035 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297234.4004235 Edm = 0.122528 NCalls = 232 -VariableMetric: Iteration # 64 - FCN = 297229.1687866 Edm = 2.13744 NCalls = 236 -VariableMetric: Iteration # 65 - FCN = 297226.7052794 Edm = 0.794283 NCalls = 240 -VariableMetric: Iteration # 66 - FCN = 297225.9312037 Edm = 0.210498 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297225.7439929 Edm = 0.0115131 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297225.7330008 Edm = 0.000721302 NCalls = 245 -VariableMetric: Iteration # 69 - FCN = 297225.7322038 Edm = 0.000855855 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297225.7264484 Edm = 0.00534126 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297225.6868945 Edm = 0.0335886 NCalls = 255 -VariableMetric: Iteration # 72 - FCN = 297225.0421438 Edm = 0.354465 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297221.4796287 Edm = 4.04449 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297217.4095572 Edm = 3.36098 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297214.610303 Edm = 2.31986 NCalls = 270 -VariableMetric: Iteration # 76 - FCN = 297212.8445741 Edm = 0.179789 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297212.6939652 Edm = 0.0115447 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297212.6846996 Edm = 0.00426142 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297212.6795434 Edm = 0.00204093 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297212.6715897 Edm = 0.00541993 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297212.6332313 Edm = 0.0361846 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297212.2518939 Edm = 0.262583 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297205.3368175 Edm = 1.76594 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297203.7109046 Edm = 0.165202 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297203.5463464 Edm = 0.00788506 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297203.5369622 Edm = 0.000531289 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297203.5361926 Edm = 0.000278552 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297203.5330759 Edm = 0.00307759 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297203.4028652 Edm = 0.107791 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297201.0317858 Edm = 1.86543 NCalls = 316 -VariableMetric: Iteration # 91 - FCN = 297194.3826698 Edm = 2.82174 NCalls = 318 -VariableMetric: Iteration # 92 - FCN = 297192.0894371 Edm = 1.0184 NCalls = 320 -VariableMetric: Iteration # 93 - FCN = 297191.7711795 Edm = 0.125387 NCalls = 322 -VariableMetric: Iteration # 94 - FCN = 297191.634685 Edm = 0.0122093 NCalls = 324 -VariableMetric: Iteration # 95 - FCN = 297191.6253423 Edm = 0.00166183 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297191.6234161 Edm = 0.000271095 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297191.6226593 Edm = 0.000364849 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297191.6170825 Edm = 0.00628053 NCalls = 333 -VariableMetric: Iteration # 99 - FCN = 297191.5175461 Edm = 0.116225 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297191.5159654 Edm = 0.00117825 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297191.3513915 Edm = 0.192849 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297191.3408575 Edm = 0.0103408 NCalls = 352 -VariableMetric: Iteration # 103 - FCN = 297190.9112633 Edm = 0.235759 NCalls = 359 -VariableMetric: Iteration # 104 - FCN = 297188.6577956 Edm = 0.544057 NCalls = 361 -VariableMetric: Iteration # 105 - FCN = 297187.9889627 Edm = 0.07505 NCalls = 363 -VariableMetric: Iteration # 106 - FCN = 297187.9344552 Edm = 0.0034758 NCalls = 365 -VariableMetric: Iteration # 107 - FCN = 297187.931141 Edm = 0.000117468 NCalls = 366 -VariableMetric: Iteration # 108 - FCN = 297187.9309862 Edm = 3.21146e-05 NCalls = 368 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308723.4324817 Edm = 12.2855 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308723.4324817 Edm = 12.2855 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301724.0488781 Edm = 2.50445 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301713.4585621 Edm = 2.67749 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301052.9366212 Edm = 94.5467 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300743.8809596 Edm = 5.78882 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300682.2804309 Edm = 32.753 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 300037.4184162 Edm = 60.4524 NCalls = 42 -VariableMetric: Iteration # 7 - FCN = 299835.5123958 Edm = 27.9612 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 299831.961714 Edm = 17.1116 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 299829.8770372 Edm = 13.1155 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 299824.7322267 Edm = 4.75598 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 299740.1056512 Edm = 116.193 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 299602.3569802 Edm = 109.847 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297853.8324765 Edm = 178.838 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 297741.3311187 Edm = 19.7974 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 297730.552634 Edm = 1.74962 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297715.9443377 Edm = 1.34948 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297712.3660224 Edm = 1.39229 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297683.9681072 Edm = 27.2913 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297682.9091814 Edm = 6.36263 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297673.3530401 Edm = 4.72624 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297646.5227531 Edm = 70.4225 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297613.1829374 Edm = 13.8044 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297603.9061415 Edm = 22.3081 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297593.4610276 Edm = 1.55796 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297590.3846803 Edm = 0.414988 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297589.8997719 Edm = 0.027586 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297589.8267268 Edm = 0.169752 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297589.2633781 Edm = 0.497141 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297567.2400447 Edm = 8.66301 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297553.7235879 Edm = 1.09649 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297552.5063547 Edm = 0.367151 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297551.5735834 Edm = 0.190327 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297551.1170048 Edm = 0.132067 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297550.537898 Edm = 0.265986 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297547.8988653 Edm = 1.92122 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297539.5806926 Edm = 2.36431 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297531.7390401 Edm = 23.9107 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297520.118298 Edm = 12.5224 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297502.077985 Edm = 4.85082 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297488.8597383 Edm = 5.8998 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297478.9671262 Edm = 5.59069 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297471.9474586 Edm = 6.39903 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297462.2529357 Edm = 6.4369 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297454.1856614 Edm = 3.56725 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297445.8022019 Edm = 4.2315 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297433.3944904 Edm = 26.6882 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297421.7243641 Edm = 5.86552 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297416.379156 Edm = 8.71492 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297407.4398955 Edm = 2.49521 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297399.5063634 Edm = 2.15035 NCalls = 189 -VariableMetric: Iteration # 51 - FCN = 297395.6048267 Edm = 9.64596 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297387.895017 Edm = 3.14426 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297383.5512019 Edm = 7.27542 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297374.9614749 Edm = 4.93782 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297370.2478636 Edm = 4.79271 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297363.7961152 Edm = 2.02149 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297359.7373987 Edm = 10.9464 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297354.7971652 Edm = 2.89664 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297353.0482579 Edm = 0.812854 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297352.4830767 Edm = 0.114068 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297352.3660031 Edm = 0.0721252 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297352.2499549 Edm = 0.0734976 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297352.0673285 Edm = 0.116208 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297348.0200541 Edm = 3.80444 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297317.0975685 Edm = 9.96345 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297310.4070501 Edm = 4.00105 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297307.5296014 Edm = 0.636316 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297306.8814993 Edm = 0.231574 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297306.6786694 Edm = 0.0692343 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297306.609231 Edm = 0.0100635 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297306.5882797 Edm = 0.0142732 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297306.4638727 Edm = 0.140503 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297306.0264768 Edm = 0.402715 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297257.1886291 Edm = 8.03003 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297250.359424 Edm = 0.658008 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297249.4747047 Edm = 0.394847 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297249.0641939 Edm = 0.020548 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297249.0341919 Edm = 0.00328885 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297249.0263394 Edm = 0.0017358 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297249.0103127 Edm = 0.00986253 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297248.8362908 Edm = 0.111549 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297245.39462 Edm = 2.95116 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297236.4246705 Edm = 5.23697 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297230.7748114 Edm = 4.73754 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297227.6444896 Edm = 0.262148 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297227.3723466 Edm = 0.0496524 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297227.298122 Edm = 0.0174812 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297227.2787568 Edm = 0.00206809 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297227.2674857 Edm = 0.0104598 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297226.7000637 Edm = 0.622468 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297226.6919528 Edm = 0.00634951 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297225.4475559 Edm = 1.27336 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297214.9261405 Edm = 5.56302 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297210.1386221 Edm = 1.9617 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297207.1170842 Edm = 0.581231 NCalls = 317 -VariableMetric: Iteration # 96 - FCN = 297206.3371363 Edm = 0.0972828 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297206.2548873 Edm = 0.00182046 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297206.2521816 Edm = 0.000811829 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297206.2499052 Edm = 0.00205734 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297206.234611 Edm = 0.0129958 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297205.3868897 Edm = 0.794704 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297198.0997377 Edm = 2.47403 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297196.1044381 Edm = 0.647158 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297195.5294474 Edm = 0.0243809 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297195.5107645 Edm = 0.00196685 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297195.5083777 Edm = 0.000290031 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297195.5077853 Edm = 0.000159689 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297195.5067039 Edm = 0.000416053 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297195.5048809 Edm = 0.00127694 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297195.4706088 Edm = 0.0316079 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297195.1158353 Edm = 0.219564 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297194.3923204 Edm = 0.0552496 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297194.3324093 Edm = 0.000702551 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297194.3316712 Edm = 3.39669e-05 NCalls = 368 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310240.5107558 Edm = 298.822 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310240.5107558 Edm = 298.822 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301880.6162412 Edm = 16.8842 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299862.9037693 Edm = 3.19853 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299345.0911513 Edm = 490.602 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298759.9230387 Edm = 157.608 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298469.407549 Edm = 19.974 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298459.4461132 Edm = 3.47696 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298457.4491252 Edm = 0.484784 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298454.3757816 Edm = 3.29989 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298417.6130798 Edm = 25.2421 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298223.7082109 Edm = 10.5177 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298206.5861834 Edm = 2.39044 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298203.9946193 Edm = 0.39181 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298202.8130927 Edm = 0.509823 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298167.5909401 Edm = 26.2321 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298033.2507183 Edm = 82.9567 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297884.8169339 Edm = 3.1247 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297882.2334426 Edm = 0.506852 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297881.8509736 Edm = 0.130384 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297881.4557588 Edm = 0.0863675 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297879.6399181 Edm = 1.77239 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297746.8679363 Edm = 153.082 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297746.7672337 Edm = 0.157067 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297745.8073254 Edm = 0.866785 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297740.1174056 Edm = 4.72572 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297546.5986913 Edm = 87.3751 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297515.0210301 Edm = 72.2217 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297492.3119548 Edm = 29.459 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297483.8239897 Edm = 2.92823 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297481.842779 Edm = 0.462274 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297481.3780816 Edm = 0.0705336 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297480.7466351 Edm = 0.621629 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297478.1689638 Edm = 1.85628 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297427.6840905 Edm = 3.90407 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297420.6614895 Edm = 1.21711 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297418.8182154 Edm = 0.10011 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297418.6883375 Edm = 0.0239892 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297418.6591027 Edm = 0.00974074 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297418.6198315 Edm = 0.0341112 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297413.765745 Edm = 4.86151 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297391.9206923 Edm = 2.71655 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297388.0041686 Edm = 0.558625 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297387.2328884 Edm = 0.0953226 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297387.1325546 Edm = 0.00430539 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297387.1266039 Edm = 0.0012695 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297387.1234555 Edm = 0.00178921 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297386.9535697 Edm = 0.153752 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297380.3842364 Edm = 2.09869 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297377.8510997 Edm = 0.0747034 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297377.7675585 Edm = 0.00438087 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297377.7623573 Edm = 0.000693231 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297377.756413 Edm = 0.00538964 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297376.896632 Edm = 0.220205 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297370.8414558 Edm = 4.95449 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297342.534402 Edm = 4.43849 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297336.7709623 Edm = 0.32598 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297336.2581123 Edm = 0.216652 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297336.0637787 Edm = 0.0529225 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297335.9919032 Edm = 0.00179519 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297335.9890812 Edm = 0.00111217 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297335.983768 Edm = 0.0055209 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297335.8675395 Edm = 0.0796869 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297335.0077266 Edm = 0.563655 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297331.3258109 Edm = 1.88734 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297324.7668716 Edm = 0.97059 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297323.6131387 Edm = 0.0739586 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297323.5392216 Edm = 0.00392473 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297323.5348908 Edm = 0.000327532 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297323.5341424 Edm = 0.000381118 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297323.5318492 Edm = 0.00192159 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297323.4904592 Edm = 0.0393869 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297322.2731742 Edm = 0.352158 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297321.8384922 Edm = 0.074395 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297321.7865676 Edm = 0.00511772 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297321.7807839 Edm = 0.000161011 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297321.780212 Edm = 0.00035244 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297321.775277 Edm = 0.00395572 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297321.6876028 Edm = 0.090598 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297321.16119 Edm = 0.209955 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297320.7099537 Edm = 0.00286856 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297320.7069119 Edm = 6.79259e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297320.7069119 Edm = 3.543 NCalls = 729 -VariableMetric: Iteration # 81 - FCN = 297320.7069119 Edm = 3.543 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297316.4026541 Edm = 0.18222 NCalls = 732 -VariableMetric: Iteration # 83 - FCN = 297316.273704 Edm = 0.107951 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297316.1339206 Edm = 0.0787568 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297316.0869053 Edm = 0.0329389 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297316.0644784 Edm = 0.108347 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297316.0260799 Edm = 0.0584532 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297315.9232014 Edm = 0.192812 NCalls = 751 -VariableMetric: Iteration # 89 - FCN = 297315.8835846 Edm = 0.106308 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297315.7995713 Edm = 0.181148 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297315.7354438 Edm = 0.254669 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297315.6067802 Edm = 0.146588 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297315.5313171 Edm = 0.0368498 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297315.4906066 Edm = 0.028396 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297315.4762094 Edm = 0.0113858 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297315.4658542 Edm = 0.0063609 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297315.4589839 Edm = 0.00578357 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297315.4495253 Edm = 0.0043615 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297315.4396774 Edm = 0.00385739 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297315.4291131 Edm = 0.0108427 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297315.4176887 Edm = 0.0131772 NCalls = 788 -VariableMetric: Iteration # 102 - FCN = 297315.405715 Edm = 0.00756718 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297315.3952313 Edm = 0.00659096 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297315.3722594 Edm = 0.0207928 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297315.339491 Edm = 0.0379227 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297315.3249283 Edm = 0.0251105 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297315.3114998 Edm = 0.00458445 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297315.307591 Edm = 0.00283939 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297315.3033433 Edm = 0.00135046 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297315.2997393 Edm = 0.000591406 NCalls = 812 -VariableMetric: Iteration # 111 - FCN = 297315.2991013 Edm = 0.000286893 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297315.2988241 Edm = 3.2339e-05 NCalls = 815 -VariableMetric: After Hessian - FCN = 297315.2988241 Edm = 0.00272574 NCalls = 1298 -VariableMetric: Iteration # 113 - FCN = 297315.2988241 Edm = 0.00272574 NCalls = 1298 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 354600.8010273 Edm = 451.885 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 354600.8010273 Edm = 451.885 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303638.9820825 Edm = 1.80938 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303617.3064394 Edm = 2.6882 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302971.631291 Edm = 1405.61 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 302896.7047063 Edm = 196.188 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 302442.8370948 Edm = 300.562 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 301260.5130557 Edm = 34.1918 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 301197.7415099 Edm = 2.28379 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 301193.0123436 Edm = 0.748337 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 301181.0379693 Edm = 13.5861 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298821.8009367 Edm = 625.299 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 298325.030919 Edm = 923.94 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 298090.9467842 Edm = 18.0989 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 298073.545706 Edm = 0.911709 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 298072.5073421 Edm = 0.366775 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 298048.141357 Edm = 4.12882 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 298043.0134095 Edm = 0.591982 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298025.3220685 Edm = 12.1019 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297841.354017 Edm = 41.9128 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297741.4801896 Edm = 9.19548 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297729.4164467 Edm = 3.79301 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297725.259655 Edm = 0.95662 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297724.0405172 Edm = 0.0795283 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297723.9469832 Edm = 0.0178588 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297723.7875415 Edm = 0.110827 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297685.0200758 Edm = 17.9497 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297647.6360494 Edm = 19.2645 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297632.8005473 Edm = 8.11908 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297623.3545552 Edm = 0.84542 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297622.0731641 Edm = 0.0215896 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297622.0484688 Edm = 0.00619778 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297622.0301914 Edm = 0.0203093 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297620.5128628 Edm = 1.44893 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297583.3086809 Edm = 3.60213 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297579.5041006 Edm = 0.339428 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297579.0485544 Edm = 0.201899 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297578.8943806 Edm = 0.015689 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297578.8769267 Edm = 0.00132312 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297578.8649477 Edm = 0.00954778 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297576.8277194 Edm = 1.47626 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297557.3409925 Edm = 2.06081 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297555.6446267 Edm = 0.0838868 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297555.5460141 Edm = 0.00889923 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297555.5330075 Edm = 0.00157832 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297555.5303649 Edm = 0.00155782 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297555.4430519 Edm = 0.0741051 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297553.9839091 Edm = 0.663816 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297549.0330168 Edm = 1.54454 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297545.9855746 Edm = 0.839285 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297545.1308322 Edm = 0.268804 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297544.8688462 Edm = 0.0527885 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297544.8193269 Edm = 0.0109272 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297544.8044278 Edm = 0.00125525 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297544.8027351 Edm = 0.000317024 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297544.7984128 Edm = 0.00275522 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297544.7821945 Edm = 0.0110668 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297541.9761483 Edm = 1.5286 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297539.0955963 Edm = 0.646501 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297538.762443 Edm = 0.407332 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297538.2953654 Edm = 0.12621 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297538.1249281 Edm = 0.0319405 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297538.0798296 Edm = 0.0108324 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297538.0609912 Edm = 0.0105946 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297538.0504275 Edm = 0.00164363 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297538.0480431 Edm = 0.0003323 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297538.0465614 Edm = 0.000842837 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297538.0382662 Edm = 0.00592233 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297537.987564 Edm = 0.0518665 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297537.7869893 Edm = 0.174327 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297536.5386639 Edm = 1.70079 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297536.0910187 Edm = 0.71196 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297535.0461662 Edm = 0.17133 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297534.8871557 Edm = 0.0199435 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297534.8642958 Edm = 0.00413801 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297534.8541389 Edm = 0.00210793 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297534.8512443 Edm = 0.000593 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297534.8501727 Edm = 0.000401427 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297534.8459747 Edm = 0.00326213 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297534.7314269 Edm = 0.120122 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297534.6720131 Edm = 0.0553757 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297534.3774158 Edm = 0.280656 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297533.5558907 Edm = 1.21382 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297531.3197703 Edm = 1.44554 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297530.5240021 Edm = 0.439827 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297530.0464416 Edm = 0.0707336 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297529.978891 Edm = 0.0364121 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297529.9601407 Edm = 0.00302002 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297529.956663 Edm = 0.000572947 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297529.9545679 Edm = 0.000521889 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297529.9525893 Edm = 0.00123517 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297529.9129727 Edm = 0.0375704 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297528.582429 Edm = 0.821459 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297527.7415072 Edm = 1.34171 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297526.4472242 Edm = 1.03104 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297526.0641542 Edm = 0.177008 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297525.7595424 Edm = 0.133491 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297525.5368113 Edm = 0.101667 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297525.3779175 Edm = 0.0307895 NCalls = 314 -VariableMetric: Iteration # 98 - FCN = 297525.3550607 Edm = 0.00721782 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297525.349913 Edm = 0.00359235 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297525.3481866 Edm = 0.000471245 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297525.3471323 Edm = 0.00070574 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297525.3363102 Edm = 0.0108568 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297525.293058 Edm = 0.0416768 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297522.6393388 Edm = 1.97001 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297522.5729624 Edm = 0.166647 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297522.4519258 Edm = 0.182334 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297521.5900367 Edm = 0.483961 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297520.7987558 Edm = 0.0731539 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297520.7245296 Edm = 0.00534607 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297520.7199492 Edm = 0.000262812 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297520.7196776 Edm = 1.98753e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297520.7196776 Edm = 4.29584 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297520.7196776 Edm = 4.29584 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 297520.1135704 Edm = 70.9521 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297519.0647869 Edm = 5.14229 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297518.6343994 Edm = 1.97658 NCalls = 854 -VariableMetric: Iteration # 116 - FCN = 297518.1565594 Edm = 0.0685975 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297518.0756375 Edm = 0.0114236 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297518.0660671 Edm = 0.000673073 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297518.0652153 Edm = 0.00017649 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297518.064761 Edm = 0.000179785 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297518.0637178 Edm = 0.000306798 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297518.0633034 Edm = 3.50853e-05 NCalls = 871 -VariableMetric: After Hessian - FCN = 297518.0633034 Edm = 2.93791e-05 NCalls = 1354 -VariableMetric: Iteration # 123 - FCN = 297518.0633034 Edm = 2.93791e-05 NCalls = 1354 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308109.6330882 Edm = 214.255 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308109.6330882 Edm = 214.255 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305290.554321 Edm = 10.5654 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 305281.9539647 Edm = 15.3228 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299311.8109175 Edm = 2090.12 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298891.5000992 Edm = 1729.24 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298206.3185878 Edm = 21.971 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298171.9295099 Edm = 1.96196 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298166.9753975 Edm = 2.10524 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297997.562975 Edm = 75.3917 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297886.4766077 Edm = 26.4303 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297864.238869 Edm = 1.97615 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297862.1741058 Edm = 0.166929 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297860.8505646 Edm = 1.23481 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297762.8914535 Edm = 17.8853 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297740.0714159 Edm = 1.57652 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297737.8635596 Edm = 0.437005 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297737.3537328 Edm = 0.143572 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297736.7286827 Edm = 0.395306 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297696.8862118 Edm = 29.7551 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297618.6838425 Edm = 16.1224 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297600.5374198 Edm = 7.55622 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297512.1485984 Edm = 28.2246 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297509.1884443 Edm = 92.4706 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297459.1893716 Edm = 4.91978 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297454.7082949 Edm = 0.569693 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297454.0064406 Edm = 0.0768239 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297453.6790387 Edm = 0.286772 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297452.5430872 Edm = 0.342952 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297452.186507 Edm = 0.61198 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297451.9822977 Edm = 0.0485399 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297451.8677083 Edm = 0.0264856 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297451.7454013 Edm = 0.0473764 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297450.6644185 Edm = 0.990076 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297438.7372026 Edm = 10.5925 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297428.864594 Edm = 0.2722 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297428.6008918 Edm = 0.0800694 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297428.5473892 Edm = 0.0471096 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297428.4913568 Edm = 0.0140793 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297428.4616662 Edm = 0.0118388 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297426.6660868 Edm = 2.01149 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297426.3340879 Edm = 0.322018 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297423.7468251 Edm = 2.42143 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297406.7456466 Edm = 2.09635 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297405.5069113 Edm = 0.124307 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297405.3918233 Edm = 0.0119805 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297405.3505738 Edm = 0.0386795 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297404.7711199 Edm = 0.462351 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297400.2133009 Edm = 2.57579 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297384.9652848 Edm = 0.641189 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297384.2223826 Edm = 0.0849378 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297384.1502501 Edm = 0.0126571 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297384.129224 Edm = 0.00690554 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297384.1154339 Edm = 0.00966018 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297384.073474 Edm = 0.0262321 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297383.6883036 Edm = 0.277591 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297369.3817797 Edm = 2.39245 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297365.4294298 Edm = 0.228629 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297365.195371 Edm = 0.0227136 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297365.1731867 Edm = 0.00485565 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297365.1305441 Edm = 0.0373692 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297364.9132717 Edm = 0.182367 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297361.9274159 Edm = 1.5604 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297350.4852527 Edm = 3.92254 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297344.0118779 Edm = 0.620059 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297343.1927693 Edm = 0.0928176 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297343.0880868 Edm = 0.0404494 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297343.049049 Edm = 0.00699081 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297343.0397516 Edm = 0.00110553 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297343.0371141 Edm = 0.00122721 NCalls = 212 -VariableMetric: Iteration # 69 - FCN = 297343.027653 Edm = 0.00846251 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297342.9214395 Edm = 0.0807602 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297339.9591037 Edm = 2.7324 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297323.7652236 Edm = 8.57723 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297311.6706426 Edm = 1.7586 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297310.0342365 Edm = 0.4971 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297307.5464973 Edm = 1.21379 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297306.2960686 Edm = 2.55683 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297305.2412663 Edm = 0.498564 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297304.4910665 Edm = 0.176762 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297304.2377631 Edm = 0.0163633 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297304.2199225 Edm = 0.00372864 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297304.2154806 Edm = 0.000816059 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297304.212951 Edm = 0.0017031 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297304.1869382 Edm = 0.0202191 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297303.0428268 Edm = 1.1349 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297297.5479591 Edm = 1.74992 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297294.3396191 Edm = 0.340361 NCalls = 265 -VariableMetric: Iteration # 87 - FCN = 297293.9399631 Edm = 0.0188301 NCalls = 267 -VariableMetric: Iteration # 88 - FCN = 297293.919086 Edm = 0.00126919 NCalls = 269 -VariableMetric: Iteration # 89 - FCN = 297293.9171092 Edm = 0.00027177 NCalls = 271 -VariableMetric: Iteration # 90 - FCN = 297293.9164799 Edm = 0.000303991 NCalls = 273 -VariableMetric: Iteration # 91 - FCN = 297293.9100264 Edm = 0.00662836 NCalls = 277 -VariableMetric: Iteration # 92 - FCN = 297293.7219067 Edm = 0.188894 NCalls = 284 -VariableMetric: Iteration # 93 - FCN = 297290.4165207 Edm = 1.32592 NCalls = 288 -VariableMetric: Iteration # 94 - FCN = 297288.2344369 Edm = 0.305757 NCalls = 292 -VariableMetric: Iteration # 95 - FCN = 297287.6409003 Edm = 0.1499 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297287.3755382 Edm = 0.0343152 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297287.3175358 Edm = 0.00509434 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297287.311099 Edm = 0.000644024 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297287.3103442 Edm = 0.000104232 NCalls = 302 -VariableMetric: Iteration # 100 - FCN = 297287.3101356 Edm = 0.000129408 NCalls = 304 -VariableMetric: Iteration # 101 - FCN = 297287.307429 Edm = 0.00200613 NCalls = 308 -VariableMetric: Iteration # 102 - FCN = 297287.1855908 Edm = 0.112132 NCalls = 313 -VariableMetric: Iteration # 103 - FCN = 297285.8549579 Edm = 0.489207 NCalls = 317 -VariableMetric: Iteration # 104 - FCN = 297285.4074431 Edm = 0.0838912 NCalls = 320 -VariableMetric: Iteration # 105 - FCN = 297285.3278183 Edm = 0.00221319 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297285.3257959 Edm = 6.35031e-05 NCalls = 323 -VariableMetric: After Hessian - FCN = 297285.3257959 Edm = 135.512 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297285.3257959 Edm = 135.512 NCalls = 796 -VariableMetric: Iteration # 108 - FCN = 297284.9769058 Edm = 41.7385 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297284.4810865 Edm = 0.601552 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297282.9688004 Edm = 2.83441 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297282.7996402 Edm = 0.713778 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297281.8668434 Edm = 6.02005 NCalls = 818 -VariableMetric: Iteration # 113 - FCN = 297274.8381712 Edm = 11.195 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297274.1486315 Edm = 1.61078 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297271.015763 Edm = 2.49041 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297266.8054468 Edm = 3.96688 NCalls = 836 -VariableMetric: Iteration # 117 - FCN = 297263.0488732 Edm = 1.7237 NCalls = 839 -VariableMetric: Iteration # 118 - FCN = 297261.0418422 Edm = 0.565254 NCalls = 841 -VariableMetric: Iteration # 119 - FCN = 297260.1601869 Edm = 0.495737 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297259.4703997 Edm = 0.377503 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297258.9781415 Edm = 0.115169 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297258.6898741 Edm = 0.124366 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297258.4124344 Edm = 0.0644389 NCalls = 854 -VariableMetric: Iteration # 124 - FCN = 297258.1990855 Edm = 0.0996341 NCalls = 856 -VariableMetric: Iteration # 125 - FCN = 297258.0301583 Edm = 0.054144 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297257.8830714 Edm = 0.0864646 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297257.75892 Edm = 0.0231344 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297257.7164083 Edm = 0.0144723 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297257.6876516 Edm = 0.00379966 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297257.6791741 Edm = 0.00291421 NCalls = 870 -VariableMetric: Iteration # 131 - FCN = 297257.6704092 Edm = 0.00180191 NCalls = 872 -VariableMetric: Iteration # 132 - FCN = 297257.6658958 Edm = 0.00159772 NCalls = 874 -VariableMetric: Iteration # 133 - FCN = 297257.6615405 Edm = 0.000401303 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297257.6606144 Edm = 0.000178425 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297257.6601179 Edm = 0.000121392 NCalls = 880 -VariableMetric: Iteration # 136 - FCN = 297257.6596881 Edm = 5.09238e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297257.6596881 Edm = 0.000701905 NCalls = 1359 -VariableMetric: Iteration # 137 - FCN = 297257.6596881 Edm = 0.000701905 NCalls = 1359 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319657.5161293 Edm = 31.4016 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319657.5161293 Edm = 31.4016 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299228.0318355 Edm = 2.50805 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299124.0497165 Edm = 5.02713 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297677.88734 Edm = 1.01873 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297665.3139746 Edm = 37.2135 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297648.5510182 Edm = 12.2355 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297603.7980565 Edm = 0.578614 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297603.2821195 Edm = 0.0682465 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297602.6571697 Edm = 0.614999 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297518.6255448 Edm = 10.8733 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297431.0996979 Edm = 0.938103 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297429.8226491 Edm = 0.0354934 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297429.6935229 Edm = 0.102732 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297411.0490089 Edm = 13.9211 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297365.9981448 Edm = 6.37853 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297343.0058206 Edm = 6.23237 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297332.0596029 Edm = 0.686417 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297331.4308851 Edm = 0.0368213 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297331.389229 Edm = 0.0173873 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297331.1360833 Edm = 0.248914 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297313.3106774 Edm = 2.26976 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297276.8015437 Edm = 5.30141 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297271.5149631 Edm = 0.734654 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297270.754762 Edm = 0.00715179 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297270.745435 Edm = 0.00139223 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297270.7255738 Edm = 0.0155795 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297268.2945383 Edm = 1.77909 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297261.4864665 Edm = 0.31936 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297261.0967681 Edm = 0.0993686 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297261.0419441 Edm = 0.0196714 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297261.0098151 Edm = 0.00234301 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297261.0065819 Edm = 0.000430957 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297260.9922205 Edm = 0.0132591 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297259.0079314 Edm = 1.43038 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297255.2557383 Edm = 0.688016 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297254.5157214 Edm = 0.142557 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297254.3314924 Edm = 0.0277456 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297254.3050588 Edm = 0.00262946 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297254.3012148 Edm = 0.000749637 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297254.2968 Edm = 0.00402385 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297254.0876566 Edm = 0.195462 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297250.1167876 Edm = 0.968093 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297248.5704264 Edm = 0.431543 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297248.2527162 Edm = 0.334915 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297247.9685572 Edm = 0.233124 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297247.811497 Edm = 0.0189957 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297247.7903427 Edm = 0.00305732 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297247.7869224 Edm = 0.00100136 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297247.7827735 Edm = 0.00229533 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297247.7534066 Edm = 0.0365529 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297247.5530199 Edm = 0.207145 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297247.4938667 Edm = 0.0532311 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297244.3866287 Edm = 2.07838 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297243.1741061 Edm = 0.787437 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297242.7459046 Edm = 0.137867 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297242.6107128 Edm = 0.00452351 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297242.607546 Edm = 0.000211852 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297242.6072991 Edm = 6.89208e-05 NCalls = 183 -VariableMetric: After Hessian - FCN = 297242.6072991 Edm = 33.9065 NCalls = 658 -VariableMetric: Iteration # 58 - FCN = 297242.6072991 Edm = 33.9065 NCalls = 658 -VariableMetric: Iteration # 59 - FCN = 297242.0583598 Edm = 24.8302 NCalls = 661 -VariableMetric: Iteration # 60 - FCN = 297241.5868897 Edm = 1.12568 NCalls = 663 -VariableMetric: Iteration # 61 - FCN = 297240.5692371 Edm = 0.226455 NCalls = 664 -VariableMetric: Iteration # 62 - FCN = 297240.3529797 Edm = 0.071782 NCalls = 667 -VariableMetric: Iteration # 63 - FCN = 297240.2557526 Edm = 0.0215199 NCalls = 669 -VariableMetric: Iteration # 64 - FCN = 297240.2167496 Edm = 0.0215746 NCalls = 671 -VariableMetric: Iteration # 65 - FCN = 297240.156356 Edm = 0.0116698 NCalls = 674 -VariableMetric: Iteration # 66 - FCN = 297240.1400901 Edm = 0.00215482 NCalls = 676 -VariableMetric: Iteration # 67 - FCN = 297240.1363351 Edm = 0.00128716 NCalls = 678 -VariableMetric: Iteration # 68 - FCN = 297240.1339358 Edm = 0.00087393 NCalls = 680 -VariableMetric: Iteration # 69 - FCN = 297240.1328965 Edm = 0.000211368 NCalls = 682 -VariableMetric: Iteration # 70 - FCN = 297240.132603 Edm = 3.97606e-05 NCalls = 684 -VariableMetric: After Hessian - FCN = 297240.132603 Edm = 4.22116e-05 NCalls = 1165 -VariableMetric: Iteration # 71 - FCN = 297240.132603 Edm = 4.22116e-05 NCalls = 1165 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318054.9991432 Edm = 131.486 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318054.9991432 Edm = 131.486 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302028.6242604 Edm = 2.60111 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302024.815428 Edm = 5.8472 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300133.2807467 Edm = 342.908 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299838.0531322 Edm = 57.762 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299773.6560111 Edm = 55.4929 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299638.2546942 Edm = 126.482 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299493.8356582 Edm = 134.988 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298391.8751845 Edm = 113.953 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298379.9114808 Edm = 87.4223 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298226.4310417 Edm = 2.78226 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298223.1932419 Edm = 0.557598 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298212.9089487 Edm = 6.26114 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297743.7746728 Edm = 70.0723 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297666.6571595 Edm = 18.0822 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297659.0626063 Edm = 1.23554 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297657.8902402 Edm = 0.0192879 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297657.6863166 Edm = 0.195287 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297643.1286879 Edm = 19.4565 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297643.0033284 Edm = 0.122922 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297609.7480494 Edm = 3.32864 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297499.9583661 Edm = 27.707 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297458.1175823 Edm = 13.4335 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297444.5890989 Edm = 21.875 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297399.9937377 Edm = 17.6628 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297357.0217086 Edm = 29.3932 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297331.1607198 Edm = 7.42265 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297325.0956274 Edm = 1.84023 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297324.0838248 Edm = 0.0325704 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297324.0196698 Edm = 0.0118329 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297323.9537175 Edm = 0.0480378 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297296.0505011 Edm = 1.87663 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297293.3315813 Edm = 0.918501 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297292.5811478 Edm = 0.875954 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297292.084242 Edm = 0.366445 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297291.3798552 Edm = 0.35897 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297290.7823972 Edm = 0.294915 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297290.470201 Edm = 0.361908 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297290.0239314 Edm = 0.0953832 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297289.8621972 Edm = 0.126826 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297289.7527903 Edm = 0.0248277 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297289.7024139 Edm = 0.0205937 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297289.3455162 Edm = 0.302675 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297273.6794829 Edm = 7.70528 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297263.017699 Edm = 3.70433 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297262.560844 Edm = 0.456882 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297262.1157975 Edm = 0.156178 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297261.567339 Edm = 0.343628 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297261.2760334 Edm = 0.428624 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297260.4065507 Edm = 0.457695 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297259.5496481 Edm = 0.250512 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297259.1323709 Edm = 0.088031 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297258.9873089 Edm = 0.0115829 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297258.9577487 Edm = 0.0381415 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297258.9172514 Edm = 0.0144801 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297258.9007463 Edm = 0.00240144 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297258.897256 Edm = 0.00264611 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297258.845798 Edm = 0.0572702 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297257.6558227 Edm = 1.02274 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297244.9450899 Edm = 13.3673 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297242.3862763 Edm = 1.64323 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297241.0851302 Edm = 0.189562 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297240.8013325 Edm = 0.0434348 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297240.7288849 Edm = 0.0255261 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297240.7176325 Edm = 0.00136363 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297240.7159814 Edm = 0.00135415 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297240.6856737 Edm = 0.0294861 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297240.3564512 Edm = 0.324118 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297235.3104607 Edm = 0.797243 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297234.6419124 Edm = 0.0611702 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297234.5771543 Edm = 0.00529891 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297234.5726734 Edm = 0.000543996 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297234.5697452 Edm = 0.00266472 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297234.3873696 Edm = 0.260784 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297234.3610942 Edm = 0.0247649 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297230.9270702 Edm = 0.314151 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297230.6292123 Edm = 0.0303656 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297230.5903282 Edm = 0.00349339 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297230.5862472 Edm = 0.000234335 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297230.585466 Edm = 0.000692068 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297230.566324 Edm = 0.0196679 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297230.4216876 Edm = 0.133843 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297228.863971 Edm = 0.051332 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297228.8168714 Edm = 0.00108534 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297228.8154545 Edm = 0.000131111 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297228.8152677 Edm = 3.86061e-05 NCalls = 288 -VariableMetric: After Hessian - FCN = 297228.8152677 Edm = 0.352737 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297228.8152677 Edm = 0.352737 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297228.7381469 Edm = 0.598661 NCalls = 765 -VariableMetric: Iteration # 88 - FCN = 297228.2137723 Edm = 0.794938 NCalls = 767 -VariableMetric: Iteration # 89 - FCN = 297228.0979312 Edm = 0.108218 NCalls = 769 -VariableMetric: Iteration # 90 - FCN = 297227.9484966 Edm = 0.0811558 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297227.9016643 Edm = 0.0440669 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297227.8163648 Edm = 0.0247269 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297227.7454024 Edm = 0.0376646 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297227.7280978 Edm = 0.016852 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297227.6958065 Edm = 0.0391113 NCalls = 783 -VariableMetric: Iteration # 96 - FCN = 297227.6240573 Edm = 0.0304623 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297227.5289366 Edm = 0.0663852 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297227.487544 Edm = 0.0794329 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297227.4048867 Edm = 0.0737858 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297227.3755705 Edm = 0.075602 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297227.3126447 Edm = 0.0385819 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297227.2835024 Edm = 0.0281802 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297227.2384512 Edm = 0.0207395 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297227.2186957 Edm = 0.0179502 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297227.1775521 Edm = 0.0185872 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297227.1573481 Edm = 0.0237932 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297227.1214671 Edm = 0.016808 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297227.105382 Edm = 0.00853637 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297227.089987 Edm = 0.00640861 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297227.0851049 Edm = 0.0046845 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297227.0785705 Edm = 0.00234798 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297227.0709938 Edm = 0.00117277 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297227.0689924 Edm = 0.00120445 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297227.0667566 Edm = 0.00152751 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297227.0622513 Edm = 0.00143636 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297227.0567195 Edm = 0.00185275 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297227.0535804 Edm = 0.0013514 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297227.0513226 Edm = 0.000660385 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297227.0496551 Edm = 0.000509767 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297227.0483846 Edm = 0.000641706 NCalls = 844 -VariableMetric: Iteration # 121 - FCN = 297227.0472108 Edm = 0.000532692 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297227.0460358 Edm = 0.000223734 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297227.0457306 Edm = 7.17806e-05 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297227.0456208 Edm = 1.39076e-05 NCalls = 853 -VariableMetric: After Hessian - FCN = 297227.0456208 Edm = 0.000191821 NCalls = 1334 -VariableMetric: Iteration # 125 - FCN = 297227.0456208 Edm = 0.000191821 NCalls = 1334 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1305 (1305 total) | -| EDM = 0.000153 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297312.5750902759 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.12 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.13 | 0.44 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6.14 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.91 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.57 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | 5.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.12 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.31 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.636 | 0.027 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.920 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 16.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 15| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.91 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.15 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 20| p4415_p | -2.33 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.481 | 0.021 | | | -2 | 2 | | -| 22| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.73 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.033 -0.002 -0.022 -0.129 -0.114 0.339 -0.060 0.143 0.226 -0.033 0.231 0.030 0.002 -0.251 0.056 0.023 0.154 -0.013 0.002 -0.014 0.026 -0.078 0.274 | -| rho_p | -0.033 1.000 0.116 0.178 0.057 0.109 0.083 0.007 -0.005 -0.014 0.305 -0.114 -0.009 0.144 0.275 0.209 0.001 0.014 -0.004 0.001 0.056 -0.094 0.066 -0.030 | -| phi_p | -0.002 0.116 1.000 0.033 0.003 -0.001 0.008 0.001 -0.002 -0.003 0.018 -0.036 -0.005 0.740 0.014 0.057 0.000 -0.001 0.000 0.000 0.001 -0.002 0.003 -0.005 | -| omega_p | -0.022 0.178 0.033 1.000 0.013 0.023 0.056 -0.004 -0.004 -0.008 0.895 -0.072 -0.011 0.088 0.080 0.077 0.001 -0.002 -0.005 0.001 0.013 -0.068 0.015 -0.018 | -| p4040_s | -0.129 0.057 0.003 0.013 1.000 0.317 0.008 -0.112 -0.235 -0.545 0.011 -0.059 -0.081 -0.015 0.116 0.026 0.008 0.072 0.225 0.003 -0.188 0.020 0.102 -0.140 | -| Ctt | -0.114 0.109 -0.001 0.023 0.317 1.000 -0.154 -0.263 -0.358 -0.411 0.021 0.200 0.148 -0.030 0.698 0.032 0.001 -0.191 0.192 0.010 -0.015 -0.013 0.244 -0.258 | -| bplus_1 | 0.339 0.083 0.008 0.056 0.008 -0.154 1.000 0.167 0.007 0.007 0.093 0.079 0.059 0.029 -0.247 -0.153 -0.007 0.075 0.131 -0.005 -0.072 -0.847 0.002 0.111 | -| Dbar_p | -0.060 0.007 0.001 -0.004 -0.112 -0.263 0.167 1.000 0.015 0.079 -0.012 0.282 0.046 -0.006 -0.081 0.041 0.002 0.018 0.034 0.013 -0.050 0.032 -0.080 0.343 | -| p4040_p | 0.143 -0.005 -0.002 -0.004 -0.235 -0.358 0.007 0.015 1.000 0.309 -0.005 -0.048 -0.198 -0.003 -0.081 0.001 0.019 -0.061 -0.053 0.017 0.171 0.014 0.270 0.209 | -| p4160_p | 0.226 -0.014 -0.003 -0.008 -0.545 -0.411 0.007 0.079 0.309 1.000 -0.009 0.016 -0.118 -0.002 -0.076 0.000 0.030 -0.001 -0.134 0.021 0.288 0.014 -0.152 0.249 | -| omega_s | -0.033 0.305 0.018 0.895 0.011 0.021 0.093 -0.012 -0.005 -0.009 1.000 -0.078 -0.013 0.089 0.080 -0.098 0.001 -0.006 -0.009 0.001 0.012 -0.119 0.011 -0.024 | -| jpsi_p | 0.231 -0.114 -0.036 -0.072 -0.059 0.200 0.079 0.282 -0.048 0.016 -0.078 1.000 0.001 -0.015 0.088 -0.005 0.043 -0.011 -0.013 0.034 -0.017 -0.038 -0.048 0.108 | -| psi2s_p | 0.030 -0.009 -0.005 -0.011 -0.081 0.148 0.059 0.046 -0.198 -0.118 -0.013 0.001 1.000 -0.005 -0.033 0.010 0.023 -0.408 0.034 0.024 -0.110 -0.003 -0.102 0.011 | -| phi_s | 0.002 0.144 0.740 0.088 -0.015 -0.030 0.029 -0.006 -0.003 -0.002 0.089 -0.015 -0.005 1.000 -0.054 0.046 -0.000 -0.010 -0.001 -0.000 -0.016 -0.028 -0.018 -0.003 | -| bplus_2 | -0.251 0.275 0.014 0.080 0.116 0.698 -0.247 -0.081 -0.081 -0.076 0.080 0.088 -0.033 -0.054 1.000 0.056 0.008 -0.113 -0.114 0.006 0.184 -0.056 0.148 -0.126 | -| rho_s | 0.056 0.209 0.057 0.077 0.026 0.032 -0.153 0.041 0.001 0.000 -0.098 -0.005 0.010 0.046 0.056 1.000 -0.001 0.024 0.022 -0.000 0.017 0.233 0.033 0.020 | -| DDstar_s | 0.023 0.001 0.000 0.001 0.008 0.001 -0.007 0.002 0.019 0.030 0.001 0.043 0.023 -0.000 0.008 -0.001 1.000 0.018 -0.001 -0.001 0.024 0.000 0.008 0.016 | -| p3770_s | 0.154 0.014 -0.001 -0.002 0.072 -0.191 0.075 0.018 -0.061 -0.001 -0.006 -0.011 -0.408 -0.010 -0.113 0.024 0.018 1.000 0.022 0.021 -0.022 0.044 -0.005 -0.202 | -| p4415_s | -0.013 -0.004 0.000 -0.005 0.225 0.192 0.131 0.034 -0.053 -0.134 -0.009 -0.013 0.034 -0.001 -0.114 0.022 -0.001 0.022 1.000 -0.001 -0.184 0.018 0.342 -0.073 | -| Dbar_s | 0.002 0.001 0.000 0.001 0.003 0.010 -0.005 0.013 0.017 0.021 0.001 0.034 0.024 -0.000 0.006 -0.000 -0.001 0.021 -0.001 1.000 0.014 0.001 0.004 0.022 | -| p4415_p | -0.014 0.056 0.001 0.013 -0.188 -0.015 -0.072 -0.050 0.171 0.288 0.012 -0.017 -0.110 -0.016 0.184 0.017 0.024 -0.022 -0.184 0.014 1.000 0.017 -0.124 0.060 | -| bplus_0 | 0.026 -0.094 -0.002 -0.068 0.020 -0.013 -0.847 0.032 0.014 0.014 -0.119 -0.038 -0.003 -0.028 -0.056 0.233 0.000 0.044 0.018 0.001 0.017 1.000 0.033 0.037 | -| p4160_s | -0.078 0.066 0.003 0.015 0.102 0.244 0.002 -0.080 0.270 -0.152 0.011 -0.048 -0.102 -0.018 0.148 0.033 0.008 -0.005 0.342 0.004 -0.124 0.033 1.000 -0.067 | -| p3770_p | 0.274 -0.030 -0.005 -0.018 -0.140 -0.258 0.111 0.343 0.209 0.249 -0.024 0.108 0.011 -0.003 -0.126 0.020 0.016 -0.202 -0.073 0.022 0.060 0.037 -0.067 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3028747090004842}), (, {'error': 0.43731486920675877}), (, {'error': 0.2871991574915951}), (, {'error': 0.5172069584170789}), (, {'error': 0.1686529898794077}), (, {'error': 0.21132741910252006}), (, {'error': 0.04146863013480284}), (, {'error': 0.2743711981576302}), (, {'error': 0.20749973919637887}), (, {'error': 0.107242663679874}), (, {'error': 3.9204905056530333}), (, {'error': 0.02724341293368049}), (, {'error': 0.03141356575563137}), (, {'error': 1.1700991066575455}), (, {'error': 0.08883404511133774}), (, {'error': 0.3328057111863262}), (, {'error': 0.017028724505421644}), (, {'error': 0.23425309643878567}), (, {'error': 0.19592847576179906}), (, {'error': 0.01391415768350085}), (, {'error': 0.18031300876888068}), (, {'error': 0.020710357301814808}), (, {'error': 0.16643794923687194}), (, {'error': 0.10814736725126628})]) -Toy 1/25 -Time taken: 7 min, 4 s -Projected time left: 2 h, 49 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1334 (1334 total) | -| EDM = 2.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297271.7826498845 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.17 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -6.0 | 1.8 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.005 | 0.028 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.76 | 0.20 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | 5.39 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.52 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.603 | 0.028 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.896 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 18 | 6 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.28 | 0.10 | | | -2 | 2 | | -| 15| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.16 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.29 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.19 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.520 | 0.023 | | | -2 | 2 | | -| 22| p4160_s | 2.35 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.52 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.007 0.021 0.002 0.014 -0.074 0.309 -0.068 -0.005 0.265 -0.018 0.292 0.071 0.021 -0.231 0.057 0.024 0.225 -0.011 0.000 0.019 0.041 -0.065 0.271 | -| rho_p | -0.007 1.000 -0.032 -0.003 -0.000 0.030 0.020 0.004 -0.000 0.002 0.131 -0.021 0.002 -0.029 0.077 0.057 0.000 0.002 0.001 0.000 0.018 -0.024 0.021 -0.006 | -| phi_p | 0.021 -0.032 1.000 -0.052 -0.001 -0.041 -0.022 -0.000 0.002 -0.033 -0.248 -0.099 -0.041 0.990 -0.137 0.062 0.003 -0.031 -0.001 0.003 -0.051 0.027 -0.041 -0.000 | -| omega_p | 0.002 -0.003 -0.052 1.000 0.000 0.002 -0.010 0.001 -0.000 0.003 -0.209 0.013 0.004 -0.054 0.003 0.046 -0.000 0.003 0.001 -0.000 0.002 0.012 0.002 0.002 | -| p4040_s | 0.014 -0.000 -0.001 0.000 1.000 -0.027 0.003 0.005 -0.313 0.025 0.000 0.001 -0.010 -0.001 -0.008 0.000 0.001 0.002 -0.003 0.001 0.013 0.001 0.018 0.017 | -| Ctt | -0.074 0.030 -0.041 0.002 -0.027 1.000 -0.198 -0.271 0.009 -0.345 -0.020 0.202 0.112 -0.047 0.743 -0.004 0.001 -0.314 0.194 0.016 0.036 -0.003 0.337 -0.198 | -| bplus_1 | 0.309 0.020 -0.022 -0.010 0.003 -0.198 1.000 0.161 -0.002 0.056 0.053 0.107 0.074 -0.018 -0.270 -0.147 -0.012 0.099 0.101 -0.007 -0.063 -0.857 -0.011 0.122 | -| Dbar_p | -0.068 0.004 -0.000 0.001 0.005 -0.271 0.161 1.000 0.000 0.095 -0.017 0.327 0.054 -0.002 -0.088 0.036 0.003 0.094 0.038 0.016 -0.048 0.047 -0.068 0.401 | -| p4040_p | -0.005 -0.000 0.002 -0.000 -0.313 0.009 -0.002 0.000 1.000 0.002 0.000 0.002 0.011 0.002 0.002 -0.000 -0.001 -0.002 -0.003 -0.001 -0.002 -0.001 -0.013 -0.007 | -| p4160_p | 0.265 0.002 -0.033 0.003 0.025 -0.345 0.056 0.095 0.002 1.000 0.001 0.057 -0.121 -0.034 -0.086 0.011 0.042 0.132 -0.036 0.028 0.231 0.024 -0.161 0.243 | -| omega_s | -0.018 0.131 -0.248 -0.209 0.000 -0.020 0.053 -0.017 0.000 0.001 1.000 0.025 0.003 -0.241 -0.029 -0.388 -0.000 -0.003 -0.008 -0.001 -0.006 -0.072 -0.015 -0.007 | -| jpsi_p | 0.292 -0.021 -0.099 0.013 0.001 0.202 0.107 0.327 0.002 0.057 0.025 1.000 0.010 -0.095 0.123 0.014 0.046 0.033 0.000 0.038 0.016 -0.033 -0.010 0.180 | -| psi2s_p | 0.071 0.002 -0.041 0.004 -0.010 0.112 0.074 0.054 0.011 -0.121 0.003 0.010 1.000 -0.041 -0.034 0.011 0.030 -0.440 0.037 0.032 -0.100 0.003 -0.054 0.107 | -| phi_s | 0.021 -0.029 0.990 -0.054 -0.001 -0.047 -0.018 -0.002 0.002 -0.034 -0.241 -0.095 -0.041 1.000 -0.152 0.059 0.003 -0.033 -0.001 0.003 -0.055 0.024 -0.045 0.000 | -| bplus_2 | -0.231 0.077 -0.137 0.003 -0.008 0.743 -0.270 -0.088 0.002 -0.086 -0.029 0.123 -0.034 -0.152 1.000 -0.016 0.010 -0.168 -0.066 0.006 0.197 -0.040 0.189 -0.110 | -| rho_s | 0.057 0.057 0.062 0.046 0.000 -0.004 -0.147 0.036 -0.000 0.011 -0.388 0.014 0.011 0.059 -0.016 1.000 -0.001 0.018 0.019 -0.001 0.003 0.215 0.015 0.027 | -| DDstar_s | 0.024 0.000 0.003 -0.000 0.001 0.001 -0.012 0.003 -0.001 0.042 -0.000 0.046 0.030 0.003 0.010 -0.001 1.000 0.020 -0.001 -0.002 0.031 -0.000 0.008 0.013 | -| p3770_s | 0.225 0.002 -0.031 0.003 0.002 -0.314 0.099 0.094 -0.002 0.132 -0.003 0.033 -0.440 -0.033 -0.168 0.018 0.020 1.000 -0.012 0.026 0.025 0.049 -0.007 -0.089 | -| p4415_s | -0.011 0.001 -0.001 0.001 -0.003 0.194 0.101 0.038 -0.003 -0.036 -0.008 0.000 0.037 -0.001 -0.066 0.019 -0.001 -0.012 1.000 -0.002 -0.115 0.025 0.346 -0.053 | -| Dbar_s | 0.000 0.000 0.003 -0.000 0.001 0.016 -0.007 0.016 -0.001 0.028 -0.001 0.038 0.032 0.003 0.006 -0.001 -0.002 0.026 -0.002 1.000 0.017 0.000 0.003 0.020 | -| p4415_p | 0.019 0.018 -0.051 0.002 0.013 0.036 -0.063 -0.048 -0.002 0.231 -0.006 0.016 -0.100 -0.055 0.197 0.003 0.031 0.025 -0.115 0.017 1.000 0.021 -0.175 0.051 | -| bplus_0 | 0.041 -0.024 0.027 0.012 0.001 -0.003 -0.857 0.047 -0.001 0.024 -0.072 -0.033 0.003 0.024 -0.040 0.215 -0.000 0.049 0.025 0.000 0.021 1.000 0.042 0.044 | -| p4160_s | -0.065 0.021 -0.041 0.002 0.018 0.337 -0.011 -0.068 -0.013 -0.161 -0.015 -0.010 -0.054 -0.045 0.189 0.015 0.008 -0.007 0.346 0.003 -0.175 0.042 1.000 -0.092 | -| p3770_p | 0.271 -0.006 -0.000 0.002 0.017 -0.198 0.122 0.401 -0.007 0.243 -0.007 0.180 0.107 0.000 -0.110 0.027 0.013 -0.089 -0.053 0.020 0.051 0.044 -0.092 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3104755627532212}), (, {'error': 0.15562403880652687}), (, {'error': 1.8346219142035216}), (, {'error': 0.2632715277305504}), (, {'error': 0.028135162872821536}), (, {'error': 0.20386084704398605}), (, {'error': 0.04552665665099365}), (, {'error': 0.289940808584654}), (, {'error': 8.145411845632475}), (, {'error': 0.08692284461644117}), (, {'error': 0.8817971574296983}), (, {'error': 0.028082229239832834}), (, {'error': 0.030650360556371048}), (, {'error': 5.914428824190824}), (, {'error': 0.09520148622299518}), (, {'error': 0.31777654910346753}), (, {'error': 0.018522412497387508}), (, {'error': 0.23044739875542897}), (, {'error': 0.18751884967157328}), (, {'error': 0.016888994140490998}), (, {'error': 0.1570684005903935}), (, {'error': 0.023041967467372304}), (, {'error': 0.15174511316296146}), (, {'error': 0.10666165390524007})]) -Toy 2/25 -Time taken: 14 min, 2 s -Projected time left: 2 h, 41 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1256 (1256 total) | -| EDM = 5.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297236.2067227156 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.69 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -6.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.29 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.40 | 0.22 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.80 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | 2.05 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.56 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.12 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.664 | 0.027 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.904 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 15.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.26 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.42 | 0.22 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 20| p4415_p | -2.17 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.428 | 0.017 | | | -2 | 2 | | -| 22| p4160_s | 2.10 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.003 0.006 -0.006 -0.114 -0.108 0.409 -0.094 0.088 0.185 -0.034 0.145 -0.023 0.012 -0.279 0.083 0.033 0.156 -0.038 0.004 -0.050 -0.007 -0.103 0.261 | -| rho_p | -0.003 1.000 0.106 -0.031 0.043 0.106 -0.001 0.026 0.023 -0.003 0.208 -0.084 -0.001 0.097 0.256 0.090 0.000 0.025 0.018 0.001 0.054 0.030 0.071 -0.009 | -| phi_p | 0.006 0.106 1.000 -0.001 0.002 -0.003 -0.004 0.007 0.001 -0.000 -0.009 -0.020 -0.001 0.487 0.011 0.016 0.001 0.003 0.002 0.000 0.001 0.020 0.004 0.000 | -| omega_p | -0.006 -0.031 -0.001 1.000 0.000 0.001 0.016 -0.002 -0.000 -0.001 0.234 -0.008 -0.001 0.006 0.009 -0.028 0.000 -0.001 -0.001 0.000 0.002 -0.022 0.001 -0.004 | -| p4040_s | -0.114 0.043 0.002 0.000 1.000 0.363 0.020 -0.042 -0.250 -0.537 0.001 0.017 0.058 -0.018 0.102 0.003 -0.000 0.100 0.147 -0.004 -0.233 0.011 -0.022 -0.163 | -| Ctt | -0.108 0.106 -0.003 0.001 0.363 1.000 -0.172 -0.295 -0.235 -0.383 0.012 0.212 0.164 -0.052 0.701 -0.025 -0.003 -0.201 0.203 0.007 -0.026 -0.019 0.274 -0.232 | -| bplus_1 | 0.409 -0.001 -0.004 0.016 0.020 -0.172 1.000 0.196 0.020 0.004 0.100 0.078 0.039 0.027 -0.295 -0.203 -0.001 0.083 0.119 -0.002 -0.115 -0.819 -0.002 0.144 | -| Dbar_p | -0.094 0.026 0.007 -0.002 -0.042 -0.295 0.196 1.000 -0.013 0.065 -0.016 0.272 0.027 -0.006 -0.084 0.042 0.003 0.019 0.019 0.019 -0.065 0.016 -0.084 0.375 | -| p4040_p | 0.088 0.023 0.001 -0.000 -0.250 -0.235 0.020 -0.013 1.000 0.081 -0.002 -0.096 -0.243 -0.013 -0.050 0.007 0.037 -0.010 0.049 0.029 0.067 0.032 0.295 0.148 | -| p4160_p | 0.185 -0.003 -0.000 -0.001 -0.537 -0.383 0.004 0.065 0.081 1.000 -0.005 -0.026 -0.145 -0.001 -0.064 0.008 0.044 0.008 -0.068 0.029 0.276 0.021 -0.197 0.224 | -| omega_s | -0.034 0.208 -0.009 0.234 0.001 0.012 0.100 -0.016 -0.002 -0.005 1.000 -0.041 -0.005 0.042 0.054 -0.516 -0.000 -0.008 -0.008 0.000 0.010 -0.142 0.004 -0.022 | -| jpsi_p | 0.145 -0.084 -0.020 -0.008 0.017 0.212 0.078 0.272 -0.096 -0.026 -0.041 1.000 -0.014 0.017 0.105 0.055 0.055 -0.029 -0.015 0.044 -0.029 -0.063 -0.046 0.096 | -| psi2s_p | -0.023 -0.001 -0.001 -0.001 0.058 0.164 0.039 0.027 -0.243 -0.145 -0.005 -0.014 1.000 -0.001 -0.013 0.010 0.026 -0.429 0.019 0.027 -0.110 -0.009 -0.082 0.043 | -| phi_s | 0.012 0.097 0.487 0.006 -0.018 -0.052 0.027 -0.006 -0.013 -0.001 0.042 0.017 -0.001 1.000 -0.108 0.003 0.000 -0.013 -0.006 -0.000 -0.027 -0.024 -0.032 0.003 | -| bplus_2 | -0.279 0.256 0.011 0.009 0.102 0.701 -0.295 -0.084 -0.050 -0.064 0.054 0.105 -0.013 -0.108 1.000 -0.088 0.003 -0.112 -0.067 0.004 0.207 -0.034 0.149 -0.112 | -| rho_s | 0.083 0.090 0.016 -0.028 0.003 -0.025 -0.203 0.042 0.007 0.008 -0.516 0.055 0.010 0.003 -0.088 1.000 0.001 0.020 0.020 -0.000 -0.018 0.316 -0.001 0.045 | -| DDstar_s | 0.033 0.000 0.001 0.000 -0.000 -0.003 -0.001 0.003 0.037 0.044 -0.000 0.055 0.026 0.000 0.003 0.001 1.000 0.025 -0.001 -0.001 0.029 0.000 0.007 0.025 | -| p3770_s | 0.156 0.025 0.003 -0.001 0.100 -0.201 0.083 0.019 -0.010 0.008 -0.008 -0.029 -0.429 -0.013 -0.112 0.020 0.025 1.000 0.010 0.027 -0.019 0.046 0.002 -0.198 | -| p4415_s | -0.038 0.018 0.002 -0.001 0.147 0.203 0.119 0.019 0.049 -0.068 -0.008 -0.015 0.019 -0.006 -0.067 0.020 -0.001 0.010 1.000 -0.001 -0.164 0.012 0.324 -0.068 | -| Dbar_s | 0.004 0.001 0.000 0.000 -0.004 0.007 -0.002 0.019 0.029 0.029 0.000 0.044 0.027 -0.000 0.004 -0.000 -0.001 0.027 -0.001 1.000 0.016 0.001 0.003 0.031 | -| p4415_p | -0.050 0.054 0.001 0.002 -0.233 -0.026 -0.115 -0.065 0.067 0.276 0.010 -0.029 -0.110 -0.027 0.207 -0.018 0.029 -0.019 -0.164 0.016 1.000 0.022 -0.199 0.048 | -| bplus_0 | -0.007 0.030 0.020 -0.022 0.011 -0.019 -0.819 0.016 0.032 0.021 -0.142 -0.063 -0.009 -0.024 -0.034 0.316 0.000 0.046 0.012 0.001 0.022 1.000 0.031 0.028 | -| p4160_s | -0.103 0.071 0.004 0.001 -0.022 0.274 -0.002 -0.084 0.295 -0.197 0.004 -0.046 -0.082 -0.032 0.149 -0.001 0.007 0.002 0.324 0.003 -0.199 0.031 1.000 -0.088 | -| p3770_p | 0.261 -0.009 0.000 -0.004 -0.163 -0.232 0.144 0.375 0.148 0.224 -0.022 0.096 0.043 0.003 -0.112 0.045 0.025 -0.198 -0.068 0.031 0.048 0.028 -0.088 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31963003964199865}), (, {'error': 0.45597362100573413}), (, {'error': 0.18906390917818605}), (, {'error': 0.2952997399169326}), (, {'error': 0.17263648604671544}), (, {'error': 0.21673778750058426}), (, {'error': 0.03679257983860562}), (, {'error': 0.302531987585132}), (, {'error': 0.1399500025680993}), (, {'error': 0.10399544707799491}), (, {'error': 1.0644664334303489}), (, {'error': 0.02679248876696949}), (, {'error': 0.03158281442702915}), (, {'error': 0.9041102745483638}), (, {'error': 0.08101681069712796}), (, {'error': 0.3332814989358839}), (, {'error': 0.020752203135365355}), (, {'error': 0.22453368627032555}), (, {'error': 0.1902802881687084}), (, {'error': 0.016126665337100804}), (, {'error': 0.18521317704931506}), (, {'error': 0.01735447645797983}), (, {'error': 0.16981073460387575}), (, {'error': 0.09752195106523431})]) -Toy 3/25 -Time taken: 20 min, 48 s -Projected time left: 2 h, 32 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=778 (778 total) | -| EDM = 1.61E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297341.020695073 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.31 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.39 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -6.28 | 0.32 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.005 | 0.027 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -1.04 | 0.19 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | -1.21 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.74 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.7 | 1.6 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.613 | 0.025 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.913 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 19.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.26 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.13 | 0.06 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 20| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 22| p4160_s | 1.77 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.001 -0.002 -0.021 0.009 0.007 -0.151 -0.169 -0.000 0.151 -0.043 0.200 0.010 -0.027 0.212 0.082 0.034 0.184 -0.003 -0.001 0.006 -0.080 -0.091 0.215 | -| rho_p | -0.001 1.000 0.072 0.036 -0.001 0.094 -0.075 0.038 -0.002 -0.003 0.152 -0.083 0.010 0.086 -0.263 0.171 0.000 0.014 0.007 0.002 -0.002 0.065 0.080 -0.013 | -| phi_p | -0.002 0.072 1.000 0.028 -0.000 0.003 -0.004 0.001 -0.000 -0.001 0.019 -0.020 -0.002 0.455 -0.016 0.009 0.000 -0.000 0.000 0.000 -0.000 0.002 0.005 -0.003 | -| omega_p | -0.021 0.036 0.028 1.000 -0.000 0.012 -0.094 -0.009 0.000 -0.004 0.781 -0.029 -0.007 0.071 -0.046 -0.044 0.001 -0.003 0.001 0.001 0.000 0.101 0.005 -0.007 | -| p4040_s | 0.009 -0.001 -0.000 -0.000 1.000 -0.022 -0.000 -0.002 -0.258 0.016 -0.000 -0.003 -0.011 0.000 0.007 0.000 0.001 -0.002 0.001 0.001 -0.000 -0.001 0.023 0.012 | -| Ctt | 0.007 0.094 0.003 0.012 -0.022 1.000 0.072 -0.331 0.004 -0.278 0.018 0.255 0.212 -0.032 -0.731 -0.031 -0.003 -0.231 0.002 0.006 -0.009 0.068 0.317 -0.201 | -| bplus_1 | -0.151 -0.075 -0.004 -0.094 -0.000 0.072 1.000 -0.047 -0.004 0.015 -0.193 -0.086 0.041 -0.141 -0.020 0.332 -0.004 -0.039 0.011 -0.003 -0.002 -0.942 0.054 -0.115 | -| Dbar_p | -0.169 0.038 0.001 -0.009 -0.002 -0.331 -0.047 1.000 0.009 -0.048 -0.024 0.168 -0.099 -0.036 0.040 0.053 0.009 -0.055 -0.013 0.022 0.003 -0.074 -0.096 0.296 | -| p4040_p | -0.000 -0.002 -0.000 0.000 -0.258 0.004 -0.004 0.009 1.000 0.011 0.000 0.006 0.012 0.001 0.002 -0.001 -0.001 -0.001 0.000 -0.001 0.000 0.003 -0.016 -0.003 | -| p4160_p | 0.151 -0.003 -0.001 -0.004 0.016 -0.278 0.015 -0.048 0.011 1.000 -0.006 -0.033 -0.137 -0.005 0.060 0.008 0.037 0.066 0.026 0.020 -0.005 -0.022 -0.128 0.149 | -| omega_s | -0.043 0.152 0.019 0.781 -0.000 0.018 -0.193 -0.024 0.000 -0.006 1.000 -0.034 -0.014 0.103 -0.067 -0.335 0.001 -0.008 0.001 0.001 0.000 0.212 0.002 -0.010 | -| jpsi_p | 0.200 -0.083 -0.020 -0.029 -0.003 0.255 -0.086 0.168 0.006 -0.033 -0.034 1.000 -0.044 0.011 -0.138 0.001 0.056 -0.040 -0.001 0.043 0.002 0.075 -0.010 0.070 | -| psi2s_p | 0.010 0.010 -0.002 -0.007 -0.011 0.212 0.041 -0.099 0.012 -0.137 -0.014 -0.044 1.000 -0.017 -0.040 0.021 0.030 -0.474 -0.009 0.027 0.000 -0.044 -0.038 0.015 | -| phi_s | -0.027 0.086 0.455 0.071 0.000 -0.032 -0.141 -0.036 0.001 -0.005 0.103 0.011 -0.017 1.000 0.069 -0.068 0.001 -0.016 -0.003 -0.000 0.001 0.154 -0.039 -0.001 | -| bplus_2 | 0.212 -0.263 -0.016 -0.046 0.007 -0.731 -0.020 0.040 0.002 0.060 -0.067 -0.138 -0.040 0.069 1.000 0.074 -0.002 0.121 -0.028 -0.002 0.005 -0.170 -0.256 0.107 | -| rho_s | 0.082 0.171 0.009 -0.044 0.000 -0.031 0.332 0.053 -0.001 0.008 -0.335 0.001 0.021 -0.068 0.074 1.000 -0.002 0.014 -0.000 -0.001 -0.001 -0.379 0.009 0.009 | -| DDstar_s | 0.034 0.000 0.000 0.001 0.001 -0.003 -0.004 0.009 -0.001 0.037 0.001 0.056 0.030 0.001 -0.002 -0.002 1.000 0.024 0.003 -0.001 -0.000 0.005 0.006 0.022 | -| p3770_s | 0.184 0.014 -0.000 -0.003 -0.002 -0.231 -0.039 -0.055 -0.001 0.066 -0.008 -0.040 -0.474 -0.016 0.121 0.014 0.024 1.000 0.002 0.024 0.001 -0.025 0.014 -0.161 | -| p4415_s | -0.003 0.007 0.000 0.001 0.001 0.002 0.011 -0.013 0.000 0.026 0.001 -0.001 -0.009 -0.003 -0.028 -0.000 0.003 0.002 1.000 0.001 -0.038 -0.003 -0.031 0.004 | -| Dbar_s | -0.001 0.002 0.000 0.001 0.001 0.006 -0.003 0.022 -0.001 0.020 0.001 0.043 0.027 -0.000 -0.002 -0.001 -0.001 0.024 0.001 1.000 -0.000 0.002 -0.000 0.030 | -| p4415_p | 0.006 -0.002 -0.000 0.000 -0.000 -0.009 -0.002 0.003 0.000 -0.005 0.000 0.002 0.000 0.001 0.005 -0.001 -0.000 0.001 -0.038 -0.000 1.000 0.002 -0.008 0.004 | -| bplus_0 | -0.080 0.065 0.002 0.101 -0.001 0.068 -0.942 -0.074 0.003 -0.022 0.212 0.075 -0.044 0.154 -0.170 -0.379 0.005 -0.025 -0.003 0.002 0.002 1.000 -0.030 0.023 | -| p4160_s | -0.091 0.080 0.005 0.005 0.023 0.317 0.054 -0.096 -0.016 -0.128 0.002 -0.010 -0.038 -0.039 -0.256 0.009 0.006 0.014 -0.031 -0.000 -0.008 -0.030 1.000 -0.088 | -| p3770_p | 0.215 -0.013 -0.003 -0.007 0.012 -0.201 -0.115 0.296 -0.003 0.149 -0.010 0.070 0.015 -0.001 0.107 0.009 0.022 -0.161 0.004 0.030 0.004 0.023 -0.088 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3055412857639761}), (, {'error': 0.24810738826966539}), (, {'error': 0.3156559297260926}), (, {'error': 0.3714497857529433}), (, {'error': 0.02719093300750878}), (, {'error': 0.18833152950867355}), (, {'error': 0.06242166967381291}), (, {'error': 0.2890552326985292}), (, {'error': 8.997303875657845}), (, {'error': 0.10323611073255057}), (, {'error': 1.6452590247087908}), (, {'error': 0.024518282609993225}), (, {'error': 0.030166372134534214}), (, {'error': 0.9612492378073085}), (, {'error': 0.08236240961280084}), (, {'error': 0.33236061978209563}), (, {'error': 0.02074362931803206}), (, {'error': 0.23324560926799798}), (, {'error': 0.06145934731924722}), (, {'error': 0.017233816465033414}), (, {'error': 0.15977428468008537}), (, {'error': 0.03274672964021652}), (, {'error': 0.14731590896676006}), (, {'error': 0.10091928241917558})]) -Toy 4/25 -Time taken: 26 min, 9 s -Projected time left: 2 h, 17 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=264 (264 total) | -| EDM = 5.97E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297136.3053383311 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.6 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 1.5 | 10.1 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.54 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.85 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.72 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.57 | 0.18 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.787 | 0.026 | | | -2 | 2 | | -| 7 | Dbar_p | 1.9 | 3.6 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.45 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.22 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9.41 | 0.17 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 15.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.30 | 0.06 | | | -2 | 2 | | -| 15| rho_s | 0.025 | 0.039 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.288 | 0.022 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.80 | 0.24 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.93 | 0.17 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.12 | 0.39 | | | -0.3 | 0.3 | | -| 20| p4415_p | 3.92 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.405 | 0.012 | | | -2 | 2 | | -| 22| p4160_s | 2.09 | 0.18 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.42 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.190 0.052 0.101 -0.465 -0.536 -0.549 0.865 0.018 0.262 -0.000 0.655 0.420 -0.095 0.176 0.057 0.098 0.340 0.145 0.868 -0.387 -0.508 -0.439 0.765 | -| rho_p | -0.190 1.000 -0.051 -0.346 0.115 0.136 0.139 -0.243 -0.036 -0.117 0.002 -0.220 -0.146 -0.005 -0.016 -0.299 -0.019 -0.128 -0.046 -0.232 0.076 0.248 0.100 -0.225 | -| phi_p | 0.052 -0.051 1.000 0.035 -0.034 -0.042 -0.044 0.067 0.012 0.035 -0.001 0.059 0.040 0.414 0.008 0.016 0.008 0.036 0.010 0.066 -0.021 -0.064 -0.030 0.062 | -| omega_p | 0.101 -0.346 0.035 1.000 -0.057 -0.058 -0.081 0.124 0.023 0.063 0.010 0.112 0.074 -0.014 -0.038 0.093 0.013 0.070 0.018 0.120 -0.031 -0.106 -0.046 0.116 | -| p4040_s | -0.465 0.115 -0.034 -0.057 1.000 0.526 0.362 -0.559 -0.263 -0.577 0.000 -0.503 -0.323 0.048 -0.162 -0.034 -0.048 -0.209 0.056 -0.552 0.066 0.318 0.254 -0.543 | -| Ctt | -0.536 0.136 -0.042 -0.058 0.526 1.000 0.501 -0.648 -0.258 -0.489 0.000 -0.636 -0.194 0.044 -0.585 -0.039 -0.093 -0.353 0.053 -0.603 0.225 0.447 0.438 -0.614 | -| bplus_1 | -0.549 0.139 -0.044 -0.081 0.362 0.501 1.000 -0.722 -0.094 -0.343 0.000 -0.653 -0.434 0.072 -0.333 -0.043 -0.050 -0.386 -0.174 -0.691 0.284 0.086 0.331 -0.682 | -| Dbar_p | 0.865 -0.243 0.067 0.124 -0.559 -0.648 -0.722 1.000 0.127 0.478 -0.000 0.852 0.550 -0.114 0.268 0.072 0.134 0.475 0.129 0.969 -0.378 -0.657 -0.511 0.933 | -| p4040_p | 0.018 -0.036 0.012 0.023 -0.263 -0.258 -0.094 0.127 1.000 0.275 -0.000 0.186 -0.009 -0.023 0.035 0.011 0.032 0.069 0.001 0.170 0.108 -0.096 0.201 0.207 | -| p4160_p | 0.262 -0.117 0.035 0.063 -0.577 -0.489 -0.343 0.478 0.275 1.000 -0.000 0.528 0.277 -0.057 0.130 0.035 0.085 0.300 -0.025 0.510 0.069 -0.314 -0.325 0.538 | -| omega_s | -0.000 0.002 -0.001 0.010 0.000 0.000 0.000 -0.000 -0.000 -0.000 1.000 -0.001 -0.000 0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 0.000 0.000 0.000 -0.000 | -| jpsi_p | 0.655 -0.220 0.059 0.112 -0.503 -0.636 -0.653 0.852 0.186 0.528 -0.001 1.000 0.549 -0.109 0.330 0.065 0.141 0.503 0.077 0.871 -0.289 -0.613 -0.462 0.832 | -| psi2s_p | 0.420 -0.146 0.040 0.074 -0.323 -0.194 -0.434 0.550 -0.009 0.277 -0.000 0.549 1.000 -0.069 0.174 0.043 0.098 0.101 0.088 0.583 -0.233 -0.394 -0.333 0.550 | -| phi_s | -0.095 -0.005 0.414 -0.014 0.048 0.044 0.072 -0.114 -0.023 -0.057 0.000 -0.109 -0.069 1.000 0.067 0.003 -0.011 -0.068 -0.016 -0.109 0.023 0.093 0.035 -0.106 | -| bplus_2 | 0.176 -0.016 0.008 -0.038 -0.162 -0.585 -0.333 0.268 0.035 0.130 0.000 0.330 0.174 0.067 1.000 -0.002 0.018 0.171 0.153 0.277 -0.225 -0.317 -0.198 0.252 | -| rho_s | 0.057 -0.299 0.016 0.093 -0.034 -0.039 -0.043 0.072 0.011 0.035 -0.000 0.065 0.043 0.003 -0.002 1.000 0.006 0.038 0.013 0.069 -0.022 -0.072 -0.029 0.067 | -| DDstar_s | 0.098 -0.019 0.008 0.013 -0.048 -0.093 -0.050 0.134 0.032 0.085 -0.000 0.141 0.098 -0.011 0.018 0.006 1.000 0.070 0.021 0.123 -0.013 -0.050 -0.047 0.116 | -| p3770_s | 0.340 -0.128 0.036 0.070 -0.209 -0.353 -0.386 0.475 0.069 0.300 -0.000 0.503 0.101 -0.068 0.171 0.038 0.070 1.000 0.061 0.511 -0.146 -0.350 -0.235 0.415 | -| p4415_s | 0.145 -0.046 0.010 0.018 0.056 0.053 -0.174 0.129 0.001 -0.025 -0.000 0.077 0.088 -0.016 0.153 0.013 0.021 0.061 1.000 0.119 -0.231 -0.145 0.169 0.092 | -| Dbar_s | 0.868 -0.232 0.066 0.120 -0.552 -0.603 -0.691 0.969 0.170 0.510 -0.000 0.871 0.583 -0.109 0.277 0.069 0.123 0.511 0.119 1.000 -0.348 -0.631 -0.499 0.929 | -| p4415_p | -0.387 0.076 -0.021 -0.031 0.066 0.225 0.284 -0.378 0.108 0.069 0.000 -0.289 -0.233 0.023 -0.225 -0.022 -0.013 -0.146 -0.231 -0.348 1.000 0.235 0.090 -0.305 | -| bplus_0 | -0.508 0.248 -0.064 -0.106 0.318 0.447 0.086 -0.657 -0.096 -0.314 0.000 -0.613 -0.394 0.093 -0.317 -0.072 -0.050 -0.350 -0.145 -0.631 0.235 1.000 0.290 -0.610 | -| p4160_s | -0.439 0.100 -0.030 -0.046 0.254 0.438 0.331 -0.511 0.201 -0.325 0.000 -0.462 -0.333 0.035 -0.198 -0.029 -0.047 -0.235 0.169 -0.499 0.090 0.290 1.000 -0.474 | -| p3770_p | 0.765 -0.225 0.062 0.116 -0.543 -0.614 -0.682 0.933 0.207 0.538 -0.000 0.832 0.550 -0.106 0.252 0.067 0.116 0.415 0.092 0.929 -0.305 -0.610 -0.474 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6474907918925779}), (, {'error': 10.092413604554658}), (, {'error': 0.15806733474989}), (, {'error': 0.15254869117673975}), (, {'error': 0.175523103569303}), (, {'error': 0.18462743445760005}), (, {'error': 0.02563884722833132}), (, {'error': 3.564904719681972}), (, {'error': 0.2540133501081001}), (, {'error': 0.12072646206344473}), (, {'error': 0.1705168590545716}), (, {'error': 0.048512799581664545}), (, {'error': 0.03718886933381338}), (, {'error': 0.9339854211733458}), (, {'error': 0.06091752843646958}), (, {'error': 0.03858597035543361}), (, {'error': 0.021827190726109724}), (, {'error': 0.24136582960186947}), (, {'error': 0.16987218773062845}), (, {'error': 0.39090102351686096}), (, {'error': 0.23047164230767248}), (, {'error': 0.011805430492468738}), (, {'error': 0.175014824683289}), (, {'error': 0.2924103998029226})]) -Toy 5/25 -Time taken: 29 min, 48 s -Projected time left: 1 h, 59 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1228 (1228 total) | -| EDM = 0.000672 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297266.1628272819 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.58 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.10 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Ctt | 0.26 | 0.16 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.91 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | -2.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -3.13 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.34 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 8.5 | 1.4 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -4.711 | 0.025 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.816 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.06 | 0.09 | | | -2 | 2 | | -| 15| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.78 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.40 | 0.18 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 20| p4415_p | 3.86 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 22| p4160_s | 2.36 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -3.08 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.063 0.023 -0.013 -0.080 0.000 0.294 -0.353 -0.201 -0.276 -0.050 -0.307 -0.153 -0.018 0.347 0.160 0.180 -0.039 0.045 -0.007 -0.325 -0.443 -0.099 -0.023 | -| rho_p | 0.063 1.000 -0.026 -0.042 0.008 -0.077 0.139 -0.001 -0.032 -0.046 -0.106 -0.004 -0.012 -0.039 0.195 -0.162 0.037 -0.017 0.035 0.018 -0.057 -0.136 -0.015 -0.016 | -| phi_p | 0.023 -0.026 1.000 -0.057 0.010 -0.019 0.053 0.003 -0.006 -0.019 -0.078 -0.002 -0.005 0.402 0.025 0.029 0.016 0.000 0.018 0.011 -0.014 -0.060 0.008 -0.011 | -| omega_p | -0.013 -0.042 -0.057 1.000 -0.000 0.013 -0.019 -0.004 0.005 0.006 0.816 -0.011 0.001 0.002 -0.032 0.119 -0.006 0.003 -0.005 -0.002 0.009 0.019 0.004 -0.001 | -| p4040_s | -0.080 0.008 0.010 -0.000 1.000 0.171 0.087 0.122 -0.157 -0.397 -0.014 0.032 0.058 -0.012 0.081 0.049 -0.023 0.127 0.118 0.003 -0.199 -0.131 -0.128 -0.085 | -| Ctt | 0.000 -0.077 -0.019 0.013 0.171 1.000 -0.308 -0.333 0.015 -0.074 0.026 -0.164 0.305 -0.025 -0.567 -0.100 -0.077 0.047 0.067 -0.164 0.049 0.345 0.144 0.042 | -| bplus_1 | 0.294 0.139 0.053 -0.019 0.087 -0.308 1.000 0.011 -0.082 -0.221 -0.084 0.049 -0.060 -0.014 0.528 0.294 0.164 -0.018 0.192 0.097 -0.193 -0.954 0.039 -0.125 | -| Dbar_p | -0.353 -0.001 0.003 -0.004 0.122 -0.333 0.011 1.000 -0.246 -0.212 -0.016 -0.190 -0.183 -0.020 -0.059 0.034 -0.040 -0.267 0.077 0.147 -0.116 -0.068 -0.005 -0.115 | -| p4040_p | -0.201 -0.032 -0.006 0.005 -0.157 0.015 -0.082 -0.246 1.000 0.104 0.013 0.162 -0.042 -0.007 -0.110 -0.051 0.008 0.047 0.049 -0.007 0.173 0.136 0.320 0.158 | -| p4160_p | -0.276 -0.046 -0.019 0.006 -0.397 -0.074 -0.221 -0.212 0.104 1.000 0.033 0.188 0.030 0.008 -0.249 -0.119 0.026 0.034 -0.087 0.030 0.400 0.326 -0.087 0.181 | -| omega_s | -0.050 -0.106 -0.078 0.816 -0.014 0.026 -0.084 -0.016 0.013 0.033 1.000 -0.012 0.008 0.008 -0.046 -0.128 -0.026 0.002 -0.028 -0.016 0.026 0.093 -0.010 0.011 | -| jpsi_p | -0.307 -0.004 -0.002 -0.011 0.032 -0.164 0.049 -0.190 0.162 0.188 -0.012 1.000 0.155 -0.015 0.075 -0.017 0.026 0.176 -0.020 0.103 0.149 0.002 0.028 0.015 | -| psi2s_p | -0.153 -0.012 -0.005 0.001 0.058 0.305 -0.060 -0.183 -0.042 0.030 0.008 0.155 1.000 0.002 -0.070 -0.034 -0.006 -0.192 0.002 0.014 0.037 0.091 -0.025 0.043 | -| phi_s | -0.018 -0.039 0.402 0.002 -0.012 -0.025 -0.014 -0.020 -0.007 0.008 0.008 -0.015 0.002 1.000 0.077 0.036 -0.005 -0.012 -0.011 -0.007 -0.007 0.021 -0.025 -0.000 | -| bplus_2 | 0.347 0.195 0.025 -0.032 0.081 -0.567 0.528 -0.059 -0.110 -0.249 -0.046 0.075 -0.070 0.077 1.000 0.177 0.189 -0.011 0.240 0.092 -0.284 -0.647 -0.011 -0.129 | -| rho_s | 0.160 -0.162 0.029 0.119 0.049 -0.100 0.294 0.034 -0.051 -0.119 -0.128 -0.017 -0.034 0.036 0.177 1.000 0.089 -0.015 0.096 0.056 -0.096 -0.327 0.029 -0.053 | -| DDstar_s | 0.180 0.037 0.016 -0.006 -0.023 -0.077 0.164 -0.040 0.008 0.026 -0.026 0.026 -0.006 -0.005 0.189 0.089 1.000 0.040 0.021 -0.008 -0.043 -0.244 -0.017 0.065 | -| p3770_s | -0.039 -0.017 0.000 0.003 0.127 0.047 -0.018 -0.267 0.047 0.034 0.002 0.176 -0.192 -0.012 -0.011 -0.015 0.040 1.000 0.018 0.003 0.057 0.031 0.050 -0.229 | -| p4415_s | 0.045 0.035 0.018 -0.005 0.118 0.067 0.192 0.077 0.049 -0.087 -0.028 -0.020 0.002 -0.011 0.240 0.096 0.021 0.018 1.000 0.031 -0.174 -0.275 0.288 -0.074 | -| Dbar_s | -0.007 0.018 0.011 -0.002 0.003 -0.164 0.097 0.147 -0.007 0.030 -0.016 0.103 0.014 -0.007 0.092 0.056 -0.008 0.003 0.031 1.000 -0.025 -0.150 -0.021 0.139 | -| p4415_p | -0.325 -0.057 -0.014 0.009 -0.199 0.049 -0.193 -0.116 0.173 0.400 0.026 0.149 0.037 -0.007 -0.284 -0.096 -0.043 0.057 -0.174 -0.025 1.000 0.280 -0.124 0.127 | -| bplus_0 | -0.443 -0.136 -0.060 0.019 -0.131 0.345 -0.954 -0.068 0.136 0.326 0.093 0.002 0.091 0.021 -0.647 -0.327 -0.244 0.031 -0.275 -0.150 0.280 1.000 -0.069 0.144 | -| p4160_s | -0.099 -0.015 0.008 0.004 -0.128 0.144 0.039 -0.005 0.320 -0.087 -0.010 0.028 -0.025 -0.025 -0.011 0.029 -0.017 0.050 0.288 -0.021 -0.124 -0.069 1.000 0.011 | -| p3770_p | -0.023 -0.016 -0.011 -0.001 -0.085 0.042 -0.125 -0.115 0.158 0.181 0.011 0.015 0.043 -0.000 -0.129 -0.053 0.065 -0.229 -0.074 0.139 0.127 0.144 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.39572570281014485}), (, {'error': 0.3646399644154199}), (, {'error': 0.16178841529542343}), (, {'error': 0.3654222939404028}), (, {'error': 0.1614726669866155}), (, {'error': 0.15758890499649003}), (, {'error': 0.05403541346014684}), (, {'error': 0.3570310944730539}), (, {'error': 0.16223302939727602}), (, {'error': 0.09486663287280939}), (, {'error': 1.3579620767505989}), (, {'error': 0.02480998511600463}), (, {'error': 0.03155477868920986}), (, {'error': 0.8736928855251502}), (, {'error': 0.08574195704799903}), (, {'error': 0.3194221424109175}), (, {'error': 0.07593590069782707}), (, {'error': 0.22700793193664603}), (, {'error': 0.18192098535235857}), (, {'error': 0.09107814785524776}), (, {'error': 0.15727152504833875}), (, {'error': 0.03482409449393786}), (, {'error': 0.1562716514726441}), (, {'error': 0.09716238076340877})]) -Toy 6/25 -Time taken: 36 min, 28 s -Projected time left: 1 h, 55 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=193 (193 total) | -| EDM = 5.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297349.05182935257 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.24 | 0.04 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.00 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.20 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.33 | 0.05 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.025 | 1.939 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.476 | 0.018 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.686 | 0.001 | | | -2 | 2 | | -| 7 | Dbar_p | -1.19 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -1.1 | 9.7 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.905 | 0.021 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.24 | 0.23 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -4.635 | 0.004 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.795 | 0.006 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.50 | 0.20 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.281 | 0.007 | | | -2 | 2 | | -| 15| rho_s | 0.56 | 0.06 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.221 | 0.017 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.23 | 0.04 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.23 | 0.04 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.221 | 0.015 | | | -0.3 | 0.3 | | -| 20| p4415_p | -2.16 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.363 | 0.001 | | | -2 | 2 | | -| 22| p4160_s | 2.025 | 0.030 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.828 | 0.027 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.025 -0.009 -0.004 0.376 -0.062 -0.119 -0.170 -0.376 -0.203 -0.001 -0.054 -0.128 0.004 -0.129 0.017 -0.224 -0.052 0.062 -0.176 -0.050 -0.124 -0.044 0.059 | -| rho_p | -0.025 1.000 0.003 0.009 -0.087 0.007 0.024 0.038 0.087 0.044 -0.011 0.011 0.030 0.003 0.019 -0.025 0.049 0.010 -0.012 0.036 0.012 0.023 0.011 -0.016 | -| phi_p | -0.009 0.003 1.000 0.002 -0.033 0.002 0.008 0.014 0.033 0.017 -0.002 0.004 0.011 0.036 0.005 -0.001 0.018 0.004 -0.004 0.013 0.004 0.008 0.004 -0.006 | -| omega_p | -0.004 0.009 0.002 1.000 -0.017 0.001 0.004 0.007 0.017 0.009 0.046 0.002 0.006 0.000 0.002 0.022 0.009 0.002 -0.002 0.007 0.002 0.005 0.002 -0.003 | -| p4040_s | 0.376 -0.087 -0.033 -0.017 1.000 -0.156 -0.408 -0.531 -0.999 -0.515 -0.000 -0.164 -0.355 0.018 -0.383 0.066 -0.638 -0.139 0.120 -0.473 -0.157 -0.419 -0.160 0.181 | -| Ctt | -0.062 0.007 0.002 0.001 -0.156 1.000 0.058 0.069 0.156 0.065 0.001 0.009 0.064 0.000 0.030 -0.003 0.089 0.012 -0.004 0.049 0.023 0.059 0.031 -0.034 | -| bplus_1 | -0.119 0.024 0.008 0.004 -0.408 0.058 1.000 0.186 0.408 0.214 0.001 0.054 0.136 -0.002 0.132 -0.018 0.238 0.048 -0.063 0.180 0.056 0.135 0.050 -0.072 | -| Dbar_p | -0.170 0.038 0.014 0.007 -0.531 0.069 0.186 1.000 0.532 0.273 0.001 0.078 0.183 -0.006 0.179 -0.027 0.319 0.066 -0.070 0.234 0.073 0.193 0.071 -0.087 | -| p4040_p | -0.376 0.087 0.033 0.017 -0.999 0.156 0.408 0.532 1.000 0.515 0.000 0.164 0.355 -0.018 0.383 -0.066 0.638 0.138 -0.120 0.472 0.158 0.419 0.161 -0.181 | -| p4160_p | -0.203 0.044 0.017 0.009 -0.515 0.065 0.214 0.273 0.515 1.000 0.000 0.083 0.181 -0.009 0.190 -0.033 0.320 0.068 -0.052 0.229 0.089 0.220 0.083 -0.091 | -| omega_s | -0.001 -0.011 -0.002 0.046 -0.000 0.001 0.001 0.001 0.000 0.000 1.000 -0.000 -0.000 0.001 0.003 -0.027 0.000 -0.000 -0.000 0.000 0.000 0.001 0.000 -0.000 | -| jpsi_p | -0.054 0.011 0.004 0.002 -0.164 0.009 0.054 0.078 0.164 0.083 -0.000 1.000 0.061 -0.003 0.051 -0.009 0.083 0.021 -0.022 0.055 0.023 0.056 0.022 -0.031 | -| psi2s_p | -0.128 0.030 0.011 0.006 -0.355 0.064 0.136 0.183 0.355 0.181 -0.000 0.061 1.000 -0.006 0.134 -0.023 0.212 0.029 -0.045 0.154 0.052 0.141 0.050 -0.067 | -| phi_s | 0.004 0.003 0.036 0.000 0.018 0.000 -0.002 -0.006 -0.018 -0.009 0.001 -0.003 -0.006 1.000 0.001 -0.003 -0.010 -0.002 0.003 -0.007 -0.002 -0.002 -0.002 0.003 | -| bplus_2 | -0.129 0.019 0.005 0.002 -0.383 0.030 0.132 0.179 0.383 0.190 0.003 0.051 0.134 0.001 1.000 -0.011 0.225 0.043 -0.043 0.159 0.050 0.137 0.052 -0.072 | -| rho_s | 0.017 -0.025 -0.001 0.022 0.066 -0.003 -0.018 -0.027 -0.066 -0.033 -0.027 -0.009 -0.023 -0.003 -0.011 1.000 -0.037 -0.007 0.009 -0.026 -0.009 -0.021 -0.009 0.013 | -| DDstar_s | -0.224 0.049 0.018 0.009 -0.638 0.089 0.238 0.319 0.638 0.320 0.000 0.083 0.212 -0.010 0.225 -0.037 1.000 0.073 -0.080 0.276 0.088 0.245 0.090 -0.118 | -| p3770_s | -0.052 0.010 0.004 0.002 -0.139 0.012 0.048 0.066 0.138 0.068 -0.000 0.021 0.029 -0.002 0.043 -0.007 0.073 1.000 -0.016 0.042 0.021 0.050 0.022 -0.039 | -| p4415_s | 0.062 -0.012 -0.004 -0.002 0.120 -0.004 -0.063 -0.070 -0.120 -0.052 -0.000 -0.022 -0.045 0.003 -0.043 0.009 -0.080 -0.016 1.000 -0.051 -0.024 -0.064 -0.014 0.022 | -| Dbar_s | -0.176 0.036 0.013 0.007 -0.473 0.049 0.180 0.234 0.472 0.229 0.000 0.055 0.154 -0.007 0.159 -0.026 0.276 0.042 -0.051 1.000 0.069 0.186 0.074 -0.099 | -| p4415_p | -0.050 0.012 0.004 0.002 -0.157 0.023 0.056 0.073 0.158 0.089 0.000 0.023 0.052 -0.002 0.050 -0.009 0.088 0.021 -0.024 0.069 1.000 0.057 0.014 -0.026 | -| bplus_0 | -0.124 0.023 0.008 0.005 -0.419 0.059 0.135 0.193 0.419 0.220 0.001 0.056 0.141 -0.002 0.137 -0.021 0.245 0.050 -0.064 0.186 0.057 1.000 0.052 -0.074 | -| p4160_s | -0.044 0.011 0.004 0.002 -0.160 0.031 0.050 0.071 0.161 0.083 0.000 0.022 0.050 -0.002 0.052 -0.009 0.090 0.022 -0.014 0.074 0.014 0.052 1.000 -0.026 | -| p3770_p | 0.059 -0.016 -0.006 -0.003 0.181 -0.034 -0.072 -0.087 -0.181 -0.091 -0.000 -0.031 -0.067 0.003 -0.072 0.013 -0.118 -0.039 0.022 -0.099 -0.026 -0.074 -0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04191988316198314}), (, {'error': 0.1426885079406901}), (, {'error': 0.042066707494711864}), (, {'error': 0.04610299792301964}), (, {'error': 1.9391788113219517}), (, {'error': 0.018283100946247965}), (, {'error': 0.001336385937867668}), (, {'error': 0.057999241211236896}), (, {'error': 9.67105419730694}), (, {'error': 0.020812527947150716}), (, {'error': 0.2264504773925653}), (, {'error': 0.004421433787924034}), (, {'error': 0.0061225446843344855}), (, {'error': 0.19720926188264443}), (, {'error': 0.006775111623261942}), (, {'error': 0.06437273029806695}), (, {'error': 0.01663217347139903}), (, {'error': 0.04453616723842346}), (, {'error': 0.035951259705537586}), (, {'error': 0.015046002157809657}), (, {'error': 0.03371021537393437}), (, {'error': 0.0006970364086014147}), (, {'error': 0.029752810758434944}), (, {'error': 0.026899223433977992})]) -Toy 7/25 -Time taken: 39 min, 57 s -Projected time left: 1 h, 42 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1295 (1295 total) | -| EDM = 6.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297233.1110471173 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.12 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.04 | 0.40 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.22 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.56 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | -1.20 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.73 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 4.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.649 | 0.027 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.29 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.93 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.471 | 0.020 | | | -2 | 2 | | -| 22| p4160_s | 2.08 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.75 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.042 0.008 -0.017 -0.118 -0.100 0.320 -0.081 0.094 0.205 -0.034 0.200 0.012 0.010 -0.239 0.059 0.022 0.145 -0.067 0.001 -0.010 0.017 -0.083 0.259 | -| rho_p | -0.042 1.000 -0.100 0.159 0.036 0.094 0.132 -0.004 0.013 -0.007 0.552 -0.105 -0.007 -0.015 0.257 -0.004 0.001 0.011 0.014 0.001 0.048 -0.160 0.054 -0.033 | -| phi_p | 0.008 -0.100 1.000 -0.022 -0.005 -0.012 -0.016 0.002 -0.006 -0.003 -0.083 -0.008 -0.004 0.720 -0.034 0.019 0.001 -0.005 -0.002 0.000 -0.009 0.022 -0.008 0.002 | -| omega_p | -0.017 0.159 -0.022 1.000 0.003 0.010 0.057 -0.008 0.001 -0.002 0.551 -0.030 -0.004 0.018 0.040 -0.225 0.000 -0.002 -0.002 0.000 0.008 -0.073 0.004 -0.011 | -| p4040_s | -0.118 0.036 -0.005 0.003 1.000 0.364 0.026 -0.064 -0.257 -0.552 0.004 -0.000 0.031 -0.017 0.096 0.025 0.004 0.105 0.120 -0.001 -0.246 0.013 0.001 -0.162 | -| Ctt | -0.100 0.094 -0.012 0.010 0.364 1.000 -0.153 -0.303 -0.249 -0.380 0.020 0.229 0.183 -0.036 0.686 0.029 0.002 -0.164 0.216 0.007 -0.057 -0.020 0.256 -0.254 | -| bplus_1 | 0.320 0.132 -0.016 0.057 0.026 -0.153 1.000 0.190 -0.006 -0.014 0.117 0.058 0.040 0.011 -0.239 -0.181 -0.006 0.056 0.089 -0.002 -0.112 -0.851 0.010 0.103 | -| Dbar_p | -0.081 -0.004 0.002 -0.008 -0.064 -0.303 0.190 1.000 -0.075 0.015 -0.018 0.201 -0.030 -0.005 -0.097 0.049 0.005 -0.035 -0.011 0.016 -0.091 0.028 -0.090 0.310 | -| p4040_p | 0.094 0.013 -0.006 0.001 -0.257 -0.249 -0.006 -0.075 1.000 0.152 0.002 -0.094 -0.237 -0.012 -0.042 0.006 0.022 -0.043 0.045 0.017 0.092 0.020 0.315 0.143 | -| p4160_p | 0.205 -0.007 -0.003 -0.002 -0.552 -0.380 -0.014 0.015 0.152 1.000 -0.004 -0.026 -0.146 -0.003 -0.054 0.000 0.030 -0.012 -0.020 0.020 0.278 0.016 -0.176 0.218 | -| omega_s | -0.034 0.552 -0.083 0.551 0.004 0.020 0.117 -0.018 0.002 -0.004 1.000 -0.052 -0.007 -0.003 0.076 -0.376 0.000 -0.005 -0.004 0.000 0.015 -0.153 0.008 -0.022 | -| jpsi_p | 0.200 -0.105 -0.008 -0.030 -0.000 0.229 0.058 0.201 -0.094 -0.026 -0.052 1.000 -0.023 0.010 0.111 0.005 0.044 -0.027 -0.028 0.037 -0.015 -0.048 -0.042 0.055 | -| psi2s_p | 0.012 -0.007 -0.004 -0.004 0.031 0.183 0.040 -0.030 -0.237 -0.146 -0.007 -0.023 1.000 -0.004 -0.016 0.008 0.022 -0.402 -0.002 0.022 -0.103 -0.007 -0.083 -0.012 | -| phi_s | 0.010 -0.015 0.720 0.018 -0.017 -0.036 0.011 -0.005 -0.012 -0.003 -0.003 0.010 -0.004 1.000 -0.094 -0.018 0.000 -0.014 -0.010 -0.000 -0.021 -0.012 -0.027 0.003 | -| bplus_2 | -0.239 0.257 -0.034 0.040 0.096 0.686 -0.239 -0.097 -0.042 -0.054 0.076 0.111 -0.016 -0.094 1.000 0.047 0.009 -0.096 -0.025 0.005 0.201 -0.064 0.130 -0.120 | -| rho_s | 0.059 -0.004 0.019 -0.225 0.025 0.029 -0.181 0.049 0.006 0.000 -0.376 0.005 0.008 -0.018 0.047 1.000 -0.000 0.023 0.026 0.000 0.005 0.267 0.033 0.025 | -| DDstar_s | 0.022 0.001 0.001 0.000 0.004 0.002 -0.006 0.005 0.022 0.030 0.000 0.044 0.022 0.000 0.009 -0.000 1.000 0.017 0.002 -0.001 0.019 0.000 0.008 0.018 | -| p3770_s | 0.145 0.011 -0.005 -0.002 0.105 -0.164 0.056 -0.035 -0.043 -0.012 -0.005 -0.027 -0.402 -0.014 -0.096 0.023 0.017 1.000 0.004 0.019 -0.020 0.043 0.007 -0.240 | -| p4415_s | -0.067 0.014 -0.002 -0.002 0.120 0.216 0.089 -0.011 0.045 -0.020 -0.004 -0.028 -0.002 -0.010 -0.025 0.026 0.002 0.004 1.000 0.001 -0.117 0.018 0.280 -0.079 | -| Dbar_s | 0.001 0.001 0.000 0.000 -0.001 0.007 -0.002 0.016 0.017 0.020 0.000 0.037 0.022 -0.000 0.005 0.000 -0.001 0.019 0.001 1.000 0.010 0.001 0.003 0.027 | -| p4415_p | -0.010 0.048 -0.009 0.008 -0.246 -0.057 -0.112 -0.091 0.092 0.278 0.015 -0.015 -0.103 -0.021 0.201 0.005 0.019 -0.020 -0.117 0.010 1.000 0.010 -0.231 0.062 | -| bplus_0 | 0.017 -0.160 0.022 -0.073 0.013 -0.020 -0.851 0.028 0.020 0.016 -0.153 -0.048 -0.007 -0.012 -0.064 0.267 0.000 0.043 0.018 0.001 0.010 1.000 0.030 0.035 | -| p4160_s | -0.083 0.054 -0.008 0.004 0.001 0.256 0.010 -0.090 0.315 -0.176 0.008 -0.042 -0.083 -0.027 0.130 0.033 0.008 0.007 0.280 0.003 -0.231 0.030 1.000 -0.079 | -| p3770_p | 0.259 -0.033 0.002 -0.011 -0.162 -0.254 0.103 0.310 0.143 0.218 -0.022 0.055 -0.012 0.003 -0.120 0.025 0.018 -0.240 -0.079 0.027 0.062 0.035 -0.079 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2820041248742218}), (, {'error': 0.3981157282204806}), (, {'error': 0.22973092776029747}), (, {'error': 0.3405868619188972}), (, {'error': 0.17492607112781333}), (, {'error': 0.20993900677594446}), (, {'error': 0.04021774470271944}), (, {'error': 0.2778784280832989}), (, {'error': 0.19287312785039923}), (, {'error': 0.10621524562584028}), (, {'error': 1.1749620757863481}), (, {'error': 0.026552036698387127}), (, {'error': 0.03165851270355624}), (, {'error': 1.1558793312593583}), (, {'error': 0.08472542340135669}), (, {'error': 0.35209412466606266}), (, {'error': 0.01644139963883673}), (, {'error': 0.2294930108818174}), (, {'error': 0.1902467827035479}), (, {'error': 0.013332551331222353}), (, {'error': 0.22360969873829983}), (, {'error': 0.01990613285204401}), (, {'error': 0.16754694250552216}), (, {'error': 0.10021736317676755})]) -Toy 8/25 -Time taken: 46 min, 59 s -Projected time left: 1 h, 39 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1368 (1368 total) | -| EDM = 8.92E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297290.64600594767 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.94 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.86 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.84 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.675 | 0.024 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.888 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 19.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.36 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.13 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 20| p4415_p | -2.34 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.389 | 0.029 | | | -2 | 2 | | -| 22| p4160_s | 2.18 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.51 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.008 -0.001 0.001 -0.149 -0.046 -0.256 -0.169 -0.031 0.027 -0.040 -0.051 -0.112 -0.016 0.258 0.081 0.047 0.079 0.003 0.006 -0.169 -0.007 -0.099 0.168 | -| rho_p | -0.008 1.000 0.036 0.016 0.046 0.103 -0.062 0.023 0.011 -0.008 0.183 -0.071 0.002 0.043 -0.258 0.060 -0.000 0.020 0.003 0.001 0.052 0.057 0.066 -0.012 | -| phi_p | -0.001 0.036 1.000 -0.001 0.001 0.002 -0.002 -0.000 -0.000 -0.001 0.003 -0.009 -0.001 0.273 -0.007 -0.002 -0.000 -0.000 -0.000 0.000 0.001 0.002 0.002 -0.002 | -| omega_p | 0.001 0.016 -0.001 1.000 0.000 -0.000 0.006 0.000 0.000 0.000 -0.092 0.001 0.000 -0.006 0.002 0.020 -0.000 0.000 0.000 -0.000 0.000 -0.007 0.000 0.000 | -| p4040_s | -0.149 0.046 0.001 0.000 1.000 0.371 0.033 -0.061 -0.210 -0.524 -0.011 0.025 0.045 -0.035 -0.121 0.020 -0.007 0.097 0.198 -0.006 -0.161 -0.039 0.014 -0.172 | -| Ctt | -0.046 0.103 0.002 -0.000 0.371 1.000 0.103 -0.325 -0.209 -0.353 -0.001 0.254 0.218 -0.059 -0.676 -0.006 -0.009 -0.153 0.180 -0.001 0.051 0.013 0.271 -0.235 | -| bplus_1 | -0.256 -0.062 -0.002 0.006 0.033 0.103 1.000 -0.113 0.077 0.056 -0.237 -0.055 0.043 -0.176 -0.049 0.430 -0.018 -0.034 -0.107 -0.006 0.146 -0.926 0.034 -0.143 | -| Dbar_p | -0.169 0.023 -0.000 0.000 -0.061 -0.325 -0.113 1.000 -0.105 -0.010 -0.022 0.200 -0.037 -0.027 0.069 0.044 -0.002 -0.057 0.057 0.026 -0.100 -0.016 -0.081 0.309 | -| p4040_p | -0.031 0.011 -0.000 0.000 -0.210 -0.209 0.077 -0.105 1.000 0.119 -0.005 -0.111 -0.218 -0.014 0.003 0.007 0.029 -0.031 0.006 0.021 0.134 -0.046 0.324 0.113 | -| p4160_p | 0.027 -0.008 -0.001 0.000 -0.524 -0.353 0.056 -0.010 0.119 1.000 0.004 -0.068 -0.145 0.005 0.013 -0.010 0.048 -0.015 -0.134 0.029 0.282 -0.010 -0.160 0.169 | -| omega_s | -0.040 0.183 0.003 -0.092 -0.011 -0.001 -0.237 -0.022 -0.005 0.004 1.000 -0.001 -0.009 0.107 -0.063 -0.550 -0.001 -0.003 -0.009 0.000 -0.005 0.272 -0.011 0.005 | -| jpsi_p | -0.051 -0.071 -0.009 0.001 0.025 0.254 -0.055 0.200 -0.111 -0.068 -0.001 1.000 -0.016 0.033 -0.195 -0.017 0.061 -0.075 -0.003 0.052 -0.012 0.107 -0.011 0.013 | -| psi2s_p | -0.112 0.002 -0.001 0.000 0.045 0.218 0.043 -0.037 -0.218 -0.145 -0.009 -0.016 1.000 -0.009 -0.041 0.014 0.024 -0.454 0.040 0.028 -0.068 -0.027 -0.054 -0.006 | -| phi_s | -0.016 0.043 0.273 -0.006 -0.035 -0.059 -0.176 -0.027 -0.014 0.005 0.107 0.033 -0.009 1.000 0.087 -0.148 -0.000 -0.016 -0.007 -0.001 -0.037 0.198 -0.046 0.011 | -| bplus_2 | 0.258 -0.258 -0.007 0.002 -0.121 -0.676 -0.049 0.069 0.003 0.013 -0.063 -0.195 -0.041 0.087 1.000 0.116 0.012 0.072 0.113 0.002 -0.225 -0.172 -0.162 0.077 | -| rho_s | 0.081 0.060 -0.002 0.020 0.020 -0.006 0.430 0.044 0.007 -0.010 -0.550 -0.017 0.014 -0.148 0.116 1.000 0.002 0.004 0.019 -0.000 0.008 -0.504 0.020 -0.012 | -| DDstar_s | 0.047 -0.000 -0.000 -0.000 -0.007 -0.009 -0.018 -0.002 0.029 0.048 -0.001 0.061 0.024 -0.000 0.012 0.002 1.000 0.033 -0.003 -0.001 0.019 0.004 0.001 0.037 | -| p3770_s | 0.079 0.020 -0.000 0.000 0.097 -0.153 -0.034 -0.057 -0.031 -0.015 -0.003 -0.075 -0.454 -0.016 0.072 0.004 0.033 1.000 0.013 0.030 -0.011 -0.009 0.012 -0.216 | -| p4415_s | 0.003 0.003 -0.000 0.000 0.198 0.180 -0.107 0.057 0.006 -0.134 -0.009 -0.003 0.040 -0.007 0.113 0.019 -0.003 0.013 1.000 -0.001 -0.157 0.007 0.332 -0.066 | -| Dbar_s | 0.006 0.001 0.000 -0.000 -0.006 -0.001 -0.006 0.026 0.021 0.029 0.000 0.052 0.028 -0.001 0.002 -0.000 -0.001 0.030 -0.001 1.000 0.011 0.002 -0.001 0.042 | -| p4415_p | -0.169 0.052 0.001 0.000 -0.161 0.051 0.146 -0.100 0.134 0.282 -0.005 -0.012 -0.068 -0.037 -0.225 0.008 0.019 -0.011 -0.157 0.011 1.000 -0.060 -0.081 0.005 | -| bplus_0 | -0.007 0.057 0.002 -0.007 -0.039 0.013 -0.926 -0.016 -0.046 -0.010 0.272 0.107 -0.027 0.198 -0.172 -0.504 0.004 -0.009 0.007 0.002 -0.060 1.000 -0.041 0.070 | -| p4160_s | -0.099 0.066 0.002 0.000 0.014 0.271 0.034 -0.081 0.324 -0.160 -0.011 -0.011 -0.054 -0.046 -0.162 0.020 0.001 0.012 0.332 -0.001 -0.081 -0.041 1.000 -0.071 | -| p3770_p | 0.168 -0.012 -0.002 0.000 -0.172 -0.235 -0.143 0.309 0.113 0.169 0.005 0.013 -0.006 0.011 0.077 -0.012 0.037 -0.216 -0.066 0.042 0.005 0.070 -0.071 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.32673400791423113}), (, {'error': 0.5272630637815139}), (, {'error': 0.15190382133496572}), (, {'error': 0.09059036653058072}), (, {'error': 0.17648221962695354}), (, {'error': 0.21165258685108673}), (, {'error': 0.05588395955985592}), (, {'error': 0.31711430183096834}), (, {'error': 0.1942735599015437}), (, {'error': 0.10052203833549234}), (, {'error': 1.0784347545883297}), (, {'error': 0.02411741946637669}), (, {'error': 0.031283012123911824}), (, {'error': 0.9125988807749472}), (, {'error': 0.07869984030426425}), (, {'error': 0.38469638501477416}), (, {'error': 0.027959899868015392}), (, {'error': 0.2258217383423764}), (, {'error': 0.1996755982562115}), (, {'error': 0.019956618845145546}), (, {'error': 0.18946926489832672}), (, {'error': 0.028901870751462777}), (, {'error': 0.17239916545477652}), (, {'error': 0.09771167732803021})]) -Toy 9/25 -Time taken: 54 min, 24 s -Projected time left: 1 h, 36 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1300 (1300 total) | -| EDM = 3.35E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297380.7441959691 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.48 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.90 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -1.05 | 0.22 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.78 | 0.03 | | | -2 | 2 | | -| 7 | Dbar_p | -5.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -3.25 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 1.76 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 15.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.43 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.59 | 0.25 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.50 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 20| p4415_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.425 | 0.017 | | | -2 | 2 | | -| 22| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.50 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.014 0.004 -0.016 -0.107 -0.186 -0.244 -0.165 0.339 -0.006 -0.003 0.461 0.200 0.001 -0.011 -0.053 0.015 0.138 0.067 -0.014 0.150 0.017 0.013 0.068 | -| rho_p | -0.014 1.000 0.108 0.007 0.051 0.107 0.006 -0.011 0.026 -0.001 -0.049 -0.022 0.011 0.112 0.239 0.211 -0.002 -0.002 0.063 -0.006 0.030 0.009 -0.001 -0.034 | -| phi_p | 0.004 0.108 1.000 0.012 -0.003 -0.010 -0.008 0.004 0.002 -0.000 0.015 -0.003 0.000 0.622 -0.010 0.040 -0.001 0.002 -0.001 -0.001 -0.001 0.017 0.000 -0.003 | -| omega_p | -0.016 0.007 0.012 1.000 0.020 0.027 -0.096 -0.011 -0.002 -0.000 -0.474 -0.016 -0.002 0.006 0.035 0.485 -0.003 -0.005 0.019 -0.004 -0.001 0.120 -0.001 -0.010 | -| p4040_s | -0.107 0.051 -0.003 0.020 1.000 0.358 0.085 -0.195 -0.326 0.010 0.000 -0.248 0.034 -0.021 0.199 0.038 0.013 -0.090 0.017 0.006 -0.223 0.005 -0.014 -0.210 | -| Ctt | -0.186 0.107 -0.010 0.027 0.358 1.000 -0.164 0.333 -0.023 -0.002 -0.002 -0.309 0.283 -0.055 0.727 0.023 0.004 -0.133 0.265 0.041 -0.051 0.003 -0.010 -0.055 | -| bplus_1 | -0.244 0.006 -0.008 -0.096 0.085 -0.164 1.000 -0.154 -0.167 0.002 -0.014 -0.121 -0.112 0.020 -0.137 -0.233 -0.038 -0.100 -0.005 -0.032 -0.180 -0.892 -0.007 -0.094 | -| Dbar_p | -0.165 -0.011 0.004 -0.011 -0.195 0.333 -0.154 1.000 0.351 -0.005 -0.003 0.359 0.363 0.003 -0.030 -0.038 -0.006 0.402 0.029 0.038 0.113 0.010 0.010 0.168 | -| p4040_p | 0.339 0.026 0.002 -0.002 -0.326 -0.023 -0.167 0.351 1.000 -0.007 -0.002 0.336 0.050 -0.019 0.016 -0.025 -0.002 0.281 0.119 0.012 0.068 0.042 0.003 0.204 | -| p4160_p | -0.006 -0.001 -0.000 -0.000 0.010 -0.002 0.002 -0.005 -0.007 1.000 0.000 -0.004 -0.001 0.001 -0.003 0.000 -0.000 -0.003 -0.004 -0.000 0.003 -0.001 -0.002 -0.003 | -| omega_s | -0.003 -0.049 0.015 -0.474 0.000 -0.002 -0.014 -0.003 -0.002 0.000 1.000 0.005 -0.001 -0.010 -0.007 0.021 -0.000 -0.000 -0.001 -0.000 -0.002 0.016 -0.000 0.002 | -| jpsi_p | 0.461 -0.022 -0.003 -0.016 -0.248 -0.309 -0.121 0.359 0.336 -0.004 0.005 1.000 0.253 -0.011 -0.293 -0.039 -0.013 0.347 -0.061 -0.027 0.135 0.050 0.015 0.123 | -| psi2s_p | 0.200 0.011 0.000 -0.002 0.034 0.283 -0.112 0.363 0.050 -0.001 -0.001 0.253 1.000 -0.011 0.057 -0.018 -0.001 -0.196 0.030 0.005 0.015 0.013 0.004 0.132 | -| phi_s | 0.001 0.112 0.622 0.006 -0.021 -0.055 0.020 0.003 -0.019 0.001 -0.010 -0.011 -0.011 1.000 -0.108 0.042 0.000 -0.007 -0.030 0.002 -0.017 -0.013 0.000 0.006 | -| bplus_2 | -0.011 0.239 -0.010 0.035 0.199 0.727 -0.137 -0.030 0.016 -0.003 -0.007 -0.293 0.057 -0.108 1.000 0.002 0.020 -0.139 0.188 0.015 0.165 -0.097 -0.004 -0.043 | -| rho_s | -0.053 0.211 0.040 0.485 0.038 0.023 -0.233 -0.038 -0.025 0.000 0.021 -0.039 -0.018 0.042 0.002 1.000 -0.007 -0.022 0.023 -0.007 -0.019 0.302 -0.002 -0.018 | -| DDstar_s | 0.015 -0.002 -0.001 -0.003 0.013 0.004 -0.038 -0.006 -0.002 -0.000 -0.000 -0.013 -0.001 0.000 0.020 -0.007 1.000 -0.015 0.012 -0.002 0.005 -0.001 -0.001 -0.028 | -| p3770_s | 0.138 -0.002 0.002 -0.005 -0.090 -0.133 -0.100 0.402 0.281 -0.003 -0.000 0.347 -0.196 -0.007 -0.139 -0.022 -0.015 1.000 0.003 -0.002 0.090 0.047 0.009 -0.088 | -| p4415_s | 0.067 0.063 -0.001 0.019 0.017 0.265 -0.005 0.029 0.119 -0.004 -0.001 -0.061 0.030 -0.030 0.188 0.023 0.012 0.003 1.000 0.011 -0.031 0.029 0.004 -0.011 | -| Dbar_s | -0.014 -0.006 -0.001 -0.004 0.006 0.041 -0.032 0.038 0.012 -0.000 -0.000 -0.027 0.005 0.002 0.015 -0.007 -0.002 -0.002 0.011 1.000 0.013 -0.004 -0.000 -0.055 | -| p4415_p | 0.150 0.030 -0.001 -0.001 -0.223 -0.051 -0.180 0.113 0.068 0.003 -0.002 0.135 0.015 -0.017 0.165 -0.019 0.005 0.090 -0.031 0.013 1.000 0.018 0.010 0.122 | -| bplus_0 | 0.017 0.009 0.017 0.120 0.005 0.003 -0.892 0.010 0.042 -0.001 0.016 0.050 0.013 -0.013 -0.097 0.302 -0.001 0.047 0.029 -0.004 0.018 1.000 0.001 0.019 | -| p4160_s | 0.013 -0.001 0.000 -0.001 -0.014 -0.010 -0.007 0.010 0.003 -0.002 -0.000 0.015 0.004 0.000 -0.004 -0.002 -0.001 0.009 0.004 -0.000 0.010 0.001 1.000 0.008 | -| p3770_p | 0.068 -0.034 -0.003 -0.010 -0.210 -0.055 -0.094 0.168 0.204 -0.003 0.002 0.123 0.132 0.006 -0.043 -0.018 -0.028 -0.088 -0.011 -0.055 0.122 0.019 0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3782515186470805}), (, {'error': 0.5363593283097545}), (, {'error': 0.2194359371166672}), (, {'error': 0.24043712311762722}), (, {'error': 0.17781893518659964}), (, {'error': 0.21709125208836488}), (, {'error': 0.032291989830045886}), (, {'error': 0.4260342013840255}), (, {'error': 0.17060769502229145}), (, {'error': 0.010869443386782418}), (, {'error': 3.4896214551923928}), (, {'error': 0.03393091919289848}), (, {'error': 0.034993370574632365}), (, {'error': 0.9916070938586721}), (, {'error': 0.0777967190570632}), (, {'error': 0.346063535882851}), (, {'error': 0.01871937320302977}), (, {'error': 0.24950550972560848}), (, {'error': 0.18551805217477546}), (, {'error': 0.025678003070022215}), (, {'error': 0.3941850178982236}), (, {'error': 0.01673978775673879}), (, {'error': 0.012735365826470335}), (, {'error': 0.11341186645768153})]) -Toy 10/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 32 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1448 (1448 total) | -| EDM = 4.67E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297309.343857637 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -1.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.47 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.06 | 0.29 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.85 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -1.50 | 0.09 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.64 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 2.82 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -4.594 | 0.024 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.811 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.52 | 0.05 | | | -2 | 2 | | -| 15| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.61 | 0.22 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.33 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 20| p4415_p | -1.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.360 | 0.027 | | | -2 | 2 | | -| 22| p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.29 | 0.12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.045 0.001 0.004 -0.068 -0.018 0.377 -0.012 0.356 -0.008 0.009 0.461 0.253 0.010 -0.125 -0.013 0.020 0.036 0.163 -0.102 0.148 -0.119 0.008 -0.123 | -| rho_p | -0.045 1.000 0.105 -0.092 -0.009 0.024 0.067 -0.005 0.052 -0.001 -0.025 0.053 -0.014 0.066 -0.196 0.051 -0.005 0.038 0.038 -0.051 0.044 -0.113 0.000 -0.025 | -| phi_p | 0.001 0.105 1.000 -0.005 -0.000 0.002 0.031 -0.002 0.012 -0.000 -0.025 0.006 -0.000 0.437 -0.023 0.008 -0.001 0.004 0.009 -0.007 0.008 -0.041 -0.000 -0.010 | -| omega_p | 0.004 -0.092 -0.005 1.000 0.000 0.001 -0.049 -0.000 -0.000 0.000 0.610 -0.011 -0.002 0.021 -0.041 -0.004 0.000 0.002 -0.000 -0.000 0.001 0.054 0.000 0.001 | -| p4040_s | -0.068 -0.009 -0.000 0.000 1.000 0.076 -0.105 0.010 -0.168 0.011 0.002 0.038 0.073 0.009 0.208 0.003 0.011 0.095 -0.124 -0.122 -0.157 0.030 -0.003 -0.135 | -| Ctt | -0.018 0.024 0.002 0.001 0.076 1.000 0.002 0.002 0.011 -0.000 0.001 -0.080 0.047 -0.011 -0.178 -0.010 0.002 -0.043 0.052 0.034 -0.014 0.010 -0.002 -0.017 | -| bplus_1 | 0.377 0.067 0.031 -0.049 -0.105 0.002 1.000 -0.000 0.184 -0.004 -0.238 0.288 0.089 -0.124 0.287 0.476 0.025 0.005 0.033 0.047 0.184 -0.945 0.005 -0.106 | -| Dbar_p | -0.012 -0.005 -0.002 -0.000 0.010 0.002 -0.000 1.000 -0.007 -0.000 0.001 -0.050 -0.023 0.002 -0.008 -0.002 -0.002 -0.026 0.002 0.023 0.003 0.006 -0.001 -0.036 | -| p4040_p | 0.356 0.052 0.012 -0.000 -0.168 0.011 0.184 -0.007 1.000 -0.003 -0.012 0.153 -0.087 -0.031 -0.100 0.013 -0.001 0.133 0.172 0.073 -0.047 -0.117 -0.009 0.004 | -| p4160_p | -0.008 -0.001 -0.000 0.000 0.011 -0.000 -0.004 -0.000 -0.003 1.000 0.000 -0.003 0.001 0.001 0.002 -0.001 -0.000 -0.002 -0.005 -0.001 0.003 0.003 -0.002 -0.000 | -| omega_s | 0.009 -0.025 -0.025 0.610 0.002 0.001 -0.238 0.001 -0.012 0.000 1.000 -0.046 -0.007 0.071 -0.155 -0.463 0.001 0.006 -0.008 0.003 -0.005 0.262 0.000 0.016 | -| jpsi_p | 0.461 0.053 0.006 -0.011 0.038 -0.080 0.288 -0.050 0.153 -0.003 -0.046 1.000 0.210 -0.055 -0.021 0.064 -0.028 0.006 0.078 0.035 0.058 -0.213 0.003 -0.119 | -| psi2s_p | 0.253 -0.014 -0.000 -0.002 0.073 0.047 0.089 -0.023 -0.087 0.001 -0.007 0.210 1.000 0.001 0.111 0.016 -0.010 -0.437 -0.019 0.018 -0.014 -0.054 0.001 0.083 | -| phi_s | 0.010 0.066 0.437 0.021 0.009 -0.011 -0.124 0.002 -0.031 0.001 0.071 -0.055 0.001 1.000 0.016 -0.094 0.002 -0.020 -0.018 0.022 -0.024 0.142 -0.000 0.012 | -| bplus_2 | -0.125 -0.196 -0.023 -0.041 0.208 -0.178 0.287 -0.008 -0.100 0.002 -0.155 -0.021 0.111 0.016 1.000 0.356 -0.019 -0.132 0.055 0.170 -0.312 -0.437 -0.010 -0.091 | -| rho_s | -0.013 0.051 0.008 -0.004 0.003 -0.010 0.476 -0.002 0.013 -0.001 -0.463 0.064 0.016 -0.094 0.356 1.000 -0.002 -0.028 0.012 0.006 -0.003 -0.526 -0.001 -0.037 | -| DDstar_s | 0.020 -0.005 -0.001 0.000 0.011 0.002 0.025 -0.002 -0.001 -0.000 0.001 -0.028 -0.010 0.002 -0.019 -0.002 1.000 -0.024 0.011 -0.010 0.004 -0.004 -0.001 -0.027 | -| p3770_s | 0.036 0.038 0.004 0.002 0.095 -0.043 0.005 -0.026 0.133 -0.002 0.006 0.006 -0.437 -0.020 -0.132 -0.028 -0.024 1.000 0.068 0.105 0.013 0.007 -0.001 -0.187 | -| p4415_s | 0.163 0.038 0.009 -0.000 -0.124 0.052 0.033 0.002 0.172 -0.005 -0.008 0.078 -0.019 -0.018 0.055 0.012 0.011 0.068 1.000 -0.033 -0.057 -0.055 0.009 -0.026 | -| Dbar_s | -0.102 -0.051 -0.007 -0.000 -0.122 0.034 0.047 0.023 0.073 -0.001 0.003 0.035 0.018 0.022 0.170 0.006 -0.010 0.105 -0.033 1.000 0.062 -0.009 0.003 -0.105 | -| p4415_p | 0.148 0.044 0.008 0.001 -0.157 -0.014 0.184 0.003 -0.047 0.003 -0.005 0.058 -0.014 -0.024 -0.312 -0.003 0.004 0.013 -0.057 0.062 1.000 -0.075 0.008 0.049 | -| bplus_0 | -0.119 -0.113 -0.041 0.054 0.030 0.010 -0.945 0.006 -0.117 0.003 0.262 -0.213 -0.054 0.142 -0.437 -0.526 -0.004 0.007 -0.055 -0.009 -0.075 1.000 -0.001 0.102 | -| p4160_s | 0.008 0.000 -0.000 0.000 -0.003 -0.002 0.005 -0.001 -0.009 -0.002 0.000 0.003 0.001 -0.000 -0.010 -0.001 -0.001 -0.001 0.009 0.003 0.008 -0.001 1.000 0.003 | -| p3770_p | -0.123 -0.025 -0.010 0.001 -0.135 -0.017 -0.106 -0.036 0.004 -0.000 0.016 -0.119 0.083 0.012 -0.091 -0.037 -0.027 -0.187 -0.026 -0.105 0.049 0.102 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.41677942803218704}), (, {'error': 0.5391626550491426}), (, {'error': 0.17885028451969065}), (, {'error': 0.2931871791071523}), (, {'error': 0.15842904895385268}), (, {'error': 0.09078081421853179}), (, {'error': 0.051942537651265}), (, {'error': 0.07261085881470475}), (, {'error': 0.18765727640309926}), (, {'error': 0.010795245236516315}), (, {'error': 1.3855415823728858}), (, {'error': 0.024249509557201954}), (, {'error': 0.03076747252966605}), (, {'error': 1.0281912239454538}), (, {'error': 0.05266683474623601}), (, {'error': 0.38788255505747526}), (, {'error': 0.022935056315022795}), (, {'error': 0.21886980936979383}), (, {'error': 0.18837852231341667}), (, {'error': 0.3998254579713133}), (, {'error': 0.6194196439427131}), (, {'error': 0.02712774651275318}), (, {'error': 0.015863613342032623}), (, {'error': 0.116788630191762})]) -Toy 11/25 -Time taken: 1 h, 9 min -Projected time left: 1 h, 28 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1579 (1579 total) | -| EDM = 7.64E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297399.999440292 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.04 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.74 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.18 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.04 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.19 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | 2.04 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.50 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.24 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.635 | 0.027 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.899 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 18.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.20 | 0.09 | | | -2 | 2 | | -| 15| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.86 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.06 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.476 | 0.021 | | | -2 | 2 | | -| 22| p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.48 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.023 0.009 0.043 -0.116 -0.102 0.363 -0.091 0.138 0.255 -0.017 0.226 0.026 0.016 -0.250 0.061 0.031 0.167 0.004 -0.000 0.064 0.028 -0.056 0.294 | -| rho_p | -0.023 1.000 -0.281 -0.129 0.045 0.102 0.052 0.015 0.014 -0.007 0.040 -0.097 -0.002 -0.147 0.260 0.273 0.000 0.022 0.011 0.001 0.050 -0.049 0.066 -0.018 | -| phi_p | 0.009 -0.281 1.000 0.072 -0.016 -0.025 -0.009 -0.002 -0.009 -0.000 -0.001 0.023 -0.003 0.594 -0.082 -0.060 0.001 -0.011 -0.004 0.001 -0.019 0.003 -0.023 0.006 | -| omega_p | 0.043 -0.129 0.072 1.000 0.001 -0.010 -0.106 0.024 0.000 0.004 -0.550 0.016 0.004 0.035 -0.037 0.612 0.000 0.008 0.014 0.000 -0.005 0.158 0.001 0.022 | -| p4040_s | -0.116 0.045 -0.016 0.001 1.000 0.353 0.015 -0.066 -0.237 -0.549 0.008 -0.020 0.015 -0.026 0.097 0.022 0.005 0.112 0.171 -0.002 -0.253 0.022 -0.008 -0.148 | -| Ctt | -0.102 0.102 -0.025 -0.010 0.353 1.000 -0.165 -0.300 -0.260 -0.385 0.018 0.191 0.193 -0.046 0.684 0.024 -0.002 -0.125 0.191 0.008 -0.066 -0.006 0.244 -0.258 | -| bplus_1 | 0.363 0.052 -0.009 -0.106 0.015 -0.165 1.000 0.185 0.014 0.021 0.035 0.102 0.051 0.013 -0.291 -0.143 -0.006 0.071 0.129 -0.004 -0.056 -0.829 0.002 0.140 | -| Dbar_p | -0.091 0.015 -0.002 0.024 -0.066 -0.300 0.185 1.000 -0.036 0.057 -0.004 0.266 0.012 -0.007 -0.068 0.045 0.004 -0.013 0.047 0.021 -0.045 0.036 -0.076 0.356 | -| p4040_p | 0.138 0.014 -0.009 0.000 -0.237 -0.260 0.014 -0.036 1.000 0.169 0.005 -0.067 -0.237 -0.015 -0.039 0.009 0.032 -0.062 0.026 0.026 0.152 0.024 0.311 0.171 | -| p4160_p | 0.255 -0.007 -0.000 0.004 -0.549 -0.385 0.021 0.057 0.169 1.000 0.000 0.018 -0.137 -0.002 -0.057 0.005 0.044 -0.021 -0.074 0.030 0.330 0.018 -0.149 0.248 | -| omega_s | -0.017 0.040 -0.001 -0.550 0.008 0.018 0.035 -0.004 0.005 0.000 1.000 -0.009 0.001 -0.027 0.054 -0.139 -0.000 0.004 -0.002 -0.000 0.012 -0.049 0.012 -0.008 | -| jpsi_p | 0.226 -0.097 0.023 0.016 -0.020 0.191 0.102 0.266 -0.067 0.018 -0.009 1.000 -0.001 0.036 0.084 -0.009 0.057 0.001 -0.004 0.045 -0.008 -0.045 -0.044 0.116 | -| psi2s_p | 0.026 -0.002 -0.003 0.004 0.015 0.193 0.051 0.012 -0.237 -0.137 0.001 -0.001 1.000 -0.003 -0.008 0.008 0.029 -0.382 0.030 0.029 -0.119 -0.003 -0.088 -0.011 | -| phi_s | 0.016 -0.147 0.594 0.035 -0.026 -0.046 0.013 -0.007 -0.015 -0.002 -0.027 0.036 -0.003 1.000 -0.135 -0.070 0.001 -0.020 -0.007 0.000 -0.032 -0.020 -0.039 0.006 | -| bplus_2 | -0.250 0.260 -0.082 -0.037 0.097 0.684 -0.291 -0.068 -0.039 -0.057 0.054 0.084 -0.008 -0.135 1.000 0.056 0.008 -0.073 -0.087 0.005 0.162 -0.003 0.145 -0.113 | -| rho_s | 0.061 0.273 -0.060 0.612 0.022 0.024 -0.143 0.045 0.009 0.005 -0.139 -0.009 0.008 -0.070 0.056 1.000 -0.000 0.025 0.028 -0.000 0.017 0.232 0.032 0.029 | -| DDstar_s | 0.031 0.000 0.001 0.000 0.005 -0.002 -0.006 0.004 0.032 0.044 -0.000 0.057 0.029 0.001 0.008 -0.000 1.000 0.023 -0.001 -0.002 0.044 -0.000 0.010 0.024 | -| p3770_s | 0.167 0.022 -0.011 0.008 0.112 -0.125 0.071 -0.013 -0.062 -0.021 0.004 0.001 -0.382 -0.020 -0.073 0.025 0.023 1.000 0.036 0.025 -0.012 0.049 0.012 -0.219 | -| p4415_s | 0.004 0.011 -0.004 0.014 0.171 0.191 0.129 0.047 0.026 -0.074 -0.002 -0.004 0.030 -0.007 -0.087 0.028 -0.001 0.036 1.000 -0.001 -0.156 0.030 0.321 -0.045 | -| Dbar_s | -0.000 0.001 0.001 0.000 -0.002 0.008 -0.004 0.021 0.026 0.030 -0.000 0.045 0.029 0.000 0.005 -0.000 -0.002 0.025 -0.001 1.000 0.023 0.001 0.004 0.034 | -| p4415_p | 0.064 0.050 -0.019 -0.005 -0.253 -0.066 -0.056 -0.045 0.152 0.330 0.012 -0.008 -0.119 -0.032 0.162 0.017 0.044 -0.012 -0.156 0.023 1.000 0.026 -0.154 0.100 | -| bplus_0 | 0.028 -0.049 0.003 0.158 0.022 -0.006 -0.829 0.036 0.024 0.018 -0.049 -0.045 -0.003 -0.020 -0.003 0.232 -0.000 0.049 0.030 0.001 0.026 1.000 0.042 0.044 | -| p4160_s | -0.056 0.066 -0.023 0.001 -0.008 0.244 0.002 -0.076 0.311 -0.149 0.012 -0.044 -0.088 -0.039 0.145 0.032 0.010 0.012 0.321 0.004 -0.154 0.042 1.000 -0.056 | -| p3770_p | 0.294 -0.018 0.006 0.022 -0.148 -0.258 0.140 0.356 0.171 0.248 -0.008 0.116 -0.011 0.006 -0.113 0.029 0.024 -0.219 -0.045 0.034 0.100 0.044 -0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33690809885755124}), (, {'error': 0.29959431347445875}), (, {'error': 0.18325834997076873}), (, {'error': 0.2631576366915329}), (, {'error': 0.17486914436683182}), (, {'error': 0.2055333274274589}), (, {'error': 0.04205417770779407}), (, {'error': 0.3127508455597079}), (, {'error': 0.17540250252965373}), (, {'error': 0.1013376149152112}), (, {'error': 3.8765519719468178}), (, {'error': 0.026869153833785298}), (, {'error': 0.03140891120023692}), (, {'error': 0.974863725404358}), (, {'error': 0.08783789276216358}), (, {'error': 0.38504012102405316}), (, {'error': 0.022538904618049305}), (, {'error': 0.23367578080538953}), (, {'error': 0.18730400341530717}), (, {'error': 0.017745869668825187}), (, {'error': 0.11952549367173226}), (, {'error': 0.02111457992960286}), (, {'error': 0.16772780005371368}), (, {'error': 0.09991159848128017})]) -Toy 12/25 -Time taken: 1 h, 17 min -Projected time left: 1 h, 24 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1329 (1329 total) | -| EDM = 0.00015 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297613.719291522 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.35 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.73 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -0.030 | 0.268 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.13 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -1.26 | 0.23 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.733 | 0.028 | | | -2 | 2 | | -| 7 | Dbar_p | 5.77 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.88 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.56 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 20.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.32 | 0.07 | | | -2 | 2 | | -| 15| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.54 | 0.24 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.44 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 20| p4415_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.392 | 0.015 | | | -2 | 2 | | -| 22| p4160_s | 0.717 | 0.022 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.50 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.019 0.008 0.001 -0.081 0.013 0.108 -0.101 0.323 -0.001 -0.007 0.447 0.211 -0.002 -0.014 0.018 0.009 0.235 -0.005 -0.006 0.061 0.005 0.024 0.263 | -| rho_p | 0.019 1.000 -0.215 -0.015 0.060 0.105 -0.031 0.054 0.030 -0.001 0.089 -0.043 0.021 -0.168 0.245 0.115 -0.000 0.021 0.078 0.001 0.008 0.066 -0.000 -0.005 | -| phi_p | 0.008 -0.215 1.000 -0.040 -0.014 -0.021 -0.042 -0.004 -0.011 0.000 -0.124 0.018 -0.006 0.646 -0.079 0.156 -0.000 -0.007 -0.023 0.000 -0.006 0.034 0.000 0.008 | -| omega_p | 0.001 -0.015 -0.040 1.000 0.003 0.004 0.047 0.002 0.003 -0.000 0.584 -0.018 -0.001 -0.000 0.029 -0.054 0.001 0.001 0.005 0.001 0.004 -0.046 0.000 -0.004 | -| p4040_s | -0.081 0.060 -0.014 0.003 1.000 0.467 0.008 -0.074 -0.346 0.006 -0.001 0.010 0.043 -0.028 0.252 -0.002 0.008 -0.028 -0.002 0.003 -0.208 -0.015 -0.028 -0.223 | -| Ctt | 0.013 0.105 -0.021 0.004 0.467 1.000 -0.153 -0.125 -0.307 -0.001 -0.000 0.249 0.108 -0.046 0.798 -0.021 0.011 -0.338 0.255 0.032 -0.156 -0.072 -0.025 -0.248 | -| bplus_1 | 0.108 -0.031 -0.042 0.047 0.008 -0.153 1.000 0.173 0.069 -0.000 0.129 0.071 0.100 0.000 -0.169 -0.279 -0.033 0.089 -0.009 -0.019 -0.126 -0.893 0.002 0.092 | -| Dbar_p | -0.101 0.054 -0.004 0.002 -0.074 -0.125 0.173 1.000 0.061 0.002 -0.009 0.363 0.109 -0.022 -0.013 0.024 0.004 0.134 -0.068 0.012 -0.040 0.023 0.008 0.442 | -| p4040_p | 0.323 0.030 -0.011 0.003 -0.346 -0.307 0.069 0.061 1.000 -0.003 -0.001 0.089 -0.157 -0.023 -0.116 0.003 0.017 0.173 0.025 0.022 0.018 0.034 0.008 0.274 | -| p4160_p | -0.001 -0.001 0.000 -0.000 0.006 -0.001 -0.000 0.002 -0.003 1.000 -0.000 0.001 0.003 0.001 -0.002 0.000 -0.000 0.000 -0.001 -0.000 0.004 -0.000 -0.003 0.000 | -| omega_s | -0.007 0.089 -0.124 0.584 -0.001 -0.000 0.129 -0.009 -0.001 -0.000 1.000 -0.031 -0.006 -0.034 0.035 -0.452 0.002 -0.004 0.002 0.001 0.008 -0.139 -0.000 -0.012 | -| jpsi_p | 0.447 -0.043 0.018 -0.018 0.010 0.249 0.071 0.363 0.089 0.001 -0.031 1.000 0.124 0.021 0.180 0.042 0.016 0.087 0.011 0.025 0.022 -0.071 0.011 0.232 | -| psi2s_p | 0.211 0.021 -0.006 -0.001 0.043 0.108 0.100 0.109 -0.157 0.003 -0.006 0.124 1.000 -0.012 -0.012 0.012 0.018 -0.360 -0.074 0.026 -0.048 -0.011 -0.000 0.129 | -| phi_s | -0.002 -0.168 0.646 -0.000 -0.028 -0.046 0.000 -0.022 -0.023 0.001 -0.034 0.021 -0.012 1.000 -0.133 0.038 -0.001 -0.018 -0.042 -0.001 -0.009 -0.015 -0.000 0.003 | -| bplus_2 | -0.014 0.245 -0.079 0.029 0.252 0.798 -0.169 -0.013 -0.116 -0.002 0.035 0.180 -0.012 -0.133 1.000 -0.092 0.022 -0.186 0.243 0.018 0.084 -0.112 -0.009 -0.135 | -| rho_s | 0.018 0.115 0.156 -0.054 -0.002 -0.021 -0.279 0.024 0.003 0.000 -0.452 0.042 0.012 0.038 -0.092 1.000 -0.005 0.011 -0.008 -0.003 -0.019 0.323 0.000 0.026 | -| DDstar_s | 0.009 -0.000 -0.000 0.001 0.008 0.011 -0.033 0.004 0.017 -0.000 0.002 0.016 0.018 -0.001 0.022 -0.005 1.000 0.003 0.016 -0.001 0.003 0.002 0.001 -0.004 | -| p3770_s | 0.235 0.021 -0.007 0.001 -0.028 -0.338 0.089 0.134 0.173 0.000 -0.004 0.087 -0.360 -0.018 -0.186 0.011 0.003 1.000 -0.052 0.017 0.035 0.055 0.012 -0.027 | -| p4415_s | -0.005 0.078 -0.023 0.005 -0.002 0.255 -0.009 -0.068 0.025 -0.001 0.002 0.011 -0.074 -0.042 0.243 -0.008 0.016 -0.052 1.000 0.012 -0.062 0.001 0.007 -0.061 | -| Dbar_s | -0.006 0.001 0.000 0.001 0.003 0.032 -0.019 0.012 0.022 -0.000 0.001 0.025 0.026 -0.001 0.018 -0.003 -0.001 0.017 0.012 1.000 0.003 0.001 0.001 0.009 | -| p4415_p | 0.061 0.008 -0.006 0.004 -0.208 -0.156 -0.126 -0.040 0.018 0.004 0.008 0.022 -0.048 -0.009 0.084 -0.019 0.003 0.035 -0.062 0.003 1.000 0.011 0.008 0.088 | -| bplus_0 | 0.005 0.066 0.034 -0.046 -0.015 -0.072 -0.893 0.023 0.034 -0.000 -0.139 -0.071 -0.011 -0.015 -0.112 0.323 0.002 0.055 0.001 0.001 0.011 1.000 0.002 0.038 | -| p4160_s | 0.024 -0.000 0.000 0.000 -0.028 -0.025 0.002 0.008 0.008 -0.003 -0.000 0.011 -0.000 -0.000 -0.009 0.000 0.001 0.012 0.007 0.001 0.008 0.002 1.000 0.021 | -| p3770_p | 0.263 -0.005 0.008 -0.004 -0.223 -0.248 0.092 0.442 0.274 0.000 -0.012 0.232 0.129 0.003 -0.135 0.026 -0.004 -0.027 -0.061 0.009 0.088 0.038 0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29321836401790513}), (, {'error': 0.3613690975556283}), (, {'error': 0.1981831535308154}), (, {'error': 0.2682606529638467}), (, {'error': 0.16918743047436618}), (, {'error': 0.23222954955678654}), (, {'error': 0.027675974978512707}), (, {'error': 0.27193007388566137}), (, {'error': 0.14875006339208463}), (, {'error': 0.00871842519244792}), (, {'error': 1.1456797754288912}), (, {'error': 0.03294278176996812}), (, {'error': 0.03252612184276149}), (, {'error': 1.0622484431379782}), (, {'error': 0.07455520436223562}), (, {'error': 0.3242426834030745}), (, {'error': 0.014717980759279992}), (, {'error': 0.23912825769922463}), (, {'error': 0.1870589851801363}), (, {'error': 0.0175181701906601}), (, {'error': 0.4372307810726581}), (, {'error': 0.014607469218390179}), (, {'error': 0.022067350994533108}), (, {'error': 0.1024468526257738})]) -Toy 13/25 -Time taken: 1 h, 25 min -Projected time left: 1 h, 18 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=271 (271 total) | -| EDM = 3.61E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297415.4872979396 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.73 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.56 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.006 | 0.016 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -1.35 | 0.25 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 1.2 | 10.0 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9.1 | 0.4 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.681 | 0.025 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.859 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 21.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.39 | 0.10 | | | -2 | 2 | | -| 15| rho_s | 1.10 | 0.25 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.69 | 0.20 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.57 | 0.17 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.299 | 0.012 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 22| p4160_s | 1.95 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.76 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.040 0.002 0.026 -0.001 0.043 -0.184 -0.195 -0.027 0.110 0.000 0.187 -0.000 -0.019 0.181 0.066 0.041 0.162 -0.069 -0.000 -0.116 -0.075 -0.092 0.259 | -| rho_p | 0.040 1.000 -0.153 0.183 -0.002 0.094 0.093 0.033 0.004 -0.015 0.042 -0.050 0.019 -0.125 -0.181 0.123 -0.000 0.006 0.036 0.000 0.055 -0.118 0.079 -0.010 | -| phi_p | 0.002 -0.153 1.000 0.017 0.001 -0.004 0.015 -0.003 0.001 -0.002 -0.019 0.002 -0.005 0.549 0.028 0.101 0.001 -0.004 -0.003 0.000 -0.008 -0.011 -0.009 0.001 | -| omega_p | 0.026 0.183 0.017 1.000 -0.001 0.033 0.110 0.019 0.001 -0.005 0.325 -0.016 0.009 -0.018 -0.042 0.470 -0.000 0.004 0.015 0.000 0.020 -0.123 0.030 -0.002 | -| p4040_s | -0.001 -0.002 0.001 -0.001 1.000 0.029 -0.009 0.020 0.418 0.010 -0.000 0.020 0.036 0.002 -0.011 -0.001 -0.005 -0.004 -0.007 -0.001 -0.007 0.009 -0.039 -0.014 | -| Ctt | 0.043 0.094 -0.004 0.033 0.029 1.000 0.091 -0.432 0.116 -0.339 0.008 0.361 0.215 -0.042 -0.793 -0.059 -0.010 -0.239 0.254 0.002 0.163 0.077 0.375 -0.243 | -| bplus_1 | -0.184 0.093 0.015 0.110 -0.009 0.091 1.000 -0.065 -0.006 0.014 0.001 -0.086 0.049 -0.104 -0.002 0.269 -0.008 -0.046 0.001 -0.001 0.115 -0.925 0.070 -0.147 | -| Dbar_p | -0.195 0.033 -0.003 0.019 0.020 -0.432 -0.065 1.000 0.015 -0.019 0.000 0.051 -0.176 -0.022 0.187 0.039 0.012 -0.033 -0.041 0.002 -0.145 -0.081 -0.158 0.317 | -| p4040_p | -0.027 0.004 0.001 0.001 0.418 0.116 -0.006 0.015 1.000 -0.051 0.001 0.045 0.076 0.000 -0.056 -0.004 -0.011 -0.009 0.006 -0.002 -0.026 0.013 -0.087 -0.059 | -| p4160_p | 0.110 -0.015 -0.002 -0.005 0.010 -0.339 0.014 -0.019 -0.051 1.000 -0.002 -0.094 -0.150 0.002 0.150 0.012 0.051 0.088 -0.040 0.006 0.178 -0.030 -0.139 0.167 | -| omega_s | 0.000 0.042 -0.019 0.325 -0.000 0.008 0.001 0.000 0.001 -0.002 1.000 -0.007 0.000 -0.005 -0.015 0.034 -0.000 -0.001 0.002 0.000 0.004 -0.001 0.006 -0.002 | -| jpsi_p | 0.187 -0.050 0.002 -0.016 0.020 0.361 -0.086 0.051 0.045 -0.094 -0.007 1.000 -0.028 0.018 -0.266 0.000 0.069 -0.071 0.031 0.012 0.012 0.108 0.049 0.028 | -| psi2s_p | -0.000 0.019 -0.005 0.009 0.036 0.215 0.049 -0.176 0.076 -0.150 0.000 -0.028 1.000 -0.016 -0.066 0.006 0.040 -0.424 0.034 0.009 -0.042 -0.034 -0.018 -0.036 | -| phi_s | -0.019 -0.125 0.549 -0.018 0.002 -0.042 -0.104 -0.022 0.000 0.002 -0.005 0.018 -0.016 1.000 0.079 -0.009 0.001 -0.009 -0.020 -0.000 -0.032 0.118 -0.044 0.004 | -| bplus_2 | 0.181 -0.181 0.028 -0.042 -0.011 -0.793 -0.002 0.187 -0.056 0.150 -0.015 -0.266 -0.066 0.079 1.000 0.150 0.006 0.170 -0.104 -0.001 -0.256 -0.234 -0.306 0.160 | -| rho_s | 0.066 0.123 0.101 0.470 -0.001 -0.059 0.269 0.039 -0.004 0.012 0.034 0.000 0.006 -0.009 0.150 1.000 0.000 0.011 -0.001 -0.000 -0.020 -0.313 -0.021 0.016 | -| DDstar_s | 0.041 -0.000 0.001 -0.000 -0.005 -0.010 -0.008 0.012 -0.011 0.051 -0.000 0.069 0.040 0.001 0.006 0.000 1.000 0.031 -0.003 -0.001 0.013 0.003 0.003 0.040 | -| p3770_s | 0.162 0.006 -0.004 0.004 -0.004 -0.239 -0.046 -0.033 -0.009 0.088 -0.001 -0.071 -0.424 -0.009 0.170 0.011 0.031 1.000 -0.045 0.006 -0.020 -0.027 -0.032 -0.145 | -| p4415_s | -0.069 0.036 -0.003 0.015 -0.007 0.254 0.001 -0.041 0.006 -0.040 0.002 0.031 0.034 -0.020 -0.104 -0.001 -0.003 -0.045 1.000 -0.000 0.132 -0.016 0.294 -0.095 | -| Dbar_s | -0.000 0.000 0.000 0.000 -0.001 0.002 -0.001 0.002 -0.002 0.006 0.000 0.012 0.009 -0.000 -0.001 -0.000 -0.001 0.006 -0.000 1.000 0.001 0.000 0.000 0.010 | -| p4415_p | -0.116 0.055 -0.008 0.020 -0.007 0.163 0.115 -0.145 -0.026 0.178 0.004 0.012 -0.042 -0.032 -0.256 -0.020 0.013 -0.020 0.132 0.001 1.000 -0.026 -0.036 -0.050 | -| bplus_0 | -0.075 -0.118 -0.011 -0.123 0.009 0.077 -0.925 -0.081 0.013 -0.030 -0.001 0.108 -0.034 0.118 -0.234 -0.313 0.003 -0.027 -0.016 0.000 -0.026 1.000 -0.021 0.020 | -| p4160_s | -0.092 0.079 -0.009 0.030 -0.039 0.375 0.070 -0.158 -0.087 -0.139 0.006 0.049 -0.018 -0.044 -0.306 -0.021 0.003 -0.032 0.294 0.000 -0.036 -0.021 1.000 -0.122 | -| p3770_p | 0.259 -0.010 0.001 -0.002 -0.014 -0.243 -0.147 0.317 -0.059 0.167 -0.002 0.028 -0.036 0.004 0.160 0.016 0.040 -0.145 -0.095 0.010 -0.050 0.020 -0.122 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3410579770939379}), (, {'error': 0.3246877198213194}), (, {'error': 0.15969839336750757}), (, {'error': 0.22311625754016973}), (, {'error': 0.01561265804380045}), (, {'error': 0.24559787482596462}), (, {'error': 0.06363261046332758}), (, {'error': 0.32041999303870217}), (, {'error': 9.979580672288481}), (, {'error': 0.09877965953481294}), (, {'error': 0.40969289031137546}), (, {'error': 0.025413871294293955}), (, {'error': 0.03000873504830537}), (, {'error': 0.8927743724124646}), (, {'error': 0.10184237390705864}), (, {'error': 0.25314172069833196}), (, {'error': 0.012826901171965999}), (, {'error': 0.20358631510289715}), (, {'error': 0.16996759210962822}), (, {'error': 0.011677382509785506}), (, {'error': 0.3410884313743825}), (, {'error': 0.03401730014979476}), (, {'error': 0.15250440634676588}), (, {'error': 0.0942931457972902})]) -Toy 14/25 -Time taken: 1 h, 29 min -Projected time left: 1 h, 10 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=828 (828 total) | -| EDM = 8.38E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297264.5673096048 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.3 | 2.1 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.80 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.11 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.04 | 0.14 | | |0.00501244| 2.01499 | | -| 5 | Ctt | 0.012 | 0.226 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.878 | 0.017 | | | -2 | 2 | | -| 7 | Dbar_p | -5.9 | 1.6 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.80 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.12 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 1.62 | 0.05 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.18 | 0.07 | | | -2 | 2 | | -| 15| rho_s | 0.93 | 0.28 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.51 | 0.16 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.13 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.435 | 0.008 | | | -2 | 2 | | -| 22| p4160_s | 2.37 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.23 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.090 -0.007 -0.017 -0.228 -0.785 -0.674 0.917 -0.704 -0.631 -0.087 -0.742 -0.679 -0.123 -0.585 0.144 0.075 -0.768 0.095 0.810 -0.469 -0.641 -0.140 -0.550 | -| rho_p | 0.090 1.000 0.071 -0.038 0.005 -0.072 -0.110 0.103 -0.080 -0.082 0.091 -0.079 -0.081 0.052 -0.242 0.087 0.007 -0.078 0.026 0.095 -0.041 -0.109 0.023 -0.077 | -| phi_p | -0.007 0.071 1.000 0.002 0.010 0.010 0.001 -0.010 0.009 0.008 -0.015 0.009 0.008 0.365 -0.021 -0.007 0.002 0.011 0.002 -0.008 0.010 -0.008 0.009 0.004 | -| omega_p | -0.017 -0.038 0.002 1.000 0.008 0.017 0.009 -0.019 0.016 0.015 0.545 0.016 0.015 0.013 -0.006 0.048 -0.002 0.018 -0.002 -0.017 0.014 0.011 0.007 0.011 | -| p4040_s | -0.228 0.005 0.010 0.008 1.000 0.341 0.131 -0.279 0.178 0.017 0.024 0.255 0.199 0.020 0.175 -0.039 -0.069 0.293 0.048 -0.265 0.062 0.113 0.017 0.196 | -| Ctt | -0.785 -0.072 0.010 0.017 0.341 1.000 0.627 -0.860 0.647 0.596 0.079 0.713 0.754 0.106 0.380 -0.131 -0.030 0.740 -0.000 -0.779 0.481 0.596 0.224 0.556 | -| bplus_1 | -0.674 -0.110 0.001 0.009 0.131 0.627 1.000 -0.725 0.608 0.599 0.055 0.618 0.557 0.097 0.365 -0.086 -0.140 0.617 -0.190 -0.670 0.458 0.209 0.059 0.481 | -| Dbar_p | 0.917 0.103 -0.010 -0.019 -0.279 -0.860 -0.725 1.000 -0.828 -0.790 -0.095 -0.888 -0.798 -0.137 -0.654 0.153 0.043 -0.879 0.123 0.886 -0.604 -0.690 -0.172 -0.666 | -| p4040_p | -0.704 -0.080 0.009 0.016 0.178 0.647 0.608 -0.828 1.000 0.718 0.079 0.755 0.629 0.110 0.523 -0.131 -0.005 0.711 -0.084 -0.734 0.578 0.579 0.311 0.613 | -| p4160_p | -0.631 -0.082 0.008 0.015 0.017 0.596 0.599 -0.790 0.718 1.000 0.077 0.748 0.631 0.109 0.492 -0.127 0.022 0.699 -0.086 -0.694 0.628 0.574 0.103 0.602 | -| omega_s | -0.087 0.091 -0.015 0.545 0.024 0.079 0.055 -0.095 0.079 0.077 1.000 0.080 0.073 0.041 0.041 -0.341 -0.015 0.083 -0.018 -0.087 0.060 0.084 0.014 0.061 | -| jpsi_p | -0.742 -0.079 0.009 0.016 0.255 0.713 0.618 -0.888 0.755 0.748 0.080 1.000 0.739 0.109 0.607 -0.135 -0.034 0.808 -0.134 -0.780 0.573 0.579 0.143 0.610 | -| psi2s_p | -0.679 -0.081 0.008 0.015 0.199 0.754 0.557 -0.798 0.629 0.631 0.073 0.739 1.000 0.106 0.526 -0.118 -0.031 0.630 -0.102 -0.706 0.477 0.530 0.101 0.550 | -| phi_s | -0.123 0.052 0.365 0.013 0.020 0.106 0.097 -0.137 0.110 0.109 0.041 0.109 0.106 1.000 0.150 -0.021 -0.013 0.113 -0.029 -0.125 0.074 0.116 0.002 0.090 | -| bplus_2 | -0.585 -0.242 -0.021 -0.006 0.175 0.380 0.365 -0.654 0.523 0.492 0.041 0.607 0.526 0.150 1.000 -0.041 -0.011 0.570 -0.029 -0.586 0.320 0.342 0.065 0.412 | -| rho_s | 0.144 0.087 -0.007 0.048 -0.039 -0.131 -0.086 0.153 -0.131 -0.127 -0.341 -0.135 -0.118 -0.021 -0.041 1.000 0.032 -0.137 0.033 0.142 -0.101 -0.166 -0.026 -0.103 | -| DDstar_s | 0.075 0.007 0.002 -0.002 -0.069 -0.030 -0.140 0.043 -0.005 0.022 -0.015 -0.034 -0.031 -0.013 -0.011 0.032 1.000 -0.021 -0.050 0.019 -0.014 -0.138 -0.049 0.044 | -| p3770_s | -0.768 -0.078 0.011 0.018 0.293 0.740 0.617 -0.879 0.711 0.699 0.083 0.808 0.630 0.113 0.570 -0.137 -0.021 1.000 -0.101 -0.781 0.545 0.587 0.163 0.511 | -| p4415_s | 0.095 0.026 0.002 -0.002 0.048 -0.000 -0.190 0.123 -0.084 -0.086 -0.018 -0.134 -0.102 -0.029 -0.029 0.033 -0.050 -0.101 1.000 0.104 -0.150 -0.187 0.198 -0.103 | -| Dbar_s | 0.810 0.095 -0.008 -0.017 -0.265 -0.779 -0.670 0.886 -0.734 -0.694 -0.087 -0.780 -0.706 -0.125 -0.586 0.142 0.019 -0.781 0.104 1.000 -0.542 -0.640 -0.168 -0.554 | -| p4415_p | -0.469 -0.041 0.010 0.014 0.062 0.481 0.458 -0.604 0.578 0.628 0.060 0.573 0.477 0.074 0.320 -0.101 -0.014 0.545 -0.150 -0.542 1.000 0.431 -0.001 0.471 | -| bplus_0 | -0.641 -0.109 -0.008 0.011 0.113 0.596 0.209 -0.690 0.579 0.574 0.084 0.579 0.530 0.116 0.342 -0.166 -0.138 0.587 -0.187 -0.640 0.431 1.000 0.046 0.470 | -| p4160_s | -0.140 0.023 0.009 0.007 0.017 0.224 0.059 -0.172 0.311 0.103 0.014 0.143 0.101 0.002 0.065 -0.026 -0.049 0.163 0.198 -0.168 -0.001 0.046 1.000 0.135 | -| p3770_p | -0.550 -0.077 0.004 0.011 0.196 0.556 0.481 -0.666 0.613 0.602 0.061 0.610 0.550 0.090 0.412 -0.103 0.044 0.511 -0.103 -0.554 0.471 0.470 0.135 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.1487338352074934}), (, {'error': 0.3786599609318304}), (, {'error': 0.1561767323740808}), (, {'error': 0.22375900933899784}), (, {'error': 0.1442779572193551}), (, {'error': 0.22632963212287993}), (, {'error': 0.01744267371790964}), (, {'error': 1.5717643878165313}), (, {'error': 0.275907320515965}), (, {'error': 0.13745580838307925}), (, {'error': 1.052790982818101}), (, {'error': 0.04757260143609132}), (, {'error': 0.047130672614056124}), (, {'error': 0.8461016079088175}), (, {'error': 0.06740810335833847}), (, {'error': 0.2750559119923647}), (, {'error': 0.06471753172642399}), (, {'error': 0.4257381191187828}), (, {'error': 0.16129364396034396}), (, {'error': 0.42100128312732354}), (, {'error': 0.1619137235008452}), (, {'error': 0.008235214058614715}), (, {'error': 0.1396040471870117}), (, {'error': 0.12651559288883796})]) -Toy 15/25 -Time taken: 1 h, 35 min -Projected time left: 1 h, 3 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1613 (1613 total) | -| EDM = 0.000296 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297123.818149669 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.40 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.76 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.26 | 0.31 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -1.04 | 0.03 | | | -2 | 2 | | -| 7 | Dbar_p | -5.5 | 1.9 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 4.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.38 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 16.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.22 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.30 | 0.46 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.7 | 0.4 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.21 | 0.46 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.16 | 0.26 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.531 | 0.015 | | | -2 | 2 | | -| 22| p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.29 | 0.12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.054 -0.008 0.007 -0.079 -0.425 0.058 -0.499 -0.521 -0.581 -0.010 -0.460 -0.420 -0.034 0.292 0.040 -0.273 -0.498 0.227 0.598 -0.413 0.072 -0.142 -0.174 | -| rho_p | 0.054 1.000 0.073 -0.005 -0.003 -0.053 0.081 -0.101 -0.073 -0.076 0.023 -0.058 -0.071 0.072 0.210 0.268 -0.065 -0.069 0.034 0.104 -0.043 0.059 0.003 0.013 | -| phi_p | -0.008 0.073 1.000 -0.016 0.005 0.007 0.000 0.010 0.009 0.009 -0.044 0.006 0.008 0.567 0.012 0.012 0.003 0.010 -0.002 -0.005 0.009 0.004 0.006 0.001 | -| omega_p | 0.007 -0.005 -0.016 1.000 -0.021 -0.051 0.029 -0.062 -0.045 -0.042 0.699 -0.039 -0.043 -0.000 0.010 0.493 -0.036 -0.046 0.021 0.061 -0.042 0.080 -0.020 0.018 | -| p4040_s | -0.079 -0.003 0.005 -0.021 1.000 0.445 -0.215 0.334 0.116 -0.068 -0.001 0.138 0.213 0.005 0.022 -0.061 0.153 0.308 0.093 -0.356 0.095 -0.164 0.166 -0.160 | -| Ctt | -0.425 -0.053 0.007 -0.051 0.445 1.000 -0.557 0.845 0.535 0.481 0.005 0.402 0.690 0.034 0.141 -0.161 0.572 0.637 -0.089 -0.803 0.540 -0.447 0.418 -0.153 | -| bplus_1 | 0.058 0.081 0.000 0.029 -0.215 -0.557 1.000 -0.590 -0.419 -0.392 -0.008 -0.278 -0.404 -0.032 -0.114 0.102 -0.323 -0.425 0.206 0.568 -0.425 -0.089 -0.222 0.177 | -| Dbar_p | -0.499 -0.101 0.010 -0.062 0.334 0.845 -0.590 1.000 0.762 0.736 0.009 0.673 0.751 0.061 -0.219 -0.193 0.666 0.805 -0.248 -0.869 0.666 -0.488 0.359 -0.036 | -| p4040_p | -0.521 -0.073 0.009 -0.045 0.116 0.535 -0.419 0.762 1.000 0.700 0.006 0.584 0.517 0.042 -0.204 -0.140 0.434 0.599 -0.213 -0.660 0.604 -0.343 0.443 0.122 | -| p4160_p | -0.581 -0.076 0.009 -0.042 -0.068 0.481 -0.392 0.736 0.700 1.000 0.006 0.636 0.547 0.044 -0.219 -0.133 0.370 0.613 -0.263 -0.620 0.659 -0.324 0.181 0.182 | -| omega_s | -0.010 0.023 -0.044 0.699 -0.001 0.005 -0.008 0.009 0.006 0.006 1.000 -0.005 0.005 0.001 -0.025 0.105 0.006 0.005 -0.002 -0.008 0.002 0.002 -0.002 -0.000 | -| jpsi_p | -0.460 -0.058 0.006 -0.039 0.138 0.402 -0.278 0.673 0.584 0.636 -0.005 1.000 0.578 0.021 -0.334 -0.108 0.264 0.617 -0.231 -0.473 0.481 -0.226 0.158 0.181 | -| psi2s_p | -0.420 -0.071 0.008 -0.043 0.213 0.690 -0.404 0.751 0.517 0.547 0.005 0.578 1.000 0.041 -0.179 -0.135 0.404 0.487 -0.177 -0.618 0.477 -0.336 0.214 0.018 | -| phi_s | -0.034 0.072 0.567 -0.000 0.005 0.034 -0.032 0.061 0.042 0.044 0.001 0.021 0.041 1.000 -0.096 0.029 0.038 0.040 -0.020 -0.060 0.028 -0.037 0.002 -0.012 | -| bplus_2 | 0.292 0.210 0.012 0.010 0.022 0.141 -0.114 -0.219 -0.204 -0.219 -0.025 -0.334 -0.179 -0.096 1.000 0.049 -0.145 -0.226 0.011 0.173 -0.039 -0.052 0.049 -0.083 | -| rho_s | 0.040 0.268 0.012 0.493 -0.061 -0.161 0.102 -0.193 -0.140 -0.133 0.105 -0.108 -0.135 0.029 0.049 1.000 -0.108 -0.143 0.062 0.184 -0.128 0.220 -0.061 0.045 | -| DDstar_s | -0.273 -0.065 0.003 -0.036 0.153 0.572 -0.323 0.666 0.434 0.370 0.006 0.264 0.404 0.038 -0.145 -0.108 1.000 0.475 -0.162 -0.557 0.326 -0.272 0.186 -0.060 | -| p3770_s | -0.498 -0.069 0.010 -0.046 0.308 0.637 -0.425 0.805 0.599 0.613 0.005 0.617 0.487 0.040 -0.226 -0.143 0.475 1.000 -0.199 -0.699 0.544 -0.343 0.285 -0.120 | -| p4415_s | 0.227 0.034 -0.002 0.021 0.093 -0.089 0.206 -0.248 -0.213 -0.263 -0.002 -0.231 -0.177 -0.020 0.011 0.062 -0.162 -0.199 1.000 0.227 -0.271 0.172 0.196 -0.071 | -| Dbar_s | 0.598 0.104 -0.005 0.061 -0.356 -0.803 0.568 -0.869 -0.660 -0.620 -0.008 -0.473 -0.618 -0.060 0.173 0.184 -0.557 -0.699 0.227 1.000 -0.610 0.474 -0.368 0.246 | -| p4415_p | -0.413 -0.043 0.009 -0.042 0.095 0.540 -0.425 0.666 0.604 0.659 0.002 0.481 0.477 0.028 -0.039 -0.128 0.326 0.544 -0.271 -0.610 1.000 -0.338 0.154 0.039 | -| bplus_0 | 0.072 0.059 0.004 0.080 -0.164 -0.447 -0.089 -0.488 -0.343 -0.324 0.002 -0.226 -0.336 -0.037 -0.052 0.220 -0.272 -0.343 0.172 0.474 -0.338 1.000 -0.163 0.159 | -| p4160_s | -0.142 0.003 0.006 -0.020 0.166 0.418 -0.222 0.359 0.443 0.181 -0.002 0.158 0.214 0.002 0.049 -0.061 0.186 0.285 0.196 -0.368 0.154 -0.163 1.000 -0.086 | -| p3770_p | -0.174 0.013 0.001 0.018 -0.160 -0.153 0.177 -0.036 0.122 0.182 -0.000 0.181 0.018 -0.012 -0.083 0.045 -0.060 -0.120 -0.071 0.246 0.039 0.159 -0.086 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4600637632827649}), (, {'error': 0.31940661965294037}), (, {'error': 0.21164582239976504}), (, {'error': 0.3007463593313857}), (, {'error': 0.17455217455587768}), (, {'error': 0.3147967089990353}), (, {'error': 0.03319094181959803}), (, {'error': 1.8904127334282026}), (, {'error': 0.34912316474818716}), (, {'error': 0.17079577030422577}), (, {'error': 1.0550664091716895}), (, {'error': 0.03832977855469544}), (, {'error': 0.04701123134860641}), (, {'error': 0.9395767837010727}), (, {'error': 0.08430609163854108}), (, {'error': 0.3433619026261407}), (, {'error': 0.4558494074661532}), (, {'error': 0.3866520576115344}), (, {'error': 0.1916464899780841}), (, {'error': 0.4596643077805395}), (, {'error': 0.2600021268739878}), (, {'error': 0.014724246531855778}), (, {'error': 0.1690909428591887}), (, {'error': 0.12430094547599246})]) -Toy 16/25 -Time taken: 1 h, 44 min -Projected time left: 58 min, 30 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1328 (1328 total) | -| EDM = 0.000105 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297142.34085767786 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.07 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 1.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.005 | 0.034 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.78 | 0.19 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.95 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 8.2 | 1.3 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.596 | 0.026 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.943 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 18.3 | 1.4 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 15| rho_s | 2.1 | 1.5 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.59 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 20| p4415_p | -1.73 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.511 | 0.022 | | | -2 | 2 | | -| 22| p4160_s | 2.17 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.93 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.008 0.005 0.011 0.010 -0.104 0.333 0.000 -0.001 0.165 0.009 0.251 0.017 0.008 -0.239 -0.035 0.022 0.197 -0.043 0.011 -0.042 0.045 -0.080 0.285 | -| rho_p | -0.008 1.000 -0.082 -0.101 -0.000 0.038 0.027 0.001 -0.001 0.003 -0.040 -0.038 0.002 -0.055 0.096 -0.057 0.000 0.004 0.007 -0.000 0.023 -0.032 0.025 -0.013 | -| phi_p | 0.005 -0.082 1.000 0.087 -0.000 -0.000 -0.007 0.001 0.001 -0.009 0.007 -0.016 -0.010 0.836 -0.031 -0.001 0.001 -0.009 -0.003 0.001 -0.011 0.002 -0.010 0.001 | -| omega_p | 0.011 -0.101 0.087 1.000 -0.000 -0.009 -0.033 0.000 0.000 -0.005 0.712 -0.002 -0.005 0.089 -0.037 -0.456 0.000 -0.003 -0.001 -0.000 -0.011 0.039 -0.008 0.005 | -| p4040_s | 0.010 -0.000 -0.000 -0.000 1.000 -0.028 0.000 0.001 -0.358 0.020 -0.000 -0.003 -0.014 -0.001 -0.006 0.000 0.001 0.001 0.000 0.001 0.012 0.001 0.025 0.017 | -| Ctt | -0.104 0.038 -0.000 -0.009 -0.028 1.000 -0.157 0.003 0.010 -0.326 -0.023 0.299 0.142 -0.024 0.742 0.007 0.002 -0.291 0.226 0.048 -0.019 -0.007 0.315 -0.140 | -| bplus_1 | 0.333 0.027 -0.007 -0.033 0.000 -0.157 1.000 0.001 -0.001 0.002 -0.023 0.038 0.048 0.002 -0.301 0.092 -0.007 0.068 0.072 -0.024 -0.101 -0.871 -0.001 0.059 | -| Dbar_p | 0.000 0.001 0.001 0.000 0.001 0.003 0.001 1.000 -0.001 0.022 -0.000 0.046 0.025 0.000 0.003 -0.000 -0.001 0.022 0.001 0.006 0.008 0.003 0.000 0.033 | -| p4040_p | -0.001 -0.001 0.001 0.000 -0.358 0.010 -0.001 -0.001 1.000 0.005 0.001 0.004 0.013 0.001 0.001 -0.000 -0.001 -0.002 -0.004 -0.001 -0.000 -0.001 -0.015 -0.008 | -| p4160_p | 0.165 0.003 -0.009 -0.005 0.020 -0.326 0.002 0.022 0.005 1.000 -0.007 -0.007 -0.146 -0.012 -0.042 0.000 0.031 0.096 0.005 0.020 0.229 0.013 -0.137 0.197 | -| omega_s | 0.009 -0.040 0.007 0.712 -0.000 -0.023 -0.023 -0.000 0.001 -0.007 1.000 0.006 -0.007 0.036 -0.070 -0.147 0.000 -0.007 -0.005 0.000 -0.019 0.026 -0.019 0.007 | -| jpsi_p | 0.251 -0.038 -0.016 -0.002 -0.003 0.299 0.038 0.046 0.004 -0.007 0.006 1.000 -0.039 0.005 0.142 -0.003 0.042 -0.021 -0.023 0.007 0.024 -0.064 -0.006 0.015 | -| psi2s_p | 0.017 0.002 -0.010 -0.005 -0.014 0.142 0.048 0.025 0.013 -0.146 -0.007 -0.039 1.000 -0.012 -0.017 -0.003 0.023 -0.485 0.014 0.028 -0.099 -0.002 -0.052 0.099 | -| phi_s | 0.008 -0.055 0.836 0.089 -0.001 -0.024 0.002 0.000 0.001 -0.012 0.036 0.005 -0.012 1.000 -0.088 0.004 0.000 -0.015 -0.008 0.001 -0.026 -0.006 -0.027 0.008 | -| bplus_2 | -0.239 0.096 -0.031 -0.037 -0.006 0.742 -0.301 0.003 0.001 -0.042 -0.070 0.142 -0.017 -0.088 1.000 0.024 0.007 -0.136 -0.006 0.015 0.226 -0.002 0.180 -0.103 | -| rho_s | -0.035 -0.057 -0.001 -0.456 0.000 0.007 0.092 -0.000 -0.000 0.000 -0.147 -0.003 -0.003 0.004 0.024 1.000 0.000 -0.007 -0.008 0.002 0.008 -0.128 -0.003 -0.008 | -| DDstar_s | 0.022 0.000 0.001 0.000 0.001 0.002 -0.007 -0.001 -0.001 0.031 0.000 0.042 0.023 0.000 0.007 0.000 1.000 0.015 0.001 -0.001 0.019 0.001 0.006 0.014 | -| p3770_s | 0.197 0.004 -0.009 -0.003 0.001 -0.291 0.068 0.022 -0.002 0.096 -0.007 -0.021 -0.485 -0.015 -0.136 -0.007 0.015 1.000 -0.016 0.017 0.023 0.048 0.010 -0.148 | -| p4415_s | -0.043 0.007 -0.003 -0.001 0.000 0.226 0.072 0.001 -0.004 0.005 -0.005 -0.023 0.014 -0.008 -0.006 -0.008 0.001 -0.016 1.000 -0.000 -0.119 0.023 0.305 -0.081 | -| Dbar_s | 0.011 -0.000 0.001 -0.000 0.001 0.048 -0.024 0.006 -0.001 0.020 0.000 0.007 0.028 0.001 0.015 0.002 -0.001 0.017 -0.000 1.000 0.021 -0.004 0.010 -0.021 | -| p4415_p | -0.042 0.023 -0.011 -0.011 0.012 -0.019 -0.101 0.008 -0.000 0.229 -0.019 0.024 -0.099 -0.026 0.226 0.008 0.019 0.023 -0.119 0.021 1.000 0.010 -0.247 0.073 | -| bplus_0 | 0.045 -0.032 0.002 0.039 0.001 -0.007 -0.871 0.003 -0.001 0.013 0.026 -0.064 -0.002 -0.006 -0.002 -0.128 0.001 0.048 0.023 -0.004 0.010 1.000 0.040 0.022 | -| p4160_s | -0.080 0.025 -0.010 -0.008 0.025 0.315 -0.001 0.000 -0.015 -0.137 -0.019 -0.006 -0.052 -0.027 0.180 -0.003 0.006 0.010 0.305 0.010 -0.247 0.040 1.000 -0.084 | -| p3770_p | 0.285 -0.013 0.001 0.005 0.017 -0.140 0.059 0.033 -0.008 0.197 0.007 0.015 0.099 0.008 -0.103 -0.008 0.014 -0.148 -0.081 -0.021 0.073 0.022 -0.084 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2799506320321479}), (, {'error': 0.172281469088301}), (, {'error': 0.3286456658003529}), (, {'error': 0.28360964114224396}), (, {'error': 0.034018094448398345}), (, {'error': 0.19056579304452081}), (, {'error': 0.04399025306218296}), (, {'error': 0.05112416960682209}), (, {'error': 8.253460244076857}), (, {'error': 0.08915209304267346}), (, {'error': 1.3194263733584872}), (, {'error': 0.02551997555080554}), (, {'error': 0.030436915901607797}), (, {'error': 1.4266321795966803}), (, {'error': 0.09229108968232702}), (, {'error': 1.4754350241954128}), (, {'error': 0.014608761703421735}), (, {'error': 0.22624888895384743}), (, {'error': 0.18541534628748835}), (, {'error': 0.02580608546125146}), (, {'error': 0.19257653290338794}), (, {'error': 0.02233626956705881}), (, {'error': 0.15264033439456215}), (, {'error': 0.0870255010256944})]) -Toy 17/25 -Time taken: 1 h, 51 min -Projected time left: 52 min, 24 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1417 (1417 total) | -| EDM = 8.1E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297098.59070551087 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.24 | 0.34 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.08 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.54 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.93 | 0.07 | | | -2 | 2 | | -| 7 | Dbar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.74 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.44 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.665 | 0.024 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.861 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 19.9 | 1.6 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.29 | 0.10 | | | -2 | 2 | | -| 15| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.29 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.11 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 22| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.61 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.005 0.002 0.013 -0.134 0.008 -0.138 -0.230 -0.014 0.058 -0.050 -0.058 -0.094 -0.011 0.285 0.109 0.071 0.091 -0.041 0.001 -0.132 -0.147 -0.078 0.159 | -| rho_p | -0.005 1.000 -0.026 0.079 0.044 0.096 -0.024 0.032 0.014 -0.013 0.165 -0.074 0.003 -0.009 -0.249 0.105 -0.001 0.021 0.018 0.002 0.047 0.011 0.068 -0.007 | -| phi_p | 0.002 -0.026 1.000 -0.012 -0.002 -0.005 0.015 -0.000 -0.007 -0.006 -0.059 -0.028 -0.006 0.852 0.021 0.049 0.002 -0.007 0.000 0.001 -0.007 -0.016 -0.005 -0.004 | -| omega_p | 0.013 0.079 -0.012 1.000 -0.000 -0.006 0.036 0.006 -0.001 -0.001 -0.415 0.007 0.001 -0.025 0.021 0.138 0.001 0.000 0.003 0.000 -0.004 -0.043 -0.002 0.003 | -| p4040_s | -0.134 0.044 -0.002 -0.000 1.000 0.349 0.017 -0.037 -0.211 -0.497 0.001 0.026 0.059 -0.016 -0.101 0.002 -0.010 0.114 0.151 -0.011 -0.194 -0.025 -0.097 -0.156 | -| Ctt | 0.008 0.096 -0.005 -0.006 0.349 1.000 0.061 -0.389 -0.157 -0.334 0.023 0.229 0.241 -0.026 -0.643 -0.048 -0.014 -0.089 0.196 -0.016 0.016 0.066 0.240 -0.239 | -| bplus_1 | -0.138 -0.024 0.015 0.036 0.017 0.061 1.000 -0.060 0.046 0.020 -0.147 -0.042 0.030 -0.051 -0.012 0.296 -0.015 -0.018 -0.038 -0.006 0.089 -0.912 0.028 -0.098 | -| Dbar_p | -0.230 0.032 -0.000 0.006 -0.037 -0.389 -0.060 1.000 -0.152 -0.035 -0.024 0.191 -0.080 -0.018 0.070 0.055 -0.003 -0.119 0.038 0.053 -0.125 -0.090 -0.104 0.315 | -| p4040_p | -0.014 0.014 -0.007 -0.001 -0.211 -0.157 0.046 -0.152 1.000 0.059 0.005 -0.109 -0.209 -0.011 -0.019 -0.012 0.048 -0.035 0.042 0.033 0.116 -0.004 0.331 0.094 | -| p4160_p | 0.058 -0.013 -0.006 -0.001 -0.497 -0.334 0.020 -0.035 0.059 1.000 0.006 -0.056 -0.132 0.000 0.007 -0.016 0.073 -0.029 -0.092 0.047 0.294 0.027 -0.104 0.160 | -| omega_s | -0.050 0.165 -0.059 -0.415 0.001 0.023 -0.147 -0.024 0.005 0.006 1.000 -0.014 -0.000 -0.011 -0.078 -0.505 -0.004 -0.000 -0.011 -0.001 0.017 0.173 0.006 -0.011 | -| jpsi_p | -0.058 -0.074 -0.028 0.007 0.026 0.229 -0.042 0.191 -0.109 -0.056 -0.014 1.000 -0.018 -0.008 -0.180 -0.000 0.088 -0.070 -0.007 0.085 -0.010 0.086 -0.023 0.017 | -| psi2s_p | -0.094 0.003 -0.006 0.001 0.059 0.241 0.030 -0.080 -0.209 -0.132 -0.000 -0.018 1.000 -0.007 -0.049 -0.002 0.034 -0.421 0.026 0.040 -0.065 -0.002 -0.067 -0.036 | -| phi_s | -0.011 -0.009 0.852 -0.025 -0.016 -0.026 -0.051 -0.018 -0.011 0.000 -0.011 -0.008 -0.007 1.000 0.063 -0.007 0.001 -0.015 -0.010 -0.000 -0.016 0.060 -0.025 -0.004 | -| bplus_2 | 0.285 -0.249 0.021 0.021 -0.101 -0.643 -0.012 0.070 -0.019 0.007 -0.078 -0.180 -0.049 0.063 1.000 0.141 0.022 0.054 0.065 0.007 -0.237 -0.227 -0.164 0.078 | -| rho_s | 0.109 0.105 0.049 0.138 0.002 -0.048 0.296 0.055 -0.012 -0.016 -0.505 -0.000 -0.002 -0.007 0.141 1.000 0.008 0.001 0.026 0.003 -0.034 -0.361 -0.007 0.019 | -| DDstar_s | 0.071 -0.001 0.002 0.001 -0.010 -0.014 -0.015 -0.003 0.048 0.073 -0.004 0.088 0.034 0.001 0.022 0.008 1.000 0.047 -0.006 -0.004 0.030 -0.008 0.004 0.054 | -| p3770_s | 0.091 0.021 -0.007 0.000 0.114 -0.089 -0.018 -0.119 -0.035 -0.029 -0.000 -0.070 -0.421 -0.015 0.054 0.001 0.047 1.000 0.013 0.041 -0.008 -0.015 0.016 -0.270 | -| p4415_s | -0.041 0.018 0.000 0.003 0.151 0.196 -0.038 0.038 0.042 -0.092 -0.011 -0.007 0.026 -0.010 0.065 0.026 -0.006 0.013 1.000 -0.002 -0.127 -0.048 0.319 -0.063 | -| Dbar_s | 0.001 0.002 0.001 0.000 -0.011 -0.016 -0.006 0.053 0.033 0.047 -0.001 0.085 0.040 -0.000 0.007 0.003 -0.004 0.041 -0.002 1.000 0.014 -0.004 -0.003 0.072 | -| p4415_p | -0.132 0.047 -0.007 -0.004 -0.194 0.016 0.089 -0.125 0.116 0.294 0.017 -0.010 -0.065 -0.016 -0.237 -0.034 0.030 -0.008 -0.127 0.014 1.000 0.023 -0.103 0.014 | -| bplus_0 | -0.147 0.011 -0.016 -0.043 -0.025 0.066 -0.912 -0.090 -0.004 0.027 0.173 0.086 -0.002 0.060 -0.227 -0.361 -0.008 -0.015 -0.048 -0.004 0.023 1.000 -0.021 0.001 | -| p4160_s | -0.078 0.068 -0.005 -0.002 -0.097 0.240 0.028 -0.104 0.331 -0.104 0.006 -0.023 -0.067 -0.025 -0.164 -0.007 0.004 0.016 0.319 -0.003 -0.103 -0.021 1.000 -0.051 | -| p3770_p | 0.159 -0.007 -0.004 0.003 -0.156 -0.239 -0.098 0.315 0.094 0.160 -0.011 0.017 -0.036 -0.004 0.078 0.019 0.054 -0.270 -0.063 0.072 0.014 0.001 -0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3630144661545103}), (, {'error': 0.34101170604820563}), (, {'error': 0.3370676815464022}), (, {'error': 0.4730108150975454}), (, {'error': 0.17433726840682295}), (, {'error': 0.2072689477765468}), (, {'error': 0.06866639541151387}), (, {'error': 0.3873830227577182}), (, {'error': 0.16779995618253452}), (, {'error': 0.0976540601646283}), (, {'error': 1.0999930864400191}), (, {'error': 0.023978473814884715}), (, {'error': 0.031219466343830327}), (, {'error': 1.6022241438604183}), (, {'error': 0.09876060473632609}), (, {'error': 0.33513623434974493}), (, {'error': 0.04076917166784544}), (, {'error': 0.22987963000760825}), (, {'error': 0.1953941565048551}), (, {'error': 0.0317033250031791}), (, {'error': 0.19222044967084972}), (, {'error': 0.037227706003975625}), (, {'error': 0.16921355756445955}), (, {'error': 0.09969619948669162})]) -Toy 18/25 -Time taken: 1 h, 59 min -Projected time left: 46 min, 26 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=368 (368 total) | -| EDM = 3.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297187.93098624086 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.30 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -4 | 7 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.75 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.15 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.96 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.57 | 0.20 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | -1.31 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.35 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.4 | 0.7 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.663 | 0.026 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 20.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.33 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 0.025 | 0.049 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.30 | 0.22 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.010 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.02 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.458 | 0.018 | | | -2 | 2 | | -| 22| p4160_s | 2.29 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.54 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.028 -0.002 -0.000 -0.137 -0.088 0.406 -0.116 0.094 0.191 0.014 0.144 -0.019 0.011 -0.279 0.012 0.023 0.145 -0.014 0.002 -0.055 -0.014 -0.092 0.269 | -| rho_p | -0.028 1.000 0.079 -0.024 -0.024 -0.046 0.072 -0.029 -0.004 0.002 -0.001 0.030 -0.000 0.071 -0.107 -0.542 -0.000 -0.018 -0.011 -0.001 -0.023 -0.125 -0.035 -0.010 | -| phi_p | -0.002 0.079 1.000 -0.021 -0.001 0.008 0.008 -0.001 -0.004 -0.003 -0.007 -0.008 -0.004 0.463 0.004 -0.052 0.001 -0.004 -0.002 0.001 -0.001 -0.019 -0.002 -0.002 | -| omega_p | -0.000 -0.024 -0.021 1.000 0.006 0.013 -0.000 0.004 0.001 -0.001 0.332 -0.016 -0.001 -0.002 0.036 0.007 0.000 0.003 0.001 0.000 0.007 0.005 0.009 -0.001 | -| p4040_s | -0.137 -0.024 -0.001 0.006 1.000 0.307 0.000 -0.085 -0.202 -0.524 -0.006 -0.022 -0.017 -0.020 0.080 0.014 0.003 0.086 0.180 -0.000 -0.211 0.020 0.018 -0.144 | -| Ctt | -0.088 -0.046 0.008 0.013 0.307 1.000 -0.178 -0.311 -0.285 -0.379 -0.017 0.250 0.183 -0.032 0.671 0.028 -0.001 -0.168 0.167 0.004 -0.019 -0.005 0.216 -0.224 | -| bplus_1 | 0.406 0.072 0.008 -0.000 0.000 -0.178 1.000 0.198 -0.020 -0.019 -0.026 0.065 0.027 0.018 -0.303 -0.031 -0.000 0.059 0.137 -0.001 -0.126 -0.822 -0.018 0.133 | -| Dbar_p | -0.116 -0.029 -0.001 0.004 -0.085 -0.311 0.198 1.000 -0.091 -0.018 0.003 0.157 -0.056 -0.006 -0.091 0.015 0.004 -0.059 0.044 0.009 -0.117 0.013 -0.096 0.282 | -| p4040_p | 0.094 -0.004 -0.004 0.001 -0.202 -0.285 -0.020 -0.091 1.000 0.199 -0.003 -0.099 -0.226 -0.010 -0.045 0.002 0.021 -0.047 -0.011 0.014 0.154 0.021 0.308 0.144 | -| p4160_p | 0.191 0.002 -0.003 -0.001 -0.524 -0.379 -0.019 -0.018 0.199 1.000 -0.000 -0.042 -0.140 -0.003 -0.045 -0.001 0.032 -0.001 -0.118 0.018 0.306 0.015 -0.153 0.203 | -| omega_s | 0.014 -0.001 -0.007 0.332 -0.006 -0.017 -0.026 0.003 -0.003 -0.000 1.000 0.008 0.000 0.004 -0.046 0.020 0.000 -0.002 0.003 -0.000 -0.011 0.043 -0.009 0.006 | -| jpsi_p | 0.144 0.030 -0.008 -0.016 -0.022 0.250 0.065 0.157 -0.099 -0.042 0.008 1.000 -0.044 0.027 0.136 -0.020 0.043 -0.037 -0.019 0.031 -0.030 -0.082 -0.043 0.024 | -| psi2s_p | -0.019 -0.000 -0.004 -0.001 -0.017 0.183 0.027 -0.056 -0.226 -0.140 0.000 -0.044 1.000 -0.002 -0.020 -0.000 0.019 -0.396 0.027 0.017 -0.111 -0.010 -0.094 -0.011 | -| phi_s | 0.011 0.071 0.463 -0.002 -0.020 -0.032 0.018 -0.006 -0.010 -0.003 0.004 0.027 -0.002 1.000 -0.101 -0.041 0.000 -0.015 -0.001 -0.000 -0.027 -0.025 -0.029 0.003 | -| bplus_2 | -0.279 -0.107 0.004 0.036 0.080 0.671 -0.303 -0.091 -0.045 -0.045 -0.046 0.136 -0.020 -0.101 1.000 0.067 0.004 -0.102 -0.122 0.003 0.204 -0.036 0.125 -0.110 | -| rho_s | 0.012 -0.542 -0.052 0.007 0.014 0.028 -0.031 0.015 0.002 -0.001 0.020 -0.020 -0.000 -0.041 0.067 1.000 0.000 0.009 0.005 0.000 0.014 0.057 0.020 0.004 | -| DDstar_s | 0.023 -0.000 0.001 0.000 0.003 -0.001 -0.000 0.004 0.021 0.032 0.000 0.043 0.019 0.000 0.004 0.000 1.000 0.017 -0.001 -0.001 0.022 0.000 0.006 0.021 | -| p3770_s | 0.145 -0.018 -0.004 0.003 0.086 -0.168 0.059 -0.059 -0.047 -0.001 -0.002 -0.037 -0.396 -0.015 -0.102 0.009 0.017 1.000 0.014 0.016 -0.013 0.041 0.004 -0.240 | -| p4415_s | -0.014 -0.011 -0.002 0.001 0.180 0.167 0.137 0.044 -0.011 -0.118 0.003 -0.019 0.027 -0.001 -0.122 0.005 -0.001 0.014 1.000 -0.000 -0.209 0.007 0.313 -0.061 | -| Dbar_s | 0.002 -0.001 0.001 0.000 -0.000 0.004 -0.001 0.009 0.014 0.018 -0.000 0.031 0.017 -0.000 0.003 0.000 -0.001 0.016 -0.000 1.000 0.010 0.001 0.002 0.023 | -| p4415_p | -0.055 -0.023 -0.001 0.007 -0.211 -0.019 -0.126 -0.117 0.154 0.306 -0.011 -0.030 -0.111 -0.027 0.204 0.014 0.022 -0.013 -0.209 0.010 1.000 0.029 -0.141 0.039 | -| bplus_0 | -0.014 -0.125 -0.019 0.005 0.020 -0.005 -0.822 0.013 0.021 0.015 0.043 -0.082 -0.010 -0.025 -0.036 0.057 0.000 0.041 0.007 0.001 0.029 1.000 0.037 0.023 | -| p4160_s | -0.092 -0.035 -0.002 0.009 0.018 0.216 -0.018 -0.096 0.308 -0.153 -0.009 -0.043 -0.094 -0.029 0.125 0.020 0.006 0.004 0.313 0.002 -0.141 0.037 1.000 -0.066 | -| p3770_p | 0.269 -0.010 -0.002 -0.001 -0.144 -0.224 0.133 0.282 0.144 0.203 0.006 0.024 -0.011 0.003 -0.110 0.004 0.021 -0.240 -0.061 0.023 0.039 0.023 -0.066 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30986282030527645}), (, {'error': 6.620355782202234}), (, {'error': 0.1430266057952121}), (, {'error': 0.1699162733979076}), (, {'error': 0.15834964912440636}), (, {'error': 0.20316918857455257}), (, {'error': 0.03859167881319814}), (, {'error': 0.284601434039232}), (, {'error': 0.19108585664536948}), (, {'error': 0.09833916329250147}), (, {'error': 0.7289907202272259}), (, {'error': 0.025654658679335363}), (, {'error': 0.031726798103991705}), (, {'error': 0.8545982607337717}), (, {'error': 0.0788511702868594}), (, {'error': 0.04877081765229417}), (, {'error': 0.011938347927749615}), (, {'error': 0.21779147373297292}), (, {'error': 0.17909623969530808}), (, {'error': 0.00980574137556084}), (, {'error': 0.16558360026361818}), (, {'error': 0.018095881246293466}), (, {'error': 0.15888910293105463}), (, {'error': 0.0951853399713869})]) -Toy 19/25 -Time taken: 2 h, 4 min -Projected time left: 39 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=368 (368 total) | -| EDM = 3.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297194.3316711974 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.98 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.81 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.44 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.22 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.005 | 0.025 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -1.49 | 0.12 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | 5.02 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 6 | 9 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.83 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.3 | 1.2 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.671 | 0.024 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.893 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 16.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.46 | 0.07 | | | -2 | 2 | | -| 15| rho_s | 1.99 | 0.22 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.57 | 0.22 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 20| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.427 | 0.032 | | | -2 | 2 | | -| 22| p4160_s | 1.66 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.54 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.003 0.008 -0.003 0.011 0.017 -0.205 -0.199 -0.000 0.130 -0.007 0.213 -0.005 -0.011 0.259 0.034 0.024 0.189 -0.005 -0.000 0.010 -0.021 -0.123 0.244 | -| rho_p | 0.003 1.000 0.093 -0.031 0.000 0.054 -0.103 0.066 0.000 0.017 0.222 -0.100 -0.010 0.102 -0.283 0.048 0.001 0.028 0.009 0.001 -0.002 0.084 0.059 0.005 | -| phi_p | 0.008 0.093 1.000 0.004 -0.000 0.000 0.031 0.011 0.000 0.001 -0.011 -0.028 0.000 0.480 -0.016 0.013 0.001 0.003 0.001 0.000 -0.000 -0.040 0.009 -0.003 | -| omega_p | -0.003 -0.031 0.004 1.000 -0.000 0.002 -0.024 0.000 0.000 -0.000 0.539 -0.014 -0.003 0.018 -0.021 0.006 0.001 0.000 0.000 0.000 0.000 0.024 0.002 -0.001 | -| p4040_s | 0.011 0.000 -0.000 -0.000 1.000 -0.015 0.001 -0.009 0.009 0.024 0.000 0.001 -0.007 -0.000 -0.005 -0.000 0.001 -0.007 0.002 0.000 -0.001 0.001 0.032 0.010 | -| Ctt | 0.017 0.054 0.000 0.002 -0.015 1.000 0.055 -0.203 -0.000 -0.138 0.002 0.159 0.093 -0.021 -0.516 -0.014 -0.002 -0.135 0.005 0.001 -0.010 0.030 0.202 -0.112 | -| bplus_1 | -0.205 -0.103 0.031 -0.024 0.001 0.055 1.000 -0.048 0.000 0.052 -0.070 -0.123 0.043 -0.089 0.164 0.200 -0.002 -0.030 0.019 -0.001 -0.004 -0.949 0.051 -0.138 | -| Dbar_p | -0.199 0.066 0.011 0.000 -0.009 -0.203 -0.048 1.000 -0.000 -0.156 -0.003 0.217 -0.108 -0.035 -0.151 0.018 0.012 -0.142 -0.020 0.006 0.003 -0.046 -0.027 0.283 | -| p4040_p | -0.000 0.000 0.000 0.000 0.009 -0.000 0.000 -0.000 1.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 0.000 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.001 -0.000 | -| p4160_p | 0.130 0.017 0.001 -0.000 0.024 -0.138 0.052 -0.156 -0.000 1.000 -0.002 -0.005 -0.104 -0.011 -0.089 0.002 0.037 0.031 0.034 0.007 -0.015 -0.026 -0.054 0.091 | -| omega_s | -0.007 0.222 -0.011 0.539 0.000 0.002 -0.070 -0.003 -0.000 -0.002 1.000 -0.024 -0.006 0.049 -0.049 -0.245 0.001 -0.001 0.000 0.000 0.000 0.071 0.002 -0.003 | -| jpsi_p | 0.213 -0.100 -0.028 -0.014 0.001 0.159 -0.123 0.217 -0.000 -0.005 -0.024 1.000 -0.103 0.015 -0.041 0.008 0.058 -0.002 -0.002 0.015 0.006 0.092 -0.071 0.112 | -| psi2s_p | -0.005 -0.010 0.000 -0.003 -0.007 0.093 0.043 -0.108 -0.000 -0.104 -0.006 -0.103 1.000 -0.006 0.108 0.016 0.032 -0.432 -0.013 0.009 0.004 -0.059 -0.079 0.029 | -| phi_s | -0.011 0.102 0.480 0.018 -0.000 -0.021 -0.089 -0.035 -0.000 -0.011 0.049 0.015 -0.006 1.000 0.045 -0.015 0.001 -0.015 -0.004 -0.000 0.001 0.099 -0.026 -0.005 | -| bplus_2 | 0.259 -0.283 -0.016 -0.021 -0.005 -0.516 0.164 -0.151 -0.000 -0.089 -0.049 -0.041 0.108 0.045 1.000 0.101 -0.008 0.027 -0.042 0.000 0.001 -0.320 -0.114 0.004 | -| rho_s | 0.034 0.048 0.013 0.006 -0.000 -0.014 0.200 0.018 0.000 0.002 -0.245 0.008 0.016 -0.015 0.101 1.000 -0.001 0.001 -0.000 -0.000 -0.001 -0.223 0.004 -0.001 | -| DDstar_s | 0.024 0.001 0.001 0.001 0.001 -0.002 -0.002 0.012 0.000 0.037 0.001 0.058 0.032 0.001 -0.008 -0.001 1.000 0.023 0.004 -0.000 -0.001 0.005 0.007 0.025 | -| p3770_s | 0.189 0.028 0.003 0.000 -0.007 -0.135 -0.030 -0.142 0.000 0.031 -0.001 -0.002 -0.432 -0.015 0.027 0.001 0.023 1.000 0.004 0.008 -0.001 -0.010 0.057 -0.255 | -| p4415_s | -0.005 0.009 0.001 0.000 0.002 0.005 0.019 -0.020 -0.000 0.034 0.000 -0.002 -0.013 -0.004 -0.042 -0.000 0.004 0.004 1.000 0.000 -0.088 -0.008 -0.044 0.003 | -| Dbar_s | -0.000 0.001 0.000 0.000 0.000 0.001 -0.001 0.006 0.000 0.007 0.000 0.015 0.009 -0.000 0.000 -0.000 -0.000 0.008 0.000 1.000 -0.000 0.001 -0.001 0.012 | -| p4415_p | 0.010 -0.002 -0.000 0.000 -0.001 -0.010 -0.004 0.003 -0.000 -0.015 0.000 0.006 0.004 0.001 0.001 -0.001 -0.001 -0.001 -0.088 -0.000 1.000 0.004 -0.008 0.004 | -| bplus_0 | -0.021 0.084 -0.040 0.024 0.001 0.030 -0.949 -0.046 -0.000 -0.026 0.071 0.092 -0.059 0.099 -0.320 -0.223 0.005 -0.010 -0.008 0.001 0.004 1.000 -0.052 0.054 | -| p4160_s | -0.123 0.059 0.009 0.002 0.032 0.202 0.051 -0.027 0.001 -0.054 0.002 -0.071 -0.079 -0.026 -0.114 0.004 0.007 0.057 -0.044 -0.001 -0.008 -0.052 1.000 -0.072 | -| p3770_p | 0.244 0.005 -0.003 -0.001 0.010 -0.112 -0.138 0.283 -0.000 0.091 -0.003 0.112 0.029 -0.005 0.004 -0.001 0.025 -0.255 0.003 0.012 0.004 0.054 -0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.303951622607463}), (, {'error': 0.20414012735205933}), (, {'error': 0.1863332396556734}), (, {'error': 0.274545638465709}), (, {'error': 0.024694480427348522}), (, {'error': 0.12148178238491991}), (, {'error': 0.060355532009659596}), (, {'error': 0.2900931188864453}), (, {'error': 8.957429584909036}), (, {'error': 0.10497906533746315}), (, {'error': 1.2188317730928366}), (, {'error': 0.024282181875173947}), (, {'error': 0.030127166536562555}), (, {'error': 0.9953074040795471}), (, {'error': 0.06729765516295938}), (, {'error': 0.2220678956120602}), (, {'error': 0.019859944473282265}), (, {'error': 0.22485307370134455}), (, {'error': 0.0332225324033464}), (, {'error': 0.020411312975550433}), (, {'error': 0.14439115276420056}), (, {'error': 0.0315589803722659}), (, {'error': 0.14208196769285808}), (, {'error': 0.09335394999368196})]) -Toy 20/25 -Time taken: 2 h, 9 min -Projected time left: 32 min, 15 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1298 (1298 total) | -| EDM = 0.00273 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297315.2988240867 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 5.2 | 1.0 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.49 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.14 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.05 | 0.20 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.70 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | 3.8 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -3.15 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.49 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -4.742 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.30 | 0.45 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.38 | 0.28 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.11 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 20| p4415_p | 3.76 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.364 | 0.024 | | | -2 | 2 | | -| 22| p4160_s | 2.10 | 0.18 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.88 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.015 0.006 -0.001 -0.211 -0.083 -0.450 -0.212 0.128 0.277 -0.040 0.137 0.053 0.000 0.419 0.088 0.270 0.262 -0.056 -0.100 -0.056 0.077 -0.136 0.394 | -| rho_p | 0.015 1.000 0.105 0.018 0.047 0.090 0.050 0.070 -0.003 -0.031 -0.001 -0.029 -0.013 0.053 -0.246 0.004 0.007 -0.011 0.022 0.020 0.026 -0.102 0.070 -0.024 | -| phi_p | 0.006 0.105 1.000 -0.000 0.005 0.014 0.026 -0.001 0.006 0.001 -0.021 -0.000 0.002 0.480 -0.033 -0.008 0.004 0.005 0.002 0.002 0.008 -0.040 0.011 -0.004 | -| omega_p | -0.001 0.018 -0.000 1.000 0.000 -0.000 -0.003 0.000 -0.000 -0.000 -0.070 -0.000 -0.000 -0.001 -0.001 -0.009 -0.000 -0.000 -0.000 0.000 -0.000 0.003 0.000 -0.000 | -| p4040_s | -0.211 0.047 0.005 0.000 1.000 0.214 -0.012 0.238 -0.281 -0.531 -0.001 -0.157 -0.004 -0.022 -0.098 -0.014 -0.054 -0.037 0.161 0.041 -0.259 -0.007 -0.041 -0.211 | -| Ctt | -0.083 0.090 0.014 -0.000 0.214 1.000 0.178 -0.418 0.121 -0.049 0.008 0.003 0.410 -0.043 -0.547 -0.055 -0.246 0.129 0.130 -0.163 0.112 -0.035 0.245 -0.003 | -| bplus_1 | -0.450 0.050 0.026 -0.003 -0.012 0.178 1.000 -0.182 0.083 0.031 -0.186 0.117 0.064 -0.089 -0.220 0.346 -0.211 -0.010 -0.113 -0.055 0.163 -0.875 0.017 -0.169 | -| Dbar_p | -0.212 0.070 -0.001 0.000 0.238 -0.418 -0.182 1.000 -0.519 -0.498 -0.005 -0.573 -0.419 -0.034 -0.124 -0.014 0.218 -0.552 0.142 0.225 -0.311 0.066 0.007 -0.241 | -| p4040_p | 0.128 -0.003 0.006 -0.000 -0.281 0.121 0.083 -0.519 1.000 0.306 -0.000 0.371 0.108 0.000 0.043 -0.001 0.119 0.306 0.001 -0.105 0.238 -0.048 0.283 0.265 | -| p4160_p | 0.277 -0.031 0.001 -0.000 -0.531 -0.049 0.031 -0.498 0.306 1.000 0.002 0.412 0.144 0.015 0.086 0.005 0.249 0.308 -0.116 -0.081 0.401 -0.005 -0.152 0.327 | -| omega_s | -0.040 -0.001 -0.021 -0.070 -0.001 0.008 -0.186 -0.005 -0.000 0.002 1.000 -0.022 0.001 0.064 -0.063 -0.572 -0.015 0.001 -0.006 -0.003 0.005 0.247 0.000 0.003 | -| jpsi_p | 0.137 -0.029 -0.000 -0.000 -0.157 0.003 0.117 -0.573 0.371 0.412 -0.022 1.000 0.290 -0.002 0.212 0.045 0.209 0.415 -0.120 -0.055 0.235 -0.110 -0.041 0.165 | -| psi2s_p | 0.053 -0.013 0.002 -0.000 -0.004 0.410 0.064 -0.419 0.108 0.144 0.001 0.290 1.000 0.005 -0.013 -0.001 0.032 -0.020 -0.018 -0.076 0.096 -0.018 -0.014 0.143 | -| phi_s | 0.000 0.053 0.480 -0.001 -0.022 -0.043 -0.089 -0.034 0.000 0.015 0.064 -0.002 0.005 1.000 0.094 -0.085 0.002 0.006 -0.010 -0.009 -0.013 0.113 -0.032 0.012 | -| bplus_2 | 0.419 -0.246 -0.033 -0.001 -0.098 -0.547 -0.220 -0.124 0.043 0.086 -0.063 0.212 -0.013 0.094 1.000 0.214 0.155 0.136 0.085 -0.013 -0.160 -0.045 -0.126 0.115 | -| rho_s | 0.088 0.004 -0.008 -0.009 -0.014 -0.055 0.346 -0.014 -0.001 0.005 -0.572 0.045 -0.001 -0.085 0.214 1.000 0.033 -0.000 0.007 0.000 -0.023 -0.464 -0.025 0.001 | -| DDstar_s | 0.270 0.007 0.004 -0.000 -0.054 -0.246 -0.211 0.218 0.119 0.249 -0.015 0.209 0.032 0.002 0.155 0.033 1.000 0.082 -0.022 0.025 0.095 0.052 -0.027 0.201 | -| p3770_s | 0.262 -0.011 0.005 -0.000 -0.037 0.129 -0.010 -0.552 0.306 0.308 0.001 0.415 -0.020 0.006 0.136 -0.000 0.082 1.000 -0.054 -0.108 0.176 -0.009 0.020 0.025 | -| p4415_s | -0.056 0.022 0.002 -0.000 0.161 0.130 -0.113 0.142 0.001 -0.116 -0.006 -0.120 -0.018 -0.010 0.085 0.007 -0.022 -0.054 1.000 0.034 -0.174 0.017 0.322 -0.095 | -| Dbar_s | -0.100 0.020 0.002 0.000 0.041 -0.163 -0.055 0.225 -0.105 -0.081 -0.003 -0.055 -0.076 -0.009 -0.013 0.000 0.025 -0.108 0.034 1.000 -0.067 0.013 -0.015 0.028 | -| p4415_p | -0.056 0.026 0.008 -0.000 -0.259 0.112 0.163 -0.311 0.238 0.401 0.005 0.235 0.096 -0.013 -0.160 -0.023 0.095 0.176 -0.174 -0.067 1.000 -0.060 -0.151 0.135 | -| bplus_0 | 0.077 -0.102 -0.040 0.003 -0.007 -0.035 -0.875 0.066 -0.048 -0.005 0.247 -0.110 -0.018 0.113 -0.045 -0.464 0.052 -0.009 0.017 0.013 -0.060 1.000 -0.029 0.089 | -| p4160_s | -0.136 0.070 0.011 0.000 -0.041 0.245 0.017 0.007 0.283 -0.152 0.000 -0.041 -0.014 -0.032 -0.126 -0.025 -0.027 0.020 0.322 -0.015 -0.151 -0.029 1.000 -0.047 | -| p3770_p | 0.394 -0.024 -0.004 -0.000 -0.211 -0.003 -0.169 -0.241 0.265 0.327 0.003 0.165 0.143 0.012 0.115 0.001 0.201 0.025 -0.095 0.028 0.135 0.089 -0.047 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.49176566014447864}), (, {'error': 0.9943545850049187}), (, {'error': 0.17721550406514286}), (, {'error': 0.0736356083742713}), (, {'error': 0.18444873212941282}), (, {'error': 0.1956397836029269}), (, {'error': 0.05387708509126399}), (, {'error': 0.6571382172631779}), (, {'error': 0.18467997669316172}), (, {'error': 0.1260494374968868}), (, {'error': 1.0647502377497982}), (, {'error': 0.03083069478422651}), (, {'error': 0.03598723000477655}), (, {'error': 1.0230376660038836}), (, {'error': 0.07522972602462197}), (, {'error': 0.37405902952009895}), (, {'error': 0.45348534000282104}), (, {'error': 0.2830920135929289}), (, {'error': 0.19838253909284226}), (, {'error': 0.41699400810425474}), (, {'error': 0.20138951697635044}), (, {'error': 0.02355061844484241}), (, {'error': 0.17522188900725222}), (, {'error': 0.12990455047801253})]) -Toy 21/25 -Time taken: 2 h, 16 min -Projected time left: 26 min -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1354 (1354 total) | -| EDM = 2.94E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297518.06330335257 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.34 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 1.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.09 | 0.48 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.81 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.44 | 0.22 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.92 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.34 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 4 | 4 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.680 | 0.026 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 20.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.18 | 0.10 | | | -2 | 2 | | -| 15| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.492 | 0.022 | | | -2 | 2 | | -| 22| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.64 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.028 0.023 -0.041 -0.159 -0.097 0.365 -0.114 0.094 0.206 -0.056 0.152 -0.025 0.023 -0.282 0.087 0.037 0.152 -0.063 0.002 -0.041 0.041 -0.086 0.257 | -| rho_p | -0.028 1.000 -0.359 0.148 0.060 0.118 0.050 0.016 0.004 -0.015 0.376 -0.108 -0.001 -0.153 0.289 -0.029 -0.000 0.017 0.024 0.001 0.054 -0.051 0.076 -0.026 | -| phi_p | 0.023 -0.359 1.000 -0.195 -0.023 -0.038 -0.041 0.003 -0.005 0.004 -0.282 0.047 -0.000 0.322 -0.110 0.187 0.002 -0.006 -0.007 0.001 -0.023 0.050 -0.028 0.017 | -| omega_p | -0.041 0.148 -0.195 1.000 0.009 0.019 0.096 -0.018 0.001 -0.006 0.768 -0.055 -0.005 -0.019 0.066 -0.432 -0.000 -0.006 -0.005 0.000 0.015 -0.137 0.008 -0.024 | -| p4040_s | -0.159 0.060 -0.023 0.009 1.000 0.363 -0.012 -0.102 -0.250 -0.565 0.015 -0.021 -0.005 -0.035 0.132 -0.005 0.002 0.089 0.165 -0.002 -0.236 0.016 0.083 -0.174 | -| Ctt | -0.097 0.118 -0.038 0.019 0.363 1.000 -0.175 -0.328 -0.281 -0.401 0.034 0.235 0.203 -0.058 0.694 -0.025 -0.005 -0.172 0.220 0.001 -0.050 -0.011 0.272 -0.238 | -| bplus_1 | 0.365 0.050 -0.041 0.096 -0.012 -0.175 1.000 0.181 -0.014 0.002 0.131 0.043 0.015 0.012 -0.305 -0.181 0.003 0.063 0.082 0.001 -0.122 -0.821 -0.008 0.119 | -| Dbar_p | -0.114 0.016 0.003 -0.018 -0.102 -0.328 0.181 1.000 -0.075 0.017 -0.023 0.206 -0.040 -0.006 -0.091 0.045 0.005 -0.048 0.005 0.024 -0.099 0.040 -0.086 0.318 | -| p4040_p | 0.094 0.004 -0.005 0.001 -0.250 -0.281 -0.014 -0.075 1.000 0.255 0.002 -0.099 -0.224 -0.009 -0.050 -0.003 0.028 -0.052 0.009 0.021 0.146 0.011 0.296 0.159 | -| p4160_p | 0.206 -0.015 0.004 -0.006 -0.565 -0.401 0.002 0.017 0.255 1.000 -0.009 -0.041 -0.155 0.002 -0.080 0.007 0.049 -0.000 -0.059 0.032 0.290 0.014 -0.182 0.226 | -| omega_s | -0.056 0.376 -0.282 0.768 0.015 0.034 0.131 -0.023 0.002 -0.009 1.000 -0.075 -0.007 -0.043 0.105 -0.648 -0.001 -0.008 -0.004 -0.000 0.024 -0.186 0.015 -0.033 | -| jpsi_p | 0.152 -0.108 0.047 -0.055 -0.021 0.235 0.043 0.206 -0.099 -0.041 -0.075 1.000 -0.020 0.046 0.120 0.055 0.060 -0.046 -0.017 0.050 -0.026 -0.028 -0.032 0.064 | -| psi2s_p | -0.025 -0.001 -0.000 -0.005 -0.005 0.203 0.015 -0.040 -0.224 -0.155 -0.007 -0.020 1.000 -0.003 0.011 0.007 0.027 -0.435 0.012 0.028 -0.100 -0.005 -0.071 0.009 | -| phi_s | 0.023 -0.153 0.322 -0.019 -0.035 -0.058 0.012 -0.006 -0.009 0.002 -0.043 0.046 -0.003 1.000 -0.154 -0.011 0.001 -0.018 -0.014 -0.000 -0.033 -0.012 -0.045 0.013 | -| bplus_2 | -0.282 0.289 -0.110 0.066 0.132 0.694 -0.305 -0.091 -0.050 -0.080 0.105 0.120 0.011 -0.154 1.000 -0.073 0.001 -0.108 -0.024 0.002 0.206 -0.017 0.157 -0.115 | -| rho_s | 0.087 -0.029 0.187 -0.432 -0.005 -0.025 -0.181 0.045 -0.003 0.007 -0.648 0.055 0.007 -0.011 -0.073 1.000 0.001 0.017 0.016 0.001 -0.023 0.283 -0.000 0.042 | -| DDstar_s | 0.037 -0.000 0.002 -0.000 0.002 -0.005 0.003 0.005 0.028 0.049 -0.001 0.060 0.027 0.001 0.001 0.001 1.000 0.028 -0.001 -0.002 0.027 0.001 0.007 0.027 | -| p3770_s | 0.152 0.017 -0.006 -0.006 0.089 -0.172 0.063 -0.048 -0.052 -0.000 -0.008 -0.046 -0.435 -0.018 -0.108 0.017 0.028 1.000 0.002 0.028 -0.019 0.045 0.004 -0.231 | -| p4415_s | -0.063 0.024 -0.007 -0.005 0.165 0.220 0.082 0.005 0.009 -0.059 -0.004 -0.017 0.012 -0.014 -0.024 0.016 -0.001 0.002 1.000 -0.000 -0.153 0.024 0.305 -0.076 | -| Dbar_s | 0.002 0.001 0.001 0.000 -0.002 0.001 0.001 0.024 0.021 0.032 -0.000 0.050 0.028 -0.000 0.002 0.001 -0.002 0.028 -0.000 1.000 0.014 0.001 0.002 0.035 | -| p4415_p | -0.041 0.054 -0.023 0.015 -0.236 -0.050 -0.122 -0.099 0.146 0.290 0.024 -0.026 -0.100 -0.033 0.206 -0.023 0.027 -0.019 -0.153 0.014 1.000 0.003 -0.214 0.053 | -| bplus_0 | 0.041 -0.051 0.050 -0.137 0.016 -0.011 -0.821 0.040 0.011 0.014 -0.186 -0.028 -0.005 -0.012 -0.017 0.283 0.001 0.045 0.024 0.001 0.003 1.000 0.035 0.042 | -| p4160_s | -0.086 0.076 -0.028 0.008 0.083 0.272 -0.008 -0.086 0.296 -0.182 0.015 -0.032 -0.071 -0.045 0.157 -0.000 0.007 0.004 0.305 0.002 -0.214 0.035 1.000 -0.074 | -| p3770_p | 0.257 -0.026 0.017 -0.024 -0.174 -0.238 0.119 0.318 0.159 0.226 -0.033 0.064 0.009 0.013 -0.115 0.042 0.027 -0.231 -0.076 0.035 0.053 0.042 -0.074 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33761414166060444}), (, {'error': 0.27543911082799566}), (, {'error': 0.1264033389461483}), (, {'error': 0.4756911255613163}), (, {'error': 0.17653485900992155}), (, {'error': 0.2204344494155937}), (, {'error': 0.045287908203626825}), (, {'error': 0.3186424290622569}), (, {'error': 0.22971373071661838}), (, {'error': 0.09765570682090008}), (, {'error': 3.6296802426908332}), (, {'error': 0.02640003230061838}), (, {'error': 0.03169380535787791}), (, {'error': 0.8448333164747162}), (, {'error': 0.09504819648811136}), (, {'error': 0.37012606005093207}), (, {'error': 0.02238480982363872}), (, {'error': 0.2298176063961319}), (, {'error': 0.19124719989433442}), (, {'error': 0.01801580959217136}), (, {'error': 0.19947233191802471}), (, {'error': 0.0219088806263521}), (, {'error': 0.16731135810660058}), (, {'error': 0.10790795553594013})]) -Toy 22/25 -Time taken: 2 h, 24 min -Projected time left: 19 min, 42 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1359 (1359 total) | -| EDM = 0.000702 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297257.6596881198 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.25 | 0.35 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.20 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.46 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 4.06 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 4.670 | 0.027 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 17.0 | 1.5 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.26 | 0.08 | | | -2 | 2 | | -| 15| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.03 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 20| p4415_p | -2.13 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.454 | 0.019 | | | -2 | 2 | | -| 22| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | 3.64 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.014 0.007 -0.021 -0.125 -0.097 0.376 -0.113 0.206 0.275 -0.037 0.264 0.042 0.009 -0.261 0.075 0.034 0.208 -0.041 -0.003 0.032 0.013 -0.078 0.289 | -| rho_p | -0.014 1.000 -0.049 0.062 0.062 0.113 0.037 0.024 -0.002 -0.011 0.224 -0.098 -0.002 -0.009 0.281 0.137 0.000 0.019 0.019 0.001 0.054 -0.024 0.074 -0.016 | -| phi_p | 0.007 -0.049 1.000 0.009 -0.010 -0.015 -0.006 -0.001 -0.005 -0.003 -0.047 -0.017 -0.006 0.850 -0.041 0.039 0.001 -0.007 -0.002 0.001 -0.012 0.009 -0.012 0.001 | -| omega_p | -0.021 0.062 0.009 1.000 0.006 0.011 0.059 -0.008 -0.004 -0.006 0.769 -0.045 -0.006 0.043 0.047 -0.046 0.001 -0.005 -0.003 0.001 0.007 -0.079 0.006 -0.016 | -| p4040_s | -0.125 0.062 -0.010 0.006 1.000 0.338 -0.005 -0.118 -0.244 -0.544 0.008 -0.060 -0.054 -0.021 0.125 0.006 0.010 0.073 0.195 0.002 -0.220 0.022 0.120 -0.156 | -| Ctt | -0.097 0.113 -0.015 0.011 0.338 1.000 -0.174 -0.322 -0.345 -0.392 0.017 0.173 0.176 -0.033 0.688 -0.008 -0.001 -0.197 0.210 0.008 -0.044 -0.011 0.267 -0.247 | -| bplus_1 | 0.376 0.037 -0.006 0.059 -0.005 -0.174 1.000 0.195 0.036 0.033 0.102 0.118 0.053 0.013 -0.277 -0.174 -0.008 0.093 0.111 -0.004 -0.083 -0.825 -0.003 0.148 | -| Dbar_p | -0.113 0.024 -0.001 -0.008 -0.118 -0.322 0.195 1.000 -0.008 0.037 -0.016 0.244 -0.008 -0.006 -0.083 0.045 0.004 -0.009 0.023 0.023 -0.082 0.028 -0.091 0.351 | -| p4040_p | 0.206 -0.002 -0.005 -0.004 -0.244 -0.345 0.036 -0.008 1.000 0.307 -0.006 -0.036 -0.203 -0.006 -0.097 0.009 0.035 -0.019 -0.029 0.028 0.173 0.020 0.249 0.224 | -| p4160_p | 0.275 -0.011 -0.003 -0.006 -0.544 -0.392 0.033 0.037 0.307 1.000 -0.009 0.028 -0.124 -0.003 -0.085 0.011 0.047 0.035 -0.082 0.030 0.303 0.016 -0.184 0.250 | -| omega_s | -0.037 0.224 -0.047 0.769 0.008 0.017 0.102 -0.016 -0.006 -0.009 1.000 -0.060 -0.009 0.009 0.068 -0.336 0.001 -0.009 -0.007 0.001 0.010 -0.141 0.007 -0.025 | -| jpsi_p | 0.264 -0.098 -0.017 -0.045 -0.060 0.173 0.118 0.244 -0.036 0.028 -0.060 1.000 -0.005 -0.005 0.061 0.040 0.064 -0.000 -0.022 0.051 -0.015 -0.048 -0.056 0.130 | -| psi2s_p | 0.042 -0.002 -0.006 -0.006 -0.054 0.176 0.053 -0.008 -0.203 -0.124 -0.009 -0.005 1.000 -0.006 -0.018 0.012 0.032 -0.422 0.017 0.031 -0.106 -0.005 -0.085 0.038 | -| phi_s | 0.009 -0.009 0.850 0.043 -0.021 -0.033 0.013 -0.006 -0.006 -0.003 0.009 -0.005 -0.006 1.000 -0.084 0.004 0.001 -0.014 -0.006 0.000 -0.021 -0.015 -0.025 0.001 | -| bplus_2 | -0.261 0.281 -0.041 0.047 0.125 0.688 -0.277 -0.083 -0.097 -0.085 0.068 0.061 -0.018 -0.084 1.000 -0.036 0.010 -0.122 -0.061 0.006 0.181 -0.036 0.150 -0.118 | -| rho_s | 0.075 0.137 0.039 -0.046 0.006 -0.008 -0.174 0.045 0.009 0.011 -0.336 0.040 0.012 0.004 -0.036 1.000 -0.001 0.024 0.022 -0.000 -0.004 0.276 0.011 0.040 | -| DDstar_s | 0.034 0.000 0.001 0.001 0.010 -0.001 -0.008 0.004 0.035 0.047 0.001 0.064 0.032 0.001 0.010 -0.001 1.000 0.028 0.000 -0.002 0.038 0.000 0.011 0.023 | -| p3770_s | 0.208 0.019 -0.007 -0.005 0.073 -0.197 0.093 -0.009 -0.019 0.035 -0.009 -0.000 -0.422 -0.014 -0.122 0.024 0.028 1.000 0.006 0.031 -0.003 0.046 -0.002 -0.177 | -| p4415_s | -0.041 0.019 -0.002 -0.003 0.195 0.210 0.111 0.023 -0.029 -0.082 -0.007 -0.022 0.017 -0.006 -0.061 0.022 0.000 0.006 1.000 -0.000 -0.160 0.019 0.324 -0.069 | -| Dbar_s | -0.003 0.001 0.001 0.001 0.002 0.008 -0.004 0.023 0.028 0.030 0.001 0.051 0.031 0.000 0.006 -0.000 -0.002 0.031 -0.000 1.000 0.019 0.001 0.004 0.033 | -| p4415_p | 0.032 0.054 -0.012 0.007 -0.220 -0.044 -0.083 -0.082 0.173 0.303 0.010 -0.015 -0.106 -0.021 0.181 -0.004 0.038 -0.003 -0.160 0.019 1.000 0.018 -0.188 0.072 | -| bplus_0 | 0.013 -0.024 0.009 -0.079 0.022 -0.011 -0.825 0.028 0.020 0.016 -0.141 -0.048 -0.005 -0.015 -0.036 0.276 0.000 0.046 0.019 0.001 0.018 1.000 0.035 0.034 | -| p4160_s | -0.078 0.074 -0.012 0.006 0.120 0.267 -0.003 -0.091 0.249 -0.184 0.007 -0.056 -0.085 -0.025 0.150 0.011 0.011 -0.002 0.324 0.004 -0.188 0.035 1.000 -0.077 | -| p3770_p | 0.289 -0.016 0.001 -0.016 -0.156 -0.247 0.148 0.351 0.224 0.250 -0.025 0.130 0.038 0.001 -0.118 0.040 0.023 -0.177 -0.069 0.033 0.072 0.034 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35142782601542644}), (, {'error': 0.3244981976110237}), (, {'error': 0.3455352696908909}), (, {'error': 0.3905127965836237}), (, {'error': 0.16565558714465123}), (, {'error': 0.21419346552320545}), (, {'error': 0.04003421061268342}), (, {'error': 0.3241987047331474}), (, {'error': 0.1615364548912499}), (, {'error': 0.10597798021363136}), (, {'error': 1.5477528802498952}), (, {'error': 0.02725935446215999}), (, {'error': 0.03171593574106879}), (, {'error': 1.4956194515797803}), (, {'error': 0.08435549183329782}), (, {'error': 0.3216068460231192}), (, {'error': 0.023685935535969704}), (, {'error': 0.23014017698221445}), (, {'error': 0.19106507613885115}), (, {'error': 0.019526813228941425}), (, {'error': 0.1656334487273181}), (, {'error': 0.01918575346948881}), (, {'error': 0.16768601903231406}), (, {'error': 0.10948525671913334})]) -Toy 23/25 -Time taken: 2 h, 32 min -Projected time left: 13 min, 16 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1165 (1165 total) | -| EDM = 4.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297240.1326030003 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | -6.14 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.75 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.31 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Ctt | -0.23 | 0.21 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | -0.94 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | -4.41 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.33 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.08 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 8.3 | 1.6 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | -1.638 | 0.026 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 19.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | -0.12 | 0.10 | | | -2 | 2 | | -| 15| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 17| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 20| p4415_p | -2.33 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.502 | 0.022 | | | -2 | 2 | | -| 22| p4160_s | 2.55 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.75 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.039 0.010 0.017 -0.123 -0.102 0.360 -0.101 0.141 0.212 0.004 0.143 -0.016 0.018 -0.272 0.041 0.031 0.149 -0.005 0.002 -0.035 0.032 -0.063 0.261 | -| rho_p | -0.039 1.000 -0.329 -0.118 0.060 0.121 0.072 0.009 0.003 -0.010 0.042 -0.119 -0.003 -0.162 0.301 0.371 -0.000 0.024 -0.003 0.001 0.064 -0.086 0.076 -0.028 | -| phi_p | 0.010 -0.329 1.000 -0.029 -0.023 -0.035 -0.012 -0.005 -0.005 0.000 -0.085 0.036 -0.002 0.568 -0.107 -0.175 0.001 -0.013 -0.001 0.000 -0.025 0.005 -0.030 0.008 | -| omega_p | 0.017 -0.118 -0.029 1.000 -0.008 -0.018 -0.041 0.006 -0.006 -0.004 0.849 -0.014 -0.005 0.035 -0.046 0.322 0.001 -0.005 0.005 0.000 -0.014 0.060 -0.009 0.005 | -| p4040_s | -0.123 0.060 -0.023 -0.008 1.000 0.337 0.006 -0.089 -0.242 -0.550 -0.009 -0.023 -0.016 -0.034 0.110 0.038 0.004 0.109 0.209 -0.001 -0.205 0.023 0.097 -0.141 | -| Ctt | -0.102 0.121 -0.035 -0.018 0.337 1.000 -0.170 -0.322 -0.313 -0.389 -0.014 0.227 0.216 -0.052 0.677 0.054 -0.003 -0.127 0.175 0.003 -0.014 -0.010 0.259 -0.235 | -| bplus_1 | 0.360 0.072 -0.012 -0.041 0.006 -0.170 1.000 0.185 0.003 -0.004 -0.004 0.048 0.020 0.012 -0.326 -0.096 0.000 0.056 0.133 0.000 -0.094 -0.830 0.007 0.116 | -| Dbar_p | -0.101 0.009 -0.005 0.006 -0.089 -0.322 0.185 1.000 -0.045 0.013 -0.002 0.186 -0.043 -0.007 -0.082 0.041 0.005 -0.052 0.052 0.021 -0.097 0.035 -0.072 0.307 | -| p4040_p | 0.141 0.003 -0.005 -0.006 -0.242 -0.313 0.003 -0.045 1.000 0.270 -0.007 -0.089 -0.224 -0.010 -0.059 0.003 0.031 -0.070 -0.029 0.024 0.164 0.019 0.272 0.183 | -| p4160_p | 0.212 -0.010 0.000 -0.004 -0.550 -0.389 -0.004 0.013 0.270 1.000 -0.006 -0.037 -0.153 -0.002 -0.055 -0.004 0.045 -0.025 -0.119 0.029 0.297 0.016 -0.185 0.221 | -| omega_s | 0.004 0.042 -0.085 0.849 -0.009 -0.014 -0.004 -0.002 -0.007 -0.006 1.000 -0.021 -0.007 0.022 -0.039 0.125 0.000 -0.009 0.001 0.000 -0.013 0.006 -0.011 -0.002 | -| jpsi_p | 0.143 -0.119 0.036 -0.014 -0.023 0.227 0.048 0.186 -0.089 -0.037 -0.021 1.000 -0.026 0.044 0.100 -0.057 0.053 -0.033 -0.012 0.044 -0.036 -0.046 -0.036 0.044 | -| psi2s_p | -0.016 -0.003 -0.002 -0.005 -0.016 0.216 0.020 -0.043 -0.224 -0.153 -0.007 -0.026 1.000 -0.003 0.009 0.001 0.023 -0.402 0.037 0.023 -0.107 -0.005 -0.070 -0.005 | -| phi_s | 0.018 -0.162 0.568 0.035 -0.034 -0.052 0.012 -0.007 -0.010 -0.002 0.022 0.044 -0.003 1.000 -0.151 -0.118 0.001 -0.022 -0.001 -0.000 -0.037 -0.018 -0.043 0.008 | -| bplus_2 | -0.272 0.301 -0.107 -0.046 0.110 0.677 -0.326 -0.082 -0.059 -0.055 -0.039 0.100 0.009 -0.151 1.000 0.143 0.004 -0.070 -0.120 0.004 0.195 0.027 0.141 -0.104 | -| rho_s | 0.041 0.371 -0.175 0.322 0.038 0.054 -0.096 0.041 0.003 -0.004 0.125 -0.057 0.001 -0.118 0.143 1.000 0.001 0.026 0.019 0.001 0.027 0.168 0.051 0.011 | -| DDstar_s | 0.031 -0.000 0.001 0.001 0.004 -0.003 0.000 0.005 0.031 0.045 0.000 0.053 0.023 0.001 0.004 0.001 1.000 0.022 -0.001 -0.001 0.030 0.001 0.007 0.025 | -| p3770_s | 0.149 0.024 -0.013 -0.005 0.109 -0.127 0.056 -0.052 -0.070 -0.025 -0.009 -0.033 -0.402 -0.022 -0.070 0.026 0.022 1.000 0.032 0.022 -0.019 0.047 0.023 -0.256 | -| p4415_s | -0.005 -0.003 -0.001 0.005 0.209 0.175 0.133 0.052 -0.029 -0.119 0.001 -0.012 0.037 -0.001 -0.120 0.019 -0.001 0.032 1.000 -0.001 -0.193 0.023 0.342 -0.058 | -| Dbar_s | 0.002 0.001 0.000 0.000 -0.001 0.003 0.000 0.021 0.024 0.029 0.000 0.044 0.023 -0.000 0.004 0.001 -0.001 0.022 -0.001 1.000 0.015 0.001 0.002 0.033 | -| p4415_p | -0.035 0.064 -0.025 -0.014 -0.205 -0.014 -0.094 -0.097 0.164 0.297 -0.013 -0.036 -0.107 -0.037 0.195 0.027 0.030 -0.019 -0.193 0.015 1.000 0.016 -0.150 0.047 | -| bplus_0 | 0.032 -0.086 0.005 0.060 0.023 -0.010 -0.830 0.035 0.019 0.016 0.006 -0.046 -0.005 -0.018 0.027 0.168 0.001 0.047 0.023 0.001 0.016 1.000 0.040 0.040 | -| p4160_s | -0.063 0.076 -0.030 -0.009 0.097 0.259 0.007 -0.072 0.272 -0.185 -0.011 -0.036 -0.070 -0.043 0.141 0.051 0.007 0.023 0.342 0.002 -0.150 0.040 1.000 -0.062 | -| p3770_p | 0.261 -0.028 0.008 0.005 -0.141 -0.235 0.116 0.307 0.183 0.221 -0.002 0.044 -0.005 0.008 -0.104 0.011 0.025 -0.256 -0.058 0.033 0.047 0.040 -0.062 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.32096401986617273}), (, {'error': 0.30786905905568673}), (, {'error': 0.17478163626635101}), (, {'error': 0.47030418968015386}), (, {'error': 0.16735624061251175}), (, {'error': 0.20853260024190245}), (, {'error': 0.0460287024898296}), (, {'error': 0.3050067115908073}), (, {'error': 0.14668618426787883}), (, {'error': 0.09085909617192023}), (, {'error': 1.6294874368954866}), (, {'error': 0.025943362704257567}), (, {'error': 0.03183572155854897}), (, {'error': 0.9509640387332752}), (, {'error': 0.09519212028426915}), (, {'error': 0.37984594730007665}), (, {'error': 0.019816712536579684}), (, {'error': 0.2309945804688942}), (, {'error': 0.1917156786010703}), (, {'error': 0.015623934548033652}), (, {'error': 0.15668448662875334}), (, {'error': 0.022248607314830027}), (, {'error': 0.16710924702354113}), (, {'error': 0.09684497356555255})]) -Toy 24/25 -Time taken: 2 h, 40 min -Projected time left: 6 min, 40 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1334 (1334 total) | -| EDM = 0.000192 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297227.04562083015 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.2 | 0.9 | | |-6.28319 | 6.28319 | | -| 1 | rho_p | 0.06 | 0.44 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.53 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.18 | 0.34 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.26 | 0.20 | | |0.00501244| 2.01499 | | -| 5 | Ctt | 0.06 | 0.22 | | | -1.5 | 1.5 | | -| 6 | bplus_1 | 0.83 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | -0.14 | 1.28 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.52 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.30 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.3 | 1.5 | | | 4.19232 | 9.40768 | | -| 11| jpsi_p | 1.60 | 0.05 | | |-6.28319 | 6.28319 | | -| 12| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| phi_s | 20.6 | 1.4 | | | 14.8182 | 23.5818 | | -| 14| bplus_2 | 0.27 | 0.10 | | | -2 | 2 | | -| 15| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 16| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 17| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.27 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 20| p4415_p | 4.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.433 | 0.019 | | | -2 | 2 | | -| 22| p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p3770_p | -2.92 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_p phi_p omega_p p4040_s Ctt bplus_1 Dbar_p p4040_p p4160_p omega_s jpsi_p psi2s_p phi_s bplus_2 rho_s DDstar_s p3770_s p4415_s Dbar_s p4415_p bplus_0 p4160_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.162 0.045 -0.029 -0.523 0.500 -0.358 -0.742 0.626 0.626 -0.081 0.527 0.503 0.030 0.645 0.108 0.328 0.671 -0.318 -0.819 0.266 -0.306 -0.274 0.667 | -| rho_p | -0.162 1.000 -0.212 0.072 0.104 -0.004 -0.062 0.126 -0.093 -0.098 0.351 -0.095 -0.082 -0.128 -0.303 0.086 -0.074 -0.099 0.047 0.125 -0.007 0.189 0.085 -0.116 | -| phi_p | 0.045 -0.212 1.000 -0.034 -0.036 0.018 0.005 -0.053 0.040 0.043 -0.101 0.033 0.036 0.783 0.082 -0.048 0.014 0.041 -0.021 -0.049 0.016 -0.021 -0.026 0.044 | -| omega_p | -0.029 0.072 -0.034 1.000 0.011 0.004 -0.021 0.007 -0.003 -0.003 0.732 -0.006 -0.002 0.010 -0.046 -0.090 -0.021 -0.005 0.001 0.007 0.011 0.056 0.011 -0.012 | -| p4040_s | -0.523 0.104 -0.036 0.011 1.000 -0.087 0.133 0.530 -0.533 -0.657 0.026 -0.436 -0.356 -0.048 -0.386 -0.006 -0.148 -0.397 0.303 0.487 -0.397 0.097 0.155 -0.494 | -| Ctt | 0.500 -0.004 0.018 0.004 -0.087 1.000 -0.030 -0.504 0.399 0.346 -0.009 0.324 0.550 0.002 -0.011 0.034 0.053 0.460 -0.052 -0.655 0.258 -0.063 0.060 0.357 | -| bplus_1 | -0.358 -0.062 0.005 -0.021 0.133 -0.030 1.000 0.171 -0.113 -0.108 -0.058 -0.082 -0.085 -0.035 -0.287 0.079 -0.224 -0.154 0.010 0.143 0.053 -0.600 0.078 -0.209 | -| Dbar_p | -0.742 0.126 -0.053 0.007 0.530 -0.504 0.171 1.000 -0.852 -0.861 0.030 -0.879 -0.752 -0.059 -0.603 -0.019 -0.062 -0.855 0.345 0.864 -0.541 0.175 0.236 -0.831 | -| p4040_p | 0.626 -0.093 0.040 -0.003 -0.533 0.399 -0.113 -0.852 1.000 0.781 -0.017 0.766 0.601 0.047 0.492 0.004 0.136 0.729 -0.275 -0.792 0.538 -0.125 -0.034 0.737 | -| p4160_p | 0.626 -0.098 0.043 -0.003 -0.657 0.346 -0.108 -0.861 0.781 1.000 -0.016 0.784 0.625 0.053 0.486 -0.004 0.163 0.735 -0.305 -0.776 0.609 -0.111 -0.261 0.748 | -| omega_s | -0.081 0.351 -0.101 0.732 0.026 -0.009 -0.058 0.030 -0.017 -0.016 1.000 -0.020 -0.014 -0.020 -0.083 -0.297 -0.054 -0.025 0.001 0.024 0.016 0.161 0.017 -0.038 | -| jpsi_p | 0.527 -0.095 0.033 -0.006 -0.436 0.324 -0.082 -0.879 0.766 0.784 -0.020 1.000 0.692 0.038 0.535 -0.002 0.079 0.769 -0.307 -0.732 0.529 -0.137 -0.200 0.709 | -| psi2s_p | 0.503 -0.082 0.036 -0.002 -0.356 0.550 -0.085 -0.752 0.601 0.625 -0.014 0.692 1.000 0.044 0.403 -0.001 0.067 0.546 -0.239 -0.688 0.409 -0.097 -0.176 0.611 | -| phi_s | 0.030 -0.128 0.783 0.010 -0.048 0.002 -0.035 -0.059 0.047 0.053 -0.020 0.038 0.044 1.000 0.118 -0.094 -0.004 0.043 -0.034 -0.064 0.023 0.059 -0.043 0.044 | -| bplus_2 | 0.645 -0.303 0.082 -0.046 -0.386 -0.011 -0.287 -0.603 0.492 0.486 -0.083 0.535 0.403 0.118 1.000 0.002 0.234 0.532 -0.167 -0.568 0.150 -0.292 -0.242 0.510 | -| rho_s | 0.108 0.086 -0.048 -0.090 -0.006 0.034 0.079 -0.019 0.004 -0.004 -0.297 -0.002 -0.001 -0.094 0.002 1.000 0.085 0.018 0.020 -0.002 -0.027 -0.267 0.010 0.033 | -| DDstar_s | 0.328 -0.074 0.014 -0.021 -0.148 0.053 -0.224 -0.062 0.136 0.163 -0.054 0.079 0.067 -0.004 0.234 0.085 1.000 0.136 -0.090 -0.165 0.040 -0.172 -0.090 0.167 | -| p3770_s | 0.671 -0.099 0.041 -0.005 -0.397 0.460 -0.154 -0.855 0.729 0.735 -0.025 0.769 0.546 0.043 0.532 0.018 0.136 1.000 -0.289 -0.811 0.471 -0.153 -0.179 0.625 | -| p4415_s | -0.318 0.047 -0.021 0.001 0.303 -0.052 0.010 0.345 -0.275 -0.305 0.001 -0.307 -0.239 -0.034 -0.167 0.020 -0.090 -0.289 1.000 0.338 -0.264 0.011 0.350 -0.312 | -| Dbar_s | -0.819 0.125 -0.049 0.007 0.487 -0.655 0.143 0.864 -0.792 -0.776 0.024 -0.732 -0.688 -0.064 -0.568 -0.002 -0.165 -0.811 0.338 1.000 -0.495 0.139 0.197 -0.679 | -| p4415_p | 0.266 -0.007 0.016 0.011 -0.397 0.258 0.053 -0.541 0.538 0.609 0.016 0.529 0.409 0.023 0.150 -0.027 0.040 0.471 -0.264 -0.495 1.000 -0.004 -0.236 0.459 | -| bplus_0 | -0.306 0.189 -0.021 0.056 0.097 -0.063 -0.600 0.175 -0.125 -0.111 0.161 -0.137 -0.097 0.059 -0.292 -0.267 -0.172 -0.153 0.011 0.139 -0.004 1.000 0.038 -0.163 | -| p4160_s | -0.274 0.085 -0.026 0.011 0.155 0.060 0.078 0.236 -0.034 -0.261 0.017 -0.200 -0.176 -0.043 -0.242 0.010 -0.090 -0.179 0.350 0.197 -0.236 0.038 1.000 -0.219 | -| p3770_p | 0.667 -0.116 0.044 -0.012 -0.494 0.357 -0.209 -0.831 0.737 0.748 -0.038 0.709 0.611 0.044 0.510 0.033 0.167 0.625 -0.312 -0.679 0.459 -0.163 -0.219 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.898180631003459}), (, {'error': 0.4406413870346295}), (, {'error': 0.26004950120342407}), (, {'error': 0.3374971396054214}), (, {'error': 0.20289640891149485}), (, {'error': 0.2189726244086997}), (, {'error': 0.037128490522452706}), (, {'error': 1.2792720720015183}), (, {'error': 0.27843645633196257}), (, {'error': 0.20359924987969324}), (, {'error': 1.4570851042267634}), (, {'error': 0.05321323543442524}), (, {'error': 0.049187208056292064}), (, {'error': 1.353278612527859}), (, {'error': 0.10116004087743291}), (, {'error': 0.36267915280108076}), (, {'error': 0.41345463459581794}), (, {'error': 0.448209352230174}), (, {'error': 0.20002773508695892}), (, {'error': 0.4171542182798865}), (, {'error': 0.21033540912251247}), (, {'error': 0.018610962770803652}), (, {'error': 0.17328682585951005}), (, {'error': 0.21337354637041628})]) -Toy 25/25 -Time taken: 2 h, 48 min -Projected time left: -24/25 fits converged -Mean Ctt value = -0.6255049604740971 -Mean Ctt error = 0.19663860949133735 -95 Sensitivy = 0.000324800639038568 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247848.out b/finished fits/ff1data1/slurm-2247848.out deleted file mode 100644 index aadf7c2..0000000 --- a/finished fits/ff1data1/slurm-2247848.out +++ /dev/null @@ -1,5753 +0,0 @@ -Simulation starting -2019-09-05 12:20:50.041354: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 12:20:50.456894: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 12:20:50.458492: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 12:20:50.473129: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 12:20:50.484924: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 12:20:50.522256: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 12:20:50.534872: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 12:20:50.544360: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 12:20:50.590232: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 12:20:50.598956: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 12:20:50.600899: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 12:20:50.634468: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600175000 Hz -2019-09-05 12:20:50.634974: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x565306e4c1b0 executing computations on platform Host. Devices: -2019-09-05 12:20:50.635018: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 12:20:50.638945: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 12:20:50.639248: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 12:20:50.639283: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 12:20:50.639313: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 12:20:50.639343: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 12:20:50.639372: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 12:20:50.639400: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 12:20:50.639429: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 12:20:50.647677: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 12:20:50.648053: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 12:20:50.959369: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 12:20:50.959487: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 12:20:50.959508: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 12:20:50.970635: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:95:00.0, compute capability: 3.7) -2019-09-05 12:20:50.974828: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5653073a8780 executing computations on platform CUDA. Devices: -2019-09-05 12:20:50.974972: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 12:20:56.102852 140712098612992 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 12:20:56.218111 140712098612992 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 12:20:57.317565 140712098612992 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 12:21:38.210551: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 12:21:50.665386 140712098612992 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322365.8138631 Edm = 47.6937 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322365.8138631 Edm = 47.6937 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306871.9983913 Edm = 27.986 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299632.8027072 Edm = 10194.8 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299431.4999784 Edm = 192.446 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299399.4067449 Edm = 1.97053 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298914.6643406 Edm = 211.963 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298352.6913408 Edm = 27.1146 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298328.274368 Edm = 3.81498 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298322.3856491 Edm = 3.81113 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297826.8529906 Edm = 99.5111 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297721.2069425 Edm = 0.21686 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297720.6567052 Edm = 0.11385 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297720.0708598 Edm = 0.351118 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297707.4887698 Edm = 18.8012 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297689.5296472 Edm = 14.5588 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297564.3083282 Edm = 0.529126 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297563.5196403 Edm = 0.0825806 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297563.3760709 Edm = 0.00864347 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297563.3304709 Edm = 0.041175 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297560.6620706 Edm = 2.76938 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297560.5913797 Edm = 0.0638456 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297547.418194 Edm = 1.11055 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297500.3716616 Edm = 26.6769 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297479.7619554 Edm = 21.6633 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297474.3859699 Edm = 0.422546 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297473.5000967 Edm = 0.26459 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297472.7493188 Edm = 0.0353274 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297472.6960971 Edm = 0.0101654 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297472.6785168 Edm = 0.00724757 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297472.5371503 Edm = 0.103082 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297470.8457323 Edm = 1.51034 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297427.4128672 Edm = 13.8498 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297418.6768951 Edm = 7.46476 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297414.1747846 Edm = 1.24251 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297412.3035313 Edm = 0.219735 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297412.0587359 Edm = 0.00588741 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297412.0481538 Edm = 0.00371273 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297411.9406144 Edm = 0.0849043 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297393.9084264 Edm = 8.89869 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297387.2893734 Edm = 9.78732 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297379.7807401 Edm = 0.2717 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297379.4381986 Edm = 0.0357056 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297379.3763753 Edm = 0.0147581 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297379.3440578 Edm = 0.00193913 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297379.3378582 Edm = 0.00423645 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297378.7407145 Edm = 0.551724 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297378.7093418 Edm = 0.0277614 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297372.1712473 Edm = 0.879868 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297360.5643524 Edm = 2.28167 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297358.0699731 Edm = 0.802317 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297357.0190946 Edm = 0.083394 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297356.9195706 Edm = 0.0117569 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297356.8939964 Edm = 0.00442205 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297356.8887637 Edm = 0.000876786 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297356.8870608 Edm = 0.00119411 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297356.8184931 Edm = 0.0607416 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297354.4326849 Edm = 0.896819 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297353.2605222 Edm = 0.180961 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297353.1011468 Edm = 0.0518041 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297353.0161427 Edm = 0.0256252 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297352.9837126 Edm = 0.0139477 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297352.9797164 Edm = 0.000712608 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297352.9788026 Edm = 0.000286475 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297352.9757062 Edm = 0.00263794 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297352.8025673 Edm = 0.157842 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297350.5809138 Edm = 3.3618 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297350.1977097 Edm = 1.52181 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297346.8070106 Edm = 2.49541 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297345.1781557 Edm = 1.03705 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297343.8052648 Edm = 0.382173 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297343.3732257 Edm = 0.0250459 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297343.352783 Edm = 0.00754293 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297343.348946 Edm = 0.000335052 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297343.3486111 Edm = 7.84775e-05 NCalls = 237 -VariableMetric: After Hessian - FCN = 297343.3486111 Edm = 1.65452 NCalls = 714 -VariableMetric: Iteration # 74 - FCN = 297343.3486111 Edm = 1.65452 NCalls = 714 -VariableMetric: Iteration # 75 - FCN = 297341.0235607 Edm = 0.833721 NCalls = 717 -VariableMetric: Iteration # 76 - FCN = 297340.7476284 Edm = 0.74716 NCalls = 719 -VariableMetric: Iteration # 77 - FCN = 297340.3964111 Edm = 0.148387 NCalls = 722 -VariableMetric: Iteration # 78 - FCN = 297340.2800309 Edm = 0.0446178 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297340.2192149 Edm = 0.0264619 NCalls = 726 -VariableMetric: Iteration # 80 - FCN = 297339.9213747 Edm = 1.22852 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297339.9103993 Edm = 0.0548522 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297339.8551393 Edm = 0.0361742 NCalls = 736 -VariableMetric: Iteration # 83 - FCN = 297339.7283449 Edm = 0.276781 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297339.5343252 Edm = 0.336455 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297339.3310669 Edm = 0.766652 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297338.8296064 Edm = 0.726056 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297338.7706749 Edm = 0.140456 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297338.4250937 Edm = 0.587386 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297337.0251997 Edm = 1.25261 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297337.0051962 Edm = 0.049768 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297336.5978792 Edm = 0.588065 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297336.0606769 Edm = 0.501417 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297334.7386113 Edm = 1.10086 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297333.8108258 Edm = 0.281204 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297333.1633948 Edm = 0.158726 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297332.9839183 Edm = 0.0738078 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297332.8368622 Edm = 0.0707069 NCalls = 787 -VariableMetric: Iteration # 98 - FCN = 297332.6985703 Edm = 0.124315 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297332.4082155 Edm = 0.19422 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297332.1083904 Edm = 0.139157 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297331.9795535 Edm = 0.0726757 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297331.8673716 Edm = 0.0430525 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297331.8160081 Edm = 0.00437901 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297331.8099761 Edm = 0.000938978 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297331.8086789 Edm = 0.000215577 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297331.80837 Edm = 3.7219e-05 NCalls = 807 -VariableMetric: After Hessian - FCN = 297331.80837 Edm = 5.06931e-05 NCalls = 1286 -VariableMetric: Iteration # 107 - FCN = 297331.80837 Edm = 5.06931e-05 NCalls = 1286 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323124.013225 Edm = 78.205 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323124.013225 Edm = 78.205 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304181.7840245 Edm = 12.7335 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304049.5435928 Edm = 29.9394 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 304027.4047812 Edm = 6.95852 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 302798.26636 Edm = 234.307 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301165.2148927 Edm = 2389.18 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 301130.9941271 Edm = 164.683 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 300750.5880552 Edm = 425.513 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 299446.5734934 Edm = 1139.89 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297660.4601095 Edm = 9.87227 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297647.1772999 Edm = 0.277631 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297646.5695867 Edm = 0.05524 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297646.4790948 Edm = 0.0288321 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297611.9376161 Edm = 1.55858 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297609.7040592 Edm = 0.131671 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297609.5809395 Edm = 0.0264449 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297606.6765267 Edm = 2.35815 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297590.9050211 Edm = 0.0401723 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297590.8371128 Edm = 0.0129998 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297590.5774905 Edm = 0.22736 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297577.7105334 Edm = 10.3573 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297486.7529858 Edm = 24.1104 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297461.367621 Edm = 11.4104 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297448.7366885 Edm = 3.42194 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297445.3757885 Edm = 0.187304 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297445.1768949 Edm = 0.0358045 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297445.1140142 Edm = 0.0449611 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297439.1785269 Edm = 5.29887 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297350.081818 Edm = 41.6911 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297329.7035012 Edm = 17.3786 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297319.9236466 Edm = 4.9546 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297314.3309083 Edm = 1.204 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297313.343745 Edm = 0.511534 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297312.2520737 Edm = 0.150777 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297311.6739835 Edm = 0.3907 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297308.6721604 Edm = 1.09844 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297307.6521995 Edm = 0.819191 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297306.7508461 Edm = 0.134895 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297306.5804236 Edm = 0.0974884 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297306.5167814 Edm = 0.0136786 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297306.4908463 Edm = 0.00778525 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297306.4775483 Edm = 0.010595 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297306.4018133 Edm = 0.0669078 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297304.9208792 Edm = 2.76339 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297303.9664325 Edm = 1.26324 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297303.8762067 Edm = 0.235812 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297294.7426935 Edm = 3.02368 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297289.0011953 Edm = 1.27028 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297287.0771208 Edm = 0.601737 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297286.4177368 Edm = 0.533894 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297285.7652776 Edm = 0.325483 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297285.0538194 Edm = 0.298973 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297284.4012393 Edm = 0.197232 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297284.0034867 Edm = 0.0819146 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297283.9673506 Edm = 0.0172109 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297283.9471212 Edm = 0.00310675 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297283.9429744 Edm = 0.000973612 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297283.9376831 Edm = 0.00394189 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297283.7334096 Edm = 0.214767 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297283.3076774 Edm = 0.36093 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297275.4294115 Edm = 2.19881 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297273.3300121 Edm = 2.4484 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297272.6555832 Edm = 1.8133 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297271.1463174 Edm = 1.62845 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297267.8715285 Edm = 2.679 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297266.5813598 Edm = 4.00258 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297263.7218339 Edm = 7.67671 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297262.8987346 Edm = 1.97255 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297261.9463574 Edm = 1.01917 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297260.7631237 Edm = 0.51317 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297260.2932257 Edm = 0.0619119 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297260.2427434 Edm = 0.0350545 NCalls = 217 -VariableMetric: Iteration # 72 - FCN = 297260.2052569 Edm = 0.0203145 NCalls = 219 -VariableMetric: Iteration # 73 - FCN = 297260.0250408 Edm = 0.190137 NCalls = 223 -VariableMetric: Iteration # 74 - FCN = 297259.4552694 Edm = 0.34179 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297259.2784557 Edm = 0.401641 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297258.7415562 Edm = 0.190903 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297258.5380363 Edm = 0.0980728 NCalls = 237 -VariableMetric: Iteration # 78 - FCN = 297258.3361862 Edm = 0.128939 NCalls = 240 -VariableMetric: Iteration # 79 - FCN = 297258.0639831 Edm = 0.0283143 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297258.0412345 Edm = 0.00472468 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297258.0359687 Edm = 0.00156042 NCalls = 246 -VariableMetric: Iteration # 82 - FCN = 297258.0102748 Edm = 0.0208219 NCalls = 250 -VariableMetric: Iteration # 83 - FCN = 297257.4635781 Edm = 0.499545 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297253.8016248 Edm = 2.10623 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297250.1687244 Edm = 1.2194 NCalls = 261 -VariableMetric: Iteration # 86 - FCN = 297249.0394926 Edm = 0.300762 NCalls = 264 -VariableMetric: Iteration # 87 - FCN = 297248.8587116 Edm = 0.0131364 NCalls = 266 -VariableMetric: Iteration # 88 - FCN = 297248.846974 Edm = 0.000752057 NCalls = 268 -VariableMetric: Iteration # 89 - FCN = 297248.8453356 Edm = 0.000833239 NCalls = 270 -VariableMetric: Iteration # 90 - FCN = 297248.8395977 Edm = 0.00479261 NCalls = 273 -VariableMetric: Iteration # 91 - FCN = 297248.6454752 Edm = 0.16878 NCalls = 277 -VariableMetric: Iteration # 92 - FCN = 297244.3060152 Edm = 2.02125 NCalls = 282 -VariableMetric: Iteration # 93 - FCN = 297241.3028743 Edm = 0.504701 NCalls = 284 -VariableMetric: Iteration # 94 - FCN = 297240.446733 Edm = 0.123155 NCalls = 286 -VariableMetric: Iteration # 95 - FCN = 297240.3369648 Edm = 0.11678 NCalls = 288 -VariableMetric: Iteration # 96 - FCN = 297240.2831421 Edm = 0.0307747 NCalls = 290 -VariableMetric: Iteration # 97 - FCN = 297240.2349331 Edm = 0.0419835 NCalls = 292 -VariableMetric: Iteration # 98 - FCN = 297240.1514306 Edm = 0.0113546 NCalls = 295 -VariableMetric: Iteration # 99 - FCN = 297240.1357866 Edm = 0.00142575 NCalls = 297 -VariableMetric: Iteration # 100 - FCN = 297240.1346664 Edm = 0.000341368 NCalls = 299 -VariableMetric: Iteration # 101 - FCN = 297240.1341812 Edm = 0.000175622 NCalls = 301 -VariableMetric: Iteration # 102 - FCN = 297240.1296768 Edm = 0.00358599 NCalls = 305 -VariableMetric: Iteration # 103 - FCN = 297239.9968839 Edm = 0.125581 NCalls = 309 -VariableMetric: Iteration # 104 - FCN = 297238.9719373 Edm = 0.26195 NCalls = 313 -VariableMetric: Iteration # 105 - FCN = 297238.7347062 Edm = 0.134891 NCalls = 315 -VariableMetric: Iteration # 106 - FCN = 297238.6494996 Edm = 0.124292 NCalls = 318 -VariableMetric: Iteration # 107 - FCN = 297238.558177 Edm = 0.0501962 NCalls = 321 -VariableMetric: Iteration # 108 - FCN = 297238.4331333 Edm = 0.0237378 NCalls = 325 -VariableMetric: Iteration # 109 - FCN = 297238.4090504 Edm = 0.0169125 NCalls = 326 -VariableMetric: Iteration # 110 - FCN = 297238.4001953 Edm = 0.00279778 NCalls = 328 -VariableMetric: Iteration # 111 - FCN = 297238.3966539 Edm = 0.00252581 NCalls = 330 -VariableMetric: Iteration # 112 - FCN = 297238.3956816 Edm = 0.000293617 NCalls = 332 -VariableMetric: Iteration # 113 - FCN = 297238.3951805 Edm = 0.000177033 NCalls = 334 -VariableMetric: Iteration # 114 - FCN = 297238.3890436 Edm = 0.00910725 NCalls = 339 -VariableMetric: Iteration # 115 - FCN = 297238.3863484 Edm = 0.00384261 NCalls = 344 -VariableMetric: Iteration # 116 - FCN = 297238.3746237 Edm = 0.00704167 NCalls = 350 -VariableMetric: Iteration # 117 - FCN = 297238.367099 Edm = 0.00578975 NCalls = 352 -VariableMetric: Iteration # 118 - FCN = 297238.3660346 Edm = 0.000695757 NCalls = 354 -VariableMetric: Iteration # 119 - FCN = 297238.3650106 Edm = 6.40642e-05 NCalls = 356 -VariableMetric: Iteration # 120 - FCN = 297238.3647764 Edm = 0.000120362 NCalls = 358 -VariableMetric: Iteration # 121 - FCN = 297238.3644923 Edm = 5.9582e-05 NCalls = 360 -VariableMetric: After Hessian - FCN = 297238.3644923 Edm = 450.45 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297238.3644923 Edm = 450.45 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297234.3774265 Edm = 13154 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297233.7536115 Edm = 3.68201 NCalls = 856 -VariableMetric: Iteration # 125 - FCN = 297230.5318924 Edm = 1.57252 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297228.2976319 Edm = 0.944847 NCalls = 862 -VariableMetric: Iteration # 127 - FCN = 297226.8062584 Edm = 1.67108 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297226.1476184 Edm = 0.852869 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297224.0580132 Edm = 1.21851 NCalls = 869 -VariableMetric: Iteration # 130 - FCN = 297222.6731141 Edm = 1.28532 NCalls = 872 -VariableMetric: Iteration # 131 - FCN = 297221.4736159 Edm = 0.599718 NCalls = 874 -VariableMetric: Iteration # 132 - FCN = 297219.3897878 Edm = 0.762969 NCalls = 877 -VariableMetric: Iteration # 133 - FCN = 297218.6787751 Edm = 0.297137 NCalls = 878 -VariableMetric: Iteration # 134 - FCN = 297217.9509776 Edm = 0.252442 NCalls = 880 -VariableMetric: Iteration # 135 - FCN = 297217.8348242 Edm = 0.117624 NCalls = 882 -VariableMetric: Iteration # 136 - FCN = 297217.7000838 Edm = 0.11468 NCalls = 884 -VariableMetric: Iteration # 137 - FCN = 297217.5056637 Edm = 0.0251735 NCalls = 886 -VariableMetric: Iteration # 138 - FCN = 297217.4559269 Edm = 0.0301968 NCalls = 888 -VariableMetric: Iteration # 139 - FCN = 297217.2737895 Edm = 0.0469601 NCalls = 891 -VariableMetric: Iteration # 140 - FCN = 297217.2108856 Edm = 0.0423389 NCalls = 893 -VariableMetric: Iteration # 141 - FCN = 297217.1013514 Edm = 0.066174 NCalls = 895 -VariableMetric: Iteration # 142 - FCN = 297216.9488561 Edm = 0.0249715 NCalls = 898 -VariableMetric: Iteration # 143 - FCN = 297216.9074277 Edm = 0.0149587 NCalls = 900 -VariableMetric: Iteration # 144 - FCN = 297216.8556828 Edm = 0.0145527 NCalls = 903 -VariableMetric: Iteration # 145 - FCN = 297216.8130121 Edm = 0.0198208 NCalls = 905 -VariableMetric: Iteration # 146 - FCN = 297216.7438144 Edm = 0.0132689 NCalls = 908 -VariableMetric: Iteration # 147 - FCN = 297216.6964674 Edm = 0.025727 NCalls = 910 -VariableMetric: Iteration # 148 - FCN = 297216.5863619 Edm = 0.0297208 NCalls = 913 -VariableMetric: Iteration # 149 - FCN = 297216.5578673 Edm = 0.00938486 NCalls = 914 -VariableMetric: Iteration # 150 - FCN = 297216.5245911 Edm = 0.0221222 NCalls = 917 -VariableMetric: Iteration # 151 - FCN = 297216.4780966 Edm = 0.0128749 NCalls = 919 -VariableMetric: Iteration # 152 - FCN = 297216.4611198 Edm = 0.00641001 NCalls = 922 -VariableMetric: Iteration # 153 - FCN = 297216.4477154 Edm = 0.00522939 NCalls = 924 -VariableMetric: Iteration # 154 - FCN = 297216.4174999 Edm = 0.0127949 NCalls = 927 -VariableMetric: Iteration # 155 - FCN = 297216.3935464 Edm = 0.0062 NCalls = 929 -VariableMetric: Iteration # 156 - FCN = 297216.3764836 Edm = 0.0115754 NCalls = 932 -VariableMetric: Iteration # 157 - FCN = 297216.3389777 Edm = 0.0219535 NCalls = 935 -VariableMetric: Iteration # 158 - FCN = 297216.2937722 Edm = 0.0352873 NCalls = 940 -VariableMetric: Iteration # 159 - FCN = 297216.2152739 Edm = 0.0546939 NCalls = 944 -VariableMetric: Iteration # 160 - FCN = 297216.1888908 Edm = 0.0307532 NCalls = 946 -VariableMetric: Iteration # 161 - FCN = 297216.1455671 Edm = 0.0253834 NCalls = 949 -VariableMetric: Iteration # 162 - FCN = 297216.1207864 Edm = 0.0144447 NCalls = 951 -VariableMetric: Iteration # 163 - FCN = 297216.0966032 Edm = 0.00860483 NCalls = 954 -VariableMetric: Iteration # 164 - FCN = 297216.0749657 Edm = 0.0121893 NCalls = 956 -VariableMetric: Iteration # 165 - FCN = 297216.0329783 Edm = 0.0103214 NCalls = 958 -VariableMetric: Iteration # 166 - FCN = 297216.0129359 Edm = 0.00988565 NCalls = 960 -VariableMetric: Iteration # 167 - FCN = 297215.9911827 Edm = 0.0240767 NCalls = 963 -VariableMetric: Iteration # 168 - FCN = 297215.928356 Edm = 0.0191688 NCalls = 966 -VariableMetric: Iteration # 169 - FCN = 297215.9019009 Edm = 0.0154936 NCalls = 969 -VariableMetric: Iteration # 170 - FCN = 297215.8700966 Edm = 0.0172093 NCalls = 971 -VariableMetric: Iteration # 171 - FCN = 297215.8229673 Edm = 0.0421833 NCalls = 974 -VariableMetric: Iteration # 172 - FCN = 297215.781148 Edm = 0.0398877 NCalls = 976 -VariableMetric: Iteration # 173 - FCN = 297215.7236739 Edm = 0.0313394 NCalls = 980 -VariableMetric: Iteration # 174 - FCN = 297215.6804442 Edm = 0.00896887 NCalls = 982 -VariableMetric: Iteration # 175 - FCN = 297215.6674401 Edm = 0.00462797 NCalls = 984 -VariableMetric: Iteration # 176 - FCN = 297215.6572353 Edm = 0.00490351 NCalls = 986 -VariableMetric: Iteration # 177 - FCN = 297215.6450851 Edm = 0.00989341 NCalls = 989 -VariableMetric: Iteration # 178 - FCN = 297215.6341174 Edm = 0.00790671 NCalls = 991 -VariableMetric: Iteration # 179 - FCN = 297215.6147082 Edm = 0.00470017 NCalls = 994 -VariableMetric: Iteration # 180 - FCN = 297215.6054721 Edm = 0.00173254 NCalls = 996 -VariableMetric: Iteration # 181 - FCN = 297215.6015737 Edm = 0.000877904 NCalls = 998 -VariableMetric: Iteration # 182 - FCN = 297215.6002767 Edm = 0.00057053 NCalls = 1000 -VariableMetric: Iteration # 183 - FCN = 297215.5990418 Edm = 0.000767859 NCalls = 1002 -VariableMetric: Iteration # 184 - FCN = 297215.5941287 Edm = 0.0031778 NCalls = 1005 -VariableMetric: Iteration # 185 - FCN = 297215.5845409 Edm = 0.0021097 NCalls = 1008 -VariableMetric: Iteration # 186 - FCN = 297215.581963 Edm = 0.00119135 NCalls = 1010 -VariableMetric: Iteration # 187 - FCN = 297215.5773862 Edm = 0.00476059 NCalls = 1013 -VariableMetric: Iteration # 188 - FCN = 297215.5441774 Edm = 0.034229 NCalls = 1017 -VariableMetric: Iteration # 189 - FCN = 297215.5426743 Edm = 0.00253556 NCalls = 1019 -VariableMetric: Iteration # 190 - FCN = 297215.5405095 Edm = 0.0042608 NCalls = 1021 -VariableMetric: Iteration # 191 - FCN = 297215.5158327 Edm = 0.0169876 NCalls = 1026 -VariableMetric: Iteration # 192 - FCN = 297215.4977374 Edm = 0.0112067 NCalls = 1030 -VariableMetric: Iteration # 193 - FCN = 297215.4872374 Edm = 0.00427103 NCalls = 1032 -VariableMetric: Iteration # 194 - FCN = 297215.4790439 Edm = 0.00650203 NCalls = 1034 -VariableMetric: Iteration # 195 - FCN = 297215.4729327 Edm = 0.00489058 NCalls = 1037 -VariableMetric: Iteration # 196 - FCN = 297215.4651459 Edm = 0.00705474 NCalls = 1040 -VariableMetric: Iteration # 197 - FCN = 297215.4517435 Edm = 0.0132971 NCalls = 1043 -VariableMetric: Iteration # 198 - FCN = 297215.4337784 Edm = 0.0151987 NCalls = 1048 -VariableMetric: Iteration # 199 - FCN = 297215.4308214 Edm = 0.00636994 NCalls = 1051 -VariableMetric: Iteration # 200 - FCN = 297215.40685 Edm = 0.0117377 NCalls = 1055 -VariableMetric: Iteration # 201 - FCN = 297215.3901117 Edm = 0.0156228 NCalls = 1058 -VariableMetric: Iteration # 202 - FCN = 297215.3818963 Edm = 0.00751277 NCalls = 1060 -VariableMetric: Iteration # 203 - FCN = 297215.3660669 Edm = 0.00836215 NCalls = 1064 -VariableMetric: Iteration # 204 - FCN = 297215.3474351 Edm = 0.0102375 NCalls = 1068 -VariableMetric: Iteration # 205 - FCN = 297215.3410436 Edm = 0.00560087 NCalls = 1070 -VariableMetric: Iteration # 206 - FCN = 297215.3342804 Edm = 0.00207896 NCalls = 1072 -VariableMetric: Iteration # 207 - FCN = 297215.3318096 Edm = 0.00167555 NCalls = 1074 -VariableMetric: Iteration # 208 - FCN = 297215.329114 Edm = 0.00105912 NCalls = 1076 -VariableMetric: Iteration # 209 - FCN = 297215.3274104 Edm = 0.00234547 NCalls = 1079 -VariableMetric: Iteration # 210 - FCN = 297215.323678 Edm = 0.00211809 NCalls = 1081 -VariableMetric: Iteration # 211 - FCN = 297215.3175352 Edm = 0.00172851 NCalls = 1083 -VariableMetric: Iteration # 212 - FCN = 297215.3161987 Edm = 0.00144629 NCalls = 1085 -VariableMetric: Iteration # 213 - FCN = 297215.3146176 Edm = 0.00100384 NCalls = 1088 -VariableMetric: Iteration # 214 - FCN = 297215.3111557 Edm = 0.00101328 NCalls = 1091 -VariableMetric: Iteration # 215 - FCN = 297215.3088676 Edm = 0.00126766 NCalls = 1093 -VariableMetric: Iteration # 216 - FCN = 297215.3037248 Edm = 0.00288607 NCalls = 1098 -VariableMetric: Iteration # 217 - FCN = 297215.300738 Edm = 0.00185967 NCalls = 1100 -VariableMetric: Iteration # 218 - FCN = 297215.2994176 Edm = 0.000245993 NCalls = 1102 -VariableMetric: Iteration # 219 - FCN = 297215.298961 Edm = 0.00010711 NCalls = 1104 -VariableMetric: Iteration # 220 - FCN = 297215.2984535 Edm = 0.000314309 NCalls = 1106 -VariableMetric: Iteration # 221 - FCN = 297215.2952933 Edm = 0.00138249 NCalls = 1109 -VariableMetric: Iteration # 222 - FCN = 297215.2900811 Edm = 0.00131047 NCalls = 1111 -VariableMetric: Iteration # 223 - FCN = 297215.2884821 Edm = 0.000512677 NCalls = 1114 -VariableMetric: Iteration # 224 - FCN = 297215.2881225 Edm = 2.90246e-05 NCalls = 1115 -VariableMetric: After Hessian - FCN = 297215.2881225 Edm = 0.00115319 NCalls = 1616 -VariableMetric: Iteration # 225 - FCN = 297215.2881225 Edm = 0.00115319 NCalls = 1616 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331037.8621245 Edm = 919.772 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331037.8621245 Edm = 919.772 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302274.6958255 Edm = 17.7859 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302061.1111994 Edm = 1150.22 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301937.482957 Edm = 7.49862 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301932.0612764 Edm = 2.64611 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299134.3236644 Edm = 77.9146 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298783.1587024 Edm = 106.432 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298549.781771 Edm = 151.181 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298204.7501301 Edm = 239.377 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297975.0458724 Edm = 23.7421 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297947.477156 Edm = 1.59087 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297945.5483294 Edm = 0.263384 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297944.3678814 Edm = 0.787148 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297778.3244342 Edm = 40.9991 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297736.9823488 Edm = 0.384978 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297736.6239596 Edm = 0.0510055 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297736.1462411 Edm = 0.499316 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297712.8029455 Edm = 20.0186 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297639.9191269 Edm = 0.218538 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297639.5900076 Edm = 0.0527564 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297639.4172819 Edm = 0.104116 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297624.3195804 Edm = 12.4018 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297499.8686407 Edm = 20.5826 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297472.8683684 Edm = 6.67604 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297463.7624717 Edm = 4.06562 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297459.9042122 Edm = 1.22199 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297458.2068424 Edm = 0.150124 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297457.999031 Edm = 0.0132014 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297457.9040711 Edm = 0.0745152 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297449.7807864 Edm = 3.10432 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297446.3773563 Edm = 1.8242 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297445.32105 Edm = 0.214814 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297444.8260918 Edm = 0.143001 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297444.6416469 Edm = 0.0151987 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297444.6218254 Edm = 0.00516731 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297444.5871459 Edm = 0.0273663 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297441.8141562 Edm = 3.62666 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297438.8104089 Edm = 2.98972 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297388.7468696 Edm = 13.4127 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297384.5403233 Edm = 1.37787 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297383.6855718 Edm = 0.0695245 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297383.5825598 Edm = 0.0116433 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297383.5675214 Edm = 0.00341378 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297383.5604553 Edm = 0.00237471 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297383.5503924 Edm = 0.00712398 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297383.1956789 Edm = 0.276209 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297379.0121066 Edm = 1.83912 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297376.2206873 Edm = 0.397984 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297375.7639873 Edm = 0.166255 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297375.6218811 Edm = 0.0368065 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297375.5666349 Edm = 0.00609075 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297375.5570633 Edm = 0.000403822 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297375.5561631 Edm = 0.000487251 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297375.5475027 Edm = 0.0106413 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297375.542989 Edm = 0.00429252 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297375.4769863 Edm = 0.0526744 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297372.7826901 Edm = 1.03173 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297371.6598483 Edm = 0.348928 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297371.3064593 Edm = 0.039218 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297371.2564687 Edm = 0.0347276 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297371.2206078 Edm = 0.00753594 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297371.2114772 Edm = 0.000319285 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297371.2109429 Edm = 0.000181185 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297371.2042378 Edm = 0.005982 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297370.9955384 Edm = 0.221454 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297370.6271932 Edm = 0.365963 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297368.4706383 Edm = 3.19163 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297367.9259088 Edm = 0.501149 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297365.0800568 Edm = 1.19923 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297362.2933526 Edm = 3.65276 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297360.028201 Edm = 9.80181 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297352.8493662 Edm = 4.52068 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297352.1034555 Edm = 3.80111 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297346.0053073 Edm = 9.03216 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297341.1548237 Edm = 5.64951 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297339.0704027 Edm = 2.52025 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297337.79368 Edm = 1.32806 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297337.3780821 Edm = 0.395959 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297337.1742204 Edm = 0.0487862 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297337.1132594 Edm = 0.00741282 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297337.1050623 Edm = 0.0014025 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297337.1021964 Edm = 0.00115754 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297337.0974236 Edm = 0.000922624 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297337.0943296 Edm = 0.00218372 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297337.0055446 Edm = 0.100223 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297335.9443582 Edm = 0.163072 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297332.3805648 Edm = 0.738647 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297331.1292098 Edm = 0.0241504 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297331.0961077 Edm = 0.0254121 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297331.0814999 Edm = 0.00652671 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297331.0709918 Edm = 0.00163406 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297331.0683804 Edm = 0.000323552 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297331.0675579 Edm = 0.000454164 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297331.0405819 Edm = 0.0253014 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297329.6783015 Edm = 0.916259 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297328.5907112 Edm = 0.250601 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297328.3763495 Edm = 0.0401673 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297328.3390891 Edm = 0.00288922 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297328.3353568 Edm = 0.000364291 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297328.3348844 Edm = 3.94756e-05 NCalls = 312 -VariableMetric: After Hessian - FCN = 297328.3348844 Edm = 30756 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297328.3348844 Edm = 30756 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297324.8304594 Edm = 1752.31 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297324.5830425 Edm = 2.90722 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297321.9426605 Edm = 0.117355 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297321.1194527 Edm = 0.430686 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297319.2203292 Edm = 0.690772 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297316.005826 Edm = 2.9933 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297312.5223189 Edm = 3.7092 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297311.4350913 Edm = 1.4008 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297310.2924127 Edm = 0.597095 NCalls = 822 -VariableMetric: Iteration # 110 - FCN = 297309.7314789 Edm = 0.223903 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297308.9069661 Edm = 0.256025 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297308.5033582 Edm = 0.0225641 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 297308.3859086 Edm = 0.0532952 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297308.2469315 Edm = 0.00917394 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297308.1844454 Edm = 0.0540905 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297306.5140961 Edm = 0.543451 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297306.1085561 Edm = 0.607227 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297305.2470379 Edm = 0.363058 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297303.7894525 Edm = 0.193971 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297303.6394558 Edm = 0.058869 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297303.5762893 Edm = 0.0320102 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297303.315534 Edm = 0.0523625 NCalls = 855 -VariableMetric: Iteration # 123 - FCN = 297303.2450323 Edm = 0.0114841 NCalls = 857 -VariableMetric: Iteration # 124 - FCN = 297303.1289648 Edm = 0.0150142 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297303.1075151 Edm = 0.00309973 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297303.0890269 Edm = 0.00806279 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297303.0639558 Edm = 0.00693563 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297303.0466532 Edm = 0.00917861 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297302.9282785 Edm = 0.0322988 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297302.8877434 Edm = 0.00384755 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297302.8703278 Edm = 0.0117766 NCalls = 877 -VariableMetric: Iteration # 132 - FCN = 297302.8298701 Edm = 0.00589637 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297302.8193778 Edm = 0.00362339 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297302.7828527 Edm = 0.0162261 NCalls = 884 -VariableMetric: Iteration # 135 - FCN = 297302.7492424 Edm = 0.00618864 NCalls = 886 -VariableMetric: Iteration # 136 - FCN = 297302.6274051 Edm = 0.219332 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297302.6134597 Edm = 0.0327586 NCalls = 893 -VariableMetric: Iteration # 138 - FCN = 297302.5842464 Edm = 0.113613 NCalls = 897 -VariableMetric: Iteration # 139 - FCN = 297302.3444596 Edm = 0.342236 NCalls = 902 -VariableMetric: Iteration # 140 - FCN = 297302.3296488 Edm = 0.0268932 NCalls = 905 -VariableMetric: Iteration # 141 - FCN = 297302.2095351 Edm = 0.265161 NCalls = 909 -VariableMetric: Iteration # 142 - FCN = 297301.9723118 Edm = 0.28342 NCalls = 913 -VariableMetric: Iteration # 143 - FCN = 297301.8932179 Edm = 0.0644842 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297301.2837982 Edm = 0.680036 NCalls = 920 -VariableMetric: Iteration # 145 - FCN = 297299.9815914 Edm = 1.76915 NCalls = 925 -VariableMetric: Iteration # 146 - FCN = 297299.124394 Edm = 0.424476 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297298.8692282 Edm = 0.2863 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297298.4594091 Edm = 0.239497 NCalls = 934 -VariableMetric: Iteration # 149 - FCN = 297298.2844763 Edm = 0.218755 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297297.468887 Edm = 0.548541 NCalls = 940 -VariableMetric: Iteration # 151 - FCN = 297296.3051104 Edm = 0.618531 NCalls = 946 -VariableMetric: Iteration # 152 - FCN = 297295.6887614 Edm = 0.170875 NCalls = 949 -VariableMetric: Iteration # 153 - FCN = 297295.5554273 Edm = 0.157475 NCalls = 951 -VariableMetric: Iteration # 154 - FCN = 297295.3675321 Edm = 0.0459902 NCalls = 954 -VariableMetric: Iteration # 155 - FCN = 297295.2970124 Edm = 0.0358191 NCalls = 956 -VariableMetric: Iteration # 156 - FCN = 297295.2054277 Edm = 0.0339953 NCalls = 958 -VariableMetric: Iteration # 157 - FCN = 297295.1542906 Edm = 0.00815707 NCalls = 960 -VariableMetric: Iteration # 158 - FCN = 297295.1350479 Edm = 0.00596616 NCalls = 962 -VariableMetric: Iteration # 159 - FCN = 297295.113999 Edm = 0.011478 NCalls = 964 -VariableMetric: Iteration # 160 - FCN = 297295.0724045 Edm = 0.0167269 NCalls = 966 -VariableMetric: Iteration # 161 - FCN = 297295.0477511 Edm = 0.0104449 NCalls = 968 -VariableMetric: Iteration # 162 - FCN = 297295.0157424 Edm = 0.0104602 NCalls = 970 -VariableMetric: Iteration # 163 - FCN = 297295.0007605 Edm = 0.00357671 NCalls = 972 -VariableMetric: Iteration # 164 - FCN = 297294.9899512 Edm = 0.00686673 NCalls = 974 -VariableMetric: Iteration # 165 - FCN = 297294.9639353 Edm = 0.00387595 NCalls = 976 -VariableMetric: Iteration # 166 - FCN = 297294.9587694 Edm = 0.000540043 NCalls = 978 -VariableMetric: Iteration # 167 - FCN = 297294.9581357 Edm = 8.48183e-05 NCalls = 980 -VariableMetric: Iteration # 168 - FCN = 297294.9578853 Edm = 0.000179736 NCalls = 982 -VariableMetric: Iteration # 169 - FCN = 297294.954322 Edm = 0.00252404 NCalls = 987 -VariableMetric: Iteration # 170 - FCN = 297294.9394151 Edm = 0.00407497 NCalls = 990 -VariableMetric: Iteration # 171 - FCN = 297294.9327861 Edm = 0.000278011 NCalls = 992 -VariableMetric: Iteration # 172 - FCN = 297294.9324379 Edm = 4.84764e-05 NCalls = 994 -VariableMetric: After Hessian - FCN = 297294.9324379 Edm = 0.00232839 NCalls = 1479 -VariableMetric: Iteration # 173 - FCN = 297294.9324379 Edm = 0.00232839 NCalls = 1479 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305673.8599328 Edm = 22.0143 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305673.8599328 Edm = 22.0143 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299925.7048348 Edm = 0.907352 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299924.9676465 Edm = 1.02006 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299347.923402 Edm = 831.095 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299347.2869953 Edm = 1.15638 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299085.6732104 Edm = 250.412 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298495.6389798 Edm = 301.07 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298108.5790586 Edm = 25.0769 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298060.6923093 Edm = 0.840413 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298059.0043054 Edm = 0.42675 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298027.4955552 Edm = 25.8128 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297906.695238 Edm = 3.33903 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297903.918664 Edm = 0.138493 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297903.7745267 Edm = 0.0321635 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297902.6181671 Edm = 1.2159 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297881.2792681 Edm = 18.0809 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297749.5522384 Edm = 18.0742 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297733.0413409 Edm = 3.22536 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297722.1569643 Edm = 2.53293 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297718.5401324 Edm = 0.198219 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297718.1520801 Edm = 0.106791 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297718.0947649 Edm = 0.0181495 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297717.9687307 Edm = 0.127064 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297709.2557748 Edm = 9.99812 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297709.0790683 Edm = 0.176635 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297708.2443246 Edm = 0.84927 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297706.4261742 Edm = 1.55409 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297655.4407059 Edm = 15.5528 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 297634.6106883 Edm = 5.1894 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297631.9166751 Edm = 0.804408 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297631.3644788 Edm = 0.0551276 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297631.2673682 Edm = 0.0217847 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297630.8856635 Edm = 0.31875 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297612.4865264 Edm = 15.6279 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297542.3265365 Edm = 17.7083 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297513.4429503 Edm = 13.6733 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297493.2361236 Edm = 3.39113 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297490.5030724 Edm = 4.7657 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297489.7614238 Edm = 0.351111 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297489.2563365 Edm = 0.148934 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297489.0094475 Edm = 0.0260246 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297488.9542377 Edm = 0.0331203 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297486.839603 Edm = 2.20766 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297478.2497185 Edm = 7.7937 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297366.0289357 Edm = 14.0345 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297352.9678581 Edm = 4.79704 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297343.5304196 Edm = 0.818874 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297342.4816922 Edm = 0.0962647 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297342.3725397 Edm = 0.0217 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297342.3303396 Edm = 0.0074782 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297342.3195147 Edm = 0.00171454 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297342.2835346 Edm = 0.0351845 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297339.4226517 Edm = 0.293588 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297333.2874483 Edm = 2.1825 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297330.0402838 Edm = 2.36792 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297328.0145976 Edm = 0.904384 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297327.2919212 Edm = 0.646515 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297326.9700525 Edm = 0.0975664 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297326.7972547 Edm = 0.0164157 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297326.7733078 Edm = 0.00765427 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297326.761108 Edm = 0.0091771 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297326.6959429 Edm = 0.0611227 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297325.7507939 Edm = 1.10205 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297319.5625966 Edm = 5.0593 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297304.193414 Edm = 5.4223 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297299.1003027 Edm = 3.63959 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297296.1541278 Edm = 1.51683 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297294.9790085 Edm = 0.681634 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297294.1685713 Edm = 0.161094 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297293.9974721 Edm = 0.0154527 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297293.9791692 Edm = 0.00141482 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297293.976477 Edm = 0.000998677 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297293.9571126 Edm = 0.0153542 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297293.8281204 Edm = 0.0787389 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297290.3779244 Edm = 2.36031 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297281.604424 Edm = 4.49331 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297279.2988123 Edm = 0.652919 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297278.4264055 Edm = 0.268441 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297277.8461254 Edm = 1.19436 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297277.4944808 Edm = 0.177453 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297277.2509832 Edm = 0.0288818 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297277.2320441 Edm = 0.00309037 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297277.2285541 Edm = 0.000646386 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297277.2264326 Edm = 0.00101734 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297277.2176836 Edm = 0.00671228 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297277.0862943 Edm = 0.114214 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297273.9584777 Edm = 0.330505 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297273.5885794 Edm = 0.0349436 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297273.5631022 Edm = 0.00604348 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297273.5569885 Edm = 0.0012572 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297273.5551678 Edm = 0.000298355 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297273.5547364 Edm = 7.40587e-05 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297273.5544232 Edm = 0.000223358 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297273.5366254 Edm = 0.016154 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297272.6695696 Edm = 0.207961 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297272.4292405 Edm = 0.0240913 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297272.4084917 Edm = 0.000837784 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297272.4075219 Edm = 9.38053e-05 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297272.4072966 Edm = 0.000123866 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297272.405491 Edm = 0.0013199 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297272.3661638 Edm = 0.0328861 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297271.0907105 Edm = 0.345212 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297270.6505097 Edm = 0.0698484 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297270.6101094 Edm = 0.00547113 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297270.6047741 Edm = 0.000157746 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297270.6044944 Edm = 6.69711e-05 NCalls = 333 -VariableMetric: After Hessian - FCN = 297270.6044944 Edm = 2.78305 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297270.6044944 Edm = 2.78305 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297268.2292014 Edm = 0.50597 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297267.9118807 Edm = 0.0646855 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297267.8107585 Edm = 0.0227649 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297267.7829774 Edm = 0.0152628 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297267.7681449 Edm = 0.00710741 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297267.7592369 Edm = 0.00198475 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297267.75729 Edm = 0.000230505 NCalls = 822 -VariableMetric: Iteration # 114 - FCN = 297267.7570731 Edm = 2.9841e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297267.7570731 Edm = 3.67915e-05 NCalls = 1310 -VariableMetric: Iteration # 115 - FCN = 297267.7570731 Edm = 3.67915e-05 NCalls = 1310 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 345616.1004732 Edm = 555.237 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 345616.1004732 Edm = 555.237 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315175.5568962 Edm = 41.429 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 302986.5049331 Edm = 167.448 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 302922.9476093 Edm = 2461.61 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302846.0219918 Edm = 2.04101 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302784.8346965 Edm = 92.3442 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302582.6958276 Edm = 142.25 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298203.1832973 Edm = 4.47935 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298192.0845422 Edm = 0.978569 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298183.1308016 Edm = 3.69313 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298142.6667629 Edm = 31.6586 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297710.4592083 Edm = 34.0381 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297657.1913708 Edm = 0.93651 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297655.6654186 Edm = 0.0994916 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297655.4894364 Edm = 0.0772404 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297642.4714846 Edm = 9.7838 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297569.0730499 Edm = 5.42793 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297563.0163324 Edm = 0.0522429 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297562.8375642 Edm = 0.11401 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297521.8586864 Edm = 39.268 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297291.3084434 Edm = 40.4836 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297251.9817348 Edm = 0.315254 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297251.581409 Edm = 0.0653523 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297251.5162548 Edm = 0.00820962 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297251.5039953 Edm = 0.00606533 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297251.2166812 Edm = 0.245502 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297226.3612403 Edm = 1.47456 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297224.8938178 Edm = 0.00585603 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297224.8848859 Edm = 0.00300751 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297224.7250902 Edm = 0.16409 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297222.1625264 Edm = 1.33918 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297189.2193816 Edm = 15.4006 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297168.9219084 Edm = 4.63074 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297165.9599309 Edm = 0.456295 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297165.5843991 Edm = 0.0212564 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297165.5592033 Edm = 0.00465797 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297165.55078 Edm = 0.00237817 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297165.4661187 Edm = 0.0834912 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297161.2148755 Edm = 0.215526 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297140.0988042 Edm = 2.32101 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297137.1876403 Edm = 0.138873 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297137.0503818 Edm = 0.00309316 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297137.0470283 Edm = 0.000701757 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297137.0373227 Edm = 0.00819391 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297136.7782227 Edm = 0.201712 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297129.770361 Edm = 0.363144 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297129.3539839 Edm = 0.00808574 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297129.342836 Edm = 0.000455128 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297129.3421736 Edm = 0.000199557 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297129.3395209 Edm = 0.00258839 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297129.034648 Edm = 0.0582031 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297127.8424139 Edm = 0.535385 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297125.8728417 Edm = 0.180825 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297125.6956889 Edm = 0.0668924 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297125.6422148 Edm = 0.00633056 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297125.633869 Edm = 0.000429571 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297125.6332566 Edm = 0.000103659 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297125.6327362 Edm = 0.000348977 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297125.6219081 Edm = 0.0105394 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297125.0418921 Edm = 0.0668583 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297123.2551026 Edm = 0.451524 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297122.4376114 Edm = 0.12226 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297122.312711 Edm = 0.0508839 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297122.2892625 Edm = 0.0154547 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297122.2703801 Edm = 0.00210175 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297122.2679983 Edm = 0.000151126 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297122.2677396 Edm = 9.21359e-05 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297122.2636643 Edm = 0.00362319 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297121.7122216 Edm = 0.467461 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297120.0610483 Edm = 1.10406 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297119.2746745 Edm = 0.828575 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297118.7994367 Edm = 0.243232 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297118.1476004 Edm = 0.189718 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297117.8814268 Edm = 0.0706288 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297117.8401673 Edm = 0.0230435 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297117.824906 Edm = 0.00869362 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297117.8187305 Edm = 0.00139737 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297117.817211 Edm = 0.000567056 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297117.8155981 Edm = 0.00148176 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297117.80205 Edm = 0.00993292 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297117.5638392 Edm = 0.241656 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297116.7386599 Edm = 0.992631 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297116.7135284 Edm = 0.0514496 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297116.6578848 Edm = 0.0713437 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297116.2858222 Edm = 0.267171 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297113.6663327 Edm = 2.30493 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297110.1419559 Edm = 1.0332 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297109.9092333 Edm = 1.54839 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297108.8999329 Edm = 0.246453 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297108.6598739 Edm = 0.0608245 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297108.5880537 Edm = 0.0311208 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297108.5292029 Edm = 0.0183701 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297108.5168991 Edm = 0.00347691 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297108.5136839 Edm = 0.000217479 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297108.5134488 Edm = 0.000100095 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297108.5127163 Edm = 0.000561417 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297108.5006344 Edm = 0.0107715 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297107.8057526 Edm = 0.508724 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297106.6133832 Edm = 0.0797277 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297106.5484976 Edm = 0.0136917 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297106.538656 Edm = 0.000592187 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297106.5378708 Edm = 8.89513e-05 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297106.53778 Edm = 1.0828e-05 NCalls = 321 -VariableMetric: After Hessian - FCN = 297106.53778 Edm = 0.903873 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297106.53778 Edm = 0.903873 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297105.0945224 Edm = 0.798735 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297105.0301254 Edm = 0.27583 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297104.9043472 Edm = 0.0621173 NCalls = 807 -VariableMetric: Iteration # 107 - FCN = 297104.8000851 Edm = 0.0762043 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297104.7023379 Edm = 0.0585952 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297104.6606141 Edm = 0.0314168 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297104.6271253 Edm = 0.00552311 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297104.6223266 Edm = 0.00150992 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297104.6203593 Edm = 0.000231953 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297104.6199475 Edm = 7.55182e-05 NCalls = 822 -VariableMetric: Iteration # 114 - FCN = 297104.6197594 Edm = 3.07015e-05 NCalls = 824 -VariableMetric: After Hessian - FCN = 297104.6197594 Edm = 4.26202e-05 NCalls = 1309 -VariableMetric: Iteration # 115 - FCN = 297104.6197594 Edm = 4.26202e-05 NCalls = 1309 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326143.3853538 Edm = 167.493 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326143.3853538 Edm = 167.493 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301113.2268601 Edm = 12.274 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300808.8368591 Edm = 1762.14 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300664.9735108 Edm = 1177.8 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300420.7072209 Edm = 338.906 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300301.7066555 Edm = 9.60017 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 300287.7699576 Edm = 12.1021 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298663.3178224 Edm = 115.317 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298463.6090603 Edm = 176.064 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298360.138404 Edm = 4.85635 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298355.512286 Edm = 0.808744 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298350.9457978 Edm = 5.40537 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298304.4052245 Edm = 32.4695 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298106.6078606 Edm = 9.55763 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 298099.3776472 Edm = 0.092565 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 298099.2377835 Edm = 0.0620213 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 298095.0658279 Edm = 3.93658 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297892.0220159 Edm = 65.1182 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297778.3682003 Edm = 9.92714 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297760.5564372 Edm = 0.67873 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297759.6352065 Edm = 0.198847 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297759.4570596 Edm = 0.0220762 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297759.2283107 Edm = 0.194574 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297703.2023289 Edm = 28.0625 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297634.9463227 Edm = 10.9601 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297558.4299694 Edm = 71.3605 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297550.808176 Edm = 151.738 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297525.2493616 Edm = 28.9777 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297500.2825433 Edm = 1.94475 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297497.8636686 Edm = 0.0363751 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297497.8272243 Edm = 0.00385637 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297497.813623 Edm = 0.00845972 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297496.9037044 Edm = 0.938728 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297496.6744031 Edm = 0.221594 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297490.7359563 Edm = 5.22947 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297469.6129236 Edm = 0.752004 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297469.0384091 Edm = 0.0873458 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297468.9300539 Edm = 0.0299243 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297468.6681644 Edm = 0.38922 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297467.1317525 Edm = 1.36359 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297420.6534697 Edm = 11.8158 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297404.1632287 Edm = 4.25657 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297395.9738018 Edm = 5.1733 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297388.8308041 Edm = 3.63501 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297385.4196651 Edm = 0.395623 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297384.9495233 Edm = 0.039869 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297384.9030785 Edm = 0.0206322 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297384.8609633 Edm = 0.00751303 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297384.8483205 Edm = 0.00386214 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297384.8075371 Edm = 0.035374 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297382.1853299 Edm = 2.58399 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297376.1388712 Edm = 4.67081 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297360.5858259 Edm = 0.724222 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297359.9393998 Edm = 0.156222 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297359.8270432 Edm = 0.0132173 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297359.8123687 Edm = 0.000469963 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297359.8113493 Edm = 0.000372624 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297359.8102662 Edm = 0.000522595 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297359.8044148 Edm = 0.00608279 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297359.4718916 Edm = 0.347916 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297359.4696975 Edm = 0.00162036 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297359.223236 Edm = 0.308639 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297359.2210731 Edm = 0.00165384 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297359.0543968 Edm = 0.182075 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297359.0493183 Edm = 0.00443409 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297358.4256308 Edm = 0.56267 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297352.8047229 Edm = 2.33109 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297349.6050506 Edm = 0.363564 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297349.3468052 Edm = 0.0751113 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297349.282805 Edm = 0.0024878 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297349.2798937 Edm = 0.00026196 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297349.2784606 Edm = 0.00114836 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297349.2321637 Edm = 0.0387703 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297347.8626638 Edm = 1.10667 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297344.3901899 Edm = 0.404205 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297344.0048183 Edm = 0.0620179 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297343.9378861 Edm = 0.0237391 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297343.9159151 Edm = 0.00355626 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297343.911991 Edm = 0.000378063 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297343.9107505 Edm = 0.00083543 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297343.8712152 Edm = 0.0432129 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297342.8800298 Edm = 0.517141 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297340.472654 Edm = 0.457719 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297340.046328 Edm = 0.313382 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297339.9135302 Edm = 0.0516757 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297339.7204852 Edm = 0.0800556 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297339.5779876 Edm = 0.105054 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297339.5054075 Edm = 0.0441556 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297339.4386252 Edm = 0.0640528 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297339.387003 Edm = 0.051929 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297339.3062976 Edm = 0.0270946 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297339.2483423 Edm = 0.0655723 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297339.2194694 Edm = 0.0200641 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297339.1997353 Edm = 0.00539911 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297339.1949737 Edm = 0.00073314 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297339.1943031 Edm = 0.000149167 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297339.1940331 Edm = 0.000129388 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297339.1924847 Edm = 0.00132428 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297339.1566067 Edm = 0.0303989 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297337.4249238 Edm = 0.782761 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297336.380997 Edm = 0.429025 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297336.1438738 Edm = 0.156153 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297336.0781796 Edm = 0.0127353 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297336.063779 Edm = 0.0164312 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297336.0532662 Edm = 0.00234383 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297336.050018 Edm = 0.00016015 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297336.0498032 Edm = 4.98727e-05 NCalls = 331 -VariableMetric: After Hessian - FCN = 297336.0498032 Edm = 21327.7 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297336.0498032 Edm = 21327.7 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297334.2369495 Edm = 35985.2 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297328.7602469 Edm = 0.126295 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297328.6479952 Edm = 0.120778 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297327.9568681 Edm = 0.0845278 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297327.5762135 Edm = 0.0826379 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297327.1425104 Edm = 0.150976 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297326.8633784 Edm = 0.0584456 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297326.3452841 Edm = 0.420692 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297325.5199948 Edm = 0.641273 NCalls = 846 -VariableMetric: Iteration # 117 - FCN = 297324.9154732 Edm = 0.707327 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297323.0411808 Edm = 2.4656 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297320.8130814 Edm = 6.40665 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297318.1815079 Edm = 2.54247 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297315.3468507 Edm = 1.08466 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297314.6933122 Edm = 1.57107 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297312.7791821 Edm = 1.06717 NCalls = 869 -VariableMetric: Iteration # 124 - FCN = 297311.0099693 Edm = 0.345618 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297310.669043 Edm = 0.047321 NCalls = 872 -VariableMetric: Iteration # 126 - FCN = 297310.3161544 Edm = 0.122012 NCalls = 875 -VariableMetric: Iteration # 127 - FCN = 297310.140492 Edm = 0.0485769 NCalls = 877 -VariableMetric: Iteration # 128 - FCN = 297309.9431172 Edm = 0.100492 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297309.7941388 Edm = 0.0278172 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297309.7514704 Edm = 0.0203686 NCalls = 883 -VariableMetric: Iteration # 131 - FCN = 297309.638016 Edm = 0.01455 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297309.592968 Edm = 0.0197484 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297309.54442 Edm = 0.00219542 NCalls = 890 -VariableMetric: Iteration # 134 - FCN = 297309.5403357 Edm = 0.00196634 NCalls = 892 -VariableMetric: Iteration # 135 - FCN = 297309.5192864 Edm = 0.00521919 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297309.5007231 Edm = 0.009679 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297309.4583145 Edm = 0.002095 NCalls = 899 -VariableMetric: Iteration # 138 - FCN = 297309.4547416 Edm = 0.00149075 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297309.4371898 Edm = 0.00666042 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297309.4253793 Edm = 0.000900863 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297309.4225719 Edm = 0.00155725 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297309.4122553 Edm = 0.00261357 NCalls = 911 -VariableMetric: Iteration # 143 - FCN = 297309.3967132 Edm = 0.0105972 NCalls = 914 -VariableMetric: Iteration # 144 - FCN = 297309.3563639 Edm = 0.00460886 NCalls = 916 -VariableMetric: Iteration # 145 - FCN = 297309.351698 Edm = 0.00105833 NCalls = 918 -VariableMetric: Iteration # 146 - FCN = 297309.3443633 Edm = 0.00553105 NCalls = 921 -VariableMetric: Iteration # 147 - FCN = 297309.3128659 Edm = 0.00288409 NCalls = 924 -VariableMetric: Iteration # 148 - FCN = 297309.3089304 Edm = 0.000394518 NCalls = 926 -VariableMetric: Iteration # 149 - FCN = 297309.3066828 Edm = 0.00180644 NCalls = 929 -VariableMetric: Iteration # 150 - FCN = 297309.2830365 Edm = 0.00319981 NCalls = 932 -VariableMetric: Iteration # 151 - FCN = 297309.2792035 Edm = 0.000316228 NCalls = 934 -VariableMetric: Iteration # 152 - FCN = 297309.2782472 Edm = 0.000446998 NCalls = 936 -VariableMetric: Iteration # 153 - FCN = 297309.2740141 Edm = 0.00217976 NCalls = 939 -VariableMetric: Iteration # 154 - FCN = 297309.2675632 Edm = 0.000525174 NCalls = 941 -VariableMetric: Iteration # 155 - FCN = 297309.266919 Edm = 0.000335525 NCalls = 943 -VariableMetric: Iteration # 156 - FCN = 297309.2659064 Edm = 0.000682524 NCalls = 945 -VariableMetric: Iteration # 157 - FCN = 297309.2598634 Edm = 0.00303801 NCalls = 948 -VariableMetric: Iteration # 158 - FCN = 297309.251913 Edm = 0.00266029 NCalls = 951 -VariableMetric: Iteration # 159 - FCN = 297309.2497316 Edm = 0.00112168 NCalls = 953 -VariableMetric: Iteration # 160 - FCN = 297309.2474898 Edm = 0.0005938 NCalls = 957 -VariableMetric: Iteration # 161 - FCN = 297309.2458708 Edm = 0.00050277 NCalls = 961 -VariableMetric: Iteration # 162 - FCN = 297309.2448533 Edm = 0.00108634 NCalls = 964 -VariableMetric: Iteration # 163 - FCN = 297309.2444232 Edm = 0.00063599 NCalls = 966 -VariableMetric: Iteration # 164 - FCN = 297309.2430205 Edm = 0.000923096 NCalls = 971 -VariableMetric: Iteration # 165 - FCN = 297309.2415545 Edm = 0.00325107 NCalls = 975 -VariableMetric: Iteration # 166 - FCN = 297309.2397068 Edm = 0.00210071 NCalls = 979 -VariableMetric: Iteration # 167 - FCN = 297309.2376654 Edm = 0.0024062 NCalls = 983 -VariableMetric: Iteration # 168 - FCN = 297309.2373847 Edm = 0.0004305 NCalls = 986 -VariableMetric: Iteration # 169 - FCN = 297309.2334205 Edm = 0.0017333 NCalls = 990 -VariableMetric: Iteration # 170 - FCN = 297309.2302595 Edm = 0.00096865 NCalls = 993 -VariableMetric: Iteration # 171 - FCN = 297309.2292587 Edm = 0.000938871 NCalls = 995 -VariableMetric: Iteration # 172 - FCN = 297309.2281948 Edm = 0.000280789 NCalls = 998 -VariableMetric: Iteration # 173 - FCN = 297309.2276214 Edm = 0.000216184 NCalls = 1000 -VariableMetric: Iteration # 174 - FCN = 297309.2255635 Edm = 0.00195146 NCalls = 1003 -VariableMetric: Iteration # 175 - FCN = 297309.2204351 Edm = 0.00172651 NCalls = 1009 -VariableMetric: Iteration # 176 - FCN = 297309.2159761 Edm = 0.00316602 NCalls = 1012 -VariableMetric: Iteration # 177 - FCN = 297309.2148449 Edm = 0.000326503 NCalls = 1014 -VariableMetric: Iteration # 178 - FCN = 297309.2139103 Edm = 0.000222316 NCalls = 1017 -VariableMetric: Iteration # 179 - FCN = 297309.2135124 Edm = 0.000174908 NCalls = 1020 -VariableMetric: Iteration # 180 - FCN = 297309.2130517 Edm = 0.000443365 NCalls = 1022 -VariableMetric: Iteration # 181 - FCN = 297309.206636 Edm = 0.00422146 NCalls = 1027 -VariableMetric: Iteration # 182 - FCN = 297309.198389 Edm = 0.00225344 NCalls = 1030 -VariableMetric: Iteration # 183 - FCN = 297309.1956566 Edm = 0.000587956 NCalls = 1031 -VariableMetric: Iteration # 184 - FCN = 297309.1948301 Edm = 0.000177628 NCalls = 1033 -VariableMetric: Iteration # 185 - FCN = 297309.1946179 Edm = 4.2433e-05 NCalls = 1035 -VariableMetric: After Hessian - FCN = 297309.1946179 Edm = 0.090052 NCalls = 1524 -VariableMetric: Iteration # 186 - FCN = 297309.1946179 Edm = 0.090052 NCalls = 1524 -VariableMetric: Iteration # 187 - FCN = 297309.1872088 Edm = 0.0312417 NCalls = 1526 -VariableMetric: Iteration # 188 - FCN = 297309.1808833 Edm = 0.00318674 NCalls = 1528 -VariableMetric: Iteration # 189 - FCN = 297309.1754069 Edm = 0.00160526 NCalls = 1531 -VariableMetric: Iteration # 190 - FCN = 297309.1732798 Edm = 0.0016704 NCalls = 1534 -VariableMetric: Iteration # 191 - FCN = 297309.1711865 Edm = 0.000944693 NCalls = 1536 -VariableMetric: Iteration # 192 - FCN = 297309.1690006 Edm = 0.000965638 NCalls = 1539 -VariableMetric: Iteration # 193 - FCN = 297309.1680664 Edm = 0.000409037 NCalls = 1540 -VariableMetric: Iteration # 194 - FCN = 297309.1672765 Edm = 0.00024816 NCalls = 1543 -VariableMetric: Iteration # 195 - FCN = 297309.1666001 Edm = 0.000246927 NCalls = 1546 -VariableMetric: Iteration # 196 - FCN = 297309.1662141 Edm = 0.000109654 NCalls = 1549 -VariableMetric: Iteration # 197 - FCN = 297309.1660463 Edm = 4.61535e-05 NCalls = 1551 -VariableMetric: After Hessian - FCN = 297309.1660463 Edm = 7.49039e-05 NCalls = 2034 -VariableMetric: Iteration # 198 - FCN = 297309.1660463 Edm = 7.49039e-05 NCalls = 2034 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303109.1373317 Edm = 2.9878 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303109.1373317 Edm = 2.9878 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302314.40747 Edm = 9.11928 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302144.9249009 Edm = 118.705 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300787.1655026 Edm = 99.8443 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299252.8184715 Edm = 546.41 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 299138.7170766 Edm = 602.532 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298872.9007704 Edm = 16.4743 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298848.7145751 Edm = 1.9353 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298845.0903157 Edm = 1.02813 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298812.6715527 Edm = 27.8732 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298304.9763224 Edm = 140.756 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298105.7982833 Edm = 85.2135 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298061.4972761 Edm = 4.66048 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298057.2573912 Edm = 0.238021 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298057.0206527 Edm = 0.0450072 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 298024.4318403 Edm = 22.5881 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297932.7161805 Edm = 3.74565 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297927.2347938 Edm = 0.843284 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297925.9793331 Edm = 0.0348946 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297925.9392492 Edm = 0.00595509 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297925.8992086 Edm = 0.0330215 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297911.4714901 Edm = 14.051 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297869.3675813 Edm = 6.95786 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297862.6610421 Edm = 1.62563 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297860.390513 Edm = 3.22917 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297855.5770296 Edm = 1.6381 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297851.0198214 Edm = 3.42247 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297848.6457711 Edm = 4.51393 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297842.9952511 Edm = 2.1735 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297842.7689682 Edm = 1.19852 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297841.9570376 Edm = 0.452057 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297837.832195 Edm = 7.59801 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297837.3008075 Edm = 0.510786 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297835.6916769 Edm = 1.24525 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297834.3231451 Edm = 0.106629 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297834.2008495 Edm = 0.0580036 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297833.0512549 Edm = 1.25852 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297830.467117 Edm = 2.27377 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297809.7195485 Edm = 0.658934 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297809.3026774 Edm = 0.0838839 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297809.2431492 Edm = 0.00572588 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297809.229309 Edm = 0.0101937 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297807.9409756 Edm = 1.31811 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297807.9237468 Edm = 0.011166 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297805.9682924 Edm = 1.25203 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297774.9409253 Edm = 10.3418 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297755.7073867 Edm = 21.2154 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297748.6993297 Edm = 4.64296 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297742.4054574 Edm = 1.02104 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297741.3918145 Edm = 0.088469 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297741.1865047 Edm = 0.115142 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297741.0097346 Edm = 0.0540912 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297740.948376 Edm = 0.00906223 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297740.9318461 Edm = 0.00887358 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297740.7491126 Edm = 0.189321 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297737.8166137 Edm = 2.53225 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297684.4997663 Edm = 9.92376 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297675.0017674 Edm = 3.88238 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297672.5038844 Edm = 0.754907 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297671.5549363 Edm = 0.187903 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297671.32567 Edm = 0.145812 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297671.2308847 Edm = 0.0302614 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297671.1681736 Edm = 0.024392 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297671.1236341 Edm = 0.00402419 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297671.1174728 Edm = 0.00136086 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297671.0954513 Edm = 0.0221229 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297670.671653 Edm = 0.356653 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297665.5526 Edm = 2.92761 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297662.9586755 Edm = 10.4965 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297656.700762 Edm = 2.44816 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297651.9792455 Edm = 2.37538 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297648.4356576 Edm = 0.705091 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297647.717956 Edm = 0.0933749 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297647.6102565 Edm = 0.0423688 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297647.5598512 Edm = 0.00863549 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297647.5484128 Edm = 0.00199523 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297647.5404107 Edm = 0.00430706 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297647.4554062 Edm = 0.0594919 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297644.9787377 Edm = 2.3467 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297643.3356309 Edm = 1.45975 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297614.8747744 Edm = 27.6837 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297604.0988517 Edm = 36.8645 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297575.1233272 Edm = 8.81624 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297568.9437604 Edm = 2.54991 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297566.5327817 Edm = 1.35735 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297565.1264804 Edm = 0.268218 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297564.8885933 Edm = 0.024844 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297564.8546151 Edm = 0.0279389 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297564.7885355 Edm = 0.0317412 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297564.731001 Edm = 0.0199198 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297564.6257245 Edm = 0.052813 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297564.5326292 Edm = 0.0295709 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297564.4879192 Edm = 0.0889363 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297564.3201379 Edm = 0.258649 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297564.314497 Edm = 0.0900629 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297564.2911593 Edm = 0.00299646 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297564.2765332 Edm = 0.0097664 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297564.1600148 Edm = 0.0593195 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297563.9390335 Edm = 0.239646 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297563.7983743 Edm = 0.262798 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297562.5350468 Edm = 1.1075 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297559.6757268 Edm = 3.12937 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297558.8692219 Edm = 1.13124 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297558.2165106 Edm = 0.215774 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297558.0820718 Edm = 0.0810847 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297557.9753568 Edm = 0.146915 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297557.6961397 Edm = 0.186296 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297557.4543578 Edm = 0.141475 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297557.2800776 Edm = 0.0428845 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297557.2240975 Edm = 0.0134927 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297557.2123438 Edm = 0.00422427 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297557.2045239 Edm = 0.00134416 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297557.2024877 Edm = 0.000822983 NCalls = 355 -VariableMetric: Iteration # 113 - FCN = 297557.2007184 Edm = 0.00176101 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297557.0932207 Edm = 0.0922917 NCalls = 363 -VariableMetric: Iteration # 115 - FCN = 297553.3800452 Edm = 2.53578 NCalls = 368 -VariableMetric: Iteration # 116 - FCN = 297547.1636768 Edm = 2.02752 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297546.0330587 Edm = 0.209456 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297545.8246525 Edm = 0.0222912 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297545.7972591 Edm = 0.00467494 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297545.7919476 Edm = 0.000384199 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297545.7913802 Edm = 0.000134946 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297545.7908264 Edm = 0.000359777 NCalls = 384 -VariableMetric: Iteration # 123 - FCN = 297545.7868596 Edm = 0.00362256 NCalls = 387 -VariableMetric: Iteration # 124 - FCN = 297545.6067275 Edm = 0.172641 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297541.0810923 Edm = 2.63953 NCalls = 400 -VariableMetric: Iteration # 126 - FCN = 297539.3049921 Edm = 2.12011 NCalls = 402 -VariableMetric: Iteration # 127 - FCN = 297536.9702764 Edm = 0.27534 NCalls = 404 -VariableMetric: Iteration # 128 - FCN = 297536.8026896 Edm = 0.0391997 NCalls = 406 -VariableMetric: Iteration # 129 - FCN = 297536.7730937 Edm = 0.00797982 NCalls = 408 -VariableMetric: Iteration # 130 - FCN = 297536.7635815 Edm = 0.00150146 NCalls = 410 -VariableMetric: Iteration # 131 - FCN = 297536.7613534 Edm = 0.000597076 NCalls = 412 -VariableMetric: Iteration # 132 - FCN = 297536.7589418 Edm = 0.00175299 NCalls = 414 -VariableMetric: Iteration # 133 - FCN = 297536.7323157 Edm = 0.0279736 NCalls = 417 -VariableMetric: Iteration # 134 - FCN = 297534.0993806 Edm = 0.298982 NCalls = 424 -VariableMetric: Iteration # 135 - FCN = 297530.7179353 Edm = 0.546661 NCalls = 426 -VariableMetric: Iteration # 136 - FCN = 297530.2966221 Edm = 0.0812191 NCalls = 427 -VariableMetric: Iteration # 137 - FCN = 297530.2127105 Edm = 0.003833 NCalls = 429 -VariableMetric: Iteration # 138 - FCN = 297530.2087691 Edm = 0.000281503 NCalls = 430 -VariableMetric: Iteration # 139 - FCN = 297530.208503 Edm = 8.90269e-05 NCalls = 431 -VariableMetric: Iteration # 140 - FCN = 297530.2081506 Edm = 0.00028737 NCalls = 434 -VariableMetric: Iteration # 141 - FCN = 297530.1857567 Edm = 0.0216381 NCalls = 439 -VariableMetric: Iteration # 142 - FCN = 297529.2772249 Edm = 0.29272 NCalls = 443 -VariableMetric: Iteration # 143 - FCN = 297528.8898978 Edm = 0.00735217 NCalls = 445 -VariableMetric: Iteration # 144 - FCN = 297528.8809784 Edm = 0.000171415 NCalls = 447 -VariableMetric: Iteration # 145 - FCN = 297528.880787 Edm = 2.07837e-05 NCalls = 449 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321910.8571668 Edm = 4677.48 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321910.8571668 Edm = 4677.48 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313496.0401878 Edm = 25.5031 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 301123.1382259 Edm = 129.157 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300898.4860871 Edm = 16.064 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300857.7670466 Edm = 34.1421 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 299981.3476945 Edm = 5.63876 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299971.5430278 Edm = 13.9887 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299292.8659755 Edm = 324.667 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299127.4288282 Edm = 203.196 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298762.5657282 Edm = 128.36 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298595.5141424 Edm = 96.2199 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298584.7384975 Edm = 8.1195 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298300.2072946 Edm = 477.865 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298083.2760777 Edm = 417.232 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297965.046817 Edm = 46.7872 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297883.6309728 Edm = 22.9233 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297854.2677127 Edm = 4.28087 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297836.59697 Edm = 1.19486 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297832.3165679 Edm = 0.243915 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297831.5509343 Edm = 0.180087 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297829.5387739 Edm = 0.536794 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297813.2470476 Edm = 9.39221 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297789.7517468 Edm = 3.20637 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297784.3832938 Edm = 4.19195 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297783.3625178 Edm = 0.31588 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297781.1773986 Edm = 3.24207 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297771.5562912 Edm = 8.1505 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297612.989933 Edm = 13.9647 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297595.8948195 Edm = 1.05034 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297593.0408036 Edm = 1.96109 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297575.7001297 Edm = 13.3546 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297565.5838249 Edm = 14.6075 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297553.5774382 Edm = 1.548 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297542.2063487 Edm = 8.75586 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297531.6556916 Edm = 8.65907 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297517.0959766 Edm = 4.98111 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297483.2607516 Edm = 39.8243 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297471.3627921 Edm = 13.4761 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297430.3010401 Edm = 11.1087 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297416.1502863 Edm = 6.82049 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297411.0011351 Edm = 9.74215 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297403.2686726 Edm = 3.09619 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297395.9862929 Edm = 6.06416 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297392.6624206 Edm = 0.765841 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297391.4074279 Edm = 0.110098 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297391.2720532 Edm = 0.0291785 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297391.1784408 Edm = 0.087884 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297390.451483 Edm = 0.685654 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297378.3835122 Edm = 13.8343 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297356.0089833 Edm = 24.7486 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297354.5865787 Edm = 3.34295 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297348.7595139 Edm = 8.17305 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297336.5553558 Edm = 8.47337 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297294.5190619 Edm = 17.5811 NCalls = 204 -VariableMetric: Iteration # 54 - FCN = 297287.9849259 Edm = 1.96849 NCalls = 206 -VariableMetric: Iteration # 55 - FCN = 297287.3584173 Edm = 0.459165 NCalls = 208 -VariableMetric: Iteration # 56 - FCN = 297286.9451013 Edm = 0.196139 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297286.8524933 Edm = 0.0428542 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297286.7506439 Edm = 0.0829794 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297278.4640163 Edm = 5.85864 NCalls = 220 -VariableMetric: Iteration # 60 - FCN = 297240.0179501 Edm = 5.08697 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297233.0033386 Edm = 0.555789 NCalls = 226 -VariableMetric: Iteration # 62 - FCN = 297232.4100896 Edm = 0.185609 NCalls = 228 -VariableMetric: Iteration # 63 - FCN = 297232.2241951 Edm = 0.00859272 NCalls = 230 -VariableMetric: Iteration # 64 - FCN = 297232.2112573 Edm = 0.00384276 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297232.1748962 Edm = 0.0276893 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297231.2613793 Edm = 0.838195 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297224.1939604 Edm = 3.74589 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297215.6009746 Edm = 3.30986 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297209.4484123 Edm = 0.0735666 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297209.3702386 Edm = 0.00557343 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297209.3532995 Edm = 0.00676098 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297209.3224947 Edm = 0.0169547 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297208.9607744 Edm = 0.319521 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297195.5854557 Edm = 6.77428 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297180.2299651 Edm = 1.5388 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297176.985906 Edm = 0.615139 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297176.4651276 Edm = 0.139249 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297176.3246748 Edm = 0.02116 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297176.303314 Edm = 0.00280227 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297176.2977809 Edm = 0.00267762 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297176.2696654 Edm = 0.0205454 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297175.9786727 Edm = 0.250174 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297172.4871227 Edm = 1.25234 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297170.3486244 Edm = 0.172722 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297170.1469832 Edm = 0.0243988 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297170.119444 Edm = 0.00404879 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297170.113998 Edm = 0.000298871 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297170.1133982 Edm = 0.000168016 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297170.1123694 Edm = 0.000891531 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297170.091163 Edm = 0.020024 NCalls = 303 -VariableMetric: Iteration # 91 - FCN = 297168.7054391 Edm = 0.561033 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297167.9915736 Edm = 0.196746 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297167.6848239 Edm = 0.122873 NCalls = 314 -VariableMetric: Iteration # 94 - FCN = 297167.5726186 Edm = 0.0163958 NCalls = 316 -VariableMetric: Iteration # 95 - FCN = 297167.556984 Edm = 0.000632822 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297167.5558278 Edm = 0.000468283 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297167.5499795 Edm = 0.00598968 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297167.5134733 Edm = 0.0300205 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297167.2089354 Edm = 0.263569 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297165.3527186 Edm = 0.836521 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297164.3583382 Edm = 0.444304 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297163.938576 Edm = 0.0787454 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297163.872567 Edm = 0.0103502 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297163.8597815 Edm = 0.000611498 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297163.8590923 Edm = 0.000118102 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297163.8584757 Edm = 0.000436548 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297163.8558232 Edm = 0.00269427 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297163.8425446 Edm = 0.0138207 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297163.3207195 Edm = 0.170698 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297161.6752932 Edm = 0.839706 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297160.6857122 Edm = 0.272733 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297160.4453059 Edm = 0.0131943 NCalls = 371 -VariableMetric: Iteration # 113 - FCN = 297160.4334777 Edm = 0.00274554 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297160.4301815 Edm = 0.000366675 NCalls = 375 -VariableMetric: Iteration # 115 - FCN = 297160.4297002 Edm = 5.35393e-05 NCalls = 377 -VariableMetric: After Hessian - FCN = 297160.4297002 Edm = 528.441 NCalls = 854 -VariableMetric: Iteration # 116 - FCN = 297160.4297002 Edm = 528.441 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297155.5874307 Edm = 9680.44 NCalls = 865 -VariableMetric: Iteration # 118 - FCN = 297151.4049155 Edm = 5.11321 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297150.7458694 Edm = 0.669079 NCalls = 869 -VariableMetric: Iteration # 120 - FCN = 297148.8182355 Edm = 0.916423 NCalls = 872 -VariableMetric: Iteration # 121 - FCN = 297147.7856641 Edm = 0.204513 NCalls = 874 -VariableMetric: Iteration # 122 - FCN = 297146.9927222 Edm = 0.198476 NCalls = 876 -VariableMetric: Iteration # 123 - FCN = 297146.4103444 Edm = 0.285789 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297145.3953976 Edm = 0.299264 NCalls = 884 -VariableMetric: Iteration # 125 - FCN = 297144.9198465 Edm = 0.106508 NCalls = 886 -VariableMetric: Iteration # 126 - FCN = 297144.822876 Edm = 0.0797724 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297144.6455264 Edm = 0.0700588 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297144.5609166 Edm = 0.0951318 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297144.4777704 Edm = 0.0239614 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297144.4344883 Edm = 0.0127273 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297144.4179625 Edm = 0.00921768 NCalls = 900 -VariableMetric: Iteration # 132 - FCN = 297144.3920494 Edm = 0.00476918 NCalls = 902 -VariableMetric: Iteration # 133 - FCN = 297144.3755745 Edm = 0.00660267 NCalls = 904 -VariableMetric: Iteration # 134 - FCN = 297144.3476295 Edm = 0.00846558 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297144.3189336 Edm = 0.00968317 NCalls = 908 -VariableMetric: Iteration # 136 - FCN = 297144.2864296 Edm = 0.0134205 NCalls = 910 -VariableMetric: Iteration # 137 - FCN = 297144.2396146 Edm = 0.00552395 NCalls = 912 -VariableMetric: Iteration # 138 - FCN = 297144.2191676 Edm = 0.00841649 NCalls = 914 -VariableMetric: Iteration # 139 - FCN = 297144.1934422 Edm = 0.0120014 NCalls = 916 -VariableMetric: Iteration # 140 - FCN = 297144.1170606 Edm = 0.0309502 NCalls = 919 -VariableMetric: Iteration # 141 - FCN = 297144.0528842 Edm = 0.0176705 NCalls = 921 -VariableMetric: Iteration # 142 - FCN = 297143.9821702 Edm = 0.0342682 NCalls = 923 -VariableMetric: Iteration # 143 - FCN = 297143.9109413 Edm = 0.00914486 NCalls = 925 -VariableMetric: Iteration # 144 - FCN = 297143.8758082 Edm = 0.0168082 NCalls = 927 -VariableMetric: Iteration # 145 - FCN = 297143.8325297 Edm = 0.0102276 NCalls = 929 -VariableMetric: Iteration # 146 - FCN = 297143.8115385 Edm = 0.0064243 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 297143.7964306 Edm = 0.00325763 NCalls = 933 -VariableMetric: Iteration # 148 - FCN = 297143.7900424 Edm = 0.00209379 NCalls = 935 -VariableMetric: Iteration # 149 - FCN = 297143.7870107 Edm = 0.00097918 NCalls = 937 -VariableMetric: Iteration # 150 - FCN = 297143.783359 Edm = 0.00202815 NCalls = 940 -VariableMetric: Iteration # 151 - FCN = 297143.7723014 Edm = 0.00112768 NCalls = 943 -VariableMetric: Iteration # 152 - FCN = 297143.7703059 Edm = 0.000538903 NCalls = 945 -VariableMetric: Iteration # 153 - FCN = 297143.7690606 Edm = 0.000313249 NCalls = 947 -VariableMetric: Iteration # 154 - FCN = 297143.7684578 Edm = 0.00021782 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297143.7679319 Edm = 6.81385e-05 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297143.7677891 Edm = 4.60338e-05 NCalls = 953 -VariableMetric: After Hessian - FCN = 297143.7677891 Edm = 0.000312951 NCalls = 1434 -VariableMetric: Iteration # 157 - FCN = 297143.7677891 Edm = 0.000312951 NCalls = 1434 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303558.0145416 Edm = 39.135 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303558.0145416 Edm = 39.135 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302307.9881245 Edm = 1.59526 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302301.3423229 Edm = 1.26433 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 302207.0456328 Edm = 128.895 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302095.507539 Edm = 125.119 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302077.9289405 Edm = 11.1626 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300525.6129046 Edm = 206.395 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 300114.3422758 Edm = 76.0333 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299795.459904 Edm = 151.691 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 299166.9716038 Edm = 407.857 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 299147.1605062 Edm = 14.2601 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 298342.3970143 Edm = 4.54649 NCalls = 61 -VariableMetric: Iteration # 12 - FCN = 298337.9849756 Edm = 5.49096 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 298334.7656183 Edm = 0.712932 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298028.7531504 Edm = 114.13 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 297813.3008763 Edm = 59.4931 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 297686.7047683 Edm = 25.5351 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 297563.7167004 Edm = 7.89717 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297557.8088696 Edm = 1.20969 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297556.0652437 Edm = 0.0669529 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297555.8773654 Edm = 0.10702 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297507.2788077 Edm = 15.325 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297468.4890552 Edm = 43.484 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297435.522487 Edm = 13.6807 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297405.0624319 Edm = 8.41236 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297398.7912513 Edm = 3.1631 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297395.5734253 Edm = 0.859079 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297394.0001746 Edm = 0.196812 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297393.6525925 Edm = 0.1887 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297377.8023393 Edm = 11.9811 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297331.7777634 Edm = 2.61661 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297328.8599757 Edm = 3.57508 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297327.8494159 Edm = 0.460417 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297325.7577178 Edm = 0.597367 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297324.3914428 Edm = 0.477125 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297323.8987952 Edm = 0.0932303 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297323.6104373 Edm = 0.0942433 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297323.5127865 Edm = 0.0395188 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297323.3020838 Edm = 0.141051 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297321.5397853 Edm = 0.963433 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297316.3920147 Edm = 1.9573 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297304.1606883 Edm = 0.928549 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297302.9812761 Edm = 3.59944 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297302.2228347 Edm = 0.488144 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297300.9387536 Edm = 0.838088 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297300.2988327 Edm = 1.5284 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297296.9215295 Edm = 1.17389 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297295.1878059 Edm = 2.12567 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297293.729142 Edm = 0.29784 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297293.0103675 Edm = 0.147205 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297292.871106 Edm = 0.0202538 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297292.8222928 Edm = 0.024232 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297292.333045 Edm = 0.361328 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297273.1174266 Edm = 7.21882 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297266.1731939 Edm = 2.06852 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297264.4315096 Edm = 1.90701 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297263.710811 Edm = 0.182273 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297263.2228337 Edm = 0.207721 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297262.9397758 Edm = 0.137854 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297262.799402 Edm = 0.0704002 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297262.7414042 Edm = 0.0236166 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297262.6959305 Edm = 0.00614744 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297262.6850352 Edm = 0.00393873 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297262.6802216 Edm = 0.00341219 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297262.6394151 Edm = 0.0258036 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297262.1477495 Edm = 0.491568 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297261.7398077 Edm = 1.05161 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297260.4847998 Edm = 1.93982 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297260.0596879 Edm = 0.489898 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297258.8906081 Edm = 1.21034 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297258.012713 Edm = 1.025 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297257.7891827 Edm = 0.191139 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297250.6560517 Edm = 5.27432 NCalls = 258 -VariableMetric: Iteration # 73 - FCN = 297247.1265672 Edm = 2.56274 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297244.0864768 Edm = 7.50083 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297237.4933752 Edm = 4.88549 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297229.8480475 Edm = 10.9819 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297219.961537 Edm = 0.554925 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297219.5039447 Edm = 0.300245 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297219.3661445 Edm = 0.0395529 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297219.3294188 Edm = 0.051387 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297219.2192976 Edm = 0.074033 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297218.8492037 Edm = 0.155226 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297218.203384 Edm = 0.440529 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297215.9084588 Edm = 0.451288 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297215.8314851 Edm = 1.27643 NCalls = 297 -VariableMetric: Iteration # 86 - FCN = 297214.8800253 Edm = 0.373267 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297214.485326 Edm = 0.152385 NCalls = 302 -VariableMetric: Iteration # 88 - FCN = 297214.2946816 Edm = 0.0242614 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297214.2114298 Edm = 0.0582933 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297212.7426418 Edm = 0.906081 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297207.1906373 Edm = 1.91498 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297205.2767053 Edm = 0.531841 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297204.8901727 Edm = 0.151055 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297204.800751 Edm = 0.04528 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297204.7232126 Edm = 0.00964617 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297204.7073275 Edm = 0.00287179 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297204.6981628 Edm = 0.00674442 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297204.6919919 Edm = 0.00321996 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297204.6870761 Edm = 0.000631718 NCalls = 329 -VariableMetric: Iteration # 100 - FCN = 297204.6860023 Edm = 0.000370679 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297204.6823891 Edm = 0.00232298 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297204.6786565 Edm = 0.00543596 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297204.6669773 Edm = 0.00765682 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297204.6656632 Edm = 0.0117635 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297204.639181 Edm = 0.0323259 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297204.5542569 Edm = 0.0644575 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297204.549383 Edm = 0.0327012 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297204.4589388 Edm = 0.0626403 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297204.2954593 Edm = 0.0741993 NCalls = 369 -VariableMetric: Iteration # 110 - FCN = 297204.1941344 Edm = 0.253853 NCalls = 372 -VariableMetric: Iteration # 111 - FCN = 297204.0035513 Edm = 0.07765 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297203.890478 Edm = 0.0301754 NCalls = 378 -VariableMetric: Iteration # 113 - FCN = 297203.8501033 Edm = 0.00779125 NCalls = 380 -VariableMetric: Iteration # 114 - FCN = 297203.8359417 Edm = 0.00704474 NCalls = 382 -VariableMetric: Iteration # 115 - FCN = 297203.8175246 Edm = 0.0178749 NCalls = 384 -VariableMetric: Iteration # 116 - FCN = 297203.5028718 Edm = 0.268495 NCalls = 389 -VariableMetric: Iteration # 117 - FCN = 297200.6400524 Edm = 2.49673 NCalls = 393 -VariableMetric: Iteration # 118 - FCN = 297197.2091833 Edm = 3.55052 NCalls = 397 -VariableMetric: Iteration # 119 - FCN = 297195.6344838 Edm = 0.987985 NCalls = 401 -VariableMetric: Iteration # 120 - FCN = 297194.4413861 Edm = 0.271845 NCalls = 404 -VariableMetric: Iteration # 121 - FCN = 297194.2056481 Edm = 0.040646 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297194.1513353 Edm = 0.0146994 NCalls = 408 -VariableMetric: Iteration # 123 - FCN = 297194.1325247 Edm = 0.00153097 NCalls = 410 -VariableMetric: Iteration # 124 - FCN = 297194.1306404 Edm = 0.000235147 NCalls = 412 -VariableMetric: Iteration # 125 - FCN = 297194.1302166 Edm = 0.000265884 NCalls = 414 -VariableMetric: Iteration # 126 - FCN = 297194.1203322 Edm = 0.00998856 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297193.903358 Edm = 0.0233209 NCalls = 426 -VariableMetric: Iteration # 128 - FCN = 297192.6559954 Edm = 0.383426 NCalls = 428 -VariableMetric: Iteration # 129 - FCN = 297191.8241763 Edm = 0.0219071 NCalls = 430 -VariableMetric: Iteration # 130 - FCN = 297191.7973096 Edm = 0.00127573 NCalls = 432 -VariableMetric: Iteration # 131 - FCN = 297191.7961247 Edm = 6.80848e-05 NCalls = 434 -VariableMetric: After Hessian - FCN = 297191.7961247 Edm = 103.603 NCalls = 907 -VariableMetric: Iteration # 132 - FCN = 297191.7961247 Edm = 103.603 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297188.9882688 Edm = 1.4902 NCalls = 912 -VariableMetric: Iteration # 134 - FCN = 297187.6880222 Edm = 1.4185 NCalls = 914 -VariableMetric: Iteration # 135 - FCN = 297187.086556 Edm = 0.153599 NCalls = 917 -VariableMetric: Iteration # 136 - FCN = 297186.6564034 Edm = 0.386505 NCalls = 920 -VariableMetric: Iteration # 137 - FCN = 297186.4230852 Edm = 0.185514 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297186.1027489 Edm = 0.124416 NCalls = 926 -VariableMetric: Iteration # 139 - FCN = 297185.9373673 Edm = 0.0470885 NCalls = 928 -VariableMetric: Iteration # 140 - FCN = 297185.8442155 Edm = 0.0603651 NCalls = 931 -VariableMetric: Iteration # 141 - FCN = 297185.7860136 Edm = 0.0246051 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297185.7187561 Edm = 0.0259975 NCalls = 935 -VariableMetric: Iteration # 143 - FCN = 297185.6390781 Edm = 0.0194364 NCalls = 937 -VariableMetric: Iteration # 144 - FCN = 297185.5998486 Edm = 0.0089886 NCalls = 939 -VariableMetric: Iteration # 145 - FCN = 297185.5804769 Edm = 0.00456811 NCalls = 941 -VariableMetric: Iteration # 146 - FCN = 297185.5681827 Edm = 0.00629266 NCalls = 943 -VariableMetric: Iteration # 147 - FCN = 297185.5454458 Edm = 0.00587515 NCalls = 946 -VariableMetric: Iteration # 148 - FCN = 297185.5321213 Edm = 0.00797245 NCalls = 948 -VariableMetric: Iteration # 149 - FCN = 297185.5069623 Edm = 0.00626146 NCalls = 952 -VariableMetric: Iteration # 150 - FCN = 297185.4938451 Edm = 0.00716363 NCalls = 954 -VariableMetric: Iteration # 151 - FCN = 297185.4665699 Edm = 0.014638 NCalls = 958 -VariableMetric: Iteration # 152 - FCN = 297185.4452764 Edm = 0.00645147 NCalls = 960 -VariableMetric: Iteration # 153 - FCN = 297185.4320245 Edm = 0.00668662 NCalls = 963 -VariableMetric: Iteration # 154 - FCN = 297185.4099954 Edm = 0.00469479 NCalls = 966 -VariableMetric: Iteration # 155 - FCN = 297185.3973489 Edm = 0.00444134 NCalls = 968 -VariableMetric: Iteration # 156 - FCN = 297185.368649 Edm = 0.0157942 NCalls = 971 -VariableMetric: Iteration # 157 - FCN = 297185.3364256 Edm = 0.0244766 NCalls = 974 -VariableMetric: Iteration # 158 - FCN = 297185.2908203 Edm = 0.0175885 NCalls = 976 -VariableMetric: Iteration # 159 - FCN = 297185.2657563 Edm = 0.028096 NCalls = 978 -VariableMetric: Iteration # 160 - FCN = 297185.2216805 Edm = 0.0236334 NCalls = 981 -VariableMetric: Iteration # 161 - FCN = 297185.1692526 Edm = 0.00669444 NCalls = 983 -VariableMetric: Iteration # 162 - FCN = 297185.1511218 Edm = 0.00454805 NCalls = 985 -VariableMetric: Iteration # 163 - FCN = 297185.1419151 Edm = 0.00223271 NCalls = 987 -VariableMetric: Iteration # 164 - FCN = 297185.1383121 Edm = 0.00179302 NCalls = 989 -VariableMetric: Iteration # 165 - FCN = 297185.1311795 Edm = 0.00248212 NCalls = 992 -VariableMetric: Iteration # 166 - FCN = 297185.1251907 Edm = 0.00142158 NCalls = 994 -VariableMetric: Iteration # 167 - FCN = 297185.1159789 Edm = 0.0045347 NCalls = 997 -VariableMetric: Iteration # 168 - FCN = 297185.1027989 Edm = 0.00351245 NCalls = 1000 -VariableMetric: Iteration # 169 - FCN = 297185.0991966 Edm = 0.00276738 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297185.0914685 Edm = 0.00404955 NCalls = 1004 -VariableMetric: Iteration # 171 - FCN = 297185.0774477 Edm = 0.00246146 NCalls = 1006 -VariableMetric: Iteration # 172 - FCN = 297185.0746197 Edm = 0.00370819 NCalls = 1007 -VariableMetric: Iteration # 173 - FCN = 297185.0682735 Edm = 0.00306681 NCalls = 1009 -VariableMetric: Iteration # 174 - FCN = 297185.0610329 Edm = 0.00163008 NCalls = 1012 -VariableMetric: Iteration # 175 - FCN = 297185.0573942 Edm = 0.0018504 NCalls = 1014 -VariableMetric: Iteration # 176 - FCN = 297185.053161 Edm = 0.00177653 NCalls = 1017 -VariableMetric: Iteration # 177 - FCN = 297185.0493491 Edm = 0.00256059 NCalls = 1019 -VariableMetric: Iteration # 178 - FCN = 297185.044249 Edm = 0.00341461 NCalls = 1023 -VariableMetric: Iteration # 179 - FCN = 297185.0395893 Edm = 0.00563125 NCalls = 1026 -VariableMetric: Iteration # 180 - FCN = 297185.0365796 Edm = 0.00161209 NCalls = 1028 -VariableMetric: Iteration # 181 - FCN = 297185.0344747 Edm = 0.0010504 NCalls = 1031 -VariableMetric: Iteration # 182 - FCN = 297185.0337575 Edm = 0.000717548 NCalls = 1033 -VariableMetric: Iteration # 183 - FCN = 297185.0307104 Edm = 0.00152023 NCalls = 1036 -VariableMetric: Iteration # 184 - FCN = 297185.0287025 Edm = 0.0014137 NCalls = 1038 -VariableMetric: Iteration # 185 - FCN = 297185.0273957 Edm = 0.000728464 NCalls = 1041 -VariableMetric: Iteration # 186 - FCN = 297185.0250357 Edm = 0.00152082 NCalls = 1045 -VariableMetric: Iteration # 187 - FCN = 297185.0225415 Edm = 0.00072348 NCalls = 1047 -VariableMetric: Iteration # 188 - FCN = 297185.0212569 Edm = 0.000840381 NCalls = 1050 -VariableMetric: Iteration # 189 - FCN = 297185.020232 Edm = 0.00148499 NCalls = 1053 -VariableMetric: Iteration # 190 - FCN = 297185.0173004 Edm = 0.00115085 NCalls = 1056 -VariableMetric: Iteration # 191 - FCN = 297185.0153381 Edm = 0.000801162 NCalls = 1059 -VariableMetric: Iteration # 192 - FCN = 297185.0138152 Edm = 0.000744815 NCalls = 1061 -VariableMetric: Iteration # 193 - FCN = 297185.0115786 Edm = 0.00165426 NCalls = 1064 -VariableMetric: Iteration # 194 - FCN = 297185.009852 Edm = 0.000540392 NCalls = 1066 -VariableMetric: Iteration # 195 - FCN = 297185.0090213 Edm = 0.000320972 NCalls = 1068 -VariableMetric: Iteration # 196 - FCN = 297185.0081953 Edm = 0.000251508 NCalls = 1071 -VariableMetric: Iteration # 197 - FCN = 297185.0078052 Edm = 4.72798e-05 NCalls = 1073 -VariableMetric: After Hessian - FCN = 297185.0078052 Edm = 0.000700121 NCalls = 1554 -VariableMetric: Iteration # 198 - FCN = 297185.0078052 Edm = 0.000700121 NCalls = 1554 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311704.3832068 Edm = 47.8287 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311704.3832068 Edm = 47.8287 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304265.8637677 Edm = 20.0835 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304251.2360757 Edm = 57.5367 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297990.4369372 Edm = 59.1862 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297937.7083792 Edm = 123.148 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297643.8345715 Edm = 0.984033 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297641.3403009 Edm = 0.526709 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297637.3594799 Edm = 2.44961 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297496.4223215 Edm = 20.6091 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297472.3944968 Edm = 0.162239 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297472.2237502 Edm = 0.0310936 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297471.5130204 Edm = 0.651989 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297358.0919518 Edm = 6.24139 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297347.0702948 Edm = 1.92186 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297332.5734142 Edm = 1.13112 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297331.7151076 Edm = 1.74171 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297330.965764 Edm = 0.104864 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297330.7232802 Edm = 0.0233561 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297328.9715055 Edm = 1.68338 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297288.0172647 Edm = 0.10405 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297287.8575769 Edm = 0.00532647 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297287.8199521 Edm = 0.0405018 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297286.6376813 Edm = 1.49796 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297286.479173 Edm = 0.154488 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297281.3262543 Edm = 3.4146 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297246.2625973 Edm = 6.88026 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297234.8497402 Edm = 1.80279 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297233.2369845 Edm = 0.0363705 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297233.1897176 Edm = 0.0131869 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297232.9899367 Edm = 0.184349 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297214.3387656 Edm = 5.12747 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297208.6768893 Edm = 0.883294 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297207.9787652 Edm = 0.0162037 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297207.9614368 Edm = 0.00113792 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297207.9535527 Edm = 0.00573959 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297207.5307003 Edm = 0.247464 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297205.8117179 Edm = 0.753262 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297201.9291525 Edm = 1.31223 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297200.5306424 Edm = 0.183696 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297200.4042307 Edm = 0.0150106 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297200.38842 Edm = 0.00135996 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297200.3848884 Edm = 0.00228517 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297200.1401107 Edm = 0.259648 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297199.2977457 Edm = 0.756033 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297192.0677853 Edm = 0.24304 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297191.8879272 Edm = 0.00421531 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297191.8832939 Edm = 0.000861107 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297191.8762387 Edm = 0.00761908 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297191.7065192 Edm = 0.225676 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297191.6777015 Edm = 0.0282571 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297191.295771 Edm = 0.361388 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297180.6796898 Edm = 2.42022 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297177.4486419 Edm = 0.453301 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297177.1093955 Edm = 0.426459 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297176.5535687 Edm = 0.254503 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297176.0036377 Edm = 0.122275 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297175.884796 Edm = 0.0331846 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297175.8427264 Edm = 0.00348155 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297175.8385436 Edm = 0.000441345 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297175.835739 Edm = 0.00205313 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297175.7613329 Edm = 0.0694599 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297173.2333199 Edm = 2.45301 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297173.0635585 Edm = 0.265406 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297172.3582547 Edm = 0.761898 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297170.1179058 Edm = 1.31241 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297168.577691 Edm = 1.00176 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297167.2119568 Edm = 0.576486 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297165.7717856 Edm = 1.32882 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297164.5580576 Edm = 0.604134 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297163.8796155 Edm = 0.0983935 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297163.7757762 Edm = 0.00750295 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297163.7672805 Edm = 0.000673029 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297163.7657368 Edm = 0.00126203 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297163.7507497 Edm = 0.0181888 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297163.173805 Edm = 0.273015 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297159.5796779 Edm = 2.92719 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297156.7798843 Edm = 4.85073 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297155.2630109 Edm = 0.872868 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297153.6472573 Edm = 0.24409 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297153.5079598 Edm = 0.0301284 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297153.4750645 Edm = 0.00803582 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297153.4575027 Edm = 0.00412919 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297153.4502207 Edm = 0.00197243 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297153.4473749 Edm = 0.000855079 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297153.4431819 Edm = 0.0038084 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297153.2051937 Edm = 0.298305 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297153.1225533 Edm = 0.0806714 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297148.6348119 Edm = 4.00808 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297148.477293 Edm = 0.34391 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297148.0366757 Edm = 0.925901 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297147.4842599 Edm = 0.818515 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297147.0885541 Edm = 0.730101 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297145.9780368 Edm = 0.680222 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297145.1637187 Edm = 0.154183 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297145.0189485 Edm = 0.0412229 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297144.9399275 Edm = 0.0509566 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297144.4685246 Edm = 0.194886 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297144.2612628 Edm = 0.328588 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297144.0647275 Edm = 0.075302 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297143.9997584 Edm = 0.00852558 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297143.9856705 Edm = 0.0044356 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297143.9774427 Edm = 0.000547871 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297143.9768942 Edm = 4.41799e-05 NCalls = 329 -VariableMetric: After Hessian - FCN = 297143.9768942 Edm = 69.8332 NCalls = 806 -VariableMetric: Iteration # 103 - FCN = 297143.9768942 Edm = 69.8332 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297143.2911488 Edm = 7.92777 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297142.8432747 Edm = 2.67293 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297142.0930065 Edm = 0.12245 NCalls = 818 -VariableMetric: Iteration # 107 - FCN = 297141.9042761 Edm = 0.0416246 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297141.8129265 Edm = 0.0362298 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297141.7896924 Edm = 0.0130541 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297141.7666809 Edm = 0.0085096 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297141.7330722 Edm = 0.0110958 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297141.7062764 Edm = 0.00711666 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297141.6986177 Edm = 0.0131699 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297141.6865667 Edm = 0.00538711 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297141.6694313 Edm = 0.00777473 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297141.660233 Edm = 0.0109991 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297141.6438048 Edm = 0.00599034 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297141.6325788 Edm = 0.0021132 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297141.6299625 Edm = 0.000737763 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297141.6290097 Edm = 0.000272145 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297141.6283669 Edm = 0.000277448 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297141.6271981 Edm = 0.000434622 NCalls = 855 -VariableMetric: Iteration # 123 - FCN = 297141.62568 Edm = 0.000659938 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297141.6242906 Edm = 0.000949813 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297141.6230586 Edm = 0.000376898 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297141.6223619 Edm = 0.000435472 NCalls = 866 -VariableMetric: Iteration # 127 - FCN = 297141.6220723 Edm = 0.00016112 NCalls = 868 -VariableMetric: Iteration # 128 - FCN = 297141.6217855 Edm = 6.6217e-05 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297141.6216055 Edm = 6.81974e-05 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297141.6214907 Edm = 4.82529e-05 NCalls = 876 -VariableMetric: After Hessian - FCN = 297141.6214907 Edm = 0.000874836 NCalls = 1355 -VariableMetric: Iteration # 131 - FCN = 297141.6214907 Edm = 0.000874836 NCalls = 1355 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303251.1124026 Edm = 18.4856 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303251.1124026 Edm = 18.4856 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300572.470382 Edm = 0.727471 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300565.2301385 Edm = 0.51406 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300563.6549199 Edm = 1.10583 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300332.2632333 Edm = 188.869 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299686.6938089 Edm = 411.912 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299466.978403 Edm = 122.21 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299108.5447709 Edm = 229.807 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298996.6161683 Edm = 31.6474 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298973.9630572 Edm = 1.7587 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298970.2054364 Edm = 1.61587 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298677.3053579 Edm = 165.125 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298220.4834428 Edm = 377.458 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298054.5777974 Edm = 0.281281 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298054.1366244 Edm = 0.136379 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298050.6630288 Edm = 3.15737 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297992.6614801 Edm = 58.3572 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297723.2933931 Edm = 106.556 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297517.2081113 Edm = 16.3187 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297506.0696513 Edm = 18.5247 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297499.6960846 Edm = 0.723384 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297497.7157847 Edm = 0.114175 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297497.5444173 Edm = 0.0127336 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297496.5546741 Edm = 0.974589 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297357.4689701 Edm = 15.9667 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297344.0564179 Edm = 3.37863 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297338.6231239 Edm = 1.0872 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297336.2231534 Edm = 0.422652 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297335.6739723 Edm = 0.05832 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297335.6223104 Edm = 0.00533727 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297335.6065443 Edm = 0.00774866 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297335.0904841 Edm = 0.471205 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297300.6844662 Edm = 8.89758 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297285.9525334 Edm = 1.36023 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297284.4541259 Edm = 0.516313 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297284.153538 Edm = 0.115241 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297284.0609242 Edm = 0.00658018 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297284.0524602 Edm = 0.00215545 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297283.7910075 Edm = 0.208809 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297279.2982623 Edm = 3.51606 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297267.406567 Edm = 2.11025 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297265.7037936 Edm = 5.20744 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297264.2713891 Edm = 0.443903 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297263.3158633 Edm = 0.635606 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297261.2145314 Edm = 2.56064 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297258.6896229 Edm = 1.03874 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297257.6309906 Edm = 0.295216 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297257.3861244 Edm = 0.013794 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297257.3724387 Edm = 0.0024071 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297257.3659602 Edm = 0.00477615 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297257.3031466 Edm = 0.0608338 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297255.459115 Edm = 1.90796 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297253.0167885 Edm = 2.01603 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297236.873541 Edm = 3.15298 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297236.2208273 Edm = 0.745298 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297235.5372368 Edm = 0.217018 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297235.1446099 Edm = 0.515795 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297234.265737 Edm = 0.337582 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297233.5720224 Edm = 0.783764 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297233.0827331 Edm = 0.1961 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297232.811138 Edm = 0.0180568 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297232.7934796 Edm = 0.00120501 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297232.7921368 Edm = 0.000229827 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297232.7837488 Edm = 0.00921586 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297232.5012048 Edm = 0.0884334 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297230.7607059 Edm = 1.01737 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297226.3538596 Edm = 2.27943 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297224.7158999 Edm = 0.444046 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297224.319727 Edm = 0.049936 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297224.2615315 Edm = 0.00478719 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297224.2559035 Edm = 0.00034746 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297224.2553381 Edm = 0.000351867 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297224.2419809 Edm = 0.0138143 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297224.0020407 Edm = 0.104355 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297223.9531523 Edm = 0.000556391 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297223.9523373 Edm = 0.000271578 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297223.9493564 Edm = 0.00315237 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297223.6974616 Edm = 0.11524 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297223.6404565 Edm = 0.000600474 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297223.6396912 Edm = 0.000311009 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297223.637795 Edm = 0.00135313 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297223.2741061 Edm = 0.378255 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297223.2665298 Edm = 0.00554097 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297223.0540863 Edm = 0.584887 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297221.8472478 Edm = 0.679186 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297221.8459522 Edm = 0.00895548 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297221.7777169 Edm = 0.0796328 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297221.6189281 Edm = 0.115927 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297220.7406537 Edm = 0.102005 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297220.6152543 Edm = 0.0244098 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297220.4547297 Edm = 0.128657 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297219.9080954 Edm = 0.348767 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297218.9848862 Edm = 0.127979 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297218.8366507 Edm = 0.00376841 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297218.8312196 Edm = 0.00070013 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297218.8297147 Edm = 0.000700257 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297218.8017564 Edm = 0.0232442 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297218.4744819 Edm = 0.327279 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297217.6814162 Edm = 0.997538 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297216.4736836 Edm = 0.994538 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 297214.6351085 Edm = 2.57178 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297214.1226471 Edm = 0.42071 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297213.6600652 Edm = 0.21582 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297213.4777303 Edm = 0.0154613 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297213.4472255 Edm = 0.00130313 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297213.4454385 Edm = 0.000136517 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297213.4451736 Edm = 5.69999e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297213.4451736 Edm = 408.946 NCalls = 832 -VariableMetric: Iteration # 107 - FCN = 297213.4451736 Edm = 408.946 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297213.121335 Edm = 222.419 NCalls = 837 -VariableMetric: Iteration # 109 - FCN = 297212.2999273 Edm = 1.84925 NCalls = 839 -VariableMetric: Iteration # 110 - FCN = 297210.693114 Edm = 0.153715 NCalls = 841 -VariableMetric: Iteration # 111 - FCN = 297209.9175467 Edm = 0.216567 NCalls = 844 -VariableMetric: Iteration # 112 - FCN = 297209.3397295 Edm = 0.362893 NCalls = 847 -VariableMetric: Iteration # 113 - FCN = 297208.6945493 Edm = 0.27689 NCalls = 850 -VariableMetric: Iteration # 114 - FCN = 297208.170325 Edm = 0.189849 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297208.0716857 Edm = 0.234151 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297207.8042048 Edm = 0.0515599 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297207.7073338 Edm = 0.0246466 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297207.6751756 Edm = 0.0272184 NCalls = 863 -VariableMetric: Iteration # 119 - FCN = 297207.6526495 Edm = 0.0131209 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297207.6305593 Edm = 0.00884372 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297207.6116012 Edm = 0.00383292 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297207.6001642 Edm = 0.00580852 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297207.5874417 Edm = 0.00460475 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297207.5815087 Edm = 0.00182555 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297207.5763739 Edm = 0.00197593 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297207.571214 Edm = 0.00143784 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297207.5686777 Edm = 0.00152459 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297207.5596367 Edm = 0.00564635 NCalls = 887 -VariableMetric: Iteration # 129 - FCN = 297207.5424465 Edm = 0.0104196 NCalls = 890 -VariableMetric: Iteration # 130 - FCN = 297207.5218889 Edm = 0.0156337 NCalls = 893 -VariableMetric: Iteration # 131 - FCN = 297207.4937334 Edm = 0.0165314 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297207.484289 Edm = 0.011786 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297207.4734005 Edm = 0.00635543 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297207.4671002 Edm = 0.00630522 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297207.4577853 Edm = 0.00213594 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297207.4526414 Edm = 0.00199745 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297207.4463157 Edm = 0.00212103 NCalls = 910 -VariableMetric: Iteration # 138 - FCN = 297207.4449212 Edm = 0.00503355 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297207.4412352 Edm = 0.000831704 NCalls = 914 -VariableMetric: Iteration # 140 - FCN = 297207.4388424 Edm = 0.000643547 NCalls = 916 -VariableMetric: Iteration # 141 - FCN = 297207.4367366 Edm = 0.00084346 NCalls = 918 -VariableMetric: Iteration # 142 - FCN = 297207.4335452 Edm = 0.000498787 NCalls = 920 -VariableMetric: Iteration # 143 - FCN = 297207.4326341 Edm = 0.000332846 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297207.4322072 Edm = 0.000241349 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297207.4317099 Edm = 0.000196345 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297207.4310271 Edm = 0.000170412 NCalls = 928 -VariableMetric: Iteration # 147 - FCN = 297207.430683 Edm = 0.000109356 NCalls = 930 -VariableMetric: Iteration # 148 - FCN = 297207.4304485 Edm = 8.10941e-05 NCalls = 932 -VariableMetric: After Hessian - FCN = 297207.4304485 Edm = 0.00423546 NCalls = 1419 -VariableMetric: Iteration # 149 - FCN = 297207.4304485 Edm = 0.00423546 NCalls = 1419 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322873.5647746 Edm = 90.1425 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322873.5647746 Edm = 90.1425 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303114.6318125 Edm = 23.4623 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303045.3965888 Edm = 7.78143 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 300425.6852528 Edm = 277.273 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300060.8400127 Edm = 3.3482 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300053.4186154 Edm = 4.26582 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 299699.3026284 Edm = 196.027 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299428.9791456 Edm = 23.1772 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 299404.1992202 Edm = 0.704458 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 299398.3646409 Edm = 5.01629 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 298240.3495391 Edm = 374.516 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298195.63487 Edm = 159.803 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298103.1799654 Edm = 3.08473 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298088.6016582 Edm = 9.62867 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298046.0213703 Edm = 3.72083 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 298041.7241857 Edm = 2.16733 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 298036.7354565 Edm = 2.3252 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 298028.4212463 Edm = 5.63713 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 298022.2265512 Edm = 1.91266 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297859.9382329 Edm = 114.15 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297859.6478774 Edm = 3.92566 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297852.7360834 Edm = 5.31161 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297823.0831106 Edm = 278.054 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297819.5600363 Edm = 8.97782 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297814.9555207 Edm = 3.88502 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297813.186546 Edm = 1.50073 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297809.1712038 Edm = 4.15092 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297794.4216705 Edm = 1.08347 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297791.9966702 Edm = 0.353885 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297785.8046941 Edm = 1.57756 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297777.9523367 Edm = 3.8239 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297775.5144768 Edm = 0.424483 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297774.302594 Edm = 0.907259 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297764.413879 Edm = 10.2052 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297747.2287675 Edm = 7.0956 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297633.4061822 Edm = 36.9773 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297606.4138124 Edm = 6.99561 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297597.5634794 Edm = 2.74306 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297594.5482952 Edm = 1.50441 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297591.704897 Edm = 0.938088 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297590.2446833 Edm = 0.130246 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297589.9762341 Edm = 0.0693563 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297589.9077915 Edm = 0.105752 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297589.7348416 Edm = 0.116548 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297587.4444534 Edm = 2.12496 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297582.1897212 Edm = 3.12333 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297570.0878649 Edm = 1.94171 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297568.1759311 Edm = 0.81759 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297567.0858649 Edm = 1.16558 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297564.258804 Edm = 1.50435 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297563.4413585 Edm = 1.91763 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297559.6183274 Edm = 3.66982 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297553.7810839 Edm = 3.25833 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297542.9528666 Edm = 1.51733 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297541.3758034 Edm = 9.36332 NCalls = 202 -VariableMetric: Iteration # 55 - FCN = 297538.6885217 Edm = 1.61649 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297527.7739171 Edm = 5.2516 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297518.623277 Edm = 6.31482 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297512.8015167 Edm = 1.49811 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297510.797305 Edm = 0.171053 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297510.3224807 Edm = 0.27595 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297507.7517831 Edm = 1.81656 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297503.3852143 Edm = 1.46586 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297501.6957329 Edm = 0.55045 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297501.0229737 Edm = 0.790859 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297498.7998397 Edm = 1.19359 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297498.2780528 Edm = 0.627329 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297496.7274228 Edm = 0.5769 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297492.503845 Edm = 1.0525 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297491.8850536 Edm = 1.32931 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297489.742047 Edm = 2.69753 NCalls = 255 -VariableMetric: Iteration # 71 - FCN = 297486.7639453 Edm = 0.701281 NCalls = 257 -VariableMetric: Iteration # 72 - FCN = 297485.9042844 Edm = 0.133538 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297485.653732 Edm = 0.117538 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297485.3659766 Edm = 0.777951 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297481.8403916 Edm = 2.21094 NCalls = 270 -VariableMetric: Iteration # 76 - FCN = 297473.8168364 Edm = 7.49161 NCalls = 273 -VariableMetric: Iteration # 77 - FCN = 297453.5214632 Edm = 4.98461 NCalls = 277 -VariableMetric: Iteration # 78 - FCN = 297438.8489123 Edm = 4.30454 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297434.2540229 Edm = 6.22017 NCalls = 283 -VariableMetric: Iteration # 80 - FCN = 297428.1647101 Edm = 3.81497 NCalls = 286 -VariableMetric: Iteration # 81 - FCN = 297426.6864673 Edm = 0.935942 NCalls = 287 -VariableMetric: Iteration # 82 - FCN = 297415.4120513 Edm = 11.862 NCalls = 295 -VariableMetric: Iteration # 83 - FCN = 297415.1428074 Edm = 1.90639 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297406.9591889 Edm = 9.37839 NCalls = 301 -VariableMetric: Iteration # 85 - FCN = 297398.4768085 Edm = 13.966 NCalls = 305 -VariableMetric: Iteration # 86 - FCN = 297392.148631 Edm = 5.9483 NCalls = 309 -VariableMetric: Iteration # 87 - FCN = 297386.9870849 Edm = 1.20535 NCalls = 312 -VariableMetric: Iteration # 88 - FCN = 297384.4606341 Edm = 0.402047 NCalls = 314 -VariableMetric: Iteration # 89 - FCN = 297383.3141184 Edm = 0.525478 NCalls = 316 -VariableMetric: Iteration # 90 - FCN = 297382.7683726 Edm = 0.152125 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297382.2351491 Edm = 0.149047 NCalls = 322 -VariableMetric: Iteration # 92 - FCN = 297382.008494 Edm = 0.0507344 NCalls = 324 -VariableMetric: Iteration # 93 - FCN = 297381.9656998 Edm = 0.0131447 NCalls = 326 -VariableMetric: Iteration # 94 - FCN = 297381.9023186 Edm = 0.0150355 NCalls = 329 -VariableMetric: Iteration # 95 - FCN = 297381.7763515 Edm = 0.102486 NCalls = 332 -VariableMetric: Iteration # 96 - FCN = 297367.4202754 Edm = 10.6305 NCalls = 339 -VariableMetric: Iteration # 97 - FCN = 297342.4654192 Edm = 8.29082 NCalls = 342 -VariableMetric: Iteration # 98 - FCN = 297326.9747537 Edm = 2.84929 NCalls = 345 -VariableMetric: Iteration # 99 - FCN = 297324.104834 Edm = 1.69691 NCalls = 346 -VariableMetric: Iteration # 100 - FCN = 297321.5750902 Edm = 0.827125 NCalls = 348 -VariableMetric: Iteration # 101 - FCN = 297320.2798095 Edm = 0.546153 NCalls = 351 -VariableMetric: Iteration # 102 - FCN = 297318.5622624 Edm = 0.674922 NCalls = 355 -VariableMetric: Iteration # 103 - FCN = 297317.8404858 Edm = 0.258519 NCalls = 357 -VariableMetric: Iteration # 104 - FCN = 297317.5321318 Edm = 0.0464554 NCalls = 359 -VariableMetric: Iteration # 105 - FCN = 297317.4753182 Edm = 0.0341398 NCalls = 361 -VariableMetric: Iteration # 106 - FCN = 297317.4296713 Edm = 0.0762161 NCalls = 364 -VariableMetric: Iteration # 107 - FCN = 297317.3170805 Edm = 0.0440954 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297317.2498873 Edm = 0.0324227 NCalls = 371 -VariableMetric: Iteration # 109 - FCN = 297317.2275736 Edm = 0.0191259 NCalls = 373 -VariableMetric: Iteration # 110 - FCN = 297317.1493647 Edm = 0.0304753 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297317.0544669 Edm = 0.0283144 NCalls = 383 -VariableMetric: Iteration # 112 - FCN = 297317.0383662 Edm = 0.056373 NCalls = 385 -VariableMetric: Iteration # 113 - FCN = 297317.016444 Edm = 0.00411891 NCalls = 388 -VariableMetric: Iteration # 114 - FCN = 297316.9997482 Edm = 0.010917 NCalls = 390 -VariableMetric: Iteration # 115 - FCN = 297316.9773299 Edm = 0.0227646 NCalls = 392 -VariableMetric: Iteration # 116 - FCN = 297316.5786365 Edm = 0.36199 NCalls = 397 -VariableMetric: Iteration # 117 - FCN = 297311.4159451 Edm = 6.14587 NCalls = 404 -VariableMetric: Iteration # 118 - FCN = 297302.5904388 Edm = 7.04898 NCalls = 408 -VariableMetric: Iteration # 119 - FCN = 297298.2124011 Edm = 1.29125 NCalls = 411 -VariableMetric: Iteration # 120 - FCN = 297296.9940158 Edm = 0.736758 NCalls = 414 -VariableMetric: Iteration # 121 - FCN = 297296.0907461 Edm = 0.389997 NCalls = 417 -VariableMetric: Iteration # 122 - FCN = 297295.4957174 Edm = 0.509314 NCalls = 419 -VariableMetric: Iteration # 123 - FCN = 297294.7617692 Edm = 0.773527 NCalls = 425 -VariableMetric: Iteration # 124 - FCN = 297294.4967335 Edm = 0.719934 NCalls = 428 -VariableMetric: Iteration # 125 - FCN = 297293.0040515 Edm = 1.93019 NCalls = 433 -VariableMetric: Iteration # 126 - FCN = 297291.2713456 Edm = 1.61544 NCalls = 437 -VariableMetric: Iteration # 127 - FCN = 297290.5843645 Edm = 0.813683 NCalls = 441 -VariableMetric: Iteration # 128 - FCN = 297289.9883334 Edm = 0.0976708 NCalls = 443 -VariableMetric: Iteration # 129 - FCN = 297289.8882459 Edm = 0.0216828 NCalls = 444 -VariableMetric: Iteration # 130 - FCN = 297289.8456526 Edm = 0.0295178 NCalls = 446 -VariableMetric: Iteration # 131 - FCN = 297289.7008438 Edm = 0.0941065 NCalls = 450 -VariableMetric: Iteration # 132 - FCN = 297289.5648974 Edm = 0.0435989 NCalls = 453 -VariableMetric: Iteration # 133 - FCN = 297289.5268572 Edm = 0.00534617 NCalls = 455 -VariableMetric: Iteration # 134 - FCN = 297289.5205099 Edm = 0.00111971 NCalls = 457 -VariableMetric: Iteration # 135 - FCN = 297289.5186503 Edm = 0.000764735 NCalls = 459 -VariableMetric: Iteration # 136 - FCN = 297289.5163144 Edm = 0.00039947 NCalls = 461 -VariableMetric: Iteration # 137 - FCN = 297289.5149549 Edm = 0.000762365 NCalls = 463 -VariableMetric: Iteration # 138 - FCN = 297289.4631371 Edm = 0.0596917 NCalls = 469 -VariableMetric: Iteration # 139 - FCN = 297289.3650493 Edm = 0.0877213 NCalls = 476 -VariableMetric: Iteration # 140 - FCN = 297286.3614174 Edm = 1.76709 NCalls = 481 -VariableMetric: Iteration # 141 - FCN = 297284.8700356 Edm = 1.14017 NCalls = 486 -VariableMetric: Iteration # 142 - FCN = 297284.3506114 Edm = 0.352518 NCalls = 488 -VariableMetric: Iteration # 143 - FCN = 297284.1193283 Edm = 0.046479 NCalls = 489 -VariableMetric: Iteration # 144 - FCN = 297284.0693272 Edm = 0.0386474 NCalls = 491 -VariableMetric: Iteration # 145 - FCN = 297284.0350357 Edm = 0.00634607 NCalls = 493 -VariableMetric: Iteration # 146 - FCN = 297284.0266468 Edm = 0.00158093 NCalls = 495 -VariableMetric: Iteration # 147 - FCN = 297284.0235944 Edm = 0.000560029 NCalls = 497 -VariableMetric: Iteration # 148 - FCN = 297284.0224652 Edm = 0.000433166 NCalls = 499 -VariableMetric: Iteration # 149 - FCN = 297284.020399 Edm = 0.00205706 NCalls = 502 -VariableMetric: Iteration # 150 - FCN = 297283.9938348 Edm = 0.0223494 NCalls = 507 -VariableMetric: Iteration # 151 - FCN = 297283.6633005 Edm = 0.167055 NCalls = 511 -VariableMetric: Iteration # 152 - FCN = 297283.2985266 Edm = 0.943168 NCalls = 514 -VariableMetric: Iteration # 153 - FCN = 297281.6230384 Edm = 1.57375 NCalls = 518 -VariableMetric: Iteration # 154 - FCN = 297277.2496824 Edm = 1.76611 NCalls = 523 -VariableMetric: Iteration # 155 - FCN = 297275.7959228 Edm = 0.211639 NCalls = 525 -VariableMetric: Iteration # 156 - FCN = 297275.6306214 Edm = 0.0249878 NCalls = 527 -VariableMetric: Iteration # 157 - FCN = 297275.6133114 Edm = 0.00226079 NCalls = 529 -VariableMetric: Iteration # 158 - FCN = 297275.6108132 Edm = 0.00037841 NCalls = 531 -VariableMetric: Iteration # 159 - FCN = 297275.6103226 Edm = 4.48952e-05 NCalls = 533 -VariableMetric: After Hessian - FCN = 297275.6103226 Edm = 1578.9 NCalls = 1016 -VariableMetric: Iteration # 160 - FCN = 297275.6103226 Edm = 1578.9 NCalls = 1016 -VariableMetric: Iteration # 161 - FCN = 297268.3296501 Edm = 424.609 NCalls = 1022 -VariableMetric: Iteration # 162 - FCN = 297268.000623 Edm = 10.8669 NCalls = 1026 -VariableMetric: Iteration # 163 - FCN = 297262.0529047 Edm = 3.65539 NCalls = 1031 -VariableMetric: Iteration # 164 - FCN = 297259.2462882 Edm = 2.97228 NCalls = 1034 -VariableMetric: Iteration # 165 - FCN = 297257.6998192 Edm = 1.08775 NCalls = 1037 -VariableMetric: Iteration # 166 - FCN = 297255.9081957 Edm = 0.472359 NCalls = 1039 -VariableMetric: Iteration # 167 - FCN = 297255.4352005 Edm = 0.0768352 NCalls = 1040 -VariableMetric: Iteration # 168 - FCN = 297255.2719452 Edm = 0.0371462 NCalls = 1042 -VariableMetric: Iteration # 169 - FCN = 297255.216222 Edm = 0.0224244 NCalls = 1044 -VariableMetric: Iteration # 170 - FCN = 297255.1656853 Edm = 0.0128332 NCalls = 1046 -VariableMetric: Iteration # 171 - FCN = 297255.136939 Edm = 0.0067797 NCalls = 1049 -VariableMetric: Iteration # 172 - FCN = 297255.1207015 Edm = 0.00301584 NCalls = 1051 -VariableMetric: Iteration # 173 - FCN = 297255.1143957 Edm = 0.00172896 NCalls = 1053 -VariableMetric: Iteration # 174 - FCN = 297255.1097785 Edm = 0.00216333 NCalls = 1055 -VariableMetric: Iteration # 175 - FCN = 297255.1061338 Edm = 0.0012867 NCalls = 1057 -VariableMetric: Iteration # 176 - FCN = 297255.1032471 Edm = 0.000414415 NCalls = 1059 -VariableMetric: Iteration # 177 - FCN = 297255.1023062 Edm = 0.00018766 NCalls = 1061 -VariableMetric: Iteration # 178 - FCN = 297255.1016728 Edm = 0.000206294 NCalls = 1063 -VariableMetric: Iteration # 179 - FCN = 297255.100882 Edm = 0.000227073 NCalls = 1065 -VariableMetric: Iteration # 180 - FCN = 297255.0998276 Edm = 0.000271618 NCalls = 1067 -VariableMetric: Iteration # 181 - FCN = 297255.0992638 Edm = 0.000131617 NCalls = 1069 -VariableMetric: Iteration # 182 - FCN = 297255.0984316 Edm = 0.000282294 NCalls = 1072 -VariableMetric: Iteration # 183 - FCN = 297255.0965729 Edm = 0.000774029 NCalls = 1075 -VariableMetric: Iteration # 184 - FCN = 297255.093343 Edm = 0.00126691 NCalls = 1077 -VariableMetric: Iteration # 185 - FCN = 297255.0879173 Edm = 0.000238388 NCalls = 1079 -VariableMetric: Iteration # 186 - FCN = 297255.0875024 Edm = 5.32858e-05 NCalls = 1081 -VariableMetric: After Hessian - FCN = 297255.0875024 Edm = 0.000221933 NCalls = 1564 -VariableMetric: Iteration # 187 - FCN = 297255.0875024 Edm = 0.000221933 NCalls = 1564 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309715.0258574 Edm = 335.604 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309715.0258574 Edm = 335.604 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298792.411731 Edm = 27.8897 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298700.7327581 Edm = 1.91038 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 298687.2630092 Edm = 12.1115 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 297944.9327178 Edm = 1.84484 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297925.8678107 Edm = 8.78661 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297905.2822696 Edm = 0.939741 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297904.5847317 Edm = 0.0959388 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297903.7583257 Edm = 0.538923 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297804.9806565 Edm = 10.6986 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297793.0008808 Edm = 1.86765 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297790.7924265 Edm = 0.254504 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297789.7086108 Edm = 0.929385 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297731.8253949 Edm = 52.7632 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297382.5009461 Edm = 144.814 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297314.8213137 Edm = 76.4587 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297231.0206885 Edm = 4.44383 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297225.0535839 Edm = 2.57362 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297222.534638 Edm = 0.228008 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297222.3089371 Edm = 0.0541173 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297219.5380212 Edm = 3.13293 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297211.364934 Edm = 6.98998 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297138.1572944 Edm = 1.58929 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297135.1156586 Edm = 0.916854 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297133.0466796 Edm = 0.286617 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297132.7190543 Edm = 0.0407143 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297132.6391869 Edm = 0.0209232 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297132.5346235 Edm = 0.0584026 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297131.0183456 Edm = 1.36489 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297116.7516211 Edm = 7.04333 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297102.719999 Edm = 2.55694 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297101.3732438 Edm = 1.50105 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297099.3585607 Edm = 0.80739 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297097.088122 Edm = 1.6007 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297095.3428289 Edm = 1.12727 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297094.1157573 Edm = 0.125285 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297093.9464929 Edm = 0.0126276 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297093.9264911 Edm = 0.00741813 NCalls = 116 -VariableMetric: Iteration # 38 - FCN = 297093.5743357 Edm = 0.467218 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297090.4641791 Edm = 3.30818 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297090.4459505 Edm = 0.0216193 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297089.9587568 Edm = 0.510269 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297088.9003337 Edm = 0.915568 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297076.0418883 Edm = 2.85348 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297073.0630091 Edm = 0.772169 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297072.645558 Edm = 0.865459 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297071.3562815 Edm = 0.634909 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297070.384204 Edm = 0.706941 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297070.0849123 Edm = 0.296242 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297069.8962023 Edm = 0.142627 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297069.7578434 Edm = 0.0306648 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297069.7324074 Edm = 0.00435063 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297069.7220463 Edm = 0.00692714 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297069.6033821 Edm = 0.110819 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297065.3638406 Edm = 1.96285 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297061.9445672 Edm = 0.711639 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297061.4664151 Edm = 0.170095 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297061.2597708 Edm = 0.0891174 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297061.0995839 Edm = 0.0521357 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297061.0508329 Edm = 0.00957757 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297061.0431429 Edm = 0.00281714 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297061.0381357 Edm = 0.00190515 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297061.0241508 Edm = 0.0100134 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297060.4337234 Edm = 0.807265 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297059.4917569 Edm = 1.33817 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297059.4453427 Edm = 0.0384371 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297059.1277834 Edm = 0.562184 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297057.2173807 Edm = 1.44412 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297050.7702867 Edm = 0.313994 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297050.1962774 Edm = 0.099178 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297050.0660656 Edm = 0.0318007 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297050.0121335 Edm = 0.00558092 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297050.0037945 Edm = 0.00184672 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297050.0005174 Edm = 0.000815669 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297049.9949998 Edm = 0.00435932 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297049.6977194 Edm = 0.280843 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297045.3364017 Edm = 0.603204 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297044.519547 Edm = 0.00681391 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297044.5129977 Edm = 0.00026599 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297044.5125025 Edm = 0.000316827 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297044.5049383 Edm = 0.00757051 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297044.3858459 Edm = 0.105701 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297041.4949659 Edm = 0.241428 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297041.2195502 Edm = 0.00614185 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297041.2134589 Edm = 0.000258674 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297041.2131695 Edm = 2.26867e-05 NCalls = 273 -VariableMetric: After Hessian - FCN = 297041.2131695 Edm = 4.46751 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297041.2131695 Edm = 4.46751 NCalls = 748 -VariableMetric: Iteration # 87 - FCN = 297039.496487 Edm = 0.749152 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297039.0128326 Edm = 0.0493682 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297038.9741346 Edm = 0.0103717 NCalls = 763 -VariableMetric: Iteration # 90 - FCN = 297038.9627472 Edm = 0.00118686 NCalls = 765 -VariableMetric: Iteration # 91 - FCN = 297038.9614328 Edm = 8.07193e-05 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297038.9613409 Edm = 7.67853e-06 NCalls = 769 -VariableMetric: After Hessian - FCN = 297038.9613409 Edm = 6.73503e-06 NCalls = 1254 -VariableMetric: Iteration # 93 - FCN = 297038.9613409 Edm = 6.73503e-06 NCalls = 1254 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317885.1774233 Edm = 33.5291 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317885.1774233 Edm = 33.5291 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310223.4117692 Edm = 33.1734 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 310190.971336 Edm = 139.396 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300049.1699873 Edm = 27.1166 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299997.6055367 Edm = 81.8613 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298219.3435403 Edm = 198.684 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 298010.6793926 Edm = 166.449 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 297997.8263984 Edm = 9.36377 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 297993.8892941 Edm = 1.37734 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297930.3819909 Edm = 36.3228 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297714.672111 Edm = 21.3076 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297686.2170882 Edm = 1.05869 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297685.0960846 Edm = 0.0708019 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297684.9618207 Edm = 0.0352434 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297684.1886828 Edm = 0.556327 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297615.181921 Edm = 55.3991 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297526.2704745 Edm = 18.0973 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297520.8383493 Edm = 10.0738 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297512.6314614 Edm = 1.91414 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297503.7245964 Edm = 2.91886 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297495.5809388 Edm = 5.07148 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297484.9819385 Edm = 25.9666 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297479.2331314 Edm = 9.30533 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297464.9025502 Edm = 2.39967 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297463.1994232 Edm = 0.419244 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297463.008956 Edm = 0.119657 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297462.7174097 Edm = 0.321739 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297431.2738215 Edm = 18.1291 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297359.0257907 Edm = 3.31255 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297354.9129025 Edm = 1.3739 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297353.0023694 Edm = 0.569067 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297351.2213635 Edm = 0.639038 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297349.8926967 Edm = 0.794146 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297349.3146636 Edm = 13.7126 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297348.485238 Edm = 0.205719 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297348.3548598 Edm = 0.021583 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297348.2955082 Edm = 0.0436199 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297347.8385125 Edm = 0.287979 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297338.5681541 Edm = 4.61348 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297331.918284 Edm = 0.851104 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297331.6029102 Edm = 0.0609361 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297331.5484036 Edm = 0.0132024 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297331.5033313 Edm = 0.0945327 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297331.2442103 Edm = 0.324291 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297323.0759728 Edm = 6.89519 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297288.4281331 Edm = 8.84855 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297283.8098018 Edm = 1.0324 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297283.0521729 Edm = 0.0394989 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297283.0089233 Edm = 0.00972085 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297282.9556011 Edm = 0.0524535 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297281.5044948 Edm = 1.71294 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297281.0431859 Edm = 0.426319 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297267.4431815 Edm = 1.02905 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297265.7261017 Edm = 0.238159 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297265.1785884 Edm = 0.06001 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297265.110822 Edm = 0.00603102 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297265.1027693 Edm = 0.00128482 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297265.0975581 Edm = 0.00464302 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297265.0257593 Edm = 0.0601346 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297260.5771608 Edm = 3.75295 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297241.7914359 Edm = 0.513965 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297240.9722571 Edm = 0.427108 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297239.418151 Edm = 0.888728 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297237.9598801 Edm = 5.43033 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297236.8134243 Edm = 0.349265 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297236.3889556 Edm = 0.149663 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297235.8472389 Edm = 0.679955 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297235.676725 Edm = 0.8975 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297234.9637825 Edm = 0.505681 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297233.9833349 Edm = 0.33323 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297233.8011521 Edm = 0.230234 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297233.582631 Edm = 0.0203687 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297233.5628181 Edm = 0.000803456 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297233.5587023 Edm = 0.00292881 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297233.5120709 Edm = 0.0549425 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297232.7737621 Edm = 0.548959 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297226.2124729 Edm = 2.78122 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297221.9492249 Edm = 0.507922 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297221.5384114 Edm = 0.0227474 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297221.5185049 Edm = 0.000419921 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297221.5178263 Edm = 0.000289721 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297221.5131858 Edm = 0.00372585 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297221.4192316 Edm = 0.0899629 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297218.8680624 Edm = 1.93746 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297208.0521375 Edm = 2.38917 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297205.8834604 Edm = 0.448699 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297205.3338419 Edm = 0.193444 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297205.1239413 Edm = 0.0861319 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297205.0099825 Edm = 0.0328915 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297204.9550873 Edm = 0.018546 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297204.9197751 Edm = 0.010343 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297204.9087688 Edm = 0.00242584 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297204.9058689 Edm = 0.00068261 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297204.9033379 Edm = 0.00188168 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297204.8958035 Edm = 0.00646337 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297204.8730497 Edm = 0.0286458 NCalls = 316 -VariableMetric: Iteration # 96 - FCN = 297204.5842374 Edm = 0.270335 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297203.8531223 Edm = 1.74994 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297199.9686868 Edm = 1.18506 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297198.2550695 Edm = 0.263673 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297198.0159331 Edm = 0.0547147 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297197.9391414 Edm = 0.00518799 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297197.934064 Edm = 0.000270378 NCalls = 342 -VariableMetric: Iteration # 103 - FCN = 297197.9336834 Edm = 0.000110715 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297197.9334879 Edm = 5.80422e-05 NCalls = 346 -VariableMetric: After Hessian - FCN = 297197.9334879 Edm = 107.484 NCalls = 825 -VariableMetric: Iteration # 105 - FCN = 297197.9334879 Edm = 107.484 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297195.4500249 Edm = 38.8701 NCalls = 829 -VariableMetric: Iteration # 107 - FCN = 297195.2318474 Edm = 1.16148 NCalls = 831 -VariableMetric: Iteration # 108 - FCN = 297194.2600646 Edm = 0.178463 NCalls = 833 -VariableMetric: Iteration # 109 - FCN = 297193.9374504 Edm = 1.03111 NCalls = 836 -VariableMetric: Iteration # 110 - FCN = 297193.6535118 Edm = 0.137069 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297193.1672465 Edm = 0.216412 NCalls = 842 -VariableMetric: Iteration # 112 - FCN = 297192.7240391 Edm = 0.129301 NCalls = 845 -VariableMetric: Iteration # 113 - FCN = 297192.358136 Edm = 0.108721 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297192.1007542 Edm = 0.0679872 NCalls = 849 -VariableMetric: Iteration # 115 - FCN = 297191.999351 Edm = 0.214904 NCalls = 851 -VariableMetric: Iteration # 116 - FCN = 297191.9570229 Edm = 0.0407589 NCalls = 853 -VariableMetric: Iteration # 117 - FCN = 297191.8133657 Edm = 0.0673777 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297191.7269609 Edm = 0.063379 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297191.5469843 Edm = 0.104538 NCalls = 864 -VariableMetric: Iteration # 120 - FCN = 297191.3499586 Edm = 0.171474 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297191.1654418 Edm = 0.0736333 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297190.9939783 Edm = 0.427536 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297190.9202055 Edm = 0.149707 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297190.8062866 Edm = 0.0755978 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297190.6087595 Edm = 0.119326 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297190.446293 Edm = 0.0799279 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297190.2915712 Edm = 0.0479085 NCalls = 885 -VariableMetric: Iteration # 128 - FCN = 297190.2504336 Edm = 0.0421057 NCalls = 887 -VariableMetric: Iteration # 129 - FCN = 297190.1855217 Edm = 0.0208832 NCalls = 890 -VariableMetric: Iteration # 130 - FCN = 297190.1134767 Edm = 0.0344116 NCalls = 892 -VariableMetric: Iteration # 131 - FCN = 297190.0329121 Edm = 0.0575661 NCalls = 895 -VariableMetric: Iteration # 132 - FCN = 297189.9506976 Edm = 0.0341978 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297189.8935117 Edm = 0.0271108 NCalls = 900 -VariableMetric: Iteration # 134 - FCN = 297189.8674956 Edm = 0.00852504 NCalls = 902 -VariableMetric: Iteration # 135 - FCN = 297189.8427025 Edm = 0.0082937 NCalls = 904 -VariableMetric: Iteration # 136 - FCN = 297189.8298102 Edm = 0.00556267 NCalls = 906 -VariableMetric: Iteration # 137 - FCN = 297189.7909979 Edm = 0.0218143 NCalls = 910 -VariableMetric: Iteration # 138 - FCN = 297189.7255133 Edm = 0.0258654 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297189.6791616 Edm = 0.0152501 NCalls = 914 -VariableMetric: Iteration # 140 - FCN = 297189.6630551 Edm = 0.0148718 NCalls = 916 -VariableMetric: Iteration # 141 - FCN = 297189.6392779 Edm = 0.0132828 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297189.6233628 Edm = 0.00830945 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297189.6177513 Edm = 0.00333146 NCalls = 923 -VariableMetric: Iteration # 144 - FCN = 297189.6121001 Edm = 0.00168661 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 297189.6093965 Edm = 0.00057988 NCalls = 927 -VariableMetric: Iteration # 146 - FCN = 297189.6080636 Edm = 0.000676329 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297189.6062693 Edm = 0.000876786 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297189.6032371 Edm = 0.00153622 NCalls = 934 -VariableMetric: Iteration # 149 - FCN = 297189.6000103 Edm = 0.00140059 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297189.5948306 Edm = 0.00291768 NCalls = 938 -VariableMetric: Iteration # 151 - FCN = 297189.5853413 Edm = 0.00433078 NCalls = 941 -VariableMetric: Iteration # 152 - FCN = 297189.5806907 Edm = 0.00156442 NCalls = 943 -VariableMetric: Iteration # 153 - FCN = 297189.5781442 Edm = 0.000577619 NCalls = 946 -VariableMetric: Iteration # 154 - FCN = 297189.5767453 Edm = 0.000533425 NCalls = 948 -VariableMetric: Iteration # 155 - FCN = 297189.575389 Edm = 0.000498884 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297189.5747927 Edm = 9.18518e-05 NCalls = 953 -VariableMetric: Iteration # 157 - FCN = 297189.5746728 Edm = 1.55548e-05 NCalls = 955 -VariableMetric: After Hessian - FCN = 297189.5746728 Edm = 2.13607e-05 NCalls = 1436 -VariableMetric: Iteration # 158 - FCN = 297189.5746728 Edm = 2.13607e-05 NCalls = 1436 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307078.1679588 Edm = 15.1323 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307078.1679588 Edm = 15.1323 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300085.6387742 Edm = 1.03774 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300066.1762548 Edm = 1.19344 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299440.9644037 Edm = 914.186 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 299063.239939 Edm = 51.3375 NCalls = 37 -VariableMetric: Iteration # 5 - FCN = 299062.8296215 Edm = 1.80811 NCalls = 40 -VariableMetric: Iteration # 6 - FCN = 298898.1497937 Edm = 184.296 NCalls = 46 -VariableMetric: Iteration # 7 - FCN = 298895.6740022 Edm = 2.50314 NCalls = 48 -VariableMetric: Iteration # 8 - FCN = 298426.5298676 Edm = 151.185 NCalls = 56 -VariableMetric: Iteration # 9 - FCN = 298110.140586 Edm = 74.2158 NCalls = 59 -VariableMetric: Iteration # 10 - FCN = 298020.168798 Edm = 0.765973 NCalls = 62 -VariableMetric: Iteration # 11 - FCN = 298018.4821087 Edm = 1.20847 NCalls = 64 -VariableMetric: Iteration # 12 - FCN = 297759.2795299 Edm = 113.876 NCalls = 72 -VariableMetric: Iteration # 13 - FCN = 297652.0927244 Edm = 11.9685 NCalls = 74 -VariableMetric: Iteration # 14 - FCN = 297644.590809 Edm = 0.0450422 NCalls = 76 -VariableMetric: Iteration # 15 - FCN = 297644.4165878 Edm = 0.104682 NCalls = 78 -VariableMetric: Iteration # 16 - FCN = 297642.9403389 Edm = 1.38493 NCalls = 81 -VariableMetric: Iteration # 17 - FCN = 297588.928553 Edm = 2.13589 NCalls = 88 -VariableMetric: Iteration # 18 - FCN = 297586.0720818 Edm = 0.0699382 NCalls = 90 -VariableMetric: Iteration # 19 - FCN = 297585.9006895 Edm = 0.0971081 NCalls = 92 -VariableMetric: Iteration # 20 - FCN = 297582.193631 Edm = 3.76753 NCalls = 96 -VariableMetric: Iteration # 21 - FCN = 297578.8341998 Edm = 3.0541 NCalls = 100 -VariableMetric: Iteration # 22 - FCN = 297509.2436328 Edm = 1.41659 NCalls = 104 -VariableMetric: Iteration # 23 - FCN = 297507.9333087 Edm = 0.0471648 NCalls = 106 -VariableMetric: Iteration # 24 - FCN = 297507.8775475 Edm = 0.0104522 NCalls = 108 -VariableMetric: Iteration # 25 - FCN = 297507.7748131 Edm = 0.0870275 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297484.9544241 Edm = 23.6966 NCalls = 118 -VariableMetric: Iteration # 27 - FCN = 297484.0895962 Edm = 0.914409 NCalls = 121 -VariableMetric: Iteration # 28 - FCN = 297470.8184989 Edm = 13.0606 NCalls = 127 -VariableMetric: Iteration # 29 - FCN = 297376.5321381 Edm = 6.4727 NCalls = 130 -VariableMetric: Iteration # 30 - FCN = 297358.7276081 Edm = 25.7706 NCalls = 131 -VariableMetric: Iteration # 31 - FCN = 297349.3498545 Edm = 3.57018 NCalls = 132 -VariableMetric: Iteration # 32 - FCN = 297340.4797193 Edm = 2.5859 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297337.5281669 Edm = 0.277108 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297337.0646844 Edm = 0.0599763 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297336.9881134 Edm = 0.00793317 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297336.9511192 Edm = 0.0312923 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297331.5939803 Edm = 7.33279 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297331.5692493 Edm = 0.0107803 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297330.7546159 Edm = 0.937164 NCalls = 156 -VariableMetric: Iteration # 40 - FCN = 297330.5367961 Edm = 0.210191 NCalls = 160 -VariableMetric: Iteration # 41 - FCN = 297328.8894501 Edm = 1.5212 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297278.6601698 Edm = 10.6364 NCalls = 170 -VariableMetric: Iteration # 43 - FCN = 297270.2915808 Edm = 3.05598 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297266.9947249 Edm = 3.85296 NCalls = 174 -VariableMetric: Iteration # 45 - FCN = 297261.3935318 Edm = 0.546571 NCalls = 178 -VariableMetric: Iteration # 46 - FCN = 297260.7955363 Edm = 0.0685249 NCalls = 179 -VariableMetric: Iteration # 47 - FCN = 297260.7279473 Edm = 0.0322334 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297260.6778436 Edm = 0.0178503 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297260.6529959 Edm = 0.00841662 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297260.6383136 Edm = 0.00924638 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297260.5466899 Edm = 0.0865837 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297246.1981835 Edm = 7.8046 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297230.9155526 Edm = 9.67108 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297226.5131454 Edm = 1.12674 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297223.4638961 Edm = 1.95771 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297221.4769275 Edm = 0.284042 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297221.2295895 Edm = 0.0918924 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297221.0933921 Edm = 0.0323811 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297221.0442555 Edm = 0.00287525 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297221.0394523 Edm = 0.00156793 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297221.0306658 Edm = 0.00448799 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297220.9349683 Edm = 0.0930335 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297219.6825084 Edm = 1.19525 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297200.4398238 Edm = 8.21349 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297194.4381781 Edm = 2.40823 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297193.1155106 Edm = 0.781738 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297192.4068637 Edm = 0.4238 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297192.0488516 Edm = 0.106825 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297191.9327863 Edm = 0.00820461 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297191.9250244 Edm = 0.00187869 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297191.921298 Edm = 0.00166495 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297191.9103541 Edm = 0.00596647 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297191.682704 Edm = 0.223327 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297184.0068678 Edm = 0.581245 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297182.1480313 Edm = 0.0849519 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297182.0786426 Edm = 0.0296372 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297182.0615935 Edm = 0.00211001 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297182.0588595 Edm = 0.00066781 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297182.057876 Edm = 0.000279991 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297182.0556206 Edm = 0.00190219 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297181.9565021 Edm = 0.0968616 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297179.4486047 Edm = 0.964574 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297178.3045003 Edm = 0.0565124 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297178.2429764 Edm = 0.00583459 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297178.2388611 Edm = 0.000560622 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297178.2381987 Edm = 8.42774e-05 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297178.2379062 Edm = 0.000160828 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297178.2358944 Edm = 0.00186619 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297178.0423099 Edm = 0.0903551 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297176.9322339 Edm = 0.436526 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297176.0963224 Edm = 0.0277297 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297176.0756687 Edm = 0.00175348 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297176.0739903 Edm = 0.000134193 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297176.0736827 Edm = 0.000129221 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297176.068622 Edm = 0.003647 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297176.0221676 Edm = 0.0354347 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297174.7208994 Edm = 0.578764 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297173.7152539 Edm = 0.019541 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297173.6934541 Edm = 0.000301859 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297173.6930618 Edm = 9.34171e-05 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297173.6924226 Edm = 0.000554094 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297173.6769479 Edm = 0.0159797 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297173.5090691 Edm = 0.128262 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297172.7514445 Edm = 0.0449071 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297172.7064061 Edm = 0.00104266 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297172.7054453 Edm = 4.09444e-05 NCalls = 345 -VariableMetric: After Hessian - FCN = 297172.7054453 Edm = 10.8933 NCalls = 830 -VariableMetric: Iteration # 107 - FCN = 297172.7054453 Edm = 10.8933 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297172.6530968 Edm = 5.52142 NCalls = 833 -VariableMetric: Iteration # 109 - FCN = 297172.110635 Edm = 1.39922 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297171.900445 Edm = 0.0709306 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297171.7209689 Edm = 0.0703337 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297171.5191097 Edm = 0.64965 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297171.1456115 Edm = 0.848777 NCalls = 844 -VariableMetric: Iteration # 114 - FCN = 297171.0198411 Edm = 0.167606 NCalls = 846 -VariableMetric: Iteration # 115 - FCN = 297170.2695556 Edm = 0.324837 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297170.1799605 Edm = 0.155201 NCalls = 852 -VariableMetric: Iteration # 117 - FCN = 297169.5410997 Edm = 0.407101 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297168.8677245 Edm = 0.616135 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297168.3686764 Edm = 0.341299 NCalls = 861 -VariableMetric: Iteration # 120 - FCN = 297167.9038837 Edm = 0.578603 NCalls = 864 -VariableMetric: Iteration # 121 - FCN = 297167.4117928 Edm = 0.326015 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297166.4531656 Edm = 0.865338 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297165.7639591 Edm = 0.835473 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297165.2150131 Edm = 0.617177 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297164.8174677 Edm = 0.191592 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297164.5917274 Edm = 0.128141 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297164.4763553 Edm = 0.0400003 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297164.4447884 Edm = 0.00796677 NCalls = 885 -VariableMetric: Iteration # 129 - FCN = 297164.43787 Edm = 0.00262245 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297164.4355449 Edm = 0.000770577 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297164.4348036 Edm = 3.69679e-05 NCalls = 891 -VariableMetric: After Hessian - FCN = 297164.4348036 Edm = 3.92723e-05 NCalls = 1382 -VariableMetric: Iteration # 132 - FCN = 297164.4348036 Edm = 3.92723e-05 NCalls = 1382 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 352231.5452211 Edm = 6010.23 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 352231.5452211 Edm = 6010.23 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305958.6117158 Edm = 4.80548 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304978.9261482 Edm = 77.9817 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 304549.8228007 Edm = 947.075 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298647.3651911 Edm = 28.258 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 298469.7372134 Edm = 479.749 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298056.3555563 Edm = 98.1092 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 297886.6309073 Edm = 50.5141 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297870.7013184 Edm = 0.511464 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297869.9927295 Edm = 0.200408 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297829.7873263 Edm = 14.0671 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297804.2412803 Edm = 0.0697545 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297804.1190613 Edm = 0.0704426 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297799.0629746 Edm = 5.38619 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297793.2766945 Edm = 5.64777 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297645.3617586 Edm = 27.2783 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 297528.0080277 Edm = 45.4468 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297480.3731255 Edm = 10.5112 NCalls = 81 -VariableMetric: Iteration # 18 - FCN = 297476.3127086 Edm = 6.0745 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297473.8283656 Edm = 0.234499 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297470.7362817 Edm = 2.10944 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297439.2224277 Edm = 35.5112 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297403.0330386 Edm = 31.1423 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297294.1002424 Edm = 4.62858 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297284.226265 Edm = 9.01383 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 297277.1036144 Edm = 9.711 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297209.960873 Edm = 3.65105 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297207.7899613 Edm = 4.79391 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297200.9296375 Edm = 3.42308 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297194.7871063 Edm = 1.68264 NCalls = 120 -VariableMetric: Iteration # 30 - FCN = 297191.339704 Edm = 0.628695 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297189.4927064 Edm = 0.137603 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297189.3838136 Edm = 0.0346125 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297189.3563492 Edm = 0.0091639 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297189.3253088 Edm = 0.0166036 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297188.5889367 Edm = 0.646014 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297146.449586 Edm = 8.00882 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297142.9631142 Edm = 6.62695 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297136.5123014 Edm = 5.00856 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297130.5135766 Edm = 2.9594 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297127.1778395 Edm = 2.32846 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297125.4339944 Edm = 1.03658 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297123.5902882 Edm = 2.04473 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297122.3520181 Edm = 0.322003 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297121.9811996 Edm = 0.0601803 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297121.8740256 Edm = 0.0256264 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297121.8343781 Edm = 0.0344812 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297121.543795 Edm = 0.323683 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297121.249248 Edm = 0.277882 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297120.4309222 Edm = 0.769019 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297109.1314709 Edm = 12.4025 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297107.3895607 Edm = 1.63785 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297106.4404644 Edm = 0.388303 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297106.0605912 Edm = 0.0362034 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297106.0370613 Edm = 0.0111025 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297105.9712839 Edm = 0.0500473 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297105.4487205 Edm = 0.352129 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297099.7789359 Edm = 4.02172 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297079.5508977 Edm = 3.843 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297076.8291371 Edm = 0.209725 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297076.6203956 Edm = 0.0229975 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297076.5685015 Edm = 0.00933089 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297076.5545813 Edm = 0.00479423 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297076.5377151 Edm = 0.0130345 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297076.4561299 Edm = 0.0726464 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297075.213655 Edm = 1.084 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297067.5779336 Edm = 7.90226 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297057.7327565 Edm = 7.84031 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297053.530982 Edm = 2.7586 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297049.7183749 Edm = 2.92375 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297046.7952978 Edm = 2.00005 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297042.4170761 Edm = 2.4846 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297040.5368412 Edm = 0.397823 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297040.1052899 Edm = 0.220365 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297039.6247014 Edm = 0.229958 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297038.7979386 Edm = 0.347079 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297038.3121498 Edm = 0.100732 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297038.222706 Edm = 0.015838 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297038.2072107 Edm = 0.00203326 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297038.2037886 Edm = 0.000699621 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297038.2020675 Edm = 0.000608517 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297038.1908707 Edm = 0.0109686 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297037.8451248 Edm = 0.291929 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297034.9124448 Edm = 1.09038 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297033.21446 Edm = 0.651414 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297031.8663664 Edm = 0.647295 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297031.5125684 Edm = 0.221132 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297031.3255985 Edm = 0.0257559 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297031.2972867 Edm = 0.00465481 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297031.2913796 Edm = 0.000621169 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297031.2902138 Edm = 0.000631796 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297031.2768095 Edm = 0.0121521 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297030.929586 Edm = 0.370436 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297030.585375 Edm = 0.340597 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297025.1308237 Edm = 2.019 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297023.3842511 Edm = 0.783763 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297022.9948511 Edm = 0.17197 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297022.8913597 Edm = 0.150403 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297022.7336431 Edm = 0.0649411 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297022.5276809 Edm = 0.0616027 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297022.4262903 Edm = 0.0570516 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297022.3686661 Edm = 0.0187982 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297022.3298192 Edm = 0.0119649 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297022.3181325 Edm = 0.00618988 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297022.3128151 Edm = 0.00138893 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297022.3105027 Edm = 0.000324813 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297022.3097038 Edm = 0.000435891 NCalls = 330 -VariableMetric: Iteration # 107 - FCN = 297022.2877045 Edm = 0.0249351 NCalls = 335 -VariableMetric: Iteration # 108 - FCN = 297022.2843523 Edm = 0.00412443 NCalls = 338 -VariableMetric: Iteration # 109 - FCN = 297022.2472654 Edm = 0.0313763 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297021.7055702 Edm = 1.1778 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297021.6124725 Edm = 0.117034 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297020.7996711 Edm = 0.772092 NCalls = 356 -VariableMetric: Iteration # 113 - FCN = 297018.9112154 Edm = 0.108426 NCalls = 358 -VariableMetric: Iteration # 114 - FCN = 297018.834559 Edm = 0.0389007 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297018.7670413 Edm = 0.030471 NCalls = 362 -VariableMetric: Iteration # 116 - FCN = 297018.7062066 Edm = 0.00927673 NCalls = 365 -VariableMetric: Iteration # 117 - FCN = 297018.6965808 Edm = 0.000486506 NCalls = 367 -VariableMetric: Iteration # 118 - FCN = 297018.6960779 Edm = 7.41203e-05 NCalls = 368 -VariableMetric: Iteration # 119 - FCN = 297018.6958948 Edm = 0.00011923 NCalls = 370 -VariableMetric: Iteration # 120 - FCN = 297018.6936117 Edm = 0.0016072 NCalls = 375 -VariableMetric: Iteration # 121 - FCN = 297018.6768544 Edm = 0.0118085 NCalls = 378 -VariableMetric: Iteration # 122 - FCN = 297018.1465921 Edm = 0.407836 NCalls = 382 -VariableMetric: Iteration # 123 - FCN = 297017.5360162 Edm = 0.0549824 NCalls = 386 -VariableMetric: Iteration # 124 - FCN = 297017.4882001 Edm = 0.0166541 NCalls = 388 -VariableMetric: Iteration # 125 - FCN = 297017.4768677 Edm = 0.00150151 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297017.4742382 Edm = 0.000355973 NCalls = 392 -VariableMetric: Iteration # 127 - FCN = 297017.4734617 Edm = 5.44471e-05 NCalls = 394 -VariableMetric: After Hessian - FCN = 297017.4734617 Edm = 23.3735 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297017.4734617 Edm = 23.3735 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297014.0563756 Edm = 8.15957 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297012.5316244 Edm = 1.22388 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297011.4260897 Edm = 0.856521 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297010.9239253 Edm = 0.293537 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297010.5975351 Edm = 0.129225 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297010.5165422 Edm = 0.0641013 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297010.4830035 Edm = 0.0318255 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297010.4549559 Edm = 0.00346805 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297010.4500192 Edm = 0.00176414 NCalls = 901 -VariableMetric: Iteration # 138 - FCN = 297010.446339 Edm = 0.000595778 NCalls = 903 -VariableMetric: Iteration # 139 - FCN = 297010.4452114 Edm = 0.000181178 NCalls = 905 -VariableMetric: Iteration # 140 - FCN = 297010.4447497 Edm = 4.23451e-05 NCalls = 907 -VariableMetric: After Hessian - FCN = 297010.4447497 Edm = 7.81965e-05 NCalls = 1398 -VariableMetric: Iteration # 141 - FCN = 297010.4447497 Edm = 7.81965e-05 NCalls = 1398 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303186.5658821 Edm = 3.10021 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303186.5658821 Edm = 3.10021 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302920.7403202 Edm = 5.5583 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300598.1988029 Edm = 2995.39 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300581.1585098 Edm = 13.7019 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299652.0208396 Edm = 179.456 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298597.6263621 Edm = 71.0716 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298502.429692 Edm = 31.8654 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298449.3299096 Edm = 0.26718 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298448.5513497 Edm = 0.249807 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298432.0688321 Edm = 13.8615 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298324.4197313 Edm = 17.4791 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298304.1190196 Edm = 0.24459 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298303.6913457 Edm = 0.327107 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298186.627913 Edm = 166.805 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298185.9733087 Edm = 0.540953 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298182.4807131 Edm = 4.4839 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 298164.1174097 Edm = 16.5865 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297694.2847715 Edm = 270.247 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297339.3845172 Edm = 21.4155 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297315.9771251 Edm = 0.923078 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297315.1838325 Edm = 0.11003 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297315.0213339 Edm = 0.035103 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297314.9115646 Edm = 0.0996036 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297301.0088057 Edm = 12.2219 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297251.2982871 Edm = 1.82269 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297249.7950559 Edm = 0.0242195 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297249.7649026 Edm = 0.00913149 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297249.1946761 Edm = 0.486936 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297220.191696 Edm = 2.26524 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297218.1724947 Edm = 0.300302 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297217.9631158 Edm = 0.062117 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297217.8473141 Edm = 0.00948868 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297217.8351528 Edm = 0.000906661 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297217.7969126 Edm = 0.0358399 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297215.8262582 Edm = 2.17502 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297202.2892212 Edm = 5.80149 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297193.7728444 Edm = 0.0219196 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297193.7446245 Edm = 0.00344517 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297193.7337472 Edm = 0.00746727 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297193.7073525 Edm = 0.0291718 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297193.4446398 Edm = 0.272825 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297192.7826733 Edm = 0.647979 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297177.9504021 Edm = 0.966011 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297177.1930089 Edm = 0.197966 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297177.0340592 Edm = 0.0128638 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297177.0209524 Edm = 0.00163457 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297176.9978709 Edm = 0.0261679 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297176.0006801 Edm = 0.973092 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297169.6332822 Edm = 0.400602 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297169.202821 Edm = 0.0200541 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297169.1821934 Edm = 0.00461752 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297169.1779175 Edm = 0.000738274 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297169.1766067 Edm = 0.000664794 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297169.1476631 Edm = 0.0329999 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297168.0978499 Edm = 0.204034 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297164.7919274 Edm = 1.33994 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297163.0175064 Edm = 0.745207 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297162.4263152 Edm = 0.0472723 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297162.3891 Edm = 0.00604092 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297162.3837167 Edm = 0.00138138 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297162.3810207 Edm = 0.00116779 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297162.3754581 Edm = 0.00350472 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297162.2164913 Edm = 0.179732 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297162.1346055 Edm = 0.0784445 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297161.4975269 Edm = 0.580663 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297154.9298424 Edm = 3.29538 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297151.4181622 Edm = 1.58463 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297150.2593158 Edm = 3.30292 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297149.2164603 Edm = 1.31776 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297148.2955908 Edm = 0.322873 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297148.0651409 Edm = 0.0254944 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297148.0399838 Edm = 0.00529434 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297148.0371497 Edm = 0.00115065 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297148.035544 Edm = 0.000691198 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297148.0301045 Edm = 0.00399697 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297147.8726243 Edm = 0.175287 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297147.5566092 Edm = 0.278436 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297143.7855278 Edm = 0.771569 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297143.1215142 Edm = 0.189968 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297143.0165618 Edm = 0.043971 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297142.9825506 Edm = 0.0145595 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297142.9682716 Edm = 0.00142207 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297142.9667447 Edm = 8.4281e-05 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297142.9666137 Edm = 7.62453e-05 NCalls = 273 -VariableMetric: After Hessian - FCN = 297142.9666137 Edm = 5.04344 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297142.9666137 Edm = 5.04344 NCalls = 748 -VariableMetric: Iteration # 85 - FCN = 297142.3986456 Edm = 10.8604 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297142.3937636 Edm = 11447.3 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297142.346912 Edm = 3257.75 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297142.019488 Edm = 945.72 NCalls = 772 -VariableMetric: Iteration # 89 - FCN = 297141.9995331 Edm = 2255.55 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297141.9263986 Edm = 611.442 NCalls = 781 -VariableMetric: Iteration # 91 - FCN = 297141.7180641 Edm = 967.345 NCalls = 785 -VariableMetric: Iteration # 92 - FCN = 297141.4959125 Edm = 1623.94 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297141.2926912 Edm = 710.992 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297140.8254671 Edm = 237.37 NCalls = 796 -VariableMetric: Iteration # 95 - FCN = 297140.7272695 Edm = 84.5852 NCalls = 800 -VariableMetric: Iteration # 96 - FCN = 297140.6855094 Edm = 101.278 NCalls = 803 -VariableMetric: Iteration # 97 - FCN = 297140.6268593 Edm = 10.7235 NCalls = 806 -VariableMetric: Iteration # 98 - FCN = 297140.6096717 Edm = 65.2544 NCalls = 809 -VariableMetric: Iteration # 99 - FCN = 297140.5669358 Edm = 5.51961 NCalls = 812 -VariableMetric: Iteration # 100 - FCN = 297140.5226409 Edm = 4.49787 NCalls = 815 -VariableMetric: Iteration # 101 - FCN = 297140.4817644 Edm = 2.32106 NCalls = 818 -VariableMetric: Iteration # 102 - FCN = 297140.4592014 Edm = 1.1067 NCalls = 821 -VariableMetric: Iteration # 103 - FCN = 297140.3363012 Edm = 6.00364 NCalls = 823 -VariableMetric: Iteration # 104 - FCN = 297140.1297956 Edm = 1.50073 NCalls = 825 -VariableMetric: Iteration # 105 - FCN = 297140.1105718 Edm = 0.499053 NCalls = 827 -VariableMetric: Iteration # 106 - FCN = 297140.0972856 Edm = 0.0261059 NCalls = 829 -VariableMetric: Iteration # 107 - FCN = 297140.0864467 Edm = 0.228052 NCalls = 831 -VariableMetric: Iteration # 108 - FCN = 297140.0709108 Edm = 0.132646 NCalls = 833 -VariableMetric: Iteration # 109 - FCN = 297140.0692511 Edm = 0.00427334 NCalls = 835 -VariableMetric: Iteration # 110 - FCN = 297140.0668544 Edm = 0.0444256 NCalls = 837 -VariableMetric: Iteration # 111 - FCN = 297140.0618303 Edm = 0.00125007 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297140.0596845 Edm = 0.000421481 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297140.0590273 Edm = 8.75971e-05 NCalls = 844 -VariableMetric: Iteration # 114 - FCN = 297140.058896 Edm = 2.26865e-05 NCalls = 846 -VariableMetric: After Hessian - FCN = 297140.058896 Edm = 4.21575e-05 NCalls = 1329 -VariableMetric: Iteration # 115 - FCN = 297140.058896 Edm = 4.21575e-05 NCalls = 1329 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323447.0736674 Edm = 104.423 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323447.0736674 Edm = 104.423 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303354.0349833 Edm = 16.4406 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303200.0701595 Edm = 81.9837 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303179.6639638 Edm = 5.00959 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301261.1733794 Edm = 209.323 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299802.6794993 Edm = 100.407 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299417.2806377 Edm = 288.993 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 299390.1191166 Edm = 9.02842 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299379.5611494 Edm = 7.41329 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297829.2743902 Edm = 288.363 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297491.7879758 Edm = 6.34362 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297482.2246366 Edm = 0.645659 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297481.5048514 Edm = 0.0507511 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297481.4130422 Edm = 0.0373545 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297469.140839 Edm = 10.2544 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297324.5547514 Edm = 6.78158 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297318.501808 Edm = 0.484653 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297318.1760421 Edm = 0.0351538 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297318.0841094 Edm = 0.0478483 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297316.7739813 Edm = 0.918867 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297293.6226954 Edm = 4.6527 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297289.9129393 Edm = 0.943251 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297287.931997 Edm = 0.586894 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297286.6194557 Edm = 0.313089 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297286.3296023 Edm = 0.100656 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297286.1820228 Edm = 0.0213897 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297286.1398483 Edm = 0.00352337 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297286.1334598 Edm = 0.00245388 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297286.1230095 Edm = 0.0121561 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297285.8644461 Edm = 0.211865 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297280.8247663 Edm = 0.180721 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297280.5935673 Edm = 0.236256 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297280.496145 Edm = 0.161981 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297279.7542133 Edm = 0.137212 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297279.5228128 Edm = 0.0853902 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297279.5111657 Edm = 0.00786563 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297279.5032762 Edm = 0.000429599 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297279.5015724 Edm = 0.00132743 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297279.4314471 Edm = 0.0674128 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297278.0828878 Edm = 0.338526 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297277.6821752 Edm = 0.0817994 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297277.6145368 Edm = 0.00382547 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297277.6086896 Edm = 0.000167405 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297277.6071281 Edm = 0.00136923 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297277.2564888 Edm = 0.316209 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297275.4526859 Edm = 0.169372 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297275.3075005 Edm = 0.108672 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297275.2310846 Edm = 0.0290111 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297275.177515 Edm = 0.00514703 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297275.1713173 Edm = 0.000347204 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297275.1708811 Edm = 6.32779e-05 NCalls = 161 -VariableMetric: After Hessian - FCN = 297275.1708811 Edm = 25.6397 NCalls = 644 -VariableMetric: Iteration # 51 - FCN = 297275.1708811 Edm = 25.6397 NCalls = 644 -VariableMetric: Iteration # 52 - FCN = 297274.3396769 Edm = 2.61392 NCalls = 653 -VariableMetric: Iteration # 53 - FCN = 297272.8532645 Edm = 1.13329 NCalls = 655 -VariableMetric: Iteration # 54 - FCN = 297271.3856487 Edm = 2.15488 NCalls = 657 -VariableMetric: Iteration # 55 - FCN = 297271.0950734 Edm = 0.605964 NCalls = 659 -VariableMetric: Iteration # 56 - FCN = 297270.7696634 Edm = 0.229543 NCalls = 660 -VariableMetric: Iteration # 57 - FCN = 297270.4879815 Edm = 0.547293 NCalls = 663 -VariableMetric: Iteration # 58 - FCN = 297270.0542004 Edm = 0.416388 NCalls = 666 -VariableMetric: Iteration # 59 - FCN = 297269.7233214 Edm = 1.49252 NCalls = 669 -VariableMetric: Iteration # 60 - FCN = 297269.2072395 Edm = 0.248736 NCalls = 673 -VariableMetric: Iteration # 61 - FCN = 297268.9497985 Edm = 0.344199 NCalls = 674 -VariableMetric: Iteration # 62 - FCN = 297268.6387152 Edm = 0.285736 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297268.5248035 Edm = 0.316033 NCalls = 679 -VariableMetric: Iteration # 64 - FCN = 297268.3356085 Edm = 0.059431 NCalls = 682 -VariableMetric: Iteration # 65 - FCN = 297268.2508246 Edm = 0.0722414 NCalls = 684 -VariableMetric: Iteration # 66 - FCN = 297268.212385 Edm = 0.0521956 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297268.1513476 Edm = 0.0489602 NCalls = 689 -VariableMetric: Iteration # 68 - FCN = 297268.0492291 Edm = 0.0507519 NCalls = 692 -VariableMetric: Iteration # 69 - FCN = 297267.9595245 Edm = 0.0919136 NCalls = 695 -VariableMetric: Iteration # 70 - FCN = 297267.8316835 Edm = 0.0747317 NCalls = 698 -VariableMetric: Iteration # 71 - FCN = 297267.7438777 Edm = 0.0843774 NCalls = 700 -VariableMetric: Iteration # 72 - FCN = 297267.585801 Edm = 0.0949901 NCalls = 702 -VariableMetric: Iteration # 73 - FCN = 297267.31074 Edm = 0.263318 NCalls = 705 -VariableMetric: Iteration # 74 - FCN = 297267.0367267 Edm = 0.534135 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297266.7566574 Edm = 0.327549 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297265.8521758 Edm = 2.1552 NCalls = 715 -VariableMetric: Iteration # 77 - FCN = 297265.177245 Edm = 0.788007 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297264.2934494 Edm = 1.33509 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297263.7928719 Edm = 0.791102 NCalls = 728 -VariableMetric: Iteration # 80 - FCN = 297262.6270127 Edm = 1.17664 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297261.5382654 Edm = 1.04221 NCalls = 738 -VariableMetric: Iteration # 82 - FCN = 297259.869807 Edm = 1.24097 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297259.7747659 Edm = 0.130441 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297259.6465213 Edm = 0.227487 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297259.116477 Edm = 0.183723 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297258.8990533 Edm = 0.0908639 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297258.8390592 Edm = 0.0413298 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297258.7854247 Edm = 0.0393398 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297258.7014207 Edm = 0.0426164 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297258.6493711 Edm = 0.0206631 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297258.6032138 Edm = 0.0215957 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297258.5684945 Edm = 0.0436416 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297258.5338724 Edm = 0.0161193 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297258.5121084 Edm = 0.00476985 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297258.5058522 Edm = 0.00296597 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297258.5017619 Edm = 0.00201191 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297258.4985116 Edm = 0.0016704 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297258.4955075 Edm = 0.00116026 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297258.4918564 Edm = 0.00124587 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297258.4883499 Edm = 0.000726053 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297258.4866801 Edm = 0.000240486 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297258.4863473 Edm = 3.01865e-05 NCalls = 788 -VariableMetric: After Hessian - FCN = 297258.4863473 Edm = 7.8621e-05 NCalls = 1271 -VariableMetric: Iteration # 103 - FCN = 297258.4863473 Edm = 7.8621e-05 NCalls = 1271 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304119.9253689 Edm = 16.79 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304119.9253689 Edm = 16.79 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299538.6141626 Edm = 1.82208 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299508.8183148 Edm = 16.1893 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299500.4475172 Edm = 4.3241 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299023.7326018 Edm = 139.683 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297974.5021328 Edm = 160.946 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297775.9017799 Edm = 7.01057 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297771.9277419 Edm = 0.199898 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297771.3838945 Edm = 0.652016 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297728.8948264 Edm = 16.3543 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297704.5798786 Edm = 0.719955 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297703.6235684 Edm = 0.0571284 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297702.8657607 Edm = 0.644854 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297441.4548946 Edm = 40.7392 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297398.0564182 Edm = 20.1395 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297380.7266422 Edm = 4.58103 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297372.7680933 Edm = 0.188086 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297372.4850015 Edm = 0.0447771 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297371.9417811 Edm = 0.56024 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297365.6170488 Edm = 4.36308 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297351.1881179 Edm = 1.77071 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297349.3054559 Edm = 0.671686 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297348.2664401 Edm = 0.247252 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297348.0317558 Edm = 0.0258558 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297347.9888135 Edm = 0.00961271 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297347.7938094 Edm = 0.20204 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297335.4948534 Edm = 2.59311 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297323.6374155 Edm = 1.82515 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297322.3725035 Edm = 0.234586 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297322.1630232 Edm = 0.00839747 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297322.1523594 Edm = 0.00239266 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297322.137333 Edm = 0.00522265 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297322.1157633 Edm = 0.00838814 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297321.6374128 Edm = 0.449395 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297313.1284373 Edm = 1.48131 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297312.1437285 Edm = 0.244238 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297311.9529907 Edm = 0.00832776 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297311.9459221 Edm = 0.00159992 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297311.9400801 Edm = 0.00529809 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297311.8345651 Edm = 0.232074 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297311.8232501 Edm = 0.0359495 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297311.7730428 Edm = 0.0869593 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297311.7710764 Edm = 0.00110635 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297311.7455548 Edm = 0.0333377 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297311.5269493 Edm = 0.12776 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297310.8258412 Edm = 0.281955 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297310.5781879 Edm = 0.745927 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297310.2594471 Edm = 0.0811783 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297310.1685361 Edm = 0.00932373 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297310.1093758 Edm = 0.051722 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297308.4329325 Edm = 0.219711 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297308.1332189 Edm = 0.233879 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297307.7153642 Edm = 0.412732 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297306.7677323 Edm = 0.250154 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297306.2166313 Edm = 0.128728 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297305.9845673 Edm = 0.0205272 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297305.9298723 Edm = 0.0218656 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297305.8978952 Edm = 0.0101522 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297305.8804027 Edm = 0.0140971 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297305.8680569 Edm = 0.0121904 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297305.8441445 Edm = 0.00499941 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297305.8337906 Edm = 0.0144271 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297305.8237723 Edm = 0.00253802 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297305.8196469 Edm = 0.00181631 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297305.8046802 Edm = 0.0101846 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297305.7573237 Edm = 0.070078 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297305.6696057 Edm = 0.188841 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297304.9810686 Edm = 0.688485 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297298.2267044 Edm = 5.14871 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297298.2038116 Edm = 0.0255328 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297298.0021323 Edm = 0.208789 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297293.8650044 Edm = 2.65323 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297286.208906 Edm = 1.47015 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297284.931618 Edm = 0.1413 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297284.7192338 Edm = 0.0963389 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297284.62643 Edm = 0.0592235 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297284.5867267 Edm = 0.0100727 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297284.5786719 Edm = 0.00188366 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297284.5750018 Edm = 0.00263746 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297284.5478254 Edm = 0.0110541 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297284.5230902 Edm = 0.00180181 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297284.5178665 Edm = 0.00463036 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297284.5096587 Edm = 0.00948753 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297284.4146617 Edm = 0.0838779 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297283.4158389 Edm = 1.14433 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297282.8624645 Edm = 0.537577 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297282.1762104 Edm = 1.04597 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297281.7369864 Edm = 0.223585 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297280.9329265 Edm = 0.142085 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297280.7441502 Edm = 0.0187389 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297280.7252275 Edm = 0.00695587 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297280.7086656 Edm = 0.00852837 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297280.6909169 Edm = 0.0027434 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297280.6875445 Edm = 0.00100367 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297280.6851274 Edm = 0.000512488 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297280.6838197 Edm = 0.000556398 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297280.6822703 Edm = 0.00178662 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297280.6761095 Edm = 0.00252125 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297280.6717731 Edm = 0.0164495 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297280.6411122 Edm = 0.0349397 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297280.6254582 Edm = 0.0301986 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297280.5863793 Edm = 0.0132556 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297280.5739965 Edm = 0.0142218 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297280.50165 Edm = 0.0380344 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297280.4434929 Edm = 0.0630915 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297279.9763243 Edm = 0.350657 NCalls = 355 -VariableMetric: Iteration # 106 - FCN = 297279.4030646 Edm = 0.106554 NCalls = 359 -VariableMetric: Iteration # 107 - FCN = 297279.2869311 Edm = 0.0146575 NCalls = 361 -VariableMetric: Iteration # 108 - FCN = 297279.2780245 Edm = 0.0029821 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297279.2666506 Edm = 0.00528305 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297279.2567422 Edm = 0.00296369 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297279.2547933 Edm = 0.000577773 NCalls = 370 -VariableMetric: Iteration # 112 - FCN = 297279.2538182 Edm = 0.000150151 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297279.2533434 Edm = 0.000284649 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297279.2414061 Edm = 0.0108274 NCalls = 378 -VariableMetric: Iteration # 115 - FCN = 297279.1273069 Edm = 0.194323 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297278.9302069 Edm = 0.0798218 NCalls = 385 -VariableMetric: Iteration # 117 - FCN = 297278.9204211 Edm = 0.0149932 NCalls = 387 -VariableMetric: Iteration # 118 - FCN = 297278.8672587 Edm = 0.0392091 NCalls = 389 -VariableMetric: Iteration # 119 - FCN = 297278.2488914 Edm = 0.134584 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 297277.9394913 Edm = 0.0905804 NCalls = 397 -VariableMetric: Iteration # 121 - FCN = 297277.767375 Edm = 0.0239195 NCalls = 399 -VariableMetric: Iteration # 122 - FCN = 297277.7352953 Edm = 0.00289278 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297277.7317281 Edm = 0.000343437 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297277.7314101 Edm = 7.08392e-05 NCalls = 405 -VariableMetric: After Hessian - FCN = 297277.7314101 Edm = 3.85549 NCalls = 882 -VariableMetric: Iteration # 125 - FCN = 297277.7314101 Edm = 3.85549 NCalls = 882 -VariableMetric: Iteration # 126 - FCN = 297276.0145821 Edm = 8.53994 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297273.4500972 Edm = 0.471245 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297272.8484757 Edm = 1.16521 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297272.3457746 Edm = 0.44112 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297272.1136784 Edm = 0.275184 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297271.9597654 Edm = 0.344015 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297271.6731911 Edm = 0.316044 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297271.3761568 Edm = 0.602392 NCalls = 904 -VariableMetric: Iteration # 134 - FCN = 297270.4776753 Edm = 0.337287 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297270.2246762 Edm = 0.182315 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297269.9647938 Edm = 0.47621 NCalls = 913 -VariableMetric: Iteration # 137 - FCN = 297269.626022 Edm = 0.225592 NCalls = 918 -VariableMetric: Iteration # 138 - FCN = 297269.3683367 Edm = 0.455503 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297269.0201022 Edm = 0.303489 NCalls = 925 -VariableMetric: Iteration # 140 - FCN = 297268.8998089 Edm = 0.312457 NCalls = 927 -VariableMetric: Iteration # 141 - FCN = 297268.2921027 Edm = 0.398926 NCalls = 932 -VariableMetric: Iteration # 142 - FCN = 297267.2988791 Edm = 1.59135 NCalls = 936 -VariableMetric: Iteration # 143 - FCN = 297266.2195095 Edm = 7.11624 NCalls = 943 -VariableMetric: Iteration # 144 - FCN = 297266.1188445 Edm = 0.76985 NCalls = 945 -VariableMetric: Iteration # 145 - FCN = 297264.5295514 Edm = 3.27192 NCalls = 948 -VariableMetric: Iteration # 146 - FCN = 297263.2515114 Edm = 1.31069 NCalls = 951 -VariableMetric: Iteration # 147 - FCN = 297261.8341827 Edm = 1.13661 NCalls = 955 -VariableMetric: Iteration # 148 - FCN = 297260.768405 Edm = 1.62596 NCalls = 959 -VariableMetric: Iteration # 149 - FCN = 297259.9985219 Edm = 0.52451 NCalls = 963 -VariableMetric: Iteration # 150 - FCN = 297259.4248096 Edm = 0.598324 NCalls = 966 -VariableMetric: Iteration # 151 - FCN = 297259.2467468 Edm = 0.265015 NCalls = 968 -VariableMetric: Iteration # 152 - FCN = 297259.1116039 Edm = 0.164629 NCalls = 970 -VariableMetric: Iteration # 153 - FCN = 297258.6855198 Edm = 0.167106 NCalls = 973 -VariableMetric: Iteration # 154 - FCN = 297258.3886052 Edm = 0.248691 NCalls = 976 -VariableMetric: Iteration # 155 - FCN = 297258.1036024 Edm = 0.153299 NCalls = 979 -VariableMetric: Iteration # 156 - FCN = 297258.0013387 Edm = 0.112937 NCalls = 982 -VariableMetric: Iteration # 157 - FCN = 297257.8893598 Edm = 0.0616857 NCalls = 984 -VariableMetric: Iteration # 158 - FCN = 297257.7607646 Edm = 0.0629077 NCalls = 987 -VariableMetric: Iteration # 159 - FCN = 297257.5521803 Edm = 0.080952 NCalls = 990 -VariableMetric: Iteration # 160 - FCN = 297257.378311 Edm = 0.103157 NCalls = 992 -VariableMetric: Iteration # 161 - FCN = 297257.3125637 Edm = 0.0835187 NCalls = 995 -VariableMetric: Iteration # 162 - FCN = 297257.2588065 Edm = 0.0113512 NCalls = 997 -VariableMetric: Iteration # 163 - FCN = 297257.2459013 Edm = 0.00347244 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297257.2389597 Edm = 0.00278647 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297257.2309449 Edm = 0.00376108 NCalls = 1004 -VariableMetric: Iteration # 166 - FCN = 297257.219702 Edm = 0.00514433 NCalls = 1006 -VariableMetric: Iteration # 167 - FCN = 297257.2086836 Edm = 0.00554881 NCalls = 1009 -VariableMetric: Iteration # 168 - FCN = 297257.1976651 Edm = 0.00343566 NCalls = 1011 -VariableMetric: Iteration # 169 - FCN = 297257.1861106 Edm = 0.00555939 NCalls = 1013 -VariableMetric: Iteration # 170 - FCN = 297257.168627 Edm = 0.0132303 NCalls = 1015 -VariableMetric: Iteration # 171 - FCN = 297257.1414606 Edm = 0.0221121 NCalls = 1018 -VariableMetric: Iteration # 172 - FCN = 297257.1118436 Edm = 0.013428 NCalls = 1021 -VariableMetric: Iteration # 173 - FCN = 297257.0789005 Edm = 0.0233087 NCalls = 1023 -VariableMetric: Iteration # 174 - FCN = 297257.0456583 Edm = 0.0254963 NCalls = 1025 -VariableMetric: Iteration # 175 - FCN = 297257.0040117 Edm = 0.0152313 NCalls = 1028 -VariableMetric: Iteration # 176 - FCN = 297256.9862834 Edm = 0.00343671 NCalls = 1030 -VariableMetric: Iteration # 177 - FCN = 297256.9803229 Edm = 0.00263627 NCalls = 1032 -VariableMetric: Iteration # 178 - FCN = 297256.9716909 Edm = 0.00906987 NCalls = 1034 -VariableMetric: Iteration # 179 - FCN = 297256.9448804 Edm = 0.0143722 NCalls = 1038 -VariableMetric: Iteration # 180 - FCN = 297256.9217839 Edm = 0.0101786 NCalls = 1040 -VariableMetric: Iteration # 181 - FCN = 297256.9142832 Edm = 0.00351021 NCalls = 1042 -VariableMetric: Iteration # 182 - FCN = 297256.9106283 Edm = 0.00173118 NCalls = 1044 -VariableMetric: Iteration # 183 - FCN = 297256.9086479 Edm = 0.00165418 NCalls = 1047 -VariableMetric: Iteration # 184 - FCN = 297256.9034119 Edm = 0.00353923 NCalls = 1051 -VariableMetric: Iteration # 185 - FCN = 297256.8921966 Edm = 0.00409913 NCalls = 1054 -VariableMetric: Iteration # 186 - FCN = 297256.8857558 Edm = 0.00277941 NCalls = 1055 -VariableMetric: Iteration # 187 - FCN = 297256.8829074 Edm = 0.006571 NCalls = 1058 -VariableMetric: Iteration # 188 - FCN = 297256.87877 Edm = 0.00158536 NCalls = 1060 -VariableMetric: Iteration # 189 - FCN = 297256.875933 Edm = 0.000560454 NCalls = 1063 -VariableMetric: Iteration # 190 - FCN = 297256.8754499 Edm = 8.88719e-05 NCalls = 1065 -VariableMetric: Iteration # 191 - FCN = 297256.8753601 Edm = 1.10144e-05 NCalls = 1067 -VariableMetric: After Hessian - FCN = 297256.8753601 Edm = 0.000245983 NCalls = 1556 -VariableMetric: Iteration # 192 - FCN = 297256.8753601 Edm = 0.000245983 NCalls = 1556 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300241.5175058 Edm = 18.6878 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300241.5175058 Edm = 18.6878 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299934.0541397 Edm = 4.14272 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299821.2202973 Edm = 44.9171 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298111.3949924 Edm = 232.188 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297835.8314434 Edm = 3.53163 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297831.5359892 Edm = 0.115208 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297826.9662787 Edm = 6.2082 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297820.0459681 Edm = 6.2763 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297692.1797814 Edm = 14.1948 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297679.0084866 Edm = 0.0765955 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297678.3321397 Edm = 0.675508 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297636.9357997 Edm = 19.1001 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297588.204698 Edm = 0.795815 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297586.7582123 Edm = 0.0390984 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297586.6840055 Edm = 0.0303801 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297585.3167039 Edm = 1.22272 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297420.3342537 Edm = 27.6669 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297402.2362398 Edm = 1.23911 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297399.7363514 Edm = 0.778061 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297397.2924663 Edm = 1.57716 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297395.7917127 Edm = 3.09116 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297387.4080208 Edm = 11.614 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297386.8399348 Edm = 0.64521 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297385.086301 Edm = 2.31778 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297357.1630857 Edm = 46.7973 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297355.5056357 Edm = 1.93409 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297348.6567053 Edm = 7.35398 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297325.2896956 Edm = 6.68877 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297319.4337397 Edm = 0.910152 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297318.91151 Edm = 0.0302612 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297318.8612282 Edm = 0.0121509 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297318.8123838 Edm = 0.0377259 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297317.5123427 Edm = 1.42013 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297316.3192536 Edm = 1.08702 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297279.7135743 Edm = 24.9532 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297258.7388622 Edm = 4.09604 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297254.5206654 Edm = 0.304722 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297254.2927934 Edm = 0.0156559 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297254.2613779 Edm = 0.0236599 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297254.0024725 Edm = 0.35114 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297253.127891 Edm = 1.04198 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297253.0739175 Edm = 0.0453957 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297248.494934 Edm = 3.70325 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297228.818186 Edm = 0.433043 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297228.2627547 Edm = 0.043341 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297228.1866308 Edm = 0.00741959 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297228.1706991 Edm = 0.0053587 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297228.1028766 Edm = 0.0737889 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297227.4075407 Edm = 0.555198 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297221.2924596 Edm = 3.54062 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297204.4045015 Edm = 3.32171 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297198.4507242 Edm = 0.448996 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297198.0548108 Edm = 0.0264602 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297198.0362901 Edm = 0.00208454 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297198.0340205 Edm = 0.00062981 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297198.0314707 Edm = 0.00235552 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297197.951867 Edm = 0.0691878 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297194.295699 Edm = 0.621357 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297193.546308 Edm = 0.00557739 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297193.5400447 Edm = 0.00038101 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297193.5388993 Edm = 0.000994514 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297193.5056535 Edm = 0.0335976 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297193.017402 Edm = 0.0534808 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297189.723408 Edm = 0.945377 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297187.4402604 Edm = 0.286693 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297187.2546035 Edm = 0.031476 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297187.2259268 Edm = 0.00188394 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297187.2232544 Edm = 0.00142734 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297187.2010353 Edm = 0.0224133 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297185.8735455 Edm = 0.1017 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297182.9245507 Edm = 0.258808 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297182.5493771 Edm = 0.0269384 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297182.5220735 Edm = 0.00135579 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297182.5207417 Edm = 0.000141635 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297182.5198677 Edm = 0.000626928 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297182.4938688 Edm = 0.0231419 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297181.709402 Edm = 0.533228 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297180.2237921 Edm = 0.197598 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297180.0803819 Edm = 0.0167338 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297180.0616196 Edm = 0.00230991 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297180.0584006 Edm = 0.000587101 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297180.057759 Edm = 2.82974e-05 NCalls = 262 -VariableMetric: After Hessian - FCN = 297180.057759 Edm = 1.45064 NCalls = 743 -VariableMetric: Iteration # 82 - FCN = 297180.057759 Edm = 1.45064 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297179.8927245 Edm = 5.03998 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297174.6726328 Edm = 27.7 NCalls = 755 -VariableMetric: Iteration # 85 - FCN = 297174.5718907 Edm = 3556.49 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297174.5321593 Edm = 2708.96 NCalls = 768 -VariableMetric: Iteration # 87 - FCN = 297174.3645737 Edm = 10465.2 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297174.1656199 Edm = 2685.94 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297173.6630583 Edm = 296.376 NCalls = 780 -VariableMetric: Iteration # 90 - FCN = 297173.4859559 Edm = 2056.9 NCalls = 783 -VariableMetric: Iteration # 91 - FCN = 297173.1500214 Edm = 215.192 NCalls = 786 -VariableMetric: Iteration # 92 - FCN = 297172.5840788 Edm = 1165.58 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297171.6166551 Edm = 1422.24 NCalls = 792 -VariableMetric: Iteration # 94 - FCN = 297170.4258318 Edm = 281.468 NCalls = 795 -VariableMetric: Iteration # 95 - FCN = 297169.9397353 Edm = 258.797 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297169.4300274 Edm = 23.5941 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297169.1754316 Edm = 12.0532 NCalls = 804 -VariableMetric: Iteration # 98 - FCN = 297169.1123985 Edm = 25.1954 NCalls = 807 -VariableMetric: Iteration # 99 - FCN = 297168.7669573 Edm = 48.7731 NCalls = 809 -VariableMetric: Iteration # 100 - FCN = 297168.2857991 Edm = 6.73779 NCalls = 811 -VariableMetric: Iteration # 101 - FCN = 297167.846429 Edm = 2.95679 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297167.6213409 Edm = 1.62378 NCalls = 815 -VariableMetric: Iteration # 103 - FCN = 297167.2086371 Edm = 11.1928 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297166.4934144 Edm = 5.24064 NCalls = 819 -VariableMetric: Iteration # 105 - FCN = 297166.2421058 Edm = 0.93319 NCalls = 821 -VariableMetric: Iteration # 106 - FCN = 297166.1955593 Edm = 0.352313 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297166.1725932 Edm = 0.105892 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297166.0685634 Edm = 0.0456984 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297166.024859 Edm = 0.111632 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297166.0180236 Edm = 0.110884 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297166.0007967 Edm = 0.0164005 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297165.9892931 Edm = 0.00412143 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297165.9860077 Edm = 0.00223787 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297165.9829095 Edm = 0.00234767 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297165.9779337 Edm = 0.00215241 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297165.9760305 Edm = 0.000578833 NCalls = 847 -VariableMetric: Iteration # 117 - FCN = 297165.9755399 Edm = 9.16508e-05 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297165.975339 Edm = 0.000140144 NCalls = 850 -VariableMetric: Iteration # 119 - FCN = 297165.9742762 Edm = 0.00095964 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297165.9701944 Edm = 0.00192637 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297165.9681345 Edm = 0.000518725 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297165.9675995 Edm = 0.000201856 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297165.9669299 Edm = 0.000520492 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297165.9649302 Edm = 0.00158917 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297165.9639665 Edm = 0.00105465 NCalls = 869 -VariableMetric: Iteration # 126 - FCN = 297165.9624556 Edm = 0.000963048 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297165.9616569 Edm = 0.000441409 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297165.961022 Edm = 5.78305e-05 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297165.9609385 Edm = 1.30678e-05 NCalls = 878 -VariableMetric: After Hessian - FCN = 297165.9609385 Edm = 1.67271e-05 NCalls = 1375 -VariableMetric: Iteration # 130 - FCN = 297165.9609385 Edm = 1.67271e-05 NCalls = 1375 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305932.3908653 Edm = 20.9153 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305932.3908653 Edm = 20.9153 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301374.0252489 Edm = 4.43396 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301324.5007794 Edm = 24.9656 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301299.9491787 Edm = 19.0246 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300262.6258014 Edm = 131.647 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299658.9865092 Edm = 759.417 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298492.4214747 Edm = 13.4555 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298483.4169837 Edm = 18.7025 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298479.7206125 Edm = 0.398558 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298477.2973554 Edm = 1.66489 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298392.7914929 Edm = 67.3928 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298177.3377241 Edm = 31.2821 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298145.2990613 Edm = 0.630059 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298144.2083276 Edm = 0.232173 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298107.7395043 Edm = 33.9127 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297834.4983065 Edm = 17.6686 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297815.117412 Edm = 2.35798 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297811.434972 Edm = 0.153755 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297810.7934166 Edm = 0.489654 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297795.1558919 Edm = 16.7983 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297766.3209258 Edm = 25.4184 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297430.4091544 Edm = 46.3803 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297395.7031363 Edm = 17.4602 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297373.5994608 Edm = 2.59938 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297370.9828201 Edm = 0.167374 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297370.8504759 Edm = 0.0210383 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297370.7222925 Edm = 0.0879547 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297367.3537704 Edm = 3.15309 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297306.909305 Edm = 3.77686 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297302.7840601 Edm = 0.555655 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297301.960051 Edm = 0.0952572 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297301.8671072 Edm = 0.00312675 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297301.8599203 Edm = 0.00333435 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297301.834843 Edm = 0.0142582 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297301.4072227 Edm = 0.432829 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297297.9599248 Edm = 2.78926 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297274.5571477 Edm = 11.7341 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297266.014454 Edm = 1.46235 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297264.4316257 Edm = 0.185839 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297264.2109174 Edm = 0.0311737 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297264.1878809 Edm = 0.00431706 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297264.1811334 Edm = 0.00180496 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297264.0572335 Edm = 0.120543 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297257.047211 Edm = 0.876373 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297255.8743394 Edm = 0.18519 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297255.6487095 Edm = 0.112385 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297255.5490293 Edm = 0.0127681 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297255.5364094 Edm = 0.00079091 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297255.5351347 Edm = 0.000491043 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297255.5190708 Edm = 0.0157502 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297254.6921958 Edm = 0.109297 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297252.8033989 Edm = 0.940287 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297251.5835787 Edm = 1.65656 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297248.3347938 Edm = 0.874219 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297246.5401461 Edm = 1.1197 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297245.8101039 Edm = 2.03263 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297243.8423568 Edm = 1.30302 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297242.3418177 Edm = 3.71338 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297239.7408758 Edm = 1.61728 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297239.0587425 Edm = 0.569334 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297238.5596618 Edm = 0.0579366 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297238.5093565 Edm = 0.00401929 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297238.5027498 Edm = 0.003841 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297238.4925676 Edm = 0.00942434 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297238.3901302 Edm = 0.109466 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297238.3041455 Edm = 0.0767603 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297231.1079776 Edm = 2.2596 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297228.1687998 Edm = 0.277205 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297227.7775645 Edm = 0.0709285 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297227.7135692 Edm = 0.0101406 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297227.7072594 Edm = 0.0015578 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297227.7057551 Edm = 0.000250543 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297227.7024546 Edm = 0.00339545 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297227.6959733 Edm = 0.00633572 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297227.3436552 Edm = 0.0372269 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297225.6501547 Edm = 0.492636 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297224.2527614 Edm = 0.211001 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297223.9484219 Edm = 0.0350193 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297223.931416 Edm = 0.00425174 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297223.9269118 Edm = 0.000457261 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297223.9263723 Edm = 0.000159326 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297223.9257668 Edm = 0.000459176 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297223.9073714 Edm = 0.0209651 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297223.8410418 Edm = 0.057061 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297222.2500469 Edm = 0.299993 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297221.927918 Edm = 0.00828522 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297221.9191239 Edm = 0.000133616 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297221.9189246 Edm = 6.10004e-05 NCalls = 271 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 347599.4771525 Edm = 417.45 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 347599.4771525 Edm = 417.45 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310440.2557272 Edm = 24.189 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 308693.3234936 Edm = 27.0566 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 308677.9002703 Edm = 30.1159 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304066.3671184 Edm = 4401.07 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300475.7892916 Edm = 1923.07 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298621.1523982 Edm = 500.85 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298264.8406018 Edm = 67.4914 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298144.7856928 Edm = 9.80624 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298131.4550011 Edm = 0.251004 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298130.4039308 Edm = 0.587553 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298069.4366617 Edm = 23.6598 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298026.5843552 Edm = 0.279792 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298026.2029467 Edm = 0.0741331 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298025.1142805 Edm = 1.16244 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297945.0742761 Edm = 25.0577 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297797.689953 Edm = 25.4189 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297752.7006115 Edm = 5.96176 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297737.7473425 Edm = 4.93962 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297729.9859467 Edm = 0.570819 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297729.206913 Edm = 0.0781552 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297729.0079029 Edm = 0.113088 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297727.9130867 Edm = 1.10962 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297685.3181668 Edm = 40.2187 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297685.1215018 Edm = 0.139458 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297683.8253107 Edm = 1.21481 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297672.0761509 Edm = 5.53222 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297643.1872155 Edm = 16.4567 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297564.7216212 Edm = 90.1797 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297494.010586 Edm = 22.6637 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297433.5903803 Edm = 13.4572 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297416.4651921 Edm = 9.87765 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297401.8014105 Edm = 6.07781 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297385.3743249 Edm = 8.44519 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297383.2796094 Edm = 1.48262 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297382.5830098 Edm = 0.0704655 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297382.4961819 Edm = 0.0170255 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297382.4584513 Edm = 0.0151863 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297382.385569 Edm = 0.0658506 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297379.0413474 Edm = 3.96123 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297378.8657094 Edm = 0.153733 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297367.6263146 Edm = 10.8897 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297366.947825 Edm = 3.75759 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297354.0070965 Edm = 5.76418 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297344.2990327 Edm = 0.201712 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297344.1662844 Edm = 0.0723612 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297344.1298383 Edm = 0.00887908 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297344.1228311 Edm = 0.00219156 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297344.1210144 Edm = 0.00196662 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297343.5762669 Edm = 0.409224 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297336.4914706 Edm = 2.04518 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297332.302624 Edm = 0.426097 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297331.2853584 Edm = 0.940176 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297330.7927275 Edm = 0.245653 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297330.3876721 Edm = 0.12164 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297330.2206798 Edm = 0.143042 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297330.026115 Edm = 0.021452 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297329.9815679 Edm = 0.0262544 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297329.9627578 Edm = 0.00330941 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297329.9582802 Edm = 0.000312022 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297329.9570289 Edm = 0.000754133 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297329.898186 Edm = 0.0470734 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297329.2605155 Edm = 1.07006 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297329.1319611 Edm = 0.249981 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297327.8403633 Edm = 0.933782 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297325.8528243 Edm = 0.0263703 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297325.8236075 Edm = 0.0020102 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297325.8200821 Edm = 0.000834325 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297325.8180904 Edm = 0.000229469 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297325.8175933 Edm = 0.000218315 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297325.8116532 Edm = 0.00600601 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297325.5537987 Edm = 0.14329 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297323.9428423 Edm = 0.548118 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297323.4314116 Edm = 0.17404 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297323.2754573 Edm = 0.00698935 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297323.2690485 Edm = 0.000150739 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297323.2686624 Edm = 0.000194699 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297323.2667741 Edm = 0.00114728 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297323.2304976 Edm = 0.0347082 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297322.2585075 Edm = 0.617861 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297321.0322711 Edm = 0.269575 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297320.8241877 Edm = 0.0261786 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297320.7963164 Edm = 0.00213658 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297320.7925011 Edm = 0.00110471 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297320.7877004 Edm = 0.00136572 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297320.7851289 Edm = 0.000508564 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297320.7817292 Edm = 0.00318076 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297320.706115 Edm = 0.0762479 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297320.6902599 Edm = 0.0144115 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297320.0682088 Edm = 1.19046 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297320.0513997 Edm = 0.0554005 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297318.7093932 Edm = 1.0328 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297318.6766997 Edm = 0.0681054 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297318.1881169 Edm = 0.437477 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297315.8546012 Edm = 0.460279 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297315.2153775 Edm = 0.201492 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297315.0110316 Edm = 0.33213 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297314.2722617 Edm = 0.244687 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297313.6156753 Edm = 0.472992 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297312.3566019 Edm = 0.809412 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297312.0000273 Edm = 0.370001 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297311.5466577 Edm = 0.0272274 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297311.4841166 Edm = 0.0792043 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297311.4466704 Edm = 0.0554798 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297311.298271 Edm = 0.031568 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297311.2648634 Edm = 0.0225535 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297311.2488054 Edm = 0.00311579 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297311.2446585 Edm = 0.000472824 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297311.2439487 Edm = 0.00026059 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297311.2351118 Edm = 0.00846587 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297310.6617767 Edm = 0.446388 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297308.8598965 Edm = 0.449127 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297308.5066771 Edm = 0.415336 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297308.2634191 Edm = 0.121258 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297308.1147642 Edm = 0.079695 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297308.0052804 Edm = 0.0674285 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297307.9419419 Edm = 0.054404 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297307.9024386 Edm = 0.0286207 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297307.8646451 Edm = 0.00815286 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297307.8520901 Edm = 0.00268621 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297307.8501512 Edm = 0.00118824 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297307.8482718 Edm = 0.000657663 NCalls = 383 -VariableMetric: Iteration # 122 - FCN = 297307.8418669 Edm = 0.00292482 NCalls = 386 -VariableMetric: Iteration # 123 - FCN = 297307.836835 Edm = 0.00127801 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297307.8358729 Edm = 0.000388997 NCalls = 391 -VariableMetric: Iteration # 125 - FCN = 297307.8349154 Edm = 0.000700814 NCalls = 393 -VariableMetric: Iteration # 126 - FCN = 297307.7495255 Edm = 0.0843727 NCalls = 399 -VariableMetric: Iteration # 127 - FCN = 297307.6597744 Edm = 0.086284 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297306.5839974 Edm = 0.254524 NCalls = 409 -VariableMetric: Iteration # 129 - FCN = 297306.4777658 Edm = 0.0293793 NCalls = 411 -VariableMetric: Iteration # 130 - FCN = 297306.4543317 Edm = 0.0106667 NCalls = 412 -VariableMetric: Iteration # 131 - FCN = 297306.4411576 Edm = 0.00867563 NCalls = 414 -VariableMetric: Iteration # 132 - FCN = 297306.4284358 Edm = 0.00841796 NCalls = 419 -VariableMetric: Iteration # 133 - FCN = 297306.4172178 Edm = 0.0150711 NCalls = 423 -VariableMetric: Iteration # 134 - FCN = 297306.4036111 Edm = 0.0113573 NCalls = 426 -VariableMetric: Iteration # 135 - FCN = 297306.3809652 Edm = 0.0154113 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297306.3655707 Edm = 0.014215 NCalls = 432 -VariableMetric: Iteration # 137 - FCN = 297306.3529888 Edm = 0.00697659 NCalls = 437 -VariableMetric: Iteration # 138 - FCN = 297306.3436683 Edm = 0.00771699 NCalls = 439 -VariableMetric: Iteration # 139 - FCN = 297306.339998 Edm = 0.00239982 NCalls = 441 -VariableMetric: Iteration # 140 - FCN = 297306.3354414 Edm = 0.000822662 NCalls = 443 -VariableMetric: Iteration # 141 - FCN = 297306.3344027 Edm = 0.000146739 NCalls = 445 -VariableMetric: Iteration # 142 - FCN = 297306.3342617 Edm = 3.59764e-05 NCalls = 447 -VariableMetric: After Hessian - FCN = 297306.3342617 Edm = 5.71809 NCalls = 932 -VariableMetric: Iteration # 143 - FCN = 297306.3342617 Edm = 5.71809 NCalls = 932 -VariableMetric: Iteration # 144 - FCN = 297305.3634625 Edm = 7.26463 NCalls = 934 -VariableMetric: Iteration # 145 - FCN = 297305.3172994 Edm = 1.5039 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297304.615581 Edm = 0.519078 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297304.1324167 Edm = 0.676454 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297303.8428466 Edm = 0.628791 NCalls = 943 -VariableMetric: Iteration # 149 - FCN = 297303.5938015 Edm = 0.197245 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297303.2860758 Edm = 0.173195 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297303.1986665 Edm = 0.0963821 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 297303.1267563 Edm = 0.0777649 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297302.9819162 Edm = 0.076559 NCalls = 958 -VariableMetric: Iteration # 154 - FCN = 297302.6719677 Edm = 0.591635 NCalls = 964 -VariableMetric: Iteration # 155 - FCN = 297302.3788754 Edm = 3.01877 NCalls = 966 -VariableMetric: Iteration # 156 - FCN = 297302.0226526 Edm = 1.26262 NCalls = 969 -VariableMetric: Iteration # 157 - FCN = 297301.9538629 Edm = 0.222774 NCalls = 971 -VariableMetric: Iteration # 158 - FCN = 297301.8531392 Edm = 0.748149 NCalls = 973 -VariableMetric: Iteration # 159 - FCN = 297300.5636883 Edm = 1.37851 NCalls = 977 -VariableMetric: Iteration # 160 - FCN = 297300.4588871 Edm = 0.221306 NCalls = 980 -VariableMetric: Iteration # 161 - FCN = 297300.1414314 Edm = 0.634155 NCalls = 982 -VariableMetric: Iteration # 162 - FCN = 297297.7572874 Edm = 1.54703 NCalls = 988 -VariableMetric: Iteration # 163 - FCN = 297294.5824729 Edm = 2.25678 NCalls = 991 -VariableMetric: Iteration # 164 - FCN = 297293.4215094 Edm = 1.96071 NCalls = 993 -VariableMetric: Iteration # 165 - FCN = 297292.7660186 Edm = 0.756175 NCalls = 994 -VariableMetric: Iteration # 166 - FCN = 297292.5177751 Edm = 0.290458 NCalls = 996 -VariableMetric: Iteration # 167 - FCN = 297292.3237099 Edm = 0.0555894 NCalls = 998 -VariableMetric: Iteration # 168 - FCN = 297292.2312672 Edm = 0.0370243 NCalls = 1000 -VariableMetric: Iteration # 169 - FCN = 297292.1598355 Edm = 0.0312232 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297292.1168565 Edm = 0.0158568 NCalls = 1004 -VariableMetric: Iteration # 171 - FCN = 297292.0871565 Edm = 0.010987 NCalls = 1006 -VariableMetric: Iteration # 172 - FCN = 297292.0676504 Edm = 0.00488114 NCalls = 1008 -VariableMetric: Iteration # 173 - FCN = 297292.0524916 Edm = 0.0100854 NCalls = 1010 -VariableMetric: Iteration # 174 - FCN = 297292.0153246 Edm = 0.0239183 NCalls = 1013 -VariableMetric: Iteration # 175 - FCN = 297291.9560335 Edm = 0.0356767 NCalls = 1016 -VariableMetric: Iteration # 176 - FCN = 297291.8061688 Edm = 0.089229 NCalls = 1020 -VariableMetric: Iteration # 177 - FCN = 297291.694179 Edm = 0.110882 NCalls = 1023 -VariableMetric: Iteration # 178 - FCN = 297291.5897565 Edm = 0.0431277 NCalls = 1025 -VariableMetric: Iteration # 179 - FCN = 297291.5422193 Edm = 0.0471731 NCalls = 1026 -VariableMetric: Iteration # 180 - FCN = 297291.4526183 Edm = 0.0489794 NCalls = 1028 -VariableMetric: Iteration # 181 - FCN = 297291.2631677 Edm = 0.114681 NCalls = 1031 -VariableMetric: Iteration # 182 - FCN = 297291.1959163 Edm = 0.0847223 NCalls = 1034 -VariableMetric: Iteration # 183 - FCN = 297291.0117345 Edm = 0.131946 NCalls = 1037 -VariableMetric: Iteration # 184 - FCN = 297290.8722592 Edm = 0.144553 NCalls = 1039 -VariableMetric: Iteration # 185 - FCN = 297290.6435555 Edm = 0.147126 NCalls = 1042 -VariableMetric: Iteration # 186 - FCN = 297290.2297391 Edm = 0.321537 NCalls = 1044 -VariableMetric: Iteration # 187 - FCN = 297290.0977999 Edm = 0.293843 NCalls = 1047 -VariableMetric: Iteration # 188 - FCN = 297289.9118093 Edm = 0.13005 NCalls = 1051 -VariableMetric: Iteration # 189 - FCN = 297289.7928699 Edm = 0.0603929 NCalls = 1053 -VariableMetric: Iteration # 190 - FCN = 297289.7434045 Edm = 0.060323 NCalls = 1056 -VariableMetric: Iteration # 191 - FCN = 297289.5328328 Edm = 0.0409156 NCalls = 1060 -VariableMetric: Iteration # 192 - FCN = 297289.4968136 Edm = 0.0303565 NCalls = 1062 -VariableMetric: Iteration # 193 - FCN = 297289.4697539 Edm = 0.0145802 NCalls = 1064 -VariableMetric: Iteration # 194 - FCN = 297289.4508174 Edm = 0.0202374 NCalls = 1067 -VariableMetric: Iteration # 195 - FCN = 297289.4167362 Edm = 0.0144611 NCalls = 1070 -VariableMetric: Iteration # 196 - FCN = 297289.3988972 Edm = 0.00536731 NCalls = 1072 -VariableMetric: Iteration # 197 - FCN = 297289.3893053 Edm = 0.00319555 NCalls = 1075 -VariableMetric: Iteration # 198 - FCN = 297289.3832967 Edm = 0.00132373 NCalls = 1077 -VariableMetric: Iteration # 199 - FCN = 297289.3787302 Edm = 0.00266857 NCalls = 1079 -VariableMetric: Iteration # 200 - FCN = 297289.3569594 Edm = 0.01141 NCalls = 1083 -VariableMetric: Iteration # 201 - FCN = 297289.3396717 Edm = 0.0100937 NCalls = 1086 -VariableMetric: Iteration # 202 - FCN = 297289.3349397 Edm = 0.00296039 NCalls = 1088 -VariableMetric: Iteration # 203 - FCN = 297289.3313166 Edm = 0.000642333 NCalls = 1090 -VariableMetric: Iteration # 204 - FCN = 297289.3304752 Edm = 9.28845e-05 NCalls = 1092 -VariableMetric: Iteration # 205 - FCN = 297289.3302588 Edm = 7.18532e-05 NCalls = 1094 -VariableMetric: Iteration # 206 - FCN = 297289.3300722 Edm = 5.89643e-05 NCalls = 1096 -VariableMetric: After Hessian - FCN = 297289.3300722 Edm = 0.000400583 NCalls = 1589 -VariableMetric: Iteration # 207 - FCN = 297289.3300722 Edm = 0.000400583 NCalls = 1589 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305171.0071753 Edm = 51.7501 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305171.0071753 Edm = 51.7501 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301509.4633818 Edm = 3.33305 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301503.3971432 Edm = 4.61191 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300974.5916082 Edm = 470.45 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299090.6978388 Edm = 8.48802 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298987.0416334 Edm = 0.604437 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298976.1837312 Edm = 10.1181 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298701.1266496 Edm = 95.9965 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298145.0614799 Edm = 549.72 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297567.7699663 Edm = 65.2086 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297524.6472713 Edm = 16.875 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297503.7137819 Edm = 0.155441 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297503.5350277 Edm = 0.0488866 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297502.7068607 Edm = 0.730678 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297434.2906642 Edm = 4.23117 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297430.0863246 Edm = 0.030896 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297430.0295334 Edm = 0.0234996 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297424.6379053 Edm = 4.80207 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297320.4761489 Edm = 6.70748 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297311.9306197 Edm = 0.700676 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297310.7925135 Edm = 0.0110443 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297310.7782764 Edm = 0.00228431 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297310.6249272 Edm = 0.126458 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297302.580221 Edm = 6.10742 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297290.6152065 Edm = 0.199713 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297290.3378548 Edm = 0.00803995 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297290.329577 Edm = 0.000397759 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297290.3277131 Edm = 0.00151539 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297290.2428245 Edm = 0.0953361 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297289.7622064 Edm = 0.146292 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297287.4343602 Edm = 1.52341 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297282.489587 Edm = 2.91634 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297281.0595773 Edm = 0.738144 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297280.4276704 Edm = 0.0346986 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297280.3891905 Edm = 0.00154018 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297280.386903 Edm = 0.000958584 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297280.384121 Edm = 0.00288462 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297280.1380734 Edm = 0.234929 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297278.124166 Edm = 0.790812 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297277.4191806 Edm = 0.108222 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297277.3275936 Edm = 0.00307592 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297277.3250777 Edm = 5.34186e-05 NCalls = 140 -VariableMetric: After Hessian - FCN = 297277.3250777 Edm = 21008.7 NCalls = 617 -VariableMetric: Iteration # 42 - FCN = 297277.3250777 Edm = 21008.7 NCalls = 617 -VariableMetric: Iteration # 43 - FCN = 297274.9230804 Edm = 9676.63 NCalls = 625 -VariableMetric: Iteration # 44 - FCN = 297272.9919297 Edm = 0.364857 NCalls = 627 -VariableMetric: Iteration # 45 - FCN = 297272.5524215 Edm = 0.501763 NCalls = 630 -VariableMetric: Iteration # 46 - FCN = 297271.0134669 Edm = 0.435675 NCalls = 634 -VariableMetric: Iteration # 47 - FCN = 297267.2571298 Edm = 1.71354 NCalls = 640 -VariableMetric: Iteration # 48 - FCN = 297265.8701165 Edm = 1.78006 NCalls = 642 -VariableMetric: Iteration # 49 - FCN = 297264.6072016 Edm = 0.417085 NCalls = 644 -VariableMetric: Iteration # 50 - FCN = 297263.7749212 Edm = 1.04135 NCalls = 647 -VariableMetric: Iteration # 51 - FCN = 297263.19874 Edm = 0.362738 NCalls = 650 -VariableMetric: Iteration # 52 - FCN = 297262.6411494 Edm = 0.158858 NCalls = 652 -VariableMetric: Iteration # 53 - FCN = 297262.2706058 Edm = 0.0915404 NCalls = 654 -VariableMetric: Iteration # 54 - FCN = 297262.1392417 Edm = 0.0295152 NCalls = 656 -VariableMetric: Iteration # 55 - FCN = 297261.9782622 Edm = 0.0336313 NCalls = 659 -VariableMetric: Iteration # 56 - FCN = 297261.9060654 Edm = 0.0284783 NCalls = 661 -VariableMetric: Iteration # 57 - FCN = 297261.7265389 Edm = 0.0550433 NCalls = 664 -VariableMetric: Iteration # 58 - FCN = 297261.5421134 Edm = 0.0594102 NCalls = 666 -VariableMetric: Iteration # 59 - FCN = 297261.3903805 Edm = 0.0525259 NCalls = 668 -VariableMetric: Iteration # 60 - FCN = 297261.2698803 Edm = 0.0462553 NCalls = 670 -VariableMetric: Iteration # 61 - FCN = 297261.2080732 Edm = 0.0353844 NCalls = 672 -VariableMetric: Iteration # 62 - FCN = 297261.1378352 Edm = 0.0589047 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297260.894082 Edm = 0.111562 NCalls = 678 -VariableMetric: Iteration # 64 - FCN = 297260.7915856 Edm = 0.127319 NCalls = 681 -VariableMetric: Iteration # 65 - FCN = 297259.9407359 Edm = 1.41434 NCalls = 688 -VariableMetric: Iteration # 66 - FCN = 297259.6897701 Edm = 0.928663 NCalls = 691 -VariableMetric: Iteration # 67 - FCN = 297257.0362436 Edm = 4.85915 NCalls = 698 -VariableMetric: Iteration # 68 - FCN = 297256.831151 Edm = 0.597878 NCalls = 701 -VariableMetric: Iteration # 69 - FCN = 297255.1682807 Edm = 1.76542 NCalls = 706 -VariableMetric: Iteration # 70 - FCN = 297254.0499621 Edm = 0.657476 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297253.3039264 Edm = 0.473879 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297252.3992771 Edm = 0.221672 NCalls = 716 -VariableMetric: Iteration # 73 - FCN = 297252.0868991 Edm = 0.128864 NCalls = 718 -VariableMetric: Iteration # 74 - FCN = 297251.8152774 Edm = 0.148027 NCalls = 720 -VariableMetric: Iteration # 75 - FCN = 297251.588043 Edm = 0.0444347 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297251.5417798 Edm = 0.0332549 NCalls = 724 -VariableMetric: Iteration # 77 - FCN = 297251.5015526 Edm = 0.0257215 NCalls = 727 -VariableMetric: Iteration # 78 - FCN = 297251.4418302 Edm = 0.0208683 NCalls = 730 -VariableMetric: Iteration # 79 - FCN = 297251.3793166 Edm = 0.0296742 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297251.2865334 Edm = 0.0300506 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297251.2171856 Edm = 0.0279528 NCalls = 736 -VariableMetric: Iteration # 82 - FCN = 297251.1991432 Edm = 0.0141293 NCalls = 738 -VariableMetric: Iteration # 83 - FCN = 297251.1241436 Edm = 0.0417673 NCalls = 741 -VariableMetric: Iteration # 84 - FCN = 297251.0060964 Edm = 0.0358674 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 297250.975112 Edm = 0.0261266 NCalls = 744 -VariableMetric: Iteration # 86 - FCN = 297250.907677 Edm = 0.038177 NCalls = 748 -VariableMetric: Iteration # 87 - FCN = 297250.8420574 Edm = 0.0384408 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297250.8148371 Edm = 0.0196898 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297250.7780293 Edm = 0.0202 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297250.710287 Edm = 0.0206306 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297250.6787431 Edm = 0.00923599 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297250.6685964 Edm = 0.0181943 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297250.6510116 Edm = 0.0216349 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297250.5959656 Edm = 0.011669 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297250.5797657 Edm = 0.00865374 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297250.5743776 Edm = 0.00443298 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297250.5662687 Edm = 0.00385272 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297250.5544323 Edm = 0.00538019 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297250.537361 Edm = 0.00601151 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297250.527925 Edm = 0.00214326 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297250.5238608 Edm = 0.00247288 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297250.5175338 Edm = 0.00286119 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297250.5108358 Edm = 0.00263145 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297250.5011213 Edm = 0.00677597 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297250.4660884 Edm = 0.0132079 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297250.4486928 Edm = 0.00243892 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297250.4463764 Edm = 0.00112484 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297250.44567 Edm = 0.000325626 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297250.4450487 Edm = 0.000484057 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297250.4439374 Edm = 0.000801975 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297250.4414437 Edm = 0.00068799 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297250.4389595 Edm = 0.000623244 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297250.4370671 Edm = 0.000821511 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297250.4323883 Edm = 0.000864235 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297250.4311211 Edm = 0.000681387 NCalls = 820 -VariableMetric: Iteration # 116 - FCN = 297250.4298809 Edm = 0.000988799 NCalls = 822 -VariableMetric: Iteration # 117 - FCN = 297250.4263052 Edm = 0.00288301 NCalls = 826 -VariableMetric: Iteration # 118 - FCN = 297250.420883 Edm = 0.000739302 NCalls = 829 -VariableMetric: Iteration # 119 - FCN = 297250.4200973 Edm = 0.00014055 NCalls = 831 -VariableMetric: Iteration # 120 - FCN = 297250.4199558 Edm = 6.42952e-05 NCalls = 833 -VariableMetric: After Hessian - FCN = 297250.4199558 Edm = 0.127651 NCalls = 1316 -VariableMetric: Iteration # 121 - FCN = 297250.4199558 Edm = 0.127651 NCalls = 1316 -VariableMetric: Iteration # 122 - FCN = 297250.4176747 Edm = 0.0180562 NCalls = 1319 -VariableMetric: Iteration # 123 - FCN = 297250.4143302 Edm = 0.00196732 NCalls = 1322 -VariableMetric: Iteration # 124 - FCN = 297250.4119815 Edm = 0.000552779 NCalls = 1324 -VariableMetric: Iteration # 125 - FCN = 297250.4114717 Edm = 0.000205904 NCalls = 1325 -VariableMetric: Iteration # 126 - FCN = 297250.4112729 Edm = 0.000109085 NCalls = 1327 -VariableMetric: Iteration # 127 - FCN = 297250.4110113 Edm = 8.26293e-05 NCalls = 1329 -VariableMetric: Iteration # 128 - FCN = 297250.410531 Edm = 0.000207461 NCalls = 1332 -VariableMetric: Iteration # 129 - FCN = 297250.409328 Edm = 0.000311865 NCalls = 1335 -VariableMetric: Iteration # 130 - FCN = 297250.4088034 Edm = 2.20059e-05 NCalls = 1337 -VariableMetric: After Hessian - FCN = 297250.4088034 Edm = 4.41974e-05 NCalls = 1824 -VariableMetric: Iteration # 131 - FCN = 297250.4088034 Edm = 4.41974e-05 NCalls = 1824 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309925.6738619 Edm = 3039.92 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309925.6738619 Edm = 3039.92 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305808.6854988 Edm = 6.36203 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305698.1353517 Edm = 22.7384 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298619.1756488 Edm = 267.949 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298488.9081304 Edm = 405.632 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297856.1847346 Edm = 29.9248 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297803.6886283 Edm = 2.89786 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297802.215496 Edm = 0.224633 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297793.4148969 Edm = 7.94667 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297728.0286264 Edm = 0.396316 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297727.4038043 Edm = 0.103862 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297721.3842495 Edm = 6.09945 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297716.8645458 Edm = 4.31853 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297592.9922604 Edm = 0.248009 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297592.5070671 Edm = 0.266428 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297590.1388022 Edm = 2.70031 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297507.3623781 Edm = 55.848 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297296.8421286 Edm = 20.1344 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297275.3484213 Edm = 0.935713 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297273.8779984 Edm = 0.786392 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297273.0115388 Edm = 0.0255354 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297272.9774614 Edm = 0.00404739 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297272.7074282 Edm = 0.267686 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297266.7895207 Edm = 1.00408 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297255.6458685 Edm = 1.99125 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297251.7208299 Edm = 0.246655 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297251.1962049 Edm = 0.0692271 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297251.085474 Edm = 0.00614232 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297251.0733232 Edm = 0.00368804 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297251.0246498 Edm = 0.0441343 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297250.5781984 Edm = 0.333889 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297247.07942 Edm = 2.74543 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297242.2237493 Edm = 2.60315 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297240.0978065 Edm = 0.16409 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297239.9727426 Edm = 0.0202546 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297239.9597267 Edm = 0.00231034 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297239.9577033 Edm = 0.00181497 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297239.9188589 Edm = 0.0403541 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297238.7389476 Edm = 0.569529 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297234.1288974 Edm = 1.30325 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297232.377087 Edm = 0.085696 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297232.2996623 Edm = 0.00199604 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297232.2973083 Edm = 0.000612577 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297232.2855531 Edm = 0.0111292 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297231.4674639 Edm = 0.498162 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297229.2846123 Edm = 0.139712 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297229.1611951 Edm = 0.00343511 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297229.1580932 Edm = 0.000135234 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297229.1570153 Edm = 0.000902411 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297229.1110726 Edm = 0.045224 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297227.6734992 Edm = 0.151236 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297225.2185422 Edm = 0.199708 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297225.0071538 Edm = 0.0263342 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297224.9712379 Edm = 0.00246412 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297224.9677086 Edm = 0.000167571 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297224.9673682 Edm = 0.000122271 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297224.9624778 Edm = 0.00448515 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297223.8642702 Edm = 0.851629 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297220.7128518 Edm = 0.543823 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297220.3698651 Edm = 0.0854387 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297220.2308064 Edm = 0.00860781 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297220.2198421 Edm = 0.000257336 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297220.2194047 Edm = 0.000162815 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297220.2130495 Edm = 0.00572954 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297219.7212974 Edm = 0.572242 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297219.5068679 Edm = 0.202593 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297217.0112282 Edm = 0.185075 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297216.7685917 Edm = 0.0406769 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297216.7107074 Edm = 0.0274625 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297216.6784223 Edm = 0.00326653 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297216.674113 Edm = 0.000206603 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297216.6738683 Edm = 1.66951e-05 NCalls = 230 -VariableMetric: After Hessian - FCN = 297216.6738683 Edm = 19798.3 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297216.6738683 Edm = 19798.3 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297212.6505177 Edm = 11347.7 NCalls = 721 -VariableMetric: Iteration # 74 - FCN = 297210.3580064 Edm = 63.1178 NCalls = 730 -VariableMetric: Iteration # 75 - FCN = 297210.3094197 Edm = 41071.3 NCalls = 737 -VariableMetric: Iteration # 76 - FCN = 297210.2507691 Edm = 7117.44 NCalls = 741 -VariableMetric: Iteration # 77 - FCN = 297209.9417474 Edm = 952.474 NCalls = 745 -VariableMetric: Iteration # 78 - FCN = 297209.9139474 Edm = 249.536 NCalls = 750 -VariableMetric: Iteration # 79 - FCN = 297209.7084072 Edm = 146.318 NCalls = 754 -VariableMetric: Iteration # 80 - FCN = 297209.0625928 Edm = 121.252 NCalls = 757 -VariableMetric: Iteration # 81 - FCN = 297208.8049622 Edm = 39.9697 NCalls = 760 -VariableMetric: Iteration # 82 - FCN = 297208.7996757 Edm = 226.885 NCalls = 763 -VariableMetric: Iteration # 83 - FCN = 297208.70755 Edm = 132.03 NCalls = 766 -VariableMetric: Iteration # 84 - FCN = 297207.7345777 Edm = 333.351 NCalls = 768 -VariableMetric: Iteration # 85 - FCN = 297206.5265467 Edm = 100.598 NCalls = 770 -VariableMetric: Iteration # 86 - FCN = 297205.2494132 Edm = 16.1144 NCalls = 772 -VariableMetric: Iteration # 87 - FCN = 297203.7464303 Edm = 25.3854 NCalls = 774 -VariableMetric: Iteration # 88 - FCN = 297201.3554546 Edm = 382.744 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297200.0655971 Edm = 8.83282 NCalls = 778 -VariableMetric: Iteration # 90 - FCN = 297199.5564822 Edm = 16.7939 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297198.9481135 Edm = 8.49184 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297198.3835413 Edm = 11.897 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297196.7659993 Edm = 20.2995 NCalls = 786 -VariableMetric: Iteration # 94 - FCN = 297194.5514244 Edm = 14.4418 NCalls = 788 -VariableMetric: Iteration # 95 - FCN = 297193.6256829 Edm = 3.52021 NCalls = 790 -VariableMetric: Iteration # 96 - FCN = 297192.8186466 Edm = 7.74525 NCalls = 792 -VariableMetric: Iteration # 97 - FCN = 297191.5678835 Edm = 1.85074 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297190.9431123 Edm = 1.72426 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297190.447285 Edm = 0.343777 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297190.3723901 Edm = 0.315674 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297190.2904461 Edm = 0.100719 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297190.2703604 Edm = 0.0732617 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297190.2202578 Edm = 0.0442203 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297190.1659306 Edm = 0.111566 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297190.0912609 Edm = 0.058721 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297190.0259815 Edm = 0.052072 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297189.952717 Edm = 0.0508177 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297189.8972128 Edm = 0.113387 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297189.8504669 Edm = 0.0159743 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297189.8336688 Edm = 0.00366021 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297189.8287912 Edm = 0.00155737 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 297189.8247907 Edm = 0.00176382 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297189.8187606 Edm = 0.00178346 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297189.8150504 Edm = 0.00151839 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297189.8081847 Edm = 0.0040887 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297189.7980258 Edm = 0.00884877 NCalls = 837 -VariableMetric: Iteration # 117 - FCN = 297189.789803 Edm = 0.00771942 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297189.7742563 Edm = 0.00881833 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297189.7301394 Edm = 0.0769525 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297189.6958254 Edm = 0.068868 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297189.6346601 Edm = 0.100884 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297189.5056686 Edm = 0.0861585 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297189.4385236 Edm = 0.0294712 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297189.3921473 Edm = 0.0204399 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297189.3455927 Edm = 0.0176826 NCalls = 865 -VariableMetric: Iteration # 126 - FCN = 297189.3350756 Edm = 0.0135488 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297189.3192589 Edm = 0.00554801 NCalls = 869 -VariableMetric: Iteration # 128 - FCN = 297189.3110553 Edm = 0.00874257 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297189.3018545 Edm = 0.00609119 NCalls = 874 -VariableMetric: Iteration # 130 - FCN = 297189.2929665 Edm = 0.00321042 NCalls = 877 -VariableMetric: Iteration # 131 - FCN = 297189.2880378 Edm = 0.00208585 NCalls = 879 -VariableMetric: Iteration # 132 - FCN = 297189.2856637 Edm = 0.00251141 NCalls = 882 -VariableMetric: Iteration # 133 - FCN = 297189.2835992 Edm = 0.00165025 NCalls = 884 -VariableMetric: Iteration # 134 - FCN = 297189.2821694 Edm = 0.000272711 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297189.2817953 Edm = 5.84653e-05 NCalls = 889 -VariableMetric: After Hessian - FCN = 297189.2817953 Edm = 0.0016655 NCalls = 1372 -VariableMetric: Iteration # 136 - FCN = 297189.2817953 Edm = 0.0016655 NCalls = 1372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321948.8367712 Edm = 101.445 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321948.8367712 Edm = 101.445 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300281.4210965 Edm = 4.26323 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300218.1580336 Edm = 141.828 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300182.3169324 Edm = 4.73546 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299841.2231763 Edm = 183.335 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298803.580594 Edm = 121.073 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298627.5427219 Edm = 2.49598 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298624.3021929 Edm = 2.33354 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297986.5823556 Edm = 313.889 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297636.2678287 Edm = 48.6821 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297611.7546247 Edm = 6.10834 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297604.826086 Edm = 0.252851 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297604.5680906 Edm = 0.0831091 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297597.2732018 Edm = 7.09995 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297595.9408379 Edm = 1.19271 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297392.5247201 Edm = 18.6473 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297365.7865414 Edm = 1.55633 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297364.3688233 Edm = 0.0924356 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297364.2772226 Edm = 0.0255588 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297362.952699 Edm = 1.3654 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297341.8200435 Edm = 12.6051 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297256.8713668 Edm = 12.4958 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297242.7679839 Edm = 3.64502 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297237.7546864 Edm = 0.47406 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297237.2368081 Edm = 0.0160307 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297237.2021455 Edm = 0.0229386 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297234.4557205 Edm = 2.79342 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297233.8338107 Edm = 0.597698 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297168.6871405 Edm = 10.4155 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297149.6972538 Edm = 2.38169 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297147.7246714 Edm = 0.706129 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297146.4452971 Edm = 0.682521 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297145.2931893 Edm = 0.181418 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297144.9678554 Edm = 0.065396 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297144.8908053 Edm = 0.0196814 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297144.8650072 Edm = 0.00445562 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297144.8538268 Edm = 0.00517977 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297144.7994517 Edm = 0.0539472 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297144.4217656 Edm = 0.346635 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297140.391195 Edm = 8.24922 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297138.520312 Edm = 3.77784 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297123.0313971 Edm = 1.57836 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297119.4610463 Edm = 1.57127 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297119.2015933 Edm = 0.211999 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297119.0698671 Edm = 0.0155474 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297119.0595852 Edm = 0.00316244 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297119.0509551 Edm = 0.00356276 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297119.0424575 Edm = 0.000540964 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297119.0274327 Edm = 0.015447 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297118.7405898 Edm = 0.246155 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297115.6962812 Edm = 0.589639 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297114.9342158 Edm = 0.103961 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297114.8296816 Edm = 0.0276004 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297114.7381745 Edm = 0.0333762 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297114.6939211 Edm = 0.00926033 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297114.681626 Edm = 0.0017014 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297114.6780636 Edm = 0.000541756 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297114.6748503 Edm = 0.00284604 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297114.6418593 Edm = 0.0341318 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297114.0958666 Edm = 0.593376 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297112.9530386 Edm = 0.847417 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297112.9244155 Edm = 0.170335 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297112.3897719 Edm = 0.544292 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297111.4739648 Edm = 0.389021 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297110.6939759 Edm = 0.0419807 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297110.639978 Edm = 0.0135187 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297110.6137372 Edm = 0.000611896 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297110.6129612 Edm = 0.000144657 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297110.6102234 Edm = 0.00211896 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297110.5470774 Edm = 0.0551003 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297109.5349506 Edm = 0.428277 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297108.8967364 Edm = 0.0447582 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297108.8486345 Edm = 0.00253393 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297108.8459792 Edm = 0.000169707 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297108.845738 Edm = 8.39933e-05 NCalls = 250 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1286 (1286 total) | -| EDM = 5.07E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297331.8083700281 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.50 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.674 | 0.028 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.5 | 0.9 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.70 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.39 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 5.42 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 2.18 | 0.31 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 11| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.11 | 0.08 | | | -2 | 2 | | -| 13| p4160_p | -2.07 | 0.11 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.23 | 0.37 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.909 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.1 | 1.5 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 1.96 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.457 | 0.019 | | | -2 | 2 | | -| 19| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.68 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.44 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.000 0.002 -0.000 -0.040 0.166 0.014 0.029 -0.012 -0.001 0.046 0.001 0.073 -0.008 -0.033 -0.003 -0.002 0.019 -0.052 0.051 0.189 -0.012 0.001 0.001 | -| Dbar_s | 0.000 1.000 0.022 -0.000 0.042 0.001 -0.001 0.011 -0.003 0.020 -0.006 0.001 0.005 0.025 0.001 0.030 0.000 0.006 0.001 -0.001 0.001 0.027 -0.001 0.027 | -| p4040_p | 0.002 0.022 1.000 -0.003 -0.048 -0.009 -0.225 -0.252 0.140 -0.039 0.009 0.007 -0.048 0.131 -0.006 -0.228 -0.012 0.346 0.021 0.007 -0.010 0.164 0.020 -0.014 | -| p4415_p | -0.000 -0.000 -0.003 1.000 0.001 0.000 0.001 -0.005 0.001 0.002 -0.001 -0.023 -0.002 -0.004 0.000 0.002 0.001 -0.005 -0.001 -0.001 0.001 0.001 -0.001 0.000 | -| jpsi_p | -0.040 0.042 -0.048 0.001 1.000 -0.063 -0.026 0.177 0.302 0.319 0.117 0.003 0.104 0.063 -0.016 0.031 -0.005 -0.037 -0.047 0.024 -0.060 0.170 0.040 0.037 | -| omega_p | 0.166 0.001 -0.009 0.000 -0.063 1.000 -0.013 -0.021 -0.024 -0.025 0.099 -0.001 -0.038 -0.007 -0.086 -0.019 0.005 -0.018 -0.125 -0.109 0.959 -0.022 0.002 -0.020 | -| p4040_s | 0.014 -0.001 -0.225 0.001 -0.026 -0.013 1.000 0.377 -0.101 -0.103 -0.011 -0.021 0.163 -0.534 -0.005 0.003 -0.019 -0.062 0.024 0.019 -0.018 -0.170 0.008 0.081 | -| Ctt | 0.029 0.011 -0.252 -0.005 0.177 -0.021 0.377 1.000 -0.077 -0.296 -0.201 -0.010 0.745 -0.412 -0.007 0.171 -0.032 0.231 -0.001 0.014 -0.029 -0.255 0.001 -0.196 | -| DDstar_p | -0.012 -0.003 0.140 0.001 0.302 -0.024 -0.101 -0.077 1.000 -0.071 0.278 0.009 -0.181 0.285 0.008 0.093 0.008 -0.030 0.016 0.051 -0.028 0.266 0.019 0.208 | -| Dbar_p | -0.001 0.020 -0.039 0.002 0.319 -0.025 -0.103 -0.296 -0.071 1.000 0.196 -0.002 -0.074 0.105 0.003 0.040 -0.006 -0.106 0.037 0.048 -0.031 0.416 0.005 0.057 | -| bplus_1 | 0.046 -0.006 0.009 -0.001 0.117 0.099 -0.011 -0.201 0.278 0.196 1.000 -0.006 -0.332 0.044 -0.013 0.066 0.007 -0.039 -0.871 -0.184 0.116 0.129 -0.016 0.077 | -| p4415_s | 0.001 0.001 0.007 -0.023 0.003 -0.001 -0.021 -0.010 0.009 -0.002 -0.006 1.000 0.011 0.023 -0.001 -0.007 -0.001 -0.021 0.001 0.000 -0.001 0.010 0.002 0.001 | -| bplus_2 | 0.073 0.005 -0.048 -0.002 0.104 -0.038 0.163 0.745 -0.181 -0.074 -0.332 0.011 1.000 -0.126 -0.024 0.001 -0.084 0.207 0.072 0.048 -0.058 -0.114 0.012 -0.098 | -| p4160_p | -0.008 0.025 0.131 -0.004 0.063 -0.007 -0.534 -0.412 0.285 0.105 0.044 0.023 -0.126 1.000 -0.002 -0.097 0.001 -0.143 0.011 0.005 -0.007 0.266 0.026 0.042 | -| phi_p | -0.033 0.001 -0.006 0.000 -0.016 -0.086 -0.005 -0.007 0.008 0.003 -0.013 -0.001 -0.024 -0.002 1.000 -0.006 0.861 -0.008 0.017 0.022 -0.107 0.002 0.000 -0.005 | -| psi2s_p | -0.003 0.030 -0.228 0.002 0.031 -0.019 0.003 0.171 0.093 0.040 0.066 -0.007 0.001 -0.097 -0.006 1.000 -0.009 -0.108 0.003 0.018 -0.021 0.072 0.025 -0.403 | -| phi_s | -0.002 0.000 -0.012 0.001 -0.005 0.005 -0.019 -0.032 0.008 -0.006 0.007 -0.001 -0.084 0.001 0.861 -0.009 1.000 -0.028 -0.008 -0.005 -0.011 0.002 0.000 -0.015 | -| p4160_s | 0.019 0.006 0.346 -0.005 -0.037 -0.018 -0.062 0.231 -0.030 -0.106 -0.039 -0.021 0.207 -0.143 -0.008 -0.108 -0.028 1.000 0.044 0.024 -0.025 -0.049 0.012 0.000 | -| bplus_0 | -0.052 0.001 0.021 -0.001 -0.047 -0.125 0.024 -0.001 0.016 0.037 -0.871 0.001 0.072 0.011 0.017 0.003 -0.008 0.044 1.000 0.254 -0.148 0.036 -0.000 0.053 | -| rho_s | 0.051 -0.001 0.007 -0.001 0.024 -0.109 0.019 0.014 0.051 0.048 -0.184 0.000 0.048 0.005 0.022 0.018 -0.005 0.024 0.254 1.000 -0.242 0.030 -0.003 0.026 | -| omega_s | 0.189 0.001 -0.010 0.001 -0.060 0.959 -0.018 -0.029 -0.028 -0.031 0.116 -0.001 -0.058 -0.007 -0.107 -0.021 -0.011 -0.025 -0.148 -0.242 1.000 -0.023 0.002 -0.024 | -| p3770_p | -0.012 0.027 0.164 0.001 0.170 -0.022 -0.170 -0.255 0.266 0.416 0.129 0.010 -0.114 0.266 0.002 0.072 0.002 -0.049 0.036 0.030 -0.023 1.000 0.010 -0.159 | -| DDstar_s | 0.001 -0.001 0.020 -0.001 0.040 0.002 0.008 0.001 0.019 0.005 -0.016 0.002 0.012 0.026 0.000 0.025 0.000 0.012 -0.000 -0.003 0.002 0.010 1.000 0.015 | -| p3770_s | 0.001 0.027 -0.014 0.000 0.037 -0.020 0.081 -0.196 0.208 0.057 0.077 0.001 -0.098 0.042 -0.005 -0.403 -0.015 0.000 0.053 0.026 -0.024 -0.159 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21863289266890362}), (, {'error': 0.017930533909585072}), (, {'error': 0.2557230761841338}), (, {'error': 0.1292727770725155}), (, {'error': 0.028033569132394298}), (, {'error': 0.8692116160592369}), (, {'error': 0.17281471496886686}), (, {'error': 0.20933541817720286}), (, {'error': 0.2927588968843704}), (, {'error': 0.3109319352967326}), (, {'error': 0.038797034432319855}), (, {'error': 0.037482221124526496}), (, {'error': 0.08223947376949758}), (, {'error': 0.11349753421306685}), (, {'error': 0.3683859610706275}), (, {'error': 0.03131844845890086}), (, {'error': 1.5409503417869725}), (, {'error': 0.15928676600821023}), (, {'error': 0.01936380381136038}), (, {'error': 0.33315281269723107}), (, {'error': 4.042478521881352}), (, {'error': 0.09996663499558167}), (, {'error': 0.018338980238546465}), (, {'error': 0.22927304226731104})]) -Toy 1/25 -Time taken: 8 min, 12 s -Projected time left: 3 h, 16 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1616 (1616 total) | -| EDM = 0.00115 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297215.2881225382 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.50 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.98 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.23 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.89 | 0.19 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.026 | 0.183 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -2.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -3.5 | 0.8 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 11| p4415_s | 1.00 | 0.20 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.27 | 0.10 | | | -2 | 2 | | -| 13| p4160_p | 4.13 | 0.13 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.1 | 1.7 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 19| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.27 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.59 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.40 | 0.27 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.002 0.002 0.013 0.002 -0.014 0.011 0.017 -0.034 -0.007 -0.026 0.001 -0.048 -0.005 -0.026 0.006 -0.013 0.009 0.058 -0.067 0.047 -0.009 -0.027 -0.001 | -| Dbar_s | 0.002 1.000 -0.095 -0.038 -0.069 0.001 0.046 -0.071 -0.091 0.056 0.017 0.030 -0.055 -0.098 -0.003 -0.069 -0.004 0.005 0.008 -0.006 0.000 -0.067 -0.027 -0.106 | -| p4040_p | 0.002 -0.095 1.000 0.216 0.380 0.007 -0.245 -0.282 -0.120 -0.404 0.054 0.020 0.030 0.329 0.001 0.065 -0.009 0.260 -0.035 0.003 -0.001 0.383 -0.026 0.145 | -| p4415_p | 0.013 -0.038 0.216 1.000 0.260 0.008 -0.170 -0.078 -0.315 -0.273 0.199 -0.140 -0.256 0.348 0.001 0.109 -0.007 -0.116 0.018 -0.054 0.013 0.148 -0.152 0.085 | -| jpsi_p | 0.002 -0.069 0.380 0.260 1.000 0.001 -0.122 -0.364 -0.322 -0.763 0.145 -0.071 0.110 0.494 -0.008 0.412 -0.017 -0.078 -0.067 -0.014 0.001 0.471 -0.209 0.408 | -| omega_p | -0.014 0.001 0.007 0.008 0.001 1.000 0.005 0.023 0.012 -0.005 0.020 0.003 -0.036 0.003 -0.009 0.003 0.005 0.013 -0.036 0.145 0.672 0.006 0.008 0.010 | -| p4040_s | 0.011 0.046 -0.245 -0.170 -0.122 0.005 1.000 0.413 -0.276 0.119 0.145 0.190 -0.227 -0.534 -0.005 0.016 -0.010 0.007 0.022 -0.044 0.010 -0.291 -0.189 0.008 | -| Ctt | 0.017 -0.071 -0.282 -0.078 -0.364 0.023 0.413 1.000 -0.153 0.198 0.153 0.246 -0.628 -0.458 -0.002 0.148 -0.031 0.257 0.025 -0.013 -0.006 -0.300 -0.141 -0.210 | -| DDstar_p | -0.034 -0.091 -0.120 -0.315 -0.322 0.012 -0.276 -0.153 1.000 0.427 -0.501 -0.086 0.575 0.057 -0.012 -0.283 -0.041 -0.169 -0.200 0.254 -0.072 0.175 0.757 -0.035 | -| Dbar_p | -0.007 0.056 -0.404 -0.273 -0.763 -0.005 0.119 0.198 0.427 1.000 -0.181 0.039 0.023 -0.473 -0.018 -0.470 -0.019 0.059 0.001 0.057 -0.022 -0.557 0.529 -0.404 | -| bplus_1 | -0.026 0.017 0.054 0.199 0.145 0.020 0.145 0.153 -0.501 -0.181 1.000 -0.000 -0.350 -0.054 -0.011 0.112 -0.061 0.095 -0.715 0.172 -0.050 -0.156 -0.407 -0.020 | -| p4415_s | 0.001 0.030 0.020 -0.140 -0.071 0.003 0.190 0.246 -0.086 0.039 -0.000 1.000 0.019 -0.129 -0.003 0.020 -0.007 0.341 -0.014 0.005 -0.002 -0.120 -0.081 -0.008 | -| bplus_2 | -0.048 -0.055 0.030 -0.256 0.110 -0.036 -0.227 -0.628 0.575 0.023 -0.350 0.019 1.000 0.169 0.012 -0.083 0.045 -0.192 -0.193 0.144 -0.029 0.258 0.450 0.134 | -| p4160_p | -0.005 -0.098 0.329 0.348 0.494 0.003 -0.534 -0.458 0.057 -0.473 -0.054 -0.129 0.169 1.000 0.006 0.165 0.001 -0.173 -0.038 0.030 -0.006 0.538 0.146 0.247 | -| phi_p | -0.026 -0.003 0.001 0.001 -0.008 -0.009 -0.005 -0.002 -0.012 -0.018 -0.011 -0.003 0.012 0.006 1.000 0.005 0.859 -0.008 0.024 -0.010 -0.038 0.009 -0.007 0.000 | -| psi2s_p | 0.006 -0.069 0.065 0.109 0.412 0.003 0.016 0.148 -0.283 -0.470 0.112 0.020 -0.083 0.165 0.005 1.000 0.002 -0.052 0.007 -0.034 0.010 0.245 -0.199 -0.058 | -| phi_s | -0.013 -0.004 -0.009 -0.007 -0.017 0.005 -0.010 -0.031 -0.041 -0.019 -0.061 -0.007 0.045 0.001 0.859 0.002 1.000 -0.025 0.106 -0.067 0.004 -0.001 -0.026 -0.014 | -| p4160_s | 0.009 0.005 0.260 -0.116 -0.078 0.013 0.007 0.257 -0.169 0.059 0.095 0.341 -0.192 -0.173 -0.008 -0.052 -0.025 1.000 -0.014 -0.007 -0.002 -0.117 -0.088 -0.039 | -| bplus_0 | 0.058 0.008 -0.035 0.018 -0.067 -0.036 0.022 0.025 -0.200 0.001 -0.715 -0.014 -0.193 -0.038 0.024 0.007 0.106 -0.014 1.000 -0.421 0.117 -0.051 -0.142 -0.053 | -| rho_s | -0.067 -0.006 0.003 -0.054 -0.014 0.145 -0.044 -0.013 0.254 0.057 0.172 0.005 0.144 0.030 -0.010 -0.034 -0.067 -0.007 -0.421 1.000 -0.224 0.062 0.194 0.029 | -| omega_s | 0.047 0.000 -0.001 0.013 0.001 0.672 0.010 -0.006 -0.072 -0.022 -0.050 -0.002 -0.029 -0.006 -0.038 0.010 0.004 -0.002 0.117 -0.224 1.000 -0.015 -0.055 -0.008 | -| p3770_p | -0.009 -0.067 0.383 0.148 0.471 0.006 -0.291 -0.300 0.175 -0.557 -0.156 -0.120 0.258 0.538 0.009 0.245 -0.001 -0.117 -0.051 0.062 -0.015 1.000 0.099 0.144 | -| DDstar_s | -0.027 -0.027 -0.026 -0.152 -0.209 0.008 -0.189 -0.141 0.757 0.529 -0.407 -0.081 0.450 0.146 -0.007 -0.199 -0.026 -0.088 -0.142 0.194 -0.055 0.099 1.000 -0.005 | -| p3770_s | -0.001 -0.106 0.145 0.085 0.408 0.010 0.008 -0.210 -0.035 -0.404 -0.020 -0.008 0.134 0.247 0.000 -0.058 -0.014 -0.039 -0.053 0.029 -0.008 0.144 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1356578629330496}), (, {'error': 0.1235106330974991}), (, {'error': 0.22439423673577163}), (, {'error': 0.22302641111701949}), (, {'error': 0.04007445174603852}), (, {'error': 0.2927529110315854}), (, {'error': 0.18730409715172752}), (, {'error': 0.18331250592909676}), (, {'error': 0.837898819835383}), (, {'error': 0.7939067656440242}), (, {'error': 0.0720178990981637}), (, {'error': 0.19838955244460765}), (, {'error': 0.10093662581188823}), (, {'error': 0.12946738870142482}), (, {'error': 0.32425888686664583}), (, {'error': 0.03685213290181366}), (, {'error': 1.6563788894625766}), (, {'error': 0.16878423161460399}), (, {'error': 0.033198814528574094}), (, {'error': 0.3876800618640396}), (, {'error': 1.0796035920208116}), (, {'error': 0.17043361435072946}), (, {'error': 0.5896512197221033}), (, {'error': 0.2659104390223259})]) -Toy 2/25 -Time taken: 17 min, 41 s -Projected time left: 3 h, 23 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1479 (1479 total) | -| EDM = 0.00233 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297294.9324379367 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.68 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.63 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.812 | 0.022 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.70 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.67 | 0.14 | | |0.00501244| 2.01499 | | -| 7 | Ctt | 0.54 | 0.11 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 1.70 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 5.58 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.806 | 0.011 | | | -2 | 2 | | -| 11| p4415_s | 1.22 | 0.16 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.009 | 0.044 | | | -2 | 2 | | -| 13| p4160_p | -2.52 | 0.08 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.878 | 0.026 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18 | 6 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.42 | 0.14 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.416 | 0.006 | | | -2 | 2 | | -| 19| rho_s | 1.28 | 0.28 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -6.283 | 0.027 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 23| p3770_s | 0.919 | 0.007 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.000 -0.001 -0.005 0.011 -0.015 -0.006 -0.005 0.005 -0.002 -0.011 -0.000 -0.049 0.001 -0.084 0.002 -0.085 -0.007 -0.010 -0.094 0.015 -0.000 -0.000 0.000 | -| Dbar_s | -0.000 1.000 0.014 0.009 0.018 0.001 0.002 0.017 0.008 0.003 -0.012 -0.003 -0.010 0.016 0.003 0.020 0.003 0.001 -0.012 -0.002 -0.000 -0.001 -0.003 -0.000 | -| p4040_p | -0.001 0.014 1.000 0.117 0.010 -0.004 -0.125 -0.212 0.078 0.084 -0.002 0.033 0.080 0.154 -0.016 -0.135 -0.017 0.300 0.008 0.002 -0.001 -0.005 0.028 0.002 | -| p4415_p | -0.005 0.009 0.117 1.000 0.010 -0.001 -0.144 -0.041 0.011 0.055 0.002 -0.091 0.145 0.212 -0.003 -0.045 -0.005 -0.145 0.015 0.006 -0.007 -0.004 0.044 0.001 | -| jpsi_p | 0.011 0.018 0.010 0.010 1.000 -0.042 -0.017 -0.228 -0.004 0.328 0.104 -0.029 -0.030 0.086 -0.165 0.121 -0.167 -0.032 0.120 0.012 0.025 -0.006 0.070 -0.000 | -| omega_p | -0.015 0.001 -0.004 -0.001 -0.042 1.000 0.002 0.001 -0.002 0.009 0.008 0.002 0.026 -0.007 0.183 -0.009 0.185 0.003 0.018 0.230 0.625 0.000 0.002 0.000 | -| p4040_s | -0.006 0.002 -0.125 -0.144 -0.017 0.002 1.000 0.215 -0.108 -0.054 0.072 0.122 0.016 -0.403 0.010 -0.022 0.008 0.048 0.079 0.011 -0.010 -0.001 0.023 -0.001 | -| Ctt | -0.005 0.017 -0.212 -0.041 -0.228 0.001 0.215 1.000 -0.012 -0.126 0.002 0.189 0.489 -0.246 0.002 0.162 0.000 0.187 -0.014 0.013 -0.007 0.008 -0.008 0.001 | -| DDstar_p | 0.005 0.008 0.078 0.011 -0.004 -0.002 -0.108 -0.012 1.000 -0.158 0.334 -0.095 -0.010 0.172 -0.024 0.018 -0.024 -0.064 0.292 0.051 0.003 -0.007 0.043 0.001 | -| Dbar_p | -0.002 0.003 0.084 0.055 0.328 0.009 -0.054 -0.126 -0.158 1.000 0.112 -0.025 0.016 0.209 0.030 0.225 0.030 -0.039 0.095 0.017 -0.008 -0.018 -0.012 0.001 | -| bplus_1 | -0.011 -0.012 -0.002 0.002 0.104 0.008 0.072 0.002 0.334 0.112 1.000 0.121 -0.220 0.009 0.033 0.095 0.032 0.088 -0.420 0.004 -0.014 -0.004 -0.028 -0.000 | -| p4415_s | -0.000 -0.003 0.033 -0.091 -0.029 0.002 0.122 0.189 -0.095 -0.025 0.121 1.000 -0.106 0.022 0.005 0.017 0.005 0.230 0.114 0.013 -0.003 0.002 0.000 -0.001 | -| bplus_2 | -0.049 -0.010 0.080 0.145 -0.030 0.026 0.016 0.489 -0.010 0.016 -0.220 -0.106 1.000 0.109 0.115 0.024 0.105 0.054 -0.119 0.023 -0.070 -0.002 -0.003 0.000 | -| p4160_p | 0.001 0.016 0.154 0.212 0.086 -0.007 -0.403 -0.246 0.172 0.209 0.009 0.022 0.109 1.000 -0.028 -0.035 -0.029 -0.114 0.023 0.005 0.002 -0.009 0.059 0.002 | -| phi_p | -0.084 0.003 -0.016 -0.003 -0.165 0.183 0.010 0.002 -0.024 0.030 0.033 0.005 0.115 -0.028 1.000 -0.038 0.996 0.014 0.052 -0.016 -0.285 0.002 0.009 0.000 | -| psi2s_p | 0.002 0.020 -0.135 -0.045 0.121 -0.009 -0.022 0.162 0.018 0.225 0.095 0.017 0.024 -0.035 -0.038 1.000 -0.039 -0.038 0.099 0.015 0.004 0.003 0.050 0.005 | -| phi_s | -0.085 0.003 -0.017 -0.005 -0.167 0.185 0.008 0.000 -0.024 0.030 0.032 0.005 0.105 -0.029 0.996 -0.039 1.000 0.012 0.050 -0.016 -0.280 0.002 0.010 0.000 | -| p4160_s | -0.007 0.001 0.300 -0.145 -0.032 0.003 0.048 0.187 -0.064 -0.039 0.088 0.230 0.054 -0.114 0.014 -0.038 0.012 1.000 0.097 0.014 -0.012 -0.000 0.015 -0.000 | -| bplus_0 | -0.010 -0.012 0.008 0.015 0.120 0.018 0.079 -0.014 0.292 0.095 -0.420 0.114 -0.119 0.023 0.052 0.099 0.050 0.097 1.000 0.107 -0.030 -0.004 -0.028 -0.000 | -| rho_s | -0.094 -0.002 0.002 0.006 0.012 0.230 0.011 0.013 0.051 0.017 0.004 0.013 0.023 0.005 -0.016 0.015 -0.016 0.014 0.107 1.000 -0.097 -0.001 -0.004 -0.000 | -| omega_s | 0.015 -0.000 -0.001 -0.007 0.025 0.625 -0.010 -0.007 0.003 -0.008 -0.014 -0.003 -0.070 0.002 -0.285 0.004 -0.280 -0.012 -0.030 -0.097 1.000 -0.000 -0.001 0.000 | -| p3770_p | -0.000 -0.001 -0.005 -0.004 -0.006 0.000 -0.001 0.008 -0.007 -0.018 -0.004 0.002 -0.002 -0.009 0.002 0.003 0.002 -0.000 -0.004 -0.001 -0.000 1.000 -0.002 -0.001 | -| DDstar_s | -0.000 -0.003 0.028 0.044 0.070 0.002 0.023 -0.008 0.043 -0.012 -0.028 0.000 -0.003 0.059 0.009 0.050 0.010 0.015 -0.028 -0.004 -0.001 -0.002 1.000 -0.000 | -| p3770_s | 0.000 -0.000 0.002 0.001 -0.000 0.000 -0.001 0.001 0.001 0.001 -0.000 -0.001 0.000 0.002 0.000 0.005 0.000 -0.000 -0.000 -0.000 0.000 -0.001 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10938303876734423}), (, {'error': 0.014260899939799787}), (, {'error': 0.22091104881568846}), (, {'error': 0.1473654294531248}), (, {'error': 0.021711680743909945}), (, {'error': 0.29592958010049797}), (, {'error': 0.13806081315414115}), (, {'error': 0.11013419571744276}), (, {'error': 0.206233506514109}), (, {'error': 0.2547347447347459}), (, {'error': 0.010662884215144719}), (, {'error': 0.1610704786610675}), (, {'error': 0.04449470510001019}), (, {'error': 0.07527352834974366}), (, {'error': 10.7927895171167}), (, {'error': 0.02566469098059887}), (, {'error': 5.822201381477028}), (, {'error': 0.13758720470040053}), (, {'error': 0.005605726844288839}), (, {'error': 0.28442334003644787}), (, {'error': 1.23484987793206}), (, {'error': 0.027279872058587173}), (, {'error': 0.031241406211939188}), (, {'error': 0.007419766829931729})]) -Toy 3/25 -Time taken: 26 min, 35 s -Projected time left: 3 h, 14 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1310 (1310 total) | -| EDM = 3.68E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297267.7570730903 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 2.88 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -1.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.553 | 0.030 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -1.28 | 0.22 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -2.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -5.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 11| p4415_s | 0.33 | 0.20 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.64 | 0.10 | | | -2 | 2 | | -| 13| p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.27 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.48 | 0.04 | | | -2 | 2 | | -| 19| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.36 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.04 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.016 0.022 0.011 -0.022 0.079 0.053 0.071 -0.062 -0.044 0.191 0.063 -0.103 -0.001 0.120 -0.004 0.057 -0.002 -0.232 -0.056 -0.150 -0.057 -0.010 -0.018 | -| Dbar_s | -0.016 1.000 0.023 0.021 -0.056 -0.000 -0.000 0.074 -0.043 0.070 0.010 0.015 -0.029 -0.001 -0.004 0.008 0.005 -0.001 0.022 0.001 0.005 -0.089 -0.006 -0.000 | -| p4040_p | 0.022 0.023 1.000 -0.015 0.254 -0.001 -0.224 0.150 0.290 0.314 0.122 0.163 -0.089 -0.006 0.011 0.081 -0.013 -0.003 -0.021 -0.053 0.009 0.098 0.000 0.251 | -| p4415_p | 0.011 0.021 -0.015 1.000 0.113 -0.001 -0.191 -0.035 0.110 0.103 0.102 -0.106 -0.164 0.004 0.006 0.007 -0.006 0.007 0.008 -0.045 0.011 0.105 0.005 0.073 | -| jpsi_p | -0.022 -0.056 0.254 0.113 1.000 -0.000 -0.236 -0.263 0.449 0.276 0.160 -0.058 0.275 -0.004 -0.003 0.212 -0.006 0.010 -0.077 0.020 -0.004 0.069 -0.023 0.273 | -| omega_p | 0.079 -0.000 -0.001 -0.001 -0.000 1.000 0.002 0.001 -0.003 -0.002 0.009 0.001 0.002 0.000 -0.004 -0.001 -0.008 -0.000 -0.011 -0.036 -0.265 -0.001 -0.000 -0.001 | -| p4040_s | 0.053 -0.000 -0.224 -0.191 -0.236 0.002 1.000 0.282 -0.101 -0.205 -0.061 0.016 -0.152 0.011 0.006 0.058 -0.018 -0.009 -0.010 -0.025 -0.008 -0.214 0.014 -0.099 | -| Ctt | 0.071 0.074 0.150 -0.035 -0.263 0.001 0.282 1.000 -0.240 0.481 0.056 0.276 -0.632 -0.004 0.012 0.378 -0.034 -0.007 0.049 -0.112 0.010 -0.101 -0.000 -0.023 | -| DDstar_p | -0.062 -0.043 0.290 0.110 0.449 -0.003 -0.101 -0.240 1.000 -0.259 0.131 0.072 -0.012 -0.007 -0.000 0.147 0.017 0.008 0.056 -0.026 0.026 0.028 0.025 0.049 | -| Dbar_p | -0.044 0.070 0.314 0.103 0.276 -0.002 -0.205 0.481 -0.259 1.000 0.073 0.034 -0.010 -0.006 -0.000 0.383 0.013 0.007 0.039 -0.013 0.017 0.078 -0.016 0.404 | -| bplus_1 | 0.191 0.010 0.122 0.102 0.160 0.009 -0.061 0.056 0.131 0.073 1.000 0.022 0.273 -0.003 0.025 0.079 -0.082 0.002 -0.946 0.261 -0.152 -0.039 0.016 0.036 | -| p4415_s | 0.063 0.015 0.163 -0.106 -0.058 0.001 0.016 0.276 0.072 0.034 0.022 1.000 -0.149 -0.005 0.013 0.065 -0.024 0.004 -0.037 -0.047 -0.004 -0.049 0.016 0.010 | -| bplus_2 | -0.103 -0.029 -0.089 -0.164 0.275 0.002 -0.152 -0.632 -0.012 -0.010 0.273 -0.149 1.000 0.003 -0.029 -0.104 0.034 0.001 -0.416 0.341 -0.083 0.037 -0.027 0.078 | -| p4160_p | -0.001 -0.001 -0.006 0.004 -0.004 0.000 0.011 -0.004 -0.007 -0.006 -0.003 -0.005 0.003 1.000 -0.000 -0.002 0.000 -0.002 0.001 0.001 -0.000 -0.002 -0.000 -0.004 | -| phi_p | 0.120 -0.004 0.011 0.006 -0.003 -0.004 0.006 0.012 -0.000 -0.000 0.025 0.013 -0.029 -0.000 1.000 0.003 0.598 -0.000 -0.031 -0.069 -0.015 -0.013 -0.002 0.002 | -| psi2s_p | -0.004 0.008 0.081 0.007 0.212 -0.001 0.058 0.378 0.147 0.383 0.079 0.065 -0.104 -0.002 0.003 1.000 -0.004 0.002 0.013 -0.030 0.009 0.085 -0.008 -0.212 | -| phi_s | 0.057 0.005 -0.013 -0.006 -0.006 -0.008 -0.018 -0.034 0.017 0.013 -0.082 -0.024 0.034 0.000 0.598 -0.004 1.000 0.000 0.087 -0.090 0.041 0.014 0.003 0.001 | -| p4160_s | -0.002 -0.001 -0.003 0.007 0.010 -0.000 -0.009 -0.007 0.008 0.007 0.002 0.004 0.001 -0.002 -0.000 0.002 0.000 1.000 0.001 -0.000 0.001 0.006 -0.001 0.005 | -| bplus_0 | -0.232 0.022 -0.021 0.008 -0.077 -0.011 -0.010 0.049 0.056 0.039 -0.946 -0.037 -0.416 0.001 -0.031 0.013 0.087 0.001 1.000 -0.279 0.165 0.075 0.015 0.016 | -| rho_s | -0.056 0.001 -0.053 -0.045 0.020 -0.036 -0.025 -0.112 -0.026 -0.013 0.261 -0.047 0.341 0.001 -0.069 -0.030 -0.090 -0.000 -0.279 1.000 -0.449 0.012 -0.004 -0.022 | -| omega_s | -0.150 0.005 0.009 0.011 -0.004 -0.265 -0.008 0.010 0.026 0.017 -0.152 -0.004 -0.083 -0.000 -0.015 0.009 0.041 0.001 0.165 -0.449 1.000 0.011 0.004 0.011 | -| p3770_p | -0.057 -0.089 0.098 0.105 0.069 -0.001 -0.214 -0.101 0.028 0.078 -0.039 -0.049 0.037 -0.002 -0.013 0.085 0.014 0.006 0.075 0.012 0.011 1.000 -0.039 -0.110 | -| DDstar_s | -0.010 -0.006 0.000 0.005 -0.023 -0.000 0.014 -0.000 0.025 -0.016 0.016 0.016 -0.027 -0.000 -0.002 -0.008 0.003 -0.001 0.015 -0.004 0.004 -0.039 1.000 -0.026 | -| p3770_s | -0.018 -0.000 0.251 0.073 0.273 -0.001 -0.099 -0.023 0.049 0.404 0.036 0.010 0.078 -0.004 0.002 -0.212 0.001 0.005 0.016 -0.022 0.011 -0.110 -0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4249123550774305}), (, {'error': 0.03988271201068816}), (, {'error': 0.16603520051057696}), (, {'error': 0.6116143182560974}), (, {'error': 0.030410396440320397}), (, {'error': 0.25750654115907157}), (, {'error': 0.179787148892537}), (, {'error': 0.22275808212999892}), (, {'error': 0.4615254988469979}), (, {'error': 0.5241240454560558}), (, {'error': 0.06238446880321713}), (, {'error': 0.19890953447930035}), (, {'error': 0.09959183075356304}), (, {'error': 0.01187960436077784}), (, {'error': 0.206966336856369}), (, {'error': 0.03470789665454266}), (, {'error': 1.0675439085388323}), (, {'error': 0.012006985671890624}), (, {'error': 0.03595103881913453}), (, {'error': 0.32036623952337956}), (, {'error': 0.9998550696559709}), (, {'error': 0.10030790559439806}), (, {'error': 0.027030856182716584}), (, {'error': 0.25054027037228055})]) -Toy 4/25 -Time taken: 34 min, 46 s -Projected time left: 3 h, 2 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1309 (1309 total) | -| EDM = 4.26E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297104.619759386 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.19 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.07 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -1.86 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.589 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.16 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.41 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 11| p4415_s | 1.57 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.19 | 0.09 | | | -2 | 2 | | -| 13| p4160_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.922 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 15.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.461 | 0.020 | | | -2 | 2 | | -| 19| rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 8.1 | 1.8 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.43 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.36 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.000 -0.001 0.046 -0.107 -0.036 0.050 0.096 -0.036 0.001 0.073 0.017 0.232 -0.005 -0.041 -0.003 0.109 0.057 -0.095 0.364 0.076 -0.034 -0.000 0.012 | -| Dbar_s | -0.000 1.000 0.030 0.034 0.005 -0.001 0.023 0.072 0.032 0.011 -0.037 -0.003 0.017 0.027 -0.000 0.032 0.001 0.016 -0.004 -0.006 0.000 -0.034 -0.001 0.035 | -| p4040_p | -0.001 0.030 1.000 0.186 -0.083 -0.007 -0.221 -0.364 0.067 0.020 -0.020 -0.010 -0.059 0.307 0.002 -0.212 -0.005 0.252 0.012 -0.006 -0.007 0.219 0.026 -0.039 | -| p4415_p | 0.046 0.034 0.186 1.000 0.002 -0.017 -0.227 -0.101 -0.110 0.015 -0.148 -0.147 0.216 0.313 0.003 -0.098 -0.022 -0.225 0.012 0.008 -0.017 0.095 0.027 -0.008 | -| jpsi_p | -0.107 0.005 -0.083 0.002 1.000 -0.029 -0.013 0.302 0.046 0.048 -0.023 -0.026 0.149 -0.053 0.012 -0.027 0.013 -0.020 -0.077 -0.073 -0.027 -0.048 0.055 -0.063 | -| omega_p | -0.036 -0.001 -0.007 -0.017 -0.029 1.000 -0.009 -0.014 0.022 0.001 -0.052 0.002 -0.047 -0.009 0.000 -0.008 0.075 -0.008 0.078 0.446 0.892 0.003 0.001 -0.006 | -| p4040_s | 0.050 0.023 -0.221 -0.227 -0.013 -0.009 1.000 0.322 -0.178 -0.001 -0.006 0.173 0.135 -0.534 0.002 -0.046 -0.024 0.159 0.027 0.031 -0.013 -0.139 0.001 0.082 | -| Ctt | 0.096 0.072 -0.364 -0.101 0.302 -0.014 0.322 1.000 -0.145 0.001 -0.134 0.232 0.697 -0.395 0.005 0.196 -0.040 0.267 -0.001 0.052 -0.020 -0.183 -0.005 -0.203 | -| DDstar_p | -0.036 0.032 0.067 -0.110 0.046 0.022 -0.178 -0.145 1.000 0.005 0.445 -0.040 -0.299 0.087 -0.001 -0.088 0.010 -0.103 0.024 0.049 0.010 0.264 0.036 0.113 | -| Dbar_p | 0.001 0.011 0.020 0.015 0.048 0.001 -0.001 0.001 0.005 1.000 0.003 0.001 0.002 0.026 -0.000 0.024 -0.001 0.001 0.002 0.002 0.000 0.034 -0.001 0.024 | -| bplus_1 | 0.073 -0.037 -0.020 -0.148 -0.023 -0.052 -0.006 -0.134 0.445 0.003 1.000 0.094 -0.332 -0.053 -0.003 0.001 0.022 0.003 -0.820 -0.097 -0.022 0.063 0.011 0.059 | -| p4415_s | 0.017 -0.003 -0.010 -0.147 -0.026 0.002 0.173 0.232 -0.040 0.001 0.094 1.000 -0.019 -0.029 0.001 0.007 -0.010 0.297 0.026 0.026 -0.003 -0.081 -0.000 0.009 | -| bplus_2 | 0.232 0.017 -0.059 0.216 0.149 -0.047 0.135 0.697 -0.299 0.002 -0.332 -0.019 1.000 -0.028 0.008 0.015 -0.091 0.155 0.007 0.099 -0.055 -0.100 -0.003 -0.092 | -| p4160_p | -0.005 0.027 0.307 0.313 -0.053 -0.009 -0.534 -0.395 0.087 0.026 -0.053 -0.029 -0.028 1.000 0.002 -0.149 -0.003 -0.180 0.007 -0.012 -0.008 0.213 0.040 0.001 | -| phi_p | -0.041 -0.000 0.002 0.003 0.012 0.000 0.002 0.005 -0.001 -0.000 -0.003 0.001 0.008 0.002 1.000 0.002 -0.525 0.003 0.001 -0.009 0.007 0.001 -0.000 0.003 | -| psi2s_p | -0.003 0.032 -0.212 -0.098 -0.027 -0.008 -0.046 0.196 -0.088 0.024 0.001 0.007 0.015 -0.149 0.002 1.000 -0.004 -0.067 -0.009 -0.005 -0.009 0.030 0.021 -0.475 | -| phi_s | 0.109 0.001 -0.005 -0.022 0.013 0.075 -0.024 -0.040 0.010 -0.001 0.022 -0.010 -0.091 -0.003 -0.525 -0.004 1.000 -0.028 -0.021 0.069 0.087 0.007 -0.000 -0.015 | -| p4160_s | 0.057 0.016 0.252 -0.225 -0.020 -0.008 0.159 0.267 -0.103 0.001 0.003 0.297 0.155 -0.180 0.003 -0.067 -0.028 1.000 0.041 0.040 -0.014 -0.062 0.003 0.014 | -| bplus_0 | -0.095 -0.004 0.012 0.012 -0.077 0.078 0.027 -0.001 0.024 0.002 -0.820 0.026 0.007 0.007 0.001 -0.009 -0.021 0.041 1.000 0.168 0.032 0.019 0.002 0.046 | -| rho_s | 0.364 -0.006 -0.006 0.008 -0.073 0.446 0.031 0.052 0.049 0.002 -0.097 0.026 0.099 -0.012 -0.009 -0.005 0.069 0.040 0.168 1.000 0.276 -0.006 0.002 0.017 | -| omega_s | 0.076 0.000 -0.007 -0.017 -0.027 0.892 -0.013 -0.020 0.010 0.000 -0.022 -0.003 -0.055 -0.008 0.007 -0.009 0.087 -0.014 0.032 0.276 1.000 0.002 0.001 -0.010 | -| p3770_p | -0.034 -0.034 0.219 0.095 -0.048 0.003 -0.139 -0.183 0.264 0.034 0.063 -0.081 -0.100 0.213 0.001 0.030 0.007 -0.062 0.019 -0.006 0.002 1.000 0.028 -0.206 | -| DDstar_s | -0.000 -0.001 0.026 0.027 0.055 0.001 0.001 -0.005 0.036 -0.001 0.011 -0.000 -0.003 0.040 -0.000 0.021 -0.000 0.003 0.002 0.002 0.001 0.028 1.000 0.024 | -| p3770_s | 0.012 0.035 -0.039 -0.008 -0.063 -0.006 0.082 -0.203 0.113 0.024 0.059 0.009 -0.092 0.001 0.003 -0.475 -0.015 0.014 0.046 0.017 -0.010 -0.206 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23464725494458705}), (, {'error': 0.048590629845685185}), (, {'error': 0.16625999608523445}), (, {'error': 0.1404584995351641}), (, {'error': 0.02479846124790752}), (, {'error': 0.5550784614862985}), (, {'error': 0.16736202138419154}), (, {'error': 0.20519539236877998}), (, {'error': 0.32517517705833}), (, {'error': 0.05387120114803956}), (, {'error': 0.040103767232752885}), (, {'error': 0.18887652715405967}), (, {'error': 0.087250715836517}), (, {'error': 0.09706687798011915}), (, {'error': 0.3612439893790258}), (, {'error': 0.03145399264503368}), (, {'error': 0.9050762367074157}), (, {'error': 0.1681960128407316}), (, {'error': 0.019645827418172113}), (, {'error': 0.39068861805631483}), (, {'error': 1.8338019121889677}), (, {'error': 0.09267561956880055}), (, {'error': 0.020420928251649983}), (, {'error': 0.22659174650474956})]) -Toy 5/25 -Time taken: 43 min, 2 s -Projected time left: 2 h, 52 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=2034 (2034 total) | -| EDM = 7.49E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297309.1660462827 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.22 | 0.44 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.40 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.17 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.73 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.63 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.5 | 0.3 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 0.7 | 1.2 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 1.2 | 1.7 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.730 | 0.023 | | | -2 | 2 | | -| 11| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.42 | 0.06 | | | -2 | 2 | | -| 13| p4160_p | -2.04 | 0.13 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.24 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.422 | 0.012 | | | -2 | 2 | | -| 19| rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 8.4 | 1.4 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.52 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.73 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.015 0.011 0.012 -0.000 -0.069 0.004 0.008 0.004 0.012 0.001 -0.008 0.011 0.008 -0.006 0.005 -0.002 0.003 -0.046 -0.128 0.002 -0.012 0.003 0.006 | -| Dbar_s | -0.015 1.000 -0.094 0.166 0.750 0.076 -0.139 -0.761 0.709 -0.836 0.325 0.134 -0.016 0.439 0.025 0.269 -0.040 -0.159 0.278 0.156 -0.005 0.817 0.589 -0.097 | -| p4040_p | 0.011 -0.094 1.000 0.234 0.051 -0.029 -0.181 -0.013 0.005 0.173 -0.191 -0.025 -0.000 0.247 -0.005 -0.056 -0.003 0.344 -0.097 -0.068 -0.005 0.014 -0.106 0.078 | -| p4415_p | 0.012 0.166 0.234 1.000 0.350 -0.011 -0.103 -0.215 0.411 -0.200 -0.226 -0.090 0.193 0.492 0.001 0.163 -0.030 -0.072 -0.066 -0.039 -0.013 0.206 0.183 0.063 | -| jpsi_p | -0.000 0.750 0.051 0.350 1.000 0.026 -0.042 -0.758 0.841 -0.723 0.065 0.074 -0.080 0.578 0.012 0.380 -0.048 -0.096 0.140 0.052 -0.019 0.642 0.501 0.029 | -| omega_p | -0.069 0.076 -0.029 -0.011 0.026 1.000 -0.003 -0.043 0.027 -0.066 0.012 0.028 0.023 -0.001 0.036 0.000 0.051 -0.001 0.120 0.454 0.760 0.058 0.017 -0.018 | -| p4040_s | 0.004 -0.139 -0.181 -0.103 -0.042 -0.003 1.000 0.229 0.054 0.049 -0.076 0.164 0.109 -0.368 -0.002 0.040 -0.013 0.068 -0.023 -0.008 -0.005 -0.161 0.049 0.118 | -| Ctt | 0.008 -0.761 -0.013 -0.215 -0.758 -0.043 0.229 1.000 -0.761 0.846 -0.232 -0.014 0.298 -0.525 -0.023 -0.102 0.019 0.227 -0.202 -0.083 0.003 -0.682 -0.532 0.105 | -| DDstar_p | 0.004 0.709 0.005 0.411 0.841 0.027 0.054 -0.761 1.000 -0.869 -0.033 0.134 0.077 0.558 0.017 0.362 -0.040 -0.021 0.080 0.031 -0.010 0.624 0.622 -0.090 | -| Dbar_p | 0.012 -0.836 0.173 -0.200 -0.723 -0.066 0.049 0.846 -0.869 1.000 -0.240 -0.166 -0.062 -0.386 -0.021 -0.190 0.044 0.113 -0.235 -0.134 0.008 -0.719 -0.631 0.244 | -| bplus_1 | 0.001 0.325 -0.191 -0.226 0.065 0.012 -0.076 -0.232 -0.033 -0.240 1.000 0.167 -0.197 -0.119 0.002 -0.067 -0.014 -0.080 -0.380 0.031 -0.008 0.244 -0.046 -0.096 | -| p4415_s | -0.008 0.134 -0.025 -0.090 0.074 0.028 0.164 -0.014 0.134 -0.166 0.167 1.000 -0.054 -0.007 0.006 0.053 -0.009 0.285 0.118 0.063 -0.000 0.073 0.128 -0.030 | -| bplus_2 | 0.011 -0.016 -0.000 0.193 -0.080 0.023 0.109 0.298 0.077 -0.062 -0.197 -0.054 1.000 0.016 -0.010 0.022 -0.092 0.154 -0.140 0.054 -0.037 -0.004 0.105 -0.073 | -| p4160_p | 0.008 0.439 0.247 0.492 0.578 -0.001 -0.368 -0.525 0.558 -0.386 -0.119 -0.007 0.016 1.000 0.007 0.210 -0.024 -0.105 -0.002 -0.020 -0.009 0.459 0.234 0.044 | -| phi_p | -0.006 0.025 -0.005 0.001 0.012 0.036 -0.002 -0.023 0.017 -0.021 0.002 0.006 -0.010 0.007 1.000 0.004 0.743 -0.004 0.034 0.107 -0.041 0.017 0.009 -0.004 | -| psi2s_p | 0.005 0.269 -0.056 0.163 0.380 0.000 0.040 -0.102 0.362 -0.190 -0.067 0.053 0.022 0.210 0.004 1.000 -0.017 -0.035 -0.000 -0.009 -0.007 0.229 0.178 -0.223 | -| phi_s | -0.002 -0.040 -0.003 -0.030 -0.048 0.051 -0.013 0.019 -0.040 0.044 -0.014 -0.009 -0.092 -0.024 0.743 -0.017 1.000 -0.018 -0.001 0.083 0.007 -0.035 -0.032 -0.005 | -| p4160_s | 0.003 -0.159 0.344 -0.072 -0.096 -0.001 0.068 0.227 -0.021 0.113 -0.080 0.285 0.154 -0.105 -0.004 -0.035 -0.018 1.000 -0.012 -0.001 -0.008 -0.130 -0.028 0.052 | -| bplus_0 | -0.046 0.278 -0.097 -0.066 0.140 0.120 -0.023 -0.202 0.080 -0.235 -0.380 0.118 -0.140 -0.002 0.034 -0.000 -0.001 -0.012 1.000 0.295 0.010 0.229 0.047 -0.032 | -| rho_s | -0.128 0.156 -0.068 -0.039 0.052 0.454 -0.008 -0.083 0.031 -0.134 0.031 0.063 0.054 -0.020 0.107 -0.009 0.083 -0.001 0.295 1.000 0.045 0.121 0.020 -0.039 | -| omega_s | 0.002 -0.005 -0.005 -0.013 -0.019 0.760 -0.005 0.003 -0.010 0.008 -0.008 -0.000 -0.037 -0.009 -0.041 -0.007 0.007 -0.008 0.010 0.045 1.000 -0.006 -0.009 -0.005 | -| p3770_p | -0.012 0.817 0.014 0.206 0.642 0.058 -0.161 -0.682 0.624 -0.719 0.244 0.073 -0.004 0.459 0.017 0.229 -0.035 -0.130 0.229 0.121 -0.006 1.000 0.409 -0.225 | -| DDstar_s | 0.003 0.589 -0.106 0.183 0.501 0.017 0.049 -0.532 0.622 -0.631 -0.046 0.128 0.105 0.234 0.009 0.178 -0.032 -0.028 0.047 0.020 -0.009 0.409 1.000 -0.159 | -| p3770_s | 0.006 -0.097 0.078 0.063 0.029 -0.018 0.118 0.105 -0.090 0.244 -0.096 -0.030 -0.073 0.044 -0.004 -0.223 -0.005 0.052 -0.032 -0.039 -0.005 -0.225 -0.159 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12265497062651942}), (, {'error': 0.4425143322085874}), (, {'error': 0.30421980859928643}), (, {'error': 0.19202950706396038}), (, {'error': 0.05290106002989958}), (, {'error': 0.3549070063386499}), (, {'error': 0.17949212555823577}), (, {'error': 0.3270278790331611}), (, {'error': 1.1879113232629503}), (, {'error': 1.6860168075519413}), (, {'error': 0.022935578015437663}), (, {'error': 0.1921040348461418}), (, {'error': 0.06460929312446317}), (, {'error': 0.12611342192511943}), (, {'error': 0.26668679486908786}), (, {'error': 0.034869192777978064}), (, {'error': 1.1711633711764442}), (, {'error': 0.16850592069431314}), (, {'error': 0.01151160943927354}), (, {'error': 0.414997395001778}), (, {'error': 1.4104827856977993}), (, {'error': 0.18437096937625252}), (, {'error': 0.5015805860603147}), (, {'error': 0.24153552634605857})]) -Toy 6/25 -Time taken: 54 min, 8 s -Projected time left: 2 h, 51 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=449 (449 total) | -| EDM = 2.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297528.880787006 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -5 | 7 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.08 | 0.41 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.76 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.45 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.607 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.15 | 0.13 | | |0.00501244| 2.01499 | | -| 7 | Ctt | 0.11 | 0.23 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.3 | 4.7 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.787 | 0.017 | | | -2 | 2 | | -| 11| p4415_s | 1.15 | 0.16 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.06 | 0.07 | | | -2 | 2 | | -| 13| p4160_p | -2.26 | 0.11 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.4 | 0.7 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.24 | 0.13 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.406 | 0.008 | | | -2 | 2 | | -| 19| rho_s | 0.026 | 0.062 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.1 | 0.6 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.84 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.299 | 0.014 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.6 | 0.3 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.145 0.118 0.074 0.104 -0.004 -0.008 0.128 0.123 0.146 0.134 -0.043 0.171 0.109 0.004 0.101 0.019 0.012 0.159 -0.696 0.078 -0.009 0.000 0.117 | -| Dbar_s | -0.145 1.000 -0.832 -0.563 -0.783 0.001 -0.021 -0.900 -0.902 -0.986 -0.816 0.260 -0.803 -0.748 -0.001 -0.711 -0.126 -0.186 -0.802 0.087 -0.034 0.076 -0.001 -0.837 | -| p4040_p | 0.118 -0.832 1.000 0.503 0.652 -0.001 -0.025 0.712 0.724 0.823 0.693 -0.183 0.646 0.617 0.001 0.540 0.098 0.309 0.680 -0.070 0.025 -0.014 0.001 0.677 | -| p4415_p | 0.074 -0.563 0.503 1.000 0.448 -0.001 -0.078 0.497 0.462 0.560 0.480 -0.235 0.395 0.524 0.001 0.377 0.060 0.014 0.468 -0.042 0.013 -0.012 0.000 0.474 | -| jpsi_p | 0.104 -0.783 0.652 0.448 1.000 -0.001 0.037 0.646 0.631 0.761 0.631 -0.207 0.636 0.601 0.001 0.590 0.080 0.140 0.611 -0.061 0.018 -0.064 0.001 0.671 | -| omega_p | -0.004 0.001 -0.001 -0.001 -0.001 1.000 -0.000 -0.001 -0.000 -0.001 0.000 0.000 0.002 -0.001 0.000 -0.001 -0.001 -0.001 -0.000 0.003 -0.040 0.000 -0.000 -0.001 | -| p4040_s | -0.008 -0.021 -0.025 -0.078 0.037 -0.000 1.000 0.109 -0.034 0.028 -0.019 0.072 0.023 -0.193 -0.000 0.019 -0.010 -0.056 -0.024 0.006 -0.004 -0.023 -0.000 0.079 | -| Ctt | 0.128 -0.900 0.712 0.497 0.646 -0.001 0.109 1.000 0.821 0.901 0.743 -0.164 0.617 0.606 0.001 0.699 0.109 0.236 0.732 -0.077 0.028 -0.114 0.001 0.738 | -| DDstar_p | 0.123 -0.902 0.724 0.462 0.631 -0.000 -0.034 0.821 1.000 0.902 0.679 -0.259 0.718 0.641 0.001 0.597 0.108 0.130 0.666 -0.074 0.030 -0.072 0.001 0.736 | -| Dbar_p | 0.146 -0.986 0.823 0.560 0.761 -0.001 0.028 0.901 0.902 1.000 0.827 -0.256 0.804 0.731 0.001 0.698 0.127 0.193 0.814 -0.088 0.034 -0.115 0.001 0.826 | -| bplus_1 | 0.134 -0.816 0.693 0.480 0.631 0.000 -0.019 0.743 0.679 0.827 1.000 -0.281 0.597 0.643 0.002 0.574 0.112 0.112 0.524 -0.084 0.033 -0.081 0.000 0.676 | -| p4415_s | -0.043 0.260 -0.183 -0.235 -0.207 0.000 0.072 -0.164 -0.259 -0.256 -0.281 1.000 -0.151 -0.165 -0.000 -0.170 -0.036 0.146 -0.277 0.025 -0.008 -0.005 -0.000 -0.203 | -| bplus_2 | 0.171 -0.803 0.646 0.395 0.636 0.002 0.023 0.617 0.718 0.804 0.597 -0.151 1.000 0.561 0.003 0.572 0.158 0.125 0.597 -0.115 0.055 -0.100 0.001 0.659 | -| p4160_p | 0.109 -0.748 0.617 0.524 0.601 -0.001 -0.193 0.606 0.641 0.731 0.643 -0.165 0.561 1.000 0.001 0.503 0.091 0.084 0.634 -0.065 0.023 0.002 0.001 0.611 | -| phi_p | 0.004 -0.001 0.001 0.001 0.001 0.000 -0.000 0.001 0.001 0.001 0.002 -0.000 0.003 0.001 1.000 0.001 -0.059 -0.000 0.002 -0.003 0.002 0.000 0.000 0.001 | -| psi2s_p | 0.101 -0.711 0.540 0.377 0.590 -0.001 0.019 0.699 0.597 0.698 0.574 -0.170 0.572 0.503 0.001 1.000 0.085 0.104 0.564 -0.060 0.022 -0.053 0.001 0.486 | -| phi_s | 0.019 -0.126 0.098 0.060 0.080 -0.001 -0.010 0.109 0.108 0.127 0.112 -0.036 0.158 0.091 -0.059 0.085 1.000 0.005 0.127 -0.008 0.015 -0.011 0.000 0.097 | -| p4160_s | 0.012 -0.186 0.309 0.014 0.140 -0.001 -0.056 0.236 0.130 0.193 0.112 0.146 0.125 0.084 -0.000 0.104 0.005 1.000 0.105 -0.005 -0.001 -0.013 0.000 0.176 | -| bplus_0 | 0.159 -0.802 0.680 0.468 0.611 -0.000 -0.024 0.732 0.666 0.814 0.524 -0.277 0.597 0.634 0.002 0.564 0.127 0.105 1.000 -0.098 0.031 -0.070 0.000 0.665 | -| rho_s | -0.696 0.087 -0.070 -0.042 -0.061 0.003 0.006 -0.077 -0.074 -0.088 -0.084 0.025 -0.115 -0.065 -0.003 -0.060 -0.008 -0.005 -0.098 1.000 -0.030 0.005 -0.000 -0.069 | -| omega_s | 0.078 -0.034 0.025 0.013 0.018 -0.040 -0.004 0.028 0.030 0.034 0.033 -0.008 0.055 0.023 0.002 0.022 0.015 -0.001 0.031 -0.030 1.000 -0.003 0.000 0.024 | -| p3770_p | -0.009 0.076 -0.014 -0.012 -0.064 0.000 -0.023 -0.114 -0.072 -0.115 -0.081 -0.005 -0.100 0.002 0.000 -0.053 -0.011 -0.013 -0.070 0.005 -0.003 1.000 0.000 -0.168 | -| DDstar_s | 0.000 -0.001 0.001 0.000 0.001 -0.000 -0.000 0.001 0.001 0.001 0.000 -0.000 0.001 0.001 0.000 0.001 0.000 0.000 0.000 -0.000 0.000 0.000 1.000 0.001 | -| p3770_s | 0.117 -0.837 0.677 0.474 0.671 -0.001 0.079 0.738 0.736 0.826 0.676 -0.203 0.659 0.611 0.001 0.486 0.097 0.176 0.665 -0.069 0.024 -0.168 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 6.891860390209946}), (, {'error': 0.41145140958117066}), (, {'error': 0.23077077770506516}), (, {'error': 0.1842340127202713}), (, {'error': 0.03103633220690538}), (, {'error': 0.1552240659705708}), (, {'error': 0.12674357460875474}), (, {'error': 0.22753154822033372}), (, {'error': 0.44150107334533684}), (, {'error': 4.696215524987096}), (, {'error': 0.016747693304254296}), (, {'error': 0.15516420993196056}), (, {'error': 0.0696038487831927}), (, {'error': 0.11165853908299006}), (, {'error': 0.24500388064838852}), (, {'error': 0.03658736389348505}), (, {'error': 0.6968723791687186}), (, {'error': 0.13303496658310654}), (, {'error': 0.008440502273525441}), (, {'error': 0.06152836861292905}), (, {'error': 0.6410040514678506}), (, {'error': 0.09406638165806847}), (, {'error': 0.014025909654089064}), (, {'error': 0.3323733438651195})]) -Toy 7/25 -Time taken: 59 min, 35 s -Projected time left: 2 h, 33 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1434 (1434 total) | -| EDM = 0.000313 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297143.76778910455 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.92 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.08 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.662 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.21 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -1.12 | 0.06 | | | -2 | 2 | | -| 11| p4415_s | 0.99 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.09 | 0.11 | | | -2 | 2 | | -| 13| p4160_p | -1.99 | 0.09 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.55 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.577 | 0.027 | | | -2 | 2 | | -| 19| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 4.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.63 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.92 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 0.005 0.045 -0.085 -0.000 0.047 0.098 -0.016 0.018 0.021 0.017 0.239 -0.013 -0.044 0.001 0.069 0.064 -0.018 0.106 0.304 -0.015 -0.001 0.017 | -| Dbar_s | 0.001 1.000 0.023 0.013 0.054 -0.000 -0.003 -0.001 0.002 0.027 0.002 -0.001 0.001 0.035 -0.000 0.028 -0.000 0.002 0.002 0.001 -0.000 0.037 -0.002 0.029 | -| p4040_p | 0.005 0.023 1.000 0.148 -0.098 0.000 -0.250 -0.268 0.089 -0.087 -0.017 0.007 -0.033 0.237 0.001 -0.224 -0.006 0.316 0.008 -0.002 0.000 0.157 0.034 -0.052 | -| p4415_p | 0.045 0.013 0.148 1.000 -0.027 -0.001 -0.227 -0.034 -0.067 -0.112 -0.125 -0.150 0.216 0.297 0.001 -0.097 -0.020 -0.173 -0.000 -0.012 0.008 0.042 0.030 -0.020 | -| jpsi_p | -0.085 0.054 -0.098 -0.027 1.000 0.005 -0.018 0.224 0.097 0.187 0.028 -0.022 0.120 -0.046 0.017 -0.027 0.013 -0.037 -0.032 0.017 -0.027 0.040 0.072 -0.051 | -| omega_p | -0.000 -0.000 0.000 -0.001 0.005 1.000 -0.001 -0.002 0.003 0.001 -0.007 0.000 -0.005 0.001 0.002 0.001 -0.009 -0.001 0.010 0.059 -0.173 0.002 0.000 0.001 | -| p4040_s | 0.047 -0.003 -0.250 -0.227 -0.018 -0.001 1.000 0.351 -0.154 -0.090 -0.014 0.169 0.110 -0.557 -0.000 0.006 -0.019 0.017 0.018 0.005 0.003 -0.164 0.001 0.097 | -| Ctt | 0.098 -0.001 -0.268 -0.034 0.224 -0.002 0.351 1.000 -0.089 -0.347 -0.180 0.207 0.670 -0.403 0.001 0.226 -0.037 0.242 -0.002 -0.008 0.011 -0.236 -0.008 -0.152 | -| DDstar_p | -0.016 0.002 0.089 -0.067 0.097 0.003 -0.154 -0.089 1.000 -0.123 0.357 -0.056 -0.306 0.200 -0.001 -0.038 0.011 -0.068 0.060 0.072 -0.027 0.251 0.046 0.152 | -| Dbar_p | 0.018 0.027 -0.087 -0.112 0.187 0.001 -0.090 -0.347 -0.123 1.000 0.168 0.017 -0.092 0.007 -0.001 -0.054 -0.006 -0.085 0.048 0.041 -0.013 0.307 0.005 -0.063 | -| bplus_1 | 0.021 0.002 -0.017 -0.125 0.028 -0.007 -0.014 -0.180 0.357 0.168 1.000 0.083 -0.356 -0.000 0.000 0.004 0.019 -0.015 -0.824 -0.123 0.057 0.114 0.007 0.056 | -| p4415_s | 0.017 -0.001 0.007 -0.150 -0.022 0.000 0.169 0.207 -0.056 0.017 0.083 1.000 -0.054 -0.087 -0.001 0.020 -0.007 0.321 0.027 0.017 -0.004 -0.071 -0.002 0.009 | -| bplus_2 | 0.239 0.001 -0.033 0.216 0.120 -0.005 0.110 0.670 -0.306 -0.092 -0.356 -0.054 1.000 -0.067 -0.002 0.023 -0.091 0.146 0.030 -0.007 0.029 -0.109 -0.002 -0.098 | -| p4160_p | -0.013 0.035 0.237 0.297 -0.046 0.001 -0.557 -0.403 0.200 0.007 -0.000 -0.087 -0.067 1.000 0.002 -0.158 0.000 -0.138 0.010 0.003 -0.004 0.223 0.063 -0.005 | -| phi_p | -0.044 -0.000 0.001 0.001 0.017 0.002 -0.000 0.001 -0.001 -0.001 0.000 -0.001 -0.002 0.002 1.000 0.002 -0.541 -0.000 -0.004 -0.018 0.015 0.002 -0.000 0.001 | -| psi2s_p | 0.001 0.028 -0.224 -0.097 -0.027 0.001 0.006 0.226 -0.038 -0.054 0.004 0.020 0.023 -0.158 0.002 1.000 -0.004 -0.076 -0.004 0.004 -0.003 -0.003 0.030 -0.437 | -| phi_s | 0.069 -0.000 -0.006 -0.020 0.013 -0.009 -0.019 -0.037 0.011 -0.006 0.019 -0.007 -0.091 0.000 -0.541 -0.004 1.000 -0.027 -0.017 -0.015 0.039 0.003 0.000 -0.012 | -| p4160_s | 0.064 0.002 0.316 -0.173 -0.037 -0.001 0.017 0.242 -0.068 -0.085 -0.015 0.321 0.146 -0.138 -0.000 -0.076 -0.027 1.000 0.038 0.011 0.002 -0.052 0.008 0.010 | -| bplus_0 | -0.018 0.002 0.008 -0.000 -0.032 0.010 0.018 -0.002 0.060 0.048 -0.824 0.027 0.030 0.010 -0.004 -0.004 -0.017 0.038 1.000 0.209 -0.087 0.046 0.002 0.043 | -| rho_s | 0.106 0.001 -0.002 -0.012 0.017 0.059 0.005 -0.008 0.072 0.041 -0.123 0.017 -0.007 0.003 -0.018 0.004 -0.015 0.011 0.209 1.000 -0.465 0.030 0.002 0.016 | -| omega_s | 0.304 -0.000 0.000 0.008 -0.027 -0.173 0.003 0.011 -0.027 -0.013 0.057 -0.004 0.029 -0.004 0.015 -0.003 0.039 0.002 -0.087 -0.465 1.000 -0.014 -0.001 -0.006 | -| p3770_p | -0.015 0.037 0.157 0.042 0.040 0.002 -0.164 -0.236 0.251 0.307 0.114 -0.071 -0.109 0.223 0.002 -0.003 0.003 -0.052 0.046 0.030 -0.014 1.000 0.033 -0.223 | -| DDstar_s | -0.001 -0.002 0.034 0.030 0.072 0.000 0.001 -0.008 0.046 0.005 0.007 -0.002 -0.002 0.063 -0.000 0.030 0.000 0.008 0.002 0.002 -0.001 0.033 1.000 0.034 | -| p3770_s | 0.017 0.029 -0.052 -0.020 -0.051 0.001 0.097 -0.152 0.152 -0.063 0.056 0.009 -0.098 -0.005 0.001 -0.437 -0.012 0.010 0.043 0.016 -0.006 -0.223 0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.34471735420390015}), (, {'error': 0.019951921136705075}), (, {'error': 0.21188630815498755}), (, {'error': 0.21356697042565997}), (, {'error': 0.025220651212964462}), (, {'error': 0.1667151420709061}), (, {'error': 0.1737785033125912}), (, {'error': 0.21056085246287415}), (, {'error': 0.3557555795747511}), (, {'error': 0.33253424600449755}), (, {'error': 0.05671473472035515}), (, {'error': 0.19198852620077922}), (, {'error': 0.10898972672680785}), (, {'error': 0.09184241794168901}), (, {'error': 0.3767387075177737}), (, {'error': 0.031639873738635416}), (, {'error': 0.9312317945126516}), (, {'error': 0.16394711928533123}), (, {'error': 0.026578594206034367}), (, {'error': 0.3198515361346123}), (, {'error': 0.9835447487225792}), (, {'error': 0.10913781295585778}), (, {'error': 0.026242002758099542}), (, {'error': 0.22858481390779772})]) -Toy 8/25 -Time taken: 1 h, 8 min -Projected time left: 2 h, 25 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1554 (1554 total) | -| EDM = 0.0007 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297185.007805193 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.01 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.13 | 0.16 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.32 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.23 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.18 | 0.22 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -3.1 | 1.4 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.862 | 0.014 | | | -2 | 2 | | -| 11| p4415_s | 1.12 | 0.17 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.19 | 0.06 | | | -2 | 2 | | -| 13| p4160_p | -2.22 | 0.12 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.50 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.06 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.432 | 0.007 | | | -2 | 2 | | -| 19| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.1 | 1.3 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.02 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.76 | 0.27 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.047 0.041 0.032 0.026 0.163 -0.015 0.055 0.032 0.036 0.071 -0.018 0.192 0.027 -0.179 0.020 -0.081 0.016 -0.075 0.236 0.454 0.025 0.005 0.041 | -| Dbar_s | -0.047 1.000 -0.389 0.172 -0.313 -0.033 0.456 -0.731 -0.835 -0.840 0.177 0.162 0.316 -0.169 0.004 -0.489 -0.005 0.220 0.129 0.052 -0.049 -0.574 0.093 -0.521 | -| p4040_p | 0.041 -0.389 1.000 0.112 0.410 0.021 -0.336 0.213 0.289 0.428 -0.060 -0.035 -0.139 0.313 -0.003 0.248 -0.008 0.148 -0.028 -0.010 0.027 0.453 -0.035 0.286 | -| p4415_p | 0.032 0.172 0.112 1.000 0.133 0.008 -0.001 -0.232 -0.336 -0.227 -0.104 -0.049 0.193 0.346 -0.004 -0.055 -0.011 -0.015 -0.075 0.005 0.010 -0.075 0.027 -0.050 | -| jpsi_p | 0.026 -0.313 0.410 0.133 1.000 0.008 -0.215 0.134 0.231 0.429 0.016 -0.135 -0.248 0.446 -0.013 0.431 -0.024 -0.108 0.035 -0.007 0.010 0.467 -0.019 0.417 | -| omega_p | 0.163 -0.033 0.021 0.008 0.008 1.000 -0.015 0.023 0.021 0.027 0.022 -0.012 0.036 0.017 -0.039 0.016 0.018 -0.003 -0.033 0.005 0.741 0.019 0.001 0.022 | -| p4040_s | -0.015 0.456 -0.336 -0.001 -0.215 -0.015 1.000 -0.248 -0.553 -0.566 0.078 0.179 0.199 -0.398 -0.001 -0.267 -0.008 0.089 0.058 0.031 -0.023 -0.458 0.063 -0.216 | -| Ctt | 0.055 -0.731 0.213 -0.232 0.134 0.023 -0.248 1.000 0.716 0.721 -0.085 -0.006 0.080 -0.032 -0.001 0.494 -0.008 -0.114 -0.058 0.002 0.029 0.513 -0.070 0.373 | -| DDstar_p | 0.032 -0.835 0.289 -0.336 0.231 0.021 -0.553 0.716 1.000 0.953 0.008 -0.199 -0.330 0.073 -0.004 0.435 -0.003 -0.348 0.022 -0.014 0.029 0.694 -0.086 0.474 | -| Dbar_p | 0.036 -0.840 0.428 -0.227 0.429 0.027 -0.566 0.721 0.953 1.000 -0.003 -0.214 -0.357 0.249 0.001 0.552 0.002 -0.331 0.010 -0.019 0.035 0.801 -0.082 0.567 | -| bplus_1 | 0.071 0.177 -0.060 -0.104 0.016 0.022 0.078 -0.085 0.008 -0.003 1.000 0.145 -0.182 -0.116 -0.020 -0.014 -0.018 0.048 -0.549 0.010 0.033 0.013 -0.042 -0.016 | -| p4415_s | -0.018 0.162 -0.035 -0.049 -0.135 -0.012 0.179 -0.006 -0.199 -0.214 0.145 1.000 0.013 -0.053 0.001 -0.115 -0.005 0.303 0.115 0.028 -0.020 -0.189 0.033 -0.102 | -| bplus_2 | 0.192 0.316 -0.139 0.193 -0.248 0.036 0.199 0.080 -0.330 -0.357 -0.182 0.013 1.000 -0.066 -0.045 -0.218 -0.092 0.173 -0.134 0.127 0.038 -0.260 0.042 -0.221 | -| p4160_p | 0.027 -0.169 0.313 0.346 0.446 0.017 -0.398 -0.032 0.073 0.249 -0.116 -0.053 -0.066 1.000 0.002 0.235 0.001 -0.101 -0.080 -0.023 0.023 0.357 -0.028 0.213 | -| phi_p | -0.179 0.004 -0.003 -0.004 -0.013 -0.039 -0.001 -0.001 -0.004 0.001 -0.020 0.001 -0.045 0.002 1.000 0.001 0.750 -0.006 0.002 -0.104 -0.102 0.003 -0.001 -0.003 | -| psi2s_p | 0.020 -0.489 0.248 -0.055 0.431 0.016 -0.267 0.494 0.435 0.552 -0.014 -0.115 -0.218 0.235 0.001 1.000 0.001 -0.193 -0.006 -0.015 0.021 0.479 -0.037 0.226 | -| phi_s | -0.081 -0.005 -0.008 -0.011 -0.024 0.018 -0.008 -0.008 -0.003 0.002 -0.018 -0.005 -0.092 0.001 0.750 0.001 1.000 -0.018 -0.020 -0.091 -0.018 0.000 -0.001 -0.009 | -| p4160_s | 0.016 0.220 0.148 -0.015 -0.108 -0.003 0.089 -0.114 -0.348 -0.331 0.048 0.303 0.173 -0.101 -0.006 -0.193 -0.018 1.000 0.047 0.034 -0.008 -0.247 0.043 -0.136 | -| bplus_0 | -0.075 0.129 -0.028 -0.075 0.035 -0.033 0.058 -0.058 0.022 0.010 -0.549 0.115 -0.134 -0.080 0.002 -0.006 -0.020 0.047 1.000 0.118 -0.064 0.033 -0.033 0.010 | -| rho_s | 0.236 0.052 -0.010 0.005 -0.007 0.005 0.031 0.002 -0.014 -0.019 0.010 0.028 0.127 -0.023 -0.104 -0.015 -0.091 0.034 0.118 1.000 -0.071 -0.012 -0.005 -0.007 | -| omega_s | 0.454 -0.049 0.027 0.010 0.010 0.741 -0.023 0.029 0.029 0.035 0.033 -0.020 0.038 0.023 -0.102 0.021 -0.018 -0.008 -0.064 -0.071 1.000 0.023 0.003 0.028 | -| p3770_p | 0.025 -0.574 0.453 -0.075 0.467 0.019 -0.458 0.513 0.694 0.801 0.013 -0.189 -0.260 0.357 0.003 0.479 0.000 -0.247 0.033 -0.012 0.023 1.000 -0.074 0.349 | -| DDstar_s | 0.005 0.093 -0.035 0.027 -0.019 0.001 0.063 -0.070 -0.086 -0.082 -0.042 0.033 0.042 -0.028 -0.001 -0.037 -0.001 0.043 -0.033 -0.005 0.003 -0.074 1.000 -0.049 | -| p3770_s | 0.041 -0.521 0.286 -0.050 0.417 0.022 -0.216 0.373 0.474 0.567 -0.016 -0.102 -0.221 0.213 -0.003 0.226 -0.009 -0.136 0.010 -0.007 0.028 0.349 -0.049 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2577806851992879}), (, {'error': 0.16441111771666503}), (, {'error': 0.1930315588251128}), (, {'error': 0.19607433000672403}), (, {'error': 0.03300750949450437}), (, {'error': 0.3733941590034675}), (, {'error': 0.183947139184722}), (, {'error': 0.21689388267589482}), (, {'error': 1.4402261760267714}), (, {'error': 7.308058515912608}), (, {'error': 0.01411623007013485}), (, {'error': 0.17349614185030182}), (, {'error': 0.05869724918176533}), (, {'error': 0.11651610272028079}), (, {'error': 0.2698955778226777}), (, {'error': 0.038092589711648195}), (, {'error': 1.1342314190135916}), (, {'error': 0.15532609943424536}), (, {'error': 0.006993151724519642}), (, {'error': 0.34454283474554914}), (, {'error': 1.2964524529439876}), (, {'error': 0.16241720798464154}), (, {'error': 0.04180786576175427}), (, {'error': 0.268633825199859})]) -Toy 9/25 -Time taken: 1 h, 18 min -Projected time left: 2 h, 19 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1355 (1355 total) | -| EDM = 0.000875 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297141.6214907112 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.15 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.78 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.36 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.49 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.92 | 0.12 | | |0.00501244| 2.01499 | | -| 7 | Ctt | 0.26 | 0.09 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -5.23 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -3.5 | 1.2 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.946 | 0.017 | | | -2 | 2 | | -| 11| p4415_s | 1.22 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.11 | 0.04 | | | -2 | 2 | | -| 13| p4160_p | 3.97 | 0.23 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.9 | 0.7 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.36 | 0.11 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.464 | 0.008 | | | -2 | 2 | | -| 19| rho_s | 1.46 | 0.27 | | |0.0253049| 2.0747 | | -| 20| omega_s | 6.9 | 0.9 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.25 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.41 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.101 -0.245 -0.240 -0.242 -0.146 -0.072 -0.083 -0.234 -0.286 -0.238 0.211 0.127 -0.279 0.035 -0.205 0.033 0.026 -0.247 0.192 0.080 -0.217 -0.292 -0.206 | -| Dbar_s | -0.101 1.000 0.226 0.240 0.226 0.022 0.060 -0.050 0.140 0.312 0.329 -0.228 0.097 0.285 -0.008 0.178 0.035 -0.048 0.324 0.027 0.014 0.244 0.316 0.165 | -| p4040_p | -0.245 0.226 1.000 0.747 0.738 0.058 0.199 0.129 0.634 0.818 0.751 -0.604 0.043 0.830 -0.017 0.578 0.096 0.091 0.734 0.061 0.042 0.659 0.853 0.614 | -| p4415_p | -0.240 0.240 0.747 1.000 0.727 0.058 0.187 0.175 0.605 0.823 0.743 -0.633 0.069 0.839 -0.017 0.588 0.094 -0.099 0.726 0.062 0.042 0.631 0.847 0.626 | -| jpsi_p | -0.242 0.226 0.738 0.727 1.000 0.055 0.253 0.125 0.576 0.799 0.759 -0.625 0.006 0.829 -0.019 0.642 0.086 -0.045 0.744 0.060 0.036 0.637 0.846 0.666 | -| omega_p | -0.146 0.022 0.058 0.058 0.055 1.000 0.019 0.018 0.053 0.067 0.060 -0.050 -0.006 0.066 0.009 0.048 0.018 -0.004 0.063 0.219 0.478 0.050 0.069 0.050 | -| p4040_s | -0.072 0.060 0.199 0.187 0.253 0.019 1.000 0.202 0.117 0.282 0.279 -0.171 0.006 0.198 -0.005 0.180 0.024 -0.088 0.277 0.027 0.011 0.202 0.284 0.264 | -| Ctt | -0.083 -0.050 0.129 0.175 0.125 0.018 0.202 1.000 0.200 0.227 0.217 -0.066 0.355 0.177 -0.007 0.277 0.030 0.094 0.209 0.017 0.013 0.168 0.237 0.135 | -| DDstar_p | -0.234 0.140 0.634 0.605 0.576 0.053 0.117 0.200 1.000 0.736 0.747 -0.596 0.040 0.720 -0.018 0.480 0.086 -0.115 0.734 0.061 0.036 0.572 0.746 0.530 | -| Dbar_p | -0.286 0.312 0.818 0.823 0.799 0.067 0.282 0.227 0.736 1.000 0.862 -0.705 0.029 0.928 -0.021 0.665 0.113 -0.036 0.841 0.068 0.049 0.666 0.983 0.686 | -| bplus_1 | -0.238 0.329 0.751 0.743 0.759 0.060 0.279 0.217 0.747 0.862 1.000 -0.607 -0.063 0.842 -0.016 0.631 0.096 -0.008 0.689 0.076 0.042 0.644 0.884 0.659 | -| p4415_s | 0.211 -0.228 -0.604 -0.633 -0.625 -0.050 -0.171 -0.066 -0.596 -0.705 -0.607 1.000 -0.058 -0.687 0.015 -0.516 -0.086 0.145 -0.590 -0.048 -0.038 -0.538 -0.725 -0.527 | -| bplus_2 | 0.127 0.097 0.043 0.069 0.006 -0.006 0.006 0.355 0.040 0.029 -0.063 -0.058 1.000 0.037 0.012 -0.008 -0.061 0.041 -0.056 0.062 -0.022 0.035 0.022 0.029 | -| p4160_p | -0.279 0.285 0.830 0.839 0.829 0.066 0.198 0.177 0.720 0.928 0.842 -0.687 0.037 1.000 -0.020 0.678 0.111 -0.063 0.822 0.067 0.049 0.720 0.959 0.708 | -| phi_p | 0.035 -0.008 -0.017 -0.017 -0.019 0.009 -0.005 -0.007 -0.018 -0.021 -0.016 0.015 0.012 -0.020 1.000 -0.015 0.320 0.002 -0.016 0.010 -0.008 -0.016 -0.021 -0.014 | -| psi2s_p | -0.205 0.178 0.578 0.588 0.642 0.048 0.180 0.277 0.480 0.665 0.631 -0.516 -0.008 0.678 -0.015 1.000 0.080 -0.071 0.617 0.051 0.035 0.541 0.703 0.433 | -| phi_s | 0.033 0.035 0.096 0.094 0.086 0.018 0.024 0.030 0.086 0.113 0.096 -0.086 -0.061 0.111 0.320 0.080 1.000 -0.016 0.091 0.041 0.032 0.085 0.116 0.079 | -| p4160_s | 0.026 -0.048 0.091 -0.099 -0.045 -0.004 -0.088 0.094 -0.115 -0.036 -0.008 0.145 0.041 -0.063 0.002 -0.071 -0.016 1.000 -0.002 0.005 -0.006 -0.032 -0.043 -0.021 | -| bplus_0 | -0.247 0.324 0.734 0.726 0.744 0.063 0.277 0.209 0.734 0.841 0.689 -0.590 -0.056 0.822 -0.016 0.617 0.091 -0.002 1.000 0.096 0.038 0.630 0.862 0.647 | -| rho_s | 0.192 0.027 0.061 0.062 0.060 0.219 0.027 0.017 0.061 0.068 0.076 -0.048 0.062 0.067 0.010 0.051 0.041 0.005 0.096 1.000 -0.110 0.048 0.071 0.054 | -| omega_s | 0.080 0.014 0.042 0.042 0.036 0.478 0.011 0.013 0.036 0.049 0.042 -0.038 -0.022 0.049 -0.008 0.035 0.032 -0.006 0.038 -0.110 1.000 0.037 0.051 0.035 | -| p3770_p | -0.217 0.244 0.659 0.631 0.637 0.050 0.202 0.168 0.572 0.666 0.644 -0.538 0.035 0.720 -0.016 0.541 0.085 -0.032 0.630 0.048 0.037 1.000 0.719 0.472 | -| DDstar_s | -0.292 0.316 0.853 0.847 0.846 0.069 0.284 0.237 0.746 0.983 0.884 -0.725 0.022 0.959 -0.021 0.703 0.116 -0.043 0.862 0.071 0.051 0.719 1.000 0.730 | -| p3770_s | -0.206 0.165 0.614 0.626 0.666 0.050 0.264 0.135 0.530 0.686 0.659 -0.527 0.029 0.708 -0.014 0.433 0.079 -0.021 0.647 0.054 0.035 0.472 0.730 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18613398586287788}), (, {'error': 0.11527115685917974}), (, {'error': 0.27509206874605296}), (, {'error': 0.24507435684323187}), (, {'error': 0.037411213607671634}), (, {'error': 0.202556982887093}), (, {'error': 0.12027938081044287}), (, {'error': 0.09313886831398455}), (, {'error': 0.21117086519638706}), (, {'error': 1.2302305235116084}), (, {'error': 0.016856974440156658}), (, {'error': 0.1943597596179233}), (, {'error': 0.036202856000699946}), (, {'error': 0.2343848185246724}), (, {'error': 0.20597419951008922}), (, {'error': 0.034860795159437075}), (, {'error': 0.7050843462461653}), (, {'error': 0.11194376341757506}), (, {'error': 0.007833518165632825}), (, {'error': 0.2659794672125665}), (, {'error': 0.8733996553533636}), (, {'error': 0.13132134287005037}), (, {'error': 0.5795602562250524}), (, {'error': 0.24618892963180472})]) -Toy 10/25 -Time taken: 1 h, 27 min -Projected time left: 2 h, 10 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1419 (1419 total) | -| EDM = 0.00424 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297207.4304485448 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.026 | 0.153 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.15 | 0.37 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.67 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.08 | 0.13 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.23 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 3.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 0.14 | 2.93 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.024 | 0.021 | | | -2 | 2 | | -| 11| p4415_s | 1.13 | 0.13 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.17 | 0.09 | | | -2 | 2 | | -| 13| p4160_p | -2.16 | 0.11 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.60 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.15 | 0.12 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.515 | 0.010 | | | -2 | 2 | | -| 19| rho_s | 1.64 | 0.24 | | |0.0253049| 2.0747 | | -| 20| omega_s | 5.8 | 0.7 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.80 | 0.08 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.9 | 0.4 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.191 0.168 0.127 0.176 -0.034 0.104 0.169 0.180 -0.191 0.151 0.021 0.100 0.151 -0.112 0.156 -0.013 0.094 0.158 0.181 0.276 -0.061 0.100 0.177 | -| Dbar_s | -0.191 1.000 -0.858 -0.617 -0.879 -0.024 -0.497 -0.917 -0.924 0.987 -0.914 -0.106 -0.884 -0.773 0.042 -0.809 -0.023 -0.437 -0.913 0.027 -0.086 0.282 -0.557 -0.895 | -| p4040_p | 0.168 -0.858 1.000 0.564 0.775 0.021 0.401 0.765 0.772 -0.863 0.789 0.110 0.754 0.692 -0.035 0.683 0.017 0.478 0.788 -0.024 0.074 -0.179 0.480 0.771 | -| p4415_p | 0.127 -0.617 0.564 1.000 0.562 0.016 0.241 0.551 0.535 -0.616 0.571 0.023 0.512 0.557 -0.025 0.497 0.010 0.174 0.569 -0.016 0.053 -0.121 0.334 0.566 | -| jpsi_p | 0.176 -0.879 0.775 0.562 1.000 0.021 0.444 0.789 0.781 -0.887 0.793 0.068 0.789 0.717 -0.039 0.747 0.009 0.374 0.791 -0.024 0.073 -0.223 0.476 0.816 | -| omega_p | -0.034 -0.024 0.021 0.016 0.021 1.000 0.013 0.022 0.022 -0.024 0.021 0.002 0.018 0.019 -0.003 0.020 0.008 0.011 0.021 -0.028 0.190 -0.007 0.013 0.022 | -| p4040_s | 0.104 -0.497 0.401 0.241 0.444 0.013 1.000 0.508 0.437 -0.491 0.416 0.067 0.436 0.250 -0.019 0.385 0.004 0.153 0.414 -0.011 0.041 -0.128 0.241 0.478 | -| Ctt | 0.169 -0.917 0.765 0.551 0.789 0.022 0.508 1.000 0.850 -0.918 0.840 0.157 0.754 0.674 -0.036 0.785 0.024 0.443 0.839 -0.026 0.078 -0.254 0.516 0.818 | -| DDstar_p | 0.180 -0.924 0.772 0.535 0.781 0.022 0.437 0.850 1.000 -0.935 0.854 0.111 0.817 0.667 -0.041 0.725 0.018 0.395 0.853 -0.026 0.080 -0.285 0.524 0.814 | -| Dbar_p | -0.191 0.987 -0.863 -0.616 -0.887 -0.024 -0.491 -0.918 -0.935 1.000 -0.909 -0.100 -0.884 -0.780 0.041 -0.815 -0.023 -0.430 -0.908 0.027 -0.086 0.257 -0.553 -0.902 | -| bplus_1 | 0.151 -0.914 0.789 0.571 0.793 0.021 0.416 0.840 0.854 -0.909 1.000 0.040 0.773 0.723 -0.035 0.732 0.029 0.359 0.767 -0.033 0.077 -0.243 0.474 0.813 | -| p4415_s | 0.021 -0.106 0.110 0.023 0.068 0.002 0.067 0.157 0.111 -0.100 0.040 1.000 0.108 0.130 -0.003 0.068 -0.002 0.148 0.040 -0.000 0.006 -0.044 0.023 0.093 | -| bplus_2 | 0.100 -0.884 0.754 0.512 0.789 0.018 0.436 0.754 0.817 -0.884 0.773 0.108 1.000 0.674 -0.034 0.728 0.051 0.366 0.772 -0.035 0.077 -0.249 0.485 0.792 | -| p4160_p | 0.151 -0.773 0.692 0.557 0.717 0.019 0.250 0.674 0.667 -0.780 0.723 0.130 0.674 1.000 -0.032 0.635 0.017 0.313 0.723 -0.022 0.067 -0.145 0.438 0.709 | -| phi_p | -0.112 0.042 -0.035 -0.025 -0.039 -0.003 -0.019 -0.036 -0.041 0.041 -0.035 -0.003 -0.034 -0.032 1.000 -0.034 0.470 -0.017 -0.036 -0.011 -0.045 0.012 -0.022 -0.036 | -| psi2s_p | 0.156 -0.809 0.683 0.497 0.747 0.020 0.385 0.785 0.725 -0.815 0.732 0.068 0.728 0.635 -0.034 1.000 0.016 0.324 0.731 -0.021 0.069 -0.183 0.440 0.681 | -| phi_s | -0.013 -0.023 0.017 0.010 0.009 0.008 0.004 0.024 0.018 -0.023 0.029 -0.002 0.051 0.017 0.470 0.016 1.000 0.001 0.034 -0.023 0.001 -0.003 0.013 0.017 | -| p4160_s | 0.094 -0.437 0.478 0.174 0.374 0.011 0.153 0.443 0.395 -0.430 0.359 0.148 0.366 0.313 -0.017 0.324 0.001 1.000 0.357 -0.009 0.035 -0.107 0.212 0.400 | -| bplus_0 | 0.158 -0.913 0.788 0.569 0.791 0.021 0.414 0.839 0.853 -0.908 0.767 0.040 0.772 0.723 -0.036 0.731 0.034 0.357 1.000 -0.046 0.082 -0.239 0.474 0.813 | -| rho_s | 0.181 0.027 -0.024 -0.016 -0.024 -0.028 -0.011 -0.026 -0.026 0.027 -0.033 -0.000 -0.035 -0.022 -0.011 -0.021 -0.023 -0.009 -0.046 1.000 -0.178 0.003 -0.013 -0.025 | -| omega_s | 0.276 -0.086 0.074 0.053 0.073 0.190 0.041 0.078 0.080 -0.086 0.077 0.006 0.077 0.067 -0.045 0.069 0.001 0.035 0.082 -0.178 1.000 -0.024 0.046 0.077 | -| p3770_p | -0.061 0.282 -0.179 -0.121 -0.223 -0.007 -0.128 -0.254 -0.285 0.257 -0.243 -0.044 -0.249 -0.145 0.012 -0.183 -0.003 -0.107 -0.239 0.003 -0.024 1.000 -0.122 -0.298 | -| DDstar_s | 0.100 -0.557 0.480 0.334 0.476 0.013 0.241 0.516 0.524 -0.553 0.474 0.023 0.485 0.438 -0.022 0.440 0.013 0.212 0.474 -0.013 0.046 -0.122 1.000 0.500 | -| p3770_s | 0.177 -0.895 0.771 0.566 0.816 0.022 0.478 0.818 0.814 -0.902 0.813 0.093 0.792 0.709 -0.036 0.681 0.017 0.400 0.813 -0.025 0.077 -0.298 0.500 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15256822961335947}), (, {'error': 0.3716822000234019}), (, {'error': 0.23743823827276067}), (, {'error': 0.17461040693078456}), (, {'error': 0.038454599335359774}), (, {'error': 0.19776143919523026}), (, {'error': 0.12845580317635158}), (, {'error': 0.20862396029483754}), (, {'error': 0.5936818199473324}), (, {'error': 2.9331449877963}), (, {'error': 0.02077581052238453}), (, {'error': 0.13283758756750053}), (, {'error': 0.08651867900683219}), (, {'error': 0.11103919663740802}), (, {'error': 0.1432667681259998}), (, {'error': 0.03930529735099153}), (, {'error': 0.7577084172691002}), (, {'error': 0.12330302423745665}), (, {'error': 0.010370627557999668}), (, {'error': 0.24124329448002824}), (, {'error': 0.712867771582343}), (, {'error': 0.07931417353325987}), (, {'error': 0.04204641251078867}), (, {'error': 0.36964733540629036})]) -Toy 11/25 -Time taken: 1 h, 36 min -Projected time left: 2 h, 2 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1564 (1564 total) | -| EDM = 0.000222 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297255.0875023514 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.69 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.63 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.666 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.34 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.59 | 0.20 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.86 | 0.07 | | | -2 | 2 | | -| 11| p4415_s | 1.10 | 0.20 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.29 | 0.09 | | | -2 | 2 | | -| 13| p4160_p | 4.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.79 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.892 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.15 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 19| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 4.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.47 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.59 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 0.025 0.058 -0.073 -0.039 0.049 0.095 0.038 0.050 0.094 -0.004 -0.224 0.004 -0.212 0.008 -0.175 0.073 -0.131 -0.004 0.098 0.001 0.001 0.035 | -| Dbar_s | 0.001 1.000 0.031 0.014 0.052 0.000 -0.006 0.003 0.006 0.027 -0.003 -0.003 0.001 0.033 0.001 0.032 0.000 -0.000 0.001 -0.001 0.000 0.047 -0.002 0.026 | -| p4040_p | 0.025 0.031 1.000 0.107 -0.101 -0.000 -0.221 -0.198 -0.010 -0.057 0.040 0.012 -0.006 0.084 -0.011 -0.236 -0.022 0.307 -0.028 -0.011 0.003 0.112 0.040 -0.080 | -| p4415_p | 0.058 0.014 0.107 1.000 -0.026 -0.000 -0.137 0.088 -0.152 -0.069 0.078 -0.170 -0.204 0.244 -0.021 -0.074 -0.041 -0.047 -0.019 -0.042 0.016 -0.013 0.023 -0.022 | -| jpsi_p | -0.073 0.052 -0.101 -0.026 1.000 -0.000 0.025 0.216 0.004 0.278 -0.062 0.005 -0.149 -0.048 0.021 -0.012 0.039 -0.019 0.076 0.046 -0.028 0.060 0.063 -0.039 | -| omega_p | -0.039 0.000 -0.000 -0.000 -0.000 1.000 -0.001 -0.001 -0.002 -0.001 -0.007 -0.001 0.000 0.000 -0.001 -0.000 0.005 -0.001 0.008 0.003 0.082 -0.000 -0.000 -0.001 | -| p4040_s | 0.049 -0.006 -0.221 -0.137 0.025 -0.001 1.000 0.357 -0.106 -0.025 0.005 0.205 -0.099 -0.521 -0.013 0.065 -0.032 0.020 -0.024 -0.018 0.006 -0.136 -0.004 0.131 | -| Ctt | 0.095 0.003 -0.198 0.088 0.216 -0.001 0.357 1.000 -0.030 -0.310 0.060 0.125 -0.664 -0.312 -0.028 0.209 -0.056 0.278 0.050 -0.088 0.031 -0.254 -0.007 -0.073 | -| DDstar_p | 0.038 0.006 -0.010 -0.152 0.004 -0.002 -0.106 -0.030 1.000 -0.163 -0.157 0.048 0.265 0.042 0.006 -0.089 -0.018 -0.078 -0.125 0.098 -0.044 0.185 0.049 0.076 | -| Dbar_p | 0.050 0.027 -0.057 -0.069 0.278 -0.001 -0.025 -0.310 -0.163 1.000 -0.068 0.087 0.053 0.012 -0.003 0.005 -0.028 -0.058 -0.065 0.027 -0.014 0.357 -0.003 -0.047 | -| bplus_1 | 0.094 -0.003 0.040 0.078 -0.062 -0.007 0.005 0.060 -0.157 -0.068 1.000 -0.087 -0.007 0.029 0.021 0.024 -0.107 0.012 -0.922 0.306 -0.150 -0.109 -0.009 -0.024 | -| p4415_s | -0.004 -0.003 0.012 -0.170 0.005 -0.001 0.205 0.125 0.048 0.087 -0.087 1.000 0.183 -0.132 0.007 0.058 0.003 0.337 -0.031 0.037 -0.016 -0.039 -0.003 0.042 | -| bplus_2 | -0.224 0.001 -0.006 -0.204 -0.149 0.000 -0.099 -0.664 0.265 0.053 -0.007 0.183 1.000 -0.020 0.088 -0.027 0.128 -0.144 -0.206 0.256 -0.107 0.089 0.009 0.033 | -| p4160_p | 0.004 0.033 0.084 0.244 -0.048 0.000 -0.521 -0.312 0.042 0.012 0.029 -0.132 -0.020 1.000 -0.005 -0.158 -0.007 -0.163 0.003 -0.011 0.004 0.162 0.051 -0.068 | -| phi_p | -0.212 0.001 -0.011 -0.021 0.021 -0.001 -0.013 -0.028 0.006 -0.003 0.021 0.007 0.088 -0.005 1.000 -0.003 0.502 -0.022 -0.017 0.211 -0.142 0.004 0.002 -0.012 | -| psi2s_p | 0.008 0.032 -0.236 -0.074 -0.012 -0.000 0.065 0.209 -0.089 0.005 0.024 0.058 -0.027 -0.158 -0.003 1.000 -0.009 -0.048 -0.019 0.006 -0.004 -0.061 0.027 -0.379 | -| phi_s | -0.175 0.000 -0.022 -0.041 0.039 0.005 -0.032 -0.056 -0.018 -0.028 -0.107 0.003 0.128 -0.007 0.502 -0.009 1.000 -0.049 0.125 0.030 -0.027 -0.001 0.000 -0.027 | -| p4160_s | 0.073 -0.000 0.307 -0.047 -0.019 -0.001 0.020 0.278 -0.078 -0.058 0.012 0.337 -0.144 -0.163 -0.022 -0.048 -0.049 1.000 -0.031 -0.032 0.011 -0.073 0.003 0.028 | -| bplus_0 | -0.131 0.001 -0.028 -0.019 0.076 0.008 -0.024 0.050 -0.125 -0.065 -0.922 -0.031 -0.206 0.003 -0.017 -0.019 0.125 -0.031 1.000 -0.352 0.168 0.008 -0.002 -0.022 | -| rho_s | -0.004 -0.001 -0.011 -0.042 0.046 0.003 -0.018 -0.088 0.098 0.027 0.306 0.037 0.256 -0.011 0.211 0.006 0.030 -0.032 -0.352 1.000 -0.579 0.018 0.003 -0.011 | -| omega_s | 0.098 0.000 0.003 0.016 -0.028 0.082 0.006 0.031 -0.044 -0.014 -0.150 -0.016 -0.107 0.004 -0.142 -0.004 -0.027 0.011 0.168 -0.579 1.000 -0.010 -0.001 0.003 | -| p3770_p | 0.001 0.047 0.112 -0.013 0.060 -0.000 -0.136 -0.254 0.185 0.357 -0.109 -0.039 0.089 0.162 0.004 -0.061 -0.001 -0.073 0.008 0.018 -0.010 1.000 0.041 -0.291 | -| DDstar_s | 0.001 -0.002 0.040 0.023 0.063 -0.000 -0.004 -0.007 0.049 -0.003 -0.009 -0.003 0.009 0.051 0.002 0.027 0.000 0.003 -0.002 0.003 -0.001 0.041 1.000 0.028 | -| p3770_s | 0.035 0.026 -0.080 -0.022 -0.039 -0.001 0.131 -0.073 0.076 -0.047 -0.024 0.042 0.033 -0.068 -0.012 -0.379 -0.027 0.028 -0.022 -0.011 0.003 -0.291 0.028 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3682983110375444}), (, {'error': 0.02141394391410123}), (, {'error': 0.13438243978890263}), (, {'error': 0.1888247221215431}), (, {'error': 0.024862552856995457}), (, {'error': 0.14619145628309704}), (, {'error': 0.17344084821939387}), (, {'error': 0.2004025774358486}), (, {'error': 0.34080064547325106}), (, {'error': 0.33312698523061424}), (, {'error': 0.06632553811558872}), (, {'error': 0.20381504929978628}), (, {'error': 0.09440012022185296}), (, {'error': 0.09849750320367434}), (, {'error': 0.14893791028085435}), (, {'error': 0.03090970506294166}), (, {'error': 1.0002049045478483}), (, {'error': 0.17399016316278937}), (, {'error': 0.036208721091087415}), (, {'error': 0.3359883471279142}), (, {'error': 1.050425072728514}), (, {'error': 0.09020971909182585}), (, {'error': 0.028937721938678385}), (, {'error': 0.23765755537294897})]) -Toy 12/25 -Time taken: 1 h, 46 min -Projected time left: 1 h, 55 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1254 (1254 total) | -| EDM = 6.74E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297038.96134091157 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.34 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.69 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.646 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.31 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.94 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.94 | 0.22 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 11| p4415_s | 1.40 | 0.20 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.53 | 0.10 | | | -2 | 2 | | -| 13| p4160_p | -2.10 | 0.09 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.37 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.884 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 22.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.54 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 19| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.3 | 1.4 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.000 0.008 0.049 -0.057 -0.058 0.054 0.080 0.073 0.055 0.236 0.011 -0.091 -0.007 -0.119 0.013 -0.190 0.072 -0.296 -0.105 -0.220 -0.004 0.002 0.027 | -| Dbar_s | -0.000 1.000 0.026 0.016 0.050 0.000 -0.005 0.002 0.010 0.024 -0.003 -0.003 0.002 0.036 0.001 0.032 0.000 -0.001 0.002 -0.001 0.000 0.037 -0.002 0.034 | -| p4040_p | 0.008 0.026 1.000 0.145 -0.103 -0.001 -0.225 -0.269 -0.011 -0.035 0.047 -0.040 0.031 0.217 -0.006 -0.224 -0.012 0.277 -0.028 -0.007 -0.002 0.146 0.035 -0.040 | -| p4415_p | 0.049 0.016 0.145 1.000 -0.018 -0.000 -0.115 0.073 -0.181 -0.051 0.103 -0.185 -0.193 0.251 -0.021 -0.073 -0.045 -0.044 -0.036 -0.058 -0.002 -0.002 0.027 -0.017 | -| jpsi_p | -0.057 0.050 -0.103 -0.018 1.000 -0.009 0.006 0.225 -0.018 0.306 -0.072 0.013 -0.182 -0.053 0.020 0.005 0.039 -0.002 0.094 0.058 -0.011 0.083 0.066 -0.057 | -| omega_p | -0.058 0.000 -0.001 -0.000 -0.009 1.000 -0.001 -0.001 -0.010 -0.003 -0.030 -0.002 -0.014 -0.000 -0.021 -0.002 0.016 -0.001 0.035 0.146 0.646 -0.002 0.000 -0.001 | -| p4040_s | 0.054 -0.005 -0.225 -0.115 0.006 -0.001 1.000 0.381 -0.159 -0.090 0.042 0.220 -0.138 -0.550 -0.018 0.018 -0.043 0.120 -0.036 -0.049 -0.006 -0.183 -0.007 0.082 | -| Ctt | 0.080 0.002 -0.269 0.073 0.225 -0.001 0.381 1.000 -0.041 -0.315 0.085 0.144 -0.670 -0.384 -0.030 0.180 -0.068 0.310 0.032 -0.122 -0.000 -0.250 -0.012 -0.185 | -| DDstar_p | 0.073 0.010 -0.011 -0.181 -0.018 -0.010 -0.159 -0.041 1.000 -0.151 -0.203 0.062 0.263 0.023 -0.001 -0.113 -0.023 -0.078 -0.083 0.051 -0.038 0.176 0.054 0.080 | -| Dbar_p | 0.055 0.024 -0.035 -0.051 0.306 -0.003 -0.090 -0.315 -0.151 1.000 -0.087 0.079 0.083 0.070 -0.004 0.045 -0.028 -0.064 -0.046 -0.002 -0.017 0.385 -0.005 0.018 | -| bplus_1 | 0.236 -0.003 0.047 0.103 -0.072 -0.030 0.042 0.085 -0.203 -0.087 1.000 -0.113 0.097 0.033 0.008 0.027 -0.138 0.017 -0.920 0.200 -0.144 -0.127 -0.014 -0.036 | -| p4415_s | 0.011 -0.003 -0.040 -0.185 0.013 -0.002 0.220 0.144 0.062 0.079 -0.113 1.000 0.156 -0.153 0.004 0.056 0.000 0.337 -0.009 0.022 -0.010 -0.046 -0.002 0.023 | -| bplus_2 | -0.091 0.002 0.031 -0.193 -0.182 -0.014 -0.138 -0.670 0.263 0.083 0.097 0.156 1.000 0.032 0.080 -0.025 0.103 -0.165 -0.323 0.329 -0.060 0.088 0.014 0.088 | -| p4160_p | -0.007 0.036 0.217 0.251 -0.053 -0.000 -0.550 -0.384 0.023 0.070 0.033 -0.153 0.032 1.000 -0.001 -0.155 -0.000 -0.194 -0.006 0.001 0.001 0.203 0.060 -0.006 | -| phi_p | -0.119 0.001 -0.006 -0.021 0.020 -0.021 -0.018 -0.030 -0.001 -0.004 0.008 0.004 0.080 -0.001 1.000 -0.003 0.465 -0.024 -0.000 0.278 -0.093 0.006 0.002 -0.010 | -| psi2s_p | 0.013 0.032 -0.224 -0.073 0.005 -0.002 0.018 0.180 -0.113 0.045 0.027 0.056 -0.025 -0.155 -0.003 1.000 -0.010 -0.046 -0.022 0.001 -0.007 0.028 0.028 -0.460 | -| phi_s | -0.190 0.000 -0.012 -0.045 0.039 0.016 -0.043 -0.068 -0.023 -0.028 -0.138 0.000 0.103 -0.000 0.465 -0.010 1.000 -0.057 0.163 0.110 0.020 0.007 0.000 -0.024 | -| p4160_s | 0.072 -0.001 0.277 -0.044 -0.002 -0.001 0.120 0.310 -0.078 -0.064 0.017 0.337 -0.165 -0.194 -0.024 -0.046 -0.057 1.000 -0.033 -0.067 -0.007 -0.083 0.001 0.007 | -| bplus_0 | -0.296 0.002 -0.028 -0.036 0.094 0.035 -0.036 0.032 -0.083 -0.046 -0.920 -0.009 -0.323 -0.006 -0.000 -0.022 0.163 -0.033 1.000 -0.223 0.167 0.032 -0.000 -0.023 | -| rho_s | -0.105 -0.001 -0.007 -0.058 0.058 0.146 -0.049 -0.122 0.051 -0.002 0.200 0.022 0.329 0.001 0.278 0.001 0.110 -0.067 -0.223 1.000 -0.233 0.015 0.003 -0.016 | -| omega_s | -0.220 0.000 -0.002 -0.002 -0.011 0.646 -0.006 -0.000 -0.038 -0.017 -0.144 -0.010 -0.060 0.001 -0.093 -0.007 0.020 -0.007 0.167 -0.233 1.000 -0.005 -0.001 -0.006 | -| p3770_p | -0.004 0.037 0.146 -0.002 0.083 -0.002 -0.183 -0.250 0.176 0.385 -0.127 -0.046 0.088 0.203 0.006 0.028 0.007 -0.083 0.032 0.015 -0.005 1.000 0.039 -0.178 | -| DDstar_s | 0.002 -0.002 0.035 0.027 0.066 0.000 -0.007 -0.012 0.054 -0.005 -0.014 -0.002 0.014 0.060 0.002 0.028 0.000 0.001 -0.000 0.003 -0.001 0.039 1.000 0.037 | -| p3770_s | 0.027 0.034 -0.040 -0.017 -0.057 -0.001 0.082 -0.185 0.080 0.018 -0.036 0.023 0.088 -0.006 -0.010 -0.460 -0.024 0.007 -0.023 -0.016 -0.006 -0.178 0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33889240423853506}), (, {'error': 0.02138719058078581}), (, {'error': 0.19361836707413183}), (, {'error': 0.15187871961292032}), (, {'error': 0.02512193830092757}), (, {'error': 0.2604421700362156}), (, {'error': 0.1780499513307564}), (, {'error': 0.21887869496951212}), (, {'error': 0.34049009581245215}), (, {'error': 0.32994729212602003}), (, {'error': 0.06186398608834143}), (, {'error': 0.2028802971427066}), (, {'error': 0.09529957190276539}), (, {'error': 0.08924804951962928}), (, {'error': 0.13691170305971934}), (, {'error': 0.03099588901796313}), (, {'error': 0.980799594479123}), (, {'error': 0.17170760303222288}), (, {'error': 0.03400468299794246}), (, {'error': 0.3231397966070794}), (, {'error': 1.3821056837578913}), (, {'error': 0.10098355618534138}), (, {'error': 0.029874867544997713}), (, {'error': 0.22511030577507896})]) -Toy 13/25 -Time taken: 1 h, 54 min -Projected time left: 1 h, 46 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1436 (1436 total) | -| EDM = 2.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297189.574672793 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.45 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.45 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.67 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.584 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.22 | 0.16 | | |0.00501244| 2.01499 | | -| 7 | Ctt | 0.24 | 0.17 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 4.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.07 | 0.06 | | | -2 | 2 | | -| 11| p4415_s | 1.00 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.027 | 0.098 | | | -2 | 2 | | -| 13| p4160_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.58 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.803 | 0.032 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.44 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.53 | 0.04 | | | -2 | 2 | | -| 19| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -3.18 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.47 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.061 0.031 0.045 -0.008 -0.002 -0.005 0.081 -0.042 -0.038 -0.134 -0.050 -0.166 0.042 -0.096 0.008 -0.036 0.003 0.135 -0.004 0.183 -0.003 -0.032 0.015 | -| Dbar_s | -0.061 1.000 0.023 -0.101 0.280 0.009 -0.054 -0.391 0.105 0.375 0.311 0.122 0.318 0.079 -0.006 0.074 -0.037 -0.049 -0.453 0.169 -0.051 0.389 0.007 0.022 | -| p4040_p | 0.031 0.023 1.000 0.233 0.189 -0.004 -0.133 -0.053 -0.276 -0.175 -0.116 -0.033 -0.139 0.295 0.007 -0.024 0.005 0.303 0.175 -0.065 0.015 0.175 -0.012 0.015 | -| p4415_p | 0.045 -0.101 0.233 1.000 0.134 -0.006 -0.139 0.079 -0.329 -0.109 -0.161 -0.201 -0.241 0.386 0.008 0.041 0.003 -0.115 0.227 -0.078 0.015 0.082 -0.065 0.065 | -| jpsi_p | -0.008 0.280 0.189 0.134 1.000 0.002 0.055 -0.278 -0.411 0.037 0.105 -0.002 0.136 0.275 -0.007 0.197 -0.028 0.019 -0.096 0.027 -0.015 0.145 -0.019 0.191 | -| omega_p | -0.002 0.009 -0.004 -0.006 0.002 1.000 0.001 -0.010 0.008 0.006 0.018 0.007 0.019 -0.006 0.014 -0.001 -0.003 0.000 -0.019 0.059 -0.253 0.001 0.005 -0.002 | -| p4040_s | -0.005 -0.054 -0.133 -0.139 0.055 0.001 1.000 0.168 -0.110 0.040 0.077 0.176 0.069 -0.372 -0.002 0.034 -0.019 0.049 -0.108 0.040 -0.016 -0.043 -0.026 0.143 | -| Ctt | 0.081 -0.391 -0.053 0.079 -0.278 -0.010 0.168 1.000 0.044 -0.479 -0.382 -0.007 -0.617 -0.112 0.016 0.230 0.014 0.144 0.459 -0.151 0.030 -0.130 -0.053 0.022 | -| DDstar_p | -0.042 0.105 -0.276 -0.329 -0.411 0.008 -0.110 0.044 1.000 -0.296 0.213 0.083 0.249 -0.423 -0.019 -0.212 -0.034 -0.090 -0.316 0.115 -0.034 -0.090 0.156 -0.124 | -| Dbar_p | -0.038 0.375 -0.175 -0.109 0.037 0.006 0.040 -0.479 -0.296 1.000 0.191 0.141 0.139 -0.092 -0.005 -0.101 -0.035 0.006 -0.316 0.124 -0.042 0.107 -0.042 -0.187 | -| bplus_1 | -0.134 0.311 -0.116 -0.161 0.105 0.018 0.077 -0.382 0.213 0.191 1.000 0.244 0.551 -0.194 -0.024 -0.038 -0.060 0.057 -0.949 0.300 -0.080 -0.006 0.148 -0.021 | -| p4415_s | -0.050 0.122 -0.033 -0.201 -0.002 0.007 0.176 -0.007 0.083 0.141 0.244 1.000 0.316 -0.125 -0.009 0.009 -0.024 0.303 -0.339 0.119 -0.032 -0.038 0.035 0.013 | -| bplus_2 | -0.166 0.318 -0.139 -0.241 0.136 0.019 0.069 -0.617 0.249 0.139 0.551 0.316 1.000 -0.230 -0.017 -0.046 0.031 0.025 -0.673 0.200 -0.019 -0.020 0.171 -0.012 | -| p4160_p | 0.042 0.079 0.295 0.386 0.275 -0.006 -0.372 -0.112 -0.423 -0.092 -0.194 -0.125 -0.230 1.000 0.012 0.070 0.019 -0.112 0.278 -0.101 0.026 0.213 -0.022 0.056 | -| phi_p | -0.096 -0.006 0.007 0.008 -0.007 0.014 -0.002 0.016 -0.019 -0.005 -0.024 -0.009 -0.017 0.012 1.000 0.004 0.530 -0.002 0.029 -0.023 -0.030 0.004 -0.006 0.002 | -| psi2s_p | 0.008 0.074 -0.024 0.041 0.197 -0.001 0.034 0.230 -0.212 -0.101 -0.038 0.009 -0.046 0.070 0.004 1.000 0.004 -0.016 0.057 -0.020 0.005 0.044 -0.022 -0.168 | -| phi_s | -0.036 -0.037 0.005 0.003 -0.028 -0.003 -0.019 0.014 -0.034 -0.035 -0.060 -0.024 0.031 0.019 0.530 0.004 1.000 -0.026 0.075 -0.076 0.017 -0.005 -0.015 -0.009 | -| p4160_s | 0.003 -0.049 0.303 -0.115 0.019 0.000 0.049 0.144 -0.090 0.006 0.057 0.303 0.025 -0.112 -0.002 -0.016 -0.026 1.000 -0.090 0.035 -0.018 -0.012 -0.015 0.055 | -| bplus_0 | 0.135 -0.453 0.175 0.227 -0.096 -0.019 -0.108 0.459 -0.316 -0.316 -0.949 -0.339 -0.673 0.278 0.029 0.057 0.075 -0.090 1.000 -0.336 0.093 -0.024 -0.213 0.037 | -| rho_s | -0.004 0.169 -0.065 -0.078 0.027 0.059 0.040 -0.151 0.115 0.124 0.300 0.119 0.200 -0.101 -0.023 -0.020 -0.076 0.035 -0.336 1.000 -0.370 0.009 0.078 -0.017 | -| omega_s | 0.183 -0.051 0.015 0.015 -0.015 -0.253 -0.016 0.030 -0.034 -0.042 -0.080 -0.032 -0.019 0.026 -0.030 0.005 0.017 -0.018 0.093 -0.370 1.000 -0.006 -0.022 0.000 | -| p3770_p | -0.003 0.389 0.175 0.082 0.145 0.001 -0.043 -0.130 -0.090 0.107 -0.006 -0.038 -0.020 0.213 0.004 0.044 -0.005 -0.012 -0.024 0.009 -0.006 1.000 0.038 -0.208 | -| DDstar_s | -0.032 0.007 -0.012 -0.065 -0.019 0.005 -0.026 -0.053 0.156 -0.042 0.148 0.035 0.171 -0.022 -0.006 -0.022 -0.015 -0.015 -0.213 0.078 -0.022 0.038 1.000 0.015 | -| p3770_s | 0.015 0.022 0.015 0.065 0.191 -0.002 0.143 0.022 -0.124 -0.187 -0.021 0.013 -0.012 0.056 0.002 -0.168 -0.009 0.055 0.037 -0.017 0.000 -0.208 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3000196636893051}), (, {'error': 0.45331147154977314}), (, {'error': 0.15119235803401665}), (, {'error': 0.21054012322555415}), (, {'error': 0.02669617763215637}), (, {'error': 0.2383100832584626}), (, {'error': 0.15634158201720572}), (, {'error': 0.1701463811447378}), (, {'error': 0.43253521778768356}), (, {'error': 0.38662058860595927}), (, {'error': 0.059303474600624684}), (, {'error': 0.18934652809582414}), (, {'error': 0.09839104432006396}), (, {'error': 0.09648033631041564}), (, {'error': 0.15758184500275085}), (, {'error': 0.03154198573953071}), (, {'error': 0.9476394930745169}), (, {'error': 0.15614218463597873}), (, {'error': 0.039427095388032685}), (, {'error': 0.32191252776651824}), (, {'error': 0.8838661507908352}), (, {'error': 0.11191211481488295}), (, {'error': 0.06770650307396542}), (, {'error': 0.23263937435587034})]) -Toy 14/25 -Time taken: 2 h, 4 min -Projected time left: 1 h, 37 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1382 (1382 total) | -| EDM = 3.93E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297164.43480357656 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.09 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.88 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.20 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.676 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.89 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.15 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 11| p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.21 | 0.10 | | | -2 | 2 | | -| 13| p4160_p | -2.01 | 0.09 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.904 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.54 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.520 | 0.024 | | | -2 | 2 | | -| 19| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 4.7 | 3.1 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.68 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.75 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 0.008 0.053 -0.120 0.257 0.049 0.111 -0.045 0.004 0.098 0.004 0.282 -0.016 -0.021 -0.005 0.106 0.068 -0.121 0.031 0.414 -0.031 0.000 0.013 | -| Dbar_s | 0.001 1.000 0.023 0.020 0.047 0.001 -0.002 0.004 0.001 0.022 -0.002 -0.001 0.003 0.032 -0.000 0.028 -0.000 0.003 0.001 -0.000 0.001 0.031 -0.002 0.027 | -| p4040_p | 0.008 0.023 1.000 0.160 -0.079 -0.002 -0.243 -0.268 0.115 -0.051 -0.002 0.008 -0.035 0.213 0.001 -0.228 -0.008 0.314 0.016 0.005 -0.002 0.172 0.029 -0.059 | -| p4415_p | 0.053 0.020 0.160 1.000 -0.025 0.011 -0.244 -0.057 0.015 -0.067 -0.078 -0.182 0.180 0.319 0.001 -0.115 -0.022 -0.154 0.014 0.003 0.014 0.081 0.039 -0.014 | -| jpsi_p | -0.120 0.047 -0.079 -0.025 1.000 -0.079 -0.033 0.184 0.189 0.257 0.066 -0.010 0.075 0.004 0.010 -0.010 0.010 -0.044 -0.018 0.037 -0.091 0.092 0.058 -0.026 | -| omega_p | 0.257 0.001 -0.002 0.011 -0.079 1.000 0.007 0.022 -0.053 -0.025 0.126 -0.013 0.078 -0.013 0.001 -0.012 0.113 0.007 -0.176 -0.399 0.901 -0.031 0.000 -0.010 | -| p4040_s | 0.049 -0.002 -0.243 -0.244 -0.033 0.007 1.000 0.353 -0.133 -0.087 0.004 0.184 0.102 -0.557 -0.000 -0.003 -0.020 0.009 0.019 0.013 0.009 -0.155 0.004 0.101 | -| Ctt | 0.111 0.004 -0.268 -0.057 0.184 0.022 0.353 1.000 -0.103 -0.324 -0.167 0.196 0.677 -0.412 0.001 0.200 -0.038 0.247 -0.008 0.005 0.029 -0.257 -0.004 -0.153 | -| DDstar_p | -0.045 0.001 0.115 0.015 0.189 -0.053 -0.133 -0.103 1.000 -0.095 0.342 -0.011 -0.273 0.256 -0.001 0.011 0.003 -0.054 0.049 0.077 -0.062 0.259 0.033 0.159 | -| Dbar_p | 0.004 0.022 -0.051 -0.067 0.257 -0.025 -0.087 -0.324 -0.095 1.000 0.177 0.042 -0.085 0.063 -0.001 0.002 -0.011 -0.078 0.045 0.050 -0.029 0.333 0.004 -0.025 | -| bplus_1 | 0.098 -0.002 -0.002 -0.078 0.066 0.126 0.004 -0.167 0.342 0.177 1.000 0.117 -0.277 0.020 0.000 0.035 0.038 -0.001 -0.834 -0.169 0.148 0.114 -0.003 0.065 | -| p4415_s | 0.004 -0.001 0.008 -0.182 -0.010 -0.013 0.184 0.196 -0.011 0.042 0.117 1.000 -0.091 -0.100 -0.000 0.030 -0.007 0.333 0.031 0.028 -0.015 -0.057 -0.001 0.025 | -| bplus_2 | 0.282 0.003 -0.035 0.180 0.075 0.078 0.102 0.677 -0.273 -0.085 -0.277 -0.091 1.000 -0.075 -0.001 -0.001 -0.089 0.148 -0.030 0.001 0.098 -0.114 0.005 -0.094 | -| p4160_p | -0.016 0.032 0.213 0.319 0.004 -0.013 -0.557 -0.412 0.256 0.063 0.020 -0.100 -0.075 1.000 0.001 -0.142 -0.002 -0.144 0.019 0.011 -0.015 0.254 0.049 -0.006 | -| phi_p | -0.021 -0.000 0.001 0.001 0.010 0.001 -0.000 0.001 -0.001 -0.001 0.000 -0.000 -0.001 0.001 1.000 0.002 -0.353 -0.000 -0.003 -0.014 0.006 0.001 -0.000 0.001 | -| psi2s_p | -0.005 0.028 -0.228 -0.115 -0.010 -0.012 -0.003 0.200 0.011 0.002 0.035 0.030 -0.001 -0.142 0.002 1.000 -0.005 -0.084 0.002 0.013 -0.014 -0.004 0.028 -0.420 | -| phi_s | 0.106 -0.000 -0.008 -0.022 0.010 0.113 -0.020 -0.038 0.003 -0.011 0.038 -0.007 -0.089 -0.002 -0.353 -0.005 1.000 -0.030 -0.046 -0.048 0.127 -0.001 0.000 -0.015 | -| p4160_s | 0.068 0.003 0.314 -0.154 -0.044 0.007 0.009 0.247 -0.054 -0.078 -0.001 0.333 0.148 -0.144 -0.000 -0.084 -0.030 1.000 0.039 0.022 0.010 -0.049 0.009 0.008 | -| bplus_0 | -0.121 0.001 0.016 0.014 -0.018 -0.176 0.019 -0.008 0.049 0.045 -0.834 0.031 -0.030 0.019 -0.003 0.002 -0.046 0.039 1.000 0.263 -0.207 0.046 0.000 0.046 | -| rho_s | 0.031 -0.000 0.005 0.003 0.037 -0.399 0.013 0.005 0.077 0.050 -0.169 0.028 0.001 0.011 -0.014 0.013 -0.048 0.022 0.263 1.000 -0.516 0.036 -0.000 0.024 | -| omega_s | 0.414 0.001 -0.002 0.014 -0.091 0.901 0.009 0.029 -0.062 -0.029 0.148 -0.015 0.098 -0.015 0.006 -0.014 0.127 0.010 -0.207 -0.516 1.000 -0.036 0.000 -0.012 | -| p3770_p | -0.031 0.031 0.172 0.081 0.092 -0.031 -0.155 -0.257 0.259 0.333 0.114 -0.057 -0.114 0.254 0.001 -0.004 -0.001 -0.049 0.046 0.036 -0.036 1.000 0.022 -0.206 | -| DDstar_s | 0.000 -0.002 0.029 0.039 0.058 0.000 0.004 -0.004 0.033 0.004 -0.003 -0.001 0.005 0.049 -0.000 0.028 0.000 0.009 0.000 -0.000 0.000 0.022 1.000 0.025 | -| p3770_s | 0.013 0.027 -0.059 -0.014 -0.026 -0.010 0.101 -0.153 0.159 -0.025 0.065 0.025 -0.094 -0.006 0.001 -0.420 -0.015 0.008 0.046 0.024 -0.012 -0.206 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2736924948092554}), (, {'error': 0.01774086242251205}), (, {'error': 0.2048936169270963}), (, {'error': 0.1377810110497193}), (, {'error': 0.026330765688055813}), (, {'error': 0.7187952921423602}), (, {'error': 0.1751023433009553}), (, {'error': 0.20789108216525043}), (, {'error': 0.33903289527162483}), (, {'error': 0.3229112476375662}), (, {'error': 0.04835691558528665}), (, {'error': 0.19021029990860083}), (, {'error': 0.09720993917229626}), (, {'error': 0.09319229650110472}), (, {'error': 0.23480707136894807}), (, {'error': 0.03136546101546056}), (, {'error': 0.8576549649445582}), (, {'error': 0.1664098860957801}), (, {'error': 0.023890604242601476}), (, {'error': 0.3614553910970937}), (, {'error': 3.1210113748877983}), (, {'error': 0.11471719289918103}), (, {'error': 0.02256647444930948}), (, {'error': 0.2328428751543843})]) -Toy 15/25 -Time taken: 2 h, 13 min -Projected time left: 1 h, 29 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1398 (1398 total) | -| EDM = 7.82E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297010.44474974764 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.16 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.42 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.08 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.62 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.98 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.18 | 0.19 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 3.2 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -3.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | -| 11| p4415_s | 1.47 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.35 | 0.08 | | | -2 | 2 | | -| 13| p4160_p | -2.21 | 0.13 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.72 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.426 | 0.028 | | | -2 | 2 | | -| 19| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -3.18 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.17 | 0.26 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.007 -0.004 0.032 -0.028 0.008 0.046 0.115 -0.003 0.016 -0.126 0.013 -0.298 -0.012 0.064 -0.003 0.055 0.060 0.125 0.223 0.346 -0.007 -0.007 0.014 | -| Dbar_s | 0.007 1.000 -0.103 0.017 -0.037 0.000 0.037 -0.250 -0.289 0.337 -0.043 0.036 -0.020 -0.030 0.002 -0.111 -0.009 0.024 0.000 0.015 -0.007 -0.087 -0.057 -0.144 | -| p4040_p | -0.004 -0.103 1.000 0.346 0.406 -0.001 -0.215 -0.207 -0.056 -0.319 0.044 -0.058 0.081 0.511 0.005 0.105 0.008 0.233 -0.010 -0.015 0.006 0.404 0.013 0.152 | -| p4415_p | 0.032 0.017 0.346 1.000 0.347 -0.001 -0.109 -0.177 -0.433 0.084 0.110 -0.163 -0.144 0.538 0.008 0.103 -0.009 -0.083 -0.010 -0.010 0.008 0.168 -0.078 0.110 | -| jpsi_p | -0.028 -0.037 0.406 0.347 1.000 0.000 -0.042 -0.232 -0.216 -0.312 0.077 -0.103 0.248 0.526 0.009 0.341 -0.002 -0.033 -0.087 0.008 -0.015 0.382 -0.030 0.376 | -| omega_p | 0.008 0.000 -0.001 -0.001 0.000 1.000 -0.000 -0.001 0.001 0.000 0.005 0.000 0.004 -0.001 0.003 -0.000 -0.002 -0.001 -0.006 0.013 -0.118 -0.001 0.001 -0.001 | -| p4040_s | 0.046 0.037 -0.215 -0.109 -0.042 -0.000 1.000 0.177 -0.272 0.272 0.015 0.195 -0.086 -0.364 0.010 -0.060 -0.034 0.142 -0.046 0.037 -0.012 -0.170 -0.082 0.032 | -| Ctt | 0.115 -0.250 -0.207 -0.177 -0.232 -0.001 0.177 1.000 0.310 -0.282 0.037 0.194 -0.530 -0.290 0.013 0.255 -0.074 0.147 -0.029 0.061 -0.017 0.106 0.020 0.002 | -| DDstar_p | -0.003 -0.289 -0.056 -0.433 -0.216 0.001 -0.272 0.310 1.000 -0.750 -0.077 -0.036 0.157 -0.277 0.002 -0.014 -0.014 -0.216 -0.053 0.043 -0.020 0.268 0.146 0.075 | -| Dbar_p | 0.016 0.337 -0.319 0.084 -0.312 0.000 0.272 -0.282 -0.750 1.000 0.032 0.098 -0.240 -0.201 -0.010 -0.304 -0.003 0.190 0.059 -0.025 0.012 -0.625 -0.102 -0.375 | -| bplus_1 | -0.126 -0.043 0.044 0.110 0.077 0.005 0.015 0.037 -0.077 0.032 1.000 -0.073 -0.018 0.067 0.050 0.011 -0.103 0.008 -0.958 0.307 -0.191 -0.050 -0.074 -0.009 | -| p4415_s | 0.013 0.036 -0.058 -0.163 -0.103 0.000 0.195 0.194 -0.036 0.098 -0.073 1.000 0.069 -0.099 0.005 -0.018 -0.017 0.320 -0.024 0.030 -0.013 -0.106 -0.017 -0.018 | -| bplus_2 | -0.298 -0.020 0.081 -0.144 0.248 0.004 -0.086 -0.530 0.157 -0.240 -0.018 0.069 1.000 0.041 -0.019 0.053 0.118 -0.120 -0.153 -0.023 -0.038 0.101 0.098 0.129 | -| p4160_p | -0.012 -0.030 0.511 0.538 0.526 -0.001 -0.364 -0.290 -0.277 -0.201 0.067 -0.099 0.041 1.000 0.003 0.197 0.020 -0.070 0.018 -0.037 0.016 0.388 -0.010 0.210 | -| phi_p | 0.064 0.002 0.005 0.008 0.009 0.003 0.010 0.013 0.002 -0.010 0.050 0.005 -0.019 0.003 1.000 0.007 0.318 0.011 -0.058 0.051 -0.033 0.002 0.003 0.009 | -| psi2s_p | -0.003 -0.111 0.105 0.103 0.341 -0.000 -0.060 0.255 -0.014 -0.304 0.011 -0.018 0.053 0.197 0.007 1.000 0.000 -0.062 -0.021 0.006 -0.004 0.302 -0.013 -0.021 | -| phi_s | 0.055 -0.009 0.008 -0.009 -0.002 -0.002 -0.034 -0.074 -0.014 -0.003 -0.103 -0.017 0.118 0.020 0.318 0.000 1.000 -0.040 0.107 0.014 0.050 0.008 -0.005 -0.009 | -| p4160_s | 0.060 0.024 0.233 -0.083 -0.033 -0.001 0.142 0.147 -0.216 0.190 0.008 0.320 -0.120 -0.070 0.011 -0.062 -0.040 1.000 -0.038 0.037 -0.010 -0.086 -0.057 -0.015 | -| bplus_0 | 0.125 0.000 -0.010 -0.010 -0.087 -0.006 -0.046 -0.029 -0.053 0.059 -0.958 -0.024 -0.153 0.018 -0.058 -0.021 0.107 -0.038 1.000 -0.341 0.202 0.030 -0.021 -0.029 | -| rho_s | 0.223 0.015 -0.015 -0.010 0.008 0.013 0.037 0.061 0.043 -0.025 0.307 0.030 -0.023 -0.037 0.051 0.006 0.014 0.037 -0.341 1.000 -0.321 -0.019 0.027 0.008 | -| omega_s | 0.346 -0.007 0.006 0.008 -0.015 -0.118 -0.012 -0.017 -0.020 0.012 -0.191 -0.013 -0.038 0.016 -0.033 -0.004 0.050 -0.010 0.202 -0.321 1.000 0.007 -0.014 -0.002 | -| p3770_p | -0.007 -0.087 0.404 0.168 0.382 -0.001 -0.170 0.106 0.268 -0.625 -0.050 -0.106 0.101 0.388 0.002 0.302 0.008 -0.086 0.030 -0.019 0.007 1.000 0.095 0.096 | -| DDstar_s | -0.007 -0.057 0.013 -0.078 -0.030 0.001 -0.082 0.020 0.146 -0.102 -0.074 -0.017 0.098 -0.010 0.003 -0.013 -0.005 -0.057 -0.021 0.027 -0.014 0.095 1.000 0.027 | -| p3770_s | 0.014 -0.144 0.152 0.110 0.376 -0.001 0.032 0.002 0.075 -0.375 -0.009 -0.018 0.129 0.210 0.009 -0.021 -0.009 -0.015 -0.029 0.008 -0.002 0.096 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28219926499537307}), (, {'error': 0.1310331961712678}), (, {'error': 0.22206405189098488}), (, {'error': 0.17761363757680293}), (, {'error': 0.0346334493607956}), (, {'error': 0.14053569804809118}), (, {'error': 0.17528940366707446}), (, {'error': 0.19047553499945358}), (, {'error': 0.8085647339719486}), (, {'error': 0.8163077577164124}), (, {'error': 0.05605041122410648}), (, {'error': 0.18804383774282651}), (, {'error': 0.08087544429326043}), (, {'error': 0.12836298224052367}), (, {'error': 0.1593810310150774}), (, {'error': 0.03601649027151499}), (, {'error': 0.9275076896027965}), (, {'error': 0.16772921714442512}), (, {'error': 0.028187035219036316}), (, {'error': 0.3569300734926739}), (, {'error': 0.983734755591585}), (, {'error': 0.12044693904451398}), (, {'error': 0.0677029157441773}), (, {'error': 0.26319425244265116})]) -Toy 16/25 -Time taken: 2 h, 23 min -Projected time left: 1 h, 20 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1329 (1329 total) | -| EDM = 4.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297140.05889595096 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.78 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.37 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.649 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.2 | 2.0 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.15 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.45 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.16 | 0.31 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 11| p4415_s | 1.08 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.26 | 0.09 | | | -2 | 2 | | -| 13| p4160_p | 4.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.29 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.474 | 0.020 | | | -2 | 2 | | -| 19| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 6 | 4 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.25 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.001 -0.008 -0.038 0.090 -0.107 -0.040 -0.084 0.019 -0.013 -0.041 -0.021 -0.219 0.007 -0.109 0.004 -0.130 -0.055 0.039 -0.280 -0.199 0.018 -0.000 -0.016 | -| Dbar_s | -0.001 1.000 0.025 0.013 0.044 0.001 -0.002 0.006 0.002 0.020 -0.001 0.000 0.004 0.028 0.000 0.026 -0.000 0.003 0.001 0.000 0.000 0.034 -0.001 0.023 | -| p4040_p | -0.008 0.025 1.000 0.102 -0.089 -0.005 -0.249 -0.278 0.118 -0.041 0.011 0.030 -0.064 0.192 -0.001 -0.237 -0.008 0.288 0.024 0.011 -0.006 0.160 0.033 -0.057 | -| p4415_p | -0.038 0.013 0.102 1.000 -0.019 0.008 -0.247 -0.069 -0.019 -0.081 -0.123 -0.154 0.199 0.272 -0.002 -0.103 -0.018 -0.249 0.015 0.009 0.006 0.058 0.026 -0.028 | -| jpsi_p | 0.090 0.044 -0.089 -0.019 1.000 -0.078 -0.012 0.211 0.177 0.240 0.075 -0.026 0.105 -0.020 -0.029 -0.024 -0.006 -0.042 -0.047 0.001 -0.076 0.084 0.057 -0.023 | -| omega_p | -0.107 0.001 -0.005 0.008 -0.078 1.000 0.000 -0.000 -0.043 -0.021 0.112 -0.007 0.045 -0.009 -0.002 -0.011 0.080 -0.001 -0.154 -0.264 0.932 -0.031 0.000 -0.011 | -| p4040_s | -0.040 -0.002 -0.249 -0.247 -0.012 0.000 1.000 0.360 -0.133 -0.074 -0.000 0.134 0.113 -0.556 0.000 0.015 -0.017 0.046 0.022 0.029 -0.003 -0.159 0.003 0.104 | -| Ctt | -0.084 0.006 -0.278 -0.069 0.211 -0.000 0.360 1.000 -0.100 -0.314 -0.181 0.221 0.690 -0.389 -0.009 0.184 -0.041 0.271 -0.001 0.042 -0.005 -0.256 -0.002 -0.153 | -| DDstar_p | 0.019 0.002 0.118 -0.019 0.177 -0.043 -0.133 -0.100 1.000 -0.106 0.378 -0.069 -0.277 0.217 0.004 -0.014 0.008 -0.089 0.020 0.069 -0.047 0.283 0.034 0.146 | -| Dbar_p | -0.013 0.020 -0.041 -0.081 0.240 -0.021 -0.074 -0.314 -0.106 1.000 0.183 -0.005 -0.088 0.040 0.003 -0.016 -0.005 -0.084 0.032 0.052 -0.025 0.349 0.004 -0.030 | -| bplus_1 | -0.041 -0.001 0.011 -0.123 0.075 0.112 -0.000 -0.181 0.378 0.183 1.000 0.076 -0.300 0.014 -0.003 0.030 0.021 -0.007 -0.826 -0.162 0.124 0.142 -0.001 0.065 | -| p4415_s | -0.021 0.000 0.030 -0.154 -0.026 -0.007 0.134 0.221 -0.069 -0.005 0.076 1.000 -0.014 -0.026 0.001 0.001 -0.009 0.289 0.023 0.030 -0.010 -0.076 0.001 0.007 | -| bplus_2 | -0.219 0.004 -0.064 0.199 0.105 0.045 0.113 0.690 -0.277 -0.088 -0.300 -0.014 1.000 -0.075 -0.000 -0.007 -0.081 0.143 -0.020 0.079 0.034 -0.130 0.004 -0.098 | -| p4160_p | 0.007 0.028 0.192 0.272 -0.020 -0.009 -0.556 -0.389 0.217 0.040 0.014 -0.026 -0.075 1.000 -0.002 -0.150 -0.002 -0.183 0.018 0.005 -0.009 0.230 0.045 -0.019 | -| phi_p | -0.109 0.000 -0.001 -0.002 -0.029 -0.002 0.000 -0.009 0.004 0.003 -0.003 0.001 -0.000 -0.002 1.000 -0.003 0.695 0.001 0.016 0.107 -0.018 -0.002 0.001 0.000 | -| psi2s_p | 0.004 0.026 -0.237 -0.103 -0.024 -0.011 0.015 0.184 -0.014 -0.016 0.030 0.001 -0.007 -0.150 -0.003 1.000 -0.004 -0.078 -0.007 0.007 -0.011 -0.015 0.026 -0.394 | -| phi_s | -0.130 -0.000 -0.008 -0.018 -0.006 0.080 -0.017 -0.041 0.008 -0.005 0.021 -0.009 -0.081 -0.002 0.695 -0.004 1.000 -0.024 -0.014 0.079 0.076 -0.001 0.000 -0.011 | -| p4160_s | -0.055 0.003 0.288 -0.249 -0.042 -0.001 0.046 0.271 -0.089 -0.084 -0.007 0.289 0.143 -0.183 0.001 -0.078 -0.024 1.000 0.041 0.042 -0.006 -0.085 0.008 0.008 | -| bplus_0 | 0.039 0.001 0.024 0.015 -0.047 -0.154 0.022 -0.001 0.020 0.032 -0.826 0.023 -0.020 0.018 0.016 -0.007 -0.014 0.041 1.000 0.264 -0.172 0.040 0.001 0.046 | -| rho_s | -0.280 0.000 0.011 0.009 0.001 -0.264 0.029 0.042 0.069 0.052 -0.162 0.030 0.079 0.005 0.107 0.007 0.079 0.042 0.264 1.000 -0.347 0.034 0.000 0.029 | -| omega_s | -0.199 0.000 -0.006 0.006 -0.076 0.932 -0.003 -0.005 -0.047 -0.025 0.124 -0.010 0.034 -0.009 -0.018 -0.011 0.076 -0.006 -0.172 -0.347 1.000 -0.033 0.000 -0.013 | -| p3770_p | 0.018 0.034 0.160 0.058 0.084 -0.031 -0.159 -0.256 0.283 0.349 0.142 -0.076 -0.130 0.230 -0.002 -0.015 -0.001 -0.085 0.040 0.034 -0.033 1.000 0.027 -0.252 | -| DDstar_s | -0.000 -0.001 0.033 0.026 0.057 0.000 0.003 -0.002 0.034 0.004 -0.001 0.001 0.004 0.045 0.001 0.026 0.000 0.008 0.001 0.000 0.000 0.027 1.000 0.024 | -| p3770_s | -0.016 0.023 -0.057 -0.028 -0.023 -0.011 0.104 -0.153 0.146 -0.030 0.065 0.007 -0.098 -0.019 0.000 -0.394 -0.011 0.008 0.046 0.029 -0.013 -0.252 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.792491209733738}), (, {'error': 0.01681501885885822}), (, {'error': 0.1598457610944175}), (, {'error': 0.19776486292153894}), (, {'error': 0.02657350168096162}), (, {'error': 1.9838837604806168}), (, {'error': 0.1708517597609543}), (, {'error': 0.21411360475117147}), (, {'error': 0.33104154246764095}), (, {'error': 0.3092074106175762}), (, {'error': 0.04232395705658398}), (, {'error': 0.18801624264292077}), (, {'error': 0.0873176462325751}), (, {'error': 0.09873264112756974}), (, {'error': 0.2468298424109614}), (, {'error': 0.031705061878184004}), (, {'error': 1.1314929922323538}), (, {'error': 0.16807800212905866}), (, {'error': 0.020447897383341296}), (, {'error': 0.36853120422550495}), (, {'error': 3.528253307411568}), (, {'error': 0.09869965905712719}), (, {'error': 0.020263749402164466}), (, {'error': 0.23436457439569125})]) -Toy 17/25 -Time taken: 2 h, 32 min -Projected time left: 1 h, 11 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1271 (1271 total) | -| EDM = 7.86E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297258.48634726275 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.14 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.76 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.72 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.11 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.022 | 0.214 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 0.021 | 0.655 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -2.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.91 | 0.06 | | | -2 | 2 | | -| 11| p4415_s | 1.41 | 0.19 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.13 | 0.08 | | | -2 | 2 | | -| 13| p4160_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.66 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.453 | 0.031 | | | -2 | 2 | | -| 19| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 9.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.92 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.26 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.005 0.000 -0.010 0.009 -0.039 -0.019 -0.043 -0.007 -0.015 0.015 -0.009 0.140 0.010 0.129 0.001 0.083 -0.028 -0.007 -0.212 -0.004 0.001 0.000 -0.004 | -| Dbar_s | -0.005 1.000 0.011 -0.019 0.130 0.030 -0.075 -0.193 -0.003 0.234 -0.070 0.002 0.100 0.076 -0.002 0.022 -0.016 -0.069 -0.052 0.045 -0.002 0.244 -0.024 0.016 | -| p4040_p | 0.000 0.011 1.000 0.372 0.340 -0.015 -0.163 -0.160 -0.379 -0.100 0.060 0.006 -0.025 0.380 0.006 0.032 0.006 0.370 0.021 -0.029 0.002 0.216 -0.026 0.138 | -| p4415_p | -0.010 -0.019 0.372 1.000 0.399 -0.005 -0.185 -0.155 -0.498 0.018 0.086 -0.183 -0.135 0.570 0.007 0.131 -0.003 -0.064 0.007 -0.015 0.002 0.206 -0.075 0.184 | -| jpsi_p | 0.009 0.130 0.340 0.399 1.000 0.007 0.016 -0.364 -0.676 0.167 0.045 -0.064 0.169 0.494 -0.004 0.250 -0.016 0.049 -0.059 0.007 0.002 0.185 -0.092 0.279 | -| omega_p | -0.039 0.030 -0.015 -0.005 0.007 1.000 0.029 0.002 -0.011 0.062 0.201 0.028 -0.054 -0.024 0.029 -0.007 -0.031 0.024 -0.233 0.702 -0.241 -0.006 0.010 -0.013 | -| p4040_s | -0.019 -0.075 -0.163 -0.185 0.016 0.029 1.000 0.254 -0.040 -0.012 0.002 0.150 -0.003 -0.364 -0.006 0.056 -0.028 -0.058 -0.063 0.041 -0.000 -0.071 -0.040 0.152 | -| Ctt | -0.043 -0.193 -0.160 -0.155 -0.364 0.002 0.254 1.000 0.412 -0.591 0.135 0.154 -0.575 -0.354 -0.003 0.232 -0.032 0.175 0.023 -0.008 0.005 -0.224 0.064 -0.004 | -| DDstar_p | -0.007 -0.003 -0.379 -0.498 -0.676 -0.011 -0.040 0.412 1.000 -0.516 0.019 0.027 -0.073 -0.594 -0.017 -0.253 -0.012 -0.096 0.012 -0.010 0.003 -0.308 0.155 -0.208 | -| Dbar_p | -0.015 0.234 -0.100 0.018 0.167 0.062 -0.012 -0.591 -0.516 1.000 -0.153 0.053 0.116 0.100 -0.005 -0.110 -0.035 -0.070 -0.091 0.093 -0.004 0.270 -0.119 -0.195 | -| bplus_1 | 0.015 -0.070 0.060 0.086 0.045 0.201 0.002 0.135 0.019 -0.153 1.000 -0.066 -0.197 0.036 -0.027 0.026 -0.122 0.027 -0.935 0.300 -0.020 -0.080 -0.038 0.028 | -| p4415_s | -0.009 0.002 0.006 -0.183 -0.064 0.028 0.150 0.154 0.027 0.053 -0.066 1.000 0.115 -0.087 -0.006 0.008 -0.021 0.304 -0.054 0.042 -0.002 -0.044 -0.009 0.002 | -| bplus_2 | 0.140 0.100 -0.025 -0.135 0.169 -0.054 -0.003 -0.575 -0.073 0.116 -0.197 0.115 1.000 -0.016 0.025 -0.051 0.126 -0.080 0.024 -0.061 -0.013 -0.021 0.057 0.019 | -| p4160_p | 0.010 0.076 0.380 0.570 0.494 -0.024 -0.364 -0.354 -0.594 0.100 0.036 -0.087 -0.016 1.000 0.013 0.130 0.021 -0.001 0.051 -0.041 0.001 0.279 -0.047 0.168 | -| phi_p | 0.129 -0.002 0.006 0.007 -0.004 0.029 -0.006 -0.003 -0.017 -0.005 -0.027 -0.006 0.025 0.013 1.000 0.005 0.666 -0.006 0.036 -0.046 0.004 0.006 -0.003 0.003 | -| psi2s_p | 0.001 0.022 0.032 0.131 0.250 -0.007 0.056 0.232 -0.253 -0.110 0.026 0.008 -0.051 0.130 0.005 1.000 0.004 0.005 0.017 -0.014 0.001 0.075 -0.031 -0.146 | -| phi_s | 0.083 -0.016 0.006 -0.003 -0.016 -0.031 -0.028 -0.032 -0.012 -0.035 -0.122 -0.021 0.126 0.021 0.666 0.004 1.000 -0.035 0.144 -0.108 -0.003 0.005 -0.005 -0.001 | -| p4160_s | -0.028 -0.069 0.370 -0.064 0.049 0.024 -0.058 0.175 -0.096 -0.070 0.027 0.304 -0.080 -0.001 -0.006 0.005 -0.035 1.000 -0.051 0.031 0.002 0.028 -0.028 0.087 | -| bplus_0 | -0.007 -0.052 0.021 0.007 -0.059 -0.233 -0.063 0.023 0.012 -0.091 -0.935 -0.054 0.024 0.051 0.036 0.017 0.144 -0.051 1.000 -0.354 0.022 0.053 -0.019 0.021 | -| rho_s | -0.212 0.045 -0.029 -0.015 0.007 0.702 0.041 -0.008 -0.010 0.093 0.300 0.042 -0.061 -0.041 -0.046 -0.014 -0.108 0.031 -0.354 1.000 -0.066 -0.013 0.018 -0.025 | -| omega_s | -0.004 -0.002 0.002 0.002 0.002 -0.241 -0.000 0.005 0.003 -0.004 -0.020 -0.002 -0.013 0.001 0.004 0.001 -0.003 0.002 0.022 -0.066 1.000 0.001 -0.001 0.003 | -| p3770_p | 0.001 0.244 0.216 0.206 0.185 -0.006 -0.071 -0.224 -0.308 0.270 -0.080 -0.044 -0.021 0.279 0.006 0.075 0.005 0.028 0.053 -0.013 0.001 1.000 0.004 -0.176 | -| DDstar_s | 0.000 -0.024 -0.026 -0.075 -0.092 0.010 -0.040 0.064 0.155 -0.119 -0.038 -0.009 0.057 -0.047 -0.003 -0.031 -0.005 -0.028 -0.019 0.018 -0.001 0.004 1.000 0.009 | -| p3770_s | -0.004 0.016 0.138 0.184 0.279 -0.013 0.152 -0.004 -0.208 -0.195 0.028 0.002 0.019 0.168 0.003 -0.146 -0.001 0.087 0.021 -0.025 0.003 -0.176 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4170808553977654}), (, {'error': 0.13684217153104244}), (, {'error': 0.2064995449956748}), (, {'error': 0.18521780339575544}), (, {'error': 0.03330459715391054}), (, {'error': 0.23477584662795659}), (, {'error': 0.17084902997293172}), (, {'error': 0.21428228937278238}), (, {'error': 0.6545669341161795}), (, {'error': 0.5852344632098101}), (, {'error': 0.06272575673858038}), (, {'error': 0.18962674884021402}), (, {'error': 0.0809823230847233}), (, {'error': 0.13033474049492466}), (, {'error': 0.19129932473440547}), (, {'error': 0.03449545573167967}), (, {'error': 1.1363887324284345}), (, {'error': 0.16770548812381714}), (, {'error': 0.03120718767857089}), (, {'error': 0.4029005370133463}), (, {'error': 0.8264960749746963}), (, {'error': 0.13019547233156992}), (, {'error': 0.0661785737281552}), (, {'error': 0.24727307912631202})]) -Toy 18/25 -Time taken: 2 h, 41 min -Projected time left: 1 h, 2 min -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1556 (1556 total) | -| EDM = 0.000246 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297256.87536010786 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.20 | 0.39 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.51 | 0.31 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -1.97 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.64 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -0.15 | 0.33 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.69 | 0.20 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.34 | 0.21 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 3.1 | 1.2 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 5.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.896 | 0.025 | | | -2 | 2 | | -| 11| p4415_s | 1.03 | 0.18 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 13| p4160_p | -1.98 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 1.78 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.451 | 0.013 | | | -2 | 2 | | -| 19| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 20| omega_s | 5.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.39 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.8 | 0.4 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.005 0.005 0.006 0.003 0.004 -0.001 0.010 0.005 -0.003 -0.011 -0.001 -0.026 0.003 -0.002 0.003 0.008 0.004 0.014 -0.007 0.059 0.003 -0.001 0.005 | -| Dbar_s | -0.005 1.000 -0.537 -0.081 -0.754 -0.021 0.498 -0.612 -0.920 0.783 -0.111 0.173 -0.394 -0.526 0.005 -0.714 -0.018 0.223 -0.033 0.054 -0.030 -0.812 -0.195 -0.767 | -| p4040_p | 0.005 -0.537 1.000 0.191 0.515 0.015 -0.402 0.223 0.370 -0.367 0.079 -0.034 0.215 0.392 -0.003 0.346 -0.002 0.163 0.013 -0.033 0.012 0.518 0.076 0.447 | -| p4415_p | 0.006 -0.081 0.191 1.000 0.198 0.009 -0.233 -0.036 -0.072 -0.001 0.095 -0.139 -0.090 0.390 -0.001 0.088 -0.013 -0.153 0.047 -0.019 -0.001 0.151 -0.030 0.125 | -| jpsi_p | 0.003 -0.754 0.515 0.198 1.000 0.012 -0.422 0.258 0.535 -0.679 0.023 -0.188 0.453 0.612 -0.003 0.649 -0.007 -0.201 -0.067 -0.022 0.010 0.726 0.095 0.688 | -| omega_p | 0.004 -0.021 0.015 0.009 0.012 1.000 -0.011 0.017 0.017 -0.011 -0.018 -0.007 -0.016 0.014 -0.006 0.014 0.031 -0.002 0.028 -0.145 0.471 0.015 -0.001 0.017 | -| p4040_s | -0.001 0.498 -0.402 -0.233 -0.422 -0.011 1.000 -0.059 -0.447 0.455 -0.081 0.161 -0.218 -0.570 0.002 -0.331 -0.024 -0.010 -0.055 0.040 -0.024 -0.481 -0.124 -0.321 | -| Ctt | 0.010 -0.612 0.223 -0.036 0.258 0.017 -0.059 1.000 0.591 -0.317 0.174 0.078 -0.212 0.077 -0.002 0.527 -0.019 0.031 0.098 -0.041 0.003 0.379 0.141 0.394 | -| DDstar_p | 0.005 -0.920 0.370 -0.072 0.535 0.017 -0.447 0.591 1.000 -0.750 0.101 -0.140 0.320 0.312 -0.004 0.562 0.015 -0.237 0.030 -0.047 0.024 0.685 0.203 0.622 | -| Dbar_p | -0.003 0.783 -0.367 -0.001 -0.679 -0.011 0.455 -0.317 -0.750 1.000 0.063 0.162 -0.384 -0.448 0.006 -0.570 0.012 0.280 0.118 -0.007 -0.001 -0.807 -0.106 -0.599 | -| bplus_1 | -0.011 -0.111 0.079 0.095 0.023 -0.018 -0.081 0.174 0.101 0.063 1.000 -0.101 -0.137 0.081 -0.003 0.055 -0.027 -0.024 -0.734 0.077 -0.025 0.019 -0.056 0.057 | -| p4415_s | -0.001 0.173 -0.034 -0.139 -0.188 -0.007 0.161 0.078 -0.140 0.162 -0.101 1.000 -0.026 -0.121 0.000 -0.127 -0.021 0.303 -0.087 0.035 -0.018 -0.181 -0.053 -0.131 | -| bplus_2 | -0.026 -0.394 0.215 -0.090 0.453 -0.016 -0.218 -0.212 0.320 -0.384 -0.137 -0.026 1.000 0.237 -0.003 0.303 0.113 -0.174 -0.168 -0.010 0.060 0.354 0.113 0.349 | -| p4160_p | 0.003 -0.526 0.392 0.390 0.612 0.014 -0.570 0.077 0.312 -0.448 0.081 -0.121 0.237 1.000 -0.003 0.425 0.010 -0.173 0.036 -0.039 0.019 0.576 0.081 0.471 | -| phi_p | -0.002 0.005 -0.003 -0.001 -0.003 -0.006 0.002 -0.002 -0.004 0.006 -0.003 0.000 -0.003 -0.003 1.000 -0.004 -0.289 0.001 0.007 -0.008 0.013 -0.005 -0.001 -0.005 | -| psi2s_p | 0.003 -0.714 0.346 0.088 0.649 0.014 -0.331 0.527 0.562 -0.570 0.055 -0.127 0.303 0.425 -0.004 1.000 0.006 -0.198 -0.004 -0.030 0.017 0.629 0.105 0.447 | -| phi_s | 0.008 -0.018 -0.002 -0.013 -0.007 0.031 -0.024 -0.019 0.015 0.012 -0.027 -0.021 0.113 0.010 -0.289 0.006 1.000 -0.033 0.060 -0.021 0.035 0.005 -0.003 0.001 | -| p4160_s | 0.004 0.223 0.163 -0.153 -0.201 -0.002 -0.010 0.031 -0.237 0.280 -0.024 0.303 -0.174 -0.173 0.001 -0.198 -0.033 1.000 -0.037 0.021 -0.021 -0.209 -0.072 -0.153 | -| bplus_0 | 0.014 -0.033 0.013 0.047 -0.067 0.028 -0.055 0.098 0.030 0.118 -0.734 -0.087 -0.168 0.036 0.007 -0.004 0.060 -0.037 1.000 -0.176 0.060 -0.018 -0.059 -0.003 | -| rho_s | -0.007 0.054 -0.033 -0.019 -0.022 -0.145 0.040 -0.041 -0.047 -0.007 0.077 0.035 -0.010 -0.039 -0.008 -0.030 -0.021 0.021 -0.176 1.000 -0.374 -0.030 0.014 -0.038 | -| omega_s | 0.059 -0.030 0.012 -0.001 0.010 0.471 -0.024 0.003 0.024 -0.001 -0.025 -0.018 0.060 0.019 0.013 0.017 0.035 -0.021 0.060 -0.374 1.000 0.017 -0.003 0.017 | -| p3770_p | 0.003 -0.812 0.518 0.151 0.726 0.015 -0.481 0.379 0.685 -0.807 0.019 -0.181 0.354 0.576 -0.005 0.629 0.005 -0.209 -0.018 -0.030 0.017 1.000 0.160 0.577 | -| DDstar_s | -0.001 -0.195 0.076 -0.030 0.095 -0.001 -0.124 0.141 0.203 -0.106 -0.056 -0.053 0.113 0.081 -0.001 0.105 -0.003 -0.072 -0.059 0.014 -0.003 0.160 1.000 0.141 | -| p3770_s | 0.005 -0.767 0.447 0.125 0.688 0.017 -0.321 0.394 0.622 -0.599 0.057 -0.131 0.349 0.471 -0.005 0.447 0.001 -0.153 -0.003 -0.038 0.017 0.577 0.141 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06084482643344824}), (, {'error': 0.3922516937179037}), (, {'error': 0.3104265393544168}), (, {'error': 0.21265918886799273}), (, {'error': 0.046045472268338994}), (, {'error': 0.32505669144085925}), (, {'error': 0.19585102768158824}), (, {'error': 0.21036988106461857}), (, {'error': 1.1790097739574747}), (, {'error': 0.8894889890110225}), (, {'error': 0.025344512199424907}), (, {'error': 0.18437062886487776}), (, {'error': 0.07753434411803939}), (, {'error': 0.15772743906076858}), (, {'error': 0.1918957498737539}), (, {'error': 0.045892741161117634}), (, {'error': 0.8752745282758241}), (, {'error': 0.1667487693243146}), (, {'error': 0.012635969549619652}), (, {'error': 0.3411409718074917}), (, {'error': 0.9912018586015581}), (, {'error': 0.20072779815870945}), (, {'error': 0.07462392967558529}), (, {'error': 0.3648359988545349})]) -Toy 19/25 -Time taken: 2 h, 52 min -Projected time left: 54 min, 18 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1375 (1375 total) | -| EDM = 1.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297165.9609385385 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.79 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.16 | 0.15 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.67 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.39 | 0.29 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.63 | 0.07 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.85 | 0.20 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.32 | 0.14 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -5.1 | 1.0 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.869 | 0.015 | | | -2 | 2 | | -| 11| p4415_s | 1.32 | 0.16 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.23 | 0.05 | | | -2 | 2 | | -| 13| p4160_p | -2.17 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.45 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.441 | 0.009 | | | -2 | 2 | | -| 19| rho_s | 1.17 | 0.27 | | |0.0253049| 2.0747 | | -| 20| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.63 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.30 | 0.11 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.68 | 0.28 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.057 -0.030 -0.032 -0.037 -0.129 -0.021 0.032 0.051 0.027 -0.073 -0.002 -0.200 -0.043 -0.157 -0.039 -0.104 -0.004 -0.071 0.049 -0.003 -0.012 0.025 -0.020 | -| Dbar_s | 0.057 1.000 -0.565 -0.666 -0.632 -0.021 -0.577 0.219 0.751 0.503 -0.497 -0.061 -0.031 -0.632 -0.031 -0.564 -0.079 -0.475 -0.590 0.111 -0.062 0.109 0.324 -0.453 | -| p4040_p | -0.030 -0.565 1.000 0.714 0.737 0.022 0.471 -0.415 -0.770 -0.587 0.395 0.074 0.012 0.731 0.037 0.600 0.061 0.579 0.457 -0.096 0.053 0.266 -0.420 0.538 | -| p4415_p | -0.032 -0.666 0.714 1.000 0.832 0.025 0.558 -0.393 -0.878 -0.708 0.439 0.004 -0.015 0.848 0.043 0.717 0.068 0.433 0.511 -0.106 0.060 0.243 -0.502 0.623 | -| jpsi_p | -0.037 -0.632 0.737 0.832 1.000 0.026 0.643 -0.496 -0.945 -0.792 0.435 0.047 0.073 0.883 0.047 0.806 0.068 0.493 0.487 -0.101 0.058 0.286 -0.553 0.688 | -| omega_p | -0.129 -0.021 0.022 0.025 0.026 1.000 0.019 -0.013 -0.028 -0.022 0.012 0.001 -0.001 0.026 -0.002 0.023 0.015 0.015 0.019 0.110 0.465 0.006 -0.017 0.020 | -| p4040_s | -0.021 -0.577 0.471 0.558 0.643 0.019 1.000 -0.148 -0.691 -0.553 0.315 0.121 0.039 0.519 0.033 0.563 0.049 0.345 0.357 -0.077 0.044 0.105 -0.419 0.532 | -| Ctt | 0.032 0.219 -0.415 -0.393 -0.496 -0.013 -0.148 1.000 0.457 0.554 -0.158 0.126 -0.385 -0.497 -0.026 -0.275 -0.041 -0.097 -0.122 0.024 -0.025 -0.261 0.318 -0.350 | -| DDstar_p | 0.051 0.751 -0.770 -0.878 -0.945 -0.028 -0.691 0.457 1.000 0.851 -0.483 -0.064 -0.045 -0.916 -0.053 -0.828 -0.086 -0.542 -0.559 0.108 -0.065 -0.259 0.570 -0.694 | -| Dbar_p | 0.027 0.503 -0.587 -0.708 -0.792 -0.022 -0.553 0.554 0.851 1.000 -0.292 -0.070 0.018 -0.755 -0.049 -0.668 -0.058 -0.417 -0.337 0.064 -0.042 -0.349 0.564 -0.523 | -| bplus_1 | -0.073 -0.497 0.395 0.439 0.435 0.012 0.315 -0.158 -0.483 -0.292 1.000 -0.053 -0.014 0.453 0.040 0.387 0.056 0.239 -0.086 -0.008 0.018 0.028 -0.320 0.321 | -| p4415_s | -0.002 -0.061 0.074 0.004 0.047 0.001 0.121 0.126 -0.064 -0.070 -0.053 1.000 0.117 0.057 0.006 0.058 -0.000 0.239 -0.079 0.014 -0.004 -0.027 -0.074 0.049 | -| bplus_2 | -0.200 -0.031 0.012 -0.015 0.073 -0.001 0.039 -0.385 -0.045 0.018 -0.014 0.117 1.000 0.016 0.048 0.054 0.108 -0.015 -0.194 0.117 -0.018 -0.027 0.014 0.035 | -| p4160_p | -0.043 -0.632 0.731 0.848 0.883 0.026 0.519 -0.497 -0.916 -0.755 0.453 0.057 0.016 1.000 0.048 0.754 0.076 0.462 0.528 -0.104 0.061 0.308 -0.507 0.650 | -| phi_p | -0.157 -0.031 0.037 0.043 0.047 -0.002 0.033 -0.026 -0.053 -0.049 0.040 0.006 0.048 0.048 1.000 0.044 0.476 0.023 0.026 0.139 -0.070 0.022 -0.028 0.034 | -| psi2s_p | -0.039 -0.564 0.600 0.717 0.806 0.023 0.563 -0.275 -0.828 -0.668 0.387 0.058 0.054 0.754 0.044 1.000 0.068 0.419 0.442 -0.087 0.052 0.270 -0.480 0.467 | -| phi_s | -0.104 -0.079 0.061 0.068 0.068 0.015 0.049 -0.041 -0.086 -0.058 0.056 -0.000 0.108 0.076 0.476 0.068 1.000 0.030 0.086 0.012 -0.000 0.016 -0.049 0.048 | -| p4160_s | -0.004 -0.475 0.579 0.433 0.493 0.015 0.345 -0.097 -0.542 -0.417 0.239 0.239 -0.015 0.462 0.023 0.419 0.030 1.000 0.277 -0.068 0.035 0.094 -0.324 0.392 | -| bplus_0 | -0.071 -0.590 0.457 0.511 0.487 0.019 0.357 -0.122 -0.559 -0.337 -0.086 -0.079 -0.194 0.528 0.026 0.442 0.086 0.277 1.000 -0.155 0.070 0.046 -0.377 0.371 | -| rho_s | 0.049 0.111 -0.096 -0.106 -0.101 0.110 -0.077 0.024 0.108 0.064 -0.008 0.014 0.117 -0.104 0.139 -0.087 0.012 -0.068 -0.155 1.000 -0.330 -0.005 0.078 -0.084 | -| omega_s | -0.003 -0.062 0.053 0.060 0.058 0.465 0.044 -0.025 -0.065 -0.042 0.018 -0.004 -0.018 0.061 -0.070 0.052 -0.000 0.035 0.070 -0.330 1.000 0.006 -0.043 0.046 | -| p3770_p | -0.012 0.109 0.266 0.243 0.286 0.006 0.105 -0.261 -0.259 -0.349 0.028 -0.027 -0.027 0.308 0.022 0.270 0.016 0.094 0.046 -0.005 0.006 1.000 -0.160 0.097 | -| DDstar_s | 0.025 0.324 -0.420 -0.502 -0.553 -0.017 -0.419 0.318 0.570 0.564 -0.320 -0.074 0.014 -0.507 -0.028 -0.480 -0.049 -0.324 -0.377 0.078 -0.043 -0.160 1.000 -0.376 | -| p3770_s | -0.020 -0.453 0.538 0.623 0.688 0.020 0.532 -0.350 -0.694 -0.523 0.321 0.049 0.035 0.650 0.034 0.467 0.048 0.392 0.371 -0.084 0.046 0.097 -0.376 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29292231088686904}), (, {'error': 0.15001870288020616}), (, {'error': 0.28613896563312124}), (, {'error': 0.28858000482605983}), (, {'error': 0.06699324311443533}), (, {'error': 0.25880171753783277}), (, {'error': 0.19602404378663912}), (, {'error': 0.13512711728268634}), (, {'error': 9.039925800403253}), (, {'error': 1.019153266539531}), (, {'error': 0.015440051377387798}), (, {'error': 0.1621513544922627}), (, {'error': 0.051821131283510624}), (, {'error': 0.19695448975968222}), (, {'error': 0.13401518833015968}), (, {'error': 0.04882644924019974}), (, {'error': 0.8912951253393526}), (, {'error': 0.16697503859157403}), (, {'error': 0.00919229356833029}), (, {'error': 0.2739469010892583}), (, {'error': 1.0239583053958734}), (, {'error': 0.11422955970294746}), (, {'error': 0.11401762116571035}), (, {'error': 0.27783369589600726})]) -Toy 20/25 -Time taken: 3 h, 1 min -Projected time left: 45 min, 25 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=271 (271 total) | -| EDM = 6.1E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297221.918924578 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.98 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.300 | 0.006 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.26 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.03 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.652 | 0.016 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.5 | 3.6 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.18 | 0.09 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.46 | 0.07 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 2.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 5.27 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.782 | 0.005 | | | -2 | 2 | | -| 11| p4415_s | 1.13 | 0.11 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.195 | 0.026 | | | -2 | 2 | | -| 13| p4160_p | -2.10 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.923 | 0.018 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.4 | 0.6 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.26 | 0.09 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.417 | 0.003 | | | -2 | 2 | | -| 19| rho_s | 1.38 | 0.20 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.6 | 2.7 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.297 | 0.010 | | | -0.3 | 0.3 | | -| 23| p3770_s | 3.16 | 0.13 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.009 -0.010 0.005 -0.240 0.676 -0.005 -0.123 -0.120 -0.087 0.147 -0.027 0.336 -0.007 -0.308 -0.029 0.093 -0.006 -0.037 0.138 0.687 -0.045 0.056 -0.016 | -| Dbar_s | 0.009 1.000 0.008 0.004 0.005 0.011 0.005 0.004 -0.002 0.002 -0.002 -0.001 -0.000 0.009 -0.004 0.011 0.001 0.001 -0.005 0.001 0.011 0.006 -0.004 0.013 | -| p4040_p | -0.010 0.008 1.000 0.052 0.006 -0.013 -0.036 -0.149 0.066 -0.010 -0.022 0.033 0.041 0.034 0.005 -0.066 -0.003 0.173 -0.017 -0.002 -0.013 0.051 0.024 -0.066 | -| p4415_p | 0.005 0.004 0.052 1.000 0.001 0.003 -0.060 -0.025 -0.006 -0.033 0.009 0.008 0.075 0.075 -0.000 -0.034 -0.002 -0.096 0.011 -0.000 0.003 0.021 0.034 -0.002 | -| jpsi_p | -0.240 0.005 0.006 0.001 1.000 -0.297 -0.012 0.153 0.151 0.169 -0.088 -0.003 -0.139 0.013 0.113 -0.012 -0.026 -0.012 -0.019 -0.014 -0.297 0.018 0.027 0.015 | -| omega_p | 0.676 0.011 -0.013 0.003 -0.297 1.000 -0.011 -0.145 -0.148 -0.107 0.152 -0.035 0.361 -0.011 -0.435 -0.043 0.097 -0.011 -0.101 0.086 0.997 -0.054 0.071 -0.024 | -| p4040_s | -0.005 0.005 -0.036 -0.060 -0.012 -0.011 1.000 0.066 -0.050 -0.045 0.066 0.024 0.022 -0.195 0.006 -0.066 -0.005 -0.027 0.070 -0.001 -0.012 0.012 0.051 0.033 | -| Ctt | -0.123 0.004 -0.149 -0.025 0.153 -0.145 0.066 1.000 0.057 -0.078 -0.022 0.127 0.183 -0.140 0.059 0.067 -0.005 0.094 0.014 -0.007 -0.144 -0.037 -0.014 -0.088 | -| DDstar_p | -0.120 -0.002 0.066 -0.006 0.151 -0.148 -0.050 0.057 1.000 -0.125 0.162 -0.084 -0.021 0.083 0.064 0.008 -0.009 -0.065 0.191 -0.003 -0.148 0.087 0.030 0.046 | -| Dbar_p | -0.087 0.002 -0.010 -0.033 0.169 -0.107 -0.045 -0.078 -0.125 1.000 0.125 -0.018 0.057 -0.002 0.047 0.011 -0.006 -0.039 0.148 -0.003 -0.107 0.116 0.013 -0.002 | -| bplus_1 | 0.147 -0.002 -0.022 0.009 -0.088 0.152 0.066 -0.022 0.162 0.125 1.000 0.085 -0.062 -0.022 -0.059 0.039 0.003 0.072 -0.251 0.020 0.152 -0.003 -0.036 0.042 | -| p4415_s | -0.027 -0.001 0.033 0.008 -0.003 -0.035 0.024 0.127 -0.084 -0.018 0.085 1.000 -0.049 0.081 0.015 -0.022 -0.004 0.070 0.091 -0.001 -0.035 -0.014 0.015 0.003 | -| bplus_2 | 0.336 -0.000 0.041 0.075 -0.139 0.361 0.022 0.183 -0.021 0.057 -0.062 -0.049 1.000 0.064 -0.137 -0.030 0.006 0.027 -0.147 0.027 0.360 -0.003 0.012 0.036 | -| p4160_p | -0.007 0.009 0.034 0.075 0.013 -0.011 -0.195 -0.140 0.083 -0.002 -0.022 0.081 0.064 1.000 0.004 -0.038 -0.003 -0.043 -0.016 -0.002 -0.011 0.050 0.043 -0.021 | -| phi_p | -0.308 -0.004 0.005 -0.000 0.113 -0.435 0.006 0.059 0.064 0.047 -0.059 0.015 -0.137 0.004 1.000 0.017 0.389 0.006 0.053 -0.022 -0.437 0.021 -0.028 0.011 | -| psi2s_p | -0.029 0.011 -0.066 -0.034 -0.012 -0.043 -0.066 0.067 0.008 0.011 0.039 -0.022 -0.030 -0.038 0.017 1.000 -0.009 -0.051 0.049 -0.002 -0.043 0.007 0.061 -0.193 | -| phi_s | 0.093 0.001 -0.003 -0.002 -0.026 0.097 -0.005 -0.005 -0.009 -0.006 0.003 -0.004 0.006 -0.003 0.389 -0.009 1.000 -0.004 -0.023 0.005 0.097 -0.005 0.007 -0.007 | -| p4160_s | -0.006 0.001 0.173 -0.096 -0.012 -0.011 -0.027 0.094 -0.065 -0.039 0.072 0.070 0.027 -0.043 0.006 -0.051 -0.004 1.000 0.076 -0.001 -0.011 -0.002 0.030 0.011 | -| bplus_0 | -0.037 -0.005 -0.017 0.011 -0.019 -0.101 0.070 0.014 0.191 0.148 -0.251 0.091 -0.147 -0.016 0.053 0.049 -0.023 0.076 1.000 0.033 -0.102 0.014 -0.052 0.053 | -| rho_s | 0.138 0.001 -0.002 -0.000 -0.014 0.086 -0.001 -0.007 -0.003 -0.003 0.020 -0.001 0.027 -0.002 -0.022 -0.002 0.005 -0.001 0.033 1.000 0.065 -0.004 0.003 -0.004 | -| omega_s | 0.687 0.011 -0.013 0.003 -0.297 0.997 -0.012 -0.144 -0.148 -0.107 0.152 -0.035 0.360 -0.011 -0.437 -0.043 0.097 -0.011 -0.102 0.065 1.000 -0.054 0.071 -0.024 | -| p3770_p | -0.045 0.006 0.051 0.021 0.018 -0.054 0.012 -0.037 0.087 0.116 -0.003 -0.014 -0.003 0.050 0.021 0.007 -0.005 -0.002 0.014 -0.004 -0.054 1.000 0.007 -0.132 | -| DDstar_s | 0.056 -0.004 0.024 0.034 0.027 0.071 0.051 -0.014 0.030 0.013 -0.036 0.015 0.012 0.043 -0.028 0.061 0.007 0.030 -0.052 0.003 0.071 0.007 1.000 0.045 | -| p3770_s | -0.016 0.013 -0.066 -0.002 0.015 -0.024 0.033 -0.088 0.046 -0.002 0.042 0.003 0.036 -0.021 0.011 -0.193 -0.007 0.011 0.053 -0.004 -0.024 -0.132 0.045 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2815271495601177}), (, {'error': 0.006459623511468948}), (, {'error': 0.08585883756857315}), (, {'error': 0.10989006528480161}), (, {'error': 0.015982188820958143}), (, {'error': 3.5626157428807286}), (, {'error': 0.08823197028772534}), (, {'error': 0.06713761797054046}), (, {'error': 0.09852238186484907}), (, {'error': 0.10787729237153254}), (, {'error': 0.004831180598214191}), (, {'error': 0.10897210833615811}), (, {'error': 0.02552647750073833}), (, {'error': 0.050809569783083486}), (, {'error': 0.19219126693698518}), (, {'error': 0.018364599863904374}), (, {'error': 0.6213334534545965}), (, {'error': 0.09007858924868595}), (, {'error': 0.0026526889529738806}), (, {'error': 0.1979365480607045}), (, {'error': 2.711589697050126}), (, {'error': 0.05915195343531465}), (, {'error': 0.009820096516939825}), (, {'error': 0.1310370517256838})]) -Toy 21/25 -Time taken: 3 h, 7 min -Projected time left: 35 min, 40 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1589 (1589 total) | -| EDM = 0.000401 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297289.33007221855 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.69 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.30 | 0.54 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.74 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.87 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.10 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.92 | 0.20 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.56 | 0.25 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | 0.09 | 1.45 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -3.2 | 1.9 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.88 | 0.04 | | | -2 | 2 | | -| 11| p4415_s | 1.24 | 0.20 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.20 | 0.10 | | | -2 | 2 | | -| 13| p4160_p | -2.15 | 0.15 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.10 | 0.47 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.0 | 2.0 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.08 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.460 | 0.022 | | | -2 | 2 | | -| 19| rho_s | 1.25 | 0.30 | | |0.0253049| 2.0747 | | -| 20| omega_s | 6.8 | 1.4 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.69 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.043 -0.014 0.035 -0.026 -0.002 0.056 0.055 -0.017 -0.026 0.003 0.017 -0.248 -0.028 0.183 -0.017 0.177 0.070 -0.036 0.130 0.085 -0.028 -0.002 -0.012 | -| Dbar_s | -0.043 1.000 0.563 -0.012 0.541 0.013 -0.433 0.722 0.849 0.872 0.058 -0.222 0.360 0.429 0.021 0.635 0.030 -0.260 0.006 -0.029 0.022 0.591 0.258 0.726 | -| p4040_p | -0.014 0.563 1.000 0.210 0.584 0.013 -0.436 0.249 0.443 0.613 0.034 -0.157 0.285 0.549 0.018 0.424 0.018 0.033 -0.020 -0.018 0.016 0.584 0.140 0.535 | -| p4415_p | 0.035 -0.012 0.210 1.000 0.181 0.011 -0.111 -0.089 -0.210 -0.046 0.084 -0.189 -0.140 0.381 0.007 0.038 -0.001 -0.065 0.031 -0.031 0.015 0.059 -0.068 0.056 | -| jpsi_p | -0.026 0.541 0.584 0.181 1.000 0.006 -0.381 0.209 0.431 0.690 0.007 -0.212 0.465 0.631 0.004 0.619 0.001 -0.251 -0.093 0.009 0.000 0.622 0.125 0.666 | -| omega_p | -0.002 0.013 0.013 0.011 0.006 1.000 -0.003 0.016 0.007 0.012 -0.029 -0.007 -0.030 0.012 0.107 0.010 0.114 0.003 0.030 -0.026 0.692 0.008 -0.001 0.013 | -| p4040_s | 0.056 -0.433 -0.436 -0.111 -0.381 -0.003 1.000 -0.131 -0.503 -0.539 -0.002 0.280 -0.293 -0.566 -0.007 -0.354 -0.019 0.209 -0.003 0.004 -0.007 -0.476 -0.165 -0.357 | -| Ctt | 0.055 0.722 0.249 -0.089 0.209 0.016 -0.131 1.000 0.667 0.633 0.058 -0.005 -0.136 0.089 0.024 0.548 0.011 -0.046 0.004 -0.033 0.019 0.386 0.185 0.455 | -| DDstar_p | -0.017 0.849 0.443 -0.210 0.431 0.007 -0.503 0.667 1.000 0.921 -0.032 -0.179 0.395 0.282 0.020 0.555 0.020 -0.335 -0.076 0.008 0.005 0.659 0.275 0.665 | -| Dbar_p | -0.026 0.872 0.613 -0.046 0.690 0.012 -0.539 0.633 0.921 1.000 -0.021 -0.224 0.470 0.516 0.027 0.707 0.028 -0.345 -0.077 0.005 0.009 0.788 0.254 0.800 | -| bplus_1 | 0.003 0.058 0.034 0.084 0.007 -0.029 -0.002 0.058 -0.032 -0.021 1.000 -0.090 -0.100 0.047 0.002 -0.000 -0.028 -0.001 -0.882 0.194 -0.091 -0.048 -0.060 -0.010 | -| p4415_s | 0.017 -0.222 -0.157 -0.189 -0.212 -0.007 0.280 -0.005 -0.179 -0.224 -0.090 1.000 -0.001 -0.223 -0.005 -0.148 -0.011 0.374 -0.056 0.032 -0.016 -0.219 -0.054 -0.182 | -| bplus_2 | -0.248 0.360 0.285 -0.140 0.465 -0.030 -0.293 -0.136 0.395 0.470 -0.100 -0.001 1.000 0.251 -0.018 0.318 0.027 -0.257 -0.142 0.090 -0.040 0.376 0.159 0.394 | -| p4160_p | -0.028 0.429 0.549 0.381 0.631 0.012 -0.566 0.089 0.282 0.516 0.047 -0.223 0.251 1.000 0.014 0.428 0.019 -0.235 0.011 -0.023 0.017 0.541 0.105 0.493 | -| phi_p | 0.183 0.021 0.018 0.007 0.004 0.107 -0.007 0.024 0.020 0.027 0.002 -0.005 -0.018 0.014 1.000 0.018 0.912 -0.000 -0.012 0.027 0.041 0.017 0.005 0.022 | -| psi2s_p | -0.017 0.635 0.424 0.038 0.619 0.010 -0.354 0.548 0.555 0.707 -0.000 -0.148 0.318 0.428 0.018 1.000 0.018 -0.250 -0.046 -0.002 0.009 0.595 0.156 0.469 | -| phi_s | 0.177 0.030 0.018 -0.001 0.001 0.114 -0.019 0.011 0.020 0.028 -0.028 -0.011 0.027 0.019 0.912 0.018 1.000 -0.016 0.027 0.002 0.067 0.019 0.003 0.021 | -| p4160_s | 0.070 -0.260 0.033 -0.065 -0.251 0.003 0.209 -0.046 -0.335 -0.345 -0.001 0.374 -0.257 -0.235 -0.000 -0.250 -0.016 1.000 -0.010 -0.005 -0.001 -0.278 -0.106 -0.240 | -| bplus_0 | -0.036 0.006 -0.020 0.031 -0.093 0.030 -0.003 0.004 -0.076 -0.077 -0.882 -0.056 -0.142 0.011 -0.012 -0.046 0.027 -0.010 1.000 -0.248 0.106 -0.047 -0.062 -0.052 | -| rho_s | 0.130 -0.029 -0.018 -0.031 0.009 -0.026 0.004 -0.033 0.008 0.005 0.194 0.032 0.090 -0.023 0.027 -0.002 0.002 -0.005 -0.248 1.000 -0.379 0.004 0.025 -0.009 | -| omega_s | 0.085 0.022 0.016 0.015 0.000 0.692 -0.007 0.019 0.005 0.009 -0.091 -0.016 -0.040 0.017 0.041 0.009 0.067 -0.001 0.106 -0.379 1.000 0.006 -0.008 0.013 | -| p3770_p | -0.028 0.591 0.584 0.059 0.622 0.008 -0.476 0.386 0.659 0.788 -0.048 -0.219 0.376 0.541 0.017 0.595 0.019 -0.278 -0.047 0.004 0.006 1.000 0.209 0.565 | -| DDstar_s | -0.002 0.258 0.140 -0.068 0.125 -0.001 -0.165 0.185 0.275 0.254 -0.060 -0.054 0.159 0.105 0.005 0.156 0.003 -0.106 -0.062 0.025 -0.008 0.209 1.000 0.205 | -| p3770_s | -0.012 0.726 0.535 0.056 0.666 0.013 -0.357 0.455 0.665 0.800 -0.010 -0.182 0.394 0.493 0.022 0.469 0.021 -0.240 -0.052 -0.009 0.013 0.565 0.205 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30564390173291756}), (, {'error': 0.5359694862526917}), (, {'error': 0.27050784732915556}), (, {'error': 0.18856390141877633}), (, {'error': 0.04560087287710601}), (, {'error': 0.28816185056608523}), (, {'error': 0.20277025129405302}), (, {'error': 0.2521883047146659}), (, {'error': 1.4453035462305972}), (, {'error': 1.8949090186566537}), (, {'error': 0.04132504192045228}), (, {'error': 0.2006433980386475}), (, {'error': 0.09502593931908465}), (, {'error': 0.1473200445867182}), (, {'error': 0.4746599603114299}), (, {'error': 0.04716626563717874}), (, {'error': 2.0170809972304173}), (, {'error': 0.18131806647238513}), (, {'error': 0.02180051992738008}), (, {'error': 0.304728986871927}), (, {'error': 1.3737956848065527}), (, {'error': 0.2037593155212376}), (, {'error': 0.06676778926565197}), (, {'error': 0.404189404163497})]) -Toy 22/25 -Time taken: 3 h, 18 min -Projected time left: 27 min -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1824 (1824 total) | -| EDM = 4.42E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297250.40880341176 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.55 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.72 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.68 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.79 | 0.21 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.05 | 0.14 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -3.1 | 1.0 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.994 | 0.022 | | | -2 | 2 | | -| 11| p4415_s | 1.08 | 0.17 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.12 | 0.07 | | | -2 | 2 | | -| 13| p4160_p | 4.13 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.36 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 1.96 | 0.19 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.475 | 0.017 | | | -2 | 2 | | -| 19| rho_s | 1.27 | 0.29 | | |0.0253049| 2.0747 | | -| 20| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | 3.33 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.30 | 0.09 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.90 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.029 -0.028 -0.040 -0.052 0.151 -0.030 0.074 0.072 -0.066 -0.062 -0.005 -0.166 -0.053 0.081 -0.041 0.085 -0.013 -0.056 0.106 -0.021 0.018 0.030 -0.002 | -| Dbar_s | -0.029 1.000 0.247 0.405 0.433 -0.037 0.370 -0.304 -0.549 0.535 0.134 0.154 -0.217 0.388 0.007 0.293 0.033 0.315 0.340 -0.091 0.000 -0.165 -0.230 0.114 | -| p4040_p | -0.028 0.247 1.000 0.512 0.538 -0.045 0.288 -0.338 -0.548 0.415 0.177 0.187 -0.212 0.539 0.010 0.307 0.036 0.535 0.397 -0.115 0.002 -0.010 -0.188 0.214 | -| p4415_p | -0.040 0.405 0.512 1.000 0.697 -0.068 0.476 -0.341 -0.794 0.703 0.250 0.162 -0.387 0.721 0.013 0.482 0.054 0.398 0.608 -0.171 0.002 -0.208 -0.295 0.290 | -| jpsi_p | -0.052 0.433 0.538 0.697 1.000 -0.065 0.576 -0.395 -0.833 0.667 0.269 0.203 -0.225 0.728 0.011 0.604 0.050 0.496 0.544 -0.155 0.005 -0.185 -0.315 0.413 | -| omega_p | 0.151 -0.037 -0.045 -0.068 -0.065 1.000 -0.052 0.032 0.082 -0.080 0.013 -0.013 0.043 -0.066 -0.002 -0.046 -0.014 -0.045 -0.099 0.503 -0.584 0.031 0.044 -0.021 | -| p4040_s | -0.030 0.370 0.288 0.476 0.576 -0.052 1.000 -0.106 -0.714 0.684 0.199 0.262 -0.270 0.351 0.012 0.411 0.042 0.416 0.465 -0.134 0.001 -0.310 -0.301 0.283 | -| Ctt | 0.074 -0.304 -0.338 -0.341 -0.395 0.032 -0.106 1.000 0.362 -0.364 -0.179 0.061 -0.303 -0.414 -0.003 -0.045 -0.048 -0.115 -0.174 0.040 0.002 0.140 0.118 -0.159 | -| DDstar_p | 0.072 -0.549 -0.548 -0.794 -0.833 0.082 -0.714 0.362 1.000 -0.936 -0.305 -0.289 0.387 -0.763 -0.013 -0.611 -0.074 -0.625 -0.723 0.195 -0.000 0.373 0.365 -0.323 | -| Dbar_p | -0.066 0.535 0.415 0.703 0.667 -0.080 0.684 -0.364 -0.936 1.000 0.277 0.292 -0.410 0.618 0.008 0.476 0.066 0.594 0.696 -0.187 0.002 -0.503 -0.323 0.167 | -| bplus_1 | -0.062 0.134 0.177 0.250 0.269 0.013 0.199 -0.179 -0.305 0.277 1.000 0.055 -0.049 0.248 0.003 0.184 0.016 0.166 -0.320 0.049 -0.008 -0.125 -0.157 0.089 | -| p4415_s | -0.005 0.154 0.187 0.162 0.203 -0.013 0.262 0.061 -0.289 0.292 0.055 1.000 -0.049 0.231 0.006 0.162 0.011 0.348 0.116 -0.037 -0.000 -0.155 -0.148 0.089 | -| bplus_2 | -0.166 -0.217 -0.212 -0.387 -0.225 0.043 -0.270 -0.303 0.387 -0.410 -0.049 -0.049 1.000 -0.305 -0.026 -0.196 0.031 -0.275 -0.530 0.202 -0.018 0.152 0.202 -0.071 | -| p4160_p | -0.053 0.388 0.539 0.721 0.728 -0.066 0.351 -0.414 -0.763 0.618 0.248 0.231 -0.305 1.000 0.011 0.495 0.057 0.433 0.576 -0.158 0.001 -0.111 -0.251 0.318 | -| phi_p | 0.081 0.007 0.010 0.013 0.011 -0.002 0.012 -0.003 -0.013 0.008 0.003 0.006 -0.026 0.011 1.000 0.010 0.545 0.012 0.000 -0.022 0.029 -0.005 -0.004 0.010 | -| psi2s_p | -0.041 0.293 0.307 0.482 0.604 -0.046 0.411 -0.045 -0.611 0.476 0.184 0.162 -0.196 0.495 0.010 1.000 0.043 0.334 0.408 -0.111 0.000 -0.091 -0.238 0.082 | -| phi_s | 0.085 0.033 0.036 0.054 0.050 -0.014 0.042 -0.048 -0.074 0.066 0.016 0.011 0.031 0.057 0.545 0.043 1.000 0.032 0.062 -0.032 0.001 -0.027 -0.033 0.013 | -| p4160_s | -0.013 0.315 0.535 0.398 0.496 -0.045 0.416 -0.115 -0.625 0.594 0.166 0.348 -0.275 0.433 0.012 0.334 0.032 1.000 0.409 -0.123 0.002 -0.238 -0.262 0.206 | -| bplus_0 | -0.056 0.340 0.397 0.608 0.544 -0.099 0.465 -0.174 -0.723 0.696 -0.320 0.116 -0.530 0.576 0.000 0.408 0.062 0.409 1.000 -0.244 0.006 -0.265 -0.371 0.185 | -| rho_s | 0.106 -0.091 -0.115 -0.171 -0.155 0.503 -0.134 0.040 0.195 -0.187 0.049 -0.037 0.202 -0.158 -0.022 -0.111 -0.032 -0.123 -0.244 1.000 -0.068 0.072 0.105 -0.064 | -| omega_s | -0.021 0.000 0.002 0.002 0.005 -0.584 0.001 0.002 -0.000 0.002 -0.008 -0.000 -0.018 0.001 0.029 0.000 0.001 0.002 0.006 -0.068 1.000 -0.001 -0.002 0.002 | -| p3770_p | 0.018 -0.165 -0.010 -0.208 -0.185 0.031 -0.310 0.140 0.373 -0.503 -0.125 -0.155 0.152 -0.111 -0.005 -0.091 -0.027 -0.238 -0.265 0.072 -0.001 1.000 0.194 -0.160 | -| DDstar_s | 0.030 -0.230 -0.188 -0.295 -0.315 0.044 -0.301 0.118 0.365 -0.323 -0.157 -0.148 0.202 -0.251 -0.004 -0.238 -0.033 -0.262 -0.371 0.105 -0.002 0.194 1.000 -0.105 | -| p3770_s | -0.002 0.114 0.214 0.290 0.413 -0.021 0.283 -0.159 -0.323 0.167 0.089 0.089 -0.071 0.318 0.010 0.082 0.013 0.206 0.185 -0.064 0.002 -0.160 -0.105 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29601773636934947}), (, {'error': 0.38841337134359255}), (, {'error': 0.2562108937813994}), (, {'error': 0.29786960006170915}), (, {'error': 0.04650074095285772}), (, {'error': 0.2197785483809751}), (, {'error': 0.21354222390318756}), (, {'error': 0.1413485585926446}), (, {'error': 7.7416224623767675}), (, {'error': 1.0227346170320826}), (, {'error': 0.022301159105860613}), (, {'error': 0.1735473772623644}), (, {'error': 0.07195059099014434}), (, {'error': 0.1636128959345342}), (, {'error': 0.19054848709413674}), (, {'error': 0.038725599388938825}), (, {'error': 0.9603579185365136}), (, {'error': 0.18727378362949743}), (, {'error': 0.016862957318826033}), (, {'error': 0.2945084657981506}), (, {'error': 4.0271373267660895}), (, {'error': 0.10998502248177289}), (, {'error': 0.09200607553370867}), (, {'error': 0.2356061212874705})]) -Toy 23/25 -Time taken: 3 h, 29 min -Projected time left: 18 min, 14 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1372 (1372 total) | -| EDM = 0.00167 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297189.2817953229 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 2 | p4040_p | -2.88 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.04 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.63 | 0.15 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.95 | 0.21 | | |0.00501244| 2.01499 | | -| 7 | Ctt | 0.17 | 0.11 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -5.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.976 | 0.024 | | | -2 | 2 | | -| 11| p4415_s | 1.26 | 0.21 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | -0.05 | 0.04 | | | -2 | 2 | | -| 13| p4160_p | 4.19 | 0.08 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 5.95 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.5 | 0.7 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.20 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | 0.481 | 0.012 | | | -2 | 2 | | -| 19| rho_s | 0.86 | 0.26 | | |0.0253049| 2.0747 | | -| 20| omega_s | 8.4 | 0.7 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -3.04 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | -0.30 | 0.31 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.89 | 0.19 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.024 0.034 0.042 0.055 -0.047 0.053 -0.039 -0.056 -0.056 -0.054 0.048 0.011 0.008 0.014 0.046 0.016 0.051 -0.057 -0.004 0.027 -0.031 -0.062 0.024 | -| Dbar_s | -0.024 1.000 -0.170 -0.196 -0.321 0.004 -0.288 0.235 0.244 0.352 0.342 -0.287 0.119 -0.007 -0.023 -0.277 0.003 -0.268 0.340 0.073 -0.003 0.101 0.397 -0.127 | -| p4040_p | 0.034 -0.170 1.000 0.435 0.532 -0.005 0.422 -0.365 -0.601 -0.471 -0.493 0.426 -0.175 0.178 0.035 0.406 -0.002 0.537 -0.490 -0.107 0.005 -0.122 -0.513 0.228 | -| p4415_p | 0.042 -0.196 0.435 1.000 0.618 -0.006 0.502 -0.402 -0.685 -0.592 -0.606 0.468 -0.177 0.298 0.042 0.517 -0.002 0.460 -0.604 -0.129 0.007 -0.208 -0.629 0.286 | -| jpsi_p | 0.055 -0.321 0.532 0.618 1.000 -0.011 0.739 -0.560 -0.892 -0.803 -0.800 0.647 -0.334 0.244 0.053 0.722 -0.007 0.687 -0.796 -0.173 0.006 -0.335 -0.852 0.387 | -| omega_p | -0.047 0.004 -0.005 -0.006 -0.011 1.000 -0.010 0.008 0.009 0.011 0.016 -0.010 0.023 0.001 0.017 -0.009 0.016 -0.009 0.019 0.290 0.388 0.007 0.014 -0.002 | -| p4040_s | 0.053 -0.288 0.422 0.502 0.739 -0.010 1.000 -0.408 -0.791 -0.776 -0.768 0.644 -0.311 0.011 0.052 0.637 -0.002 0.606 -0.763 -0.165 0.008 -0.375 -0.831 0.349 | -| Ctt | -0.039 0.235 -0.365 -0.402 -0.560 0.008 -0.408 1.000 0.531 0.603 0.548 -0.372 0.467 -0.195 -0.040 -0.356 0.002 -0.401 0.543 0.119 -0.005 0.246 0.591 -0.226 | -| DDstar_p | -0.056 0.244 -0.601 -0.685 -0.892 0.009 -0.791 0.531 1.000 0.888 0.855 -0.692 0.352 -0.308 -0.059 -0.774 -0.006 -0.743 0.852 0.184 -0.014 0.324 0.898 -0.418 | -| Dbar_p | -0.056 0.352 -0.471 -0.592 -0.803 0.011 -0.776 0.603 0.888 1.000 0.850 -0.712 0.289 -0.123 -0.056 -0.689 -0.001 -0.722 0.847 0.183 -0.011 0.400 0.928 -0.291 | -| bplus_1 | -0.054 0.342 -0.493 -0.606 -0.800 0.016 -0.768 0.548 0.855 0.850 1.000 -0.701 0.287 -0.128 -0.054 -0.696 -0.005 -0.723 0.843 0.197 -0.014 0.446 0.943 -0.309 | -| p4415_s | 0.048 -0.287 0.426 0.468 0.647 -0.010 0.644 -0.372 -0.692 -0.712 -0.701 1.000 -0.304 0.120 0.047 0.564 -0.003 0.660 -0.697 -0.152 0.007 -0.378 -0.774 0.262 | -| bplus_2 | 0.011 0.119 -0.175 -0.177 -0.334 0.023 -0.311 0.467 0.352 0.289 0.287 -0.304 1.000 -0.022 -0.005 -0.305 -0.062 -0.263 0.295 0.102 -0.038 0.188 0.361 -0.124 | -| p4160_p | 0.008 -0.007 0.178 0.298 0.244 0.001 0.011 -0.195 -0.308 -0.123 -0.128 0.120 -0.022 1.000 0.011 0.181 0.004 0.097 -0.128 -0.028 0.004 0.126 -0.100 0.153 | -| phi_p | 0.014 -0.023 0.035 0.042 0.053 0.017 0.052 -0.040 -0.059 -0.056 -0.054 0.047 -0.005 0.011 1.000 0.047 0.431 0.049 -0.053 0.005 -0.027 -0.029 -0.061 0.024 | -| psi2s_p | 0.046 -0.277 0.406 0.517 0.722 -0.009 0.637 -0.356 -0.774 -0.689 -0.696 0.564 -0.305 0.181 0.047 1.000 0.001 0.578 -0.693 -0.150 0.009 -0.301 -0.740 0.192 | -| phi_s | 0.016 0.003 -0.002 -0.002 -0.007 0.016 -0.002 0.002 -0.006 -0.001 -0.005 -0.003 -0.062 0.004 0.431 0.001 1.000 -0.005 -0.005 0.026 0.006 0.003 0.001 -0.005 | -| p4160_s | 0.051 -0.268 0.537 0.460 0.687 -0.009 0.606 -0.401 -0.743 -0.722 -0.723 0.660 -0.263 0.097 0.049 0.578 -0.005 1.000 -0.719 -0.155 0.006 -0.348 -0.785 0.295 | -| bplus_0 | -0.057 0.340 -0.490 -0.604 -0.796 0.019 -0.763 0.543 0.852 0.847 0.843 -0.697 0.295 -0.128 -0.053 -0.693 -0.005 -0.719 1.000 0.214 -0.015 0.445 0.939 -0.306 | -| rho_s | -0.004 0.073 -0.107 -0.129 -0.173 0.290 -0.165 0.119 0.184 0.183 0.197 -0.152 0.102 -0.028 0.005 -0.150 0.026 -0.155 0.214 1.000 -0.162 0.092 0.203 -0.069 | -| omega_s | 0.027 -0.003 0.005 0.007 0.006 0.388 0.008 -0.005 -0.014 -0.011 -0.014 0.007 -0.038 0.004 -0.027 0.009 0.006 0.006 -0.015 -0.162 1.000 -0.003 -0.011 0.002 | -| p3770_p | -0.031 0.101 -0.122 -0.208 -0.335 0.007 -0.375 0.246 0.324 0.400 0.446 -0.378 0.188 0.126 -0.029 -0.301 0.003 -0.348 0.445 0.092 -0.003 1.000 0.478 -0.263 | -| DDstar_s | -0.062 0.397 -0.513 -0.629 -0.852 0.014 -0.831 0.591 0.898 0.928 0.943 -0.774 0.361 -0.100 -0.061 -0.740 0.001 -0.785 0.939 0.203 -0.011 0.478 1.000 -0.330 | -| p3770_s | 0.024 -0.127 0.228 0.286 0.387 -0.002 0.349 -0.226 -0.418 -0.291 -0.309 0.262 -0.124 0.153 0.024 0.192 -0.005 0.295 -0.306 -0.069 0.002 -0.263 -0.330 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14918112938294925}), (, {'error': 0.0900801847974721}), (, {'error': 0.1700819263178659}), (, {'error': 0.17464459101298768}), (, {'error': 0.04219541818839234}), (, {'error': 0.15331226399177655}), (, {'error': 0.20975524792254646}), (, {'error': 0.10708295332814721}), (, {'error': 7.910726859045868}), (, {'error': 0.4656502858451601}), (, {'error': 0.02389119276753271}), (, {'error': 0.20687663488702912}), (, {'error': 0.04026423276102287}), (, {'error': 0.07855062552330594}), (, {'error': 0.15946207967858061}), (, {'error': 0.03712244544634924}), (, {'error': 0.7115179858014713}), (, {'error': 0.18136799034533202}), (, {'error': 0.01177995734586701}), (, {'error': 0.2649530182806508}), (, {'error': 0.7442824138743402}), (, {'error': 0.08766580003153113}), (, {'error': 0.3149039549711359}), (, {'error': 0.18818944530229853})]) -Toy 24/25 -Time taken: 3 h, 39 min -Projected time left: 9 min, 9 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=250 (250 total) | -| EDM = 8.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297108.84573795367 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.23 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_s | -0.16 | 0.31 | | | -0.3 | 0.3 | | -| 2 | p4040_p | 3.44 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.93 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.59 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.19 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.32 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | Ctt | -0.013 | 0.266 | | | -1.5 | 1.5 | | -| 8 | DDstar_p | -2.4 | 1.0 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -5.4 | 1.8 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.104 | 0.023 | | | -2 | 2 | | -| 11| p4415_s | 1.42 | 0.18 | | |0.126447 | 2.35355 | | -| 12| bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 13| p4160_p | -2.34 | 0.10 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.67 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.786 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p4160_s | 2.14 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| bplus_0 | -0.578 | 0.012 | | | -2 | 2 | | -| 19| rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 20| omega_s | 7.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 21| p3770_p | -2.86 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| DDstar_s | 0.20 | 0.45 | | | -0.3 | 0.3 | | -| 23| p3770_s | 2.38 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_s p4040_p p4415_p jpsi_p omega_p p4040_s Ctt DDstar_p Dbar_p bplus_1 p4415_s bplus_2 p4160_p phi_p psi2s_p phi_s p4160_s bplus_0 rho_s omega_s p3770_p DDstar_s p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.084 -0.018 -0.000 0.066 0.018 0.020 -0.057 -0.081 0.084 -0.048 0.027 -0.183 -0.009 -0.138 0.020 -0.065 0.007 -0.023 0.103 0.242 0.063 0.084 -0.014 | -| Dbar_s | 0.084 1.000 -0.313 -0.243 0.716 0.022 0.014 -0.860 -0.891 0.947 -0.318 0.261 -0.399 -0.105 0.009 0.251 -0.073 -0.250 -0.350 0.044 -0.025 0.822 0.909 -0.293 | -| p4040_p | -0.018 -0.313 1.000 0.248 -0.125 -0.006 -0.206 0.226 0.301 -0.388 0.086 -0.070 0.134 0.243 -0.004 -0.131 0.014 0.338 0.095 -0.014 0.006 -0.147 -0.390 0.163 | -| p4415_p | -0.000 -0.243 0.248 1.000 -0.089 -0.003 -0.173 0.194 0.174 -0.277 0.128 -0.164 -0.004 0.326 -0.004 -0.055 0.006 -0.066 0.129 -0.016 0.007 -0.143 -0.282 0.144 | -| jpsi_p | 0.066 0.716 -0.125 -0.089 1.000 0.013 0.014 -0.670 -0.685 0.621 -0.226 0.150 -0.205 0.054 -0.003 0.280 -0.072 -0.189 -0.260 0.027 -0.023 0.594 0.588 -0.089 | -| omega_p | 0.018 0.022 -0.006 -0.003 0.013 1.000 0.003 -0.017 -0.019 0.020 -0.010 0.007 -0.025 -0.002 -0.012 0.005 0.009 -0.002 -0.018 0.110 0.461 0.017 0.018 -0.004 | -| p4040_s | 0.020 0.014 -0.206 -0.173 0.014 0.003 1.000 0.109 -0.104 0.037 -0.001 0.120 -0.034 -0.428 -0.004 0.024 -0.015 -0.045 -0.007 -0.001 -0.000 -0.048 0.073 0.082 | -| Ctt | -0.057 -0.860 0.226 0.194 -0.670 -0.017 0.109 1.000 0.794 -0.866 0.294 -0.137 0.133 0.006 -0.007 -0.075 0.054 0.303 0.316 -0.041 0.020 -0.714 -0.778 0.259 | -| DDstar_p | -0.081 -0.891 0.301 0.174 -0.685 -0.019 -0.104 0.794 1.000 -0.894 0.122 -0.287 0.419 0.136 -0.008 -0.245 0.058 0.159 0.150 -0.016 0.012 -0.677 -0.876 0.302 | -| Dbar_p | 0.084 0.947 -0.388 -0.277 0.621 0.020 0.037 -0.866 -0.894 1.000 -0.321 0.270 -0.422 -0.183 0.006 0.175 -0.075 -0.239 -0.353 0.044 -0.026 0.764 0.874 -0.373 | -| bplus_1 | -0.048 -0.318 0.086 0.128 -0.226 -0.010 -0.001 0.294 0.122 -0.321 1.000 -0.139 -0.063 0.016 0.002 -0.081 0.031 0.074 -0.164 -0.031 0.010 -0.324 -0.146 0.039 | -| p4415_s | 0.027 0.261 -0.070 -0.164 0.150 0.007 0.120 -0.137 -0.287 0.270 -0.139 1.000 -0.048 -0.051 0.000 0.069 -0.027 0.181 -0.147 0.016 -0.009 0.171 0.291 -0.090 | -| bplus_2 | -0.183 -0.399 0.134 -0.004 -0.205 -0.025 -0.034 0.133 0.419 -0.422 -0.063 -0.048 1.000 0.039 0.022 -0.087 0.121 0.034 -0.061 -0.007 0.010 -0.325 -0.422 0.161 | -| p4160_p | -0.009 -0.105 0.243 0.326 0.054 -0.002 -0.428 0.006 0.136 -0.183 0.016 -0.051 0.039 1.000 0.001 -0.019 0.006 -0.067 0.023 -0.003 0.001 0.035 -0.254 0.132 | -| phi_p | -0.138 0.009 -0.004 -0.004 -0.003 -0.012 -0.004 -0.007 -0.008 0.006 0.002 0.000 0.022 0.001 1.000 0.003 0.585 -0.008 0.005 -0.015 -0.060 0.009 0.005 -0.004 | -| psi2s_p | 0.020 0.251 -0.131 -0.055 0.280 0.005 0.024 -0.075 -0.245 0.175 -0.081 0.069 -0.087 -0.019 0.003 1.000 -0.019 -0.100 -0.087 0.011 -0.007 0.231 0.184 -0.274 | -| phi_s | -0.065 -0.073 0.014 0.006 -0.072 0.009 -0.015 0.054 0.058 -0.075 0.031 -0.027 0.121 0.006 0.585 -0.019 1.000 -0.004 0.066 -0.049 0.003 -0.060 -0.064 0.008 | -| p4160_s | 0.007 -0.250 0.338 -0.066 -0.189 -0.002 -0.045 0.303 0.159 -0.239 0.074 0.181 0.034 -0.067 -0.008 -0.100 -0.004 1.000 0.075 -0.013 0.005 -0.218 -0.189 0.095 | -| bplus_0 | -0.023 -0.350 0.095 0.129 -0.260 -0.018 -0.007 0.316 0.150 -0.353 -0.164 -0.147 -0.061 0.023 0.005 -0.087 0.066 0.075 1.000 -0.111 0.043 -0.342 -0.175 0.053 | -| rho_s | 0.103 0.044 -0.014 -0.016 0.027 0.110 -0.001 -0.041 -0.016 0.044 -0.031 0.016 -0.007 -0.003 -0.015 0.011 -0.049 -0.013 -0.111 1.000 -0.286 0.042 0.018 -0.011 | -| omega_s | 0.242 -0.025 0.006 0.007 -0.023 0.461 -0.000 0.020 0.012 -0.026 0.010 -0.009 0.010 0.001 -0.060 -0.007 0.003 0.005 0.043 -0.286 1.000 -0.024 -0.014 0.004 | -| p3770_p | 0.063 0.822 -0.147 -0.143 0.594 0.017 -0.048 -0.714 -0.677 0.764 -0.324 0.171 -0.325 0.035 0.009 0.231 -0.060 -0.218 -0.342 0.042 -0.024 1.000 0.670 -0.308 | -| DDstar_s | 0.084 0.909 -0.390 -0.282 0.588 0.018 0.073 -0.778 -0.876 0.874 -0.146 0.291 -0.422 -0.254 0.005 0.184 -0.064 -0.189 -0.175 0.018 -0.014 0.670 1.000 -0.352 | -| p3770_s | -0.014 -0.293 0.163 0.144 -0.089 -0.004 0.082 0.259 0.302 -0.373 0.039 -0.090 0.161 0.132 -0.004 -0.274 0.008 0.095 0.053 -0.011 0.004 -0.308 -0.352 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.108971277079422}), (, {'error': 0.30790592300131703}), (, {'error': 0.14432240302222699}), (, {'error': 0.14433455994411482}), (, {'error': 0.03378127124066177}), (, {'error': 0.21820683760407888}), (, {'error': 0.1547108653092134}), (, {'error': 0.26594256549236983}), (, {'error': 1.0458195158762442}), (, {'error': 1.7879909987383271}), (, {'error': 0.02331396352163706}), (, {'error': 0.17823162006629578}), (, {'error': 0.08273741366848975}), (, {'error': 0.09886464995731203}), (, {'error': 0.16703739892012726}), (, {'error': 0.030925198173268775}), (, {'error': 0.9978607695311865}), (, {'error': 0.15752690990993556}), (, {'error': 0.012483291511433237}), (, {'error': 0.3524267684468625}), (, {'error': 0.9176312686964634}), (, {'error': 0.20452062954045114}), (, {'error': 0.4524299463272533}), (, {'error': 0.23145012117187158})]) -Toy 25/25 -Time taken: 3 h, 45 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.30903178222394373 -Mean Ctt error = 0.20003553015897677 -95 Sensitivy = 0.00033611939193825633 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247849.out b/finished fits/ff1data1/slurm-2247849.out deleted file mode 100644 index 0e87b6e..0000000 --- a/finished fits/ff1data1/slurm-2247849.out +++ /dev/null @@ -1,5547 +0,0 @@ -Simulation starting -2019-09-05 13:08:25.023641: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 13:08:25.442339: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 13:08:25.451216: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 13:08:25.530378: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 13:08:25.557960: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 13:08:25.652403: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 13:08:25.722875: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 13:08:25.800803: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 13:08:25.921338: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 13:08:25.930045: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 13:08:25.930655: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 13:08:25.960960: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 13:08:25.961435: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x562da0906ed0 executing computations on platform Host. Devices: -2019-09-05 13:08:25.961503: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 13:08:25.965729: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 13:08:25.965922: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 13:08:25.965953: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 13:08:25.965978: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 13:08:25.966003: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 13:08:25.966028: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 13:08:25.966052: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 13:08:25.966076: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 13:08:25.976529: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 13:08:25.976802: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 13:08:26.284938: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 13:08:26.285023: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 13:08:26.285039: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 13:08:26.296080: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:15:00.0, compute capability: 3.7) -2019-09-05 13:08:26.300279: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x562da0e63480 executing computations on platform CUDA. Devices: -2019-09-05 13:08:26.300374: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 13:08:31.548195 139824631670528 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 13:08:31.652102 139824631670528 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 13:08:32.729757 139824631670528 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 13:09:06.120329: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 13:09:18.031737 139824631670528 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306941.731474 Edm = 20.396 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306941.731474 Edm = 20.396 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300338.3478906 Edm = 20.4472 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298788.9385243 Edm = 289.517 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298713.5814914 Edm = 24645 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298633.8299283 Edm = 3.09385 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298487.5806222 Edm = 203.621 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298479.7557545 Edm = 4.59388 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298290.0585191 Edm = 37.9777 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298208.5608496 Edm = 3.88313 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298163.4640026 Edm = 23.8431 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297900.9966275 Edm = 85.1616 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297776.9490072 Edm = 19.0243 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297755.250911 Edm = 1.30269 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297735.1346313 Edm = 25.6315 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297711.5615711 Edm = 20.2991 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297531.1435281 Edm = 10.8354 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297524.8455927 Edm = 0.21163 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297524.5000902 Edm = 0.094276 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297523.373849 Edm = 1.06018 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297464.8903806 Edm = 45.0387 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297246.1067151 Edm = 4.11344 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297240.9985421 Edm = 2.7863 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297236.8796589 Edm = 5.76109 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297223.6435728 Edm = 3.39518 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297219.5822248 Edm = 0.965553 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297218.3666562 Edm = 0.119929 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297218.2083134 Edm = 0.0131625 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297218.0323069 Edm = 0.175357 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297214.1115768 Edm = 3.96123 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297213.9960701 Edm = 0.096157 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297204.7661533 Edm = 8.20351 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297204.5332268 Edm = 0.281133 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297187.6899856 Edm = 11.0172 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297152.1150979 Edm = 3.93044 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297148.2245004 Edm = 0.273782 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297147.934237 Edm = 0.0253611 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297147.9019893 Edm = 0.00895071 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297147.7460463 Edm = 0.147671 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297141.9944593 Edm = 4.59432 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297126.1964347 Edm = 8.57905 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297116.245774 Edm = 2.27489 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297113.1846295 Edm = 2.18548 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297111.2459816 Edm = 0.260348 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297111.002886 Edm = 0.0235543 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297110.979937 Edm = 0.00433265 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297110.9214834 Edm = 0.0310294 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297110.7856143 Edm = 0.0750111 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297108.4629453 Edm = 1.85672 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297094.0229999 Edm = 7.36388 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297077.7080819 Edm = 10.6807 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297070.1204027 Edm = 2.2923 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297068.8792233 Edm = 1.94202 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297067.6213893 Edm = 1.10914 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297065.1871846 Edm = 4.36145 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297063.4955565 Edm = 1.3738 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297056.6395069 Edm = 4.10404 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297048.0230083 Edm = 2.81382 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297044.7915406 Edm = 3.06483 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297043.3466338 Edm = 2.06552 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297041.5894793 Edm = 0.583686 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297040.4087447 Edm = 1.24533 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297039.583159 Edm = 0.461485 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297039.0485305 Edm = 0.246607 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297038.8594774 Edm = 0.0499737 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297038.7951496 Edm = 0.00323531 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297038.7901769 Edm = 0.00117762 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297038.758865 Edm = 0.0271995 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297037.9288894 Edm = 0.655218 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297031.639527 Edm = 1.05684 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297030.3133821 Edm = 0.0646661 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297030.2431025 Edm = 0.0174222 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297030.2314077 Edm = 0.00111264 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297030.2294143 Edm = 0.00025828 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297030.2284126 Edm = 0.000603463 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297030.1807423 Edm = 0.0467102 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297026.7414727 Edm = 0.659856 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297025.7170738 Edm = 0.316826 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297025.5839939 Edm = 0.426509 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297025.3565023 Edm = 0.157773 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297025.0559973 Edm = 0.0929178 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297024.9560308 Edm = 0.0668096 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297024.8091598 Edm = 0.0851662 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297024.5776595 Edm = 0.0222405 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297024.5526076 Edm = 0.00287802 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297024.5507324 Edm = 0.00168669 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297024.5467073 Edm = 0.0014985 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297024.5396827 Edm = 0.00441905 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297024.3873348 Edm = 0.149816 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297024.2922251 Edm = 0.0838066 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297023.3793046 Edm = 1.29413 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297021.6126065 Edm = 1.67251 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297013.425552 Edm = 2.35419 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297012.5965832 Edm = 4.89683 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297011.6238524 Edm = 0.40652 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297011.1869956 Edm = 0.122174 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297011.0319796 Edm = 0.0443242 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297010.9320909 Edm = 0.015016 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297010.9167637 Edm = 0.00639014 NCalls = 307 -VariableMetric: Iteration # 98 - FCN = 297010.9124257 Edm = 0.00107689 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297010.9096653 Edm = 0.00228422 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297010.8948048 Edm = 0.0165831 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297010.8879124 Edm = 0.00575158 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 297010.7936288 Edm = 0.0166252 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297010.777051 Edm = 0.0113423 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297010.7662584 Edm = 0.00448901 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297010.7562346 Edm = 0.00572452 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297010.7429127 Edm = 0.0104808 NCalls = 333 -VariableMetric: Iteration # 107 - FCN = 297010.7165503 Edm = 0.0255203 NCalls = 336 -VariableMetric: Iteration # 108 - FCN = 297010.7039062 Edm = 0.017017 NCalls = 338 -VariableMetric: Iteration # 109 - FCN = 297010.6828641 Edm = 0.00718658 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297010.6566629 Edm = 0.0249455 NCalls = 346 -VariableMetric: Iteration # 111 - FCN = 297010.6317097 Edm = 0.0316488 NCalls = 348 -VariableMetric: Iteration # 112 - FCN = 297010.5928266 Edm = 0.0142291 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297010.5735225 Edm = 0.026011 NCalls = 355 -VariableMetric: Iteration # 114 - FCN = 297010.5346719 Edm = 0.0443058 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297009.5497946 Edm = 2.24812 NCalls = 369 -VariableMetric: Iteration # 116 - FCN = 297009.5192533 Edm = 0.139993 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297009.4635563 Edm = 0.0110341 NCalls = 372 -VariableMetric: Iteration # 118 - FCN = 297009.3990959 Edm = 0.030786 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297009.0874333 Edm = 0.460873 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297008.9032944 Edm = 0.407439 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297008.2388639 Edm = 0.534997 NCalls = 387 -VariableMetric: Iteration # 122 - FCN = 297006.3212341 Edm = 0.653085 NCalls = 390 -VariableMetric: Iteration # 123 - FCN = 297004.586953 Edm = 0.984748 NCalls = 392 -VariableMetric: Iteration # 124 - FCN = 297003.4587577 Edm = 0.347363 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297003.3330814 Edm = 0.0931482 NCalls = 396 -VariableMetric: Iteration # 126 - FCN = 297003.2905168 Edm = 0.00600849 NCalls = 398 -VariableMetric: Iteration # 127 - FCN = 297003.2834764 Edm = 0.00162129 NCalls = 400 -VariableMetric: Iteration # 128 - FCN = 297003.2754743 Edm = 0.0062209 NCalls = 403 -VariableMetric: Iteration # 129 - FCN = 297003.199268 Edm = 0.015213 NCalls = 406 -VariableMetric: Iteration # 130 - FCN = 297003.1751911 Edm = 0.00132187 NCalls = 408 -VariableMetric: Iteration # 131 - FCN = 297003.17315 Edm = 0.00114322 NCalls = 410 -VariableMetric: Iteration # 132 - FCN = 297003.1715711 Edm = 0.000695436 NCalls = 412 -VariableMetric: Iteration # 133 - FCN = 297003.1704615 Edm = 0.000154123 NCalls = 414 -VariableMetric: Iteration # 134 - FCN = 297003.169918 Edm = 0.000221396 NCalls = 417 -VariableMetric: Iteration # 135 - FCN = 297003.1392186 Edm = 0.0519153 NCalls = 427 -VariableMetric: Iteration # 136 - FCN = 297003.1391458 Edm = 0.000441946 NCalls = 430 -VariableMetric: Iteration # 137 - FCN = 297003.1387422 Edm = 0.000195257 NCalls = 431 -VariableMetric: Iteration # 138 - FCN = 297003.1324353 Edm = 0.00485258 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297003.0099181 Edm = 0.209518 NCalls = 441 -VariableMetric: Iteration # 140 - FCN = 297002.9976151 Edm = 0.0228114 NCalls = 444 -VariableMetric: Iteration # 141 - FCN = 297002.8186059 Edm = 0.125581 NCalls = 449 -VariableMetric: Iteration # 142 - FCN = 297002.8100501 Edm = 0.0198283 NCalls = 451 -VariableMetric: Iteration # 143 - FCN = 297002.8024088 Edm = 0.0106496 NCalls = 452 -VariableMetric: Iteration # 144 - FCN = 297002.5745154 Edm = 0.192426 NCalls = 457 -VariableMetric: Iteration # 145 - FCN = 297001.404453 Edm = 0.460357 NCalls = 460 -VariableMetric: Iteration # 146 - FCN = 297000.9054476 Edm = 0.608828 NCalls = 463 -VariableMetric: Iteration # 147 - FCN = 297000.539666 Edm = 0.167417 NCalls = 465 -VariableMetric: Iteration # 148 - FCN = 297000.3672744 Edm = 0.0141221 NCalls = 467 -VariableMetric: Iteration # 149 - FCN = 297000.3565609 Edm = 0.00165334 NCalls = 469 -VariableMetric: Iteration # 150 - FCN = 297000.3553295 Edm = 9.61078e-05 NCalls = 471 -VariableMetric: Iteration # 151 - FCN = 297000.3550818 Edm = 0.000156737 NCalls = 473 -VariableMetric: Iteration # 152 - FCN = 297000.3509781 Edm = 0.00429721 NCalls = 477 -VariableMetric: Iteration # 153 - FCN = 297000.1689836 Edm = 0.102778 NCalls = 484 -VariableMetric: Iteration # 154 - FCN = 296999.7457439 Edm = 0.103809 NCalls = 487 -VariableMetric: Iteration # 155 - FCN = 296999.633657 Edm = 0.0211744 NCalls = 489 -VariableMetric: Iteration # 156 - FCN = 296999.6184458 Edm = 0.0131055 NCalls = 491 -VariableMetric: Iteration # 157 - FCN = 296999.5953965 Edm = 0.00887214 NCalls = 494 -VariableMetric: Iteration # 158 - FCN = 296999.5752977 Edm = 0.00615456 NCalls = 497 -VariableMetric: Iteration # 159 - FCN = 296999.561814 Edm = 0.0136395 NCalls = 500 -VariableMetric: Iteration # 160 - FCN = 296999.5448706 Edm = 0.033422 NCalls = 507 -VariableMetric: Iteration # 161 - FCN = 296999.4953568 Edm = 0.12418 NCalls = 510 -VariableMetric: Iteration # 162 - FCN = 296999.4866658 Edm = 0.0344069 NCalls = 513 -VariableMetric: Iteration # 163 - FCN = 296999.4758922 Edm = 0.0181717 NCalls = 515 -VariableMetric: Iteration # 164 - FCN = 296999.2833242 Edm = 0.12168 NCalls = 520 -VariableMetric: Iteration # 165 - FCN = 296999.2777141 Edm = 0.0105662 NCalls = 522 -VariableMetric: Iteration # 166 - FCN = 296999.194021 Edm = 0.0601884 NCalls = 526 -VariableMetric: Iteration # 167 - FCN = 296998.855374 Edm = 0.156377 NCalls = 529 -VariableMetric: Iteration # 168 - FCN = 296998.7601757 Edm = 0.0443047 NCalls = 531 -VariableMetric: Iteration # 169 - FCN = 296998.7109182 Edm = 0.00431975 NCalls = 534 -VariableMetric: Iteration # 170 - FCN = 296998.7061515 Edm = 0.000398372 NCalls = 536 -VariableMetric: Iteration # 171 - FCN = 296998.7056785 Edm = 0.000160383 NCalls = 538 -VariableMetric: Iteration # 172 - FCN = 296998.7046144 Edm = 0.000991034 NCalls = 541 -VariableMetric: Iteration # 173 - FCN = 296998.668854 Edm = 0.0358496 NCalls = 547 -VariableMetric: Iteration # 174 - FCN = 296998.6682974 Edm = 0.000384823 NCalls = 549 -VariableMetric: Iteration # 175 - FCN = 296998.6245637 Edm = 0.0353273 NCalls = 554 -VariableMetric: Iteration # 176 - FCN = 296998.1423908 Edm = 0.305074 NCalls = 558 -VariableMetric: Iteration # 177 - FCN = 296997.760362 Edm = 0.117306 NCalls = 562 -VariableMetric: Iteration # 178 - FCN = 296997.6435466 Edm = 0.0285274 NCalls = 564 -VariableMetric: Iteration # 179 - FCN = 296997.6113576 Edm = 0.0107291 NCalls = 567 -VariableMetric: Iteration # 180 - FCN = 296997.5950403 Edm = 0.00999052 NCalls = 569 -VariableMetric: Iteration # 181 - FCN = 296997.584439 Edm = 0.00439799 NCalls = 572 -VariableMetric: Iteration # 182 - FCN = 296997.5788664 Edm = 0.000278227 NCalls = 574 -VariableMetric: Iteration # 183 - FCN = 296997.5784998 Edm = 0.000127211 NCalls = 576 -VariableMetric: Iteration # 184 - FCN = 296997.5780997 Edm = 0.000333044 NCalls = 578 -VariableMetric: Iteration # 185 - FCN = 296997.5734657 Edm = 0.00395884 NCalls = 583 -VariableMetric: Iteration # 186 - FCN = 296997.5073511 Edm = 0.0810009 NCalls = 587 -VariableMetric: Iteration # 187 - FCN = 296997.1458341 Edm = 0.215783 NCalls = 595 -VariableMetric: Iteration # 188 - FCN = 296996.9362478 Edm = 0.090313 NCalls = 597 -VariableMetric: Iteration # 189 - FCN = 296996.8742817 Edm = 0.0164717 NCalls = 598 -VariableMetric: Iteration # 190 - FCN = 296996.8623164 Edm = 0.00234815 NCalls = 600 -VariableMetric: Iteration # 191 - FCN = 296996.8581504 Edm = 0.000415285 NCalls = 602 -VariableMetric: Iteration # 192 - FCN = 296996.85758 Edm = 2.31137e-05 NCalls = 604 -VariableMetric: After Hessian - FCN = 296996.85758 Edm = 0.977473 NCalls = 1085 -VariableMetric: Iteration # 193 - FCN = 296996.85758 Edm = 0.977473 NCalls = 1085 -VariableMetric: Iteration # 194 - FCN = 296996.7597804 Edm = 0.968811 NCalls = 1087 -VariableMetric: Iteration # 195 - FCN = 296996.5376431 Edm = 2.56896 NCalls = 1090 -VariableMetric: Iteration # 196 - FCN = 296996.1912534 Edm = 0.310671 NCalls = 1092 -VariableMetric: Iteration # 197 - FCN = 296995.7100879 Edm = 0.116909 NCalls = 1095 -VariableMetric: Iteration # 198 - FCN = 296995.5696412 Edm = 0.211139 NCalls = 1097 -VariableMetric: Iteration # 199 - FCN = 296995.4748667 Edm = 0.059352 NCalls = 1099 -VariableMetric: Iteration # 200 - FCN = 296995.4262473 Edm = 0.0661776 NCalls = 1102 -VariableMetric: Iteration # 201 - FCN = 296995.3575979 Edm = 0.0137334 NCalls = 1105 -VariableMetric: Iteration # 202 - FCN = 296995.3414498 Edm = 0.0113076 NCalls = 1107 -VariableMetric: Iteration # 203 - FCN = 296995.3271814 Edm = 0.0094665 NCalls = 1109 -VariableMetric: Iteration # 204 - FCN = 296995.3084789 Edm = 0.013324 NCalls = 1111 -VariableMetric: Iteration # 205 - FCN = 296995.2926997 Edm = 0.0102238 NCalls = 1113 -VariableMetric: Iteration # 206 - FCN = 296995.2599053 Edm = 0.0232012 NCalls = 1116 -VariableMetric: Iteration # 207 - FCN = 296995.2422178 Edm = 0.0119659 NCalls = 1119 -VariableMetric: Iteration # 208 - FCN = 296995.2325429 Edm = 0.00276063 NCalls = 1121 -VariableMetric: Iteration # 209 - FCN = 296995.2296275 Edm = 0.00200338 NCalls = 1123 -VariableMetric: Iteration # 210 - FCN = 296995.2274338 Edm = 0.00144038 NCalls = 1125 -VariableMetric: Iteration # 211 - FCN = 296995.2239338 Edm = 0.00196102 NCalls = 1129 -VariableMetric: Iteration # 212 - FCN = 296995.2163366 Edm = 0.00326575 NCalls = 1133 -VariableMetric: Iteration # 213 - FCN = 296995.209988 Edm = 0.00571064 NCalls = 1136 -VariableMetric: Iteration # 214 - FCN = 296995.2057683 Edm = 0.00156828 NCalls = 1138 -VariableMetric: Iteration # 215 - FCN = 296995.2036459 Edm = 0.000175329 NCalls = 1140 -VariableMetric: Iteration # 216 - FCN = 296995.2034078 Edm = 5.99609e-05 NCalls = 1142 -VariableMetric: After Hessian - FCN = 296995.2034078 Edm = 0.0683927 NCalls = 1623 -VariableMetric: Iteration # 217 - FCN = 296995.2034078 Edm = 0.0683927 NCalls = 1623 -VariableMetric: Iteration # 218 - FCN = 296995.2018583 Edm = 0.00564389 NCalls = 1626 -VariableMetric: Iteration # 219 - FCN = 296995.1927132 Edm = 0.00872622 NCalls = 1628 -VariableMetric: Iteration # 220 - FCN = 296995.1882993 Edm = 0.00326543 NCalls = 1630 -VariableMetric: Iteration # 221 - FCN = 296995.1801731 Edm = 0.00224245 NCalls = 1634 -VariableMetric: Iteration # 222 - FCN = 296995.17822 Edm = 0.00131426 NCalls = 1637 -VariableMetric: Iteration # 223 - FCN = 296995.1742329 Edm = 0.00145948 NCalls = 1640 -VariableMetric: Iteration # 224 - FCN = 296995.1709761 Edm = 0.00344971 NCalls = 1642 -VariableMetric: Iteration # 225 - FCN = 296995.1684414 Edm = 0.0014952 NCalls = 1645 -VariableMetric: Iteration # 226 - FCN = 296995.1664262 Edm = 0.00101847 NCalls = 1649 -VariableMetric: Iteration # 227 - FCN = 296995.1645341 Edm = 0.00181453 NCalls = 1652 -VariableMetric: Iteration # 228 - FCN = 296995.1621678 Edm = 0.00208182 NCalls = 1655 -VariableMetric: Iteration # 229 - FCN = 296995.1592273 Edm = 0.00206779 NCalls = 1658 -VariableMetric: Iteration # 230 - FCN = 296995.156413 Edm = 0.000868813 NCalls = 1661 -VariableMetric: Iteration # 231 - FCN = 296995.1554316 Edm = 0.000737245 NCalls = 1664 -VariableMetric: Iteration # 232 - FCN = 296995.1546454 Edm = 0.000386214 NCalls = 1666 -VariableMetric: Iteration # 233 - FCN = 296995.1538906 Edm = 0.000532429 NCalls = 1668 -VariableMetric: Iteration # 234 - FCN = 296995.1527301 Edm = 0.000600651 NCalls = 1671 -VariableMetric: Iteration # 235 - FCN = 296995.1520951 Edm = 0.000617729 NCalls = 1673 -VariableMetric: Iteration # 236 - FCN = 296995.1510437 Edm = 0.000382367 NCalls = 1676 -VariableMetric: Iteration # 237 - FCN = 296995.1501775 Edm = 0.000387914 NCalls = 1678 -VariableMetric: Iteration # 238 - FCN = 296995.1498729 Edm = 0.00034073 NCalls = 1680 -VariableMetric: Iteration # 239 - FCN = 296995.1492673 Edm = 0.000146394 NCalls = 1682 -VariableMetric: Iteration # 240 - FCN = 296995.149011 Edm = 0.000189993 NCalls = 1685 -VariableMetric: Iteration # 241 - FCN = 296995.1487761 Edm = 8.23719e-05 NCalls = 1687 -VariableMetric: Iteration # 242 - FCN = 296995.1486182 Edm = 6.5895e-05 NCalls = 1690 -VariableMetric: Iteration # 243 - FCN = 296995.1485084 Edm = 4.53243e-05 NCalls = 1692 -VariableMetric: After Hessian - FCN = 296995.1485084 Edm = 5.8511e-05 NCalls = 2181 -VariableMetric: Iteration # 244 - FCN = 296995.1485084 Edm = 5.8511e-05 NCalls = 2181 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306601.7718668 Edm = 129.629 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306601.7718668 Edm = 129.629 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304477.7364085 Edm = 6.82041 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 304467.0450938 Edm = 33.7422 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299594.5054388 Edm = 17.0633 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299281.0997209 Edm = 6.76905 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298253.4891971 Edm = 80.1846 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298174.5229332 Edm = 238.561 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297915.824005 Edm = 11.1574 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297908.4531354 Edm = 0.207038 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297905.6570229 Edm = 1.81295 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297760.8372259 Edm = 13.162 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297743.3379879 Edm = 0.535479 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297742.9283813 Edm = 0.0179184 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297742.8212416 Edm = 0.0987185 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297718.1561214 Edm = 2.45114 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297672.4574663 Edm = 4.58036 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297662.3104703 Edm = 0.651752 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297661.5058417 Edm = 0.095577 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297661.2042802 Edm = 0.235451 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297642.6253638 Edm = 11.6616 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297598.356502 Edm = 1.86695 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297595.6006213 Edm = 0.0824501 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297595.458605 Edm = 0.0225443 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297595.4159113 Edm = 0.00938651 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297594.8992982 Edm = 0.40341 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297579.3752839 Edm = 7.0802 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297565.5940995 Edm = 3.02726 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297563.7908774 Edm = 0.371118 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297563.413498 Edm = 0.0897281 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297563.0969289 Edm = 0.0962701 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297558.9848012 Edm = 5.78959 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297558.8598267 Edm = 0.88961 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297554.2860941 Edm = 1.11996 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297552.8935165 Edm = 0.07484 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297552.8103148 Edm = 0.0130888 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297552.7958232 Edm = 0.0130404 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297552.7707258 Edm = 0.0210278 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297551.0009994 Edm = 1.82009 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297550.9090291 Edm = 0.0880121 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297542.4761709 Edm = 0.286377 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297521.6099317 Edm = 6.03904 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297516.7115802 Edm = 0.596519 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297515.995244 Edm = 0.0218345 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297515.9683729 Edm = 0.00322788 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297515.9587755 Edm = 0.00466065 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297515.452123 Edm = 0.464484 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297503.6219123 Edm = 1.19986 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297502.5436862 Edm = 0.0123128 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297502.5313828 Edm = 0.000567143 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297502.5289503 Edm = 0.00215216 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297502.3092831 Edm = 0.19759 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297497.574666 Edm = 1.44217 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297495.5764292 Edm = 0.0787065 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297495.5105969 Edm = 0.00303507 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297495.5064167 Edm = 0.000552384 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297495.5046563 Edm = 0.00131794 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297495.4600696 Edm = 0.0494622 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297495.1859708 Edm = 0.247337 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297491.8841981 Edm = 0.235458 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297491.70981 Edm = 0.0492068 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297491.6422937 Edm = 0.00465824 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297491.6369114 Edm = 0.000392555 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297491.6317865 Edm = 0.00495136 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297491.3487802 Edm = 0.320857 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297491.3466441 Edm = 0.00135944 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297491.2936693 Edm = 0.0554804 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297491.1696831 Edm = 0.125127 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297490.998181 Edm = 0.386402 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297490.9083516 Edm = 0.200999 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297488.9009307 Edm = 3.15299 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297488.6740181 Edm = 0.486133 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297488.0127481 Edm = 0.801109 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297485.837344 Edm = 0.807773 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297483.2111921 Edm = 2.35599 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297481.2199749 Edm = 1.22478 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297480.109999 Edm = 0.743045 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297478.0653921 Edm = 2.48656 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297475.3948846 Edm = 5.86362 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297472.3101628 Edm = 2.66802 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297471.5182705 Edm = 1.0115 NCalls = 283 -VariableMetric: Iteration # 80 - FCN = 297468.892589 Edm = 0.309649 NCalls = 286 -VariableMetric: Iteration # 81 - FCN = 297468.6477693 Edm = 0.0138692 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297468.6368452 Edm = 0.00672605 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297468.628107 Edm = 0.00393928 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297468.6053679 Edm = 0.0130681 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297468.1952374 Edm = 0.310453 NCalls = 299 -VariableMetric: Iteration # 86 - FCN = 297464.2908417 Edm = 4.6954 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297459.1054963 Edm = 1.29018 NCalls = 307 -VariableMetric: Iteration # 88 - FCN = 297457.1670797 Edm = 0.11425 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297457.0743025 Edm = 0.00168386 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297457.0727421 Edm = 0.000144118 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297457.0723903 Edm = 0.000166694 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297457.0708516 Edm = 0.00132452 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297457.0397209 Edm = 0.0313532 NCalls = 322 -VariableMetric: Iteration # 94 - FCN = 297456.3021727 Edm = 0.201634 NCalls = 329 -VariableMetric: Iteration # 95 - FCN = 297456.0216459 Edm = 0.00983819 NCalls = 331 -VariableMetric: Iteration # 96 - FCN = 297456.0090115 Edm = 0.00137793 NCalls = 333 -VariableMetric: Iteration # 97 - FCN = 297456.0079713 Edm = 0.000159123 NCalls = 335 -VariableMetric: Iteration # 98 - FCN = 297456.0078195 Edm = 2.0405e-05 NCalls = 337 -VariableMetric: After Hessian - FCN = 297456.0078195 Edm = 1.56317 NCalls = 814 -VariableMetric: Iteration # 99 - FCN = 297456.0078195 Edm = 1.56317 NCalls = 814 -VariableMetric: Iteration # 100 - FCN = 297454.7243426 Edm = 3.04114 NCalls = 822 -VariableMetric: Iteration # 101 - FCN = 297454.6838554 Edm = 3.0727 NCalls = 825 -VariableMetric: Iteration # 102 - FCN = 297452.9041398 Edm = 46.3969 NCalls = 828 -VariableMetric: Iteration # 103 - FCN = 297452.7041769 Edm = 2.65313 NCalls = 831 -VariableMetric: Iteration # 104 - FCN = 297452.4496937 Edm = 0.606389 NCalls = 833 -VariableMetric: Iteration # 105 - FCN = 297452.3316176 Edm = 0.205969 NCalls = 835 -VariableMetric: Iteration # 106 - FCN = 297452.2462648 Edm = 0.203287 NCalls = 837 -VariableMetric: Iteration # 107 - FCN = 297452.1397567 Edm = 0.152141 NCalls = 839 -VariableMetric: Iteration # 108 - FCN = 297452.073068 Edm = 0.0541912 NCalls = 841 -VariableMetric: Iteration # 109 - FCN = 297452.04669 Edm = 0.0267291 NCalls = 843 -VariableMetric: Iteration # 110 - FCN = 297452.0358443 Edm = 0.00550698 NCalls = 845 -VariableMetric: Iteration # 111 - FCN = 297452.0342759 Edm = 0.00163577 NCalls = 847 -VariableMetric: Iteration # 112 - FCN = 297452.0336891 Edm = 0.000400594 NCalls = 849 -VariableMetric: Iteration # 113 - FCN = 297452.0334068 Edm = 0.000570087 NCalls = 850 -VariableMetric: Iteration # 114 - FCN = 297452.0321658 Edm = 0.00221363 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297452.028974 Edm = 0.00574046 NCalls = 857 -VariableMetric: Iteration # 116 - FCN = 297452.0137334 Edm = 0.0188132 NCalls = 862 -VariableMetric: Iteration # 117 - FCN = 297451.9977318 Edm = 0.00648493 NCalls = 867 -VariableMetric: Iteration # 118 - FCN = 297451.9930727 Edm = 0.00400274 NCalls = 869 -VariableMetric: Iteration # 119 - FCN = 297451.9910046 Edm = 0.000386574 NCalls = 871 -VariableMetric: Iteration # 120 - FCN = 297451.9907949 Edm = 1.30316e-05 NCalls = 873 -VariableMetric: After Hessian - FCN = 297451.9907949 Edm = 9.2186e-06 NCalls = 1362 -VariableMetric: Iteration # 121 - FCN = 297451.9907949 Edm = 9.2186e-06 NCalls = 1362 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319612.2945017 Edm = 29.1533 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319612.2945017 Edm = 29.1533 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299700.8966733 Edm = 10.8545 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299643.0643991 Edm = 38.3169 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299376.6321523 Edm = 281.675 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299014.1275158 Edm = 61.9197 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298821.1509587 Edm = 20.765 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298796.5273664 Edm = 3.73075 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298786.6605174 Edm = 2.99045 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298720.7553533 Edm = 47.2716 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298276.4616233 Edm = 78.3029 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297844.9948402 Edm = 95.1041 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297768.6562163 Edm = 29.8192 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297743.7138217 Edm = 0.421972 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297743.2654417 Edm = 0.102648 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297742.7581721 Edm = 0.364888 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297627.7747555 Edm = 41.0148 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297562.5321955 Edm = 2.84587 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297560.1601907 Edm = 1.40861 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297558.4529957 Edm = 0.144637 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297558.2846866 Edm = 0.0530313 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297557.4038235 Edm = 0.797846 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297535.2071615 Edm = 13.4383 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297506.7900153 Edm = 0.699149 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297506.0364063 Edm = 0.0191503 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297505.8640337 Edm = 0.216298 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297499.7790565 Edm = 5.10285 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297439.9521285 Edm = 2.60156 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297437.6800673 Edm = 0.200622 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297437.472269 Edm = 0.0151634 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297437.4297575 Edm = 0.028448 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297436.8807935 Edm = 0.661121 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297424.6039164 Edm = 5.99114 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297368.6039169 Edm = 25.1003 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297338.1628707 Edm = 5.57775 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297332.551257 Edm = 0.910495 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297331.1961355 Edm = 0.228305 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297330.8187827 Edm = 0.017588 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297330.7934304 Edm = 0.0023925 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297330.7868018 Edm = 0.00270879 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297330.7452849 Edm = 0.0277581 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297330.102999 Edm = 0.495944 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297318.1753991 Edm = 2.16638 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297314.7597962 Edm = 0.114317 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297314.6406703 Edm = 0.0034349 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297314.636433 Edm = 0.000772581 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297314.6348425 Edm = 0.00118541 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297314.6174922 Edm = 0.0176145 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297313.8328221 Edm = 0.107649 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297310.8460896 Edm = 1.30463 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297307.9533614 Edm = 2.75325 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297306.3091183 Edm = 1.75856 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297304.6520609 Edm = 0.584729 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297303.815765 Edm = 0.480979 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297303.2412203 Edm = 0.441677 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297302.5394631 Edm = 0.224907 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297302.2100918 Edm = 0.165797 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297302.0539288 Edm = 0.165797 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297301.9185167 Edm = 0.0912659 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297301.7765545 Edm = 0.0773345 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297301.7111379 Edm = 0.0847682 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297301.6055485 Edm = 0.123626 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297301.3856648 Edm = 0.0715479 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297301.26813 Edm = 0.088661 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297301.1998794 Edm = 0.182461 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297301.1358687 Edm = 0.0258405 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297301.1022297 Edm = 0.00876037 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297301.0952707 Edm = 0.00397152 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297301.0863777 Edm = 0.00518995 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297301.0347348 Edm = 0.0311122 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297300.5978789 Edm = 0.379171 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297295.7360397 Edm = 4.93686 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297292.6275735 Edm = 7.02522 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297289.6374813 Edm = 1.31354 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297287.9548746 Edm = 0.26685 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297287.8658188 Edm = 0.0227601 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297287.849504 Edm = 0.000452437 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297287.849102 Edm = 0.000114052 NCalls = 236 -VariableMetric: Iteration # 77 - FCN = 297287.848729 Edm = 0.000343046 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297287.8428924 Edm = 0.00878973 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297287.7202542 Edm = 0.0187744 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297286.8361533 Edm = 0.465653 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297285.0347576 Edm = 0.114668 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297284.8887213 Edm = 0.00233295 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297284.8860569 Edm = 0.000175109 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297284.8857107 Edm = 0.000134386 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297284.8846809 Edm = 0.00107686 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297284.8207855 Edm = 0.0615235 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297283.6010595 Edm = 0.0673965 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297283.5282573 Edm = 0.000393216 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297283.5277866 Edm = 4.34407e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297283.5277866 Edm = 7064.69 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297283.5277866 Edm = 7064.69 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297280.0765158 Edm = 10500.2 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297279.0333799 Edm = 61137.9 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297278.9604439 Edm = 1325.29 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297278.7115709 Edm = 4706.58 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297278.5264519 Edm = 229.639 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297278.393901 Edm = 106.162 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297277.1267515 Edm = 790.567 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297276.1497899 Edm = 800.1 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297275.5144125 Edm = 188.839 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297274.9624145 Edm = 105.762 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297274.6529271 Edm = 69.9482 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297274.423867 Edm = 85.8442 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297273.3842632 Edm = 80.1666 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297272.2178589 Edm = 52.4302 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297270.3341742 Edm = 14.4751 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297269.454834 Edm = 110.345 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297268.635435 Edm = 9.60067 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297266.9158573 Edm = 12.6107 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297266.0510758 Edm = 6.51431 NCalls = 822 -VariableMetric: Iteration # 110 - FCN = 297265.5046756 Edm = 3.94704 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297264.8692856 Edm = 2.96848 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297264.0137491 Edm = 5.43942 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 297262.9672538 Edm = 2.59643 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297262.5126238 Edm = 6.80533 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297262.0882169 Edm = 2.80489 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297260.7517243 Edm = 1.8493 NCalls = 836 -VariableMetric: Iteration # 117 - FCN = 297260.262192 Edm = 2.87733 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297259.6221516 Edm = 0.700869 NCalls = 841 -VariableMetric: Iteration # 119 - FCN = 297258.9890306 Edm = 0.463896 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297258.8187943 Edm = 0.808457 NCalls = 846 -VariableMetric: Iteration # 121 - FCN = 297258.5996211 Edm = 0.295996 NCalls = 848 -VariableMetric: Iteration # 122 - FCN = 297258.3411136 Edm = 0.338736 NCalls = 850 -VariableMetric: Iteration # 123 - FCN = 297258.0890319 Edm = 0.298972 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297257.7979433 Edm = 0.568145 NCalls = 856 -VariableMetric: Iteration # 125 - FCN = 297257.2849207 Edm = 0.267089 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297257.0117669 Edm = 0.0968227 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297256.9036768 Edm = 0.0630774 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297256.8439687 Edm = 0.066101 NCalls = 867 -VariableMetric: Iteration # 129 - FCN = 297256.7856202 Edm = 0.0243175 NCalls = 870 -VariableMetric: Iteration # 130 - FCN = 297256.7598721 Edm = 0.0178217 NCalls = 871 -VariableMetric: Iteration # 131 - FCN = 297256.7441378 Edm = 0.00761249 NCalls = 873 -VariableMetric: Iteration # 132 - FCN = 297256.730679 Edm = 0.00739009 NCalls = 875 -VariableMetric: Iteration # 133 - FCN = 297256.7092254 Edm = 0.00757533 NCalls = 877 -VariableMetric: Iteration # 134 - FCN = 297256.6963757 Edm = 0.0027041 NCalls = 879 -VariableMetric: Iteration # 135 - FCN = 297256.6926533 Edm = 0.00127213 NCalls = 881 -VariableMetric: Iteration # 136 - FCN = 297256.6885351 Edm = 0.00106523 NCalls = 883 -VariableMetric: Iteration # 137 - FCN = 297256.6871628 Edm = 0.000147649 NCalls = 885 -VariableMetric: Iteration # 138 - FCN = 297256.6869484 Edm = 8.43583e-05 NCalls = 887 -VariableMetric: Iteration # 139 - FCN = 297256.6867869 Edm = 7.70134e-05 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297256.6866084 Edm = 5.96345e-05 NCalls = 891 -VariableMetric: Iteration # 141 - FCN = 297256.6864706 Edm = 3.29479e-05 NCalls = 893 -VariableMetric: After Hessian - FCN = 297256.6864706 Edm = 0.00812204 NCalls = 1388 -VariableMetric: Iteration # 142 - FCN = 297256.6864706 Edm = 0.00812204 NCalls = 1388 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319952.8561934 Edm = 63.4519 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319952.8561934 Edm = 63.4519 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303020.3101625 Edm = 8.3317 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301942.3505383 Edm = 44.9826 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 301900.1275757 Edm = 17.0374 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301671.3985167 Edm = 200.188 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301072.9961507 Edm = 6.21417 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 300989.1936168 Edm = 51.6514 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 300266.4645361 Edm = 652.964 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 300232.3509862 Edm = 109.287 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 299724.919335 Edm = 226.412 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298847.3067708 Edm = 146.583 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298542.1135425 Edm = 334.746 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297764.580668 Edm = 101.573 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297619.0153003 Edm = 25.1427 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297611.7261491 Edm = 5.05933 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297605.3561969 Edm = 0.180331 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297605.1734643 Edm = 0.0574344 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297600.2480204 Edm = 4.4331 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297473.1413474 Edm = 34.461 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297447.6348607 Edm = 32.4666 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297430.0320923 Edm = 2.17328 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297421.5851982 Edm = 1.37113 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297418.8899648 Edm = 1.74374 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297413.0855539 Edm = 3.10365 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297412.7820304 Edm = 1.7212 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 297408.4824145 Edm = 2.24587 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297401.7578653 Edm = 5.83201 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297395.1850986 Edm = 0.0683128 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297395.1139553 Edm = 0.0117553 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297395.0527171 Edm = 0.0739108 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297392.4785862 Edm = 2.49921 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297372.27142 Edm = 5.08559 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297368.7452722 Edm = 0.638198 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297367.842611 Edm = 0.263013 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297367.3181544 Edm = 0.024453 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297367.2745132 Edm = 0.00803334 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297367.2431466 Edm = 0.0247333 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297367.0357701 Edm = 0.199417 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297361.1997125 Edm = 2.3881 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297354.4460905 Edm = 2.39152 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297347.3965813 Edm = 5.17379 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297344.1037328 Edm = 2.76181 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297340.6409244 Edm = 2.48823 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297339.8838562 Edm = 0.782429 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297339.0991594 Edm = 1.11235 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297338.0211372 Edm = 0.263496 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297337.8180448 Edm = 0.0334168 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297337.7732126 Edm = 0.00707056 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297337.7351113 Edm = 0.0329227 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297337.6139087 Edm = 0.0362064 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297337.5732689 Edm = 0.00554297 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297337.5494894 Edm = 0.0211098 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297333.996052 Edm = 5.67411 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297333.9854312 Edm = 0.00756588 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297333.9639769 Edm = 0.0258247 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297333.6282238 Edm = 0.428416 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297333.5377243 Edm = 0.0861863 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297332.3436482 Edm = 0.987765 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297323.5384447 Edm = 6.46901 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297319.2096724 Edm = 4.00675 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297313.7382269 Edm = 0.96486 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297312.6219236 Edm = 0.601152 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297311.7809506 Edm = 0.362071 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297311.5678045 Edm = 0.0801006 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297311.4423955 Edm = 0.037115 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297311.1661482 Edm = 0.126277 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297310.9680819 Edm = 0.0627009 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297310.9369024 Edm = 0.00186975 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297310.934041 Edm = 0.00126648 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297310.9169873 Edm = 0.00991829 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297310.8776902 Edm = 0.014048 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297310.607811 Edm = 0.252743 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297310.1787463 Edm = 0.489192 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297308.4710414 Edm = 3.09548 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297306.4485696 Edm = 0.991344 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297304.6918606 Edm = 0.322729 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297303.6472673 Edm = 0.103294 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297303.5621146 Edm = 0.026507 NCalls = 272 -VariableMetric: Iteration # 78 - FCN = 297303.5200034 Edm = 0.0103156 NCalls = 274 -VariableMetric: Iteration # 79 - FCN = 297303.4963734 Edm = 0.0052454 NCalls = 276 -VariableMetric: Iteration # 80 - FCN = 297303.4909635 Edm = 0.000893126 NCalls = 278 -VariableMetric: Iteration # 81 - FCN = 297303.4895855 Edm = 0.000769929 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297303.4859615 Edm = 0.00424529 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297303.3412753 Edm = 0.115842 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297300.3644547 Edm = 5.93794 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297300.1003374 Edm = 0.636455 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297298.1234749 Edm = 1.82705 NCalls = 301 -VariableMetric: Iteration # 87 - FCN = 297291.5584923 Edm = 0.407866 NCalls = 305 -VariableMetric: Iteration # 88 - FCN = 297291.0319086 Edm = 0.254111 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297290.8128582 Edm = 0.184213 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297289.9531033 Edm = 0.492128 NCalls = 314 -VariableMetric: Iteration # 91 - FCN = 297287.9764219 Edm = 0.605216 NCalls = 320 -VariableMetric: Iteration # 92 - FCN = 297287.308491 Edm = 0.46702 NCalls = 321 -VariableMetric: Iteration # 93 - FCN = 297287.2005022 Edm = 0.0774102 NCalls = 323 -VariableMetric: Iteration # 94 - FCN = 297287.1336629 Edm = 0.0124095 NCalls = 325 -VariableMetric: Iteration # 95 - FCN = 297287.1158996 Edm = 0.00910494 NCalls = 327 -VariableMetric: Iteration # 96 - FCN = 297287.0936113 Edm = 0.0138788 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297287.0681058 Edm = 0.00375172 NCalls = 333 -VariableMetric: Iteration # 98 - FCN = 297287.0629913 Edm = 0.00123025 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297287.0606399 Edm = 0.00221542 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297287.0552665 Edm = 0.00439875 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297287.0332591 Edm = 0.0161353 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297286.9416255 Edm = 0.21652 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297286.889722 Edm = 0.0572153 NCalls = 350 -VariableMetric: Iteration # 104 - FCN = 297284.7241665 Edm = 10.8511 NCalls = 358 -VariableMetric: Iteration # 105 - FCN = 297284.6757404 Edm = 0.103986 NCalls = 361 -VariableMetric: Iteration # 106 - FCN = 297284.5986215 Edm = 0.0545124 NCalls = 363 -VariableMetric: Iteration # 107 - FCN = 297284.3408487 Edm = 0.430112 NCalls = 367 -VariableMetric: Iteration # 108 - FCN = 297283.7062123 Edm = 0.640644 NCalls = 371 -VariableMetric: Iteration # 109 - FCN = 297283.1493193 Edm = 0.424227 NCalls = 374 -VariableMetric: Iteration # 110 - FCN = 297282.7059807 Edm = 0.156088 NCalls = 375 -VariableMetric: Iteration # 111 - FCN = 297282.2854753 Edm = 0.420202 NCalls = 379 -VariableMetric: Iteration # 112 - FCN = 297281.9267298 Edm = 0.170647 NCalls = 382 -VariableMetric: Iteration # 113 - FCN = 297281.6506042 Edm = 0.0819599 NCalls = 384 -VariableMetric: Iteration # 114 - FCN = 297281.425649 Edm = 0.218031 NCalls = 386 -VariableMetric: Iteration # 115 - FCN = 297280.4555146 Edm = 1.02099 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297278.151311 Edm = 0.540589 NCalls = 394 -VariableMetric: Iteration # 117 - FCN = 297277.4217044 Edm = 0.1381 NCalls = 396 -VariableMetric: Iteration # 118 - FCN = 297277.2465 Edm = 0.141379 NCalls = 398 -VariableMetric: Iteration # 119 - FCN = 297277.0494871 Edm = 0.115665 NCalls = 400 -VariableMetric: Iteration # 120 - FCN = 297276.9466119 Edm = 0.0139818 NCalls = 403 -VariableMetric: Iteration # 121 - FCN = 297276.9304092 Edm = 0.00216253 NCalls = 405 -VariableMetric: Iteration # 122 - FCN = 297276.9272479 Edm = 0.000241692 NCalls = 407 -VariableMetric: Iteration # 123 - FCN = 297276.9268413 Edm = 0.000156542 NCalls = 409 -VariableMetric: Iteration # 124 - FCN = 297276.9261335 Edm = 0.00101892 NCalls = 412 -VariableMetric: Iteration # 125 - FCN = 297276.9211991 Edm = 0.00593217 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297276.8714935 Edm = 0.0455039 NCalls = 424 -VariableMetric: Iteration # 127 - FCN = 297276.3536644 Edm = 0.502669 NCalls = 430 -VariableMetric: Iteration # 128 - FCN = 297275.9012716 Edm = 0.207683 NCalls = 433 -VariableMetric: Iteration # 129 - FCN = 297275.6752442 Edm = 0.0855085 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297275.5701218 Edm = 0.00838078 NCalls = 437 -VariableMetric: Iteration # 131 - FCN = 297275.5596852 Edm = 0.000479911 NCalls = 439 -VariableMetric: Iteration # 132 - FCN = 297275.5591088 Edm = 0.00011857 NCalls = 441 -VariableMetric: Iteration # 133 - FCN = 297275.5589722 Edm = 3.78204e-05 NCalls = 443 -VariableMetric: After Hessian - FCN = 297275.5589722 Edm = 1327.17 NCalls = 922 -VariableMetric: Iteration # 134 - FCN = 297275.5589722 Edm = 1327.17 NCalls = 922 -VariableMetric: Iteration # 135 - FCN = 297275.0324687 Edm = 346.667 NCalls = 928 -VariableMetric: Iteration # 136 - FCN = 297274.6465174 Edm = 2.11221 NCalls = 931 -VariableMetric: Iteration # 137 - FCN = 297274.080036 Edm = 0.520757 NCalls = 935 -VariableMetric: Iteration # 138 - FCN = 297273.2401303 Edm = 0.521563 NCalls = 938 -VariableMetric: Iteration # 139 - FCN = 297272.6758616 Edm = 0.325767 NCalls = 939 -VariableMetric: Iteration # 140 - FCN = 297272.0447694 Edm = 0.0879273 NCalls = 941 -VariableMetric: Iteration # 141 - FCN = 297271.9016137 Edm = 0.039438 NCalls = 943 -VariableMetric: Iteration # 142 - FCN = 297271.7906814 Edm = 0.00851627 NCalls = 945 -VariableMetric: Iteration # 143 - FCN = 297271.7510405 Edm = 0.0113132 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297271.7350919 Edm = 0.00550588 NCalls = 949 -VariableMetric: Iteration # 145 - FCN = 297271.7243565 Edm = 0.00562332 NCalls = 951 -VariableMetric: Iteration # 146 - FCN = 297271.7031144 Edm = 0.00700012 NCalls = 953 -VariableMetric: Iteration # 147 - FCN = 297271.6751642 Edm = 0.0114573 NCalls = 955 -VariableMetric: Iteration # 148 - FCN = 297271.6304756 Edm = 0.015013 NCalls = 958 -VariableMetric: Iteration # 149 - FCN = 297271.5840066 Edm = 0.0170214 NCalls = 960 -VariableMetric: Iteration # 150 - FCN = 297271.5543514 Edm = 0.0187173 NCalls = 963 -VariableMetric: Iteration # 151 - FCN = 297271.5262389 Edm = 0.0109428 NCalls = 965 -VariableMetric: Iteration # 152 - FCN = 297271.5110162 Edm = 0.00693666 NCalls = 968 -VariableMetric: Iteration # 153 - FCN = 297271.4995734 Edm = 0.00810031 NCalls = 971 -VariableMetric: Iteration # 154 - FCN = 297271.4928579 Edm = 0.00598703 NCalls = 973 -VariableMetric: Iteration # 155 - FCN = 297271.4744871 Edm = 0.00904503 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297271.4636789 Edm = 0.0124226 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297271.4369336 Edm = 0.00985649 NCalls = 982 -VariableMetric: Iteration # 158 - FCN = 297271.4308099 Edm = 0.022496 NCalls = 984 -VariableMetric: Iteration # 159 - FCN = 297271.4111215 Edm = 0.0139547 NCalls = 987 -VariableMetric: Iteration # 160 - FCN = 297271.3965244 Edm = 0.0110801 NCalls = 989 -VariableMetric: Iteration # 161 - FCN = 297271.3846772 Edm = 0.00426236 NCalls = 992 -VariableMetric: Iteration # 162 - FCN = 297271.378545 Edm = 0.00291621 NCalls = 994 -VariableMetric: Iteration # 163 - FCN = 297271.373766 Edm = 0.00372735 NCalls = 996 -VariableMetric: Iteration # 164 - FCN = 297271.3700647 Edm = 0.00263203 NCalls = 999 -VariableMetric: Iteration # 165 - FCN = 297271.3658469 Edm = 0.00136222 NCalls = 1001 -VariableMetric: Iteration # 166 - FCN = 297271.3612167 Edm = 0.00303858 NCalls = 1004 -VariableMetric: Iteration # 167 - FCN = 297271.3561887 Edm = 0.0037091 NCalls = 1006 -VariableMetric: Iteration # 168 - FCN = 297271.3518366 Edm = 0.00167891 NCalls = 1009 -VariableMetric: Iteration # 169 - FCN = 297271.3454366 Edm = 0.00306259 NCalls = 1011 -VariableMetric: Iteration # 170 - FCN = 297271.3404431 Edm = 0.0040475 NCalls = 1014 -VariableMetric: Iteration # 171 - FCN = 297271.3363074 Edm = 0.00249142 NCalls = 1016 -VariableMetric: Iteration # 172 - FCN = 297271.3297801 Edm = 0.00336431 NCalls = 1020 -VariableMetric: Iteration # 173 - FCN = 297271.3257283 Edm = 0.00169022 NCalls = 1022 -VariableMetric: Iteration # 174 - FCN = 297271.3235577 Edm = 0.000955793 NCalls = 1025 -VariableMetric: Iteration # 175 - FCN = 297271.3224297 Edm = 0.000430279 NCalls = 1027 -VariableMetric: Iteration # 176 - FCN = 297271.3217533 Edm = 0.000112731 NCalls = 1029 -VariableMetric: Iteration # 177 - FCN = 297271.321418 Edm = 6.89982e-05 NCalls = 1031 -VariableMetric: After Hessian - FCN = 297271.321418 Edm = 0.00215259 NCalls = 1520 -VariableMetric: Iteration # 178 - FCN = 297271.321418 Edm = 0.00215259 NCalls = 1520 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 298925.8351658 Edm = 6.3401 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 298925.8351658 Edm = 6.3401 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298295.7761406 Edm = 0.584738 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298294.5706094 Edm = 1.09456 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297786.7386672 Edm = 32.7409 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297746.4612359 Edm = 0.0471039 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297746.1172537 Edm = 0.409014 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297686.5155741 Edm = 1.384 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297675.308223 Edm = 0.0637106 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297674.7158635 Edm = 0.48477 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297660.8884209 Edm = 8.57379 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297615.3377761 Edm = 1.36301 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297613.5450501 Edm = 0.0392777 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297613.3844458 Edm = 0.122102 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297588.3068101 Edm = 16.2285 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297557.6374337 Edm = 0.997058 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297556.4905307 Edm = 0.0188255 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297556.4648665 Edm = 0.00678453 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297554.6243865 Edm = 1.86897 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297554.1584437 Edm = 0.458721 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297543.6572129 Edm = 2.50196 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297488.758402 Edm = 18.7557 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297460.9267403 Edm = 2.3924 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297458.6703796 Edm = 2.00925 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297454.9166487 Edm = 0.656082 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297454.05217 Edm = 0.105231 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297453.9633711 Edm = 0.01403 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297453.945818 Edm = 0.00233921 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297453.9034685 Edm = 0.0291548 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297453.0417403 Edm = 0.538712 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297437.2762369 Edm = 6.55434 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297427.3255579 Edm = 1.75441 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297425.6550284 Edm = 0.265232 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297425.316783 Edm = 0.0143984 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297425.2934332 Edm = 0.0011301 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297425.290714 Edm = 0.00136843 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297425.2752147 Edm = 0.0124446 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297424.3908889 Edm = 0.891641 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297423.8291019 Edm = 0.526476 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297414.1825966 Edm = 1.38347 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297412.5599838 Edm = 0.282873 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297412.232793 Edm = 0.0402484 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297412.2021942 Edm = 0.00272606 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297412.1989117 Edm = 0.000922967 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297412.1881513 Edm = 0.0116045 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297411.2446724 Edm = 0.333982 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297407.0330629 Edm = 2.38145 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297400.8246379 Edm = 2.98401 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297399.744559 Edm = 0.915635 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297399.0714095 Edm = 0.306817 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297398.6615418 Edm = 0.115866 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297398.5395675 Edm = 0.00933537 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297398.5286316 Edm = 0.00218396 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297398.524872 Edm = 0.00185171 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297398.5184248 Edm = 0.00356165 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297398.4580754 Edm = 0.0513639 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297391.6448076 Edm = 10.7949 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297391.3462976 Edm = 0.709072 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297390.8123523 Edm = 0.692083 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297385.8430715 Edm = 1.84774 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297384.0231546 Edm = 0.965174 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297383.2241421 Edm = 0.39109 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297383.0268516 Edm = 0.0614322 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297382.9863678 Edm = 0.00736485 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297382.9805925 Edm = 0.00071313 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297382.9790741 Edm = 0.000442359 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297382.9775788 Edm = 0.000741468 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297382.9418331 Edm = 0.0393904 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297382.8041419 Edm = 0.128887 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297379.6660151 Edm = 1.39061 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297378.1250893 Edm = 0.113014 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297378.0461151 Edm = 0.00989649 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297378.0329214 Edm = 0.00179098 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297378.031217 Edm = 0.00024805 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297378.0308899 Edm = 0.000172455 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297378.0258133 Edm = 0.0047242 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297377.7359721 Edm = 0.346609 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297377.7015633 Edm = 0.030792 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297376.7730189 Edm = 0.345133 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297376.035846 Edm = 0.0475143 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297375.9771437 Edm = 0.00475072 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297375.9727842 Edm = 0.000165838 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297375.9725664 Edm = 3.47283e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297375.9725664 Edm = 13.3942 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297375.9725664 Edm = 13.3942 NCalls = 729 -VariableMetric: Iteration # 83 - FCN = 297370.1032747 Edm = 5.86474 NCalls = 738 -VariableMetric: Iteration # 84 - FCN = 297368.475189 Edm = 1.08107 NCalls = 740 -VariableMetric: Iteration # 85 - FCN = 297368.2095541 Edm = 1.53946 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297367.7946243 Edm = 0.0564451 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297367.7300634 Edm = 0.0161359 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297367.7068039 Edm = 0.00420038 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297367.7008342 Edm = 0.00149012 NCalls = 750 -VariableMetric: Iteration # 90 - FCN = 297367.6983958 Edm = 0.000416226 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297367.6977433 Edm = 0.000209572 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297367.696677 Edm = 0.000319473 NCalls = 756 -VariableMetric: Iteration # 93 - FCN = 297367.6960101 Edm = 3.28671e-05 NCalls = 758 -VariableMetric: After Hessian - FCN = 297367.6960101 Edm = 4.15365e-05 NCalls = 1245 -VariableMetric: Iteration # 94 - FCN = 297367.6960101 Edm = 4.15365e-05 NCalls = 1245 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327682.1379158 Edm = 2545.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327682.1379158 Edm = 2545.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 326905.9945397 Edm = 60.4043 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 326862.4246662 Edm = 14.3155 NCalls = 5 -VariableMetric: Iteration # 3 - FCN = 325407.7436521 Edm = 1196.39 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 325393.7649315 Edm = 29.1328 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 320629.5130004 Edm = 24207.7 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 320216.9284014 Edm = 170.232 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 320083.5315779 Edm = 59.9197 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 305442.1105852 Edm = 238.12 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 304329.413166 Edm = 8.43049 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 304218.2674722 Edm = 91.2827 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 303618.2638221 Edm = 58.0259 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 303597.9328195 Edm = 3.37911 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 303507.7611872 Edm = 194.566 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 301625.7051241 Edm = 57.8352 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 301561.8684185 Edm = 228.094 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297994.4520856 Edm = 3.96613 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297984.3419003 Edm = 2.33453 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297973.4263615 Edm = 3.97204 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297916.9161919 Edm = 32.7638 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297784.6546349 Edm = 16.6497 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297757.6325839 Edm = 4.97833 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297747.9529031 Edm = 1.63275 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297745.3839684 Edm = 0.558502 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297744.7470767 Edm = 0.0976417 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297743.522651 Edm = 0.978118 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297694.0188818 Edm = 79.9296 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297606.4105358 Edm = 37.3797 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297554.8072746 Edm = 48.5942 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297535.182626 Edm = 17.1648 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297515.8391467 Edm = 1.25684 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297514.1110442 Edm = 0.420893 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297513.5828253 Edm = 0.120003 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297513.4181199 Edm = 0.0529684 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297513.0746702 Edm = 0.200543 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297494.3368618 Edm = 16.6058 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297457.6038287 Edm = 29.2469 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297431.5105136 Edm = 10.6889 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297422.4845153 Edm = 7.47873 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297408.8780278 Edm = 10.8628 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297401.1398861 Edm = 4.60075 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297385.0575097 Edm = 4.90172 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297381.2526175 Edm = 19.8389 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297371.4981975 Edm = 0.359416 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297371.1830737 Edm = 0.0273647 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297371.1492903 Edm = 0.025407 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297367.3892337 Edm = 1.86652 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297363.7837704 Edm = 0.788318 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297363.4320592 Edm = 0.380876 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297361.3151887 Edm = 1.40659 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297354.2626889 Edm = 4.12908 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297350.0400763 Edm = 5.22737 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297343.2096402 Edm = 1.66324 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297338.8172042 Edm = 0.938689 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297336.4868527 Edm = 2.68368 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297334.183588 Edm = 2.64306 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297331.001493 Edm = 0.914012 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297330.2765554 Edm = 0.0818083 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297330.0938797 Edm = 0.0253416 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297329.9184052 Edm = 0.0802522 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297329.6490431 Edm = 0.278749 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297329.5795176 Edm = 0.108795 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297329.4402571 Edm = 0.0295892 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297329.2970648 Edm = 0.0910575 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297328.9414404 Edm = 0.587117 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297325.4897011 Edm = 2.55211 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297309.605898 Edm = 8.68665 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297304.1056263 Edm = 10.8517 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297295.5886156 Edm = 8.15001 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297287.252865 Edm = 8.97754 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297270.743006 Edm = 9.42032 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297270.4458851 Edm = 1.30287 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297269.3492201 Edm = 1.13144 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297268.2899294 Edm = 0.525285 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297265.53 Edm = 2.17466 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297263.4173286 Edm = 2.00267 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297261.1979753 Edm = 0.344994 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297260.5589701 Edm = 0.301599 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297260.3234728 Edm = 0.269514 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297259.4710819 Edm = 0.636328 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297258.7406303 Edm = 0.859898 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297257.8722818 Edm = 0.311469 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297257.4901383 Edm = 0.24964 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297257.0981446 Edm = 1.1652 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297255.6601337 Edm = 2.49677 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297254.2229859 Edm = 1.82444 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297252.8491017 Edm = 3.33743 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297246.8064064 Edm = 3.0849 NCalls = 306 -VariableMetric: Iteration # 88 - FCN = 297242.8907528 Edm = 1.9841 NCalls = 308 -VariableMetric: Iteration # 89 - FCN = 297242.5883899 Edm = 2.15264 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297240.8271161 Edm = 0.353442 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297240.0541277 Edm = 0.835895 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297239.5862208 Edm = 0.570679 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297238.502413 Edm = 0.510569 NCalls = 323 -VariableMetric: Iteration # 94 - FCN = 297237.4148956 Edm = 1.20702 NCalls = 327 -VariableMetric: Iteration # 95 - FCN = 297236.8459452 Edm = 0.708627 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297235.5146284 Edm = 1.02065 NCalls = 331 -VariableMetric: Iteration # 97 - FCN = 297234.8682508 Edm = 0.416339 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297234.3538227 Edm = 0.229896 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297233.9480603 Edm = 0.195608 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297233.5098691 Edm = 0.127487 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297233.3070798 Edm = 0.242324 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297233.25977 Edm = 0.0415154 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297233.1673763 Edm = 0.0276236 NCalls = 349 -VariableMetric: Iteration # 104 - FCN = 297233.1288681 Edm = 0.0138146 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297233.1142907 Edm = 0.00469578 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297233.1067054 Edm = 0.00233307 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297233.0922673 Edm = 0.013625 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297233.0572825 Edm = 0.0317906 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297231.9274741 Edm = 1.61284 NCalls = 369 -VariableMetric: Iteration # 110 - FCN = 297231.2709329 Edm = 0.913391 NCalls = 374 -VariableMetric: Iteration # 111 - FCN = 297226.1829171 Edm = 5.12335 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297226.1019542 Edm = 0.114887 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297225.2776134 Edm = 0.986092 NCalls = 388 -VariableMetric: Iteration # 114 - FCN = 297223.209941 Edm = 1.61825 NCalls = 393 -VariableMetric: Iteration # 115 - FCN = 297217.2989788 Edm = 3.47577 NCalls = 396 -VariableMetric: Iteration # 116 - FCN = 297213.161951 Edm = 1.34416 NCalls = 399 -VariableMetric: Iteration # 117 - FCN = 297211.0272824 Edm = 0.905633 NCalls = 402 -VariableMetric: Iteration # 118 - FCN = 297209.4059099 Edm = 0.408819 NCalls = 406 -VariableMetric: Iteration # 119 - FCN = 297209.1329004 Edm = 0.353561 NCalls = 408 -VariableMetric: Iteration # 120 - FCN = 297208.8474106 Edm = 0.137469 NCalls = 411 -VariableMetric: Iteration # 121 - FCN = 297208.4784025 Edm = 0.231639 NCalls = 414 -VariableMetric: Iteration # 122 - FCN = 297208.3010823 Edm = 0.175759 NCalls = 416 -VariableMetric: Iteration # 123 - FCN = 297208.0656048 Edm = 0.0572435 NCalls = 419 -VariableMetric: Iteration # 124 - FCN = 297207.8989566 Edm = 0.0872743 NCalls = 422 -VariableMetric: Iteration # 125 - FCN = 297207.84723 Edm = 0.0478928 NCalls = 424 -VariableMetric: Iteration # 126 - FCN = 297207.7943627 Edm = 0.00795245 NCalls = 426 -VariableMetric: Iteration # 127 - FCN = 297207.7802991 Edm = 0.00235121 NCalls = 428 -VariableMetric: Iteration # 128 - FCN = 297207.7744984 Edm = 0.00373726 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297207.7580681 Edm = 0.0192787 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297207.6188346 Edm = 0.132354 NCalls = 440 -VariableMetric: Iteration # 131 - FCN = 297204.9217984 Edm = 1.6512 NCalls = 445 -VariableMetric: Iteration # 132 - FCN = 297202.6152059 Edm = 0.0842419 NCalls = 448 -VariableMetric: Iteration # 133 - FCN = 297202.5409935 Edm = 0.0057897 NCalls = 450 -VariableMetric: Iteration # 134 - FCN = 297202.5339159 Edm = 0.00201359 NCalls = 452 -VariableMetric: Iteration # 135 - FCN = 297202.5299271 Edm = 0.00188593 NCalls = 454 -VariableMetric: Iteration # 136 - FCN = 297202.5236414 Edm = 0.00494808 NCalls = 456 -VariableMetric: Iteration # 137 - FCN = 297202.3997852 Edm = 0.0937586 NCalls = 461 -VariableMetric: Iteration # 138 - FCN = 297201.0728092 Edm = 1.05841 NCalls = 464 -VariableMetric: Iteration # 139 - FCN = 297197.1447969 Edm = 7.90074 NCalls = 469 -VariableMetric: Iteration # 140 - FCN = 297193.2111761 Edm = 3.10142 NCalls = 471 -VariableMetric: Iteration # 141 - FCN = 297192.0979641 Edm = 0.748319 NCalls = 473 -VariableMetric: Iteration # 142 - FCN = 297191.4909097 Edm = 0.248175 NCalls = 475 -VariableMetric: Iteration # 143 - FCN = 297191.3020203 Edm = 0.0800203 NCalls = 476 -VariableMetric: Iteration # 144 - FCN = 297191.159605 Edm = 0.0168771 NCalls = 478 -VariableMetric: Iteration # 145 - FCN = 297191.1186809 Edm = 0.031972 NCalls = 481 -VariableMetric: Iteration # 146 - FCN = 297190.9099417 Edm = 0.16732 NCalls = 484 -VariableMetric: Iteration # 147 - FCN = 297190.7455323 Edm = 0.196982 NCalls = 486 -VariableMetric: Iteration # 148 - FCN = 297190.6187921 Edm = 0.0767687 NCalls = 489 -VariableMetric: Iteration # 149 - FCN = 297190.4845352 Edm = 0.0247037 NCalls = 492 -VariableMetric: Iteration # 150 - FCN = 297190.4591928 Edm = 0.00879724 NCalls = 493 -VariableMetric: Iteration # 151 - FCN = 297190.4553133 Edm = 0.00172154 NCalls = 495 -VariableMetric: Iteration # 152 - FCN = 297190.4496237 Edm = 0.00174928 NCalls = 497 -VariableMetric: Iteration # 153 - FCN = 297190.4448345 Edm = 0.00151491 NCalls = 500 -VariableMetric: Iteration # 154 - FCN = 297190.4426896 Edm = 0.000400461 NCalls = 502 -VariableMetric: Iteration # 155 - FCN = 297190.4380379 Edm = 0.00425209 NCalls = 505 -VariableMetric: Iteration # 156 - FCN = 297189.1072167 Edm = 1.15131 NCalls = 511 -VariableMetric: Iteration # 157 - FCN = 297185.123395 Edm = 13.5358 NCalls = 516 -VariableMetric: Iteration # 158 - FCN = 297183.287411 Edm = 1.96566 NCalls = 519 -VariableMetric: Iteration # 159 - FCN = 297181.9296915 Edm = 0.137391 NCalls = 521 -VariableMetric: Iteration # 160 - FCN = 297181.7725054 Edm = 0.00743854 NCalls = 523 -VariableMetric: Iteration # 161 - FCN = 297181.7627685 Edm = 0.00153219 NCalls = 525 -VariableMetric: Iteration # 162 - FCN = 297181.7598196 Edm = 0.0024311 NCalls = 527 -VariableMetric: Iteration # 163 - FCN = 297181.746399 Edm = 0.00753411 NCalls = 531 -VariableMetric: Iteration # 164 - FCN = 297181.730658 Edm = 0.00421568 NCalls = 533 -VariableMetric: Iteration # 165 - FCN = 297181.7222431 Edm = 0.00464262 NCalls = 536 -VariableMetric: Iteration # 166 - FCN = 297181.714598 Edm = 0.00289272 NCalls = 539 -VariableMetric: Iteration # 167 - FCN = 297181.7078495 Edm = 0.00181397 NCalls = 541 -VariableMetric: Iteration # 168 - FCN = 297181.7037622 Edm = 0.00155945 NCalls = 544 -VariableMetric: Iteration # 169 - FCN = 297181.70008 Edm = 0.00343877 NCalls = 547 -VariableMetric: Iteration # 170 - FCN = 297181.658629 Edm = 0.0410939 NCalls = 551 -VariableMetric: Iteration # 171 - FCN = 297181.5075927 Edm = 0.151779 NCalls = 557 -VariableMetric: Iteration # 172 - FCN = 297180.8792645 Edm = 1.65872 NCalls = 562 -VariableMetric: Iteration # 173 - FCN = 297180.572658 Edm = 0.742626 NCalls = 566 -VariableMetric: Iteration # 174 - FCN = 297179.3520732 Edm = 0.809427 NCalls = 572 -VariableMetric: Iteration # 175 - FCN = 297179.1125491 Edm = 0.181369 NCalls = 574 -VariableMetric: Iteration # 176 - FCN = 297178.9260083 Edm = 0.0415672 NCalls = 576 -VariableMetric: Iteration # 177 - FCN = 297178.8156535 Edm = 0.0962989 NCalls = 578 -VariableMetric: Iteration # 178 - FCN = 297178.4887947 Edm = 0.351795 NCalls = 582 -VariableMetric: Iteration # 179 - FCN = 297178.3315586 Edm = 0.289665 NCalls = 585 -VariableMetric: Iteration # 180 - FCN = 297177.9950694 Edm = 0.694869 NCalls = 589 -VariableMetric: Iteration # 181 - FCN = 297177.7291084 Edm = 0.132883 NCalls = 593 -VariableMetric: Iteration # 182 - FCN = 297177.516893 Edm = 0.0917667 NCalls = 596 -VariableMetric: Iteration # 183 - FCN = 297177.4037388 Edm = 0.0386679 NCalls = 599 -VariableMetric: Iteration # 184 - FCN = 297177.2603351 Edm = 0.0783146 NCalls = 601 -VariableMetric: Iteration # 185 - FCN = 297177.1938748 Edm = 0.0435474 NCalls = 603 -VariableMetric: Iteration # 186 - FCN = 297177.1457014 Edm = 0.027563 NCalls = 606 -VariableMetric: Iteration # 187 - FCN = 297177.0160727 Edm = 0.135322 NCalls = 610 -VariableMetric: Iteration # 188 - FCN = 297176.6451328 Edm = 0.729809 NCalls = 616 -VariableMetric: Iteration # 189 - FCN = 297176.4225892 Edm = 0.458541 NCalls = 619 -VariableMetric: Iteration # 190 - FCN = 297176.3938848 Edm = 0.0345583 NCalls = 622 -VariableMetric: Iteration # 191 - FCN = 297175.8317056 Edm = 0.115494 NCalls = 626 -VariableMetric: Iteration # 192 - FCN = 297175.7436584 Edm = 0.0126135 NCalls = 628 -VariableMetric: Iteration # 193 - FCN = 297175.7314065 Edm = 0.0060203 NCalls = 630 -VariableMetric: Iteration # 194 - FCN = 297175.7216894 Edm = 0.00886861 NCalls = 632 -VariableMetric: Iteration # 195 - FCN = 297175.6933842 Edm = 0.00514722 NCalls = 635 -VariableMetric: Iteration # 196 - FCN = 297175.6856287 Edm = 0.000386222 NCalls = 637 -VariableMetric: Iteration # 197 - FCN = 297175.6849696 Edm = 0.000118888 NCalls = 639 -VariableMetric: Iteration # 198 - FCN = 297175.6843216 Edm = 0.000393199 NCalls = 642 -VariableMetric: Iteration # 199 - FCN = 297175.6740348 Edm = 0.00999429 NCalls = 646 -VariableMetric: Iteration # 200 - FCN = 297175.1937282 Edm = 0.246593 NCalls = 653 -VariableMetric: Iteration # 201 - FCN = 297172.3570457 Edm = 1.39701 NCalls = 656 -VariableMetric: Iteration # 202 - FCN = 297169.8233739 Edm = 0.332744 NCalls = 658 -VariableMetric: Iteration # 203 - FCN = 297169.6163992 Edm = 0.0297816 NCalls = 660 -VariableMetric: Iteration # 204 - FCN = 297169.5922679 Edm = 0.00175722 NCalls = 662 -VariableMetric: Iteration # 205 - FCN = 297169.5903379 Edm = 0.000203468 NCalls = 664 -VariableMetric: Iteration # 206 - FCN = 297169.5899638 Edm = 0.000165153 NCalls = 666 -VariableMetric: Iteration # 207 - FCN = 297169.589146 Edm = 0.000608202 NCalls = 668 -VariableMetric: Iteration # 208 - FCN = 297169.5808162 Edm = 0.00823874 NCalls = 671 -VariableMetric: Iteration # 209 - FCN = 297169.4383101 Edm = 0.140023 NCalls = 677 -VariableMetric: Iteration # 210 - FCN = 297168.487189 Edm = 0.879697 NCalls = 680 -VariableMetric: Iteration # 211 - FCN = 297166.5085474 Edm = 0.55066 NCalls = 689 -VariableMetric: Iteration # 212 - FCN = 297166.2029653 Edm = 1.92198 NCalls = 691 -VariableMetric: Iteration # 213 - FCN = 297165.9622125 Edm = 0.0886991 NCalls = 693 -VariableMetric: Iteration # 214 - FCN = 297165.9060075 Edm = 0.014038 NCalls = 695 -VariableMetric: Iteration # 215 - FCN = 297165.8678722 Edm = 0.017743 NCalls = 697 -VariableMetric: Iteration # 216 - FCN = 297165.8327666 Edm = 0.0114065 NCalls = 700 -VariableMetric: Iteration # 217 - FCN = 297165.8193072 Edm = 0.0101937 NCalls = 703 -VariableMetric: Iteration # 218 - FCN = 297165.7795612 Edm = 0.029159 NCalls = 707 -VariableMetric: Iteration # 219 - FCN = 297165.7428614 Edm = 0.0445832 NCalls = 709 -VariableMetric: Iteration # 220 - FCN = 297165.6874514 Edm = 0.0204936 NCalls = 717 -VariableMetric: Iteration # 221 - FCN = 297165.6644014 Edm = 0.0484457 NCalls = 720 -VariableMetric: Iteration # 222 - FCN = 297165.6379932 Edm = 0.0200089 NCalls = 722 -VariableMetric: Iteration # 223 - FCN = 297165.5805873 Edm = 0.0303565 NCalls = 727 -VariableMetric: Iteration # 224 - FCN = 297165.5145702 Edm = 0.0460851 NCalls = 731 -VariableMetric: Iteration # 225 - FCN = 297165.4989782 Edm = 0.0435132 NCalls = 734 -VariableMetric: Iteration # 226 - FCN = 297165.4459352 Edm = 0.011698 NCalls = 737 -VariableMetric: Iteration # 227 - FCN = 297165.409342 Edm = 0.0203999 NCalls = 739 -VariableMetric: Iteration # 228 - FCN = 297165.4015087 Edm = 0.00892682 NCalls = 741 -VariableMetric: Iteration # 229 - FCN = 297165.3885853 Edm = 0.00253504 NCalls = 744 -VariableMetric: Iteration # 230 - FCN = 297165.3858605 Edm = 0.000812848 NCalls = 746 -VariableMetric: Iteration # 231 - FCN = 297165.3850434 Edm = 9.04349e-05 NCalls = 748 -VariableMetric: Iteration # 232 - FCN = 297165.384951 Edm = 2.64821e-05 NCalls = 749 -VariableMetric: After Hessian - FCN = 297165.384951 Edm = 4.53177 NCalls = 1226 -VariableMetric: Iteration # 233 - FCN = 297165.384951 Edm = 4.53177 NCalls = 1226 -VariableMetric: Iteration # 234 - FCN = 297165.1436899 Edm = 2.73203 NCalls = 1233 -VariableMetric: Iteration # 235 - FCN = 297163.5792458 Edm = 0.559616 NCalls = 1234 -VariableMetric: Iteration # 236 - FCN = 297163.4422746 Edm = 0.0987534 NCalls = 1236 -VariableMetric: Iteration # 237 - FCN = 297163.3883342 Edm = 0.254855 NCalls = 1239 -VariableMetric: Iteration # 238 - FCN = 297163.2440251 Edm = 0.0471168 NCalls = 1242 -VariableMetric: Iteration # 239 - FCN = 297162.9462023 Edm = 0.0630035 NCalls = 1245 -VariableMetric: Iteration # 240 - FCN = 297162.8195888 Edm = 0.171169 NCalls = 1247 -VariableMetric: Iteration # 241 - FCN = 297162.7663235 Edm = 0.0949561 NCalls = 1250 -VariableMetric: Iteration # 242 - FCN = 297162.6975824 Edm = 0.108931 NCalls = 1253 -VariableMetric: Iteration # 243 - FCN = 297162.587842 Edm = 0.0465275 NCalls = 1256 -VariableMetric: Iteration # 244 - FCN = 297162.5128723 Edm = 0.0509188 NCalls = 1259 -VariableMetric: Iteration # 245 - FCN = 297162.4820718 Edm = 0.0341837 NCalls = 1262 -VariableMetric: Iteration # 246 - FCN = 297162.4263801 Edm = 0.0181211 NCalls = 1264 -VariableMetric: Iteration # 247 - FCN = 297162.4124022 Edm = 0.00939012 NCalls = 1266 -VariableMetric: Iteration # 248 - FCN = 297162.4050011 Edm = 0.00201327 NCalls = 1268 -VariableMetric: Iteration # 249 - FCN = 297162.4021064 Edm = 0.00143771 NCalls = 1270 -VariableMetric: Iteration # 250 - FCN = 297162.3987018 Edm = 0.00239694 NCalls = 1272 -VariableMetric: Iteration # 251 - FCN = 297162.3969624 Edm = 0.00118505 NCalls = 1274 -VariableMetric: Iteration # 252 - FCN = 297162.3943824 Edm = 0.000756306 NCalls = 1276 -VariableMetric: Iteration # 253 - FCN = 297162.3924017 Edm = 0.00136011 NCalls = 1278 -VariableMetric: Iteration # 254 - FCN = 297162.3874605 Edm = 0.00262697 NCalls = 1282 -VariableMetric: Iteration # 255 - FCN = 297162.3819694 Edm = 0.00160926 NCalls = 1284 -VariableMetric: Iteration # 256 - FCN = 297162.3787301 Edm = 0.00278878 NCalls = 1287 -VariableMetric: Iteration # 257 - FCN = 297162.377411 Edm = 0.000699771 NCalls = 1289 -VariableMetric: Iteration # 258 - FCN = 297162.3762258 Edm = 0.000198463 NCalls = 1291 -VariableMetric: Iteration # 259 - FCN = 297162.3759537 Edm = 4.50837e-05 NCalls = 1293 -VariableMetric: After Hessian - FCN = 297162.3759537 Edm = 0.0055045 NCalls = 1780 -VariableMetric: Iteration # 260 - FCN = 297162.3759537 Edm = 0.0055045 NCalls = 1780 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 344161.4974344 Edm = 4711.67 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 344161.4974344 Edm = 4711.67 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311815.7478488 Edm = 29.1444 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304771.0992997 Edm = 2659.87 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 304546.9509177 Edm = 296.808 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 304328.416648 Edm = 156.92 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 297650.64564 Edm = 8.91314 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297578.2386283 Edm = 24.1537 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297481.454695 Edm = 21.5044 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297458.6895091 Edm = 0.913457 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297457.6328552 Edm = 0.248868 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297452.0820734 Edm = 6.0653 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297436.1844131 Edm = 12.6882 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297263.3138063 Edm = 8.00124 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297244.6941658 Edm = 0.68674 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297243.9008437 Edm = 0.161708 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297242.1434392 Edm = 1.23812 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297161.5855008 Edm = 15.6819 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297138.7367469 Edm = 0.430003 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297138.2875369 Edm = 0.0832893 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297138.0719748 Edm = 0.0322931 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297137.7921734 Edm = 0.265479 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297090.51663 Edm = 4.1229 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297039.4006785 Edm = 12.9488 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297028.0862108 Edm = 1.58258 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297026.9917837 Edm = 0.173242 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297026.7994794 Edm = 0.00627785 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297026.7697509 Edm = 0.0126354 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297026.4810823 Edm = 0.256504 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297004.173398 Edm = 8.89469 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 296981.3863926 Edm = 2.01974 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 296978.4053696 Edm = 0.207615 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 296978.1839598 Edm = 0.00745044 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 296978.1750648 Edm = 0.0011493 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 296978.1289098 Edm = 0.0425137 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 296973.4408991 Edm = 2.80407 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 296966.774759 Edm = 0.319063 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 296966.4977454 Edm = 0.0140869 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 296966.4809685 Edm = 0.00177478 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 296966.4764863 Edm = 0.00260488 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 296965.8852361 Edm = 0.530392 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 296957.8346215 Edm = 3.27097 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 296953.9715918 Edm = 0.435981 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 296953.5532329 Edm = 0.0542747 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 296953.4914252 Edm = 0.00402097 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 296953.4867685 Edm = 0.000297898 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 296953.486183 Edm = 0.000307423 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 296953.4785826 Edm = 0.00713073 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 296952.7336587 Edm = 0.660854 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 296944.896091 Edm = 1.3562 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 296944.2798924 Edm = 0.201046 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 296944.1072959 Edm = 0.00839365 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 296944.0972651 Edm = 0.00157232 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 296944.0945925 Edm = 0.000213512 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 296944.0940625 Edm = 0.000288438 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 296944.0775838 Edm = 0.0166306 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 296943.5438879 Edm = 0.0185117 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 296941.0762877 Edm = 0.788507 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 296939.9041095 Edm = 0.371963 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 296939.3183396 Edm = 0.362374 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 296939.1347772 Edm = 0.170608 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 296938.8993067 Edm = 0.0604343 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 296938.7971898 Edm = 0.0219423 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 296938.7797379 Edm = 0.00458136 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 296938.7727479 Edm = 0.000942171 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 296938.7712317 Edm = 0.0003033 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 296938.7707833 Edm = 0.000160587 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 296938.7702057 Edm = 0.000395025 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 296938.7531415 Edm = 0.0134494 NCalls = 209 -VariableMetric: Iteration # 68 - FCN = 296938.4267402 Edm = 0.368287 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 296938.4060697 Edm = 0.0499638 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 296938.113193 Edm = 0.218006 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 296936.9950569 Edm = 1.01023 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 296936.7864879 Edm = 0.246854 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 296936.5015453 Edm = 0.218271 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 296935.7299227 Edm = 0.565387 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 296935.3521629 Edm = 0.248706 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 296935.117162 Edm = 0.132236 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 296934.9651494 Edm = 0.0486376 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 296934.9133421 Edm = 0.0126131 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 296934.9051324 Edm = 0.00159339 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 296934.9037281 Edm = 0.000175491 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 296934.9035387 Edm = 3.63021e-05 NCalls = 251 -VariableMetric: After Hessian - FCN = 296934.9035387 Edm = 1.11862 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 296934.9035387 Edm = 1.11862 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 296934.3735561 Edm = 0.344499 NCalls = 741 -VariableMetric: Iteration # 84 - FCN = 296934.339857 Edm = 0.176959 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 296933.8891355 Edm = 0.141287 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 296933.7919591 Edm = 0.441382 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 296933.7360684 Edm = 0.0694037 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 296933.610936 Edm = 0.0234279 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 296933.5582921 Edm = 0.0123161 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 296933.5214757 Edm = 0.0205258 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 296933.4955518 Edm = 0.01259 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 296933.4866356 Edm = 0.0116854 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 296933.4737135 Edm = 0.00632685 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 296933.4564106 Edm = 0.0085258 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 296933.436329 Edm = 0.0153992 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 296933.4012378 Edm = 0.0221803 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 296933.3527195 Edm = 0.017849 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 296933.3337912 Edm = 0.015255 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 296933.3248614 Edm = 0.0063288 NCalls = 785 -VariableMetric: Iteration # 100 - FCN = 296933.3176096 Edm = 0.0020267 NCalls = 787 -VariableMetric: Iteration # 101 - FCN = 296933.3145508 Edm = 0.000395852 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 296933.31387 Edm = 0.000391062 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 296933.3127856 Edm = 0.000690746 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 296933.3112308 Edm = 0.000810919 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 296933.3098792 Edm = 0.000387331 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 296933.3088548 Edm = 0.000348615 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 296933.3077845 Edm = 0.00123992 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 296933.3067839 Edm = 0.00100371 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 296933.3057132 Edm = 0.000689933 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 296933.3047721 Edm = 0.000401754 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 296933.3044011 Edm = 0.000148863 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 296933.3041431 Edm = 7.73369e-05 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 296933.3040579 Edm = 3.96667e-05 NCalls = 817 -VariableMetric: After Hessian - FCN = 296933.3040579 Edm = 0.00505745 NCalls = 1310 -VariableMetric: Iteration # 114 - FCN = 296933.3040579 Edm = 0.00505745 NCalls = 1310 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 352962.4558495 Edm = 10419.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 352962.4558495 Edm = 10419.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298851.1857171 Edm = 2.29577 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 298827.413959 Edm = 2.1937 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 297934.9763508 Edm = 1.22376 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297933.3470538 Edm = 0.847636 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297931.9729922 Edm = 0.19024 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297902.7483848 Edm = 18.3739 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297724.422209 Edm = 29.7722 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297687.2993792 Edm = 1.06926 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297685.9961862 Edm = 0.0416768 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297685.9015901 Edm = 0.0501459 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297683.5010452 Edm = 2.76366 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297678.2295268 Edm = 3.94088 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297592.1799211 Edm = 10.575 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297572.9929603 Edm = 0.825924 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297572.0002952 Edm = 0.0939236 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297571.7480142 Edm = 0.152485 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297561.9159833 Edm = 8.02946 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297501.1389489 Edm = 1.23919 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297499.4325143 Edm = 0.110285 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297499.2499974 Edm = 0.0175116 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297499.2110039 Edm = 0.0117329 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297495.7587428 Edm = 3.54311 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297495.3032054 Edm = 0.432345 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297470.2193167 Edm = 10.7298 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297436.5415835 Edm = 11.9053 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297422.6302822 Edm = 16.3234 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297413.0475241 Edm = 1.10368 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297411.9061996 Edm = 0.0728053 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297411.8459401 Edm = 0.00176786 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297411.8353289 Edm = 0.00811732 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297410.2680335 Edm = 1.59084 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297404.2510489 Edm = 5.26045 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297376.2051353 Edm = 12.6534 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297368.6321809 Edm = 2.07865 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297365.6554808 Edm = 0.628447 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297365.0450652 Edm = 0.0365024 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297365.0080711 Edm = 0.00237462 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297365.0054342 Edm = 0.000589591 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297365.001685 Edm = 0.00320776 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297364.9612072 Edm = 0.0405479 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297364.6138987 Edm = 0.340663 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297364.3721419 Edm = 0.224063 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297357.5155641 Edm = 0.763641 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297357.112024 Edm = 0.155089 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297356.9811138 Edm = 0.0160136 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297356.9704055 Edm = 0.0017516 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297356.967812 Edm = 0.000807325 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297356.9148394 Edm = 0.0538928 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297356.4618183 Edm = 0.434603 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297350.7728886 Edm = 5.67175 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297349.7964284 Edm = 0.862794 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297348.552346 Edm = 0.032169 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297348.5276764 Edm = 0.00284918 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297348.5240751 Edm = 0.0017532 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297348.5077762 Edm = 0.017554 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297348.4694652 Edm = 0.0368255 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297334.6989411 Edm = 10.4146 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297334.6507435 Edm = 0.0467642 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297334.1650917 Edm = 0.676884 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297332.4332932 Edm = 2.23843 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297331.6894491 Edm = 0.696213 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297324.5310775 Edm = 2.75176 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297321.8492909 Edm = 0.720963 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297320.1408341 Edm = 0.796719 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297318.5575747 Edm = 0.469122 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297317.8621063 Edm = 0.146658 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297317.7066456 Edm = 0.0225505 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297317.684273 Edm = 0.00289631 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297317.6769871 Edm = 0.00384236 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297317.6316059 Edm = 0.0328854 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297316.9135381 Edm = 0.568553 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297311.7975728 Edm = 1.97246 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297310.2686323 Edm = 0.15636 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297310.1118393 Edm = 0.00189819 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297310.1093246 Edm = 0.000296845 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297310.1084574 Edm = 0.000472707 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297310.1030336 Edm = 0.00535909 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297309.9213021 Edm = 0.172313 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297309.9184232 Edm = 0.00244271 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297309.3166267 Edm = 0.207463 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297307.5124579 Edm = 0.580134 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297306.5725672 Edm = 0.0463754 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297306.5196505 Edm = 0.0019875 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297306.5167891 Edm = 0.000799957 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297306.5156921 Edm = 0.000351807 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297306.5145503 Edm = 0.00075638 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297306.4823196 Edm = 0.030523 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297305.4514039 Edm = 0.541462 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297304.6495325 Edm = 0.0772387 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297304.5881454 Edm = 0.00753828 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297304.5825027 Edm = 0.000286575 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297304.5822178 Edm = 4.98441e-05 NCalls = 287 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316479.4628022 Edm = 1194.42 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316479.4628022 Edm = 1194.42 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306626.0025326 Edm = 7.7288 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 300975.3186511 Edm = 117.35 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300518.7059106 Edm = 948.664 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299977.8737287 Edm = 958.228 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 299714.834695 Edm = 150.385 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 299494.7583084 Edm = 28.7434 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 299464.5299876 Edm = 0.345795 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 299462.964772 Edm = 1.64242 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 298711.3630536 Edm = 61.5085 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298662.0981556 Edm = 70.2375 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 298566.9153541 Edm = 16.0973 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 298548.0316102 Edm = 8.69024 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 298505.3681803 Edm = 25.0071 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 298321.3053663 Edm = 197.364 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 298076.8609271 Edm = 136.28 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297972.6336151 Edm = 24.8351 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297943.261549 Edm = 1.39589 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297941.5195163 Edm = 0.124673 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297941.2254557 Edm = 0.157058 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297935.1890289 Edm = 4.83773 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297887.4497579 Edm = 13.6822 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297858.2023032 Edm = 6.66188 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297851.7368944 Edm = 4.6782 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297831.3746956 Edm = 25.8898 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297829.2387169 Edm = 5.87508 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297811.5607055 Edm = 34.2182 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297769.6375698 Edm = 68.0217 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297669.5730486 Edm = 83.1003 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297638.4592835 Edm = 116.469 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297573.2631768 Edm = 0.893283 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297572.3763523 Edm = 0.14517 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297571.5929195 Edm = 0.739427 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297543.9603428 Edm = 7.87719 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297543.3446716 Edm = 1.22927 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297542.9430433 Edm = 0.0602931 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297536.493669 Edm = 7.9626 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297535.5028663 Edm = 0.999712 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297527.6782034 Edm = 5.89601 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297495.9472342 Edm = 8.14323 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297488.5612453 Edm = 0.10394 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297488.4406116 Edm = 0.0118004 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297488.4148138 Edm = 0.0136944 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297487.6729425 Edm = 0.776275 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297481.6605022 Edm = 4.30748 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297471.8246355 Edm = 4.66805 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297469.2806218 Edm = 1.67465 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297467.2904842 Edm = 1.15276 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297464.7180171 Edm = 3.37658 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297463.2376749 Edm = 0.723494 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297462.0661332 Edm = 0.243473 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297461.8287612 Edm = 0.0291691 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297461.7899241 Edm = 0.015655 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297461.5931728 Edm = 0.204393 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297460.1445327 Edm = 1.36504 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297448.701899 Edm = 2.29334 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297445.4379384 Edm = 2.2107 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297444.076675 Edm = 0.1622 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297443.8810947 Edm = 0.0287292 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297443.8539184 Edm = 0.00428838 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297443.8490989 Edm = 0.00233666 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297443.8429805 Edm = 0.00615181 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297443.1052756 Edm = 0.725137 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297436.0255217 Edm = 0.453968 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297435.6225997 Edm = 0.0241681 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297435.5961226 Edm = 0.00324179 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297435.588368 Edm = 0.00253384 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297435.539187 Edm = 0.0499012 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297432.3144064 Edm = 1.25261 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297422.1601693 Edm = 1.0017 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297420.1582901 Edm = 1.23659 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297419.7307383 Edm = 0.166414 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297419.3595305 Edm = 0.101898 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297419.1645964 Edm = 0.00978138 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297419.148796 Edm = 0.00164862 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297419.1475007 Edm = 0.000360428 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297419.1468975 Edm = 0.000277313 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297419.1417157 Edm = 0.00441134 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297418.9899938 Edm = 0.130109 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297416.9236888 Edm = 0.96241 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297414.3327802 Edm = 0.176144 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297414.1106705 Edm = 0.0138323 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297414.0877869 Edm = 0.00690948 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297414.0824528 Edm = 0.00942493 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297414.0746866 Edm = 0.000230723 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297414.0743923 Edm = 6.76757e-05 NCalls = 270 -VariableMetric: After Hessian - FCN = 297414.0743923 Edm = 1080.21 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297414.0743923 Edm = 1080.21 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297411.0767525 Edm = 617.436 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297407.3097261 Edm = 0.873025 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297404.8877238 Edm = 4.72763 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297404.143519 Edm = 0.676605 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297403.3003753 Edm = 0.353383 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297401.9334064 Edm = 0.117646 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297401.7307376 Edm = 0.0970051 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297401.379735 Edm = 0.133955 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297401.1985528 Edm = 0.105224 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297401.0251634 Edm = 0.055275 NCalls = 779 -VariableMetric: Iteration # 97 - FCN = 297400.7761744 Edm = 0.0910573 NCalls = 783 -VariableMetric: Iteration # 98 - FCN = 297400.6970764 Edm = 0.120594 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297400.5786053 Edm = 0.0432803 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297400.4581458 Edm = 0.0877944 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297400.3660948 Edm = 0.0807153 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297400.2187477 Edm = 0.0283481 NCalls = 797 -VariableMetric: Iteration # 103 - FCN = 297400.1574581 Edm = 0.0268428 NCalls = 799 -VariableMetric: Iteration # 104 - FCN = 297400.0976398 Edm = 0.0849489 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297400.0164105 Edm = 0.0116901 NCalls = 804 -VariableMetric: Iteration # 106 - FCN = 297399.989464 Edm = 0.0165518 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297399.9675321 Edm = 0.0141744 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297399.9395548 Edm = 0.00789725 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297399.9273517 Edm = 0.00469319 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297399.91617 Edm = 0.0039784 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297399.9063923 Edm = 0.00242294 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297399.9027813 Edm = 0.00232457 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297399.8984437 Edm = 0.00278903 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297399.8866169 Edm = 0.00205065 NCalls = 823 -VariableMetric: Iteration # 115 - FCN = 297399.8801778 Edm = 0.0028317 NCalls = 825 -VariableMetric: Iteration # 116 - FCN = 297399.8703476 Edm = 0.00297952 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297399.8666365 Edm = 0.00110951 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297399.8635633 Edm = 0.00122587 NCalls = 832 -VariableMetric: Iteration # 119 - FCN = 297399.8591075 Edm = 0.00138569 NCalls = 834 -VariableMetric: Iteration # 120 - FCN = 297399.8554311 Edm = 0.00115862 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297399.8520752 Edm = 0.00126909 NCalls = 839 -VariableMetric: Iteration # 122 - FCN = 297399.8495698 Edm = 0.000717462 NCalls = 842 -VariableMetric: Iteration # 123 - FCN = 297399.8475277 Edm = 0.0010388 NCalls = 844 -VariableMetric: Iteration # 124 - FCN = 297399.8440881 Edm = 0.000732623 NCalls = 847 -VariableMetric: Iteration # 125 - FCN = 297399.8429485 Edm = 0.000240351 NCalls = 849 -VariableMetric: Iteration # 126 - FCN = 297399.8420732 Edm = 0.000332019 NCalls = 851 -VariableMetric: Iteration # 127 - FCN = 297399.8412046 Edm = 0.00014279 NCalls = 853 -VariableMetric: Iteration # 128 - FCN = 297399.8406675 Edm = 0.000313367 NCalls = 855 -VariableMetric: Iteration # 129 - FCN = 297399.8388345 Edm = 0.000223153 NCalls = 858 -VariableMetric: Iteration # 130 - FCN = 297399.8385844 Edm = 2.71744e-05 NCalls = 860 -VariableMetric: After Hessian - FCN = 297399.8385844 Edm = 0.00120776 NCalls = 1343 -VariableMetric: Iteration # 131 - FCN = 297399.8385844 Edm = 0.00120776 NCalls = 1343 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313420.5367207 Edm = 183.657 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313420.5367207 Edm = 183.657 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304372.7341784 Edm = 3.77025 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304157.6720528 Edm = 5.39368 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303771.9222078 Edm = 293.428 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 299131.8023559 Edm = 25082 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298708.8618592 Edm = 396.448 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297841.6956702 Edm = 47.939 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 297740.7212951 Edm = 6.47763 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297731.7673335 Edm = 0.509393 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297730.5773006 Edm = 0.329774 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297726.0567005 Edm = 4.5891 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297715.9759094 Edm = 8.87033 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297625.1644138 Edm = 2.00571 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297623.3420632 Edm = 0.0364236 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297623.2880596 Edm = 0.0154109 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297623.1064438 Edm = 0.15362 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297595.4915411 Edm = 8.12449 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297582.8698989 Edm = 3.79878 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297577.4268255 Edm = 12.7717 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297557.0333875 Edm = 9.02494 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297550.3780564 Edm = 6.27112 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297546.0994825 Edm = 5.29399 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297535.0656956 Edm = 13.2118 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297523.1468217 Edm = 9.90123 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297485.9008108 Edm = 2.92661 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297484.0106145 Edm = 1.72007 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297482.1977487 Edm = 0.895021 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297480.9268886 Edm = 1.08119 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297477.5861954 Edm = 2.73019 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297474.3391035 Edm = 4.90741 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297466.088672 Edm = 1.73098 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297464.9451213 Edm = 3.89579 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297464.3711147 Edm = 0.00507718 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297464.3231343 Edm = 0.0416748 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297461.0393194 Edm = 1.82565 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297457.0371594 Edm = 2.92287 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297456.0713714 Edm = 0.392605 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297455.2701059 Edm = 0.311754 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297454.7917294 Edm = 0.270195 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297453.6465667 Edm = 0.522837 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297450.3512853 Edm = 0.247633 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297450.0880815 Edm = 0.11521 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297449.9975381 Edm = 0.0159193 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297449.9697907 Edm = 0.00494506 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297449.9098216 Edm = 0.047799 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297448.1311802 Edm = 0.860833 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297444.980451 Edm = 2.88809 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297442.9600567 Edm = 0.552935 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297441.373726 Edm = 1.23521 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297440.6769628 Edm = 0.250863 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297440.4127099 Edm = 0.0135721 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297440.4050852 Edm = 0.00252602 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297440.389095 Edm = 0.0099976 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297440.3515442 Edm = 0.0208324 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297439.8001132 Edm = 0.539984 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297426.3171525 Edm = 5.00038 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297423.9665467 Edm = 2.03387 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297422.5341705 Edm = 0.519859 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297422.2518238 Edm = 0.086844 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297421.9540395 Edm = 0.159728 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297421.6015482 Edm = 0.02204 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297421.5717201 Edm = 0.00362792 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297421.557541 Edm = 0.00589869 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297421.537145 Edm = 0.0263054 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297421.4403762 Edm = 0.0907206 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297419.1490905 Edm = 1.38584 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297416.4366474 Edm = 1.20173 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297415.1059103 Edm = 1.86205 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297414.3067711 Edm = 0.392256 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297413.8400401 Edm = 0.0277902 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297413.8107549 Edm = 0.00283649 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297413.8033456 Edm = 0.00244546 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297413.7818128 Edm = 0.0136036 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297413.7625204 Edm = 0.00841162 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297413.7533736 Edm = 0.00100455 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297413.7512569 Edm = 0.000401299 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297413.7506835 Edm = 0.000372316 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297413.7496932 Edm = 0.0008624 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297413.7127664 Edm = 0.0365479 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297413.2763976 Edm = 0.624752 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297412.8967083 Edm = 0.821784 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297412.2234444 Edm = 0.0988644 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297412.1016292 Edm = 0.00336069 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297412.0967009 Edm = 0.000528183 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297412.0948475 Edm = 0.000290058 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297412.0936895 Edm = 0.000593511 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297412.0813673 Edm = 0.00841201 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297411.8208023 Edm = 0.16973 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297410.9598497 Edm = 0.150243 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297410.8725486 Edm = 0.00505565 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297410.8683324 Edm = 0.000595795 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297410.867887 Edm = 8.80894e-05 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297410.8670996 Edm = 0.000740679 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297410.8443513 Edm = 0.0155861 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297410.7033718 Edm = 0.0683161 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297410.3287002 Edm = 0.0284574 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297410.2886356 Edm = 0.00122427 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297410.28743 Edm = 0.000113212 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297410.2873123 Edm = 1.78578e-05 NCalls = 307 -VariableMetric: After Hessian - FCN = 297410.2873123 Edm = 65.0791 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297410.2873123 Edm = 65.0791 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297409.4150387 Edm = 144322 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297405.2642312 Edm = 5.00667 NCalls = 795 -VariableMetric: Iteration # 102 - FCN = 297402.2924796 Edm = 3.16581 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297399.6014931 Edm = 1.24453 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297398.2108172 Edm = 1.51979 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297396.0396413 Edm = 0.611754 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297394.4050722 Edm = 0.399087 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297393.9353824 Edm = 0.109429 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297393.6753099 Edm = 0.193717 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297393.3804338 Edm = 0.0948319 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297393.2376996 Edm = 0.0413008 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297393.0339917 Edm = 0.0442669 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297392.9008975 Edm = 0.0469813 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297392.7933579 Edm = 0.0282565 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297392.6789053 Edm = 0.11565 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297392.4846793 Edm = 0.0259122 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297392.4371743 Edm = 0.0160759 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297392.4186404 Edm = 0.015608 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297392.3924844 Edm = 0.00554631 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297392.3686649 Edm = 0.0134577 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297392.30358 Edm = 0.0221525 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297392.1836574 Edm = 0.0419322 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297392.1080644 Edm = 0.0221458 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297392.0446094 Edm = 0.063886 NCalls = 850 -VariableMetric: Iteration # 124 - FCN = 297391.9653691 Edm = 0.061113 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297391.8447731 Edm = 0.0681639 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297391.7472214 Edm = 0.0808859 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297391.6525222 Edm = 0.143857 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297391.554108 Edm = 0.0963665 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297391.3599393 Edm = 0.101944 NCalls = 870 -VariableMetric: Iteration # 130 - FCN = 297391.159587 Edm = 0.169826 NCalls = 873 -VariableMetric: Iteration # 131 - FCN = 297391.0549688 Edm = 0.237289 NCalls = 875 -VariableMetric: Iteration # 132 - FCN = 297390.7624189 Edm = 0.190638 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297390.4136913 Edm = 0.404629 NCalls = 882 -VariableMetric: Iteration # 134 - FCN = 297390.1432452 Edm = 0.342114 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297389.4878261 Edm = 1.31463 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297385.3688965 Edm = 20.1704 NCalls = 896 -VariableMetric: Iteration # 137 - FCN = 297385.1368732 Edm = 1.069 NCalls = 898 -VariableMetric: Iteration # 138 - FCN = 297384.8189817 Edm = 0.396666 NCalls = 900 -VariableMetric: Iteration # 139 - FCN = 297384.2144936 Edm = 3.53347 NCalls = 903 -VariableMetric: Iteration # 140 - FCN = 297383.6231079 Edm = 0.997314 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297382.0069859 Edm = 1.42595 NCalls = 909 -VariableMetric: Iteration # 142 - FCN = 297380.125279 Edm = 0.595383 NCalls = 913 -VariableMetric: Iteration # 143 - FCN = 297379.402134 Edm = 0.600585 NCalls = 915 -VariableMetric: Iteration # 144 - FCN = 297378.9139151 Edm = 0.579548 NCalls = 918 -VariableMetric: Iteration # 145 - FCN = 297378.5645541 Edm = 0.190722 NCalls = 920 -VariableMetric: Iteration # 146 - FCN = 297378.2205053 Edm = 0.145321 NCalls = 922 -VariableMetric: Iteration # 147 - FCN = 297377.9589265 Edm = 0.137388 NCalls = 924 -VariableMetric: Iteration # 148 - FCN = 297377.5890054 Edm = 0.195058 NCalls = 927 -VariableMetric: Iteration # 149 - FCN = 297377.2272079 Edm = 0.169077 NCalls = 930 -VariableMetric: Iteration # 150 - FCN = 297377.1208457 Edm = 0.14962 NCalls = 932 -VariableMetric: Iteration # 151 - FCN = 297377.0051591 Edm = 0.0297828 NCalls = 935 -VariableMetric: Iteration # 152 - FCN = 297376.954829 Edm = 0.0171011 NCalls = 937 -VariableMetric: Iteration # 153 - FCN = 297376.9216964 Edm = 0.0125199 NCalls = 940 -VariableMetric: Iteration # 154 - FCN = 297376.900918 Edm = 0.00865686 NCalls = 942 -VariableMetric: Iteration # 155 - FCN = 297376.86864 Edm = 0.0208874 NCalls = 946 -VariableMetric: Iteration # 156 - FCN = 297376.7870293 Edm = 0.0237221 NCalls = 949 -VariableMetric: Iteration # 157 - FCN = 297376.7018863 Edm = 0.0225089 NCalls = 951 -VariableMetric: Iteration # 158 - FCN = 297376.673254 Edm = 0.0159935 NCalls = 953 -VariableMetric: Iteration # 159 - FCN = 297376.6635358 Edm = 0.00532891 NCalls = 955 -VariableMetric: Iteration # 160 - FCN = 297376.6470433 Edm = 0.00719102 NCalls = 957 -VariableMetric: Iteration # 161 - FCN = 297376.6234053 Edm = 0.00704489 NCalls = 959 -VariableMetric: Iteration # 162 - FCN = 297376.6153792 Edm = 0.00432446 NCalls = 962 -VariableMetric: Iteration # 163 - FCN = 297376.6017205 Edm = 0.007984 NCalls = 964 -VariableMetric: Iteration # 164 - FCN = 297376.5602484 Edm = 0.0387316 NCalls = 966 -VariableMetric: Iteration # 165 - FCN = 297376.5362973 Edm = 0.0184802 NCalls = 968 -VariableMetric: Iteration # 166 - FCN = 297376.4795247 Edm = 0.0273917 NCalls = 972 -VariableMetric: Iteration # 167 - FCN = 297376.4028061 Edm = 0.124078 NCalls = 974 -VariableMetric: Iteration # 168 - FCN = 297376.3444295 Edm = 0.0998838 NCalls = 976 -VariableMetric: Iteration # 169 - FCN = 297376.313617 Edm = 0.103186 NCalls = 979 -VariableMetric: Iteration # 170 - FCN = 297376.2188471 Edm = 0.0308845 NCalls = 982 -VariableMetric: Iteration # 171 - FCN = 297376.1878041 Edm = 0.0571712 NCalls = 983 -VariableMetric: Iteration # 172 - FCN = 297376.1680323 Edm = 0.0142492 NCalls = 985 -VariableMetric: Iteration # 173 - FCN = 297376.0386384 Edm = 0.10109 NCalls = 988 -VariableMetric: Iteration # 174 - FCN = 297375.9032312 Edm = 0.185468 NCalls = 991 -VariableMetric: Iteration # 175 - FCN = 297375.7745239 Edm = 0.0630455 NCalls = 996 -VariableMetric: Iteration # 176 - FCN = 297375.7154246 Edm = 0.0335706 NCalls = 998 -VariableMetric: Iteration # 177 - FCN = 297375.6795971 Edm = 0.0234319 NCalls = 1001 -VariableMetric: Iteration # 178 - FCN = 297375.6365796 Edm = 0.0412397 NCalls = 1004 -VariableMetric: Iteration # 179 - FCN = 297375.6035216 Edm = 0.0183524 NCalls = 1006 -VariableMetric: Iteration # 180 - FCN = 297375.5632322 Edm = 0.0179263 NCalls = 1009 -VariableMetric: Iteration # 181 - FCN = 297375.5386393 Edm = 0.013946 NCalls = 1011 -VariableMetric: Iteration # 182 - FCN = 297375.4824873 Edm = 0.0244743 NCalls = 1015 -VariableMetric: Iteration # 183 - FCN = 297375.4536224 Edm = 0.0159957 NCalls = 1018 -VariableMetric: Iteration # 184 - FCN = 297375.4377813 Edm = 0.0108871 NCalls = 1020 -VariableMetric: Iteration # 185 - FCN = 297375.4218474 Edm = 0.0090495 NCalls = 1023 -VariableMetric: Iteration # 186 - FCN = 297375.4002863 Edm = 0.0100936 NCalls = 1026 -VariableMetric: Iteration # 187 - FCN = 297375.3876205 Edm = 0.00603771 NCalls = 1028 -VariableMetric: Iteration # 188 - FCN = 297375.3721703 Edm = 0.00983035 NCalls = 1031 -VariableMetric: Iteration # 189 - FCN = 297375.3533901 Edm = 0.00743241 NCalls = 1033 -VariableMetric: Iteration # 190 - FCN = 297375.345939 Edm = 0.000556984 NCalls = 1035 -VariableMetric: Iteration # 191 - FCN = 297375.3452717 Edm = 5.11416e-05 NCalls = 1037 -VariableMetric: After Hessian - FCN = 297375.3452717 Edm = 0.0322875 NCalls = 1526 -VariableMetric: Iteration # 192 - FCN = 297375.3452717 Edm = 0.0322875 NCalls = 1526 -VariableMetric: Iteration # 193 - FCN = 297375.3422719 Edm = 0.0149708 NCalls = 1528 -VariableMetric: Iteration # 194 - FCN = 297375.3418456 Edm = 0.0116251 NCalls = 1530 -VariableMetric: Iteration # 195 - FCN = 297375.3414447 Edm = 0.00264706 NCalls = 1532 -VariableMetric: Iteration # 196 - FCN = 297375.3397427 Edm = 0.00211461 NCalls = 1533 -VariableMetric: Iteration # 197 - FCN = 297375.3379473 Edm = 0.000906829 NCalls = 1535 -VariableMetric: Iteration # 198 - FCN = 297375.3365543 Edm = 0.000952063 NCalls = 1538 -VariableMetric: Iteration # 199 - FCN = 297375.3355577 Edm = 0.000788204 NCalls = 1541 -VariableMetric: Iteration # 200 - FCN = 297375.335026 Edm = 0.000336779 NCalls = 1543 -VariableMetric: Iteration # 201 - FCN = 297375.3344552 Edm = 0.000118493 NCalls = 1545 -VariableMetric: Iteration # 202 - FCN = 297375.334226 Edm = 0.000111186 NCalls = 1548 -VariableMetric: Iteration # 203 - FCN = 297375.3339916 Edm = 6.96501e-05 NCalls = 1551 -VariableMetric: Iteration # 204 - FCN = 297375.3339285 Edm = 3.12629e-05 NCalls = 1553 -VariableMetric: After Hessian - FCN = 297375.3339285 Edm = 5.29153e-05 NCalls = 2044 -VariableMetric: Iteration # 205 - FCN = 297375.3339285 Edm = 5.29153e-05 NCalls = 2044 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328249.7105035 Edm = 241.572 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328249.7105035 Edm = 241.572 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312588.4745239 Edm = 154.494 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299056.2871153 Edm = 8792.63 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298077.9979451 Edm = 582.442 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297960.4336371 Edm = 0.423709 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297958.4370775 Edm = 1.85381 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297942.1924639 Edm = 5.51753 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297928.3743251 Edm = 0.391061 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297927.8249123 Edm = 0.412127 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297925.0239959 Edm = 1.9001 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297882.7238941 Edm = 38.6484 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297768.936315 Edm = 9.26741 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297752.8047015 Edm = 0.250277 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297751.8219119 Edm = 1.12292 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297747.4757892 Edm = 3.70152 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297719.7039013 Edm = 16.5178 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297632.6253246 Edm = 23.0501 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297604.8408338 Edm = 26.7049 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297586.8626487 Edm = 6.90057 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297575.9264389 Edm = 1.5257 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297573.2859477 Edm = 0.545868 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297571.2538236 Edm = 0.946109 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297569.2556807 Edm = 0.776073 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297567.8375315 Edm = 0.191825 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297567.0784048 Edm = 0.34522 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297563.7970285 Edm = 2.56362 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297563.5859002 Edm = 0.372873 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297562.6177644 Edm = 0.771942 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297557.9455825 Edm = 5.28816 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297550.1601546 Edm = 2.59617 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297546.1715172 Edm = 0.567775 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297545.2074077 Edm = 1.56192 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297542.7432957 Edm = 3.70333 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297537.1273813 Edm = 6.55233 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297532.6895875 Edm = 15.0418 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297515.4518687 Edm = 3.16068 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297510.0414496 Edm = 0.526708 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297509.3218863 Edm = 0.240119 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297508.5565755 Edm = 0.705887 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297503.048565 Edm = 2.92235 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297497.0962275 Edm = 1.79194 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297495.7447493 Edm = 0.310992 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297494.9436548 Edm = 0.373243 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297492.7800624 Edm = 2.12358 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297490.3609895 Edm = 1.37929 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297489.0816273 Edm = 4.78192 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297487.8314212 Edm = 0.249721 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297486.9299462 Edm = 0.288151 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297484.7662705 Edm = 1.72233 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297451.7099571 Edm = 13.4291 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297430.9389976 Edm = 3.09575 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297425.6380508 Edm = 0.871974 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297425.2518243 Edm = 1.46539 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297424.341779 Edm = 0.31113 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297423.7027779 Edm = 0.193799 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297423.337608 Edm = 0.146628 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297423.0320464 Edm = 0.356532 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297422.1684498 Edm = 1.27678 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297419.9533342 Edm = 1.30174 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297418.6305184 Edm = 1.25073 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297417.0403867 Edm = 0.354506 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297416.2333705 Edm = 0.136096 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297415.6805243 Edm = 0.379514 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297412.6377998 Edm = 3.66647 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297389.1034432 Edm = 26.3051 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297349.7660935 Edm = 12.5 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297347.0058933 Edm = 8.38263 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297334.8774364 Edm = 2.7528 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297332.8116372 Edm = 1.29483 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297331.9974684 Edm = 0.404813 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297330.9307239 Edm = 0.610664 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297327.7992537 Edm = 0.371775 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297327.0916001 Edm = 0.607567 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297326.4072382 Edm = 0.844398 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297322.8780452 Edm = 3.68471 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297319.591551 Edm = 3.02004 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297252.0293896 Edm = 43.9123 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297232.7330215 Edm = 15.7253 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297220.1788944 Edm = 4.45883 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297215.4074359 Edm = 0.223564 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297215.1002918 Edm = 0.0290464 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297215.0675975 Edm = 0.0125002 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297215.0146436 Edm = 0.0294043 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297214.8454206 Edm = 0.0927736 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297214.5461002 Edm = 0.159821 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297214.1602475 Edm = 0.417853 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297212.4610456 Edm = 0.935986 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297209.7704378 Edm = 1.30765 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297208.8538872 Edm = 0.903312 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297207.771009 Edm = 1.47099 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297205.633723 Edm = 0.633258 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297205.0762348 Edm = 0.468399 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297204.8747746 Edm = 0.104667 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297204.6527653 Edm = 0.0656789 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297204.4983656 Edm = 0.0218682 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297204.472892 Edm = 0.0221174 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297204.4574545 Edm = 0.00420198 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297204.4503411 Edm = 0.00223871 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297204.4453632 Edm = 0.00313474 NCalls = 304 -VariableMetric: Iteration # 99 - FCN = 297204.4263884 Edm = 0.017731 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297204.3746705 Edm = 0.0635174 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297204.3383685 Edm = 0.0404091 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297204.1319756 Edm = 0.221186 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297203.8233254 Edm = 1.26213 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297202.9306676 Edm = 1.63895 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297202.1496038 Edm = 0.422091 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297200.971421 Edm = 0.380061 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297200.3698673 Edm = 0.476013 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297196.8189845 Edm = 3.71823 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297192.0503604 Edm = 0.753242 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297191.1115882 Edm = 0.690716 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297190.7088493 Edm = 0.0435969 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297190.6446234 Edm = 0.00419969 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297190.6376966 Edm = 0.00163147 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297190.6328388 Edm = 0.00219203 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297190.6180943 Edm = 0.00641655 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297190.5902996 Edm = 0.0119319 NCalls = 363 -VariableMetric: Iteration # 117 - FCN = 297190.1896651 Edm = 0.322239 NCalls = 367 -VariableMetric: Iteration # 118 - FCN = 297186.7172701 Edm = 0.801409 NCalls = 370 -VariableMetric: Iteration # 119 - FCN = 297185.7086122 Edm = 0.0292588 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297185.6822963 Edm = 0.00693151 NCalls = 374 -VariableMetric: Iteration # 121 - FCN = 297185.6750599 Edm = 0.000581848 NCalls = 376 -VariableMetric: Iteration # 122 - FCN = 297185.6739879 Edm = 0.000190221 NCalls = 378 -VariableMetric: Iteration # 123 - FCN = 297185.6731222 Edm = 0.00064851 NCalls = 380 -VariableMetric: Iteration # 124 - FCN = 297185.6586892 Edm = 0.0138497 NCalls = 384 -VariableMetric: Iteration # 125 - FCN = 297185.4125522 Edm = 0.238057 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297177.7318488 Edm = 2.3338 NCalls = 395 -VariableMetric: Iteration # 127 - FCN = 297175.6181102 Edm = 0.442166 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297175.2744832 Edm = 0.275325 NCalls = 400 -VariableMetric: Iteration # 129 - FCN = 297175.1380459 Edm = 0.0226619 NCalls = 402 -VariableMetric: Iteration # 130 - FCN = 297175.1158176 Edm = 0.00127627 NCalls = 404 -VariableMetric: Iteration # 131 - FCN = 297175.1146281 Edm = 0.00031812 NCalls = 406 -VariableMetric: Iteration # 132 - FCN = 297175.1141814 Edm = 0.000276663 NCalls = 408 -VariableMetric: Iteration # 133 - FCN = 297175.1117529 Edm = 0.00251287 NCalls = 412 -VariableMetric: Iteration # 134 - FCN = 297175.0858818 Edm = 0.021773 NCalls = 418 -VariableMetric: Iteration # 135 - FCN = 297174.5750386 Edm = 0.443482 NCalls = 422 -VariableMetric: Iteration # 136 - FCN = 297169.5844682 Edm = 0.911915 NCalls = 426 -VariableMetric: Iteration # 137 - FCN = 297168.5141747 Edm = 0.0652258 NCalls = 428 -VariableMetric: Iteration # 138 - FCN = 297168.4520921 Edm = 0.00305614 NCalls = 430 -VariableMetric: Iteration # 139 - FCN = 297168.4492295 Edm = 0.000124249 NCalls = 431 -VariableMetric: Iteration # 140 - FCN = 297168.4490643 Edm = 4.83451e-05 NCalls = 433 -VariableMetric: After Hessian - FCN = 297168.4490643 Edm = 411.095 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297168.4490643 Edm = 411.095 NCalls = 918 -VariableMetric: Iteration # 142 - FCN = 297166.6415019 Edm = 687.782 NCalls = 922 -VariableMetric: Iteration # 143 - FCN = 297166.6320774 Edm = 546.964 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297166.5052503 Edm = 4045.24 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297166.1076311 Edm = 5731.87 NCalls = 935 -VariableMetric: Iteration # 146 - FCN = 297165.8604455 Edm = 3758.44 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297164.6679351 Edm = 486.328 NCalls = 942 -VariableMetric: Iteration # 148 - FCN = 297163.8358293 Edm = 142.074 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 297163.6147786 Edm = 397.464 NCalls = 948 -VariableMetric: Iteration # 150 - FCN = 297163.1433996 Edm = 112.794 NCalls = 951 -VariableMetric: Iteration # 151 - FCN = 297162.2823709 Edm = 278.272 NCalls = 954 -VariableMetric: Iteration # 152 - FCN = 297161.3632898 Edm = 186.337 NCalls = 957 -VariableMetric: Iteration # 153 - FCN = 297160.1281797 Edm = 80.2459 NCalls = 959 -VariableMetric: Iteration # 154 - FCN = 297159.761919 Edm = 14.9891 NCalls = 962 -VariableMetric: Iteration # 155 - FCN = 297159.4208132 Edm = 15.5344 NCalls = 964 -VariableMetric: Iteration # 156 - FCN = 297159.2497807 Edm = 44.2682 NCalls = 966 -VariableMetric: Iteration # 157 - FCN = 297158.4944049 Edm = 7.70739 NCalls = 968 -VariableMetric: Iteration # 158 - FCN = 297158.0408627 Edm = 3.49676 NCalls = 970 -VariableMetric: Iteration # 159 - FCN = 297157.8011183 Edm = 2.13723 NCalls = 972 -VariableMetric: Iteration # 160 - FCN = 297157.414277 Edm = 0.451342 NCalls = 974 -VariableMetric: Iteration # 161 - FCN = 297157.3210448 Edm = 0.282618 NCalls = 976 -VariableMetric: Iteration # 162 - FCN = 297157.2396182 Edm = 0.199076 NCalls = 978 -VariableMetric: Iteration # 163 - FCN = 297157.1780064 Edm = 0.134551 NCalls = 980 -VariableMetric: Iteration # 164 - FCN = 297157.1639944 Edm = 0.0517944 NCalls = 982 -VariableMetric: Iteration # 165 - FCN = 297157.1388132 Edm = 0.0061833 NCalls = 984 -VariableMetric: Iteration # 166 - FCN = 297157.134632 Edm = 0.00182392 NCalls = 986 -VariableMetric: Iteration # 167 - FCN = 297157.1338209 Edm = 0.000628151 NCalls = 988 -VariableMetric: Iteration # 168 - FCN = 297157.1335936 Edm = 8.53996e-05 NCalls = 990 -VariableMetric: Iteration # 169 - FCN = 297157.1335139 Edm = 9.93962e-06 NCalls = 992 -VariableMetric: After Hessian - FCN = 297157.1335139 Edm = 7.08502e-06 NCalls = 1489 -VariableMetric: Iteration # 170 - FCN = 297157.1335139 Edm = 7.08502e-06 NCalls = 1489 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332036.1025413 Edm = 206.685 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332036.1025413 Edm = 206.685 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321539.5944472 Edm = 43.0812 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 321446.54876 Edm = 133.644 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 298796.0454159 Edm = 406.542 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298585.1396287 Edm = 442.582 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298048.0311958 Edm = 4.16695 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298043.4408296 Edm = 0.821907 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298042.1972892 Edm = 0.507532 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297830.4491316 Edm = 21.4461 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297802.5346519 Edm = 0.249909 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297802.0682288 Edm = 0.0743914 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297801.3375738 Edm = 0.471867 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297796.0324257 Edm = 4.47844 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297632.595268 Edm = 24.8863 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297612.2639014 Edm = 2.85585 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297608.9460203 Edm = 0.21271 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297606.7826083 Edm = 1.7133 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297595.6915178 Edm = 13.6812 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297497.0474206 Edm = 53.2156 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297468.4978957 Edm = 6.74888 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297462.0472503 Edm = 0.186857 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297461.8489019 Edm = 0.0413073 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297461.5587019 Edm = 0.303296 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297447.2498378 Edm = 8.64671 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297417.8181414 Edm = 1.85786 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297412.8667022 Edm = 1.15138 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297408.321414 Edm = 1.48232 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297403.6077378 Edm = 0.750409 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297400.9361187 Edm = 2.9109 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297398.6492904 Edm = 2.19259 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297394.1820781 Edm = 1.47664 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297389.6698013 Edm = 3.83953 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297387.4883613 Edm = 1.98097 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297384.0462076 Edm = 1.22321 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297380.9424828 Edm = 1.15414 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297380.5153202 Edm = 0.497769 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297379.5529444 Edm = 0.404371 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297379.0669088 Edm = 0.315096 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297378.1413542 Edm = 0.74423 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297376.4039217 Edm = 2.07209 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297375.5909525 Edm = 0.611983 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297374.8580098 Edm = 1.13706 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297373.5331077 Edm = 0.578072 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297369.5247806 Edm = 2.45178 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297368.6577727 Edm = 4.56311 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297365.4321483 Edm = 1.62219 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297360.3883543 Edm = 6.91219 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297358.2647045 Edm = 7.31591 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297346.0451213 Edm = 4.79329 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297343.8842379 Edm = 2.75822 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297339.4653184 Edm = 4.24642 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297330.4789291 Edm = 10.0609 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297324.7239964 Edm = 9.47308 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297316.7129181 Edm = 7.31309 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297313.273281 Edm = 2.14749 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297312.6772081 Edm = 0.290786 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297312.3782882 Edm = 0.0497076 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297312.3265221 Edm = 0.00546089 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297312.2980271 Edm = 0.0241352 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297305.7333957 Edm = 0.812437 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297298.5512761 Edm = 0.751886 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297297.6262574 Edm = 0.147182 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297279.7736814 Edm = 25.8911 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297279.7091842 Edm = 0.123198 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297279.614346 Edm = 0.0278279 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297279.0872216 Edm = 0.493456 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297271.1190574 Edm = 1.96181 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297268.4235757 Edm = 0.108771 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297268.1941663 Edm = 0.0122462 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297268.1786452 Edm = 0.00176968 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297268.1703634 Edm = 0.00597637 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297268.0563186 Edm = 0.0952332 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297262.6847412 Edm = 3.68286 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297247.9520702 Edm = 0.660893 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297246.7074416 Edm = 0.10852 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297246.5345981 Edm = 0.0239475 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297246.4977046 Edm = 0.00126243 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297246.4961606 Edm = 0.000302551 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297246.4934407 Edm = 0.00240579 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297246.3670424 Edm = 0.120949 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297244.8388334 Edm = 0.660456 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297242.9450679 Edm = 0.0511548 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297242.8968458 Edm = 0.00393394 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297242.8934591 Edm = 0.000291554 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297242.8930349 Edm = 0.000365822 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297242.8881691 Edm = 0.00473123 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297242.6814555 Edm = 0.165465 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297238.6173965 Edm = 0.988286 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297237.6429237 Edm = 0.289395 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297237.5256175 Edm = 0.0191083 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297237.512287 Edm = 0.00617359 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297237.5045468 Edm = 0.0027692 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297237.4995503 Edm = 0.000319892 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297237.4981995 Edm = 0.000816259 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297237.4827415 Edm = 0.0108141 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297237.1715841 Edm = 0.288592 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297235.8889936 Edm = 2.01251 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297235.1264983 Edm = 2.34997 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297231.1745156 Edm = 1.3117 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297229.1601343 Edm = 0.573506 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297228.1817043 Edm = 0.924099 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297227.6657003 Edm = 0.351807 NCalls = 330 -VariableMetric: Iteration # 102 - FCN = 297227.3471074 Edm = 0.193767 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297227.2672886 Edm = 0.016925 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297227.251129 Edm = 0.00134431 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297227.2490581 Edm = 0.00118773 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297227.240792 Edm = 0.0037834 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297227.233751 Edm = 0.000294145 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297227.233182 Edm = 0.000327449 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297227.1957131 Edm = 0.0415852 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297227.1754445 Edm = 0.0194715 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297225.2007578 Edm = 0.218562 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297224.9008607 Edm = 0.0321183 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297224.8445393 Edm = 0.0207549 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297224.8074434 Edm = 0.037528 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297224.7624733 Edm = 0.0125698 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297224.7459289 Edm = 0.0244734 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297224.7226622 Edm = 0.0113209 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297224.7035536 Edm = 0.00948858 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297224.6919383 Edm = 0.00195884 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297224.6895793 Edm = 0.00114643 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297224.6887079 Edm = 0.000102161 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297224.6885893 Edm = 9.94664e-06 NCalls = 394 -VariableMetric: After Hessian - FCN = 297224.6885893 Edm = 0.852928 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297224.6885893 Edm = 0.852928 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297224.2613229 Edm = 0.498571 NCalls = 881 -VariableMetric: Iteration # 125 - FCN = 297224.0992534 Edm = 0.51532 NCalls = 883 -VariableMetric: Iteration # 126 - FCN = 297223.7132625 Edm = 0.200101 NCalls = 885 -VariableMetric: Iteration # 127 - FCN = 297223.6479195 Edm = 0.0972887 NCalls = 887 -VariableMetric: Iteration # 128 - FCN = 297223.6034631 Edm = 0.0532983 NCalls = 889 -VariableMetric: Iteration # 129 - FCN = 297223.5598427 Edm = 0.0410159 NCalls = 891 -VariableMetric: Iteration # 130 - FCN = 297223.487647 Edm = 0.0593382 NCalls = 896 -VariableMetric: Iteration # 131 - FCN = 297223.3985453 Edm = 0.0391022 NCalls = 899 -VariableMetric: Iteration # 132 - FCN = 297223.3797929 Edm = 0.0111581 NCalls = 901 -VariableMetric: Iteration # 133 - FCN = 297223.3681501 Edm = 0.00939595 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297223.3596536 Edm = 0.00557299 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297223.3393224 Edm = 0.00890984 NCalls = 908 -VariableMetric: Iteration # 136 - FCN = 297223.3288436 Edm = 0.00655845 NCalls = 910 -VariableMetric: Iteration # 137 - FCN = 297223.324333 Edm = 0.00134718 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297223.3225953 Edm = 0.000765767 NCalls = 915 -VariableMetric: Iteration # 139 - FCN = 297223.3218783 Edm = 0.00037085 NCalls = 917 -VariableMetric: Iteration # 140 - FCN = 297223.320906 Edm = 0.000291678 NCalls = 919 -VariableMetric: Iteration # 141 - FCN = 297223.3203993 Edm = 0.000132576 NCalls = 921 -VariableMetric: Iteration # 142 - FCN = 297223.320269 Edm = 4.2786e-05 NCalls = 922 -VariableMetric: After Hessian - FCN = 297223.320269 Edm = 0.00173638 NCalls = 1407 -VariableMetric: Iteration # 143 - FCN = 297223.320269 Edm = 0.00173638 NCalls = 1407 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 339430.5667453 Edm = 702.997 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 339430.5667453 Edm = 702.997 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302028.8448908 Edm = 9.80368 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302014.6901536 Edm = 37.2493 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298386.8388559 Edm = 38.2947 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298241.7275286 Edm = 275.258 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 297945.7593681 Edm = 8.14546 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297930.9398892 Edm = 6.41627 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297886.4951315 Edm = 7.80772 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297868.3122357 Edm = 3.62615 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297856.4789165 Edm = 2.2967 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297852.1464973 Edm = 3.7184 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297849.7504154 Edm = 1.57931 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297846.5534265 Edm = 1.41656 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297843.1725184 Edm = 1.49445 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297841.4276265 Edm = 4.22581 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297838.0541384 Edm = 0.973816 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297836.4206124 Edm = 3.36919 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297829.611921 Edm = 4.46694 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297828.4232851 Edm = 0.622095 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297827.0407318 Edm = 0.262943 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297826.4606471 Edm = 0.352112 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297825.7024432 Edm = 1.18442 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297821.1917859 Edm = 3.90017 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297811.5505965 Edm = 20.3616 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297803.7220579 Edm = 1.42834 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297801.9507772 Edm = 0.866572 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297801.5695095 Edm = 0.171402 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297800.5493649 Edm = 0.793197 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297758.9641279 Edm = 9.06818 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297750.1938813 Edm = 7.45592 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297712.7019945 Edm = 30.1921 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297622.1800167 Edm = 21.0087 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297608.6323297 Edm = 6.13686 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297602.158178 Edm = 2.29412 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297600.1660793 Edm = 0.514819 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297595.8174865 Edm = 3.52717 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297595.096999 Edm = 1.1649 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297583.5228489 Edm = 13.177 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297569.5051506 Edm = 22.878 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297568.9305546 Edm = 1.75971 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297568.2099171 Edm = 2.01579 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297553.7805198 Edm = 3.92952 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297546.2653484 Edm = 0.169463 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297546.098498 Edm = 0.0413381 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297546.0550774 Edm = 0.0356885 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297543.9574294 Edm = 2.1671 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297543.0752738 Edm = 0.862069 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297483.1148943 Edm = 15.8229 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297467.1730477 Edm = 1.31899 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297464.8777502 Edm = 0.615341 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297463.9557893 Edm = 0.112059 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297463.7249743 Edm = 0.0320376 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297463.6426418 Edm = 0.0112117 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297463.5578004 Edm = 0.0494813 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297461.90333 Edm = 1.30863 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297443.9172091 Edm = 11.3421 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297424.3156438 Edm = 4.99687 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297418.5100317 Edm = 3.01921 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297414.6483339 Edm = 1.05716 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297413.0916597 Edm = 0.67425 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297412.5725601 Edm = 0.0230258 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297412.5566043 Edm = 0.00305955 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297412.5534987 Edm = 0.000816698 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297412.5446152 Edm = 0.00880468 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297412.3977218 Edm = 0.154346 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297412.3721494 Edm = 0.0240474 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297407.1120816 Edm = 1.86817 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297404.3829573 Edm = 0.50388 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297403.7915069 Edm = 0.390255 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297403.4982208 Edm = 0.0749316 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297403.3264694 Edm = 0.0792452 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297403.2076441 Edm = 0.01528 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297403.1966886 Edm = 0.00147099 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297403.1950308 Edm = 0.000262492 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297403.1935871 Edm = 0.00122454 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297403.1469769 Edm = 0.0532714 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297403.1375564 Edm = 0.00884525 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297400.6861102 Edm = 0.812704 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297398.5190264 Edm = 0.227781 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297398.2671319 Edm = 0.0146381 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297398.252337 Edm = 0.00251723 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297398.2319717 Edm = 0.0190793 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297398.1441281 Edm = 0.20222 NCalls = 286 -VariableMetric: Iteration # 83 - FCN = 297398.1415889 Edm = 0.00661895 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297398.1088104 Edm = 0.0325565 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297398.0094211 Edm = 0.120003 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297398.0040026 Edm = 0.0051691 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297397.9501248 Edm = 0.0242733 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297397.8895563 Edm = 0.00260621 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297397.8870776 Edm = 0.000398526 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297397.8854913 Edm = 0.00139084 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297397.7840921 Edm = 0.0879736 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297395.5656926 Edm = 0.335663 NCalls = 319 -VariableMetric: Iteration # 93 - FCN = 297395.0624554 Edm = 0.0828453 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297394.9977961 Edm = 0.02941 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297394.9745456 Edm = 0.00166462 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297394.9726656 Edm = 0.000182557 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297394.9723184 Edm = 0.000213791 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297394.9657615 Edm = 0.00660289 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297394.8397021 Edm = 0.0615865 NCalls = 341 -VariableMetric: Iteration # 100 - FCN = 297393.9452992 Edm = 0.573776 NCalls = 345 -VariableMetric: Iteration # 101 - FCN = 297392.9069619 Edm = 0.595705 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297392.6218798 Edm = 0.145176 NCalls = 351 -VariableMetric: Iteration # 103 - FCN = 297392.4634156 Edm = 0.0391035 NCalls = 353 -VariableMetric: Iteration # 104 - FCN = 297392.3597645 Edm = 0.0578747 NCalls = 355 -VariableMetric: Iteration # 105 - FCN = 297392.2157312 Edm = 0.142328 NCalls = 358 -VariableMetric: Iteration # 106 - FCN = 297392.1053456 Edm = 0.0145711 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297392.0821645 Edm = 0.00842692 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297392.0760907 Edm = 0.000497626 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297392.075491 Edm = 3.54361e-05 NCalls = 367 -VariableMetric: After Hessian - FCN = 297392.075491 Edm = 22210.2 NCalls = 846 -VariableMetric: Iteration # 110 - FCN = 297392.075491 Edm = 22210.2 NCalls = 846 -VariableMetric: Iteration # 111 - FCN = 297389.7849805 Edm = 184.215 NCalls = 857 -VariableMetric: Iteration # 112 - FCN = 297389.581898 Edm = 4.64441 NCalls = 859 -VariableMetric: Iteration # 113 - FCN = 297387.4770744 Edm = 0.202076 NCalls = 861 -VariableMetric: Iteration # 114 - FCN = 297386.202752 Edm = 0.531584 NCalls = 864 -VariableMetric: Iteration # 115 - FCN = 297383.5648569 Edm = 1.64268 NCalls = 869 -VariableMetric: Iteration # 116 - FCN = 297381.7617457 Edm = 3.15887 NCalls = 873 -VariableMetric: Iteration # 117 - FCN = 297379.7455802 Edm = 2.88354 NCalls = 876 -VariableMetric: Iteration # 118 - FCN = 297377.7675532 Edm = 1.04337 NCalls = 879 -VariableMetric: Iteration # 119 - FCN = 297376.5671006 Edm = 0.353527 NCalls = 881 -VariableMetric: Iteration # 120 - FCN = 297376.2531552 Edm = 0.269423 NCalls = 883 -VariableMetric: Iteration # 121 - FCN = 297374.612043 Edm = 2.78937 NCalls = 888 -VariableMetric: Iteration # 122 - FCN = 297365.1844896 Edm = 13.5132 NCalls = 893 -VariableMetric: Iteration # 123 - FCN = 297364.9852126 Edm = 0.427772 NCalls = 895 -VariableMetric: Iteration # 124 - FCN = 297364.7878193 Edm = 0.106286 NCalls = 897 -VariableMetric: Iteration # 125 - FCN = 297364.5350975 Edm = 0.336826 NCalls = 899 -VariableMetric: Iteration # 126 - FCN = 297363.2624013 Edm = 1.03426 NCalls = 903 -VariableMetric: Iteration # 127 - FCN = 297360.6214915 Edm = 1.21221 NCalls = 906 -VariableMetric: Iteration # 128 - FCN = 297359.2334667 Edm = 0.588936 NCalls = 908 -VariableMetric: Iteration # 129 - FCN = 297357.940538 Edm = 0.372952 NCalls = 910 -VariableMetric: Iteration # 130 - FCN = 297357.217227 Edm = 0.293452 NCalls = 912 -VariableMetric: Iteration # 131 - FCN = 297356.7773825 Edm = 0.146586 NCalls = 914 -VariableMetric: Iteration # 132 - FCN = 297356.3443294 Edm = 0.352932 NCalls = 917 -VariableMetric: Iteration # 133 - FCN = 297355.8767434 Edm = 0.201051 NCalls = 919 -VariableMetric: Iteration # 134 - FCN = 297355.3673645 Edm = 0.21238 NCalls = 921 -VariableMetric: Iteration # 135 - FCN = 297354.8955362 Edm = 0.268703 NCalls = 924 -VariableMetric: Iteration # 136 - FCN = 297354.6809074 Edm = 0.132119 NCalls = 926 -VariableMetric: Iteration # 137 - FCN = 297354.4149714 Edm = 0.093258 NCalls = 929 -VariableMetric: Iteration # 138 - FCN = 297354.2433254 Edm = 0.0672419 NCalls = 931 -VariableMetric: Iteration # 139 - FCN = 297354.0863543 Edm = 0.0875207 NCalls = 934 -VariableMetric: Iteration # 140 - FCN = 297353.9308829 Edm = 0.0462791 NCalls = 936 -VariableMetric: Iteration # 141 - FCN = 297353.8555952 Edm = 0.0354119 NCalls = 939 -VariableMetric: Iteration # 142 - FCN = 297353.8241852 Edm = 0.00821765 NCalls = 941 -VariableMetric: Iteration # 143 - FCN = 297353.8116773 Edm = 0.00315367 NCalls = 943 -VariableMetric: Iteration # 144 - FCN = 297353.8049011 Edm = 0.00217075 NCalls = 945 -VariableMetric: Iteration # 145 - FCN = 297353.7970363 Edm = 0.00339927 NCalls = 947 -VariableMetric: Iteration # 146 - FCN = 297353.785153 Edm = 0.00281425 NCalls = 949 -VariableMetric: Iteration # 147 - FCN = 297353.7779546 Edm = 0.00358101 NCalls = 951 -VariableMetric: Iteration # 148 - FCN = 297353.7620036 Edm = 0.00769435 NCalls = 953 -VariableMetric: Iteration # 149 - FCN = 297353.7470017 Edm = 0.0111079 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297353.7356796 Edm = 0.00385573 NCalls = 958 -VariableMetric: Iteration # 151 - FCN = 297353.7259471 Edm = 0.00674288 NCalls = 961 -VariableMetric: Iteration # 152 - FCN = 297353.7073305 Edm = 0.0149752 NCalls = 964 -VariableMetric: Iteration # 153 - FCN = 297353.6866847 Edm = 0.00905869 NCalls = 967 -VariableMetric: Iteration # 154 - FCN = 297353.670905 Edm = 0.00401928 NCalls = 969 -VariableMetric: Iteration # 155 - FCN = 297353.6634333 Edm = 0.00343702 NCalls = 971 -VariableMetric: Iteration # 156 - FCN = 297353.6609857 Edm = 0.00302259 NCalls = 974 -VariableMetric: Iteration # 157 - FCN = 297353.6510404 Edm = 0.00343249 NCalls = 977 -VariableMetric: Iteration # 158 - FCN = 297353.6449342 Edm = 0.00127229 NCalls = 979 -VariableMetric: Iteration # 159 - FCN = 297353.6422945 Edm = 0.000619122 NCalls = 981 -VariableMetric: Iteration # 160 - FCN = 297353.6412882 Edm = 0.000635581 NCalls = 983 -VariableMetric: Iteration # 161 - FCN = 297353.6401966 Edm = 0.000707007 NCalls = 985 -VariableMetric: Iteration # 162 - FCN = 297353.6384273 Edm = 0.000518154 NCalls = 987 -VariableMetric: Iteration # 163 - FCN = 297353.6348449 Edm = 0.0025472 NCalls = 990 -VariableMetric: Iteration # 164 - FCN = 297353.6244242 Edm = 0.00438801 NCalls = 993 -VariableMetric: Iteration # 165 - FCN = 297353.6174721 Edm = 0.00118786 NCalls = 995 -VariableMetric: Iteration # 166 - FCN = 297353.6153922 Edm = 0.00162257 NCalls = 997 -VariableMetric: Iteration # 167 - FCN = 297353.6141237 Edm = 0.000791675 NCalls = 1000 -VariableMetric: Iteration # 168 - FCN = 297353.6119528 Edm = 0.000366984 NCalls = 1003 -VariableMetric: Iteration # 169 - FCN = 297353.6112116 Edm = 0.000181045 NCalls = 1005 -VariableMetric: Iteration # 170 - FCN = 297353.6102391 Edm = 0.000691391 NCalls = 1008 -VariableMetric: Iteration # 171 - FCN = 297353.608646 Edm = 0.000517043 NCalls = 1010 -VariableMetric: Iteration # 172 - FCN = 297353.60782 Edm = 0.000371351 NCalls = 1012 -VariableMetric: Iteration # 173 - FCN = 297353.6060037 Edm = 0.00131293 NCalls = 1015 -VariableMetric: Iteration # 174 - FCN = 297353.6019284 Edm = 0.000755335 NCalls = 1017 -VariableMetric: Iteration # 175 - FCN = 297353.6007094 Edm = 0.00125937 NCalls = 1020 -VariableMetric: Iteration # 176 - FCN = 297353.5948728 Edm = 0.00306233 NCalls = 1023 -VariableMetric: Iteration # 177 - FCN = 297353.5888963 Edm = 0.00130603 NCalls = 1025 -VariableMetric: Iteration # 178 - FCN = 297353.5879336 Edm = 0.00111789 NCalls = 1027 -VariableMetric: Iteration # 179 - FCN = 297353.5872979 Edm = 0.000961841 NCalls = 1028 -VariableMetric: Iteration # 180 - FCN = 297353.5857209 Edm = 0.000729502 NCalls = 1031 -VariableMetric: Iteration # 181 - FCN = 297353.5850523 Edm = 0.000322961 NCalls = 1032 -VariableMetric: Iteration # 182 - FCN = 297353.5847327 Edm = 0.000151372 NCalls = 1035 -VariableMetric: Iteration # 183 - FCN = 297353.5844647 Edm = 0.000120213 NCalls = 1037 -VariableMetric: Iteration # 184 - FCN = 297353.5840931 Edm = 0.000124428 NCalls = 1039 -VariableMetric: Iteration # 185 - FCN = 297353.5838253 Edm = 0.000131496 NCalls = 1042 -VariableMetric: Iteration # 186 - FCN = 297353.5836896 Edm = 0.000117073 NCalls = 1044 -VariableMetric: Iteration # 187 - FCN = 297353.5835695 Edm = 0.000135915 NCalls = 1047 -VariableMetric: Iteration # 188 - FCN = 297353.5833207 Edm = 8.36787e-05 NCalls = 1050 -VariableMetric: Iteration # 189 - FCN = 297353.5830812 Edm = 7.91203e-05 NCalls = 1052 -VariableMetric: Iteration # 190 - FCN = 297353.5829384 Edm = 0.00027296 NCalls = 1055 -VariableMetric: Iteration # 191 - FCN = 297353.5827627 Edm = 5.49856e-05 NCalls = 1061 -VariableMetric: Iteration # 192 - FCN = 297353.5826846 Edm = 0.000120756 NCalls = 1064 -VariableMetric: Iteration # 193 - FCN = 297353.582614 Edm = 5.94674e-05 NCalls = 1066 -VariableMetric: Iteration # 194 - FCN = 297353.5824592 Edm = 7.13799e-05 NCalls = 1070 -VariableMetric: Iteration # 195 - FCN = 297353.5822977 Edm = 0.000231819 NCalls = 1073 -VariableMetric: Iteration # 196 - FCN = 297353.5822164 Edm = 0.000119082 NCalls = 1075 -VariableMetric: Iteration # 197 - FCN = 297353.5819556 Edm = 9.86272e-05 NCalls = 1080 -VariableMetric: Iteration # 198 - FCN = 297353.5817098 Edm = 0.000347367 NCalls = 1082 -VariableMetric: Iteration # 199 - FCN = 297353.5816158 Edm = 0.000218284 NCalls = 1084 -VariableMetric: Iteration # 200 - FCN = 297353.5812603 Edm = 0.000109944 NCalls = 1089 -VariableMetric: Iteration # 201 - FCN = 297353.5810179 Edm = 0.000138622 NCalls = 1092 -VariableMetric: Iteration # 202 - FCN = 297353.5808312 Edm = 0.00053867 NCalls = 1095 -VariableMetric: Iteration # 203 - FCN = 297353.5807018 Edm = 9.37472e-05 NCalls = 1100 -VariableMetric: Iteration # 204 - FCN = 297353.5806168 Edm = 4.31234e-05 NCalls = 1103 -VariableMetric: After Hessian - FCN = 297353.5806168 Edm = 9.44541e-05 NCalls = 1588 -VariableMetric: Iteration # 205 - FCN = 297353.5806168 Edm = 9.44541e-05 NCalls = 1588 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 350443.0898229 Edm = 9673.22 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 350443.0898229 Edm = 9673.22 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305174.462809 Edm = 5.15221 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 305086.5571653 Edm = 13.627 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298858.3456676 Edm = 70.3715 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297972.9068149 Edm = 58.2393 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297714.3723232 Edm = 60.8723 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297673.8468418 Edm = 11.502 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297666.7958641 Edm = 0.297118 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297665.3866365 Edm = 1.07119 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297647.0104709 Edm = 0.266843 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297646.2600719 Edm = 0.467837 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297604.6219826 Edm = 23.2355 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297535.5067901 Edm = 18.9041 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297506.1178339 Edm = 13.4206 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297495.5659478 Edm = 8.21664 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297486.9361591 Edm = 3.08647 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297483.6916963 Edm = 2.43937 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297482.0388381 Edm = 0.311473 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297481.594692 Edm = 0.0616855 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297481.5095982 Edm = 0.0178457 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297481.2765387 Edm = 0.251334 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297479.2180291 Edm = 2.32006 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297448.7975944 Edm = 4.21262 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297447.7110708 Edm = 7.19006 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297443.8314746 Edm = 2.08615 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297442.5867134 Edm = 0.377204 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297440.6451112 Edm = 1.231 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297435.9612811 Edm = 2.37964 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297435.1249691 Edm = 0.718166 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297434.0116304 Edm = 0.197534 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297433.504605 Edm = 0.133329 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297433.2290611 Edm = 0.164183 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297433.1021417 Edm = 0.133074 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297432.9267327 Edm = 0.362893 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297432.6724366 Edm = 0.318595 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297428.2922352 Edm = 4.17629 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297427.3995952 Edm = 5.49347 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297423.754046 Edm = 4.26542 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297421.0193699 Edm = 2.74492 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297407.2785806 Edm = 11.2759 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297405.7816748 Edm = 13.2464 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297387.1851909 Edm = 3.02186 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297385.4259026 Edm = 0.347809 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297384.5358128 Edm = 0.568251 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297375.0831969 Edm = 2.65433 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297374.7026167 Edm = 2.13601 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297371.8881084 Edm = 1.32115 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297370.405333 Edm = 1.74309 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297366.0319172 Edm = 2.46186 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297365.3578871 Edm = 1.30616 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297353.3120512 Edm = 3.36907 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297347.3666559 Edm = 1.71493 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297345.8935836 Edm = 0.988169 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297345.2147041 Edm = 0.651017 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297344.0358952 Edm = 1.41458 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297342.1670585 Edm = 2.59958 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297338.76753 Edm = 1.96629 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297331.9868585 Edm = 2.14338 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297331.2609062 Edm = 2.62136 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297329.6394324 Edm = 0.443027 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297328.9016971 Edm = 1.44073 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297326.5225183 Edm = 3.64553 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297321.7364193 Edm = 3.35212 NCalls = 228 -VariableMetric: Iteration # 63 - FCN = 297318.4645884 Edm = 2.03496 NCalls = 230 -VariableMetric: Iteration # 64 - FCN = 297316.8310232 Edm = 0.289017 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297316.3277786 Edm = 0.143989 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297316.0374802 Edm = 0.375482 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297315.1685278 Edm = 3.97684 NCalls = 246 -VariableMetric: Iteration # 68 - FCN = 297314.8978076 Edm = 1.0174 NCalls = 249 -VariableMetric: Iteration # 69 - FCN = 297314.5383375 Edm = 0.632668 NCalls = 252 -VariableMetric: Iteration # 70 - FCN = 297312.1530732 Edm = 1.60971 NCalls = 257 -VariableMetric: Iteration # 71 - FCN = 297311.0516493 Edm = 0.499659 NCalls = 259 -VariableMetric: Iteration # 72 - FCN = 297307.4813014 Edm = 0.87357 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297306.6035404 Edm = 0.64826 NCalls = 266 -VariableMetric: Iteration # 74 - FCN = 297306.3030841 Edm = 0.0639434 NCalls = 268 -VariableMetric: Iteration # 75 - FCN = 297306.1351411 Edm = 0.0807929 NCalls = 271 -VariableMetric: Iteration # 76 - FCN = 297306.0211677 Edm = 0.153092 NCalls = 274 -VariableMetric: Iteration # 77 - FCN = 297305.8558442 Edm = 0.254635 NCalls = 278 -VariableMetric: Iteration # 78 - FCN = 297305.4849379 Edm = 0.599078 NCalls = 282 -VariableMetric: Iteration # 79 - FCN = 297304.6554198 Edm = 1.11413 NCalls = 287 -VariableMetric: Iteration # 80 - FCN = 297304.3643568 Edm = 0.214449 NCalls = 291 -VariableMetric: Iteration # 81 - FCN = 297303.5189624 Edm = 0.210145 NCalls = 294 -VariableMetric: Iteration # 82 - FCN = 297303.2249077 Edm = 0.0818796 NCalls = 296 -VariableMetric: Iteration # 83 - FCN = 297303.1808397 Edm = 0.0149216 NCalls = 298 -VariableMetric: Iteration # 84 - FCN = 297303.1517497 Edm = 0.00638251 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297302.8704764 Edm = 0.275162 NCalls = 304 -VariableMetric: Iteration # 86 - FCN = 297290.152163 Edm = 18.0179 NCalls = 308 -VariableMetric: Iteration # 87 - FCN = 297284.113745 Edm = 9.98501 NCalls = 315 -VariableMetric: Iteration # 88 - FCN = 297283.8792464 Edm = 1.21063 NCalls = 317 -VariableMetric: Iteration # 89 - FCN = 297280.6305772 Edm = 0.0559007 NCalls = 321 -VariableMetric: Iteration # 90 - FCN = 297280.5471251 Edm = 0.0136471 NCalls = 323 -VariableMetric: Iteration # 91 - FCN = 297280.4542842 Edm = 0.107433 NCalls = 327 -VariableMetric: Iteration # 92 - FCN = 297279.2269416 Edm = 0.636275 NCalls = 332 -VariableMetric: Iteration # 93 - FCN = 297277.5388008 Edm = 0.276505 NCalls = 335 -VariableMetric: Iteration # 94 - FCN = 297277.3433569 Edm = 0.302756 NCalls = 337 -VariableMetric: Iteration # 95 - FCN = 297277.2061163 Edm = 0.00706882 NCalls = 339 -VariableMetric: Iteration # 96 - FCN = 297277.1929992 Edm = 0.00469262 NCalls = 341 -VariableMetric: Iteration # 97 - FCN = 297277.1203226 Edm = 0.0523989 NCalls = 344 -VariableMetric: Iteration # 98 - FCN = 297272.3408679 Edm = 2.54023 NCalls = 349 -VariableMetric: Iteration # 99 - FCN = 297268.7869734 Edm = 3.57605 NCalls = 352 -VariableMetric: Iteration # 100 - FCN = 297267.2073068 Edm = 0.202651 NCalls = 353 -VariableMetric: Iteration # 101 - FCN = 297266.7821537 Edm = 0.144508 NCalls = 355 -VariableMetric: Iteration # 102 - FCN = 297266.5050227 Edm = 0.0585343 NCalls = 357 -VariableMetric: Iteration # 103 - FCN = 297266.3865853 Edm = 0.0760373 NCalls = 360 -VariableMetric: Iteration # 104 - FCN = 297266.2354298 Edm = 0.032066 NCalls = 363 -VariableMetric: Iteration # 105 - FCN = 297266.1942208 Edm = 0.00488897 NCalls = 365 -VariableMetric: Iteration # 106 - FCN = 297266.1853039 Edm = 0.00379575 NCalls = 367 -VariableMetric: Iteration # 107 - FCN = 297266.1605069 Edm = 0.0201159 NCalls = 370 -VariableMetric: Iteration # 108 - FCN = 297265.9718637 Edm = 0.215227 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297262.7617387 Edm = 1.50644 NCalls = 381 -VariableMetric: Iteration # 110 - FCN = 297257.250193 Edm = 2.53406 NCalls = 383 -VariableMetric: Iteration # 111 - FCN = 297254.3491842 Edm = 0.97712 NCalls = 387 -VariableMetric: Iteration # 112 - FCN = 297253.763877 Edm = 0.148132 NCalls = 389 -VariableMetric: Iteration # 113 - FCN = 297253.6519523 Edm = 0.0265284 NCalls = 390 -VariableMetric: Iteration # 114 - FCN = 297253.6263547 Edm = 0.00723161 NCalls = 392 -VariableMetric: Iteration # 115 - FCN = 297253.6161617 Edm = 0.00221985 NCalls = 394 -VariableMetric: Iteration # 116 - FCN = 297253.6131914 Edm = 0.00126848 NCalls = 396 -VariableMetric: Iteration # 117 - FCN = 297253.6016564 Edm = 0.0102399 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297253.1648155 Edm = 0.426932 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297250.0173032 Edm = 0.584509 NCalls = 409 -VariableMetric: Iteration # 120 - FCN = 297249.3547587 Edm = 0.0523237 NCalls = 411 -VariableMetric: Iteration # 121 - FCN = 297249.324511 Edm = 0.00219601 NCalls = 413 -VariableMetric: Iteration # 122 - FCN = 297249.3218454 Edm = 0.000815059 NCalls = 415 -VariableMetric: Iteration # 123 - FCN = 297249.3157327 Edm = 0.00336138 NCalls = 418 -VariableMetric: Iteration # 124 - FCN = 297249.2746422 Edm = 0.0336257 NCalls = 421 -VariableMetric: Iteration # 125 - FCN = 297246.8518202 Edm = 1.32652 NCalls = 426 -VariableMetric: Iteration # 126 - FCN = 297243.5056308 Edm = 0.292101 NCalls = 429 -VariableMetric: Iteration # 127 - FCN = 297243.2748942 Edm = 0.021368 NCalls = 431 -VariableMetric: Iteration # 128 - FCN = 297243.2496534 Edm = 0.00223163 NCalls = 433 -VariableMetric: Iteration # 129 - FCN = 297243.2474311 Edm = 0.000256765 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297243.246367 Edm = 0.000777231 NCalls = 436 -VariableMetric: Iteration # 131 - FCN = 297243.2327567 Edm = 0.0121229 NCalls = 440 -VariableMetric: Iteration # 132 - FCN = 297243.0592755 Edm = 0.2107 NCalls = 443 -VariableMetric: Iteration # 133 - FCN = 297242.6494474 Edm = 0.329071 NCalls = 447 -VariableMetric: Iteration # 134 - FCN = 297239.5278689 Edm = 0.193916 NCalls = 451 -VariableMetric: Iteration # 135 - FCN = 297239.3900253 Edm = 0.00810709 NCalls = 453 -VariableMetric: Iteration # 136 - FCN = 297239.3819868 Edm = 0.000760843 NCalls = 454 -VariableMetric: Iteration # 137 - FCN = 297239.3810209 Edm = 0.000123944 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297239.3801115 Edm = 0.000884446 NCalls = 459 -VariableMetric: Iteration # 139 - FCN = 297239.3570439 Edm = 0.0273548 NCalls = 465 -VariableMetric: Iteration # 140 - FCN = 297239.3482828 Edm = 0.00839698 NCalls = 470 -VariableMetric: Iteration # 141 - FCN = 297238.1530916 Edm = 0.366756 NCalls = 476 -VariableMetric: Iteration # 142 - FCN = 297237.6980514 Edm = 0.0302219 NCalls = 479 -VariableMetric: Iteration # 143 - FCN = 297237.6680361 Edm = 0.0019163 NCalls = 480 -VariableMetric: Iteration # 144 - FCN = 297237.6659077 Edm = 0.000166652 NCalls = 482 -VariableMetric: Iteration # 145 - FCN = 297237.6657009 Edm = 5.95666e-05 NCalls = 484 -VariableMetric: After Hessian - FCN = 297237.6657009 Edm = 21141 NCalls = 955 -VariableMetric: Iteration # 146 - FCN = 297237.6657009 Edm = 21141 NCalls = 955 -VariableMetric: Iteration # 147 - FCN = 297230.7443324 Edm = 4132.96 NCalls = 963 -VariableMetric: Iteration # 148 - FCN = 297230.4663513 Edm = 0.671393 NCalls = 967 -VariableMetric: Iteration # 149 - FCN = 297229.1350541 Edm = 0.21408 NCalls = 969 -VariableMetric: Iteration # 150 - FCN = 297228.3959122 Edm = 0.184341 NCalls = 971 -VariableMetric: Iteration # 151 - FCN = 297226.4318778 Edm = 2.27243 NCalls = 977 -VariableMetric: Iteration # 152 - FCN = 297225.2814228 Edm = 2.83325 NCalls = 981 -VariableMetric: Iteration # 153 - FCN = 297223.461087 Edm = 2.42773 NCalls = 985 -VariableMetric: Iteration # 154 - FCN = 297222.7966767 Edm = 1.04024 NCalls = 988 -VariableMetric: Iteration # 155 - FCN = 297215.7148875 Edm = 3.32313 NCalls = 994 -VariableMetric: Iteration # 156 - FCN = 297210.4803995 Edm = 1.99063 NCalls = 997 -VariableMetric: Iteration # 157 - FCN = 297208.819316 Edm = 0.752657 NCalls = 1000 -VariableMetric: Iteration # 158 - FCN = 297207.533475 Edm = 0.61143 NCalls = 1003 -VariableMetric: Iteration # 159 - FCN = 297206.71056 Edm = 0.260633 NCalls = 1005 -VariableMetric: Iteration # 160 - FCN = 297206.3061148 Edm = 0.0963611 NCalls = 1007 -VariableMetric: Iteration # 161 - FCN = 297206.1587484 Edm = 0.0345829 NCalls = 1009 -VariableMetric: Iteration # 162 - FCN = 297206.0773773 Edm = 0.0314504 NCalls = 1011 -VariableMetric: Iteration # 163 - FCN = 297206.013584 Edm = 0.0235421 NCalls = 1013 -VariableMetric: Iteration # 164 - FCN = 297205.9743957 Edm = 0.0124057 NCalls = 1015 -VariableMetric: Iteration # 165 - FCN = 297205.9492991 Edm = 0.00678781 NCalls = 1017 -VariableMetric: Iteration # 166 - FCN = 297205.9353055 Edm = 0.00320279 NCalls = 1019 -VariableMetric: Iteration # 167 - FCN = 297205.9249804 Edm = 0.00138254 NCalls = 1021 -VariableMetric: Iteration # 168 - FCN = 297205.9219088 Edm = 0.000663885 NCalls = 1023 -VariableMetric: Iteration # 169 - FCN = 297205.9195159 Edm = 0.000620171 NCalls = 1025 -VariableMetric: Iteration # 170 - FCN = 297205.9177252 Edm = 0.000527706 NCalls = 1027 -VariableMetric: Iteration # 171 - FCN = 297205.9159193 Edm = 0.000492442 NCalls = 1029 -VariableMetric: Iteration # 172 - FCN = 297205.9132141 Edm = 0.00136768 NCalls = 1032 -VariableMetric: Iteration # 173 - FCN = 297205.9067795 Edm = 0.00161459 NCalls = 1034 -VariableMetric: Iteration # 174 - FCN = 297205.8986751 Edm = 0.00106216 NCalls = 1036 -VariableMetric: Iteration # 175 - FCN = 297205.8958784 Edm = 0.00111519 NCalls = 1038 -VariableMetric: Iteration # 176 - FCN = 297205.8918365 Edm = 0.000731348 NCalls = 1040 -VariableMetric: Iteration # 177 - FCN = 297205.8906258 Edm = 0.00036799 NCalls = 1042 -VariableMetric: Iteration # 178 - FCN = 297205.8897484 Edm = 0.000158387 NCalls = 1044 -VariableMetric: Iteration # 179 - FCN = 297205.8890136 Edm = 0.00029865 NCalls = 1046 -VariableMetric: Iteration # 180 - FCN = 297205.8883189 Edm = 2.38832e-05 NCalls = 1048 -VariableMetric: After Hessian - FCN = 297205.8883189 Edm = 0.000232432 NCalls = 1531 -VariableMetric: Iteration # 181 - FCN = 297205.8883189 Edm = 0.000232432 NCalls = 1531 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317843.7091104 Edm = 292.881 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317843.7091104 Edm = 292.881 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305973.4031648 Edm = 3.22093 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304809.6451271 Edm = 11.4685 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 304791.3285202 Edm = 364.233 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 304759.7087227 Edm = 5.4842 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 304686.6429635 Edm = 144.453 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 304187.478554 Edm = 1432.53 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 304071.3862745 Edm = 276.61 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 300611.9311228 Edm = 72.4567 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 300399.6725417 Edm = 113.009 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 300128.5772085 Edm = 2.10595 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 300126.0685031 Edm = 2.24485 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 300111.8839653 Edm = 6.46296 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 299744.2210297 Edm = 1841.61 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 299695.7981077 Edm = 34.1102 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 298155.4821213 Edm = 181.332 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 298136.7383529 Edm = 190.187 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297787.2550781 Edm = 45.9782 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297735.6093029 Edm = 8.01443 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297719.941272 Edm = 3.77632 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297642.049134 Edm = 46.8772 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297528.6361591 Edm = 13.9164 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297518.3505926 Edm = 0.158088 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297518.0868553 Edm = 0.104441 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297431.726154 Edm = 25.0077 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297406.6515658 Edm = 0.53609 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297405.9985656 Edm = 0.138571 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297404.0655029 Edm = 1.91 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297341.8362976 Edm = 35.6936 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297213.5876031 Edm = 10.8233 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297204.523279 Edm = 1.9706 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297200.6110366 Edm = 1.0214 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297198.6510948 Edm = 0.112961 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297198.5134029 Edm = 0.00812735 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297198.5003146 Edm = 0.00464414 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297198.4474363 Edm = 0.0503407 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297192.9510709 Edm = 2.39771 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297170.2856273 Edm = 8.14681 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297158.6049224 Edm = 1.01237 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297157.8527412 Edm = 0.0475687 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297157.7966733 Edm = 0.00351205 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297157.7828342 Edm = 0.00939122 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297157.307211 Edm = 0.452848 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297139.6835251 Edm = 1.89827 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297137.5006177 Edm = 0.119045 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297137.3143505 Edm = 0.0278033 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297137.281827 Edm = 0.00388484 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297137.2755886 Edm = 0.00166428 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297137.251673 Edm = 0.0222089 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297132.7754724 Edm = 3.77315 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297123.0963052 Edm = 1.82183 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297121.2797431 Edm = 0.04484 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297121.2228387 Edm = 0.00438479 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297121.219224 Edm = 0.00100178 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297121.217301 Edm = 0.00139798 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297121.1559915 Edm = 0.0660187 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297121.0611834 Edm = 0.0905383 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297116.2490647 Edm = 0.690202 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297115.5503842 Edm = 0.0682112 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297115.4747299 Edm = 0.00236509 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297115.4720539 Edm = 0.000255104 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297115.4701905 Edm = 0.00157335 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297115.4005859 Edm = 0.0951527 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297114.1882585 Edm = 0.879887 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297112.0457916 Edm = 0.220109 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297111.7403504 Edm = 0.0699251 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297111.6791202 Edm = 0.0162271 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297111.6639019 Edm = 0.00106749 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297111.6627924 Edm = 0.000124182 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297111.6624795 Edm = 0.000206804 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297111.652357 Edm = 0.010315 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297111.5071013 Edm = 0.00350086 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297109.7174616 Edm = 1.06679 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297109.2547397 Edm = 0.344536 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297108.7983639 Edm = 0.137536 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297108.7130084 Edm = 0.013468 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297108.6991337 Edm = 0.00390084 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297108.6955644 Edm = 0.000966703 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297108.6941748 Edm = 0.000193819 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297108.6932128 Edm = 0.000727976 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297108.6393623 Edm = 0.0492008 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297107.5873559 Edm = 0.434158 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297107.2596163 Edm = 0.0706316 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297107.217265 Edm = 0.00803411 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297107.2106314 Edm = 0.000127554 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297107.2104505 Edm = 4.85799e-05 NCalls = 283 -VariableMetric: After Hessian - FCN = 297107.2104505 Edm = 3.16837 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297107.2104505 Edm = 3.16837 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297106.9145123 Edm = 2.57577 NCalls = 764 -VariableMetric: Iteration # 88 - FCN = 297104.8683061 Edm = 0.45571 NCalls = 766 -VariableMetric: Iteration # 89 - FCN = 297104.3356325 Edm = 0.086354 NCalls = 768 -VariableMetric: Iteration # 90 - FCN = 297104.1983424 Edm = 0.11055 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297104.1499481 Edm = 0.0316294 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297104.1057 Edm = 0.0314544 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297104.0505716 Edm = 0.0227755 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297104.0240648 Edm = 0.0420925 NCalls = 781 -VariableMetric: Iteration # 95 - FCN = 297103.9670508 Edm = 0.0210523 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297103.9189946 Edm = 0.0285146 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297103.9038607 Edm = 0.0262189 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297103.8865016 Edm = 0.0187934 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297103.8771678 Edm = 0.0136412 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297103.86787 Edm = 0.00586011 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297103.8602018 Edm = 0.00563125 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297103.8508788 Edm = 0.00444166 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297103.8389906 Edm = 0.0047626 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297103.8328616 Edm = 0.00415899 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297103.8265461 Edm = 0.0015566 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297103.8248793 Edm = 0.0014081 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297103.8236938 Edm = 0.000403222 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297103.8227474 Edm = 0.0002634 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297103.8219449 Edm = 0.000297856 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297103.8213305 Edm = 0.000551434 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297103.8207348 Edm = 0.000313905 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297103.8194861 Edm = 0.000727127 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297103.8165324 Edm = 0.00120845 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297103.8153028 Edm = 0.000989323 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297103.8145411 Edm = 0.000266154 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297103.8141773 Edm = 7.76356e-05 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297103.8139573 Edm = 9.40977e-05 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297103.8133655 Edm = 0.000453403 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297103.81271 Edm = 0.000508299 NCalls = 843 -VariableMetric: Iteration # 120 - FCN = 297103.8117792 Edm = 0.00055018 NCalls = 846 -VariableMetric: Iteration # 121 - FCN = 297103.8114994 Edm = 0.000147279 NCalls = 848 -VariableMetric: Iteration # 122 - FCN = 297103.8112918 Edm = 3.85685e-05 NCalls = 850 -VariableMetric: After Hessian - FCN = 297103.8112918 Edm = 0.000735349 NCalls = 1341 -VariableMetric: Iteration # 123 - FCN = 297103.8112918 Edm = 0.000735349 NCalls = 1341 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329502.2661258 Edm = 1512.26 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329502.2661258 Edm = 1512.26 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314901.553487 Edm = 26.9521 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 310916.8827092 Edm = 33.0577 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 310907.3353954 Edm = 37.7905 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 310659.7050346 Edm = 191.825 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 309381.3780203 Edm = 319.033 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 303429.0314425 Edm = 457.78 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 303429.0314425 Edm = 457.78 NCalls = 48 -VariableMetric: After Hessian - FCN = 303429.0314425 Edm = 5.81648e+07 NCalls = 521 -VariableMetric: Iteration # 8 - FCN = 303429.0314425 Edm = 5.81648e+07 NCalls = 521 -VariableMetric: Iteration # 9 - FCN = 299117.6341409 Edm = 1.25032e+08 NCalls = 530 -VariableMetric: Iteration # 10 - FCN = 299117.6341409 Edm = 1.25032e+08 NCalls = 541 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319169.742918 Edm = 54.0322 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319169.742918 Edm = 54.0322 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302870.8615457 Edm = 3.88806 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302840.535654 Edm = 8.62347 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302828.9742516 Edm = 8.21087 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299895.2928715 Edm = 633.781 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298557.7761948 Edm = 36.1634 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298509.3167181 Edm = 11.2351 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298501.2358071 Edm = 0.484239 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298488.53136 Edm = 13.2642 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298477.8476845 Edm = 8.41046 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297953.6280861 Edm = 264.195 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297944.5066835 Edm = 14.5952 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297487.6765416 Edm = 55.6523 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297439.4915518 Edm = 6.75736 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297421.9883304 Edm = 1.14679 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297420.8473386 Edm = 0.0424903 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297420.7196315 Edm = 0.101321 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297387.5661773 Edm = 22.2449 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297252.4222941 Edm = 5.74954 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297246.6393152 Edm = 0.359221 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297245.8484593 Edm = 0.0215084 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297245.8171322 Edm = 0.0057217 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297245.4555465 Edm = 0.303687 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297221.2328724 Edm = 3.08286 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297216.7807512 Edm = 0.0893669 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297216.6892712 Edm = 0.0019094 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297216.6851505 Edm = 0.00235855 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297216.5925558 Edm = 0.095546 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297215.2426118 Edm = 0.735922 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297203.9328887 Edm = 5.59653 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297194.6543946 Edm = 0.743606 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297194.1002022 Edm = 0.0423301 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297194.0254296 Edm = 0.0239139 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297193.9848421 Edm = 0.00127802 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297193.9828656 Edm = 0.000713599 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297193.9695514 Edm = 0.0140084 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297193.7707663 Edm = 0.18397 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297187.7427418 Edm = 0.960186 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297186.737358 Edm = 0.682461 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297186.1275835 Edm = 0.138299 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297185.9792363 Edm = 0.0142669 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297185.9644441 Edm = 0.00128076 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297185.9603202 Edm = 0.00267592 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297185.8346055 Edm = 0.130588 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297185.771263 Edm = 0.0650539 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297184.6961545 Edm = 0.885209 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297177.9751482 Edm = 1.57395 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297176.7456022 Edm = 0.165782 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297176.5659786 Edm = 0.0581418 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297176.4860424 Edm = 0.0109667 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297176.4697506 Edm = 0.0025907 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297176.4664361 Edm = 0.000996734 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297176.4640099 Edm = 0.00140935 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297176.4202467 Edm = 0.0401295 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297174.8415242 Edm = 1.39507 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297169.8991859 Edm = 1.15952 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297168.4529134 Edm = 0.919286 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297167.9267968 Edm = 0.274619 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297167.5578318 Edm = 0.176517 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297167.3392461 Edm = 0.147008 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297167.1509004 Edm = 0.0970631 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297167.0389407 Edm = 0.0647206 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297166.9689531 Edm = 0.0420412 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297166.9304581 Edm = 0.0101821 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297166.9137141 Edm = 0.00281104 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297166.9100004 Edm = 0.0016104 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297166.9075865 Edm = 0.00126891 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297166.9007454 Edm = 0.00612341 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297166.851938 Edm = 0.0512334 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297166.588451 Edm = 1.05758 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297166.5874053 Edm = 0.00161506 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297166.5723871 Edm = 0.017325 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297166.525993 Edm = 0.0377498 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297166.2698631 Edm = 0.0770029 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297165.9976177 Edm = 0.239618 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297164.195169 Edm = 1.94812 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297162.5268132 Edm = 1.95281 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297160.2810176 Edm = 2.87526 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297156.0430124 Edm = 4.76733 NCalls = 278 -VariableMetric: Iteration # 79 - FCN = 297155.9560604 Edm = 0.242361 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297154.3734208 Edm = 1.98616 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297152.0534249 Edm = 4.45715 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297151.914151 Edm = 0.109962 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297151.6638896 Edm = 0.284715 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297150.0417991 Edm = 1.07207 NCalls = 297 -VariableMetric: Iteration # 85 - FCN = 297145.7018896 Edm = 4.50479 NCalls = 300 -VariableMetric: Iteration # 86 - FCN = 297142.1579059 Edm = 1.6606 NCalls = 302 -VariableMetric: Iteration # 87 - FCN = 297140.4373858 Edm = 0.431744 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297140.1155556 Edm = 0.0105413 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297140.10654 Edm = 0.00110543 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297140.1055634 Edm = 0.000219265 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297140.1050312 Edm = 0.000433667 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297140.1018956 Edm = 0.00259192 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297140.0917494 Edm = 0.00374809 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297140.05132 Edm = 0.0334916 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297138.7397602 Edm = 0.651668 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297137.598959 Edm = 0.0679983 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297137.5362436 Edm = 0.00293639 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297137.533816 Edm = 0.000108504 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297137.5337023 Edm = 2.65439e-05 NCalls = 331 -VariableMetric: After Hessian - FCN = 297137.5337023 Edm = 17.0057 NCalls = 812 -VariableMetric: Iteration # 100 - FCN = 297137.5337023 Edm = 17.0057 NCalls = 812 -VariableMetric: Iteration # 101 - FCN = 297130.0602345 Edm = 56733.7 NCalls = 815 -VariableMetric: Iteration # 102 - FCN = 297129.9287649 Edm = 1868.51 NCalls = 823 -VariableMetric: Iteration # 103 - FCN = 297129.8702432 Edm = 1058.9 NCalls = 828 -VariableMetric: Iteration # 104 - FCN = 297129.3733793 Edm = 753.214 NCalls = 832 -VariableMetric: Iteration # 105 - FCN = 297127.4400912 Edm = 429.396 NCalls = 835 -VariableMetric: Iteration # 106 - FCN = 297127.1462408 Edm = 6063.76 NCalls = 839 -VariableMetric: Iteration # 107 - FCN = 297126.094157 Edm = 4487.67 NCalls = 842 -VariableMetric: Iteration # 108 - FCN = 297124.55204 Edm = 997.367 NCalls = 845 -VariableMetric: Iteration # 109 - FCN = 297123.5137917 Edm = 317.915 NCalls = 848 -VariableMetric: Iteration # 110 - FCN = 297119.9217054 Edm = 380.509 NCalls = 851 -VariableMetric: Iteration # 111 - FCN = 297119.4172747 Edm = 163.768 NCalls = 854 -VariableMetric: Iteration # 112 - FCN = 297118.760847 Edm = 152.385 NCalls = 857 -VariableMetric: Iteration # 113 - FCN = 297117.7989012 Edm = 94.6629 NCalls = 860 -VariableMetric: Iteration # 114 - FCN = 297115.760187 Edm = 44.0872 NCalls = 862 -VariableMetric: Iteration # 115 - FCN = 297114.9101821 Edm = 64.4068 NCalls = 864 -VariableMetric: Iteration # 116 - FCN = 297113.7300984 Edm = 211.121 NCalls = 866 -VariableMetric: Iteration # 117 - FCN = 297111.7240968 Edm = 23.4832 NCalls = 868 -VariableMetric: Iteration # 118 - FCN = 297110.7699253 Edm = 23.7808 NCalls = 870 -VariableMetric: Iteration # 119 - FCN = 297110.0478758 Edm = 11.1721 NCalls = 872 -VariableMetric: Iteration # 120 - FCN = 297107.9001307 Edm = 35.3312 NCalls = 874 -VariableMetric: Iteration # 121 - FCN = 297105.365467 Edm = 13.3606 NCalls = 876 -VariableMetric: Iteration # 122 - FCN = 297102.6066703 Edm = 16.6713 NCalls = 878 -VariableMetric: Iteration # 123 - FCN = 297101.8665304 Edm = 3.07921 NCalls = 880 -VariableMetric: Iteration # 124 - FCN = 297101.0911895 Edm = 4.65672 NCalls = 882 -VariableMetric: Iteration # 125 - FCN = 297100.8379829 Edm = 1.32434 NCalls = 884 -VariableMetric: Iteration # 126 - FCN = 297100.5037134 Edm = 0.799583 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297100.0162714 Edm = 0.138047 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297099.7971723 Edm = 0.139166 NCalls = 890 -VariableMetric: Iteration # 129 - FCN = 297099.7472668 Edm = 0.0983334 NCalls = 892 -VariableMetric: Iteration # 130 - FCN = 297099.7077424 Edm = 0.0351241 NCalls = 893 -VariableMetric: Iteration # 131 - FCN = 297099.7000745 Edm = 0.00824732 NCalls = 895 -VariableMetric: Iteration # 132 - FCN = 297099.6906015 Edm = 0.00190299 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297099.6880076 Edm = 0.00068134 NCalls = 899 -VariableMetric: Iteration # 134 - FCN = 297099.6868264 Edm = 0.000477037 NCalls = 901 -VariableMetric: Iteration # 135 - FCN = 297099.6858907 Edm = 0.00035756 NCalls = 903 -VariableMetric: Iteration # 136 - FCN = 297099.6852601 Edm = 0.000273284 NCalls = 905 -VariableMetric: Iteration # 137 - FCN = 297099.6848457 Edm = 9.59153e-05 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297099.6847335 Edm = 2.45048e-05 NCalls = 909 -VariableMetric: After Hessian - FCN = 297099.6847335 Edm = 6.77828e-05 NCalls = 1406 -VariableMetric: Iteration # 139 - FCN = 297099.6847335 Edm = 6.77828e-05 NCalls = 1406 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308988.8589887 Edm = 9078.84 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308988.8589887 Edm = 9078.84 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300325.9009845 Edm = 260.702 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 299165.6495639 Edm = 1.07752 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 299155.5296154 Edm = 2.63218 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 297816.0801119 Edm = 24.5988 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297801.749576 Edm = 52.1499 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297698.3144856 Edm = 0.483387 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297697.5853116 Edm = 0.335977 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297695.0441627 Edm = 2.5857 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297512.6831085 Edm = 6.3023 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297502.3390449 Edm = 0.207437 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297502.0035622 Edm = 0.136667 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297492.0886916 Edm = 9.01007 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297380.127056 Edm = 0.846692 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297379.2377024 Edm = 0.0249088 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297379.175693 Edm = 0.0363435 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297375.7260488 Edm = 3.33152 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297284.977798 Edm = 3.09693 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297281.8557439 Edm = 0.462882 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297281.3015381 Edm = 0.106817 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297281.1608209 Edm = 0.00629828 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297281.1033462 Edm = 0.0522456 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297273.6966354 Edm = 2.96138 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297220.3087232 Edm = 5.24242 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297211.8832827 Edm = 0.455471 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297210.8809375 Edm = 0.190299 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297210.4602013 Edm = 0.0913005 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297210.2962243 Edm = 0.0156291 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297210.2789302 Edm = 0.00157835 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297210.2708896 Edm = 0.00625679 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297209.9431058 Edm = 0.329081 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297209.527326 Edm = 0.396673 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297197.2445677 Edm = 1.6769 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297195.7391098 Edm = 0.601446 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297195.2478621 Edm = 0.134193 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297195.1461993 Edm = 0.00602421 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297195.1401032 Edm = 0.000969126 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297195.1333547 Edm = 0.0070491 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297194.4741065 Edm = 0.56005 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297188.1564812 Edm = 1.99559 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297185.7939816 Edm = 1.26033 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297185.0430585 Edm = 0.650489 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297184.1331019 Edm = 0.270699 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297183.7290022 Edm = 0.224304 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297183.5087853 Edm = 0.0403799 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297183.4605449 Edm = 0.0071131 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297183.4535337 Edm = 0.00151699 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297183.4514895 Edm = 0.00104648 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297183.4446423 Edm = 0.00396933 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297183.2632922 Edm = 0.16188 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297179.9372503 Edm = 11.3355 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297179.410539 Edm = 0.422962 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297175.9671041 Edm = 1.974 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297175.578835 Edm = 0.540147 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297171.5773637 Edm = 4.06989 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297170.2831612 Edm = 1.62091 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297165.6181245 Edm = 3.40256 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297164.8567084 Edm = 1.62275 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297162.6915989 Edm = 2.02153 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297160.8976283 Edm = 2.66549 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297159.3347295 Edm = 0.816609 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297158.3812462 Edm = 0.669617 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297158.0958025 Edm = 0.123471 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297157.9664252 Edm = 0.0140988 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297157.9446144 Edm = 0.00630987 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297157.9138689 Edm = 0.00843625 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297157.8979893 Edm = 0.000965847 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297157.8966692 Edm = 0.000163442 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297157.8951546 Edm = 0.00170122 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297157.850453 Edm = 0.0383664 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297155.7313664 Edm = 1.5888 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297154.2466431 Edm = 0.312314 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297153.9481453 Edm = 0.0120962 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297153.9317996 Edm = 0.00195303 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297153.9296602 Edm = 0.000326085 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297153.9273964 Edm = 0.00225851 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297153.8112957 Edm = 0.110552 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297150.7494443 Edm = 1.29748 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297149.0701283 Edm = 0.123554 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297148.9794429 Edm = 0.00253715 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297148.9760227 Edm = 0.000291354 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297148.975611 Edm = 6.42015e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297148.975611 Edm = 311.834 NCalls = 725 -VariableMetric: Iteration # 82 - FCN = 297148.975611 Edm = 311.834 NCalls = 725 -VariableMetric: Iteration # 83 - FCN = 297144.3098925 Edm = 110.257 NCalls = 728 -VariableMetric: Iteration # 84 - FCN = 297142.5264508 Edm = 23.7417 NCalls = 734 -VariableMetric: Iteration # 85 - FCN = 297140.3008959 Edm = 3.47157 NCalls = 736 -VariableMetric: Iteration # 86 - FCN = 297137.7006929 Edm = 0.621907 NCalls = 739 -VariableMetric: Iteration # 87 - FCN = 297137.0365515 Edm = 0.277651 NCalls = 741 -VariableMetric: Iteration # 88 - FCN = 297136.6905227 Edm = 0.114297 NCalls = 743 -VariableMetric: Iteration # 89 - FCN = 297136.5545385 Edm = 0.0559438 NCalls = 745 -VariableMetric: Iteration # 90 - FCN = 297136.4898956 Edm = 0.0270317 NCalls = 747 -VariableMetric: Iteration # 91 - FCN = 297136.4492532 Edm = 0.0117552 NCalls = 749 -VariableMetric: Iteration # 92 - FCN = 297136.424965 Edm = 0.00200206 NCalls = 751 -VariableMetric: Iteration # 93 - FCN = 297136.421067 Edm = 0.00106926 NCalls = 753 -VariableMetric: Iteration # 94 - FCN = 297136.418614 Edm = 0.000481728 NCalls = 755 -VariableMetric: Iteration # 95 - FCN = 297136.4167809 Edm = 0.00043123 NCalls = 757 -VariableMetric: Iteration # 96 - FCN = 297136.41546 Edm = 0.0004602 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297136.413829 Edm = 0.000249201 NCalls = 761 -VariableMetric: Iteration # 98 - FCN = 297136.4131557 Edm = 0.000109109 NCalls = 763 -VariableMetric: Iteration # 99 - FCN = 297136.4128074 Edm = 0.000100167 NCalls = 765 -VariableMetric: Iteration # 100 - FCN = 297136.4125642 Edm = 5.04862e-05 NCalls = 767 -VariableMetric: After Hessian - FCN = 297136.4125642 Edm = 0.000290488 NCalls = 1246 -VariableMetric: Iteration # 101 - FCN = 297136.4125642 Edm = 0.000290488 NCalls = 1246 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313032.5948035 Edm = 30.5858 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313032.5948035 Edm = 30.5858 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300318.8829906 Edm = 4.33379 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298825.1094901 Edm = 5716.22 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298434.4636409 Edm = 82.7218 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298384.2863432 Edm = 7.13124 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297695.2693243 Edm = 26.2082 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297669.6019947 Edm = 6.94343 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297664.7610779 Edm = 0.158281 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297664.2432059 Edm = 0.405974 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297582.4991525 Edm = 22.4308 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297552.5015133 Edm = 0.110771 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297552.3208233 Edm = 0.090674 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297527.4597584 Edm = 21.4232 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297438.9036386 Edm = 1.20592 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297437.7595992 Edm = 0.018736 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297437.6545388 Edm = 0.0625213 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297435.8076942 Edm = 1.77398 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297384.4135555 Edm = 9.66876 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297371.4191772 Edm = 0.154475 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297371.1850827 Edm = 0.00669259 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297371.1736005 Edm = 0.00541031 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297370.8659376 Edm = 0.286844 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297348.3786162 Edm = 1.20597 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297347.1877686 Edm = 0.104247 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297347.0312443 Edm = 0.036787 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297346.9804288 Edm = 0.00246619 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297346.9748662 Edm = 0.00327225 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297346.4798754 Edm = 0.421172 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297333.2699251 Edm = 2.26845 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297329.6554836 Edm = 0.208747 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297329.4164955 Edm = 0.0101542 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297329.4086509 Edm = 0.000735613 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297329.4073794 Edm = 0.000645315 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297329.3894017 Edm = 0.0186578 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297328.9145378 Edm = 0.14191 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297326.9802356 Edm = 0.881434 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297325.0671223 Edm = 0.419689 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297324.7830361 Edm = 0.0211767 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297324.7492137 Edm = 0.00469483 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297324.7412169 Edm = 0.00111773 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297324.739222 Edm = 0.000463973 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297324.7382146 Edm = 0.000640112 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297324.6776041 Edm = 0.0566748 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297319.2172678 Edm = 1.30409 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297316.8658657 Edm = 0.150336 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297316.7245486 Edm = 0.0195586 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297316.7107174 Edm = 0.00154445 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297316.7086713 Edm = 0.000356587 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297316.7081937 Edm = 0.000199326 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297316.7073855 Edm = 0.000685587 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297316.6025441 Edm = 0.0872335 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297315.3588689 Edm = 0.243483 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297314.9703721 Edm = 0.009659 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297314.9586442 Edm = 0.000661223 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297314.9580683 Edm = 7.07764e-05 NCalls = 181 -VariableMetric: After Hessian - FCN = 297314.9580683 Edm = 1.6713 NCalls = 656 -VariableMetric: Iteration # 55 - FCN = 297314.9580683 Edm = 1.6713 NCalls = 656 -VariableMetric: Iteration # 56 - FCN = 297314.7710098 Edm = 1.88219 NCalls = 658 -VariableMetric: Iteration # 57 - FCN = 297314.737517 Edm = 0.959821 NCalls = 661 -VariableMetric: Iteration # 58 - FCN = 297313.0278026 Edm = 0.532046 NCalls = 664 -VariableMetric: Iteration # 59 - FCN = 297312.5538958 Edm = 0.203795 NCalls = 667 -VariableMetric: Iteration # 60 - FCN = 297312.03 Edm = 0.467326 NCalls = 672 -VariableMetric: Iteration # 61 - FCN = 297311.7955519 Edm = 0.848015 NCalls = 675 -VariableMetric: Iteration # 62 - FCN = 297311.2820054 Edm = 0.264842 NCalls = 678 -VariableMetric: Iteration # 63 - FCN = 297311.2093531 Edm = 0.0854419 NCalls = 680 -VariableMetric: Iteration # 64 - FCN = 297310.8886828 Edm = 0.299904 NCalls = 683 -VariableMetric: Iteration # 65 - FCN = 297309.4734679 Edm = 2.10141 NCalls = 689 -VariableMetric: Iteration # 66 - FCN = 297309.1384802 Edm = 3.02569 NCalls = 692 -VariableMetric: Iteration # 67 - FCN = 297306.7165493 Edm = 1.92511 NCalls = 697 -VariableMetric: Iteration # 68 - FCN = 297306.6337476 Edm = 0.0668059 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297306.3624336 Edm = 0.319794 NCalls = 701 -VariableMetric: Iteration # 70 - FCN = 297305.6774698 Edm = 1.08646 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297305.1980801 Edm = 0.448589 NCalls = 707 -VariableMetric: Iteration # 72 - FCN = 297303.5566438 Edm = 1.307 NCalls = 712 -VariableMetric: Iteration # 73 - FCN = 297301.2513396 Edm = 3.14323 NCalls = 715 -VariableMetric: Iteration # 74 - FCN = 297298.8090813 Edm = 3.62766 NCalls = 720 -VariableMetric: Iteration # 75 - FCN = 297296.275689 Edm = 3.07011 NCalls = 723 -VariableMetric: Iteration # 76 - FCN = 297293.0428227 Edm = 3.32038 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297290.9856306 Edm = 3.35008 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297289.8687627 Edm = 1.8621 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297288.6652686 Edm = 0.315028 NCalls = 736 -VariableMetric: Iteration # 80 - FCN = 297288.2155431 Edm = 0.121055 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297288.0684688 Edm = 0.0594061 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297287.9748016 Edm = 0.0175363 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297287.9397085 Edm = 0.00616581 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297287.9257274 Edm = 0.00372665 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297287.9171717 Edm = 0.00509097 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297287.8878935 Edm = 0.017914 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297287.7495067 Edm = 0.0613839 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297287.5699728 Edm = 0.200574 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297287.4133685 Edm = 0.202352 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297287.1901855 Edm = 0.239226 NCalls = 765 -VariableMetric: Iteration # 91 - FCN = 297287.0260832 Edm = 0.426813 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297286.6840041 Edm = 0.201873 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297286.310257 Edm = 0.281299 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297286.0964379 Edm = 0.272796 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297285.7244547 Edm = 0.393132 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297285.5565446 Edm = 0.219932 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297285.2520054 Edm = 0.12547 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297284.8870933 Edm = 0.24533 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297284.5627028 Edm = 0.399495 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297284.35737 Edm = 0.256288 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297283.8751426 Edm = 0.854104 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297282.8221469 Edm = 0.511001 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297282.2000802 Edm = 0.332927 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297281.9309315 Edm = 0.0912823 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297281.8923925 Edm = 0.11339 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297281.8244853 Edm = 0.0599276 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297281.7322644 Edm = 0.0418953 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297281.4834387 Edm = 0.187429 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297281.3938869 Edm = 0.158764 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297281.1264847 Edm = 0.385083 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297280.6600007 Edm = 0.514395 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297280.1082129 Edm = 0.309762 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297279.8128258 Edm = 0.0995692 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297279.6758887 Edm = 0.0286249 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297279.6410516 Edm = 0.0108262 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297279.6314956 Edm = 0.00182016 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297279.6294012 Edm = 0.00027648 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297279.6291488 Edm = 4.81742e-05 NCalls = 843 -VariableMetric: After Hessian - FCN = 297279.6291488 Edm = 7.97182e-05 NCalls = 1328 -VariableMetric: Iteration # 119 - FCN = 297279.6291488 Edm = 7.97182e-05 NCalls = 1328 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310487.2253277 Edm = 116.797 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310487.2253277 Edm = 116.797 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310035.555132 Edm = 7.6728 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 309780.6136508 Edm = 101.165 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303901.6871109 Edm = 392.569 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298459.3599388 Edm = 342.695 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298188.1383076 Edm = 386.958 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297944.0669776 Edm = 6.65371 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297937.6872589 Edm = 0.881537 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297935.2472881 Edm = 3.01259 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 297897.0273806 Edm = 10.986 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297878.6810168 Edm = 0.138255 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297878.3710212 Edm = 0.195895 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297796.291148 Edm = 72.8233 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297393.1300213 Edm = 94.3494 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297350.6197507 Edm = 43.4033 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297322.951375 Edm = 2.75234 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297321.3120718 Edm = 0.0672357 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297321.1518358 Edm = 0.0890438 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297317.8736499 Edm = 2.53247 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297277.0312467 Edm = 5.23616 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297269.4410055 Edm = 2.19375 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297265.5588754 Edm = 0.689456 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297263.5797235 Edm = 1.00756 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297262.8022118 Edm = 0.355201 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297262.2188506 Edm = 0.108201 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297262.0251071 Edm = 0.0251297 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297261.9649768 Edm = 0.0183513 NCalls = 81 -VariableMetric: Iteration # 27 - FCN = 297261.75885 Edm = 0.186857 NCalls = 85 -VariableMetric: Iteration # 28 - FCN = 297247.9219817 Edm = 11.8333 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297239.3821605 Edm = 2.33219 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297236.8975004 Edm = 0.0258405 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297236.8609409 Edm = 0.00882427 NCalls = 97 -VariableMetric: Iteration # 32 - FCN = 297236.7342588 Edm = 0.153259 NCalls = 100 -VariableMetric: Iteration # 33 - FCN = 297236.3365175 Edm = 0.327936 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297227.0924649 Edm = 0.948814 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297226.1388471 Edm = 0.0374774 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297226.1052492 Edm = 0.00491654 NCalls = 112 -VariableMetric: Iteration # 37 - FCN = 297226.0914286 Edm = 0.00738763 NCalls = 114 -VariableMetric: Iteration # 38 - FCN = 297226.0566484 Edm = 0.0208854 NCalls = 116 -VariableMetric: Iteration # 39 - FCN = 297224.7510784 Edm = 1.12376 NCalls = 121 -VariableMetric: Iteration # 40 - FCN = 297194.4514314 Edm = 14.9219 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297182.193602 Edm = 7.98279 NCalls = 127 -VariableMetric: Iteration # 42 - FCN = 297173.6404222 Edm = 0.852171 NCalls = 130 -VariableMetric: Iteration # 43 - FCN = 297173.0370486 Edm = 0.0938158 NCalls = 132 -VariableMetric: Iteration # 44 - FCN = 297172.9388708 Edm = 0.0137525 NCalls = 134 -VariableMetric: Iteration # 45 - FCN = 297172.906027 Edm = 0.0050338 NCalls = 136 -VariableMetric: Iteration # 46 - FCN = 297172.8987494 Edm = 0.00162138 NCalls = 138 -VariableMetric: Iteration # 47 - FCN = 297172.8949023 Edm = 0.00104108 NCalls = 140 -VariableMetric: Iteration # 48 - FCN = 297172.8902516 Edm = 0.00246456 NCalls = 142 -VariableMetric: Iteration # 49 - FCN = 297172.8353209 Edm = 0.0457049 NCalls = 146 -VariableMetric: Iteration # 50 - FCN = 297166.2328105 Edm = 3.00559 NCalls = 153 -VariableMetric: Iteration # 51 - FCN = 297163.2771128 Edm = 0.610718 NCalls = 156 -VariableMetric: Iteration # 52 - FCN = 297162.5685496 Edm = 0.028734 NCalls = 158 -VariableMetric: Iteration # 53 - FCN = 297162.5293601 Edm = 0.0059933 NCalls = 160 -VariableMetric: Iteration # 54 - FCN = 297162.5236485 Edm = 0.00351779 NCalls = 161 -VariableMetric: Iteration # 55 - FCN = 297162.514378 Edm = 0.00249965 NCalls = 163 -VariableMetric: Iteration # 56 - FCN = 297162.5106893 Edm = 0.000415463 NCalls = 165 -VariableMetric: Iteration # 57 - FCN = 297162.5084006 Edm = 0.00181058 NCalls = 168 -VariableMetric: Iteration # 58 - FCN = 297162.0746454 Edm = 0.356881 NCalls = 174 -VariableMetric: Iteration # 59 - FCN = 297158.7395545 Edm = 5.75864 NCalls = 179 -VariableMetric: Iteration # 60 - FCN = 297156.4327378 Edm = 1.50048 NCalls = 182 -VariableMetric: Iteration # 61 - FCN = 297155.6815355 Edm = 0.268181 NCalls = 184 -VariableMetric: Iteration # 62 - FCN = 297154.8769242 Edm = 0.270164 NCalls = 186 -VariableMetric: Iteration # 63 - FCN = 297154.4972375 Edm = 0.0454232 NCalls = 188 -VariableMetric: Iteration # 64 - FCN = 297154.4568261 Edm = 0.00232736 NCalls = 190 -VariableMetric: Iteration # 65 - FCN = 297154.4534178 Edm = 0.000855941 NCalls = 192 -VariableMetric: Iteration # 66 - FCN = 297154.4517271 Edm = 0.000802697 NCalls = 194 -VariableMetric: Iteration # 67 - FCN = 297154.4386272 Edm = 0.0130718 NCalls = 198 -VariableMetric: Iteration # 68 - FCN = 297153.3066415 Edm = 0.347163 NCalls = 205 -VariableMetric: Iteration # 69 - FCN = 297149.3063803 Edm = 2.13132 NCalls = 208 -VariableMetric: Iteration # 70 - FCN = 297145.0019611 Edm = 0.962748 NCalls = 211 -VariableMetric: Iteration # 71 - FCN = 297144.0621807 Edm = 0.0308857 NCalls = 212 -VariableMetric: Iteration # 72 - FCN = 297144.0212087 Edm = 0.00287375 NCalls = 214 -VariableMetric: Iteration # 73 - FCN = 297144.0182744 Edm = 0.000378977 NCalls = 215 -VariableMetric: Iteration # 74 - FCN = 297144.0166481 Edm = 0.00156697 NCalls = 217 -VariableMetric: Iteration # 75 - FCN = 297143.991434 Edm = 0.0298933 NCalls = 222 -VariableMetric: Iteration # 76 - FCN = 297143.7264241 Edm = 0.254092 NCalls = 229 -VariableMetric: Iteration # 77 - FCN = 297141.2992587 Edm = 1.3479 NCalls = 233 -VariableMetric: Iteration # 78 - FCN = 297139.5848272 Edm = 0.0992602 NCalls = 235 -VariableMetric: Iteration # 79 - FCN = 297139.4994813 Edm = 0.00377283 NCalls = 237 -VariableMetric: Iteration # 80 - FCN = 297139.4959268 Edm = 0.000430748 NCalls = 238 -VariableMetric: Iteration # 81 - FCN = 297139.4952036 Edm = 0.000404236 NCalls = 240 -VariableMetric: Iteration # 82 - FCN = 297139.4928688 Edm = 0.00175745 NCalls = 243 -VariableMetric: Iteration # 83 - FCN = 297139.4768521 Edm = 0.0144471 NCalls = 246 -VariableMetric: Iteration # 84 - FCN = 297138.3993017 Edm = 0.727015 NCalls = 253 -VariableMetric: Iteration # 85 - FCN = 297136.6443753 Edm = 0.158676 NCalls = 258 -VariableMetric: Iteration # 86 - FCN = 297136.5196671 Edm = 0.0463033 NCalls = 260 -VariableMetric: Iteration # 87 - FCN = 297136.4784696 Edm = 0.0141579 NCalls = 262 -VariableMetric: Iteration # 88 - FCN = 297136.4600096 Edm = 0.00211846 NCalls = 264 -VariableMetric: Iteration # 89 - FCN = 297136.4574064 Edm = 0.000104297 NCalls = 266 -VariableMetric: Iteration # 90 - FCN = 297136.457272 Edm = 2.11067e-05 NCalls = 268 -VariableMetric: After Hessian - FCN = 297136.457272 Edm = 1.63595 NCalls = 741 -VariableMetric: Iteration # 91 - FCN = 297136.457272 Edm = 1.63595 NCalls = 741 -VariableMetric: Iteration # 92 - FCN = 297133.4753204 Edm = 0.635581 NCalls = 744 -VariableMetric: Iteration # 93 - FCN = 297132.9392478 Edm = 0.145125 NCalls = 747 -VariableMetric: Iteration # 94 - FCN = 297132.8130188 Edm = 0.379626 NCalls = 750 -VariableMetric: Iteration # 95 - FCN = 297132.7265156 Edm = 0.0608705 NCalls = 752 -VariableMetric: Iteration # 96 - FCN = 297132.5864926 Edm = 0.211077 NCalls = 755 -VariableMetric: Iteration # 97 - FCN = 297132.4778328 Edm = 0.189407 NCalls = 758 -VariableMetric: Iteration # 98 - FCN = 297132.2911634 Edm = 0.195935 NCalls = 761 -VariableMetric: Iteration # 99 - FCN = 297132.1021171 Edm = 0.211526 NCalls = 765 -VariableMetric: Iteration # 100 - FCN = 297131.804301 Edm = 0.334803 NCalls = 768 -VariableMetric: Iteration # 101 - FCN = 297131.708433 Edm = 0.130324 NCalls = 770 -VariableMetric: Iteration # 102 - FCN = 297131.6150566 Edm = 0.0370133 NCalls = 772 -VariableMetric: Iteration # 103 - FCN = 297131.4139506 Edm = 0.249204 NCalls = 774 -VariableMetric: Iteration # 104 - FCN = 297131.2239587 Edm = 0.292835 NCalls = 776 -VariableMetric: Iteration # 105 - FCN = 297131.1439512 Edm = 0.0415107 NCalls = 778 -VariableMetric: Iteration # 106 - FCN = 297131.0933285 Edm = 0.0159255 NCalls = 780 -VariableMetric: Iteration # 107 - FCN = 297131.0825539 Edm = 0.00208473 NCalls = 782 -VariableMetric: Iteration # 108 - FCN = 297131.079971 Edm = 0.00127188 NCalls = 784 -VariableMetric: Iteration # 109 - FCN = 297131.0776623 Edm = 0.000624807 NCalls = 786 -VariableMetric: Iteration # 110 - FCN = 297131.0765796 Edm = 0.000347554 NCalls = 788 -VariableMetric: Iteration # 111 - FCN = 297131.0753981 Edm = 0.000429713 NCalls = 790 -VariableMetric: Iteration # 112 - FCN = 297131.0744298 Edm = 0.000498162 NCalls = 792 -VariableMetric: Iteration # 113 - FCN = 297131.0737305 Edm = 0.000353334 NCalls = 794 -VariableMetric: Iteration # 114 - FCN = 297131.0729218 Edm = 0.000341242 NCalls = 797 -VariableMetric: Iteration # 115 - FCN = 297131.0717701 Edm = 0.000142542 NCalls = 799 -VariableMetric: Iteration # 116 - FCN = 297131.0715278 Edm = 1.74033e-05 NCalls = 801 -VariableMetric: After Hessian - FCN = 297131.0715278 Edm = 1.83409e-05 NCalls = 1286 -VariableMetric: Iteration # 117 - FCN = 297131.0715278 Edm = 1.83409e-05 NCalls = 1286 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304333.702905 Edm = 11.1644 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304333.702905 Edm = 11.1644 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299405.6715425 Edm = 1.69324 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299364.8147741 Edm = 6.79798 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299357.9956592 Edm = 4.53661 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298806.4497204 Edm = 135.05 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298455.8178908 Edm = 96.8523 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298308.0029283 Edm = 1.97894 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298304.7287439 Edm = 0.429018 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298301.3000221 Edm = 4.23078 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298210.7419569 Edm = 61.1953 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297923.4382934 Edm = 31.5026 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297911.6991452 Edm = 0.757894 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297910.8721855 Edm = 0.194833 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297907.7944689 Edm = 2.75878 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297726.7217914 Edm = 26.4719 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297692.8771214 Edm = 0.870995 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297691.3786669 Edm = 0.0427367 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297691.2754982 Edm = 0.0633706 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297688.697889 Edm = 2.58774 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297565.5103973 Edm = 17.5133 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297547.2734488 Edm = 1.22577 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297546.0657359 Edm = 0.165612 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297545.7940736 Edm = 0.0321212 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297545.0526353 Edm = 0.680963 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297472.4566859 Edm = 38.501 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297408.3669197 Edm = 19.5434 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297391.8712072 Edm = 1.28035 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297389.6055997 Edm = 0.474679 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297389.0047157 Edm = 0.0834085 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297388.9007811 Edm = 0.00772318 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297388.8760101 Edm = 0.0102011 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297388.792258 Edm = 0.038862 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297382.1772879 Edm = 6.68196 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297348.2586345 Edm = 11.7053 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297335.2357067 Edm = 10.6434 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297330.3113137 Edm = 4.44748 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297328.5343299 Edm = 1.56858 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297327.4290871 Edm = 0.0323513 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297327.398186 Edm = 0.00841853 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297327.3867136 Edm = 0.00564747 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297327.3032226 Edm = 0.084276 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297324.4113605 Edm = 2.7689 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297314.6210816 Edm = 1.9284 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297313.4393368 Edm = 0.0846654 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297313.3927372 Edm = 0.0119201 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297313.3830074 Edm = 0.000980092 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297313.3722949 Edm = 0.0112657 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297312.19321 Edm = 0.410962 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297308.3331332 Edm = 1.60138 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297304.8155604 Edm = 0.0743621 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297304.7348425 Edm = 0.0020213 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297304.7320869 Edm = 0.000996497 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297304.7210655 Edm = 0.011322 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297304.0829251 Edm = 0.422899 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297300.1430048 Edm = 1.61416 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297296.9930297 Edm = 0.18535 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297296.8219459 Edm = 0.00261064 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297296.8192392 Edm = 0.00016233 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297296.8188413 Edm = 0.000264877 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297296.8137125 Edm = 0.00557259 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297296.6390483 Edm = 0.0227331 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297295.394167 Edm = 0.481008 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297293.6869453 Edm = 0.0302457 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297293.6439976 Edm = 0.00642282 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297293.6357351 Edm = 0.000236307 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297293.6353246 Edm = 0.000153427 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297293.6300528 Edm = 0.00496462 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297293.1608827 Edm = 0.316892 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297292.1973326 Edm = 0.0336919 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297292.1460503 Edm = 0.00458466 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297292.1405526 Edm = 0.00245054 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297292.1379182 Edm = 0.00018077 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297292.137659 Edm = 7.03272e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297292.137659 Edm = 55.1698 NCalls = 702 -VariableMetric: Iteration # 73 - FCN = 297292.137659 Edm = 55.1698 NCalls = 702 -VariableMetric: Iteration # 74 - FCN = 297291.2396604 Edm = 1.26932 NCalls = 709 -VariableMetric: Iteration # 75 - FCN = 297290.0147821 Edm = 0.915812 NCalls = 713 -VariableMetric: Iteration # 76 - FCN = 297289.4896203 Edm = 0.226583 NCalls = 714 -VariableMetric: Iteration # 77 - FCN = 297289.1403112 Edm = 0.193643 NCalls = 717 -VariableMetric: Iteration # 78 - FCN = 297288.8447183 Edm = 0.20844 NCalls = 720 -VariableMetric: Iteration # 79 - FCN = 297288.7367813 Edm = 0.103944 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297288.6001266 Edm = 0.0717281 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297288.5471655 Edm = 0.0254898 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297288.5079505 Edm = 0.0223766 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297288.4895321 Edm = 0.0140784 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297288.4534435 Edm = 0.0183707 NCalls = 736 -VariableMetric: Iteration # 85 - FCN = 297288.4272683 Edm = 0.0104454 NCalls = 738 -VariableMetric: Iteration # 86 - FCN = 297288.4124182 Edm = 0.00850096 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297288.4044676 Edm = 0.0109041 NCalls = 743 -VariableMetric: Iteration # 88 - FCN = 297288.3918284 Edm = 0.00438491 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297288.3818256 Edm = 0.0039198 NCalls = 748 -VariableMetric: Iteration # 90 - FCN = 297288.3765657 Edm = 0.00223939 NCalls = 750 -VariableMetric: Iteration # 91 - FCN = 297288.3729076 Edm = 0.00104233 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297288.3712661 Edm = 0.000582955 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297288.3695663 Edm = 0.000508785 NCalls = 757 -VariableMetric: Iteration # 94 - FCN = 297288.3682839 Edm = 0.000440533 NCalls = 759 -VariableMetric: Iteration # 95 - FCN = 297288.3660462 Edm = 0.00088754 NCalls = 763 -VariableMetric: Iteration # 96 - FCN = 297288.3644319 Edm = 0.000360672 NCalls = 765 -VariableMetric: Iteration # 97 - FCN = 297288.3636296 Edm = 0.000368368 NCalls = 767 -VariableMetric: Iteration # 98 - FCN = 297288.3633997 Edm = 0.000146722 NCalls = 769 -VariableMetric: Iteration # 99 - FCN = 297288.3632003 Edm = 4.84577e-05 NCalls = 771 -VariableMetric: After Hessian - FCN = 297288.3632003 Edm = 0.000361237 NCalls = 1258 -VariableMetric: Iteration # 100 - FCN = 297288.3632003 Edm = 0.000361237 NCalls = 1258 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314092.6608618 Edm = 49.9345 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314092.6608618 Edm = 49.9345 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306630.1489752 Edm = 14.8869 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302455.7857664 Edm = 4.031 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302425.1951497 Edm = 2.18467 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301884.9740645 Edm = 1696.83 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 301881.418593 Edm = 7.07656 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300318.3395295 Edm = 488.167 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 300137.1696653 Edm = 533.948 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298790.3821715 Edm = 708.608 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298740.3021223 Edm = 287.328 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 298573.508011 Edm = 93.1475 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298293.0957084 Edm = 56.2539 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 297760.7472389 Edm = 121.683 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297489.533274 Edm = 1.91577 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 297474.3365138 Edm = 2.78384 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 297456.3853392 Edm = 5.21397 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 297413.1005683 Edm = 29.1399 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297400.2585871 Edm = 6.92337 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297391.1433096 Edm = 3.20001 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297386.3062564 Edm = 3.72982 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297378.2133352 Edm = 2.40061 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297373.4187007 Edm = 1.28963 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297372.325066 Edm = 0.504542 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297371.8158372 Edm = 0.0789607 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297371.6692207 Edm = 0.019592 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297371.6429635 Edm = 0.0154498 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297371.2099458 Edm = 0.343046 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297363.0440803 Edm = 9.83828 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297358.4470883 Edm = 4.09983 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297340.2906287 Edm = 20.0543 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297332.0024218 Edm = 7.03596 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297314.8766334 Edm = 42.4959 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297192.0170496 Edm = 26.4185 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297180.2747019 Edm = 3.20707 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297173.8985288 Edm = 0.536748 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297170.2709488 Edm = 1.18156 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297167.7477998 Edm = 0.353442 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297167.4303337 Edm = 0.735881 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297167.0325343 Edm = 0.0893679 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297166.7880433 Edm = 0.111735 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297166.5364769 Edm = 0.129399 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297166.151019 Edm = 0.346469 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297164.7066867 Edm = 3.89361 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297154.5613365 Edm = 5.00075 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297152.9864105 Edm = 7.68261 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297144.0325416 Edm = 5.9586 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297133.200831 Edm = 4.49878 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297127.0153004 Edm = 0.306184 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297126.5058827 Edm = 0.0399103 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297126.4471377 Edm = 0.0113852 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297126.3819654 Edm = 0.0578282 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297124.9480286 Edm = 1.26022 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297102.7965926 Edm = 8.53437 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297099.4507064 Edm = 1.31462 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297098.0769389 Edm = 0.168406 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297097.6671935 Edm = 0.262991 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297097.4750308 Edm = 0.0710479 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297097.3841685 Edm = 0.0206965 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297097.3501066 Edm = 0.0209763 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297097.2026654 Edm = 0.163866 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297097.0371765 Edm = 0.15993 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297087.1261342 Edm = 1.5223 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297086.5599276 Edm = 0.479775 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297086.3650391 Edm = 0.02831 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297086.3371644 Edm = 0.00150433 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297086.3321116 Edm = 0.00299464 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297086.2803359 Edm = 0.0452317 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297084.8413219 Edm = 0.999757 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297073.4428418 Edm = 0.906951 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297071.9367579 Edm = 0.297648 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297071.6247573 Edm = 0.059525 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297071.5745232 Edm = 0.0043598 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297071.5687323 Edm = 0.000540908 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297071.566439 Edm = 0.001666 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297071.4539738 Edm = 0.132613 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297071.3578685 Edm = 0.0938902 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297071.2266932 Edm = 0.117575 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297066.4094767 Edm = 2.80155 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297063.9041206 Edm = 1.49924 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297062.804987 Edm = 0.599571 NCalls = 279 -VariableMetric: Iteration # 80 - FCN = 297062.1479759 Edm = 0.404704 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297061.5449734 Edm = 0.151278 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297061.4474445 Edm = 0.0107918 NCalls = 286 -VariableMetric: Iteration # 83 - FCN = 297061.4375196 Edm = 0.001111 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297061.4349618 Edm = 0.000635873 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297061.4337876 Edm = 0.000310415 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297061.4259117 Edm = 0.00927803 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297060.898434 Edm = 0.0555374 NCalls = 302 -VariableMetric: Iteration # 88 - FCN = 297059.1485306 Edm = 0.477902 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297058.2753698 Edm = 0.194607 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297058.0751826 Edm = 0.0133843 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297058.0619467 Edm = 0.00507075 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297058.057359 Edm = 0.00174816 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297058.0547077 Edm = 0.000616761 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297058.0538023 Edm = 0.00053935 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297058.0510988 Edm = 0.00236261 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297057.6988372 Edm = 0.324138 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297057.6861393 Edm = 0.0149628 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297057.579959 Edm = 0.122736 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297057.0077303 Edm = 0.320716 NCalls = 342 -VariableMetric: Iteration # 100 - FCN = 297055.9115234 Edm = 1.13398 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297053.6785728 Edm = 1.10607 NCalls = 350 -VariableMetric: Iteration # 102 - FCN = 297053.4843549 Edm = 0.352445 NCalls = 352 -VariableMetric: Iteration # 103 - FCN = 297052.2907009 Edm = 0.456217 NCalls = 355 -VariableMetric: Iteration # 104 - FCN = 297051.5682711 Edm = 0.243008 NCalls = 358 -VariableMetric: Iteration # 105 - FCN = 297051.422726 Edm = 0.136438 NCalls = 360 -VariableMetric: Iteration # 106 - FCN = 297051.3093496 Edm = 0.0541759 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297051.2578348 Edm = 0.0236721 NCalls = 364 -VariableMetric: Iteration # 108 - FCN = 297051.1898792 Edm = 0.0191817 NCalls = 366 -VariableMetric: Iteration # 109 - FCN = 297051.160563 Edm = 0.00300732 NCalls = 368 -VariableMetric: Iteration # 110 - FCN = 297051.1573883 Edm = 0.000564622 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297051.1563499 Edm = 0.000349926 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297051.1512685 Edm = 0.00534919 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297051.0049005 Edm = 0.15057 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297051.0037252 Edm = 0.000874113 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297050.9910258 Edm = 0.0136979 NCalls = 387 -VariableMetric: Iteration # 116 - FCN = 297050.7769178 Edm = 0.26063 NCalls = 394 -VariableMetric: Iteration # 117 - FCN = 297050.7756007 Edm = 0.000888819 NCalls = 396 -VariableMetric: Iteration # 118 - FCN = 297050.7435345 Edm = 0.0308873 NCalls = 401 -VariableMetric: Iteration # 119 - FCN = 297050.4643068 Edm = 0.170021 NCalls = 404 -VariableMetric: Iteration # 120 - FCN = 297049.4768084 Edm = 0.862986 NCalls = 407 -VariableMetric: Iteration # 121 - FCN = 297048.3915208 Edm = 0.6304 NCalls = 411 -VariableMetric: Iteration # 122 - FCN = 297047.8400349 Edm = 0.681741 NCalls = 413 -VariableMetric: Iteration # 123 - FCN = 297047.3579748 Edm = 0.104891 NCalls = 416 -VariableMetric: Iteration # 124 - FCN = 297047.1943663 Edm = 0.0634802 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297046.9869446 Edm = 0.0983075 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297046.8065143 Edm = 0.174678 NCalls = 425 -VariableMetric: Iteration # 127 - FCN = 297046.6914447 Edm = 0.0351099 NCalls = 428 -VariableMetric: Iteration # 128 - FCN = 297046.660871 Edm = 0.00212186 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297046.6583108 Edm = 0.000351651 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297046.6575992 Edm = 0.000271871 NCalls = 434 -VariableMetric: Iteration # 131 - FCN = 297046.6569609 Edm = 0.000578459 NCalls = 436 -VariableMetric: Iteration # 132 - FCN = 297046.6510505 Edm = 0.00737805 NCalls = 440 -VariableMetric: Iteration # 133 - FCN = 297046.6062752 Edm = 0.0390643 NCalls = 446 -VariableMetric: Iteration # 134 - FCN = 297045.9311133 Edm = 0.529194 NCalls = 449 -VariableMetric: Iteration # 135 - FCN = 297045.4707183 Edm = 0.0728266 NCalls = 452 -VariableMetric: Iteration # 136 - FCN = 297045.3718503 Edm = 0.0135316 NCalls = 454 -VariableMetric: Iteration # 137 - FCN = 297045.3455249 Edm = 0.0164516 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297045.333326 Edm = 0.00972832 NCalls = 459 -VariableMetric: Iteration # 139 - FCN = 297045.3180566 Edm = 0.00246497 NCalls = 461 -VariableMetric: Iteration # 140 - FCN = 297045.314079 Edm = 0.000265983 NCalls = 463 -VariableMetric: Iteration # 141 - FCN = 297045.3137845 Edm = 3.7873e-05 NCalls = 465 -VariableMetric: After Hessian - FCN = 297045.3137845 Edm = 1.06059 NCalls = 944 -VariableMetric: Iteration # 142 - FCN = 297045.3137845 Edm = 1.06059 NCalls = 944 -VariableMetric: Iteration # 143 - FCN = 297044.3062583 Edm = 0.44372 NCalls = 945 -VariableMetric: Iteration # 144 - FCN = 297044.1772934 Edm = 0.121792 NCalls = 947 -VariableMetric: Iteration # 145 - FCN = 297044.0439436 Edm = 0.0448127 NCalls = 949 -VariableMetric: Iteration # 146 - FCN = 297044.0010529 Edm = 0.0317989 NCalls = 951 -VariableMetric: Iteration # 147 - FCN = 297043.989055 Edm = 0.017233 NCalls = 953 -VariableMetric: Iteration # 148 - FCN = 297043.9730132 Edm = 0.00935483 NCalls = 956 -VariableMetric: Iteration # 149 - FCN = 297043.9598608 Edm = 0.00349894 NCalls = 959 -VariableMetric: Iteration # 150 - FCN = 297043.9541232 Edm = 0.00326805 NCalls = 961 -VariableMetric: Iteration # 151 - FCN = 297043.9507866 Edm = 0.00206003 NCalls = 963 -VariableMetric: Iteration # 152 - FCN = 297043.9486388 Edm = 0.00114093 NCalls = 966 -VariableMetric: Iteration # 153 - FCN = 297043.9474737 Edm = 0.00101689 NCalls = 968 -VariableMetric: Iteration # 154 - FCN = 297043.9455937 Edm = 0.000759223 NCalls = 972 -VariableMetric: Iteration # 155 - FCN = 297043.9440261 Edm = 0.00200707 NCalls = 974 -VariableMetric: Iteration # 156 - FCN = 297043.9421746 Edm = 0.00285005 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297043.940155 Edm = 0.00228283 NCalls = 980 -VariableMetric: Iteration # 158 - FCN = 297043.9380384 Edm = 0.00456708 NCalls = 984 -VariableMetric: Iteration # 159 - FCN = 297043.9352829 Edm = 0.00286888 NCalls = 987 -VariableMetric: Iteration # 160 - FCN = 297043.9312335 Edm = 0.00323468 NCalls = 991 -VariableMetric: Iteration # 161 - FCN = 297043.9265943 Edm = 0.00445152 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297043.922651 Edm = 0.00533247 NCalls = 996 -VariableMetric: Iteration # 163 - FCN = 297043.9157051 Edm = 0.00520373 NCalls = 998 -VariableMetric: Iteration # 164 - FCN = 297043.9076155 Edm = 0.00360018 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297043.8991855 Edm = 0.00574264 NCalls = 1005 -VariableMetric: Iteration # 166 - FCN = 297043.8970618 Edm = 0.00605149 NCalls = 1007 -VariableMetric: Iteration # 167 - FCN = 297043.8926206 Edm = 0.00100966 NCalls = 1010 -VariableMetric: Iteration # 168 - FCN = 297043.8902003 Edm = 0.00128373 NCalls = 1012 -VariableMetric: Iteration # 169 - FCN = 297043.8894842 Edm = 0.000992698 NCalls = 1014 -VariableMetric: Iteration # 170 - FCN = 297043.8886919 Edm = 0.000580645 NCalls = 1016 -VariableMetric: Iteration # 171 - FCN = 297043.8875398 Edm = 0.000361099 NCalls = 1018 -VariableMetric: Iteration # 172 - FCN = 297043.8870918 Edm = 1.95634e-05 NCalls = 1020 -VariableMetric: After Hessian - FCN = 297043.8870918 Edm = 3.8641e-05 NCalls = 1513 -VariableMetric: Iteration # 173 - FCN = 297043.8870918 Edm = 3.8641e-05 NCalls = 1513 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314186.8607106 Edm = 64.4607 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314186.8607106 Edm = 64.4607 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298728.0991326 Edm = 0.732686 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298727.0502175 Edm = 0.983686 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298379.7155893 Edm = 384.611 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298378.331448 Edm = 1.25373 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297692.4889966 Edm = 12.7245 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297662.1577577 Edm = 0.209458 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297661.8313883 Edm = 0.134765 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297637.4752054 Edm = 20.1921 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297507.2926707 Edm = 43.7673 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297472.5869959 Edm = 1.34238 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297470.9199793 Edm = 0.0897513 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297470.327704 Edm = 0.501639 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297410.9386785 Edm = 22.754 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297365.4117308 Edm = 4.05511 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297361.7844589 Edm = 0.434822 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297361.2874873 Edm = 0.0814932 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297361.1347328 Edm = 0.0818926 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297354.4087125 Edm = 5.21743 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297326.7322384 Edm = 0.587944 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297325.9839442 Edm = 0.127838 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297325.8149024 Edm = 0.0376337 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297325.7339497 Edm = 0.0232865 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297325.261925 Edm = 0.436329 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297290.5596897 Edm = 19.762 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297272.4171075 Edm = 2.86648 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297269.2818306 Edm = 0.180619 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297269.0730102 Edm = 0.00829817 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297269.0624341 Edm = 0.0027449 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297268.9052322 Edm = 0.16782 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297266.7659818 Edm = 1.5933 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297251.8563782 Edm = 0.617389 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297250.9478352 Edm = 0.0427418 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297250.9040717 Edm = 0.000886743 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297250.902022 Edm = 0.00089931 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297250.8140266 Edm = 0.0722091 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297249.2046147 Edm = 1.22149 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297244.1661701 Edm = 0.523536 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297243.6642333 Edm = 0.227372 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297243.5172518 Edm = 0.0289133 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297243.4782279 Edm = 0.00383436 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297243.472549 Edm = 0.000593399 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297243.470578 Edm = 0.00138789 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297243.3665888 Edm = 0.112912 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297243.3632911 Edm = 0.00294368 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297242.7475064 Edm = 0.212052 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297240.2908101 Edm = 1.64898 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297236.8340472 Edm = 1.28563 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297235.231304 Edm = 0.736139 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297234.8881199 Edm = 0.338865 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297234.3543184 Edm = 0.189678 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297234.1226245 Edm = 0.0428492 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297234.0759417 Edm = 0.01855 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297234.0601363 Edm = 0.0021051 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297234.0571459 Edm = 0.00055139 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297234.0530969 Edm = 0.00305883 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297233.9777424 Edm = 0.047175 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297233.6482604 Edm = 0.301951 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297232.4952574 Edm = 1.13348 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297231.0561457 Edm = 2.53293 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297230.7344229 Edm = 0.541797 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297227.19884 Edm = 4.08461 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297226.5967535 Edm = 1.03304 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297225.3708813 Edm = 1.4754 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297225.3024497 Edm = 0.135852 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297224.1814002 Edm = 1.03934 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297223.2403446 Edm = 0.646396 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297222.6530832 Edm = 0.116714 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297222.3797106 Edm = 0.0644306 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297222.3039558 Edm = 0.00560621 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297222.2997661 Edm = 0.000376904 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297222.2991818 Edm = 0.000227616 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297222.2896938 Edm = 0.00605522 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297222.2171908 Edm = 0.0554376 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297221.2996648 Edm = 0.144581 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297221.1311952 Edm = 0.0110241 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297221.1191105 Edm = 0.000216897 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297221.1188499 Edm = 2.69907e-05 NCalls = 256 -VariableMetric: After Hessian - FCN = 297221.1188499 Edm = 6.1327 NCalls = 733 -VariableMetric: Iteration # 78 - FCN = 297221.1188499 Edm = 6.1327 NCalls = 733 -VariableMetric: Iteration # 79 - FCN = 297219.9720631 Edm = 552.649 NCalls = 741 -VariableMetric: Iteration # 80 - FCN = 297219.9627928 Edm = 237.104 NCalls = 747 -VariableMetric: Iteration # 81 - FCN = 297219.9518555 Edm = 398.355 NCalls = 751 -VariableMetric: Iteration # 82 - FCN = 297219.7977896 Edm = 229.756 NCalls = 754 -VariableMetric: Iteration # 83 - FCN = 297219.7944876 Edm = 5791.93 NCalls = 757 -VariableMetric: Iteration # 84 - FCN = 297219.6098789 Edm = 166.005 NCalls = 760 -VariableMetric: Iteration # 85 - FCN = 297219.1341151 Edm = 260.022 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297218.8836122 Edm = 125.528 NCalls = 766 -VariableMetric: Iteration # 87 - FCN = 297218.3419743 Edm = 54.2052 NCalls = 769 -VariableMetric: Iteration # 88 - FCN = 297217.8853427 Edm = 25.4571 NCalls = 772 -VariableMetric: Iteration # 89 - FCN = 297217.3824392 Edm = 5.56836 NCalls = 775 -VariableMetric: Iteration # 90 - FCN = 297217.2254069 Edm = 8.93799 NCalls = 777 -VariableMetric: Iteration # 91 - FCN = 297217.1033493 Edm = 1.3589 NCalls = 779 -VariableMetric: Iteration # 92 - FCN = 297216.9870272 Edm = 3.93783 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297216.906984 Edm = 0.307499 NCalls = 783 -VariableMetric: Iteration # 94 - FCN = 297216.8867792 Edm = 0.577798 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297216.8042366 Edm = 0.604481 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297216.7429583 Edm = 0.0786169 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297216.7029122 Edm = 0.253517 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297216.6733689 Edm = 0.0736848 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297216.6618267 Edm = 0.187073 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297216.6226506 Edm = 0.172519 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297216.5987821 Edm = 0.0535185 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297216.5835462 Edm = 0.00865305 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297216.5821324 Edm = 0.00531531 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297216.5787979 Edm = 0.000379509 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297216.5786494 Edm = 9.4237e-05 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297216.5785962 Edm = 2.74877e-05 NCalls = 810 -VariableMetric: After Hessian - FCN = 297216.5785962 Edm = 1.02273e-05 NCalls = 1301 -VariableMetric: Iteration # 107 - FCN = 297216.5785962 Edm = 1.02273e-05 NCalls = 1301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312837.6282015 Edm = 24.4418 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312837.6282015 Edm = 24.4418 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302304.6585189 Edm = 1.49487 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301202.3867697 Edm = 87.4961 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301202.3867697 Edm = 87.4961 NCalls = 27 -VariableMetric: After Hessian - FCN = 301202.3867697 Edm = 1.0512e+08 NCalls = 498 -VariableMetric: Iteration # 4 - FCN = 301202.3867697 Edm = 1.0512e+08 NCalls = 498 -VariableMetric: Iteration # 5 - FCN = 301202.3867697 Edm = 1.0512e+08 NCalls = 509 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306125.8635688 Edm = 6.9561 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306125.8635688 Edm = 6.9561 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301721.1244692 Edm = 3.64615 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301717.3746425 Edm = 4.43801 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301583.4842773 Edm = 178.752 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299362.2908443 Edm = 499.791 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 299096.9461681 Edm = 63.4335 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299040.2596842 Edm = 2.64405 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299034.151029 Edm = 3.60593 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299006.3774299 Edm = 14.4194 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298539.6681996 Edm = 229.574 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298311.3681691 Edm = 83.9961 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298041.9751615 Edm = 56.9554 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297972.491377 Edm = 10.3025 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297965.6698136 Edm = 0.45556 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297965.0420955 Edm = 0.238636 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297952.4836707 Edm = 15.0557 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297951.2162344 Edm = 1.1454 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297863.2276818 Edm = 60.5426 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297667.2387756 Edm = 13.4386 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297633.9877523 Edm = 2.82605 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297630.0141498 Edm = 0.147427 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297629.8081637 Edm = 0.0566997 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297629.3609535 Edm = 0.468834 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297619.9988798 Edm = 8.98353 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297564.008503 Edm = 52.4323 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297516.50156 Edm = 78.3483 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297492.9164894 Edm = 6.58912 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297489.3024276 Edm = 1.75299 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297487.5038462 Edm = 0.0347379 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297487.3319085 Edm = 0.160284 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297485.6108333 Edm = 2.0319 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297480.5014659 Edm = 4.79584 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297274.6474134 Edm = 14.9874 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297253.1500898 Edm = 5.06177 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297245.6855088 Edm = 0.307189 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297245.3498201 Edm = 0.0284889 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297245.2734649 Edm = 0.0281976 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297245.208613 Edm = 0.00697441 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297245.1930521 Edm = 0.00905788 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297244.055632 Edm = 0.934009 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297228.8308531 Edm = 3.82159 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297223.4355861 Edm = 0.489073 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297223.0321112 Edm = 0.0285192 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297223.0030094 Edm = 0.00507637 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297222.996075 Edm = 0.00288897 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297222.9795356 Edm = 0.0135435 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297222.3583632 Edm = 0.523248 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297218.2502673 Edm = 1.5471 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297216.7116024 Edm = 0.154506 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297216.5510318 Edm = 0.0128264 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297216.5392766 Edm = 0.00217148 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297216.4989274 Edm = 0.0346003 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297215.687578 Edm = 1.09415 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297215.1714442 Edm = 0.466768 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297204.1054164 Edm = 0.425651 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297203.5930991 Edm = 0.0214254 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297203.5470484 Edm = 0.00733637 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297203.5259438 Edm = 0.00443586 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297203.496557 Edm = 0.0212096 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297203.0609028 Edm = 0.510651 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297198.1996689 Edm = 3.31078 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297187.2661635 Edm = 0.298825 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297186.9441847 Edm = 0.0473207 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297186.8776218 Edm = 0.00486082 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297186.8719176 Edm = 0.0012887 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297186.870419 Edm = 0.00131661 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297186.8555039 Edm = 0.0108344 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297186.7823301 Edm = 0.0527792 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297186.0058672 Edm = 0.70905 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297180.9108292 Edm = 0.591378 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297180.4034027 Edm = 0.0648326 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297180.3476096 Edm = 0.00538605 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297180.3412814 Edm = 0.000746711 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297180.3401772 Edm = 0.000344557 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297180.3371775 Edm = 0.00239314 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297180.2793531 Edm = 0.0474517 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297177.7330679 Edm = 1.96452 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297171.8615529 Edm = 0.789225 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297171.2709577 Edm = 0.0191218 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297171.2511654 Edm = 0.000492875 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297171.2505136 Edm = 0.000135911 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297171.2498262 Edm = 0.000557262 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297171.2449403 Edm = 0.00404847 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297171.2030006 Edm = 0.0469555 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297170.7681417 Edm = 0.261078 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297169.9321724 Edm = 0.0313937 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297169.9031561 Edm = 0.00122903 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297169.9022032 Edm = 2.99889e-05 NCalls = 271 -VariableMetric: After Hessian - FCN = 297169.9022032 Edm = 200.088 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297169.9022032 Edm = 200.088 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297165.7163548 Edm = 5.78425 NCalls = 753 -VariableMetric: Iteration # 90 - FCN = 297163.5905903 Edm = 0.813838 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297163.3795929 Edm = 0.0369349 NCalls = 758 -VariableMetric: Iteration # 92 - FCN = 297163.3022467 Edm = 0.0230916 NCalls = 760 -VariableMetric: Iteration # 93 - FCN = 297163.1660027 Edm = 0.023598 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297163.1213229 Edm = 0.015447 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297163.0442236 Edm = 0.027397 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297162.985317 Edm = 0.024419 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297162.9103122 Edm = 0.0487189 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297162.7989352 Edm = 0.05507 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297162.4058385 Edm = 0.075824 NCalls = 777 -VariableMetric: Iteration # 100 - FCN = 297162.0765642 Edm = 0.0673883 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297161.9222027 Edm = 0.0446163 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297161.7221726 Edm = 0.0615834 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297161.6221718 Edm = 0.0345417 NCalls = 786 -VariableMetric: Iteration # 104 - FCN = 297161.4893529 Edm = 0.0504624 NCalls = 789 -VariableMetric: Iteration # 105 - FCN = 297161.3877448 Edm = 0.0258571 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297161.3185341 Edm = 0.0321626 NCalls = 794 -VariableMetric: Iteration # 107 - FCN = 297161.2645447 Edm = 0.013308 NCalls = 796 -VariableMetric: Iteration # 108 - FCN = 297161.2360154 Edm = 0.00915904 NCalls = 798 -VariableMetric: Iteration # 109 - FCN = 297161.1977697 Edm = 0.0103229 NCalls = 800 -VariableMetric: Iteration # 110 - FCN = 297161.1707263 Edm = 0.00576377 NCalls = 802 -VariableMetric: Iteration # 111 - FCN = 297161.151866 Edm = 0.00319727 NCalls = 804 -VariableMetric: Iteration # 112 - FCN = 297161.1447951 Edm = 0.0016032 NCalls = 806 -VariableMetric: Iteration # 113 - FCN = 297161.1410031 Edm = 0.000589321 NCalls = 808 -VariableMetric: Iteration # 114 - FCN = 297161.1394374 Edm = 0.000456344 NCalls = 810 -VariableMetric: Iteration # 115 - FCN = 297161.1382226 Edm = 0.000227462 NCalls = 812 -VariableMetric: Iteration # 116 - FCN = 297161.1378171 Edm = 7.08705e-05 NCalls = 814 -VariableMetric: After Hessian - FCN = 297161.1378171 Edm = 0.000234944 NCalls = 1293 -VariableMetric: Iteration # 117 - FCN = 297161.1378171 Edm = 0.000234944 NCalls = 1293 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=2181 (2181 total) | -| EDM = 5.85E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296995.1485083831 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.38 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.25 | 0.19 | | | -1.5 | 1.5 | | -| 2 | phi_s | 18.6 | 2.2 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.07 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 5.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.01 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 6.9 | 0.9 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -0.22 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.95 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.29 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | -4.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 0.15 | 0.60 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.22 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -3.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.503 | 0.022 | | | -2 | 2 | | -| 18| p3770_s | 2.58 | 0.28 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.45 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.12 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.22 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.13 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.218 0.004 -0.348 -0.081 -0.001 0.485 0.001 0.006 -0.021 0.211 -0.106 0.534 0.008 -0.017 -0.553 -0.196 0.011 0.328 -0.021 0.218 0.541 0.335 -0.007 | -| Ctt | -0.218 1.000 -0.018 0.360 -0.192 -0.001 -0.351 0.007 0.133 -0.164 0.192 0.675 -0.274 0.000 0.240 0.030 -0.173 0.013 -0.129 -0.052 0.241 -0.137 -0.147 0.014 | -| phi_s | 0.004 -0.018 1.000 -0.013 -0.006 -0.014 0.009 -0.056 0.119 0.011 0.004 -0.046 -0.016 0.939 -0.007 -0.024 -0.010 -0.013 0.003 -0.002 -0.016 0.012 -0.003 0.043 | -| p4040_s | -0.348 0.360 -0.013 1.000 0.003 0.000 -0.553 -0.003 0.049 0.041 -0.090 0.099 -0.249 -0.006 0.139 0.247 0.045 0.031 -0.049 0.079 -0.041 -0.270 -0.348 0.024 | -| DDstar_p | -0.081 -0.192 -0.006 0.003 1.000 0.002 0.041 -0.034 -0.008 0.450 -0.211 -0.244 -0.209 -0.009 -0.025 0.599 0.121 0.057 -0.120 0.260 -0.022 -0.090 -0.039 0.095 | -| omega_p | -0.001 -0.001 -0.014 0.000 0.002 1.000 -0.001 -0.103 0.004 -0.002 -0.001 -0.003 -0.000 -0.013 0.000 0.002 0.001 0.004 -0.001 0.000 -0.000 -0.001 -0.001 0.021 | -| p4160_p | 0.485 -0.351 0.009 -0.553 0.041 -0.001 1.000 -0.001 -0.021 -0.000 0.276 -0.150 0.596 0.009 -0.097 -0.546 -0.159 -0.001 0.366 0.008 -0.149 0.583 0.506 -0.008 | -| omega_s | 0.001 0.007 -0.056 -0.003 -0.034 -0.103 -0.001 1.000 0.273 0.059 0.003 0.029 0.001 -0.079 -0.005 -0.018 -0.011 -0.097 0.000 -0.001 -0.002 -0.002 0.005 -0.372 | -| rho_p | 0.006 0.133 0.119 0.049 -0.008 0.004 -0.021 0.273 1.000 0.032 0.002 0.281 -0.022 0.110 0.032 0.014 0.015 -0.026 0.012 -0.003 0.074 -0.019 0.033 0.230 | -| bplus_1 | -0.021 -0.164 0.011 0.041 0.450 -0.002 -0.000 0.059 0.032 1.000 -0.044 -0.283 -0.016 0.000 0.078 0.186 0.137 -0.789 -0.002 -0.015 0.013 -0.003 -0.089 -0.114 | -| psi2s_p | 0.211 0.192 0.004 -0.090 -0.211 -0.001 0.276 0.003 0.002 -0.044 1.000 -0.030 0.461 0.007 -0.032 -0.529 -0.185 -0.011 0.102 -0.053 -0.072 0.404 0.154 -0.014 | -| bplus_2 | -0.106 0.675 -0.046 0.099 -0.244 -0.003 -0.150 0.029 0.281 -0.283 -0.030 1.000 -0.250 -0.007 -0.011 0.070 -0.022 -0.033 -0.137 0.047 0.129 -0.127 0.088 0.009 | -| jpsi_p | 0.534 -0.274 -0.016 -0.249 -0.209 -0.000 0.596 0.001 -0.022 -0.016 0.461 -0.250 1.000 -0.013 -0.123 -0.768 -0.190 0.000 0.542 -0.047 -0.092 0.601 0.355 -0.021 | -| phi_p | 0.008 0.000 0.939 -0.006 -0.009 -0.013 0.009 -0.079 0.110 0.000 0.007 -0.007 -0.013 1.000 -0.002 -0.026 -0.008 -0.001 0.008 -0.002 -0.004 0.012 0.004 0.055 | -| p4415_s | -0.017 0.240 -0.007 0.139 -0.025 0.000 -0.097 -0.005 0.032 0.078 -0.032 -0.011 -0.123 -0.002 1.000 0.085 0.025 0.032 -0.039 0.020 0.298 -0.106 -0.172 0.024 | -| Dbar_p | -0.553 0.030 -0.024 0.247 0.599 0.002 -0.546 -0.018 0.014 0.186 -0.529 0.070 -0.768 -0.026 0.085 1.000 0.227 0.047 -0.541 0.293 0.055 -0.651 -0.350 0.057 | -| Dbar_s | -0.196 -0.173 -0.010 0.045 0.121 0.001 -0.159 -0.011 0.015 0.137 -0.185 -0.022 -0.190 -0.008 0.025 0.227 1.000 0.032 -0.193 0.109 -0.033 -0.086 -0.149 0.037 | -| bplus_0 | 0.011 0.013 -0.013 0.031 0.057 0.004 -0.001 -0.097 -0.026 -0.789 -0.011 -0.033 0.000 -0.001 0.032 0.047 0.032 1.000 0.022 -0.001 0.049 0.006 0.008 0.226 | -| p3770_s | 0.328 -0.129 0.003 -0.049 -0.120 -0.001 0.366 0.000 0.012 -0.002 0.102 -0.137 0.542 0.008 -0.039 -0.541 -0.193 0.022 1.000 -0.074 -0.017 0.263 0.225 -0.003 | -| DDstar_s | -0.021 -0.052 -0.002 0.079 0.260 0.000 0.008 -0.001 -0.003 -0.015 -0.053 0.047 -0.047 -0.002 0.020 0.293 0.109 -0.001 -0.074 1.000 0.061 -0.136 0.069 0.000 | -| p4160_s | 0.218 0.241 -0.016 -0.041 -0.022 -0.000 -0.149 -0.002 0.074 0.013 -0.072 0.129 -0.092 -0.004 0.298 0.055 -0.033 0.049 -0.017 0.061 1.000 -0.048 -0.226 0.027 | -| p3770_p | 0.541 -0.137 0.012 -0.270 -0.090 -0.001 0.583 -0.002 -0.019 -0.003 0.404 -0.127 0.601 0.012 -0.106 -0.651 -0.086 0.006 0.263 -0.136 -0.048 1.000 0.365 -0.008 | -| p4415_p | 0.335 -0.147 -0.003 -0.348 -0.039 -0.001 0.506 0.005 0.033 -0.089 0.154 0.088 0.355 0.004 -0.172 -0.350 -0.149 0.008 0.225 0.069 -0.226 0.365 1.000 -0.006 | -| rho_s | -0.007 0.014 0.043 0.024 0.095 0.021 -0.008 -0.372 0.230 -0.114 -0.014 0.009 -0.021 0.055 0.024 0.057 0.037 0.226 -0.003 0.000 0.027 -0.008 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2140174794448706}), (, {'error': 0.18902885924482238}), (, {'error': 2.2002879055068387}), (, {'error': 0.18147758779602685}), (, {'error': 0.6231763641738235}), (, {'error': 0.1046045247633689}), (, {'error': 0.14706248359533092}), (, {'error': 0.8761678343144239}), (, {'error': 0.28398852198868685}), (, {'error': 0.046882227417756606}), (, {'error': 0.0390457944418916}), (, {'error': 0.09173158191035813}), (, {'error': 0.04442391552296954}), (, {'error': 0.595106608357022}), (, {'error': 0.18811020986676696}), (, {'error': 0.887558424392979}), (, {'error': 0.43735517525121087}), (, {'error': 0.02169877567069256}), (, {'error': 0.28444274676770864}), (, {'error': 0.452112188739495}), (, {'error': 0.16705185416103974}), (, {'error': 0.15872732003421675}), (, {'error': 0.1976985491004628}), (, {'error': 0.3210129129323426})]) -Toy 1/25 -Time taken: 8 min, 30 s -Projected time left: 3 h, 24 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1362 (1362 total) | -| EDM = 9.22E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297451.9907948882 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.03 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.50 | 0.22 | | | -1.5 | 1.5 | | -| 2 | phi_s | 16.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.88 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.13 | 0.41 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.30 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 5.5 | 1.6 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.18 | 0.08 | | | -2 | 2 | | -| 12| jpsi_p | 4.649 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -0.25 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.446 | 0.018 | | | -2 | 2 | | -| 18| p3770_s | 3.25 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.21 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.43 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.22 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.352 0.000 -0.207 0.128 -0.002 0.345 -0.003 -0.012 -0.003 -0.195 -0.088 -0.089 -0.002 -0.044 -0.033 0.025 0.012 -0.086 0.035 0.261 0.177 0.196 0.000 | -| Ctt | -0.352 1.000 -0.036 0.304 -0.098 0.012 -0.404 0.015 0.103 -0.185 0.182 0.688 0.236 -0.003 0.219 -0.343 0.003 -0.016 -0.141 -0.006 0.251 -0.248 -0.050 -0.015 | -| phi_s | 0.000 -0.036 1.000 -0.018 0.005 0.053 0.001 0.056 0.140 0.029 -0.003 -0.067 -0.010 0.709 -0.007 -0.006 -0.000 -0.028 -0.010 0.000 -0.021 -0.004 -0.015 0.004 | -| p4040_s | -0.207 0.304 -0.018 1.000 -0.192 0.009 -0.520 0.011 0.059 -0.056 -0.074 0.147 -0.056 0.004 0.194 -0.154 0.001 0.019 0.070 0.005 0.157 -0.160 -0.182 -0.008 | -| DDstar_p | 0.128 -0.098 0.005 -0.192 1.000 -0.030 0.177 -0.047 -0.020 0.424 -0.069 -0.320 0.083 -0.003 -0.071 -0.146 0.004 0.012 0.115 0.052 -0.128 0.273 -0.072 0.094 | -| omega_p | -0.002 0.012 0.053 0.009 -0.030 1.000 -0.005 0.787 0.036 0.060 -0.003 0.045 -0.041 0.019 -0.003 -0.011 0.000 -0.091 -0.003 -0.001 0.008 -0.019 0.010 -0.241 | -| p4160_p | 0.345 -0.404 0.001 -0.520 0.177 -0.005 1.000 -0.006 -0.017 -0.005 -0.138 -0.084 -0.051 -0.003 -0.087 0.018 0.035 0.013 -0.028 0.060 -0.160 0.211 0.306 0.004 | -| omega_s | -0.003 0.015 0.056 0.011 -0.047 0.787 -0.006 1.000 0.157 0.099 -0.003 0.056 -0.052 0.000 -0.006 -0.020 -0.000 -0.155 -0.007 -0.002 0.008 -0.029 0.014 -0.501 | -| rho_p | -0.012 0.103 0.140 0.059 -0.020 0.036 -0.017 0.157 1.000 0.025 -0.004 0.254 -0.096 0.139 0.023 0.018 0.001 -0.018 0.019 -0.000 0.068 -0.017 0.046 0.107 | -| bplus_1 | -0.003 -0.185 0.029 -0.056 0.424 0.060 -0.005 0.099 0.025 1.000 -0.006 -0.351 0.033 0.006 0.084 0.181 0.003 -0.802 0.051 0.012 -0.041 0.151 -0.137 -0.177 | -| psi2s_p | -0.195 0.182 -0.003 -0.074 -0.069 -0.003 -0.138 -0.003 -0.004 -0.006 1.000 0.005 -0.040 -0.004 0.010 -0.061 0.033 -0.010 -0.387 0.033 -0.083 -0.042 -0.094 -0.000 | -| bplus_2 | -0.088 0.688 -0.067 0.147 -0.320 0.045 -0.084 0.056 0.254 -0.351 0.005 1.000 0.129 0.016 -0.029 -0.088 0.004 0.002 -0.093 -0.003 0.169 -0.133 0.202 -0.048 | -| jpsi_p | -0.089 0.236 -0.010 -0.056 0.083 -0.041 -0.051 -0.052 -0.096 0.033 -0.040 0.129 1.000 -0.038 -0.018 0.191 0.062 -0.054 -0.050 0.079 -0.043 0.035 -0.030 0.038 | -| phi_p | -0.002 -0.003 0.709 0.004 -0.003 0.019 -0.003 0.000 0.139 0.006 -0.004 0.016 -0.038 1.000 0.002 0.002 0.001 0.001 0.000 0.001 0.004 -0.006 0.002 0.037 | -| p4415_s | -0.044 0.219 -0.007 0.194 -0.071 -0.003 -0.087 -0.006 0.023 0.084 0.010 -0.029 -0.018 0.002 1.000 0.007 0.000 0.018 0.010 -0.002 0.316 -0.078 -0.144 0.019 | -| Dbar_p | -0.033 -0.343 -0.006 -0.154 -0.146 -0.011 0.018 -0.020 0.018 0.181 -0.061 -0.088 0.191 0.002 0.007 1.000 0.029 0.025 -0.070 0.003 -0.107 0.325 -0.094 0.046 | -| Dbar_s | 0.025 0.003 -0.000 0.001 0.004 0.000 0.035 -0.000 0.001 0.003 0.033 0.004 0.062 0.001 0.000 0.029 1.000 0.001 0.030 -0.002 0.003 0.050 0.019 0.001 | -| bplus_0 | 0.012 -0.016 -0.028 0.019 0.012 -0.091 0.013 -0.155 -0.018 -0.802 -0.010 0.002 -0.054 0.001 0.018 0.025 0.001 1.000 0.042 0.001 0.031 0.039 0.014 0.302 | -| p3770_s | -0.086 -0.141 -0.010 0.070 0.115 -0.003 -0.028 -0.007 0.019 0.051 -0.387 -0.093 -0.050 0.000 0.010 -0.070 0.030 0.042 1.000 0.034 0.001 -0.295 -0.025 0.017 | -| DDstar_s | 0.035 -0.006 0.000 0.005 0.052 -0.001 0.060 -0.002 -0.000 0.012 0.033 -0.003 0.079 0.001 -0.002 0.003 -0.002 0.001 0.034 1.000 0.007 0.045 0.038 0.004 | -| p4160_s | 0.261 0.251 -0.021 0.157 -0.128 0.008 -0.160 0.008 0.068 -0.041 -0.083 0.169 -0.043 0.004 0.316 -0.107 0.003 0.031 0.001 0.007 1.000 -0.089 -0.167 0.001 | -| p3770_p | 0.177 -0.248 -0.004 -0.160 0.273 -0.019 0.211 -0.029 -0.017 0.151 -0.042 -0.133 0.035 -0.006 -0.078 0.325 0.050 0.039 -0.295 0.045 -0.089 1.000 0.039 0.049 | -| p4415_p | 0.196 -0.050 -0.015 -0.182 -0.072 0.010 0.306 0.014 0.046 -0.137 -0.094 0.202 -0.030 0.002 -0.144 -0.094 0.019 0.014 -0.025 0.038 -0.167 0.039 1.000 -0.019 | -| rho_s | 0.000 -0.015 0.004 -0.008 0.094 -0.241 0.004 -0.501 0.107 -0.177 -0.000 -0.048 0.038 0.037 0.019 0.046 0.001 0.302 0.017 0.004 0.001 0.049 -0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21766278802487982}), (, {'error': 0.21995832249228753}), (, {'error': 1.1261476115441633}), (, {'error': 0.1680416096817871}), (, {'error': 0.3580879629783764}), (, {'error': 0.4062067595078691}), (, {'error': 0.10391440791952888}), (, {'error': 1.5505655972648666}), (, {'error': 0.37049545433663766}), (, {'error': 0.040635728248569425}), (, {'error': 0.031779475554050585}), (, {'error': 0.08498917767411296}), (, {'error': 0.02606282786743286}), (, {'error': 0.25634658551289835}), (, {'error': 0.18633938389133753}), (, {'error': 0.3275528969659085}), (, {'error': 0.021848812121932626}), (, {'error': 0.018411744625705717}), (, {'error': 0.23089650771639958}), (, {'error': 0.027856130000944307}), (, {'error': 0.1650844445174635}), (, {'error': 0.0997873488420904}), (, {'error': 0.1681127477869202}), (, {'error': 0.33864940921789577})]) -Toy 2/25 -Time taken: 14 min, 26 s -Projected time left: 2 h, 45 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1388 (1388 total) | -| EDM = 0.00812 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297256.6864706392 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.19 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.14 | 0.21 | | | -1.5 | 1.5 | | -| 2 | phi_s | 15.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.23 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 3.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.58 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.89 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -1.0 | 0.9 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 12| jpsi_p | -4.720 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 5.87 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 1.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.13 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.425 | 0.029 | | | -2 | 2 | | -| 18| p3770_s | 2.71 | 0.24 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 20| p4160_s | 1.84 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.31 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.99 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.086 -0.002 -0.204 -0.403 -0.009 0.250 0.000 0.008 0.076 0.016 -0.036 0.313 0.005 0.049 -0.117 0.039 -0.008 0.139 -0.014 0.345 0.177 0.261 -0.025 | -| Ctt | -0.086 1.000 -0.032 0.255 0.321 -0.021 -0.281 0.001 0.103 0.121 0.247 -0.613 -0.349 0.008 0.171 -0.547 -0.162 0.027 -0.012 0.026 0.237 -0.212 -0.065 -0.092 | -| phi_s | -0.002 -0.032 1.000 -0.015 -0.011 -0.048 0.009 -0.002 0.085 -0.094 0.000 0.071 -0.012 0.566 -0.012 -0.023 -0.007 0.104 -0.003 -0.002 -0.022 -0.001 -0.006 -0.091 | -| p4040_s | -0.204 0.255 -0.015 1.000 0.002 0.013 -0.423 0.000 0.040 -0.046 0.080 -0.001 -0.026 0.006 0.108 0.041 -0.061 -0.028 0.132 -0.021 -0.086 -0.085 -0.227 0.004 | -| DDstar_p | -0.403 0.321 -0.011 0.002 1.000 -0.006 -0.497 0.001 0.022 -0.017 -0.243 -0.056 -0.638 -0.007 0.034 -0.400 0.031 0.003 -0.206 0.082 -0.063 -0.290 -0.387 -0.013 | -| omega_p | -0.009 -0.021 -0.048 0.013 -0.006 1.000 -0.015 -0.101 0.024 0.213 -0.004 0.053 0.018 0.005 0.016 0.039 0.019 -0.239 -0.013 0.006 0.006 -0.007 -0.010 0.593 | -| p4160_p | 0.250 -0.281 0.009 -0.423 -0.497 -0.015 1.000 -0.000 -0.019 0.075 0.065 -0.045 0.387 0.001 -0.037 0.022 0.088 0.023 0.113 -0.011 -0.084 0.231 0.455 -0.023 | -| omega_s | 0.000 0.001 -0.002 0.000 0.001 -0.101 -0.000 1.000 0.001 0.003 0.000 -0.002 0.001 0.003 0.000 0.001 0.000 -0.004 0.000 0.000 0.001 0.000 0.000 0.004 | -| rho_p | 0.008 0.103 0.085 0.040 0.022 0.024 -0.019 0.001 1.000 0.013 -0.001 -0.298 -0.017 0.099 0.026 0.047 0.013 -0.041 0.012 0.001 0.065 0.000 0.028 -0.135 | -| bplus_1 | 0.076 0.121 -0.094 -0.046 -0.017 0.213 0.075 0.003 0.013 1.000 0.033 -0.079 0.068 0.006 -0.084 -0.208 -0.084 -0.936 0.028 -0.037 0.005 -0.101 0.114 0.356 | -| psi2s_p | 0.016 0.247 0.000 0.080 -0.243 -0.004 0.065 0.000 -0.001 0.033 1.000 -0.059 0.208 0.001 0.015 -0.113 0.049 0.008 -0.186 -0.015 0.007 0.070 0.076 -0.010 | -| bplus_2 | -0.036 -0.613 0.071 -0.001 -0.056 0.053 -0.045 -0.002 -0.298 -0.079 -0.059 1.000 0.178 -0.040 0.099 0.134 0.109 -0.092 -0.001 0.043 -0.080 -0.022 -0.173 0.234 | -| jpsi_p | 0.313 -0.349 -0.012 -0.026 -0.638 0.018 0.387 0.001 -0.017 0.068 0.208 0.178 1.000 -0.002 -0.065 0.135 0.168 -0.078 0.244 -0.042 0.004 0.170 0.278 0.033 | -| phi_p | 0.005 0.008 0.566 0.006 -0.007 0.005 0.001 0.003 0.099 0.006 0.001 -0.040 -0.002 1.000 0.004 0.007 0.004 -0.012 0.004 -0.000 0.010 -0.001 0.007 -0.054 | -| p4415_s | 0.049 0.171 -0.012 0.108 0.034 0.016 -0.037 0.000 0.026 -0.084 0.015 0.099 -0.065 0.004 1.000 0.030 -0.015 -0.027 0.014 -0.008 0.287 -0.041 -0.152 0.017 | -| Dbar_p | -0.117 -0.547 -0.023 0.041 -0.400 0.039 0.022 0.001 0.047 -0.208 -0.113 0.134 0.135 0.007 0.030 1.000 0.208 -0.034 -0.172 -0.063 -0.097 0.315 -0.070 0.050 | -| Dbar_s | 0.039 -0.162 -0.007 -0.061 0.031 0.019 0.088 0.000 0.013 -0.084 0.049 0.109 0.168 0.004 -0.015 0.208 1.000 -0.023 0.057 -0.012 -0.074 0.279 -0.015 0.027 | -| bplus_0 | -0.008 0.027 0.104 -0.028 0.003 -0.239 0.023 -0.004 -0.041 -0.936 0.008 -0.092 -0.078 -0.012 -0.027 -0.034 -0.023 1.000 0.011 -0.005 -0.036 0.066 -0.010 -0.396 | -| p3770_s | 0.139 -0.012 -0.003 0.132 -0.206 -0.013 0.113 0.000 0.012 0.028 -0.186 -0.001 0.244 0.004 0.014 -0.172 0.057 0.011 1.000 0.012 0.083 -0.208 0.130 -0.033 | -| DDstar_s | -0.014 0.026 -0.002 -0.021 0.082 0.006 -0.011 0.000 0.001 -0.037 -0.015 0.043 -0.042 -0.000 -0.008 -0.063 -0.012 -0.005 0.012 1.000 -0.020 0.014 -0.032 0.012 | -| p4160_s | 0.345 0.237 -0.022 -0.086 -0.063 0.006 -0.084 0.001 0.065 0.005 0.007 -0.080 0.004 0.010 0.287 -0.097 -0.074 -0.036 0.083 -0.020 1.000 -0.015 -0.146 -0.022 | -| p3770_p | 0.177 -0.212 -0.001 -0.085 -0.290 -0.007 0.231 0.000 0.000 -0.101 0.070 -0.022 0.170 -0.001 -0.041 0.315 0.279 0.066 -0.208 0.014 -0.015 1.000 0.146 -0.017 | -| p4415_p | 0.261 -0.065 -0.006 -0.227 -0.387 -0.010 0.455 0.000 0.028 0.114 0.076 -0.173 0.278 0.007 -0.152 -0.070 -0.015 -0.010 0.130 -0.032 -0.146 0.146 1.000 -0.037 | -| rho_s | -0.025 -0.092 -0.091 0.004 -0.013 0.593 -0.023 0.004 -0.135 0.356 -0.010 0.234 0.033 -0.054 0.017 0.050 0.027 -0.396 -0.033 0.012 -0.022 -0.017 -0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16437549673323026}), (, {'error': 0.2106143754201567}), (, {'error': 1.0285247640372122}), (, {'error': 0.17437311432930347}), (, {'error': 0.5313882955079201}), (, {'error': 0.1864262799317853}), (, {'error': 0.13458752723764178}), (, {'error': 3.6546936588081285}), (, {'error': 0.9335886931513704}), (, {'error': 0.058184940549794284}), (, {'error': 0.03396139766613082}), (, {'error': 0.08064120725831381}), (, {'error': 0.03110297421733632}), (, {'error': 0.21029083074818633}), (, {'error': 0.19038318669708437}), (, {'error': 0.5192875813967888}), (, {'error': 0.12988535194696427}), (, {'error': 0.028525169849074827}), (, {'error': 0.24109422982800188}), (, {'error': 0.04490098346179855}), (, {'error': 0.17259606911804815}), (, {'error': 0.11060398015381523}), (, {'error': 0.20768441522069558}), (, {'error': 0.3524025886710147})]) -Toy 3/25 -Time taken: 20 min, 33 s -Projected time left: 2 h, 30 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1520 (1520 total) | -| EDM = 0.00215 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297271.32141801127 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.92 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.56 | 0.21 | | | -1.5 | 1.5 | | -| 2 | phi_s | 15.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.89 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -3.1 | 1.5 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.30 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.95 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 8.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -0.15 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.038 | 0.017 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.25 | 0.07 | | | -2 | 2 | | -| 12| jpsi_p | 1.698 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -0.51 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.04 | 0.18 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -6.0 | 2.3 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.28 | 0.07 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.539 | 0.009 | | | -2 | 2 | | -| 18| p3770_s | 2.33 | 0.29 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.86 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.15 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.47 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 0.210 -0.003 -0.318 0.402 -0.000 0.389 -0.001 0.014 0.028 0.240 -0.178 0.336 0.007 -0.110 0.511 -0.263 0.030 0.362 0.299 0.015 0.490 0.058 -0.002 | -| Ctt | 0.210 1.000 -0.018 -0.234 0.709 0.003 -0.083 -0.003 0.044 0.103 0.445 0.084 0.050 0.001 -0.029 0.728 -0.462 0.100 0.426 0.467 -0.174 0.505 -0.269 0.016 | -| phi_s | -0.003 -0.018 1.000 -0.013 -0.004 -0.009 0.000 -0.002 0.113 -0.005 -0.000 -0.086 -0.018 0.530 -0.007 -0.000 -0.007 -0.013 -0.009 -0.004 -0.017 -0.001 -0.010 0.065 | -| p4040_s | -0.318 -0.234 -0.013 1.000 -0.525 -0.004 -0.297 -0.007 0.022 -0.055 -0.228 0.207 -0.076 -0.002 0.227 -0.500 0.192 -0.040 -0.241 -0.404 0.321 -0.376 0.066 0.001 | -| DDstar_p | 0.402 0.709 -0.004 -0.525 1.000 0.004 -0.017 0.001 0.017 0.209 0.368 -0.333 0.112 0.004 -0.233 0.955 -0.485 0.182 0.575 0.625 -0.434 0.673 -0.372 0.017 | -| omega_p | -0.000 0.003 -0.009 -0.004 0.004 1.000 -0.002 0.665 -0.057 -0.010 0.003 -0.026 -0.007 -0.025 0.002 0.005 0.003 0.027 0.002 0.012 -0.003 0.005 -0.007 0.468 | -| p4160_p | 0.389 -0.083 0.000 -0.297 -0.017 -0.002 1.000 -0.001 0.007 -0.088 0.185 -0.041 0.413 0.007 -0.012 0.154 -0.053 -0.068 0.214 0.058 -0.123 0.263 0.319 -0.012 | -| omega_s | -0.001 -0.003 -0.002 -0.007 0.001 0.665 -0.001 1.000 -0.027 -0.010 0.001 -0.044 -0.013 -0.045 -0.002 0.003 -0.002 -0.001 -0.002 0.003 -0.008 0.003 -0.007 0.083 | -| rho_p | 0.014 0.044 0.113 0.022 0.017 -0.057 0.007 -0.027 1.000 0.047 0.009 0.200 0.015 0.086 0.007 0.017 0.006 0.032 0.028 0.012 0.028 0.006 0.023 0.312 | -| bplus_1 | 0.028 0.103 -0.005 -0.055 0.209 -0.010 -0.088 -0.010 0.047 1.000 0.071 -0.254 0.035 0.007 0.076 0.181 0.041 -0.477 0.123 0.331 -0.022 0.135 -0.158 0.003 | -| psi2s_p | 0.240 0.445 -0.000 -0.228 0.368 0.003 0.185 0.001 0.009 0.071 1.000 -0.200 0.386 0.007 -0.115 0.491 -0.249 0.061 0.219 0.218 -0.209 0.418 -0.067 0.003 | -| bplus_2 | -0.178 0.084 -0.086 0.207 -0.333 -0.026 -0.041 -0.044 0.200 -0.254 -0.200 1.000 -0.223 -0.000 0.041 -0.364 0.199 -0.211 -0.267 -0.252 0.207 -0.257 0.215 0.023 | -| jpsi_p | 0.336 0.050 -0.018 -0.076 0.112 -0.007 0.413 -0.013 0.015 0.035 0.386 -0.223 1.000 0.004 -0.119 0.312 -0.096 0.036 0.396 0.056 -0.108 0.315 0.135 -0.007 | -| phi_p | 0.007 0.001 0.530 -0.002 0.004 -0.025 0.007 -0.045 0.086 0.007 0.007 -0.000 0.004 1.000 -0.002 0.008 -0.004 0.008 0.008 0.002 -0.002 0.005 0.002 0.021 | -| p4415_s | -0.110 -0.029 -0.007 0.227 -0.233 0.002 -0.012 -0.002 0.007 0.076 -0.115 0.041 -0.119 -0.002 1.000 -0.245 0.111 0.068 -0.157 -0.209 0.307 -0.210 -0.019 0.011 | -| Dbar_p | 0.511 0.728 -0.000 -0.500 0.955 0.005 0.154 0.003 0.017 0.181 0.491 -0.364 0.312 0.008 -0.245 1.000 -0.496 0.156 0.678 0.605 -0.423 0.750 -0.277 0.013 | -| Dbar_s | -0.263 -0.462 -0.007 0.192 -0.485 0.003 -0.053 -0.002 0.006 0.041 -0.249 0.199 -0.096 -0.004 0.111 -0.496 1.000 0.038 -0.357 -0.388 0.170 -0.258 0.112 0.012 | -| bplus_0 | 0.030 0.100 -0.013 -0.040 0.182 0.027 -0.068 -0.001 0.032 -0.477 0.061 -0.211 0.036 0.008 0.068 0.156 0.038 1.000 0.117 0.282 -0.007 0.125 -0.125 0.091 | -| p3770_s | 0.362 0.426 -0.009 -0.241 0.575 0.002 0.214 -0.002 0.028 0.123 0.219 -0.267 0.396 0.008 -0.157 0.678 -0.357 0.117 1.000 0.388 -0.243 0.430 -0.106 0.008 | -| DDstar_s | 0.299 0.467 -0.004 -0.404 0.625 0.012 0.058 0.003 0.012 0.331 0.218 -0.252 0.056 0.002 -0.209 0.605 -0.388 0.282 0.388 1.000 -0.332 0.498 -0.242 0.036 | -| p4160_s | 0.015 -0.174 -0.017 0.321 -0.434 -0.003 -0.123 -0.008 0.028 -0.022 -0.209 0.207 -0.108 -0.002 0.307 -0.423 0.170 -0.007 -0.243 -0.332 1.000 -0.314 -0.013 0.006 | -| p3770_p | 0.490 0.505 -0.001 -0.376 0.673 0.005 0.263 0.003 0.006 0.135 0.418 -0.257 0.315 0.005 -0.210 0.750 -0.258 0.125 0.430 0.498 -0.314 1.000 -0.121 0.007 | -| p4415_p | 0.058 -0.269 -0.010 0.066 -0.372 -0.007 0.319 -0.007 0.023 -0.158 -0.067 0.215 0.135 0.002 -0.019 -0.277 0.112 -0.125 -0.106 -0.242 -0.013 -0.121 1.000 -0.011 | -| rho_s | -0.002 0.016 0.065 0.001 0.017 0.468 -0.012 0.083 0.312 0.003 0.003 0.023 -0.007 0.021 0.011 0.013 0.012 0.091 0.008 0.036 0.006 0.007 -0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22909762957080293}), (, {'error': 0.2057347800232887}), (, {'error': 0.8232839833841341}), (, {'error': 0.17198473221044003}), (, {'error': 1.4779484265433998}), (, {'error': 0.2691656322056897}), (, {'error': 0.10650149185132385}), (, {'error': 1.097251098976031}), (, {'error': 0.23935756529386953}), (, {'error': 0.017240749181110515}), (, {'error': 0.03603979947835345}), (, {'error': 0.07160757837043019}), (, {'error': 0.03154245769691455}), (, {'error': 0.18952897273285618}), (, {'error': 0.1758188581686579}), (, {'error': 2.322363559729204}), (, {'error': 0.0678402393219403}), (, {'error': 0.008801076776791206}), (, {'error': 0.2921108535733534}), (, {'error': 0.4103537559293669}), (, {'error': 0.16347958434001297}), (, {'error': 0.17161828416840685}), (, {'error': 0.20452348863608716}), (, {'error': 0.30797632197897695})]) -Toy 4/25 -Time taken: 27 min, 6 s -Projected time left: 2 h, 22 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1245 (1245 total) | -| EDM = 4.15E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297367.6960101261 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.49 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -1.12 | 0.22 | | | -1.5 | 1.5 | | -| 2 | phi_s | 16.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.64 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 4.65 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.20 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.95 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.897 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.38 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | 4.603 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -0.62 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.08 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 5.01 | 0.30 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 18| p3770_s | 3.32 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 20| p4160_s | 1.95 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.95 | 0.19 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.203 -0.010 -0.223 -0.047 -0.000 0.103 -0.007 0.002 0.076 -0.221 0.011 -0.116 0.002 0.020 -0.117 0.015 -0.043 -0.022 0.021 0.343 0.103 0.131 0.010 | -| Ctt | -0.203 1.000 -0.062 0.392 -0.034 0.003 -0.369 -0.039 0.026 0.109 0.216 -0.702 0.297 0.000 0.199 -0.318 0.000 0.007 -0.188 -0.007 0.257 -0.233 0.042 0.036 | -| phi_s | -0.010 -0.062 1.000 -0.029 -0.007 0.012 0.006 0.022 0.023 -0.079 -0.006 0.109 0.022 0.418 -0.007 -0.016 -0.000 0.084 -0.012 0.000 -0.041 0.009 -0.032 0.003 | -| p4040_s | -0.223 0.392 -0.029 1.000 -0.143 -0.000 -0.531 -0.025 0.005 0.038 0.069 -0.135 0.050 0.006 0.193 -0.059 -0.006 -0.043 0.083 -0.007 -0.038 -0.190 -0.170 0.038 | -| DDstar_p | -0.047 -0.034 -0.007 -0.143 1.000 -0.012 0.019 -0.035 -0.025 -0.194 -0.116 0.242 -0.039 0.012 -0.005 -0.158 0.007 -0.060 0.069 0.041 -0.105 0.157 -0.159 0.090 | -| omega_p | -0.000 0.003 0.012 -0.000 -0.012 1.000 0.000 0.528 0.025 -0.045 -0.002 -0.023 -0.009 -0.012 -0.003 -0.004 0.000 0.050 -0.001 -0.000 0.000 -0.002 0.002 -0.117 | -| p4160_p | 0.103 -0.369 0.006 -0.531 0.019 0.000 1.000 0.008 0.001 0.044 -0.150 0.040 -0.082 -0.003 -0.126 -0.009 0.025 -0.001 -0.002 0.039 -0.119 0.172 0.278 -0.017 | -| omega_s | -0.007 -0.039 0.022 -0.025 -0.035 0.528 0.008 1.000 0.172 -0.158 -0.007 0.045 0.018 -0.063 -0.012 -0.027 -0.000 0.183 -0.009 -0.001 -0.032 0.006 -0.021 -0.422 | -| rho_p | 0.002 0.026 0.023 0.005 -0.025 0.025 0.001 0.172 1.000 -0.108 -0.002 -0.086 -0.011 0.008 -0.005 -0.008 0.000 0.122 0.001 -0.001 0.010 -0.003 0.011 -0.091 | -| bplus_1 | 0.076 0.109 -0.079 0.038 -0.194 -0.045 0.044 -0.158 -0.108 1.000 0.041 -0.060 -0.073 0.058 -0.079 -0.084 -0.004 -0.930 -0.022 -0.013 0.060 -0.121 0.132 0.372 | -| psi2s_p | -0.221 0.216 -0.006 0.069 -0.116 -0.002 -0.150 -0.007 -0.002 0.041 1.000 -0.045 -0.010 0.000 0.042 -0.043 0.027 -0.023 -0.460 0.021 -0.061 0.008 -0.071 0.012 | -| bplus_2 | 0.011 -0.702 0.109 -0.135 0.242 -0.023 0.040 0.045 -0.086 -0.060 -0.045 1.000 -0.251 -0.002 0.087 0.094 0.001 -0.160 0.105 0.010 -0.169 0.087 -0.210 -0.001 | -| jpsi_p | -0.116 0.297 0.022 0.050 -0.039 -0.009 -0.082 0.018 -0.011 -0.073 -0.010 -0.251 1.000 -0.025 0.005 0.188 0.049 0.127 -0.082 0.055 -0.001 0.009 -0.006 -0.051 | -| phi_p | 0.002 0.000 0.418 0.006 0.012 -0.012 -0.003 -0.063 0.008 0.058 0.000 -0.002 -0.025 1.000 0.004 0.011 0.001 -0.071 0.002 0.001 0.007 -0.004 0.004 0.068 | -| p4415_s | 0.020 0.199 -0.007 0.193 -0.005 -0.003 -0.126 -0.012 -0.005 -0.079 0.042 0.087 0.005 0.004 1.000 0.044 -0.001 -0.014 0.002 -0.003 0.327 -0.077 -0.142 0.027 | -| Dbar_p | -0.117 -0.318 -0.016 -0.059 -0.158 -0.004 -0.009 -0.027 -0.008 -0.084 -0.043 0.094 0.188 0.011 0.044 1.000 0.023 -0.047 -0.046 -0.001 -0.097 0.306 -0.099 0.058 | -| Dbar_s | 0.015 0.000 -0.000 -0.006 0.007 0.000 0.025 -0.000 0.000 -0.004 0.027 0.001 0.049 0.001 -0.001 0.023 1.000 0.001 0.029 -0.001 -0.000 0.038 0.010 0.001 | -| bplus_0 | -0.043 0.007 0.084 -0.043 -0.060 0.050 -0.001 0.183 0.122 -0.930 -0.023 -0.160 0.127 -0.071 -0.014 -0.047 0.001 1.000 -0.021 0.001 -0.056 0.052 -0.051 -0.438 | -| p3770_s | -0.022 -0.188 -0.012 0.083 0.069 -0.001 -0.002 -0.009 0.001 -0.022 -0.460 0.105 -0.082 0.002 0.002 -0.046 0.029 -0.021 1.000 0.030 -0.004 -0.234 -0.011 0.014 | -| DDstar_s | 0.021 -0.007 0.000 -0.007 0.041 -0.000 0.039 -0.001 -0.001 -0.013 0.021 0.010 0.055 0.001 -0.003 -0.001 -0.001 0.001 0.030 1.000 0.001 0.033 0.017 0.003 | -| p4160_s | 0.343 0.257 -0.041 -0.038 -0.105 0.000 -0.119 -0.032 0.010 0.060 -0.061 -0.169 -0.001 0.007 0.327 -0.097 -0.000 -0.056 -0.004 0.001 1.000 -0.071 -0.061 0.047 | -| p3770_p | 0.103 -0.233 0.009 -0.190 0.157 -0.002 0.172 0.006 -0.003 -0.121 0.008 0.087 0.009 -0.004 -0.077 0.306 0.038 0.052 -0.234 0.033 -0.071 1.000 0.010 -0.012 | -| p4415_p | 0.131 0.042 -0.032 -0.170 -0.159 0.002 0.278 -0.021 0.011 0.132 -0.071 -0.210 -0.006 0.004 -0.142 -0.099 0.010 -0.051 -0.011 0.017 -0.061 0.010 1.000 0.024 | -| rho_s | 0.010 0.036 0.003 0.038 0.090 -0.117 -0.017 -0.422 -0.091 0.372 0.012 -0.001 -0.051 0.068 0.027 0.058 0.001 -0.438 0.014 0.003 0.047 -0.012 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2802735829767371}), (, {'error': 0.22194746492839784}), (, {'error': 0.9304798945339927}), (, {'error': 0.18166506350912318}), (, {'error': 0.3085249897494666}), (, {'error': 0.24766975438920102}), (, {'error': 0.1120325570376628}), (, {'error': 1.0816947925327094}), (, {'error': 0.42344770260607856}), (, {'error': 0.06134439193996233}), (, {'error': 0.03150567657152692}), (, {'error': 0.08638937270617753}), (, {'error': 0.024520533685519652}), (, {'error': 0.17943569003639137}), (, {'error': 0.19734660285408456}), (, {'error': 0.30232139473568154}), (, {'error': 0.019263710281579915}), (, {'error': 0.03268753578549555}), (, {'error': 0.22676614392590855}), (, {'error': 0.02434131545700441}), (, {'error': 0.1703978916174489}), (, {'error': 0.09790832164882035}), (, {'error': 0.1935227431262767}), (, {'error': 0.399922559236168})]) -Toy 5/25 -Time taken: 32 min, 56 s -Projected time left: 2 h, 11 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1780 (1780 total) | -| EDM = 0.0055 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297162.37595373514 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.86 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.12 | 0.13 | | | -1.5 | 1.5 | | -| 2 | phi_s | 17.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.90 | 0.20 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -3.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.94 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 5.9 | 0.8 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -0.51 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.097 | 0.028 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.25 | 0.06 | | | -2 | 2 | | -| 12| jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 0.82 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -3.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.577 | 0.014 | | | -2 | 2 | | -| 18| p3770_s | 2.22 | 0.21 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.03 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.42 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.08 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.75 | 0.24 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.310 0.013 0.216 0.449 -0.002 0.355 0.014 -0.017 -0.384 0.238 0.117 0.461 0.018 0.266 0.275 0.275 -0.372 0.137 0.460 0.484 -0.059 0.326 -0.054 | -| Ctt | -0.310 1.000 -0.018 -0.183 -0.420 0.002 -0.380 -0.015 0.056 0.382 -0.100 0.275 -0.459 -0.015 -0.099 -0.464 -0.453 0.379 -0.101 -0.475 -0.183 0.215 -0.320 0.045 | -| phi_s | 0.013 -0.018 1.000 0.020 0.032 -0.010 0.017 -0.020 0.057 -0.031 0.019 -0.029 0.013 0.831 0.014 0.024 0.023 -0.032 0.001 0.035 0.016 -0.015 0.015 0.009 | -| p4040_s | 0.216 -0.183 0.020 1.000 0.561 -0.003 0.106 0.021 -0.031 -0.564 0.395 0.158 0.561 0.026 0.387 0.614 0.514 -0.548 0.170 0.705 0.403 -0.382 0.273 -0.078 | -| DDstar_p | 0.449 -0.420 0.032 0.561 1.000 -0.004 0.543 0.021 -0.059 -0.613 0.505 0.171 0.721 0.032 0.369 0.818 0.602 -0.600 0.177 0.829 0.508 -0.328 0.506 -0.075 | -| omega_p | -0.002 0.002 -0.010 -0.003 -0.004 1.000 -0.002 -0.089 0.012 0.003 -0.003 -0.003 -0.004 -0.009 -0.002 -0.003 -0.003 0.004 -0.001 -0.005 -0.003 0.002 -0.003 0.007 | -| p4160_p | 0.355 -0.380 0.017 0.106 0.543 -0.002 1.000 0.014 -0.031 -0.416 0.319 0.131 0.518 0.019 0.273 0.308 0.320 -0.404 0.182 0.488 0.238 -0.060 0.442 -0.054 | -| omega_s | 0.014 -0.015 -0.020 0.021 0.021 -0.089 0.014 1.000 0.172 -0.023 0.016 0.017 0.021 -0.049 0.014 0.023 0.020 -0.030 0.004 0.030 0.019 -0.016 0.017 -0.360 | -| rho_p | -0.017 0.056 0.057 -0.031 -0.059 0.012 -0.031 0.172 1.000 0.086 -0.038 0.194 -0.046 0.039 -0.021 -0.057 -0.042 0.091 0.009 -0.070 -0.015 0.023 -0.017 0.184 | -| bplus_1 | -0.384 0.382 -0.031 -0.564 -0.613 0.003 -0.416 -0.023 0.086 1.000 -0.469 -0.283 -0.669 -0.030 -0.387 -0.682 -0.579 0.581 -0.106 -0.850 -0.505 0.420 -0.480 0.092 | -| psi2s_p | 0.238 -0.100 0.019 0.395 0.505 -0.003 0.319 0.016 -0.038 -0.469 1.000 0.096 0.563 0.021 0.275 0.375 0.385 -0.458 -0.036 0.576 0.327 -0.185 0.308 -0.060 | -| bplus_2 | 0.117 0.275 -0.029 0.158 0.171 -0.003 0.131 0.017 0.194 -0.283 0.096 1.000 0.118 0.016 0.082 0.241 0.213 -0.272 0.008 0.222 0.184 -0.102 0.232 -0.077 | -| jpsi_p | 0.461 -0.459 0.013 0.561 0.721 -0.004 0.518 0.021 -0.046 -0.669 0.563 0.118 1.000 0.021 0.380 0.565 0.577 -0.652 0.268 0.819 0.499 -0.321 0.487 -0.092 | -| phi_p | 0.018 -0.015 0.831 0.026 0.032 -0.009 0.019 -0.049 0.039 -0.030 0.021 0.016 0.021 1.000 0.019 0.025 0.026 -0.029 0.008 0.037 0.024 -0.017 0.021 0.031 | -| p4415_s | 0.266 -0.099 0.014 0.387 0.369 -0.002 0.273 0.014 -0.021 -0.387 0.275 0.082 0.380 0.019 1.000 0.438 0.376 -0.376 0.069 0.514 0.446 -0.282 0.208 -0.055 | -| Dbar_p | 0.275 -0.464 0.024 0.614 0.818 -0.003 0.308 0.023 -0.057 -0.682 0.375 0.241 0.565 0.025 0.438 1.000 0.669 -0.663 -0.038 0.849 0.541 -0.518 0.422 -0.089 | -| Dbar_s | 0.275 -0.453 0.023 0.514 0.602 -0.003 0.320 0.020 -0.042 -0.579 0.385 0.213 0.577 0.026 0.376 0.669 1.000 -0.563 0.042 0.749 0.451 -0.316 0.366 -0.077 | -| bplus_0 | -0.372 0.379 -0.032 -0.548 -0.600 0.004 -0.404 -0.030 0.091 0.581 -0.458 -0.272 -0.652 -0.029 -0.376 -0.663 -0.563 1.000 -0.099 -0.830 -0.488 0.413 -0.465 0.123 | -| p3770_s | 0.137 -0.101 0.001 0.170 0.177 -0.001 0.182 0.004 0.009 -0.106 -0.036 0.008 0.268 0.008 0.069 -0.038 0.042 -0.099 1.000 0.154 0.113 -0.132 0.130 -0.021 | -| DDstar_s | 0.460 -0.475 0.035 0.705 0.829 -0.005 0.488 0.030 -0.070 -0.850 0.576 0.222 0.819 0.037 0.514 0.849 0.749 -0.830 0.154 1.000 0.637 -0.485 0.543 -0.111 | -| p4160_s | 0.484 -0.183 0.016 0.403 0.508 -0.003 0.238 0.019 -0.015 -0.505 0.327 0.184 0.499 0.024 0.446 0.541 0.451 -0.488 0.113 0.637 1.000 -0.310 0.209 -0.074 | -| p3770_p | -0.059 0.215 -0.015 -0.382 -0.328 0.002 -0.060 -0.016 0.023 0.420 -0.185 -0.102 -0.321 -0.017 -0.282 -0.518 -0.316 0.413 -0.132 -0.485 -0.310 1.000 -0.180 0.056 | -| p4415_p | 0.326 -0.320 0.015 0.273 0.506 -0.003 0.442 0.017 -0.017 -0.480 0.308 0.232 0.487 0.021 0.208 0.422 0.366 -0.465 0.130 0.543 0.209 -0.180 1.000 -0.066 | -| rho_s | -0.054 0.045 0.009 -0.078 -0.075 0.007 -0.054 -0.360 0.184 0.092 -0.060 -0.077 -0.092 0.031 -0.055 -0.089 -0.077 0.123 -0.021 -0.111 -0.074 0.056 -0.066 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.20031477022647226}), (, {'error': 0.13395798012292448}), (, {'error': 1.2813287375333395}), (, {'error': 0.19788733967769057}), (, {'error': 0.5909669271058697}), (, {'error': 0.09828173026766862}), (, {'error': 0.10999989486821882}), (, {'error': 0.7952697981127885}), (, {'error': 0.18326001518882684}), (, {'error': 0.027863456365788797}), (, {'error': 0.03550893707060787}), (, {'error': 0.06318281405658843}), (, {'error': 0.042335771166515546}), (, {'error': 0.3206766715241458}), (, {'error': 0.19079236369039793}), (, {'error': 0.6358196172462403}), (, {'error': 0.41572561306311084}), (, {'error': 0.013733049555336052}), (, {'error': 0.21022833356081327}), (, {'error': 0.45321544018722026}), (, {'error': 0.17993535955988216}), (, {'error': 0.13538115710437992}), (, {'error': 0.261297286230354}), (, {'error': 0.24227418862885908})]) -Toy 6/25 -Time taken: 40 min, 8 s -Projected time left: 2 h, 6 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=1310 (1310 total) | -| EDM = 0.00506 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296933.3040578822 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.52 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.04 | 0.15 | | | -1.5 | 1.5 | | -| 2 | phi_s | 16.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.93 | 0.20 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.22 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7.6 | 1.5 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 5.97 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.020 | 0.023 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.41 | 0.07 | | | -2 | 2 | | -| 12| jpsi_p | -4.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -0.18 | 0.28 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.11 | 0.17 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 0.09 | 0.89 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.561 | 0.011 | | | -2 | 2 | | -| 18| p3770_s | 3.11 | 0.24 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.37 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.31 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.96 | 0.30 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.54 | 0.27 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.442 0.024 0.358 0.670 0.030 0.675 0.038 -0.024 -0.491 0.441 0.073 0.657 0.023 0.060 0.528 0.362 -0.447 0.324 0.117 0.541 0.129 0.620 -0.068 | -| Ctt | -0.442 1.000 -0.030 -0.169 -0.488 -0.017 -0.518 -0.025 0.062 0.320 -0.181 0.382 -0.500 -0.014 0.137 -0.489 -0.402 0.314 -0.239 -0.094 -0.126 0.044 -0.412 0.045 | -| phi_s | 0.024 -0.030 1.000 0.020 0.040 0.032 0.034 0.026 0.126 -0.026 0.026 -0.037 0.026 0.717 0.000 0.034 0.020 -0.030 0.011 0.009 0.012 -0.005 0.028 0.010 | -| p4040_s | 0.358 -0.169 0.020 1.000 0.677 0.030 0.423 0.036 -0.011 -0.423 0.448 0.088 0.589 0.023 0.151 0.645 0.390 -0.383 0.360 0.162 0.381 -0.091 0.486 -0.059 | -| DDstar_p | 0.670 -0.488 0.040 0.677 1.000 0.042 0.861 0.055 -0.052 -0.709 0.697 0.101 0.896 0.031 0.083 0.927 0.617 -0.652 0.451 0.193 0.555 -0.073 0.825 -0.096 | -| omega_p | 0.030 -0.017 0.032 0.030 0.042 1.000 0.037 0.831 0.128 -0.020 0.029 0.035 0.033 -0.002 0.001 0.035 0.023 -0.030 0.022 0.011 0.026 -0.004 0.037 0.166 | -| p4160_p | 0.675 -0.518 0.034 0.423 0.861 0.037 1.000 0.049 -0.042 -0.638 0.614 0.095 0.828 0.028 0.056 0.716 0.504 -0.583 0.436 0.148 0.424 0.079 0.790 -0.087 | -| omega_s | 0.038 -0.025 0.026 0.036 0.055 0.831 0.049 1.000 0.167 -0.028 0.036 0.028 0.043 -0.025 -0.000 0.048 0.029 -0.049 0.026 0.015 0.030 -0.005 0.047 -0.097 | -| rho_p | -0.024 0.062 0.126 -0.011 -0.052 0.128 -0.042 0.167 1.000 0.068 -0.033 0.207 -0.039 0.110 0.002 -0.049 -0.021 0.067 0.000 -0.012 0.007 -0.003 -0.023 0.237 | -| bplus_1 | -0.491 0.320 -0.026 -0.423 -0.709 -0.020 -0.638 -0.028 0.068 1.000 -0.471 -0.203 -0.609 -0.014 0.057 -0.665 -0.356 0.126 -0.289 -0.215 -0.334 0.046 -0.599 0.059 | -| psi2s_p | 0.441 -0.181 0.026 0.448 0.697 0.029 0.614 0.036 -0.033 -0.471 1.000 0.045 0.687 0.022 0.057 0.560 0.388 -0.434 0.207 0.144 0.346 0.073 0.567 -0.064 | -| bplus_2 | 0.073 0.382 -0.037 0.088 0.101 0.035 0.095 0.028 0.207 -0.203 0.045 1.000 0.025 0.028 -0.083 0.139 0.095 -0.203 0.019 0.039 0.121 -0.011 0.159 -0.024 | -| jpsi_p | 0.657 -0.500 0.026 0.589 0.896 0.033 0.828 0.043 -0.039 -0.609 0.687 0.025 1.000 0.025 0.042 0.739 0.528 -0.559 0.505 0.180 0.470 0.035 0.756 -0.086 | -| phi_p | 0.023 -0.014 0.717 0.023 0.031 -0.002 0.028 -0.025 0.110 -0.014 0.022 0.028 0.025 1.000 0.002 0.024 0.018 -0.011 0.018 0.007 0.020 -0.003 0.028 0.005 | -| p4415_s | 0.060 0.137 0.000 0.151 0.083 0.001 0.056 -0.000 0.002 0.057 0.057 -0.083 0.042 0.002 1.000 0.100 0.058 0.050 0.039 0.044 0.263 -0.062 0.006 0.004 | -| Dbar_p | 0.528 -0.489 0.034 0.645 0.927 0.035 0.716 0.048 -0.049 -0.665 0.560 0.139 0.739 0.024 0.100 1.000 0.602 -0.606 0.291 0.166 0.528 -0.236 0.733 -0.090 | -| Dbar_s | 0.362 -0.402 0.020 0.390 0.617 0.023 0.504 0.029 -0.021 -0.356 0.388 0.095 0.528 0.018 0.058 0.602 1.000 -0.325 0.217 0.144 0.318 0.017 0.477 -0.048 | -| bplus_0 | -0.447 0.314 -0.030 -0.383 -0.652 -0.030 -0.583 -0.049 0.067 0.126 -0.434 -0.203 -0.559 -0.011 0.050 -0.606 -0.325 1.000 -0.255 -0.196 -0.295 0.052 -0.544 0.118 | -| p3770_s | 0.324 -0.239 0.011 0.360 0.451 0.022 0.436 0.026 0.000 -0.289 0.207 0.019 0.505 0.018 0.039 0.291 0.217 -0.255 1.000 0.076 0.259 -0.109 0.396 -0.044 | -| DDstar_s | 0.117 -0.094 0.009 0.162 0.193 0.011 0.148 0.015 -0.012 -0.215 0.144 0.039 0.180 0.007 0.044 0.166 0.144 -0.196 0.076 1.000 0.130 -0.065 0.166 -0.030 | -| p4160_s | 0.541 -0.126 0.012 0.381 0.555 0.026 0.424 0.030 0.007 -0.334 0.346 0.121 0.470 0.020 0.263 0.528 0.318 -0.295 0.259 0.130 1.000 -0.053 0.387 -0.048 | -| p3770_p | 0.129 0.044 -0.005 -0.091 -0.073 -0.004 0.079 -0.005 -0.003 0.046 0.073 -0.011 0.035 -0.003 -0.062 -0.236 0.017 0.052 -0.109 -0.065 -0.053 1.000 0.009 0.003 | -| p4415_p | 0.620 -0.412 0.028 0.486 0.825 0.037 0.790 0.047 -0.023 -0.599 0.567 0.159 0.756 0.028 0.006 0.733 0.477 -0.544 0.396 0.166 0.387 0.009 1.000 -0.081 | -| rho_s | -0.068 0.045 0.010 -0.059 -0.096 0.166 -0.087 -0.097 0.237 0.059 -0.064 -0.024 -0.086 0.005 0.004 -0.090 -0.048 0.118 -0.044 -0.030 -0.048 0.003 -0.081 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24813883696743066}), (, {'error': 0.14893638818388366}), (, {'error': 1.0412777157116748}), (, {'error': 0.2013456228996075}), (, {'error': 7.564217141316959}), (, {'error': 0.36932144061100125}), (, {'error': 0.17520529863538137}), (, {'error': 1.543296667089563}), (, {'error': 0.22268349494527673}), (, {'error': 0.022523370351277605}), (, {'error': 0.04223084851185721}), (, {'error': 0.06686320294397785}), (, {'error': 0.05741702210172539}), (, {'error': 0.27641977557000663}), (, {'error': 0.17389403847001128}), (, {'error': 0.8859275438046099}), (, {'error': 0.41586045528825993}), (, {'error': 0.011427580315155561}), (, {'error': 0.24247869919792198}), (, {'error': 0.06182195068296287}), (, {'error': 0.17500566801969075}), (, {'error': 0.09499474616481685}), (, {'error': 0.30454063233942463}), (, {'error': 0.273154581122221})]) -Toy 7/25 -Time taken: 45 min, 50 s -Projected time left: 1 h, 57 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=287 (287 total) | -| EDM = 4.98E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297304.5822177689 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.61 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.35 | 0.19 | | | -1.5 | 1.5 | | -| 2 | phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.20 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 2.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.08 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 10| psi2s_p | 1.78 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.16 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | -4.619 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 6.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 0.86 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.27 | 0.46 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 18| p3770_s | 3.11 | 0.25 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.41 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.54 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.31 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.092 -0.008 -0.286 -0.255 0.001 0.220 -0.000 0.012 0.013 -0.134 0.026 0.097 0.000 0.020 -0.046 -0.277 -0.015 0.054 -0.042 0.304 0.165 0.139 -0.001 | -| Ctt | -0.092 1.000 -0.019 0.343 0.065 0.046 -0.237 0.053 0.062 0.056 0.327 -0.617 -0.321 0.000 0.187 0.046 -0.416 0.098 -0.005 0.028 0.271 -0.236 0.027 -0.087 | -| phi_s | -0.008 -0.019 1.000 -0.018 0.019 0.079 -0.000 0.092 0.056 -0.088 -0.007 0.062 -0.038 0.545 -0.014 0.004 -0.036 0.101 -0.014 -0.002 -0.028 -0.010 -0.010 -0.071 | -| p4040_s | -0.286 0.343 -0.018 1.000 0.143 0.002 -0.521 -0.001 0.045 0.008 0.068 -0.088 -0.094 0.002 0.139 0.030 0.025 -0.034 0.103 -0.005 -0.028 -0.160 -0.238 0.001 | -| DDstar_p | -0.255 0.065 0.019 0.143 1.000 0.058 -0.377 0.076 -0.028 0.081 -0.112 -0.275 -0.335 -0.005 0.085 -0.060 0.176 0.170 -0.267 -0.000 0.032 -0.306 -0.075 -0.117 | -| omega_p | 0.001 0.046 0.079 0.002 0.058 1.000 -0.004 0.908 -0.071 -0.178 -0.004 -0.106 -0.057 -0.007 -0.012 0.003 -0.041 0.204 -0.001 -0.005 0.008 -0.023 0.021 -0.262 | -| p4160_p | 0.220 -0.237 -0.000 -0.521 -0.377 -0.004 1.000 -0.005 -0.007 -0.004 -0.073 0.055 0.189 -0.001 -0.064 -0.068 -0.225 -0.002 0.079 -0.061 -0.141 0.226 0.308 0.004 | -| omega_s | -0.000 0.053 0.092 -0.001 0.076 0.908 -0.005 1.000 -0.055 -0.234 -0.006 -0.116 -0.073 -0.016 -0.017 0.005 -0.057 0.270 -0.003 -0.006 0.004 -0.029 0.024 -0.462 | -| rho_p | 0.012 0.062 0.056 0.045 -0.028 -0.071 -0.007 -0.055 1.000 0.075 0.010 -0.216 0.029 0.058 0.029 -0.008 0.074 -0.113 0.025 0.003 0.068 0.008 0.030 0.174 | -| bplus_1 | 0.013 0.056 -0.088 0.008 0.081 -0.178 -0.004 -0.234 0.075 1.000 0.002 -0.042 0.043 0.009 -0.020 -0.001 -0.054 -0.915 -0.032 -0.008 0.003 -0.095 0.057 0.342 | -| psi2s_p | -0.134 0.327 -0.007 0.068 -0.112 -0.004 -0.073 -0.006 0.010 0.002 1.000 -0.039 0.049 -0.001 0.022 -0.051 -0.186 -0.008 -0.315 -0.033 -0.023 -0.014 -0.042 0.004 | -| bplus_2 | 0.026 -0.617 0.062 -0.088 -0.275 -0.106 0.055 -0.116 -0.216 -0.042 -0.039 1.000 0.297 -0.007 0.043 -0.033 0.018 -0.162 0.059 0.002 -0.137 0.075 -0.195 0.174 | -| jpsi_p | 0.097 -0.321 -0.038 -0.094 -0.335 -0.057 0.189 -0.073 0.029 0.043 0.049 0.297 1.000 -0.005 -0.083 -0.145 -0.063 -0.178 0.154 -0.093 -0.093 0.094 0.018 0.089 | -| phi_p | 0.000 0.000 0.545 0.002 -0.005 -0.007 -0.001 -0.016 0.058 0.009 -0.001 -0.007 -0.005 1.000 0.002 -0.002 0.003 -0.014 0.001 -0.000 0.003 -0.001 0.001 0.008 | -| p4415_s | 0.020 0.187 -0.014 0.139 0.085 -0.012 -0.064 -0.017 0.029 -0.020 0.022 0.043 -0.083 0.002 1.000 0.005 0.061 -0.057 0.003 0.002 0.302 -0.071 -0.178 0.026 | -| Dbar_p | -0.046 0.046 0.004 0.030 -0.060 0.003 -0.068 0.005 -0.008 -0.001 -0.051 -0.033 -0.145 -0.002 0.005 1.000 -0.075 0.022 -0.054 -0.005 0.021 -0.129 -0.005 -0.008 | -| Dbar_s | -0.277 -0.416 -0.036 0.025 0.176 -0.041 -0.225 -0.057 0.074 -0.054 -0.186 0.018 -0.063 0.003 0.061 -0.075 1.000 -0.144 -0.225 -0.037 -0.057 0.233 -0.219 0.081 | -| bplus_0 | -0.015 0.098 0.101 -0.034 0.170 0.204 -0.002 0.270 -0.113 -0.915 -0.008 -0.162 -0.178 -0.014 -0.057 0.022 -0.144 1.000 -0.021 -0.010 -0.035 -0.028 0.026 -0.404 | -| p3770_s | 0.054 -0.005 -0.014 0.103 -0.267 -0.001 0.079 -0.003 0.025 -0.032 -0.315 0.059 0.154 0.001 0.003 -0.054 -0.225 -0.021 1.000 -0.018 0.040 -0.198 0.039 0.002 | -| DDstar_s | -0.042 0.028 -0.002 -0.005 -0.000 -0.005 -0.061 -0.006 0.003 -0.008 -0.033 0.002 -0.093 -0.000 0.002 -0.005 -0.037 -0.010 -0.018 1.000 -0.006 -0.021 -0.037 0.008 | -| p4160_s | 0.304 0.271 -0.028 -0.028 0.032 0.008 -0.141 0.004 0.068 0.003 -0.023 -0.137 -0.093 0.003 0.302 0.021 -0.057 -0.035 0.040 -0.006 1.000 -0.039 -0.202 -0.007 | -| p3770_p | 0.165 -0.236 -0.010 -0.160 -0.306 -0.023 0.226 -0.029 0.008 -0.095 -0.014 0.075 0.094 -0.001 -0.071 -0.129 0.233 -0.028 -0.198 -0.021 -0.039 1.000 0.061 0.036 | -| p4415_p | 0.139 0.027 -0.010 -0.238 -0.075 0.021 0.308 0.024 0.030 0.057 -0.042 -0.195 0.018 0.001 -0.178 -0.005 -0.219 0.026 0.039 -0.037 -0.202 0.061 1.000 -0.038 | -| rho_s | -0.001 -0.087 -0.071 0.001 -0.117 -0.262 0.004 -0.462 0.174 0.342 0.004 0.174 0.089 0.008 0.026 -0.008 0.081 -0.404 0.002 0.008 -0.007 0.036 -0.038 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16155659368631614}), (, {'error': 0.19351549248444955}), (, {'error': 1.0330483195722904}), (, {'error': 0.18155961962429146}), (, {'error': 0.3807540723581653}), (, {'error': 0.5524874684209893}), (, {'error': 0.10130680205406772}), (, {'error': 3.833355081449132}), (, {'error': 0.35066796699543534}), (, {'error': 0.06834362661005988}), (, {'error': 0.03203955343271314}), (, {'error': 0.09492751139469613}), (, {'error': 0.024709308219205806}), (, {'error': 0.1982487008244691}), (, {'error': 0.20125329745380038}), (, {'error': 0.6983321453781839}), (, {'error': 0.45843127593127786}), (, {'error': 0.03908181338378114}), (, {'error': 0.25358164461479693}), (, {'error': 0.05252420055311935}), (, {'error': 0.1757239640363355}), (, {'error': 0.10937146023560906}), (, {'error': 0.2484062408297314}), (, {'error': 0.32868044085710313})]) -Toy 8/25 -Time taken: 49 min, 21 s -Projected time left: 1 h, 44 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1343 (1343 total) | -| EDM = 0.00121 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297399.8385844354 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.33 | 0.18 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19 | 6 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.005 | 0.014 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.35 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.699 | 0.020 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.28 | 0.06 | | | -2 | 2 | | -| 12| jpsi_p | -4.603 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 0.79 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.391 | 0.010 | | | -2 | 2 | | -| 18| p3770_s | 2.18 | 0.24 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.17 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.71 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.32 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.003 0.000 -0.123 -0.018 0.000 -0.007 0.000 -0.000 0.001 -0.003 0.002 -0.015 0.000 -0.002 -0.021 -0.005 -0.001 -0.014 -0.002 -0.014 -0.008 -0.007 0.000 | -| Ctt | -0.003 1.000 0.003 -0.009 -0.145 -0.001 -0.128 -0.007 0.012 -0.297 0.306 0.584 -0.229 0.006 0.127 0.471 0.208 -0.146 -0.070 -0.069 0.296 -0.193 0.138 -0.039 | -| phi_s | 0.000 0.003 1.000 0.000 0.071 -0.045 0.005 -0.427 0.006 -0.020 -0.009 -0.063 -0.127 0.995 0.006 0.015 -0.012 0.069 -0.004 0.002 -0.009 0.004 -0.012 0.236 | -| p4040_s | -0.123 -0.009 0.000 1.000 0.012 -0.000 0.018 0.000 -0.000 -0.000 0.001 -0.003 0.010 0.000 -0.004 0.005 -0.001 0.000 0.004 0.000 0.009 0.009 0.009 -0.000 | -| DDstar_p | -0.018 -0.145 0.071 0.012 1.000 -0.003 0.496 -0.057 -0.010 0.326 0.247 -0.182 0.511 0.072 -0.071 -0.052 0.174 0.155 0.306 0.062 -0.056 0.296 0.118 0.102 | -| omega_p | 0.000 -0.001 -0.045 -0.000 -0.003 1.000 -0.001 -0.064 -0.000 -0.000 0.000 -0.001 0.006 -0.045 0.000 -0.001 0.001 -0.002 -0.000 -0.000 -0.000 0.000 -0.000 -0.003 | -| p4160_p | -0.007 -0.128 0.005 0.018 0.496 -0.001 1.000 -0.005 0.000 0.006 0.138 -0.064 0.402 0.005 -0.089 0.268 0.033 0.019 0.291 0.046 -0.130 0.221 0.302 0.002 | -| omega_s | 0.000 -0.007 -0.427 0.000 -0.057 -0.064 -0.005 1.000 0.070 0.013 0.004 -0.063 0.036 -0.433 -0.014 0.052 0.033 -0.110 -0.001 0.001 -0.026 -0.017 -0.009 -0.464 | -| rho_p | -0.000 0.012 0.006 -0.000 -0.010 -0.000 0.000 0.070 1.000 0.013 0.001 0.030 -0.004 0.005 -0.004 0.009 0.002 -0.028 0.001 0.002 0.004 -0.007 0.007 -0.036 | -| bplus_1 | 0.001 -0.297 -0.020 -0.000 0.326 -0.000 0.006 0.013 0.013 1.000 -0.015 -0.232 0.152 -0.020 0.147 -0.386 -0.167 -0.564 -0.001 -0.040 0.030 0.161 -0.099 -0.048 | -| psi2s_p | -0.003 0.306 -0.009 0.001 0.247 0.000 0.138 0.004 0.001 -0.015 1.000 -0.025 0.262 -0.009 -0.002 0.350 0.032 -0.003 -0.150 0.023 -0.011 0.098 0.052 -0.008 | -| bplus_2 | 0.002 0.584 -0.063 -0.003 -0.182 -0.001 -0.064 -0.063 0.030 -0.232 -0.025 1.000 -0.259 -0.050 -0.090 -0.055 0.018 -0.102 -0.111 0.016 0.149 -0.039 0.175 0.040 | -| jpsi_p | -0.015 -0.229 -0.127 0.010 0.511 0.006 0.402 0.036 -0.004 0.152 0.262 -0.259 1.000 -0.125 -0.097 0.227 -0.104 0.098 0.334 0.077 -0.100 0.160 0.093 0.003 | -| phi_p | 0.000 0.006 0.995 0.000 0.072 -0.045 0.005 -0.433 0.005 -0.020 -0.009 -0.050 -0.125 1.000 0.007 0.012 -0.014 0.073 -0.003 0.003 -0.006 0.004 -0.010 0.241 | -| p4415_s | -0.002 0.127 0.006 -0.004 -0.071 0.000 -0.089 -0.014 -0.004 0.147 -0.002 -0.090 -0.097 0.007 1.000 -0.102 -0.042 0.075 -0.054 0.006 0.335 -0.059 -0.160 0.039 | -| Dbar_p | -0.021 0.471 0.015 0.005 -0.052 -0.001 0.268 0.052 0.009 -0.386 0.350 -0.055 0.227 0.012 -0.102 1.000 0.259 -0.208 0.313 -0.107 0.024 -0.207 0.224 -0.138 | -| Dbar_s | -0.005 0.208 -0.012 -0.001 0.174 0.001 0.033 0.033 0.002 -0.167 0.032 0.018 -0.104 -0.014 -0.042 0.259 1.000 -0.100 -0.002 -0.033 0.058 -0.255 0.097 -0.062 | -| bplus_0 | -0.001 -0.146 0.069 0.000 0.155 -0.002 0.019 -0.110 -0.028 -0.564 -0.003 -0.102 0.098 0.073 0.075 -0.208 -0.100 1.000 0.033 -0.016 0.057 0.092 -0.018 0.266 | -| p3770_s | -0.014 -0.070 -0.004 0.004 0.306 -0.000 0.291 -0.001 0.001 -0.001 -0.150 -0.111 0.334 -0.003 -0.054 0.313 -0.002 0.033 1.000 -0.006 0.022 -0.093 0.131 -0.005 | -| DDstar_s | -0.002 -0.069 0.002 0.000 0.062 -0.000 0.046 0.001 0.002 -0.040 0.023 0.016 0.077 0.003 0.006 -0.107 -0.033 -0.016 -0.006 1.000 0.014 0.015 0.035 -0.010 | -| p4160_s | -0.014 0.296 -0.009 0.009 -0.056 -0.000 -0.130 -0.026 0.004 0.030 -0.011 0.149 -0.100 -0.006 0.335 0.024 0.058 0.057 0.022 0.014 1.000 -0.069 -0.157 0.037 | -| p3770_p | -0.008 -0.193 0.004 0.009 0.296 0.000 0.221 -0.017 -0.007 0.161 0.098 -0.039 0.160 0.004 -0.059 -0.207 -0.255 0.092 -0.093 0.015 -0.069 1.000 0.043 0.050 | -| p4415_p | -0.007 0.138 -0.012 0.009 0.118 -0.000 0.302 -0.009 0.007 -0.099 0.052 0.175 0.093 -0.010 -0.160 0.224 0.097 -0.018 0.131 0.035 -0.157 0.043 1.000 -0.004 | -| rho_s | 0.000 -0.039 0.236 -0.000 0.102 -0.003 0.002 -0.464 -0.036 -0.048 -0.008 0.040 0.003 0.241 0.039 -0.138 -0.062 0.266 -0.005 -0.010 0.037 0.050 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 9.230061340627648}), (, {'error': 0.17581079127934474}), (, {'error': 6.203296248133888}), (, {'error': 0.013680366963811152}), (, {'error': 0.46115298102494284}), (, {'error': 0.09255375549027978}), (, {'error': 0.1057407685278191}), (, {'error': 0.9154906310870423}), (, {'error': 0.1384458065773253}), (, {'error': 0.020243721376546286}), (, {'error': 0.03334560151021826}), (, {'error': 0.05964347863681463}), (, {'error': 0.030906051867060746}), (, {'error': 8.054628972919256}), (, {'error': 0.18969614781937416}), (, {'error': 0.4489912792823667}), (, {'error': 0.3901239377251743}), (, {'error': 0.01025532560446063}), (, {'error': 0.2449067262662714}), (, {'error': 0.10899259850232812}), (, {'error': 0.15095111454750731}), (, {'error': 0.13916545633368038}), (, {'error': 0.26323844542778874}), (, {'error': 0.3667032983170439})]) -Toy 9/25 -Time taken: 55 min, 20 s -Projected time left: 1 h, 38 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=2044 (2044 total) | -| EDM = 5.29E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297375.3339284996 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.43 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.11 | 0.27 | | | -1.5 | 1.5 | | -| 2 | phi_s | 20.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.02 | 0.15 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -0.21 | 0.60 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.97 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 6.5 | 1.3 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.805 | 0.025 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.20 | 0.07 | | | -2 | 2 | | -| 12| jpsi_p | -4.64 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 0.66 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.12 | 0.18 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.09 | 0.21 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.424 | 0.013 | | | -2 | 2 | | -| 18| p3770_s | 2.9 | 0.4 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.31 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.85 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.35 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 2.1 | 0.5 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 0.673 0.105 -0.221 0.459 0.056 0.598 0.081 0.014 0.665 0.543 0.483 0.620 -0.007 -0.146 0.797 -0.744 0.652 0.659 0.492 0.288 -0.116 0.524 0.085 | -| Ctt | 0.673 1.000 0.119 -0.027 0.661 0.061 0.501 0.089 0.015 0.764 0.699 0.365 0.531 -0.006 -0.097 0.885 -0.844 0.751 0.697 0.583 0.226 -0.296 0.495 0.096 | -| phi_s | 0.105 0.119 1.000 -0.036 0.097 0.021 0.091 0.020 -0.008 0.121 0.097 0.159 0.074 0.544 -0.037 0.141 -0.138 0.142 0.105 0.086 -0.001 -0.042 0.069 0.026 | -| p4040_s | -0.221 -0.027 -0.036 1.000 -0.143 -0.014 -0.383 -0.024 -0.001 -0.188 -0.106 -0.100 -0.134 0.002 0.129 -0.180 0.131 -0.189 -0.072 -0.155 -0.080 -0.032 -0.226 -0.023 | -| DDstar_p | 0.459 0.661 0.097 -0.143 1.000 0.049 0.252 0.075 0.012 0.638 0.412 0.409 0.299 -0.015 -0.106 0.752 -0.603 0.627 0.502 0.507 0.074 -0.301 0.266 0.081 | -| omega_p | 0.056 0.061 0.021 -0.014 0.049 1.000 0.047 0.773 0.016 0.055 0.048 0.037 0.041 -0.040 -0.018 0.070 -0.066 0.065 0.056 0.041 0.008 -0.022 0.041 -0.004 | -| p4160_p | 0.598 0.501 0.091 -0.383 0.252 0.047 1.000 0.068 0.011 0.558 0.500 0.391 0.609 -0.003 -0.158 0.660 -0.597 0.549 0.575 0.405 0.009 -0.006 0.566 0.071 | -| omega_s | 0.081 0.089 0.020 -0.024 0.075 0.773 0.068 1.000 0.051 0.088 0.073 0.093 0.060 -0.058 -0.027 0.106 -0.102 0.098 0.081 0.064 0.005 -0.033 0.056 0.121 | -| rho_p | 0.014 0.015 -0.008 -0.001 0.012 0.016 0.011 0.051 1.000 0.008 0.010 -0.016 0.011 -0.029 -0.005 0.015 -0.014 0.015 0.014 0.008 0.005 -0.006 0.012 -0.003 | -| bplus_1 | 0.665 0.764 0.121 -0.188 0.638 0.055 0.558 0.088 0.008 1.000 0.576 0.429 0.537 -0.007 -0.253 0.837 -0.820 0.538 0.658 0.485 0.071 -0.274 0.489 0.087 | -| psi2s_p | 0.543 0.699 0.097 -0.106 0.412 0.048 0.500 0.073 0.010 0.576 1.000 0.454 0.593 -0.006 -0.154 0.718 -0.641 0.568 0.484 0.429 0.070 -0.129 0.413 0.074 | -| bplus_2 | 0.483 0.365 0.159 -0.100 0.409 0.037 0.391 0.093 -0.016 0.429 0.454 1.000 0.502 -0.006 -0.053 0.617 -0.573 0.427 0.504 0.405 0.050 -0.182 0.280 0.060 | -| jpsi_p | 0.620 0.531 0.074 -0.134 0.299 0.041 0.609 0.060 0.011 0.537 0.593 0.502 1.000 -0.011 -0.201 0.700 -0.596 0.517 0.642 0.388 0.065 -0.067 0.464 0.071 | -| phi_p | -0.007 -0.006 0.544 0.002 -0.015 -0.040 -0.003 -0.058 -0.029 -0.007 -0.006 -0.006 -0.011 1.000 0.001 -0.010 0.012 -0.006 -0.007 -0.007 -0.001 0.008 -0.004 -0.008 | -| p4415_s | -0.146 -0.097 -0.037 0.129 -0.106 -0.018 -0.158 -0.027 -0.005 -0.253 -0.154 -0.053 -0.201 0.001 1.000 -0.214 0.196 -0.246 -0.171 -0.161 0.211 -0.002 -0.222 -0.029 | -| Dbar_p | 0.797 0.885 0.141 -0.180 0.752 0.070 0.660 0.106 0.015 0.837 0.718 0.617 0.700 -0.010 -0.214 1.000 -0.898 0.825 0.810 0.642 0.133 -0.253 0.565 0.107 | -| Dbar_s | -0.744 -0.844 -0.138 0.131 -0.603 -0.066 -0.597 -0.102 -0.014 -0.820 -0.641 -0.573 -0.596 0.012 0.196 -0.898 1.000 -0.810 -0.737 -0.617 -0.163 0.385 -0.551 -0.104 | -| bplus_0 | 0.652 0.751 0.142 -0.189 0.627 0.065 0.549 0.098 0.015 0.538 0.568 0.427 0.517 -0.006 -0.246 0.825 -0.810 1.000 0.649 0.480 0.065 -0.259 0.474 0.112 | -| p3770_s | 0.659 0.697 0.105 -0.072 0.502 0.056 0.575 0.081 0.014 0.658 0.484 0.504 0.642 -0.007 -0.171 0.810 -0.737 0.649 1.000 0.513 0.134 -0.293 0.492 0.086 | -| DDstar_s | 0.492 0.583 0.086 -0.155 0.507 0.041 0.405 0.064 0.008 0.485 0.429 0.405 0.388 -0.007 -0.161 0.642 -0.617 0.480 0.513 1.000 0.055 -0.161 0.329 0.062 | -| p4160_s | 0.288 0.226 -0.001 -0.080 0.074 0.008 0.009 0.005 0.005 0.071 0.070 0.050 0.065 -0.001 0.211 0.133 -0.163 0.065 0.134 0.055 1.000 -0.067 -0.037 0.011 | -| p3770_p | -0.116 -0.296 -0.042 -0.032 -0.301 -0.022 -0.006 -0.033 -0.006 -0.274 -0.129 -0.182 -0.067 0.008 -0.002 -0.253 0.385 -0.259 -0.293 -0.161 -0.067 1.000 -0.075 -0.032 | -| p4415_p | 0.524 0.495 0.069 -0.226 0.266 0.041 0.566 0.056 0.012 0.489 0.413 0.280 0.464 -0.004 -0.222 0.565 -0.551 0.474 0.492 0.329 -0.037 -0.075 1.000 0.062 | -| rho_s | 0.085 0.096 0.026 -0.023 0.081 -0.004 0.071 0.121 -0.003 0.087 0.074 0.060 0.071 -0.008 -0.029 0.107 -0.104 0.112 0.086 0.062 0.011 -0.032 0.062 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2707264525729345}), (, {'error': 0.26584430084650923}), (, {'error': 0.9598978141672543}), (, {'error': 0.15342687327395188}), (, {'error': 0.6035534531819753}), (, {'error': 0.35027902694760105}), (, {'error': 0.12245809730157386}), (, {'error': 1.2644235426255728}), (, {'error': 0.05342037986419612}), (, {'error': 0.02473726015704414}), (, {'error': 0.041230484205531326}), (, {'error': 0.066712692723641}), (, {'error': 0.0339263833426271}), (, {'error': 0.1686655372368273}), (, {'error': 0.17861525397799366}), (, {'error': 8.452876008543788}), (, {'error': 0.2060602080367599}), (, {'error': 0.01251105370779082}), (, {'error': 0.3626950067774879}), (, {'error': 0.39671155492841115}), (, {'error': 0.15100714084458433}), (, {'error': 0.10354717694494942}), (, {'error': 0.21031003427355244}), (, {'error': 0.4569443481242408})]) -Toy 10/25 -Time taken: 1 h, 3 min -Projected time left: 1 h, 34 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1489 (1489 total) | -| EDM = 7.09E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297157.13351388363 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.78 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.64 | 0.20 | | | -1.5 | 1.5 | | -| 2 | phi_s | 15.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.81 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -1.73 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.02 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 6.2 | 1.2 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.939 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 12| jpsi_p | -1.667 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 5.52 | 0.15 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 4.88 | 0.27 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.405 | 0.030 | | | -2 | 2 | | -| 18| p3770_s | 3.64 | 0.22 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.74 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.02 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.183 -0.016 -0.212 -0.051 -0.000 0.103 -0.012 0.004 0.083 -0.210 -0.029 -0.094 0.002 0.037 -0.128 0.011 -0.048 -0.042 0.016 0.347 0.107 0.131 0.014 | -| Ctt | -0.183 1.000 -0.067 0.353 -0.057 -0.001 -0.325 -0.053 0.025 0.119 0.245 -0.671 0.298 0.002 0.187 -0.281 0.000 -0.017 -0.110 -0.004 0.245 -0.209 0.016 0.049 | -| phi_s | -0.016 -0.067 1.000 -0.029 -0.003 -0.001 0.000 0.030 0.016 -0.087 -0.006 0.143 0.037 0.306 -0.006 -0.017 -0.000 0.093 -0.020 0.000 -0.044 0.011 -0.036 0.010 | -| p4040_s | -0.212 0.353 -0.029 1.000 -0.135 -0.000 -0.512 -0.030 0.008 0.028 0.063 -0.091 0.036 0.007 0.170 -0.026 -0.003 -0.048 0.120 -0.004 -0.023 -0.157 -0.188 0.042 | -| DDstar_p | -0.051 -0.057 -0.003 -0.135 1.000 0.001 -0.001 -0.030 -0.009 -0.222 -0.117 0.255 -0.085 0.010 -0.008 -0.149 0.005 -0.026 0.070 0.029 -0.090 0.149 -0.162 0.080 | -| omega_p | -0.000 -0.001 -0.001 -0.000 0.001 1.000 0.000 -0.116 0.004 0.004 0.000 0.004 0.002 0.002 0.000 0.000 -0.000 -0.005 -0.000 -0.000 -0.001 0.000 -0.001 0.013 | -| p4160_p | 0.103 -0.325 0.000 -0.512 -0.001 0.000 1.000 0.006 0.001 0.062 -0.144 -0.026 -0.064 -0.003 -0.087 -0.051 0.018 -0.003 -0.038 0.030 -0.137 0.156 0.295 -0.017 | -| omega_s | -0.012 -0.053 0.030 -0.030 -0.030 -0.116 0.006 1.000 0.098 -0.178 -0.008 0.107 0.040 -0.064 -0.012 -0.028 -0.000 0.204 -0.014 -0.001 -0.041 0.014 -0.028 -0.446 | -| rho_p | 0.004 0.025 0.016 0.008 -0.009 0.004 0.001 0.098 1.000 -0.047 -0.000 -0.068 -0.018 0.010 -0.000 0.002 0.000 0.050 0.007 -0.000 0.014 -0.003 0.013 0.037 | -| bplus_1 | 0.083 0.119 -0.087 0.028 -0.222 0.004 0.062 -0.178 -0.047 1.000 0.041 -0.239 -0.063 0.062 -0.086 -0.084 -0.004 -0.935 -0.024 -0.012 0.042 -0.115 0.145 0.398 | -| psi2s_p | -0.210 0.245 -0.006 0.063 -0.117 0.000 -0.144 -0.008 -0.000 0.041 1.000 -0.054 -0.013 0.001 0.035 -0.063 0.018 -0.022 -0.427 0.015 -0.051 -0.010 -0.068 0.011 | -| bplus_2 | -0.029 -0.671 0.143 -0.091 0.255 0.004 -0.026 0.107 -0.068 -0.239 -0.054 1.000 -0.213 -0.014 0.107 0.049 0.000 0.038 0.042 0.008 -0.141 0.070 -0.229 -0.090 | -| jpsi_p | -0.094 0.298 0.037 0.036 -0.085 0.002 -0.064 0.040 -0.018 -0.063 -0.013 -0.213 1.000 -0.023 -0.013 0.120 0.034 0.141 -0.062 0.039 -0.004 -0.033 0.003 -0.070 | -| phi_p | 0.002 0.002 0.306 0.007 0.010 0.002 -0.003 -0.064 0.010 0.062 0.001 -0.014 -0.023 1.000 0.004 0.009 0.000 -0.075 0.002 0.001 0.008 -0.006 0.004 0.074 | -| p4415_s | 0.037 0.187 -0.006 0.170 -0.008 0.000 -0.087 -0.012 -0.000 -0.086 0.035 0.107 -0.013 0.004 1.000 0.046 -0.000 -0.008 0.024 -0.001 0.322 -0.073 -0.135 0.026 | -| Dbar_p | -0.128 -0.281 -0.017 -0.026 -0.149 0.000 -0.051 -0.028 0.002 -0.084 -0.063 0.049 0.120 0.009 0.046 1.000 0.016 -0.028 -0.082 0.000 -0.061 0.220 -0.096 0.052 | -| Dbar_s | 0.011 0.000 -0.000 -0.003 0.005 -0.000 0.018 -0.000 0.000 -0.004 0.018 0.000 0.034 0.000 -0.000 0.016 1.000 0.001 0.018 -0.001 -0.000 0.030 0.007 0.001 | -| bplus_0 | -0.048 -0.017 0.093 -0.048 -0.026 -0.005 -0.003 0.204 0.050 -0.935 -0.022 0.038 0.141 -0.075 -0.008 -0.028 0.001 1.000 -0.011 0.002 -0.060 0.071 -0.063 -0.463 | -| p3770_s | -0.042 -0.110 -0.020 0.120 0.070 -0.000 -0.038 -0.014 0.007 -0.024 -0.427 0.042 -0.062 0.002 0.024 -0.082 0.018 -0.011 1.000 0.020 0.027 -0.249 -0.009 0.014 | -| DDstar_s | 0.016 -0.004 0.000 -0.004 0.029 -0.000 0.030 -0.001 -0.000 -0.012 0.015 0.008 0.039 0.001 -0.001 0.000 -0.001 0.002 0.020 1.000 0.001 0.026 0.014 0.002 | -| p4160_s | 0.347 0.245 -0.044 -0.023 -0.090 -0.001 -0.137 -0.041 0.014 0.042 -0.051 -0.141 -0.004 0.008 0.322 -0.061 -0.000 -0.060 0.027 0.001 1.000 -0.055 -0.111 0.054 | -| p3770_p | 0.107 -0.209 0.011 -0.157 0.149 0.000 0.156 0.014 -0.003 -0.115 -0.010 0.070 -0.033 -0.006 -0.073 0.220 0.030 0.071 -0.249 0.026 -0.055 1.000 0.030 -0.026 | -| p4415_p | 0.131 0.016 -0.036 -0.188 -0.162 -0.001 0.295 -0.028 0.013 0.145 -0.068 -0.229 0.003 0.004 -0.135 -0.096 0.007 -0.063 -0.009 0.014 -0.111 0.030 1.000 0.029 | -| rho_s | 0.014 0.049 0.010 0.042 0.080 0.013 -0.017 -0.446 0.037 0.398 0.011 -0.090 -0.070 0.074 0.026 0.052 0.001 -0.463 0.014 0.002 0.054 -0.026 0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22316238809255928}), (, {'error': 0.19698358572402364}), (, {'error': 0.919608074545919}), (, {'error': 0.17701503472426156}), (, {'error': 0.2978784381030555}), (, {'error': 0.10235224652445218}), (, {'error': 0.09896185437946059}), (, {'error': 0.9332145151519171}), (, {'error': 1.179512542165062}), (, {'error': 0.05951600167356674}), (, {'error': 0.031342236763539866}), (, {'error': 0.07794145524021157}), (, {'error': 0.024043135867213294}), (, {'error': 0.1542186628035065}), (, {'error': 0.19368823085250997}), (, {'error': 0.2663159065527605}), (, {'error': 0.013741430955178602}), (, {'error': 0.03012863902743601}), (, {'error': 0.2245865390140933}), (, {'error': 0.018520094007192123}), (, {'error': 0.17085727931213324}), (, {'error': 0.08587108391278075}), (, {'error': 0.17023218084281133}), (, {'error': 0.3922106957083364})]) -Toy 11/25 -Time taken: 1 h, 9 min -Projected time left: 1 h, 28 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1407 (1407 total) | -| EDM = 0.00174 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297223.3202690383 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.08 | 0.21 | | | -1.5 | 1.5 | | -| 2 | phi_s | 17.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.93 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -3.6 | 2.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -0.18 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.86 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 6.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.14 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | -4.68 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 6.21 | 0.25 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.51 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 5.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.484 | 0.021 | | | -2 | 2 | | -| 18| p3770_s | 2.1 | 0.3 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.20 | 0.18 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.33 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.92 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.465 0.031 0.045 -0.822 0.022 0.825 0.044 -0.002 -0.234 0.493 -0.079 0.784 0.015 -0.228 -0.531 -0.301 -0.077 0.556 0.699 0.443 0.257 0.798 -0.074 | -| Ctt | -0.465 1.000 -0.067 0.256 0.373 -0.009 -0.507 -0.057 0.012 -0.052 -0.120 0.650 -0.527 -0.015 0.293 0.084 0.250 0.058 -0.375 -0.279 0.112 -0.284 -0.383 0.037 | -| phi_s | 0.031 -0.067 1.000 -0.008 -0.048 0.041 0.040 0.011 0.012 0.005 0.022 -0.119 0.030 0.611 -0.015 -0.038 -0.017 -0.024 0.018 0.036 -0.010 0.002 0.031 0.022 | -| p4040_s | 0.045 0.256 -0.008 1.000 -0.229 0.008 -0.017 0.002 0.003 -0.107 0.150 0.094 0.141 0.003 0.119 -0.306 -0.124 -0.010 0.203 0.279 0.204 -0.174 0.109 -0.021 | -| DDstar_p | -0.822 0.373 -0.048 -0.229 1.000 -0.027 -0.905 -0.060 0.004 0.276 -0.638 0.078 -0.870 -0.019 0.283 0.789 0.449 0.119 -0.658 -0.815 -0.367 -0.099 -0.901 0.094 | -| omega_p | 0.022 -0.009 0.041 0.008 -0.027 1.000 0.024 0.486 0.016 0.019 0.017 0.012 0.021 0.025 -0.011 -0.022 -0.010 -0.046 0.016 0.032 0.011 -0.003 0.026 -0.126 | -| p4160_p | 0.825 -0.507 0.040 -0.017 -0.905 0.024 1.000 0.053 -0.004 -0.256 0.593 -0.091 0.870 0.017 -0.290 -0.578 -0.355 -0.094 0.632 0.760 0.246 0.260 0.888 -0.083 | -| omega_s | 0.044 -0.057 0.011 0.002 -0.060 0.486 0.053 1.000 0.060 0.027 0.032 -0.075 0.047 -0.035 -0.025 -0.055 -0.021 -0.085 0.028 0.064 0.002 -0.006 0.049 -0.383 | -| rho_p | -0.002 0.012 0.012 0.003 0.004 0.016 -0.004 0.060 1.000 0.012 -0.002 0.028 -0.004 0.010 0.000 0.002 0.002 -0.016 -0.002 -0.000 0.004 -0.003 -0.001 -0.004 | -| bplus_1 | -0.234 -0.052 0.005 -0.107 0.276 0.019 -0.256 0.027 0.012 1.000 -0.165 -0.365 -0.207 -0.005 0.193 0.349 0.104 -0.721 -0.135 -0.463 -0.128 0.120 -0.311 -0.096 | -| psi2s_p | 0.493 -0.120 0.022 0.150 -0.638 0.017 0.593 0.032 -0.002 -0.165 1.000 -0.035 0.648 0.011 -0.151 -0.358 -0.212 -0.064 0.292 0.588 0.208 0.178 0.581 -0.053 | -| bplus_2 | -0.079 0.650 -0.119 0.094 0.078 0.012 -0.091 -0.075 0.028 -0.365 -0.035 1.000 -0.184 -0.012 -0.089 -0.089 0.013 0.063 -0.128 0.096 0.091 -0.147 0.009 0.001 | -| jpsi_p | 0.784 -0.527 0.030 0.141 -0.870 0.021 0.870 0.047 -0.004 -0.207 0.648 -0.184 1.000 0.012 -0.273 -0.486 -0.340 -0.081 0.675 0.776 0.274 0.254 0.826 -0.076 | -| phi_p | 0.015 -0.015 0.611 0.003 -0.019 0.025 0.017 -0.035 0.010 -0.005 0.011 -0.012 0.012 1.000 -0.005 -0.012 -0.007 0.002 0.011 0.017 0.004 0.001 0.016 0.034 | -| p4415_s | -0.228 0.293 -0.015 0.119 0.283 -0.011 -0.290 -0.025 0.000 0.193 -0.151 -0.089 -0.273 -0.005 1.000 0.204 0.095 0.055 -0.165 -0.241 0.193 -0.088 -0.337 0.049 | -| Dbar_p | -0.531 0.084 -0.038 -0.306 0.789 -0.022 -0.578 -0.055 0.002 0.349 -0.358 -0.089 -0.486 -0.012 0.204 1.000 0.374 0.112 -0.373 -0.632 -0.359 0.293 -0.654 0.099 | -| Dbar_s | -0.301 0.250 -0.017 -0.124 0.449 -0.010 -0.355 -0.021 0.002 0.104 -0.212 0.013 -0.340 -0.007 0.095 0.374 1.000 0.044 -0.204 -0.413 -0.166 0.002 -0.368 0.033 | -| bplus_0 | -0.077 0.058 -0.024 -0.010 0.119 -0.046 -0.094 -0.085 -0.016 -0.721 -0.064 0.063 -0.081 0.002 0.055 0.112 0.044 1.000 -0.035 -0.123 -0.004 0.034 -0.095 0.249 | -| p3770_s | 0.556 -0.375 0.018 0.203 -0.658 0.016 0.632 0.028 -0.002 -0.135 0.292 -0.128 0.675 0.011 -0.165 -0.373 -0.204 -0.035 1.000 0.540 0.247 0.066 0.611 -0.045 | -| DDstar_s | 0.699 -0.279 0.036 0.279 -0.815 0.032 0.760 0.064 -0.000 -0.463 0.588 0.096 0.776 0.017 -0.241 -0.632 -0.413 -0.123 0.540 1.000 0.364 -0.003 0.804 -0.128 | -| p4160_s | 0.443 0.112 -0.010 0.204 -0.367 0.011 0.246 0.002 0.004 -0.128 0.208 0.091 0.274 0.004 0.193 -0.359 -0.166 -0.004 0.247 0.364 1.000 -0.048 0.256 -0.024 | -| p3770_p | 0.257 -0.284 0.002 -0.174 -0.099 -0.003 0.260 -0.006 -0.003 0.120 0.178 -0.147 0.254 0.001 -0.088 0.293 0.002 0.034 0.066 -0.003 -0.048 1.000 0.161 0.027 | -| p4415_p | 0.798 -0.383 0.031 0.109 -0.901 0.026 0.888 0.049 -0.001 -0.311 0.581 0.009 0.826 0.016 -0.337 -0.654 -0.368 -0.095 0.611 0.804 0.256 0.161 1.000 -0.090 | -| rho_s | -0.074 0.037 0.022 -0.021 0.094 -0.126 -0.083 -0.383 -0.004 -0.096 -0.053 0.001 -0.076 0.034 0.049 0.099 0.033 0.249 -0.045 -0.128 -0.024 0.027 -0.090 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3662075646638794}), (, {'error': 0.208519072138302}), (, {'error': 1.0098468462770338}), (, {'error': 0.18444005638904132}), (, {'error': 2.4454832358460594}), (, {'error': 0.28156238995506344}), (, {'error': 0.2665254669462156}), (, {'error': 0.9347728786616747}), (, {'error': 0.05659371785284728}), (, {'error': 0.048309176973261314}), (, {'error': 0.044330135534469406}), (, {'error': 0.08879512955802271}), (, {'error': 0.06818951944818386}), (, {'error': 0.24964223609733072}), (, {'error': 0.19954637878917136}), (, {'error': 0.8210644025173499}), (, {'error': 0.38298941245340484}), (, {'error': 0.021207889233283206}), (, {'error': 0.3173496047926283}), (, {'error': 0.1789427621604557}), (, {'error': 0.18458543346342138}), (, {'error': 0.15836332973597456}), (, {'error': 0.35265660694249235}), (, {'error': 0.33719105437555175})]) -Toy 12/25 -Time taken: 1 h, 15 min -Projected time left: 1 h, 22 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1588 (1588 total) | -| EDM = 9.45E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297353.58061682835 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.96 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.19 | 0.18 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19.9 | 0.7 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.27 | 0.11 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -2.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.46 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 6.0 | 0.7 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 6.08 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.967 | 0.011 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.022 | 0.064 | | | -2 | 2 | | -| 12| jpsi_p | -4.71 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 0.82 | 0.12 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.21 | 0.15 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 2.09 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.29 | 0.34 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.494 | 0.006 | | | -2 | 2 | | -| 18| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.25 | 0.05 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.22 | 0.11 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.12 | 0.15 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.62 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.18 | 0.23 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 0.758 0.016 -0.181 0.824 -0.006 0.789 0.035 0.047 -0.557 0.724 -0.701 0.820 0.013 -0.362 0.197 0.895 -0.560 0.789 -0.077 0.043 0.753 0.531 -0.038 | -| Ctt | 0.758 1.000 0.023 -0.070 0.834 -0.005 0.729 0.034 0.037 -0.546 0.771 -0.610 0.768 0.015 -0.306 0.109 0.881 -0.555 0.777 -0.063 -0.000 0.703 0.487 -0.036 | -| phi_s | 0.016 0.023 1.000 -0.011 0.018 -0.002 0.017 0.001 -0.036 -0.028 0.016 -0.058 0.009 0.367 -0.009 0.015 0.021 -0.028 0.015 -0.012 -0.011 0.019 0.005 -0.031 | -| p4040_s | -0.181 -0.070 -0.011 1.000 -0.198 0.001 -0.267 -0.008 0.003 0.141 -0.136 0.124 -0.130 -0.002 0.125 -0.071 -0.164 0.144 -0.102 0.070 -0.057 -0.130 -0.157 0.008 | -| DDstar_p | 0.824 0.834 0.018 -0.198 1.000 -0.006 0.801 0.036 0.046 -0.544 0.757 -0.750 0.824 0.013 -0.412 0.178 0.948 -0.549 0.829 -0.023 -0.099 0.766 0.486 -0.037 | -| omega_p | -0.006 -0.005 -0.002 0.001 -0.006 1.000 -0.006 -0.092 0.014 0.003 -0.005 0.003 -0.006 0.004 0.003 -0.001 -0.006 0.003 -0.006 -0.000 0.000 -0.005 -0.004 0.007 | -| p4160_p | 0.789 0.729 0.017 -0.267 0.801 -0.006 1.000 0.034 0.044 -0.556 0.723 -0.679 0.810 0.013 -0.351 0.220 0.876 -0.559 0.780 -0.108 -0.095 0.742 0.556 -0.038 | -| omega_s | 0.035 0.034 0.001 -0.008 0.036 -0.092 0.034 1.000 0.192 -0.027 0.032 -0.039 0.033 -0.041 -0.018 0.005 0.040 -0.035 0.035 0.001 -0.005 0.032 0.021 -0.272 | -| rho_p | 0.047 0.037 -0.036 0.003 0.046 0.014 0.044 0.192 1.000 0.005 0.041 0.043 0.050 -0.128 -0.023 -0.003 0.049 -0.007 0.048 0.016 0.011 0.034 0.038 0.156 | -| bplus_1 | -0.557 -0.546 -0.028 0.141 -0.544 0.003 -0.556 -0.027 0.005 1.000 -0.505 0.433 -0.553 -0.015 0.330 0.019 -0.623 0.241 -0.543 -0.129 0.087 -0.485 -0.351 0.038 | -| psi2s_p | 0.724 0.771 0.016 -0.136 0.757 -0.005 0.723 0.032 0.041 -0.505 1.000 -0.672 0.777 0.012 -0.349 0.201 0.831 -0.509 0.697 -0.038 -0.080 0.679 0.455 -0.034 | -| bplus_2 | -0.701 -0.610 -0.058 0.124 -0.750 0.003 -0.679 -0.039 0.043 0.433 -0.672 1.000 -0.730 -0.018 0.292 -0.104 -0.804 0.452 -0.708 0.035 0.070 -0.635 -0.411 0.036 | -| jpsi_p | 0.820 0.768 0.009 -0.130 0.824 -0.006 0.810 0.033 0.050 -0.553 0.777 -0.730 1.000 0.012 -0.390 0.235 0.911 -0.556 0.828 -0.038 -0.063 0.749 0.519 -0.040 | -| phi_p | 0.013 0.015 0.367 -0.002 0.013 0.004 0.013 -0.041 -0.128 -0.015 0.012 -0.018 0.012 1.000 -0.006 0.010 0.014 -0.014 0.013 -0.005 -0.001 0.014 0.008 0.027 | -| p4415_s | -0.362 -0.306 -0.009 0.125 -0.412 0.003 -0.351 -0.018 -0.023 0.330 -0.349 0.292 -0.390 -0.006 1.000 -0.102 -0.424 0.332 -0.371 0.111 0.184 -0.360 -0.297 0.021 | -| Dbar_p | 0.197 0.109 0.015 -0.071 0.178 -0.001 0.220 0.005 -0.003 0.019 0.201 -0.104 0.235 0.010 -0.102 1.000 0.200 0.009 0.192 0.233 -0.081 0.298 0.095 0.006 | -| Dbar_s | 0.895 0.881 0.021 -0.164 0.948 -0.006 0.876 0.040 0.049 -0.623 0.831 -0.804 0.911 0.014 -0.424 0.200 1.000 -0.629 0.895 -0.045 -0.069 0.817 0.560 -0.042 | -| bplus_0 | -0.560 -0.555 -0.028 0.144 -0.549 0.003 -0.559 -0.035 -0.007 0.241 -0.509 0.452 -0.556 -0.014 0.332 0.009 -0.629 1.000 -0.546 -0.121 0.091 -0.489 -0.352 0.074 | -| p3770_s | 0.789 0.777 0.015 -0.102 0.829 -0.006 0.780 0.035 0.048 -0.543 0.697 -0.708 0.828 0.013 -0.371 0.192 0.895 -0.546 1.000 -0.062 -0.049 0.684 0.505 -0.038 | -| DDstar_s | -0.077 -0.063 -0.012 0.070 -0.023 -0.000 -0.108 0.001 0.016 -0.129 -0.038 0.035 -0.038 -0.005 0.111 0.233 -0.045 -0.121 -0.062 1.000 0.073 -0.081 -0.031 -0.014 | -| p4160_s | 0.043 -0.000 -0.011 -0.057 -0.099 0.000 -0.095 -0.005 0.011 0.087 -0.080 0.070 -0.063 -0.001 0.184 -0.081 -0.069 0.091 -0.049 0.073 1.000 -0.058 -0.109 0.003 | -| p3770_p | 0.753 0.703 0.019 -0.130 0.766 -0.005 0.742 0.032 0.034 -0.485 0.679 -0.635 0.749 0.014 -0.360 0.298 0.817 -0.489 0.684 -0.081 -0.058 1.000 0.474 -0.033 | -| p4415_p | 0.531 0.487 0.005 -0.157 0.486 -0.004 0.556 0.021 0.038 -0.351 0.455 -0.411 0.519 0.008 -0.297 0.095 0.560 -0.352 0.505 -0.031 -0.109 0.474 1.000 -0.024 | -| rho_s | -0.038 -0.036 -0.031 0.008 -0.037 0.007 -0.038 -0.272 0.156 0.038 -0.034 0.036 -0.040 0.027 0.021 0.006 -0.042 0.074 -0.038 -0.014 0.003 -0.033 -0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2288219234261355}), (, {'error': 0.18275525808788162}), (, {'error': 0.6693372491671532}), (, {'error': 0.1138846712781394}), (, {'error': 0.668686053218635}), (, {'error': 0.09781928936573703}), (, {'error': 0.13940066282822738}), (, {'error': 0.6640800263413604}), (, {'error': 0.20017237355612938}), (, {'error': 0.01077144526248175}), (, {'error': 0.043143486245776685}), (, {'error': 0.06438537792338928}), (, {'error': 0.04549491037998177}), (, {'error': 0.12291132840741126}), (, {'error': 0.15094709275707952}), (, {'error': 0.2300287867943549}), (, {'error': 0.33722701301090546}), (, {'error': 0.0057212262193062635}), (, {'error': 0.3765861823782102}), (, {'error': 0.04581605440529671}), (, {'error': 0.11357891337818682}), (, {'error': 0.1465880844153471}), (, {'error': 0.15718886440388413}), (, {'error': 0.23446582137409272})]) -Toy 13/25 -Time taken: 1 h, 22 min -Projected time left: 1 h, 16 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1531 (1531 total) | -| EDM = 0.000232 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297205.8883188842 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.68 | 0.22 | | | -1.5 | 1.5 | | -| 2 | phi_s | 15.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -0.99 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.96 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 8.8 | 1.4 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.35 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | 4.657 | 0.028 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 5.81 | 0.22 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -1.09 | 0.32 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.468 | 0.020 | | | -2 | 2 | | -| 18| p3770_s | 3.09 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.79 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.20 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.353 -0.001 -0.246 0.187 -0.001 0.311 -0.003 -0.003 0.023 -0.195 -0.098 -0.032 0.000 -0.028 0.004 0.022 0.016 0.005 0.021 0.266 0.220 0.185 0.005 | -| Ctt | -0.353 1.000 -0.045 0.344 -0.103 -0.002 -0.426 -0.008 0.107 -0.180 0.161 0.704 0.164 -0.004 0.216 -0.322 0.009 -0.007 -0.248 0.002 0.262 -0.236 -0.059 -0.037 | -| phi_s | -0.001 -0.045 1.000 -0.023 0.009 0.004 0.003 0.011 0.120 0.024 -0.002 -0.089 0.008 0.594 -0.007 -0.005 -0.000 -0.021 -0.010 -0.000 -0.028 0.003 -0.020 -0.007 | -| p4040_s | -0.246 0.344 -0.023 1.000 -0.113 0.001 -0.550 -0.005 0.062 0.004 -0.062 0.128 -0.062 0.002 0.193 -0.132 0.003 0.022 0.057 0.010 0.090 -0.167 -0.230 -0.010 | -| DDstar_p | 0.187 -0.103 0.009 -0.113 1.000 0.019 0.289 0.005 0.006 0.325 0.066 -0.227 0.292 0.004 -0.033 -0.084 -0.003 0.013 0.224 0.023 -0.057 0.259 0.065 0.059 | -| omega_p | -0.001 -0.002 0.004 0.001 0.019 1.000 0.000 0.809 0.133 -0.059 0.000 -0.014 -0.006 -0.022 0.007 0.014 0.000 0.085 0.004 0.000 0.003 0.008 -0.003 0.491 | -| p4160_p | 0.311 -0.426 0.003 -0.550 0.289 0.000 1.000 -0.002 -0.014 0.031 -0.109 -0.106 0.047 -0.000 -0.095 0.073 0.026 0.013 0.071 0.032 -0.166 0.263 0.319 0.011 | -| omega_s | -0.003 -0.008 0.011 -0.005 0.005 0.809 -0.002 1.000 0.067 -0.009 -0.004 -0.021 -0.014 -0.039 -0.000 0.001 0.000 0.014 -0.003 0.000 -0.005 0.001 -0.006 0.158 | -| rho_p | -0.003 0.107 0.120 0.062 0.006 0.133 -0.014 0.067 1.000 -0.027 0.002 0.253 -0.081 0.116 0.027 0.034 0.001 0.068 0.022 0.000 0.078 -0.009 0.049 0.135 | -| bplus_1 | 0.023 -0.180 0.024 0.004 0.325 -0.059 0.031 -0.009 -0.027 1.000 0.063 -0.234 0.118 0.005 0.115 0.207 -0.005 -0.843 0.098 -0.011 -0.001 0.123 -0.076 -0.172 | -| psi2s_p | -0.195 0.161 -0.002 -0.062 0.066 0.000 -0.109 -0.004 0.002 0.063 1.000 -0.022 0.008 -0.002 0.015 0.007 0.028 -0.005 -0.438 0.024 -0.094 0.098 -0.104 0.011 | -| bplus_2 | -0.098 0.704 -0.089 0.128 -0.227 -0.014 -0.106 -0.021 0.253 -0.234 -0.022 1.000 0.071 0.011 -0.052 -0.104 0.007 -0.069 -0.146 0.011 0.161 -0.106 0.169 -0.111 | -| jpsi_p | -0.032 0.164 0.008 -0.062 0.292 -0.006 0.047 -0.014 -0.081 0.118 0.008 0.071 1.000 -0.023 -0.020 0.271 0.045 -0.051 0.012 0.045 -0.051 0.146 -0.000 0.050 | -| phi_p | 0.000 -0.004 0.594 0.002 0.004 -0.022 -0.000 -0.039 0.116 0.005 -0.002 0.011 -0.023 1.000 0.002 0.005 0.000 0.007 0.002 0.000 0.003 -0.001 0.001 -0.022 | -| p4415_s | -0.028 0.216 -0.007 0.193 -0.033 0.007 -0.095 -0.000 0.027 0.115 0.015 -0.052 -0.020 0.002 1.000 0.017 0.000 0.021 -0.004 0.001 0.326 -0.070 -0.164 0.015 | -| Dbar_p | 0.004 -0.322 -0.005 -0.132 -0.084 0.014 0.073 0.001 0.034 0.207 0.007 -0.104 0.271 0.005 0.017 1.000 0.020 0.030 0.039 0.004 -0.098 0.372 -0.070 0.035 | -| Dbar_s | 0.022 0.009 -0.000 0.003 -0.003 0.000 0.026 0.000 0.001 -0.005 0.028 0.007 0.045 0.000 0.000 0.020 1.000 0.001 0.030 -0.001 0.005 0.025 0.018 -0.001 | -| bplus_0 | 0.016 -0.007 -0.021 0.022 0.013 0.085 0.013 0.014 0.068 -0.843 -0.005 -0.069 -0.051 0.007 0.021 0.030 0.001 1.000 0.047 0.000 0.038 0.029 0.019 0.248 | -| p3770_s | 0.005 -0.248 -0.010 0.057 0.224 0.004 0.071 -0.003 0.022 0.098 -0.438 -0.146 0.012 0.002 -0.004 0.039 0.030 0.047 1.000 0.020 -0.011 -0.156 0.013 0.016 | -| DDstar_s | 0.021 0.002 -0.000 0.010 0.023 0.000 0.032 0.000 0.000 -0.011 0.024 0.011 0.045 0.000 0.001 0.004 -0.001 0.000 0.020 1.000 0.010 0.012 0.029 -0.001 | -| p4160_s | 0.266 0.262 -0.028 0.090 -0.057 0.003 -0.166 -0.005 0.078 -0.001 -0.094 0.161 -0.051 0.003 0.326 -0.098 0.005 0.038 -0.011 0.010 1.000 -0.068 -0.174 -0.009 | -| p3770_p | 0.220 -0.236 0.003 -0.167 0.259 0.008 0.263 0.001 -0.009 0.123 0.098 -0.106 0.146 -0.001 -0.070 0.372 0.025 0.029 -0.156 0.012 -0.068 1.000 0.087 0.033 | -| p4415_p | 0.185 -0.059 -0.020 -0.230 0.065 -0.003 0.319 -0.006 0.049 -0.076 -0.104 0.169 -0.000 0.001 -0.164 -0.070 0.018 0.019 0.013 0.029 -0.174 0.087 1.000 -0.016 | -| rho_s | 0.005 -0.037 -0.007 -0.010 0.059 0.491 0.011 0.158 0.135 -0.172 0.011 -0.111 0.050 -0.022 0.015 0.035 -0.001 0.248 0.016 -0.001 -0.009 0.033 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1895579025834644}), (, {'error': 0.2223066001745233}), (, {'error': 0.9501656010083055}), (, {'error': 0.1690148262367711}), (, {'error': 0.3137233946748821}), (, {'error': 0.3424043710267446}), (, {'error': 0.10335812992531501}), (, {'error': 1.403669466247763}), (, {'error': 0.34427943520907256}), (, {'error': 0.039755791456389744}), (, {'error': 0.03201052071695898}), (, {'error': 0.08726956544293107}), (, {'error': 0.027743454222963315}), (, {'error': 0.22116175442095187}), (, {'error': 0.19099570834766444}), (, {'error': 0.31527312454136025}), (, {'error': 0.01777712098698886}), (, {'error': 0.019895967854382635}), (, {'error': 0.22965241319767404}), (, {'error': 0.01854748433785891}), (, {'error': 0.16620939456291506}), (, {'error': 0.10921910355067777}), (, {'error': 0.15434380052773555}), (, {'error': 0.32399070829633797})]) -Toy 14/25 -Time taken: 1 h, 29 min -Projected time left: 1 h, 10 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1341 (1341 total) | -| EDM = 0.000735 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297103.81129177986 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.39 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.04 | 0.13 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.97 | 0.20 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -2.2 | 3.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.35 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -0.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.800 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.30 | 0.07 | | | -2 | 2 | | -| 12| jpsi_p | 1.605 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -5.68 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.85 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.478 | 0.019 | | | -2 | 2 | | -| 18| p3770_s | 2.35 | 0.25 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.08 | 0.48 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.48 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.25 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.49 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.13 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.245 0.016 -0.438 0.510 0.086 0.513 0.001 0.030 0.505 -0.008 -0.208 0.316 0.027 -0.199 0.257 0.281 0.495 0.245 -0.558 -0.001 0.530 0.359 0.204 | -| Ctt | -0.245 1.000 -0.025 0.348 -0.211 -0.028 -0.322 0.000 0.044 -0.215 0.175 0.567 -0.320 -0.015 0.281 -0.140 -0.021 -0.200 -0.167 0.228 0.278 -0.227 -0.150 -0.074 | -| phi_s | 0.016 -0.025 1.000 -0.043 0.052 0.049 0.043 -0.000 -0.108 0.045 0.004 -0.113 -0.007 0.689 -0.026 0.032 0.027 0.040 0.011 -0.054 -0.043 0.046 0.008 0.000 | -| p4040_s | -0.438 0.348 -0.043 1.000 -0.636 -0.096 -0.703 -0.001 0.008 -0.572 -0.074 0.294 -0.288 -0.041 0.363 -0.367 -0.291 -0.551 -0.222 0.624 0.235 -0.557 -0.406 -0.232 | -| DDstar_p | 0.510 -0.211 0.052 -0.636 1.000 0.157 0.841 0.002 0.018 0.939 0.134 -0.453 0.408 0.059 -0.447 0.608 0.469 0.911 0.472 -0.960 -0.449 0.836 0.412 0.379 | -| omega_p | 0.086 -0.028 0.049 -0.096 0.157 1.000 0.136 -0.068 -0.060 0.145 0.028 -0.068 0.074 0.082 -0.065 0.096 0.069 0.160 0.081 -0.157 -0.064 0.134 0.073 0.536 | -| p4160_p | 0.513 -0.322 0.043 -0.703 0.841 0.136 1.000 0.002 0.018 0.806 0.132 -0.371 0.480 0.051 -0.400 0.477 0.410 0.784 0.433 -0.884 -0.433 0.787 0.540 0.326 | -| omega_s | 0.001 0.000 -0.000 -0.001 0.002 -0.068 0.002 1.000 -0.003 0.002 0.001 0.001 0.002 0.004 -0.001 0.001 0.001 0.002 0.001 -0.002 -0.000 0.002 0.001 0.006 | -| rho_p | 0.030 0.044 -0.108 0.008 0.018 -0.060 0.018 -0.003 1.000 0.031 0.007 0.192 0.025 -0.190 -0.004 0.009 0.000 0.032 0.032 -0.015 0.032 0.010 0.039 0.220 | -| bplus_1 | 0.505 -0.215 0.045 -0.572 0.939 0.145 0.806 0.002 0.031 1.000 0.163 -0.489 0.448 0.051 -0.378 0.579 0.416 0.778 0.478 -0.932 -0.390 0.797 0.415 0.352 | -| psi2s_p | -0.008 0.175 0.004 -0.074 0.134 0.028 0.132 0.001 0.007 0.163 1.000 -0.074 0.193 0.008 -0.053 -0.005 0.093 0.160 -0.138 -0.183 -0.108 0.145 0.065 0.066 | -| bplus_2 | -0.208 0.567 -0.113 0.294 -0.453 -0.068 -0.371 0.001 0.192 -0.489 -0.074 1.000 -0.289 -0.071 0.124 -0.253 -0.233 -0.477 -0.223 0.458 0.266 -0.379 -0.100 -0.174 | -| jpsi_p | 0.316 -0.320 -0.007 -0.288 0.408 0.074 0.480 0.002 0.025 0.448 0.193 -0.289 1.000 0.010 -0.241 0.111 0.209 0.440 0.337 -0.497 -0.225 0.427 0.301 0.172 | -| phi_p | 0.027 -0.015 0.689 -0.041 0.059 0.082 0.051 0.004 -0.190 0.051 0.008 -0.071 0.010 1.000 -0.027 0.034 0.028 0.051 0.024 -0.061 -0.034 0.053 0.021 0.026 | -| p4415_s | -0.199 0.281 -0.026 0.363 -0.447 -0.065 -0.400 -0.001 -0.004 -0.378 -0.053 0.124 -0.241 -0.027 1.000 -0.267 -0.220 -0.364 -0.201 0.451 0.416 -0.404 -0.305 -0.157 | -| Dbar_p | 0.257 -0.140 0.032 -0.367 0.608 0.096 0.477 0.001 0.009 0.579 -0.005 -0.253 0.111 0.034 -0.267 1.000 0.325 0.563 0.217 -0.637 -0.257 0.438 0.229 0.235 | -| Dbar_s | 0.281 -0.021 0.027 -0.291 0.469 0.069 0.410 0.001 0.000 0.416 0.093 -0.233 0.209 0.028 -0.220 0.325 1.000 0.401 0.260 -0.463 -0.193 0.367 0.230 0.167 | -| bplus_0 | 0.495 -0.200 0.040 -0.551 0.911 0.160 0.784 0.002 0.032 0.778 0.160 -0.477 0.440 0.051 -0.364 0.563 0.401 1.000 0.471 -0.902 -0.369 0.776 0.410 0.386 | -| p3770_s | 0.245 -0.167 0.011 -0.222 0.472 0.081 0.433 0.001 0.032 0.478 -0.138 -0.223 0.337 0.024 -0.201 0.217 0.260 0.471 1.000 -0.506 -0.190 0.326 0.253 0.190 | -| DDstar_s | -0.558 0.228 -0.054 0.624 -0.960 -0.157 -0.884 -0.002 -0.015 -0.932 -0.183 0.458 -0.497 -0.061 0.451 -0.637 -0.463 -0.902 -0.506 1.000 0.434 -0.849 -0.483 -0.377 | -| p4160_s | -0.001 0.278 -0.043 0.235 -0.449 -0.064 -0.433 -0.000 0.032 -0.390 -0.108 0.266 -0.225 -0.034 0.416 -0.257 -0.193 -0.369 -0.190 0.434 1.000 -0.373 -0.295 -0.158 | -| p3770_p | 0.530 -0.227 0.046 -0.557 0.836 0.134 0.787 0.002 0.010 0.797 0.145 -0.379 0.427 0.053 -0.404 0.438 0.367 0.776 0.326 -0.849 -0.373 1.000 0.442 0.322 | -| p4415_p | 0.359 -0.150 0.008 -0.406 0.412 0.073 0.540 0.001 0.039 0.415 0.065 -0.100 0.301 0.021 -0.305 0.229 0.230 0.410 0.253 -0.483 -0.295 0.442 1.000 0.171 | -| rho_s | 0.204 -0.074 0.000 -0.232 0.379 0.536 0.326 0.006 0.220 0.352 0.066 -0.174 0.172 0.026 -0.157 0.235 0.167 0.386 0.190 -0.377 -0.158 0.322 0.171 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1985635514402606}), (, {'error': 0.13343840171298782}), (, {'error': 1.0239296652153413}), (, {'error': 0.1955728754478957}), (, {'error': 3.358536813718621}), (, {'error': 0.178835951411485}), (, {'error': 0.16928130528816232}), (, {'error': 3.4940234664467513}), (, {'error': 0.2980712750996184}), (, {'error': 0.04221788721537456}), (, {'error': 0.029736135076580794}), (, {'error': 0.06574440909474022}), (, {'error': 0.0271794880461651}), (, {'error': 0.21019044230844797}), (, {'error': 0.1893613727362602}), (, {'error': 0.5611225260780497}), (, {'error': 0.41090381150427213}), (, {'error': 0.01937628054259455}), (, {'error': 0.2505494217919466}), (, {'error': 0.48301785043858125}), (, {'error': 0.1657172820393087}), (, {'error': 0.20439611413997394}), (, {'error': 0.1266125009568848}), (, {'error': 0.3130295454421252})]) -Toy 15/25 -Time taken: 1 h, 36 min -Projected time left: 1 h, 4 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.991E+05 | Ncalls=530 (541 total) | -| EDM = 1.25E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 299117.63414091914 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.599 | 0.014 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.623E-1 | 0.024E-1 | | | -1.5 | 1.5 | | -| 2 | phi_s | 16.914 | 0.006 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 2.331E-1 | 0.010E-1 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 4.245 | 0.013 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -0.227 | 0.013 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 8.478 | 0.003 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 2.947 | 0.012 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 1.988 | 0.001 | | | -2 | 2 | | -| 10| psi2s_p | 2.803 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.751 | 0.011 | | | -2 | 2 | | -| 12| jpsi_p | 5.293 | 0.008 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 1.302 | 0.008 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.346 | 0.002 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -2.1 | 10.0 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 2.999E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -1.38 | 0.05 | | | -2 | 2 | | -| 18| p3770_s | 0.381E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -2.497E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 20| p4160_s | 0.344E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 4.205 | 0.009 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.143 | 0.019 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.483 | 0.001 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.106 -0.106 0.113 -0.681 0.541 0.773 -0.039 -0.496 0.637 0.766 0.747 -0.637 -0.023 -0.207 -0.780 -0.037 0.778 0.427 -0.479 0.289 -0.558 0.729 -0.057 | -| Ctt | -0.106 1.000 0.018 -0.020 0.118 -0.094 -0.134 0.007 0.086 -0.111 -0.133 -0.130 0.111 0.004 0.036 0.135 0.006 -0.135 -0.074 0.083 -0.050 0.097 -0.127 0.010 | -| phi_s | -0.106 0.018 1.000 -0.020 0.119 -0.094 -0.134 0.007 0.086 -0.111 -0.133 -0.130 0.111 0.004 0.036 0.136 0.006 -0.135 -0.074 0.083 -0.050 0.097 -0.127 0.010 | -| p4040_s | 0.113 -0.020 -0.020 1.000 -0.127 0.101 0.144 -0.007 -0.092 0.118 0.142 0.139 -0.118 -0.004 -0.039 -0.145 -0.007 0.145 0.079 -0.089 0.054 -0.104 0.135 -0.011 | -| DDstar_p | -0.681 0.118 0.119 -0.127 1.000 -0.607 -0.867 0.043 0.556 -0.715 -0.859 -0.838 0.714 0.025 0.232 0.874 0.042 -0.873 -0.479 0.537 -0.324 0.626 -0.817 0.064 | -| omega_p | 0.541 -0.094 -0.094 0.101 -0.607 1.000 0.688 -0.034 -0.441 0.567 0.682 0.665 -0.567 -0.020 -0.185 -0.694 -0.033 0.693 0.380 -0.426 0.257 -0.497 0.649 -0.051 | -| p4160_p | 0.773 -0.134 -0.134 0.144 -0.867 0.688 1.000 -0.049 -0.631 0.811 0.974 0.951 -0.811 -0.029 -0.264 -0.992 -0.047 0.990 0.544 -0.609 0.368 -0.710 0.928 -0.073 | -| omega_s | -0.039 0.007 0.007 -0.007 0.043 -0.034 -0.049 1.000 0.032 -0.041 -0.049 -0.048 0.041 0.001 0.013 0.050 0.002 -0.050 -0.027 0.031 -0.018 0.036 -0.047 0.004 | -| rho_p | -0.496 0.086 0.086 -0.092 0.556 -0.441 -0.631 0.032 1.000 -0.520 -0.625 -0.610 0.520 0.019 0.169 0.636 0.030 -0.635 -0.349 0.391 -0.236 0.456 -0.595 0.046 | -| bplus_1 | 0.637 -0.111 -0.111 0.118 -0.715 0.567 0.811 -0.041 -0.520 1.000 0.803 0.784 -0.668 -0.024 -0.217 -0.818 -0.039 0.816 0.448 -0.502 0.303 -0.585 0.765 -0.060 | -| psi2s_p | 0.766 -0.133 -0.133 0.142 -0.859 0.682 0.974 -0.049 -0.625 0.803 1.000 0.942 -0.803 -0.029 -0.261 -0.982 -0.047 0.981 0.538 -0.604 0.364 -0.703 0.919 -0.072 | -| bplus_2 | 0.747 -0.130 -0.130 0.139 -0.838 0.665 0.951 -0.048 -0.610 0.784 0.942 1.000 -0.784 -0.028 -0.255 -0.959 -0.046 0.958 0.526 -0.589 0.356 -0.687 0.897 -0.071 | -| jpsi_p | -0.637 0.111 0.111 -0.118 0.714 -0.567 -0.811 0.041 0.520 -0.668 -0.803 -0.784 1.000 0.024 0.217 0.818 0.039 -0.816 -0.448 0.502 -0.303 0.585 -0.764 0.060 | -| phi_p | -0.023 0.004 0.004 -0.004 0.025 -0.020 -0.029 0.001 0.019 -0.024 -0.029 -0.028 0.024 1.000 0.008 0.029 0.001 -0.029 -0.016 0.018 -0.011 0.021 -0.027 0.002 | -| p4415_s | -0.207 0.036 0.036 -0.039 0.232 -0.185 -0.264 0.013 0.169 -0.217 -0.261 -0.255 0.217 0.008 1.000 0.266 0.013 -0.266 -0.146 0.163 -0.099 0.190 -0.248 0.020 | -| Dbar_p | -0.780 0.135 0.136 -0.145 0.874 -0.694 -0.992 0.050 0.636 -0.818 -0.982 -0.959 0.818 0.029 0.266 1.000 0.048 -0.999 -0.548 0.614 -0.371 0.716 -0.935 0.074 | -| Dbar_s | -0.037 0.006 0.006 -0.007 0.042 -0.033 -0.047 0.002 0.030 -0.039 -0.047 -0.046 0.039 0.001 0.013 0.048 1.000 -0.047 -0.026 0.029 -0.018 0.034 -0.044 0.003 | -| bplus_0 | 0.778 -0.135 -0.135 0.145 -0.873 0.693 0.990 -0.050 -0.635 0.816 0.981 0.958 -0.816 -0.029 -0.266 -0.999 -0.047 1.000 0.547 -0.613 0.370 -0.715 0.934 -0.073 | -| p3770_s | 0.427 -0.074 -0.074 0.079 -0.479 0.380 0.544 -0.027 -0.349 0.448 0.538 0.526 -0.448 -0.016 -0.146 -0.548 -0.026 0.547 1.000 -0.337 0.203 -0.393 0.513 -0.040 | -| DDstar_s | -0.479 0.083 0.083 -0.089 0.537 -0.426 -0.609 0.031 0.391 -0.502 -0.604 -0.589 0.502 0.018 0.163 0.614 0.029 -0.613 -0.337 1.000 -0.228 0.440 -0.575 0.045 | -| p4160_s | 0.289 -0.050 -0.050 0.054 -0.324 0.257 0.368 -0.018 -0.236 0.303 0.364 0.356 -0.303 -0.011 -0.099 -0.371 -0.018 0.370 0.203 -0.228 1.000 -0.265 0.347 -0.027 | -| p3770_p | -0.558 0.097 0.097 -0.104 0.626 -0.497 -0.710 0.036 0.456 -0.585 -0.703 -0.687 0.585 0.021 0.190 0.716 0.034 -0.715 -0.393 0.440 -0.265 1.000 -0.670 0.053 | -| p4415_p | 0.729 -0.127 -0.127 0.135 -0.817 0.649 0.928 -0.047 -0.595 0.765 0.919 0.897 -0.764 -0.027 -0.248 -0.935 -0.044 0.934 0.513 -0.575 0.347 -0.670 1.000 -0.069 | -| rho_s | -0.057 0.010 0.010 -0.011 0.064 -0.051 -0.073 0.004 0.046 -0.060 -0.072 -0.071 0.060 0.002 0.020 0.074 0.003 -0.073 -0.040 0.045 -0.027 0.053 -0.069 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.014199378115285377}), (, {'error': 0.0024366030691378437}), (, {'error': 0.0060819128300781955}), (, {'error': 0.0010430743602342224}), (, {'error': 0.012728201377208315}), (, {'error': 0.01274448294942676}), (, {'error': 0.03883390389495478}), (, {'error': 0.003225868625133188}), (, {'error': 0.012009094918475682}), (, {'error': 0.0005160682262712601}), (, {'error': 0.026065756004118867}), (, {'error': 0.010544888378250405}), (, {'error': 0.008231001533975046}), (, {'error': 0.008348570252469045}), (, {'error': 0.001852462820836176}), (, {'error': 9.978056505432827}), (, {'error': 9.213576159128323e-06}), (, {'error': 0.052465970139477625}), (, {'error': 0.001713344711751219}), (, {'error': 0.00033616663365929056}), (, {'error': 0.0014162934016095363}), (, {'error': 0.00930945921774029}), (, {'error': 0.019272753096119644}), (, {'error': 0.0013776812840826935})]) -Toy 16/25 -Time taken: 1 h, 40 min -Projected time left: 56 min, 24 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1406 (1406 total) | -| EDM = 6.78E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297099.6847334659 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.75 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.58 | 0.20 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.21 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.24 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 6.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 0.04 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.97 | 0.07 | | | -2 | 2 | | -| 10| psi2s_p | 1.907 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.28 | 0.10 | | | -2 | 2 | | -| 12| jpsi_p | 4.651 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.32 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 1.73 | 0.29 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 18| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.01 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.98 | 0.29 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.203 -0.007 -0.215 -0.082 -0.001 0.121 0.005 0.020 0.043 -0.203 -0.026 -0.092 -0.001 0.021 -0.115 0.019 0.005 -0.043 0.026 0.323 0.111 0.140 -0.005 | -| Ctt | -0.203 1.000 -0.032 0.344 -0.035 -0.002 -0.315 0.014 0.102 0.058 0.233 -0.646 0.283 0.003 0.184 -0.307 -0.002 0.050 -0.115 -0.006 0.251 -0.200 0.012 0.009 | -| phi_s | -0.007 -0.032 1.000 -0.018 -0.021 -0.018 0.003 0.057 0.123 -0.089 -0.003 0.057 0.010 0.645 -0.010 -0.020 -0.001 0.098 -0.013 -0.001 -0.026 -0.000 -0.015 0.013 | -| p4040_s | -0.215 0.344 -0.018 1.000 -0.138 -0.001 -0.504 0.000 0.035 0.015 0.058 -0.090 0.047 0.003 0.176 -0.023 -0.004 -0.029 0.124 -0.006 -0.000 -0.140 -0.178 0.016 | -| DDstar_p | -0.082 -0.035 -0.021 -0.138 1.000 0.004 -0.052 -0.040 -0.057 -0.109 -0.156 0.305 -0.162 -0.004 -0.003 -0.187 0.007 -0.171 0.028 0.043 -0.111 0.125 -0.210 0.061 | -| omega_p | -0.001 -0.002 -0.018 -0.001 0.004 1.000 -0.000 -0.179 -0.021 0.010 0.000 0.010 0.006 -0.012 0.001 0.001 -0.000 -0.011 -0.000 0.000 -0.001 0.001 -0.002 0.030 | -| p4160_p | 0.121 -0.315 0.003 -0.504 -0.052 -0.000 1.000 0.008 0.010 0.034 -0.130 -0.046 -0.057 -0.002 -0.088 -0.046 0.023 0.041 -0.035 0.038 -0.139 0.140 0.300 -0.017 | -| omega_s | 0.005 0.014 0.057 0.000 -0.040 -0.179 0.008 1.000 0.444 -0.118 -0.000 -0.063 -0.013 0.004 -0.011 -0.015 -0.000 0.134 0.001 -0.002 0.003 -0.005 0.014 -0.194 | -| rho_p | 0.020 0.102 0.123 0.035 -0.057 -0.021 0.010 0.444 1.000 -0.150 0.002 -0.278 -0.074 0.099 -0.009 0.002 0.001 0.165 0.020 -0.003 0.056 -0.016 0.059 0.203 | -| bplus_1 | 0.043 0.058 -0.089 0.015 -0.109 0.010 0.034 -0.118 -0.150 1.000 0.032 -0.012 -0.020 0.002 -0.047 -0.039 -0.003 -0.924 -0.011 -0.010 0.022 -0.071 0.081 0.154 | -| psi2s_p | -0.203 0.233 -0.003 0.058 -0.156 0.000 -0.130 -0.000 0.002 0.032 1.000 -0.055 0.001 -0.003 0.032 -0.057 0.022 0.005 -0.416 0.016 -0.046 -0.034 -0.054 -0.004 | -| bplus_2 | -0.026 -0.646 0.057 -0.090 0.305 0.010 -0.046 -0.063 -0.278 -0.012 -0.055 1.000 -0.223 -0.014 0.119 0.057 0.002 -0.220 0.044 0.016 -0.134 0.058 -0.237 -0.008 | -| jpsi_p | -0.092 0.283 0.010 0.047 -0.162 0.006 -0.057 -0.013 -0.074 -0.020 0.001 -0.223 1.000 -0.028 -0.013 0.144 0.043 0.113 -0.066 0.047 0.003 -0.041 0.019 -0.046 | -| phi_p | -0.001 0.003 0.645 0.003 -0.004 -0.012 -0.002 0.004 0.099 0.002 -0.003 -0.014 -0.028 1.000 0.000 0.000 0.000 -0.002 -0.001 -0.000 0.004 -0.005 0.002 0.037 | -| p4415_s | 0.021 0.184 -0.010 0.176 -0.003 0.001 -0.088 -0.011 -0.009 -0.047 0.032 0.119 -0.013 0.000 1.000 0.052 -0.000 -0.054 0.019 -0.002 0.326 -0.067 -0.157 0.020 | -| Dbar_p | -0.115 -0.307 -0.020 -0.023 -0.187 0.001 -0.046 -0.015 0.002 -0.039 -0.057 0.057 0.144 0.000 0.052 1.000 0.021 -0.074 -0.100 -0.003 -0.063 0.229 -0.092 0.032 | -| Dbar_s | 0.019 -0.002 -0.001 -0.004 0.007 -0.000 0.023 -0.000 0.001 -0.003 0.022 0.002 0.043 0.000 -0.000 0.021 1.000 -0.002 0.022 -0.001 -0.001 0.038 0.009 0.001 | -| bplus_0 | 0.005 0.050 0.098 -0.029 -0.171 -0.011 0.041 0.134 0.165 -0.924 0.005 -0.220 0.113 -0.002 -0.054 -0.074 -0.002 1.000 -0.011 -0.008 -0.030 0.018 0.026 -0.190 | -| p3770_s | -0.043 -0.115 -0.013 0.124 0.028 -0.000 -0.035 0.001 0.020 -0.011 -0.416 0.044 -0.066 -0.001 0.019 -0.100 0.022 -0.011 1.000 0.026 0.026 -0.270 -0.003 0.005 | -| DDstar_s | 0.026 -0.006 -0.001 -0.006 0.043 0.000 0.038 -0.002 -0.003 -0.010 0.016 0.016 0.047 -0.000 -0.002 -0.003 -0.001 -0.008 0.026 1.000 -0.001 0.034 0.015 0.004 | -| p4160_s | 0.323 0.251 -0.026 -0.000 -0.111 -0.001 -0.139 0.003 0.056 0.022 -0.046 -0.134 0.003 0.004 0.326 -0.063 -0.001 -0.030 0.026 -0.001 1.000 -0.056 -0.114 0.020 | -| p3770_p | 0.111 -0.200 -0.000 -0.140 0.125 0.001 0.140 -0.005 -0.016 -0.071 -0.034 0.058 -0.041 -0.005 -0.067 0.229 0.038 0.018 -0.270 0.034 -0.056 1.000 0.026 -0.004 | -| p4415_p | 0.140 0.012 -0.015 -0.178 -0.210 -0.002 0.300 0.014 0.059 0.081 -0.054 -0.237 0.019 0.002 -0.157 -0.092 0.009 0.026 -0.003 0.015 -0.114 0.026 1.000 -0.004 | -| rho_s | -0.005 0.009 0.013 0.016 0.061 0.030 -0.017 -0.194 0.203 0.154 -0.004 -0.008 -0.046 0.037 0.020 0.032 0.001 -0.190 0.005 0.004 0.020 -0.004 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1509187649199335}), (, {'error': 0.19677257852723828}), (, {'error': 1.0807717724711932}), (, {'error': 0.17123354522496959}), (, {'error': 0.334388360421801}), (, {'error': 0.21615591223948094}), (, {'error': 0.09788599521214714}), (, {'error': 0.9510568347913777}), (, {'error': 0.1820932014620653}), (, {'error': 0.07089550117043197}), (, {'error': 0.0315287212163895}), (, {'error': 0.09945654018797256}), (, {'error': 0.024002943212765082}), (, {'error': 0.544942554332811}), (, {'error': 0.19250852461362988}), (, {'error': 0.29260965178021037}), (, {'error': 0.01659017146825334}), (, {'error': 0.03824267185897978}), (, {'error': 0.22769360525411741}), (, {'error': 0.02286336761645638}), (, {'error': 0.16854463785967688}), (, {'error': 0.09469704722937333}), (, {'error': 0.16080251928699862}), (, {'error': 0.288668132344414})]) -Toy 17/25 -Time taken: 1 h, 47 min -Projected time left: 50 min, 24 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1246 (1246 total) | -| EDM = 0.00029 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297136.41256422986 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.35 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.84 | 0.18 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.78 | 0.16 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -1.78 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.14 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 8.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 5.4 | 1.2 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.65 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.889 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.44 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | 4.661 | 0.023 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 4.86 | 0.26 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.357 | 0.028 | | | -2 | 2 | | -| 18| p3770_s | 3.50 | 0.22 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.51 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.66 | 0.08 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.72 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.3 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.196 -0.000 -0.175 -0.014 0.000 0.183 0.014 0.017 0.016 -0.187 -0.020 -0.076 0.000 -0.016 -0.120 0.017 0.016 -0.065 0.025 0.307 0.110 0.142 -0.026 | -| Ctt | -0.196 1.000 0.043 0.259 -0.106 0.004 -0.244 0.161 0.160 -0.388 0.169 -0.671 0.312 0.009 0.075 -0.296 -0.004 0.448 -0.109 -0.011 0.224 -0.137 0.077 -0.299 | -| phi_s | -0.000 0.043 1.000 -0.019 -0.077 -0.002 0.013 0.101 0.101 -0.148 -0.005 -0.076 0.044 0.613 -0.032 -0.044 -0.002 0.163 -0.019 -0.004 -0.021 -0.002 0.001 -0.157 | -| p4040_s | -0.175 0.259 -0.019 1.000 -0.146 -0.001 -0.472 -0.011 0.024 0.014 0.009 -0.022 0.003 0.003 0.192 -0.049 -0.004 -0.030 0.113 -0.004 0.071 -0.112 -0.116 0.010 | -| DDstar_p | -0.014 -0.106 -0.077 -0.146 1.000 -0.005 -0.027 -0.171 -0.099 0.200 -0.106 0.342 -0.135 -0.009 0.027 -0.201 0.005 -0.373 0.026 0.035 -0.097 0.090 -0.170 0.293 | -| omega_p | 0.000 0.004 -0.002 -0.001 -0.005 1.000 0.001 -0.075 0.020 -0.011 0.000 -0.008 0.004 -0.004 -0.002 -0.002 -0.000 0.012 -0.000 -0.000 -0.000 0.000 0.001 -0.015 | -| p4160_p | 0.183 -0.244 0.013 -0.472 -0.027 0.001 1.000 0.040 0.029 -0.034 -0.129 -0.085 -0.040 -0.000 -0.107 -0.065 0.031 0.085 -0.037 0.049 -0.146 0.135 0.255 -0.072 | -| omega_s | 0.014 0.161 0.101 -0.011 -0.171 -0.075 0.040 1.000 0.225 -0.360 -0.007 -0.311 0.065 -0.001 -0.082 -0.071 -0.003 0.384 -0.014 -0.009 -0.001 -0.001 0.045 -0.599 | -| rho_p | 0.017 0.160 0.101 0.024 -0.099 0.020 0.029 0.225 1.000 -0.254 -0.005 -0.336 -0.024 0.063 -0.059 -0.017 -0.000 0.248 0.011 -0.005 0.044 -0.006 0.065 -0.208 | -| bplus_1 | 0.016 -0.388 -0.148 0.014 0.200 -0.011 -0.034 -0.360 -0.254 1.000 0.027 0.675 -0.205 -0.014 0.109 0.062 0.002 -0.955 0.030 0.009 -0.023 -0.048 -0.058 0.624 | -| psi2s_p | -0.187 0.169 -0.005 0.009 -0.106 0.000 -0.129 -0.007 -0.005 0.027 1.000 0.014 -0.033 -0.003 0.047 -0.061 0.027 -0.016 -0.381 0.024 -0.043 -0.026 -0.059 0.011 | -| bplus_2 | -0.020 -0.671 -0.076 -0.022 0.342 -0.008 -0.085 -0.311 -0.336 0.675 0.014 1.000 -0.262 -0.024 0.226 0.086 0.005 -0.784 0.045 0.018 -0.073 -0.013 -0.173 0.569 | -| jpsi_p | -0.076 0.312 0.044 0.003 -0.135 0.004 -0.040 0.065 -0.024 -0.205 -0.033 -0.262 1.000 -0.023 -0.045 0.113 0.049 0.256 -0.058 0.054 -0.004 -0.018 0.012 -0.110 | -| phi_p | 0.000 0.009 0.613 0.003 -0.009 -0.004 -0.000 -0.001 0.063 -0.014 -0.003 -0.024 -0.023 1.000 -0.004 -0.001 0.000 0.013 -0.000 -0.000 0.004 -0.004 0.004 -0.025 | -| p4415_s | -0.016 0.075 -0.032 0.192 0.027 -0.002 -0.107 -0.082 -0.059 0.109 0.047 0.226 -0.045 -0.004 1.000 0.076 -0.000 -0.191 0.021 -0.002 0.302 -0.073 -0.162 0.143 | -| Dbar_p | -0.120 -0.296 -0.044 -0.049 -0.201 -0.002 -0.065 -0.071 -0.017 0.062 -0.061 0.086 0.113 -0.001 0.076 1.000 0.022 -0.149 -0.100 -0.004 -0.045 0.197 -0.088 0.115 | -| Dbar_s | 0.017 -0.004 -0.002 -0.004 0.005 -0.000 0.031 -0.003 -0.000 0.002 0.027 0.005 0.049 0.000 -0.000 0.022 1.000 -0.006 0.027 -0.002 -0.002 0.046 0.010 0.004 | -| bplus_0 | 0.016 0.448 0.163 -0.030 -0.373 0.012 0.085 0.384 0.248 -0.955 -0.016 -0.784 0.256 0.013 -0.191 -0.149 -0.006 1.000 -0.045 -0.020 -0.002 0.022 0.098 -0.666 | -| p3770_s | -0.065 -0.109 -0.019 0.113 0.026 -0.000 -0.037 -0.014 0.011 0.030 -0.381 0.045 -0.058 -0.000 0.021 -0.100 0.027 -0.045 1.000 0.029 0.028 -0.284 0.000 0.016 | -| DDstar_s | 0.025 -0.011 -0.004 -0.004 0.035 -0.000 0.049 -0.009 -0.005 0.009 0.024 0.018 0.054 -0.000 -0.002 -0.004 -0.002 -0.020 0.029 1.000 -0.000 0.037 0.018 0.016 | -| p4160_s | 0.307 0.224 -0.021 0.071 -0.097 -0.000 -0.146 -0.001 0.044 -0.023 -0.043 -0.073 -0.004 0.004 0.302 -0.045 -0.002 -0.002 0.028 -0.000 1.000 -0.049 -0.066 -0.010 | -| p3770_p | 0.110 -0.137 -0.002 -0.112 0.090 0.000 0.135 -0.001 -0.006 -0.048 -0.026 -0.013 -0.018 -0.004 -0.073 0.197 0.046 0.022 -0.284 0.037 -0.049 1.000 0.020 -0.002 | -| p4415_p | 0.142 0.077 0.001 -0.116 -0.170 0.001 0.255 0.045 0.065 -0.058 -0.059 -0.173 0.012 0.004 -0.162 -0.088 0.010 0.098 0.000 0.018 -0.066 0.020 1.000 -0.087 | -| rho_s | -0.026 -0.299 -0.157 0.010 0.293 -0.015 -0.072 -0.599 -0.208 0.624 0.011 0.569 -0.110 -0.025 0.143 0.115 0.004 -0.666 0.016 0.016 -0.010 -0.002 -0.087 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2196979715834475}), (, {'error': 0.18492220732231474}), (, {'error': 1.106056492339187}), (, {'error': 0.1620049249637936}), (, {'error': 0.2648170465249433}), (, {'error': 0.08398623813333383}), (, {'error': 0.08176368839532655}), (, {'error': 1.0249681055126354}), (, {'error': 1.2099135859081809}), (, {'error': 0.042733480332700635}), (, {'error': 0.029598990974490036}), (, {'error': 0.08528467219175284}), (, {'error': 0.02293829089862065}), (, {'error': 0.44928051913925016}), (, {'error': 0.1898288490066522}), (, {'error': 0.2611762907045607}), (, {'error': 0.02037217606047914}), (, {'error': 0.028066901270069944}), (, {'error': 0.2150696208542855}), (, {'error': 0.026215613719609066}), (, {'error': 0.15798198214777126}), (, {'error': 0.08433325418055548}), (, {'error': 0.15859027443675444}), (, {'error': 0.4130640945531991})]) -Toy 18/25 -Time taken: 1 h, 53 min -Projected time left: 44 min, 6 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1328 (1328 total) | -| EDM = 7.97E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297279.62914875394 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.53 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.35 | 0.21 | | | -1.5 | 1.5 | | -| 2 | phi_s | 20.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.78 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.64 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 8.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.94 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.892 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.19 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | -1.648 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -5.59 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.505 | 0.022 | | | -2 | 2 | | -| 18| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.46 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.92 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.226 -0.014 -0.251 0.104 -0.002 0.178 -0.006 -0.007 -0.012 -0.239 -0.032 -0.094 -0.006 0.013 -0.112 0.024 0.016 -0.069 0.030 0.327 0.118 0.137 0.003 | -| Ctt | -0.226 1.000 -0.036 0.366 -0.088 0.005 -0.396 -0.016 -0.050 -0.195 0.208 0.682 0.214 -0.001 0.175 -0.348 0.002 0.003 -0.100 -0.003 0.252 -0.276 -0.007 0.020 | -| phi_s | -0.014 -0.036 1.000 -0.021 0.013 0.006 -0.002 0.020 0.084 0.023 -0.004 -0.114 0.026 0.602 -0.002 -0.008 0.000 -0.032 -0.018 0.001 -0.033 0.003 -0.028 -0.078 | -| p4040_s | -0.251 0.366 -0.021 1.000 -0.137 0.005 -0.565 -0.007 -0.023 0.000 0.041 0.098 -0.009 -0.005 0.194 -0.068 -0.004 0.021 0.112 0.002 -0.004 -0.165 -0.226 0.020 | -| DDstar_p | 0.104 -0.088 0.013 -0.137 1.000 0.018 0.270 0.002 -0.001 0.360 0.008 -0.270 0.214 0.002 -0.012 -0.115 -0.001 0.032 0.158 0.035 -0.058 0.314 -0.002 0.064 | -| omega_p | -0.002 0.005 0.006 0.005 0.018 1.000 -0.002 0.741 0.003 -0.040 -0.003 0.011 -0.017 -0.034 0.007 0.014 0.001 0.067 0.004 0.001 0.007 0.007 0.000 0.372 | -| p4160_p | 0.178 -0.396 -0.002 -0.565 0.270 -0.002 1.000 -0.003 0.004 0.024 -0.157 -0.081 -0.008 -0.003 -0.123 0.012 0.036 0.016 -0.028 0.051 -0.166 0.247 0.292 0.005 | -| omega_s | -0.006 -0.016 0.020 -0.007 0.002 0.741 -0.003 1.000 0.005 0.005 -0.004 -0.041 -0.009 -0.048 -0.001 -0.004 0.000 -0.007 -0.007 0.000 -0.012 -0.002 -0.011 -0.008 | -| rho_p | -0.007 -0.050 0.084 -0.023 -0.001 0.003 0.004 0.005 1.000 0.009 -0.000 -0.129 0.041 0.136 -0.005 -0.017 -0.001 -0.026 -0.014 -0.000 -0.035 0.001 -0.026 -0.267 | -| bplus_1 | -0.012 -0.195 0.023 0.000 0.360 -0.040 0.024 0.005 0.009 1.000 0.029 -0.342 0.093 0.007 0.132 0.202 -0.000 -0.820 0.058 -0.003 -0.008 0.160 -0.089 -0.139 | -| psi2s_p | -0.239 0.208 -0.004 0.041 0.008 -0.003 -0.157 -0.004 -0.000 0.029 1.000 -0.005 -0.026 -0.004 0.040 -0.061 0.031 -0.006 -0.353 0.030 -0.077 -0.053 -0.110 0.005 | -| bplus_2 | -0.032 0.682 -0.114 0.098 -0.270 0.011 -0.081 -0.041 -0.129 -0.342 -0.005 1.000 0.114 -0.024 -0.122 -0.100 0.004 0.021 -0.079 0.007 0.133 -0.138 0.176 0.055 | -| jpsi_p | -0.094 0.214 0.026 -0.009 0.214 -0.017 -0.008 -0.009 0.041 0.093 -0.026 0.114 1.000 0.000 -0.007 0.215 0.057 -0.046 -0.007 0.063 -0.035 0.093 -0.029 -0.003 | -| phi_p | -0.006 -0.001 0.602 -0.005 0.002 -0.034 -0.003 -0.048 0.136 0.007 -0.004 -0.024 0.000 1.000 -0.002 -0.002 0.001 -0.017 -0.006 0.001 -0.009 -0.000 -0.008 -0.064 | -| p4415_s | 0.013 0.175 -0.002 0.194 -0.012 0.007 -0.123 -0.001 -0.005 0.132 0.040 -0.122 -0.007 -0.002 1.000 0.059 -0.001 0.023 0.033 -0.002 0.339 -0.055 -0.181 0.024 | -| Dbar_p | -0.112 -0.348 -0.008 -0.068 -0.115 0.014 0.012 -0.004 -0.017 0.202 -0.061 -0.100 0.215 -0.002 0.059 1.000 0.030 0.043 -0.061 0.007 -0.088 0.352 -0.111 0.052 | -| Dbar_s | 0.024 0.002 0.000 -0.004 -0.001 0.001 0.036 0.000 -0.001 -0.000 0.031 0.004 0.057 0.001 -0.001 0.030 1.000 0.002 0.025 -0.002 0.003 0.049 0.019 0.001 | -| bplus_0 | 0.016 0.003 -0.032 0.021 0.032 0.067 0.016 -0.007 -0.026 -0.820 -0.006 0.021 -0.046 -0.017 0.023 0.043 0.002 1.000 0.045 0.000 0.045 0.050 0.021 0.236 | -| p3770_s | -0.069 -0.100 -0.018 0.112 0.158 0.004 -0.028 -0.007 -0.014 0.058 -0.353 -0.079 -0.007 -0.006 0.033 -0.061 0.025 0.045 1.000 0.023 0.015 -0.262 -0.023 0.023 | -| DDstar_s | 0.030 -0.003 0.001 0.002 0.035 0.001 0.051 0.000 -0.000 -0.003 0.030 0.007 0.063 0.001 -0.002 0.007 -0.002 0.000 0.023 1.000 0.009 0.032 0.035 0.000 | -| p4160_s | 0.327 0.252 -0.033 -0.004 -0.058 0.007 -0.166 -0.012 -0.035 -0.008 -0.077 0.133 -0.035 -0.009 0.339 -0.088 0.003 0.045 0.015 0.009 1.000 -0.072 -0.132 0.032 | -| p3770_p | 0.118 -0.276 0.003 -0.165 0.314 0.007 0.247 -0.002 0.001 0.160 -0.053 -0.138 0.093 -0.000 -0.055 0.352 0.049 0.050 -0.262 0.032 -0.072 1.000 0.038 0.036 | -| p4415_p | 0.137 -0.007 -0.028 -0.226 -0.002 0.000 0.292 -0.011 -0.026 -0.089 -0.110 0.176 -0.029 -0.008 -0.181 -0.111 0.019 0.021 -0.023 0.035 -0.132 0.038 1.000 0.011 | -| rho_s | 0.003 0.020 -0.078 0.020 0.064 0.372 0.005 -0.008 -0.267 -0.139 0.005 0.055 -0.003 -0.064 0.024 0.052 0.001 0.236 0.023 0.000 0.032 0.036 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23370344295221135}), (, {'error': 0.21319027332156448}), (, {'error': 0.9896495719981449}), (, {'error': 0.18024409960377957}), (, {'error': 0.3437437202022058}), (, {'error': 0.30431959856319146}), (, {'error': 0.09585768351942825}), (, {'error': 1.2282585032798838}), (, {'error': 0.4977024075699612}), (, {'error': 0.04580742389024406}), (, {'error': 0.03159382655427834}), (, {'error': 0.0916810577779722}), (, {'error': 0.026440272403979836}), (, {'error': 0.17152735094516514}), (, {'error': 0.19396950758976395}), (, {'error': 0.33856542510839116}), (, {'error': 0.02006827245627235}), (, {'error': 0.022073435000469654}), (, {'error': 0.23294153817933028}), (, {'error': 0.023711568740398148}), (, {'error': 0.16701290736884045}), (, {'error': 0.09524839144429809}), (, {'error': 0.16853681427808542}), (, {'error': 0.35241516588025856})]) -Toy 19/25 -Time taken: 2 h, 4 s -Projected time left: 37 min, 54 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1286 (1286 total) | -| EDM = 1.83E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297131.0715277892 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.16 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.23 | 0.31 | | | -1.5 | 1.5 | | -| 2 | phi_s | 15.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.99 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 3.6 | 1.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.08 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.03 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7.4 | 1.3 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 5.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.88 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.14 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | -4.69 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -0.55 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -1.9 | 1.1 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.58 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.435 | 0.025 | | | -2 | 2 | | -| 18| p3770_s | 2.33 | 0.24 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.04 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.47 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.18 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.290 0.007 -0.073 -0.493 0.016 0.352 0.041 0.017 0.177 0.143 -0.183 0.460 0.007 0.123 0.259 0.195 0.069 0.150 -0.269 0.389 0.230 0.387 -0.084 | -| Ctt | -0.290 1.000 -0.033 0.065 0.682 -0.004 -0.594 -0.005 0.048 -0.011 -0.068 -0.262 -0.704 -0.014 0.077 -0.823 -0.532 0.004 -0.071 0.467 0.090 -0.492 -0.400 0.002 | -| phi_s | 0.007 -0.033 1.000 -0.010 -0.026 0.018 0.020 0.049 0.076 -0.049 0.007 0.087 0.008 0.480 -0.015 -0.005 -0.011 0.081 -0.005 -0.015 -0.019 -0.007 0.010 -0.023 | -| p4040_s | -0.073 0.065 -0.010 1.000 -0.205 0.006 -0.209 0.007 0.027 0.039 0.142 -0.085 0.128 0.006 0.087 0.150 -0.060 -0.006 0.118 -0.172 -0.101 -0.067 -0.062 -0.010 | -| DDstar_p | -0.493 0.682 -0.026 -0.205 1.000 -0.023 -0.668 -0.058 -0.003 -0.240 -0.396 0.275 -0.848 -0.014 -0.094 -0.819 -0.333 -0.115 -0.112 0.666 -0.187 -0.376 -0.626 0.113 | -| omega_p | 0.016 -0.004 0.018 0.006 -0.023 1.000 0.016 0.606 -0.026 -0.023 0.010 -0.041 0.014 -0.004 0.003 0.012 0.001 0.038 0.007 -0.018 0.011 0.003 0.020 -0.025 | -| p4160_p | 0.352 -0.594 0.020 -0.209 -0.668 0.016 1.000 0.042 -0.003 0.161 0.249 -0.175 0.658 0.009 0.049 0.536 0.429 0.095 0.135 -0.367 0.025 0.412 0.609 -0.086 | -| omega_s | 0.041 -0.005 0.049 0.007 -0.058 0.606 0.042 1.000 0.155 -0.114 0.026 -0.075 0.029 -0.020 -0.004 0.008 -0.026 0.184 0.015 -0.050 0.021 -0.007 0.053 -0.430 | -| rho_p | 0.017 0.048 0.076 0.027 -0.003 -0.026 -0.003 0.155 1.000 -0.038 0.006 -0.247 0.004 0.086 0.026 0.028 0.017 0.014 0.017 -0.011 0.053 0.013 0.025 0.060 | -| bplus_1 | 0.177 -0.011 -0.049 0.039 -0.240 -0.023 0.161 -0.114 -0.038 1.000 0.112 -0.247 0.182 0.021 -0.016 0.038 -0.097 -0.789 0.025 -0.207 0.093 -0.075 0.236 0.224 | -| psi2s_p | 0.143 -0.068 0.007 0.142 -0.396 0.010 0.249 0.026 0.006 0.112 1.000 -0.159 0.390 0.005 0.050 0.231 0.217 0.057 -0.162 -0.238 0.050 0.193 0.241 -0.054 | -| bplus_2 | -0.183 -0.262 0.087 -0.085 0.275 -0.041 -0.175 -0.075 -0.247 -0.247 -0.159 1.000 -0.100 -0.019 0.007 -0.099 0.133 -0.120 -0.005 0.257 -0.186 -0.007 -0.325 0.132 | -| jpsi_p | 0.460 -0.704 0.008 0.128 -0.848 0.014 0.658 0.029 0.004 0.182 0.390 -0.100 1.000 0.013 0.038 0.727 0.532 0.033 0.205 -0.541 0.103 0.421 0.553 -0.062 | -| phi_p | 0.007 -0.014 0.480 0.006 -0.014 -0.004 0.009 -0.020 0.086 0.021 0.005 -0.019 0.013 1.000 0.006 0.021 0.021 -0.033 0.003 -0.007 0.006 0.011 0.008 0.019 | -| p4415_s | 0.123 0.077 -0.015 0.087 -0.094 0.003 0.049 -0.004 0.026 -0.016 0.050 0.007 0.038 0.006 1.000 0.060 -0.030 -0.033 0.024 -0.087 0.290 -0.020 -0.035 0.013 | -| Dbar_p | 0.259 -0.823 -0.005 0.150 -0.819 0.012 0.536 0.008 0.028 0.038 0.231 -0.099 0.727 0.021 0.060 1.000 0.578 -0.002 -0.013 -0.594 0.025 0.560 0.406 -0.006 | -| Dbar_s | 0.195 -0.532 -0.011 -0.060 -0.333 0.001 0.429 -0.026 0.017 -0.097 0.217 0.133 0.532 0.021 -0.030 0.578 1.000 -0.083 0.184 -0.311 -0.101 0.613 0.202 0.065 | -| bplus_0 | 0.069 0.004 0.081 -0.006 -0.115 0.038 0.095 0.184 0.014 -0.789 0.057 -0.120 0.033 -0.033 -0.033 -0.002 -0.083 1.000 0.025 -0.098 0.013 0.005 0.101 -0.381 | -| p3770_s | 0.150 -0.071 -0.005 0.118 -0.112 0.007 0.135 0.015 0.017 0.025 -0.162 -0.005 0.205 0.003 0.024 -0.013 0.184 0.025 1.000 0.001 0.072 -0.105 0.128 -0.032 | -| DDstar_s | -0.269 0.467 -0.015 -0.172 0.666 -0.018 -0.367 -0.050 -0.011 -0.207 -0.238 0.257 -0.541 -0.007 -0.087 -0.594 -0.311 -0.098 0.001 1.000 -0.124 -0.227 -0.379 0.100 | -| p4160_s | 0.389 0.090 -0.019 -0.101 -0.187 0.011 0.025 0.021 0.053 0.093 0.050 -0.186 0.103 0.006 0.290 0.025 -0.101 0.013 0.072 -0.124 1.000 -0.032 -0.012 -0.040 | -| p3770_p | 0.230 -0.492 -0.007 -0.067 -0.376 0.003 0.412 -0.007 0.013 -0.075 0.193 -0.007 0.421 0.011 -0.020 0.560 0.613 0.005 -0.105 -0.227 -0.032 1.000 0.251 0.015 | -| p4415_p | 0.387 -0.400 0.010 -0.062 -0.626 0.020 0.609 0.053 0.025 0.236 0.241 -0.325 0.553 0.008 -0.035 0.406 0.202 0.101 0.128 -0.379 -0.012 0.251 1.000 -0.107 | -| rho_s | -0.084 0.002 -0.023 -0.010 0.113 -0.025 -0.086 -0.430 0.060 0.224 -0.054 0.132 -0.062 0.019 0.013 -0.006 0.065 -0.381 -0.032 0.100 -0.040 0.015 -0.107 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21411257325975708}), (, {'error': 0.305156385602245}), (, {'error': 0.9691327543120849}), (, {'error': 0.1792795547649097}), (, {'error': 1.3075974161211024}), (, {'error': 0.27459539648887743}), (, {'error': 0.15113672744467177}), (, {'error': 1.2905751305549735}), (, {'error': 0.5095246682068719}), (, {'error': 0.0528360134870951}), (, {'error': 0.036488419533684535}), (, {'error': 0.0860981696302936}), (, {'error': 0.05167005547767811}), (, {'error': 0.18446987117103975}), (, {'error': 0.187752302885839}), (, {'error': 1.0892612661860783}), (, {'error': 0.5797399503474523}), (, {'error': 0.024872378036808862}), (, {'error': 0.23861913748105223}), (, {'error': 0.4794688249890944}), (, {'error': 0.1727225710055348}), (, {'error': 0.15919717067011874}), (, {'error': 0.23831833605776165}), (, {'error': 0.3460419706956011})]) -Toy 20/25 -Time taken: 2 h, 6 min -Projected time left: 31 min, 40 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1258 (1258 total) | -| EDM = 0.000361 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297288.3632002945 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.47 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.51 | 0.18 | | | -1.5 | 1.5 | | -| 2 | phi_s | 16.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.13 | 0.21 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -2.4 | 1.2 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.65 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.10 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 8.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.69 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.43 | 0.07 | | | -2 | 2 | | -| 12| jpsi_p | -4.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.75 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | -2.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.409 | 0.014 | | | -2 | 2 | | -| 18| p3770_s | 2.96 | 0.29 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.11 | 0.19 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.70 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.82 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.021 -0.019 -0.234 -0.024 0.009 0.247 -0.005 0.002 0.034 0.048 -0.068 0.301 -0.001 0.003 0.304 0.129 0.048 0.206 -0.112 0.206 0.236 0.194 0.017 | -| Ctt | -0.021 1.000 -0.034 0.062 -0.306 0.054 -0.072 -0.007 -0.005 0.191 0.255 0.312 -0.188 -0.002 0.137 0.386 0.341 0.165 0.138 -0.209 0.070 0.185 -0.089 0.132 | -| phi_s | -0.019 -0.034 1.000 -0.006 0.009 0.029 -0.010 0.041 0.012 -0.010 -0.006 -0.086 -0.023 -0.311 0.000 -0.006 0.002 -0.022 -0.021 0.011 -0.022 -0.008 -0.018 -0.002 | -| p4040_s | -0.234 0.062 -0.006 1.000 0.581 -0.082 -0.568 -0.005 0.030 -0.499 0.027 0.371 -0.046 0.003 0.198 -0.512 -0.399 -0.388 -0.281 0.571 0.234 -0.542 0.121 -0.226 | -| DDstar_p | -0.024 -0.306 0.009 0.581 1.000 -0.150 -0.309 -0.001 0.048 -0.873 0.070 0.520 0.157 0.005 0.095 -0.751 -0.665 -0.696 -0.490 0.870 0.484 -0.729 0.505 -0.414 | -| omega_p | 0.009 0.054 0.029 -0.082 -0.150 1.000 0.050 0.689 -0.050 0.127 -0.010 -0.063 -0.026 -0.007 -0.005 0.103 0.090 0.157 0.079 -0.152 -0.063 0.115 -0.069 0.437 | -| p4160_p | 0.247 -0.072 -0.010 -0.568 -0.309 0.050 1.000 -0.000 -0.015 0.288 0.103 -0.245 0.330 -0.003 -0.157 0.499 0.290 0.240 0.360 -0.431 -0.287 0.479 0.171 0.132 | -| omega_s | -0.005 -0.007 0.041 -0.005 -0.001 0.689 -0.000 1.000 0.010 -0.001 -0.001 -0.032 -0.014 0.010 -0.000 0.005 0.003 -0.002 -0.003 -0.001 -0.009 0.001 -0.007 -0.004 | -| rho_p | 0.002 -0.005 0.012 0.030 0.048 -0.050 -0.015 0.010 1.000 -0.037 0.004 0.054 0.008 -0.001 0.001 -0.032 -0.031 -0.049 -0.022 0.048 0.028 -0.038 0.029 -0.048 | -| bplus_1 | 0.034 0.191 -0.010 -0.499 -0.873 0.127 0.288 -0.001 -0.037 1.000 -0.055 -0.541 -0.082 -0.005 -0.016 0.601 0.539 0.432 0.453 -0.876 -0.416 0.675 -0.443 0.352 | -| psi2s_p | 0.048 0.255 -0.006 0.027 0.070 -0.010 0.103 -0.001 0.004 -0.055 1.000 -0.021 0.317 -0.000 0.000 0.239 0.031 -0.040 -0.111 0.023 -0.023 0.094 0.105 -0.031 | -| bplus_2 | -0.068 0.312 -0.086 0.371 0.520 -0.063 -0.245 -0.032 0.054 -0.541 -0.021 1.000 -0.164 0.003 -0.024 -0.475 -0.373 -0.469 -0.348 0.530 0.365 -0.440 0.322 -0.192 | -| jpsi_p | 0.301 -0.188 -0.023 -0.046 0.157 -0.026 0.330 -0.014 0.008 -0.082 0.317 -0.164 1.000 0.003 -0.088 0.270 -0.050 -0.043 0.253 0.010 -0.022 0.101 0.251 -0.055 | -| phi_p | -0.001 -0.002 -0.311 0.003 0.005 -0.007 -0.003 0.010 -0.001 -0.005 -0.000 0.003 0.003 1.000 0.000 -0.006 -0.004 -0.006 -0.004 0.006 0.003 -0.004 0.002 -0.008 | -| p4415_s | 0.003 0.137 0.000 0.198 0.095 -0.005 -0.157 -0.000 0.001 -0.016 0.000 -0.024 -0.088 0.000 1.000 -0.136 -0.106 -0.006 -0.075 0.106 0.332 -0.142 -0.102 -0.011 | -| Dbar_p | 0.304 0.386 -0.006 -0.512 -0.751 0.103 0.499 0.005 -0.032 0.601 0.239 -0.475 0.270 -0.006 -0.136 1.000 0.598 0.480 0.627 -0.626 -0.369 0.692 -0.202 0.273 | -| Dbar_s | 0.129 0.341 0.002 -0.399 -0.665 0.090 0.290 0.003 -0.031 0.539 0.031 -0.373 -0.050 -0.004 -0.106 0.598 1.000 0.423 0.408 -0.634 -0.295 0.440 -0.257 0.248 | -| bplus_0 | 0.048 0.165 -0.022 -0.388 -0.696 0.157 0.240 -0.002 -0.049 0.432 -0.040 -0.469 -0.043 -0.006 -0.006 0.480 0.423 1.000 0.386 -0.700 -0.304 0.548 -0.332 0.433 | -| p3770_s | 0.206 0.138 -0.021 -0.281 -0.490 0.079 0.360 -0.003 -0.022 0.453 -0.111 -0.348 0.253 -0.004 -0.075 0.627 0.408 0.386 1.000 -0.513 -0.240 0.379 -0.115 0.212 | -| DDstar_s | -0.112 -0.209 0.011 0.571 0.870 -0.152 -0.431 -0.001 0.048 -0.876 0.023 0.530 0.010 0.006 0.106 -0.626 -0.634 -0.700 -0.513 1.000 0.466 -0.754 0.386 -0.415 | -| p4160_s | 0.206 0.070 -0.022 0.234 0.484 -0.063 -0.287 -0.009 0.028 -0.416 -0.023 0.365 -0.022 0.003 0.332 -0.369 -0.295 -0.304 -0.240 0.466 1.000 -0.388 0.170 -0.177 | -| p3770_p | 0.236 0.185 -0.008 -0.542 -0.729 0.115 0.479 0.001 -0.038 0.675 0.094 -0.440 0.101 -0.004 -0.142 0.692 0.440 0.548 0.379 -0.754 -0.388 1.000 -0.240 0.316 | -| p4415_p | 0.194 -0.089 -0.018 0.121 0.505 -0.069 0.171 -0.007 0.029 -0.443 0.105 0.322 0.251 0.002 -0.102 -0.202 -0.257 -0.332 -0.115 0.386 0.170 -0.240 1.000 -0.197 | -| rho_s | 0.017 0.132 -0.002 -0.226 -0.414 0.437 0.132 -0.004 -0.048 0.352 -0.031 -0.192 -0.055 -0.008 -0.011 0.273 0.248 0.433 0.212 -0.415 -0.177 0.316 -0.197 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16924115717170718}), (, {'error': 0.1757467262593564}), (, {'error': 0.8242895886323458}), (, {'error': 0.21196119091635962}), (, {'error': 1.1756594369302402}), (, {'error': 0.2967403664780175}), (, {'error': 0.12265695010301414}), (, {'error': 1.156278475413476}), (, {'error': 0.17656277500045592}), (, {'error': 0.03800933685137242}), (, {'error': 0.03375257151470823}), (, {'error': 0.07046905847965967}), (, {'error': 0.03178718174540762}), (, {'error': 0.20532492628591203}), (, {'error': 0.18914433339509973}), (, {'error': 0.7236725432884055}), (, {'error': 0.4525167927475905}), (, {'error': 0.013895633332146273}), (, {'error': 0.2859571962779204}), (, {'error': 0.5771625765077915}), (, {'error': 0.190005059508512}), (, {'error': 0.1675500065662059}), (, {'error': 0.14684339843298932}), (, {'error': 0.39065383130298137})]) -Toy 21/25 -Time taken: 2 h, 13 min -Projected time left: 25 min, 20 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1513 (1513 total) | -| EDM = 3.86E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297043.8870917529 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 3.40 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.05 | 0.19 | | | -1.5 | 1.5 | | -| 2 | phi_s | 20.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.07 | 0.21 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -3.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 7.1 | 2.1 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.99 | 0.03 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.19 | 0.08 | | | -2 | 2 | | -| 12| jpsi_p | -4.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| phi_p | 0.71 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.60 | 0.18 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 1.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.19 | 0.32 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.493 | 0.014 | | | -2 | 2 | | -| 18| p3770_s | 1.98 | 0.24 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.51 | 0.19 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -3.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.96 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.76 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.349 -0.014 -0.315 0.107 -0.007 0.496 -0.020 0.027 0.211 0.178 -0.126 0.473 0.010 -0.061 0.295 0.363 0.197 0.186 -0.070 0.064 0.413 0.217 0.068 | -| Ctt | -0.349 1.000 -0.012 0.466 -0.288 0.023 -0.531 0.043 0.026 -0.416 -0.037 0.609 -0.505 -0.021 0.303 -0.611 -0.465 -0.358 -0.198 0.095 0.388 -0.483 -0.009 -0.123 | -| phi_s | -0.014 -0.012 1.000 0.007 -0.030 -0.002 -0.006 -0.011 -0.123 -0.026 -0.006 -0.095 -0.027 0.594 0.000 -0.022 -0.024 -0.033 -0.018 -0.003 -0.004 -0.022 0.003 -0.034 | -| p4040_s | -0.315 0.466 0.007 1.000 -0.645 0.030 -0.516 0.057 -0.018 -0.500 -0.185 0.295 -0.310 -0.019 0.283 -0.531 -0.680 -0.440 -0.071 -0.123 0.377 -0.620 0.161 -0.165 | -| DDstar_p | 0.107 -0.288 -0.030 -0.645 1.000 -0.043 0.193 -0.081 0.050 0.709 0.149 -0.387 0.197 0.014 -0.268 0.558 0.877 0.635 0.125 0.212 -0.608 0.740 -0.560 0.234 | -| omega_p | -0.007 0.023 -0.002 0.030 -0.043 1.000 -0.014 0.906 0.100 -0.024 -0.012 0.046 -0.029 -0.114 0.009 -0.037 -0.041 -0.049 -0.006 -0.017 0.030 -0.039 0.026 0.011 | -| p4160_p | 0.496 -0.531 -0.006 -0.516 0.193 -0.014 1.000 -0.033 0.020 0.324 0.333 -0.198 0.653 0.021 -0.180 0.516 0.531 0.291 0.284 -0.078 -0.293 0.578 0.293 0.107 | -| omega_s | -0.020 0.043 -0.011 0.057 -0.081 0.906 -0.033 1.000 0.165 -0.051 -0.026 0.065 -0.051 -0.152 0.017 -0.074 -0.082 -0.094 -0.017 -0.026 0.054 -0.077 0.043 -0.202 | -| rho_p | 0.027 0.026 -0.123 -0.018 0.050 0.100 0.020 0.165 1.000 0.065 0.014 0.177 0.027 -0.221 -0.007 0.050 0.052 0.040 0.028 -0.001 -0.001 0.046 -0.001 0.134 | -| bplus_1 | 0.211 -0.416 -0.026 -0.500 0.709 -0.024 0.324 -0.051 0.065 1.000 0.239 -0.469 0.389 0.008 -0.148 0.685 0.770 0.261 0.194 0.176 -0.468 0.702 -0.354 0.177 | -| psi2s_p | 0.178 -0.037 -0.006 -0.185 0.149 -0.012 0.333 -0.026 0.014 0.239 1.000 -0.142 0.430 0.013 -0.087 0.277 0.359 0.210 0.011 -0.099 -0.204 0.350 0.033 0.079 | -| bplus_2 | -0.126 0.609 -0.095 0.295 -0.387 0.046 -0.198 0.065 0.177 -0.469 -0.142 1.000 -0.305 -0.059 0.053 -0.334 -0.434 -0.391 -0.150 -0.110 0.318 -0.376 0.254 -0.125 | -| jpsi_p | 0.473 -0.505 -0.027 -0.310 0.197 -0.029 0.653 -0.051 0.027 0.389 0.430 -0.305 1.000 0.013 -0.183 0.539 0.555 0.350 0.393 -0.185 -0.267 0.564 0.160 0.124 | -| phi_p | 0.010 -0.021 0.594 -0.019 0.014 -0.114 0.021 -0.152 -0.221 0.008 0.013 -0.059 0.013 1.000 -0.008 0.025 0.026 0.019 0.006 0.001 -0.021 0.026 -0.007 0.054 | -| p4415_s | -0.061 0.303 0.000 0.283 -0.268 0.009 -0.180 0.017 -0.007 -0.148 -0.087 0.053 -0.183 -0.008 1.000 -0.227 -0.300 -0.130 -0.061 -0.073 0.401 -0.282 -0.005 -0.052 | -| Dbar_p | 0.295 -0.611 -0.022 -0.531 0.558 -0.037 0.516 -0.074 0.050 0.685 0.277 -0.334 0.539 0.025 -0.227 1.000 0.781 0.607 0.177 -0.137 -0.502 0.779 -0.199 0.229 | -| Dbar_s | 0.363 -0.465 -0.024 -0.680 0.877 -0.041 0.531 -0.082 0.052 0.770 0.359 -0.434 0.555 0.026 -0.300 0.781 1.000 0.682 0.296 0.045 -0.614 0.912 -0.334 0.253 | -| bplus_0 | 0.197 -0.358 -0.033 -0.440 0.635 -0.049 0.291 -0.094 0.040 0.261 0.210 -0.391 0.350 0.019 -0.130 0.607 0.682 1.000 0.184 0.154 -0.404 0.628 -0.307 0.278 | -| p3770_s | 0.186 -0.198 -0.018 -0.071 0.125 -0.006 0.284 -0.017 0.028 0.194 0.011 -0.150 0.393 0.006 -0.061 0.177 0.296 0.184 1.000 -0.033 -0.111 0.190 0.063 0.060 | -| DDstar_s | -0.070 0.095 -0.003 -0.123 0.212 -0.017 -0.078 -0.026 -0.001 0.176 -0.099 -0.110 -0.185 0.001 -0.073 -0.137 0.045 0.154 -0.033 1.000 -0.114 0.045 -0.192 0.060 | -| p4160_s | 0.064 0.388 -0.004 0.377 -0.608 0.030 -0.293 0.054 -0.001 -0.468 -0.204 0.318 -0.267 -0.021 0.401 -0.502 -0.614 -0.404 -0.111 -0.114 1.000 -0.541 0.202 -0.154 | -| p3770_p | 0.413 -0.483 -0.022 -0.620 0.740 -0.039 0.578 -0.077 0.046 0.702 0.350 -0.376 0.564 0.026 -0.282 0.779 0.912 0.628 0.190 0.045 -0.541 1.000 -0.221 0.232 | -| p4415_p | 0.217 -0.009 0.003 0.161 -0.560 0.026 0.293 0.043 -0.001 -0.354 0.033 0.254 0.160 -0.007 -0.005 -0.199 -0.334 -0.307 0.063 -0.192 0.202 -0.221 1.000 -0.114 | -| rho_s | 0.068 -0.123 -0.034 -0.165 0.234 0.011 0.107 -0.202 0.134 0.177 0.079 -0.125 0.124 0.054 -0.052 0.229 0.253 0.278 0.060 0.060 -0.154 0.232 -0.114 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19725286458679747}), (, {'error': 0.19458323878119155}), (, {'error': 0.9571451963174784}), (, {'error': 0.21430680063247454}), (, {'error': 1.1383987623108491}), (, {'error': 0.5455716711784437}), (, {'error': 0.1333554219288482}), (, {'error': 2.1343484849667576}), (, {'error': 0.46205616896616597}), (, {'error': 0.03217529886986692}), (, {'error': 0.03615563372525443}), (, {'error': 0.07581973523265739}), (, {'error': 0.040372264382245504}), (, {'error': 0.17841438874985327}), (, {'error': 0.18000081402558832}), (, {'error': 1.0276687175200974}), (, {'error': 0.3186887345221633}), (, {'error': 0.013607200234573957}), (, {'error': 0.24295892493918658}), (, {'error': 0.37976969663174587}), (, {'error': 0.19409736418953938}), (, {'error': 0.3183803498851303}), (, {'error': 0.17573609665056011}), (, {'error': 0.3125984435774031})]) -Toy 22/25 -Time taken: 2 h, 20 min -Projected time left: 19 min, 9 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1301 (1301 total) | -| EDM = 1.02E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297216.5785962318 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | 4.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.98 | 0.20 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 0.44 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.41 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 5.81 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.905 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.30 | 0.09 | | | -2 | 2 | | -| 12| jpsi_p | 4.668 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 5.05 | 0.29 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 18| p3770_s | 3.18 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 20| p4160_s | 1.88 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | -2.45 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.84 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.262 -0.004 -0.253 0.070 0.000 0.156 -0.001 0.001 0.030 -0.210 0.048 -0.087 0.000 0.006 -0.099 0.012 -0.022 -0.027 0.019 0.371 0.152 -0.004 0.002 | -| Ctt | -0.262 1.000 -0.052 0.376 -0.058 -0.002 -0.395 0.006 0.100 0.097 0.220 -0.716 0.250 0.001 -0.004 -0.304 0.004 0.035 -0.182 -0.004 0.188 -0.243 -0.006 -0.032 | -| phi_s | -0.004 -0.052 1.000 -0.037 -0.024 -0.023 0.012 0.078 0.050 -0.140 -0.013 0.093 0.027 0.098 -0.001 -0.031 -0.001 0.156 -0.019 -0.000 -0.043 0.006 0.001 -0.068 | -| p4040_s | -0.253 0.376 -0.037 1.000 -0.179 0.000 -0.523 -0.003 0.057 0.070 0.006 -0.187 -0.018 0.001 -0.012 -0.098 -0.002 -0.045 0.072 0.002 -0.106 -0.187 -0.001 0.003 | -| DDstar_p | 0.070 -0.058 -0.024 -0.179 1.000 0.008 0.191 -0.034 -0.002 -0.185 -0.024 0.259 0.153 -0.001 0.001 -0.156 0.001 -0.079 0.164 0.041 -0.069 0.241 0.005 0.079 | -| omega_p | 0.000 -0.002 -0.023 0.000 0.008 1.000 0.001 -0.340 0.063 0.030 0.002 0.012 0.008 -0.005 -0.000 0.003 -0.000 -0.033 0.001 -0.000 -0.001 0.002 -0.000 0.076 | -| p4160_p | 0.156 -0.395 0.012 -0.523 0.191 0.001 1.000 -0.001 -0.025 -0.018 -0.129 0.124 -0.031 -0.001 0.014 0.002 0.021 0.004 0.019 0.039 -0.066 0.212 -0.003 0.003 | -| omega_s | -0.001 0.006 0.078 -0.003 -0.034 -0.340 -0.001 1.000 0.199 -0.146 -0.008 -0.047 -0.018 0.007 0.000 -0.016 0.000 0.163 -0.006 0.000 -0.001 -0.005 0.000 -0.420 | -| rho_p | 0.001 0.100 0.050 0.057 -0.002 0.063 -0.025 0.199 1.000 -0.042 0.008 -0.251 -0.078 0.025 0.002 0.030 0.001 0.031 0.019 0.000 0.070 -0.019 -0.001 0.133 | -| bplus_1 | 0.030 0.097 -0.140 0.070 -0.185 0.030 -0.018 -0.146 -0.042 1.000 0.029 -0.033 -0.084 -0.003 0.004 -0.062 -0.003 -0.933 -0.043 -0.006 0.059 -0.127 -0.002 0.292 | -| psi2s_p | -0.210 0.220 -0.013 0.006 -0.024 0.002 -0.129 -0.008 0.008 0.029 1.000 -0.039 -0.026 -0.000 -0.004 -0.055 0.027 -0.032 -0.464 0.030 -0.096 0.010 0.001 0.013 | -| bplus_2 | 0.048 -0.716 0.093 -0.187 0.259 0.012 0.124 -0.047 -0.251 -0.033 -0.039 1.000 -0.142 -0.005 -0.009 0.049 -0.001 -0.173 0.105 0.002 -0.211 0.126 0.003 0.107 | -| jpsi_p | -0.087 0.250 0.027 -0.018 0.153 0.008 -0.031 -0.018 -0.078 -0.084 -0.026 -0.142 1.000 -0.005 -0.000 0.173 0.045 0.082 -0.047 0.062 -0.029 0.052 0.002 0.008 | -| phi_p | 0.000 0.001 0.098 0.001 -0.001 -0.005 -0.001 0.007 0.025 -0.003 -0.000 -0.005 -0.005 1.000 0.000 -0.000 -0.000 0.003 0.000 -0.000 0.001 -0.001 -0.000 -0.002 | -| p4415_s | 0.006 -0.004 -0.001 -0.012 0.001 -0.000 0.014 0.000 0.002 0.004 -0.004 -0.009 -0.000 0.000 1.000 -0.004 0.001 -0.001 0.000 0.001 -0.010 0.004 -0.015 -0.001 | -| Dbar_p | -0.099 -0.304 -0.031 -0.098 -0.156 0.003 0.002 -0.016 0.030 -0.062 -0.055 0.049 0.173 -0.000 -0.004 1.000 0.022 -0.055 -0.057 0.004 -0.104 0.283 0.002 0.036 | -| Dbar_s | 0.012 0.004 -0.001 -0.002 0.001 -0.000 0.021 0.000 0.001 -0.003 0.027 -0.001 0.045 -0.000 0.001 0.022 1.000 0.001 0.026 -0.001 0.002 0.032 -0.000 -0.001 | -| bplus_0 | -0.022 0.035 0.156 -0.045 -0.079 -0.033 0.004 0.163 0.031 -0.933 -0.032 -0.173 0.082 0.003 -0.001 -0.055 0.001 1.000 -0.024 0.003 -0.034 0.032 0.002 -0.339 | -| p3770_s | -0.027 -0.182 -0.019 0.072 0.164 0.001 0.019 -0.006 0.019 -0.043 -0.464 0.105 -0.047 0.000 0.000 -0.057 0.026 -0.024 1.000 0.029 -0.004 -0.170 0.001 0.010 | -| DDstar_s | 0.019 -0.004 -0.000 0.002 0.041 -0.000 0.039 0.000 0.000 -0.006 0.030 0.002 0.062 -0.000 0.001 0.004 -0.001 0.003 0.029 1.000 0.008 0.027 -0.000 -0.000 | -| p4160_s | 0.371 0.188 -0.043 -0.106 -0.069 -0.001 -0.066 -0.001 0.070 0.059 -0.096 -0.211 -0.029 0.001 -0.010 -0.104 0.002 -0.034 -0.004 0.008 1.000 -0.030 -0.007 -0.003 | -| p3770_p | 0.152 -0.243 0.006 -0.187 0.241 0.002 0.212 -0.005 -0.019 -0.127 0.010 0.126 0.052 -0.001 0.004 0.283 0.032 0.032 -0.170 0.027 -0.030 1.000 0.002 0.009 | -| p4415_p | -0.004 -0.006 0.001 -0.001 0.005 -0.000 -0.003 0.000 -0.001 -0.002 0.001 0.003 0.002 -0.000 -0.015 0.002 -0.000 0.002 0.001 -0.000 -0.007 0.002 1.000 -0.000 | -| rho_s | 0.002 -0.032 -0.068 0.003 0.079 0.076 0.003 -0.420 0.133 0.292 0.013 0.107 0.008 -0.002 -0.001 0.036 -0.001 -0.339 0.010 -0.000 -0.003 0.009 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4094115945887369}), (, {'error': 0.20438347473178742}), (, {'error': 0.8781051438787468}), (, {'error': 0.17560697748617132}), (, {'error': 0.32983310342451055}), (, {'error': 0.41882805097851605}), (, {'error': 0.11311396346184033}), (, {'error': 1.0362227431929902}), (, {'error': 0.20750799418938293}), (, {'error': 0.062101105650988364}), (, {'error': 0.030841189904384336}), (, {'error': 0.0850560040995767}), (, {'error': 0.02450487837943971}), (, {'error': 0.05333813045378788}), (, {'error': 0.024073834331601693}), (, {'error': 0.290564632712651}), (, {'error': 0.0181206441397887}), (, {'error': 0.03234215574197363}), (, {'error': 0.2298426057842442}), (, {'error': 0.024202870793076953}), (, {'error': 0.16017815605419128}), (, {'error': 0.10265217941550908}), (, {'error': 0.13162742016778672}), (, {'error': 0.30742998823813206})]) -Toy 23/25 -Time taken: 2 h, 27 min -Projected time left: 12 min, 50 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.012E+05 | Ncalls=498 (509 total) | -| EDM = 1.05E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 301202.3867697171 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -0.369E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.943 | 0.001 | | | -1.5 | 1.5 | | -| 2 | phi_s | 1.507E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.267 | 0.000 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | 2.724 | 0.002 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.471E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 2.567 | 0.003 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 0.771E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | 0.345E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.456 | 0.003 | | | -2 | 2 | | -| 10| psi2s_p | 0.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 1.187 | 0.001 | | | -2 | 2 | | -| 12| jpsi_p | -2.7 | 7.4 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -0.528E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.653 | 0.000 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 0.655 | 0.006 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -1.792E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.799 | 0.006 | | | -2 | 2 | | -| 18| p3770_s | 0.392E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | -2.781E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 20| p4160_s | 1.974 | 0.001 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.738 | 0.004 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 0.452E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.457 | 0.000 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 0.444 -0.002 -0.097 0.258 0.028 0.398 -0.011 -0.063 -0.581 -0.588 -0.488 0.588 0.013 0.046 0.537 0.209 -0.586 0.079 -0.171 -0.113 0.537 0.370 -0.021 | -| Ctt | 0.444 1.000 -0.003 -0.124 0.332 0.036 0.511 -0.014 -0.081 -0.745 -0.754 -0.626 0.755 0.017 0.059 0.689 0.268 -0.751 0.101 -0.220 -0.145 0.689 0.475 -0.027 | -| phi_s | -0.002 -0.003 1.000 0.001 -0.002 -0.000 -0.003 0.000 0.000 0.004 0.004 0.003 -0.004 -0.000 -0.000 -0.004 -0.001 0.004 -0.001 0.001 0.001 -0.004 -0.003 0.000 | -| p4040_s | -0.097 -0.124 0.001 1.000 -0.072 -0.008 -0.112 0.003 0.018 0.163 0.165 0.137 -0.165 -0.004 -0.013 -0.150 -0.059 0.164 -0.022 0.048 0.032 -0.151 -0.104 0.006 | -| DDstar_p | 0.258 0.332 -0.002 -0.072 1.000 0.021 0.297 -0.008 -0.047 -0.434 -0.439 -0.364 0.439 0.010 0.034 0.401 0.156 -0.437 0.059 -0.128 -0.084 0.401 0.276 -0.016 | -| omega_p | 0.028 0.036 -0.000 -0.008 0.021 1.000 0.033 -0.001 -0.005 -0.048 -0.048 -0.040 0.048 0.001 0.004 0.044 0.017 -0.048 0.006 -0.014 -0.009 0.044 0.030 -0.002 | -| p4160_p | 0.398 0.511 -0.003 -0.112 0.297 0.033 1.000 -0.012 -0.073 -0.668 -0.676 -0.561 0.677 0.015 0.052 0.617 0.241 -0.673 0.091 -0.197 -0.130 0.618 0.425 -0.025 | -| omega_s | -0.011 -0.014 0.000 0.003 -0.008 -0.001 -0.012 1.000 0.002 0.018 0.018 0.015 -0.018 -0.000 -0.001 -0.016 -0.006 0.018 -0.002 0.005 0.003 -0.016 -0.011 0.001 | -| rho_p | -0.063 -0.081 0.000 0.018 -0.047 -0.005 -0.073 0.002 1.000 0.106 0.107 0.089 -0.108 -0.002 -0.008 -0.098 -0.038 0.107 -0.014 0.031 0.021 -0.098 -0.068 0.004 | -| bplus_1 | -0.581 -0.745 0.004 0.163 -0.434 -0.048 -0.668 0.018 0.106 1.000 0.986 0.819 -0.987 -0.022 -0.077 -0.900 -0.351 0.982 -0.133 0.287 0.189 -0.902 -0.621 0.036 | -| psi2s_p | -0.588 -0.754 0.004 0.165 -0.439 -0.048 -0.676 0.018 0.107 0.986 1.000 0.828 -0.999 -0.022 -0.077 -0.911 -0.355 0.994 -0.134 0.290 0.192 -0.912 -0.628 0.036 | -| bplus_2 | -0.488 -0.626 0.003 0.137 -0.364 -0.040 -0.561 0.015 0.089 0.819 0.828 1.000 -0.829 -0.018 -0.064 -0.756 -0.295 0.825 -0.111 0.241 0.159 -0.757 -0.522 0.030 | -| jpsi_p | 0.588 0.755 -0.004 -0.165 0.439 0.048 0.677 -0.018 -0.108 -0.987 -0.999 -0.829 1.000 0.022 0.078 0.912 0.356 -0.995 0.134 -0.291 -0.192 0.913 0.629 -0.036 | -| phi_p | 0.013 0.017 -0.000 -0.004 0.010 0.001 0.015 -0.000 -0.002 -0.022 -0.022 -0.018 0.022 1.000 0.002 0.020 0.008 -0.022 0.003 -0.006 -0.004 0.020 0.014 -0.001 | -| p4415_s | 0.046 0.059 -0.000 -0.013 0.034 0.004 0.052 -0.001 -0.008 -0.077 -0.077 -0.064 0.078 0.002 1.000 0.071 0.028 -0.077 0.010 -0.023 -0.015 0.071 0.049 -0.003 | -| Dbar_p | 0.537 0.689 -0.004 -0.150 0.401 0.044 0.617 -0.016 -0.098 -0.900 -0.911 -0.756 0.912 0.020 0.071 1.000 0.324 -0.908 0.123 -0.265 -0.175 0.833 0.573 -0.033 | -| Dbar_s | 0.209 0.268 -0.001 -0.059 0.156 0.017 0.241 -0.006 -0.038 -0.351 -0.355 -0.295 0.356 0.008 0.028 0.324 1.000 -0.354 0.048 -0.103 -0.068 0.325 0.224 -0.013 | -| bplus_0 | -0.586 -0.751 0.004 0.164 -0.437 -0.048 -0.673 0.018 0.107 0.982 0.994 0.825 -0.995 -0.022 -0.077 -0.908 -0.354 1.000 -0.134 0.289 0.191 -0.909 -0.626 0.036 | -| p3770_s | 0.079 0.101 -0.001 -0.022 0.059 0.006 0.091 -0.002 -0.014 -0.133 -0.134 -0.111 0.134 0.003 0.010 0.123 0.048 -0.134 1.000 -0.039 -0.026 0.123 0.084 -0.005 | -| DDstar_s | -0.171 -0.220 0.001 0.048 -0.128 -0.014 -0.197 0.005 0.031 0.287 0.290 0.241 -0.291 -0.006 -0.023 -0.265 -0.103 0.289 -0.039 1.000 0.056 -0.266 -0.183 0.011 | -| p4160_s | -0.113 -0.145 0.001 0.032 -0.084 -0.009 -0.130 0.003 0.021 0.189 0.192 0.159 -0.192 -0.004 -0.015 -0.175 -0.068 0.191 -0.026 0.056 1.000 -0.175 -0.121 0.007 | -| p3770_p | 0.537 0.689 -0.004 -0.151 0.401 0.044 0.618 -0.016 -0.098 -0.902 -0.912 -0.757 0.913 0.020 0.071 0.833 0.325 -0.909 0.123 -0.266 -0.175 1.000 0.574 -0.033 | -| p4415_p | 0.370 0.475 -0.003 -0.104 0.276 0.030 0.425 -0.011 -0.068 -0.621 -0.628 -0.522 0.629 0.014 0.049 0.573 0.224 -0.626 0.084 -0.183 -0.121 0.574 1.000 -0.023 | -| rho_s | -0.021 -0.027 0.000 0.006 -0.016 -0.002 -0.025 0.001 0.004 0.036 0.036 0.030 -0.036 -0.001 -0.003 -0.033 -0.013 0.036 -0.005 0.011 0.007 -0.033 -0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0026822592504001097}), (, {'error': 0.0007524122685858003}), (, {'error': 0.0006230271989791092}), (, {'error': 0.00041636043716619664}), (, {'error': 0.0024906037254179836}), (, {'error': 0.0017574775648894203}), (, {'error': 0.0033945830977542}), (, {'error': 0.0010331783379848858}), (, {'error': 0.002251633433739464}), (, {'error': 0.003124082581468457}), (, {'error': 0.09713575981754685}), (, {'error': 0.0012133350401184462}), (, {'error': 7.358730632127173}), (, {'error': 0.0014159861272085017}), (, {'error': 0.00043824506222867043}), (, {'error': 0.006494594623226657}), (, {'error': 0.00010883517032128642}), (, {'error': 0.005905812381846731}), (, {'error': 0.00029657601692534286}), (, {'error': 4.952535819857662e-05}), (, {'error': 0.0006311428818038811}), (, {'error': 0.004450163819867292}), (, {'error': 0.002309085865609184}), (, {'error': 0.00035327224254957934})]) -Toy 24/25 -Time taken: 2 h, 32 min -Projected time left: 6 min, 21 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1293 (1293 total) | -| EDM = 0.000235 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297161.13781708793 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_p | -2.25 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.37 | 0.21 | | | -1.5 | 1.5 | | -| 2 | phi_s | 19.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 3 | p4040_s | 1.02 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.07 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_s | 6.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 8 | rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.08 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.893 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.16 | 0.10 | | | -2 | 2 | | -| 12| jpsi_p | -1.633 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| phi_p | -5.77 | 0.29 | | |-6.28319 | 6.28319 | | -| 14| p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_p | 5.27 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 17| bplus_0 | 0.577 | 0.027 | | | -2 | 2 | | -| 18| p3770_s | 2.75 | 0.23 | | |0.918861 | 4.08114 | | -| 19| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 20| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p3770_p | 3.78 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.33 | 0.19 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_p Ctt phi_s p4040_s DDstar_p omega_p p4160_p omega_s rho_p bplus_1 psi2s_p bplus_2 jpsi_p phi_p p4415_s Dbar_p Dbar_s bplus_0 p3770_s DDstar_s p4160_s p3770_p p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_p | 1.000 -0.334 -0.009 -0.244 0.173 0.000 0.297 -0.003 0.000 0.026 -0.205 -0.077 -0.031 -0.006 0.003 0.016 0.025 0.016 -0.011 0.027 0.269 0.224 0.154 0.006 | -| Ctt | -0.334 1.000 -0.026 0.342 -0.111 -0.000 -0.410 -0.031 0.019 -0.174 0.176 0.693 0.187 0.001 0.220 -0.289 0.010 0.007 -0.223 -0.002 0.264 -0.233 -0.080 -0.008 | -| phi_s | -0.009 -0.026 1.000 -0.022 0.015 -0.003 -0.003 -0.015 -0.027 0.007 -0.006 -0.091 0.009 0.813 -0.009 -0.001 0.000 -0.010 -0.015 0.001 -0.027 0.008 -0.021 -0.017 | -| p4040_s | -0.244 0.342 -0.022 1.000 -0.121 -0.000 -0.555 -0.018 0.009 0.000 -0.048 0.108 -0.049 -0.007 0.163 -0.104 0.002 0.027 0.070 0.008 0.111 -0.152 -0.247 0.007 | -| DDstar_p | 0.173 -0.111 0.015 -0.121 1.000 0.001 0.278 -0.012 -0.005 0.316 0.051 -0.262 0.262 0.008 -0.047 -0.069 -0.000 0.057 0.210 0.029 -0.048 0.262 0.028 0.058 | -| omega_p | 0.000 -0.000 -0.003 -0.000 0.001 1.000 0.000 -0.090 -0.001 -0.003 0.000 -0.002 0.002 0.000 0.000 0.000 -0.000 0.003 0.000 -0.000 -0.000 0.001 -0.000 0.019 | -| p4160_p | 0.297 -0.410 -0.003 -0.555 0.278 0.000 1.000 -0.002 -0.002 0.036 -0.122 -0.083 0.045 -0.004 -0.038 0.091 0.030 0.017 0.051 0.042 -0.176 0.266 0.291 0.009 | -| omega_s | -0.003 -0.031 -0.015 -0.018 -0.012 -0.090 -0.002 1.000 0.081 0.040 -0.005 -0.071 0.007 -0.044 -0.012 -0.015 -0.000 -0.058 -0.012 0.000 -0.024 -0.003 -0.013 -0.415 | -| rho_p | 0.000 0.019 -0.027 0.009 -0.005 -0.001 -0.002 0.081 1.000 0.010 -0.000 0.046 -0.015 -0.039 0.004 0.002 0.000 -0.012 0.002 0.000 0.011 -0.004 0.008 0.019 | -| bplus_1 | 0.026 -0.174 0.007 0.000 0.316 -0.003 0.036 0.040 0.010 1.000 0.055 -0.317 0.092 -0.006 0.078 0.155 -0.005 -0.850 0.088 -0.007 0.005 0.102 -0.085 -0.120 | -| psi2s_p | -0.205 0.176 -0.006 -0.048 0.051 0.000 -0.122 -0.005 -0.000 0.055 1.000 -0.013 0.021 -0.006 0.005 0.049 0.030 0.006 -0.441 0.027 -0.078 0.071 -0.103 0.011 | -| bplus_2 | -0.077 0.693 -0.091 0.108 -0.262 -0.002 -0.083 -0.071 0.046 -0.317 -0.013 1.000 0.101 -0.023 -0.032 -0.086 0.005 0.015 -0.134 0.008 0.130 -0.101 0.181 -0.012 | -| jpsi_p | -0.031 0.187 0.009 -0.049 0.262 0.002 0.045 0.007 -0.015 0.092 0.021 0.101 1.000 -0.012 -0.023 0.305 0.044 -0.018 0.013 0.052 -0.031 0.140 0.004 0.020 | -| phi_p | -0.006 0.001 0.813 -0.007 0.008 0.000 -0.004 -0.044 -0.039 -0.006 -0.006 -0.023 -0.012 1.000 -0.003 0.004 0.001 0.003 -0.008 0.001 -0.007 0.004 -0.008 0.009 | -| p4415_s | 0.003 0.220 -0.009 0.163 -0.047 0.000 -0.038 -0.012 0.004 0.078 0.005 -0.032 -0.023 -0.003 1.000 0.004 -0.000 0.033 -0.000 0.001 0.297 -0.067 -0.135 0.016 | -| Dbar_p | 0.016 -0.289 -0.001 -0.104 -0.069 0.000 0.091 -0.015 0.002 0.155 0.049 -0.086 0.305 0.004 0.004 1.000 0.019 0.049 0.049 0.002 -0.065 0.347 -0.052 0.033 | -| Dbar_s | 0.025 0.010 0.000 0.002 -0.000 -0.000 0.030 -0.000 0.000 -0.005 0.030 0.005 0.044 0.001 -0.000 0.019 1.000 0.000 0.031 -0.002 0.004 0.023 0.017 -0.001 | -| bplus_0 | 0.016 0.007 -0.010 0.027 0.057 0.003 0.017 -0.058 -0.012 -0.850 0.006 0.015 -0.018 0.003 0.033 0.049 0.000 1.000 0.051 -0.001 0.047 0.041 0.008 0.187 | -| p3770_s | -0.011 -0.223 -0.015 0.070 0.210 0.000 0.051 -0.012 0.002 0.088 -0.441 -0.134 0.013 -0.008 -0.000 0.049 0.031 0.051 1.000 0.024 0.004 -0.129 -0.004 0.019 | -| DDstar_s | 0.027 -0.002 0.001 0.008 0.029 -0.000 0.042 0.000 0.000 -0.007 0.027 0.008 0.052 0.001 0.001 0.002 -0.002 -0.001 0.024 1.000 0.009 0.015 0.029 -0.001 | -| p4160_s | 0.269 0.264 -0.027 0.111 -0.048 -0.000 -0.176 -0.024 0.011 0.005 -0.078 0.130 -0.031 -0.007 0.297 -0.065 0.004 0.047 0.004 0.009 1.000 -0.055 -0.236 0.012 | -| p3770_p | 0.224 -0.233 0.008 -0.152 0.262 0.001 0.266 -0.003 -0.004 0.102 0.071 -0.101 0.140 0.004 -0.067 0.347 0.023 0.041 -0.129 0.015 -0.055 1.000 0.090 0.023 | -| p4415_p | 0.154 -0.080 -0.021 -0.247 0.028 -0.000 0.291 -0.013 0.008 -0.085 -0.103 0.181 0.004 -0.008 -0.135 -0.052 0.017 0.008 -0.004 0.029 -0.236 0.090 1.000 -0.005 | -| rho_s | 0.006 -0.008 -0.017 0.007 0.058 0.019 0.009 -0.415 0.019 -0.120 0.011 -0.012 0.020 0.009 0.016 0.033 -0.001 0.187 0.019 -0.001 0.012 0.023 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18580602584048145}), (, {'error': 0.20794117192612327}), (, {'error': 1.3315908436007984}), (, {'error': 0.17149724060310506}), (, {'error': 0.3395876184614366}), (, {'error': 0.10064850433642025}), (, {'error': 0.09934384602697843}), (, {'error': 0.8450099680921159}), (, {'error': 0.09405598977400498}), (, {'error': 0.054219050964277704}), (, {'error': 0.03149897763272769}), (, {'error': 0.10470003741887768}), (, {'error': 0.027214814696604694}), (, {'error': 0.2903712423482965}), (, {'error': 0.1908449854727901}), (, {'error': 0.3071941985915636}), (, {'error': 0.018795520447355774}), (, {'error': 0.027003240694212227}), (, {'error': 0.2328446345401578}), (, {'error': 0.022171306668814228}), (, {'error': 0.16832303139037252}), (, {'error': 0.11846082211155018}), (, {'error': 0.1906256170502445}), (, {'error': 0.317568554312995})]) -Toy 25/25 -Time taken: 2 h, 39 min -Projected time left: -17/25 fits converged -Mean Ctt value = -0.40033355272919413 -Mean Ctt error = 0.20638084365692375 -95 Sensitivy = 0.0003577816420797663 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247850.out b/finished fits/ff1data1/slurm-2247850.out deleted file mode 100644 index 6357a0a..0000000 --- a/finished fits/ff1data1/slurm-2247850.out +++ /dev/null @@ -1,5424 +0,0 @@ -Simulation starting -2019-09-05 13:44:22.661879: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 13:44:23.010565: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 13:44:23.011178: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 13:44:23.013995: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 13:44:23.016202: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 13:44:23.016926: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 13:44:23.019510: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 13:44:23.021675: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 13:44:23.027684: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 13:44:23.034160: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 13:44:23.034690: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 13:44:23.065078: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 13:44:23.065567: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5588a7a36330 executing computations on platform Host. Devices: -2019-09-05 13:44:23.065638: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 13:44:23.071664: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 13:44:23.071853: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 13:44:23.071889: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 13:44:23.071917: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 13:44:23.071944: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 13:44:23.071970: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 13:44:23.071996: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 13:44:23.072023: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 13:44:23.079721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 13:44:23.079896: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 13:44:23.343314: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 13:44:23.343371: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 13:44:23.343386: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 13:44:23.353036: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:8b:00.0, compute capability: 3.7) -2019-09-05 13:44:23.355920: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5588a7f92840 executing computations on platform CUDA. Devices: -2019-09-05 13:44:23.355982: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 13:44:25.801475 139971682756352 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 13:44:25.877534 139971682756352 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 13:44:26.595066 139971682756352 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 13:44:59.219969: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 13:45:09.276853 139971682756352 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322737.4608085 Edm = 35.2664 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322737.4608085 Edm = 35.2664 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308499.8789973 Edm = 24.1823 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 307934.5300603 Edm = 2914.36 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 307380.7964053 Edm = 307.181 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 303205.1681708 Edm = 12694.6 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300849.5010032 Edm = 666.208 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298207.8523754 Edm = 137.931 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 298048.6778715 Edm = 181.326 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297844.5422493 Edm = 3.43797 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297839.9794109 Edm = 0.72399 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297838.4471166 Edm = 0.520346 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297724.8025919 Edm = 45.1219 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297639.0266182 Edm = 0.785536 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297638.2331651 Edm = 0.0882218 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297638.0227043 Edm = 0.148207 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297620.3500309 Edm = 15.363 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297450.4917251 Edm = 21.9679 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297403.7089945 Edm = 12.4471 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297382.1257276 Edm = 19.9883 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297371.5168379 Edm = 1.82585 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297368.5961454 Edm = 0.115667 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297368.4856198 Edm = 0.0402431 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297367.2633586 Edm = 1.10644 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297339.6283164 Edm = 5.58249 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297333.5123266 Edm = 0.101194 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297333.3896624 Edm = 0.00950074 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297333.2384511 Edm = 0.112066 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297322.0204505 Edm = 6.69792 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297299.5994466 Edm = 8.16596 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297270.7948273 Edm = 4.60605 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297267.0430128 Edm = 1.0551 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297266.3924716 Edm = 0.0416709 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297266.360118 Edm = 0.00857561 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297266.3263711 Edm = 0.0138067 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297266.2508875 Edm = 0.0434719 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297264.8754 Edm = 1.29144 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297236.6512539 Edm = 7.86094 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297231.1153585 Edm = 2.01481 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297229.7016443 Edm = 0.157322 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297229.5820973 Edm = 0.0107724 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297229.5730966 Edm = 0.00117067 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297229.5705907 Edm = 0.00209153 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297229.4997125 Edm = 0.0705693 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297228.3041327 Edm = 0.135256 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297221.937774 Edm = 1.3992 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297219.1643225 Edm = 0.194028 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297219.0561538 Edm = 0.020746 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297219.038273 Edm = 0.00349279 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297219.0234157 Edm = 0.0140822 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297218.6986413 Edm = 0.273828 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297216.6873992 Edm = 1.56662 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297204.5837095 Edm = 3.44042 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297201.6332177 Edm = 5.22803 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297197.0922406 Edm = 0.925496 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297195.1455561 Edm = 0.471568 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297194.6566965 Edm = 0.128913 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297194.5230168 Edm = 0.0120442 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297194.508616 Edm = 0.00191441 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297194.5052398 Edm = 0.000542281 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297194.5014175 Edm = 0.00293435 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297194.3744632 Edm = 0.0857591 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297192.1857335 Edm = 1.36874 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297188.203536 Edm = 0.439376 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297187.8553888 Edm = 0.015632 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297187.8404806 Edm = 0.001655 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297187.8388248 Edm = 0.000254436 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297187.8384285 Edm = 0.000113355 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297187.8343658 Edm = 0.00376969 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297187.4241386 Edm = 0.27973 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297186.4829309 Edm = 0.0189497 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297186.464639 Edm = 0.000467726 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297186.4641505 Edm = 2.71516e-05 NCalls = 224 -VariableMetric: After Hessian - FCN = 297186.4641505 Edm = 51.8529 NCalls = 703 -VariableMetric: Iteration # 72 - FCN = 297186.4641505 Edm = 51.8529 NCalls = 703 -VariableMetric: Iteration # 73 - FCN = 297185.8381524 Edm = 1.07928 NCalls = 712 -VariableMetric: Iteration # 74 - FCN = 297184.3123154 Edm = 0.46439 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297183.5683926 Edm = 9.95659 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297182.3566851 Edm = 0.579889 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297182.0669908 Edm = 0.458122 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297181.3383865 Edm = 0.106347 NCalls = 730 -VariableMetric: Iteration # 79 - FCN = 297181.2253188 Edm = 0.0481145 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297181.0691673 Edm = 0.0525664 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297180.9474887 Edm = 0.0351529 NCalls = 735 -VariableMetric: Iteration # 82 - FCN = 297180.8810066 Edm = 0.0498553 NCalls = 738 -VariableMetric: Iteration # 83 - FCN = 297180.7858078 Edm = 0.0781656 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297180.7104363 Edm = 0.0474312 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 297180.605271 Edm = 0.0618473 NCalls = 745 -VariableMetric: Iteration # 86 - FCN = 297180.5574204 Edm = 0.0492597 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297180.4567581 Edm = 0.0396884 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297180.3511201 Edm = 0.0213847 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297180.3279467 Edm = 0.0235635 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297180.3077857 Edm = 0.00618698 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297180.2831702 Edm = 0.0114151 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297180.2668127 Edm = 0.0185311 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297180.2303754 Edm = 0.0157117 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297180.2055507 Edm = 0.016893 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297180.1931687 Edm = 0.00335639 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297180.1849466 Edm = 0.00187941 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297180.1814922 Edm = 0.00115656 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297180.1791534 Edm = 0.00118078 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297180.1759653 Edm = 0.00166052 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297180.1688451 Edm = 0.00329227 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297180.1565689 Edm = 0.00391825 NCalls = 780 -VariableMetric: Iteration # 102 - FCN = 297180.1403295 Edm = 0.00632125 NCalls = 782 -VariableMetric: Iteration # 103 - FCN = 297180.1224738 Edm = 0.00280533 NCalls = 784 -VariableMetric: Iteration # 104 - FCN = 297180.1169126 Edm = 0.00275073 NCalls = 786 -VariableMetric: Iteration # 105 - FCN = 297180.1070285 Edm = 0.00364635 NCalls = 789 -VariableMetric: Iteration # 106 - FCN = 297180.0969802 Edm = 0.00243493 NCalls = 791 -VariableMetric: Iteration # 107 - FCN = 297180.0924365 Edm = 0.00088683 NCalls = 793 -VariableMetric: Iteration # 108 - FCN = 297180.090982 Edm = 0.000323017 NCalls = 796 -VariableMetric: Iteration # 109 - FCN = 297180.0904736 Edm = 0.000264268 NCalls = 798 -VariableMetric: Iteration # 110 - FCN = 297180.0895878 Edm = 0.000358746 NCalls = 801 -VariableMetric: Iteration # 111 - FCN = 297180.0887268 Edm = 0.000349735 NCalls = 803 -VariableMetric: Iteration # 112 - FCN = 297180.0879306 Edm = 0.000309336 NCalls = 806 -VariableMetric: Iteration # 113 - FCN = 297180.0874579 Edm = 6.26918e-05 NCalls = 808 -VariableMetric: After Hessian - FCN = 297180.0874579 Edm = 0.000418746 NCalls = 1293 -VariableMetric: Iteration # 114 - FCN = 297180.0874579 Edm = 0.000418746 NCalls = 1293 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319666.6615667 Edm = 43.2896 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319666.6615667 Edm = 43.2896 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306220.4036838 Edm = 14.9062 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 305981.9532168 Edm = 111.293 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 305779.430725 Edm = 204.989 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300669.7031032 Edm = 111.297 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298673.6117137 Edm = 26.5671 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298663.2824892 Edm = 2.475 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298637.8121116 Edm = 1.49201 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298635.6233861 Edm = 0.639788 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297789.9239375 Edm = 179.202 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297646.7669374 Edm = 12.0108 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297640.3575173 Edm = 0.50457 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297639.6597784 Edm = 0.084952 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297638.9454356 Edm = 1.13151 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297587.5312768 Edm = 34.2254 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297467.3240533 Edm = 3.15128 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297463.0974346 Edm = 0.356994 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297462.4550962 Edm = 0.0535787 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297462.0085813 Edm = 0.304585 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297457.2081346 Edm = 4.67773 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297412.4507112 Edm = 12.5192 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297385.1854109 Edm = 11.6473 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297372.6855271 Edm = 1.59942 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297371.1817612 Edm = 0.133669 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297371.0668877 Edm = 0.0169617 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297370.0303135 Edm = 0.813238 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297350.6277314 Edm = 12.5922 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297321.9187185 Edm = 15.8701 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297309.7865013 Edm = 0.41179 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297309.3732043 Edm = 0.0155837 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297309.3540006 Edm = 0.00942001 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297309.1634957 Edm = 0.178651 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297276.7381783 Edm = 8.84047 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297268.9224112 Edm = 25.3649 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297257.0720075 Edm = 3.47636 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297250.3666943 Edm = 2.85682 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297245.150165 Edm = 1.37391 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297243.3569183 Edm = 1.36762 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297242.2262416 Edm = 0.17521 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297241.9415232 Edm = 0.0298561 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297241.9053967 Edm = 0.00630309 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297241.8844347 Edm = 0.0118746 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297241.8134882 Edm = 0.0392637 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297240.7844686 Edm = 0.810376 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297232.9978164 Edm = 6.44098 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297226.2492628 Edm = 1.62881 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297224.3469406 Edm = 0.24101 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297223.9319213 Edm = 0.165899 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297223.6382103 Edm = 0.378617 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297223.2415736 Edm = 0.134951 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297223.0745639 Edm = 0.0961875 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297222.9031664 Edm = 0.100145 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297222.7499738 Edm = 0.230178 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297222.4849713 Edm = 0.270406 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297222.2547229 Edm = 0.45883 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297220.6969443 Edm = 1.39385 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297220.6222819 Edm = 0.321586 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297218.9001957 Edm = 2.57101 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297218.8232149 Edm = 0.107533 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297218.4724952 Edm = 0.440556 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297214.9218169 Edm = 2.40544 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297213.0660166 Edm = 2.90855 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297211.7605123 Edm = 1.05332 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297210.231097 Edm = 1.51875 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297206.5616119 Edm = 1.66594 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297204.7130129 Edm = 1.94596 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297204.1836732 Edm = 0.191256 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297203.8716014 Edm = 0.0568128 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297203.7808073 Edm = 0.0170846 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297203.7563452 Edm = 0.00445212 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297203.7507483 Edm = 0.00105582 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297203.7406934 Edm = 0.00882433 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297203.3052871 Edm = 0.293638 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297195.5334509 Edm = 3.41347 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297190.0655066 Edm = 0.984054 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297189.330017 Edm = 0.153475 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297189.0597629 Edm = 0.0504122 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297188.9913311 Edm = 0.0121993 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297188.9819018 Edm = 0.00152085 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297188.9798597 Edm = 0.000482533 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297188.9785146 Edm = 0.00115189 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297188.9667012 Edm = 0.012312 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297188.4478634 Edm = 0.113878 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297187.1667025 Edm = 0.693221 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297185.9896282 Edm = 0.634382 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297185.632628 Edm = 0.154629 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297185.5234203 Edm = 0.0134523 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297185.5104094 Edm = 0.00313889 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297185.5015219 Edm = 0.000778141 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297185.5004903 Edm = 0.000264852 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297185.4957816 Edm = 0.0038683 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297185.2478535 Edm = 0.288145 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297185.2050471 Edm = 0.0398964 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297184.7599604 Edm = 0.442685 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297181.8836055 Edm = 0.730443 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297180.999054 Edm = 0.541771 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297180.7759928 Edm = 0.216653 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297180.5337502 Edm = 0.239228 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297180.3156518 Edm = 0.188861 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297180.0763868 Edm = 0.0617345 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297180.0062632 Edm = 0.00844452 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297179.9990999 Edm = 0.0024548 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297179.9944504 Edm = 0.00202241 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297179.9877362 Edm = 0.00352794 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297179.9472278 Edm = 0.0434894 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297178.9334146 Edm = 2.11959 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297178.9286564 Edm = 0.00713216 NCalls = 338 -VariableMetric: Iteration # 107 - FCN = 297178.9103558 Edm = 0.0235789 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297178.6835168 Edm = 0.165098 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297178.3376077 Edm = 0.271381 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297177.8663996 Edm = 0.722459 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297175.9745393 Edm = 1.94117 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297173.0534946 Edm = 5.44858 NCalls = 362 -VariableMetric: Iteration # 113 - FCN = 297172.7471791 Edm = 0.82213 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297168.5950196 Edm = 2.36758 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297166.1282287 Edm = 0.525522 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297165.4668272 Edm = 0.0845549 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297165.3538098 Edm = 0.0168113 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297165.3366037 Edm = 0.00125386 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297165.3346763 Edm = 0.00026781 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297165.3339032 Edm = 0.000476278 NCalls = 382 -VariableMetric: Iteration # 121 - FCN = 297165.3174591 Edm = 0.0151696 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297164.9239343 Edm = 0.362995 NCalls = 390 -VariableMetric: Iteration # 123 - FCN = 297163.7458901 Edm = 0.383887 NCalls = 393 -VariableMetric: Iteration # 124 - FCN = 297163.3880438 Edm = 0.0286788 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297163.3598711 Edm = 0.00155598 NCalls = 395 -VariableMetric: Iteration # 126 - FCN = 297163.3583283 Edm = 0.000155167 NCalls = 396 -VariableMetric: Iteration # 127 - FCN = 297163.3580327 Edm = 0.000185939 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297163.3553923 Edm = 0.00178634 NCalls = 402 -VariableMetric: Iteration # 129 - FCN = 297163.286552 Edm = 0.0492157 NCalls = 406 -VariableMetric: Iteration # 130 - FCN = 297162.8920106 Edm = 0.0907781 NCalls = 409 -VariableMetric: Iteration # 131 - FCN = 297162.7256741 Edm = 0.015306 NCalls = 411 -VariableMetric: Iteration # 132 - FCN = 297162.7059639 Edm = 0.000970558 NCalls = 413 -VariableMetric: Iteration # 133 - FCN = 297162.7049847 Edm = 1.95933e-05 NCalls = 414 -VariableMetric: After Hessian - FCN = 297162.7049847 Edm = 117.037 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297162.7049847 Edm = 117.037 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297161.8895626 Edm = 1547.65 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297160.8244711 Edm = 2.12013 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297159.7527851 Edm = 0.467132 NCalls = 918 -VariableMetric: Iteration # 138 - FCN = 297159.2510922 Edm = 0.1458 NCalls = 920 -VariableMetric: Iteration # 139 - FCN = 297159.19778 Edm = 0.0614884 NCalls = 922 -VariableMetric: Iteration # 140 - FCN = 297159.056997 Edm = 0.0166244 NCalls = 924 -VariableMetric: Iteration # 141 - FCN = 297159.0030782 Edm = 0.017665 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297158.9374629 Edm = 0.0226714 NCalls = 928 -VariableMetric: Iteration # 143 - FCN = 297158.8571204 Edm = 0.021014 NCalls = 931 -VariableMetric: Iteration # 144 - FCN = 297158.7937051 Edm = 0.0181028 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297158.721051 Edm = 0.0319218 NCalls = 935 -VariableMetric: Iteration # 146 - FCN = 297158.574792 Edm = 0.0534513 NCalls = 937 -VariableMetric: Iteration # 147 - FCN = 297158.413619 Edm = 0.0372965 NCalls = 940 -VariableMetric: Iteration # 148 - FCN = 297158.3446484 Edm = 0.030673 NCalls = 942 -VariableMetric: Iteration # 149 - FCN = 297158.2877425 Edm = 0.0198212 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297158.2512093 Edm = 0.0139251 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297158.2158801 Edm = 0.00963534 NCalls = 949 -VariableMetric: Iteration # 152 - FCN = 297158.1939422 Edm = 0.0064527 NCalls = 951 -VariableMetric: Iteration # 153 - FCN = 297158.1764362 Edm = 0.00334894 NCalls = 953 -VariableMetric: Iteration # 154 - FCN = 297158.1630412 Edm = 0.00365607 NCalls = 955 -VariableMetric: Iteration # 155 - FCN = 297158.1554799 Edm = 0.000808547 NCalls = 957 -VariableMetric: Iteration # 156 - FCN = 297158.1533786 Edm = 0.000480389 NCalls = 959 -VariableMetric: Iteration # 157 - FCN = 297158.1521773 Edm = 0.000263361 NCalls = 961 -VariableMetric: Iteration # 158 - FCN = 297158.1514728 Edm = 7.72549e-05 NCalls = 963 -VariableMetric: Iteration # 159 - FCN = 297158.1512745 Edm = 3.7828e-05 NCalls = 965 -VariableMetric: After Hessian - FCN = 297158.1512745 Edm = 0.000124131 NCalls = 1462 -VariableMetric: Iteration # 160 - FCN = 297158.1512745 Edm = 0.000124131 NCalls = 1462 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321498.5620779 Edm = 27.9572 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321498.5620779 Edm = 27.9572 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300631.462749 Edm = 13.5406 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300596.0785559 Edm = 8.88829 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300432.1587096 Edm = 134.825 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299626.2268519 Edm = 9.95028 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299608.536311 Edm = 1.01322 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299571.8081681 Edm = 21.3949 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299168.1224636 Edm = 10.472 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299155.6828505 Edm = 0.798838 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299154.4025146 Edm = 0.827891 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 299146.3758722 Edm = 8.40606 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 299063.0881296 Edm = 62.2249 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298802.8704558 Edm = 7.93792 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298797.1778227 Edm = 0.218775 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298795.4256482 Edm = 1.8204 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 298689.6589722 Edm = 78.7295 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297982.119422 Edm = 21.1329 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297971.050465 Edm = 3.84046 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297965.3687641 Edm = 2.39095 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297937.7501697 Edm = 4.82474 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297933.1317866 Edm = 3.38256 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297928.8845133 Edm = 1.75845 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297924.0103714 Edm = 1.61539 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297914.904179 Edm = 9.73549 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297797.5149033 Edm = 44.2562 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297709.8203983 Edm = 516.29 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297481.8448821 Edm = 22.985 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297460.3702494 Edm = 3.04488 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297458.3040406 Edm = 0.274485 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297457.121387 Edm = 1.39759 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297454.6425794 Edm = 1.01693 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297451.9142138 Edm = 2.19821 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297451.1407222 Edm = 0.457887 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297450.0340935 Edm = 1.91077 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297446.3947657 Edm = 3.78773 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297446.1572095 Edm = 1.89732 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297441.8470536 Edm = 10.8179 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297438.7568351 Edm = 3.01296 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297434.6430043 Edm = 3.73725 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297429.4510008 Edm = 24.2354 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297426.3158782 Edm = 3.06463 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297422.4894048 Edm = 4.67599 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297419.1666744 Edm = 4.37859 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297415.8300185 Edm = 6.50577 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297413.0383825 Edm = 3.66894 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297408.6153232 Edm = 1.37935 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297407.399335 Edm = 0.0232378 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297407.3667415 Edm = 0.0189698 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297407.2659811 Edm = 0.174481 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297404.3333955 Edm = 2.3549 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297404.2991739 Edm = 0.0480807 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297404.2586337 Edm = 0.00738254 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297404.1118745 Edm = 0.182169 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297403.9909799 Edm = 0.11405 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297403.3812485 Edm = 0.509734 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297391.8146231 Edm = 3.75791 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297386.5414735 Edm = 0.872664 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297385.9424561 Edm = 0.82656 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297385.3722913 Edm = 0.30282 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297384.7422542 Edm = 0.482315 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297383.8032045 Edm = 0.716378 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297383.5147461 Edm = 0.153134 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297383.3733511 Edm = 0.0303998 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297383.3435218 Edm = 0.00442984 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297383.3237157 Edm = 0.0147928 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297382.0990238 Edm = 1.00995 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297373.4001987 Edm = 10.8786 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297364.478681 Edm = 22.8341 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297352.686459 Edm = 7.22178 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297345.2335909 Edm = 1.47176 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297344.3730396 Edm = 0.0670274 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297344.2913206 Edm = 0.00685648 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297344.2656538 Edm = 0.0107012 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297344.1823353 Edm = 0.0467972 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297343.7041734 Edm = 0.34325 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297343.3403901 Edm = 0.952754 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297342.7412832 Edm = 0.229175 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297342.48786 Edm = 0.29148 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297342.2913709 Edm = 0.127051 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297342.1366733 Edm = 0.0275388 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297342.0971641 Edm = 0.00714941 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297342.0680806 Edm = 0.0270745 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297341.1580259 Edm = 0.795819 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297326.4802397 Edm = 6.25861 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297320.2148265 Edm = 3.27042 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297316.9841646 Edm = 0.29938 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297316.5377446 Edm = 0.0376227 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297316.4653507 Edm = 0.0069979 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297316.4511798 Edm = 0.00208642 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297316.4425175 Edm = 0.00511179 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297316.3031588 Edm = 0.0975232 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297314.8547074 Edm = 1.11683 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297293.1943879 Edm = 10.1679 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297286.6459809 Edm = 7.62149 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297283.1903523 Edm = 1.63794 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297281.8765377 Edm = 0.375711 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297281.4035444 Edm = 0.168034 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297281.2610294 Edm = 0.0356444 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297281.1749592 Edm = 0.0513009 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297280.9144418 Edm = 0.117463 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297280.7386636 Edm = 0.130444 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297280.667178 Edm = 0.0252455 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297280.622918 Edm = 0.0127885 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297280.6021389 Edm = 0.00174263 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297280.6002418 Edm = 0.000583874 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297280.5978896 Edm = 0.00191228 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297280.4727999 Edm = 0.12339 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297278.9582048 Edm = 1.6365 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297273.0338999 Edm = 3.37475 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297270.5834842 Edm = 0.631175 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297270.287024 Edm = 0.348237 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297270.0113231 Edm = 0.294443 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297269.4244055 Edm = 0.367508 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297268.7206264 Edm = 0.483538 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297268.3904176 Edm = 0.177078 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297268.1166706 Edm = 0.0624694 NCalls = 371 -VariableMetric: Iteration # 116 - FCN = 297268.0297392 Edm = 0.0195879 NCalls = 373 -VariableMetric: Iteration # 117 - FCN = 297267.9903273 Edm = 0.0178545 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297267.9696109 Edm = 0.00303802 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297267.9655176 Edm = 0.00100869 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297267.9641735 Edm = 0.000741043 NCalls = 382 -VariableMetric: Iteration # 121 - FCN = 297267.9609917 Edm = 0.00364834 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297267.8954332 Edm = 0.0551279 NCalls = 391 -VariableMetric: Iteration # 123 - FCN = 297265.8843781 Edm = 2.16371 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297265.8013583 Edm = 0.236703 NCalls = 399 -VariableMetric: Iteration # 125 - FCN = 297264.9731465 Edm = 0.599308 NCalls = 403 -VariableMetric: Iteration # 126 - FCN = 297262.5852553 Edm = 0.236043 NCalls = 405 -VariableMetric: Iteration # 127 - FCN = 297262.2881287 Edm = 0.035042 NCalls = 407 -VariableMetric: Iteration # 128 - FCN = 297262.2102547 Edm = 0.0513831 NCalls = 410 -VariableMetric: Iteration # 129 - FCN = 297261.9849468 Edm = 0.141499 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297261.66718 Edm = 0.504698 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297261.4959657 Edm = 0.096257 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297261.3854954 Edm = 0.0878641 NCalls = 425 -VariableMetric: Iteration # 133 - FCN = 297261.3253166 Edm = 0.0215158 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297261.2839208 Edm = 0.00672353 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297261.278056 Edm = 0.000376833 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297261.2776062 Edm = 0.00010168 NCalls = 433 -VariableMetric: Iteration # 137 - FCN = 297261.2771763 Edm = 0.000460043 NCalls = 436 -VariableMetric: Iteration # 138 - FCN = 297261.2602991 Edm = 0.0156466 NCalls = 442 -VariableMetric: Iteration # 139 - FCN = 297260.5087156 Edm = 0.710475 NCalls = 448 -VariableMetric: Iteration # 140 - FCN = 297260.1238343 Edm = 0.782798 NCalls = 453 -VariableMetric: Iteration # 141 - FCN = 297259.7723361 Edm = 0.109468 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297259.5522128 Edm = 0.0680682 NCalls = 460 -VariableMetric: Iteration # 143 - FCN = 297259.3888343 Edm = 0.0844257 NCalls = 463 -VariableMetric: Iteration # 144 - FCN = 297259.2243906 Edm = 0.0476726 NCalls = 467 -VariableMetric: Iteration # 145 - FCN = 297259.1400252 Edm = 0.0192361 NCalls = 469 -VariableMetric: Iteration # 146 - FCN = 297259.1298389 Edm = 0.0133641 NCalls = 471 -VariableMetric: Iteration # 147 - FCN = 297259.1173756 Edm = 0.00122473 NCalls = 474 -VariableMetric: Iteration # 148 - FCN = 297259.1157913 Edm = 5.62568e-05 NCalls = 476 -VariableMetric: After Hessian - FCN = 297259.1157913 Edm = 1.53981 NCalls = 963 -VariableMetric: Iteration # 149 - FCN = 297259.1157913 Edm = 1.53981 NCalls = 963 -VariableMetric: Iteration # 150 - FCN = 297254.9364804 Edm = 1.40218 NCalls = 966 -VariableMetric: Iteration # 151 - FCN = 297253.9412154 Edm = 0.850345 NCalls = 974 -VariableMetric: Iteration # 152 - FCN = 297253.8862603 Edm = 1.41912 NCalls = 977 -VariableMetric: Iteration # 153 - FCN = 297252.8949254 Edm = 2.02262 NCalls = 980 -VariableMetric: Iteration # 154 - FCN = 297252.1628222 Edm = 1.64868 NCalls = 985 -VariableMetric: Iteration # 155 - FCN = 297251.1895994 Edm = 3.65011 NCalls = 988 -VariableMetric: Iteration # 156 - FCN = 297250.4056037 Edm = 4.57007 NCalls = 991 -VariableMetric: Iteration # 157 - FCN = 297250.0796737 Edm = 3.82745 NCalls = 994 -VariableMetric: Iteration # 158 - FCN = 297246.0864799 Edm = 7.52253 NCalls = 998 -VariableMetric: Iteration # 159 - FCN = 297242.6954711 Edm = 6.50321 NCalls = 1002 -VariableMetric: Iteration # 160 - FCN = 297238.7662665 Edm = 1.39007 NCalls = 1006 -VariableMetric: Iteration # 161 - FCN = 297237.7303502 Edm = 0.679659 NCalls = 1008 -VariableMetric: Iteration # 162 - FCN = 297237.4374765 Edm = 0.184522 NCalls = 1010 -VariableMetric: Iteration # 163 - FCN = 297237.3012609 Edm = 0.0458568 NCalls = 1011 -VariableMetric: Iteration # 164 - FCN = 297237.2526152 Edm = 0.0227374 NCalls = 1013 -VariableMetric: Iteration # 165 - FCN = 297237.1948944 Edm = 0.0545584 NCalls = 1016 -VariableMetric: Iteration # 166 - FCN = 297237.150879 Edm = 0.0639806 NCalls = 1018 -VariableMetric: Iteration # 167 - FCN = 297237.0980456 Edm = 0.0320266 NCalls = 1021 -VariableMetric: Iteration # 168 - FCN = 297237.0281219 Edm = 0.0276763 NCalls = 1024 -VariableMetric: Iteration # 169 - FCN = 297236.9872661 Edm = 0.0262007 NCalls = 1027 -VariableMetric: Iteration # 170 - FCN = 297236.96923 Edm = 0.0136248 NCalls = 1029 -VariableMetric: Iteration # 171 - FCN = 297236.9554862 Edm = 0.00541355 NCalls = 1032 -VariableMetric: Iteration # 172 - FCN = 297236.9494065 Edm = 0.0025179 NCalls = 1034 -VariableMetric: Iteration # 173 - FCN = 297236.9435595 Edm = 0.00165274 NCalls = 1036 -VariableMetric: Iteration # 174 - FCN = 297236.9403189 Edm = 0.00208041 NCalls = 1038 -VariableMetric: Iteration # 175 - FCN = 297236.9370885 Edm = 0.000606644 NCalls = 1040 -VariableMetric: Iteration # 176 - FCN = 297236.9361176 Edm = 0.00027066 NCalls = 1042 -VariableMetric: Iteration # 177 - FCN = 297236.9354199 Edm = 0.000460841 NCalls = 1044 -VariableMetric: Iteration # 178 - FCN = 297236.9345394 Edm = 0.000678612 NCalls = 1046 -VariableMetric: Iteration # 179 - FCN = 297236.9326495 Edm = 0.000872692 NCalls = 1050 -VariableMetric: Iteration # 180 - FCN = 297236.9305958 Edm = 0.000480556 NCalls = 1052 -VariableMetric: Iteration # 181 - FCN = 297236.9297499 Edm = 0.000277512 NCalls = 1054 -VariableMetric: Iteration # 182 - FCN = 297236.9295006 Edm = 0.000131752 NCalls = 1055 -VariableMetric: Iteration # 183 - FCN = 297236.9293452 Edm = 5.72471e-05 NCalls = 1057 -VariableMetric: After Hessian - FCN = 297236.9293452 Edm = 0.00224807 NCalls = 1550 -VariableMetric: Iteration # 184 - FCN = 297236.9293452 Edm = 0.00224807 NCalls = 1550 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313278.0035551 Edm = 11.079 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313278.0035551 Edm = 11.079 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300848.5955212 Edm = 12.2804 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299471.1413234 Edm = 244.117 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299423.2088343 Edm = 4.61918 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 299317.467262 Edm = 75.5878 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298316.399345 Edm = 251.636 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298014.6724512 Edm = 10.5654 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298008.2068176 Edm = 1.00301 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298000.1053553 Edm = 5.15974 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297895.6765487 Edm = 9.71914 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297869.7408778 Edm = 28.4836 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297860.8128575 Edm = 24.8185 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297772.694457 Edm = 6.75609 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297769.8079098 Edm = 0.258098 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297769.100472 Edm = 0.417336 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297726.5129636 Edm = 19.1894 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297702.8324447 Edm = 1.77278 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297701.0433402 Edm = 0.128266 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297700.300942 Edm = 0.485217 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297695.0757301 Edm = 4.37217 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297658.475526 Edm = 5.25765 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297649.6777843 Edm = 3.30378 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297598.1874312 Edm = 107.854 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297582.2842115 Edm = 129.051 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297507.8477607 Edm = 27.7418 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297478.4966169 Edm = 5.48439 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297469.8361821 Edm = 1.21245 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297464.0249738 Edm = 3.08686 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297460.3574069 Edm = 4.93031 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297453.6098626 Edm = 2.36186 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297451.9618599 Edm = 0.317856 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297451.7676569 Edm = 0.0653563 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297451.560011 Edm = 0.157122 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297436.0638551 Edm = 11.4799 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297332.8053101 Edm = 12.7805 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297316.9230823 Edm = 2.04433 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297314.9685264 Edm = 0.122779 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297314.7984502 Edm = 0.0104694 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297314.7681575 Edm = 0.0137179 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297313.4784557 Edm = 1.19785 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297295.6804702 Edm = 1.93411 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297292.5304318 Edm = 0.125101 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297292.3058552 Edm = 0.0349779 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297292.2714358 Edm = 0.00452541 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297292.2579634 Edm = 0.00927405 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297291.6858434 Edm = 0.565801 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297279.3779427 Edm = 2.3502 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297273.6451051 Edm = 2.11159 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297271.9050938 Edm = 0.54022 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297271.2365562 Edm = 0.128214 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297271.0924885 Edm = 0.012479 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297271.0762862 Edm = 0.00246185 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297271.0637857 Edm = 0.00797891 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297270.7017199 Edm = 0.408814 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297269.2084993 Edm = 1.32656 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297250.8774284 Edm = 4.07947 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297242.8596829 Edm = 5.53391 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297239.5382001 Edm = 2.35526 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297237.0090139 Edm = 2.58996 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297235.7159707 Edm = 0.936678 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297234.6264671 Edm = 0.471931 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297234.1371531 Edm = 0.141302 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297234.0419017 Edm = 0.0463395 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297233.988168 Edm = 0.0160418 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297233.9574164 Edm = 0.0129918 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297233.9355961 Edm = 0.00612672 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297233.9250024 Edm = 0.00501827 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297233.8484846 Edm = 0.0669985 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297232.955486 Edm = 1.2155 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297231.6384994 Edm = 1.83921 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297231.3802389 Edm = 1.69148 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297225.992181 Edm = 3.98532 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297221.0329813 Edm = 2.15627 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297217.293644 Edm = 2.69751 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297214.2315355 Edm = 1.64759 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297212.9526618 Edm = 0.470882 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297212.6022686 Edm = 0.0510953 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297212.5454939 Edm = 0.00602156 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297212.5366344 Edm = 0.00156397 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297212.5342272 Edm = 0.000689543 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297212.5314758 Edm = 0.00225834 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297212.4929199 Edm = 0.0370253 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297210.7582568 Edm = 1.1302 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297208.1817358 Edm = 0.276464 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297207.9298305 Edm = 0.0153987 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297207.9159574 Edm = 0.000816496 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297207.9150355 Edm = 0.000112791 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297207.9148181 Edm = 0.000171425 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297207.9126105 Edm = 0.00221964 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297207.818851 Edm = 0.0290193 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297207.4078481 Edm = 0.188929 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297206.7760924 Edm = 0.0198678 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297206.7522649 Edm = 0.000529219 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297206.7516867 Edm = 3.97282e-05 NCalls = 291 -VariableMetric: After Hessian - FCN = 297206.7516867 Edm = 10.5418 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297206.7516867 Edm = 10.5418 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297206.5011344 Edm = 15.1602 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297204.2400441 Edm = 1.61456 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297204.1576886 Edm = 0.0838161 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297203.0563159 Edm = 0.402645 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297203.0181694 Edm = 1352.41 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297203.0104504 Edm = 2334.79 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297202.9342946 Edm = 989.956 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297202.9186599 Edm = 176.504 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297202.8327576 Edm = 36.3094 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297202.8012943 Edm = 207.561 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297202.7829437 Edm = 14.398 NCalls = 821 -VariableMetric: Iteration # 106 - FCN = 297202.7733424 Edm = 6.7937 NCalls = 825 -VariableMetric: Iteration # 107 - FCN = 297202.7456456 Edm = 33.6339 NCalls = 828 -VariableMetric: Iteration # 108 - FCN = 297202.7298104 Edm = 13.0123 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297202.684772 Edm = 5.18265 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297202.6817277 Edm = 1.97847 NCalls = 837 -VariableMetric: Iteration # 111 - FCN = 297202.648522 Edm = 4.06253 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297202.5937665 Edm = 1.15195 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297202.5318514 Edm = 0.721828 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297202.4656209 Edm = 0.802229 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297202.4194434 Edm = 0.629865 NCalls = 847 -VariableMetric: Iteration # 116 - FCN = 297202.386529 Edm = 0.875647 NCalls = 849 -VariableMetric: Iteration # 117 - FCN = 297202.311887 Edm = 0.954052 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297202.2087232 Edm = 0.217689 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297202.1578131 Edm = 0.598498 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297202.023467 Edm = 0.861127 NCalls = 858 -VariableMetric: Iteration # 121 - FCN = 297201.970513 Edm = 0.996594 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297201.6860194 Edm = 1.11767 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297201.5008076 Edm = 1.07393 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297201.3687652 Edm = 0.985883 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297201.1452573 Edm = 0.370252 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297200.9142093 Edm = 0.159813 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297200.8177504 Edm = 0.0212954 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297200.8012374 Edm = 0.00908377 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297200.7949689 Edm = 0.00492896 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297200.7330941 Edm = 0.165446 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297200.7227852 Edm = 0.0384806 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297200.5933296 Edm = 0.203556 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297200.5870849 Edm = 0.00543959 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297200.4950235 Edm = 0.151576 NCalls = 897 -VariableMetric: Iteration # 135 - FCN = 297200.4624689 Edm = 0.0287571 NCalls = 900 -VariableMetric: Iteration # 136 - FCN = 297200.4030899 Edm = 0.046187 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297200.2610314 Edm = 0.0204935 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297200.2280181 Edm = 0.0346583 NCalls = 910 -VariableMetric: Iteration # 139 - FCN = 297200.1674929 Edm = 0.0199934 NCalls = 912 -VariableMetric: Iteration # 140 - FCN = 297200.1439058 Edm = 0.00147928 NCalls = 913 -VariableMetric: Iteration # 141 - FCN = 297200.1420917 Edm = 0.000282633 NCalls = 915 -VariableMetric: Iteration # 142 - FCN = 297200.1415934 Edm = 2.87482e-05 NCalls = 917 -VariableMetric: After Hessian - FCN = 297200.1415934 Edm = 3.22565e-05 NCalls = 1408 -VariableMetric: Iteration # 143 - FCN = 297200.1415934 Edm = 3.22565e-05 NCalls = 1408 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303936.7875087 Edm = 909.045 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303936.7875087 Edm = 909.045 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301490.5922471 Edm = 3.49193 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301326.6458347 Edm = 34.9203 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298967.731805 Edm = 150.153 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298232.6243295 Edm = 5.39276 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298226.2182028 Edm = 0.503616 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298225.6645878 Edm = 0.882531 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297941.4002837 Edm = 76.9456 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297857.4462145 Edm = 8.13707 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297850.8954551 Edm = 0.0952413 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297850.6920744 Edm = 0.0645214 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297849.6754211 Edm = 0.802226 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297742.1898544 Edm = 27.0124 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297708.4097617 Edm = 0.688571 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297707.6055829 Edm = 0.109839 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297706.1309223 Edm = 1.37458 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297639.7496375 Edm = 45.1281 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297448.1869452 Edm = 25.4074 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297430.512813 Edm = 4.57143 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297426.2515306 Edm = 0.38026 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297425.367412 Edm = 0.00856588 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297425.3556563 Edm = 0.0045151 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297425.2217485 Edm = 0.119561 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297414.1908036 Edm = 5.71461 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297403.7608043 Edm = 2.35843 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297400.1710778 Edm = 0.625559 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297399.3723155 Edm = 0.633125 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297399.1063242 Edm = 0.0650167 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297399.0411135 Edm = 0.00581867 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297399.0321673 Edm = 0.00321547 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297398.6640181 Edm = 0.364562 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297397.3397632 Edm = 1.18445 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297380.3501306 Edm = 8.9333 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297372.4571758 Edm = 4.08961 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297368.0049719 Edm = 1.12112 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297366.9479495 Edm = 0.570957 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297366.665602 Edm = 0.0673458 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297366.5986172 Edm = 0.0203589 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297366.581369 Edm = 0.00522011 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297366.5737758 Edm = 0.00586989 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297366.5117817 Edm = 0.0697044 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297363.4833691 Edm = 1.21684 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297350.7310823 Edm = 4.23784 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297344.6277238 Edm = 0.346212 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297344.2215584 Edm = 0.0583632 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297344.1380505 Edm = 0.00262721 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297344.1344882 Edm = 0.000883949 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297344.1182862 Edm = 0.0205949 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297343.6936443 Edm = 0.377654 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297340.3295169 Edm = 1.78039 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297335.2557791 Edm = 0.961505 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297333.9675208 Edm = 0.129934 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297333.810217 Edm = 0.0279551 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297333.7808398 Edm = 0.00226672 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297333.7781991 Edm = 0.000431778 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297333.7594734 Edm = 0.0172823 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297333.2305091 Edm = 0.377957 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297330.7428504 Edm = 1.78935 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297328.4312058 Edm = 1.79143 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297326.7574293 Edm = 0.4073 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297326.4268223 Edm = 0.0242665 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297326.4045743 Edm = 0.00465241 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297326.4002813 Edm = 0.000470737 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297326.3993097 Edm = 0.000515073 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297326.3820629 Edm = 0.0218898 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297326.3644552 Edm = 0.0169026 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297324.6415064 Edm = 0.169921 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297324.505143 Edm = 0.00357127 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297324.5018236 Edm = 8.38003e-05 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297324.501699 Edm = 4.09405e-05 NCalls = 220 -VariableMetric: After Hessian - FCN = 297324.501699 Edm = 2.59183 NCalls = 691 -VariableMetric: Iteration # 70 - FCN = 297324.501699 Edm = 2.59183 NCalls = 691 -VariableMetric: Iteration # 71 - FCN = 297322.9377727 Edm = 0.839434 NCalls = 693 -VariableMetric: Iteration # 72 - FCN = 297322.2886084 Edm = 0.0842736 NCalls = 695 -VariableMetric: Iteration # 73 - FCN = 297322.1825251 Edm = 0.0196425 NCalls = 697 -VariableMetric: Iteration # 74 - FCN = 297322.153955 Edm = 0.00356515 NCalls = 699 -VariableMetric: Iteration # 75 - FCN = 297322.1482205 Edm = 0.000702598 NCalls = 701 -VariableMetric: Iteration # 76 - FCN = 297322.1469598 Edm = 0.000129974 NCalls = 703 -VariableMetric: Iteration # 77 - FCN = 297322.1466777 Edm = 5.02434e-05 NCalls = 705 -VariableMetric: After Hessian - FCN = 297322.1466777 Edm = 9.06769e-05 NCalls = 1180 -VariableMetric: Iteration # 78 - FCN = 297322.1466777 Edm = 9.06769e-05 NCalls = 1180 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318934.4604148 Edm = 248.202 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318934.4604148 Edm = 248.202 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304971.513183 Edm = 10.251 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304762.6807555 Edm = 13.9418 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304742.8329004 Edm = 3.13613 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 304114.2929542 Edm = 152.926 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301311.3688857 Edm = 3127.76 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 301274.8646753 Edm = 106.471 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298675.289156 Edm = 0.92488 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298672.1361692 Edm = 2.1532 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298334.8532031 Edm = 141.986 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298006.094693 Edm = 47.1506 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297934.4325038 Edm = 5.70637 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297926.8596853 Edm = 0.250696 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297926.4020005 Edm = 0.0767123 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297923.9166997 Edm = 2.14059 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297737.3345661 Edm = 19.3372 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297704.147995 Edm = 3.73932 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297697.9080024 Edm = 0.771718 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297696.6395406 Edm = 0.0883109 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297696.4787565 Edm = 0.04788 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297695.4580114 Edm = 0.826688 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297673.6101664 Edm = 19.8714 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297636.7204225 Edm = 60.1981 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297632.5173822 Edm = 7.77799 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297559.8975467 Edm = 19.242 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297524.6858274 Edm = 4.57482 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297520.2190215 Edm = 1.24098 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297517.0690848 Edm = 0.985973 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297515.9139084 Edm = 0.312238 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297515.6725155 Edm = 0.0264753 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297515.6356407 Edm = 0.00250428 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297515.6297245 Edm = 0.00293767 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297515.1680549 Edm = 0.393532 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297489.1734064 Edm = 5.52316 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297485.7806271 Edm = 0.564 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297485.1675366 Edm = 0.0857571 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297485.0380351 Edm = 0.0249875 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297485.0056106 Edm = 0.00228547 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297485.0023182 Edm = 0.000941517 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297484.9942582 Edm = 0.00828989 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297484.7087896 Edm = 0.235724 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297477.3218402 Edm = 3.98611 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297474.2516843 Edm = 0.419144 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297473.6857652 Edm = 0.0192978 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297473.664456 Edm = 0.000464712 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297473.6630108 Edm = 0.00140278 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297473.6080213 Edm = 0.0446434 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297471.8918205 Edm = 0.946334 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297470.1266143 Edm = 0.278397 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297469.9356395 Edm = 0.00805764 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297469.9275009 Edm = 0.00038341 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297469.9267449 Edm = 0.00028268 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297469.9202481 Edm = 0.00585931 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297468.8933915 Edm = 0.750527 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297465.4008336 Edm = 0.155769 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297465.2186437 Edm = 0.00363618 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297465.2147609 Edm = 0.000442684 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297465.2140953 Edm = 0.000102135 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297465.213742 Edm = 0.00033588 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297465.2034713 Edm = 0.0109292 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297465.0531321 Edm = 0.00292169 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297462.6862974 Edm = 0.328217 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297462.0371974 Edm = 0.41127 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297461.6373823 Edm = 0.20586 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297461.2551785 Edm = 0.321119 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297461.0911516 Edm = 0.0961426 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297460.8995694 Edm = 0.0804102 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297460.7737046 Edm = 0.0733263 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297460.6651235 Edm = 0.106285 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297460.5735123 Edm = 0.0949858 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297460.5027402 Edm = 0.127896 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297460.3399941 Edm = 0.103997 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297460.1692395 Edm = 0.184103 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297460.0622756 Edm = 0.218338 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297459.9078275 Edm = 0.058814 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297459.8103642 Edm = 0.157008 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297459.6564114 Edm = 0.047343 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297459.6121144 Edm = 0.0213702 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297459.6009688 Edm = 0.000885608 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297459.5994717 Edm = 0.000696748 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297459.5970203 Edm = 0.00285858 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297459.5635581 Edm = 0.0200599 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297459.4708217 Edm = 0.0720996 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297458.9903409 Edm = 0.434274 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297456.9046418 Edm = 1.4043 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297455.0691554 Edm = 1.60539 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297454.0664146 Edm = 0.815825 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297453.4644536 Edm = 0.163969 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297453.3578313 Edm = 0.047478 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297453.2975516 Edm = 0.00620137 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297453.2901054 Edm = 0.00146678 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297453.2890897 Edm = 0.000606502 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297453.288233 Edm = 0.000157737 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297453.2879761 Edm = 4.36245e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297453.2879761 Edm = 6.03618 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297453.2879761 Edm = 6.03618 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297452.3745974 Edm = 55.6245 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297450.899795 Edm = 0.86749 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297450.8156067 Edm = 0.217559 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297450.6565239 Edm = 0.0240571 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297450.5808804 Edm = 0.0860886 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297450.4748199 Edm = 0.0672808 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297450.3819907 Edm = 0.08869 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297450.3542394 Edm = 0.0163411 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297450.3372021 Edm = 0.00265715 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297450.3341819 Edm = 0.000410644 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297450.3334096 Edm = 0.000633462 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297450.3319537 Edm = 0.00116692 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297450.3306057 Edm = 0.000785547 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297450.3296288 Edm = 0.000442965 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297450.3290178 Edm = 0.000152545 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297450.3288067 Edm = 7.03636e-05 NCalls = 820 -VariableMetric: After Hessian - FCN = 297450.3288067 Edm = 0.00096468 NCalls = 1309 -VariableMetric: Iteration # 111 - FCN = 297450.3288067 Edm = 0.00096468 NCalls = 1309 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306229.6528579 Edm = 79.1668 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306229.6528579 Edm = 79.1668 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303790.8223269 Edm = 40.2708 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303712.3713779 Edm = 20.6483 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 303652.7303606 Edm = 43.0076 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 297835.0402671 Edm = 3.47781 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297791.2224031 Edm = 1.82965 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 297788.239317 Edm = 0.154679 NCalls = 21 -VariableMetric: Iteration # 7 - FCN = 297787.9938416 Edm = 0.0786799 NCalls = 23 -VariableMetric: Iteration # 8 - FCN = 297699.763678 Edm = 34.3405 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297637.3153621 Edm = 0.669343 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297636.820979 Edm = 0.0718957 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297636.6154744 Edm = 0.16271 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 297631.7985327 Edm = 6.52162 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297631.3099059 Edm = 0.445318 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297607.8413908 Edm = 13.275 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297564.3486936 Edm = 2.01015 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297561.6829017 Edm = 0.0571673 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297561.4493368 Edm = 0.179268 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297548.7000717 Edm = 11.0075 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297491.1574262 Edm = 0.15979 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297490.8921503 Edm = 0.0202947 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297490.7900443 Edm = 0.0673659 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297488.1181646 Edm = 1.83873 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297446.17024 Edm = 12.5429 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297427.7061696 Edm = 1.67226 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297424.2196856 Edm = 0.240696 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297423.8520099 Edm = 0.0169629 NCalls = 83 -VariableMetric: Iteration # 27 - FCN = 297423.8335172 Edm = 0.00389135 NCalls = 85 -VariableMetric: Iteration # 28 - FCN = 297423.8271482 Edm = 0.0043825 NCalls = 87 -VariableMetric: Iteration # 29 - FCN = 297423.5647766 Edm = 0.199177 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297415.8068727 Edm = 4.59711 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297396.7569784 Edm = 0.375976 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297396.3679742 Edm = 0.0332321 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297396.3450382 Edm = 0.00415315 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297396.2991938 Edm = 0.0502875 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297394.9212415 Edm = 1.23281 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297382.5388511 Edm = 1.64175 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297380.9769767 Edm = 0.245944 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297380.52937 Edm = 0.0716369 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297380.3686457 Edm = 0.0109194 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297380.3516272 Edm = 0.000915575 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297380.3466283 Edm = 0.00302374 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297380.2285385 Edm = 0.0852675 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297378.1625425 Edm = 1.73887 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297371.6852283 Edm = 1.90985 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297368.3333126 Edm = 0.894209 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297367.5804359 Edm = 0.265612 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297367.3452247 Edm = 0.0837403 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297367.3096974 Edm = 0.00408999 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297367.3047743 Edm = 0.000547266 NCalls = 151 -VariableMetric: Iteration # 50 - FCN = 297367.3032993 Edm = 0.000918552 NCalls = 153 -VariableMetric: Iteration # 51 - FCN = 297367.2553172 Edm = 0.0371202 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297366.1148628 Edm = 0.527229 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297364.8498584 Edm = 0.136966 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297364.7044551 Edm = 0.0185734 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297364.6831057 Edm = 0.00125196 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297364.6816481 Edm = 0.000102381 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297364.681225 Edm = 0.000278683 NCalls = 173 -VariableMetric: Iteration # 58 - FCN = 297364.6636718 Edm = 0.0154636 NCalls = 178 -VariableMetric: Iteration # 59 - FCN = 297363.2544791 Edm = 1.1067 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297360.9444937 Edm = 0.398938 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297360.2277493 Edm = 0.110593 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297360.0600276 Edm = 0.0456014 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297360.022395 Edm = 0.00319891 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297360.0186919 Edm = 0.000365164 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297360.0181656 Edm = 0.00015463 NCalls = 196 -VariableMetric: Iteration # 66 - FCN = 297360.0152942 Edm = 0.00264957 NCalls = 200 -VariableMetric: Iteration # 67 - FCN = 297359.8425983 Edm = 0.159814 NCalls = 205 -VariableMetric: Iteration # 68 - FCN = 297356.8971505 Edm = 1.79434 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297353.5576034 Edm = 1.18501 NCalls = 213 -VariableMetric: Iteration # 70 - FCN = 297352.3220563 Edm = 2.05058 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297351.4565922 Edm = 0.218412 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297351.1867396 Edm = 0.0677053 NCalls = 220 -VariableMetric: Iteration # 73 - FCN = 297351.1313745 Edm = 0.0141901 NCalls = 222 -VariableMetric: Iteration # 74 - FCN = 297351.1138493 Edm = 0.00124704 NCalls = 224 -VariableMetric: Iteration # 75 - FCN = 297351.1127376 Edm = 0.00016642 NCalls = 226 -VariableMetric: Iteration # 76 - FCN = 297351.1125279 Edm = 5.71283e-05 NCalls = 228 -VariableMetric: After Hessian - FCN = 297351.1125279 Edm = 379.772 NCalls = 701 -VariableMetric: Iteration # 77 - FCN = 297351.1125279 Edm = 379.772 NCalls = 701 -VariableMetric: Iteration # 78 - FCN = 297350.0241414 Edm = 13.5411 NCalls = 709 -VariableMetric: Iteration # 79 - FCN = 297349.9430831 Edm = 0.881367 NCalls = 711 -VariableMetric: Iteration # 80 - FCN = 297348.0631778 Edm = 0.737463 NCalls = 715 -VariableMetric: Iteration # 81 - FCN = 297347.1441374 Edm = 0.940987 NCalls = 717 -VariableMetric: Iteration # 82 - FCN = 297344.5914636 Edm = 4.35447 NCalls = 721 -VariableMetric: Iteration # 83 - FCN = 297343.6155948 Edm = 1.90891 NCalls = 724 -VariableMetric: Iteration # 84 - FCN = 297339.6428623 Edm = 4.80206 NCalls = 728 -VariableMetric: Iteration # 85 - FCN = 297335.4975056 Edm = 4.62623 NCalls = 732 -VariableMetric: Iteration # 86 - FCN = 297333.8083023 Edm = 1.29117 NCalls = 735 -VariableMetric: Iteration # 87 - FCN = 297331.1975452 Edm = 0.730768 NCalls = 738 -VariableMetric: Iteration # 88 - FCN = 297330.1682408 Edm = 0.193984 NCalls = 740 -VariableMetric: Iteration # 89 - FCN = 297329.4818751 Edm = 0.15962 NCalls = 742 -VariableMetric: Iteration # 90 - FCN = 297329.3147913 Edm = 0.0688539 NCalls = 744 -VariableMetric: Iteration # 91 - FCN = 297329.185444 Edm = 0.0413428 NCalls = 746 -VariableMetric: Iteration # 92 - FCN = 297329.0915085 Edm = 0.0166949 NCalls = 748 -VariableMetric: Iteration # 93 - FCN = 297329.0384683 Edm = 0.0157105 NCalls = 750 -VariableMetric: Iteration # 94 - FCN = 297328.9684358 Edm = 0.0327783 NCalls = 753 -VariableMetric: Iteration # 95 - FCN = 297328.842142 Edm = 0.04691 NCalls = 756 -VariableMetric: Iteration # 96 - FCN = 297328.6672354 Edm = 0.0734407 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297328.5209037 Edm = 0.0536601 NCalls = 761 -VariableMetric: Iteration # 98 - FCN = 297328.4882815 Edm = 0.0208126 NCalls = 763 -VariableMetric: Iteration # 99 - FCN = 297328.4411687 Edm = 0.0178322 NCalls = 765 -VariableMetric: Iteration # 100 - FCN = 297328.4071386 Edm = 0.00759761 NCalls = 767 -VariableMetric: Iteration # 101 - FCN = 297328.3870548 Edm = 0.00468682 NCalls = 769 -VariableMetric: Iteration # 102 - FCN = 297328.3782547 Edm = 0.0022561 NCalls = 771 -VariableMetric: Iteration # 103 - FCN = 297328.368368 Edm = 0.0025804 NCalls = 773 -VariableMetric: Iteration # 104 - FCN = 297328.3625664 Edm = 0.00101357 NCalls = 775 -VariableMetric: Iteration # 105 - FCN = 297328.3568574 Edm = 0.000748536 NCalls = 778 -VariableMetric: Iteration # 106 - FCN = 297328.3558069 Edm = 0.000155064 NCalls = 780 -VariableMetric: Iteration # 107 - FCN = 297328.3546727 Edm = 0.000215886 NCalls = 783 -VariableMetric: Iteration # 108 - FCN = 297328.3540439 Edm = 0.000260259 NCalls = 785 -VariableMetric: Iteration # 109 - FCN = 297328.3525719 Edm = 0.000360721 NCalls = 788 -VariableMetric: Iteration # 110 - FCN = 297328.3508164 Edm = 0.000732798 NCalls = 790 -VariableMetric: Iteration # 111 - FCN = 297328.3477272 Edm = 0.000475038 NCalls = 792 -VariableMetric: Iteration # 112 - FCN = 297328.3459095 Edm = 0.000885529 NCalls = 794 -VariableMetric: Iteration # 113 - FCN = 297328.3402153 Edm = 0.00129588 NCalls = 797 -VariableMetric: Iteration # 114 - FCN = 297328.3364978 Edm = 0.0018492 NCalls = 799 -VariableMetric: Iteration # 115 - FCN = 297328.3283962 Edm = 0.000807583 NCalls = 801 -VariableMetric: Iteration # 116 - FCN = 297328.3261544 Edm = 0.00100695 NCalls = 803 -VariableMetric: Iteration # 117 - FCN = 297328.3223721 Edm = 7.48882e-05 NCalls = 805 -VariableMetric: After Hessian - FCN = 297328.3223721 Edm = 0.000270077 NCalls = 1282 -VariableMetric: Iteration # 118 - FCN = 297328.3223721 Edm = 0.000270077 NCalls = 1282 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324977.7264281 Edm = 41.6613 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324977.7264281 Edm = 41.6613 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301611.6667673 Edm = 52.3092 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298416.5750991 Edm = 404.651 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298309.669584 Edm = 21.334 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298286.5733968 Edm = 2.55371 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298276.8175403 Edm = 4.34573 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298034.7807928 Edm = 94.0127 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297562.5743561 Edm = 14.04 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297544.582172 Edm = 2.91819 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297543.3032502 Edm = 0.533904 NCalls = 30 -VariableMetric: Iteration # 10 - FCN = 297542.5496241 Edm = 0.312693 NCalls = 32 -VariableMetric: Iteration # 11 - FCN = 297495.2989889 Edm = 10.2912 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297477.4572707 Edm = 0.221905 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297477.106733 Edm = 0.161271 NCalls = 42 -VariableMetric: Iteration # 14 - FCN = 297474.8133876 Edm = 1.67283 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297400.1290058 Edm = 37.2764 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297354.6397952 Edm = 4.56821 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297350.2766012 Edm = 0.0278168 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297350.2452711 Edm = 0.0113821 NCalls = 58 -VariableMetric: Iteration # 19 - FCN = 297350.17997 Edm = 0.0423727 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297346.9502783 Edm = 3.45244 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297295.8452187 Edm = 18.2915 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297249.108712 Edm = 5.3695 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297243.1159651 Edm = 0.368043 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297242.6523997 Edm = 0.00886682 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297242.6370441 Edm = 0.00787996 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297242.3437694 Edm = 0.191017 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297239.1518508 Edm = 2.16396 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297228.7724848 Edm = 1.02517 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297227.9775159 Edm = 0.0920033 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297227.8719276 Edm = 0.00665414 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297227.8639026 Edm = 0.00180107 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297227.8484331 Edm = 0.015169 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297225.5065258 Edm = 0.0936421 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297218.8199142 Edm = 1.40605 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297217.8081009 Edm = 0.251447 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297217.3281716 Edm = 0.0172811 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297217.3001661 Edm = 0.00173542 NCalls = 116 -VariableMetric: Iteration # 38 - FCN = 297217.2969704 Edm = 0.00123266 NCalls = 118 -VariableMetric: Iteration # 39 - FCN = 297217.287567 Edm = 0.00773057 NCalls = 121 -VariableMetric: Iteration # 40 - FCN = 297216.6102967 Edm = 0.615542 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297212.412833 Edm = 4.21708 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297202.2889414 Edm = 5.51856 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297200.6851287 Edm = 1.48337 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297199.6640915 Edm = 0.071724 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297199.5693738 Edm = 0.0181061 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297199.4727659 Edm = 0.0365451 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297199.419532 Edm = 0.00698603 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297199.4141812 Edm = 0.000852955 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297199.412177 Edm = 0.000726688 NCalls = 151 -VariableMetric: Iteration # 50 - FCN = 297199.4032143 Edm = 0.00692872 NCalls = 154 -VariableMetric: Iteration # 51 - FCN = 297199.2419646 Edm = 0.115563 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297197.4409933 Edm = 1.21236 NCalls = 161 -VariableMetric: Iteration # 53 - FCN = 297193.2220668 Edm = 1.53492 NCalls = 164 -VariableMetric: Iteration # 54 - FCN = 297192.1440144 Edm = 0.543048 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297191.6704938 Edm = 0.0760716 NCalls = 168 -VariableMetric: Iteration # 56 - FCN = 297191.5782747 Edm = 0.00597861 NCalls = 170 -VariableMetric: Iteration # 57 - FCN = 297191.5711538 Edm = 0.000960269 NCalls = 172 -VariableMetric: Iteration # 58 - FCN = 297191.5701258 Edm = 0.000160708 NCalls = 174 -VariableMetric: Iteration # 59 - FCN = 297191.5698035 Edm = 0.000180722 NCalls = 176 -VariableMetric: Iteration # 60 - FCN = 297191.5664298 Edm = 0.00345831 NCalls = 180 -VariableMetric: Iteration # 61 - FCN = 297191.3972469 Edm = 0.134963 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297189.6408307 Edm = 0.907806 NCalls = 191 -VariableMetric: Iteration # 63 - FCN = 297188.7175246 Edm = 0.243611 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297188.5065147 Edm = 0.0103907 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297188.4984535 Edm = 0.000652193 NCalls = 196 -VariableMetric: Iteration # 66 - FCN = 297188.4978142 Edm = 9.46862e-05 NCalls = 197 -VariableMetric: Iteration # 67 - FCN = 297188.4976527 Edm = 4.12435e-05 NCalls = 199 -VariableMetric: After Hessian - FCN = 297188.4976527 Edm = 0.608184 NCalls = 682 -VariableMetric: Iteration # 68 - FCN = 297188.4976527 Edm = 0.608184 NCalls = 682 -VariableMetric: Iteration # 69 - FCN = 297188.4433785 Edm = 0.865484 NCalls = 684 -VariableMetric: Iteration # 70 - FCN = 297187.4872046 Edm = 1.49835 NCalls = 687 -VariableMetric: Iteration # 71 - FCN = 297187.1569616 Edm = 0.0933691 NCalls = 689 -VariableMetric: Iteration # 72 - FCN = 297186.9774283 Edm = 0.0307592 NCalls = 695 -VariableMetric: Iteration # 73 - FCN = 297186.8931132 Edm = 0.0540181 NCalls = 698 -VariableMetric: Iteration # 74 - FCN = 297186.7810065 Edm = 0.0405388 NCalls = 702 -VariableMetric: Iteration # 75 - FCN = 297186.6828168 Edm = 0.0576178 NCalls = 705 -VariableMetric: Iteration # 76 - FCN = 297186.637838 Edm = 0.101834 NCalls = 708 -VariableMetric: Iteration # 77 - FCN = 297186.5791062 Edm = 0.120126 NCalls = 711 -VariableMetric: Iteration # 78 - FCN = 297186.5082478 Edm = 0.0779878 NCalls = 714 -VariableMetric: Iteration # 79 - FCN = 297186.3633133 Edm = 0.143444 NCalls = 719 -VariableMetric: Iteration # 80 - FCN = 297186.276492 Edm = 0.206546 NCalls = 723 -VariableMetric: Iteration # 81 - FCN = 297186.1476922 Edm = 0.216883 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297186.0628437 Edm = 0.219339 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297185.4487678 Edm = 0.505888 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297185.3214196 Edm = 0.286698 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297185.0126327 Edm = 0.579794 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297184.7518273 Edm = 0.594136 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297184.3454903 Edm = 0.345114 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297184.1202131 Edm = 0.442035 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297183.7744546 Edm = 0.199256 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297183.4476148 Edm = 0.343388 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297183.1397308 Edm = 0.2605 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297183.0227076 Edm = 0.0892176 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297182.8638472 Edm = 0.0750877 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297182.7817687 Edm = 0.0332791 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297182.6859659 Edm = 0.115933 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297182.4295884 Edm = 0.309675 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297182.3426114 Edm = 0.210053 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297182.215797 Edm = 0.228924 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297182.0826164 Edm = 0.161881 NCalls = 787 -VariableMetric: Iteration # 100 - FCN = 297182.019555 Edm = 0.0975419 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297181.8401457 Edm = 0.224024 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297181.625169 Edm = 0.162879 NCalls = 798 -VariableMetric: Iteration # 103 - FCN = 297181.2804379 Edm = 0.836937 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297180.866373 Edm = 0.699535 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297180.4191138 Edm = 0.923663 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297179.7504747 Edm = 0.878942 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297179.22405 Edm = 0.547373 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297178.2438175 Edm = 0.316218 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297177.5622593 Edm = 0.635389 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297177.3352389 Edm = 0.551869 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297176.5923967 Edm = 1.04358 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 297175.5978974 Edm = 0.860367 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297174.7305606 Edm = 0.992701 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297174.1198894 Edm = 1.00291 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297173.0899199 Edm = 0.349294 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297172.7900964 Edm = 0.318414 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297172.5337301 Edm = 0.0781842 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297172.434754 Edm = 0.0230918 NCalls = 850 -VariableMetric: Iteration # 119 - FCN = 297172.3917233 Edm = 0.0317611 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297172.367472 Edm = 0.0611413 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297172.311977 Edm = 0.023104 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297172.2777693 Edm = 0.00836182 NCalls = 859 -VariableMetric: Iteration # 123 - FCN = 297172.2641987 Edm = 0.0086135 NCalls = 861 -VariableMetric: Iteration # 124 - FCN = 297172.244599 Edm = 0.0144127 NCalls = 863 -VariableMetric: Iteration # 125 - FCN = 297172.1894719 Edm = 0.0332703 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297172.0880614 Edm = 0.0484624 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297172.0011475 Edm = 0.041358 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297171.9750009 Edm = 0.0309239 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 297171.9364051 Edm = 0.00861425 NCalls = 875 -VariableMetric: Iteration # 130 - FCN = 297171.9206579 Edm = 0.00686075 NCalls = 877 -VariableMetric: Iteration # 131 - FCN = 297171.9159341 Edm = 0.00654306 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297171.9100721 Edm = 0.0032124 NCalls = 882 -VariableMetric: Iteration # 133 - FCN = 297171.9041361 Edm = 0.00180222 NCalls = 885 -VariableMetric: Iteration # 134 - FCN = 297171.9013168 Edm = 0.000387321 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297171.9009085 Edm = 0.00010469 NCalls = 888 -VariableMetric: Iteration # 136 - FCN = 297171.9006883 Edm = 7.25112e-05 NCalls = 890 -VariableMetric: After Hessian - FCN = 297171.9006883 Edm = 0.00334202 NCalls = 1375 -VariableMetric: Iteration # 137 - FCN = 297171.9006883 Edm = 0.00334202 NCalls = 1375 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308744.2964483 Edm = 33.7665 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308744.2964483 Edm = 33.7665 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303892.6765425 Edm = 18.5772 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303873.1170014 Edm = 87.2415 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298520.9208583 Edm = 5.39672 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298515.8836175 Edm = 6.57114 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298497.4619949 Edm = 0.64363 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298471.6589291 Edm = 18.3461 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298000.9486872 Edm = 82.5511 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297909.776322 Edm = 0.28318 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297909.4279964 Edm = 0.0715232 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297841.7170359 Edm = 42.3168 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297725.1452829 Edm = 1.8485 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297722.7236122 Edm = 0.096161 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297722.590598 Edm = 0.0187994 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297721.3192801 Edm = 0.807267 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297700.9308264 Edm = 13.9633 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297658.4538711 Edm = 3.94132 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297656.3309759 Edm = 0.0418232 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297656.2771596 Edm = 0.0109318 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297655.9089021 Edm = 0.330624 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297617.2209936 Edm = 10.6212 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297602.4985014 Edm = 0.545168 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297601.8886055 Edm = 0.260924 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297601.6311421 Edm = 0.0227187 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297601.6005851 Edm = 0.00567922 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297600.9155428 Edm = 0.673625 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297561.0682838 Edm = 7.24244 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297553.7700695 Edm = 3.80695 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297551.7576138 Edm = 0.749484 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297550.878813 Edm = 0.169292 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297550.609845 Edm = 0.0140454 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297550.5851077 Edm = 0.00747112 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297550.4446315 Edm = 0.142164 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297545.7238511 Edm = 3.43601 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297525.4727405 Edm = 9.17178 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297520.7656174 Edm = 1.61422 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297519.1469712 Edm = 0.0267162 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297519.1118919 Edm = 0.00271965 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297519.1079228 Edm = 0.000889527 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297519.1055699 Edm = 0.00143724 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297519.093776 Edm = 0.00966029 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297518.9637713 Edm = 0.125485 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297517.7823872 Edm = 1.04165 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297508.1259651 Edm = 2.19922 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297503.5149631 Edm = 2.96905 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297500.9740668 Edm = 3.78252 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297498.6478047 Edm = 1.05065 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297498.1282467 Edm = 0.203506 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297497.9823299 Edm = 0.0517983 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297497.9220054 Edm = 0.00554427 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297497.9180996 Edm = 0.000734261 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297497.9167134 Edm = 0.00110411 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297497.9044514 Edm = 0.0122896 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297497.551075 Edm = 0.312104 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297488.1877124 Edm = 3.72395 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297485.2774437 Edm = 0.930808 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297484.0268202 Edm = 1.60423 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297482.6289089 Edm = 0.596866 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297481.5529415 Edm = 0.564958 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297480.9765242 Edm = 0.324716 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297480.5972468 Edm = 0.134311 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297480.4449099 Edm = 0.0238694 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297480.4129379 Edm = 0.00719694 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297480.4076746 Edm = 0.000337631 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297480.406942 Edm = 0.000328178 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297480.3888145 Edm = 0.0255381 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297480.3116116 Edm = 0.0704141 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297477.7291921 Edm = 0.915046 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297476.6633175 Edm = 0.230472 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297476.4722475 Edm = 0.0964319 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297476.392463 Edm = 0.0156359 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297476.3589127 Edm = 0.00531446 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297476.3514113 Edm = 0.00036578 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297476.351056 Edm = 0.000113251 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297476.3507878 Edm = 0.000262525 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297476.3468874 Edm = 0.00424435 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297476.2434521 Edm = 0.018551 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297475.7860824 Edm = 0.237851 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297475.590713 Edm = 0.129797 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297475.4154385 Edm = 0.00947152 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297475.3962775 Edm = 0.00358814 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297475.3903859 Edm = 0.000229044 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297475.3901223 Edm = 6.8048e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297475.3901223 Edm = 114.669 NCalls = 738 -VariableMetric: Iteration # 83 - FCN = 297475.3901223 Edm = 114.669 NCalls = 738 -VariableMetric: Iteration # 84 - FCN = 297474.8485688 Edm = 59.8804 NCalls = 741 -VariableMetric: Iteration # 85 - FCN = 297471.9719614 Edm = 1.83752 NCalls = 744 -VariableMetric: Iteration # 86 - FCN = 297471.3646569 Edm = 0.590151 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297470.5467671 Edm = 0.265614 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297470.2839364 Edm = 0.190395 NCalls = 750 -VariableMetric: Iteration # 89 - FCN = 297470.0899137 Edm = 0.0795958 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297470.012344 Edm = 0.025065 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297469.9827858 Edm = 0.00812339 NCalls = 756 -VariableMetric: Iteration # 92 - FCN = 297469.9675923 Edm = 0.00587726 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297469.9454111 Edm = 0.0123351 NCalls = 760 -VariableMetric: Iteration # 94 - FCN = 297469.868614 Edm = 0.016869 NCalls = 763 -VariableMetric: Iteration # 95 - FCN = 297469.8397003 Edm = 0.00278419 NCalls = 765 -VariableMetric: Iteration # 96 - FCN = 297469.8363244 Edm = 0.000171645 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297469.8360691 Edm = 5.28576e-05 NCalls = 769 -VariableMetric: After Hessian - FCN = 297469.8360691 Edm = 0.000114424 NCalls = 1252 -VariableMetric: Iteration # 98 - FCN = 297469.8360691 Edm = 0.000114424 NCalls = 1252 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313923.2328521 Edm = 26.3857 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313923.2328521 Edm = 26.3857 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299724.2686066 Edm = 0.887152 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299724.0227459 Edm = 44.1292 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299720.5352588 Edm = 1.3426 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299188.1958014 Edm = 212.011 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298865.439338 Edm = 557.198 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298079.8836094 Edm = 17.8991 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298060.4118906 Edm = 8.65082 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298050.997475 Edm = 0.192745 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298048.0962761 Edm = 2.97893 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298007.9039152 Edm = 23.6822 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297875.7154957 Edm = 12.9404 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297853.6333911 Edm = 2.81076 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297846.5583519 Edm = 0.511916 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297845.6134008 Edm = 0.231312 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297843.3281382 Edm = 1.73299 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297742.7807274 Edm = 23.967 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297722.6581172 Edm = 57.5569 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297705.4410384 Edm = 1.70172 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297703.7737112 Edm = 0.29017 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297701.7781733 Edm = 1.48092 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297698.108586 Edm = 0.613525 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297697.4784145 Edm = 0.16358 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297696.7058306 Edm = 0.426391 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297693.6597029 Edm = 3.04481 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297655.8524209 Edm = 26.8404 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297592.5220678 Edm = 56.4722 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297563.5464793 Edm = 7.31237 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297550.0271475 Edm = 2.30531 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297546.4281258 Edm = 4.63006 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297529.9513781 Edm = 11.0693 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297525.6922431 Edm = 8.70597 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297515.0760922 Edm = 2.34056 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297512.3469538 Edm = 4.96523 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297507.3949395 Edm = 2.649 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297505.673778 Edm = 2.81449 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297504.208206 Edm = 0.682608 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297503.6684177 Edm = 0.0299636 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297503.6271847 Edm = 0.0180715 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297503.4418977 Edm = 0.215427 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297502.1120081 Edm = 1.02329 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297493.6665439 Edm = 1.64699 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297492.2884923 Edm = 0.179537 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297492.2011986 Edm = 0.0212474 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297492.1810043 Edm = 0.00226631 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297492.1447593 Edm = 0.0393123 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297489.4944423 Edm = 1.23891 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297489.090899 Edm = 0.0163661 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297489.0750082 Edm = 0.00278313 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297489.062186 Edm = 0.00793375 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297488.7187666 Edm = 0.335548 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297477.0417043 Edm = 2.54752 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297458.9239648 Edm = 3.98774 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297452.8231395 Edm = 0.385305 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297452.5232718 Edm = 0.0795669 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297452.4202141 Edm = 0.0141999 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297452.3911758 Edm = 0.00874848 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297452.3531974 Edm = 0.0303646 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297450.6020963 Edm = 1.37228 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297425.6699138 Edm = 9.31441 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297407.2265049 Edm = 29.858 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297398.5146204 Edm = 3.87879 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297379.067741 Edm = 8.59487 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297372.6318436 Edm = 13.0683 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297361.7950922 Edm = 0.258431 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297361.4857413 Edm = 0.0521243 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297361.3626436 Edm = 0.0131056 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297361.3392547 Edm = 0.00781129 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297361.3116127 Edm = 0.0148577 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297361.1870643 Edm = 0.0550188 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297360.7299346 Edm = 0.157907 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297360.1339613 Edm = 0.189993 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297357.907096 Edm = 2.57214 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297356.6434825 Edm = 1.76149 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297351.9108372 Edm = 0.959948 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297349.8738439 Edm = 0.14851 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297349.5922323 Edm = 0.307587 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297348.6886565 Edm = 2.19598 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297348.1286388 Edm = 1.51643 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297346.954066 Edm = 5.98715 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297344.6517616 Edm = 2.0487 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297333.7734308 Edm = 5.64516 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297331.8943025 Edm = 2.31965 NCalls = 286 -VariableMetric: Iteration # 83 - FCN = 297330.192829 Edm = 0.538518 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297329.6382149 Edm = 0.14869 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297329.4803445 Edm = 0.0282144 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297329.4485092 Edm = 0.0139623 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297329.3990813 Edm = 0.0418435 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297329.3551673 Edm = 0.0128139 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297329.3430777 Edm = 0.0019783 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297329.3363893 Edm = 0.00573117 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297329.0837426 Edm = 0.262644 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297328.8459703 Edm = 0.223172 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297322.8015504 Edm = 5.44171 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297321.8268432 Edm = 1.18515 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297320.4669935 Edm = 0.580205 NCalls = 327 -VariableMetric: Iteration # 96 - FCN = 297317.4805224 Edm = 0.423939 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297316.6925011 Edm = 0.178867 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297316.4394029 Edm = 0.35435 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297316.1221844 Edm = 0.117682 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297315.9593029 Edm = 0.14472 NCalls = 342 -VariableMetric: Iteration # 101 - FCN = 297315.7803507 Edm = 0.052688 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297315.677205 Edm = 0.0606791 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297315.6486092 Edm = 0.0142277 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297315.6290065 Edm = 0.00102178 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297315.6277939 Edm = 3.38508e-05 NCalls = 351 -VariableMetric: After Hessian - FCN = 297315.6277939 Edm = 3155.68 NCalls = 832 -VariableMetric: Iteration # 106 - FCN = 297315.6277939 Edm = 3155.68 NCalls = 832 -VariableMetric: Iteration # 107 - FCN = 297308.8000637 Edm = 876.859 NCalls = 838 -VariableMetric: Iteration # 108 - FCN = 297307.6785582 Edm = 4.18208 NCalls = 849 -VariableMetric: Iteration # 109 - FCN = 297307.6089452 Edm = 1.34861 NCalls = 853 -VariableMetric: Iteration # 110 - FCN = 297305.5227438 Edm = 1.24385 NCalls = 856 -VariableMetric: Iteration # 111 - FCN = 297295.9782724 Edm = 1.58719 NCalls = 860 -VariableMetric: Iteration # 112 - FCN = 297295.1054544 Edm = 1.73723 NCalls = 862 -VariableMetric: Iteration # 113 - FCN = 297293.8636834 Edm = 3.49848 NCalls = 864 -VariableMetric: Iteration # 114 - FCN = 297292.5657228 Edm = 2.00316 NCalls = 867 -VariableMetric: Iteration # 115 - FCN = 297291.9536989 Edm = 0.296047 NCalls = 869 -VariableMetric: Iteration # 116 - FCN = 297291.5239538 Edm = 0.130394 NCalls = 871 -VariableMetric: Iteration # 117 - FCN = 297291.2989233 Edm = 0.0646455 NCalls = 873 -VariableMetric: Iteration # 118 - FCN = 297291.2053232 Edm = 0.0383971 NCalls = 876 -VariableMetric: Iteration # 119 - FCN = 297291.1543916 Edm = 0.0268515 NCalls = 878 -VariableMetric: Iteration # 120 - FCN = 297291.106704 Edm = 0.0219321 NCalls = 881 -VariableMetric: Iteration # 121 - FCN = 297291.0400845 Edm = 0.0387373 NCalls = 884 -VariableMetric: Iteration # 122 - FCN = 297290.996334 Edm = 0.0219834 NCalls = 886 -VariableMetric: Iteration # 123 - FCN = 297290.9731577 Edm = 0.00737786 NCalls = 888 -VariableMetric: Iteration # 124 - FCN = 297290.9652399 Edm = 0.00304379 NCalls = 890 -VariableMetric: Iteration # 125 - FCN = 297290.9537414 Edm = 0.00570096 NCalls = 893 -VariableMetric: Iteration # 126 - FCN = 297290.9384997 Edm = 0.00779281 NCalls = 896 -VariableMetric: Iteration # 127 - FCN = 297290.9290251 Edm = 0.00477268 NCalls = 899 -VariableMetric: Iteration # 128 - FCN = 297290.9224028 Edm = 0.00518117 NCalls = 902 -VariableMetric: Iteration # 129 - FCN = 297290.9188375 Edm = 0.0018492 NCalls = 904 -VariableMetric: Iteration # 130 - FCN = 297290.9157587 Edm = 0.0013987 NCalls = 907 -VariableMetric: Iteration # 131 - FCN = 297290.9119878 Edm = 0.00157618 NCalls = 910 -VariableMetric: Iteration # 132 - FCN = 297290.9089382 Edm = 0.0025265 NCalls = 913 -VariableMetric: Iteration # 133 - FCN = 297290.9068114 Edm = 0.00131631 NCalls = 915 -VariableMetric: Iteration # 134 - FCN = 297290.904414 Edm = 0.00121437 NCalls = 918 -VariableMetric: Iteration # 135 - FCN = 297290.902832 Edm = 0.000839406 NCalls = 920 -VariableMetric: Iteration # 136 - FCN = 297290.9011962 Edm = 0.00109563 NCalls = 923 -VariableMetric: Iteration # 137 - FCN = 297290.8991691 Edm = 0.0005609 NCalls = 926 -VariableMetric: Iteration # 138 - FCN = 297290.8984187 Edm = 0.000279321 NCalls = 928 -VariableMetric: Iteration # 139 - FCN = 297290.8980996 Edm = 9.33867e-05 NCalls = 930 -VariableMetric: Iteration # 140 - FCN = 297290.8978404 Edm = 0.000105238 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297290.8974589 Edm = 9.21252e-05 NCalls = 934 -VariableMetric: Iteration # 142 - FCN = 297290.8973062 Edm = 1.15238e-05 NCalls = 936 -VariableMetric: After Hessian - FCN = 297290.8973062 Edm = 0.000404473 NCalls = 1431 -VariableMetric: Iteration # 143 - FCN = 297290.8973062 Edm = 0.000404473 NCalls = 1431 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309513.2996236 Edm = 16.4468 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309513.2996236 Edm = 16.4468 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304008.3854474 Edm = 2.18162 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303983.7746095 Edm = 4.58368 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299857.1411763 Edm = 3.99383 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299854.1170491 Edm = 13.7895 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299436.8124198 Edm = 9.93206 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 299420.4032086 Edm = 1.99104 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299146.1179011 Edm = 101.099 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298682.4577057 Edm = 36.8042 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298634.346787 Edm = 4.73087 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298618.8792252 Edm = 29.8489 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298576.4143388 Edm = 213.671 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 298536.9156827 Edm = 217.089 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 298170.9504468 Edm = 118.835 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 298156.7839396 Edm = 3.60693 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 297983.900331 Edm = 112.796 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 297837.1138635 Edm = 61.3445 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 297754.9988714 Edm = 12.2436 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297742.1926609 Edm = 5.69262 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297687.9437779 Edm = 37.6737 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297662.0421173 Edm = 14.8039 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297639.2833972 Edm = 8.67301 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297627.6294136 Edm = 10.989 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297605.3454777 Edm = 2.54922 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297603.5272406 Edm = 0.446286 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297603.1737876 Edm = 0.0589158 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297602.7673866 Edm = 0.329633 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297545.6354445 Edm = 47.6185 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297496.9494665 Edm = 9.43716 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297479.9947264 Edm = 1.23237 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297477.7496407 Edm = 0.416629 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297475.9875881 Edm = 0.131485 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297475.7236887 Edm = 0.0941151 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297475.4792643 Edm = 0.101795 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297474.3994549 Edm = 0.903961 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297462.6973874 Edm = 13.7057 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297455.542736 Edm = 5.88617 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297449.5862587 Edm = 10.4175 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297396.6639081 Edm = 43.5766 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297350.8663608 Edm = 16.9722 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297332.340789 Edm = 5.12725 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297317.271168 Edm = 2.8804 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297314.9841557 Edm = 2.04307 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297312.6567805 Edm = 0.209754 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297312.4053856 Edm = 0.0274794 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297312.373346 Edm = 0.0159293 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297312.2574454 Edm = 0.0742745 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297304.7084505 Edm = 9.1212 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297264.0230588 Edm = 11.9732 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297232.3892314 Edm = 5.73558 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297230.1028415 Edm = 10.1274 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297225.0601416 Edm = 1.73102 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297221.5196787 Edm = 1.86264 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297219.9122386 Edm = 0.493267 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297219.4853723 Edm = 0.0123816 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297219.4707879 Edm = 0.00250033 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297219.4610856 Edm = 0.00654253 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297219.2950516 Edm = 0.128324 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297211.6286949 Edm = 4.72394 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297204.5962405 Edm = 1.52813 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297203.3506034 Edm = 0.177225 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297203.191574 Edm = 0.0110532 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297203.1789072 Edm = 0.00153198 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297203.1734297 Edm = 0.00416917 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297203.0737083 Edm = 0.0923149 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297196.4317849 Edm = 2.70666 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297193.9253291 Edm = 0.83371 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297193.2545794 Edm = 0.0786319 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297193.1933376 Edm = 0.0173151 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297193.1577111 Edm = 0.010339 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297193.1400053 Edm = 0.00321642 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297193.1355503 Edm = 0.000560736 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297193.1331837 Edm = 0.00175752 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297193.0553799 Edm = 0.0819047 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297192.9239383 Edm = 0.118633 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297188.7923505 Edm = 1.34747 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297188.3289954 Edm = 1.20388 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297187.3033562 Edm = 0.382381 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297186.7336289 Edm = 0.521849 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297186.5521487 Edm = 0.0401665 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297186.5114199 Edm = 0.0103937 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297186.4982378 Edm = 0.00747269 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297186.4661154 Edm = 0.00838588 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297186.4543833 Edm = 0.00117391 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297186.451981 Edm = 0.000883221 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297186.4432056 Edm = 0.00725319 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297185.7338905 Edm = 0.833051 NCalls = 286 -VariableMetric: Iteration # 87 - FCN = 297185.3878542 Edm = 0.402419 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297185.2810252 Edm = 0.0711894 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297184.2277851 Edm = 1.84767 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297180.9378419 Edm = 2.16899 NCalls = 303 -VariableMetric: Iteration # 91 - FCN = 297180.8388496 Edm = 0.158997 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297180.5588697 Edm = 0.247968 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297178.8441551 Edm = 2.25389 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297175.144241 Edm = 1.79007 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297174.0063152 Edm = 0.974013 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297173.4644216 Edm = 0.271169 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297173.2159641 Edm = 0.0643544 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297173.127933 Edm = 0.130203 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297172.6656361 Edm = 0.279515 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297172.3704285 Edm = 0.140744 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297172.287638 Edm = 0.0387344 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297172.2633931 Edm = 0.00188384 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297172.2599658 Edm = 0.00137196 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297172.2512825 Edm = 0.00718992 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297172.0739474 Edm = 0.125468 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297170.9730603 Edm = 1.22805 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297169.6202843 Edm = 1.22283 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297168.5102131 Edm = 1.54512 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297167.9507236 Edm = 0.0990465 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297167.8899343 Edm = 0.0157487 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297167.8733878 Edm = 0.00125198 NCalls = 359 -VariableMetric: Iteration # 112 - FCN = 297167.8715033 Edm = 0.000358288 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297167.8676723 Edm = 0.00166061 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297167.8627932 Edm = 0.000672724 NCalls = 366 -VariableMetric: Iteration # 115 - FCN = 297167.8597812 Edm = 0.00246923 NCalls = 368 -VariableMetric: Iteration # 116 - FCN = 297167.6959312 Edm = 0.184189 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297167.6939403 Edm = 0.00144853 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297167.6789722 Edm = 0.0254289 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297167.5996373 Edm = 0.0692507 NCalls = 387 -VariableMetric: Iteration # 120 - FCN = 297166.9119858 Edm = 0.555213 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297166.6970552 Edm = 0.350771 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297165.9390087 Edm = 0.149786 NCalls = 399 -VariableMetric: Iteration # 123 - FCN = 297165.7106957 Edm = 0.030325 NCalls = 401 -VariableMetric: Iteration # 124 - FCN = 297165.6465332 Edm = 0.0234561 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297165.6004197 Edm = 0.0117255 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297165.5818458 Edm = 0.00448609 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297165.5736784 Edm = 0.00357333 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297165.5713631 Edm = 0.000484426 NCalls = 413 -VariableMetric: Iteration # 129 - FCN = 297165.5707149 Edm = 7.22595e-05 NCalls = 415 -VariableMetric: Iteration # 130 - FCN = 297165.5705751 Edm = 5.38777e-05 NCalls = 417 -VariableMetric: After Hessian - FCN = 297165.5705751 Edm = 33.7572 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297165.5705751 Edm = 33.7572 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297163.8268251 Edm = 2.41824 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297163.0515415 Edm = 0.543787 NCalls = 899 -VariableMetric: Iteration # 134 - FCN = 297162.5552725 Edm = 0.122442 NCalls = 901 -VariableMetric: Iteration # 135 - FCN = 297162.4882724 Edm = 0.045659 NCalls = 903 -VariableMetric: Iteration # 136 - FCN = 297162.4298612 Edm = 0.0204272 NCalls = 906 -VariableMetric: Iteration # 137 - FCN = 297162.4039688 Edm = 0.00913777 NCalls = 908 -VariableMetric: Iteration # 138 - FCN = 297162.3901016 Edm = 0.00351398 NCalls = 910 -VariableMetric: Iteration # 139 - FCN = 297162.3839804 Edm = 0.0019323 NCalls = 912 -VariableMetric: Iteration # 140 - FCN = 297162.3809296 Edm = 0.00278005 NCalls = 915 -VariableMetric: Iteration # 141 - FCN = 297162.3757662 Edm = 0.000959016 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 297162.3744694 Edm = 0.000360703 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297162.3739966 Edm = 0.000177038 NCalls = 921 -VariableMetric: Iteration # 144 - FCN = 297162.3737524 Edm = 0.000142127 NCalls = 923 -VariableMetric: Iteration # 145 - FCN = 297162.3735806 Edm = 0.000126238 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297162.3733466 Edm = 4.70715e-05 NCalls = 928 -VariableMetric: After Hessian - FCN = 297162.3733466 Edm = 8.20826e-05 NCalls = 1407 -VariableMetric: Iteration # 147 - FCN = 297162.3733466 Edm = 8.20826e-05 NCalls = 1407 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312997.3929998 Edm = 17.2433 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312997.3929998 Edm = 17.2433 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300635.4794337 Edm = 16.836 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300494.0999 Edm = 128.457 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299592.050147 Edm = 21.6667 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299518.3813577 Edm = 54.5039 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299314.3537741 Edm = 86.1319 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299055.6135136 Edm = 59.3321 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299047.2311384 Edm = 4.36012 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 299039.6645657 Edm = 5.20544 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298421.2632698 Edm = 404.089 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298357.4355297 Edm = 41.0377 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298323.2994619 Edm = 18.273 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298075.2173422 Edm = 46.0969 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298012.9051512 Edm = 115.787 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297957.7877978 Edm = 13.8445 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297889.3419361 Edm = 6.77179 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297881.4441096 Edm = 2.04514 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297880.4053301 Edm = 0.0464787 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297880.1243124 Edm = 0.247746 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297819.1750401 Edm = 10.3161 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297630.0245578 Edm = 42.876 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297584.4606015 Edm = 3.56853 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297581.3884135 Edm = 0.469363 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297580.8174029 Edm = 0.0448918 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297580.6811541 Edm = 0.0335215 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297580.6174532 Edm = 0.0122878 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297579.8312443 Edm = 0.777879 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297578.874815 Edm = 0.816454 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297538.1237731 Edm = 8.31141 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297529.0995559 Edm = 0.612088 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297528.0010751 Edm = 0.0590385 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297527.9025894 Edm = 0.018728 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297527.8658626 Edm = 0.0115739 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297527.6609124 Edm = 0.158544 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297520.6804792 Edm = 5.95191 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297478.9789923 Edm = 77.1566 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297474.8391422 Edm = 4.28487 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297471.208724 Edm = 0.638344 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297469.3027014 Edm = 1.53658 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297467.0253968 Edm = 2.12808 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297461.3150715 Edm = 1.0702 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297459.8089535 Edm = 0.179157 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297459.6246012 Edm = 0.0631373 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297459.577458 Edm = 0.0181024 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297459.553372 Edm = 0.00278157 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297459.5463206 Edm = 0.00491141 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297459.4151735 Edm = 0.116062 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297448.7666387 Edm = 5.03682 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297442.9228596 Edm = 1.39173 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297442.0245759 Edm = 0.4274 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297441.6194788 Edm = 0.271973 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297440.9886064 Edm = 0.859084 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297440.0932904 Edm = 1.54591 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297435.2633468 Edm = 3.22634 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297430.9185039 Edm = 0.808645 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297430.0489042 Edm = 0.625948 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297429.8225708 Edm = 0.218192 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297429.6721712 Edm = 0.013283 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297429.6597747 Edm = 0.00145938 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297429.6551565 Edm = 0.00406716 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297429.6072484 Edm = 0.0678142 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297429.5950662 Edm = 0.0112079 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297429.5401315 Edm = 0.0480389 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297428.0290687 Edm = 1.19633 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297419.3963861 Edm = 3.63653 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297417.4202231 Edm = 2.35902 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297415.7759191 Edm = 0.395823 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297414.7888171 Edm = 0.677549 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297413.8187069 Edm = 0.829052 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297411.1117951 Edm = 0.354783 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297410.985155 Edm = 1.10244 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297410.7076208 Edm = 0.733795 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297410.4595438 Edm = 0.230273 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297410.2710144 Edm = 0.0667854 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297410.1921999 Edm = 0.132844 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297410.1132653 Edm = 0.0511781 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297409.9905739 Edm = 0.0687371 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297409.8516836 Edm = 0.118613 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297409.6072943 Edm = 0.387665 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297409.246765 Edm = 0.130816 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297409.0776355 Edm = 0.0976201 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297409.035366 Edm = 0.0804865 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297408.932716 Edm = 0.0156395 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297408.9116507 Edm = 0.00101325 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297408.9096729 Edm = 0.00141992 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297408.9053838 Edm = 0.0052998 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297408.8577083 Edm = 0.0417503 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297406.4783943 Edm = 2.67476 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297405.7654648 Edm = 1.26062 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297404.6035906 Edm = 1.97101 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297404.0792944 Edm = 0.439544 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297399.9275241 Edm = 0.0790374 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297399.8270911 Edm = 0.0611067 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297399.6821424 Edm = 0.0299418 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297399.6421124 Edm = 0.00528828 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297399.629564 Edm = 0.0031714 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297399.6255902 Edm = 0.00128315 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297399.6231026 Edm = 0.00159915 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297399.6080955 Edm = 0.0276967 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297399.5978922 Edm = 0.00962998 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297399.5215661 Edm = 0.0603676 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297398.5940705 Edm = 1.53321 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297398.4071368 Edm = 0.188257 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297395.9170193 Edm = 1.50764 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297392.8276858 Edm = 0.215618 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297392.3527208 Edm = 0.409921 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297392.021075 Edm = 0.315275 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297391.5943768 Edm = 0.377436 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297391.454897 Edm = 0.0594863 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297391.2849784 Edm = 0.0444104 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297391.2060118 Edm = 0.0174536 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297391.192646 Edm = 0.00147828 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297391.1912537 Edm = 0.000168758 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297391.1904468 Edm = 0.000535722 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297391.1728159 Edm = 0.015977 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297390.2648175 Edm = 1.21641 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297389.9360605 Edm = 0.325431 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297389.2432401 Edm = 0.554806 NCalls = 373 -VariableMetric: Iteration # 118 - FCN = 297384.5846121 Edm = 11.604 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297378.7397058 Edm = 3.22057 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297371.9991163 Edm = 1.48757 NCalls = 384 -VariableMetric: Iteration # 121 - FCN = 297370.9387911 Edm = 0.497703 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297370.5578641 Edm = 0.0852642 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297370.479819 Edm = 0.0225184 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297370.4582032 Edm = 0.00617433 NCalls = 391 -VariableMetric: Iteration # 125 - FCN = 297370.4513022 Edm = 0.000866911 NCalls = 393 -VariableMetric: Iteration # 126 - FCN = 297370.4498784 Edm = 0.000729404 NCalls = 395 -VariableMetric: Iteration # 127 - FCN = 297370.4436473 Edm = 0.00572192 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297370.4335246 Edm = 0.00980639 NCalls = 402 -VariableMetric: Iteration # 129 - FCN = 297369.7650907 Edm = 0.0453809 NCalls = 409 -VariableMetric: Iteration # 130 - FCN = 297366.5490747 Edm = 0.608672 NCalls = 411 -VariableMetric: Iteration # 131 - FCN = 297365.5216813 Edm = 0.0944504 NCalls = 414 -VariableMetric: Iteration # 132 - FCN = 297365.4448794 Edm = 0.0237069 NCalls = 416 -VariableMetric: Iteration # 133 - FCN = 297365.4283257 Edm = 0.00148928 NCalls = 418 -VariableMetric: Iteration # 134 - FCN = 297365.4251653 Edm = 0.000771743 NCalls = 420 -VariableMetric: Iteration # 135 - FCN = 297365.4239425 Edm = 0.000141546 NCalls = 422 -VariableMetric: Iteration # 136 - FCN = 297365.423364 Edm = 0.000401402 NCalls = 424 -VariableMetric: Iteration # 137 - FCN = 297365.4200813 Edm = 0.00241912 NCalls = 427 -VariableMetric: Iteration # 138 - FCN = 297365.3757952 Edm = 0.043537 NCalls = 431 -VariableMetric: Iteration # 139 - FCN = 297364.279484 Edm = 0.520342 NCalls = 438 -VariableMetric: Iteration # 140 - FCN = 297363.4796236 Edm = 0.0148016 NCalls = 440 -VariableMetric: Iteration # 141 - FCN = 297363.4677302 Edm = 0.000389852 NCalls = 442 -VariableMetric: Iteration # 142 - FCN = 297363.4673868 Edm = 4.3827e-05 NCalls = 444 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 344335.3986901 Edm = 7678.47 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 344335.3986901 Edm = 7678.47 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308791.1239007 Edm = 19.2316 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301301.064992 Edm = 96.7374 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 301301.064992 Edm = 96.7374 NCalls = 34 -VariableMetric: After Hessian - FCN = 301301.064992 Edm = 3.12966e+06 NCalls = 507 -VariableMetric: Iteration # 4 - FCN = 301301.064992 Edm = 3.12966e+06 NCalls = 507 -VariableMetric: Iteration # 5 - FCN = 300827.6937798 Edm = 6.36588e+07 NCalls = 518 -VariableMetric: Iteration # 6 - FCN = 300799.0514002 Edm = 59.0263 NCalls = 524 -VariableMetric: Iteration # 7 - FCN = 299874.3996665 Edm = 199.628 NCalls = 528 -VariableMetric: Iteration # 8 - FCN = 299686.2187288 Edm = 45.5932 NCalls = 529 -VariableMetric: Iteration # 9 - FCN = 299635.7511406 Edm = 28.2491 NCalls = 531 -VariableMetric: Iteration # 10 - FCN = 298257.6617887 Edm = 106.18 NCalls = 537 -VariableMetric: Iteration # 11 - FCN = 298147.4140468 Edm = 57.3422 NCalls = 539 -VariableMetric: Iteration # 12 - FCN = 298097.2564614 Edm = 11.7098 NCalls = 541 -VariableMetric: Iteration # 13 - FCN = 298072.6763827 Edm = 1.45563 NCalls = 544 -VariableMetric: Iteration # 14 - FCN = 298066.9578546 Edm = 4.75776 NCalls = 546 -VariableMetric: Iteration # 15 - FCN = 297787.3246751 Edm = 104.36 NCalls = 552 -VariableMetric: Iteration # 16 - FCN = 297645.2310964 Edm = 3.48469 NCalls = 555 -VariableMetric: Iteration # 17 - FCN = 297640.261716 Edm = 0.462489 NCalls = 557 -VariableMetric: Iteration # 18 - FCN = 297639.6124593 Edm = 0.226249 NCalls = 559 -VariableMetric: Iteration # 19 - FCN = 297639.1058065 Edm = 0.26651 NCalls = 561 -VariableMetric: Iteration # 20 - FCN = 297635.5341281 Edm = 2.75756 NCalls = 564 -VariableMetric: Iteration # 21 - FCN = 297534.5647677 Edm = 15.3565 NCalls = 568 -VariableMetric: Iteration # 22 - FCN = 297516.1478924 Edm = 1.20704 NCalls = 570 -VariableMetric: Iteration # 23 - FCN = 297514.0063492 Edm = 0.34728 NCalls = 572 -VariableMetric: Iteration # 24 - FCN = 297513.2574716 Edm = 0.119998 NCalls = 574 -VariableMetric: Iteration # 25 - FCN = 297511.7079287 Edm = 1.45842 NCalls = 577 -VariableMetric: Iteration # 26 - FCN = 297465.6369533 Edm = 20.2479 NCalls = 584 -VariableMetric: Iteration # 27 - FCN = 297419.8584143 Edm = 1.60255 NCalls = 587 -VariableMetric: Iteration # 28 - FCN = 297416.452738 Edm = 0.786304 NCalls = 589 -VariableMetric: Iteration # 29 - FCN = 297414.9362807 Edm = 0.0898161 NCalls = 591 -VariableMetric: Iteration # 30 - FCN = 297414.8300538 Edm = 0.0255696 NCalls = 593 -VariableMetric: Iteration # 31 - FCN = 297414.786746 Edm = 0.0287457 NCalls = 595 -VariableMetric: Iteration # 32 - FCN = 297413.7750705 Edm = 1.05457 NCalls = 600 -VariableMetric: Iteration # 33 - FCN = 297413.4268415 Edm = 0.331687 NCalls = 604 -VariableMetric: Iteration # 34 - FCN = 297411.958817 Edm = 1.30393 NCalls = 609 -VariableMetric: Iteration # 35 - FCN = 297388.6358274 Edm = 11.144 NCalls = 613 -VariableMetric: Iteration # 36 - FCN = 297379.0278284 Edm = 1.55285 NCalls = 615 -VariableMetric: Iteration # 37 - FCN = 297377.7483969 Edm = 0.0791061 NCalls = 616 -VariableMetric: Iteration # 38 - FCN = 297377.6790018 Edm = 0.00155535 NCalls = 617 -VariableMetric: Iteration # 39 - FCN = 297377.6752479 Edm = 0.00198048 NCalls = 619 -VariableMetric: Iteration # 40 - FCN = 297377.6543089 Edm = 0.0178057 NCalls = 622 -VariableMetric: Iteration # 41 - FCN = 297377.4661179 Edm = 0.120796 NCalls = 625 -VariableMetric: Iteration # 42 - FCN = 297370.4245322 Edm = 5.61772 NCalls = 630 -VariableMetric: Iteration # 43 - FCN = 297337.0260047 Edm = 9.32206 NCalls = 634 -VariableMetric: Iteration # 44 - FCN = 297329.2051829 Edm = 1.56323 NCalls = 636 -VariableMetric: Iteration # 45 - FCN = 297327.0683082 Edm = 0.291088 NCalls = 638 -VariableMetric: Iteration # 46 - FCN = 297326.7757177 Edm = 0.0115085 NCalls = 639 -VariableMetric: Iteration # 47 - FCN = 297326.766152 Edm = 0.00142003 NCalls = 641 -VariableMetric: Iteration # 48 - FCN = 297326.7647802 Edm = 0.000671351 NCalls = 643 -VariableMetric: Iteration # 49 - FCN = 297326.7625097 Edm = 0.00142023 NCalls = 645 -VariableMetric: Iteration # 50 - FCN = 297326.7444776 Edm = 0.0111692 NCalls = 648 -VariableMetric: Iteration # 51 - FCN = 297326.2618208 Edm = 0.384331 NCalls = 652 -VariableMetric: Iteration # 52 - FCN = 297320.0182931 Edm = 0.609165 NCalls = 656 -VariableMetric: Iteration # 53 - FCN = 297319.4772993 Edm = 0.139307 NCalls = 658 -VariableMetric: Iteration # 54 - FCN = 297319.3008623 Edm = 0.0340361 NCalls = 660 -VariableMetric: Iteration # 55 - FCN = 297319.2541588 Edm = 0.000650529 NCalls = 662 -VariableMetric: Iteration # 56 - FCN = 297319.2534703 Edm = 0.00017493 NCalls = 663 -VariableMetric: Iteration # 57 - FCN = 297319.2521403 Edm = 0.00110496 NCalls = 666 -VariableMetric: Iteration # 58 - FCN = 297319.1890813 Edm = 0.0463363 NCalls = 671 -VariableMetric: Iteration # 59 - FCN = 297317.6763288 Edm = 0.687541 NCalls = 676 -VariableMetric: Iteration # 60 - FCN = 297315.9862611 Edm = 0.225617 NCalls = 678 -VariableMetric: Iteration # 61 - FCN = 297315.5303973 Edm = 0.0832779 NCalls = 680 -VariableMetric: Iteration # 62 - FCN = 297315.4090938 Edm = 0.016016 NCalls = 682 -VariableMetric: Iteration # 63 - FCN = 297315.3915427 Edm = 0.00347142 NCalls = 683 -VariableMetric: Iteration # 64 - FCN = 297315.3891471 Edm = 5.4503e-05 NCalls = 685 -VariableMetric: After Hessian - FCN = 297315.3891471 Edm = 22.4793 NCalls = 1166 -VariableMetric: Iteration # 65 - FCN = 297315.3891471 Edm = 22.4793 NCalls = 1166 -VariableMetric: Iteration # 66 - FCN = 297312.7425996 Edm = 41.1056 NCalls = 1168 -VariableMetric: Iteration # 67 - FCN = 297312.6135982 Edm = 3.16441 NCalls = 1171 -VariableMetric: Iteration # 68 - FCN = 297312.5412012 Edm = 8988.62 NCalls = 1176 -VariableMetric: Iteration # 69 - FCN = 297312.4890516 Edm = 141.325 NCalls = 1181 -VariableMetric: Iteration # 70 - FCN = 297312.48289 Edm = 43.1363 NCalls = 1186 -VariableMetric: Iteration # 71 - FCN = 297312.145866 Edm = 968.111 NCalls = 1189 -VariableMetric: Iteration # 72 - FCN = 297310.2635123 Edm = 207.36 NCalls = 1191 -VariableMetric: Iteration # 73 - FCN = 297310.1477135 Edm = 174.665 NCalls = 1194 -VariableMetric: Iteration # 74 - FCN = 297309.3575264 Edm = 751.653 NCalls = 1196 -VariableMetric: Iteration # 75 - FCN = 297308.5389504 Edm = 700.114 NCalls = 1198 -VariableMetric: Iteration # 76 - FCN = 297307.0502788 Edm = 62.7833 NCalls = 1200 -VariableMetric: Iteration # 77 - FCN = 297306.0896489 Edm = 10.7294 NCalls = 1202 -VariableMetric: Iteration # 78 - FCN = 297305.8919376 Edm = 24.3443 NCalls = 1204 -VariableMetric: Iteration # 79 - FCN = 297305.6125667 Edm = 8.72948 NCalls = 1206 -VariableMetric: Iteration # 80 - FCN = 297305.5016384 Edm = 7.03162 NCalls = 1208 -VariableMetric: Iteration # 81 - FCN = 297304.991499 Edm = 4.12205 NCalls = 1210 -VariableMetric: Iteration # 82 - FCN = 297304.5962965 Edm = 0.771371 NCalls = 1212 -VariableMetric: Iteration # 83 - FCN = 297304.44082 Edm = 0.492359 NCalls = 1214 -VariableMetric: Iteration # 84 - FCN = 297304.1936019 Edm = 0.901213 NCalls = 1216 -VariableMetric: Iteration # 85 - FCN = 297304.1276708 Edm = 0.486893 NCalls = 1218 -VariableMetric: Iteration # 86 - FCN = 297303.9312297 Edm = 0.39306 NCalls = 1221 -VariableMetric: Iteration # 87 - FCN = 297303.8788412 Edm = 0.143795 NCalls = 1223 -VariableMetric: Iteration # 88 - FCN = 297303.8071975 Edm = 0.573147 NCalls = 1226 -VariableMetric: Iteration # 89 - FCN = 297303.7181063 Edm = 0.205327 NCalls = 1228 -VariableMetric: Iteration # 90 - FCN = 297303.6129521 Edm = 0.584018 NCalls = 1230 -VariableMetric: Iteration # 91 - FCN = 297303.499472 Edm = 0.313781 NCalls = 1232 -VariableMetric: Iteration # 92 - FCN = 297303.3242876 Edm = 0.699731 NCalls = 1234 -VariableMetric: Iteration # 93 - FCN = 297303.1910086 Edm = 0.235169 NCalls = 1236 -VariableMetric: Iteration # 94 - FCN = 297303.0786357 Edm = 0.405948 NCalls = 1238 -VariableMetric: Iteration # 95 - FCN = 297302.8742035 Edm = 0.370533 NCalls = 1242 -VariableMetric: Iteration # 96 - FCN = 297302.5928454 Edm = 1.06123 NCalls = 1246 -VariableMetric: Iteration # 97 - FCN = 297302.3427051 Edm = 0.530072 NCalls = 1252 -VariableMetric: Iteration # 98 - FCN = 297301.9748574 Edm = 0.871601 NCalls = 1256 -VariableMetric: Iteration # 99 - FCN = 297301.7475901 Edm = 0.45188 NCalls = 1260 -VariableMetric: Iteration # 100 - FCN = 297301.0866685 Edm = 0.896505 NCalls = 1264 -VariableMetric: Iteration # 101 - FCN = 297300.4786791 Edm = 0.79282 NCalls = 1268 -VariableMetric: Iteration # 102 - FCN = 297299.285866 Edm = 1.15456 NCalls = 1273 -VariableMetric: Iteration # 103 - FCN = 297299.2353211 Edm = 0.0447271 NCalls = 1275 -VariableMetric: Iteration # 104 - FCN = 297299.1847859 Edm = 0.0443413 NCalls = 1276 -VariableMetric: Iteration # 105 - FCN = 297299.0538282 Edm = 0.139428 NCalls = 1279 -VariableMetric: Iteration # 106 - FCN = 297298.60821 Edm = 0.279957 NCalls = 1283 -VariableMetric: Iteration # 107 - FCN = 297298.5788922 Edm = 0.112074 NCalls = 1285 -VariableMetric: Iteration # 108 - FCN = 297298.5347586 Edm = 0.069675 NCalls = 1287 -VariableMetric: Iteration # 109 - FCN = 297298.2435992 Edm = 0.688388 NCalls = 1290 -VariableMetric: Iteration # 110 - FCN = 297298.00812 Edm = 0.200515 NCalls = 1294 -VariableMetric: Iteration # 111 - FCN = 297296.5440324 Edm = 0.635998 NCalls = 1297 -VariableMetric: Iteration # 112 - FCN = 297295.4623977 Edm = 1.40652 NCalls = 1300 -VariableMetric: Iteration # 113 - FCN = 297293.6495501 Edm = 0.889281 NCalls = 1302 -VariableMetric: Iteration # 114 - FCN = 297292.7802507 Edm = 1.49023 NCalls = 1303 -VariableMetric: Iteration # 115 - FCN = 297292.208639 Edm = 0.635028 NCalls = 1305 -VariableMetric: Iteration # 116 - FCN = 297291.2673049 Edm = 0.588825 NCalls = 1308 -VariableMetric: Iteration # 117 - FCN = 297290.7975175 Edm = 0.447302 NCalls = 1310 -VariableMetric: Iteration # 118 - FCN = 297290.52919 Edm = 0.169002 NCalls = 1312 -VariableMetric: Iteration # 119 - FCN = 297290.4545346 Edm = 0.0438179 NCalls = 1314 -VariableMetric: Iteration # 120 - FCN = 297290.4158632 Edm = 0.0138244 NCalls = 1316 -VariableMetric: Iteration # 121 - FCN = 297290.4044955 Edm = 0.01072 NCalls = 1318 -VariableMetric: Iteration # 122 - FCN = 297290.391796 Edm = 0.00789217 NCalls = 1320 -VariableMetric: Iteration # 123 - FCN = 297290.38087 Edm = 0.00479626 NCalls = 1322 -VariableMetric: Iteration # 124 - FCN = 297290.368224 Edm = 0.00834802 NCalls = 1325 -VariableMetric: Iteration # 125 - FCN = 297290.3363972 Edm = 0.0176545 NCalls = 1328 -VariableMetric: Iteration # 126 - FCN = 297290.3039188 Edm = 0.0151214 NCalls = 1331 -VariableMetric: Iteration # 127 - FCN = 297290.2655632 Edm = 0.0105308 NCalls = 1333 -VariableMetric: Iteration # 128 - FCN = 297290.2525056 Edm = 0.00612333 NCalls = 1335 -VariableMetric: Iteration # 129 - FCN = 297290.2495925 Edm = 0.00145958 NCalls = 1337 -VariableMetric: Iteration # 130 - FCN = 297290.247702 Edm = 0.00022618 NCalls = 1339 -VariableMetric: Iteration # 131 - FCN = 297290.247311 Edm = 9.92719e-05 NCalls = 1341 -VariableMetric: Iteration # 132 - FCN = 297290.246934 Edm = 0.000143783 NCalls = 1343 -VariableMetric: Iteration # 133 - FCN = 297290.2466071 Edm = 4.85343e-05 NCalls = 1345 -VariableMetric: After Hessian - FCN = 297290.2466071 Edm = 0.000226663 NCalls = 1834 -VariableMetric: Iteration # 134 - FCN = 297290.2466071 Edm = 0.000226663 NCalls = 1834 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312683.107864 Edm = 27.5472 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312683.107864 Edm = 27.5472 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303763.302956 Edm = 2.76235 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303261.9625991 Edm = 2.34123 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 303192.0543253 Edm = 303.554 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 302602.6966864 Edm = 3.61168 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 302598.1803198 Edm = 11.9937 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 302433.2934168 Edm = 48.1805 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 302432.3137852 Edm = 2.52975 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 302380.0279966 Edm = 67.5195 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 301745.3157388 Edm = 68.5193 NCalls = 56 -VariableMetric: Iteration # 10 - FCN = 301576.7415289 Edm = 380.832 NCalls = 60 -VariableMetric: Iteration # 11 - FCN = 301275.8374957 Edm = 17.329 NCalls = 67 -VariableMetric: Iteration # 12 - FCN = 301269.2651661 Edm = 12.9903 NCalls = 69 -VariableMetric: Iteration # 13 - FCN = 301265.5242761 Edm = 1.03537 NCalls = 70 -VariableMetric: Iteration # 14 - FCN = 301210.0269482 Edm = 87.3763 NCalls = 75 -VariableMetric: Iteration # 15 - FCN = 299714.6633368 Edm = 140.574 NCalls = 82 -VariableMetric: Iteration # 16 - FCN = 298978.2494159 Edm = 1.16875 NCalls = 85 -VariableMetric: Iteration # 17 - FCN = 298975.7215891 Edm = 1.35623 NCalls = 87 -VariableMetric: Iteration # 18 - FCN = 298704.7585684 Edm = 49.4485 NCalls = 94 -VariableMetric: Iteration # 19 - FCN = 298704.7585684 Edm = 49.4485 NCalls = 105 -VariableMetric: After Hessian - FCN = 298704.7585684 Edm = 1.67232e+08 NCalls = 574 -VariableMetric: Iteration # 20 - FCN = 298704.7585684 Edm = 1.67232e+08 NCalls = 574 -VariableMetric: Iteration # 21 - FCN = 298704.7585684 Edm = 1.67232e+08 NCalls = 585 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308579.8631401 Edm = 17.0227 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308579.8631401 Edm = 17.0227 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301209.3721125 Edm = 3.97415 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301176.4477907 Edm = 2.31097 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301081.7379305 Edm = 114.846 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300972.9525865 Edm = 107.181 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300900.486362 Edm = 62.3665 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299806.920245 Edm = 374.242 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299509.4203932 Edm = 70.2608 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299471.0531875 Edm = 4.47208 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 299458.8814459 Edm = 5.10385 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 299370.9276129 Edm = 120.907 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 299218.4915297 Edm = 129.826 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297744.6338623 Edm = 2.285 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297741.9901243 Edm = 4.77464 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297725.449443 Edm = 0.61049 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297724.747318 Edm = 0.0388572 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297724.6054395 Edm = 0.11775 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297687.5172618 Edm = 12.9563 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297630.0901116 Edm = 15.2246 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297611.2202039 Edm = 2.80544 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297608.0384332 Edm = 0.185216 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297607.8237404 Edm = 0.0208414 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297607.6951416 Edm = 0.134057 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297601.3322794 Edm = 6.09238 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297520.6259771 Edm = 7.70342 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297511.8803989 Edm = 2.13203 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297509.0013402 Edm = 0.667702 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297508.0503651 Edm = 0.101386 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297507.9350272 Edm = 0.00536486 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297507.9223922 Edm = 0.00637799 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297507.7357453 Edm = 0.171499 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297499.4428616 Edm = 6.64282 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297464.0711699 Edm = 5.9292 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297457.8134492 Edm = 0.726821 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297457.261773 Edm = 0.188556 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297457.1407136 Edm = 0.0498023 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297457.0552918 Edm = 0.00676314 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297457.0370769 Edm = 0.00380746 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297457.0276712 Edm = 0.00494905 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297456.7897858 Edm = 0.238036 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297447.9404289 Edm = 0.618045 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297431.91018 Edm = 6.34365 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297429.2836015 Edm = 5.22448 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297427.1239717 Edm = 0.986125 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297425.2816607 Edm = 0.683698 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297423.3697454 Edm = 2.23132 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297421.4259648 Edm = 1.25208 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297419.784305 Edm = 0.142328 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297419.6147752 Edm = 0.0266523 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297419.5897861 Edm = 0.00959852 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297419.575652 Edm = 0.00203195 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297419.5430913 Edm = 0.0276217 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297419.2353568 Edm = 0.234679 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297416.4260656 Edm = 2.32102 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297404.927417 Edm = 3.22604 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297400.7808061 Edm = 0.591902 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297400.3931968 Edm = 0.0491291 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297400.3230558 Edm = 0.00230815 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297400.3196883 Edm = 0.00079773 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297400.3150781 Edm = 0.00306575 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297400.2863099 Edm = 0.0313964 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297397.1584748 Edm = 2.59514 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297397.1246983 Edm = 0.0170839 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297397.1140032 Edm = 0.00510029 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297397.0805403 Edm = 0.0135043 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297396.8413313 Edm = 0.224803 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297395.2009925 Edm = 2.78504 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297393.3205698 Edm = 5.17198 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297393.1665882 Edm = 0.199528 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297392.8670922 Edm = 0.289228 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297392.1133548 Edm = 0.723645 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297389.9470006 Edm = 5.05022 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297389.9207101 Edm = 0.0399949 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297389.1172296 Edm = 0.639554 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297381.3493186 Edm = 10.0524 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297379.7929953 Edm = 4.1169 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297375.9819588 Edm = 5.66712 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297369.471607 Edm = 1.63358 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297368.1023975 Edm = 0.456107 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297367.8091131 Edm = 0.153951 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297367.3989122 Edm = 0.214955 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297367.0430704 Edm = 0.0905286 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297366.9054136 Edm = 0.00964038 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297366.8908661 Edm = 0.00166087 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297366.8855119 Edm = 0.00354417 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297366.7856508 Edm = 0.0899681 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297363.9711261 Edm = 1.03922 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297362.2066513 Edm = 0.173721 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297362.0405433 Edm = 0.00358455 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297362.035907 Edm = 0.000583337 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297362.0323855 Edm = 0.00298931 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297361.9683137 Edm = 0.0578833 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297361.1722905 Edm = 0.753515 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297358.5091246 Edm = 0.166045 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297358.3793724 Edm = 0.0277335 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297358.3592547 Edm = 0.00051845 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297358.358738 Edm = 2.9083e-05 NCalls = 311 -VariableMetric: After Hessian - FCN = 297358.358738 Edm = 147.931 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297358.358738 Edm = 147.931 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297357.2557705 Edm = 190.559 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297357.0242187 Edm = 1.37593 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297356.1672852 Edm = 0.105083 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297354.9305638 Edm = 0.745914 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297354.9114108 Edm = 0.0467046 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297354.9100489 Edm = 8.00358 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297352.3952868 Edm = 2.45378 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297351.5673812 Edm = 5.43469 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297350.2378402 Edm = 2.43053 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297349.9212335 Edm = 1.88901 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297349.3554794 Edm = 0.566885 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297349.1480101 Edm = 0.726288 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297348.9004858 Edm = 0.256423 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297348.5924874 Edm = 0.248414 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297348.2678314 Edm = 0.213684 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297348.1532482 Edm = 1.12822 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297347.9988104 Edm = 0.097843 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297347.7746827 Edm = 0.152122 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297347.6207159 Edm = 0.0663269 NCalls = 832 -VariableMetric: Iteration # 117 - FCN = 297347.5686631 Edm = 0.110569 NCalls = 834 -VariableMetric: Iteration # 118 - FCN = 297347.4999159 Edm = 0.0285924 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297347.448559 Edm = 0.0395644 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297347.3914194 Edm = 0.0301358 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297347.3389267 Edm = 0.0370272 NCalls = 844 -VariableMetric: Iteration # 122 - FCN = 297347.2991055 Edm = 0.0370486 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297347.2630678 Edm = 0.0274885 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297347.2323689 Edm = 0.0121026 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297347.223718 Edm = 0.02466 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297347.2161188 Edm = 0.00547617 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297347.2048254 Edm = 0.00699044 NCalls = 858 -VariableMetric: Iteration # 128 - FCN = 297347.1919661 Edm = 0.00741138 NCalls = 860 -VariableMetric: Iteration # 129 - FCN = 297347.183288 Edm = 0.00832841 NCalls = 862 -VariableMetric: Iteration # 130 - FCN = 297347.1677667 Edm = 0.0142582 NCalls = 866 -VariableMetric: Iteration # 131 - FCN = 297347.1512815 Edm = 0.0106749 NCalls = 870 -VariableMetric: Iteration # 132 - FCN = 297347.143566 Edm = 0.00836347 NCalls = 873 -VariableMetric: Iteration # 133 - FCN = 297347.1343967 Edm = 0.00324412 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297347.1311588 Edm = 0.00271364 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297347.1293603 Edm = 0.000938895 NCalls = 880 -VariableMetric: Iteration # 136 - FCN = 297347.1268642 Edm = 0.000744342 NCalls = 882 -VariableMetric: Iteration # 137 - FCN = 297347.1235847 Edm = 0.00358993 NCalls = 884 -VariableMetric: Iteration # 138 - FCN = 297347.1166856 Edm = 0.00523952 NCalls = 887 -VariableMetric: Iteration # 139 - FCN = 297347.1003465 Edm = 0.00890047 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297347.0777962 Edm = 0.0146436 NCalls = 892 -VariableMetric: Iteration # 141 - FCN = 297347.0581755 Edm = 0.0170504 NCalls = 894 -VariableMetric: Iteration # 142 - FCN = 297347.0449738 Edm = 0.0130478 NCalls = 897 -VariableMetric: Iteration # 143 - FCN = 297347.0308924 Edm = 0.0103624 NCalls = 899 -VariableMetric: Iteration # 144 - FCN = 297347.0144129 Edm = 0.0059931 NCalls = 901 -VariableMetric: Iteration # 145 - FCN = 297347.0042445 Edm = 0.00264134 NCalls = 903 -VariableMetric: Iteration # 146 - FCN = 297347.0002519 Edm = 0.00186738 NCalls = 905 -VariableMetric: Iteration # 147 - FCN = 297346.997775 Edm = 0.00121466 NCalls = 907 -VariableMetric: Iteration # 148 - FCN = 297346.9941748 Edm = 0.0018801 NCalls = 909 -VariableMetric: Iteration # 149 - FCN = 297346.9848725 Edm = 0.00422741 NCalls = 911 -VariableMetric: Iteration # 150 - FCN = 297346.9719995 Edm = 0.00569827 NCalls = 913 -VariableMetric: Iteration # 151 - FCN = 297346.9634124 Edm = 0.00702908 NCalls = 916 -VariableMetric: Iteration # 152 - FCN = 297346.9452662 Edm = 0.0142067 NCalls = 919 -VariableMetric: Iteration # 153 - FCN = 297346.9327643 Edm = 0.0169936 NCalls = 922 -VariableMetric: Iteration # 154 - FCN = 297346.8891313 Edm = 0.0313022 NCalls = 926 -VariableMetric: Iteration # 155 - FCN = 297346.871405 Edm = 0.0226833 NCalls = 928 -VariableMetric: Iteration # 156 - FCN = 297346.8515742 Edm = 0.0221155 NCalls = 931 -VariableMetric: Iteration # 157 - FCN = 297346.8369937 Edm = 0.00520128 NCalls = 934 -VariableMetric: Iteration # 158 - FCN = 297346.8282295 Edm = 0.00632806 NCalls = 937 -VariableMetric: Iteration # 159 - FCN = 297346.8219723 Edm = 0.00692668 NCalls = 940 -VariableMetric: Iteration # 160 - FCN = 297346.8140733 Edm = 0.00236368 NCalls = 943 -VariableMetric: Iteration # 161 - FCN = 297346.809705 Edm = 0.00138439 NCalls = 945 -VariableMetric: Iteration # 162 - FCN = 297346.8086782 Edm = 0.000921877 NCalls = 947 -VariableMetric: Iteration # 163 - FCN = 297346.8073562 Edm = 0.000890632 NCalls = 949 -VariableMetric: Iteration # 164 - FCN = 297346.8066535 Edm = 0.000584229 NCalls = 951 -VariableMetric: Iteration # 165 - FCN = 297346.8057203 Edm = 0.000428028 NCalls = 953 -VariableMetric: Iteration # 166 - FCN = 297346.8045621 Edm = 0.000832246 NCalls = 955 -VariableMetric: Iteration # 167 - FCN = 297346.8019803 Edm = 0.00216279 NCalls = 957 -VariableMetric: Iteration # 168 - FCN = 297346.7961204 Edm = 0.00293373 NCalls = 961 -VariableMetric: Iteration # 169 - FCN = 297346.7904814 Edm = 0.0032801 NCalls = 964 -VariableMetric: Iteration # 170 - FCN = 297346.785918 Edm = 0.00208742 NCalls = 967 -VariableMetric: Iteration # 171 - FCN = 297346.7848781 Edm = 0.00089449 NCalls = 969 -VariableMetric: Iteration # 172 - FCN = 297346.7840176 Edm = 0.00046622 NCalls = 971 -VariableMetric: Iteration # 173 - FCN = 297346.7835734 Edm = 0.000234216 NCalls = 973 -VariableMetric: Iteration # 174 - FCN = 297346.7828358 Edm = 0.000438493 NCalls = 976 -VariableMetric: Iteration # 175 - FCN = 297346.7803173 Edm = 0.00121147 NCalls = 979 -VariableMetric: Iteration # 176 - FCN = 297346.7782282 Edm = 0.00148844 NCalls = 981 -VariableMetric: Iteration # 177 - FCN = 297346.7733153 Edm = 0.00438365 NCalls = 985 -VariableMetric: Iteration # 178 - FCN = 297346.7618545 Edm = 0.0077403 NCalls = 990 -VariableMetric: Iteration # 179 - FCN = 297346.7532385 Edm = 0.00473691 NCalls = 993 -VariableMetric: Iteration # 180 - FCN = 297346.7472486 Edm = 0.00404514 NCalls = 996 -VariableMetric: Iteration # 181 - FCN = 297346.7407222 Edm = 0.00481457 NCalls = 999 -VariableMetric: Iteration # 182 - FCN = 297346.7386554 Edm = 0.00230507 NCalls = 1002 -VariableMetric: Iteration # 183 - FCN = 297346.7368126 Edm = 0.000822082 NCalls = 1004 -VariableMetric: Iteration # 184 - FCN = 297346.7361331 Edm = 0.00016661 NCalls = 1006 -VariableMetric: Iteration # 185 - FCN = 297346.7359744 Edm = 2.61305e-05 NCalls = 1008 -VariableMetric: After Hessian - FCN = 297346.7359744 Edm = 0.0018518 NCalls = 1505 -VariableMetric: Iteration # 186 - FCN = 297346.7359744 Edm = 0.0018518 NCalls = 1505 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309511.3598032 Edm = 23.9784 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309511.3598032 Edm = 23.9784 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299328.7455586 Edm = 2.08119 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298767.972772 Edm = 158.525 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298702.4721667 Edm = 0.758584 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298683.9406067 Edm = 25.4051 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298671.1036377 Edm = 12.1929 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298547.9205097 Edm = 81.5446 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298065.6222261 Edm = 191.873 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297837.1416478 Edm = 18.0635 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297821.255152 Edm = 0.468515 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297820.114114 Edm = 1.27383 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297734.1073438 Edm = 40.825 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297646.7176978 Edm = 2.8221 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297643.5192139 Edm = 0.244399 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297643.0548489 Edm = 0.337074 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297557.6555527 Edm = 18.9859 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297526.3928108 Edm = 1.50024 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297524.9832261 Edm = 0.0195487 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297524.8007434 Edm = 0.160104 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297443.2888759 Edm = 46.9516 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297402.7238605 Edm = 8.29756 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297396.0139085 Edm = 0.178612 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297395.8270499 Edm = 0.0168053 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297395.7689948 Edm = 0.03091 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297385.3312108 Edm = 8.74203 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297315.6324153 Edm = 19.3871 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297277.5537759 Edm = 9.87892 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297261.0340795 Edm = 0.901654 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297260.3153048 Edm = 0.276334 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297260.1331483 Edm = 0.00687431 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297260.1229022 Edm = 0.00228618 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297260.1174543 Edm = 0.0041886 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297259.8432294 Edm = 0.256421 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297252.1080616 Edm = 1.22598 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297250.4243566 Edm = 0.166176 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297250.1900355 Edm = 0.077944 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297250.1339894 Edm = 0.00844074 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297250.1256324 Edm = 0.00114176 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297250.1215009 Edm = 0.00325318 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297249.6732584 Edm = 0.416851 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297244.5684155 Edm = 1.82679 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297243.9292656 Edm = 1.36626 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297241.3759372 Edm = 1.27713 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297238.7272592 Edm = 3.39057 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297233.9073102 Edm = 2.13207 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297232.1891953 Edm = 3.52335 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297230.7693049 Edm = 0.564162 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297230.3491934 Edm = 0.0441238 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297230.3169985 Edm = 0.00588266 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297230.307631 Edm = 0.00398433 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297230.2693293 Edm = 0.0366994 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297229.7964547 Edm = 0.417057 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297219.6646935 Edm = 1.66005 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297218.1031266 Edm = 0.728725 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297217.5181782 Edm = 0.121876 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297217.3248161 Edm = 0.0103497 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297217.3139034 Edm = 0.00270437 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297217.3119539 Edm = 0.000599373 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297217.309904 Edm = 0.00179066 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297217.1687388 Edm = 0.12293 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297214.0996555 Edm = 2.4387 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297208.7270239 Edm = 0.390269 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297208.3527098 Edm = 0.0479873 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297208.3179628 Edm = 0.00438986 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297208.3125451 Edm = 0.00164397 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297208.3073589 Edm = 0.00464523 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297208.2334394 Edm = 0.0741026 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297208.18475 Edm = 0.0447633 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297204.099692 Edm = 1.80957 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297200.3472277 Edm = 0.419477 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297199.9925844 Edm = 0.112967 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297199.883778 Edm = 0.00809763 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297199.8744423 Edm = 0.00061669 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297199.8735995 Edm = 0.000216754 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297199.8729664 Edm = 0.000381072 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297199.8612937 Edm = 0.0113009 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297199.3527451 Edm = 0.312411 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297198.492804 Edm = 0.14717 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297198.3406653 Edm = 0.00892408 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297198.3313229 Edm = 0.000292382 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297198.3309515 Edm = 9.10207e-05 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297198.3273555 Edm = 0.00330259 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297198.1691129 Edm = 0.122015 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297197.4585999 Edm = 0.209517 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297197.188365 Edm = 0.0207497 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297197.169389 Edm = 0.000442748 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297197.1689201 Edm = 3.6666e-05 NCalls = 269 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311915.7764946 Edm = 54.7925 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311915.7764946 Edm = 54.7925 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299872.9909423 Edm = 1.53663 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299830.8512507 Edm = 1.90116 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299181.831659 Edm = 510.029 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298781.512509 Edm = 33.4216 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298755.4955122 Edm = 0.283823 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298715.728518 Edm = 42.2992 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298707.5158247 Edm = 8.41829 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298660.8782158 Edm = 31.5767 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298554.9887993 Edm = 0.35893 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298552.5352468 Edm = 2.1285 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298089.1895279 Edm = 106.668 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 298014.4403463 Edm = 677.777 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297945.4955615 Edm = 525.474 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297903.5050913 Edm = 227.528 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297731.04728 Edm = 97.8435 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297536.6233931 Edm = 5.08937 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297530.0440113 Edm = 4.73062 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297522.1394164 Edm = 1.00892 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297509.5334773 Edm = 3.62537 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297504.9099119 Edm = 3.99768 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297502.6991667 Edm = 0.574003 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297501.3044012 Edm = 0.167912 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297501.0866295 Edm = 0.108702 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297500.7625742 Edm = 0.244288 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297499.9982696 Edm = 0.962477 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297499.6390736 Edm = 0.627492 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297499.332692 Edm = 0.854058 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297498.6769984 Edm = 0.0869723 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297498.5634571 Edm = 0.0491344 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297498.4034104 Edm = 0.192099 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297490.0965411 Edm = 3.83572 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297488.5247635 Edm = 8.13678 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297478.9966326 Edm = 3.02543 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297469.4626714 Edm = 6.17126 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297464.1437843 Edm = 2.02812 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297459.0415714 Edm = 1.16397 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297457.033568 Edm = 2.55767 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297446.7842689 Edm = 6.54701 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297438.3744889 Edm = 0.886057 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297437.6942452 Edm = 0.479811 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297437.4492676 Edm = 0.0828978 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297436.2104296 Edm = 1.11415 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297436.0527318 Edm = 0.497249 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297434.5463307 Edm = 1.83072 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297432.458363 Edm = 1.24665 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297431.1672426 Edm = 0.0686197 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297431.0896686 Edm = 0.0117352 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297431.0689442 Edm = 0.0654876 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297431.0250126 Edm = 0.0588256 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297430.0459994 Edm = 0.885555 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297397.0730548 Edm = 7.63592 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297393.7783631 Edm = 0.752309 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297393.2805967 Edm = 0.0266907 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297393.213021 Edm = 0.0232757 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297393.1778451 Edm = 0.00558121 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297393.1662897 Edm = 0.00648547 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297393.013293 Edm = 0.13571 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297390.4449156 Edm = 2.502 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297370.9144107 Edm = 7.40864 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297369.2417553 Edm = 3.21291 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297366.0068697 Edm = 1.45064 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297365.3114324 Edm = 0.51114 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297364.7681186 Edm = 0.415989 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297360.2434534 Edm = 3.48478 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297360.138143 Edm = 0.591934 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297357.5636936 Edm = 1.26434 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297354.557021 Edm = 1.35082 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297353.421249 Edm = 0.700118 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297353.0089261 Edm = 0.135319 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297352.8428679 Edm = 0.0144765 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297352.8278064 Edm = 0.00360014 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297352.7914341 Edm = 0.0326578 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297351.2130166 Edm = 1.30982 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297340.3367892 Edm = 7.07759 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297336.3309715 Edm = 1.89587 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297335.1556848 Edm = 0.265363 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297334.8552914 Edm = 0.0613765 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297334.778068 Edm = 0.00810107 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297334.7638082 Edm = 0.00826324 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297334.6505816 Edm = 0.0743473 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297334.1397261 Edm = 0.355386 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297320.1288503 Edm = 5.54533 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297312.7920401 Edm = 1.18048 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297311.7394389 Edm = 1.37184 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297310.7454425 Edm = 0.179134 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297310.2855503 Edm = 0.0991641 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297309.7565987 Edm = 0.256872 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297309.3971013 Edm = 0.118931 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297309.3067689 Edm = 0.0151957 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297309.2788302 Edm = 0.0106845 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297309.2704615 Edm = 0.00317303 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297309.2651724 Edm = 0.00318322 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297309.246109 Edm = 0.0200627 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297309.1228451 Edm = 0.106198 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297300.2446754 Edm = 2.44285 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297298.2204518 Edm = 1.02225 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297297.2446119 Edm = 0.117481 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297297.1053221 Edm = 0.0179493 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297297.0893452 Edm = 0.00382975 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297297.0814476 Edm = 0.00277136 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297297.0773897 Edm = 0.00104299 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297297.0719907 Edm = 0.00478832 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297297.0571993 Edm = 0.010148 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297297.0170439 Edm = 0.0261372 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297296.8226249 Edm = 0.186117 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297294.2136232 Edm = 1.40955 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297292.4740283 Edm = 2.66526 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297291.2155056 Edm = 0.4891 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297290.1522059 Edm = 0.688144 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297289.4883145 Edm = 0.329476 NCalls = 352 -VariableMetric: Iteration # 111 - FCN = 297289.2908024 Edm = 0.0356862 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297289.2460648 Edm = 0.0116443 NCalls = 355 -VariableMetric: Iteration # 113 - FCN = 297289.2096727 Edm = 0.00811461 NCalls = 358 -VariableMetric: Iteration # 114 - FCN = 297289.2008069 Edm = 0.00131136 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297289.198087 Edm = 0.0011135 NCalls = 362 -VariableMetric: Iteration # 116 - FCN = 297289.1957722 Edm = 0.000450446 NCalls = 364 -VariableMetric: Iteration # 117 - FCN = 297289.1945393 Edm = 0.000854657 NCalls = 366 -VariableMetric: Iteration # 118 - FCN = 297289.1752762 Edm = 0.0188688 NCalls = 371 -VariableMetric: Iteration # 119 - FCN = 297287.5390848 Edm = 1.42759 NCalls = 377 -VariableMetric: Iteration # 120 - FCN = 297287.4504798 Edm = 0.159567 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297287.0742491 Edm = 0.577959 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297286.1268591 Edm = 1.1908 NCalls = 390 -VariableMetric: Iteration # 123 - FCN = 297286.034103 Edm = 0.131048 NCalls = 393 -VariableMetric: Iteration # 124 - FCN = 297285.3264456 Edm = 0.471377 NCalls = 399 -VariableMetric: Iteration # 125 - FCN = 297283.7097212 Edm = 0.709096 NCalls = 401 -VariableMetric: Iteration # 126 - FCN = 297283.1104613 Edm = 0.327955 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297282.7110854 Edm = 0.11316 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297282.4830881 Edm = 0.149933 NCalls = 408 -VariableMetric: Iteration # 129 - FCN = 297282.3246707 Edm = 0.125873 NCalls = 410 -VariableMetric: Iteration # 130 - FCN = 297282.2032262 Edm = 0.0259283 NCalls = 413 -VariableMetric: Iteration # 131 - FCN = 297282.1540405 Edm = 0.00378146 NCalls = 415 -VariableMetric: Iteration # 132 - FCN = 297282.1483833 Edm = 0.000721277 NCalls = 417 -VariableMetric: Iteration # 133 - FCN = 297282.1477035 Edm = 0.000258476 NCalls = 419 -VariableMetric: Iteration # 134 - FCN = 297282.1472167 Edm = 0.000248683 NCalls = 421 -VariableMetric: Iteration # 135 - FCN = 297282.1457069 Edm = 0.0013965 NCalls = 424 -VariableMetric: Iteration # 136 - FCN = 297282.1163004 Edm = 0.0224556 NCalls = 429 -VariableMetric: Iteration # 137 - FCN = 297281.7897516 Edm = 0.246678 NCalls = 433 -VariableMetric: Iteration # 138 - FCN = 297281.0137669 Edm = 0.706285 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297280.672387 Edm = 0.193574 NCalls = 439 -VariableMetric: Iteration # 140 - FCN = 297280.4211238 Edm = 0.0602715 NCalls = 441 -VariableMetric: Iteration # 141 - FCN = 297280.3215107 Edm = 0.0224675 NCalls = 443 -VariableMetric: Iteration # 142 - FCN = 297280.2828889 Edm = 0.024334 NCalls = 446 -VariableMetric: Iteration # 143 - FCN = 297280.2603461 Edm = 0.00247305 NCalls = 448 -VariableMetric: Iteration # 144 - FCN = 297280.2572837 Edm = 0.000230578 NCalls = 450 -VariableMetric: Iteration # 145 - FCN = 297280.2569959 Edm = 6.61992e-05 NCalls = 452 -VariableMetric: After Hessian - FCN = 297280.2569959 Edm = 81.6159 NCalls = 931 -VariableMetric: Iteration # 146 - FCN = 297280.2569959 Edm = 81.6159 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 297280.042799 Edm = 689.17 NCalls = 933 -VariableMetric: Iteration # 148 - FCN = 297280.0086969 Edm = 11025.9 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297279.9610417 Edm = 2521.85 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297279.5388576 Edm = 13917.6 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297279.4647631 Edm = 586.744 NCalls = 954 -VariableMetric: Iteration # 152 - FCN = 297279.0671354 Edm = 748.011 NCalls = 958 -VariableMetric: Iteration # 153 - FCN = 297278.8750339 Edm = 320.119 NCalls = 962 -VariableMetric: Iteration # 154 - FCN = 297278.7866515 Edm = 134.096 NCalls = 966 -VariableMetric: Iteration # 155 - FCN = 297278.718836 Edm = 183.46 NCalls = 969 -VariableMetric: Iteration # 156 - FCN = 297278.6676126 Edm = 185.034 NCalls = 972 -VariableMetric: Iteration # 157 - FCN = 297278.4089953 Edm = 141.36 NCalls = 975 -VariableMetric: Iteration # 158 - FCN = 297278.1575651 Edm = 139.332 NCalls = 978 -VariableMetric: Iteration # 159 - FCN = 297277.9939121 Edm = 110.999 NCalls = 981 -VariableMetric: Iteration # 160 - FCN = 297277.6854613 Edm = 9.1295 NCalls = 984 -VariableMetric: Iteration # 161 - FCN = 297276.9877624 Edm = 47.0897 NCalls = 986 -VariableMetric: Iteration # 162 - FCN = 297276.3622225 Edm = 13.4247 NCalls = 988 -VariableMetric: Iteration # 163 - FCN = 297275.9306466 Edm = 2.86644 NCalls = 990 -VariableMetric: Iteration # 164 - FCN = 297275.794279 Edm = 0.563643 NCalls = 992 -VariableMetric: Iteration # 165 - FCN = 297275.6695201 Edm = 1.33638 NCalls = 994 -VariableMetric: Iteration # 166 - FCN = 297275.5229107 Edm = 1.90976 NCalls = 996 -VariableMetric: Iteration # 167 - FCN = 297275.3797078 Edm = 1.12256 NCalls = 998 -VariableMetric: Iteration # 168 - FCN = 297275.2766668 Edm = 0.161685 NCalls = 1000 -VariableMetric: Iteration # 169 - FCN = 297275.2585813 Edm = 0.176676 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297275.2031331 Edm = 0.183718 NCalls = 1004 -VariableMetric: Iteration # 171 - FCN = 297275.1894389 Edm = 0.0317681 NCalls = 1006 -VariableMetric: Iteration # 172 - FCN = 297275.1645735 Edm = 0.00612732 NCalls = 1008 -VariableMetric: Iteration # 173 - FCN = 297275.1581872 Edm = 0.00052736 NCalls = 1010 -VariableMetric: Iteration # 174 - FCN = 297275.1576092 Edm = 3.65159e-05 NCalls = 1012 -VariableMetric: After Hessian - FCN = 297275.1576092 Edm = 3.49079e-05 NCalls = 1495 -VariableMetric: Iteration # 175 - FCN = 297275.1576092 Edm = 3.49079e-05 NCalls = 1495 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335840.9088281 Edm = 2102.59 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335840.9088281 Edm = 2102.59 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321677.7068359 Edm = 109.221 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 302961.013786 Edm = 72.9651 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 302899.2051922 Edm = 106.204 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298397.3187767 Edm = 830.373 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 297845.9591588 Edm = 173.286 NCalls = 17 -VariableMetric: Iteration # 6 - FCN = 297728.494114 Edm = 0.836577 NCalls = 19 -VariableMetric: Iteration # 7 - FCN = 297724.6274407 Edm = 2.71632 NCalls = 21 -VariableMetric: Iteration # 8 - FCN = 297625.8971021 Edm = 64.7174 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 297449.7929632 Edm = 9.1608 NCalls = 29 -VariableMetric: Iteration # 10 - FCN = 297435.9721992 Edm = 0.651029 NCalls = 31 -VariableMetric: Iteration # 11 - FCN = 297435.1915298 Edm = 0.0489462 NCalls = 33 -VariableMetric: Iteration # 12 - FCN = 297434.0773442 Edm = 1.01062 NCalls = 37 -VariableMetric: Iteration # 13 - FCN = 297334.4828781 Edm = 27.6581 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297290.5730519 Edm = 19.7063 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297266.710329 Edm = 4.84392 NCalls = 49 -VariableMetric: Iteration # 16 - FCN = 297260.4421125 Edm = 1.83925 NCalls = 51 -VariableMetric: Iteration # 17 - FCN = 297259.8167594 Edm = 0.10257 NCalls = 53 -VariableMetric: Iteration # 18 - FCN = 297259.6887745 Edm = 0.0151478 NCalls = 55 -VariableMetric: Iteration # 19 - FCN = 297259.6516322 Edm = 0.0129317 NCalls = 57 -VariableMetric: Iteration # 20 - FCN = 297259.3718502 Edm = 0.25656 NCalls = 61 -VariableMetric: Iteration # 21 - FCN = 297252.7525615 Edm = 7.02258 NCalls = 66 -VariableMetric: Iteration # 22 - FCN = 297228.7241523 Edm = 26.2879 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297210.9736398 Edm = 8.23586 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297197.111743 Edm = 1.80982 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297191.8104036 Edm = 0.133895 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297191.6250438 Edm = 0.0372525 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297191.5663201 Edm = 0.0358562 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297191.5249569 Edm = 0.00243714 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297191.499319 Edm = 0.0236008 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297187.7428249 Edm = 0.372246 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297175.7804137 Edm = 2.21862 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297171.2194173 Edm = 0.180192 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297171.0287269 Edm = 0.0451974 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297170.9738129 Edm = 0.00380499 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297170.9696451 Edm = 0.000426891 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297170.9680323 Edm = 0.00125223 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297170.8561532 Edm = 0.098562 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297169.3124607 Edm = 0.623746 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297168.6253856 Edm = 0.931805 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297167.7774813 Edm = 0.256728 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297166.8823942 Edm = 0.899774 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297164.1977197 Edm = 3.70539 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297163.9500124 Edm = 2.34359 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297160.4257001 Edm = 1.75164 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297158.5635361 Edm = 1.30777 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297157.4772829 Edm = 2.01331 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297155.4858116 Edm = 1.53502 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297154.8481084 Edm = 0.272521 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297154.487625 Edm = 0.0362375 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297154.4600023 Edm = 0.00456848 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297154.4570716 Edm = 0.00215149 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297154.4520877 Edm = 0.00303716 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297154.3031088 Edm = 0.146533 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297152.5074749 Edm = 0.212777 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297152.3091931 Edm = 0.0104123 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297152.3017574 Edm = 0.000299475 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297152.3012826 Edm = 0.000136946 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297152.3000923 Edm = 0.00105823 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297152.2147207 Edm = 0.0835689 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297150.8867126 Edm = 0.0452336 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297150.8471799 Edm = 0.00272779 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297150.8449895 Edm = 0.000169985 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297150.8445725 Edm = 0.000154742 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297150.8395937 Edm = 0.00521915 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297150.5796138 Edm = 0.0265844 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297149.6676047 Edm = 0.180728 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297149.4242458 Edm = 0.0725022 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297149.3660741 Edm = 0.00352448 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297149.3593081 Edm = 0.00092263 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297149.3580749 Edm = 5.90458e-05 NCalls = 225 -VariableMetric: After Hessian - FCN = 297149.3580749 Edm = 592.025 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297149.3580749 Edm = 592.025 NCalls = 704 -VariableMetric: Iteration # 72 - FCN = 297141.9914703 Edm = 2555.45 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297140.3420642 Edm = 2.38073 NCalls = 715 -VariableMetric: Iteration # 74 - FCN = 297138.0009866 Edm = 0.690762 NCalls = 718 -VariableMetric: Iteration # 75 - FCN = 297135.9126418 Edm = 0.759581 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297134.6968216 Edm = 0.925414 NCalls = 724 -VariableMetric: Iteration # 77 - FCN = 297133.6707 Edm = 0.294045 NCalls = 727 -VariableMetric: Iteration # 78 - FCN = 297133.2621954 Edm = 0.195898 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297132.6906356 Edm = 0.114061 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297132.5028223 Edm = 0.0565974 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297132.1372453 Edm = 0.057833 NCalls = 736 -VariableMetric: Iteration # 82 - FCN = 297132.0072582 Edm = 0.0678318 NCalls = 738 -VariableMetric: Iteration # 83 - FCN = 297131.7347535 Edm = 0.110211 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297131.5523271 Edm = 0.0617498 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297131.3582869 Edm = 0.164608 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297131.0739225 Edm = 0.097327 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297130.9084404 Edm = 0.11089 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297130.7583036 Edm = 0.104854 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297130.6657189 Edm = 0.033668 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297130.5932148 Edm = 0.0321675 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297130.5340198 Edm = 0.0137194 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297130.5105756 Edm = 0.00582713 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297130.478013 Edm = 0.0179187 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297130.4421568 Edm = 0.00842705 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297130.41026 Edm = 0.0209095 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297130.3000031 Edm = 0.0404552 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297130.2736144 Edm = 0.0216842 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297130.2054518 Edm = 0.0867758 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297130.1858542 Edm = 0.0175026 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297130.103668 Edm = 0.0256563 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297130.0492927 Edm = 0.0271409 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297130.0223776 Edm = 0.0425747 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297129.9696769 Edm = 0.0138194 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297129.9473212 Edm = 0.00971278 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297129.8828306 Edm = 0.0543336 NCalls = 796 -VariableMetric: Iteration # 106 - FCN = 297129.850967 Edm = 0.0423631 NCalls = 798 -VariableMetric: Iteration # 107 - FCN = 297129.7940479 Edm = 0.0448944 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297129.7578828 Edm = 0.0145479 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297129.6846475 Edm = 0.034331 NCalls = 807 -VariableMetric: Iteration # 110 - FCN = 297129.5754269 Edm = 0.034255 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297129.5393131 Edm = 0.0922626 NCalls = 812 -VariableMetric: Iteration # 112 - FCN = 297129.4989961 Edm = 0.0229509 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297129.4323504 Edm = 0.0302997 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297129.3567052 Edm = 0.0191823 NCalls = 820 -VariableMetric: Iteration # 115 - FCN = 297129.3338089 Edm = 0.0234603 NCalls = 822 -VariableMetric: Iteration # 116 - FCN = 297129.3055107 Edm = 0.0239674 NCalls = 824 -VariableMetric: Iteration # 117 - FCN = 297129.2668899 Edm = 0.0329436 NCalls = 826 -VariableMetric: Iteration # 118 - FCN = 297129.2169436 Edm = 0.023599 NCalls = 830 -VariableMetric: Iteration # 119 - FCN = 297129.2009109 Edm = 0.0125907 NCalls = 832 -VariableMetric: Iteration # 120 - FCN = 297129.1778834 Edm = 0.00756166 NCalls = 835 -VariableMetric: Iteration # 121 - FCN = 297129.1622815 Edm = 0.00332356 NCalls = 837 -VariableMetric: Iteration # 122 - FCN = 297129.1579265 Edm = 0.00194481 NCalls = 840 -VariableMetric: Iteration # 123 - FCN = 297129.1535141 Edm = 0.0014279 NCalls = 842 -VariableMetric: Iteration # 124 - FCN = 297129.1507803 Edm = 0.000913248 NCalls = 844 -VariableMetric: Iteration # 125 - FCN = 297129.1484577 Edm = 0.00169982 NCalls = 846 -VariableMetric: Iteration # 126 - FCN = 297129.1421684 Edm = 0.00178255 NCalls = 849 -VariableMetric: Iteration # 127 - FCN = 297129.1382949 Edm = 0.00144621 NCalls = 851 -VariableMetric: Iteration # 128 - FCN = 297129.129346 Edm = 0.00442221 NCalls = 854 -VariableMetric: Iteration # 129 - FCN = 297129.1159993 Edm = 0.00503541 NCalls = 857 -VariableMetric: Iteration # 130 - FCN = 297129.1036865 Edm = 0.00589858 NCalls = 859 -VariableMetric: Iteration # 131 - FCN = 297129.0905738 Edm = 0.00885491 NCalls = 862 -VariableMetric: Iteration # 132 - FCN = 297129.0774915 Edm = 0.00448578 NCalls = 865 -VariableMetric: Iteration # 133 - FCN = 297129.0698903 Edm = 0.00547527 NCalls = 868 -VariableMetric: Iteration # 134 - FCN = 297129.0637861 Edm = 0.00522894 NCalls = 870 -VariableMetric: Iteration # 135 - FCN = 297129.0520553 Edm = 0.00530166 NCalls = 874 -VariableMetric: Iteration # 136 - FCN = 297129.0438729 Edm = 0.00150995 NCalls = 876 -VariableMetric: Iteration # 137 - FCN = 297129.0418599 Edm = 0.00160526 NCalls = 879 -VariableMetric: Iteration # 138 - FCN = 297129.0389923 Edm = 0.00158475 NCalls = 882 -VariableMetric: Iteration # 139 - FCN = 297129.0303077 Edm = 0.009634 NCalls = 884 -VariableMetric: Iteration # 140 - FCN = 297129.0267706 Edm = 0.00280499 NCalls = 887 -VariableMetric: Iteration # 141 - FCN = 297129.0148655 Edm = 0.00379243 NCalls = 890 -VariableMetric: Iteration # 142 - FCN = 297129.0085215 Edm = 0.0083671 NCalls = 893 -VariableMetric: Iteration # 143 - FCN = 297128.9933776 Edm = 0.0120017 NCalls = 896 -VariableMetric: Iteration # 144 - FCN = 297128.9765225 Edm = 0.0209718 NCalls = 899 -VariableMetric: Iteration # 145 - FCN = 297128.9654297 Edm = 0.00237575 NCalls = 901 -VariableMetric: Iteration # 146 - FCN = 297128.9625488 Edm = 0.00104818 NCalls = 903 -VariableMetric: Iteration # 147 - FCN = 297128.9608513 Edm = 0.000647282 NCalls = 905 -VariableMetric: Iteration # 148 - FCN = 297128.9588763 Edm = 0.000706045 NCalls = 907 -VariableMetric: Iteration # 149 - FCN = 297128.9551241 Edm = 0.00138655 NCalls = 909 -VariableMetric: Iteration # 150 - FCN = 297128.9529746 Edm = 0.000773719 NCalls = 911 -VariableMetric: Iteration # 151 - FCN = 297128.9521069 Edm = 0.000624678 NCalls = 913 -VariableMetric: Iteration # 152 - FCN = 297128.9485931 Edm = 0.000861974 NCalls = 918 -VariableMetric: Iteration # 153 - FCN = 297128.9473576 Edm = 0.000398243 NCalls = 920 -VariableMetric: Iteration # 154 - FCN = 297128.9468763 Edm = 0.000395567 NCalls = 922 -VariableMetric: Iteration # 155 - FCN = 297128.9441767 Edm = 0.000910198 NCalls = 926 -VariableMetric: Iteration # 156 - FCN = 297128.9421832 Edm = 0.000326395 NCalls = 928 -VariableMetric: Iteration # 157 - FCN = 297128.94158 Edm = 0.000208609 NCalls = 930 -VariableMetric: Iteration # 158 - FCN = 297128.9401666 Edm = 0.00125644 NCalls = 933 -VariableMetric: Iteration # 159 - FCN = 297128.9364964 Edm = 0.00145064 NCalls = 937 -VariableMetric: Iteration # 160 - FCN = 297128.934824 Edm = 0.00013571 NCalls = 939 -VariableMetric: Iteration # 161 - FCN = 297128.9347057 Edm = 3.78032e-05 NCalls = 941 -VariableMetric: After Hessian - FCN = 297128.9347057 Edm = 0.0199503 NCalls = 1430 -VariableMetric: Iteration # 162 - FCN = 297128.9347057 Edm = 0.0199503 NCalls = 1430 -VariableMetric: Iteration # 163 - FCN = 297128.9342215 Edm = 0.00144926 NCalls = 1433 -VariableMetric: Iteration # 164 - FCN = 297128.9333795 Edm = 0.000453711 NCalls = 1435 -VariableMetric: Iteration # 165 - FCN = 297128.9330935 Edm = 5.6758e-05 NCalls = 1437 -VariableMetric: Iteration # 166 - FCN = 297128.9328976 Edm = 1.75338e-05 NCalls = 1439 -VariableMetric: After Hessian - FCN = 297128.9328976 Edm = 3.00918e-05 NCalls = 1926 -VariableMetric: Iteration # 167 - FCN = 297128.9328976 Edm = 3.00918e-05 NCalls = 1926 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317661.155406 Edm = 33.7444 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317661.155406 Edm = 33.7444 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299479.9954103 Edm = 30.3274 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299391.5332896 Edm = 2790.87 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299363.2213726 Edm = 2.54535 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298589.4207284 Edm = 350.032 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298023.8921559 Edm = 163.43 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297978.8523045 Edm = 28.8753 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297954.644391 Edm = 7.35557 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297897.6930637 Edm = 52.3782 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297694.7796172 Edm = 3.80597 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297684.0240832 Edm = 0.351914 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297683.2062907 Edm = 0.247367 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297682.0060474 Edm = 0.54853 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297669.8623901 Edm = 4.77599 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297654.8903595 Edm = 0.268351 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297654.2560515 Edm = 0.0310818 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297654.1422706 Edm = 0.0526943 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297580.3857074 Edm = 4.0448 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297554.0011315 Edm = 6.01145 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297535.5644086 Edm = 11.2756 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297520.997892 Edm = 2.62837 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297518.1142069 Edm = 0.0539231 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297518.0420214 Edm = 0.0102589 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297517.558903 Edm = 0.453011 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297517.2368017 Edm = 0.345615 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297516.2598444 Edm = 0.877931 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297511.9898887 Edm = 1.59918 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297509.8972666 Edm = 3.89553 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297501.3912059 Edm = 3.91102 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297490.4226755 Edm = 5.7516 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297489.2134579 Edm = 5.64324 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297481.9309117 Edm = 2.62534 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297477.6311487 Edm = 7.05679 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297473.55239 Edm = 3.62542 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297468.6049423 Edm = 1.45339 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297465.4427513 Edm = 3.31529 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297464.3810007 Edm = 0.928955 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297463.4430641 Edm = 0.337347 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297463.0400695 Edm = 0.0918549 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297462.9554989 Edm = 0.036688 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297462.8959575 Edm = 0.0294793 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297462.296246 Edm = 0.462902 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297458.6730773 Edm = 6.50897 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297457.2387841 Edm = 3.97316 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297431.3046103 Edm = 8.16938 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297417.1354554 Edm = 0.938046 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297415.7782964 Edm = 0.620109 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297415.408354 Edm = 0.925539 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297414.7936954 Edm = 0.0397236 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297414.7523065 Edm = 0.00396007 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297414.7434123 Edm = 0.00692316 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297414.3036741 Edm = 0.415576 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297405.5302795 Edm = 1.08504 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297404.2038359 Edm = 0.0556782 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297404.1449345 Edm = 0.0072374 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297404.1366841 Edm = 0.0018243 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297404.1306277 Edm = 0.00838016 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297404.0982256 Edm = 0.0420767 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297403.6547835 Edm = 0.362335 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297379.5824349 Edm = 2.76498 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297376.3414117 Edm = 0.580453 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297375.8940246 Edm = 0.608465 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297375.2095666 Edm = 0.452153 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297374.703894 Edm = 0.158342 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297374.5601364 Edm = 0.00835473 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297374.554443 Edm = 0.000508312 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297374.5538068 Edm = 0.000310129 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297374.5396378 Edm = 0.0127873 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297374.1568861 Edm = 0.271623 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297371.9121419 Edm = 0.235419 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297371.644491 Edm = 0.00293239 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297371.6419266 Edm = 0.000126562 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297371.6415977 Edm = 0.000220777 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297371.6076949 Edm = 0.0332904 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297369.9107685 Edm = 0.225563 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297369.6558889 Edm = 0.00163535 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297369.6543243 Edm = 0.000211665 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297369.6535768 Edm = 0.000652222 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297369.6166288 Edm = 0.0393071 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297369.5976291 Edm = 0.0181274 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297359.3932279 Edm = 3.21635 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297356.1943887 Edm = 0.756783 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297355.8654867 Edm = 0.437207 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297355.5775025 Edm = 0.168863 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297355.4648011 Edm = 0.0221265 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297355.4436318 Edm = 0.000557505 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297355.4423003 Edm = 0.000788471 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297355.4227292 Edm = 0.0164527 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297354.5231059 Edm = 0.7248 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297350.91855 Edm = 0.401885 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297350.5923892 Edm = 0.059749 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297350.5272238 Edm = 0.00646599 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297350.5176246 Edm = 0.000660461 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297350.51667 Edm = 6.52015e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297350.51667 Edm = 6.7314 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297350.51667 Edm = 6.7314 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297349.9406783 Edm = 1.71612 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297347.8840022 Edm = 0.703372 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297347.6506819 Edm = 0.274791 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297347.2334886 Edm = 0.0657257 NCalls = 787 -VariableMetric: Iteration # 99 - FCN = 297347.1302053 Edm = 0.0141658 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297347.1215028 Edm = 0.0130578 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297347.1105391 Edm = 0.00525904 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297347.0948522 Edm = 0.00648053 NCalls = 797 -VariableMetric: Iteration # 103 - FCN = 297347.0826094 Edm = 0.00843999 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297347.0738892 Edm = 0.0050888 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297347.0669987 Edm = 0.00367558 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297347.0599763 Edm = 0.00346526 NCalls = 807 -VariableMetric: Iteration # 107 - FCN = 297347.0560345 Edm = 0.00340144 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297347.0522713 Edm = 0.000685388 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297347.0507309 Edm = 0.000428249 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297347.0490567 Edm = 0.00168645 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297347.0454492 Edm = 0.00252926 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297347.0381157 Edm = 0.00742697 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297347.0264956 Edm = 0.00727492 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297347.0175913 Edm = 0.016834 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297347.0074725 Edm = 0.00780277 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297347.0022475 Edm = 0.010112 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297346.9975237 Edm = 0.00287551 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297346.9949611 Edm = 0.0029216 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297346.9893644 Edm = 0.00266399 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297346.9839303 Edm = 0.00779879 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297346.9787183 Edm = 0.00386417 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297346.9722825 Edm = 0.00730554 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297346.9709397 Edm = 0.00336369 NCalls = 856 -VariableMetric: Iteration # 124 - FCN = 297346.9691512 Edm = 0.00220801 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297346.9650606 Edm = 0.000856224 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297346.9634842 Edm = 0.00059264 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297346.9627638 Edm = 0.000923343 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297346.9614719 Edm = 0.00109452 NCalls = 868 -VariableMetric: Iteration # 129 - FCN = 297346.9598361 Edm = 0.000840716 NCalls = 871 -VariableMetric: Iteration # 130 - FCN = 297346.9583232 Edm = 0.00108812 NCalls = 874 -VariableMetric: Iteration # 131 - FCN = 297346.9576893 Edm = 0.000841301 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297346.9564897 Edm = 0.000357758 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297346.9558176 Edm = 0.000177842 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297346.9555799 Edm = 9.96739e-05 NCalls = 883 -VariableMetric: Iteration # 135 - FCN = 297346.955486 Edm = 4.72948e-05 NCalls = 885 -VariableMetric: After Hessian - FCN = 297346.955486 Edm = 8.46181e-05 NCalls = 1380 -VariableMetric: Iteration # 136 - FCN = 297346.955486 Edm = 8.46181e-05 NCalls = 1380 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299800.5822843 Edm = 6.62311 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299800.5822843 Edm = 6.62311 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299125.2905836 Edm = 1.18894 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299122.2866763 Edm = 4.70803 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298650.0186479 Edm = 173.189 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298130.4876108 Edm = 125.569 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298059.4159132 Edm = 2.97003 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298056.5080523 Edm = 0.452376 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298052.7311564 Edm = 4.3072 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 298024.1120396 Edm = 20.8184 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297905.139504 Edm = 0.718071 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297904.2908575 Edm = 0.0828926 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297903.9157599 Edm = 0.342249 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297798.1981742 Edm = 7.07736 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297683.4201686 Edm = 6.25858 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297672.4306115 Edm = 0.513737 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297671.8761558 Edm = 0.0237359 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297671.7379001 Edm = 0.0987221 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297666.6292811 Edm = 4.64549 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297584.825793 Edm = 15.3563 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297551.9535733 Edm = 10.7879 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297539.3801048 Edm = 6.30454 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297528.2869513 Edm = 1.59834 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297525.488752 Edm = 0.102132 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297525.3140752 Edm = 0.013781 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297525.246914 Edm = 0.0508591 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297524.2628947 Edm = 1.08264 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297510.2381844 Edm = 11.6876 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297379.4302421 Edm = 9.86278 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297369.8470211 Edm = 8.54705 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297369.0159036 Edm = 1.32677 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297365.6708828 Edm = 1.44706 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297363.1888771 Edm = 0.295922 NCalls = 98 -VariableMetric: Iteration # 32 - FCN = 297362.839008 Edm = 0.0126988 NCalls = 100 -VariableMetric: Iteration # 33 - FCN = 297362.8167496 Edm = 0.00636822 NCalls = 102 -VariableMetric: Iteration # 34 - FCN = 297362.7804399 Edm = 0.0308059 NCalls = 105 -VariableMetric: Iteration # 35 - FCN = 297362.1908351 Edm = 0.779446 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297362.1418936 Edm = 0.0443777 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297356.8711837 Edm = 4.79478 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297339.8198711 Edm = 3.82024 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297330.6527407 Edm = 3.60963 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297325.0325753 Edm = 9.00742 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297319.090833 Edm = 1.46401 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297317.1029436 Edm = 1.27519 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297315.3449646 Edm = 1.77505 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297314.4595247 Edm = 0.153325 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297314.2794924 Edm = 0.0153936 NCalls = 140 -VariableMetric: Iteration # 46 - FCN = 297314.2486715 Edm = 0.00747779 NCalls = 142 -VariableMetric: Iteration # 47 - FCN = 297314.1873855 Edm = 0.0491223 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297303.7980616 Edm = 9.71748 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297303.7478604 Edm = 0.495472 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297303.4766229 Edm = 0.0777439 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297302.8929926 Edm = 0.596204 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297293.3467653 Edm = 4.22248 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297288.1883882 Edm = 5.73399 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297286.7921288 Edm = 1.11774 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297284.5797369 Edm = 1.5525 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297280.2376875 Edm = 2.3002 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297271.7874024 Edm = 2.1815 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297269.3111613 Edm = 4.5143 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297267.4480503 Edm = 3.09982 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297250.8335463 Edm = 9.9214 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297248.1863407 Edm = 6.06942 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297240.3176283 Edm = 5.3926 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297232.017707 Edm = 1.97561 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297230.3792628 Edm = 1.02737 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297229.0750608 Edm = 0.758249 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297227.3256186 Edm = 1.05029 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297225.3990067 Edm = 1.64366 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297223.5232638 Edm = 0.444561 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297222.9328879 Edm = 0.0234964 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297222.9055999 Edm = 0.0111246 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297222.8998918 Edm = 0.00536115 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297222.8747155 Edm = 0.013463 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297222.8426813 Edm = 0.00668134 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297222.8165979 Edm = 0.0210159 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297220.4677719 Edm = 2.02971 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297206.6242269 Edm = 9.15985 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297199.0571187 Edm = 0.613465 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297198.3167958 Edm = 0.131613 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297198.1145168 Edm = 0.0249742 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297198.0799594 Edm = 0.0120932 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297198.0375931 Edm = 0.00726885 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297198.0262486 Edm = 0.00181322 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297198.0221662 Edm = 0.00138645 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297198.0158456 Edm = 0.00232456 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297198.0020738 Edm = 0.0112466 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297197.8139663 Edm = 0.108629 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297197.2520841 Edm = 0.93973 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297195.4582127 Edm = 1.26435 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297188.1561302 Edm = 1.91563 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297187.1487755 Edm = 1.53896 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297186.5326781 Edm = 0.194626 NCalls = 283 -VariableMetric: Iteration # 92 - FCN = 297186.3166556 Edm = 0.0614418 NCalls = 285 -VariableMetric: Iteration # 93 - FCN = 297186.2499541 Edm = 0.0159471 NCalls = 287 -VariableMetric: Iteration # 94 - FCN = 297186.2243458 Edm = 0.00494979 NCalls = 289 -VariableMetric: Iteration # 95 - FCN = 297186.2161149 Edm = 0.000388344 NCalls = 291 -VariableMetric: Iteration # 96 - FCN = 297186.2153538 Edm = 0.000353382 NCalls = 293 -VariableMetric: Iteration # 97 - FCN = 297186.2114708 Edm = 0.00387389 NCalls = 296 -VariableMetric: Iteration # 98 - FCN = 297186.0252932 Edm = 0.190385 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297185.8478126 Edm = 0.160206 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297184.3375924 Edm = 0.0315673 NCalls = 313 -VariableMetric: Iteration # 101 - FCN = 297184.3178184 Edm = 0.00130073 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297184.316612 Edm = 6.95747e-05 NCalls = 316 -VariableMetric: After Hessian - FCN = 297184.316612 Edm = 7955.37 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297184.316612 Edm = 7955.37 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297179.1133171 Edm = 10152 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297177.8608948 Edm = 0.369443 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297177.2047399 Edm = 0.129959 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297176.6920708 Edm = 0.166843 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297176.3690238 Edm = 0.161938 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297175.2890223 Edm = 0.647306 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297173.2773363 Edm = 2.42517 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297172.0219729 Edm = 2.97331 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297169.4010009 Edm = 2.62324 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297168.0624207 Edm = 3.77905 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297165.9648759 Edm = 0.867686 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297164.3587801 Edm = 0.48346 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297163.8255485 Edm = 0.173881 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297163.4889446 Edm = 0.0701559 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297163.3070248 Edm = 0.0483378 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297163.2269926 Edm = 0.0223657 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297163.1685437 Edm = 0.0158683 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297163.0220887 Edm = 0.177786 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297162.9994941 Edm = 0.120863 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297162.2499315 Edm = 1.37271 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297160.9702852 Edm = 2.13581 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297160.9499556 Edm = 0.0386452 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297160.9164824 Edm = 0.397681 NCalls = 868 -VariableMetric: Iteration # 127 - FCN = 297159.9090662 Edm = 0.694754 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297155.9168059 Edm = 1.63202 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297154.0872486 Edm = 1.61737 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297151.9492015 Edm = 1.04026 NCalls = 881 -VariableMetric: Iteration # 131 - FCN = 297151.2656189 Edm = 0.290615 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297150.8803592 Edm = 0.0906292 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297150.6919411 Edm = 0.0774083 NCalls = 887 -VariableMetric: Iteration # 134 - FCN = 297150.5451692 Edm = 0.0562166 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297150.4480476 Edm = 0.0362073 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297150.3840606 Edm = 0.012385 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297150.3708529 Edm = 0.00476672 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297150.3585635 Edm = 0.00532036 NCalls = 897 -VariableMetric: Iteration # 139 - FCN = 297150.3465033 Edm = 0.00427732 NCalls = 899 -VariableMetric: Iteration # 140 - FCN = 297150.3367454 Edm = 0.00259671 NCalls = 901 -VariableMetric: Iteration # 141 - FCN = 297150.3293926 Edm = 0.0016409 NCalls = 903 -VariableMetric: Iteration # 142 - FCN = 297150.3242532 Edm = 0.00203709 NCalls = 905 -VariableMetric: Iteration # 143 - FCN = 297150.2944212 Edm = 0.0107004 NCalls = 908 -VariableMetric: Iteration # 144 - FCN = 297150.2717755 Edm = 0.00168105 NCalls = 910 -VariableMetric: Iteration # 145 - FCN = 297150.2684014 Edm = 0.000461748 NCalls = 912 -VariableMetric: Iteration # 146 - FCN = 297150.267402 Edm = 0.000454914 NCalls = 914 -VariableMetric: Iteration # 147 - FCN = 297150.2641193 Edm = 0.000785449 NCalls = 917 -VariableMetric: Iteration # 148 - FCN = 297150.2620419 Edm = 0.000501645 NCalls = 919 -VariableMetric: Iteration # 149 - FCN = 297150.2609926 Edm = 0.000248473 NCalls = 921 -VariableMetric: Iteration # 150 - FCN = 297150.2595334 Edm = 0.000170117 NCalls = 924 -VariableMetric: Iteration # 151 - FCN = 297150.2592919 Edm = 2.58006e-05 NCalls = 926 -VariableMetric: After Hessian - FCN = 297150.2592919 Edm = 0.000130293 NCalls = 1405 -VariableMetric: Iteration # 152 - FCN = 297150.2592919 Edm = 0.000130293 NCalls = 1405 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 352161.8144014 Edm = 172.941 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 352161.8144014 Edm = 172.941 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309982.8349881 Edm = 28.8423 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303781.3919671 Edm = 81730.6 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 299237.9604922 Edm = 97.1557 NCalls = 31 -VariableMetric: Iteration # 4 - FCN = 298953.8416264 Edm = 0.317521 NCalls = 37 -VariableMetric: Iteration # 5 - FCN = 298953.4484315 Edm = 0.128469 NCalls = 39 -VariableMetric: Iteration # 6 - FCN = 298945.5843761 Edm = 9.55409 NCalls = 45 -VariableMetric: Iteration # 7 - FCN = 298892.9750226 Edm = 41.9474 NCalls = 51 -VariableMetric: Iteration # 8 - FCN = 298646.4234763 Edm = 5.64284 NCalls = 59 -VariableMetric: Iteration # 9 - FCN = 298643.167345 Edm = 6.91234 NCalls = 61 -VariableMetric: Iteration # 10 - FCN = 298631.7974914 Edm = 0.314522 NCalls = 65 -VariableMetric: Iteration # 11 - FCN = 298603.4403254 Edm = 8.34308 NCalls = 72 -VariableMetric: Iteration # 12 - FCN = 298370.4076765 Edm = 1.56699 NCalls = 77 -VariableMetric: Iteration # 13 - FCN = 298368.7825419 Edm = 12.827 NCalls = 78 -VariableMetric: Iteration # 14 - FCN = 298282.2955934 Edm = 32.0054 NCalls = 83 -VariableMetric: Iteration # 15 - FCN = 298280.4011928 Edm = 1.29532 NCalls = 85 -VariableMetric: Iteration # 16 - FCN = 298270.9239247 Edm = 8.83474 NCalls = 88 -VariableMetric: Iteration # 17 - FCN = 297918.7592659 Edm = 152.498 NCalls = 98 -VariableMetric: Iteration # 18 - FCN = 297737.4007455 Edm = 181.533 NCalls = 101 -VariableMetric: Iteration # 19 - FCN = 297622.197573 Edm = 394.767 NCalls = 103 -VariableMetric: Iteration # 20 - FCN = 297302.0874982 Edm = 4.22686 NCalls = 105 -VariableMetric: Iteration # 21 - FCN = 297299.1426033 Edm = 0.170286 NCalls = 107 -VariableMetric: Iteration # 22 - FCN = 297297.5594628 Edm = 0.878195 NCalls = 112 -VariableMetric: Iteration # 23 - FCN = 297295.5751961 Edm = 0.794173 NCalls = 114 -VariableMetric: Iteration # 24 - FCN = 297289.2989165 Edm = 7.76408 NCalls = 120 -VariableMetric: Iteration # 25 - FCN = 297286.6799026 Edm = 6.77145 NCalls = 123 -VariableMetric: Iteration # 26 - FCN = 297281.3019226 Edm = 3.02565 NCalls = 126 -VariableMetric: Iteration # 27 - FCN = 297275.1976988 Edm = 5.68217 NCalls = 130 -VariableMetric: Iteration # 28 - FCN = 297245.0608958 Edm = 2.77757 NCalls = 135 -VariableMetric: Iteration # 29 - FCN = 297244.0354858 Edm = 0.528727 NCalls = 137 -VariableMetric: Iteration # 30 - FCN = 297243.6267962 Edm = 0.0702377 NCalls = 138 -VariableMetric: Iteration # 31 - FCN = 297242.8532422 Edm = 0.567632 NCalls = 142 -VariableMetric: Iteration # 32 - FCN = 297241.0734989 Edm = 0.455832 NCalls = 145 -VariableMetric: Iteration # 33 - FCN = 297240.172484 Edm = 0.399125 NCalls = 148 -VariableMetric: Iteration # 34 - FCN = 297238.9810574 Edm = 0.486179 NCalls = 151 -VariableMetric: Iteration # 35 - FCN = 297236.2312071 Edm = 0.741082 NCalls = 154 -VariableMetric: Iteration # 36 - FCN = 297235.7225669 Edm = 0.408095 NCalls = 156 -VariableMetric: Iteration # 37 - FCN = 297235.1133024 Edm = 0.140806 NCalls = 158 -VariableMetric: Iteration # 38 - FCN = 297234.6446682 Edm = 0.108049 NCalls = 161 -VariableMetric: Iteration # 39 - FCN = 297234.590833 Edm = 0.0329336 NCalls = 163 -VariableMetric: Iteration # 40 - FCN = 297234.5342756 Edm = 0.0105149 NCalls = 165 -VariableMetric: Iteration # 41 - FCN = 297234.4760168 Edm = 0.0320147 NCalls = 168 -VariableMetric: Iteration # 42 - FCN = 297234.0659735 Edm = 0.592721 NCalls = 172 -VariableMetric: Iteration # 43 - FCN = 297231.0234884 Edm = 2.13837 NCalls = 177 -VariableMetric: Iteration # 44 - FCN = 297225.3771053 Edm = 3.39751 NCalls = 180 -VariableMetric: Iteration # 45 - FCN = 297215.8687807 Edm = 3.65261 NCalls = 183 -VariableMetric: Iteration # 46 - FCN = 297214.8811336 Edm = 2.47441 NCalls = 185 -VariableMetric: Iteration # 47 - FCN = 297212.4248574 Edm = 0.730237 NCalls = 188 -VariableMetric: Iteration # 48 - FCN = 297211.7061275 Edm = 0.220236 NCalls = 190 -VariableMetric: Iteration # 49 - FCN = 297211.4310365 Edm = 0.235706 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297210.8317323 Edm = 0.087506 NCalls = 196 -VariableMetric: Iteration # 51 - FCN = 297210.6990719 Edm = 0.0187135 NCalls = 198 -VariableMetric: Iteration # 52 - FCN = 297210.6593024 Edm = 0.0323921 NCalls = 200 -VariableMetric: Iteration # 53 - FCN = 297210.6300802 Edm = 0.0158092 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297210.5145574 Edm = 0.0845756 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297208.8826068 Edm = 0.895438 NCalls = 209 -VariableMetric: Iteration # 56 - FCN = 297196.3356605 Edm = 7.80281 NCalls = 212 -VariableMetric: Iteration # 57 - FCN = 297190.0802491 Edm = 16.0957 NCalls = 215 -VariableMetric: Iteration # 58 - FCN = 297183.4651544 Edm = 0.996605 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297182.602757 Edm = 0.250676 NCalls = 220 -VariableMetric: Iteration # 60 - FCN = 297182.3218637 Edm = 0.053328 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297182.2620943 Edm = 0.00803001 NCalls = 224 -VariableMetric: Iteration # 62 - FCN = 297182.2065428 Edm = 0.0354574 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297182.1068793 Edm = 0.0304461 NCalls = 230 -VariableMetric: Iteration # 64 - FCN = 297182.0358524 Edm = 0.0437192 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297180.9521328 Edm = 1.61704 NCalls = 238 -VariableMetric: Iteration # 66 - FCN = 297175.3142224 Edm = 8.09571 NCalls = 245 -VariableMetric: Iteration # 67 - FCN = 297175.1845796 Edm = 0.13884 NCalls = 248 -VariableMetric: Iteration # 68 - FCN = 297173.6607748 Edm = 1.4528 NCalls = 254 -VariableMetric: Iteration # 69 - FCN = 297173.622852 Edm = 0.0532189 NCalls = 256 -VariableMetric: Iteration # 70 - FCN = 297173.2891971 Edm = 0.379225 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297171.2062276 Edm = 1.06831 NCalls = 266 -VariableMetric: Iteration # 72 - FCN = 297162.3002677 Edm = 12.0652 NCalls = 269 -VariableMetric: Iteration # 73 - FCN = 297149.9913173 Edm = 10.0149 NCalls = 273 -VariableMetric: Iteration # 74 - FCN = 297142.4554356 Edm = 21.8052 NCalls = 275 -VariableMetric: Iteration # 75 - FCN = 297131.5737065 Edm = 4.97994 NCalls = 277 -VariableMetric: Iteration # 76 - FCN = 297127.7440787 Edm = 0.934087 NCalls = 279 -VariableMetric: Iteration # 77 - FCN = 297126.169731 Edm = 0.316715 NCalls = 281 -VariableMetric: Iteration # 78 - FCN = 297125.8564111 Edm = 0.0301876 NCalls = 283 -VariableMetric: Iteration # 79 - FCN = 297125.8170539 Edm = 0.00484775 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297125.8116072 Edm = 0.0020264 NCalls = 287 -VariableMetric: Iteration # 81 - FCN = 297125.7979682 Edm = 0.00620075 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297125.706761 Edm = 0.0588983 NCalls = 293 -VariableMetric: Iteration # 83 - FCN = 297125.1885187 Edm = 0.194493 NCalls = 296 -VariableMetric: Iteration # 84 - FCN = 297122.263672 Edm = 1.3449 NCalls = 299 -VariableMetric: Iteration # 85 - FCN = 297119.6858373 Edm = 0.235222 NCalls = 301 -VariableMetric: Iteration # 86 - FCN = 297119.4134048 Edm = 0.0222463 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297119.3822691 Edm = 0.00473018 NCalls = 305 -VariableMetric: Iteration # 88 - FCN = 297119.3740276 Edm = 0.00168335 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297119.3709666 Edm = 0.000871897 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297119.3622125 Edm = 0.00840396 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297119.2092757 Edm = 0.160253 NCalls = 319 -VariableMetric: Iteration # 92 - FCN = 297119.0106518 Edm = 0.186104 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297113.6094648 Edm = 1.83683 NCalls = 333 -VariableMetric: Iteration # 94 - FCN = 297112.7392173 Edm = 0.275861 NCalls = 335 -VariableMetric: Iteration # 95 - FCN = 297112.3249971 Edm = 0.0507728 NCalls = 338 -VariableMetric: Iteration # 96 - FCN = 297112.27743 Edm = 0.0024252 NCalls = 339 -VariableMetric: Iteration # 97 - FCN = 297112.2745679 Edm = 0.000529732 NCalls = 341 -VariableMetric: Iteration # 98 - FCN = 297112.2735319 Edm = 0.000542669 NCalls = 343 -VariableMetric: Iteration # 99 - FCN = 297112.2678664 Edm = 0.00524472 NCalls = 347 -VariableMetric: Iteration # 100 - FCN = 297112.1527942 Edm = 0.0920892 NCalls = 351 -VariableMetric: Iteration # 101 - FCN = 297110.2507714 Edm = 1.28145 NCalls = 356 -VariableMetric: Iteration # 102 - FCN = 297108.1744813 Edm = 0.530815 NCalls = 358 -VariableMetric: Iteration # 103 - FCN = 297107.609338 Edm = 0.0347464 NCalls = 359 -VariableMetric: Iteration # 104 - FCN = 297107.5791679 Edm = 0.00143854 NCalls = 361 -VariableMetric: Iteration # 105 - FCN = 297107.5778547 Edm = 0.000187002 NCalls = 362 -VariableMetric: Iteration # 106 - FCN = 297107.5774291 Edm = 0.000396674 NCalls = 364 -VariableMetric: Iteration # 107 - FCN = 297107.5724761 Edm = 0.00493275 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297107.5044941 Edm = 0.0629652 NCalls = 375 -VariableMetric: Iteration # 109 - FCN = 297105.1727016 Edm = 0.580879 NCalls = 379 -VariableMetric: Iteration # 110 - FCN = 297104.4964806 Edm = 0.247694 NCalls = 380 -VariableMetric: Iteration # 111 - FCN = 297104.2623357 Edm = 0.0263664 NCalls = 382 -VariableMetric: Iteration # 112 - FCN = 297104.2328091 Edm = 0.00166901 NCalls = 384 -VariableMetric: Iteration # 113 - FCN = 297104.2310063 Edm = 0.000282404 NCalls = 386 -VariableMetric: Iteration # 114 - FCN = 297104.2305707 Edm = 0.000145428 NCalls = 388 -VariableMetric: Iteration # 115 - FCN = 297104.2270985 Edm = 0.00349942 NCalls = 392 -VariableMetric: Iteration # 116 - FCN = 297104.1273854 Edm = 0.0967964 NCalls = 399 -VariableMetric: Iteration # 117 - FCN = 297103.1416386 Edm = 0.790501 NCalls = 403 -VariableMetric: Iteration # 118 - FCN = 297100.9312148 Edm = 0.443018 NCalls = 405 -VariableMetric: Iteration # 119 - FCN = 297100.4458313 Edm = 0.0287549 NCalls = 406 -VariableMetric: Iteration # 120 - FCN = 297100.4196049 Edm = 0.00221279 NCalls = 408 -VariableMetric: Iteration # 121 - FCN = 297100.4166674 Edm = 0.000417091 NCalls = 410 -VariableMetric: Iteration # 122 - FCN = 297100.4150913 Edm = 0.000743718 NCalls = 412 -VariableMetric: Iteration # 123 - FCN = 297100.3931226 Edm = 0.0208489 NCalls = 416 -VariableMetric: Iteration # 124 - FCN = 297099.5659555 Edm = 0.821343 NCalls = 420 -VariableMetric: Iteration # 125 - FCN = 297094.4063404 Edm = 0.43472 NCalls = 424 -VariableMetric: Iteration # 126 - FCN = 297093.9803695 Edm = 0.0347354 NCalls = 425 -VariableMetric: Iteration # 127 - FCN = 297093.9570831 Edm = 0.00520152 NCalls = 427 -VariableMetric: Iteration # 128 - FCN = 297093.9528709 Edm = 0.000403646 NCalls = 428 -VariableMetric: Iteration # 129 - FCN = 297093.952365 Edm = 4.88818e-05 NCalls = 430 -VariableMetric: After Hessian - FCN = 297093.952365 Edm = 1.62493 NCalls = 909 -VariableMetric: Iteration # 130 - FCN = 297093.952365 Edm = 1.62493 NCalls = 909 -VariableMetric: Iteration # 131 - FCN = 297092.3172899 Edm = 0.187243 NCalls = 910 -VariableMetric: Iteration # 132 - FCN = 297092.101749 Edm = 0.0826149 NCalls = 913 -VariableMetric: Iteration # 133 - FCN = 297091.9685702 Edm = 0.0381334 NCalls = 916 -VariableMetric: Iteration # 134 - FCN = 297091.9257719 Edm = 0.00879681 NCalls = 918 -VariableMetric: Iteration # 135 - FCN = 297091.9116765 Edm = 0.000909527 NCalls = 920 -VariableMetric: Iteration # 136 - FCN = 297091.9102797 Edm = 0.00026113 NCalls = 922 -VariableMetric: Iteration # 137 - FCN = 297091.909266 Edm = 0.000549802 NCalls = 924 -VariableMetric: Iteration # 138 - FCN = 297091.9079236 Edm = 0.000258981 NCalls = 926 -VariableMetric: Iteration # 139 - FCN = 297091.9077011 Edm = 4.26394e-06 NCalls = 928 -VariableMetric: After Hessian - FCN = 297091.9077011 Edm = 3.87636e-06 NCalls = 1421 -VariableMetric: Iteration # 140 - FCN = 297091.9077011 Edm = 3.87636e-06 NCalls = 1421 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320388.3804885 Edm = 41.7722 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320388.3804885 Edm = 41.7722 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306511.0329765 Edm = 22.4219 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 306466.7011888 Edm = 41.3796 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 305416.9455059 Edm = 1477.96 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 303442.0772019 Edm = 605.462 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302307.3958451 Edm = 3.63388 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302228.3028079 Edm = 29.8748 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 301692.0911435 Edm = 151.723 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 300968.3596366 Edm = 514.809 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298926.0131712 Edm = 982.902 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298493.2279112 Edm = 51.7024 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298388.8425459 Edm = 19.6893 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298384.4279147 Edm = 0.223793 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298384.079487 Edm = 0.125459 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298383.6711875 Edm = 0.132177 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 298333.3718317 Edm = 49.4497 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297740.8572512 Edm = 71.1801 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297660.4267807 Edm = 9.90512 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297649.8533623 Edm = 0.537747 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297649.3893487 Edm = 0.0473453 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297648.636771 Edm = 1.02986 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297630.8043664 Edm = 18.9026 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297614.055782 Edm = 18.8724 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297613.7761112 Edm = 0.240875 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297604.1790885 Edm = 8.69479 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297521.1807497 Edm = 30.274 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297490.3864965 Edm = 2.29747 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297487.2923358 Edm = 0.447623 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297486.5047893 Edm = 0.132127 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297486.1775728 Edm = 0.0337662 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297485.9454128 Edm = 0.109921 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297460.9955711 Edm = 4.48207 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297457.6114501 Edm = 22.2978 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297447.149867 Edm = 0.60068 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297446.2610853 Edm = 0.14679 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297445.998148 Edm = 0.0477915 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297445.9097455 Edm = 0.0591723 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297443.15942 Edm = 1.51467 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297434.8812739 Edm = 4.421 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297430.3771801 Edm = 27.9961 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297423.4322819 Edm = 8.26043 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297376.737269 Edm = 2.99676 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297373.4409718 Edm = 3.96443 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297369.3039159 Edm = 2.3597 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297366.6771205 Edm = 0.453595 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297366.0390656 Edm = 0.3491 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297365.7051141 Edm = 0.21792 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297364.6031501 Edm = 0.627322 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297356.2539582 Edm = 6.8667 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297322.632329 Edm = 15.0286 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297306.1670723 Edm = 8.48394 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297295.9696644 Edm = 2.60126 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297292.1677837 Edm = 4.11349 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297287.7510319 Edm = 2.22913 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297283.5709259 Edm = 4.86507 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297281.7711536 Edm = 1.47698 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297281.0341279 Edm = 0.637023 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297280.3282859 Edm = 0.0867667 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297280.2231524 Edm = 0.0189165 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297280.1807267 Edm = 0.012205 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297280.0808119 Edm = 0.0759551 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297279.0567985 Edm = 0.972703 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297274.0374578 Edm = 3.88599 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297250.7232445 Edm = 8.01781 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297244.3128884 Edm = 1.44503 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297242.4706357 Edm = 0.621169 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297241.6224678 Edm = 0.386887 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297240.6950966 Edm = 0.592572 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297240.1900779 Edm = 0.571211 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297239.742288 Edm = 0.030212 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297239.7123747 Edm = 0.00552195 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297239.7051486 Edm = 0.00564756 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297239.5753017 Edm = 0.234878 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297237.9952731 Edm = 1.40351 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297227.9498392 Edm = 3.05988 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297226.3428478 Edm = 0.945502 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297225.4757516 Edm = 0.256215 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297225.248646 Edm = 0.11859 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297225.1006186 Edm = 0.0680225 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297225.0440263 Edm = 0.0081057 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297225.0350451 Edm = 0.00229116 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297225.0306145 Edm = 0.00337025 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297224.9946548 Edm = 0.0363182 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297224.3413493 Edm = 0.868176 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297224.3371758 Edm = 0.00270197 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297224.2883041 Edm = 0.0829459 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297224.2618032 Edm = 0.0250198 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297224.1069283 Edm = 0.132248 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297221.4891642 Edm = 2.62305 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297213.8429749 Edm = 1.39109 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297212.3569463 Edm = 0.357072 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297211.8670922 Edm = 0.135708 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297211.7448715 Edm = 0.0358595 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297211.6959547 Edm = 0.00732718 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297211.6804057 Edm = 0.00122158 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297211.6779102 Edm = 0.000415336 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297211.6751326 Edm = 0.00249043 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297211.5627141 Edm = 0.144822 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297211.5571059 Edm = 0.00562211 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297211.4772683 Edm = 0.0771976 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297207.5575877 Edm = 1.33716 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297206.6115693 Edm = 0.169879 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297206.3881444 Edm = 0.0688606 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297206.3298328 Edm = 0.0369376 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297206.2631412 Edm = 0.00494104 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297206.2572223 Edm = 0.000240522 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297206.256824 Edm = 0.000131139 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297206.2516849 Edm = 0.00492013 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297205.595156 Edm = 0.542066 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297204.1309528 Edm = 0.368208 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297203.8588001 Edm = 0.0594857 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297203.8004806 Edm = 0.00278612 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297203.7973109 Edm = 0.000124888 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297203.7969745 Edm = 0.000183463 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297203.7868055 Edm = 0.00969466 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297203.3000269 Edm = 0.452599 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297200.9604716 Edm = 0.421791 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297200.5666573 Edm = 0.0459834 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297200.5312429 Edm = 0.000797206 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297200.5303262 Edm = 8.16414e-05 NCalls = 386 -VariableMetric: After Hessian - FCN = 297200.5303262 Edm = 4.5975 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297200.5303262 Edm = 4.5975 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297199.7828711 Edm = 1.0456e+06 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297191.8044951 Edm = 9.87963 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297191.2861291 Edm = 7.73074 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297183.3753322 Edm = 1.61244 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297181.3165403 Edm = 1.57323 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297179.9063419 Edm = 0.90855 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297179.1203053 Edm = 0.465768 NCalls = 881 -VariableMetric: Iteration # 128 - FCN = 297178.4924948 Edm = 0.239541 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297178.1749753 Edm = 0.12922 NCalls = 885 -VariableMetric: Iteration # 130 - FCN = 297178.003445 Edm = 0.0728717 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297177.7516929 Edm = 0.0826823 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297177.5717327 Edm = 0.0489954 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297177.4771343 Edm = 0.0281096 NCalls = 894 -VariableMetric: Iteration # 134 - FCN = 297177.4426353 Edm = 0.0134668 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297177.3986385 Edm = 0.0167306 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 297177.3287389 Edm = 0.0314405 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297177.1894146 Edm = 0.0340488 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297177.0758095 Edm = 0.0413616 NCalls = 904 -VariableMetric: Iteration # 139 - FCN = 297176.9730661 Edm = 0.0322591 NCalls = 906 -VariableMetric: Iteration # 140 - FCN = 297176.8780431 Edm = 0.0246704 NCalls = 908 -VariableMetric: Iteration # 141 - FCN = 297176.8207992 Edm = 0.0142448 NCalls = 910 -VariableMetric: Iteration # 142 - FCN = 297176.8005276 Edm = 0.00320611 NCalls = 912 -VariableMetric: Iteration # 143 - FCN = 297176.7929341 Edm = 0.00231819 NCalls = 914 -VariableMetric: Iteration # 144 - FCN = 297176.7883188 Edm = 0.000624864 NCalls = 916 -VariableMetric: Iteration # 145 - FCN = 297176.7865864 Edm = 0.00038475 NCalls = 918 -VariableMetric: Iteration # 146 - FCN = 297176.7859095 Edm = 3.02132e-05 NCalls = 920 -VariableMetric: After Hessian - FCN = 297176.7859095 Edm = 4.98732e-05 NCalls = 1413 -VariableMetric: Iteration # 147 - FCN = 297176.7859095 Edm = 4.98732e-05 NCalls = 1413 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302933.7888053 Edm = 8.62062 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302933.7888053 Edm = 8.62062 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302084.907718 Edm = 1.84204 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302081.1754459 Edm = 5.83566 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301399.2172029 Edm = 174.81 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300603.3643227 Edm = 123.646 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300294.0160119 Edm = 262.769 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299765.9659323 Edm = 2024.95 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299751.9367792 Edm = 51.6306 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299126.765361 Edm = 428.446 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297801.9339581 Edm = 40.2163 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297772.5464049 Edm = 1.06491 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297768.5221162 Edm = 0.0823899 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297767.8882566 Edm = 0.460041 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297683.5645605 Edm = 28.7015 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297637.1774045 Edm = 0.399596 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297636.6347883 Edm = 0.191439 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297629.9554069 Edm = 6.3869 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297407.2095415 Edm = 12.7165 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297386.9046602 Edm = 1.32362 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297385.4379138 Edm = 0.16874 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297385.2465928 Edm = 0.0299046 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297385.2000009 Edm = 0.00644854 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297385.1583124 Edm = 0.0430404 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297375.3836933 Edm = 1.12089 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297334.7160511 Edm = 12.0183 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297320.1579367 Edm = 1.07053 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297319.0311275 Edm = 0.0744489 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297318.9365937 Edm = 0.00745598 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297318.9309121 Edm = 0.00138526 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297318.9178685 Edm = 0.0113032 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297308.4823378 Edm = 3.56948 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297305.8099921 Edm = 3.19908 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297301.6343182 Edm = 1.52071 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297300.1248353 Edm = 1.35109 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297297.0319532 Edm = 1.20377 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297295.4057749 Edm = 0.951203 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297294.9382875 Edm = 0.533241 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297294.5345218 Edm = 0.0571485 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297294.4721635 Edm = 0.0055061 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297294.4599033 Edm = 0.0104015 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297294.3672394 Edm = 0.115398 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297293.5916327 Edm = 0.593001 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297276.964562 Edm = 2.48655 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297273.8320133 Edm = 0.887636 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297273.4804655 Edm = 0.684423 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297273.2752133 Edm = 0.0622866 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297273.205422 Edm = 0.0121607 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297273.1885523 Edm = 0.00196838 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297273.1865812 Edm = 0.000205338 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297273.182483 Edm = 0.00403069 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297272.9647214 Edm = 0.135601 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297270.2415017 Edm = 1.4034 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297267.5200329 Edm = 0.105661 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297267.4374946 Edm = 0.00902174 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297267.4292048 Edm = 0.00059521 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297267.4270604 Edm = 0.00163095 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297267.4018457 Edm = 0.0196694 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297267.0643456 Edm = 0.279449 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297260.9080304 Edm = 1.46484 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297259.411714 Edm = 0.138874 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297259.2523097 Edm = 0.01957 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297259.2292752 Edm = 0.00253921 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297259.2266696 Edm = 0.000354642 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297259.2261788 Edm = 0.000228081 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297259.2248705 Edm = 0.00168418 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297259.1464151 Edm = 0.071149 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297256.90738 Edm = 1.63923 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297254.4576871 Edm = 0.66622 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297253.896327 Edm = 0.0961469 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297253.7906875 Edm = 0.0122305 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297253.7771916 Edm = 0.00390984 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297253.7746587 Edm = 0.0010293 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297253.7734278 Edm = 0.000728521 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297253.7613214 Edm = 0.0109309 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297251.394667 Edm = 1.1604 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297247.5642508 Edm = 1.64254 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297246.0043791 Edm = 0.921865 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297245.1588285 Edm = 0.111061 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297245.0925265 Edm = 0.00634942 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297245.0874723 Edm = 0.000434249 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297245.0870514 Edm = 0.000112868 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297245.084949 Edm = 0.00204051 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297245.0311132 Edm = 0.0407917 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297244.9122628 Edm = 0.0727011 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297244.3052918 Edm = 0.163407 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297244.0185109 Edm = 0.0119381 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297244.0035205 Edm = 0.000337155 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297244.0031222 Edm = 3.30849e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297244.0031222 Edm = 3.3412 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297244.0031222 Edm = 3.3412 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297240.8504981 Edm = 0.220374 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297240.5695796 Edm = 0.0526861 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297240.4844319 Edm = 0.0222994 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297240.4627312 Edm = 0.00345728 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297240.4574292 Edm = 0.000387552 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297240.456869 Edm = 4.85838e-05 NCalls = 770 -VariableMetric: After Hessian - FCN = 297240.456869 Edm = 0.000140581 NCalls = 1247 -VariableMetric: Iteration # 95 - FCN = 297240.456869 Edm = 0.000140581 NCalls = 1247 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310199.3971045 Edm = 33.2608 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310199.3971045 Edm = 33.2608 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305778.9049835 Edm = 13.8427 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 305701.1841751 Edm = 350.181 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 305646.1594593 Edm = 16.6572 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 299740.8367397 Edm = 207.326 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299591.6176078 Edm = 456.749 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297766.7395195 Edm = 38.4154 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297738.1491608 Edm = 6.60691 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297734.5823718 Edm = 2.85105 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297676.4729172 Edm = 0.120876 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297676.1790423 Edm = 0.100153 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297671.8122884 Edm = 3.99955 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297527.4492197 Edm = 18.3672 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297495.1776669 Edm = 2.22798 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297492.1401385 Edm = 0.0998661 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297492.0197159 Edm = 0.022431 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297491.9680336 Edm = 0.0414374 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297486.7529021 Edm = 5.2826 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297486.5135961 Edm = 0.237636 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297469.2841544 Edm = 6.10343 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297417.3036846 Edm = 14.1627 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297400.2252117 Edm = 0.345051 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297399.8655003 Edm = 0.00879563 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297399.8515724 Edm = 0.00224659 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297399.7603938 Edm = 0.085772 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297394.9828128 Edm = 4.67597 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297386.7910049 Edm = 0.231376 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297386.442733 Edm = 0.0672495 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297386.2637631 Edm = 0.206809 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297385.7606059 Edm = 0.82439 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297385.7347137 Edm = 0.0462382 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297385.422481 Edm = 0.393544 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297384.2497691 Edm = 1.88842 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297381.4033451 Edm = 1.91472 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297377.1775858 Edm = 1.31959 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297376.5429837 Edm = 0.145606 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297376.3783736 Edm = 0.0112378 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297376.3621315 Edm = 0.00127865 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297376.3464612 Edm = 0.0129641 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297374.5674242 Edm = 1.4328 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297366.8289517 Edm = 0.124542 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297366.6983773 Edm = 0.0025711 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297366.6941387 Edm = 0.00104495 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297366.685305 Edm = 0.00605426 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297366.5564098 Edm = 0.129889 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297361.2818706 Edm = 3.10707 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297356.6188325 Edm = 0.291081 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297356.3555912 Edm = 0.00947675 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297356.3461135 Edm = 0.00167574 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297356.3443992 Edm = 0.00139243 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297356.3403301 Edm = 0.0031712 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297356.2058679 Edm = 0.124784 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297349.7698107 Edm = 4.37749 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297346.0969751 Edm = 1.43689 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297344.9348648 Edm = 0.410555 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297344.7239199 Edm = 0.349738 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297344.4288834 Edm = 0.0138555 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297344.4168627 Edm = 0.00100658 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297344.4159782 Edm = 0.00021973 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297344.4137186 Edm = 0.0021136 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297344.3570319 Edm = 0.0561502 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297344.3557271 Edm = 0.00105718 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297343.9373433 Edm = 0.326507 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297341.6843199 Edm = 0.141702 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297341.5604699 Edm = 0.00397697 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297341.5578259 Edm = 0.000242791 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297341.5575154 Edm = 0.000134753 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297341.5500032 Edm = 0.00733677 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297341.2524987 Edm = 0.191285 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297340.4259809 Edm = 0.0570869 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297340.375945 Edm = 0.00075919 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297340.3749015 Edm = 9.766e-05 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297340.3746045 Edm = 0.000202642 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297340.3293662 Edm = 0.0433331 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297338.7900659 Edm = 0.317663 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297338.5045344 Edm = 0.0514106 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297338.462185 Edm = 0.00735969 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297338.4476216 Edm = 0.000881976 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297338.4466229 Edm = 0.000110199 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297338.4462612 Edm = 0.000282286 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297338.4352623 Edm = 0.00902322 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297338.1673476 Edm = 0.246226 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297336.6337324 Edm = 0.638395 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297336.4937009 Edm = 0.216034 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297336.3775234 Edm = 0.00289807 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297336.3750691 Edm = 0.000202752 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297336.3744099 Edm = 0.000484951 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297336.3712668 Edm = 0.000322112 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297336.3708615 Edm = 8.97195e-05 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297336.3697286 Edm = 0.00103598 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297336.3351014 Edm = 0.037553 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297336.3338484 Edm = 0.00140406 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297336.3310381 Edm = 0.00303782 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297336.2728541 Edm = 0.0522233 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297336.1775917 Edm = 0.1648 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297335.71671 Edm = 0.205501 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297335.2330518 Edm = 0.0453233 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297335.1680683 Edm = 0.00145674 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297335.1664129 Edm = 0.000218603 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297335.1661909 Edm = 0.000118625 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297335.1657761 Edm = 9.54093e-05 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297335.1652075 Edm = 0.00038774 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297335.1456206 Edm = 0.0173066 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297334.4110913 Edm = 0.320624 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297333.9031841 Edm = 0.298389 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297333.7656484 Edm = 0.0118189 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297333.753123 Edm = 0.00077335 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297333.7515174 Edm = 0.000623086 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297333.7482465 Edm = 0.00148398 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297333.7469453 Edm = 0.000321084 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297333.7466496 Edm = 1.47964e-05 NCalls = 360 -VariableMetric: After Hessian - FCN = 297333.7466496 Edm = 0.842838 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297333.7466496 Edm = 0.842838 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297333.4821248 Edm = 0.706517 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297332.88843 Edm = 0.0729493 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297332.8106779 Edm = 0.0204568 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297332.7861793 Edm = 0.0105803 NCalls = 848 -VariableMetric: Iteration # 116 - FCN = 297332.7693597 Edm = 0.0160865 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297332.7586345 Edm = 0.0136152 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297332.7351207 Edm = 0.0166658 NCalls = 857 -VariableMetric: Iteration # 119 - FCN = 297332.7187228 Edm = 0.00961663 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297332.6975849 Edm = 0.00981324 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297332.670942 Edm = 0.0125392 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297332.6648471 Edm = 0.00916829 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297332.6487929 Edm = 0.0113295 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297332.633241 Edm = 0.00900874 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297332.6204677 Edm = 0.00487168 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297332.6172888 Edm = 0.00299902 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297332.614755 Edm = 0.00096107 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297332.6133137 Edm = 0.000720504 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297332.6122696 Edm = 0.000351919 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297332.6110091 Edm = 0.000501475 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297332.6096551 Edm = 0.000618867 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297332.6089159 Edm = 0.00062269 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297332.6077394 Edm = 0.000696727 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297332.6071053 Edm = 0.000337737 NCalls = 894 -VariableMetric: Iteration # 135 - FCN = 297332.6066842 Edm = 0.000142238 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297332.6060166 Edm = 0.000534766 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297332.6035442 Edm = 0.00188492 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297332.600933 Edm = 0.00108818 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297332.5993269 Edm = 0.000994026 NCalls = 909 -VariableMetric: Iteration # 140 - FCN = 297332.5983919 Edm = 0.000354303 NCalls = 911 -VariableMetric: Iteration # 141 - FCN = 297332.5977058 Edm = 0.000192236 NCalls = 913 -VariableMetric: Iteration # 142 - FCN = 297332.597447 Edm = 0.000283099 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297332.596883 Edm = 0.000155774 NCalls = 917 -VariableMetric: Iteration # 144 - FCN = 297332.596508 Edm = 6.77158e-05 NCalls = 919 -VariableMetric: Iteration # 145 - FCN = 297332.5963239 Edm = 4.7551e-05 NCalls = 922 -VariableMetric: After Hessian - FCN = 297332.5963239 Edm = 8.78789e-05 NCalls = 1405 -VariableMetric: Iteration # 146 - FCN = 297332.5963239 Edm = 8.78789e-05 NCalls = 1405 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342870.1573675 Edm = 502.221 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342870.1573675 Edm = 502.221 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309315.6101039 Edm = 12.841 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 309016.6530508 Edm = 239.226 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 308922.7215322 Edm = 11.9463 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 308884.2965804 Edm = 47.4286 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 305635.3986781 Edm = 201.151 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 304041.6963315 Edm = 91.4019 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 303963.1574307 Edm = 569.629 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 303775.7078749 Edm = 201.088 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 301932.4343148 Edm = 4266.18 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 301874.7228629 Edm = 626.562 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 299784.7238651 Edm = 78.1491 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 299582.3164638 Edm = 16.5726 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 299546.9146291 Edm = 3.16208 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 299542.1802855 Edm = 0.262712 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 299536.3960921 Edm = 4.53657 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298962.5704758 Edm = 72.8063 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 298791.7497256 Edm = 43.8787 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 298652.8542314 Edm = 12.743 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 298600.8281848 Edm = 92.1406 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 298578.84709 Edm = 22.0367 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 298550.4890825 Edm = 16.9547 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 298542.9141734 Edm = 0.952614 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 298536.0940118 Edm = 3.71769 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 298486.5682048 Edm = 58.6124 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 298303.6117 Edm = 142.021 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297799.1911887 Edm = 34.169 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297784.7104746 Edm = 16.0677 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297773.6875581 Edm = 0.188405 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297773.0687645 Edm = 0.441523 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297767.201211 Edm = 0.322988 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297762.7356365 Edm = 4.84001 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297733.4383372 Edm = 35.9146 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297731.7838087 Edm = 2.85578 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297696.2504413 Edm = 21.8766 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297583.9680483 Edm = 36.9989 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297538.4898709 Edm = 3.6905 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297534.455335 Edm = 4.49292 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297530.1345971 Edm = 2.39931 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297525.4739791 Edm = 0.478547 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297525.0105941 Edm = 0.0780765 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297524.9346221 Edm = 0.00490737 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297524.9198993 Edm = 0.00979457 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297521.6625207 Edm = 3.67549 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297521.6120441 Edm = 0.0493891 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297520.6533592 Edm = 1.03788 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297518.9661712 Edm = 1.58836 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297482.911646 Edm = 0.267029 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297482.5243617 Edm = 0.0183832 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297482.5071893 Edm = 0.0016843 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297482.5049561 Edm = 0.000839974 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297482.4565548 Edm = 0.0294553 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297480.4395854 Edm = 1.81665 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297474.6899145 Edm = 2.3518 NCalls = 196 -VariableMetric: Iteration # 54 - FCN = 297472.206501 Edm = 0.175978 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297472.0152109 Edm = 0.0908922 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297471.9428212 Edm = 0.00889633 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297471.9318052 Edm = 0.000503083 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297471.9285614 Edm = 0.00264177 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297471.7055033 Edm = 0.238681 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297468.5480103 Edm = 1.12458 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297466.1597501 Edm = 0.928471 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297465.8836146 Edm = 0.350564 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297465.5056203 Edm = 0.138177 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297465.3481602 Edm = 0.0130532 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297465.335399 Edm = 0.000322084 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297465.3350218 Edm = 0.000172029 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297465.334292 Edm = 0.00077624 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297465.2512336 Edm = 0.0818774 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297463.469993 Edm = 0.875295 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297462.9313563 Edm = 0.110709 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297462.8547723 Edm = 0.004815 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297462.8500356 Edm = 0.000216123 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297462.8498094 Edm = 5.79839e-05 NCalls = 251 -VariableMetric: After Hessian - FCN = 297462.8498094 Edm = 3.15114 NCalls = 732 -VariableMetric: Iteration # 74 - FCN = 297462.8498094 Edm = 3.15114 NCalls = 732 -VariableMetric: Iteration # 75 - FCN = 297462.4840123 Edm = 5.07779 NCalls = 734 -VariableMetric: Iteration # 76 - FCN = 297460.3043951 Edm = 0.147077 NCalls = 740 -VariableMetric: Iteration # 77 - FCN = 297460.2260774 Edm = 682.564 NCalls = 742 -VariableMetric: Iteration # 78 - FCN = 297460.222475 Edm = 809.707 NCalls = 746 -VariableMetric: Iteration # 79 - FCN = 297460.2026508 Edm = 461.407 NCalls = 750 -VariableMetric: Iteration # 80 - FCN = 297460.0028076 Edm = 390.256 NCalls = 753 -VariableMetric: Iteration # 81 - FCN = 297459.8274243 Edm = 774.481 NCalls = 756 -VariableMetric: Iteration # 82 - FCN = 297459.7906993 Edm = 44.695 NCalls = 760 -VariableMetric: Iteration # 83 - FCN = 297459.7409173 Edm = 17.5216 NCalls = 763 -VariableMetric: Iteration # 84 - FCN = 297459.7220765 Edm = 12.2901 NCalls = 766 -VariableMetric: Iteration # 85 - FCN = 297459.6754428 Edm = 16.3023 NCalls = 769 -VariableMetric: Iteration # 86 - FCN = 297459.6566853 Edm = 4.78937 NCalls = 772 -VariableMetric: Iteration # 87 - FCN = 297459.6369172 Edm = 4.84412 NCalls = 775 -VariableMetric: Iteration # 88 - FCN = 297459.6104648 Edm = 2.35852 NCalls = 778 -VariableMetric: Iteration # 89 - FCN = 297459.6095005 Edm = 2.27684 NCalls = 780 -VariableMetric: Iteration # 90 - FCN = 297459.6045036 Edm = 0.860255 NCalls = 782 -VariableMetric: Iteration # 91 - FCN = 297459.5830932 Edm = 0.395431 NCalls = 784 -VariableMetric: Iteration # 92 - FCN = 297459.5734554 Edm = 0.139181 NCalls = 786 -VariableMetric: Iteration # 93 - FCN = 297459.5615444 Edm = 0.27081 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297459.5488711 Edm = 0.257946 NCalls = 790 -VariableMetric: Iteration # 95 - FCN = 297459.5386754 Edm = 0.195915 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297459.5277038 Edm = 0.0194011 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297459.5247305 Edm = 0.0210775 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297459.5208552 Edm = 0.0335747 NCalls = 798 -VariableMetric: Iteration # 99 - FCN = 297459.5134297 Edm = 0.00479578 NCalls = 800 -VariableMetric: Iteration # 100 - FCN = 297459.5068607 Edm = 0.00385439 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297459.5046616 Edm = 0.000775205 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297459.503905 Edm = 0.000679551 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297459.5034598 Edm = 0.000108395 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297459.5031263 Edm = 0.000222191 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297459.502603 Edm = 0.000369708 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297459.5021518 Edm = 0.000514152 NCalls = 818 -VariableMetric: Iteration # 107 - FCN = 297459.5017768 Edm = 0.000104527 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297459.5016114 Edm = 4.48421e-05 NCalls = 822 -VariableMetric: After Hessian - FCN = 297459.5016114 Edm = 0.00015212 NCalls = 1307 -VariableMetric: Iteration # 109 - FCN = 297459.5016114 Edm = 0.00015212 NCalls = 1307 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1293 (1293 total) | -| EDM = 0.000419 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297180.08745790436 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.030 | 1.204 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -3.00 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.06 | 0.32 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.83 | 0.25 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.98 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 0.5 | 1.2 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.99 | 0.03 | | | -2 | 2 | | -| 7 | p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.85 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 3.96 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 20.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 0.96 | 0.18 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.536 | 0.016 | | | -2 | 2 | | -| 19| p4415_p | 4.04 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.026 | 0.290 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.17 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.27 | 0.07 | | | -2 | 2 | | -| 23| p4040_p | 3.87 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.693 -0.790 -0.210 0.020 0.894 0.638 -0.073 -0.193 0.577 0.658 -0.007 0.124 -0.054 -0.021 -0.021 0.198 0.796 0.581 0.204 0.047 -0.014 0.119 0.040 | -| p3770_p | 0.693 1.000 -0.688 -0.343 0.013 0.683 0.597 -0.127 -0.270 0.449 0.485 -0.032 0.093 -0.052 -0.024 -0.038 0.185 0.789 0.555 0.097 0.045 -0.016 0.122 0.046 | -| Ctt | -0.790 -0.688 1.000 0.312 -0.015 -0.869 -0.713 0.241 0.398 -0.448 -0.508 0.263 -0.120 0.062 0.017 0.105 -0.209 -0.871 -0.645 -0.042 -0.027 0.020 0.122 0.016 | -| p3770_s | -0.210 -0.343 0.312 1.000 -0.003 -0.414 -0.304 0.117 0.252 0.023 0.096 -0.020 -0.053 0.030 -0.001 0.006 -0.095 -0.369 -0.265 0.122 -0.004 0.013 -0.085 0.130 | -| phi_p | 0.020 0.013 -0.015 -0.003 1.000 0.009 -0.005 -0.012 -0.011 0.015 0.011 0.006 0.001 -0.127 0.359 -0.004 -0.021 0.008 0.000 -0.000 -0.273 -0.060 -0.066 0.005 | -| Dbar_p | 0.894 0.683 -0.869 -0.414 0.009 1.000 0.751 -0.133 -0.291 0.350 0.419 -0.210 0.131 -0.064 -0.033 0.006 0.236 0.908 0.689 0.016 0.063 -0.020 0.167 -0.170 | -| bplus_1 | 0.638 0.597 -0.713 -0.304 -0.005 0.751 1.000 -0.086 -0.226 0.212 0.360 -0.154 0.084 -0.036 -0.037 0.095 0.180 0.801 0.286 -0.077 0.086 -0.009 0.008 -0.174 | -| p4160_s | -0.073 -0.127 0.241 0.117 -0.012 -0.133 -0.086 1.000 0.177 -0.105 -0.060 0.022 -0.011 0.014 -0.020 0.260 -0.019 -0.186 -0.066 -0.128 0.032 0.007 0.049 0.311 | -| p4040_s | -0.193 -0.270 0.398 0.252 -0.011 -0.291 -0.226 0.177 1.000 -0.356 -0.096 0.074 -0.028 0.025 -0.009 0.133 -0.065 -0.362 -0.200 -0.088 0.012 0.010 -0.018 -0.042 | -| p4160_p | 0.577 0.449 -0.448 0.023 0.015 0.350 0.212 -0.105 -0.356 1.000 0.558 0.088 0.050 -0.018 -0.008 -0.032 0.068 0.353 0.200 0.406 0.021 -0.002 0.066 0.339 | -| jpsi_p | 0.658 0.485 -0.508 0.096 0.011 0.419 0.360 -0.060 -0.096 0.558 1.000 0.185 0.076 -0.033 -0.030 -0.072 0.106 0.455 0.332 0.246 0.032 -0.008 -0.056 0.202 | -| psi2s_p | -0.007 -0.032 0.263 -0.020 0.006 -0.210 -0.154 0.022 0.074 0.088 0.185 1.000 -0.017 0.012 0.008 -0.004 -0.049 -0.186 -0.141 0.097 -0.014 0.006 -0.042 0.069 | -| DDstar_s | 0.124 0.093 -0.120 -0.053 0.001 0.131 0.084 -0.011 -0.028 0.050 0.076 -0.017 1.000 -0.007 -0.005 0.008 0.027 0.134 0.078 0.010 0.010 -0.002 0.031 -0.022 | -| omega_s | -0.054 -0.052 0.062 0.030 -0.127 -0.064 -0.036 0.014 0.025 -0.018 -0.033 0.012 -0.007 1.000 -0.015 -0.006 -0.263 -0.067 -0.071 0.011 0.379 0.475 0.032 0.016 | -| phi_s | -0.021 -0.024 0.017 -0.001 0.359 -0.033 -0.037 -0.020 -0.009 -0.008 -0.030 0.008 -0.005 -0.015 1.000 -0.008 -0.076 -0.036 -0.041 -0.013 -0.106 -0.000 -0.129 0.004 | -| p4415_s | -0.021 -0.038 0.105 0.006 -0.004 0.006 0.095 0.260 0.133 -0.032 -0.072 -0.004 0.008 -0.006 -0.008 1.000 0.024 -0.007 0.087 -0.137 0.008 -0.002 -0.078 -0.012 | -| rho_s | 0.198 0.185 -0.209 -0.095 -0.021 0.236 0.180 -0.019 -0.065 0.068 0.106 -0.049 0.027 -0.263 -0.076 0.024 1.000 0.250 0.257 -0.011 0.204 -0.114 0.087 -0.053 | -| Dbar_s | 0.796 0.789 -0.871 -0.369 0.008 0.908 0.801 -0.186 -0.362 0.353 0.455 -0.186 0.134 -0.067 -0.036 -0.007 0.250 1.000 0.733 -0.033 0.067 -0.021 0.137 -0.147 | -| bplus_0 | 0.581 0.555 -0.645 -0.265 0.000 0.689 0.286 -0.066 -0.200 0.200 0.332 -0.141 0.078 -0.071 -0.041 0.087 0.257 0.733 1.000 -0.059 0.048 -0.022 0.014 -0.153 | -| p4415_p | 0.204 0.097 -0.042 0.122 -0.000 0.016 -0.077 -0.128 -0.088 0.406 0.246 0.097 0.010 0.011 -0.013 -0.137 -0.011 -0.033 -0.059 1.000 0.030 0.008 0.139 0.284 | -| rho_p | 0.047 0.045 -0.027 -0.004 -0.273 0.063 0.086 0.032 0.012 0.021 0.032 -0.014 0.010 0.379 -0.106 0.008 0.204 0.067 0.048 0.030 1.000 0.029 0.251 -0.006 | -| omega_p | -0.014 -0.016 0.020 0.013 -0.060 -0.020 -0.009 0.007 0.010 -0.002 -0.008 0.006 -0.002 0.475 -0.000 -0.002 -0.114 -0.021 -0.022 0.008 0.029 1.000 0.025 0.008 | -| bplus_2 | 0.119 0.122 0.122 -0.085 -0.066 0.167 0.008 0.049 -0.018 0.066 -0.056 -0.042 0.031 0.032 -0.129 -0.078 0.087 0.137 0.014 0.139 0.251 0.025 1.000 -0.021 | -| p4040_p | 0.040 0.046 0.016 0.130 0.005 -0.170 -0.174 0.311 -0.042 0.339 0.202 0.069 -0.022 0.016 0.004 -0.012 -0.053 -0.147 -0.153 0.284 -0.006 0.008 -0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.2044031713339018}), (, {'error': 0.16355516258630676}), (, {'error': 0.32065223159551426}), (, {'error': 0.2509854914270342}), (, {'error': 0.12576530612576153}), (, {'error': 1.2130957736896089}), (, {'error': 0.03253168157130959}), (, {'error': 0.15987765535792287}), (, {'error': 0.16950168934320292}), (, {'error': 0.12825065965702986}), (, {'error': 0.03651124105829995}), (, {'error': 0.033995191025075755}), (, {'error': 0.0949647152739996}), (, {'error': 0.9944586208275199}), (, {'error': 0.8323080699364986}), (, {'error': 0.18407822519004235}), (, {'error': 0.32442138015628974}), (, {'error': 0.3691824426501197}), (, {'error': 0.015618586506062737}), (, {'error': 0.22390060900254483}), (, {'error': 0.29022210695793493}), (, {'error': 0.2711810399302923}), (, {'error': 0.07430125903247986}), (, {'error': 0.22528855511604995})]) -Toy 1/25 -Time taken: 5 min, 37 s -Projected time left: 2 h, 14 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1462 (1462 total) | -| EDM = 0.000124 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297158.1512744687 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.39 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.28 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.67 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 7 | p4160_s | 2.18 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.17 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.670 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 13| omega_s | 4.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 21.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.25 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.519 | 0.023 | | | -2 | 2 | | -| 19| p4415_p | 4.26 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.52 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.30 | 0.10 | | | -2 | 2 | | -| 23| p4040_p | -2.40 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.302 -0.071 0.205 0.012 -0.167 0.388 -0.091 -0.159 0.261 0.225 0.007 0.054 -0.025 0.019 -0.061 0.081 -0.005 0.041 0.008 -0.009 -0.012 -0.297 0.166 | -| p3770_p | 0.302 1.000 -0.264 -0.230 0.007 0.356 0.178 -0.098 -0.188 0.227 0.116 -0.004 0.042 -0.017 0.008 -0.070 0.047 0.060 0.050 0.045 -0.008 -0.008 -0.141 0.163 | -| Ctt | -0.071 -0.264 1.000 -0.136 -0.018 -0.389 -0.203 0.293 0.373 -0.352 0.197 0.221 -0.011 0.019 -0.046 0.216 -0.021 -0.007 -0.008 -0.034 0.098 0.010 0.681 -0.257 | -| p3770_s | 0.205 -0.230 -0.136 1.000 -0.008 -0.085 0.078 0.008 0.086 0.015 -0.014 -0.407 0.040 -0.003 -0.017 0.003 0.019 0.039 0.044 -0.008 0.020 -0.001 -0.112 -0.031 | -| phi_p | 0.012 0.007 -0.018 -0.008 1.000 -0.002 -0.015 -0.018 -0.015 -0.001 0.014 -0.004 0.002 -0.119 0.641 -0.006 0.062 0.001 0.014 -0.015 -0.240 -0.031 -0.068 -0.006 | -| Dbar_p | -0.167 0.356 -0.389 -0.085 -0.002 1.000 0.200 -0.099 -0.107 -0.032 0.197 -0.085 0.009 -0.009 -0.010 0.014 0.046 0.045 0.043 -0.132 0.029 -0.004 -0.099 -0.105 | -| bplus_1 | 0.388 0.178 -0.203 0.078 -0.015 0.200 1.000 -0.019 -0.031 0.029 0.096 0.014 0.005 0.056 0.011 0.079 -0.137 0.003 -0.796 -0.113 0.019 0.024 -0.290 0.013 | -| p4160_s | -0.091 -0.098 0.293 0.008 -0.018 -0.099 -0.019 1.000 0.120 -0.196 -0.041 -0.055 0.008 0.010 -0.039 0.296 0.003 0.000 0.034 -0.225 0.066 0.005 0.152 0.270 | -| p4040_s | -0.159 -0.188 0.373 0.086 -0.015 -0.107 -0.031 0.120 1.000 -0.565 -0.033 0.009 0.001 0.010 -0.030 0.164 -0.003 -0.006 0.017 -0.237 0.052 0.005 0.138 -0.246 | -| p4160_p | 0.261 0.227 -0.352 0.015 -0.001 -0.032 0.029 -0.196 -0.565 1.000 -0.010 -0.151 0.071 -0.005 -0.001 -0.038 0.010 0.045 0.016 0.291 -0.007 -0.002 -0.080 0.261 | -| jpsi_p | 0.225 0.116 0.197 -0.014 0.014 0.197 0.096 -0.041 -0.033 -0.010 1.000 -0.021 0.088 -0.038 0.032 -0.019 0.042 0.077 -0.027 -0.026 -0.076 -0.019 0.088 -0.077 | -| psi2s_p | 0.007 -0.004 0.221 -0.407 -0.004 -0.085 0.014 -0.055 0.009 -0.151 -0.021 1.000 0.039 -0.002 -0.004 0.012 0.005 0.039 -0.006 -0.097 0.001 -0.002 0.013 -0.221 | -| DDstar_s | 0.054 0.042 -0.011 0.040 0.002 0.009 0.005 0.008 0.001 0.071 0.088 0.039 1.000 -0.001 0.002 -0.001 0.002 -0.003 0.001 0.046 -0.001 0.000 -0.000 0.049 | -| omega_s | -0.025 -0.017 0.019 -0.003 -0.119 -0.009 0.056 0.010 0.010 -0.005 -0.038 -0.002 -0.001 1.000 -0.047 -0.000 -0.404 -0.000 -0.082 0.011 0.378 0.364 0.062 -0.001 | -| phi_s | 0.019 0.008 -0.046 -0.017 0.641 -0.010 0.011 -0.039 -0.030 -0.001 0.032 -0.004 0.002 -0.047 1.000 -0.015 -0.020 -0.000 -0.017 -0.029 -0.165 0.002 -0.135 -0.009 | -| p4415_s | -0.061 -0.070 0.216 0.003 -0.006 0.014 0.079 0.296 0.164 -0.038 -0.019 0.012 -0.001 -0.000 -0.015 1.000 0.017 -0.000 0.027 -0.145 0.027 -0.000 -0.024 0.007 | -| rho_s | 0.081 0.047 -0.021 0.019 0.062 0.046 -0.137 0.003 -0.003 0.010 0.042 0.005 0.002 -0.404 -0.020 0.017 1.000 0.001 0.246 -0.014 0.102 -0.218 -0.058 0.004 | -| Dbar_s | -0.005 0.060 -0.007 0.039 0.001 0.045 0.003 0.000 -0.006 0.045 0.077 0.039 -0.003 -0.000 -0.000 -0.000 0.001 1.000 0.002 0.022 0.002 0.000 0.001 0.036 | -| bplus_0 | 0.041 0.050 -0.008 0.044 0.014 0.043 -0.796 0.034 0.017 0.016 -0.027 -0.006 0.001 -0.082 -0.017 0.027 0.246 0.002 1.000 0.007 -0.001 -0.036 -0.062 0.016 | -| p4415_p | 0.008 0.045 -0.034 -0.008 -0.015 -0.132 -0.113 -0.225 -0.237 0.291 -0.026 -0.097 0.046 0.011 -0.029 -0.145 -0.014 0.022 0.007 1.000 0.043 0.006 0.193 0.151 | -| rho_p | -0.009 -0.008 0.098 0.020 -0.240 0.029 0.019 0.066 0.052 -0.007 -0.076 0.001 -0.001 0.378 -0.165 0.027 0.102 0.002 -0.001 0.043 1.000 -0.035 0.248 0.004 | -| omega_p | -0.012 -0.008 0.010 -0.001 -0.031 -0.004 0.024 0.005 0.005 -0.002 -0.019 -0.002 0.000 0.364 0.002 -0.000 -0.218 0.000 -0.036 0.006 -0.035 1.000 0.031 -0.000 | -| bplus_2 | -0.297 -0.141 0.681 -0.112 -0.068 -0.099 -0.290 0.152 0.138 -0.080 0.088 0.013 -0.000 0.062 -0.135 -0.024 -0.058 0.001 -0.062 0.193 0.248 0.031 1.000 -0.068 | -| p4040_p | 0.166 0.163 -0.257 -0.031 -0.006 -0.105 0.013 0.270 -0.246 0.261 -0.077 -0.221 0.049 -0.001 -0.009 0.007 0.004 0.036 0.016 0.151 0.004 -0.000 -0.068 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.39547514141245577}), (, {'error': 0.1045284461850029}), (, {'error': 0.22263942532840247}), (, {'error': 0.23044599882138694}), (, {'error': 0.1949466843310974}), (, {'error': 0.386511832253841}), (, {'error': 0.048167675955336}), (, {'error': 0.16919029626570659}), (, {'error': 0.17464168337370578}), (, {'error': 0.10523829771770332}), (, {'error': 0.026584284436442562}), (, {'error': 0.03180893779091054}), (, {'error': 0.03131240801047164}), (, {'error': 0.9606126073494692}), (, {'error': 1.0233642017726439}), (, {'error': 0.18975006397489358}), (, {'error': 0.32572753295371276}), (, {'error': 0.027251170808559683}), (, {'error': 0.022861897041439372}), (, {'error': 0.17195972627771106}), (, {'error': 0.35973301839484506}), (, {'error': 0.3044061611546862}), (, {'error': 0.09778420951019773}), (, {'error': 0.1797183603460748})]) -Toy 2/25 -Time taken: 11 min, 27 s -Projected time left: 2 h, 11 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1550 (1550 total) | -| EDM = 0.00225 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297236.92934524536 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.20 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.10 | 0.19 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.80 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -6.07 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 6.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.795 | 0.017 | | | -2 | 2 | | -| 7 | p4160_s | 2.19 | 0.14 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.05 | 0.13 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.12 | 0.07 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.625 | 0.021 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.810 | 0.028 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.21 | 0.10 | | | -0.3 | 0.3 | | -| 13| omega_s | 9.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 18.5 | 0.7 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.44 | 0.12 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.85 | 0.25 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.30 | 0.31 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.425 | 0.009 | | | -2 | 2 | | -| 19| p4415_p | 3.92 | 0.14 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.56 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.33 | 0.06 | | | -2 | 2 | | -| 23| p4040_p | -2.76 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.641 -0.676 -0.512 -0.014 0.306 0.689 -0.489 -0.416 -0.278 -0.316 -0.400 -0.708 -0.002 0.033 -0.067 0.128 0.747 0.682 -0.447 -0.058 -0.006 0.657 -0.525 | -| p3770_p | 0.641 1.000 -0.764 -0.680 -0.019 0.510 0.781 -0.566 -0.502 -0.362 -0.450 -0.499 -0.769 -0.001 0.032 -0.085 0.142 0.831 0.776 -0.538 -0.066 -0.008 0.751 -0.609 | -| Ctt | -0.676 -0.764 1.000 0.668 0.019 -0.446 -0.859 0.654 0.598 0.390 0.468 0.603 0.873 0.000 -0.033 0.135 -0.157 -0.919 -0.851 0.609 0.069 0.006 -0.767 0.671 | -| p3770_s | -0.512 -0.680 0.668 1.000 0.018 -0.306 -0.686 0.514 0.488 0.358 0.452 0.367 0.704 0.002 -0.033 0.069 -0.129 -0.744 -0.679 0.502 0.059 0.008 -0.656 0.549 | -| phi_p | -0.014 -0.019 0.019 0.018 1.000 -0.007 -0.018 0.017 0.016 0.011 0.008 0.013 0.020 0.022 0.538 0.002 -0.009 -0.022 -0.016 0.016 -0.006 0.020 -0.008 0.017 | -| Dbar_p | 0.306 0.510 -0.446 -0.306 -0.007 1.000 0.490 -0.370 -0.327 -0.160 -0.170 -0.248 -0.501 -0.002 0.024 -0.070 0.091 0.514 0.484 -0.327 -0.040 -0.002 0.446 -0.334 | -| bplus_1 | 0.689 0.781 -0.859 -0.686 -0.018 0.490 1.000 -0.622 -0.550 -0.468 -0.505 -0.565 -0.857 0.001 0.031 -0.044 0.169 0.938 0.834 -0.624 -0.069 -0.003 0.816 -0.720 | -| p4160_s | -0.489 -0.566 0.654 0.514 0.017 -0.370 -0.622 1.000 0.358 0.299 0.369 0.388 0.622 0.002 -0.031 0.162 -0.116 -0.684 -0.615 0.413 0.055 0.009 -0.598 0.617 | -| p4040_s | -0.416 -0.502 0.598 0.488 0.016 -0.327 -0.550 0.358 1.000 0.138 0.348 0.354 0.546 0.002 -0.028 0.087 -0.103 -0.608 -0.545 0.358 0.049 0.008 -0.543 0.429 | -| p4160_p | -0.278 -0.362 0.390 0.358 0.011 -0.160 -0.468 0.299 0.138 1.000 0.305 0.288 0.478 0.001 -0.021 0.086 -0.086 -0.485 -0.462 0.419 0.039 0.004 -0.411 0.376 | -| jpsi_p | -0.316 -0.450 0.468 0.452 0.008 -0.170 -0.505 0.369 0.348 0.305 1.000 0.390 0.507 0.007 -0.039 0.028 -0.098 -0.557 -0.499 0.379 0.045 0.006 -0.499 0.436 | -| psi2s_p | -0.400 -0.499 0.603 0.367 0.013 -0.248 -0.565 0.388 0.354 0.288 0.390 1.000 0.566 0.002 -0.027 0.046 -0.105 -0.613 -0.561 0.394 0.048 0.006 -0.559 0.433 | -| DDstar_s | -0.708 -0.769 0.873 0.704 0.020 -0.501 -0.857 0.622 0.546 0.478 0.507 0.566 1.000 0.001 -0.035 0.049 -0.158 -0.947 -0.851 0.619 0.072 0.007 -0.841 0.729 | -| omega_s | -0.002 -0.001 0.000 0.002 0.022 -0.002 0.001 0.002 0.002 0.001 0.007 0.002 0.001 1.000 0.001 0.000 0.084 -0.001 0.002 0.002 -0.020 -0.336 0.007 0.002 | -| phi_s | 0.033 0.032 -0.033 -0.033 0.538 0.024 0.031 -0.031 -0.028 -0.021 -0.039 -0.027 -0.035 0.001 1.000 -0.004 0.003 0.039 0.030 -0.030 0.003 0.018 0.015 -0.033 | -| p4415_s | -0.067 -0.085 0.135 0.069 0.002 -0.070 -0.044 0.162 0.087 0.086 0.028 0.046 0.049 0.000 -0.004 1.000 -0.011 -0.087 -0.045 0.018 0.006 0.001 -0.106 0.090 | -| rho_s | 0.128 0.142 -0.157 -0.129 -0.009 0.091 0.169 -0.116 -0.103 -0.086 -0.098 -0.105 -0.158 0.084 0.003 -0.011 1.000 0.173 0.186 -0.114 0.000 0.287 0.165 -0.133 | -| Dbar_s | 0.747 0.831 -0.919 -0.744 -0.022 0.514 0.938 -0.684 -0.608 -0.485 -0.557 -0.613 -0.947 -0.001 0.039 -0.087 0.173 1.000 0.930 -0.668 -0.078 -0.008 0.897 -0.767 | -| bplus_0 | 0.682 0.776 -0.851 -0.679 -0.016 0.484 0.834 -0.615 -0.545 -0.462 -0.499 -0.561 -0.851 0.002 0.030 -0.045 0.186 0.930 1.000 -0.617 -0.071 -0.000 0.809 -0.712 | -| p4415_p | -0.447 -0.538 0.609 0.502 0.016 -0.327 -0.624 0.413 0.358 0.419 0.379 0.394 0.619 0.002 -0.030 0.018 -0.114 -0.668 -0.617 1.000 0.054 0.008 -0.572 0.546 | -| rho_p | -0.058 -0.066 0.069 0.059 -0.006 -0.040 -0.069 0.055 0.049 0.039 0.045 0.048 0.072 -0.020 0.003 0.006 0.000 -0.078 -0.071 0.054 1.000 -0.033 -0.057 0.061 | -| omega_p | -0.006 -0.008 0.006 0.008 0.020 -0.002 -0.003 0.009 0.008 0.004 0.006 0.006 0.007 -0.336 0.018 0.001 0.287 -0.008 -0.000 0.008 -0.033 1.000 0.008 0.007 | -| bplus_2 | 0.657 0.751 -0.767 -0.656 -0.008 0.446 0.816 -0.598 -0.543 -0.411 -0.499 -0.559 -0.841 0.007 0.015 -0.106 0.165 0.897 0.809 -0.572 -0.057 0.008 1.000 -0.673 | -| p4040_p | -0.525 -0.609 0.671 0.549 0.017 -0.334 -0.720 0.617 0.429 0.376 0.436 0.433 0.729 0.002 -0.033 0.090 -0.133 -0.767 -0.712 0.546 0.061 0.007 -0.673 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.7502688579743348}), (, {'error': 0.1281769189903832}), (, {'error': 0.19397117067528202}), (, {'error': 0.2257532610728885}), (, {'error': 0.17075423350465257}), (, {'error': 0.3041295561359849}), (, {'error': 0.016802415163331585}), (, {'error': 0.1396880561980538}), (, {'error': 0.12982467217582472}), (, {'error': 0.07082087604756904}), (, {'error': 0.02075584763173266}), (, {'error': 0.027992221929754812}), (, {'error': 0.10179082833829539}), (, {'error': 1.02184293833258}), (, {'error': 0.731344876985359}), (, {'error': 0.12346694418780846}), (, {'error': 0.24670999636392232}), (, {'error': 0.30788291139331103}), (, {'error': 0.00857316235150285}), (, {'error': 0.13580948644096313}), (, {'error': 0.1258045589147292}), (, {'error': 0.16261600589998837}), (, {'error': 0.06332963354136645}), (, {'error': 0.17688966911843984})]) -Toy 3/25 -Time taken: 17 min, 35 s -Projected time left: 2 h, 8 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1408 (1408 total) | -| EDM = 3.23E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297200.14159336395 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.81 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.88 | 0.23 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.42 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.31 | 0.27 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 5.33 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 1.77 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.89 | 0.16 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.642 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.896 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.7 | 1.9 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 15.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.476 | 0.020 | | | -2 | 2 | | -| 19| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | -2.12 | 0.22 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.294 -0.081 0.245 0.004 -0.086 0.320 -0.069 -0.117 0.279 0.333 0.087 0.025 0.005 0.006 0.006 0.060 -0.003 0.020 0.003 0.000 0.018 -0.209 0.196 | -| p3770_p | 0.294 1.000 -0.228 -0.091 -0.003 0.404 0.143 -0.071 -0.168 0.264 0.188 0.124 0.012 0.001 0.001 0.009 0.034 0.023 0.035 0.002 -0.016 0.009 -0.133 0.231 | -| Ctt | -0.081 -0.228 1.000 -0.285 -0.006 -0.274 -0.201 0.253 0.345 -0.431 0.203 0.127 0.002 -0.015 -0.038 -0.008 -0.007 0.013 -0.014 -0.008 0.116 -0.014 0.773 -0.384 | -| p3770_s | 0.245 -0.091 -0.285 1.000 0.001 0.080 0.116 -0.028 0.030 0.101 0.036 -0.428 0.021 -0.006 -0.007 0.002 0.023 0.029 0.049 0.001 0.016 0.001 -0.174 0.039 | -| phi_p | 0.004 -0.003 -0.006 0.001 1.000 0.004 0.009 0.002 0.002 -0.001 -0.030 -0.003 0.000 -0.046 0.741 0.000 0.021 0.000 0.003 -0.000 0.148 -0.027 0.009 0.000 | -| Dbar_p | -0.086 0.404 -0.274 0.080 0.004 1.000 0.177 -0.115 -0.150 0.093 0.299 0.047 0.003 -0.001 -0.005 -0.004 0.038 0.017 0.033 0.002 0.031 0.008 -0.077 0.031 | -| bplus_1 | 0.320 0.143 -0.201 0.116 0.009 0.177 1.000 -0.049 -0.037 0.063 0.118 0.074 -0.014 -0.004 0.023 -0.007 -0.181 -0.007 -0.858 -0.001 0.009 -0.047 -0.243 0.051 | -| p4160_s | -0.069 -0.071 0.253 -0.028 0.002 -0.115 -0.049 1.000 0.080 -0.165 -0.042 -0.121 0.013 -0.012 -0.024 -0.022 0.005 0.007 0.029 -0.007 0.084 -0.009 0.236 0.278 | -| p4040_s | -0.117 -0.168 0.345 0.030 0.002 -0.150 -0.037 0.080 1.000 -0.536 -0.058 -0.102 0.014 -0.011 -0.021 -0.021 0.003 0.006 0.019 -0.002 0.076 -0.009 0.213 -0.239 | -| p4160_p | 0.279 0.264 -0.431 0.101 -0.001 0.093 0.063 -0.165 -0.536 1.000 0.053 -0.077 0.027 0.000 0.006 0.025 0.008 0.020 0.010 -0.003 -0.028 0.002 -0.179 0.305 | -| jpsi_p | 0.333 0.188 0.203 0.036 -0.030 0.299 0.118 -0.042 -0.058 0.053 1.000 0.033 0.045 -0.017 -0.009 0.002 0.032 0.040 -0.041 0.002 -0.078 -0.007 0.104 -0.019 | -| psi2s_p | 0.087 0.124 0.127 -0.428 -0.003 0.047 0.074 -0.121 -0.102 -0.077 0.033 1.000 0.029 -0.006 -0.004 -0.007 0.014 0.030 -0.003 0.003 0.004 -0.002 -0.022 -0.176 | -| DDstar_s | 0.025 0.012 0.002 0.021 0.000 0.003 -0.014 0.013 0.014 0.027 0.045 0.029 1.000 0.000 0.000 0.002 -0.002 -0.002 0.000 -0.001 0.000 0.000 0.011 0.020 | -| omega_s | 0.005 0.001 -0.015 -0.006 -0.046 -0.001 -0.004 -0.012 -0.011 0.000 -0.017 -0.006 0.000 1.000 0.013 -0.001 0.108 0.000 0.007 0.000 0.026 0.870 -0.035 -0.002 | -| phi_s | 0.006 0.001 -0.038 -0.007 0.741 -0.005 0.023 -0.024 -0.021 0.006 -0.009 -0.004 0.000 0.013 1.000 -0.001 0.022 -0.000 -0.016 0.001 0.158 0.012 -0.066 0.002 | -| p4415_s | 0.006 0.009 -0.008 0.002 0.000 -0.004 -0.007 -0.022 -0.021 0.025 0.002 -0.007 0.002 -0.001 -0.001 1.000 -0.000 0.001 0.001 -0.026 0.003 -0.001 0.013 0.014 | -| rho_s | 0.060 0.034 -0.007 0.023 0.021 0.038 -0.181 0.005 0.003 0.008 0.032 0.014 -0.002 0.108 0.022 -0.000 1.000 -0.001 0.257 -0.000 0.184 0.390 -0.029 0.006 | -| Dbar_s | -0.003 0.023 0.013 0.029 0.000 0.017 -0.007 0.007 0.006 0.020 0.040 0.030 -0.002 0.000 -0.000 0.001 -0.001 1.000 0.001 -0.000 0.001 0.000 0.007 0.020 | -| bplus_0 | 0.020 0.035 -0.014 0.049 0.003 0.033 -0.858 0.029 0.019 0.010 -0.041 -0.003 0.000 0.007 -0.016 0.001 0.257 0.001 1.000 -0.001 0.014 0.066 -0.049 0.014 | -| p4415_p | 0.003 0.002 -0.008 0.001 -0.000 0.002 -0.001 -0.007 -0.002 -0.003 0.002 0.003 -0.001 0.000 0.001 -0.026 -0.000 -0.000 -0.001 1.000 -0.002 0.000 -0.004 -0.002 | -| rho_p | 0.000 -0.016 0.116 0.016 0.148 0.031 0.009 0.084 0.076 -0.028 -0.078 0.004 0.000 0.026 0.158 0.003 0.184 0.001 0.014 -0.002 1.000 0.010 0.262 -0.014 | -| omega_p | 0.018 0.009 -0.014 0.001 -0.027 0.008 -0.047 -0.009 -0.009 0.002 -0.007 -0.002 0.000 0.870 0.012 -0.001 0.390 0.000 0.066 0.000 0.010 1.000 -0.036 -0.000 | -| bplus_2 | -0.209 -0.133 0.773 -0.174 0.009 -0.077 -0.243 0.236 0.213 -0.179 0.104 -0.022 0.011 -0.035 -0.066 0.013 -0.029 0.007 -0.049 -0.004 0.262 -0.036 1.000 -0.158 | -| p4040_p | 0.196 0.231 -0.384 0.039 0.000 0.031 0.051 0.278 -0.239 0.305 -0.019 -0.176 0.020 -0.002 0.002 0.014 0.006 0.020 0.014 -0.002 -0.014 -0.000 -0.158 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3201203709027123}), (, {'error': 0.10241661180087736}), (, {'error': 0.22904578816700893}), (, {'error': 0.22956267980335854}), (, {'error': 0.2720380394504285}), (, {'error': 0.2964916118768537}), (, {'error': 0.040130037300876054}), (, {'error': 0.15959861710497036}), (, {'error': 0.16349822689338495}), (, {'error': 0.12427873097324582}), (, {'error': 0.029060055949226893}), (, {'error': 0.031581474371807694}), (, {'error': 0.019718349253370515}), (, {'error': 1.921329368916719}), (, {'error': 1.1535498326194364}), (, {'error': 0.041824632609268275}), (, {'error': 0.3328610297074742}), (, {'error': 0.017651160478853234}), (, {'error': 0.019991212782184853}), (, {'error': 0.15654347253765621}), (, {'error': 0.47754572085255953}), (, {'error': 0.44686356130115135}), (, {'error': 0.09059034528535748}), (, {'error': 0.21607454618338018})]) -Toy 4/25 -Time taken: 23 min, 25 s -Projected time left: 2 h, 2 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1180 (1180 total) | -| EDM = 9.07E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297322.14667766093 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.96 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.026 | 0.198 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.65 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -4.29 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.28 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.667 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.935 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 15.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.483 | 0.022 | | | -2 | 2 | | -| 19| p4415_p | 4.26 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 6.20 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.05 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | 3.73 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.225 -0.095 0.128 0.008 -0.077 0.338 -0.065 -0.098 0.158 0.110 -0.018 0.025 -0.020 0.013 -0.039 0.059 0.003 0.028 -0.029 -0.018 0.007 -0.249 0.091 | -| p3770_p | 0.225 1.000 -0.232 -0.230 0.001 0.314 0.092 -0.059 -0.132 0.202 0.046 -0.010 0.020 -0.010 0.004 -0.060 0.022 0.025 0.036 0.069 -0.015 0.004 -0.085 0.164 | -| Ctt | -0.095 -0.232 1.000 -0.131 -0.006 -0.287 -0.156 0.256 0.342 -0.352 0.226 0.210 -0.002 -0.011 -0.050 0.200 0.018 0.006 -0.002 -0.065 0.074 -0.001 0.671 -0.255 | -| p3770_s | 0.128 -0.230 -0.131 1.000 0.002 -0.016 0.048 0.030 0.128 -0.038 -0.034 -0.410 0.019 -0.010 -0.016 0.025 0.022 0.020 0.050 -0.027 0.018 0.001 -0.062 -0.059 | -| phi_p | 0.008 0.001 -0.006 0.002 1.000 0.007 -0.012 0.003 0.002 -0.001 -0.017 -0.001 0.001 -0.036 0.472 0.003 0.046 0.000 0.028 -0.001 0.067 0.008 0.005 0.000 | -| Dbar_p | -0.077 0.314 -0.287 -0.016 0.007 1.000 0.172 -0.058 -0.047 0.039 0.241 0.011 0.003 -0.016 -0.005 0.013 0.042 0.016 0.035 -0.066 0.009 0.003 -0.068 -0.027 | -| bplus_1 | 0.338 0.092 -0.156 0.048 -0.012 0.172 1.000 0.016 0.026 -0.022 0.049 0.030 -0.002 0.067 0.016 0.096 -0.148 -0.002 -0.848 -0.113 0.041 -0.019 -0.363 -0.003 | -| p4160_s | -0.065 -0.059 0.256 0.030 0.003 -0.058 0.016 1.000 0.049 -0.177 -0.035 -0.065 0.006 -0.011 -0.030 0.287 0.029 0.002 0.043 -0.245 0.045 -0.000 0.113 0.301 | -| p4040_s | -0.098 -0.132 0.342 0.128 0.002 -0.047 0.026 0.049 1.000 -0.546 0.001 0.027 0.003 -0.008 -0.020 0.133 0.021 -0.002 0.026 -0.248 0.031 0.000 0.078 -0.233 | -| p4160_p | 0.158 0.202 -0.352 -0.038 -0.001 0.039 -0.022 -0.177 -0.546 1.000 -0.037 -0.156 0.037 -0.003 -0.005 -0.005 0.003 0.024 0.019 0.275 0.002 0.001 -0.011 0.159 | -| jpsi_p | 0.110 0.046 0.226 -0.034 -0.017 0.241 0.049 -0.035 0.001 -0.037 1.000 -0.016 0.047 -0.013 0.023 -0.023 -0.004 0.036 -0.054 -0.019 -0.075 0.011 0.119 -0.093 | -| psi2s_p | -0.018 -0.010 0.210 -0.410 -0.001 0.011 0.030 -0.065 0.027 -0.156 -0.016 1.000 0.022 -0.005 -0.002 0.011 0.008 0.021 -0.003 -0.107 -0.001 0.002 0.007 -0.238 | -| DDstar_s | 0.025 0.020 -0.002 0.019 0.001 0.003 -0.002 0.006 0.003 0.037 0.047 0.022 1.000 -0.000 0.000 0.000 0.000 -0.001 0.000 0.024 -0.000 -0.000 0.005 0.029 | -| omega_s | -0.020 -0.010 -0.011 -0.010 -0.036 -0.016 0.067 -0.011 -0.008 -0.003 -0.013 -0.005 -0.000 1.000 0.017 -0.009 -0.352 -0.000 -0.092 -0.003 0.267 -0.354 -0.023 -0.005 | -| phi_s | 0.013 0.004 -0.050 -0.016 0.472 -0.005 0.016 -0.030 -0.020 -0.005 0.023 -0.002 0.000 0.017 1.000 -0.009 0.058 -0.000 -0.010 -0.025 0.066 -0.007 -0.115 -0.012 | -| p4415_s | -0.039 -0.060 0.200 0.025 0.003 0.013 0.096 0.287 0.133 -0.005 -0.023 0.011 0.000 -0.009 -0.009 1.000 0.024 -0.000 0.027 -0.140 0.013 0.001 -0.052 0.044 | -| rho_s | 0.059 0.022 0.018 0.022 0.046 0.042 -0.148 0.029 0.021 0.003 -0.004 0.008 0.000 -0.352 0.058 0.024 1.000 0.000 0.227 0.003 0.206 0.087 0.058 0.009 | -| Dbar_s | 0.003 0.025 0.006 0.020 0.000 0.016 -0.002 0.002 -0.002 0.024 0.036 0.021 -0.001 -0.000 -0.000 -0.000 0.000 1.000 0.001 0.013 0.000 -0.000 0.003 0.022 | -| bplus_0 | 0.028 0.036 -0.002 0.050 0.028 0.035 -0.848 0.043 0.026 0.019 -0.054 -0.003 0.000 -0.092 -0.010 0.027 0.227 0.001 1.000 0.016 -0.042 0.025 0.084 0.027 | -| p4415_p | -0.029 0.069 -0.065 -0.027 -0.001 -0.066 -0.113 -0.245 -0.248 0.275 -0.019 -0.107 0.024 -0.003 -0.025 -0.140 0.003 0.013 0.016 1.000 0.038 -0.002 0.205 0.099 | -| rho_p | -0.018 -0.015 0.074 0.018 0.067 0.009 0.041 0.045 0.031 0.002 -0.075 -0.001 -0.000 0.267 0.066 0.013 0.206 0.000 -0.042 0.038 1.000 -0.012 0.192 0.013 | -| omega_p | 0.007 0.004 -0.001 0.001 0.008 0.003 -0.019 -0.000 0.000 0.001 0.011 0.002 -0.000 -0.354 -0.007 0.001 0.087 -0.000 0.025 -0.002 -0.012 1.000 -0.007 0.001 | -| bplus_2 | -0.249 -0.085 0.671 -0.062 0.005 -0.068 -0.363 0.113 0.078 -0.011 0.119 0.007 0.005 -0.023 -0.115 -0.052 0.058 0.003 0.084 0.205 0.192 -0.007 1.000 -0.027 | -| p4040_p | 0.091 0.164 -0.255 -0.059 0.000 -0.027 -0.003 0.301 -0.233 0.159 -0.093 -0.238 0.029 -0.005 -0.012 0.044 0.009 0.022 0.027 0.099 0.013 0.001 -0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29376081627964457}), (, {'error': 0.09963725508965915}), (, {'error': 0.19834159756353043}), (, {'error': 0.23175905889991166}), (, {'error': 0.18446088976162045}), (, {'error': 0.2867125925091436}), (, {'error': 0.04446241969698095}), (, {'error': 0.16938076162195248}), (, {'error': 0.17042552139085054}), (, {'error': 0.09907882500245457}), (, {'error': 0.02581908258634602}), (, {'error': 0.03138732788523324}), (, {'error': 0.018127709238199452}), (, {'error': 0.940773538960392}), (, {'error': 0.8756129521311191}), (, {'error': 0.18748164417338897}), (, {'error': 0.3243591871152577}), (, {'error': 0.013565199094694558}), (, {'error': 0.02153485129953081}), (, {'error': 0.17931158700988004}), (, {'error': 0.2285045309099072}), (, {'error': 0.38032420531569144}), (, {'error': 0.08880397159837117}), (, {'error': 0.1430883787614734})]) -Toy 5/25 -Time taken: 28 min, 39 s -Projected time left: 1 h, 54 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1309 (1309 total) | -| EDM = 0.000965 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297450.3288067 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.12 | 1.50 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.93 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.031 | 0.303 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.38 | 0.27 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.43 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -2.6 | 1.7 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.96 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 1.78 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.04 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.54 | 0.29 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.25 | 0.12 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.468 | 0.017 | | | -2 | 2 | | -| 19| p4415_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 5.50 | 0.26 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.17 | 0.08 | | | -2 | 2 | | -| 23| p4040_p | -2.82 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.256 0.793 0.238 -0.023 -0.915 0.362 -0.061 -0.176 -0.528 -0.551 0.081 0.461 0.061 0.037 -0.017 -0.128 0.509 0.307 -0.491 -0.079 -0.014 -0.162 -0.132 | -| p3770_p | -0.256 1.000 -0.234 -0.112 0.005 0.138 -0.120 -0.005 -0.095 0.365 0.322 0.118 -0.053 -0.016 -0.009 -0.075 0.032 -0.381 -0.061 0.260 0.010 0.003 0.062 0.271 | -| Ctt | 0.793 -0.234 1.000 0.273 -0.014 -0.826 0.378 0.105 0.020 -0.445 -0.450 0.301 0.387 0.061 0.017 0.073 -0.148 0.622 0.315 -0.325 -0.028 -0.016 -0.451 -0.054 | -| p3770_s | 0.238 -0.112 0.273 1.000 -0.002 -0.438 0.147 0.050 0.011 0.080 0.196 0.025 0.165 0.030 0.017 -0.043 -0.061 0.244 0.123 0.054 -0.032 -0.010 0.034 0.211 | -| phi_p | -0.023 0.005 -0.014 -0.002 1.000 0.021 -0.003 0.009 0.010 0.012 0.012 -0.001 -0.009 -0.006 0.488 0.004 -0.018 -0.020 -0.026 0.016 0.111 -0.007 -0.028 0.006 | -| Dbar_p | -0.915 0.138 -0.826 -0.438 0.021 1.000 -0.401 0.018 0.204 0.299 0.294 -0.271 -0.454 -0.069 -0.051 0.066 0.135 -0.585 -0.340 0.307 0.101 0.018 0.115 -0.101 | -| bplus_1 | 0.362 -0.120 0.378 0.147 -0.003 -0.401 1.000 -0.021 -0.106 -0.098 -0.146 0.091 0.102 -0.031 -0.015 -0.109 0.067 0.353 -0.591 -0.079 -0.025 0.008 -0.195 0.050 | -| p4160_s | -0.061 -0.005 0.105 0.050 0.009 0.018 -0.021 1.000 -0.048 -0.038 0.018 -0.016 -0.060 -0.002 -0.023 0.303 -0.012 0.099 -0.049 -0.069 0.056 0.000 -0.062 0.335 | -| p4040_s | -0.176 -0.095 0.020 0.011 0.010 0.204 -0.106 -0.048 1.000 -0.312 0.008 -0.022 -0.134 -0.018 -0.025 0.166 0.026 -0.024 -0.115 -0.126 0.057 0.005 0.002 -0.204 | -| p4160_p | -0.528 0.365 -0.445 0.080 0.012 0.299 -0.098 -0.038 -0.312 1.000 0.561 0.094 -0.196 -0.016 -0.004 -0.089 0.038 -0.224 -0.077 0.578 0.012 0.001 0.090 0.340 | -| jpsi_p | -0.551 0.322 -0.450 0.196 0.012 0.294 -0.146 0.018 0.008 0.561 1.000 0.225 -0.244 -0.031 -0.019 -0.081 0.064 -0.298 -0.176 0.439 0.025 0.006 0.271 0.355 | -| psi2s_p | 0.081 0.118 0.301 0.025 -0.001 -0.271 0.091 -0.016 -0.022 0.094 0.225 1.000 0.053 0.015 0.014 -0.024 -0.026 0.137 0.073 0.063 -0.027 -0.005 0.003 0.099 | -| DDstar_s | 0.461 -0.053 0.387 0.165 -0.009 -0.454 0.102 -0.060 -0.134 -0.196 -0.244 0.053 1.000 0.018 0.015 -0.034 -0.032 0.312 0.082 -0.231 -0.032 -0.003 0.009 -0.022 | -| omega_s | 0.061 -0.016 0.061 0.030 -0.006 -0.069 -0.031 -0.002 -0.018 -0.016 -0.031 0.015 0.018 1.000 0.041 -0.016 -0.460 0.060 0.100 -0.014 -0.001 -0.470 -0.042 0.010 | -| phi_s | 0.037 -0.009 0.017 0.017 0.488 -0.051 -0.015 -0.023 -0.025 -0.004 -0.019 0.014 0.015 0.041 1.000 -0.014 -0.025 0.045 0.059 -0.019 0.076 -0.016 0.083 0.005 | -| p4415_s | -0.017 -0.075 0.073 -0.043 0.004 0.066 -0.109 0.303 0.166 -0.089 -0.081 -0.024 -0.034 -0.016 -0.014 1.000 0.032 -0.037 -0.101 -0.162 0.024 0.005 0.113 -0.012 | -| rho_s | -0.128 0.032 -0.148 -0.061 -0.018 0.135 0.067 -0.012 0.026 0.038 0.064 -0.026 -0.032 -0.460 -0.025 0.032 1.000 -0.117 -0.218 0.022 0.080 0.094 0.178 -0.020 | -| Dbar_s | 0.509 -0.381 0.622 0.244 -0.020 -0.585 0.353 0.099 -0.024 -0.224 -0.298 0.137 0.312 0.060 0.045 -0.037 -0.117 1.000 0.319 -0.129 -0.093 -0.016 -0.171 0.076 | -| bplus_0 | 0.307 -0.061 0.315 0.123 -0.026 -0.340 -0.591 -0.049 -0.115 -0.077 -0.176 0.073 0.082 0.100 0.059 -0.101 -0.218 0.319 1.000 -0.087 -0.089 -0.027 -0.171 0.029 | -| p4415_p | -0.491 0.260 -0.325 0.054 0.016 0.307 -0.079 -0.069 -0.126 0.578 0.439 0.063 -0.231 -0.014 -0.019 -0.162 0.022 -0.129 -0.087 1.000 0.051 0.001 -0.031 0.314 | -| rho_p | -0.079 0.010 -0.028 -0.032 0.111 0.101 -0.025 0.056 0.057 0.012 0.025 -0.027 -0.032 -0.001 0.076 0.024 0.080 -0.093 -0.089 0.051 1.000 0.179 -0.241 -0.004 | -| omega_p | -0.014 0.003 -0.016 -0.010 -0.007 0.018 0.008 0.000 0.005 0.001 0.006 -0.005 -0.003 -0.470 -0.016 0.005 0.094 -0.016 -0.027 0.001 0.179 1.000 0.011 -0.005 | -| bplus_2 | -0.162 0.062 -0.451 0.034 -0.028 0.115 -0.195 -0.062 0.002 0.090 0.271 0.003 0.009 -0.042 0.083 0.113 0.178 -0.171 -0.171 -0.031 -0.241 0.011 1.000 0.039 | -| p4040_p | -0.132 0.271 -0.054 0.211 0.006 -0.101 0.050 0.335 -0.204 0.340 0.355 0.099 -0.022 0.010 0.005 -0.012 -0.020 0.076 0.029 0.314 -0.004 -0.005 0.039 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.5018189538282214}), (, {'error': 0.1324751490327336}), (, {'error': 0.30291234461016914}), (, {'error': 0.2744935181129704}), (, {'error': 0.18717428016228377}), (, {'error': 1.7003252934925066}), (, {'error': 0.036731917393795666}), (, {'error': 0.16648633254031786}), (, {'error': 0.1744891898728802}), (, {'error': 0.1620898414681342}), (, {'error': 0.03638106417914244}), (, {'error': 0.03550666840572703}), (, {'error': 0.396320653262341}), (, {'error': 1.0647501669179573}), (, {'error': 0.9670019215862684}), (, {'error': 0.18813148595078166}), (, {'error': 0.2939981968514499}), (, {'error': 0.11665301817689269}), (, {'error': 0.01746900741830204}), (, {'error': 0.21942515410117758}), (, {'error': 0.25524228632306123}), (, {'error': 0.21178075357581605}), (, {'error': 0.08212269634529967}), (, {'error': 0.22758575056716457})]) -Toy 6/25 -Time taken: 34 min, 18 s -Projected time left: 1 h, 48 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1282 (1282 total) | -| EDM = 0.00027 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297328.3223720776 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.90 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.38 | 0.30 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.62 | 0.25 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.05 | 0.40 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 2.73 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.94 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.98 | 0.19 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.55 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.96 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 17.5 | 1.6 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 0.97 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.91 | 0.27 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.508 | 0.022 | | | -2 | 2 | | -| 19| p4415_p | 5.54 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.50 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.42 | 0.12 | | | -2 | 2 | | -| 23| p4040_p | -2.99 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.240 -0.016 0.205 0.003 -0.079 0.091 0.016 -0.086 -0.001 0.383 0.180 0.007 -0.004 -0.001 -0.015 0.014 -0.004 0.024 0.122 0.015 -0.002 -0.040 0.253 | -| p3770_p | 0.240 1.000 -0.324 0.032 -0.003 0.465 0.108 0.019 -0.289 0.000 0.170 0.124 -0.005 -0.008 0.000 -0.106 0.016 -0.000 0.043 0.150 -0.032 -0.004 -0.243 0.263 | -| Ctt | -0.016 -0.324 1.000 -0.445 -0.011 -0.131 -0.257 -0.026 0.584 -0.002 0.330 0.117 0.011 -0.003 -0.036 0.345 -0.017 0.036 -0.020 -0.210 0.145 -0.009 0.878 -0.324 | -| p3770_s | 0.205 0.032 -0.445 1.000 0.004 0.175 0.130 0.013 -0.149 0.000 0.005 -0.368 0.000 -0.002 0.003 -0.119 0.011 0.006 0.049 0.095 -0.013 0.001 -0.331 0.205 | -| phi_p | 0.003 -0.003 -0.011 0.004 1.000 0.008 0.024 0.000 -0.003 -0.000 -0.051 -0.006 0.000 0.042 0.869 0.001 0.038 0.000 -0.010 0.004 0.251 0.060 0.011 0.004 | -| Dbar_p | -0.079 0.465 -0.131 0.175 0.008 1.000 0.125 0.009 -0.089 0.001 0.376 0.143 0.001 -0.004 -0.002 -0.068 0.017 0.008 0.051 0.004 0.044 -0.002 -0.061 0.077 | -| bplus_1 | 0.091 0.108 -0.257 0.130 0.024 0.125 1.000 0.005 -0.087 -0.000 -0.009 0.068 -0.023 0.088 0.036 -0.067 -0.156 -0.018 -0.900 -0.054 -0.014 0.064 -0.226 0.096 | -| p4160_s | 0.016 0.019 -0.026 0.013 0.000 0.009 0.005 1.000 -0.026 -0.002 0.003 -0.002 0.000 0.000 0.000 0.001 0.000 0.000 0.001 0.011 -0.002 0.000 -0.016 0.003 | -| p4040_s | -0.086 -0.289 0.584 -0.149 -0.003 -0.089 -0.087 -0.026 1.000 0.006 0.104 0.088 0.007 -0.002 -0.018 0.091 -0.003 0.010 0.001 -0.255 0.086 -0.005 0.416 -0.352 | -| p4160_p | -0.001 0.000 -0.002 0.000 -0.000 0.001 -0.000 -0.002 0.006 1.000 0.000 0.003 -0.000 -0.000 0.000 -0.001 0.000 -0.000 -0.000 0.004 -0.001 0.000 -0.002 -0.003 | -| jpsi_p | 0.383 0.170 0.330 0.005 -0.051 0.376 -0.009 0.003 0.104 0.000 1.000 0.130 0.014 -0.033 -0.044 0.069 0.017 0.025 -0.035 0.023 -0.041 -0.025 0.272 0.004 | -| psi2s_p | 0.180 0.124 0.117 -0.368 -0.006 0.143 0.068 -0.002 0.088 0.003 0.130 1.000 0.015 -0.006 -0.011 -0.053 0.009 0.024 0.001 -0.055 0.022 -0.005 0.023 -0.193 | -| DDstar_s | 0.007 -0.005 0.011 0.000 0.000 0.001 -0.023 0.000 0.007 -0.000 0.014 0.015 1.000 0.001 -0.000 0.013 -0.003 -0.001 -0.001 0.006 0.001 0.001 0.018 0.014 | -| omega_s | -0.004 -0.008 -0.003 -0.002 0.042 -0.004 0.088 0.000 -0.002 -0.000 -0.033 -0.006 0.001 1.000 0.072 0.001 -0.312 0.001 -0.092 0.005 0.093 0.751 0.022 0.000 | -| phi_s | -0.001 0.000 -0.036 0.003 0.869 -0.002 0.036 0.000 -0.018 0.000 -0.044 -0.011 -0.000 0.072 1.000 -0.018 0.021 -0.001 -0.023 0.000 0.243 0.075 -0.038 -0.002 | -| p4415_s | -0.015 -0.106 0.345 -0.119 0.001 -0.068 -0.067 0.001 0.091 -0.001 0.069 -0.053 0.013 0.001 -0.018 1.000 -0.004 0.015 0.016 -0.030 0.098 -0.003 0.329 -0.023 | -| rho_s | 0.014 0.016 -0.017 0.011 0.038 0.017 -0.156 0.000 -0.003 0.000 0.017 0.009 -0.003 -0.312 0.021 -0.004 1.000 -0.002 0.190 -0.008 0.167 -0.038 -0.048 0.006 | -| Dbar_s | -0.004 -0.000 0.036 0.006 0.000 0.008 -0.018 0.000 0.010 -0.000 0.025 0.024 -0.001 0.001 -0.001 0.015 -0.002 1.000 -0.000 0.003 0.003 0.000 0.027 0.014 | -| bplus_0 | 0.024 0.043 -0.020 0.049 -0.010 0.051 -0.900 0.001 0.001 -0.000 -0.035 0.001 -0.001 -0.092 -0.023 0.016 0.190 -0.000 1.000 0.004 0.018 -0.066 -0.095 0.028 | -| p4415_p | 0.122 0.150 -0.210 0.095 0.004 0.004 -0.054 0.011 -0.255 0.004 0.023 -0.055 0.006 0.005 0.000 -0.030 -0.008 0.003 0.004 1.000 0.007 0.005 -0.016 0.048 | -| rho_p | 0.015 -0.032 0.145 -0.013 0.251 0.044 -0.014 -0.002 0.086 -0.001 -0.041 0.022 0.001 0.093 0.243 0.098 0.167 0.003 0.018 0.007 1.000 -0.032 0.262 0.015 | -| omega_p | -0.002 -0.004 -0.009 0.001 0.060 -0.002 0.064 0.000 -0.005 0.000 -0.025 -0.005 0.001 0.751 0.075 -0.003 -0.038 0.000 -0.066 0.005 -0.032 1.000 0.008 0.001 | -| bplus_2 | -0.040 -0.243 0.878 -0.331 0.011 -0.061 -0.226 -0.016 0.416 -0.002 0.272 0.023 0.018 0.022 -0.038 0.329 -0.048 0.027 -0.095 -0.016 0.262 0.008 1.000 -0.195 | -| p4040_p | 0.253 0.263 -0.324 0.205 0.004 0.077 0.096 0.003 -0.352 -0.003 0.004 -0.193 0.014 0.000 -0.002 -0.023 0.006 0.014 0.028 0.048 0.015 0.001 -0.195 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2644339888753331}), (, {'error': 0.10275711025302492}), (, {'error': 0.2997799045794546}), (, {'error': 0.2509327539572386}), (, {'error': 0.40321500595908377}), (, {'error': 0.2717426809498118}), (, {'error': 0.041744649134520806}), (, {'error': 0.017021275563052385}), (, {'error': 0.18502888738545487}), (, {'error': 0.009528449582341558}), (, {'error': 0.03306380645623763}), (, {'error': 0.032404467142476356}), (, {'error': 0.011793596497168851}), (, {'error': 1.4284639521880558}), (, {'error': 1.5977823448492856}), (, {'error': 0.1875596362184831}), (, {'error': 0.2733672306168221}), (, {'error': 0.014088172890447115}), (, {'error': 0.022052865430492785}), (, {'error': 0.20157797205496752}), (, {'error': 0.21297358392064147}), (, {'error': 0.4093073826489517}), (, {'error': 0.12270247288302027}), (, {'error': 0.16533814601831498})]) -Toy 7/25 -Time taken: 40 min -Projected time left: 1 h, 42 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1375 (1375 total) | -| EDM = 0.00334 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297171.9006883224 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.5 | 2.5 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -3.03 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.018 | 0.203 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.62 | 0.24 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 5.81 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 0.16 | 1.07 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.883 | 0.021 | | | -2 | 2 | | -| 7 | p4160_s | 1.80 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.36 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.00 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.67 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.17 | 0.37 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 14.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.28 | 0.18 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.86 | 0.30 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.472 | 0.010 | | | -2 | 2 | | -| 19| p4415_p | -2.34 | 0.25 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.031E-1 | 2.919E-1 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.38 | 0.07 | | | -2 | 2 | | -| 23| p4040_p | 3.48 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.131 -0.640 0.039 0.003 0.927 -0.370 0.422 0.490 0.680 0.759 0.386 0.903 0.030 0.008 0.098 -0.079 0.722 -0.282 0.754 -0.046 0.016 0.245 0.551 | -| p3770_p | -0.131 1.000 0.114 -0.031 0.000 -0.298 0.147 -0.112 -0.193 0.124 0.030 0.094 -0.236 -0.016 -0.002 -0.104 0.037 -0.094 0.125 -0.017 0.004 -0.006 -0.084 0.182 | -| Ctt | -0.640 0.114 1.000 -0.020 0.010 -0.644 0.211 -0.136 -0.146 -0.533 -0.555 -0.053 -0.606 -0.017 -0.014 0.086 0.048 -0.602 0.172 -0.491 0.084 -0.008 0.224 -0.408 | -| p3770_s | 0.039 -0.031 -0.020 1.000 0.010 -0.138 0.019 0.023 0.074 0.143 0.236 -0.078 -0.002 0.004 -0.003 -0.014 -0.007 -0.102 0.032 0.093 0.018 0.004 -0.069 0.153 | -| phi_p | 0.003 0.000 0.010 0.010 1.000 0.002 0.006 0.015 0.010 0.004 0.006 0.003 0.001 -0.019 0.254 0.005 -0.005 0.006 0.020 0.010 0.067 0.002 0.062 0.008 | -| Dbar_p | 0.927 -0.298 -0.644 -0.138 0.002 1.000 -0.362 0.409 0.502 0.501 0.565 0.233 0.875 0.027 0.005 0.130 -0.076 0.750 -0.270 0.640 -0.037 0.014 0.288 0.353 | -| bplus_1 | -0.370 0.147 0.211 0.019 0.006 -0.362 1.000 -0.183 -0.202 -0.295 -0.311 -0.174 -0.529 -0.002 -0.003 0.039 0.024 -0.241 -0.250 -0.368 0.056 -0.002 -0.308 -0.225 | -| p4160_s | 0.422 -0.112 -0.136 0.023 0.015 0.409 -0.183 1.000 0.212 0.201 0.308 0.131 0.465 0.021 -0.004 0.316 -0.050 0.296 -0.119 0.241 0.025 0.012 0.204 0.421 | -| p4040_s | 0.490 -0.193 -0.146 0.074 0.010 0.502 -0.202 0.212 1.000 0.036 0.353 0.191 0.534 0.021 -0.001 0.187 -0.051 0.377 -0.142 0.266 0.007 0.012 0.185 0.094 | -| p4160_p | 0.680 0.124 -0.533 0.143 0.004 0.501 -0.295 0.201 0.036 1.000 0.655 0.313 0.585 0.025 0.006 0.026 -0.065 0.420 -0.220 0.675 -0.035 0.013 0.154 0.554 | -| jpsi_p | 0.759 0.030 -0.555 0.236 0.006 0.565 -0.311 0.308 0.353 0.655 1.000 0.450 0.725 0.025 0.002 0.034 -0.075 0.512 -0.228 0.648 -0.033 0.014 0.090 0.578 | -| psi2s_p | 0.386 0.094 -0.053 -0.078 0.003 0.233 -0.174 0.131 0.191 0.313 0.450 1.000 0.378 0.015 0.004 0.042 -0.039 0.207 -0.134 0.318 -0.021 0.008 0.077 0.243 | -| DDstar_s | 0.903 -0.236 -0.606 -0.002 0.001 0.875 -0.529 0.465 0.534 0.585 0.725 0.378 1.000 0.045 0.008 0.147 -0.121 0.744 -0.400 0.722 -0.054 0.021 0.307 0.477 | -| omega_s | 0.030 -0.016 -0.017 0.004 -0.019 0.027 -0.002 0.021 0.021 0.025 0.025 0.015 0.045 1.000 0.017 -0.001 -0.403 0.019 -0.064 0.034 0.105 0.556 0.056 0.021 | -| phi_s | 0.008 -0.002 -0.014 -0.003 0.254 0.005 -0.003 -0.004 -0.001 0.006 0.002 0.004 0.008 0.017 1.000 -0.002 -0.001 0.003 -0.009 0.003 0.044 0.009 -0.031 0.003 | -| p4415_s | 0.098 -0.104 0.086 -0.014 0.005 0.130 0.039 0.316 0.187 0.026 0.034 0.042 0.147 -0.001 -0.002 1.000 0.004 0.110 0.035 -0.008 0.010 0.001 -0.026 0.049 | -| rho_s | -0.079 0.037 0.048 -0.007 -0.005 -0.076 0.024 -0.050 -0.051 -0.065 -0.075 -0.039 -0.121 -0.403 -0.001 0.004 1.000 -0.051 0.184 -0.085 0.136 -0.032 -0.109 -0.055 | -| Dbar_s | 0.722 -0.094 -0.602 -0.102 0.006 0.750 -0.241 0.296 0.377 0.420 0.512 0.207 0.744 0.019 0.003 0.110 -0.051 1.000 -0.176 0.506 -0.015 0.011 0.233 0.298 | -| bplus_0 | -0.282 0.125 0.172 0.032 0.020 -0.270 -0.250 -0.119 -0.142 -0.220 -0.228 -0.134 -0.400 -0.064 -0.009 0.035 0.184 -0.176 1.000 -0.269 0.072 -0.021 -0.268 -0.160 | -| p4415_p | 0.754 -0.017 -0.491 0.093 0.010 0.640 -0.368 0.241 0.266 0.675 0.648 0.318 0.722 0.034 0.003 -0.008 -0.085 0.506 -0.269 1.000 -0.015 0.018 0.281 0.534 | -| rho_p | -0.046 0.004 0.084 0.018 0.067 -0.037 0.056 0.025 0.007 -0.035 -0.033 -0.021 -0.054 0.105 0.044 0.010 0.136 -0.015 0.072 -0.015 1.000 -0.071 0.220 -0.017 | -| omega_p | 0.016 -0.006 -0.008 0.004 0.002 0.014 -0.002 0.012 0.012 0.013 0.014 0.008 0.021 0.556 0.009 0.001 -0.032 0.011 -0.021 0.018 -0.071 1.000 0.031 0.012 | -| bplus_2 | 0.245 -0.084 0.224 -0.069 0.062 0.288 -0.308 0.204 0.185 0.154 0.090 0.077 0.307 0.056 -0.031 -0.026 -0.109 0.233 -0.268 0.281 0.220 0.031 1.000 0.104 | -| p4040_p | 0.551 0.182 -0.408 0.153 0.008 0.353 -0.225 0.421 0.094 0.554 0.578 0.243 0.477 0.021 0.003 0.049 -0.055 0.298 -0.160 0.534 -0.017 0.012 0.104 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.546896118582114}), (, {'error': 0.11777078052030321}), (, {'error': 0.20268638702959885}), (, {'error': 0.23569498947630318}), (, {'error': 0.1849455246611198}), (, {'error': 1.0741647625335178}), (, {'error': 0.02111201745376201}), (, {'error': 0.17693434739199088}), (, {'error': 0.18348679844274118}), (, {'error': 0.1636855228460643}), (, {'error': 0.04517654161899953}), (, {'error': 0.03598526368497712}), (, {'error': 0.3650681964727541}), (, {'error': 1.0945214057268262}), (, {'error': 1.016176857623126}), (, {'error': 0.18094824725178216}), (, {'error': 0.300074451043085}), (, {'error': 0.47936912275948207}), (, {'error': 0.01004239283215691}), (, {'error': 0.25124666587100974}), (, {'error': 0.4112513391819572}), (, {'error': 0.2919347936368579}), (, {'error': 0.0678427103838577}), (, {'error': 0.1717405250628845})]) -Toy 8/25 -Time taken: 45 min, 56 s -Projected time left: 1 h, 37 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1252 (1252 total) | -| EDM = 0.000114 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297469.8360691012 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.58 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.48 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.90 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.79 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 1.91 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.661 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.885 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.9 | 1.4 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 19.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.12 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.36 | 0.31 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.471 | 0.020 | | | -2 | 2 | | -| 19| p4415_p | 4.30 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 5.82 | 0.28 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.27 | 0.34 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | 4.03 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.284 -0.098 0.164 0.013 -0.131 0.404 -0.118 -0.168 0.212 0.174 -0.016 0.044 -0.036 0.019 -0.077 0.083 0.001 0.022 -0.024 -0.006 -0.020 -0.306 0.137 | -| p3770_p | 0.284 1.000 -0.252 -0.218 0.009 0.330 0.152 -0.087 -0.169 0.219 0.081 -0.008 0.032 -0.022 0.009 -0.079 0.042 0.037 0.038 0.054 -0.011 -0.013 -0.135 0.179 | -| Ctt | -0.098 -0.252 1.000 -0.182 -0.026 -0.338 -0.188 0.254 0.342 -0.382 0.201 0.179 -0.004 0.014 -0.051 0.223 -0.023 0.004 -0.008 -0.058 0.106 0.009 0.688 -0.311 | -| p3770_s | 0.164 -0.218 -0.182 1.000 -0.008 -0.050 0.074 -0.008 0.076 0.004 -0.038 -0.423 0.033 -0.007 -0.016 -0.003 0.017 0.029 0.042 -0.016 0.020 -0.003 -0.121 -0.045 | -| phi_p | 0.013 0.009 -0.026 -0.008 1.000 -0.002 -0.017 -0.023 -0.020 0.002 0.025 -0.002 0.002 -0.142 0.557 -0.008 0.090 0.001 0.016 -0.017 -0.261 -0.071 -0.083 -0.004 | -| Dbar_p | -0.131 0.330 -0.338 -0.050 -0.002 1.000 0.181 -0.107 -0.122 0.013 0.216 -0.034 0.004 -0.015 -0.008 -0.000 0.040 0.025 0.032 -0.094 0.029 -0.007 -0.087 -0.051 | -| bplus_1 | 0.404 0.152 -0.188 0.074 -0.017 0.181 1.000 -0.035 -0.033 0.012 0.080 0.023 0.004 0.079 0.015 0.071 -0.152 -0.000 -0.811 -0.119 0.004 0.042 -0.340 0.009 | -| p4160_s | -0.118 -0.087 0.254 -0.008 -0.023 -0.107 -0.035 1.000 0.087 -0.168 -0.060 -0.088 0.008 0.007 -0.041 0.300 -0.004 0.003 0.031 -0.200 0.070 0.006 0.161 0.282 | -| p4040_s | -0.168 -0.169 0.342 0.076 -0.020 -0.122 -0.033 0.087 1.000 -0.549 -0.052 -0.042 0.006 0.008 -0.035 0.169 -0.007 0.000 0.019 -0.226 0.058 0.006 0.138 -0.234 | -| p4160_p | 0.212 0.219 -0.382 0.004 0.002 0.013 0.012 -0.168 -0.549 1.000 -0.018 -0.131 0.048 -0.005 0.003 -0.055 0.007 0.027 0.011 0.298 -0.013 -0.004 -0.079 0.253 | -| jpsi_p | 0.174 0.081 0.201 -0.038 0.025 0.216 0.080 -0.060 -0.052 -0.018 1.000 -0.029 0.072 -0.046 0.039 -0.029 0.040 0.054 -0.049 -0.025 -0.089 -0.033 0.089 -0.080 | -| psi2s_p | -0.016 -0.008 0.179 -0.423 -0.002 -0.034 0.023 -0.088 -0.042 -0.131 -0.029 1.000 0.033 -0.005 -0.003 0.003 0.005 0.031 -0.007 -0.099 -0.001 -0.004 -0.006 -0.213 | -| DDstar_s | 0.044 0.032 -0.004 0.033 0.002 0.004 0.004 0.008 0.006 0.048 0.072 0.033 1.000 -0.000 0.001 -0.000 0.001 -0.002 0.001 0.033 0.000 0.000 0.002 0.035 | -| omega_s | -0.036 -0.022 0.014 -0.007 -0.142 -0.015 0.079 0.007 0.008 -0.005 -0.046 -0.005 -0.000 1.000 -0.030 -0.003 -0.416 0.000 -0.118 0.010 0.147 0.711 0.050 -0.002 | -| phi_s | 0.019 0.009 -0.051 -0.016 0.557 -0.008 0.015 -0.041 -0.035 0.003 0.039 -0.003 0.001 -0.030 1.000 -0.016 -0.011 -0.000 -0.019 -0.029 -0.165 -0.006 -0.141 -0.006 | -| p4415_s | -0.077 -0.079 0.223 -0.003 -0.008 -0.000 0.071 0.300 0.169 -0.055 -0.029 0.003 -0.000 -0.003 -0.016 1.000 0.013 0.000 0.021 -0.136 0.030 -0.001 -0.011 -0.004 | -| rho_s | 0.083 0.042 -0.023 0.017 0.090 0.040 -0.152 -0.004 -0.007 0.007 0.040 0.005 0.001 -0.416 -0.011 0.013 1.000 0.000 0.256 -0.018 0.154 -0.093 -0.060 0.003 | -| Dbar_s | 0.001 0.037 0.004 0.029 0.001 0.025 -0.000 0.003 0.000 0.027 0.054 0.031 -0.002 0.000 -0.000 0.000 0.000 1.000 0.001 0.015 0.001 0.000 0.004 0.024 | -| bplus_0 | 0.022 0.038 -0.008 0.042 0.016 0.032 -0.811 0.031 0.019 0.011 -0.049 -0.007 0.001 -0.118 -0.019 0.021 0.256 0.001 1.000 0.012 0.020 -0.061 0.004 0.015 | -| p4415_p | -0.024 0.054 -0.058 -0.016 -0.017 -0.094 -0.119 -0.200 -0.226 0.298 -0.025 -0.099 0.033 0.010 -0.029 -0.136 -0.018 0.015 0.012 1.000 0.045 0.007 0.195 0.155 | -| rho_p | -0.006 -0.011 0.106 0.020 -0.261 0.029 0.004 0.070 0.058 -0.013 -0.089 -0.001 0.000 0.147 -0.165 0.030 0.154 0.001 0.020 0.045 1.000 0.023 0.261 -0.000 | -| omega_p | -0.020 -0.013 0.009 -0.003 -0.071 -0.007 0.042 0.006 0.006 -0.004 -0.033 -0.004 0.000 0.711 -0.006 -0.001 -0.093 0.000 -0.061 0.007 0.023 1.000 0.034 -0.001 | -| bplus_2 | -0.306 -0.135 0.688 -0.121 -0.083 -0.087 -0.340 0.161 0.138 -0.079 0.089 -0.006 0.002 0.050 -0.141 -0.011 -0.060 0.004 0.004 0.195 0.261 0.034 1.000 -0.077 | -| p4040_p | 0.137 0.179 -0.311 -0.045 -0.004 -0.051 0.009 0.282 -0.234 0.253 -0.080 -0.213 0.035 -0.002 -0.006 -0.004 0.003 0.024 0.015 0.155 -0.000 -0.001 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.364812882270531}), (, {'error': 0.11122620010548356}), (, {'error': 0.21670685678698615}), (, {'error': 0.23084939152045392}), (, {'error': 0.17727745416397855}), (, {'error': 0.32908719758062377}), (, {'error': 0.043535263565108284}), (, {'error': 0.16675565730166486}), (, {'error': 0.16977221444665547}), (, {'error': 0.11659261528026388}), (, {'error': 0.026295717354765102}), (, {'error': 0.03157179144920974}), (, {'error': 0.025324254365145765}), (, {'error': 1.3982515639067783}), (, {'error': 0.9616218931765808}), (, {'error': 0.18716788383313787}), (, {'error': 0.3124691211106003}), (, {'error': 0.01950701544733674}), (, {'error': 0.019951698064402335}), (, {'error': 0.1883306842773802}), (, {'error': 0.2829459139951469}), (, {'error': 0.341554730160079}), (, {'error': 0.08911444208197516}), (, {'error': 0.19782043983419406})]) -Toy 9/25 -Time taken: 51 min, 39 s -Projected time left: 1 h, 31 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1431 (1431 total) | -| EDM = 0.000404 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297290.89730624924 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.1 | 0.9 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -3.03 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.11 | 0.23 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.54 | 0.26 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.44 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 4.9 | 1.9 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.956 | 0.028 | | | -2 | 2 | | -| 7 | p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.95 | 0.19 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.07 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.7 | 1.9 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.22 | 0.18 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.98 | 0.30 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.19 | 0.50 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.482 | 0.013 | | | -2 | 2 | | -| 19| p4415_p | 4.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.18 | 0.08 | | | -2 | 2 | | -| 23| p4040_p | 3.79 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.670 -0.520 0.247 0.026 0.866 0.046 -0.302 -0.321 0.187 0.631 0.415 0.301 0.002 -0.023 0.062 -0.034 -0.869 0.063 -0.178 0.088 0.005 -0.015 0.165 | -| p3770_p | 0.670 1.000 -0.607 0.313 0.031 0.868 0.319 -0.351 -0.451 0.554 0.790 0.514 0.243 0.000 -0.021 -0.059 0.033 -0.870 0.231 0.019 0.104 0.018 -0.184 0.459 | -| Ctt | -0.520 -0.607 1.000 -0.322 -0.020 -0.676 -0.289 0.402 0.510 -0.520 -0.662 -0.193 -0.152 -0.005 -0.011 0.189 -0.051 0.608 -0.186 -0.013 -0.007 -0.016 0.571 -0.414 | -| p3770_s | 0.247 0.313 -0.322 1.000 0.019 0.370 0.206 -0.153 -0.123 0.308 0.477 0.068 0.064 -0.004 -0.018 -0.024 0.017 -0.448 0.163 0.047 0.071 0.008 -0.167 0.211 | -| phi_p | 0.026 0.031 -0.020 0.019 1.000 0.034 0.016 -0.008 -0.012 0.018 0.028 0.020 0.008 -0.061 0.587 0.001 -0.025 -0.035 0.022 0.002 0.117 -0.045 0.017 0.016 | -| Dbar_p | 0.866 0.868 -0.676 0.370 0.034 1.000 0.301 -0.396 -0.455 0.427 0.806 0.501 0.271 0.001 -0.024 -0.008 0.020 -0.939 0.216 -0.111 0.120 0.017 -0.161 0.333 | -| bplus_1 | 0.046 0.319 -0.289 0.206 0.016 0.301 1.000 -0.106 -0.131 0.221 0.328 0.192 0.132 0.004 0.004 0.056 -0.039 -0.249 -0.494 -0.032 0.044 -0.001 -0.343 0.180 | -| p4160_s | -0.302 -0.351 0.402 -0.153 -0.008 -0.396 -0.106 1.000 0.176 -0.273 -0.362 -0.261 -0.160 -0.007 -0.011 0.288 -0.025 0.371 -0.051 -0.117 0.011 -0.011 0.176 0.092 | -| p4040_s | -0.321 -0.451 0.510 -0.123 -0.012 -0.455 -0.131 0.176 1.000 -0.601 -0.424 -0.265 -0.178 -0.005 -0.004 0.163 -0.024 0.440 -0.078 -0.185 -0.011 -0.011 0.154 -0.377 | -| p4160_p | 0.187 0.554 -0.520 0.308 0.018 0.427 0.221 -0.273 -0.601 1.000 0.553 0.278 0.013 -0.000 -0.007 -0.123 0.034 -0.485 0.153 0.335 0.048 0.012 -0.191 0.495 | -| jpsi_p | 0.631 0.790 -0.662 0.477 0.028 0.806 0.328 -0.362 -0.424 0.553 1.000 0.527 0.136 -0.011 -0.029 -0.076 0.030 -0.851 0.238 0.021 0.102 0.008 -0.286 0.434 | -| psi2s_p | 0.415 0.514 -0.193 0.068 0.020 0.501 0.192 -0.261 -0.265 0.278 0.527 1.000 0.079 -0.002 -0.014 -0.012 0.018 -0.566 0.134 -0.043 0.067 0.009 -0.111 0.159 | -| DDstar_s | 0.301 0.243 -0.152 0.064 0.008 0.271 0.132 -0.160 -0.178 0.013 0.136 0.079 1.000 -0.002 -0.009 -0.006 0.016 -0.313 0.091 -0.164 0.042 0.005 -0.053 0.022 | -| omega_s | 0.002 0.000 -0.005 -0.004 -0.061 0.001 0.004 -0.007 -0.005 -0.000 -0.011 -0.002 -0.002 1.000 0.009 -0.002 0.065 -0.004 -0.008 -0.005 0.041 0.875 -0.020 -0.002 | -| phi_s | -0.023 -0.021 -0.011 -0.018 0.587 -0.024 0.004 -0.011 -0.004 -0.007 -0.029 -0.014 -0.009 0.009 1.000 -0.007 -0.017 0.021 -0.013 -0.010 0.103 0.004 -0.074 -0.011 | -| p4415_s | 0.062 -0.059 0.189 -0.024 0.001 -0.008 0.056 0.288 0.163 -0.123 -0.076 -0.012 -0.006 -0.002 -0.007 1.000 0.003 0.017 0.043 -0.179 0.022 0.000 -0.017 -0.049 | -| rho_s | -0.034 0.033 -0.051 0.017 -0.025 0.020 -0.039 -0.025 -0.024 0.034 0.030 0.018 0.016 0.065 -0.017 0.003 1.000 -0.009 0.167 -0.013 0.073 0.336 -0.145 0.021 | -| Dbar_s | -0.869 -0.870 0.608 -0.448 -0.035 -0.939 -0.249 0.371 0.440 -0.485 -0.851 -0.566 -0.313 -0.004 0.021 0.017 -0.009 1.000 -0.181 0.050 -0.107 -0.017 0.168 -0.404 | -| bplus_0 | 0.063 0.231 -0.186 0.163 0.022 0.216 -0.494 -0.051 -0.078 0.153 0.238 0.134 0.091 -0.008 -0.013 0.043 0.167 -0.181 1.000 -0.006 0.083 0.032 -0.174 0.133 | -| p4415_p | -0.178 0.019 -0.013 0.047 0.002 -0.111 -0.032 -0.117 -0.185 0.335 0.021 -0.043 -0.164 -0.005 -0.010 -0.179 -0.013 0.050 -0.006 1.000 0.026 -0.004 0.105 0.220 | -| rho_p | 0.088 0.104 -0.007 0.071 0.117 0.120 0.044 0.011 -0.011 0.048 0.102 0.067 0.042 0.041 0.103 0.022 0.073 -0.107 0.083 0.026 1.000 0.084 0.216 0.051 | -| omega_p | 0.005 0.018 -0.016 0.008 -0.045 0.017 -0.001 -0.011 -0.011 0.012 0.008 0.009 0.005 0.875 0.004 0.000 0.336 -0.017 0.032 -0.004 0.084 1.000 -0.028 0.008 | -| bplus_2 | -0.015 -0.184 0.571 -0.167 0.017 -0.161 -0.343 0.176 0.154 -0.191 -0.286 -0.111 -0.053 -0.020 -0.074 -0.017 -0.145 0.168 -0.174 0.105 0.216 -0.028 1.000 -0.150 | -| p4040_p | 0.165 0.459 -0.414 0.211 0.016 0.333 0.180 0.092 -0.377 0.495 0.434 0.159 0.022 -0.002 -0.011 -0.049 0.021 -0.404 0.133 0.220 0.051 0.008 -0.150 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.8792795975912167}), (, {'error': 0.24886318396780882}), (, {'error': 0.23124121491914085}), (, {'error': 0.26004154589002804}), (, {'error': 0.20929719486408516}), (, {'error': 1.9074128413654723}), (, {'error': 0.02802714087491809}), (, {'error': 0.1720065517868279}), (, {'error': 0.1863370870321877}), (, {'error': 0.14379884807041954}), (, {'error': 0.05211679654719692}), (, {'error': 0.03869958193726042}), (, {'error': 0.3790536328176276}), (, {'error': 1.9255748270955637}), (, {'error': 0.9547152894454625}), (, {'error': 0.18377939625498318}), (, {'error': 0.3003826348032097}), (, {'error': 0.500389774680442}), (, {'error': 0.01259603991220426}), (, {'error': 0.1841960244258365}), (, {'error': 0.3932715935989064}), (, {'error': 0.4189214362408098}), (, {'error': 0.07993722561836547}), (, {'error': 0.226962417923942})]) -Toy 10/25 -Time taken: 57 min, 56 s -Projected time left: 1 h, 26 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1407 (1407 total) | -| EDM = 8.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297162.37334663357 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.35 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.07 | 0.17 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.41 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -6.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -2.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.84 | 0.05 | | | -2 | 2 | | -| 7 | p4160_s | 2.38 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.90 | 0.16 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.712 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.804 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | | -| 13| omega_s | 8.5 | 1.3 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 19.7 | 2.5 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.03 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.400 | 0.029 | | | -2 | 2 | | -| 19| p4415_p | 3.80 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.72 | 0.29 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.04 | 0.07 | | | -2 | 2 | | -| 23| p4040_p | 3.56 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.125 -0.141 0.113 0.013 0.244 0.042 0.046 0.037 0.312 0.328 0.136 0.040 0.002 0.011 -0.019 0.031 0.003 -0.061 0.181 -0.011 0.014 0.050 0.166 | -| p3770_p | 0.125 1.000 -0.025 -0.201 -0.007 0.010 -0.099 -0.001 -0.073 0.203 0.037 0.062 0.057 -0.001 -0.005 -0.077 -0.044 0.223 0.098 0.108 0.012 -0.015 -0.096 0.168 | -| Ctt | -0.141 -0.025 1.000 0.017 -0.005 -0.416 -0.370 0.142 0.178 -0.127 -0.248 0.275 -0.061 -0.004 -0.002 0.051 -0.184 -0.261 0.449 0.047 0.076 -0.053 -0.624 -0.064 | -| p3770_s | 0.113 -0.201 0.017 1.000 -0.004 -0.293 0.014 0.053 0.137 0.085 0.209 -0.198 0.053 -0.003 -0.007 0.010 -0.009 0.014 -0.002 0.075 0.006 -0.003 0.032 0.044 | -| phi_p | 0.013 -0.007 -0.005 -0.004 1.000 0.006 0.038 0.005 0.008 -0.012 -0.038 -0.005 0.010 -0.033 0.950 0.012 0.017 0.016 -0.037 -0.006 -0.031 0.087 0.018 -0.007 | -| Dbar_p | 0.244 0.010 -0.416 -0.293 0.006 1.000 0.118 -0.043 0.001 -0.235 -0.181 -0.221 -0.035 -0.014 -0.012 0.095 0.159 0.257 -0.262 -0.183 -0.036 0.048 0.066 -0.274 | -| bplus_1 | 0.042 -0.099 -0.370 0.014 0.038 0.118 1.000 0.060 0.109 -0.104 0.218 -0.010 0.125 -0.007 0.010 0.181 0.405 0.159 -0.962 -0.074 -0.137 0.129 0.470 -0.034 | -| p4160_s | 0.046 -0.001 0.142 0.053 0.005 -0.043 0.060 1.000 -0.018 -0.096 0.007 -0.034 -0.014 -0.009 -0.007 0.305 0.059 -0.047 -0.101 -0.125 -0.004 0.020 0.008 0.326 | -| p4040_s | 0.037 -0.073 0.178 0.137 0.008 0.001 0.109 -0.018 1.000 -0.421 0.035 0.014 -0.028 -0.007 -0.003 0.176 0.084 -0.044 -0.160 -0.188 -0.017 0.027 0.090 -0.162 | -| p4160_p | 0.312 0.203 -0.127 0.085 -0.012 -0.235 -0.104 -0.096 -0.421 1.000 0.208 0.033 0.057 0.002 -0.005 -0.109 -0.092 0.052 0.172 0.360 0.026 -0.030 -0.111 0.242 | -| jpsi_p | 0.328 0.037 -0.248 0.209 -0.038 -0.181 0.218 0.007 0.035 0.208 1.000 0.157 0.057 -0.016 -0.048 0.001 0.091 0.181 -0.235 0.089 -0.029 0.015 0.253 0.138 | -| psi2s_p | 0.136 0.062 0.275 -0.198 -0.005 -0.221 -0.010 -0.034 0.014 0.033 0.157 1.000 0.010 -0.001 -0.005 0.010 -0.012 0.027 0.020 0.011 0.003 -0.005 -0.009 -0.055 | -| DDstar_s | 0.040 0.057 -0.061 0.053 0.010 -0.035 0.125 -0.014 -0.028 0.057 0.057 0.010 1.000 -0.003 0.003 0.005 0.102 -0.026 -0.197 -0.018 -0.031 0.032 0.150 0.036 | -| omega_s | 0.002 -0.001 -0.004 -0.003 -0.033 -0.014 -0.007 -0.009 -0.007 0.002 -0.016 -0.001 -0.003 1.000 -0.015 -0.004 -0.040 -0.006 0.011 -0.004 0.023 0.690 0.028 -0.001 | -| phi_s | 0.011 -0.005 -0.002 -0.007 0.950 -0.012 0.010 -0.007 -0.003 -0.005 -0.048 -0.005 0.003 -0.015 1.000 0.001 -0.006 0.002 -0.005 -0.007 -0.021 0.087 0.036 -0.006 | -| p4415_s | -0.019 -0.077 0.051 0.010 0.012 0.095 0.181 0.305 0.176 -0.109 0.001 0.010 0.005 -0.004 0.001 1.000 0.131 0.047 -0.270 -0.168 -0.040 0.042 0.239 -0.001 | -| rho_s | 0.031 -0.044 -0.184 -0.009 0.017 0.159 0.405 0.059 0.084 -0.092 0.091 -0.012 0.102 -0.040 -0.006 0.131 1.000 0.139 -0.442 -0.053 -0.051 0.373 0.204 -0.047 | -| Dbar_s | 0.003 0.223 -0.261 0.014 0.016 0.257 0.159 -0.047 -0.044 0.052 0.181 0.027 -0.026 -0.006 0.002 0.047 0.139 1.000 -0.259 -0.057 -0.037 0.046 0.154 -0.013 | -| bplus_0 | -0.061 0.098 0.449 -0.002 -0.037 -0.262 -0.962 -0.101 -0.160 0.172 -0.235 0.020 -0.197 0.011 -0.005 -0.270 -0.442 -0.259 1.000 0.119 0.140 -0.139 -0.580 0.079 | -| p4415_p | 0.181 0.108 0.047 0.075 -0.006 -0.183 -0.074 -0.125 -0.188 0.360 0.089 0.011 -0.018 -0.004 -0.007 -0.168 -0.053 -0.057 0.119 1.000 0.026 -0.016 -0.160 0.198 | -| rho_p | -0.011 0.012 0.076 0.006 -0.031 -0.036 -0.137 -0.004 -0.017 0.026 -0.029 0.003 -0.031 0.023 -0.021 -0.040 -0.051 -0.037 0.140 0.026 1.000 -0.073 -0.132 0.016 | -| omega_p | 0.014 -0.015 -0.053 -0.003 0.087 0.048 0.129 0.020 0.027 -0.030 0.015 -0.005 0.032 0.690 0.087 0.042 0.373 0.046 -0.139 -0.016 -0.073 1.000 0.060 -0.015 | -| bplus_2 | 0.050 -0.096 -0.624 0.032 0.018 0.066 0.470 0.008 0.090 -0.111 0.253 -0.009 0.150 0.028 0.036 0.239 0.204 0.154 -0.580 -0.160 -0.132 0.060 1.000 -0.048 | -| p4040_p | 0.166 0.168 -0.064 0.044 -0.007 -0.274 -0.034 0.326 -0.162 0.242 0.138 -0.055 0.036 -0.001 -0.006 -0.001 -0.047 -0.013 0.079 0.198 0.016 -0.015 -0.048 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.034583397447462}), (, {'error': 0.11353995785611204}), (, {'error': 0.1698163574111119}), (, {'error': 0.23060065546614328}), (, {'error': 0.5958105455929754}), (, {'error': 0.37664637269899526}), (, {'error': 0.04968747773473181}), (, {'error': 0.1541143977641859}), (, {'error': 0.15947024453205066}), (, {'error': 0.09649573737914618}), (, {'error': 0.025806674870639146}), (, {'error': 0.03147395898306993}), (, {'error': 0.08126612266637151}), (, {'error': 1.3443140225335513}), (, {'error': 2.535674887949744}), (, {'error': 0.18530494812774545}), (, {'error': 0.3860194497901047}), (, {'error': 0.38248566268276946}), (, {'error': 0.028884226330886165}), (, {'error': 0.1950563935217451}), (, {'error': 0.2713203911995059}), (, {'error': 0.293839082962438}), (, {'error': 0.0714204330415612}), (, {'error': 0.20018936640091933})]) -Toy 11/25 -Time taken: 1 h, 4 min -Projected time left: 1 h, 21 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=444 (444 total) | -| EDM = 4.38E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297363.46738676255 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.1 | 2.5 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.97 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.18 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.98 | 0.26 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -0.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.91 | 0.03 | | | -2 | 2 | | -| 7 | p4160_s | 2.29 | 0.19 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.07 | 0.21 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.11 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.67 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.78 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.18 | 0.19 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.9 | 1.6 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 18.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.3 | 0.4 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.453 | 0.013 | | | -2 | 2 | | -| 19| p4415_p | 3.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.8 | 0.8 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.14 | 0.40 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.17 | 0.08 | | | -2 | 2 | | -| 23| p4040_p | -2.49 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.270 0.426 -0.333 0.000 -0.665 0.636 -0.550 -0.581 -0.782 -0.818 -0.561 -0.889 -0.191 -0.039 0.076 0.336 -0.862 0.457 -0.842 0.093 -0.091 -0.316 -0.620 | -| p3770_p | 0.270 1.000 -0.067 -0.077 0.000 -0.639 0.295 -0.236 -0.317 0.052 -0.011 0.015 -0.289 -0.086 -0.030 -0.058 0.151 -0.356 0.235 -0.144 0.046 -0.037 -0.173 0.106 | -| Ctt | 0.426 -0.067 1.000 -0.261 0.000 -0.050 0.171 -0.043 -0.002 -0.546 -0.546 -0.109 -0.401 -0.055 -0.047 0.194 0.095 -0.427 0.122 -0.379 0.095 -0.021 0.384 -0.456 | -| p3770_s | -0.333 -0.077 -0.261 1.000 -0.000 0.022 -0.156 0.171 0.227 0.372 0.454 0.062 0.282 0.060 -0.010 -0.026 -0.103 0.106 -0.086 0.327 -0.007 0.032 0.009 0.294 | -| phi_p | 0.000 0.000 0.000 -0.000 1.000 -0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.002 0.000 0.000 -0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 | -| Dbar_p | -0.665 -0.639 -0.050 0.022 -0.000 1.000 -0.531 0.449 0.501 0.312 0.293 0.219 0.514 0.143 0.043 -0.035 -0.258 0.634 -0.384 0.497 -0.086 0.063 0.310 0.219 | -| bplus_1 | 0.636 0.295 0.171 -0.156 0.000 -0.531 1.000 -0.368 -0.389 -0.488 -0.479 -0.346 -0.691 -0.081 -0.013 0.137 0.149 -0.532 -0.114 -0.566 0.068 -0.037 -0.420 -0.378 | -| p4160_s | -0.550 -0.236 -0.043 0.171 -0.000 0.449 -0.368 1.000 0.378 0.335 0.397 0.255 0.535 0.119 -0.002 0.248 -0.209 0.469 -0.248 0.420 -0.016 0.061 0.283 0.492 | -| p4040_s | -0.581 -0.317 -0.002 0.227 -0.000 0.501 -0.389 0.378 1.000 0.187 0.417 0.293 0.575 0.124 0.008 0.143 -0.217 0.514 -0.272 0.407 -0.031 0.061 0.258 0.218 | -| p4160_p | -0.782 0.052 -0.546 0.372 -0.000 0.312 -0.488 0.335 0.187 1.000 0.785 0.483 0.684 0.149 0.025 -0.165 -0.261 0.545 -0.340 0.782 -0.070 0.072 0.201 0.678 | -| jpsi_p | -0.818 -0.011 -0.546 0.454 -0.000 0.293 -0.479 0.397 0.417 0.785 1.000 0.579 0.772 0.148 0.014 -0.097 -0.266 0.581 -0.329 0.738 -0.066 0.071 0.129 0.644 | -| psi2s_p | -0.561 0.015 -0.109 0.062 -0.000 0.219 -0.346 0.255 0.293 0.483 0.579 1.000 0.539 0.106 0.016 -0.021 -0.187 0.355 -0.247 0.483 -0.048 0.051 0.156 0.343 | -| DDstar_s | -0.889 -0.289 -0.401 0.282 -0.000 0.514 -0.691 0.535 0.575 0.684 0.772 0.539 1.000 0.207 0.039 -0.046 -0.365 0.789 -0.491 0.782 -0.094 0.098 0.364 0.543 | -| omega_s | -0.191 -0.086 -0.055 0.060 -0.000 0.143 -0.081 0.119 0.124 0.149 0.148 0.106 0.207 1.000 0.092 -0.037 -0.544 0.155 -0.223 0.175 -0.024 0.781 0.160 0.119 | -| phi_s | -0.039 -0.030 -0.047 -0.010 -0.002 0.043 -0.013 -0.002 0.008 0.025 0.014 0.016 0.039 0.092 1.000 -0.003 -0.089 0.030 -0.061 0.020 0.005 0.058 -0.088 0.012 | -| p4415_s | 0.076 -0.058 0.194 -0.026 0.000 -0.035 0.137 0.248 0.143 -0.165 -0.097 -0.021 -0.046 -0.037 -0.003 1.000 0.065 -0.024 0.095 -0.198 0.006 -0.018 -0.151 -0.086 | -| rho_s | 0.336 0.151 0.095 -0.103 0.000 -0.258 0.149 -0.209 -0.217 -0.261 -0.266 -0.187 -0.365 -0.544 -0.089 0.065 1.000 -0.274 0.400 -0.306 0.123 -0.180 -0.270 -0.209 | -| Dbar_s | -0.862 -0.356 -0.427 0.106 -0.000 0.634 -0.532 0.469 0.514 0.545 0.581 0.355 0.789 0.155 0.030 -0.024 -0.274 1.000 -0.379 0.659 -0.072 0.073 0.318 0.383 | -| bplus_0 | 0.457 0.235 0.122 -0.086 0.000 -0.384 -0.114 -0.248 -0.272 -0.340 -0.329 -0.247 -0.491 -0.223 -0.061 0.095 0.400 -0.379 1.000 -0.395 0.093 -0.099 -0.284 -0.255 | -| p4415_p | -0.842 -0.144 -0.379 0.327 -0.000 0.497 -0.566 0.420 0.407 0.782 0.738 0.483 0.782 0.175 0.020 -0.198 -0.306 0.659 -0.395 1.000 -0.061 0.085 0.333 0.627 | -| rho_p | 0.093 0.046 0.095 -0.007 -0.000 -0.086 0.068 -0.016 -0.031 -0.070 -0.066 -0.048 -0.094 -0.024 0.005 0.006 0.123 -0.072 0.093 -0.061 1.000 -0.060 0.145 -0.046 | -| omega_p | -0.091 -0.037 -0.021 0.032 -0.000 0.063 -0.037 0.061 0.061 0.072 0.071 0.051 0.098 0.781 0.058 -0.018 -0.180 0.073 -0.099 0.085 -0.060 1.000 0.096 0.059 | -| bplus_2 | -0.316 -0.173 0.384 0.009 -0.000 0.310 -0.420 0.283 0.258 0.201 0.129 0.156 0.364 0.160 -0.088 -0.151 -0.270 0.318 -0.284 0.333 0.145 0.096 1.000 0.151 | -| p4040_p | -0.620 0.106 -0.456 0.294 -0.000 0.219 -0.378 0.492 0.218 0.678 0.644 0.343 0.543 0.119 0.012 -0.086 -0.209 0.383 -0.255 0.627 -0.046 0.059 0.151 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.542071813083868}), (, {'error': 0.13712349189379136}), (, {'error': 0.20034817371456826}), (, {'error': 0.2575249636992547}), (, {'error': 0.04999271456344001}), (, {'error': 0.6052022707846638}), (, {'error': 0.03286805530378756}), (, {'error': 0.19081946256470506}), (, {'error': 0.20726126150018803}), (, {'error': 0.1920926763397499}), (, {'error': 0.05713651560357791}), (, {'error': 0.04070276807409101}), (, {'error': 0.19460112111756295}), (, {'error': 1.6025148955097754}), (, {'error': 0.7885055639719329}), (, {'error': 0.19049354593471335}), (, {'error': 0.40874025458627156}), (, {'error': 0.5986552512463522}), (, {'error': 0.013087074941761312}), (, {'error': 0.3199877675456113}), (, {'error': 0.8304498330295349}), (, {'error': 0.39829532901811504}), (, {'error': 0.0773151887251442}), (, {'error': 0.24288821594678378})]) -Toy 12/25 -Time taken: 1 h, 8 min -Projected time left: 1 h, 14 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1834 (1834 total) | -| EDM = 0.000227 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297290.2466071401 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.09 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.55 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.90 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.67 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 1.87 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.00 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.07 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.594 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.917 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.1 | 2.0 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 0.126 | 0.030 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.475 | 0.020 | | | -2 | 2 | | -| 19| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.27 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | -2.60 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.347 -0.107 0.165 -0.002 -0.001 0.386 -0.108 -0.136 0.203 0.268 -0.005 0.029 -0.032 0.001 0.003 0.078 0.030 0.034 0.003 -0.006 -0.024 -0.231 0.067 | -| p3770_p | 0.347 1.000 -0.215 -0.193 0.003 0.039 0.107 -0.063 -0.191 0.241 0.010 0.011 0.022 -0.015 0.005 0.008 0.006 -0.037 0.024 0.002 0.026 -0.016 -0.164 0.175 | -| Ctt | -0.107 -0.215 1.000 -0.227 0.003 0.005 -0.171 0.250 0.400 -0.402 0.292 0.165 0.003 -0.017 -0.036 -0.008 0.068 0.089 0.004 -0.004 -0.084 -0.004 0.763 -0.263 | -| p3770_s | 0.165 -0.193 -0.227 1.000 0.001 0.021 0.078 -0.010 0.066 0.035 -0.015 -0.440 0.019 -0.011 -0.012 0.001 0.029 0.039 0.046 0.001 -0.016 -0.006 -0.126 0.011 | -| phi_p | -0.002 0.003 0.003 0.001 1.000 -0.000 0.002 0.000 -0.000 0.002 0.022 0.003 -0.000 -0.005 -0.661 0.000 -0.035 0.000 -0.008 -0.000 0.054 -0.023 -0.000 0.001 | -| Dbar_p | -0.001 0.039 0.005 0.021 -0.000 1.000 -0.000 0.003 -0.002 0.020 0.049 0.025 -0.001 -0.000 -0.001 0.001 0.002 0.012 0.003 -0.000 -0.002 0.000 0.006 0.018 | -| bplus_1 | 0.386 0.107 -0.171 0.078 0.002 -0.000 1.000 -0.044 -0.018 0.025 0.063 0.036 -0.005 0.091 0.018 -0.005 -0.175 -0.046 -0.854 -0.000 -0.015 0.073 -0.272 0.017 | -| p4160_s | -0.108 -0.063 0.250 -0.010 0.000 0.003 -0.044 1.000 -0.068 -0.174 -0.020 -0.097 0.009 -0.009 -0.027 -0.017 0.055 0.032 0.042 -0.004 -0.062 0.001 0.225 0.314 | -| p4040_s | -0.136 -0.191 0.400 0.066 -0.000 -0.002 -0.018 -0.068 1.000 -0.533 0.017 0.055 0.003 -0.007 -0.017 -0.016 0.038 0.012 0.020 0.000 -0.041 -0.000 0.183 -0.264 | -| p4160_p | 0.203 0.241 -0.402 0.035 0.002 0.020 0.025 -0.174 -0.533 1.000 -0.014 -0.137 0.030 -0.003 0.001 0.017 -0.006 0.027 0.007 -0.003 0.012 -0.004 -0.125 0.080 | -| jpsi_p | 0.268 0.010 0.292 -0.015 0.022 0.049 0.063 -0.020 0.017 -0.014 1.000 -0.023 0.052 -0.051 0.005 0.001 -0.023 0.015 -0.072 0.001 0.084 -0.058 0.122 -0.074 | -| psi2s_p | -0.005 0.011 0.165 -0.440 0.003 0.025 0.036 -0.097 0.055 -0.137 -0.023 1.000 0.025 -0.009 -0.005 -0.006 0.011 0.050 -0.007 0.001 -0.002 -0.008 -0.002 -0.248 | -| DDstar_s | 0.029 0.022 0.003 0.019 -0.000 -0.001 -0.005 0.009 0.003 0.030 0.052 0.025 1.000 0.000 -0.000 0.002 0.000 -0.003 0.001 -0.000 -0.001 0.001 0.008 0.026 | -| omega_s | -0.032 -0.015 -0.017 -0.011 -0.005 -0.000 0.091 -0.009 -0.007 -0.003 -0.051 -0.009 0.000 1.000 0.088 -0.000 -0.271 0.004 -0.115 0.000 -0.171 0.914 -0.001 -0.005 | -| phi_s | 0.001 0.005 -0.036 -0.012 -0.661 -0.001 0.018 -0.027 -0.017 0.001 0.005 -0.005 -0.000 0.088 1.000 -0.001 0.012 0.001 -0.018 0.000 -0.082 0.094 -0.076 -0.011 | -| p4415_s | 0.003 0.008 -0.008 0.001 0.000 0.001 -0.005 -0.017 -0.016 0.017 0.001 -0.006 0.002 -0.000 -0.001 1.000 0.001 0.002 0.001 -0.019 -0.002 0.000 0.009 0.004 | -| rho_s | 0.078 0.006 0.068 0.029 -0.035 0.002 -0.175 0.055 0.038 -0.006 -0.023 0.011 0.000 -0.271 0.012 0.001 1.000 -0.012 0.260 -0.001 -0.315 -0.135 0.118 0.017 | -| Dbar_s | 0.030 -0.037 0.089 0.039 0.000 0.012 -0.046 0.032 0.012 0.027 0.015 0.050 -0.003 0.004 0.001 0.002 -0.012 1.000 -0.006 -0.001 0.004 0.003 0.025 0.050 | -| bplus_0 | 0.034 0.024 0.004 0.046 -0.008 0.003 -0.854 0.042 0.020 0.007 -0.072 -0.007 0.001 -0.115 -0.018 0.001 0.260 -0.006 1.000 -0.000 -0.002 -0.088 -0.017 0.023 | -| p4415_p | 0.003 0.002 -0.004 0.001 -0.000 -0.000 -0.000 -0.004 0.000 -0.003 0.001 0.001 -0.000 0.000 0.000 -0.019 -0.001 -0.001 -0.000 1.000 0.001 0.000 -0.002 -0.002 | -| rho_p | -0.006 0.026 -0.084 -0.016 0.054 -0.002 -0.015 -0.062 -0.041 0.012 0.084 -0.002 -0.001 -0.171 -0.082 -0.002 -0.315 0.004 -0.002 0.001 1.000 -0.110 -0.196 -0.016 | -| omega_p | -0.024 -0.016 -0.004 -0.006 -0.023 0.000 0.073 0.001 -0.000 -0.004 -0.058 -0.008 0.001 0.914 0.094 0.000 -0.135 0.003 -0.088 0.000 -0.110 1.000 0.025 -0.002 | -| bplus_2 | -0.231 -0.164 0.763 -0.126 -0.000 0.006 -0.272 0.225 0.183 -0.125 0.122 -0.002 0.008 -0.001 -0.076 0.009 0.118 0.025 -0.017 -0.002 -0.196 0.025 1.000 -0.058 | -| p4040_p | 0.067 0.175 -0.263 0.011 0.001 0.018 0.017 0.314 -0.264 0.080 -0.074 -0.248 0.026 -0.005 -0.011 0.004 0.017 0.050 0.023 -0.002 -0.016 -0.002 -0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.309295750091819}), (, {'error': 0.0888922692619103}), (, {'error': 0.21189733644267988}), (, {'error': 0.22838034851902433}), (, {'error': 0.6081507631003111}), (, {'error': 0.055420383816385144}), (, {'error': 0.039099458489924244}), (, {'error': 0.1611214285353435}), (, {'error': 0.17522256091689375}), (, {'error': 0.1129476055903269}), (, {'error': 0.02603360999430926}), (, {'error': 0.031529277052410265}), (, {'error': 0.01917576220824091}), (, {'error': 2.0298367807138455}), (, {'error': 1.0461085179395146}), (, {'error': 0.02987787431877663}), (, {'error': 0.3665694023456666}), (, {'error': 0.054508089129704784}), (, {'error': 0.020005917515660165}), (, {'error': 0.10183897697909128}), (, {'error': 0.9511792656578315}), (, {'error': 0.5556724197416893}), (, {'error': 0.0855085182241414}), (, {'error': 0.17638839426737918})]) -Toy 13/25 -Time taken: 1 h, 15 min -Projected time left: 1 h, 9 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.987E+05 | Ncalls=574 (585 total) | -| EDM = 1.67E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298704.75856836216 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.625E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.019 | 0.014 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.353 | 0.001 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.089 | 0.002 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 3.759 | 0.007 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -0.202 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 1.813 | 0.007 | | | -2 | 2 | | -| 7 | p4160_s | 2.717 | 0.002 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 2.601E-1 | 0.008E-1 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 3.836 | 0.018 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.414 | 0.019 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 2.302E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 13| omega_s | 0.550E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 22.688 | 0.003 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 0.998 | 0.001 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.494 | 0.001 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.742E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.890 | 0.011 | | | -2 | 2 | | -| 19| p4415_p | 0.904 | 0.014 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 4.794 | 0.005 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -2.021 | 0.007 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.468 | 0.011 | | | -2 | 2 | | -| 23| p4040_p | -0.603E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.194 0.015 -0.133 -0.020 -0.045 -0.209 -0.107 0.036 -0.203 0.211 -0.209 -0.080 0.006 0.011 0.024 0.013 -0.109 -0.210 0.178 -0.065 -0.038 -0.206 0.040 | -| p3770_p | 0.194 1.000 0.064 -0.585 -0.086 -0.196 -0.917 -0.469 0.156 -0.887 0.922 -0.914 -0.351 0.028 0.049 0.103 0.057 -0.476 -0.920 0.780 -0.283 -0.167 -0.903 0.177 | -| Ctt | 0.015 0.064 1.000 -0.044 -0.006 -0.015 -0.069 -0.035 0.012 -0.067 0.069 -0.069 -0.026 0.002 0.004 0.008 0.004 -0.036 -0.069 0.059 -0.021 -0.013 -0.068 0.013 | -| p3770_s | -0.133 -0.585 -0.044 1.000 0.059 0.135 0.631 0.322 -0.108 0.610 -0.634 0.629 0.241 -0.019 -0.034 -0.071 -0.039 0.328 0.633 -0.537 0.195 0.115 0.621 -0.122 | -| phi_p | -0.020 -0.086 -0.006 0.059 1.000 0.020 0.093 0.048 -0.016 0.090 -0.094 0.093 0.036 -0.003 -0.005 -0.010 -0.006 0.048 0.093 -0.079 0.029 0.017 0.092 -0.018 | -| Dbar_p | -0.045 -0.196 -0.015 0.135 0.020 1.000 0.211 0.108 -0.036 0.204 -0.212 0.210 0.081 -0.006 -0.011 -0.024 -0.013 0.109 0.212 -0.180 0.065 0.039 0.208 -0.041 | -| bplus_1 | -0.209 -0.917 -0.069 0.631 0.093 0.211 1.000 0.506 -0.169 0.957 -0.995 0.986 0.378 -0.030 -0.053 -0.111 -0.061 0.514 0.993 -0.842 0.306 0.181 0.975 -0.191 | -| p4160_s | -0.107 -0.469 -0.035 0.322 0.048 0.108 0.506 1.000 -0.086 0.489 -0.508 0.504 0.193 -0.015 -0.027 -0.057 -0.031 0.263 0.508 -0.430 0.156 0.092 0.498 -0.098 | -| p4040_s | 0.036 0.156 0.012 -0.108 -0.016 -0.036 -0.169 -0.086 1.000 -0.163 0.170 -0.168 -0.064 0.005 0.009 0.019 0.010 -0.088 -0.169 0.143 -0.052 -0.031 -0.166 0.032 | -| p4160_p | -0.203 -0.887 -0.067 0.610 0.090 0.204 0.957 0.489 -0.163 1.000 -0.962 0.954 0.366 -0.029 -0.051 -0.108 -0.059 0.497 0.961 -0.815 0.296 0.175 0.943 -0.185 | -| jpsi_p | 0.211 0.922 0.069 -0.634 -0.094 -0.212 -0.995 -0.508 0.170 -0.962 1.000 -0.992 -0.381 0.030 0.053 0.112 0.062 -0.517 -0.998 0.847 -0.307 -0.182 -0.980 0.192 | -| psi2s_p | -0.209 -0.914 -0.069 0.629 0.093 0.210 0.986 0.504 -0.168 0.954 -0.992 1.000 0.377 -0.030 -0.053 -0.111 -0.061 0.512 0.990 -0.839 0.305 0.180 0.971 -0.190 | -| DDstar_s | -0.080 -0.351 -0.026 0.241 0.036 0.081 0.378 0.193 -0.064 0.366 -0.381 0.377 1.000 -0.011 -0.020 -0.043 -0.023 0.197 0.380 -0.322 0.117 0.069 0.373 -0.073 | -| omega_s | 0.006 0.028 0.002 -0.019 -0.003 -0.006 -0.030 -0.015 0.005 -0.029 0.030 -0.030 -0.011 1.000 0.002 0.003 0.002 -0.015 -0.030 0.025 -0.009 -0.005 -0.029 0.006 | -| phi_s | 0.011 0.049 0.004 -0.034 -0.005 -0.011 -0.053 -0.027 0.009 -0.051 0.053 -0.053 -0.020 0.002 1.000 0.006 0.003 -0.027 -0.053 0.045 -0.016 -0.010 -0.052 0.010 | -| p4415_s | 0.024 0.103 0.008 -0.071 -0.010 -0.024 -0.111 -0.057 0.019 -0.108 0.112 -0.111 -0.043 0.003 0.006 1.000 0.007 -0.058 -0.112 0.095 -0.034 -0.020 -0.110 0.022 | -| rho_s | 0.013 0.057 0.004 -0.039 -0.006 -0.013 -0.061 -0.031 0.010 -0.059 0.062 -0.061 -0.023 0.002 0.003 0.007 1.000 -0.032 -0.061 0.052 -0.019 -0.011 -0.060 0.012 | -| Dbar_s | -0.109 -0.476 -0.036 0.328 0.048 0.109 0.514 0.263 -0.088 0.497 -0.517 0.512 0.197 -0.015 -0.027 -0.058 -0.032 1.000 0.516 -0.437 0.159 0.094 0.506 -0.099 | -| bplus_0 | -0.210 -0.920 -0.069 0.633 0.093 0.212 0.993 0.508 -0.169 0.961 -0.998 0.990 0.380 -0.030 -0.053 -0.112 -0.061 0.516 1.000 -0.845 0.307 0.181 0.978 -0.192 | -| p4415_p | 0.178 0.780 0.059 -0.537 -0.079 -0.180 -0.842 -0.430 0.143 -0.815 0.847 -0.839 -0.322 0.025 0.045 0.095 0.052 -0.437 -0.845 1.000 -0.260 -0.154 -0.829 0.163 | -| rho_p | -0.065 -0.283 -0.021 0.195 0.029 0.065 0.306 0.156 -0.052 0.296 -0.307 0.305 0.117 -0.009 -0.016 -0.034 -0.019 0.159 0.307 -0.260 1.000 0.056 0.301 -0.059 | -| omega_p | -0.038 -0.167 -0.013 0.115 0.017 0.039 0.181 0.092 -0.031 0.175 -0.182 0.180 0.069 -0.005 -0.010 -0.020 -0.011 0.094 0.181 -0.154 0.056 1.000 0.178 -0.035 | -| bplus_2 | -0.206 -0.903 -0.068 0.621 0.092 0.208 0.975 0.498 -0.166 0.943 -0.980 0.971 0.373 -0.029 -0.052 -0.110 -0.060 0.506 0.978 -0.829 0.301 0.178 1.000 -0.188 | -| p4040_p | 0.040 0.177 0.013 -0.122 -0.018 -0.041 -0.191 -0.098 0.032 -0.185 0.192 -0.190 -0.073 0.006 0.010 0.022 0.012 -0.099 -0.192 0.163 -0.059 -0.035 -0.188 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0008606836940980855}), (, {'error': 0.013744590419791258}), (, {'error': 0.000821658608281095}), (, {'error': 0.0024436939432062044}), (, {'error': 0.006782306486496026}), (, {'error': 0.00893156409074658}), (, {'error': 0.007355233637136305}), (, {'error': 0.0019881998793636058}), (, {'error': 0.0008399468785777742}), (, {'error': 0.018230789838161954}), (, {'error': 12.054503313874557}), (, {'error': 0.019460358124389288}), (, {'error': 0.00025658695600783155}), (, {'error': 0.002804522477704463}), (, {'error': 0.00329948927189605}), (, {'error': 0.001351788158224343}), (, {'error': 0.0010687759933554197}), (, {'error': 0.0004208179885618196}), (, {'error': 0.010925979137233699}), (, {'error': 0.01444915452580986}), (, {'error': 0.005226348890539967}), (, {'error': 0.007422081980370088}), (, {'error': 0.011239143876044633}), (, {'error': 0.0022109020240015376})]) -Toy 14/25 -Time taken: 1 h, 20 min -Projected time left: 1 h, 2 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1505 (1505 total) | -| EDM = 0.00185 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297346.73597440193 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.1 | 1.9 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -3.02 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.29 | 0.25 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.32 | 0.26 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.72 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 4.6 | 1.1 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.84 | 0.08 | | | -2 | 2 | | -| 7 | p4160_s | 2.26 | 0.19 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.11 | 0.21 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.38 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.57 | | | -0.3 | 0.3 | | -| 13| omega_s | 8.8 | 1.4 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 18.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.27 | 0.20 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.444 | 0.019 | | | -2 | 2 | | -| 19| p4415_p | -2.44 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.13 | 0.12 | | | -2 | 2 | | -| 23| p4040_p | 3.30 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.406 -0.503 -0.414 0.006 0.865 -0.874 0.382 0.526 0.026 0.744 0.295 0.854 -0.030 -0.060 0.093 -0.271 0.342 -0.007 0.629 0.057 -0.081 0.762 0.062 | -| p3770_p | -0.406 1.000 -0.017 -0.037 -0.002 -0.170 0.421 -0.205 -0.309 0.168 -0.219 -0.148 -0.430 0.010 0.019 -0.058 0.142 0.154 0.049 -0.227 -0.022 0.041 -0.339 0.072 | -| Ctt | -0.503 -0.017 1.000 0.232 -0.005 -0.680 0.308 0.041 -0.036 -0.206 -0.562 0.123 -0.385 0.006 0.005 0.055 0.113 -0.317 -0.007 -0.257 0.008 0.033 -0.022 -0.033 | -| p3770_s | -0.414 -0.037 0.232 1.000 -0.007 -0.451 0.336 -0.107 -0.112 0.024 -0.209 -0.336 -0.427 0.007 0.010 -0.029 0.109 -0.052 0.041 -0.212 -0.016 0.030 -0.326 0.019 | -| phi_p | 0.006 -0.002 -0.005 -0.007 1.000 0.003 -0.007 -0.005 -0.000 -0.001 -0.007 0.001 0.001 -0.048 0.633 -0.001 -0.027 0.005 -0.006 -0.001 -0.132 -0.020 -0.016 -0.005 | -| Dbar_p | 0.865 -0.170 -0.680 -0.451 0.003 1.000 -0.647 0.269 0.441 -0.029 0.666 0.169 0.738 -0.027 -0.059 0.137 -0.192 0.417 0.020 0.445 0.056 -0.058 0.603 -0.068 | -| bplus_1 | -0.874 0.421 0.308 0.336 -0.007 -0.647 1.000 -0.335 -0.436 -0.064 -0.612 -0.276 -0.781 0.019 0.056 0.004 0.174 -0.230 -0.386 -0.607 -0.033 0.046 -0.772 -0.100 | -| p4160_s | 0.382 -0.205 0.041 -0.107 -0.005 0.269 -0.335 1.000 0.189 -0.146 0.232 0.108 0.330 -0.019 -0.049 0.337 -0.089 0.067 0.037 0.131 0.048 -0.028 0.358 0.332 | -| p4040_s | 0.526 -0.309 -0.036 -0.112 -0.000 0.441 -0.436 0.189 1.000 -0.431 0.350 0.224 0.482 -0.018 -0.043 0.193 -0.129 0.100 0.010 0.167 0.043 -0.038 0.422 -0.159 | -| p4160_p | 0.026 0.168 -0.206 0.024 -0.001 -0.029 -0.064 -0.146 -0.431 1.000 0.159 -0.047 -0.152 -0.006 -0.007 -0.105 -0.017 0.193 0.022 0.304 -0.000 -0.008 0.027 0.174 | -| jpsi_p | 0.744 -0.219 -0.562 -0.209 -0.007 0.666 -0.612 0.232 0.350 0.159 1.000 0.268 0.527 -0.040 -0.066 0.036 -0.197 0.461 0.031 0.494 0.040 -0.072 0.459 0.116 | -| psi2s_p | 0.295 -0.148 0.123 -0.336 0.001 0.169 -0.276 0.108 0.224 -0.047 0.268 1.000 0.199 -0.013 -0.024 0.055 -0.084 0.194 0.001 0.176 0.020 -0.027 0.268 -0.078 | -| DDstar_s | 0.854 -0.430 -0.385 -0.427 0.001 0.738 -0.781 0.330 0.482 -0.152 0.527 0.199 1.000 -0.029 -0.056 0.102 -0.241 0.324 -0.005 0.466 0.053 -0.073 0.697 -0.063 | -| omega_s | -0.030 0.010 0.006 0.007 -0.048 -0.027 0.019 -0.019 -0.018 -0.006 -0.040 -0.013 -0.029 1.000 0.024 -0.001 0.210 -0.008 0.019 -0.027 0.042 0.833 -0.048 -0.010 | -| phi_s | -0.060 0.019 0.005 0.010 0.633 -0.059 0.056 -0.049 -0.043 -0.007 -0.066 -0.024 -0.056 0.024 1.000 -0.009 -0.018 -0.021 -0.023 -0.055 -0.074 0.029 -0.119 -0.020 | -| p4415_s | 0.093 -0.058 0.055 -0.029 -0.001 0.137 0.004 0.337 0.193 -0.105 0.036 0.055 0.102 -0.001 -0.009 1.000 0.003 0.030 0.019 -0.108 0.007 0.002 -0.017 0.033 | -| rho_s | -0.271 0.142 0.113 0.109 -0.027 -0.192 0.174 -0.089 -0.129 -0.017 -0.197 -0.084 -0.241 0.210 -0.018 0.003 1.000 -0.069 0.228 -0.179 0.135 0.505 -0.195 -0.026 | -| Dbar_s | 0.342 0.154 -0.317 -0.052 0.005 0.417 -0.230 0.067 0.100 0.193 0.461 0.194 0.324 -0.008 -0.021 0.030 -0.069 1.000 0.011 0.232 0.022 -0.018 0.187 0.121 | -| bplus_0 | -0.007 0.049 -0.007 0.041 -0.006 0.020 -0.386 0.037 0.010 0.022 0.031 0.001 -0.005 0.019 -0.023 0.019 0.228 0.011 1.000 0.013 -0.030 0.081 0.040 0.033 | -| p4415_p | 0.629 -0.227 -0.257 -0.212 -0.001 0.445 -0.607 0.131 0.167 0.304 0.494 0.176 0.466 -0.027 -0.055 -0.108 -0.179 0.232 0.013 1.000 0.052 -0.056 0.573 0.183 | -| rho_p | 0.057 -0.022 0.008 -0.016 -0.132 0.056 -0.033 0.048 0.043 -0.000 0.040 0.020 0.053 0.042 -0.074 0.007 0.135 0.022 -0.030 0.052 1.000 -0.000 0.129 0.013 | -| omega_p | -0.081 0.041 0.033 0.030 -0.020 -0.058 0.046 -0.028 -0.038 -0.008 -0.072 -0.027 -0.073 0.833 0.029 0.002 0.505 -0.018 0.081 -0.056 -0.000 1.000 -0.065 -0.011 | -| bplus_2 | 0.762 -0.339 -0.022 -0.326 -0.016 0.603 -0.772 0.358 0.422 0.027 0.459 0.268 0.697 -0.048 -0.119 -0.017 -0.195 0.187 0.040 0.573 0.129 -0.065 1.000 0.071 | -| p4040_p | 0.062 0.072 -0.033 0.019 -0.005 -0.068 -0.100 0.332 -0.159 0.174 0.116 -0.078 -0.063 -0.010 -0.020 0.033 -0.026 0.121 0.033 0.183 0.013 -0.011 0.071 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.9277239634776415}), (, {'error': 0.14487162757612926}), (, {'error': 0.24740820460483726}), (, {'error': 0.2644767998121753}), (, {'error': 0.2001866201580942}), (, {'error': 1.1055468520473761}), (, {'error': 0.08194856723495403}), (, {'error': 0.1872282469687645}), (, {'error': 0.21229644176656587}), (, {'error': 0.10765295647643702}), (, {'error': 0.04024955246862394}), (, {'error': 0.03475241212067193}), (, {'error': 0.5663562760278972}), (, {'error': 1.3974959421922177}), (, {'error': 1.0404084721610385}), (, {'error': 0.19905888597554822}), (, {'error': 0.36814359382182926}), (, {'error': 0.42565589170997126}), (, {'error': 0.018628298244478092}), (, {'error': 0.2249621984419401}), (, {'error': 0.28949117945003744}), (, {'error': 0.42145956933921846}), (, {'error': 0.12081879417916996}), (, {'error': 0.17134971393804577})]) -Toy 15/25 -Time taken: 1 h, 27 min -Projected time left: 58 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=269 (269 total) | -| EDM = 3.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297197.16892014194 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.89 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.48 | 0.07 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.12 | 0.11 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.83 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | 2.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.855 | 0.006 | | | -2 | 2 | | -| 7 | p4160_s | 2.14 | 0.08 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.13 | 0.07 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.32 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.600 | 0.017 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.903 | 0.016 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.007 | | | -0.3 | 0.3 | | -| 13| omega_s | 6 | 3 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 21.6 | 0.5 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.08 | 0.09 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.12 | 1.99 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.006 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.443 | 0.003 | | | -2 | 2 | | -| 19| p4415_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -2.2 | 7.2 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.19 | 0.05 | | | -2 | 2 | | -| 23| p4040_p | 4.02 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.147 0.357 0.033 0.519 0.165 -0.345 -0.059 -0.070 0.049 0.397 -0.031 -0.020 -0.550 -0.014 -0.008 0.561 -0.037 -0.267 -0.037 0.560 0.394 -0.505 0.059 | -| p3770_p | 0.147 1.000 0.090 -0.085 0.173 0.163 -0.146 0.003 0.009 0.036 0.114 0.001 -0.004 -0.183 -0.006 0.010 0.187 -0.004 -0.122 0.010 0.187 0.131 -0.169 0.042 | -| Ctt | 0.357 0.090 1.000 -0.030 0.560 0.226 -0.463 0.047 0.017 -0.081 0.444 0.033 -0.026 -0.593 -0.013 0.138 0.606 -0.035 -0.392 -0.025 0.605 0.426 -0.503 -0.070 | -| p3770_s | 0.033 -0.085 -0.030 1.000 0.049 0.019 -0.018 0.006 0.019 -0.020 0.037 -0.150 0.010 -0.052 -0.005 0.009 0.053 0.016 -0.006 -0.004 0.053 0.037 -0.033 -0.055 | -| phi_p | 0.519 0.173 0.560 0.049 1.000 0.432 -0.715 -0.000 -0.021 0.021 0.592 -0.001 -0.041 -0.909 0.024 0.093 0.925 -0.065 -0.607 -0.019 0.924 0.651 -0.858 0.045 | -| Dbar_p | 0.165 0.163 0.226 0.019 0.432 1.000 -0.285 -0.039 -0.051 0.011 0.381 -0.001 -0.020 -0.456 -0.011 0.029 0.466 -0.028 -0.219 -0.039 0.465 0.328 -0.399 0.015 | -| bplus_1 | -0.345 -0.146 -0.463 -0.018 -0.715 -0.285 1.000 0.039 0.055 -0.033 -0.519 0.024 0.031 0.758 0.019 -0.031 -0.773 0.051 0.413 0.026 -0.771 -0.543 0.690 -0.050 | -| p4160_s | -0.059 0.003 0.047 0.006 -0.000 -0.039 0.039 1.000 -0.045 -0.025 -0.006 -0.044 0.005 0.000 -0.002 0.058 -0.001 0.003 0.047 -0.068 -0.000 -0.000 0.012 0.137 | -| p4040_s | -0.070 0.009 0.017 0.019 -0.021 -0.051 0.055 -0.045 1.000 -0.140 -0.023 -0.056 0.012 0.023 -0.003 0.017 -0.023 0.010 0.060 -0.045 -0.023 -0.016 0.032 -0.021 | -| p4160_p | 0.049 0.036 -0.081 -0.020 0.021 0.011 -0.033 -0.025 -0.140 1.000 0.018 -0.027 0.010 -0.022 -0.002 0.064 0.023 0.011 -0.031 0.060 0.023 0.016 -0.000 -0.001 | -| jpsi_p | 0.397 0.114 0.444 0.037 0.592 0.381 -0.519 -0.006 -0.023 0.018 1.000 -0.019 -0.018 -0.629 -0.020 0.059 0.641 -0.036 -0.452 -0.012 0.641 0.451 -0.606 0.031 | -| psi2s_p | -0.031 0.001 0.033 -0.150 -0.001 -0.001 0.024 -0.044 -0.056 -0.027 -0.019 1.000 0.015 0.000 -0.004 -0.017 -0.000 0.018 0.028 -0.028 -0.000 -0.000 -0.002 -0.052 | -| DDstar_s | -0.020 -0.004 -0.026 0.010 -0.041 -0.020 0.031 0.005 0.012 0.010 -0.018 0.015 1.000 0.044 0.002 -0.003 -0.044 0.001 0.025 0.007 -0.044 -0.031 0.040 0.005 | -| omega_s | -0.550 -0.183 -0.593 -0.052 -0.909 -0.456 0.758 0.000 0.023 -0.022 -0.629 0.000 0.044 1.000 0.042 -0.098 -0.981 0.069 0.644 0.020 -0.981 -0.677 0.910 -0.047 | -| phi_s | -0.014 -0.006 -0.013 -0.005 0.024 -0.011 0.019 -0.002 -0.003 -0.002 -0.020 -0.004 0.002 0.042 1.000 -0.004 -0.043 0.002 0.011 -0.001 -0.044 -0.029 0.022 -0.003 | -| p4415_s | -0.008 0.010 0.138 0.009 0.093 0.029 -0.031 0.058 0.017 0.064 0.059 -0.017 -0.003 -0.098 -0.004 1.000 0.100 -0.008 -0.012 -0.004 0.100 0.071 -0.105 0.033 | -| rho_s | 0.561 0.187 0.606 0.053 0.925 0.466 -0.773 -0.001 -0.023 0.023 0.641 -0.000 -0.044 -0.981 -0.043 0.100 1.000 -0.070 -0.656 -0.020 0.998 0.705 -0.928 0.048 | -| Dbar_s | -0.037 -0.004 -0.035 0.016 -0.065 -0.028 0.051 0.003 0.010 0.011 -0.036 0.018 0.001 0.069 0.002 -0.008 -0.070 1.000 0.042 0.007 -0.070 -0.049 0.062 0.009 | -| bplus_0 | -0.267 -0.122 -0.392 -0.006 -0.607 -0.219 0.413 0.047 0.060 -0.031 -0.452 0.028 0.025 0.644 0.011 -0.012 -0.656 0.042 1.000 0.027 -0.654 -0.461 0.578 -0.046 | -| p4415_p | -0.037 0.010 -0.025 -0.004 -0.019 -0.039 0.026 -0.068 -0.045 0.060 -0.012 -0.028 0.007 0.020 -0.001 -0.004 -0.020 0.007 0.027 1.000 -0.020 -0.014 0.041 0.039 | -| rho_p | 0.560 0.187 0.605 0.053 0.924 0.465 -0.771 -0.000 -0.023 0.023 0.641 -0.000 -0.044 -0.981 -0.044 0.100 0.998 -0.070 -0.654 -0.020 1.000 0.705 -0.926 0.048 | -| omega_p | 0.394 0.131 0.426 0.037 0.651 0.328 -0.543 -0.000 -0.016 0.016 0.451 -0.000 -0.031 -0.677 -0.029 0.071 0.705 -0.049 -0.461 -0.014 0.705 1.000 -0.652 0.034 | -| bplus_2 | -0.505 -0.169 -0.503 -0.033 -0.858 -0.399 0.690 0.012 0.032 -0.000 -0.606 -0.002 0.040 0.910 0.022 -0.105 -0.928 0.062 0.578 0.041 -0.926 -0.652 1.000 -0.029 | -| p4040_p | 0.059 0.042 -0.070 -0.055 0.045 0.015 -0.050 0.137 -0.021 -0.001 0.031 -0.052 0.005 -0.047 -0.003 0.033 0.048 0.009 -0.046 0.039 0.048 0.034 -0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08710277221163043}), (, {'error': 0.05315329136858882}), (, {'error': 0.06927085188844256}), (, {'error': 0.10898519975210386}), (, {'error': 0.18474501600649784}), (, {'error': 0.10058537137085999}), (, {'error': 0.0063648794595021485}), (, {'error': 0.07557014311288945}), (, {'error': 0.07478088214192902}), (, {'error': 0.04498591969090082}), (, {'error': 0.016873825046212154}), (, {'error': 0.015748345130954355}), (, {'error': 0.00730715459518172}), (, {'error': 3.488369083691096}), (, {'error': 0.5210133371359564}), (, {'error': 0.09339162810982982}), (, {'error': 1.994841043198861}), (, {'error': 0.005792341071442247}), (, {'error': 0.002858946101393034}), (, {'error': 0.10144754103533593}), (, {'error': 7.164732156393609}), (, {'error': 0.217846918681754}), (, {'error': 0.05448420927279962}), (, {'error': 0.07787110312780321})]) -Toy 16/25 -Time taken: 1 h, 31 min -Projected time left: 51 min, 9 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1495 (1495 total) | -| EDM = 3.49E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297275.1576091597 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.02 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.34 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.63 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 7 | p4160_s | 2.23 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.005 | 0.036 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -1.86 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.633 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.887 | 0.030 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.5 | 2.0 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 17.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.02 | 0.20 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.381 | 0.029 | | | -2 | 2 | | -| 19| p4415_p | -2.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.34 | 0.07 | | | -2 | 2 | | -| 23| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.228 -0.010 0.194 0.009 -0.175 -0.276 -0.060 0.012 0.151 0.211 0.021 0.039 -0.019 -0.001 0.027 0.042 -0.004 0.045 -0.086 -0.007 -0.012 0.217 -0.002 | -| p3770_p | 0.228 1.000 -0.251 -0.186 -0.003 0.357 -0.190 -0.103 0.016 0.145 0.112 -0.006 0.028 0.000 0.006 -0.027 -0.010 0.048 0.082 -0.041 -0.000 -0.002 0.116 -0.004 | -| Ctt | -0.010 -0.251 1.000 -0.196 -0.001 -0.384 0.154 0.350 -0.026 -0.222 0.215 0.222 -0.007 -0.027 -0.064 0.111 0.018 0.002 -0.009 0.160 0.020 -0.010 -0.721 0.006 | -| p3770_s | 0.194 -0.186 -0.196 1.000 0.003 -0.055 -0.058 0.015 -0.003 0.059 -0.025 -0.455 0.028 -0.011 -0.014 0.003 0.012 0.035 -0.006 -0.002 0.002 -0.007 0.111 0.000 | -| phi_p | 0.009 -0.003 -0.001 0.003 1.000 0.013 0.072 0.008 0.000 0.005 -0.018 0.004 0.000 -0.133 0.365 -0.000 0.079 0.001 -0.087 0.009 -0.004 -0.110 -0.003 -0.000 | -| Dbar_p | -0.175 0.357 -0.384 -0.055 0.013 1.000 -0.122 -0.051 -0.003 -0.068 0.209 -0.105 0.009 -0.030 -0.029 0.099 0.056 0.037 -0.028 -0.134 0.000 -0.016 0.087 0.009 | -| bplus_1 | -0.276 -0.190 0.154 -0.058 0.072 -0.122 1.000 0.024 0.000 0.043 -0.158 0.038 -0.005 -0.173 -0.105 -0.139 0.372 -0.005 -0.934 0.153 -0.080 -0.102 -0.128 -0.005 | -| p4160_s | -0.060 -0.103 0.350 0.015 0.008 -0.051 0.024 1.000 0.023 -0.156 0.008 0.007 0.002 -0.027 -0.048 0.344 0.038 -0.003 -0.040 -0.102 0.011 -0.011 -0.185 -0.019 | -| p4040_s | 0.012 0.016 -0.026 -0.003 0.000 -0.003 0.000 0.023 1.000 0.027 -0.004 -0.015 0.002 -0.000 0.000 -0.005 0.000 0.002 -0.001 0.012 -0.000 -0.000 0.006 -0.351 | -| p4160_p | 0.151 0.145 -0.222 0.059 0.005 -0.068 0.043 -0.156 0.027 1.000 -0.034 -0.154 0.052 -0.016 -0.015 -0.055 0.023 0.036 -0.048 0.210 -0.001 -0.010 0.010 0.002 | -| jpsi_p | 0.211 0.112 0.215 -0.025 -0.018 0.209 -0.158 0.008 -0.004 -0.034 1.000 -0.042 0.063 -0.013 0.026 0.019 -0.030 0.064 0.136 -0.031 -0.016 -0.025 -0.151 0.006 | -| psi2s_p | 0.021 -0.006 0.222 -0.455 0.004 -0.105 0.038 0.007 -0.015 -0.154 -0.042 1.000 0.033 -0.020 -0.015 0.055 0.028 0.038 -0.046 -0.058 -0.003 -0.014 -0.035 0.012 | -| DDstar_s | 0.039 0.028 -0.007 0.028 0.000 0.009 -0.005 0.002 0.002 0.052 0.063 0.033 1.000 0.002 0.001 -0.004 -0.003 -0.002 0.005 0.024 0.000 0.001 -0.000 -0.002 | -| omega_s | -0.019 0.000 -0.027 -0.011 -0.133 -0.030 -0.173 -0.027 -0.000 -0.016 -0.013 -0.020 0.002 1.000 0.029 0.001 -0.323 0.001 0.197 -0.031 0.124 0.888 0.032 0.001 | -| phi_s | -0.001 0.006 -0.064 -0.014 0.365 -0.029 -0.105 -0.048 0.000 -0.015 0.026 -0.015 0.001 0.029 1.000 0.005 -0.007 -0.000 0.114 -0.048 0.023 0.017 0.128 0.001 | -| p4415_s | 0.027 -0.027 0.111 0.003 -0.000 0.099 -0.139 0.344 -0.005 -0.055 0.019 0.055 -0.004 0.001 0.005 1.000 0.001 -0.000 0.041 -0.143 -0.001 0.000 0.137 -0.003 | -| rho_s | 0.042 -0.010 0.018 0.012 0.079 0.056 0.372 0.038 0.000 0.023 -0.030 0.028 -0.003 -0.323 -0.007 0.001 1.000 -0.001 -0.433 0.046 0.001 -0.104 -0.002 -0.002 | -| Dbar_s | -0.004 0.048 0.002 0.035 0.001 0.037 -0.005 -0.003 0.002 0.036 0.064 0.038 -0.002 0.001 -0.000 -0.000 -0.001 1.000 0.002 0.011 0.001 0.001 0.000 -0.001 | -| bplus_0 | 0.045 0.082 -0.009 -0.006 -0.087 -0.028 -0.934 -0.040 -0.001 -0.048 0.136 -0.046 0.005 0.197 0.114 0.041 -0.433 0.002 1.000 -0.097 0.088 0.115 -0.080 0.004 | -| p4415_p | -0.086 -0.041 0.160 -0.002 0.009 -0.134 0.153 -0.102 0.012 0.210 -0.031 -0.058 0.024 -0.031 -0.048 -0.143 0.046 0.011 -0.097 1.000 0.007 -0.015 -0.238 -0.004 | -| rho_p | -0.007 -0.000 0.020 0.002 -0.004 0.000 -0.080 0.011 -0.000 -0.001 -0.016 -0.003 0.000 0.124 0.023 -0.001 0.001 0.001 0.088 0.007 1.000 0.084 -0.067 0.000 | -| omega_p | -0.012 -0.002 -0.010 -0.007 -0.110 -0.016 -0.102 -0.011 -0.000 -0.010 -0.025 -0.014 0.001 0.888 0.017 0.000 -0.104 0.001 0.115 -0.015 0.084 1.000 0.002 0.001 | -| bplus_2 | 0.217 0.116 -0.721 0.111 -0.003 0.087 -0.128 -0.185 0.006 0.010 -0.151 -0.035 -0.000 0.032 0.128 0.137 -0.002 0.000 -0.080 -0.238 -0.067 0.002 1.000 0.000 | -| p4040_p | -0.002 -0.004 0.006 0.000 -0.000 0.009 -0.005 -0.019 -0.351 0.002 0.006 0.012 -0.002 0.001 0.001 -0.003 -0.002 -0.001 0.004 -0.004 0.000 0.001 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3336598117838756}), (, {'error': 0.10130025594478376}), (, {'error': 0.20316789343775454}), (, {'error': 0.23451817643961936}), (, {'error': 0.1616021641893859}), (, {'error': 0.34736270783320244}), (, {'error': 0.05703137227716781}), (, {'error': 0.16057005268967206}), (, {'error': 0.03581267467877717}), (, {'error': 0.08589632053080809}), (, {'error': 0.025010290386670686}), (, {'error': 0.030496062880168928}), (, {'error': 0.025796583180816013}), (, {'error': 2.023747726814336}), (, {'error': 0.9625659877306383}), (, {'error': 0.19647225828823606}), (, {'error': 0.38636668095099047}), (, {'error': 0.025208310495046654}), (, {'error': 0.02935200356894574}), (, {'error': 0.20243873180322414}), (, {'error': 0.1805702100639235}), (, {'error': 0.5253579546820881}), (, {'error': 0.07498765596601342}), (, {'error': 8.664102960598786})]) -Toy 17/25 -Time taken: 1 h, 38 min -Projected time left: 46 min, 8 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1926 (1926 total) | -| EDM = 3.01E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297128.9328975995 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.6 | 1.4 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.84 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.10 | 0.14 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.68 | 0.22 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 6.04 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -1.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.895 | 0.022 | | | -2 | 2 | | -| 7 | p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.19 | 0.20 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.24 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.807 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.60 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 19.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.44 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.31 | 0.28 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.20 | 0.17 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.463 | 0.016 | | | -2 | 2 | | -| 19| p4415_p | 3.80 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.49 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.27 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.30 | 0.06 | | | -2 | 2 | | -| 23| p4040_p | 3.77 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.538 0.554 0.177 -0.007 0.681 -0.770 -0.576 -0.722 0.067 -0.683 -0.405 0.947 -0.109 -0.083 -0.481 0.258 -0.879 -0.858 -0.592 -0.041 -0.033 0.508 0.190 | -| p3770_p | 0.538 1.000 0.247 0.019 -0.004 0.130 -0.439 -0.335 -0.421 0.226 -0.256 -0.122 0.521 -0.062 -0.047 -0.300 0.144 -0.588 -0.480 -0.253 -0.029 -0.018 0.272 0.276 | -| Ctt | 0.554 0.247 1.000 0.089 -0.004 0.501 -0.409 -0.190 -0.265 -0.106 -0.469 -0.042 0.531 -0.058 -0.055 -0.140 0.132 -0.562 -0.423 -0.313 -0.004 -0.017 -0.021 -0.007 | -| p3770_s | 0.177 0.019 0.089 1.000 0.004 0.069 -0.147 -0.088 -0.063 0.104 0.038 -0.230 0.177 -0.017 -0.025 -0.084 0.040 -0.331 -0.167 -0.053 0.014 -0.003 0.118 0.077 | -| phi_p | -0.007 -0.004 -0.004 0.004 1.000 -0.011 0.001 0.008 0.008 0.002 0.006 0.005 -0.007 0.001 0.495 0.004 0.015 0.003 -0.003 0.008 0.091 0.017 -0.030 0.002 | -| Dbar_p | 0.681 0.130 0.501 0.069 -0.011 1.000 -0.443 -0.329 -0.435 -0.053 -0.595 -0.341 0.688 -0.064 -0.045 -0.320 0.150 -0.539 -0.492 -0.396 -0.037 -0.021 0.341 0.079 | -| bplus_1 | -0.770 -0.439 -0.409 -0.147 0.001 -0.443 1.000 0.416 0.535 -0.027 0.510 0.302 -0.750 0.070 0.065 0.316 -0.175 0.654 0.465 0.463 -0.008 0.021 -0.410 -0.130 | -| p4160_s | -0.576 -0.335 -0.190 -0.088 0.008 -0.329 0.416 1.000 0.420 -0.121 0.355 0.185 -0.554 0.062 0.035 0.456 -0.146 0.511 0.465 0.266 0.050 0.020 -0.323 0.100 | -| p4040_s | -0.722 -0.421 -0.265 -0.063 0.008 -0.435 0.535 0.420 1.000 -0.312 0.478 0.266 -0.693 0.078 0.051 0.423 -0.184 0.633 0.593 0.355 0.047 0.024 -0.367 -0.225 | -| p4160_p | 0.067 0.226 -0.106 0.104 0.002 -0.053 -0.027 -0.121 -0.312 1.000 0.104 0.007 0.091 -0.003 -0.007 -0.043 0.007 -0.232 -0.031 0.170 0.008 0.000 0.002 0.228 | -| jpsi_p | -0.683 -0.256 -0.469 0.038 0.006 -0.595 0.510 0.355 0.478 0.104 1.000 0.407 -0.648 0.070 0.039 0.294 -0.172 0.427 0.544 0.446 0.046 0.022 -0.263 -0.018 | -| psi2s_p | -0.405 -0.122 -0.042 -0.230 0.005 -0.341 0.302 0.185 0.266 0.007 0.407 1.000 -0.384 0.043 0.031 0.196 -0.101 0.215 0.330 0.238 0.019 0.014 -0.165 -0.103 | -| DDstar_s | 0.947 0.521 0.531 0.177 -0.007 0.688 -0.750 -0.554 -0.693 0.091 -0.648 -0.384 1.000 -0.106 -0.080 -0.468 0.253 -0.822 -0.836 -0.558 -0.042 -0.032 0.494 0.197 | -| omega_s | -0.109 -0.062 -0.058 -0.017 0.001 -0.064 0.070 0.062 0.078 -0.003 0.070 0.043 -0.106 1.000 0.043 0.045 -0.366 0.091 0.109 0.067 0.191 0.407 -0.081 -0.017 | -| phi_s | -0.083 -0.047 -0.055 -0.025 0.495 -0.045 0.065 0.035 0.051 -0.007 0.039 0.031 -0.080 0.043 1.000 0.035 -0.020 0.066 0.085 0.041 0.086 0.024 0.014 -0.020 | -| p4415_s | -0.481 -0.300 -0.140 -0.084 0.004 -0.320 0.316 0.456 0.423 -0.043 0.294 0.196 -0.468 0.045 0.035 1.000 -0.108 0.446 0.348 0.199 0.015 0.014 -0.152 -0.088 | -| rho_s | 0.258 0.144 0.132 0.040 0.015 0.150 -0.175 -0.146 -0.184 0.007 -0.172 -0.101 0.253 -0.366 -0.020 -0.108 1.000 -0.221 -0.277 -0.159 0.138 -0.113 0.174 0.040 | -| Dbar_s | -0.879 -0.588 -0.562 -0.331 0.003 -0.539 0.654 0.511 0.633 -0.232 0.427 0.215 -0.822 0.091 0.066 0.446 -0.221 1.000 0.739 0.445 0.037 0.026 -0.502 -0.326 | -| bplus_0 | -0.858 -0.480 -0.423 -0.167 -0.003 -0.492 0.465 0.465 0.593 -0.031 0.544 0.330 -0.836 0.109 0.085 0.348 -0.277 0.739 1.000 0.515 0.027 0.031 -0.570 -0.149 | -| p4415_p | -0.592 -0.253 -0.313 -0.053 0.008 -0.396 0.463 0.266 0.355 0.170 0.446 0.238 -0.558 0.067 0.041 0.199 -0.159 0.445 0.515 1.000 0.049 0.021 -0.365 0.020 | -| rho_p | -0.041 -0.029 -0.004 0.014 0.091 -0.037 -0.008 0.050 0.047 0.008 0.046 0.019 -0.042 0.191 0.086 0.015 0.138 0.037 0.027 0.049 1.000 -0.107 -0.210 0.006 | -| omega_p | -0.033 -0.018 -0.017 -0.003 0.017 -0.021 0.021 0.020 0.024 0.000 0.022 0.014 -0.032 0.407 0.024 0.014 -0.113 0.026 0.031 0.021 -0.107 1.000 -0.029 -0.004 | -| bplus_2 | 0.508 0.272 -0.021 0.118 -0.030 0.341 -0.410 -0.323 -0.367 0.002 -0.263 -0.165 0.494 -0.081 0.014 -0.152 0.174 -0.502 -0.570 -0.365 -0.210 -0.029 1.000 0.086 | -| p4040_p | 0.190 0.276 -0.007 0.077 0.002 0.079 -0.130 0.100 -0.225 0.228 -0.018 -0.103 0.197 -0.017 -0.020 -0.088 0.040 -0.326 -0.149 0.020 0.006 -0.004 0.086 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.3962611533734854}), (, {'error': 0.12413792898732212}), (, {'error': 0.1424591732546422}), (, {'error': 0.21688862434078748}), (, {'error': 0.17417486289867679}), (, {'error': 0.5819202595968975}), (, {'error': 0.022165110273698385}), (, {'error': 0.17167231835875318}), (, {'error': 0.1992513698676534}), (, {'error': 0.08705965308509445}), (, {'error': 0.0318827853147412}), (, {'error': 0.0311652017513131}), (, {'error': 0.5996198203220409}), (, {'error': 0.9253147246967846}), (, {'error': 0.8942638548609843}), (, {'error': 0.18663292070348403}), (, {'error': 0.28359630343534126}), (, {'error': 0.17230920977659034}), (, {'error': 0.015525696808708744}), (, {'error': 0.1600450034948464}), (, {'error': 0.2539684779938569}), (, {'error': 0.2743631336327135}), (, {'error': 0.06358488636385906}), (, {'error': 0.14051357514434049})]) -Toy 18/25 -Time taken: 1 h, 46 min -Projected time left: 41 min, 11 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1380 (1380 total) | -| EDM = 8.46E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297346.9554860151 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.64 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.25 | 0.11 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.7 | 0.5 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.86 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -1.51 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.802 | 0.008 | | | -2 | 2 | | -| 7 | p4160_s | 2.03 | 0.13 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.09 | 0.13 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 3.84 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.67 | 0.07 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 13| omega_s | 8.3 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 18.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.22 | 0.15 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.30 | 0.25 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.448 | 0.004 | | | -2 | 2 | | -| 19| p4415_p | -2.29 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.43 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.25 | 0.05 | | | -2 | 2 | | -| 23| p4040_p | -2.95 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.882 -0.610 -0.890 -0.066 0.760 0.021 0.384 0.373 -0.836 -0.913 -0.867 0.869 -0.034 -0.029 0.352 -0.004 0.957 0.097 -0.488 -0.013 -0.048 0.644 -0.830 | -| p3770_p | -0.882 1.000 0.590 0.869 0.067 -0.744 0.052 -0.398 -0.390 0.858 0.904 0.866 -0.833 0.036 0.035 -0.383 0.010 -0.937 -0.028 0.507 0.011 0.048 -0.620 0.844 | -| Ctt | -0.610 0.590 1.000 0.595 0.049 -0.396 0.019 -0.168 -0.138 0.537 0.591 0.640 -0.591 0.026 0.029 -0.152 0.008 -0.647 -0.033 0.328 0.006 0.034 -0.244 0.541 | -| p3770_s | -0.890 0.869 0.595 1.000 0.068 -0.702 0.053 -0.386 -0.351 0.854 0.917 0.834 -0.829 0.034 0.030 -0.373 0.009 -0.945 -0.025 0.506 0.012 0.049 -0.627 0.836 | -| phi_p | -0.066 0.067 0.049 0.068 1.000 -0.057 0.001 -0.029 -0.028 0.065 0.068 0.065 -0.062 -0.029 0.317 -0.028 0.011 -0.071 -0.006 0.039 -0.021 -0.005 -0.045 0.063 | -| Dbar_p | 0.760 -0.744 -0.396 -0.702 -0.057 1.000 -0.141 0.337 0.310 -0.672 -0.732 -0.689 0.626 -0.029 -0.029 0.300 -0.015 0.764 -0.070 -0.373 -0.008 -0.041 0.443 -0.646 | -| bplus_1 | 0.021 0.052 0.019 0.053 0.001 -0.141 1.000 0.042 0.035 0.028 0.055 0.051 -0.122 -0.008 -0.015 0.072 0.015 -0.044 -0.248 0.007 0.006 0.006 -0.125 0.037 | -| p4160_s | 0.384 -0.398 -0.168 -0.386 -0.029 0.337 0.042 1.000 0.107 -0.410 -0.408 -0.397 0.411 -0.019 -0.023 0.276 -0.002 0.420 0.081 -0.325 -0.004 -0.020 0.298 -0.273 | -| p4040_s | 0.373 -0.390 -0.138 -0.351 -0.028 0.310 0.035 0.107 1.000 -0.470 -0.383 -0.366 0.406 -0.018 -0.020 0.189 -0.002 0.404 0.071 -0.292 -0.004 -0.020 0.262 -0.394 | -| p4160_p | -0.836 0.858 0.537 0.854 0.065 -0.672 0.028 -0.410 -0.470 1.000 0.877 0.822 -0.779 0.033 0.030 -0.326 0.008 -0.902 -0.046 0.527 0.011 0.046 -0.581 0.799 | -| jpsi_p | -0.913 0.904 0.591 0.917 0.068 -0.732 0.055 -0.408 -0.383 0.877 1.000 0.895 -0.830 0.033 0.027 -0.391 0.008 -0.966 -0.027 0.516 0.012 0.049 -0.652 0.858 | -| psi2s_p | -0.867 0.866 0.640 0.834 0.065 -0.689 0.051 -0.397 -0.366 0.822 0.895 1.000 -0.790 0.034 0.030 -0.367 0.009 -0.917 -0.027 0.477 0.011 0.047 -0.624 0.796 | -| DDstar_s | 0.869 -0.833 -0.591 -0.829 -0.062 0.626 -0.122 0.411 0.406 -0.779 -0.830 -0.790 1.000 -0.033 -0.031 0.379 -0.014 0.891 -0.041 -0.426 -0.010 -0.045 0.588 -0.764 | -| omega_s | -0.034 0.036 0.026 0.034 -0.029 -0.029 -0.008 -0.019 -0.018 0.033 0.033 0.034 -0.033 1.000 0.014 -0.016 -0.106 -0.038 -0.013 0.017 0.013 0.498 -0.049 0.032 | -| phi_s | -0.029 0.035 0.029 0.030 0.317 -0.029 -0.015 -0.023 -0.020 0.030 0.027 0.030 -0.031 0.014 1.000 -0.016 -0.023 -0.035 -0.020 0.012 -0.002 0.011 -0.072 0.027 | -| p4415_s | 0.352 -0.383 -0.152 -0.373 -0.028 0.300 0.072 0.276 0.189 -0.326 -0.391 -0.367 0.379 -0.016 -0.016 1.000 -0.000 0.398 0.101 -0.255 -0.005 -0.020 0.221 -0.328 | -| rho_s | -0.004 0.010 0.008 0.009 0.011 -0.015 0.015 -0.002 -0.002 0.008 0.008 0.009 -0.014 -0.106 -0.023 -0.000 1.000 -0.010 0.067 0.004 0.007 0.321 -0.002 0.008 | -| Dbar_s | 0.957 -0.937 -0.647 -0.945 -0.071 0.764 -0.044 0.420 0.404 -0.902 -0.966 -0.917 0.891 -0.038 -0.035 0.398 -0.010 1.000 0.042 -0.528 -0.012 -0.052 0.674 -0.886 | -| bplus_0 | 0.097 -0.028 -0.033 -0.025 -0.006 -0.070 -0.248 0.081 0.071 -0.046 -0.027 -0.027 -0.041 -0.013 -0.020 0.101 0.067 0.042 1.000 -0.031 0.001 0.010 -0.058 -0.036 | -| p4415_p | -0.488 0.507 0.328 0.506 0.039 -0.373 0.007 -0.325 -0.292 0.527 0.516 0.477 -0.426 0.017 0.012 -0.255 0.004 -0.528 -0.031 1.000 0.008 0.028 -0.291 0.490 | -| rho_p | -0.013 0.011 0.006 0.012 -0.021 -0.008 0.006 -0.004 -0.004 0.011 0.012 0.011 -0.010 0.013 -0.002 -0.005 0.007 -0.012 0.001 0.008 1.000 -0.018 0.006 0.012 | -| omega_p | -0.048 0.048 0.034 0.049 -0.005 -0.041 0.006 -0.020 -0.020 0.046 0.049 0.047 -0.045 0.498 0.011 -0.020 0.321 -0.052 0.010 0.028 -0.018 1.000 -0.028 0.046 | -| bplus_2 | 0.644 -0.620 -0.244 -0.627 -0.045 0.443 -0.125 0.298 0.262 -0.581 -0.652 -0.624 0.588 -0.049 -0.072 0.221 -0.002 0.674 -0.058 -0.291 0.006 -0.028 1.000 -0.578 | -| p4040_p | -0.830 0.844 0.541 0.836 0.063 -0.646 0.037 -0.273 -0.394 0.799 0.858 0.796 -0.764 0.032 0.027 -0.328 0.008 -0.886 -0.036 0.490 0.012 0.046 -0.578 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6535598393024817}), (, {'error': 0.2419521405593006}), (, {'error': 0.1101930199350657}), (, {'error': 0.4849705112471905}), (, {'error': 0.10958298505211239}), (, {'error': 0.27021636192975196}), (, {'error': 0.007614029796382482}), (, {'error': 0.12971561906758877}), (, {'error': 0.12695616601500287}), (, {'error': 0.1648231728091769}), (, {'error': 0.06988270452332479}), (, {'error': 0.0568539811147879}), (, {'error': 0.5864987995279265}), (, {'error': 0.8335893521411677}), (, {'error': 0.6959614790721389}), (, {'error': 0.14942589271538653}), (, {'error': 0.25145825168946956}), (, {'error': 0.5587696675687819}), (, {'error': 0.004309947727189067}), (, {'error': 0.1532663622188737}), (, {'error': 0.05650661166743021}), (, {'error': 0.18826908535649078}), (, {'error': 0.047222830729089726}), (, {'error': 0.25438541025000827})]) -Toy 19/25 -Time taken: 1 h, 52 min -Projected time left: 35 min, 36 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1405 (1405 total) | -| EDM = 0.00013 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297150.2592919054 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.52 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.70 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.72 | 0.22 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 7 | p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.91 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -1.91 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.660 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.882 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 16.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 19| p4415_p | 4.07 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.24 | 0.24 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.30 | 0.36 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | -2.31 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.148 -0.021 0.065 0.000 -0.162 -0.192 -0.090 -0.159 -0.011 -0.103 -0.143 0.058 -0.059 -0.025 -0.003 0.099 0.012 -0.101 -0.188 -0.037 -0.030 0.264 -0.036 | -| p3770_p | 0.148 1.000 -0.257 -0.194 0.001 0.410 -0.127 -0.065 -0.173 0.190 0.084 0.019 0.042 -0.009 -0.000 -0.061 0.006 0.045 0.032 0.020 -0.013 -0.006 0.085 0.137 | -| Ctt | -0.021 -0.257 1.000 -0.138 -0.001 -0.328 0.076 0.257 0.365 -0.375 0.200 0.193 -0.011 0.018 -0.042 0.200 -0.006 0.000 0.036 0.009 0.113 0.014 -0.679 -0.257 | -| p3770_s | 0.065 -0.194 -0.138 1.000 0.000 0.019 -0.037 0.012 0.098 -0.031 -0.046 -0.440 0.036 -0.003 -0.018 0.024 0.010 0.036 -0.015 -0.019 0.025 -0.000 0.051 -0.060 | -| phi_p | 0.000 0.001 -0.001 0.000 1.000 -0.002 -0.003 -0.001 -0.001 0.001 0.009 0.001 -0.000 0.003 -0.356 -0.001 -0.005 -0.000 0.004 -0.000 -0.025 -0.005 0.004 0.001 | -| Dbar_p | -0.162 0.410 -0.328 0.019 -0.002 1.000 -0.082 -0.079 -0.087 0.072 0.324 0.046 -0.008 -0.022 -0.025 0.041 0.048 0.029 -0.051 -0.055 0.012 -0.008 0.068 -0.036 | -| bplus_1 | -0.192 -0.127 0.076 -0.037 -0.003 -0.082 1.000 0.032 0.043 0.035 -0.052 0.032 -0.017 -0.194 -0.128 -0.068 0.303 -0.005 -0.918 0.117 -0.135 -0.091 -0.088 0.051 | -| p4160_s | -0.090 -0.065 0.257 0.012 -0.001 -0.079 0.032 1.000 0.026 -0.131 -0.019 -0.064 0.001 0.003 -0.035 0.323 0.017 -0.000 -0.032 -0.093 0.069 0.006 -0.177 0.322 | -| p4040_s | -0.159 -0.173 0.365 0.098 -0.001 -0.087 0.043 0.026 1.000 -0.524 0.005 0.022 -0.009 0.000 -0.027 0.191 0.016 -0.006 -0.036 -0.165 0.050 0.004 -0.139 -0.212 | -| p4160_p | -0.011 0.190 -0.375 -0.031 0.001 0.072 0.035 -0.131 -0.524 1.000 -0.031 -0.135 0.052 0.005 0.005 -0.104 -0.014 0.036 0.010 0.292 -0.004 0.001 0.011 0.163 | -| jpsi_p | -0.103 0.084 0.200 -0.046 0.009 0.324 -0.052 -0.019 0.005 -0.031 1.000 0.016 0.059 -0.023 0.018 0.001 -0.023 0.054 0.093 -0.000 -0.074 -0.023 -0.177 -0.089 | -| psi2s_p | -0.143 0.019 0.193 -0.440 0.001 0.046 0.032 -0.064 0.022 -0.135 0.016 1.000 0.024 -0.006 -0.008 0.038 0.006 0.034 -0.016 -0.071 0.004 -0.003 -0.048 -0.219 | -| DDstar_s | 0.058 0.042 -0.011 0.036 -0.000 -0.008 -0.017 0.001 -0.009 0.052 0.059 0.024 1.000 -0.003 -0.001 -0.004 0.005 -0.002 -0.003 0.021 -0.003 -0.001 0.020 0.032 | -| omega_s | -0.059 -0.009 0.018 -0.003 0.003 -0.022 -0.194 0.003 0.000 0.005 -0.023 -0.006 -0.003 1.000 0.102 -0.013 -0.371 0.000 0.226 0.013 0.276 0.746 -0.078 0.001 | -| phi_s | -0.025 -0.000 -0.042 -0.018 -0.356 -0.025 -0.128 -0.035 -0.027 0.005 0.018 -0.008 -0.001 0.102 1.000 -0.013 -0.066 -0.000 0.145 -0.022 0.093 0.065 0.075 -0.007 | -| p4415_s | -0.003 -0.061 0.200 0.024 -0.001 0.041 -0.068 0.323 0.191 -0.104 0.001 0.038 -0.004 -0.013 -0.013 1.000 0.026 -0.003 -0.027 -0.137 0.005 -0.005 0.078 0.002 | -| rho_s | 0.099 0.006 -0.006 0.010 -0.005 0.048 0.303 0.017 0.016 -0.014 -0.023 0.006 0.005 -0.371 -0.066 0.026 1.000 0.000 -0.368 -0.007 0.119 -0.097 0.043 -0.002 | -| Dbar_s | 0.012 0.045 0.000 0.036 -0.000 0.029 -0.005 -0.000 -0.006 0.036 0.054 0.034 -0.002 0.000 -0.000 -0.003 0.000 1.000 0.001 0.016 0.000 0.000 0.005 0.027 | -| bplus_0 | -0.101 0.032 0.036 -0.015 0.004 -0.051 -0.918 -0.032 -0.036 0.010 0.093 -0.016 -0.003 0.226 0.145 -0.027 -0.368 0.001 1.000 -0.016 0.144 0.105 -0.135 -0.020 | -| p4415_p | -0.188 0.020 0.009 -0.019 -0.000 -0.055 0.117 -0.093 -0.165 0.292 -0.000 -0.071 0.021 0.013 -0.022 -0.137 -0.007 0.016 -0.016 1.000 0.058 0.009 -0.237 0.148 | -| rho_p | -0.037 -0.013 0.113 0.025 -0.025 0.012 -0.135 0.069 0.050 -0.004 -0.074 0.004 -0.003 0.276 0.093 0.005 0.119 0.000 0.144 0.058 1.000 0.097 -0.287 0.010 | -| omega_p | -0.030 -0.006 0.014 -0.000 -0.005 -0.008 -0.091 0.006 0.004 0.001 -0.023 -0.003 -0.001 0.746 0.065 -0.005 -0.097 0.000 0.105 0.009 0.097 1.000 -0.053 0.001 | -| bplus_2 | 0.264 0.085 -0.679 0.051 0.004 0.068 -0.088 -0.177 -0.139 0.011 -0.177 -0.048 0.020 -0.078 0.075 0.078 0.043 0.005 -0.135 -0.237 -0.287 -0.053 1.000 0.003 | -| p4040_p | -0.036 0.137 -0.257 -0.060 0.001 -0.036 0.051 0.322 -0.212 0.163 -0.089 -0.219 0.032 0.001 -0.007 0.002 -0.002 0.027 -0.020 0.148 0.010 0.001 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35757664834329717}), (, {'error': 0.09307069640942345}), (, {'error': 0.21137237606117032}), (, {'error': 0.22250791710736761}), (, {'error': 0.23283736168636882}), (, {'error': 0.3470096746652329}), (, {'error': 0.06213406331505955}), (, {'error': 0.17161331007621516}), (, {'error': 0.17611152483298304}), (, {'error': 0.10192340935946209}), (, {'error': 0.02521088600612842}), (, {'error': 0.030877277021282623}), (, {'error': 0.030890392791840637}), (, {'error': 1.543717618044703}), (, {'error': 0.9095875202009065}), (, {'error': 0.19444028646851008}), (, {'error': 0.337383181092617}), (, {'error': 0.022989213919242496}), (, {'error': 0.032829588818269584}), (, {'error': 0.1722619533731704}), (, {'error': 0.24411393230342515}), (, {'error': 0.3560113662285218}), (, {'error': 0.08781275450631743}), (, {'error': 0.20190067206264906})]) -Toy 20/25 -Time taken: 1 h, 59 min -Projected time left: 29 min, 55 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1421 (1421 total) | -| EDM = 3.88E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297091.90770109755 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.58 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.51 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.71 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -1.04 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 2.44 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.89 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.617 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.905 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.9 | 1.6 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 17.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.472 | 0.021 | | | -2 | 2 | | -| 19| p4415_p | 4.40 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 0.023E-1 | 2.207E-1 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.24 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | -2.27 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.299 -0.118 0.177 -0.001 -0.086 0.376 -0.073 -0.150 0.245 0.200 0.004 0.031 0.000 0.011 -0.070 0.048 0.003 0.018 0.001 -0.030 0.014 -0.273 0.130 | -| p3770_p | 0.299 1.000 -0.258 -0.192 0.000 0.404 0.150 -0.074 -0.175 0.270 0.137 0.045 0.024 -0.003 0.002 -0.077 0.022 0.030 0.041 0.077 -0.024 0.006 -0.127 0.185 | -| Ctt | -0.118 -0.258 1.000 -0.178 0.001 -0.294 -0.172 0.257 0.348 -0.430 0.186 0.156 -0.001 -0.018 -0.042 0.226 0.030 0.009 -0.006 -0.093 0.098 -0.014 0.694 -0.332 | -| p3770_s | 0.177 -0.192 -0.178 1.000 0.001 0.035 0.086 0.004 0.076 0.011 0.001 -0.400 0.023 -0.009 -0.016 0.004 0.024 0.025 0.051 -0.019 0.016 -0.002 -0.103 -0.052 | -| phi_p | -0.001 0.000 0.001 0.001 1.000 -0.001 0.000 0.000 0.000 0.001 0.007 0.001 -0.000 0.011 -0.290 0.000 -0.002 -0.000 -0.002 0.001 -0.011 0.001 0.001 0.001 | -| Dbar_p | -0.086 0.404 -0.294 0.035 -0.001 1.000 0.179 -0.075 -0.106 0.094 0.298 0.031 0.002 -0.004 -0.008 -0.008 0.037 0.018 0.031 -0.050 0.010 0.006 -0.081 -0.002 | -| bplus_1 | 0.376 0.150 -0.172 0.086 0.000 0.179 1.000 -0.002 -0.007 0.030 0.098 0.050 -0.003 0.010 0.025 0.076 -0.114 -0.004 -0.829 -0.107 0.063 -0.031 -0.294 0.011 | -| p4160_s | -0.073 -0.074 0.257 0.004 0.000 -0.075 -0.002 1.000 0.076 -0.158 -0.045 -0.091 0.009 -0.014 -0.031 0.290 0.033 0.004 0.040 -0.230 0.062 -0.007 0.152 0.284 | -| p4040_s | -0.150 -0.175 0.348 0.076 0.000 -0.106 -0.007 0.076 1.000 -0.564 -0.049 -0.036 0.006 -0.011 -0.024 0.147 0.022 0.001 0.020 -0.250 0.049 -0.006 0.123 -0.248 | -| p4160_p | 0.245 0.270 -0.430 0.011 0.001 0.094 0.030 -0.158 -0.564 1.000 0.012 -0.136 0.042 -0.003 -0.000 -0.035 0.002 0.028 0.017 0.291 -0.013 -0.001 -0.096 0.284 | -| jpsi_p | 0.200 0.137 0.186 0.001 0.007 0.298 0.098 -0.045 -0.049 0.012 1.000 -0.012 0.053 -0.013 0.020 -0.029 -0.019 0.042 -0.050 -0.011 -0.097 -0.008 0.092 -0.065 | -| psi2s_p | 0.004 0.045 0.156 -0.400 0.001 0.031 0.050 -0.091 -0.036 -0.136 -0.012 1.000 0.027 -0.006 -0.002 -0.005 0.005 0.027 -0.005 -0.106 -0.005 -0.003 -0.021 -0.220 | -| DDstar_s | 0.031 0.024 -0.001 0.023 -0.000 0.002 -0.003 0.009 0.006 0.042 0.053 0.027 1.000 0.000 -0.000 0.001 0.000 -0.001 0.001 0.027 0.000 0.000 0.006 0.025 | -| omega_s | 0.000 -0.003 -0.018 -0.009 0.011 -0.004 0.010 -0.014 -0.011 -0.003 -0.013 -0.006 0.000 1.000 0.061 -0.006 0.033 0.000 -0.014 -0.010 0.060 0.785 -0.043 -0.005 | -| phi_s | 0.011 0.002 -0.042 -0.016 -0.290 -0.008 0.025 -0.031 -0.024 -0.000 0.020 -0.002 -0.000 0.061 1.000 -0.013 0.026 -0.000 -0.027 -0.021 0.077 0.040 -0.101 -0.005 | -| p4415_s | -0.070 -0.077 0.226 0.004 0.000 -0.008 0.076 0.290 0.147 -0.035 -0.029 -0.005 0.001 -0.006 -0.013 1.000 0.023 0.001 0.023 -0.138 0.024 -0.001 -0.003 0.011 | -| rho_s | 0.048 0.022 0.030 0.024 -0.002 0.037 -0.114 0.033 0.022 0.002 -0.019 0.005 0.000 0.033 0.026 0.023 1.000 0.000 0.190 0.008 0.318 0.336 0.065 0.002 | -| Dbar_s | 0.003 0.030 0.009 0.025 -0.000 0.018 -0.004 0.004 0.001 0.028 0.042 0.027 -0.001 0.000 -0.000 0.001 0.000 1.000 0.001 0.015 0.001 0.000 0.005 0.021 | -| bplus_0 | 0.018 0.041 -0.006 0.051 -0.002 0.031 -0.829 0.040 0.020 0.017 -0.050 -0.005 0.001 -0.014 -0.027 0.023 0.190 0.001 1.000 0.013 -0.073 0.048 -0.021 0.017 | -| p4415_p | 0.001 0.077 -0.093 -0.019 0.001 -0.050 -0.107 -0.230 -0.250 0.291 -0.011 -0.106 0.027 -0.010 -0.021 -0.138 0.008 0.015 0.013 1.000 0.042 -0.009 0.185 0.151 | -| rho_p | -0.030 -0.024 0.098 0.016 -0.011 0.010 0.063 0.062 0.049 -0.013 -0.097 -0.005 0.000 0.060 0.077 0.024 0.318 0.001 -0.073 0.042 1.000 -0.035 0.245 0.001 | -| omega_p | 0.014 0.006 -0.014 -0.002 0.001 0.006 -0.031 -0.007 -0.006 -0.001 -0.008 -0.003 0.000 0.785 0.040 -0.001 0.336 0.000 0.048 -0.009 -0.035 1.000 -0.036 -0.003 | -| bplus_2 | -0.273 -0.127 0.694 -0.103 0.001 -0.081 -0.294 0.152 0.123 -0.096 0.092 -0.021 0.006 -0.043 -0.101 -0.003 0.065 0.005 -0.021 0.185 0.245 -0.036 1.000 -0.074 | -| p4040_p | 0.130 0.185 -0.332 -0.052 0.001 -0.002 0.011 0.284 -0.248 0.284 -0.065 -0.220 0.025 -0.005 -0.005 0.011 0.002 0.021 0.017 0.151 0.001 -0.003 -0.074 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.32995644110957656}), (, {'error': 0.09354031090404646}), (, {'error': 0.2162358438653043}), (, {'error': 0.2253094085650349}), (, {'error': 0.19337286526674458}), (, {'error': 0.3070895153608806}), (, {'error': 0.0419489620153749}), (, {'error': 0.16530225446309021}), (, {'error': 0.17297198954181175}), (, {'error': 0.09715898844098092}), (, {'error': 0.027244712467362486}), (, {'error': 0.03147123475030433}), (, {'error': 0.019782878768116685}), (, {'error': 1.5509050533112925}), (, {'error': 0.827937597576037}), (, {'error': 0.19100611014048297}), (, {'error': 0.3414636296538377}), (, {'error': 0.01630294642905117}), (, {'error': 0.020563459949269003}), (, {'error': 0.18355610415406431}), (, {'error': 0.22072913400140592}), (, {'error': 0.36932868819337816}), (, {'error': 0.08791259632021164}), (, {'error': 0.21103536551082414})]) -Toy 21/25 -Time taken: 2 h, 6 min -Projected time left: 24 min, 8 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1413 (1413 total) | -| EDM = 4.99E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297176.785909494 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.99 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 3.33 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.24 | 0.22 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 7 | p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.13 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.08 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.668 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 17.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.48 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 18| bplus_0 | -0.428 | 0.030 | | | -2 | 2 | | -| 19| p4415_p | -2.20 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| rho_p | 5.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.15 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | 0.45 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | -2.22 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.131 -0.010 0.041 0.000 -0.233 -0.206 -0.110 -0.177 -0.045 -0.138 -0.147 0.052 -0.037 -0.013 -0.011 0.084 0.006 -0.064 -0.200 0.037 -0.008 0.270 -0.012 | -| p3770_p | 0.131 1.000 -0.219 -0.285 -0.007 0.281 -0.116 -0.093 -0.161 0.137 -0.030 -0.018 0.042 -0.002 0.001 -0.067 0.006 0.052 0.047 0.013 -0.015 -0.001 0.069 0.136 | -| Ctt | -0.010 -0.219 1.000 -0.137 0.007 -0.363 0.096 0.313 0.358 -0.320 0.277 0.223 -0.008 0.008 -0.037 0.202 -0.078 -0.007 0.030 0.015 0.096 -0.001 -0.665 -0.282 | -| p3770_s | 0.041 -0.285 -0.137 1.000 0.002 -0.116 -0.010 0.022 0.101 -0.009 -0.082 -0.425 0.034 0.001 -0.009 0.004 -0.011 0.030 -0.013 0.004 0.016 -0.000 0.070 -0.043 | -| phi_p | 0.000 -0.007 0.007 0.002 1.000 0.006 0.019 0.010 0.009 -0.003 -0.037 -0.002 0.001 0.000 0.648 0.003 -0.027 0.001 -0.027 0.006 0.138 0.013 -0.028 -0.002 | -| Dbar_p | -0.233 0.281 -0.363 -0.116 0.006 1.000 -0.088 -0.065 -0.106 -0.054 0.137 -0.090 -0.005 -0.017 -0.015 0.048 0.027 0.032 -0.044 -0.111 0.047 -0.003 0.080 -0.100 | -| bplus_1 | -0.206 -0.116 0.096 -0.010 0.019 -0.088 1.000 0.021 0.057 0.067 -0.019 0.056 -0.020 -0.158 -0.084 -0.081 0.327 -0.008 -0.919 0.140 0.131 -0.025 0.017 0.054 | -| p4160_s | -0.110 -0.093 0.313 0.022 0.010 -0.065 0.021 1.000 0.222 -0.213 0.018 -0.016 -0.003 -0.002 -0.025 0.320 -0.028 -0.003 -0.033 -0.171 0.072 -0.001 -0.150 0.232 | -| p4040_s | -0.177 -0.161 0.358 0.101 0.009 -0.106 0.057 0.222 1.000 -0.498 0.032 0.013 -0.008 -0.002 -0.021 0.205 -0.024 -0.007 -0.041 -0.147 0.061 -0.001 -0.149 -0.211 | -| p4160_p | -0.045 0.137 -0.320 -0.009 -0.003 -0.054 0.067 -0.213 -0.498 1.000 -0.079 -0.135 0.050 0.007 0.002 -0.073 -0.013 0.031 0.002 0.301 -0.015 0.001 -0.004 0.298 | -| jpsi_p | -0.138 -0.030 0.277 -0.082 -0.037 0.137 -0.019 0.018 0.032 -0.079 1.000 -0.006 0.060 -0.007 0.002 0.000 0.024 0.058 0.109 0.008 -0.087 -0.004 -0.226 -0.111 | -| psi2s_p | -0.147 -0.018 0.223 -0.425 -0.002 -0.090 0.056 -0.016 0.013 -0.135 -0.006 1.000 0.020 -0.002 -0.004 0.029 0.000 0.026 -0.014 -0.050 0.000 -0.001 -0.052 -0.193 | -| DDstar_s | 0.052 0.042 -0.008 0.034 0.001 -0.005 -0.020 -0.003 -0.008 0.050 0.060 0.020 1.000 -0.002 -0.000 -0.002 0.005 -0.002 -0.001 0.022 0.003 -0.000 0.017 0.034 | -| omega_s | -0.037 -0.002 0.008 0.001 0.000 -0.017 -0.158 -0.002 -0.002 0.007 -0.007 -0.002 -0.002 1.000 0.055 -0.009 -0.468 -0.000 0.182 0.008 -0.043 0.405 -0.074 0.003 | -| phi_s | -0.013 0.001 -0.037 -0.009 0.648 -0.015 -0.084 -0.025 -0.021 0.002 0.002 -0.004 -0.000 0.055 1.000 -0.009 -0.080 -0.001 0.092 -0.015 0.088 0.021 0.043 0.000 | -| p4415_s | -0.011 -0.067 0.202 0.004 0.003 0.048 -0.081 0.320 0.205 -0.073 0.000 0.029 -0.002 -0.009 -0.009 1.000 0.013 0.001 -0.016 -0.168 0.026 -0.002 0.074 -0.040 | -| rho_s | 0.084 0.006 -0.078 -0.011 -0.027 0.027 0.327 -0.028 -0.024 -0.013 0.024 0.000 0.005 -0.468 -0.080 0.013 1.000 0.000 -0.381 -0.043 0.041 0.009 0.269 -0.005 | -| Dbar_s | 0.006 0.052 -0.007 0.030 0.001 0.032 -0.008 -0.003 -0.007 0.031 0.058 0.026 -0.002 -0.000 -0.001 0.001 0.000 1.000 -0.000 0.012 0.003 0.000 0.003 0.024 | -| bplus_0 | -0.064 0.047 0.030 -0.013 -0.027 -0.044 -0.919 -0.033 -0.041 0.002 0.109 -0.014 -0.001 0.182 0.092 -0.016 -0.381 -0.000 1.000 -0.025 -0.173 0.029 -0.252 -0.015 | -| p4415_p | -0.200 0.013 0.015 0.004 0.006 -0.111 0.140 -0.171 -0.147 0.301 0.008 -0.050 0.022 0.008 -0.015 -0.168 -0.043 0.012 -0.025 1.000 0.041 0.001 -0.228 0.181 | -| rho_p | 0.037 -0.015 0.096 0.016 0.138 0.047 0.131 0.072 0.061 -0.015 -0.087 0.000 0.003 -0.043 0.088 0.026 0.041 0.003 -0.173 0.041 1.000 -0.142 -0.188 -0.008 | -| omega_p | -0.008 -0.001 -0.001 -0.000 0.013 -0.003 -0.025 -0.001 -0.001 0.001 -0.004 -0.001 -0.000 0.405 0.021 -0.002 0.009 0.000 0.029 0.001 -0.142 1.000 -0.009 0.000 | -| bplus_2 | 0.270 0.069 -0.665 0.070 -0.028 0.080 0.017 -0.150 -0.149 -0.004 -0.226 -0.052 0.017 -0.074 0.043 0.074 0.269 0.003 -0.252 -0.228 -0.188 -0.009 1.000 0.040 | -| p4040_p | -0.012 0.136 -0.282 -0.043 -0.002 -0.100 0.054 0.232 -0.211 0.298 -0.111 -0.193 0.034 0.003 0.000 -0.040 -0.005 0.024 -0.015 0.181 -0.008 0.000 0.040 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3410606976284889}), (, {'error': 0.09669673065555795}), (, {'error': 0.22058070109098338}), (, {'error': 0.22726769187902596}), (, {'error': 0.22396515238957493}), (, {'error': 0.3409169152945095}), (, {'error': 0.05803528433723759}), (, {'error': 0.1737517420534096}), (, {'error': 0.17201622019772927}), (, {'error': 0.09371850920957936}), (, {'error': 0.024245881562830363}), (, {'error': 0.031979498811807616}), (, {'error': 0.02877598233983808}), (, {'error': 1.0703638704237748}), (, {'error': 1.1596903627427437}), (, {'error': 0.19070956497580116}), (, {'error': 0.33028087283885244}), (, {'error': 0.021822231996842995}), (, {'error': 0.030277529461634645}), (, {'error': 0.1475757726338085}), (, {'error': 0.36337066167845666}), (, {'error': 0.2610713010825654}), (, {'error': 0.08747566352830471}), (, {'error': 0.16792083558572246})]) -Toy 22/25 -Time taken: 2 h, 13 min -Projected time left: 18 min, 12 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1247 (1247 total) | -| EDM = 0.000141 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297240.4568690201 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | -2.54 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.46 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.91 | 0.23 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -1.04 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 7 | p4160_s | 2.21 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.11 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.647 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.904 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 13| omega_s | 9.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 18.5 | 2.2 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.01 | 0.19 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.472 | 0.020 | | | -2 | 2 | | -| 19| p4415_p | -2.09 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.59 | 0.23 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.25 | 0.09 | | | -2 | 2 | | -| 23| p4040_p | 3.91 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.269 -0.109 0.200 0.010 -0.082 0.361 -0.070 -0.128 0.254 0.254 0.039 0.028 -0.000 0.012 -0.044 0.072 0.000 0.021 0.002 -0.016 0.033 -0.254 0.150 | -| p3770_p | 0.269 1.000 -0.239 -0.139 0.003 0.355 0.126 -0.079 -0.167 0.252 0.136 0.062 0.016 -0.001 0.004 -0.072 0.034 0.022 0.032 0.069 -0.017 0.016 -0.108 0.197 | -| Ctt | -0.109 -0.239 1.000 -0.222 -0.026 -0.283 -0.164 0.282 0.356 -0.386 0.192 0.168 -0.000 -0.009 -0.038 0.208 -0.004 0.009 -0.014 -0.041 0.115 -0.013 0.693 -0.299 | -| p3770_s | 0.200 -0.139 -0.222 1.000 -0.016 0.034 0.094 0.005 0.077 0.040 0.001 -0.440 0.023 -0.004 -0.020 0.002 0.024 0.025 0.047 -0.010 0.020 0.006 -0.126 -0.010 | -| phi_p | 0.010 0.003 -0.026 -0.016 1.000 -0.003 -0.013 -0.023 -0.018 -0.009 -0.020 -0.011 0.001 -0.010 0.941 -0.005 0.042 0.001 0.010 -0.023 -0.197 0.157 -0.084 -0.013 | -| Dbar_p | -0.082 0.355 -0.283 0.034 -0.003 1.000 0.183 -0.064 -0.088 0.064 0.290 0.041 0.003 -0.003 -0.006 0.017 0.044 0.016 0.031 -0.067 0.022 0.017 -0.075 -0.011 | -| bplus_1 | 0.361 0.126 -0.164 0.094 -0.013 0.183 1.000 0.019 0.012 0.025 0.108 0.062 -0.008 0.009 -0.002 0.108 -0.179 -0.004 -0.833 -0.097 0.029 -0.083 -0.275 0.021 | -| p4160_s | -0.070 -0.079 0.282 0.005 -0.023 -0.064 0.019 1.000 0.127 -0.212 -0.037 -0.068 0.008 -0.006 -0.031 0.307 0.016 0.003 0.035 -0.234 0.070 -0.002 0.130 0.266 | -| p4040_s | -0.128 -0.167 0.356 0.077 -0.018 -0.088 0.012 0.127 1.000 -0.563 -0.038 -0.021 0.006 -0.005 -0.025 0.176 0.009 0.000 0.018 -0.240 0.056 -0.003 0.110 -0.243 | -| p4160_p | 0.254 0.252 -0.386 0.040 -0.009 0.064 0.025 -0.212 -0.563 1.000 0.023 -0.135 0.039 -0.002 -0.010 -0.049 0.010 0.025 0.019 0.276 -0.001 0.002 -0.064 0.251 | -| jpsi_p | 0.254 0.136 0.192 0.001 -0.020 0.290 0.108 -0.037 -0.038 0.023 1.000 0.013 0.050 -0.007 -0.012 -0.021 0.032 0.038 -0.043 -0.012 -0.080 0.012 0.087 -0.053 | -| psi2s_p | 0.039 0.062 0.168 -0.440 -0.011 0.041 0.062 -0.068 -0.021 -0.135 0.013 1.000 0.027 -0.003 -0.011 0.016 0.013 0.025 -0.003 -0.108 0.001 0.002 -0.019 -0.219 | -| DDstar_s | 0.028 0.016 -0.000 0.023 0.001 0.003 -0.008 0.008 0.006 0.039 0.050 0.027 1.000 0.000 0.001 0.000 -0.001 -0.001 0.000 0.026 0.000 0.000 0.008 0.027 | -| omega_s | -0.000 -0.001 -0.009 -0.004 -0.010 -0.003 0.009 -0.006 -0.005 -0.002 -0.007 -0.003 0.000 1.000 0.004 -0.002 -0.044 0.000 -0.011 -0.006 0.005 0.495 -0.020 -0.003 | -| phi_s | 0.012 0.004 -0.038 -0.020 0.941 -0.006 -0.002 -0.031 -0.025 -0.010 -0.012 -0.011 0.001 0.004 1.000 -0.007 0.021 0.001 -0.003 -0.030 -0.172 0.144 -0.114 -0.015 | -| p4415_s | -0.044 -0.072 0.208 0.002 -0.005 0.017 0.108 0.307 0.176 -0.049 -0.021 0.016 0.000 -0.002 -0.007 1.000 0.022 -0.000 0.020 -0.158 0.017 0.007 -0.061 0.007 | -| rho_s | 0.072 0.034 -0.004 0.024 0.042 0.044 -0.179 0.016 0.009 0.010 0.032 0.013 -0.001 -0.044 0.021 0.022 1.000 -0.000 0.274 -0.006 0.116 0.492 -0.028 0.006 | -| Dbar_s | 0.000 0.022 0.009 0.025 0.001 0.016 -0.004 0.003 0.000 0.025 0.038 0.025 -0.001 0.000 0.001 -0.000 -0.000 1.000 0.001 0.014 0.001 0.000 0.005 0.021 | -| bplus_0 | 0.021 0.032 -0.014 0.047 0.010 0.031 -0.833 0.035 0.018 0.019 -0.043 -0.003 0.000 -0.011 -0.003 0.020 0.274 0.001 1.000 0.014 -0.020 0.122 -0.035 0.021 | -| p4415_p | 0.002 0.069 -0.041 -0.010 -0.023 -0.067 -0.097 -0.234 -0.240 0.276 -0.012 -0.108 0.026 -0.006 -0.030 -0.158 -0.006 0.014 0.014 1.000 0.057 -0.011 0.203 0.128 | -| rho_p | -0.016 -0.017 0.115 0.020 -0.197 0.022 0.029 0.070 0.056 -0.001 -0.080 0.001 0.000 0.005 -0.172 0.017 0.116 0.001 -0.020 0.057 1.000 -0.144 0.278 0.010 | -| omega_p | 0.033 0.016 -0.013 0.006 0.157 0.017 -0.083 -0.002 -0.003 0.002 0.012 0.002 0.000 0.495 0.144 0.007 0.492 0.000 0.122 -0.011 -0.144 1.000 -0.045 -0.001 | -| bplus_2 | -0.254 -0.108 0.693 -0.126 -0.084 -0.075 -0.275 0.130 0.110 -0.064 0.087 -0.019 0.008 -0.020 -0.114 -0.061 -0.028 0.005 -0.035 0.203 0.278 -0.045 1.000 -0.062 | -| p4040_p | 0.150 0.197 -0.299 -0.010 -0.013 -0.011 0.021 0.266 -0.243 0.251 -0.053 -0.219 0.027 -0.003 -0.015 0.007 0.006 0.021 0.021 0.128 0.010 -0.001 -0.062 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3291509296548214}), (, {'error': 0.11141013752781204}), (, {'error': 0.21076675252957627}), (, {'error': 0.23048463641600625}), (, {'error': 0.5547302100164591}), (, {'error': 0.3017488325916662}), (, {'error': 0.04102963308657159}), (, {'error': 0.1688382345164945}), (, {'error': 0.17310932604997742}), (, {'error': 0.10329057388665319}), (, {'error': 0.027625782869530546}), (, {'error': 0.03154379223124426}), (, {'error': 0.019871957583502936}), (, {'error': 0.8891683735891824}), (, {'error': 2.2291337386538483}), (, {'error': 0.1926532540271626}), (, {'error': 0.33293751414017303}), (, {'error': 0.0158414440741223}), (, {'error': 0.020039005980860836}), (, {'error': 0.20704748737737666}), (, {'error': 0.728572734016411}), (, {'error': 0.2301448774092929}), (, {'error': 0.08796401786976049}), (, {'error': 0.1859268077401266})]) -Toy 23/25 -Time taken: 2 h, 20 min -Projected time left: 12 min, 12 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1405 (1405 total) | -| EDM = 8.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297332.5963239498 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.22 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.11 | 0.13 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.33 | 0.21 | | |0.918861 | 4.08114 | | -| 4 | phi_p | 0.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.995 | 0.021 | | | -2 | 2 | | -| 7 | p4160_s | 2.34 | 0.19 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.36 | 0.20 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 3.97 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.615 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 13| omega_s | 4.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 18.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.26 | 0.17 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.85 | 0.29 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.30 | 0.32 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.507 | 0.010 | | | -2 | 2 | | -| 19| p4415_p | 3.95 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.16 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.21 | 0.06 | | | -2 | 2 | | -| 23| p4040_p | 3.58 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.756 -0.131 0.081 -0.001 0.161 0.622 -0.593 -0.648 -0.349 -0.102 -0.005 0.865 -0.045 -0.030 -0.118 0.136 0.927 0.601 -0.659 0.086 -0.020 0.091 -0.114 | -| p3770_p | 0.756 1.000 -0.147 0.086 0.009 0.251 0.656 -0.560 -0.609 -0.060 0.079 0.108 0.727 -0.051 -0.021 -0.177 0.146 0.877 0.632 -0.505 0.073 -0.022 0.073 0.124 | -| Ctt | -0.131 -0.147 1.000 -0.087 -0.001 -0.361 -0.115 0.196 0.209 -0.218 -0.244 0.128 -0.028 0.005 -0.003 0.196 -0.017 -0.140 -0.104 0.015 0.014 0.001 0.423 -0.193 | -| p3770_s | 0.081 0.086 -0.087 1.000 0.001 0.007 0.115 -0.053 0.002 0.149 0.289 -0.065 0.029 -0.002 -0.015 -0.024 0.017 0.183 0.117 0.011 0.033 0.001 -0.022 0.116 | -| phi_p | -0.001 0.009 -0.001 0.001 1.000 0.009 -0.006 -0.008 -0.006 0.007 -0.001 0.006 -0.001 -0.113 0.517 -0.001 0.069 0.006 -0.000 -0.003 -0.211 -0.035 -0.048 0.004 | -| Dbar_p | 0.161 0.251 -0.361 0.007 0.009 1.000 0.168 -0.080 -0.058 0.133 0.260 0.111 -0.101 -0.011 -0.005 0.015 0.038 0.213 0.161 -0.011 0.028 -0.003 0.111 0.075 | -| bplus_1 | 0.622 0.656 -0.115 0.115 -0.006 0.168 1.000 -0.480 -0.528 -0.232 -0.062 0.002 0.725 -0.036 -0.031 -0.070 0.128 0.737 0.378 -0.544 0.099 -0.016 -0.082 -0.041 | -| p4160_s | -0.593 -0.560 0.196 -0.053 -0.008 -0.080 -0.480 1.000 0.489 0.140 0.083 -0.018 -0.653 0.042 0.005 0.307 -0.113 -0.648 -0.456 0.404 -0.031 0.019 -0.004 0.232 | -| p4040_s | -0.648 -0.609 0.209 0.002 -0.006 -0.058 -0.528 0.489 1.000 0.030 0.133 0.022 -0.719 0.045 0.011 0.212 -0.122 -0.701 -0.504 0.455 -0.044 0.021 -0.041 -0.034 | -| p4160_p | -0.349 -0.060 -0.218 0.149 0.007 0.133 -0.232 0.140 0.030 1.000 0.445 0.189 -0.432 0.021 0.009 0.032 -0.054 -0.194 -0.221 0.476 -0.019 0.012 -0.006 0.401 | -| jpsi_p | -0.102 0.079 -0.244 0.289 -0.001 0.260 -0.062 0.083 0.133 0.445 1.000 0.341 -0.312 0.008 -0.018 -0.016 -0.023 0.023 -0.057 0.263 0.013 0.006 -0.088 0.347 | -| psi2s_p | -0.005 0.108 0.128 -0.065 0.006 0.111 0.002 -0.018 0.022 0.189 0.341 1.000 -0.130 0.002 0.001 0.004 -0.001 0.076 0.000 0.083 0.002 0.003 -0.033 0.103 | -| DDstar_s | 0.865 0.727 -0.028 0.029 -0.001 -0.101 0.725 -0.653 -0.719 -0.432 -0.312 -0.130 1.000 -0.058 -0.029 -0.182 0.164 0.874 0.698 -0.739 0.081 -0.027 0.057 -0.181 | -| omega_s | -0.045 -0.051 0.005 -0.002 -0.113 -0.011 -0.036 0.042 0.045 0.021 0.008 0.002 -0.058 1.000 -0.018 0.007 -0.419 -0.054 -0.064 0.047 0.208 0.575 0.044 0.008 | -| phi_s | -0.030 -0.021 -0.003 -0.015 0.517 -0.005 -0.031 0.005 0.011 0.009 -0.018 0.001 -0.029 -0.018 1.000 0.002 -0.025 -0.026 -0.033 0.011 -0.105 0.006 -0.099 -0.003 | -| p4415_s | -0.118 -0.177 0.196 -0.024 -0.001 0.015 -0.070 0.307 0.212 0.032 -0.016 0.004 -0.182 0.007 0.002 1.000 -0.020 -0.176 -0.068 0.047 -0.011 0.003 -0.086 0.007 | -| rho_s | 0.136 0.146 -0.017 0.017 0.069 0.038 0.128 -0.113 -0.122 -0.054 -0.023 -0.001 0.164 -0.419 -0.025 -0.020 1.000 0.163 0.195 -0.124 0.101 -0.080 -0.024 -0.014 | -| Dbar_s | 0.927 0.877 -0.140 0.183 0.006 0.213 0.737 -0.648 -0.701 -0.194 0.023 0.076 0.874 -0.054 -0.026 -0.176 0.163 1.000 0.706 -0.639 0.088 -0.024 0.065 0.025 | -| bplus_0 | 0.601 0.632 -0.104 0.117 -0.000 0.161 0.378 -0.456 -0.504 -0.221 -0.057 0.000 0.698 -0.064 -0.033 -0.068 0.195 0.706 1.000 -0.519 0.088 -0.027 -0.069 -0.035 | -| p4415_p | -0.659 -0.505 0.015 0.011 -0.003 -0.011 -0.544 0.404 0.455 0.476 0.263 0.083 -0.739 0.047 0.011 0.047 -0.124 -0.639 -0.519 1.000 -0.040 0.022 0.026 0.241 | -| rho_p | 0.086 0.073 0.014 0.033 -0.211 0.028 0.099 -0.031 -0.044 -0.019 0.013 0.002 0.081 0.208 -0.105 -0.011 0.101 0.088 0.088 -0.040 1.000 -0.043 0.231 0.008 | -| omega_p | -0.020 -0.022 0.001 0.001 -0.035 -0.003 -0.016 0.019 0.021 0.012 0.006 0.003 -0.027 0.575 0.006 0.003 -0.080 -0.024 -0.027 0.022 -0.043 1.000 0.018 0.005 | -| bplus_2 | 0.091 0.073 0.423 -0.022 -0.048 0.111 -0.082 -0.004 -0.041 -0.006 -0.088 -0.033 0.057 0.044 -0.099 -0.086 -0.024 0.065 -0.069 0.026 0.231 0.018 1.000 -0.002 | -| p4040_p | -0.114 0.124 -0.193 0.116 0.004 0.075 -0.041 0.232 -0.034 0.401 0.347 0.103 -0.181 0.008 -0.003 0.007 -0.014 0.025 -0.035 0.241 0.008 0.005 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.680379669945073}), (, {'error': 0.22657151673800335}), (, {'error': 0.13261746180247935}), (, {'error': 0.2141008926261736}), (, {'error': 0.16059932827595302}), (, {'error': 0.3440130294788699}), (, {'error': 0.02144916889435089}), (, {'error': 0.1880990021501403}), (, {'error': 0.20342375388721767}), (, {'error': 0.10547723605675774}), (, {'error': 0.03096302929703132}), (, {'error': 0.03181755423873156}), (, {'error': 0.4798971415854254}), (, {'error': 1.133701432168166}), (, {'error': 0.8602859179291045}), (, {'error': 0.1677114333030324}), (, {'error': 0.2917529405841398}), (, {'error': 0.3237356307481509}), (, {'error': 0.010283062698567713}), (, {'error': 0.22347958206977125}), (, {'error': 0.3815182495454681}), (, {'error': 0.3103537136535488}), (, {'error': 0.05694500321922491}), (, {'error': 0.13831898997822378})]) -Toy 24/25 -Time taken: 2 h, 27 min -Projected time left: 6 min, 9 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1307 (1307 total) | -| EDM = 0.000152 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297459.5016113732 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 1 | p3770_p | 3.04 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.17 | 0.23 | | | -1.5 | 1.5 | | -| 3 | p3770_s | 2.1 | 0.3 | | |0.918861 | 4.08114 | | -| 4 | phi_p | -0.15 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | Dbar_p | -3.7 | 0.9 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -1.002 | 0.018 | | | -2 | 2 | | -| 7 | p4160_s | 2.09 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.28 | 0.19 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.48 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.4 | 1.4 | | | 4.19232 | 9.40768 | | -| 14| phi_s | 16.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| p4415_s | 1.25 | 0.18 | | |0.126447 | 2.35355 | | -| 16| rho_s | 0.82 | 0.27 | | |0.0253049| 2.0747 | | -| 17| Dbar_s | -0.24 | 0.42 | | | -0.3 | 0.3 | | -| 18| bplus_0 | 0.505 | 0.009 | | | -2 | 2 | | -| 19| p4415_p | 3.94 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| bplus_2 | -0.06 | 0.07 | | | -2 | 2 | | -| 23| p4040_p | 3.14 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p p3770_p Ctt p3770_s phi_p Dbar_p bplus_1 p4160_s p4040_s p4160_p jpsi_p psi2s_p DDstar_s omega_s phi_s p4415_s rho_s Dbar_s bplus_0 p4415_p rho_p omega_p bplus_2 p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.642 0.730 0.597 0.012 0.776 0.175 -0.278 -0.544 0.496 0.411 0.501 0.122 0.001 0.021 -0.308 0.024 0.918 0.137 0.088 -0.034 0.003 -0.458 0.538 | -| p3770_p | 0.642 1.000 0.462 0.401 0.011 0.800 0.127 -0.195 -0.432 0.595 0.550 0.479 0.084 0.001 0.016 -0.249 0.018 0.664 0.106 0.241 -0.026 0.004 -0.324 0.591 | -| Ctt | 0.730 0.462 1.000 0.509 0.012 0.550 -0.013 -0.044 -0.266 0.338 0.309 0.563 0.096 0.012 0.013 -0.105 -0.011 0.790 -0.026 0.112 -0.007 0.010 -0.072 0.448 | -| p3770_s | 0.597 0.401 0.509 1.000 0.015 0.611 0.029 -0.125 -0.289 0.469 0.538 0.355 0.079 0.012 0.015 -0.192 -0.008 0.703 0.021 0.201 -0.020 0.010 -0.342 0.492 | -| phi_p | 0.012 0.011 0.012 0.015 1.000 0.017 0.009 0.001 -0.006 0.013 0.006 0.012 0.001 -0.000 0.741 -0.004 0.006 0.016 0.009 0.010 0.131 0.025 0.018 0.015 | -| Dbar_p | 0.776 0.800 0.550 0.611 0.017 1.000 0.223 -0.265 -0.512 0.670 0.673 0.598 0.061 0.001 0.022 -0.294 0.033 0.773 0.176 0.229 -0.022 0.006 -0.418 0.649 | -| bplus_1 | 0.175 0.127 -0.013 0.029 0.009 0.223 1.000 -0.010 -0.012 -0.034 0.035 0.025 0.061 0.012 0.002 0.078 -0.012 0.017 -0.389 -0.124 0.051 0.010 -0.217 0.000 | -| p4160_s | -0.278 -0.195 -0.044 -0.125 0.001 -0.265 -0.010 1.000 0.076 -0.223 -0.138 -0.161 -0.042 0.004 -0.014 0.304 -0.014 -0.217 0.009 -0.182 0.050 0.005 0.171 0.061 | -| p4040_s | -0.544 -0.432 -0.266 -0.289 -0.006 -0.512 -0.012 0.076 1.000 -0.592 -0.316 -0.298 -0.076 -0.004 -0.017 0.228 -0.004 -0.532 0.004 -0.255 0.042 -0.002 0.266 -0.466 | -| p4160_p | 0.496 0.595 0.338 0.469 0.013 0.670 -0.034 -0.223 -0.592 1.000 0.584 0.447 0.082 0.012 0.016 -0.169 -0.012 0.621 -0.033 0.407 -0.029 0.010 -0.266 0.538 | -| jpsi_p | 0.411 0.550 0.309 0.538 0.006 0.673 0.035 -0.138 -0.316 0.584 1.000 0.533 0.045 0.003 0.002 -0.208 -0.005 0.578 0.029 0.299 -0.019 0.004 -0.347 0.561 | -| psi2s_p | 0.501 0.479 0.563 0.355 0.012 0.598 0.025 -0.161 -0.298 0.447 0.533 1.000 0.059 0.007 0.017 -0.181 0.001 0.622 0.009 0.183 -0.031 0.006 -0.300 0.430 | -| DDstar_s | 0.122 0.084 0.096 0.079 0.001 0.061 0.061 -0.042 -0.076 0.082 0.045 0.059 1.000 -0.003 0.003 -0.052 0.011 0.118 0.049 0.022 -0.004 -0.001 -0.069 0.077 | -| omega_s | 0.001 0.001 0.012 0.012 -0.000 0.001 0.012 0.004 -0.004 0.012 0.003 0.007 -0.003 1.000 0.044 -0.007 -0.271 0.014 -0.035 0.016 0.073 0.794 0.033 0.013 | -| phi_s | 0.021 0.016 0.013 0.015 0.741 0.022 0.002 -0.014 -0.017 0.016 0.002 0.017 0.003 0.044 1.000 -0.011 -0.016 0.029 -0.006 0.002 0.135 0.049 -0.046 0.015 | -| p4415_s | -0.308 -0.249 -0.105 -0.192 -0.004 -0.294 0.078 0.304 0.228 -0.169 -0.208 -0.181 -0.052 -0.007 -0.011 1.000 0.010 -0.299 0.078 -0.138 0.029 -0.003 0.095 -0.154 | -| rho_s | 0.024 0.018 -0.011 -0.008 0.006 0.033 -0.012 -0.014 -0.004 -0.012 -0.005 0.001 0.011 -0.271 -0.016 0.010 1.000 -0.003 0.117 -0.031 0.109 0.034 -0.076 -0.011 | -| Dbar_s | 0.918 0.664 0.790 0.703 0.016 0.773 0.017 -0.217 -0.532 0.621 0.578 0.622 0.118 0.014 0.029 -0.299 -0.003 1.000 -0.006 0.231 -0.055 0.009 -0.477 0.672 | -| bplus_0 | 0.137 0.106 -0.026 0.021 0.009 0.176 -0.389 0.009 0.004 -0.033 0.029 0.009 0.049 -0.035 -0.006 0.078 0.117 -0.006 1.000 -0.102 0.069 -0.010 -0.130 -0.002 | -| p4415_p | 0.088 0.241 0.112 0.201 0.010 0.229 -0.124 -0.182 -0.255 0.407 0.299 0.183 0.022 0.016 0.002 -0.138 -0.031 0.231 -0.102 1.000 0.012 0.012 0.017 0.287 | -| rho_p | -0.034 -0.026 -0.007 -0.020 0.131 -0.022 0.051 0.050 0.042 -0.029 -0.019 -0.031 -0.004 0.073 0.135 0.029 0.109 -0.055 0.069 0.012 1.000 0.038 0.238 -0.019 | -| omega_p | 0.003 0.004 0.010 0.010 0.025 0.006 0.010 0.005 -0.002 0.010 0.004 0.006 -0.001 0.794 0.049 -0.003 0.034 0.009 -0.010 0.012 0.038 1.000 0.034 0.011 | -| bplus_2 | -0.458 -0.324 -0.072 -0.342 0.018 -0.418 -0.217 0.171 0.266 -0.266 -0.347 -0.300 -0.069 0.033 -0.046 0.095 -0.076 -0.477 -0.130 0.017 0.238 0.034 1.000 -0.297 | -| p4040_p | 0.538 0.591 0.448 0.492 0.015 0.649 0.000 0.061 -0.466 0.538 0.561 0.430 0.077 0.013 0.015 -0.154 -0.011 0.672 -0.002 0.287 -0.019 0.011 -0.297 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.9447781156415838}), (, {'error': 0.1895100330507038}), (, {'error': 0.2325863304321496}), (, {'error': 0.3178096268053522}), (, {'error': 0.26132174318368273}), (, {'error': 0.8722344569073648}), (, {'error': 0.018146373281710093}), (, {'error': 0.15613202442892982}), (, {'error': 0.18532125071744499}), (, {'error': 0.1335959810955587}), (, {'error': 0.03682671135226334}), (, {'error': 0.04102836010835187}), (, {'error': 0.08950621727394034}), (, {'error': 1.3887031351943064}), (, {'error': 1.1010951809242684}), (, {'error': 0.1773099231844356}), (, {'error': 0.272170545881591}), (, {'error': 0.41679048363291266}), (, {'error': 0.008992930209676064}), (, {'error': 0.1702351275912939}), (, {'error': 0.4216031056189844}), (, {'error': 0.32532836413551225}), (, {'error': 0.07453806462781687}), (, {'error': 0.18672401953797024})]) -Toy 25/25 -Time taken: 2 h, 34 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.3861404271090684 -Mean Ctt error = 0.20726817311505408 -95 Sensitivy = 0.000360864802926197 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247851.out b/finished fits/ff1data1/slurm-2247851.out deleted file mode 100644 index d060038..0000000 --- a/finished fits/ff1data1/slurm-2247851.out +++ /dev/null @@ -1,4924 +0,0 @@ -Simulation starting -2019-09-05 15:10:02.834738: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 15:10:03.163618: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 15:10:03.171400: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:10:03.239659: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:10:03.283776: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:10:03.371960: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:10:03.448920: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:10:03.486548: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:10:03.588943: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:10:03.595913: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:10:03.596391: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 15:10:03.624442: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 15:10:03.624750: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5612471c0500 executing computations on platform Host. Devices: -2019-09-05 15:10:03.624784: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 15:10:03.627962: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 15:10:03.628074: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:10:03.628105: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:10:03.628133: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:10:03.628160: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:10:03.628188: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:10:03.628215: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:10:03.628243: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:10:03.633981: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:10:03.634087: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:10:03.861572: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 15:10:03.861622: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 15:10:03.861638: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 15:10:03.871026: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:11:00.0, compute capability: 3.7) -2019-09-05 15:10:03.873871: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x56124771c900 executing computations on platform CUDA. Devices: -2019-09-05 15:10:03.873894: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 15:10:08.230315 140692207662848 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 15:10:08.297943 140692207662848 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 15:10:08.829482 140692207662848 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 15:10:39.101974: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 15:10:49.026656 140692207662848 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314684.7007361 Edm = 35.7178 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314684.7007361 Edm = 35.7178 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299260.0246376 Edm = 58.2906 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299260.0246376 Edm = 58.2906 NCalls = 23 -VariableMetric: After Hessian - FCN = 299260.0246376 Edm = 1.5497e+07 NCalls = 494 -VariableMetric: Iteration # 3 - FCN = 299260.0246376 Edm = 1.5497e+07 NCalls = 494 -VariableMetric: Iteration # 4 - FCN = 299260.0246376 Edm = 1.5497e+07 NCalls = 505 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328399.5385821 Edm = 35.2521 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328399.5385821 Edm = 35.2521 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313054.9366283 Edm = 166.692 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 312687.1445997 Edm = 12843.1 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 311908.6376066 Edm = 793.714 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 300336.6852404 Edm = 670.974 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298981.9321631 Edm = 857.987 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298702.4804291 Edm = 1.00147 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298662.8613647 Edm = 27.2356 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298629.9233331 Edm = 9.47134 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298622.9520468 Edm = 1.89465 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298601.4368125 Edm = 8.90931 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298577.3444633 Edm = 2.52814 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298495.0643505 Edm = 32.7976 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298491.000784 Edm = 79.6021 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 298418.7119799 Edm = 24.0384 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 298395.5312265 Edm = 14.4414 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 298387.9166091 Edm = 1.56233 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298385.0088041 Edm = 1.00238 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 298382.0440015 Edm = 0.44405 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 298380.9296134 Edm = 0.713499 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 298378.5841781 Edm = 1.61321 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 298366.5094199 Edm = 2.49892 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 298357.6527446 Edm = 65.9268 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 298331.0936103 Edm = 23.4368 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 298283.4714595 Edm = 24.7515 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 298252.7943726 Edm = 18.0328 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297968.8417712 Edm = 42.6554 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297958.9594416 Edm = 9.77766 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297953.0203226 Edm = 3.05473 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297903.1671055 Edm = 12.4311 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297900.4579661 Edm = 50.7593 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297865.0510808 Edm = 19.3119 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297823.4339967 Edm = 6.87216 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297816.3678613 Edm = 6.46669 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297815.4182348 Edm = 0.266571 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297803.8839937 Edm = 2.35287 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297803.5306263 Edm = 1.61234 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297801.1644073 Edm = 0.283401 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297800.9117612 Edm = 0.108616 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297800.1433417 Edm = 0.182008 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297798.9040401 Edm = 1.09657 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297788.8902877 Edm = 14.0445 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297787.6464257 Edm = 2.46823 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297774.4114158 Edm = 9.50049 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297621.0544362 Edm = 15.6874 NCalls = 176 -VariableMetric: Iteration # 45 - FCN = 297581.3816882 Edm = 12.7826 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297555.4866977 Edm = 29.8153 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297536.9567833 Edm = 8.4007 NCalls = 185 -VariableMetric: Iteration # 48 - FCN = 297529.1940218 Edm = 3.42925 NCalls = 187 -VariableMetric: Iteration # 49 - FCN = 297525.1906411 Edm = 1.7316 NCalls = 189 -VariableMetric: Iteration # 50 - FCN = 297524.1192957 Edm = 0.159476 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297523.8785372 Edm = 0.0704817 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297523.6157929 Edm = 0.196123 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297518.1488037 Edm = 3.80061 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297511.7385532 Edm = 0.802816 NCalls = 202 -VariableMetric: Iteration # 55 - FCN = 297511.1735576 Edm = 0.0445489 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297511.0839947 Edm = 0.0226461 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297510.7829499 Edm = 0.253961 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297483.5900129 Edm = 6.4153 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297471.4145692 Edm = 0.677839 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297470.451024 Edm = 0.673578 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297470.1358067 Edm = 0.332383 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297469.3857526 Edm = 0.089419 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297469.2521432 Edm = 0.0156608 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297469.2060867 Edm = 0.0336075 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297468.3794386 Edm = 1.16509 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297467.5112832 Edm = 0.870492 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297467.2533263 Edm = 0.176659 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297460.3544515 Edm = 9.81532 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297433.3691969 Edm = 18.5581 NCalls = 255 -VariableMetric: Iteration # 70 - FCN = 297399.571552 Edm = 18.239 NCalls = 257 -VariableMetric: Iteration # 71 - FCN = 297388.6539299 Edm = 1.06415 NCalls = 259 -VariableMetric: Iteration # 72 - FCN = 297387.305418 Edm = 0.21986 NCalls = 261 -VariableMetric: Iteration # 73 - FCN = 297386.9680937 Edm = 0.00676375 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297386.959217 Edm = 0.00102264 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297386.9523285 Edm = 0.00452595 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297386.9248129 Edm = 0.0171484 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297386.8363416 Edm = 0.0638778 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297385.5042928 Edm = 1.02945 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297382.0942224 Edm = 0.46693 NCalls = 279 -VariableMetric: Iteration # 80 - FCN = 297381.5851029 Edm = 0.0374655 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297381.5479758 Edm = 0.00199964 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297381.5449903 Edm = 0.00102115 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297381.5335927 Edm = 0.00941147 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297381.1494096 Edm = 0.318571 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297378.6333608 Edm = 0.176247 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297378.345322 Edm = 0.0322349 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297378.3129173 Edm = 0.00306184 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297378.309363 Edm = 0.000814064 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297378.3026897 Edm = 0.00521107 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297378.1527345 Edm = 0.153057 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297375.1551985 Edm = 2.27083 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297369.3009273 Edm = 1.0421 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297368.1745587 Edm = 0.119152 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297368.0729988 Edm = 0.00722692 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297368.0632822 Edm = 0.00098562 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297368.062081 Edm = 0.000484591 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297368.0594983 Edm = 0.00269727 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297367.9781829 Edm = 0.101624 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297367.9724163 Edm = 0.00529812 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297365.7538042 Edm = 1.66664 NCalls = 344 -VariableMetric: Iteration # 101 - FCN = 297362.5096266 Edm = 5.86412 NCalls = 347 -VariableMetric: Iteration # 102 - FCN = 297357.7909457 Edm = 2.37868 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297355.9580576 Edm = 0.404968 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297355.7094612 Edm = 0.100906 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297355.6252084 Edm = 0.0160406 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297355.6021769 Edm = 0.00220932 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297355.5997577 Edm = 0.000316711 NCalls = 360 -VariableMetric: Iteration # 108 - FCN = 297355.5981753 Edm = 0.00154361 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297355.5544634 Edm = 0.0330578 NCalls = 369 -VariableMetric: Iteration # 110 - FCN = 297354.2947332 Edm = 1.08144 NCalls = 373 -VariableMetric: Iteration # 111 - FCN = 297350.4091449 Edm = 0.53986 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297349.9889572 Edm = 0.178414 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297349.865078 Edm = 0.0396909 NCalls = 378 -VariableMetric: Iteration # 114 - FCN = 297349.8163424 Edm = 0.00439403 NCalls = 380 -VariableMetric: Iteration # 115 - FCN = 297349.8113935 Edm = 0.000361294 NCalls = 382 -VariableMetric: Iteration # 116 - FCN = 297349.8108326 Edm = 0.000167257 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297349.8096741 Edm = 0.00079143 NCalls = 387 -VariableMetric: Iteration # 118 - FCN = 297349.7829186 Edm = 0.0275281 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297349.4675143 Edm = 0.354821 NCalls = 397 -VariableMetric: Iteration # 120 - FCN = 297349.4648333 Edm = 0.00200446 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297349.4441498 Edm = 0.0272646 NCalls = 403 -VariableMetric: Iteration # 122 - FCN = 297349.2491688 Edm = 0.184038 NCalls = 409 -VariableMetric: Iteration # 123 - FCN = 297347.0906853 Edm = 1.93378 NCalls = 416 -VariableMetric: Iteration # 124 - FCN = 297346.1080346 Edm = 1.8294 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297343.2216633 Edm = 1.68014 NCalls = 425 -VariableMetric: Iteration # 126 - FCN = 297341.8564625 Edm = 3.90645 NCalls = 427 -VariableMetric: Iteration # 127 - FCN = 297339.1703133 Edm = 0.88287 NCalls = 430 -VariableMetric: Iteration # 128 - FCN = 297338.6155737 Edm = 0.358411 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297338.4118636 Edm = 0.0438261 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297338.3961289 Edm = 0.00434821 NCalls = 436 -VariableMetric: Iteration # 131 - FCN = 297338.3923913 Edm = 0.000153912 NCalls = 438 -VariableMetric: Iteration # 132 - FCN = 297338.3922412 Edm = 3.41266e-05 NCalls = 439 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301586.3221984 Edm = 8.70041 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301586.3221984 Edm = 8.70041 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301200.5745219 Edm = 0.302286 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301199.7480308 Edm = 0.492246 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 300335.8213804 Edm = 54.7001 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300335.8213804 Edm = 54.7001 NCalls = 27 -VariableMetric: After Hessian - FCN = 300335.8213804 Edm = 7.88321e+08 NCalls = 496 -VariableMetric: Iteration # 5 - FCN = 300335.8213804 Edm = 7.88321e+08 NCalls = 496 -VariableMetric: Iteration # 6 - FCN = 300335.8213804 Edm = 7.88321e+08 NCalls = 507 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329704.5391069 Edm = 196.759 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329704.5391069 Edm = 196.759 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306902.0900215 Edm = 10.5025 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304766.174928 Edm = 161.384 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 304744.0707042 Edm = 125.625 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 304713.1987771 Edm = 9.78746 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299500.0289797 Edm = 1946.64 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298373.5612967 Edm = 107.594 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298343.5042348 Edm = 7.21543 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298334.238016 Edm = 0.429435 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298325.5559193 Edm = 7.80457 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298043.0837347 Edm = 1.55201 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298041.0145553 Edm = 0.171582 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298040.7788925 Edm = 0.0507524 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298040.5297718 Edm = 0.264376 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297978.3048509 Edm = 13.7718 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297885.293555 Edm = 34.438 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297812.8422497 Edm = 25.4959 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297774.3216206 Edm = 10.5553 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297762.3296285 Edm = 0.54082 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297761.5661142 Edm = 0.0192929 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297761.5216608 Edm = 0.0359893 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297752.1448169 Edm = 11.3549 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297752.097362 Edm = 0.0233806 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297748.1448129 Edm = 3.73836 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297679.8692043 Edm = 2.2803 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297676.9667887 Edm = 0.298624 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297676.5795047 Edm = 0.03509 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297676.5264903 Edm = 0.0140639 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297676.1551905 Edm = 0.337164 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297639.998107 Edm = 16.5972 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297605.5723073 Edm = 1.87003 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297603.0829646 Edm = 1.42344 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297602.0978335 Edm = 0.232485 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297601.8412656 Edm = 0.0429101 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297601.7095054 Edm = 0.0266674 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297601.6691085 Edm = 0.00531505 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297601.6384501 Edm = 0.0333849 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297601.461075 Edm = 0.156569 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297592.9665979 Edm = 20.9132 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297592.541895 Edm = 0.235476 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297589.0964198 Edm = 3.42238 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297556.9170876 Edm = 9.69832 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297540.5649878 Edm = 4.35121 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297532.4421253 Edm = 2.88795 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297530.1935122 Edm = 0.478494 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297529.8284493 Edm = 0.108363 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297529.6983606 Edm = 0.0242693 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297529.6494184 Edm = 0.0159997 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297529.6104302 Edm = 0.0111778 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297529.5341704 Edm = 0.070658 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297525.2476383 Edm = 3.79599 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297499.5133521 Edm = 5.51216 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297494.1328909 Edm = 1.51881 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297491.9985648 Edm = 1.57553 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297491.1854423 Edm = 0.67022 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297490.389072 Edm = 0.131731 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297490.2757583 Edm = 0.0230032 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297490.2549588 Edm = 0.00323264 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297490.2476115 Edm = 0.00415955 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297489.9951751 Edm = 0.247934 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297487.2080937 Edm = 1.69618 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297484.0880459 Edm = 3.10016 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297481.0970383 Edm = 2.9033 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297476.0669166 Edm = 4.80124 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297471.7335982 Edm = 3.66126 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297469.0356673 Edm = 0.621847 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297468.6281813 Edm = 0.0846779 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297468.5617462 Edm = 0.00411288 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297468.5563822 Edm = 0.000790138 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297468.5549303 Edm = 0.000483147 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297468.5531848 Edm = 0.00130318 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297468.5062856 Edm = 0.0479268 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297468.481356 Edm = 0.0236609 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297463.5633858 Edm = 1.3187 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297462.5237373 Edm = 0.208843 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297462.2415845 Edm = 0.0241594 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297462.2098798 Edm = 0.00231782 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297462.2077789 Edm = 0.000136786 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297462.2075121 Edm = 0.000103121 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297462.2002104 Edm = 0.00676043 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297461.4334892 Edm = 0.714738 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297458.0377661 Edm = 1.43732 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297456.9782944 Edm = 0.449742 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297456.5549844 Edm = 0.112256 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297456.4507347 Edm = 0.0176593 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297456.4275093 Edm = 0.0029008 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297456.4247169 Edm = 0.000310995 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297456.4243019 Edm = 9.41149e-05 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297456.4232828 Edm = 0.000663338 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297456.4167169 Edm = 0.00444392 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297456.382437 Edm = 0.0276918 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297454.7628564 Edm = 0.948985 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297453.6607253 Edm = 0.0671212 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297453.5976906 Edm = 0.0098691 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297453.5928508 Edm = 0.0012799 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297453.5909269 Edm = 0.000329054 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297453.5904975 Edm = 0.000125406 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297453.5899829 Edm = 0.000333968 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297453.5846731 Edm = 0.00579148 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297453.3035429 Edm = 0.260602 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297451.6710494 Edm = 0.343868 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297451.2105966 Edm = 0.0802835 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297451.1320364 Edm = 0.0461125 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297451.0947476 Edm = 0.00542228 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297451.0877432 Edm = 0.000231556 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297451.0874888 Edm = 3.35626e-05 NCalls = 334 -VariableMetric: After Hessian - FCN = 297451.0874888 Edm = 1458.93 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297451.0874888 Edm = 1458.93 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297448.7418764 Edm = 1077.58 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297447.1801792 Edm = 3.30036 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297446.3085689 Edm = 2.8263 NCalls = 826 -VariableMetric: Iteration # 110 - FCN = 297443.4025046 Edm = 0.237864 NCalls = 828 -VariableMetric: Iteration # 111 - FCN = 297443.0473175 Edm = 0.0810753 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297442.9029602 Edm = 0.0239556 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297442.8439675 Edm = 0.0182644 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297442.7743711 Edm = 0.0142165 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297442.7127828 Edm = 0.0202251 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297442.6476565 Edm = 0.0183181 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297442.5758952 Edm = 0.032509 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297442.4936114 Edm = 0.0246497 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297442.4264885 Edm = 0.0131857 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297442.3896852 Edm = 0.0110938 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297442.3696344 Edm = 0.0059132 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297442.3622926 Edm = 0.00177758 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297442.35913 Edm = 0.000302372 NCalls = 854 -VariableMetric: Iteration # 124 - FCN = 297442.3584281 Edm = 0.000168133 NCalls = 856 -VariableMetric: Iteration # 125 - FCN = 297442.3580033 Edm = 5.4808e-05 NCalls = 858 -VariableMetric: After Hessian - FCN = 297442.3580033 Edm = 0.00425059 NCalls = 1343 -VariableMetric: Iteration # 126 - FCN = 297442.3580033 Edm = 0.00425059 NCalls = 1343 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324944.9015153 Edm = 522.703 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324944.9015153 Edm = 522.703 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307330.4692422 Edm = 27.0501 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300149.1269362 Edm = 219.895 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 300022.1523464 Edm = 1219.4 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 300000.783882 Edm = 1.50725 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299749.9195742 Edm = 296.976 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299127.2219361 Edm = 29.2356 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 299041.8184995 Edm = 21.2314 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 299021.1097033 Edm = 1.62903 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298995.0166342 Edm = 15.7613 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298656.0396899 Edm = 136.72 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 297891.6486045 Edm = 71.0754 NCalls = 62 -VariableMetric: Iteration # 12 - FCN = 297857.3764931 Edm = 68.3795 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 297768.9194733 Edm = 10.4277 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 297759.0392246 Edm = 2.03489 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297757.0376424 Edm = 0.221038 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297756.3057634 Edm = 0.855211 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297735.4464037 Edm = 14.9358 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297694.9661947 Edm = 0.84605 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297694.1612221 Edm = 0.0334559 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297694.0990368 Edm = 0.0331069 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297693.9501947 Edm = 0.106817 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297692.5433203 Edm = 1.31686 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297659.0803202 Edm = 24.8707 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297598.4237188 Edm = 29.6104 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297571.0649886 Edm = 2.65024 NCalls = 107 -VariableMetric: Iteration # 26 - FCN = 297569.2886781 Edm = 0.426039 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297568.6414312 Edm = 0.151169 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 297568.4362327 Edm = 0.0546323 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297568.3252184 Edm = 0.0809531 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297568.0630107 Edm = 0.371599 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297557.2827234 Edm = 17.9149 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297557.0948867 Edm = 0.0376254 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297556.9670212 Edm = 0.106052 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297553.4647971 Edm = 2.46464 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297535.3136058 Edm = 0.99372 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297534.5029363 Edm = 0.0867736 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297534.4111176 Edm = 0.0125134 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297534.3947903 Edm = 0.00539848 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297534.3708279 Edm = 0.0160622 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297534.2165499 Edm = 0.0901529 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297531.1891857 Edm = 2.16388 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297520.0807316 Edm = 6.44645 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297502.2958767 Edm = 1.35791 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297500.5443447 Edm = 0.246036 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297500.3142791 Edm = 0.0788133 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297500.2433555 Edm = 0.00433423 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297500.234684 Edm = 0.00505505 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297500.0489104 Edm = 0.144705 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297496.3546904 Edm = 1.91563 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297486.28466 Edm = 1.66294 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297485.5493576 Edm = 0.335099 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297485.3352684 Edm = 0.0321662 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297485.2850002 Edm = 0.00938095 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297485.2652344 Edm = 0.00466042 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297485.2481546 Edm = 0.0125599 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297484.635918 Edm = 0.492281 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297480.1174763 Edm = 0.791356 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297479.3493267 Edm = 0.297843 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297478.8888737 Edm = 0.183755 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297478.5044494 Edm = 0.340572 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297478.0623091 Edm = 0.512101 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297477.543746 Edm = 0.296046 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297477.263146 Edm = 0.980879 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297476.8864636 Edm = 0.214846 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297476.1961378 Edm = 0.291928 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297475.4502995 Edm = 0.129043 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297475.2687392 Edm = 0.0178476 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297475.2447122 Edm = 0.0105155 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297475.2409482 Edm = 0.00231615 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297475.229978 Edm = 0.00792967 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297474.3909142 Edm = 0.666961 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297469.0951838 Edm = 1.07104 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297468.4335498 Edm = 0.240832 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297468.1255766 Edm = 0.0381105 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297468.0946578 Edm = 0.00430835 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297468.0901215 Edm = 0.00176429 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297468.0827366 Edm = 0.00607966 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297467.9989703 Edm = 0.0693773 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297465.7222679 Edm = 2.13638 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297458.289585 Edm = 2.21278 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297456.531041 Edm = 0.662768 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297456.0257386 Edm = 0.167757 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297455.9735735 Edm = 0.0301005 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297455.919509 Edm = 0.017962 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297455.8809143 Edm = 0.00487694 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297455.8749348 Edm = 0.000988118 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297455.8726309 Edm = 0.00113626 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297455.8671892 Edm = 0.00545765 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297455.8108759 Edm = 0.0470124 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297455.169029 Edm = 0.415494 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297452.3302697 Edm = 0.859956 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297451.4111303 Edm = 0.230953 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297451.2314306 Edm = 0.0130122 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297451.2186045 Edm = 0.00187765 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297451.215592 Edm = 0.00153188 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297451.1815338 Edm = 0.031286 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297449.840672 Edm = 1.50452 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297448.8996879 Edm = 0.89604 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297424.5979566 Edm = 12.0784 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297422.515904 Edm = 2.50537 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297420.7638974 Edm = 0.362125 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297420.4298017 Edm = 0.0364401 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297420.3870581 Edm = 0.00637184 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297420.3763262 Edm = 0.00670277 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297420.3610042 Edm = 0.00618198 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297420.3331934 Edm = 0.0163 NCalls = 330 -VariableMetric: Iteration # 107 - FCN = 297420.3094162 Edm = 0.0185616 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297420.2849871 Edm = 0.00990842 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297420.227164 Edm = 0.0369488 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297419.7827354 Edm = 0.320816 NCalls = 341 -VariableMetric: Iteration # 111 - FCN = 297412.4250661 Edm = 2.18423 NCalls = 345 -VariableMetric: Iteration # 112 - FCN = 297411.0967014 Edm = 1.89206 NCalls = 347 -VariableMetric: Iteration # 113 - FCN = 297410.3613344 Edm = 0.151971 NCalls = 349 -VariableMetric: Iteration # 114 - FCN = 297410.2050148 Edm = 0.0151798 NCalls = 351 -VariableMetric: Iteration # 115 - FCN = 297410.1812615 Edm = 0.00813708 NCalls = 353 -VariableMetric: Iteration # 116 - FCN = 297410.1595859 Edm = 0.00578463 NCalls = 355 -VariableMetric: Iteration # 117 - FCN = 297410.1415231 Edm = 0.00661762 NCalls = 357 -VariableMetric: Iteration # 118 - FCN = 297410.1260026 Edm = 0.00165103 NCalls = 359 -VariableMetric: Iteration # 119 - FCN = 297410.1230789 Edm = 0.00063245 NCalls = 361 -VariableMetric: Iteration # 120 - FCN = 297410.1218482 Edm = 0.00118957 NCalls = 364 -VariableMetric: Iteration # 121 - FCN = 297410.1204079 Edm = 0.000351257 NCalls = 366 -VariableMetric: Iteration # 122 - FCN = 297410.1192366 Edm = 0.000661639 NCalls = 370 -VariableMetric: Iteration # 123 - FCN = 297410.1114094 Edm = 0.00580246 NCalls = 378 -VariableMetric: Iteration # 124 - FCN = 297410.1110389 Edm = 0.00194392 NCalls = 380 -VariableMetric: Iteration # 125 - FCN = 297410.1091638 Edm = 0.00156191 NCalls = 382 -VariableMetric: Iteration # 126 - FCN = 297410.1064759 Edm = 0.00405373 NCalls = 385 -VariableMetric: Iteration # 127 - FCN = 297410.1029924 Edm = 0.00629781 NCalls = 389 -VariableMetric: Iteration # 128 - FCN = 297410.039609 Edm = 0.0821535 NCalls = 400 -VariableMetric: Iteration # 129 - FCN = 297410.036129 Edm = 0.122695 NCalls = 402 -VariableMetric: Iteration # 130 - FCN = 297409.9214134 Edm = 0.0627969 NCalls = 404 -VariableMetric: Iteration # 131 - FCN = 297409.8091613 Edm = 0.144262 NCalls = 408 -VariableMetric: Iteration # 132 - FCN = 297409.6172269 Edm = 0.127313 NCalls = 410 -VariableMetric: Iteration # 133 - FCN = 297409.5460246 Edm = 0.0564707 NCalls = 412 -VariableMetric: Iteration # 134 - FCN = 297409.4858769 Edm = 0.0108557 NCalls = 414 -VariableMetric: Iteration # 135 - FCN = 297409.4537274 Edm = 0.0132771 NCalls = 416 -VariableMetric: Iteration # 136 - FCN = 297409.4209203 Edm = 0.00213042 NCalls = 418 -VariableMetric: Iteration # 137 - FCN = 297409.4183708 Edm = 0.000943485 NCalls = 420 -VariableMetric: Iteration # 138 - FCN = 297409.4166547 Edm = 0.00159182 NCalls = 422 -VariableMetric: Iteration # 139 - FCN = 297409.3912842 Edm = 0.0240625 NCalls = 427 -VariableMetric: Iteration # 140 - FCN = 297408.7626259 Edm = 0.595956 NCalls = 431 -VariableMetric: Iteration # 141 - FCN = 297405.3438553 Edm = 1.07952 NCalls = 435 -VariableMetric: Iteration # 142 - FCN = 297403.6926154 Edm = 0.24505 NCalls = 438 -VariableMetric: Iteration # 143 - FCN = 297403.5549196 Edm = 0.121484 NCalls = 440 -VariableMetric: Iteration # 144 - FCN = 297403.4680802 Edm = 0.0246611 NCalls = 442 -VariableMetric: Iteration # 145 - FCN = 297403.3878881 Edm = 0.12351 NCalls = 445 -VariableMetric: Iteration # 146 - FCN = 297402.2715011 Edm = 2.62862 NCalls = 453 -VariableMetric: Iteration # 147 - FCN = 297402.2677072 Edm = 0.0124546 NCalls = 455 -VariableMetric: Iteration # 148 - FCN = 297402.2504153 Edm = 0.0387454 NCalls = 457 -VariableMetric: Iteration # 149 - FCN = 297402.1758195 Edm = 0.0499073 NCalls = 460 -VariableMetric: Iteration # 150 - FCN = 297401.5402434 Edm = 0.360502 NCalls = 464 -VariableMetric: Iteration # 151 - FCN = 297400.7104465 Edm = 0.513365 NCalls = 467 -VariableMetric: Iteration # 152 - FCN = 297400.3728316 Edm = 0.132909 NCalls = 469 -VariableMetric: Iteration # 153 - FCN = 297400.149104 Edm = 0.118505 NCalls = 471 -VariableMetric: Iteration # 154 - FCN = 297399.8671054 Edm = 0.190983 NCalls = 473 -VariableMetric: Iteration # 155 - FCN = 297399.0449137 Edm = 0.754675 NCalls = 478 -VariableMetric: Iteration # 156 - FCN = 297398.8753478 Edm = 0.534031 NCalls = 481 -VariableMetric: Iteration # 157 - FCN = 297398.2695729 Edm = 0.954286 NCalls = 484 -VariableMetric: Iteration # 158 - FCN = 297396.7639901 Edm = 0.670185 NCalls = 488 -VariableMetric: Iteration # 159 - FCN = 297395.5831989 Edm = 0.10968 NCalls = 494 -VariableMetric: Iteration # 160 - FCN = 297395.4788572 Edm = 0.0469769 NCalls = 496 -VariableMetric: Iteration # 161 - FCN = 297395.4570722 Edm = 0.026339 NCalls = 498 -VariableMetric: Iteration # 162 - FCN = 297395.4268233 Edm = 0.0156508 NCalls = 500 -VariableMetric: Iteration # 163 - FCN = 297395.3880602 Edm = 0.0168663 NCalls = 502 -VariableMetric: Iteration # 164 - FCN = 297395.3472346 Edm = 0.0159453 NCalls = 505 -VariableMetric: Iteration # 165 - FCN = 297395.3311657 Edm = 0.0162435 NCalls = 506 -VariableMetric: Iteration # 166 - FCN = 297395.3222044 Edm = 0.00443058 NCalls = 508 -VariableMetric: Iteration # 167 - FCN = 297395.3171465 Edm = 0.00196271 NCalls = 510 -VariableMetric: Iteration # 168 - FCN = 297395.3137885 Edm = 0.00198585 NCalls = 512 -VariableMetric: Iteration # 169 - FCN = 297395.3006205 Edm = 0.0120105 NCalls = 515 -VariableMetric: Iteration # 170 - FCN = 297395.2550412 Edm = 0.0317245 NCalls = 518 -VariableMetric: Iteration # 171 - FCN = 297395.2237022 Edm = 0.0595224 NCalls = 521 -VariableMetric: Iteration # 172 - FCN = 297395.1197477 Edm = 0.121703 NCalls = 525 -VariableMetric: Iteration # 173 - FCN = 297394.7293958 Edm = 0.230369 NCalls = 531 -VariableMetric: Iteration # 174 - FCN = 297393.9029251 Edm = 1.25308 NCalls = 533 -VariableMetric: Iteration # 175 - FCN = 297393.1303394 Edm = 0.880152 NCalls = 536 -VariableMetric: Iteration # 176 - FCN = 297391.5868077 Edm = 1.83734 NCalls = 539 -VariableMetric: Iteration # 177 - FCN = 297387.8436733 Edm = 0.668341 NCalls = 544 -VariableMetric: Iteration # 178 - FCN = 297387.2646703 Edm = 0.906435 NCalls = 546 -VariableMetric: Iteration # 179 - FCN = 297386.4661411 Edm = 0.851571 NCalls = 549 -VariableMetric: Iteration # 180 - FCN = 297385.6756232 Edm = 0.904472 NCalls = 552 -VariableMetric: Iteration # 181 - FCN = 297383.1795072 Edm = 0.972353 NCalls = 555 -VariableMetric: Iteration # 182 - FCN = 297381.7125064 Edm = 0.695969 NCalls = 558 -VariableMetric: Iteration # 183 - FCN = 297381.3902406 Edm = 0.268104 NCalls = 560 -VariableMetric: Iteration # 184 - FCN = 297381.06075 Edm = 0.0366472 NCalls = 562 -VariableMetric: Iteration # 185 - FCN = 297381.0222981 Edm = 0.00214 NCalls = 564 -VariableMetric: Iteration # 186 - FCN = 297381.0187438 Edm = 0.00117748 NCalls = 566 -VariableMetric: Iteration # 187 - FCN = 297381.0148096 Edm = 0.00300062 NCalls = 569 -VariableMetric: Iteration # 188 - FCN = 297380.9882017 Edm = 0.0352618 NCalls = 573 -VariableMetric: Iteration # 189 - FCN = 297380.9734356 Edm = 0.0201682 NCalls = 577 -VariableMetric: Iteration # 190 - FCN = 297380.9267267 Edm = 0.0759496 NCalls = 583 -VariableMetric: Iteration # 191 - FCN = 297380.9239667 Edm = 0.0057804 NCalls = 586 -VariableMetric: Iteration # 192 - FCN = 297380.8932167 Edm = 0.0345011 NCalls = 590 -VariableMetric: Iteration # 193 - FCN = 297380.7140411 Edm = 0.0797755 NCalls = 597 -VariableMetric: Iteration # 194 - FCN = 297380.4821265 Edm = 0.124599 NCalls = 600 -VariableMetric: Iteration # 195 - FCN = 297380.3517322 Edm = 0.3918 NCalls = 601 -VariableMetric: Iteration # 196 - FCN = 297380.117788 Edm = 0.0572578 NCalls = 604 -VariableMetric: Iteration # 197 - FCN = 297380.0492083 Edm = 0.0382209 NCalls = 606 -VariableMetric: Iteration # 198 - FCN = 297380.0033654 Edm = 0.0170155 NCalls = 608 -VariableMetric: Iteration # 199 - FCN = 297379.9866815 Edm = 0.00517988 NCalls = 609 -VariableMetric: Iteration # 200 - FCN = 297379.9803309 Edm = 0.00215745 NCalls = 611 -VariableMetric: Iteration # 201 - FCN = 297379.9756923 Edm = 0.0010368 NCalls = 613 -VariableMetric: Iteration # 202 - FCN = 297379.9744276 Edm = 5.3918e-05 NCalls = 615 -VariableMetric: After Hessian - FCN = 297379.9744276 Edm = 1.92405 NCalls = 1100 -VariableMetric: Iteration # 203 - FCN = 297379.9744276 Edm = 1.92405 NCalls = 1100 -VariableMetric: Iteration # 204 - FCN = 297377.7429448 Edm = 1.10133 NCalls = 1102 -VariableMetric: Iteration # 205 - FCN = 297377.6150615 Edm = 0.24174 NCalls = 1104 -VariableMetric: Iteration # 206 - FCN = 297377.4308727 Edm = 0.155333 NCalls = 1106 -VariableMetric: Iteration # 207 - FCN = 297377.2268274 Edm = 0.517033 NCalls = 1109 -VariableMetric: Iteration # 208 - FCN = 297377.1703548 Edm = 0.11099 NCalls = 1111 -VariableMetric: Iteration # 209 - FCN = 297377.1309484 Edm = 0.100112 NCalls = 1113 -VariableMetric: Iteration # 210 - FCN = 297377.09577 Edm = 0.108376 NCalls = 1114 -VariableMetric: Iteration # 211 - FCN = 297377.0098879 Edm = 0.0201089 NCalls = 1116 -VariableMetric: Iteration # 212 - FCN = 297376.9645721 Edm = 0.0313488 NCalls = 1118 -VariableMetric: Iteration # 213 - FCN = 297376.934927 Edm = 0.0271377 NCalls = 1120 -VariableMetric: Iteration # 214 - FCN = 297376.907445 Edm = 0.0103569 NCalls = 1123 -VariableMetric: Iteration # 215 - FCN = 297376.8911583 Edm = 0.0089487 NCalls = 1126 -VariableMetric: Iteration # 216 - FCN = 297376.8788328 Edm = 0.0147982 NCalls = 1128 -VariableMetric: Iteration # 217 - FCN = 297376.861239 Edm = 0.0107981 NCalls = 1132 -VariableMetric: Iteration # 218 - FCN = 297376.8515718 Edm = 0.010426 NCalls = 1133 -VariableMetric: Iteration # 219 - FCN = 297376.8405297 Edm = 0.00570499 NCalls = 1136 -VariableMetric: Iteration # 220 - FCN = 297376.8318866 Edm = 0.00893715 NCalls = 1138 -VariableMetric: Iteration # 221 - FCN = 297376.8244358 Edm = 0.0107055 NCalls = 1141 -VariableMetric: Iteration # 222 - FCN = 297376.8197643 Edm = 0.00244346 NCalls = 1143 -VariableMetric: Iteration # 223 - FCN = 297376.8158382 Edm = 0.000978682 NCalls = 1146 -VariableMetric: Iteration # 224 - FCN = 297376.8138852 Edm = 0.00104974 NCalls = 1148 -VariableMetric: Iteration # 225 - FCN = 297376.8112566 Edm = 0.00196056 NCalls = 1150 -VariableMetric: Iteration # 226 - FCN = 297376.8075873 Edm = 0.00379716 NCalls = 1153 -VariableMetric: Iteration # 227 - FCN = 297376.804541 Edm = 0.00169618 NCalls = 1156 -VariableMetric: Iteration # 228 - FCN = 297376.8023117 Edm = 0.00124853 NCalls = 1158 -VariableMetric: Iteration # 229 - FCN = 297376.8012808 Edm = 0.000474519 NCalls = 1160 -VariableMetric: Iteration # 230 - FCN = 297376.800689 Edm = 0.000253242 NCalls = 1162 -VariableMetric: Iteration # 231 - FCN = 297376.8004116 Edm = 0.000185576 NCalls = 1164 -VariableMetric: Iteration # 232 - FCN = 297376.8000136 Edm = 0.000165514 NCalls = 1166 -VariableMetric: Iteration # 233 - FCN = 297376.7995915 Edm = 8.06885e-05 NCalls = 1169 -VariableMetric: Iteration # 234 - FCN = 297376.7994898 Edm = 4.63037e-05 NCalls = 1171 -VariableMetric: After Hessian - FCN = 297376.7994898 Edm = 0.000789378 NCalls = 1660 -VariableMetric: Iteration # 235 - FCN = 297376.7994898 Edm = 0.000789378 NCalls = 1660 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302782.496783 Edm = 21.4517 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302782.496783 Edm = 21.4517 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299069.0145059 Edm = 1.21207 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299061.4930012 Edm = 1.70351 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299032.2271697 Edm = 33.2147 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298907.6495846 Edm = 87.1971 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298471.7167171 Edm = 4.22317 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298461.1316102 Edm = 0.40343 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298460.2748529 Edm = 0.403464 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298380.7608618 Edm = 44.9526 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298249.8162414 Edm = 3.48892 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298245.7974115 Edm = 0.864666 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298244.8644311 Edm = 0.307453 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 298099.6891761 Edm = 117.051 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297938.0967433 Edm = 58.5072 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297890.0892374 Edm = 5.50806 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297884.7089072 Edm = 0.953801 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297883.882671 Edm = 0.258588 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297883.3897322 Edm = 0.0710473 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297880.8834219 Edm = 2.23819 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297466.8778857 Edm = 24.3812 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297435.5152022 Edm = 8.31517 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297422.9911998 Edm = 2.35727 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297420.6558107 Edm = 0.0780928 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297420.5803122 Edm = 0.00539412 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297420.5134679 Edm = 0.0553793 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297419.1309373 Edm = 1.41906 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297417.4983283 Edm = 1.46766 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297360.3343406 Edm = 25.1064 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297326.686918 Edm = 17.4521 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297294.3028375 Edm = 4.85005 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297286.9230601 Edm = 3.15976 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297284.8216939 Edm = 0.612876 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297284.1423792 Edm = 0.120138 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297283.9630012 Edm = 0.0111848 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297283.9290156 Edm = 0.023254 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297283.5421208 Edm = 0.35362 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297271.373449 Edm = 9.26651 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297245.5337813 Edm = 4.57653 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297242.1792244 Edm = 0.787549 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297241.2636845 Edm = 0.115533 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297241.0622069 Edm = 0.0156205 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297241.0425766 Edm = 0.00158053 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297241.0373857 Edm = 0.0041345 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297240.7663918 Edm = 0.287938 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297240.7594431 Edm = 0.0058812 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297239.9668046 Edm = 0.88339 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297239.9624537 Edm = 0.00260991 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297239.6326348 Edm = 0.361674 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297239.5291419 Edm = 0.101894 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297229.3848058 Edm = 6.99233 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297222.0885174 Edm = 31.1074 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297215.8188676 Edm = 0.996668 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297215.0767411 Edm = 0.283582 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297214.9413985 Edm = 0.0109486 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297214.9313681 Edm = 0.00289158 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297214.9282277 Edm = 0.0011817 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297214.9239648 Edm = 0.00343891 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297214.5208162 Edm = 0.422309 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297209.0527808 Edm = 0.420802 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297204.9420285 Edm = 1.20696 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297203.8699196 Edm = 0.220768 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297203.5425343 Edm = 0.0554658 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297203.4654292 Edm = 0.0100732 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297203.4486881 Edm = 0.0052297 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297203.433176 Edm = 0.00259107 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297203.4295662 Edm = 0.000361859 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297203.4283555 Edm = 0.000942846 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297203.3933964 Edm = 0.0417947 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297203.3865356 Edm = 0.00628513 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297200.5925358 Edm = 7.07496 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297200.4950081 Edm = 0.0109816 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297200.4718889 Edm = 0.0162886 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297200.1476945 Edm = 0.312191 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297197.2269586 Edm = 1.2808 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297196.3427483 Edm = 0.277866 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297196.0698116 Edm = 0.0120854 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297196.0562744 Edm = 0.00112617 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297196.0547167 Edm = 0.000391279 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297196.0532541 Edm = 0.000759708 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297196.0510374 Edm = 0.00077386 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297196.0392282 Edm = 0.00900498 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297195.4780965 Edm = 0.352649 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297192.6469729 Edm = 1.37232 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297191.6314278 Edm = 0.845583 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297190.4525209 Edm = 0.608065 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297188.9577211 Edm = 0.357069 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297188.7367399 Edm = 0.385539 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297188.449983 Edm = 0.0331965 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297188.4258167 Edm = 0.00491003 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297188.4211602 Edm = 0.00104486 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297188.4188285 Edm = 0.00196969 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297188.4082313 Edm = 0.0052241 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297188.3979072 Edm = 0.00381199 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297188.3599913 Edm = 0.0317086 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297187.7668602 Edm = 0.385338 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297184.3708607 Edm = 4.83408 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297181.2500092 Edm = 1.85731 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297179.9989098 Edm = 1.75286 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297178.6222626 Edm = 0.817534 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297177.6723203 Edm = 0.0794115 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297177.5929238 Edm = 0.0101029 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297177.5772126 Edm = 0.00194298 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297177.5752536 Edm = 0.000469775 NCalls = 312 -VariableMetric: Iteration # 103 - FCN = 297177.5747146 Edm = 0.000220946 NCalls = 314 -VariableMetric: Iteration # 104 - FCN = 297177.5719957 Edm = 0.00248193 NCalls = 318 -VariableMetric: Iteration # 105 - FCN = 297177.4986424 Edm = 0.0665085 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297176.761826 Edm = 0.456504 NCalls = 325 -VariableMetric: Iteration # 107 - FCN = 297174.9116072 Edm = 0.398721 NCalls = 327 -VariableMetric: Iteration # 108 - FCN = 297174.3459189 Edm = 0.0285265 NCalls = 329 -VariableMetric: Iteration # 109 - FCN = 297174.3221975 Edm = 0.000826073 NCalls = 331 -VariableMetric: Iteration # 110 - FCN = 297174.3215671 Edm = 0.000312333 NCalls = 333 -VariableMetric: Iteration # 111 - FCN = 297174.3213688 Edm = 2.72223e-05 NCalls = 335 -VariableMetric: After Hessian - FCN = 297174.3213688 Edm = 3.55731 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297174.3213688 Edm = 3.55731 NCalls = 810 -VariableMetric: Iteration # 113 - FCN = 297173.993727 Edm = 2.51987 NCalls = 812 -VariableMetric: Iteration # 114 - FCN = 297173.227385 Edm = 1.27051 NCalls = 814 -VariableMetric: Iteration # 115 - FCN = 297172.0700038 Edm = 0.80168 NCalls = 816 -VariableMetric: Iteration # 116 - FCN = 297171.9508986 Edm = 0.138675 NCalls = 818 -VariableMetric: Iteration # 117 - FCN = 297171.8007193 Edm = 0.0502972 NCalls = 821 -VariableMetric: Iteration # 118 - FCN = 297171.759287 Edm = 0.0303009 NCalls = 822 -VariableMetric: Iteration # 119 - FCN = 297171.7335453 Edm = 0.0135035 NCalls = 825 -VariableMetric: Iteration # 120 - FCN = 297171.7203021 Edm = 0.00643549 NCalls = 828 -VariableMetric: Iteration # 121 - FCN = 297171.7082865 Edm = 0.0104429 NCalls = 831 -VariableMetric: Iteration # 122 - FCN = 297171.6988076 Edm = 0.00705359 NCalls = 834 -VariableMetric: Iteration # 123 - FCN = 297171.6901383 Edm = 0.00346619 NCalls = 837 -VariableMetric: Iteration # 124 - FCN = 297171.6824932 Edm = 0.0039308 NCalls = 839 -VariableMetric: Iteration # 125 - FCN = 297171.6722306 Edm = 0.00660588 NCalls = 841 -VariableMetric: Iteration # 126 - FCN = 297171.6657562 Edm = 0.00187983 NCalls = 844 -VariableMetric: Iteration # 127 - FCN = 297171.6611949 Edm = 0.00154993 NCalls = 846 -VariableMetric: Iteration # 128 - FCN = 297171.6581661 Edm = 0.00134742 NCalls = 848 -VariableMetric: Iteration # 129 - FCN = 297171.6552851 Edm = 0.000678537 NCalls = 850 -VariableMetric: Iteration # 130 - FCN = 297171.6541439 Edm = 0.000275321 NCalls = 852 -VariableMetric: Iteration # 131 - FCN = 297171.6534533 Edm = 0.000466723 NCalls = 854 -VariableMetric: Iteration # 132 - FCN = 297171.6526354 Edm = 0.00167508 NCalls = 856 -VariableMetric: Iteration # 133 - FCN = 297171.6512736 Edm = 0.0012087 NCalls = 859 -VariableMetric: Iteration # 134 - FCN = 297171.6449513 Edm = 0.00234822 NCalls = 863 -VariableMetric: Iteration # 135 - FCN = 297171.6393885 Edm = 0.00301746 NCalls = 866 -VariableMetric: Iteration # 136 - FCN = 297171.6374567 Edm = 0.00359373 NCalls = 869 -VariableMetric: Iteration # 137 - FCN = 297171.6351469 Edm = 0.00145603 NCalls = 871 -VariableMetric: Iteration # 138 - FCN = 297171.6332303 Edm = 0.000674816 NCalls = 874 -VariableMetric: Iteration # 139 - FCN = 297171.631622 Edm = 0.000767006 NCalls = 876 -VariableMetric: Iteration # 140 - FCN = 297171.6295452 Edm = 0.00146775 NCalls = 879 -VariableMetric: Iteration # 141 - FCN = 297171.6287785 Edm = 0.000941155 NCalls = 882 -VariableMetric: Iteration # 142 - FCN = 297171.6275395 Edm = 0.00043786 NCalls = 885 -VariableMetric: Iteration # 143 - FCN = 297171.626807 Edm = 0.000324877 NCalls = 887 -VariableMetric: Iteration # 144 - FCN = 297171.6264255 Edm = 0.000203793 NCalls = 889 -VariableMetric: Iteration # 145 - FCN = 297171.6261869 Edm = 0.000168788 NCalls = 892 -VariableMetric: Iteration # 146 - FCN = 297171.6257903 Edm = 4.9212e-05 NCalls = 895 -VariableMetric: After Hessian - FCN = 297171.6257903 Edm = 0.000108702 NCalls = 1378 -VariableMetric: Iteration # 147 - FCN = 297171.6257903 Edm = 0.000108702 NCalls = 1378 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315705.7629426 Edm = 31.5243 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315705.7629426 Edm = 31.5243 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304237.4503386 Edm = 7.17753 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304176.6859604 Edm = 9.3884 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301852.377452 Edm = 2124.9 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298854.0762478 Edm = 40.4799 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298836.8490626 Edm = 5.66505 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298810.2994279 Edm = 2.25519 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298801.8678964 Edm = 9.16657 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298708.800328 Edm = 82.2924 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298701.5815875 Edm = 10.3862 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298393.3459898 Edm = 153.657 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297962.5210262 Edm = 15.779 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297939.4529475 Edm = 1.10906 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297938.3630837 Edm = 0.0901688 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297937.7915655 Edm = 0.496015 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297892.2601059 Edm = 45.6667 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297891.1626726 Edm = 1.14342 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297871.3624928 Edm = 19.6509 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297678.4078303 Edm = 5.67605 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297673.1901022 Edm = 0.0851871 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297673.0702604 Edm = 0.0456879 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297672.7652824 Edm = 0.255951 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297657.5600813 Edm = 17.6061 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297595.7105156 Edm = 51.1978 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297375.967631 Edm = 23.9397 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297357.3678937 Edm = 2.35954 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297354.8587743 Edm = 0.107218 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297354.7154513 Edm = 0.0164515 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297354.6169678 Edm = 0.0803929 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297353.099656 Edm = 1.2987 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297317.6597563 Edm = 22.7674 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297275.2335257 Edm = 16.2982 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297267.7341031 Edm = 1.2043 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297265.8896677 Edm = 0.374449 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297265.3998998 Edm = 0.0567775 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297265.3350583 Edm = 0.0261918 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297265.0323008 Edm = 0.203194 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297263.1485222 Edm = 1.15876 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297255.8243749 Edm = 6.91778 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297210.4667623 Edm = 20.4964 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297194.4427661 Edm = 7.90128 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297188.1769604 Edm = 2.58817 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297186.0335562 Edm = 0.113227 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297185.8705616 Edm = 0.0138065 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297185.8547742 Edm = 0.00312883 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297185.8333242 Edm = 0.013903 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297185.7202089 Edm = 0.0926502 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297183.7291919 Edm = 3.57384 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297179.1101537 Edm = 3.05063 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297170.1921609 Edm = 1.16425 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297169.2940517 Edm = 0.128026 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297169.1634282 Edm = 0.0242994 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297169.1456911 Edm = 0.00237325 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297169.1421516 Edm = 0.00256915 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297169.1211574 Edm = 0.0249102 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297168.2577721 Edm = 0.751354 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297159.1231348 Edm = 2.15104 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297156.3183679 Edm = 0.0690401 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297156.2475682 Edm = 0.00711668 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297156.2379947 Edm = 0.000911964 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297156.2360455 Edm = 0.0011885 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297156.1908886 Edm = 0.042077 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297154.5736976 Edm = 1.41975 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297140.4462536 Edm = 6.8336 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297132.8514624 Edm = 1.67903 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297131.6852305 Edm = 0.156421 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297131.5699359 Edm = 0.0154821 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297131.5501477 Edm = 0.0080894 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297131.5427939 Edm = 0.00334637 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297131.5096627 Edm = 0.0238313 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297130.9820672 Edm = 0.426593 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297119.3293445 Edm = 7.50275 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297104.4464206 Edm = 6.14886 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297100.1652322 Edm = 1.44659 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297098.4542674 Edm = 0.379005 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297097.9330239 Edm = 0.108798 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297097.8185774 Edm = 0.0216334 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297097.786586 Edm = 0.00465758 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297097.7775596 Edm = 0.00188697 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297097.7737911 Edm = 0.00167876 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297097.7662438 Edm = 0.00402433 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297097.7494366 Edm = 0.00727422 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297097.6596715 Edm = 0.0393372 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297097.3046078 Edm = 0.331014 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297093.3161054 Edm = 1.43136 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297092.4980657 Edm = 0.435066 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297092.1928459 Edm = 0.0352827 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297092.1653941 Edm = 0.00782347 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297092.1585188 Edm = 0.0012756 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297092.1568573 Edm = 0.000174477 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297092.1566605 Edm = 5.69623e-05 NCalls = 279 -VariableMetric: After Hessian - FCN = 297092.1566605 Edm = 225.529 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297092.1566605 Edm = 225.529 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297091.3875418 Edm = 3.21525 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297083.6302804 Edm = 3.27631 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297083.3737825 Edm = 18.235 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297080.5647281 Edm = 1.67607 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297074.0278196 Edm = 5.26524 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297070.9875557 Edm = 2.16942 NCalls = 783 -VariableMetric: Iteration # 98 - FCN = 297066.2802187 Edm = 0.495352 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297065.3201116 Edm = 0.805537 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297064.7997812 Edm = 0.607772 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297064.0676007 Edm = 0.154802 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297063.8971924 Edm = 0.0589658 NCalls = 795 -VariableMetric: Iteration # 103 - FCN = 297063.7813702 Edm = 0.0562593 NCalls = 797 -VariableMetric: Iteration # 104 - FCN = 297063.6978135 Edm = 0.0377169 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297063.622603 Edm = 0.028716 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297063.5576928 Edm = 0.0180472 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297063.5275357 Edm = 0.00545978 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297063.5162655 Edm = 0.00377913 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297063.5087257 Edm = 0.00121831 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297063.5068223 Edm = 0.000463465 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297063.5057183 Edm = 0.000170696 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297063.5052742 Edm = 8.33822e-05 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297063.5051504 Edm = 9.6832e-06 NCalls = 817 -VariableMetric: After Hessian - FCN = 297063.5051504 Edm = 0.000114874 NCalls = 1304 -VariableMetric: Iteration # 114 - FCN = 297063.5051504 Edm = 0.000114874 NCalls = 1304 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314371.8728269 Edm = 208.405 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314371.8728269 Edm = 208.405 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298990.0008254 Edm = 1.18418 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298942.6196107 Edm = 1.20663 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298172.811103 Edm = 185.467 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298049.6202206 Edm = 6.53047 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298046.9354844 Edm = 0.129392 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298038.5428409 Edm = 9.59821 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297929.3439139 Edm = 16.1147 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297912.516197 Edm = 0.1889 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297911.893484 Edm = 0.423365 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297717.1531371 Edm = 23.442 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297692.7923302 Edm = 0.145624 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297692.5929788 Edm = 0.0308253 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297683.2517187 Edm = 6.8515 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297592.9817989 Edm = 24.7873 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297556.0354396 Edm = 4.25595 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297552.311406 Edm = 0.759385 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297551.4623791 Edm = 0.028847 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297551.4260918 Edm = 0.00657831 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297551.1172955 Edm = 0.270198 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297532.9070001 Edm = 6.21726 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297523.794708 Edm = 0.806568 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297522.9415771 Edm = 0.320988 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297522.5896009 Edm = 0.042599 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297522.5516446 Edm = 0.00508934 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297522.5407141 Edm = 0.00719093 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297521.7665332 Edm = 0.709927 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297477.8312622 Edm = 1.75274 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297476.3088511 Edm = 0.113195 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297476.1712974 Edm = 0.0150885 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297476.1424357 Edm = 0.00536798 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297476.1266593 Edm = 0.00541599 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297476.0327069 Edm = 0.0719378 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297473.746446 Edm = 2.51048 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297472.4642444 Edm = 1.97699 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297471.4424981 Edm = 1.01745 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297462.5650325 Edm = 1.33267 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297461.4703121 Edm = 0.390707 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297461.198161 Edm = 0.0163492 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297461.1797722 Edm = 0.0022906 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297461.1726937 Edm = 0.00301916 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297461.0658386 Edm = 0.100197 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297457.2023114 Edm = 3.17119 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297446.7880277 Edm = 1.23287 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297445.4378689 Edm = 0.343998 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297445.041884 Edm = 0.0118201 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297445.0290868 Edm = 0.000910941 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297445.0232635 Edm = 0.00611774 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297445.0013542 Edm = 0.0317135 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297444.895967 Edm = 0.0873216 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297442.2706544 Edm = 1.8268 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297437.9192425 Edm = 2.18914 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297433.3976801 Edm = 0.459413 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297432.8534919 Edm = 0.0801922 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297432.7784634 Edm = 0.0170458 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297432.7602567 Edm = 0.00254297 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297432.7574026 Edm = 0.000240947 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297432.7569463 Edm = 0.000119286 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297432.7564202 Edm = 0.000407316 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297432.7440768 Edm = 0.01352 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297432.5730105 Edm = 0.0116133 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297430.5701349 Edm = 0.708078 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297427.9103733 Edm = 0.0844593 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297427.7585934 Edm = 0.0137623 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297427.7420424 Edm = 0.000881826 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297427.7409417 Edm = 5.93909e-05 NCalls = 215 -VariableMetric: After Hessian - FCN = 297427.7409417 Edm = 1.45652 NCalls = 692 -VariableMetric: Iteration # 66 - FCN = 297427.7409417 Edm = 1.45652 NCalls = 692 -VariableMetric: Iteration # 67 - FCN = 297426.3388141 Edm = 0.192612 NCalls = 695 -VariableMetric: Iteration # 68 - FCN = 297426.1998286 Edm = 0.182764 NCalls = 697 -VariableMetric: Iteration # 69 - FCN = 297426.0555621 Edm = 0.099685 NCalls = 700 -VariableMetric: Iteration # 70 - FCN = 297425.9331439 Edm = 0.16695 NCalls = 703 -VariableMetric: Iteration # 71 - FCN = 297425.7191113 Edm = 0.249943 NCalls = 706 -VariableMetric: Iteration # 72 - FCN = 297425.3679263 Edm = 0.449034 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297424.9984043 Edm = 0.947796 NCalls = 716 -VariableMetric: Iteration # 74 - FCN = 297424.524816 Edm = 0.241816 NCalls = 720 -VariableMetric: Iteration # 75 - FCN = 297424.3695454 Edm = 0.342808 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297424.0343015 Edm = 0.949299 NCalls = 725 -VariableMetric: Iteration # 77 - FCN = 297423.5637362 Edm = 1.27464 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297422.475287 Edm = 1.19205 NCalls = 731 -VariableMetric: Iteration # 79 - FCN = 297420.5501258 Edm = 1.55531 NCalls = 736 -VariableMetric: Iteration # 80 - FCN = 297418.4030984 Edm = 6.51761 NCalls = 741 -VariableMetric: Iteration # 81 - FCN = 297417.9343376 Edm = 1.06836 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297416.1578703 Edm = 1.8278 NCalls = 747 -VariableMetric: Iteration # 83 - FCN = 297415.7457817 Edm = 1.95156 NCalls = 750 -VariableMetric: Iteration # 84 - FCN = 297415.1721318 Edm = 1.00568 NCalls = 752 -VariableMetric: Iteration # 85 - FCN = 297414.8875173 Edm = 0.830349 NCalls = 754 -VariableMetric: Iteration # 86 - FCN = 297413.8859831 Edm = 0.374488 NCalls = 757 -VariableMetric: Iteration # 87 - FCN = 297413.3651021 Edm = 0.173813 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297413.2830096 Edm = 0.0782179 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297413.2339391 Edm = 0.0116897 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297413.2099089 Edm = 0.00861359 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297413.1683003 Edm = 0.0145149 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297413.1637039 Edm = 0.00400838 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297413.1551984 Edm = 0.00673086 NCalls = 772 -VariableMetric: Iteration # 94 - FCN = 297413.1405948 Edm = 0.00427782 NCalls = 775 -VariableMetric: Iteration # 95 - FCN = 297413.1352612 Edm = 0.000126681 NCalls = 777 -VariableMetric: Iteration # 96 - FCN = 297413.1351415 Edm = 1.62267e-05 NCalls = 778 -VariableMetric: After Hessian - FCN = 297413.1351415 Edm = 0.000259643 NCalls = 1267 -VariableMetric: Iteration # 97 - FCN = 297413.1351415 Edm = 0.000259643 NCalls = 1267 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323371.4732433 Edm = 37.2403 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323371.4732433 Edm = 37.2403 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302391.0626576 Edm = 16.2768 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301594.9832429 Edm = 165.446 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301441.0183831 Edm = 688.322 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298682.9542688 Edm = 60.5955 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298551.1272674 Edm = 18.4877 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298481.2844391 Edm = 6.51875 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298473.1198603 Edm = 1.19688 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298464.816983 Edm = 4.31277 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298314.7874741 Edm = 98.6109 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297906.168285 Edm = 236.397 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297829.6422728 Edm = 86.5487 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297777.8818922 Edm = 11.1774 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297769.3206345 Edm = 0.472247 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297768.8424396 Edm = 0.0413746 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297767.9768464 Edm = 0.896808 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297702.6912584 Edm = 1.87678 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297524.7173415 Edm = 14.7775 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297511.2888106 Edm = 1.70842 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297510.3790874 Edm = 0.0994217 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297510.2652132 Edm = 0.02686 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297510.1106172 Edm = 0.162208 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297479.6532281 Edm = 2.91579 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297428.8612479 Edm = 2.73963 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297424.4724998 Edm = 0.196074 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297424.2661374 Edm = 0.0282368 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297424.1882949 Edm = 0.0487521 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297423.2350289 Edm = 0.864065 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297316.3415025 Edm = 25.5021 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297281.1321539 Edm = 2.10398 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297276.5796125 Edm = 3.89436 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297266.8698627 Edm = 7.55384 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297262.8738773 Edm = 12.6699 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297253.0862851 Edm = 0.882493 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297252.2271627 Edm = 0.0178304 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297252.2048804 Edm = 0.00461244 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297251.6991585 Edm = 0.469588 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297240.1820888 Edm = 1.18619 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297238.6231303 Edm = 0.0295884 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297238.5919473 Edm = 0.00102675 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297238.5855795 Edm = 0.00531891 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297237.2187229 Edm = 1.22502 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297229.4573143 Edm = 0.401598 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297229.037336 Edm = 0.0400039 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297228.9922121 Edm = 0.00135941 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297228.9901475 Edm = 0.000879949 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297228.946211 Edm = 0.0461623 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297228.1507438 Edm = 0.220619 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297224.3137621 Edm = 1.86199 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297222.5155463 Edm = 0.660558 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297222.1852105 Edm = 0.046755 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297222.1451937 Edm = 0.00592029 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297222.1327853 Edm = 0.00303711 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297222.1279873 Edm = 0.000562347 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297222.1263276 Edm = 0.000693406 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297222.1236985 Edm = 0.00111562 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297222.0776024 Edm = 0.0488448 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297220.9864736 Edm = 0.689537 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297218.7715188 Edm = 0.0478739 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297218.7355055 Edm = 0.0108689 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297218.7242181 Edm = 0.00143023 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297218.7229164 Edm = 0.000290848 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297218.7225986 Edm = 0.000132668 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297218.7176499 Edm = 0.00482004 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297218.4695353 Edm = 0.191889 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297216.7147212 Edm = 0.321297 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297216.3668566 Edm = 0.00591061 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297216.3618295 Edm = 0.00035362 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297216.3613253 Edm = 0.000184754 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297216.3549876 Edm = 0.00561941 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297216.1253854 Edm = 0.188053 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297214.029095 Edm = 0.216247 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297213.7447318 Edm = 0.00512697 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297213.7395979 Edm = 0.000253621 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297213.7393467 Edm = 8.38581e-05 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297213.7383587 Edm = 0.000913508 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297213.6403019 Edm = 0.0686062 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297212.7175879 Edm = 0.696118 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297210.0146621 Edm = 1.82431 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297208.816855 Edm = 1.27444 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297208.134581 Edm = 0.808135 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297207.1994211 Edm = 0.104865 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297207.0573016 Edm = 0.0596706 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297206.8104977 Edm = 0.117895 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297206.5430912 Edm = 0.0620435 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297206.5110481 Edm = 0.0215779 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297206.4889774 Edm = 0.00236915 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297206.4858482 Edm = 0.000255454 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297206.4852267 Edm = 0.000294799 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297206.4783062 Edm = 0.00603757 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297205.8879986 Edm = 0.658463 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297205.7636218 Edm = 0.139194 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297205.5665728 Edm = 0.220392 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297204.016006 Edm = 0.897965 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297200.5468069 Edm = 0.874254 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297200.2059343 Edm = 0.57012 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297199.0475492 Edm = 0.479732 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297198.6195267 Edm = 0.204426 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297198.3937274 Edm = 0.0175051 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297198.3767017 Edm = 0.00364532 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297198.3738462 Edm = 0.000225589 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297198.3735916 Edm = 5.94289e-05 NCalls = 318 -VariableMetric: After Hessian - FCN = 297198.3735916 Edm = 44.1036 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297198.3735916 Edm = 44.1036 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297196.8681228 Edm = 15.9715 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297195.7408657 Edm = 2.43504 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297194.0660453 Edm = 1.56111 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297193.622133 Edm = 0.126315 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297193.4370834 Edm = 0.0443126 NCalls = 803 -VariableMetric: Iteration # 108 - FCN = 297193.3772059 Edm = 0.0123806 NCalls = 805 -VariableMetric: Iteration # 109 - FCN = 297193.3579964 Edm = 0.00890236 NCalls = 807 -VariableMetric: Iteration # 110 - FCN = 297193.3229732 Edm = 0.0184066 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297193.2748338 Edm = 0.0187646 NCalls = 812 -VariableMetric: Iteration # 112 - FCN = 297193.2416934 Edm = 0.0090751 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297193.2297653 Edm = 0.00164085 NCalls = 816 -VariableMetric: Iteration # 114 - FCN = 297193.2272177 Edm = 0.000758547 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297193.2263589 Edm = 0.000229576 NCalls = 820 -VariableMetric: Iteration # 116 - FCN = 297193.2260683 Edm = 2.51332e-05 NCalls = 822 -VariableMetric: After Hessian - FCN = 297193.2260683 Edm = 3.51318e-05 NCalls = 1301 -VariableMetric: Iteration # 117 - FCN = 297193.2260683 Edm = 3.51318e-05 NCalls = 1301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331715.9380614 Edm = 4151.98 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331715.9380614 Edm = 4151.98 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 329497.3444843 Edm = 633.116 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 329362.3427077 Edm = 36.1179 NCalls = 5 -VariableMetric: Iteration # 3 - FCN = 326590.6009425 Edm = 352.206 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 308988.1447078 Edm = 2385.65 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 304079.3161914 Edm = 118.119 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 303611.3974135 Edm = 58.462 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 301404.0886033 Edm = 81.8133 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 301360.9623764 Edm = 89.9153 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 301232.294985 Edm = 47.4515 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 301173.6755656 Edm = 31.5587 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 301087.6635549 Edm = 30.2113 NCalls = 61 -VariableMetric: Iteration # 12 - FCN = 301075.3717734 Edm = 23.2441 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 301042.7024691 Edm = 10.5644 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 301033.7618762 Edm = 3.9199 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 300540.6211696 Edm = 213.8 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 299905.0051693 Edm = 339.195 NCalls = 81 -VariableMetric: Iteration # 17 - FCN = 299652.7760963 Edm = 567.1 NCalls = 84 -VariableMetric: Iteration # 18 - FCN = 299126.0697618 Edm = 524.242 NCalls = 87 -VariableMetric: Iteration # 19 - FCN = 298495.9809745 Edm = 103.948 NCalls = 91 -VariableMetric: Iteration # 20 - FCN = 298335.7927844 Edm = 35.8571 NCalls = 93 -VariableMetric: Iteration # 21 - FCN = 298021.2400602 Edm = 17.0903 NCalls = 99 -VariableMetric: Iteration # 22 - FCN = 298010.0402446 Edm = 10.878 NCalls = 101 -VariableMetric: Iteration # 23 - FCN = 297997.4374399 Edm = 2.75312 NCalls = 103 -VariableMetric: Iteration # 24 - FCN = 297983.7633212 Edm = 0.953131 NCalls = 105 -VariableMetric: Iteration # 25 - FCN = 297979.653552 Edm = 3.96423 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297933.8867344 Edm = 42.6137 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297580.7835231 Edm = 168.936 NCalls = 116 -VariableMetric: Iteration # 28 - FCN = 297544.8087018 Edm = 16.3567 NCalls = 118 -VariableMetric: Iteration # 29 - FCN = 297539.2118497 Edm = 1.57056 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297528.6750655 Edm = 6.68727 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297512.8708348 Edm = 12.0167 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297500.2303409 Edm = 8.54749 NCalls = 135 -VariableMetric: Iteration # 33 - FCN = 297488.6737153 Edm = 4.06204 NCalls = 137 -VariableMetric: Iteration # 34 - FCN = 297485.9186096 Edm = 4.89119 NCalls = 139 -VariableMetric: Iteration # 35 - FCN = 297478.4893095 Edm = 0.926926 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297476.332832 Edm = 0.354803 NCalls = 145 -VariableMetric: Iteration # 37 - FCN = 297476.1575506 Edm = 0.133605 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297476.0247962 Edm = 0.0232801 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297475.6917923 Edm = 0.248687 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297414.8136152 Edm = 535.576 NCalls = 160 -VariableMetric: Iteration # 41 - FCN = 297408.3940334 Edm = 15.3327 NCalls = 163 -VariableMetric: Iteration # 42 - FCN = 297404.3203677 Edm = 0.858678 NCalls = 165 -VariableMetric: Iteration # 43 - FCN = 297402.2929966 Edm = 0.821966 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297390.6532065 Edm = 10.498 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297340.6201404 Edm = 14.6061 NCalls = 174 -VariableMetric: Iteration # 46 - FCN = 297323.0962385 Edm = 0.921444 NCalls = 176 -VariableMetric: Iteration # 47 - FCN = 297322.422474 Edm = 0.121778 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297322.3144512 Edm = 0.0179796 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297322.272743 Edm = 0.0298659 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297304.7978818 Edm = 1.77461 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297262.7244012 Edm = 12.9752 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297198.2638631 Edm = 27.5259 NCalls = 202 -VariableMetric: Iteration # 53 - FCN = 297181.7176517 Edm = 8.09093 NCalls = 204 -VariableMetric: Iteration # 54 - FCN = 297174.5832548 Edm = 0.321347 NCalls = 206 -VariableMetric: Iteration # 55 - FCN = 297174.3622388 Edm = 0.0978624 NCalls = 208 -VariableMetric: Iteration # 56 - FCN = 297174.2554951 Edm = 0.0175094 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297174.2048032 Edm = 0.0122754 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297174.0684019 Edm = 0.0621146 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297173.6238635 Edm = 0.199419 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297171.6579523 Edm = 1.12106 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297150.6299405 Edm = 8.21366 NCalls = 226 -VariableMetric: Iteration # 62 - FCN = 297136.0002648 Edm = 8.32339 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297129.4945946 Edm = 5.39118 NCalls = 232 -VariableMetric: Iteration # 64 - FCN = 297124.770957 Edm = 1.12093 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297123.1951303 Edm = 0.389009 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297122.7827272 Edm = 0.0723451 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297122.7164468 Edm = 0.00301056 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297122.7115176 Edm = 0.00250752 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297122.6898259 Edm = 0.0255209 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297121.9652201 Edm = 0.700778 NCalls = 254 -VariableMetric: Iteration # 71 - FCN = 297111.9102702 Edm = 0.623275 NCalls = 258 -VariableMetric: Iteration # 72 - FCN = 297111.0450622 Edm = 0.118248 NCalls = 260 -VariableMetric: Iteration # 73 - FCN = 297110.9086913 Edm = 0.0370957 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297110.8772318 Edm = 0.00587659 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297110.8697912 Edm = 0.000700786 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297110.8676447 Edm = 0.00132821 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297110.6777219 Edm = 0.191025 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297109.1847333 Edm = 1.09985 NCalls = 281 -VariableMetric: Iteration # 79 - FCN = 297103.4712248 Edm = 3.70443 NCalls = 284 -VariableMetric: Iteration # 80 - FCN = 297101.2555955 Edm = 2.00779 NCalls = 286 -VariableMetric: Iteration # 81 - FCN = 297099.4606834 Edm = 0.612708 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297098.6055843 Edm = 0.552687 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297098.1857237 Edm = 0.133732 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297098.0377558 Edm = 0.0181592 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297098.0146478 Edm = 0.00234139 NCalls = 297 -VariableMetric: Iteration # 86 - FCN = 297098.0112872 Edm = 0.000899755 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297097.9874676 Edm = 0.0269761 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297097.7330909 Edm = 0.260309 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297097.6400993 Edm = 0.0888174 NCalls = 314 -VariableMetric: Iteration # 90 - FCN = 297092.8486495 Edm = 1.01225 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297090.849577 Edm = 1.13525 NCalls = 322 -VariableMetric: Iteration # 92 - FCN = 297090.4865533 Edm = 0.109184 NCalls = 324 -VariableMetric: Iteration # 93 - FCN = 297090.3082081 Edm = 0.012654 NCalls = 326 -VariableMetric: Iteration # 94 - FCN = 297090.2882822 Edm = 0.000577981 NCalls = 328 -VariableMetric: Iteration # 95 - FCN = 297090.2871719 Edm = 0.000495602 NCalls = 330 -VariableMetric: Iteration # 96 - FCN = 297090.286023 Edm = 0.000745962 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297090.2846007 Edm = 0.000499969 NCalls = 334 -VariableMetric: Iteration # 98 - FCN = 297090.2806396 Edm = 0.00319818 NCalls = 337 -VariableMetric: Iteration # 99 - FCN = 297090.1530861 Edm = 0.102974 NCalls = 341 -VariableMetric: Iteration # 100 - FCN = 297088.7104251 Edm = 0.194945 NCalls = 344 -VariableMetric: Iteration # 101 - FCN = 297088.4786318 Edm = 0.00564089 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297088.4742528 Edm = 0.000240631 NCalls = 348 -VariableMetric: Iteration # 103 - FCN = 297088.4738866 Edm = 5.73469e-05 NCalls = 350 -VariableMetric: After Hessian - FCN = 297088.4738866 Edm = 465.397 NCalls = 821 -VariableMetric: Iteration # 104 - FCN = 297088.4738866 Edm = 465.397 NCalls = 821 -VariableMetric: Iteration # 105 - FCN = 297088.3361445 Edm = 885.679 NCalls = 827 -VariableMetric: Iteration # 106 - FCN = 297085.8578457 Edm = 0.629917 NCalls = 834 -VariableMetric: Iteration # 107 - FCN = 297085.7445579 Edm = 0.246194 NCalls = 836 -VariableMetric: Iteration # 108 - FCN = 297085.7370901 Edm = 1330.23 NCalls = 841 -VariableMetric: Iteration # 109 - FCN = 297085.7212262 Edm = 87.7351 NCalls = 846 -VariableMetric: Iteration # 110 - FCN = 297085.7112277 Edm = 201.477 NCalls = 850 -VariableMetric: Iteration # 111 - FCN = 297085.6734804 Edm = 22.5589 NCalls = 854 -VariableMetric: Iteration # 112 - FCN = 297085.5714308 Edm = 46.4278 NCalls = 857 -VariableMetric: Iteration # 113 - FCN = 297085.5276218 Edm = 35.0645 NCalls = 860 -VariableMetric: Iteration # 114 - FCN = 297085.4497844 Edm = 31.8648 NCalls = 863 -VariableMetric: Iteration # 115 - FCN = 297085.3652492 Edm = 447.678 NCalls = 865 -VariableMetric: Iteration # 116 - FCN = 297084.5916488 Edm = 13.4726 NCalls = 867 -VariableMetric: Iteration # 117 - FCN = 297083.7758501 Edm = 11.0973 NCalls = 869 -VariableMetric: Iteration # 118 - FCN = 297082.9878745 Edm = 7.65443 NCalls = 871 -VariableMetric: Iteration # 119 - FCN = 297081.9798461 Edm = 6.98812 NCalls = 873 -VariableMetric: Iteration # 120 - FCN = 297081.5225556 Edm = 16.9721 NCalls = 875 -VariableMetric: Iteration # 121 - FCN = 297081.2622167 Edm = 13.2849 NCalls = 877 -VariableMetric: Iteration # 122 - FCN = 297080.9235116 Edm = 3.298 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297080.6094594 Edm = 2.44674 NCalls = 881 -VariableMetric: Iteration # 124 - FCN = 297080.4058354 Edm = 3.39935 NCalls = 883 -VariableMetric: Iteration # 125 - FCN = 297080.2068901 Edm = 1.24944 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297080.0847511 Edm = 0.720786 NCalls = 887 -VariableMetric: Iteration # 127 - FCN = 297079.6931248 Edm = 1.332 NCalls = 889 -VariableMetric: Iteration # 128 - FCN = 297079.5695047 Edm = 0.429649 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297079.4064845 Edm = 0.22167 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297079.316302 Edm = 0.548333 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297079.1638236 Edm = 1.29527 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297079.0382041 Edm = 0.251977 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297078.8051134 Edm = 0.189044 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297078.6965532 Edm = 0.0928572 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297078.6085549 Edm = 0.0450254 NCalls = 907 -VariableMetric: Iteration # 136 - FCN = 297078.5783012 Edm = 0.063827 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297078.5458366 Edm = 0.0234971 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297078.5305617 Edm = 0.00399677 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297078.5287334 Edm = 0.0039487 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297078.527004 Edm = 0.000369091 NCalls = 916 -VariableMetric: Iteration # 141 - FCN = 297078.5266828 Edm = 5.30601e-05 NCalls = 917 -VariableMetric: After Hessian - FCN = 297078.5266828 Edm = 0.000168527 NCalls = 1402 -VariableMetric: Iteration # 142 - FCN = 297078.5266828 Edm = 0.000168527 NCalls = 1402 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315404.6362169 Edm = 74.9967 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315404.6362169 Edm = 74.9967 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314867.6373065 Edm = 25.4047 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 303794.1814129 Edm = 19.9667 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303770.0239444 Edm = 41.0819 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298177.0327509 Edm = 181.817 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 298079.0025858 Edm = 349.004 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298014.4827892 Edm = 0.414188 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298012.2166508 Edm = 1.54238 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297961.5547247 Edm = 34.2179 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297891.8463975 Edm = 3.62114 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297888.5160043 Edm = 0.0459966 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297888.1781301 Edm = 0.314628 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297846.8785809 Edm = 26.0058 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297663.9300776 Edm = 21.4752 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297629.1772714 Edm = 1.87408 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297625.9743803 Edm = 0.275776 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297625.5510762 Edm = 0.0588116 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297624.4682483 Edm = 1.19314 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297595.6415464 Edm = 22.0784 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297499.0751167 Edm = 3.50392 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297497.0636959 Edm = 0.498828 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297496.5942791 Edm = 0.0453197 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297496.4705659 Edm = 0.041424 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297495.1479181 Edm = 1.07776 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297467.2913548 Edm = 8.68619 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297446.229748 Edm = 4.57467 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297437.8361536 Edm = 2.65943 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297431.731027 Edm = 7.8275 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297426.2017424 Edm = 2.28855 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297424.1705342 Edm = 1.52761 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297423.5789609 Edm = 0.0621616 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297423.4926158 Edm = 0.00535816 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297423.4832846 Edm = 0.00270118 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297423.4392711 Edm = 0.0321293 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297389.7167894 Edm = 15.6218 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297373.8812869 Edm = 9.49441 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297364.7736963 Edm = 3.67758 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297361.5168391 Edm = 2.24797 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297358.3102069 Edm = 0.836436 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297357.5541744 Edm = 0.168204 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297357.4333134 Edm = 0.0095669 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297357.4237042 Edm = 0.00421467 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297357.4167321 Edm = 0.00470682 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297357.4029586 Edm = 0.00938419 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297356.8015438 Edm = 0.591378 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297340.3431197 Edm = 6.5959 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297335.5680885 Edm = 4.6257 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297332.2758525 Edm = 0.781495 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297331.9063317 Edm = 0.0186741 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297331.88939 Edm = 0.00100636 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297331.8873606 Edm = 0.00186519 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297331.8615337 Edm = 0.021752 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297329.7143348 Edm = 2.18099 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297328.4692388 Edm = 1.20065 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297306.560007 Edm = 2.68627 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297304.1930402 Edm = 0.579855 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297303.814514 Edm = 0.0605034 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297303.7636974 Edm = 0.00225424 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297303.7585933 Edm = 0.00205916 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297303.751434 Edm = 0.0013982 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297303.7292134 Edm = 0.017173 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297301.8583005 Edm = 1.407 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297292.090428 Edm = 1.51617 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297290.0487138 Edm = 0.877668 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297289.5540878 Edm = 0.225825 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297289.3732601 Edm = 0.0108473 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297289.3631091 Edm = 0.00112141 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297289.3618786 Edm = 0.00041939 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297289.3596622 Edm = 0.000918036 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297289.3518016 Edm = 0.00675882 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297289.2754622 Edm = 0.0736171 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297288.6355563 Edm = 0.536606 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297285.0981906 Edm = 0.967516 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297284.2198154 Edm = 0.428409 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297283.9913767 Edm = 0.0290804 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297283.957928 Edm = 0.00940002 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297283.9427636 Edm = 0.000812154 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297283.9419571 Edm = 0.000188087 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297283.9413539 Edm = 0.00046504 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297283.9122772 Edm = 0.0246943 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297283.2172033 Edm = 0.472334 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297282.3426701 Edm = 0.230138 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297282.1982952 Edm = 0.0903543 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297282.0499868 Edm = 0.0323246 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297281.9978118 Edm = 0.00300233 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297281.9938504 Edm = 0.000579041 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297281.9933819 Edm = 8.95293e-05 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297281.9931501 Edm = 0.000136723 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297281.9861759 Edm = 0.00685426 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297281.745949 Edm = 0.0205805 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297280.3412962 Edm = 0.322644 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297279.745023 Edm = 0.0210075 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297279.7284237 Edm = 0.0144598 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297279.715651 Edm = 0.00856861 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297279.7022166 Edm = 0.00275772 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297279.699437 Edm = 0.000272943 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297279.6990731 Edm = 7.64872e-05 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297279.6987817 Edm = 7.75718e-05 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297279.6984646 Edm = 0.000191086 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297279.6835121 Edm = 0.015269 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297279.6775525 Edm = 0.00572577 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297279.6463687 Edm = 0.0289464 NCalls = 321 -VariableMetric: Iteration # 102 - FCN = 297279.1300132 Edm = 0.827256 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297277.4034691 Edm = 0.960245 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297277.2290787 Edm = 0.39395 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297277.0168116 Edm = 0.0775239 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297276.9600496 Edm = 0.0403318 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297276.8053862 Edm = 0.0782199 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297276.723247 Edm = 0.0311762 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297276.6877902 Edm = 0.00729142 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297276.6788731 Edm = 0.00101175 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297276.6778662 Edm = 5.45957e-05 NCalls = 352 -VariableMetric: After Hessian - FCN = 297276.6778662 Edm = 46.1518 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297276.6778662 Edm = 46.1518 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297276.3136422 Edm = 113.179 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297274.8028374 Edm = 0.0263337 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297274.8028279 Edm = 2758.86 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297274.7931208 Edm = 124.252 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297274.7579188 Edm = 858.882 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297274.671431 Edm = 235.173 NCalls = 859 -VariableMetric: Iteration # 119 - FCN = 297274.6259072 Edm = 184.647 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297274.0710789 Edm = 309.163 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297272.9482422 Edm = 354.633 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297272.5090941 Edm = 812.03 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297270.1950125 Edm = 610.753 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297268.474206 Edm = 389.948 NCalls = 875 -VariableMetric: Iteration # 125 - FCN = 297268.4112848 Edm = 433.652 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297267.9870458 Edm = 88.9982 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297266.7725321 Edm = 39.5332 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297265.7876091 Edm = 34.2582 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297264.998199 Edm = 40.4731 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297264.2424299 Edm = 6.59874 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297262.4249966 Edm = 35.4762 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297258.4207491 Edm = 18.512 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297257.468499 Edm = 2.21734 NCalls = 894 -VariableMetric: Iteration # 134 - FCN = 297257.1985511 Edm = 1.51998 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297256.8813593 Edm = 1.30349 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 297256.6676751 Edm = 0.400458 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297256.6314469 Edm = 0.216563 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297256.5811758 Edm = 0.131964 NCalls = 904 -VariableMetric: Iteration # 139 - FCN = 297256.5397165 Edm = 0.0361629 NCalls = 906 -VariableMetric: Iteration # 140 - FCN = 297256.5140387 Edm = 0.0160231 NCalls = 908 -VariableMetric: Iteration # 141 - FCN = 297256.5081144 Edm = 0.0173525 NCalls = 910 -VariableMetric: Iteration # 142 - FCN = 297256.4876063 Edm = 0.00768457 NCalls = 913 -VariableMetric: Iteration # 143 - FCN = 297256.4716236 Edm = 0.00574763 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297256.4625491 Edm = 0.00384734 NCalls = 918 -VariableMetric: Iteration # 145 - FCN = 297256.4538983 Edm = 0.00360396 NCalls = 920 -VariableMetric: Iteration # 146 - FCN = 297256.4444367 Edm = 0.00708436 NCalls = 923 -VariableMetric: Iteration # 147 - FCN = 297256.4365875 Edm = 0.0174583 NCalls = 928 -VariableMetric: Iteration # 148 - FCN = 297256.4240941 Edm = 0.0165625 NCalls = 932 -VariableMetric: Iteration # 149 - FCN = 297256.4081898 Edm = 0.00698529 NCalls = 935 -VariableMetric: Iteration # 150 - FCN = 297256.3982437 Edm = 0.00236509 NCalls = 937 -VariableMetric: Iteration # 151 - FCN = 297256.3911671 Edm = 0.00321771 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297256.3844227 Edm = 0.0135642 NCalls = 943 -VariableMetric: Iteration # 153 - FCN = 297256.3799541 Edm = 0.00226426 NCalls = 945 -VariableMetric: Iteration # 154 - FCN = 297256.376593 Edm = 0.000954621 NCalls = 948 -VariableMetric: Iteration # 155 - FCN = 297256.3752908 Edm = 0.00029941 NCalls = 950 -VariableMetric: Iteration # 156 - FCN = 297256.3749632 Edm = 0.00013661 NCalls = 953 -VariableMetric: Iteration # 157 - FCN = 297256.3748081 Edm = 5.00749e-05 NCalls = 955 -VariableMetric: After Hessian - FCN = 297256.3748081 Edm = 0.000972593 NCalls = 1436 -VariableMetric: Iteration # 158 - FCN = 297256.3748081 Edm = 0.000972593 NCalls = 1436 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329007.2196817 Edm = 47.5355 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329007.2196817 Edm = 47.5355 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299065.4313888 Edm = 0.657493 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299035.9882337 Edm = 2.60626 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299033.6553241 Edm = 0.929902 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298951.9215816 Edm = 33.7154 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298884.3356818 Edm = 6.89074 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298881.2622093 Edm = 0.706586 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298873.4471361 Edm = 9.07837 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298783.8992018 Edm = 52.1045 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298739.9237184 Edm = 43.0948 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298699.5071183 Edm = 1.05971 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298697.8598991 Edm = 0.385685 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298696.4923417 Edm = 1.54537 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 298431.6013989 Edm = 49.3526 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298346.2788279 Edm = 124.709 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298219.4919396 Edm = 133.565 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298067.8164701 Edm = 220.161 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297882.1938245 Edm = 13.7139 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297863.8570346 Edm = 9.50285 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297829.5934193 Edm = 59.4618 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297796.3386289 Edm = 9.957 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297787.4301891 Edm = 0.975841 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297786.8780968 Edm = 0.0863242 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297786.1030993 Edm = 0.772918 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297740.7939641 Edm = 19.235 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297675.52329 Edm = 27.3622 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297615.9500061 Edm = 2.33395 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297613.6130583 Edm = 0.131844 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297613.4418807 Edm = 0.0626439 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297613.2305703 Edm = 0.0747059 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297613.1200757 Edm = 0.0196805 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297613.0840764 Edm = 0.0238734 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297612.9419538 Edm = 0.100556 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297611.7105569 Edm = 1.17734 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297607.0657337 Edm = 5.62885 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297606.8769991 Edm = 0.450327 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297597.3439889 Edm = 5.80644 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297571.2928656 Edm = 32.3053 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297561.0018799 Edm = 4.3365 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297556.0000267 Edm = 0.0692899 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297555.91265 Edm = 0.0139105 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297555.8724394 Edm = 0.0209724 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297555.662534 Edm = 0.125435 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297554.2541598 Edm = 1.15914 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297553.8939434 Edm = 0.797941 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297553.263635 Edm = 0.639611 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297551.1267987 Edm = 0.292895 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297550.7661683 Edm = 0.0770457 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297550.316641 Edm = 0.379948 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297511.9833706 Edm = 14.5982 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297485.6116275 Edm = 4.87503 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297478.8658805 Edm = 1.06666 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297476.8579362 Edm = 1.64914 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297475.9550695 Edm = 0.438881 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297474.9332226 Edm = 0.188531 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297474.7547646 Edm = 0.0443367 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297474.6865171 Edm = 0.0359363 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297474.6452659 Edm = 0.0475396 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297474.5149918 Edm = 0.0338742 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297474.429637 Edm = 0.0825476 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297474.3921738 Edm = 0.02241 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297474.3333969 Edm = 0.0161351 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297474.2792074 Edm = 0.0217105 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297474.1592155 Edm = 0.242936 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297473.7541931 Edm = 0.350994 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297472.4956352 Edm = 1.81433 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297462.7320827 Edm = 7.6203 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297451.516579 Edm = 13.2924 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297441.3733226 Edm = 8.70987 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297437.9698588 Edm = 1.83547 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297436.554232 Edm = 0.226855 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297436.3115836 Edm = 0.0442758 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297436.2554628 Edm = 0.0411609 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297436.1749053 Edm = 0.0399013 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297436.1123731 Edm = 0.0192214 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297436.0523178 Edm = 0.0278949 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297436.0351072 Edm = 0.010695 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297436.0194129 Edm = 0.00453132 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297435.9937827 Edm = 0.007709 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297435.9857215 Edm = 0.020683 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297435.9536892 Edm = 0.0193729 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297435.8599548 Edm = 0.0881819 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297435.6867547 Edm = 0.312113 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297435.342473 Edm = 0.373548 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297434.6356818 Edm = 0.80243 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297430.3997346 Edm = 1.36998 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297430.3921176 Edm = 0.0346191 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297430.1971228 Edm = 0.122847 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297428.0025753 Edm = 0.46757 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297427.4868523 Edm = 0.23268 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297427.3367785 Edm = 0.0185991 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297427.2578983 Edm = 0.0551581 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297426.9615486 Edm = 0.0713805 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297426.7932414 Edm = 0.0947056 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297426.5561741 Edm = 0.107069 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297426.2544658 Edm = 0.0649842 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297426.0897377 Edm = 0.0208836 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297426.0424405 Edm = 0.0151032 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297426.0297785 Edm = 0.00927212 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297426.0187224 Edm = 0.00241719 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297426.0130741 Edm = 0.0010898 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297426.0049432 Edm = 0.00575345 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297425.9896504 Edm = 0.0254137 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297425.8257541 Edm = 0.238669 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297425.6943923 Edm = 0.139411 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297412.7936529 Edm = 77.1284 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297400.0674576 Edm = 8.23083 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297392.0564414 Edm = 1.3699 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297389.8497411 Edm = 0.253819 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297389.6088837 Edm = 0.0187438 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297389.5904571 Edm = 0.00214353 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297389.5864457 Edm = 0.00179146 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297389.5514039 Edm = 0.0321043 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297388.8906645 Edm = 0.548982 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297383.892522 Edm = 1.43175 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297381.9216611 Edm = 0.237165 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297381.6203093 Edm = 0.151538 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297381.2853278 Edm = 0.10818 NCalls = 381 -VariableMetric: Iteration # 118 - FCN = 297381.1227398 Edm = 0.0307181 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297381.0894383 Edm = 0.00700933 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297381.0780383 Edm = 0.00239448 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297381.0756308 Edm = 0.000290329 NCalls = 390 -VariableMetric: Iteration # 122 - FCN = 297381.0749799 Edm = 0.000295428 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297381.0687222 Edm = 0.00629391 NCalls = 396 -VariableMetric: Iteration # 124 - FCN = 297380.7540586 Edm = 0.251476 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297380.7477664 Edm = 0.000399744 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297380.7463173 Edm = 0.00139138 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297380.7365641 Edm = 0.00763523 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297380.6517011 Edm = 0.0760681 NCalls = 414 -VariableMetric: Iteration # 129 - FCN = 297380.1206847 Edm = 0.486996 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297379.0990052 Edm = 0.450875 NCalls = 421 -VariableMetric: Iteration # 131 - FCN = 297378.8059808 Edm = 1.7379 NCalls = 423 -VariableMetric: Iteration # 132 - FCN = 297376.8705782 Edm = 1.18337 NCalls = 426 -VariableMetric: Iteration # 133 - FCN = 297375.9400593 Edm = 0.128739 NCalls = 430 -VariableMetric: Iteration # 134 - FCN = 297375.794919 Edm = 0.0123592 NCalls = 432 -VariableMetric: Iteration # 135 - FCN = 297375.7787631 Edm = 0.0117248 NCalls = 434 -VariableMetric: Iteration # 136 - FCN = 297375.6837002 Edm = 0.00906634 NCalls = 438 -VariableMetric: Iteration # 137 - FCN = 297375.6745969 Edm = 0.000204731 NCalls = 439 -VariableMetric: Iteration # 138 - FCN = 297375.6743371 Edm = 0.000123239 NCalls = 441 -VariableMetric: Iteration # 139 - FCN = 297375.6737843 Edm = 0.000502137 NCalls = 444 -VariableMetric: Iteration # 140 - FCN = 297375.6712396 Edm = 0.000790718 NCalls = 448 -VariableMetric: Iteration # 141 - FCN = 297375.6570646 Edm = 0.0122933 NCalls = 452 -VariableMetric: Iteration # 142 - FCN = 297374.9905175 Edm = 0.299587 NCalls = 457 -VariableMetric: Iteration # 143 - FCN = 297374.5751474 Edm = 0.0369711 NCalls = 460 -VariableMetric: Iteration # 144 - FCN = 297374.536987 Edm = 0.00136189 NCalls = 461 -VariableMetric: Iteration # 145 - FCN = 297374.5355572 Edm = 8.60983e-05 NCalls = 463 -VariableMetric: Iteration # 146 - FCN = 297374.5354626 Edm = 4.30126e-05 NCalls = 465 -VariableMetric: After Hessian - FCN = 297374.5354626 Edm = 4.02683 NCalls = 942 -VariableMetric: Iteration # 147 - FCN = 297374.5354626 Edm = 4.02683 NCalls = 942 -VariableMetric: Iteration # 148 - FCN = 297371.8501365 Edm = 0.847972 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297371.3655718 Edm = 0.116431 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297371.1523847 Edm = 0.0873817 NCalls = 948 -VariableMetric: Iteration # 151 - FCN = 297371.0393638 Edm = 0.170252 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 297370.9294517 Edm = 0.174467 NCalls = 953 -VariableMetric: Iteration # 153 - FCN = 297370.8186013 Edm = 0.132953 NCalls = 958 -VariableMetric: Iteration # 154 - FCN = 297370.7029536 Edm = 0.19736 NCalls = 961 -VariableMetric: Iteration # 155 - FCN = 297370.4964367 Edm = 0.160473 NCalls = 964 -VariableMetric: Iteration # 156 - FCN = 297370.2380422 Edm = 0.441402 NCalls = 967 -VariableMetric: Iteration # 157 - FCN = 297369.9766616 Edm = 0.438644 NCalls = 969 -VariableMetric: Iteration # 158 - FCN = 297369.5643393 Edm = 0.208156 NCalls = 972 -VariableMetric: Iteration # 159 - FCN = 297369.47175 Edm = 0.202636 NCalls = 975 -VariableMetric: Iteration # 160 - FCN = 297369.0993009 Edm = 0.262979 NCalls = 978 -VariableMetric: Iteration # 161 - FCN = 297368.6735589 Edm = 0.461191 NCalls = 982 -VariableMetric: Iteration # 162 - FCN = 297367.9501078 Edm = 0.696878 NCalls = 984 -VariableMetric: Iteration # 163 - FCN = 297367.6834326 Edm = 0.418402 NCalls = 986 -VariableMetric: Iteration # 164 - FCN = 297367.2316774 Edm = 0.269914 NCalls = 989 -VariableMetric: Iteration # 165 - FCN = 297366.9687021 Edm = 0.181416 NCalls = 992 -VariableMetric: Iteration # 166 - FCN = 297366.8651269 Edm = 0.202752 NCalls = 994 -VariableMetric: Iteration # 167 - FCN = 297366.7716509 Edm = 0.0422698 NCalls = 996 -VariableMetric: Iteration # 168 - FCN = 297366.7366526 Edm = 0.0111804 NCalls = 998 -VariableMetric: Iteration # 169 - FCN = 297366.7293255 Edm = 0.00150043 NCalls = 1000 -VariableMetric: Iteration # 170 - FCN = 297366.7278892 Edm = 8.13797e-05 NCalls = 1002 -VariableMetric: Iteration # 171 - FCN = 297366.7278106 Edm = 7.83364e-06 NCalls = 1003 -VariableMetric: After Hessian - FCN = 297366.7278106 Edm = 1.0446e-05 NCalls = 1496 -VariableMetric: Iteration # 172 - FCN = 297366.7278106 Edm = 1.0446e-05 NCalls = 1496 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302297.5376569 Edm = 10.0699 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302297.5376569 Edm = 10.0699 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298184.4225943 Edm = 10.5679 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298168.7820859 Edm = 6.11773 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298152.2820613 Edm = 12.6189 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297804.5345132 Edm = 10.0323 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297786.4981239 Edm = 0.239709 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297785.6470169 Edm = 0.639949 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297748.3591456 Edm = 22.737 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297656.0108691 Edm = 7.12126 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297650.7972417 Edm = 0.0998153 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297650.6202338 Edm = 0.0559761 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297629.0595425 Edm = 18.7786 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297439.2801627 Edm = 19.2228 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297418.1618784 Edm = 0.497154 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297417.3418701 Edm = 0.0274968 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297417.2942903 Edm = 0.00754707 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297417.115533 Edm = 0.166006 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297387.7727119 Edm = 13.0005 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297364.9174123 Edm = 10.9387 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297357.8425728 Edm = 4.71928 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297353.3856937 Edm = 0.924793 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297352.247438 Edm = 0.0615929 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297352.179351 Edm = 0.0140044 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297352.1434487 Edm = 0.0344887 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297351.7956894 Edm = 0.413896 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297343.9698872 Edm = 3.72737 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297338.106047 Edm = 9.54298 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297332.5497627 Edm = 2.51464 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297329.4380112 Edm = 1.1287 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297327.3776183 Edm = 0.620927 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297326.9309321 Edm = 0.297916 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297326.7727648 Edm = 0.0247579 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297326.7424366 Edm = 0.0151177 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297326.541455 Edm = 0.190131 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297323.5822711 Edm = 2.63477 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297310.2708298 Edm = 4.96143 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297308.5471 Edm = 0.288448 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297308.3696305 Edm = 0.016458 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297308.3548176 Edm = 0.00139722 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297308.3461257 Edm = 0.00848705 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297308.0390057 Edm = 0.332634 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297307.857421 Edm = 0.176576 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297301.6179656 Edm = 0.888529 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297300.5080318 Edm = 0.322668 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297300.238794 Edm = 0.197461 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297299.9895447 Edm = 0.0421881 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297299.9467912 Edm = 0.00576459 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297299.9367842 Edm = 0.000518613 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297299.9353929 Edm = 0.000805817 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297299.8923748 Edm = 0.0477717 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297299.7092444 Edm = 0.207502 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297299.6984857 Edm = 0.0115282 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297299.6685106 Edm = 0.0318578 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297299.2329154 Edm = 0.307577 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297297.2760717 Edm = 0.653967 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297296.9171542 Edm = 0.131776 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297296.7176433 Edm = 0.0870739 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297296.6391171 Edm = 0.0388934 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297296.5542377 Edm = 0.00428727 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297296.5485901 Edm = 0.000323739 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297296.5480263 Edm = 0.000176649 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297296.5435246 Edm = 0.00422251 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297296.1438797 Edm = 0.648966 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297295.3452598 Edm = 0.355294 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297294.6473389 Edm = 0.0539795 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297294.5762916 Edm = 0.00504258 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297294.5700057 Edm = 0.000367179 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297294.5694876 Edm = 8.11468e-05 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297294.5688396 Edm = 0.000448722 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297294.5609372 Edm = 0.00576648 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297294.4395317 Edm = 0.18572 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297294.1019148 Edm = 0.279383 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297293.1173868 Edm = 0.952937 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297292.9003954 Edm = 0.0605618 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297292.7852564 Edm = 0.0399835 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297292.7455046 Edm = 0.0148657 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297292.726488 Edm = 0.00414147 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297292.7235956 Edm = 0.00221526 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297292.7212632 Edm = 0.000242038 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297292.7203258 Edm = 0.000373266 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297292.7183584 Edm = 0.00018325 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297292.718106 Edm = 3.11173e-05 NCalls = 266 -VariableMetric: After Hessian - FCN = 297292.718106 Edm = 465.013 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297292.718106 Edm = 465.013 NCalls = 747 -VariableMetric: Iteration # 83 - FCN = 297291.7393313 Edm = 135.82 NCalls = 753 -VariableMetric: Iteration # 84 - FCN = 297288.5544838 Edm = 8.69509 NCalls = 757 -VariableMetric: Iteration # 85 - FCN = 297282.4416762 Edm = 1.43596 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297281.4908208 Edm = 0.996454 NCalls = 765 -VariableMetric: Iteration # 87 - FCN = 297280.7493649 Edm = 2.19992 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297276.9970732 Edm = 2.44481 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297275.648429 Edm = 0.656524 NCalls = 772 -VariableMetric: Iteration # 90 - FCN = 297274.6116859 Edm = 0.705499 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297273.4390158 Edm = 0.305383 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297272.7481643 Edm = 0.484433 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 297270.9467444 Edm = 1.09093 NCalls = 783 -VariableMetric: Iteration # 94 - FCN = 297270.631757 Edm = 0.662086 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297270.1327638 Edm = 0.322567 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297269.6823575 Edm = 0.212554 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297269.3834675 Edm = 0.189919 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297269.1272771 Edm = 0.0270563 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297269.0676254 Edm = 0.0340327 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297268.9602552 Edm = 0.0528387 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297268.8805 Edm = 0.0160088 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297268.7985864 Edm = 0.0503725 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297268.6452717 Edm = 0.0192696 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297268.6036311 Edm = 0.0193824 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297268.5482839 Edm = 0.048542 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297268.4626173 Edm = 0.0216935 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297268.3985052 Edm = 0.0319923 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297268.3430897 Edm = 0.0335733 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297268.2970929 Edm = 0.00818429 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297268.279106 Edm = 0.0073777 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297268.2585781 Edm = 0.00850075 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297268.2412949 Edm = 0.00223146 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297268.2373729 Edm = 0.00172107 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297268.2007737 Edm = 0.0181747 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297268.1703559 Edm = 0.0176916 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297268.1501903 Edm = 0.0180866 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297268.0603447 Edm = 0.0632329 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297267.9428071 Edm = 0.0332632 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297267.9282804 Edm = 0.0216704 NCalls = 850 -VariableMetric: Iteration # 120 - FCN = 297267.8983383 Edm = 0.0145 NCalls = 852 -VariableMetric: Iteration # 121 - FCN = 297267.8244858 Edm = 0.0113406 NCalls = 855 -VariableMetric: Iteration # 122 - FCN = 297267.8050362 Edm = 0.0041221 NCalls = 857 -VariableMetric: Iteration # 123 - FCN = 297267.7989001 Edm = 0.0117772 NCalls = 859 -VariableMetric: Iteration # 124 - FCN = 297267.7855699 Edm = 0.00611899 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297267.7712287 Edm = 0.00635518 NCalls = 864 -VariableMetric: Iteration # 126 - FCN = 297267.7457741 Edm = 0.00733041 NCalls = 866 -VariableMetric: Iteration # 127 - FCN = 297267.7332111 Edm = 0.0077883 NCalls = 868 -VariableMetric: Iteration # 128 - FCN = 297267.7148761 Edm = 0.0259838 NCalls = 870 -VariableMetric: Iteration # 129 - FCN = 297267.7003279 Edm = 0.0124816 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297267.6031938 Edm = 0.0210562 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297267.5590811 Edm = 0.159502 NCalls = 879 -VariableMetric: Iteration # 132 - FCN = 297267.5242259 Edm = 0.0128215 NCalls = 881 -VariableMetric: Iteration # 133 - FCN = 297267.4996289 Edm = 0.00619433 NCalls = 884 -VariableMetric: Iteration # 134 - FCN = 297267.4867475 Edm = 0.00882991 NCalls = 886 -VariableMetric: Iteration # 135 - FCN = 297267.4638358 Edm = 0.00905189 NCalls = 890 -VariableMetric: Iteration # 136 - FCN = 297267.4499392 Edm = 0.00363495 NCalls = 892 -VariableMetric: Iteration # 137 - FCN = 297267.4431795 Edm = 0.00476286 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297267.4321548 Edm = 0.00521951 NCalls = 898 -VariableMetric: Iteration # 139 - FCN = 297267.4217114 Edm = 0.00499197 NCalls = 900 -VariableMetric: Iteration # 140 - FCN = 297267.4153998 Edm = 0.00125404 NCalls = 902 -VariableMetric: Iteration # 141 - FCN = 297267.4108596 Edm = 0.00278395 NCalls = 904 -VariableMetric: Iteration # 142 - FCN = 297267.3888789 Edm = 0.00179217 NCalls = 907 -VariableMetric: Iteration # 143 - FCN = 297267.3864715 Edm = 0.000443313 NCalls = 909 -VariableMetric: Iteration # 144 - FCN = 297267.3849456 Edm = 0.000919318 NCalls = 911 -VariableMetric: Iteration # 145 - FCN = 297267.3804586 Edm = 0.000302593 NCalls = 913 -VariableMetric: Iteration # 146 - FCN = 297267.3800134 Edm = 0.000111333 NCalls = 915 -VariableMetric: Iteration # 147 - FCN = 297267.3781892 Edm = 0.00113042 NCalls = 919 -VariableMetric: Iteration # 148 - FCN = 297267.3749789 Edm = 0.000750066 NCalls = 921 -VariableMetric: Iteration # 149 - FCN = 297267.3740515 Edm = 0.000756231 NCalls = 923 -VariableMetric: Iteration # 150 - FCN = 297267.3723566 Edm = 0.000893616 NCalls = 925 -VariableMetric: Iteration # 151 - FCN = 297267.3703478 Edm = 0.000158721 NCalls = 927 -VariableMetric: Iteration # 152 - FCN = 297267.3700795 Edm = 6.03564e-05 NCalls = 929 -VariableMetric: After Hessian - FCN = 297267.3700795 Edm = 0.0910952 NCalls = 1414 -VariableMetric: Iteration # 153 - FCN = 297267.3700795 Edm = 0.0910952 NCalls = 1414 -VariableMetric: Iteration # 154 - FCN = 297267.3605109 Edm = 0.059152 NCalls = 1416 -VariableMetric: Iteration # 155 - FCN = 297267.3580544 Edm = 0.00495991 NCalls = 1418 -VariableMetric: Iteration # 156 - FCN = 297267.3509912 Edm = 0.00673613 NCalls = 1420 -VariableMetric: Iteration # 157 - FCN = 297267.3368175 Edm = 0.00672602 NCalls = 1426 -VariableMetric: Iteration # 158 - FCN = 297267.3302154 Edm = 0.0138893 NCalls = 1429 -VariableMetric: Iteration # 159 - FCN = 297267.3290944 Edm = 0.00122013 NCalls = 1431 -VariableMetric: Iteration # 160 - FCN = 297267.3231893 Edm = 0.00180022 NCalls = 1434 -VariableMetric: Iteration # 161 - FCN = 297267.3171099 Edm = 0.00376925 NCalls = 1437 -VariableMetric: Iteration # 162 - FCN = 297267.3140975 Edm = 0.00222885 NCalls = 1439 -VariableMetric: Iteration # 163 - FCN = 297267.3046849 Edm = 0.00826229 NCalls = 1442 -VariableMetric: Iteration # 164 - FCN = 297267.2980439 Edm = 0.00515621 NCalls = 1445 -VariableMetric: Iteration # 165 - FCN = 297267.290649 Edm = 0.010302 NCalls = 1447 -VariableMetric: Iteration # 166 - FCN = 297267.2836335 Edm = 0.00785739 NCalls = 1450 -VariableMetric: Iteration # 167 - FCN = 297267.2802856 Edm = 0.00371068 NCalls = 1452 -VariableMetric: Iteration # 168 - FCN = 297267.2720278 Edm = 0.00370324 NCalls = 1456 -VariableMetric: Iteration # 169 - FCN = 297267.2687701 Edm = 0.00479241 NCalls = 1458 -VariableMetric: Iteration # 170 - FCN = 297267.2647602 Edm = 0.00192536 NCalls = 1461 -VariableMetric: Iteration # 171 - FCN = 297267.2623045 Edm = 0.00289714 NCalls = 1464 -VariableMetric: Iteration # 172 - FCN = 297267.2593076 Edm = 0.00110126 NCalls = 1466 -VariableMetric: Iteration # 173 - FCN = 297267.2577374 Edm = 0.00060383 NCalls = 1469 -VariableMetric: Iteration # 174 - FCN = 297267.2568567 Edm = 0.000236657 NCalls = 1471 -VariableMetric: Iteration # 175 - FCN = 297267.2564172 Edm = 0.000209888 NCalls = 1473 -VariableMetric: Iteration # 176 - FCN = 297267.2561779 Edm = 0.000183091 NCalls = 1475 -VariableMetric: Iteration # 177 - FCN = 297267.2559549 Edm = 9.19357e-05 NCalls = 1478 -VariableMetric: Iteration # 178 - FCN = 297267.2557805 Edm = 2.10096e-05 NCalls = 1480 -VariableMetric: After Hessian - FCN = 297267.2557805 Edm = 0.00164239 NCalls = 1965 -VariableMetric: Iteration # 179 - FCN = 297267.2557805 Edm = 0.00164239 NCalls = 1965 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327329.3572684 Edm = 114.12 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327329.3572684 Edm = 114.12 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304200.9783687 Edm = 1.20047 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304190.528485 Edm = 2.71603 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300935.9202511 Edm = 124.806 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300935.9202511 Edm = 124.806 NCalls = 33 -VariableMetric: After Hessian - FCN = 300935.9202511 Edm = 2.00783e+08 NCalls = 504 -VariableMetric: Iteration # 5 - FCN = 300935.9202511 Edm = 2.00783e+08 NCalls = 504 -VariableMetric: Iteration # 6 - FCN = 300790.8232852 Edm = 6.37961e+08 NCalls = 513 -VariableMetric: Iteration # 7 - FCN = 300790.8232852 Edm = 6.37961e+08 NCalls = 524 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314049.9216852 Edm = 48.6438 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314049.9216852 Edm = 48.6438 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302621.153226 Edm = 9.71589 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 297863.1947388 Edm = 40.7162 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 297815.8014687 Edm = 8.16119 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297814.3560203 Edm = 0.971866 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297785.2560168 Edm = 3.8595 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297780.988404 Edm = 0.190729 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297773.5523003 Edm = 5.96801 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297709.7495066 Edm = 3.95997 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297705.265555 Edm = 0.0512207 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297705.1910604 Edm = 0.0349345 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297682.819459 Edm = 9.37398 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297658.67306 Edm = 0.443969 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297658.149559 Edm = 0.02412 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297657.9624572 Edm = 0.162516 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297625.9937078 Edm = 20.8935 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297539.1651906 Edm = 22.0821 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297513.4789456 Edm = 7.87813 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297484.4333833 Edm = 6.99014 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297473.0817405 Edm = 2.52216 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297471.2475858 Edm = 1.28117 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297470.6022349 Edm = 0.00907896 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297470.5876115 Edm = 0.00819307 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297467.520337 Edm = 1.6698 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297462.9455249 Edm = 0.927086 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297461.7006995 Edm = 0.1214 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297461.5778018 Edm = 0.0164273 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297461.5653588 Edm = 0.0026921 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297461.5524362 Edm = 0.00495489 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297461.5406419 Edm = 0.00383869 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297458.1994018 Edm = 2.03673 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297448.9393389 Edm = 2.28307 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297447.0793303 Edm = 0.244022 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297446.8230021 Edm = 0.00477227 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297446.8168794 Edm = 0.00163205 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297446.8094953 Edm = 0.00707058 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297446.186268 Edm = 0.61372 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297437.6836961 Edm = 2.28437 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297436.5652092 Edm = 1.03432 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297435.4427595 Edm = 0.335069 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297434.3874458 Edm = 0.518369 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297434.0431781 Edm = 0.184723 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297433.8759304 Edm = 0.0237539 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297433.8432079 Edm = 0.0028607 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297433.8393896 Edm = 0.000895371 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297433.8374967 Edm = 0.000874598 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297433.8252864 Edm = 0.00996871 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297433.0734067 Edm = 0.517372 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297430.9948606 Edm = 0.857219 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297430.4326101 Edm = 0.34991 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297429.9933947 Edm = 0.212957 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297429.6694953 Edm = 0.40915 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297429.2244942 Edm = 0.218071 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297428.8534064 Edm = 0.107309 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297428.7319653 Edm = 0.181238 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297428.4735872 Edm = 0.158931 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297428.2090634 Edm = 0.0840179 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297428.0888301 Edm = 0.0404433 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297428.0330459 Edm = 0.0318269 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297428.0125508 Edm = 0.00417107 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297428.0079671 Edm = 0.000788304 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297428.0064912 Edm = 0.000719722 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297427.9832575 Edm = 0.0229259 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297427.8428216 Edm = 0.128309 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297416.6195363 Edm = 4.0734 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297416.4060866 Edm = 37726.8 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297416.1902815 Edm = 7900.19 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297415.8108983 Edm = 16819.2 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297413.931913 Edm = 5421.9 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297412.2985496 Edm = 1026.34 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297409.5718121 Edm = 735.396 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297406.7656864 Edm = 2396.73 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297403.4552074 Edm = 1213.35 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297401.6476523 Edm = 322.461 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297398.5254132 Edm = 581.041 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297397.0817095 Edm = 23.8689 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297396.7240789 Edm = 486.72 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297395.8783364 Edm = 37.6029 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297395.2570151 Edm = 14.943 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297394.7333733 Edm = 31.0208 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297394.0181842 Edm = 44.3816 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297392.9052086 Edm = 20.134 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297392.1280919 Edm = 28.5423 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297390.4581209 Edm = 4.86577 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297389.6965207 Edm = 2.45805 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297388.8276136 Edm = 4.26603 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297388.3786114 Edm = 3.77074 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297387.5195265 Edm = 1.6687 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297386.3936869 Edm = 2.19788 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297384.8663426 Edm = 3.79462 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297381.8243429 Edm = 2.82635 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297380.852391 Edm = 2.973 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297380.2132268 Edm = 1.70182 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297379.7196958 Edm = 0.427731 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297379.4224423 Edm = 0.14262 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297379.3256465 Edm = 0.123391 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297379.235414 Edm = 0.0951971 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297379.0931667 Edm = 0.139714 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297378.98507 Edm = 0.0893031 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297378.8834453 Edm = 0.0451928 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297378.846997 Edm = 0.0157925 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297378.8350432 Edm = 0.00509177 NCalls = 310 -VariableMetric: Iteration # 102 - FCN = 297378.8311413 Edm = 0.00205309 NCalls = 312 -VariableMetric: Iteration # 103 - FCN = 297378.8287452 Edm = 0.00176866 NCalls = 314 -VariableMetric: Iteration # 104 - FCN = 297378.8273119 Edm = 0.000673501 NCalls = 316 -VariableMetric: Iteration # 105 - FCN = 297378.8262831 Edm = 0.000326462 NCalls = 318 -VariableMetric: Iteration # 106 - FCN = 297378.8247131 Edm = 0.000397426 NCalls = 320 -VariableMetric: Iteration # 107 - FCN = 297378.8239782 Edm = 0.000161573 NCalls = 322 -VariableMetric: Iteration # 108 - FCN = 297378.8233886 Edm = 0.00025176 NCalls = 324 -VariableMetric: Iteration # 109 - FCN = 297378.8223073 Edm = 0.000234702 NCalls = 328 -VariableMetric: Iteration # 110 - FCN = 297378.8220207 Edm = 0.000119286 NCalls = 330 -VariableMetric: Iteration # 111 - FCN = 297378.8218746 Edm = 5.3593e-05 NCalls = 333 -VariableMetric: After Hessian - FCN = 297378.8218746 Edm = 0.000513417 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297378.8218746 Edm = 0.000513417 NCalls = 822 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313555.5537511 Edm = 23.6492 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313555.5537511 Edm = 23.6492 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304000.2286688 Edm = 4.53007 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303891.1735228 Edm = 3.11455 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303856.0320531 Edm = 30.2712 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 303828.7483585 Edm = 50.3119 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 302441.0367471 Edm = 1537.34 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 302412.7742874 Edm = 3.10389 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 301933.8260686 Edm = 55.7008 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 301896.0279176 Edm = 19.159 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 301839.3850874 Edm = 4.07017 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 301810.9648783 Edm = 17.1274 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 301761.0056859 Edm = 49.8573 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 301317.814703 Edm = 8.20065 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 301312.9646941 Edm = 1.28825 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 301309.2543252 Edm = 2.48309 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298341.5559234 Edm = 321.56 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298070.7545467 Edm = 258.191 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297989.292 Edm = 39.7256 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297653.8235571 Edm = 1.03007 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297652.3844296 Edm = 0.399631 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297652.1527822 Edm = 0.0957874 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297652.0656122 Edm = 0.0483298 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297648.8048298 Edm = 0.523391 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297647.9327306 Edm = 0.211235 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297647.8086673 Edm = 0.0406659 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297647.6748445 Edm = 0.0862233 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297641.1978867 Edm = 7.50464 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297640.5889789 Edm = 0.54448 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297589.4380915 Edm = 29.1815 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297531.6202253 Edm = 5.78252 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297530.5573292 Edm = 0.677273 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297530.1030309 Edm = 0.0641335 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297530.0346363 Edm = 0.0337242 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297529.9408942 Edm = 0.0370665 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297529.8465723 Edm = 0.0485633 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297526.7822502 Edm = 2.57178 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297514.8017507 Edm = 8.22486 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297511.223337 Edm = 5.53292 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297504.8734778 Edm = 1.18303 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297503.8177069 Edm = 0.243834 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297503.6231252 Edm = 0.0224409 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297503.6029485 Edm = 0.00202706 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297503.5965119 Edm = 0.00442554 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297503.3847912 Edm = 0.176285 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297495.4402882 Edm = 6.03513 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297483.3221036 Edm = 4.04202 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297481.8895448 Edm = 1.13764 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297480.5113117 Edm = 0.0556306 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297480.4582096 Edm = 0.00788659 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297480.4354089 Edm = 0.0120229 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297480.4105196 Edm = 0.00181106 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297480.4079402 Edm = 0.000978664 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297480.3260847 Edm = 0.0892795 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297480.2472849 Edm = 0.0761144 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297473.0252776 Edm = 0.266876 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297472.6753153 Edm = 0.0853079 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297472.5877911 Edm = 0.0179148 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297472.5691395 Edm = 0.00272703 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297472.5653371 Edm = 0.00130938 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297472.5605415 Edm = 0.00327173 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297472.4910073 Edm = 0.0559686 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297468.6908272 Edm = 2.25538 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297465.4192065 Edm = 0.67662 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297464.9048485 Edm = 0.0713779 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297464.8567845 Edm = 0.00589633 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297464.8512471 Edm = 0.000469659 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297464.8506243 Edm = 0.000144576 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297464.848601 Edm = 0.0017829 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297464.7517062 Edm = 0.0973272 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297463.624122 Edm = 0.35368 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297463.084738 Edm = 0.0343444 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297463.0618289 Edm = 0.000858832 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297463.060893 Edm = 0.000202049 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297463.0598776 Edm = 0.000746022 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297463.0359048 Edm = 0.0104566 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297462.9940132 Edm = 0.0314677 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297462.9240581 Edm = 0.210448 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297462.9175878 Edm = 0.0123241 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297462.7725472 Edm = 0.199257 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297462.5685541 Edm = 0.324682 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297462.3455086 Edm = 0.188289 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297461.7106669 Edm = 0.251906 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297461.4390867 Edm = 0.0173965 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297461.4285335 Edm = 0.00433152 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297461.4187797 Edm = 0.00634271 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297461.1686826 Edm = 0.118145 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297460.9804508 Edm = 0.0244967 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297460.9570147 Edm = 0.00628112 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297460.9473171 Edm = 0.00204617 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297460.9443639 Edm = 0.000481166 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297460.9437002 Edm = 6.36017e-05 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297460.9434821 Edm = 0.000139289 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297460.9375958 Edm = 0.0057985 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297460.8490536 Edm = 0.07845 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297460.3020018 Edm = 0.398456 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297460.0109673 Edm = 0.165526 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297459.9367539 Edm = 0.0845128 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297459.8584613 Edm = 0.0202969 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297459.8236227 Edm = 0.0186827 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297459.741556 Edm = 0.0706877 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297459.6704938 Edm = 0.301276 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297459.4084275 Edm = 0.223068 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297459.2952568 Edm = 0.0784563 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297459.1882186 Edm = 0.00815556 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297459.1800507 Edm = 0.000816073 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297459.1788222 Edm = 0.000204971 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297459.1785781 Edm = 1.08655e-05 NCalls = 337 -VariableMetric: After Hessian - FCN = 297459.1785781 Edm = 3.23565 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297459.1785781 Edm = 3.23565 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297458.8682837 Edm = 1.32568 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297458.7087056 Edm = 1.02145 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297458.2370841 Edm = 0.993829 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297457.8387088 Edm = 2.3 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297457.5691178 Edm = 0.18621 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297457.2683745 Edm = 0.402751 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297456.6154514 Edm = 1.4905 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297456.3370234 Edm = 2.25321 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297455.6627375 Edm = 1.62173 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297455.5537281 Edm = 0.18081 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297453.4263328 Edm = 4.1974 NCalls = 849 -VariableMetric: Iteration # 119 - FCN = 297453.2528262 Edm = 0.524031 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297452.8350634 Edm = 1.49397 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297451.5423131 Edm = 0.991126 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297450.4460455 Edm = 0.338144 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297450.212306 Edm = 0.053778 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297450.1400661 Edm = 0.0516767 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297450.0745238 Edm = 0.0583611 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297449.8029667 Edm = 0.17745 NCalls = 871 -VariableMetric: Iteration # 127 - FCN = 297449.5158678 Edm = 0.154955 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297449.3259822 Edm = 0.0831414 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297449.2572254 Edm = 0.059214 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297449.1517543 Edm = 0.0813799 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297449.0566183 Edm = 0.0906341 NCalls = 882 -VariableMetric: Iteration # 132 - FCN = 297448.92602 Edm = 0.0573534 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297448.8698792 Edm = 0.0912849 NCalls = 888 -VariableMetric: Iteration # 134 - FCN = 297448.7709703 Edm = 0.0281269 NCalls = 891 -VariableMetric: Iteration # 135 - FCN = 297448.7199362 Edm = 0.0214651 NCalls = 894 -VariableMetric: Iteration # 136 - FCN = 297448.6965499 Edm = 0.0259357 NCalls = 896 -VariableMetric: Iteration # 137 - FCN = 297448.661591 Edm = 0.0178901 NCalls = 899 -VariableMetric: Iteration # 138 - FCN = 297448.6369413 Edm = 0.00692869 NCalls = 902 -VariableMetric: Iteration # 139 - FCN = 297448.6266083 Edm = 0.00370159 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297448.6190006 Edm = 0.00278409 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297448.611646 Edm = 0.0032362 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297448.6078558 Edm = 0.00183185 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297448.6053563 Edm = 0.000410387 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297448.6047776 Edm = 8.19922e-05 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297448.6045776 Edm = 8.30722e-05 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297448.6039316 Edm = 0.000440539 NCalls = 919 -VariableMetric: Iteration # 147 - FCN = 297448.6024922 Edm = 0.000230666 NCalls = 921 -VariableMetric: Iteration # 148 - FCN = 297448.6021081 Edm = 0.000134327 NCalls = 923 -VariableMetric: Iteration # 149 - FCN = 297448.6016402 Edm = 0.000366754 NCalls = 925 -VariableMetric: Iteration # 150 - FCN = 297448.6007617 Edm = 0.000475468 NCalls = 928 -VariableMetric: Iteration # 151 - FCN = 297448.6000661 Edm = 7.8882e-05 NCalls = 930 -VariableMetric: After Hessian - FCN = 297448.6000661 Edm = 0.000110317 NCalls = 1417 -VariableMetric: Iteration # 152 - FCN = 297448.6000661 Edm = 0.000110317 NCalls = 1417 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342734.8415327 Edm = 1402.84 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342734.8415327 Edm = 1402.84 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305077.0585281 Edm = 22.7477 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300811.1645097 Edm = 152.808 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 300796.0146301 Edm = 7.65033 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 300778.8492052 Edm = 2.57918 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 300709.1018884 Edm = 97.6534 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 300387.5030561 Edm = 514.563 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 300346.4389196 Edm = 50.7003 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 300255.7105483 Edm = 17.4761 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 300068.8275054 Edm = 252.017 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 299534.943782 Edm = 520.655 NCalls = 62 -VariableMetric: Iteration # 11 - FCN = 299502.3673582 Edm = 285.396 NCalls = 65 -VariableMetric: Iteration # 12 - FCN = 298755.6498417 Edm = 1.4005 NCalls = 72 -VariableMetric: Iteration # 13 - FCN = 298751.5068864 Edm = 1.88946 NCalls = 74 -VariableMetric: Iteration # 14 - FCN = 298736.2265996 Edm = 12.1092 NCalls = 78 -VariableMetric: Iteration # 15 - FCN = 298720.2772603 Edm = 9.83794 NCalls = 81 -VariableMetric: Iteration # 16 - FCN = 298702.2308217 Edm = 12.3665 NCalls = 83 -VariableMetric: Iteration # 17 - FCN = 298677.074416 Edm = 72.1979 NCalls = 86 -VariableMetric: Iteration # 18 - FCN = 298604.986051 Edm = 30.6357 NCalls = 91 -VariableMetric: Iteration # 19 - FCN = 298584.3397993 Edm = 69.0745 NCalls = 93 -VariableMetric: Iteration # 20 - FCN = 298428.4616003 Edm = 187.791 NCalls = 97 -VariableMetric: Iteration # 21 - FCN = 298121.6124409 Edm = 312.393 NCalls = 100 -VariableMetric: Iteration # 22 - FCN = 298090.5771267 Edm = 150.371 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 297982.9304802 Edm = 79.8991 NCalls = 106 -VariableMetric: Iteration # 24 - FCN = 297891.4648437 Edm = 9.39209 NCalls = 109 -VariableMetric: Iteration # 25 - FCN = 297884.7934446 Edm = 2.41435 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297868.9502477 Edm = 17.4167 NCalls = 115 -VariableMetric: Iteration # 27 - FCN = 297673.5535419 Edm = 62.2912 NCalls = 121 -VariableMetric: Iteration # 28 - FCN = 297579.0006399 Edm = 4.11761 NCalls = 123 -VariableMetric: Iteration # 29 - FCN = 297566.7979686 Edm = 1.63082 NCalls = 126 -VariableMetric: Iteration # 30 - FCN = 297563.8892939 Edm = 0.952681 NCalls = 129 -VariableMetric: Iteration # 31 - FCN = 297561.7542579 Edm = 0.508495 NCalls = 132 -VariableMetric: Iteration # 32 - FCN = 297561.1704349 Edm = 0.0330039 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297560.9682566 Edm = 0.24642 NCalls = 137 -VariableMetric: Iteration # 34 - FCN = 297556.7916333 Edm = 3.31607 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297509.2051692 Edm = 20.4134 NCalls = 149 -VariableMetric: Iteration # 36 - FCN = 297439.8794926 Edm = 10.7439 NCalls = 152 -VariableMetric: Iteration # 37 - FCN = 297398.6885115 Edm = 16.8437 NCalls = 158 -VariableMetric: Iteration # 38 - FCN = 297397.1199055 Edm = 11.7997 NCalls = 160 -VariableMetric: Iteration # 39 - FCN = 297389.440504 Edm = 3.03464 NCalls = 162 -VariableMetric: Iteration # 40 - FCN = 297386.5106237 Edm = 0.328972 NCalls = 164 -VariableMetric: Iteration # 41 - FCN = 297386.3100749 Edm = 0.0682864 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297385.9952133 Edm = 0.448894 NCalls = 169 -VariableMetric: Iteration # 43 - FCN = 297380.3881119 Edm = 4.63256 NCalls = 175 -VariableMetric: Iteration # 44 - FCN = 297343.3583494 Edm = 9.50782 NCalls = 178 -VariableMetric: Iteration # 45 - FCN = 297328.9211445 Edm = 1.17314 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297327.4040469 Edm = 0.0538476 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297327.2239145 Edm = 0.0387924 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297327.1735654 Edm = 0.00822293 NCalls = 186 -VariableMetric: Iteration # 49 - FCN = 297327.1449674 Edm = 0.017006 NCalls = 188 -VariableMetric: Iteration # 50 - FCN = 297326.8976697 Edm = 0.217264 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297316.6098268 Edm = 8.53817 NCalls = 197 -VariableMetric: Iteration # 52 - FCN = 297281.1052739 Edm = 23.7098 NCalls = 200 -VariableMetric: Iteration # 53 - FCN = 297246.6906081 Edm = 12.2122 NCalls = 203 -VariableMetric: Iteration # 54 - FCN = 297234.5298972 Edm = 1.28254 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297233.5672102 Edm = 0.456195 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297232.6944901 Edm = 0.633869 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297228.9958231 Edm = 1.02729 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297228.6609261 Edm = 2.43391 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297226.9532474 Edm = 0.486137 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297226.4983762 Edm = 0.0645419 NCalls = 220 -VariableMetric: Iteration # 61 - FCN = 297226.4268568 Edm = 0.00635427 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297226.4175558 Edm = 0.00253168 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297226.3403424 Edm = 0.0633106 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297225.6456279 Edm = 0.628146 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297211.6107073 Edm = 4.1093 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297206.9999809 Edm = 0.366755 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297206.6799634 Edm = 0.00493317 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297206.6744997 Edm = 0.0013229 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297206.6524517 Edm = 0.0193248 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297206.2520111 Edm = 0.380647 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297200.2772209 Edm = 1.20697 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297199.3791711 Edm = 0.365131 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297198.5945931 Edm = 0.130752 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297198.4440109 Edm = 0.020272 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297198.4218427 Edm = 0.00178924 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297198.4193969 Edm = 0.000513282 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297198.4090915 Edm = 0.00880487 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297197.7430737 Edm = 0.816972 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297197.6960273 Edm = 0.0394562 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297196.8341457 Edm = 0.938417 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297196.6114681 Edm = 0.218226 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297196.3906115 Edm = 0.171438 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297193.5598615 Edm = 2.1697 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297192.1029027 Edm = 1.92505 NCalls = 297 -VariableMetric: Iteration # 85 - FCN = 297189.9813517 Edm = 0.305804 NCalls = 302 -VariableMetric: Iteration # 86 - FCN = 297189.6584116 Edm = 0.0124821 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297189.6380001 Edm = 0.00180361 NCalls = 305 -VariableMetric: Iteration # 88 - FCN = 297189.6353796 Edm = 0.000536353 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297189.6339516 Edm = 0.000284515 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297189.6323487 Edm = 0.00133607 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297189.466122 Edm = 0.150257 NCalls = 319 -VariableMetric: Iteration # 92 - FCN = 297188.5955234 Edm = 0.0786154 NCalls = 322 -VariableMetric: Iteration # 93 - FCN = 297188.5142233 Edm = 0.00277535 NCalls = 324 -VariableMetric: Iteration # 94 - FCN = 297188.5105933 Edm = 0.00139903 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297188.5092287 Edm = 8.56234e-05 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297188.5091184 Edm = 2.51785e-05 NCalls = 330 -VariableMetric: After Hessian - FCN = 297188.5091184 Edm = 4560.18 NCalls = 811 -VariableMetric: Iteration # 97 - FCN = 297188.5091184 Edm = 4560.18 NCalls = 811 -VariableMetric: Iteration # 98 - FCN = 297185.5388745 Edm = 5289.6 NCalls = 822 -VariableMetric: Iteration # 99 - FCN = 297184.6751835 Edm = 0.0558574 NCalls = 827 -VariableMetric: Iteration # 100 - FCN = 297183.7296179 Edm = 0.019079 NCalls = 831 -VariableMetric: Iteration # 101 - FCN = 297183.2071137 Edm = 0.0254366 NCalls = 835 -VariableMetric: Iteration # 102 - FCN = 297183.1002934 Edm = 0.0753714 NCalls = 837 -VariableMetric: Iteration # 103 - FCN = 297183.0265754 Edm = 0.0351374 NCalls = 841 -VariableMetric: Iteration # 104 - FCN = 297182.9764167 Edm = 0.012664 NCalls = 843 -VariableMetric: Iteration # 105 - FCN = 297182.8760633 Edm = 0.121798 NCalls = 847 -VariableMetric: Iteration # 106 - FCN = 297182.6566384 Edm = 0.0106504 NCalls = 852 -VariableMetric: Iteration # 107 - FCN = 297182.5145028 Edm = 0.0612574 NCalls = 856 -VariableMetric: Iteration # 108 - FCN = 297182.3877441 Edm = 0.0167609 NCalls = 858 -VariableMetric: Iteration # 109 - FCN = 297182.3244062 Edm = 0.0353768 NCalls = 860 -VariableMetric: Iteration # 110 - FCN = 297182.0419843 Edm = 0.0114219 NCalls = 865 -VariableMetric: Iteration # 111 - FCN = 297182.0279717 Edm = 0.0206109 NCalls = 867 -VariableMetric: Iteration # 112 - FCN = 297182.0123852 Edm = 0.00827092 NCalls = 869 -VariableMetric: Iteration # 113 - FCN = 297181.9521425 Edm = 0.0190112 NCalls = 872 -VariableMetric: Iteration # 114 - FCN = 297181.919832 Edm = 0.00556094 NCalls = 874 -VariableMetric: Iteration # 115 - FCN = 297181.8853109 Edm = 0.0112563 NCalls = 877 -VariableMetric: Iteration # 116 - FCN = 297181.8520956 Edm = 0.0117455 NCalls = 879 -VariableMetric: Iteration # 117 - FCN = 297181.8277845 Edm = 0.00474469 NCalls = 884 -VariableMetric: Iteration # 118 - FCN = 297181.8194019 Edm = 0.00386146 NCalls = 886 -VariableMetric: Iteration # 119 - FCN = 297181.7796507 Edm = 0.053879 NCalls = 891 -VariableMetric: Iteration # 120 - FCN = 297181.6978492 Edm = 0.0244851 NCalls = 896 -VariableMetric: Iteration # 121 - FCN = 297181.6591294 Edm = 0.00163526 NCalls = 898 -VariableMetric: Iteration # 122 - FCN = 297181.6557966 Edm = 0.00114448 NCalls = 900 -VariableMetric: Iteration # 123 - FCN = 297181.615561 Edm = 0.0230751 NCalls = 904 -VariableMetric: Iteration # 124 - FCN = 297181.5487111 Edm = 0.00237703 NCalls = 906 -VariableMetric: Iteration # 125 - FCN = 297181.5440532 Edm = 0.00225794 NCalls = 908 -VariableMetric: Iteration # 126 - FCN = 297181.5052171 Edm = 0.014335 NCalls = 912 -VariableMetric: Iteration # 127 - FCN = 297181.4706507 Edm = 0.00354086 NCalls = 914 -VariableMetric: Iteration # 128 - FCN = 297181.4636734 Edm = 0.000880357 NCalls = 917 -VariableMetric: Iteration # 129 - FCN = 297181.4617491 Edm = 0.00102211 NCalls = 919 -VariableMetric: Iteration # 130 - FCN = 297181.4538586 Edm = 0.00547635 NCalls = 923 -VariableMetric: Iteration # 131 - FCN = 297181.4389803 Edm = 0.000669081 NCalls = 925 -VariableMetric: Iteration # 132 - FCN = 297181.4381873 Edm = 0.000129317 NCalls = 927 -VariableMetric: Iteration # 133 - FCN = 297181.4337408 Edm = 0.00229114 NCalls = 931 -VariableMetric: Iteration # 134 - FCN = 297181.4293207 Edm = 7.95767e-05 NCalls = 933 -VariableMetric: Iteration # 135 - FCN = 297181.4291612 Edm = 8.29194e-05 NCalls = 935 -VariableMetric: Iteration # 136 - FCN = 297181.4256979 Edm = 0.000870131 NCalls = 940 -VariableMetric: Iteration # 137 - FCN = 297181.424515 Edm = 3.97384e-05 NCalls = 942 -VariableMetric: After Hessian - FCN = 297181.424515 Edm = 0.0664324 NCalls = 1429 -VariableMetric: Iteration # 138 - FCN = 297181.424515 Edm = 0.0664324 NCalls = 1429 -VariableMetric: Iteration # 139 - FCN = 297181.3671399 Edm = 0.0143437 NCalls = 1431 -VariableMetric: Iteration # 140 - FCN = 297181.3244706 Edm = 0.00958061 NCalls = 1433 -VariableMetric: Iteration # 141 - FCN = 297181.305866 Edm = 0.00135823 NCalls = 1435 -VariableMetric: Iteration # 142 - FCN = 297181.3042161 Edm = 0.000103713 NCalls = 1437 -VariableMetric: Iteration # 143 - FCN = 297181.3041056 Edm = 4.03566e-06 NCalls = 1439 -VariableMetric: After Hessian - FCN = 297181.3041056 Edm = 3.94829e-06 NCalls = 1942 -VariableMetric: Iteration # 144 - FCN = 297181.3041056 Edm = 3.94829e-06 NCalls = 1942 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311698.1110761 Edm = 19.5795 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311698.1110761 Edm = 19.5795 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299922.6214805 Edm = 12.0824 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299902.722833 Edm = 76.5043 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298202.5242185 Edm = 1.12599 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298197.8744635 Edm = 9.82383 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298184.2857914 Edm = 3.5032 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298098.1872629 Edm = 76.8598 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297808.4767982 Edm = 3.57858 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297806.0941474 Edm = 0.109837 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297805.9711457 Edm = 0.0309522 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297805.3817516 Edm = 0.588938 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297764.3981968 Edm = 0.872191 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297682.5774353 Edm = 0.63004 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297681.8116284 Edm = 0.0110179 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297681.7608925 Edm = 0.0367577 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297677.7556614 Edm = 3.271 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297536.2855773 Edm = 19.3921 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297506.9515608 Edm = 0.292214 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297506.659551 Edm = 0.0115272 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297506.6465006 Edm = 0.00895922 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297506.4595065 Edm = 0.197383 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297498.7789162 Edm = 1.61218 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297466.1719465 Edm = 12.9971 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297425.4084228 Edm = 9.24352 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297396.9832771 Edm = 10.5912 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297392.3422476 Edm = 4.35963 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297387.0514498 Edm = 1.49778 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297385.2594817 Edm = 0.0598374 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297385.2037026 Edm = 0.00594244 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297385.1973271 Edm = 0.00314728 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297385.1134677 Edm = 0.0878788 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297381.4882741 Edm = 0.165243 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297360.0497884 Edm = 3.96426 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297355.878274 Edm = 0.765604 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297355.2887996 Edm = 0.0449341 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297355.246027 Edm = 0.00540562 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297355.2348692 Edm = 0.00439951 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297355.2121287 Edm = 0.0174683 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297354.8693667 Edm = 0.332464 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297337.8483389 Edm = 17.8409 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297337.317163 Edm = 0.792078 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297329.5204099 Edm = 2.23804 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297326.5416338 Edm = 0.291151 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297326.3786877 Edm = 0.0225887 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297326.3602275 Edm = 0.00219262 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297326.3587156 Edm = 0.000506423 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297326.35723 Edm = 0.000853669 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297326.3457049 Edm = 0.0102673 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297326.0695877 Edm = 0.298048 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297321.02529 Edm = 1.97299 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297318.4339716 Edm = 0.479461 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297318.0189415 Edm = 0.0347508 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297317.9770874 Edm = 0.00130751 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297317.9753339 Edm = 0.000679611 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297317.9646318 Edm = 0.0115039 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297317.2490435 Edm = 0.0862663 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297315.5534456 Edm = 0.189476 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297315.276124 Edm = 0.0172075 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297315.2579103 Edm = 0.000264718 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297315.2576137 Edm = 2.38973e-05 NCalls = 195 -VariableMetric: After Hessian - FCN = 297315.2576137 Edm = 2.19417 NCalls = 670 -VariableMetric: Iteration # 60 - FCN = 297315.2576137 Edm = 2.19417 NCalls = 670 -VariableMetric: Iteration # 61 - FCN = 297313.173803 Edm = 3.55453 NCalls = 671 -VariableMetric: Iteration # 62 - FCN = 297313.0016815 Edm = 6.04948 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297312.6410579 Edm = 0.875657 NCalls = 676 -VariableMetric: Iteration # 64 - FCN = 297312.0974789 Edm = 0.665502 NCalls = 678 -VariableMetric: Iteration # 65 - FCN = 297311.4215138 Edm = 1.7118 NCalls = 681 -VariableMetric: Iteration # 66 - FCN = 297307.7609038 Edm = 7.31448 NCalls = 687 -VariableMetric: Iteration # 67 - FCN = 297307.2362479 Edm = 3.37964 NCalls = 690 -VariableMetric: Iteration # 68 - FCN = 297303.6754906 Edm = 38.6009 NCalls = 701 -VariableMetric: Iteration # 69 - FCN = 297302.2306265 Edm = 5.51551 NCalls = 705 -VariableMetric: Iteration # 70 - FCN = 297301.3543273 Edm = 4.881 NCalls = 708 -VariableMetric: Iteration # 71 - FCN = 297300.286931 Edm = 0.917112 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297299.7592778 Edm = 1.28488 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297298.9521211 Edm = 0.187452 NCalls = 716 -VariableMetric: Iteration # 74 - FCN = 297298.7325461 Edm = 0.0889344 NCalls = 718 -VariableMetric: Iteration # 75 - FCN = 297298.6277269 Edm = 0.091883 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297298.375441 Edm = 0.112181 NCalls = 724 -VariableMetric: Iteration # 77 - FCN = 297298.1721159 Edm = 0.100915 NCalls = 726 -VariableMetric: Iteration # 78 - FCN = 297298.0262838 Edm = 0.102189 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297297.9175967 Edm = 0.166628 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297297.8197641 Edm = 0.0624998 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297297.7325666 Edm = 0.0291833 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297297.6850816 Edm = 0.0365757 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297297.6635456 Edm = 0.0241779 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297297.6251905 Edm = 0.0186435 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297297.5939754 Edm = 0.030885 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297297.5687813 Edm = 0.0102398 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297297.55713 Edm = 0.0108344 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297297.5505438 Edm = 0.00326285 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297297.5445428 Edm = 0.0010861 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297297.5429075 Edm = 0.000522215 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297297.541964 Edm = 0.000450606 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297297.5412592 Edm = 0.000177087 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297297.5409357 Edm = 0.000167479 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297297.5402473 Edm = 0.000450767 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297297.5387755 Edm = 0.000363882 NCalls = 777 -VariableMetric: Iteration # 96 - FCN = 297297.538253 Edm = 8.98013e-05 NCalls = 779 -VariableMetric: Iteration # 97 - FCN = 297297.5381622 Edm = 3.59129e-05 NCalls = 780 -VariableMetric: After Hessian - FCN = 297297.5381622 Edm = 0.000414994 NCalls = 1265 -VariableMetric: Iteration # 98 - FCN = 297297.5381622 Edm = 0.000414994 NCalls = 1265 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315577.2499806 Edm = 33.5774 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315577.2499806 Edm = 33.5774 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301429.9781457 Edm = 150.877 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299319.5096185 Edm = 1.18755e+07 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299319.5096185 Edm = 1.18755e+07 NCalls = 32 -VariableMetric: After Hessian - FCN = 299319.5096185 Edm = 580373 NCalls = 533 -VariableMetric: Iteration # 4 - FCN = 299319.5096185 Edm = 580373 NCalls = 533 -VariableMetric: Iteration # 5 - FCN = 299319.5096185 Edm = 580373 NCalls = 544 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323125.2070547 Edm = 54.5334 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323125.2070547 Edm = 54.5334 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313998.8801335 Edm = 50.7157 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 313926.5149944 Edm = 95.2477 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 313149.6324803 Edm = 964.196 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297934.9595341 Edm = 1.39181 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297933.0854844 Edm = 0.458223 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297898.6182919 Edm = 5.22383 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297891.1406216 Edm = 1.17889 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297845.7596169 Edm = 26.6908 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297762.6731009 Edm = 0.888345 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297761.6325023 Edm = 0.0196836 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297761.1924769 Edm = 0.580832 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297755.2317105 Edm = 5.01024 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297623.0990355 Edm = 0.641477 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297621.8884618 Edm = 0.049882 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297621.8135592 Edm = 0.0128435 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297619.0080717 Edm = 2.58698 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297571.5724008 Edm = 0.720681 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297570.8647182 Edm = 0.0258842 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297570.8301469 Edm = 0.0136757 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297570.7070824 Edm = 0.0995354 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297554.6932879 Edm = 12.7205 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297502.9933527 Edm = 1.42079 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297501.5256531 Edm = 0.0695728 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297501.441942 Edm = 0.000650629 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297501.4386023 Edm = 0.00252686 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297500.6745277 Edm = 0.715309 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297486.6213402 Edm = 0.379252 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297486.2534984 Edm = 0.00295248 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297486.2508958 Edm = 0.00015622 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297486.2466189 Edm = 0.00436718 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297485.9672497 Edm = 0.00472465 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297480.7848405 Edm = 0.531068 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297479.8835485 Edm = 0.0231948 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297479.8604906 Edm = 0.000508676 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297479.8596715 Edm = 0.000265014 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297479.849915 Edm = 0.0101433 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297479.4073375 Edm = 0.0579972 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297477.4724018 Edm = 0.520519 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297476.5061038 Edm = 0.0660858 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297476.4511811 Edm = 0.00386075 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297476.4472504 Edm = 0.000332501 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297476.4466322 Edm = 0.000339271 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297476.4458735 Edm = 0.00076908 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297476.4159363 Edm = 0.0270568 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297474.5619946 Edm = 0.319088 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297474.1840775 Edm = 0.0219331 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297474.1574118 Edm = 0.00288465 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297474.1549865 Edm = 0.000264527 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297474.1547268 Edm = 3.56648e-05 NCalls = 166 -VariableMetric: After Hessian - FCN = 297474.1547268 Edm = 3.41088 NCalls = 637 -VariableMetric: Iteration # 50 - FCN = 297474.1547268 Edm = 3.41088 NCalls = 637 -VariableMetric: Iteration # 51 - FCN = 297471.7158858 Edm = 1.07236 NCalls = 639 -VariableMetric: Iteration # 52 - FCN = 297470.802786 Edm = 1.33531 NCalls = 641 -VariableMetric: Iteration # 53 - FCN = 297470.1316908 Edm = 0.349364 NCalls = 645 -VariableMetric: Iteration # 54 - FCN = 297469.5856336 Edm = 0.396742 NCalls = 647 -VariableMetric: Iteration # 55 - FCN = 297469.048336 Edm = 1.48696 NCalls = 649 -VariableMetric: Iteration # 56 - FCN = 297468.6712912 Edm = 0.411106 NCalls = 652 -VariableMetric: Iteration # 57 - FCN = 297468.4658467 Edm = 0.273083 NCalls = 655 -VariableMetric: Iteration # 58 - FCN = 297467.3988758 Edm = 1.20775 NCalls = 659 -VariableMetric: Iteration # 59 - FCN = 297465.9969355 Edm = 2.71086 NCalls = 663 -VariableMetric: Iteration # 60 - FCN = 297464.2677729 Edm = 1.78649 NCalls = 667 -VariableMetric: Iteration # 61 - FCN = 297464.1387547 Edm = 0.318976 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297462.125381 Edm = 2.45604 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297461.8287691 Edm = 0.527854 NCalls = 681 -VariableMetric: Iteration # 64 - FCN = 297460.7873279 Edm = 3.92916 NCalls = 686 -VariableMetric: Iteration # 65 - FCN = 297459.7317282 Edm = 1.47151 NCalls = 691 -VariableMetric: Iteration # 66 - FCN = 297458.9338789 Edm = 1.12993 NCalls = 695 -VariableMetric: Iteration # 67 - FCN = 297458.1500977 Edm = 1.34872 NCalls = 699 -VariableMetric: Iteration # 68 - FCN = 297457.3936759 Edm = 0.439767 NCalls = 703 -VariableMetric: Iteration # 69 - FCN = 297456.813094 Edm = 0.533405 NCalls = 705 -VariableMetric: Iteration # 70 - FCN = 297455.4647178 Edm = 1.47446 NCalls = 709 -VariableMetric: Iteration # 71 - FCN = 297454.7534166 Edm = 0.729096 NCalls = 712 -VariableMetric: Iteration # 72 - FCN = 297454.2387409 Edm = 0.0706567 NCalls = 715 -VariableMetric: Iteration # 73 - FCN = 297454.1857719 Edm = 0.00721412 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297454.1776653 Edm = 0.00211756 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297454.1741997 Edm = 0.000674503 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297454.1732771 Edm = 0.000135019 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297454.1731296 Edm = 5.14203e-05 NCalls = 725 -VariableMetric: After Hessian - FCN = 297454.1731296 Edm = 8.20745e-05 NCalls = 1202 -VariableMetric: Iteration # 78 - FCN = 297454.1731296 Edm = 8.20745e-05 NCalls = 1202 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306078.6527164 Edm = 15.532 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306078.6527164 Edm = 15.532 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298285.0061088 Edm = 1.47631 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298272.2970713 Edm = 1.17986 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298217.7106628 Edm = 43.9489 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298063.4212401 Edm = 21.5047 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298051.3292814 Edm = 1.85437 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298007.6627667 Edm = 33.6054 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297558.8527343 Edm = 21.2553 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297535.6630769 Edm = 2.94524 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297533.4504216 Edm = 0.091562 NCalls = 31 -VariableMetric: Iteration # 10 - FCN = 297533.1788554 Edm = 0.189889 NCalls = 33 -VariableMetric: Iteration # 11 - FCN = 297487.8112485 Edm = 33.2117 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297361.851789 Edm = 8.34901 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297351.7984573 Edm = 1.27727 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297349.8798623 Edm = 0.0117904 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297349.8238598 Edm = 0.0384737 NCalls = 48 -VariableMetric: Iteration # 16 - FCN = 297341.8542007 Edm = 4.81934 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297300.6747656 Edm = 3.42834 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297296.9881261 Edm = 0.253926 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297296.8251813 Edm = 0.0105786 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297296.8115165 Edm = 0.00805762 NCalls = 64 -VariableMetric: Iteration # 21 - FCN = 297296.7212508 Edm = 0.0932464 NCalls = 68 -VariableMetric: Iteration # 22 - FCN = 297289.6164887 Edm = 0.871684 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297259.7250579 Edm = 2.13716 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297257.7215963 Edm = 0.208856 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297257.5956919 Edm = 0.0103281 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297257.5802512 Edm = 0.00357286 NCalls = 84 -VariableMetric: Iteration # 27 - FCN = 297257.5669678 Edm = 0.00470791 NCalls = 86 -VariableMetric: Iteration # 28 - FCN = 297256.6953211 Edm = 0.822605 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297234.6311526 Edm = 2.69616 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297233.0789267 Edm = 0.558037 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297232.2562413 Edm = 0.206718 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297231.8601515 Edm = 0.0383975 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297231.8225989 Edm = 0.00233321 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297231.8191207 Edm = 0.00070102 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297231.805682 Edm = 0.0131329 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297230.995408 Edm = 0.421119 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297226.5726836 Edm = 2.739 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297224.2559241 Edm = 0.466973 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297223.7912511 Edm = 0.0401684 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297223.7343378 Edm = 0.00934895 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297223.7235783 Edm = 0.00122383 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297223.7221836 Edm = 0.000489158 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297223.7206742 Edm = 0.000974717 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297223.6998688 Edm = 0.0177314 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297222.5463951 Edm = 1.28733 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297220.7882687 Edm = 1.51641 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297216.3245398 Edm = 3.16405 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297212.9872556 Edm = 1.1973 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297210.7870682 Edm = 3.24008 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297209.9321003 Edm = 1.76854 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297206.0985308 Edm = 1.86781 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297202.9772486 Edm = 8.80613 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297198.5046568 Edm = 3.13766 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297197.1869589 Edm = 3.30042 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297195.603492 Edm = 0.168339 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297195.4644128 Edm = 0.0636392 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297195.4087115 Edm = 0.012414 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297195.3866601 Edm = 0.00860645 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297195.3702065 Edm = 0.0125151 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297195.2617075 Edm = 0.107878 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297194.3774953 Edm = 0.673663 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297189.0234539 Edm = 3.66712 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297182.6101841 Edm = 1.37176 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297181.1759983 Edm = 0.320706 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297180.7603231 Edm = 0.0741415 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297180.6869401 Edm = 0.0210898 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297180.6689653 Edm = 0.00157364 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297180.6672091 Edm = 0.000194519 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297180.6664578 Edm = 0.000655456 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297180.6548803 Edm = 0.00998074 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297180.5521737 Edm = 0.0977371 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297179.2566151 Edm = 0.72208 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297176.6615834 Edm = 0.200131 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297176.4567859 Edm = 0.00344298 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297176.4532552 Edm = 8.64763e-05 NCalls = 234 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306076.653328 Edm = 18.2605 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306076.653328 Edm = 18.2605 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303923.6889217 Edm = 3.30782 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303909.3645667 Edm = 4.51855 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303868.1820211 Edm = 45.7466 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302666.0274956 Edm = 259.913 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299826.7412048 Edm = 2477.53 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299073.7854513 Edm = 1933.22 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298064.3541833 Edm = 0.709608 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298061.2354042 Edm = 0.622868 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298059.1172184 Edm = 0.760484 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297926.053561 Edm = 15.419 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297894.5356333 Edm = 1.82098 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297892.9109411 Edm = 0.131934 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297892.3766981 Edm = 0.45261 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297862.4240663 Edm = 21.0446 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297654.3094614 Edm = 34.9 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297602.6187286 Edm = 0.908016 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297601.3632516 Edm = 0.0433349 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297600.8069786 Edm = 0.512439 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297583.4882222 Edm = 18.367 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297583.2849006 Edm = 0.149193 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297526.9628928 Edm = 14.874 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297467.8050387 Edm = 6.25087 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297459.2240812 Edm = 0.173975 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297458.9992494 Edm = 0.00889475 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297458.9816342 Edm = 0.0111295 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297458.1402772 Edm = 0.777722 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297442.4459333 Edm = 2.6025 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297439.3361645 Edm = 0.311933 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297439.1383847 Edm = 0.0850868 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297439.0359004 Edm = 0.037922 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297434.5734309 Edm = 3.76759 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297412.0213472 Edm = 0.473894 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297411.4667607 Edm = 0.0131979 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297411.4460032 Edm = 0.00246527 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297411.4375387 Edm = 0.00418664 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297411.4147073 Edm = 0.0157873 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297409.8628645 Edm = 1.58249 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297390.1531522 Edm = 1.94988 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297388.1787341 Edm = 0.111642 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297388.1075608 Edm = 0.0050072 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297388.1014904 Edm = 0.000596698 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297388.1006904 Edm = 0.000584737 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297388.0927759 Edm = 0.0072966 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297384.7592765 Edm = 2.02228 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297377.9838579 Edm = 0.68939 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297377.2478173 Edm = 0.148368 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297377.101161 Edm = 0.0267605 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297377.0755755 Edm = 0.00111376 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297377.0743074 Edm = 0.000101552 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297377.0730833 Edm = 0.00118868 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297376.9672516 Edm = 0.0567704 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297375.8041011 Edm = 0.676008 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297373.7902166 Edm = 1.57914 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297372.2262332 Edm = 0.676472 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297371.1409936 Edm = 0.539941 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297370.9540891 Edm = 0.161537 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297370.5947163 Edm = 0.105482 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297370.1805862 Edm = 0.0885608 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297370.0937748 Edm = 0.0414311 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297370.0373679 Edm = 0.0850545 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297370.0181615 Edm = 0.0195617 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297369.9765265 Edm = 0.00674267 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297369.9656379 Edm = 0.00515591 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297369.9618267 Edm = 0.00379343 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297369.9556966 Edm = 0.00189411 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297369.9476533 Edm = 0.00499413 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297369.9116868 Edm = 0.0211203 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297369.7567949 Edm = 0.0979336 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297367.7884955 Edm = 2.35902 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297364.687659 Edm = 20.5708 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297364.5084222 Edm = 0.249949 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297364.2217932 Edm = 0.66181 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297363.5385507 Edm = 0.705419 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297361.7600934 Edm = 1.50719 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297357.496298 Edm = 2.5665 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297355.4243074 Edm = 0.191873 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297355.1942603 Edm = 0.0239425 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297355.1710739 Edm = 0.000878306 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297355.1701276 Edm = 0.000261334 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297355.1693118 Edm = 0.000428112 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297355.168464 Edm = 0.000371059 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297355.1633438 Edm = 0.00482518 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297354.9062835 Edm = 0.200899 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297353.4666089 Edm = 0.643318 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297350.2806808 Edm = 4.5087 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297348.1212843 Edm = 0.220609 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297347.8496915 Edm = 0.0782494 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297347.8080802 Edm = 0.0522873 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297347.7432859 Edm = 0.0285712 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297347.7135129 Edm = 0.0106092 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297347.7021998 Edm = 0.00340169 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297347.6971248 Edm = 0.00046365 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297347.696301 Edm = 0.000253506 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297347.6953276 Edm = 0.000576879 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297347.6888644 Edm = 0.00654548 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297347.5595297 Edm = 0.103038 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297345.7414945 Edm = 0.452494 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297344.9147396 Edm = 0.0845405 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297344.8162092 Edm = 0.0434405 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297344.7846006 Edm = 0.00913069 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297344.7741683 Edm = 0.00103478 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297344.7729803 Edm = 0.000139046 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297344.7727622 Edm = 3.45239e-05 NCalls = 324 -VariableMetric: After Hessian - FCN = 297344.7727622 Edm = 9.30792 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297344.7727622 Edm = 9.30792 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297344.5999851 Edm = 89.902 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297343.3841834 Edm = 0.0866548 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297343.3564871 Edm = 0.598099 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297343.0083015 Edm = 10.6983 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297342.9183382 Edm = 0.31532 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297342.8137096 Edm = 0.287937 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297342.6905913 Edm = 0.629461 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297342.6020495 Edm = 0.198823 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297342.1364915 Edm = 1.09851 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297342.0063568 Edm = 0.916479 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297341.6359075 Edm = 2.33981 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297340.0994824 Edm = 3.62428 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297338.9553944 Edm = 2.71127 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297338.4789794 Edm = 1.04003 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297337.750502 Edm = 2.57638 NCalls = 850 -VariableMetric: Iteration # 120 - FCN = 297336.5126196 Edm = 2.15668 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297335.4516694 Edm = 2.15437 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297334.9008484 Edm = 0.624642 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297334.5912574 Edm = 0.46622 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297334.2964744 Edm = 0.214259 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297334.2293853 Edm = 0.0649498 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297334.1839654 Edm = 0.0237378 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297334.166949 Edm = 0.0131793 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297334.1523002 Edm = 0.0173566 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 297334.1329972 Edm = 0.0178847 NCalls = 875 -VariableMetric: Iteration # 130 - FCN = 297334.1186404 Edm = 0.00809554 NCalls = 877 -VariableMetric: Iteration # 131 - FCN = 297334.1120384 Edm = 0.00675165 NCalls = 879 -VariableMetric: Iteration # 132 - FCN = 297334.1028385 Edm = 0.00775283 NCalls = 881 -VariableMetric: Iteration # 133 - FCN = 297334.0934777 Edm = 0.00996227 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297334.0855094 Edm = 0.0102189 NCalls = 886 -VariableMetric: Iteration # 135 - FCN = 297334.0764315 Edm = 0.00370923 NCalls = 889 -VariableMetric: Iteration # 136 - FCN = 297334.072573 Edm = 0.00113443 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297334.0712171 Edm = 0.000885961 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297334.0676881 Edm = 0.00288662 NCalls = 895 -VariableMetric: Iteration # 139 - FCN = 297334.0622393 Edm = 0.00436005 NCalls = 897 -VariableMetric: Iteration # 140 - FCN = 297334.059641 Edm = 0.000329876 NCalls = 899 -VariableMetric: Iteration # 141 - FCN = 297334.0593553 Edm = 4.85848e-05 NCalls = 901 -VariableMetric: After Hessian - FCN = 297334.0593553 Edm = 0.00192203 NCalls = 1386 -VariableMetric: Iteration # 142 - FCN = 297334.0593553 Edm = 0.00192203 NCalls = 1386 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307729.4813271 Edm = 6.21338 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307729.4813271 Edm = 6.21338 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299069.4163117 Edm = 2.8456 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299068.2162713 Edm = 7.02629 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298815.5108179 Edm = 3.28325 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298807.5421733 Edm = 5.38229 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298578.4841169 Edm = 199.1 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297943.3249571 Edm = 56.9587 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297874.2590246 Edm = 1.07966 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297872.7969177 Edm = 0.324471 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297830.2492662 Edm = 36.8032 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297722.5134807 Edm = 11.3707 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297710.5819128 Edm = 0.0551426 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297710.4657176 Edm = 0.0618397 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297700.0882187 Edm = 10.4661 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297698.8662743 Edm = 1.13043 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297646.4034911 Edm = 8.18377 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297628.616253 Edm = 4.0393 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297576.0972955 Edm = 14.9502 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297575.3295406 Edm = 1.99836 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297566.5748843 Edm = 5.94117 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297534.0875694 Edm = 6.68458 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297527.9546334 Edm = 0.349583 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297527.6282451 Edm = 0.0143201 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297527.5983998 Edm = 0.0179147 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297526.6834992 Edm = 0.861769 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297422.7325882 Edm = 7.66042 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297416.0745168 Edm = 1.37607 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297415.0653554 Edm = 0.13788 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297414.8769535 Edm = 0.00449605 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297414.8647094 Edm = 0.00734835 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297414.723288 Edm = 0.0938765 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297404.8669009 Edm = 7.00226 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297374.7035178 Edm = 12.6267 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297364.1746183 Edm = 3.37312 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297360.7818827 Edm = 0.650431 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297360.1158198 Edm = 0.0282926 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297360.0954224 Edm = 0.00317956 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297360.0839869 Edm = 0.0115013 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297359.9938116 Edm = 0.127539 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297357.1827772 Edm = 1.61483 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297346.7550682 Edm = 3.76053 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297337.2315441 Edm = 2.24972 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297336.3465171 Edm = 0.44809 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297335.9443881 Edm = 0.0740516 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297335.8938317 Edm = 0.00747763 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297335.8849925 Edm = 0.00112514 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297335.8791946 Edm = 0.0065148 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297335.7657351 Edm = 0.108234 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297332.369845 Edm = 0.761279 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297331.6672164 Edm = 0.0512483 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297331.6168488 Edm = 0.00245696 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297331.6148849 Edm = 0.000634551 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297331.6141688 Edm = 0.000316954 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297331.6123476 Edm = 0.0015506 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297331.5807886 Edm = 0.0312206 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297330.662615 Edm = 0.76933 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297328.2713144 Edm = 0.173055 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297328.0866854 Edm = 0.00934425 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297328.0784028 Edm = 0.00100483 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297328.0770782 Edm = 0.000575572 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297328.0559542 Edm = 0.0216693 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297327.5050315 Edm = 0.112362 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297325.4180045 Edm = 0.62164 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297324.3720727 Edm = 0.0641484 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297324.2964707 Edm = 0.00200597 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297324.2946154 Edm = 3.82118e-05 NCalls = 210 -VariableMetric: After Hessian - FCN = 297324.2946154 Edm = 34.4584 NCalls = 691 -VariableMetric: Iteration # 66 - FCN = 297324.2946154 Edm = 34.4584 NCalls = 691 -VariableMetric: Iteration # 67 - FCN = 297324.0810772 Edm = 17.2893 NCalls = 695 -VariableMetric: Iteration # 68 - FCN = 297323.3493348 Edm = 0.483999 NCalls = 698 -VariableMetric: Iteration # 69 - FCN = 297322.6332908 Edm = 1.6384 NCalls = 705 -VariableMetric: Iteration # 70 - FCN = 297322.4624716 Edm = 1.14343 NCalls = 706 -VariableMetric: Iteration # 71 - FCN = 297320.8031414 Edm = 2.40008 NCalls = 712 -VariableMetric: Iteration # 72 - FCN = 297320.1987272 Edm = 2.62813 NCalls = 716 -VariableMetric: Iteration # 73 - FCN = 297318.5451827 Edm = 1.78284 NCalls = 720 -VariableMetric: Iteration # 74 - FCN = 297318.0961641 Edm = 0.739635 NCalls = 723 -VariableMetric: Iteration # 75 - FCN = 297316.1941073 Edm = 0.900191 NCalls = 727 -VariableMetric: Iteration # 76 - FCN = 297314.8287645 Edm = 1.58242 NCalls = 730 -VariableMetric: Iteration # 77 - FCN = 297313.9794588 Edm = 0.653176 NCalls = 733 -VariableMetric: Iteration # 78 - FCN = 297313.1950001 Edm = 0.228804 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297312.7762288 Edm = 0.147095 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297312.5292144 Edm = 0.119355 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297312.4333189 Edm = 0.0424911 NCalls = 741 -VariableMetric: Iteration # 82 - FCN = 297312.300662 Edm = 0.038751 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297312.0891171 Edm = 0.095935 NCalls = 746 -VariableMetric: Iteration # 84 - FCN = 297311.9646882 Edm = 0.0627663 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297311.9071017 Edm = 0.0420722 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297311.8258347 Edm = 0.0327887 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297311.7635693 Edm = 0.0211893 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297311.734423 Edm = 0.0106911 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297311.7286622 Edm = 0.00384476 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297311.7230715 Edm = 0.00203124 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297311.7153857 Edm = 0.00276298 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297311.7023807 Edm = 0.0068591 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297311.6491143 Edm = 0.0366108 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297311.6293688 Edm = 0.0327183 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297311.5961151 Edm = 0.0617745 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297311.5371567 Edm = 0.0365452 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297311.4779385 Edm = 0.0384944 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297311.4430335 Edm = 0.0581367 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297311.4102527 Edm = 0.0227473 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297311.3749389 Edm = 0.0168136 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297311.3492176 Edm = 0.0124428 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297311.3332763 Edm = 0.0175864 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297311.3213669 Edm = 0.0161003 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297311.3020182 Edm = 0.00933086 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297311.2780503 Edm = 0.00710238 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297311.2579958 Edm = 0.0155364 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297311.2517151 Edm = 0.0153247 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297311.2387581 Edm = 0.0155824 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297311.2240041 Edm = 0.00580167 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297311.2141136 Edm = 0.00732954 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297311.2055942 Edm = 0.00401962 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297311.2004235 Edm = 0.00626256 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297311.1946919 Edm = 0.00240725 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297311.1897235 Edm = 0.0031493 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297311.1819774 Edm = 0.00733459 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297311.1789358 Edm = 0.00210833 NCalls = 832 -VariableMetric: Iteration # 117 - FCN = 297311.1767697 Edm = 0.00255963 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297311.1736275 Edm = 0.00125079 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297311.1711701 Edm = 0.000508954 NCalls = 840 -VariableMetric: Iteration # 120 - FCN = 297311.1703463 Edm = 0.000437285 NCalls = 842 -VariableMetric: Iteration # 121 - FCN = 297311.1689872 Edm = 0.000923214 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297311.1662814 Edm = 0.00153578 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297311.1638263 Edm = 0.0016122 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297311.1598632 Edm = 0.00223226 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297311.1574896 Edm = 0.00161864 NCalls = 855 -VariableMetric: Iteration # 126 - FCN = 297311.155805 Edm = 0.0004924 NCalls = 858 -VariableMetric: Iteration # 127 - FCN = 297311.1546627 Edm = 0.000433301 NCalls = 860 -VariableMetric: Iteration # 128 - FCN = 297311.1536996 Edm = 0.000347965 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297311.1523745 Edm = 0.000580149 NCalls = 864 -VariableMetric: Iteration # 130 - FCN = 297311.1507415 Edm = 0.000417775 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297311.1498431 Edm = 9.30691e-05 NCalls = 869 -VariableMetric: Iteration # 132 - FCN = 297311.1496904 Edm = 4.19476e-05 NCalls = 871 -VariableMetric: After Hessian - FCN = 297311.1496904 Edm = 0.00133226 NCalls = 1358 -VariableMetric: Iteration # 133 - FCN = 297311.1496904 Edm = 0.00133226 NCalls = 1358 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315142.5295772 Edm = 62.3769 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315142.5295772 Edm = 62.3769 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304960.3370625 Edm = 7.00881 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304882.7828721 Edm = 11.7544 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303819.6816367 Edm = 531.235 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 302371.2416457 Edm = 37.995 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 302337.7033546 Edm = 51.9828 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302314.5733163 Edm = 12.4147 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 302138.8743352 Edm = 70.0183 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 302136.6500699 Edm = 4.86864 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 302064.9485103 Edm = 108.287 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 301852.8701682 Edm = 105.832 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 301735.4823584 Edm = 68.6322 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 301719.18506 Edm = 5.82545 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 301709.5651484 Edm = 4.69636 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 301629.4035165 Edm = 66.3823 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 300484.9634889 Edm = 143.984 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 300362.5978063 Edm = 37.6585 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 300022.1548785 Edm = 113.736 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 299970.3271175 Edm = 156.661 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 299956.2092325 Edm = 4.84458 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 299716.5215667 Edm = 87.9962 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 299546.2281952 Edm = 23.4611 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 299519.3807592 Edm = 3.75724 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 299501.7376957 Edm = 10.882 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 299374.1075564 Edm = 112.345 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 299211.7902237 Edm = 148.442 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 299136.6106991 Edm = 54.56 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 299074.0438643 Edm = 58.3472 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 298818.7424596 Edm = 74.8763 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 298766.2677293 Edm = 184.104 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 298518.2434017 Edm = 29.3553 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 298502.6498887 Edm = 27.7984 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 298474.0806548 Edm = 25.9493 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 298462.9191796 Edm = 1.88191 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 298459.6801893 Edm = 0.910495 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 298454.7477594 Edm = 4.94461 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 298379.4597179 Edm = 51.7187 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297860.5937764 Edm = 24.4602 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297819.1676973 Edm = 41.4586 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297775.9997384 Edm = 8.69967 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297763.4382645 Edm = 0.81611 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297759.204967 Edm = 0.487541 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297756.252318 Edm = 0.953561 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297747.0881614 Edm = 5.7644 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297743.5838509 Edm = 2.11781 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297736.041035 Edm = 6.20356 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297719.3190072 Edm = 1.0787 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297718.4355826 Edm = 0.821939 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297717.4671216 Edm = 0.188866 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297717.0947421 Edm = 0.0670158 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297716.6694547 Edm = 0.246678 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297714.7592072 Edm = 1.43839 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297712.3618926 Edm = 1.6161 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297674.927697 Edm = 27.2337 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297674.7549679 Edm = 2.73459 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297672.3746096 Edm = 5.12119 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297654.8145696 Edm = 3.09927 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297646.4965388 Edm = 10.8782 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297623.9375631 Edm = 8.76217 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297604.2607614 Edm = 12.8835 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297599.7157929 Edm = 1.69805 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297597.8277009 Edm = 0.3003 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297595.9973728 Edm = 1.39274 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297588.8369615 Edm = 6.07455 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297587.1757753 Edm = 1.22768 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297585.2321628 Edm = 0.23378 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297584.544719 Edm = 0.422172 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297583.2512608 Edm = 0.477916 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297582.4341133 Edm = 0.491338 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297581.0940622 Edm = 0.138417 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297580.8741837 Edm = 0.0851288 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297579.6948253 Edm = 1.84303 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297575.131682 Edm = 5.16878 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297502.9932262 Edm = 60.0972 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297502.7192777 Edm = 2.72348 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297495.0012742 Edm = 3.57001 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297489.8486146 Edm = 1.07674 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297484.5838939 Edm = 3.94358 NCalls = 276 -VariableMetric: Iteration # 78 - FCN = 297480.5182512 Edm = 3.52986 NCalls = 278 -VariableMetric: Iteration # 79 - FCN = 297478.4365225 Edm = 0.124794 NCalls = 281 -VariableMetric: Iteration # 80 - FCN = 297478.1989187 Edm = 0.0713355 NCalls = 283 -VariableMetric: Iteration # 81 - FCN = 297477.8611985 Edm = 0.220538 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297476.8678603 Edm = 0.720726 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297452.4069258 Edm = 7.96768 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297445.6842386 Edm = 5.56962 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297442.4876622 Edm = 0.31605 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297442.2927695 Edm = 0.19931 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297441.8890047 Edm = 0.182596 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297441.4080256 Edm = 0.228068 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297439.4023201 Edm = 1.73444 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297409.9828942 Edm = 22.8613 NCalls = 311 -VariableMetric: Iteration # 91 - FCN = 297378.7425387 Edm = 5.42141 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297371.464419 Edm = 0.924707 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297369.4705551 Edm = 0.296955 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297368.9974173 Edm = 0.224772 NCalls = 322 -VariableMetric: Iteration # 95 - FCN = 297368.7954945 Edm = 0.0195425 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297368.7613484 Edm = 0.00774394 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297368.7187323 Edm = 0.0210237 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297368.5877506 Edm = 0.0564446 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297368.0895412 Edm = 0.397993 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297361.025019 Edm = 15.1934 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297360.09157 Edm = 0.94434 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297348.4962156 Edm = 8.3884 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297337.745337 Edm = 3.15006 NCalls = 349 -VariableMetric: Iteration # 104 - FCN = 297336.3342455 Edm = 0.844626 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297334.9961534 Edm = 1.25527 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297327.9141207 Edm = 6.54058 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297327.383936 Edm = 3.5124 NCalls = 361 -VariableMetric: Iteration # 108 - FCN = 297325.0747199 Edm = 4.63117 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297321.6778257 Edm = 1.04722 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297319.961241 Edm = 0.24219 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297319.6004218 Edm = 0.115301 NCalls = 373 -VariableMetric: Iteration # 112 - FCN = 297319.4265082 Edm = 0.0538457 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297319.2619519 Edm = 0.0222006 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297319.2406149 Edm = 0.00798712 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297319.2115274 Edm = 0.0239608 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297318.6126476 Edm = 0.638592 NCalls = 386 -VariableMetric: Iteration # 117 - FCN = 297318.587391 Edm = 0.0205725 NCalls = 388 -VariableMetric: Iteration # 118 - FCN = 297317.3784567 Edm = 1.47061 NCalls = 395 -VariableMetric: Iteration # 119 - FCN = 297317.3227842 Edm = 0.0653006 NCalls = 398 -VariableMetric: Iteration # 120 - FCN = 297317.0461624 Edm = 0.299904 NCalls = 403 -VariableMetric: Iteration # 121 - FCN = 297309.6823888 Edm = 0.723826 NCalls = 410 -VariableMetric: Iteration # 122 - FCN = 297308.8253325 Edm = 7.12261 NCalls = 412 -VariableMetric: Iteration # 123 - FCN = 297306.9999956 Edm = 1.99551 NCalls = 414 -VariableMetric: Iteration # 124 - FCN = 297306.0187642 Edm = 0.457101 NCalls = 416 -VariableMetric: Iteration # 125 - FCN = 297305.6601287 Edm = 0.129422 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297305.5397796 Edm = 0.0290234 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297305.4952194 Edm = 0.00828988 NCalls = 421 -VariableMetric: Iteration # 128 - FCN = 297305.4828603 Edm = 0.00405279 NCalls = 423 -VariableMetric: Iteration # 129 - FCN = 297305.4796251 Edm = 0.000657944 NCalls = 425 -VariableMetric: Iteration # 130 - FCN = 297305.4764026 Edm = 0.00280182 NCalls = 428 -VariableMetric: Iteration # 131 - FCN = 297305.3466331 Edm = 0.095334 NCalls = 434 -VariableMetric: Iteration # 132 - FCN = 297302.735139 Edm = 1.19465 NCalls = 438 -VariableMetric: Iteration # 133 - FCN = 297301.9145869 Edm = 0.57437 NCalls = 440 -VariableMetric: Iteration # 134 - FCN = 297301.4556153 Edm = 0.0871454 NCalls = 442 -VariableMetric: Iteration # 135 - FCN = 297301.3546153 Edm = 0.0175211 NCalls = 444 -VariableMetric: Iteration # 136 - FCN = 297301.3332212 Edm = 0.00202953 NCalls = 446 -VariableMetric: Iteration # 137 - FCN = 297301.330744 Edm = 0.000287118 NCalls = 448 -VariableMetric: Iteration # 138 - FCN = 297301.329917 Edm = 0.000438663 NCalls = 450 -VariableMetric: Iteration # 139 - FCN = 297301.3219018 Edm = 0.00629433 NCalls = 454 -VariableMetric: Iteration # 140 - FCN = 297300.94314 Edm = 0.370949 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297300.8740415 Edm = 0.047334 NCalls = 462 -VariableMetric: Iteration # 142 - FCN = 297298.953695 Edm = 1.22556 NCalls = 466 -VariableMetric: Iteration # 143 - FCN = 297297.9945776 Edm = 0.721515 NCalls = 467 -VariableMetric: Iteration # 144 - FCN = 297297.1224114 Edm = 0.189833 NCalls = 470 -VariableMetric: Iteration # 145 - FCN = 297296.8007458 Edm = 0.0699141 NCalls = 473 -VariableMetric: Iteration # 146 - FCN = 297296.7377842 Edm = 0.00823721 NCalls = 475 -VariableMetric: Iteration # 147 - FCN = 297296.7258243 Edm = 0.000992839 NCalls = 477 -VariableMetric: Iteration # 148 - FCN = 297296.724437 Edm = 0.000563237 NCalls = 479 -VariableMetric: Iteration # 149 - FCN = 297296.7197387 Edm = 0.0018145 NCalls = 482 -VariableMetric: Iteration # 150 - FCN = 297296.7097249 Edm = 0.0082573 NCalls = 484 -VariableMetric: Iteration # 151 - FCN = 297296.5283877 Edm = 0.139845 NCalls = 489 -VariableMetric: Iteration # 152 - FCN = 297295.822617 Edm = 0.352485 NCalls = 491 -VariableMetric: Iteration # 153 - FCN = 297295.5504526 Edm = 0.253147 NCalls = 494 -VariableMetric: Iteration # 154 - FCN = 297295.4381027 Edm = 0.0142091 NCalls = 496 -VariableMetric: Iteration # 155 - FCN = 297295.4250307 Edm = 0.000260906 NCalls = 497 -VariableMetric: Iteration # 156 - FCN = 297295.4247619 Edm = 2.72186e-05 NCalls = 498 -VariableMetric: After Hessian - FCN = 297295.4247619 Edm = 674.794 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297295.4247619 Edm = 674.794 NCalls = 977 -VariableMetric: Iteration # 158 - FCN = 297293.5010251 Edm = 3266.08 NCalls = 981 -VariableMetric: Iteration # 159 - FCN = 297291.2215144 Edm = 5.12987 NCalls = 992 -VariableMetric: Iteration # 160 - FCN = 297291.1444894 Edm = 1104.14 NCalls = 1002 -VariableMetric: Iteration # 161 - FCN = 297291.1386242 Edm = 1094.74 NCalls = 1007 -VariableMetric: Iteration # 162 - FCN = 297291.1132758 Edm = 28233.8 NCalls = 1011 -VariableMetric: Iteration # 163 - FCN = 297290.9812411 Edm = 2479.05 NCalls = 1015 -VariableMetric: Iteration # 164 - FCN = 297290.3298962 Edm = 9289.73 NCalls = 1018 -VariableMetric: Iteration # 165 - FCN = 297289.9290106 Edm = 2124.23 NCalls = 1022 -VariableMetric: Iteration # 166 - FCN = 297289.6396118 Edm = 1846.5 NCalls = 1026 -VariableMetric: Iteration # 167 - FCN = 297289.568639 Edm = 5263.35 NCalls = 1029 -VariableMetric: Iteration # 168 - FCN = 297289.5422825 Edm = 3074.58 NCalls = 1032 -VariableMetric: Iteration # 169 - FCN = 297289.3997681 Edm = 760.854 NCalls = 1036 -VariableMetric: Iteration # 170 - FCN = 297289.1308164 Edm = 316.766 NCalls = 1039 -VariableMetric: Iteration # 171 - FCN = 297288.8187275 Edm = 366.865 NCalls = 1042 -VariableMetric: Iteration # 172 - FCN = 297288.5713298 Edm = 28.8671 NCalls = 1045 -VariableMetric: Iteration # 173 - FCN = 297288.0067635 Edm = 170.802 NCalls = 1048 -VariableMetric: Iteration # 174 - FCN = 297287.2103096 Edm = 38.8709 NCalls = 1055 -VariableMetric: Iteration # 175 - FCN = 297287.156804 Edm = 4.65866 NCalls = 1058 -VariableMetric: Iteration # 176 - FCN = 297287.1438025 Edm = 2.56366 NCalls = 1061 -VariableMetric: Iteration # 177 - FCN = 297287.1062259 Edm = 32.3012 NCalls = 1063 -VariableMetric: Iteration # 178 - FCN = 297286.8475875 Edm = 7.2241 NCalls = 1065 -VariableMetric: Iteration # 179 - FCN = 297285.8110707 Edm = 15.575 NCalls = 1067 -VariableMetric: Iteration # 180 - FCN = 297285.7063809 Edm = 2.91452 NCalls = 1070 -VariableMetric: Iteration # 181 - FCN = 297285.6165492 Edm = 0.469301 NCalls = 1072 -VariableMetric: Iteration # 182 - FCN = 297285.5911001 Edm = 0.996029 NCalls = 1074 -VariableMetric: Iteration # 183 - FCN = 297285.5238179 Edm = 1.09113 NCalls = 1076 -VariableMetric: Iteration # 184 - FCN = 297285.1498313 Edm = 2.41207 NCalls = 1078 -VariableMetric: Iteration # 185 - FCN = 297285.084372 Edm = 0.116018 NCalls = 1080 -VariableMetric: Iteration # 186 - FCN = 297284.9260499 Edm = 0.12513 NCalls = 1083 -VariableMetric: Iteration # 187 - FCN = 297284.8585256 Edm = 0.0217069 NCalls = 1085 -VariableMetric: Iteration # 188 - FCN = 297284.8335115 Edm = 0.00458801 NCalls = 1087 -VariableMetric: Iteration # 189 - FCN = 297284.8285314 Edm = 0.00109356 NCalls = 1089 -VariableMetric: Iteration # 190 - FCN = 297284.8271964 Edm = 0.000114568 NCalls = 1091 -VariableMetric: Iteration # 191 - FCN = 297284.8270614 Edm = 1.86088e-05 NCalls = 1093 -VariableMetric: After Hessian - FCN = 297284.8270614 Edm = 3.47578e-05 NCalls = 1584 -VariableMetric: Iteration # 192 - FCN = 297284.8270614 Edm = 3.47578e-05 NCalls = 1584 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309726.3567567 Edm = 603.008 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309726.3567567 Edm = 603.008 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299463.7779094 Edm = 1.97309 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299162.6960537 Edm = 0.583978 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299152.0348158 Edm = 7.51155 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 297544.7234894 Edm = 546.049 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 297544.7234894 Edm = 546.049 NCalls = 44 -VariableMetric: After Hessian - FCN = 297544.7234894 Edm = 1.80313e+06 NCalls = 513 -VariableMetric: Iteration # 6 - FCN = 297544.7234894 Edm = 1.80313e+06 NCalls = 513 -VariableMetric: Iteration # 7 - FCN = 297544.7234894 Edm = 1.80313e+06 NCalls = 524 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.993E+05 | Ncalls=494 (505 total) | -| EDM = 1.55E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299260.0246375519 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.550 | 0.002 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -0.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 1.76 | 0.08 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.244 | 0.009 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.620 | 0.014 | | | -2 | 2 | | -| 5 | jpsi_p | 3.88 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.981 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -5.40 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.834 | 0.011 | | | -2 | 2 | | -| 9 | DDstar_s | 2.997E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -2.235 | 0.020 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.736 | 0.016 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.326 | 0.006 | | | -1.5 | 1.5 | | -| 13| p4415_p | 0.6 | 8.5 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.564 | 0.002 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -1.258 | 0.005 | | | -2 | 2 | | -| 16| p3770_p | 2.855 | 0.007 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 2.697 | 0.009 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.868E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.035 | 0.002 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 20.939 | 0.009 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 8.785 | 0.004 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 4.377 | 0.011 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.085 | 0.003 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.064 0.067 -0.034 0.067 0.067 -0.005 -0.066 0.067 0.001 -0.046 0.067 0.057 -0.068 0.031 0.056 -0.006 -0.062 0.038 0.006 0.004 0.002 0.003 -0.011 | -| p4160_p | 0.064 1.000 0.944 -0.490 0.949 0.938 -0.070 -0.930 0.948 0.017 -0.653 0.942 0.805 -0.952 0.440 0.788 -0.087 -0.878 0.542 0.080 0.056 0.030 0.050 -0.149 | -| DDstar_p | 0.067 0.944 1.000 -0.510 0.989 0.977 -0.073 -0.970 0.987 0.017 -0.680 0.982 0.839 -0.992 0.458 0.821 -0.091 -0.915 0.564 0.084 0.058 0.031 0.052 -0.155 | -| rho_p | -0.034 -0.490 -0.510 1.000 -0.513 -0.507 0.037 0.503 -0.512 -0.009 0.353 -0.509 -0.435 0.515 -0.238 -0.425 0.047 0.475 -0.293 -0.044 -0.030 -0.016 -0.027 0.080 | -| bplus_0 | 0.067 0.949 0.989 -0.513 1.000 0.982 -0.073 -0.975 0.992 0.018 -0.684 0.987 0.843 -0.997 0.461 0.825 -0.091 -0.920 0.567 0.085 0.059 0.031 0.052 -0.156 | -| jpsi_p | 0.067 0.938 0.977 -0.507 0.982 1.000 -0.072 -0.963 0.981 0.017 -0.675 0.975 0.833 -0.985 0.455 0.815 -0.090 -0.909 0.560 0.084 0.058 0.031 0.051 -0.154 | -| phi_p | -0.005 -0.070 -0.073 0.037 -0.073 -0.072 1.000 0.072 -0.073 -0.001 0.050 -0.073 -0.062 0.073 -0.034 -0.061 0.007 0.068 -0.042 -0.006 -0.004 -0.002 -0.004 0.011 | -| p4040_p | -0.066 -0.930 -0.970 0.503 -0.975 -0.963 0.072 1.000 -0.973 -0.017 0.671 -0.967 -0.826 0.977 -0.451 -0.810 0.090 0.902 -0.556 -0.083 -0.057 -0.031 -0.051 0.153 | -| bplus_1 | 0.067 0.948 0.987 -0.512 0.992 0.981 -0.073 -0.973 1.000 0.018 -0.682 0.985 0.842 -0.995 0.460 0.824 -0.091 -0.918 0.566 0.085 0.058 0.031 0.052 -0.156 | -| DDstar_s | 0.001 0.017 0.017 -0.009 0.018 0.017 -0.001 -0.017 0.018 1.000 -0.012 0.017 0.015 -0.018 0.008 0.015 -0.002 -0.016 0.010 0.002 0.001 0.001 0.001 -0.003 | -| Dbar_p | -0.046 -0.653 -0.680 0.353 -0.684 -0.675 0.050 0.671 -0.682 -0.012 1.000 -0.679 -0.580 0.686 -0.317 -0.567 0.062 0.633 -0.390 -0.058 -0.040 -0.022 -0.036 0.107 | -| p4415_s | 0.067 0.942 0.982 -0.509 0.987 0.975 -0.073 -0.967 0.985 0.017 -0.679 1.000 0.837 -0.989 0.457 0.819 -0.091 -0.913 0.563 0.084 0.058 0.031 0.052 -0.155 | -| Ctt | 0.057 0.805 0.839 -0.435 0.843 0.833 -0.062 -0.826 0.842 0.015 -0.580 0.837 1.000 -0.846 0.391 0.700 -0.078 -0.780 0.481 0.072 0.050 0.027 0.044 -0.132 | -| p4415_p | -0.068 -0.952 -0.992 0.515 -0.997 -0.985 0.073 0.977 -0.995 -0.018 0.686 -0.989 -0.846 1.000 -0.462 -0.828 0.092 0.923 -0.569 -0.085 -0.059 -0.032 -0.052 0.156 | -| p4040_s | 0.031 0.440 0.458 -0.238 0.461 0.455 -0.034 -0.451 0.460 0.008 -0.317 0.457 0.391 -0.462 1.000 0.382 -0.042 -0.426 0.263 0.039 0.027 0.015 0.024 -0.072 | -| bplus_2 | 0.056 0.788 0.821 -0.425 0.825 0.815 -0.061 -0.810 0.824 0.015 -0.567 0.819 0.700 -0.828 0.382 1.000 -0.075 -0.764 0.470 0.071 0.049 0.026 0.043 -0.129 | -| p3770_p | -0.006 -0.087 -0.091 0.047 -0.091 -0.090 0.007 0.090 -0.091 -0.002 0.062 -0.091 -0.078 0.092 -0.042 -0.075 1.000 0.083 -0.052 -0.008 -0.005 -0.003 -0.005 0.014 | -| psi2s_p | -0.062 -0.878 -0.915 0.475 -0.920 -0.909 0.068 0.902 -0.918 -0.016 0.633 -0.913 -0.780 0.923 -0.426 -0.764 0.083 1.000 -0.525 -0.078 -0.054 -0.029 -0.048 0.144 | -| Dbar_s | 0.038 0.542 0.564 -0.293 0.567 0.560 -0.042 -0.556 0.566 0.010 -0.390 0.563 0.481 -0.569 0.263 0.470 -0.052 -0.525 1.000 0.048 0.033 0.018 0.030 -0.089 | -| p4160_s | 0.006 0.080 0.084 -0.044 0.085 0.084 -0.006 -0.083 0.085 0.002 -0.058 0.084 0.072 -0.085 0.039 0.071 -0.008 -0.078 0.048 1.000 0.005 0.003 0.004 -0.013 | -| phi_s | 0.004 0.056 0.058 -0.030 0.059 0.058 -0.004 -0.057 0.058 0.001 -0.040 0.058 0.050 -0.059 0.027 0.049 -0.005 -0.054 0.033 0.005 1.000 0.002 0.003 -0.009 | -| omega_s | 0.002 0.030 0.031 -0.016 0.031 0.031 -0.002 -0.031 0.031 0.001 -0.022 0.031 0.027 -0.032 0.015 0.026 -0.003 -0.029 0.018 0.003 0.002 1.000 0.002 -0.005 | -| omega_p | 0.003 0.050 0.052 -0.027 0.052 0.051 -0.004 -0.051 0.052 0.001 -0.036 0.052 0.044 -0.052 0.024 0.043 -0.005 -0.048 0.030 0.004 0.003 0.002 1.000 -0.008 | -| p3770_s | -0.011 -0.149 -0.155 0.080 -0.156 -0.154 0.011 0.153 -0.156 -0.003 0.107 -0.155 -0.132 0.156 -0.072 -0.129 0.014 0.144 -0.089 -0.013 -0.009 -0.005 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.002017121294838775}), (, {'error': 0.03339233189664936}), (, {'error': 0.08274674577908314}), (, {'error': 0.008557934465362571}), (, {'error': 0.013783977851535845}), (, {'error': 0.03565604683740986}), (, {'error': 0.009851373652929762}), (, {'error': 0.08389211959634091}), (, {'error': 0.01130864788882513}), (, {'error': 2.9776021745975267e-05}), (, {'error': 0.01950458308329317}), (, {'error': 0.015550959655604935}), (, {'error': 0.005861169228616792}), (, {'error': 8.507954932373476}), (, {'error': 0.002154717103760917}), (, {'error': 0.005354745077361667}), (, {'error': 0.007078035050605003}), (, {'error': 0.008818570008423343}), (, {'error': 0.000783245467743332}), (, {'error': 0.002082215018224365}), (, {'error': 0.009048596529218855}), (, {'error': 0.0038271474159561336}), (, {'error': 0.010785498171383523}), (, {'error': 0.0033352435736713204})]) -Toy 1/25 -Time taken: 4 min, 10 s -Projected time left: 1 h, 40 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=439 (439 total) | -| EDM = 3.41E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297338.3922412146 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 2.0 | 2.0 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -1.78 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 5.09 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.05 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.499 | 0.022 | | | -2 | 2 | | -| 5 | jpsi_p | -1.676 | 0.028 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -5.41 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 0.5 | 8.9 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.94 | 0.04 | | | -2 | 2 | | -| 9 | DDstar_s | 0.300 | 0.008 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 2.26 | 0.25 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.28 | 0.17 | | |0.126447 | 2.35355 | | -| 12| Ctt | -1.10 | 0.21 | | | -1.5 | 1.5 | | -| 13| p4415_p | -1.86 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.005 | 1.607 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.32 | 0.09 | | | -2 | 2 | | -| 16| p3770_p | 3.82 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.008 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.06 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 21.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 6.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.07 | 0.21 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.005 0.109 0.660 0.409 -0.012 -0.032 -0.012 -0.284 -0.001 0.076 0.038 -0.007 0.001 0.012 -0.001 0.037 0.012 -0.001 0.036 -0.114 -0.413 0.209 0.029 | -| p4160_p | 0.005 1.000 0.111 0.012 0.017 -0.007 -0.006 0.060 -0.009 0.019 0.077 0.008 -0.278 0.225 -0.057 -0.022 0.163 -0.106 0.015 -0.170 -0.012 -0.002 0.000 0.083 | -| DDstar_p | 0.109 0.111 1.000 0.058 0.065 0.146 0.001 -0.029 0.267 0.004 -0.048 -0.027 -0.091 -0.051 0.030 -0.237 0.200 -0.020 0.004 -0.067 -0.002 -0.049 0.015 0.142 | -| rho_p | 0.660 0.012 0.058 1.000 0.230 -0.084 -0.251 -0.042 -0.147 0.000 0.067 0.040 0.058 0.055 0.041 0.214 0.016 -0.004 0.001 0.085 -0.177 -0.148 0.026 0.030 | -| bplus_0 | 0.409 0.017 0.065 0.230 1.000 -0.046 -0.010 -0.032 -0.868 0.000 0.063 0.033 -0.033 0.013 0.032 -0.070 0.048 -0.007 0.001 0.047 -0.060 -0.187 0.058 0.051 | -| jpsi_p | -0.012 -0.007 0.146 -0.084 -0.046 1.000 0.030 0.152 0.040 0.022 0.329 -0.022 0.280 -0.014 -0.151 0.144 0.079 0.027 0.020 -0.084 0.043 -0.021 -0.017 -0.026 | -| phi_p | -0.032 -0.006 0.001 -0.251 -0.010 0.030 1.000 0.021 -0.001 0.000 -0.006 -0.010 -0.019 -0.025 -0.021 -0.089 0.002 0.003 -0.000 -0.032 0.410 -0.079 -0.026 -0.008 | -| p4040_p | -0.012 0.060 -0.029 -0.042 -0.032 0.152 0.021 1.000 -0.003 -0.022 0.033 -0.111 0.368 -0.078 -0.994 0.051 -0.207 0.375 -0.022 -0.475 0.036 0.002 -0.002 -0.025 | -| bplus_1 | -0.284 -0.009 0.267 -0.147 -0.868 0.040 -0.001 -0.003 1.000 -0.007 0.130 0.073 -0.163 -0.097 0.003 -0.232 0.074 0.048 -0.004 -0.005 0.042 0.137 -0.037 0.061 | -| DDstar_s | -0.001 0.019 0.004 0.000 0.000 0.022 0.000 -0.022 -0.007 1.000 0.001 0.003 -0.005 0.018 0.022 0.007 0.012 0.008 -0.000 0.015 -0.001 0.001 -0.000 0.010 | -| Dbar_p | 0.076 0.077 -0.048 0.067 0.063 0.329 -0.006 0.033 0.130 0.001 1.000 0.016 -0.200 -0.043 -0.032 -0.059 0.357 0.071 0.007 -0.064 -0.019 -0.030 0.012 0.092 | -| p4415_s | 0.038 0.008 -0.027 0.040 0.033 -0.022 -0.010 -0.111 0.073 0.003 0.016 1.000 0.134 -0.102 0.110 -0.038 -0.030 -0.033 0.003 0.292 -0.017 -0.015 0.005 -0.012 | -| Ctt | -0.007 -0.278 -0.091 0.058 -0.033 0.280 -0.019 0.368 -0.163 -0.005 -0.200 0.134 1.000 -0.031 -0.368 0.692 -0.232 0.200 0.005 0.070 -0.029 0.007 -0.005 -0.302 | -| p4415_p | 0.001 0.225 -0.051 0.055 0.013 -0.014 -0.025 -0.078 -0.097 0.018 -0.043 -0.102 -0.031 1.000 0.079 0.222 0.061 -0.129 0.012 -0.169 -0.041 0.005 0.000 0.020 | -| p4040_s | 0.012 -0.057 0.030 0.041 0.032 -0.151 -0.021 -0.994 0.003 0.022 -0.032 0.110 -0.368 0.079 1.000 -0.051 0.207 -0.373 0.021 0.473 -0.035 -0.002 0.002 0.024 | -| bplus_2 | -0.001 -0.022 -0.237 0.214 -0.070 0.144 -0.089 0.051 -0.232 0.007 -0.059 -0.038 0.692 0.222 -0.051 1.000 -0.098 -0.033 0.005 0.115 -0.135 0.028 0.003 -0.145 | -| p3770_p | 0.037 0.163 0.200 0.016 0.048 0.079 0.002 -0.207 0.074 0.012 0.357 -0.030 -0.232 0.061 0.207 -0.098 1.000 0.023 0.016 0.019 -0.003 -0.020 0.004 -0.142 | -| psi2s_p | 0.012 -0.106 -0.020 -0.004 -0.007 0.027 0.003 0.375 0.048 0.008 0.071 -0.033 0.200 -0.129 -0.373 -0.033 0.023 1.000 0.011 -0.226 0.006 -0.008 -0.000 -0.417 | -| Dbar_s | -0.001 0.015 0.004 0.001 0.001 0.020 -0.000 -0.022 -0.004 -0.000 0.007 0.003 0.005 0.012 0.021 0.005 0.016 0.011 1.000 0.012 -0.001 0.000 0.000 0.016 | -| p4160_s | 0.036 -0.170 -0.067 0.085 0.047 -0.084 -0.032 -0.475 -0.005 0.015 -0.064 0.292 0.070 -0.169 0.473 0.115 0.019 -0.226 0.012 1.000 -0.053 -0.009 0.006 0.010 | -| phi_s | -0.114 -0.012 -0.002 -0.177 -0.060 0.043 0.410 0.036 0.042 -0.001 -0.019 -0.017 -0.029 -0.041 -0.035 -0.135 -0.003 0.006 -0.001 -0.053 1.000 0.030 -0.005 -0.019 | -| omega_s | -0.413 -0.002 -0.049 -0.148 -0.187 -0.021 -0.079 0.002 0.137 0.001 -0.030 -0.015 0.007 0.005 -0.002 0.028 -0.020 -0.008 0.000 -0.009 0.030 1.000 0.432 -0.012 | -| omega_p | 0.209 0.000 0.015 0.026 0.058 -0.017 -0.026 -0.002 -0.037 -0.000 0.012 0.005 -0.005 0.000 0.002 0.003 0.004 -0.000 0.000 0.006 -0.005 0.432 1.000 0.004 | -| p3770_s | 0.029 0.083 0.142 0.030 0.051 -0.026 -0.008 -0.025 0.061 0.010 0.092 -0.012 -0.302 0.020 0.024 -0.145 -0.142 -0.417 0.016 0.010 -0.019 -0.012 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.0165655453781253}), (, {'error': 0.09344924940687349}), (, {'error': 0.23906893568846144}), (, {'error': 0.2702060959993027}), (, {'error': 0.02197065200666737}), (, {'error': 0.028308546257512113}), (, {'error': 0.1324012368438927}), (, {'error': 8.908928424421983}), (, {'error': 0.042418247186045366}), (, {'error': 0.008358216165347265}), (, {'error': 0.25222530560852086}), (, {'error': 0.16901552045124335}), (, {'error': 0.20538237691929}), (, {'error': 0.15958618407795067}), (, {'error': 1.6070534283779256}), (, {'error': 0.08976156328193785}), (, {'error': 0.10612858563518035}), (, {'error': 0.03293980579225142}), (, {'error': 0.007794448449362473}), (, {'error': 0.16340887405922577}), (, {'error': 0.8233080974659206}), (, {'error': 0.8807378596543671}), (, {'error': 0.35118602496679063}), (, {'error': 0.21232550345394174})]) -Toy 2/25 -Time taken: 8 min, 16 s -Projected time left: 1 h, 35 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.003E+05 | Ncalls=496 (507 total) | -| EDM = 7.88E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300335.82138043497 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.425 | 0.000 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -3.712 | 0.006 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -0.325 | 0.028 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 0.685 | 0.003 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.869 | 0.004 | | | -2 | 2 | | -| 5 | jpsi_p | 1.407 | 0.025 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -2.071E-1 | 0.031E-1 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -0.569E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 1.728 | 0.001 | | | -2 | 2 | | -| 9 | DDstar_s | 1.896E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -2.545 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.658 | 0.000 | | |0.126447 | 2.35355 | | -| 12| Ctt | -1.020 | 0.002 | | | -1.5 | 1.5 | | -| 13| p4415_p | 0.426E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.363 | 0.000 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.692 | 0.001 | | | -2 | 2 | | -| 16| p3770_p | -5.448 | 0.007 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 0.23 | 7.57 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -1.662E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.550 | 0.001 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 1.573E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 0.766E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -0.604E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.053 | 0.002 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.018 -0.020 0.003 -0.020 0.020 0.004 -0.007 -0.019 0.009 -0.020 0.002 0.019 0.004 -0.006 -0.000 0.019 0.020 0.016 -0.005 -0.000 0.000 0.001 -0.019 | -| p4160_p | 0.018 1.000 -0.897 0.128 -0.894 0.900 0.191 -0.309 -0.858 0.405 -0.898 0.099 0.868 0.170 -0.255 -0.003 0.877 0.902 0.723 -0.206 -0.002 0.000 0.044 -0.848 | -| DDstar_p | -0.020 -0.897 1.000 -0.141 0.985 -0.992 -0.211 0.340 0.945 -0.446 0.990 -0.109 -0.957 -0.188 0.281 0.004 -0.966 -0.994 -0.797 0.227 0.002 -0.000 -0.048 0.935 | -| rho_p | 0.003 0.128 -0.141 1.000 -0.141 0.142 0.030 -0.049 -0.135 0.064 -0.141 0.016 0.137 0.027 -0.040 -0.001 0.138 0.142 0.114 -0.032 -0.000 0.000 0.007 -0.134 | -| bplus_0 | -0.020 -0.894 0.985 -0.141 1.000 -0.988 -0.210 0.339 0.941 -0.444 0.986 -0.109 -0.953 -0.187 0.279 0.004 -0.962 -0.991 -0.794 0.226 0.002 -0.000 -0.048 0.931 | -| jpsi_p | 0.020 0.900 -0.992 0.142 -0.988 1.000 0.211 -0.341 -0.948 0.447 -0.993 0.110 0.960 0.189 -0.281 -0.004 0.969 0.997 0.799 -0.228 -0.002 0.000 0.048 -0.938 | -| phi_p | 0.004 0.191 -0.211 0.030 -0.210 0.211 1.000 -0.073 -0.201 0.095 -0.211 0.023 0.204 0.040 -0.060 -0.001 0.206 0.212 0.170 -0.048 -0.000 0.000 0.010 -0.199 | -| p4040_p | -0.007 -0.309 0.340 -0.049 0.339 -0.341 -0.073 1.000 0.325 -0.154 0.341 -0.038 -0.329 -0.065 0.097 0.001 -0.333 -0.342 -0.274 0.078 0.001 -0.000 -0.017 0.322 | -| bplus_1 | -0.019 -0.858 0.945 -0.135 0.941 -0.948 -0.201 0.325 1.000 -0.426 0.946 -0.104 -0.914 -0.180 0.268 0.003 -0.923 -0.950 -0.761 0.217 0.002 -0.000 -0.046 0.893 | -| DDstar_s | 0.009 0.405 -0.446 0.064 -0.444 0.447 0.095 -0.154 -0.426 1.000 -0.446 0.049 0.432 0.085 -0.127 -0.002 0.436 0.449 0.359 -0.103 -0.001 0.000 0.022 -0.422 | -| Dbar_p | -0.020 -0.898 0.990 -0.141 0.986 -0.993 -0.211 0.341 0.946 -0.446 1.000 -0.109 -0.957 -0.188 0.281 0.004 -0.967 -0.995 -0.797 0.227 0.002 -0.000 -0.048 0.935 | -| p4415_s | 0.002 0.099 -0.109 0.016 -0.109 0.110 0.023 -0.038 -0.104 0.049 -0.109 1.000 0.106 0.021 -0.031 -0.000 0.107 0.110 0.088 -0.025 -0.000 0.000 0.005 -0.103 | -| Ctt | 0.019 0.868 -0.957 0.137 -0.953 0.960 0.204 -0.329 -0.914 0.432 -0.957 0.106 1.000 0.182 -0.271 -0.004 0.935 0.962 0.771 -0.220 -0.002 0.000 0.047 -0.904 | -| p4415_p | 0.004 0.170 -0.188 0.027 -0.187 0.189 0.040 -0.065 -0.180 0.085 -0.188 0.021 0.182 1.000 -0.053 -0.001 0.184 0.189 0.151 -0.043 -0.000 0.000 0.009 -0.178 | -| p4040_s | -0.006 -0.255 0.281 -0.040 0.279 -0.281 -0.060 0.097 0.268 -0.127 0.281 -0.031 -0.271 -0.053 1.000 0.001 -0.274 -0.282 -0.226 0.064 0.001 -0.000 -0.014 0.265 | -| bplus_2 | -0.000 -0.003 0.004 -0.001 0.004 -0.004 -0.001 0.001 0.003 -0.002 0.004 -0.000 -0.004 -0.001 0.001 1.000 -0.004 -0.004 -0.003 0.001 0.000 0.000 -0.000 0.003 | -| p3770_p | 0.019 0.877 -0.966 0.138 -0.962 0.969 0.206 -0.333 -0.923 0.436 -0.967 0.107 0.935 0.184 -0.274 -0.004 1.000 0.972 0.778 -0.222 -0.002 0.000 0.047 -0.913 | -| psi2s_p | 0.020 0.902 -0.994 0.142 -0.991 0.997 0.212 -0.342 -0.950 0.449 -0.995 0.110 0.962 0.189 -0.282 -0.004 0.972 1.000 0.801 -0.229 -0.002 0.000 0.049 -0.940 | -| Dbar_s | 0.016 0.723 -0.797 0.114 -0.794 0.799 0.170 -0.274 -0.761 0.359 -0.797 0.088 0.771 0.151 -0.226 -0.003 0.778 0.801 1.000 -0.183 -0.002 0.000 0.039 -0.753 | -| p4160_s | -0.005 -0.206 0.227 -0.032 0.226 -0.228 -0.048 0.078 0.217 -0.103 0.227 -0.025 -0.220 -0.043 0.064 0.001 -0.222 -0.229 -0.183 1.000 0.000 -0.000 -0.011 0.215 | -| phi_s | -0.000 -0.002 0.002 -0.000 0.002 -0.002 -0.000 0.001 0.002 -0.001 0.002 -0.000 -0.002 -0.000 0.001 0.000 -0.002 -0.002 -0.002 0.000 1.000 -0.000 -0.000 0.002 | -| omega_s | 0.000 0.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 -0.000 0.000 -0.000 0.000 0.000 0.000 -0.000 0.000 0.000 0.000 0.000 -0.000 -0.000 1.000 0.000 -0.000 | -| omega_p | 0.001 0.044 -0.048 0.007 -0.048 0.048 0.010 -0.017 -0.046 0.022 -0.048 0.005 0.047 0.009 -0.014 -0.000 0.047 0.049 0.039 -0.011 -0.000 0.000 1.000 -0.046 | -| p3770_s | -0.019 -0.848 0.935 -0.134 0.931 -0.938 -0.199 0.322 0.893 -0.422 0.935 -0.103 -0.904 -0.178 0.265 0.003 -0.913 -0.940 -0.753 0.215 0.002 -0.000 -0.046 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0003895572443291806}), (, {'error': 0.005803309288949787}), (, {'error': 0.028485590248280346}), (, {'error': 0.003021997554258249}), (, {'error': 0.003955568987842328}), (, {'error': 0.02497572748649768}), (, {'error': 0.003050230170848156}), (, {'error': 0.0013636830600769478}), (, {'error': 0.0014492199694577934}), (, {'error': 0.0001247679952423031}), (, {'error': 0.02791864962386348}), (, {'error': 0.0004981362783974541}), (, {'error': 0.0019316797749895365}), (, {'error': 0.00225746605365007}), (, {'error': 0.00038428413849550536}), (, {'error': 0.000892018890490176}), (, {'error': 0.006600007013198628}), (, {'error': 7.569906764429877}), (, {'error': 0.0002002667551424253}), (, {'error': 0.0006566178503453202}), (, {'error': 0.0012842132209831547}), (, {'error': 0.0011811210699632646}), (, {'error': 0.0008291992417168714}), (, {'error': 0.002136729995444675})]) -Toy 3/25 -Time taken: 12 min, 17 s -Projected time left: 1 h, 29 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1343 (1343 total) | -| EDM = 0.00425 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297442.3580032911 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.348 | 0.029 | | | -2 | 2 | | -| 5 | jpsi_p | 4.696 | 0.029 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.96 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 2.91 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.63 | 0.05 | | | -2 | 2 | | -| 9 | DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 2.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 0.13 | 0.24 | | |0.126447 | 2.35355 | | -| 12| Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | | -| 13| p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.13 | 0.16 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.39 | 0.05 | | | -2 | 2 | | -| 16| p3770_p | -2.42 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.931 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 19| p4160_s | 0.717 | 0.019 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 23.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.50 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.36 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.002 -0.012 0.130 -0.520 -0.042 0.064 0.062 0.493 -0.001 0.023 0.030 -0.000 -0.006 -0.013 0.138 -0.034 0.038 -0.002 -0.000 -0.132 -0.038 0.500 0.009 | -| p4160_p | -0.002 1.000 -0.000 -0.000 0.003 0.002 0.000 0.000 -0.003 -0.001 0.004 0.001 -0.000 -0.000 0.010 0.001 0.001 0.004 -0.000 -0.002 0.001 0.000 -0.001 -0.000 | -| DDstar_p | -0.012 -0.000 1.000 0.016 0.054 0.406 0.005 0.262 -0.109 0.013 -0.159 0.062 0.001 -0.008 -0.145 0.058 0.216 0.204 -0.019 0.017 0.003 0.002 -0.003 0.241 | -| rho_p | 0.130 -0.000 0.016 1.000 0.143 -0.044 -0.286 0.044 -0.170 -0.001 0.100 0.023 0.006 -0.004 0.003 -0.332 0.043 0.003 -0.002 0.001 -0.102 0.046 -0.094 0.050 | -| bplus_0 | -0.520 0.003 0.054 0.143 1.000 0.136 -0.076 -0.094 -0.980 -0.010 0.064 -0.053 0.003 0.009 0.038 -0.355 0.112 -0.045 -0.005 0.001 0.180 0.047 -0.259 0.005 | -| jpsi_p | -0.042 0.002 0.406 -0.044 0.136 1.000 0.014 0.042 -0.189 0.021 0.438 0.006 0.012 0.001 -0.055 -0.053 0.327 0.078 0.050 0.012 0.035 -0.004 -0.025 0.127 | -| phi_p | 0.064 0.000 0.005 -0.286 -0.076 0.014 1.000 -0.007 0.082 0.001 -0.016 -0.004 -0.001 0.001 -0.003 0.105 -0.006 0.002 0.001 -0.000 0.315 -0.048 0.040 -0.010 | -| p4040_p | 0.062 0.000 0.262 0.044 -0.094 0.042 -0.007 1.000 0.071 0.029 -0.096 0.001 0.001 -0.005 -0.199 -0.086 0.096 -0.146 0.044 -0.011 -0.053 -0.004 0.035 0.131 | -| bplus_1 | 0.493 -0.003 -0.109 -0.170 -0.980 -0.189 0.082 0.071 1.000 0.028 -0.174 0.070 0.006 -0.009 -0.091 0.307 -0.161 -0.014 0.009 0.000 -0.161 -0.047 0.246 -0.028 | -| DDstar_s | -0.001 -0.001 0.013 -0.001 -0.010 0.021 0.001 0.029 0.028 1.000 0.013 0.011 -0.000 -0.002 -0.004 -0.021 0.000 0.023 -0.002 0.001 -0.000 0.000 0.000 0.006 | -| Dbar_p | 0.023 0.004 -0.159 0.100 0.064 0.438 -0.016 -0.096 -0.174 0.013 1.000 -0.055 -0.016 0.007 0.125 -0.295 0.433 0.090 0.050 0.002 -0.051 0.003 0.020 -0.001 | -| p4415_s | 0.030 0.001 0.062 0.023 -0.053 0.006 -0.004 0.001 0.070 0.011 -0.055 1.000 0.004 -0.152 -0.118 -0.128 0.024 -0.041 0.009 0.007 -0.026 -0.002 0.017 0.022 | -| Ctt | -0.000 -0.000 0.001 0.006 0.003 0.012 -0.001 0.001 0.006 -0.000 -0.016 0.004 1.000 -0.001 0.029 -0.079 -0.020 0.012 0.003 -0.001 -0.003 0.000 0.001 -0.017 | -| p4415_p | -0.006 -0.000 -0.008 -0.004 0.009 0.001 0.001 -0.005 -0.009 -0.002 0.007 -0.152 -0.001 1.000 0.020 0.012 -0.003 0.008 -0.001 -0.001 0.005 0.000 -0.003 -0.005 | -| p4040_s | -0.013 0.010 -0.145 0.003 0.038 -0.055 -0.003 -0.199 -0.091 -0.004 0.125 -0.118 0.029 0.020 1.000 0.189 -0.085 0.074 -0.038 -0.005 0.008 0.002 -0.008 0.116 | -| bplus_2 | 0.138 0.001 0.058 -0.332 -0.355 -0.053 0.105 -0.086 0.307 -0.021 -0.295 -0.128 -0.079 0.012 0.189 1.000 -0.191 0.156 0.029 -0.013 0.085 -0.026 0.055 -0.133 | -| p3770_p | -0.034 0.001 0.216 0.043 0.112 0.327 -0.006 0.096 -0.161 0.000 0.433 0.024 -0.020 -0.003 -0.085 -0.191 1.000 0.129 0.051 0.010 -0.005 0.004 -0.012 -0.161 | -| psi2s_p | 0.038 0.004 0.204 0.003 -0.045 0.078 0.002 -0.146 -0.014 0.023 0.090 -0.041 0.012 0.008 0.074 0.156 0.129 1.000 0.049 0.003 -0.018 -0.004 0.018 -0.376 | -| Dbar_s | -0.002 -0.000 -0.019 -0.002 -0.005 0.050 0.001 0.044 0.009 -0.002 0.050 0.009 0.003 -0.001 -0.038 0.029 0.051 0.049 1.000 0.002 0.001 0.000 -0.001 0.056 | -| p4160_s | -0.000 -0.002 0.017 0.001 0.001 0.012 -0.000 -0.011 0.000 0.001 0.002 0.007 -0.001 -0.001 -0.005 -0.013 0.010 0.003 0.002 1.000 -0.001 0.000 0.000 0.001 | -| phi_s | -0.132 0.001 0.003 -0.102 0.180 0.035 0.315 -0.053 -0.161 -0.000 -0.051 -0.026 -0.003 0.005 0.008 0.085 -0.005 -0.018 0.001 -0.001 1.000 0.005 -0.052 -0.033 | -| omega_s | -0.038 0.000 0.002 0.046 0.047 -0.004 -0.048 -0.004 -0.047 0.000 0.003 -0.002 0.000 0.000 0.002 -0.026 0.004 -0.004 0.000 0.000 0.005 1.000 0.357 0.001 | -| omega_p | 0.500 -0.001 -0.003 -0.094 -0.259 -0.025 0.040 0.035 0.246 0.000 0.020 0.017 0.001 -0.003 -0.008 0.055 -0.012 0.018 -0.001 0.000 -0.052 0.357 1.000 0.009 | -| p3770_s | 0.009 -0.000 0.241 0.050 0.005 0.127 -0.010 0.131 -0.028 0.006 -0.001 0.022 -0.017 -0.005 0.116 -0.133 -0.161 -0.376 0.056 0.001 -0.033 0.001 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.40257196487924574}), (, {'error': 0.01087669678671821}), (, {'error': 0.32829543457292765}), (, {'error': 0.5202985806942517}), (, {'error': 0.028974990761148733}), (, {'error': 0.029302243899488545}), (, {'error': 0.12003099893418678}), (, {'error': 0.13401359157829518}), (, {'error': 0.053597411470301726}), (, {'error': 0.020578583564514225}), (, {'error': 0.3462872824160508}), (, {'error': 0.24351577585193612}), (, {'error': 0.03525691376652407}), (, {'error': 0.1698248248099028}), (, {'error': 0.1576334643623914}), (, {'error': 0.04544040389200621}), (, {'error': 0.10413392700365187}), (, {'error': 0.031055338933740906}), (, {'error': 0.038002155587251146}), (, {'error': 0.019000130028935747}), (, {'error': 0.9159805383932795}), (, {'error': 3.5844405634021106}), (, {'error': 0.2520119970258823}), (, {'error': 0.2383852495034402})]) -Toy 4/25 -Time taken: 19 min, 10 s -Projected time left: 1 h, 40 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1660 (1660 total) | -| EDM = 0.000789 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297376.79948983295 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.92 | 0.29 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.22 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -5.8 | 1.7 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.13 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.440 | 0.012 | | | -2 | 2 | | -| 5 | jpsi_p | -4.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.17 | 0.37 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.52 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.851 | 0.029 | | | -2 | 2 | | -| 9 | DDstar_s | -0.18 | 0.36 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 5.1 | 1.2 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.21 | 0.16 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.57 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.92 | 0.21 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.28 | 0.05 | | | -2 | 2 | | -| 16| p3770_p | -3.02 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.11 | 0.12 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.31 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 17.4 | 1.3 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 4.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.47 | 0.21 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.025 0.269 0.091 0.283 -0.201 0.025 -0.018 0.246 0.270 0.201 -0.121 0.144 -0.169 -0.189 -0.089 0.154 -0.144 -0.155 -0.164 0.011 -0.342 0.033 -0.005 | -| p4160_p | 0.025 1.000 0.067 -0.007 0.081 0.115 -0.002 0.219 0.081 0.162 0.013 -0.118 -0.156 0.185 -0.349 -0.029 0.294 0.006 -0.300 -0.146 -0.005 -0.011 0.001 0.109 | -| DDstar_p | 0.269 0.067 1.000 -0.140 0.847 -0.754 -0.029 -0.077 0.887 0.916 0.776 -0.478 0.510 -0.637 -0.715 -0.370 0.531 -0.542 -0.635 -0.625 -0.037 -0.111 0.011 -0.037 | -| rho_p | 0.091 -0.007 -0.140 1.000 -0.125 0.116 0.065 0.027 -0.105 -0.143 -0.119 0.060 -0.047 0.114 0.115 0.249 -0.082 0.077 0.075 0.114 0.097 0.414 -0.019 0.027 | -| bplus_0 | 0.283 0.081 0.847 -0.125 1.000 -0.609 -0.023 -0.050 0.670 0.846 0.633 -0.367 0.414 -0.535 -0.593 -0.403 0.493 -0.449 -0.492 -0.513 -0.037 -0.111 0.011 0.002 | -| jpsi_p | -0.201 0.115 -0.754 0.116 -0.609 1.000 0.009 0.163 -0.646 -0.701 -0.672 0.327 -0.490 0.522 0.517 0.201 -0.278 0.524 0.215 0.439 0.006 0.079 -0.008 0.186 | -| phi_p | 0.025 -0.002 -0.029 0.065 -0.023 0.009 1.000 0.003 -0.025 -0.027 -0.026 0.014 -0.013 0.019 0.021 0.017 -0.015 0.015 0.007 0.018 0.838 -0.048 -0.004 0.003 | -| p4040_p | -0.018 0.219 -0.077 0.027 -0.050 0.163 0.003 1.000 -0.059 -0.029 -0.064 0.038 -0.161 0.179 -0.095 0.032 0.150 0.004 -0.179 0.264 -0.003 0.009 -0.001 0.045 | -| bplus_1 | 0.246 0.081 0.887 -0.105 0.670 -0.646 -0.025 -0.059 1.000 0.888 0.665 -0.386 0.432 -0.567 -0.625 -0.417 0.511 -0.471 -0.518 -0.545 -0.034 -0.095 0.009 -0.007 | -| DDstar_s | 0.270 0.162 0.916 -0.143 0.846 -0.701 -0.027 -0.029 0.888 1.000 0.813 -0.482 0.487 -0.575 -0.693 -0.369 0.532 -0.511 -0.491 -0.604 -0.035 -0.111 0.011 -0.014 | -| Dbar_p | 0.201 0.013 0.776 -0.119 0.633 -0.672 -0.026 -0.064 0.665 0.813 1.000 -0.387 0.504 -0.484 -0.531 -0.315 0.248 -0.460 -0.358 -0.451 -0.028 -0.085 0.009 -0.042 | -| p4415_s | -0.121 -0.118 -0.478 0.060 -0.367 0.327 0.014 0.038 -0.386 -0.482 -0.387 1.000 -0.103 0.196 0.431 0.093 -0.308 0.266 0.314 0.495 0.017 0.049 -0.005 0.015 | -| Ctt | 0.144 -0.156 0.510 -0.047 0.414 -0.490 -0.013 -0.161 0.432 0.487 0.504 -0.103 1.000 -0.323 -0.210 0.198 0.239 -0.128 -0.387 -0.196 -0.024 -0.057 0.006 -0.060 | -| p4415_p | -0.169 0.185 -0.637 0.114 -0.535 0.522 0.019 0.179 -0.567 -0.575 -0.484 0.196 -0.323 1.000 0.359 0.310 -0.260 0.340 0.294 0.337 0.017 0.073 -0.007 0.070 | -| p4040_s | -0.189 -0.349 -0.715 0.115 -0.593 0.517 0.021 -0.095 -0.625 -0.693 -0.531 0.431 -0.210 0.359 1.000 0.276 -0.439 0.378 0.464 0.407 0.022 0.080 -0.008 0.088 | -| bplus_2 | -0.089 -0.029 -0.370 0.249 -0.403 0.201 0.017 0.032 -0.417 -0.369 -0.315 0.093 0.198 0.310 0.276 1.000 -0.194 0.165 0.288 0.286 -0.024 0.068 -0.007 -0.027 | -| p3770_p | 0.154 0.294 0.531 -0.082 0.493 -0.278 -0.015 0.150 0.511 0.532 0.248 -0.308 0.239 -0.260 -0.439 -0.194 1.000 -0.191 -0.554 -0.358 -0.022 -0.066 0.006 -0.099 | -| psi2s_p | -0.144 0.006 -0.542 0.077 -0.449 0.524 0.015 0.004 -0.471 -0.511 -0.460 0.266 -0.128 0.340 0.378 0.165 -0.191 1.000 0.126 0.291 0.018 0.059 -0.006 -0.113 | -| Dbar_s | -0.155 -0.300 -0.635 0.075 -0.492 0.215 0.007 -0.179 -0.518 -0.491 -0.358 0.314 -0.387 0.294 0.464 0.288 -0.554 0.126 1.000 0.386 0.013 0.061 -0.006 -0.235 | -| p4160_s | -0.164 -0.146 -0.625 0.114 -0.513 0.439 0.018 0.264 -0.545 -0.604 -0.451 0.495 -0.196 0.337 0.407 0.286 -0.358 0.291 0.386 1.000 0.015 0.071 -0.007 0.029 | -| phi_s | 0.011 -0.005 -0.037 0.097 -0.037 0.006 0.838 -0.003 -0.034 -0.035 -0.028 0.017 -0.024 0.017 0.022 -0.024 -0.022 0.018 0.013 0.015 1.000 -0.009 -0.007 -0.006 | -| omega_s | -0.342 -0.011 -0.111 0.414 -0.111 0.079 -0.048 0.009 -0.095 -0.111 -0.085 0.049 -0.057 0.073 0.080 0.068 -0.066 0.059 0.061 0.071 -0.009 1.000 -0.109 0.004 | -| omega_p | 0.033 0.001 0.011 -0.019 0.011 -0.008 -0.004 -0.001 0.009 0.011 0.009 -0.005 0.006 -0.007 -0.008 -0.007 0.006 -0.006 -0.006 -0.007 -0.007 -0.109 1.000 -0.001 | -| p3770_s | -0.005 0.109 -0.037 0.027 0.002 0.186 0.003 0.045 -0.007 -0.014 -0.042 0.015 -0.060 0.070 0.088 -0.027 -0.099 -0.113 -0.235 0.029 -0.006 0.004 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2860476694481453}), (, {'error': 0.09377653128828278}), (, {'error': 1.6913015656814987}), (, {'error': 0.17387605693483676}), (, {'error': 0.012430609558637506}), (, {'error': 0.03996519087446382}), (, {'error': 0.37142991105689127}), (, {'error': 0.1830788859395991}), (, {'error': 0.028857805513289536}), (, {'error': 0.3577319503829145}), (, {'error': 1.183261473782486}), (, {'error': 0.19109848591808343}), (, {'error': 0.15682462593810642}), (, {'error': 0.19436648639064247}), (, {'error': 0.21101486319954227}), (, {'error': 0.05487776079859685}), (, {'error': 0.13596732505487608}), (, {'error': 0.03606591332990128}), (, {'error': 0.11907126196829404}), (, {'error': 0.1808998741614969}), (, {'error': 1.3401385153943135}), (, {'error': 0.8265812614639172}), (, {'error': 0.1178158181774549}), (, {'error': 0.21446238230706127})]) -Toy 5/25 -Time taken: 27 min, 28 s -Projected time left: 1 h, 49 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1378 (1378 total) | -| EDM = 0.000109 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297171.62579026097 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.32 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 4.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.529 | 0.023 | | | -2 | 2 | | -| 5 | jpsi_p | 1.56 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 5.99 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -3.08 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -1.05 | 0.05 | | | -2 | 2 | | -| 9 | DDstar_s | 0.30 | 0.46 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 3.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 0.85 | 0.20 | | |0.126447 | 2.35355 | | -| 12| Ctt | 0.11 | 0.19 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.58 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.17 | 0.18 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.15 | 0.10 | | | -2 | 2 | | -| 16| p3770_p | -3.01 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.82 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 15.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 5.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.80 | 0.28 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.001 0.122 0.000 0.235 -0.014 0.061 0.002 -0.091 0.028 0.038 0.019 0.015 -0.012 0.009 0.007 0.025 -0.013 0.023 0.010 0.052 -0.429 0.024 0.011 | -| p4160_p | -0.001 1.000 0.194 -0.005 0.005 0.534 0.009 0.431 0.034 0.101 -0.587 -0.180 -0.314 0.424 -0.561 -0.152 0.520 0.204 -0.147 -0.153 0.013 0.005 -0.000 0.364 | -| DDstar_p | 0.122 0.194 1.000 -0.016 0.070 -0.020 0.009 0.074 0.548 0.278 0.148 -0.052 -0.202 -0.114 -0.172 -0.444 0.295 -0.099 -0.063 -0.181 0.020 -0.029 0.002 0.109 | -| rho_p | 0.000 -0.005 -0.016 1.000 -0.027 -0.004 0.024 0.001 0.013 -0.004 0.001 0.000 0.028 0.011 0.009 0.060 -0.007 0.001 0.001 0.014 0.026 0.114 -0.001 -0.000 | -| bplus_0 | 0.235 0.005 0.070 -0.027 1.000 0.007 0.019 0.020 -0.740 0.015 0.038 0.020 0.020 0.010 0.019 0.036 0.029 -0.012 0.023 0.035 -0.003 -0.074 0.004 0.031 | -| jpsi_p | -0.014 0.534 -0.020 -0.004 0.007 1.000 0.002 0.509 0.006 0.024 -0.763 -0.130 -0.236 0.273 -0.223 -0.231 0.465 0.384 -0.144 -0.046 -0.002 0.003 -0.000 0.523 | -| phi_p | 0.061 0.009 0.009 0.024 0.019 0.002 1.000 0.007 -0.004 0.002 -0.014 -0.000 -0.014 -0.000 -0.006 -0.022 0.008 0.004 -0.003 -0.004 0.675 -0.063 -0.002 0.008 | -| p4040_p | 0.002 0.431 0.074 0.001 0.020 0.509 0.007 1.000 0.011 0.046 -0.604 -0.039 -0.166 0.273 -0.363 -0.116 0.484 0.170 -0.178 0.232 -0.000 -0.003 -0.000 0.356 | -| bplus_1 | -0.091 0.034 0.548 0.013 -0.740 0.006 -0.004 0.011 1.000 0.117 0.071 0.085 -0.187 -0.132 -0.031 -0.446 0.126 -0.042 0.063 -0.069 0.018 0.035 -0.002 0.059 | -| DDstar_s | 0.028 0.101 0.278 -0.004 0.015 0.024 0.002 0.046 0.117 1.000 0.274 -0.017 -0.128 0.049 -0.003 -0.079 0.018 -0.035 0.064 -0.006 0.006 -0.006 0.001 -0.007 | -| Dbar_p | 0.038 -0.587 0.148 0.001 0.038 -0.763 -0.014 -0.604 0.071 0.274 1.000 0.125 0.013 -0.341 0.259 0.106 -0.573 -0.478 0.199 -0.001 -0.017 -0.017 0.001 -0.573 | -| p4415_s | 0.019 -0.180 -0.052 0.000 0.020 -0.130 -0.000 -0.039 0.085 -0.017 0.125 1.000 0.220 -0.197 0.198 -0.074 -0.134 -0.017 0.048 0.345 -0.003 -0.008 0.000 -0.055 | -| Ctt | 0.015 -0.314 -0.202 0.028 0.020 -0.236 -0.014 -0.166 -0.187 -0.128 0.013 0.220 1.000 -0.036 0.349 0.661 -0.081 0.228 -0.171 0.236 -0.060 -0.040 -0.001 -0.131 | -| p4415_p | -0.012 0.424 -0.114 0.011 0.010 0.273 -0.000 0.273 -0.132 0.049 -0.341 -0.197 -0.036 1.000 -0.287 0.144 0.236 0.109 -0.121 -0.127 -0.019 -0.008 -0.001 0.181 | -| p4040_s | 0.009 -0.561 -0.172 0.009 0.019 -0.223 -0.006 -0.363 -0.031 -0.003 0.259 0.198 0.349 -0.287 1.000 0.123 -0.284 -0.041 0.056 -0.071 -0.020 -0.014 0.000 -0.064 | -| bplus_2 | 0.007 -0.152 -0.444 0.060 0.036 -0.231 -0.022 -0.116 -0.446 -0.079 0.106 -0.074 0.661 0.144 0.123 1.000 -0.165 0.000 -0.000 0.147 -0.116 -0.071 -0.002 -0.176 | -| p3770_p | 0.025 0.520 0.295 -0.007 0.029 0.465 0.008 0.484 0.126 0.018 -0.573 -0.134 -0.081 0.236 -0.284 -0.165 1.000 0.320 -0.040 -0.056 0.012 -0.004 0.000 0.214 | -| psi2s_p | -0.013 0.204 -0.099 0.001 -0.012 0.384 0.004 0.170 -0.042 -0.035 -0.478 -0.017 0.228 0.109 -0.041 0.000 0.320 1.000 -0.142 -0.037 0.001 0.003 -0.000 0.041 | -| Dbar_s | 0.023 -0.147 -0.063 0.001 0.023 -0.144 -0.003 -0.178 0.063 0.064 0.199 0.048 -0.171 -0.121 0.056 -0.000 -0.040 -0.142 1.000 -0.044 -0.007 -0.011 0.001 -0.175 | -| p4160_s | 0.010 -0.153 -0.181 0.014 0.035 -0.046 -0.004 0.232 -0.069 -0.006 -0.001 0.345 0.236 -0.127 -0.071 0.147 -0.056 -0.037 -0.044 1.000 -0.031 -0.021 -0.000 -0.006 | -| phi_s | 0.052 0.013 0.020 0.026 -0.003 -0.002 0.675 -0.000 0.018 0.006 -0.017 -0.003 -0.060 -0.019 -0.020 -0.116 0.012 0.001 -0.007 -0.031 1.000 -0.022 -0.004 0.000 | -| omega_s | -0.429 0.005 -0.029 0.114 -0.074 0.003 -0.063 -0.003 0.035 -0.006 -0.017 -0.008 -0.040 -0.008 -0.014 -0.071 -0.004 0.003 -0.011 -0.021 -0.022 1.000 -0.102 -0.006 | -| omega_p | 0.024 -0.000 0.002 -0.001 0.004 -0.000 -0.002 -0.000 -0.002 0.001 0.001 0.000 -0.001 -0.001 0.000 -0.002 0.000 -0.000 0.001 -0.000 -0.004 -0.102 1.000 -0.000 | -| p3770_s | 0.011 0.364 0.109 -0.000 0.031 0.523 0.008 0.356 0.059 -0.007 -0.573 -0.055 -0.131 0.181 -0.064 -0.176 0.214 0.041 -0.175 -0.006 0.000 -0.006 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3406616302430499}), (, {'error': 0.1592873185725341}), (, {'error': 0.5405712106990022}), (, {'error': 0.1791722213565068}), (, {'error': 0.02267000280544318}), (, {'error': 0.0403195233322835}), (, {'error': 0.24477631986675696}), (, {'error': 0.1953887336978517}), (, {'error': 0.05463160377575793}), (, {'error': 0.4622762154590524}), (, {'error': 0.634702392805857}), (, {'error': 0.19725354192348488}), (, {'error': 0.19440388092507566}), (, {'error': 0.25893127453333675}), (, {'error': 0.18325998295023987}), (, {'error': 0.10020290108814067}), (, {'error': 0.13681226732649865}), (, {'error': 0.03769778917406974}), (, {'error': 0.41581478207629663}), (, {'error': 0.16729176888763764}), (, {'error': 1.0486565728554194}), (, {'error': 0.8911678661382978}), (, {'error': 0.10328480000371876}), (, {'error': 0.2761637288903529})]) -Toy 6/25 -Time taken: 34 min, 48 s -Projected time left: 1 h, 50 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1304 (1304 total) | -| EDM = 0.000115 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297063.50515042664 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.30 | 0.34 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 5 | jpsi_p | -1.640 | 0.024 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -0.36 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.85 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 9 | DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 1.57 | 0.29 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 0.80 | 0.20 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.79 | 0.21 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.40 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.20 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 16| p3770_p | 3.72 | 0.08 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.99 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 17.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 8.0 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.66 | 0.22 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.026 0.092 0.162 -0.367 -0.050 0.054 -0.012 0.310 0.005 0.046 0.026 -0.002 -0.006 0.020 0.067 -0.013 -0.004 0.002 0.023 -0.002 -0.374 0.089 -0.002 | -| p4160_p | -0.026 1.000 -0.094 0.009 0.017 -0.053 -0.003 0.225 0.071 0.032 -0.103 -0.084 -0.271 0.286 -0.509 -0.063 0.122 -0.123 0.019 -0.179 0.000 0.012 -0.003 -0.007 | -| DDstar_p | 0.092 -0.094 1.000 -0.027 -0.104 -0.180 0.003 -0.078 -0.154 0.036 -0.215 -0.002 -0.026 -0.200 -0.150 0.287 0.111 -0.160 0.004 -0.117 -0.013 -0.048 0.016 0.028 | -| rho_p | 0.162 0.009 -0.027 1.000 0.087 -0.087 0.122 0.011 -0.085 -0.001 0.014 -0.011 0.109 0.060 0.047 -0.287 -0.017 0.000 0.002 0.058 0.120 0.250 -0.003 0.021 | -| bplus_0 | -0.367 0.017 -0.104 0.087 1.000 0.124 -0.039 -0.008 -0.928 -0.004 -0.055 -0.028 0.035 -0.013 -0.035 -0.217 0.049 -0.004 -0.001 -0.037 0.085 0.196 -0.048 -0.005 | -| jpsi_p | -0.050 -0.053 -0.180 -0.087 0.124 1.000 -0.039 -0.088 -0.009 0.043 0.063 -0.016 0.317 0.038 0.057 -0.247 -0.064 0.011 0.042 0.023 0.006 -0.010 0.020 -0.067 | -| phi_p | 0.054 -0.003 0.003 0.122 -0.039 -0.039 1.000 -0.000 0.031 0.001 0.006 0.002 0.005 0.006 0.008 -0.022 -0.008 -0.003 0.001 0.009 0.624 -0.008 -0.016 0.001 | -| p4040_p | -0.012 0.225 -0.078 0.011 -0.008 -0.088 -0.000 1.000 0.062 0.024 -0.144 -0.017 -0.221 0.148 -0.222 -0.010 0.111 -0.187 0.016 0.277 -0.004 0.006 -0.002 -0.019 | -| bplus_1 | 0.310 0.071 -0.154 -0.085 -0.928 -0.009 0.031 0.062 1.000 -0.013 -0.058 -0.075 0.079 0.111 0.023 -0.015 -0.086 0.047 -0.005 0.017 -0.081 -0.173 0.042 -0.011 | -| DDstar_s | 0.005 0.032 0.036 -0.001 -0.004 0.043 0.001 0.024 -0.013 1.000 -0.002 -0.003 -0.006 0.005 -0.008 0.016 0.035 0.014 -0.001 -0.004 -0.000 -0.003 0.000 0.025 | -| Dbar_p | 0.046 -0.103 -0.215 0.014 -0.055 0.063 0.006 -0.144 -0.058 -0.002 1.000 0.059 -0.318 -0.113 -0.037 0.069 0.194 -0.107 0.022 -0.047 -0.015 -0.020 0.003 -0.134 | -| p4415_s | 0.026 -0.084 -0.002 -0.011 -0.028 -0.016 0.002 -0.017 -0.075 -0.003 0.059 1.000 0.168 -0.164 0.209 0.143 -0.079 0.039 0.001 0.333 -0.003 -0.014 0.004 0.008 | -| Ctt | -0.002 -0.271 -0.026 0.109 0.035 0.317 0.005 -0.221 0.079 -0.006 -0.318 0.168 1.000 0.063 0.353 -0.656 -0.179 0.239 -0.005 0.287 -0.038 0.012 -0.012 -0.123 | -| p4415_p | -0.006 0.286 -0.200 0.060 -0.013 0.038 0.006 0.148 0.111 0.005 -0.113 -0.164 0.063 1.000 -0.150 -0.237 0.015 -0.037 0.003 -0.141 -0.018 0.011 -0.009 0.009 | -| p4040_s | 0.020 -0.509 -0.150 0.047 -0.035 0.057 0.008 -0.222 0.023 -0.008 -0.037 0.209 0.353 -0.150 1.000 -0.103 -0.150 0.054 -0.005 0.146 -0.019 -0.003 -0.005 0.114 | -| bplus_2 | 0.067 -0.063 0.287 -0.287 -0.217 -0.247 -0.022 -0.010 -0.015 0.016 0.069 0.143 -0.656 -0.237 -0.103 1.000 0.044 -0.058 0.002 -0.112 0.055 -0.079 0.046 0.048 | -| p3770_p | -0.013 0.122 0.111 -0.017 0.049 -0.064 -0.008 0.111 -0.086 0.035 0.194 -0.079 -0.179 0.015 -0.150 0.044 1.000 -0.006 0.042 -0.085 0.002 -0.000 0.004 -0.273 | -| psi2s_p | -0.004 -0.123 -0.160 0.000 -0.004 0.011 -0.003 -0.187 0.047 0.014 -0.107 0.039 0.239 -0.037 0.054 -0.058 -0.006 1.000 0.019 -0.009 -0.003 -0.000 0.001 -0.412 | -| Dbar_s | 0.002 0.019 0.004 0.002 -0.001 0.042 0.001 0.016 -0.005 -0.001 0.022 0.001 -0.005 0.003 -0.005 0.002 0.042 0.019 1.000 -0.002 -0.001 -0.001 -0.000 0.020 | -| p4160_s | 0.023 -0.179 -0.117 0.058 -0.037 0.023 0.009 0.277 0.017 -0.004 -0.047 0.333 0.287 -0.141 0.146 -0.112 -0.085 -0.009 -0.002 1.000 -0.023 -0.002 -0.006 0.033 | -| phi_s | -0.002 0.000 -0.013 0.120 0.085 0.006 0.624 -0.004 -0.081 -0.000 -0.015 -0.003 -0.038 -0.018 -0.019 0.055 0.002 -0.003 -0.001 -0.023 1.000 0.059 -0.037 -0.010 | -| omega_s | -0.374 0.012 -0.048 0.250 0.196 -0.010 -0.008 0.006 -0.173 -0.003 -0.020 -0.014 0.012 0.011 -0.003 -0.079 -0.000 -0.000 -0.001 -0.002 0.059 1.000 -0.593 0.003 | -| omega_p | 0.089 -0.003 0.016 -0.003 -0.048 0.020 -0.016 -0.002 0.042 0.000 0.003 0.004 -0.012 -0.009 -0.005 0.046 0.004 0.001 -0.000 -0.006 -0.037 -0.593 1.000 -0.002 | -| p3770_s | -0.002 -0.007 0.028 0.021 -0.005 -0.067 0.001 -0.019 -0.011 0.025 -0.134 0.008 -0.123 0.009 0.114 0.048 -0.273 -0.412 0.020 0.033 -0.010 0.003 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3433691373379629}), (, {'error': 0.10685207643467143}), (, {'error': 0.31814513721208026}), (, {'error': 0.3391872559098319}), (, {'error': 0.0322058321876455}), (, {'error': 0.02407661636262093}), (, {'error': 0.2192876325044275}), (, {'error': 0.15357882660568922}), (, {'error': 0.06187318886757365}), (, {'error': 0.02197671085857028}), (, {'error': 0.2925229317866971}), (, {'error': 0.19801474345130865}), (, {'error': 0.20536041407451244}), (, {'error': 0.25711308040343517}), (, {'error': 0.1732172759485654}), (, {'error': 0.08968625159268462}), (, {'error': 0.08477091073605703}), (, {'error': 0.0319265442393446}), (, {'error': 0.016487053297707083}), (, {'error': 0.17242771931686807}), (, {'error': 1.0912757231806758}), (, {'error': 1.172357770247383}), (, {'error': 7.934491925395006}), (, {'error': 0.2201880248431496})]) -Toy 7/25 -Time taken: 41 min, 58 s -Projected time left: 1 h, 47 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1267 (1267 total) | -| EDM = 0.00026 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297413.1351415041 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.06 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 5 | jpsi_p | -1.673 | 0.024 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 4.11 | 0.21 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.83 | 0.07 | | | -2 | 2 | | -| 9 | DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.48 | 0.20 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.06 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.89 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.11 | 0.09 | | | -2 | 2 | | -| 16| p3770_p | 3.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 18.4 | 1.7 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 8.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 1.16 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.46 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.021 0.094 -0.020 -0.391 -0.051 -0.003 -0.009 0.326 0.005 0.048 0.029 -0.004 -0.012 0.020 -0.000 -0.007 -0.001 0.002 0.023 -0.042 0.100 0.653 0.004 | -| p4160_p | -0.021 1.000 0.046 0.001 0.016 -0.063 -0.006 0.269 0.042 0.055 -0.102 -0.052 -0.306 0.311 -0.503 -0.018 0.155 -0.140 0.031 -0.146 -0.003 -0.004 -0.015 -0.033 | -| DDstar_p | 0.094 0.046 1.000 -0.009 -0.080 -0.040 -0.005 0.039 -0.202 0.052 -0.202 -0.016 -0.024 -0.129 -0.162 0.265 0.189 -0.088 0.000 -0.071 -0.011 0.011 0.054 0.102 | -| rho_p | -0.020 0.001 -0.009 1.000 0.037 -0.006 -0.018 0.001 -0.032 -0.000 -0.001 -0.000 0.012 0.006 0.004 -0.031 -0.001 0.000 0.000 0.006 -0.009 -0.007 -0.046 0.002 | -| bplus_0 | -0.391 0.016 -0.080 0.037 1.000 0.133 0.027 -0.007 -0.922 -0.001 -0.052 -0.032 0.019 -0.017 -0.053 0.012 0.050 -0.008 -0.001 -0.044 0.091 -0.033 -0.236 -0.011 | -| jpsi_p | -0.051 -0.063 -0.040 -0.006 0.133 1.000 -0.020 -0.087 -0.062 0.066 0.067 -0.012 0.307 0.004 0.008 -0.214 -0.035 -0.010 0.057 0.001 0.003 -0.002 -0.037 -0.054 | -| phi_p | -0.003 -0.006 -0.005 -0.018 0.027 -0.020 1.000 -0.006 -0.020 0.001 -0.006 -0.003 -0.000 -0.008 -0.007 0.022 -0.002 -0.007 0.001 -0.008 0.874 -0.001 0.073 -0.009 | -| p4040_p | -0.009 0.269 0.039 0.001 -0.007 -0.087 -0.006 1.000 0.043 0.030 -0.140 -0.009 -0.246 0.184 -0.188 0.007 0.145 -0.191 0.018 0.288 -0.007 -0.004 -0.007 -0.068 | -| bplus_1 | 0.326 0.042 -0.202 -0.032 -0.922 -0.062 -0.020 0.043 1.000 -0.016 -0.065 -0.060 0.089 0.124 0.056 -0.229 -0.114 0.038 -0.006 0.023 -0.078 0.028 0.199 -0.024 | -| DDstar_s | 0.005 0.055 0.052 -0.000 -0.001 0.066 0.001 0.030 -0.016 1.000 0.001 -0.002 -0.010 0.031 -0.004 0.014 0.043 0.023 -0.002 0.002 0.001 0.001 0.003 0.034 | -| Dbar_p | 0.048 -0.102 -0.202 -0.001 -0.052 0.067 -0.006 -0.140 -0.065 0.001 1.000 0.044 -0.334 -0.129 -0.087 0.039 0.191 -0.122 0.032 -0.056 -0.017 -0.001 0.028 -0.147 | -| p4415_s | 0.029 -0.052 -0.016 -0.000 -0.032 -0.012 -0.003 -0.009 -0.060 -0.002 0.044 1.000 0.199 -0.167 0.178 0.068 -0.063 0.025 0.000 0.310 -0.011 -0.001 0.017 0.022 | -| Ctt | -0.004 -0.306 -0.024 0.012 0.019 0.307 -0.000 -0.246 0.089 -0.010 -0.334 0.199 1.000 -0.026 0.321 -0.656 -0.194 0.272 -0.010 0.260 -0.026 -0.020 0.000 -0.073 | -| p4415_p | -0.012 0.311 -0.129 0.006 -0.017 0.004 -0.008 0.184 0.124 0.031 -0.129 -0.167 -0.026 1.000 -0.185 -0.230 0.044 -0.068 0.013 -0.184 -0.019 -0.013 -0.009 -0.008 | -| p4040_s | 0.020 -0.503 -0.162 0.004 -0.053 0.008 -0.007 -0.188 0.056 -0.004 -0.087 0.178 0.321 -0.185 1.000 -0.116 -0.133 -0.001 -0.006 0.128 -0.023 -0.010 0.012 0.107 | -| bplus_2 | -0.000 -0.018 0.265 -0.031 0.012 -0.214 0.022 0.007 -0.229 0.014 0.039 0.068 -0.656 -0.230 -0.116 1.000 0.068 -0.062 0.003 -0.136 0.082 0.055 0.002 0.047 | -| p3770_p | -0.007 0.155 0.189 -0.001 0.050 -0.035 -0.002 0.145 -0.114 0.043 0.191 -0.063 -0.194 0.044 -0.133 0.068 1.000 -0.029 0.050 -0.054 0.002 0.001 -0.006 -0.275 | -| psi2s_p | -0.001 -0.140 -0.088 0.000 -0.008 -0.010 -0.007 -0.191 0.038 0.023 -0.122 0.025 0.272 -0.068 -0.001 -0.062 -0.029 1.000 0.024 -0.038 -0.008 -0.004 -0.002 -0.407 | -| Dbar_s | 0.002 0.031 0.000 0.000 -0.001 0.057 0.001 0.018 -0.006 -0.002 0.032 0.000 -0.010 0.013 -0.006 0.003 0.050 0.024 1.000 -0.002 -0.000 0.000 0.002 0.026 | -| p4160_s | 0.023 -0.146 -0.071 0.006 -0.044 0.001 -0.008 0.288 0.023 0.002 -0.056 0.310 0.260 -0.184 0.128 -0.136 -0.054 -0.038 -0.002 1.000 -0.028 -0.013 0.013 0.031 | -| phi_s | -0.042 -0.003 -0.011 -0.009 0.091 0.003 0.874 -0.007 -0.078 0.001 -0.017 -0.011 -0.026 -0.019 -0.023 0.082 0.002 -0.008 -0.000 -0.028 1.000 0.017 0.049 -0.017 | -| omega_s | 0.100 -0.004 0.011 -0.007 -0.033 -0.002 -0.001 -0.004 0.028 0.001 -0.001 -0.001 -0.020 -0.013 -0.010 0.055 0.001 -0.004 0.000 -0.013 0.017 1.000 0.527 -0.008 | -| omega_p | 0.653 -0.015 0.054 -0.046 -0.236 -0.037 0.073 -0.007 0.199 0.003 0.028 0.017 0.000 -0.009 0.012 0.002 -0.006 -0.002 0.002 0.013 0.049 0.527 1.000 0.000 | -| p3770_s | 0.004 -0.033 0.102 0.002 -0.011 -0.054 -0.009 -0.068 -0.024 0.034 -0.147 0.022 -0.073 -0.008 0.107 0.047 -0.275 -0.407 0.026 0.031 -0.017 -0.008 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.40102994168865014}), (, {'error': 0.09317260578140463}), (, {'error': 0.35261925750489675}), (, {'error': 0.07993711642998713}), (, {'error': 0.033999312664986125}), (, {'error': 0.02381639795587276}), (, {'error': 0.3615611305012356}), (, {'error': 0.21161835490114367}), (, {'error': 0.06510902544779773}), (, {'error': 0.029780255286053436}), (, {'error': 0.3223388388501389}), (, {'error': 0.19096216200082627}), (, {'error': 0.2006219570092303}), (, {'error': 0.14008008847711872}), (, {'error': 0.17333247970858628}), (, {'error': 0.08531858971175654}), (, {'error': 0.09188344339372101}), (, {'error': 0.031743786522572925}), (, {'error': 0.023215128975015986}), (, {'error': 0.17061004293587656}), (, {'error': 1.7017055841503925}), (, {'error': 1.1145794556517439}), (, {'error': 0.25029656421329705}), (, {'error': 0.2320277569103748})]) -Toy 8/25 -Time taken: 48 min, 53 s -Projected time left: 1 h, 43 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1301 (1301 total) | -| EDM = 3.51E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297193.2260683025 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 4.23 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.589 | 0.028 | | | -2 | 2 | | -| 5 | jpsi_p | -1.659 | 0.027 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.25 | 0.42 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.90 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -1.09 | 0.06 | | | -2 | 2 | | -| 9 | DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 5.18 | 0.31 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.47 | 0.21 | | | -1.5 | 1.5 | | -| 13| p4415_p | 4.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.12 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.16 | 0.11 | | | -2 | 2 | | -| 16| p3770_p | 3.79 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 17.7 | 1.7 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 5.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.009 | 0.311 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.42 | 0.22 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.004 0.061 0.026 0.192 0.013 0.014 0.005 -0.119 0.000 0.035 0.020 0.002 -0.001 0.011 0.009 0.025 0.008 -0.000 0.016 -0.003 -0.393 -0.116 0.022 | -| p4160_p | 0.004 1.000 0.207 -0.003 0.011 -0.009 -0.007 0.223 0.015 0.049 0.065 -0.061 -0.401 0.300 -0.560 -0.073 0.238 -0.141 0.031 -0.179 -0.006 -0.001 -0.002 0.029 | -| DDstar_p | 0.061 0.207 1.000 -0.009 0.057 0.179 0.003 0.123 0.341 0.037 -0.086 -0.029 -0.102 -0.019 -0.133 -0.284 0.266 -0.004 0.002 -0.073 0.009 -0.016 -0.011 0.196 | -| rho_p | 0.026 -0.003 -0.009 1.000 -0.020 -0.025 -0.014 0.001 0.016 -0.000 0.002 0.004 0.029 0.013 0.014 0.071 -0.007 -0.000 0.000 0.018 -0.004 0.133 0.030 0.004 | -| bplus_0 | 0.192 0.011 0.057 -0.020 1.000 -0.022 0.001 0.016 -0.840 0.001 0.046 0.033 0.008 0.010 0.024 0.012 0.045 0.001 0.001 0.041 -0.007 -0.064 -0.034 0.054 | -| jpsi_p | 0.013 -0.009 0.179 -0.025 -0.022 1.000 -0.031 -0.073 0.062 0.063 0.275 -0.009 0.223 -0.014 -0.017 0.136 0.115 -0.003 0.047 -0.029 -0.016 -0.007 -0.022 -0.009 | -| phi_p | 0.014 -0.007 0.003 -0.014 0.001 -0.031 1.000 -0.009 -0.001 0.001 0.000 -0.002 -0.008 -0.011 -0.007 -0.029 -0.001 -0.009 0.001 -0.009 0.900 -0.039 0.035 -0.010 | -| p4040_p | 0.005 0.223 0.123 0.001 0.016 -0.073 -0.009 1.000 0.016 0.035 -0.007 0.008 -0.306 0.142 -0.256 -0.069 0.191 -0.225 0.027 0.282 -0.011 -0.004 -0.002 -0.016 | -| bplus_1 | -0.119 0.015 0.341 0.016 -0.840 0.062 -0.001 0.016 1.000 -0.001 0.154 0.090 -0.178 -0.091 -0.005 -0.327 0.113 0.032 -0.003 -0.008 0.007 0.044 0.026 0.084 | -| DDstar_s | 0.000 0.049 0.037 -0.000 0.001 0.063 0.001 0.035 -0.001 1.000 0.002 -0.000 -0.004 0.036 0.004 0.003 0.024 0.029 -0.002 0.008 0.001 -0.000 0.000 0.030 | -| Dbar_p | 0.035 0.065 -0.086 0.002 0.046 0.275 0.000 -0.007 0.154 0.002 1.000 0.020 -0.301 -0.057 -0.085 -0.088 0.363 0.019 0.020 -0.074 -0.003 -0.014 -0.004 0.038 | -| p4415_s | 0.020 -0.061 -0.029 0.004 0.033 -0.009 -0.002 0.008 0.090 -0.000 0.020 1.000 0.214 -0.141 0.169 -0.053 -0.062 0.019 -0.001 0.313 -0.006 -0.010 -0.002 0.009 | -| Ctt | 0.002 -0.401 -0.102 0.029 0.008 0.223 -0.008 -0.306 -0.178 -0.004 -0.301 0.214 1.000 -0.066 0.356 0.695 -0.215 0.189 0.007 0.259 -0.027 -0.024 0.000 -0.211 | -| p4415_p | -0.001 0.300 -0.019 0.013 0.010 -0.014 -0.011 0.142 -0.091 0.036 -0.057 -0.141 -0.066 1.000 -0.243 0.181 0.072 -0.109 0.019 -0.198 -0.021 -0.009 0.001 -0.008 | -| p4040_s | 0.011 -0.560 -0.133 0.014 0.024 -0.017 -0.007 -0.256 -0.005 0.004 -0.085 0.169 0.356 -0.243 1.000 0.112 -0.172 -0.005 -0.001 0.054 -0.017 -0.013 0.000 0.079 | -| bplus_2 | 0.009 -0.073 -0.284 0.071 0.012 0.136 -0.029 -0.069 -0.327 0.003 -0.088 -0.053 0.695 0.181 0.112 1.000 -0.099 0.004 0.004 0.139 -0.077 -0.047 0.011 -0.125 | -| p3770_p | 0.025 0.238 0.266 -0.007 0.045 0.115 -0.001 0.191 0.113 0.024 0.363 -0.062 -0.215 0.072 -0.172 -0.099 1.000 0.088 0.028 -0.066 0.002 -0.007 -0.007 -0.163 | -| psi2s_p | 0.008 -0.141 -0.004 -0.000 0.001 -0.003 -0.009 -0.225 0.032 0.029 0.019 0.019 0.189 -0.109 -0.005 0.004 0.088 1.000 0.029 -0.076 -0.009 -0.005 -0.004 -0.449 | -| Dbar_s | -0.000 0.031 0.002 0.000 0.001 0.047 0.001 0.027 -0.003 -0.002 0.020 -0.001 0.007 0.019 -0.001 0.004 0.028 0.029 1.000 0.003 0.001 0.000 0.000 0.031 | -| p4160_s | 0.016 -0.179 -0.073 0.018 0.041 -0.029 -0.009 0.282 -0.008 0.008 -0.074 0.313 0.259 -0.198 0.054 0.139 -0.066 -0.076 0.003 1.000 -0.023 -0.017 0.000 0.003 | -| phi_s | -0.003 -0.006 0.009 -0.004 -0.007 -0.016 0.900 -0.011 0.007 0.001 -0.003 -0.006 -0.027 -0.021 -0.017 -0.077 0.002 -0.009 0.001 -0.023 1.000 -0.014 0.049 -0.015 | -| omega_s | -0.393 -0.001 -0.016 0.133 -0.064 -0.007 -0.039 -0.004 0.044 -0.000 -0.014 -0.010 -0.024 -0.009 -0.013 -0.047 -0.007 -0.005 0.000 -0.017 -0.014 1.000 0.606 -0.012 | -| omega_p | -0.116 -0.002 -0.011 0.030 -0.034 -0.022 0.035 -0.002 0.026 0.000 -0.004 -0.002 0.000 0.001 0.000 0.011 -0.007 -0.004 0.000 0.000 0.049 0.606 1.000 -0.004 | -| p3770_s | 0.022 0.029 0.196 0.004 0.054 -0.009 -0.010 -0.016 0.084 0.030 0.038 0.009 -0.211 -0.008 0.079 -0.125 -0.163 -0.449 0.031 0.003 -0.015 -0.012 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31799947834279224}), (, {'error': 0.10105786887410506}), (, {'error': 0.33951456084455156}), (, {'error': 0.1843126424621424}), (, {'error': 0.027890577926220406}), (, {'error': 0.02655899141237894}), (, {'error': 0.423151888442868}), (, {'error': 0.16713506567979586}), (, {'error': 0.05629443042111337}), (, {'error': 0.02343211114753202}), (, {'error': 0.30699896662630444}), (, {'error': 0.1896638329535273}), (, {'error': 0.21280771516705566}), (, {'error': 0.1554703667323647}), (, {'error': 0.17205190977363233}), (, {'error': 0.10823114951543389}), (, {'error': 0.1005835126146275}), (, {'error': 0.031699878530620396}), (, {'error': 0.018433561225725592}), (, {'error': 0.16717597274432294}), (, {'error': 1.7292754885029566}), (, {'error': 1.1137746782521845}), (, {'error': 0.3106005560677678}), (, {'error': 0.22422002795386042})]) -Toy 9/25 -Time taken: 55 min, 58 s -Projected time left: 1 h, 39 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1402 (1402 total) | -| EDM = 0.000169 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297078.52668279654 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 2.80 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.434 | 0.017 | | | -2 | 2 | | -| 5 | jpsi_p | -1.560 | 0.032 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -5.65 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.32 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.81 | 0.03 | | | -2 | 2 | | -| 9 | DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 5.73 | 0.27 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 0.85 | 0.18 | | |0.126447 | 2.35355 | | -| 12| Ctt | -1.18 | 0.22 | | | -1.5 | 1.5 | | -| 13| p4415_p | 5.09 | 0.23 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.40 | 0.08 | | | -2 | 2 | | -| 16| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.96 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 19| p4160_s | 0.717 | 0.019 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 19.4 | 1.2 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -5.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.69 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.000 0.026 0.257 0.267 0.017 0.051 0.011 -0.221 -0.004 0.032 0.016 0.005 -0.005 0.011 -0.027 0.020 0.015 -0.002 0.000 -0.002 -0.032 0.664 0.015 | -| p4160_p | -0.000 1.000 -0.000 -0.001 -0.000 0.001 0.000 -0.003 -0.000 -0.000 0.002 -0.003 -0.001 0.004 0.007 -0.002 0.000 0.003 -0.000 -0.002 0.001 -0.000 -0.000 0.000 | -| DDstar_p | 0.026 -0.000 1.000 0.016 0.011 0.428 0.007 0.274 0.146 0.011 -0.087 -0.011 -0.011 0.106 -0.102 -0.060 0.287 0.192 -0.005 0.020 0.000 -0.001 0.017 0.223 | -| rho_p | 0.257 -0.001 0.016 1.000 0.037 -0.059 -0.248 0.033 -0.009 0.000 0.049 0.061 0.107 0.046 0.054 0.254 -0.008 0.016 0.001 -0.000 -0.175 -0.008 0.188 0.022 | -| bplus_0 | 0.267 -0.000 0.011 0.037 1.000 -0.060 0.013 0.028 -0.901 0.001 0.033 0.014 -0.033 0.014 0.001 -0.114 0.037 -0.006 0.001 0.001 -0.016 -0.006 0.136 0.049 | -| jpsi_p | 0.017 0.001 0.428 -0.059 -0.060 1.000 0.014 0.058 0.082 0.020 0.358 0.008 0.229 0.051 -0.000 0.148 0.232 0.101 0.024 0.009 0.019 0.001 0.000 0.080 | -| phi_p | 0.051 0.000 0.007 -0.248 0.013 0.014 1.000 -0.015 -0.022 0.000 -0.006 -0.019 -0.023 -0.017 -0.014 -0.084 0.006 -0.008 0.000 0.000 0.733 0.002 0.065 -0.010 | -| p4040_p | 0.011 -0.003 0.274 0.033 0.028 0.058 -0.015 1.000 0.066 0.021 0.037 0.048 -0.263 0.039 -0.308 -0.090 0.235 -0.179 0.021 0.001 -0.025 0.001 0.011 0.129 | -| bplus_1 | -0.221 -0.000 0.146 -0.009 -0.901 0.082 -0.022 0.066 1.000 -0.029 0.151 0.036 -0.172 -0.101 -0.006 -0.159 0.100 0.102 -0.015 0.002 0.004 0.005 -0.113 0.082 | -| DDstar_s | -0.004 -0.000 0.011 0.000 0.001 0.020 0.000 0.021 -0.029 1.000 0.003 0.011 0.009 0.014 0.005 0.021 -0.000 0.020 -0.001 0.001 -0.000 0.000 -0.001 0.005 | -| Dbar_p | 0.032 0.002 -0.087 0.049 0.033 0.358 -0.006 0.037 0.151 0.003 1.000 -0.024 -0.141 -0.046 -0.067 -0.032 0.441 0.111 0.011 0.008 -0.019 -0.000 0.025 0.116 | -| p4415_s | 0.016 -0.003 -0.011 0.061 0.014 0.008 -0.019 0.048 0.036 0.011 -0.024 1.000 0.255 -0.009 0.062 0.145 -0.065 -0.039 0.007 0.003 -0.030 0.000 0.018 -0.030 | -| Ctt | 0.005 -0.001 -0.011 0.107 -0.033 0.229 -0.023 -0.263 -0.172 0.009 -0.141 0.255 1.000 -0.067 0.458 0.782 -0.255 0.094 0.026 -0.022 -0.043 0.001 0.023 -0.297 | -| p4415_p | -0.005 0.004 0.106 0.046 0.014 0.051 -0.017 0.039 -0.101 0.014 -0.046 -0.009 -0.067 1.000 -0.225 0.174 0.094 -0.076 0.010 0.012 -0.027 0.001 0.006 0.027 | -| p4040_s | 0.011 0.007 -0.102 0.054 0.001 -0.000 -0.014 -0.308 -0.006 0.005 -0.067 0.062 0.458 -0.225 1.000 0.225 -0.221 0.053 -0.000 -0.024 -0.023 0.000 0.014 -0.004 | -| bplus_2 | -0.027 -0.002 -0.060 0.254 -0.114 0.148 -0.084 -0.090 -0.159 0.021 -0.032 0.145 0.782 0.174 0.225 1.000 -0.145 -0.037 0.014 -0.008 -0.128 0.004 0.029 -0.161 | -| p3770_p | 0.020 0.000 0.287 -0.008 0.037 0.232 0.006 0.235 0.100 -0.000 0.441 -0.065 -0.255 0.094 -0.221 -0.145 1.000 0.119 0.011 0.019 0.002 -0.000 0.010 -0.063 | -| psi2s_p | 0.015 0.003 0.192 0.016 -0.006 0.101 -0.008 -0.179 0.102 0.020 0.111 -0.039 0.094 -0.076 0.053 -0.037 0.119 1.000 0.025 -0.001 -0.011 0.000 0.009 -0.353 | -| Dbar_s | -0.002 -0.000 -0.005 0.001 0.001 0.024 0.000 0.021 -0.015 -0.001 0.011 0.007 0.026 0.010 -0.000 0.014 0.011 0.025 1.000 0.001 -0.000 0.000 -0.000 0.017 | -| p4160_s | 0.000 -0.002 0.020 -0.000 0.001 0.009 0.000 0.001 0.002 0.001 0.008 0.003 -0.022 0.012 -0.024 -0.008 0.019 -0.001 0.001 1.000 -0.000 0.000 0.000 0.008 | -| phi_s | -0.002 0.001 0.000 -0.175 -0.016 0.019 0.733 -0.025 0.004 -0.000 -0.019 -0.030 -0.043 -0.027 -0.023 -0.128 0.002 -0.011 -0.000 -0.000 1.000 -0.002 0.026 -0.019 | -| omega_s | -0.032 -0.000 -0.001 -0.008 -0.006 0.001 0.002 0.001 0.005 0.000 -0.000 0.000 0.001 0.001 0.000 0.004 -0.000 0.000 0.000 0.000 -0.002 1.000 -0.153 0.000 | -| omega_p | 0.664 -0.000 0.017 0.188 0.136 0.000 0.065 0.011 -0.113 -0.001 0.025 0.018 0.023 0.006 0.014 0.029 0.010 0.009 -0.000 0.000 0.026 -0.153 1.000 0.012 | -| p3770_s | 0.015 0.000 0.223 0.022 0.049 0.080 -0.010 0.129 0.082 0.005 0.116 -0.030 -0.297 0.027 -0.004 -0.161 -0.063 -0.353 0.017 0.008 -0.019 0.000 0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3493064198589987}), (, {'error': 0.009220460104657047}), (, {'error': 0.2870755240385101}), (, {'error': 0.3261270654715296}), (, {'error': 0.0172269399242293}), (, {'error': 0.031530725702243245}), (, {'error': 0.23993462631228724}), (, {'error': 0.15669210623701257}), (, {'error': 0.03289383010681479}), (, {'error': 0.014834802629203087}), (, {'error': 0.26534937816625526}), (, {'error': 0.17787222719494356}), (, {'error': 0.2237038357409532}), (, {'error': 0.23085040589006045}), (, {'error': 0.16793698739797513}), (, {'error': 0.0803815727833167}), (, {'error': 0.09702050551343322}), (, {'error': 0.03187803154648172}), (, {'error': 0.015378032159800992}), (, {'error': 0.01925434224631878}), (, {'error': 1.2043741756801065}), (, {'error': 3.580295868584046}), (, {'error': 0.21585017122619643}), (, {'error': 0.23174477543159133})]) -Toy 10/25 -Time taken: 1 h, 3 min -Projected time left: 1 h, 35 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1436 (1436 total) | -| EDM = 0.000973 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297256.37480806693 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 3.78 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 2.7 | 1.1 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.409 | 0.010 | | | -2 | 2 | | -| 5 | jpsi_p | 1.58 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -5.49 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.37 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.733 | 0.022 | | | -2 | 2 | | -| 9 | DDstar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -1.5 | 2.0 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | 0.14 | 0.22 | | | -1.5 | 1.5 | | -| 13| p4415_p | 3.63 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.08 | 0.18 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.23 | 0.06 | | | -2 | 2 | | -| 16| p3770_p | -3.06 | 0.28 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.19 | 0.53 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.42 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 20.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 5.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.09 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.063 -0.185 -0.151 0.266 0.174 -0.000 0.018 0.129 0.013 0.237 0.048 -0.152 -0.069 -0.087 0.004 0.206 0.082 -0.220 -0.068 -0.070 -0.363 0.046 0.064 | -| p4160_p | 0.063 1.000 0.049 -0.006 0.155 0.476 0.012 0.343 0.190 0.110 0.244 -0.068 -0.380 0.294 -0.457 -0.055 0.369 0.189 -0.260 -0.209 -0.008 -0.022 0.002 0.210 | -| DDstar_p | -0.185 0.049 1.000 0.034 -0.454 -0.420 -0.001 0.156 -0.552 -0.129 -0.858 -0.124 0.551 0.482 0.412 0.095 -0.704 -0.142 0.893 0.387 0.055 0.071 -0.006 -0.075 | -| rho_p | -0.151 -0.006 0.034 1.000 -0.021 -0.022 0.094 -0.006 -0.036 -0.007 -0.034 -0.002 0.006 0.002 0.006 -0.086 -0.027 -0.009 0.032 -0.002 0.052 -0.115 -0.009 -0.014 | -| bplus_0 | 0.266 0.155 -0.454 -0.021 1.000 0.449 -0.003 0.050 0.022 0.030 0.575 0.139 -0.429 -0.183 -0.213 -0.176 0.508 0.198 -0.539 -0.166 -0.055 -0.083 0.010 0.176 | -| jpsi_p | 0.174 0.476 -0.420 -0.022 0.449 1.000 0.006 0.240 0.552 0.233 0.682 -0.000 -0.635 -0.094 -0.359 -0.232 0.689 0.375 -0.704 -0.316 -0.049 -0.066 0.006 0.353 | -| phi_p | -0.000 0.012 -0.001 0.094 -0.003 0.006 1.000 0.005 0.005 0.006 0.010 -0.002 -0.006 -0.000 -0.007 -0.017 0.012 0.007 -0.010 -0.007 0.533 -0.021 0.011 0.005 | -| p4040_p | 0.018 0.343 0.156 -0.006 0.050 0.240 0.005 1.000 0.047 0.063 0.020 0.002 -0.154 0.228 -0.177 -0.014 0.163 0.021 -0.058 0.252 -0.009 -0.010 0.000 0.102 | -| bplus_1 | 0.129 0.190 -0.552 -0.036 0.022 0.552 0.005 0.047 1.000 0.034 0.721 0.172 -0.549 -0.247 -0.282 -0.262 0.632 0.250 -0.676 -0.239 -0.038 -0.052 0.002 0.194 | -| DDstar_s | 0.013 0.110 -0.129 -0.007 0.030 0.233 0.006 0.063 0.034 1.000 0.220 0.028 -0.172 0.014 -0.047 0.001 0.167 0.120 -0.188 -0.047 -0.006 -0.007 -0.000 0.069 | -| Dbar_p | 0.237 0.244 -0.858 -0.034 0.575 0.682 0.010 0.020 0.721 0.220 1.000 0.095 -0.728 -0.370 -0.479 -0.152 0.874 0.280 -0.958 -0.428 -0.053 -0.085 0.007 0.199 | -| p4415_s | 0.048 -0.068 -0.124 -0.002 0.139 -0.000 -0.002 0.002 0.172 0.028 0.095 1.000 0.077 -0.186 0.094 -0.127 0.043 0.034 -0.084 0.233 -0.009 -0.014 0.002 0.021 | -| Ctt | -0.152 -0.380 0.551 0.006 -0.429 -0.635 -0.006 -0.154 -0.549 -0.172 -0.728 0.077 1.000 0.218 0.522 0.511 -0.663 -0.065 0.676 0.453 0.018 0.043 -0.005 -0.208 | -| p4415_p | -0.069 0.294 0.482 0.002 -0.183 -0.094 -0.000 0.228 -0.247 0.014 -0.370 -0.186 0.218 1.000 0.026 0.151 -0.236 -0.049 0.356 0.052 0.006 0.019 -0.003 0.026 | -| p4040_s | -0.087 -0.457 0.412 0.006 -0.213 -0.359 -0.007 -0.177 -0.282 -0.047 -0.479 0.094 0.522 0.026 1.000 0.099 -0.454 -0.124 0.485 0.215 0.010 0.028 -0.003 -0.006 | -| bplus_2 | 0.004 -0.055 0.095 -0.086 -0.176 -0.232 -0.017 -0.014 -0.262 0.001 -0.152 -0.127 0.511 0.151 0.099 1.000 -0.143 -0.056 0.170 0.138 -0.101 -0.051 -0.005 -0.079 | -| p3770_p | 0.206 0.369 -0.704 -0.027 0.508 0.689 0.012 0.163 0.632 0.167 0.874 0.043 -0.663 -0.236 -0.454 -0.143 1.000 0.307 -0.875 -0.377 -0.043 -0.073 0.007 0.149 | -| psi2s_p | 0.082 0.189 -0.142 -0.009 0.198 0.375 0.007 0.021 0.250 0.120 0.280 0.034 -0.065 -0.049 -0.124 -0.056 0.307 1.000 -0.315 -0.147 -0.015 -0.029 0.003 -0.074 | -| Dbar_s | -0.220 -0.260 0.893 0.032 -0.539 -0.704 -0.010 -0.058 -0.676 -0.188 -0.958 -0.084 0.676 0.356 0.485 0.170 -0.875 -0.315 1.000 0.428 0.050 0.079 -0.007 -0.247 | -| p4160_s | -0.068 -0.209 0.387 -0.002 -0.166 -0.316 -0.007 0.252 -0.239 -0.047 -0.428 0.233 0.453 0.052 0.215 0.138 -0.377 -0.147 0.428 1.000 -0.002 0.017 -0.003 -0.056 | -| phi_s | -0.070 -0.008 0.055 0.052 -0.055 -0.049 0.533 -0.009 -0.038 -0.006 -0.053 -0.009 0.018 0.006 0.010 -0.101 -0.043 -0.015 0.050 -0.002 1.000 0.021 -0.002 -0.023 | -| omega_s | -0.363 -0.022 0.071 -0.115 -0.083 -0.066 -0.021 -0.010 -0.052 -0.007 -0.085 -0.014 0.043 0.019 0.028 -0.051 -0.073 -0.029 0.079 0.017 0.021 1.000 -0.167 -0.027 | -| omega_p | 0.046 0.002 -0.006 -0.009 0.010 0.006 0.011 0.000 0.002 -0.000 0.007 0.002 -0.005 -0.003 -0.003 -0.005 0.007 0.003 -0.007 -0.003 -0.002 -0.167 1.000 0.002 | -| p3770_s | 0.064 0.210 -0.075 -0.014 0.176 0.353 0.005 0.102 0.194 0.069 0.199 0.021 -0.208 0.026 -0.006 -0.079 0.149 -0.074 -0.247 -0.056 -0.023 -0.027 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.32715542648122065}), (, {'error': 0.11087589286183519}), (, {'error': 1.099904977825524}), (, {'error': 0.2398084550948294}), (, {'error': 0.010405111062183448}), (, {'error': 0.04188114230382656}), (, {'error': 0.16117416920263405}), (, {'error': 0.17480789773230931}), (, {'error': 0.02219005379522976}), (, {'error': 0.3897715632417928}), (, {'error': 2.013925630978437}), (, {'error': 0.18744291487041087}), (, {'error': 0.2176986039765133}), (, {'error': 0.18249914429734115}), (, {'error': 0.18351394145033773}), (, {'error': 0.05702390893003839}), (, {'error': 0.27509067345517124}), (, {'error': 0.03396063252414194}), (, {'error': 0.5335782783941843}), (, {'error': 0.178038359762287}), (, {'error': 0.9024719719825232}), (, {'error': 0.8501047565782871}), (, {'error': 0.21353445711381536}), (, {'error': 0.2450951616961028})]) -Toy 11/25 -Time taken: 1 h, 11 min -Projected time left: 1 h, 31 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1496 (1496 total) | -| EDM = 1.04E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297366.727810583 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.09 | 0.30 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 4.20 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.53 | 0.04 | | | -2 | 2 | | -| 5 | jpsi_p | 4.631 | 0.024 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.71 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 4.01 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 1.00 | 0.07 | | | -2 | 2 | | -| 9 | DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.16 | 0.20 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.44 | 0.20 | | | -1.5 | 1.5 | | -| 13| p4415_p | 4.06 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.26 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.14 | 0.11 | | | -2 | 2 | | -| 16| p3770_p | -2.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.873 | 0.032 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 19.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 7.0 | 1.9 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.60 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.023 0.104 -0.019 -0.280 0.028 0.176 -0.017 0.233 0.009 0.027 0.022 -0.097 -0.063 -0.033 0.234 0.017 -0.010 0.002 -0.039 0.049 -0.225 0.039 -0.017 | -| p4160_p | -0.023 1.000 -0.029 -0.013 0.049 -0.059 -0.003 0.242 0.029 0.059 -0.072 -0.078 -0.293 0.293 -0.500 -0.041 0.129 -0.131 0.038 -0.148 0.003 0.008 0.003 -0.048 | -| DDstar_p | 0.104 -0.029 1.000 0.034 -0.194 -0.142 0.001 -0.008 -0.102 0.064 -0.233 -0.016 0.003 -0.180 -0.154 0.293 0.141 -0.133 0.004 -0.089 -0.016 -0.045 -0.022 0.058 | -| rho_p | -0.019 -0.013 0.034 1.000 -0.120 -0.086 -0.205 -0.002 0.086 0.002 0.050 0.022 0.086 0.038 0.055 -0.229 -0.003 0.000 0.003 0.069 -0.173 -0.116 -0.089 0.026 | -| bplus_0 | -0.280 0.049 -0.194 -0.120 1.000 0.111 0.006 0.020 -0.910 -0.014 -0.097 -0.064 0.074 0.046 -0.024 -0.155 -0.002 0.015 -0.005 -0.028 0.101 0.126 0.055 -0.011 | -| jpsi_p | 0.028 -0.059 -0.142 -0.086 0.111 1.000 0.019 -0.097 -0.028 0.067 0.150 -0.011 0.256 0.013 0.019 -0.202 -0.027 -0.005 0.069 -0.002 0.039 -0.017 -0.018 -0.061 | -| phi_p | 0.176 -0.003 0.001 -0.205 0.006 0.019 1.000 -0.005 0.001 0.002 -0.007 -0.003 -0.023 -0.017 -0.017 0.078 0.002 -0.003 0.001 -0.021 0.615 -0.098 -0.051 -0.011 | -| p4040_p | -0.017 0.242 -0.008 -0.002 0.020 -0.097 -0.005 1.000 0.028 0.042 -0.123 -0.022 -0.238 0.164 -0.200 -0.002 0.120 -0.195 0.031 0.281 -0.005 0.005 0.001 -0.077 | -| bplus_1 | 0.233 0.029 -0.102 0.086 -0.910 -0.028 0.001 0.028 1.000 -0.012 -0.038 -0.038 0.047 0.074 0.029 -0.083 -0.079 0.030 -0.005 0.015 -0.085 -0.106 -0.046 -0.012 | -| DDstar_s | 0.009 0.059 0.064 0.002 -0.014 0.067 0.002 0.042 -0.012 1.000 -0.005 -0.004 -0.011 0.020 -0.008 0.024 0.053 0.023 -0.002 -0.001 -0.000 -0.003 -0.001 0.037 | -| Dbar_p | 0.027 -0.072 -0.233 0.050 -0.097 0.150 -0.007 -0.123 -0.038 -0.005 1.000 0.059 -0.370 -0.116 -0.076 0.047 0.271 -0.095 0.043 -0.061 -0.027 -0.019 -0.009 -0.134 | -| p4415_s | 0.022 -0.078 -0.016 0.022 -0.064 -0.011 -0.003 -0.022 -0.038 -0.004 0.059 1.000 0.179 -0.162 0.196 0.103 -0.061 0.031 -0.000 0.328 -0.013 -0.012 -0.005 0.025 | -| Ctt | -0.097 -0.293 0.003 0.086 0.074 0.256 -0.023 -0.238 0.047 -0.011 -0.370 0.179 1.000 0.024 0.331 -0.642 -0.216 0.249 -0.013 0.268 -0.043 0.015 0.008 -0.056 | -| p4415_p | -0.063 0.293 -0.180 0.038 0.046 0.013 -0.017 0.164 0.074 0.020 -0.116 -0.162 0.024 1.000 -0.154 -0.246 0.012 -0.049 0.011 -0.144 -0.025 0.015 0.007 -0.008 | -| p4040_s | -0.033 -0.500 -0.154 0.055 -0.024 0.019 -0.017 -0.200 0.029 -0.008 -0.076 0.196 0.331 -0.154 1.000 -0.123 -0.132 0.014 -0.008 0.122 -0.034 0.002 0.002 0.120 | -| bplus_2 | 0.234 -0.041 0.293 -0.229 -0.155 -0.202 0.078 -0.002 -0.083 0.024 0.047 0.103 -0.642 -0.246 -0.123 1.000 0.065 -0.063 0.006 -0.142 0.123 -0.045 -0.024 0.028 | -| p3770_p | 0.017 0.129 0.141 -0.003 -0.002 -0.027 0.002 0.120 -0.079 0.053 0.271 -0.061 -0.216 0.012 -0.132 0.065 1.000 -0.056 0.067 -0.064 0.001 -0.010 -0.007 -0.312 | -| psi2s_p | -0.010 -0.131 -0.133 0.000 0.015 -0.005 -0.003 -0.195 0.030 0.023 -0.095 0.031 0.249 -0.049 0.014 -0.063 -0.056 1.000 0.031 -0.034 -0.003 0.001 -0.001 -0.386 | -| Dbar_s | 0.002 0.038 0.004 0.003 -0.005 0.069 0.001 0.031 -0.005 -0.002 0.043 -0.000 -0.013 0.011 -0.008 0.006 0.067 0.031 1.000 -0.003 -0.001 -0.001 -0.000 0.030 | -| p4160_s | -0.039 -0.148 -0.089 0.069 -0.028 -0.002 -0.021 0.281 0.015 -0.001 -0.061 0.328 0.268 -0.144 0.122 -0.142 -0.064 -0.034 -0.003 1.000 -0.042 0.001 0.001 0.035 | -| phi_s | 0.049 0.003 -0.016 -0.173 0.101 0.039 0.615 -0.005 -0.085 -0.000 -0.027 -0.013 -0.043 -0.025 -0.034 0.123 0.001 -0.003 -0.001 -0.042 1.000 0.002 0.013 -0.021 | -| omega_s | -0.225 0.008 -0.045 -0.116 0.126 -0.017 -0.098 0.005 -0.106 -0.003 -0.019 -0.012 0.015 0.015 0.002 -0.045 -0.010 0.001 -0.001 0.001 0.002 1.000 0.867 -0.001 | -| omega_p | 0.039 0.003 -0.022 -0.089 0.055 -0.018 -0.051 0.001 -0.046 -0.001 -0.009 -0.005 0.008 0.007 0.002 -0.024 -0.007 -0.001 -0.000 0.001 0.013 0.867 1.000 -0.001 | -| p3770_s | -0.017 -0.048 0.058 0.026 -0.011 -0.061 -0.011 -0.077 -0.012 0.037 -0.134 0.025 -0.056 -0.008 0.120 0.028 -0.312 -0.386 0.030 0.035 -0.021 -0.001 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2960724853366645}), (, {'error': 0.09428347824722305}), (, {'error': 0.3716553889227465}), (, {'error': 0.34873332726828243}), (, {'error': 0.040283241622501964}), (, {'error': 0.024006366327746775}), (, {'error': 0.18309878318171036}), (, {'error': 0.1484468294480461}), (, {'error': 0.07364082920469173}), (, {'error': 0.03367781635801692}), (, {'error': 0.3663093896813807}), (, {'error': 0.19722079833314732}), (, {'error': 0.2040778208701211}), (, {'error': 0.1838968531485179}), (, {'error': 0.17070208190007596}), (, {'error': 0.10651996825158916}), (, {'error': 0.08839672467357906}), (, {'error': 0.03152938687042628}), (, {'error': 0.026844661712002837}), (, {'error': 0.17118014524147362}), (, {'error': 1.061725487796469}), (, {'error': 1.8767665404052662}), (, {'error': 0.40564305940422596}), (, {'error': 0.23143160843267419})]) -Toy 12/25 -Time taken: 1 h, 19 min -Projected time left: 1 h, 26 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1965 (1965 total) | -| EDM = 0.00164 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297267.2557804914 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.84 | 0.25 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.30 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.418 | 0.007 | | | -2 | 2 | | -| 5 | jpsi_p | -4.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.20 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -2.88 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.809 | 0.014 | | | -2 | 2 | | -| 9 | DDstar_s | -0.28 | 0.53 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 6.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.22 | 0.16 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.07 | 0.12 | | | -1.5 | 1.5 | | -| 13| p4415_p | 4.00 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.19 | 0.18 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.20 | 0.04 | | | -2 | 2 | | -| 16| p3770_p | 3.41 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.21 | 0.12 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.99 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 17.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 6.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.82 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.086 0.044 0.019 0.104 -0.095 0.018 -0.086 0.038 0.097 0.083 -0.007 0.032 -0.093 -0.068 -0.140 0.013 -0.073 -0.075 -0.071 -0.029 -0.401 -0.012 -0.067 | -| p4160_p | -0.086 1.000 -0.711 -0.124 -0.551 0.802 0.033 0.708 -0.581 -0.847 -0.669 0.138 -0.396 0.771 0.385 -0.127 0.118 0.642 0.691 0.441 0.039 0.043 -0.001 0.505 | -| DDstar_p | 0.044 -0.711 1.000 0.100 0.378 -0.706 -0.030 -0.654 0.386 0.774 0.744 -0.043 0.250 -0.653 -0.445 0.155 -0.096 -0.587 -0.635 -0.408 -0.038 -0.031 0.001 -0.478 | -| rho_p | 0.019 -0.124 0.100 1.000 0.184 -0.126 0.026 -0.111 0.138 0.152 0.136 -0.012 0.072 -0.114 -0.082 0.192 -0.001 -0.111 -0.116 -0.066 0.019 -0.105 0.011 -0.069 | -| bplus_0 | 0.104 -0.551 0.378 0.184 1.000 -0.562 -0.020 -0.508 0.245 0.651 0.582 -0.024 0.210 -0.544 -0.381 0.008 0.041 -0.475 -0.509 -0.342 -0.041 -0.053 0.000 -0.326 | -| jpsi_p | -0.095 0.802 -0.706 -0.126 -0.562 1.000 0.031 0.758 -0.594 -0.913 -0.707 0.116 -0.396 0.769 0.576 -0.195 0.065 0.733 0.755 0.521 0.033 0.043 -0.001 0.573 | -| phi_p | 0.018 0.033 -0.030 0.026 -0.020 0.031 1.000 0.032 -0.023 -0.039 -0.029 0.006 -0.013 0.034 0.026 0.009 0.000 0.029 0.033 0.025 0.739 -0.037 -0.003 0.024 | -| p4040_p | -0.086 0.708 -0.654 -0.111 -0.508 0.758 0.032 1.000 -0.538 -0.806 -0.636 0.145 -0.344 0.702 0.439 -0.128 0.117 0.583 0.641 0.597 0.035 0.040 -0.001 0.473 | -| bplus_1 | 0.038 -0.581 0.386 0.138 0.245 -0.594 -0.023 -0.538 1.000 0.682 0.612 -0.024 0.221 -0.575 -0.402 -0.008 0.038 -0.498 -0.533 -0.365 -0.037 -0.033 0.001 -0.351 | -| DDstar_s | 0.097 -0.847 0.774 0.152 0.651 -0.913 -0.039 -0.806 0.682 1.000 0.859 -0.154 0.364 -0.834 -0.641 0.179 -0.020 -0.761 -0.871 -0.592 -0.049 -0.051 0.001 -0.569 | -| Dbar_p | 0.083 -0.669 0.744 0.136 0.582 -0.707 -0.029 -0.636 0.612 0.859 1.000 -0.149 0.315 -0.698 -0.573 0.137 0.160 -0.582 -0.757 -0.530 -0.040 -0.045 0.001 -0.401 | -| p4415_s | -0.007 0.138 -0.043 -0.012 -0.024 0.116 0.006 0.145 -0.024 -0.154 -0.149 1.000 0.115 0.079 0.158 -0.098 -0.056 0.112 0.147 0.264 0.005 0.004 -0.000 0.085 | -| Ctt | 0.032 -0.396 0.250 0.072 0.210 -0.396 -0.013 -0.344 0.221 0.364 0.315 0.115 1.000 -0.309 -0.066 0.458 -0.039 -0.150 -0.421 -0.076 -0.021 -0.023 0.000 -0.238 | -| p4415_p | -0.093 0.771 -0.653 -0.114 -0.544 0.769 0.034 0.702 -0.575 -0.834 -0.698 0.079 -0.309 1.000 0.466 -0.086 0.059 0.624 0.692 0.424 0.036 0.042 -0.001 0.490 | -| p4040_s | -0.068 0.385 -0.445 -0.082 -0.381 0.576 0.026 0.439 -0.402 -0.641 -0.573 0.158 -0.066 0.466 1.000 -0.112 -0.049 0.487 0.559 0.335 0.027 0.031 -0.001 0.423 | -| bplus_2 | -0.140 -0.127 0.155 0.192 0.008 -0.195 0.009 -0.128 -0.008 0.179 0.137 -0.098 0.458 -0.086 -0.112 1.000 0.018 -0.159 -0.090 -0.064 -0.051 -0.010 -0.000 -0.103 | -| p3770_p | 0.013 0.118 -0.096 -0.001 0.041 0.065 0.000 0.117 0.038 -0.020 0.160 -0.056 -0.039 0.059 -0.049 0.018 1.000 0.075 0.027 -0.019 -0.000 -0.004 -0.000 -0.099 | -| psi2s_p | -0.073 0.642 -0.587 -0.111 -0.475 0.733 0.029 0.583 -0.498 -0.761 -0.582 0.112 -0.150 0.624 0.487 -0.159 0.075 1.000 0.611 0.418 0.035 0.037 -0.001 0.318 | -| Dbar_s | -0.075 0.691 -0.635 -0.116 -0.509 0.755 0.033 0.641 -0.533 -0.871 -0.757 0.147 -0.421 0.692 0.559 -0.090 0.027 0.611 1.000 0.500 0.039 0.039 -0.001 0.415 | -| p4160_s | -0.071 0.441 -0.408 -0.066 -0.342 0.521 0.025 0.597 -0.365 -0.592 -0.530 0.264 -0.076 0.424 0.335 -0.064 -0.019 0.418 0.500 1.000 0.022 0.028 -0.001 0.348 | -| phi_s | -0.029 0.039 -0.038 0.019 -0.041 0.033 0.739 0.035 -0.037 -0.049 -0.040 0.005 -0.021 0.036 0.027 -0.051 -0.000 0.035 0.039 0.022 1.000 -0.003 -0.003 0.020 | -| omega_s | -0.401 0.043 -0.031 -0.105 -0.053 0.043 -0.037 0.040 -0.033 -0.051 -0.045 0.004 -0.023 0.042 0.031 -0.010 -0.004 0.037 0.039 0.028 -0.003 1.000 -0.050 0.026 | -| omega_p | -0.012 -0.001 0.001 0.011 0.000 -0.001 -0.003 -0.001 0.001 0.001 0.001 -0.000 0.000 -0.001 -0.001 -0.000 -0.000 -0.001 -0.001 -0.001 -0.003 -0.050 1.000 -0.001 | -| p3770_s | -0.067 0.505 -0.478 -0.069 -0.326 0.573 0.024 0.473 -0.351 -0.569 -0.401 0.085 -0.238 0.490 0.423 -0.103 -0.099 0.318 0.415 0.348 0.020 0.026 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2502232272587314}), (, {'error': 0.1692066690987699}), (, {'error': 0.35214827725623365}), (, {'error': 0.4019471080209094}), (, {'error': 0.006743191077460908}), (, {'error': 0.054717809401837236}), (, {'error': 0.25343343809522123}), (, {'error': 0.21912376144162193}), (, {'error': 0.013553009302344599}), (, {'error': 0.5312755614231817}), (, {'error': 0.737568523970709}), (, {'error': 0.15931570354514402}), (, {'error': 0.11968371417389201}), (, {'error': 0.26493481859824186}), (, {'error': 0.17780205121237613}), (, {'error': 0.04343211782597989}), (, {'error': 0.0940260681267091}), (, {'error': 0.0421182708780341}), (, {'error': 0.12117118421487161}), (, {'error': 0.1685098434336525}), (, {'error': 1.066172007796533}), (, {'error': 0.7985298767924522}), (, {'error': 0.05215117663267144}), (, {'error': 0.23652050592289475})]) -Toy 13/25 -Time taken: 1 h, 29 min -Projected time left: 1 h, 22 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.008E+05 | Ncalls=513 (524 total) | -| EDM = 6.38E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 300790.8232851719 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 2.283E-1 | 0.018E-1 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -0.43 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 3.87 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 3.890 | 0.015 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.724 | 0.007 | | | -2 | 2 | | -| 5 | jpsi_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -4.264 | 0.013 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 6.094 | 0.005 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -1.613 | 0.016 | | | -2 | 2 | | -| 9 | DDstar_s | -1.806E-1 | 0.019E-1 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 6.006 | 0.009 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.721 | 0.003 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.012 | 0.011 | | | -1.5 | 1.5 | | -| 13| p4415_p | 5.057 | 0.017 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.102E-1 | 0.013E-1 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -1.731 | 0.007 | | | -2 | 2 | | -| 16| p3770_p | -5.31 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 0.91 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.491E-1 | 0.016E-1 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.078 | 0.003 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 2.348E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 0.932E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -5.463 | 0.010 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.180 | 0.009 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.068 0.076 0.021 -0.076 -0.076 0.011 -0.002 -0.076 -0.071 -0.062 -0.011 -0.070 0.060 -0.000 -0.069 -0.075 0.076 -0.063 0.035 -0.001 -0.000 -0.030 0.066 | -| p4160_p | 0.068 1.000 0.896 0.229 -0.895 -0.899 0.135 -0.020 -0.894 -0.836 -0.733 -0.127 -0.829 0.704 -0.001 -0.815 -0.886 0.893 -0.744 0.406 -0.010 -0.005 -0.351 0.783 | -| DDstar_p | 0.076 0.896 1.000 0.254 -0.991 -0.997 0.150 -0.022 -0.990 -0.927 -0.812 -0.141 -0.919 0.780 -0.001 -0.903 -0.982 0.990 -0.825 0.452 -0.011 -0.005 -0.389 0.868 | -| rho_p | 0.021 0.229 0.254 1.000 -0.254 -0.255 0.039 -0.006 -0.253 -0.237 -0.208 -0.036 -0.235 0.200 -0.000 -0.231 -0.251 0.253 -0.211 0.116 -0.003 -0.001 -0.099 0.222 | -| bplus_0 | -0.076 -0.895 -0.991 -0.254 1.000 0.995 -0.150 0.022 0.988 0.925 0.811 0.141 0.917 -0.779 0.001 0.900 0.981 -0.988 0.824 -0.451 0.011 0.005 0.388 -0.866 | -| jpsi_p | -0.076 -0.899 -0.997 -0.255 0.995 1.000 -0.150 0.022 0.994 0.930 0.815 0.142 0.922 -0.783 0.001 0.906 0.986 -0.993 0.828 -0.453 0.011 0.005 0.390 -0.871 | -| phi_p | 0.011 0.135 0.150 0.039 -0.150 -0.150 1.000 -0.003 -0.150 -0.140 -0.123 -0.021 -0.139 0.118 -0.000 -0.137 -0.148 0.150 -0.125 0.068 -0.002 -0.001 -0.059 0.131 | -| p4040_p | -0.002 -0.020 -0.022 -0.006 0.022 0.022 -0.003 1.000 0.022 0.021 0.018 0.003 0.021 -0.018 -0.000 0.020 0.022 -0.022 0.019 -0.010 0.000 0.000 0.009 -0.020 | -| bplus_1 | -0.076 -0.894 -0.990 -0.253 0.988 0.994 -0.150 0.022 1.000 0.924 0.810 0.141 0.916 -0.778 0.001 0.900 0.980 -0.986 0.823 -0.450 0.011 0.005 0.388 -0.865 | -| DDstar_s | -0.071 -0.836 -0.927 -0.237 0.925 0.930 -0.140 0.021 0.924 1.000 0.758 0.132 0.857 -0.728 0.001 0.843 0.917 -0.923 0.770 -0.422 0.010 0.005 0.363 -0.810 | -| Dbar_p | -0.062 -0.733 -0.812 -0.208 0.811 0.815 -0.123 0.018 0.810 0.758 1.000 0.116 0.751 -0.638 0.001 0.738 0.803 -0.809 0.674 -0.369 0.009 0.004 0.318 -0.710 | -| p4415_s | -0.011 -0.127 -0.141 -0.036 0.141 0.142 -0.021 0.003 0.141 0.132 0.116 1.000 0.131 -0.111 0.000 0.129 0.140 -0.141 0.118 -0.064 0.002 0.001 0.055 -0.124 | -| Ctt | -0.070 -0.829 -0.919 -0.235 0.917 0.922 -0.139 0.021 0.916 0.857 0.751 0.131 1.000 -0.722 0.001 0.836 0.908 -0.915 0.763 -0.418 0.010 0.005 0.360 -0.803 | -| p4415_p | 0.060 0.704 0.780 0.200 -0.779 -0.783 0.118 -0.018 -0.778 -0.728 -0.638 -0.111 -0.722 1.000 -0.001 -0.709 -0.772 0.777 -0.648 0.355 -0.009 -0.004 -0.305 0.682 | -| p4040_s | -0.000 -0.001 -0.001 -0.000 0.001 0.001 -0.000 -0.000 0.001 0.001 0.001 0.000 0.001 -0.001 1.000 0.001 0.001 -0.001 0.001 -0.000 0.000 0.000 0.000 -0.001 | -| bplus_2 | -0.069 -0.815 -0.903 -0.231 0.900 0.906 -0.137 0.020 0.900 0.843 0.738 0.129 0.836 -0.709 0.001 1.000 0.893 -0.900 0.751 -0.411 0.010 0.005 0.353 -0.789 | -| p3770_p | -0.075 -0.886 -0.982 -0.251 0.981 0.986 -0.148 0.022 0.980 0.917 0.803 0.140 0.908 -0.772 0.001 0.893 1.000 -0.980 0.816 -0.447 0.011 0.005 0.385 -0.858 | -| psi2s_p | 0.076 0.893 0.990 0.253 -0.988 -0.993 0.150 -0.022 -0.986 -0.923 -0.809 -0.141 -0.915 0.777 -0.001 -0.900 -0.980 1.000 -0.822 0.450 -0.011 -0.005 -0.387 0.864 | -| Dbar_s | -0.063 -0.744 -0.825 -0.211 0.824 0.828 -0.125 0.019 0.823 0.770 0.674 0.118 0.763 -0.648 0.001 0.751 0.816 -0.822 1.000 -0.376 0.009 0.004 0.323 -0.721 | -| p4160_s | 0.035 0.406 0.452 0.116 -0.451 -0.453 0.068 -0.010 -0.450 -0.422 -0.369 -0.064 -0.418 0.355 -0.000 -0.411 -0.447 0.450 -0.376 1.000 -0.005 -0.002 -0.177 0.395 | -| phi_s | -0.001 -0.010 -0.011 -0.003 0.011 0.011 -0.002 0.000 0.011 0.010 0.009 0.002 0.010 -0.009 0.000 0.010 0.011 -0.011 0.009 -0.005 1.000 0.000 0.004 -0.010 | -| omega_s | -0.000 -0.005 -0.005 -0.001 0.005 0.005 -0.001 0.000 0.005 0.005 0.004 0.001 0.005 -0.004 0.000 0.005 0.005 -0.005 0.004 -0.002 0.000 1.000 0.002 -0.004 | -| omega_p | -0.030 -0.351 -0.389 -0.099 0.388 0.390 -0.059 0.009 0.388 0.363 0.318 0.055 0.360 -0.305 0.000 0.353 0.385 -0.387 0.323 -0.177 0.004 0.002 1.000 -0.340 | -| p3770_s | 0.066 0.783 0.868 0.222 -0.866 -0.871 0.131 -0.020 -0.865 -0.810 -0.710 -0.124 -0.803 0.682 -0.001 -0.789 -0.858 0.864 -0.721 0.395 -0.010 -0.004 -0.340 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0018081009219794858}), (, {'error': 0.03812105480778749}), (, {'error': 0.21165064570801384}), (, {'error': 0.014836367735743927}), (, {'error': 0.007238720751296279}), (, {'error': 9.641017038945868}), (, {'error': 0.013045000120575967}), (, {'error': 0.004507444601100197}), (, {'error': 0.016366373830526748}), (, {'error': 0.001926315174804863}), (, {'error': 0.009229306079532762}), (, {'error': 0.002977874862427732}), (, {'error': 0.01123069395810461}), (, {'error': 0.017280586348730864}), (, {'error': 0.0013130455706044444}), (, {'error': 0.007148676877456017}), (, {'error': 0.11281075873251378}), (, {'error': 0.09386113485659475}), (, {'error': 0.001550941402119435}), (, {'error': 0.003193271987947055}), (, {'error': 0.002701767208371564}), (, {'error': 0.0019456829493060823}), (, {'error': 0.00972238329277575}), (, {'error': 0.008602675081137434})]) -Toy 14/25 -Time taken: 1 h, 34 min -Projected time left: 1 h, 13 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=822 (822 total) | -| EDM = 0.000513 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297378.8218745753 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 4.04 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -5.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.378 | 0.028 | | | -2 | 2 | | -| 5 | jpsi_p | 1.534 | 0.024 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -0.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -3.65 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 9 | DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -4.26 | 0.30 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.05 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | 0.12 | 0.17 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.09 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.59 | 0.18 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.14 | 0.07 | | | -2 | 2 | | -| 16| p3770_p | -6.283 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.934 | 0.028 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 19| p4160_s | 1.61 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 17.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.30 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.021 0.078 -0.195 -0.493 0.035 0.073 0.045 0.412 0.004 0.039 0.039 0.081 0.016 -0.003 -0.145 0.001 0.004 -0.001 0.058 -0.001 0.085 0.402 -0.000 | -| p4160_p | -0.021 1.000 -0.078 0.011 0.012 0.063 -0.004 -0.352 0.055 0.030 0.082 0.042 -0.263 0.267 -0.184 -0.104 -0.005 -0.109 0.019 -0.136 -0.005 -0.001 -0.006 0.001 | -| DDstar_p | 0.078 -0.078 1.000 -0.026 0.022 -0.293 0.002 -0.228 -0.305 0.042 -0.125 -0.056 -0.029 -0.200 0.042 0.281 -0.001 -0.152 0.010 -0.139 -0.008 0.009 0.026 0.003 | -| rho_p | -0.195 0.011 -0.026 1.000 0.192 -0.010 0.006 0.001 -0.166 -0.002 -0.009 -0.005 0.010 0.011 -0.004 -0.040 -0.000 0.007 -0.000 0.001 0.033 -0.053 -0.157 0.000 | -| bplus_0 | -0.493 0.012 0.022 0.192 1.000 -0.095 -0.057 -0.084 -0.927 0.005 0.000 -0.033 -0.066 -0.055 0.032 0.152 -0.003 0.007 0.001 -0.076 0.081 -0.051 -0.192 0.001 | -| jpsi_p | 0.035 0.063 -0.293 -0.010 -0.095 1.000 -0.005 0.014 0.090 0.030 0.324 -0.028 -0.325 0.046 0.024 0.065 -0.003 0.081 0.032 -0.034 -0.032 0.012 0.014 -0.001 | -| phi_p | 0.073 -0.004 0.002 0.006 -0.057 -0.005 1.000 0.007 0.047 0.001 0.006 0.005 0.006 0.003 -0.000 -0.024 0.000 -0.002 0.000 0.008 0.607 0.027 0.040 -0.000 | -| p4040_p | 0.045 -0.352 -0.228 0.001 -0.084 0.014 0.007 1.000 0.114 0.003 -0.087 0.162 0.139 -0.090 -0.174 -0.129 -0.002 -0.088 0.008 0.295 -0.029 0.005 0.031 -0.001 | -| bplus_1 | 0.412 0.055 -0.305 -0.166 -0.927 0.090 0.047 0.114 1.000 -0.025 -0.114 -0.033 0.135 0.167 -0.083 -0.347 0.004 -0.001 -0.002 0.070 -0.074 0.044 0.162 -0.002 | -| DDstar_s | 0.004 0.030 0.042 -0.002 0.005 0.030 0.001 0.003 -0.025 1.000 -0.005 -0.006 -0.011 0.012 -0.009 0.023 -0.002 0.023 -0.000 -0.004 0.001 0.000 0.001 0.000 | -| Dbar_p | 0.039 0.082 -0.125 -0.009 0.000 0.324 0.006 -0.087 -0.114 -0.005 1.000 -0.016 -0.308 -0.021 0.082 0.087 -0.013 0.097 0.016 -0.091 -0.008 0.004 0.019 0.003 | -| p4415_s | 0.039 0.042 -0.056 -0.005 -0.033 -0.028 0.005 0.162 -0.033 -0.006 -0.016 1.000 0.206 -0.116 -0.064 0.037 0.001 0.031 -0.003 0.283 -0.015 0.003 0.021 -0.000 | -| Ctt | 0.081 -0.263 -0.029 0.010 -0.066 -0.325 0.006 0.139 0.135 -0.011 -0.308 0.206 1.000 -0.057 0.220 -0.628 0.012 0.224 0.010 0.235 -0.061 0.008 0.061 0.001 | -| p4415_p | 0.016 0.267 -0.200 0.011 -0.055 0.046 0.003 -0.090 0.167 0.012 -0.021 -0.116 -0.057 1.000 -0.141 -0.277 -0.002 -0.057 0.009 -0.204 -0.024 0.002 0.018 0.000 | -| p4040_s | -0.003 -0.184 0.042 -0.004 0.032 0.024 -0.000 -0.174 -0.083 -0.009 0.082 -0.064 0.220 -0.141 1.000 0.075 0.002 0.233 -0.012 -0.365 0.009 -0.001 -0.005 -0.002 | -| bplus_2 | -0.145 -0.104 0.281 -0.040 0.152 0.065 -0.024 -0.129 -0.347 0.023 0.087 0.037 -0.628 -0.277 0.075 1.000 -0.002 -0.086 0.006 -0.136 0.115 -0.011 -0.119 -0.000 | -| p3770_p | 0.001 -0.005 -0.001 -0.000 -0.003 -0.003 0.000 -0.002 0.004 -0.002 -0.013 0.001 0.012 -0.002 0.002 -0.002 1.000 0.010 -0.002 0.000 0.000 -0.000 0.000 -0.001 | -| psi2s_p | 0.004 -0.109 -0.152 0.007 0.007 0.081 -0.002 -0.088 -0.001 0.023 0.097 0.031 0.224 -0.057 0.233 -0.086 0.010 1.000 0.031 -0.040 -0.017 0.002 0.008 0.005 | -| Dbar_s | -0.001 0.019 0.010 -0.000 0.001 0.032 0.000 0.008 -0.002 -0.000 0.016 -0.003 0.010 0.009 -0.012 0.006 -0.002 0.031 1.000 -0.001 0.001 -0.000 -0.001 -0.000 | -| p4160_s | 0.058 -0.136 -0.139 0.001 -0.076 -0.034 0.008 0.295 0.070 -0.004 -0.091 0.283 0.235 -0.204 -0.365 -0.136 0.000 -0.040 -0.001 1.000 -0.034 0.005 0.038 -0.001 | -| phi_s | -0.001 -0.005 -0.008 0.033 0.081 -0.032 0.607 -0.029 -0.074 0.001 -0.008 -0.015 -0.061 -0.024 0.009 0.115 0.000 -0.017 0.001 -0.034 1.000 -0.006 0.004 0.000 | -| omega_s | 0.085 -0.001 0.009 -0.053 -0.051 0.012 0.027 0.005 0.044 0.000 0.004 0.003 0.008 0.002 -0.001 -0.011 -0.000 0.002 -0.000 0.005 -0.006 1.000 -0.506 -0.000 | -| omega_p | 0.402 -0.006 0.026 -0.157 -0.192 0.014 0.040 0.031 0.162 0.001 0.019 0.021 0.061 0.018 -0.005 -0.119 0.000 0.008 -0.001 0.038 0.004 -0.506 1.000 -0.000 | -| p3770_s | -0.000 0.001 0.003 0.000 0.001 -0.001 -0.000 -0.001 -0.002 0.000 0.003 -0.000 0.001 0.000 -0.002 -0.000 -0.001 0.005 -0.000 -0.001 0.000 -0.000 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4114683565957985}), (, {'error': 0.12595750569785746}), (, {'error': 0.35487949087447834}), (, {'error': 0.8448329313599325}), (, {'error': 0.027985828392681933}), (, {'error': 0.023893042088033667}), (, {'error': 0.21761713920275616}), (, {'error': 0.2899635162712937}), (, {'error': 0.057957629691991475}), (, {'error': 0.023378006399598694}), (, {'error': 0.2974292493501549}), (, {'error': 0.19334580543450713}), (, {'error': 0.16516210263094466}), (, {'error': 0.20516384170322222}), (, {'error': 0.177562025762141}), (, {'error': 0.07119559812820442}), (, {'error': 0.028115360428280667}), (, {'error': 0.02846355256500832}), (, {'error': 0.01551056580136359}), (, {'error': 0.1775476798426825}), (, {'error': 1.1102110559024112}), (, {'error': 4.327062341281488}), (, {'error': 0.25636017957937796}), (, {'error': 0.009370348020179775})]) -Toy 15/25 -Time taken: 1 h, 40 min -Projected time left: 1 h, 6 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1417 (1417 total) | -| EDM = 0.00011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297448.6000661341 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.99 | 0.29 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 4.12 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -6.3 | 1.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.425 | 0.008 | | | -2 | 2 | | -| 5 | jpsi_p | 1.60 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -5.73 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.829 | 0.016 | | | -2 | 2 | | -| 9 | DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -4.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.31 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.39 | 0.16 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.37 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.74 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.18 | 0.07 | | | -2 | 2 | | -| 16| p3770_p | -2.88 | 0.29 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.79 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.26 | 0.58 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.25 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 21.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 6.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -0.12 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.3 | 0.5 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.015 0.023 0.123 -0.140 0.026 0.065 0.012 0.036 0.019 0.066 0.014 -0.009 0.001 -0.009 0.068 0.029 0.024 0.024 -0.008 -0.002 -0.384 -0.051 0.018 | -| p4160_p | 0.015 1.000 0.665 -0.035 -0.131 0.886 0.049 0.823 -0.111 -0.025 0.699 -0.353 0.307 0.692 -0.497 0.515 0.857 0.794 0.915 -0.247 0.049 0.011 0.018 0.823 | -| DDstar_p | 0.023 0.665 1.000 -0.025 -0.159 0.699 0.040 0.640 -0.143 -0.007 0.585 -0.290 0.384 0.438 -0.332 0.452 0.704 0.656 0.798 -0.221 0.037 0.005 0.014 0.684 | -| rho_p | 0.123 -0.035 -0.025 1.000 -0.039 -0.028 -0.186 -0.029 -0.041 0.002 -0.003 0.023 0.023 -0.001 0.047 -0.219 -0.035 -0.032 -0.040 0.053 -0.142 0.118 -0.136 -0.024 | -| bplus_0 | -0.140 -0.131 -0.159 -0.039 1.000 -0.200 -0.008 -0.123 -0.511 -0.066 -0.327 -0.053 0.013 -0.077 0.015 -0.235 -0.183 -0.164 -0.172 -0.006 0.038 0.047 0.004 -0.166 | -| jpsi_p | 0.026 0.886 0.699 -0.028 -0.200 1.000 0.046 0.822 -0.168 -0.050 0.739 -0.369 0.361 0.637 -0.359 0.585 0.873 0.851 0.953 -0.244 0.038 0.006 0.018 0.875 | -| phi_p | 0.065 0.049 0.040 -0.186 -0.008 0.046 1.000 0.045 0.005 -0.001 0.045 -0.020 0.024 0.031 -0.026 0.063 0.051 0.047 0.055 -0.020 0.701 -0.077 0.008 0.047 | -| p4040_p | 0.012 0.823 0.640 -0.029 -0.123 0.822 0.045 1.000 -0.100 -0.023 0.622 -0.313 0.291 0.630 -0.383 0.483 0.805 0.721 0.858 -0.042 0.043 0.012 0.017 0.758 | -| bplus_1 | 0.036 -0.111 -0.143 -0.041 -0.511 -0.168 0.005 -0.100 1.000 -0.075 -0.323 -0.072 0.035 -0.047 0.019 -0.228 -0.176 -0.146 -0.149 -0.004 -0.002 -0.024 -0.008 -0.147 | -| DDstar_s | 0.019 -0.025 -0.007 0.002 -0.066 -0.050 -0.001 -0.023 -0.075 1.000 -0.096 -0.010 0.010 -0.036 -0.020 0.001 -0.027 -0.042 -0.039 -0.009 -0.005 -0.009 -0.003 -0.029 | -| Dbar_p | 0.066 0.699 0.585 -0.003 -0.327 0.739 0.045 0.622 -0.323 -0.096 1.000 -0.282 0.145 0.448 -0.379 0.428 0.779 0.653 0.741 -0.256 0.022 -0.013 0.012 0.659 | -| p4415_s | 0.014 -0.353 -0.290 0.023 -0.053 -0.369 -0.020 -0.313 -0.072 -0.010 -0.282 1.000 0.002 -0.329 0.261 -0.145 -0.356 -0.320 -0.375 0.339 -0.029 -0.013 -0.009 -0.329 | -| Ctt | -0.009 0.307 0.384 0.023 0.013 0.361 0.024 0.291 0.035 0.010 0.145 0.002 1.000 0.276 0.058 -0.099 0.357 0.497 0.460 0.061 0.009 0.008 0.011 0.390 | -| p4415_p | 0.001 0.692 0.438 -0.001 -0.077 0.637 0.031 0.630 -0.047 -0.036 0.448 -0.329 0.276 1.000 -0.345 0.298 0.617 0.565 0.660 -0.236 0.023 0.012 0.015 0.603 | -| p4040_s | -0.009 -0.497 -0.332 0.047 0.015 -0.359 -0.026 -0.383 0.019 -0.020 -0.379 0.261 0.058 -0.345 1.000 -0.229 -0.364 -0.340 -0.370 0.101 -0.038 -0.004 -0.006 -0.285 | -| bplus_2 | 0.068 0.515 0.452 -0.219 -0.235 0.585 0.063 0.483 -0.228 0.001 0.428 -0.145 -0.099 0.298 -0.229 1.000 0.515 0.511 0.587 -0.203 0.119 -0.018 0.001 0.528 | -| p3770_p | 0.029 0.857 0.704 -0.035 -0.183 0.873 0.051 0.805 -0.176 -0.027 0.779 -0.356 0.357 0.617 -0.364 0.515 1.000 0.806 0.909 -0.226 0.047 0.005 0.017 0.783 | -| psi2s_p | 0.024 0.794 0.656 -0.032 -0.164 0.851 0.047 0.721 -0.146 -0.042 0.653 -0.320 0.497 0.565 -0.340 0.511 0.806 1.000 0.881 -0.238 0.044 0.007 0.017 0.733 | -| Dbar_s | 0.024 0.915 0.798 -0.040 -0.172 0.953 0.055 0.858 -0.149 -0.039 0.741 -0.375 0.460 0.660 -0.370 0.587 0.909 0.881 1.000 -0.241 0.054 0.010 0.019 0.906 | -| p4160_s | -0.008 -0.247 -0.221 0.053 -0.006 -0.244 -0.020 -0.042 -0.004 -0.009 -0.256 0.339 0.061 -0.236 0.101 -0.203 -0.226 -0.238 -0.241 1.000 -0.038 -0.002 -0.003 -0.204 | -| phi_s | -0.002 0.049 0.037 -0.142 0.038 0.038 0.701 0.043 -0.002 -0.005 0.022 -0.029 0.009 0.023 -0.038 0.119 0.047 0.044 0.054 -0.038 1.000 -0.023 0.022 0.041 | -| omega_s | -0.384 0.011 0.005 0.118 0.047 0.006 -0.077 0.012 -0.024 -0.009 -0.013 -0.013 0.008 0.012 -0.004 -0.018 0.005 0.007 0.010 -0.002 -0.023 1.000 0.462 0.010 | -| omega_p | -0.051 0.018 0.014 -0.136 0.004 0.018 0.008 0.017 -0.008 -0.003 0.012 -0.009 0.011 0.015 -0.006 0.001 0.017 0.017 0.019 -0.003 0.022 0.462 1.000 0.018 | -| p3770_s | 0.018 0.823 0.684 -0.024 -0.166 0.875 0.047 0.758 -0.147 -0.029 0.659 -0.329 0.390 0.603 -0.285 0.528 0.783 0.733 0.906 -0.204 0.041 0.010 0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29122804021637005}), (, {'error': 0.2257116579808951}), (, {'error': 1.409205725987059}), (, {'error': 0.3555512782630812}), (, {'error': 0.008326824087882101}), (, {'error': 0.07544969276584057}), (, {'error': 0.22260142743775102}), (, {'error': 0.4370853808213573}), (, {'error': 0.01627835015396406}), (, {'error': 0.05677422433166271}), (, {'error': 0.6024916868477259}), (, {'error': 0.18990277194968896}), (, {'error': 0.161378760330824}), (, {'error': 0.20374879380782396}), (, {'error': 0.1678657614099739}), (, {'error': 0.0727803511900813}), (, {'error': 0.2886296296012727}), (, {'error': 0.06191979898596145}), (, {'error': 0.5793388433648445}), (, {'error': 0.15635168166708402}), (, {'error': 1.1281595898447208}), (, {'error': 0.9804555818799381}), (, {'error': 0.25201494964706006}), (, {'error': 0.49765616300055515})]) -Toy 16/25 -Time taken: 1 h, 48 min -Projected time left: 1 h, 54 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1942 (1942 total) | -| EDM = 3.95E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297181.3041055708 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.04 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.505 | 0.022 | | | -2 | 2 | | -| 5 | jpsi_p | -1.600 | 0.026 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.76 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.88 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 9 | DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.25 | 0.23 | | | -1.5 | 1.5 | | -| 13| p4415_p | 4.26 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.26 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.16 | 0.10 | | | -2 | 2 | | -| 16| p3770_p | -2.84 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 19.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 8.3 | 1.4 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.36 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.007 0.046 0.421 0.151 -0.059 -0.205 0.004 -0.062 0.002 0.052 0.033 0.071 0.023 0.043 0.173 0.029 -0.002 0.003 0.060 -0.148 0.068 0.254 0.026 | -| p4160_p | -0.007 1.000 0.236 -0.030 0.016 -0.018 0.010 0.246 0.038 0.114 0.013 -0.071 -0.386 0.290 -0.560 -0.105 0.235 -0.148 0.064 -0.183 0.008 -0.006 0.003 -0.009 | -| DDstar_p | 0.046 0.236 1.000 -0.062 0.045 0.119 0.024 0.161 0.423 0.091 -0.201 -0.072 -0.056 -0.041 -0.161 -0.317 0.297 -0.041 -0.003 -0.095 0.028 -0.007 0.028 0.168 | -| rho_p | 0.421 -0.030 -0.062 1.000 -0.119 -0.150 -0.431 -0.002 0.083 -0.005 0.024 0.037 0.173 0.077 0.089 0.400 -0.034 -0.001 0.002 0.112 -0.226 0.135 -0.167 0.022 | -| bplus_0 | 0.151 0.016 0.045 -0.119 1.000 -0.029 0.033 0.020 -0.773 0.003 0.040 0.023 -0.016 0.001 0.013 -0.015 0.060 -0.008 0.002 0.029 -0.005 -0.024 0.073 0.041 | -| jpsi_p | -0.059 -0.018 0.119 -0.150 -0.029 1.000 0.060 -0.084 0.069 0.129 0.232 -0.023 0.157 -0.039 -0.036 0.054 0.109 -0.028 0.101 -0.058 0.055 -0.031 0.008 -0.034 | -| phi_p | -0.205 0.010 0.024 -0.431 0.033 0.060 1.000 -0.004 -0.028 0.004 -0.011 -0.018 -0.068 -0.035 -0.040 -0.175 0.013 -0.002 0.001 -0.051 0.575 -0.104 0.037 -0.014 | -| p4040_p | 0.004 0.246 0.161 -0.002 0.020 -0.084 -0.004 1.000 0.026 0.085 -0.064 -0.002 -0.278 0.143 -0.257 -0.080 0.170 -0.225 0.056 0.270 -0.007 -0.005 -0.002 -0.053 | -| bplus_1 | -0.062 0.038 0.423 0.083 -0.773 0.069 -0.028 0.026 1.000 0.022 0.192 0.071 -0.197 -0.127 -0.040 -0.331 0.204 -0.003 0.007 -0.034 0.006 0.015 -0.041 0.073 | -| DDstar_s | 0.002 0.114 0.091 -0.005 0.003 0.129 0.004 0.085 0.022 1.000 0.004 -0.006 -0.021 0.063 -0.003 -0.014 0.075 0.053 -0.007 0.009 0.004 0.000 0.003 0.060 | -| Dbar_p | 0.052 0.013 -0.201 0.024 0.040 0.232 -0.011 -0.064 0.192 0.004 1.000 0.013 -0.395 -0.113 -0.104 -0.074 0.393 -0.058 0.060 -0.107 -0.014 -0.003 0.006 -0.083 | -| p4415_s | 0.033 -0.071 -0.072 0.037 0.023 -0.023 -0.018 -0.002 0.071 -0.006 0.013 1.000 0.221 -0.138 0.171 -0.001 -0.070 0.013 -0.002 0.316 -0.020 -0.001 -0.003 0.008 | -| Ctt | 0.071 -0.386 -0.056 0.173 -0.016 0.157 -0.068 -0.278 -0.197 -0.021 -0.395 0.221 1.000 -0.025 0.373 0.681 -0.274 0.203 -0.012 0.291 -0.072 0.004 -0.031 -0.113 | -| p4415_p | 0.023 0.290 -0.041 0.077 0.001 -0.039 -0.035 0.143 -0.127 0.063 -0.113 -0.138 -0.025 1.000 -0.217 0.208 0.023 -0.093 0.028 -0.183 -0.039 -0.001 -0.019 -0.020 | -| p4040_s | 0.043 -0.560 -0.161 0.089 0.013 -0.036 -0.040 -0.257 -0.040 -0.003 -0.104 0.171 0.373 -0.217 1.000 0.165 -0.180 0.008 -0.009 0.075 -0.044 0.001 -0.016 0.096 | -| bplus_2 | 0.173 -0.105 -0.317 0.400 -0.015 0.054 -0.175 -0.080 -0.331 -0.014 -0.074 -0.001 0.681 0.208 0.165 1.000 -0.146 0.018 -0.001 0.194 -0.184 0.007 -0.074 -0.089 | -| p3770_p | 0.029 0.235 0.297 -0.034 0.060 0.109 0.013 0.170 0.204 0.075 0.393 -0.070 -0.274 0.023 -0.180 -0.146 1.000 -0.035 0.085 -0.095 0.010 -0.008 0.014 -0.250 | -| psi2s_p | -0.002 -0.148 -0.041 -0.001 -0.008 -0.028 -0.002 -0.225 -0.003 0.053 -0.058 0.013 0.203 -0.093 0.008 0.018 -0.035 1.000 0.052 -0.070 -0.004 -0.005 -0.004 -0.388 | -| Dbar_s | 0.003 0.064 -0.003 0.002 0.002 0.101 0.001 0.056 0.007 -0.007 0.060 -0.002 -0.012 0.028 -0.009 -0.001 0.085 0.052 1.000 0.000 0.000 0.001 0.001 0.048 | -| p4160_s | 0.060 -0.183 -0.095 0.112 0.029 -0.058 -0.051 0.270 -0.034 0.009 -0.107 0.316 0.291 -0.183 0.075 0.194 -0.095 -0.070 0.000 1.000 -0.057 -0.000 -0.019 0.008 | -| phi_s | -0.148 0.008 0.028 -0.226 -0.005 0.055 0.575 -0.007 0.006 0.004 -0.014 -0.020 -0.072 -0.039 -0.044 -0.184 0.010 -0.004 0.000 -0.057 1.000 -0.003 0.052 -0.020 | -| omega_s | 0.068 -0.006 -0.007 0.135 -0.024 -0.031 -0.104 -0.005 0.015 0.000 -0.003 -0.001 0.004 -0.001 0.001 0.007 -0.008 -0.005 0.001 -0.000 -0.003 1.000 0.746 -0.005 | -| omega_p | 0.254 0.003 0.028 -0.167 0.073 0.008 0.037 -0.002 -0.041 0.003 0.006 -0.003 -0.031 -0.019 -0.016 -0.074 0.014 -0.004 0.001 -0.019 0.052 0.746 1.000 -0.003 | -| p3770_s | 0.026 -0.009 0.168 0.022 0.041 -0.034 -0.014 -0.053 0.073 0.060 -0.083 0.008 -0.113 -0.020 0.096 -0.089 -0.250 -0.388 0.048 0.008 -0.020 -0.005 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.37409713740463285}), (, {'error': 0.10095496233877821}), (, {'error': 0.43178186117035144}), (, {'error': 0.5879553840060843}), (, {'error': 0.022127684529128278}), (, {'error': 0.02644048357837203}), (, {'error': 0.18642269767078323}), (, {'error': 0.15193881967421508}), (, {'error': 0.048980888334937966}), (, {'error': 0.04746494770525683}), (, {'error': 0.4226107324674988}), (, {'error': 0.19200198784466788}), (, {'error': 0.23022474562519446}), (, {'error': 0.18357854984751398}), (, {'error': 0.17089245840167033}), (, {'error': 0.10424555639463584}), (, {'error': 0.10338327499517064}), (, {'error': 0.03167191151630089}), (, {'error': 0.03618153309472277}), (, {'error': 0.16810120177549415}), (, {'error': 0.9619171128622135}), (, {'error': 1.3845985126575107}), (, {'error': 0.35626409408368964}), (, {'error': 0.23438914440904446})]) -Toy 17/25 -Time taken: 1 h, 57 min -Projected time left: 55 min, 28 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1265 (1265 total) | -| EDM = 0.000415 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297297.5381622135 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.45 | 0.32 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.32 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 3.4 | 1.6 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.63 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.464 | 0.022 | | | -2 | 2 | | -| 5 | jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 0.65 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.59 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.92 | 0.04 | | | -2 | 2 | | -| 9 | DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 3.2 | 1.4 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.29 | 0.19 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.03 | 0.19 | | | -1.5 | 1.5 | | -| 13| p4415_p | 3.73 | 0.23 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.06 | 0.21 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.32 | 0.10 | | | -2 | 2 | | -| 16| p3770_p | 3.27 | 0.19 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.26 | 0.19 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 21.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 5.6 | 1.3 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.37 | 0.28 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.068 0.169 0.115 -0.282 -0.029 0.121 -0.023 0.128 0.072 -0.158 0.025 0.039 -0.126 -0.089 0.206 0.103 0.007 -0.078 -0.081 0.022 -0.404 -0.043 0.044 | -| p4160_p | -0.068 1.000 -0.341 -0.038 0.131 0.552 0.010 0.459 0.156 -0.068 0.059 -0.136 -0.344 0.533 -0.205 -0.107 0.133 0.203 0.097 0.009 0.029 0.034 0.017 0.173 | -| DDstar_p | 0.169 -0.341 1.000 0.067 -0.345 -0.287 -0.008 -0.098 -0.375 0.277 -0.912 -0.023 0.431 -0.680 -0.574 0.527 0.634 -0.013 -0.591 -0.480 -0.055 -0.075 -0.032 0.264 | -| rho_p | 0.115 -0.038 0.067 1.000 -0.068 -0.025 -0.181 -0.003 -0.000 0.025 -0.052 0.005 0.133 -0.016 0.004 -0.186 0.028 0.001 -0.019 0.026 -0.157 -0.015 -0.147 0.028 | -| bplus_0 | -0.282 0.131 -0.345 -0.068 1.000 0.021 -0.007 0.020 -0.679 -0.137 0.326 -0.047 -0.137 0.221 0.152 -0.313 -0.202 -0.020 0.161 0.118 0.086 0.125 0.046 -0.122 | -| jpsi_p | -0.029 0.552 -0.287 -0.025 0.021 1.000 -0.001 0.420 0.113 -0.086 -0.033 -0.094 -0.297 0.368 0.040 0.088 0.141 0.351 0.073 0.050 0.002 0.013 0.008 0.332 | -| phi_p | 0.121 0.010 -0.008 -0.181 -0.007 -0.001 1.000 0.003 0.019 -0.001 -0.001 0.000 -0.023 -0.001 -0.007 0.062 0.004 0.005 0.000 -0.011 0.710 -0.081 -0.005 -0.001 | -| p4040_p | -0.023 0.459 -0.098 -0.003 0.020 0.420 0.003 1.000 0.053 -0.017 -0.138 -0.048 -0.190 0.285 -0.175 0.026 0.267 0.114 -0.065 0.238 0.003 0.012 0.008 0.185 | -| bplus_1 | 0.128 0.156 -0.375 -0.000 -0.679 0.113 0.019 0.053 1.000 -0.162 0.339 -0.075 -0.111 0.283 0.190 -0.243 -0.254 -0.003 0.165 0.155 -0.035 -0.062 -0.020 -0.115 | -| DDstar_s | 0.072 -0.068 0.277 0.025 -0.137 -0.086 -0.001 -0.017 -0.162 1.000 -0.237 -0.011 0.095 -0.201 -0.187 0.205 0.206 -0.018 -0.175 -0.154 -0.020 -0.032 -0.013 0.079 | -| Dbar_p | -0.158 0.059 -0.912 -0.052 0.326 -0.033 -0.001 -0.138 0.339 -0.237 1.000 0.069 -0.402 0.512 0.587 -0.555 -0.773 -0.187 0.600 0.467 0.042 0.066 0.026 -0.451 | -| p4415_s | 0.025 -0.136 -0.023 0.005 -0.047 -0.094 0.000 -0.048 -0.075 -0.011 0.069 1.000 0.167 -0.140 0.193 0.100 -0.106 -0.007 0.053 0.316 -0.006 -0.011 -0.005 -0.031 | -| Ctt | 0.039 -0.344 0.431 0.133 -0.137 -0.297 -0.023 -0.190 -0.111 0.095 -0.402 0.167 1.000 -0.302 -0.018 -0.236 0.247 0.227 -0.394 -0.016 -0.079 -0.028 -0.012 0.063 | -| p4415_p | -0.126 0.533 -0.680 -0.016 0.221 0.368 -0.001 0.285 0.283 -0.201 0.512 -0.140 -0.302 1.000 0.231 -0.402 -0.276 0.079 0.324 0.217 0.020 0.055 0.025 -0.062 | -| p4040_s | -0.089 -0.205 -0.574 0.004 0.152 0.040 -0.007 -0.175 0.190 -0.187 0.587 0.193 -0.018 0.231 1.000 -0.334 -0.471 -0.043 0.333 0.313 0.004 0.037 0.015 -0.136 | -| bplus_2 | 0.206 -0.107 0.527 -0.186 -0.313 0.088 0.062 0.026 -0.243 0.205 -0.555 0.100 -0.236 -0.402 -0.334 1.000 0.387 0.052 -0.299 -0.309 0.090 -0.078 -0.030 0.257 | -| p3770_p | 0.103 0.133 0.634 0.028 -0.202 0.141 0.004 0.267 -0.254 0.206 -0.773 -0.106 0.247 -0.276 -0.471 0.387 1.000 0.216 -0.380 -0.342 -0.025 -0.044 -0.017 0.249 | -| psi2s_p | 0.007 0.203 -0.013 0.001 -0.020 0.351 0.005 0.114 -0.003 -0.018 -0.187 -0.007 0.227 0.079 -0.043 0.052 0.216 1.000 -0.100 -0.057 -0.000 -0.001 0.002 -0.010 | -| Dbar_s | -0.078 0.097 -0.591 -0.019 0.161 0.073 0.000 -0.065 0.165 -0.175 0.600 0.053 -0.394 0.324 0.333 -0.299 -0.380 -0.100 1.000 0.260 0.018 0.033 0.014 -0.278 | -| p4160_s | -0.081 0.009 -0.480 0.026 0.118 0.050 -0.011 0.238 0.155 -0.154 0.467 0.316 -0.016 0.217 0.313 -0.309 -0.342 -0.057 0.260 1.000 -0.012 0.032 0.013 -0.139 | -| phi_s | 0.022 0.029 -0.055 -0.157 0.086 0.002 0.710 0.003 -0.035 -0.020 0.042 -0.006 -0.079 0.020 0.004 0.090 -0.025 -0.000 0.018 -0.012 1.000 -0.007 0.027 -0.023 | -| omega_s | -0.404 0.034 -0.075 -0.015 0.125 0.013 -0.081 0.012 -0.062 -0.032 0.066 -0.011 -0.028 0.055 0.037 -0.078 -0.044 -0.001 0.033 0.032 -0.007 1.000 0.664 -0.018 | -| omega_p | -0.043 0.017 -0.032 -0.147 0.046 0.008 -0.005 0.008 -0.020 -0.013 0.026 -0.005 -0.012 0.025 0.015 -0.030 -0.017 0.002 0.014 0.013 0.027 0.664 1.000 -0.005 | -| p3770_s | 0.044 0.173 0.264 0.028 -0.122 0.332 -0.001 0.185 -0.115 0.079 -0.451 -0.031 0.063 -0.062 -0.136 0.257 0.249 -0.010 -0.278 -0.139 -0.023 -0.018 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3159039473573926}), (, {'error': 0.13265736418341767}), (, {'error': 1.5815691393976925}), (, {'error': 0.27198438509214373}), (, {'error': 0.021949677629319875}), (, {'error': 0.035570069404675664}), (, {'error': 0.21261760116661677}), (, {'error': 0.20166110058854425}), (, {'error': 0.044224941533821394}), (, {'error': 0.1177515622627455}), (, {'error': 1.356595220864433}), (, {'error': 0.19151056151675327}), (, {'error': 0.18794191398795224}), (, {'error': 0.23435560029606517}), (, {'error': 0.21016594707860942}), (, {'error': 0.09727881686717521}), (, {'error': 0.18592001494644794}), (, {'error': 0.03581435120323828}), (, {'error': 0.4680995660307168}), (, {'error': 0.187874408471582}), (, {'error': 1.20334432642397}), (, {'error': 1.3396611139077068}), (, {'error': 0.3271137685414707}), (, {'error': 0.27643501712097196})]) -Toy 18/25 -Time taken: 2 h, 5 min -Projected time left: 48 min, 39 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.993E+05 | Ncalls=533 (544 total) | -| EDM = 5.8E+05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299319.5096185093 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.504 | 0.005 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 5.25 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -3.1 | 6.5 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.18 | 0.03 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.848 | 0.009 | | | -2 | 2 | | -| 5 | jpsi_p | 5.08 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 4.787 | 0.019 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 0.69 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -1.987 | 0.012 | | | -2 | 2 | | -| 9 | DDstar_s | -2.669E-1 | 0.028E-1 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -4.51 | 0.12 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.863 | 0.006 | | |0.126447 | 2.35355 | | -| 12| Ctt | 1.470 | 0.002 | | | -1.5 | 1.5 | | -| 13| p4415_p | -4.87 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.984 | 0.006 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 1.583 | 0.012 | | | -2 | 2 | | -| 16| p3770_p | 3.291 | 0.030 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 3.765 | 0.009 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.723E-1 | 0.012E-1 | | | -0.3 | 0.3 | | -| 19| p4160_s | 0.363E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 22.166 | 0.021 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 0.420E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -5.074 | 0.023 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 1.107 | 0.005 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.058 -0.059 -0.005 -0.058 -0.058 0.007 0.053 -0.058 0.056 0.057 -0.003 -0.032 0.035 -0.004 -0.050 0.014 -0.032 0.044 0.004 -0.002 -0.000 -0.003 0.011 | -| p4160_p | -0.058 1.000 0.996 0.033 0.988 0.993 -0.116 -0.895 0.984 -0.947 -0.978 0.043 0.551 -0.595 0.062 0.845 -0.242 0.538 -0.745 -0.067 0.026 0.001 0.056 -0.192 | -| DDstar_p | -0.059 0.996 1.000 0.033 0.992 0.997 -0.116 -0.899 0.988 -0.951 -0.982 0.043 0.553 -0.595 0.063 0.848 -0.243 0.540 -0.747 -0.067 0.026 0.001 0.056 -0.192 | -| rho_p | -0.005 0.033 0.033 1.000 0.033 0.033 -0.003 -0.030 0.033 -0.032 -0.033 0.001 0.018 -0.019 0.002 0.029 -0.008 0.018 -0.025 -0.002 0.001 0.000 0.002 -0.006 | -| bplus_0 | -0.058 0.988 0.992 0.033 1.000 0.989 -0.115 -0.892 0.979 -0.943 -0.973 0.043 0.549 -0.591 0.062 0.841 -0.241 0.535 -0.741 -0.066 0.026 0.001 0.056 -0.191 | -| jpsi_p | -0.058 0.993 0.997 0.033 0.989 1.000 -0.116 -0.896 0.985 -0.948 -0.978 0.043 0.552 -0.594 0.062 0.845 -0.242 0.538 -0.745 -0.067 0.026 0.001 0.056 -0.192 | -| phi_p | 0.007 -0.116 -0.116 -0.003 -0.115 -0.116 1.000 0.105 -0.115 0.111 0.114 -0.005 -0.064 0.070 -0.007 -0.098 0.028 -0.063 0.087 0.008 -0.003 -0.000 -0.007 0.022 | -| p4040_p | 0.053 -0.895 -0.899 -0.030 -0.892 -0.896 0.105 1.000 -0.888 0.854 0.883 -0.039 -0.497 0.535 -0.054 -0.764 0.218 -0.487 0.672 0.060 -0.024 -0.001 -0.051 0.173 | -| bplus_1 | -0.058 0.984 0.988 0.033 0.979 0.985 -0.115 -0.888 1.000 -0.939 -0.969 0.043 0.547 -0.589 0.061 0.837 -0.240 0.532 -0.738 -0.066 0.026 0.001 0.056 -0.190 | -| DDstar_s | 0.056 -0.947 -0.951 -0.032 -0.943 -0.948 0.111 0.854 -0.939 1.000 0.933 -0.041 -0.526 0.566 -0.060 -0.807 0.231 -0.513 0.710 0.064 -0.025 -0.001 -0.054 0.183 | -| Dbar_p | 0.057 -0.978 -0.982 -0.033 -0.973 -0.978 0.114 0.883 -0.969 0.933 1.000 -0.043 -0.543 0.586 -0.061 -0.831 0.237 -0.528 0.734 0.066 -0.026 -0.001 -0.055 0.189 | -| p4415_s | -0.003 0.043 0.043 0.001 0.043 0.043 -0.005 -0.039 0.043 -0.041 -0.043 1.000 0.024 -0.025 0.003 0.037 -0.011 0.023 -0.032 -0.003 0.001 0.000 0.002 -0.008 | -| Ctt | -0.032 0.551 0.553 0.018 0.549 0.552 -0.064 -0.497 0.547 -0.526 -0.543 0.024 1.000 -0.329 0.034 0.470 -0.135 0.298 -0.413 -0.037 0.015 0.000 0.031 -0.106 | -| p4415_p | 0.035 -0.595 -0.595 -0.019 -0.591 -0.594 0.070 0.535 -0.589 0.566 0.586 -0.025 -0.329 1.000 -0.040 -0.510 0.144 -0.325 0.445 0.041 -0.016 -0.000 -0.034 0.115 | -| p4040_s | -0.004 0.062 0.063 0.002 0.062 0.062 -0.007 -0.054 0.061 -0.060 -0.061 0.003 0.034 -0.040 1.000 0.053 -0.016 0.033 -0.047 -0.004 0.002 0.000 0.004 -0.012 | -| bplus_2 | -0.050 0.845 0.848 0.029 0.841 0.845 -0.098 -0.764 0.837 -0.807 -0.831 0.037 0.470 -0.510 0.053 1.000 -0.204 0.457 -0.634 -0.057 0.022 0.001 0.048 -0.163 | -| p3770_p | 0.014 -0.242 -0.243 -0.008 -0.241 -0.242 0.028 0.218 -0.240 0.231 0.237 -0.011 -0.135 0.144 -0.016 -0.204 1.000 -0.123 0.181 0.016 -0.006 -0.000 -0.014 0.048 | -| psi2s_p | -0.032 0.538 0.540 0.018 0.535 0.538 -0.063 -0.487 0.532 -0.513 -0.528 0.023 0.298 -0.325 0.033 0.457 -0.123 1.000 -0.403 -0.036 0.014 0.000 0.030 -0.103 | -| Dbar_s | 0.044 -0.745 -0.747 -0.025 -0.741 -0.745 0.087 0.672 -0.738 0.710 0.734 -0.032 -0.413 0.445 -0.047 -0.634 0.181 -0.403 1.000 0.050 -0.020 -0.001 -0.042 0.144 | -| p4160_s | 0.004 -0.067 -0.067 -0.002 -0.066 -0.067 0.008 0.060 -0.066 0.064 0.066 -0.003 -0.037 0.041 -0.004 -0.057 0.016 -0.036 0.050 1.000 -0.002 -0.000 -0.004 0.013 | -| phi_s | -0.002 0.026 0.026 0.001 0.026 0.026 -0.003 -0.024 0.026 -0.025 -0.026 0.001 0.015 -0.016 0.002 0.022 -0.006 0.014 -0.020 -0.002 1.000 0.000 0.001 -0.005 | -| omega_s | -0.000 0.001 0.001 0.000 0.001 0.001 -0.000 -0.001 0.001 -0.001 -0.001 0.000 0.000 -0.000 0.000 0.001 -0.000 0.000 -0.001 -0.000 0.000 1.000 -0.000 -0.000 | -| omega_p | -0.003 0.056 0.056 0.002 0.056 0.056 -0.007 -0.051 0.056 -0.054 -0.055 0.002 0.031 -0.034 0.004 0.048 -0.014 0.030 -0.042 -0.004 0.001 -0.000 1.000 -0.011 | -| p3770_s | 0.011 -0.192 -0.192 -0.006 -0.191 -0.192 0.022 0.173 -0.190 0.183 0.189 -0.008 -0.106 0.115 -0.012 -0.163 0.048 -0.103 0.144 0.013 -0.005 -0.000 -0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.005484758376836291}), (, {'error': 0.13645413840475662}), (, {'error': 6.5026441130077615}), (, {'error': 0.03213419993659716}), (, {'error': 0.009052374606310254}), (, {'error': 0.05534973541180843}), (, {'error': 0.019311846453347492}), (, {'error': 0.05630399549098941}), (, {'error': 0.012141579786088763}), (, {'error': 0.0028177252875296044}), (, {'error': 0.12030431724929969}), (, {'error': 0.005919529241802612}), (, {'error': 0.002253014391081276}), (, {'error': 0.046915478681952116}), (, {'error': 0.006160712195810825}), (, {'error': 0.012100812796359772}), (, {'error': 0.029803840187861752}), (, {'error': 0.008946991939862592}), (, {'error': 0.001206240437711198}), (, {'error': 0.0025987824068054444}), (, {'error': 0.020536764877448377}), (, {'error': 0.0013276830381916405}), (, {'error': 0.02270865223076468}), (, {'error': 0.004729846074584154})]) -Toy 19/25 -Time taken: 2 h, 10 min -Projected time left: 41 min, 6 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1202 (1202 total) | -| EDM = 8.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297454.17312957766 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 3.91 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.401 | 0.031 | | | -2 | 2 | | -| 5 | jpsi_p | -4.727 | 0.024 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -0.17 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.24 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 9 | DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 10| Dbar_p | -0.96 | 0.29 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 0.95 | 0.20 | | |0.126447 | 2.35355 | | -| 12| Ctt | 0.36 | 0.17 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.55 | 0.23 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.87 | 0.18 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.07 | 0.08 | | | -2 | 2 | | -| 16| p3770_p | -6.283 | 0.019 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.933 | 0.028 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.04 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 17.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 4 | 5 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.08 | 0.38 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.037 0.097 -0.015 -0.493 0.029 -0.014 -0.016 0.428 0.007 0.034 0.029 -0.025 -0.028 0.014 0.086 0.000 -0.014 -0.000 0.001 -0.095 -0.632 -0.143 -0.000 | -| p4160_p | -0.037 1.000 -0.108 0.022 0.028 0.081 -0.001 -0.058 0.040 0.039 0.132 -0.038 -0.272 0.284 -0.455 -0.131 -0.004 -0.122 0.020 -0.126 -0.005 0.021 0.006 0.002 | -| DDstar_p | 0.097 -0.108 1.000 0.008 -0.042 -0.257 -0.002 -0.150 -0.241 0.043 -0.094 0.023 -0.029 -0.212 -0.069 0.258 -0.001 -0.140 0.010 -0.072 -0.017 -0.055 -0.020 0.003 | -| rho_p | -0.015 0.022 0.008 1.000 0.018 0.014 0.140 0.046 -0.030 -0.002 0.011 -0.004 0.118 0.061 0.019 -0.271 -0.000 0.029 -0.002 0.062 0.133 0.135 -0.145 -0.000 | -| bplus_0 | -0.493 0.028 -0.042 0.018 1.000 -0.083 -0.015 -0.023 -0.931 -0.001 -0.018 -0.016 -0.004 -0.022 -0.023 0.039 -0.001 0.017 0.001 -0.030 0.100 0.290 0.094 0.001 | -| jpsi_p | 0.029 0.081 -0.257 0.014 -0.083 1.000 -0.012 0.017 0.070 0.034 0.352 -0.021 -0.331 0.023 0.003 0.085 -0.003 0.094 0.024 -0.044 -0.033 -0.023 -0.010 -0.000 | -| phi_p | -0.014 -0.001 -0.002 0.140 -0.015 -0.012 1.000 0.005 0.010 0.000 0.004 0.001 0.013 0.008 0.005 -0.041 0.000 -0.000 0.000 0.010 0.758 0.024 0.024 -0.000 | -| p4040_p | -0.016 -0.058 -0.150 0.046 -0.023 0.017 0.005 1.000 0.055 0.018 -0.007 0.109 -0.063 0.067 -0.162 -0.117 -0.003 -0.174 0.015 0.374 -0.013 0.010 0.001 0.001 | -| bplus_1 | 0.428 0.040 -0.241 -0.030 -0.931 0.070 0.010 0.055 1.000 -0.019 -0.087 -0.085 0.065 0.108 -0.015 -0.230 0.002 -0.024 0.001 -0.003 -0.093 -0.256 -0.082 -0.002 | -| DDstar_s | 0.007 0.039 0.043 -0.002 -0.001 0.034 0.000 0.018 -0.019 1.000 -0.005 -0.005 -0.014 0.010 -0.012 0.022 -0.001 0.025 -0.000 -0.002 -0.000 -0.004 -0.001 0.000 | -| Dbar_p | 0.034 0.132 -0.094 0.011 -0.018 0.352 0.004 -0.007 -0.087 -0.005 1.000 0.018 -0.268 -0.015 -0.028 0.086 -0.009 0.152 0.012 -0.057 -0.007 -0.018 -0.006 0.004 | -| p4415_s | 0.029 -0.038 0.023 -0.004 -0.016 -0.021 0.001 0.109 -0.085 -0.005 0.018 1.000 0.174 -0.145 0.125 0.160 0.001 0.062 -0.005 0.320 -0.002 -0.016 -0.005 -0.001 | -| Ctt | -0.025 -0.272 -0.029 0.118 -0.004 -0.331 0.013 -0.063 0.065 -0.014 -0.268 0.174 1.000 0.012 0.335 -0.627 0.008 0.227 0.011 0.247 -0.031 0.018 -0.001 0.001 | -| p4415_p | -0.028 0.284 -0.212 0.061 -0.022 0.023 0.008 0.067 0.108 0.010 -0.015 -0.145 0.012 1.000 -0.195 -0.262 -0.001 -0.055 0.008 -0.142 -0.014 0.018 0.003 0.000 | -| p4040_s | 0.014 -0.455 -0.069 0.019 -0.023 0.003 0.005 -0.162 -0.015 -0.012 -0.028 0.125 0.335 -0.195 1.000 -0.002 0.001 0.166 -0.010 -0.101 -0.005 -0.006 -0.003 -0.003 | -| bplus_2 | 0.086 -0.131 0.258 -0.271 0.039 0.085 -0.041 -0.117 -0.230 0.022 0.086 0.160 -0.627 -0.262 -0.002 1.000 -0.001 -0.083 0.005 -0.101 0.049 -0.066 -0.010 -0.001 | -| p3770_p | 0.000 -0.004 -0.001 -0.000 -0.001 -0.003 0.000 -0.003 0.002 -0.001 -0.009 0.001 0.008 -0.001 0.001 -0.001 1.000 0.007 -0.001 0.000 0.000 -0.000 -0.000 -0.001 | -| psi2s_p | -0.014 -0.122 -0.140 0.029 0.017 0.094 -0.000 -0.174 -0.024 0.025 0.152 0.062 0.227 -0.055 0.166 -0.083 0.007 1.000 0.026 -0.013 -0.011 0.007 0.001 0.007 | -| Dbar_s | -0.000 0.020 0.010 -0.002 0.001 0.024 0.000 0.015 0.001 -0.000 0.012 -0.005 0.011 0.008 -0.010 0.005 -0.001 0.026 1.000 -0.002 0.001 0.000 0.000 -0.000 | -| p4160_s | 0.001 -0.126 -0.072 0.062 -0.030 -0.044 0.010 0.374 -0.003 -0.002 -0.057 0.320 0.247 -0.142 -0.101 -0.101 0.000 -0.013 -0.002 1.000 -0.016 0.003 -0.002 -0.001 | -| phi_s | -0.095 -0.005 -0.017 0.133 0.100 -0.033 0.758 -0.013 -0.093 -0.000 -0.007 -0.002 -0.031 -0.014 -0.005 0.049 0.000 -0.011 0.001 -0.016 1.000 0.093 0.045 0.000 | -| omega_s | -0.632 0.021 -0.055 0.135 0.290 -0.023 0.024 0.010 -0.256 -0.004 -0.018 -0.016 0.018 0.018 -0.006 -0.066 -0.000 0.007 0.000 0.003 0.093 1.000 0.510 0.000 | -| omega_p | -0.143 0.006 -0.020 -0.145 0.094 -0.010 0.024 0.001 -0.082 -0.001 -0.006 -0.005 -0.001 0.003 -0.003 -0.010 -0.000 0.001 0.000 -0.002 0.045 0.510 1.000 0.000 | -| p3770_s | -0.000 0.002 0.003 -0.000 0.001 -0.000 -0.000 0.001 -0.002 0.000 0.004 -0.001 0.001 0.000 -0.003 -0.001 -0.001 0.007 -0.000 -0.001 0.000 0.000 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.40033704809902215}), (, {'error': 0.10363018914852518}), (, {'error': 0.3431141640344111}), (, {'error': 0.41952112886777915}), (, {'error': 0.03127940677757057}), (, {'error': 0.02435091232159925}), (, {'error': 0.27674367536616584}), (, {'error': 0.19850290707186247}), (, {'error': 0.0615512619973837}), (, {'error': 0.0267691963229163}), (, {'error': 0.2908519575044637}), (, {'error': 0.20040280073619887}), (, {'error': 0.16542106864050432}), (, {'error': 0.22615673458055574}), (, {'error': 0.1772417831171919}), (, {'error': 0.07765814256352921}), (, {'error': 0.019491169218475157}), (, {'error': 0.02837563173016644}), (, {'error': 0.014514132576451955}), (, {'error': 0.17600661384826155}), (, {'error': 1.2990279765480386}), (, {'error': 4.661876895540351}), (, {'error': 0.38014635331164204}), (, {'error': 0.010711461389320887})]) -Toy 20/25 -Time taken: 2 h, 17 min -Projected time left: 34 min, 25 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=234 (234 total) | -| EDM = 8.65E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297176.4532551534 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.06 | 1.90 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | 4.45 | 0.06 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 1.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 1.8 | 8.1 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.377 | 0.003 | | | -2 | 2 | | -| 5 | jpsi_p | 4.668 | 0.016 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 6.26 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.37 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.694 | 0.006 | | | -2 | 2 | | -| 9 | DDstar_s | -0.299 | 0.006 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 5.16 | 0.12 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.23 | 0.11 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.73 | 0.07 | | | -1.5 | 1.5 | | -| 13| p4415_p | -1.80 | 0.11 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.79 | 0.09 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.28 | 0.04 | | | -2 | 2 | | -| 16| p3770_p | 3.77 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.861 | 0.018 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.299 | 0.005 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.03 | 0.10 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 16.4 | 0.5 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 5.4 | 0.5 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 5.93 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 4.1 | 2.0 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.013 -0.160 -0.997 -0.542 -0.352 0.013 0.067 -0.471 0.008 -0.090 0.004 -0.213 0.071 0.049 -0.765 -0.103 0.057 0.004 0.070 0.242 0.527 -0.666 0.003 | -| p4160_p | 0.013 1.000 0.055 -0.013 0.028 -0.001 0.000 -0.138 0.036 0.030 -0.008 0.079 -0.165 0.080 -0.133 -0.054 0.049 -0.042 0.004 -0.010 0.002 0.006 -0.008 -0.002 | -| DDstar_p | -0.160 0.055 1.000 0.160 -0.087 0.099 -0.002 -0.048 -0.117 0.010 -0.147 -0.089 0.083 -0.016 -0.093 0.089 0.090 -0.062 0.000 -0.086 -0.037 -0.082 0.102 0.000 | -| rho_p | -0.997 -0.013 0.160 1.000 0.544 0.351 -0.013 -0.067 0.472 -0.008 0.090 -0.005 0.213 -0.071 -0.049 0.766 0.103 -0.057 -0.004 -0.070 -0.242 -0.525 0.665 -0.003 | -| bplus_0 | -0.542 0.028 -0.087 0.544 1.000 0.234 -0.009 -0.053 0.064 -0.005 -0.078 -0.070 0.114 -0.025 -0.075 0.339 0.052 -0.070 -0.001 -0.091 -0.112 -0.286 0.355 -0.004 | -| jpsi_p | -0.352 -0.001 0.099 0.351 0.234 1.000 -0.006 -0.042 0.203 0.037 0.168 -0.011 0.182 -0.023 -0.028 0.281 0.035 -0.054 0.003 -0.039 -0.073 -0.181 0.226 -0.001 | -| phi_p | 0.013 0.000 -0.002 -0.013 -0.009 -0.006 1.000 0.001 -0.007 0.000 -0.001 0.000 -0.003 0.001 0.001 -0.013 -0.002 0.001 0.000 0.001 0.034 0.006 -0.008 0.000 | -| p4040_p | 0.067 -0.138 -0.048 -0.067 -0.053 -0.042 0.001 1.000 -0.044 0.027 -0.063 0.045 -0.078 -0.008 0.001 -0.083 0.038 -0.105 0.004 0.096 0.012 0.034 -0.043 -0.002 | -| bplus_1 | -0.471 0.036 -0.117 0.472 0.064 0.203 -0.007 -0.044 1.000 -0.004 -0.094 -0.077 0.102 -0.011 -0.074 0.282 0.036 -0.067 -0.001 -0.087 -0.102 -0.245 0.306 -0.004 | -| DDstar_s | 0.008 0.030 0.010 -0.008 -0.005 0.037 0.000 0.027 -0.004 1.000 -0.007 -0.002 -0.001 0.018 0.005 -0.003 0.020 0.039 -0.001 0.007 0.002 0.004 -0.005 0.002 | -| Dbar_p | -0.090 -0.008 -0.147 0.090 -0.078 0.168 -0.001 -0.063 -0.094 -0.007 1.000 -0.017 -0.095 -0.036 -0.013 -0.010 0.134 -0.016 0.001 -0.046 -0.023 -0.046 0.058 -0.001 | -| p4415_s | 0.004 0.079 -0.089 -0.005 -0.070 -0.011 0.000 0.045 -0.077 -0.002 -0.017 1.000 0.117 -0.055 -0.009 0.016 -0.012 -0.014 -0.000 0.081 -0.001 0.002 -0.003 0.001 | -| Ctt | -0.213 -0.165 0.083 0.213 0.114 0.182 -0.003 -0.078 0.102 -0.001 -0.095 0.117 1.000 -0.070 0.131 -0.014 -0.043 0.055 0.002 0.069 -0.046 -0.110 0.137 -0.006 | -| p4415_p | 0.071 0.080 -0.016 -0.071 -0.025 -0.023 0.001 -0.008 -0.011 0.018 -0.036 -0.055 -0.070 1.000 -0.069 -0.115 0.022 -0.025 0.002 -0.097 0.014 0.036 -0.046 0.000 | -| p4040_s | 0.049 -0.133 -0.093 -0.049 -0.075 -0.028 0.001 0.001 -0.074 0.005 -0.013 -0.009 0.131 -0.069 1.000 -0.028 -0.021 0.017 -0.000 -0.148 0.009 0.025 -0.032 0.005 | -| bplus_2 | -0.765 -0.054 0.089 0.766 0.339 0.281 -0.013 -0.083 0.282 -0.003 -0.010 0.016 -0.014 -0.115 -0.028 1.000 0.056 -0.043 -0.001 -0.082 -0.158 -0.395 0.496 -0.004 | -| p3770_p | -0.103 0.049 0.090 0.103 0.052 0.035 -0.002 0.038 0.036 0.020 0.134 -0.012 -0.043 0.022 -0.021 0.056 1.000 -0.021 0.004 -0.001 -0.023 -0.054 0.066 -0.010 | -| psi2s_p | 0.057 -0.042 -0.062 -0.057 -0.070 -0.054 0.001 -0.105 -0.067 0.039 -0.016 -0.014 0.055 -0.025 0.017 -0.043 -0.021 1.000 0.007 -0.044 0.009 0.029 -0.037 -0.016 | -| Dbar_s | 0.004 0.004 0.000 -0.004 -0.001 0.003 0.000 0.004 -0.001 -0.001 0.001 -0.000 0.002 0.002 -0.000 -0.001 0.004 0.007 1.000 0.001 0.001 0.002 -0.002 0.000 | -| p4160_s | 0.070 -0.010 -0.086 -0.070 -0.091 -0.039 0.001 0.096 -0.087 0.007 -0.046 0.081 0.069 -0.097 -0.148 -0.082 -0.001 -0.044 0.001 1.000 0.012 0.036 -0.045 0.001 | -| phi_s | 0.242 0.002 -0.037 -0.242 -0.112 -0.073 0.034 0.012 -0.102 0.002 -0.023 -0.001 -0.046 0.014 0.009 -0.158 -0.023 0.009 0.001 0.012 1.000 0.129 -0.155 0.000 | -| omega_s | 0.527 0.006 -0.082 -0.525 -0.286 -0.181 0.006 0.034 -0.245 0.004 -0.046 0.002 -0.110 0.036 0.025 -0.395 -0.054 0.029 0.002 0.036 0.129 1.000 -0.281 0.001 | -| omega_p | -0.666 -0.008 0.102 0.665 0.355 0.226 -0.008 -0.043 0.306 -0.005 0.058 -0.003 0.137 -0.046 -0.032 0.496 0.066 -0.037 -0.002 -0.045 -0.155 -0.281 1.000 -0.002 | -| p3770_s | 0.003 -0.002 0.000 -0.003 -0.004 -0.001 0.000 -0.002 -0.004 0.002 -0.001 0.001 -0.006 0.000 0.005 -0.004 -0.010 -0.016 0.000 0.001 0.000 0.001 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.9048903139364242}), (, {'error': 0.061098067559384184}), (, {'error': 0.10229793685839272}), (, {'error': 8.07117444809296}), (, {'error': 0.003220190444357174}), (, {'error': 0.015917962248588324}), (, {'error': 0.07770668067089126}), (, {'error': 0.13249416971248706}), (, {'error': 0.0057849878825886325}), (, {'error': 0.005719691488200923}), (, {'error': 0.12131499705269455}), (, {'error': 0.1077358059436957}), (, {'error': 0.07057525304913792}), (, {'error': 0.11059931094788933}), (, {'error': 0.09188888546369278}), (, {'error': 0.0383566286745991}), (, {'error': 0.05462613994059051}), (, {'error': 0.018363725301236755}), (, {'error': 0.0051662804156428765}), (, {'error': 0.09525368982560845}), (, {'error': 0.48546762302787805}), (, {'error': 0.49941726358935146}), (, {'error': 0.2130991301614804}), (, {'error': 1.997166749212886})]) -Toy 21/25 -Time taken: 2 h, 22 min -Projected time left: 27 min -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1386 (1386 total) | -| EDM = 0.00192 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297334.0593552692 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.84 | 0.31 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.11 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -5.8 | 1.1 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.435 | 0.008 | | | -2 | 2 | | -| 5 | jpsi_p | -4.56 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.68 | 0.24 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.802 | 0.016 | | | -2 | 2 | | -| 9 | DDstar_s | 0.19 | 0.08 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 2.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.18 | 0.17 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.34 | 0.15 | | | -1.5 | 1.5 | | -| 13| p4415_p | -2.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.37 | 0.05 | | | -2 | 2 | | -| 16| p3770_p | -2.98 | 0.12 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.18 | 0.12 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.02 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 16 | 5 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 6.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.66 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 -0.048 -0.119 0.189 0.192 -0.066 0.126 -0.036 0.052 0.065 -0.050 0.007 0.036 -0.061 -0.032 -0.015 0.034 -0.035 0.059 -0.025 0.122 -0.396 0.005 -0.011 | -| p4160_p | -0.048 1.000 0.405 0.022 -0.141 0.449 0.036 0.290 -0.190 0.117 -0.168 -0.002 -0.310 0.431 -0.271 0.031 0.270 0.198 0.016 -0.014 0.035 0.011 -0.003 0.171 | -| DDstar_p | -0.119 0.405 1.000 0.023 -0.382 0.575 0.077 0.294 -0.481 0.029 0.168 0.103 -0.231 0.480 0.331 0.089 -0.085 0.354 -0.620 0.283 0.077 0.030 -0.006 0.165 | -| rho_p | 0.189 0.022 0.023 1.000 0.014 0.015 0.273 0.027 0.032 -0.013 -0.039 0.005 0.031 0.042 0.026 0.199 0.008 0.015 0.006 0.038 0.277 0.162 0.004 0.031 | -| bplus_0 | 0.192 -0.141 -0.382 0.014 1.000 -0.133 -0.015 -0.095 -0.176 0.202 -0.169 0.044 0.043 -0.201 -0.096 -0.210 0.136 -0.098 0.201 -0.069 -0.018 -0.063 0.002 0.007 | -| jpsi_p | -0.066 0.449 0.575 0.015 -0.133 1.000 -0.032 0.302 -0.189 -0.057 -0.292 -0.005 -0.311 0.337 0.105 -0.084 0.234 0.397 -0.017 0.081 -0.034 0.024 0.000 0.318 | -| phi_p | 0.126 0.036 0.077 0.273 -0.015 -0.032 1.000 0.023 -0.022 -0.011 -0.042 0.003 -0.016 0.035 0.016 0.005 0.004 0.025 0.006 0.012 0.994 -0.207 -0.048 0.016 | -| p4040_p | -0.036 0.290 0.294 0.027 -0.095 0.302 0.023 1.000 -0.137 0.045 -0.083 0.056 -0.208 0.263 -0.084 0.030 0.199 0.057 0.049 0.342 0.021 0.009 -0.002 0.087 | -| bplus_1 | 0.052 -0.190 -0.481 0.032 -0.176 -0.189 -0.022 -0.137 1.000 0.261 -0.201 0.049 0.040 -0.272 -0.133 -0.222 0.148 -0.128 0.255 -0.111 -0.023 -0.009 0.001 -0.019 | -| DDstar_s | 0.065 0.117 0.029 -0.013 0.202 -0.057 -0.011 0.045 0.261 1.000 0.396 -0.085 0.051 0.020 -0.078 -0.073 0.031 -0.047 -0.144 -0.051 -0.011 -0.022 0.001 0.019 | -| Dbar_p | -0.050 -0.168 0.168 -0.039 -0.169 -0.292 -0.042 -0.083 -0.201 0.396 1.000 0.036 0.091 0.034 0.175 0.045 -0.549 -0.169 -0.430 0.144 -0.040 0.024 0.003 -0.175 | -| p4415_s | 0.007 -0.002 0.103 0.005 0.044 -0.005 0.003 0.056 0.049 -0.085 0.036 1.000 0.176 -0.066 0.159 -0.056 -0.081 0.031 -0.097 0.292 0.002 -0.003 -0.000 0.010 | -| Ctt | 0.036 -0.310 -0.231 0.031 0.043 -0.311 -0.016 -0.208 0.040 0.051 0.091 0.176 1.000 -0.133 0.188 0.485 -0.060 0.108 0.256 0.131 -0.018 -0.013 0.001 -0.095 | -| p4415_p | -0.061 0.431 0.480 0.042 -0.201 0.337 0.035 0.263 -0.272 0.020 0.034 -0.066 -0.133 1.000 -0.011 0.171 0.071 0.161 -0.169 -0.001 0.033 0.016 -0.003 0.123 | -| p4040_s | -0.032 -0.271 0.331 0.026 -0.096 0.105 0.016 -0.084 -0.133 -0.078 0.175 0.159 0.188 -0.011 1.000 0.071 -0.168 0.078 -0.254 0.067 0.015 0.009 -0.002 0.109 | -| bplus_2 | -0.015 0.031 0.089 0.199 -0.210 -0.084 0.005 0.030 -0.222 -0.073 0.045 -0.056 0.485 0.171 0.071 1.000 -0.037 -0.011 -0.136 0.120 -0.005 0.008 -0.003 -0.040 | -| p3770_p | 0.034 0.270 -0.085 0.008 0.136 0.234 0.004 0.199 0.148 0.031 -0.549 -0.081 -0.060 0.071 -0.168 -0.037 1.000 0.149 0.353 -0.093 0.002 -0.015 -0.000 -0.045 | -| psi2s_p | -0.035 0.198 0.354 0.015 -0.098 0.397 0.025 0.057 -0.128 -0.047 -0.169 0.031 0.108 0.161 0.078 -0.011 0.149 1.000 0.048 0.021 0.024 0.008 -0.002 -0.082 | -| Dbar_s | 0.059 0.016 -0.620 0.006 0.201 -0.017 0.006 0.049 0.255 -0.144 -0.430 -0.097 0.256 -0.169 -0.254 -0.136 0.353 0.048 1.000 -0.187 0.006 -0.021 0.000 0.182 | -| p4160_s | -0.025 -0.014 0.283 0.038 -0.069 0.081 0.012 0.342 -0.111 -0.051 0.144 0.292 0.131 -0.001 0.067 0.120 -0.093 0.021 -0.187 1.000 0.010 0.007 -0.001 0.037 | -| phi_s | 0.122 0.035 0.077 0.277 -0.018 -0.034 0.994 0.021 -0.023 -0.011 -0.040 0.002 -0.018 0.033 0.015 -0.005 0.002 0.024 0.006 0.010 1.000 -0.201 -0.049 0.014 | -| omega_s | -0.396 0.011 0.030 0.162 -0.063 0.024 -0.207 0.009 -0.009 -0.022 0.024 -0.003 -0.013 0.016 0.009 0.008 -0.015 0.008 -0.021 0.007 -0.201 1.000 -0.088 0.000 | -| omega_p | 0.005 -0.003 -0.006 0.004 0.002 0.000 -0.048 -0.002 0.001 0.001 0.003 -0.000 0.001 -0.003 -0.002 -0.003 -0.000 -0.002 0.000 -0.001 -0.049 -0.088 1.000 -0.002 | -| p3770_s | -0.011 0.171 0.165 0.031 0.007 0.318 0.016 0.087 -0.019 0.019 -0.175 0.010 -0.095 0.123 0.109 -0.040 -0.045 -0.082 0.182 0.037 0.014 0.000 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3054179789365427}), (, {'error': 0.11555483939280542}), (, {'error': 1.0934447901260693}), (, {'error': 0.39559357599820544}), (, {'error': 0.008052208441364339}), (, {'error': 0.034995624292689875}), (, {'error': 7.751806489189458}), (, {'error': 0.23683351690549248}), (, {'error': 0.016351894155150593}), (, {'error': 0.08410363778377969}), (, {'error': 0.6654071261580152}), (, {'error': 0.17344951198392278}), (, {'error': 0.14593836418858652}), (, {'error': 0.18834370899905206}), (, {'error': 0.16590825938877668}), (, {'error': 0.05456066483239541}), (, {'error': 0.12395490966778522}), (, {'error': 0.03337247566960677}), (, {'error': 0.11707158059679204}), (, {'error': 0.15649066344287454}), (, {'error': 5.168006929688537}), (, {'error': 0.8673965023190506}), (, {'error': 0.11189930556565209}), (, {'error': 0.23179226920068818})]) -Toy 22/25 -Time taken: 2 h, 30 min -Projected time left: 20 min, 30 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1358 (1358 total) | -| EDM = 0.00133 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297311.1496904453 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 1.19 | 0.27 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -0.07 | 0.43 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.53 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | -0.456 | 0.013 | | | -2 | 2 | | -| 5 | jpsi_p | -4.703 | 0.029 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 1.02 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 3.46 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | 0.915 | 0.026 | | | -2 | 2 | | -| 9 | DDstar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 4.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.03 | 0.22 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.33 | 0.12 | | | -1.5 | 1.5 | | -| 13| p4415_p | 3.96 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 0.90 | 0.20 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.20 | 0.05 | | | -2 | 2 | | -| 16| p3770_p | 3.20 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.799 | 0.030 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.29 | 0.08 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.03 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 21.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 5.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| omega_p | 0.44 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.13 | 0.20 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.120 0.175 0.096 -0.258 -0.179 0.098 0.012 -0.231 0.255 -0.220 -0.175 0.144 -0.104 -0.194 0.076 0.153 -0.112 0.074 -0.173 -0.034 -0.305 0.073 -0.000 | -| p4160_p | 0.120 1.000 0.126 -0.024 -0.426 -0.232 0.017 0.107 -0.429 0.499 -0.450 -0.339 0.128 0.010 -0.530 0.023 0.388 -0.192 0.103 -0.354 -0.032 -0.055 -0.015 0.046 | -| DDstar_p | 0.175 0.126 1.000 -0.024 -0.650 -0.706 0.012 -0.129 -0.652 0.698 -0.672 -0.484 0.397 -0.410 -0.578 0.048 0.325 -0.469 0.116 -0.511 -0.062 -0.083 -0.024 -0.135 | -| rho_p | 0.096 -0.024 -0.024 1.000 0.020 0.045 -0.195 0.008 0.020 -0.047 0.044 0.036 -0.024 0.036 0.047 -0.199 -0.036 0.021 -0.016 0.051 -0.071 0.061 -0.075 0.015 | -| bplus_0 | -0.258 -0.426 -0.650 0.020 1.000 0.619 -0.022 -0.057 0.782 -0.919 0.791 0.616 -0.506 0.363 0.680 -0.178 -0.550 0.404 -0.262 0.594 0.085 0.112 0.029 -0.030 | -| jpsi_p | -0.179 -0.232 -0.706 0.045 0.619 1.000 -0.022 0.024 0.626 -0.691 0.624 0.471 -0.483 0.325 0.549 -0.046 -0.380 0.408 -0.268 0.468 0.031 0.075 0.020 0.087 | -| phi_p | 0.098 0.017 0.012 -0.195 -0.022 -0.022 1.000 0.002 -0.021 0.030 -0.025 -0.022 0.020 -0.014 -0.024 0.044 0.022 -0.012 0.007 -0.023 0.256 -0.089 -0.026 -0.000 | -| p4040_p | 0.012 0.107 -0.129 0.008 -0.057 0.024 0.002 1.000 -0.056 0.076 -0.105 -0.019 -0.065 0.081 -0.120 -0.021 0.139 -0.082 -0.018 0.158 -0.012 -0.007 -0.001 -0.008 | -| bplus_1 | -0.231 -0.429 -0.652 0.020 0.782 0.626 -0.021 -0.056 1.000 -0.923 0.795 0.619 -0.506 0.368 0.684 -0.178 -0.556 0.405 -0.264 0.598 0.074 0.103 0.028 -0.031 | -| DDstar_s | 0.255 0.499 0.698 -0.047 -0.919 -0.691 0.030 0.076 -0.923 1.000 -0.908 -0.714 0.566 -0.383 -0.766 0.123 0.600 -0.447 0.305 -0.673 -0.071 -0.115 -0.031 0.026 | -| Dbar_p | -0.220 -0.450 -0.672 0.044 0.791 0.624 -0.025 -0.105 0.795 -0.908 1.000 0.640 -0.588 0.324 0.679 -0.159 -0.495 0.388 -0.299 0.584 0.059 0.099 0.027 -0.065 | -| p4415_s | -0.175 -0.339 -0.484 0.036 0.616 0.471 -0.022 -0.019 0.619 -0.714 0.640 1.000 -0.292 0.223 0.570 -0.034 -0.441 0.315 -0.201 0.582 0.045 0.079 0.022 -0.010 | -| Ctt | 0.144 0.128 0.397 -0.024 -0.506 -0.483 0.020 -0.065 -0.506 0.566 -0.588 -0.292 1.000 -0.244 -0.317 -0.243 0.292 -0.108 0.156 -0.293 -0.044 -0.068 -0.019 -0.015 | -| p4415_p | -0.104 0.010 -0.410 0.036 0.363 0.325 -0.014 0.081 0.368 -0.383 0.324 0.223 -0.244 1.000 0.227 -0.133 -0.175 0.178 -0.113 0.191 0.019 0.046 0.013 0.031 | -| p4040_s | -0.194 -0.530 -0.578 0.047 0.680 0.549 -0.024 -0.120 0.684 -0.766 0.679 0.570 -0.317 0.227 1.000 -0.084 -0.456 0.348 -0.207 0.453 0.046 0.087 0.024 0.060 | -| bplus_2 | 0.076 0.023 0.048 -0.199 -0.178 -0.046 0.044 -0.021 -0.178 0.123 -0.159 -0.034 -0.243 -0.133 -0.084 1.000 0.041 -0.028 0.023 -0.113 0.092 -0.029 -0.011 0.004 | -| p3770_p | 0.153 0.388 0.325 -0.036 -0.550 -0.380 0.022 0.139 -0.556 0.600 -0.495 -0.441 0.292 -0.175 -0.456 0.041 1.000 -0.262 0.091 -0.388 -0.041 -0.071 -0.020 -0.125 | -| psi2s_p | -0.112 -0.192 -0.469 0.021 0.404 0.408 -0.012 -0.082 0.405 -0.447 0.388 0.315 -0.108 0.178 0.348 -0.028 -0.262 1.000 -0.179 0.272 0.031 0.050 0.014 -0.175 | -| Dbar_s | 0.074 0.103 0.116 -0.016 -0.262 -0.268 0.007 -0.018 -0.264 0.305 -0.299 -0.201 0.156 -0.113 -0.207 0.023 0.091 -0.179 1.000 -0.181 -0.021 -0.034 -0.010 -0.047 | -| p4160_s | -0.173 -0.354 -0.511 0.051 0.594 0.468 -0.023 0.158 0.598 -0.673 0.584 0.582 -0.293 0.191 0.453 -0.113 -0.388 0.272 -0.181 1.000 0.034 0.077 0.022 0.009 | -| phi_s | -0.034 -0.032 -0.062 -0.071 0.085 0.031 0.256 -0.012 0.074 -0.071 0.059 0.045 -0.044 0.019 0.046 0.092 -0.041 0.031 -0.021 0.034 1.000 0.008 0.008 -0.013 | -| omega_s | -0.305 -0.055 -0.083 0.061 0.112 0.075 -0.089 -0.007 0.103 -0.115 0.099 0.079 -0.068 0.046 0.087 -0.029 -0.071 0.050 -0.034 0.077 0.008 1.000 0.551 -0.002 | -| omega_p | 0.073 -0.015 -0.024 -0.075 0.029 0.020 -0.026 -0.001 0.028 -0.031 0.027 0.022 -0.019 0.013 0.024 -0.011 -0.020 0.014 -0.010 0.022 0.008 0.551 1.000 0.000 | -| p3770_s | -0.000 0.046 -0.135 0.015 -0.030 0.087 -0.000 -0.008 -0.031 0.026 -0.065 -0.010 -0.015 0.031 0.060 0.004 -0.125 -0.175 -0.047 0.009 -0.013 -0.002 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26679472324748205}), (, {'error': 0.0981772354740702}), (, {'error': 0.4303437070138014}), (, {'error': 0.2692291083351033}), (, {'error': 0.012596635275062829}), (, {'error': 0.029140578438821674}), (, {'error': 0.1007474389325318}), (, {'error': 0.16204234253078553}), (, {'error': 0.025894467376931685}), (, {'error': 0.47510501877689326}), (, {'error': 0.5109621213883511}), (, {'error': 0.2162023974215302}), (, {'error': 0.12456748454995326}), (, {'error': 0.18284318416332823}), (, {'error': 0.20180051798470922}), (, {'error': 0.04510526735265863}), (, {'error': 0.13276200482462386}), (, {'error': 0.029684476408275096}), (, {'error': 0.07508843160107043}), (, {'error': 0.17445475088159912}), (, {'error': 0.7921864697256797}), (, {'error': 1.1218561178652569}), (, {'error': 0.25915386201700485}), (, {'error': 0.19660422181522674})]) -Toy 23/25 -Time taken: 2 h, 38 min -Projected time left: 13 min, 46 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1584 (1584 total) | -| EDM = 3.48E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297284.8270613894 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | -5.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.431 | 0.017 | | | -2 | 2 | | -| 5 | jpsi_p | -4.56 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | -0.49 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | -3.25 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -0.78 | 0.03 | | | -2 | 2 | | -| 9 | DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 4.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 0.54 | 0.18 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.91 | 0.21 | | | -1.5 | 1.5 | | -| 13| p4415_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.41 | 0.17 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | -0.46 | 0.08 | | | -2 | 2 | | -| 16| p3770_p | 3.80 | 0.12 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.84 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 19| p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 15.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -6.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.38 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.001 -0.060 0.054 0.346 -0.032 0.062 -0.039 -0.277 -0.007 -0.047 0.025 0.013 -0.023 0.039 -0.041 -0.012 -0.021 -0.007 -0.002 0.003 -0.415 -0.282 -0.026 | -| p4160_p | 0.001 1.000 -0.009 -0.001 -0.001 -0.007 -0.000 -0.009 0.003 -0.000 -0.005 -0.005 -0.001 0.000 0.011 -0.002 -0.003 -0.002 -0.000 -0.001 0.000 -0.001 -0.001 -0.005 | -| DDstar_p | -0.060 -0.009 1.000 0.006 0.014 0.613 0.004 0.498 -0.211 0.016 -0.147 0.015 -0.212 0.235 -0.161 -0.033 0.159 0.275 -0.012 0.014 0.001 0.041 0.037 0.249 | -| rho_p | 0.054 -0.001 0.006 1.000 -0.069 -0.012 0.093 0.029 0.073 -0.001 -0.005 0.026 0.102 0.064 0.044 0.266 -0.032 0.017 -0.006 -0.000 0.129 0.287 0.248 0.007 | -| bplus_0 | 0.346 -0.001 0.014 -0.069 1.000 0.053 0.033 0.038 -0.901 -0.001 -0.002 0.017 -0.007 0.023 0.009 -0.135 0.018 0.010 -0.005 0.000 -0.030 -0.218 -0.182 0.044 | -| jpsi_p | -0.032 -0.007 0.613 -0.012 0.053 1.000 -0.003 0.443 -0.144 -0.003 0.254 -0.060 -0.323 0.166 -0.235 -0.247 0.128 0.275 -0.036 0.014 -0.015 -0.002 -0.004 0.360 | -| phi_p | 0.062 -0.000 0.004 0.093 0.033 -0.003 1.000 0.001 -0.021 -0.001 -0.000 0.001 -0.008 -0.001 0.000 -0.009 -0.003 -0.000 -0.001 -0.000 0.628 -0.062 -0.054 0.001 | -| p4040_p | -0.039 -0.009 0.498 0.029 0.038 0.443 0.001 1.000 -0.183 0.001 0.299 0.076 -0.088 0.179 -0.339 -0.002 0.215 0.102 -0.000 0.006 -0.014 0.031 0.029 0.319 | -| bplus_1 | -0.277 0.003 -0.211 0.073 -0.901 -0.144 -0.021 -0.183 1.000 -0.036 -0.160 0.083 -0.143 -0.180 0.097 -0.089 -0.098 -0.111 -0.036 -0.006 0.034 0.186 0.156 -0.114 | -| DDstar_s | -0.007 -0.000 0.016 -0.001 -0.001 -0.003 -0.001 0.001 -0.036 1.000 -0.009 0.005 0.001 0.012 0.009 0.019 -0.021 0.002 -0.003 -0.000 0.000 0.004 0.003 -0.011 | -| Dbar_p | -0.047 -0.005 -0.147 -0.005 -0.002 0.254 -0.000 0.299 -0.160 -0.009 1.000 -0.012 0.345 0.127 -0.144 0.001 0.066 0.305 0.037 0.006 0.006 0.029 0.025 0.337 | -| p4415_s | 0.025 -0.005 0.015 0.026 0.017 -0.060 0.001 0.076 0.083 0.005 -0.012 1.000 0.217 -0.068 0.117 0.027 -0.055 0.038 -0.000 -0.000 -0.013 -0.006 -0.003 -0.012 | -| Ctt | 0.013 -0.001 -0.212 0.102 -0.007 -0.323 -0.008 -0.088 -0.143 0.001 0.345 0.217 1.000 0.038 0.365 0.707 -0.085 0.261 0.045 -0.009 -0.047 0.019 0.023 -0.157 | -| p4415_p | -0.023 0.000 0.235 0.064 0.023 0.166 -0.001 0.179 -0.180 0.012 0.127 -0.068 0.038 1.000 -0.237 0.241 0.126 0.051 0.019 0.011 -0.025 0.033 0.033 0.121 | -| p4040_s | 0.039 0.011 -0.161 0.044 0.009 -0.235 0.000 -0.339 0.097 0.009 -0.144 0.117 0.365 -0.237 1.000 0.168 -0.193 0.027 0.011 -0.011 -0.019 -0.009 -0.004 -0.067 | -| bplus_2 | -0.041 -0.002 -0.033 0.266 -0.135 -0.247 -0.009 -0.002 -0.089 0.019 0.001 0.027 0.707 0.241 0.168 1.000 -0.028 0.061 0.019 -0.002 -0.091 0.105 0.106 -0.113 | -| p3770_p | -0.012 -0.003 0.159 -0.032 0.018 0.128 -0.003 0.215 -0.098 -0.021 0.066 -0.055 -0.085 0.126 -0.193 -0.028 1.000 0.136 -0.062 0.007 0.004 -0.009 -0.011 -0.117 | -| psi2s_p | -0.021 -0.002 0.275 0.017 0.010 0.275 -0.000 0.102 -0.111 0.002 0.305 0.038 0.261 0.051 0.027 0.061 0.136 1.000 0.001 0.004 -0.009 0.015 0.014 -0.197 | -| Dbar_s | -0.007 -0.000 -0.012 -0.006 -0.005 -0.036 -0.001 -0.000 -0.036 -0.003 0.037 -0.000 0.045 0.019 0.011 0.019 -0.062 0.001 1.000 -0.001 0.002 0.002 0.001 -0.009 | -| p4160_s | -0.002 -0.001 0.014 -0.000 0.000 0.014 -0.000 0.006 -0.006 -0.000 0.006 -0.000 -0.009 0.011 -0.011 -0.002 0.007 0.004 -0.001 1.000 0.000 0.001 0.001 0.007 | -| phi_s | 0.003 0.000 0.001 0.129 -0.030 -0.015 0.628 -0.014 0.034 0.000 0.006 -0.013 -0.047 -0.025 -0.019 -0.091 0.004 -0.009 0.002 0.000 1.000 0.075 0.071 -0.007 | -| omega_s | -0.415 -0.001 0.041 0.287 -0.218 -0.002 -0.062 0.031 0.186 0.004 0.029 -0.006 0.019 0.033 -0.009 0.105 -0.009 0.015 0.002 0.001 0.075 1.000 0.959 0.016 | -| omega_p | -0.282 -0.001 0.037 0.248 -0.182 -0.004 -0.054 0.029 0.156 0.003 0.025 -0.003 0.023 0.033 -0.004 0.106 -0.011 0.014 0.001 0.001 0.071 0.959 1.000 0.015 | -| p3770_s | -0.026 -0.005 0.249 0.007 0.044 0.360 0.001 0.319 -0.114 -0.011 0.337 -0.012 -0.157 0.121 -0.067 -0.113 -0.117 -0.197 -0.009 0.007 -0.007 0.016 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.36085849294167016}), (, {'error': 0.011231468976926173}), (, {'error': 0.45839974022522156}), (, {'error': 0.6112611125586485}), (, {'error': 0.01744711335451976}), (, {'error': 0.035602895458487716}), (, {'error': 0.22873353409715635}), (, {'error': 0.13585633139168474}), (, {'error': 0.03301075944476739}), (, {'error': 0.01799589491081227}), (, {'error': 0.39072295411739244}), (, {'error': 0.18295657009782434}), (, {'error': 0.20640852752170957}), (, {'error': 0.3759363617835998}), (, {'error': 0.1745429709369949}), (, {'error': 0.07656226705345748}), (, {'error': 0.12140507871903328}), (, {'error': 0.03518252067270211}), (, {'error': 0.028043987855400576}), (, {'error': 0.009838855832740079}), (, {'error': 1.01108113140414}), (, {'error': 4.03180481226331}), (, {'error': 0.8284645417062761}), (, {'error': 0.25105446600823034})]) -Toy 24/25 -Time taken: 2 h, 47 min -Projected time left: 6 min, 59 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=513 (524 total) | -| EDM = 1.8E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297544.72348935605 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_s | 0.408 | 0.005 | | |0.0253049| 2.0747 | | -| 1 | p4160_p | -2.259 | 0.030 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_p | 5.581 | 0.012 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -4.931 | 0.017 | | |-6.28319 | 6.28319 | | -| 4 | bplus_0 | 0.641 | 0.026 | | | -2 | 2 | | -| 5 | jpsi_p | 4.772 | 0.007 | | |-6.28319 | 6.28319 | | -| 6 | phi_p | 2.9 | 10.6 | | |-6.28319 | 6.28319 | | -| 7 | p4040_p | 4.035 | 0.021 | | |-6.28319 | 6.28319 | | -| 8 | bplus_1 | -1.187 | 0.025 | | | -2 | 2 | | -| 9 | DDstar_s | -0.451E-1 | 0.014E-1 | | | -0.3 | 0.3 | | -| 10| Dbar_p | 0.742 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| p4415_s | 1.777 | 0.004 | | |0.126447 | 2.35355 | | -| 12| Ctt | -0.427 | 0.009 | | | -1.5 | 1.5 | | -| 13| p4415_p | 1.53 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| p4040_s | 1.717 | 0.003 | | |0.00501244| 2.01499 | | -| 15| bplus_2 | 0.29 | 0.05 | | | -2 | 2 | | -| 16| p3770_p | -2.177 | 0.016 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 2.196 | 0.010 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 2.54E-2 | 0.14E-2 | | | -0.3 | 0.3 | | -| 19| p4160_s | 2.141 | 0.006 | | | 0.71676 | 3.68324 | | -| 20| phi_s | 20.75 | 0.10 | | | 14.8182 | 23.5818 | | -| 21| omega_s | 8.605 | 0.007 | | | 4.19232 | 9.40768 | | -| 22| omega_p | -0.21 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.479 | 0.005 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_s p4160_p DDstar_p rho_p bplus_0 jpsi_p phi_p p4040_p bplus_1 DDstar_s Dbar_p p4415_s Ctt p4415_p p4040_s bplus_2 p3770_p psi2s_p Dbar_s p4160_s phi_s omega_s omega_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_s | 1.000 0.649 -0.154 0.379 -0.752 0.418 0.754 0.540 -0.750 0.452 -0.227 -0.047 0.609 -0.630 0.105 -0.748 0.091 0.534 0.392 0.135 -0.744 0.122 0.738 0.150 | -| p4160_p | 0.649 1.000 -0.176 0.433 -0.858 0.479 0.861 0.618 -0.856 0.515 -0.259 -0.054 0.695 -0.717 0.118 -0.853 0.106 0.606 0.447 0.154 -0.849 0.139 0.842 0.171 | -| DDstar_p | -0.154 -0.176 1.000 -0.103 0.203 -0.114 -0.204 -0.147 0.203 -0.118 0.062 0.013 -0.165 0.170 -0.028 0.202 -0.025 -0.144 -0.106 -0.036 0.201 -0.033 -0.200 -0.041 | -| rho_p | 0.379 0.433 -0.103 1.000 -0.502 0.278 0.503 0.361 -0.501 0.302 -0.152 -0.032 0.407 -0.420 0.070 -0.499 0.061 0.356 0.262 0.090 -0.497 0.081 0.492 0.100 | -| bplus_0 | -0.752 -0.858 0.203 -0.502 1.000 -0.554 -0.997 -0.715 0.992 -0.597 0.301 0.063 -0.806 0.832 -0.138 0.988 -0.121 -0.704 -0.518 -0.178 0.984 -0.161 -0.975 -0.198 | -| jpsi_p | 0.418 0.479 -0.114 0.278 -0.554 1.000 0.554 0.398 -0.553 0.332 -0.167 -0.035 0.449 -0.465 0.077 -0.550 0.063 0.391 0.291 0.099 -0.546 0.089 0.541 0.111 | -| phi_p | 0.754 0.861 -0.204 0.503 -0.997 0.554 1.000 0.717 -0.995 0.599 -0.302 -0.063 0.808 -0.835 0.139 -0.991 0.121 0.707 0.520 0.178 -0.987 0.161 0.978 0.199 | -| p4040_p | 0.540 0.618 -0.147 0.361 -0.715 0.398 0.717 1.000 -0.713 0.429 -0.215 -0.045 0.577 -0.599 0.099 -0.710 0.089 0.503 0.372 0.130 -0.707 0.115 0.701 0.142 | -| bplus_1 | -0.750 -0.856 0.203 -0.501 0.992 -0.553 -0.995 -0.713 1.000 -0.596 0.300 0.063 -0.804 0.830 -0.138 0.986 -0.121 -0.703 -0.517 -0.177 0.982 -0.160 -0.973 -0.198 | -| DDstar_s | 0.452 0.515 -0.118 0.302 -0.597 0.332 0.599 0.429 -0.596 1.000 -0.181 -0.038 0.484 -0.500 0.083 -0.594 0.073 0.422 0.311 0.107 -0.591 0.097 0.586 0.119 | -| Dbar_p | -0.227 -0.259 0.062 -0.152 0.301 -0.167 -0.302 -0.215 0.300 -0.181 1.000 0.019 -0.243 0.251 -0.042 0.299 -0.036 -0.212 -0.160 -0.054 0.297 -0.049 -0.295 -0.060 | -| p4415_s | -0.047 -0.054 0.013 -0.032 0.063 -0.035 -0.063 -0.045 0.063 -0.038 0.019 1.000 -0.051 0.052 -0.009 0.062 -0.008 -0.044 -0.033 -0.011 0.062 -0.010 -0.062 -0.013 | -| Ctt | 0.609 0.695 -0.165 0.407 -0.806 0.449 0.808 0.577 -0.804 0.484 -0.243 -0.051 1.000 -0.674 0.112 -0.800 0.097 0.571 0.420 0.145 -0.797 0.130 0.790 0.160 | -| p4415_p | -0.630 -0.717 0.170 -0.420 0.832 -0.465 -0.835 -0.599 0.830 -0.500 0.251 0.052 -0.674 1.000 -0.115 0.827 -0.103 -0.588 -0.433 -0.147 0.824 -0.135 -0.817 -0.166 | -| p4040_s | 0.105 0.118 -0.028 0.070 -0.138 0.077 0.139 0.099 -0.138 0.083 -0.042 -0.009 0.112 -0.115 1.000 -0.137 0.017 0.097 0.072 0.025 -0.137 0.022 0.136 0.028 | -| bplus_2 | -0.748 -0.853 0.202 -0.499 0.988 -0.550 -0.991 -0.710 0.986 -0.594 0.299 0.062 -0.800 0.827 -0.137 1.000 -0.120 -0.701 -0.515 -0.177 0.978 -0.160 -0.969 -0.197 | -| p3770_p | 0.091 0.106 -0.025 0.061 -0.121 0.063 0.121 0.089 -0.121 0.073 -0.036 -0.008 0.097 -0.103 0.017 -0.120 1.000 0.089 0.064 0.022 -0.119 0.019 0.118 0.022 | -| psi2s_p | 0.534 0.606 -0.144 0.356 -0.704 0.391 0.707 0.503 -0.703 0.422 -0.212 -0.044 0.571 -0.588 0.097 -0.701 0.089 1.000 0.367 0.125 -0.698 0.114 0.692 0.139 | -| Dbar_s | 0.392 0.447 -0.106 0.262 -0.518 0.291 0.520 0.372 -0.517 0.311 -0.160 -0.033 0.420 -0.433 0.072 -0.515 0.064 0.367 1.000 0.092 -0.513 0.084 0.508 0.103 | -| p4160_s | 0.135 0.154 -0.036 0.090 -0.178 0.099 0.178 0.130 -0.177 0.107 -0.054 -0.011 0.145 -0.147 0.025 -0.177 0.022 0.125 0.092 1.000 -0.176 0.029 0.175 0.036 | -| phi_s | -0.744 -0.849 0.201 -0.497 0.984 -0.546 -0.987 -0.707 0.982 -0.591 0.297 0.062 -0.797 0.824 -0.137 0.978 -0.119 -0.698 -0.513 -0.176 1.000 -0.159 -0.965 -0.196 | -| omega_s | 0.122 0.139 -0.033 0.081 -0.161 0.089 0.161 0.115 -0.160 0.097 -0.049 -0.010 0.130 -0.135 0.022 -0.160 0.019 0.114 0.084 0.029 -0.159 1.000 0.158 0.032 | -| omega_p | 0.738 0.842 -0.200 0.492 -0.975 0.541 0.978 0.701 -0.973 0.586 -0.295 -0.062 0.790 -0.817 0.136 -0.969 0.118 0.692 0.508 0.175 -0.965 0.158 1.000 0.195 | -| p3770_s | 0.150 0.171 -0.041 0.100 -0.198 0.111 0.199 0.142 -0.198 0.119 -0.060 -0.013 0.160 -0.166 0.028 -0.197 0.022 0.139 0.103 0.036 -0.196 0.032 0.195 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0047222622343178755}), (, {'error': 0.029928668609519482}), (, {'error': 0.011635518219261343}), (, {'error': 0.01722037456289982}), (, {'error': 0.02558622754716433}), (, {'error': 0.006968792971250082}), (, {'error': 10.643774689932325}), (, {'error': 0.020865629987789625}), (, {'error': 0.024644047175313655}), (, {'error': 0.0014358569633027007}), (, {'error': 0.024531826368234366}), (, {'error': 0.003802507527963628}), (, {'error': 0.009331027515191548}), (, {'error': 0.05215531775749849}), (, {'error': 0.0027888744954840394}), (, {'error': 0.0518957033610723}), (, {'error': 0.01582709065280108}), (, {'error': 0.00996422244766304}), (, {'error': 0.0013510284815503593}), (, {'error': 0.005786113996866682}), (, {'error': 0.0973843787457831}), (, {'error': 0.0074003021410415926}), (, {'error': 0.10553436575359365}), (, {'error': 0.0048909889802257744})]) -Toy 25/25 -Time taken: 2 h, 52 min -Projected time left: -16/25 fits converged -Mean Ctt value = -0.3910963264177933 -Mean Ctt error = 0.18799960015044534 -95 Sensitivy = 0.0002968883371165096 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247852.out b/finished fits/ff1data1/slurm-2247852.out deleted file mode 100644 index 12269f6..0000000 --- a/finished fits/ff1data1/slurm-2247852.out +++ /dev/null @@ -1,5596 +0,0 @@ -Simulation starting -2019-09-05 15:42:52.411452: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 15:42:53.093160: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 15:42:53.093605: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:42:53.095693: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:42:53.097598: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:42:53.098151: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:42:53.103409: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:42:53.105377: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:42:53.110907: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:42:53.130373: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:42:53.130923: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 15:42:53.143217: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 15:42:53.143501: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5590d16d4920 executing computations on platform Host. Devices: -2019-09-05 15:42:53.143536: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 15:42:53.150562: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 15:42:53.150730: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:42:53.150763: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:42:53.150793: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:42:53.150822: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:42:53.150852: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:42:53.150882: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:42:53.150912: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:42:53.163778: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:42:53.163960: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:42:53.563810: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 15:42:53.563884: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 15:42:53.563902: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 15:42:53.574555: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:06:00.0, compute capability: 3.7) -2019-09-05 15:42:53.577927: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5590d1c30d20 executing computations on platform CUDA. Devices: -2019-09-05 15:42:53.578002: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 15:42:55.677633 139900351211264 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 15:42:55.737231 139900351211264 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 15:42:56.248978 139900351211264 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 15:43:27.985533: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 15:43:37.587599 139900351211264 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322926.5945016 Edm = 79.4159 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322926.5945016 Edm = 79.4159 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304691.1432411 Edm = 53.5687 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304272.9602913 Edm = 152.152 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304213.7278093 Edm = 7.3958 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302955.8975651 Edm = 300.108 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299998.7463346 Edm = 20917.3 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299167.3303367 Edm = 1032.54 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297969.3976892 Edm = 67.8379 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297777.2250372 Edm = 0.520397 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297776.3096797 Edm = 0.310016 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297774.0547052 Edm = 1.28618 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297689.8769285 Edm = 11.0991 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297666.3156625 Edm = 0.222861 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297665.9906629 Edm = 0.0726565 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297665.5068044 Edm = 0.679967 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297654.7741888 Edm = 13.4954 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297654.5550605 Edm = 0.161847 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297622.3300057 Edm = 29.9279 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297620.4885252 Edm = 2.33494 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297616.4801635 Edm = 3.81417 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297569.3717806 Edm = 12.4509 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297561.2416193 Edm = 13.6839 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297546.315987 Edm = 0.816861 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297544.4722457 Edm = 0.821046 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297543.8290271 Edm = 0.19429 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297543.5879618 Edm = 0.169429 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297541.4753968 Edm = 2.11508 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297507.1782017 Edm = 10.804 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297485.0921169 Edm = 8.80671 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297470.972885 Edm = 4.04819 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297461.5326697 Edm = 1.40834 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297458.9380786 Edm = 0.215225 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297458.6247922 Edm = 0.0683982 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297458.4109727 Edm = 0.116636 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297456.8170327 Edm = 0.936111 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297455.9634578 Edm = 0.849684 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297455.240367 Edm = 0.205505 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297455.0513858 Edm = 0.125125 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297454.6168539 Edm = 0.43523 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297453.5998728 Edm = 1.24729 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297452.4330501 Edm = 0.639184 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297451.3944077 Edm = 1.60298 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297447.5385297 Edm = 2.38454 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297445.122409 Edm = 6.44523 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297442.7297546 Edm = 1.11808 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297441.9033769 Edm = 0.825805 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297439.9445763 Edm = 1.8345 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297437.1680462 Edm = 4.93308 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297434.6667593 Edm = 2.09089 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297432.3946649 Edm = 1.36456 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297430.5144894 Edm = 2.73073 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297429.3749274 Edm = 1.04472 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297426.1458599 Edm = 1.32798 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297422.5592052 Edm = 5.69181 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297420.0523852 Edm = 3.82276 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297415.5150179 Edm = 2.31395 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297414.2086261 Edm = 4.34451 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297409.352579 Edm = 2.30923 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297406.9448337 Edm = 3.09947 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297404.5408735 Edm = 0.152929 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297404.4511738 Edm = 0.067996 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297404.4018509 Edm = 0.0205637 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297404.2869007 Edm = 0.131624 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297401.0185681 Edm = 3.88522 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297400.9715435 Edm = 0.0274469 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297400.401099 Edm = 0.68798 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297400.2263151 Edm = 0.184609 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297398.8798467 Edm = 0.890749 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297389.5857541 Edm = 4.1025 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297376.4545356 Edm = 0.523989 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297375.969501 Edm = 0.00966092 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297375.9349559 Edm = 0.0279886 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297375.7580092 Edm = 0.288672 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297375.4993674 Edm = 0.206215 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297354.3702896 Edm = 6.00456 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297342.9278784 Edm = 17.5784 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297329.5344178 Edm = 4.07693 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297325.3706699 Edm = 3.15031 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297323.5655964 Edm = 0.248741 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297323.0697182 Edm = 0.222224 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297322.2577154 Edm = 0.117745 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297322.0803473 Edm = 0.00722365 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297322.0548811 Edm = 0.0145844 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297321.7934478 Edm = 0.308996 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297320.761169 Edm = 1.03027 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297313.6955252 Edm = 3.85961 NCalls = 300 -VariableMetric: Iteration # 86 - FCN = 297305.7917026 Edm = 1.47291 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297303.7806662 Edm = 0.711287 NCalls = 305 -VariableMetric: Iteration # 88 - FCN = 297303.4379601 Edm = 0.212657 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297303.0155038 Edm = 0.136587 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297302.8505014 Edm = 0.0474489 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297302.7959032 Edm = 0.0232369 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297302.7323845 Edm = 0.0268226 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297302.6737231 Edm = 0.00447271 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297302.6683507 Edm = 0.00111008 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297302.6669727 Edm = 0.000834204 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297302.6547568 Edm = 0.0105036 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297302.0436088 Edm = 0.563247 NCalls = 333 -VariableMetric: Iteration # 98 - FCN = 297300.4706945 Edm = 1.52307 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297295.0482894 Edm = 3.25565 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297290.5098577 Edm = 1.11488 NCalls = 340 -VariableMetric: Iteration # 101 - FCN = 297289.0833972 Edm = 0.380442 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297288.7588665 Edm = 0.0608017 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297288.7017924 Edm = 0.036309 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297288.6744609 Edm = 0.0150952 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297288.6488565 Edm = 0.00309984 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297288.6455549 Edm = 0.000311448 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297288.6450205 Edm = 0.000209685 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297288.6351771 Edm = 0.00837061 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297288.1102218 Edm = 0.465484 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297285.8342361 Edm = 0.832259 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 297285.011915 Edm = 0.200414 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 297284.8031335 Edm = 0.0531015 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297284.770901 Edm = 0.00281605 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297284.7676976 Edm = 0.00027089 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297284.767106 Edm = 0.000151928 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297284.766673 Edm = 0.000231153 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297284.756938 Edm = 0.00923311 NCalls = 381 -VariableMetric: Iteration # 118 - FCN = 297284.4371467 Edm = 0.290877 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297282.7226154 Edm = 0.308428 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297282.4816665 Edm = 0.0587735 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297282.4446424 Edm = 0.00348295 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297282.4412484 Edm = 0.000159935 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297282.4410298 Edm = 6.89263e-05 NCalls = 397 -VariableMetric: After Hessian - FCN = 297282.4410298 Edm = 846.263 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297282.4410298 Edm = 846.263 NCalls = 870 -VariableMetric: Iteration # 125 - FCN = 297280.8293693 Edm = 8.55698 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297278.8200677 Edm = 0.529284 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297278.4312413 Edm = 0.285763 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297278.0187176 Edm = 0.0670402 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297277.8905488 Edm = 0.0241386 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297277.8457649 Edm = 0.0142159 NCalls = 885 -VariableMetric: Iteration # 131 - FCN = 297277.7926646 Edm = 0.00819701 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297277.7725505 Edm = 0.00392391 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297277.7661673 Edm = 0.00142786 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297277.76263 Edm = 0.000881778 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297277.7599849 Edm = 0.00124805 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297277.755254 Edm = 0.0019403 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297277.7491766 Edm = 0.00134108 NCalls = 899 -VariableMetric: Iteration # 138 - FCN = 297277.7455323 Edm = 0.00083141 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297277.7427877 Edm = 0.00110192 NCalls = 903 -VariableMetric: Iteration # 140 - FCN = 297277.738241 Edm = 0.00152616 NCalls = 905 -VariableMetric: Iteration # 141 - FCN = 297277.7299178 Edm = 0.00165147 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297277.7265151 Edm = 0.000568771 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297277.724941 Edm = 0.000291575 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297277.7239643 Edm = 0.000209793 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297277.7235042 Edm = 0.000192878 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297277.7225299 Edm = 0.000749469 NCalls = 919 -VariableMetric: Iteration # 147 - FCN = 297277.7170538 Edm = 0.0039326 NCalls = 924 -VariableMetric: Iteration # 148 - FCN = 297277.7150506 Edm = 0.00666684 NCalls = 927 -VariableMetric: Iteration # 149 - FCN = 297277.7075797 Edm = 0.00260901 NCalls = 930 -VariableMetric: Iteration # 150 - FCN = 297277.7038536 Edm = 0.0021003 NCalls = 932 -VariableMetric: Iteration # 151 - FCN = 297277.7016102 Edm = 0.000827447 NCalls = 935 -VariableMetric: Iteration # 152 - FCN = 297277.7000214 Edm = 0.000224909 NCalls = 938 -VariableMetric: Iteration # 153 - FCN = 297277.6994025 Edm = 0.000145966 NCalls = 941 -VariableMetric: Iteration # 154 - FCN = 297277.6992425 Edm = 0.000107141 NCalls = 942 -VariableMetric: Iteration # 155 - FCN = 297277.699169 Edm = 1.24197e-05 NCalls = 944 -VariableMetric: After Hessian - FCN = 297277.699169 Edm = 1.52863e-05 NCalls = 1435 -VariableMetric: Iteration # 156 - FCN = 297277.699169 Edm = 1.52863e-05 NCalls = 1435 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311093.0067126 Edm = 21.2458 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311093.0067126 Edm = 21.2458 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299326.8694386 Edm = 7.25633 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299290.5766703 Edm = 8.43603 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299001.3191906 Edm = 163.051 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298541.3473841 Edm = 436.074 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298470.466481 Edm = 1.84142 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298437.7535946 Edm = 32.9905 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298009.9894862 Edm = 59.4272 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297825.5995957 Edm = 40.3828 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297815.0788538 Edm = 2.91618 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297813.149365 Edm = 0.0835245 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297811.8481975 Edm = 1.19605 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297722.4262524 Edm = 61.9188 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297612.5714189 Edm = 4.95772 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297607.3126808 Edm = 0.111712 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297607.19425 Edm = 0.0199237 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297602.7411788 Edm = 4.22195 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297561.0276294 Edm = 10.9338 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297543.3692568 Edm = 2.16719 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297540.6211274 Edm = 0.0514463 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297540.5475201 Edm = 0.0101629 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297540.5152824 Edm = 0.0216589 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297539.8467756 Edm = 0.5395 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297498.1103767 Edm = 13.3694 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297486.1532148 Edm = 13.0678 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297479.1194924 Edm = 0.241548 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297478.8629894 Edm = 0.0362463 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297478.7766865 Edm = 0.0332158 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297478.5958453 Edm = 0.0539971 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297478.4436484 Edm = 0.0110451 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297478.420111 Edm = 0.0142545 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297478.1316552 Edm = 0.30481 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297477.9496098 Edm = 0.170505 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297477.4046014 Edm = 0.459688 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297461.1627627 Edm = 6.78754 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297451.1750515 Edm = 2.3554 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297449.0321892 Edm = 0.136932 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297448.8749184 Edm = 0.0143047 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297448.8621605 Edm = 0.00233397 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297448.8577237 Edm = 0.00273181 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297448.7104444 Edm = 0.134805 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297446.8467978 Edm = 1.0242 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297444.1319519 Edm = 0.0481778 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297444.0821988 Edm = 0.00199643 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297444.0784495 Edm = 0.00194401 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297443.9093202 Edm = 0.169534 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297442.031568 Edm = 0.0399388 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297437.7413671 Edm = 19.4301 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297433.0236521 Edm = 6.73273 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297428.1953105 Edm = 2.32145 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297426.3527045 Edm = 0.768397 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297424.8750952 Edm = 0.122101 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297424.6984294 Edm = 0.0323989 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297424.6498586 Edm = 0.0103805 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297424.6347395 Edm = 0.00527841 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297424.4470046 Edm = 0.164597 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297414.6541702 Edm = 6.69507 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297399.8780665 Edm = 4.4155 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297396.8597822 Edm = 2.39529 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297395.5284878 Edm = 0.361223 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297394.9186293 Edm = 0.279354 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297394.1329908 Edm = 0.321282 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297379.0985868 Edm = 13.9157 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297372.214784 Edm = 208164 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297369.9069963 Edm = 29154 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297366.0379842 Edm = 447956 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297357.7703009 Edm = 5192.67 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297348.1790214 Edm = 847.307 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297347.1513792 Edm = 449.688 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297344.9336008 Edm = 1049.77 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297343.5421368 Edm = 187.898 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297342.9440146 Edm = 82.6269 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297342.7260164 Edm = 25.1143 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297342.4939201 Edm = 33.1779 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297342.1939362 Edm = 22.1628 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297341.7515432 Edm = 77.6539 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297341.2625931 Edm = 21.2195 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297340.0754477 Edm = 8.51132 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297338.9774016 Edm = 15.0776 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297338.066246 Edm = 5.61347 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297337.6433642 Edm = 7.04794 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297336.9416127 Edm = 5.58592 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297336.4909695 Edm = 6.73665 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297335.9058414 Edm = 0.763366 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297335.4092694 Edm = 3.03484 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297334.301373 Edm = 5.71489 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297333.3048239 Edm = 4.53116 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297332.6351701 Edm = 4.49927 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297331.034694 Edm = 4.69285 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297329.479846 Edm = 9.84825 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297327.9559996 Edm = 17.0911 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297327.2117466 Edm = 2.45893 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297326.4710876 Edm = 1.29944 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297325.1624999 Edm = 1.85808 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297324.1155909 Edm = 0.789791 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297323.6774199 Edm = 0.416065 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297323.4203808 Edm = 0.163614 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297323.2707278 Edm = 0.0660956 NCalls = 314 -VariableMetric: Iteration # 98 - FCN = 297323.1518561 Edm = 0.0440603 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297323.0857417 Edm = 0.0164814 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297323.0566696 Edm = 0.00633047 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297323.0466724 Edm = 0.00256708 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297323.0448329 Edm = 0.00161492 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297323.0428878 Edm = 0.000728073 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297323.0413469 Edm = 0.000208885 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297323.0408689 Edm = 0.000116304 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297323.040614 Edm = 3.93942e-05 NCalls = 332 -VariableMetric: After Hessian - FCN = 297323.040614 Edm = 6.67926e-05 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297323.040614 Edm = 6.67926e-05 NCalls = 821 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301892.5673856 Edm = 20.9637 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301892.5673856 Edm = 20.9637 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298808.5855127 Edm = 2.07554 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298763.9386628 Edm = 7.98594 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298758.5738623 Edm = 2.71484 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298359.0501496 Edm = 30.6256 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298301.463565 Edm = 9.35931 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298290.7799937 Edm = 0.226114 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 298290.266017 Edm = 0.322915 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 298264.7143741 Edm = 20.1378 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298169.9299626 Edm = 3.78059 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 298165.6371602 Edm = 0.204834 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 298165.2299489 Edm = 0.243043 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 298053.1240446 Edm = 95.1228 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297712.8053089 Edm = 71.1994 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297641.8373866 Edm = 3.51698 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297635.8301502 Edm = 0.142055 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297635.6484185 Edm = 0.0182243 NCalls = 53 -VariableMetric: Iteration # 17 - FCN = 297635.5640852 Edm = 0.0534003 NCalls = 55 -VariableMetric: Iteration # 18 - FCN = 297569.5478257 Edm = 15.4131 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297516.319621 Edm = 6.10033 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297508.6561204 Edm = 0.394641 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297508.2798972 Edm = 0.125578 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297508.1366814 Edm = 0.0135492 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297507.7281097 Edm = 0.366614 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297493.2092303 Edm = 9.01507 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297472.0449151 Edm = 2.47007 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297470.5549933 Edm = 1.09905 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297469.3985614 Edm = 0.428132 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297468.4794549 Edm = 0.422059 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297468.0252358 Edm = 0.174224 NCalls = 91 -VariableMetric: Iteration # 30 - FCN = 297467.8448255 Edm = 0.0346565 NCalls = 93 -VariableMetric: Iteration # 31 - FCN = 297467.8072711 Edm = 0.00773137 NCalls = 95 -VariableMetric: Iteration # 32 - FCN = 297467.7942052 Edm = 0.00493923 NCalls = 97 -VariableMetric: Iteration # 33 - FCN = 297467.694988 Edm = 0.091451 NCalls = 101 -VariableMetric: Iteration # 34 - FCN = 297460.0880543 Edm = 7.90275 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297457.6323287 Edm = 2.65677 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297454.0479191 Edm = 3.25319 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297435.698129 Edm = 124.394 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297431.0134019 Edm = 3.51072 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297415.4202268 Edm = 1.86374 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297413.3646161 Edm = 0.367782 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297411.2112759 Edm = 0.802408 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297409.281459 Edm = 0.319791 NCalls = 130 -VariableMetric: Iteration # 43 - FCN = 297408.8442715 Edm = 0.0680857 NCalls = 132 -VariableMetric: Iteration # 44 - FCN = 297408.7714421 Edm = 0.0075889 NCalls = 134 -VariableMetric: Iteration # 45 - FCN = 297408.7561809 Edm = 0.00379445 NCalls = 136 -VariableMetric: Iteration # 46 - FCN = 297408.7448547 Edm = 0.00157988 NCalls = 138 -VariableMetric: Iteration # 47 - FCN = 297408.7269939 Edm = 0.0147519 NCalls = 141 -VariableMetric: Iteration # 48 - FCN = 297406.7211062 Edm = 3.95163 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297406.4834013 Edm = 0.176317 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297406.2886853 Edm = 0.365446 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297401.7186722 Edm = 1.77287 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297398.7416352 Edm = 1.58628 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297397.3603985 Edm = 0.109135 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297397.240406 Edm = 0.0427069 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297397.2016369 Edm = 0.00621376 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297397.1932358 Edm = 0.000491238 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297397.1894046 Edm = 0.00325236 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297396.5746362 Edm = 0.512126 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297393.0096078 Edm = 0.113651 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297392.8200563 Edm = 0.0179219 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297392.8028747 Edm = 0.000621064 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297392.802216 Edm = 8.64559e-05 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297392.7987902 Edm = 0.00355005 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297392.6696262 Edm = 0.0294381 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297391.616858 Edm = 0.59407 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297389.3621009 Edm = 1.22369 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297387.4625628 Edm = 0.0580801 NCalls = 209 -VariableMetric: Iteration # 68 - FCN = 297387.4138106 Edm = 0.00388443 NCalls = 211 -VariableMetric: Iteration # 69 - FCN = 297387.4091724 Edm = 0.00072938 NCalls = 213 -VariableMetric: Iteration # 70 - FCN = 297387.4078603 Edm = 0.000377078 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297387.4046129 Edm = 0.00251075 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297387.3388632 Edm = 0.0639895 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297386.214052 Edm = 0.562614 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297385.3295259 Edm = 0.0500344 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297385.2611246 Edm = 0.0150336 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297385.2475462 Edm = 0.00208058 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297385.2455512 Edm = 6.3491e-05 NCalls = 237 -VariableMetric: After Hessian - FCN = 297385.2455512 Edm = 444.301 NCalls = 716 -VariableMetric: Iteration # 78 - FCN = 297385.2455512 Edm = 444.301 NCalls = 716 -VariableMetric: Iteration # 79 - FCN = 297379.6118982 Edm = 640892 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297373.9124134 Edm = 167.628 NCalls = 736 -VariableMetric: Iteration # 81 - FCN = 297364.7961759 Edm = 2.21218 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297362.1698266 Edm = 0.510711 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297361.1683073 Edm = 0.204187 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297359.5663157 Edm = 0.771411 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297358.108471 Edm = 0.124633 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297357.7913581 Edm = 0.151059 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297356.8963589 Edm = 0.202302 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297356.6572223 Edm = 0.0394511 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297356.2925614 Edm = 0.176652 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297355.9447818 Edm = 0.0293119 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297355.7776139 Edm = 0.111823 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297355.5147066 Edm = 0.0180668 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297355.4516817 Edm = 0.0559644 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297355.1460445 Edm = 0.118481 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297354.989717 Edm = 0.0428867 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297354.9589456 Edm = 0.0265814 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297354.8531522 Edm = 0.0707239 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297354.6804307 Edm = 0.00766897 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297354.6588643 Edm = 0.0116226 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297354.6129556 Edm = 0.0280061 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297354.567013 Edm = 0.00745528 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297354.553045 Edm = 0.00216814 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297354.5416419 Edm = 0.00791249 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297354.4586829 Edm = 0.0131417 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297354.4397313 Edm = 0.00314757 NCalls = 796 -VariableMetric: Iteration # 106 - FCN = 297354.3916068 Edm = 0.0129859 NCalls = 800 -VariableMetric: Iteration # 107 - FCN = 297354.371946 Edm = 0.00170538 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297354.366821 Edm = 0.00284597 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297354.3465171 Edm = 0.00744131 NCalls = 807 -VariableMetric: Iteration # 110 - FCN = 297354.3338381 Edm = 0.00145068 NCalls = 809 -VariableMetric: Iteration # 111 - FCN = 297354.326702 Edm = 0.00520768 NCalls = 811 -VariableMetric: Iteration # 112 - FCN = 297354.2526385 Edm = 0.0176567 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297354.2344219 Edm = 0.00483497 NCalls = 816 -VariableMetric: Iteration # 114 - FCN = 297354.228191 Edm = 0.00235503 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297354.2125891 Edm = 0.0101681 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297354.1295899 Edm = 0.0303812 NCalls = 825 -VariableMetric: Iteration # 117 - FCN = 297354.0938752 Edm = 0.0115358 NCalls = 827 -VariableMetric: Iteration # 118 - FCN = 297354.0821534 Edm = 0.0140628 NCalls = 830 -VariableMetric: Iteration # 119 - FCN = 297354.0475695 Edm = 0.0374237 NCalls = 833 -VariableMetric: Iteration # 120 - FCN = 297353.9552516 Edm = 0.122398 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297353.7607277 Edm = 0.348972 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297353.7162079 Edm = 0.0645203 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297353.6449827 Edm = 0.0728918 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297353.5104419 Edm = 0.0838629 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 297353.2925277 Edm = 0.0282625 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297353.1184864 Edm = 0.23121 NCalls = 863 -VariableMetric: Iteration # 127 - FCN = 297352.9595066 Edm = 0.379161 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297352.4374322 Edm = 0.505976 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297352.07629 Edm = 1.52495 NCalls = 877 -VariableMetric: Iteration # 130 - FCN = 297351.6235061 Edm = 0.689258 NCalls = 882 -VariableMetric: Iteration # 131 - FCN = 297350.5841757 Edm = 0.496006 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297349.9728084 Edm = 1.12649 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297349.1703325 Edm = 1.68914 NCalls = 897 -VariableMetric: Iteration # 134 - FCN = 297348.1400128 Edm = 1.38174 NCalls = 902 -VariableMetric: Iteration # 135 - FCN = 297347.632728 Edm = 0.671244 NCalls = 904 -VariableMetric: Iteration # 136 - FCN = 297347.0749049 Edm = 1.36545 NCalls = 907 -VariableMetric: Iteration # 137 - FCN = 297346.2997011 Edm = 0.569677 NCalls = 909 -VariableMetric: Iteration # 138 - FCN = 297344.3790861 Edm = 0.847741 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297343.1953326 Edm = 1.54656 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297342.7021954 Edm = 0.197485 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297342.424305 Edm = 0.0563669 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297342.1692845 Edm = 0.163546 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297341.1816821 Edm = 0.571014 NCalls = 924 -VariableMetric: Iteration # 144 - FCN = 297340.8035803 Edm = 0.201184 NCalls = 926 -VariableMetric: Iteration # 145 - FCN = 297340.6063744 Edm = 0.066181 NCalls = 928 -VariableMetric: Iteration # 146 - FCN = 297340.456312 Edm = 0.0871958 NCalls = 930 -VariableMetric: Iteration # 147 - FCN = 297340.2242212 Edm = 0.0909211 NCalls = 932 -VariableMetric: Iteration # 148 - FCN = 297339.952116 Edm = 0.159888 NCalls = 934 -VariableMetric: Iteration # 149 - FCN = 297339.5590424 Edm = 0.142258 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297339.4155308 Edm = 0.0506969 NCalls = 938 -VariableMetric: Iteration # 151 - FCN = 297339.362594 Edm = 0.0256292 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297339.2838207 Edm = 0.0476536 NCalls = 943 -VariableMetric: Iteration # 153 - FCN = 297339.16644 Edm = 0.0222817 NCalls = 945 -VariableMetric: Iteration # 154 - FCN = 297339.13906 Edm = 0.00574109 NCalls = 947 -VariableMetric: Iteration # 155 - FCN = 297339.1302016 Edm = 0.0006851 NCalls = 949 -VariableMetric: Iteration # 156 - FCN = 297339.1293435 Edm = 0.000139689 NCalls = 951 -VariableMetric: Iteration # 157 - FCN = 297339.1291137 Edm = 5.63989e-05 NCalls = 953 -VariableMetric: After Hessian - FCN = 297339.1291137 Edm = 0.009041 NCalls = 1438 -VariableMetric: Iteration # 158 - FCN = 297339.1291137 Edm = 0.009041 NCalls = 1438 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303794.5318539 Edm = 11.7511 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303794.5318539 Edm = 11.7511 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299204.9094706 Edm = 5.20438 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298911.6858925 Edm = 0.477181 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298911.1944075 Edm = 0.39718 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298701.0835684 Edm = 26.2059 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298649.1154282 Edm = 18.3427 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298633.7779672 Edm = 4.25879 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298624.2745306 Edm = 1.55553 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298607.1964515 Edm = 16.7596 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298582.8078134 Edm = 43.736 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298539.7022842 Edm = 43.7918 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 298406.3072691 Edm = 84.2052 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 297567.9226076 Edm = 41.3293 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 297545.5589704 Edm = 54.7946 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 297531.874354 Edm = 0.211756 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297531.6449592 Edm = 0.0605153 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297530.2807557 Edm = 1.31021 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297481.9639761 Edm = 16.6255 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297454.9073843 Edm = 2.43253 NCalls = 84 -VariableMetric: Iteration # 19 - FCN = 297453.1706954 Edm = 0.281637 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297452.8324016 Edm = 0.0574105 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297451.6341985 Edm = 0.485873 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297448.34098 Edm = 2.11087 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297422.6470434 Edm = 3.87828 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297418.9028353 Edm = 5.7931 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297415.5847095 Edm = 2.49385 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297410.1208167 Edm = 3.20239 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297406.9975773 Edm = 0.49957 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297406.5490974 Edm = 0.18813 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297406.2200183 Edm = 0.479148 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297405.8482469 Edm = 0.241615 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297405.5103499 Edm = 0.026463 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297405.4833426 Edm = 0.063504 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297405.436552 Edm = 0.0523185 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297403.8337652 Edm = 1.78207 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297403.6733614 Edm = 0.148919 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297395.7414382 Edm = 8.44706 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297395.4639109 Edm = 0.320839 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297393.2725889 Edm = 2.33327 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297377.8055225 Edm = 19.0921 NCalls = 156 -VariableMetric: Iteration # 40 - FCN = 297377.5175594 Edm = 0.0414897 NCalls = 158 -VariableMetric: Iteration # 41 - FCN = 297377.408353 Edm = 0.03075 NCalls = 160 -VariableMetric: Iteration # 42 - FCN = 297377.1632567 Edm = 0.0867972 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297376.6624238 Edm = 0.28408 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297367.8497241 Edm = 3.88891 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297360.90268 Edm = 0.261349 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297360.6631294 Edm = 0.0127299 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297360.6421939 Edm = 0.0123597 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297360.3713665 Edm = 0.288573 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297360.2614354 Edm = 0.103622 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297346.8670984 Edm = 6.27017 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297343.5483687 Edm = 0.434351 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297343.0742474 Edm = 0.055581 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297342.9050135 Edm = 0.0221051 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297342.8815014 Edm = 0.0036416 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297342.8757174 Edm = 0.0025532 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297342.7524468 Edm = 0.0984854 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297338.566553 Edm = 3.2971 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297320.0304094 Edm = 1.8666 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297318.2414135 Edm = 0.176537 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297318.1278504 Edm = 0.00882365 NCalls = 220 -VariableMetric: Iteration # 61 - FCN = 297318.1196777 Edm = 0.00212817 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297318.1157303 Edm = 0.00153505 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297318.0984646 Edm = 0.0155661 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297314.9647233 Edm = 2.4998 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297305.0443112 Edm = 2.80938 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297301.8432589 Edm = 0.698107 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297300.8109448 Edm = 0.205543 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297300.5852564 Edm = 0.0510946 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297300.5112994 Edm = 0.00855056 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297300.4994747 Edm = 0.000735236 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297300.4973669 Edm = 0.00130777 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297300.3848914 Edm = 0.0926748 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297298.1981892 Edm = 1.33771 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297295.6158766 Edm = 0.673736 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297295.0753796 Edm = 0.0364578 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297295.0202836 Edm = 0.00768973 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297295.0114859 Edm = 0.00126808 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297295.0107546 Edm = 6.42367e-05 NCalls = 267 -VariableMetric: After Hessian - FCN = 297295.0107546 Edm = 619.95 NCalls = 740 -VariableMetric: Iteration # 79 - FCN = 297295.0107546 Edm = 619.95 NCalls = 740 -VariableMetric: Iteration # 80 - FCN = 297293.4329969 Edm = 17.4195 NCalls = 745 -VariableMetric: Iteration # 81 - FCN = 297293.0606869 Edm = 1.97017 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297290.3020633 Edm = 0.83134 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297289.1876375 Edm = 0.781697 NCalls = 754 -VariableMetric: Iteration # 84 - FCN = 297288.1231563 Edm = 0.65446 NCalls = 757 -VariableMetric: Iteration # 85 - FCN = 297286.8077202 Edm = 0.319084 NCalls = 761 -VariableMetric: Iteration # 86 - FCN = 297286.3572624 Edm = 0.178162 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297285.8678724 Edm = 0.182851 NCalls = 765 -VariableMetric: Iteration # 88 - FCN = 297285.610852 Edm = 0.0752475 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297285.4330462 Edm = 0.073128 NCalls = 770 -VariableMetric: Iteration # 90 - FCN = 297285.0768135 Edm = 0.0579204 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297284.9865881 Edm = 0.0446195 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297284.7994404 Edm = 0.0614571 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297284.709596 Edm = 0.0219476 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297284.5690694 Edm = 0.0469873 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297284.4848315 Edm = 0.0108138 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297284.415012 Edm = 0.0373966 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 297284.3218776 Edm = 0.0155693 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297284.2682689 Edm = 0.0184172 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297284.2122553 Edm = 0.0143413 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297284.1455501 Edm = 0.0321886 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297284.0368738 Edm = 0.0287802 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297283.9059166 Edm = 0.0829726 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297283.6610133 Edm = 0.0374176 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297283.5296891 Edm = 0.0557197 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297283.3654836 Edm = 0.0188806 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297283.3371144 Edm = 0.0080596 NCalls = 807 -VariableMetric: Iteration # 107 - FCN = 297283.319147 Edm = 0.0072075 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297283.2990141 Edm = 0.00576086 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297283.286496 Edm = 0.00377138 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297283.2756146 Edm = 0.00633164 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297283.2656132 Edm = 0.00119709 NCalls = 820 -VariableMetric: Iteration # 112 - FCN = 297283.2636273 Edm = 0.000514477 NCalls = 822 -VariableMetric: Iteration # 113 - FCN = 297283.2610169 Edm = 0.000399186 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297283.2602495 Edm = 0.00015353 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297283.259682 Edm = 8.66456e-05 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297283.2595521 Edm = 4.89203e-06 NCalls = 830 -VariableMetric: After Hessian - FCN = 297283.2595521 Edm = 9.73183e-05 NCalls = 1313 -VariableMetric: Iteration # 117 - FCN = 297283.2595521 Edm = 9.73183e-05 NCalls = 1313 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315628.4952672 Edm = 25.3934 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315628.4952672 Edm = 25.3934 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304694.8305773 Edm = 3.55354 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301364.6891209 Edm = 59.4375 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 301293.6450645 Edm = 9.89527 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299925.5442026 Edm = 679.677 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298820.8278168 Edm = 1175.27 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298232.5609678 Edm = 33.6768 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298177.5060424 Edm = 2.43461 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298175.3323482 Edm = 0.653444 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297838.9889846 Edm = 108.962 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297642.2966379 Edm = 1.59003 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297640.9608074 Edm = 0.162571 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297640.3250785 Edm = 0.535185 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297490.5939734 Edm = 29.7574 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297389.3796329 Edm = 28.258 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297357.7540964 Edm = 5.78565 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297343.4614841 Edm = 3.40422 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297340.4906683 Edm = 0.141657 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297340.2765329 Edm = 0.0186828 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297339.9986639 Edm = 0.245121 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297315.884316 Edm = 7.20142 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297305.2124023 Edm = 0.140273 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297305.0513937 Edm = 0.0233078 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297304.5902156 Edm = 0.495299 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297291.1365722 Edm = 10.5597 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297235.8605568 Edm = 8.78619 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297224.4132559 Edm = 9.52083 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297207.38791 Edm = 3.40764 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297202.4114432 Edm = 0.484982 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297202.0575174 Edm = 0.0460381 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297201.9989615 Edm = 0.00986837 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297201.8752944 Edm = 0.170469 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297200.420546 Edm = 1.50419 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297192.1375552 Edm = 6.15745 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297161.6629059 Edm = 4.201 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297154.5365285 Edm = 0.428597 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297153.8252219 Edm = 0.08457 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297153.7114925 Edm = 0.0297323 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297153.6770548 Edm = 0.00151745 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297153.6734466 Edm = 0.0016974 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297153.6233313 Edm = 0.0409136 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297149.2270851 Edm = 2.3103 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297141.8641492 Edm = 0.799033 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297140.825243 Edm = 1.01584 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297139.2796113 Edm = 0.226523 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297139.053964 Edm = 0.0596209 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297139.0007218 Edm = 0.00483833 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297138.9945354 Edm = 0.00284341 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297138.9921342 Edm = 0.00152008 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297138.9868814 Edm = 0.00363748 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297138.8052181 Edm = 0.163637 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297135.2386718 Edm = 3.80086 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297132.7560604 Edm = 7.38439 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297131.9026002 Edm = 0.638884 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297129.9830346 Edm = 0.0783751 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297129.938357 Edm = 0.00681557 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297129.9320301 Edm = 0.000589387 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297129.9308224 Edm = 0.000648334 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297129.9194322 Edm = 0.0129384 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297129.38094 Edm = 0.465257 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297127.505732 Edm = 0.301891 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297127.1752281 Edm = 0.0975056 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297127.0533175 Edm = 0.0627206 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297126.9476728 Edm = 0.014758 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297126.9291638 Edm = 0.00270861 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297126.9269589 Edm = 0.000405195 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297126.9260026 Edm = 0.000484484 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297126.9170274 Edm = 0.00888002 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297126.4644242 Edm = 0.371669 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297122.995716 Edm = 0.539107 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297122.5529018 Edm = 0.0308122 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297122.5287915 Edm = 0.00208616 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297122.5273017 Edm = 7.59434e-05 NCalls = 238 -VariableMetric: After Hessian - FCN = 297122.5273017 Edm = 2.89458 NCalls = 717 -VariableMetric: Iteration # 73 - FCN = 297122.5273017 Edm = 2.89458 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297119.0319459 Edm = 19.9573 NCalls = 720 -VariableMetric: Iteration # 75 - FCN = 297117.3156378 Edm = 1.33315 NCalls = 723 -VariableMetric: Iteration # 76 - FCN = 297116.5411735 Edm = 0.389748 NCalls = 725 -VariableMetric: Iteration # 77 - FCN = 297116.2860637 Edm = 0.273598 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297116.0653996 Edm = 0.0499761 NCalls = 730 -VariableMetric: Iteration # 79 - FCN = 297116.013515 Edm = 0.00888198 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297115.9916325 Edm = 0.00632419 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297115.9773442 Edm = 0.00713361 NCalls = 736 -VariableMetric: Iteration # 82 - FCN = 297115.9580722 Edm = 0.0178474 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297115.9000427 Edm = 0.0347621 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297115.8349385 Edm = 0.0399507 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297115.7800978 Edm = 0.060273 NCalls = 749 -VariableMetric: Iteration # 86 - FCN = 297115.7528879 Edm = 0.0191892 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297115.7159096 Edm = 0.00427274 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297115.7081967 Edm = 0.00197435 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297115.7055851 Edm = 0.000978955 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297115.7044417 Edm = 0.000112804 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297115.7043292 Edm = 4.00482e-06 NCalls = 762 -VariableMetric: After Hessian - FCN = 297115.7043292 Edm = 6.49881e-06 NCalls = 1263 -VariableMetric: Iteration # 92 - FCN = 297115.7043292 Edm = 6.49881e-06 NCalls = 1263 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335741.3825464 Edm = 840.909 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335741.3825464 Edm = 840.909 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311918.9587877 Edm = 17.0968 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307664.4795837 Edm = 168.837 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 307625.52841 Edm = 1355.9 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 307581.210866 Edm = 9.88802 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 304763.0902715 Edm = 4973.53 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 304717.3835597 Edm = 8.94194 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 303403.4250452 Edm = 958.144 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 297876.5968799 Edm = 8.64475 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 297762.2740809 Edm = 74.6205 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 297711.48734 Edm = 10.604 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 297703.5992712 Edm = 0.187651 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297702.7188502 Edm = 0.830747 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297655.4732343 Edm = 34.0871 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297438.4268838 Edm = 9.58271 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297426.2506421 Edm = 0.106445 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297426.0686057 Edm = 0.0886379 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297414.9919967 Edm = 7.03864 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297394.9744886 Edm = 1.18307 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297394.0758897 Edm = 0.0136936 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297393.2102897 Edm = 0.904868 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297387.9350669 Edm = 4.73194 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297323.7973418 Edm = 2.70599 NCalls = 98 -VariableMetric: Iteration # 23 - FCN = 297320.3068165 Edm = 0.302666 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297320.01693 Edm = 0.0201135 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297319.9945706 Edm = 0.00799353 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297319.6551996 Edm = 0.319525 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297306.9577319 Edm = 3.36424 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297301.0410695 Edm = 0.728638 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297299.9307787 Edm = 0.109779 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297299.8216986 Edm = 0.0521279 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297299.7921185 Edm = 0.00431176 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297299.7726691 Edm = 0.012704 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297296.8759702 Edm = 2.36658 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297262.2067033 Edm = 2.5468 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297260.449455 Edm = 0.257193 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297260.219499 Edm = 0.0231568 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297260.1929087 Edm = 0.00226876 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297260.185086 Edm = 0.00519907 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297259.5367277 Edm = 0.616182 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297248.032319 Edm = 0.974974 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297246.6759071 Edm = 0.0562645 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297246.60923 Edm = 0.00278769 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297246.6057927 Edm = 0.00041406 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297246.6026036 Edm = 0.00229844 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297246.467707 Edm = 0.1313 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297243.9370196 Edm = 0.548211 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297243.1797031 Edm = 0.0201672 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297243.1592341 Edm = 0.000432759 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297243.1585192 Edm = 0.000216119 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297243.1369624 Edm = 0.0200369 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297241.8468956 Edm = 0.890436 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297240.1656428 Edm = 0.231997 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297239.9109871 Edm = 0.0131466 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297239.8973472 Edm = 0.000474961 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297239.896848 Edm = 6.82283e-05 NCalls = 191 -VariableMetric: After Hessian - FCN = 297239.896848 Edm = 4.87565 NCalls = 666 -VariableMetric: Iteration # 56 - FCN = 297239.896848 Edm = 4.87565 NCalls = 666 -VariableMetric: Iteration # 57 - FCN = 297239.3776205 Edm = 6.37277 NCalls = 668 -VariableMetric: Iteration # 58 - FCN = 297237.3647673 Edm = 40.5177 NCalls = 676 -VariableMetric: Iteration # 59 - FCN = 297233.832886 Edm = 0.588532 NCalls = 680 -VariableMetric: Iteration # 60 - FCN = 297233.5952083 Edm = 7.72071 NCalls = 682 -VariableMetric: Iteration # 61 - FCN = 297233.432554 Edm = 0.655267 NCalls = 685 -VariableMetric: Iteration # 62 - FCN = 297232.2754122 Edm = 2.33944 NCalls = 692 -VariableMetric: Iteration # 63 - FCN = 297231.4261492 Edm = 5.6499 NCalls = 697 -VariableMetric: Iteration # 64 - FCN = 297228.3231495 Edm = 10.1516 NCalls = 701 -VariableMetric: Iteration # 65 - FCN = 297227.9797504 Edm = 0.382157 NCalls = 703 -VariableMetric: Iteration # 66 - FCN = 297227.6474507 Edm = 1.39209 NCalls = 705 -VariableMetric: Iteration # 67 - FCN = 297226.3248017 Edm = 3.01919 NCalls = 708 -VariableMetric: Iteration # 68 - FCN = 297223.2127647 Edm = 5.8234 NCalls = 712 -VariableMetric: Iteration # 69 - FCN = 297214.5583381 Edm = 13.2312 NCalls = 717 -VariableMetric: Iteration # 70 - FCN = 297206.4000181 Edm = 10.8247 NCalls = 721 -VariableMetric: Iteration # 71 - FCN = 297194.0156728 Edm = 21.5582 NCalls = 726 -VariableMetric: Iteration # 72 - FCN = 297192.9499185 Edm = 2.33758 NCalls = 729 -VariableMetric: Iteration # 73 - FCN = 297192.2128553 Edm = 14.0797 NCalls = 732 -VariableMetric: Iteration # 74 - FCN = 297189.3032648 Edm = 4.78249 NCalls = 735 -VariableMetric: Iteration # 75 - FCN = 297182.8200998 Edm = 7.96112 NCalls = 740 -VariableMetric: Iteration # 76 - FCN = 297179.086038 Edm = 4.1257 NCalls = 743 -VariableMetric: Iteration # 77 - FCN = 297177.1386906 Edm = 1.92212 NCalls = 746 -VariableMetric: Iteration # 78 - FCN = 297175.5540438 Edm = 0.700211 NCalls = 749 -VariableMetric: Iteration # 79 - FCN = 297174.4876143 Edm = 0.515817 NCalls = 751 -VariableMetric: Iteration # 80 - FCN = 297173.861153 Edm = 0.687519 NCalls = 753 -VariableMetric: Iteration # 81 - FCN = 297172.8975937 Edm = 0.921102 NCalls = 755 -VariableMetric: Iteration # 82 - FCN = 297172.4944837 Edm = 0.283344 NCalls = 757 -VariableMetric: Iteration # 83 - FCN = 297172.0798157 Edm = 0.235401 NCalls = 759 -VariableMetric: Iteration # 84 - FCN = 297171.8648888 Edm = 0.454117 NCalls = 762 -VariableMetric: Iteration # 85 - FCN = 297171.6512813 Edm = 0.24926 NCalls = 764 -VariableMetric: Iteration # 86 - FCN = 297171.4157497 Edm = 0.0794856 NCalls = 767 -VariableMetric: Iteration # 87 - FCN = 297171.3364242 Edm = 0.0357448 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297171.2926609 Edm = 0.012003 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297171.2754091 Edm = 0.00928395 NCalls = 772 -VariableMetric: Iteration # 90 - FCN = 297171.261594 Edm = 0.00761413 NCalls = 774 -VariableMetric: Iteration # 91 - FCN = 297171.2534871 Edm = 0.00801041 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297171.244281 Edm = 0.0067094 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 297171.2313535 Edm = 0.00749344 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297171.219291 Edm = 0.00305375 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297171.2135616 Edm = 0.00254353 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297171.209995 Edm = 0.00275222 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297171.2045163 Edm = 0.00279608 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297171.1982509 Edm = 0.00462374 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297171.1833557 Edm = 0.0170801 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297171.0027019 Edm = 0.12968 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297171.0003572 Edm = 0.0544679 NCalls = 806 -VariableMetric: Iteration # 102 - FCN = 297170.8927521 Edm = 0.0722945 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297170.7858584 Edm = 0.081827 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297170.7392744 Edm = 0.0089857 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297170.7325791 Edm = 0.00151436 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297170.730307 Edm = 0.00101887 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297170.7241981 Edm = 0.00474907 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297170.7067046 Edm = 0.0132921 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297170.6466599 Edm = 0.0458917 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297170.4566827 Edm = 0.0307026 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 297170.4322446 Edm = 0.00611607 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297170.4258541 Edm = 0.0014108 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297170.4228079 Edm = 0.00037487 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297170.4220865 Edm = 0.000127829 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297170.4216985 Edm = 4.45971e-05 NCalls = 843 -VariableMetric: After Hessian - FCN = 297170.4216985 Edm = 6.91455e-05 NCalls = 1324 -VariableMetric: Iteration # 116 - FCN = 297170.4216985 Edm = 6.91455e-05 NCalls = 1324 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346137.0353399 Edm = 272.165 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346137.0353399 Edm = 272.165 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308177.6189099 Edm = 53.0264 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307764.2535139 Edm = 197.066 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 307606.3885648 Edm = 98.4177 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299427.3529652 Edm = 165.202 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299353.3855896 Edm = 497.027 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298523.9506292 Edm = 172.466 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298388.6089406 Edm = 71.182 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298209.304571 Edm = 21.2687 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298146.6968665 Edm = 15.4548 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298069.237483 Edm = 12.5508 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298043.8786134 Edm = 3.62097 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297952.6293444 Edm = 41.1425 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297927.5967051 Edm = 44.9266 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297886.9500578 Edm = 12.603 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297864.2956029 Edm = 26.9362 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297810.4656681 Edm = 86.9508 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297794.1955892 Edm = 8.02938 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297751.4124633 Edm = 3.30739 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297750.0179821 Edm = 1.79471 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297747.3894353 Edm = 0.22396 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297747.1762471 Edm = 0.063049 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297747.0203497 Edm = 0.106691 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297741.3356764 Edm = 7.60759 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297740.0705027 Edm = 1.33195 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297729.1554858 Edm = 10.6412 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297729.0086662 Edm = 0.113359 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297728.2331333 Edm = 0.309766 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297726.1127113 Edm = 1.31199 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297681.5638248 Edm = 18.1378 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297665.3637234 Edm = 2.7531 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297664.8656907 Edm = 0.808881 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297664.2780999 Edm = 0.126669 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297661.8355347 Edm = 2.47888 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297590.4527218 Edm = 33.6905 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297530.2182545 Edm = 0.606876 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297529.3294793 Edm = 0.172423 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297528.4104374 Edm = 0.247658 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297526.9965467 Edm = 0.467289 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297524.4147565 Edm = 1.36053 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297523.3285631 Edm = 2.38489 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297520.5784587 Edm = 0.946107 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297518.9750724 Edm = 3.19151 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297516.1616899 Edm = 0.828862 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297514.9830601 Edm = 2.53049 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297508.0886151 Edm = 4.77933 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297506.1540802 Edm = 1.75123 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297503.4785922 Edm = 1.14058 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297502.2443428 Edm = 8.7922 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297500.6480697 Edm = 1.74783 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297499.0712731 Edm = 1.38579 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297487.6251169 Edm = 10.7045 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297485.4446594 Edm = 2.30384 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297477.1908464 Edm = 3.53672 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297473.588013 Edm = 8.86903 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297465.8365778 Edm = 8.83539 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297458.6187057 Edm = 6.06817 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297447.7824051 Edm = 4.35898 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297442.7675553 Edm = 12.8665 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297438.5007493 Edm = 1.71678 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297437.1649134 Edm = 0.385996 NCalls = 220 -VariableMetric: Iteration # 61 - FCN = 297436.9927852 Edm = 0.0195196 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297436.9777371 Edm = 0.00364018 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297436.9399462 Edm = 0.0414777 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297436.0517332 Edm = 0.794585 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297425.698425 Edm = 1.76623 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297423.590643 Edm = 0.147775 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297423.3573473 Edm = 0.0185647 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297423.3305151 Edm = 0.00260477 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297423.3233948 Edm = 0.0044689 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297423.068963 Edm = 0.111168 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297422.3846265 Edm = 0.638752 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297415.0067868 Edm = 4.28006 NCalls = 261 -VariableMetric: Iteration # 73 - FCN = 297406.1032796 Edm = 2.85924 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297401.880008 Edm = 2.07326 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297400.7494317 Edm = 0.35858 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297395.7670262 Edm = 3.55419 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297395.4392343 Edm = 0.275437 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297394.9929271 Edm = 0.405195 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297393.9569207 Edm = 0.466318 NCalls = 279 -VariableMetric: Iteration # 80 - FCN = 297393.2967786 Edm = 0.477297 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297392.3427827 Edm = 0.894818 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297391.4018525 Edm = 1.08932 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297390.81518 Edm = 0.166867 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297390.6196546 Edm = 0.0239161 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297390.6015474 Edm = 0.00368263 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297390.5354327 Edm = 0.0546603 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297389.09947 Edm = 1.09493 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297355.59956 Edm = 31.6251 NCalls = 306 -VariableMetric: Iteration # 89 - FCN = 297353.3375001 Edm = 4.04508 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297342.9276006 Edm = 9.03867 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297324.3895725 Edm = 8.09178 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297316.0511736 Edm = 2.7334 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297309.0831704 Edm = 2.0811 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297305.7268571 Edm = 0.239047 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297305.5143074 Edm = 0.0360568 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297305.4816844 Edm = 0.0048807 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297305.4754037 Edm = 0.00258528 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297305.4702435 Edm = 0.00178478 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297305.4337242 Edm = 0.0336962 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297304.1558387 Edm = 1.27772 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297289.8882719 Edm = 0.988509 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297289.1278453 Edm = 0.10141 NCalls = 344 -VariableMetric: Iteration # 103 - FCN = 297289.0371385 Edm = 0.00329893 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297289.0323211 Edm = 0.00097072 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297289.0175641 Edm = 0.014544 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297288.8330558 Edm = 0.197856 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297288.7709774 Edm = 0.0611547 NCalls = 361 -VariableMetric: Iteration # 108 - FCN = 297288.1418834 Edm = 0.602276 NCalls = 368 -VariableMetric: Iteration # 109 - FCN = 297274.2904994 Edm = 2.05474 NCalls = 372 -VariableMetric: Iteration # 110 - FCN = 297272.0315158 Edm = 0.404489 NCalls = 374 -VariableMetric: Iteration # 111 - FCN = 297271.5297716 Edm = 0.0793174 NCalls = 377 -VariableMetric: Iteration # 112 - FCN = 297271.4447771 Edm = 0.00815257 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297271.4384007 Edm = 0.000852123 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297271.4371614 Edm = 0.000617848 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297271.4354654 Edm = 0.00126888 NCalls = 385 -VariableMetric: Iteration # 116 - FCN = 297271.41296 Edm = 0.0239811 NCalls = 389 -VariableMetric: Iteration # 117 - FCN = 297269.8999027 Edm = 0.65407 NCalls = 396 -VariableMetric: Iteration # 118 - FCN = 297265.6160336 Edm = 1.29383 NCalls = 399 -VariableMetric: Iteration # 119 - FCN = 297263.8257551 Edm = 0.327343 NCalls = 401 -VariableMetric: Iteration # 120 - FCN = 297263.5749921 Edm = 0.0655728 NCalls = 403 -VariableMetric: Iteration # 121 - FCN = 297263.517581 Edm = 0.00373639 NCalls = 405 -VariableMetric: Iteration # 122 - FCN = 297263.5108894 Edm = 0.0015412 NCalls = 407 -VariableMetric: Iteration # 123 - FCN = 297263.5082583 Edm = 0.000472123 NCalls = 409 -VariableMetric: Iteration # 124 - FCN = 297263.5075357 Edm = 0.000212115 NCalls = 411 -VariableMetric: Iteration # 125 - FCN = 297263.5070805 Edm = 0.000215532 NCalls = 413 -VariableMetric: Iteration # 126 - FCN = 297263.5048319 Edm = 0.00201061 NCalls = 416 -VariableMetric: Iteration # 127 - FCN = 297263.1746428 Edm = 0.240226 NCalls = 422 -VariableMetric: Iteration # 128 - FCN = 297261.6707538 Edm = 1.37363 NCalls = 426 -VariableMetric: Iteration # 129 - FCN = 297260.8500441 Edm = 0.263191 NCalls = 428 -VariableMetric: Iteration # 130 - FCN = 297260.5557114 Edm = 0.0184583 NCalls = 430 -VariableMetric: Iteration # 131 - FCN = 297260.5374709 Edm = 0.00226928 NCalls = 431 -VariableMetric: Iteration # 132 - FCN = 297260.5351296 Edm = 0.000460853 NCalls = 433 -VariableMetric: Iteration # 133 - FCN = 297260.5341639 Edm = 0.00023438 NCalls = 435 -VariableMetric: Iteration # 134 - FCN = 297260.5337979 Edm = 8.42282e-05 NCalls = 437 -VariableMetric: Iteration # 135 - FCN = 297260.5334818 Edm = 0.000296308 NCalls = 439 -VariableMetric: Iteration # 136 - FCN = 297260.5232745 Edm = 0.0107234 NCalls = 445 -VariableMetric: Iteration # 137 - FCN = 297260.4159122 Edm = 0.0263759 NCalls = 452 -VariableMetric: Iteration # 138 - FCN = 297260.3398633 Edm = 0.00112592 NCalls = 453 -VariableMetric: Iteration # 139 - FCN = 297260.338745 Edm = 0.00010509 NCalls = 454 -VariableMetric: Iteration # 140 - FCN = 297260.3384097 Edm = 0.00016452 NCalls = 456 -VariableMetric: Iteration # 141 - FCN = 297260.3358377 Edm = 0.00226697 NCalls = 459 -VariableMetric: Iteration # 142 - FCN = 297260.1302505 Edm = 0.203781 NCalls = 464 -VariableMetric: Iteration # 143 - FCN = 297258.1610262 Edm = 0.19689 NCalls = 468 -VariableMetric: Iteration # 144 - FCN = 297257.992422 Edm = 0.118061 NCalls = 470 -VariableMetric: Iteration # 145 - FCN = 297257.8856479 Edm = 0.0320871 NCalls = 472 -VariableMetric: Iteration # 146 - FCN = 297257.8249144 Edm = 0.0300902 NCalls = 475 -VariableMetric: Iteration # 147 - FCN = 297257.7427982 Edm = 0.0370814 NCalls = 478 -VariableMetric: Iteration # 148 - FCN = 297257.7277277 Edm = 0.0172507 NCalls = 480 -VariableMetric: Iteration # 149 - FCN = 297257.7023967 Edm = 0.0105518 NCalls = 482 -VariableMetric: Iteration # 150 - FCN = 297257.6871161 Edm = 0.0109665 NCalls = 484 -VariableMetric: Iteration # 151 - FCN = 297257.672226 Edm = 0.00263445 NCalls = 487 -VariableMetric: Iteration # 152 - FCN = 297257.6674412 Edm = 0.00160896 NCalls = 489 -VariableMetric: Iteration # 153 - FCN = 297257.6662274 Edm = 0.000508625 NCalls = 491 -VariableMetric: Iteration # 154 - FCN = 297257.665573 Edm = 7.98773e-05 NCalls = 493 -VariableMetric: Iteration # 155 - FCN = 297257.665446 Edm = 2.27235e-05 NCalls = 495 -VariableMetric: After Hessian - FCN = 297257.665446 Edm = 237.657 NCalls = 984 -VariableMetric: Iteration # 156 - FCN = 297257.665446 Edm = 237.657 NCalls = 984 -VariableMetric: Iteration # 157 - FCN = 297253.1388201 Edm = 15.0489 NCalls = 992 -VariableMetric: Iteration # 158 - FCN = 297252.9378478 Edm = 7.45739 NCalls = 994 -VariableMetric: Iteration # 159 - FCN = 297251.7430507 Edm = 0.57335 NCalls = 996 -VariableMetric: Iteration # 160 - FCN = 297250.7099738 Edm = 0.201637 NCalls = 998 -VariableMetric: Iteration # 161 - FCN = 297250.6162454 Edm = 0.320726 NCalls = 1000 -VariableMetric: Iteration # 162 - FCN = 297250.4362943 Edm = 0.062507 NCalls = 1003 -VariableMetric: Iteration # 163 - FCN = 297250.3262205 Edm = 0.032576 NCalls = 1005 -VariableMetric: Iteration # 164 - FCN = 297250.2654694 Edm = 0.0182437 NCalls = 1007 -VariableMetric: Iteration # 165 - FCN = 297250.2394817 Edm = 0.0105116 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297250.2022225 Edm = 0.0165104 NCalls = 1012 -VariableMetric: Iteration # 167 - FCN = 297250.1635086 Edm = 0.014788 NCalls = 1014 -VariableMetric: Iteration # 168 - FCN = 297250.1250841 Edm = 0.0193514 NCalls = 1017 -VariableMetric: Iteration # 169 - FCN = 297250.0959162 Edm = 0.0214276 NCalls = 1020 -VariableMetric: Iteration # 170 - FCN = 297250.06151 Edm = 0.0217502 NCalls = 1023 -VariableMetric: Iteration # 171 - FCN = 297250.0247744 Edm = 0.0128145 NCalls = 1025 -VariableMetric: Iteration # 172 - FCN = 297250.0030834 Edm = 0.0129454 NCalls = 1028 -VariableMetric: Iteration # 173 - FCN = 297249.9829766 Edm = 0.0105804 NCalls = 1031 -VariableMetric: Iteration # 174 - FCN = 297249.9698516 Edm = 0.0121919 NCalls = 1034 -VariableMetric: Iteration # 175 - FCN = 297249.9398575 Edm = 0.0171535 NCalls = 1037 -VariableMetric: Iteration # 176 - FCN = 297249.9208593 Edm = 0.0713156 NCalls = 1038 -VariableMetric: Iteration # 177 - FCN = 297249.8861159 Edm = 0.0200872 NCalls = 1040 -VariableMetric: Iteration # 178 - FCN = 297249.8458015 Edm = 0.0201569 NCalls = 1044 -VariableMetric: Iteration # 179 - FCN = 297249.8201137 Edm = 0.0112799 NCalls = 1046 -VariableMetric: Iteration # 180 - FCN = 297249.809723 Edm = 0.00327302 NCalls = 1048 -VariableMetric: Iteration # 181 - FCN = 297249.8052215 Edm = 0.00375051 NCalls = 1050 -VariableMetric: Iteration # 182 - FCN = 297249.8016194 Edm = 0.00224728 NCalls = 1053 -VariableMetric: Iteration # 183 - FCN = 297249.7961546 Edm = 0.00203106 NCalls = 1056 -VariableMetric: Iteration # 184 - FCN = 297249.7865538 Edm = 0.00381798 NCalls = 1059 -VariableMetric: Iteration # 185 - FCN = 297249.7778415 Edm = 0.00413762 NCalls = 1061 -VariableMetric: Iteration # 186 - FCN = 297249.7678145 Edm = 0.00454768 NCalls = 1064 -VariableMetric: Iteration # 187 - FCN = 297249.7562136 Edm = 0.00486454 NCalls = 1066 -VariableMetric: Iteration # 188 - FCN = 297249.7391724 Edm = 0.00550262 NCalls = 1069 -VariableMetric: Iteration # 189 - FCN = 297249.7217678 Edm = 0.0055979 NCalls = 1072 -VariableMetric: Iteration # 190 - FCN = 297249.7163529 Edm = 0.00261507 NCalls = 1073 -VariableMetric: Iteration # 191 - FCN = 297249.7127799 Edm = 0.000594153 NCalls = 1076 -VariableMetric: Iteration # 192 - FCN = 297249.7115119 Edm = 0.000203785 NCalls = 1078 -VariableMetric: Iteration # 193 - FCN = 297249.7111118 Edm = 0.000121348 NCalls = 1080 -VariableMetric: Iteration # 194 - FCN = 297249.7109256 Edm = 5.64795e-05 NCalls = 1082 -VariableMetric: After Hessian - FCN = 297249.7109256 Edm = 0.000460442 NCalls = 1579 -VariableMetric: Iteration # 195 - FCN = 297249.7109256 Edm = 0.000460442 NCalls = 1579 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 359393.5903041 Edm = 1377.29 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 359393.5903041 Edm = 1377.29 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306335.2415868 Edm = 17.815 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305766.5707069 Edm = 232.663 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 305718.9836756 Edm = 141.646 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 305670.117657 Edm = 12.3569 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 304968.3141165 Edm = 1217.1 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 304818.2156919 Edm = 277.768 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 303709.6820095 Edm = 376.392 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298207.1528526 Edm = 286.2 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 297853.368832 Edm = 88.7941 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 297829.5204507 Edm = 1.95313 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 297828.3755349 Edm = 0.107652 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297828.1106931 Edm = 0.0626893 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297813.5043358 Edm = 12.9826 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297609.2545746 Edm = 32.8932 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297557.0954206 Edm = 2.50227 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297554.4792558 Edm = 0.059913 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297554.3395461 Edm = 0.109521 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297538.1659555 Edm = 7.02099 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297522.9262029 Edm = 0.125487 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297522.6748571 Edm = 0.0315216 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297522.4483642 Edm = 0.127635 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297514.076899 Edm = 6.37186 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297495.3761265 Edm = 28.9429 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297476.4853564 Edm = 7.74612 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297470.4261026 Edm = 1.0033 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297469.4345905 Edm = 0.39945 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297465.6585047 Edm = 1.71488 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297463.6874754 Edm = 0.926476 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297462.7157455 Edm = 0.218167 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297462.384623 Edm = 0.154093 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297462.2839213 Edm = 0.00990246 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297462.2675953 Edm = 0.00737759 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297462.1526287 Edm = 0.106633 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297457.2056564 Edm = 1.98958 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297455.1440814 Edm = 0.177264 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297454.9886301 Edm = 0.0107109 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297454.9733527 Edm = 0.0124826 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297454.3960192 Edm = 0.39712 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297451.2710423 Edm = 2.48877 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297441.8543933 Edm = 7.44737 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297422.1887282 Edm = 2.85056 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297418.9984511 Edm = 0.147174 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297418.8593339 Edm = 0.0113159 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297418.8444102 Edm = 0.00211219 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297418.8361103 Edm = 0.00518287 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297418.3026047 Edm = 0.511017 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297409.6341954 Edm = 0.187791 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297409.4656676 Edm = 0.0109302 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297409.4565295 Edm = 0.00061125 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297409.4551422 Edm = 0.000883305 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297409.3908164 Edm = 0.0603083 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297404.5445691 Edm = 1.75006 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297402.4535499 Edm = 0.183634 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297402.287254 Edm = 0.00626582 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297402.2833618 Edm = 0.000839983 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297402.2825702 Edm = 0.000236994 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297402.2797228 Edm = 0.00270598 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297402.1503002 Edm = 0.0916722 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297401.1272425 Edm = 0.65879 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297399.7372215 Edm = 3.07052 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297398.1167321 Edm = 1.97847 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297395.2758081 Edm = 1.87993 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297394.6520774 Edm = 0.147371 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297394.5379537 Edm = 0.105096 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297394.4561684 Edm = 0.0383032 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297394.4161672 Edm = 0.00795937 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297394.4092877 Edm = 0.00012809 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297394.4089827 Edm = 0.00019704 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297394.3946005 Edm = 0.0146644 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297394.3838515 Edm = 0.00986879 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297393.2349736 Edm = 0.182992 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297392.9973256 Edm = 0.00673458 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297392.9925702 Edm = 0.000226202 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297392.9923258 Edm = 1.83456e-05 NCalls = 257 -VariableMetric: After Hessian - FCN = 297392.9923258 Edm = 7.02234 NCalls = 740 -VariableMetric: Iteration # 75 - FCN = 297392.9923258 Edm = 7.02234 NCalls = 740 -VariableMetric: Iteration # 76 - FCN = 297391.2753515 Edm = 1.69283 NCalls = 742 -VariableMetric: Iteration # 77 - FCN = 297391.1559702 Edm = 0.736347 NCalls = 744 -VariableMetric: Iteration # 78 - FCN = 297390.7504011 Edm = 0.231297 NCalls = 746 -VariableMetric: Iteration # 79 - FCN = 297390.6361012 Edm = 0.142414 NCalls = 748 -VariableMetric: Iteration # 80 - FCN = 297390.5371635 Edm = 0.0316312 NCalls = 750 -VariableMetric: Iteration # 81 - FCN = 297390.5024418 Edm = 0.0649346 NCalls = 752 -VariableMetric: Iteration # 82 - FCN = 297390.4523226 Edm = 0.0408212 NCalls = 755 -VariableMetric: Iteration # 83 - FCN = 297390.4066493 Edm = 0.0438952 NCalls = 758 -VariableMetric: Iteration # 84 - FCN = 297390.3679992 Edm = 0.0333469 NCalls = 761 -VariableMetric: Iteration # 85 - FCN = 297390.3393318 Edm = 0.0274655 NCalls = 764 -VariableMetric: Iteration # 86 - FCN = 297390.3106316 Edm = 0.0179363 NCalls = 766 -VariableMetric: Iteration # 87 - FCN = 297390.2923004 Edm = 0.00467058 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297390.2874503 Edm = 0.00327477 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297390.2848209 Edm = 0.00176165 NCalls = 772 -VariableMetric: Iteration # 90 - FCN = 297390.277147 Edm = 0.00331236 NCalls = 777 -VariableMetric: Iteration # 91 - FCN = 297390.2740809 Edm = 0.00359858 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297390.2683952 Edm = 0.00185985 NCalls = 782 -VariableMetric: Iteration # 93 - FCN = 297390.2643248 Edm = 0.00102581 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297390.2637046 Edm = 0.000276781 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297390.2626473 Edm = 0.00095288 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297390.2612567 Edm = 0.00533686 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297390.2595614 Edm = 0.00198977 NCalls = 797 -VariableMetric: Iteration # 98 - FCN = 297390.2591362 Edm = 0.00144906 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297390.2576279 Edm = 0.000949771 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297390.2552261 Edm = 0.00129678 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297390.2517714 Edm = 0.00448181 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297390.2485477 Edm = 0.00728329 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297390.2393693 Edm = 0.0045241 NCalls = 816 -VariableMetric: Iteration # 104 - FCN = 297390.2341728 Edm = 0.00534919 NCalls = 819 -VariableMetric: Iteration # 105 - FCN = 297390.2321748 Edm = 0.0028713 NCalls = 821 -VariableMetric: Iteration # 106 - FCN = 297390.2284499 Edm = 0.00185332 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297390.2233505 Edm = 0.003525 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297390.2194941 Edm = 0.0109734 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297390.2143052 Edm = 0.00433919 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297390.2072029 Edm = 0.00109667 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297390.206169 Edm = 0.00138775 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297390.2053941 Edm = 0.000454903 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297390.2033745 Edm = 0.000505148 NCalls = 842 -VariableMetric: Iteration # 114 - FCN = 297390.2024752 Edm = 4.6512e-05 NCalls = 844 -VariableMetric: After Hessian - FCN = 297390.2024752 Edm = 0.000210842 NCalls = 1331 -VariableMetric: Iteration # 115 - FCN = 297390.2024752 Edm = 0.000210842 NCalls = 1331 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308261.8762718 Edm = 26.0724 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308261.8762718 Edm = 26.0724 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299760.6749992 Edm = 0.958161 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299742.2372491 Edm = 1.15673 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298682.5696377 Edm = 250.112 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 298157.9347611 Edm = 608.318 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 297895.1839523 Edm = 440.645 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297549.1981349 Edm = 9.55636 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 297538.741969 Edm = 0.473193 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297538.3501387 Edm = 0.393658 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297500.0248182 Edm = 24.9439 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297438.3341741 Edm = 0.246214 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297437.8101354 Edm = 0.0421361 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297437.042245 Edm = 0.751063 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297406.6219302 Edm = 16.3276 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297339.4662101 Edm = 8.10354 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297333.8089261 Edm = 2.18226 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297331.7789128 Edm = 0.175249 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297331.5786763 Edm = 0.00700134 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297331.3101309 Edm = 0.261672 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297318.7508851 Edm = 0.313161 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297272.2566532 Edm = 2.67259 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297268.3933414 Edm = 1.24647 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297267.126767 Edm = 0.0985855 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297267.0148112 Edm = 0.00605633 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297267.003023 Edm = 0.00480777 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297266.3410596 Edm = 0.690177 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297266.1838186 Edm = 0.154103 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297258.0331988 Edm = 0.823836 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297234.6064162 Edm = 3.81727 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297228.1898017 Edm = 0.528194 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297227.6571323 Edm = 0.0310793 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297227.6284005 Edm = 0.000906405 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297227.6254441 Edm = 0.0020976 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297227.2981289 Edm = 0.338118 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297227.2571941 Edm = 0.0401739 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297225.2172301 Edm = 1.67658 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297212.8438907 Edm = 0.760868 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297211.5020187 Edm = 0.45886 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297211.1580984 Edm = 0.0987373 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297211.0675452 Edm = 0.00340242 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297211.0636061 Edm = 0.000450043 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297211.0599558 Edm = 0.00314042 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297210.7415432 Edm = 0.311563 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297201.7288319 Edm = 2.33067 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297198.8253724 Edm = 0.155194 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297198.7326666 Edm = 0.00548066 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297198.7278034 Edm = 0.000718899 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297198.7261323 Edm = 0.000973497 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297198.7190813 Edm = 0.00695001 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297198.2131783 Edm = 0.507175 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297196.7214974 Edm = 0.00740939 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297194.822864 Edm = 0.0976353 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297194.7604506 Edm = 0.0169776 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297194.7374868 Edm = 0.00309985 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297194.7338083 Edm = 0.000106928 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297194.7334847 Edm = 0.000235009 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297194.7186888 Edm = 0.0142928 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297193.9394455 Edm = 0.333009 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297193.2448308 Edm = 0.102165 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297193.0410323 Edm = 0.164183 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297192.9686942 Edm = 0.0504653 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297192.881975 Edm = 0.00871759 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297192.870306 Edm = 0.00179894 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297192.8686228 Edm = 0.000147843 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297192.8684504 Edm = 3.12933e-05 NCalls = 221 -VariableMetric: After Hessian - FCN = 297192.8684504 Edm = 1.32164 NCalls = 698 -VariableMetric: Iteration # 65 - FCN = 297192.8684504 Edm = 1.32164 NCalls = 698 -VariableMetric: Iteration # 66 - FCN = 297191.5788293 Edm = 6.33982 NCalls = 699 -VariableMetric: Iteration # 67 - FCN = 297190.6157457 Edm = 1.00833 NCalls = 702 -VariableMetric: Iteration # 68 - FCN = 297190.4885762 Edm = 0.708756 NCalls = 704 -VariableMetric: Iteration # 69 - FCN = 297190.0696894 Edm = 1.70634 NCalls = 708 -VariableMetric: Iteration # 70 - FCN = 297189.5528561 Edm = 1.58366 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297189.2989947 Edm = 1.10448 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297188.958271 Edm = 0.828719 NCalls = 716 -VariableMetric: Iteration # 73 - FCN = 297188.3712959 Edm = 1.40235 NCalls = 719 -VariableMetric: Iteration # 74 - FCN = 297187.7756883 Edm = 1.3931 NCalls = 722 -VariableMetric: Iteration # 75 - FCN = 297187.3677802 Edm = 1.04204 NCalls = 727 -VariableMetric: Iteration # 76 - FCN = 297186.9392213 Edm = 0.643475 NCalls = 730 -VariableMetric: Iteration # 77 - FCN = 297186.6071133 Edm = 0.492997 NCalls = 733 -VariableMetric: Iteration # 78 - FCN = 297185.2592059 Edm = 1.13533 NCalls = 738 -VariableMetric: Iteration # 79 - FCN = 297184.7777936 Edm = 1.02979 NCalls = 740 -VariableMetric: Iteration # 80 - FCN = 297184.1890183 Edm = 0.645457 NCalls = 742 -VariableMetric: Iteration # 81 - FCN = 297183.9175726 Edm = 0.431331 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297181.6504103 Edm = 8.74965 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297181.4479114 Edm = 0.93943 NCalls = 753 -VariableMetric: Iteration # 84 - FCN = 297180.8988508 Edm = 3.66684 NCalls = 756 -VariableMetric: Iteration # 85 - FCN = 297180.3403149 Edm = 2.1978 NCalls = 759 -VariableMetric: Iteration # 86 - FCN = 297178.9287705 Edm = 2.98681 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297177.2659705 Edm = 4.29614 NCalls = 767 -VariableMetric: Iteration # 88 - FCN = 297175.7393775 Edm = 3.07855 NCalls = 771 -VariableMetric: Iteration # 89 - FCN = 297173.6850537 Edm = 0.834498 NCalls = 775 -VariableMetric: Iteration # 90 - FCN = 297172.5752714 Edm = 0.307095 NCalls = 778 -VariableMetric: Iteration # 91 - FCN = 297172.4030879 Edm = 0.317246 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297172.0626989 Edm = 0.375372 NCalls = 782 -VariableMetric: Iteration # 93 - FCN = 297171.7959556 Edm = 0.487725 NCalls = 785 -VariableMetric: Iteration # 94 - FCN = 297171.4114387 Edm = 0.259235 NCalls = 788 -VariableMetric: Iteration # 95 - FCN = 297171.0596548 Edm = 0.160715 NCalls = 791 -VariableMetric: Iteration # 96 - FCN = 297170.8272628 Edm = 0.079861 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297170.674877 Edm = 0.0533821 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297170.6006651 Edm = 0.0271434 NCalls = 798 -VariableMetric: Iteration # 99 - FCN = 297170.5815319 Edm = 0.0187858 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297170.5624421 Edm = 0.0140804 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297170.543914 Edm = 0.0133829 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297170.5150889 Edm = 0.022921 NCalls = 806 -VariableMetric: Iteration # 103 - FCN = 297170.4460897 Edm = 0.0601621 NCalls = 811 -VariableMetric: Iteration # 104 - FCN = 297170.323216 Edm = 0.117411 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297170.2420574 Edm = 0.130757 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297170.0904629 Edm = 0.041533 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297170.0407163 Edm = 0.021949 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297170.0296361 Edm = 0.00630038 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297170.0232747 Edm = 0.00167884 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297170.0184649 Edm = 0.0031581 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297170.0129648 Edm = 0.00376285 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297170.0066935 Edm = 0.00178434 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297170.0031215 Edm = 0.00119332 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297170.0003424 Edm = 0.00139361 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297169.9929876 Edm = 0.00764037 NCalls = 840 -VariableMetric: Iteration # 116 - FCN = 297169.97351 Edm = 0.0267478 NCalls = 843 -VariableMetric: Iteration # 117 - FCN = 297169.9645275 Edm = 0.00876497 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297169.9366152 Edm = 0.0278394 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297169.900636 Edm = 0.0589912 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297169.8728932 Edm = 0.0541562 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297169.860911 Edm = 0.0217389 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297169.803244 Edm = 0.0196253 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297169.7612054 Edm = 0.00625301 NCalls = 875 -VariableMetric: Iteration # 124 - FCN = 297169.7540537 Edm = 0.00262584 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297169.7520478 Edm = 0.00119229 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297169.7499271 Edm = 0.00118693 NCalls = 882 -VariableMetric: Iteration # 127 - FCN = 297169.7419808 Edm = 0.00749103 NCalls = 885 -VariableMetric: Iteration # 128 - FCN = 297169.7296697 Edm = 0.0188026 NCalls = 889 -VariableMetric: Iteration # 129 - FCN = 297169.7112357 Edm = 0.00838994 NCalls = 894 -VariableMetric: Iteration # 130 - FCN = 297169.697327 Edm = 0.00820433 NCalls = 897 -VariableMetric: Iteration # 131 - FCN = 297169.6922353 Edm = 0.00580775 NCalls = 899 -VariableMetric: Iteration # 132 - FCN = 297169.6866996 Edm = 0.00535794 NCalls = 902 -VariableMetric: Iteration # 133 - FCN = 297169.6825757 Edm = 0.002035 NCalls = 904 -VariableMetric: Iteration # 134 - FCN = 297169.6806938 Edm = 0.000850736 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297169.6798715 Edm = 0.000431065 NCalls = 908 -VariableMetric: Iteration # 136 - FCN = 297169.6791821 Edm = 0.000302291 NCalls = 911 -VariableMetric: Iteration # 137 - FCN = 297169.6785909 Edm = 0.000107651 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297169.678463 Edm = 1.58117e-05 NCalls = 915 -VariableMetric: After Hessian - FCN = 297169.678463 Edm = 0.00217647 NCalls = 1406 -VariableMetric: Iteration # 139 - FCN = 297169.678463 Edm = 0.00217647 NCalls = 1406 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335171.6694623 Edm = 991.186 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335171.6694623 Edm = 991.186 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303737.1316242 Edm = 17.6936 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302519.998219 Edm = 11.9327 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 302516.5180879 Edm = 3.29506 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 302290.1789535 Edm = 280.854 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 301025.8087665 Edm = 193.565 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 300577.8586265 Edm = 137.543 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 299765.6530042 Edm = 2061.23 NCalls = 48 -VariableMetric: Iteration # 8 - FCN = 299008.5114162 Edm = 673.334 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 298769.925219 Edm = 4.08717 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 298764.4154973 Edm = 0.139298 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 298764.0176504 Edm = 0.140101 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298514.3577912 Edm = 372.331 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 298504.7305336 Edm = 4.21064 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 298502.6015281 Edm = 0.409976 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298479.3858834 Edm = 17.3079 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 297669.0929196 Edm = 129.794 NCalls = 81 -VariableMetric: Iteration # 17 - FCN = 297593.1884088 Edm = 16.0806 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 297579.2432109 Edm = 1.70717 NCalls = 84 -VariableMetric: Iteration # 19 - FCN = 297577.2212791 Edm = 0.0442973 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297577.059791 Edm = 0.107358 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297543.7213808 Edm = 21.6192 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297490.3343327 Edm = 0.958984 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297489.5907173 Edm = 0.0113726 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297489.5631545 Edm = 0.0192358 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297480.1333402 Edm = 4.53337 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297440.4970588 Edm = 9.19432 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297427.2270061 Edm = 0.103167 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297427.1208362 Edm = 0.00475639 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297427.0912172 Edm = 0.0232739 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297424.2708541 Edm = 2.53148 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297391.6253017 Edm = 8.88923 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297383.8354814 Edm = 2.60787 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297380.7002306 Edm = 0.519292 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297380.4047257 Edm = 0.109458 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297380.3085505 Edm = 0.00808602 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297380.2672837 Edm = 0.0359775 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297379.2220922 Edm = 1.18988 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297378.972233 Edm = 0.222454 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297363.3785462 Edm = 2.3545 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297358.919003 Edm = 5.28431 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297357.069758 Edm = 0.551309 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297356.1445326 Edm = 0.0400353 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297356.095602 Edm = 0.00601891 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297356.079934 Edm = 0.00347158 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297356.074419 Edm = 0.00263405 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297355.868586 Edm = 0.138689 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297353.9934083 Edm = 0.715316 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297352.0055602 Edm = 0.0493982 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297351.9232985 Edm = 0.00317274 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297351.9193288 Edm = 0.00163171 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297351.9137266 Edm = 0.00303111 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297351.8994227 Edm = 0.00414037 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297351.8444047 Edm = 0.037602 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297350.7087392 Edm = 1.0628 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297350.1035165 Edm = 1.0632 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297349.0998043 Edm = 0.755957 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297346.3063254 Edm = 0.856685 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297345.8769583 Edm = 0.0435568 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297345.834201 Edm = 0.00547063 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297345.8279317 Edm = 0.00133259 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297345.8256785 Edm = 0.00134166 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297345.8219729 Edm = 0.00328222 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297345.6621568 Edm = 0.150081 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297342.0917375 Edm = 1.61492 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297338.9358308 Edm = 0.43564 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297338.2996959 Edm = 0.395879 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297338.0706543 Edm = 0.0920098 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297337.9601103 Edm = 0.0120621 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297337.9467821 Edm = 0.000554268 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297337.945781 Edm = 0.000209272 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297337.9447329 Edm = 0.00067373 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297337.8739893 Edm = 0.0741714 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297337.8660603 Edm = 0.00733647 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297337.2894276 Edm = 0.454893 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297331.1950279 Edm = 1.6533 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297329.2851613 Edm = 0.533131 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297328.805366 Edm = 0.0262072 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297328.76835 Edm = 0.00219682 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297328.7648775 Edm = 0.000303808 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297328.7644569 Edm = 0.000204092 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297328.7641107 Edm = 0.000489789 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297328.7600002 Edm = 0.0034009 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297328.7341128 Edm = 0.0124037 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297328.5109117 Edm = 0.212705 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297326.2120628 Edm = 1.29666 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297324.6638195 Edm = 0.153025 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297324.5339518 Edm = 0.00897218 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297324.5273746 Edm = 0.00104911 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297324.5260724 Edm = 0.000228553 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297324.5257247 Edm = 0.000218022 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297324.5228707 Edm = 0.00280955 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297324.4097392 Edm = 0.0974571 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297322.4881813 Edm = 0.844566 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297321.4971143 Edm = 0.164531 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297321.3720857 Edm = 0.0248618 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297321.3484493 Edm = 0.00329899 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297321.3453914 Edm = 0.000168642 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297321.3451796 Edm = 4.70781e-05 NCalls = 327 -VariableMetric: After Hessian - FCN = 297321.3451796 Edm = 1360.91 NCalls = 804 -VariableMetric: Iteration # 99 - FCN = 297321.3451796 Edm = 1360.91 NCalls = 804 -VariableMetric: Iteration # 100 - FCN = 297321.0864724 Edm = 1549.33 NCalls = 809 -VariableMetric: Iteration # 101 - FCN = 297321.0852411 Edm = 99.7551 NCalls = 814 -VariableMetric: Iteration # 102 - FCN = 297321.0522318 Edm = 621.029 NCalls = 818 -VariableMetric: Iteration # 103 - FCN = 297321.0232355 Edm = 1780.52 NCalls = 821 -VariableMetric: Iteration # 104 - FCN = 297320.9979359 Edm = 182.039 NCalls = 825 -VariableMetric: Iteration # 105 - FCN = 297320.9540503 Edm = 45.2761 NCalls = 829 -VariableMetric: Iteration # 106 - FCN = 297320.8721739 Edm = 46.7223 NCalls = 832 -VariableMetric: Iteration # 107 - FCN = 297320.8082498 Edm = 115.176 NCalls = 835 -VariableMetric: Iteration # 108 - FCN = 297320.6340003 Edm = 46.892 NCalls = 838 -VariableMetric: Iteration # 109 - FCN = 297320.4996796 Edm = 24.3454 NCalls = 841 -VariableMetric: Iteration # 110 - FCN = 297320.4348137 Edm = 32.9589 NCalls = 844 -VariableMetric: Iteration # 111 - FCN = 297320.3449505 Edm = 10.3946 NCalls = 847 -VariableMetric: Iteration # 112 - FCN = 297320.3275539 Edm = 16.1985 NCalls = 849 -VariableMetric: Iteration # 113 - FCN = 297320.2937304 Edm = 1.68438 NCalls = 852 -VariableMetric: Iteration # 114 - FCN = 297320.2366014 Edm = 1.66447 NCalls = 854 -VariableMetric: Iteration # 115 - FCN = 297320.1683132 Edm = 0.473459 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297320.130606 Edm = 0.636422 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297320.0764919 Edm = 0.541538 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297320.0265418 Edm = 0.179056 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297320.0006309 Edm = 0.0376497 NCalls = 864 -VariableMetric: Iteration # 120 - FCN = 297319.9985909 Edm = 0.0037079 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297319.997434 Edm = 0.00216938 NCalls = 868 -VariableMetric: Iteration # 122 - FCN = 297319.9969134 Edm = 0.0029517 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297319.9963582 Edm = 0.000491681 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297319.9962865 Edm = 7.89026e-05 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297319.9962629 Edm = 1.4104e-05 NCalls = 876 -VariableMetric: After Hessian - FCN = 297319.9962629 Edm = 1.2357e-05 NCalls = 1363 -VariableMetric: Iteration # 126 - FCN = 297319.9962629 Edm = 1.2357e-05 NCalls = 1363 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304393.1345587 Edm = 12.9125 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304393.1345587 Edm = 12.9125 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301688.1264465 Edm = 0.819475 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301687.0848367 Edm = 3.67015 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301538.083002 Edm = 86.4213 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301046.3283606 Edm = 48.0785 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300976.8444673 Edm = 69.74 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 299421.768486 Edm = 280.895 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299416.8762687 Edm = 63.4338 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 299181.5623405 Edm = 0.668395 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 299179.8186073 Edm = 0.712559 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 299146.3589061 Edm = 23.964 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298173.0455462 Edm = 286.406 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298020.1255623 Edm = 469.665 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297728.6116422 Edm = 9.01735 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297683.6966562 Edm = 7.4159 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297676.2770855 Edm = 0.274205 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297676.0060909 Edm = 0.0393501 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297675.6391551 Edm = 0.324314 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297590.1175634 Edm = 20.5999 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297568.5580121 Edm = 0.20424 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297568.3649668 Edm = 0.0161527 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297567.8831507 Edm = 0.471229 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297544.9015781 Edm = 3.45582 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297443.5888738 Edm = 18.1738 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297420.9434904 Edm = 3.20663 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297417.5898323 Edm = 0.385484 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297416.7666189 Edm = 0.31472 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297416.5275373 Edm = 0.0375326 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297416.4826246 Edm = 0.00754824 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297416.4325419 Edm = 0.0419674 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297388.8399658 Edm = 9.08472 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297363.0707931 Edm = 7.88098 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297338.6461283 Edm = 3.38316 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297332.356227 Edm = 0.328444 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297332.0354926 Edm = 0.0521207 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297332.0022517 Edm = 0.0109822 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297331.992731 Edm = 0.0041154 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297331.9831359 Edm = 0.00469456 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297331.6512892 Edm = 0.416079 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297328.1359916 Edm = 3.26299 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297318.3131109 Edm = 7.1406 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297313.9875396 Edm = 0.560931 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297313.4244759 Edm = 0.0734097 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297313.3493139 Edm = 0.00888265 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297313.3427818 Edm = 0.00076598 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297313.3407391 Edm = 0.00130592 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297312.4872583 Edm = 0.683018 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297308.7496579 Edm = 0.404901 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297308.3908769 Edm = 0.0152348 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297308.3743637 Edm = 0.00118276 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297308.3718947 Edm = 0.0011177 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297308.363157 Edm = 0.00836523 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297307.7976907 Edm = 0.520639 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297295.0253629 Edm = 1.9692 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297292.4874505 Edm = 0.401219 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297291.933854 Edm = 0.258349 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297291.5490129 Edm = 0.0970326 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297290.031953 Edm = 4.55642 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297289.8181483 Edm = 0.655167 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297288.9958482 Edm = 1.54491 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297288.4024993 Edm = 1.53473 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297287.840949 Edm = 1.07584 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297280.3563357 Edm = 6.57395 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297274.4226926 Edm = 1.02068 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297273.7601569 Edm = 0.215242 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297273.4958798 Edm = 0.123637 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297273.3659193 Edm = 0.0328495 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297273.3331705 Edm = 0.00764133 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297273.301876 Edm = 0.0206464 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297273.2566517 Edm = 0.020595 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297273.2394743 Edm = 0.00367848 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297273.2340205 Edm = 0.00257699 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297273.1563267 Edm = 0.0658111 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297272.9302797 Edm = 0.149038 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297270.7127021 Edm = 2.49487 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297267.8432685 Edm = 2.22403 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297252.8959496 Edm = 3.59431 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297249.8932633 Edm = 1.79008 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297248.8190689 Edm = 0.250229 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297248.6064919 Edm = 0.029979 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297248.5766518 Edm = 0.00549387 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297248.5700747 Edm = 0.00175512 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297248.5673691 Edm = 0.000967468 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297248.5653766 Edm = 0.000815794 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297248.5618909 Edm = 0.00232709 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297248.5436034 Edm = 0.0170386 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297248.1589725 Edm = 0.43744 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297248.1462305 Edm = 0.0107121 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297247.8044426 Edm = 0.348275 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297244.2601814 Edm = 0.358095 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297243.2731988 Edm = 7.66503 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297242.294011 Edm = 8.51145 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297241.1465291 Edm = 7.21441 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297239.5954847 Edm = 5.08816 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297237.519363 Edm = 1.81351 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297236.0913643 Edm = 0.419601 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297235.3522453 Edm = 1.11269 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297234.8273729 Edm = 0.247684 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297234.6350143 Edm = 0.0586171 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297234.5851518 Edm = 0.0117686 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297234.5719295 Edm = 0.0026657 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297234.5674342 Edm = 0.0018222 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 297234.5642228 Edm = 0.000409259 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 297234.5637077 Edm = 0.000123033 NCalls = 321 -VariableMetric: Iteration # 104 - FCN = 297234.5632952 Edm = 0.000453086 NCalls = 323 -VariableMetric: Iteration # 105 - FCN = 297234.5501283 Edm = 0.011269 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297234.4820492 Edm = 0.0259042 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297234.2693622 Edm = 0.191968 NCalls = 335 -VariableMetric: Iteration # 108 - FCN = 297233.4136687 Edm = 0.622111 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297233.3672488 Edm = 0.0771486 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297232.808521 Edm = 0.330392 NCalls = 346 -VariableMetric: Iteration # 111 - FCN = 297232.2570099 Edm = 0.295816 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297232.1313707 Edm = 0.0416361 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297232.0891904 Edm = 0.00246335 NCalls = 353 -VariableMetric: Iteration # 114 - FCN = 297232.0865611 Edm = 0.000433186 NCalls = 354 -VariableMetric: Iteration # 115 - FCN = 297232.0860091 Edm = 8.75962e-05 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297232.0858602 Edm = 6.00928e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297232.0858602 Edm = 1334.23 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297232.0858602 Edm = 1334.23 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297231.0937404 Edm = 126.782 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297228.9313076 Edm = 1.81378 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297227.9880755 Edm = 0.460186 NCalls = 842 -VariableMetric: Iteration # 121 - FCN = 297227.5744972 Edm = 0.130075 NCalls = 844 -VariableMetric: Iteration # 122 - FCN = 297227.4516803 Edm = 0.0562783 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297227.3995927 Edm = 0.0260935 NCalls = 848 -VariableMetric: Iteration # 124 - FCN = 297227.2527244 Edm = 0.0578044 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297227.1659597 Edm = 0.0197303 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297227.1472715 Edm = 0.00113823 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297227.1458049 Edm = 6.37031e-05 NCalls = 856 -VariableMetric: After Hessian - FCN = 297227.1458049 Edm = 8.19314e-05 NCalls = 1337 -VariableMetric: Iteration # 128 - FCN = 297227.1458049 Edm = 8.19314e-05 NCalls = 1337 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323665.2376498 Edm = 90261.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323665.2376498 Edm = 90261.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299533.4319763 Edm = 145.339 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299119.9198163 Edm = 3.40549 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299090.5965661 Edm = 36.6998 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298018.3644226 Edm = 3.1133 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 297986.8213803 Edm = 9.45962 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297831.5303455 Edm = 112.649 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297738.3467356 Edm = 13.3524 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297715.2584357 Edm = 0.148747 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297714.8550085 Edm = 0.589418 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297711.2607463 Edm = 3.55028 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297665.2642947 Edm = 4.47984 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297661.8478926 Edm = 0.0112698 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297661.7253974 Edm = 0.121435 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297650.1853754 Edm = 8.13424 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297572.9702668 Edm = 12.5925 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297551.4519489 Edm = 17.776 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297538.9639338 Edm = 0.770891 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297538.2334867 Edm = 0.0531316 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297538.1035795 Edm = 0.0739624 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297536.2337831 Edm = 1.76749 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297522.7566754 Edm = 9.48281 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297469.8769769 Edm = 3.68148 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297466.3694937 Edm = 0.148793 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297466.2022525 Edm = 0.0108319 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297466.1609632 Edm = 0.0209835 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297466.1217814 Edm = 0.014202 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297466.0610739 Edm = 0.057027 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297463.5359609 Edm = 2.37632 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297429.5502281 Edm = 66.8164 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297397.9401323 Edm = 7.50603 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297393.8395775 Edm = 5.39022 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297384.4374141 Edm = 3.16625 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297381.8360802 Edm = 0.822524 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297381.4799688 Edm = 0.101127 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297381.3871823 Edm = 0.0101215 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297381.345696 Edm = 0.0308539 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297381.234888 Edm = 0.0170531 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297381.1708402 Edm = 0.0509192 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297377.6544374 Edm = 3.42502 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297360.1318456 Edm = 8.75704 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297355.3081124 Edm = 13.2786 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297347.012631 Edm = 2.71015 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297338.7888353 Edm = 2.67132 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297336.4745682 Edm = 1.20925 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297335.6794331 Edm = 0.335176 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297335.3457284 Edm = 0.0268373 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297335.3033707 Edm = 0.0129961 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297335.2767952 Edm = 0.0187232 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297335.1314272 Edm = 0.118348 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297333.0771909 Edm = 1.92094 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297327.8205701 Edm = 3.78065 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297311.3500327 Edm = 11.1819 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297308.2338982 Edm = 3.98371 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297305.7303337 Edm = 0.618963 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297305.1869221 Edm = 0.0376587 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297305.1391728 Edm = 0.00354472 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297305.1331518 Edm = 0.00215476 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297305.1047283 Edm = 0.0295966 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297304.4890441 Edm = 0.47579 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297296.256771 Edm = 1.94189 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297293.9857523 Edm = 0.118908 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297293.8605446 Edm = 0.0246289 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297293.8180522 Edm = 0.00886816 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297293.8027048 Edm = 0.00252401 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297293.799028 Edm = 0.000869229 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297293.7975561 Edm = 0.000925602 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297293.7789091 Edm = 0.0174623 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297290.5786216 Edm = 2.21007 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297284.9407617 Edm = 0.485712 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297284.7882983 Edm = 0.123364 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297284.685171 Edm = 0.0207813 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297284.6555292 Edm = 0.00366559 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297284.6521222 Edm = 0.000447292 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297284.6492681 Edm = 0.00241187 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297283.9892838 Edm = 0.587066 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297277.2037992 Edm = 5.9 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297273.7343157 Edm = 0.565578 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297272.8934598 Edm = 0.46124 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297272.4599263 Edm = 0.349552 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297271.7695631 Edm = 0.288843 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297271.2334952 Edm = 0.148954 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297270.986243 Edm = 0.0215898 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297270.9572678 Edm = 0.00272436 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297270.9522374 Edm = 0.00135868 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297270.9495952 Edm = 0.000940615 NCalls = 258 -VariableMetric: Iteration # 86 - FCN = 297270.9435747 Edm = 0.00219974 NCalls = 261 -VariableMetric: Iteration # 87 - FCN = 297270.9281688 Edm = 0.00927223 NCalls = 264 -VariableMetric: Iteration # 88 - FCN = 297270.8669581 Edm = 0.0672 NCalls = 268 -VariableMetric: Iteration # 89 - FCN = 297270.6404174 Edm = 0.631735 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297270.052693 Edm = 0.519964 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297270.0226584 Edm = 0.223166 NCalls = 283 -VariableMetric: Iteration # 92 - FCN = 297269.4329705 Edm = 0.808095 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297269.3933449 Edm = 0.0338614 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297269.0456852 Edm = 0.416858 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297268.9222414 Edm = 0.131907 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297268.5017868 Edm = 0.273349 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297267.1083188 Edm = 0.255948 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297266.8773733 Edm = 0.0435839 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297266.8040785 Edm = 0.0426536 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297266.7205555 Edm = 0.0706737 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297266.5350918 Edm = 0.112777 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297265.8949522 Edm = 0.427733 NCalls = 318 -VariableMetric: Iteration # 103 - FCN = 297264.8993786 Edm = 2.23135 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297263.9387048 Edm = 0.403017 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297263.2585104 Edm = 0.509843 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297263.1248395 Edm = 0.0970287 NCalls = 330 -VariableMetric: Iteration # 107 - FCN = 297263.0268266 Edm = 0.0101626 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297263.0071214 Edm = 0.0117432 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297262.9362362 Edm = 0.0158258 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297262.9163269 Edm = 0.00533259 NCalls = 340 -VariableMetric: Iteration # 111 - FCN = 297262.9120914 Edm = 0.000593025 NCalls = 342 -VariableMetric: Iteration # 112 - FCN = 297262.911131 Edm = 0.000245284 NCalls = 344 -VariableMetric: Iteration # 113 - FCN = 297262.910262 Edm = 0.000430176 NCalls = 346 -VariableMetric: Iteration # 114 - FCN = 297262.9054715 Edm = 0.00446633 NCalls = 349 -VariableMetric: Iteration # 115 - FCN = 297262.424782 Edm = 0.271018 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297260.9095304 Edm = 2.12378 NCalls = 361 -VariableMetric: Iteration # 117 - FCN = 297258.5577185 Edm = 1.34882 NCalls = 364 -VariableMetric: Iteration # 118 - FCN = 297258.0623108 Edm = 0.630906 NCalls = 366 -VariableMetric: Iteration # 119 - FCN = 297257.6165217 Edm = 0.132032 NCalls = 367 -VariableMetric: Iteration # 120 - FCN = 297257.5393929 Edm = 0.00640203 NCalls = 369 -VariableMetric: Iteration # 121 - FCN = 297257.5297264 Edm = 0.00104978 NCalls = 371 -VariableMetric: Iteration # 122 - FCN = 297257.5270175 Edm = 0.00131644 NCalls = 373 -VariableMetric: Iteration # 123 - FCN = 297257.5168987 Edm = 0.00391283 NCalls = 376 -VariableMetric: Iteration # 124 - FCN = 297257.5089128 Edm = 0.00158959 NCalls = 378 -VariableMetric: Iteration # 125 - FCN = 297257.5067568 Edm = 0.000308739 NCalls = 380 -VariableMetric: Iteration # 126 - FCN = 297257.5062289 Edm = 0.000251419 NCalls = 382 -VariableMetric: Iteration # 127 - FCN = 297257.5032107 Edm = 0.0028183 NCalls = 386 -VariableMetric: Iteration # 128 - FCN = 297257.2559519 Edm = 0.183025 NCalls = 391 -VariableMetric: Iteration # 129 - FCN = 297256.367912 Edm = 0.0368257 NCalls = 393 -VariableMetric: Iteration # 130 - FCN = 297256.3288533 Edm = 0.00185627 NCalls = 395 -VariableMetric: Iteration # 131 - FCN = 297256.3253564 Edm = 0.00170198 NCalls = 397 -VariableMetric: Iteration # 132 - FCN = 297256.3207638 Edm = 0.0053061 NCalls = 399 -VariableMetric: Iteration # 133 - FCN = 297256.319388 Edm = 0.00109763 NCalls = 402 -VariableMetric: Iteration # 134 - FCN = 297256.3149965 Edm = 0.000523842 NCalls = 405 -VariableMetric: Iteration # 135 - FCN = 297256.3141916 Edm = 0.000144506 NCalls = 407 -VariableMetric: Iteration # 136 - FCN = 297256.3139038 Edm = 0.000132316 NCalls = 409 -VariableMetric: Iteration # 137 - FCN = 297256.313467 Edm = 0.000632795 NCalls = 411 -VariableMetric: Iteration # 138 - FCN = 297256.3067073 Edm = 0.00707477 NCalls = 416 -VariableMetric: Iteration # 139 - FCN = 297256.3050325 Edm = 0.00154996 NCalls = 419 -VariableMetric: Iteration # 140 - FCN = 297256.3022672 Edm = 0.00269994 NCalls = 423 -VariableMetric: Iteration # 141 - FCN = 297256.1759097 Edm = 0.947925 NCalls = 430 -VariableMetric: Iteration # 142 - FCN = 297256.1645586 Edm = 0.000890622 NCalls = 434 -VariableMetric: Iteration # 143 - FCN = 297256.1633948 Edm = 0.00046938 NCalls = 436 -VariableMetric: Iteration # 144 - FCN = 297256.158285 Edm = 0.00225061 NCalls = 441 -VariableMetric: Iteration # 145 - FCN = 297256.1460138 Edm = 0.0127986 NCalls = 448 -VariableMetric: Iteration # 146 - FCN = 297256.1447951 Edm = 0.00784995 NCalls = 450 -VariableMetric: Iteration # 147 - FCN = 297256.133624 Edm = 0.00607964 NCalls = 453 -VariableMetric: Iteration # 148 - FCN = 297256.1266891 Edm = 0.00483844 NCalls = 455 -VariableMetric: Iteration # 149 - FCN = 297256.1193186 Edm = 0.00988274 NCalls = 462 -VariableMetric: Iteration # 150 - FCN = 297256.1028026 Edm = 0.0260464 NCalls = 466 -VariableMetric: Iteration # 151 - FCN = 297256.0966068 Edm = 0.010869 NCalls = 469 -VariableMetric: Iteration # 152 - FCN = 297256.0704951 Edm = 0.0187321 NCalls = 473 -VariableMetric: Iteration # 153 - FCN = 297256.0125893 Edm = 0.0225085 NCalls = 481 -VariableMetric: Iteration # 154 - FCN = 297255.9763354 Edm = 0.0640002 NCalls = 485 -VariableMetric: Iteration # 155 - FCN = 297255.9435687 Edm = 0.0407641 NCalls = 487 -VariableMetric: Iteration # 156 - FCN = 297255.8697394 Edm = 0.0296347 NCalls = 492 -VariableMetric: Iteration # 157 - FCN = 297255.8331905 Edm = 0.011912 NCalls = 494 -VariableMetric: Iteration # 158 - FCN = 297255.8225484 Edm = 0.0116565 NCalls = 496 -VariableMetric: Iteration # 159 - FCN = 297255.8054522 Edm = 0.0041441 NCalls = 499 -VariableMetric: Iteration # 160 - FCN = 297255.8002514 Edm = 0.001338 NCalls = 501 -VariableMetric: Iteration # 161 - FCN = 297255.7988695 Edm = 0.000618451 NCalls = 504 -VariableMetric: Iteration # 162 - FCN = 297255.7982352 Edm = 0.000122326 NCalls = 506 -VariableMetric: Iteration # 163 - FCN = 297255.7978662 Edm = 0.000185729 NCalls = 508 -VariableMetric: Iteration # 164 - FCN = 297255.793215 Edm = 0.00435511 NCalls = 512 -VariableMetric: Iteration # 165 - FCN = 297255.7551489 Edm = 0.0603582 NCalls = 518 -VariableMetric: Iteration # 166 - FCN = 297255.5147861 Edm = 0.150115 NCalls = 523 -VariableMetric: Iteration # 167 - FCN = 297255.0719278 Edm = 0.196196 NCalls = 529 -VariableMetric: Iteration # 168 - FCN = 297254.9348134 Edm = 0.0409249 NCalls = 533 -VariableMetric: Iteration # 169 - FCN = 297254.8938648 Edm = 0.00888016 NCalls = 534 -VariableMetric: Iteration # 170 - FCN = 297254.8778204 Edm = 0.00579408 NCalls = 537 -VariableMetric: Iteration # 171 - FCN = 297254.8640235 Edm = 0.00351974 NCalls = 540 -VariableMetric: Iteration # 172 - FCN = 297254.8594908 Edm = 0.000439135 NCalls = 541 -VariableMetric: Iteration # 173 - FCN = 297254.8583803 Edm = 0.000262656 NCalls = 543 -VariableMetric: Iteration # 174 - FCN = 297254.8578514 Edm = 0.000300395 NCalls = 545 -VariableMetric: Iteration # 175 - FCN = 297254.8575296 Edm = 0.000243623 NCalls = 547 -VariableMetric: Iteration # 176 - FCN = 297254.8561124 Edm = 0.00124596 NCalls = 551 -VariableMetric: Iteration # 177 - FCN = 297254.7512578 Edm = 0.119157 NCalls = 557 -VariableMetric: Iteration # 178 - FCN = 297254.7356531 Edm = 0.0207731 NCalls = 562 -VariableMetric: Iteration # 179 - FCN = 297254.6419408 Edm = 0.122855 NCalls = 567 -VariableMetric: Iteration # 180 - FCN = 297254.6325845 Edm = 0.00859733 NCalls = 570 -VariableMetric: Iteration # 181 - FCN = 297254.4984633 Edm = 0.102331 NCalls = 576 -VariableMetric: Iteration # 182 - FCN = 297254.495157 Edm = 0.00207895 NCalls = 578 -VariableMetric: Iteration # 183 - FCN = 297254.4875584 Edm = 0.00673529 NCalls = 580 -VariableMetric: Iteration # 184 - FCN = 297254.4061926 Edm = 0.0303221 NCalls = 585 -VariableMetric: Iteration # 185 - FCN = 297254.2908819 Edm = 0.0497775 NCalls = 587 -VariableMetric: Iteration # 186 - FCN = 297254.1115086 Edm = 0.0195096 NCalls = 589 -VariableMetric: Iteration # 187 - FCN = 297254.0691704 Edm = 0.0157324 NCalls = 592 -VariableMetric: Iteration # 188 - FCN = 297254.0362275 Edm = 0.0346029 NCalls = 594 -VariableMetric: Iteration # 189 - FCN = 297254.0162918 Edm = 0.0188925 NCalls = 596 -VariableMetric: Iteration # 190 - FCN = 297253.9864131 Edm = 0.00962695 NCalls = 598 -VariableMetric: Iteration # 191 - FCN = 297253.9625389 Edm = 0.0116184 NCalls = 602 -VariableMetric: Iteration # 192 - FCN = 297253.9574606 Edm = 0.00768145 NCalls = 604 -VariableMetric: Iteration # 193 - FCN = 297253.9478064 Edm = 0.00376451 NCalls = 607 -VariableMetric: Iteration # 194 - FCN = 297253.9437934 Edm = 0.00335714 NCalls = 609 -VariableMetric: Iteration # 195 - FCN = 297253.9373197 Edm = 0.00190028 NCalls = 613 -VariableMetric: Iteration # 196 - FCN = 297253.9344424 Edm = 0.00101335 NCalls = 616 -VariableMetric: Iteration # 197 - FCN = 297253.9336342 Edm = 0.000292977 NCalls = 618 -VariableMetric: Iteration # 198 - FCN = 297253.9332542 Edm = 3.34709e-05 NCalls = 620 -VariableMetric: After Hessian - FCN = 297253.9332542 Edm = 1.34764 NCalls = 1095 -VariableMetric: Iteration # 199 - FCN = 297253.9332542 Edm = 1.34764 NCalls = 1095 -VariableMetric: Iteration # 200 - FCN = 297253.878571 Edm = 136.703 NCalls = 1097 -VariableMetric: Iteration # 201 - FCN = 297253.5879666 Edm = 0.103235 NCalls = 1108 -VariableMetric: Iteration # 202 - FCN = 297253.2387564 Edm = 0.0724585 NCalls = 1113 -VariableMetric: Iteration # 203 - FCN = 297253.2028312 Edm = 0.242122 NCalls = 1117 -VariableMetric: Iteration # 204 - FCN = 297253.0375231 Edm = 0.00949756 NCalls = 1120 -VariableMetric: Iteration # 205 - FCN = 297253.0142528 Edm = 0.0161762 NCalls = 1122 -VariableMetric: Iteration # 206 - FCN = 297253.0035812 Edm = 0.00669196 NCalls = 1125 -VariableMetric: Iteration # 207 - FCN = 297252.9855166 Edm = 0.00270277 NCalls = 1128 -VariableMetric: Iteration # 208 - FCN = 297252.9782621 Edm = 0.00637692 NCalls = 1131 -VariableMetric: Iteration # 209 - FCN = 297252.9674378 Edm = 0.0216816 NCalls = 1133 -VariableMetric: Iteration # 210 - FCN = 297252.9585517 Edm = 0.00720817 NCalls = 1135 -VariableMetric: Iteration # 211 - FCN = 297252.9270899 Edm = 0.0229178 NCalls = 1139 -VariableMetric: Iteration # 212 - FCN = 297252.9166044 Edm = 0.00638914 NCalls = 1141 -VariableMetric: Iteration # 213 - FCN = 297252.90187 Edm = 0.0189659 NCalls = 1144 -VariableMetric: Iteration # 214 - FCN = 297252.8281266 Edm = 0.0520383 NCalls = 1149 -VariableMetric: Iteration # 215 - FCN = 297252.7441495 Edm = 0.0536111 NCalls = 1152 -VariableMetric: Iteration # 216 - FCN = 297252.7145526 Edm = 0.0192981 NCalls = 1154 -VariableMetric: Iteration # 217 - FCN = 297252.6924929 Edm = 0.0125764 NCalls = 1156 -VariableMetric: Iteration # 218 - FCN = 297252.6639238 Edm = 0.018953 NCalls = 1158 -VariableMetric: Iteration # 219 - FCN = 297252.6333293 Edm = 0.00969924 NCalls = 1161 -VariableMetric: Iteration # 220 - FCN = 297252.6206155 Edm = 0.001668 NCalls = 1163 -VariableMetric: Iteration # 221 - FCN = 297252.6173136 Edm = 0.00233692 NCalls = 1165 -VariableMetric: Iteration # 222 - FCN = 297252.6076937 Edm = 0.00390216 NCalls = 1168 -VariableMetric: Iteration # 223 - FCN = 297252.6004443 Edm = 0.0022612 NCalls = 1170 -VariableMetric: Iteration # 224 - FCN = 297252.5925199 Edm = 0.00418142 NCalls = 1173 -VariableMetric: Iteration # 225 - FCN = 297252.5825599 Edm = 0.00263566 NCalls = 1175 -VariableMetric: Iteration # 226 - FCN = 297252.5756219 Edm = 0.00315764 NCalls = 1177 -VariableMetric: Iteration # 227 - FCN = 297252.5677081 Edm = 0.00496292 NCalls = 1180 -VariableMetric: Iteration # 228 - FCN = 297252.5500851 Edm = 0.00884309 NCalls = 1184 -VariableMetric: Iteration # 229 - FCN = 297252.5343958 Edm = 0.00882858 NCalls = 1187 -VariableMetric: Iteration # 230 - FCN = 297252.5279004 Edm = 0.00389703 NCalls = 1190 -VariableMetric: Iteration # 231 - FCN = 297252.517068 Edm = 0.00436813 NCalls = 1192 -VariableMetric: Iteration # 232 - FCN = 297252.5032575 Edm = 0.00453164 NCalls = 1194 -VariableMetric: Iteration # 233 - FCN = 297252.4940856 Edm = 0.00446177 NCalls = 1196 -VariableMetric: Iteration # 234 - FCN = 297252.4842973 Edm = 0.0139175 NCalls = 1198 -VariableMetric: Iteration # 235 - FCN = 297252.4674981 Edm = 0.0060159 NCalls = 1202 -VariableMetric: Iteration # 236 - FCN = 297252.4558464 Edm = 0.00355473 NCalls = 1204 -VariableMetric: Iteration # 237 - FCN = 297252.4496261 Edm = 0.00807967 NCalls = 1207 -VariableMetric: Iteration # 238 - FCN = 297252.4415465 Edm = 0.00835827 NCalls = 1209 -VariableMetric: Iteration # 239 - FCN = 297252.4256362 Edm = 0.00454806 NCalls = 1213 -VariableMetric: Iteration # 240 - FCN = 297252.41758 Edm = 0.00265773 NCalls = 1215 -VariableMetric: Iteration # 241 - FCN = 297252.4100819 Edm = 0.00331768 NCalls = 1217 -VariableMetric: Iteration # 242 - FCN = 297252.4039192 Edm = 0.00649961 NCalls = 1220 -VariableMetric: Iteration # 243 - FCN = 297252.3947077 Edm = 0.00410305 NCalls = 1223 -VariableMetric: Iteration # 244 - FCN = 297252.3908285 Edm = 0.00116178 NCalls = 1224 -VariableMetric: Iteration # 245 - FCN = 297252.389056 Edm = 0.000610576 NCalls = 1226 -VariableMetric: Iteration # 246 - FCN = 297252.38585 Edm = 0.00129952 NCalls = 1229 -VariableMetric: Iteration # 247 - FCN = 297252.3837256 Edm = 0.000338164 NCalls = 1231 -VariableMetric: Iteration # 248 - FCN = 297252.381972 Edm = 0.00102225 NCalls = 1233 -VariableMetric: Iteration # 249 - FCN = 297252.3755933 Edm = 0.000923842 NCalls = 1236 -VariableMetric: Iteration # 250 - FCN = 297252.3737604 Edm = 0.000665635 NCalls = 1238 -VariableMetric: Iteration # 251 - FCN = 297252.3704669 Edm = 0.00139516 NCalls = 1240 -VariableMetric: Iteration # 252 - FCN = 297252.3685265 Edm = 0.000367176 NCalls = 1242 -VariableMetric: Iteration # 253 - FCN = 297252.3678179 Edm = 0.000163684 NCalls = 1244 -VariableMetric: Iteration # 254 - FCN = 297252.3669868 Edm = 0.000452316 NCalls = 1246 -VariableMetric: Iteration # 255 - FCN = 297252.3632629 Edm = 0.000874356 NCalls = 1250 -VariableMetric: Iteration # 256 - FCN = 297252.3615846 Edm = 0.000798756 NCalls = 1252 -VariableMetric: Iteration # 257 - FCN = 297252.360065 Edm = 0.000790058 NCalls = 1255 -VariableMetric: Iteration # 258 - FCN = 297252.357652 Edm = 0.000941527 NCalls = 1258 -VariableMetric: Iteration # 259 - FCN = 297252.3556689 Edm = 0.0012018 NCalls = 1261 -VariableMetric: Iteration # 260 - FCN = 297252.3546565 Edm = 0.000287539 NCalls = 1263 -VariableMetric: Iteration # 261 - FCN = 297252.353885 Edm = 0.000232963 NCalls = 1265 -VariableMetric: Iteration # 262 - FCN = 297252.3532909 Edm = 0.00017804 NCalls = 1267 -VariableMetric: Iteration # 263 - FCN = 297252.3529246 Edm = 4.76822e-05 NCalls = 1269 -VariableMetric: After Hessian - FCN = 297252.3529246 Edm = 0.0278529 NCalls = 1754 -VariableMetric: Iteration # 264 - FCN = 297252.3529246 Edm = 0.0278529 NCalls = 1754 -VariableMetric: Iteration # 265 - FCN = 297252.3523194 Edm = 0.00526379 NCalls = 1757 -VariableMetric: Iteration # 266 - FCN = 297252.3493322 Edm = 0.00101099 NCalls = 1759 -VariableMetric: Iteration # 267 - FCN = 297252.3484661 Edm = 0.0013613 NCalls = 1761 -VariableMetric: Iteration # 268 - FCN = 297252.3460691 Edm = 0.0013369 NCalls = 1764 -VariableMetric: Iteration # 269 - FCN = 297252.3432674 Edm = 0.000728067 NCalls = 1767 -VariableMetric: Iteration # 270 - FCN = 297252.3420888 Edm = 0.00186062 NCalls = 1770 -VariableMetric: Iteration # 271 - FCN = 297252.3404004 Edm = 0.000874758 NCalls = 1772 -VariableMetric: Iteration # 272 - FCN = 297252.3387209 Edm = 0.00044394 NCalls = 1774 -VariableMetric: Iteration # 273 - FCN = 297252.3376924 Edm = 0.000455848 NCalls = 1776 -VariableMetric: Iteration # 274 - FCN = 297252.3365644 Edm = 0.00025001 NCalls = 1778 -VariableMetric: Iteration # 275 - FCN = 297252.3359709 Edm = 0.0004699 NCalls = 1781 -VariableMetric: Iteration # 276 - FCN = 297252.3356217 Edm = 0.000276504 NCalls = 1783 -VariableMetric: Iteration # 277 - FCN = 297252.3351664 Edm = 6.74122e-05 NCalls = 1785 -VariableMetric: Iteration # 278 - FCN = 297252.335005 Edm = 1.85965e-05 NCalls = 1787 -VariableMetric: After Hessian - FCN = 297252.335005 Edm = 0.000130968 NCalls = 2276 -VariableMetric: Iteration # 279 - FCN = 297252.335005 Edm = 0.000130968 NCalls = 2276 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315326.6798322 Edm = 14.8512 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315326.6798322 Edm = 14.8512 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303041.2784263 Edm = 45.4304 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303006.3653142 Edm = 11.5495 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302871.0300576 Edm = 146.702 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299868.3831788 Edm = 83.7607 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 299838.0174328 Edm = 50.7752 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299181.2178048 Edm = 658.891 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298167.0345519 Edm = 19.8941 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298151.024165 Edm = 2.23964 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298148.1929356 Edm = 0.379036 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298126.8095807 Edm = 3.50618 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298120.8575978 Edm = 0.730352 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298115.5664972 Edm = 3.63226 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297909.5706735 Edm = 69.3821 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297778.516004 Edm = 18.664 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297768.5245425 Edm = 2.50823 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297766.2201477 Edm = 0.0614679 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297766.0504135 Edm = 0.0998652 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297748.3474052 Edm = 14.5624 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297612.768608 Edm = 2.28637 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297609.1218813 Edm = 0.529475 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297608.5351565 Edm = 0.0375589 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297608.4575362 Edm = 0.0365107 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297599.7109795 Edm = 7.06841 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297500.9830371 Edm = 8.18863 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297488.1745224 Edm = 6.959 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297483.7308026 Edm = 1.14419 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297479.5288458 Edm = 0.267819 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297479.1353781 Edm = 0.0512407 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297479.075172 Edm = 0.0138009 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297479.0613912 Edm = 0.0063591 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297478.9350554 Edm = 0.125256 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297476.4708275 Edm = 2.00269 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297454.8308033 Edm = 11.7679 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297444.7803894 Edm = 0.664075 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297444.0868436 Edm = 0.0538569 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297444.0155821 Edm = 0.0185388 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297443.9929048 Edm = 0.00436103 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297443.9840219 Edm = 0.00545049 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297443.2413643 Edm = 0.718903 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297432.3044544 Edm = 1.38578 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297429.7166915 Edm = 0.178198 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297429.5213916 Edm = 0.00616266 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297429.5122087 Edm = 0.00122517 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297429.483517 Edm = 0.02469 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297428.0150991 Edm = 0.763977 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297423.3698674 Edm = 0.748543 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297422.5965967 Edm = 0.0416071 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297422.5499883 Edm = 0.00547361 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297422.5428539 Edm = 0.0018299 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297422.5291131 Edm = 0.0123685 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297421.6604282 Edm = 0.964699 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297421.6534755 Edm = 0.00511945 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297420.1038439 Edm = 1.94478 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297420.097728 Edm = 0.00288247 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297419.5675925 Edm = 0.584635 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297419.4231331 Edm = 0.144368 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297417.2391968 Edm = 1.15585 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297416.8958919 Edm = 0.00257428 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297416.8885337 Edm = 0.00421202 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297416.4158828 Edm = 0.515682 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297413.5816428 Edm = 3.38551 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297413.5646141 Edm = 0.0114685 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297412.9325828 Edm = 0.683095 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297412.6348169 Edm = 0.297825 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297411.615978 Edm = 1.03247 NCalls = 238 -VariableMetric: Iteration # 66 - FCN = 297406.067347 Edm = 3.38129 NCalls = 245 -VariableMetric: Iteration # 67 - FCN = 297405.5583249 Edm = 0.0197891 NCalls = 247 -VariableMetric: Iteration # 68 - FCN = 297405.537531 Edm = 0.00612128 NCalls = 249 -VariableMetric: Iteration # 69 - FCN = 297405.4932296 Edm = 0.0317853 NCalls = 252 -VariableMetric: Iteration # 70 - FCN = 297405.1950877 Edm = 0.236464 NCalls = 255 -VariableMetric: Iteration # 71 - FCN = 297401.7407515 Edm = 3.73482 NCalls = 258 -VariableMetric: Iteration # 72 - FCN = 297372.2000782 Edm = 19.9906 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297348.2495876 Edm = 5.85974 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297343.2672436 Edm = 0.834909 NCalls = 268 -VariableMetric: Iteration # 75 - FCN = 297342.7269262 Edm = 0.0882981 NCalls = 270 -VariableMetric: Iteration # 76 - FCN = 297342.6478507 Edm = 0.00902759 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297342.629425 Edm = 0.00848272 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297342.600089 Edm = 0.0281482 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297342.4646669 Edm = 0.106268 NCalls = 279 -VariableMetric: Iteration # 80 - FCN = 297340.0341952 Edm = 1.4415 NCalls = 283 -VariableMetric: Iteration # 81 - FCN = 297325.4827118 Edm = 3.46093 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297320.8742377 Edm = 0.612093 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297320.5275502 Edm = 0.0191838 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297320.5062746 Edm = 0.00138648 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297320.5038266 Edm = 0.00157956 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297320.4879427 Edm = 0.0111959 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297320.3422186 Edm = 0.107089 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297317.381383 Edm = 2.39937 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297306.8993426 Edm = 6.37202 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297301.2115184 Edm = 1.3629 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297298.7261696 Edm = 0.519057 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297298.1601841 Edm = 0.114329 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297298.0104398 Edm = 0.0296945 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297297.9633818 Edm = 0.00652535 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297297.9548763 Edm = 0.00278119 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297297.9472382 Edm = 0.00351803 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297297.936997 Edm = 0.00814805 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297297.9007075 Edm = 0.0184804 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297297.8307436 Edm = 0.0511705 NCalls = 329 -VariableMetric: Iteration # 100 - FCN = 297296.4082329 Edm = 2.08839 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297296.3215616 Edm = 0.182474 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297296.1296962 Edm = 0.102664 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297295.1519449 Edm = 0.701518 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297293.9636004 Edm = 0.652777 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297293.0436228 Edm = 0.0904496 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297292.9268844 Edm = 0.0431683 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297292.8667833 Edm = 0.0256405 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297292.827663 Edm = 0.00829359 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297292.8152185 Edm = 0.00632145 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297292.7790034 Edm = 0.0369427 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297292.4427856 Edm = 0.236931 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297292.4390598 Edm = 0.00402758 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297292.4297902 Edm = 0.00550109 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297292.3878297 Edm = 0.0204659 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297292.1245593 Edm = 0.121112 NCalls = 379 -VariableMetric: Iteration # 116 - FCN = 297291.8990339 Edm = 0.11911 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297291.7485785 Edm = 0.0319744 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297291.7067135 Edm = 0.0131394 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297291.6771746 Edm = 0.0308796 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297289.934218 Edm = 2.2388 NCalls = 397 -VariableMetric: Iteration # 121 - FCN = 297288.5934024 Edm = 77908.1 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297288.0932714 Edm = 10814.2 NCalls = 414 -VariableMetric: Iteration # 123 - FCN = 297287.9140279 Edm = 21227.6 NCalls = 420 -VariableMetric: Iteration # 124 - FCN = 297286.7139199 Edm = 5613.51 NCalls = 425 -VariableMetric: Iteration # 125 - FCN = 297284.8029527 Edm = 1688.68 NCalls = 429 -VariableMetric: Iteration # 126 - FCN = 297284.3411648 Edm = 11578.5 NCalls = 432 -VariableMetric: Iteration # 127 - FCN = 297283.6964537 Edm = 3366.92 NCalls = 436 -VariableMetric: Iteration # 128 - FCN = 297282.9572215 Edm = 5906.07 NCalls = 439 -VariableMetric: Iteration # 129 - FCN = 297280.8420684 Edm = 595.958 NCalls = 442 -VariableMetric: Iteration # 130 - FCN = 297279.5650173 Edm = 583.999 NCalls = 445 -VariableMetric: Iteration # 131 - FCN = 297278.3382535 Edm = 461.6 NCalls = 448 -VariableMetric: Iteration # 132 - FCN = 297275.1420522 Edm = 815.393 NCalls = 451 -VariableMetric: Iteration # 133 - FCN = 297273.3646914 Edm = 336.845 NCalls = 454 -VariableMetric: Iteration # 134 - FCN = 297273.2723771 Edm = 29.6603 NCalls = 458 -VariableMetric: Iteration # 135 - FCN = 297273.0681866 Edm = 99.345 NCalls = 461 -VariableMetric: Iteration # 136 - FCN = 297272.9094814 Edm = 81.9298 NCalls = 464 -VariableMetric: Iteration # 137 - FCN = 297271.3251022 Edm = 88.9177 NCalls = 466 -VariableMetric: Iteration # 138 - FCN = 297270.3456961 Edm = 41.9201 NCalls = 469 -VariableMetric: Iteration # 139 - FCN = 297269.0974941 Edm = 18.0033 NCalls = 471 -VariableMetric: Iteration # 140 - FCN = 297267.3316101 Edm = 17.6768 NCalls = 473 -VariableMetric: Iteration # 141 - FCN = 297265.5433455 Edm = 8.39324 NCalls = 475 -VariableMetric: Iteration # 142 - FCN = 297264.7624549 Edm = 5.5997 NCalls = 477 -VariableMetric: Iteration # 143 - FCN = 297263.7743546 Edm = 4.53826 NCalls = 479 -VariableMetric: Iteration # 144 - FCN = 297263.2616475 Edm = 3.36599 NCalls = 481 -VariableMetric: Iteration # 145 - FCN = 297262.4535148 Edm = 4.81813 NCalls = 483 -VariableMetric: Iteration # 146 - FCN = 297261.0548771 Edm = 1.0333 NCalls = 485 -VariableMetric: Iteration # 147 - FCN = 297259.428175 Edm = 0.742976 NCalls = 488 -VariableMetric: Iteration # 148 - FCN = 297258.9373211 Edm = 0.621233 NCalls = 490 -VariableMetric: Iteration # 149 - FCN = 297258.585516 Edm = 0.510692 NCalls = 492 -VariableMetric: Iteration # 150 - FCN = 297257.9698322 Edm = 0.570008 NCalls = 494 -VariableMetric: Iteration # 151 - FCN = 297256.3868456 Edm = 4.18989 NCalls = 499 -VariableMetric: Iteration # 152 - FCN = 297255.2369749 Edm = 1.92772 NCalls = 503 -VariableMetric: Iteration # 153 - FCN = 297254.6788741 Edm = 0.891969 NCalls = 505 -VariableMetric: Iteration # 154 - FCN = 297254.1862913 Edm = 0.457536 NCalls = 508 -VariableMetric: Iteration # 155 - FCN = 297253.9405155 Edm = 0.231063 NCalls = 510 -VariableMetric: Iteration # 156 - FCN = 297253.7565405 Edm = 0.279021 NCalls = 512 -VariableMetric: Iteration # 157 - FCN = 297253.548819 Edm = 0.213436 NCalls = 515 -VariableMetric: Iteration # 158 - FCN = 297252.4667447 Edm = 0.666927 NCalls = 520 -VariableMetric: Iteration # 159 - FCN = 297252.3916786 Edm = 0.119417 NCalls = 523 -VariableMetric: Iteration # 160 - FCN = 297252.0425811 Edm = 0.448584 NCalls = 526 -VariableMetric: Iteration # 161 - FCN = 297251.1186235 Edm = 0.77677 NCalls = 530 -VariableMetric: Iteration # 162 - FCN = 297250.618391 Edm = 0.411301 NCalls = 532 -VariableMetric: Iteration # 163 - FCN = 297250.4351634 Edm = 0.0348249 NCalls = 534 -VariableMetric: Iteration # 164 - FCN = 297250.3898841 Edm = 0.0195373 NCalls = 536 -VariableMetric: Iteration # 165 - FCN = 297250.333731 Edm = 0.026252 NCalls = 538 -VariableMetric: Iteration # 166 - FCN = 297250.2938427 Edm = 0.0126776 NCalls = 540 -VariableMetric: Iteration # 167 - FCN = 297250.2750654 Edm = 0.00518806 NCalls = 542 -VariableMetric: Iteration # 168 - FCN = 297250.2672945 Edm = 0.00209789 NCalls = 544 -VariableMetric: Iteration # 169 - FCN = 297250.2619777 Edm = 0.00257887 NCalls = 546 -VariableMetric: Iteration # 170 - FCN = 297250.2497536 Edm = 0.0108024 NCalls = 548 -VariableMetric: Iteration # 171 - FCN = 297250.2108932 Edm = 0.0163529 NCalls = 552 -VariableMetric: Iteration # 172 - FCN = 297250.1798596 Edm = 0.00643634 NCalls = 554 -VariableMetric: Iteration # 173 - FCN = 297250.1401732 Edm = 0.0226565 NCalls = 557 -VariableMetric: Iteration # 174 - FCN = 297250.0174783 Edm = 0.0386858 NCalls = 560 -VariableMetric: Iteration # 175 - FCN = 297249.9388617 Edm = 0.011352 NCalls = 562 -VariableMetric: Iteration # 176 - FCN = 297249.9219007 Edm = 0.00371608 NCalls = 564 -VariableMetric: Iteration # 177 - FCN = 297249.9116115 Edm = 0.00491865 NCalls = 566 -VariableMetric: Iteration # 178 - FCN = 297249.8792458 Edm = 0.0106499 NCalls = 569 -VariableMetric: Iteration # 179 - FCN = 297249.8533932 Edm = 0.00446727 NCalls = 571 -VariableMetric: Iteration # 180 - FCN = 297249.8477524 Edm = 0.000311264 NCalls = 573 -VariableMetric: Iteration # 181 - FCN = 297249.8474054 Edm = 7.55365e-06 NCalls = 575 -VariableMetric: After Hessian - FCN = 297249.8474054 Edm = 8.49857e-06 NCalls = 1068 -VariableMetric: Iteration # 182 - FCN = 297249.8474054 Edm = 8.49857e-06 NCalls = 1068 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313025.1238684 Edm = 30.8323 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313025.1238684 Edm = 30.8323 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302918.7715496 Edm = 29.7058 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302839.0672703 Edm = 389.461 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299567.6552381 Edm = 68.4766 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299482.3704658 Edm = 16.4516 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299356.7840552 Edm = 12.4109 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299347.3699235 Edm = 0.818589 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299346.0966797 Edm = 0.732937 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298699.8602115 Edm = 91.4938 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298124.2012206 Edm = 256.73 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298087.1897636 Edm = 148.955 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297978.0858428 Edm = 19.9627 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297963.7965078 Edm = 0.403638 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297963.2459406 Edm = 0.12868 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297933.457748 Edm = 24.454 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297861.2562624 Edm = 2.53652 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297857.1858493 Edm = 0.242735 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297856.7463966 Edm = 0.084521 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297855.8535523 Edm = 1.01311 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297847.0051357 Edm = 10.1562 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297846.6003921 Edm = 0.324443 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297814.414565 Edm = 16.2781 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297779.0977874 Edm = 4.53519 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297773.2286193 Edm = 0.714299 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297772.1138049 Edm = 0.453068 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297771.3236595 Edm = 0.228046 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297767.7593263 Edm = 3.56303 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297767.5054922 Edm = 2.30052 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297756.9949126 Edm = 6.53362 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297748.853765 Edm = 4.94835 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297746.7026109 Edm = 1.82987 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297745.6324372 Edm = 0.114792 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297744.4819543 Edm = 0.974377 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297726.3319399 Edm = 5.45079 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297717.2411789 Edm = 0.626522 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297716.6372098 Edm = 0.127638 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297716.5241167 Edm = 0.0161759 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297716.4653903 Edm = 0.0414967 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297710.7219732 Edm = 4.51148 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297608.0572277 Edm = 24.2998 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297583.770205 Edm = 4.61933 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297572.5967844 Edm = 3.53937 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297566.2208971 Edm = 0.840456 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297565.0184289 Edm = 0.204848 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297564.7178844 Edm = 0.0597275 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297564.6853559 Edm = 0.00346584 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297564.6790421 Edm = 0.00198825 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297564.6578314 Edm = 0.0111337 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297564.4888967 Edm = 0.108616 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297560.3757819 Edm = 0.815499 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297559.1643837 Edm = 0.0522242 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297559.0901434 Edm = 0.00205267 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297559.0865627 Edm = 0.00115906 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297559.0769435 Edm = 0.00913062 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297558.6936474 Edm = 0.338836 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297552.4719761 Edm = 3.33289 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297549.3809149 Edm = 2.21441 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297547.5329406 Edm = 0.472669 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297547.0093401 Edm = 0.364609 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297546.2970861 Edm = 0.449621 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297545.8383263 Edm = 0.113416 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297545.6575799 Edm = 0.0356395 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297545.5882352 Edm = 0.00589165 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297545.5796869 Edm = 0.000448982 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297545.5790387 Edm = 0.000370332 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297545.5784222 Edm = 0.00114222 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297545.5678815 Edm = 0.0106355 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297545.250324 Edm = 0.0223425 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297543.9601777 Edm = 2.60844 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297541.0974212 Edm = 3.81713 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297538.4059333 Edm = 2.26369 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297536.8547854 Edm = 1.90533 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297535.3225975 Edm = 0.669975 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297531.5304244 Edm = 4.56623 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297528.607175 Edm = 18.5152 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297519.1002161 Edm = 7.52856 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297517.6928323 Edm = 7.26012 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297509.2742599 Edm = 10.1764 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297506.9274309 Edm = 4.14643 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297502.2300814 Edm = 2.71147 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297498.6688015 Edm = 2.73634 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297497.4862945 Edm = 1.13938 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297497.1096226 Edm = 0.0866091 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297497.0135074 Edm = 0.0085759 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297497.0027671 Edm = 0.00096199 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297497.0011673 Edm = 0.000566318 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297496.9924365 Edm = 0.00831051 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297496.9578767 Edm = 0.0368958 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297496.9354076 Edm = 0.0212246 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297496.914339 Edm = 0.0182631 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297493.7375771 Edm = 1.39095 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297492.2060564 Edm = 0.329743 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297491.9903999 Edm = 0.177771 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297491.8830358 Edm = 0.0294007 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297491.7967084 Edm = 0.0271088 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297491.7154241 Edm = 0.0175515 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297491.7046135 Edm = 0.00585843 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297491.6976132 Edm = 0.00071324 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297491.6966001 Edm = 8.17193e-05 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297491.6964127 Edm = 0.000119838 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297491.6947409 Edm = 0.00168554 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297491.6243609 Edm = 0.0222689 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297491.1284933 Edm = 0.321425 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297490.7627804 Edm = 1.41797 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 297490.2518388 Edm = 0.278358 NCalls = 346 -VariableMetric: Iteration # 105 - FCN = 297490.0903546 Edm = 0.242249 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297489.866797 Edm = 0.0574255 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297489.6631742 Edm = 0.0511155 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297489.6085144 Edm = 0.0127739 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297489.5994327 Edm = 0.000700608 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297489.5983991 Edm = 0.000144339 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297489.5981542 Edm = 3.88132e-05 NCalls = 362 -VariableMetric: After Hessian - FCN = 297489.5981542 Edm = 1.69761 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297489.5981542 Edm = 1.69761 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297487.6630875 Edm = 68.4824 NCalls = 848 -VariableMetric: Iteration # 114 - FCN = 297487.0810979 Edm = 1.24107 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297486.6099448 Edm = 0.664118 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 297486.1171157 Edm = 0.0980381 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297486.0329734 Edm = 0.107735 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297485.9991072 Edm = 0.0350302 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297485.9620584 Edm = 0.017482 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297485.8552008 Edm = 0.108934 NCalls = 864 -VariableMetric: Iteration # 121 - FCN = 297485.7689144 Edm = 0.200526 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297485.6669495 Edm = 0.252121 NCalls = 873 -VariableMetric: Iteration # 123 - FCN = 297485.6031138 Edm = 0.113354 NCalls = 877 -VariableMetric: Iteration # 124 - FCN = 297485.2120339 Edm = 0.293 NCalls = 882 -VariableMetric: Iteration # 125 - FCN = 297485.0762016 Edm = 0.0736889 NCalls = 884 -VariableMetric: Iteration # 126 - FCN = 297484.9336376 Edm = 0.062628 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297484.8600752 Edm = 0.01971 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297484.8335619 Edm = 0.00895275 NCalls = 890 -VariableMetric: Iteration # 129 - FCN = 297484.8172293 Edm = 0.00695231 NCalls = 892 -VariableMetric: Iteration # 130 - FCN = 297484.8074951 Edm = 0.0067922 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297484.7385182 Edm = 0.019941 NCalls = 898 -VariableMetric: Iteration # 132 - FCN = 297484.690126 Edm = 0.0099355 NCalls = 900 -VariableMetric: Iteration # 133 - FCN = 297484.6694195 Edm = 0.00175073 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297484.6654864 Edm = 0.00171721 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297484.6619707 Edm = 0.000998007 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297484.660392 Edm = 0.000153767 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297484.6601945 Edm = 1.91668e-05 NCalls = 910 -VariableMetric: After Hessian - FCN = 297484.6601945 Edm = 0.00031016 NCalls = 1399 -VariableMetric: Iteration # 138 - FCN = 297484.6601945 Edm = 0.00031016 NCalls = 1399 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307568.7787452 Edm = 17.0241 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307568.7787452 Edm = 17.0241 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300335.5420267 Edm = 7.837 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300282.7928105 Edm = 230.779 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300235.461685 Edm = 4.93239 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299994.1366157 Edm = 197.944 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298004.0613161 Edm = 94.5872 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297868.5211752 Edm = 1.4472 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297866.6400935 Edm = 0.102464 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297861.2317782 Edm = 5.94031 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297854.9940167 Edm = 4.65244 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297818.2325296 Edm = 1.76954 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297815.7518723 Edm = 0.0829147 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297815.355613 Edm = 0.328963 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297749.1770218 Edm = 47.1666 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297524.1187198 Edm = 3.09092 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297521.1618325 Edm = 0.296238 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297520.7512608 Edm = 0.058903 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297520.5777707 Edm = 0.0933738 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297500.9006081 Edm = 18.1792 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297380.2919543 Edm = 31.8914 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297351.6271296 Edm = 9.26863 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297339.8403788 Edm = 0.784105 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297338.9255832 Edm = 0.0116918 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297338.8930339 Edm = 0.0123156 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297338.8262495 Edm = 0.0263851 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297338.4293049 Edm = 0.365473 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297293.5186051 Edm = 23.3484 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297268.200459 Edm = 24.3366 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297256.519539 Edm = 1.20963 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297254.0534915 Edm = 0.848236 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297252.7528343 Edm = 0.182966 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297252.0732744 Edm = 1.01518 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297245.4837413 Edm = 6.52332 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297245.4196826 Edm = 0.0811007 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297242.7073752 Edm = 2.82017 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297240.5801939 Edm = 1.51872 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297234.4591979 Edm = 0.04911 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297234.4216751 Edm = 0.0119276 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297234.4096872 Edm = 0.00404262 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297234.3030723 Edm = 0.104216 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297229.2056564 Edm = 0.166013 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297211.2232077 Edm = 2.12185 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297208.8624642 Edm = 0.525328 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297208.1773155 Edm = 0.138557 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297207.9349416 Edm = 0.116942 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297207.7512182 Edm = 0.034129 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297207.7087801 Edm = 0.00660472 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297207.6970288 Edm = 0.00542081 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297207.6803973 Edm = 0.0105042 NCalls = 150 -VariableMetric: Iteration # 49 - FCN = 297207.433867 Edm = 0.231443 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297206.7671864 Edm = 0.575711 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297196.2774506 Edm = 6.19263 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297191.0593483 Edm = 4.13893 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297189.0151962 Edm = 0.289264 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297188.8102998 Edm = 0.0178287 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297188.7874844 Edm = 0.00697976 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297188.764607 Edm = 0.0134175 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297188.7483507 Edm = 0.00266685 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297188.7450211 Edm = 0.00049008 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297188.7345265 Edm = 0.00995286 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297188.0119418 Edm = 0.72813 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297186.4679662 Edm = 1.41984 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297177.6857316 Edm = 0.900423 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297176.9055551 Edm = 0.0242075 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297176.8884814 Edm = 0.000994193 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297176.8874377 Edm = 0.000169306 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297176.8871066 Edm = 0.000156418 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297176.8841569 Edm = 0.00326452 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297176.7244235 Edm = 0.187866 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297176.7231516 Edm = 0.000181001 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297176.7174827 Edm = 0.00493701 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297176.2765007 Edm = 0.407925 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297173.2055063 Edm = 0.5299 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297172.723656 Edm = 0.0507949 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297172.6778217 Edm = 0.00667435 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297172.6720038 Edm = 0.000333438 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297172.6716471 Edm = 7.66368e-05 NCalls = 239 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315931.0452691 Edm = 152.686 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315931.0452691 Edm = 152.686 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298551.085612 Edm = 2.87658 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298346.989152 Edm = 0.948871 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 298248.9765563 Edm = 306.884 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 298244.1151599 Edm = 7.56097 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 297988.6455247 Edm = 45.7459 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 297875.1828739 Edm = 20.834 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 297855.3828709 Edm = 3.32632 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297848.7321432 Edm = 4.83121 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297720.6627011 Edm = 50.6036 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297624.8337237 Edm = 2.05982 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297622.1562453 Edm = 0.0645738 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297621.8629889 Edm = 0.201482 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297617.4405026 Edm = 3.19556 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297585.6375315 Edm = 3.54637 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297580.5087807 Edm = 0.157403 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297580.2276103 Edm = 0.0142861 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297579.8564532 Edm = 0.312214 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297557.7209755 Edm = 42.0771 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297553.1788957 Edm = 8.09126 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297551.5156161 Edm = 3.41974 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297541.4175279 Edm = 13.8602 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297540.8098397 Edm = 0.738921 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297539.5178343 Edm = 4.08233 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297462.2712866 Edm = 17.7053 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297435.6321977 Edm = 2.10974 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297433.6310708 Edm = 0.470455 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297433.370057 Edm = 0.0156706 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297433.3317786 Edm = 0.0100927 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297433.2377541 Edm = 0.0749352 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297392.960819 Edm = 2.63886 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297389.5694708 Edm = 0.165885 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297389.3376877 Edm = 0.0185057 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297389.2988498 Edm = 0.00485996 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297389.2847636 Edm = 0.00781818 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297388.8692847 Edm = 0.336711 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297366.8338782 Edm = 6.84742 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297356.6883712 Edm = 0.460026 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297356.3120299 Edm = 0.0155879 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297356.2947828 Edm = 0.00175749 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297356.2723752 Edm = 0.0185123 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297355.0706177 Edm = 1.17007 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297354.482931 Edm = 0.480161 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297339.7521558 Edm = 3.59651 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297332.3501119 Edm = 1.98522 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297330.0363185 Edm = 0.932084 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297329.5381101 Edm = 0.530655 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297329.0817529 Edm = 0.152948 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297328.8022404 Edm = 0.0356623 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297328.7541706 Edm = 0.0049889 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297328.7476423 Edm = 0.00246515 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297328.6806703 Edm = 0.0673149 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297328.4449267 Edm = 0.221148 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297306.3343438 Edm = 7.32163 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297299.6879384 Edm = 0.420841 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297299.2285242 Edm = 0.0271676 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297299.196287 Edm = 0.0012501 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297299.1941764 Edm = 0.000795008 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297299.1778303 Edm = 0.0171136 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297297.9708673 Edm = 0.213036 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297294.3644218 Edm = 0.589812 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297293.2012559 Edm = 0.271951 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297292.9905301 Edm = 0.0773483 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297292.8620766 Edm = 0.00493019 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297292.8569906 Edm = 0.00016403 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297292.8566545 Edm = 0.000234319 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297292.8453515 Edm = 0.0104707 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297291.9971351 Edm = 0.350383 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297291.5067922 Edm = 0.00555268 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297291.5027061 Edm = 0.000304117 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297291.5023452 Edm = 0.000106626 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297291.4989715 Edm = 0.00352192 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297291.3749933 Edm = 0.0249141 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297290.7302214 Edm = 0.257517 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297289.9247215 Edm = 0.0170028 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297289.9073616 Edm = 0.00198428 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297289.9053313 Edm = 0.00013596 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297289.9051586 Edm = 7.90956e-05 NCalls = 255 -VariableMetric: After Hessian - FCN = 297289.9051586 Edm = 2649.68 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297289.9051586 Edm = 2649.68 NCalls = 734 -VariableMetric: Iteration # 79 - FCN = 297284.4515646 Edm = 206.638 NCalls = 742 -VariableMetric: Iteration # 80 - FCN = 297284.2155594 Edm = 0.591479 NCalls = 744 -VariableMetric: Iteration # 81 - FCN = 297282.8338458 Edm = 0.387984 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297281.6689579 Edm = 1.27496 NCalls = 753 -VariableMetric: Iteration # 83 - FCN = 297281.6191821 Edm = 0.241236 NCalls = 755 -VariableMetric: Iteration # 84 - FCN = 297280.7419198 Edm = 1.05287 NCalls = 758 -VariableMetric: Iteration # 85 - FCN = 297279.1662753 Edm = 0.95802 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297277.8195773 Edm = 0.212365 NCalls = 764 -VariableMetric: Iteration # 87 - FCN = 297277.6456127 Edm = 0.0985107 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297277.5252089 Edm = 0.0241274 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297277.4329826 Edm = 0.019672 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297277.3854148 Edm = 0.0149872 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297277.3461372 Edm = 0.0204828 NCalls = 775 -VariableMetric: Iteration # 92 - FCN = 297277.2859698 Edm = 0.018119 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297277.2089905 Edm = 0.0243374 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297277.1136107 Edm = 0.0244225 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297277.0611699 Edm = 0.00747 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297277.0485718 Edm = 0.00175803 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 297277.044013 Edm = 0.000981404 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297277.0409427 Edm = 0.000946759 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297277.0392788 Edm = 7.8164e-05 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297277.0391378 Edm = 3.00429e-05 NCalls = 795 -VariableMetric: After Hessian - FCN = 297277.0391378 Edm = 6.62731e-05 NCalls = 1278 -VariableMetric: Iteration # 101 - FCN = 297277.0391378 Edm = 6.62731e-05 NCalls = 1278 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306075.7089972 Edm = 16.649 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306075.7089972 Edm = 16.649 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299310.5311191 Edm = 4.3287 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299293.5253773 Edm = 4.79258 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299282.3262445 Edm = 10.0724 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298822.0924011 Edm = 210.974 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298466.4364212 Edm = 27.4435 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298433.3956065 Edm = 7.7779 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298423.4437899 Edm = 9.15961 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298156.7883258 Edm = 109.337 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297901.3314705 Edm = 63.5536 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297844.9793778 Edm = 10.6097 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297834.4400833 Edm = 0.782139 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297833.5156281 Edm = 0.349675 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297824.4412933 Edm = 8.32044 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297543.5222122 Edm = 4.70395 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297538.8990823 Edm = 0.0726728 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297538.7883502 Edm = 0.0428785 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297536.2832896 Edm = 2.54939 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297524.9225746 Edm = 10.2844 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297357.9197634 Edm = 6.38823 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297348.7229431 Edm = 0.736479 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297347.5741675 Edm = 0.0281924 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297347.530215 Edm = 0.0142076 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297346.6327207 Edm = 0.885896 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297325.0584457 Edm = 3.51831 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297267.3854763 Edm = 15.3586 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297256.219179 Edm = 4.43963 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297252.0991854 Edm = 3.36443 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297249.1778309 Edm = 0.474348 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297248.4644104 Edm = 0.0835699 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297248.3318082 Edm = 0.00920823 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297248.2724827 Edm = 0.0480654 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297242.4106657 Edm = 4.55847 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297213.9661441 Edm = 6.37629 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297207.5007824 Edm = 1.3133 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297206.1695354 Edm = 0.205255 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297205.9421265 Edm = 0.0318075 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297205.9017505 Edm = 0.00193665 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297205.8928041 Edm = 0.00660484 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297204.6862466 Edm = 1.05386 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297196.5057273 Edm = 2.8299 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297194.8337646 Edm = 0.180354 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297194.5695676 Edm = 0.00339053 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297194.5652802 Edm = 0.000780591 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297194.5629368 Edm = 0.0014793 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297194.5359092 Edm = 0.029631 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297192.4435821 Edm = 0.6357 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297187.4344295 Edm = 2.73085 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297182.9695807 Edm = 2.4303 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297181.6519663 Edm = 1.65075 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297179.9284743 Edm = 0.946836 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297178.7910916 Edm = 0.75235 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297177.4995685 Edm = 1.1188 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297176.6440316 Edm = 0.71561 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297175.7595338 Edm = 0.269168 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297175.4405692 Edm = 0.0174229 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297175.418216 Edm = 0.0047058 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297175.4123249 Edm = 0.0118236 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297175.3410096 Edm = 0.0867806 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297172.5845304 Edm = 2.52091 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297159.7846728 Edm = 27.3774 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297154.6202383 Edm = 2.39823 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297151.3890089 Edm = 0.363156 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297151.1082114 Edm = 0.0160667 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297151.0928018 Edm = 0.000674595 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297151.0917447 Edm = 0.000516981 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297151.084789 Edm = 0.00662194 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297150.8482727 Edm = 0.202315 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297148.9114615 Edm = 0.333502 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297148.6077708 Edm = 0.00451214 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297148.6037601 Edm = 0.000148328 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297148.6029891 Edm = 0.000651809 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297148.5016128 Edm = 0.097566 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297146.4684686 Edm = 0.185537 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297146.2762725 Edm = 0.000933372 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297146.2753432 Edm = 8.49576e-05 NCalls = 243 -VariableMetric: After Hessian - FCN = 297146.2753432 Edm = 3668.48 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297146.2753432 Edm = 3668.48 NCalls = 714 -VariableMetric: Iteration # 77 - FCN = 297143.8003623 Edm = 1291.89 NCalls = 722 -VariableMetric: Iteration # 78 - FCN = 297143.4243585 Edm = 0.282187 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297141.7700441 Edm = 2.1556 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297137.4500809 Edm = 0.512474 NCalls = 730 -VariableMetric: Iteration # 81 - FCN = 297135.7844589 Edm = 1.52229 NCalls = 732 -VariableMetric: Iteration # 82 - FCN = 297133.4433069 Edm = 0.485885 NCalls = 736 -VariableMetric: Iteration # 83 - FCN = 297132.8244782 Edm = 0.543151 NCalls = 738 -VariableMetric: Iteration # 84 - FCN = 297132.0364363 Edm = 0.575274 NCalls = 740 -VariableMetric: Iteration # 85 - FCN = 297131.1088569 Edm = 0.117896 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297130.826266 Edm = 0.123412 NCalls = 745 -VariableMetric: Iteration # 87 - FCN = 297130.4943663 Edm = 0.0243959 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297130.4454066 Edm = 0.0292791 NCalls = 750 -VariableMetric: Iteration # 89 - FCN = 297130.1415707 Edm = 0.0379911 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297130.0963683 Edm = 0.0068967 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297130.0527342 Edm = 0.0181693 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297130.0293075 Edm = 0.00306889 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297130.0110621 Edm = 0.011789 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297129.9646736 Edm = 0.00674343 NCalls = 766 -VariableMetric: Iteration # 95 - FCN = 297129.9324267 Edm = 0.017363 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297129.8813823 Edm = 0.00913473 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297129.796996 Edm = 0.0336037 NCalls = 773 -VariableMetric: Iteration # 98 - FCN = 297129.7266972 Edm = 0.00600357 NCalls = 775 -VariableMetric: Iteration # 99 - FCN = 297129.620205 Edm = 0.0339117 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297129.5528019 Edm = 0.0131584 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297129.3284782 Edm = 0.0923324 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297129.1456823 Edm = 0.0126795 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297129.1098934 Edm = 0.0123636 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297129.0448212 Edm = 0.0269738 NCalls = 791 -VariableMetric: Iteration # 105 - FCN = 297128.9784498 Edm = 0.0161961 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297128.9594049 Edm = 0.00549273 NCalls = 795 -VariableMetric: Iteration # 107 - FCN = 297128.9382584 Edm = 0.0153454 NCalls = 797 -VariableMetric: Iteration # 108 - FCN = 297128.8661487 Edm = 0.00896148 NCalls = 799 -VariableMetric: Iteration # 109 - FCN = 297128.8526718 Edm = 0.00273895 NCalls = 801 -VariableMetric: Iteration # 110 - FCN = 297128.7993423 Edm = 0.0292321 NCalls = 805 -VariableMetric: Iteration # 111 - FCN = 297128.6960043 Edm = 0.0148306 NCalls = 808 -VariableMetric: Iteration # 112 - FCN = 297128.6815387 Edm = 0.00314192 NCalls = 809 -VariableMetric: Iteration # 113 - FCN = 297128.6749169 Edm = 0.0031843 NCalls = 811 -VariableMetric: Iteration # 114 - FCN = 297128.6558972 Edm = 0.00554575 NCalls = 814 -VariableMetric: Iteration # 115 - FCN = 297128.646649 Edm = 0.000652957 NCalls = 816 -VariableMetric: Iteration # 116 - FCN = 297128.6457994 Edm = 0.000152758 NCalls = 818 -VariableMetric: Iteration # 117 - FCN = 297128.6443573 Edm = 0.000566038 NCalls = 821 -VariableMetric: Iteration # 118 - FCN = 297128.6431752 Edm = 5.95605e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297128.6431752 Edm = 0.00167296 NCalls = 1296 -VariableMetric: Iteration # 119 - FCN = 297128.6431752 Edm = 0.00167296 NCalls = 1296 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303895.3170581 Edm = 18.0293 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303895.3170581 Edm = 18.0293 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298813.514065 Edm = 2.5492 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298776.7182267 Edm = 30.4602 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298763.7773165 Edm = 6.13818 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298157.5762913 Edm = 136.265 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297705.724579 Edm = 24.4362 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297675.9980565 Edm = 0.312403 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297675.4019479 Edm = 0.120278 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297661.34564 Edm = 16.5688 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297657.4923696 Edm = 3.66958 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297653.305191 Edm = 3.37224 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297510.5044395 Edm = 11.5518 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297497.2658815 Edm = 0.247721 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297496.805658 Edm = 0.207413 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297488.8482805 Edm = 6.71468 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297340.3576795 Edm = 4.56803 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297335.7551318 Edm = 0.244965 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297335.3293453 Edm = 0.031346 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297335.2480905 Edm = 0.0421181 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297327.2551031 Edm = 7.17198 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297275.5339298 Edm = 4.77212 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297268.9934033 Edm = 1.54075 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297267.097598 Edm = 0.467634 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297266.6403756 Edm = 0.0495839 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297266.5911888 Edm = 0.00300214 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297266.5762871 Edm = 0.0112778 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297266.1832905 Edm = 0.314684 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297253.0835016 Edm = 6.16574 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297240.3787402 Edm = 6.25598 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297238.4706303 Edm = 1.41224 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297235.8532 Edm = 1.57628 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297233.1714351 Edm = 1.16377 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297228.0415222 Edm = 0.753179 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297227.30143 Edm = 1.12693 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297226.0744291 Edm = 0.904034 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297224.3708065 Edm = 0.365342 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297224.1014674 Edm = 0.191899 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297223.7494556 Edm = 0.0585299 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297223.6642046 Edm = 0.0223469 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297223.640112 Edm = 0.00788677 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297223.5947173 Edm = 0.0381997 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297222.5726886 Edm = 0.777645 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297216.7576774 Edm = 4.75264 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297208.7767287 Edm = 7.82638 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297197.7068621 Edm = 35.5781 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297195.7227711 Edm = 1.92444 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297188.9883247 Edm = 2.44892 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297185.5796074 Edm = 0.426594 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297184.8171325 Edm = 0.269333 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297183.7191621 Edm = 0.335891 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297183.3165793 Edm = 0.0468888 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297183.2644813 Edm = 0.00468275 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297183.2599063 Edm = 0.000918157 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297183.2545464 Edm = 0.00303489 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297182.6579335 Edm = 0.552401 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297174.9116872 Edm = 0.771366 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297174.2236896 Edm = 0.121501 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297174.1470474 Edm = 0.0138778 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297174.1359817 Edm = 0.00139833 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297174.1339023 Edm = 0.000850779 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297174.1192737 Edm = 0.0126588 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297171.2486606 Edm = 1.96785 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297166.233893 Edm = 0.376461 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297165.9262119 Edm = 0.0797064 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297165.7876225 Edm = 0.0535573 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297165.5622865 Edm = 0.112713 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297165.1350548 Edm = 0.0566015 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297165.0123074 Edm = 0.276826 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297164.9813108 Edm = 0.0057062 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297164.9765512 Edm = 0.000931114 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297164.9755401 Edm = 0.000342547 NCalls = 213 -VariableMetric: Iteration # 71 - FCN = 297164.9747441 Edm = 0.000202997 NCalls = 215 -VariableMetric: Iteration # 72 - FCN = 297164.9733064 Edm = 0.00115205 NCalls = 218 -VariableMetric: Iteration # 73 - FCN = 297164.7754766 Edm = 0.180284 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297163.0532047 Edm = 0.510374 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297162.642131 Edm = 0.150277 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297162.4665063 Edm = 0.0272463 NCalls = 232 -VariableMetric: Iteration # 77 - FCN = 297162.4350806 Edm = 0.00603723 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297162.429017 Edm = 0.00137351 NCalls = 237 -VariableMetric: Iteration # 79 - FCN = 297162.427261 Edm = 0.000109539 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297162.4270153 Edm = 0.000126101 NCalls = 241 -VariableMetric: Iteration # 81 - FCN = 297162.4238671 Edm = 0.00345882 NCalls = 245 -VariableMetric: Iteration # 82 - FCN = 297162.3309053 Edm = 0.112067 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297162.3304444 Edm = 0.000283104 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297162.3241222 Edm = 0.009394 NCalls = 259 -VariableMetric: Iteration # 85 - FCN = 297162.2814085 Edm = 0.0371207 NCalls = 266 -VariableMetric: Iteration # 86 - FCN = 297161.3770078 Edm = 0.565098 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297161.3240419 Edm = 0.0806503 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297160.7310604 Edm = 0.336146 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297160.0410662 Edm = 0.332775 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297159.5432818 Edm = 0.121734 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297159.4241781 Edm = 0.0474232 NCalls = 282 -VariableMetric: Iteration # 92 - FCN = 297159.372047 Edm = 0.0479008 NCalls = 284 -VariableMetric: Iteration # 93 - FCN = 297159.3288625 Edm = 0.027038 NCalls = 287 -VariableMetric: Iteration # 94 - FCN = 297159.2883767 Edm = 0.00553022 NCalls = 289 -VariableMetric: Iteration # 95 - FCN = 297159.2789557 Edm = 0.00560572 NCalls = 292 -VariableMetric: Iteration # 96 - FCN = 297159.2386038 Edm = 0.0491759 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297159.23043 Edm = 0.0554471 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297159.2210141 Edm = 0.0154292 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297159.1819668 Edm = 0.0650859 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297159.1295939 Edm = 0.0869104 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297158.9632241 Edm = 0.0745626 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297158.8397491 Edm = 0.0448404 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297158.8137798 Edm = 0.0119333 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297158.8056242 Edm = 0.00175611 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297158.8041601 Edm = 0.000261336 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297158.8034143 Edm = 0.000411867 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297158.8014518 Edm = 0.000954181 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297158.7879146 Edm = 0.0133718 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297157.3362606 Edm = 0.269923 NCalls = 341 -VariableMetric: Iteration # 110 - FCN = 297155.698342 Edm = 0.686672 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297155.0505985 Edm = 0.113592 NCalls = 345 -VariableMetric: Iteration # 112 - FCN = 297154.9592355 Edm = 0.012365 NCalls = 347 -VariableMetric: Iteration # 113 - FCN = 297154.9498852 Edm = 0.00126518 NCalls = 349 -VariableMetric: Iteration # 114 - FCN = 297154.9487376 Edm = 9.60098e-05 NCalls = 350 -VariableMetric: Iteration # 115 - FCN = 297154.9486601 Edm = 2.56145e-05 NCalls = 352 -VariableMetric: After Hessian - FCN = 297154.9486601 Edm = 263.348 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297154.9486601 Edm = 263.348 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297154.0148329 Edm = 1.52314 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297151.8640369 Edm = 0.176404 NCalls = 838 -VariableMetric: Iteration # 119 - FCN = 297151.5104794 Edm = 0.0803864 NCalls = 840 -VariableMetric: Iteration # 120 - FCN = 297151.4105796 Edm = 0.0460375 NCalls = 842 -VariableMetric: Iteration # 121 - FCN = 297151.3208555 Edm = 0.0359878 NCalls = 844 -VariableMetric: Iteration # 122 - FCN = 297151.2673051 Edm = 0.0928089 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297151.1875539 Edm = 0.0306742 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297151.1118952 Edm = 0.022366 NCalls = 852 -VariableMetric: Iteration # 125 - FCN = 297151.0795007 Edm = 0.0254806 NCalls = 854 -VariableMetric: Iteration # 126 - FCN = 297151.0658404 Edm = 0.00563236 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297151.0547055 Edm = 0.00769385 NCalls = 859 -VariableMetric: Iteration # 128 - FCN = 297151.0403863 Edm = 0.00548051 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297151.0308721 Edm = 0.00426651 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297151.0257964 Edm = 0.00312162 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297151.0158573 Edm = 0.0053963 NCalls = 871 -VariableMetric: Iteration # 132 - FCN = 297151.0028045 Edm = 0.00269847 NCalls = 873 -VariableMetric: Iteration # 133 - FCN = 297150.9991242 Edm = 0.00238283 NCalls = 875 -VariableMetric: Iteration # 134 - FCN = 297150.9979875 Edm = 0.000418009 NCalls = 877 -VariableMetric: Iteration # 135 - FCN = 297150.9970811 Edm = 0.000172756 NCalls = 879 -VariableMetric: Iteration # 136 - FCN = 297150.9962238 Edm = 0.000290914 NCalls = 881 -VariableMetric: Iteration # 137 - FCN = 297150.9952337 Edm = 0.000250666 NCalls = 883 -VariableMetric: Iteration # 138 - FCN = 297150.9942976 Edm = 0.000495931 NCalls = 885 -VariableMetric: Iteration # 139 - FCN = 297150.9927532 Edm = 0.000691979 NCalls = 887 -VariableMetric: Iteration # 140 - FCN = 297150.9906701 Edm = 0.000493558 NCalls = 889 -VariableMetric: Iteration # 141 - FCN = 297150.989605 Edm = 0.000147962 NCalls = 891 -VariableMetric: Iteration # 142 - FCN = 297150.9892807 Edm = 2.02551e-05 NCalls = 893 -VariableMetric: After Hessian - FCN = 297150.9892807 Edm = 0.00520383 NCalls = 1374 -VariableMetric: Iteration # 143 - FCN = 297150.9892807 Edm = 0.00520383 NCalls = 1374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 337004.3433844 Edm = 876.154 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 337004.3433844 Edm = 876.154 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305389.273699 Edm = 22.1771 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305032.8881109 Edm = 1930.01 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304685.405528 Edm = 2023.91 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304521.7132341 Edm = 467.447 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 304373.6517905 Edm = 13.45 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 304358.5515269 Edm = 11.7479 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 301202.4287929 Edm = 265.423 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 300239.0087959 Edm = 867.141 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 300029.583709 Edm = 701.957 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 299349.4286482 Edm = 824.806 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298400.6497234 Edm = 103.57 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298293.9589385 Edm = 2.5413 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298287.4397887 Edm = 0.887002 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298268.4454193 Edm = 15.6596 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297841.2179497 Edm = 72.1311 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297761.1206568 Edm = 16.9859 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297751.2141659 Edm = 1.06977 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297747.9346608 Edm = 0.859471 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297745.7835246 Edm = 1.26513 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297703.9131407 Edm = 7.30292 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297695.4697459 Edm = 0.362783 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297695.1273623 Edm = 0.0570049 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297694.7487729 Edm = 0.360467 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297671.3055023 Edm = 17.752 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297570.735838 Edm = 14.9106 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297556.5401181 Edm = 1.089 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297555.4464878 Edm = 0.0504966 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297555.3668517 Edm = 0.0276718 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297537.0252496 Edm = 20.3314 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297536.9083124 Edm = 0.0811464 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297527.7421816 Edm = 8.72805 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297390.3061182 Edm = 75.8872 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297363.5544769 Edm = 5.29589 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297357.7030288 Edm = 0.370695 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297357.4676555 Edm = 0.0696967 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297357.408054 Edm = 0.00679929 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297357.370165 Edm = 0.0392005 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297356.592079 Edm = 0.68474 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297348.3461059 Edm = 0.835363 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297346.7415181 Edm = 0.0468443 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297346.6555691 Edm = 0.00845644 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297346.640796 Edm = 0.00190749 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297346.5179426 Edm = 0.0964838 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297343.1856043 Edm = 2.52137 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297328.784649 Edm = 2.58677 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297326.3056579 Edm = 0.247893 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297326.0921239 Edm = 0.00635424 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297326.0842401 Edm = 0.00189064 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297326.0661803 Edm = 0.0199848 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297325.6347262 Edm = 0.377578 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297303.9400908 Edm = 1.43856 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297302.6834308 Edm = 1.50582 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297300.6086058 Edm = 0.663121 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297298.2857546 Edm = 0.911552 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297297.652791 Edm = 0.555149 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297296.8881573 Edm = 0.287166 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297295.6171824 Edm = 0.430871 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297294.9394354 Edm = 0.287937 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297294.6418582 Edm = 0.100203 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297294.5680639 Edm = 0.00683001 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297294.5569452 Edm = 0.00179497 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297294.5463811 Edm = 0.00716073 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297294.3383024 Edm = 0.159976 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297293.2512519 Edm = 1.42484 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297292.7990333 Edm = 2.55921 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297291.2911663 Edm = 2.16833 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297287.7062891 Edm = 3.83893 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297283.9528919 Edm = 2.76958 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297275.407038 Edm = 0.76106 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297274.3627254 Edm = 1.24003 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297273.726349 Edm = 0.213996 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297273.0349004 Edm = 0.230384 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297272.6630226 Edm = 0.0829018 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297272.6005555 Edm = 0.00686988 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297272.5887272 Edm = 0.0046224 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297272.5671282 Edm = 0.0150116 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297272.26774 Edm = 0.0945397 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297272.0344024 Edm = 0.0545579 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297271.9533894 Edm = 0.105528 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297271.7479185 Edm = 0.123469 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297271.7242358 Edm = 0.0938222 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297271.260383 Edm = 0.401117 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297270.6331578 Edm = 0.550567 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297270.2000972 Edm = 2.95767 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297268.6944903 Edm = 0.356557 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297268.1220322 Edm = 0.156539 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297267.9466852 Edm = 0.0150898 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297267.9260841 Edm = 0.0030032 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297267.9201786 Edm = 0.00201636 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297267.9142738 Edm = 0.00329376 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297267.7970647 Edm = 0.122769 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297267.7947375 Edm = 0.0127695 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297267.7652467 Edm = 0.0332469 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297266.8927495 Edm = 2.85263 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297266.8886729 Edm = 0.00710968 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297266.8547209 Edm = 0.037465 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297265.169784 Edm = 1.40983 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297262.3712611 Edm = 0.749574 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297261.4619456 Edm = 1.55065 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297261.0205379 Edm = 0.0931824 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297260.8891505 Edm = 0.0111621 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297260.8493275 Edm = 0.0120725 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297260.6739358 Edm = 0.109006 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297258.7335098 Edm = 0.962052 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297256.6712693 Edm = 0.749707 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297255.639894 Edm = 0.744944 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297255.1286798 Edm = 0.261906 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297254.8675597 Edm = 0.146712 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297254.7745007 Edm = 0.0301561 NCalls = 353 -VariableMetric: Iteration # 110 - FCN = 297254.7355562 Edm = 0.0104042 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297254.679289 Edm = 0.0591887 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297254.6437681 Edm = 0.0240456 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297254.6188636 Edm = 0.0172474 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297254.6018801 Edm = 0.00767617 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297254.578358 Edm = 0.0157191 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297254.5553834 Edm = 0.0323256 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297254.5209798 Edm = 0.0143912 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297254.5024982 Edm = 0.00413697 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297254.4964583 Edm = 0.00168794 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297254.493896 Edm = 0.00182533 NCalls = 386 -VariableMetric: Iteration # 121 - FCN = 297254.4899915 Edm = 0.00277841 NCalls = 388 -VariableMetric: Iteration # 122 - FCN = 297254.4509792 Edm = 0.0403396 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297254.2992633 Edm = 0.15865 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297253.9393518 Edm = 1.75975 NCalls = 405 -VariableMetric: Iteration # 125 - FCN = 297252.8075171 Edm = 0.724931 NCalls = 410 -VariableMetric: Iteration # 126 - FCN = 297252.6453901 Edm = 1.24635 NCalls = 413 -VariableMetric: Iteration # 127 - FCN = 297247.1225908 Edm = 3.47856 NCalls = 418 -VariableMetric: Iteration # 128 - FCN = 297244.7443254 Edm = 1.17302 NCalls = 420 -VariableMetric: Iteration # 129 - FCN = 297243.6430876 Edm = 0.250079 NCalls = 422 -VariableMetric: Iteration # 130 - FCN = 297243.3747691 Edm = 0.171421 NCalls = 424 -VariableMetric: Iteration # 131 - FCN = 297243.0212843 Edm = 0.304619 NCalls = 426 -VariableMetric: Iteration # 132 - FCN = 297241.3099416 Edm = 0.78247 NCalls = 431 -VariableMetric: Iteration # 133 - FCN = 297239.9325356 Edm = 0.222492 NCalls = 434 -VariableMetric: Iteration # 134 - FCN = 297239.631922 Edm = 0.039116 NCalls = 436 -VariableMetric: Iteration # 135 - FCN = 297239.5911189 Edm = 0.00189524 NCalls = 438 -VariableMetric: Iteration # 136 - FCN = 297239.5894874 Edm = 9.06075e-05 NCalls = 440 -VariableMetric: Iteration # 137 - FCN = 297239.5892926 Edm = 0.000128458 NCalls = 442 -VariableMetric: Iteration # 138 - FCN = 297239.5851179 Edm = 0.00448102 NCalls = 447 -VariableMetric: Iteration # 139 - FCN = 297239.5006714 Edm = 0.0160463 NCalls = 454 -VariableMetric: Iteration # 140 - FCN = 297238.967289 Edm = 0.231137 NCalls = 456 -VariableMetric: Iteration # 141 - FCN = 297237.8940094 Edm = 0.215668 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297237.6516569 Edm = 0.0246507 NCalls = 461 -VariableMetric: Iteration # 143 - FCN = 297237.6221325 Edm = 0.00298556 NCalls = 463 -VariableMetric: Iteration # 144 - FCN = 297237.6195807 Edm = 0.000142173 NCalls = 465 -VariableMetric: Iteration # 145 - FCN = 297237.619432 Edm = 1.20037e-05 NCalls = 467 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335366.4038099 Edm = 2590.75 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335366.4038099 Edm = 2590.75 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305182.9155283 Edm = 4.29778 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305038.392212 Edm = 3.78988 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 305022.8862553 Edm = 23.5469 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 303844.7572503 Edm = 169.754 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 302832.7618002 Edm = 471.773 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 300278.0600422 Edm = 7004.95 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 300026.9855629 Edm = 1279.95 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298429.7429018 Edm = 1.26043 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298419.3271785 Edm = 2.76171 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298408.4941281 Edm = 3.42859 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298084.2973083 Edm = 128.953 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297507.2671476 Edm = 41.693 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297479.1863446 Edm = 19.881 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297471.6373662 Edm = 0.0685297 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297471.5040719 Edm = 0.0684883 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297469.5761597 Edm = 1.98956 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297420.7781977 Edm = 0.769386 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297402.2379761 Edm = 0.0602699 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297402.1568339 Edm = 0.00640061 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297402.0324552 Edm = 0.0936198 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297380.8543185 Edm = 17.5082 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297307.7305307 Edm = 0.996063 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297306.2685036 Edm = 0.0926141 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297306.152499 Edm = 0.00374549 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297306.1468892 Edm = 0.00230679 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297305.6759296 Edm = 0.411052 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297293.546256 Edm = 2.22814 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297290.6811345 Edm = 0.204423 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297290.4497643 Edm = 0.00525907 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297290.4434751 Edm = 0.000490686 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297290.3622572 Edm = 0.0734888 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297281.4108974 Edm = 1.81528 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297279.0028973 Edm = 0.0717942 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297278.92918 Edm = 0.00454053 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297278.9228171 Edm = 0.000653494 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297278.9206466 Edm = 0.00119749 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297278.6994439 Edm = 0.217182 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297262.6311604 Edm = 4.68147 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297256.6801868 Edm = 0.761334 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297256.3230575 Edm = 0.179038 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297256.1968231 Edm = 0.0140555 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297256.181969 Edm = 0.00156337 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297256.1792336 Edm = 0.000714514 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297256.1767665 Edm = 0.00115726 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297256.1509018 Edm = 0.0199636 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297254.4951586 Edm = 1.33864 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297245.9202503 Edm = 1.27699 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297244.9354637 Edm = 0.224395 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297244.8419867 Edm = 0.146059 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297244.7529892 Edm = 0.0331603 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297244.7057942 Edm = 0.00603294 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297244.6985793 Edm = 0.000787779 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297244.697326 Edm = 0.000536568 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297244.6851897 Edm = 0.0100104 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297243.8583789 Edm = 0.86008 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297243.6187771 Edm = 0.261588 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297243.4223325 Edm = 0.15077 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297241.2065728 Edm = 4.12464 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297239.9041233 Edm = 0.717907 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297237.7934647 Edm = 0.910218 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297237.7207124 Edm = 0.27337 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297237.3613118 Edm = 0.0938082 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297237.2321656 Edm = 0.0428985 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297237.1757997 Edm = 0.00327489 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297237.1724984 Edm = 0.000378887 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297237.1715616 Edm = 0.0011627 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297237.1505552 Edm = 0.0209373 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297236.900436 Edm = 0.192748 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297236.0953933 Edm = 0.772943 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297235.0348557 Edm = 0.502239 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297234.1004991 Edm = 0.143102 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297233.9475426 Edm = 0.0399961 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297233.9319334 Edm = 0.00339052 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297233.9294176 Edm = 8.64866e-05 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297233.9292786 Edm = 6.1288e-05 NCalls = 258 -VariableMetric: After Hessian - FCN = 297233.9292786 Edm = 3.95919 NCalls = 731 -VariableMetric: Iteration # 76 - FCN = 297233.9292786 Edm = 3.95919 NCalls = 731 -VariableMetric: Iteration # 77 - FCN = 297230.6085673 Edm = 38.5281 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297230.2258107 Edm = 1.37947 NCalls = 736 -VariableMetric: Iteration # 79 - FCN = 297229.6868588 Edm = 0.233604 NCalls = 739 -VariableMetric: Iteration # 80 - FCN = 297229.2556937 Edm = 0.0834417 NCalls = 742 -VariableMetric: Iteration # 81 - FCN = 297229.162841 Edm = 0.0327643 NCalls = 745 -VariableMetric: Iteration # 82 - FCN = 297229.1396566 Edm = 0.0248371 NCalls = 747 -VariableMetric: Iteration # 83 - FCN = 297229.120003 Edm = 0.0078761 NCalls = 750 -VariableMetric: Iteration # 84 - FCN = 297229.1047486 Edm = 0.00619401 NCalls = 752 -VariableMetric: Iteration # 85 - FCN = 297229.0972071 Edm = 0.00458795 NCalls = 754 -VariableMetric: Iteration # 86 - FCN = 297229.0879342 Edm = 0.0061826 NCalls = 757 -VariableMetric: Iteration # 87 - FCN = 297229.0794263 Edm = 0.0043115 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297229.0732277 Edm = 0.00323998 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297229.0694477 Edm = 0.00163138 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297229.0659162 Edm = 0.0013407 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297229.0642271 Edm = 0.000568504 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297229.0633232 Edm = 0.000430261 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297229.0623637 Edm = 0.00033897 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297229.0618373 Edm = 0.000158088 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297229.061698 Edm = 1.88208e-05 NCalls = 779 -VariableMetric: After Hessian - FCN = 297229.061698 Edm = 5.56815e-05 NCalls = 1264 -VariableMetric: Iteration # 96 - FCN = 297229.061698 Edm = 5.56815e-05 NCalls = 1264 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312554.6957438 Edm = 169 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312554.6957438 Edm = 169 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300023.0194373 Edm = 2.07619 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299905.2272141 Edm = 12.1168 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298775.7959163 Edm = 145.269 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 298756.3799282 Edm = 175.397 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298695.4634655 Edm = 189.743 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298633.8773678 Edm = 164.349 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298554.8319592 Edm = 19.2667 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298543.8222756 Edm = 2.1629 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298410.4615271 Edm = 44.9667 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298115.5362405 Edm = 19.015 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298098.2056387 Edm = 17.5821 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298044.4897133 Edm = 37.1926 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297954.0620097 Edm = 32.8265 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297942.9751857 Edm = 10.8852 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297924.7604304 Edm = 7.25165 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297918.1766918 Edm = 1.74123 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297915.8441017 Edm = 0.0482121 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297915.7700668 Edm = 0.0439736 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297902.1533689 Edm = 14.3752 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297737.5385149 Edm = 5.15984 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297736.6167186 Edm = 1.21044 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297733.7348588 Edm = 0.623877 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297732.9268642 Edm = 0.0741958 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297732.8367666 Edm = 0.0334202 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297728.8549328 Edm = 3.34778 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297700.4878441 Edm = 32.2125 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297696.4286154 Edm = 9.53609 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297650.0872048 Edm = 15.4893 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297617.2208994 Edm = 10.071 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297604.9102977 Edm = 6.58302 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297599.8164684 Edm = 1.89075 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297598.8497549 Edm = 0.247993 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297598.6574426 Edm = 0.0544923 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297598.6148373 Edm = 0.0186408 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297596.8452607 Edm = 1.55242 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297530.894166 Edm = 33.0609 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297496.0365308 Edm = 4.27234 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297490.972796 Edm = 0.28457 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297490.6546092 Edm = 0.0605837 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297490.5711874 Edm = 0.0125913 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297490.518165 Edm = 0.0367981 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297490.3262969 Edm = 0.0806619 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297489.1278416 Edm = 1.09986 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297470.3028545 Edm = 7.23006 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297461.271104 Edm = 1.00705 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297460.6971238 Edm = 0.581687 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297460.4095225 Edm = 0.0575032 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297460.3147844 Edm = 0.00757918 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297460.2991756 Edm = 0.00978161 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297460.085301 Edm = 0.179448 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297450.7837638 Edm = 27.2323 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297449.7794478 Edm = 0.759248 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297445.2440955 Edm = 3.42352 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297441.9089661 Edm = 6.03272 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297434.5423854 Edm = 3.46762 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297430.1969836 Edm = 2.26797 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297422.7907017 Edm = 1.22884 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297420.1010935 Edm = 0.182691 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297419.8856238 Edm = 0.0443277 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297419.7829081 Edm = 0.0174062 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297419.7604412 Edm = 0.00301512 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297419.754193 Edm = 0.00146413 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297419.7142599 Edm = 0.0374313 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297406.1395585 Edm = 4.70153 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297400.5545806 Edm = 2.57506 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297398.6742937 Edm = 0.191774 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297398.3684399 Edm = 0.0587562 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297398.2592269 Edm = 0.0326759 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297398.2380561 Edm = 0.00653145 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297398.2298778 Edm = 0.000460589 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297398.2284653 Edm = 0.00084916 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297398.2067315 Edm = 0.0169284 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297397.5664321 Edm = 0.545142 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297394.5851488 Edm = 1.32387 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297393.3486599 Edm = 0.287802 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297392.6835363 Edm = 1.30595 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297392.2283656 Edm = 1.14995 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297391.2236511 Edm = 2.03587 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297383.873097 Edm = 13.9531 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297383.4705743 Edm = 0.307504 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297382.7234597 Edm = 1.269 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297381.0700688 Edm = 0.754949 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297380.5027758 Edm = 0.125054 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297380.4221822 Edm = 0.012267 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297380.4088358 Edm = 0.00465905 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297380.3871716 Edm = 0.0192173 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297380.2120773 Edm = 0.091552 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297379.6435286 Edm = 0.442234 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297363.9607011 Edm = 5.06058 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297357.3287982 Edm = 0.480233 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297356.9263442 Edm = 0.0575296 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297356.8775382 Edm = 0.0118184 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297356.8665961 Edm = 0.000811533 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297356.8645352 Edm = 0.00104978 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297356.8122479 Edm = 0.050543 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297355.869841 Edm = 0.619992 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297352.1365561 Edm = 1.80367 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297349.9700314 Edm = 0.72479 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297349.393087 Edm = 0.081785 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297349.3330289 Edm = 0.00696342 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297349.3252101 Edm = 0.000397469 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 297349.3247111 Edm = 9.8678e-05 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 297349.3240462 Edm = 0.000575671 NCalls = 322 -VariableMetric: Iteration # 104 - FCN = 297349.2875505 Edm = 0.035691 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297348.3842515 Edm = 0.475942 NCalls = 333 -VariableMetric: Iteration # 106 - FCN = 297347.3218367 Edm = 0.281574 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297347.2117674 Edm = 0.125062 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297347.1021824 Edm = 0.0210775 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297347.0278312 Edm = 0.0342725 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297346.9700957 Edm = 0.0370082 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297346.9375947 Edm = 0.00930545 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297346.9241222 Edm = 0.00470226 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297346.9188097 Edm = 0.000722279 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297346.9179934 Edm = 9.1451e-05 NCalls = 356 -VariableMetric: Iteration # 115 - FCN = 297346.9178793 Edm = 3.18436e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297346.9178793 Edm = 346.961 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297346.9178793 Edm = 346.961 NCalls = 843 -VariableMetric: Iteration # 117 - FCN = 297343.4884668 Edm = 59.8925 NCalls = 849 -VariableMetric: Iteration # 118 - FCN = 297341.3155009 Edm = 14.6351 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297339.8415232 Edm = 1.63296 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297338.7613493 Edm = 2.14679 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297338.3133051 Edm = 0.528908 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297337.5000322 Edm = 0.258327 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297337.1934226 Edm = 0.0960392 NCalls = 864 -VariableMetric: Iteration # 124 - FCN = 297336.9757742 Edm = 0.102201 NCalls = 866 -VariableMetric: Iteration # 125 - FCN = 297336.800367 Edm = 0.0662717 NCalls = 868 -VariableMetric: Iteration # 126 - FCN = 297336.6337804 Edm = 0.0897693 NCalls = 870 -VariableMetric: Iteration # 127 - FCN = 297336.5327286 Edm = 0.0538195 NCalls = 872 -VariableMetric: Iteration # 128 - FCN = 297336.3829134 Edm = 0.101955 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297335.9728823 Edm = 0.404183 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297335.7810402 Edm = 0.461928 NCalls = 883 -VariableMetric: Iteration # 131 - FCN = 297335.2240378 Edm = 1.40352 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297334.7184969 Edm = 1.62519 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297333.9451482 Edm = 0.517535 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297333.3839181 Edm = 0.201496 NCalls = 897 -VariableMetric: Iteration # 135 - FCN = 297333.1131122 Edm = 0.0978577 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297332.9666096 Edm = 0.10426 NCalls = 901 -VariableMetric: Iteration # 137 - FCN = 297332.9144124 Edm = 0.0665704 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297332.7271555 Edm = 0.0439277 NCalls = 907 -VariableMetric: Iteration # 139 - FCN = 297332.6368164 Edm = 0.0557825 NCalls = 909 -VariableMetric: Iteration # 140 - FCN = 297332.5512719 Edm = 0.0441502 NCalls = 911 -VariableMetric: Iteration # 141 - FCN = 297332.4891736 Edm = 0.0374122 NCalls = 913 -VariableMetric: Iteration # 142 - FCN = 297332.4244684 Edm = 0.0330583 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297332.2995222 Edm = 0.0389036 NCalls = 917 -VariableMetric: Iteration # 144 - FCN = 297332.1096673 Edm = 0.0389207 NCalls = 921 -VariableMetric: Iteration # 145 - FCN = 297332.0537557 Edm = 0.0304982 NCalls = 924 -VariableMetric: Iteration # 146 - FCN = 297332.0244644 Edm = 0.00877008 NCalls = 926 -VariableMetric: Iteration # 147 - FCN = 297332.0115167 Edm = 0.0103065 NCalls = 929 -VariableMetric: Iteration # 148 - FCN = 297331.9995641 Edm = 0.00848976 NCalls = 931 -VariableMetric: Iteration # 149 - FCN = 297331.9712539 Edm = 0.0101231 NCalls = 934 -VariableMetric: Iteration # 150 - FCN = 297331.937839 Edm = 0.0240277 NCalls = 937 -VariableMetric: Iteration # 151 - FCN = 297331.9129878 Edm = 0.0280206 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297331.8805438 Edm = 0.00764551 NCalls = 944 -VariableMetric: Iteration # 153 - FCN = 297331.8706006 Edm = 0.00534584 NCalls = 946 -VariableMetric: Iteration # 154 - FCN = 297331.8629386 Edm = 0.00280516 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297331.8578264 Edm = 0.00244009 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297331.8553418 Edm = 0.00192596 NCalls = 954 -VariableMetric: Iteration # 157 - FCN = 297331.8533109 Edm = 0.000972193 NCalls = 956 -VariableMetric: Iteration # 158 - FCN = 297331.8522237 Edm = 0.00037243 NCalls = 958 -VariableMetric: Iteration # 159 - FCN = 297331.851575 Edm = 0.000358018 NCalls = 961 -VariableMetric: Iteration # 160 - FCN = 297331.8507009 Edm = 0.000550485 NCalls = 963 -VariableMetric: Iteration # 161 - FCN = 297331.8489099 Edm = 0.000701481 NCalls = 967 -VariableMetric: Iteration # 162 - FCN = 297331.8478098 Edm = 0.000461551 NCalls = 969 -VariableMetric: Iteration # 163 - FCN = 297331.8473591 Edm = 0.000320094 NCalls = 972 -VariableMetric: Iteration # 164 - FCN = 297331.8469089 Edm = 0.000173025 NCalls = 974 -VariableMetric: Iteration # 165 - FCN = 297331.8465982 Edm = 0.000223806 NCalls = 977 -VariableMetric: Iteration # 166 - FCN = 297331.8460987 Edm = 0.000452092 NCalls = 979 -VariableMetric: Iteration # 167 - FCN = 297331.8453618 Edm = 0.000612281 NCalls = 985 -VariableMetric: Iteration # 168 - FCN = 297331.8443015 Edm = 0.00267185 NCalls = 990 -VariableMetric: Iteration # 169 - FCN = 297331.8426368 Edm = 0.00177989 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297331.8370817 Edm = 0.00110178 NCalls = 1001 -VariableMetric: Iteration # 171 - FCN = 297331.8356999 Edm = 0.00170591 NCalls = 1003 -VariableMetric: Iteration # 172 - FCN = 297331.8351227 Edm = 0.000106493 NCalls = 1005 -VariableMetric: Iteration # 173 - FCN = 297331.834956 Edm = 6.23015e-05 NCalls = 1007 -VariableMetric: Iteration # 174 - FCN = 297331.8347449 Edm = 8.02721e-05 NCalls = 1009 -VariableMetric: Iteration # 175 - FCN = 297331.8344986 Edm = 0.000141902 NCalls = 1011 -VariableMetric: Iteration # 176 - FCN = 297331.8331855 Edm = 0.000753313 NCalls = 1015 -VariableMetric: Iteration # 177 - FCN = 297331.8314249 Edm = 0.00234589 NCalls = 1020 -VariableMetric: Iteration # 178 - FCN = 297331.8291305 Edm = 0.00225117 NCalls = 1023 -VariableMetric: Iteration # 179 - FCN = 297331.8281613 Edm = 0.000709663 NCalls = 1025 -VariableMetric: Iteration # 180 - FCN = 297331.8270065 Edm = 0.000631083 NCalls = 1027 -VariableMetric: Iteration # 181 - FCN = 297331.825556 Edm = 0.00098032 NCalls = 1030 -VariableMetric: Iteration # 182 - FCN = 297331.8241025 Edm = 0.00160182 NCalls = 1032 -VariableMetric: Iteration # 183 - FCN = 297331.8219653 Edm = 0.0013076 NCalls = 1036 -VariableMetric: Iteration # 184 - FCN = 297331.8209527 Edm = 0.00206777 NCalls = 1039 -VariableMetric: Iteration # 185 - FCN = 297331.8148857 Edm = 0.00460356 NCalls = 1043 -VariableMetric: Iteration # 186 - FCN = 297331.8090032 Edm = 0.00580894 NCalls = 1046 -VariableMetric: Iteration # 187 - FCN = 297331.8046717 Edm = 0.00238772 NCalls = 1048 -VariableMetric: Iteration # 188 - FCN = 297331.7998226 Edm = 0.00271447 NCalls = 1051 -VariableMetric: Iteration # 189 - FCN = 297331.7981013 Edm = 0.00172041 NCalls = 1053 -VariableMetric: Iteration # 190 - FCN = 297331.7954948 Edm = 0.000800722 NCalls = 1056 -VariableMetric: Iteration # 191 - FCN = 297331.7940404 Edm = 0.000205775 NCalls = 1058 -VariableMetric: Iteration # 192 - FCN = 297331.7937642 Edm = 0.000159201 NCalls = 1060 -VariableMetric: Iteration # 193 - FCN = 297331.7936427 Edm = 5.83089e-05 NCalls = 1062 -VariableMetric: After Hessian - FCN = 297331.7936427 Edm = 0.000193357 NCalls = 1555 -VariableMetric: Iteration # 194 - FCN = 297331.7936427 Edm = 0.000193357 NCalls = 1555 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306545.4377734 Edm = 8.05835 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306545.4377734 Edm = 8.05835 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302388.0330624 Edm = 2.36619 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302384.2294033 Edm = 7.05255 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302361.9073292 Edm = 24.0429 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302146.354587 Edm = 146.722 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300948.5088962 Edm = 298.647 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 300242.2504364 Edm = 219.861 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298928.5168383 Edm = 232.91 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 298925.1976391 Edm = 558.909 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 298914.7514375 Edm = 5.56399 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 298908.6746197 Edm = 2.20752 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 298771.8181193 Edm = 55.4338 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298584.7000109 Edm = 5.11717 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298571.221195 Edm = 3.71282 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298566.7854815 Edm = 1.01903 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 298565.8818788 Edm = 0.179057 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 298565.4340402 Edm = 0.271056 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 298539.1549128 Edm = 17.284 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 298464.7167423 Edm = 2.92052 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 298460.9587307 Edm = 0.497557 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 298460.0146182 Edm = 0.454575 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 298454.8503566 Edm = 4.61404 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 298168.3798705 Edm = 447.952 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 298129.6226185 Edm = 14.1683 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 298086.4585446 Edm = 29.1315 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297884.4708966 Edm = 22.1645 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297856.9378861 Edm = 2.5819 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297852.1399277 Edm = 1.22415 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297849.759125 Edm = 0.943814 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297848.334828 Edm = 0.0234664 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297848.3000139 Edm = 0.0121474 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297847.379738 Edm = 1.11354 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297847.0647066 Edm = 0.305365 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297845.1698644 Edm = 1.84239 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297791.3038105 Edm = 10.4603 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297758.2605429 Edm = 14.3229 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297751.6395558 Edm = 2.28949 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297749.2284314 Edm = 0.254872 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297749.0880164 Edm = 0.0509418 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297748.9954431 Edm = 0.0105793 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297748.9777728 Edm = 0.00533799 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297748.7492561 Edm = 0.226659 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297744.3809135 Edm = 3.07511 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297736.2479381 Edm = 0.0721556 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297736.1115984 Edm = 0.0144506 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297735.9953975 Edm = 0.0855325 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297727.4220337 Edm = 5.05627 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297709.9721842 Edm = 5.95351 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297702.5329405 Edm = 1.53257 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297700.2273088 Edm = 0.312148 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297699.9737089 Edm = 0.0316772 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297699.8990497 Edm = 0.0113686 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297699.8489792 Edm = 0.0413232 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297699.4144127 Edm = 0.327111 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297695.9255516 Edm = 2.68257 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297658.2936218 Edm = 9.82791 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297649.9723398 Edm = 3.73047 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297646.7793291 Edm = 1.01208 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297645.9759376 Edm = 1.71001 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297645.5583528 Edm = 0.231637 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297645.1115751 Edm = 0.153172 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297644.8575453 Edm = 0.0122691 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297644.8352682 Edm = 0.0067212 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297644.7891058 Edm = 0.0234065 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297644.3725761 Edm = 0.302395 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297640.0684361 Edm = 4.02063 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297623.0775254 Edm = 10.0742 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297613.0018267 Edm = 11.4281 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297593.8316551 Edm = 2.82599 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297591.5102773 Edm = 2.36109 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297589.7535709 Edm = 0.214179 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297589.5687799 Edm = 0.0204941 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297589.538268 Edm = 0.00516143 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297589.5250325 Edm = 0.00300164 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297589.5183793 Edm = 0.00133857 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297589.5158255 Edm = 0.000893042 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297589.5090603 Edm = 0.00472061 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297589.3961588 Edm = 0.086329 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297585.0002171 Edm = 2.08335 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297578.2803255 Edm = 1.04284 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297577.5460623 Edm = 0.170917 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297577.4017163 Edm = 0.0136023 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297577.3848419 Edm = 0.00205361 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297577.3809642 Edm = 0.000744538 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297577.377184 Edm = 0.00219141 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297577.3252494 Edm = 0.0558172 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297576.8457168 Edm = 0.430602 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297566.7866405 Edm = 2.24511 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297564.4354319 Edm = 0.436215 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297564.0732096 Edm = 0.0264541 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297564.0434894 Edm = 0.00276501 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297564.0407573 Edm = 0.000697532 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297564.0397624 Edm = 0.000743938 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297564.0270892 Edm = 0.00951972 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297563.6145982 Edm = 0.374389 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297559.1918128 Edm = 0.213322 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297558.9592326 Edm = 0.0025259 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297558.9564382 Edm = 9.85179e-05 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297558.956295 Edm = 6.95193e-05 NCalls = 307 -VariableMetric: After Hessian - FCN = 297558.956295 Edm = 172.88 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297558.956295 Edm = 172.88 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297556.1585882 Edm = 254.285 NCalls = 793 -VariableMetric: Iteration # 101 - FCN = 297554.86198 Edm = 1487.01 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297554.8360246 Edm = 70776.9 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297554.8332794 Edm = 59785.8 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297553.9215649 Edm = 36634.5 NCalls = 819 -VariableMetric: Iteration # 105 - FCN = 297553.1207368 Edm = 1272.43 NCalls = 824 -VariableMetric: Iteration # 106 - FCN = 297552.4769973 Edm = 1825.52 NCalls = 828 -VariableMetric: Iteration # 107 - FCN = 297551.7433122 Edm = 2614.15 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297551.1602212 Edm = 3824.06 NCalls = 835 -VariableMetric: Iteration # 109 - FCN = 297550.030088 Edm = 429.488 NCalls = 838 -VariableMetric: Iteration # 110 - FCN = 297549.8482749 Edm = 367.547 NCalls = 842 -VariableMetric: Iteration # 111 - FCN = 297549.1659946 Edm = 120.886 NCalls = 845 -VariableMetric: Iteration # 112 - FCN = 297548.2320222 Edm = 118.223 NCalls = 848 -VariableMetric: Iteration # 113 - FCN = 297548.1537531 Edm = 120.795 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297547.7960604 Edm = 93.7114 NCalls = 854 -VariableMetric: Iteration # 115 - FCN = 297547.5785024 Edm = 4.51226 NCalls = 857 -VariableMetric: Iteration # 116 - FCN = 297547.0403513 Edm = 3.99982 NCalls = 860 -VariableMetric: Iteration # 117 - FCN = 297546.7503831 Edm = 12.1748 NCalls = 862 -VariableMetric: Iteration # 118 - FCN = 297546.4895524 Edm = 3.78348 NCalls = 864 -VariableMetric: Iteration # 119 - FCN = 297546.3565906 Edm = 10.8431 NCalls = 866 -VariableMetric: Iteration # 120 - FCN = 297545.6736492 Edm = 6.16269 NCalls = 868 -VariableMetric: Iteration # 121 - FCN = 297545.5761617 Edm = 0.210626 NCalls = 870 -VariableMetric: Iteration # 122 - FCN = 297545.5560629 Edm = 0.208437 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297545.5324871 Edm = 1.39536 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297545.4287786 Edm = 0.540551 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297545.3870358 Edm = 0.183511 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297545.3398615 Edm = 0.0429763 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297545.3046188 Edm = 0.152348 NCalls = 884 -VariableMetric: Iteration # 128 - FCN = 297545.2966779 Edm = 0.0536249 NCalls = 886 -VariableMetric: Iteration # 129 - FCN = 297545.2806141 Edm = 0.00425744 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297545.2741211 Edm = 0.000504197 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297545.27348 Edm = 2.35075e-05 NCalls = 891 -VariableMetric: After Hessian - FCN = 297545.27348 Edm = 3.60861e-05 NCalls = 1384 -VariableMetric: Iteration # 132 - FCN = 297545.27348 Edm = 3.60861e-05 NCalls = 1384 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299348.2279094 Edm = 19.7098 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299348.2279094 Edm = 19.7098 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299063.8384326 Edm = 1.77146 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299030.3233428 Edm = 15.5054 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298298.1660778 Edm = 111.846 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298147.1336406 Edm = 1.73348 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298145.1118553 Edm = 0.158827 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298139.9771683 Edm = 6.30137 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298135.6817435 Edm = 3.44413 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297778.4353651 Edm = 31.5544 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297724.2045562 Edm = 0.791973 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297723.0336106 Edm = 0.170682 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297717.5519402 Edm = 5.09841 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297622.3233852 Edm = 41.9013 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297556.3758192 Edm = 2.09127 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297554.6021286 Edm = 0.0426745 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297554.5401612 Edm = 0.0238561 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297554.2527736 Edm = 0.243224 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297475.7503921 Edm = 7.2795 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297467.114064 Edm = 0.0691678 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297467.0091778 Edm = 0.0241293 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297466.7638984 Edm = 0.212441 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297454.8216867 Edm = 12.173 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297450.9759012 Edm = 3.52417 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297404.8123143 Edm = 9.66807 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297397.814112 Edm = 1.38957 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297395.8877985 Edm = 0.0848299 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297395.7898058 Edm = 0.00956663 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297395.774762 Edm = 0.00728883 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297395.3997787 Edm = 0.388431 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297388.1679404 Edm = 0.931118 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297370.4179353 Edm = 15.6325 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297350.4229357 Edm = 13.6543 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297342.3212324 Edm = 21.2594 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297331.6461115 Edm = 2.07592 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297329.3115739 Edm = 1.27671 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297328.5431932 Edm = 0.0913137 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297328.467901 Edm = 0.00462368 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297328.4606391 Edm = 0.0032885 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297328.4062538 Edm = 0.0548082 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297327.4378687 Edm = 0.910784 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297313.933252 Edm = 0.721008 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297313.1441802 Edm = 0.0113338 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297313.1321224 Edm = 0.000644987 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297313.1304333 Edm = 0.00072412 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297313.1264394 Edm = 0.0025201 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297312.8742339 Edm = 0.226751 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297308.506291 Edm = 0.774151 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297307.4792553 Edm = 0.0497235 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297307.4303902 Edm = 0.00329284 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297307.42708 Edm = 0.000348504 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297307.4264066 Edm = 0.000528717 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297307.4132954 Edm = 0.0132888 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297307.06356 Edm = 0.0305943 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297305.3168646 Edm = 0.284823 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297304.6865759 Edm = 0.00629924 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297304.6791629 Edm = 0.000152185 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297304.6786035 Edm = 0.00039256 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297304.6394014 Edm = 0.0369007 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297303.9735883 Edm = 0.152779 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297303.7910585 Edm = 0.00437684 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297303.785446 Edm = 0.000119379 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297303.7851837 Edm = 8.81253e-05 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297303.7836349 Edm = 0.00127711 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297303.5712104 Edm = 0.168113 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297302.7189412 Edm = 0.126979 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297302.5490926 Edm = 0.00292441 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297302.5461433 Edm = 7.33053e-05 NCalls = 211 -VariableMetric: After Hessian - FCN = 297302.5461433 Edm = 26367 NCalls = 680 -VariableMetric: Iteration # 67 - FCN = 297302.5461433 Edm = 26367 NCalls = 680 -VariableMetric: Iteration # 68 - FCN = 297294.3915571 Edm = 15279.6 NCalls = 689 -VariableMetric: Iteration # 69 - FCN = 297293.6578191 Edm = 0.139464 NCalls = 691 -VariableMetric: Iteration # 70 - FCN = 297292.4129012 Edm = 0.238488 NCalls = 694 -VariableMetric: Iteration # 71 - FCN = 297290.6756472 Edm = 1.24755 NCalls = 698 -VariableMetric: Iteration # 72 - FCN = 297288.67296 Edm = 1.30785 NCalls = 701 -VariableMetric: Iteration # 73 - FCN = 297287.3849545 Edm = 0.867304 NCalls = 703 -VariableMetric: Iteration # 74 - FCN = 297282.4238588 Edm = 2.76677 NCalls = 707 -VariableMetric: Iteration # 75 - FCN = 297280.5101025 Edm = 2.41827 NCalls = 709 -VariableMetric: Iteration # 76 - FCN = 297278.2229881 Edm = 2.4779 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297274.569748 Edm = 3.69196 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297269.834099 Edm = 4.25227 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297265.9243446 Edm = 2.03764 NCalls = 722 -VariableMetric: Iteration # 80 - FCN = 297263.9600355 Edm = 0.648634 NCalls = 724 -VariableMetric: Iteration # 81 - FCN = 297263.0244611 Edm = 1.01391 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297261.7126889 Edm = 0.419347 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297261.1533599 Edm = 0.0747946 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297260.6593358 Edm = 0.251099 NCalls = 735 -VariableMetric: Iteration # 85 - FCN = 297260.2755932 Edm = 0.0834086 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297260.1080391 Edm = 0.0857061 NCalls = 739 -VariableMetric: Iteration # 87 - FCN = 297259.709239 Edm = 0.107985 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297259.5317625 Edm = 0.0804723 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297259.1709866 Edm = 0.179861 NCalls = 748 -VariableMetric: Iteration # 90 - FCN = 297258.7924768 Edm = 0.0542836 NCalls = 750 -VariableMetric: Iteration # 91 - FCN = 297258.7277605 Edm = 0.0137279 NCalls = 752 -VariableMetric: Iteration # 92 - FCN = 297258.6208974 Edm = 0.0270485 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297258.5729562 Edm = 0.0129975 NCalls = 757 -VariableMetric: Iteration # 94 - FCN = 297258.5317895 Edm = 0.0217064 NCalls = 759 -VariableMetric: Iteration # 95 - FCN = 297258.4862061 Edm = 0.0195299 NCalls = 761 -VariableMetric: Iteration # 96 - FCN = 297258.4547801 Edm = 0.0088648 NCalls = 763 -VariableMetric: Iteration # 97 - FCN = 297258.4225345 Edm = 0.0191941 NCalls = 765 -VariableMetric: Iteration # 98 - FCN = 297258.327005 Edm = 0.00926753 NCalls = 767 -VariableMetric: Iteration # 99 - FCN = 297258.306957 Edm = 0.00734259 NCalls = 769 -VariableMetric: Iteration # 100 - FCN = 297258.2816535 Edm = 0.00952667 NCalls = 771 -VariableMetric: Iteration # 101 - FCN = 297258.2653161 Edm = 0.00502048 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297258.2331653 Edm = 0.0134151 NCalls = 776 -VariableMetric: Iteration # 103 - FCN = 297258.2102359 Edm = 0.00109076 NCalls = 778 -VariableMetric: Iteration # 104 - FCN = 297258.2074069 Edm = 0.00122764 NCalls = 780 -VariableMetric: Iteration # 105 - FCN = 297258.2020426 Edm = 0.000556924 NCalls = 782 -VariableMetric: Iteration # 106 - FCN = 297258.2006554 Edm = 0.000710389 NCalls = 784 -VariableMetric: Iteration # 107 - FCN = 297258.194642 Edm = 0.000409904 NCalls = 787 -VariableMetric: Iteration # 108 - FCN = 297258.1940964 Edm = 0.000116992 NCalls = 789 -VariableMetric: Iteration # 109 - FCN = 297258.1864953 Edm = 0.0055473 NCalls = 794 -VariableMetric: Iteration # 110 - FCN = 297258.1525236 Edm = 0.0209066 NCalls = 798 -VariableMetric: Iteration # 111 - FCN = 297258.1095448 Edm = 0.0372983 NCalls = 800 -VariableMetric: Iteration # 112 - FCN = 297258.083983 Edm = 0.043896 NCalls = 802 -VariableMetric: Iteration # 113 - FCN = 297258.0784664 Edm = 0.00126959 NCalls = 804 -VariableMetric: Iteration # 114 - FCN = 297258.0761124 Edm = 0.000859562 NCalls = 806 -VariableMetric: Iteration # 115 - FCN = 297258.0697926 Edm = 0.00541999 NCalls = 809 -VariableMetric: Iteration # 116 - FCN = 297258.0238438 Edm = 0.0520363 NCalls = 813 -VariableMetric: Iteration # 117 - FCN = 297257.8686283 Edm = 0.0285819 NCalls = 818 -VariableMetric: Iteration # 118 - FCN = 297257.83175 Edm = 0.0286995 NCalls = 821 -VariableMetric: Iteration # 119 - FCN = 297257.7905742 Edm = 0.0506708 NCalls = 823 -VariableMetric: Iteration # 120 - FCN = 297257.4543299 Edm = 0.405492 NCalls = 828 -VariableMetric: Iteration # 121 - FCN = 297257.0681112 Edm = 0.260695 NCalls = 832 -VariableMetric: Iteration # 122 - FCN = 297256.6607519 Edm = 0.0357745 NCalls = 835 -VariableMetric: Iteration # 123 - FCN = 297256.6067481 Edm = 0.0272902 NCalls = 837 -VariableMetric: Iteration # 124 - FCN = 297256.1864021 Edm = 0.396038 NCalls = 841 -VariableMetric: Iteration # 125 - FCN = 297254.7235022 Edm = 0.942405 NCalls = 843 -VariableMetric: Iteration # 126 - FCN = 297254.3577098 Edm = 0.287876 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297254.1606645 Edm = 0.149364 NCalls = 847 -VariableMetric: Iteration # 128 - FCN = 297254.0250593 Edm = 0.0401367 NCalls = 849 -VariableMetric: Iteration # 129 - FCN = 297253.9368907 Edm = 0.022545 NCalls = 851 -VariableMetric: Iteration # 130 - FCN = 297253.8452836 Edm = 0.0365917 NCalls = 853 -VariableMetric: Iteration # 131 - FCN = 297253.5990532 Edm = 0.0861096 NCalls = 856 -VariableMetric: Iteration # 132 - FCN = 297253.1946889 Edm = 0.103641 NCalls = 860 -VariableMetric: Iteration # 133 - FCN = 297253.1235013 Edm = 0.0830857 NCalls = 862 -VariableMetric: Iteration # 134 - FCN = 297253.0600205 Edm = 0.00478077 NCalls = 864 -VariableMetric: Iteration # 135 - FCN = 297253.0527949 Edm = 0.00227876 NCalls = 866 -VariableMetric: Iteration # 136 - FCN = 297253.0448876 Edm = 0.00485224 NCalls = 868 -VariableMetric: Iteration # 137 - FCN = 297253.0161718 Edm = 0.0240239 NCalls = 871 -VariableMetric: Iteration # 138 - FCN = 297252.8593067 Edm = 0.0520283 NCalls = 875 -VariableMetric: Iteration # 139 - FCN = 297252.8116904 Edm = 0.00639095 NCalls = 876 -VariableMetric: Iteration # 140 - FCN = 297252.8050016 Edm = 0.00123943 NCalls = 878 -VariableMetric: Iteration # 141 - FCN = 297252.7996722 Edm = 0.00400812 NCalls = 881 -VariableMetric: Iteration # 142 - FCN = 297252.7115906 Edm = 0.0400525 NCalls = 885 -VariableMetric: Iteration # 143 - FCN = 297252.6159421 Edm = 0.0125467 NCalls = 887 -VariableMetric: Iteration # 144 - FCN = 297252.5781184 Edm = 0.0309847 NCalls = 889 -VariableMetric: Iteration # 145 - FCN = 297252.5075638 Edm = 0.0265645 NCalls = 894 -VariableMetric: Iteration # 146 - FCN = 297252.4802132 Edm = 0.0197929 NCalls = 896 -VariableMetric: Iteration # 147 - FCN = 297252.4728036 Edm = 0.00267997 NCalls = 898 -VariableMetric: Iteration # 148 - FCN = 297252.4691043 Edm = 0.000224444 NCalls = 900 -VariableMetric: Iteration # 149 - FCN = 297252.4688604 Edm = 5.06094e-06 NCalls = 902 -VariableMetric: After Hessian - FCN = 297252.4688604 Edm = 2.505e-05 NCalls = 1387 -VariableMetric: Iteration # 150 - FCN = 297252.4688604 Edm = 2.505e-05 NCalls = 1387 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312818.0347695 Edm = 35628.2 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312818.0347695 Edm = 35628.2 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307101.8249158 Edm = 934.546 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301830.4620265 Edm = 59.5687 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301499.2705785 Edm = 59.0396 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 301230.4616184 Edm = 19.9701 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 301145.3603668 Edm = 9.06093 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 300885.5127305 Edm = 3.85707 NCalls = 42 -VariableMetric: Iteration # 7 - FCN = 300878.7409122 Edm = 6.42307 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 300727.0235937 Edm = 45.3641 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 300184.5050542 Edm = 92.9426 NCalls = 58 -VariableMetric: Iteration # 10 - FCN = 300169.4024282 Edm = 261.673 NCalls = 60 -VariableMetric: Iteration # 11 - FCN = 299933.5961757 Edm = 116.874 NCalls = 65 -VariableMetric: Iteration # 12 - FCN = 299924.5557825 Edm = 75.4834 NCalls = 67 -VariableMetric: Iteration # 13 - FCN = 299852.8047 Edm = 38.2969 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 299820.0109376 Edm = 29.2027 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 299786.2514026 Edm = 17.975 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 299770.8017089 Edm = 2.35379 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 299619.1418977 Edm = 240.798 NCalls = 84 -VariableMetric: Iteration # 18 - FCN = 298950.8564609 Edm = 725.216 NCalls = 91 -VariableMetric: Iteration # 19 - FCN = 298533.6394166 Edm = 306.708 NCalls = 99 -VariableMetric: Iteration # 20 - FCN = 297965.3275655 Edm = 38.4889 NCalls = 102 -VariableMetric: Iteration # 21 - FCN = 297833.7861054 Edm = 1.53773 NCalls = 105 -VariableMetric: Iteration # 22 - FCN = 297831.0297218 Edm = 0.534276 NCalls = 107 -VariableMetric: Iteration # 23 - FCN = 297823.4441946 Edm = 6.51728 NCalls = 110 -VariableMetric: Iteration # 24 - FCN = 297540.6058148 Edm = 1.29594 NCalls = 115 -VariableMetric: Iteration # 25 - FCN = 297538.5780832 Edm = 0.36637 NCalls = 117 -VariableMetric: Iteration # 26 - FCN = 297536.3375836 Edm = 2.42077 NCalls = 120 -VariableMetric: Iteration # 27 - FCN = 297525.6435446 Edm = 4.02156 NCalls = 125 -VariableMetric: Iteration # 28 - FCN = 297518.8299405 Edm = 4.76135 NCalls = 128 -VariableMetric: Iteration # 29 - FCN = 297516.384084 Edm = 1.09559 NCalls = 130 -VariableMetric: Iteration # 30 - FCN = 297515.464295 Edm = 0.052725 NCalls = 132 -VariableMetric: Iteration # 31 - FCN = 297515.4197791 Edm = 0.0300209 NCalls = 134 -VariableMetric: Iteration # 32 - FCN = 297514.6869165 Edm = 0.699619 NCalls = 138 -VariableMetric: Iteration # 33 - FCN = 297447.2409822 Edm = 4.0279 NCalls = 149 -VariableMetric: Iteration # 34 - FCN = 297427.2336478 Edm = 1.65765 NCalls = 153 -VariableMetric: Iteration # 35 - FCN = 297424.8089316 Edm = 0.758738 NCalls = 155 -VariableMetric: Iteration # 36 - FCN = 297424.302013 Edm = 0.0901121 NCalls = 157 -VariableMetric: Iteration # 37 - FCN = 297424.1761909 Edm = 0.029375 NCalls = 159 -VariableMetric: Iteration # 38 - FCN = 297423.9990913 Edm = 0.0683901 NCalls = 162 -VariableMetric: Iteration # 39 - FCN = 297423.7592261 Edm = 0.0908647 NCalls = 164 -VariableMetric: Iteration # 40 - FCN = 297420.6940132 Edm = 2.5867 NCalls = 169 -VariableMetric: Iteration # 41 - FCN = 297406.9304995 Edm = 11.4038 NCalls = 171 -VariableMetric: Iteration # 42 - FCN = 297403.6283122 Edm = 2.51291 NCalls = 175 -VariableMetric: Iteration # 43 - FCN = 297393.3189657 Edm = 5.05794 NCalls = 182 -VariableMetric: Iteration # 44 - FCN = 297393.0149844 Edm = 1.47903 NCalls = 184 -VariableMetric: Iteration # 45 - FCN = 297387.352555 Edm = 2.48111 NCalls = 188 -VariableMetric: Iteration # 46 - FCN = 297382.7443338 Edm = 0.802417 NCalls = 191 -VariableMetric: Iteration # 47 - FCN = 297381.8299957 Edm = 0.16381 NCalls = 193 -VariableMetric: Iteration # 48 - FCN = 297381.6253427 Edm = 0.00569042 NCalls = 195 -VariableMetric: Iteration # 49 - FCN = 297381.6172653 Edm = 0.00260731 NCalls = 197 -VariableMetric: Iteration # 50 - FCN = 297381.5702262 Edm = 0.0447814 NCalls = 201 -VariableMetric: Iteration # 51 - FCN = 297378.9408633 Edm = 1.97054 NCalls = 207 -VariableMetric: Iteration # 52 - FCN = 297367.4110663 Edm = 35.7118 NCalls = 209 -VariableMetric: Iteration # 53 - FCN = 297364.1245444 Edm = 2.88794 NCalls = 212 -VariableMetric: Iteration # 54 - FCN = 297353.0412046 Edm = 1.26211 NCalls = 215 -VariableMetric: Iteration # 55 - FCN = 297350.1655777 Edm = 1.13783 NCalls = 217 -VariableMetric: Iteration # 56 - FCN = 297347.704426 Edm = 0.526586 NCalls = 220 -VariableMetric: Iteration # 57 - FCN = 297347.2109742 Edm = 0.0206161 NCalls = 221 -VariableMetric: Iteration # 58 - FCN = 297347.1859598 Edm = 0.000667101 NCalls = 223 -VariableMetric: Iteration # 59 - FCN = 297347.183119 Edm = 0.00269242 NCalls = 225 -VariableMetric: Iteration # 60 - FCN = 297347.135922 Edm = 0.0461328 NCalls = 230 -VariableMetric: Iteration # 61 - FCN = 297346.3432681 Edm = 0.773087 NCalls = 234 -VariableMetric: Iteration # 62 - FCN = 297341.9560346 Edm = 1.30244 NCalls = 237 -VariableMetric: Iteration # 63 - FCN = 297339.9606958 Edm = 0.915043 NCalls = 239 -VariableMetric: Iteration # 64 - FCN = 297338.809605 Edm = 0.194924 NCalls = 242 -VariableMetric: Iteration # 65 - FCN = 297338.5472785 Edm = 0.0197352 NCalls = 244 -VariableMetric: Iteration # 66 - FCN = 297338.5224898 Edm = 0.000716248 NCalls = 246 -VariableMetric: Iteration # 67 - FCN = 297338.5214726 Edm = 7.27782e-05 NCalls = 248 -VariableMetric: Iteration # 68 - FCN = 297338.5210283 Edm = 0.000301702 NCalls = 251 -VariableMetric: Iteration # 69 - FCN = 297338.4796332 Edm = 0.0401611 NCalls = 256 -VariableMetric: Iteration # 70 - FCN = 297338.4682399 Edm = 0.0111068 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297337.9078735 Edm = 0.0116734 NCalls = 267 -VariableMetric: Iteration # 72 - FCN = 297335.5995595 Edm = 0.218209 NCalls = 268 -VariableMetric: Iteration # 73 - FCN = 297335.4444803 Edm = 0.0135849 NCalls = 270 -VariableMetric: Iteration # 74 - FCN = 297335.4266284 Edm = 0.000374614 NCalls = 272 -VariableMetric: Iteration # 75 - FCN = 297335.4261289 Edm = 5.87789e-05 NCalls = 274 -VariableMetric: After Hessian - FCN = 297335.4261289 Edm = 771.493 NCalls = 753 -VariableMetric: Iteration # 76 - FCN = 297335.4261289 Edm = 771.493 NCalls = 753 -VariableMetric: Iteration # 77 - FCN = 297324.8595184 Edm = 5028.87 NCalls = 764 -VariableMetric: Iteration # 78 - FCN = 297321.1350127 Edm = 26.0005 NCalls = 766 -VariableMetric: Iteration # 79 - FCN = 297319.9595147 Edm = 4.21526 NCalls = 768 -VariableMetric: Iteration # 80 - FCN = 297313.919084 Edm = 1.863 NCalls = 771 -VariableMetric: Iteration # 81 - FCN = 297311.0004355 Edm = 0.517487 NCalls = 774 -VariableMetric: Iteration # 82 - FCN = 297310.1026727 Edm = 0.499711 NCalls = 776 -VariableMetric: Iteration # 83 - FCN = 297309.1737251 Edm = 0.243772 NCalls = 778 -VariableMetric: Iteration # 84 - FCN = 297308.1557814 Edm = 0.449819 NCalls = 781 -VariableMetric: Iteration # 85 - FCN = 297307.8112769 Edm = 0.183865 NCalls = 783 -VariableMetric: Iteration # 86 - FCN = 297307.6269919 Edm = 0.115494 NCalls = 785 -VariableMetric: Iteration # 87 - FCN = 297307.5526072 Edm = 0.0356228 NCalls = 787 -VariableMetric: Iteration # 88 - FCN = 297307.5104726 Edm = 0.0242535 NCalls = 789 -VariableMetric: Iteration # 89 - FCN = 297307.4837472 Edm = 0.0191284 NCalls = 791 -VariableMetric: Iteration # 90 - FCN = 297307.4093848 Edm = 0.0226507 NCalls = 794 -VariableMetric: Iteration # 91 - FCN = 297307.3652792 Edm = 0.00666885 NCalls = 796 -VariableMetric: Iteration # 92 - FCN = 297307.3481416 Edm = 0.00446838 NCalls = 798 -VariableMetric: Iteration # 93 - FCN = 297307.3346197 Edm = 0.00701164 NCalls = 800 -VariableMetric: Iteration # 94 - FCN = 297307.3147602 Edm = 0.0107143 NCalls = 802 -VariableMetric: Iteration # 95 - FCN = 297307.2816218 Edm = 0.0187746 NCalls = 804 -VariableMetric: Iteration # 96 - FCN = 297307.2113231 Edm = 0.026798 NCalls = 807 -VariableMetric: Iteration # 97 - FCN = 297307.1285459 Edm = 0.0381534 NCalls = 809 -VariableMetric: Iteration # 98 - FCN = 297307.0666321 Edm = 0.0289148 NCalls = 812 -VariableMetric: Iteration # 99 - FCN = 297307.036673 Edm = 0.00913149 NCalls = 814 -VariableMetric: Iteration # 100 - FCN = 297307.0089651 Edm = 0.0157005 NCalls = 817 -VariableMetric: Iteration # 101 - FCN = 297306.979554 Edm = 0.00917552 NCalls = 819 -VariableMetric: Iteration # 102 - FCN = 297306.9613196 Edm = 0.00815269 NCalls = 822 -VariableMetric: Iteration # 103 - FCN = 297306.9259669 Edm = 0.0160981 NCalls = 825 -VariableMetric: Iteration # 104 - FCN = 297306.8796426 Edm = 0.00791991 NCalls = 827 -VariableMetric: Iteration # 105 - FCN = 297306.8502079 Edm = 0.00966749 NCalls = 829 -VariableMetric: Iteration # 106 - FCN = 297306.8280965 Edm = 0.00410353 NCalls = 831 -VariableMetric: Iteration # 107 - FCN = 297306.7939992 Edm = 0.0113797 NCalls = 834 -VariableMetric: Iteration # 108 - FCN = 297306.7691132 Edm = 0.0060496 NCalls = 836 -VariableMetric: Iteration # 109 - FCN = 297306.7519296 Edm = 0.0104024 NCalls = 838 -VariableMetric: Iteration # 110 - FCN = 297306.7329989 Edm = 0.00426897 NCalls = 841 -VariableMetric: Iteration # 111 - FCN = 297306.7285465 Edm = 0.00136752 NCalls = 843 -VariableMetric: Iteration # 112 - FCN = 297306.7235405 Edm = 0.00153869 NCalls = 845 -VariableMetric: Iteration # 113 - FCN = 297306.7195261 Edm = 0.00182964 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297306.7079191 Edm = 0.0048932 NCalls = 851 -VariableMetric: Iteration # 115 - FCN = 297306.6996359 Edm = 0.00208623 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297306.6975232 Edm = 0.00081414 NCalls = 856 -VariableMetric: Iteration # 117 - FCN = 297306.6965248 Edm = 0.000332747 NCalls = 858 -VariableMetric: Iteration # 118 - FCN = 297306.6955679 Edm = 0.000229803 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297306.6952471 Edm = 5.08829e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297306.6952471 Edm = 0.000787427 NCalls = 1349 -VariableMetric: Iteration # 120 - FCN = 297306.6952471 Edm = 0.000787427 NCalls = 1349 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301288.7185054 Edm = 12.7235 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301288.7185054 Edm = 12.7235 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298274.678179 Edm = 3.13984 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298215.3358885 Edm = 260.514 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298167.7246687 Edm = 0.890276 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298150.9943015 Edm = 15.9273 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298123.5827093 Edm = 18.9411 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297731.2205192 Edm = 40.4363 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297687.093653 Edm = 0.821637 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297686.0221364 Edm = 0.181781 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297608.4162688 Edm = 58.2014 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297401.8701133 Edm = 26.3888 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297381.5671465 Edm = 0.162494 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297380.9052096 Edm = 0.551046 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297344.9242524 Edm = 39.0677 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297339.691994 Edm = 5.95914 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297337.7895738 Edm = 1.51816 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297269.9404575 Edm = 3.22852 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297267.1016483 Edm = 0.023638 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297267.028888 Edm = 0.0536363 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297261.6099528 Edm = 3.35092 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297245.9434537 Edm = 0.687539 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297245.1509789 Edm = 0.0303096 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297245.1055618 Edm = 0.0094597 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297245.0039078 Edm = 0.0978659 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297238.5875746 Edm = 6.49424 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297204.1632545 Edm = 2.13388 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297201.711724 Edm = 0.168731 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297201.4727513 Edm = 0.0625636 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297201.1787311 Edm = 0.203617 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297196.2899418 Edm = 3.83954 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297174.8455531 Edm = 3.46099 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297170.7269267 Edm = 1.5239 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297168.9057819 Edm = 0.489732 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297167.4285353 Edm = 0.395545 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297167.0106902 Edm = 0.376619 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297166.7017009 Edm = 0.0145117 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297166.6815665 Edm = 0.00375045 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297166.4212745 Edm = 0.231693 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297151.2025439 Edm = 9.86068 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297130.9679938 Edm = 5.58199 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297129.1707001 Edm = 4.27585 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297127.3668662 Edm = 0.0872786 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297127.3040448 Edm = 0.00912228 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297127.2940543 Edm = 0.00359997 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297127.2649988 Edm = 0.0278182 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297125.8954883 Edm = 1.07404 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297117.3290031 Edm = 2.21067 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297114.4986285 Edm = 0.734434 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297113.8507644 Edm = 0.197233 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297113.7241772 Edm = 0.0155335 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297113.7067593 Edm = 0.00118128 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297113.7050851 Edm = 0.00120005 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297113.6980534 Edm = 0.00782782 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297113.5537475 Edm = 0.169296 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297113.1402991 Edm = 0.387739 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297104.8454277 Edm = 1.41831 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297103.2621004 Edm = 0.141447 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297103.0512402 Edm = 0.0392459 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297103.0223024 Edm = 0.0073725 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297103.0154955 Edm = 0.000766319 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297103.0067976 Edm = 0.00854139 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297102.5016144 Edm = 0.534556 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297102.4976288 Edm = 0.00315846 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297102.3768253 Edm = 0.118961 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297098.3071374 Edm = 0.432004 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297097.829241 Edm = 0.130466 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297097.713826 Edm = 0.0217457 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297097.6860044 Edm = 0.00100951 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297097.6848972 Edm = 4.45314e-05 NCalls = 225 -VariableMetric: After Hessian - FCN = 297097.6848972 Edm = 53.9909 NCalls = 698 -VariableMetric: Iteration # 69 - FCN = 297097.6848972 Edm = 53.9909 NCalls = 698 -VariableMetric: Iteration # 70 - FCN = 297097.2969615 Edm = 3076.44 NCalls = 705 -VariableMetric: Iteration # 71 - FCN = 297097.2951129 Edm = 451.067 NCalls = 710 -VariableMetric: Iteration # 72 - FCN = 297097.2706404 Edm = 585.479 NCalls = 714 -VariableMetric: Iteration # 73 - FCN = 297097.1212836 Edm = 1854.41 NCalls = 718 -VariableMetric: Iteration # 74 - FCN = 297097.0351277 Edm = 257.485 NCalls = 722 -VariableMetric: Iteration # 75 - FCN = 297096.5530739 Edm = 507.608 NCalls = 725 -VariableMetric: Iteration # 76 - FCN = 297096.1449881 Edm = 491.763 NCalls = 728 -VariableMetric: Iteration # 77 - FCN = 297095.5076461 Edm = 279.202 NCalls = 731 -VariableMetric: Iteration # 78 - FCN = 297095.2190478 Edm = 117.696 NCalls = 734 -VariableMetric: Iteration # 79 - FCN = 297094.7716108 Edm = 145.535 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297094.4912733 Edm = 15.5978 NCalls = 740 -VariableMetric: Iteration # 81 - FCN = 297094.384377 Edm = 54.1817 NCalls = 743 -VariableMetric: Iteration # 82 - FCN = 297094.3767903 Edm = 111.708 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297093.824108 Edm = 3.309 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297093.5900204 Edm = 7.52894 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297093.3352962 Edm = 3.16691 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297093.1433659 Edm = 2.20111 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297092.7412591 Edm = 6.2309 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297092.0267736 Edm = 10.9947 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297091.9327548 Edm = 2.72578 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297091.7314119 Edm = 0.340391 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297091.6928033 Edm = 0.347959 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297091.6305248 Edm = 0.133427 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297091.5410623 Edm = 0.203166 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297091.4322279 Edm = 0.2409 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297090.7833488 Edm = 1.46232 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297089.3492613 Edm = 3.27256 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297088.7830689 Edm = 0.983702 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297088.2136629 Edm = 2.82766 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297085.5331002 Edm = 8.43475 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297084.9758271 Edm = 0.891798 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297083.8890305 Edm = 3.84091 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297083.4997671 Edm = 1.02448 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297082.8159169 Edm = 2.58223 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297079.9086866 Edm = 12.9263 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297077.8601998 Edm = 4.5432 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297075.1339281 Edm = 2.18774 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297072.1640743 Edm = 1.92223 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297069.1378201 Edm = 3.1863 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297067.2384346 Edm = 1.3899 NCalls = 835 -VariableMetric: Iteration # 110 - FCN = 297065.7419905 Edm = 0.340673 NCalls = 837 -VariableMetric: Iteration # 111 - FCN = 297065.4343473 Edm = 0.213896 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297065.3334525 Edm = 0.0422609 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297065.3046036 Edm = 0.0058942 NCalls = 842 -VariableMetric: Iteration # 114 - FCN = 297065.2984131 Edm = 0.00179589 NCalls = 844 -VariableMetric: Iteration # 115 - FCN = 297065.2961126 Edm = 0.000390187 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297065.2955838 Edm = 0.000150184 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297065.2952843 Edm = 9.50145e-05 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297065.2950566 Edm = 5.16327e-05 NCalls = 852 -VariableMetric: After Hessian - FCN = 297065.2950566 Edm = 0.000190175 NCalls = 1331 -VariableMetric: Iteration # 119 - FCN = 297065.2950566 Edm = 0.000190175 NCalls = 1331 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1435 (1435 total) | -| EDM = 1.53E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297277.6991689681 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 5.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.88 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.09 | 0.36 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.13 | 0.23 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.59 | 0.18 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -0.29 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.024 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.441 | 0.018 | | | -2 | 2 | | -| 12| DDstar_p | 6.12 | 0.25 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.9 | 2.1 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -1.53 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.60 | 0.24 | | |0.918861 | 4.08114 | | -| 19| phi_p | -6.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.31 | 0.09 | | | -2 | 2 | | -| 21| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.83 | 0.03 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.003 0.008 0.033 0.080 -0.190 -0.096 -0.029 -0.030 0.010 0.005 0.006 0.067 -0.067 -0.013 -0.034 0.031 -0.002 0.019 -0.008 0.143 0.003 0.010 -0.112 | -| omega_p | -0.003 1.000 -0.002 -0.101 0.010 0.011 0.017 0.014 0.025 -0.000 -0.000 0.150 0.010 0.008 0.101 0.009 0.001 0.322 0.008 0.118 0.014 0.588 -0.001 -0.130 | -| DDstar_s | 0.008 -0.002 1.000 0.001 -0.006 0.003 0.006 0.012 0.002 0.001 -0.000 0.000 0.006 0.016 0.000 0.019 0.011 -0.000 0.002 0.000 0.018 -0.004 -0.001 -0.031 | -| rho_p | 0.033 -0.101 0.001 1.000 -0.012 0.041 0.107 0.063 0.042 -0.000 -0.001 -0.067 0.003 0.014 -0.052 0.040 -0.057 0.003 0.014 -0.086 0.250 0.291 0.001 0.073 | -| p3770_p | 0.080 0.010 -0.006 -0.012 1.000 -0.228 -0.226 -0.056 0.511 0.020 0.001 0.039 0.178 0.166 -0.000 0.217 0.267 0.001 -0.032 0.002 -0.121 0.010 0.004 0.070 | -| p4040_s | -0.190 0.011 0.003 0.041 -0.228 1.000 0.459 0.018 -0.077 -0.024 0.007 0.004 -0.086 0.081 -0.012 -0.277 -0.002 -0.001 -0.029 -0.006 0.227 0.029 -0.004 -0.014 | -| Ctt | -0.096 0.017 0.006 0.107 -0.226 0.459 1.000 0.268 -0.085 -0.025 -0.002 -0.018 -0.024 0.099 -0.033 -0.187 0.218 -0.003 -0.324 -0.018 0.806 0.053 0.033 -0.194 | -| p4415_s | -0.029 0.014 0.012 0.063 -0.056 0.018 0.268 1.000 -0.032 0.007 -0.002 0.020 -0.003 -0.053 -0.024 0.053 0.011 -0.002 -0.045 -0.015 0.208 0.041 0.011 0.000 | -| Dbar_p | -0.030 0.025 0.002 0.042 0.511 -0.077 -0.085 -0.032 1.000 0.013 0.002 0.046 -0.093 0.210 -0.007 0.109 0.489 0.001 0.213 0.003 -0.006 0.047 0.015 0.126 | -| p4160_s | 0.010 -0.000 0.001 -0.000 0.020 -0.024 -0.025 0.007 0.013 1.000 -0.003 0.001 0.017 -0.001 -0.000 -0.005 0.010 -0.000 0.010 -0.000 -0.008 -0.000 0.001 0.001 | -| p4160_p | 0.005 -0.000 -0.000 -0.001 0.001 0.007 -0.002 -0.002 0.002 -0.003 1.000 -0.000 -0.000 0.003 0.000 -0.002 0.001 0.000 0.001 0.000 -0.003 -0.001 -0.000 -0.000 | -| bplus_0 | 0.006 0.150 0.000 -0.067 0.039 0.004 -0.018 0.020 0.046 0.001 -0.000 1.000 0.012 0.002 -0.008 0.030 -0.046 0.014 0.049 0.006 -0.054 0.239 0.000 -0.910 | -| DDstar_p | 0.067 0.010 0.006 0.003 0.178 -0.086 -0.024 -0.003 -0.093 0.017 -0.000 0.012 1.000 0.157 0.004 0.229 0.324 0.001 0.178 0.007 -0.037 0.014 -0.005 0.068 | -| psi2s_p | -0.067 0.008 0.016 0.014 0.166 0.081 0.099 -0.053 0.210 -0.001 0.003 0.002 0.157 1.000 -0.014 -0.171 0.142 -0.001 -0.351 -0.011 -0.015 0.020 0.029 0.086 | -| phi_s | -0.013 0.101 0.000 -0.052 -0.000 -0.012 -0.033 -0.024 -0.007 -0.000 0.000 -0.008 0.004 -0.014 1.000 -0.024 -0.022 -0.002 -0.014 0.927 -0.081 -0.016 0.001 0.007 | -| p4040_p | -0.034 0.009 0.019 0.040 0.217 -0.277 -0.187 0.053 0.109 -0.005 -0.002 0.030 0.229 -0.171 -0.024 1.000 0.075 -0.002 0.140 -0.016 -0.036 0.027 0.029 0.054 | -| jpsi_p | 0.031 0.001 0.011 -0.057 0.267 -0.002 0.218 0.011 0.489 0.010 0.001 -0.046 0.324 0.142 -0.022 0.075 1.000 -0.002 0.106 -0.026 0.159 -0.008 0.022 0.043 | -| omega_s | -0.002 0.322 -0.000 0.003 0.001 -0.001 -0.003 -0.002 0.001 -0.000 0.000 0.014 0.001 -0.001 -0.002 -0.002 -0.002 1.000 -0.001 -0.008 -0.010 0.060 -0.000 -0.012 | -| p3770_s | 0.019 0.008 0.002 0.014 -0.032 -0.029 -0.324 -0.045 0.213 0.010 0.001 0.049 0.178 -0.351 -0.014 0.140 0.106 -0.001 1.000 -0.009 -0.175 0.018 0.021 0.082 | -| phi_p | -0.008 0.118 0.000 -0.086 0.002 -0.006 -0.018 -0.015 0.003 -0.000 0.000 0.006 0.007 -0.011 0.927 -0.016 -0.026 -0.008 -0.009 1.000 -0.050 -0.015 0.001 -0.006 | -| bplus_2 | 0.143 0.014 0.018 0.250 -0.121 0.227 0.806 0.208 -0.006 -0.008 -0.003 -0.054 -0.037 -0.015 -0.081 -0.036 0.159 -0.010 -0.175 -0.050 1.000 0.090 0.016 -0.218 | -| rho_s | 0.003 0.588 -0.004 0.291 0.010 0.029 0.053 0.041 0.047 -0.000 -0.001 0.239 0.014 0.020 -0.016 0.027 -0.008 0.060 0.018 -0.015 0.090 1.000 -0.003 -0.198 | -| Dbar_s | 0.010 -0.001 -0.001 0.001 0.004 -0.004 0.033 0.011 0.015 0.001 -0.000 0.000 -0.005 0.029 0.001 0.029 0.022 -0.000 0.021 0.001 0.016 -0.003 1.000 -0.022 | -| bplus_1 | -0.112 -0.130 -0.031 0.073 0.070 -0.014 -0.194 0.000 0.126 0.001 -0.000 -0.910 0.068 0.086 0.007 0.054 0.043 -0.012 0.082 -0.006 -0.218 -0.198 -0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.32686518510825824}), (, {'error': 0.23995364847941802}), (, {'error': 0.015806591594256403}), (, {'error': 0.35761670258212863}), (, {'error': 0.10326352813861828}), (, {'error': 0.17020127521122586}), (, {'error': 0.2310219693671378}), (, {'error': 0.18241976295353907}), (, {'error': 0.31093044968109407}), (, {'error': 0.02414831099442094}), (, {'error': 0.010251831040413606}), (, {'error': 0.01758636013697279}), (, {'error': 0.25461219350325504}), (, {'error': 0.03233920584976602}), (, {'error': 2.068965846730501}), (, {'error': 0.15993714274491744}), (, {'error': 0.03213169382889269}), (, {'error': 3.562472220034502}), (, {'error': 0.23950911852851497}), (, {'error': 0.4893056669040363}), (, {'error': 0.08503472001543344}), (, {'error': 0.3774666772011003}), (, {'error': 0.020318644617826176}), (, {'error': 0.03339057681216784})]) -Toy 1/25 -Time taken: 7 min, 39 s -Projected time left: 3 h, 3 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=821 (821 total) | -| EDM = 6.68E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297323.0406140259 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 5.1 | 1.4 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 3 | rho_p | -1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.34 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.71 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.21 | 0.23 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.14 | 0.50 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 12| DDstar_p | 0.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.3 | 1.4 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.01 | 0.25 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.536 | 0.031 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 7.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.34 | 0.25 | | |0.918861 | 4.08114 | | -| 19| phi_p | -0.06 | 0.30 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.52 | 0.09 | | | -2 | 2 | | -| 21| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.001 -0.004 -0.010 0.092 -0.174 -0.115 -0.308 0.084 0.004 0.006 0.019 0.011 -0.030 0.004 -0.090 0.079 0.013 0.051 0.001 -0.105 -0.026 0.026 0.083 | -| omega_p | -0.001 1.000 -0.000 0.045 0.000 0.000 -0.001 -0.001 -0.001 -0.000 0.000 -0.006 -0.003 -0.001 -0.014 -0.002 0.000 -0.209 -0.001 -0.012 0.005 -0.006 0.000 0.005 | -| DDstar_s | -0.004 -0.000 1.000 -0.010 -0.041 0.024 -0.010 0.037 -0.046 -0.001 -0.001 0.015 0.060 -0.007 0.002 0.012 -0.014 0.007 -0.036 -0.001 -0.038 -0.012 -0.018 0.030 | -| rho_p | -0.010 0.045 -0.010 1.000 -0.049 0.064 0.082 0.093 -0.061 -0.002 -0.001 -0.157 -0.030 -0.002 0.115 0.035 -0.026 -0.040 -0.022 0.143 -0.194 0.079 -0.028 0.112 | -| p3770_p | 0.092 0.000 -0.041 -0.049 1.000 -0.191 -0.209 -0.086 -0.095 0.006 -0.000 0.059 0.081 0.012 0.006 0.063 0.060 0.011 -0.150 -0.011 0.065 -0.005 -0.146 -0.043 | -| p4040_s | -0.174 0.000 0.024 0.064 -0.191 1.000 0.276 0.031 -0.162 -0.011 0.010 -0.016 -0.082 0.066 -0.014 -0.223 -0.197 -0.015 -0.075 0.006 -0.151 -0.001 0.011 -0.061 | -| Ctt | -0.115 -0.001 -0.010 0.082 -0.209 0.276 1.000 0.370 0.531 -0.007 -0.006 0.041 -0.250 0.362 -0.019 0.167 -0.306 0.004 -0.017 0.011 -0.611 -0.069 0.110 0.060 | -| p4415_s | -0.308 -0.001 0.037 0.093 -0.086 0.031 0.370 1.000 0.041 0.009 -0.009 -0.058 0.155 0.116 -0.021 0.291 -0.027 -0.013 0.030 0.015 -0.186 -0.024 0.026 0.036 | -| Dbar_p | 0.084 -0.001 -0.046 -0.061 -0.095 -0.162 0.531 0.041 1.000 0.005 -0.005 0.053 -0.358 0.314 0.016 0.265 0.076 0.023 0.355 -0.004 -0.010 -0.024 0.118 0.072 | -| p4160_s | 0.004 -0.000 -0.001 -0.002 0.006 -0.011 -0.007 0.009 0.005 1.000 -0.002 0.001 0.014 0.003 0.000 -0.000 0.014 0.001 0.007 -0.000 0.001 -0.001 -0.002 0.004 | -| p4160_p | 0.006 0.000 -0.001 -0.001 -0.000 0.010 -0.006 -0.009 -0.005 -0.002 1.000 0.001 -0.007 -0.003 0.000 -0.009 -0.004 -0.000 -0.004 -0.000 0.004 0.001 -0.001 -0.004 | -| bplus_0 | 0.019 -0.006 0.015 -0.157 0.059 -0.016 0.041 -0.058 0.053 0.001 0.001 1.000 0.023 0.009 0.076 -0.032 -0.083 0.197 0.014 -0.011 -0.332 -0.376 0.033 -0.936 | -| DDstar_p | 0.011 -0.003 0.060 -0.030 0.081 -0.082 -0.250 0.155 -0.358 0.014 -0.007 0.023 1.000 0.198 0.010 0.315 0.558 0.028 0.077 0.008 -0.033 -0.058 -0.070 0.163 | -| psi2s_p | -0.030 -0.001 -0.007 -0.002 0.012 0.066 0.362 0.116 0.314 0.003 -0.003 0.009 0.198 1.000 -0.001 0.084 0.209 0.011 -0.227 0.002 -0.113 -0.033 -0.002 0.100 | -| phi_s | 0.004 -0.014 0.002 0.115 0.006 -0.014 -0.019 -0.021 0.016 0.000 0.000 0.076 0.010 -0.001 1.000 -0.007 -0.012 0.032 0.003 0.771 0.016 -0.079 0.006 -0.070 | -| p4040_p | -0.090 -0.002 0.012 0.035 0.063 -0.223 0.167 0.291 0.265 -0.000 -0.009 -0.032 0.315 0.084 -0.007 1.000 0.247 0.009 0.241 0.012 -0.120 -0.047 0.037 0.149 | -| jpsi_p | 0.079 0.000 -0.014 -0.026 0.060 -0.197 -0.306 -0.027 0.076 0.014 -0.004 -0.083 0.558 0.209 -0.012 0.247 1.000 -0.000 0.238 -0.008 0.236 0.000 -0.116 0.188 | -| omega_s | 0.013 -0.209 0.007 -0.040 0.011 -0.015 0.004 -0.013 0.023 0.001 -0.000 0.197 0.028 0.011 0.032 0.009 -0.000 1.000 0.015 -0.019 -0.068 -0.499 0.009 -0.175 | -| p3770_s | 0.051 -0.001 -0.036 -0.022 -0.150 -0.075 -0.017 0.030 0.355 0.007 -0.004 0.014 0.077 -0.227 0.003 0.241 0.238 0.015 1.000 0.000 0.077 -0.029 -0.011 0.056 | -| phi_p | 0.001 -0.012 -0.001 0.143 -0.011 0.006 0.011 0.015 -0.004 -0.000 -0.000 -0.011 0.008 0.002 0.771 0.012 -0.008 -0.019 0.000 1.000 -0.038 -0.035 -0.006 0.006 | -| bplus_2 | -0.105 0.005 -0.038 -0.194 0.065 -0.151 -0.611 -0.186 -0.010 0.001 0.004 -0.332 -0.033 -0.113 0.016 -0.120 0.236 -0.068 0.077 -0.038 1.000 0.267 -0.037 0.190 | -| rho_s | -0.026 -0.006 -0.012 0.079 -0.005 -0.001 -0.069 -0.024 -0.024 -0.001 0.001 -0.376 -0.058 -0.033 -0.079 -0.047 0.000 -0.499 -0.029 -0.035 0.267 1.000 -0.007 0.335 | -| Dbar_s | 0.026 0.000 -0.018 -0.028 -0.146 0.011 0.110 0.026 0.118 -0.002 -0.001 0.033 -0.070 -0.002 0.006 0.037 -0.116 0.009 -0.011 -0.006 -0.037 -0.007 1.000 0.017 | -| bplus_1 | 0.083 0.005 0.030 0.112 -0.043 -0.061 0.060 0.036 0.072 0.004 -0.004 -0.936 0.163 0.100 -0.070 0.149 0.188 -0.175 0.056 0.006 0.190 0.335 0.017 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.4009652798811025}), (, {'error': 0.19677985332245296}), (, {'error': 0.03944223196033669}), (, {'error': 0.4110535265568913}), (, {'error': 0.1278717760576098}), (, {'error': 0.17547537263660423}), (, {'error': 0.2288074144212312}), (, {'error': 0.4993925330594894}), (, {'error': 0.5578295423392694}), (, {'error': 0.014715842643315269}), (, {'error': 0.011360557508941493}), (, {'error': 0.032241440478278816}), (, {'error': 0.5872279414753834}), (, {'error': 0.03470557794137896}), (, {'error': 1.3712278301989311}), (, {'error': 0.24566569448656583}), (, {'error': 0.031175006808720873}), (, {'error': 0.960423153804399}), (, {'error': 0.2537445918190513}), (, {'error': 0.29928243530329635}), (, {'error': 0.0874779861843229}), (, {'error': 0.32583433524875244}), (, {'error': 0.06653410806232946}), (, {'error': 0.058708718412564975})]) -Toy 2/25 -Time taken: 13 min, 6 s -Projected time left: 2 h, 30 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1438 (1438 total) | -| EDM = 0.00904 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297339.1291136629 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.16 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.22 | 0.48 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.39 | 0.20 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.56 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.45 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.22 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.415 | 0.031 | | | -2 | 2 | | -| 12| DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.896 | 0.032 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 4.06 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.621 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.03 | 0.24 | | |0.918861 | 4.08114 | | -| 19| phi_p | 5.85 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.17 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.003 0.018 0.054 0.034 -0.155 -0.012 -0.150 -0.076 -0.153 0.315 -0.018 -0.232 -0.047 -0.018 0.180 0.029 0.001 -0.005 0.004 -0.254 -0.006 0.012 0.142 | -| omega_p | -0.003 1.000 0.001 -0.005 -0.006 0.004 0.002 0.004 0.006 0.004 -0.007 -0.055 0.008 -0.004 0.005 -0.005 -0.033 0.869 -0.003 -0.044 -0.003 0.241 0.001 0.046 | -| DDstar_s | 0.018 0.001 1.000 -0.003 0.038 -0.008 -0.008 -0.002 -0.008 -0.000 0.045 -0.002 0.053 0.016 -0.000 0.029 0.048 -0.001 0.029 0.001 0.021 0.007 -0.001 -0.022 | -| rho_p | 0.054 -0.005 -0.003 1.000 -0.009 0.047 0.103 0.007 0.011 0.061 0.007 0.167 -0.039 0.003 0.103 0.008 -0.071 0.121 0.025 0.075 -0.270 0.119 0.001 -0.154 | -| p3770_p | 0.034 -0.006 0.038 -0.009 1.000 -0.118 -0.219 -0.057 0.261 -0.052 0.143 0.050 0.105 -0.049 0.003 0.139 -0.018 -0.003 -0.268 -0.005 0.057 -0.011 0.041 -0.105 | -| p4040_s | -0.155 0.004 -0.008 0.047 -0.118 1.000 0.325 0.182 -0.076 0.133 -0.488 -0.044 -0.167 0.004 -0.025 -0.175 0.021 -0.003 0.123 0.007 -0.126 0.028 -0.005 0.048 | -| Ctt | -0.012 0.002 -0.008 0.103 -0.219 0.325 1.000 0.194 -0.328 0.267 -0.314 0.023 -0.012 0.240 -0.043 -0.256 0.245 0.001 -0.086 0.005 -0.650 0.017 -0.004 0.082 | -| p4415_s | -0.150 0.004 -0.002 0.007 -0.057 0.182 0.194 1.000 0.047 0.315 -0.053 -0.022 -0.007 0.026 -0.011 -0.008 -0.009 -0.005 0.025 0.004 0.079 0.030 -0.000 -0.075 | -| Dbar_p | -0.076 0.006 -0.008 0.011 0.261 -0.076 -0.328 0.047 1.000 -0.049 -0.017 -0.037 -0.206 -0.036 -0.017 -0.080 0.197 -0.009 -0.095 0.007 0.032 0.049 0.026 -0.082 | -| p4160_s | -0.153 0.004 -0.000 0.061 -0.052 0.133 0.267 0.315 -0.049 1.000 -0.143 -0.035 -0.089 -0.037 -0.030 0.286 0.002 -0.004 0.035 0.009 -0.148 0.033 -0.001 0.017 | -| p4160_p | 0.315 -0.007 0.045 0.007 0.143 -0.488 -0.314 -0.053 -0.017 -0.143 1.000 0.015 -0.092 -0.125 0.002 0.245 -0.039 0.000 -0.049 -0.003 -0.053 -0.027 0.029 0.071 | -| bplus_0 | -0.018 -0.055 -0.002 0.167 0.050 -0.044 0.023 -0.022 -0.037 -0.035 0.015 1.000 -0.073 -0.007 0.102 -0.009 0.117 0.080 -0.010 -0.029 -0.047 -0.397 0.000 -0.919 | -| DDstar_p | -0.232 0.008 0.053 -0.039 0.105 -0.167 -0.012 -0.007 -0.206 -0.089 -0.092 -0.073 1.000 -0.172 -0.015 -0.050 -0.208 -0.021 0.009 0.002 0.271 0.094 0.009 -0.214 | -| psi2s_p | -0.047 -0.004 0.016 0.003 -0.049 0.004 0.240 0.026 -0.036 -0.037 -0.125 -0.007 -0.172 1.000 -0.004 -0.193 0.018 -0.004 -0.416 -0.001 -0.070 -0.003 0.024 0.050 | -| phi_s | -0.018 0.005 -0.000 0.103 0.003 -0.025 -0.043 -0.011 -0.017 -0.030 0.002 0.102 -0.015 -0.004 1.000 -0.003 0.016 0.027 -0.013 0.539 0.082 -0.009 -0.000 -0.093 | -| p4040_p | 0.180 -0.005 0.029 0.008 0.139 -0.175 -0.256 -0.008 -0.080 0.286 0.245 -0.009 -0.050 -0.193 -0.003 1.000 -0.082 -0.002 -0.081 -0.001 -0.013 -0.011 0.022 0.060 | -| jpsi_p | 0.029 -0.033 0.048 -0.071 -0.018 0.021 0.245 -0.009 0.197 0.002 -0.039 0.117 -0.208 0.018 0.016 -0.082 1.000 -0.023 -0.063 -0.026 -0.207 -0.062 0.047 -0.019 | -| omega_s | 0.001 0.869 -0.001 0.121 -0.003 -0.003 0.001 -0.005 -0.009 -0.004 0.000 0.080 -0.021 -0.004 0.027 -0.002 -0.023 1.000 -0.004 -0.058 -0.008 -0.027 0.000 -0.068 | -| p3770_s | -0.005 -0.003 0.029 0.025 -0.268 0.123 -0.086 0.025 -0.095 0.035 -0.049 -0.010 0.009 -0.416 -0.013 -0.081 -0.063 -0.004 1.000 0.002 0.025 0.005 0.025 -0.006 | -| phi_p | 0.004 -0.044 0.001 0.075 -0.005 0.007 0.005 0.004 0.007 0.009 -0.003 -0.029 0.002 -0.001 0.539 -0.001 -0.026 -0.058 0.002 1.000 -0.026 0.028 0.001 0.021 | -| bplus_2 | -0.254 -0.003 0.021 -0.270 0.057 -0.126 -0.650 0.079 0.032 -0.148 -0.053 -0.047 0.271 -0.070 0.082 -0.013 -0.207 -0.008 0.025 -0.026 1.000 -0.027 0.004 -0.169 | -| rho_s | -0.006 0.241 0.007 0.119 -0.011 0.028 0.017 0.030 0.049 0.033 -0.027 -0.397 0.094 -0.003 -0.009 -0.011 -0.062 -0.027 0.005 0.028 -0.027 1.000 0.001 0.327 | -| Dbar_s | 0.012 0.001 -0.001 0.001 0.041 -0.005 -0.004 -0.000 0.026 -0.001 0.029 0.000 0.009 0.024 -0.000 0.022 0.047 0.000 0.025 0.001 0.004 0.001 1.000 -0.007 | -| bplus_1 | 0.142 0.046 -0.022 -0.154 -0.105 0.048 0.082 -0.075 -0.082 0.017 0.071 -0.919 -0.214 0.050 -0.093 0.060 -0.019 -0.068 -0.006 0.021 -0.169 0.327 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14385653837456935}), (, {'error': 0.4560202631145587}), (, {'error': 0.026280140828234627}), (, {'error': 0.48035993374827557}), (, {'error': 0.10060901671326405}), (, {'error': 0.17180563890318773}), (, {'error': 0.1984736244485103}), (, {'error': 0.19171406050320416}), (, {'error': 0.32646529866561247}), (, {'error': 0.17111487597037245}), (, {'error': 0.09098691503166378}), (, {'error': 0.03146779402729305}), (, {'error': 0.3646755926708187}), (, {'error': 0.03150262854533015}), (, {'error': 1.0005884515013452}), (, {'error': 0.16042585221666705}), (, {'error': 0.024416476667569853}), (, {'error': 3.9070443233666174}), (, {'error': 0.23581264468040208}), (, {'error': 0.20535961456313867}), (, {'error': 0.08291941443102835}), (, {'error': 0.36480614293157654}), (, {'error': 0.01962816855785271}), (, {'error': 0.060878502824570635})]) -Toy 3/25 -Time taken: 20 min, 36 s -Projected time left: 2 h, 31 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1313 (1313 total) | -| EDM = 9.73E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297283.25955211354 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.19 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.22 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 3 | rho_p | 6.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.60 | 0.08 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.67 | 0.13 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.70 | 0.11 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.24 | 0.15 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.78 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.98 | 0.13 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.36 | 0.08 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.423 | 0.005 | | | -2 | 2 | | -| 12| DDstar_p | -1.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.885 | 0.025 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 19 | 7 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.44 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.643 | 0.020 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.18 | 0.18 | | |0.918861 | 4.08114 | | -| 19| phi_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.33 | 0.04 | | | -2 | 2 | | -| 21| rho_s | 0.78 | 0.31 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.786 | 0.009 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.008 0.020 0.015 0.035 -0.120 -0.032 -0.069 -0.057 -0.098 0.185 0.023 -0.064 -0.053 0.022 0.079 -0.016 -0.010 0.003 0.023 -0.121 0.010 0.011 0.045 | -| omega_p | 0.008 1.000 0.003 0.024 -0.013 0.011 0.003 0.005 0.011 0.014 -0.006 -0.047 -0.003 -0.010 0.237 -0.001 -0.094 0.465 0.002 0.236 -0.087 0.094 0.004 -0.020 | -| DDstar_s | 0.020 0.003 1.000 0.002 0.026 0.004 0.000 -0.006 -0.006 0.003 0.037 -0.016 0.016 0.028 0.012 0.022 0.048 -0.004 0.029 0.012 -0.002 0.006 -0.004 -0.016 | -| rho_p | 0.015 0.024 0.002 1.000 -0.014 0.014 0.002 0.002 0.008 0.019 -0.001 -0.041 -0.009 -0.006 0.183 0.005 -0.097 0.051 0.009 0.182 -0.130 0.133 0.003 -0.034 | -| p3770_p | 0.035 -0.013 0.026 -0.014 1.000 -0.049 -0.104 -0.041 0.147 -0.008 0.087 -0.001 0.079 -0.005 -0.044 0.083 0.007 0.011 -0.214 -0.044 -0.017 -0.016 0.035 -0.021 | -| p4040_s | -0.120 0.011 0.004 0.014 -0.049 1.000 0.209 0.084 -0.038 -0.099 -0.330 -0.067 -0.137 -0.027 0.036 -0.110 -0.028 -0.015 0.095 0.038 -0.015 0.021 0.001 -0.058 | -| Ctt | -0.032 0.003 0.000 0.002 -0.104 0.209 1.000 0.188 -0.183 0.139 -0.243 0.014 0.077 0.141 0.017 -0.174 0.157 -0.010 -0.098 0.018 -0.403 0.012 0.004 0.031 | -| p4415_s | -0.069 0.005 -0.006 0.002 -0.041 0.084 0.188 1.000 0.011 0.210 0.030 -0.111 -0.096 0.004 0.021 0.053 -0.015 -0.010 0.013 0.022 0.069 0.017 -0.002 -0.123 | -| Dbar_p | -0.057 0.011 -0.006 0.008 0.147 -0.038 -0.183 0.011 1.000 -0.051 -0.039 -0.174 -0.205 -0.042 0.050 -0.097 0.134 -0.024 -0.075 0.052 -0.119 0.041 0.016 -0.175 | -| p4160_s | -0.098 0.014 0.003 0.019 -0.008 -0.099 0.139 0.210 -0.051 1.000 -0.057 -0.066 -0.094 -0.069 0.047 0.284 -0.037 -0.019 0.017 0.049 -0.072 0.026 0.001 -0.054 | -| p4160_p | 0.185 -0.006 0.037 -0.001 0.087 -0.330 -0.243 0.030 -0.039 -0.057 1.000 0.074 0.041 -0.068 -0.028 0.000 -0.007 0.008 -0.034 -0.028 -0.056 -0.015 0.025 0.081 | -| bplus_0 | 0.023 -0.047 -0.016 -0.041 -0.001 -0.067 0.014 -0.111 -0.174 -0.066 0.074 1.000 -0.248 -0.004 -0.190 0.033 0.129 0.082 -0.025 -0.195 -0.118 -0.160 -0.007 -0.346 | -| DDstar_p | -0.064 -0.003 0.016 -0.009 0.079 -0.137 0.077 -0.096 -0.205 -0.094 0.041 -0.248 1.000 -0.095 0.008 -0.005 -0.006 -0.014 -0.007 0.009 -0.001 0.034 0.004 -0.269 | -| psi2s_p | -0.053 -0.010 0.028 -0.006 -0.005 -0.027 0.141 0.004 -0.042 -0.069 -0.068 -0.004 -0.095 1.000 -0.038 -0.143 -0.029 0.008 -0.325 -0.038 0.043 -0.010 0.031 -0.005 | -| phi_s | 0.022 0.237 0.012 0.183 -0.044 0.036 0.017 0.021 0.050 0.047 -0.028 -0.190 0.008 -0.038 1.000 -0.007 -0.321 -0.283 0.004 0.996 -0.273 0.341 0.012 -0.057 | -| p4040_p | 0.079 -0.001 0.022 0.005 0.083 -0.110 -0.174 0.053 -0.097 0.284 0.000 0.033 -0.005 -0.143 -0.007 1.000 -0.038 0.000 -0.067 -0.007 -0.040 -0.004 0.018 0.045 | -| jpsi_p | -0.016 -0.094 0.048 -0.097 0.007 -0.028 0.157 -0.015 0.134 -0.037 -0.007 0.129 -0.006 -0.029 -0.321 -0.038 1.000 0.090 -0.026 -0.325 0.056 -0.117 0.039 0.070 | -| omega_s | -0.010 0.465 -0.004 0.051 0.011 -0.015 -0.010 -0.010 -0.024 -0.019 0.008 0.082 -0.014 0.008 -0.283 0.000 0.090 1.000 -0.006 -0.287 0.101 -0.349 -0.003 0.021 | -| p3770_s | 0.003 0.002 0.029 0.009 -0.214 0.095 -0.098 0.013 -0.075 0.017 -0.034 -0.025 -0.007 -0.325 0.004 -0.067 -0.026 -0.006 1.000 0.005 -0.016 0.004 0.032 -0.025 | -| phi_p | 0.023 0.236 0.012 0.182 -0.044 0.038 0.018 0.022 0.052 0.049 -0.028 -0.195 0.009 -0.038 0.996 -0.007 -0.325 -0.287 0.005 1.000 -0.282 0.343 0.012 -0.059 | -| bplus_2 | -0.121 -0.087 -0.002 -0.130 -0.017 -0.015 -0.403 0.069 -0.119 -0.072 -0.056 -0.118 -0.001 0.043 -0.273 -0.040 0.056 0.101 -0.016 -0.282 1.000 -0.136 -0.001 -0.150 | -| rho_s | 0.010 0.094 0.006 0.133 -0.016 0.021 0.012 0.017 0.041 0.026 -0.015 -0.160 0.034 -0.010 0.341 -0.004 -0.117 -0.349 0.004 0.343 -0.136 1.000 0.004 -0.038 | -| Dbar_s | 0.011 0.004 -0.004 0.003 0.035 0.001 0.004 -0.002 0.016 0.001 0.025 -0.007 0.004 0.031 0.012 0.018 0.039 -0.003 0.032 0.012 -0.001 0.004 1.000 -0.005 | -| bplus_1 | 0.045 -0.020 -0.016 -0.034 -0.021 -0.058 0.031 -0.123 -0.175 -0.054 0.081 -0.346 -0.269 -0.005 -0.057 0.045 0.070 0.021 -0.025 -0.059 -0.150 -0.038 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1395056606922067}), (, {'error': 0.2539712872897697}), (, {'error': 0.022005510211279944}), (, {'error': 0.3499595232231787}), (, {'error': 0.07945356951216054}), (, {'error': 0.13154314373380954}), (, {'error': 0.10680572424736995}), (, {'error': 0.15280854701284396}), (, {'error': 0.1807418516275896}), (, {'error': 0.13111059323843155}), (, {'error': 0.08117355044418417}), (, {'error': 0.005060215572624593}), (, {'error': 0.15814427722222302}), (, {'error': 0.024640485620866848}), (, {'error': 6.579986889379596}), (, {'error': 0.21084018641510394}), (, {'error': 0.02007604135832164}), (, {'error': 1.1298242349104917}), (, {'error': 0.1823779040111062}), (, {'error': 12.377015214507859}), (, {'error': 0.042976954849683}), (, {'error': 0.3092447716907617}), (, {'error': 0.017545213998698378}), (, {'error': 0.009484443538296361})]) -Toy 4/25 -Time taken: 27 min, 40 s -Projected time left: 2 h, 25 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1263 (1263 total) | -| EDM = 6.5E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297115.7043291865 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.53 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -6.2 | 1.0 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 3 | rho_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.67 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.99 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.84 | 0.22 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.41 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.04 | 0.18 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.21 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.385 | 0.029 | | | -2 | 2 | | -| 12| DDstar_p | 4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.853 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 4.30 | 0.19 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.633 | 0.026 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.72 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | 6.21 | 0.23 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.72 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.007 0.030 0.004 0.032 -0.165 -0.068 -0.093 -0.056 -0.228 0.284 -0.059 -0.178 -0.055 -0.021 0.181 0.011 -0.001 -0.019 0.000 -0.227 0.010 0.024 0.183 | -| omega_p | 0.007 1.000 -0.002 0.051 -0.005 0.003 0.010 -0.001 -0.008 0.003 0.000 0.144 -0.032 -0.006 0.103 -0.002 -0.033 0.912 -0.001 0.031 -0.059 -0.209 0.001 -0.122 | -| DDstar_s | 0.030 -0.002 1.000 -0.001 0.061 -0.012 -0.012 -0.008 -0.019 -0.006 0.064 0.007 0.087 0.027 0.000 0.046 0.075 -0.002 0.047 0.001 0.032 0.006 -0.004 -0.040 | -| rho_p | 0.004 0.051 -0.001 1.000 0.000 -0.000 0.008 -0.002 -0.008 0.000 0.002 0.105 -0.018 -0.002 0.026 0.000 -0.001 0.096 0.000 0.003 -0.034 -0.121 -0.000 -0.088 | -| p3770_p | 0.032 -0.005 0.061 0.000 1.000 -0.170 -0.291 -0.063 0.447 -0.100 0.159 0.072 0.110 -0.024 0.000 0.157 0.094 -0.004 -0.275 -0.004 0.095 -0.005 0.086 -0.177 | -| p4040_s | -0.165 0.003 -0.012 -0.000 -0.170 1.000 0.336 0.161 -0.156 0.242 -0.471 -0.081 -0.185 -0.029 -0.036 -0.180 -0.022 -0.014 0.083 0.004 -0.173 0.047 -0.009 0.116 | -| Ctt | -0.068 0.010 -0.012 0.008 -0.291 0.336 1.000 0.236 -0.399 0.302 -0.337 -0.015 0.016 0.196 -0.055 -0.324 0.177 -0.013 -0.112 -0.000 -0.680 0.041 -0.009 0.140 | -| p4415_s | -0.093 -0.001 -0.008 -0.002 -0.063 0.161 0.236 1.000 -0.007 0.257 0.031 -0.031 -0.061 0.014 -0.024 -0.001 0.008 -0.014 0.015 0.003 -0.041 0.041 -0.004 -0.022 | -| Dbar_p | -0.056 -0.008 -0.019 -0.008 0.447 -0.156 -0.399 -0.007 1.000 -0.088 0.046 -0.023 -0.227 -0.002 -0.022 -0.006 0.330 -0.022 -0.030 0.004 0.081 0.062 0.053 -0.123 | -| p4160_s | -0.228 0.003 -0.006 0.000 -0.100 0.242 0.302 0.257 -0.088 1.000 -0.169 -0.061 -0.111 -0.029 -0.039 0.226 -0.004 -0.015 0.022 0.003 -0.173 0.052 -0.005 0.062 | -| p4160_p | 0.284 0.000 0.064 0.002 0.159 -0.471 -0.337 0.031 0.046 -0.169 1.000 -0.014 -0.060 -0.127 0.001 0.322 -0.033 0.003 -0.043 -0.002 -0.002 -0.014 0.053 0.070 | -| bplus_0 | -0.059 0.144 0.007 0.105 0.072 -0.081 -0.015 -0.031 -0.023 -0.061 -0.014 1.000 0.002 -0.030 0.121 -0.016 0.127 0.222 -0.021 -0.032 -0.029 -0.496 0.003 -0.912 | -| DDstar_p | -0.178 -0.032 0.087 -0.018 0.110 -0.185 0.016 -0.061 -0.227 -0.111 -0.060 0.002 1.000 -0.176 -0.010 0.004 -0.169 -0.042 0.028 0.001 0.255 0.086 0.016 -0.284 | -| psi2s_p | -0.055 -0.006 0.027 -0.002 -0.024 -0.029 0.196 0.014 -0.002 -0.029 -0.127 -0.030 -0.176 1.000 -0.009 -0.191 0.013 -0.009 -0.411 -0.002 -0.064 0.011 0.051 0.067 | -| phi_s | -0.021 0.103 0.000 0.026 0.000 -0.036 -0.055 -0.024 -0.022 -0.039 0.001 0.121 -0.010 -0.009 1.000 0.002 0.012 0.104 -0.017 0.607 0.102 -0.059 -0.000 -0.106 | -| p4040_p | 0.181 -0.002 0.046 0.000 0.157 -0.180 -0.324 -0.001 -0.006 0.226 0.322 -0.016 0.004 -0.191 0.002 1.000 -0.081 0.001 -0.090 -0.002 0.054 -0.008 0.043 0.041 | -| jpsi_p | 0.011 -0.033 0.075 -0.001 0.094 -0.022 0.177 0.008 0.330 -0.004 -0.033 0.127 -0.169 0.013 0.012 -0.081 1.000 -0.016 -0.052 -0.023 -0.213 -0.051 0.092 -0.070 | -| omega_s | -0.001 0.912 -0.002 0.096 -0.004 -0.014 -0.013 -0.014 -0.022 -0.015 0.003 0.222 -0.042 -0.009 0.104 0.001 -0.016 1.000 -0.007 0.004 -0.013 -0.382 0.001 -0.186 | -| p3770_s | -0.019 -0.001 0.047 0.000 -0.275 0.083 -0.112 0.015 -0.030 0.022 -0.043 -0.021 0.028 -0.411 -0.017 -0.090 -0.052 -0.007 1.000 -0.000 0.052 0.017 0.052 -0.014 | -| phi_p | 0.000 0.031 0.001 0.003 -0.004 0.004 -0.000 0.003 0.004 0.003 -0.002 -0.032 0.001 -0.002 0.607 -0.002 -0.023 0.004 -0.000 1.000 -0.004 0.050 0.001 0.025 | -| bplus_2 | -0.227 -0.059 0.032 -0.034 0.095 -0.173 -0.680 -0.041 0.081 -0.173 -0.002 -0.029 0.255 -0.064 0.102 0.054 -0.213 -0.013 0.052 -0.004 1.000 -0.044 0.011 -0.202 | -| rho_s | 0.010 -0.209 0.006 -0.121 -0.005 0.047 0.041 0.041 0.062 0.052 -0.014 -0.496 0.086 0.011 -0.059 -0.008 -0.051 -0.382 0.017 0.050 -0.044 1.000 0.001 0.402 | -| Dbar_s | 0.024 0.001 -0.004 -0.000 0.086 -0.009 -0.009 -0.004 0.053 -0.005 0.053 0.003 0.016 0.051 -0.000 0.043 0.092 0.001 0.052 0.001 0.011 0.001 1.000 -0.013 | -| bplus_1 | 0.183 -0.122 -0.040 -0.088 -0.177 0.116 0.140 -0.022 -0.123 0.062 0.070 -0.912 -0.284 0.067 -0.106 0.041 -0.070 -0.186 -0.014 0.025 -0.202 0.402 -0.013 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15886399774991578}), (, {'error': 1.0408537773767401}), (, {'error': 0.04392363076679351}), (, {'error': 0.2211659322552859}), (, {'error': 0.09444437807662931}), (, {'error': 0.17186460308499607}), (, {'error': 0.22161673504778234}), (, {'error': 0.18941220092978783}), (, {'error': 0.4084199914608133}), (, {'error': 0.17544544207459023}), (, {'error': 0.10652187452228379}), (, {'error': 0.028515171049048105}), (, {'error': 0.3834714624003732}), (, {'error': 0.031387506133480514}), (, {'error': 1.1196558163065813}), (, {'error': 0.19290700806137373}), (, {'error': 0.025517238618225413}), (, {'error': 3.858688084348096}), (, {'error': 0.22962683106611692}), (, {'error': 0.23490176414721375}), (, {'error': 0.0774272522942574}), (, {'error': 0.4315148278003492}), (, {'error': 0.03845487922888274}), (, {'error': 0.05668160941807443})]) -Toy 5/25 -Time taken: 34 min, 35 s -Projected time left: 2 h, 18 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1324 (1324 total) | -| EDM = 6.91E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297170.42169854196 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.58 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -0.44 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 3 | rho_p | 6.27 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.68 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.54 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.21 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -4.09 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.99 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -1.88 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.473 | 0.020 | | | -2 | 2 | | -| 12| DDstar_p | -4.21 | 0.31 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.922 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.42 | 0.24 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -1.614 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 5.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.98 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | 6.05 | 0.25 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.22 | 0.09 | | | -2 | 2 | | -| 21| rho_s | 1.93 | 0.29 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.001 0.023 0.010 0.111 -0.273 -0.133 -0.119 -0.028 -0.230 0.313 0.013 0.051 -0.097 -0.019 0.104 0.015 -0.012 -0.002 -0.004 0.164 -0.003 0.013 -0.100 | -| omega_p | 0.001 1.000 0.000 0.026 -0.004 -0.001 -0.003 -0.001 -0.002 -0.000 -0.001 -0.025 -0.006 -0.003 0.039 -0.000 -0.016 0.319 -0.002 0.028 0.006 -0.139 0.000 0.021 | -| DDstar_s | 0.023 0.000 1.000 0.000 0.014 0.006 0.001 0.003 0.002 0.009 0.028 0.000 0.023 0.023 -0.000 0.020 0.042 -0.000 0.018 0.000 0.008 -0.001 -0.001 -0.008 | -| rho_p | 0.010 0.026 0.000 1.000 -0.007 0.012 0.026 0.009 0.002 0.017 -0.004 -0.021 -0.008 -0.002 0.037 0.003 -0.026 0.147 0.003 0.036 0.067 0.076 0.000 0.018 | -| p3770_p | 0.111 -0.004 0.014 -0.007 1.000 -0.171 -0.256 -0.070 0.375 -0.052 0.260 0.030 0.269 0.059 0.004 0.174 0.140 0.001 -0.153 -0.002 -0.120 0.021 0.020 0.123 | -| p4040_s | -0.273 -0.001 0.006 0.012 -0.171 1.000 0.358 0.093 -0.087 -0.070 -0.543 0.020 -0.124 -0.015 -0.022 -0.233 -0.033 -0.017 0.076 -0.003 0.106 0.010 0.001 0.012 | -| Ctt | -0.133 -0.003 0.001 0.026 -0.256 0.358 1.000 0.228 -0.273 0.215 -0.422 -0.001 -0.121 0.141 -0.052 -0.277 0.187 -0.038 -0.230 -0.015 0.709 0.004 0.010 -0.178 | -| p4415_s | -0.119 -0.001 0.003 0.009 -0.070 0.093 0.228 1.000 -0.026 0.267 -0.008 0.026 -0.070 -0.026 -0.018 0.054 -0.031 -0.014 -0.013 -0.002 0.034 0.016 0.001 0.059 | -| Dbar_p | -0.028 -0.002 0.002 0.002 0.375 -0.087 -0.273 -0.026 1.000 -0.092 0.103 0.032 -0.055 0.072 -0.007 -0.019 0.324 -0.010 0.059 0.001 -0.092 0.032 0.014 0.180 | -| p4160_s | -0.230 -0.000 0.009 0.017 -0.052 -0.070 0.215 0.267 -0.092 1.000 -0.119 0.039 -0.069 -0.122 -0.033 0.333 -0.054 -0.024 -0.016 -0.004 0.151 0.013 0.005 -0.014 | -| p4160_p | 0.313 -0.001 0.028 -0.004 0.260 -0.543 -0.422 -0.008 0.103 -0.119 1.000 0.011 0.244 -0.100 0.003 0.139 0.039 0.003 0.033 -0.001 -0.093 0.003 0.020 0.021 | -| bplus_0 | 0.013 -0.025 0.000 -0.021 0.030 0.020 -0.001 0.026 0.032 0.039 0.011 1.000 0.015 -0.004 -0.016 0.019 -0.053 -0.031 0.047 0.009 0.005 0.197 0.001 -0.843 | -| DDstar_p | 0.051 -0.006 0.023 -0.008 0.269 -0.124 -0.121 -0.070 -0.055 -0.069 0.244 0.015 1.000 0.046 0.009 0.106 0.247 -0.001 0.186 0.002 -0.251 0.049 0.002 0.346 | -| psi2s_p | -0.097 -0.003 0.023 -0.002 0.059 -0.015 0.141 -0.026 0.072 -0.122 -0.100 -0.004 0.046 1.000 -0.003 -0.229 0.016 -0.002 -0.422 -0.004 -0.033 0.010 0.024 0.072 | -| phi_s | -0.019 0.039 -0.000 0.037 0.004 -0.022 -0.052 -0.018 -0.007 -0.033 0.003 -0.016 0.009 -0.003 1.000 -0.009 0.008 -0.006 -0.012 0.663 -0.111 0.023 -0.000 0.020 | -| p4040_p | 0.104 -0.000 0.020 0.003 0.174 -0.233 -0.277 0.054 -0.019 0.333 0.139 0.019 0.106 -0.229 -0.009 1.000 -0.065 -0.005 -0.025 -0.001 -0.053 0.003 0.017 0.008 | -| jpsi_p | 0.015 -0.016 0.042 -0.026 0.140 -0.033 0.187 -0.031 0.324 -0.054 0.039 -0.053 0.247 0.016 0.008 -0.065 1.000 0.009 0.006 -0.024 0.106 0.015 0.034 0.109 | -| omega_s | -0.012 0.319 -0.000 0.147 0.001 -0.017 -0.038 -0.014 -0.010 -0.024 0.003 -0.031 -0.001 -0.002 -0.006 -0.005 0.009 1.000 -0.009 -0.049 -0.078 -0.278 -0.000 0.024 | -| p3770_s | -0.002 -0.002 0.018 0.003 -0.153 0.076 -0.230 -0.013 0.059 -0.016 0.033 0.047 0.186 -0.422 -0.012 -0.025 0.006 -0.009 1.000 -0.001 -0.138 0.017 0.022 0.092 | -| phi_p | -0.004 0.028 0.000 0.036 -0.002 -0.003 -0.015 -0.002 0.001 -0.004 -0.001 0.009 0.002 -0.004 0.663 -0.001 -0.024 -0.049 -0.001 1.000 -0.015 0.026 0.000 -0.000 | -| bplus_2 | 0.164 0.006 0.008 0.067 -0.120 0.106 0.709 0.034 -0.092 0.151 -0.093 0.005 -0.251 -0.033 -0.111 -0.053 0.106 -0.078 -0.138 -0.015 1.000 -0.000 0.005 -0.319 | -| rho_s | -0.003 -0.139 -0.001 0.076 0.021 0.010 0.004 0.016 0.032 0.013 0.003 0.197 0.049 0.010 0.023 0.003 0.015 -0.278 0.017 0.026 -0.000 1.000 -0.000 -0.130 | -| Dbar_s | 0.013 0.000 -0.001 0.000 0.020 0.001 0.010 0.001 0.014 0.005 0.020 0.001 0.002 0.024 -0.000 0.017 0.034 -0.000 0.022 0.000 0.005 -0.000 1.000 -0.005 | -| bplus_1 | -0.100 0.021 -0.008 0.018 0.123 0.012 -0.178 0.059 0.180 -0.014 0.021 -0.843 0.346 0.072 0.020 0.008 0.109 0.024 0.092 -0.000 -0.319 -0.130 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17631391887547299}), (, {'error': 0.279106117339039}), (, {'error': 0.01632209875997012}), (, {'error': 0.2648572195596488}), (, {'error': 0.10890742615169824}), (, {'error': 0.17424550714704773}), (, {'error': 0.21429139433767364}), (, {'error': 0.18566930292956807}), (, {'error': 0.2893201667641374}), (, {'error': 0.16633638509987647}), (, {'error': 0.11324315936372109}), (, {'error': 0.01980965268026491}), (, {'error': 0.30570588938125676}), (, {'error': 0.031460024421332555}), (, {'error': 1.0481937043147624}), (, {'error': 0.24141736782947065}), (, {'error': 0.02769663934067479}), (, {'error': 0.8582670088222799}), (, {'error': 0.23314228213003751}), (, {'error': 0.25479452439795036}), (, {'error': 0.08624938290821837}), (, {'error': 0.29472878044148243}), (, {'error': 0.013757551373340449}), (, {'error': 0.04072909219718468})]) -Toy 6/25 -Time taken: 41 min, 45 s -Projected time left: 2 h, 12 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1579 (1579 total) | -| EDM = 0.00046 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297249.71092562727 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.52 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.09 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 3 | rho_p | 6.21 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.47 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.10 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.29 | 0.22 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.76 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -1.2 | 0.9 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.07 | 0.18 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.14 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 12| DDstar_p | 2.8 | 0.8 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 20.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.69 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 1.70 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 9.4 | 0.6 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.46 | 0.28 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.80 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.21 | 0.11 | | | -2 | 2 | | -| 21| rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.30 | 0.32 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 1.02 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.013 -0.074 0.019 -0.043 -0.163 -0.001 -0.106 0.212 -0.179 0.292 0.041 -0.265 -0.038 -0.005 0.157 0.015 0.003 0.026 -0.001 -0.164 -0.022 0.108 0.056 | -| omega_p | -0.013 1.000 0.017 -0.031 0.074 -0.021 -0.047 0.005 -0.092 -0.015 0.035 -0.212 0.027 0.043 -0.024 0.030 0.081 -0.205 0.042 0.055 0.051 0.678 -0.059 0.167 | -| DDstar_s | -0.074 0.017 1.000 -0.000 0.053 -0.058 0.031 -0.023 -0.016 -0.049 -0.042 -0.048 0.122 -0.010 -0.009 -0.030 -0.026 -0.002 0.029 -0.003 0.063 0.026 -0.095 -0.028 | -| rho_p | 0.019 -0.031 -0.000 1.000 0.035 0.008 0.051 0.015 -0.048 0.024 0.010 0.025 0.040 0.023 -0.109 0.019 0.024 -0.002 0.031 -0.205 -0.161 0.210 -0.040 -0.042 | -| p3770_p | -0.043 0.074 0.053 0.035 1.000 -0.457 -0.434 -0.163 -0.836 -0.356 0.501 -0.227 0.518 0.492 -0.064 0.398 0.751 -0.005 0.383 0.002 0.406 0.096 -0.820 -0.071 | -| p4040_s | -0.163 -0.021 -0.058 0.008 -0.457 1.000 0.457 0.155 0.417 0.202 -0.566 0.076 -0.267 -0.206 0.006 -0.336 -0.406 0.003 -0.154 -0.008 -0.247 -0.028 0.417 0.025 | -| Ctt | -0.001 -0.047 0.031 0.051 -0.434 0.457 1.000 0.262 0.502 0.385 -0.394 0.183 -0.122 0.010 -0.000 -0.249 -0.501 0.006 -0.233 -0.005 -0.714 -0.073 0.254 0.097 | -| p4415_s | -0.106 0.005 -0.023 0.015 -0.163 0.155 0.262 1.000 0.131 0.280 -0.079 -0.011 -0.037 -0.081 -0.014 -0.026 -0.184 0.000 -0.079 -0.008 -0.068 0.008 0.124 -0.002 | -| Dbar_p | 0.212 -0.092 -0.016 -0.048 -0.836 0.417 0.502 0.131 1.000 0.378 -0.284 0.284 -0.680 -0.378 0.082 -0.182 -0.661 0.006 -0.364 0.006 -0.399 -0.125 0.793 0.059 | -| p4160_s | -0.179 -0.015 -0.049 0.024 -0.356 0.202 0.385 0.280 0.378 1.000 -0.279 0.056 -0.259 -0.211 -0.010 0.126 -0.338 0.003 -0.157 -0.010 -0.244 -0.020 0.344 0.024 | -| p4160_p | 0.292 0.035 -0.042 0.010 0.501 -0.566 -0.394 -0.079 -0.284 -0.279 1.000 -0.119 -0.043 0.274 -0.028 0.454 0.563 -0.002 0.359 0.006 0.277 0.044 -0.391 -0.020 | -| bplus_0 | 0.041 -0.212 -0.048 0.025 -0.227 0.076 0.183 -0.011 0.284 0.056 -0.119 1.000 -0.105 -0.141 0.140 -0.106 -0.285 0.019 -0.142 0.023 -0.244 -0.299 0.204 -0.885 | -| DDstar_p | -0.265 0.027 0.122 0.040 0.518 -0.267 -0.122 -0.037 -0.680 -0.259 -0.043 -0.105 1.000 0.254 -0.044 -0.010 0.314 -0.000 0.209 -0.007 0.114 0.035 -0.788 0.035 | -| psi2s_p | -0.038 0.043 -0.010 0.023 0.492 -0.206 0.010 -0.081 -0.378 -0.211 0.274 -0.141 0.254 1.000 -0.041 0.164 0.507 -0.002 0.120 0.001 0.227 0.056 -0.537 -0.009 | -| phi_s | -0.005 -0.024 -0.009 -0.109 -0.064 0.006 -0.000 -0.014 0.082 -0.010 -0.028 0.140 -0.044 -0.041 1.000 -0.033 -0.076 -0.002 -0.048 0.502 0.067 -0.091 0.059 -0.107 | -| p4040_p | 0.157 0.030 -0.030 0.019 0.398 -0.336 -0.249 -0.026 -0.182 0.126 0.454 -0.106 -0.010 0.164 -0.033 1.000 0.436 -0.001 0.291 0.001 0.214 0.037 -0.344 0.000 | -| jpsi_p | 0.015 0.081 -0.026 0.024 0.751 -0.406 -0.501 -0.184 -0.661 -0.338 0.563 -0.285 0.314 0.507 -0.076 0.436 1.000 -0.004 0.550 -0.005 0.530 0.107 -0.734 -0.018 | -| omega_s | 0.003 -0.205 -0.002 -0.002 -0.005 0.003 0.006 0.000 0.006 0.003 -0.002 0.019 -0.000 -0.002 -0.002 -0.001 -0.004 1.000 -0.002 0.003 -0.013 -0.063 0.004 -0.016 | -| p3770_s | 0.026 0.042 0.029 0.031 0.383 -0.154 -0.233 -0.079 -0.364 -0.157 0.359 -0.142 0.209 0.120 -0.048 0.291 0.550 -0.002 1.000 -0.001 0.292 0.053 -0.525 -0.029 | -| phi_p | -0.001 0.055 -0.003 -0.205 0.002 -0.008 -0.005 -0.008 0.006 -0.010 0.006 0.023 -0.007 0.001 0.502 0.001 -0.005 0.003 -0.001 1.000 0.034 -0.017 -0.001 -0.017 | -| bplus_2 | -0.164 0.051 0.063 -0.161 0.406 -0.247 -0.714 -0.068 -0.399 -0.244 0.277 -0.244 0.114 0.227 0.067 0.214 0.530 -0.013 0.292 0.034 1.000 0.074 -0.353 -0.079 | -| rho_s | -0.022 0.678 0.026 0.210 0.096 -0.028 -0.073 0.008 -0.125 -0.020 0.044 -0.299 0.035 0.056 -0.091 0.037 0.107 -0.063 0.053 -0.017 0.074 1.000 -0.076 0.231 | -| Dbar_s | 0.108 -0.059 -0.095 -0.040 -0.820 0.417 0.254 0.124 0.793 0.344 -0.391 0.204 -0.788 -0.537 0.059 -0.344 -0.734 0.004 -0.525 -0.001 -0.353 -0.076 1.000 0.001 | -| bplus_1 | 0.056 0.167 -0.028 -0.042 -0.071 0.025 0.097 -0.002 0.059 0.024 -0.020 -0.885 0.035 -0.009 -0.107 0.000 -0.018 -0.016 -0.029 -0.017 -0.079 0.231 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2839420602355247}), (, {'error': 0.22965685783831402}), (, {'error': 0.3982727388613603}), (, {'error': 0.22524924613380115}), (, {'error': 0.2103526760790997}), (, {'error': 0.19452412440457423}), (, {'error': 0.21823845799567293}), (, {'error': 0.19362032639074528}), (, {'error': 0.8698739291628774}), (, {'error': 0.18373611704483916}), (, {'error': 0.14210197242507094}), (, {'error': 0.037551598361746374}), (, {'error': 0.8454268407829746}), (, {'error': 0.03895006873814566}), (, {'error': 0.9588997505652905}), (, {'error': 0.19772359931947747}), (, {'error': 0.048484888291663086}), (, {'error': 0.6151969101012646}), (, {'error': 0.2835436644996707}), (, {'error': 0.1561152130050587}), (, {'error': 0.10929895590366323}), (, {'error': 0.3683948837782265}), (, {'error': 0.3233583364328112}), (, {'error': 0.06962170726542749})]) -Toy 7/25 -Time taken: 50 min, 3 s -Projected time left: 2 h, 8 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1331 (1331 total) | -| EDM = 0.000211 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297390.20247519703 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.43 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.10 | 0.13 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.77 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.86 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.52 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.46 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.98 | 0.14 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.461 | 0.008 | | | -2 | 2 | | -| 12| DDstar_p | -4.7 | 1.5 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 21.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.606 | 0.027 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.09 | 0.30 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.82 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.27 | 0.07 | | | -2 | 2 | | -| 21| rho_s | 1.33 | 0.23 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.30 | 0.52 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.901 | 0.016 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.000 -0.008 0.000 0.012 -0.009 -0.016 -0.025 0.010 -0.010 -0.014 -0.012 0.012 -0.010 -0.001 -0.014 -0.009 -0.001 -0.012 0.001 -0.013 0.002 0.016 -0.012 | -| omega_p | -0.000 1.000 0.011 -0.070 -0.010 0.008 0.012 0.002 -0.009 0.008 0.011 0.011 -0.013 0.010 0.010 0.012 0.009 0.482 0.012 -0.007 0.007 0.131 -0.014 0.010 | -| DDstar_s | -0.008 0.011 1.000 -0.044 -0.293 0.360 0.650 0.089 -0.624 0.328 0.712 0.464 -0.771 0.575 0.066 0.642 0.654 0.048 0.651 -0.010 0.581 -0.051 -0.670 0.456 | -| rho_p | 0.000 -0.070 -0.044 1.000 0.030 -0.015 -0.057 -0.005 0.045 -0.010 -0.044 -0.087 0.057 -0.036 -0.068 -0.044 -0.023 -0.025 -0.039 -0.127 -0.141 0.073 0.059 -0.080 | -| p3770_p | 0.012 -0.010 -0.293 0.030 1.000 -0.395 -0.606 -0.059 0.514 -0.348 -0.405 -0.596 0.558 -0.414 -0.060 -0.480 -0.392 -0.055 -0.580 0.028 -0.565 0.078 0.672 -0.601 | -| p4040_s | -0.009 0.008 0.360 -0.015 -0.395 1.000 0.560 0.045 -0.391 0.227 0.259 0.440 -0.479 0.350 0.039 0.399 0.367 0.042 0.478 -0.021 0.451 -0.065 -0.556 0.441 | -| Ctt | -0.016 0.012 0.650 -0.057 -0.606 0.560 1.000 0.090 -0.608 0.499 0.650 0.750 -0.869 0.683 0.085 0.702 0.583 0.067 0.725 -0.026 0.671 -0.089 -0.910 0.749 | -| p4415_s | -0.025 0.002 0.089 -0.005 -0.059 0.045 0.090 1.000 -0.073 0.035 0.093 0.086 -0.102 0.072 0.009 0.091 0.079 0.008 0.087 -0.003 0.079 -0.011 -0.103 0.086 | -| Dbar_p | 0.010 -0.009 -0.624 0.045 0.514 -0.391 -0.608 -0.073 1.000 -0.359 -0.518 -0.549 0.697 -0.439 -0.064 -0.547 -0.419 -0.050 -0.520 0.022 -0.559 0.063 0.678 -0.546 | -| p4160_s | -0.010 0.008 0.328 -0.010 -0.348 0.227 0.499 0.035 -0.359 1.000 0.347 0.402 -0.446 0.309 0.033 0.542 0.323 0.038 0.413 -0.019 0.388 -0.062 -0.510 0.403 | -| p4160_p | -0.014 0.011 0.712 -0.044 -0.405 0.259 0.650 0.093 -0.518 0.347 1.000 0.608 -0.777 0.544 0.069 0.667 0.604 0.056 0.646 -0.021 0.621 -0.074 -0.759 0.606 | -| bplus_0 | -0.012 0.011 0.464 -0.087 -0.596 0.440 0.750 0.086 -0.549 0.402 0.608 1.000 -0.702 0.541 0.098 0.664 0.504 0.071 0.636 -0.025 0.638 -0.108 -0.834 0.609 | -| DDstar_p | 0.012 -0.013 -0.771 0.057 0.558 -0.479 -0.869 -0.102 0.697 -0.446 -0.777 -0.702 1.000 -0.660 -0.086 -0.791 -0.670 -0.067 -0.785 0.025 -0.781 0.082 0.935 -0.696 | -| psi2s_p | -0.010 0.010 0.575 -0.036 -0.414 0.350 0.683 0.072 -0.439 0.309 0.544 0.541 -0.660 1.000 0.059 0.535 0.541 0.051 0.474 -0.021 0.585 -0.068 -0.689 0.538 | -| phi_s | -0.001 0.010 0.066 -0.068 -0.060 0.039 0.085 0.009 -0.064 0.033 0.069 0.098 -0.086 0.059 1.000 0.072 0.042 0.009 0.067 0.375 0.122 -0.008 -0.092 0.087 | -| p4040_p | -0.014 0.012 0.642 -0.044 -0.480 0.399 0.702 0.091 -0.547 0.542 0.667 0.664 -0.791 0.535 0.072 1.000 0.587 0.061 0.653 -0.026 0.666 -0.084 -0.814 0.663 | -| jpsi_p | -0.009 0.009 0.654 -0.023 -0.392 0.367 0.583 0.079 -0.419 0.323 0.604 0.504 -0.670 0.541 0.042 0.587 1.000 0.046 0.612 -0.024 0.585 -0.073 -0.681 0.506 | -| omega_s | -0.001 0.482 0.048 -0.025 -0.055 0.042 0.067 0.008 -0.050 0.038 0.056 0.071 -0.067 0.051 0.009 0.061 0.046 1.000 0.060 -0.057 0.061 -0.263 -0.077 0.062 | -| p3770_s | -0.012 0.012 0.651 -0.039 -0.580 0.478 0.725 0.087 -0.520 0.413 0.646 0.636 -0.785 0.474 0.067 0.653 0.612 0.060 1.000 -0.025 0.667 -0.085 -0.808 0.632 | -| phi_p | 0.001 -0.007 -0.010 -0.127 0.028 -0.021 -0.026 -0.003 0.022 -0.019 -0.021 -0.025 0.025 -0.021 0.375 -0.026 -0.024 -0.057 -0.025 1.000 -0.015 0.107 0.033 -0.023 | -| bplus_2 | -0.013 0.007 0.581 -0.141 -0.565 0.451 0.671 0.079 -0.559 0.388 0.621 0.638 -0.781 0.585 0.122 0.666 0.585 0.061 0.667 -0.015 1.000 -0.040 -0.836 0.639 | -| rho_s | 0.002 0.131 -0.051 0.073 0.078 -0.065 -0.089 -0.011 0.063 -0.062 -0.074 -0.108 0.082 -0.068 -0.008 -0.084 -0.073 -0.263 -0.085 0.107 -0.040 1.000 0.103 -0.079 | -| Dbar_s | 0.016 -0.014 -0.670 0.059 0.672 -0.556 -0.910 -0.103 0.678 -0.510 -0.759 -0.834 0.935 -0.689 -0.092 -0.814 -0.681 -0.077 -0.808 0.033 -0.836 0.103 1.000 -0.831 | -| bplus_1 | -0.012 0.010 0.456 -0.080 -0.601 0.441 0.749 0.086 -0.546 0.403 0.606 0.609 -0.696 0.538 0.087 0.663 0.506 0.062 0.632 -0.023 0.639 -0.079 -0.831 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0989000817527188}), (, {'error': 0.21962877477195608}), (, {'error': 0.13272376607546535}), (, {'error': 0.23121243453042917}), (, {'error': 0.10942157422214871}), (, {'error': 0.1497873922188968}), (, {'error': 0.21461276868961005}), (, {'error': 0.038435523775356}), (, {'error': 0.5924284174392369}), (, {'error': 0.13805459132690834}), (, {'error': 0.12900095748589724}), (, {'error': 0.00826958133430089}), (, {'error': 1.5414542393264004}), (, {'error': 0.03368275529399689}), (, {'error': 0.7757326827143132}), (, {'error': 0.44351430135166936}), (, {'error': 0.026766271096025918}), (, {'error': 0.9862374508021334}), (, {'error': 0.2994029195285819}), (, {'error': 0.11841031247091749}), (, {'error': 0.07181328804341569}), (, {'error': 0.2343059631270621}), (, {'error': 0.5175655517450839}), (, {'error': 0.01638031135030049})]) -Toy 8/25 -Time taken: 57 min, 22 s -Projected time left: 2 h, 1 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1406 (1406 total) | -| EDM = 0.00218 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297169.6784629715 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.92 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.91 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | | -| 3 | rho_p | 0.09 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.94 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.94 | 0.13 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.52 | 0.20 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.42 | 0.13 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.30 | 0.12 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 3.77 | 0.08 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.512 | 0.010 | | | -2 | 2 | | -| 12| DDstar_p | -4.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.808 | 0.026 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.8 | 0.7 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.62 | 0.19 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.684 | 0.021 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 9.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.47 | 0.24 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.70 | 0.14 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 1.36 | 0.24 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.29 | 0.53 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.966 | 0.020 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.023 -0.518 0.115 -0.440 0.285 0.545 -0.073 -0.184 0.134 0.446 -0.548 0.557 0.286 -0.050 0.491 0.357 -0.016 0.459 -0.030 -0.498 -0.015 -0.604 -0.552 | -| omega_p | 0.023 1.000 -0.031 -0.093 -0.029 0.022 0.031 -0.001 -0.011 0.016 0.021 -0.028 0.029 0.018 0.009 0.026 0.020 -0.270 0.027 0.002 -0.018 0.214 -0.035 -0.028 | -| DDstar_s | -0.518 -0.031 1.000 -0.159 0.702 -0.470 -0.847 0.062 0.290 -0.309 -0.513 0.802 -0.768 -0.413 0.069 -0.663 -0.448 0.024 -0.662 0.046 0.802 0.024 0.917 0.806 | -| rho_p | 0.115 -0.093 -0.159 1.000 -0.145 0.110 0.158 -0.005 -0.062 0.078 0.106 -0.151 0.141 0.089 -0.030 0.133 0.109 -0.095 0.137 -0.120 -0.095 0.223 -0.178 -0.145 | -| p3770_p | -0.440 -0.029 0.702 -0.145 1.000 -0.428 -0.718 0.012 0.361 -0.292 -0.404 0.710 -0.629 -0.360 0.061 -0.529 -0.421 0.021 -0.628 0.040 0.692 0.018 0.774 0.712 | -| p4040_s | 0.285 0.022 -0.470 0.110 -0.428 1.000 0.557 0.018 -0.200 0.209 0.164 -0.489 0.477 0.251 -0.049 0.377 0.331 -0.015 0.459 -0.028 -0.494 -0.013 -0.562 -0.492 | -| Ctt | 0.545 0.031 -0.847 0.158 -0.718 0.557 1.000 0.020 -0.307 0.392 0.502 -0.837 0.804 0.510 -0.065 0.642 0.471 -0.025 0.674 -0.044 -0.758 -0.026 -0.924 -0.840 | -| p4415_s | -0.073 -0.001 0.062 -0.005 0.012 0.018 0.020 1.000 -0.009 0.092 0.036 0.074 -0.087 -0.030 0.000 -0.004 -0.045 0.002 -0.025 0.002 0.005 0.003 0.038 0.074 | -| Dbar_p | -0.184 -0.011 0.290 -0.062 0.361 -0.200 -0.307 -0.009 1.000 -0.151 -0.121 0.319 -0.393 -0.082 0.030 -0.198 -0.059 0.008 -0.175 0.021 0.293 0.012 0.358 0.322 | -| p4160_s | 0.134 0.016 -0.309 0.078 -0.292 0.209 0.392 0.092 -0.151 1.000 0.165 -0.313 0.302 0.155 -0.035 0.420 0.204 -0.009 0.296 -0.019 -0.323 -0.008 -0.377 -0.316 | -| p4160_p | 0.446 0.021 -0.513 0.106 -0.404 0.164 0.502 0.036 -0.121 0.165 1.000 -0.540 0.600 0.285 -0.046 0.487 0.373 -0.016 0.447 -0.029 -0.494 -0.017 -0.591 -0.543 | -| bplus_0 | -0.548 -0.028 0.802 -0.151 0.710 -0.489 -0.837 0.074 0.319 -0.313 -0.540 1.000 -0.748 -0.435 0.061 -0.672 -0.488 0.027 -0.660 0.043 0.781 0.048 0.912 0.789 | -| DDstar_p | 0.557 0.029 -0.768 0.141 -0.629 0.477 0.804 -0.087 -0.393 0.302 0.600 -0.748 1.000 0.460 -0.057 0.679 0.529 -0.023 0.680 -0.040 -0.765 -0.020 -0.868 -0.749 | -| psi2s_p | 0.286 0.018 -0.413 0.089 -0.360 0.251 0.510 -0.030 -0.082 0.155 0.285 -0.435 0.460 1.000 -0.039 0.326 0.341 -0.013 0.259 -0.025 -0.445 -0.013 -0.494 -0.438 | -| phi_s | -0.050 0.009 0.069 -0.030 0.061 -0.049 -0.065 0.000 0.030 -0.035 -0.046 0.061 -0.057 -0.039 1.000 -0.057 -0.059 -0.001 -0.060 0.408 0.039 -0.028 0.075 0.062 | -| p4040_p | 0.491 0.026 -0.663 0.133 -0.529 0.377 0.642 -0.004 -0.198 0.420 0.487 -0.672 0.679 0.326 -0.057 1.000 0.423 -0.020 0.525 -0.036 -0.633 -0.021 -0.737 -0.675 | -| jpsi_p | 0.357 0.020 -0.448 0.109 -0.421 0.331 0.471 -0.045 -0.059 0.204 0.373 -0.488 0.529 0.341 -0.059 0.423 1.000 -0.011 0.460 -0.031 -0.494 -0.019 -0.559 -0.492 | -| omega_s | -0.016 -0.270 0.024 -0.095 0.021 -0.015 -0.025 0.002 0.008 -0.009 -0.016 0.027 -0.023 -0.013 -0.001 -0.020 -0.011 1.000 -0.019 0.024 0.025 0.051 0.027 0.025 | -| p3770_s | 0.459 0.027 -0.662 0.137 -0.628 0.459 0.674 -0.025 -0.175 0.296 0.447 -0.660 0.680 0.259 -0.060 0.525 0.460 -0.019 1.000 -0.036 -0.644 -0.021 -0.743 -0.665 | -| phi_p | -0.030 0.002 0.046 -0.120 0.040 -0.028 -0.044 0.002 0.021 -0.019 -0.029 0.043 -0.040 -0.025 0.408 -0.036 -0.031 0.024 -0.036 1.000 0.040 -0.033 0.050 0.043 | -| bplus_2 | -0.498 -0.018 0.802 -0.095 0.692 -0.494 -0.758 0.005 0.293 -0.323 -0.494 0.781 -0.765 -0.445 0.039 -0.633 -0.494 0.025 -0.644 0.040 1.000 0.041 0.886 0.781 | -| rho_s | -0.015 0.214 0.024 0.223 0.018 -0.013 -0.026 0.003 0.012 -0.008 -0.017 0.048 -0.020 -0.013 -0.028 -0.021 -0.019 0.051 -0.021 -0.033 0.041 1.000 0.027 0.035 | -| Dbar_s | -0.604 -0.035 0.917 -0.178 0.774 -0.562 -0.924 0.038 0.358 -0.377 -0.591 0.912 -0.868 -0.494 0.075 -0.737 -0.559 0.027 -0.743 0.050 0.886 0.027 1.000 0.915 | -| bplus_1 | -0.552 -0.028 0.806 -0.145 0.712 -0.492 -0.840 0.074 0.322 -0.316 -0.543 0.789 -0.749 -0.438 0.062 -0.675 -0.492 0.025 -0.665 0.043 0.781 0.035 0.915 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1352209289942623}), (, {'error': 0.17425569067837188}), (, {'error': 0.5566446631972646}), (, {'error': 0.17102772004103795}), (, {'error': 0.13220336424700063}), (, {'error': 0.1330053103065273}), (, {'error': 0.2036754398725107}), (, {'error': 0.1288244973887558}), (, {'error': 0.3239679080806095}), (, {'error': 0.11801685492545921}), (, {'error': 0.07724440217494877}), (, {'error': 0.010434892955746289}), (, {'error': 0.3757346085180957}), (, {'error': 0.02600025279911211}), (, {'error': 0.6710259779105403}), (, {'error': 0.19306909470521738}), (, {'error': 0.021333461167482692}), (, {'error': 0.9917211069010445}), (, {'error': 0.23894224081496707}), (, {'error': 0.13769561460760205}), (, {'error': 0.07983335224828325}), (, {'error': 0.2406228124577624}), (, {'error': 0.5326181088653617}), (, {'error': 0.01962322919530557})]) -Toy 9/25 -Time taken: 1 h, 5 min -Projected time left: 1 h, 55 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1363 (1363 total) | -| EDM = 1.24E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297319.99626291473 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.99 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 3 | rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.48 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.91 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.54 | 0.20 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.85 | 0.20 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.06 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 12| DDstar_p | 1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.885 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.679 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.42 | 0.22 | | |0.918861 | 4.08114 | | -| 19| phi_p | -0.59 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.19 | 0.10 | | | -2 | 2 | | -| 21| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.94 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.004 0.017 0.048 0.038 -0.199 -0.022 -0.132 -0.103 -0.199 0.282 0.030 -0.134 -0.067 -0.018 0.134 0.007 0.017 -0.008 0.001 -0.240 -0.034 0.009 0.082 | -| omega_p | -0.004 1.000 0.000 0.068 0.002 -0.001 -0.005 0.002 0.004 -0.002 -0.001 -0.033 0.012 0.000 -0.010 -0.001 0.007 -0.401 0.000 0.004 0.017 0.100 -0.000 0.028 | -| DDstar_s | 0.017 0.000 1.000 -0.001 0.040 -0.008 -0.011 -0.006 -0.002 0.001 0.057 -0.008 0.054 0.024 -0.000 0.032 0.065 -0.003 0.037 0.001 0.017 0.007 -0.002 -0.011 | -| rho_p | 0.048 0.068 -0.001 1.000 -0.014 0.049 0.102 0.020 0.024 0.067 -0.004 0.024 -0.009 0.004 0.070 0.009 -0.081 0.189 0.023 0.085 -0.257 0.105 0.001 -0.033 | -| p3770_p | 0.038 0.002 0.040 -0.014 1.000 -0.159 -0.202 -0.074 0.268 -0.060 0.159 0.014 0.162 0.013 0.002 0.132 -0.012 -0.007 -0.231 -0.003 0.062 0.010 0.046 -0.084 | -| p4040_s | -0.199 -0.001 -0.008 0.049 -0.159 1.000 0.347 0.161 -0.064 0.072 -0.518 -0.033 -0.158 0.027 -0.025 -0.215 0.017 -0.001 0.105 0.006 -0.111 0.004 -0.006 0.030 | -| Ctt | -0.022 -0.005 -0.011 0.102 -0.202 0.347 1.000 0.213 -0.323 0.266 -0.337 0.053 -0.027 0.241 -0.047 -0.234 0.258 0.016 -0.127 0.001 -0.652 -0.037 -0.006 0.055 | -| p4415_s | -0.132 0.002 -0.006 0.020 -0.074 0.161 0.213 1.000 0.018 0.305 -0.032 -0.051 -0.060 0.025 -0.015 0.028 -0.010 -0.011 0.010 0.005 0.043 0.024 -0.002 -0.022 | -| Dbar_p | -0.103 0.004 -0.002 0.024 0.268 -0.064 -0.323 0.018 1.000 -0.060 -0.042 -0.081 -0.183 -0.061 -0.019 -0.114 0.154 -0.022 -0.083 0.009 0.054 0.048 0.030 -0.043 | -| p4160_s | -0.199 -0.002 0.001 0.067 -0.060 0.072 0.266 0.305 -0.060 1.000 -0.149 -0.033 -0.084 -0.044 -0.034 0.315 -0.009 -0.000 0.024 0.008 -0.141 0.004 -0.001 0.015 | -| p4160_p | 0.282 -0.001 0.057 -0.004 0.159 -0.518 -0.337 -0.032 -0.042 -0.149 1.000 0.032 0.005 -0.148 0.003 0.210 -0.065 0.009 -0.019 -0.004 -0.016 -0.022 0.035 0.028 | -| bplus_0 | 0.030 -0.033 -0.008 0.024 0.014 -0.033 0.053 -0.051 -0.081 -0.033 0.032 1.000 -0.168 -0.001 0.077 0.003 0.099 0.172 -0.016 -0.042 -0.158 -0.351 -0.002 -0.919 | -| DDstar_p | -0.134 0.012 0.054 -0.009 0.162 -0.158 -0.027 -0.060 -0.183 -0.084 0.005 -0.168 1.000 -0.113 -0.014 -0.011 -0.095 -0.053 0.083 0.009 0.280 0.114 0.005 -0.119 | -| psi2s_p | -0.067 0.000 0.024 0.004 0.013 0.027 0.241 0.025 -0.061 -0.044 -0.148 -0.001 -0.113 1.000 -0.004 -0.209 -0.012 -0.001 -0.449 -0.001 -0.054 -0.002 0.028 0.026 | -| phi_s | -0.018 -0.010 -0.000 0.070 0.002 -0.025 -0.047 -0.015 -0.019 -0.034 0.003 0.077 -0.014 -0.004 1.000 -0.005 0.022 0.040 -0.015 0.421 0.094 -0.001 -0.000 -0.071 | -| p4040_p | 0.134 -0.001 0.032 0.009 0.132 -0.215 -0.234 0.028 -0.114 0.315 0.210 0.003 -0.011 -0.209 -0.005 1.000 -0.098 0.005 -0.043 -0.001 -0.006 -0.012 0.022 0.037 | -| jpsi_p | 0.007 0.007 0.065 -0.081 -0.012 0.017 0.258 -0.010 0.154 -0.009 -0.065 0.099 -0.095 -0.012 0.022 -0.098 1.000 -0.010 -0.074 -0.025 -0.189 -0.010 0.057 -0.031 | -| omega_s | 0.017 -0.401 -0.003 0.189 -0.007 -0.001 0.016 -0.011 -0.022 -0.000 0.009 0.172 -0.053 -0.001 0.040 0.005 -0.010 1.000 -0.002 -0.022 -0.060 -0.467 -0.001 -0.148 | -| p3770_s | -0.008 0.000 0.037 0.023 -0.231 0.105 -0.127 0.010 -0.083 0.024 -0.019 -0.016 0.083 -0.449 -0.015 -0.043 -0.074 -0.002 1.000 0.002 0.056 0.002 0.032 -0.024 | -| phi_p | 0.001 0.004 0.001 0.085 -0.003 0.006 0.001 0.005 0.009 0.008 -0.004 -0.042 0.009 -0.001 0.421 -0.001 -0.025 -0.022 0.002 1.000 -0.016 0.028 0.001 0.032 | -| bplus_2 | -0.240 0.017 0.017 -0.257 0.062 -0.111 -0.652 0.043 0.054 -0.141 -0.016 -0.158 0.280 -0.054 0.094 -0.006 -0.189 -0.060 0.056 -0.016 1.000 0.106 0.004 -0.069 | -| rho_s | -0.034 0.100 0.007 0.105 0.010 0.004 -0.037 0.024 0.048 0.004 -0.022 -0.351 0.114 -0.002 -0.001 -0.012 -0.010 -0.467 0.002 0.028 0.106 1.000 0.001 0.292 | -| Dbar_s | 0.009 -0.000 -0.002 0.001 0.046 -0.006 -0.006 -0.002 0.030 -0.001 0.035 -0.002 0.005 0.028 -0.000 0.022 0.057 -0.001 0.032 0.001 0.004 0.001 1.000 -0.004 | -| bplus_1 | 0.082 0.028 -0.011 -0.033 -0.084 0.030 0.055 -0.022 -0.043 0.015 0.028 -0.919 -0.119 0.026 -0.071 0.037 -0.031 -0.148 -0.024 0.032 -0.069 0.292 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24681502639748265}), (, {'error': 0.43006755686258646}), (, {'error': 0.02965562091885382}), (, {'error': 0.3277278010192122}), (, {'error': 0.09479501007733471}), (, {'error': 0.17443348688575866}), (, {'error': 0.2025794420415491}), (, {'error': 0.19689660672278136}), (, {'error': 0.3175809514990773}), (, {'error': 0.17183081239447873}), (, {'error': 0.09191229273691626}), (, {'error': 0.03784507966631612}), (, {'error': 0.3454652696134981}), (, {'error': 0.03134578773689789}), (, {'error': 0.9176438664918765}), (, {'error': 0.20429264292861804}), (, {'error': 0.02374806093699977}), (, {'error': 1.0514954230718407}), (, {'error': 0.2240776321090605}), (, {'error': 0.1660328386179719}), (, {'error': 0.0987191740209421}), (, {'error': 0.32324619113153213}), (, {'error': 0.02253549205157268}), (, {'error': 0.06998013176635354})]) -Toy 10/25 -Time taken: 1 h, 12 min -Projected time left: 1 h, 48 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1337 (1337 total) | -| EDM = 8.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297227.14580485126 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.07 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 3 | rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.81 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.57 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.16 | 0.23 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.68 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.44 | 0.12 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.409 | 0.029 | | | -2 | 2 | | -| 12| DDstar_p | 1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 21.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.64 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.610 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.7 | 1.3 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.39 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | -5.59 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.000 -0.000 0.000 0.003 -0.000 -0.005 -0.015 0.002 -0.007 -0.003 0.002 0.006 -0.000 0.001 -0.004 -0.000 0.001 0.000 0.000 0.004 -0.001 -0.000 -0.003 | -| omega_p | -0.000 1.000 -0.001 0.018 -0.003 0.001 0.006 0.000 -0.006 0.003 -0.001 0.077 -0.018 -0.002 0.013 -0.000 -0.012 0.663 -0.002 -0.048 -0.027 -0.112 0.000 -0.066 | -| DDstar_s | -0.000 -0.001 1.000 -0.001 0.054 -0.017 -0.010 0.002 -0.006 0.001 0.058 0.002 0.071 0.029 -0.000 0.028 0.081 -0.002 0.049 0.001 0.024 0.006 -0.003 -0.028 | -| rho_p | 0.000 0.018 -0.001 1.000 -0.001 0.001 0.008 0.000 -0.007 0.002 0.000 0.078 -0.016 -0.000 0.007 -0.000 0.002 0.085 -0.001 -0.024 -0.024 -0.102 -0.000 -0.066 | -| p3770_p | 0.003 -0.003 0.054 -0.001 1.000 -0.195 -0.225 0.003 0.301 -0.053 0.164 0.060 0.169 -0.011 0.010 0.064 -0.003 0.003 -0.229 0.000 0.120 -0.007 0.059 -0.154 | -| p4040_s | -0.000 0.001 -0.017 0.001 -0.195 1.000 0.398 -0.011 -0.046 -0.200 -0.464 -0.036 -0.162 0.104 -0.032 -0.233 0.083 -0.021 0.064 0.000 -0.213 0.031 -0.010 0.069 | -| Ctt | -0.005 0.006 -0.010 0.008 -0.225 0.398 1.000 -0.005 -0.366 0.202 -0.391 0.020 0.026 0.232 -0.048 -0.156 0.321 -0.032 -0.194 0.011 -0.748 0.026 -0.008 0.126 | -| p4415_s | -0.015 0.000 0.002 0.000 0.003 -0.011 -0.005 1.000 -0.004 -0.008 0.014 -0.002 -0.005 -0.003 -0.001 0.004 -0.001 -0.000 0.001 -0.000 -0.009 0.000 0.001 0.007 | -| Dbar_p | 0.002 -0.006 -0.006 -0.007 0.301 -0.046 -0.366 -0.004 1.000 -0.140 0.002 -0.047 -0.252 -0.088 -0.029 -0.154 0.150 -0.027 -0.086 -0.003 0.075 0.059 0.037 -0.068 | -| p4160_s | -0.007 0.003 0.001 0.002 -0.053 -0.200 0.202 -0.008 -0.140 1.000 -0.072 -0.062 -0.121 -0.074 -0.046 0.362 0.001 -0.026 -0.006 -0.003 -0.239 0.037 -0.003 0.120 | -| p4160_p | -0.003 -0.001 0.058 0.000 0.164 -0.464 -0.391 0.014 0.002 -0.072 1.000 0.008 0.057 -0.129 0.017 -0.012 -0.096 0.015 0.023 -0.003 0.143 -0.025 0.032 0.003 | -| bplus_0 | 0.002 0.077 0.002 0.078 0.060 -0.036 0.020 -0.002 -0.047 -0.062 0.008 1.000 -0.037 -0.026 0.192 -0.054 0.139 0.191 -0.021 0.040 -0.059 -0.468 -0.000 -0.920 | -| DDstar_p | 0.006 -0.018 0.071 -0.016 0.169 -0.162 0.026 -0.005 -0.252 -0.121 0.057 -0.037 1.000 -0.138 -0.026 -0.066 -0.053 -0.040 0.087 -0.008 0.251 0.101 0.004 -0.248 | -| psi2s_p | -0.000 -0.002 0.029 -0.000 -0.011 0.104 0.232 -0.003 -0.088 -0.074 -0.129 -0.026 -0.138 1.000 -0.011 -0.201 -0.004 -0.007 -0.461 -0.003 -0.090 0.008 0.034 0.072 | -| phi_s | 0.001 0.013 -0.000 0.007 0.010 -0.032 -0.048 -0.001 -0.029 -0.046 0.017 0.192 -0.026 -0.011 1.000 -0.016 0.032 0.062 -0.015 0.570 0.101 -0.157 -0.001 -0.166 | -| p4040_p | -0.004 -0.000 0.028 -0.000 0.064 -0.233 -0.156 0.004 -0.154 0.362 -0.012 -0.054 -0.066 -0.201 -0.016 1.000 -0.116 -0.006 0.008 -0.006 -0.001 0.009 0.016 0.098 | -| jpsi_p | -0.000 -0.012 0.081 0.002 -0.003 0.083 0.321 -0.001 0.150 0.001 -0.096 0.139 -0.053 -0.004 0.032 -0.116 1.000 0.013 -0.097 -0.002 -0.274 -0.056 0.068 -0.068 | -| omega_s | 0.001 0.663 -0.002 0.085 0.003 -0.021 -0.032 -0.000 -0.027 -0.026 0.015 0.191 -0.040 -0.007 0.062 -0.006 0.013 1.000 -0.007 -0.033 0.047 -0.417 -0.001 -0.162 | -| p3770_s | 0.000 -0.002 0.049 -0.001 -0.229 0.064 -0.194 0.001 -0.086 -0.006 0.023 -0.021 0.087 -0.461 -0.015 0.008 -0.097 -0.007 1.000 -0.006 0.128 0.011 0.039 -0.027 | -| phi_p | 0.000 -0.048 0.001 -0.024 0.000 0.000 0.011 -0.000 -0.003 -0.003 -0.003 0.040 -0.008 -0.003 0.570 -0.006 -0.002 -0.033 -0.006 1.000 -0.005 -0.024 0.001 -0.030 | -| bplus_2 | 0.004 -0.027 0.024 -0.024 0.120 -0.213 -0.748 -0.009 0.075 -0.239 0.143 -0.059 0.251 -0.090 0.101 -0.001 -0.274 0.047 0.128 -0.005 1.000 -0.029 0.006 -0.177 | -| rho_s | -0.001 -0.112 0.006 -0.102 -0.007 0.031 0.026 0.000 0.059 0.037 -0.025 -0.468 0.101 0.008 -0.157 0.009 -0.056 -0.417 0.011 -0.024 -0.029 1.000 0.002 0.388 | -| Dbar_s | -0.000 0.000 -0.003 -0.000 0.059 -0.010 -0.008 0.001 0.037 -0.003 0.032 -0.000 0.004 0.034 -0.001 0.016 0.068 -0.001 0.039 0.001 0.006 0.002 1.000 -0.008 | -| bplus_1 | -0.003 -0.066 -0.028 -0.066 -0.154 0.069 0.126 0.007 -0.068 0.120 0.003 -0.920 -0.248 0.072 -0.166 0.098 -0.068 -0.162 -0.027 -0.030 -0.177 0.388 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10669705875851632}), (, {'error': 0.313724123392114}), (, {'error': 0.03587228077748947}), (, {'error': 0.13622518143267115}), (, {'error': 0.0979298283303498}), (, {'error': 0.18009211681059362}), (, {'error': 0.2299422209681431}), (, {'error': 0.02369205071027447}), (, {'error': 0.3403554841494172}), (, {'error': 0.16201990525606913}), (, {'error': 0.12245179009540497}), (, {'error': 0.029299125162352113}), (, {'error': 0.3637430525520209}), (, {'error': 0.03166465671779228}), (, {'error': 1.0788929412851083}), (, {'error': 0.31026426620572956}), (, {'error': 0.0245805909300989}), (, {'error': 1.3154661732712243}), (, {'error': 0.22589661961613894}), (, {'error': 0.16529636840677542}), (, {'error': 0.0833537809884306}), (, {'error': 0.4223565547445991}), (, {'error': 0.026517829188004327}), (, {'error': 0.059041853701107705})]) -Toy 11/25 -Time taken: 1 h, 20 min -Projected time left: 1 h, 41 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=2276 (2276 total) | -| EDM = 0.000131 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297252.335005016 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.39 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.08 | 0.41 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.08 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.83 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.17 | 0.19 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.37 | 0.20 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.48 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.04 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.475 | 0.015 | | | -2 | 2 | | -| 12| DDstar_p | 6 | 11 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 15.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.89 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.622 | 0.030 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.67 | 0.30 | | |0.918861 | 4.08114 | | -| 19| phi_p | 6.23 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.15 | 0.09 | | | -2 | 2 | | -| 21| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.30 | 0.56 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.000 0.301 0.008 0.244 -0.247 0.152 -0.243 0.378 -0.185 0.455 0.162 0.343 0.112 -0.012 0.379 0.221 -0.026 0.261 -0.000 -0.072 0.071 0.248 0.181 | -| omega_p | 0.000 1.000 0.001 0.005 0.001 -0.001 0.000 -0.000 0.001 -0.000 0.001 0.001 0.001 0.000 -0.004 0.001 0.001 -0.065 0.001 -0.002 -0.001 0.012 0.001 0.001 | -| DDstar_s | 0.301 0.001 1.000 -0.103 0.613 -0.387 0.335 -0.315 0.765 -0.204 0.775 0.660 0.918 0.312 0.010 0.675 0.407 -0.107 0.629 -0.002 -0.591 0.261 0.770 0.799 | -| rho_p | 0.008 0.005 -0.103 1.000 -0.064 0.073 0.025 0.029 -0.092 0.067 -0.075 -0.079 -0.095 -0.032 0.096 -0.061 -0.034 0.332 -0.047 0.059 0.263 0.191 -0.090 -0.047 | -| p3770_p | 0.244 0.001 0.613 -0.064 1.000 -0.318 0.034 -0.228 0.350 -0.164 0.587 0.466 0.612 0.221 -0.001 0.516 0.354 -0.076 0.250 -0.003 -0.362 0.182 0.247 0.544 | -| p4040_s | -0.247 -0.001 -0.387 0.073 -0.318 1.000 0.159 0.280 -0.213 0.199 -0.550 -0.232 -0.357 -0.121 -0.018 -0.365 -0.201 0.040 -0.143 0.001 0.270 -0.086 -0.212 -0.295 | -| Ctt | 0.152 0.000 0.335 0.025 0.034 0.159 1.000 0.037 0.530 0.181 0.131 0.109 0.275 0.363 -0.013 0.128 -0.080 -0.022 0.225 -0.000 0.214 0.068 0.431 0.134 | -| p4415_s | -0.243 -0.000 -0.315 0.029 -0.228 0.280 0.037 1.000 -0.290 0.353 -0.295 -0.123 -0.301 -0.087 -0.006 -0.235 -0.190 0.022 -0.195 0.000 0.103 -0.051 -0.250 -0.157 | -| Dbar_p | 0.378 0.001 0.765 -0.092 0.350 -0.213 0.530 -0.290 1.000 -0.106 0.678 0.368 0.683 0.391 0.020 0.636 0.412 -0.059 0.627 0.000 -0.469 0.133 0.730 0.460 | -| p4160_s | -0.185 -0.000 -0.204 0.067 -0.164 0.199 0.181 0.353 -0.106 1.000 -0.251 -0.092 -0.185 -0.090 -0.022 0.062 -0.148 0.018 -0.088 0.001 0.199 -0.028 -0.098 -0.137 | -| p4160_p | 0.455 0.001 0.775 -0.075 0.587 -0.550 0.131 -0.295 0.678 -0.251 1.000 0.487 0.787 0.256 0.005 0.685 0.475 -0.079 0.535 -0.002 -0.455 0.189 0.534 0.582 | -| bplus_0 | 0.162 0.001 0.660 -0.079 0.466 -0.232 0.109 -0.123 0.368 -0.092 0.487 1.000 0.625 0.193 -0.009 0.418 0.319 -0.117 0.412 -0.002 -0.444 0.291 0.415 0.267 | -| DDstar_p | 0.343 0.001 0.918 -0.095 0.612 -0.357 0.275 -0.301 0.683 -0.185 0.787 0.625 1.000 0.333 0.008 0.672 0.478 -0.101 0.613 -0.002 -0.561 0.247 0.729 0.756 | -| psi2s_p | 0.112 0.000 0.312 -0.032 0.221 -0.121 0.363 -0.087 0.391 -0.090 0.256 0.193 0.333 1.000 0.000 0.174 0.272 -0.032 0.033 -0.001 -0.188 0.075 0.203 0.232 | -| phi_s | -0.012 -0.004 0.010 0.096 -0.001 -0.018 -0.013 -0.006 0.020 -0.022 0.005 -0.009 0.008 0.000 1.000 0.002 -0.020 0.039 -0.004 0.499 -0.074 0.028 0.017 0.007 | -| p4040_p | 0.379 0.001 0.675 -0.061 0.516 -0.365 0.128 -0.235 0.636 0.062 0.685 0.418 0.672 0.174 0.002 1.000 0.397 -0.067 0.449 -0.001 -0.399 0.161 0.484 0.496 | -| jpsi_p | 0.221 0.001 0.407 -0.034 0.354 -0.201 -0.080 -0.190 0.412 -0.148 0.475 0.319 0.478 0.272 -0.020 0.397 1.000 -0.054 0.408 -0.008 -0.388 0.115 0.148 0.364 | -| omega_s | -0.026 -0.065 -0.107 0.332 -0.076 0.040 -0.022 0.022 -0.059 0.018 -0.079 -0.117 -0.101 -0.032 0.039 -0.067 -0.054 1.000 -0.064 -0.007 0.073 -0.333 -0.069 -0.073 | -| p3770_s | 0.261 0.001 0.629 -0.047 0.250 -0.143 0.225 -0.195 0.627 -0.088 0.535 0.412 0.613 0.033 -0.004 0.449 0.408 -0.064 1.000 -0.001 -0.394 0.157 0.460 0.479 | -| phi_p | -0.000 -0.002 -0.002 0.059 -0.003 0.001 -0.000 0.000 0.000 0.001 -0.002 -0.002 -0.002 -0.001 0.499 -0.001 -0.008 -0.007 -0.001 1.000 0.004 0.024 -0.002 0.000 | -| bplus_2 | -0.072 -0.001 -0.591 0.263 -0.362 0.270 0.214 0.103 -0.469 0.199 -0.455 -0.444 -0.561 -0.188 -0.074 -0.399 -0.388 0.073 -0.394 0.004 1.000 -0.103 -0.423 -0.572 | -| rho_s | 0.071 0.012 0.261 0.191 0.182 -0.086 0.068 -0.051 0.133 -0.028 0.189 0.291 0.247 0.075 0.028 0.161 0.115 -0.333 0.157 0.024 -0.103 1.000 0.160 0.197 | -| Dbar_s | 0.248 0.001 0.770 -0.090 0.247 -0.212 0.431 -0.250 0.730 -0.098 0.534 0.415 0.729 0.203 0.017 0.484 0.148 -0.069 0.460 -0.002 -0.423 0.160 1.000 0.512 | -| bplus_1 | 0.181 0.001 0.799 -0.047 0.544 -0.295 0.134 -0.157 0.460 -0.137 0.582 0.267 0.756 0.232 0.007 0.496 0.364 -0.073 0.479 0.000 -0.572 0.197 0.512 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16334361873452985}), (, {'error': 0.06889615109344405}), (, {'error': 0.40777320368661296}), (, {'error': 0.280361414995312}), (, {'error': 0.14707199437488727}), (, {'error': 0.17476520119291356}), (, {'error': 0.18574905817140341}), (, {'error': 0.19517907112581567}), (, {'error': 0.7003511653830401}), (, {'error': 0.16426882926290287}), (, {'error': 0.15170832216660557}), (, {'error': 0.01530666395080793}), (, {'error': 10.802457932364115}), (, {'error': 0.0336348365314727}), (, {'error': 0.8881100434118538}), (, {'error': 0.22680740011209188}), (, {'error': 0.029715323339054578}), (, {'error': 0.8573644810071599}), (, {'error': 0.30436368451025375}), (, {'error': 0.22378833993188252}), (, {'error': 0.08869573119353924}), (, {'error': 0.32734499108399856}), (, {'error': 0.556828677062168}), (, {'error': 0.03746764647718126})]) -Toy 12/25 -Time taken: 1 h, 31 min -Projected time left: 1 h, 38 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1068 (1068 total) | -| EDM = 8.5E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297249.8474054489 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.69 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.80 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.34 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 12| DDstar_p | -1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.877 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.2 | 1.3 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 4.16 | 0.18 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -1.618 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 7.1 | 1.6 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.13 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | -0.17 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.34 | 0.10 | | | -2 | 2 | | -| 21| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.92 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.009 0.023 0.049 0.022 -0.155 0.006 -0.141 -0.108 -0.138 0.290 0.023 -0.145 -0.067 -0.007 0.165 -0.007 0.017 -0.015 0.006 -0.236 -0.045 0.012 0.086 | -| omega_p | 0.009 1.000 -0.001 -0.030 -0.007 0.005 0.012 -0.003 -0.006 0.006 -0.000 0.056 -0.021 -0.002 0.044 -0.000 -0.025 0.793 -0.000 0.018 -0.045 -0.037 0.000 -0.049 | -| DDstar_s | 0.023 -0.001 1.000 0.001 0.045 -0.003 -0.009 -0.004 -0.002 0.002 0.057 -0.007 0.057 0.027 -0.000 0.037 0.071 -0.002 0.035 0.001 0.016 0.006 -0.002 -0.012 | -| rho_p | 0.049 -0.030 0.001 1.000 -0.012 0.061 0.104 0.023 0.037 0.075 -0.015 -0.047 0.009 0.001 0.136 -0.005 -0.091 0.021 0.023 0.140 -0.249 0.044 0.002 0.025 | -| p3770_p | 0.022 -0.007 0.045 -0.012 1.000 -0.141 -0.240 -0.071 0.279 -0.064 0.167 0.002 0.178 -0.058 -0.005 0.156 -0.005 -0.012 -0.285 -0.007 0.092 0.020 0.055 -0.090 | -| p4040_s | -0.155 0.005 -0.003 0.061 -0.141 1.000 0.331 0.194 -0.114 0.118 -0.507 -0.029 -0.171 -0.023 -0.012 -0.199 -0.011 0.006 0.095 0.009 -0.137 -0.018 -0.005 0.046 | -| Ctt | 0.006 0.012 -0.009 0.104 -0.240 0.331 1.000 0.205 -0.347 0.264 -0.350 0.057 -0.034 0.217 -0.020 -0.295 0.249 0.022 -0.106 0.008 -0.656 -0.069 -0.005 0.066 | -| p4415_s | -0.141 -0.003 -0.004 0.023 -0.071 0.194 0.205 1.000 0.034 0.321 -0.086 -0.050 -0.038 0.025 -0.008 -0.030 -0.008 -0.010 0.015 0.003 0.066 0.022 -0.001 -0.036 | -| Dbar_p | -0.108 -0.006 -0.002 0.037 0.279 -0.114 -0.347 0.034 1.000 -0.081 -0.029 -0.084 -0.196 -0.069 -0.013 -0.082 0.174 -0.020 -0.106 0.005 0.072 0.043 0.035 -0.049 | -| p4160_s | -0.138 0.006 0.002 0.075 -0.064 0.118 0.264 0.321 -0.081 1.000 -0.144 -0.028 -0.094 -0.057 -0.015 0.278 -0.014 0.006 0.015 0.010 -0.159 -0.020 -0.001 0.025 | -| p4160_p | 0.290 -0.000 0.057 -0.015 0.167 -0.507 -0.350 -0.086 -0.029 -0.144 1.000 0.025 0.047 -0.136 0.001 0.265 -0.064 0.004 -0.037 -0.004 0.012 -0.012 0.036 0.021 | -| bplus_0 | 0.023 0.056 -0.007 -0.047 0.002 -0.029 0.057 -0.050 -0.084 -0.028 0.025 1.000 -0.163 -0.006 0.067 0.003 0.086 0.160 -0.021 -0.011 -0.252 -0.356 -0.002 -0.914 | -| DDstar_p | -0.145 -0.021 0.057 0.009 0.178 -0.171 -0.034 -0.038 -0.196 -0.094 0.047 -0.163 1.000 -0.110 -0.015 0.045 -0.048 -0.051 0.067 -0.002 0.300 0.116 0.005 -0.130 | -| psi2s_p | -0.067 -0.002 0.027 0.001 -0.058 -0.023 0.217 0.025 -0.069 -0.057 -0.136 -0.006 -0.110 1.000 -0.005 -0.199 -0.024 -0.003 -0.408 -0.004 -0.039 0.000 0.033 0.033 | -| phi_s | -0.007 0.044 -0.000 0.136 -0.005 -0.012 -0.020 -0.008 -0.013 -0.015 0.001 0.067 -0.015 -0.005 1.000 -0.001 -0.016 0.052 -0.008 0.770 0.019 -0.060 -0.000 -0.063 | -| p4040_p | 0.165 -0.000 0.037 -0.005 0.156 -0.199 -0.295 -0.030 -0.082 0.278 0.265 0.003 0.045 -0.199 -0.001 1.000 -0.100 0.002 -0.079 -0.002 0.037 -0.007 0.027 0.022 | -| jpsi_p | -0.007 -0.025 0.071 -0.091 -0.005 -0.011 0.249 -0.008 0.174 -0.014 -0.064 0.086 -0.048 -0.024 -0.016 -0.100 1.000 -0.028 -0.069 -0.042 -0.179 0.022 0.066 -0.035 | -| omega_s | 0.017 0.793 -0.002 0.021 -0.012 0.006 0.022 -0.010 -0.020 0.006 0.004 0.160 -0.051 -0.003 0.052 0.002 -0.028 1.000 -0.002 0.001 -0.085 -0.364 -0.000 -0.137 | -| p3770_s | -0.015 -0.000 0.035 0.023 -0.285 0.095 -0.106 0.015 -0.106 0.015 -0.037 -0.021 0.067 -0.408 -0.008 -0.079 -0.069 -0.002 1.000 0.002 0.061 -0.002 0.031 -0.012 | -| phi_p | 0.006 0.018 0.001 0.140 -0.007 0.009 0.008 0.003 0.005 0.010 -0.004 -0.011 -0.002 -0.004 0.770 -0.002 -0.042 0.001 0.002 1.000 -0.033 -0.021 0.001 0.005 | -| bplus_2 | -0.236 -0.045 0.016 -0.249 0.092 -0.137 -0.656 0.066 0.072 -0.159 0.012 -0.252 0.300 -0.039 0.019 0.037 -0.179 -0.085 0.061 -0.033 1.000 0.209 0.003 0.014 | -| rho_s | -0.045 -0.037 0.006 0.044 0.020 -0.018 -0.069 0.022 0.043 -0.020 -0.012 -0.356 0.116 0.000 -0.060 -0.007 0.022 -0.364 -0.002 -0.021 0.209 1.000 0.001 0.297 | -| Dbar_s | 0.012 0.000 -0.002 0.002 0.055 -0.005 -0.005 -0.001 0.035 -0.001 0.036 -0.002 0.005 0.033 -0.000 0.027 0.066 -0.000 0.031 0.001 0.003 0.001 1.000 -0.005 | -| bplus_1 | 0.086 -0.049 -0.012 0.025 -0.090 0.046 0.066 -0.036 -0.049 0.025 0.021 -0.914 -0.130 0.033 -0.063 0.022 -0.035 -0.137 -0.012 0.005 0.014 0.297 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18633910939728526}), (, {'error': 0.35237224591495275}), (, {'error': 0.031020294004120985}), (, {'error': 0.4179328688642485}), (, {'error': 0.10167558836706281}), (, {'error': 0.16900681851514382}), (, {'error': 0.20894772911460646}), (, {'error': 0.19443154324760126}), (, {'error': 0.3374838497059822}), (, {'error': 0.16865256304498755}), (, {'error': 0.09581767380476247}), (, {'error': 0.03761190762030697}), (, {'error': 0.3536827203467019}), (, {'error': 0.03128594082009428}), (, {'error': 1.2916446273381519}), (, {'error': 0.17868317046848148}), (, {'error': 0.02401214861826073}), (, {'error': 1.6156390972560812}), (, {'error': 0.2323344930001494}), (, {'error': 0.2939458992944157}), (, {'error': 0.10144209839492868}), (, {'error': 0.3191546752124082}), (, {'error': 0.02425149608042146}), (, {'error': 0.06835110748516815})]) -Toy 13/25 -Time taken: 1 h, 38 min -Projected time left: 1 h, 30 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1399 (1399 total) | -| EDM = 0.00031 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297484.66019454214 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.63 | 0.12 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.10 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.52 | 0.18 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.410 | 0.015 | | | -2 | 2 | | -| 12| DDstar_p | -5.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 20.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 2.70 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 1.699 | 0.030 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.40 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.75 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.39 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.77 | 0.03 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.007 0.004 0.046 0.065 -0.198 -0.043 -0.020 0.001 0.010 0.002 0.025 0.243 -0.014 -0.033 0.017 0.107 -0.003 0.044 -0.019 0.232 -0.035 0.041 -0.221 | -| omega_p | -0.007 1.000 -0.002 0.114 -0.003 0.013 0.019 0.007 -0.001 -0.001 0.000 0.101 -0.025 -0.008 0.010 -0.008 -0.039 0.904 -0.008 -0.051 0.001 0.469 -0.005 -0.072 | -| DDstar_s | 0.004 -0.002 1.000 -0.003 -0.028 0.012 0.006 0.008 -0.002 -0.001 -0.000 0.001 0.018 -0.004 0.000 -0.004 -0.022 -0.001 -0.018 -0.000 0.019 -0.005 -0.005 -0.034 | -| rho_p | 0.046 0.114 -0.003 1.000 -0.025 0.048 0.153 0.062 -0.003 -0.002 -0.001 0.035 -0.049 0.014 -0.183 0.045 -0.036 0.122 0.001 -0.287 0.291 0.115 -0.016 0.002 | -| p3770_p | 0.065 -0.003 -0.028 -0.025 1.000 -0.146 -0.071 -0.036 -0.045 0.004 -0.001 0.020 -0.059 0.018 0.009 0.040 -0.038 -0.006 -0.256 0.008 -0.013 0.010 -0.095 -0.015 | -| p4040_s | -0.198 0.013 0.012 0.048 -0.146 1.000 0.412 0.024 0.016 -0.009 0.009 -0.007 -0.142 0.150 -0.015 -0.195 -0.157 0.008 -0.001 -0.007 0.141 0.021 -0.021 0.092 | -| Ctt | -0.043 0.019 0.006 0.153 -0.071 0.412 1.000 0.266 0.006 -0.014 -0.000 -0.010 -0.123 0.198 -0.066 -0.017 -0.455 0.012 -0.279 -0.032 0.768 0.006 0.139 -0.094 | -| p4415_s | -0.020 0.007 0.008 0.062 -0.036 0.024 0.266 1.000 0.003 0.001 -0.005 0.020 0.090 0.043 -0.032 0.154 -0.059 0.004 -0.008 -0.017 0.140 0.005 0.013 0.011 | -| Dbar_p | 0.001 -0.001 -0.002 -0.003 -0.045 0.016 0.006 0.003 1.000 -0.001 0.000 -0.002 -0.006 -0.022 0.002 -0.013 -0.050 -0.001 -0.030 0.000 0.012 -0.001 0.018 -0.010 | -| p4160_s | 0.010 -0.001 -0.001 -0.002 0.004 -0.009 -0.014 0.001 -0.001 1.000 -0.002 0.001 0.012 -0.001 0.000 -0.005 0.010 -0.000 0.003 0.000 -0.003 -0.001 -0.000 -0.007 | -| p4160_p | 0.002 0.000 -0.000 -0.001 -0.001 0.009 -0.000 -0.005 0.000 -0.002 1.000 -0.001 -0.007 0.001 0.001 -0.002 -0.002 0.000 -0.001 0.000 -0.003 0.001 -0.001 0.003 | -| bplus_0 | 0.025 0.101 0.001 0.035 0.020 -0.007 -0.010 0.020 -0.002 0.001 -0.001 1.000 0.027 0.009 -0.016 0.046 0.063 0.036 0.049 0.027 -0.083 0.313 -0.005 -0.841 | -| DDstar_p | 0.243 -0.025 0.018 -0.049 -0.059 -0.142 -0.123 0.090 -0.006 0.012 -0.007 0.027 1.000 0.263 0.005 0.398 0.506 -0.010 0.157 0.006 0.070 -0.083 -0.076 -0.441 | -| psi2s_p | -0.014 -0.008 -0.004 0.014 0.018 0.150 0.198 0.043 -0.022 -0.001 0.001 0.009 0.263 1.000 -0.015 -0.060 0.119 -0.006 -0.404 -0.007 0.096 -0.018 0.051 -0.103 | -| phi_s | -0.033 0.010 0.000 -0.183 0.009 -0.015 -0.066 -0.032 0.002 0.000 0.001 -0.016 0.005 -0.015 1.000 -0.038 -0.025 -0.002 -0.015 0.585 -0.151 0.012 0.006 0.006 | -| p4040_p | 0.017 -0.008 -0.004 0.045 0.040 -0.195 -0.017 0.154 -0.013 -0.005 -0.002 0.046 0.398 -0.060 -0.038 1.000 0.170 -0.005 0.131 -0.020 0.114 -0.031 0.059 -0.175 | -| jpsi_p | 0.107 -0.039 -0.022 -0.036 -0.038 -0.157 -0.455 -0.059 -0.050 0.010 -0.002 0.063 0.506 0.119 -0.025 0.170 1.000 -0.035 0.193 -0.011 -0.243 -0.038 -0.037 -0.154 | -| omega_s | -0.003 0.904 -0.001 0.122 -0.006 0.008 0.012 0.004 -0.001 -0.000 0.000 0.036 -0.010 -0.006 -0.002 -0.005 -0.035 1.000 -0.007 -0.100 0.006 0.227 -0.002 -0.025 | -| p3770_s | 0.044 -0.008 -0.018 0.001 -0.256 -0.001 -0.279 -0.008 -0.030 0.003 -0.001 0.049 0.157 -0.404 -0.015 0.131 0.193 -0.007 1.000 -0.007 -0.117 -0.011 0.043 -0.056 | -| phi_p | -0.019 -0.051 -0.000 -0.287 0.008 -0.007 -0.032 -0.017 0.000 0.000 0.000 0.027 0.006 -0.007 0.585 -0.020 -0.011 -0.100 -0.007 1.000 -0.093 0.090 0.003 -0.034 | -| bplus_2 | 0.232 0.001 0.019 0.291 -0.013 0.141 0.768 0.140 0.012 -0.003 -0.003 -0.083 0.070 0.096 -0.151 0.114 -0.243 0.006 -0.117 -0.093 1.000 -0.074 0.028 -0.178 | -| rho_s | -0.035 0.469 -0.005 0.115 0.010 0.021 0.006 0.005 -0.001 -0.001 0.001 0.313 -0.083 -0.018 0.012 -0.031 -0.038 0.227 -0.011 0.090 -0.074 1.000 -0.012 -0.215 | -| Dbar_s | 0.041 -0.005 -0.005 -0.016 -0.095 -0.021 0.139 0.013 0.018 -0.000 -0.001 -0.005 -0.076 0.051 0.006 0.059 -0.037 -0.002 0.043 0.003 0.028 -0.012 1.000 -0.070 | -| bplus_1 | -0.221 -0.072 -0.034 0.002 -0.015 0.092 -0.094 0.011 -0.010 -0.007 0.003 -0.841 -0.441 -0.103 0.006 -0.175 -0.154 -0.025 -0.056 -0.034 -0.178 -0.215 -0.070 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.388253850337414}), (, {'error': 0.5535855857193739}), (, {'error': 0.018671517656657255}), (, {'error': 0.7048508767434005}), (, {'error': 0.11736773086278207}), (, {'error': 0.17359035697237546}), (, {'error': 0.20526494051789246}), (, {'error': 0.18162016823183985}), (, {'error': 0.07413017968979041}), (, {'error': 0.012238279292737408}), (, {'error': 0.009916294502397172}), (, {'error': 0.015472346114155044}), (, {'error': 0.39308329267839826}), (, {'error': 0.03267085021407912}), (, {'error': 1.0227826140248837}), (, {'error': 0.1617404186567093}), (, {'error': 0.029559063603245228}), (, {'error': 4.292133532776884}), (, {'error': 0.22740935872852974}), (, {'error': 0.18001461655157414}), (, {'error': 0.0764490209306149}), (, {'error': 0.36133811953980166}), (, {'error': 0.09161122912540082}), (, {'error': 0.03250461991236975})]) -Toy 14/25 -Time taken: 1 h, 46 min -Projected time left: 1 h, 23 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=239 (239 total) | -| EDM = 7.66E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297172.6716470686 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.61 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -6.09 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.021 | 0.460 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.23 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.30 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.006 | 0.015 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.06 | 0.11 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.96 | 0.15 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -3.5 | 1.2 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.45 | 0.13 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -1.91 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.989 | 0.012 | | | -2 | 2 | | -| 12| DDstar_p | 5 | 11 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 20.8 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 1.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 4.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.01 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.89 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.15 | 0.10 | | | -2 | 2 | | -| 21| rho_s | 1.93 | 0.18 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.21 | 0.11 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -1.928 | 0.024 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.005 -0.707 -0.029 0.243 0.040 -0.204 -0.132 0.641 0.116 0.681 0.102 0.700 0.423 0.046 -0.066 0.592 0.002 0.369 0.039 0.019 0.011 -0.547 0.127 | -| omega_p | 0.005 1.000 -0.005 -0.093 0.002 0.000 -0.001 -0.000 0.003 0.003 0.005 0.001 0.005 0.004 0.010 -0.001 0.004 0.315 0.004 -0.010 0.010 0.017 -0.003 0.004 | -| DDstar_s | -0.707 -0.005 1.000 0.060 -0.254 -0.042 0.194 0.101 -0.937 -0.389 -0.881 -0.211 -0.984 -0.607 -0.076 0.089 -0.792 -0.002 -0.484 -0.058 0.101 -0.019 0.841 -0.264 | -| rho_p | -0.029 -0.093 0.060 1.000 -0.018 -0.003 0.018 0.022 -0.061 0.005 -0.048 0.032 -0.059 -0.029 -0.072 0.004 -0.030 0.232 -0.009 -0.199 0.188 0.152 0.045 0.036 | -| p3770_p | 0.243 0.002 -0.254 -0.018 1.000 0.026 -0.053 -0.072 0.086 0.063 0.336 0.111 0.262 0.253 0.023 -0.039 0.312 -0.001 0.044 0.021 -0.026 0.003 -0.176 0.130 | -| p4040_s | 0.040 0.000 -0.042 -0.003 0.026 1.000 -0.027 -0.002 0.033 0.038 0.050 0.006 0.043 0.026 0.003 -0.392 0.040 0.000 0.019 0.003 -0.004 0.001 -0.029 0.007 | -| Ctt | -0.204 -0.001 0.194 0.018 -0.053 -0.027 1.000 0.189 -0.200 0.100 -0.245 -0.078 -0.180 0.053 -0.009 0.026 -0.240 -0.001 -0.129 -0.004 0.422 -0.011 0.294 -0.106 | -| p4415_s | -0.132 -0.000 0.101 0.022 -0.072 -0.002 0.189 1.000 -0.070 0.095 -0.057 0.061 -0.115 -0.085 -0.017 0.005 -0.125 0.000 -0.054 -0.009 0.007 -0.003 0.081 0.070 | -| Dbar_p | 0.641 0.003 -0.937 -0.061 0.086 0.033 -0.200 -0.070 1.000 0.389 0.767 0.166 0.933 0.497 0.070 -0.075 0.645 0.000 0.363 0.051 -0.071 0.017 -0.826 0.209 | -| p4160_s | 0.116 0.003 -0.389 0.005 0.063 0.038 0.100 0.095 0.389 1.000 0.307 0.152 0.372 0.192 0.013 -0.054 0.271 0.002 0.208 0.017 0.020 0.003 -0.317 0.180 | -| p4160_p | 0.681 0.005 -0.881 -0.048 0.336 0.050 -0.245 -0.057 0.767 0.307 1.000 0.177 0.873 0.550 0.064 -0.081 0.760 0.002 0.474 0.051 -0.080 0.016 -0.675 0.222 | -| bplus_0 | 0.102 0.001 -0.211 0.032 0.111 0.006 -0.078 0.061 0.166 0.152 0.177 1.000 0.243 0.159 -0.002 -0.019 0.214 0.005 0.145 0.000 -0.180 0.024 -0.255 -0.338 | -| DDstar_p | 0.700 0.005 -0.984 -0.059 0.262 0.043 -0.180 -0.115 0.933 0.372 0.873 0.243 1.000 0.593 0.076 -0.088 0.773 0.001 0.481 0.057 -0.104 0.019 -0.821 0.303 | -| psi2s_p | 0.423 0.004 -0.607 -0.029 0.253 0.026 0.053 -0.085 0.497 0.192 0.550 0.159 0.593 1.000 0.041 -0.050 0.566 0.001 0.175 0.035 -0.095 0.012 -0.412 0.197 | -| phi_s | 0.046 0.010 -0.076 -0.072 0.023 0.003 -0.009 -0.017 0.070 0.013 0.064 -0.002 0.076 0.041 1.000 -0.006 0.040 -0.010 0.024 0.380 -0.100 -0.017 -0.062 -0.002 | -| p4040_p | -0.066 -0.001 0.089 0.004 -0.039 -0.392 0.026 0.005 -0.075 -0.054 -0.081 -0.019 -0.088 -0.050 -0.006 1.000 -0.077 -0.000 -0.046 -0.005 0.008 -0.001 0.063 -0.024 | -| jpsi_p | 0.592 0.004 -0.792 -0.030 0.312 0.040 -0.240 -0.125 0.645 0.271 0.760 0.214 0.773 0.566 0.040 -0.077 1.000 -0.001 0.494 0.041 -0.138 0.012 -0.573 0.267 | -| omega_s | 0.002 0.315 -0.002 0.232 -0.001 0.000 -0.001 0.000 0.000 0.002 0.002 0.005 0.001 0.001 -0.010 -0.000 -0.001 1.000 0.002 -0.071 0.015 -0.199 -0.000 0.008 | -| p3770_s | 0.369 0.004 -0.484 -0.009 0.044 0.019 -0.129 -0.054 0.363 0.208 0.474 0.145 0.481 0.175 0.024 -0.046 0.494 0.002 1.000 0.027 -0.061 0.005 -0.288 0.175 | -| phi_p | 0.039 -0.010 -0.058 -0.199 0.021 0.003 -0.004 -0.009 0.051 0.017 0.051 0.000 0.057 0.035 0.380 -0.005 0.041 -0.071 0.027 1.000 -0.041 0.013 -0.047 0.001 | -| bplus_2 | 0.019 0.010 0.101 0.188 -0.026 -0.004 0.422 0.007 -0.071 0.020 -0.080 -0.180 -0.104 -0.095 -0.100 0.008 -0.138 0.015 -0.061 -0.041 1.000 -0.023 0.013 -0.234 | -| rho_s | 0.011 0.017 -0.019 0.152 0.003 0.001 -0.011 -0.003 0.017 0.003 0.016 0.024 0.019 0.012 -0.017 -0.001 0.012 -0.199 0.005 0.013 -0.023 1.000 -0.015 0.010 | -| Dbar_s | -0.547 -0.003 0.841 0.045 -0.176 -0.029 0.294 0.081 -0.826 -0.317 -0.675 -0.255 -0.821 -0.412 -0.062 0.063 -0.573 -0.000 -0.288 -0.047 0.013 -0.015 1.000 -0.312 | -| bplus_1 | 0.127 0.004 -0.264 0.036 0.130 0.007 -0.106 0.070 0.209 0.180 0.222 -0.338 0.303 0.197 -0.002 -0.024 0.267 0.008 0.175 0.001 -0.234 0.010 -0.312 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26095851612068}), (, {'error': 0.22962378892187774}), (, {'error': 0.46021758674939095}), (, {'error': 0.14192599953765273}), (, {'error': 0.09394206284665074}), (, {'error': 0.014703949813813958}), (, {'error': 0.10620896417674586}), (, {'error': 0.15425378707334947}), (, {'error': 1.1717292744292482}), (, {'error': 0.13209632131030768}), (, {'error': 0.15355365119028264}), (, {'error': 0.011800376766180065}), (, {'error': 11.174940790018846}), (, {'error': 0.03399150479022417}), (, {'error': 0.7778942207225814}), (, {'error': 8.535438582278626}), (, {'error': 0.0370216614470289}), (, {'error': 0.8024657004755715}), (, {'error': 0.22827811827819566}), (, {'error': 0.12276936862320431}), (, {'error': 0.09643531044694897}), (, {'error': 0.18300359158725032}), (, {'error': 0.10975550364135175}), (, {'error': 0.024497730413467145})]) -Toy 15/25 -Time taken: 1 h, 50 min -Projected time left: 1 h, 13 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1278 (1278 total) | -| EDM = 6.63E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297277.03913779586 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.18 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 3 | rho_p | -6.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.57 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.99 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.31 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 5.22 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.427 | 0.017 | | | -2 | 2 | | -| 12| DDstar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.901 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.96 | 0.19 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.679 | 0.027 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 8.1 | 1.4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | -0.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.012 0.030 0.077 0.067 -0.224 -0.028 -0.150 -0.061 -0.216 0.279 0.015 -0.001 -0.108 -0.006 0.144 -0.025 -0.005 -0.010 0.012 0.200 0.041 0.016 -0.087 | -| omega_p | -0.012 1.000 0.000 -0.120 0.010 -0.008 -0.020 0.003 0.009 -0.008 -0.000 0.082 0.022 -0.001 0.001 -0.003 0.002 0.751 -0.000 -0.026 -0.050 0.267 0.000 -0.055 | -| DDstar_s | 0.030 0.000 1.000 0.001 0.018 0.007 -0.002 -0.001 0.003 0.008 0.042 0.000 0.030 0.028 0.000 0.028 0.054 0.000 0.025 0.001 0.008 -0.000 -0.002 -0.008 | -| rho_p | 0.077 -0.120 0.001 1.000 -0.046 0.075 0.158 0.009 0.005 0.087 -0.014 -0.175 -0.058 -0.010 0.234 0.002 -0.166 0.118 0.012 0.217 0.374 0.457 0.001 0.140 | -| p3770_p | 0.067 0.010 0.018 -0.046 1.000 -0.166 -0.235 -0.075 0.350 -0.087 0.247 0.027 0.269 0.063 -0.008 0.198 0.120 -0.005 -0.167 -0.012 -0.109 0.001 0.026 0.128 | -| p4040_s | -0.224 -0.008 0.007 0.075 -0.166 1.000 0.357 0.194 -0.099 0.165 -0.562 0.013 -0.135 -0.032 -0.005 -0.241 -0.052 -0.004 0.079 0.014 0.130 0.052 0.000 0.014 | -| Ctt | -0.028 -0.020 -0.002 0.158 -0.235 0.357 1.000 0.209 -0.290 0.296 -0.387 -0.028 -0.119 0.169 -0.014 -0.309 0.167 -0.005 -0.209 0.020 0.699 0.088 0.008 -0.155 | -| p4415_s | -0.150 0.003 -0.001 0.009 -0.075 0.194 0.209 1.000 0.017 0.318 -0.061 0.012 -0.042 0.022 -0.003 -0.008 -0.024 -0.002 0.008 0.002 -0.063 0.025 -0.001 0.121 | -| Dbar_p | -0.061 0.009 0.003 0.005 0.350 -0.099 -0.290 0.017 1.000 -0.069 0.064 0.016 -0.083 0.029 -0.004 -0.005 0.265 -0.004 0.028 0.002 -0.077 0.039 0.018 0.196 | -| p4160_s | -0.216 -0.008 0.008 0.087 -0.087 0.165 0.296 0.318 -0.069 1.000 -0.223 0.025 -0.083 -0.064 -0.007 0.251 -0.052 -0.005 0.008 0.016 0.148 0.065 0.002 0.025 | -| p4160_p | 0.279 -0.000 0.042 -0.014 0.247 -0.562 -0.387 -0.061 0.064 -0.223 1.000 0.020 0.244 -0.138 -0.005 0.277 0.011 -0.005 0.029 -0.005 -0.068 -0.001 0.029 0.020 | -| bplus_0 | 0.015 0.082 0.000 -0.175 0.027 0.013 -0.028 0.012 0.016 0.025 0.020 1.000 0.000 -0.006 -0.050 0.021 -0.049 -0.029 0.044 -0.025 -0.029 0.144 0.001 -0.829 | -| DDstar_p | -0.001 0.022 0.030 -0.058 0.269 -0.135 -0.119 -0.042 -0.083 -0.083 0.244 0.000 1.000 0.031 -0.004 0.149 0.228 -0.004 0.191 -0.010 -0.257 0.027 0.001 0.381 | -| psi2s_p | -0.108 -0.001 0.028 -0.010 0.063 -0.032 0.169 0.022 0.029 -0.064 -0.138 -0.006 0.031 1.000 -0.006 -0.215 0.001 -0.006 -0.438 -0.006 -0.016 0.004 0.028 0.058 | -| phi_s | -0.006 0.001 0.000 0.234 -0.008 -0.005 -0.014 -0.003 -0.004 -0.007 -0.005 -0.050 -0.004 -0.006 1.000 -0.005 -0.035 0.029 -0.009 0.744 -0.010 0.144 0.000 0.048 | -| p4040_p | 0.144 -0.003 0.028 0.002 0.198 -0.241 -0.309 -0.008 -0.005 0.251 0.277 0.021 0.149 -0.215 -0.005 1.000 -0.057 -0.005 -0.022 -0.001 -0.065 0.005 0.024 0.017 | -| jpsi_p | -0.025 0.002 0.054 -0.166 0.120 -0.052 0.167 -0.024 0.265 -0.052 0.011 -0.049 0.228 0.001 -0.035 -0.057 1.000 -0.027 -0.011 -0.061 0.037 -0.076 0.043 0.095 | -| omega_s | -0.005 0.751 0.000 0.118 -0.005 -0.004 -0.005 -0.002 -0.004 -0.005 -0.005 -0.029 -0.004 -0.006 0.029 -0.005 -0.027 1.000 -0.008 -0.025 -0.010 0.055 0.000 0.022 | -| p3770_s | -0.010 -0.000 0.025 0.012 -0.167 0.079 -0.209 0.008 0.028 0.008 0.029 0.044 0.191 -0.438 -0.009 -0.022 -0.011 -0.008 1.000 0.001 -0.111 0.027 0.028 0.095 | -| phi_p | 0.012 -0.026 0.001 0.217 -0.012 0.014 0.020 0.002 0.002 0.016 -0.005 -0.025 -0.010 -0.006 0.744 -0.001 -0.061 -0.025 0.001 1.000 0.068 0.131 0.001 0.029 | -| bplus_2 | 0.200 -0.050 0.008 0.374 -0.109 0.130 0.699 -0.063 -0.077 0.148 -0.068 -0.029 -0.257 -0.016 -0.010 -0.065 0.037 -0.010 -0.111 0.068 1.000 0.201 0.005 -0.272 | -| rho_s | 0.041 0.267 -0.000 0.457 0.001 0.052 0.088 0.025 0.039 0.065 -0.001 0.144 0.027 0.004 0.144 0.005 -0.076 0.055 0.027 0.131 0.201 1.000 0.000 -0.076 | -| Dbar_s | 0.016 0.000 -0.002 0.001 0.026 0.000 0.008 -0.001 0.018 0.002 0.029 0.001 0.001 0.028 0.000 0.024 0.043 0.000 0.028 0.001 0.005 0.000 1.000 -0.004 | -| bplus_1 | -0.087 -0.055 -0.008 0.140 0.128 0.014 -0.155 0.121 0.196 0.025 0.020 -0.829 0.381 0.058 0.048 0.017 0.095 0.022 0.095 0.029 -0.272 -0.076 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19604111750894293}), (, {'error': 0.36151125912813775}), (, {'error': 0.021088011744516272}), (, {'error': 0.5361216924206986}), (, {'error': 0.10686327173123034}), (, {'error': 0.17294368519421438}), (, {'error': 0.21473608199024685}), (, {'error': 0.19309524373761827}), (, {'error': 0.2979062083844193}), (, {'error': 0.17051244886627837}), (, {'error': 0.10492831892447718}), (, {'error': 0.017344871415471586}), (, {'error': 0.32391159633822664}), (, {'error': 0.03148800776669791}), (, {'error': 1.1928244022189496}), (, {'error': 0.1884691110975636}), (, {'error': 0.02719729640945978}), (, {'error': 1.4042473800420607}), (, {'error': 0.22897100268742054}), (, {'error': 0.28676929663539985}), (, {'error': 0.08364787310259114}), (, {'error': 0.3962143788555335}), (, {'error': 0.0172725385731613}), (, {'error': 0.036693095175264534})]) -Toy 16/25 -Time taken: 1 h, 57 min -Projected time left: 1 h, 6 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1296 (1296 total) | -| EDM = 0.00167 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297128.643175211 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.17 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.008 | | | -0.3 | 0.3 | | -| 3 | rho_p | 5.88 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.61 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.31 | 0.17 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 2.25 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.31 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.01 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.437 | 0.018 | | | -2 | 2 | | -| 12| DDstar_p | 1.75 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 2.168 | 0.026 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 20.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 4.15 | 0.29 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.691 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 8.2 | 1.5 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.57 | 0.25 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.11 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.005 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.007 0.011 0.054 -0.001 -0.222 -0.058 -0.147 -0.019 -0.181 0.299 0.024 -0.056 -0.101 -0.035 0.160 -0.005 -0.011 0.001 -0.020 0.226 -0.006 0.006 -0.111 | -| omega_p | -0.007 1.000 0.000 0.071 0.000 -0.001 -0.008 0.004 0.006 -0.001 -0.004 0.062 0.012 -0.003 0.040 -0.004 -0.012 0.784 0.000 0.023 -0.019 0.427 0.000 -0.046 | -| DDstar_s | 0.011 0.000 1.000 -0.000 -0.000 0.003 0.002 0.000 0.003 0.003 0.015 0.000 0.011 0.017 0.000 0.007 0.022 0.000 0.000 0.000 0.004 0.000 -0.000 -0.002 | -| rho_p | 0.054 0.071 -0.000 1.000 0.000 0.048 0.101 0.010 0.013 0.062 0.006 0.007 -0.009 0.001 -0.142 0.015 -0.094 0.017 -0.000 -0.208 0.252 0.245 -0.000 0.005 | -| p3770_p | -0.001 0.000 -0.000 0.000 1.000 0.000 0.008 0.001 -0.004 0.001 -0.003 -0.001 -0.003 0.006 0.000 -0.001 0.001 0.000 -0.001 0.000 0.003 -0.000 -0.000 -0.001 | -| p4040_s | -0.222 -0.001 0.003 0.048 0.000 1.000 0.306 0.172 -0.065 0.076 -0.528 0.019 -0.121 -0.043 -0.027 -0.190 -0.037 -0.009 -0.002 -0.015 0.064 0.010 0.001 0.040 | -| Ctt | -0.058 -0.008 0.002 0.101 0.008 0.306 1.000 0.186 -0.191 0.215 -0.363 -0.021 -0.134 0.045 -0.050 -0.287 0.239 -0.019 -0.001 -0.024 0.651 -0.004 0.008 -0.109 | -| p4415_s | -0.147 0.004 0.000 0.010 0.001 0.172 0.186 1.000 0.010 0.309 -0.040 0.012 -0.028 0.004 -0.005 0.019 -0.034 -0.002 -0.001 -0.002 -0.110 0.018 -0.001 0.128 | -| Dbar_p | -0.019 0.006 0.003 0.013 -0.004 -0.065 -0.191 0.010 1.000 -0.047 0.078 0.019 -0.005 0.115 -0.004 -0.020 0.245 -0.002 0.004 0.001 -0.060 0.025 0.006 0.128 | -| p4160_s | -0.181 -0.001 0.003 0.062 0.001 0.076 0.215 0.309 -0.047 1.000 -0.113 0.035 -0.068 -0.099 -0.036 0.334 -0.041 -0.011 -0.000 -0.019 0.109 0.012 0.001 0.024 | -| p4160_p | 0.299 -0.004 0.015 0.006 -0.003 -0.528 -0.363 -0.040 0.078 -0.113 1.000 0.023 0.109 -0.107 -0.011 0.241 -0.020 -0.005 0.003 -0.007 0.039 -0.004 0.009 -0.066 | -| bplus_0 | 0.024 0.062 0.000 0.007 -0.001 0.019 -0.021 0.012 0.019 0.035 0.023 1.000 -0.002 0.012 -0.010 0.019 -0.070 -0.006 0.000 0.018 0.052 0.236 0.000 -0.877 | -| DDstar_p | -0.056 0.012 0.011 -0.009 -0.003 -0.121 -0.134 -0.028 -0.005 -0.068 0.109 -0.002 1.000 0.013 0.012 0.037 0.065 0.001 0.002 0.007 -0.247 0.048 0.003 0.319 | -| psi2s_p | -0.101 -0.003 0.017 0.001 0.006 -0.043 0.045 0.004 0.115 -0.099 -0.107 0.012 0.013 1.000 -0.011 -0.211 -0.059 -0.007 0.004 -0.009 -0.082 0.010 0.016 0.066 | -| phi_s | -0.035 0.040 0.000 -0.142 0.000 -0.027 -0.050 -0.005 -0.004 -0.036 -0.011 -0.010 0.012 -0.011 1.000 -0.014 0.026 0.016 0.000 0.752 -0.138 0.000 0.000 0.006 | -| p4040_p | 0.160 -0.004 0.007 0.015 -0.001 -0.190 -0.287 0.019 -0.020 0.334 0.241 0.019 0.037 -0.211 -0.014 1.000 -0.066 -0.005 0.002 -0.009 0.024 -0.004 0.006 -0.047 | -| jpsi_p | -0.005 -0.012 0.022 -0.094 0.001 -0.037 0.239 -0.034 0.245 -0.041 -0.020 -0.070 0.065 -0.059 0.026 -0.066 1.000 -0.008 0.001 0.008 0.104 0.001 0.014 0.017 | -| omega_s | -0.011 0.784 0.000 0.017 0.000 -0.009 -0.019 -0.002 -0.002 -0.011 -0.005 -0.006 0.001 -0.007 0.016 -0.005 -0.008 1.000 0.000 -0.034 -0.042 0.069 0.000 0.006 | -| p3770_s | 0.001 0.000 0.000 -0.000 -0.001 -0.002 -0.001 -0.001 0.004 -0.000 0.003 0.000 0.002 0.004 0.000 0.002 0.001 0.000 1.000 0.000 0.000 0.000 0.000 0.000 | -| phi_p | -0.020 0.023 0.000 -0.208 0.000 -0.015 -0.024 -0.002 0.001 -0.019 -0.007 0.018 0.007 -0.009 0.752 -0.009 0.008 -0.034 0.000 1.000 -0.077 0.034 0.000 -0.020 | -| bplus_2 | 0.226 -0.019 0.004 0.252 0.003 0.064 0.651 -0.110 -0.060 0.109 0.039 0.052 -0.247 -0.082 -0.138 0.024 0.104 -0.042 0.000 -0.077 1.000 -0.010 0.003 -0.330 | -| rho_s | -0.006 0.427 0.000 0.245 -0.000 0.010 -0.004 0.018 0.025 0.012 -0.004 0.236 0.048 0.010 0.000 -0.004 0.001 0.069 0.000 0.034 -0.010 1.000 -0.000 -0.174 | -| Dbar_s | 0.006 0.000 -0.000 -0.000 -0.000 0.001 0.008 -0.001 0.006 0.001 0.009 0.000 0.003 0.016 0.000 0.006 0.014 0.000 0.000 0.000 0.003 -0.000 1.000 -0.003 | -| bplus_1 | -0.111 -0.046 -0.002 0.005 -0.001 0.040 -0.109 0.128 0.128 0.024 -0.066 -0.877 0.319 0.066 0.006 -0.047 0.017 0.006 0.000 -0.020 -0.330 -0.174 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17001745114989042}), (, {'error': 0.3173987619480414}), (, {'error': 0.008102881957348262}), (, {'error': 0.2715128286560189}), (, {'error': 0.01216316685117258}), (, {'error': 0.1652432330449328}), (, {'error': 0.16843600282261462}), (, {'error': 0.18621178703133434}), (, {'error': 0.18789870058609104}), (, {'error': 0.1614307282175811}), (, {'error': 0.09482186647241564}), (, {'error': 0.017745469138052083}), (, {'error': 0.21747275930862964}), (, {'error': 0.02613301619027908}), (, {'error': 1.222441182921786}), (, {'error': 0.2884098117546241}), (, {'error': 0.02511937242182416}), (, {'error': 1.463292527505787}), (, {'error': 0.008770513384301015}), (, {'error': 0.24780058682498662}), (, {'error': 0.07702924952374735}), (, {'error': 0.3229806937934736}), (, {'error': 0.0053028389910387275}), (, {'error': 0.03723549131270909})]) -Toy 17/25 -Time taken: 2 h, 5 min -Projected time left: 59 min, 4 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1374 (1374 total) | -| EDM = 0.0052 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297150.9892807437 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.20 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.67 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.04 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.33 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.12 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.48 | 0.03 | | | -2 | 2 | | -| 12| DDstar_p | -0.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 15.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.48 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.55 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 7.0 | 1.7 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.08 | 0.24 | | |0.918861 | 4.08114 | | -| 19| phi_p | -0.55 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.35 | 0.10 | | | -2 | 2 | | -| 21| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.91 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.008 -0.107 0.040 0.083 -0.199 0.045 -0.180 0.261 -0.128 0.446 -0.014 -0.363 0.065 -0.017 0.307 0.187 0.009 0.170 0.006 -0.106 -0.007 0.033 0.063 | -| omega_p | 0.008 1.000 -0.007 0.049 -0.011 0.005 0.023 -0.005 0.017 0.007 -0.001 0.080 0.006 -0.003 0.021 0.001 -0.025 0.806 0.001 -0.034 -0.059 -0.081 0.001 -0.071 | -| DDstar_s | -0.107 -0.007 1.000 -0.007 -0.048 -0.027 0.081 0.002 0.134 -0.019 -0.097 -0.021 0.094 -0.077 -0.002 -0.064 -0.170 -0.014 -0.021 -0.001 0.039 0.025 -0.001 -0.041 | -| rho_p | 0.040 0.049 -0.007 1.000 0.003 0.043 0.091 0.009 -0.042 0.061 -0.009 0.070 0.017 0.001 0.082 0.005 -0.014 0.185 0.015 0.076 -0.284 0.091 -0.010 -0.084 | -| p3770_p | 0.083 -0.011 -0.048 0.003 1.000 -0.224 -0.387 -0.059 -0.471 -0.124 0.297 -0.058 -0.327 0.102 -0.018 0.198 0.311 -0.028 -0.089 0.009 0.181 0.057 -0.183 -0.143 | -| p4040_s | -0.199 0.005 -0.027 0.043 -0.224 1.000 0.396 0.186 0.149 0.098 -0.479 -0.016 0.110 0.016 -0.020 -0.216 -0.154 0.005 0.073 0.002 -0.120 0.002 0.060 0.032 | -| Ctt | 0.045 0.023 0.081 0.091 -0.387 0.396 1.000 0.157 0.520 0.320 -0.281 0.112 0.138 0.216 -0.027 -0.150 -0.433 0.044 -0.106 -0.009 -0.662 -0.073 0.073 0.124 | -| p4415_s | -0.180 -0.005 0.002 0.009 -0.059 0.186 0.157 1.000 -0.086 0.314 -0.116 -0.042 0.098 0.005 -0.012 -0.034 -0.092 -0.014 -0.026 0.003 0.088 0.032 -0.008 -0.058 | -| Dbar_p | 0.261 0.017 0.134 -0.042 -0.471 0.149 0.520 -0.086 1.000 0.161 0.128 0.158 -0.142 0.142 0.044 0.220 -0.100 0.048 0.157 -0.016 -0.170 -0.117 0.179 0.132 | -| p4160_s | -0.128 0.007 -0.019 0.061 -0.124 0.098 0.320 0.314 0.161 1.000 -0.152 -0.017 0.029 -0.026 -0.029 0.275 -0.122 0.007 0.030 0.003 -0.142 0.003 0.051 0.024 | -| p4160_p | 0.446 -0.001 -0.097 -0.009 0.297 -0.479 -0.281 -0.116 0.128 -0.152 1.000 -0.027 -0.601 0.087 0.001 0.400 0.430 -0.006 0.237 0.007 0.132 0.010 -0.028 -0.011 | -| bplus_0 | -0.014 0.080 -0.021 0.070 -0.058 -0.016 0.112 -0.042 0.158 -0.017 -0.027 1.000 0.079 -0.024 0.092 -0.024 -0.179 0.193 -0.025 -0.040 -0.251 -0.383 0.033 -0.905 | -| DDstar_p | -0.363 0.006 0.094 0.017 -0.327 0.110 0.138 0.098 -0.142 0.029 -0.601 0.079 1.000 -0.309 0.001 -0.457 -0.623 0.022 -0.402 -0.016 -0.283 -0.050 -0.152 0.080 | -| psi2s_p | 0.065 -0.003 -0.077 0.001 0.102 0.016 0.216 0.005 0.142 -0.026 0.087 -0.024 -0.309 1.000 -0.006 -0.016 0.202 -0.008 -0.229 0.004 0.034 0.014 -0.055 -0.006 | -| phi_s | -0.017 0.021 -0.002 0.082 -0.018 -0.020 -0.027 -0.012 0.044 -0.029 0.001 0.092 0.001 -0.006 1.000 -0.005 -0.028 0.044 -0.012 0.446 0.079 -0.003 0.008 -0.078 | -| p4040_p | 0.307 0.001 -0.064 0.005 0.198 -0.216 -0.150 -0.034 0.220 0.275 0.400 -0.024 -0.457 -0.016 -0.005 1.000 0.286 -0.001 0.175 0.005 0.083 0.003 -0.016 0.012 | -| jpsi_p | 0.187 -0.025 -0.170 -0.014 0.311 -0.154 -0.433 -0.092 -0.100 -0.122 0.430 -0.179 -0.623 0.202 -0.028 0.286 1.000 -0.054 0.305 0.013 0.406 0.093 -0.123 -0.021 | -| omega_s | 0.009 0.806 -0.014 0.185 -0.028 0.005 0.044 -0.014 0.048 0.007 -0.006 0.193 0.022 -0.008 0.044 -0.001 -0.054 1.000 -0.003 -0.046 -0.100 -0.367 0.006 -0.166 | -| p3770_s | 0.170 0.001 -0.021 0.015 -0.089 0.073 -0.106 -0.026 0.157 0.030 0.237 -0.025 -0.402 -0.229 -0.012 0.175 0.305 -0.003 1.000 0.006 0.129 0.009 -0.060 -0.037 | -| phi_p | 0.006 -0.034 -0.001 0.076 0.009 0.002 -0.009 0.003 -0.016 0.003 0.007 -0.040 -0.016 0.004 0.446 0.005 0.013 -0.046 0.006 1.000 -0.003 0.041 -0.005 0.026 | -| bplus_2 | -0.106 -0.059 0.039 -0.284 0.181 -0.120 -0.662 0.088 -0.170 -0.142 0.132 -0.251 -0.283 0.034 0.079 0.083 0.406 -0.100 0.129 -0.003 1.000 0.121 -0.051 -0.004 | -| rho_s | -0.007 -0.081 0.025 0.091 0.057 0.002 -0.073 0.032 -0.117 0.003 0.010 -0.383 -0.050 0.014 -0.003 0.003 0.093 -0.367 0.009 0.041 0.121 1.000 -0.018 0.311 | -| Dbar_s | 0.033 0.001 -0.001 -0.010 -0.183 0.060 0.073 -0.008 0.179 0.051 -0.028 0.033 -0.152 -0.055 0.008 -0.016 -0.123 0.006 -0.060 -0.005 -0.051 -0.018 1.000 0.012 | -| bplus_1 | 0.063 -0.071 -0.041 -0.084 -0.143 0.032 0.124 -0.058 0.132 0.024 -0.011 -0.905 0.080 -0.006 -0.078 0.012 -0.021 -0.166 -0.037 0.026 -0.004 0.311 0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18726061065714528}), (, {'error': 0.39119649754828245}), (, {'error': 0.41744640211600575}), (, {'error': 0.454568912146903}), (, {'error': 0.12687052584885095}), (, {'error': 0.17784050275174834}), (, {'error': 0.2119803534362652}), (, {'error': 0.1942539727200776}), (, {'error': 0.5437811336541474}), (, {'error': 0.17260303485129913}), (, {'error': 0.13215570829004974}), (, {'error': 0.034133942092848146}), (, {'error': 0.5260141577344881}), (, {'error': 0.03310425207207324}), (, {'error': 0.9537744045837053}), (, {'error': 0.199979543178592}), (, {'error': 0.03239230572881491}), (, {'error': 1.7482561239868777}), (, {'error': 0.24456141926118624}), (, {'error': 0.1778450993039935}), (, {'error': 0.09600159200398806}), (, {'error': 0.34433804415341274}), (, {'error': 0.41778772128340413}), (, {'error': 0.06462315282390851})]) -Toy 18/25 -Time taken: 2 h, 13 min -Projected time left: 51 min, 55 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=467 (467 total) | -| EDM = 1.2E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297237.61943204555 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.31 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -0.13 | 0.37 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.297 | 0.019 | | | -0.3 | 0.3 | | -| 3 | rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -3.01 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.06 | 0.16 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.31 | 0.17 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -4.1 | 2.9 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.11 | 0.18 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.30 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.550 | 0.017 | | | -2 | 2 | | -| 12| DDstar_p | 0.4 | 1.7 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.4 | 0.7 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.77 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.5 | 0.7 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.79 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.25 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 2.0 | 1.6 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.05 | 0.23 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.97 | 0.03 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.061 0.096 0.005 -0.287 0.280 -0.313 -0.077 -0.525 0.257 0.657 -0.548 0.777 0.325 -0.002 0.525 0.597 0.060 0.120 0.005 0.319 -0.143 -0.599 -0.615 | -| omega_p | 0.061 1.000 0.012 -0.054 -0.036 0.036 -0.019 -0.005 -0.054 0.036 0.050 -0.070 0.070 0.027 0.037 0.044 0.047 0.386 0.012 0.015 0.068 -0.194 -0.058 -0.039 | -| DDstar_s | 0.096 0.012 1.000 -0.001 -0.068 0.072 -0.045 0.008 -0.065 0.063 0.069 -0.113 0.120 0.056 0.001 0.066 0.091 0.013 0.008 0.001 0.050 -0.029 -0.090 -0.125 | -| rho_p | 0.005 -0.054 -0.001 1.000 0.010 0.003 0.035 0.000 0.017 0.013 -0.001 0.013 -0.014 -0.000 0.040 0.005 -0.001 0.136 0.015 0.023 0.115 0.177 0.015 0.028 | -| p3770_p | -0.287 -0.036 -0.068 0.010 1.000 -0.379 0.142 -0.068 0.756 -0.295 -0.047 0.418 -0.511 0.021 -0.015 -0.015 -0.043 -0.045 0.019 -0.003 -0.223 0.097 0.713 0.452 | -| p4040_s | 0.280 0.036 0.072 0.003 -0.379 1.000 0.018 0.114 -0.489 0.251 0.020 -0.329 0.516 0.164 -0.001 0.139 0.259 0.036 0.082 0.003 0.192 -0.086 -0.521 -0.370 | -| Ctt | -0.313 -0.019 -0.045 0.035 0.142 0.018 1.000 0.164 0.242 0.003 -0.399 0.250 -0.393 0.047 -0.027 -0.316 -0.400 -0.036 -0.075 -0.003 0.378 0.055 0.365 0.259 | -| p4415_s | -0.077 -0.005 0.008 0.000 -0.068 0.114 0.164 1.000 -0.041 0.239 -0.015 0.067 0.013 0.003 -0.002 0.022 -0.047 -0.006 0.003 -0.000 -0.082 0.014 -0.048 0.073 | -| Dbar_p | -0.525 -0.054 -0.065 0.017 0.756 -0.489 0.242 -0.041 1.000 -0.421 -0.267 0.622 -0.761 -0.070 -0.019 -0.231 -0.211 -0.068 0.136 -0.004 -0.322 0.153 0.901 0.688 | -| p4160_s | 0.257 0.036 0.063 0.013 -0.295 0.251 0.003 0.239 -0.421 1.000 0.179 -0.284 0.470 0.121 -0.010 0.426 0.243 0.031 0.039 0.003 0.219 -0.080 -0.448 -0.330 | -| p4160_p | 0.657 0.050 0.069 -0.001 -0.047 0.020 -0.399 -0.015 -0.267 0.179 1.000 -0.446 0.642 0.353 0.000 0.525 0.657 0.051 0.179 0.004 0.187 -0.117 -0.357 -0.499 | -| bplus_0 | -0.548 -0.070 -0.113 0.013 0.418 -0.329 0.250 0.067 0.622 -0.284 -0.446 1.000 -0.708 -0.225 -0.020 -0.363 -0.407 -0.084 -0.004 -0.004 -0.320 0.197 0.642 0.244 | -| DDstar_p | 0.777 0.070 0.120 -0.014 -0.511 0.516 -0.393 0.013 -0.761 0.470 0.642 -0.708 1.000 0.391 0.015 0.557 0.678 0.080 0.089 0.006 0.306 -0.178 -0.869 -0.781 | -| psi2s_p | 0.325 0.027 0.056 -0.000 0.021 0.164 0.047 0.003 -0.070 0.121 0.353 -0.225 0.391 1.000 -0.003 0.260 0.500 0.026 -0.033 0.002 0.069 -0.060 -0.129 -0.250 | -| phi_s | -0.002 0.037 0.001 0.040 -0.015 -0.001 -0.027 -0.002 -0.019 -0.010 0.000 -0.020 0.015 -0.003 1.000 -0.006 -0.009 0.029 -0.017 0.243 -0.080 0.014 -0.016 -0.015 | -| p4040_p | 0.525 0.044 0.066 0.005 -0.015 0.139 -0.316 0.022 -0.231 0.426 0.525 -0.363 0.557 0.260 -0.006 1.000 0.571 0.041 0.149 0.004 0.147 -0.099 -0.293 -0.410 | -| jpsi_p | 0.597 0.047 0.091 -0.001 -0.043 0.259 -0.400 -0.047 -0.211 0.243 0.657 -0.407 0.678 0.500 -0.009 0.571 1.000 0.045 0.298 0.002 0.055 -0.113 -0.332 -0.453 | -| omega_s | 0.060 0.386 0.013 0.136 -0.045 0.036 -0.036 -0.006 -0.068 0.031 0.051 -0.084 0.080 0.026 0.029 0.041 0.045 1.000 0.002 -0.003 0.015 -0.321 -0.070 -0.051 | -| p3770_s | 0.120 0.012 0.008 0.015 0.019 0.082 -0.075 0.003 0.136 0.039 0.179 -0.004 0.089 -0.033 -0.017 0.149 0.298 0.002 1.000 0.001 -0.032 -0.014 0.121 -0.020 | -| phi_p | 0.005 0.015 0.001 0.023 -0.003 0.003 -0.003 -0.000 -0.004 0.003 0.004 -0.004 0.006 0.002 0.243 0.004 0.002 -0.003 0.001 1.000 0.004 0.011 -0.004 -0.003 | -| bplus_2 | 0.319 0.068 0.050 0.115 -0.223 0.192 0.378 -0.082 -0.322 0.219 0.187 -0.320 0.306 0.069 -0.080 0.147 0.055 0.015 -0.032 0.004 1.000 -0.093 -0.348 -0.363 | -| rho_s | -0.143 -0.194 -0.029 0.177 0.097 -0.086 0.055 0.014 0.153 -0.080 -0.117 0.197 -0.178 -0.060 0.014 -0.099 -0.113 -0.321 -0.014 0.011 -0.093 1.000 0.159 0.116 | -| Dbar_s | -0.599 -0.058 -0.090 0.015 0.713 -0.521 0.365 -0.048 0.901 -0.448 -0.357 0.642 -0.869 -0.129 -0.016 -0.293 -0.332 -0.070 0.121 -0.004 -0.348 0.159 1.000 0.712 | -| bplus_1 | -0.615 -0.039 -0.125 0.028 0.452 -0.370 0.259 0.073 0.688 -0.330 -0.499 0.244 -0.781 -0.250 -0.015 -0.410 -0.453 -0.051 -0.020 -0.003 -0.363 0.116 0.712 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24837741098365895}), (, {'error': 0.36774014005308686}), (, {'error': 0.01896765631355324}), (, {'error': 0.12980178400368914}), (, {'error': 0.1508143914453801}), (, {'error': 0.1779574811828129}), (, {'error': 0.15505139478069108}), (, {'error': 0.1711631491942106}), (, {'error': 2.9418219498114917}), (, {'error': 0.17663748127493706}), (, {'error': 0.1437340221660508}), (, {'error': 0.017054171448714683}), (, {'error': 1.6750914840231568}), (, {'error': 0.03637393420973023}), (, {'error': 0.716760185626935}), (, {'error': 0.1953962240839653}), (, {'error': 0.04329280730196361}), (, {'error': 0.6754377926457655}), (, {'error': 0.22832701859063298}), (, {'error': 0.07091869545826901}), (, {'error': 0.07977248425817296}), (, {'error': 1.6414243328314335}), (, {'error': 0.226110743152273}), (, {'error': 0.033966447107429465})]) -Toy 19/25 -Time taken: 2 h, 18 min -Projected time left: 43 min, 48 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1264 (1264 total) | -| EDM = 5.57E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297229.0616980041 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.65 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 3 | rho_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.36 | 0.12 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.15 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.07 | 0.21 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.21 | 0.18 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 0.26 | 0.66 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.38 | 0.15 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.17 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 12| DDstar_p | -3.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.34 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.662 | 0.030 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 8.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 2.53 | 0.25 | | |0.918861 | 4.08114 | | -| 19| phi_p | 6.06 | 0.23 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.05 | 0.09 | | | -2 | 2 | | -| 21| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 1.06 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.018 -0.075 -0.009 0.113 -0.102 0.030 -0.128 -0.052 -0.139 0.449 0.244 -0.239 0.084 -0.007 0.304 0.201 0.006 0.129 -0.007 -0.234 -0.085 -0.142 -0.157 | -| omega_p | -0.018 1.000 0.013 0.008 0.008 0.008 -0.043 0.021 0.024 0.008 -0.014 -0.083 -0.018 -0.005 0.027 -0.015 0.011 0.620 -0.008 0.021 0.034 0.325 0.054 0.071 | -| DDstar_s | -0.075 0.013 1.000 0.005 0.035 -0.057 0.069 -0.021 -0.192 -0.041 -0.020 -0.164 0.234 0.001 0.004 0.041 -0.040 -0.004 0.082 0.006 0.163 0.057 -0.165 0.115 | -| rho_p | -0.009 0.008 0.005 1.000 0.002 -0.005 -0.017 0.001 -0.002 -0.008 -0.002 -0.020 0.000 0.001 -0.021 -0.002 0.004 0.006 -0.002 -0.017 0.054 -0.110 0.003 0.025 | -| p3770_p | 0.113 0.008 0.035 0.002 1.000 -0.051 -0.130 -0.036 -0.090 -0.019 0.245 -0.073 -0.087 0.116 -0.005 0.214 0.187 -0.004 -0.114 0.002 0.026 0.026 0.260 0.025 | -| p4040_s | -0.102 0.008 -0.057 -0.005 -0.051 1.000 0.151 0.125 0.033 0.110 -0.280 -0.055 -0.133 -0.005 -0.012 -0.086 0.070 -0.007 0.131 0.004 0.022 0.020 -0.093 0.043 | -| Ctt | 0.030 -0.043 0.069 -0.017 -0.130 0.151 1.000 0.029 -0.536 0.119 -0.121 0.530 0.439 0.266 -0.011 -0.003 -0.256 0.014 0.157 -0.023 -0.560 -0.180 -0.684 -0.381 | -| p4415_s | -0.128 0.021 -0.021 0.001 -0.036 0.125 0.029 1.000 0.088 0.243 -0.018 -0.226 -0.056 -0.018 -0.008 -0.020 -0.014 -0.011 -0.015 0.010 0.166 0.081 0.084 0.147 | -| Dbar_p | -0.052 0.024 -0.192 -0.002 -0.090 0.033 -0.536 0.088 1.000 0.041 -0.129 -0.217 -0.743 -0.255 -0.020 -0.302 -0.107 -0.018 -0.430 0.005 -0.013 0.095 0.631 0.083 | -| p4160_s | -0.139 0.008 -0.041 -0.008 -0.019 0.110 0.119 0.243 0.041 1.000 -0.052 -0.046 -0.105 -0.028 -0.017 0.286 0.017 -0.009 0.044 0.003 -0.023 0.020 -0.056 0.023 | -| p4160_p | 0.449 -0.014 -0.020 -0.002 0.245 -0.280 -0.121 -0.018 -0.129 -0.052 1.000 0.166 -0.291 0.140 0.004 0.421 0.371 0.009 0.181 -0.004 -0.089 -0.065 -0.048 -0.093 | -| bplus_0 | 0.244 -0.083 -0.164 -0.020 -0.073 -0.055 0.530 -0.226 -0.217 -0.046 0.166 1.000 0.123 0.053 -0.002 0.161 -0.201 0.032 0.074 -0.043 -0.634 -0.328 -0.523 -0.935 | -| DDstar_p | -0.239 -0.018 0.234 0.000 -0.087 -0.133 0.439 -0.056 -0.743 -0.105 -0.291 0.123 1.000 -0.036 0.006 -0.031 -0.334 0.006 0.114 -0.009 -0.002 -0.052 -0.507 -0.055 | -| psi2s_p | 0.084 -0.005 0.001 0.001 0.116 -0.005 0.266 -0.018 -0.255 -0.028 0.140 0.053 -0.036 1.000 0.004 0.071 0.249 0.004 -0.059 -0.000 0.010 -0.024 -0.156 -0.015 | -| phi_s | -0.007 0.027 0.004 -0.021 -0.005 -0.012 -0.011 -0.008 -0.020 -0.017 0.004 -0.002 0.006 0.004 1.000 0.004 -0.012 0.011 -0.001 0.650 0.074 0.022 -0.021 0.009 | -| p4040_p | 0.304 -0.015 0.041 -0.002 0.214 -0.086 -0.003 -0.020 -0.302 0.286 0.421 0.161 -0.031 0.071 0.004 1.000 0.246 0.008 0.153 -0.004 -0.058 -0.066 -0.197 -0.081 | -| jpsi_p | 0.201 0.011 -0.040 0.004 0.187 0.070 -0.256 -0.014 -0.107 0.017 0.371 -0.201 -0.334 0.249 -0.012 0.246 1.000 -0.014 0.274 0.005 0.254 0.057 0.125 0.185 | -| omega_s | 0.006 0.620 -0.004 0.006 -0.004 -0.007 0.014 -0.011 -0.018 -0.009 0.009 0.032 0.006 0.004 0.011 0.008 -0.014 1.000 0.004 -0.027 0.016 -0.111 -0.029 -0.024 | -| p3770_s | 0.129 -0.008 0.082 -0.002 -0.114 0.131 0.157 -0.015 -0.430 0.044 0.181 0.074 0.114 -0.059 -0.001 0.153 0.274 0.004 1.000 -0.000 0.040 -0.039 -0.286 -0.017 | -| phi_p | -0.007 0.021 0.006 -0.017 0.002 0.004 -0.023 0.010 0.005 0.003 -0.004 -0.043 -0.009 -0.000 0.650 -0.004 0.005 -0.027 -0.000 1.000 0.024 0.028 0.021 0.037 | -| bplus_2 | -0.234 0.034 0.163 0.054 0.026 0.022 -0.560 0.166 -0.013 -0.023 -0.089 -0.634 -0.002 0.010 0.074 -0.058 0.254 0.016 0.040 0.024 1.000 0.173 0.237 0.513 | -| rho_s | -0.085 0.325 0.057 -0.110 0.026 0.020 -0.180 0.081 0.095 0.020 -0.065 -0.328 -0.052 -0.024 0.022 -0.066 0.057 -0.111 -0.039 0.028 0.173 1.000 0.204 0.284 | -| Dbar_s | -0.142 0.054 -0.165 0.003 0.260 -0.093 -0.684 0.084 0.631 -0.056 -0.048 -0.523 -0.507 -0.156 -0.021 -0.197 0.125 -0.029 -0.286 0.021 0.237 0.204 1.000 0.293 | -| bplus_1 | -0.157 0.071 0.115 0.025 0.025 0.043 -0.381 0.147 0.083 0.023 -0.093 -0.935 -0.055 -0.015 0.009 -0.081 0.185 -0.024 -0.017 0.037 0.513 0.284 0.293 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18549107998424486}), (, {'error': 0.2233169652650595}), (, {'error': 0.10307771198509852}), (, {'error': 0.16904022397494867}), (, {'error': 0.11858263810535608}), (, {'error': 0.15398576148314935}), (, {'error': 0.2088401509618083}), (, {'error': 0.17573007358716553}), (, {'error': 0.6556645609486882}), (, {'error': 0.15281448957325194}), (, {'error': 0.1066606999747286}), (, {'error': 0.03615370488615888}), (, {'error': 0.6680093025853391}), (, {'error': 0.03295331642631094}), (, {'error': 1.0361088658093465}), (, {'error': 0.17446970428101216}), (, {'error': 0.029679920305783813}), (, {'error': 1.0527921843302392}), (, {'error': 0.24851793852841664}), (, {'error': 0.22562199473271605}), (, {'error': 0.09402571284049055}), (, {'error': 0.3193554149674446}), (, {'error': 0.5810426271911469}), (, {'error': 0.05482054796461644})]) -Toy 20/25 -Time taken: 2 h, 26 min -Projected time left: 36 min, 40 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1555 (1555 total) | -| EDM = 0.000193 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297331.79364265886 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.15 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.92 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.21 | 0.53 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.69 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.82 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.12 | 0.15 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.78 | 0.18 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 4.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.70 | 0.15 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.12 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.457 | 0.010 | | | -2 | 2 | | -| 12| DDstar_p | -4.8 | 1.1 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 4.17 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -4.55 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.27 | 0.27 | | |0.918861 | 4.08114 | | -| 19| phi_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.24 | 0.06 | | | -2 | 2 | | -| 21| rho_s | 1.09 | 0.31 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.30 | 0.32 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.846 | 0.021 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.003 0.127 0.036 0.091 -0.134 -0.014 -0.168 0.101 -0.147 0.404 0.021 -0.041 0.026 -0.009 0.268 0.101 0.004 0.103 0.003 0.095 0.005 0.009 0.011 | -| omega_p | 0.003 1.000 0.055 0.046 -0.023 -0.001 0.011 -0.004 0.035 0.008 0.003 0.077 -0.061 -0.026 0.027 -0.004 -0.036 -0.604 -0.018 0.032 -0.013 0.526 0.047 0.031 | -| DDstar_s | 0.127 0.055 1.000 -0.087 -0.652 0.058 0.178 -0.195 0.822 0.128 0.010 0.463 -0.906 -0.525 -0.004 -0.099 -0.672 -0.018 -0.447 -0.040 -0.107 0.156 0.942 0.576 | -| rho_p | 0.036 0.046 -0.087 1.000 0.075 0.028 0.026 0.023 -0.099 0.030 0.027 0.001 0.083 0.063 0.128 0.027 0.090 -0.007 0.077 0.114 0.235 0.222 -0.096 -0.009 | -| p3770_p | 0.091 -0.023 -0.652 0.075 1.000 -0.154 -0.213 0.074 -0.703 -0.165 0.355 -0.196 0.604 0.551 -0.003 0.321 0.697 0.010 0.405 0.030 0.019 -0.081 -0.781 -0.268 | -| p4040_s | -0.134 -0.001 0.058 0.028 -0.154 1.000 0.264 0.161 0.114 0.175 -0.399 0.012 0.012 -0.097 -0.008 -0.196 -0.100 0.005 0.002 0.000 0.073 0.002 0.086 0.002 | -| Ctt | -0.014 0.011 0.178 0.026 -0.213 0.264 1.000 0.149 0.333 0.256 -0.233 0.021 -0.215 0.055 -0.010 -0.235 -0.295 -0.001 -0.137 -0.007 0.477 0.027 0.174 0.028 | -| p4415_s | -0.168 -0.004 -0.195 0.023 0.074 0.161 0.149 1.000 -0.186 0.258 -0.058 -0.009 0.209 0.101 -0.003 -0.022 0.085 0.003 0.073 0.007 -0.044 -0.013 -0.167 -0.024 | -| Dbar_p | 0.101 0.035 0.822 -0.099 -0.703 0.114 0.333 -0.186 1.000 0.140 -0.050 0.303 -0.845 -0.468 0.003 -0.081 -0.656 -0.015 -0.383 -0.036 -0.119 0.109 0.826 0.391 | -| p4160_s | -0.147 0.008 0.128 0.030 -0.165 0.175 0.256 0.258 0.140 1.000 -0.181 0.085 -0.081 -0.134 -0.011 0.181 -0.167 0.003 -0.079 -0.003 0.103 0.024 0.154 0.081 | -| p4160_p | 0.404 0.003 0.010 0.027 0.355 -0.399 -0.233 -0.058 -0.050 -0.181 1.000 0.029 0.027 0.176 -0.005 0.448 0.345 0.002 0.271 0.008 -0.056 -0.003 -0.197 0.019 | -| bplus_0 | 0.021 0.077 0.463 0.001 -0.196 0.012 0.021 -0.009 0.303 0.085 0.029 1.000 -0.516 -0.215 -0.014 -0.031 -0.247 -0.015 -0.124 -0.017 -0.201 0.198 0.404 -0.001 | -| DDstar_p | -0.041 -0.061 -0.906 0.083 0.604 0.012 -0.215 0.209 -0.845 -0.081 0.027 -0.516 1.000 0.539 0.005 0.090 0.701 0.019 0.421 0.041 0.129 -0.171 -0.886 -0.640 | -| psi2s_p | 0.026 -0.026 -0.525 0.063 0.551 -0.097 0.055 0.101 -0.468 -0.134 0.176 -0.215 0.539 1.000 -0.002 0.104 0.595 0.011 0.213 0.026 -0.001 -0.081 -0.633 -0.275 | -| phi_s | -0.009 0.027 -0.004 0.128 -0.003 -0.008 -0.010 -0.003 0.003 -0.011 -0.005 -0.014 0.005 -0.002 1.000 -0.003 -0.015 -0.008 -0.008 0.763 -0.040 0.014 -0.004 -0.002 | -| p4040_p | 0.268 -0.004 -0.099 0.027 0.321 -0.196 -0.235 -0.022 -0.081 0.181 0.448 -0.031 0.090 0.104 -0.003 1.000 0.277 0.004 0.177 0.009 -0.033 -0.019 -0.225 -0.049 | -| jpsi_p | 0.101 -0.036 -0.672 0.090 0.697 -0.100 -0.295 0.085 -0.656 -0.167 0.345 -0.247 0.701 0.595 -0.015 0.277 1.000 0.021 0.578 0.028 -0.069 -0.104 -0.817 -0.329 | -| omega_s | 0.004 -0.604 -0.018 -0.007 0.010 0.005 -0.001 0.003 -0.015 0.003 0.002 -0.015 0.019 0.011 -0.008 0.004 0.021 1.000 0.011 0.015 0.030 -0.073 -0.017 -0.007 | -| p3770_s | 0.103 -0.018 -0.447 0.077 0.405 0.002 -0.137 0.073 -0.383 -0.079 0.271 -0.124 0.421 0.213 -0.008 0.177 0.578 0.011 1.000 0.025 -0.030 -0.062 -0.581 -0.187 | -| phi_p | 0.003 0.032 -0.040 0.114 0.030 0.000 -0.007 0.007 -0.036 -0.003 0.008 -0.017 0.041 0.026 0.763 0.009 0.028 0.015 0.025 1.000 0.024 0.015 -0.044 -0.017 | -| bplus_2 | 0.095 -0.013 -0.107 0.235 0.019 0.073 0.477 -0.044 -0.119 0.103 -0.056 -0.201 0.129 -0.001 -0.040 -0.033 -0.069 0.030 -0.030 0.024 1.000 -0.028 -0.052 -0.244 | -| rho_s | 0.005 0.526 0.156 0.222 -0.081 0.002 0.027 -0.013 0.109 0.024 -0.003 0.198 -0.171 -0.081 0.014 -0.019 -0.104 -0.073 -0.062 0.015 -0.028 1.000 0.143 0.094 | -| Dbar_s | 0.009 0.047 0.942 -0.096 -0.781 0.086 0.174 -0.167 0.826 0.154 -0.197 0.404 -0.886 -0.633 -0.004 -0.225 -0.817 -0.017 -0.581 -0.044 -0.052 0.143 1.000 0.508 | -| bplus_1 | 0.011 0.031 0.576 -0.009 -0.268 0.002 0.028 -0.024 0.391 0.081 0.019 -0.001 -0.640 -0.275 -0.002 -0.049 -0.329 -0.007 -0.187 -0.017 -0.244 0.094 0.508 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12201764578285745}), (, {'error': 0.2359207712001279}), (, {'error': 0.5321225433197324}), (, {'error': 0.3400227896792032}), (, {'error': 0.16665342201741495}), (, {'error': 0.15928511827695496}), (, {'error': 0.1517462392049611}), (, {'error': 0.17583605028676597}), (, {'error': 0.626070491437698}), (, {'error': 0.15421530129254912}), (, {'error': 0.09734777195586108}), (, {'error': 0.009967094244794472}), (, {'error': 1.1099721152495612}), (, {'error': 0.039228327524839735}), (, {'error': 1.1616024638204436}), (, {'error': 0.23065494759881755}), (, {'error': 0.04630868735498561}), (, {'error': 4.082671558983872}), (, {'error': 0.26933661869711933}), (, {'error': 0.7820750983864753}), (, {'error': 0.06190957011179976}), (, {'error': 0.30640017957863497}), (, {'error': 0.3179989330236316}), (, {'error': 0.020990258851206645})]) -Toy 21/25 -Time taken: 2 h, 35 min -Projected time left: 29 min, 40 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1384 (1384 total) | -| EDM = 3.61E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297545.2734799911 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.009 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.32 | 0.14 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.0 | 0.4 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.5 | 2.8 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 0.41 | 0.20 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -3.38 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.441 | 0.012 | | | -2 | 2 | | -| 12| DDstar_p | 3.01 | 0.23 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.98 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.6 | 1.6 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -3.04 | 0.24 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.74 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.2 | 0.5 | | |0.918861 | 4.08114 | | -| 19| phi_p | 0.22 | 0.39 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.34 | 0.30 | | | -2 | 2 | | -| 21| rho_s | 0.94 | 0.30 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.829 | 0.028 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.000 -0.002 -0.045 0.074 -0.093 -0.110 -0.124 0.009 0.009 0.000 0.058 -0.015 -0.044 0.011 0.077 -0.091 0.001 0.096 0.004 -0.112 0.011 -0.013 0.080 | -| omega_p | -0.000 1.000 0.000 0.012 -0.001 0.001 0.001 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 0.001 -0.004 -0.001 0.001 -0.048 -0.001 -0.003 0.001 0.003 0.000 -0.001 | -| DDstar_s | -0.002 0.000 1.000 0.003 -0.009 0.010 0.011 0.013 0.001 -0.001 -0.000 -0.014 0.008 0.014 -0.001 0.000 0.013 0.002 -0.008 -0.000 0.013 -0.006 0.001 -0.022 | -| rho_p | -0.045 0.012 0.003 1.000 -0.234 0.317 0.344 0.161 0.036 -0.031 -0.001 -0.129 0.061 0.181 0.009 -0.219 0.247 0.042 -0.282 0.009 0.381 0.104 0.036 -0.254 | -| p3770_p | 0.074 -0.001 -0.009 -0.234 1.000 -0.688 -0.702 -0.158 0.313 0.075 0.001 0.407 0.070 -0.247 0.051 0.610 -0.488 0.001 0.588 0.020 -0.683 0.071 -0.075 0.527 | -| p4040_s | -0.093 0.001 0.010 0.317 -0.688 1.000 0.924 0.190 -0.066 -0.093 0.001 -0.493 0.053 0.468 -0.071 -0.753 0.743 -0.008 -0.802 -0.028 0.896 -0.079 0.099 -0.657 | -| Ctt | -0.110 0.001 0.011 0.344 -0.702 0.924 1.000 0.296 -0.056 -0.096 -0.002 -0.554 0.100 0.493 -0.078 -0.757 0.832 -0.007 -0.892 -0.031 0.987 -0.092 0.112 -0.738 | -| p4415_s | -0.124 0.000 0.013 0.161 -0.158 0.190 0.296 1.000 -0.040 -0.017 0.002 -0.173 0.104 0.064 -0.041 -0.202 0.266 0.000 -0.248 -0.016 0.340 -0.047 0.041 -0.259 | -| Dbar_p | 0.009 -0.000 0.001 0.036 0.313 -0.066 -0.056 -0.040 1.000 0.013 0.001 0.104 -0.085 0.121 -0.004 0.088 0.189 -0.010 0.129 0.005 -0.039 0.020 0.002 0.113 | -| p4160_s | 0.009 -0.000 -0.001 -0.031 0.075 -0.093 -0.096 -0.017 0.013 1.000 -0.002 0.052 0.006 -0.046 0.007 0.069 -0.073 0.001 0.087 0.003 -0.092 0.008 -0.010 0.069 | -| p4160_p | 0.000 -0.000 -0.000 -0.001 0.001 0.001 -0.002 0.002 0.001 -0.002 1.000 0.001 -0.001 0.001 0.000 -0.000 -0.001 0.000 0.001 0.000 -0.002 0.000 -0.000 0.001 | -| bplus_0 | 0.058 -0.000 -0.014 -0.129 0.407 -0.493 -0.554 -0.173 0.104 0.052 0.001 1.000 -0.009 -0.233 0.033 0.433 -0.467 -0.049 0.512 0.018 -0.563 0.195 -0.065 -0.073 | -| DDstar_p | -0.015 -0.000 0.008 0.061 0.070 0.053 0.100 0.104 -0.085 0.006 -0.001 -0.009 1.000 0.185 -0.011 0.081 0.291 -0.008 0.005 0.000 0.100 0.004 0.011 -0.021 | -| psi2s_p | -0.044 0.001 0.014 0.181 -0.247 0.468 0.493 0.064 0.121 -0.046 0.001 -0.233 0.185 1.000 -0.046 -0.464 0.448 -0.010 -0.583 -0.020 0.465 -0.028 0.067 -0.300 | -| phi_s | 0.011 -0.004 -0.001 0.009 0.051 -0.071 -0.078 -0.041 -0.004 0.007 0.000 0.033 -0.011 -0.046 1.000 0.045 -0.072 -0.029 0.061 0.874 -0.088 0.014 -0.008 0.060 | -| p4040_p | 0.077 -0.001 0.000 -0.219 0.610 -0.753 -0.757 -0.202 0.088 0.069 -0.000 0.433 0.081 -0.464 0.045 1.000 -0.584 0.003 0.701 0.017 -0.723 0.066 -0.070 0.565 | -| jpsi_p | -0.091 0.001 0.013 0.247 -0.488 0.743 0.832 0.266 0.189 -0.073 -0.001 -0.467 0.291 0.448 -0.072 -0.584 1.000 -0.017 -0.695 -0.038 0.818 -0.049 0.096 -0.596 | -| omega_s | 0.001 -0.048 0.002 0.042 0.001 -0.008 -0.007 0.000 -0.010 0.001 0.000 -0.049 -0.008 -0.010 -0.029 0.003 -0.017 1.000 0.004 -0.062 -0.004 -0.483 0.000 0.041 | -| p3770_s | 0.096 -0.001 -0.008 -0.282 0.588 -0.802 -0.892 -0.248 0.129 0.087 0.001 0.512 0.005 -0.583 0.061 0.701 -0.695 0.004 1.000 0.024 -0.868 0.081 -0.090 0.667 | -| phi_p | 0.004 -0.003 -0.000 0.009 0.020 -0.028 -0.031 -0.016 0.005 0.003 0.000 0.018 0.000 -0.020 0.874 0.017 -0.038 -0.062 0.024 1.000 -0.034 0.044 -0.003 0.023 | -| bplus_2 | -0.112 0.001 0.013 0.381 -0.683 0.896 0.987 0.340 -0.039 -0.092 -0.002 -0.563 0.100 0.465 -0.088 -0.723 0.818 -0.004 -0.868 -0.034 1.000 -0.107 0.109 -0.740 | -| rho_s | 0.011 0.003 -0.006 0.104 0.071 -0.079 -0.092 -0.047 0.020 0.008 0.000 0.195 0.004 -0.028 0.014 0.066 -0.049 -0.483 0.081 0.044 -0.107 1.000 -0.013 -0.028 | -| Dbar_s | -0.013 0.000 0.001 0.036 -0.075 0.099 0.112 0.041 0.002 -0.010 -0.000 -0.065 0.011 0.067 -0.008 -0.070 0.096 0.000 -0.090 -0.003 0.109 -0.013 1.000 -0.089 | -| bplus_1 | 0.080 -0.001 -0.022 -0.254 0.527 -0.657 -0.738 -0.259 0.113 0.069 0.001 -0.073 -0.021 -0.300 0.060 0.565 -0.596 0.041 0.667 0.023 -0.740 -0.028 -0.089 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07038643896374586}), (, {'error': 0.04801849860430618}), (, {'error': 0.008842412135470684}), (, {'error': 0.41528025265493973}), (, {'error': 0.14193514614475}), (, {'error': 0.3774127926548789}), (, {'error': 2.7799938051739006}), (, {'error': 0.19937826201881859}), (, {'error': 0.23524535741676478}), (, {'error': 0.015514073321148236}), (, {'error': 0.007805372087932305}), (, {'error': 0.012297029402857484}), (, {'error': 0.23061353006863605}), (, {'error': 0.03598512050709157}), (, {'error': 1.619323799027928}), (, {'error': 0.23567671062417506}), (, {'error': 0.05324287275191519}), (, {'error': 0.8751359645974333}), (, {'error': 0.47589277101218563}), (, {'error': 0.3911423542707162}), (, {'error': 0.2950825633604782}), (, {'error': 0.2965081308819119}), (, {'error': 0.011123334990687045}), (, {'error': 0.027965661189298552})]) -Toy 22/25 -Time taken: 2 h, 44 min -Projected time left: 22 min, 21 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1387 (1387 total) | -| EDM = 2.51E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297252.468860449 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.92 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 3 | rho_p | -0.27 | 0.29 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.68 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.50 | 0.22 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.39 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.00 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.473 | 0.020 | | | -2 | 2 | | -| 12| DDstar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 15.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 4.14 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -1.656 | 0.026 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.33 | 0.22 | | |0.918861 | 4.08114 | | -| 19| phi_p | 5.93 | 0.24 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 21| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.000 0.037 0.045 0.046 -0.209 -0.078 -0.129 -0.069 -0.199 0.306 0.011 -0.097 -0.093 -0.019 0.180 -0.025 0.008 -0.015 -0.002 0.206 -0.010 0.020 -0.152 | -| omega_p | -0.000 1.000 -0.000 0.004 0.000 -0.000 -0.000 0.000 0.000 -0.000 0.000 0.001 0.000 0.000 -0.003 0.000 0.001 -0.057 0.000 -0.002 -0.001 0.010 -0.000 -0.001 | -| DDstar_s | 0.037 -0.000 1.000 -0.001 0.042 -0.001 -0.009 -0.003 -0.000 0.004 0.064 0.001 0.057 0.029 0.001 0.038 0.073 -0.002 0.040 0.001 -0.010 0.004 -0.002 0.018 | -| rho_p | 0.045 0.004 -0.001 1.000 -0.019 0.060 0.109 0.031 0.018 0.072 -0.016 -0.031 -0.025 -0.003 0.145 -0.006 -0.094 0.285 0.016 0.137 0.260 0.220 0.001 0.030 | -| p3770_p | 0.046 0.000 0.042 -0.019 1.000 -0.176 -0.231 -0.075 0.359 -0.085 0.217 0.038 0.259 0.023 0.001 0.175 0.061 -0.018 -0.199 -0.003 -0.120 0.037 0.043 0.152 | -| p4040_s | -0.209 -0.000 -0.001 0.060 -0.176 1.000 0.328 0.170 -0.127 0.130 -0.541 0.019 -0.202 -0.049 -0.023 -0.218 -0.036 0.004 0.065 -0.000 0.156 0.006 -0.001 -0.059 | -| Ctt | -0.078 -0.000 -0.009 0.109 -0.231 0.328 1.000 0.231 -0.326 0.266 -0.416 -0.006 -0.100 0.174 -0.045 -0.335 0.235 0.006 -0.197 -0.008 0.692 0.009 0.002 -0.190 | -| p4415_s | -0.129 0.000 -0.003 0.031 -0.075 0.170 0.231 1.000 -0.002 0.304 -0.049 0.023 -0.082 0.003 -0.012 -0.010 -0.012 -0.004 -0.004 0.000 0.010 0.021 -0.000 0.061 | -| Dbar_p | -0.069 0.000 -0.000 0.018 0.359 -0.127 -0.326 -0.002 1.000 -0.091 0.049 0.030 -0.142 -0.009 -0.005 -0.025 0.244 -0.013 -0.014 0.002 -0.075 0.043 0.026 0.167 | -| p4160_s | -0.199 -0.000 0.004 0.072 -0.085 0.130 0.266 0.304 -0.091 1.000 -0.164 0.036 -0.126 -0.079 -0.028 0.268 -0.032 0.001 -0.003 -0.000 0.179 0.017 0.002 -0.043 | -| p4160_p | 0.306 0.000 0.064 -0.016 0.217 -0.541 -0.416 -0.049 0.049 -0.164 1.000 0.013 0.144 -0.145 0.001 0.309 -0.057 -0.003 0.008 -0.002 -0.083 -0.001 0.038 -0.004 | -| bplus_0 | 0.011 0.001 0.001 -0.031 0.038 0.019 -0.006 0.023 0.030 0.036 0.013 1.000 0.021 -0.009 -0.019 0.013 -0.050 -0.103 0.048 0.004 0.005 0.245 0.002 -0.793 | -| DDstar_p | -0.097 0.000 0.057 -0.025 0.259 -0.202 -0.100 -0.082 -0.142 -0.126 0.144 0.021 1.000 -0.094 0.012 0.093 0.037 -0.031 0.142 0.002 -0.335 0.081 0.008 0.442 | -| psi2s_p | -0.093 0.000 0.029 -0.003 0.023 -0.049 0.174 0.003 -0.009 -0.079 -0.145 -0.009 -0.094 1.000 -0.003 -0.208 -0.024 -0.001 -0.447 -0.003 0.016 -0.002 0.033 -0.010 | -| phi_s | -0.019 -0.003 0.001 0.145 0.001 -0.023 -0.045 -0.012 -0.005 -0.028 0.001 -0.019 0.012 -0.003 1.000 -0.002 0.001 0.036 -0.011 0.662 -0.088 0.053 -0.000 0.026 | -| p4040_p | 0.180 0.000 0.038 -0.006 0.175 -0.218 -0.335 -0.010 -0.025 0.268 0.309 0.013 0.093 -0.208 -0.002 1.000 -0.099 -0.001 -0.047 -0.001 -0.076 -0.002 0.027 -0.006 | -| jpsi_p | -0.025 0.001 0.073 -0.094 0.061 -0.036 0.235 -0.012 0.244 -0.032 -0.057 -0.050 0.037 -0.024 0.001 -0.099 1.000 -0.025 -0.060 -0.028 0.148 0.002 0.058 0.023 | -| omega_s | 0.008 -0.057 -0.002 0.285 -0.018 0.004 0.006 -0.004 -0.013 0.001 -0.003 -0.103 -0.031 -0.001 0.036 -0.001 -0.025 1.000 -0.008 -0.007 0.025 -0.393 -0.000 0.064 | -| p3770_s | -0.015 0.000 0.040 0.016 -0.199 0.065 -0.197 -0.004 -0.014 -0.003 0.008 0.048 0.142 -0.447 -0.011 -0.047 -0.060 -0.008 1.000 -0.001 -0.116 0.022 0.036 0.073 | -| phi_p | -0.002 -0.002 0.001 0.137 -0.003 -0.000 -0.008 0.000 0.002 -0.000 -0.002 0.004 0.002 -0.003 0.662 -0.001 -0.028 -0.007 -0.001 1.000 0.000 0.058 0.001 0.006 | -| bplus_2 | 0.206 -0.001 -0.010 0.260 -0.120 0.156 0.692 0.010 -0.075 0.179 -0.083 0.005 -0.335 0.016 -0.088 -0.076 0.148 0.025 -0.116 0.000 1.000 0.014 0.002 -0.361 | -| rho_s | -0.010 0.010 0.004 0.220 0.037 0.006 0.009 0.021 0.043 0.017 -0.001 0.245 0.081 -0.002 0.053 -0.002 0.002 -0.393 0.022 0.058 0.014 1.000 0.001 -0.132 | -| Dbar_s | 0.020 -0.000 -0.002 0.001 0.043 -0.001 0.002 -0.000 0.026 0.002 0.038 0.002 0.008 0.033 -0.000 0.027 0.058 -0.000 0.036 0.001 0.002 0.001 1.000 0.003 | -| bplus_1 | -0.152 -0.001 0.018 0.030 0.152 -0.059 -0.190 0.061 0.167 -0.043 -0.004 -0.793 0.442 -0.010 0.026 -0.006 0.023 0.064 0.073 0.006 -0.361 -0.132 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15816714413525768}), (, {'error': 0.06120447392648831}), (, {'error': 0.026750936960601268}), (, {'error': 0.2850845702424074}), (, {'error': 0.10123282874923056}), (, {'error': 0.1697300560585252}), (, {'error': 0.2228693055354946}), (, {'error': 0.18698477824789062}), (, {'error': 0.3319418296097014}), (, {'error': 0.164598360372048}), (, {'error': 0.09722622157823135}), (, {'error': 0.02024365245942583}), (, {'error': 0.37910238276151853}), (, {'error': 0.03169567476458379}), (, {'error': 1.0289330439692002}), (, {'error': 0.19937895607394385}), (, {'error': 0.026406287110008364}), (, {'error': 0.9197875558686057}), (, {'error': 0.22069896694722635}), (, {'error': 0.23575491308992103}), (, {'error': 0.0924591056914057}), (, {'error': 0.3213474916098406}), (, {'error': 0.01991819226533953}), (, {'error': 0.04462456689896832})]) -Toy 23/25 -Time taken: 2 h, 52 min -Projected time left: 15 min -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1349 (1349 total) | -| EDM = 0.000787 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297306.6952471377 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.12 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.63 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 3 | rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.09 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.65 | 0.20 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.37 | 0.20 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | 1.99 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.98 | 0.18 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | 4.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 12| DDstar_p | 4.79 | 0.30 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.916 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | -2.50 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | 4.666 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.05 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 23| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.017 0.023 0.002 0.044 -0.204 -0.010 -0.154 -0.072 -0.157 0.274 -0.041 -0.103 -0.090 -0.029 0.105 -0.015 0.001 -0.018 0.001 -0.215 0.015 0.012 0.113 | -| omega_p | 0.017 1.000 0.001 -0.055 -0.008 0.029 0.033 0.022 0.038 0.037 -0.007 -0.263 0.051 0.008 0.002 0.010 -0.049 -0.580 0.014 -0.039 -0.040 0.625 0.000 0.229 | -| DDstar_s | 0.023 0.001 1.000 -0.000 0.025 -0.001 -0.005 -0.001 0.001 0.004 0.036 0.001 0.033 0.023 0.000 0.027 0.051 -0.000 0.024 -0.000 0.004 0.001 -0.001 -0.007 | -| rho_p | 0.002 -0.055 -0.000 1.000 -0.000 -0.001 0.004 -0.003 -0.005 -0.000 0.001 0.047 -0.010 -0.001 0.008 -0.000 -0.001 0.005 -0.000 -0.000 -0.018 -0.068 0.000 -0.042 | -| p3770_p | 0.044 -0.008 0.025 -0.000 1.000 -0.149 -0.234 -0.064 0.293 -0.060 0.171 0.043 0.174 -0.013 0.005 0.135 0.033 0.002 -0.208 0.002 0.078 -0.009 0.028 -0.109 | -| p4040_s | -0.204 0.029 -0.001 -0.001 -0.149 1.000 0.354 0.166 -0.045 -0.001 -0.518 -0.052 -0.115 0.035 -0.026 -0.209 0.011 -0.003 0.113 -0.001 -0.090 0.036 -0.003 0.030 | -| Ctt | -0.010 0.033 -0.005 0.004 -0.234 0.354 1.000 0.197 -0.283 0.255 -0.323 -0.003 -0.064 0.210 -0.051 -0.212 0.246 0.000 -0.143 0.003 -0.674 0.022 0.004 0.107 | -| p4415_s | -0.154 0.022 -0.001 -0.003 -0.064 0.166 0.197 1.000 0.041 0.320 -0.054 -0.034 -0.006 0.029 -0.011 0.042 -0.010 -0.003 0.023 -0.002 0.093 0.034 -0.001 -0.060 | -| Dbar_p | -0.072 0.038 0.001 -0.005 0.293 -0.045 -0.283 0.041 1.000 -0.068 0.006 -0.056 -0.113 0.011 -0.019 -0.070 0.236 -0.006 -0.031 -0.003 0.065 0.058 0.018 -0.070 | -| p4160_s | -0.157 0.037 0.004 -0.000 -0.060 -0.001 0.255 0.320 -0.068 1.000 -0.136 -0.063 -0.083 -0.065 -0.037 0.326 -0.025 -0.002 0.017 -0.001 -0.130 0.044 0.001 0.043 | -| p4160_p | 0.274 -0.007 0.036 0.001 0.171 -0.518 -0.323 -0.054 0.006 -0.136 1.000 0.003 0.061 -0.144 -0.002 0.093 -0.046 0.003 -0.034 0.002 -0.012 -0.010 0.022 0.030 | -| bplus_0 | -0.041 -0.263 0.001 0.047 0.043 -0.052 -0.003 -0.034 -0.056 -0.063 0.003 1.000 -0.082 -0.025 0.091 -0.040 0.119 0.051 -0.026 0.026 -0.094 -0.436 0.001 -0.935 | -| DDstar_p | -0.103 0.051 0.033 -0.010 0.174 -0.115 -0.064 -0.006 -0.113 -0.083 0.061 -0.082 1.000 -0.066 -0.008 0.000 0.018 -0.010 0.090 -0.004 0.249 0.093 0.005 -0.168 | -| psi2s_p | -0.090 0.008 0.023 -0.001 -0.013 0.035 0.210 0.029 0.011 -0.065 -0.144 -0.025 -0.066 1.000 -0.007 -0.231 -0.015 0.001 -0.444 0.002 -0.025 0.015 0.024 0.020 | -| phi_s | -0.029 0.002 0.000 0.008 0.005 -0.026 -0.051 -0.011 -0.019 -0.037 -0.002 0.091 -0.008 -0.007 1.000 -0.015 0.022 -0.016 -0.018 -0.538 0.105 -0.020 -0.000 -0.084 | -| p4040_p | 0.105 0.010 0.027 -0.000 0.135 -0.209 -0.212 0.042 -0.070 0.326 0.093 -0.040 0.000 -0.231 -0.015 1.000 -0.102 0.001 -0.046 0.001 0.000 0.013 0.020 0.053 | -| jpsi_p | -0.015 -0.049 0.051 -0.001 0.033 0.011 0.246 -0.010 0.236 -0.025 -0.046 0.119 0.018 -0.015 0.022 -0.102 1.000 0.015 -0.057 0.016 -0.185 -0.051 0.039 -0.093 | -| omega_s | 0.001 -0.580 -0.000 0.005 0.002 -0.003 0.000 -0.003 -0.006 -0.002 0.003 0.051 -0.010 0.001 -0.016 0.001 0.015 1.000 0.001 -0.003 -0.010 -0.130 -0.000 -0.045 | -| p3770_s | -0.018 0.014 0.024 -0.000 -0.208 0.113 -0.143 0.023 -0.031 0.017 -0.034 -0.026 0.090 -0.444 -0.018 -0.046 -0.057 0.001 1.000 0.001 0.069 0.018 0.023 -0.022 | -| phi_p | 0.001 -0.039 -0.000 -0.000 0.002 -0.001 0.003 -0.002 -0.003 -0.001 0.002 0.026 -0.004 0.002 -0.538 0.001 0.016 -0.003 0.001 1.000 -0.005 -0.038 -0.000 -0.022 | -| bplus_2 | -0.215 -0.040 0.004 -0.018 0.078 -0.090 -0.674 0.093 0.065 -0.130 -0.012 -0.094 0.249 -0.025 0.105 0.000 -0.185 -0.010 0.069 -0.005 1.000 0.001 -0.000 -0.110 | -| rho_s | 0.015 0.625 0.001 -0.068 -0.009 0.036 0.022 0.034 0.058 0.044 -0.010 -0.436 0.093 0.015 -0.020 0.013 -0.051 -0.130 0.018 -0.038 0.001 1.000 -0.000 0.376 | -| Dbar_s | 0.012 0.000 -0.001 0.000 0.028 -0.003 0.004 -0.001 0.018 0.001 0.022 0.001 0.005 0.024 -0.000 0.020 0.039 -0.000 0.023 -0.000 -0.000 -0.000 1.000 -0.002 | -| bplus_1 | 0.113 0.229 -0.007 -0.042 -0.109 0.030 0.107 -0.060 -0.070 0.043 0.030 -0.935 -0.168 0.020 -0.084 0.053 -0.093 -0.045 -0.022 -0.022 -0.110 0.376 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15662671523089688}), (, {'error': 0.28991466327431503}), (, {'error': 0.021921996500184726}), (, {'error': 0.059511192436422444}), (, {'error': 0.10275721246812086}), (, {'error': 0.17518420475106072}), (, {'error': 0.19669178642620666}), (, {'error': 0.19515087302883283}), (, {'error': 0.2881065475992428}), (, {'error': 0.17548847492705866}), (, {'error': 0.10551808060416068}), (, {'error': 0.03429944125219686}), (, {'error': 0.29931320771663916}), (, {'error': 0.030861277711898616}), (, {'error': 1.0277427216702844}), (, {'error': 0.16441808722744766}), (, {'error': 0.024208507878342722}), (, {'error': 3.888786308536491}), (, {'error': 0.2322836143251814}), (, {'error': 0.44309891302355986}), (, {'error': 0.08210067269226529}), (, {'error': 0.43364384105610165}), (, {'error': 0.01573282158026343}), (, {'error': 0.06310308703768053})]) -Toy 24/25 -Time taken: 3 h, 43 s -Projected time left: 7 min, 31 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1331 (1331 total) | -| EDM = 0.00019 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297065.2950566203 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.23 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 3 | rho_p | 5.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.29 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.57 | 0.22 | | | -1.5 | 1.5 | | -| 7 | p4415_s | 1.77 | 0.19 | | |0.126447 | 2.35355 | | -| 8 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| p4160_p | -2.07 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| bplus_0 | 0.445 | 0.018 | | | -2 | 2 | | -| 12| DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| p4040_p | 3.54 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| jpsi_p | -1.618 | 0.027 | | |-6.28319 | 6.28319 | | -| 17| omega_s | 7.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| p3770_s | 3.28 | 0.23 | | |0.918861 | 4.08114 | | -| 19| phi_p | -0.25 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| bplus_2 | -0.38 | 0.08 | | | -2 | 2 | | -| 21| rho_s | 0.88 | 0.31 | | |0.0253049| 2.0747 | | -| 22| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 23| bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p omega_p DDstar_s rho_p p3770_p p4040_s Ctt p4415_s Dbar_p p4160_s p4160_p bplus_0 DDstar_p psi2s_p phi_s p4040_p jpsi_p omega_s p3770_s phi_p bplus_2 rho_s Dbar_s bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.001 0.046 0.047 0.056 -0.252 -0.059 -0.199 -0.058 -0.163 0.310 0.026 -0.047 -0.117 -0.016 0.099 -0.041 0.004 -0.016 0.003 0.177 -0.036 0.024 -0.109 | -| omega_p | -0.001 1.000 -0.000 0.021 0.001 -0.001 -0.001 0.000 0.000 -0.001 0.000 0.006 0.002 0.001 -0.011 0.000 0.006 -0.202 0.000 -0.008 -0.006 0.009 -0.000 -0.005 | -| DDstar_s | 0.046 -0.000 1.000 0.001 0.033 -0.002 -0.004 -0.001 0.002 0.007 0.051 0.000 0.041 0.029 0.000 0.044 0.066 -0.001 0.030 0.001 0.001 0.001 -0.002 0.005 | -| rho_p | 0.047 0.021 0.001 1.000 0.008 0.044 0.100 0.026 0.043 0.070 -0.005 0.125 0.024 -0.002 0.131 0.021 -0.070 -0.027 0.026 0.149 0.226 0.024 0.001 -0.058 | -| p3770_p | 0.056 0.001 0.033 0.008 1.000 -0.166 -0.239 -0.054 0.381 -0.097 0.209 0.027 0.246 0.013 -0.003 0.129 0.080 -0.018 -0.258 -0.005 -0.124 0.042 0.038 0.159 | -| p4040_s | -0.252 -0.001 -0.002 0.044 -0.166 1.000 0.368 0.156 -0.044 -0.059 -0.540 0.010 -0.129 0.065 -0.011 -0.261 0.026 -0.000 0.103 0.004 0.112 -0.019 -0.005 0.007 | -| Ctt | -0.059 -0.001 -0.004 0.100 -0.239 0.368 1.000 0.199 -0.326 0.265 -0.390 -0.016 -0.092 0.160 -0.033 -0.236 0.213 0.005 -0.193 0.002 0.696 -0.071 0.005 -0.187 | -| p4415_s | -0.199 0.000 -0.001 0.026 -0.054 0.156 0.199 1.000 0.038 0.328 -0.088 0.014 -0.015 0.023 -0.004 0.041 -0.003 -0.008 0.013 0.002 -0.077 0.012 -0.001 0.131 | -| Dbar_p | -0.058 0.000 0.002 0.043 0.381 -0.044 -0.326 0.038 1.000 -0.105 0.049 0.017 -0.135 -0.003 -0.005 -0.031 0.261 -0.014 -0.018 0.004 -0.092 0.024 0.023 0.201 | -| p4160_s | -0.163 -0.001 0.007 0.070 -0.097 -0.059 0.265 0.328 -0.105 1.000 -0.172 0.029 -0.127 -0.087 -0.019 0.284 -0.050 0.001 -0.007 0.006 0.164 -0.037 0.003 -0.031 | -| p4160_p | 0.310 0.000 0.051 -0.005 0.209 -0.540 -0.390 -0.088 0.049 -0.172 1.000 0.018 0.163 -0.147 -0.002 0.072 -0.046 -0.003 -0.009 -0.002 -0.074 0.009 0.031 -0.001 | -| bplus_0 | 0.026 0.006 0.000 0.125 0.027 0.010 -0.016 0.014 0.017 0.029 0.018 1.000 -0.009 -0.011 -0.024 0.031 -0.064 -0.113 0.041 0.001 -0.087 0.251 0.001 -0.808 | -| DDstar_p | -0.047 0.002 0.041 0.024 0.246 -0.129 -0.092 -0.015 -0.135 -0.127 0.163 -0.009 1.000 -0.058 0.005 0.066 0.098 -0.027 0.124 -0.002 -0.297 0.074 0.005 0.421 | -| psi2s_p | -0.117 0.001 0.029 -0.002 0.013 0.065 0.160 0.023 -0.003 -0.087 -0.147 -0.011 -0.058 1.000 -0.003 -0.241 -0.028 -0.003 -0.415 -0.004 -0.010 0.006 0.029 0.018 | -| phi_s | -0.016 -0.011 0.000 0.131 -0.003 -0.011 -0.033 -0.004 -0.005 -0.019 -0.002 -0.024 0.005 -0.003 1.000 -0.009 -0.010 0.030 -0.009 0.706 -0.057 -0.062 -0.000 0.027 | -| p4040_p | 0.099 0.000 0.044 0.021 0.129 -0.261 -0.236 0.041 -0.031 0.284 0.072 0.031 0.066 -0.241 -0.009 1.000 -0.113 -0.003 -0.027 0.000 -0.056 -0.005 0.032 0.010 | -| jpsi_p | -0.041 0.006 0.066 -0.070 0.080 0.026 0.213 -0.003 0.261 -0.050 -0.046 -0.064 0.098 -0.028 -0.010 -0.113 1.000 -0.029 -0.047 -0.039 0.115 0.080 0.052 0.065 | -| omega_s | 0.004 -0.202 -0.001 -0.027 -0.018 -0.000 0.005 -0.008 -0.014 0.001 -0.003 -0.113 -0.027 -0.003 0.030 -0.003 -0.029 1.000 -0.007 -0.014 0.035 -0.526 -0.000 0.076 | -| p3770_s | -0.016 0.000 0.030 0.026 -0.258 0.103 -0.193 0.013 -0.018 -0.007 -0.009 0.041 0.124 -0.415 -0.009 -0.027 -0.047 -0.007 1.000 0.001 -0.119 0.004 0.029 0.070 | -| phi_p | 0.003 -0.008 0.001 0.149 -0.005 0.004 0.002 0.002 0.004 0.006 -0.002 0.001 -0.002 -0.004 0.706 0.000 -0.039 -0.014 0.001 1.000 0.026 -0.041 0.001 0.009 | -| bplus_2 | 0.177 -0.006 0.001 0.226 -0.124 0.112 0.696 -0.077 -0.092 0.164 -0.074 -0.087 -0.297 -0.010 -0.057 -0.056 0.115 0.035 -0.119 0.026 1.000 -0.202 0.004 -0.266 | -| rho_s | -0.036 0.009 0.001 0.024 0.042 -0.019 -0.071 0.012 0.024 -0.037 0.009 0.251 0.074 0.006 -0.062 -0.005 0.080 -0.526 0.004 -0.041 -0.202 1.000 -0.000 -0.161 | -| Dbar_s | 0.024 -0.000 -0.002 0.001 0.038 -0.005 0.005 -0.001 0.023 0.003 0.031 0.001 0.005 0.029 -0.000 0.032 0.052 -0.000 0.029 0.001 0.004 -0.000 1.000 -0.000 | -| bplus_1 | -0.109 -0.005 0.005 -0.058 0.159 0.007 -0.187 0.131 0.201 -0.031 -0.001 -0.808 0.421 0.018 0.027 0.010 0.065 0.076 0.070 0.009 -0.266 -0.161 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12253617066117495}), (, {'error': 0.17641654860827227}), (, {'error': 0.024033013877023196}), (, {'error': 0.45472809576336104}), (, {'error': 0.10112708641214496}), (, {'error': 0.17414196297754225}), (, {'error': 0.2226896547173337}), (, {'error': 0.1851712000543213}), (, {'error': 0.3278371706753507}), (, {'error': 0.16583773723038675}), (, {'error': 0.10744752336337049}), (, {'error': 0.017651302547945225}), (, {'error': 0.3334341121359792}), (, {'error': 0.031812618010429894}), (, {'error': 1.1470696747612896}), (, {'error': 0.13770117795281944}), (, {'error': 0.026703076134816595}), (, {'error': 0.968091783458207}), (, {'error': 0.22754907667751167}), (, {'error': 0.2618652237381798}), (, {'error': 0.08360246460077869}), (, {'error': 0.31096101697905637}), (, {'error': 0.018329155954855708}), (, {'error': 0.03818975742318231})]) -Toy 25/25 -Time taken: 3 h, 9 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.5847818879666354 -Mean Ctt error = 0.32031929704226003 -95 Sensitivy = 0.00086187739728424 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247853.out b/finished fits/ff1data1/slurm-2247853.out deleted file mode 100644 index fa52dd9..0000000 --- a/finished fits/ff1data1/slurm-2247853.out +++ /dev/null @@ -1,5724 +0,0 @@ -Simulation starting -2019-09-05 15:42:52.327872: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 15:42:52.871810: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:14:00.0 -2019-09-05 15:42:52.872154: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:42:52.874019: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:42:52.875436: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:42:52.875756: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:42:52.877715: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:42:52.879156: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:42:52.883761: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:42:52.893998: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:42:52.894464: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 15:42:52.920471: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 15:42:52.920823: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55cdc3c040d0 executing computations on platform Host. Devices: -2019-09-05 15:42:52.920857: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 15:42:52.928032: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:14:00.0 -2019-09-05 15:42:52.928162: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:42:52.928193: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:42:52.928221: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:42:52.928248: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:42:52.928317: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:42:52.928348: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:42:52.928377: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:42:52.942165: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:42:52.942327: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:42:53.397483: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 15:42:53.397534: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 15:42:53.397549: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 15:42:53.420578: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:14:00.0, compute capability: 3.7) -2019-09-05 15:42:53.425691: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55cdc41605b0 executing computations on platform CUDA. Devices: -2019-09-05 15:42:53.425758: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 15:42:55.412159 140320724961024 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 15:42:55.469459 140320724961024 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 15:42:55.964770 140320724961024 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 15:43:25.588811: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 15:43:35.214291 140320724961024 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314527.8773488 Edm = 176.769 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314527.8773488 Edm = 176.769 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304992.2293966 Edm = 2.96866 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304823.7705188 Edm = 4.37674 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298315.573227 Edm = 428.849 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 297973.8776624 Edm = 10955.6 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 297573.0656187 Edm = 131.429 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297497.3312353 Edm = 9.07054 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297486.8682704 Edm = 1.29717 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297485.3042585 Edm = 0.799662 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297413.8831517 Edm = 32.4698 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297338.9610162 Edm = 4.07049 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297334.4613908 Edm = 0.365832 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297333.9469771 Edm = 0.0552281 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297333.2178805 Edm = 0.748806 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297329.3890488 Edm = 3.20273 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297276.4299417 Edm = 1.13464 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297275.1586607 Edm = 0.0333217 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297275.0508324 Edm = 0.0910963 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297273.3358579 Edm = 1.93738 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297271.391345 Edm = 1.52159 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297233.0823245 Edm = 0.402265 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297232.5536933 Edm = 0.197215 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297232.1123756 Edm = 0.432445 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297231.6743768 Edm = 0.123584 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297231.5625138 Edm = 0.00978411 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297231.3894189 Edm = 0.155549 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297219.7778628 Edm = 2.06426 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297217.3035491 Edm = 0.132494 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297215.9345984 Edm = 0.662196 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297214.8770406 Edm = 0.969192 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297214.6819932 Edm = 0.0723035 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297214.5975819 Edm = 0.00594595 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297214.5747258 Edm = 0.0147929 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297213.4794276 Edm = 1.07045 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297195.8938905 Edm = 11.6394 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297187.9863679 Edm = 1.20489 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297186.8285482 Edm = 0.177517 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297186.5113162 Edm = 0.0669148 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297186.1707762 Edm = 0.221147 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297185.7963612 Edm = 1.2003 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297185.3193548 Edm = 0.0751096 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297185.2196727 Edm = 0.0199887 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297185.1992278 Edm = 0.0241576 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297185.1627756 Edm = 0.0175376 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297185.0827718 Edm = 0.0326952 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297184.3322529 Edm = 0.839679 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297181.292297 Edm = 2.4169 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297168.3700998 Edm = 41.8023 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297165.1425964 Edm = 2.04409 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297158.1002974 Edm = 3.76607 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297156.2827868 Edm = 1.41845 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297153.9062364 Edm = 0.513418 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297153.2630682 Edm = 0.117619 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297153.1449447 Edm = 0.037355 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297153.0740897 Edm = 0.0197292 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297153.0394334 Edm = 0.0054504 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297153.0337752 Edm = 0.00456475 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297153.0207927 Edm = 0.0183433 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297152.0225577 Edm = 0.798791 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297149.3523395 Edm = 0.628593 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297148.9398133 Edm = 0.0483396 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297148.9035935 Edm = 0.00103965 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297148.9023108 Edm = 0.000339634 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297148.8899635 Edm = 0.0118849 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297148.1945085 Edm = 0.583555 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297144.8737308 Edm = 0.125324 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297144.7621053 Edm = 0.00177693 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297144.7605668 Edm = 6.75016e-05 NCalls = 218 -VariableMetric: After Hessian - FCN = 297144.7605668 Edm = 80.7447 NCalls = 695 -VariableMetric: Iteration # 68 - FCN = 297144.7605668 Edm = 80.7447 NCalls = 695 -VariableMetric: Iteration # 69 - FCN = 297142.9678333 Edm = 3986.46 NCalls = 698 -VariableMetric: Iteration # 70 - FCN = 297142.7641491 Edm = 857.348 NCalls = 706 -VariableMetric: Iteration # 71 - FCN = 297142.7351618 Edm = 657.858 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297142.6327371 Edm = 3804.91 NCalls = 715 -VariableMetric: Iteration # 73 - FCN = 297142.457168 Edm = 308.334 NCalls = 719 -VariableMetric: Iteration # 74 - FCN = 297142.3147994 Edm = 115.101 NCalls = 723 -VariableMetric: Iteration # 75 - FCN = 297142.1551331 Edm = 185.156 NCalls = 726 -VariableMetric: Iteration # 76 - FCN = 297141.813236 Edm = 230.158 NCalls = 729 -VariableMetric: Iteration # 77 - FCN = 297141.2437496 Edm = 92.3314 NCalls = 732 -VariableMetric: Iteration # 78 - FCN = 297140.8501049 Edm = 184.298 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297140.5468436 Edm = 116.317 NCalls = 738 -VariableMetric: Iteration # 80 - FCN = 297139.7930945 Edm = 564.85 NCalls = 740 -VariableMetric: Iteration # 81 - FCN = 297138.9532497 Edm = 89.7934 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297137.7660457 Edm = 35.0303 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297137.0911575 Edm = 8.46858 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297136.9419004 Edm = 25.1852 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297136.7726313 Edm = 18.2271 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297136.3609647 Edm = 2.35834 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297136.1283523 Edm = 2.42073 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297135.9623817 Edm = 1.79717 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297135.789185 Edm = 1.91239 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297135.6407403 Edm = 0.704579 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297135.5412732 Edm = 0.812172 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297135.4792365 Edm = 0.307113 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297135.4065352 Edm = 0.130872 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297135.369925 Edm = 0.0154798 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297135.3511194 Edm = 0.00582722 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297135.3468427 Edm = 0.00206835 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297135.345508 Edm = 0.000374556 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297135.344811 Edm = 0.000403961 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297135.3433174 Edm = 0.000925563 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297135.3414209 Edm = 0.00223593 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297135.3378594 Edm = 0.00390168 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297135.3352384 Edm = 0.00621391 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297135.3253532 Edm = 0.00646717 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297135.3222734 Edm = 0.00489315 NCalls = 793 -VariableMetric: Iteration # 105 - FCN = 297135.3159161 Edm = 0.0052399 NCalls = 796 -VariableMetric: Iteration # 106 - FCN = 297135.3092694 Edm = 0.0062254 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297135.3015189 Edm = 0.0064366 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297135.2994671 Edm = 0.00443957 NCalls = 805 -VariableMetric: Iteration # 109 - FCN = 297135.2902475 Edm = 0.00410793 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297135.279686 Edm = 0.00919394 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297135.2680666 Edm = 0.00637539 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297135.2473269 Edm = 0.0244965 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297135.2436073 Edm = 0.00874233 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297135.235628 Edm = 0.00435839 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297135.2268158 Edm = 0.00655821 NCalls = 824 -VariableMetric: Iteration # 116 - FCN = 297135.2168081 Edm = 0.0213734 NCalls = 826 -VariableMetric: Iteration # 117 - FCN = 297135.2017662 Edm = 0.00984885 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297135.1817406 Edm = 0.0464366 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297135.1536628 Edm = 0.0215721 NCalls = 840 -VariableMetric: Iteration # 120 - FCN = 297135.1236823 Edm = 0.032281 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297135.0951248 Edm = 0.0106592 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297135.0869023 Edm = 0.00677642 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297135.0788038 Edm = 0.00261888 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297135.0695481 Edm = 0.00523188 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297135.0504672 Edm = 0.0139256 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297135.0384241 Edm = 0.0347404 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297135.02476 Edm = 0.0117089 NCalls = 856 -VariableMetric: Iteration # 128 - FCN = 297135.0137857 Edm = 0.0144423 NCalls = 859 -VariableMetric: Iteration # 129 - FCN = 297135.005685 Edm = 0.00516272 NCalls = 862 -VariableMetric: Iteration # 130 - FCN = 297134.9980617 Edm = 0.0093799 NCalls = 865 -VariableMetric: Iteration # 131 - FCN = 297134.9908141 Edm = 0.00310286 NCalls = 868 -VariableMetric: Iteration # 132 - FCN = 297134.9869365 Edm = 0.00356438 NCalls = 870 -VariableMetric: Iteration # 133 - FCN = 297134.9847194 Edm = 0.00159693 NCalls = 873 -VariableMetric: Iteration # 134 - FCN = 297134.9829139 Edm = 0.000674215 NCalls = 875 -VariableMetric: Iteration # 135 - FCN = 297134.9817776 Edm = 0.000738043 NCalls = 877 -VariableMetric: Iteration # 136 - FCN = 297134.9810041 Edm = 0.000517333 NCalls = 880 -VariableMetric: Iteration # 137 - FCN = 297134.9788287 Edm = 0.00191067 NCalls = 883 -VariableMetric: Iteration # 138 - FCN = 297134.9773492 Edm = 0.00191361 NCalls = 885 -VariableMetric: Iteration # 139 - FCN = 297134.9751217 Edm = 0.00032468 NCalls = 888 -VariableMetric: Iteration # 140 - FCN = 297134.974791 Edm = 0.000105727 NCalls = 890 -VariableMetric: Iteration # 141 - FCN = 297134.9746553 Edm = 8.54842e-05 NCalls = 893 -VariableMetric: Iteration # 142 - FCN = 297134.974541 Edm = 6.66549e-05 NCalls = 895 -VariableMetric: Iteration # 143 - FCN = 297134.9743866 Edm = 3.84464e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297134.9743866 Edm = 0.000728149 NCalls = 1388 -VariableMetric: Iteration # 144 - FCN = 297134.9743866 Edm = 0.000728149 NCalls = 1388 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319729.6315742 Edm = 229.807 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319729.6315742 Edm = 229.807 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302246.2321736 Edm = 18.0022 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301076.522688 Edm = 296.809 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301011.8040849 Edm = 26.6017 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300697.9872361 Edm = 155.095 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299061.6729995 Edm = 741.012 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298454.1308079 Edm = 9.21947 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298444.1166882 Edm = 6.2548 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298439.5848149 Edm = 1.70417 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298312.0014119 Edm = 89.2648 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297753.0338496 Edm = 158.854 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297608.833909 Edm = 1.45159 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297607.8157304 Edm = 0.0625498 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297607.7421242 Edm = 0.0271294 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297606.8338315 Edm = 1.09083 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297579.8667419 Edm = 6.92059 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297529.632883 Edm = 14.4062 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297502.518546 Edm = 1.03217 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297500.9637368 Edm = 0.352201 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297500.583352 Edm = 0.122092 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297500.4022122 Edm = 0.0795909 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297489.0465664 Edm = 8.77773 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297442.7568072 Edm = 14.2877 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297419.8039606 Edm = 11.1259 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297413.7966175 Edm = 0.542556 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297413.1869871 Edm = 0.00929795 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297413.1534448 Edm = 0.0159132 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297412.9782561 Edm = 0.1359 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297398.1521863 Edm = 4.49601 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297392.1331939 Edm = 0.20588 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297391.96369 Edm = 0.0316262 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297391.9154089 Edm = 0.00323068 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297391.906661 Edm = 0.0029833 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297391.765121 Edm = 0.115845 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297381.6937418 Edm = 7.29891 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297369.9849663 Edm = 7.93672 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297364.3134706 Edm = 0.172847 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297364.064271 Edm = 0.030407 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297364.020885 Edm = 0.00839687 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297364.014125 Edm = 0.00110977 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297364.0096035 Edm = 0.00333387 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297363.7696091 Edm = 0.248042 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297360.0925294 Edm = 2.31671 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297347.2347693 Edm = 0.817524 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297346.5953506 Edm = 0.176577 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297346.4725192 Edm = 0.0121755 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297346.4550589 Edm = 0.00166098 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297346.4532446 Edm = 0.000216125 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297346.4528951 Edm = 0.000152579 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297346.4508632 Edm = 0.00164859 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297344.5511094 Edm = 1.02515 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297343.7819218 Edm = 0.468831 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297343.1199792 Edm = 0.212305 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297343.0021355 Edm = 0.00524706 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297342.9955483 Edm = 0.001505 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297342.9938824 Edm = 0.00032645 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297342.9935238 Edm = 7.16416e-05 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297342.9931498 Edm = 0.000356268 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297342.9788444 Edm = 0.0136447 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297342.3407841 Edm = 0.344211 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297341.4074687 Edm = 0.0150853 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297341.3929932 Edm = 0.0016376 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297341.3913568 Edm = 0.000212445 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297341.3910901 Edm = 8.83231e-05 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297341.3901847 Edm = 0.000994778 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297341.3739366 Edm = 0.0154176 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297339.805187 Edm = 0.0917088 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297339.6950861 Edm = 0.0172859 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297339.6840335 Edm = 0.00280566 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297339.6808741 Edm = 0.000306962 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297339.6804946 Edm = 4.75712e-05 NCalls = 226 -VariableMetric: After Hessian - FCN = 297339.6804946 Edm = 10.9379 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297339.6804946 Edm = 10.9379 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297339.6390382 Edm = 2.64291 NCalls = 714 -VariableMetric: Iteration # 73 - FCN = 297337.1930193 Edm = 0.138314 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297336.9969964 Edm = 0.175692 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297336.648844 Edm = 0.161886 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297336.5065463 Edm = 0.0359798 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297336.4201126 Edm = 0.0138125 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297336.3945525 Edm = 0.00450095 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297336.3851059 Edm = 0.00135172 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297336.3811897 Edm = 0.000680061 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297336.3774355 Edm = 0.00100154 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 297336.3750103 Edm = 0.000620244 NCalls = 736 -VariableMetric: Iteration # 83 - FCN = 297336.3739785 Edm = 0.000460454 NCalls = 738 -VariableMetric: Iteration # 84 - FCN = 297336.3731107 Edm = 0.000209088 NCalls = 740 -VariableMetric: Iteration # 85 - FCN = 297336.3726088 Edm = 9.29047e-05 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297336.372343 Edm = 5.4438e-05 NCalls = 744 -VariableMetric: After Hessian - FCN = 297336.372343 Edm = 0.000372227 NCalls = 1225 -VariableMetric: Iteration # 87 - FCN = 297336.372343 Edm = 0.000372227 NCalls = 1225 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304587.8153907 Edm = 25.8427 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304587.8153907 Edm = 25.8427 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303140.7023544 Edm = 14.9954 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 297978.0219804 Edm = 17.6817 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 297957.3336892 Edm = 11.2604 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297950.3363811 Edm = 0.17185 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297949.9528728 Edm = 0.265529 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297790.3693024 Edm = 9.54842 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297707.8478035 Edm = 21.6801 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297663.3945829 Edm = 11.0035 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297644.311009 Edm = 2.03076 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297641.895935 Edm = 0.268907 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297641.5886044 Edm = 0.0178825 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297641.4504309 Edm = 0.123969 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297616.6976381 Edm = 6.91441 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297567.8215495 Edm = 48.2022 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297491.3231775 Edm = 5.76614 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297485.2727462 Edm = 0.774457 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297484.4930742 Edm = 0.0622991 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297484.2872636 Edm = 0.0706814 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297484.0886457 Edm = 0.13395 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297481.6531511 Edm = 2.59521 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297472.8856416 Edm = 3.73629 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297465.9334021 Edm = 0.118413 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297465.7872071 Edm = 0.0168335 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297465.7608437 Edm = 0.00740222 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297465.4644071 Edm = 0.296642 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297456.6303595 Edm = 5.29683 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297420.4278399 Edm = 20.7706 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297403.5849237 Edm = 7.32913 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297398.0730627 Edm = 1.50862 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297396.2027355 Edm = 0.499798 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297395.6145317 Edm = 0.0365869 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297395.5637113 Edm = 0.00885174 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297395.543099 Edm = 0.00856567 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297395.5022532 Edm = 0.0408215 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297395.2900114 Edm = 0.245124 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297394.7277089 Edm = 0.511117 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297375.5834603 Edm = 3.39965 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297372.9268594 Edm = 0.599423 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297372.0912457 Edm = 0.0626411 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297372.0359444 Edm = 0.0184097 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297372.0236652 Edm = 0.00255736 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297372.0050201 Edm = 0.0158005 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297371.7198783 Edm = 0.187499 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297370.6127896 Edm = 0.968079 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297353.679973 Edm = 4.94842 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297351.8333914 Edm = 5.1889 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297347.3930775 Edm = 2.03019 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297345.9842805 Edm = 0.727669 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297345.6370327 Edm = 0.0709098 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297345.5873007 Edm = 0.0152752 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297345.5759324 Edm = 0.00304855 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297345.5720219 Edm = 0.000923972 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297345.5672603 Edm = 0.00402442 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297345.4009256 Edm = 0.133316 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297343.1030618 Edm = 1.22034 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297337.2146727 Edm = 0.934387 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297336.374968 Edm = 0.241922 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297336.109494 Edm = 0.0213355 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297336.0793813 Edm = 0.000815678 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297336.0779879 Edm = 0.00031837 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297336.0738125 Edm = 0.0034331 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297335.9631465 Edm = 0.0966591 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297333.1555741 Edm = 0.509595 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297332.7322252 Edm = 0.0996288 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297332.6277448 Edm = 0.0144199 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297332.6098403 Edm = 0.00181512 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297332.6075349 Edm = 0.000154095 NCalls = 206 -VariableMetric: Iteration # 68 - FCN = 297332.6072599 Edm = 9.68167e-05 NCalls = 208 -VariableMetric: Iteration # 69 - FCN = 297332.6036709 Edm = 0.00321986 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297332.2663856 Edm = 0.253135 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297331.4468122 Edm = 0.0252538 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297331.4080104 Edm = 0.00343969 NCalls = 221 -VariableMetric: Iteration # 73 - FCN = 297331.4029286 Edm = 0.000295644 NCalls = 223 -VariableMetric: Iteration # 74 - FCN = 297331.4027706 Edm = 3.02815e-05 NCalls = 225 -VariableMetric: After Hessian - FCN = 297331.4027706 Edm = 698.192 NCalls = 704 -VariableMetric: Iteration # 75 - FCN = 297331.4027706 Edm = 698.192 NCalls = 704 -VariableMetric: Iteration # 76 - FCN = 297327.4863525 Edm = 8831.24 NCalls = 715 -VariableMetric: Iteration # 77 - FCN = 297327.4336397 Edm = 201097 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297327.260957 Edm = 107041 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297326.2023728 Edm = 118498 NCalls = 739 -VariableMetric: Iteration # 80 - FCN = 297325.9947114 Edm = 4159.61 NCalls = 746 -VariableMetric: Iteration # 81 - FCN = 297325.869852 Edm = 855.001 NCalls = 751 -VariableMetric: Iteration # 82 - FCN = 297325.7222072 Edm = 1532.64 NCalls = 755 -VariableMetric: Iteration # 83 - FCN = 297325.5878926 Edm = 1131.59 NCalls = 759 -VariableMetric: Iteration # 84 - FCN = 297325.4292155 Edm = 558.637 NCalls = 763 -VariableMetric: Iteration # 85 - FCN = 297325.3482106 Edm = 648.105 NCalls = 767 -VariableMetric: Iteration # 86 - FCN = 297324.601986 Edm = 544.099 NCalls = 770 -VariableMetric: Iteration # 87 - FCN = 297324.5280439 Edm = 3540.09 NCalls = 773 -VariableMetric: Iteration # 88 - FCN = 297323.8210417 Edm = 905.005 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297323.3289052 Edm = 622.145 NCalls = 779 -VariableMetric: Iteration # 90 - FCN = 297322.7797222 Edm = 111.167 NCalls = 782 -VariableMetric: Iteration # 91 - FCN = 297322.0486288 Edm = 76.8098 NCalls = 785 -VariableMetric: Iteration # 92 - FCN = 297321.5435237 Edm = 70.7462 NCalls = 788 -VariableMetric: Iteration # 93 - FCN = 297321.1016497 Edm = 88.4919 NCalls = 791 -VariableMetric: Iteration # 94 - FCN = 297320.6996949 Edm = 25.1431 NCalls = 794 -VariableMetric: Iteration # 95 - FCN = 297320.398735 Edm = 10.3355 NCalls = 797 -VariableMetric: Iteration # 96 - FCN = 297320.1995252 Edm = 27.9141 NCalls = 800 -VariableMetric: Iteration # 97 - FCN = 297319.9004382 Edm = 27.8667 NCalls = 802 -VariableMetric: Iteration # 98 - FCN = 297319.1878342 Edm = 38.6943 NCalls = 804 -VariableMetric: Iteration # 99 - FCN = 297318.9860936 Edm = 21.7225 NCalls = 806 -VariableMetric: Iteration # 100 - FCN = 297317.2427515 Edm = 10.3963 NCalls = 808 -VariableMetric: Iteration # 101 - FCN = 297316.1476308 Edm = 9.13622 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297315.3817987 Edm = 3.33434 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297314.5254122 Edm = 3.80011 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297312.7096577 Edm = 8.32092 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297311.4555424 Edm = 2.78631 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297309.5190639 Edm = 8.76907 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297308.1173811 Edm = 17.3892 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297306.5147593 Edm = 3.47471 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297304.4544747 Edm = 1.17277 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297303.9631061 Edm = 0.509017 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297303.579609 Edm = 0.485165 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297303.3737934 Edm = 0.140393 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297303.2791386 Edm = 0.0702545 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297303.2255411 Edm = 0.0161685 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297303.2049369 Edm = 0.0103048 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297303.1711328 Edm = 0.0216263 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297303.1467034 Edm = 0.0264977 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297303.132044 Edm = 0.00971168 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297303.1233654 Edm = 0.00289365 NCalls = 850 -VariableMetric: Iteration # 120 - FCN = 297303.1205301 Edm = 0.000612864 NCalls = 851 -VariableMetric: Iteration # 121 - FCN = 297303.1198102 Edm = 0.000419304 NCalls = 853 -VariableMetric: Iteration # 122 - FCN = 297303.1185895 Edm = 0.000857063 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297303.1168404 Edm = 0.00049366 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297303.1155968 Edm = 0.000283393 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297303.1152371 Edm = 9.18716e-05 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297303.1151197 Edm = 1.94161e-05 NCalls = 864 -VariableMetric: After Hessian - FCN = 297303.1151197 Edm = 2.08564e-05 NCalls = 1351 -VariableMetric: Iteration # 127 - FCN = 297303.1151197 Edm = 2.08564e-05 NCalls = 1351 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305834.5782666 Edm = 175.193 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305834.5782666 Edm = 175.193 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303864.1290861 Edm = 57.7764 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 303677.2487992 Edm = 245.44 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301810.7002315 Edm = 3.60428 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301725.3680032 Edm = 14.062 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301533.867663 Edm = 58.5277 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301454.9263758 Edm = 134.092 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 300703.7011251 Edm = 843.682 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 300614.1317842 Edm = 307.299 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 300027.9777296 Edm = 369.883 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 300019.5769398 Edm = 48.8733 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 299968.2323618 Edm = 10.6137 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 299954.5799876 Edm = 3.1858 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 299910.8914208 Edm = 40.2539 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298211.6387662 Edm = 43.0292 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 298088.910138 Edm = 8.23334 NCalls = 76 -VariableMetric: Iteration # 16 - FCN = 298076.2218226 Edm = 6.99418 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297794.8814269 Edm = 38.4863 NCalls = 84 -VariableMetric: Iteration # 18 - FCN = 297777.832523 Edm = 112.341 NCalls = 86 -VariableMetric: Iteration # 19 - FCN = 297722.317997 Edm = 38.387 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 297656.936883 Edm = 11.554 NCalls = 94 -VariableMetric: Iteration # 21 - FCN = 297648.8698679 Edm = 5.20016 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297644.799787 Edm = 0.683585 NCalls = 98 -VariableMetric: Iteration # 23 - FCN = 297643.8759983 Edm = 1.0609 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297626.13371 Edm = 15.299 NCalls = 105 -VariableMetric: Iteration # 25 - FCN = 297513.7657458 Edm = 0.936845 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297511.177378 Edm = 0.403398 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297510.77704 Edm = 0.0310243 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297510.7171651 Edm = 0.0297096 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297510.584154 Edm = 0.0943585 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297506.970261 Edm = 3.00913 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297470.9318112 Edm = 1.85433 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297466.8479972 Edm = 0.379952 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297466.4586478 Edm = 0.0296916 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297466.4256588 Edm = 0.0212116 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297464.3175244 Edm = 2.01832 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297450.537786 Edm = 3.33859 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297447.9433574 Edm = 0.0616798 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297447.8591318 Edm = 0.0252889 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297447.5376384 Edm = 0.29367 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297439.6479381 Edm = 6.11611 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297391.0057962 Edm = 16.5493 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297378.4286971 Edm = 20.7174 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297365.9148285 Edm = 5.62115 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297343.6053921 Edm = 5.45657 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297319.0057151 Edm = 5.19646 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297312.7184724 Edm = 2.7113 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297311.9049856 Edm = 0.0905089 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297311.8223074 Edm = 0.010866 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297311.8075006 Edm = 0.00314626 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297311.7967021 Edm = 0.00484769 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297311.7108608 Edm = 0.0383854 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297311.4913684 Edm = 0.126991 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297308.9566884 Edm = 2.79939 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297304.8411133 Edm = 4.68763 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297303.5660337 Edm = 4.96641 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297299.4911741 Edm = 0.997207 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297297.7006064 Edm = 0.288809 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297297.1700654 Edm = 0.279595 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297295.7883678 Edm = 0.830712 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297293.5453852 Edm = 0.480349 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297293.354574 Edm = 0.0342315 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297293.3215291 Edm = 0.00183798 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297293.3190146 Edm = 0.000468599 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297293.3124173 Edm = 0.00383213 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297293.2747207 Edm = 0.0233411 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297291.169931 Edm = 0.738728 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297289.7553349 Edm = 0.137227 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297289.6190545 Edm = 0.070222 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297289.5135767 Edm = 0.0534491 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297289.3573494 Edm = 0.239425 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297289.0810524 Edm = 0.826364 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297288.6110649 Edm = 0.330546 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297288.4828216 Edm = 0.545392 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297287.9688428 Edm = 0.171208 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297287.404813 Edm = 0.0946417 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297287.290496 Edm = 0.0275921 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297287.2807325 Edm = 0.00159911 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297287.2786604 Edm = 0.000164438 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297287.2779817 Edm = 0.000449064 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297287.1791217 Edm = 0.0985772 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297284.2128381 Edm = 0.900278 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297282.8839207 Edm = 0.0255378 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297282.8625389 Edm = 0.00114211 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297282.8613371 Edm = 0.000158643 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297282.8607959 Edm = 0.000313295 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297282.8594546 Edm = 0.000984601 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 297282.8427353 Edm = 0.0120991 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297282.5790429 Edm = 0.150265 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297281.7809115 Edm = 1.62624 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297281.2412583 Edm = 0.419593 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297280.9288662 Edm = 0.114366 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297280.7938611 Edm = 0.008233 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297280.7825478 Edm = 0.00499841 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297280.7732978 Edm = 0.00672286 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297280.7221107 Edm = 0.0247886 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297280.6685415 Edm = 0.0720349 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297280.6104153 Edm = 0.0062924 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297280.6047334 Edm = 0.000695955 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297280.6041611 Edm = 7.79352e-05 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 297280.6039863 Edm = 2.82445e-05 NCalls = 335 -VariableMetric: After Hessian - FCN = 297280.6039863 Edm = 320.63 NCalls = 816 -VariableMetric: Iteration # 101 - FCN = 297280.6039863 Edm = 320.63 NCalls = 816 -VariableMetric: Iteration # 102 - FCN = 297280.5345585 Edm = 418.709 NCalls = 821 -VariableMetric: Iteration # 103 - FCN = 297279.7825039 Edm = 0.0427622 NCalls = 829 -VariableMetric: Iteration # 104 - FCN = 297279.781202 Edm = 0.0265633 NCalls = 832 -VariableMetric: Iteration # 105 - FCN = 297279.453657 Edm = 0.0962979 NCalls = 835 -VariableMetric: Iteration # 106 - FCN = 297279.0980406 Edm = 0.119425 NCalls = 837 -VariableMetric: Iteration # 107 - FCN = 297279.0576065 Edm = 0.0280148 NCalls = 839 -VariableMetric: Iteration # 108 - FCN = 297278.9947733 Edm = 0.0239613 NCalls = 841 -VariableMetric: Iteration # 109 - FCN = 297278.9257113 Edm = 0.0198816 NCalls = 843 -VariableMetric: Iteration # 110 - FCN = 297278.8781644 Edm = 0.0233065 NCalls = 845 -VariableMetric: Iteration # 111 - FCN = 297278.7631764 Edm = 0.0261342 NCalls = 848 -VariableMetric: Iteration # 112 - FCN = 297278.6565713 Edm = 0.0316385 NCalls = 850 -VariableMetric: Iteration # 113 - FCN = 297278.5890165 Edm = 0.0145208 NCalls = 852 -VariableMetric: Iteration # 114 - FCN = 297278.5280177 Edm = 0.00941253 NCalls = 854 -VariableMetric: Iteration # 115 - FCN = 297278.5064283 Edm = 0.00558948 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297278.4818842 Edm = 0.00207343 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297278.4726459 Edm = 0.00411955 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297278.4539272 Edm = 0.00302587 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297278.4466751 Edm = 0.00114253 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297278.4439565 Edm = 0.000652963 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297278.4420606 Edm = 0.000345751 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297278.4408287 Edm = 0.000508414 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297278.4377341 Edm = 0.000876509 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297278.4346431 Edm = 0.00195642 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297278.4254769 Edm = 0.0048598 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297278.4204518 Edm = 0.00960464 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297278.4165034 Edm = 0.00109029 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297278.4141288 Edm = 0.000810927 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297278.4121746 Edm = 0.000410825 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297278.4115216 Edm = 0.000169625 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297278.4110456 Edm = 0.000280995 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297278.4100471 Edm = 0.000450094 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297278.4091159 Edm = 0.000461251 NCalls = 896 -VariableMetric: Iteration # 134 - FCN = 297278.4065272 Edm = 0.000879898 NCalls = 899 -VariableMetric: Iteration # 135 - FCN = 297278.4050108 Edm = 0.000895181 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297278.404058 Edm = 0.000768721 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297278.4029841 Edm = 0.000886912 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297278.402469 Edm = 0.000844206 NCalls = 910 -VariableMetric: Iteration # 139 - FCN = 297278.4011758 Edm = 0.000670214 NCalls = 913 -VariableMetric: Iteration # 140 - FCN = 297278.4000761 Edm = 0.000364888 NCalls = 915 -VariableMetric: Iteration # 141 - FCN = 297278.3993715 Edm = 0.000823147 NCalls = 918 -VariableMetric: Iteration # 142 - FCN = 297278.3979855 Edm = 0.000511331 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297278.3969126 Edm = 0.000536203 NCalls = 923 -VariableMetric: Iteration # 144 - FCN = 297278.3937329 Edm = 0.00247111 NCalls = 926 -VariableMetric: Iteration # 145 - FCN = 297278.3912821 Edm = 0.000915992 NCalls = 930 -VariableMetric: Iteration # 146 - FCN = 297278.3891331 Edm = 0.00104655 NCalls = 932 -VariableMetric: Iteration # 147 - FCN = 297278.387475 Edm = 0.00234559 NCalls = 934 -VariableMetric: Iteration # 148 - FCN = 297278.3847897 Edm = 0.000629222 NCalls = 937 -VariableMetric: Iteration # 149 - FCN = 297278.3831937 Edm = 0.00149824 NCalls = 940 -VariableMetric: Iteration # 150 - FCN = 297278.3820383 Edm = 0.00068046 NCalls = 942 -VariableMetric: Iteration # 151 - FCN = 297278.3804003 Edm = 0.000541861 NCalls = 945 -VariableMetric: Iteration # 152 - FCN = 297278.3792677 Edm = 0.000416725 NCalls = 947 -VariableMetric: Iteration # 153 - FCN = 297278.3782651 Edm = 0.00047552 NCalls = 949 -VariableMetric: Iteration # 154 - FCN = 297278.3769341 Edm = 0.000693622 NCalls = 952 -VariableMetric: Iteration # 155 - FCN = 297278.3760791 Edm = 0.00118917 NCalls = 954 -VariableMetric: Iteration # 156 - FCN = 297278.3742314 Edm = 0.000834343 NCalls = 958 -VariableMetric: Iteration # 157 - FCN = 297278.3718467 Edm = 0.00208182 NCalls = 962 -VariableMetric: Iteration # 158 - FCN = 297278.3706187 Edm = 0.00180331 NCalls = 964 -VariableMetric: Iteration # 159 - FCN = 297278.3676082 Edm = 0.00137581 NCalls = 968 -VariableMetric: Iteration # 160 - FCN = 297278.3648928 Edm = 0.000816202 NCalls = 971 -VariableMetric: Iteration # 161 - FCN = 297278.3635014 Edm = 0.00267867 NCalls = 974 -VariableMetric: Iteration # 162 - FCN = 297278.3627738 Edm = 0.000830426 NCalls = 976 -VariableMetric: Iteration # 163 - FCN = 297278.3611278 Edm = 0.000670913 NCalls = 980 -VariableMetric: Iteration # 164 - FCN = 297278.3582893 Edm = 0.00213326 NCalls = 983 -VariableMetric: Iteration # 165 - FCN = 297278.3567517 Edm = 0.00359465 NCalls = 985 -VariableMetric: Iteration # 166 - FCN = 297278.3537514 Edm = 0.00039463 NCalls = 988 -VariableMetric: Iteration # 167 - FCN = 297278.3529733 Edm = 0.000345292 NCalls = 990 -VariableMetric: Iteration # 168 - FCN = 297278.3526187 Edm = 0.000440687 NCalls = 992 -VariableMetric: Iteration # 169 - FCN = 297278.3519834 Edm = 0.000294126 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297278.3513978 Edm = 0.000112064 NCalls = 997 -VariableMetric: Iteration # 171 - FCN = 297278.3512154 Edm = 5.85828e-05 NCalls = 999 -VariableMetric: After Hessian - FCN = 297278.3512154 Edm = 0.00515962 NCalls = 1486 -VariableMetric: Iteration # 172 - FCN = 297278.3512154 Edm = 0.00515962 NCalls = 1486 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320537.9222408 Edm = 61.2103 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320537.9222408 Edm = 61.2103 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304852.1298261 Edm = 7.137 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304812.2155882 Edm = 5.79731 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 304269.4562164 Edm = 21.2046 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 304237.0541093 Edm = 6.01589 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 304088.1656772 Edm = 85.7687 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 303618.415578 Edm = 3.90933 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 303614.1592467 Edm = 0.772908 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 303562.5435284 Edm = 50.0745 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 303187.6974568 Edm = 6.33345 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 303175.2298349 Edm = 4.82978 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 299235.4595308 Edm = 945.869 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 299225.4152619 Edm = 78.8835 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298915.034015 Edm = 235.009 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298559.0667612 Edm = 248.841 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298054.1220953 Edm = 261.794 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297848.0662241 Edm = 19.1762 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297767.6123044 Edm = 14.5111 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297754.4861997 Edm = 10.8076 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297747.958215 Edm = 2.63669 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297741.1423416 Edm = 1.35848 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297739.5545821 Edm = 0.44361 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297738.4334021 Edm = 0.44206 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297733.5669233 Edm = 3.28347 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297725.6760713 Edm = 0.632985 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297724.6771701 Edm = 0.357385 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297724.2084514 Edm = 0.598543 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297722.5948005 Edm = 0.756775 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297716.99056 Edm = 41.0782 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297708.9728209 Edm = 13.5737 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297708.2970207 Edm = 3.71266 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297672.99422 Edm = 5.04373 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297670.0316238 Edm = 7.10743 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297661.0112685 Edm = 3.39923 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297651.8751121 Edm = 24.1035 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297644.3603471 Edm = 4.2775 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297637.7894544 Edm = 1.44246 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297636.0222874 Edm = 0.441651 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297635.2215868 Edm = 0.895649 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297632.8571561 Edm = 2.07409 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297630.6719114 Edm = 4.56129 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297625.6553057 Edm = 0.545674 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297624.7429481 Edm = 2.77094 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297619.7504281 Edm = 2.98992 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297617.7061005 Edm = 2.63248 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297615.3985445 Edm = 1.25439 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297614.0308701 Edm = 1.20059 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297613.0799845 Edm = 0.173784 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297612.9555371 Edm = 0.0510221 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297612.7306799 Edm = 0.0488968 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297612.5922125 Edm = 0.0668115 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297609.1460647 Edm = 4.59544 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297589.0079688 Edm = 1.41261 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297588.7285768 Edm = 3.99105 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297587.340295 Edm = 0.272934 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297585.7164604 Edm = 0.695682 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297584.4942208 Edm = 0.176778 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297583.8396584 Edm = 0.575654 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297581.7485731 Edm = 2.02871 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297578.7608417 Edm = 0.952669 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297578.250038 Edm = 0.359472 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297578.0366364 Edm = 0.0555844 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297577.975087 Edm = 0.00880006 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297577.9575857 Edm = 0.00695936 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297577.8506426 Edm = 0.0872738 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297571.2450842 Edm = 7.46809 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297569.7105199 Edm = 1.38397 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297552.5685028 Edm = 6.50935 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297545.5707734 Edm = 2.42952 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297543.8544501 Edm = 0.62439 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297543.2830424 Edm = 0.0367268 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297543.2362718 Edm = 0.0382762 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297543.0839779 Edm = 0.131379 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297542.5780417 Edm = 0.480809 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297542.1270526 Edm = 0.19369 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297541.9306543 Edm = 0.0646869 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297541.8496545 Edm = 0.0218389 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297541.8153713 Edm = 0.0248496 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297541.7177736 Edm = 0.0548289 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297541.5337468 Edm = 0.0625329 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297541.3588512 Edm = 0.217764 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297539.8850749 Edm = 1.22357 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297539.655661 Edm = 0.530522 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297539.135896 Edm = 0.417869 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297536.1903574 Edm = 0.708718 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297535.6768278 Edm = 0.0979944 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297535.6125378 Edm = 0.0332098 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297535.5712827 Edm = 0.0288058 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297535.5006803 Edm = 0.0427698 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297535.4578309 Edm = 0.019968 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297535.4308162 Edm = 0.00828774 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297535.4100204 Edm = 0.0213829 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297535.3910487 Edm = 0.0154503 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297535.3604674 Edm = 0.0115904 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297535.333404 Edm = 0.0387303 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297535.3091682 Edm = 0.0445621 NCalls = 317 -VariableMetric: Iteration # 96 - FCN = 297535.2517752 Edm = 0.0460021 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297535.1893862 Edm = 0.0969404 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297535.1595083 Edm = 0.0350181 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297535.028248 Edm = 0.0504562 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297534.953225 Edm = 0.113194 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297534.8693555 Edm = 0.0324963 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297534.8351339 Edm = 0.0368127 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297534.799945 Edm = 0.0099098 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297534.7740652 Edm = 0.00825893 NCalls = 346 -VariableMetric: Iteration # 105 - FCN = 297534.7680105 Edm = 0.00545278 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297534.7620468 Edm = 0.00120407 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297534.756179 Edm = 0.0028804 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297534.648109 Edm = 0.111004 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297534.4947331 Edm = 0.10094 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297534.3073255 Edm = 1.0092 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297534.0501117 Edm = 0.152395 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297533.9510716 Edm = 0.222848 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297533.6170971 Edm = 0.72243 NCalls = 378 -VariableMetric: Iteration # 114 - FCN = 297532.1403066 Edm = 2.54244 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297531.9321101 Edm = 0.362573 NCalls = 386 -VariableMetric: Iteration # 116 - FCN = 297530.9737872 Edm = 1.26673 NCalls = 390 -VariableMetric: Iteration # 117 - FCN = 297523.5261146 Edm = 2.49417 NCalls = 396 -VariableMetric: Iteration # 118 - FCN = 297511.805422 Edm = 1.86781 NCalls = 405 -VariableMetric: Iteration # 119 - FCN = 297511.53478 Edm = 1.30127 NCalls = 407 -VariableMetric: Iteration # 120 - FCN = 297510.3127819 Edm = 1.54577 NCalls = 409 -VariableMetric: Iteration # 121 - FCN = 297509.2058063 Edm = 0.463782 NCalls = 411 -VariableMetric: Iteration # 122 - FCN = 297508.5390226 Edm = 0.452868 NCalls = 413 -VariableMetric: Iteration # 123 - FCN = 297508.0243662 Edm = 0.502353 NCalls = 416 -VariableMetric: Iteration # 124 - FCN = 297507.1300375 Edm = 0.615971 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297496.3778966 Edm = 4.27924 NCalls = 424 -VariableMetric: Iteration # 126 - FCN = 297491.8786078 Edm = 10.4544 NCalls = 425 -VariableMetric: Iteration # 127 - FCN = 297485.3552981 Edm = 5.4659 NCalls = 429 -VariableMetric: Iteration # 128 - FCN = 297477.816021 Edm = 63.8691 NCalls = 431 -VariableMetric: Iteration # 129 - FCN = 297472.3266947 Edm = 12.2273 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297445.9541517 Edm = 12.9702 NCalls = 435 -VariableMetric: Iteration # 131 - FCN = 297438.7666729 Edm = 1.35447 NCalls = 437 -VariableMetric: Iteration # 132 - FCN = 297437.2479563 Edm = 0.333161 NCalls = 439 -VariableMetric: Iteration # 133 - FCN = 297436.8723483 Edm = 0.118022 NCalls = 441 -VariableMetric: Iteration # 134 - FCN = 297436.6836738 Edm = 0.0572836 NCalls = 443 -VariableMetric: Iteration # 135 - FCN = 297436.4490401 Edm = 0.0704458 NCalls = 445 -VariableMetric: Iteration # 136 - FCN = 297436.2632307 Edm = 0.0635095 NCalls = 448 -VariableMetric: Iteration # 137 - FCN = 297436.1885683 Edm = 0.0995508 NCalls = 450 -VariableMetric: Iteration # 138 - FCN = 297436.1205823 Edm = 0.0568402 NCalls = 453 -VariableMetric: Iteration # 139 - FCN = 297435.9403622 Edm = 0.0758385 NCalls = 456 -VariableMetric: Iteration # 140 - FCN = 297435.7461775 Edm = 0.112331 NCalls = 458 -VariableMetric: Iteration # 141 - FCN = 297435.4663002 Edm = 0.094231 NCalls = 461 -VariableMetric: Iteration # 142 - FCN = 297435.2870766 Edm = 0.0394162 NCalls = 463 -VariableMetric: Iteration # 143 - FCN = 297435.2153949 Edm = 0.115221 NCalls = 466 -VariableMetric: Iteration # 144 - FCN = 297434.8290679 Edm = 0.652603 NCalls = 474 -VariableMetric: Iteration # 145 - FCN = 297434.8036064 Edm = 0.20481 NCalls = 476 -VariableMetric: Iteration # 146 - FCN = 297434.642409 Edm = 0.267915 NCalls = 480 -VariableMetric: Iteration # 147 - FCN = 297434.2041073 Edm = 0.554671 NCalls = 484 -VariableMetric: Iteration # 148 - FCN = 297433.4063103 Edm = 0.670196 NCalls = 491 -VariableMetric: Iteration # 149 - FCN = 297432.9467813 Edm = 0.225753 NCalls = 496 -VariableMetric: Iteration # 150 - FCN = 297432.5625525 Edm = 0.261217 NCalls = 498 -VariableMetric: Iteration # 151 - FCN = 297431.257415 Edm = 3.93447 NCalls = 509 -VariableMetric: Iteration # 152 - FCN = 297431.158167 Edm = 0.367688 NCalls = 511 -VariableMetric: Iteration # 153 - FCN = 297430.5205698 Edm = 0.495399 NCalls = 515 -VariableMetric: Iteration # 154 - FCN = 297430.1030352 Edm = 0.211417 NCalls = 518 -VariableMetric: Iteration # 155 - FCN = 297429.6640676 Edm = 0.0464339 NCalls = 521 -VariableMetric: Iteration # 156 - FCN = 297429.5944574 Edm = 0.0324192 NCalls = 523 -VariableMetric: Iteration # 157 - FCN = 297429.4535885 Edm = 0.0863148 NCalls = 526 -VariableMetric: Iteration # 158 - FCN = 297429.1799283 Edm = 0.149149 NCalls = 528 -VariableMetric: Iteration # 159 - FCN = 297427.5021877 Edm = 1.66284 NCalls = 532 -VariableMetric: Iteration # 160 - FCN = 297418.5529819 Edm = 14.3904 NCalls = 539 -VariableMetric: Iteration # 161 - FCN = 297415.4268616 Edm = 2.76799 NCalls = 545 -VariableMetric: Iteration # 162 - FCN = 297406.636526 Edm = 13.1338 NCalls = 550 -VariableMetric: Iteration # 163 - FCN = 297386.9549745 Edm = 10.651 NCalls = 553 -VariableMetric: Iteration # 164 - FCN = 297378.369645 Edm = 1.56974 NCalls = 556 -VariableMetric: Iteration # 165 - FCN = 297376.5341626 Edm = 0.210248 NCalls = 558 -VariableMetric: Iteration # 166 - FCN = 297376.2119485 Edm = 0.0788904 NCalls = 560 -VariableMetric: Iteration # 167 - FCN = 297376.0736555 Edm = 0.0432 NCalls = 562 -VariableMetric: Iteration # 168 - FCN = 297375.9381332 Edm = 0.024317 NCalls = 564 -VariableMetric: Iteration # 169 - FCN = 297375.8966105 Edm = 0.0104048 NCalls = 567 -VariableMetric: Iteration # 170 - FCN = 297375.8763876 Edm = 0.0104631 NCalls = 569 -VariableMetric: Iteration # 171 - FCN = 297375.818982 Edm = 0.0325172 NCalls = 573 -VariableMetric: Iteration # 172 - FCN = 297375.7068491 Edm = 0.0303889 NCalls = 576 -VariableMetric: Iteration # 173 - FCN = 297375.646559 Edm = 0.0122176 NCalls = 578 -VariableMetric: Iteration # 174 - FCN = 297375.6313626 Edm = 0.0175909 NCalls = 580 -VariableMetric: Iteration # 175 - FCN = 297375.6203429 Edm = 0.00795515 NCalls = 583 -VariableMetric: Iteration # 176 - FCN = 297375.583897 Edm = 0.0141361 NCalls = 586 -VariableMetric: Iteration # 177 - FCN = 297375.5679149 Edm = 0.0133266 NCalls = 588 -VariableMetric: Iteration # 178 - FCN = 297375.5565594 Edm = 0.00280802 NCalls = 591 -VariableMetric: Iteration # 179 - FCN = 297375.5517563 Edm = 0.00367813 NCalls = 594 -VariableMetric: Iteration # 180 - FCN = 297375.548816 Edm = 0.00104284 NCalls = 596 -VariableMetric: Iteration # 181 - FCN = 297375.5469337 Edm = 0.000329666 NCalls = 598 -VariableMetric: Iteration # 182 - FCN = 297375.5459182 Edm = 0.0006436 NCalls = 600 -VariableMetric: Iteration # 183 - FCN = 297375.5420282 Edm = 0.0036781 NCalls = 603 -VariableMetric: Iteration # 184 - FCN = 297375.5340884 Edm = 0.0152993 NCalls = 607 -VariableMetric: Iteration # 185 - FCN = 297375.4316553 Edm = 0.0770405 NCalls = 618 -VariableMetric: Iteration # 186 - FCN = 297375.3747874 Edm = 0.222612 NCalls = 620 -VariableMetric: Iteration # 187 - FCN = 297375.0337147 Edm = 0.307264 NCalls = 629 -VariableMetric: Iteration # 188 - FCN = 297373.0176112 Edm = 4.42173 NCalls = 635 -VariableMetric: Iteration # 189 - FCN = 297372.604607 Edm = 1.3853 NCalls = 638 -VariableMetric: Iteration # 190 - FCN = 297370.4036391 Edm = 1.92388 NCalls = 643 -VariableMetric: Iteration # 191 - FCN = 297370.2134699 Edm = 1.50935 NCalls = 645 -VariableMetric: Iteration # 192 - FCN = 297369.7799944 Edm = 0.494003 NCalls = 647 -VariableMetric: Iteration # 193 - FCN = 297369.4114053 Edm = 0.23502 NCalls = 649 -VariableMetric: Iteration # 194 - FCN = 297369.1150755 Edm = 0.377621 NCalls = 651 -VariableMetric: Iteration # 195 - FCN = 297368.7291021 Edm = 0.488985 NCalls = 653 -VariableMetric: Iteration # 196 - FCN = 297367.8654432 Edm = 0.849047 NCalls = 657 -VariableMetric: Iteration # 197 - FCN = 297366.6545474 Edm = 1.62808 NCalls = 661 -VariableMetric: Iteration # 198 - FCN = 297365.5904913 Edm = 0.840759 NCalls = 665 -VariableMetric: Iteration # 199 - FCN = 297364.7878679 Edm = 0.705271 NCalls = 669 -VariableMetric: Iteration # 200 - FCN = 297364.2344038 Edm = 0.204936 NCalls = 672 -VariableMetric: Iteration # 201 - FCN = 297363.8944192 Edm = 0.0979231 NCalls = 675 -VariableMetric: Iteration # 202 - FCN = 297363.7486238 Edm = 0.00752242 NCalls = 677 -VariableMetric: Iteration # 203 - FCN = 297363.738124 Edm = 0.00196609 NCalls = 679 -VariableMetric: Iteration # 204 - FCN = 297363.7346319 Edm = 0.000866973 NCalls = 681 -VariableMetric: Iteration # 205 - FCN = 297363.7290095 Edm = 0.00467588 NCalls = 684 -VariableMetric: Iteration # 206 - FCN = 297363.7074135 Edm = 0.0341764 NCalls = 686 -VariableMetric: Iteration # 207 - FCN = 297363.2410944 Edm = 0.292582 NCalls = 694 -VariableMetric: Iteration # 208 - FCN = 297362.8807391 Edm = 0.0650568 NCalls = 696 -VariableMetric: Iteration # 209 - FCN = 297362.84612 Edm = 0.0170203 NCalls = 698 -VariableMetric: Iteration # 210 - FCN = 297362.8159783 Edm = 0.0151706 NCalls = 700 -VariableMetric: Iteration # 211 - FCN = 297362.7391691 Edm = 0.0727779 NCalls = 704 -VariableMetric: Iteration # 212 - FCN = 297362.6549256 Edm = 0.110887 NCalls = 707 -VariableMetric: Iteration # 213 - FCN = 297362.6209843 Edm = 0.0494036 NCalls = 710 -VariableMetric: Iteration # 214 - FCN = 297362.5531417 Edm = 0.0437602 NCalls = 713 -VariableMetric: Iteration # 215 - FCN = 297362.4698769 Edm = 0.0268215 NCalls = 718 -VariableMetric: Iteration # 216 - FCN = 297362.4244442 Edm = 0.0077613 NCalls = 721 -VariableMetric: Iteration # 217 - FCN = 297362.4048716 Edm = 0.00644614 NCalls = 723 -VariableMetric: Iteration # 218 - FCN = 297362.3615427 Edm = 0.0853567 NCalls = 726 -VariableMetric: Iteration # 219 - FCN = 297362.2002684 Edm = 0.209755 NCalls = 731 -VariableMetric: Iteration # 220 - FCN = 297358.8150116 Edm = 1.76802 NCalls = 742 -VariableMetric: Iteration # 221 - FCN = 297355.8204884 Edm = 0.786088 NCalls = 745 -VariableMetric: Iteration # 222 - FCN = 297355.6831908 Edm = 0.902547 NCalls = 747 -VariableMetric: Iteration # 223 - FCN = 297355.2196989 Edm = 0.0425279 NCalls = 749 -VariableMetric: Iteration # 224 - FCN = 297355.1350283 Edm = 0.0427606 NCalls = 751 -VariableMetric: Iteration # 225 - FCN = 297354.9244237 Edm = 0.0532178 NCalls = 753 -VariableMetric: Iteration # 226 - FCN = 297354.8234025 Edm = 0.0172763 NCalls = 756 -VariableMetric: Iteration # 227 - FCN = 297354.8109962 Edm = 0.00273213 NCalls = 758 -VariableMetric: Iteration # 228 - FCN = 297354.8088027 Edm = 0.000414292 NCalls = 760 -VariableMetric: Iteration # 229 - FCN = 297354.8081317 Edm = 0.000280857 NCalls = 762 -VariableMetric: Iteration # 230 - FCN = 297354.8070581 Edm = 0.000333272 NCalls = 764 -VariableMetric: Iteration # 231 - FCN = 297354.8050915 Edm = 0.00151603 NCalls = 767 -VariableMetric: Iteration # 232 - FCN = 297354.7510669 Edm = 0.0548418 NCalls = 771 -VariableMetric: Iteration # 233 - FCN = 297353.6168372 Edm = 0.943426 NCalls = 779 -VariableMetric: Iteration # 234 - FCN = 297351.7384991 Edm = 1.86021 NCalls = 782 -VariableMetric: Iteration # 235 - FCN = 297351.0661519 Edm = 0.206535 NCalls = 783 -VariableMetric: Iteration # 236 - FCN = 297350.8552257 Edm = 0.0430071 NCalls = 785 -VariableMetric: Iteration # 237 - FCN = 297350.7929453 Edm = 0.00778009 NCalls = 787 -VariableMetric: Iteration # 238 - FCN = 297350.7824179 Edm = 0.00107558 NCalls = 789 -VariableMetric: Iteration # 239 - FCN = 297350.7813158 Edm = 0.000115937 NCalls = 790 -VariableMetric: Iteration # 240 - FCN = 297350.7810761 Edm = 0.000142118 NCalls = 792 -VariableMetric: Iteration # 241 - FCN = 297350.7775073 Edm = 0.00377541 NCalls = 798 -VariableMetric: Iteration # 242 - FCN = 297350.7539169 Edm = 0.0207821 NCalls = 806 -VariableMetric: Iteration # 243 - FCN = 297350.7499174 Edm = 0.0132082 NCalls = 808 -VariableMetric: Iteration # 244 - FCN = 297350.7354861 Edm = 0.0166582 NCalls = 811 -VariableMetric: Iteration # 245 - FCN = 297350.7184538 Edm = 0.00922273 NCalls = 813 -VariableMetric: Iteration # 246 - FCN = 297350.7005603 Edm = 0.0122155 NCalls = 818 -VariableMetric: Iteration # 247 - FCN = 297350.6755688 Edm = 0.00511004 NCalls = 822 -VariableMetric: Iteration # 248 - FCN = 297350.673114 Edm = 0.0026096 NCalls = 824 -VariableMetric: Iteration # 249 - FCN = 297350.6709713 Edm = 0.000481441 NCalls = 826 -VariableMetric: Iteration # 250 - FCN = 297350.669579 Edm = 0.000817292 NCalls = 828 -VariableMetric: Iteration # 251 - FCN = 297350.657469 Edm = 0.00900335 NCalls = 831 -VariableMetric: Iteration # 252 - FCN = 297350.2796024 Edm = 0.71018 NCalls = 836 -VariableMetric: Iteration # 253 - FCN = 297349.3623167 Edm = 0.747549 NCalls = 847 -VariableMetric: Iteration # 254 - FCN = 297348.9405258 Edm = 0.706075 NCalls = 849 -VariableMetric: Iteration # 255 - FCN = 297348.6381426 Edm = 0.0196512 NCalls = 852 -VariableMetric: Iteration # 256 - FCN = 297348.6121753 Edm = 0.00731301 NCalls = 854 -VariableMetric: Iteration # 257 - FCN = 297348.5873419 Edm = 0.0163078 NCalls = 857 -VariableMetric: Iteration # 258 - FCN = 297348.561684 Edm = 0.00264541 NCalls = 860 -VariableMetric: Iteration # 259 - FCN = 297348.5592481 Edm = 8.76475e-05 NCalls = 862 -VariableMetric: Iteration # 260 - FCN = 297348.5591564 Edm = 2.55713e-05 NCalls = 864 -VariableMetric: After Hessian - FCN = 297348.5591564 Edm = 29.1518 NCalls = 1349 -VariableMetric: Iteration # 261 - FCN = 297348.5591564 Edm = 29.1518 NCalls = 1349 -VariableMetric: Iteration # 262 - FCN = 297347.8716439 Edm = 14.3267 NCalls = 1353 -VariableMetric: Iteration # 263 - FCN = 297347.5734929 Edm = 6.82623 NCalls = 1356 -VariableMetric: Iteration # 264 - FCN = 297346.3578439 Edm = 0.263609 NCalls = 1363 -VariableMetric: Iteration # 265 - FCN = 297346.3553657 Edm = 0.22634 NCalls = 1365 -VariableMetric: Iteration # 266 - FCN = 297346.2185967 Edm = 0.0974955 NCalls = 1367 -VariableMetric: Iteration # 267 - FCN = 297346.1228019 Edm = 0.0813092 NCalls = 1369 -VariableMetric: Iteration # 268 - FCN = 297345.9838861 Edm = 0.327757 NCalls = 1372 -VariableMetric: Iteration # 269 - FCN = 297345.8540134 Edm = 0.291947 NCalls = 1375 -VariableMetric: Iteration # 270 - FCN = 297345.7553731 Edm = 0.193822 NCalls = 1378 -VariableMetric: Iteration # 271 - FCN = 297345.5427207 Edm = 0.0332977 NCalls = 1381 -VariableMetric: Iteration # 272 - FCN = 297345.5089967 Edm = 0.013925 NCalls = 1382 -VariableMetric: Iteration # 273 - FCN = 297345.4934154 Edm = 0.00694733 NCalls = 1384 -VariableMetric: Iteration # 274 - FCN = 297345.4774095 Edm = 0.00783892 NCalls = 1386 -VariableMetric: Iteration # 275 - FCN = 297345.4550842 Edm = 0.00769932 NCalls = 1389 -VariableMetric: Iteration # 276 - FCN = 297345.4381474 Edm = 0.0052605 NCalls = 1391 -VariableMetric: Iteration # 277 - FCN = 297345.4257672 Edm = 0.00531131 NCalls = 1393 -VariableMetric: Iteration # 278 - FCN = 297345.4113961 Edm = 0.00783822 NCalls = 1395 -VariableMetric: Iteration # 279 - FCN = 297345.3924844 Edm = 0.00803631 NCalls = 1398 -VariableMetric: Iteration # 280 - FCN = 297345.3719584 Edm = 0.00237656 NCalls = 1400 -VariableMetric: Iteration # 281 - FCN = 297345.3673862 Edm = 0.00245941 NCalls = 1402 -VariableMetric: Iteration # 282 - FCN = 297345.3597195 Edm = 0.004458 NCalls = 1406 -VariableMetric: Iteration # 283 - FCN = 297345.3551748 Edm = 0.00657013 NCalls = 1407 -VariableMetric: Iteration # 284 - FCN = 297345.3500662 Edm = 0.00249009 NCalls = 1409 -VariableMetric: Iteration # 285 - FCN = 297345.3397248 Edm = 0.00782749 NCalls = 1412 -VariableMetric: Iteration # 286 - FCN = 297345.306547 Edm = 0.0197065 NCalls = 1417 -VariableMetric: Iteration # 287 - FCN = 297345.132428 Edm = 0.0992808 NCalls = 1421 -VariableMetric: Iteration # 288 - FCN = 297344.7947677 Edm = 0.114499 NCalls = 1423 -VariableMetric: Iteration # 289 - FCN = 297344.621313 Edm = 0.0422192 NCalls = 1426 -VariableMetric: Iteration # 290 - FCN = 297344.566423 Edm = 0.0197894 NCalls = 1428 -VariableMetric: Iteration # 291 - FCN = 297344.5502147 Edm = 0.00389853 NCalls = 1430 -VariableMetric: Iteration # 292 - FCN = 297344.5462149 Edm = 0.000431244 NCalls = 1432 -VariableMetric: Iteration # 293 - FCN = 297344.545701 Edm = 4.42576e-05 NCalls = 1434 -VariableMetric: After Hessian - FCN = 297344.545701 Edm = 6.05338e-05 NCalls = 1925 -VariableMetric: Iteration # 294 - FCN = 297344.545701 Edm = 6.05338e-05 NCalls = 1925 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317746.7972557 Edm = 63.4621 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317746.7972557 Edm = 63.4621 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302670.0353192 Edm = 83.6489 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302461.155824 Edm = 75.9923 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302444.2328547 Edm = 4.13491 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302260.4937917 Edm = 9.60951 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302216.6808614 Edm = 20.7643 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301425.1419339 Edm = 336.434 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297984.8926242 Edm = 1618.27 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297829.6365978 Edm = 158.147 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297523.4854269 Edm = 10.0613 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297484.4012964 Edm = 32.3008 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297438.5254954 Edm = 25.2317 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297416.1865698 Edm = 1.95974 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297413.9808111 Edm = 0.853958 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297412.2839878 Edm = 0.966446 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297395.7426907 Edm = 15.4093 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297296.8637696 Edm = 31.6958 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297236.7216901 Edm = 17.4714 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297212.0992768 Edm = 2.58809 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297208.0562861 Edm = 0.333506 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297207.4758728 Edm = 0.446996 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297203.024763 Edm = 5.37437 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297184.159924 Edm = 13.9127 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297035.043021 Edm = 7.23864 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297026.9574995 Edm = 2.97458 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297025.0841587 Edm = 0.312123 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297024.3645997 Edm = 0.162437 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297021.6238599 Edm = 1.61809 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297017.7853749 Edm = 1.32215 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297016.932532 Edm = 2.88141 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297016.5144672 Edm = 0.0483577 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297016.4029077 Edm = 0.0633323 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297016.0661012 Edm = 0.200408 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297015.5993417 Edm = 0.34054 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297015.4238678 Edm = 0.189603 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297015.1655997 Edm = 0.233226 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297014.9911334 Edm = 0.119703 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297014.3395142 Edm = 0.134478 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297014.1551427 Edm = 0.155845 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297013.7070718 Edm = 0.267819 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 296995.8541068 Edm = 3.83741 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 296991.1288617 Edm = 55.382 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 296986.3756595 Edm = 1.77157 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 296983.9643335 Edm = 0.330956 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 296983.3275958 Edm = 0.441127 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 296980.786429 Edm = 0.706418 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 296979.3298121 Edm = 0.543976 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 296978.8144377 Edm = 0.17852 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 296978.721691 Edm = 0.0369947 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 296978.5340667 Edm = 0.116134 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 296977.5714475 Edm = 0.377626 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 296976.1914785 Edm = 1.55882 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 296971.8385751 Edm = 3.37407 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 296961.2225563 Edm = 2.78541 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 296956.6295348 Edm = 3.76143 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 296950.2503368 Edm = 0.672884 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 296949.1323021 Edm = 0.551559 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 296948.4443352 Edm = 0.0938765 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 296948.2356542 Edm = 0.0308109 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 296948.1884154 Edm = 0.0155252 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 296948.1553711 Edm = 0.0361062 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 296947.8937377 Edm = 0.227448 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 296940.5865288 Edm = 0.605933 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 296939.4913317 Edm = 0.240255 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 296939.1946673 Edm = 0.0516895 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 296939.1353568 Edm = 0.0108259 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 296939.1159301 Edm = 0.00563691 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 296939.0935898 Edm = 0.0165052 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 296938.0136858 Edm = 0.937912 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 296928.3465745 Edm = 1.8513 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 296927.2293017 Edm = 0.0732752 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 296927.1219184 Edm = 0.00936494 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 296927.1085888 Edm = 0.00132542 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 296927.10493 Edm = 0.00196647 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 296927.0961258 Edm = 0.00354273 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 296927.0391866 Edm = 0.050064 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 296925.3370649 Edm = 1.50103 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 296920.9559939 Edm = 1.09761 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 296919.8084835 Edm = 0.0704778 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 296919.7398976 Edm = 0.00240178 NCalls = 244 -VariableMetric: Iteration # 80 - FCN = 296919.7373765 Edm = 0.000656393 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 296919.7361546 Edm = 0.000998067 NCalls = 248 -VariableMetric: Iteration # 82 - FCN = 296919.7233826 Edm = 0.0138365 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 296919.4206944 Edm = 0.366926 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 296919.4193194 Edm = 0.000520016 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 296919.4132504 Edm = 0.00671716 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 296919.2595695 Edm = 0.151375 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 296917.1507067 Edm = 1.67675 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 296913.4677854 Edm = 1.56367 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 296912.9572384 Edm = 0.202454 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 296912.6649251 Edm = 0.0285005 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 296912.6173789 Edm = 0.00684547 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 296912.6084206 Edm = 0.0017178 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 296912.6050325 Edm = 0.000808313 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 296912.6021552 Edm = 0.00141762 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 296912.5598145 Edm = 0.04619 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 296912.4745592 Edm = 0.0820284 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 296908.3476567 Edm = 1.6733 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 296908.1673135 Edm = 0.235397 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 296907.9506283 Edm = 0.107533 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 296907.5562935 Edm = 0.299613 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 296906.2698122 Edm = 0.966189 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 296902.7454553 Edm = 2.56368 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 296895.8800026 Edm = 13.4276 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 296893.2365959 Edm = 2.46919 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 296892.0682722 Edm = 1.48624 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 296891.4348747 Edm = 0.173512 NCalls = 331 -VariableMetric: Iteration # 107 - FCN = 296891.3135028 Edm = 0.0326969 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 296891.2703637 Edm = 0.00648602 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 296891.2626847 Edm = 0.00244456 NCalls = 337 -VariableMetric: Iteration # 110 - FCN = 296891.2595742 Edm = 0.00101153 NCalls = 339 -VariableMetric: Iteration # 111 - FCN = 296891.2559429 Edm = 0.00216948 NCalls = 341 -VariableMetric: Iteration # 112 - FCN = 296891.182513 Edm = 0.0505319 NCalls = 345 -VariableMetric: Iteration # 113 - FCN = 296889.9195064 Edm = 0.797118 NCalls = 349 -VariableMetric: Iteration # 114 - FCN = 296887.6107183 Edm = 0.0532962 NCalls = 351 -VariableMetric: Iteration # 115 - FCN = 296887.560088 Edm = 0.000994934 NCalls = 352 -VariableMetric: Iteration # 116 - FCN = 296887.559055 Edm = 0.000161223 NCalls = 354 -VariableMetric: Iteration # 117 - FCN = 296887.5579353 Edm = 0.000814945 NCalls = 357 -VariableMetric: Iteration # 118 - FCN = 296887.5365909 Edm = 0.0212569 NCalls = 361 -VariableMetric: Iteration # 119 - FCN = 296887.222455 Edm = 0.276291 NCalls = 367 -VariableMetric: Iteration # 120 - FCN = 296886.4782291 Edm = 0.0537648 NCalls = 369 -VariableMetric: Iteration # 121 - FCN = 296886.397043 Edm = 0.00206435 NCalls = 371 -VariableMetric: Iteration # 122 - FCN = 296886.3948286 Edm = 3.87034e-05 NCalls = 373 -VariableMetric: After Hessian - FCN = 296886.3948286 Edm = 1.93065 NCalls = 850 -VariableMetric: Iteration # 123 - FCN = 296886.3948286 Edm = 1.93065 NCalls = 850 -VariableMetric: Iteration # 124 - FCN = 296885.007899 Edm = 3.44643 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 296884.9649021 Edm = 1.04343 NCalls = 861 -VariableMetric: Iteration # 126 - FCN = 296883.5461985 Edm = 0.822076 NCalls = 866 -VariableMetric: Iteration # 127 - FCN = 296882.8882015 Edm = 0.835446 NCalls = 869 -VariableMetric: Iteration # 128 - FCN = 296881.5389214 Edm = 1.82314 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 296881.2068603 Edm = 0.574219 NCalls = 875 -VariableMetric: Iteration # 130 - FCN = 296880.8732263 Edm = 0.110066 NCalls = 877 -VariableMetric: Iteration # 131 - FCN = 296880.569559 Edm = 0.0594496 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 296880.4923871 Edm = 0.0208267 NCalls = 882 -VariableMetric: Iteration # 133 - FCN = 296880.4712123 Edm = 0.00182075 NCalls = 884 -VariableMetric: Iteration # 134 - FCN = 296880.4690441 Edm = 0.000969179 NCalls = 886 -VariableMetric: Iteration # 135 - FCN = 296880.4669904 Edm = 0.000947466 NCalls = 888 -VariableMetric: Iteration # 136 - FCN = 296880.4650032 Edm = 0.000592472 NCalls = 891 -VariableMetric: Iteration # 137 - FCN = 296880.4641221 Edm = 0.000150027 NCalls = 893 -VariableMetric: Iteration # 138 - FCN = 296880.4639471 Edm = 6.77295e-06 NCalls = 895 -VariableMetric: After Hessian - FCN = 296880.4639471 Edm = 9.5892e-06 NCalls = 1388 -VariableMetric: Iteration # 139 - FCN = 296880.4639471 Edm = 9.5892e-06 NCalls = 1388 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316573.2516919 Edm = 23.6135 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316573.2516919 Edm = 23.6135 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303118.4844352 Edm = 4.31842 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300438.7402483 Edm = 263.375 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 300331.9577579 Edm = 1356.16 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298338.5320821 Edm = 53.0208 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298144.2881371 Edm = 92.0803 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297975.14936 Edm = 0.619411 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297974.2075078 Edm = 0.953704 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297965.3167217 Edm = 4.09282 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297775.7444445 Edm = 92.7047 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297634.7835166 Edm = 1.46669 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297633.3346502 Edm = 0.380943 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297633.1034225 Edm = 0.0201419 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297632.2061889 Edm = 1.04051 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297598.8618594 Edm = 2.21491 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297458.2920135 Edm = 14.8196 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297433.245135 Edm = 0.316543 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297432.9238294 Edm = 0.0301394 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297432.4672762 Edm = 0.406086 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297430.5095493 Edm = 1.76557 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297350.2887247 Edm = 18.5377 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297326.4472205 Edm = 3.72512 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297321.134475 Edm = 1.26157 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297319.4195362 Edm = 0.202386 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297319.1737402 Edm = 0.0146224 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297319.1543428 Edm = 0.00483672 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297319.0749512 Edm = 0.0715914 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297299.3760671 Edm = 9.14755 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297271.5593287 Edm = 1.62851 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297270.0850622 Edm = 0.573426 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297269.878275 Edm = 0.144561 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297269.7373351 Edm = 0.005376 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297269.7297134 Edm = 0.00153436 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297269.6837511 Edm = 0.0391141 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297264.4096943 Edm = 3.80518 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297253.8879344 Edm = 0.812184 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297253.1999875 Edm = 0.0310077 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297253.1756028 Edm = 0.000853561 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297253.173123 Edm = 0.00181571 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297252.962532 Edm = 0.224909 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297252.8693798 Edm = 0.0922806 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297242.2368182 Edm = 2.78015 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297239.4619966 Edm = 1.24563 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297238.4682075 Edm = 0.212227 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297238.2940554 Edm = 0.124467 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297238.2430448 Edm = 0.00604551 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297238.2356329 Edm = 0.00107785 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297238.2312401 Edm = 0.00358502 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297238.216642 Edm = 0.0101917 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297237.9998926 Edm = 0.229275 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297234.5039256 Edm = 1.2512 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297233.428124 Edm = 0.2564 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297233.2408368 Edm = 0.0246986 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297233.2188312 Edm = 0.00638871 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297233.2120473 Edm = 0.000245414 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297233.2110292 Edm = 0.000737595 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297233.0781056 Edm = 0.146992 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297233.0272069 Edm = 0.0496128 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297232.9149959 Edm = 0.10425 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297229.7377048 Edm = 1.32088 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297228.2731673 Edm = 0.234581 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297228.0329364 Edm = 0.00849523 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297228.0249935 Edm = 0.000621254 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297228.0239792 Edm = 0.000475314 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297228.0129944 Edm = 0.0104165 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297227.3922151 Edm = 0.571063 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297221.6932367 Edm = 2.26508 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297220.3964437 Edm = 0.716416 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297219.8707035 Edm = 0.109956 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297219.7675876 Edm = 0.00940695 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297219.7515151 Edm = 0.00183394 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297219.7493847 Edm = 0.000137275 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297219.7489887 Edm = 0.00022273 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297219.7418205 Edm = 0.0061289 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297219.1453947 Edm = 0.351411 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297218.2544174 Edm = 0.0222822 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297218.2341316 Edm = 0.000674319 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297218.2334426 Edm = 9.18479e-05 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297218.2321512 Edm = 0.00126745 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297218.1509765 Edm = 0.0624182 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297217.2829051 Edm = 0.346336 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297216.7949593 Edm = 0.011339 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297216.7818042 Edm = 0.000602196 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297216.781171 Edm = 5.99228e-05 NCalls = 266 -VariableMetric: After Hessian - FCN = 297216.781171 Edm = 446.298 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297216.781171 Edm = 446.298 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297215.4309304 Edm = 316224 NCalls = 753 -VariableMetric: Iteration # 86 - FCN = 297214.8158969 Edm = 164142 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297214.4625249 Edm = 6200.62 NCalls = 767 -VariableMetric: Iteration # 88 - FCN = 297213.28559 Edm = 16092.6 NCalls = 771 -VariableMetric: Iteration # 89 - FCN = 297212.6987041 Edm = 2774.12 NCalls = 775 -VariableMetric: Iteration # 90 - FCN = 297211.526221 Edm = 1051.63 NCalls = 779 -VariableMetric: Iteration # 91 - FCN = 297210.1211846 Edm = 705.078 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297209.6638837 Edm = 486.724 NCalls = 785 -VariableMetric: Iteration # 93 - FCN = 297209.4132296 Edm = 141.637 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297209.1862499 Edm = 25.8289 NCalls = 791 -VariableMetric: Iteration # 95 - FCN = 297208.7972297 Edm = 141.993 NCalls = 794 -VariableMetric: Iteration # 96 - FCN = 297208.3852844 Edm = 418.322 NCalls = 796 -VariableMetric: Iteration # 97 - FCN = 297208.0796969 Edm = 60.5159 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297207.97705 Edm = 13.4249 NCalls = 801 -VariableMetric: Iteration # 99 - FCN = 297207.6501529 Edm = 5.3541 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297207.3837909 Edm = 6.17739 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297207.056869 Edm = 10.682 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297206.9301537 Edm = 6.40487 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297206.5316179 Edm = 4.06482 NCalls = 811 -VariableMetric: Iteration # 104 - FCN = 297205.55077 Edm = 0.593526 NCalls = 813 -VariableMetric: Iteration # 105 - FCN = 297205.4860365 Edm = 0.699002 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297205.3427705 Edm = 1.77127 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297205.1807577 Edm = 0.137418 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297205.1145051 Edm = 0.144645 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297205.1014943 Edm = 0.171146 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297205.0740934 Edm = 0.0229417 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297205.0492871 Edm = 0.00975769 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 297205.0453081 Edm = 0.00964282 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297205.0404441 Edm = 0.000688166 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297205.0397394 Edm = 8.05104e-05 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297205.0396263 Edm = 1.24023e-05 NCalls = 834 -VariableMetric: After Hessian - FCN = 297205.0396263 Edm = 1.53753e-05 NCalls = 1331 -VariableMetric: Iteration # 116 - FCN = 297205.0396263 Edm = 1.53753e-05 NCalls = 1331 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319374.1374369 Edm = 158.741 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319374.1374369 Edm = 158.741 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305679.7560703 Edm = 4.24076 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305510.9178215 Edm = 16.3311 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 305166.3509913 Edm = 334.307 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303437.9273787 Edm = 389.948 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 303201.1814977 Edm = 22.4277 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299086.0884695 Edm = 60.5517 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299047.2469659 Edm = 11.373 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299021.9141858 Edm = 1.23488 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 299018.176025 Edm = 2.81287 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298633.5866265 Edm = 245.078 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297552.7216471 Edm = 75.7744 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297487.2544357 Edm = 465.603 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297422.9797854 Edm = 1.39677 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297406.9441918 Edm = 3.48091 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297396.6787418 Edm = 1.49055 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297396.1298205 Edm = 0.0804112 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297395.3730492 Edm = 0.540954 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297360.3859069 Edm = 5.47465 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297353.9918983 Edm = 0.41596 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297353.378132 Edm = 0.138504 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297353.1954254 Edm = 0.0198282 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297353.0306478 Edm = 0.15837 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297343.363586 Edm = 7.96332 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297292.2254062 Edm = 26.2187 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297267.6842891 Edm = 7.77523 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297262.8628897 Edm = 0.699571 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297262.2738287 Edm = 0.0720695 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297262.1909604 Edm = 0.0363318 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297262.0683319 Edm = 0.0558694 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297261.2820281 Edm = 0.448472 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297260.1555146 Edm = 0.822972 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297257.5873016 Edm = 2.0868 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297244.815488 Edm = 5.96665 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297229.437289 Edm = 4.87558 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297224.312681 Edm = 0.761667 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297223.2351661 Edm = 0.159382 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297223.1332691 Edm = 0.0299575 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297223.0856158 Edm = 0.0142891 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297223.0449275 Edm = 0.0138205 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297222.908422 Edm = 0.128206 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297214.3452836 Edm = 7.81172 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297213.0866821 Edm = 1.62573 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297212.9604094 Edm = 0.0802741 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297212.0024479 Edm = 0.937863 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297208.4119359 Edm = 2.16706 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297200.6207302 Edm = 1.14905 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297199.9597856 Edm = 0.422287 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297199.6344105 Edm = 0.0712849 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297199.5300592 Edm = 0.0297522 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297199.4769864 Edm = 0.00904497 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297199.4574265 Edm = 0.00725849 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297199.4368913 Edm = 0.0103343 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297199.3189826 Edm = 0.0969956 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297193.3684542 Edm = 4.70965 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297185.1010218 Edm = 1.25966 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297183.6455808 Edm = 0.179552 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297183.356253 Edm = 0.144102 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297183.1225016 Edm = 0.118924 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297182.8353692 Edm = 0.122293 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297182.7719436 Edm = 0.0966584 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297182.6552589 Edm = 0.0241024 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297182.6246866 Edm = 0.0139562 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297182.6105655 Edm = 0.00197364 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297182.6043176 Edm = 0.00292975 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297182.5828533 Edm = 0.0055472 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297182.5705016 Edm = 0.00445231 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297182.5419588 Edm = 0.0289 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297182.4367803 Edm = 0.106525 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297182.2285694 Edm = 0.33496 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297182.119325 Edm = 0.104445 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297181.9484355 Edm = 0.132599 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297181.8477008 Edm = 0.164373 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297181.201821 Edm = 0.686805 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297180.5452306 Edm = 0.583157 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297178.9750964 Edm = 0.885658 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297177.4534558 Edm = 1.8748 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297176.7764356 Edm = 0.963693 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297175.6337911 Edm = 0.204573 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297175.3258418 Edm = 0.0840998 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297174.9124286 Edm = 0.1626 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297174.7187967 Edm = 0.00726627 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297174.7113841 Edm = 0.00132441 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297174.710216 Edm = 0.000243531 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297174.7093869 Edm = 0.000730845 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297174.6997283 Edm = 0.00711592 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297174.6368525 Edm = 0.028743 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297174.387198 Edm = 0.192103 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297172.8379385 Edm = 0.367658 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297172.2219259 Edm = 0.114938 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297171.810296 Edm = 0.512976 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297171.6291104 Edm = 0.284484 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297171.2528257 Edm = 0.146241 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297171.0204263 Edm = 0.278291 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297170.8901495 Edm = 0.268077 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297170.4081743 Edm = 0.273005 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297170.0701632 Edm = 0.995188 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297169.6052186 Edm = 0.729826 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297168.8731918 Edm = 1.54295 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297167.8616518 Edm = 0.72191 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297166.9222171 Edm = 1.8903 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297165.2239194 Edm = 1.48904 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297164.3714531 Edm = 0.829389 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297163.8257326 Edm = 0.195348 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297163.7192581 Edm = 0.0243301 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297163.7050901 Edm = 0.00285594 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297163.6965894 Edm = 0.00568469 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297163.6352101 Edm = 0.0553324 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297163.4159819 Edm = 0.194889 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297161.5755249 Edm = 1.32878 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297151.1581765 Edm = 3.30324 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297148.9779603 Edm = 1.23369 NCalls = 357 -VariableMetric: Iteration # 112 - FCN = 297147.9896914 Edm = 0.128788 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297147.8415251 Edm = 0.0388654 NCalls = 361 -VariableMetric: Iteration # 114 - FCN = 297147.7957334 Edm = 0.00797112 NCalls = 363 -VariableMetric: Iteration # 115 - FCN = 297147.7900103 Edm = 0.00173357 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297147.788989 Edm = 0.000159576 NCalls = 367 -VariableMetric: Iteration # 117 - FCN = 297147.7886895 Edm = 0.000161958 NCalls = 369 -VariableMetric: Iteration # 118 - FCN = 297147.7812217 Edm = 0.00766936 NCalls = 374 -VariableMetric: Iteration # 119 - FCN = 297147.6412634 Edm = 0.00997004 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297145.9359126 Edm = 0.566556 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297143.9515432 Edm = 0.117271 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297143.8329479 Edm = 0.0387753 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297143.801204 Edm = 0.00353612 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297143.797308 Edm = 7.22976e-05 NCalls = 391 -VariableMetric: After Hessian - FCN = 297143.797308 Edm = 1.64095 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297143.797308 Edm = 1.64095 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297141.6843364 Edm = 0.946294 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297141.5714448 Edm = 0.406619 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297141.282915 Edm = 0.0488977 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297141.1958903 Edm = 0.0664936 NCalls = 871 -VariableMetric: Iteration # 130 - FCN = 297140.3407007 Edm = 7.67 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297140.3099032 Edm = 0.260871 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297138.8301026 Edm = 2.55111 NCalls = 886 -VariableMetric: Iteration # 133 - FCN = 297138.7818024 Edm = 0.102734 NCalls = 888 -VariableMetric: Iteration # 134 - FCN = 297137.5392086 Edm = 1.89839 NCalls = 892 -VariableMetric: Iteration # 135 - FCN = 297137.1411768 Edm = 0.451519 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297136.5473155 Edm = 0.610253 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297132.8339026 Edm = 3.28458 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297130.1800045 Edm = 0.324569 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297129.9687352 Edm = 0.0800444 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297129.9165018 Edm = 0.0393667 NCalls = 913 -VariableMetric: Iteration # 141 - FCN = 297129.895819 Edm = 0.00887737 NCalls = 915 -VariableMetric: Iteration # 142 - FCN = 297129.8620141 Edm = 0.0280268 NCalls = 917 -VariableMetric: Iteration # 143 - FCN = 297129.7177704 Edm = 0.128555 NCalls = 924 -VariableMetric: Iteration # 144 - FCN = 297129.7046527 Edm = 0.063083 NCalls = 927 -VariableMetric: Iteration # 145 - FCN = 297129.3089535 Edm = 0.138987 NCalls = 932 -VariableMetric: Iteration # 146 - FCN = 297129.1979782 Edm = 0.0346294 NCalls = 934 -VariableMetric: Iteration # 147 - FCN = 297129.1667847 Edm = 0.0150927 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297129.1503801 Edm = 0.00422932 NCalls = 938 -VariableMetric: Iteration # 149 - FCN = 297129.1455033 Edm = 0.000421766 NCalls = 940 -VariableMetric: Iteration # 150 - FCN = 297129.1449604 Edm = 6.05389e-05 NCalls = 942 -VariableMetric: After Hessian - FCN = 297129.1449604 Edm = 6.85852e-05 NCalls = 1415 -VariableMetric: Iteration # 151 - FCN = 297129.1449604 Edm = 6.85852e-05 NCalls = 1415 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322404.1782173 Edm = 833.822 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322404.1782173 Edm = 833.822 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306748.2684979 Edm = 6.80633 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306660.6652223 Edm = 48.8398 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298753.917222 Edm = 22.7992 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298707.069619 Edm = 54.4691 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298529.9323406 Edm = 2.70326 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298525.3205823 Edm = 1.50014 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298433.7925606 Edm = 116.26 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298375.7893902 Edm = 33.5838 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297812.1435428 Edm = 515.103 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297431.2326715 Edm = 44.255 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297389.1511491 Edm = 13.5331 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297381.9521622 Edm = 0.0719556 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297381.8264164 Edm = 0.0623591 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297379.3993116 Edm = 2.47899 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297334.0179184 Edm = 16.0526 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297222.2637613 Edm = 29.6484 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297169.7505136 Edm = 0.848744 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297169.1029384 Edm = 0.0209562 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297169.0634061 Edm = 0.0169051 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297167.174189 Edm = 1.7965 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297142.1264073 Edm = 0.417177 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297141.6071072 Edm = 0.026225 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297141.4916562 Edm = 0.0296632 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297141.1823454 Edm = 0.202613 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297120.3970598 Edm = 9.88416 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297120.118617 Edm = 2.11003 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297114.3629781 Edm = 9.90718 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297102.9990617 Edm = 3.95122 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297095.3650713 Edm = 0.619734 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297092.4128542 Edm = 1.4066 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297090.4237136 Edm = 0.106804 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297090.291003 Edm = 0.00374704 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297090.2624081 Edm = 0.0235237 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297086.715452 Edm = 3.93302 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297061.3416858 Edm = 20.6149 NCalls = 139 -VariableMetric: Iteration # 36 - FCN = 297061.3148849 Edm = 0.0768613 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297060.4882672 Edm = 0.559136 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297056.0509019 Edm = 4.46332 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297050.888787 Edm = 1.24952 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297049.5103115 Edm = 0.104931 NCalls = 156 -VariableMetric: Iteration # 41 - FCN = 297049.4195793 Edm = 0.0203301 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297049.3862253 Edm = 0.0053625 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297049.3812129 Edm = 0.00117587 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297049.3793483 Edm = 0.00142775 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297049.1421702 Edm = 0.231432 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297049.1392483 Edm = 0.00196383 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297048.8929373 Edm = 0.235258 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297042.6326338 Edm = 4.49053 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297025.3740612 Edm = 1.78277 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297023.7394591 Edm = 0.390759 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297023.5239303 Edm = 0.0180424 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297023.5059317 Edm = 0.0027041 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297023.4942377 Edm = 0.00769862 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297023.1886528 Edm = 0.261768 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297020.1552775 Edm = 2.07366 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297007.9029741 Edm = 1.59204 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297005.9830246 Edm = 0.0985468 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297005.8730601 Edm = 0.00573029 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297005.8657817 Edm = 0.000715753 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297005.8644507 Edm = 0.000363597 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297005.8601111 Edm = 0.00290013 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297005.8007803 Edm = 0.0485383 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297004.8158213 Edm = 0.731886 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 296999.0277273 Edm = 1.03066 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 296998.0581149 Edm = 0.261298 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 296997.8590186 Edm = 0.015395 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 296997.8441419 Edm = 0.00133147 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 296997.8425294 Edm = 0.000149121 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 296997.8422091 Edm = 0.000161922 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 296997.835489 Edm = 0.005979 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 296997.5449226 Edm = 0.249094 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 296996.4162434 Edm = 0.102121 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 296996.2932892 Edm = 0.000909228 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 296996.2921636 Edm = 0.000107267 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 296996.2919659 Edm = 0.000139531 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 296996.291102 Edm = 0.000846159 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 296996.2066488 Edm = 0.0289224 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 296996.1799694 Edm = 8.58054e-05 NCalls = 257 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307598.8319167 Edm = 61.5285 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307598.8319167 Edm = 61.5285 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301555.7200279 Edm = 9.70829 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301511.2225276 Edm = 93.4104 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301484.2484225 Edm = 10.8641 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300064.8803248 Edm = 222.3 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298494.5966137 Edm = 629.185 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297846.3038834 Edm = 92.4107 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297802.5348264 Edm = 3.04676 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297800.6525277 Edm = 0.108245 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297800.1515919 Edm = 0.40736 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297740.2206994 Edm = 2.88561 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297737.0923786 Edm = 0.0913533 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297736.7802503 Edm = 0.231952 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297653.9795685 Edm = 6.15631 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297639.9068908 Edm = 1.38523 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297638.7237788 Edm = 0.0739342 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297638.568994 Edm = 0.108494 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297628.4665158 Edm = 10.3428 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297627.9232819 Edm = 0.513566 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297581.5072417 Edm = 20.961 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297493.2393279 Edm = 5.12878 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297488.5243557 Edm = 9.65706 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297480.8123073 Edm = 2.42112 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297474.2366633 Edm = 2.64902 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297467.6523454 Edm = 3.93032 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297458.2540756 Edm = 0.827911 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297457.0030103 Edm = 0.206942 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297456.7597973 Edm = 0.331617 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297456.2859384 Edm = 0.280088 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297456.0420326 Edm = 0.45818 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297454.7369037 Edm = 0.472287 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297453.8930185 Edm = 0.298575 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297453.7919523 Edm = 0.0403848 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297453.7261345 Edm = 0.00543927 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297453.7075603 Edm = 0.00917954 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297453.3709392 Edm = 0.293175 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297440.2229363 Edm = 4.20012 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297434.2162335 Edm = 1.26595 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297432.9321076 Edm = 0.334197 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297432.3426746 Edm = 0.248956 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297431.6196976 Edm = 0.375337 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297431.3191983 Edm = 1.0756 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297430.3537755 Edm = 0.298382 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297429.8656512 Edm = 1.05309 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297429.5546582 Edm = 0.239996 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297429.0807633 Edm = 0.0362612 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297429.0419705 Edm = 0.0055956 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297429.0356698 Edm = 0.00219599 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297429.0131135 Edm = 0.0201285 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297428.8242968 Edm = 0.174036 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297423.5151836 Edm = 2.41573 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297416.9595773 Edm = 0.569966 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297415.7505375 Edm = 0.293712 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297415.4314901 Edm = 0.0419157 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297415.4047124 Edm = 0.0135762 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297415.3995984 Edm = 0.00137636 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297415.39668 Edm = 0.00135756 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297415.3809187 Edm = 0.00800887 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297415.3537916 Edm = 0.020679 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297414.6544585 Edm = 0.525834 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297408.9481773 Edm = 21.9135 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297408.3483385 Edm = 2.41958 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297407.3865081 Edm = 1.04403 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297406.1773822 Edm = 0.390806 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297405.806091 Edm = 0.088037 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297405.4538448 Edm = 0.274698 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297404.503117 Edm = 0.82273 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297403.881955 Edm = 0.372409 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297403.4985429 Edm = 0.403478 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297403.2163443 Edm = 0.320912 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297402.8016488 Edm = 0.293081 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297402.3124194 Edm = 0.265909 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297401.8213508 Edm = 0.723782 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297401.3214729 Edm = 0.410267 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297401.0043024 Edm = 0.0722966 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297400.9158977 Edm = 0.0134489 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297400.9048085 Edm = 0.00191551 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297400.9029614 Edm = 0.000611459 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297400.9011431 Edm = 0.00142475 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297400.8674897 Edm = 0.0354797 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297400.6839864 Edm = 0.170265 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297396.7305431 Edm = 0.0936615 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297396.6329756 Edm = 0.0214777 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297396.6186849 Edm = 0.0032507 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297396.6133428 Edm = 0.0020082 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297396.6099814 Edm = 0.000686947 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297396.6081193 Edm = 0.00160822 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297396.5958213 Edm = 0.0123567 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297396.5627666 Edm = 0.0404212 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297396.5603445 Edm = 0.00251797 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297396.5455035 Edm = 0.0201485 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297395.6751026 Edm = 0.54979 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297394.8380801 Edm = 2.8673 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297394.6107299 Edm = 1.54103 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297393.496435 Edm = 1.12641 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297389.2694194 Edm = 2.11762 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297388.3087815 Edm = 0.290198 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297388.1090039 Edm = 0.0613722 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297388.0559958 Edm = 0.00225717 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297388.0528642 Edm = 0.000820261 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297388.0369808 Edm = 0.0101882 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297387.998731 Edm = 0.00219077 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297387.9942006 Edm = 0.00111849 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297387.9111388 Edm = 0.0780715 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297385.0965796 Edm = 1.87994 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297382.7446957 Edm = 0.12262 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297382.6278378 Edm = 0.00682096 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297382.6172151 Edm = 0.000814815 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297382.6161884 Edm = 0.000148373 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297382.6148536 Edm = 0.00128895 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297382.5564279 Edm = 0.0618799 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297382.3157761 Edm = 0.0123679 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297381.264236 Edm = 0.0629045 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297381.1780115 Edm = 0.00125129 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297381.1766829 Edm = 3.92432e-05 NCalls = 364 -VariableMetric: After Hessian - FCN = 297381.1766829 Edm = 407.341 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297381.1766829 Edm = 407.341 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297380.206516 Edm = 42.8501 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297379.5650603 Edm = 1.17954 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297378.9781429 Edm = 0.0563613 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297378.8184263 Edm = 0.0485256 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297378.7400836 Edm = 0.048187 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297378.6441251 Edm = 0.0195332 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297378.6252728 Edm = 0.00633732 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297378.6125549 Edm = 0.00617825 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297378.6055049 Edm = 0.00795752 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297378.594993 Edm = 0.00587991 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297378.577594 Edm = 0.00695608 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297378.5669694 Edm = 0.0144327 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297378.5477163 Edm = 0.00943731 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297378.5369143 Edm = 0.00693523 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297378.5303661 Edm = 0.00243169 NCalls = 883 -VariableMetric: Iteration # 131 - FCN = 297378.5240171 Edm = 0.00266315 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297378.5128068 Edm = 0.00528996 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297378.5073108 Edm = 0.0031629 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297378.5031745 Edm = 0.000631523 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297378.5018946 Edm = 0.00023579 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297378.5013242 Edm = 0.000295221 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297378.5010392 Edm = 0.000256371 NCalls = 898 -VariableMetric: Iteration # 138 - FCN = 297378.5006302 Edm = 0.000122684 NCalls = 900 -VariableMetric: Iteration # 139 - FCN = 297378.5003072 Edm = 0.000136946 NCalls = 902 -VariableMetric: Iteration # 140 - FCN = 297378.4998771 Edm = 0.00024329 NCalls = 904 -VariableMetric: Iteration # 141 - FCN = 297378.498919 Edm = 0.000308329 NCalls = 907 -VariableMetric: Iteration # 142 - FCN = 297378.4984535 Edm = 0.000121992 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297378.4982764 Edm = 5.87067e-05 NCalls = 912 -VariableMetric: After Hessian - FCN = 297378.4982764 Edm = 0.00378018 NCalls = 1393 -VariableMetric: Iteration # 144 - FCN = 297378.4982764 Edm = 0.00378018 NCalls = 1393 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330457.3917141 Edm = 5166.28 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330457.3917141 Edm = 5166.28 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301756.77679 Edm = 184.186 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 300819.5444854 Edm = 314.351 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 300608.0173977 Edm = 865.742 NCalls = 8 -VariableMetric: Iteration # 4 - FCN = 300435.5840205 Edm = 13.0293 NCalls = 10 -VariableMetric: Iteration # 5 - FCN = 300406.4229385 Edm = 30.7903 NCalls = 13 -VariableMetric: Iteration # 6 - FCN = 299521.2951634 Edm = 19.5874 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 299361.2763655 Edm = 10.0548 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 299256.9426979 Edm = 25.2356 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 299201.7496085 Edm = 71.3295 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 299052.1048444 Edm = 122.215 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298948.7117003 Edm = 31.4422 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 298924.0868317 Edm = 42.1898 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 298674.6084641 Edm = 0.741902 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 298673.2498029 Edm = 15.7494 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 298661.2280615 Edm = 8.54052 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 298307.7018545 Edm = 451.658 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 298116.8506273 Edm = 6.15731 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 298106.9602646 Edm = 2.53238 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 298106.0188031 Edm = 0.209975 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 298079.7920869 Edm = 13.936 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 298062.0717608 Edm = 5.11941 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 298055.7260315 Edm = 1.99399 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 298045.3839912 Edm = 5.93963 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 298040.5714829 Edm = 2.74613 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 298020.0799058 Edm = 14.1494 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297976.3283412 Edm = 24.2461 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297914.1615341 Edm = 18.7362 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297896.8330242 Edm = 3.27065 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297888.1782974 Edm = 6.45045 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297880.3643434 Edm = 8.14466 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297868.6441509 Edm = 2.882 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297862.2498979 Edm = 8.59859 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297855.5482422 Edm = 2.87869 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297852.1750014 Edm = 0.672588 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297850.4862907 Edm = 1.06328 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297849.9134815 Edm = 0.281294 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297848.5645925 Edm = 1.00758 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297824.1506294 Edm = 21.3962 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297810.2205141 Edm = 22.882 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297763.6066701 Edm = 104.748 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297559.1008714 Edm = 51.9576 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297462.9229832 Edm = 7.34257 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297441.2964992 Edm = 8.48587 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297433.4212154 Edm = 1.74394 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297432.0837452 Edm = 0.100471 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297431.8356474 Edm = 0.200055 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297430.3975464 Edm = 0.881675 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297429.2017107 Edm = 0.350351 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297428.7675917 Edm = 0.256791 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297428.444223 Edm = 0.132355 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297428.1255683 Edm = 0.188476 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297427.7205903 Edm = 0.319027 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297426.8156689 Edm = 0.591479 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297425.7221581 Edm = 2.38114 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297422.1607096 Edm = 4.12698 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297416.4291273 Edm = 5.89388 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297411.932779 Edm = 22.6193 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297399.8071075 Edm = 4.50397 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297395.3882174 Edm = 1.60102 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297387.5293457 Edm = 13.0926 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297360.3473199 Edm = 55.5882 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297347.1832654 Edm = 12.1818 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297336.8054095 Edm = 7.61237 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297331.5381723 Edm = 0.719374 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297330.8960581 Edm = 0.0216172 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297330.7725684 Edm = 0.0938632 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297329.878499 Edm = 0.0302881 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297329.8383062 Edm = 0.0101657 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297329.8282243 Edm = 0.00896399 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297329.7947356 Edm = 0.0217608 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297328.8883339 Edm = 1.14233 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297328.0916069 Edm = 0.851254 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297294.7975706 Edm = 15.2546 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297285.5254881 Edm = 9.28338 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297279.5386451 Edm = 0.985609 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297278.7321513 Edm = 0.603225 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297277.2105209 Edm = 0.591082 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297275.9636469 Edm = 0.0225 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297275.9471802 Edm = 0.0081931 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297275.9395951 Edm = 0.00264734 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297275.9289988 Edm = 0.00796863 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297275.8139578 Edm = 0.109469 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297268.53583 Edm = 3.31464 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297259.3935835 Edm = 2.59017 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297258.8460164 Edm = 0.980501 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297257.8800525 Edm = 0.211152 NCalls = 286 -VariableMetric: Iteration # 87 - FCN = 297257.6060655 Edm = 0.0617609 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297257.5548851 Edm = 0.00458938 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297257.5465555 Edm = 0.00207392 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297257.5384654 Edm = 0.00205217 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297257.4926292 Edm = 0.042847 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297249.9768646 Edm = 1.55745 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297248.7440833 Edm = 0.540957 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297248.200755 Edm = 0.150678 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297247.9408534 Edm = 0.0371578 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297247.9127947 Edm = 0.00291464 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297247.9084783 Edm = 0.00192673 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297247.9013846 Edm = 0.00487747 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297247.8141524 Edm = 0.0864848 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297245.3441273 Edm = 2.0333 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297245.3300395 Edm = 0.0221574 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297245.2604494 Edm = 0.0952357 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297245.0231041 Edm = 0.175854 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297242.0428375 Edm = 1.03598 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297239.3100507 Edm = 0.410401 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297238.3662874 Edm = 0.482562 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297237.9938725 Edm = 0.323642 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297237.878904 Edm = 0.0488275 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297237.8249639 Edm = 0.00614194 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297237.8160486 Edm = 0.0013088 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297237.8121825 Edm = 0.0028227 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297237.8046933 Edm = 0.0039455 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297237.7494707 Edm = 0.0402873 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297236.545933 Edm = 1.30797 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297236.2427836 Edm = 0.572625 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297235.343643 Edm = 1.08963 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297234.5767464 Edm = 0.504125 NCalls = 383 -VariableMetric: Iteration # 118 - FCN = 297232.5537173 Edm = 0.59277 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297232.0652069 Edm = 0.03733 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297232.0233643 Edm = 0.00387174 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297232.020463 Edm = 0.000621885 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297232.0197536 Edm = 0.000147296 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297232.0193607 Edm = 0.000382968 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297232.0133694 Edm = 0.00770095 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297231.9258019 Edm = 0.0771857 NCalls = 409 -VariableMetric: Iteration # 126 - FCN = 297230.0730718 Edm = 0.367292 NCalls = 413 -VariableMetric: Iteration # 127 - FCN = 297229.6646901 Edm = 0.0232936 NCalls = 415 -VariableMetric: Iteration # 128 - FCN = 297229.6332662 Edm = 0.000740328 NCalls = 417 -VariableMetric: Iteration # 129 - FCN = 297229.632415 Edm = 0.000103593 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297229.6321511 Edm = 0.000168793 NCalls = 421 -VariableMetric: Iteration # 131 - FCN = 297229.6308771 Edm = 0.00109172 NCalls = 425 -VariableMetric: Iteration # 132 - FCN = 297229.6053496 Edm = 0.0311474 NCalls = 429 -VariableMetric: Iteration # 133 - FCN = 297229.3032152 Edm = 0.202766 NCalls = 435 -VariableMetric: Iteration # 134 - FCN = 297228.3726483 Edm = 0.0955151 NCalls = 439 -VariableMetric: Iteration # 135 - FCN = 297228.2715771 Edm = 0.0063129 NCalls = 440 -VariableMetric: Iteration # 136 - FCN = 297228.2635281 Edm = 0.000474287 NCalls = 442 -VariableMetric: Iteration # 137 - FCN = 297228.2630801 Edm = 7.70384e-05 NCalls = 444 -VariableMetric: After Hessian - FCN = 297228.2630801 Edm = 8.24224 NCalls = 917 -VariableMetric: Iteration # 138 - FCN = 297228.2630801 Edm = 8.24224 NCalls = 917 -VariableMetric: Iteration # 139 - FCN = 297220.9292286 Edm = 0.0509992 NCalls = 919 -VariableMetric: Iteration # 140 - FCN = 297220.8396877 Edm = 0.0168248 NCalls = 921 -VariableMetric: Iteration # 141 - FCN = 297220.6641043 Edm = 0.258804 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297220.6148362 Edm = 0.110235 NCalls = 931 -VariableMetric: Iteration # 143 - FCN = 297220.5051366 Edm = 0.22075 NCalls = 935 -VariableMetric: Iteration # 144 - FCN = 297220.374804 Edm = 0.236558 NCalls = 939 -VariableMetric: Iteration # 145 - FCN = 297219.9005138 Edm = 0.14421 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297219.6531071 Edm = 0.0557896 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297219.5880184 Edm = 0.0124498 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297219.5673381 Edm = 0.006104 NCalls = 949 -VariableMetric: Iteration # 149 - FCN = 297219.5574003 Edm = 0.00209538 NCalls = 951 -VariableMetric: Iteration # 150 - FCN = 297219.5554112 Edm = 0.000229434 NCalls = 952 -VariableMetric: Iteration # 151 - FCN = 297219.5551872 Edm = 3.38273e-05 NCalls = 954 -VariableMetric: After Hessian - FCN = 297219.5551872 Edm = 7.22501e-05 NCalls = 1441 -VariableMetric: Iteration # 152 - FCN = 297219.5551872 Edm = 7.22501e-05 NCalls = 1441 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313050.0350435 Edm = 44.5917 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313050.0350435 Edm = 44.5917 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300574.1859266 Edm = 1.17788 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299414.9535906 Edm = 1.61247 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299412.318277 Edm = 7.59928 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298868.775443 Edm = 18.9613 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298851.0087834 Edm = 1.66705 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298837.5477142 Edm = 14.0454 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297891.1347773 Edm = 396.393 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297840.1654099 Edm = 449.869 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297584.7846618 Edm = 166.867 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297413.9815369 Edm = 86.3938 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297338.0779549 Edm = 0.564296 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297336.5555689 Edm = 0.090454 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297336.3899413 Edm = 0.0871347 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297331.2025201 Edm = 5.46543 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297244.6099406 Edm = 49.06 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297195.3628872 Edm = 2.43119 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297191.6674978 Edm = 0.0608261 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297191.5720074 Edm = 0.00630093 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297191.5446298 Edm = 0.0186124 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297178.7117964 Edm = 10.0632 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297154.9476628 Edm = 1.5722 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297152.6858563 Edm = 0.0250063 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297152.65416 Edm = 0.00197324 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297152.5197065 Edm = 0.150755 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297151.3128734 Edm = 1.36885 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297148.6053255 Edm = 1.01291 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297136.4037716 Edm = 6.14928 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297122.2860265 Edm = 0.905099 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297121.2774689 Edm = 0.0316867 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297121.2424129 Edm = 0.00242946 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297121.2376641 Edm = 0.00300184 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297120.9651742 Edm = 0.270027 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297115.4650905 Edm = 1.53048 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297112.1539621 Edm = 1.04046 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297111.3665256 Edm = 1.30633 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297110.5370827 Edm = 0.288498 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297109.9855762 Edm = 0.300027 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297109.7562193 Edm = 0.096162 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297109.596708 Edm = 0.0147566 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297109.577389 Edm = 0.00215752 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297109.5751181 Edm = 0.000323877 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297109.5742711 Edm = 0.00049574 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297109.4910868 Edm = 0.0725224 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297107.1323959 Edm = 1.07808 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297105.6143884 Edm = 0.212372 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297105.3785726 Edm = 0.0329045 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297105.3659945 Edm = 0.0155411 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297105.347577 Edm = 0.00490718 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297105.3329432 Edm = 0.000603343 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297105.3321527 Edm = 9.28007e-05 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297105.3312229 Edm = 0.000929877 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297105.3154214 Edm = 0.0151121 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297104.2042184 Edm = 1.32966 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297103.3362616 Edm = 0.653464 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297102.5581716 Edm = 0.101216 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297102.3532383 Edm = 0.199129 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297102.0711736 Edm = 0.135118 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297101.9591335 Edm = 0.0479422 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297101.9257286 Edm = 0.00196116 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297101.9235106 Edm = 0.000247379 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297101.9226206 Edm = 0.000616886 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297101.9120715 Edm = 0.00510826 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297101.8859052 Edm = 0.0153547 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297101.662694 Edm = 0.287451 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297100.403727 Edm = 6.53734 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297099.9930828 Edm = 0.712611 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297099.9583997 Edm = 0.0627592 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297098.8714797 Edm = 0.684879 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297095.6670676 Edm = 2.66477 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297094.9714687 Edm = 1.6656 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297093.2174944 Edm = 0.58167 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297092.5722155 Edm = 0.618161 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297092.0154367 Edm = 0.519964 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297091.1702034 Edm = 0.595246 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297090.7055009 Edm = 0.357413 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297090.255303 Edm = 0.203212 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297089.9860229 Edm = 0.0689833 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297089.9130856 Edm = 0.0165551 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297089.8999742 Edm = 0.00538631 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297089.8945124 Edm = 0.00147781 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297089.8910565 Edm = 0.0019734 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297089.872223 Edm = 0.0114108 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297089.7866027 Edm = 0.0644798 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297088.5095035 Edm = 1.1035 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297079.6523265 Edm = 3.32566 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297078.8736205 Edm = 1.43823 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297077.219341 Edm = 0.0581702 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297077.1643215 Edm = 0.00658084 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297077.1570857 Edm = 0.00221506 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297077.1532012 Edm = 0.000395315 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297077.1527469 Edm = 0.000111254 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297077.1524846 Edm = 0.000218181 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297077.1507248 Edm = 0.00254425 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297077.1385598 Edm = 0.0128769 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297077.1381201 Edm = 0.000324254 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297077.1235555 Edm = 0.0145808 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297077.1192923 Edm = 0.00435839 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297077.0709632 Edm = 0.0361011 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297076.8131681 Edm = 0.254998 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297076.3266552 Edm = 0.165484 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297075.9394444 Edm = 0.606974 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297075.7592937 Edm = 0.02779 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297075.6322721 Edm = 0.0513791 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297075.5553858 Edm = 0.0288904 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297075.5281718 Edm = 0.00332798 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297075.5219138 Edm = 0.00259555 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297075.5186163 Edm = 0.000684308 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297075.5179116 Edm = 2.60797e-05 NCalls = 347 -VariableMetric: After Hessian - FCN = 297075.5179116 Edm = 16.6926 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297075.5179116 Edm = 16.6926 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297074.5147295 Edm = 5330.45 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297074.1293782 Edm = 2585.54 NCalls = 845 -VariableMetric: Iteration # 112 - FCN = 297074.0516708 Edm = 4432.11 NCalls = 850 -VariableMetric: Iteration # 113 - FCN = 297073.9525552 Edm = 12827.7 NCalls = 854 -VariableMetric: Iteration # 114 - FCN = 297073.8817613 Edm = 1142.66 NCalls = 859 -VariableMetric: Iteration # 115 - FCN = 297073.6575099 Edm = 827.696 NCalls = 863 -VariableMetric: Iteration # 116 - FCN = 297073.1424937 Edm = 1377.3 NCalls = 866 -VariableMetric: Iteration # 117 - FCN = 297072.9943727 Edm = 538.311 NCalls = 869 -VariableMetric: Iteration # 118 - FCN = 297072.9013522 Edm = 327.094 NCalls = 872 -VariableMetric: Iteration # 119 - FCN = 297072.8560022 Edm = 49.3388 NCalls = 876 -VariableMetric: Iteration # 120 - FCN = 297072.793524 Edm = 90.0517 NCalls = 879 -VariableMetric: Iteration # 121 - FCN = 297072.5195921 Edm = 235.513 NCalls = 882 -VariableMetric: Iteration # 122 - FCN = 297072.1127903 Edm = 60.967 NCalls = 885 -VariableMetric: Iteration # 123 - FCN = 297071.9210027 Edm = 11.9748 NCalls = 888 -VariableMetric: Iteration # 124 - FCN = 297071.780261 Edm = 13.9685 NCalls = 891 -VariableMetric: Iteration # 125 - FCN = 297071.587454 Edm = 11.9315 NCalls = 893 -VariableMetric: Iteration # 126 - FCN = 297071.2824373 Edm = 3.10854 NCalls = 895 -VariableMetric: Iteration # 127 - FCN = 297070.5407114 Edm = 34.0496 NCalls = 897 -VariableMetric: Iteration # 128 - FCN = 297070.0099747 Edm = 4.88068 NCalls = 899 -VariableMetric: Iteration # 129 - FCN = 297069.5699702 Edm = 5.79533 NCalls = 901 -VariableMetric: Iteration # 130 - FCN = 297069.3396607 Edm = 1.72453 NCalls = 903 -VariableMetric: Iteration # 131 - FCN = 297069.0777881 Edm = 2.48772 NCalls = 905 -VariableMetric: Iteration # 132 - FCN = 297068.8052639 Edm = 0.748458 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297068.3833075 Edm = 1.37778 NCalls = 909 -VariableMetric: Iteration # 134 - FCN = 297068.2843072 Edm = 2.47389 NCalls = 911 -VariableMetric: Iteration # 135 - FCN = 297068.0924263 Edm = 0.292832 NCalls = 913 -VariableMetric: Iteration # 136 - FCN = 297067.8356041 Edm = 0.252922 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297067.7521339 Edm = 0.0333831 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297067.7225083 Edm = 0.00541628 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297067.7172418 Edm = 0.00138714 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297067.7156709 Edm = 0.000219768 NCalls = 925 -VariableMetric: Iteration # 141 - FCN = 297067.7153644 Edm = 6.09461e-05 NCalls = 927 -VariableMetric: After Hessian - FCN = 297067.7153644 Edm = 0.000174401 NCalls = 1412 -VariableMetric: Iteration # 142 - FCN = 297067.7153644 Edm = 0.000174401 NCalls = 1412 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316206.7490784 Edm = 56.9893 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316206.7490784 Edm = 56.9893 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313128.5602017 Edm = 120.019 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 312876.394186 Edm = 59.7503 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 312755.670942 Edm = 66.9171 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 298629.115288 Edm = 5.56624 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 298417.8316441 Edm = 24.1311 NCalls = 18 -VariableMetric: Iteration # 6 - FCN = 297884.4885268 Edm = 110.785 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297786.8459514 Edm = 59.2595 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 297711.8132825 Edm = 0.689208 NCalls = 26 -VariableMetric: Iteration # 9 - FCN = 297710.6714996 Edm = 0.766083 NCalls = 28 -VariableMetric: Iteration # 10 - FCN = 297634.2616902 Edm = 36.5659 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297537.4596861 Edm = 1.12196 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297535.845587 Edm = 0.328767 NCalls = 38 -VariableMetric: Iteration # 13 - FCN = 297532.4182842 Edm = 2.25385 NCalls = 41 -VariableMetric: Iteration # 14 - FCN = 297515.2933501 Edm = 8.52374 NCalls = 44 -VariableMetric: Iteration # 15 - FCN = 297507.1380505 Edm = 0.93585 NCalls = 47 -VariableMetric: Iteration # 16 - FCN = 297505.8071447 Edm = 0.21596 NCalls = 49 -VariableMetric: Iteration # 17 - FCN = 297505.3386035 Edm = 0.135705 NCalls = 51 -VariableMetric: Iteration # 18 - FCN = 297505.2019895 Edm = 0.0646735 NCalls = 52 -VariableMetric: Iteration # 19 - FCN = 297503.169959 Edm = 1.50068 NCalls = 56 -VariableMetric: Iteration # 20 - FCN = 297456.329001 Edm = 37.0931 NCalls = 61 -VariableMetric: Iteration # 21 - FCN = 297372.7306529 Edm = 25.1355 NCalls = 65 -VariableMetric: Iteration # 22 - FCN = 297350.6582104 Edm = 7.68093 NCalls = 67 -VariableMetric: Iteration # 23 - FCN = 297340.729183 Edm = 0.377231 NCalls = 69 -VariableMetric: Iteration # 24 - FCN = 297340.3121671 Edm = 0.0476444 NCalls = 71 -VariableMetric: Iteration # 25 - FCN = 297338.8891213 Edm = 0.636379 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297338.8523993 Edm = 0.163428 NCalls = 81 -VariableMetric: Iteration # 27 - FCN = 297337.3911422 Edm = 0.240269 NCalls = 85 -VariableMetric: Iteration # 28 - FCN = 297336.9704627 Edm = 0.213188 NCalls = 87 -VariableMetric: Iteration # 29 - FCN = 297335.4429907 Edm = 1.97391 NCalls = 91 -VariableMetric: Iteration # 30 - FCN = 297319.7222412 Edm = 9.86107 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297299.5524701 Edm = 6.90399 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297285.0026864 Edm = 16.1951 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297278.5490421 Edm = 8.56063 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297259.8048383 Edm = 0.625952 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297257.827141 Edm = 0.441631 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297257.1362706 Edm = 0.401924 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297256.5038692 Edm = 0.10102 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297256.4440917 Edm = 0.0265991 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297256.4030535 Edm = 0.00307237 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297256.3925524 Edm = 0.00636059 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297256.3587917 Edm = 0.0245515 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297256.2263865 Edm = 0.0604847 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297256.0134785 Edm = 0.150382 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297254.7764945 Edm = 1.90981 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297254.7637615 Edm = 1.50544 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297254.6165641 Edm = 0.0620758 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297251.8236305 Edm = 2.39363 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297234.2596543 Edm = 13.1088 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297225.8942546 Edm = 1.00679 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297225.0515257 Edm = 0.0694266 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297224.9876548 Edm = 0.0066453 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297224.9643056 Edm = 0.0118853 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297224.9121052 Edm = 0.0100958 NCalls = 164 -VariableMetric: Iteration # 54 - FCN = 297224.8814867 Edm = 0.0169832 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297224.2280246 Edm = 0.952717 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297224.1313842 Edm = 0.159668 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297223.8294775 Edm = 0.792984 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297222.8759616 Edm = 1.08918 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297220.5255909 Edm = 1.6069 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297220.4930861 Edm = 0.0496754 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297219.7447141 Edm = 0.547108 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297216.7378745 Edm = 0.19068 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297216.5006548 Edm = 0.0492873 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297216.370313 Edm = 0.0349097 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297216.3082666 Edm = 0.0160297 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297216.2547003 Edm = 0.0393972 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297216.1378281 Edm = 0.086111 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297216.1087435 Edm = 0.0564837 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297215.633317 Edm = 0.473208 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297214.2600798 Edm = 4.90243 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297214.0771695 Edm = 0.189712 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297211.3229684 Edm = 0.761621 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297210.4851543 Edm = 0.28509 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297209.9651801 Edm = 0.351191 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297209.2222211 Edm = 1.16569 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297202.7554101 Edm = 5.16756 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297193.2762009 Edm = 1.05449 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297191.4037438 Edm = 0.243152 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297191.2336652 Edm = 0.0786977 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297191.184113 Edm = 0.0122156 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297191.1445352 Edm = 0.00764591 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297191.1300887 Edm = 0.00239016 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297191.1252509 Edm = 0.0012278 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297191.1225528 Edm = 0.0012242 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297191.1051921 Edm = 0.016692 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297189.7528735 Edm = 1.32611 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297189.7408056 Edm = 0.00269691 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297189.7374852 Edm = 0.00230861 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297189.6296138 Edm = 0.105386 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297184.8781331 Edm = 4.24436 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297177.4536469 Edm = 7.83797 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297174.2299064 Edm = 0.671365 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297173.4208072 Edm = 0.352934 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297172.9461542 Edm = 0.260133 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297172.4396806 Edm = 0.173796 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297172.3166629 Edm = 0.0606694 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297172.2736445 Edm = 0.0185186 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297172.2488964 Edm = 0.00695413 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297172.2381395 Edm = 0.00435342 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297172.228479 Edm = 0.00218819 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297172.2259314 Edm = 0.000438459 NCalls = 313 -VariableMetric: Iteration # 102 - FCN = 297172.2240427 Edm = 0.00154256 NCalls = 315 -VariableMetric: Iteration # 103 - FCN = 297172.20249 Edm = 0.0245721 NCalls = 320 -VariableMetric: Iteration # 104 - FCN = 297172.1976184 Edm = 0.0044913 NCalls = 323 -VariableMetric: Iteration # 105 - FCN = 297172.1788284 Edm = 0.0168852 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297170.4242898 Edm = 1.37591 NCalls = 334 -VariableMetric: Iteration # 107 - FCN = 297163.5867202 Edm = 1.2395 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297163.367087 Edm = 0.867931 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297162.9475688 Edm = 0.258908 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297162.8424916 Edm = 0.0140149 NCalls = 344 -VariableMetric: Iteration # 111 - FCN = 297162.8255983 Edm = 0.00239666 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297162.8235021 Edm = 0.00110163 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297162.8211465 Edm = 0.000878409 NCalls = 350 -VariableMetric: Iteration # 114 - FCN = 297162.8189456 Edm = 0.000238703 NCalls = 352 -VariableMetric: Iteration # 115 - FCN = 297162.8181704 Edm = 0.00051972 NCalls = 354 -VariableMetric: Iteration # 116 - FCN = 297162.7531236 Edm = 0.065399 NCalls = 359 -VariableMetric: Iteration # 117 - FCN = 297161.8816109 Edm = 0.996507 NCalls = 363 -VariableMetric: Iteration # 118 - FCN = 297160.9930691 Edm = 0.114599 NCalls = 366 -VariableMetric: Iteration # 119 - FCN = 297160.8614009 Edm = 0.00356939 NCalls = 368 -VariableMetric: Iteration # 120 - FCN = 297160.8590556 Edm = 0.000446528 NCalls = 370 -VariableMetric: Iteration # 121 - FCN = 297160.8585602 Edm = 0.000101881 NCalls = 372 -VariableMetric: Iteration # 122 - FCN = 297160.8583274 Edm = 0.00013152 NCalls = 374 -VariableMetric: Iteration # 123 - FCN = 297160.8549716 Edm = 0.00322954 NCalls = 378 -VariableMetric: Iteration # 124 - FCN = 297160.6390916 Edm = 0.0248228 NCalls = 385 -VariableMetric: Iteration # 125 - FCN = 297160.0458799 Edm = 0.197946 NCalls = 387 -VariableMetric: Iteration # 126 - FCN = 297159.7954872 Edm = 0.0965937 NCalls = 389 -VariableMetric: Iteration # 127 - FCN = 297159.7168633 Edm = 0.0445468 NCalls = 391 -VariableMetric: Iteration # 128 - FCN = 297159.6741928 Edm = 0.011975 NCalls = 393 -VariableMetric: Iteration # 129 - FCN = 297159.6419469 Edm = 0.0100022 NCalls = 395 -VariableMetric: Iteration # 130 - FCN = 297159.6339384 Edm = 0.000641686 NCalls = 397 -VariableMetric: Iteration # 131 - FCN = 297159.6331859 Edm = 5.10925e-05 NCalls = 399 -VariableMetric: After Hessian - FCN = 297159.6331859 Edm = 860.274 NCalls = 878 -VariableMetric: Iteration # 132 - FCN = 297159.6331859 Edm = 860.274 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297157.2995747 Edm = 1466.05 NCalls = 882 -VariableMetric: Iteration # 134 - FCN = 297156.093336 Edm = 4.83064 NCalls = 885 -VariableMetric: Iteration # 135 - FCN = 297152.7722687 Edm = 0.179372 NCalls = 887 -VariableMetric: Iteration # 136 - FCN = 297152.2738306 Edm = 0.407539 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297151.7875922 Edm = 0.332322 NCalls = 893 -VariableMetric: Iteration # 138 - FCN = 297151.6983849 Edm = 0.152871 NCalls = 895 -VariableMetric: Iteration # 139 - FCN = 297151.423234 Edm = 0.152012 NCalls = 897 -VariableMetric: Iteration # 140 - FCN = 297151.2003979 Edm = 0.0754032 NCalls = 899 -VariableMetric: Iteration # 141 - FCN = 297151.0926876 Edm = 0.0132359 NCalls = 901 -VariableMetric: Iteration # 142 - FCN = 297151.0694771 Edm = 0.00368408 NCalls = 903 -VariableMetric: Iteration # 143 - FCN = 297151.0576484 Edm = 0.00411097 NCalls = 905 -VariableMetric: Iteration # 144 - FCN = 297151.0502041 Edm = 0.0122856 NCalls = 907 -VariableMetric: Iteration # 145 - FCN = 297151.0373784 Edm = 0.00656824 NCalls = 909 -VariableMetric: Iteration # 146 - FCN = 297151.020259 Edm = 0.00216285 NCalls = 911 -VariableMetric: Iteration # 147 - FCN = 297151.0158365 Edm = 0.000864305 NCalls = 913 -VariableMetric: Iteration # 148 - FCN = 297151.0132548 Edm = 0.00031769 NCalls = 915 -VariableMetric: Iteration # 149 - FCN = 297151.0127116 Edm = 5.89056e-05 NCalls = 917 -VariableMetric: After Hessian - FCN = 297151.0127116 Edm = 0.000108866 NCalls = 1406 -VariableMetric: Iteration # 150 - FCN = 297151.0127116 Edm = 0.000108866 NCalls = 1406 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334394.9637245 Edm = 47.2332 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334394.9637245 Edm = 47.2332 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298468.8808811 Edm = 7.90127 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298449.2019465 Edm = 7.34958 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298389.4396278 Edm = 70.0282 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298248.6510389 Edm = 114.515 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297780.958308 Edm = 28.3958 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297732.9463236 Edm = 13.3516 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297725.0742927 Edm = 0.0276455 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297713.9567684 Edm = 7.9782 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297684.4603704 Edm = 0.81044 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297683.6071869 Edm = 0.0818779 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297682.6809047 Edm = 0.90131 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 297582.1831745 Edm = 14.1545 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297500.8468345 Edm = 8.55616 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297491.5086654 Edm = 0.494278 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297490.5764672 Edm = 0.055396 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297490.4973958 Edm = 0.0199558 NCalls = 53 -VariableMetric: Iteration # 17 - FCN = 297489.8183317 Edm = 0.601871 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297412.7203397 Edm = 16.6702 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297389.1039082 Edm = 7.2434 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297381.2408619 Edm = 2.06302 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297379.742894 Edm = 0.518202 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297379.3018518 Edm = 0.0123195 NCalls = 71 -VariableMetric: Iteration # 23 - FCN = 297379.2823746 Edm = 0.00404707 NCalls = 73 -VariableMetric: Iteration # 24 - FCN = 297379.1160844 Edm = 0.159502 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297337.3338449 Edm = 15.4004 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297324.2788294 Edm = 6.26435 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297319.2910851 Edm = 0.414246 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297318.6757838 Edm = 0.118346 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297318.548838 Edm = 0.00666454 NCalls = 91 -VariableMetric: Iteration # 30 - FCN = 297318.5370467 Edm = 0.00874164 NCalls = 93 -VariableMetric: Iteration # 31 - FCN = 297318.4231705 Edm = 0.0500323 NCalls = 97 -VariableMetric: Iteration # 32 - FCN = 297318.2639684 Edm = 0.0917419 NCalls = 99 -VariableMetric: Iteration # 33 - FCN = 297317.7098947 Edm = 0.575866 NCalls = 102 -VariableMetric: Iteration # 34 - FCN = 297305.4063509 Edm = 6.58943 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297297.4137346 Edm = 1.72195 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297295.4889349 Edm = 0.136898 NCalls = 112 -VariableMetric: Iteration # 37 - FCN = 297295.3558592 Edm = 0.0104611 NCalls = 113 -VariableMetric: Iteration # 38 - FCN = 297295.3445302 Edm = 0.00115316 NCalls = 115 -VariableMetric: Iteration # 39 - FCN = 297295.3427046 Edm = 0.000751319 NCalls = 117 -VariableMetric: Iteration # 40 - FCN = 297295.3322848 Edm = 0.0107392 NCalls = 121 -VariableMetric: Iteration # 41 - FCN = 297294.6470778 Edm = 0.166675 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297290.0727357 Edm = 2.05536 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297284.9885752 Edm = 1.65022 NCalls = 133 -VariableMetric: Iteration # 44 - FCN = 297283.5331696 Edm = 0.374354 NCalls = 135 -VariableMetric: Iteration # 45 - FCN = 297283.0873005 Edm = 0.218715 NCalls = 137 -VariableMetric: Iteration # 46 - FCN = 297283.0108763 Edm = 0.0220881 NCalls = 139 -VariableMetric: Iteration # 47 - FCN = 297282.9628838 Edm = 0.00610466 NCalls = 141 -VariableMetric: Iteration # 48 - FCN = 297282.9523884 Edm = 0.000621713 NCalls = 143 -VariableMetric: Iteration # 49 - FCN = 297282.9500114 Edm = 0.0019177 NCalls = 145 -VariableMetric: Iteration # 50 - FCN = 297282.7412647 Edm = 0.254845 NCalls = 152 -VariableMetric: Iteration # 51 - FCN = 297282.7380516 Edm = 0.00367311 NCalls = 155 -VariableMetric: Iteration # 52 - FCN = 297282.6330907 Edm = 0.104007 NCalls = 161 -VariableMetric: Iteration # 53 - FCN = 297282.6149067 Edm = 0.0184879 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297282.5199418 Edm = 0.0794761 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297278.9968512 Edm = 0.697493 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297278.3278772 Edm = 0.697048 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297277.6838696 Edm = 0.205397 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297277.4854237 Edm = 0.0709163 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297277.4390047 Edm = 0.00314127 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297277.4342945 Edm = 0.0005707 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297277.4326949 Edm = 0.000569853 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297277.4285511 Edm = 0.00296594 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297277.279349 Edm = 0.125522 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297275.1179108 Edm = 0.513594 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297274.4846672 Edm = 0.0694789 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297274.3995681 Edm = 0.028705 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297274.3724491 Edm = 0.00514059 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297274.3661243 Edm = 0.00104815 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297274.3642901 Edm = 0.000291132 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297274.3629473 Edm = 0.00117859 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297274.3205409 Edm = 0.0484637 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297274.3171873 Edm = 0.00319355 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297274.1929812 Edm = 0.119187 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297270.565852 Edm = 2.17314 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297269.2436217 Edm = 0.649626 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297268.9394716 Edm = 0.4226 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297268.575305 Edm = 0.181409 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297268.2808945 Edm = 0.233469 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297268.1884104 Edm = 0.0355223 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297268.1340992 Edm = 0.0149068 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297268.1068878 Edm = 0.00706172 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297268.0959128 Edm = 0.00217725 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297268.0928273 Edm = 0.000638474 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297268.090114 Edm = 0.00171906 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297268.0620603 Edm = 0.0251092 NCalls = 260 -VariableMetric: Iteration # 86 - FCN = 297267.8225092 Edm = 0.328825 NCalls = 264 -VariableMetric: Iteration # 87 - FCN = 297264.7903104 Edm = 2.15521 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297264.6878546 Edm = 0.0890697 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297264.5929572 Edm = 0.0392916 NCalls = 274 -VariableMetric: Iteration # 90 - FCN = 297264.4080621 Edm = 0.102731 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297264.0929317 Edm = 0.53978 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297263.3419365 Edm = 0.695463 NCalls = 283 -VariableMetric: Iteration # 93 - FCN = 297262.7644009 Edm = 0.765733 NCalls = 286 -VariableMetric: Iteration # 94 - FCN = 297261.6471799 Edm = 0.468222 NCalls = 290 -VariableMetric: Iteration # 95 - FCN = 297261.0372565 Edm = 0.300154 NCalls = 293 -VariableMetric: Iteration # 96 - FCN = 297259.9553103 Edm = 0.722321 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297258.4560431 Edm = 1.00707 NCalls = 299 -VariableMetric: Iteration # 98 - FCN = 297257.7537424 Edm = 0.619334 NCalls = 302 -VariableMetric: Iteration # 99 - FCN = 297257.3385552 Edm = 0.271614 NCalls = 304 -VariableMetric: Iteration # 100 - FCN = 297257.0113526 Edm = 0.0228889 NCalls = 306 -VariableMetric: Iteration # 101 - FCN = 297256.9869408 Edm = 0.00203365 NCalls = 308 -VariableMetric: Iteration # 102 - FCN = 297256.9843403 Edm = 0.00170306 NCalls = 310 -VariableMetric: Iteration # 103 - FCN = 297256.981299 Edm = 0.000456765 NCalls = 312 -VariableMetric: Iteration # 104 - FCN = 297256.9806846 Edm = 0.000140993 NCalls = 314 -VariableMetric: Iteration # 105 - FCN = 297256.9803877 Edm = 0.000203329 NCalls = 316 -VariableMetric: Iteration # 106 - FCN = 297256.9790237 Edm = 0.00131031 NCalls = 320 -VariableMetric: Iteration # 107 - FCN = 297256.8950828 Edm = 0.0432561 NCalls = 327 -VariableMetric: Iteration # 108 - FCN = 297256.1461683 Edm = 0.421234 NCalls = 330 -VariableMetric: Iteration # 109 - FCN = 297255.0976395 Edm = 0.0544896 NCalls = 332 -VariableMetric: Iteration # 110 - FCN = 297255.0509841 Edm = 0.00728588 NCalls = 334 -VariableMetric: Iteration # 111 - FCN = 297255.0457419 Edm = 0.000986502 NCalls = 336 -VariableMetric: Iteration # 112 - FCN = 297255.0446948 Edm = 0.000188826 NCalls = 338 -VariableMetric: Iteration # 113 - FCN = 297255.0444802 Edm = 4.28588e-05 NCalls = 340 -VariableMetric: After Hessian - FCN = 297255.0444802 Edm = 2.45921 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297255.0444802 Edm = 2.45921 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297253.2185338 Edm = 0.626847 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297252.8990641 Edm = 0.0693882 NCalls = 823 -VariableMetric: Iteration # 117 - FCN = 297252.6183078 Edm = 0.0496921 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297252.5936091 Edm = 0.0667129 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297252.5541065 Edm = 0.00754589 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297252.548124 Edm = 0.000725833 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297252.5471279 Edm = 6.75093e-05 NCalls = 841 -VariableMetric: After Hessian - FCN = 297252.5471279 Edm = 7.22857e-05 NCalls = 1320 -VariableMetric: Iteration # 122 - FCN = 297252.5471279 Edm = 7.22857e-05 NCalls = 1320 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 298902.4276149 Edm = 10.3545 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 298902.4276149 Edm = 10.3545 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298595.2005874 Edm = 0.988534 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298591.8199914 Edm = 4.48201 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 298298.6309636 Edm = 100.774 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297972.9139808 Edm = 33.8249 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297936.5919475 Edm = 0.178705 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297931.9677367 Edm = 4.61972 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297902.093626 Edm = 23.9568 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297794.1252621 Edm = 3.29932 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297791.1753159 Edm = 0.0761245 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297790.6955504 Edm = 0.459988 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297686.4807485 Edm = 2.69149 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297598.8983189 Edm = 1.4433 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297596.1367064 Edm = 0.0727572 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297595.888935 Edm = 0.187354 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297576.8655313 Edm = 13.5688 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297449.8690047 Edm = 28.7064 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297417.0334801 Edm = 3.98468 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297413.5653687 Edm = 0.14276 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297413.4054007 Edm = 0.00882405 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297413.3925112 Edm = 0.00457483 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297412.4899673 Edm = 0.864147 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297374.331333 Edm = 6.0517 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297368.6149849 Edm = 1.83215 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297367.3016696 Edm = 0.425639 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297365.9278935 Edm = 0.760595 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297361.9499532 Edm = 3.08866 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297360.7072871 Edm = 1.28392 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297359.5069774 Edm = 0.146897 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297359.3714731 Edm = 0.00448591 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297359.3650844 Edm = 0.00299336 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297359.255674 Edm = 0.110372 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297357.8568359 Edm = 1.21784 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297356.0563498 Edm = 8.45465 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297348.8323979 Edm = 2.31263 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297346.9019492 Edm = 8.94243 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297344.7682101 Edm = 0.175912 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297344.6166766 Edm = 0.0129331 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297344.6067628 Edm = 0.0011768 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297344.5984287 Edm = 0.0073689 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297344.5310747 Edm = 0.0079715 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297344.517404 Edm = 0.00439178 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297344.3748375 Edm = 0.138564 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297343.8719105 Edm = 0.439941 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297338.1579224 Edm = 1.77306 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297336.6276563 Edm = 0.153791 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297336.4785675 Edm = 0.00411226 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297336.4736948 Edm = 0.000376437 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297336.4729494 Edm = 0.000507921 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297336.4508308 Edm = 0.0217262 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297335.2585473 Edm = 0.920834 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297331.62019 Edm = 0.798813 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297331.0997074 Edm = 0.354646 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297330.6469461 Edm = 0.114188 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297330.5301946 Edm = 0.0303894 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297330.4982509 Edm = 0.00339561 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297330.4941875 Edm = 0.000808446 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297330.4932296 Edm = 0.000546239 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297330.4818533 Edm = 0.00931129 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297329.959972 Edm = 0.492857 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297319.350862 Edm = 3.03714 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297318.4346253 Edm = 2.92061 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297314.2943309 Edm = 0.578741 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297313.5631869 Edm = 0.121186 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297313.0673955 Edm = 0.257734 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297312.3342806 Edm = 0.538709 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297312.1217543 Edm = 0.339023 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297311.5436362 Edm = 0.384548 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297311.269302 Edm = 0.549964 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297309.9422798 Edm = 0.812302 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297309.0222693 Edm = 0.306124 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297308.7892821 Edm = 0.0777442 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297308.7226173 Edm = 0.03013 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297308.6989971 Edm = 0.00270947 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297308.6965451 Edm = 0.000222449 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297308.6961424 Edm = 0.000235884 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297308.6940407 Edm = 0.00178814 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297308.6716855 Edm = 0.0248455 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297308.4628714 Edm = 0.162653 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297306.3023221 Edm = 0.70151 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297305.8486872 Edm = 0.109238 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297305.7521776 Edm = 0.00679259 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297305.744063 Edm = 0.00117648 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297305.7424192 Edm = 0.000314534 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297305.7419649 Edm = 0.000102612 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297305.7416468 Edm = 0.000301824 NCalls = 262 -VariableMetric: Iteration # 86 - FCN = 297305.7321257 Edm = 0.00940885 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297304.5457246 Edm = 0.891298 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297302.9468008 Edm = 0.118008 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297302.8481322 Edm = 0.00347245 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297302.8448401 Edm = 0.000167966 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297302.8447015 Edm = 3.26955e-05 NCalls = 280 -VariableMetric: After Hessian - FCN = 297302.8447015 Edm = 61.4596 NCalls = 751 -VariableMetric: Iteration # 92 - FCN = 297302.8447015 Edm = 61.4596 NCalls = 751 -VariableMetric: Iteration # 93 - FCN = 297302.6729787 Edm = 271.763 NCalls = 756 -VariableMetric: Iteration # 94 - FCN = 297301.3412021 Edm = 0.161731 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297301.3048608 Edm = 0.0302026 NCalls = 766 -VariableMetric: Iteration # 96 - FCN = 297301.3024119 Edm = 136.804 NCalls = 771 -VariableMetric: Iteration # 97 - FCN = 297301.2901999 Edm = 407.548 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297301.0977211 Edm = 1735.82 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297301.0559253 Edm = 1676.76 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297300.7982428 Edm = 309.754 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297300.4046136 Edm = 39.2214 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297300.3291754 Edm = 65.1757 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297300.2427267 Edm = 35.8671 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297299.9186539 Edm = 154.481 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297299.4145097 Edm = 5.4024 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297299.3342154 Edm = 19.524 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297299.0785077 Edm = 3.71143 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297298.6464129 Edm = 1.67414 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297298.1044806 Edm = 4.60477 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297297.776034 Edm = 0.869607 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297297.6714612 Edm = 0.624637 NCalls = 812 -VariableMetric: Iteration # 112 - FCN = 297297.5409193 Edm = 0.53681 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297296.5555257 Edm = 9.6178 NCalls = 820 -VariableMetric: Iteration # 114 - FCN = 297296.5114616 Edm = 0.341262 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297296.3064106 Edm = 0.875132 NCalls = 824 -VariableMetric: Iteration # 116 - FCN = 297296.1007627 Edm = 1.45868 NCalls = 826 -VariableMetric: Iteration # 117 - FCN = 297295.9136762 Edm = 0.878586 NCalls = 828 -VariableMetric: Iteration # 118 - FCN = 297295.6371649 Edm = 3.60799 NCalls = 830 -VariableMetric: Iteration # 119 - FCN = 297295.1402041 Edm = 1.36191 NCalls = 833 -VariableMetric: Iteration # 120 - FCN = 297294.8171563 Edm = 1.12435 NCalls = 836 -VariableMetric: Iteration # 121 - FCN = 297294.4216489 Edm = 1.54186 NCalls = 838 -VariableMetric: Iteration # 122 - FCN = 297293.9291581 Edm = 0.862445 NCalls = 841 -VariableMetric: Iteration # 123 - FCN = 297293.3235343 Edm = 0.918926 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297292.1959764 Edm = 0.916837 NCalls = 848 -VariableMetric: Iteration # 125 - FCN = 297291.2864852 Edm = 1.78176 NCalls = 851 -VariableMetric: Iteration # 126 - FCN = 297290.5841134 Edm = 0.688401 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297290.3389901 Edm = 0.836528 NCalls = 857 -VariableMetric: Iteration # 128 - FCN = 297290.0502209 Edm = 0.299324 NCalls = 859 -VariableMetric: Iteration # 129 - FCN = 297289.7665711 Edm = 0.117161 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297289.6929084 Edm = 0.0298474 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297289.6679319 Edm = 0.0107587 NCalls = 865 -VariableMetric: Iteration # 132 - FCN = 297289.6567912 Edm = 0.00890198 NCalls = 867 -VariableMetric: Iteration # 133 - FCN = 297289.6460488 Edm = 0.00699568 NCalls = 869 -VariableMetric: Iteration # 134 - FCN = 297289.6353588 Edm = 0.00365553 NCalls = 871 -VariableMetric: Iteration # 135 - FCN = 297289.628784 Edm = 0.00110466 NCalls = 873 -VariableMetric: Iteration # 136 - FCN = 297289.6274238 Edm = 5.15032e-05 NCalls = 875 -VariableMetric: After Hessian - FCN = 297289.6274238 Edm = 4.51158e-05 NCalls = 1364 -VariableMetric: Iteration # 137 - FCN = 297289.6274238 Edm = 4.51158e-05 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312007.9419872 Edm = 10.3474 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312007.9419872 Edm = 10.3474 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302370.9775137 Edm = 35.7109 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302228.4323767 Edm = 278157 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 302113.6072173 Edm = 1024.91 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 301923.8272851 Edm = 427.355 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 301784.3711462 Edm = 25.5432 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 301772.9479116 Edm = 2.13697 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 300947.0447208 Edm = 316.449 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 300428.9203293 Edm = 31.7276 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 300406.840383 Edm = 6.53408 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 300402.5389557 Edm = 0.291339 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 300391.8195691 Edm = 10.3057 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 299246.002265 Edm = 2718.85 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 299227.3550639 Edm = 199.691 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 298808.1106728 Edm = 170.172 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 298103.0041511 Edm = 14.7608 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 298071.9692984 Edm = 40.3168 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297970.9715252 Edm = 77.1334 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297670.9786504 Edm = 81.5874 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297539.5971563 Edm = 18.7659 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297466.8654825 Edm = 6.74647 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297456.9758659 Edm = 1.51419 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297451.5531946 Edm = 0.159237 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297451.3151194 Edm = 0.0360415 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297451.1648228 Edm = 0.0295435 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297451.0289349 Edm = 0.0290041 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297450.6936104 Edm = 0.297822 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297406.3433734 Edm = 19.8543 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297392.1588675 Edm = 10.1839 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297381.0239941 Edm = 5.99917 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297373.9682237 Edm = 0.689754 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297373.2067005 Edm = 0.0805071 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297373.1269026 Edm = 0.0100351 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297373.1085733 Edm = 0.00556836 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297373.0204843 Edm = 0.103645 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297372.8135904 Edm = 0.225336 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297372.6477414 Edm = 0.154915 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297354.3716523 Edm = 3.19544 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297351.7618918 Edm = 0.570762 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297351.200126 Edm = 0.0842872 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297351.0819948 Edm = 0.0378614 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297351.0403451 Edm = 0.00208207 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297351.0370097 Edm = 0.00116469 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297350.9501165 Edm = 0.0991767 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297350.9178751 Edm = 0.0305705 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297350.8004963 Edm = 0.0990446 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297348.1586684 Edm = 0.433639 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297347.554547 Edm = 0.0403825 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297347.5167799 Edm = 0.00139182 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297347.5136872 Edm = 0.00189406 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297347.4531617 Edm = 0.0593737 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297346.4015976 Edm = 0.627263 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297345.2388498 Edm = 0.0357241 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297345.1988792 Edm = 0.00168596 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297345.1964326 Edm = 0.000418998 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297345.1935431 Edm = 0.00272439 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297344.87257 Edm = 0.350505 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297344.8711952 Edm = 0.000652679 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297344.8327398 Edm = 0.0414352 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297344.3251471 Edm = 0.182611 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297341.5698652 Edm = 1.01121 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297339.1206905 Edm = 0.163766 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297338.8365974 Edm = 0.0146706 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297338.8205909 Edm = 0.000561843 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297338.8167295 Edm = 0.00351347 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297338.6690055 Edm = 0.165003 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297337.8089915 Edm = 0.0862833 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297334.087025 Edm = 0.864126 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297332.6781025 Edm = 0.191141 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297332.503462 Edm = 0.00549814 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297332.4979299 Edm = 0.000498866 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297332.4968557 Edm = 0.000549382 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297332.4949677 Edm = 0.00123298 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297332.4781539 Edm = 0.0208104 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297332.3103159 Edm = 0.157443 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297328.3807878 Edm = 0.758885 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297327.4384446 Edm = 0.140022 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297327.2835233 Edm = 0.00874095 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297327.2756088 Edm = 0.000396811 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297327.2752172 Edm = 5.49934e-05 NCalls = 268 -VariableMetric: After Hessian - FCN = 297327.2752172 Edm = 78.7719 NCalls = 741 -VariableMetric: Iteration # 80 - FCN = 297327.2752172 Edm = 78.7719 NCalls = 741 -VariableMetric: Iteration # 81 - FCN = 297326.5405189 Edm = 160.603 NCalls = 745 -VariableMetric: Iteration # 82 - FCN = 297326.5307027 Edm = 792.73 NCalls = 751 -VariableMetric: Iteration # 83 - FCN = 297326.4644377 Edm = 2950.25 NCalls = 755 -VariableMetric: Iteration # 84 - FCN = 297326.3143759 Edm = 1417.66 NCalls = 759 -VariableMetric: Iteration # 85 - FCN = 297326.233949 Edm = 915.978 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297326.0520405 Edm = 74.0754 NCalls = 767 -VariableMetric: Iteration # 87 - FCN = 297325.9944563 Edm = 70.9052 NCalls = 771 -VariableMetric: Iteration # 88 - FCN = 297325.8563815 Edm = 133.497 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297325.7238177 Edm = 99.0111 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297325.5570786 Edm = 27.8869 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297325.5222599 Edm = 28.4191 NCalls = 783 -VariableMetric: Iteration # 92 - FCN = 297325.4499073 Edm = 22.6889 NCalls = 786 -VariableMetric: Iteration # 93 - FCN = 297325.3553154 Edm = 30.3409 NCalls = 789 -VariableMetric: Iteration # 94 - FCN = 297325.2980536 Edm = 6.04369 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297325.2610189 Edm = 9.47324 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297325.111645 Edm = 3.21834 NCalls = 797 -VariableMetric: Iteration # 97 - FCN = 297324.9863753 Edm = 2.97114 NCalls = 799 -VariableMetric: Iteration # 98 - FCN = 297324.842243 Edm = 2.95157 NCalls = 801 -VariableMetric: Iteration # 99 - FCN = 297324.0936061 Edm = 5.64684 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297323.6456417 Edm = 0.749394 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297322.8544364 Edm = 9.84331 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297322.4888557 Edm = 2.2982 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297322.3041776 Edm = 5.5168 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297320.7365487 Edm = 5.72563 NCalls = 814 -VariableMetric: Iteration # 105 - FCN = 297320.096294 Edm = 0.306195 NCalls = 816 -VariableMetric: Iteration # 106 - FCN = 297319.8561405 Edm = 0.313834 NCalls = 818 -VariableMetric: Iteration # 107 - FCN = 297319.7927774 Edm = 0.0676677 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297319.7780843 Edm = 0.0346953 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297319.7408394 Edm = 0.00484549 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297319.7317323 Edm = 0.00254779 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297319.7262864 Edm = 0.00046256 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297319.7256396 Edm = 0.000131757 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297319.7253941 Edm = 4.05486e-05 NCalls = 832 -VariableMetric: After Hessian - FCN = 297319.7253941 Edm = 0.00010459 NCalls = 1315 -VariableMetric: Iteration # 114 - FCN = 297319.7253941 Edm = 0.00010459 NCalls = 1315 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299856.4940571 Edm = 5.53341 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299856.4940571 Edm = 5.53341 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299012.221655 Edm = 1.26298 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299009.1144538 Edm = 2.56467 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298007.7267721 Edm = 103.125 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297875.7420609 Edm = 20.0161 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297851.6341845 Edm = 0.826055 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297849.561317 Edm = 0.855886 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297841.0100242 Edm = 7.5204 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297535.508238 Edm = 43.9795 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297498.4512116 Edm = 1.5047 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297497.1299882 Edm = 0.13946 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297497.0281871 Edm = 0.0663308 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297495.5294303 Edm = 1.58371 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297487.1046386 Edm = 7.89149 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297345.9846944 Edm = 4.98188 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297341.1414776 Edm = 0.937227 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297340.8010026 Edm = 0.0626076 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297340.7326888 Edm = 0.00390862 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297340.6490523 Edm = 0.0809328 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297333.9463394 Edm = 0.344117 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297313.4302572 Edm = 1.66503 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297310.6701693 Edm = 0.121707 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297310.5499784 Edm = 0.0078631 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297310.5313766 Edm = 0.00907438 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297309.7924195 Edm = 0.722873 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297288.5927764 Edm = 4.2632 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297284.8456757 Edm = 0.0061487 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297284.837728 Edm = 0.00146454 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297284.785061 Edm = 0.0469029 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297276.5236347 Edm = 4.41249 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297267.6989605 Edm = 0.858498 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297267.1290746 Edm = 0.121802 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297266.9438762 Edm = 0.0203129 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297266.9153876 Edm = 0.00214436 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297266.9131566 Edm = 0.000359929 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297266.9124445 Edm = 0.000406855 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297266.9072794 Edm = 0.00555888 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297266.6660227 Edm = 0.0865764 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297265.6851477 Edm = 0.273466 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297265.1381585 Edm = 0.0522277 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297265.08708 Edm = 0.00364292 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297265.0836037 Edm = 0.000241456 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297265.0813142 Edm = 0.00218932 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297264.9796989 Edm = 0.120121 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297264.9524469 Edm = 0.0265698 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297262.7695055 Edm = 1.37007 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297261.5200611 Edm = 0.134909 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297261.3952807 Edm = 0.0157463 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297261.3730288 Edm = 0.0015457 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297261.371027 Edm = 0.000103005 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297261.3700524 Edm = 0.000868127 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297261.3122118 Edm = 0.0556614 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297259.8225859 Edm = 0.291104 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297259.4893828 Edm = 0.00326495 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297259.4856335 Edm = 0.000122237 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297259.4852473 Edm = 0.000279581 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297259.4775877 Edm = 0.00907901 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297259.3230408 Edm = 0.0101822 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297258.2957789 Edm = 0.245357 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297258.0826833 Edm = 0.162141 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297257.9464715 Edm = 0.0215038 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297257.8927387 Edm = 0.0173912 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297257.8758048 Edm = 0.00616674 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297257.8705747 Edm = 0.000177879 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297257.8702932 Edm = 2.83344e-05 NCalls = 201 -VariableMetric: After Hessian - FCN = 297257.8702932 Edm = 42.8036 NCalls = 676 -VariableMetric: Iteration # 65 - FCN = 297257.8702932 Edm = 42.8036 NCalls = 676 -VariableMetric: Iteration # 66 - FCN = 297257.7352924 Edm = 111.648 NCalls = 679 -VariableMetric: Iteration # 67 - FCN = 297254.6496344 Edm = 0.799299 NCalls = 685 -VariableMetric: Iteration # 68 - FCN = 297254.4183742 Edm = 0.705343 NCalls = 689 -VariableMetric: Iteration # 69 - FCN = 297253.7017436 Edm = 0.76793 NCalls = 691 -VariableMetric: Iteration # 70 - FCN = 297252.6898817 Edm = 1.95635 NCalls = 696 -VariableMetric: Iteration # 71 - FCN = 297251.9078355 Edm = 3.16231 NCalls = 701 -VariableMetric: Iteration # 72 - FCN = 297248.4377921 Edm = 7.54096 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297248.1009718 Edm = 1.8328 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297246.3246955 Edm = 20.9425 NCalls = 713 -VariableMetric: Iteration # 75 - FCN = 297242.9570995 Edm = 3.51245 NCalls = 716 -VariableMetric: Iteration # 76 - FCN = 297242.0760274 Edm = 0.862641 NCalls = 719 -VariableMetric: Iteration # 77 - FCN = 297239.7706157 Edm = 2.55053 NCalls = 722 -VariableMetric: Iteration # 78 - FCN = 297238.7376986 Edm = 0.452187 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297238.19145 Edm = 0.214232 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297237.4844249 Edm = 0.245651 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297236.812802 Edm = 0.342801 NCalls = 735 -VariableMetric: Iteration # 82 - FCN = 297236.53646 Edm = 0.251806 NCalls = 737 -VariableMetric: Iteration # 83 - FCN = 297236.1286164 Edm = 0.130754 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297235.7695569 Edm = 0.246758 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 297235.5353236 Edm = 0.212966 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297235.2397001 Edm = 0.186459 NCalls = 748 -VariableMetric: Iteration # 87 - FCN = 297234.9288905 Edm = 0.661634 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297234.7305371 Edm = 0.346497 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297234.3412839 Edm = 0.345326 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297233.8270159 Edm = 1.13866 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297233.1679024 Edm = 0.772555 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297231.9112293 Edm = 2.04074 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297231.6643768 Edm = 0.57321 NCalls = 772 -VariableMetric: Iteration # 94 - FCN = 297230.9304965 Edm = 0.636938 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297230.39273 Edm = 1.30391 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297229.1508398 Edm = 1.03413 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297227.6478049 Edm = 4.61378 NCalls = 787 -VariableMetric: Iteration # 98 - FCN = 297227.0646663 Edm = 0.730714 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297225.5229721 Edm = 2.13623 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297223.5442692 Edm = 1.11514 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297222.8361889 Edm = 0.70412 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297221.8753948 Edm = 0.449937 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297221.4193989 Edm = 0.722627 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297221.0347468 Edm = 0.284148 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297220.7056389 Edm = 0.259836 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297220.4574825 Edm = 0.156641 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297220.1933036 Edm = 0.139223 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297219.9670879 Edm = 0.138121 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297219.8793885 Edm = 0.058874 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297219.8137411 Edm = 0.0122935 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297219.8007227 Edm = 0.00496164 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297219.7917502 Edm = 0.00425033 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297219.7771476 Edm = 0.00930785 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297219.7236203 Edm = 0.0287677 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297219.6542719 Edm = 0.0367783 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297219.5728591 Edm = 0.137868 NCalls = 836 -VariableMetric: Iteration # 117 - FCN = 297219.5092851 Edm = 0.0692974 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297219.3903451 Edm = 0.103114 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297219.328286 Edm = 0.0374616 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297219.2748781 Edm = 0.0170975 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297219.2447314 Edm = 0.0124151 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297219.2322876 Edm = 0.00842356 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297219.2224305 Edm = 0.0050771 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297219.2086002 Edm = 0.004221 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297219.1987994 Edm = 0.00363843 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297219.1928328 Edm = 0.00460446 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297219.1881741 Edm = 0.0017821 NCalls = 862 -VariableMetric: Iteration # 128 - FCN = 297219.1840148 Edm = 0.00166578 NCalls = 864 -VariableMetric: Iteration # 129 - FCN = 297219.1789465 Edm = 0.00338971 NCalls = 867 -VariableMetric: Iteration # 130 - FCN = 297219.1760349 Edm = 0.00214919 NCalls = 869 -VariableMetric: Iteration # 131 - FCN = 297219.1738791 Edm = 0.000651636 NCalls = 872 -VariableMetric: Iteration # 132 - FCN = 297219.1720101 Edm = 0.000451841 NCalls = 874 -VariableMetric: Iteration # 133 - FCN = 297219.1714003 Edm = 0.000560396 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297219.1707471 Edm = 0.000458318 NCalls = 879 -VariableMetric: Iteration # 135 - FCN = 297219.1694371 Edm = 0.000538463 NCalls = 882 -VariableMetric: Iteration # 136 - FCN = 297219.1683294 Edm = 0.000410139 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297219.1681188 Edm = 0.000200157 NCalls = 887 -VariableMetric: Iteration # 138 - FCN = 297219.1678735 Edm = 7.1877e-05 NCalls = 889 -VariableMetric: Iteration # 139 - FCN = 297219.1675873 Edm = 0.000135457 NCalls = 891 -VariableMetric: Iteration # 140 - FCN = 297219.1666761 Edm = 0.000744596 NCalls = 895 -VariableMetric: Iteration # 141 - FCN = 297219.1655816 Edm = 0.000829569 NCalls = 899 -VariableMetric: Iteration # 142 - FCN = 297219.1650056 Edm = 0.000966869 NCalls = 901 -VariableMetric: Iteration # 143 - FCN = 297219.1640612 Edm = 0.000212993 NCalls = 903 -VariableMetric: Iteration # 144 - FCN = 297219.1634409 Edm = 0.000317058 NCalls = 905 -VariableMetric: Iteration # 145 - FCN = 297219.1618837 Edm = 0.00109747 NCalls = 907 -VariableMetric: Iteration # 146 - FCN = 297219.1582867 Edm = 0.0021037 NCalls = 910 -VariableMetric: Iteration # 147 - FCN = 297219.1554058 Edm = 0.000981642 NCalls = 912 -VariableMetric: Iteration # 148 - FCN = 297219.1541828 Edm = 0.000247331 NCalls = 914 -VariableMetric: Iteration # 149 - FCN = 297219.153698 Edm = 9.68982e-05 NCalls = 916 -VariableMetric: Iteration # 150 - FCN = 297219.1535384 Edm = 2.87478e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297219.1535384 Edm = 0.00519268 NCalls = 1405 -VariableMetric: Iteration # 151 - FCN = 297219.1535384 Edm = 0.00519268 NCalls = 1405 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313678.3578592 Edm = 224.142 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313678.3578592 Edm = 224.142 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303861.0702038 Edm = 9.19436 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303115.0311561 Edm = 87.2808 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302772.5186643 Edm = 43.801 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302715.4869439 Edm = 22.4356 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 302697.1701039 Edm = 5.17367 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 302421.5051321 Edm = 266.519 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299011.026049 Edm = 107.292 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298897.4307902 Edm = 1.51775 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298893.7066914 Edm = 2.57752 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298339.2172885 Edm = 68.3959 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298305.279068 Edm = 150.255 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298285.4916576 Edm = 4.89787 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298274.8774421 Edm = 5.35643 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 298247.5149078 Edm = 3.40853 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 298243.2047952 Edm = 2.33933 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 298237.9089615 Edm = 1.79108 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 298231.6857935 Edm = 8.92538 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 298228.0504091 Edm = 2.25747 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 298222.5361927 Edm = 1.56893 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 298215.0694752 Edm = 7.39374 NCalls = 64 -VariableMetric: Iteration # 21 - FCN = 298199.1259644 Edm = 14.905 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 298121.6197916 Edm = 141.465 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 298035.1060896 Edm = 32.0966 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297981.0273966 Edm = 8.8348 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297970.7965244 Edm = 4.12356 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297959.1681221 Edm = 11.3764 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297948.9052117 Edm = 9.5638 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297937.9099219 Edm = 9.84662 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297930.6149738 Edm = 2.55628 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297927.2094894 Edm = 2.19242 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297924.7186599 Edm = 0.167851 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297924.3967002 Edm = 0.128243 NCalls = 101 -VariableMetric: Iteration # 33 - FCN = 297922.5773129 Edm = 2.87937 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297917.9167096 Edm = 4.05265 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297742.0160694 Edm = 113.837 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297726.0144019 Edm = 35.2017 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297655.961072 Edm = 10.3856 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297638.5643926 Edm = 8.02248 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297631.705924 Edm = 21.3113 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297597.7971329 Edm = 29.6522 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297596.3034902 Edm = 3.51968 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297591.6243832 Edm = 4.05999 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297589.499576 Edm = 4.57872 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297586.6116637 Edm = 0.134168 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297586.4044585 Edm = 0.0160148 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297586.343639 Edm = 0.0449953 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297585.8370288 Edm = 0.367271 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297584.7019693 Edm = 0.756212 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297584.2145966 Edm = 0.323128 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297583.7770315 Edm = 0.334501 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297583.2483951 Edm = 2.30811 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297582.9450407 Edm = 0.277602 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297580.1675016 Edm = 1.33573 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297574.3561279 Edm = 11.7974 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297572.1778629 Edm = 3.00748 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297565.9113043 Edm = 0.523474 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297565.046846 Edm = 0.943253 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297564.7754397 Edm = 0.351806 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297562.4337418 Edm = 3.32235 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297557.8565753 Edm = 2.82435 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297547.2935889 Edm = 20.9182 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297545.6184497 Edm = 4.58089 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297541.5646368 Edm = 0.832801 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297540.8980168 Edm = 2.3225 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297539.4317685 Edm = 0.724514 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297537.6350793 Edm = 1.0544 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297532.1266492 Edm = 8.29772 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297528.0336492 Edm = 1.38351 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297526.2110145 Edm = 3.91895 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297525.0699003 Edm = 0.578128 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297524.2389833 Edm = 0.423348 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297523.2535084 Edm = 0.52282 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297522.6000934 Edm = 1.17154 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297518.6103394 Edm = 8.00491 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297513.1564916 Edm = 5.0714 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297511.3257442 Edm = 4.057 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297508.5767263 Edm = 1.95328 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297503.5600505 Edm = 0.586857 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297502.488352 Edm = 2.0396 NCalls = 279 -VariableMetric: Iteration # 80 - FCN = 297501.0816046 Edm = 1.01357 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297498.7823193 Edm = 1.0578 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297497.6559565 Edm = 0.484257 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297497.2925076 Edm = 0.385007 NCalls = 291 -VariableMetric: Iteration # 84 - FCN = 297496.5688746 Edm = 0.182123 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297496.2984114 Edm = 0.155034 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297496.1246659 Edm = 0.0399888 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297496.029193 Edm = 0.0528671 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297495.4764611 Edm = 0.323894 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297490.0753413 Edm = 4.52238 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297489.1395492 Edm = 3.68656 NCalls = 311 -VariableMetric: Iteration # 91 - FCN = 297488.5973885 Edm = 4.47917 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297487.486206 Edm = 0.778831 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297486.7847707 Edm = 0.0513472 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297486.7428177 Edm = 0.0302023 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297486.5915992 Edm = 0.0997169 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297486.1264144 Edm = 0.182344 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297485.9143439 Edm = 0.179039 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297485.7223168 Edm = 0.032063 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297485.6238973 Edm = 0.0619897 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297485.5680269 Edm = 0.033744 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297485.4770584 Edm = 0.0483831 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297484.6679844 Edm = 0.743685 NCalls = 344 -VariableMetric: Iteration # 103 - FCN = 297484.1135035 Edm = 0.897034 NCalls = 346 -VariableMetric: Iteration # 104 - FCN = 297480.6694234 Edm = 2.04505 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297474.9016564 Edm = 6.32824 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297460.7603298 Edm = 5.30671 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297450.2843596 Edm = 2.81671 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297442.7799471 Edm = 2.62174 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297437.2760833 Edm = 0.795551 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297436.6363127 Edm = 1.2826 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297435.6630192 Edm = 0.559046 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297434.066632 Edm = 1.21342 NCalls = 373 -VariableMetric: Iteration # 113 - FCN = 297431.8042712 Edm = 1.25989 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297430.9922642 Edm = 1.27444 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297430.4793143 Edm = 0.0533551 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297430.4268304 Edm = 0.00442983 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297430.4104208 Edm = 0.0157769 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297430.228037 Edm = 0.118547 NCalls = 390 -VariableMetric: Iteration # 119 - FCN = 297429.7916849 Edm = 0.140398 NCalls = 394 -VariableMetric: Iteration # 120 - FCN = 297429.4993939 Edm = 0.173684 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297429.0640513 Edm = 0.357722 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297428.4552952 Edm = 0.53076 NCalls = 402 -VariableMetric: Iteration # 123 - FCN = 297421.0343739 Edm = 4.32222 NCalls = 406 -VariableMetric: Iteration # 124 - FCN = 297419.1423709 Edm = 3.61722 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 297413.1667601 Edm = 1.85248 NCalls = 412 -VariableMetric: Iteration # 126 - FCN = 297408.2481245 Edm = 0.89614 NCalls = 414 -VariableMetric: Iteration # 127 - FCN = 297406.7310397 Edm = 0.583377 NCalls = 416 -VariableMetric: Iteration # 128 - FCN = 297404.7135784 Edm = 0.769246 NCalls = 419 -VariableMetric: Iteration # 129 - FCN = 297403.6146372 Edm = 1.41336 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297402.5385614 Edm = 1.56714 NCalls = 423 -VariableMetric: Iteration # 131 - FCN = 297400.3745287 Edm = 0.754642 NCalls = 428 -VariableMetric: Iteration # 132 - FCN = 297399.7614348 Edm = 0.876265 NCalls = 431 -VariableMetric: Iteration # 133 - FCN = 297399.2964735 Edm = 0.092509 NCalls = 433 -VariableMetric: Iteration # 134 - FCN = 297399.0303273 Edm = 0.168565 NCalls = 435 -VariableMetric: Iteration # 135 - FCN = 297398.825794 Edm = 0.102932 NCalls = 437 -VariableMetric: Iteration # 136 - FCN = 297398.6779904 Edm = 0.0401474 NCalls = 440 -VariableMetric: Iteration # 137 - FCN = 297398.6143197 Edm = 0.00990422 NCalls = 442 -VariableMetric: Iteration # 138 - FCN = 297398.5988338 Edm = 0.00509518 NCalls = 444 -VariableMetric: Iteration # 139 - FCN = 297398.5935924 Edm = 0.00299124 NCalls = 446 -VariableMetric: Iteration # 140 - FCN = 297398.5889361 Edm = 0.00221548 NCalls = 448 -VariableMetric: Iteration # 141 - FCN = 297398.5791457 Edm = 0.00715349 NCalls = 450 -VariableMetric: Iteration # 142 - FCN = 297398.0769262 Edm = 0.629327 NCalls = 456 -VariableMetric: Iteration # 143 - FCN = 297398.0529838 Edm = 0.0430053 NCalls = 459 -VariableMetric: Iteration # 144 - FCN = 297397.9151376 Edm = 0.169454 NCalls = 463 -VariableMetric: Iteration # 145 - FCN = 297396.1265895 Edm = 1.38131 NCalls = 470 -VariableMetric: Iteration # 146 - FCN = 297393.0511592 Edm = 1.38425 NCalls = 475 -VariableMetric: Iteration # 147 - FCN = 297390.9089215 Edm = 0.517723 NCalls = 478 -VariableMetric: Iteration # 148 - FCN = 297389.9698633 Edm = 0.834654 NCalls = 482 -VariableMetric: Iteration # 149 - FCN = 297388.2961819 Edm = 1.40853 NCalls = 484 -VariableMetric: Iteration # 150 - FCN = 297386.3375443 Edm = 0.339794 NCalls = 487 -VariableMetric: Iteration # 151 - FCN = 297386.0423464 Edm = 0.0777499 NCalls = 489 -VariableMetric: Iteration # 152 - FCN = 297386.0172192 Edm = 0.0534463 NCalls = 491 -VariableMetric: Iteration # 153 - FCN = 297385.9022028 Edm = 0.0388731 NCalls = 493 -VariableMetric: Iteration # 154 - FCN = 297385.8258221 Edm = 0.0159293 NCalls = 495 -VariableMetric: Iteration # 155 - FCN = 297385.8123594 Edm = 0.00311284 NCalls = 497 -VariableMetric: Iteration # 156 - FCN = 297385.80797 Edm = 0.000715613 NCalls = 499 -VariableMetric: Iteration # 157 - FCN = 297385.8048535 Edm = 0.0021812 NCalls = 501 -VariableMetric: Iteration # 158 - FCN = 297385.7115537 Edm = 0.0772755 NCalls = 505 -VariableMetric: Iteration # 159 - FCN = 297384.4199847 Edm = 1.37619 NCalls = 509 -VariableMetric: Iteration # 160 - FCN = 297383.1614079 Edm = 1.37595 NCalls = 514 -VariableMetric: Iteration # 161 - FCN = 297382.7917339 Edm = 0.970975 NCalls = 517 -VariableMetric: Iteration # 162 - FCN = 297379.9242025 Edm = 1.54057 NCalls = 525 -VariableMetric: Iteration # 163 - FCN = 297378.901455 Edm = 0.582331 NCalls = 527 -VariableMetric: Iteration # 164 - FCN = 297378.3503188 Edm = 0.0335654 NCalls = 529 -VariableMetric: Iteration # 165 - FCN = 297378.2935679 Edm = 0.0115597 NCalls = 531 -VariableMetric: Iteration # 166 - FCN = 297378.2553055 Edm = 0.0125295 NCalls = 534 -VariableMetric: Iteration # 167 - FCN = 297378.2327548 Edm = 0.00240043 NCalls = 537 -VariableMetric: Iteration # 168 - FCN = 297378.2293419 Edm = 0.000288424 NCalls = 539 -VariableMetric: Iteration # 169 - FCN = 297378.2288735 Edm = 0.000119423 NCalls = 541 -VariableMetric: Iteration # 170 - FCN = 297378.2270852 Edm = 0.0016356 NCalls = 544 -VariableMetric: Iteration # 171 - FCN = 297378.153109 Edm = 0.063212 NCalls = 548 -VariableMetric: Iteration # 172 - FCN = 297376.8100251 Edm = 0.749647 NCalls = 553 -VariableMetric: Iteration # 173 - FCN = 297376.0387145 Edm = 0.489496 NCalls = 556 -VariableMetric: Iteration # 174 - FCN = 297375.1448717 Edm = 0.271438 NCalls = 558 -VariableMetric: Iteration # 175 - FCN = 297374.8596383 Edm = 0.0912162 NCalls = 559 -VariableMetric: Iteration # 176 - FCN = 297374.7867286 Edm = 0.00375136 NCalls = 561 -VariableMetric: Iteration # 177 - FCN = 297374.7817272 Edm = 0.000883931 NCalls = 563 -VariableMetric: Iteration # 178 - FCN = 297374.7803658 Edm = 0.000599111 NCalls = 565 -VariableMetric: Iteration # 179 - FCN = 297374.7782549 Edm = 0.00134879 NCalls = 568 -VariableMetric: Iteration # 180 - FCN = 297374.7750329 Edm = 0.00272445 NCalls = 570 -VariableMetric: Iteration # 181 - FCN = 297374.7450603 Edm = 0.028895 NCalls = 574 -VariableMetric: Iteration # 182 - FCN = 297373.8968828 Edm = 0.651752 NCalls = 578 -VariableMetric: Iteration # 183 - FCN = 297371.8887115 Edm = 0.329606 NCalls = 581 -VariableMetric: Iteration # 184 - FCN = 297371.6328804 Edm = 0.0500039 NCalls = 583 -VariableMetric: Iteration # 185 - FCN = 297371.5792701 Edm = 0.00952167 NCalls = 585 -VariableMetric: Iteration # 186 - FCN = 297371.5663759 Edm = 0.00103461 NCalls = 587 -VariableMetric: Iteration # 187 - FCN = 297371.5652721 Edm = 4.25941e-05 NCalls = 588 -VariableMetric: After Hessian - FCN = 297371.5652721 Edm = 2.81874 NCalls = 1067 -VariableMetric: Iteration # 188 - FCN = 297371.5652721 Edm = 2.81874 NCalls = 1067 -VariableMetric: Iteration # 189 - FCN = 297369.6288675 Edm = 3.53268 NCalls = 1073 -VariableMetric: Iteration # 190 - FCN = 297369.4902946 Edm = 2.96138 NCalls = 1078 -VariableMetric: Iteration # 191 - FCN = 297368.8865475 Edm = 0.495762 NCalls = 1080 -VariableMetric: Iteration # 192 - FCN = 297368.3079511 Edm = 0.74503 NCalls = 1085 -VariableMetric: Iteration # 193 - FCN = 297366.9185261 Edm = 2.57505 NCalls = 1089 -VariableMetric: Iteration # 194 - FCN = 297362.7850971 Edm = 5.50525 NCalls = 1093 -VariableMetric: Iteration # 195 - FCN = 297361.5565979 Edm = 2.41612 NCalls = 1097 -VariableMetric: Iteration # 196 - FCN = 297359.8704913 Edm = 3.8655 NCalls = 1101 -VariableMetric: Iteration # 197 - FCN = 297357.1106395 Edm = 0.962014 NCalls = 1106 -VariableMetric: Iteration # 198 - FCN = 297356.1695305 Edm = 0.199217 NCalls = 1107 -VariableMetric: Iteration # 199 - FCN = 297355.9669508 Edm = 0.0858981 NCalls = 1109 -VariableMetric: Iteration # 200 - FCN = 297355.9243157 Edm = 0.0181401 NCalls = 1111 -VariableMetric: Iteration # 201 - FCN = 297355.8986048 Edm = 0.00615927 NCalls = 1113 -VariableMetric: Iteration # 202 - FCN = 297355.8889878 Edm = 0.00129041 NCalls = 1115 -VariableMetric: Iteration # 203 - FCN = 297355.8860254 Edm = 0.00102037 NCalls = 1117 -VariableMetric: Iteration # 204 - FCN = 297355.8828644 Edm = 0.000564552 NCalls = 1119 -VariableMetric: Iteration # 205 - FCN = 297355.8817236 Edm = 0.000249999 NCalls = 1121 -VariableMetric: Iteration # 206 - FCN = 297355.8811816 Edm = 5.18325e-05 NCalls = 1123 -VariableMetric: After Hessian - FCN = 297355.8811816 Edm = 7.12491e-05 NCalls = 1606 -VariableMetric: Iteration # 207 - FCN = 297355.8811816 Edm = 7.12491e-05 NCalls = 1606 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316021.8643812 Edm = 22.6494 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316021.8643812 Edm = 22.6494 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304028.872011 Edm = 5.16805 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303357.920495 Edm = 10.0729 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 303351.4511118 Edm = 8.57953 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303098.1622212 Edm = 328.878 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301934.3776341 Edm = 662.825 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299612.5304026 Edm = 11.3951 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 299591.005279 Edm = 2.85999 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 299529.9173186 Edm = 40.9379 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298489.3545864 Edm = 88.9764 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 298466.9900114 Edm = 95.7193 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298184.7917056 Edm = 17.872 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 298180.2472056 Edm = 4.25648 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 298175.0023871 Edm = 1.54493 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 298173.9697119 Edm = 0.0488991 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 298173.7602658 Edm = 0.226735 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 298168.1471818 Edm = 7.45032 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 298165.6418059 Edm = 2.41427 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 298164.0747109 Edm = 1.345 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 298115.2656192 Edm = 25.4631 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298092.8370728 Edm = 9.22894 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 298090.0949188 Edm = 0.178757 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 298089.8975403 Edm = 0.0397029 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 298088.1913535 Edm = 1.62779 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297973.2956256 Edm = 61.6414 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297867.3198118 Edm = 18.2753 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297847.6876086 Edm = 3.42725 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297839.6731018 Edm = 1.00602 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 297838.0964288 Edm = 0.262318 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297837.2055136 Edm = 0.0705962 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297837.0518212 Edm = 0.0289299 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297836.7610479 Edm = 0.151941 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297834.4559821 Edm = 0.991453 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297830.0911947 Edm = 1.11905 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297825.5246979 Edm = 3.97267 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297787.3204633 Edm = 13.5268 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297787.1172325 Edm = 1.02364 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297783.1694184 Edm = 2.73374 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297756.4661189 Edm = 2.29616 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297753.5063781 Edm = 0.198578 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297753.212524 Edm = 0.124102 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297753.1229252 Edm = 0.00825512 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297753.1048183 Edm = 0.00744451 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297752.7874205 Edm = 0.307342 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297742.4347743 Edm = 2.21473 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297739.7067436 Edm = 1.23984 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297738.0972457 Edm = 0.614894 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297737.1717272 Edm = 0.125647 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297736.7614082 Edm = 0.0266621 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297736.7208205 Edm = 0.0100573 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297736.7057778 Edm = 0.00876391 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297736.686266 Edm = 0.00924485 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297736.5908957 Edm = 0.0471259 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297735.8009206 Edm = 1.2696 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297735.5638061 Edm = 0.236453 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297730.2702554 Edm = 3.98155 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297730.15793 Edm = 0.108536 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297729.9713212 Edm = 0.0743092 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297728.7987524 Edm = 0.476358 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297725.7824485 Edm = 2.60832 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297716.3498104 Edm = 6.69387 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297712.9448684 Edm = 2.90195 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297710.3308079 Edm = 0.872971 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297709.6703686 Edm = 0.358826 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297709.368253 Edm = 0.0304939 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297709.3265926 Edm = 0.00652338 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297709.3191063 Edm = 0.00415644 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297709.3027211 Edm = 0.0055503 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297709.2935807 Edm = 0.00315251 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297709.2792324 Edm = 0.0133433 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297707.1264093 Edm = 2.5354 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297707.1144435 Edm = 0.010809 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297706.8906413 Edm = 0.285047 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297706.7843603 Edm = 0.102732 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297706.3301892 Edm = 0.422906 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297692.7938483 Edm = 26.1258 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297677.6681556 Edm = 9.17979 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297660.0646924 Edm = 3.10355 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297656.967773 Edm = 0.482792 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297655.9889228 Edm = 0.490916 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297655.459616 Edm = 0.0608343 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297655.3884261 Edm = 0.00956987 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297655.3779503 Edm = 0.00361025 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297655.37256 Edm = 0.00158862 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297655.3663021 Edm = 0.00445684 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297655.3510185 Edm = 0.00723095 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297655.2390095 Edm = 0.0955891 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297644.8789581 Edm = 6.68762 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297637.9596558 Edm = 5.37462 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297634.3967597 Edm = 2.32419 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297632.5051651 Edm = 0.56303 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297631.9984352 Edm = 0.132992 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297631.9078401 Edm = 0.00774793 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297631.900244 Edm = 0.000669643 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297631.8995155 Edm = 6.0908e-05 NCalls = 315 -VariableMetric: After Hessian - FCN = 297631.8995155 Edm = 3.65503 NCalls = 796 -VariableMetric: Iteration # 95 - FCN = 297631.8995155 Edm = 3.65503 NCalls = 796 -VariableMetric: Iteration # 96 - FCN = 297629.5522057 Edm = 0.608917 NCalls = 798 -VariableMetric: Iteration # 97 - FCN = 297629.0638718 Edm = 0.134196 NCalls = 800 -VariableMetric: Iteration # 98 - FCN = 297628.9825053 Edm = 0.0569671 NCalls = 802 -VariableMetric: Iteration # 99 - FCN = 297628.94405 Edm = 0.0155784 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297628.9288471 Edm = 0.0073714 NCalls = 806 -VariableMetric: Iteration # 101 - FCN = 297628.9165618 Edm = 0.00645945 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297628.9031586 Edm = 0.0163852 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297628.8944071 Edm = 0.00349268 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297628.8904366 Edm = 0.0011631 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297628.8892171 Edm = 0.000415052 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297628.8887921 Edm = 4.93935e-05 NCalls = 819 -VariableMetric: After Hessian - FCN = 297628.8887921 Edm = 7.78706e-05 NCalls = 1304 -VariableMetric: Iteration # 107 - FCN = 297628.8887921 Edm = 7.78706e-05 NCalls = 1304 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300832.5937262 Edm = 15.4701 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300832.5937262 Edm = 15.4701 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298051.8187931 Edm = 0.851092 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298048.5111062 Edm = 1.04174 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297939.9175972 Edm = 112.7 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297596.2425034 Edm = 5.52285 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297585.8702345 Edm = 0.405151 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297585.3171286 Edm = 0.047672 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297583.9066546 Edm = 1.22879 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297467.9381862 Edm = 17.1202 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297448.5439896 Edm = 2.00219 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297446.8699887 Edm = 0.0698394 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297446.7730213 Edm = 0.0535261 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297446.3406446 Edm = 0.0962287 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297445.8447063 Edm = 0.352493 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297421.77768 Edm = 11.8595 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297413.5662843 Edm = 6.55725 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297408.0694219 Edm = 6.70612 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297394.7330245 Edm = 5.49106 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297387.3497138 Edm = 0.0817038 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297387.2380883 Edm = 0.0297075 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297386.7951867 Edm = 0.28669 NCalls = 64 -VariableMetric: Iteration # 21 - FCN = 297371.6224105 Edm = 12.6322 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297337.1753761 Edm = 14.2312 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297324.1940612 Edm = 3.85092 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297321.5011042 Edm = 2.46912 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297300.3670628 Edm = 3.22179 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297298.4739508 Edm = 1.76875 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297297.5847794 Edm = 0.0636648 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297297.4548032 Edm = 0.0232257 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297297.4218656 Edm = 0.00299899 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297297.3950317 Edm = 0.0179531 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297296.9993386 Edm = 0.354389 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297278.1169294 Edm = 7.86552 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297277.3338859 Edm = 2.142 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297274.8542743 Edm = 0.0385282 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297274.7860131 Edm = 0.00405587 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297274.7784174 Edm = 0.00287362 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297274.7682923 Edm = 0.00371725 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297274.7628836 Edm = 0.00134912 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297274.4986253 Edm = 0.286449 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297274.4750621 Edm = 0.0227799 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297272.1138805 Edm = 0.22584 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297265.4568246 Edm = 3.51977 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297262.6554509 Edm = 1.2427 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297260.9120933 Edm = 0.191122 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297260.7050745 Edm = 0.051021 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297260.6139047 Edm = 0.0224773 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297260.5809276 Edm = 0.0052284 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297260.5717301 Edm = 0.00115953 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297260.5682262 Edm = 0.00191626 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297260.4721259 Edm = 0.0921042 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297251.7282234 Edm = 1.53143 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297249.8917908 Edm = 0.663344 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297249.4922529 Edm = 0.237938 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297249.1454019 Edm = 0.300538 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297248.9510386 Edm = 0.0797738 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297248.836731 Edm = 0.0445988 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297248.7870941 Edm = 0.00886715 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297248.77632 Edm = 0.00153927 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297248.773541 Edm = 0.00103128 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297248.7670603 Edm = 0.00588764 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297248.3546959 Edm = 0.4538 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297248.3528304 Edm = 0.0016709 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297248.3444397 Edm = 0.0089778 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297246.9344473 Edm = 0.221238 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297242.3624864 Edm = 2.1818 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297241.1438964 Edm = 0.727641 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297240.1340673 Edm = 0.031004 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297240.0884108 Edm = 0.0105691 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297240.0284451 Edm = 0.0193937 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297239.9997418 Edm = 0.00123187 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297239.9979671 Edm = 0.000600565 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297239.9902899 Edm = 0.00811393 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297239.6481595 Edm = 0.287982 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297235.3374864 Edm = 2.07106 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297235.0293836 Edm = 1.80565 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297234.8194467 Edm = 1.7287 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297234.4875288 Edm = 0.325006 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297234.2978338 Edm = 0.0543232 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297234.2490036 Edm = 0.0307586 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297234.0066477 Edm = 0.167119 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297233.7277709 Edm = 0.104994 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297233.6390309 Edm = 0.0414003 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297233.5800616 Edm = 0.0386675 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297233.5456454 Edm = 0.0156066 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297233.524707 Edm = 0.00263263 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297233.5217128 Edm = 0.00023144 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297233.5213424 Edm = 9.84858e-05 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297233.5202196 Edm = 0.00106089 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297233.4340277 Edm = 0.0797502 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297233.0913644 Edm = 0.54158 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297232.3682441 Edm = 0.119754 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297232.2873532 Edm = 0.100507 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297232.2291815 Edm = 0.00746381 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297232.2201451 Edm = 0.00111457 NCalls = 292 -VariableMetric: Iteration # 95 - FCN = 297232.2191776 Edm = 3.82253e-05 NCalls = 294 -VariableMetric: After Hessian - FCN = 297232.2191776 Edm = 254.429 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297232.2191776 Edm = 254.429 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297232.0583205 Edm = 253.029 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297232.0139936 Edm = 4.871 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297230.7034684 Edm = 0.10299 NCalls = 787 -VariableMetric: Iteration # 100 - FCN = 297230.5589819 Edm = 0.0456331 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297230.4416756 Edm = 0.0721814 NCalls = 792 -VariableMetric: Iteration # 102 - FCN = 297230.3111556 Edm = 0.0491334 NCalls = 795 -VariableMetric: Iteration # 103 - FCN = 297230.2106575 Edm = 0.0367824 NCalls = 797 -VariableMetric: Iteration # 104 - FCN = 297230.1522534 Edm = 0.0249071 NCalls = 800 -VariableMetric: Iteration # 105 - FCN = 297230.1200659 Edm = 0.0135954 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297230.0872076 Edm = 0.0164984 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297230.0413916 Edm = 0.0298659 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297229.9902275 Edm = 0.0502959 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297229.9641382 Edm = 0.0732575 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297229.878985 Edm = 0.0441673 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297229.8512567 Edm = 0.0165194 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297229.8248281 Edm = 0.0308782 NCalls = 822 -VariableMetric: Iteration # 113 - FCN = 297229.8023828 Edm = 0.0406231 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297229.7809011 Edm = 0.0309488 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297229.7247954 Edm = 0.0222706 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297229.676356 Edm = 0.0290044 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297229.6063656 Edm = 0.0380657 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297229.5752487 Edm = 0.091749 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297229.5374741 Edm = 0.034164 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297229.4764721 Edm = 0.0168921 NCalls = 844 -VariableMetric: Iteration # 121 - FCN = 297229.4480715 Edm = 0.0199774 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297229.4235137 Edm = 0.0294679 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297229.3726678 Edm = 0.0403932 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297229.3288663 Edm = 0.0441191 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297229.2759111 Edm = 0.0286937 NCalls = 858 -VariableMetric: Iteration # 126 - FCN = 297229.1981784 Edm = 0.0519806 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297229.0914336 Edm = 0.204225 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297228.8898063 Edm = 0.146377 NCalls = 867 -VariableMetric: Iteration # 129 - FCN = 297228.6894715 Edm = 0.415257 NCalls = 870 -VariableMetric: Iteration # 130 - FCN = 297228.3475825 Edm = 0.185349 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297228.1119717 Edm = 0.271605 NCalls = 878 -VariableMetric: Iteration # 132 - FCN = 297227.9809503 Edm = 0.223898 NCalls = 880 -VariableMetric: Iteration # 133 - FCN = 297227.7371909 Edm = 0.369436 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297227.4215949 Edm = 0.182024 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297227.1502609 Edm = 0.163343 NCalls = 889 -VariableMetric: Iteration # 136 - FCN = 297226.9823773 Edm = 0.162532 NCalls = 891 -VariableMetric: Iteration # 137 - FCN = 297226.9157573 Edm = 0.151732 NCalls = 894 -VariableMetric: Iteration # 138 - FCN = 297226.8057644 Edm = 0.093172 NCalls = 896 -VariableMetric: Iteration # 139 - FCN = 297226.6633933 Edm = 0.0841314 NCalls = 898 -VariableMetric: Iteration # 140 - FCN = 297226.4595599 Edm = 0.133703 NCalls = 901 -VariableMetric: Iteration # 141 - FCN = 297226.3136512 Edm = 0.0468197 NCalls = 904 -VariableMetric: Iteration # 142 - FCN = 297226.283762 Edm = 0.0307936 NCalls = 906 -VariableMetric: Iteration # 143 - FCN = 297226.2624206 Edm = 0.00704751 NCalls = 908 -VariableMetric: Iteration # 144 - FCN = 297226.2522489 Edm = 0.00718348 NCalls = 910 -VariableMetric: Iteration # 145 - FCN = 297226.2409066 Edm = 0.00562969 NCalls = 912 -VariableMetric: Iteration # 146 - FCN = 297226.21662 Edm = 0.0119664 NCalls = 914 -VariableMetric: Iteration # 147 - FCN = 297226.173056 Edm = 0.0112683 NCalls = 917 -VariableMetric: Iteration # 148 - FCN = 297226.1588592 Edm = 0.0051638 NCalls = 919 -VariableMetric: Iteration # 149 - FCN = 297226.1529994 Edm = 0.00175216 NCalls = 921 -VariableMetric: Iteration # 150 - FCN = 297226.1494471 Edm = 0.00203928 NCalls = 923 -VariableMetric: Iteration # 151 - FCN = 297226.1451604 Edm = 0.00411698 NCalls = 926 -VariableMetric: Iteration # 152 - FCN = 297226.1372915 Edm = 0.00357928 NCalls = 929 -VariableMetric: Iteration # 153 - FCN = 297226.1270665 Edm = 0.00611314 NCalls = 932 -VariableMetric: Iteration # 154 - FCN = 297226.1212003 Edm = 0.00474465 NCalls = 934 -VariableMetric: Iteration # 155 - FCN = 297226.1143691 Edm = 0.00242403 NCalls = 937 -VariableMetric: Iteration # 156 - FCN = 297226.1098947 Edm = 0.000948474 NCalls = 939 -VariableMetric: Iteration # 157 - FCN = 297226.1081169 Edm = 0.000632248 NCalls = 942 -VariableMetric: Iteration # 158 - FCN = 297226.1074033 Edm = 0.000275622 NCalls = 944 -VariableMetric: Iteration # 159 - FCN = 297226.1067722 Edm = 0.000190728 NCalls = 946 -VariableMetric: Iteration # 160 - FCN = 297226.1061694 Edm = 8.66612e-05 NCalls = 948 -VariableMetric: Iteration # 161 - FCN = 297226.1060038 Edm = 1.08819e-05 NCalls = 950 -VariableMetric: After Hessian - FCN = 297226.1060038 Edm = 0.000426664 NCalls = 1445 -VariableMetric: Iteration # 162 - FCN = 297226.1060038 Edm = 0.000426664 NCalls = 1445 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320821.0929857 Edm = 68.2339 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320821.0929857 Edm = 68.2339 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298780.8751633 Edm = 1.28439 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298748.3298946 Edm = 1.07037 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298717.0458478 Edm = 25.1752 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298602.0700268 Edm = 5.26038 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298596.3908518 Edm = 1.75155 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298589.0912507 Edm = 5.50981 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298237.6459408 Edm = 218.021 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297699.3885765 Edm = 355.368 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297568.8564026 Edm = 8.58068 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297562.3536797 Edm = 0.0464943 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297562.1497522 Edm = 0.164855 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297541.5351671 Edm = 32.4316 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297539.9899638 Edm = 1.59837 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297537.3218536 Edm = 2.30241 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297489.0292061 Edm = 0.738679 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297487.8905181 Edm = 0.0848485 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297487.7526884 Edm = 0.00914496 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297487.728677 Edm = 0.00936286 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297487.2577528 Edm = 0.457364 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297462.2326017 Edm = 5.9676 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297456.5049941 Edm = 0.624316 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297455.8072119 Edm = 0.278212 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297455.3624899 Edm = 0.070674 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297455.2857753 Edm = 0.0019872 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297455.2815799 Edm = 0.00323022 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297455.0541881 Edm = 0.202546 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297447.4145967 Edm = 6.20968 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297440.7379148 Edm = 0.476182 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297440.3242793 Edm = 0.182832 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297440.2456237 Edm = 0.0315222 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297440.1727009 Edm = 0.0103413 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297440.1554258 Edm = 0.00298643 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297440.1328243 Edm = 0.0165923 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297439.8149222 Edm = 0.373699 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297434.0116283 Edm = 6.73954 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297433.8983286 Edm = 0.160187 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297433.1306151 Edm = 0.841321 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297430.2745837 Edm = 0.503624 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297429.5566457 Edm = 0.013479 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297429.5389779 Edm = 0.00410996 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297429.5260075 Edm = 0.00397432 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297429.5175046 Edm = 0.00147487 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297429.513904 Edm = 0.00166754 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297429.4715169 Edm = 0.0538718 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297429.2081969 Edm = 0.235059 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297426.8885839 Edm = 2.6863 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297425.528778 Edm = 4.4692 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297418.5422674 Edm = 2.0926 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297416.3116403 Edm = 2.56103 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297413.9700276 Edm = 0.732005 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297411.4403354 Edm = 1.956 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297410.1301367 Edm = 0.644506 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297409.1365735 Edm = 0.37957 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297408.5615609 Edm = 0.15636 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297408.363197 Edm = 0.027042 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297408.3421354 Edm = 0.00548464 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297408.3359802 Edm = 0.000811293 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297408.3338547 Edm = 0.00138837 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297408.3254011 Edm = 0.00185147 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297408.3213701 Edm = 0.00139872 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297408.2539752 Edm = 0.0679354 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297407.9436744 Edm = 0.243351 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297406.4412435 Edm = 1.07601 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297405.2588638 Edm = 0.261801 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297405.1131415 Edm = 0.0622803 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297405.0584333 Edm = 0.017932 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297405.0395204 Edm = 0.00122177 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297405.0382758 Edm = 0.000100487 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297405.0379054 Edm = 0.000235999 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297405.0340325 Edm = 0.00280911 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297404.9051759 Edm = 0.100022 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297404.0581824 Edm = 0.111653 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297403.87594 Edm = 0.0624743 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297403.8182275 Edm = 0.023668 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297403.8048042 Edm = 0.000959719 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297403.8039585 Edm = 0.000161685 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297403.8007754 Edm = 0.00288559 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297403.6661185 Edm = 0.104574 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297403.0009421 Edm = 0.183756 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297402.7836106 Edm = 0.0108935 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297402.7762638 Edm = 0.000819287 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297402.7756754 Edm = 6.08764e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297402.7756754 Edm = 1.50419 NCalls = 736 -VariableMetric: Iteration # 83 - FCN = 297402.7756754 Edm = 1.50419 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297401.388908 Edm = 0.129181 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297401.2853661 Edm = 0.0190692 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297401.2575147 Edm = 0.00243524 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297401.2539694 Edm = 0.00105327 NCalls = 744 -VariableMetric: Iteration # 88 - FCN = 297401.2513839 Edm = 0.000421658 NCalls = 746 -VariableMetric: Iteration # 89 - FCN = 297401.2507493 Edm = 4.51344e-05 NCalls = 748 -VariableMetric: After Hessian - FCN = 297401.2507493 Edm = 3.88079e-05 NCalls = 1229 -VariableMetric: Iteration # 90 - FCN = 297401.2507493 Edm = 3.88079e-05 NCalls = 1229 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310904.0905092 Edm = 132.729 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310904.0905092 Edm = 132.729 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303504.9378328 Edm = 19.5569 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 303409.0289715 Edm = 66.0909 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 303043.5906429 Edm = 258.279 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 301041.7845433 Edm = 9.50593 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 300911.493442 Edm = 10.5809 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 300838.9374265 Edm = 1.90041 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 300834.2961485 Edm = 0.910387 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 300832.6264088 Edm = 1.25752 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 300789.6283008 Edm = 50.625 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 300772.0844057 Edm = 18.7982 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 300752.048643 Edm = 14.3384 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 300572.044312 Edm = 390.462 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298056.9106253 Edm = 105.1 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298006.127084 Edm = 38.0815 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297953.8932661 Edm = 120.913 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297828.6842628 Edm = 102.301 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297765.3010817 Edm = 9.36073 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297756.3735302 Edm = 0.495999 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297755.5501961 Edm = 0.550118 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297731.5832756 Edm = 29.6027 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297718.170873 Edm = 11.0941 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297598.4454987 Edm = 7.16929 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297587.1397934 Edm = 1.34634 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297582.10912 Edm = 0.440179 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297581.5377782 Edm = 0.0254671 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297581.4464829 Edm = 0.0471685 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297581.0780575 Edm = 0.38555 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297578.8827492 Edm = 2.63561 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297578.3076226 Edm = 0.531975 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297576.5681587 Edm = 1.34766 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297539.0544398 Edm = 28.2317 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297502.6274715 Edm = 9.06515 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297494.89138 Edm = 2.60462 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297493.4211423 Edm = 0.379179 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297492.1108547 Edm = 0.0380122 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297491.9502686 Edm = 0.128298 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297485.100844 Edm = 11.2424 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297483.4650459 Edm = 2.01849 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297480.3713656 Edm = 2.07923 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297455.9936101 Edm = 15.1172 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297362.0060777 Edm = 20.8724 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297336.3322467 Edm = 7.18273 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297319.8217285 Edm = 1.68987 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297317.7499134 Edm = 0.669669 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297317.4353693 Edm = 0.246531 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297317.1591655 Edm = 0.0709573 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297317.059085 Edm = 0.00833258 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297317.0274167 Edm = 0.0223 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297316.271976 Edm = 0.608663 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297309.193786 Edm = 5.90825 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297304.9239031 Edm = 3.88968 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297301.1167483 Edm = 1.28591 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297298.5860069 Edm = 0.637054 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297297.3173547 Edm = 0.430233 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297296.9946355 Edm = 0.0806216 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297296.8878573 Edm = 0.00508967 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297296.8822008 Edm = 0.00107575 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297296.8764572 Edm = 0.0041477 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297296.69032 Edm = 0.195167 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297295.6762717 Edm = 1.02769 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297294.8540574 Edm = 0.950069 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297294.8335773 Edm = 0.0173358 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297294.5489149 Edm = 0.447419 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297294.5253752 Edm = 0.0203999 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297293.6719068 Edm = 0.956682 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297293.5493846 Edm = 0.116403 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297292.5471022 Edm = 3.27137 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297289.4797232 Edm = 1.55981 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297289.4009919 Edm = 0.22699 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297288.6549453 Edm = 0.635043 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297285.2110747 Edm = 1.71282 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297281.0590687 Edm = 0.545634 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297280.2830581 Edm = 0.20709 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297280.0481287 Edm = 0.0622309 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297279.9777506 Edm = 0.00622617 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297279.969122 Edm = 0.000738737 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297279.9683391 Edm = 0.000428084 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297279.9555051 Edm = 0.012101 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297278.4315492 Edm = 0.917645 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297276.5645884 Edm = 0.347678 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297276.3434693 Edm = 0.0329525 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297276.3129706 Edm = 0.00113129 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297276.3118575 Edm = 0.000156525 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297276.3096991 Edm = 0.0018302 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297276.2238801 Edm = 0.065986 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297274.2815783 Edm = 0.460668 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297273.6943837 Edm = 0.00522683 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297273.6881121 Edm = 0.000124396 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297273.6878835 Edm = 9.10041e-05 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297273.6839586 Edm = 0.00366514 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297273.4897437 Edm = 0.130801 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297273.018266 Edm = 0.0279207 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297272.9920412 Edm = 0.0016217 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297272.9904336 Edm = 4.99216e-05 NCalls = 309 -VariableMetric: After Hessian - FCN = 297272.9904336 Edm = 29.4122 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297272.9904336 Edm = 29.4122 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297272.5067922 Edm = 0.496018 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297272.3270152 Edm = 2.82016 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297271.2742859 Edm = 0.179555 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297269.0692437 Edm = 8.78661 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297268.3830376 Edm = 1.33819 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297268.0764515 Edm = 0.385328 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297267.0317531 Edm = 1.58716 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297265.3738159 Edm = 2.19337 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297263.0666012 Edm = 0.868234 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297260.4891773 Edm = 0.714461 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297259.870556 Edm = 0.474638 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297259.2773357 Edm = 0.185621 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297259.0671713 Edm = 0.0507735 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297258.9629377 Edm = 0.0463069 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297258.8856452 Edm = 0.00980026 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297258.8637204 Edm = 0.00437531 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297258.8558102 Edm = 0.00367611 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297258.8415778 Edm = 0.00413707 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297258.8336164 Edm = 0.00288636 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297258.8247978 Edm = 0.00184442 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297258.8159648 Edm = 0.00703538 NCalls = 843 -VariableMetric: Iteration # 117 - FCN = 297258.7755798 Edm = 0.00785132 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297258.7604972 Edm = 0.00569544 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297258.7458451 Edm = 0.00427748 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297258.7387758 Edm = 0.0025808 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297258.7314581 Edm = 0.00127177 NCalls = 855 -VariableMetric: Iteration # 122 - FCN = 297258.7258419 Edm = 0.00262315 NCalls = 857 -VariableMetric: Iteration # 123 - FCN = 297258.7164862 Edm = 0.00177649 NCalls = 859 -VariableMetric: Iteration # 124 - FCN = 297258.7087157 Edm = 0.00184635 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297258.7042355 Edm = 0.00126183 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297258.7003915 Edm = 0.00037754 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297258.6997558 Edm = 0.000137011 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297258.6994199 Edm = 3.71066e-05 NCalls = 869 -VariableMetric: After Hessian - FCN = 297258.6994199 Edm = 0.000162267 NCalls = 1360 -VariableMetric: Iteration # 129 - FCN = 297258.6994199 Edm = 0.000162267 NCalls = 1360 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311765.3093335 Edm = 20.3634 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311765.3093335 Edm = 20.3634 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302466.1134756 Edm = 4.33936 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302426.1124578 Edm = 65.8757 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302400.9808056 Edm = 12.437 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 301640.8846486 Edm = 189.808 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299792.3160778 Edm = 1065.69 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298747.8881955 Edm = 143.883 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298396.4698783 Edm = 60.7754 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298346.1347005 Edm = 15.3448 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298332.1460658 Edm = 3.28477 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298309.1566099 Edm = 25.0583 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297994.2635114 Edm = 114.607 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297963.108515 Edm = 257.312 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297617.7580009 Edm = 205.78 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297471.372029 Edm = 13.7034 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297463.5786125 Edm = 2.24814 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297461.6870817 Edm = 0.152378 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297461.5029733 Edm = 0.0251546 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297459.1792852 Edm = 1.83566 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297399.1876926 Edm = 11.632 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297371.1062253 Edm = 12.8571 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297327.8121884 Edm = 9.61527 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297323.7967127 Edm = 24.6371 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297317.5824333 Edm = 0.0745236 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297317.4274557 Edm = 0.0165203 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297316.8849373 Edm = 0.449434 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297299.9532272 Edm = 6.3951 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297289.4352124 Edm = 1.84388 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297287.7101975 Edm = 0.620009 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297286.8407436 Edm = 0.194263 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297286.4753259 Edm = 0.324468 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297282.3271868 Edm = 2.58068 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297281.8951292 Edm = 1.41467 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297281.2344303 Edm = 0.672815 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297280.1833123 Edm = 0.0116895 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297280.1497622 Edm = 0.0259591 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297279.8406768 Edm = 0.342552 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297278.2223212 Edm = 1.22892 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297261.0864172 Edm = 2.79624 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297258.2165675 Edm = 2.8442 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297255.0113123 Edm = 2.05404 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297251.3033702 Edm = 5.54427 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297244.9797414 Edm = 2.49462 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297239.776982 Edm = 6.71485 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297237.7444369 Edm = 4.92824 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297230.1005433 Edm = 2.83902 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297222.3880179 Edm = 2.20527 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297220.5077872 Edm = 2.704 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297217.9211341 Edm = 2.20995 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297213.7485641 Edm = 5.4595 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297207.1361725 Edm = 0.268149 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297206.7336052 Edm = 0.3336 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297206.2972613 Edm = 0.44045 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297205.3385499 Edm = 0.560297 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297204.0927217 Edm = 0.632448 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297202.9648508 Edm = 0.706503 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297201.7595096 Edm = 0.504377 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297201.2148016 Edm = 0.717168 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297200.6802657 Edm = 0.267391 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297200.0294227 Edm = 0.648168 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297199.1693173 Edm = 0.508485 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297198.6730782 Edm = 0.362376 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297197.9985496 Edm = 0.170547 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297197.7553829 Edm = 0.208151 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297197.6638317 Edm = 0.0247196 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297197.5912408 Edm = 0.0346775 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297197.5279428 Edm = 0.0506013 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297197.1762616 Edm = 0.166936 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297196.6022942 Edm = 0.18661 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297195.8942704 Edm = 0.841038 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297195.1516576 Edm = 0.880741 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297193.7119631 Edm = 1.50342 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297191.4052913 Edm = 1.52494 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297190.8074511 Edm = 0.995576 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297189.6222812 Edm = 1.54175 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297189.2557755 Edm = 0.4344 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297188.5060639 Edm = 0.506337 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297185.557294 Edm = 2.20229 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297181.2682147 Edm = 1.19615 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297179.9261916 Edm = 0.921949 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297179.074392 Edm = 0.455065 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297177.3678788 Edm = 1.21664 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297170.4020527 Edm = 1.58358 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297167.3904087 Edm = 0.990432 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297163.4253558 Edm = 2.83989 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297159.2285603 Edm = 23.8006 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297157.9464941 Edm = 5.80545 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297152.4632215 Edm = 5.22129 NCalls = 304 -VariableMetric: Iteration # 88 - FCN = 297148.7836203 Edm = 7.55664 NCalls = 308 -VariableMetric: Iteration # 89 - FCN = 297142.7721342 Edm = 2.6489 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297139.4441539 Edm = 0.663725 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297138.2402924 Edm = 0.472657 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297137.8645278 Edm = 0.249908 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297137.4731501 Edm = 0.114243 NCalls = 320 -VariableMetric: Iteration # 94 - FCN = 297137.2949189 Edm = 0.0161735 NCalls = 322 -VariableMetric: Iteration # 95 - FCN = 297137.280169 Edm = 0.00648029 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297137.2684642 Edm = 0.00269841 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297137.2443056 Edm = 0.0128726 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297137.1983635 Edm = 0.00267074 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 297137.1957482 Edm = 0.000695738 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297137.1736002 Edm = 0.0212858 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297132.8610314 Edm = 4.82634 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297130.6708659 Edm = 0.648361 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297129.8407053 Edm = 0.185641 NCalls = 351 -VariableMetric: Iteration # 104 - FCN = 297129.728435 Edm = 0.0209066 NCalls = 353 -VariableMetric: Iteration # 105 - FCN = 297129.7033431 Edm = 0.00375602 NCalls = 355 -VariableMetric: Iteration # 106 - FCN = 297129.6971043 Edm = 0.000945462 NCalls = 357 -VariableMetric: Iteration # 107 - FCN = 297129.6949375 Edm = 0.00122379 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297129.6900995 Edm = 0.00205365 NCalls = 362 -VariableMetric: Iteration # 109 - FCN = 297129.6768473 Edm = 0.00619855 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297129.5361953 Edm = 0.103737 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297128.6374095 Edm = 0.785792 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297127.978544 Edm = 2.42838 NCalls = 378 -VariableMetric: Iteration # 113 - FCN = 297126.988853 Edm = 0.916423 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297125.6287805 Edm = 0.614725 NCalls = 388 -VariableMetric: Iteration # 115 - FCN = 297125.0477619 Edm = 1.14086 NCalls = 391 -VariableMetric: Iteration # 116 - FCN = 297124.0824799 Edm = 2.27886 NCalls = 394 -VariableMetric: Iteration # 117 - FCN = 297123.3838912 Edm = 2.91703 NCalls = 397 -VariableMetric: Iteration # 118 - FCN = 297122.2971144 Edm = 2.4954 NCalls = 399 -VariableMetric: Iteration # 119 - FCN = 297121.1051265 Edm = 0.387674 NCalls = 402 -VariableMetric: Iteration # 120 - FCN = 297120.7381939 Edm = 0.396753 NCalls = 404 -VariableMetric: Iteration # 121 - FCN = 297120.3717443 Edm = 0.15368 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297120.1374569 Edm = 0.168911 NCalls = 409 -VariableMetric: Iteration # 123 - FCN = 297119.5538562 Edm = 0.485116 NCalls = 412 -VariableMetric: Iteration # 124 - FCN = 297118.879306 Edm = 0.6601 NCalls = 414 -VariableMetric: Iteration # 125 - FCN = 297118.3048009 Edm = 0.993462 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297116.5879907 Edm = 1.20664 NCalls = 421 -VariableMetric: Iteration # 127 - FCN = 297114.7243975 Edm = 0.253233 NCalls = 424 -VariableMetric: Iteration # 128 - FCN = 297114.5066703 Edm = 0.182836 NCalls = 427 -VariableMetric: Iteration # 129 - FCN = 297113.9767107 Edm = 1.51398 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297113.6174057 Edm = 0.731258 NCalls = 440 -VariableMetric: Iteration # 131 - FCN = 297113.3664476 Edm = 0.771837 NCalls = 443 -VariableMetric: Iteration # 132 - FCN = 297112.4403706 Edm = 0.436781 NCalls = 446 -VariableMetric: Iteration # 133 - FCN = 297111.2771344 Edm = 0.676402 NCalls = 448 -VariableMetric: Iteration # 134 - FCN = 297110.4444184 Edm = 0.77505 NCalls = 451 -VariableMetric: Iteration # 135 - FCN = 297109.7820464 Edm = 1.01084 NCalls = 454 -VariableMetric: Iteration # 136 - FCN = 297108.7562773 Edm = 0.679846 NCalls = 457 -VariableMetric: Iteration # 137 - FCN = 297108.1841921 Edm = 0.0800072 NCalls = 460 -VariableMetric: Iteration # 138 - FCN = 297108.1281485 Edm = 0.0150749 NCalls = 462 -VariableMetric: Iteration # 139 - FCN = 297108.1181861 Edm = 0.0014163 NCalls = 464 -VariableMetric: Iteration # 140 - FCN = 297108.11507 Edm = 0.00128863 NCalls = 466 -VariableMetric: Iteration # 141 - FCN = 297108.1019864 Edm = 0.0135754 NCalls = 469 -VariableMetric: Iteration # 142 - FCN = 297108.0456775 Edm = 0.04587 NCalls = 474 -VariableMetric: Iteration # 143 - FCN = 297107.8340792 Edm = 0.160071 NCalls = 476 -VariableMetric: Iteration # 144 - FCN = 297106.1111012 Edm = 1.11448 NCalls = 479 -VariableMetric: Iteration # 145 - FCN = 297102.4322633 Edm = 0.13928 NCalls = 482 -VariableMetric: Iteration # 146 - FCN = 297102.2861997 Edm = 0.00598906 NCalls = 484 -VariableMetric: Iteration # 147 - FCN = 297102.2805833 Edm = 0.000414827 NCalls = 485 -VariableMetric: Iteration # 148 - FCN = 297102.2801803 Edm = 4.27917e-05 NCalls = 487 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305128.4280466 Edm = 12.6786 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305128.4280466 Edm = 12.6786 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299891.0020189 Edm = 2.64049 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299342.4702374 Edm = 1.40729 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299312.8326055 Edm = 43.4275 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299185.6805487 Edm = 87.4394 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298032.5250597 Edm = 14.9041 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298021.5688416 Edm = 41.9178 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298011.0889506 Edm = 2.97388 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298001.7194514 Edm = 3.65946 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297968.9057979 Edm = 21.1605 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297882.9479121 Edm = 64.7883 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297740.1781071 Edm = 172.496 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297722.1377424 Edm = 0.65143 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297721.3518687 Edm = 0.217925 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297718.2192934 Edm = 3.78104 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297696.5273872 Edm = 7.05465 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297691.9306618 Edm = 19.4561 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297683.1850152 Edm = 4.93645 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297675.1637925 Edm = 0.229567 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297674.9021622 Edm = 0.139128 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297674.5891058 Edm = 0.307656 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297665.8741655 Edm = 5.96824 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297649.9347458 Edm = 0.146591 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297649.7812241 Edm = 0.0149871 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297649.6525921 Edm = 0.082545 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297641.9362091 Edm = 10.9163 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297641.6414634 Edm = 0.463431 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297633.0404807 Edm = 9.37742 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297631.6325554 Edm = 4.07388 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297630.7550031 Edm = 0.925718 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297627.1283629 Edm = 2.63237 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297619.8973976 Edm = 4.30681 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297610.4407321 Edm = 0.865498 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297609.2570564 Edm = 1.44476 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297608.4339487 Edm = 0.242936 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297608.1906625 Edm = 0.0271442 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297608.1430451 Edm = 0.0339234 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297592.0135034 Edm = 8.70999 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297563.0312974 Edm = 16.5239 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297529.6319719 Edm = 7.45627 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297525.3142506 Edm = 2.35672 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297524.5899971 Edm = 0.298566 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297524.0752664 Edm = 0.172474 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297523.7469659 Edm = 0.102112 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297523.6136218 Edm = 0.00744553 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297523.5850815 Edm = 0.019681 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297519.4446854 Edm = 3.3447 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297496.2938209 Edm = 2.5522 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297493.5683836 Edm = 0.972762 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297492.4545626 Edm = 0.833131 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297490.5040077 Edm = 2.77934 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297489.961685 Edm = 0.492682 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297485.0231331 Edm = 3.59265 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297483.0605355 Edm = 1.23326 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297480.5333322 Edm = 0.28997 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297480.0799188 Edm = 0.141894 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297479.9769676 Edm = 0.0854165 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297479.8201167 Edm = 0.0602305 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297479.6041099 Edm = 0.210481 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297479.531091 Edm = 0.291267 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297479.2941845 Edm = 0.538116 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297479.1387848 Edm = 0.113872 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297478.74262 Edm = 0.0437353 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297478.6789647 Edm = 0.0133597 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297478.6694995 Edm = 0.00329754 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297478.6660653 Edm = 0.00044947 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297478.660639 Edm = 0.00462935 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297477.6698079 Edm = 0.796027 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297472.1133852 Edm = 1.81734 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297469.0820463 Edm = 0.143631 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297469.0087801 Edm = 0.0811599 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297468.9597771 Edm = 0.00144917 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297468.9573963 Edm = 0.000327917 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297468.9567093 Edm = 0.000313518 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297468.9370872 Edm = 0.0180737 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297467.3662639 Edm = 1.60031 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297465.4071784 Edm = 1.3691 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297459.9527954 Edm = 0.597744 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297459.3868397 Edm = 0.102179 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297459.2412207 Edm = 0.0102316 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297459.2298219 Edm = 0.000849531 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297459.2283669 Edm = 0.000673577 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297459.2249322 Edm = 0.00237743 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297459.1548327 Edm = 0.0573127 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297457.7321369 Edm = 0.756466 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297456.5384585 Edm = 0.167962 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297456.3776146 Edm = 0.0076111 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297456.3700649 Edm = 0.000526576 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297456.3694721 Edm = 6.62992e-05 NCalls = 278 -VariableMetric: After Hessian - FCN = 297456.3694721 Edm = 296.382 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297456.3694721 Edm = 296.382 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297455.2990898 Edm = 89.1009 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297454.2318098 Edm = 3.4265 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297450.8163606 Edm = 1.29956 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297449.2919182 Edm = 1.26642 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297447.0925362 Edm = 6.68301 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297444.8771656 Edm = 3.01969 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297441.9460652 Edm = 3.65412 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297439.7318855 Edm = 1.21516 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297436.8656395 Edm = 1.3556 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297435.5384491 Edm = 0.269792 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297434.8532351 Edm = 0.319016 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297434.4443277 Edm = 0.0958859 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297434.2370354 Edm = 0.0630491 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297434.093165 Edm = 0.0292067 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297433.9719702 Edm = 0.0328917 NCalls = 793 -VariableMetric: Iteration # 105 - FCN = 297433.8958759 Edm = 0.0258469 NCalls = 795 -VariableMetric: Iteration # 106 - FCN = 297433.7936706 Edm = 0.0590994 NCalls = 797 -VariableMetric: Iteration # 107 - FCN = 297433.6842817 Edm = 0.0351671 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297433.612369 Edm = 0.0290427 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297433.4717235 Edm = 0.0308705 NCalls = 806 -VariableMetric: Iteration # 110 - FCN = 297433.4257706 Edm = 0.00982678 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297433.4181366 Edm = 0.0166403 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297433.3980663 Edm = 0.0069077 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297433.3871324 Edm = 0.00145382 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297433.3838449 Edm = 0.00116609 NCalls = 816 -VariableMetric: Iteration # 115 - FCN = 297433.3792912 Edm = 0.00112475 NCalls = 818 -VariableMetric: Iteration # 116 - FCN = 297433.3771413 Edm = 0.0013799 NCalls = 820 -VariableMetric: Iteration # 117 - FCN = 297433.3739459 Edm = 0.00179792 NCalls = 823 -VariableMetric: Iteration # 118 - FCN = 297433.3689718 Edm = 0.00102221 NCalls = 825 -VariableMetric: Iteration # 119 - FCN = 297433.3662691 Edm = 0.000860446 NCalls = 827 -VariableMetric: Iteration # 120 - FCN = 297433.3634016 Edm = 0.00127246 NCalls = 829 -VariableMetric: Iteration # 121 - FCN = 297433.3600533 Edm = 0.00104295 NCalls = 831 -VariableMetric: Iteration # 122 - FCN = 297433.3578244 Edm = 0.00115961 NCalls = 834 -VariableMetric: Iteration # 123 - FCN = 297433.3535236 Edm = 0.00185174 NCalls = 837 -VariableMetric: Iteration # 124 - FCN = 297433.3490972 Edm = 0.00177315 NCalls = 840 -VariableMetric: Iteration # 125 - FCN = 297433.344581 Edm = 0.00341438 NCalls = 842 -VariableMetric: Iteration # 126 - FCN = 297433.339647 Edm = 0.00191575 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297433.3362589 Edm = 0.00115387 NCalls = 847 -VariableMetric: Iteration # 128 - FCN = 297433.3328857 Edm = 0.00140584 NCalls = 850 -VariableMetric: Iteration # 129 - FCN = 297433.3306119 Edm = 0.00224763 NCalls = 853 -VariableMetric: Iteration # 130 - FCN = 297433.3284011 Edm = 0.00193965 NCalls = 855 -VariableMetric: Iteration # 131 - FCN = 297433.3252604 Edm = 0.00177022 NCalls = 858 -VariableMetric: Iteration # 132 - FCN = 297433.3226709 Edm = 0.00109748 NCalls = 860 -VariableMetric: Iteration # 133 - FCN = 297433.3210544 Edm = 0.000968452 NCalls = 863 -VariableMetric: Iteration # 134 - FCN = 297433.3193498 Edm = 0.00105855 NCalls = 865 -VariableMetric: Iteration # 135 - FCN = 297433.3183536 Edm = 0.0003562 NCalls = 866 -VariableMetric: Iteration # 136 - FCN = 297433.3177231 Edm = 0.000378043 NCalls = 868 -VariableMetric: Iteration # 137 - FCN = 297433.3167938 Edm = 0.000550196 NCalls = 870 -VariableMetric: Iteration # 138 - FCN = 297433.31565 Edm = 0.000202845 NCalls = 872 -VariableMetric: Iteration # 139 - FCN = 297433.3150977 Edm = 0.000187089 NCalls = 875 -VariableMetric: Iteration # 140 - FCN = 297433.3146451 Edm = 8.85142e-05 NCalls = 877 -VariableMetric: Iteration # 141 - FCN = 297433.3144191 Edm = 0.000143662 NCalls = 879 -VariableMetric: Iteration # 142 - FCN = 297433.3142367 Edm = 4.01889e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297433.3142367 Edm = 0.0150217 NCalls = 1364 -VariableMetric: Iteration # 143 - FCN = 297433.3142367 Edm = 0.0150217 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324962.5597649 Edm = 48.4384 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324962.5597649 Edm = 48.4384 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 317018.1428237 Edm = 91.3314 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 316966.9445041 Edm = 193.857 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 312543.0047538 Edm = 12177.7 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 309395.0668512 Edm = 2387.03 NCalls = 34 -VariableMetric: Iteration # 5 - FCN = 300530.6418174 Edm = 1332.77 NCalls = 40 -VariableMetric: Iteration # 6 - FCN = 298273.5688083 Edm = 78.7178 NCalls = 45 -VariableMetric: Iteration # 7 - FCN = 297957.6658859 Edm = 462.408 NCalls = 49 -VariableMetric: Iteration # 8 - FCN = 297745.8603535 Edm = 5.73797 NCalls = 52 -VariableMetric: Iteration # 9 - FCN = 297732.7673098 Edm = 0.463975 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 297728.6975658 Edm = 3.1094 NCalls = 58 -VariableMetric: Iteration # 11 - FCN = 297526.988168 Edm = 37.257 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 297497.2943805 Edm = 0.36134 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 297496.8554013 Edm = 0.0561417 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 297494.2415555 Edm = 2.14366 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 297447.1865099 Edm = 1.76806 NCalls = 76 -VariableMetric: Iteration # 16 - FCN = 297442.5857269 Edm = 3.14899 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297440.2496516 Edm = 0.190677 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297439.9721599 Edm = 0.0443261 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297439.3544742 Edm = 0.463306 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297332.8106197 Edm = 57.982 NCalls = 95 -VariableMetric: Iteration # 21 - FCN = 297256.1378764 Edm = 71.0063 NCalls = 98 -VariableMetric: Iteration # 22 - FCN = 297245.1574108 Edm = 0.783102 NCalls = 100 -VariableMetric: Iteration # 23 - FCN = 297244.3601249 Edm = 0.199359 NCalls = 102 -VariableMetric: Iteration # 24 - FCN = 297242.9495308 Edm = 0.442906 NCalls = 105 -VariableMetric: Iteration # 25 - FCN = 297242.1945769 Edm = 0.00895612 NCalls = 107 -VariableMetric: Iteration # 26 - FCN = 297242.1675049 Edm = 0.0157029 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297234.820769 Edm = 5.88868 NCalls = 117 -VariableMetric: Iteration # 28 - FCN = 297202.7583437 Edm = 25.3682 NCalls = 121 -VariableMetric: Iteration # 29 - FCN = 297193.6363552 Edm = 2.20557 NCalls = 124 -VariableMetric: Iteration # 30 - FCN = 297191.2692165 Edm = 0.112264 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297191.1521221 Edm = 0.0118471 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297191.1043838 Edm = 0.0102583 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297191.0861541 Edm = 0.00447007 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297190.570188 Edm = 0.454371 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297171.0736161 Edm = 17.6883 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297160.3586196 Edm = 5.47006 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297154.4032909 Edm = 0.629234 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297153.9383042 Edm = 0.0673608 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297153.8258085 Edm = 0.0315475 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297153.7106057 Edm = 0.0172615 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297153.6824762 Edm = 0.0017229 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297153.6779804 Edm = 0.00317428 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297152.9530497 Edm = 0.706038 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297136.6046061 Edm = 8.12299 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297121.3782819 Edm = 2.09856 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297119.472802 Edm = 0.760992 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297119.2664226 Edm = 0.0460807 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297119.2038693 Edm = 0.0570151 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297119.1592697 Edm = 0.0171666 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297119.125987 Edm = 0.00674373 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297119.11508 Edm = 0.00311827 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297119.109158 Edm = 0.00198145 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297119.1048392 Edm = 0.00344844 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297119.1033592 Edm = 0.00107142 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297119.101485 Edm = 0.00108877 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297119.1003161 Edm = 0.00117094 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297119.0967098 Edm = 0.00130543 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297119.0922132 Edm = 0.00282001 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297119.0895009 Edm = 0.00502312 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297119.0701112 Edm = 0.0172851 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297118.5279405 Edm = 18.4972 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297118.2528534 Edm = 0.0989442 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297118.1709268 Edm = 0.0187088 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297117.6562239 Edm = 0.47068 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297112.001622 Edm = 3.04966 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297107.875241 Edm = 2.99796 NCalls = 243 -VariableMetric: Iteration # 67 - FCN = 297104.7864083 Edm = 2.05277 NCalls = 245 -VariableMetric: Iteration # 68 - FCN = 297095.3538059 Edm = 4.762 NCalls = 251 -VariableMetric: Iteration # 69 - FCN = 297090.9580758 Edm = 8.61135 NCalls = 253 -VariableMetric: Iteration # 70 - FCN = 297087.3105793 Edm = 3.21522 NCalls = 256 -VariableMetric: Iteration # 71 - FCN = 297085.1728879 Edm = 1.46171 NCalls = 258 -VariableMetric: Iteration # 72 - FCN = 297084.2271371 Edm = 0.108189 NCalls = 261 -VariableMetric: Iteration # 73 - FCN = 297084.1131018 Edm = 0.00829281 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297084.103331 Edm = 0.00207475 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297084.0942737 Edm = 0.00644541 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297083.9865825 Edm = 0.0247457 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297083.9410317 Edm = 0.0203341 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297083.5584452 Edm = 0.445021 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297083.0850009 Edm = 1.84244 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297082.9107797 Edm = 0.411077 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297081.4592569 Edm = 1.47954 NCalls = 294 -VariableMetric: Iteration # 82 - FCN = 297079.7747496 Edm = 2.07937 NCalls = 300 -VariableMetric: Iteration # 83 - FCN = 297079.5823965 Edm = 0.157832 NCalls = 303 -VariableMetric: Iteration # 84 - FCN = 297078.5612904 Edm = 0.820607 NCalls = 307 -VariableMetric: Iteration # 85 - FCN = 297076.8001682 Edm = 0.283591 NCalls = 310 -VariableMetric: Iteration # 86 - FCN = 297075.9919371 Edm = 0.269389 NCalls = 313 -VariableMetric: Iteration # 87 - FCN = 297074.9050284 Edm = 1.03396 NCalls = 316 -VariableMetric: Iteration # 88 - FCN = 297072.9413538 Edm = 1.29219 NCalls = 319 -VariableMetric: Iteration # 89 - FCN = 297070.2139989 Edm = 0.624153 NCalls = 322 -VariableMetric: Iteration # 90 - FCN = 297068.4805845 Edm = 0.316345 NCalls = 324 -VariableMetric: Iteration # 91 - FCN = 297067.865619 Edm = 0.4535 NCalls = 327 -VariableMetric: Iteration # 92 - FCN = 297067.7251748 Edm = 0.11729 NCalls = 329 -VariableMetric: Iteration # 93 - FCN = 297067.5955875 Edm = 0.0226868 NCalls = 331 -VariableMetric: Iteration # 94 - FCN = 297067.5681449 Edm = 0.00509282 NCalls = 333 -VariableMetric: Iteration # 95 - FCN = 297067.5516673 Edm = 0.0117718 NCalls = 335 -VariableMetric: Iteration # 96 - FCN = 297067.4532267 Edm = 0.105338 NCalls = 340 -VariableMetric: Iteration # 97 - FCN = 297067.1341408 Edm = 0.470922 NCalls = 345 -VariableMetric: Iteration # 98 - FCN = 297066.9739595 Edm = 0.188158 NCalls = 349 -VariableMetric: Iteration # 99 - FCN = 297066.742867 Edm = 0.933776 NCalls = 353 -VariableMetric: Iteration # 100 - FCN = 297066.54077 Edm = 0.100968 NCalls = 357 -VariableMetric: Iteration # 101 - FCN = 297066.3099871 Edm = 0.0470723 NCalls = 359 -VariableMetric: Iteration # 102 - FCN = 297066.2749214 Edm = 0.00406631 NCalls = 361 -VariableMetric: Iteration # 103 - FCN = 297066.2681159 Edm = 0.00115276 NCalls = 363 -VariableMetric: Iteration # 104 - FCN = 297066.2663962 Edm = 0.000608364 NCalls = 365 -VariableMetric: Iteration # 105 - FCN = 297066.2646044 Edm = 0.00158674 NCalls = 367 -VariableMetric: Iteration # 106 - FCN = 297066.2552148 Edm = 0.00867296 NCalls = 371 -VariableMetric: Iteration # 107 - FCN = 297065.6690351 Edm = 0.582625 NCalls = 376 -VariableMetric: Iteration # 108 - FCN = 297057.6028101 Edm = 0.95089 NCalls = 379 -VariableMetric: Iteration # 109 - FCN = 297056.8891848 Edm = 0.134328 NCalls = 381 -VariableMetric: Iteration # 110 - FCN = 297056.8015353 Edm = 0.0308074 NCalls = 383 -VariableMetric: Iteration # 111 - FCN = 297056.7897115 Edm = 0.00630687 NCalls = 385 -VariableMetric: Iteration # 112 - FCN = 297056.782257 Edm = 0.00286569 NCalls = 387 -VariableMetric: Iteration # 113 - FCN = 297056.7729645 Edm = 0.00372168 NCalls = 389 -VariableMetric: Iteration # 114 - FCN = 297056.7621499 Edm = 0.00278181 NCalls = 392 -VariableMetric: Iteration # 115 - FCN = 297056.7564961 Edm = 0.00157539 NCalls = 395 -VariableMetric: Iteration # 116 - FCN = 297056.7544742 Edm = 0.00159563 NCalls = 398 -VariableMetric: Iteration # 117 - FCN = 297056.7496877 Edm = 0.00394974 NCalls = 402 -VariableMetric: Iteration # 118 - FCN = 297056.727143 Edm = 0.0298421 NCalls = 410 -VariableMetric: Iteration # 119 - FCN = 297056.7193101 Edm = 0.0462325 NCalls = 413 -VariableMetric: Iteration # 120 - FCN = 297056.6916045 Edm = 0.0140381 NCalls = 420 -VariableMetric: Iteration # 121 - FCN = 297056.6763718 Edm = 0.00129853 NCalls = 422 -VariableMetric: Iteration # 122 - FCN = 297056.6744441 Edm = 0.00302186 NCalls = 424 -VariableMetric: Iteration # 123 - FCN = 297056.6720998 Edm = 0.00159505 NCalls = 427 -VariableMetric: Iteration # 124 - FCN = 297056.6657402 Edm = 0.00363216 NCalls = 430 -VariableMetric: Iteration # 125 - FCN = 297056.6267716 Edm = 0.04682 NCalls = 434 -VariableMetric: Iteration # 126 - FCN = 297056.2273425 Edm = 2.32035 NCalls = 445 -VariableMetric: Iteration # 127 - FCN = 297056.1504715 Edm = 0.0534428 NCalls = 449 -VariableMetric: Iteration # 128 - FCN = 297056.1088601 Edm = 0.0060628 NCalls = 450 -VariableMetric: Iteration # 129 - FCN = 297056.0838267 Edm = 0.0107901 NCalls = 452 -VariableMetric: Iteration # 130 - FCN = 297055.9475443 Edm = 0.109837 NCalls = 455 -VariableMetric: Iteration # 131 - FCN = 297054.1156212 Edm = 1.78069 NCalls = 458 -VariableMetric: Iteration # 132 - FCN = 297053.8347952 Edm = 0.245533 NCalls = 461 -VariableMetric: Iteration # 133 - FCN = 297052.948304 Edm = 0.117005 NCalls = 464 -VariableMetric: Iteration # 134 - FCN = 297052.7167393 Edm = 0.03882 NCalls = 467 -VariableMetric: Iteration # 135 - FCN = 297052.5171531 Edm = 0.138071 NCalls = 470 -VariableMetric: Iteration # 136 - FCN = 297052.1339904 Edm = 0.101316 NCalls = 475 -VariableMetric: Iteration # 137 - FCN = 297052.0223742 Edm = 0.0347422 NCalls = 476 -VariableMetric: Iteration # 138 - FCN = 297052.0001336 Edm = 0.0200556 NCalls = 478 -VariableMetric: Iteration # 139 - FCN = 297051.9579073 Edm = 0.0116045 NCalls = 480 -VariableMetric: Iteration # 140 - FCN = 297051.9424969 Edm = 0.00256703 NCalls = 482 -VariableMetric: Iteration # 141 - FCN = 297051.9394197 Edm = 0.000422721 NCalls = 484 -VariableMetric: Iteration # 142 - FCN = 297051.938874 Edm = 0.00017879 NCalls = 486 -VariableMetric: Iteration # 143 - FCN = 297051.9386024 Edm = 0.00025063 NCalls = 488 -VariableMetric: Iteration # 144 - FCN = 297051.9372349 Edm = 0.00143763 NCalls = 492 -VariableMetric: Iteration # 145 - FCN = 297051.8487641 Edm = 0.0605609 NCalls = 499 -VariableMetric: Iteration # 146 - FCN = 297051.3200125 Edm = 0.876431 NCalls = 502 -VariableMetric: Iteration # 147 - FCN = 297050.6642454 Edm = 0.193328 NCalls = 507 -VariableMetric: Iteration # 148 - FCN = 297050.450598 Edm = 0.0228826 NCalls = 509 -VariableMetric: Iteration # 149 - FCN = 297050.4318507 Edm = 0.00202623 NCalls = 510 -VariableMetric: Iteration # 150 - FCN = 297050.4295778 Edm = 0.00019263 NCalls = 512 -VariableMetric: Iteration # 151 - FCN = 297050.4293129 Edm = 5.64723e-05 NCalls = 514 -VariableMetric: After Hessian - FCN = 297050.4293129 Edm = 16.1675 NCalls = 989 -VariableMetric: Iteration # 152 - FCN = 297050.4293129 Edm = 16.1675 NCalls = 989 -VariableMetric: Iteration # 153 - FCN = 297047.2422343 Edm = 18.0929 NCalls = 991 -VariableMetric: Iteration # 154 - FCN = 297046.949774 Edm = 0.607799 NCalls = 994 -VariableMetric: Iteration # 155 - FCN = 297046.4034315 Edm = 0.677897 NCalls = 996 -VariableMetric: Iteration # 156 - FCN = 297046.1492647 Edm = 0.0885476 NCalls = 998 -VariableMetric: Iteration # 157 - FCN = 297046.0314528 Edm = 0.0315844 NCalls = 1001 -VariableMetric: Iteration # 158 - FCN = 297045.9809154 Edm = 0.0136129 NCalls = 1003 -VariableMetric: Iteration # 159 - FCN = 297045.9555345 Edm = 0.00764935 NCalls = 1006 -VariableMetric: Iteration # 160 - FCN = 297045.9463472 Edm = 0.00316359 NCalls = 1008 -VariableMetric: Iteration # 161 - FCN = 297045.9397662 Edm = 0.00139709 NCalls = 1010 -VariableMetric: Iteration # 162 - FCN = 297045.9376498 Edm = 0.000310751 NCalls = 1012 -VariableMetric: Iteration # 163 - FCN = 297045.9372751 Edm = 1.94766e-05 NCalls = 1014 -VariableMetric: After Hessian - FCN = 297045.9372751 Edm = 2.82989e-05 NCalls = 1501 -VariableMetric: Iteration # 164 - FCN = 297045.9372751 Edm = 2.82989e-05 NCalls = 1501 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1388 (1388 total) | -| EDM = 0.000728 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297134.97438664205 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.34 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.17 | 0.05 | | | -2 | 2 | | -| 2 | p4040_p | -2.57 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.09 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.58 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.004 | 0.092 | | | -1.5 | 1.5 | | -| 6 | phi_p | 5.86 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.40 | 0.14 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.23 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 15.1 | 0.7 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.38 | 0.25 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.09 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.09 | 0.20 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.594 | 0.007 | | | -2 | 2 | | -| 16| Dbar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.23 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 5.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -1.162 | 0.013 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.30 | 0.29 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.331 -0.639 0.038 -0.685 -0.173 -0.039 -0.539 0.014 -0.657 -0.066 0.011 -0.021 -0.565 -0.711 0.313 0.723 -0.440 -0.024 -0.622 0.294 0.732 -0.309 -0.602 | -| bplus_2 | 0.331 1.000 -0.354 0.166 -0.435 0.221 -0.012 -0.310 -0.085 -0.362 -0.096 0.035 -0.001 -0.371 -0.398 0.176 0.409 -0.274 -0.005 -0.403 0.157 0.453 -0.121 -0.353 | -| p4040_p | -0.639 -0.354 1.000 -0.025 0.788 0.055 0.047 0.661 0.099 0.761 0.069 -0.022 0.027 0.651 0.784 -0.504 -0.731 0.650 0.031 0.687 -0.494 -0.826 0.341 0.642 | -| rho_p | 0.038 0.166 -0.025 1.000 -0.027 -0.015 0.056 -0.033 0.002 -0.024 0.077 0.180 -0.031 -0.018 -0.031 0.051 0.033 -0.008 0.247 -0.029 0.063 0.035 -0.022 -0.019 | -| jpsi_p | -0.685 -0.435 0.788 -0.027 1.000 0.115 0.052 0.781 0.080 0.845 0.074 -0.024 0.030 0.779 0.880 -0.557 -0.844 0.622 0.034 0.826 -0.544 -0.947 0.330 0.771 | -| Ctt | -0.173 0.221 0.055 -0.015 0.115 1.000 0.005 0.029 0.174 0.123 0.015 -0.007 0.003 0.220 0.086 -0.110 -0.133 0.200 0.003 0.235 -0.111 -0.166 0.035 0.112 | -| phi_p | -0.039 -0.012 0.047 0.056 0.052 0.005 1.000 0.045 0.006 0.051 0.442 0.018 0.004 0.047 0.052 -0.026 -0.051 0.038 -0.011 0.048 -0.027 -0.057 0.016 0.045 | -| Dbar_p | -0.539 -0.310 0.661 -0.033 0.781 0.029 0.045 1.000 0.079 0.724 0.071 -0.017 0.025 0.666 0.756 -0.430 -0.751 0.530 0.029 0.699 -0.415 -0.840 0.338 0.629 | -| p4415_s | 0.014 -0.085 0.099 0.002 0.080 0.174 0.006 0.079 1.000 0.064 0.004 0.001 0.003 0.110 0.115 0.016 -0.109 0.178 0.003 0.075 0.020 -0.100 0.003 0.079 | -| p4415_p | -0.657 -0.362 0.761 -0.024 0.845 0.123 0.051 0.724 0.064 1.000 0.074 -0.022 0.029 0.704 0.850 -0.551 -0.814 0.546 0.034 0.756 -0.540 -0.890 0.324 0.712 | -| phi_s | -0.066 -0.096 0.069 0.077 0.074 0.015 0.442 0.071 0.004 0.074 1.000 0.035 0.017 0.066 0.079 -0.064 -0.079 0.049 0.030 0.073 -0.062 -0.087 0.029 0.063 | -| rho_s | 0.011 0.035 -0.022 0.180 -0.024 -0.007 0.018 -0.017 0.001 -0.022 0.035 1.000 -0.020 -0.019 -0.024 0.060 0.025 -0.015 -0.235 -0.021 0.032 0.025 -0.011 -0.020 | -| omega_p | -0.021 -0.001 0.027 -0.031 0.030 0.003 0.004 0.025 0.003 0.029 0.017 -0.020 1.000 0.027 0.030 -0.019 -0.029 0.023 0.459 0.028 -0.015 -0.032 0.009 0.026 | -| p4040_s | -0.565 -0.371 0.651 -0.018 0.779 0.220 0.047 0.666 0.110 0.704 0.066 -0.019 0.027 1.000 0.691 -0.474 -0.766 0.529 0.032 0.690 -0.462 -0.823 0.274 0.680 | -| p4160_p | -0.711 -0.398 0.784 -0.031 0.880 0.086 0.052 0.756 0.115 0.850 0.079 -0.024 0.030 0.691 1.000 -0.568 -0.825 0.592 0.035 0.786 -0.556 -0.922 0.355 0.736 | -| bplus_0 | 0.313 0.176 -0.504 0.051 -0.557 -0.110 -0.026 -0.430 0.016 -0.551 -0.064 0.060 -0.019 -0.474 -0.568 1.000 0.580 -0.368 -0.028 -0.507 0.183 0.609 -0.167 -0.459 | -| Dbar_s | 0.723 0.409 -0.731 0.033 -0.844 -0.133 -0.051 -0.751 -0.109 -0.814 -0.079 0.025 -0.029 -0.766 -0.825 0.580 1.000 -0.627 -0.035 -0.763 0.568 0.926 -0.229 -0.695 | -| p4160_s | -0.440 -0.274 0.650 -0.008 0.622 0.200 0.038 0.530 0.178 0.546 0.049 -0.015 0.023 0.529 0.592 -0.368 -0.627 1.000 0.026 0.546 -0.359 -0.666 0.219 0.535 | -| omega_s | -0.024 -0.005 0.031 0.247 0.034 0.003 -0.011 0.029 0.003 0.034 0.030 -0.235 0.459 0.032 0.035 -0.028 -0.035 0.026 1.000 0.032 -0.019 -0.038 0.010 0.030 | -| psi2s_p | -0.622 -0.403 0.687 -0.029 0.826 0.235 0.048 0.699 0.075 0.756 0.073 -0.021 0.028 0.690 0.786 -0.507 -0.763 0.546 0.032 1.000 -0.494 -0.858 0.305 0.619 | -| bplus_1 | 0.294 0.157 -0.494 0.063 -0.544 -0.111 -0.027 -0.415 0.020 -0.540 -0.062 0.032 -0.015 -0.462 -0.556 0.183 0.568 -0.359 -0.019 -0.494 1.000 0.594 -0.165 -0.450 | -| DDstar_s | 0.732 0.453 -0.826 0.035 -0.947 -0.166 -0.057 -0.840 -0.100 -0.890 -0.087 0.025 -0.032 -0.823 -0.922 0.609 0.926 -0.666 -0.038 -0.858 0.594 1.000 -0.338 -0.796 | -| p3770_p | -0.309 -0.121 0.341 -0.022 0.330 0.035 0.016 0.338 0.003 0.324 0.029 -0.011 0.009 0.274 0.355 -0.167 -0.229 0.219 0.010 0.305 -0.165 -0.338 1.000 0.178 | -| p3770_s | -0.602 -0.353 0.642 -0.019 0.771 0.112 0.045 0.629 0.079 0.712 0.063 -0.020 0.026 0.680 0.736 -0.459 -0.695 0.535 0.030 0.619 -0.450 -0.796 0.178 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22964911477643124}), (, {'error': 0.054201065409016924}), (, {'error': 0.22486640318227447}), (, {'error': 0.18753212622358406}), (, {'error': 0.05911714669737611}), (, {'error': 0.0920015400996419}), (, {'error': 0.1631877985015615}), (, {'error': 0.3348134998967991}), (, {'error': 0.1376353616772391}), (, {'error': 0.25829762628902575}), (, {'error': 0.7073031908741738}), (, {'error': 0.2465434621851399}), (, {'error': 0.2586731131299418}), (, {'error': 0.20395187973504897}), (, {'error': 0.18346337715897043}), (, {'error': 0.006944462918802463}), (, {'error': 0.5942484440381381}), (, {'error': 0.1554422226013159}), (, {'error': 0.8438035783680511}), (, {'error': 0.047633384924221644}), (, {'error': 0.01325948527177967}), (, {'error': 0.46936069815380843}), (, {'error': 0.10247415642623903}), (, {'error': 0.2850408415549093})]) -Toy 1/25 -Time taken: 7 min, 31 s -Projected time left: 3 h, 24 s -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1225 (1225 total) | -| EDM = 0.000372 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297336.3723430032 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.20 | 0.08 | | | -2 | 2 | | -| 2 | p4040_p | -2.49 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.618 | 0.030 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.14 | 0.24 | | | -1.5 | 1.5 | | -| 6 | phi_p | 0.54 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -6.1 | 1.5 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.126 | 0.018 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 0.87 | 0.25 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.33 | 0.23 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.14 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.500 | 0.011 | | | -2 | 2 | | -| 16| Dbar_s | -0.28 | 0.55 | | | -0.3 | 0.3 | | -| 17| p4160_s | 1.89 | 0.14 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 7.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.957 | 0.022 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.92 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.77 | 0.31 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.713 -0.623 0.057 -0.497 -0.824 0.031 0.902 -0.016 0.016 0.003 0.163 -0.022 -0.370 -0.430 0.752 0.892 -0.304 -0.071 -0.568 0.761 0.453 0.488 -0.694 | -| bplus_2 | 0.713 1.000 -0.574 0.172 -0.544 -0.616 0.014 0.767 -0.013 0.016 -0.042 0.121 -0.008 -0.360 -0.425 0.652 0.798 -0.262 -0.055 -0.558 0.655 0.404 0.449 -0.632 | -| p4040_p | -0.623 -0.574 1.000 -0.042 0.553 0.613 -0.023 -0.745 0.019 -0.018 -0.004 -0.142 0.020 0.285 0.521 -0.642 -0.720 0.443 0.061 0.489 -0.651 -0.376 -0.289 0.593 | -| rho_p | 0.057 0.172 -0.042 1.000 -0.023 -0.059 -0.134 0.060 -0.001 0.001 -0.064 0.117 -0.013 -0.009 -0.032 0.090 0.068 0.001 0.079 -0.041 0.090 0.036 0.032 -0.040 | -| jpsi_p | -0.497 -0.544 0.553 -0.023 1.000 0.544 -0.027 -0.693 0.017 -0.013 -0.021 -0.124 0.016 0.307 0.491 -0.526 -0.627 0.220 0.048 0.546 -0.534 -0.298 -0.246 0.611 | -| Ctt | -0.824 -0.616 0.613 -0.059 0.544 1.000 -0.027 -0.877 0.016 -0.020 0.001 -0.170 0.023 0.495 0.438 -0.797 -0.905 0.401 0.073 0.683 -0.807 -0.466 -0.499 0.711 | -| phi_p | 0.031 0.014 -0.023 -0.134 -0.027 -0.027 1.000 0.027 -0.001 0.001 0.618 0.053 -0.006 -0.017 -0.017 0.026 0.033 -0.015 -0.064 -0.022 0.024 0.015 0.023 -0.025 | -| Dbar_p | 0.902 0.767 -0.745 0.060 -0.693 -0.877 0.027 1.000 -0.020 0.019 -0.001 0.173 -0.025 -0.417 -0.589 0.797 0.923 -0.330 -0.077 -0.693 0.805 0.457 0.408 -0.809 | -| p4415_s | -0.016 -0.013 0.019 -0.001 0.017 0.016 -0.001 -0.020 1.000 -0.011 -0.000 -0.004 0.001 0.005 0.018 -0.020 -0.021 -0.001 0.002 0.014 -0.021 -0.011 -0.008 0.018 | -| p4415_p | 0.016 0.016 -0.018 0.001 -0.013 -0.020 0.001 0.019 -0.011 1.000 0.000 0.004 -0.001 -0.010 -0.018 0.016 0.021 -0.010 -0.002 -0.013 0.017 0.009 0.011 -0.017 | -| phi_s | 0.003 -0.042 -0.004 -0.064 -0.021 0.001 0.618 -0.001 -0.000 0.000 1.000 -0.007 0.015 -0.011 -0.003 -0.009 0.001 -0.012 -0.006 -0.003 -0.009 -0.001 0.003 -0.007 | -| rho_s | 0.163 0.121 -0.142 0.117 -0.124 -0.170 0.053 0.173 -0.004 0.004 -0.007 1.000 0.084 -0.093 -0.111 0.193 0.189 -0.076 -0.268 -0.126 0.159 0.085 0.109 -0.152 | -| omega_p | -0.022 -0.008 0.020 -0.013 0.016 0.023 -0.006 -0.025 0.001 -0.001 0.015 0.084 1.000 0.014 0.016 -0.021 -0.025 0.012 0.621 0.018 -0.019 -0.012 -0.015 0.022 | -| p4040_s | -0.370 -0.360 0.285 -0.009 0.307 0.495 -0.017 -0.417 0.005 -0.010 -0.011 -0.093 0.014 1.000 0.037 -0.393 -0.487 0.194 0.040 0.294 -0.400 -0.215 -0.297 0.417 | -| p4160_p | -0.430 -0.425 0.521 -0.032 0.491 0.438 -0.017 -0.589 0.018 -0.018 -0.003 -0.111 0.016 0.037 1.000 -0.506 -0.541 0.137 0.048 0.409 -0.514 -0.295 -0.169 0.485 | -| bplus_0 | 0.752 0.652 -0.642 0.090 -0.526 -0.797 0.026 0.797 -0.020 0.016 -0.009 0.193 -0.021 -0.393 -0.506 1.000 0.879 -0.310 -0.077 -0.577 0.668 0.401 0.513 -0.669 | -| Dbar_s | 0.892 0.798 -0.720 0.068 -0.627 -0.905 0.033 0.923 -0.021 0.021 0.001 0.189 -0.025 -0.487 -0.541 0.879 1.000 -0.394 -0.082 -0.673 0.889 0.512 0.582 -0.782 | -| p4160_s | -0.304 -0.262 0.443 0.001 0.220 0.401 -0.015 -0.330 -0.001 -0.010 -0.012 -0.076 0.012 0.194 0.137 -0.310 -0.394 1.000 0.032 0.219 -0.317 -0.173 -0.240 0.309 | -| omega_s | -0.071 -0.055 0.061 0.079 0.048 0.073 -0.064 -0.077 0.002 -0.002 -0.006 -0.268 0.621 0.040 0.048 -0.077 -0.082 0.032 1.000 0.055 -0.067 -0.038 -0.048 0.065 | -| psi2s_p | -0.568 -0.558 0.489 -0.041 0.546 0.683 -0.022 -0.693 0.014 -0.013 -0.003 -0.126 0.018 0.294 0.409 -0.577 -0.673 0.219 0.055 1.000 -0.583 -0.329 -0.299 0.473 | -| bplus_1 | 0.761 0.655 -0.651 0.090 -0.534 -0.807 0.024 0.805 -0.021 0.017 -0.009 0.159 -0.019 -0.400 -0.514 0.668 0.889 -0.317 -0.067 -0.583 1.000 0.404 0.516 -0.680 | -| DDstar_s | 0.453 0.404 -0.376 0.036 -0.298 -0.466 0.015 0.457 -0.011 0.009 -0.001 0.085 -0.012 -0.215 -0.295 0.401 0.512 -0.173 -0.038 -0.329 0.404 1.000 0.270 -0.399 | -| p3770_p | 0.488 0.449 -0.289 0.032 -0.246 -0.499 0.023 0.408 -0.008 0.011 0.003 0.109 -0.015 -0.297 -0.169 0.513 0.582 -0.240 -0.048 -0.299 0.516 0.270 1.000 -0.469 | -| p3770_s | -0.694 -0.632 0.593 -0.040 0.611 0.711 -0.025 -0.809 0.018 -0.017 -0.007 -0.152 0.022 0.417 0.485 -0.669 -0.782 0.309 0.065 0.473 -0.680 -0.399 -0.469 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6396520023150893}), (, {'error': 0.07682993279606698}), (, {'error': 0.20905245912035086}), (, {'error': 0.3523818636254723}), (, {'error': 0.03030427960964932}), (, {'error': 0.24072700358871968}), (, {'error': 0.19602783722061323}), (, {'error': 1.4939979931062997}), (, {'error': 0.01812664527992497}), (, {'error': 0.12065977927055416}), (, {'error': 0.8892049259707964}), (, {'error': 0.24745828648586154}), (, {'error': 0.22999026957560575}), (, {'error': 0.14427243211088236}), (, {'error': 0.10842473620949722}), (, {'error': 0.011052129313225523}), (, {'error': 0.5516994126432062}), (, {'error': 0.1372743247688748}), (, {'error': 0.9715415960889757}), (, {'error': 0.03709478517033826}), (, {'error': 0.02164070723755762}), (, {'error': 0.05256000721565901}), (, {'error': 0.11838029279428941}), (, {'error': 0.3105746512490952})]) -Toy 2/25 -Time taken: 14 min, 3 s -Projected time left: 2 h, 41 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1351 (1351 total) | -| EDM = 2.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297303.11511973053 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 2 | p4040_p | 4.22 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.583 | 0.023 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.70 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | -0.30 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.98 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.08 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.21 | 0.29 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.13 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.27 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.43 | 0.04 | | | -2 | 2 | | -| 16| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.28 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.6 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.919 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.77 | 0.07 | | | -2 | 2 | | -| 21| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.96 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.19 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.264 -0.009 0.025 -0.063 -0.089 0.004 0.007 -0.017 -0.179 -0.017 0.109 -0.015 -0.170 -0.032 -0.100 0.057 -0.084 -0.051 -0.134 -0.189 0.042 0.193 0.062 | -| bplus_2 | 0.264 1.000 0.020 -0.237 -0.180 -0.681 -0.021 0.001 0.079 -0.245 0.056 0.184 -0.030 -0.138 -0.029 -0.175 -0.010 -0.150 -0.073 -0.044 -0.020 0.012 0.080 0.057 | -| p4040_p | -0.009 0.020 1.000 0.004 -0.071 -0.319 -0.000 0.018 -0.021 0.151 -0.003 -0.003 0.000 -0.203 0.272 -0.017 0.042 0.252 0.001 -0.204 0.042 0.024 0.202 -0.038 | -| rho_p | 0.025 -0.237 0.004 1.000 -0.099 0.111 0.122 0.002 0.015 0.055 0.105 0.071 -0.059 0.064 -0.001 -0.069 -0.009 0.073 0.024 0.006 0.048 0.001 -0.032 0.026 | -| jpsi_p | -0.063 -0.180 -0.071 -0.099 1.000 0.302 -0.034 0.048 -0.025 0.026 0.011 0.003 -0.014 0.008 -0.042 0.108 -0.003 -0.003 -0.012 -0.009 -0.024 0.053 -0.056 -0.067 | -| Ctt | -0.089 -0.681 -0.319 0.111 0.302 1.000 0.005 -0.001 0.221 -0.001 -0.042 -0.043 0.005 0.340 -0.335 0.020 0.090 0.294 0.008 0.222 0.051 -0.009 -0.195 -0.172 | -| phi_p | 0.004 -0.021 -0.000 0.122 -0.034 0.005 1.000 0.001 0.003 0.006 0.630 0.006 0.010 0.008 -0.002 -0.031 -0.001 0.008 -0.009 -0.001 0.024 0.001 -0.008 0.002 | -| Dbar_p | 0.007 0.001 0.018 0.002 0.048 -0.001 0.001 1.000 -0.000 0.007 -0.000 -0.000 0.000 -0.003 0.023 0.000 0.015 -0.001 0.000 0.024 -0.004 -0.001 0.034 0.024 | -| p4415_s | -0.017 0.079 -0.021 0.015 -0.025 0.221 0.003 -0.000 1.000 -0.145 -0.008 0.021 -0.002 0.206 -0.052 -0.026 -0.012 0.325 -0.010 0.033 -0.055 -0.002 -0.096 0.013 | -| p4415_p | -0.179 -0.245 0.151 0.055 0.026 -0.001 0.006 0.007 -0.145 1.000 -0.019 -0.026 0.005 -0.159 0.275 -0.025 0.034 -0.171 0.008 -0.063 0.113 0.010 0.055 -0.007 | -| phi_s | -0.017 0.056 -0.003 0.105 0.011 -0.042 0.630 -0.000 -0.008 -0.019 1.000 -0.058 0.031 -0.024 -0.001 0.091 0.004 -0.027 0.057 -0.006 -0.086 -0.000 0.009 -0.012 | -| rho_s | 0.109 0.184 -0.003 0.071 0.003 -0.043 0.006 -0.000 0.021 -0.026 -0.058 1.000 -0.014 -0.001 -0.015 -0.434 -0.010 -0.006 -0.431 0.007 0.382 0.004 -0.006 -0.002 | -| omega_p | -0.015 -0.030 0.000 -0.059 -0.014 0.005 0.010 0.000 -0.002 0.005 0.031 -0.014 1.000 0.002 0.001 0.053 0.001 0.002 0.649 -0.002 -0.048 -0.000 -0.002 0.000 | -| p4040_s | -0.170 -0.138 -0.203 0.064 0.008 0.340 0.008 -0.003 0.206 -0.159 -0.024 -0.001 0.002 1.000 -0.502 -0.048 0.020 0.180 -0.003 -0.014 0.040 -0.004 -0.133 0.091 | -| p4160_p | -0.032 -0.029 0.272 -0.001 -0.042 -0.335 -0.002 0.023 -0.052 0.275 -0.001 -0.015 0.001 -0.502 1.000 0.001 0.036 -0.164 0.006 -0.141 0.057 0.036 0.181 -0.008 | -| bplus_0 | -0.100 -0.175 -0.017 -0.069 0.108 0.020 -0.031 0.000 -0.026 -0.025 0.091 -0.434 0.053 -0.048 0.001 1.000 0.015 -0.036 0.206 -0.021 -0.937 -0.002 0.054 -0.016 | -| Dbar_s | 0.057 -0.010 0.042 -0.009 -0.003 0.090 -0.001 0.015 -0.012 0.034 0.004 -0.010 0.001 0.020 0.036 0.015 1.000 0.012 0.005 0.038 0.013 0.000 -0.037 0.048 | -| p4160_s | -0.084 -0.150 0.252 0.073 -0.003 0.294 0.008 -0.001 0.325 -0.171 -0.027 -0.006 0.002 0.180 -0.164 -0.036 0.012 1.000 -0.002 -0.036 0.008 -0.000 -0.068 0.024 | -| omega_s | -0.051 -0.073 0.001 0.024 -0.012 0.008 -0.009 0.000 -0.010 0.008 0.057 -0.431 0.649 -0.003 0.006 0.206 0.005 -0.002 1.000 -0.005 -0.186 -0.002 0.002 -0.002 | -| psi2s_p | -0.134 -0.044 -0.204 0.006 -0.009 0.222 -0.001 0.024 0.033 -0.063 -0.006 0.007 -0.002 -0.014 -0.141 -0.021 0.038 -0.036 -0.005 1.000 0.041 0.018 -0.003 -0.480 | -| bplus_1 | -0.189 -0.020 0.042 0.048 -0.024 0.051 0.024 -0.004 -0.055 0.113 -0.086 0.382 -0.048 0.040 0.057 -0.937 0.013 0.008 -0.186 0.041 1.000 -0.013 -0.083 -0.025 | -| DDstar_s | 0.042 0.012 0.024 0.001 0.053 -0.009 0.001 -0.001 -0.002 0.010 -0.000 0.004 -0.000 -0.004 0.036 -0.002 0.000 -0.000 -0.002 0.018 -0.013 1.000 0.031 0.026 | -| p3770_p | 0.193 0.080 0.202 -0.032 -0.056 -0.195 -0.008 0.034 -0.096 0.055 0.009 -0.006 -0.002 -0.133 0.181 0.054 -0.037 -0.068 0.002 -0.003 -0.083 0.031 1.000 -0.165 | -| p3770_s | 0.062 0.057 -0.038 0.026 -0.067 -0.172 0.002 0.024 0.013 -0.007 -0.012 -0.002 0.000 0.091 -0.008 -0.016 0.048 0.024 -0.002 -0.480 -0.025 0.026 -0.165 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.339375969743696}), (, {'error': 0.08719471223807518}), (, {'error': 0.167092325573015}), (, {'error': 0.35731627967672885}), (, {'error': 0.02328237436709557}), (, {'error': 0.19671952202188653}), (, {'error': 0.21424509138159742}), (, {'error': 0.06086992884680198}), (, {'error': 0.20447135609480643}), (, {'error': 0.21856949957292127}), (, {'error': 1.1007523120546239}), (, {'error': 0.33296303254774023}), (, {'error': 0.2920572065791043}), (, {'error': 0.17259823046611078}), (, {'error': 0.0963628079286698}), (, {'error': 0.036191142830811374}), (, {'error': 0.06585181833234771}), (, {'error': 0.1767085898832792}), (, {'error': 1.376284071495593}), (, {'error': 0.030915424590672202}), (, {'error': 0.06525215103835547}), (, {'error': 0.023690256503826}), (, {'error': 0.09797188406731294}), (, {'error': 0.23145549807744858})]) -Toy 3/25 -Time taken: 21 min, 7 s -Projected time left: 2 h, 34 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1486 (1486 total) | -| EDM = 0.00516 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297278.35121544136 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.1 | 9.8 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.36 | 0.06 | | | -2 | 2 | | -| 2 | p4040_p | -2.66 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.60 | 0.07 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.26 | 0.17 | | | -1.5 | 1.5 | | -| 6 | phi_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 1.2 | 0.8 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.36 | 0.17 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 18.3 | 1.7 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.54 | 0.29 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.86 | 0.19 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.09 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.490 | 0.011 | | | -2 | 2 | | -| 16| Dbar_s | 0.24 | 0.09 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 7.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.878 | 0.021 | | | -2 | 2 | | -| 21| DDstar_s | -0.08 | 0.23 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.87 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.63 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.139 0.689 0.061 0.934 -0.616 0.064 -0.884 0.238 0.837 0.054 -0.142 0.069 0.621 0.840 -0.670 -0.190 0.518 0.083 0.788 -0.728 0.956 0.378 0.530 | -| bplus_2 | 0.139 1.000 0.117 0.174 0.095 0.262 0.003 -0.187 -0.043 0.193 -0.035 0.011 0.024 0.101 0.144 -0.210 -0.002 0.136 0.012 0.095 -0.213 0.156 0.082 0.055 | -| p4040_p | 0.689 0.117 1.000 0.053 0.658 -0.491 0.040 -0.537 0.194 0.626 0.030 -0.101 0.048 0.337 0.624 -0.477 -0.090 0.545 0.058 0.493 -0.524 0.651 0.344 0.360 | -| rho_p | 0.061 0.174 0.053 1.000 0.063 -0.023 -0.036 -0.059 0.015 0.066 -0.009 0.204 0.088 0.051 0.056 -0.034 0.005 0.054 0.208 0.050 -0.017 0.063 0.020 0.048 | -| jpsi_p | 0.934 0.095 0.658 0.063 1.000 -0.643 0.046 -0.812 0.209 0.789 0.033 -0.133 0.060 0.573 0.808 -0.610 -0.045 0.467 0.072 0.768 -0.666 0.910 0.394 0.537 | -| Ctt | -0.616 0.262 -0.491 -0.023 -0.643 1.000 -0.035 0.665 -0.009 -0.518 -0.032 0.088 -0.042 -0.222 -0.609 0.378 -0.015 -0.185 -0.052 -0.383 0.400 -0.620 -0.328 -0.348 | -| phi_p | 0.064 0.003 0.040 -0.036 0.046 -0.035 1.000 -0.057 0.016 0.051 0.911 -0.023 0.012 0.039 0.051 -0.040 0.002 0.031 -0.064 0.047 -0.049 0.061 0.025 0.030 | -| Dbar_p | -0.884 -0.187 -0.537 -0.059 -0.812 0.665 -0.057 1.000 -0.236 -0.706 -0.045 0.111 -0.058 -0.545 -0.701 0.530 0.020 -0.438 -0.067 -0.658 0.581 -0.892 -0.393 -0.383 | -| p4415_s | 0.238 -0.043 0.194 0.015 0.209 -0.009 0.016 -0.236 1.000 0.144 0.012 -0.022 0.014 0.237 0.201 -0.084 -0.041 0.335 0.015 0.196 -0.093 0.258 0.047 0.133 | -| p4415_p | 0.837 0.193 0.626 0.066 0.789 -0.518 0.051 -0.706 0.144 1.000 0.039 -0.121 0.059 0.451 0.776 -0.583 -0.143 0.375 0.070 0.649 -0.640 0.809 0.346 0.457 | -| phi_s | 0.054 -0.035 0.030 -0.009 0.033 -0.032 0.911 -0.045 0.012 0.039 1.000 -0.023 0.033 0.029 0.041 -0.041 -0.003 0.020 -0.030 0.038 -0.045 0.051 0.019 0.019 | -| rho_s | -0.142 0.011 -0.101 0.204 -0.133 0.088 -0.023 0.111 -0.022 -0.121 -0.023 1.000 0.099 -0.084 -0.123 0.173 0.051 -0.067 -0.141 -0.112 0.116 -0.147 -0.042 -0.074 | -| omega_p | 0.069 0.024 0.048 0.088 0.060 -0.042 0.012 -0.058 0.014 0.059 0.033 0.099 1.000 0.043 0.058 -0.057 -0.011 0.037 0.795 0.053 -0.048 0.069 0.021 0.037 | -| p4040_s | 0.621 0.101 0.337 0.051 0.573 -0.222 0.039 -0.545 0.237 0.451 0.029 -0.084 0.043 1.000 0.339 -0.398 -0.169 0.297 0.050 0.491 -0.437 0.627 0.163 0.398 | -| p4160_p | 0.840 0.144 0.624 0.056 0.808 -0.609 0.051 -0.701 0.201 0.776 0.041 -0.123 0.058 0.339 1.000 -0.578 -0.067 0.387 0.070 0.650 -0.633 0.791 0.408 0.456 | -| bplus_0 | -0.670 -0.210 -0.477 -0.034 -0.610 0.378 -0.040 0.530 -0.084 -0.583 -0.041 0.173 -0.057 -0.398 -0.578 1.000 0.241 -0.322 -0.081 -0.524 0.316 -0.695 -0.176 -0.333 | -| Dbar_s | -0.190 -0.002 -0.090 0.005 -0.045 -0.015 0.002 0.020 -0.041 -0.143 -0.003 0.051 -0.011 -0.169 -0.067 0.241 1.000 -0.156 -0.021 -0.051 0.256 -0.104 0.324 -0.016 | -| p4160_s | 0.518 0.136 0.545 0.054 0.467 -0.185 0.031 -0.438 0.335 0.375 0.020 -0.067 0.037 0.297 0.387 -0.322 -0.156 1.000 0.041 0.380 -0.361 0.520 0.160 0.292 | -| omega_s | 0.083 0.012 0.058 0.208 0.072 -0.052 -0.064 -0.067 0.015 0.070 -0.030 -0.141 0.795 0.050 0.070 -0.081 -0.021 0.041 1.000 0.064 -0.060 0.084 0.023 0.042 | -| psi2s_p | 0.788 0.095 0.493 0.050 0.768 -0.383 0.047 -0.658 0.196 0.649 0.038 -0.112 0.053 0.491 0.650 -0.524 -0.051 0.380 0.064 1.000 -0.571 0.767 0.328 0.284 | -| bplus_1 | -0.728 -0.213 -0.524 -0.017 -0.666 0.400 -0.049 0.581 -0.093 -0.640 -0.045 0.116 -0.048 -0.437 -0.633 0.316 0.256 -0.361 -0.060 -0.571 1.000 -0.756 -0.203 -0.373 | -| DDstar_s | 0.956 0.156 0.651 0.063 0.910 -0.620 0.061 -0.892 0.258 0.809 0.051 -0.147 0.069 0.627 0.791 -0.695 -0.104 0.520 0.084 0.767 -0.756 1.000 0.345 0.494 | -| p3770_p | 0.378 0.082 0.344 0.020 0.394 -0.328 0.025 -0.393 0.047 0.346 0.019 -0.042 0.021 0.163 0.408 -0.176 0.324 0.160 0.023 0.328 -0.203 0.345 1.000 0.057 | -| p3770_s | 0.530 0.055 0.360 0.048 0.537 -0.348 0.030 -0.383 0.133 0.457 0.019 -0.074 0.037 0.398 0.456 -0.333 -0.016 0.292 0.042 0.284 -0.373 0.494 0.057 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 9.798147118284284}), (, {'error': 0.05661387161204068}), (, {'error': 0.2567228302931359}), (, {'error': 0.5858052532715425}), (, {'error': 0.06647189289177868}), (, {'error': 0.1662087529223416}), (, {'error': 0.47443678628615293}), (, {'error': 0.8105115378122738}), (, {'error': 0.17287569065060993}), (, {'error': 0.2567537147345411}), (, {'error': 1.7429092057136746}), (, {'error': 0.29338125968938245}), (, {'error': 0.383651695354132}), (, {'error': 0.1912651498133352}), (, {'error': 0.1652190926045991}), (, {'error': 0.010552128973780439}), (, {'error': 0.09338582227223313}), (, {'error': 0.16979241959363944}), (, {'error': 1.4191165972597561}), (, {'error': 0.04667619704360604}), (, {'error': 0.0210439108230418}), (, {'error': 0.22696303299153625}), (, {'error': 0.11786663041421575}), (, {'error': 0.24805443819300033})]) -Toy 4/25 -Time taken: 28 min, 50 s -Projected time left: 2 h, 31 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1925 (1925 total) | -| EDM = 6.05E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297344.54570100125 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.34 | 0.08 | | | -2 | 2 | | -| 2 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.626 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.02 | 0.21 | | | -1.5 | 1.5 | | -| 6 | phi_p | -5.60 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.25 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.35 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 21.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.23 | 0.25 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.023 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.87 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.387 | 0.029 | | | -2 | 2 | | -| 16| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.12 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.852 | 0.030 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.91 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.92 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.226 -0.001 -0.019 0.182 0.029 0.001 -0.227 0.038 -0.086 -0.014 0.074 -0.006 0.010 0.133 0.016 -0.008 -0.065 -0.028 0.008 -0.281 0.071 0.194 0.212 | -| bplus_2 | 0.226 1.000 0.001 -0.067 -0.149 -0.718 0.006 0.075 0.124 -0.235 0.101 -0.029 -0.015 0.006 0.011 -0.078 0.005 -0.197 0.067 -0.039 -0.143 0.010 0.104 0.147 | -| p4040_p | -0.001 0.001 1.000 0.000 0.005 0.002 0.000 0.006 -0.004 -0.002 0.001 -0.002 0.000 -0.260 0.006 0.004 -0.002 -0.013 0.001 0.009 -0.004 -0.002 -0.002 -0.002 | -| rho_p | -0.019 -0.067 0.000 1.000 -0.010 0.019 -0.064 -0.009 -0.003 0.003 -0.002 -0.126 0.010 -0.000 -0.004 0.143 0.001 0.006 0.180 -0.006 -0.125 0.000 -0.001 -0.002 | -| jpsi_p | 0.182 -0.149 0.005 -0.010 1.000 0.195 -0.004 0.261 0.033 -0.030 0.021 -0.025 -0.006 -0.002 -0.029 0.123 0.097 0.007 0.010 -0.021 -0.161 0.107 0.154 -0.019 | -| Ctt | 0.029 -0.718 0.002 0.019 0.195 1.000 0.005 -0.396 0.119 0.150 -0.045 0.029 0.003 -0.019 -0.221 0.006 -0.000 0.355 -0.039 0.207 0.140 -0.017 -0.234 -0.247 | -| phi_p | 0.001 0.006 0.000 -0.064 -0.004 0.005 1.000 -0.002 0.001 -0.007 0.614 -0.016 -0.020 -0.000 -0.006 0.026 0.002 -0.003 -0.012 -0.006 -0.020 0.002 0.003 -0.005 | -| Dbar_p | -0.227 0.075 0.006 -0.009 0.261 -0.396 -0.002 1.000 0.103 -0.111 -0.040 0.078 -0.004 -0.000 -0.048 -0.052 0.058 -0.053 -0.039 -0.057 -0.094 0.006 0.387 -0.010 | -| p4415_s | 0.038 0.124 -0.004 -0.003 0.033 0.119 0.001 0.103 1.000 -0.126 0.000 0.010 -0.001 -0.004 -0.046 0.030 -0.002 0.338 -0.003 0.058 -0.135 -0.007 -0.015 -0.006 | -| p4415_p | -0.086 -0.235 -0.002 0.003 -0.030 0.150 -0.007 -0.111 -0.126 1.000 -0.049 0.055 -0.001 0.008 0.220 -0.090 0.023 -0.095 -0.037 -0.062 0.148 0.047 -0.034 -0.001 | -| phi_s | -0.014 0.101 0.001 -0.002 0.021 -0.045 0.614 -0.040 0.000 -0.049 1.000 -0.159 0.010 -0.000 -0.021 0.196 0.000 -0.046 0.067 -0.022 -0.168 0.003 0.004 -0.016 | -| rho_s | 0.074 -0.029 -0.002 -0.126 -0.025 0.029 -0.016 0.078 0.010 0.055 -0.159 1.000 -0.080 0.000 0.028 -0.494 -0.001 0.052 -0.420 0.035 0.411 -0.003 0.002 0.021 | -| omega_p | -0.006 -0.015 0.000 0.010 -0.006 0.003 -0.020 -0.004 -0.001 -0.001 0.010 -0.080 1.000 -0.000 -0.002 0.046 0.000 -0.000 0.345 -0.003 -0.040 0.000 -0.001 -0.001 | -| p4040_s | 0.010 0.006 -0.260 -0.000 -0.002 -0.019 -0.000 -0.000 -0.004 0.008 -0.000 0.000 -0.000 1.000 0.019 -0.000 0.002 0.014 0.000 -0.010 -0.001 0.003 0.012 0.001 | -| p4160_p | 0.133 0.011 0.006 -0.004 -0.029 -0.221 -0.006 -0.048 -0.046 0.220 -0.021 0.028 -0.002 0.019 1.000 -0.048 0.058 -0.164 -0.015 -0.155 0.040 0.091 0.141 0.091 | -| bplus_0 | 0.016 -0.078 0.004 0.143 0.123 0.006 0.026 -0.052 0.030 -0.090 0.196 -0.494 0.046 -0.000 -0.048 1.000 0.002 -0.044 0.194 -0.044 -0.921 0.008 0.065 -0.010 | -| Dbar_s | -0.008 0.005 -0.002 0.001 0.097 -0.000 0.002 0.058 -0.002 0.023 0.000 -0.001 0.000 0.002 0.058 0.002 1.000 -0.006 0.000 0.064 -0.004 -0.007 0.062 0.063 | -| p4160_s | -0.065 -0.197 -0.013 0.006 0.007 0.355 -0.003 -0.053 0.338 -0.095 -0.046 0.052 -0.000 0.014 -0.164 -0.044 -0.006 1.000 -0.037 0.008 0.035 0.000 -0.103 -0.008 | -| omega_s | -0.028 0.067 0.001 0.180 0.010 -0.039 -0.012 -0.039 -0.003 -0.037 0.067 -0.420 0.345 0.000 -0.015 0.194 0.000 -0.037 1.000 -0.018 -0.163 0.002 -0.001 -0.011 | -| psi2s_p | 0.008 -0.039 0.009 -0.006 -0.021 0.207 -0.006 -0.057 0.058 -0.062 -0.022 0.035 -0.003 -0.010 -0.155 -0.044 0.064 0.008 -0.018 1.000 0.034 0.058 0.048 -0.488 | -| bplus_1 | -0.281 -0.143 -0.004 -0.125 -0.161 0.140 -0.020 -0.094 -0.135 0.148 -0.168 0.411 -0.040 -0.001 0.040 -0.921 -0.004 0.035 -0.163 0.034 1.000 -0.013 -0.184 -0.076 | -| DDstar_s | 0.071 0.010 -0.002 0.000 0.107 -0.017 0.002 0.006 -0.007 0.047 0.003 -0.003 0.000 0.003 0.091 0.008 -0.007 0.000 0.002 0.058 -0.013 1.000 0.040 0.056 | -| p3770_p | 0.194 0.104 -0.002 -0.001 0.154 -0.234 0.003 0.387 -0.015 -0.034 0.004 0.002 -0.001 0.012 0.141 0.065 0.062 -0.103 -0.001 0.048 -0.184 0.040 1.000 -0.094 | -| p3770_s | 0.212 0.147 -0.002 -0.002 -0.019 -0.247 -0.005 -0.010 -0.006 -0.001 -0.016 0.021 -0.001 0.001 0.091 -0.010 0.063 -0.008 -0.011 -0.488 -0.076 0.056 -0.094 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3817824340648408}), (, {'error': 0.07708174505201115}), (, {'error': 8.245478503503781}), (, {'error': 0.4346578430984427}), (, {'error': 0.0254732536622031}), (, {'error': 0.20736801050419573}), (, {'error': 0.16950487505719414}), (, {'error': 0.3894337572364064}), (, {'error': 0.1936038470799354}), (, {'error': 0.16567451860722504}), (, {'error': 1.1296380662450183}), (, {'error': 0.41802944154717614}), (, {'error': 0.24675073420376936}), (, {'error': 0.02339407819084654}), (, {'error': 0.09082351594348781}), (, {'error': 0.02930907551531503}), (, {'error': 0.039991528884976174}), (, {'error': 0.1593663620600826}), (, {'error': 1.0459667498560719}), (, {'error': 0.03020737990676814}), (, {'error': 0.05723653371171955}), (, {'error': 0.04399779140134402}), (, {'error': 0.1178726110352013}), (, {'error': 0.2330517530518379})]) -Toy 5/25 -Time taken: 38 min, 19 s -Projected time left: 2 h, 33 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=1388 (1388 total) | -| EDM = 9.59E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 296880.46394707664 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.62 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 2 | p4040_p | -2.23 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.653 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.65 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | -5.40 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 1.73 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.56 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.18 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 23.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.27 | 0.35 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.86 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 16| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 5.4 | 1.5 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.910 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.67 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.42 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.264 0.011 0.035 -0.050 -0.043 0.011 -0.172 -0.018 -0.144 -0.011 0.083 -0.014 -0.159 0.031 -0.076 0.004 -0.084 -0.039 -0.101 -0.180 0.036 0.159 0.070 | -| bplus_2 | 0.264 1.000 0.008 -0.194 -0.198 -0.656 0.058 0.071 0.070 -0.222 0.082 0.254 -0.009 -0.113 -0.007 -0.229 0.002 -0.148 -0.061 -0.048 0.009 0.010 0.067 0.045 | -| p4040_p | 0.011 0.008 1.000 0.000 -0.099 -0.255 -0.003 -0.113 -0.004 0.174 -0.004 -0.009 0.000 -0.197 0.224 -0.012 0.016 0.310 0.003 -0.206 0.047 0.023 0.137 -0.066 | -| rho_p | 0.035 -0.194 0.000 1.000 -0.080 0.092 -0.139 0.044 0.030 0.040 -0.121 0.049 -0.185 0.056 -0.016 -0.156 0.001 0.070 -0.176 0.006 0.120 0.001 -0.015 0.023 | -| jpsi_p | -0.050 -0.198 -0.099 -0.080 1.000 0.279 0.008 0.132 -0.006 -0.008 0.031 0.028 -0.005 0.008 -0.069 0.102 0.047 -0.007 -0.009 -0.017 -0.039 0.052 -0.023 -0.066 | -| Ctt | -0.043 -0.656 -0.255 0.092 0.279 1.000 -0.011 -0.323 0.205 -0.014 -0.041 -0.079 -0.003 0.342 -0.341 0.037 -0.004 0.255 0.007 0.246 0.075 -0.008 -0.220 -0.102 | -| phi_p | 0.011 0.058 -0.003 -0.139 0.008 -0.011 1.000 0.005 0.001 -0.009 0.312 0.247 -0.041 -0.005 -0.003 -0.077 0.001 -0.008 -0.130 -0.001 0.075 0.001 0.001 -0.004 | -| Dbar_p | -0.172 0.071 -0.113 0.044 0.132 -0.323 0.005 1.000 0.038 -0.110 -0.018 0.028 -0.008 -0.091 -0.048 -0.048 0.025 -0.075 -0.020 -0.081 -0.081 0.001 0.242 -0.103 | -| p4415_s | -0.018 0.070 -0.004 0.030 -0.006 0.205 0.001 0.038 1.000 -0.134 -0.014 0.012 -0.005 0.179 -0.072 -0.026 -0.000 0.311 -0.011 0.027 -0.067 -0.002 -0.066 0.020 | -| p4415_p | -0.144 -0.222 0.174 0.040 -0.008 -0.014 -0.009 -0.110 -0.134 1.000 -0.022 -0.042 -0.000 -0.182 0.311 -0.013 0.012 -0.135 0.007 -0.075 0.110 0.024 0.039 -0.009 | -| phi_s | -0.011 0.082 -0.004 -0.121 0.031 -0.041 0.312 -0.018 -0.014 -0.022 1.000 0.015 0.015 -0.028 0.004 0.097 -0.000 -0.035 0.010 -0.005 -0.084 0.000 0.007 -0.015 | -| rho_s | 0.083 0.254 -0.009 0.049 0.028 -0.079 0.247 0.028 0.012 -0.042 0.015 1.000 0.011 -0.018 -0.012 -0.375 0.000 -0.030 -0.390 0.002 0.328 0.003 0.005 -0.014 | -| omega_p | -0.014 -0.009 0.000 -0.185 -0.005 -0.003 -0.041 -0.008 -0.005 -0.000 0.015 0.011 1.000 -0.004 0.002 0.061 0.000 -0.004 0.686 -0.002 -0.053 -0.000 -0.001 -0.002 | -| p4040_s | -0.159 -0.113 -0.197 0.056 0.008 0.342 -0.005 -0.091 0.179 -0.182 -0.028 -0.018 -0.004 1.000 -0.520 -0.041 -0.005 0.074 -0.005 0.005 0.037 -0.003 -0.143 0.109 | -| p4160_p | 0.031 -0.007 0.224 -0.016 -0.069 -0.341 -0.003 -0.048 -0.072 0.311 0.004 -0.012 0.002 -0.520 1.000 0.013 0.026 -0.134 0.007 -0.144 0.043 0.041 0.161 -0.037 | -| bplus_0 | -0.076 -0.229 -0.012 -0.156 0.102 0.037 -0.077 -0.048 -0.026 -0.013 0.097 -0.375 0.061 -0.041 0.013 1.000 0.000 -0.030 0.183 -0.013 -0.928 -0.000 0.042 -0.008 | -| Dbar_s | 0.004 0.002 0.016 0.001 0.047 -0.004 0.001 0.025 -0.000 0.012 -0.000 0.000 0.000 -0.005 0.026 0.000 1.000 -0.001 -0.000 0.023 -0.005 -0.001 0.041 0.023 | -| p4160_s | -0.084 -0.148 0.310 0.070 -0.007 0.255 -0.008 -0.075 0.311 -0.135 -0.035 -0.030 -0.004 0.074 -0.134 -0.030 -0.001 1.000 -0.003 -0.053 0.017 0.002 -0.054 0.023 | -| omega_s | -0.039 -0.061 0.003 -0.176 -0.009 0.007 -0.130 -0.020 -0.011 0.007 0.010 -0.390 0.686 -0.005 0.007 0.183 -0.000 -0.003 1.000 -0.004 -0.161 -0.001 -0.001 -0.001 | -| psi2s_p | -0.101 -0.048 -0.206 0.006 -0.017 0.246 -0.001 -0.081 0.027 -0.075 -0.005 0.002 -0.002 0.005 -0.144 -0.013 0.023 -0.053 -0.004 1.000 0.034 0.020 -0.033 -0.422 | -| bplus_1 | -0.180 0.009 0.047 0.120 -0.039 0.075 0.075 -0.081 -0.067 0.110 -0.084 0.328 -0.053 0.037 0.043 -0.928 -0.005 0.017 -0.161 0.034 1.000 -0.011 -0.102 -0.024 | -| DDstar_s | 0.036 0.010 0.023 0.001 0.052 -0.008 0.001 0.001 -0.002 0.024 0.000 0.003 -0.000 -0.003 0.041 -0.000 -0.001 0.002 -0.001 0.020 -0.011 1.000 0.033 0.026 | -| p3770_p | 0.159 0.067 0.137 -0.015 -0.023 -0.220 0.001 0.242 -0.066 0.039 0.007 0.005 -0.001 -0.143 0.161 0.042 0.041 -0.054 -0.001 -0.033 -0.102 0.033 1.000 -0.260 | -| p3770_s | 0.070 0.045 -0.066 0.023 -0.066 -0.102 -0.004 -0.103 0.020 -0.009 -0.015 -0.014 -0.002 0.109 -0.037 -0.008 0.023 0.023 -0.001 -0.422 -0.024 0.026 -0.260 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30833600934390315}), (, {'error': 0.08815150734879817}), (, {'error': 0.21470889805331916}), (, {'error': 0.3703488979602114}), (, {'error': 0.02381493340778551}), (, {'error': 0.20412709074289037}), (, {'error': 0.1283789624342777}), (, {'error': 0.30231185268598093}), (, {'error': 0.19119601605841818}), (, {'error': 0.13946927567126544}), (, {'error': 0.8115466758905789}), (, {'error': 0.3349758865992874}), (, {'error': 0.348629037135765}), (, {'error': 0.17338749696066963}), (, {'error': 0.09580514217214287}), (, {'error': 0.03230323539032176}), (, {'error': 0.01814541002059572}), (, {'error': 0.16751632278187567}), (, {'error': 1.4606099073253724}), (, {'error': 0.03134134533792743}), (, {'error': 0.06152728300776489}), (, {'error': 0.02333862219139171}), (, {'error': 0.09065271716936518}), (, {'error': 0.2281203268387766})]) -Toy 6/25 -Time taken: 45 min, 47 s -Projected time left: 2 h, 24 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1331 (1331 total) | -| EDM = 1.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297205.03962628887 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.39 | 0.10 | | | -2 | 2 | | -| 2 | p4040_p | 4.20 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.65 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.642 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.73 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -1.08 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.09 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.35 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 19.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.56 | 0.30 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.67 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.18 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 16| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.45 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.902 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.92 | 0.07 | | | -2 | 2 | | -| 21| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.71 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.89 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.276 0.074 0.011 0.111 -0.073 -0.001 -0.123 0.003 -0.093 -0.024 0.088 -0.020 -0.149 0.134 -0.155 0.003 -0.059 -0.037 -0.028 -0.109 0.036 0.203 0.117 | -| bplus_2 | 0.276 1.000 0.023 -0.234 -0.119 -0.656 -0.008 0.079 0.135 -0.209 0.074 0.183 -0.044 -0.110 0.016 -0.286 -0.001 -0.129 -0.060 -0.006 0.073 0.001 0.096 0.080 | -| p4040_p | 0.074 0.023 1.000 0.001 -0.071 -0.288 -0.000 -0.047 -0.046 0.158 -0.003 -0.003 -0.001 -0.202 0.298 -0.004 0.017 0.256 -0.001 -0.200 0.018 0.021 0.169 -0.079 | -| rho_p | 0.011 -0.234 0.001 1.000 -0.081 0.099 0.032 0.036 0.006 0.057 0.035 0.123 0.074 0.058 -0.001 -0.054 0.000 0.072 0.051 0.006 0.033 -0.000 -0.013 0.028 | -| jpsi_p | 0.111 -0.119 -0.071 -0.081 1.000 0.200 -0.007 0.278 -0.005 -0.027 0.021 0.029 -0.037 -0.053 -0.023 0.049 0.045 -0.022 -0.039 -0.010 -0.062 0.056 0.082 -0.042 | -| Ctt | -0.073 -0.656 -0.288 0.099 0.200 1.000 0.002 -0.302 0.177 0.040 -0.046 -0.058 0.011 0.326 -0.358 0.045 0.006 0.287 0.012 0.195 0.067 -0.005 -0.251 -0.148 | -| phi_p | -0.001 -0.008 -0.000 0.032 -0.007 0.002 1.000 -0.000 -0.000 0.002 0.145 -0.004 0.013 0.002 -0.000 0.001 0.000 0.002 0.012 -0.001 -0.001 -0.000 -0.001 0.000 | -| Dbar_p | -0.123 0.079 -0.047 0.036 0.278 -0.302 -0.000 1.000 0.056 -0.078 -0.029 0.036 -0.006 -0.114 0.035 -0.087 0.021 -0.053 -0.016 0.019 -0.047 0.001 0.323 -0.022 | -| p4415_s | 0.003 0.135 -0.046 0.006 -0.005 0.177 -0.000 0.056 1.000 -0.156 -0.011 0.027 -0.005 0.217 -0.103 -0.054 -0.002 0.337 -0.011 0.045 -0.050 -0.003 -0.066 0.026 | -| p4415_p | -0.093 -0.209 0.158 0.057 -0.027 0.040 0.002 -0.078 -0.156 1.000 -0.029 -0.026 0.005 -0.143 0.256 -0.007 0.012 -0.130 0.004 -0.091 0.069 0.023 0.025 -0.024 | -| phi_s | -0.024 0.074 -0.003 0.035 0.021 -0.046 0.145 -0.029 -0.011 -0.029 1.000 -0.059 0.077 -0.034 -0.002 0.135 -0.000 -0.041 0.101 -0.010 -0.122 -0.000 0.000 -0.022 | -| rho_s | 0.088 0.183 -0.003 0.123 0.029 -0.058 -0.004 0.036 0.027 -0.026 -0.059 1.000 0.117 -0.008 -0.002 -0.295 -0.001 -0.010 -0.113 0.012 0.252 0.000 0.017 0.006 | -| omega_p | -0.020 -0.044 -0.001 0.074 -0.037 0.011 0.013 -0.006 -0.005 0.005 0.077 0.117 1.000 0.003 -0.003 0.059 0.001 0.003 0.906 -0.007 -0.053 0.000 -0.008 -0.004 | -| p4040_s | -0.149 -0.110 -0.202 0.058 -0.053 0.326 0.002 -0.114 0.217 -0.143 -0.034 -0.008 0.003 1.000 -0.523 -0.045 0.000 0.182 -0.001 -0.053 0.044 0.004 -0.143 0.082 | -| p4160_p | 0.134 0.016 0.298 -0.001 -0.023 -0.358 -0.000 0.035 -0.103 0.256 -0.002 -0.002 -0.003 -0.523 1.000 0.001 0.029 -0.182 -0.003 -0.149 0.007 0.045 0.209 -0.026 | -| bplus_0 | -0.155 -0.286 -0.004 -0.054 0.049 0.045 0.001 -0.087 -0.054 -0.007 0.135 -0.295 0.059 -0.045 0.001 1.000 0.002 -0.042 0.124 -0.030 -0.928 0.001 -0.003 -0.039 | -| Dbar_s | 0.003 -0.001 0.017 0.000 0.045 0.006 0.000 0.021 -0.002 0.012 -0.000 -0.001 0.001 0.000 0.029 0.002 1.000 0.000 0.001 0.029 -0.002 -0.001 0.029 0.028 | -| p4160_s | -0.059 -0.129 0.256 0.072 -0.022 0.287 0.002 -0.053 0.337 -0.130 -0.041 -0.010 0.003 0.182 -0.182 -0.042 0.000 1.000 -0.001 -0.050 0.011 0.004 -0.069 0.019 | -| omega_s | -0.037 -0.060 -0.001 0.051 -0.039 0.012 0.012 -0.016 -0.011 0.004 0.101 -0.113 0.906 -0.001 -0.003 0.124 0.001 -0.001 1.000 -0.011 -0.109 0.000 -0.011 -0.008 | -| psi2s_p | -0.028 -0.006 -0.200 0.006 -0.010 0.195 -0.001 0.019 0.045 -0.091 -0.010 0.012 -0.007 -0.053 -0.149 -0.030 0.029 -0.050 -0.011 1.000 0.014 0.027 0.002 -0.446 | -| bplus_1 | -0.109 0.073 0.018 0.033 -0.062 0.067 -0.001 -0.047 -0.050 0.069 -0.122 0.252 -0.053 0.044 0.007 -0.928 -0.002 0.011 -0.109 0.014 1.000 -0.004 -0.083 -0.022 | -| DDstar_s | 0.036 0.001 0.021 -0.000 0.056 -0.005 -0.000 0.001 -0.003 0.023 -0.000 0.000 0.000 0.004 0.045 0.001 -0.001 0.004 0.000 0.027 -0.004 1.000 0.024 0.026 | -| p3770_p | 0.203 0.096 0.169 -0.013 0.082 -0.251 -0.001 0.323 -0.066 0.025 0.000 0.017 -0.008 -0.143 0.209 -0.003 0.029 -0.069 -0.011 0.002 -0.083 0.024 1.000 -0.218 | -| p3770_s | 0.117 0.080 -0.079 0.028 -0.042 -0.148 0.000 -0.022 0.026 -0.024 -0.022 0.006 -0.004 0.082 -0.026 -0.039 0.028 0.019 -0.008 -0.446 -0.022 0.026 -0.218 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3227944668663265}), (, {'error': 0.10169624919854203}), (, {'error': 0.27363899952730364}), (, {'error': 0.24827740037428558}), (, {'error': 0.024708722163483188}), (, {'error': 0.19934910877879386}), (, {'error': 0.07759820298460962}), (, {'error': 0.3119131865409237}), (, {'error': 0.20020852804921224}), (, {'error': 0.1928843019705322}), (, {'error': 0.8543457125227398}), (, {'error': 0.2978467664827704}), (, {'error': 0.4743937555349871}), (, {'error': 0.17378771544936}), (, {'error': 0.0909932458360947}), (, {'error': 0.039821085720687543}), (, {'error': 0.0192490806836364}), (, {'error': 0.17214758377323092}), (, {'error': 3.885571113663001}), (, {'error': 0.030745698585604053}), (, {'error': 0.0702765226655313}), (, {'error': 0.024090643440986437}), (, {'error': 0.1095564337574979}), (, {'error': 0.23649786242500692})]) -Toy 7/25 -Time taken: 53 min -Projected time left: 2 h, 16 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1415 (1415 total) | -| EDM = 6.86E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297129.14496042446 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.23 | 0.08 | | | -2 | 2 | | -| 2 | p4040_p | -2.13 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.649 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.76 | 0.23 | | | -1.5 | 1.5 | | -| 6 | phi_p | 5.74 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 1.80 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.11 | 0.18 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -1.82 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 12| omega_p | -5.13 | 0.27 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.90 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.422 | 0.016 | | | -2 | 2 | | -| 16| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 9.4 | 0.7 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 21| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.27 | 0.22 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.290 0.125 -0.000 0.125 -0.099 0.005 -0.131 -0.102 -0.019 0.014 0.063 0.032 -0.176 0.195 -0.028 0.001 -0.120 -0.006 -0.035 0.414 0.038 0.258 0.166 | -| bplus_2 | -0.290 1.000 -0.095 -0.036 0.172 0.705 -0.002 -0.119 0.027 0.180 -0.119 0.035 0.047 0.135 -0.101 0.019 0.005 0.160 0.014 -0.005 -0.371 0.003 -0.115 -0.148 | -| p4040_p | 0.125 -0.095 1.000 0.002 -0.098 -0.344 -0.000 -0.057 -0.006 0.185 0.002 -0.006 -0.005 -0.241 0.300 0.017 0.020 0.296 0.001 -0.196 -0.011 0.027 0.176 -0.017 | -| rho_p | -0.000 -0.036 0.002 1.000 0.015 -0.015 -0.012 -0.004 -0.005 -0.005 -0.015 -0.098 -0.024 -0.008 0.004 -0.009 -0.000 -0.010 -0.005 0.001 0.004 -0.000 0.002 -0.002 | -| jpsi_p | 0.125 0.172 -0.098 0.015 1.000 0.270 -0.021 0.143 -0.021 -0.015 0.018 -0.009 -0.015 -0.034 -0.052 -0.091 0.055 -0.039 -0.001 -0.040 0.055 0.066 0.032 -0.064 | -| Ctt | -0.099 0.705 -0.344 -0.015 0.270 1.000 -0.008 -0.349 0.235 -0.097 -0.055 0.021 0.025 0.330 -0.416 -0.010 0.002 0.230 0.004 0.173 -0.202 -0.002 -0.225 -0.228 | -| phi_p | 0.005 -0.002 -0.000 -0.012 -0.021 -0.008 1.000 0.004 0.001 -0.002 0.537 0.009 0.022 -0.000 -0.001 0.022 0.001 -0.000 0.009 -0.002 -0.007 0.001 -0.000 0.001 | -| Dbar_p | -0.131 -0.119 -0.057 -0.004 0.143 -0.349 0.004 1.000 -0.033 -0.104 -0.006 0.045 0.027 -0.152 0.004 0.008 0.026 -0.129 -0.002 -0.077 0.214 0.006 0.317 -0.054 | -| p4415_s | -0.102 0.027 -0.006 -0.005 -0.021 0.235 0.001 -0.033 1.000 -0.128 -0.017 0.022 0.016 0.152 -0.047 0.016 0.001 0.285 0.001 -0.010 0.053 0.001 -0.087 -0.023 | -| p4415_p | -0.019 0.180 0.185 -0.005 -0.015 -0.097 -0.002 -0.104 -0.128 1.000 -0.020 -0.006 0.001 -0.237 0.324 0.025 0.013 -0.204 0.003 -0.090 -0.151 0.029 0.065 0.006 | -| phi_s | 0.014 -0.119 0.002 -0.015 0.018 -0.055 0.537 -0.006 -0.017 -0.020 1.000 0.021 0.003 -0.028 0.008 -0.017 -0.001 -0.033 -0.003 -0.000 0.022 0.000 0.005 -0.009 | -| rho_s | 0.063 0.035 -0.006 -0.098 -0.009 0.021 0.009 0.045 0.022 -0.006 0.021 1.000 0.728 0.015 -0.008 0.276 0.002 0.021 -0.054 -0.002 -0.168 0.002 0.028 0.018 | -| omega_p | 0.032 0.047 -0.005 -0.024 -0.015 0.025 0.022 0.027 0.016 0.001 0.003 0.728 1.000 0.015 -0.007 0.161 0.001 0.019 -0.196 -0.002 -0.101 0.001 0.014 0.011 | -| p4040_s | -0.176 0.135 -0.241 -0.008 -0.034 0.330 -0.000 -0.152 0.152 -0.237 -0.028 0.015 0.015 1.000 -0.542 0.025 -0.000 0.068 0.003 -0.054 -0.041 0.006 -0.180 0.061 | -| p4160_p | 0.195 -0.101 0.300 0.004 -0.052 -0.416 -0.001 0.004 -0.047 0.324 0.008 -0.008 -0.007 -0.542 1.000 0.012 0.026 -0.140 0.000 -0.124 -0.009 0.044 0.212 0.039 | -| bplus_0 | -0.028 0.019 0.017 -0.009 -0.091 -0.010 0.022 0.008 0.016 0.025 -0.017 0.276 0.161 0.025 0.012 1.000 0.001 0.037 -0.020 -0.011 -0.815 0.000 0.014 0.044 | -| Dbar_s | 0.001 0.005 0.020 -0.000 0.055 0.002 0.001 0.026 0.001 0.013 -0.001 0.002 0.001 -0.000 0.026 0.001 1.000 0.003 -0.000 0.028 0.002 -0.002 0.041 0.031 | -| p4160_s | -0.120 0.160 0.296 -0.010 -0.039 0.230 -0.000 -0.129 0.285 -0.204 -0.033 0.021 0.019 0.068 -0.140 0.037 0.003 1.000 0.003 -0.095 -0.050 0.008 -0.082 -0.014 | -| omega_s | -0.006 0.014 0.001 -0.005 -0.001 0.004 0.009 -0.002 0.001 0.003 -0.003 -0.054 -0.196 0.003 0.000 -0.020 -0.000 0.003 1.000 0.001 0.013 -0.000 -0.003 0.001 | -| psi2s_p | -0.035 -0.005 -0.196 0.001 -0.040 0.173 -0.002 -0.077 -0.010 -0.090 -0.000 -0.002 -0.002 -0.054 -0.124 -0.011 0.028 -0.095 0.001 1.000 0.009 0.029 0.030 -0.441 | -| bplus_1 | 0.414 -0.371 -0.011 0.004 0.055 -0.202 -0.007 0.214 0.053 -0.151 0.022 -0.168 -0.101 -0.041 -0.009 -0.815 0.002 -0.050 0.013 0.009 1.000 0.004 0.144 0.071 | -| DDstar_s | 0.038 0.003 0.027 -0.000 0.066 -0.002 0.001 0.006 0.001 0.029 0.000 0.002 0.001 0.006 0.044 0.000 -0.002 0.008 -0.000 0.029 0.004 1.000 0.031 0.031 | -| p3770_p | 0.258 -0.115 0.176 0.002 0.032 -0.225 -0.000 0.317 -0.087 0.065 0.005 0.028 0.014 -0.180 0.212 0.014 0.041 -0.082 -0.003 0.030 0.144 0.031 1.000 -0.209 | -| p3770_s | 0.166 -0.148 -0.017 -0.002 -0.064 -0.228 0.001 -0.054 -0.023 0.006 -0.009 0.018 0.011 0.061 0.039 0.044 0.031 -0.014 0.001 -0.441 0.071 0.031 -0.209 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31839668891247097}), (, {'error': 0.07722301022193123}), (, {'error': 0.2322081546947472}), (, {'error': 0.11903748490597277}), (, {'error': 0.02651288017379594}), (, {'error': 0.228281680004158}), (, {'error': 0.2131849239827881}), (, {'error': 0.31203904530775484}), (, {'error': 0.18468525596400953}), (, {'error': 0.19159561117438484}), (, {'error': 0.9370766151524963}), (, {'error': 0.4055992581742145}), (, {'error': 0.26726438174591793}), (, {'error': 0.16857837112630036}), (, {'error': 0.11369911610630856}), (, {'error': 0.01609616803125502}), (, {'error': 0.0176634603343776}), (, {'error': 0.16213468637840156}), (, {'error': 0.7306282685352414}), (, {'error': 0.032047942015333675}), (, {'error': 0.036421727353744715}), (, {'error': 0.023224173427672024}), (, {'error': 0.10117560459390518}), (, {'error': 0.2203807541292897})]) -Toy 8/25 -Time taken: 1 h, 41 s -Projected time left: 2 h, 8 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=257 (257 total) | -| EDM = 8.58E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 296996.17996939697 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.25 | 0.06 | | | -2 | 2 | | -| 2 | p4040_p | -2.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -2.9 | 7.9 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.602 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.47 | 0.11 | | | -1.5 | 1.5 | | -| 6 | phi_p | 6.19 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 2.00 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.78 | 0.15 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.93 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 17.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 0.04 | 1.95 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.5 | 0.8 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.97 | 0.12 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.98 | 0.08 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.414 | 0.006 | | | -2 | 2 | | -| 16| Dbar_s | -0.296 | 0.012 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.12 | 0.12 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 9.2 | 0.5 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.893 | 0.025 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.790 | 0.009 | | | -2 | 2 | | -| 21| DDstar_s | 0.299 | 0.012 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.71 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.07 | 0.17 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.343 0.052 0.443 0.393 0.104 -0.055 -0.062 -0.092 0.013 -0.203 -0.441 0.434 -0.095 0.117 0.434 -0.039 -0.097 -0.247 0.047 0.079 0.000 0.197 0.059 | -| bplus_2 | -0.343 1.000 0.078 -0.767 -0.465 0.179 0.107 -0.123 -0.016 0.221 0.314 0.760 -0.747 0.038 0.091 -0.564 0.042 0.084 0.425 -0.087 0.138 0.000 -0.105 0.047 | -| p4040_p | 0.052 0.078 1.000 -0.069 -0.059 -0.209 0.009 -0.063 0.055 0.043 0.026 0.068 -0.067 -0.089 0.071 -0.046 0.068 0.262 0.037 -0.140 0.013 0.000 0.097 -0.049 | -| rho_p | 0.443 -0.767 -0.069 1.000 0.630 0.122 -0.122 0.249 0.023 -0.180 -0.459 -0.994 0.982 -0.038 -0.062 0.625 -0.062 -0.060 -0.561 0.082 -0.332 -0.000 0.164 -0.048 | -| jpsi_p | 0.393 -0.465 -0.059 0.630 1.000 0.203 -0.091 0.307 -0.017 -0.092 -0.275 -0.625 0.614 -0.058 -0.024 0.377 0.042 -0.073 -0.353 0.025 -0.206 0.000 0.134 -0.028 | -| Ctt | 0.104 0.179 -0.209 0.122 0.203 1.000 -0.016 -0.130 0.161 -0.183 -0.058 -0.122 0.120 0.174 -0.250 0.052 0.020 0.148 -0.068 0.127 -0.071 -0.000 -0.069 -0.133 | -| phi_p | -0.055 0.107 0.009 -0.122 -0.091 -0.016 1.000 -0.029 -0.001 0.023 0.409 0.121 -0.115 0.007 0.007 -0.070 0.009 0.010 0.063 -0.011 0.046 0.000 -0.022 0.007 | -| Dbar_p | -0.062 -0.123 -0.063 0.249 0.307 -0.130 -0.029 1.000 -0.033 -0.064 -0.120 -0.249 0.245 -0.068 -0.024 0.278 0.028 -0.070 -0.139 0.015 0.084 -0.000 0.237 -0.036 | -| p4415_s | -0.092 -0.016 0.055 0.023 -0.017 0.161 -0.001 -0.033 1.000 -0.210 -0.017 -0.024 0.023 0.003 0.115 0.076 0.004 0.104 -0.014 -0.046 0.072 0.000 -0.026 -0.006 | -| p4415_p | 0.013 0.221 0.043 -0.180 -0.092 -0.183 0.023 -0.064 -0.210 1.000 0.079 0.179 -0.176 -0.120 0.095 -0.176 0.032 -0.209 0.100 -0.034 -0.034 0.000 0.035 0.018 | -| phi_s | -0.203 0.314 0.026 -0.459 -0.275 -0.058 0.409 -0.120 -0.017 0.079 1.000 0.456 -0.448 0.008 0.024 -0.300 0.029 0.017 0.263 -0.042 0.142 0.000 -0.075 0.011 | -| rho_s | -0.441 0.760 0.068 -0.994 -0.625 -0.122 0.121 -0.249 -0.024 0.179 0.456 1.000 -0.977 0.037 0.061 -0.624 0.062 0.059 0.558 -0.082 0.329 0.000 -0.163 0.047 | -| omega_p | 0.434 -0.747 -0.067 0.982 0.614 0.120 -0.115 0.245 0.023 -0.176 -0.448 -0.977 1.000 -0.036 -0.060 0.613 -0.061 -0.058 -0.497 0.080 -0.324 -0.000 0.160 -0.046 | -| p4040_s | -0.095 0.038 -0.089 -0.038 -0.058 0.174 0.007 -0.068 0.003 -0.120 0.008 0.037 -0.036 1.000 -0.345 0.031 0.020 -0.044 0.020 -0.073 0.080 0.000 -0.048 0.076 | -| p4160_p | 0.117 0.091 0.071 -0.062 -0.024 -0.250 0.007 -0.024 0.115 0.095 0.024 0.061 -0.060 -0.345 1.000 -0.058 0.072 -0.069 0.034 -0.068 -0.012 0.000 0.107 -0.003 | -| bplus_0 | 0.434 -0.564 -0.046 0.625 0.377 0.052 -0.070 0.278 0.076 -0.176 -0.300 -0.624 0.613 0.031 -0.058 1.000 -0.048 0.021 -0.350 0.087 -0.484 -0.000 0.139 0.021 | -| Dbar_s | -0.039 0.042 0.068 -0.062 0.042 0.020 0.009 0.028 0.004 0.032 0.029 0.062 -0.061 0.020 0.072 -0.048 1.000 0.015 0.035 0.083 0.007 -0.000 0.055 0.090 | -| p4160_s | -0.097 0.084 0.262 -0.060 -0.073 0.148 0.010 -0.070 0.104 -0.209 0.017 0.059 -0.058 -0.044 -0.069 0.021 0.015 1.000 0.032 -0.091 0.088 0.000 -0.028 0.016 | -| omega_s | -0.247 0.425 0.037 -0.561 -0.353 -0.068 0.063 -0.139 -0.014 0.100 0.263 0.558 -0.497 0.020 0.034 -0.350 0.035 0.032 1.000 -0.047 0.185 0.000 -0.092 0.025 | -| psi2s_p | 0.047 -0.087 -0.140 0.082 0.025 0.127 -0.011 0.015 -0.046 -0.034 -0.042 -0.082 0.080 -0.073 -0.068 0.087 0.083 -0.091 -0.047 1.000 0.023 0.000 0.049 -0.326 | -| bplus_1 | 0.079 0.138 0.013 -0.332 -0.206 -0.071 0.046 0.084 0.072 -0.034 0.142 0.329 -0.324 0.080 -0.012 -0.484 0.007 0.088 0.185 0.023 1.000 -0.000 -0.011 0.071 | -| DDstar_s | 0.000 0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 0.000 0.000 0.000 -0.000 0.000 0.000 -0.000 -0.000 0.000 0.000 0.000 -0.000 1.000 0.000 0.000 | -| p3770_p | 0.197 -0.105 0.097 0.164 0.134 -0.069 -0.022 0.237 -0.026 0.035 -0.075 -0.163 0.160 -0.048 0.107 0.139 0.055 -0.028 -0.092 0.049 -0.011 0.000 1.000 -0.185 | -| p3770_s | 0.059 0.047 -0.049 -0.048 -0.028 -0.133 0.007 -0.036 -0.006 0.018 0.011 0.047 -0.046 0.076 -0.003 0.021 0.090 0.016 0.025 -0.326 0.071 0.000 -0.185 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19272736730001316}), (, {'error': 0.05971446853144202}), (, {'error': 0.14197151963295518}), (, {'error': 7.942727430350168}), (, {'error': 0.027105750952207686}), (, {'error': 0.1101193626540336}), (, {'error': 0.15103336534711786}), (, {'error': 0.19530203683599723}), (, {'error': 0.15048470359457095}), (, {'error': 0.22172497199851637}), (, {'error': 0.7830317638415956}), (, {'error': 1.9524012872207392}), (, {'error': 0.8388810059541889}), (, {'error': 0.12117391693278079}), (, {'error': 0.07823847692512542}), (, {'error': 0.0059349511451316506}), (, {'error': 0.012362164644068918}), (, {'error': 0.12469623224948523}), (, {'error': 0.4525470329026957}), (, {'error': 0.025296609934904346}), (, {'error': 0.009379525630127894}), (, {'error': 0.011682835396139846}), (, {'error': 0.08583863354641252}), (, {'error': 0.17322388018063894})]) -Toy 9/25 -Time taken: 1 h, 4 min -Projected time left: 1 h, 54 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1393 (1393 total) | -| EDM = 0.00378 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297378.4982764444 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.26 | 0.04 | | | -2 | 2 | | -| 2 | p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.61 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.46 | 0.10 | | | -1.5 | 1.5 | | -| 6 | phi_p | -0.48 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -5 | 7 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.24 | 0.14 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.66 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.39 | 0.24 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.70 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.018 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.04 | 0.12 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.427 | 0.006 | | | -2 | 2 | | -| 16| Dbar_s | 0.06 | 0.48 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.06 | 0.14 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 8.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.837 | 0.013 | | | -2 | 2 | | -| 21| DDstar_s | 0.30 | 0.49 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.06 | 0.28 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.071 0.058 -0.050 -0.705 0.285 -0.041 0.714 -0.017 -0.164 0.017 -0.036 -0.027 -0.036 -0.581 0.374 -0.692 0.288 -0.002 -0.614 0.374 0.646 -0.646 -0.548 | -| bplus_2 | 0.071 1.000 0.016 -0.197 -0.099 -0.328 -0.035 0.130 0.107 -0.091 0.069 0.037 -0.019 -0.009 -0.134 -0.027 -0.112 0.019 0.005 -0.087 -0.022 0.113 -0.120 -0.102 | -| p4040_p | 0.058 0.016 1.000 -0.007 -0.070 0.041 -0.004 0.072 -0.004 -0.019 0.004 -0.005 -0.003 -0.124 -0.055 0.053 -0.075 0.007 0.001 -0.050 0.052 0.062 -0.075 -0.053 | -| rho_p | -0.050 -0.197 -0.007 1.000 0.073 -0.028 0.060 -0.069 -0.009 0.028 0.070 0.118 0.036 0.004 0.060 -0.093 0.069 -0.015 0.022 0.059 -0.092 -0.066 0.061 0.063 | -| jpsi_p | -0.705 -0.099 -0.070 0.073 1.000 -0.365 0.052 -0.927 -0.047 0.096 -0.043 0.070 0.035 0.053 0.761 -0.687 0.936 -0.487 -0.012 0.770 -0.689 -0.820 0.880 0.727 | -| Ctt | 0.285 -0.328 0.041 -0.028 -0.365 1.000 -0.022 0.344 0.163 0.003 0.006 -0.020 -0.012 -0.033 -0.361 0.241 -0.315 0.307 -0.001 -0.163 0.249 0.314 -0.325 -0.297 | -| phi_p | -0.041 -0.035 -0.004 0.060 0.052 -0.022 1.000 -0.056 -0.003 0.009 0.360 0.001 -0.011 0.003 0.045 -0.055 0.056 -0.026 -0.034 0.046 -0.049 -0.050 0.052 0.044 | -| Dbar_p | 0.714 0.130 0.072 -0.069 -0.927 0.344 -0.056 1.000 0.039 -0.089 0.039 -0.079 -0.038 -0.056 -0.788 0.729 -0.987 0.517 0.009 -0.793 0.735 0.897 -0.938 -0.746 | -| p4415_s | -0.017 0.107 -0.004 -0.009 -0.047 0.163 -0.003 0.039 1.000 -0.077 0.001 0.004 -0.002 -0.005 -0.028 -0.032 -0.045 0.214 -0.001 -0.020 -0.038 0.009 -0.055 -0.027 | -| p4415_p | -0.164 -0.091 -0.019 0.028 0.096 0.003 0.009 -0.089 -0.077 1.000 -0.013 0.001 0.005 0.014 0.187 -0.073 0.098 -0.104 -0.002 0.065 -0.068 -0.073 0.100 0.091 | -| phi_s | 0.017 0.069 0.004 0.070 -0.043 0.006 0.360 0.039 0.001 -0.013 1.000 0.000 -0.001 -0.002 -0.033 0.047 -0.037 0.008 0.012 -0.033 0.036 0.033 -0.036 -0.035 | -| rho_s | -0.036 0.037 -0.005 0.118 0.070 -0.020 0.001 -0.079 0.004 0.001 0.000 1.000 0.213 0.004 0.058 -0.097 0.077 -0.044 -0.134 0.062 -0.055 -0.061 0.074 0.055 | -| omega_p | -0.027 -0.019 -0.003 0.036 0.035 -0.012 -0.011 -0.038 -0.002 0.005 -0.001 0.213 1.000 0.002 0.031 -0.034 0.038 -0.018 0.655 0.031 -0.031 -0.034 0.036 0.030 | -| p4040_s | -0.036 -0.009 -0.124 0.004 0.053 -0.033 0.003 -0.056 -0.005 0.014 -0.002 0.004 0.002 1.000 0.054 -0.039 0.057 -0.014 -0.000 0.044 -0.040 -0.048 0.056 0.039 | -| p4160_p | -0.581 -0.134 -0.055 0.060 0.761 -0.361 0.045 -0.788 -0.028 0.187 -0.033 0.058 0.031 0.054 1.000 -0.561 0.802 -0.445 -0.007 0.627 -0.564 -0.667 0.773 0.611 | -| bplus_0 | 0.374 -0.027 0.053 -0.093 -0.687 0.241 -0.055 0.729 -0.032 -0.073 0.047 -0.097 -0.034 -0.039 -0.561 1.000 -0.719 0.338 0.018 -0.588 0.382 0.595 -0.685 -0.560 | -| Dbar_s | -0.692 -0.112 -0.075 0.069 0.936 -0.315 0.056 -0.987 -0.045 0.098 -0.037 0.077 0.038 0.057 0.802 -0.719 1.000 -0.517 -0.008 0.807 -0.726 -0.897 0.941 0.764 | -| p4160_s | 0.288 0.019 0.007 -0.015 -0.487 0.307 -0.026 0.517 0.214 -0.104 0.008 -0.044 -0.018 -0.014 -0.445 0.338 -0.517 1.000 0.002 -0.430 0.344 0.445 -0.490 -0.368 | -| omega_s | -0.002 0.005 0.001 0.022 -0.012 -0.001 -0.034 0.009 -0.001 -0.002 0.012 -0.134 0.655 -0.000 -0.007 0.018 -0.008 0.002 1.000 -0.008 0.007 0.005 -0.009 -0.008 | -| psi2s_p | -0.614 -0.087 -0.050 0.059 0.770 -0.163 0.046 -0.793 -0.020 0.065 -0.033 0.062 0.031 0.044 0.627 -0.588 0.807 -0.430 -0.008 1.000 -0.593 -0.702 0.755 0.511 | -| bplus_1 | 0.374 -0.022 0.052 -0.092 -0.689 0.249 -0.049 0.735 -0.038 -0.068 0.036 -0.055 -0.031 -0.040 -0.564 0.382 -0.726 0.344 0.007 -0.593 1.000 0.598 -0.694 -0.566 | -| DDstar_s | 0.646 0.113 0.062 -0.066 -0.820 0.314 -0.050 0.897 0.009 -0.073 0.033 -0.061 -0.034 -0.048 -0.667 0.595 -0.897 0.445 0.005 -0.702 0.598 1.000 -0.826 -0.654 | -| p3770_p | -0.646 -0.120 -0.075 0.061 0.880 -0.325 0.052 -0.938 -0.055 0.100 -0.036 0.074 0.036 0.056 0.773 -0.685 0.941 -0.490 -0.009 0.755 -0.694 -0.826 1.000 0.680 | -| p3770_s | -0.548 -0.102 -0.053 0.063 0.727 -0.297 0.044 -0.746 -0.027 0.091 -0.035 0.055 0.030 0.039 0.611 -0.560 0.764 -0.368 -0.008 0.511 -0.566 -0.654 0.680 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23687839418061274}), (, {'error': 0.039316975017350986}), (, {'error': 11.47842510314908}), (, {'error': 0.24020131881982332}), (, {'error': 0.053007244908636064}), (, {'error': 0.09815834639649856}), (, {'error': 0.14751469852331667}), (, {'error': 6.576344508772372}), (, {'error': 0.1448437328448513}), (, {'error': 0.13457552045952426}), (, {'error': 0.7862702911376669}), (, {'error': 0.2424865401246138}), (, {'error': 0.21575669292315602}), (, {'error': 0.01772514700294962}), (, {'error': 0.12361541987289737}), (, {'error': 0.00645273336804264}), (, {'error': 0.48007862290444037}), (, {'error': 0.13845378408069642}), (, {'error': 1.1219525024408346}), (, {'error': 0.04083500593189626}), (, {'error': 0.012982728267028065}), (, {'error': 0.4897123707319405}), (, {'error': 0.3237250056901031}), (, {'error': 0.2800549255779414})]) -Toy 10/25 -Time taken: 1 h, 12 min -Projected time left: 1 h, 48 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1441 (1441 total) | -| EDM = 7.23E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297219.5551871574 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.42 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.20 | 0.10 | | | -2 | 2 | | -| 2 | p4040_p | -2.21 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 0.012 | 0.227 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.649 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.45 | 0.21 | | | -1.5 | 1.5 | | -| 6 | phi_p | 5.82 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 1.89 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.31 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.30 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 15.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.10 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.08 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.523 | 0.023 | | | -2 | 2 | | -| 16| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 8.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.98 | 0.05 | | | -2 | 2 | | -| 21| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.65 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.13 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.299 0.093 -0.029 0.082 -0.110 0.001 -0.097 -0.016 -0.087 0.012 0.044 0.012 -0.154 0.145 0.033 0.004 -0.098 -0.000 -0.053 0.360 0.030 0.232 0.126 | -| bplus_2 | -0.299 1.000 -0.061 0.243 0.144 0.684 0.006 -0.089 -0.109 0.203 -0.091 0.063 -0.026 0.114 -0.048 -0.009 0.003 0.139 -0.036 0.008 -0.313 0.001 -0.104 -0.099 | -| p4040_p | 0.093 -0.061 1.000 -0.001 -0.102 -0.332 -0.001 -0.036 -0.038 0.173 -0.004 -0.003 -0.004 -0.225 0.300 0.012 0.020 0.268 -0.005 -0.218 -0.012 0.025 0.178 -0.061 | -| rho_p | -0.029 0.243 -0.001 1.000 -0.101 0.096 0.094 0.009 0.001 0.051 0.111 0.344 -0.012 0.050 -0.008 -0.054 0.001 0.060 0.085 -0.005 0.047 0.000 -0.024 0.015 | -| jpsi_p | 0.082 0.144 -0.102 -0.101 1.000 0.257 -0.026 0.200 -0.012 -0.032 0.007 -0.037 -0.018 -0.025 -0.061 -0.046 0.041 -0.030 -0.018 -0.027 0.019 0.050 0.027 -0.056 | -| Ctt | -0.110 0.684 -0.332 0.096 0.257 1.000 -0.006 -0.306 0.185 -0.018 -0.042 0.023 -0.010 0.318 -0.391 -0.006 0.004 0.255 -0.015 0.198 -0.173 -0.003 -0.222 -0.177 | -| phi_p | 0.001 0.006 -0.001 0.094 -0.026 -0.006 1.000 0.002 0.001 0.000 0.578 0.036 -0.039 0.001 -0.001 0.006 0.000 0.002 -0.055 -0.003 0.003 0.000 -0.003 0.001 | -| Dbar_p | -0.097 -0.089 -0.036 0.009 0.200 -0.306 0.002 1.000 0.038 -0.086 -0.004 0.032 0.005 -0.108 0.020 0.034 0.018 -0.080 -0.004 -0.027 0.166 0.003 0.302 -0.034 | -| p4415_s | -0.016 -0.109 -0.038 0.001 -0.012 0.185 0.001 0.038 1.000 -0.180 -0.001 0.017 0.003 0.208 -0.107 0.022 -0.000 0.337 -0.001 0.030 0.120 -0.001 -0.067 0.019 | -| p4415_p | -0.087 0.203 0.173 0.051 -0.032 -0.018 0.000 -0.086 -0.180 1.000 -0.023 0.008 -0.009 -0.188 0.291 0.013 0.014 -0.152 -0.011 -0.103 -0.110 0.025 0.040 -0.019 | -| phi_s | 0.012 -0.091 -0.004 0.111 0.007 -0.042 0.578 -0.004 -0.001 -0.023 1.000 0.079 0.011 -0.021 -0.002 -0.014 -0.000 -0.026 0.015 -0.003 0.020 0.000 0.003 -0.012 | -| rho_s | 0.044 0.063 -0.003 0.344 -0.037 0.023 0.036 0.032 0.017 0.008 0.079 1.000 0.369 0.020 -0.005 0.164 0.001 0.027 0.086 -0.001 -0.098 0.001 0.010 0.015 | -| omega_p | 0.012 -0.026 -0.004 -0.012 -0.018 -0.010 -0.039 0.005 0.003 -0.009 0.011 0.369 1.000 -0.004 -0.004 0.045 0.000 -0.005 0.797 -0.004 -0.030 0.001 0.002 -0.003 | -| p4040_s | -0.154 0.114 -0.225 0.050 -0.025 0.318 0.001 -0.108 0.208 -0.188 -0.021 0.020 -0.004 1.000 -0.540 0.021 0.000 0.132 -0.009 -0.042 -0.012 0.004 -0.146 0.090 | -| p4160_p | 0.145 -0.048 0.300 -0.008 -0.061 -0.391 -0.001 0.020 -0.107 0.291 -0.002 -0.005 -0.004 -0.540 1.000 0.012 0.026 -0.176 -0.004 -0.153 -0.023 0.040 0.204 -0.013 | -| bplus_0 | 0.033 -0.009 0.012 -0.054 -0.046 -0.006 0.006 0.034 0.022 0.013 -0.014 0.164 0.045 0.021 0.012 1.000 0.001 0.036 -0.010 -0.008 -0.837 0.001 0.035 0.045 | -| Dbar_s | 0.004 0.003 0.020 0.001 0.041 0.004 0.000 0.018 -0.000 0.014 -0.000 0.001 0.000 0.000 0.026 0.001 1.000 0.002 0.000 0.022 0.000 -0.001 0.029 0.023 | -| p4160_s | -0.098 0.139 0.268 0.060 -0.030 0.255 0.002 -0.080 0.337 -0.152 -0.026 0.027 -0.005 0.132 -0.176 0.036 0.002 1.000 -0.011 -0.074 -0.009 0.005 -0.072 0.011 | -| omega_s | -0.000 -0.036 -0.005 0.085 -0.018 -0.015 -0.055 -0.004 -0.001 -0.011 0.015 0.086 0.797 -0.009 -0.004 -0.010 0.000 -0.011 1.000 -0.005 0.007 0.000 -0.002 -0.008 | -| psi2s_p | -0.053 0.008 -0.218 -0.005 -0.027 0.198 -0.003 -0.027 0.030 -0.103 -0.003 -0.001 -0.004 -0.042 -0.153 -0.008 0.022 -0.074 -0.005 1.000 0.011 0.021 0.015 -0.434 | -| bplus_1 | 0.360 -0.313 -0.012 0.047 0.019 -0.173 0.003 0.166 0.120 -0.110 0.020 -0.098 -0.030 -0.012 -0.023 -0.837 0.000 -0.009 0.007 0.011 1.000 0.004 0.098 0.053 | -| DDstar_s | 0.030 0.001 0.025 0.000 0.050 -0.003 0.000 0.003 -0.001 0.025 0.000 0.001 0.001 0.004 0.040 0.001 -0.001 0.005 0.000 0.021 0.004 1.000 0.024 0.023 | -| p3770_p | 0.232 -0.104 0.178 -0.024 0.027 -0.222 -0.003 0.302 -0.067 0.040 0.003 0.010 0.002 -0.146 0.204 0.035 0.029 -0.072 -0.002 0.015 0.098 0.024 1.000 -0.241 | -| p3770_s | 0.126 -0.099 -0.061 0.015 -0.056 -0.177 0.001 -0.034 0.019 -0.019 -0.012 0.015 -0.003 0.090 -0.013 0.045 0.023 0.011 -0.008 -0.434 0.053 0.023 -0.241 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31039536645816446}), (, {'error': 0.09725179761045277}), (, {'error': 0.17343000275870812}), (, {'error': 0.22662738834931506}), (, {'error': 0.025869714167061186}), (, {'error': 0.2106249926093569}), (, {'error': 0.21249316699752185}), (, {'error': 0.28674013943998}), (, {'error': 0.19021717982797892}), (, {'error': 0.1630508359378795}), (, {'error': 0.9530978538122223}), (, {'error': 0.3412553622636968}), (, {'error': 0.3656162824889857}), (, {'error': 0.16655521650743194}), (, {'error': 0.09466860866439442}), (, {'error': 0.02333931587839788}), (, {'error': 0.014296857479599245}), (, {'error': 0.16614306358621578}), (, {'error': 1.389022607423522}), (, {'error': 0.03186545345458569}), (, {'error': 0.04832011732465891}), (, {'error': 0.01829452187224473}), (, {'error': 0.10009717157180309}), (, {'error': 0.2260438069392332})]) -Toy 11/25 -Time taken: 1 h, 20 min -Projected time left: 1 h, 41 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1412 (1412 total) | -| EDM = 0.000174 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297067.7153643647 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.11 | 0.09 | | | -2 | 2 | | -| 2 | p4040_p | -2.73 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.27 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.57 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.21 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | -0.38 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 3.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.81 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.31 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.36 | 0.12 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.50 | 0.03 | | | -2 | 2 | | -| 16| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.42 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 1.02 | 0.07 | | | -2 | 2 | | -| 21| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.92 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.30 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.090 -0.366 0.013 -0.565 0.437 -0.012 -0.593 0.032 -0.394 -0.004 -0.030 -0.001 -0.067 -0.559 0.043 -0.104 -0.092 0.015 -0.176 0.035 0.131 -0.242 -0.128 | -| bplus_2 | -0.090 1.000 0.005 -0.298 0.193 -0.565 -0.021 0.058 0.149 -0.116 0.092 0.007 0.018 0.003 0.002 -0.047 0.094 -0.049 -0.044 -0.028 -0.115 0.056 -0.037 0.035 | -| p4040_p | -0.366 0.005 1.000 0.002 0.397 -0.163 0.003 -0.144 -0.047 0.369 0.006 -0.025 -0.004 -0.165 0.482 0.036 -0.011 0.301 0.012 0.074 0.028 -0.019 0.268 0.184 | -| rho_p | 0.013 -0.298 0.002 1.000 -0.022 0.101 0.109 0.016 -0.002 0.033 0.108 0.155 0.021 0.038 -0.012 0.069 0.006 0.056 0.277 -0.002 -0.077 -0.005 -0.004 0.012 | -| jpsi_p | -0.565 0.193 0.397 -0.022 1.000 -0.304 0.002 0.004 -0.086 0.334 -0.006 0.011 0.003 0.012 0.509 -0.057 0.093 0.025 -0.014 0.260 0.042 -0.067 0.171 0.311 | -| Ctt | 0.437 -0.565 -0.163 0.101 -0.304 1.000 0.000 -0.541 0.141 -0.100 -0.033 -0.030 -0.008 0.223 -0.309 0.055 -0.268 0.176 0.024 0.265 0.089 0.053 -0.123 0.028 | -| phi_p | -0.012 -0.021 0.003 0.109 0.002 0.000 1.000 0.007 0.003 0.007 0.566 0.051 -0.002 0.008 0.003 -0.031 0.006 0.009 -0.013 0.002 0.024 0.000 -0.003 0.003 | -| Dbar_p | -0.593 0.058 -0.144 0.016 0.004 -0.541 0.007 1.000 0.079 -0.015 -0.024 0.077 0.008 0.057 0.008 -0.114 0.299 0.018 -0.036 -0.188 -0.097 -0.104 0.071 -0.289 | -| p4415_s | 0.032 0.149 -0.047 -0.002 -0.086 0.141 0.003 0.079 1.000 -0.195 -0.009 0.039 0.005 0.190 -0.123 -0.073 0.030 0.325 -0.019 -0.002 -0.053 -0.004 -0.074 -0.020 | -| p4415_p | -0.394 -0.116 0.369 0.033 0.334 -0.100 0.007 -0.015 -0.195 1.000 -0.007 -0.009 -0.004 -0.177 0.526 0.007 -0.040 -0.108 0.008 0.108 0.049 -0.063 0.199 0.171 | -| phi_s | -0.004 0.092 0.006 0.108 -0.006 -0.033 0.566 -0.024 -0.009 -0.007 1.000 0.020 -0.018 -0.020 0.013 0.067 -0.014 -0.026 0.046 0.003 -0.063 -0.003 0.002 0.000 | -| rho_s | -0.030 0.007 -0.025 0.155 0.011 -0.030 0.051 0.077 0.039 -0.009 0.020 1.000 0.123 0.036 -0.029 -0.297 0.053 0.029 -0.405 -0.011 0.257 0.018 -0.021 -0.024 | -| omega_p | -0.001 0.018 -0.004 0.021 0.003 -0.008 -0.002 0.008 0.005 -0.004 -0.018 0.123 1.000 0.001 -0.004 -0.035 0.005 -0.001 -0.430 -0.002 0.032 0.003 -0.002 -0.004 | -| p4040_s | -0.067 0.003 -0.165 0.038 0.012 0.223 0.008 0.057 0.190 -0.177 -0.020 0.036 0.001 1.000 -0.361 -0.074 -0.049 0.058 -0.012 0.031 -0.005 -0.040 -0.060 0.129 | -| p4160_p | -0.559 0.002 0.482 -0.012 0.509 -0.309 0.003 0.008 -0.123 0.526 0.013 -0.029 -0.004 -0.361 1.000 0.054 0.048 -0.063 0.012 0.148 0.018 -0.040 0.294 0.208 | -| bplus_0 | 0.043 -0.047 0.036 0.069 -0.057 0.055 -0.031 -0.114 -0.073 0.007 0.067 -0.297 -0.035 -0.074 0.054 1.000 -0.088 -0.062 0.158 0.020 -0.944 -0.030 0.060 0.030 | -| Dbar_s | -0.104 0.094 -0.011 0.006 0.093 -0.268 0.006 0.299 0.030 -0.040 -0.014 0.053 0.005 -0.049 0.048 -0.088 1.000 -0.045 -0.024 -0.024 -0.058 -0.037 0.217 -0.053 | -| p4160_s | -0.092 -0.049 0.301 0.056 0.025 0.176 0.009 0.018 0.325 -0.108 -0.026 0.029 -0.001 0.058 -0.063 -0.062 -0.045 1.000 -0.007 -0.002 -0.003 -0.029 0.020 0.068 | -| omega_s | 0.015 -0.044 0.012 0.277 -0.014 0.024 -0.013 -0.036 -0.019 0.008 0.046 -0.405 -0.430 -0.012 0.012 0.158 -0.024 -0.007 1.000 0.004 -0.144 -0.009 0.006 0.012 | -| psi2s_p | -0.176 -0.028 0.074 -0.002 0.260 0.265 0.002 -0.188 -0.002 0.108 0.003 -0.011 -0.002 0.031 0.148 0.020 -0.024 -0.002 0.004 1.000 0.017 -0.020 0.106 -0.111 | -| bplus_1 | 0.035 -0.115 0.028 -0.077 0.042 0.089 0.024 -0.097 -0.053 0.049 -0.063 0.257 0.032 -0.005 0.018 -0.944 -0.058 -0.003 -0.144 0.017 1.000 -0.022 -0.050 0.015 | -| DDstar_s | 0.131 0.056 -0.019 -0.005 -0.067 0.053 0.000 -0.104 -0.004 -0.063 -0.003 0.018 0.003 -0.040 -0.040 -0.030 -0.037 -0.029 -0.009 -0.020 -0.022 1.000 0.021 0.015 | -| p3770_p | -0.242 -0.037 0.268 -0.004 0.171 -0.123 -0.003 0.071 -0.074 0.199 0.002 -0.021 -0.002 -0.060 0.294 0.060 0.217 0.020 0.006 0.106 -0.050 0.021 1.000 -0.133 | -| p3770_s | -0.128 0.035 0.184 0.012 0.311 0.028 0.003 -0.289 -0.020 0.171 0.000 -0.024 -0.004 0.129 0.208 0.030 -0.053 0.068 0.012 -0.111 0.015 0.015 -0.133 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6756015186644506}), (, {'error': 0.090626742051094}), (, {'error': 0.1673714272615543}), (, {'error': 0.26517605852042436}), (, {'error': 0.032405396689577426}), (, {'error': 0.20375609412991713}), (, {'error': 0.19546153878939565}), (, {'error': 0.606217789781569}), (, {'error': 0.19394611176137205}), (, {'error': 0.2154561639760173}), (, {'error': 1.0380043678201876}), (, {'error': 0.3259116524583199}), (, {'error': 0.47389021958615274}), (, {'error': 0.16830996455375624}), (, {'error': 0.1249652621997448}), (, {'error': 0.033143948455683026}), (, {'error': 0.3814334277071951}), (, {'error': 0.16562879278556664}), (, {'error': 1.0649569104933865}), (, {'error': 0.034580963075488746}), (, {'error': 0.06684086069070494}), (, {'error': 0.06040099793539028}), (, {'error': 0.12456630337429653}), (, {'error': 0.2533720180928143})]) -Toy 12/25 -Time taken: 1 h, 27 min -Projected time left: 1 h, 35 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1406 (1406 total) | -| EDM = 0.000109 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297151.0127116444 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.33 | 0.09 | | | -2 | 2 | | -| 2 | p4040_p | -2.25 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.28 | 0.36 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.658 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.90 | 0.21 | | | -1.5 | 1.5 | | -| 6 | phi_p | 5.88 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.126 | 0.028 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.96 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.22 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.432 | 0.031 | | | -2 | 2 | | -| 16| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.03 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 7.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.86 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.52 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.10 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.300 0.118 -0.033 0.091 0.054 0.005 -0.325 -0.002 0.008 -0.019 0.110 0.002 -0.197 0.161 -0.086 -0.020 -0.104 -0.061 -0.044 -0.229 0.091 0.250 0.184 | -| bplus_2 | 0.300 1.000 0.075 -0.285 -0.183 -0.672 -0.019 0.021 -0.011 0.005 0.066 0.070 0.004 -0.213 0.094 -0.201 0.003 -0.230 -0.067 -0.069 -0.045 0.028 0.115 0.101 | -| p4040_p | 0.118 0.075 1.000 -0.010 -0.075 -0.213 -0.001 -0.216 0.009 -0.004 0.003 -0.005 0.000 -0.205 0.257 -0.012 0.019 0.316 0.001 -0.161 0.025 0.057 0.148 0.024 | -| rho_p | -0.033 -0.285 -0.010 1.000 -0.083 0.105 0.090 0.020 0.002 -0.001 0.105 0.089 0.010 0.062 -0.024 0.150 0.004 0.074 0.312 0.001 -0.141 -0.002 -0.020 0.008 | -| jpsi_p | 0.091 -0.183 -0.075 -0.083 1.000 0.332 -0.029 -0.045 0.001 0.001 0.014 -0.030 0.002 0.018 -0.049 0.104 0.078 0.010 -0.005 0.004 -0.057 0.116 -0.019 -0.039 | -| Ctt | 0.054 -0.672 -0.213 0.105 0.332 1.000 0.003 -0.417 -0.002 -0.008 -0.039 -0.014 -0.001 0.354 -0.286 0.053 -0.030 0.265 0.012 0.289 0.085 -0.016 -0.183 -0.078 | -| phi_p | 0.005 -0.019 -0.001 0.090 -0.029 0.003 1.000 0.005 0.000 -0.000 0.528 0.036 -0.001 0.006 -0.004 -0.025 0.001 0.007 -0.020 -0.002 0.016 0.002 -0.005 0.001 | -| Dbar_p | -0.325 0.021 -0.216 0.020 -0.045 -0.417 0.005 1.000 -0.009 0.004 -0.024 0.051 0.001 -0.109 -0.167 -0.058 0.063 -0.117 -0.026 -0.221 -0.040 0.005 0.163 -0.262 | -| p4415_s | -0.002 -0.011 0.009 0.002 0.001 -0.002 0.000 -0.009 1.000 -0.017 -0.001 -0.001 -0.000 -0.011 0.016 0.000 0.000 -0.013 0.001 -0.002 0.006 0.002 0.003 0.002 | -| p4415_p | 0.008 0.005 -0.004 -0.001 0.001 -0.008 -0.000 0.004 -0.017 1.000 0.001 -0.000 0.000 -0.003 -0.005 0.001 -0.000 -0.008 0.000 -0.000 -0.003 -0.000 0.004 0.000 | -| phi_s | -0.019 0.066 0.003 0.105 0.014 -0.039 0.528 -0.024 -0.001 0.001 1.000 -0.015 -0.004 -0.026 0.010 0.105 -0.002 -0.032 0.056 -0.002 -0.092 -0.001 0.001 -0.008 | -| rho_s | 0.110 0.070 -0.005 0.089 -0.030 -0.014 0.036 0.051 -0.001 -0.000 -0.015 1.000 0.022 0.007 -0.012 -0.401 0.004 0.011 -0.441 -0.005 0.321 0.010 0.011 0.007 | -| omega_p | 0.002 0.004 0.000 0.010 0.002 -0.001 -0.001 0.001 -0.000 0.000 -0.004 0.022 1.000 -0.001 0.000 -0.006 -0.000 -0.001 -0.119 0.000 0.005 0.000 0.001 0.000 | -| p4040_s | -0.197 -0.213 -0.205 0.062 0.018 0.354 0.006 -0.109 -0.011 -0.003 -0.026 0.007 -0.001 1.000 -0.500 -0.030 -0.013 0.072 0.000 0.022 0.090 -0.012 -0.172 0.089 | -| p4160_p | 0.161 0.094 0.257 -0.024 -0.049 -0.286 -0.004 -0.167 0.016 -0.005 0.010 -0.012 0.000 -0.500 1.000 0.007 0.031 -0.122 0.004 -0.102 0.005 0.087 0.160 0.053 | -| bplus_0 | -0.086 -0.201 -0.012 0.150 0.104 0.053 -0.025 -0.058 0.000 0.001 0.105 -0.401 -0.006 -0.030 0.007 1.000 -0.003 -0.025 0.243 -0.006 -0.908 -0.004 0.032 -0.013 | -| Dbar_s | -0.020 0.003 0.019 0.004 0.078 -0.030 0.001 0.063 0.000 -0.000 -0.002 0.004 -0.000 -0.013 0.031 -0.003 1.000 -0.008 -0.002 0.026 -0.008 -0.005 0.072 0.028 | -| p4160_s | -0.104 -0.230 0.316 0.074 0.010 0.265 0.007 -0.117 -0.013 -0.008 -0.032 0.011 -0.001 0.072 -0.122 -0.025 -0.008 1.000 -0.000 -0.035 0.068 0.001 -0.064 0.021 | -| omega_s | -0.061 -0.067 0.001 0.312 -0.005 0.012 -0.020 -0.026 0.001 0.000 0.056 -0.441 -0.119 0.000 0.004 0.243 -0.002 -0.000 1.000 0.001 -0.203 -0.005 -0.009 -0.004 | -| psi2s_p | -0.044 -0.069 -0.161 0.001 0.004 0.289 -0.002 -0.221 -0.002 -0.000 -0.002 -0.005 0.000 0.022 -0.102 -0.006 0.026 -0.035 0.001 1.000 0.056 0.039 -0.023 -0.386 | -| bplus_1 | -0.229 -0.045 0.025 -0.141 -0.057 0.085 0.016 -0.040 0.006 -0.003 -0.092 0.321 0.005 0.090 0.005 -0.908 -0.008 0.068 -0.203 0.056 1.000 -0.029 -0.143 -0.030 | -| DDstar_s | 0.091 0.028 0.057 -0.002 0.116 -0.016 0.002 0.005 0.002 -0.000 -0.001 0.010 0.000 -0.012 0.087 -0.004 -0.005 0.001 -0.005 0.039 -0.029 1.000 0.070 0.060 | -| p3770_p | 0.250 0.115 0.148 -0.020 -0.019 -0.183 -0.005 0.163 0.003 0.004 0.001 0.011 0.001 -0.172 0.160 0.032 0.072 -0.064 -0.009 -0.023 -0.143 0.070 1.000 -0.234 | -| p3770_s | 0.184 0.101 0.024 0.008 -0.039 -0.078 0.001 -0.262 0.002 0.000 -0.008 0.007 0.000 0.089 0.053 -0.013 0.028 0.021 -0.004 -0.386 -0.030 0.060 -0.234 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.41905442829295847}), (, {'error': 0.0861756918225145}), (, {'error': 0.19618256678233892}), (, {'error': 0.3578148662509921}), (, {'error': 0.023970491268069605}), (, {'error': 0.21482200030676113}), (, {'error': 0.20337491322962187}), (, {'error': 0.39764305875996575}), (, {'error': 0.02754425410601126}), (, {'error': 0.14882142650959285}), (, {'error': 1.0210718589990542}), (, {'error': 0.3585294637084472}), (, {'error': 0.1180440232340274}), (, {'error': 0.1701984371668731}), (, {'error': 0.10557132642284905}), (, {'error': 0.03116522512716391}), (, {'error': 0.03215480980762231}), (, {'error': 0.16001020710679548}), (, {'error': 0.9825447485573751}), (, {'error': 0.0322622258335592}), (, {'error': 0.06110473082790979}), (, {'error': 0.04642914935787795}), (, {'error': 0.10480664414601004}), (, {'error': 0.23514668626542212})]) -Toy 13/25 -Time taken: 1 h, 35 min -Projected time left: 1 h, 28 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1320 (1320 total) | -| EDM = 7.23E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297252.54712787014 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.32 | 0.10 | | | -2 | 2 | | -| 2 | p4040_p | -2.62 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.640 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.65 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | 6.04 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.31 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.16 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | -0.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.81 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 16| Dbar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 5.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.873 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.75 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.24 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.295 -0.032 0.039 -0.008 -0.024 0.001 -0.210 -0.023 -0.130 -0.015 0.104 -0.009 -0.144 0.075 -0.127 0.005 -0.092 -0.044 -0.092 -0.184 0.068 0.186 0.113 | -| bplus_2 | 0.295 1.000 -0.034 -0.203 -0.145 -0.650 -0.028 0.053 0.070 -0.235 0.046 0.261 -0.022 -0.100 0.007 -0.226 0.003 -0.161 -0.089 -0.040 -0.014 0.017 0.092 0.069 | -| p4040_p | -0.032 -0.034 1.000 0.022 -0.111 -0.135 0.002 -0.123 0.064 0.095 -0.010 -0.017 0.001 -0.199 0.024 -0.023 0.027 0.347 0.004 -0.225 0.057 0.037 0.084 -0.034 | -| rho_p | 0.039 -0.203 0.022 1.000 -0.070 0.087 0.110 0.049 0.027 0.043 0.083 0.007 -0.127 0.041 -0.006 -0.128 0.001 0.069 0.013 0.007 0.089 0.001 -0.001 0.028 | -| jpsi_p | -0.008 -0.145 -0.111 -0.070 1.000 0.200 -0.030 0.266 -0.004 -0.023 0.000 0.048 -0.011 0.022 -0.047 0.074 0.067 -0.032 -0.025 -0.012 -0.058 0.079 0.065 -0.058 | -| Ctt | -0.024 -0.650 -0.135 0.087 0.200 1.000 0.006 -0.348 0.196 -0.002 -0.030 -0.090 0.006 0.360 -0.338 0.054 -0.003 0.254 0.024 0.220 0.068 -0.011 -0.251 -0.130 | -| phi_p | 0.001 -0.028 0.002 0.110 -0.030 0.006 1.000 0.007 0.003 0.005 0.627 -0.035 0.025 0.006 -0.002 -0.017 0.001 0.009 0.014 -0.002 0.010 0.001 -0.004 0.002 | -| Dbar_p | -0.210 0.053 -0.123 0.049 0.266 -0.348 0.007 1.000 0.044 -0.087 -0.017 0.025 -0.001 -0.022 0.000 -0.063 0.036 -0.082 -0.013 -0.012 -0.069 -0.007 0.342 -0.049 | -| p4415_s | -0.023 0.070 0.064 0.027 -0.004 0.196 0.003 0.044 1.000 -0.150 -0.010 0.014 -0.001 0.144 -0.066 -0.037 -0.002 0.315 -0.008 0.030 -0.054 -0.004 -0.059 0.016 | -| p4415_p | -0.130 -0.235 0.095 0.043 -0.023 -0.002 0.005 -0.087 -0.150 1.000 -0.014 -0.050 0.004 -0.208 0.283 0.003 0.018 -0.134 0.016 -0.085 0.099 0.033 0.024 -0.019 | -| phi_s | -0.015 0.046 -0.010 0.083 0.000 -0.030 0.627 -0.017 -0.010 -0.014 1.000 -0.080 0.033 -0.013 -0.000 0.083 -0.000 -0.023 0.062 -0.006 -0.075 -0.000 -0.003 -0.013 | -| rho_s | 0.104 0.261 -0.017 0.007 0.048 -0.090 -0.035 0.025 0.014 -0.050 -0.080 1.000 -0.035 -0.019 -0.005 -0.351 -0.000 -0.038 -0.490 0.003 0.294 0.006 0.023 -0.004 | -| omega_p | -0.009 -0.022 0.001 -0.127 -0.011 0.006 0.025 -0.001 -0.001 0.004 0.033 -0.035 1.000 0.002 -0.000 0.026 0.000 0.003 0.493 -0.001 -0.023 -0.000 -0.003 0.000 | -| p4040_s | -0.144 -0.100 -0.199 0.041 0.022 0.360 0.006 -0.022 0.144 -0.208 -0.013 -0.019 0.002 1.000 -0.511 -0.021 -0.009 -0.076 0.004 0.080 0.017 -0.011 -0.176 0.104 | -| p4160_p | 0.075 0.007 0.024 -0.006 -0.047 -0.338 -0.002 0.000 -0.066 0.283 -0.000 -0.005 -0.000 -0.511 1.000 0.007 0.039 -0.127 0.002 -0.151 0.021 0.064 0.180 -0.024 | -| bplus_0 | -0.127 -0.226 -0.023 -0.128 0.074 0.054 -0.017 -0.063 -0.037 0.003 0.083 -0.351 0.026 -0.021 0.007 1.000 0.000 -0.026 0.155 -0.013 -0.908 -0.004 0.008 -0.023 | -| Dbar_s | 0.005 0.003 0.027 0.001 0.067 -0.003 0.001 0.036 -0.002 0.018 -0.000 -0.000 0.000 -0.009 0.039 0.000 1.000 0.000 0.000 0.037 -0.004 -0.003 0.051 0.039 | -| p4160_s | -0.092 -0.161 0.347 0.069 -0.032 0.254 0.009 -0.082 0.315 -0.134 -0.023 -0.038 0.003 -0.076 -0.127 -0.026 0.000 1.000 0.009 -0.064 0.027 0.003 -0.065 0.009 | -| omega_s | -0.044 -0.089 0.004 0.013 -0.025 0.024 0.014 -0.013 -0.008 0.016 0.062 -0.490 0.493 0.004 0.002 0.155 0.000 0.009 1.000 -0.003 -0.133 -0.002 -0.010 -0.001 | -| psi2s_p | -0.092 -0.040 -0.225 0.007 -0.012 0.220 -0.002 -0.012 0.030 -0.085 -0.006 0.003 -0.001 0.080 -0.151 -0.013 0.037 -0.064 -0.003 1.000 0.026 0.032 -0.005 -0.450 | -| bplus_1 | -0.184 -0.014 0.057 0.089 -0.058 0.068 0.010 -0.069 -0.054 0.099 -0.075 0.294 -0.023 0.017 0.021 -0.908 -0.004 0.027 -0.133 0.026 1.000 -0.015 -0.115 -0.035 | -| DDstar_s | 0.068 0.017 0.037 0.001 0.079 -0.011 0.001 -0.007 -0.004 0.033 -0.000 0.006 -0.000 -0.011 0.064 -0.004 -0.003 0.003 -0.002 0.032 -0.015 1.000 0.044 0.043 | -| p3770_p | 0.186 0.092 0.084 -0.001 0.065 -0.251 -0.004 0.342 -0.059 0.024 -0.003 0.023 -0.003 -0.176 0.180 0.008 0.051 -0.065 -0.010 -0.005 -0.115 0.044 1.000 -0.222 | -| p3770_s | 0.113 0.069 -0.034 0.028 -0.058 -0.130 0.002 -0.049 0.016 -0.019 -0.013 -0.004 0.000 0.104 -0.024 -0.023 0.039 0.009 -0.001 -0.450 -0.035 0.043 -0.222 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.38117904816017223}), (, {'error': 0.09545690024904374}), (, {'error': 0.21778990152855648}), (, {'error': 0.42443091259853283}), (, {'error': 0.024555783377174567}), (, {'error': 0.20489234344212015}), (, {'error': 0.2221590357765013}), (, {'error': 0.3627224539734226}), (, {'error': 0.19332705045132026}), (, {'error': 0.1652901812839822}), (, {'error': 1.0877183902679652}), (, {'error': 0.3251970929327415}), (, {'error': 0.2645664657559488}), (, {'error': 0.1807202867439454}), (, {'error': 0.10249309992527245}), (, {'error': 0.03535312408895486}), (, {'error': 0.026573676966968524}), (, {'error': 0.17237847830474085}), (, {'error': 1.1395799643684654}), (, {'error': 0.031035184729861776}), (, {'error': 0.06577948492515695}), (, {'error': 0.0349463710027072}), (, {'error': 0.10352821411509883}), (, {'error': 0.2295862545159908})]) -Toy 14/25 -Time taken: 1 h, 43 min -Projected time left: 1 h, 20 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1364 (1364 total) | -| EDM = 4.51E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297289.62742377055 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 2 | p4040_p | -2.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.676 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.48 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | -5.72 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.45 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.47 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 20.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.04 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.08 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 16| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.44 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 8.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 21| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.57 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.96 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.302 -0.037 -0.113 -0.148 -0.004 -0.005 -0.241 0.027 -0.228 -0.024 0.077 0.005 -0.168 -0.048 -0.144 0.003 -0.098 -0.060 -0.140 -0.156 0.056 0.146 0.045 | -| bplus_2 | 0.302 1.000 -0.021 -0.213 -0.242 -0.638 0.053 0.037 0.152 -0.228 0.101 -0.114 0.012 -0.110 -0.049 -0.176 0.005 -0.139 -0.034 -0.073 -0.060 0.023 0.053 0.045 | -| p4040_p | -0.037 -0.021 1.000 0.020 -0.085 -0.210 -0.006 -0.161 -0.033 0.183 -0.007 -0.006 -0.000 -0.199 0.226 0.005 0.020 0.309 0.007 -0.187 0.052 0.031 0.132 -0.040 | -| rho_p | -0.113 -0.213 0.020 1.000 -0.004 0.064 -0.143 -0.031 -0.033 0.047 -0.022 -0.076 -0.032 0.014 0.029 0.367 -0.002 0.020 0.536 0.009 -0.311 -0.008 -0.007 0.012 | -| jpsi_p | -0.148 -0.242 -0.085 -0.004 1.000 0.311 0.007 0.065 -0.021 0.026 0.036 -0.088 0.007 0.044 -0.058 0.134 0.058 0.013 0.014 0.014 -0.028 0.058 -0.056 -0.063 | -| Ctt | -0.004 -0.638 -0.210 0.064 0.311 1.000 -0.013 -0.336 0.160 0.052 -0.042 0.058 -0.004 0.337 -0.297 0.033 -0.013 0.263 -0.003 0.270 0.070 -0.011 -0.180 -0.086 | -| phi_p | -0.005 0.053 -0.006 -0.143 0.007 -0.013 1.000 -0.007 -0.000 -0.014 0.733 -0.160 0.010 -0.012 -0.003 0.017 0.000 -0.016 -0.085 -0.003 -0.008 0.001 0.002 -0.010 | -| Dbar_p | -0.241 0.037 -0.161 -0.031 0.065 -0.336 -0.007 1.000 0.076 -0.111 -0.024 0.048 0.001 -0.045 -0.109 -0.064 0.033 -0.054 -0.026 -0.118 -0.041 -0.004 0.166 -0.169 | -| p4415_s | 0.027 0.152 -0.033 -0.033 -0.021 0.160 -0.000 0.076 1.000 -0.166 -0.007 0.022 0.001 0.208 -0.138 -0.041 0.001 0.334 -0.017 0.036 -0.076 -0.001 -0.067 0.012 | -| p4415_p | -0.228 -0.228 0.183 0.047 0.026 0.052 -0.014 -0.111 -0.166 1.000 -0.026 0.019 -0.002 -0.125 0.308 0.004 0.011 -0.061 0.007 -0.035 0.105 0.019 0.011 0.011 | -| phi_s | -0.024 0.101 -0.007 -0.022 0.036 -0.042 0.733 -0.024 -0.007 -0.026 1.000 -0.173 -0.005 -0.030 0.004 0.127 -0.001 -0.040 -0.002 -0.003 -0.107 -0.001 0.007 -0.017 | -| rho_s | 0.077 -0.114 -0.006 -0.076 -0.088 0.058 -0.160 0.048 0.022 0.019 -0.173 1.000 0.027 0.042 -0.026 -0.259 0.003 0.055 -0.150 -0.005 0.204 0.006 -0.012 0.012 | -| omega_p | 0.005 0.012 -0.000 -0.032 0.007 -0.004 0.010 0.001 0.001 -0.002 -0.005 0.027 1.000 -0.002 -0.000 -0.011 -0.000 -0.002 -0.287 0.000 0.009 0.000 0.002 -0.000 | -| p4040_s | -0.168 -0.110 -0.199 0.014 0.044 0.337 -0.012 -0.045 0.208 -0.125 -0.030 0.042 -0.002 1.000 -0.503 -0.037 -0.008 0.083 -0.010 0.039 0.039 -0.011 -0.140 0.119 | -| p4160_p | -0.048 -0.049 0.226 0.029 -0.058 -0.297 -0.003 -0.109 -0.138 0.308 0.004 -0.026 -0.000 -0.503 1.000 0.039 0.032 -0.144 0.016 -0.126 0.050 0.052 0.140 -0.018 | -| bplus_0 | -0.144 -0.176 0.005 0.367 0.134 0.033 0.017 -0.064 -0.041 0.004 0.127 -0.259 -0.011 -0.037 0.039 1.000 -0.003 -0.037 0.209 0.008 -0.916 -0.009 0.034 -0.008 | -| Dbar_s | 0.003 0.005 0.020 -0.002 0.058 -0.013 0.000 0.033 0.001 0.011 -0.001 0.003 -0.000 -0.008 0.032 -0.003 1.000 -0.003 -0.002 0.024 -0.006 -0.002 0.050 0.026 | -| p4160_s | -0.098 -0.139 0.309 0.020 0.013 0.263 -0.016 -0.054 0.334 -0.061 -0.040 0.055 -0.002 0.083 -0.144 -0.037 -0.003 1.000 -0.012 -0.031 0.026 -0.002 -0.052 0.030 | -| omega_s | -0.060 -0.034 0.007 0.536 0.014 -0.003 -0.085 -0.026 -0.017 0.007 -0.002 -0.150 -0.287 -0.010 0.016 0.209 -0.002 -0.012 1.000 0.003 -0.178 -0.004 -0.000 -0.001 | -| psi2s_p | -0.140 -0.073 -0.187 0.009 0.014 0.270 -0.003 -0.118 0.036 -0.035 -0.003 -0.005 0.000 0.039 -0.126 0.008 0.024 -0.031 0.003 1.000 0.042 0.018 -0.031 -0.408 | -| bplus_1 | -0.156 -0.060 0.052 -0.311 -0.028 0.070 -0.008 -0.041 -0.076 0.105 -0.107 0.204 0.009 0.039 0.050 -0.916 -0.006 0.026 -0.178 0.042 1.000 -0.016 -0.085 -0.006 | -| DDstar_s | 0.056 0.023 0.031 -0.008 0.058 -0.011 0.001 -0.004 -0.001 0.019 -0.001 0.006 0.000 -0.011 0.052 -0.009 -0.002 -0.002 -0.004 0.018 -0.016 1.000 0.041 0.033 | -| p3770_p | 0.146 0.053 0.132 -0.007 -0.056 -0.180 0.002 0.166 -0.067 0.011 0.007 -0.012 0.002 -0.140 0.140 0.034 0.050 -0.052 -0.000 -0.031 -0.085 0.041 1.000 -0.277 | -| p3770_s | 0.045 0.045 -0.040 0.012 -0.063 -0.086 -0.010 -0.169 0.012 0.011 -0.017 0.012 -0.000 0.119 -0.018 -0.008 0.026 0.030 -0.001 -0.408 -0.006 0.033 -0.277 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3727312598285337}), (, {'error': 0.09208804570415485}), (, {'error': 0.1798967221335901}), (, {'error': 0.39396152075804247}), (, {'error': 0.023699475045235285}), (, {'error': 0.1995944658558783}), (, {'error': 0.22653686748883306}), (, {'error': 0.32506572707407067}), (, {'error': 0.1962893463092913}), (, {'error': 0.15060064992589872}), (, {'error': 1.233326343186441}), (, {'error': 0.37425033051277734}), (, {'error': 0.2590656771313258}), (, {'error': 0.1739453215056772}), (, {'error': 0.0918554926125994}), (, {'error': 0.03582443491339915}), (, {'error': 0.023636125456390655}), (, {'error': 0.16937330590727173}), (, {'error': 0.9773628974955626}), (, {'error': 0.03190115831420748}), (, {'error': 0.0662465039953597}), (, {'error': 0.028945932196792035}), (, {'error': 0.10349516513260149}), (, {'error': 0.23058562295014617})]) -Toy 15/25 -Time taken: 1 h, 50 min -Projected time left: 1 h, 13 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1315 (1315 total) | -| EDM = 0.000105 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297319.7253940706 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.13 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.17 | 0.08 | | | -2 | 2 | | -| 2 | p4040_p | -2.47 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.660 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.31 | 0.21 | | | -1.5 | 1.5 | | -| 6 | phi_p | 0.49 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -1.15 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.09 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.17 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 18.4 | 1.4 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 12| omega_p | 1.21 | 0.24 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.70 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.95 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.456 | 0.019 | | | -2 | 2 | | -| 16| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.926 | 0.032 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 21| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.65 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.79 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.235 0.083 0.007 0.201 -0.104 0.005 -0.071 -0.040 0.003 0.010 0.053 0.031 -0.118 0.230 0.010 0.001 -0.058 -0.008 0.025 0.336 0.022 0.236 0.158 | -| bplus_2 | -0.235 1.000 -0.024 -0.161 0.119 0.686 -0.046 -0.091 -0.073 0.194 -0.103 0.046 0.019 0.085 -0.062 0.039 0.004 0.135 0.032 -0.007 -0.337 0.008 -0.096 -0.106 | -| p4040_p | 0.083 -0.024 1.000 -0.009 -0.089 -0.245 -0.009 -0.073 0.035 0.120 -0.014 0.001 -0.001 -0.241 0.137 0.019 0.015 0.346 0.004 -0.233 -0.018 0.019 0.150 -0.045 | -| rho_p | 0.007 -0.161 -0.009 1.000 0.058 -0.064 0.137 -0.012 -0.010 -0.030 0.093 -0.260 0.008 -0.028 0.008 0.002 -0.000 -0.042 -0.025 0.000 -0.011 -0.000 0.011 -0.012 | -| jpsi_p | 0.201 0.119 -0.089 0.058 1.000 0.218 -0.008 0.237 -0.024 -0.014 0.010 -0.006 -0.003 -0.017 -0.003 -0.064 0.037 -0.045 -0.005 -0.011 0.083 0.044 0.072 -0.029 | -| Ctt | -0.104 0.686 -0.245 -0.064 0.218 1.000 -0.009 -0.298 0.203 -0.054 -0.033 0.021 0.012 0.356 -0.410 -0.001 0.006 0.221 0.011 0.195 -0.171 0.000 -0.240 -0.184 | -| phi_p | 0.005 -0.046 -0.009 0.137 -0.008 -0.009 1.000 -0.001 -0.004 -0.012 0.820 -0.035 0.076 -0.009 -0.004 -0.006 0.001 -0.014 -0.005 -0.007 -0.001 0.001 0.002 -0.010 | -| Dbar_p | -0.071 -0.091 -0.073 -0.012 0.237 -0.298 -0.001 1.000 0.015 -0.080 -0.005 0.043 0.025 -0.074 0.050 0.027 0.016 -0.089 -0.003 -0.001 0.198 0.005 0.312 -0.012 | -| p4415_s | -0.040 -0.073 0.035 -0.010 -0.024 0.203 -0.004 0.015 1.000 -0.161 -0.007 0.023 0.013 0.162 -0.098 0.019 -0.000 0.318 -0.000 0.018 0.116 0.000 -0.072 0.012 | -| p4415_p | 0.003 0.194 0.120 -0.030 -0.014 -0.054 -0.012 -0.080 -0.161 1.000 -0.025 0.005 0.001 -0.251 0.313 0.021 0.012 -0.169 0.008 -0.108 -0.108 0.023 0.073 -0.017 | -| phi_s | 0.010 -0.103 -0.014 0.093 0.010 -0.033 0.820 -0.005 -0.007 -0.025 1.000 -0.046 0.052 -0.020 -0.002 -0.021 0.000 -0.030 -0.016 -0.006 0.013 0.000 0.004 -0.017 | -| rho_s | 0.053 0.046 0.001 -0.260 -0.006 0.021 -0.035 0.043 0.023 0.005 -0.046 1.000 0.677 0.021 -0.002 0.241 0.000 0.027 -0.066 0.008 -0.159 -0.001 0.019 0.019 | -| omega_p | 0.031 0.019 -0.001 0.008 -0.003 0.012 0.076 0.025 0.013 0.001 0.052 0.677 1.000 0.010 -0.002 0.146 0.000 0.014 -0.310 0.003 -0.101 0.000 0.012 0.010 | -| p4040_s | -0.118 0.085 -0.241 -0.028 -0.017 0.356 -0.009 -0.074 0.162 -0.251 -0.020 0.021 0.010 1.000 -0.545 0.022 -0.001 -0.052 0.004 0.013 0.024 0.005 -0.160 0.102 | -| p4160_p | 0.230 -0.062 0.137 0.008 -0.003 -0.410 -0.004 0.050 -0.098 0.313 -0.002 -0.002 -0.002 -0.545 1.000 0.011 0.022 -0.148 0.000 -0.130 -0.007 0.031 0.234 0.001 | -| bplus_0 | 0.010 0.039 0.019 0.002 -0.064 -0.001 -0.006 0.027 0.019 0.021 -0.021 0.241 0.146 0.022 0.011 1.000 0.001 0.043 -0.026 -0.005 -0.844 0.000 0.026 0.046 | -| Dbar_s | 0.001 0.004 0.015 -0.000 0.037 0.006 0.001 0.016 -0.000 0.012 0.000 0.000 0.000 -0.001 0.022 0.001 1.000 0.003 -0.000 0.022 -0.002 -0.001 0.023 0.021 | -| p4160_s | -0.058 0.135 0.346 -0.042 -0.045 0.221 -0.014 -0.089 0.318 -0.169 -0.030 0.027 0.014 -0.052 -0.148 0.043 0.003 1.000 0.007 -0.098 -0.003 0.008 -0.046 0.001 | -| omega_s | -0.008 0.032 0.004 -0.025 -0.005 0.011 -0.005 -0.003 -0.000 0.008 -0.016 -0.066 -0.310 0.004 0.000 -0.026 -0.000 0.007 1.000 0.001 0.019 -0.000 -0.004 0.002 | -| psi2s_p | 0.025 -0.007 -0.233 0.000 -0.011 0.195 -0.007 -0.001 0.018 -0.108 -0.006 0.008 0.003 0.013 -0.130 -0.005 0.022 -0.098 0.001 1.000 0.048 0.022 0.017 -0.431 | -| bplus_1 | 0.336 -0.337 -0.018 -0.011 0.083 -0.171 -0.001 0.198 0.116 -0.108 0.013 -0.159 -0.101 0.024 -0.007 -0.844 -0.002 -0.003 0.019 0.048 1.000 -0.007 0.100 0.065 | -| DDstar_s | 0.022 0.008 0.019 -0.000 0.044 0.000 0.001 0.005 0.000 0.023 0.000 -0.001 0.000 0.005 0.031 0.000 -0.001 0.008 -0.000 0.022 -0.007 1.000 0.014 0.018 | -| p3770_p | 0.236 -0.096 0.150 0.011 0.072 -0.240 0.002 0.312 -0.072 0.073 0.004 0.019 0.012 -0.160 0.234 0.026 0.023 -0.046 -0.004 0.017 0.100 0.014 1.000 -0.209 | -| p3770_s | 0.158 -0.106 -0.045 -0.012 -0.029 -0.184 -0.010 -0.012 0.012 -0.017 -0.017 0.019 0.010 0.102 0.001 0.046 0.021 0.001 0.002 -0.431 0.065 0.018 -0.209 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2879382172610123}), (, {'error': 0.08263796276733504}), (, {'error': 0.25845957539074527}), (, {'error': 0.7328670152858887}), (, {'error': 0.026379810821128835}), (, {'error': 0.20720057881017862}), (, {'error': 0.30657422360672903}), (, {'error': 0.28659201167812}), (, {'error': 0.19049799439440712}), (, {'error': 0.19387428383427086}), (, {'error': 1.3664596950193886}), (, {'error': 0.3841217084510915}), (, {'error': 0.23862115699690012}), (, {'error': 0.17655209239802933}), (, {'error': 0.10332108265417572}), (, {'error': 0.018979188041748918}), (, {'error': 0.014164174126102047}), (, {'error': 0.16620319806409656}), (, {'error': 3.2802527868791493}), (, {'error': 0.031541756337898796}), (, {'error': 0.03931080064862258}), (, {'error': 0.017127501500879494}), (, {'error': 0.10945493155283437}), (, {'error': 0.23302437129573494})]) -Toy 16/25 -Time taken: 1 h, 58 min -Projected time left: 1 h, 6 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1405 (1405 total) | -| EDM = 0.00519 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297219.1535384062 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.18 | 0.08 | | | -2 | 2 | | -| 2 | p4040_p | -2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.21 | 0.37 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.70 | 0.08 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.023 | 0.198 | | | -1.5 | 1.5 | | -| 6 | phi_p | 6.15 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 2.8 | 9.4 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.25 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.63 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.07 | 0.32 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.98 | 0.19 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.34 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.448 | 0.011 | | | -2 | 2 | | -| 16| Dbar_s | 0.08 | 0.44 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.12 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.1 | 1.3 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.894 | 0.023 | | | -2 | 2 | | -| 21| DDstar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.26 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.2 | 0.5 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.510 0.636 -0.071 0.597 0.364 0.015 -0.674 -0.332 0.445 0.028 0.054 -0.007 -0.461 0.659 0.187 0.747 -0.167 -0.028 0.547 0.366 -0.172 0.675 0.645 | -| bplus_2 | -0.510 1.000 -0.464 0.270 -0.523 0.201 0.004 0.522 0.127 -0.292 -0.078 0.031 0.035 0.301 -0.476 -0.134 -0.500 0.144 0.055 -0.425 -0.299 0.164 -0.469 -0.489 | -| p4040_p | 0.636 -0.464 1.000 -0.048 0.861 0.317 0.026 -0.895 -0.351 0.726 0.039 -0.039 0.019 -0.498 0.863 -0.005 0.862 0.066 0.019 0.733 0.060 -0.360 0.832 0.809 | -| rho_p | -0.071 0.270 -0.048 1.000 -0.055 0.049 0.094 0.060 0.021 -0.012 0.116 0.156 0.107 0.065 -0.057 -0.048 -0.064 0.062 0.361 -0.050 0.035 0.010 -0.061 -0.046 | -| jpsi_p | 0.597 -0.523 0.861 -0.055 1.000 0.312 0.023 -0.945 -0.380 0.727 0.036 -0.043 0.017 -0.440 0.887 0.000 0.872 -0.083 0.016 0.818 0.067 -0.396 0.844 0.871 | -| Ctt | 0.364 0.201 0.317 0.049 0.312 1.000 0.015 -0.389 -0.016 0.298 -0.001 -0.003 0.018 0.025 0.287 -0.053 0.521 0.155 0.021 0.478 -0.043 -0.240 0.335 0.365 | -| phi_p | 0.015 0.004 0.026 0.094 0.023 0.015 1.000 -0.029 -0.011 0.024 0.636 0.037 0.029 -0.010 0.026 -0.001 0.027 0.002 0.011 0.024 0.007 -0.014 0.023 0.026 | -| Dbar_p | -0.674 0.522 -0.895 0.060 -0.945 -0.389 -0.029 1.000 0.390 -0.743 -0.047 0.036 -0.019 0.478 -0.919 -0.004 -0.896 0.092 -0.017 -0.842 -0.099 0.487 -0.901 -0.896 | -| p4415_s | -0.332 0.127 -0.351 0.021 -0.380 -0.016 -0.011 0.390 1.000 -0.389 -0.021 0.037 -0.012 0.340 -0.399 0.066 -0.387 0.331 -0.016 -0.314 0.062 0.140 -0.377 -0.349 | -| p4415_p | 0.445 -0.292 0.726 -0.012 0.727 0.298 0.024 -0.743 -0.389 1.000 0.028 -0.042 0.023 -0.449 0.773 -0.040 0.714 -0.118 0.027 0.626 -0.020 -0.287 0.685 0.684 | -| phi_s | 0.028 -0.078 0.039 0.116 0.036 -0.001 0.636 -0.047 -0.021 0.028 1.000 0.019 0.053 -0.031 0.043 -0.023 0.049 -0.020 0.064 0.039 0.012 -0.023 0.039 0.038 | -| rho_s | 0.054 0.031 -0.039 0.156 -0.043 -0.003 0.037 0.036 0.037 -0.042 0.019 1.000 -0.082 0.020 -0.041 0.200 -0.052 0.010 -0.334 -0.039 -0.015 0.062 -0.020 -0.034 | -| omega_p | -0.007 0.035 0.019 0.107 0.017 0.018 0.029 -0.019 -0.012 0.023 0.053 -0.082 1.000 -0.002 0.018 -0.040 0.020 0.009 0.650 0.017 0.013 -0.019 0.012 0.019 | -| p4040_s | -0.461 0.301 -0.498 0.065 -0.440 0.025 -0.010 0.478 0.340 -0.449 -0.031 0.020 -0.002 1.000 -0.603 0.001 -0.435 0.059 0.002 -0.380 -0.062 0.166 -0.466 -0.377 | -| p4160_p | 0.659 -0.476 0.863 -0.057 0.887 0.287 0.026 -0.919 -0.399 0.773 0.043 -0.041 0.018 -0.603 1.000 -0.009 0.867 -0.127 0.017 0.766 0.059 -0.341 0.854 0.832 | -| bplus_0 | 0.187 -0.134 -0.005 -0.048 0.000 -0.053 -0.001 -0.004 0.066 -0.040 -0.023 0.200 -0.040 0.001 -0.009 1.000 -0.032 0.009 -0.090 -0.018 -0.498 0.099 0.037 0.014 | -| Dbar_s | 0.747 -0.500 0.862 -0.064 0.872 0.521 0.027 -0.896 -0.387 0.714 0.049 -0.052 0.020 -0.435 0.867 -0.032 1.000 -0.054 0.021 0.808 0.043 -0.419 0.805 0.870 | -| p4160_s | -0.167 0.144 0.066 0.062 -0.083 0.155 0.002 0.092 0.331 -0.118 -0.020 0.010 0.009 0.059 -0.127 0.009 -0.054 1.000 0.012 -0.085 -0.035 0.009 -0.093 -0.060 | -| omega_s | -0.028 0.055 0.019 0.361 0.016 0.021 0.011 -0.017 -0.016 0.027 0.064 -0.334 0.650 0.002 0.017 -0.090 0.021 0.012 1.000 0.017 0.023 -0.030 0.006 0.017 | -| psi2s_p | 0.547 -0.425 0.733 -0.050 0.818 0.478 0.024 -0.842 -0.314 0.626 0.039 -0.039 0.017 -0.380 0.766 -0.018 0.808 -0.085 0.017 1.000 0.049 -0.373 0.757 0.703 | -| bplus_1 | 0.366 -0.299 0.060 0.035 0.067 -0.043 0.007 -0.099 0.062 -0.020 0.012 -0.015 0.013 -0.062 0.059 -0.498 0.043 -0.035 0.023 0.049 1.000 0.121 0.126 0.085 | -| DDstar_s | -0.172 0.164 -0.360 0.010 -0.396 -0.240 -0.014 0.487 0.140 -0.287 -0.023 0.062 -0.019 0.166 -0.341 0.099 -0.419 0.009 -0.030 -0.373 0.121 1.000 -0.353 -0.382 | -| p3770_p | 0.675 -0.469 0.832 -0.061 0.844 0.335 0.023 -0.901 -0.377 0.685 0.039 -0.020 0.012 -0.466 0.854 0.037 0.805 -0.093 0.006 0.757 0.126 -0.353 1.000 0.758 | -| p3770_s | 0.645 -0.489 0.809 -0.046 0.871 0.365 0.026 -0.896 -0.349 0.684 0.038 -0.034 0.019 -0.377 0.832 0.014 0.870 -0.060 0.017 0.703 0.085 -0.382 0.758 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5535174367445901}), (, {'error': 0.08136785276538017}), (, {'error': 0.41505580538445686}), (, {'error': 0.3738796416632022}), (, {'error': 0.07981994847984719}), (, {'error': 0.1980807074565245}), (, {'error': 0.246634138755768}), (, {'error': 9.381510871878161}), (, {'error': 0.19935538742988856}), (, {'error': 0.2520932971276648}), (, {'error': 1.0165810774620283}), (, {'error': 0.3254296013334427}), (, {'error': 0.3158342985090976}), (, {'error': 0.1874004143443183}), (, {'error': 0.2698382262858976}), (, {'error': 0.010620400955769993}), (, {'error': 0.44445758316864137}), (, {'error': 0.15757732855620687}), (, {'error': 1.3072231731992292}), (, {'error': 0.06086524611999433}), (, {'error': 0.023494877381333268}), (, {'error': 0.4713726130640298}), (, {'error': 0.2760762745781893}), (, {'error': 0.5135070115025093})]) -Toy 17/25 -Time taken: 2 h, 6 min -Projected time left: 59 min, 36 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1606 (1606 total) | -| EDM = 7.12E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297355.8811816191 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.10 | 0.11 | | | -2 | 2 | | -| 2 | p4040_p | -2.09 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.656 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.54 | 0.22 | | | -1.5 | 1.5 | | -| 6 | phi_p | -6.08 | 0.32 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 2.02 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.20 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 18.6 | 1.4 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.83 | 0.29 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.582 | 0.027 | | | -2 | 2 | | -| 16| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 5.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.897 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -1.10 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.28 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.295 0.147 -0.018 0.189 -0.109 0.004 -0.085 -0.049 -0.042 0.013 0.055 0.001 -0.153 0.221 0.060 0.003 -0.084 -0.013 -0.008 0.354 0.037 0.298 0.164 | -| bplus_2 | -0.295 1.000 -0.095 0.193 0.120 0.703 -0.031 -0.091 -0.042 0.196 -0.086 0.003 -0.002 0.135 -0.099 0.023 0.004 0.161 -0.006 -0.013 -0.346 0.003 -0.137 -0.113 | -| p4040_p | 0.147 -0.095 1.000 -0.006 -0.061 -0.359 -0.004 -0.000 -0.035 0.171 -0.004 0.001 0.000 -0.233 0.311 0.009 0.022 0.275 -0.001 -0.199 0.018 0.028 0.202 -0.067 | -| rho_p | -0.018 0.193 -0.006 1.000 -0.066 0.082 -0.026 0.012 0.014 0.037 0.000 0.200 -0.002 0.045 -0.014 -0.020 0.001 0.052 0.291 -0.003 0.019 0.000 -0.015 0.014 | -| jpsi_p | 0.189 0.120 -0.061 -0.066 1.000 0.215 -0.026 0.270 -0.017 -0.020 -0.006 0.008 0.003 -0.057 -0.003 -0.020 0.047 -0.041 -0.011 -0.014 0.065 0.060 0.111 -0.018 | -| Ctt | -0.109 0.703 -0.359 0.082 0.215 1.000 -0.012 -0.306 0.215 -0.040 -0.034 -0.004 -0.000 0.320 -0.420 -0.001 0.007 0.242 -0.004 0.163 -0.183 -0.003 -0.258 -0.172 | -| phi_p | 0.004 -0.031 -0.004 -0.026 -0.026 -0.012 1.000 0.001 -0.002 -0.010 0.847 0.016 -0.004 -0.009 -0.003 0.005 0.001 -0.010 -0.078 -0.007 -0.002 0.001 -0.001 -0.007 | -| Dbar_p | -0.085 -0.091 -0.000 0.012 0.270 -0.306 0.001 1.000 0.012 -0.076 -0.002 0.031 0.000 -0.131 0.064 0.048 0.021 -0.092 -0.009 0.012 0.161 0.003 0.368 -0.007 | -| p4415_s | -0.049 -0.042 -0.035 0.014 -0.017 0.215 -0.002 0.012 1.000 -0.134 -0.007 0.015 0.000 0.193 -0.098 0.028 -0.000 0.321 -0.004 0.011 0.083 -0.000 -0.074 0.012 | -| p4415_p | -0.042 0.196 0.171 0.037 -0.020 -0.040 -0.010 -0.076 -0.134 1.000 -0.022 -0.005 -0.000 -0.202 0.295 0.003 0.015 -0.161 -0.001 -0.103 -0.101 0.027 0.047 -0.029 | -| phi_s | 0.013 -0.086 -0.004 0.000 -0.006 -0.034 0.847 -0.002 -0.007 -0.022 1.000 0.005 -0.006 -0.023 -0.000 -0.006 0.000 -0.026 -0.044 -0.007 0.009 0.001 0.003 -0.014 | -| rho_s | 0.055 0.003 0.001 0.200 0.008 -0.004 0.016 0.031 0.015 -0.005 0.005 1.000 0.021 0.005 0.003 0.161 0.000 0.009 -0.329 0.005 -0.094 0.001 0.025 0.015 | -| omega_p | 0.001 -0.002 0.000 -0.002 0.003 -0.000 -0.004 0.000 0.000 -0.000 -0.006 0.021 1.000 -0.000 0.000 0.004 -0.000 -0.000 -0.094 0.000 -0.003 -0.000 0.001 0.000 | -| p4040_s | -0.153 0.135 -0.233 0.045 -0.057 0.320 -0.009 -0.131 0.193 -0.202 -0.023 0.005 -0.000 1.000 -0.543 0.019 0.002 0.099 -0.003 -0.078 -0.025 0.007 -0.157 0.068 | -| p4160_p | 0.221 -0.099 0.311 -0.014 -0.003 -0.420 -0.003 0.064 -0.098 0.295 -0.000 0.003 0.000 -0.543 1.000 0.008 0.028 -0.156 -0.001 -0.123 0.023 0.044 0.245 -0.005 | -| bplus_0 | 0.060 0.023 0.009 -0.020 -0.020 -0.001 0.005 0.048 0.028 0.003 -0.006 0.161 0.004 0.019 0.008 1.000 0.001 0.034 -0.051 -0.003 -0.830 0.001 0.053 0.047 | -| Dbar_s | 0.003 0.004 0.022 0.001 0.047 0.007 0.001 0.021 -0.000 0.015 0.000 0.000 -0.000 0.002 0.028 0.001 1.000 0.004 -0.000 0.030 -0.002 -0.002 0.034 0.027 | -| p4160_s | -0.084 0.161 0.275 0.052 -0.041 0.242 -0.010 -0.092 0.321 -0.161 -0.026 0.009 -0.000 0.099 -0.156 0.034 0.004 1.000 -0.005 -0.100 -0.022 0.008 -0.070 -0.006 | -| omega_s | -0.013 -0.006 -0.001 0.291 -0.011 -0.004 -0.078 -0.009 -0.004 -0.001 -0.044 -0.329 -0.094 -0.003 -0.001 -0.051 -0.000 -0.005 1.000 -0.003 0.036 -0.000 -0.008 -0.006 | -| psi2s_p | -0.008 -0.013 -0.199 -0.003 -0.014 0.163 -0.007 0.012 0.011 -0.103 -0.007 0.005 0.000 -0.078 -0.123 -0.003 0.030 -0.100 -0.003 1.000 0.034 0.029 0.009 -0.410 | -| bplus_1 | 0.354 -0.346 0.018 0.019 0.065 -0.183 -0.002 0.161 0.083 -0.101 0.009 -0.094 -0.003 -0.025 0.023 -0.830 -0.002 -0.022 0.036 0.034 1.000 0.001 0.136 0.075 | -| DDstar_s | 0.037 0.003 0.028 0.000 0.060 -0.003 0.001 0.003 -0.000 0.027 0.001 0.001 -0.000 0.007 0.044 0.001 -0.002 0.008 -0.000 0.029 0.001 1.000 0.029 0.027 | -| p3770_p | 0.298 -0.137 0.202 -0.015 0.111 -0.258 -0.001 0.368 -0.074 0.047 0.003 0.025 0.001 -0.157 0.245 0.053 0.034 -0.070 -0.008 0.009 0.136 0.029 1.000 -0.216 | -| p3770_s | 0.164 -0.113 -0.067 0.014 -0.018 -0.172 -0.007 -0.007 0.012 -0.029 -0.014 0.015 0.000 0.068 -0.005 0.047 0.027 -0.006 -0.006 -0.410 0.075 0.027 -0.216 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3503665505559792}), (, {'error': 0.11142529424977687}), (, {'error': 0.19806569674043395}), (, {'error': 0.1649413891787299}), (, {'error': 0.026844010050301126}), (, {'error': 0.21818007746071094}), (, {'error': 0.31607810218384236}), (, {'error': 0.312322431169195}), (, {'error': 0.19133824555344503}), (, {'error': 0.19848529217000088}), (, {'error': 1.4112922983648453}), (, {'error': 0.2903035765505504}), (, {'error': 0.11287113347435973}), (, {'error': 0.16784329460001213}), (, {'error': 0.10489409938612759}), (, {'error': 0.027197962475718374}), (, {'error': 0.017281552263185673}), (, {'error': 0.16663470740890163}), (, {'error': 0.8739886281218952}), (, {'error': 0.031401314684937454}), (, {'error': 0.056061289864693165}), (, {'error': 0.02205112151785177}), (, {'error': 0.10102371919573105}), (, {'error': 0.23415776545447686})]) -Toy 18/25 -Time taken: 2 h, 15 min -Projected time left: 52 min, 44 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1304 (1304 total) | -| EDM = 7.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297628.88879207434 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.45 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.37 | 0.26 | | | -2 | 2 | | -| 2 | p4040_p | 3.38 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.4 | 2.3 | | | -1.5 | 1.5 | | -| 6 | phi_p | -0.27 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -0.62 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.46 | 0.26 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.27 | 0.30 | | |0.0253049| 2.0747 | | -| 12| omega_p | -0.04 | 0.35 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.0 | 0.4 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.443 | 0.013 | | | -2 | 2 | | -| 16| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 17| p4160_s | 0.717 | 0.019 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 4.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.96 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.823 | 0.028 | | | -2 | 2 | | -| 21| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.31 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.3 | 0.4 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.080 0.055 0.057 0.315 0.100 0.003 -0.155 0.064 0.033 -0.016 0.028 -0.008 0.048 -0.001 0.037 0.007 0.005 -0.014 0.172 0.077 0.014 0.096 0.027 | -| bplus_2 | 0.080 1.000 -0.764 0.369 0.770 0.983 -0.006 -0.505 0.704 0.143 -0.126 -0.128 -0.023 0.886 -0.007 -0.431 0.099 -0.089 0.018 0.440 -0.636 0.022 -0.647 -0.849 | -| p4040_p | 0.055 -0.764 1.000 -0.229 -0.599 -0.799 0.014 0.414 -0.549 -0.048 0.085 0.080 0.018 -0.786 0.003 0.343 -0.066 0.071 -0.005 -0.474 0.515 -0.002 0.599 0.716 | -| rho_p | 0.057 0.369 -0.229 1.000 0.214 0.328 0.136 -0.120 0.252 0.078 0.089 0.057 -0.155 0.306 -0.003 -0.065 0.032 -0.029 0.045 0.165 -0.200 0.005 -0.211 -0.261 | -| jpsi_p | 0.315 0.770 -0.599 0.214 1.000 0.789 -0.032 -0.218 0.569 0.072 -0.096 -0.037 -0.028 0.696 -0.005 -0.321 0.091 -0.068 -0.020 0.401 -0.450 0.027 -0.414 -0.643 | -| Ctt | 0.100 0.983 -0.799 0.328 0.789 1.000 -0.015 -0.539 0.746 0.088 -0.119 -0.105 -0.025 0.918 -0.007 -0.413 0.102 -0.094 0.007 0.475 -0.632 0.019 -0.670 -0.877 | -| phi_p | 0.003 -0.006 0.014 0.136 -0.032 -0.015 1.000 0.015 -0.010 0.006 0.639 -0.010 0.018 -0.012 -0.000 0.011 -0.001 0.001 0.013 -0.008 0.020 0.000 0.008 0.015 | -| Dbar_p | -0.155 -0.505 0.414 -0.120 -0.218 -0.539 0.015 1.000 -0.372 -0.108 0.050 0.076 0.008 -0.494 0.005 0.291 -0.044 0.052 -0.012 -0.174 0.436 -0.007 0.595 0.506 | -| p4415_s | 0.064 0.704 -0.549 0.252 0.569 0.746 -0.010 -0.372 1.000 0.023 -0.090 -0.062 -0.021 0.695 -0.008 -0.265 0.076 -0.067 -0.001 0.342 -0.396 0.019 -0.509 -0.638 | -| p4415_p | 0.033 0.143 -0.048 0.078 0.072 0.088 0.006 -0.108 0.023 1.000 -0.023 -0.038 -0.001 -0.003 0.003 -0.058 0.016 0.002 0.012 -0.044 -0.125 0.013 -0.031 -0.072 | -| phi_s | -0.016 -0.126 0.085 0.089 -0.096 -0.119 0.639 0.050 -0.090 -0.023 1.000 -0.017 0.030 -0.109 0.001 0.030 -0.012 0.011 0.050 -0.060 0.087 -0.002 0.074 0.095 | -| rho_s | 0.028 -0.128 0.080 0.057 -0.037 -0.105 -0.010 0.076 -0.062 -0.038 -0.017 1.000 -0.066 -0.092 0.001 0.215 -0.013 0.009 -0.480 -0.030 -0.044 -0.007 0.087 0.093 | -| omega_p | -0.008 -0.023 0.018 -0.155 -0.028 -0.025 0.018 0.008 -0.021 -0.001 0.030 -0.066 1.000 -0.024 0.000 -0.020 -0.002 0.002 0.525 -0.016 0.036 0.001 0.013 0.020 | -| p4040_s | 0.048 0.886 -0.786 0.306 0.696 0.918 -0.012 -0.494 0.695 -0.003 -0.109 -0.092 -0.024 1.000 -0.003 -0.360 0.089 -0.092 0.006 0.434 -0.552 0.019 -0.655 -0.775 | -| p4160_p | -0.001 -0.007 0.003 -0.003 -0.005 -0.007 -0.000 0.005 -0.008 0.003 0.001 0.001 0.000 -0.003 1.000 0.003 -0.001 -0.002 -0.000 -0.000 0.004 -0.000 0.005 0.006 | -| bplus_0 | 0.037 -0.431 0.343 -0.065 -0.321 -0.413 0.011 0.291 -0.265 -0.058 0.030 0.215 -0.020 -0.360 0.003 1.000 -0.044 0.038 -0.072 -0.160 -0.312 -0.015 0.308 0.387 | -| Dbar_s | 0.007 0.099 -0.066 0.032 0.091 0.102 -0.001 -0.044 0.076 0.016 -0.012 -0.013 -0.002 0.089 -0.001 -0.044 1.000 -0.008 0.002 0.066 -0.071 0.001 -0.058 -0.076 | -| p4160_s | 0.005 -0.089 0.071 -0.029 -0.068 -0.094 0.001 0.052 -0.067 0.002 0.011 0.009 0.002 -0.092 -0.002 0.038 -0.008 1.000 -0.001 -0.044 0.058 -0.001 0.070 0.083 | -| omega_s | -0.014 0.018 -0.005 0.045 -0.020 0.007 0.013 -0.012 -0.001 0.012 0.050 -0.480 0.525 0.006 -0.000 -0.072 0.002 -0.001 1.000 -0.005 0.046 0.002 -0.014 -0.008 | -| psi2s_p | 0.172 0.440 -0.474 0.165 0.401 0.475 -0.008 -0.174 0.342 -0.044 -0.060 -0.030 -0.016 0.434 -0.000 -0.160 0.066 -0.044 -0.005 1.000 -0.222 0.026 -0.200 -0.585 | -| bplus_1 | 0.077 -0.636 0.515 -0.200 -0.450 -0.632 0.020 0.436 -0.396 -0.125 0.087 -0.044 0.036 -0.552 0.004 -0.312 -0.071 0.058 0.046 -0.222 1.000 -0.030 0.458 0.575 | -| DDstar_s | 0.014 0.022 -0.002 0.005 0.027 0.019 0.000 -0.007 0.019 0.013 -0.002 -0.007 0.001 0.019 -0.000 -0.015 0.001 -0.001 0.002 0.026 -0.030 1.000 -0.012 -0.012 | -| p3770_p | 0.096 -0.647 0.599 -0.211 -0.414 -0.670 0.008 0.595 -0.509 -0.031 0.074 0.087 0.013 -0.655 0.005 0.308 -0.058 0.070 -0.014 -0.200 0.458 -0.012 1.000 0.541 | -| p3770_s | 0.027 -0.849 0.716 -0.261 -0.643 -0.877 0.015 0.506 -0.638 -0.072 0.095 0.093 0.020 -0.775 0.006 0.387 -0.076 0.083 -0.008 -0.585 0.575 -0.012 0.541 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26099199202470036}), (, {'error': 0.2648434984371931}), (, {'error': 0.26146860648294634}), (, {'error': 0.32633016472618426}), (, {'error': 0.048135928327296185}), (, {'error': 2.298556532716765}), (, {'error': 0.23907434055978172}), (, {'error': 0.29867835944350496}), (, {'error': 0.2558929010206763}), (, {'error': 0.41472930965394816}), (, {'error': 1.0340509825037554}), (, {'error': 0.3034227626405281}), (, {'error': 0.34903571095132024}), (, {'error': 0.36377729392490166}), (, {'error': 0.010378839879152668}), (, {'error': 0.012581826844285882}), (, {'error': 0.01347195980259136}), (, {'error': 0.018504619439471348}), (, {'error': 1.0568334295603252}), (, {'error': 0.03539057839893012}), (, {'error': 0.027756469027453323}), (, {'error': 0.013155085381280796}), (, {'error': 0.134835010079837}), (, {'error': 0.4410395877754745})]) -Toy 19/25 -Time taken: 2 h, 23 min -Projected time left: 45 min, 18 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1445 (1445 total) | -| EDM = 0.000427 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297226.10600378126 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.18 | 0.10 | | | -2 | 2 | | -| 2 | p4040_p | -2.69 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.79 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.65 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.15 | 0.19 | | | -1.5 | 1.5 | | -| 6 | phi_p | -0.46 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 0.8 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.21 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.24 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.70 | 0.29 | | |0.0253049| 2.0747 | | -| 12| omega_p | -6.06 | 0.30 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.28 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.12 | 0.12 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.55 | 0.04 | | | -2 | 2 | | -| 16| Dbar_s | 0.29 | 0.08 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 1.03 | 0.08 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.54 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.73 | 0.28 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.080 0.075 0.007 0.166 -0.208 0.006 -0.248 -0.002 0.091 -0.005 0.026 -0.002 0.003 0.153 -0.057 0.015 0.006 -0.011 0.023 -0.031 0.064 0.109 0.004 | -| bplus_2 | 0.080 1.000 0.033 -0.275 0.240 -0.563 -0.026 0.072 0.101 -0.134 0.093 0.096 -0.027 -0.047 0.019 -0.113 0.027 -0.100 -0.041 0.009 -0.012 0.087 0.003 0.068 | -| p4040_p | 0.075 0.033 1.000 -0.005 0.421 0.083 0.004 0.568 -0.051 0.327 0.006 -0.038 0.011 -0.260 0.418 0.063 -0.041 0.253 0.019 0.170 0.047 0.040 0.338 0.300 | -| rho_p | 0.007 -0.275 -0.005 1.000 -0.027 0.089 0.103 -0.049 0.017 0.032 0.083 0.152 -0.061 0.052 -0.025 -0.025 0.010 0.070 0.077 -0.012 0.005 0.001 -0.032 -0.001 | -| jpsi_p | 0.166 0.240 0.421 -0.027 1.000 -0.002 0.001 0.622 -0.140 0.286 0.002 -0.014 0.003 -0.139 0.464 -0.003 0.000 -0.062 0.003 0.367 0.076 0.045 0.231 0.424 | -| Ctt | -0.208 -0.563 0.083 0.089 -0.002 1.000 0.008 0.428 0.129 0.116 -0.032 -0.057 0.014 0.247 -0.019 0.069 -0.095 0.232 0.022 0.416 0.061 -0.012 0.027 0.149 | -| phi_p | 0.006 -0.026 0.004 0.103 0.001 0.008 1.000 0.001 0.003 0.006 0.470 0.007 -0.002 0.007 0.000 -0.031 0.002 0.010 -0.016 0.002 0.026 0.003 -0.005 0.004 | -| Dbar_p | -0.248 0.072 0.568 -0.049 0.622 0.428 0.001 1.000 -0.154 0.388 0.031 -0.061 0.017 -0.158 0.551 0.137 -0.088 -0.007 0.035 0.508 0.071 0.039 0.304 0.548 | -| p4415_s | -0.002 0.101 -0.051 0.017 -0.140 0.129 0.003 -0.154 1.000 -0.206 -0.012 0.033 -0.006 0.189 -0.141 -0.083 0.017 0.328 -0.016 -0.043 -0.042 -0.009 -0.121 -0.057 | -| p4415_p | 0.091 -0.134 0.327 0.032 0.286 0.116 0.006 0.388 -0.206 1.000 -0.009 -0.036 0.011 -0.271 0.473 0.044 -0.041 -0.165 0.017 0.154 0.062 -0.002 0.238 0.224 | -| phi_s | -0.005 0.093 0.006 0.083 0.002 -0.032 0.470 0.031 -0.012 -0.009 1.000 0.004 0.017 -0.025 0.016 0.064 -0.006 -0.031 0.038 0.008 -0.060 -0.003 0.014 0.003 | -| rho_s | 0.026 0.096 -0.038 0.152 -0.014 -0.057 0.007 -0.061 0.033 -0.036 0.004 1.000 0.003 0.022 -0.046 -0.259 0.015 0.004 -0.332 -0.026 0.230 0.024 -0.036 -0.036 | -| omega_p | -0.002 -0.027 0.011 -0.061 0.003 0.014 -0.002 0.017 -0.006 0.011 0.017 0.003 1.000 -0.003 0.011 0.040 -0.002 0.002 0.667 0.007 -0.037 -0.004 0.005 0.010 | -| p4040_s | 0.003 -0.047 -0.260 0.052 -0.139 0.247 0.007 -0.158 0.189 -0.271 -0.025 0.022 -0.003 1.000 -0.497 -0.081 -0.004 0.003 -0.011 -0.027 -0.012 -0.038 -0.157 0.027 | -| p4160_p | 0.153 0.019 0.418 -0.025 0.464 -0.019 0.000 0.551 -0.141 0.473 0.016 -0.046 0.011 -0.497 1.000 0.101 -0.025 -0.133 0.023 0.221 0.044 0.057 0.345 0.302 | -| bplus_0 | -0.057 -0.113 0.063 -0.025 -0.003 0.069 -0.031 0.137 -0.083 0.044 0.064 -0.259 0.040 -0.081 0.101 1.000 -0.038 -0.059 0.122 0.051 -0.951 -0.052 0.104 0.058 | -| Dbar_s | 0.015 0.027 -0.041 0.010 0.000 -0.095 0.002 -0.088 0.017 -0.041 -0.006 0.015 -0.002 -0.004 -0.025 -0.038 1.000 -0.016 -0.007 -0.030 -0.013 -0.011 0.056 -0.037 | -| p4160_s | 0.006 -0.100 0.253 0.070 -0.062 0.232 0.010 -0.007 0.328 -0.165 -0.031 0.004 0.002 0.003 -0.133 -0.059 -0.016 1.000 -0.003 -0.032 -0.001 -0.018 -0.014 0.030 | -| omega_s | -0.011 -0.041 0.019 0.077 0.003 0.022 -0.016 0.035 -0.016 0.017 0.038 -0.332 0.667 -0.011 0.023 0.122 -0.007 -0.003 1.000 0.013 -0.112 -0.010 0.015 0.018 | -| psi2s_p | 0.023 0.009 0.170 -0.012 0.367 0.416 0.002 0.508 -0.043 0.154 0.008 -0.026 0.007 -0.027 0.221 0.051 -0.030 -0.032 0.013 1.000 0.032 0.021 0.182 0.013 | -| bplus_1 | -0.031 -0.012 0.047 0.005 0.076 0.061 0.026 0.071 -0.042 0.062 -0.060 0.230 -0.037 -0.012 0.044 -0.951 -0.013 -0.001 -0.112 0.032 1.000 -0.024 -0.026 0.022 | -| DDstar_s | 0.064 0.087 0.040 0.001 0.045 -0.012 0.003 0.039 -0.009 -0.002 -0.003 0.024 -0.004 -0.038 0.057 -0.052 -0.011 -0.018 -0.010 0.021 -0.024 1.000 0.086 0.051 | -| p3770_p | 0.109 0.003 0.338 -0.032 0.231 0.027 -0.005 0.304 -0.121 0.238 0.014 -0.036 0.005 -0.157 0.345 0.104 0.056 -0.014 0.015 0.182 -0.026 0.086 1.000 -0.021 | -| p3770_s | 0.004 0.068 0.300 -0.001 0.424 0.149 0.004 0.548 -0.057 0.224 0.003 -0.036 0.010 0.027 0.302 0.058 -0.037 0.030 0.018 0.013 0.022 0.051 -0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4764076340867378}), (, {'error': 0.10260649228468899}), (, {'error': 0.17642656934386114}), (, {'error': 0.21898354063298164}), (, {'error': 0.03239758752585198}), (, {'error': 0.19130800796173641}), (, {'error': 0.18177728637782264}), (, {'error': 0.7340368771850501}), (, {'error': 0.19978432543454228}), (, {'error': 0.19071643825628892}), (, {'error': 0.9299739254676433}), (, {'error': 0.28698833917807454}), (, {'error': 0.29537139808618296}), (, {'error': 0.17496484918916133}), (, {'error': 0.1237575297411162}), (, {'error': 0.04155941728677881}), (, {'error': 0.07625015187579062}), (, {'error': 0.17093635670950613}), (, {'error': 1.2371598248291376}), (, {'error': 0.03643173254594423}), (, {'error': 0.07664349930081382}), (, {'error': 0.07081545260164804}), (, {'error': 0.11359623467847335}), (, {'error': 0.2800812254599543})]) -Toy 20/25 -Time taken: 2 h, 32 min -Projected time left: 38 min -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1229 (1229 total) | -| EDM = 3.88E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297401.25074926973 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.45 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 2 | p4040_p | -2.35 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.19 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.637 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.41 | 0.20 | | | -1.5 | 1.5 | | -| 6 | phi_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -4.52 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.93 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -1.81 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 20.1 | 2.3 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 12| omega_p | -6.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 16| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 4.8 | 2.8 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.927 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.63 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.22 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.253 -0.009 -0.033 -0.073 -0.048 0.003 -0.160 -0.075 -0.106 -0.007 0.092 -0.044 -0.140 0.006 -0.093 0.004 -0.084 -0.061 -0.106 -0.162 0.035 0.147 0.063 | -| bplus_2 | 0.253 1.000 -0.012 -0.287 -0.180 -0.650 0.080 0.044 0.004 -0.238 0.110 0.022 -0.042 -0.101 -0.039 -0.101 0.001 -0.131 -0.076 -0.049 -0.100 0.009 0.065 0.029 | -| p4040_p | -0.009 -0.012 1.000 0.015 -0.098 -0.231 -0.015 -0.112 0.052 0.121 -0.017 -0.004 0.002 -0.210 0.195 -0.014 0.016 0.309 0.004 -0.213 0.049 0.024 0.137 -0.068 | -| rho_p | -0.033 -0.287 0.015 1.000 -0.077 0.104 -0.193 0.013 0.024 0.052 -0.159 0.118 0.017 0.046 0.009 0.136 0.001 0.063 0.244 0.003 -0.133 -0.001 -0.012 0.030 | -| jpsi_p | -0.073 -0.180 -0.098 -0.077 1.000 0.266 -0.025 0.147 -0.011 0.005 -0.010 -0.030 -0.016 0.014 -0.061 0.103 0.041 -0.011 -0.017 -0.015 -0.040 0.048 -0.026 -0.062 | -| Ctt | -0.048 -0.650 -0.231 0.104 0.266 1.000 -0.019 -0.303 0.214 -0.046 -0.035 0.004 0.005 0.345 -0.305 0.024 -0.001 0.264 0.013 0.249 0.076 -0.006 -0.224 -0.086 | -| phi_p | 0.003 0.080 -0.015 -0.193 -0.025 -0.019 1.000 -0.005 -0.009 -0.019 0.936 0.002 0.016 -0.014 -0.012 -0.018 0.001 -0.020 -0.082 -0.011 0.024 0.001 -0.003 -0.018 | -| Dbar_p | -0.160 0.044 -0.112 0.013 0.147 -0.303 -0.005 1.000 -0.002 -0.098 -0.016 0.051 -0.021 -0.054 -0.054 -0.054 0.021 -0.054 -0.028 -0.060 -0.070 0.001 0.227 -0.096 | -| p4415_s | -0.075 0.004 0.052 0.024 -0.011 0.214 -0.009 -0.002 1.000 -0.092 -0.017 0.029 -0.010 0.119 0.043 -0.042 -0.001 0.256 -0.012 0.011 -0.018 -0.003 -0.066 0.020 | -| p4415_p | -0.106 -0.238 0.121 0.052 0.005 -0.046 -0.019 -0.098 -0.092 1.000 -0.024 -0.011 0.009 -0.216 0.267 -0.003 0.007 -0.236 0.016 -0.071 0.106 0.014 0.055 -0.018 | -| phi_s | -0.007 0.110 -0.017 -0.159 -0.010 -0.035 0.936 -0.016 -0.017 -0.024 1.000 -0.042 0.052 -0.026 -0.011 0.048 0.000 -0.034 -0.029 -0.013 -0.036 0.001 -0.000 -0.024 | -| rho_s | 0.092 0.022 -0.004 0.118 -0.030 0.004 0.002 0.051 0.029 -0.011 -0.042 1.000 -0.365 0.025 -0.018 -0.390 0.001 0.027 -0.524 0.006 0.333 0.003 -0.007 0.006 | -| omega_p | -0.044 -0.042 0.002 0.017 -0.016 0.005 0.016 -0.021 -0.010 0.009 0.052 -0.365 1.000 -0.006 0.006 0.183 0.000 -0.005 0.805 -0.005 -0.161 -0.001 -0.002 -0.001 | -| p4040_s | -0.140 -0.101 -0.210 0.046 0.014 0.345 -0.014 -0.054 0.119 -0.216 -0.026 0.025 -0.006 1.000 -0.518 -0.044 -0.003 0.084 -0.006 0.024 0.027 -0.003 -0.134 0.124 | -| p4160_p | 0.006 -0.039 0.195 0.009 -0.061 -0.305 -0.012 -0.054 0.043 0.267 -0.011 -0.018 0.006 -0.518 1.000 0.014 0.022 -0.147 0.011 -0.147 0.045 0.037 0.152 -0.048 | -| bplus_0 | -0.093 -0.101 -0.014 0.136 0.103 0.024 -0.018 -0.054 -0.042 -0.003 0.048 -0.390 0.183 -0.044 0.014 1.000 0.000 -0.041 0.266 -0.014 -0.931 -0.001 0.043 -0.010 | -| Dbar_s | 0.004 0.001 0.016 0.001 0.041 -0.001 0.001 0.021 -0.001 0.007 0.000 0.001 0.000 -0.003 0.022 0.000 1.000 -0.000 -0.000 0.020 -0.004 -0.001 0.034 0.020 | -| p4160_s | -0.084 -0.131 0.309 0.063 -0.011 0.264 -0.020 -0.054 0.256 -0.236 -0.034 0.027 -0.005 0.084 -0.147 -0.041 -0.000 1.000 -0.003 -0.043 0.015 0.002 -0.058 0.034 | -| omega_s | -0.061 -0.076 0.004 0.244 -0.017 0.013 -0.082 -0.028 -0.012 0.016 -0.029 -0.524 0.805 -0.006 0.011 0.266 -0.000 -0.003 1.000 -0.005 -0.236 -0.002 -0.001 0.001 | -| psi2s_p | -0.106 -0.049 -0.213 0.003 -0.015 0.249 -0.011 -0.060 0.011 -0.071 -0.013 0.006 -0.005 0.024 -0.147 -0.014 0.020 -0.043 -0.005 1.000 0.032 0.018 -0.049 -0.417 | -| bplus_1 | -0.162 -0.100 0.049 -0.133 -0.040 0.076 0.024 -0.070 -0.018 0.106 -0.036 0.333 -0.161 0.027 0.045 -0.931 -0.004 0.015 -0.236 0.032 1.000 -0.010 -0.095 -0.021 | -| DDstar_s | 0.035 0.009 0.024 -0.001 0.048 -0.006 0.001 0.001 -0.003 0.014 0.001 0.003 -0.001 -0.003 0.037 -0.001 -0.001 0.002 -0.002 0.018 -0.010 1.000 0.030 0.023 | -| p3770_p | 0.147 0.065 0.137 -0.012 -0.026 -0.224 -0.003 0.227 -0.066 0.055 -0.000 -0.007 -0.002 -0.134 0.152 0.043 0.034 -0.058 -0.001 -0.049 -0.095 0.030 1.000 -0.247 | -| p3770_s | 0.063 0.029 -0.068 0.030 -0.062 -0.086 -0.018 -0.096 0.020 -0.018 -0.024 0.006 -0.001 0.124 -0.048 -0.010 0.020 0.034 0.001 -0.417 -0.021 0.023 -0.247 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30851453167281706}), (, {'error': 0.0844571611615268}), (, {'error': 0.17293820657185477}), (, {'error': 0.23946117362766017}), (, {'error': 0.023705339085694277}), (, {'error': 0.19513629353458972}), (, {'error': 0.5314568086195743}), (, {'error': 0.292586983929211}), (, {'error': 0.19679505932756214}), (, {'error': 0.2304895669553444}), (, {'error': 2.3232839250815296}), (, {'error': 0.3635500279708225}), (, {'error': 0.5472672814903636}), (, {'error': 0.17383180226523642}), (, {'error': 0.09793920573263648}), (, {'error': 0.03356153064380063}), (, {'error': 0.015484164820303264}), (, {'error': 0.17326224033072668}), (, {'error': 2.769328937137925}), (, {'error': 0.03122562880943658}), (, {'error': 0.06250882733889274}), (, {'error': 0.021094007448901525}), (, {'error': 0.0947438382359409}), (, {'error': 0.23185347462689343})]) -Toy 21/25 -Time taken: 2 h, 39 min -Projected time left: 30 min, 24 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1360 (1360 total) | -| EDM = 0.000162 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297258.6994198593 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.62 | 0.07 | | | -2 | 2 | | -| 2 | p4040_p | 3.10 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.530 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.50 | 0.07 | | | -1.5 | 1.5 | | -| 6 | phi_p | 0.61 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.30 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 21.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 12| omega_p | -5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.79 | 0.16 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 16| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 17| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.846 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 22| p3770_p | -2.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.191 0.288 -0.016 0.428 -0.025 0.001 -0.167 0.127 0.113 0.005 -0.058 -0.000 0.010 -0.006 0.014 -0.014 0.010 0.014 0.253 0.198 0.020 -0.006 0.038 | -| bplus_2 | -0.191 1.000 -0.042 -0.185 0.063 -0.108 0.080 0.349 0.097 -0.238 0.072 0.296 -0.007 0.098 0.000 -0.501 -0.001 -0.006 -0.061 0.146 0.396 -0.030 -0.130 -0.006 | -| p4040_p | 0.288 -0.042 1.000 0.022 0.196 0.007 -0.011 0.274 0.148 0.028 -0.023 -0.017 0.003 -0.235 -0.006 -0.054 0.002 -0.003 0.003 -0.051 0.145 -0.005 0.039 0.202 | -| rho_p | -0.016 -0.185 0.022 1.000 0.022 0.010 -0.184 -0.097 0.031 0.032 -0.161 0.080 0.075 0.029 -0.001 -0.090 -0.011 -0.001 0.035 -0.020 0.050 -0.005 -0.019 0.001 | -| jpsi_p | 0.428 0.063 0.196 0.022 1.000 -0.054 -0.027 0.268 0.036 0.079 -0.052 0.008 -0.011 -0.026 -0.003 -0.128 -0.053 0.007 -0.019 0.258 0.223 -0.031 -0.088 0.121 | -| Ctt | -0.025 -0.108 0.007 0.010 -0.054 1.000 -0.002 0.056 0.034 0.002 -0.004 -0.008 0.001 0.049 -0.000 0.009 0.003 -0.001 0.001 0.038 0.006 -0.000 -0.025 -0.021 | -| phi_p | 0.001 0.080 -0.011 -0.184 -0.027 -0.002 1.000 0.017 -0.008 -0.011 0.746 0.130 -0.023 -0.005 0.000 -0.019 0.001 -0.000 -0.074 -0.001 0.028 -0.000 0.001 -0.008 | -| Dbar_p | -0.167 0.349 0.274 -0.097 0.268 0.056 0.017 1.000 -0.100 0.136 0.051 -0.006 -0.012 -0.303 -0.003 0.018 0.017 0.011 0.003 0.137 0.080 -0.023 -0.122 0.355 | -| p4415_s | 0.127 0.097 0.148 0.031 0.036 0.034 -0.008 -0.100 1.000 -0.103 -0.022 0.014 0.005 -0.024 -0.004 -0.044 -0.002 0.006 -0.003 -0.025 -0.015 0.011 -0.018 0.031 | -| p4415_p | 0.113 -0.238 0.028 0.032 0.079 0.002 -0.011 0.136 -0.103 1.000 -0.021 -0.025 0.004 -0.212 0.003 -0.024 0.013 0.009 0.005 -0.007 0.131 0.005 0.059 0.069 | -| phi_s | 0.005 0.072 -0.023 -0.161 -0.052 -0.004 0.746 0.051 -0.022 -0.021 1.000 0.016 0.008 -0.016 0.001 0.111 0.006 0.000 -0.002 0.002 -0.089 0.003 0.010 -0.009 | -| rho_s | -0.058 0.296 -0.017 0.080 0.008 -0.008 0.130 -0.006 0.014 -0.025 0.016 1.000 0.256 0.018 0.000 -0.401 -0.002 -0.001 -0.038 0.003 0.366 -0.006 -0.024 -0.029 | -| omega_p | -0.000 -0.007 0.003 0.075 -0.011 0.001 -0.023 -0.012 0.005 0.004 0.008 0.256 1.000 0.005 -0.000 -0.035 -0.002 -0.000 0.860 -0.005 0.029 -0.001 -0.008 -0.003 | -| p4040_s | 0.010 0.098 -0.235 0.029 -0.026 0.049 -0.005 -0.303 -0.024 -0.212 -0.016 0.018 0.005 1.000 0.010 -0.021 0.004 -0.010 -0.003 0.003 -0.078 0.019 -0.108 0.014 | -| p4160_p | -0.006 0.000 -0.006 -0.001 -0.003 -0.000 0.000 -0.003 -0.004 0.003 0.001 0.000 -0.000 0.010 1.000 0.002 -0.000 -0.002 -0.000 0.001 -0.003 -0.000 -0.000 -0.003 | -| bplus_0 | 0.014 -0.501 -0.054 -0.090 -0.128 0.009 -0.019 0.018 -0.044 -0.024 0.111 -0.401 -0.035 -0.021 0.002 1.000 0.010 0.001 0.082 -0.031 -0.950 0.007 0.076 0.011 | -| Dbar_s | -0.014 -0.001 0.002 -0.011 -0.053 0.003 0.001 0.017 -0.002 0.013 0.006 -0.002 -0.002 0.004 -0.000 0.010 1.000 -0.001 -0.000 -0.024 0.004 -0.004 -0.064 -0.022 | -| p4160_s | 0.010 -0.006 -0.003 -0.001 0.007 -0.001 -0.000 0.011 0.006 0.009 0.000 -0.001 -0.000 -0.010 -0.002 0.001 -0.001 1.000 0.000 0.003 0.005 -0.001 0.003 0.004 | -| omega_s | 0.014 -0.061 0.003 0.035 -0.019 0.001 -0.074 0.003 -0.003 0.005 -0.002 -0.038 0.860 -0.003 -0.000 0.082 -0.000 0.000 1.000 -0.003 -0.076 0.001 -0.000 0.003 | -| psi2s_p | 0.253 0.146 -0.051 -0.020 0.258 0.038 -0.001 0.137 -0.025 -0.007 0.002 0.003 -0.005 0.003 0.001 -0.031 -0.024 0.003 -0.003 1.000 0.074 -0.010 0.095 -0.348 | -| bplus_1 | 0.198 0.396 0.145 0.050 0.223 0.006 0.028 0.080 -0.015 0.131 -0.089 0.366 0.029 -0.078 -0.003 -0.950 0.004 0.005 -0.076 0.074 1.000 0.016 -0.062 0.042 | -| DDstar_s | 0.020 -0.030 -0.005 -0.005 -0.031 -0.000 -0.000 -0.023 0.011 0.005 0.003 -0.006 -0.001 0.019 -0.000 0.007 -0.004 -0.001 0.001 -0.010 0.016 1.000 -0.032 -0.029 | -| p3770_p | -0.006 -0.130 0.039 -0.019 -0.088 -0.025 0.001 -0.122 -0.018 0.059 0.010 -0.024 -0.008 -0.108 -0.000 0.076 -0.064 0.003 -0.000 0.095 -0.062 -0.032 1.000 -0.209 | -| p3770_s | 0.038 -0.006 0.202 0.001 0.121 -0.021 -0.008 0.355 0.031 0.069 -0.009 -0.029 -0.003 0.014 -0.003 0.011 -0.022 0.004 0.003 -0.348 0.042 -0.029 -0.209 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.40185576092977393}), (, {'error': 0.06697749427685551}), (, {'error': 0.20771635540982647}), (, {'error': 0.4213077684840938}), (, {'error': 0.025785619656959913}), (, {'error': 0.07047583886492237}), (, {'error': 0.23573439551218245}), (, {'error': 0.3667245430987327}), (, {'error': 0.18672004485344376}), (, {'error': 0.6511069959473321}), (, {'error': 1.3105464236960387}), (, {'error': 0.3421571140734136}), (, {'error': 0.40901865692318884}), (, {'error': 0.16045429383184512}), (, {'error': 0.009664931393482679}), (, {'error': 0.03198420383582978}), (, {'error': 0.02760671817907262}), (, {'error': 0.015366884735136033}), (, {'error': 4.002430931924908}), (, {'error': 0.03147654441102343}), (, {'error': 0.05778437126821889}), (, {'error': 0.023159540605800305}), (, {'error': 0.10338031628483169}), (, {'error': 0.2298122375794609})]) -Toy 22/25 -Time taken: 2 h, 47 min -Projected time left: 22 min, 54 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=487 (487 total) | -| EDM = 4.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297102.28018028813 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.7 | 0.9 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.33 | 0.04 | | | -2 | 2 | | -| 2 | p4040_p | -3.96 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 3.92 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.660 | 0.022 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.95 | 0.09 | | | -1.5 | 1.5 | | -| 6 | phi_p | 0.54 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 2.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.127 | 0.011 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 0.4 | 8.2 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 18.67 | 0.18 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 2.55E-2 | 0.11E-2 | | |0.0253049| 2.0747 | | -| 12| omega_p | 0.13 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.11 | 0.04 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -1.96 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.454 | 0.008 | | | -2 | 2 | | -| 16| Dbar_s | -0.136 | 0.018 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.15 | 0.09 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.16 | 0.11 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.894 | 0.017 | | | -2 | 2 | | -| 21| DDstar_s | 0.104 | 0.019 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.42 | 0.05 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.49 | 0.05 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.917 -0.715 0.007 -0.876 0.918 -0.006 -0.960 0.945 -0.988 0.018 0.007 -0.077 -0.809 0.974 0.969 0.807 -0.868 -0.003 -0.910 0.969 0.778 0.488 0.001 | -| bplus_2 | 0.917 1.000 -0.674 0.006 -0.821 0.881 0.001 -0.904 0.891 -0.931 0.013 0.007 -0.067 -0.766 0.922 0.910 0.751 -0.817 -0.003 -0.858 0.911 0.732 0.468 0.010 | -| p4040_p | -0.715 -0.674 1.000 -0.005 0.645 -0.674 0.005 0.706 -0.695 0.727 -0.014 -0.006 0.057 0.639 -0.720 -0.713 -0.592 0.636 0.002 0.667 -0.713 -0.572 -0.360 0.001 | -| rho_p | 0.007 0.006 -0.005 1.000 -0.006 0.007 0.001 -0.007 0.007 -0.007 -0.000 0.006 0.003 -0.006 0.007 0.007 0.006 -0.006 -0.001 -0.006 0.007 0.005 0.004 0.000 | -| jpsi_p | -0.876 -0.821 0.645 -0.006 1.000 -0.836 0.006 0.869 -0.851 0.889 -0.017 -0.007 0.069 0.730 -0.878 -0.871 -0.716 0.782 0.002 0.822 -0.871 -0.691 -0.444 -0.001 | -| Ctt | 0.918 0.881 -0.674 0.007 -0.836 1.000 -0.009 -0.906 0.890 -0.930 0.019 0.007 -0.075 -0.758 0.915 0.917 0.771 -0.817 -0.002 -0.857 0.917 0.742 0.461 -0.010 | -| phi_p | -0.006 0.001 0.005 0.001 0.006 -0.009 1.000 0.006 -0.007 0.007 0.089 0.000 0.001 0.006 -0.007 -0.005 -0.004 0.006 -0.001 0.007 -0.005 -0.005 -0.005 -0.000 | -| Dbar_p | -0.960 -0.904 0.706 -0.007 0.869 -0.906 0.006 1.000 -0.932 0.975 -0.018 -0.007 0.076 0.798 -0.962 -0.956 -0.799 0.856 0.003 0.900 -0.956 -0.774 -0.472 0.003 | -| p4415_s | 0.945 0.891 -0.695 0.007 -0.851 0.890 -0.007 -0.932 1.000 -0.957 0.018 0.007 -0.075 -0.785 0.944 0.941 0.783 -0.844 -0.003 -0.883 0.942 0.757 0.477 0.001 | -| p4415_p | -0.988 -0.931 0.727 -0.007 0.889 -0.930 0.007 0.975 -0.957 1.000 -0.019 -0.008 0.078 0.820 -0.987 -0.984 -0.819 0.882 0.003 0.923 -0.985 -0.792 -0.499 -0.001 | -| phi_s | 0.018 0.013 -0.014 -0.000 -0.017 0.019 0.089 -0.018 0.018 -0.019 1.000 0.000 0.001 -0.015 0.018 0.017 0.014 -0.017 -0.000 -0.018 0.017 0.015 0.010 -0.000 | -| rho_s | 0.007 0.007 -0.006 0.006 -0.007 0.007 0.000 -0.007 0.007 -0.008 0.000 1.000 -0.000 -0.006 0.008 0.007 0.006 -0.007 -0.000 -0.007 0.007 0.006 0.004 0.000 | -| omega_p | -0.077 -0.067 0.057 0.003 0.069 -0.075 0.001 0.076 -0.075 0.078 0.001 -0.000 1.000 0.064 -0.077 -0.076 -0.062 0.069 0.038 0.072 -0.076 -0.061 -0.040 -0.001 | -| p4040_s | -0.809 -0.766 0.639 -0.006 0.730 -0.758 0.006 0.798 -0.785 0.820 -0.015 -0.006 0.064 1.000 -0.810 -0.807 -0.675 0.717 0.002 0.759 -0.807 -0.652 -0.411 0.005 | -| p4160_p | 0.974 0.922 -0.720 0.007 -0.878 0.915 -0.007 -0.962 0.944 -0.987 0.018 0.008 -0.077 -0.810 1.000 0.971 0.812 -0.872 -0.003 -0.912 0.972 0.786 0.495 -0.001 | -| bplus_0 | 0.969 0.910 -0.713 0.007 -0.871 0.917 -0.005 -0.956 0.941 -0.984 0.017 0.007 -0.076 -0.807 0.971 1.000 0.801 -0.865 -0.003 -0.906 0.964 0.777 0.491 0.004 | -| Dbar_s | 0.807 0.751 -0.592 0.006 -0.716 0.771 -0.004 -0.799 0.783 -0.819 0.014 0.006 -0.062 -0.675 0.812 0.801 1.000 -0.720 -0.002 -0.747 0.802 0.638 0.415 0.019 | -| p4160_s | -0.868 -0.817 0.636 -0.006 0.782 -0.817 0.006 0.856 -0.844 0.882 -0.017 -0.007 0.069 0.717 -0.872 -0.865 -0.720 1.000 0.002 0.810 -0.865 -0.696 -0.438 0.001 | -| omega_s | -0.003 -0.003 0.002 -0.001 0.002 -0.002 -0.001 0.003 -0.003 0.003 -0.000 -0.000 0.038 0.002 -0.003 -0.003 -0.002 0.002 1.000 0.002 -0.003 -0.002 -0.001 -0.000 | -| psi2s_p | -0.910 -0.858 0.667 -0.006 0.822 -0.857 0.007 0.900 -0.883 0.923 -0.018 -0.007 0.072 0.759 -0.912 -0.906 -0.747 0.810 0.002 1.000 -0.906 -0.723 -0.461 -0.022 | -| bplus_1 | 0.969 0.911 -0.713 0.007 -0.871 0.917 -0.005 -0.956 0.942 -0.985 0.017 0.007 -0.076 -0.807 0.972 0.964 0.802 -0.865 -0.003 -0.906 1.000 0.778 0.491 0.004 | -| DDstar_s | 0.778 0.732 -0.572 0.005 -0.691 0.742 -0.005 -0.774 0.757 -0.792 0.015 0.006 -0.061 -0.652 0.786 0.777 0.638 -0.696 -0.002 -0.723 0.778 1.000 0.403 0.014 | -| p3770_p | 0.488 0.468 -0.360 0.004 -0.444 0.461 -0.005 -0.472 0.477 -0.499 0.010 0.004 -0.040 -0.411 0.495 0.491 0.415 -0.438 -0.001 -0.461 0.491 0.403 1.000 -0.032 | -| p3770_s | 0.001 0.010 0.001 0.000 -0.001 -0.010 -0.000 0.003 0.001 -0.001 -0.000 0.000 -0.001 0.005 -0.001 0.004 0.019 0.001 -0.000 -0.022 0.004 0.014 -0.032 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.8819851685850275}), (, {'error': 0.039766341708993624}), (, {'error': 0.2990322439753983}), (, {'error': 0.22776159223340908}), (, {'error': 0.02154033027066804}), (, {'error': 0.08818924101283776}), (, {'error': 0.08772471148004302}), (, {'error': 0.6983323814786293}), (, {'error': 0.010964672258695296}), (, {'error': 8.19763111469783}), (, {'error': 0.1768758693860235}), (, {'error': 0.0010500514855935512}), (, {'error': 0.08742416427520228}), (, {'error': 0.035939677647325696}), (, {'error': 0.2220645876387013}), (, {'error': 0.008410729304822562}), (, {'error': 0.018391132731846893}), (, {'error': 0.09079890765806731}), (, {'error': 0.11262080053629875}), (, {'error': 0.03234643376547908}), (, {'error': 0.016566306631883965}), (, {'error': 0.019377998437857674}), (, {'error': 0.05437112409027289}), (, {'error': 0.054556734366053794})]) -Toy 23/25 -Time taken: 2 h, 53 min -Projected time left: 15 min, 4 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1364 (1364 total) | -| EDM = 0.015 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297433.3142367131 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.15 | 1.99 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.14 | 0.04 | | | -2 | 2 | | -| 2 | p4040_p | -2.89 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.93 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.62 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.06 | 0.09 | | | -1.5 | 1.5 | | -| 6 | phi_p | 0.10 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | -1.7 | 10.2 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 1.00 | 0.15 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.37 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 1.16 | 0.24 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.11 | 0.16 | | |0.00501244| 2.01499 | | -| 14| p4160_p | 4.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.461 | 0.008 | | | -2 | 2 | | -| 16| Dbar_s | -0.015 | 0.442 | | | -0.3 | 0.3 | | -| 17| p4160_s | 1.74 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 5.9 | 0.7 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | -0.882 | 0.016 | | | -2 | 2 | | -| 21| DDstar_s | 0.09 | 0.12 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.37 | 0.31 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.8 | 0.3 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.184 -0.579 0.001 -0.764 0.177 -0.038 0.889 0.357 0.199 -0.024 -0.135 0.002 0.626 -0.680 -0.783 0.900 0.635 0.032 -0.653 -0.801 0.838 -0.855 -0.727 | -| bplus_2 | -0.184 1.000 0.157 0.159 0.145 0.349 0.029 -0.175 -0.140 0.076 -0.032 0.014 -0.002 -0.120 0.173 0.066 -0.167 -0.074 -0.013 0.117 0.062 -0.148 0.172 0.161 | -| p4040_p | -0.579 0.157 1.000 0.009 0.706 -0.226 0.036 -0.729 -0.248 -0.029 0.019 0.100 -0.002 -0.520 0.604 0.596 -0.735 -0.370 -0.024 0.565 0.610 -0.676 0.728 0.631 | -| rho_p | 0.001 0.159 0.009 1.000 0.007 -0.010 0.040 0.000 -0.001 0.018 0.066 0.153 0.010 0.010 0.002 0.022 0.000 0.015 0.160 0.002 0.027 -0.006 -0.003 0.007 | -| jpsi_p | -0.764 0.145 0.706 0.007 1.000 -0.241 0.042 -0.923 -0.365 -0.089 0.021 0.128 -0.003 -0.589 0.789 0.764 -0.926 -0.613 -0.032 0.776 0.782 -0.868 0.897 0.820 | -| Ctt | 0.177 0.349 -0.226 -0.010 -0.241 1.000 -0.013 0.200 0.226 0.000 -0.007 -0.020 0.001 0.269 -0.270 -0.155 0.186 0.210 0.002 -0.062 -0.158 0.193 -0.194 -0.201 | -| phi_p | -0.038 0.029 0.036 0.040 0.042 -0.013 1.000 -0.047 -0.018 -0.003 0.665 0.023 -0.003 -0.028 0.039 0.042 -0.047 -0.029 -0.032 0.038 0.043 -0.045 0.045 0.041 | -| Dbar_p | 0.889 -0.175 -0.729 0.000 -0.923 0.200 -0.047 1.000 0.385 0.125 -0.031 -0.142 0.003 0.649 -0.821 -0.823 0.987 0.664 0.032 -0.796 -0.845 0.929 -0.961 -0.853 | -| p4415_s | 0.357 -0.140 -0.248 -0.001 -0.365 0.226 -0.018 0.385 1.000 -0.013 -0.013 -0.049 0.001 0.297 -0.306 -0.268 0.387 0.394 0.011 -0.306 -0.277 0.322 -0.381 -0.325 | -| p4415_p | 0.199 0.076 -0.029 0.018 -0.089 0.000 -0.003 0.125 -0.013 1.000 -0.008 -0.023 0.000 0.012 0.014 -0.122 0.123 0.027 0.004 -0.098 -0.127 0.103 -0.105 -0.088 | -| phi_s | -0.024 -0.032 0.019 0.066 0.021 -0.007 0.665 -0.031 -0.013 -0.008 1.000 0.004 -0.003 -0.023 0.025 0.019 -0.031 -0.025 -0.001 0.023 0.022 -0.029 0.030 0.023 | -| rho_s | -0.135 0.014 0.100 0.153 0.128 -0.020 0.023 -0.142 -0.049 -0.023 0.004 1.000 0.002 -0.092 0.113 0.158 -0.141 -0.095 -0.316 0.113 0.124 -0.120 0.137 0.120 | -| omega_p | 0.002 -0.002 -0.002 0.010 -0.003 0.001 -0.003 0.003 0.001 0.000 -0.003 0.002 1.000 0.002 -0.002 -0.003 0.003 0.002 -0.047 -0.002 -0.003 0.003 -0.003 -0.002 | -| p4040_s | 0.626 -0.120 -0.520 0.010 -0.589 0.269 -0.028 0.649 0.297 0.012 -0.023 -0.092 0.002 1.000 -0.642 -0.517 0.652 0.356 0.020 -0.511 -0.533 0.574 -0.633 -0.515 | -| p4160_p | -0.680 0.173 0.604 0.002 0.789 -0.270 0.039 -0.821 -0.306 0.014 0.025 0.113 -0.002 -0.642 1.000 0.655 -0.825 -0.567 -0.026 0.665 0.673 -0.743 0.812 0.714 | -| bplus_0 | -0.783 0.066 0.596 0.022 0.764 -0.155 0.042 -0.823 -0.268 -0.122 0.019 0.158 -0.003 -0.517 0.655 1.000 -0.821 -0.528 -0.037 0.658 0.609 -0.706 0.796 0.716 | -| Dbar_s | 0.900 -0.167 -0.735 0.000 -0.926 0.186 -0.047 0.987 0.387 0.123 -0.031 -0.141 0.003 0.652 -0.825 -0.821 1.000 0.664 0.032 -0.800 -0.843 0.928 -0.963 -0.860 | -| p4160_s | 0.635 -0.074 -0.370 0.015 -0.613 0.210 -0.029 0.664 0.394 0.027 -0.025 -0.095 0.002 0.356 -0.567 -0.528 0.664 1.000 0.020 -0.550 -0.545 0.590 -0.640 -0.559 | -| omega_s | 0.032 -0.013 -0.024 0.160 -0.032 0.002 -0.032 0.032 0.011 0.004 -0.001 -0.316 -0.047 0.020 -0.026 -0.037 0.032 0.020 1.000 -0.026 -0.028 0.027 -0.032 -0.029 | -| psi2s_p | -0.653 0.117 0.565 0.002 0.776 -0.062 0.038 -0.796 -0.306 -0.098 0.023 0.113 -0.002 -0.511 0.665 0.658 -0.800 -0.550 -0.026 1.000 0.675 -0.751 0.778 0.626 | -| bplus_1 | -0.801 0.062 0.610 0.027 0.782 -0.158 0.043 -0.845 -0.277 -0.127 0.022 0.124 -0.003 -0.533 0.673 0.609 -0.843 -0.545 -0.028 0.675 1.000 -0.726 0.816 0.732 | -| DDstar_s | 0.838 -0.148 -0.676 -0.006 -0.868 0.193 -0.045 0.929 0.322 0.103 -0.029 -0.120 0.003 0.574 -0.743 -0.706 0.928 0.590 0.027 -0.751 -0.726 1.000 -0.883 -0.792 | -| p3770_p | -0.855 0.172 0.728 -0.003 0.897 -0.194 0.045 -0.961 -0.381 -0.105 0.030 0.137 -0.003 -0.633 0.812 0.796 -0.963 -0.640 -0.032 0.778 0.816 -0.883 1.000 0.805 | -| p3770_s | -0.727 0.161 0.631 0.007 0.820 -0.201 0.041 -0.853 -0.325 -0.088 0.023 0.120 -0.002 -0.515 0.714 0.716 -0.860 -0.559 -0.029 0.626 0.732 -0.792 0.805 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.9920492577831839}), (, {'error': 0.03918176697177256}), (, {'error': 0.18240883312868017}), (, {'error': 0.22269691892575505}), (, {'error': 0.054911954402930174}), (, {'error': 0.0928118783665618}), (, {'error': 0.22971156339365884}), (, {'error': 10.200201077589806}), (, {'error': 0.15455294778252432}), (, {'error': 0.1659242379451149}), (, {'error': 0.8889548696550831}), (, {'error': 0.2432129664613324}), (, {'error': 0.04795754371084815}), (, {'error': 0.16031644869696549}), (, {'error': 0.15691437202788272}), (, {'error': 0.008073642981823559}), (, {'error': 0.44200836090557083}), (, {'error': 0.16342092499762395}), (, {'error': 0.684270825615362}), (, {'error': 0.041538078899566955}), (, {'error': 0.016033895241624796}), (, {'error': 0.12123701446870569}), (, {'error': 0.3093733945055188}), (, {'error': 0.3385132237534596})]) -Toy 24/25 -Time taken: 3 h, 1 min -Projected time left: 7 min, 34 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1501 (1501 total) | -| EDM = 2.83E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297045.9372750751 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.05 | 0.42 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.21 | 0.10 | | | -2 | 2 | | -| 2 | p4040_p | -2.51 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.725 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.19 | 0.16 | | | -1.5 | 1.5 | | -| 6 | phi_p | -0.41 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | Dbar_p | 3.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | p4415_s | 0.86 | 0.18 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.19 | 0.24 | | |-6.28319 | 6.28319 | | -| 10| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| rho_s | 0.75 | 0.31 | | |0.0253049| 2.0747 | | -| 12| omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.06 | 0.15 | | |0.00501244| 2.01499 | | -| 14| p4160_p | -2.23 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.50 | 0.03 | | | -2 | 2 | | -| 16| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.40 | 0.15 | | | 0.71676 | 3.68324 | | -| 18| omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| bplus_1 | 1.03 | 0.06 | | | -2 | 2 | | -| 21| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 22| p3770_p | 3.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.70 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_p rho_p jpsi_p Ctt phi_p Dbar_p p4415_s p4415_p phi_s rho_s omega_p p4040_s p4160_p bplus_0 Dbar_s p4160_s omega_s psi2s_p bplus_1 DDstar_s p3770_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.041 -0.227 0.009 -0.433 0.135 -0.005 -0.443 0.008 -0.248 -0.009 0.023 0.000 -0.126 -0.408 -0.060 -0.006 -0.099 -0.011 -0.190 0.033 0.082 -0.133 -0.142 | -| bplus_2 | 0.041 1.000 -0.091 -0.193 0.188 -0.600 -0.007 0.017 0.228 -0.254 0.049 0.392 -0.001 0.110 -0.168 -0.710 0.098 0.035 -0.125 0.002 0.614 0.151 -0.158 0.026 | -| p4040_p | -0.227 -0.091 1.000 0.001 0.197 -0.136 -0.000 -0.196 -0.005 0.234 0.002 -0.066 0.000 -0.141 0.357 0.130 -0.009 0.305 0.025 -0.019 -0.080 0.000 0.217 0.039 | -| rho_p | 0.009 -0.193 0.001 1.000 0.001 0.070 0.101 0.021 0.014 0.029 0.093 0.029 0.016 0.036 -0.010 0.017 0.009 0.047 0.001 -0.002 -0.038 0.002 -0.010 0.015 | -| jpsi_p | -0.433 0.188 0.197 0.001 1.000 -0.225 0.003 -0.138 -0.011 0.137 -0.014 0.051 0.000 0.082 0.296 -0.139 0.061 0.033 -0.026 0.207 0.142 -0.003 0.076 0.247 | -| Ctt | 0.135 -0.600 -0.136 0.070 -0.225 1.000 -0.004 -0.312 0.085 -0.015 -0.022 -0.190 0.000 0.147 -0.158 0.381 -0.130 0.122 0.061 0.239 -0.342 -0.053 0.066 -0.019 | -| phi_p | -0.005 -0.007 -0.000 0.101 0.003 -0.004 1.000 0.001 0.008 0.001 0.504 -0.005 -0.000 0.010 -0.003 -0.023 0.005 0.009 -0.019 0.001 0.017 0.004 -0.007 0.005 | -| Dbar_p | -0.443 0.017 -0.196 0.021 -0.138 -0.312 0.001 1.000 0.044 -0.068 -0.014 0.052 0.000 0.033 -0.133 -0.114 0.097 0.015 -0.026 -0.169 0.050 -0.040 -0.118 -0.248 | -| p4415_s | 0.008 0.228 -0.005 0.014 -0.011 0.085 0.008 0.044 1.000 -0.178 -0.012 0.115 -0.000 0.144 -0.046 -0.272 0.016 0.266 -0.048 0.004 0.189 0.006 -0.068 0.016 | -| p4415_p | -0.248 -0.254 0.234 0.029 0.137 -0.015 0.001 -0.068 -0.178 1.000 -0.004 -0.115 0.000 -0.189 0.391 0.223 -0.043 -0.194 0.041 0.023 -0.161 -0.052 0.164 0.069 | -| phi_s | -0.009 0.049 0.002 0.093 -0.014 -0.022 0.504 -0.014 -0.012 -0.004 1.000 -0.026 -0.001 -0.017 0.009 0.015 -0.007 -0.021 0.028 0.001 -0.013 -0.005 0.002 -0.008 | -| rho_s | 0.023 0.392 -0.066 0.029 0.051 -0.190 -0.005 0.052 0.115 -0.115 -0.026 1.000 0.000 0.060 -0.103 -0.424 0.063 0.030 -0.492 -0.002 0.410 0.087 -0.077 -0.015 | -| omega_p | 0.000 -0.001 0.000 0.016 0.000 0.000 -0.000 0.000 -0.000 0.000 -0.001 0.000 1.000 -0.000 -0.000 0.000 -0.000 -0.000 -0.061 -0.000 -0.000 -0.000 0.000 -0.000 | -| p4040_s | -0.126 0.110 -0.141 0.036 0.082 0.147 0.010 0.033 0.144 -0.189 -0.017 0.060 -0.000 1.000 -0.350 -0.177 -0.024 0.053 -0.030 0.005 0.121 -0.028 -0.026 0.142 | -| p4160_p | -0.408 -0.168 0.357 -0.010 0.296 -0.158 -0.003 -0.133 -0.046 0.391 0.009 -0.103 -0.000 -0.350 1.000 0.229 0.004 -0.069 0.042 0.077 -0.148 -0.013 0.240 0.113 | -| bplus_0 | -0.060 -0.710 0.130 0.017 -0.139 0.381 -0.023 -0.114 -0.272 0.223 0.015 -0.424 0.000 -0.177 0.229 1.000 -0.142 -0.122 0.165 0.007 -0.971 -0.186 0.179 -0.006 | -| Dbar_s | -0.006 0.098 -0.009 0.009 0.061 -0.130 0.005 0.097 0.016 -0.043 -0.007 0.063 -0.000 -0.024 0.004 -0.142 1.000 -0.021 -0.027 0.000 0.092 -0.002 0.095 -0.004 | -| p4160_s | -0.099 0.035 0.305 0.047 0.033 0.122 0.009 0.015 0.266 -0.194 -0.021 0.030 -0.000 0.053 -0.069 -0.122 -0.021 1.000 -0.021 -0.027 0.071 -0.020 0.016 0.054 | -| omega_s | -0.011 -0.125 0.025 0.001 -0.026 0.061 -0.019 -0.026 -0.048 0.041 0.028 -0.492 -0.061 -0.030 0.042 0.165 -0.027 -0.021 1.000 0.000 -0.159 -0.035 0.029 0.002 | -| psi2s_p | -0.190 0.002 -0.019 -0.002 0.207 0.239 0.001 -0.169 0.004 0.023 0.001 -0.002 -0.000 0.005 0.077 0.007 0.000 -0.027 0.000 1.000 0.001 -0.015 0.111 -0.168 | -| bplus_1 | 0.033 0.614 -0.080 -0.038 0.142 -0.342 0.017 0.050 0.189 -0.161 -0.013 0.410 -0.000 0.121 -0.148 -0.971 0.092 0.071 -0.159 0.001 1.000 0.126 -0.144 0.010 | -| DDstar_s | 0.082 0.151 0.000 0.002 -0.003 -0.053 0.004 -0.040 0.006 -0.052 -0.005 0.087 -0.000 -0.028 -0.013 -0.186 -0.002 -0.020 -0.035 -0.015 0.126 1.000 0.032 0.018 | -| p3770_p | -0.133 -0.158 0.217 -0.010 0.076 0.066 -0.007 -0.118 -0.068 0.164 0.002 -0.077 0.000 -0.026 0.240 0.179 0.095 0.016 0.029 0.111 -0.144 0.032 1.000 -0.175 | -| p3770_s | -0.142 0.026 0.039 0.015 0.247 -0.019 0.005 -0.248 0.016 0.069 -0.008 -0.015 -0.000 0.142 0.113 -0.006 -0.004 0.054 0.002 -0.168 0.010 0.018 -0.175 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4244830590640398}), (, {'error': 0.10132511818714929}), (, {'error': 0.17529304453618533}), (, {'error': 0.47417111585102}), (, {'error': 0.02716152957202933}), (, {'error': 0.1635549813491668}), (, {'error': 0.17412922477307946}), (, {'error': 0.3475907003943295}), (, {'error': 0.18298425104759664}), (, {'error': 0.24254093024617163}), (, {'error': 0.959219910539236}), (, {'error': 0.3130132266566268}), (, {'error': 0.05686712102750935}), (, {'error': 0.15485988979470927}), (, {'error': 0.10167525220423235}), (, {'error': 0.03422066934294343}), (, {'error': 0.06587546602975569}), (, {'error': 0.1514917002644982}), (, {'error': 0.9046899192357913}), (, {'error': 0.0320689860413097}), (, {'error': 0.05873525353310827}), (, {'error': 0.05461084252550068}), (, {'error': 0.10081768092332233}), (, {'error': 0.22559052760727605})]) -Toy 25/25 -Time taken: 3 h, 10 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.582494618572174 -Mean Ctt error = 0.2830945126880601 -95 Sensitivy = 0.0006731970261583578 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247854.out b/finished fits/ff1data1/slurm-2247854.out deleted file mode 100644 index 9d6754a..0000000 --- a/finished fits/ff1data1/slurm-2247854.out +++ /dev/null @@ -1,5644 +0,0 @@ -Simulation starting -2019-09-05 15:46:29.703783: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 15:46:30.041417: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:87:00.0 -2019-09-05 15:46:30.041810: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:46:30.044036: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:46:30.046389: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:46:30.046810: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:46:30.049670: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:46:30.051777: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:46:30.058790: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:46:30.065151: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:46:30.065804: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 15:46:30.092917: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 15:46:30.093369: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x556c900db660 executing computations on platform Host. Devices: -2019-09-05 15:46:30.093417: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 15:46:30.097393: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:87:00.0 -2019-09-05 15:46:30.097484: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:46:30.097511: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:46:30.097534: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:46:30.097556: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:46:30.097577: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:46:30.097600: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:46:30.097622: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:46:30.104518: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:46:30.104713: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:46:30.346854: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 15:46:30.346901: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 15:46:30.346914: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 15:46:30.357363: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:87:00.0, compute capability: 3.7) -2019-09-05 15:46:30.359899: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x556c90637be0 executing computations on platform CUDA. Devices: -2019-09-05 15:46:30.359920: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 15:46:32.439715 140123238520576 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 15:46:32.497842 140123238520576 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 15:46:32.992944 140123238520576 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 15:46:54.429782: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 15:47:03.076514 140123238520576 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320177.9079544 Edm = 53.2186 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320177.9079544 Edm = 53.2186 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308442.3282232 Edm = 16.3752 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 308077.6242222 Edm = 751.771 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 307906.2461606 Edm = 33.5613 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 302363.0355225 Edm = 22.8849 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 302269.9125769 Edm = 128.573 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301952.0438359 Edm = 132.123 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 301818.882745 Edm = 41.2913 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 301731.8962461 Edm = 11.0492 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 298797.8038899 Edm = 62.2845 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298797.8038899 Edm = 62.2845 NCalls = 47 -VariableMetric: After Hessian - FCN = 298797.8038899 Edm = 2.47087e+08 NCalls = 518 -VariableMetric: Iteration # 11 - FCN = 298797.8038899 Edm = 2.47087e+08 NCalls = 518 -VariableMetric: Iteration # 12 - FCN = 298797.8038899 Edm = 2.47087e+08 NCalls = 529 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307472.6034767 Edm = 17.3229 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307472.6034767 Edm = 17.3229 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306756.917301 Edm = 14.2168 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 306725.1966825 Edm = 43.9883 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 303473.0747754 Edm = 10915.2 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 303280.2582989 Edm = 58.1376 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 302906.3834284 Edm = 271.914 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298613.5412018 Edm = 166.66 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298304.6930401 Edm = 257.83 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297965.122774 Edm = 2.83989 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297961.4684513 Edm = 0.329466 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297960.5921102 Edm = 0.287715 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297839.5070131 Edm = 37.2979 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297798.914204 Edm = 0.602565 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297798.1686437 Edm = 0.313633 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297766.1857974 Edm = 21.9527 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297631.5528563 Edm = 1.85314 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297630.104864 Edm = 0.0692602 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297629.9206246 Edm = 0.140996 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297609.5840198 Edm = 21.8556 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297597.7936219 Edm = 11.1987 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297281.1413147 Edm = 23.4925 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297254.0484861 Edm = 1.49517 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297252.5548435 Edm = 0.323531 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297252.1978213 Edm = 0.0363302 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297252.1214151 Edm = 0.0157471 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297252.049638 Edm = 0.0459119 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297245.1709364 Edm = 6.32604 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297195.5024771 Edm = 1.15776 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297194.3569419 Edm = 0.0722115 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297194.2825479 Edm = 0.00400966 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297194.2778881 Edm = 0.00120659 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297194.2693771 Edm = 0.00834971 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297193.6653113 Edm = 0.446602 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297183.6194097 Edm = 4.567 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297174.5950017 Edm = 0.681147 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297173.8741557 Edm = 0.0654337 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297173.8158851 Edm = 0.0211666 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297173.8031876 Edm = 0.00174362 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297173.8010679 Edm = 0.000930161 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297173.7913051 Edm = 0.0103864 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297172.8348469 Edm = 0.123551 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297170.3087354 Edm = 1.41178 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297168.4852294 Edm = 0.733971 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297167.7385322 Edm = 0.0429868 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297167.7064964 Edm = 0.00861432 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297167.7013019 Edm = 0.000173053 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297167.7008647 Edm = 0.000301184 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297167.6924206 Edm = 0.0103851 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297167.5876815 Edm = 0.0974873 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297164.6972993 Edm = 0.0879269 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297164.6204264 Edm = 0.00214834 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297164.6182133 Edm = 0.000108698 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297164.6180363 Edm = 7.67928e-05 NCalls = 172 -VariableMetric: After Hessian - FCN = 297164.6180363 Edm = 46514.5 NCalls = 647 -VariableMetric: Iteration # 53 - FCN = 297164.6180363 Edm = 46514.5 NCalls = 647 -VariableMetric: Iteration # 54 - FCN = 297161.5042171 Edm = 14169.2 NCalls = 656 -VariableMetric: Iteration # 55 - FCN = 297159.2318418 Edm = 0.466586 NCalls = 667 -VariableMetric: Iteration # 56 - FCN = 297159.1604938 Edm = 0.772039 NCalls = 669 -VariableMetric: Iteration # 57 - FCN = 297158.1519187 Edm = 0.306363 NCalls = 671 -VariableMetric: Iteration # 58 - FCN = 297157.3701814 Edm = 0.289694 NCalls = 674 -VariableMetric: Iteration # 59 - FCN = 297156.3723577 Edm = 0.411984 NCalls = 676 -VariableMetric: Iteration # 60 - FCN = 297155.0487301 Edm = 1.94704 NCalls = 679 -VariableMetric: Iteration # 61 - FCN = 297153.6480013 Edm = 3.48441 NCalls = 682 -VariableMetric: Iteration # 62 - FCN = 297151.9351544 Edm = 3.05132 NCalls = 686 -VariableMetric: Iteration # 63 - FCN = 297150.033908 Edm = 2.20186 NCalls = 690 -VariableMetric: Iteration # 64 - FCN = 297146.8817515 Edm = 0.812997 NCalls = 693 -VariableMetric: Iteration # 65 - FCN = 297145.8087347 Edm = 0.854656 NCalls = 695 -VariableMetric: Iteration # 66 - FCN = 297144.3581874 Edm = 0.329448 NCalls = 697 -VariableMetric: Iteration # 67 - FCN = 297143.883573 Edm = 0.426414 NCalls = 699 -VariableMetric: Iteration # 68 - FCN = 297142.6239154 Edm = 1.55253 NCalls = 703 -VariableMetric: Iteration # 69 - FCN = 297139.818301 Edm = 3.51932 NCalls = 708 -VariableMetric: Iteration # 70 - FCN = 297139.4965223 Edm = 0.798549 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297136.4935621 Edm = 4.44962 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297133.1075983 Edm = 2.58281 NCalls = 721 -VariableMetric: Iteration # 73 - FCN = 297128.0893896 Edm = 2.27193 NCalls = 724 -VariableMetric: Iteration # 74 - FCN = 297126.2170292 Edm = 1.64873 NCalls = 726 -VariableMetric: Iteration # 75 - FCN = 297125.3441085 Edm = 0.620596 NCalls = 728 -VariableMetric: Iteration # 76 - FCN = 297124.502705 Edm = 0.248134 NCalls = 730 -VariableMetric: Iteration # 77 - FCN = 297124.0370981 Edm = 0.148348 NCalls = 732 -VariableMetric: Iteration # 78 - FCN = 297123.66855 Edm = 0.0836568 NCalls = 734 -VariableMetric: Iteration # 79 - FCN = 297123.4688729 Edm = 0.0804362 NCalls = 736 -VariableMetric: Iteration # 80 - FCN = 297123.198473 Edm = 0.0565362 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297123.0353969 Edm = 0.0716205 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297122.6935177 Edm = 0.143791 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297122.3880487 Edm = 0.10895 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297122.1896932 Edm = 0.0503753 NCalls = 748 -VariableMetric: Iteration # 85 - FCN = 297122.1295194 Edm = 0.0339956 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297122.0844945 Edm = 0.0250981 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297122.0422322 Edm = 0.0255307 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297122.0100623 Edm = 0.0129776 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297121.9855186 Edm = 0.022141 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297121.96363 Edm = 0.00882098 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297121.9451639 Edm = 0.00605241 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297121.9182482 Edm = 0.00856614 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297121.8946143 Edm = 0.00480877 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297121.8851794 Edm = 0.0039714 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297121.8753079 Edm = 0.00936146 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297121.8142747 Edm = 0.0234828 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297121.7879791 Edm = 0.0116516 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297121.7805402 Edm = 0.00204749 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297121.7727429 Edm = 0.0028703 NCalls = 784 -VariableMetric: Iteration # 100 - FCN = 297121.7618053 Edm = 0.00325978 NCalls = 787 -VariableMetric: Iteration # 101 - FCN = 297121.7578107 Edm = 0.0019645 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297121.7549831 Edm = 0.00100567 NCalls = 792 -VariableMetric: Iteration # 103 - FCN = 297121.7517468 Edm = 0.000815039 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 297121.7497389 Edm = 0.000963274 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297121.7477858 Edm = 0.000446818 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297121.7472142 Edm = 0.000180952 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297121.7465347 Edm = 0.000523113 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297121.7423256 Edm = 0.00265347 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297121.7363671 Edm = 0.0025083 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297121.7321427 Edm = 0.00208012 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297121.7280123 Edm = 0.00122896 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297121.7264837 Edm = 0.000809949 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297121.7256827 Edm = 0.000263542 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297121.7251508 Edm = 0.000137785 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297121.7249254 Edm = 8.1815e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297121.7249254 Edm = 0.0049591 NCalls = 1308 -VariableMetric: Iteration # 116 - FCN = 297121.7249254 Edm = 0.0049591 NCalls = 1308 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 352267.6496277 Edm = 861.52 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 352267.6496277 Edm = 861.52 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312175.8390989 Edm = 27.3678 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303536.6506793 Edm = 54.7401 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 303526.890266 Edm = 8.10759 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 303484.4085276 Edm = 41.939 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 303393.706646 Edm = 277.471 NCalls = 40 -VariableMetric: Iteration # 6 - FCN = 303393.2436406 Edm = 2.24124 NCalls = 42 -VariableMetric: Iteration # 7 - FCN = 303382.3691869 Edm = 17.952 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 303362.7938027 Edm = 15.6873 NCalls = 50 -VariableMetric: Iteration # 9 - FCN = 303181.1269304 Edm = 20.9131 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 303152.4025248 Edm = 7.01337 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 303126.1872249 Edm = 4.1999 NCalls = 61 -VariableMetric: Iteration # 12 - FCN = 303020.5812045 Edm = 50.1538 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 302361.3970242 Edm = 683.261 NCalls = 72 -VariableMetric: Iteration # 14 - FCN = 300242.1659561 Edm = 235.988 NCalls = 76 -VariableMetric: Iteration # 15 - FCN = 300117.9028169 Edm = 15.662 NCalls = 78 -VariableMetric: Iteration # 16 - FCN = 300014.5815151 Edm = 52.4277 NCalls = 82 -VariableMetric: Iteration # 17 - FCN = 299873.2066113 Edm = 204.744 NCalls = 85 -VariableMetric: Iteration # 18 - FCN = 299774.2974675 Edm = 24.9667 NCalls = 88 -VariableMetric: Iteration # 19 - FCN = 299745.2672429 Edm = 4.81499 NCalls = 90 -VariableMetric: Iteration # 20 - FCN = 299735.6107933 Edm = 5.43329 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 299650.7522842 Edm = 119.466 NCalls = 97 -VariableMetric: Iteration # 22 - FCN = 299509.4372785 Edm = 130.771 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 298019.7434998 Edm = 434.189 NCalls = 108 -VariableMetric: Iteration # 24 - FCN = 297789.8327163 Edm = 14.8036 NCalls = 110 -VariableMetric: Iteration # 25 - FCN = 297769.5862022 Edm = 5.5444 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297764.9126561 Edm = 0.735816 NCalls = 115 -VariableMetric: Iteration # 27 - FCN = 297761.0824464 Edm = 0.893081 NCalls = 118 -VariableMetric: Iteration # 28 - FCN = 297759.0630965 Edm = 0.11892 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297754.8201804 Edm = 2.79662 NCalls = 125 -VariableMetric: Iteration # 30 - FCN = 297714.5236017 Edm = 22.8258 NCalls = 128 -VariableMetric: Iteration # 31 - FCN = 297644.8177993 Edm = 15.5915 NCalls = 133 -VariableMetric: Iteration # 32 - FCN = 297628.8997358 Edm = 2.93845 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297623.9282885 Edm = 4.796 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297608.6358805 Edm = 15.7649 NCalls = 141 -VariableMetric: Iteration # 35 - FCN = 297586.9397088 Edm = 12.4944 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297583.5287445 Edm = 1.07163 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297582.1021499 Edm = 0.460544 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297581.5422002 Edm = 0.0815748 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297580.9437846 Edm = 0.523478 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297574.3338662 Edm = 5.55569 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297486.5474288 Edm = 21.2892 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297452.5420179 Edm = 8.72122 NCalls = 165 -VariableMetric: Iteration # 43 - FCN = 297429.2149238 Edm = 11.0296 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297422.4967577 Edm = 6.28087 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297411.804271 Edm = 0.959295 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297410.3160279 Edm = 0.417407 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297409.4455265 Edm = 0.25885 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297408.937893 Edm = 0.0755364 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297408.7632959 Edm = 0.0767116 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297408.3656641 Edm = 0.213635 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297406.8162802 Edm = 1.67881 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297392.3595359 Edm = 12.4948 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297365.4421732 Edm = 9.27247 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297356.1016202 Edm = 2.31708 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297351.6403177 Edm = 2.24259 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297349.4317767 Edm = 0.340881 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297349.0927351 Edm = 0.0685379 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297348.9971087 Edm = 0.0424586 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297348.939446 Edm = 0.0145883 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297348.9024992 Edm = 0.0201929 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297348.5652673 Edm = 0.29349 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297333.6487845 Edm = 16.7126 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297325.965682 Edm = 7.89131 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297297.3474417 Edm = 71.5134 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297296.3094913 Edm = 0.672587 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297290.3683759 Edm = 4.07753 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297266.7386136 Edm = 5.07028 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297262.2627212 Edm = 0.619956 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297261.503829 Edm = 0.186401 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297260.9781226 Edm = 0.542732 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297260.2306299 Edm = 0.211673 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297259.5513056 Edm = 1.04862 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297256.754453 Edm = 1.87302 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297256.7173199 Edm = 0.189858 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297256.4473221 Edm = 0.167682 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297256.191699 Edm = 0.20599 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297255.7437327 Edm = 0.282725 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297254.7876293 Edm = 0.662081 NCalls = 274 -VariableMetric: Iteration # 79 - FCN = 297254.1764141 Edm = 1.21362 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297251.0865695 Edm = 3.57282 NCalls = 283 -VariableMetric: Iteration # 81 - FCN = 297241.5414688 Edm = 8.40835 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297241.0105405 Edm = 2.51019 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297236.1970227 Edm = 5.03077 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297235.8994558 Edm = 0.448173 NCalls = 299 -VariableMetric: Iteration # 85 - FCN = 297233.3981256 Edm = 1.67523 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297230.2668165 Edm = 0.203889 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297230.0917864 Edm = 0.023992 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297230.0706585 Edm = 0.00920428 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297230.0540251 Edm = 0.00914923 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297230.0359842 Edm = 0.00646013 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297229.9781248 Edm = 0.0493034 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297227.6069475 Edm = 2.23924 NCalls = 321 -VariableMetric: Iteration # 93 - FCN = 297214.8869966 Edm = 0.931424 NCalls = 324 -VariableMetric: Iteration # 94 - FCN = 297213.5564907 Edm = 0.397585 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297213.2145759 Edm = 0.114198 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297213.0496222 Edm = 0.0320985 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297213.0061281 Edm = 0.00828451 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297212.9978244 Edm = 0.000635176 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297212.9897577 Edm = 0.00699616 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297212.5600122 Edm = 0.289553 NCalls = 342 -VariableMetric: Iteration # 101 - FCN = 297208.7763409 Edm = 2.5984 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297198.8342581 Edm = 13.7816 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297196.0231201 Edm = 4.73446 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297192.4846507 Edm = 1.02684 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297191.3799589 Edm = 0.237221 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297191.0421739 Edm = 0.199745 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297190.6813442 Edm = 0.197035 NCalls = 360 -VariableMetric: Iteration # 108 - FCN = 297190.3812555 Edm = 0.0423767 NCalls = 362 -VariableMetric: Iteration # 109 - FCN = 297190.3445927 Edm = 0.00342466 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297190.3401186 Edm = 0.00152788 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297190.3100958 Edm = 0.0284067 NCalls = 370 -VariableMetric: Iteration # 112 - FCN = 297190.0207763 Edm = 0.261308 NCalls = 373 -VariableMetric: Iteration # 113 - FCN = 297186.5669517 Edm = 0.524219 NCalls = 378 -VariableMetric: Iteration # 114 - FCN = 297185.8473628 Edm = 0.0064906 NCalls = 380 -VariableMetric: Iteration # 115 - FCN = 297185.8407724 Edm = 0.000334962 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297185.8399891 Edm = 0.000367435 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297185.835504 Edm = 0.00358848 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297185.7804253 Edm = 0.037873 NCalls = 389 -VariableMetric: Iteration # 119 - FCN = 297185.428512 Edm = 0.142763 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297184.665838 Edm = 0.361481 NCalls = 394 -VariableMetric: Iteration # 121 - FCN = 297183.0519124 Edm = 0.221629 NCalls = 397 -VariableMetric: Iteration # 122 - FCN = 297182.7895349 Edm = 0.0619793 NCalls = 399 -VariableMetric: Iteration # 123 - FCN = 297182.7529067 Edm = 0.00277422 NCalls = 401 -VariableMetric: Iteration # 124 - FCN = 297182.7478753 Edm = 0.000801833 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297182.7473001 Edm = 0.000264755 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297182.7470486 Edm = 0.000103406 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297182.7450682 Edm = 0.00198202 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297182.6408354 Edm = 0.0208041 NCalls = 418 -VariableMetric: Iteration # 129 - FCN = 297182.1932256 Edm = 0.157493 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297181.6297991 Edm = 0.0301314 NCalls = 422 -VariableMetric: Iteration # 131 - FCN = 297181.598686 Edm = 0.00334645 NCalls = 423 -VariableMetric: Iteration # 132 - FCN = 297181.5959047 Edm = 7.63541e-05 NCalls = 424 -VariableMetric: After Hessian - FCN = 297181.5959047 Edm = 4.30329 NCalls = 901 -VariableMetric: Iteration # 133 - FCN = 297181.5959047 Edm = 4.30329 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297176.7777612 Edm = 7.921 NCalls = 905 -VariableMetric: Iteration # 135 - FCN = 297176.5724032 Edm = 2.48845 NCalls = 907 -VariableMetric: Iteration # 136 - FCN = 297175.1417033 Edm = 0.74092 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297174.4554408 Edm = 0.0568873 NCalls = 912 -VariableMetric: Iteration # 138 - FCN = 297174.3748521 Edm = 0.0171616 NCalls = 914 -VariableMetric: Iteration # 139 - FCN = 297174.3458759 Edm = 0.0208075 NCalls = 916 -VariableMetric: Iteration # 140 - FCN = 297174.3323713 Edm = 0.00825115 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297174.3264361 Edm = 0.0135746 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297174.3037638 Edm = 0.0191349 NCalls = 922 -VariableMetric: Iteration # 143 - FCN = 297174.266886 Edm = 0.0178598 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297174.231957 Edm = 0.0494512 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297174.2140362 Edm = 0.0216256 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297174.1788999 Edm = 0.0128694 NCalls = 938 -VariableMetric: Iteration # 147 - FCN = 297174.148621 Edm = 0.0192069 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297174.1263428 Edm = 0.0237818 NCalls = 943 -VariableMetric: Iteration # 149 - FCN = 297174.0977799 Edm = 0.0283074 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297174.076396 Edm = 0.0142427 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297174.0335086 Edm = 0.0150932 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297174.0180418 Edm = 0.00862017 NCalls = 951 -VariableMetric: Iteration # 153 - FCN = 297174.0050881 Edm = 0.00511056 NCalls = 954 -VariableMetric: Iteration # 154 - FCN = 297173.9992278 Edm = 0.00281273 NCalls = 956 -VariableMetric: Iteration # 155 - FCN = 297173.9779679 Edm = 0.0114646 NCalls = 962 -VariableMetric: Iteration # 156 - FCN = 297173.9670119 Edm = 0.0202288 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297173.9555136 Edm = 0.00643755 NCalls = 967 -VariableMetric: Iteration # 158 - FCN = 297173.9492877 Edm = 0.00419842 NCalls = 969 -VariableMetric: Iteration # 159 - FCN = 297173.9321141 Edm = 0.0108659 NCalls = 972 -VariableMetric: Iteration # 160 - FCN = 297173.9223472 Edm = 0.0183558 NCalls = 975 -VariableMetric: Iteration # 161 - FCN = 297173.8943913 Edm = 0.0283121 NCalls = 979 -VariableMetric: Iteration # 162 - FCN = 297173.8765349 Edm = 0.0179048 NCalls = 981 -VariableMetric: Iteration # 163 - FCN = 297173.8596653 Edm = 0.0103964 NCalls = 984 -VariableMetric: Iteration # 164 - FCN = 297173.8472405 Edm = 0.0178188 NCalls = 987 -VariableMetric: Iteration # 165 - FCN = 297173.8296985 Edm = 0.0104489 NCalls = 990 -VariableMetric: Iteration # 166 - FCN = 297173.8082475 Edm = 0.00556802 NCalls = 993 -VariableMetric: Iteration # 167 - FCN = 297173.7985231 Edm = 0.0103509 NCalls = 996 -VariableMetric: Iteration # 168 - FCN = 297173.7940706 Edm = 0.00440064 NCalls = 998 -VariableMetric: Iteration # 169 - FCN = 297173.7886097 Edm = 0.00332135 NCalls = 1001 -VariableMetric: Iteration # 170 - FCN = 297173.7847906 Edm = 0.00144039 NCalls = 1003 -VariableMetric: Iteration # 171 - FCN = 297173.7816351 Edm = 0.000912279 NCalls = 1005 -VariableMetric: Iteration # 172 - FCN = 297173.7809003 Edm = 0.00130485 NCalls = 1007 -VariableMetric: Iteration # 173 - FCN = 297173.7791422 Edm = 0.000694608 NCalls = 1010 -VariableMetric: Iteration # 174 - FCN = 297173.7770845 Edm = 0.000638176 NCalls = 1012 -VariableMetric: Iteration # 175 - FCN = 297173.7748645 Edm = 0.000535283 NCalls = 1014 -VariableMetric: Iteration # 176 - FCN = 297173.7736832 Edm = 0.000252375 NCalls = 1016 -VariableMetric: Iteration # 177 - FCN = 297173.7735301 Edm = 6.62629e-05 NCalls = 1018 -VariableMetric: Iteration # 178 - FCN = 297173.7734072 Edm = 7.8431e-05 NCalls = 1020 -VariableMetric: Iteration # 179 - FCN = 297173.773287 Edm = 5.62067e-05 NCalls = 1022 -VariableMetric: After Hessian - FCN = 297173.773287 Edm = 0.00301887 NCalls = 1511 -VariableMetric: Iteration # 180 - FCN = 297173.773287 Edm = 0.00301887 NCalls = 1511 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308039.5072528 Edm = 656.249 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308039.5072528 Edm = 656.249 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304859.9003173 Edm = 147.034 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 304589.9026041 Edm = 447.928 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 301491.7261193 Edm = 7.23541 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301116.323417 Edm = 12.5148 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300470.8475401 Edm = 377.319 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299218.8043648 Edm = 490.965 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298584.5288349 Edm = 28.9278 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298579.776353 Edm = 0.603216 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298575.0553474 Edm = 5.36146 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298392.4784161 Edm = 86.7813 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298252.2441421 Edm = 9.72119 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298244.7808809 Edm = 0.39768 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298244.3981548 Edm = 0.0850297 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298237.5272118 Edm = 6.90957 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 298112.4259308 Edm = 7.54305 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297845.7457536 Edm = 21.443 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297822.4332736 Edm = 4.88969 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297818.1402132 Edm = 0.27167 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297817.8594734 Edm = 0.0286983 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297817.4324826 Edm = 0.409396 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297805.581557 Edm = 11.5127 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297661.618269 Edm = 1.34929 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297659.919818 Edm = 0.0624411 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297659.8374107 Edm = 0.0125736 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297659.8091886 Edm = 0.0174585 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297657.2481787 Edm = 2.22222 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297600.9656228 Edm = 23.8683 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297562.3343655 Edm = 25.8884 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297555.0463163 Edm = 13.9331 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297547.572265 Edm = 1.90762 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297546.2305951 Edm = 0.153481 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297546.1074919 Edm = 0.0170956 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297546.0954439 Edm = 0.00333944 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297546.0887826 Edm = 0.00285488 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297546.0476921 Edm = 0.0416428 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297543.4321163 Edm = 1.86301 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297540.0983372 Edm = 0.321004 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297539.8052287 Edm = 0.00708723 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297539.797971 Edm = 0.000696946 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297539.7962185 Edm = 0.00158958 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297539.4590909 Edm = 0.321577 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297533.669827 Edm = 0.502786 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297532.4417746 Edm = 0.332929 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297532.1903631 Edm = 0.341432 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297531.9194367 Edm = 0.0253113 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297531.879745 Edm = 0.00283073 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297531.8772423 Edm = 0.000387864 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297531.8762396 Edm = 0.000587525 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297531.8563774 Edm = 0.0170871 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297530.3320377 Edm = 1.04172 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297525.0397141 Edm = 0.726994 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297524.295613 Edm = 0.0803034 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297524.2135092 Edm = 0.00613389 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297524.2079868 Edm = 0.000598144 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297524.2062543 Edm = 0.00108882 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297524.0965447 Edm = 0.104559 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297516.2457659 Edm = 4.74597 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297505.3651556 Edm = 9.26813 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297501.3771307 Edm = 1.55863 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297500.0632345 Edm = 0.802075 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297499.1028434 Edm = 0.631116 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297497.7578927 Edm = 0.147419 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297497.575695 Edm = 0.014093 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297497.5440309 Edm = 0.0118797 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297497.5252796 Edm = 0.00569134 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297497.5175947 Edm = 0.00172146 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297497.5143888 Edm = 0.000879675 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297497.5131219 Edm = 0.000614545 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297497.5025195 Edm = 0.00946591 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297496.5767626 Edm = 0.757442 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297488.1133353 Edm = 0.675521 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297487.409862 Edm = 0.318393 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297487.081223 Edm = 0.155956 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297486.7862555 Edm = 0.130048 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297486.6722614 Edm = 0.0523337 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297486.6276847 Edm = 0.00724391 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297486.6155351 Edm = 0.00133004 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297486.6129912 Edm = 0.000226286 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297486.6124026 Edm = 0.000300134 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297486.6089788 Edm = 0.00361049 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297486.5210598 Edm = 0.0757523 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297485.0406808 Edm = 1.36809 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297484.2504771 Edm = 0.634124 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297482.5642375 Edm = 0.246667 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297482.274334 Edm = 0.0485332 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297482.1839798 Edm = 0.022908 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297482.1142963 Edm = 0.0211164 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297482.0806562 Edm = 0.00724096 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297482.0721485 Edm = 0.00178491 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297482.069083 Edm = 0.00065563 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297482.0681857 Edm = 0.000153379 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297482.067918 Edm = 0.000125823 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297482.0660409 Edm = 0.00204447 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297482.0188614 Edm = 0.0416456 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297481.4423311 Edm = 0.397252 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297481.1226354 Edm = 0.303233 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297480.7972638 Edm = 0.0706251 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297480.7367345 Edm = 0.0134163 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297480.7239195 Edm = 0.00271442 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297480.7197698 Edm = 0.000787 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297480.719265 Edm = 6.87714e-05 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297480.7191755 Edm = 2.43729e-05 NCalls = 322 -VariableMetric: After Hessian - FCN = 297480.7191755 Edm = 1798.08 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297480.7191755 Edm = 1798.08 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297478.8410555 Edm = 720.82 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297478.3497752 Edm = 6.02129 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297477.7349644 Edm = 0.308958 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297476.8154937 Edm = 0.196284 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297476.1230903 Edm = 0.199297 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297475.6480647 Edm = 0.0778626 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297475.3761413 Edm = 0.141133 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297475.0235159 Edm = 0.199665 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297474.5734751 Edm = 0.348853 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297473.9138572 Edm = 0.482857 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297473.3115248 Edm = 0.143547 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297473.0651131 Edm = 0.131572 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297472.8579146 Edm = 0.0428811 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297472.7962865 Edm = 0.0248159 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297472.7163713 Edm = 0.0204418 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297472.689898 Edm = 0.00358901 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297472.6819432 Edm = 0.00300254 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297472.6693293 Edm = 0.00333874 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297472.6414955 Edm = 0.0152963 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297472.5569164 Edm = 0.0145891 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297472.5104331 Edm = 0.0183502 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 297472.4443485 Edm = 0.01357 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297472.4081063 Edm = 0.0169392 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297472.3468843 Edm = 0.0129337 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297472.3199725 Edm = 0.00770069 NCalls = 865 -VariableMetric: Iteration # 129 - FCN = 297472.298075 Edm = 0.00251595 NCalls = 867 -VariableMetric: Iteration # 130 - FCN = 297472.2917284 Edm = 0.00132801 NCalls = 869 -VariableMetric: Iteration # 131 - FCN = 297472.2890055 Edm = 0.000672536 NCalls = 871 -VariableMetric: Iteration # 132 - FCN = 297472.2858212 Edm = 0.00028697 NCalls = 873 -VariableMetric: Iteration # 133 - FCN = 297472.2854152 Edm = 8.34944e-05 NCalls = 875 -VariableMetric: Iteration # 134 - FCN = 297472.2849235 Edm = 0.000121175 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297472.2847629 Edm = 1.2591e-05 NCalls = 880 -VariableMetric: After Hessian - FCN = 297472.2847629 Edm = 9.18722e-05 NCalls = 1371 -VariableMetric: Iteration # 136 - FCN = 297472.2847629 Edm = 9.18722e-05 NCalls = 1371 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309766.3108236 Edm = 414.853 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309766.3108236 Edm = 414.853 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304673.575547 Edm = 120.201 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303975.595545 Edm = 602.28 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 303351.2736137 Edm = 28.2651 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302563.5932181 Edm = 8.61381 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 302288.625021 Edm = 78.4551 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301967.7772694 Edm = 114.292 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 301697.3039363 Edm = 518.571 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 301535.168813 Edm = 53.8123 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 301343.4670173 Edm = 43.1712 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 301316.2774287 Edm = 25.6891 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 301297.75767 Edm = 5.84112 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 301294.6829659 Edm = 1.44272 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 301278.4953387 Edm = 29.9214 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 301272.8222679 Edm = 6.0668 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 300741.3437496 Edm = 256.373 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 300014.3514913 Edm = 25295.4 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 299620.949501 Edm = 264.906 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 299534.1900591 Edm = 82.506 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 299448.3296657 Edm = 3.3202 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 299215.2341242 Edm = 7.62393 NCalls = 97 -VariableMetric: Iteration # 21 - FCN = 298873.1061369 Edm = 65.3587 NCalls = 104 -VariableMetric: Iteration # 22 - FCN = 298838.9001165 Edm = 140.372 NCalls = 106 -VariableMetric: Iteration # 23 - FCN = 298653.7330964 Edm = 49.8851 NCalls = 113 -VariableMetric: Iteration # 24 - FCN = 298459.6399305 Edm = 198.676 NCalls = 116 -VariableMetric: Iteration # 25 - FCN = 298385.2173106 Edm = 96.3182 NCalls = 119 -VariableMetric: Iteration # 26 - FCN = 298281.7092696 Edm = 202.683 NCalls = 122 -VariableMetric: Iteration # 27 - FCN = 298172.3825409 Edm = 39.6222 NCalls = 124 -VariableMetric: Iteration # 28 - FCN = 298118.1610313 Edm = 50.6384 NCalls = 127 -VariableMetric: Iteration # 29 - FCN = 297875.0675493 Edm = 80.4405 NCalls = 132 -VariableMetric: Iteration # 30 - FCN = 297785.9637937 Edm = 3.48156 NCalls = 134 -VariableMetric: Iteration # 31 - FCN = 297781.9897375 Edm = 0.38381 NCalls = 136 -VariableMetric: Iteration # 32 - FCN = 297780.2727669 Edm = 0.16725 NCalls = 139 -VariableMetric: Iteration # 33 - FCN = 297779.1423475 Edm = 0.906105 NCalls = 142 -VariableMetric: Iteration # 34 - FCN = 297772.5556462 Edm = 1.07498 NCalls = 146 -VariableMetric: Iteration # 35 - FCN = 297769.3181999 Edm = 2.29409 NCalls = 148 -VariableMetric: Iteration # 36 - FCN = 297744.8327926 Edm = 26.3621 NCalls = 154 -VariableMetric: Iteration # 37 - FCN = 297624.3439002 Edm = 17.5542 NCalls = 157 -VariableMetric: Iteration # 38 - FCN = 297609.3868162 Edm = 3.02987 NCalls = 159 -VariableMetric: Iteration # 39 - FCN = 297606.0195061 Edm = 0.128356 NCalls = 161 -VariableMetric: Iteration # 40 - FCN = 297605.891624 Edm = 0.109291 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297605.78486 Edm = 0.0266947 NCalls = 165 -VariableMetric: Iteration # 42 - FCN = 297605.2441743 Edm = 0.415146 NCalls = 169 -VariableMetric: Iteration # 43 - FCN = 297571.1363294 Edm = 21.6231 NCalls = 175 -VariableMetric: Iteration # 44 - FCN = 297487.1416995 Edm = 9.49057 NCalls = 178 -VariableMetric: Iteration # 45 - FCN = 297426.1676229 Edm = 27.5942 NCalls = 182 -VariableMetric: Iteration # 46 - FCN = 297363.7793635 Edm = 11.9587 NCalls = 185 -VariableMetric: Iteration # 47 - FCN = 297360.8636788 Edm = 9.12896 NCalls = 187 -VariableMetric: Iteration # 48 - FCN = 297353.5080738 Edm = 1.46895 NCalls = 189 -VariableMetric: Iteration # 49 - FCN = 297350.8295034 Edm = 0.365582 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297350.5154029 Edm = 0.0468781 NCalls = 194 -VariableMetric: Iteration # 51 - FCN = 297350.4646095 Edm = 0.00738432 NCalls = 196 -VariableMetric: Iteration # 52 - FCN = 297350.3532851 Edm = 0.0614328 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297349.8353804 Edm = 0.307694 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297323.1969955 Edm = 27.1566 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297306.4744457 Edm = 13.5504 NCalls = 209 -VariableMetric: Iteration # 56 - FCN = 297289.3302265 Edm = 3.04316 NCalls = 211 -VariableMetric: Iteration # 57 - FCN = 297276.8032695 Edm = 3.97045 NCalls = 215 -VariableMetric: Iteration # 58 - FCN = 297274.7474264 Edm = 2.5291 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297272.598853 Edm = 0.0307207 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297272.5531459 Edm = 0.00190652 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297272.5493933 Edm = 0.00154911 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297272.5413519 Edm = 0.00509413 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297271.6001166 Edm = 0.942302 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297255.1366998 Edm = 1.25604 NCalls = 236 -VariableMetric: Iteration # 65 - FCN = 297253.5778359 Edm = 0.122832 NCalls = 238 -VariableMetric: Iteration # 66 - FCN = 297253.4550773 Edm = 0.0127368 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297253.4434939 Edm = 0.00366231 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297253.4391942 Edm = 0.00213102 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297253.4186666 Edm = 0.0165923 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297253.1971609 Edm = 0.213973 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297251.560518 Edm = 1.23607 NCalls = 255 -VariableMetric: Iteration # 72 - FCN = 297242.2159081 Edm = 1.70794 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297239.8745586 Edm = 0.269023 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297239.5552575 Edm = 0.079231 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297239.4749048 Edm = 0.0160511 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297239.4601338 Edm = 0.00186088 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297239.4580029 Edm = 0.000717766 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297239.4557121 Edm = 0.00185991 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297239.4007142 Edm = 0.0438487 NCalls = 276 -VariableMetric: Iteration # 80 - FCN = 297236.0829469 Edm = 1.54541 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297233.0241079 Edm = 0.244194 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297232.5980357 Edm = 0.0461776 NCalls = 286 -VariableMetric: Iteration # 83 - FCN = 297232.5150936 Edm = 0.0113341 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297232.4926355 Edm = 0.0023893 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297232.4908548 Edm = 0.000315597 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297232.4902539 Edm = 0.000258575 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297232.4874098 Edm = 0.00268426 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297232.2353353 Edm = 0.21533 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297225.0736052 Edm = 3.88555 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297224.905869 Edm = 0.411838 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297219.1861763 Edm = 7.28383 NCalls = 317 -VariableMetric: Iteration # 92 - FCN = 297216.2995162 Edm = 1.24033 NCalls = 323 -VariableMetric: Iteration # 93 - FCN = 297214.7614878 Edm = 0.318217 NCalls = 325 -VariableMetric: Iteration # 94 - FCN = 297214.3440722 Edm = 0.0530359 NCalls = 327 -VariableMetric: Iteration # 95 - FCN = 297214.2766264 Edm = 0.0131112 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297214.2681948 Edm = 0.00084281 NCalls = 331 -VariableMetric: Iteration # 97 - FCN = 297214.2668245 Edm = 0.000544892 NCalls = 333 -VariableMetric: Iteration # 98 - FCN = 297214.2610238 Edm = 0.00372877 NCalls = 336 -VariableMetric: Iteration # 99 - FCN = 297214.2218183 Edm = 0.0268585 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297213.4954781 Edm = 0.473576 NCalls = 343 -VariableMetric: Iteration # 101 - FCN = 297210.3641087 Edm = 0.473707 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297209.9166187 Edm = 0.066423 NCalls = 348 -VariableMetric: Iteration # 103 - FCN = 297209.8612853 Edm = 0.00567512 NCalls = 350 -VariableMetric: Iteration # 104 - FCN = 297209.8548647 Edm = 0.0004787 NCalls = 352 -VariableMetric: Iteration # 105 - FCN = 297209.8541167 Edm = 0.0001081 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297209.8537851 Edm = 0.000155896 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297209.8510339 Edm = 0.00273813 NCalls = 360 -VariableMetric: Iteration # 108 - FCN = 297209.6732201 Edm = 0.111345 NCalls = 367 -VariableMetric: Iteration # 109 - FCN = 297208.1225787 Edm = 0.830052 NCalls = 371 -VariableMetric: Iteration # 110 - FCN = 297206.3695704 Edm = 0.157659 NCalls = 373 -VariableMetric: Iteration # 111 - FCN = 297206.2547802 Edm = 0.0148286 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297206.2448546 Edm = 0.00157093 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297206.2435001 Edm = 0.0001745 NCalls = 378 -VariableMetric: Iteration # 114 - FCN = 297206.2433198 Edm = 5.00179e-05 NCalls = 380 -VariableMetric: After Hessian - FCN = 297206.2433198 Edm = 3.01575 NCalls = 859 -VariableMetric: Iteration # 115 - FCN = 297206.2433198 Edm = 3.01575 NCalls = 859 -VariableMetric: Iteration # 116 - FCN = 297206.2027939 Edm = 23.0376 NCalls = 862 -VariableMetric: Iteration # 117 - FCN = 297204.8603587 Edm = 0.108912 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297204.6285437 Edm = 0.117592 NCalls = 866 -VariableMetric: Iteration # 119 - FCN = 297204.4909645 Edm = 0.0203281 NCalls = 869 -VariableMetric: Iteration # 120 - FCN = 297204.4012683 Edm = 0.0185269 NCalls = 873 -VariableMetric: Iteration # 121 - FCN = 297204.3775056 Edm = 0.0484334 NCalls = 875 -VariableMetric: Iteration # 122 - FCN = 297204.3399193 Edm = 0.0731041 NCalls = 877 -VariableMetric: Iteration # 123 - FCN = 297204.3217436 Edm = 0.0193334 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297204.2951691 Edm = 0.0253781 NCalls = 881 -VariableMetric: Iteration # 125 - FCN = 297204.2698366 Edm = 0.0083971 NCalls = 883 -VariableMetric: Iteration # 126 - FCN = 297204.2561856 Edm = 0.0106256 NCalls = 885 -VariableMetric: Iteration # 127 - FCN = 297204.2411539 Edm = 0.0196105 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297204.2154266 Edm = 0.0141721 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297204.1826655 Edm = 0.0255523 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297204.1458319 Edm = 0.0228694 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297204.1192813 Edm = 0.0587689 NCalls = 898 -VariableMetric: Iteration # 132 - FCN = 297204.0912167 Edm = 0.0186115 NCalls = 900 -VariableMetric: Iteration # 133 - FCN = 297204.0451788 Edm = 0.00832825 NCalls = 903 -VariableMetric: Iteration # 134 - FCN = 297204.0349067 Edm = 0.00122183 NCalls = 905 -VariableMetric: Iteration # 135 - FCN = 297204.0327846 Edm = 0.00063269 NCalls = 907 -VariableMetric: Iteration # 136 - FCN = 297204.0308606 Edm = 0.000679095 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297204.0297054 Edm = 0.000480279 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297204.0283064 Edm = 0.00111079 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297204.020621 Edm = 0.00433284 NCalls = 916 -VariableMetric: Iteration # 140 - FCN = 297204.0195331 Edm = 0.00262526 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297204.0174878 Edm = 0.00273537 NCalls = 920 -VariableMetric: Iteration # 142 - FCN = 297204.0048171 Edm = 0.0108018 NCalls = 924 -VariableMetric: Iteration # 143 - FCN = 297203.9997229 Edm = 0.00298643 NCalls = 927 -VariableMetric: Iteration # 144 - FCN = 297203.9956286 Edm = 0.00062781 NCalls = 930 -VariableMetric: Iteration # 145 - FCN = 297203.9950958 Edm = 8.78091e-05 NCalls = 932 -VariableMetric: Iteration # 146 - FCN = 297203.9946869 Edm = 0.000215992 NCalls = 935 -VariableMetric: Iteration # 147 - FCN = 297203.99327 Edm = 0.000471441 NCalls = 938 -VariableMetric: Iteration # 148 - FCN = 297203.9914265 Edm = 0.000574668 NCalls = 940 -VariableMetric: Iteration # 149 - FCN = 297203.9904203 Edm = 0.000112543 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297203.9902906 Edm = 3.7749e-06 NCalls = 944 -VariableMetric: After Hessian - FCN = 297203.9902906 Edm = 4.85532e-06 NCalls = 1447 -VariableMetric: Iteration # 151 - FCN = 297203.9902906 Edm = 4.85532e-06 NCalls = 1447 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307161.917387 Edm = 11.219 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307161.917387 Edm = 11.219 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301065.1454723 Edm = 1.10413 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301057.1246048 Edm = 2.316 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300740.4394815 Edm = 40.0122 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 300663.7724945 Edm = 52.3843 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300624.8621155 Edm = 4.2715 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 300614.8627695 Edm = 2.34372 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 300576.4242299 Edm = 52.0929 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 300294.5129142 Edm = 326.821 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 300278.9875176 Edm = 18.1992 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 300107.7121332 Edm = 91.8665 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 299691.4245205 Edm = 439.124 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 299557.9239116 Edm = 40.0161 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 299299.6231295 Edm = 698.564 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298895.6847569 Edm = 829.542 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298766.9561318 Edm = 734.076 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297878.2358624 Edm = 100.546 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297769.4257394 Edm = 2.10574 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297767.1594009 Edm = 1.78136 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297727.0366926 Edm = 40.5813 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297708.7926471 Edm = 18.8679 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297592.7240513 Edm = 17.0317 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297581.453238 Edm = 10.0283 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297561.863802 Edm = 10.277 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297483.3871573 Edm = 41.2275 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297474.365517 Edm = 7.83727 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297444.9210644 Edm = 7.80861 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297429.6915069 Edm = 18.1684 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297425.6753783 Edm = 5.67937 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297420.7390219 Edm = 1.18926 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297419.920125 Edm = 0.307409 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297419.5267749 Edm = 0.351651 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297418.0931549 Edm = 1.91216 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297393.7728449 Edm = 15.927 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297352.4877213 Edm = 4.62233 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297348.2889774 Edm = 5.66164 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297346.5490742 Edm = 0.137032 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297346.4233881 Edm = 0.0269406 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297346.3543171 Edm = 0.0883765 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297342.7027591 Edm = 2.23517 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297334.9230902 Edm = 0.133663 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297334.7705585 Edm = 0.0220525 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297334.3592831 Edm = 0.31481 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297318.5436014 Edm = 13.3939 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297208.8443019 Edm = 13.4688 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297198.3512122 Edm = 1.49019 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297195.9262292 Edm = 1.26299 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297194.726878 Edm = 0.135024 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297194.6102472 Edm = 0.00316139 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297194.5973726 Edm = 0.013601 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297194.4781152 Edm = 0.128268 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297191.1102206 Edm = 1.30562 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297164.3104359 Edm = 10.319 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297142.8897307 Edm = 4.1993 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297139.7190098 Edm = 2.42344 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297136.1355275 Edm = 1.29416 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297133.5904474 Edm = 0.680388 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297131.9505879 Edm = 0.728045 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297130.3060997 Edm = 0.375856 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297129.9861439 Edm = 0.0795786 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297129.9213355 Edm = 0.00693366 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297129.9102302 Edm = 0.00327826 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297129.88675 Edm = 0.0211355 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297129.7013264 Edm = 0.307916 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297129.6754571 Edm = 0.0238557 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297128.830828 Edm = 0.709723 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297114.2089486 Edm = 7.11097 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297106.8805538 Edm = 1.17226 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297104.9165776 Edm = 0.511274 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297104.0127426 Edm = 0.312843 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297103.7379399 Edm = 0.0354265 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297103.6986616 Edm = 0.00181725 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297103.6961353 Edm = 0.00104231 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297103.6927256 Edm = 0.00326835 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297103.6611113 Edm = 0.0251487 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297102.5704124 Edm = 0.942962 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297095.6117646 Edm = 1.00544 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297094.5281297 Edm = 0.0875754 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297094.4441815 Edm = 0.00312063 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297094.4407537 Edm = 0.00041726 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297094.4325995 Edm = 0.00825385 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297093.8378159 Edm = 0.0645553 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297092.1730144 Edm = 0.269345 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297091.6983084 Edm = 0.0105156 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297091.6880052 Edm = 0.000273275 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297091.6875594 Edm = 0.000141834 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297091.6856486 Edm = 0.00194895 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297091.6127817 Edm = 0.075366 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297091.6048737 Edm = 0.00780311 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297091.3755774 Edm = 0.0230985 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297090.4080288 Edm = 0.188287 NCalls = 306 -VariableMetric: Iteration # 91 - FCN = 297090.0669847 Edm = 0.0233487 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297090.0478064 Edm = 0.000798398 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297090.046984 Edm = 4.20506e-05 NCalls = 312 -VariableMetric: After Hessian - FCN = 297090.046984 Edm = 0.624106 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297090.046984 Edm = 0.624106 NCalls = 793 -VariableMetric: Iteration # 95 - FCN = 297089.6779871 Edm = 0.94945 NCalls = 800 -VariableMetric: Iteration # 96 - FCN = 297089.5270354 Edm = 0.195409 NCalls = 802 -VariableMetric: Iteration # 97 - FCN = 297089.3315929 Edm = 0.0810873 NCalls = 804 -VariableMetric: Iteration # 98 - FCN = 297089.3129761 Edm = 0.0231686 NCalls = 806 -VariableMetric: Iteration # 99 - FCN = 297089.2873032 Edm = 0.0395072 NCalls = 807 -VariableMetric: Iteration # 100 - FCN = 297089.2551768 Edm = 0.0143584 NCalls = 809 -VariableMetric: Iteration # 101 - FCN = 297089.2167423 Edm = 0.0206155 NCalls = 812 -VariableMetric: Iteration # 102 - FCN = 297089.1968551 Edm = 0.0312444 NCalls = 815 -VariableMetric: Iteration # 103 - FCN = 297089.1681187 Edm = 0.0365493 NCalls = 818 -VariableMetric: Iteration # 104 - FCN = 297089.1381492 Edm = 0.0691161 NCalls = 820 -VariableMetric: Iteration # 105 - FCN = 297089.1233085 Edm = 0.0132212 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297089.0718 Edm = 0.0697427 NCalls = 829 -VariableMetric: Iteration # 107 - FCN = 297089.0266785 Edm = 0.0352185 NCalls = 833 -VariableMetric: Iteration # 108 - FCN = 297089.0156197 Edm = 0.00725751 NCalls = 835 -VariableMetric: Iteration # 109 - FCN = 297089.0062096 Edm = 0.0105237 NCalls = 837 -VariableMetric: Iteration # 110 - FCN = 297089.000219 Edm = 0.00915538 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297088.985538 Edm = 0.00954597 NCalls = 843 -VariableMetric: Iteration # 112 - FCN = 297088.9758431 Edm = 0.00522557 NCalls = 845 -VariableMetric: Iteration # 113 - FCN = 297088.9709525 Edm = 0.00201452 NCalls = 848 -VariableMetric: Iteration # 114 - FCN = 297088.9689362 Edm = 0.00132905 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297088.9672006 Edm = 0.000765985 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 297088.9657629 Edm = 0.00093731 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297088.9638717 Edm = 0.00305913 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297088.9576826 Edm = 0.00735721 NCalls = 859 -VariableMetric: Iteration # 119 - FCN = 297088.955347 Edm = 0.0022468 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297088.948294 Edm = 0.0023645 NCalls = 868 -VariableMetric: Iteration # 121 - FCN = 297088.9442139 Edm = 0.00152587 NCalls = 871 -VariableMetric: Iteration # 122 - FCN = 297088.9431801 Edm = 0.000360575 NCalls = 873 -VariableMetric: Iteration # 123 - FCN = 297088.9423447 Edm = 0.0003334 NCalls = 875 -VariableMetric: Iteration # 124 - FCN = 297088.9416717 Edm = 0.000425477 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297088.9412651 Edm = 0.000216205 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297088.940811 Edm = 0.000217122 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297088.9402962 Edm = 0.000184922 NCalls = 885 -VariableMetric: Iteration # 128 - FCN = 297088.939 Edm = 0.00120415 NCalls = 889 -VariableMetric: Iteration # 129 - FCN = 297088.9362003 Edm = 0.00286135 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297088.9325556 Edm = 0.00500852 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297088.9293905 Edm = 0.00112414 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297088.9286827 Edm = 0.000986015 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297088.9281128 Edm = 0.000134588 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297088.9277444 Edm = 0.000147315 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297088.9273308 Edm = 0.000108138 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297088.9271558 Edm = 9.65329e-05 NCalls = 913 -VariableMetric: Iteration # 137 - FCN = 297088.9269715 Edm = 6.81694e-05 NCalls = 915 -VariableMetric: Iteration # 138 - FCN = 297088.9268367 Edm = 3.14031e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297088.9268367 Edm = 3.54089e-05 NCalls = 1405 -VariableMetric: Iteration # 139 - FCN = 297088.9268367 Edm = 3.54089e-05 NCalls = 1405 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323064.8516595 Edm = 34.5227 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323064.8516595 Edm = 34.5227 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303122.4043395 Edm = 1275.03 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302206.8293176 Edm = 1310.62 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302084.2473469 Edm = 3.08471 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 301974.8656293 Edm = 90.2013 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301137.5613835 Edm = 17.3473 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301061.6229961 Edm = 18.5095 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 301035.4062974 Edm = 5.62202 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 301022.1470516 Edm = 2.27514 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 301011.409554 Edm = 14.0081 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 300892.3141288 Edm = 112.266 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 300319.413735 Edm = 343.899 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 299911.0593156 Edm = 119.375 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 299894.8345129 Edm = 18.4389 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 299863.3351103 Edm = 24.2983 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 299741.5412887 Edm = 55.1041 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 299712.3778901 Edm = 5.06209 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 299706.0249169 Edm = 5.4982 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 299389.730307 Edm = 245.111 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 298695.8123176 Edm = 281.313 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298391.2589621 Edm = 30.2965 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 298331.3354643 Edm = 62.422 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 298253.8539339 Edm = 50.135 NCalls = 99 -VariableMetric: Iteration # 23 - FCN = 298214.7245982 Edm = 83.8568 NCalls = 102 -VariableMetric: Iteration # 24 - FCN = 298192.2056129 Edm = 5.29709 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 298171.5300178 Edm = 1.59823 NCalls = 107 -VariableMetric: Iteration # 26 - FCN = 298169.8691529 Edm = 0.0875794 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 298169.72479 Edm = 0.123834 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 298158.928285 Edm = 12.4053 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 298158.5905208 Edm = 0.232371 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 298152.6249307 Edm = 5.22233 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 298049.8832309 Edm = 31.6161 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297996.8479385 Edm = 3.2974 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297993.8023108 Edm = 1.36175 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297981.2704389 Edm = 11.8185 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297912.4108093 Edm = 59.0659 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297575.6445597 Edm = 6.32969 NCalls = 145 -VariableMetric: Iteration # 37 - FCN = 297562.1460128 Edm = 3.0434 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297556.2550649 Edm = 1.3756 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297554.2648047 Edm = 0.749341 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297552.7365562 Edm = 0.41818 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297551.9556708 Edm = 0.26548 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297551.7767493 Edm = 0.0165759 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297551.7552495 Edm = 0.00890866 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297551.6479475 Edm = 0.127233 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297549.7051876 Edm = 1.71982 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297523.2325894 Edm = 3.9893 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297516.7446621 Edm = 2.81248 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297515.1142279 Edm = 0.798517 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297514.1525853 Edm = 0.0517078 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297514.0959212 Edm = 0.00361005 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297514.0875199 Edm = 0.0042799 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297514.0455528 Edm = 0.0516369 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297512.9288446 Edm = 0.92065 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297485.4263864 Edm = 4.1058 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297480.7246834 Edm = 0.605164 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297479.9147155 Edm = 0.289067 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297479.7473345 Edm = 0.159192 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297479.5964793 Edm = 0.0359712 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297479.5313386 Edm = 0.00750014 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297479.5198252 Edm = 0.00442759 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297479.3885628 Edm = 0.116316 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297471.8817763 Edm = 5.71622 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297450.4913314 Edm = 19.6952 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297432.6700709 Edm = 6.01568 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297423.0786098 Edm = 7.9537 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297415.4054898 Edm = 2.76502 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297412.9279325 Edm = 1.24957 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297411.2690391 Edm = 1.1716 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297408.2573348 Edm = 3.23004 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297402.8988575 Edm = 12.3474 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297399.428142 Edm = 11.5827 NCalls = 262 -VariableMetric: Iteration # 72 - FCN = 297398.0479924 Edm = 5.92877 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297395.5403011 Edm = 5.57364 NCalls = 269 -VariableMetric: Iteration # 74 - FCN = 297380.2676113 Edm = 6.50598 NCalls = 274 -VariableMetric: Iteration # 75 - FCN = 297372.5354983 Edm = 3.26437 NCalls = 276 -VariableMetric: Iteration # 76 - FCN = 297368.4775338 Edm = 1.6321 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297365.1767351 Edm = 3.97076 NCalls = 283 -VariableMetric: Iteration # 78 - FCN = 297361.6727372 Edm = 2.25253 NCalls = 285 -VariableMetric: Iteration # 79 - FCN = 297356.4929878 Edm = 0.812434 NCalls = 287 -VariableMetric: Iteration # 80 - FCN = 297355.2865033 Edm = 0.507665 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297354.7705203 Edm = 0.4267 NCalls = 292 -VariableMetric: Iteration # 82 - FCN = 297353.137277 Edm = 1.07435 NCalls = 296 -VariableMetric: Iteration # 83 - FCN = 297352.735116 Edm = 0.494213 NCalls = 298 -VariableMetric: Iteration # 84 - FCN = 297352.2395318 Edm = 0.126234 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297351.9562439 Edm = 0.191938 NCalls = 302 -VariableMetric: Iteration # 86 - FCN = 297351.6619336 Edm = 0.126997 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297351.5424532 Edm = 0.00694391 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297351.531851 Edm = 0.00472023 NCalls = 310 -VariableMetric: Iteration # 89 - FCN = 297351.5217874 Edm = 0.00435349 NCalls = 312 -VariableMetric: Iteration # 90 - FCN = 297351.512249 Edm = 0.00258747 NCalls = 314 -VariableMetric: Iteration # 91 - FCN = 297351.4806704 Edm = 0.03397 NCalls = 317 -VariableMetric: Iteration # 92 - FCN = 297351.2130998 Edm = 0.188747 NCalls = 322 -VariableMetric: Iteration # 93 - FCN = 297348.9307944 Edm = 1.95242 NCalls = 326 -VariableMetric: Iteration # 94 - FCN = 297339.0804925 Edm = 9.09217 NCalls = 328 -VariableMetric: Iteration # 95 - FCN = 297332.220254 Edm = 1.97532 NCalls = 330 -VariableMetric: Iteration # 96 - FCN = 297330.8875002 Edm = 0.300162 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297330.6060312 Edm = 0.0319799 NCalls = 334 -VariableMetric: Iteration # 98 - FCN = 297330.5654647 Edm = 0.0103397 NCalls = 336 -VariableMetric: Iteration # 99 - FCN = 297330.5580909 Edm = 0.000535307 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297330.5569892 Edm = 0.000612291 NCalls = 340 -VariableMetric: Iteration # 101 - FCN = 297330.5514809 Edm = 0.00409208 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297330.5004063 Edm = 0.0443926 NCalls = 347 -VariableMetric: Iteration # 103 - FCN = 297329.6839445 Edm = 0.624886 NCalls = 351 -VariableMetric: Iteration # 104 - FCN = 297327.2280238 Edm = 0.657967 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297326.5064778 Edm = 0.173849 NCalls = 358 -VariableMetric: Iteration # 106 - FCN = 297326.3924957 Edm = 0.0217475 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297326.3650064 Edm = 0.00563523 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297326.3564038 Edm = 0.00204948 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297326.3515377 Edm = 0.0021933 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297326.3431455 Edm = 0.00724683 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297326.3310289 Edm = 0.00779878 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297326.3246919 Edm = 0.0177381 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297326.314281 Edm = 0.0119605 NCalls = 383 -VariableMetric: Iteration # 114 - FCN = 297326.2992248 Edm = 0.0268088 NCalls = 386 -VariableMetric: Iteration # 115 - FCN = 297326.1991542 Edm = 0.0340269 NCalls = 394 -VariableMetric: Iteration # 116 - FCN = 297326.1869407 Edm = 0.04347 NCalls = 396 -VariableMetric: Iteration # 117 - FCN = 297326.1178952 Edm = 0.0456031 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297326.0353361 Edm = 0.0752844 NCalls = 401 -VariableMetric: Iteration # 119 - FCN = 297325.9577774 Edm = 0.0113886 NCalls = 404 -VariableMetric: Iteration # 120 - FCN = 297325.9441494 Edm = 0.00245625 NCalls = 406 -VariableMetric: Iteration # 121 - FCN = 297325.9419329 Edm = 0.000586841 NCalls = 408 -VariableMetric: Iteration # 122 - FCN = 297325.9414237 Edm = 6.24441e-05 NCalls = 410 -VariableMetric: After Hessian - FCN = 297325.9414237 Edm = 195.852 NCalls = 899 -VariableMetric: Iteration # 123 - FCN = 297325.9414237 Edm = 195.852 NCalls = 899 -VariableMetric: Iteration # 124 - FCN = 297324.9025388 Edm = 16.3177 NCalls = 909 -VariableMetric: Iteration # 125 - FCN = 297320.0452226 Edm = 56.3537 NCalls = 917 -VariableMetric: Iteration # 126 - FCN = 297319.8812126 Edm = 2.16307 NCalls = 920 -VariableMetric: Iteration # 127 - FCN = 297315.9045804 Edm = 0.806646 NCalls = 922 -VariableMetric: Iteration # 128 - FCN = 297312.8212267 Edm = 1.9875 NCalls = 925 -VariableMetric: Iteration # 129 - FCN = 297310.1956104 Edm = 1.05057 NCalls = 928 -VariableMetric: Iteration # 130 - FCN = 297308.0380179 Edm = 2.2555 NCalls = 931 -VariableMetric: Iteration # 131 - FCN = 297306.251257 Edm = 1.17477 NCalls = 933 -VariableMetric: Iteration # 132 - FCN = 297305.5650997 Edm = 0.699699 NCalls = 935 -VariableMetric: Iteration # 133 - FCN = 297304.8487561 Edm = 0.307558 NCalls = 937 -VariableMetric: Iteration # 134 - FCN = 297304.1103846 Edm = 0.22467 NCalls = 940 -VariableMetric: Iteration # 135 - FCN = 297303.8366278 Edm = 0.130961 NCalls = 942 -VariableMetric: Iteration # 136 - FCN = 297303.4921834 Edm = 0.119823 NCalls = 944 -VariableMetric: Iteration # 137 - FCN = 297303.1533377 Edm = 0.0946686 NCalls = 946 -VariableMetric: Iteration # 138 - FCN = 297302.7824339 Edm = 0.0795628 NCalls = 948 -VariableMetric: Iteration # 139 - FCN = 297302.5517551 Edm = 0.156602 NCalls = 950 -VariableMetric: Iteration # 140 - FCN = 297302.1530908 Edm = 0.267698 NCalls = 954 -VariableMetric: Iteration # 141 - FCN = 297301.5197636 Edm = 0.430897 NCalls = 957 -VariableMetric: Iteration # 142 - FCN = 297300.9757312 Edm = 0.142222 NCalls = 959 -VariableMetric: Iteration # 143 - FCN = 297300.7769222 Edm = 0.0375682 NCalls = 961 -VariableMetric: Iteration # 144 - FCN = 297300.701425 Edm = 0.0695547 NCalls = 963 -VariableMetric: Iteration # 145 - FCN = 297300.5999533 Edm = 0.0403912 NCalls = 965 -VariableMetric: Iteration # 146 - FCN = 297300.5056129 Edm = 0.0395612 NCalls = 967 -VariableMetric: Iteration # 147 - FCN = 297300.3703354 Edm = 0.0262233 NCalls = 970 -VariableMetric: Iteration # 148 - FCN = 297300.3224176 Edm = 0.0330656 NCalls = 972 -VariableMetric: Iteration # 149 - FCN = 297300.1742475 Edm = 0.050454 NCalls = 975 -VariableMetric: Iteration # 150 - FCN = 297300.0469523 Edm = 0.0510685 NCalls = 977 -VariableMetric: Iteration # 151 - FCN = 297299.7115198 Edm = 0.159963 NCalls = 980 -VariableMetric: Iteration # 152 - FCN = 297299.3099858 Edm = 0.194875 NCalls = 982 -VariableMetric: Iteration # 153 - FCN = 297298.9652435 Edm = 0.118709 NCalls = 985 -VariableMetric: Iteration # 154 - FCN = 297298.6440694 Edm = 0.0912175 NCalls = 987 -VariableMetric: Iteration # 155 - FCN = 297298.5033704 Edm = 0.0383438 NCalls = 990 -VariableMetric: Iteration # 156 - FCN = 297298.3870773 Edm = 0.0735955 NCalls = 993 -VariableMetric: Iteration # 157 - FCN = 297298.2291023 Edm = 0.0459218 NCalls = 995 -VariableMetric: Iteration # 158 - FCN = 297298.0975764 Edm = 0.0556999 NCalls = 997 -VariableMetric: Iteration # 159 - FCN = 297297.8590901 Edm = 0.11109 NCalls = 999 -VariableMetric: Iteration # 160 - FCN = 297297.721146 Edm = 0.0649187 NCalls = 1002 -VariableMetric: Iteration # 161 - FCN = 297297.6234142 Edm = 0.0324494 NCalls = 1004 -VariableMetric: Iteration # 162 - FCN = 297297.5729301 Edm = 0.0106225 NCalls = 1006 -VariableMetric: Iteration # 163 - FCN = 297297.5472459 Edm = 0.012303 NCalls = 1008 -VariableMetric: Iteration # 164 - FCN = 297297.507057 Edm = 0.0111532 NCalls = 1010 -VariableMetric: Iteration # 165 - FCN = 297297.4874946 Edm = 0.00262018 NCalls = 1012 -VariableMetric: Iteration # 166 - FCN = 297297.4802591 Edm = 0.00287274 NCalls = 1014 -VariableMetric: Iteration # 167 - FCN = 297297.4721442 Edm = 0.000759511 NCalls = 1016 -VariableMetric: Iteration # 168 - FCN = 297297.4711133 Edm = 0.000232624 NCalls = 1018 -VariableMetric: Iteration # 169 - FCN = 297297.4705396 Edm = 0.000248032 NCalls = 1020 -VariableMetric: Iteration # 170 - FCN = 297297.4700085 Edm = 7.37223e-05 NCalls = 1022 -VariableMetric: After Hessian - FCN = 297297.4700085 Edm = 0.000627633 NCalls = 1509 -VariableMetric: Iteration # 171 - FCN = 297297.4700085 Edm = 0.000627633 NCalls = 1509 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310062.3468662 Edm = 22.229 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310062.3468662 Edm = 22.229 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300077.3157805 Edm = 1.87482 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300060.4743349 Edm = 2.13926 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299201.7093686 Edm = 282.807 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 298386.2025881 Edm = 19.9322 NCalls = 34 -VariableMetric: Iteration # 5 - FCN = 298379.7628946 Edm = 9.66682 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 298345.3870076 Edm = 11.4022 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298267.3143907 Edm = 62.8942 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 297899.6413528 Edm = 622.612 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 297488.5770307 Edm = 21.9875 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 297465.6664557 Edm = 10.9172 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297438.3583661 Edm = 5.38898 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297436.222969 Edm = 0.828652 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297435.3508279 Edm = 0.0342142 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297435.2789901 Edm = 0.0156175 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297430.4287521 Edm = 5.35117 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297430.3452491 Edm = 0.0677038 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297427.0201624 Edm = 3.07913 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297387.9245708 Edm = 11.8286 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297365.1249326 Edm = 0.214869 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297364.8579668 Edm = 0.0327519 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297364.7740515 Edm = 0.0883297 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297363.5702159 Edm = 1.13072 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297343.7581208 Edm = 3.38457 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297340.4538972 Edm = 0.150726 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297340.3202671 Edm = 0.0167896 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297340.3000372 Edm = 0.00990333 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297339.0289744 Edm = 1.04836 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297325.1845372 Edm = 6.03185 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297319.1446078 Edm = 0.850563 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297318.7333238 Edm = 0.467838 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297318.3055841 Edm = 0.101788 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297318.0753748 Edm = 0.0209573 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297318.0572729 Edm = 0.00394282 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297318.0484971 Edm = 0.00335788 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297317.9387736 Edm = 0.0906318 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297311.8978682 Edm = 3.36208 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297308.5921296 Edm = 0.967964 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297307.5989331 Edm = 0.0493595 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297307.5429694 Edm = 0.00157199 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297307.5384739 Edm = 0.00283692 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297307.4534167 Edm = 0.0648004 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297305.725462 Edm = 1.13978 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297300.0700356 Edm = 1.69427 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297298.4417856 Edm = 0.974768 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297297.3641732 Edm = 0.498885 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297296.692151 Edm = 0.112507 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297296.5848459 Edm = 0.00844052 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297296.5769751 Edm = 0.00123175 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297296.5755326 Edm = 0.000459382 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297296.5714024 Edm = 0.0039891 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297296.2346853 Edm = 0.25773 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297296.2265968 Edm = 0.000295068 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297296.2206881 Edm = 0.00552512 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297294.1972298 Edm = 0.270442 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297293.830464 Edm = 0.0348578 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297293.7910911 Edm = 0.00130495 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297293.7895787 Edm = 0.000103251 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297293.788233 Edm = 0.00124925 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297293.7387525 Edm = 0.0500193 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297293.7101294 Edm = 0.0284384 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297292.1349819 Edm = 0.296112 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297292.0326699 Edm = 0.16221 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297291.799078 Edm = 0.0506196 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297291.7442061 Edm = 0.0399062 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297291.6081855 Edm = 0.0329858 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297291.519447 Edm = 0.014727 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297291.5106373 Edm = 0.00727729 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297291.5055577 Edm = 0.000324128 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297291.5048884 Edm = 0.00025689 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297291.5013005 Edm = 0.00308816 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297291.4321097 Edm = 0.0634045 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297290.1229499 Edm = 1.11682 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297289.277434 Edm = 1.13141 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297288.323334 Edm = 0.140027 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297288.2381039 Edm = 0.102833 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297288.1861947 Edm = 0.0112029 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297288.1739797 Edm = 0.00120134 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297288.1728427 Edm = 6.14724e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297288.1728427 Edm = 40.8315 NCalls = 742 -VariableMetric: Iteration # 79 - FCN = 297288.1728427 Edm = 40.8315 NCalls = 742 -VariableMetric: Iteration # 80 - FCN = 297285.7524407 Edm = 3.4625 NCalls = 747 -VariableMetric: Iteration # 81 - FCN = 297285.3704398 Edm = 1.16969 NCalls = 749 -VariableMetric: Iteration # 82 - FCN = 297284.7420464 Edm = 0.0696634 NCalls = 751 -VariableMetric: Iteration # 83 - FCN = 297284.356437 Edm = 0.0653019 NCalls = 754 -VariableMetric: Iteration # 84 - FCN = 297284.1666429 Edm = 0.0679284 NCalls = 756 -VariableMetric: Iteration # 85 - FCN = 297283.9834058 Edm = 0.0449001 NCalls = 758 -VariableMetric: Iteration # 86 - FCN = 297283.8805571 Edm = 0.0460621 NCalls = 760 -VariableMetric: Iteration # 87 - FCN = 297283.8049228 Edm = 0.0213646 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297283.7800001 Edm = 0.00393459 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297283.7676784 Edm = 0.00257654 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297283.7599706 Edm = 0.00350228 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297283.7511369 Edm = 0.00384744 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297283.7398761 Edm = 0.00321202 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297283.7345897 Edm = 0.00240523 NCalls = 775 -VariableMetric: Iteration # 94 - FCN = 297283.726025 Edm = 0.0028366 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297283.7213383 Edm = 0.00201752 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297283.7137211 Edm = 0.00277001 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297283.7083596 Edm = 0.00200198 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297283.700975 Edm = 0.00304906 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297283.6952266 Edm = 0.00166066 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297283.6907122 Edm = 0.00392477 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297283.6853516 Edm = 0.0022913 NCalls = 796 -VariableMetric: Iteration # 102 - FCN = 297283.6815208 Edm = 0.00105822 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297283.6793111 Edm = 0.000520558 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297283.6786119 Edm = 0.000126638 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297283.6783581 Edm = 8.38108e-05 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297283.6781705 Edm = 4.14881e-05 NCalls = 807 -VariableMetric: After Hessian - FCN = 297283.6781705 Edm = 0.000463324 NCalls = 1294 -VariableMetric: Iteration # 107 - FCN = 297283.6781705 Edm = 0.000463324 NCalls = 1294 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319153.3307364 Edm = 886.704 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319153.3307364 Edm = 886.704 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299529.8632628 Edm = 1.68275 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298579.085609 Edm = 14.2574 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298531.8070948 Edm = 238.925 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298508.0619454 Edm = 0.863194 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298492.4413231 Edm = 21.5367 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298049.810577 Edm = 19.2674 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298031.5527354 Edm = 0.369653 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298031.1875006 Edm = 0.107956 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298027.1545579 Edm = 4.40119 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297894.9269161 Edm = 5.28419 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297764.159971 Edm = 9.89704 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297755.2064613 Edm = 2.3072 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297751.4990231 Edm = 0.323941 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297750.8965315 Edm = 0.125582 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297749.1934018 Edm = 1.11703 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297720.2748981 Edm = 24.8722 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297650.4604665 Edm = 31.0208 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297638.7394546 Edm = 2.48181 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297635.7706428 Edm = 0.202039 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297635.4157323 Edm = 0.0176917 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297635.2746324 Edm = 0.10981 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297618.1820831 Edm = 9.34669 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297540.9147428 Edm = 19.4757 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297532.9890368 Edm = 18.1401 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297520.6802961 Edm = 0.253928 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297520.1314881 Edm = 0.157482 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297519.728763 Edm = 0.0554723 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297519.6487789 Edm = 0.00621581 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297519.6141608 Edm = 0.0239827 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297517.0807131 Edm = 1.98947 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297491.2718685 Edm = 10.1673 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297480.3712899 Edm = 1.36237 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297478.0806033 Edm = 1.13517 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297477.0860791 Edm = 0.33825 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297476.3445043 Edm = 0.17831 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297476.1762484 Edm = 0.191439 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297475.9415677 Edm = 0.0578399 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297475.8321565 Edm = 0.0253986 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297475.8103777 Edm = 0.0115307 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297475.7987312 Edm = 0.00282397 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297475.7881014 Edm = 0.00580061 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297475.4815084 Edm = 0.35521 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297473.9653986 Edm = 1.87884 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297473.92306 Edm = 0.0404381 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297471.65246 Edm = 1.01419 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297471.6460343 Edm = 0.0248304 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297470.2397678 Edm = 1.18354 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297463.7021387 Edm = 1.22857 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297462.4878869 Edm = 0.109529 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297462.3522439 Edm = 0.062138 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297462.2970321 Edm = 0.0115965 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297462.280338 Edm = 0.00585396 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297461.8749647 Edm = 0.405806 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297447.0561275 Edm = 3.18351 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297442.2606436 Edm = 0.673739 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297441.5174088 Edm = 0.181071 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297441.2882034 Edm = 0.0354449 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297441.2499891 Edm = 0.00297225 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297441.244656 Edm = 0.00121823 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297441.2385692 Edm = 0.00411251 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297441.14484 Edm = 0.0898902 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297436.5632479 Edm = 2.89489 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297432.5538713 Edm = 3.34145 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297428.9172563 Edm = 1.86885 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297426.4331812 Edm = 1.81796 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297422.2757866 Edm = 5.52666 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297405.4107771 Edm = 7.65817 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297404.7506589 Edm = 4.51046 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297404.1479051 Edm = 2.50153 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297401.9266879 Edm = 2.25374 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297400.8647043 Edm = 0.182377 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297400.5547544 Edm = 0.0742623 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297400.4387559 Edm = 0.030562 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297400.4128858 Edm = 0.00916209 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297400.3995537 Edm = 0.00257834 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297400.3857983 Edm = 0.0081058 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297399.9083338 Edm = 0.361553 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297395.4796791 Edm = 4.87577 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297391.0574997 Edm = 1.85496 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297387.810498 Edm = 0.862212 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297387.344096 Edm = 0.27697 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297387.0074097 Edm = 0.074658 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297386.9301133 Edm = 0.0149849 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297386.9145569 Edm = 0.00137996 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297386.9129354 Edm = 0.000311155 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297386.9123676 Edm = 0.000198419 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297386.9109706 Edm = 0.0010242 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297386.8779372 Edm = 0.0338974 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297386.6217434 Edm = 0.207767 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297385.6738708 Edm = 0.0748407 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297385.5828847 Edm = 0.00283418 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297385.5800015 Edm = 7.16274e-05 NCalls = 292 -VariableMetric: After Hessian - FCN = 297385.5800015 Edm = 13051.9 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297385.5800015 Edm = 13051.9 NCalls = 775 -VariableMetric: Iteration # 94 - FCN = 297382.4483073 Edm = 1504.6 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297382.0260998 Edm = 0.978895 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297380.228062 Edm = 0.435727 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297379.0671892 Edm = 0.374991 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297376.977555 Edm = 0.801397 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297376.4503122 Edm = 0.504475 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297375.8071078 Edm = 0.440039 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297375.3195192 Edm = 0.102246 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297375.091516 Edm = 0.0295526 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297375.034633 Edm = 0.0204753 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297375.0025128 Edm = 0.0136051 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297374.9604393 Edm = 0.00579338 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297374.9151253 Edm = 0.018483 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297374.8804421 Edm = 0.00356309 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297374.8585767 Edm = 0.0019006 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297374.8527634 Edm = 0.00352497 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297374.8237502 Edm = 0.00873095 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297374.7961729 Edm = 0.020234 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297374.6582966 Edm = 0.0999812 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297374.64471 Edm = 0.0219296 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297374.5955673 Edm = 0.025179 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297374.5447041 Edm = 0.0183187 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297374.5011193 Edm = 0.018373 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297374.4851767 Edm = 0.00432708 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297374.4796984 Edm = 0.00228028 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297374.4570894 Edm = 0.00511912 NCalls = 849 -VariableMetric: Iteration # 120 - FCN = 297374.4466794 Edm = 0.00482401 NCalls = 851 -VariableMetric: Iteration # 121 - FCN = 297374.4145804 Edm = 0.00984648 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297374.4036845 Edm = 0.00119096 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297374.4007449 Edm = 0.00155955 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297374.3928963 Edm = 0.00259399 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297374.386998 Edm = 0.0025023 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297374.3751877 Edm = 0.00536676 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297374.3610484 Edm = 0.00251364 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297374.3540648 Edm = 0.00516001 NCalls = 868 -VariableMetric: Iteration # 129 - FCN = 297374.3363199 Edm = 0.00214105 NCalls = 871 -VariableMetric: Iteration # 130 - FCN = 297374.333327 Edm = 0.000817696 NCalls = 873 -VariableMetric: Iteration # 131 - FCN = 297374.3268441 Edm = 0.00222108 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297374.3234197 Edm = 0.000228601 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297374.3225595 Edm = 0.000528615 NCalls = 880 -VariableMetric: Iteration # 134 - FCN = 297374.3208377 Edm = 0.000158581 NCalls = 882 -VariableMetric: Iteration # 135 - FCN = 297374.3204339 Edm = 0.000194708 NCalls = 884 -VariableMetric: Iteration # 136 - FCN = 297374.3192676 Edm = 6.27269e-05 NCalls = 887 -VariableMetric: After Hessian - FCN = 297374.3192676 Edm = 0.000373012 NCalls = 1384 -VariableMetric: Iteration # 137 - FCN = 297374.3192676 Edm = 0.000373012 NCalls = 1384 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313344.2056832 Edm = 21.8687 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313344.2056832 Edm = 21.8687 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307769.6750213 Edm = 31.8533 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307699.955022 Edm = 185.671 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303040.2365076 Edm = 68.0984 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 302535.9622682 Edm = 286.409 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 302241.8505981 Edm = 817.293 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298945.4361933 Edm = 426.542 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298880.1771912 Edm = 433.896 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298010.7023355 Edm = 30.7178 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 297994.8166359 Edm = 18.4976 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297972.5715295 Edm = 1.50721 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297970.439046 Edm = 0.9809 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297822.8668925 Edm = 68.297 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297664.2563775 Edm = 0.069749 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297664.1366769 Edm = 0.0682011 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297663.9829309 Edm = 0.229751 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297655.3607586 Edm = 4.04494 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297651.1961163 Edm = 0.303163 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297650.8911133 Edm = 0.0677535 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297649.2198285 Edm = 1.75636 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297599.8307752 Edm = 35.8502 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297439.9099546 Edm = 8.78671 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297414.6859747 Edm = 4.79644 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297402.0321786 Edm = 1.761 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297398.7207486 Edm = 1.0981 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297383.6420084 Edm = 7.61972 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297377.4043853 Edm = 3.18597 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297373.8678941 Edm = 1.05485 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297370.320702 Edm = 4.7491 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297363.4630357 Edm = 5.59319 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297357.2682733 Edm = 5.32815 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297349.2095066 Edm = 4.58677 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297346.832391 Edm = 4.46274 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297334.7959377 Edm = 4.42038 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297319.0886517 Edm = 20.7264 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297312.2257699 Edm = 22.2813 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297293.9769965 Edm = 24.3568 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297289.85871 Edm = 4.29327 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297257.3053535 Edm = 16.016 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297227.2013449 Edm = 141.338 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297220.5340368 Edm = 5.69533 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297215.050823 Edm = 0.602101 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297214.6588677 Edm = 0.248617 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297214.4299739 Edm = 0.0228313 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297214.3693357 Edm = 0.0491089 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297213.6054477 Edm = 0.729058 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297196.2990396 Edm = 0.600649 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297195.6342787 Edm = 0.00735326 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297195.6203826 Edm = 0.00332927 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297195.4733659 Edm = 0.128192 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297188.007623 Edm = 1.14725 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297186.6306625 Edm = 0.163 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297186.2925188 Edm = 0.0611272 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297186.2276832 Edm = 0.000854811 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297186.2263497 Edm = 0.000532948 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297186.2166067 Edm = 0.0101559 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297186.0306391 Edm = 0.157796 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297183.1820478 Edm = 0.275013 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297182.7826702 Edm = 0.0122737 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297182.770121 Edm = 0.000155273 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297182.7697974 Edm = 0.000140015 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297182.7663035 Edm = 0.0032277 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297182.5689168 Edm = 0.156139 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297181.4666326 Edm = 0.0954327 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297181.3560721 Edm = 0.00686466 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297181.3497176 Edm = 0.000165264 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297181.3489302 Edm = 0.000618495 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297180.9600651 Edm = 0.556404 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297180.9577325 Edm = 0.001401 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297180.6867169 Edm = 0.398219 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297180.683198 Edm = 0.00305046 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297180.3784792 Edm = 0.381175 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297180.3676085 Edm = 0.0105865 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297179.1730861 Edm = 0.198976 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297178.356663 Edm = 2.61794 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297177.5977537 Edm = 0.0803896 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297177.5339879 Edm = 0.00199002 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297177.5320747 Edm = 0.000301292 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297177.5315236 Edm = 0.00046396 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297177.5280146 Edm = 0.00362227 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297177.2538859 Edm = 0.0408814 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297176.9102223 Edm = 0.000496519 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297176.9094917 Edm = 0.000230492 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297176.8955605 Edm = 0.014482 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297176.601342 Edm = 0.0185517 NCalls = 297 -VariableMetric: Iteration # 85 - FCN = 297171.9978246 Edm = 1.99995 NCalls = 299 -VariableMetric: Iteration # 86 - FCN = 297160.5714251 Edm = 5.541 NCalls = 301 -VariableMetric: Iteration # 87 - FCN = 297158.6388407 Edm = 0.500879 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297158.1648041 Edm = 0.303116 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297157.8689351 Edm = 0.231144 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297157.6226419 Edm = 0.113745 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297157.502098 Edm = 0.0200934 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297157.4729847 Edm = 0.00805432 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297157.4671582 Edm = 0.000809303 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297157.4655005 Edm = 0.000798317 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297157.4362169 Edm = 0.0233728 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297156.8892962 Edm = 0.531486 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297154.2646166 Edm = 2.33225 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297150.8137481 Edm = 2.43066 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297147.9479906 Edm = 0.417766 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297147.1664923 Edm = 0.175401 NCalls = 340 -VariableMetric: Iteration # 101 - FCN = 297146.9871478 Edm = 0.0478089 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297146.9473753 Edm = 0.00206679 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297146.9445792 Edm = 0.000459289 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297146.9430856 Edm = 0.000904345 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297146.9283542 Edm = 0.0124425 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297146.6939799 Edm = 0.195705 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297144.0199797 Edm = 0.995545 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297142.2040736 Edm = 0.291129 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297141.8763102 Edm = 0.0168872 NCalls = 362 -VariableMetric: Iteration # 110 - FCN = 297141.8578642 Edm = 0.000564646 NCalls = 364 -VariableMetric: Iteration # 111 - FCN = 297141.857187 Edm = 0.000130659 NCalls = 366 -VariableMetric: Iteration # 112 - FCN = 297141.8565972 Edm = 0.000493256 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297141.845034 Edm = 0.011527 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297141.7660169 Edm = 0.0661606 NCalls = 381 -VariableMetric: Iteration # 115 - FCN = 297140.4078398 Edm = 0.461859 NCalls = 385 -VariableMetric: Iteration # 116 - FCN = 297139.6158755 Edm = 0.108621 NCalls = 388 -VariableMetric: Iteration # 117 - FCN = 297139.5128223 Edm = 0.0134504 NCalls = 389 -VariableMetric: Iteration # 118 - FCN = 297139.4972935 Edm = 0.00308842 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297139.4937327 Edm = 0.000218559 NCalls = 393 -VariableMetric: Iteration # 120 - FCN = 297139.4934277 Edm = 4.36587e-05 NCalls = 395 -VariableMetric: After Hessian - FCN = 297139.4934277 Edm = 93.902 NCalls = 872 -VariableMetric: Iteration # 121 - FCN = 297139.4934277 Edm = 93.902 NCalls = 872 -VariableMetric: Iteration # 122 - FCN = 297137.6426447 Edm = 99.8261 NCalls = 876 -VariableMetric: Iteration # 123 - FCN = 297137.5174933 Edm = 8.33001 NCalls = 880 -VariableMetric: Iteration # 124 - FCN = 297136.7623239 Edm = 0.279015 NCalls = 885 -VariableMetric: Iteration # 125 - FCN = 297136.5066202 Edm = 0.217319 NCalls = 887 -VariableMetric: Iteration # 126 - FCN = 297136.3691612 Edm = 0.0376813 NCalls = 889 -VariableMetric: Iteration # 127 - FCN = 297136.2747071 Edm = 0.0279129 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297136.218021 Edm = 0.0335747 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297136.1485997 Edm = 0.120663 NCalls = 898 -VariableMetric: Iteration # 130 - FCN = 297136.0907019 Edm = 0.114458 NCalls = 901 -VariableMetric: Iteration # 131 - FCN = 297135.9648542 Edm = 0.183828 NCalls = 905 -VariableMetric: Iteration # 132 - FCN = 297135.7439536 Edm = 0.0678076 NCalls = 909 -VariableMetric: Iteration # 133 - FCN = 297135.6426774 Edm = 0.0457844 NCalls = 911 -VariableMetric: Iteration # 134 - FCN = 297135.6218204 Edm = 0.0163942 NCalls = 913 -VariableMetric: Iteration # 135 - FCN = 297135.6070941 Edm = 0.010589 NCalls = 915 -VariableMetric: Iteration # 136 - FCN = 297135.5954932 Edm = 0.00348478 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297135.5828521 Edm = 0.00637727 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297135.5582282 Edm = 0.0299929 NCalls = 928 -VariableMetric: Iteration # 139 - FCN = 297135.5499478 Edm = 0.0281734 NCalls = 931 -VariableMetric: Iteration # 140 - FCN = 297135.4798213 Edm = 0.0778937 NCalls = 934 -VariableMetric: Iteration # 141 - FCN = 297135.4622375 Edm = 0.0199487 NCalls = 937 -VariableMetric: Iteration # 142 - FCN = 297135.373451 Edm = 0.104751 NCalls = 941 -VariableMetric: Iteration # 143 - FCN = 297135.1257086 Edm = 0.130561 NCalls = 946 -VariableMetric: Iteration # 144 - FCN = 297134.9876028 Edm = 0.246837 NCalls = 948 -VariableMetric: Iteration # 145 - FCN = 297134.8401079 Edm = 0.0597167 NCalls = 950 -VariableMetric: Iteration # 146 - FCN = 297134.6622643 Edm = 0.14944 NCalls = 952 -VariableMetric: Iteration # 147 - FCN = 297134.3597286 Edm = 0.1859 NCalls = 956 -VariableMetric: Iteration # 148 - FCN = 297134.2199623 Edm = 0.0953447 NCalls = 958 -VariableMetric: Iteration # 149 - FCN = 297134.1069488 Edm = 0.143892 NCalls = 961 -VariableMetric: Iteration # 150 - FCN = 297133.8769673 Edm = 0.0907226 NCalls = 964 -VariableMetric: Iteration # 151 - FCN = 297133.7506174 Edm = 0.059297 NCalls = 966 -VariableMetric: Iteration # 152 - FCN = 297133.7226115 Edm = 0.0552991 NCalls = 968 -VariableMetric: Iteration # 153 - FCN = 297133.6200097 Edm = 0.069495 NCalls = 972 -VariableMetric: Iteration # 154 - FCN = 297133.5097771 Edm = 0.0977025 NCalls = 976 -VariableMetric: Iteration # 155 - FCN = 297133.3954918 Edm = 0.0929035 NCalls = 979 -VariableMetric: Iteration # 156 - FCN = 297133.2867195 Edm = 0.149116 NCalls = 981 -VariableMetric: Iteration # 157 - FCN = 297133.1858349 Edm = 0.160339 NCalls = 984 -VariableMetric: Iteration # 158 - FCN = 297132.9769448 Edm = 0.112888 NCalls = 986 -VariableMetric: Iteration # 159 - FCN = 297132.7823185 Edm = 0.126297 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297132.6800046 Edm = 0.107457 NCalls = 991 -VariableMetric: Iteration # 161 - FCN = 297132.5913083 Edm = 0.271731 NCalls = 994 -VariableMetric: Iteration # 162 - FCN = 297132.4816621 Edm = 0.0982985 NCalls = 996 -VariableMetric: Iteration # 163 - FCN = 297132.3420604 Edm = 0.137638 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297132.1772782 Edm = 0.0807547 NCalls = 1003 -VariableMetric: Iteration # 165 - FCN = 297132.0322986 Edm = 0.144343 NCalls = 1006 -VariableMetric: Iteration # 166 - FCN = 297131.8611506 Edm = 0.135569 NCalls = 1008 -VariableMetric: Iteration # 167 - FCN = 297131.6012409 Edm = 0.117573 NCalls = 1012 -VariableMetric: Iteration # 168 - FCN = 297131.4466346 Edm = 0.0712004 NCalls = 1014 -VariableMetric: Iteration # 169 - FCN = 297131.3732108 Edm = 0.0675691 NCalls = 1017 -VariableMetric: Iteration # 170 - FCN = 297131.2779681 Edm = 0.0562795 NCalls = 1019 -VariableMetric: Iteration # 171 - FCN = 297131.16266 Edm = 0.11541 NCalls = 1022 -VariableMetric: Iteration # 172 - FCN = 297131.1231163 Edm = 0.0646069 NCalls = 1023 -VariableMetric: Iteration # 173 - FCN = 297131.0789307 Edm = 0.0283891 NCalls = 1025 -VariableMetric: Iteration # 174 - FCN = 297131.0363451 Edm = 0.034956 NCalls = 1028 -VariableMetric: Iteration # 175 - FCN = 297130.9900867 Edm = 0.0139804 NCalls = 1030 -VariableMetric: Iteration # 176 - FCN = 297130.9697144 Edm = 0.00886211 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297130.9615079 Edm = 0.00709795 NCalls = 1034 -VariableMetric: Iteration # 178 - FCN = 297130.9575539 Edm = 0.00263022 NCalls = 1036 -VariableMetric: Iteration # 179 - FCN = 297130.9550932 Edm = 0.00166677 NCalls = 1038 -VariableMetric: Iteration # 180 - FCN = 297130.9492512 Edm = 0.00427603 NCalls = 1041 -VariableMetric: Iteration # 181 - FCN = 297130.9300252 Edm = 0.0132176 NCalls = 1044 -VariableMetric: Iteration # 182 - FCN = 297130.8966548 Edm = 0.0189129 NCalls = 1046 -VariableMetric: Iteration # 183 - FCN = 297130.8297994 Edm = 0.0433694 NCalls = 1049 -VariableMetric: Iteration # 184 - FCN = 297130.7926114 Edm = 0.0147131 NCalls = 1051 -VariableMetric: Iteration # 185 - FCN = 297130.7542023 Edm = 0.0121457 NCalls = 1053 -VariableMetric: Iteration # 186 - FCN = 297130.7469307 Edm = 0.00782678 NCalls = 1055 -VariableMetric: Iteration # 187 - FCN = 297130.7357827 Edm = 0.00395188 NCalls = 1057 -VariableMetric: Iteration # 188 - FCN = 297130.7222835 Edm = 0.00622799 NCalls = 1059 -VariableMetric: Iteration # 189 - FCN = 297130.7078712 Edm = 0.00413136 NCalls = 1061 -VariableMetric: Iteration # 190 - FCN = 297130.6915406 Edm = 0.00721732 NCalls = 1064 -VariableMetric: Iteration # 191 - FCN = 297130.6816105 Edm = 0.0128877 NCalls = 1066 -VariableMetric: Iteration # 192 - FCN = 297130.670296 Edm = 0.00635265 NCalls = 1069 -VariableMetric: Iteration # 193 - FCN = 297130.6528933 Edm = 0.00701845 NCalls = 1073 -VariableMetric: Iteration # 194 - FCN = 297130.6464613 Edm = 0.00234588 NCalls = 1076 -VariableMetric: Iteration # 195 - FCN = 297130.6432529 Edm = 0.00111402 NCalls = 1078 -VariableMetric: Iteration # 196 - FCN = 297130.6414415 Edm = 0.000505572 NCalls = 1080 -VariableMetric: Iteration # 197 - FCN = 297130.6407008 Edm = 0.000230971 NCalls = 1082 -VariableMetric: Iteration # 198 - FCN = 297130.6403241 Edm = 0.000193956 NCalls = 1084 -VariableMetric: Iteration # 199 - FCN = 297130.6400684 Edm = 0.000134622 NCalls = 1086 -VariableMetric: Iteration # 200 - FCN = 297130.6395395 Edm = 0.000305357 NCalls = 1088 -VariableMetric: Iteration # 201 - FCN = 297130.6380519 Edm = 0.000401062 NCalls = 1090 -VariableMetric: Iteration # 202 - FCN = 297130.6374345 Edm = 0.000151256 NCalls = 1092 -VariableMetric: Iteration # 203 - FCN = 297130.6372489 Edm = 4.62e-05 NCalls = 1094 -VariableMetric: After Hessian - FCN = 297130.6372489 Edm = 0.00333835 NCalls = 1577 -VariableMetric: Iteration # 204 - FCN = 297130.6372489 Edm = 0.00333835 NCalls = 1577 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 366159.0485665 Edm = 982.344 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 366159.0485665 Edm = 982.344 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305385.7175707 Edm = 25.8859 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305313.0532317 Edm = 70.2417 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 304542.3368548 Edm = 37.6257 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 304500.3258711 Edm = 13.4387 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 304335.0736215 Edm = 494.477 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 304266.8329326 Edm = 62.5768 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 300608.9027666 Edm = 249.872 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299755.9661396 Edm = 555.563 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298857.4540849 Edm = 214.534 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298642.6865263 Edm = 128.846 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298403.6944927 Edm = 121.267 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 298235.4322664 Edm = 32.2745 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298221.2707699 Edm = 1.09476 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 298220.2021959 Edm = 0.300648 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 298162.8429227 Edm = 34.9198 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 298108.6424165 Edm = 5.1439 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 298104.5348678 Edm = 0.04988 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 298104.3656124 Edm = 0.121967 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 298097.2940377 Edm = 5.985 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 298052.1164152 Edm = 13.5745 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 298040.5200458 Edm = 5.75692 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 298024.6392608 Edm = 17.4198 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 298023.5298245 Edm = 4.40889 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 298011.6760665 Edm = 13.0364 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297990.2218602 Edm = 2.22942 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297985.772856 Edm = 0.868368 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297984.9822664 Edm = 0.181148 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297984.8124975 Edm = 0.0862501 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297984.1669758 Edm = 0.872488 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297967.9018337 Edm = 10.7324 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297937.4490579 Edm = 12.3232 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297929.5869611 Edm = 2.89853 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297923.6316472 Edm = 1.13183 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297921.4083055 Edm = 0.657731 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297904.5805123 Edm = 6.12547 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297896.337999 Edm = 1.61549e+06 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297884.4873808 Edm = 729205 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297762.8578882 Edm = 525204 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297759.502974 Edm = 209217 NCalls = 161 -VariableMetric: Iteration # 40 - FCN = 297730.0955126 Edm = 14756.6 NCalls = 166 -VariableMetric: Iteration # 41 - FCN = 297719.4042778 Edm = 7299.59 NCalls = 171 -VariableMetric: Iteration # 42 - FCN = 297713.1953552 Edm = 2976.77 NCalls = 175 -VariableMetric: Iteration # 43 - FCN = 297704.9830444 Edm = 1663.43 NCalls = 179 -VariableMetric: Iteration # 44 - FCN = 297691.1581872 Edm = 1920.24 NCalls = 182 -VariableMetric: Iteration # 45 - FCN = 297677.9618816 Edm = 8076.53 NCalls = 185 -VariableMetric: Iteration # 46 - FCN = 297674.1469239 Edm = 366.641 NCalls = 188 -VariableMetric: Iteration # 47 - FCN = 297670.2430966 Edm = 555.389 NCalls = 191 -VariableMetric: Iteration # 48 - FCN = 297666.6893464 Edm = 715.803 NCalls = 194 -VariableMetric: Iteration # 49 - FCN = 297658.1638011 Edm = 2322.35 NCalls = 197 -VariableMetric: Iteration # 50 - FCN = 297653.2097572 Edm = 200.91 NCalls = 200 -VariableMetric: Iteration # 51 - FCN = 297649.3305401 Edm = 182.076 NCalls = 203 -VariableMetric: Iteration # 52 - FCN = 297643.0490641 Edm = 149.167 NCalls = 206 -VariableMetric: Iteration # 53 - FCN = 297638.6721575 Edm = 245.246 NCalls = 208 -VariableMetric: Iteration # 54 - FCN = 297612.2020898 Edm = 201.223 NCalls = 210 -VariableMetric: Iteration # 55 - FCN = 297606.611505 Edm = 42.6007 NCalls = 212 -VariableMetric: Iteration # 56 - FCN = 297600.8931276 Edm = 21.034 NCalls = 214 -VariableMetric: Iteration # 57 - FCN = 297597.7013279 Edm = 200.631 NCalls = 216 -VariableMetric: Iteration # 58 - FCN = 297589.5687952 Edm = 19.0483 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297585.0243446 Edm = 15.145 NCalls = 220 -VariableMetric: Iteration # 60 - FCN = 297584.0397782 Edm = 3.55759 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297579.9980942 Edm = 16.968 NCalls = 224 -VariableMetric: Iteration # 62 - FCN = 297578.5767239 Edm = 7.72885 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297577.4066436 Edm = 5.39142 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297573.9182348 Edm = 7.23372 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297570.6347007 Edm = 2.78882 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297569.6178274 Edm = 1.62971 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297568.9260201 Edm = 0.686181 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297568.5001553 Edm = 0.129814 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297568.394093 Edm = 0.0898861 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297568.3257041 Edm = 0.0230943 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297568.2938361 Edm = 0.00723467 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297568.2865365 Edm = 0.003452 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297568.2832157 Edm = 0.00101909 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297568.2814825 Edm = 0.000425157 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297568.2806466 Edm = 0.000242752 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297568.2802039 Edm = 0.000177968 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297568.2795158 Edm = 0.000404739 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297568.2783729 Edm = 0.000391842 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297568.2755233 Edm = 0.00195093 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297568.2680128 Edm = 0.00421382 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297568.263187 Edm = 0.00367498 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297568.2595973 Edm = 0.00370695 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297568.2571696 Edm = 0.000441936 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297568.2564749 Edm = 0.000103572 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297568.2563156 Edm = 3.75139e-05 NCalls = 276 -VariableMetric: After Hessian - FCN = 297568.2563156 Edm = 0.000166482 NCalls = 749 -VariableMetric: Iteration # 86 - FCN = 297568.2563156 Edm = 0.000166482 NCalls = 749 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322425.8453975 Edm = 606.943 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322425.8453975 Edm = 606.943 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299546.4764376 Edm = 7.41311 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298446.1965921 Edm = 315.507 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298398.0680061 Edm = 9.19932 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298392.9890788 Edm = 0.922963 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298326.5897909 Edm = 55.1143 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297654.4207817 Edm = 70.479 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297527.4408931 Edm = 4.33818 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297525.2846036 Edm = 0.200228 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297524.8689698 Edm = 0.358316 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297487.4042605 Edm = 2.92906 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297484.0859979 Edm = 0.0313447 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297483.9777529 Edm = 0.0835378 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297456.6013553 Edm = 11.1723 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297396.5060462 Edm = 7.35242 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297388.308795 Edm = 0.0965753 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297388.1730141 Edm = 0.029498 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297385.6400385 Edm = 2.33045 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297347.3438364 Edm = 12.0493 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297327.2484861 Edm = 0.295844 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297326.9339071 Edm = 0.00789982 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297326.9079396 Edm = 0.0199721 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297325.9408118 Edm = 1.40354 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297324.9674305 Edm = 0.909498 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297257.1016551 Edm = 2.64835 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297253.8729735 Edm = 0.672048 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297253.3343887 Edm = 0.0777913 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297253.2411393 Edm = 0.00547226 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297253.2135722 Edm = 0.0186963 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297252.7477832 Edm = 0.394414 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297233.830475 Edm = 2.18005 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297231.6313482 Edm = 0.131633 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297231.5031343 Edm = 0.0340569 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297231.4650744 Edm = 0.0169437 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297231.4426556 Edm = 0.00507625 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297231.4262938 Edm = 0.00712266 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297231.1813181 Edm = 0.233887 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297198.5972661 Edm = 3.90711 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297195.2309507 Edm = 0.701735 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297194.5562932 Edm = 0.123718 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297194.4075221 Edm = 0.0164789 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297194.3838467 Edm = 0.00371814 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297194.3789999 Edm = 0.00324234 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297194.3494381 Edm = 0.0319783 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297193.1584617 Edm = 1.40896 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297193.1522998 Edm = 0.00308759 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297193.0711691 Edm = 0.106828 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297192.4073355 Edm = 0.575788 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297175.3026774 Edm = 11.3189 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297166.1969966 Edm = 1.05168 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297165.1984622 Edm = 0.466297 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297164.9815668 Edm = 0.224011 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297164.706545 Edm = 0.0891694 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297164.5753439 Edm = 0.00903868 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297164.5617348 Edm = 0.00316737 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297164.5554378 Edm = 0.00214226 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297164.5382171 Edm = 0.0149729 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297163.001135 Edm = 1.24296 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297162.9677822 Edm = 0.0383139 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297162.6284364 Edm = 0.355164 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297160.7468755 Edm = 1.9744 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297160.7012472 Edm = 0.0559328 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297160.4639014 Edm = 0.321083 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297159.2947953 Edm = 1.28427 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297159.2113565 Edm = 0.0696848 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297157.382466 Edm = 1.71646 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297150.6295976 Edm = 2.75396 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297148.5578557 Edm = 0.312883 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297148.4175344 Edm = 0.0391093 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297148.3656961 Edm = 0.0102395 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297148.35422 Edm = 0.00126198 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297148.3524104 Edm = 0.000370073 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297148.3504934 Edm = 0.00106352 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297148.3234885 Edm = 0.0236118 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297146.9992954 Edm = 1.15281 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297142.7978608 Edm = 0.808186 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297142.2209031 Edm = 0.0203062 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297142.2033415 Edm = 0.00102306 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297142.2019517 Edm = 0.000434332 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297142.201082 Edm = 0.000486435 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297142.1960337 Edm = 0.00417653 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297142.1408626 Edm = 0.0480807 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297141.5757815 Edm = 0.438978 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297139.5063097 Edm = 0.121283 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297139.3966529 Edm = 0.00164762 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297139.3951884 Edm = 5.5014e-05 NCalls = 268 -VariableMetric: After Hessian - FCN = 297139.3951884 Edm = 1.71426 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297139.3951884 Edm = 1.71426 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297136.5192859 Edm = 0.378031 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297136.4324174 Edm = 0.108357 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297136.3565485 Edm = 0.0176936 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297136.3408593 Edm = 0.00353228 NCalls = 753 -VariableMetric: Iteration # 91 - FCN = 297136.3361472 Edm = 0.000965933 NCalls = 756 -VariableMetric: Iteration # 92 - FCN = 297136.333418 Edm = 0.00393408 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297135.8479543 Edm = 0.605244 NCalls = 766 -VariableMetric: Iteration # 94 - FCN = 297135.8457655 Edm = 0.40427 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297135.8437911 Edm = 0.0173223 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297135.8294911 Edm = 0.0163406 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297135.8293109 Edm = 0.00206433 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297135.8096712 Edm = 0.0200018 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297135.7965243 Edm = 0.0174333 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297135.7915322 Edm = 0.00424255 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297135.7805524 Edm = 0.00790397 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297135.7398696 Edm = 0.0111474 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297135.7227847 Edm = 0.000420757 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297135.7222066 Edm = 0.000120312 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297135.7217714 Edm = 0.00012218 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297135.7216396 Edm = 1.3562e-05 NCalls = 814 -VariableMetric: After Hessian - FCN = 297135.7216396 Edm = 11.6412 NCalls = 1287 -VariableMetric: Iteration # 107 - FCN = 297135.7216396 Edm = 11.6412 NCalls = 1287 -VariableMetric: Iteration # 108 - FCN = 297133.7889376 Edm = 0.99279 NCalls = 1290 -VariableMetric: Iteration # 109 - FCN = 297132.7169443 Edm = 0.149275 NCalls = 1292 -VariableMetric: Iteration # 110 - FCN = 297132.6018882 Edm = 0.0476891 NCalls = 1294 -VariableMetric: Iteration # 111 - FCN = 297132.540896 Edm = 0.017876 NCalls = 1296 -VariableMetric: Iteration # 112 - FCN = 297132.5161398 Edm = 0.0185201 NCalls = 1298 -VariableMetric: Iteration # 113 - FCN = 297132.4965657 Edm = 0.00622837 NCalls = 1300 -VariableMetric: Iteration # 114 - FCN = 297132.4871028 Edm = 0.00103198 NCalls = 1302 -VariableMetric: Iteration # 115 - FCN = 297132.4856423 Edm = 0.000136787 NCalls = 1304 -VariableMetric: Iteration # 116 - FCN = 297132.4854375 Edm = 1.87741e-05 NCalls = 1306 -VariableMetric: After Hessian - FCN = 297132.4854375 Edm = 2.35689e-05 NCalls = 1787 -VariableMetric: Iteration # 117 - FCN = 297132.4854375 Edm = 2.35689e-05 NCalls = 1787 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312211.9801758 Edm = 161.284 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312211.9801758 Edm = 161.284 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302226.6303884 Edm = 12.3667 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302155.1761687 Edm = 30.7774 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301214.8465845 Edm = 8.11428 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 301122.0958259 Edm = 11.5029 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 300964.2237779 Edm = 308.526 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 299595.6110891 Edm = 10570.1 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 299564.4639695 Edm = 33.4481 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 299395.5417705 Edm = 126.239 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 299355.4918498 Edm = 67.366 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 299062.1664963 Edm = 296.386 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 299052.0232158 Edm = 14.5475 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298941.4443977 Edm = 133.502 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298699.0964484 Edm = 5.82364 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 298569.929118 Edm = 38.0187 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 298470.8235562 Edm = 86.5777 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 298374.5930882 Edm = 78.6723 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 298240.9181719 Edm = 13.0017 NCalls = 81 -VariableMetric: Iteration # 18 - FCN = 298208.830422 Edm = 55.5806 NCalls = 84 -VariableMetric: Iteration # 19 - FCN = 297973.9640838 Edm = 15.2915 NCalls = 91 -VariableMetric: Iteration # 20 - FCN = 297858.3384347 Edm = 20.2488 NCalls = 97 -VariableMetric: Iteration # 21 - FCN = 297853.1574171 Edm = 10.7115 NCalls = 99 -VariableMetric: Iteration # 22 - FCN = 297824.2382515 Edm = 2.11364 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 297806.1598692 Edm = 8.236 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 297798.7639071 Edm = 3.13719 NCalls = 109 -VariableMetric: Iteration # 25 - FCN = 297793.7600301 Edm = 2.26108 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297787.1947019 Edm = 15.5671 NCalls = 116 -VariableMetric: Iteration # 27 - FCN = 297774.8307568 Edm = 19.421 NCalls = 120 -VariableMetric: Iteration # 28 - FCN = 297675.9663711 Edm = 21.0625 NCalls = 126 -VariableMetric: Iteration # 29 - FCN = 297667.8220643 Edm = 1.844 NCalls = 128 -VariableMetric: Iteration # 30 - FCN = 297658.8167141 Edm = 1.54598 NCalls = 133 -VariableMetric: Iteration # 31 - FCN = 297654.0314967 Edm = 1.66144 NCalls = 136 -VariableMetric: Iteration # 32 - FCN = 297627.9077767 Edm = 31.6513 NCalls = 147 -VariableMetric: Iteration # 33 - FCN = 297618.1937476 Edm = 2.28414 NCalls = 151 -VariableMetric: Iteration # 34 - FCN = 297615.1669999 Edm = 0.865095 NCalls = 153 -VariableMetric: Iteration # 35 - FCN = 297586.4475252 Edm = 11.87 NCalls = 158 -VariableMetric: Iteration # 36 - FCN = 297578.9088395 Edm = 13.8224 NCalls = 160 -VariableMetric: Iteration # 37 - FCN = 297571.3994364 Edm = 1.36714 NCalls = 162 -VariableMetric: Iteration # 38 - FCN = 297563.3503307 Edm = 14.4311 NCalls = 167 -VariableMetric: Iteration # 39 - FCN = 297549.0176929 Edm = 24.548 NCalls = 172 -VariableMetric: Iteration # 40 - FCN = 297547.0015683 Edm = 6.14947 NCalls = 175 -VariableMetric: Iteration # 41 - FCN = 297527.723003 Edm = 5.00961 NCalls = 181 -VariableMetric: Iteration # 42 - FCN = 297526.3398475 Edm = 0.672367 NCalls = 183 -VariableMetric: Iteration # 43 - FCN = 297525.5917959 Edm = 0.336216 NCalls = 185 -VariableMetric: Iteration # 44 - FCN = 297523.7327705 Edm = 0.45852 NCalls = 188 -VariableMetric: Iteration # 45 - FCN = 297521.7675662 Edm = 1.42159 NCalls = 190 -VariableMetric: Iteration # 46 - FCN = 297515.3938365 Edm = 1.57656 NCalls = 195 -VariableMetric: Iteration # 47 - FCN = 297513.2714601 Edm = 0.169576 NCalls = 197 -VariableMetric: Iteration # 48 - FCN = 297513.1718288 Edm = 0.0924486 NCalls = 199 -VariableMetric: Iteration # 49 - FCN = 297513.0085529 Edm = 0.0774538 NCalls = 201 -VariableMetric: Iteration # 50 - FCN = 297512.7805036 Edm = 0.0387354 NCalls = 203 -VariableMetric: Iteration # 51 - FCN = 297512.209555 Edm = 0.448869 NCalls = 207 -VariableMetric: Iteration # 52 - FCN = 297510.6809778 Edm = 2.36024 NCalls = 210 -VariableMetric: Iteration # 53 - FCN = 297494.4724971 Edm = 15.2407 NCalls = 216 -VariableMetric: Iteration # 54 - FCN = 297476.8039359 Edm = 24.8062 NCalls = 219 -VariableMetric: Iteration # 55 - FCN = 297428.6776754 Edm = 7.48508 NCalls = 222 -VariableMetric: Iteration # 56 - FCN = 297409.0700118 Edm = 2.91501 NCalls = 225 -VariableMetric: Iteration # 57 - FCN = 297405.6889058 Edm = 1.03567 NCalls = 228 -VariableMetric: Iteration # 58 - FCN = 297404.6080513 Edm = 0.779306 NCalls = 230 -VariableMetric: Iteration # 59 - FCN = 297389.1956066 Edm = 7.86863 NCalls = 237 -VariableMetric: Iteration # 60 - FCN = 297387.7454049 Edm = 11.2814 NCalls = 240 -VariableMetric: Iteration # 61 - FCN = 297376.5775254 Edm = 1.66325 NCalls = 245 -VariableMetric: Iteration # 62 - FCN = 297375.0822193 Edm = 0.182102 NCalls = 247 -VariableMetric: Iteration # 63 - FCN = 297374.8875642 Edm = 0.0658097 NCalls = 249 -VariableMetric: Iteration # 64 - FCN = 297374.7581324 Edm = 0.0759204 NCalls = 251 -VariableMetric: Iteration # 65 - FCN = 297374.2883087 Edm = 0.519911 NCalls = 254 -VariableMetric: Iteration # 66 - FCN = 297363.3546433 Edm = 13.7088 NCalls = 259 -VariableMetric: Iteration # 67 - FCN = 297357.0714222 Edm = 5.48465 NCalls = 261 -VariableMetric: Iteration # 68 - FCN = 297345.4817953 Edm = 5.88987 NCalls = 264 -VariableMetric: Iteration # 69 - FCN = 297325.1827382 Edm = 17.8066 NCalls = 271 -VariableMetric: Iteration # 70 - FCN = 297318.0442868 Edm = 1.8423 NCalls = 275 -VariableMetric: Iteration # 71 - FCN = 297316.9132204 Edm = 0.42932 NCalls = 277 -VariableMetric: Iteration # 72 - FCN = 297316.4315836 Edm = 0.0562287 NCalls = 279 -VariableMetric: Iteration # 73 - FCN = 297316.2478065 Edm = 0.0377432 NCalls = 281 -VariableMetric: Iteration # 74 - FCN = 297316.1835133 Edm = 0.0154436 NCalls = 283 -VariableMetric: Iteration # 75 - FCN = 297316.1533636 Edm = 0.00499154 NCalls = 285 -VariableMetric: Iteration # 76 - FCN = 297316.1443295 Edm = 0.00391322 NCalls = 287 -VariableMetric: Iteration # 77 - FCN = 297315.6942071 Edm = 0.499266 NCalls = 292 -VariableMetric: Iteration # 78 - FCN = 297315.6763921 Edm = 0.0135835 NCalls = 294 -VariableMetric: Iteration # 79 - FCN = 297314.4750134 Edm = 1.33025 NCalls = 300 -VariableMetric: Iteration # 80 - FCN = 297314.4595458 Edm = 0.0102982 NCalls = 302 -VariableMetric: Iteration # 81 - FCN = 297314.032092 Edm = 0.574035 NCalls = 308 -VariableMetric: Iteration # 82 - FCN = 297313.9644902 Edm = 0.0720413 NCalls = 312 -VariableMetric: Iteration # 83 - FCN = 297313.2483597 Edm = 0.573462 NCalls = 318 -VariableMetric: Iteration # 84 - FCN = 297307.9721446 Edm = 0.777245 NCalls = 322 -VariableMetric: Iteration # 85 - FCN = 297305.195326 Edm = 1.86403 NCalls = 326 -VariableMetric: Iteration # 86 - FCN = 297302.952169 Edm = 3.28607 NCalls = 329 -VariableMetric: Iteration # 87 - FCN = 297296.8475504 Edm = 1.96449 NCalls = 331 -VariableMetric: Iteration # 88 - FCN = 297292.6134367 Edm = 0.481338 NCalls = 333 -VariableMetric: Iteration # 89 - FCN = 297290.5065205 Edm = 1.3024 NCalls = 335 -VariableMetric: Iteration # 90 - FCN = 297286.339902 Edm = 1.9261 NCalls = 338 -VariableMetric: Iteration # 91 - FCN = 297283.7913383 Edm = 1.4355 NCalls = 341 -VariableMetric: Iteration # 92 - FCN = 297282.9694006 Edm = 0.641545 NCalls = 343 -VariableMetric: Iteration # 93 - FCN = 297282.1070514 Edm = 0.196811 NCalls = 346 -VariableMetric: Iteration # 94 - FCN = 297281.7901711 Edm = 0.133523 NCalls = 348 -VariableMetric: Iteration # 95 - FCN = 297281.6477697 Edm = 0.0389162 NCalls = 351 -VariableMetric: Iteration # 96 - FCN = 297281.5638755 Edm = 0.00972418 NCalls = 354 -VariableMetric: Iteration # 97 - FCN = 297281.5508727 Edm = 0.00312515 NCalls = 356 -VariableMetric: Iteration # 98 - FCN = 297281.5467174 Edm = 0.00363624 NCalls = 358 -VariableMetric: Iteration # 99 - FCN = 297281.5211066 Edm = 0.0168671 NCalls = 362 -VariableMetric: Iteration # 100 - FCN = 297281.3553866 Edm = 0.155066 NCalls = 366 -VariableMetric: Iteration # 101 - FCN = 297280.498039 Edm = 0.762083 NCalls = 372 -VariableMetric: Iteration # 102 - FCN = 297276.1935958 Edm = 20.2009 NCalls = 374 -VariableMetric: Iteration # 103 - FCN = 297274.9498025 Edm = 1.022 NCalls = 377 -VariableMetric: Iteration # 104 - FCN = 297269.5301691 Edm = 0.793752 NCalls = 380 -VariableMetric: Iteration # 105 - FCN = 297268.4858854 Edm = 0.06107 NCalls = 382 -VariableMetric: Iteration # 106 - FCN = 297268.3898339 Edm = 0.0117807 NCalls = 384 -VariableMetric: Iteration # 107 - FCN = 297268.3574206 Edm = 0.011907 NCalls = 386 -VariableMetric: Iteration # 108 - FCN = 297268.2492398 Edm = 0.0463452 NCalls = 390 -VariableMetric: Iteration # 109 - FCN = 297268.1897958 Edm = 0.0438479 NCalls = 393 -VariableMetric: Iteration # 110 - FCN = 297268.1573277 Edm = 0.00720459 NCalls = 395 -VariableMetric: Iteration # 111 - FCN = 297268.1427255 Edm = 0.00908692 NCalls = 398 -VariableMetric: Iteration # 112 - FCN = 297268.1267864 Edm = 0.00824923 NCalls = 401 -VariableMetric: Iteration # 113 - FCN = 297268.1176942 Edm = 0.00245217 NCalls = 404 -VariableMetric: Iteration # 114 - FCN = 297268.112975 Edm = 0.00353924 NCalls = 406 -VariableMetric: Iteration # 115 - FCN = 297268.1101951 Edm = 0.0021748 NCalls = 408 -VariableMetric: Iteration # 116 - FCN = 297268.1065204 Edm = 0.000816089 NCalls = 412 -VariableMetric: Iteration # 117 - FCN = 297268.1044631 Edm = 0.00157281 NCalls = 414 -VariableMetric: Iteration # 118 - FCN = 297268.1035729 Edm = 0.000540264 NCalls = 416 -VariableMetric: Iteration # 119 - FCN = 297268.1020298 Edm = 0.000501477 NCalls = 419 -VariableMetric: Iteration # 120 - FCN = 297268.0977055 Edm = 0.00270842 NCalls = 423 -VariableMetric: Iteration # 121 - FCN = 297268.0963124 Edm = 0.0029041 NCalls = 425 -VariableMetric: Iteration # 122 - FCN = 297268.0883798 Edm = 0.0061705 NCalls = 430 -VariableMetric: Iteration # 123 - FCN = 297268.0601774 Edm = 0.0642707 NCalls = 435 -VariableMetric: Iteration # 124 - FCN = 297268.055253 Edm = 0.00945366 NCalls = 438 -VariableMetric: Iteration # 125 - FCN = 297268.0367389 Edm = 0.0208552 NCalls = 441 -VariableMetric: Iteration # 126 - FCN = 297267.7510733 Edm = 0.0713219 NCalls = 452 -VariableMetric: Iteration # 127 - FCN = 297267.7246891 Edm = 0.157443 NCalls = 454 -VariableMetric: Iteration # 128 - FCN = 297267.5917973 Edm = 0.0916094 NCalls = 456 -VariableMetric: Iteration # 129 - FCN = 297266.9531813 Edm = 0.777399 NCalls = 460 -VariableMetric: Iteration # 130 - FCN = 297266.4914781 Edm = 0.585999 NCalls = 470 -VariableMetric: Iteration # 131 - FCN = 297266.107402 Edm = 2.45574 NCalls = 472 -VariableMetric: Iteration # 132 - FCN = 297261.697965 Edm = 5.40672 NCalls = 476 -VariableMetric: Iteration # 133 - FCN = 297260.5229314 Edm = 3.49631 NCalls = 478 -VariableMetric: Iteration # 134 - FCN = 297258.5542356 Edm = 3.65026 NCalls = 484 -VariableMetric: Iteration # 135 - FCN = 297253.4458999 Edm = 5.51079 NCalls = 490 -VariableMetric: Iteration # 136 - FCN = 297252.3647739 Edm = 1.57766 NCalls = 492 -VariableMetric: Iteration # 137 - FCN = 297251.3301501 Edm = 0.665984 NCalls = 495 -VariableMetric: Iteration # 138 - FCN = 297250.2172794 Edm = 0.59023 NCalls = 498 -VariableMetric: Iteration # 139 - FCN = 297248.9970296 Edm = 1.19386 NCalls = 500 -VariableMetric: Iteration # 140 - FCN = 297248.03003 Edm = 0.536943 NCalls = 506 -VariableMetric: Iteration # 141 - FCN = 297247.3827996 Edm = 0.287256 NCalls = 508 -VariableMetric: Iteration # 142 - FCN = 297246.9503644 Edm = 0.219228 NCalls = 510 -VariableMetric: Iteration # 143 - FCN = 297246.8990601 Edm = 0.0260051 NCalls = 512 -VariableMetric: Iteration # 144 - FCN = 297246.7228311 Edm = 0.264336 NCalls = 515 -VariableMetric: Iteration # 145 - FCN = 297246.2197081 Edm = 0.279542 NCalls = 520 -VariableMetric: Iteration # 146 - FCN = 297246.1873223 Edm = 0.0710191 NCalls = 523 -VariableMetric: Iteration # 147 - FCN = 297245.7411478 Edm = 0.0665848 NCalls = 527 -VariableMetric: Iteration # 148 - FCN = 297245.6543482 Edm = 0.0134929 NCalls = 530 -VariableMetric: Iteration # 149 - FCN = 297245.6437178 Edm = 0.00046216 NCalls = 532 -VariableMetric: Iteration # 150 - FCN = 297245.6432171 Edm = 6.86559e-05 NCalls = 534 -VariableMetric: After Hessian - FCN = 297245.6432171 Edm = 1559.96 NCalls = 1015 -VariableMetric: Iteration # 151 - FCN = 297245.6432171 Edm = 1559.96 NCalls = 1015 -VariableMetric: Iteration # 152 - FCN = 297236.5519491 Edm = 2585.72 NCalls = 1026 -VariableMetric: Iteration # 153 - FCN = 297236.4750416 Edm = 0.557433 NCalls = 1030 -VariableMetric: Iteration # 154 - FCN = 297235.3493669 Edm = 0.796733 NCalls = 1033 -VariableMetric: Iteration # 155 - FCN = 297233.0979185 Edm = 0.826921 NCalls = 1037 -VariableMetric: Iteration # 156 - FCN = 297231.7365383 Edm = 1.11734 NCalls = 1040 -VariableMetric: Iteration # 157 - FCN = 297229.6337314 Edm = 1.66086 NCalls = 1042 -VariableMetric: Iteration # 158 - FCN = 297228.586953 Edm = 2.3939 NCalls = 1044 -VariableMetric: Iteration # 159 - FCN = 297226.461811 Edm = 1.25102 NCalls = 1046 -VariableMetric: Iteration # 160 - FCN = 297225.2763875 Edm = 0.974247 NCalls = 1049 -VariableMetric: Iteration # 161 - FCN = 297223.9602986 Edm = 0.566092 NCalls = 1051 -VariableMetric: Iteration # 162 - FCN = 297223.1510773 Edm = 0.358057 NCalls = 1053 -VariableMetric: Iteration # 163 - FCN = 297222.5831218 Edm = 0.143508 NCalls = 1056 -VariableMetric: Iteration # 164 - FCN = 297222.4156966 Edm = 0.0377806 NCalls = 1058 -VariableMetric: Iteration # 165 - FCN = 297222.3450875 Edm = 0.0473363 NCalls = 1060 -VariableMetric: Iteration # 166 - FCN = 297222.2365565 Edm = 0.0214485 NCalls = 1063 -VariableMetric: Iteration # 167 - FCN = 297222.1867132 Edm = 0.0194032 NCalls = 1065 -VariableMetric: Iteration # 168 - FCN = 297222.0974248 Edm = 0.0579711 NCalls = 1067 -VariableMetric: Iteration # 169 - FCN = 297221.9017362 Edm = 0.14638 NCalls = 1070 -VariableMetric: Iteration # 170 - FCN = 297221.5934695 Edm = 0.0954411 NCalls = 1074 -VariableMetric: Iteration # 171 - FCN = 297221.3296756 Edm = 0.119212 NCalls = 1076 -VariableMetric: Iteration # 172 - FCN = 297221.1524197 Edm = 0.0980296 NCalls = 1079 -VariableMetric: Iteration # 173 - FCN = 297221.0234325 Edm = 0.042658 NCalls = 1081 -VariableMetric: Iteration # 174 - FCN = 297220.9194669 Edm = 0.0831076 NCalls = 1084 -VariableMetric: Iteration # 175 - FCN = 297220.8397935 Edm = 0.0711045 NCalls = 1086 -VariableMetric: Iteration # 176 - FCN = 297220.7301063 Edm = 0.053536 NCalls = 1089 -VariableMetric: Iteration # 177 - FCN = 297220.6202042 Edm = 0.044598 NCalls = 1091 -VariableMetric: Iteration # 178 - FCN = 297220.5540881 Edm = 0.0142949 NCalls = 1093 -VariableMetric: Iteration # 179 - FCN = 297220.528813 Edm = 0.00581037 NCalls = 1095 -VariableMetric: Iteration # 180 - FCN = 297220.5128195 Edm = 0.00664321 NCalls = 1097 -VariableMetric: Iteration # 181 - FCN = 297220.495609 Edm = 0.00709648 NCalls = 1099 -VariableMetric: Iteration # 182 - FCN = 297220.4797884 Edm = 0.00483327 NCalls = 1101 -VariableMetric: Iteration # 183 - FCN = 297220.4677492 Edm = 0.00428926 NCalls = 1103 -VariableMetric: Iteration # 184 - FCN = 297220.4485683 Edm = 0.0109956 NCalls = 1106 -VariableMetric: Iteration # 185 - FCN = 297220.4178072 Edm = 0.0169956 NCalls = 1109 -VariableMetric: Iteration # 186 - FCN = 297220.3685149 Edm = 0.0263008 NCalls = 1113 -VariableMetric: Iteration # 187 - FCN = 297220.2965033 Edm = 0.126008 NCalls = 1116 -VariableMetric: Iteration # 188 - FCN = 297220.2683284 Edm = 0.0377507 NCalls = 1118 -VariableMetric: Iteration # 189 - FCN = 297220.209098 Edm = 0.0226642 NCalls = 1121 -VariableMetric: Iteration # 190 - FCN = 297220.1939285 Edm = 0.0161242 NCalls = 1123 -VariableMetric: Iteration # 191 - FCN = 297220.1780893 Edm = 0.0102198 NCalls = 1128 -VariableMetric: Iteration # 192 - FCN = 297220.159929 Edm = 0.0078772 NCalls = 1130 -VariableMetric: Iteration # 193 - FCN = 297220.1445319 Edm = 0.00469887 NCalls = 1132 -VariableMetric: Iteration # 194 - FCN = 297220.1435582 Edm = 0.00463168 NCalls = 1134 -VariableMetric: Iteration # 195 - FCN = 297220.1365485 Edm = 0.00399499 NCalls = 1137 -VariableMetric: Iteration # 196 - FCN = 297220.1089967 Edm = 0.00851482 NCalls = 1140 -VariableMetric: Iteration # 197 - FCN = 297220.1024955 Edm = 0.00870493 NCalls = 1142 -VariableMetric: Iteration # 198 - FCN = 297220.0957117 Edm = 0.00240135 NCalls = 1144 -VariableMetric: Iteration # 199 - FCN = 297220.0876991 Edm = 0.00382107 NCalls = 1146 -VariableMetric: Iteration # 200 - FCN = 297220.0792593 Edm = 0.0041231 NCalls = 1148 -VariableMetric: Iteration # 201 - FCN = 297220.0744797 Edm = 0.00093459 NCalls = 1151 -VariableMetric: Iteration # 202 - FCN = 297220.0727614 Edm = 0.000373795 NCalls = 1153 -VariableMetric: Iteration # 203 - FCN = 297220.0717993 Edm = 0.000449852 NCalls = 1155 -VariableMetric: Iteration # 204 - FCN = 297220.0696182 Edm = 0.00123529 NCalls = 1158 -VariableMetric: Iteration # 205 - FCN = 297220.0670151 Edm = 0.00180148 NCalls = 1161 -VariableMetric: Iteration # 206 - FCN = 297220.063525 Edm = 0.00292 NCalls = 1163 -VariableMetric: Iteration # 207 - FCN = 297220.0527982 Edm = 0.0148985 NCalls = 1166 -VariableMetric: Iteration # 208 - FCN = 297220.0505945 Edm = 0.00820696 NCalls = 1169 -VariableMetric: Iteration # 209 - FCN = 297220.027045 Edm = 0.0448002 NCalls = 1175 -VariableMetric: Iteration # 210 - FCN = 297220.0208848 Edm = 0.0194973 NCalls = 1178 -VariableMetric: Iteration # 211 - FCN = 297219.9800609 Edm = 0.0566683 NCalls = 1182 -VariableMetric: Iteration # 212 - FCN = 297219.9435397 Edm = 0.101406 NCalls = 1187 -VariableMetric: Iteration # 213 - FCN = 297219.9192299 Edm = 0.0503778 NCalls = 1191 -VariableMetric: Iteration # 214 - FCN = 297219.8418232 Edm = 0.122163 NCalls = 1197 -VariableMetric: Iteration # 215 - FCN = 297219.8230104 Edm = 0.0314958 NCalls = 1201 -VariableMetric: Iteration # 216 - FCN = 297219.729901 Edm = 0.0664381 NCalls = 1206 -VariableMetric: Iteration # 217 - FCN = 297219.6435941 Edm = 0.051856 NCalls = 1209 -VariableMetric: Iteration # 218 - FCN = 297219.5832988 Edm = 0.0229086 NCalls = 1211 -VariableMetric: Iteration # 219 - FCN = 297219.5601835 Edm = 0.0137916 NCalls = 1213 -VariableMetric: Iteration # 220 - FCN = 297219.5405095 Edm = 0.00825343 NCalls = 1215 -VariableMetric: Iteration # 221 - FCN = 297219.5229868 Edm = 0.00608462 NCalls = 1218 -VariableMetric: Iteration # 222 - FCN = 297219.5152402 Edm = 0.00458277 NCalls = 1220 -VariableMetric: Iteration # 223 - FCN = 297219.5062945 Edm = 0.00413146 NCalls = 1223 -VariableMetric: Iteration # 224 - FCN = 297219.4946112 Edm = 0.00618417 NCalls = 1226 -VariableMetric: Iteration # 225 - FCN = 297219.4861106 Edm = 0.00600845 NCalls = 1229 -VariableMetric: Iteration # 226 - FCN = 297219.4799888 Edm = 0.00315092 NCalls = 1231 -VariableMetric: Iteration # 227 - FCN = 297219.4704822 Edm = 0.00623704 NCalls = 1235 -VariableMetric: Iteration # 228 - FCN = 297219.4577392 Edm = 0.0054996 NCalls = 1238 -VariableMetric: Iteration # 229 - FCN = 297219.4508697 Edm = 0.00275058 NCalls = 1240 -VariableMetric: Iteration # 230 - FCN = 297219.4486574 Edm = 0.00120406 NCalls = 1242 -VariableMetric: Iteration # 231 - FCN = 297219.4465021 Edm = 0.000897982 NCalls = 1244 -VariableMetric: Iteration # 232 - FCN = 297219.4447693 Edm = 0.000543159 NCalls = 1246 -VariableMetric: Iteration # 233 - FCN = 297219.4437545 Edm = 0.000183672 NCalls = 1248 -VariableMetric: Iteration # 234 - FCN = 297219.4435195 Edm = 1.91541e-05 NCalls = 1250 -VariableMetric: After Hessian - FCN = 297219.4435195 Edm = 0.00494664 NCalls = 1739 -VariableMetric: Iteration # 235 - FCN = 297219.4435195 Edm = 0.00494664 NCalls = 1739 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304513.4575211 Edm = 48.471 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304513.4575211 Edm = 48.471 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300012.4368453 Edm = 35.3555 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299659.3728889 Edm = 813.917 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299622.8949765 Edm = 3.84238 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 297628.0418733 Edm = 57.4755 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297466.9059754 Edm = 0.447608 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297466.0425732 Edm = 0.577958 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297450.6940647 Edm = 12.5408 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297278.7834124 Edm = 0.980361 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297277.6576755 Edm = 0.0435391 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297277.4952037 Edm = 0.129079 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297271.5140554 Edm = 4.7206 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297249.7944987 Edm = 0.0623043 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297249.7273277 Edm = 0.00742292 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297249.2254351 Edm = 0.511832 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297237.286182 Edm = 0.435337 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297201.1368044 Edm = 1.44152 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297199.772272 Edm = 0.132182 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297199.6630122 Edm = 0.00233438 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297199.6586678 Edm = 0.00164044 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297199.6489047 Edm = 0.00723782 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297199.3097804 Edm = 0.318105 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297199.171752 Edm = 0.13439 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297196.5676785 Edm = 1.31991 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297194.5323861 Edm = 0.0222091 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297194.512298 Edm = 0.0017316 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297194.5030525 Edm = 0.00840819 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297193.2882273 Edm = 1.18464 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297183.9625664 Edm = 0.497667 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297183.4690257 Edm = 0.00217433 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297183.4654645 Edm = 0.00095212 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297183.4523435 Edm = 0.00997327 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297183.2981607 Edm = 0.111889 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297179.6701247 Edm = 1.99016 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297175.9914962 Edm = 0.158731 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297175.8438902 Edm = 0.00309586 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297175.8402594 Edm = 0.000271846 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297175.8362367 Edm = 0.00359174 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297175.4328539 Edm = 0.264421 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297171.8621406 Edm = 0.733928 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297170.7333169 Edm = 0.0333877 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297170.6980595 Edm = 0.00136419 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297170.6966883 Edm = 0.000209888 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297170.6954697 Edm = 0.00082259 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297170.6213031 Edm = 0.0741306 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297170.4475623 Edm = 0.150922 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297169.1320173 Edm = 0.0334315 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297169.0890613 Edm = 0.00510006 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297169.0833225 Edm = 0.000270651 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297169.0828918 Edm = 0.000177184 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297169.0776885 Edm = 0.00489019 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297168.2683747 Edm = 0.659523 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297166.2018532 Edm = 0.523125 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297165.6665794 Edm = 0.0630163 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297165.6080292 Edm = 0.00466642 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297165.6029566 Edm = 0.000494628 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297165.6021835 Edm = 0.000118147 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297165.6015808 Edm = 0.000471044 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297165.5898485 Edm = 0.0114523 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297163.2016259 Edm = 0.872752 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297162.1007753 Edm = 0.220663 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297161.9297271 Edm = 0.0101579 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297161.9184588 Edm = 0.000534623 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297161.9179644 Edm = 4.77347e-05 NCalls = 202 -VariableMetric: After Hessian - FCN = 297161.9179644 Edm = 3.21941 NCalls = 677 -VariableMetric: Iteration # 64 - FCN = 297161.9179644 Edm = 3.21941 NCalls = 677 -VariableMetric: Iteration # 65 - FCN = 297161.9004943 Edm = 1.83908 NCalls = 680 -VariableMetric: Iteration # 66 - FCN = 297161.8546511 Edm = 0.3314 NCalls = 682 -VariableMetric: Iteration # 67 - FCN = 297161.3563929 Edm = 0.953061 NCalls = 685 -VariableMetric: Iteration # 68 - FCN = 297160.155874 Edm = 0.0663251 NCalls = 688 -VariableMetric: Iteration # 69 - FCN = 297159.9279119 Edm = 0.0596347 NCalls = 692 -VariableMetric: Iteration # 70 - FCN = 297159.8243964 Edm = 0.0196433 NCalls = 694 -VariableMetric: Iteration # 71 - FCN = 297159.7375654 Edm = 0.0216005 NCalls = 696 -VariableMetric: Iteration # 72 - FCN = 297159.6574502 Edm = 0.00951256 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297159.6198368 Edm = 0.0255522 NCalls = 701 -VariableMetric: Iteration # 74 - FCN = 297159.5438305 Edm = 0.0426093 NCalls = 703 -VariableMetric: Iteration # 75 - FCN = 297159.4770431 Edm = 0.0282355 NCalls = 706 -VariableMetric: Iteration # 76 - FCN = 297159.3513728 Edm = 0.057936 NCalls = 710 -VariableMetric: Iteration # 77 - FCN = 297159.3121817 Edm = 0.0212587 NCalls = 712 -VariableMetric: Iteration # 78 - FCN = 297159.2442874 Edm = 0.0221797 NCalls = 716 -VariableMetric: Iteration # 79 - FCN = 297159.2069697 Edm = 0.00434636 NCalls = 718 -VariableMetric: Iteration # 80 - FCN = 297159.1987415 Edm = 0.00473684 NCalls = 721 -VariableMetric: Iteration # 81 - FCN = 297159.1881424 Edm = 0.00647237 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297159.1679348 Edm = 0.00685708 NCalls = 726 -VariableMetric: Iteration # 83 - FCN = 297159.1533667 Edm = 0.00638397 NCalls = 728 -VariableMetric: Iteration # 84 - FCN = 297159.1358548 Edm = 0.0139348 NCalls = 731 -VariableMetric: Iteration # 85 - FCN = 297159.1086529 Edm = 0.00685327 NCalls = 734 -VariableMetric: Iteration # 86 - FCN = 297159.0972111 Edm = 0.00523341 NCalls = 736 -VariableMetric: Iteration # 87 - FCN = 297159.0916249 Edm = 0.00401555 NCalls = 739 -VariableMetric: Iteration # 88 - FCN = 297159.0814122 Edm = 0.00284691 NCalls = 742 -VariableMetric: Iteration # 89 - FCN = 297159.0702386 Edm = 0.00505738 NCalls = 744 -VariableMetric: Iteration # 90 - FCN = 297159.0656249 Edm = 0.00279369 NCalls = 745 -VariableMetric: Iteration # 91 - FCN = 297159.0611461 Edm = 0.00131442 NCalls = 747 -VariableMetric: Iteration # 92 - FCN = 297159.0572606 Edm = 0.00132807 NCalls = 749 -VariableMetric: Iteration # 93 - FCN = 297159.0512987 Edm = 0.00162278 NCalls = 751 -VariableMetric: Iteration # 94 - FCN = 297159.0441681 Edm = 0.00185207 NCalls = 753 -VariableMetric: Iteration # 95 - FCN = 297159.0372373 Edm = 0.00378157 NCalls = 755 -VariableMetric: Iteration # 96 - FCN = 297159.0251166 Edm = 0.00760083 NCalls = 758 -VariableMetric: Iteration # 97 - FCN = 297159.0062138 Edm = 0.00401826 NCalls = 760 -VariableMetric: Iteration # 98 - FCN = 297158.9991955 Edm = 0.00230956 NCalls = 762 -VariableMetric: Iteration # 99 - FCN = 297158.9946559 Edm = 0.00235013 NCalls = 764 -VariableMetric: Iteration # 100 - FCN = 297158.9870717 Edm = 0.00138383 NCalls = 767 -VariableMetric: Iteration # 101 - FCN = 297158.9842397 Edm = 0.00119876 NCalls = 769 -VariableMetric: Iteration # 102 - FCN = 297158.9781812 Edm = 0.00313568 NCalls = 771 -VariableMetric: Iteration # 103 - FCN = 297158.9729461 Edm = 0.00202953 NCalls = 773 -VariableMetric: Iteration # 104 - FCN = 297158.9688105 Edm = 0.00178535 NCalls = 775 -VariableMetric: Iteration # 105 - FCN = 297158.9619329 Edm = 0.0036941 NCalls = 777 -VariableMetric: Iteration # 106 - FCN = 297158.9485629 Edm = 0.00386815 NCalls = 779 -VariableMetric: Iteration # 107 - FCN = 297158.941871 Edm = 0.00348975 NCalls = 781 -VariableMetric: Iteration # 108 - FCN = 297158.9206086 Edm = 0.00384716 NCalls = 784 -VariableMetric: Iteration # 109 - FCN = 297158.9138104 Edm = 0.00253878 NCalls = 786 -VariableMetric: Iteration # 110 - FCN = 297158.9026212 Edm = 0.0118926 NCalls = 788 -VariableMetric: Iteration # 111 - FCN = 297158.8802703 Edm = 0.00590243 NCalls = 791 -VariableMetric: Iteration # 112 - FCN = 297158.8708712 Edm = 0.00279503 NCalls = 793 -VariableMetric: Iteration # 113 - FCN = 297158.8645866 Edm = 0.00189608 NCalls = 795 -VariableMetric: Iteration # 114 - FCN = 297158.8601912 Edm = 0.00107733 NCalls = 797 -VariableMetric: Iteration # 115 - FCN = 297158.8552324 Edm = 0.00200871 NCalls = 799 -VariableMetric: Iteration # 116 - FCN = 297158.8519692 Edm = 0.00125322 NCalls = 801 -VariableMetric: Iteration # 117 - FCN = 297158.8480643 Edm = 0.00179612 NCalls = 803 -VariableMetric: Iteration # 118 - FCN = 297158.8436766 Edm = 0.000471255 NCalls = 805 -VariableMetric: Iteration # 119 - FCN = 297158.8429805 Edm = 0.000110124 NCalls = 807 -VariableMetric: Iteration # 120 - FCN = 297158.8426756 Edm = 0.000118958 NCalls = 809 -VariableMetric: Iteration # 121 - FCN = 297158.8423329 Edm = 6.6792e-05 NCalls = 811 -VariableMetric: After Hessian - FCN = 297158.8423329 Edm = 0.00124853 NCalls = 1286 -VariableMetric: Iteration # 122 - FCN = 297158.8423329 Edm = 0.00124853 NCalls = 1286 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 345285.9013707 Edm = 994.779 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 345285.9013707 Edm = 994.779 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299530.255652 Edm = 1.098 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299524.1712864 Edm = 0.74522 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298933.5878188 Edm = 282.004 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298455.3875287 Edm = 1098.02 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297833.9454914 Edm = 22.0426 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297815.4464148 Edm = 25.1598 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297804.8847003 Edm = 0.611024 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297781.5274537 Edm = 19.944 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297516.1631691 Edm = 1.08934 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297514.7574073 Edm = 0.0871664 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297514.3251684 Edm = 0.369862 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297492.6681932 Edm = 15.896 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297347.1443504 Edm = 3.90057 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297343.8915907 Edm = 0.140869 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297343.7222525 Edm = 0.0654998 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297341.2324582 Edm = 2.50335 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297313.157312 Edm = 11.3357 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297309.0895352 Edm = 18.2756 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297294.8475912 Edm = 4.9379 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297286.4864929 Edm = 1.75944 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297285.4697321 Edm = 0.101719 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297285.2138772 Edm = 0.195945 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297283.702343 Edm = 2.03283 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297237.0779031 Edm = 29.5429 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297176.6153906 Edm = 2.36672 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297172.6479315 Edm = 0.780039 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297170.424101 Edm = 0.612942 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297169.3201161 Edm = 0.1529 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297169.1926926 Edm = 0.0112937 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297169.1741566 Edm = 0.00949937 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297169.0961133 Edm = 0.0579054 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297168.1264899 Edm = 0.892165 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297135.9271817 Edm = 4.27167 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297132.3722494 Edm = 0.936496 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297131.8817101 Edm = 0.0912484 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297131.720837 Edm = 0.035602 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297131.6719053 Edm = 0.00188488 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297131.6678905 Edm = 0.00190203 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297131.6107287 Edm = 0.0523204 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297128.9230203 Edm = 1.99447 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297117.9445745 Edm = 0.648378 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297116.9421391 Edm = 0.125366 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297116.7941487 Edm = 0.00814792 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297116.7845668 Edm = 0.000874238 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297116.7832444 Edm = 0.000730909 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297116.7627269 Edm = 0.0177065 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297115.729802 Edm = 0.740556 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297112.2267833 Edm = 0.326253 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297111.8156343 Edm = 0.0100897 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297111.805723 Edm = 0.000629879 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297111.8046685 Edm = 0.000195839 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297111.8016351 Edm = 0.00245733 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297111.6158353 Edm = 0.188051 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297111.2873294 Edm = 0.298424 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297107.754193 Edm = 1.07125 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297106.0259892 Edm = 0.4184 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297105.3013434 Edm = 0.490654 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297105.0480097 Edm = 0.55037 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297104.3929885 Edm = 0.317061 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297103.8769552 Edm = 0.414822 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297103.3896329 Edm = 0.0979658 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297103.2029863 Edm = 0.138784 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297103.106388 Edm = 0.0383591 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297103.0533068 Edm = 0.00545215 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297103.047522 Edm = 0.000414281 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297103.0470176 Edm = 6.15387e-05 NCalls = 215 -VariableMetric: After Hessian - FCN = 297103.0470176 Edm = 1.7376 NCalls = 688 -VariableMetric: Iteration # 67 - FCN = 297103.0470176 Edm = 1.7376 NCalls = 688 -VariableMetric: Iteration # 68 - FCN = 297100.2381361 Edm = 0.43379 NCalls = 691 -VariableMetric: Iteration # 69 - FCN = 297099.9659162 Edm = 0.342703 NCalls = 694 -VariableMetric: Iteration # 70 - FCN = 297099.8239043 Edm = 0.180463 NCalls = 696 -VariableMetric: Iteration # 71 - FCN = 297099.7517963 Edm = 0.114454 NCalls = 698 -VariableMetric: Iteration # 72 - FCN = 297099.6062452 Edm = 0.205705 NCalls = 700 -VariableMetric: Iteration # 73 - FCN = 297099.2216217 Edm = 0.366224 NCalls = 706 -VariableMetric: Iteration # 74 - FCN = 297098.7497155 Edm = 0.58265 NCalls = 713 -VariableMetric: Iteration # 75 - FCN = 297098.4895107 Edm = 0.306877 NCalls = 717 -VariableMetric: Iteration # 76 - FCN = 297098.3297974 Edm = 0.247591 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297098.2007247 Edm = 0.118781 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297098.1271626 Edm = 0.110738 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297098.077155 Edm = 0.0362871 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297098.0413505 Edm = 0.0162301 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297098.0189471 Edm = 0.00746087 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297098.001068 Edm = 0.0207662 NCalls = 735 -VariableMetric: Iteration # 83 - FCN = 297097.9615382 Edm = 0.0395221 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297097.943041 Edm = 0.035924 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297097.8805515 Edm = 0.0419655 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297097.8169683 Edm = 0.0536453 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297097.7848575 Edm = 0.0413456 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 297097.7279101 Edm = 0.0365406 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297097.6690514 Edm = 0.0516236 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297097.6283232 Edm = 0.0681015 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297097.5751588 Edm = 0.047933 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297097.53687 Edm = 0.0384795 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297097.4715863 Edm = 0.0345298 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297097.4449045 Edm = 0.131895 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297097.3897941 Edm = 0.0240144 NCalls = 777 -VariableMetric: Iteration # 96 - FCN = 297097.3369264 Edm = 0.038123 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297097.3138831 Edm = 0.0113035 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297097.3011672 Edm = 0.0069982 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297097.2892185 Edm = 0.00685249 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297097.2704558 Edm = 0.00601764 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297097.2592836 Edm = 0.00237903 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297097.2570114 Edm = 0.000727435 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297097.2563595 Edm = 0.000136914 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297097.2561277 Edm = 7.41685e-05 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297097.2559476 Edm = 0.000103623 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297097.255012 Edm = 0.00030633 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297097.2542067 Edm = 0.00018709 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297097.2538546 Edm = 5.56011e-05 NCalls = 806 -VariableMetric: After Hessian - FCN = 297097.2538546 Edm = 5.62068e-05 NCalls = 1295 -VariableMetric: Iteration # 109 - FCN = 297097.2538546 Edm = 5.62068e-05 NCalls = 1295 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316287.7632845 Edm = 43.3338 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316287.7632845 Edm = 43.3338 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302561.2040947 Edm = 12.6021 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300749.7460202 Edm = 4.73732 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300737.4452718 Edm = 59.1513 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299802.1659708 Edm = 559.297 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298692.073611 Edm = 18.6566 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298670.2664435 Edm = 0.29175 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298623.1645794 Edm = 35.3649 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298377.3815824 Edm = 1.38205 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298372.2777167 Edm = 1.52808 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298358.4389579 Edm = 12.6409 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298204.5168937 Edm = 74.671 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298202.6768204 Edm = 32.5577 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 298116.1462628 Edm = 105.346 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 298044.5114157 Edm = 145.049 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297783.9982456 Edm = 52.8937 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297696.7454171 Edm = 25.9464 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297662.6875538 Edm = 8.06357 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297658.5190283 Edm = 1.25797 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297652.3168218 Edm = 3.77921 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297604.890992 Edm = 1.06996 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297602.668956 Edm = 0.394684 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297602.2305914 Edm = 0.106769 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297602.0925906 Edm = 0.0502673 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297601.6922532 Edm = 0.155413 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297598.4896054 Edm = 2.71678 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297571.4568932 Edm = 26.6866 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297528.6663669 Edm = 25.5388 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297526.0797097 Edm = 20.4095 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297517.8628609 Edm = 1.92056 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297516.3000371 Edm = 0.246038 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297516.1442 Edm = 0.0203685 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297516.102839 Edm = 0.0258182 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297515.7020054 Edm = 0.506394 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297500.9904002 Edm = 2.26405 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297493.5228492 Edm = 3.65288 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297490.6858661 Edm = 0.593455 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297489.6834057 Edm = 0.314528 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297489.1334237 Edm = 0.191916 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297488.8479323 Edm = 0.0346283 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297488.8104858 Edm = 0.0055441 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297488.7968844 Edm = 0.00676337 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297488.6455912 Edm = 0.142399 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297488.1221814 Edm = 0.412674 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297482.6880956 Edm = 6.19855 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297480.88607 Edm = 2.956 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297475.6083489 Edm = 6.24635 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297463.8256335 Edm = 2.92775 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297456.4504665 Edm = 1.20467 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297453.2662228 Edm = 0.756419 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297452.0066093 Edm = 0.139255 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297451.8757735 Edm = 0.0336846 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297451.815812 Edm = 0.0069076 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297451.8038891 Edm = 0.00169755 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297451.799433 Edm = 0.00188749 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297451.7686968 Edm = 0.0261119 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297449.7041679 Edm = 2.11962 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297446.3581568 Edm = 2.39882 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297444.002951 Edm = 0.182285 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297443.781686 Edm = 0.0109447 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297443.7698713 Edm = 0.000839248 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297443.7658792 Edm = 0.00243453 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297443.7358401 Edm = 0.0342663 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297443.2028384 Edm = 0.481586 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297431.1973913 Edm = 4.7036 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297426.0110783 Edm = 0.434356 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297425.5261956 Edm = 0.0313635 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297425.4947513 Edm = 0.0103879 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297425.4860242 Edm = 0.000453368 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297425.4854567 Edm = 0.000225557 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297425.4830248 Edm = 0.00200959 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297425.1012962 Edm = 0.322244 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297422.3338393 Edm = 0.333392 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297421.9544141 Edm = 0.0325948 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297421.9399554 Edm = 0.00742449 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297421.9295398 Edm = 0.00255092 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297421.9242233 Edm = 0.000288894 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297421.9238275 Edm = 9.82536e-05 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297421.9224865 Edm = 0.00119815 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297421.79422 Edm = 0.148805 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297421.764412 Edm = 0.0301339 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297421.7111297 Edm = 0.0448385 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297420.5017012 Edm = 0.705379 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297419.273137 Edm = 0.360383 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297418.7581224 Edm = 0.214212 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297418.5927957 Edm = 0.217379 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297418.3097893 Edm = 0.0629815 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297418.2028609 Edm = 0.0274013 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297418.1825352 Edm = 0.00794125 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297418.1731181 Edm = 0.000845669 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297418.1719688 Edm = 0.00013021 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297418.1708315 Edm = 0.00100735 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297418.124861 Edm = 0.0518768 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297418.1244138 Edm = 0.000287429 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297418.1150975 Edm = 0.0122658 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297417.9848981 Edm = 0.0828297 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297416.5542857 Edm = 0.513686 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297415.5886481 Edm = 0.0200017 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297415.567135 Edm = 0.00462005 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297415.562714 Edm = 0.00144874 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297415.5603145 Edm = 0.000218241 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297415.5599062 Edm = 0.000114541 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297415.5567815 Edm = 0.00279451 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297415.3953151 Edm = 0.134269 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297412.3050088 Edm = 1.18916 NCalls = 350 -VariableMetric: Iteration # 105 - FCN = 297410.320343 Edm = 1.18038 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297410.0575866 Edm = 0.118184 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297409.9611433 Edm = 0.0105538 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297409.9503474 Edm = 0.00137021 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297409.9472178 Edm = 0.000969383 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297409.945753 Edm = 0.000115602 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297409.945568 Edm = 5.37585e-05 NCalls = 365 -VariableMetric: After Hessian - FCN = 297409.945568 Edm = 329.314 NCalls = 840 -VariableMetric: Iteration # 112 - FCN = 297409.945568 Edm = 329.314 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297409.0291733 Edm = 89.255 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297408.1206831 Edm = 1.60072 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297407.1326133 Edm = 0.120098 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297405.8111614 Edm = 2.89633 NCalls = 861 -VariableMetric: Iteration # 117 - FCN = 297405.7553309 Edm = 0.282316 NCalls = 863 -VariableMetric: Iteration # 118 - FCN = 297405.1843204 Edm = 1.00081 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297404.3873517 Edm = 1.27989 NCalls = 871 -VariableMetric: Iteration # 120 - FCN = 297403.1573811 Edm = 1.18168 NCalls = 875 -VariableMetric: Iteration # 121 - FCN = 297402.7470168 Edm = 0.272755 NCalls = 877 -VariableMetric: Iteration # 122 - FCN = 297402.0200828 Edm = 0.150626 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297401.462263 Edm = 0.47333 NCalls = 886 -VariableMetric: Iteration # 124 - FCN = 297400.8520056 Edm = 2.26209 NCalls = 890 -VariableMetric: Iteration # 125 - FCN = 297400.1997177 Edm = 1.73082 NCalls = 894 -VariableMetric: Iteration # 126 - FCN = 297398.8087337 Edm = 1.32128 NCalls = 898 -VariableMetric: Iteration # 127 - FCN = 297398.6524029 Edm = 0.246027 NCalls = 899 -VariableMetric: Iteration # 128 - FCN = 297396.5136798 Edm = 1.57585 NCalls = 903 -VariableMetric: Iteration # 129 - FCN = 297393.6617818 Edm = 0.713508 NCalls = 906 -VariableMetric: Iteration # 130 - FCN = 297393.0562693 Edm = 0.30933 NCalls = 908 -VariableMetric: Iteration # 131 - FCN = 297392.7803233 Edm = 0.0917106 NCalls = 910 -VariableMetric: Iteration # 132 - FCN = 297392.6143185 Edm = 0.0442584 NCalls = 912 -VariableMetric: Iteration # 133 - FCN = 297392.545277 Edm = 0.0173588 NCalls = 914 -VariableMetric: Iteration # 134 - FCN = 297392.512088 Edm = 0.0117861 NCalls = 916 -VariableMetric: Iteration # 135 - FCN = 297392.4798478 Edm = 0.00445372 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297392.4685332 Edm = 0.00283022 NCalls = 920 -VariableMetric: Iteration # 137 - FCN = 297392.4600437 Edm = 0.00280733 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297392.4496998 Edm = 0.00298244 NCalls = 924 -VariableMetric: Iteration # 139 - FCN = 297392.434508 Edm = 0.00569548 NCalls = 926 -VariableMetric: Iteration # 140 - FCN = 297392.419333 Edm = 0.00474371 NCalls = 928 -VariableMetric: Iteration # 141 - FCN = 297392.3951291 Edm = 0.00722823 NCalls = 930 -VariableMetric: Iteration # 142 - FCN = 297392.3808168 Edm = 0.00438623 NCalls = 932 -VariableMetric: Iteration # 143 - FCN = 297392.3713141 Edm = 0.00177323 NCalls = 934 -VariableMetric: Iteration # 144 - FCN = 297392.3659728 Edm = 0.00210205 NCalls = 936 -VariableMetric: Iteration # 145 - FCN = 297392.3545839 Edm = 0.00328102 NCalls = 939 -VariableMetric: Iteration # 146 - FCN = 297392.3470897 Edm = 0.00171444 NCalls = 941 -VariableMetric: Iteration # 147 - FCN = 297392.3420487 Edm = 0.000746489 NCalls = 943 -VariableMetric: Iteration # 148 - FCN = 297392.3397208 Edm = 0.000977719 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 297392.3359846 Edm = 0.000854089 NCalls = 947 -VariableMetric: Iteration # 150 - FCN = 297392.3308915 Edm = 0.00104295 NCalls = 950 -VariableMetric: Iteration # 151 - FCN = 297392.3292575 Edm = 0.000196895 NCalls = 952 -VariableMetric: Iteration # 152 - FCN = 297392.3283465 Edm = 0.000444691 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297392.3252853 Edm = 0.0025008 NCalls = 957 -VariableMetric: Iteration # 154 - FCN = 297392.302493 Edm = 0.0271264 NCalls = 963 -VariableMetric: Iteration # 155 - FCN = 297392.3003625 Edm = 0.00927028 NCalls = 966 -VariableMetric: Iteration # 156 - FCN = 297392.2611433 Edm = 0.0269904 NCalls = 971 -VariableMetric: Iteration # 157 - FCN = 297392.1973912 Edm = 0.0541609 NCalls = 973 -VariableMetric: Iteration # 158 - FCN = 297392.1575135 Edm = 0.0417878 NCalls = 978 -VariableMetric: Iteration # 159 - FCN = 297392.0347037 Edm = 0.106613 NCalls = 982 -VariableMetric: Iteration # 160 - FCN = 297391.9731725 Edm = 0.0868769 NCalls = 984 -VariableMetric: Iteration # 161 - FCN = 297391.845135 Edm = 0.0351975 NCalls = 987 -VariableMetric: Iteration # 162 - FCN = 297391.7333429 Edm = 0.0477796 NCalls = 990 -VariableMetric: Iteration # 163 - FCN = 297391.6840302 Edm = 0.0572716 NCalls = 991 -VariableMetric: Iteration # 164 - FCN = 297391.6306591 Edm = 0.0155862 NCalls = 994 -VariableMetric: Iteration # 165 - FCN = 297391.5496957 Edm = 0.152175 NCalls = 1000 -VariableMetric: Iteration # 166 - FCN = 297391.4613332 Edm = 0.657354 NCalls = 1005 -VariableMetric: Iteration # 167 - FCN = 297391.3881277 Edm = 0.52601 NCalls = 1007 -VariableMetric: Iteration # 168 - FCN = 297391.3301279 Edm = 0.0617512 NCalls = 1011 -VariableMetric: Iteration # 169 - FCN = 297389.7587088 Edm = 0.648153 NCalls = 1019 -VariableMetric: Iteration # 170 - FCN = 297388.6006426 Edm = 0.847006 NCalls = 1021 -VariableMetric: Iteration # 171 - FCN = 297388.2442069 Edm = 2.14856 NCalls = 1023 -VariableMetric: Iteration # 172 - FCN = 297387.6096659 Edm = 0.377044 NCalls = 1026 -VariableMetric: Iteration # 173 - FCN = 297386.4994245 Edm = 0.638181 NCalls = 1030 -VariableMetric: Iteration # 174 - FCN = 297385.5601808 Edm = 0.537929 NCalls = 1033 -VariableMetric: Iteration # 175 - FCN = 297385.0090948 Edm = 0.140362 NCalls = 1035 -VariableMetric: Iteration # 176 - FCN = 297384.7545089 Edm = 0.0967738 NCalls = 1037 -VariableMetric: Iteration # 177 - FCN = 297384.6190174 Edm = 0.0500871 NCalls = 1039 -VariableMetric: Iteration # 178 - FCN = 297384.5620607 Edm = 0.0130372 NCalls = 1041 -VariableMetric: Iteration # 179 - FCN = 297384.5482925 Edm = 0.00440909 NCalls = 1043 -VariableMetric: Iteration # 180 - FCN = 297384.5421224 Edm = 0.00106011 NCalls = 1045 -VariableMetric: Iteration # 181 - FCN = 297384.5408098 Edm = 0.000143872 NCalls = 1047 -VariableMetric: Iteration # 182 - FCN = 297384.5406451 Edm = 2.63357e-05 NCalls = 1049 -VariableMetric: After Hessian - FCN = 297384.5406451 Edm = 8.71991e-05 NCalls = 1528 -VariableMetric: Iteration # 183 - FCN = 297384.5406451 Edm = 8.71991e-05 NCalls = 1528 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330636.0456318 Edm = 37.8555 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330636.0456318 Edm = 37.8555 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306910.1789366 Edm = 22.913 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301502.7049799 Edm = 239.234 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 301422.9873849 Edm = 8.65075 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298278.7600256 Edm = 204.479 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298231.6564446 Edm = 52.1009 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298220.0179505 Edm = 1.31995 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298215.4921101 Edm = 4.40871 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298144.1085344 Edm = 55.7807 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297627.1164379 Edm = 75.3919 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297509.1493513 Edm = 0.894259 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297508.3824865 Edm = 0.126278 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297506.2531226 Edm = 2.68018 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297473.014684 Edm = 27.1738 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297324.7883567 Edm = 4.43052 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297318.1206828 Edm = 0.542154 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297317.5537791 Edm = 0.0143043 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297317.1873749 Edm = 0.362838 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297302.286671 Edm = 9.99727 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297232.7516945 Edm = 8.62246 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297220.7321135 Edm = 2.10975 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297217.0487519 Edm = 0.524083 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297216.4882937 Edm = 0.0210676 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297216.4569034 Edm = 0.00559101 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297216.4425134 Edm = 0.0127313 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297215.8559675 Edm = 0.590199 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297208.5764753 Edm = 0.0235664 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297199.155927 Edm = 14.8175 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297191.9361207 Edm = 3.2708 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297187.6257575 Edm = 2.11913 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297184.9023478 Edm = 2.08234 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297180.9102628 Edm = 1.16233 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297179.3456608 Edm = 0.686791 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297178.2799668 Edm = 0.490116 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297177.425566 Edm = 0.0457635 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297177.3591415 Edm = 0.0106826 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297177.3415758 Edm = 0.00371139 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297177.3320867 Edm = 0.00304302 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297177.3199792 Edm = 0.0114906 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297177.2248204 Edm = 0.0508874 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297177.2202521 Edm = 0.00431908 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297177.2046285 Edm = 0.0147993 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297173.6146152 Edm = 1.22252 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297172.4323108 Edm = 0.111024 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297172.3946281 Edm = 0.0102774 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297172.3691906 Edm = 0.00452135 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297172.3511203 Edm = 0.0124981 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297170.9975111 Edm = 1.09651 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297163.1407541 Edm = 0.569671 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297162.306246 Edm = 0.139581 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297161.745675 Edm = 0.210808 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297161.6046082 Edm = 0.071893 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297161.5461063 Edm = 0.00125045 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297161.5443544 Edm = 0.000604418 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297161.531093 Edm = 0.0121303 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297160.3026925 Edm = 0.939743 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297157.9526739 Edm = 0.370842 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297157.7270954 Edm = 0.037834 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297157.6922874 Edm = 0.00516823 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297157.6832209 Edm = 0.000442644 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297157.6825322 Edm = 0.000146126 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297157.6812542 Edm = 0.0012792 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297157.6620433 Edm = 0.0184769 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297156.7390901 Edm = 0.435147 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297156.1898355 Edm = 0.0450548 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297156.1645719 Edm = 0.00390358 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297156.1613912 Edm = 0.000196551 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297156.1608575 Edm = 0.000151279 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297156.1597148 Edm = 0.000881936 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297155.9422788 Edm = 0.194896 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297154.768602 Edm = 0.488727 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297154.529417 Edm = 0.105338 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297154.4482264 Edm = 0.0237789 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297154.3731767 Edm = 0.0303775 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297154.327943 Edm = 0.024193 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297154.3104164 Edm = 0.00293988 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297154.3056053 Edm = 0.000568359 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297154.3049826 Edm = 0.000130728 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297154.3047769 Edm = 9.09069e-05 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297154.3020663 Edm = 0.00258173 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297154.132448 Edm = 0.193557 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297153.5877651 Edm = 0.0966093 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297153.4738972 Edm = 0.784248 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297153.0181218 Edm = 0.135278 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297152.7309837 Edm = 0.157446 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297152.2577062 Edm = 0.238752 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297152.0569253 Edm = 0.308255 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297151.9581372 Edm = 0.0285645 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297151.9181643 Edm = 0.0101341 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297151.8830329 Edm = 0.0106648 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297151.869824 Edm = 0.0022273 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297151.8675696 Edm = 0.000292105 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297151.8667957 Edm = 0.000361908 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297151.8620697 Edm = 0.00374013 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297151.3812122 Edm = 0.530145 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297150.8338423 Edm = 1.36378 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297150.8203497 Edm = 0.0149685 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297150.7409345 Edm = 0.0810094 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297150.7211631 Edm = 0.0518503 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297150.4022208 Edm = 0.302509 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297148.9061026 Edm = 0.909094 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297148.742615 Edm = 0.246876 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297148.449151 Edm = 0.176195 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297148.3814347 Edm = 0.0308472 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297148.2152812 Edm = 0.133153 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297146.0838136 Edm = 5.61075 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297145.8144262 Edm = 0.2221 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297145.1875747 Edm = 2.13674 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297143.8646481 Edm = 0.792284 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297143.6061157 Edm = 0.61775 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297142.3980441 Edm = 0.458573 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297141.793701 Edm = 0.412192 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297141.5326043 Edm = 0.513855 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297140.0524383 Edm = 1.06023 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297137.5567702 Edm = 0.55655 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297137.2940169 Edm = 0.223475 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297137.1177058 Edm = 0.00762312 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297137.1106266 Edm = 0.00304868 NCalls = 373 -VariableMetric: Iteration # 118 - FCN = 297137.10773 Edm = 0.00264591 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297137.0962733 Edm = 0.0113987 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297137.0137797 Edm = 0.0494237 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297136.8874394 Edm = 0.0291632 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297136.8601031 Edm = 0.00485932 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297136.8520709 Edm = 0.00480733 NCalls = 390 -VariableMetric: Iteration # 124 - FCN = 297136.8274757 Edm = 0.0189624 NCalls = 393 -VariableMetric: Iteration # 125 - FCN = 297136.672679 Edm = 0.118911 NCalls = 397 -VariableMetric: Iteration # 126 - FCN = 297135.6859047 Edm = 2.35488 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297135.5218605 Edm = 1.23581 NCalls = 407 -VariableMetric: Iteration # 128 - FCN = 297133.8506578 Edm = 3.45585 NCalls = 410 -VariableMetric: Iteration # 129 - FCN = 297133.5766967 Edm = 0.257315 NCalls = 413 -VariableMetric: Iteration # 130 - FCN = 297131.3744869 Edm = 1.47391 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297130.0501638 Edm = 0.530202 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297129.1789769 Edm = 0.127824 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297129.0052911 Edm = 0.0882742 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297128.8634854 Edm = 0.116844 NCalls = 428 -VariableMetric: Iteration # 135 - FCN = 297128.4431971 Edm = 0.278089 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297127.5114936 Edm = 0.489976 NCalls = 435 -VariableMetric: Iteration # 137 - FCN = 297127.1682712 Edm = 0.110472 NCalls = 437 -VariableMetric: Iteration # 138 - FCN = 297127.0964207 Edm = 0.0369261 NCalls = 439 -VariableMetric: Iteration # 139 - FCN = 297127.0693921 Edm = 0.00708088 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297127.0435316 Edm = 0.0127381 NCalls = 442 -VariableMetric: Iteration # 141 - FCN = 297127.0220714 Edm = 0.00482787 NCalls = 445 -VariableMetric: Iteration # 142 - FCN = 297127.0180156 Edm = 0.00140619 NCalls = 447 -VariableMetric: Iteration # 143 - FCN = 297127.0153543 Edm = 0.000517629 NCalls = 450 -VariableMetric: Iteration # 144 - FCN = 297127.0141681 Edm = 0.000124357 NCalls = 453 -VariableMetric: Iteration # 145 - FCN = 297127.0139492 Edm = 2.8178e-05 NCalls = 455 -VariableMetric: After Hessian - FCN = 297127.0139492 Edm = 0.732483 NCalls = 938 -VariableMetric: Iteration # 146 - FCN = 297127.0139492 Edm = 0.732483 NCalls = 938 -VariableMetric: Iteration # 147 - FCN = 297126.306634 Edm = 4.01203 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297125.3809574 Edm = 1.43274 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297125.1627409 Edm = 0.296687 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297124.8124055 Edm = 0.285825 NCalls = 950 -VariableMetric: Iteration # 151 - FCN = 297124.5854963 Edm = 0.0896152 NCalls = 954 -VariableMetric: Iteration # 152 - FCN = 297124.4008634 Edm = 0.410708 NCalls = 957 -VariableMetric: Iteration # 153 - FCN = 297122.8120018 Edm = 3.95203 NCalls = 965 -VariableMetric: Iteration # 154 - FCN = 297122.7107811 Edm = 0.499118 NCalls = 968 -VariableMetric: Iteration # 155 - FCN = 297122.1720821 Edm = 6.87191 NCalls = 972 -VariableMetric: Iteration # 156 - FCN = 297119.8421398 Edm = 3.54557 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297119.5207431 Edm = 1.6762 NCalls = 981 -VariableMetric: Iteration # 158 - FCN = 297118.8454186 Edm = 1.22356 NCalls = 984 -VariableMetric: Iteration # 159 - FCN = 297116.4094498 Edm = 2.21256 NCalls = 989 -VariableMetric: Iteration # 160 - FCN = 297114.0278575 Edm = 0.356205 NCalls = 990 -VariableMetric: Iteration # 161 - FCN = 297113.6448637 Edm = 0.107115 NCalls = 992 -VariableMetric: Iteration # 162 - FCN = 297112.9816655 Edm = 0.270312 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297112.645392 Edm = 0.27849 NCalls = 998 -VariableMetric: Iteration # 164 - FCN = 297112.3855292 Edm = 0.0984048 NCalls = 1000 -VariableMetric: Iteration # 165 - FCN = 297112.2068362 Edm = 0.109592 NCalls = 1003 -VariableMetric: Iteration # 166 - FCN = 297112.1118248 Edm = 0.0616376 NCalls = 1005 -VariableMetric: Iteration # 167 - FCN = 297112.0117921 Edm = 0.0322421 NCalls = 1007 -VariableMetric: Iteration # 168 - FCN = 297111.9337014 Edm = 0.0351579 NCalls = 1009 -VariableMetric: Iteration # 169 - FCN = 297111.862211 Edm = 0.0200335 NCalls = 1011 -VariableMetric: Iteration # 170 - FCN = 297111.8091698 Edm = 0.0233224 NCalls = 1013 -VariableMetric: Iteration # 171 - FCN = 297111.7608225 Edm = 0.0210622 NCalls = 1016 -VariableMetric: Iteration # 172 - FCN = 297111.7265341 Edm = 0.00864101 NCalls = 1018 -VariableMetric: Iteration # 173 - FCN = 297111.7063963 Edm = 0.00609626 NCalls = 1020 -VariableMetric: Iteration # 174 - FCN = 297111.6922384 Edm = 0.00538482 NCalls = 1022 -VariableMetric: Iteration # 175 - FCN = 297111.6804765 Edm = 0.00209936 NCalls = 1024 -VariableMetric: Iteration # 176 - FCN = 297111.6756625 Edm = 0.00131879 NCalls = 1026 -VariableMetric: Iteration # 177 - FCN = 297111.6673382 Edm = 0.00464842 NCalls = 1029 -VariableMetric: Iteration # 178 - FCN = 297111.651027 Edm = 0.00881318 NCalls = 1032 -VariableMetric: Iteration # 179 - FCN = 297111.6414796 Edm = 0.00543843 NCalls = 1034 -VariableMetric: Iteration # 180 - FCN = 297111.6341575 Edm = 0.00373242 NCalls = 1037 -VariableMetric: Iteration # 181 - FCN = 297111.6200435 Edm = 0.00595916 NCalls = 1040 -VariableMetric: Iteration # 182 - FCN = 297111.6097138 Edm = 0.008565 NCalls = 1043 -VariableMetric: Iteration # 183 - FCN = 297111.6035617 Edm = 0.00352824 NCalls = 1045 -VariableMetric: Iteration # 184 - FCN = 297111.5976263 Edm = 0.00478902 NCalls = 1048 -VariableMetric: Iteration # 185 - FCN = 297111.5853114 Edm = 0.0124736 NCalls = 1052 -VariableMetric: Iteration # 186 - FCN = 297111.5734431 Edm = 0.0130876 NCalls = 1056 -VariableMetric: Iteration # 187 - FCN = 297111.5660594 Edm = 0.00897025 NCalls = 1060 -VariableMetric: Iteration # 188 - FCN = 297111.5529237 Edm = 0.00505308 NCalls = 1063 -VariableMetric: Iteration # 189 - FCN = 297111.5473142 Edm = 0.00363333 NCalls = 1064 -VariableMetric: Iteration # 190 - FCN = 297111.5448978 Edm = 0.00154005 NCalls = 1066 -VariableMetric: Iteration # 191 - FCN = 297111.5408292 Edm = 0.00214965 NCalls = 1068 -VariableMetric: Iteration # 192 - FCN = 297111.5389413 Edm = 0.00139828 NCalls = 1069 -VariableMetric: Iteration # 193 - FCN = 297111.5372244 Edm = 0.000249539 NCalls = 1072 -VariableMetric: Iteration # 194 - FCN = 297111.5367685 Edm = 4.78159e-05 NCalls = 1075 -VariableMetric: After Hessian - FCN = 297111.5367685 Edm = 0.000132011 NCalls = 1566 -VariableMetric: Iteration # 195 - FCN = 297111.5367685 Edm = 0.000132011 NCalls = 1566 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308468.6501299 Edm = 227.904 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308468.6501299 Edm = 227.904 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307263.978112 Edm = 19.2721 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 307239.7894538 Edm = 35.5391 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 298858.9354047 Edm = 10.0723 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298847.4386943 Edm = 48.1189 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298631.0241848 Edm = 2.19248 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298627.3660205 Edm = 1.2797 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298550.6523499 Edm = 81.6714 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298467.517273 Edm = 50.5786 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298131.1433001 Edm = 9.0901 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298122.6434112 Edm = 0.585389 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298122.1537955 Edm = 0.0570965 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298119.2588195 Edm = 2.88679 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298056.8933995 Edm = 39.7564 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298052.4917012 Edm = 0.0675989 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298052.2614463 Edm = 0.186089 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298024.093405 Edm = 25.677 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297747.0298947 Edm = 88.5918 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297627.573 Edm = 8.08827 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297623.2539184 Edm = 3.2672 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297621.0991 Edm = 0.0628308 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297620.6775977 Edm = 0.363896 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297522.5103968 Edm = 61.7625 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297390.4260812 Edm = 48.5805 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297355.8340998 Edm = 2.08094 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297353.2046839 Edm = 0.0637168 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297353.1249057 Edm = 0.00434327 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297353.0956641 Edm = 0.0287547 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297349.4431547 Edm = 1.98948 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297341.9038662 Edm = 0.31665 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297341.4055485 Edm = 0.0196745 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297341.3706673 Edm = 0.00481516 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297341.3515497 Edm = 0.010062 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297341.0903602 Edm = 0.213236 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297334.9959062 Edm = 2.15147 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297329.7630306 Edm = 0.806304 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297329.112362 Edm = 0.0693569 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297329.0351582 Edm = 0.00699458 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297329.0208318 Edm = 0.00184482 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297329.0141584 Edm = 0.0047021 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297328.8225452 Edm = 0.165544 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297322.0384269 Edm = 2.74935 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297318.8829741 Edm = 0.532348 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297318.4615269 Edm = 0.126975 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297318.3674149 Edm = 0.0215416 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297318.3522607 Edm = 0.00385755 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297318.3486788 Edm = 0.000384026 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297318.3475074 Edm = 0.000821725 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297318.1945742 Edm = 0.156089 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297318.1632794 Edm = 0.0284247 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297315.0836393 Edm = 0.580722 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297313.9637035 Edm = 0.0849096 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297313.8668792 Edm = 0.00295309 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297313.8638752 Edm = 0.000240736 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297313.8626371 Edm = 0.000877536 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297313.8141478 Edm = 0.0475491 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297312.2594628 Edm = 0.36295 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297311.8269703 Edm = 0.0389403 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297311.7836304 Edm = 0.00452795 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297311.7790803 Edm = 0.000685661 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297311.7783909 Edm = 0.000219458 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297311.7770932 Edm = 0.0013754 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297311.6991724 Edm = 0.0756494 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297310.2754819 Edm = 0.165081 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297310.1037965 Edm = 0.0151702 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297310.0869291 Edm = 0.00102353 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297310.0857141 Edm = 0.000108396 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297310.0853764 Edm = 0.000189451 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297310.0810798 Edm = 0.0034766 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297309.9852509 Edm = 0.0775983 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297308.8849731 Edm = 0.043686 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297308.8428184 Edm = 0.00110747 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297308.8417665 Edm = 0.000107571 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297308.8416313 Edm = 3.09924e-05 NCalls = 236 -VariableMetric: After Hessian - FCN = 297308.8416313 Edm = 12.9124 NCalls = 711 -VariableMetric: Iteration # 74 - FCN = 297308.8416313 Edm = 12.9124 NCalls = 711 -VariableMetric: Iteration # 75 - FCN = 297305.9598727 Edm = 5.54153 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297304.407106 Edm = 3.85937 NCalls = 724 -VariableMetric: Iteration # 77 - FCN = 297301.2859916 Edm = 2.30429 NCalls = 726 -VariableMetric: Iteration # 78 - FCN = 297299.9529524 Edm = 1.85623 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297298.9999645 Edm = 1.49954 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297297.8199894 Edm = 0.108372 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297297.7400618 Edm = 0.0652604 NCalls = 736 -VariableMetric: Iteration # 82 - FCN = 297297.6475562 Edm = 0.249428 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297297.522086 Edm = 0.720378 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297297.2223983 Edm = 1.26148 NCalls = 753 -VariableMetric: Iteration # 85 - FCN = 297297.0258579 Edm = 0.573748 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297296.883841 Edm = 1.14664 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297296.5371005 Edm = 0.849198 NCalls = 763 -VariableMetric: Iteration # 88 - FCN = 297294.1308882 Edm = 1.79208 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297291.5883772 Edm = 0.863524 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297290.4463242 Edm = 0.228207 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297290.1623707 Edm = 0.133643 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297290.0046275 Edm = 0.0876945 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297289.8982091 Edm = 0.0218319 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297289.8693659 Edm = 0.00640961 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297289.8619669 Edm = 0.0012214 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297289.8602793 Edm = 0.000306269 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297289.8596401 Edm = 0.000253852 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297289.8590516 Edm = 0.000236841 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297289.8584399 Edm = 7.04375e-05 NCalls = 792 -VariableMetric: After Hessian - FCN = 297289.8584399 Edm = 0.000125745 NCalls = 1277 -VariableMetric: Iteration # 100 - FCN = 297289.8584399 Edm = 0.000125745 NCalls = 1277 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305787.285564 Edm = 18.8469 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305787.285564 Edm = 18.8469 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302278.1928609 Edm = 1.50998 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302276.379975 Edm = 2.13347 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301761.9895405 Edm = 389.911 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297888.1610989 Edm = 92.8592 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297800.2839507 Edm = 224.08 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297497.8827959 Edm = 11.1971 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297486.7722809 Edm = 0.631077 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297486.3190448 Edm = 0.0708322 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297474.472073 Edm = 8.74681 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297451.3546949 Edm = 0.0426323 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297451.1738187 Edm = 0.158641 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297433.275069 Edm = 18.7488 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297433.0522897 Edm = 0.192166 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297368.4607924 Edm = 0.97721 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297216.6974792 Edm = 19.8352 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297204.4304094 Edm = 2.56757 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297201.8546553 Edm = 0.0720866 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297201.7538531 Edm = 0.0183989 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297199.6505796 Edm = 1.98841 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297093.8686686 Edm = 4.96597 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297084.2090959 Edm = 1.77214 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297081.6142233 Edm = 1.00966 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297080.708611 Edm = 0.177842 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297080.4224796 Edm = 0.00772402 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297080.3987292 Edm = 0.0161409 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297078.2613111 Edm = 1.65266 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297050.4810131 Edm = 4.92584 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297046.9266163 Edm = 0.163025 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297046.7744364 Edm = 0.0251569 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297046.7476761 Edm = 0.00317741 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297046.7265364 Edm = 0.0194193 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297045.8656658 Edm = 0.918657 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297045.7742315 Edm = 0.0889096 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297041.2872621 Edm = 0.537148 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297031.5010451 Edm = 2.93553 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297029.0365982 Edm = 0.475192 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297028.378927 Edm = 0.0401747 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297028.3224369 Edm = 0.00171865 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297028.3197697 Edm = 0.000640792 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297028.3128333 Edm = 0.00691095 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297028.0406447 Edm = 0.245601 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297017.034108 Edm = 2.80071 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297012.5302291 Edm = 11.6854 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297009.8604878 Edm = 16.6827 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297005.643868 Edm = 2.61803 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297003.5007538 Edm = 1.82212 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297000.9108402 Edm = 1.25457 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297000.3259207 Edm = 1.64071 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 296998.4294858 Edm = 1.71474 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 296996.5695089 Edm = 1.9483 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 296992.0728163 Edm = 3.28776 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 296990.8111616 Edm = 3.3832 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 296983.9879821 Edm = 2.12433 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 296982.4884956 Edm = 0.481226 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 296982.1738303 Edm = 0.120685 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 296982.0761798 Edm = 0.0238196 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 296982.033437 Edm = 0.0078009 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 296982.0262371 Edm = 0.00177719 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 296982.0095994 Edm = 0.0141652 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 296981.3584408 Edm = 0.644536 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 296978.2445063 Edm = 1.95077 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 296971.2392157 Edm = 0.927172 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 296970.5947005 Edm = 0.214328 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 296970.2159463 Edm = 0.0260354 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 296970.1870861 Edm = 0.00300605 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 296970.1839946 Edm = 0.000559551 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 296970.1829461 Edm = 0.000506009 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 296970.1712875 Edm = 0.0124588 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 296969.7613674 Edm = 0.409143 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 296969.7559515 Edm = 0.00479256 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 296969.1195049 Edm = 0.598367 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 296969.091834 Edm = 0.0198407 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 296968.5594755 Edm = 0.227373 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 296967.7763113 Edm = 2.12234 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 296966.6629952 Edm = 0.535945 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 296964.7506685 Edm = 0.681111 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 296963.0645941 Edm = 0.0415592 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 296963.0242598 Edm = 0.00282928 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 296963.0209716 Edm = 0.000239916 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 296963.0206513 Edm = 9.64273e-05 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 296963.0191104 Edm = 0.00145814 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 296962.9991215 Edm = 0.0185495 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 296962.7353969 Edm = 0.188901 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 296961.530065 Edm = 0.171248 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 296961.3217324 Edm = 0.0148702 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 296961.3038466 Edm = 0.000942715 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 296961.3028213 Edm = 7.79862e-05 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 296961.302722 Edm = 3.26476e-05 NCalls = 287 -VariableMetric: After Hessian - FCN = 296961.302722 Edm = 4.33928 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 296961.302722 Edm = 4.33928 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 296960.7399084 Edm = 2403.35 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 296960.7373217 Edm = 424.531 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 296960.597089 Edm = 2658.65 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 296960.5089667 Edm = 500.135 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 296960.5041155 Edm = 430.037 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 296960.4466894 Edm = 38.3171 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 296960.41441 Edm = 161.728 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 296959.921107 Edm = 582.275 NCalls = 794 -VariableMetric: Iteration # 98 - FCN = 296958.8521146 Edm = 95.3338 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 296958.6175303 Edm = 83.7357 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 296958.4347361 Edm = 137.712 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 296958.3044777 Edm = 410.706 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 296958.2117995 Edm = 35.5819 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 296957.6163471 Edm = 55.7282 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 296956.9373961 Edm = 6.80881 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 296956.3952448 Edm = 8.07836 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 296955.6093404 Edm = 2.95419 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 296955.1865956 Edm = 15.5857 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 296954.7460581 Edm = 4.37206 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 296953.7804058 Edm = 8.28642 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 296951.8906183 Edm = 10.1319 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 296950.9947198 Edm = 2.68645 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 296950.3264834 Edm = 2.35537 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 296949.1279151 Edm = 0.828516 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 296948.9214383 Edm = 0.450147 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 296948.678399 Edm = 0.159771 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 296948.3515685 Edm = 0.243528 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 296948.139698 Edm = 0.563547 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 296947.9739287 Edm = 0.370675 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 296947.8440179 Edm = 0.359526 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 296947.7266521 Edm = 0.20449 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 296947.5688682 Edm = 0.124508 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 296947.545277 Edm = 0.0216807 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 296947.5316516 Edm = 0.00606068 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 296947.5263412 Edm = 0.00212814 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 296947.5224475 Edm = 0.00184793 NCalls = 864 -VariableMetric: Iteration # 126 - FCN = 296947.5172588 Edm = 0.00538266 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 296947.5088496 Edm = 0.00654135 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 296947.4976609 Edm = 0.00996994 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 296947.4934 Edm = 0.00635695 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 296947.4874461 Edm = 0.00422223 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 296947.483113 Edm = 0.00547545 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 296947.4762461 Edm = 0.00583405 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 296947.4688404 Edm = 0.0138446 NCalls = 889 -VariableMetric: Iteration # 134 - FCN = 296947.4643364 Edm = 0.00751207 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 296947.4454904 Edm = 0.0238385 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 296947.4284989 Edm = 0.0420416 NCalls = 903 -VariableMetric: Iteration # 137 - FCN = 296947.4113098 Edm = 0.0258142 NCalls = 908 -VariableMetric: Iteration # 138 - FCN = 296947.3830676 Edm = 0.0403466 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 296947.3540759 Edm = 0.0134581 NCalls = 917 -VariableMetric: Iteration # 140 - FCN = 296947.3369013 Edm = 0.00892098 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 296947.3283632 Edm = 0.00794811 NCalls = 922 -VariableMetric: Iteration # 142 - FCN = 296947.3186141 Edm = 0.00392737 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 296947.3105601 Edm = 0.00437877 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 296947.3004729 Edm = 0.00971812 NCalls = 931 -VariableMetric: Iteration # 145 - FCN = 296947.2862117 Edm = 0.0283964 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 296947.2630062 Edm = 0.0134817 NCalls = 938 -VariableMetric: Iteration # 147 - FCN = 296947.2550688 Edm = 0.0196149 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 296947.2318138 Edm = 0.0134066 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 296947.2122072 Edm = 0.00417398 NCalls = 948 -VariableMetric: Iteration # 150 - FCN = 296947.2027803 Edm = 0.00198601 NCalls = 950 -VariableMetric: Iteration # 151 - FCN = 296947.200513 Edm = 0.00157439 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 296947.1991318 Edm = 0.0017389 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 296947.1967991 Edm = 0.00191587 NCalls = 956 -VariableMetric: Iteration # 154 - FCN = 296947.1919012 Edm = 0.00227031 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 296947.189424 Edm = 0.00101693 NCalls = 962 -VariableMetric: Iteration # 156 - FCN = 296947.1885049 Edm = 0.000275431 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 296947.187766 Edm = 0.000107735 NCalls = 968 -VariableMetric: Iteration # 158 - FCN = 296947.1876066 Edm = 2.39309e-05 NCalls = 970 -VariableMetric: After Hessian - FCN = 296947.1876066 Edm = 0.00212891 NCalls = 1451 -VariableMetric: Iteration # 159 - FCN = 296947.1876066 Edm = 0.00212891 NCalls = 1451 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319641.5227425 Edm = 49.7609 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319641.5227425 Edm = 49.7609 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 317571.8759716 Edm = 58.0462 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 311267.1275165 Edm = 51829.3 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 302814.0544142 Edm = 1348.98 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 298009.8995849 Edm = 36.6695 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 297963.0696763 Edm = 105.728 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 297848.5684245 Edm = 0.113072 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 297847.733041 Edm = 0.552845 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 297830.663664 Edm = 10.327 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 297761.4582224 Edm = 0.502364 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297760.7010736 Edm = 0.0965558 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297760.4124848 Edm = 0.118408 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297752.8140741 Edm = 6.79192 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297616.6907342 Edm = 15.0805 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297593.9689405 Edm = 1.84551 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297590.5818774 Edm = 2.6687 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297588.8748191 Edm = 0.238802 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297588.5902831 Edm = 0.0278689 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297586.4924598 Edm = 1.96278 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297458.5374519 Edm = 12.3601 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297443.4147512 Edm = 0.611132 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297442.5311847 Edm = 0.167446 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297442.3476863 Edm = 0.0216078 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297442.1326657 Edm = 0.109153 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297437.4875169 Edm = 4.87159 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297420.4285264 Edm = 13.4068 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297404.5067189 Edm = 26.5404 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297404.0052023 Edm = 0.152365 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297402.7925192 Edm = 1.04847 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297394.4147711 Edm = 4.48085 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297381.9425749 Edm = 1.8065 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297380.1108971 Edm = 0.0652757 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297380.0250879 Edm = 0.0119566 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297379.9957628 Edm = 0.00640142 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297379.9612948 Edm = 0.0131539 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297379.2731897 Edm = 0.633677 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297346.4444542 Edm = 2.85601 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297342.899885 Edm = 0.784361 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297342.1332186 Edm = 0.490627 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297341.5024874 Edm = 0.195252 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297341.2670943 Edm = 0.0845315 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297341.187393 Edm = 0.00767681 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297341.1791105 Edm = 0.00229617 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297341.1753652 Edm = 0.00149581 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297341.1366586 Edm = 0.0347154 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297340.0262835 Edm = 1.65886 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297337.4535276 Edm = 1.94372 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297333.2151183 Edm = 2.0317 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297332.3263045 Edm = 0.157514 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297332.1872175 Edm = 0.00498011 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297332.1813083 Edm = 0.00274992 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297332.1626511 Edm = 0.00896937 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297332.1505776 Edm = 0.00390507 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297332.140453 Edm = 0.00713506 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297331.7337179 Edm = 0.323458 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297329.7889021 Edm = 2.98401 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297328.1062891 Edm = 0.796396 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297326.5340875 Edm = 0.113831 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297326.3067931 Edm = 0.0817488 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297326.172104 Edm = 0.0157175 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297326.1570811 Edm = 0.00280698 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297326.1528575 Edm = 0.00102959 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297326.1508834 Edm = 0.00056408 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297326.1485973 Edm = 0.00127244 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297326.0171637 Edm = 0.271577 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297326.0125784 Edm = 0.0309616 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297326.0046914 Edm = 0.00190769 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297325.9840824 Edm = 0.0200294 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297325.8631369 Edm = 0.263181 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297325.8603229 Edm = 0.00612118 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297325.7585281 Edm = 0.0748747 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297324.8741821 Edm = 0.755453 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297324.5570719 Edm = 0.427187 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297323.9976197 Edm = 0.0780766 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297323.8898539 Edm = 0.0161316 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297323.8746648 Edm = 0.00764927 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297323.8376882 Edm = 0.0358246 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297323.0784575 Edm = 0.65321 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297321.6344734 Edm = 0.358782 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297321.2973147 Edm = 0.0764218 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297321.2391735 Edm = 0.0199483 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297321.1779713 Edm = 0.0237029 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297321.14181 Edm = 0.0112948 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297321.1345779 Edm = 0.00557902 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297321.1255047 Edm = 0.00309521 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297321.1195528 Edm = 0.001264 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297321.1172371 Edm = 0.00097293 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297321.1166859 Edm = 0.000335421 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297321.116078 Edm = 0.000212839 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297321.1155792 Edm = 0.00031441 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297321.1147342 Edm = 0.000632041 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297321.1082258 Edm = 0.00467042 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297321.0989757 Edm = 0.0289292 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297321.0774265 Edm = 0.0146121 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297320.9647459 Edm = 0.152925 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297320.8721439 Edm = 0.0930922 NCalls = 317 -VariableMetric: Iteration # 96 - FCN = 297320.4685707 Edm = 0.180622 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297319.5521744 Edm = 2.79616 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297319.1902871 Edm = 0.251642 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297319.0417622 Edm = 3.56569 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297318.2968628 Edm = 0.186971 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297317.982597 Edm = 0.0331684 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297317.9509304 Edm = 0.00106926 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297317.9499104 Edm = 0.000118334 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297317.9495233 Edm = 0.00029898 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297317.9421851 Edm = 0.00766061 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297317.8341807 Edm = 0.0499072 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297316.8582347 Edm = 0.671599 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297316.2783473 Edm = 1.46308 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297315.5947485 Edm = 0.159503 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297315.4887802 Edm = 0.0333034 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297315.457944 Edm = 0.0057687 NCalls = 365 -VariableMetric: Iteration # 112 - FCN = 297315.4509193 Edm = 0.00123153 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297315.4492237 Edm = 0.000788819 NCalls = 369 -VariableMetric: Iteration # 114 - FCN = 297315.4428659 Edm = 0.00618189 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297315.3638849 Edm = 0.125915 NCalls = 378 -VariableMetric: Iteration # 116 - FCN = 297315.3621452 Edm = 0.00128206 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297315.2840807 Edm = 0.084768 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297315.2558995 Edm = 0.0258086 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297314.4390206 Edm = 0.396934 NCalls = 400 -VariableMetric: Iteration # 120 - FCN = 297313.9889824 Edm = 0.0421709 NCalls = 402 -VariableMetric: Iteration # 121 - FCN = 297313.9662288 Edm = 0.0428474 NCalls = 404 -VariableMetric: Iteration # 122 - FCN = 297313.9358014 Edm = 0.0156275 NCalls = 406 -VariableMetric: Iteration # 123 - FCN = 297313.8956078 Edm = 0.0204079 NCalls = 408 -VariableMetric: Iteration # 124 - FCN = 297313.8475314 Edm = 0.00521548 NCalls = 411 -VariableMetric: Iteration # 125 - FCN = 297313.8387735 Edm = 0.000587596 NCalls = 413 -VariableMetric: Iteration # 126 - FCN = 297313.83808 Edm = 0.000581396 NCalls = 415 -VariableMetric: Iteration # 127 - FCN = 297313.8377727 Edm = 2.80509e-05 NCalls = 416 -VariableMetric: After Hessian - FCN = 297313.8377727 Edm = 132.967 NCalls = 895 -VariableMetric: Iteration # 128 - FCN = 297313.8377727 Edm = 132.967 NCalls = 895 -VariableMetric: Iteration # 129 - FCN = 297312.8102745 Edm = 2.37053 NCalls = 899 -VariableMetric: Iteration # 130 - FCN = 297312.3971155 Edm = 1.15098 NCalls = 901 -VariableMetric: Iteration # 131 - FCN = 297310.9977063 Edm = 0.106524 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297310.9010575 Edm = 0.073422 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297310.8285049 Edm = 0.0734333 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297310.7835926 Edm = 0.0384701 NCalls = 910 -VariableMetric: Iteration # 135 - FCN = 297310.7531312 Edm = 0.0173118 NCalls = 913 -VariableMetric: Iteration # 136 - FCN = 297310.7160027 Edm = 0.0283952 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297310.687359 Edm = 0.021929 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297310.6533921 Edm = 0.0167835 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297310.6312018 Edm = 0.00719432 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297310.6230952 Edm = 0.00240965 NCalls = 925 -VariableMetric: Iteration # 141 - FCN = 297310.6192824 Edm = 0.00140714 NCalls = 927 -VariableMetric: Iteration # 142 - FCN = 297310.6160815 Edm = 0.000911718 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297310.6139568 Edm = 0.000503234 NCalls = 931 -VariableMetric: Iteration # 144 - FCN = 297310.6129202 Edm = 0.000218606 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297310.6124277 Edm = 0.000111058 NCalls = 935 -VariableMetric: Iteration # 146 - FCN = 297310.6122003 Edm = 5.37675e-05 NCalls = 937 -VariableMetric: After Hessian - FCN = 297310.6122003 Edm = 6.88739e-05 NCalls = 1422 -VariableMetric: Iteration # 147 - FCN = 297310.6122003 Edm = 6.88739e-05 NCalls = 1422 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313981.1204238 Edm = 986.522 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313981.1204238 Edm = 986.522 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311046.5449999 Edm = 10.1651 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304506.9805611 Edm = 25.6657 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303971.8908734 Edm = 119.212 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 303874.1800796 Edm = 60.1112 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 300214.4884112 Edm = 157.705 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299448.9225329 Edm = 3.12514 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 299445.5571887 Edm = 2.16389 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299412.5758765 Edm = 25.3811 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298143.690655 Edm = 402.094 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297977.6883245 Edm = 121.939 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297832.1321072 Edm = 22.0268 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297767.6177523 Edm = 14.5248 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297744.7788273 Edm = 9.06074 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297674.9402004 Edm = 46.1823 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297466.6789543 Edm = 41.4627 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297446.7928314 Edm = 12.7829 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297432.8193445 Edm = 0.170552 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297432.6047142 Edm = 0.0366346 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297429.4704728 Edm = 0.722878 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297429.2275671 Edm = 1.67217 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297427.642073 Edm = 1.49476 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297420.5091543 Edm = 4.88169 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297418.6281622 Edm = 4.89779 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297411.4858924 Edm = 4.94361 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297409.9573724 Edm = 1.43989 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297408.3065413 Edm = 0.100157 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297408.187849 Edm = 0.0268552 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297408.1255652 Edm = 0.0632203 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297406.9813587 Edm = 1.51136 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297406.8640939 Edm = 0.106292 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297397.0498563 Edm = 8.9682 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297319.2372701 Edm = 14.1846 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297287.8783493 Edm = 9.96272 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297271.9299974 Edm = 1.7172 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297271.0857509 Edm = 1.40967 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297268.4465736 Edm = 1.90542 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297265.9920783 Edm = 1.31875 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297264.7902303 Edm = 0.956493 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297264.4796716 Edm = 0.00510283 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297264.4523335 Edm = 0.0292783 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297263.2521266 Edm = 1.23816 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297263.229569 Edm = 0.0151451 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297262.7854935 Edm = 0.339797 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297259.9940556 Edm = 1.85589 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297249.5121405 Edm = 0.717062 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297248.4329094 Edm = 0.241383 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297246.8496242 Edm = 0.78297 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297246.5695892 Edm = 1.08717 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297245.6117202 Edm = 0.430209 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297245.2518232 Edm = 0.0938076 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297245.132307 Edm = 0.041384 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297245.0292082 Edm = 0.013875 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297245.0105237 Edm = 0.00598718 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297244.9554788 Edm = 0.0537988 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297243.3672333 Edm = 1.21352 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297227.9427394 Edm = 4.08623 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297223.4538005 Edm = 1.77472 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297221.4024559 Edm = 0.807113 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297220.582762 Edm = 0.353891 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297220.2994646 Edm = 0.0286156 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297220.2671311 Edm = 0.00574967 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297220.2598121 Edm = 0.0016357 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297220.2574336 Edm = 0.00107719 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297220.2379922 Edm = 0.0204906 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297219.1628587 Edm = 0.152634 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297215.0855946 Edm = 1.45128 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297212.4136163 Edm = 0.609148 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297211.4795351 Edm = 0.0321886 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297211.439692 Edm = 0.00187513 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297211.4373964 Edm = 0.000983819 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297211.4354484 Edm = 0.00150611 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297211.3850259 Edm = 0.044629 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297208.22814 Edm = 1.39824 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297205.8591452 Edm = 0.794227 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297205.1360109 Edm = 0.488897 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297204.7857511 Edm = 0.0478948 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297204.6451389 Edm = 0.0308812 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297204.5898582 Edm = 0.00334205 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297204.5868782 Edm = 0.000501689 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297204.5861987 Edm = 0.000393085 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297204.5850148 Edm = 0.00130274 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297204.5533587 Edm = 0.0344656 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297204.2547737 Edm = 0.0489285 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297202.4306034 Edm = 0.917495 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297198.258912 Edm = 1.59455 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297197.1456201 Edm = 0.949846 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297196.3153666 Edm = 0.22665 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297196.0023106 Edm = 0.233082 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297195.817187 Edm = 0.0816357 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297195.6917223 Edm = 0.0195913 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297195.6606699 Edm = 0.00260695 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297195.6576401 Edm = 0.000268158 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297195.6570531 Edm = 0.000421065 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297195.6490816 Edm = 0.00719015 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297195.5874073 Edm = 0.0716791 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297195.2135571 Edm = 0.310105 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297192.544154 Edm = 0.224166 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297192.3806699 Edm = 0.0934061 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297192.3355164 Edm = 0.0148135 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297192.3097842 Edm = 0.00140715 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297192.3079665 Edm = 0.000186808 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297192.3075135 Edm = 5.89591e-05 NCalls = 333 -VariableMetric: After Hessian - FCN = 297192.3075135 Edm = 197.703 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297192.3075135 Edm = 197.703 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297192.1826509 Edm = 203.508 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297191.0825388 Edm = 4.161 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297187.585619 Edm = 2.90703 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297186.8819292 Edm = 39903.8 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297186.662463 Edm = 1953.01 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297186.5932277 Edm = 1783.59 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297186.4400787 Edm = 3833.23 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297186.2132602 Edm = 428.246 NCalls = 840 -VariableMetric: Iteration # 112 - FCN = 297186.0566099 Edm = 340.247 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297185.761309 Edm = 58.5457 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297185.5956769 Edm = 58.198 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297185.306781 Edm = 139.825 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297185.134048 Edm = 68.9292 NCalls = 856 -VariableMetric: Iteration # 117 - FCN = 297185.0651708 Edm = 8.70338 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297185.0194391 Edm = 33.9368 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297184.9775507 Edm = 1.24238 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297184.9663871 Edm = 2.80635 NCalls = 868 -VariableMetric: Iteration # 121 - FCN = 297184.9275592 Edm = 1.02514 NCalls = 870 -VariableMetric: Iteration # 122 - FCN = 297184.9001277 Edm = 0.664508 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297184.8589901 Edm = 1.07309 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297184.7393293 Edm = 0.123001 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297184.7354092 Edm = 0.0612436 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297184.721475 Edm = 0.087136 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297184.7154139 Edm = 0.0552678 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297184.7011873 Edm = 0.0287432 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297184.6959494 Edm = 0.0249962 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297184.6925627 Edm = 0.0413155 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297184.689371 Edm = 0.00396189 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297184.6859101 Edm = 0.0139938 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297184.6824161 Edm = 0.00183902 NCalls = 894 -VariableMetric: Iteration # 134 - FCN = 297184.6800477 Edm = 0.000355194 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297184.6797232 Edm = 2.23589e-05 NCalls = 898 -VariableMetric: After Hessian - FCN = 297184.6797232 Edm = 2.78789e-05 NCalls = 1379 -VariableMetric: Iteration # 136 - FCN = 297184.6797232 Edm = 2.78789e-05 NCalls = 1379 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338554.8549873 Edm = 1686.14 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338554.8549873 Edm = 1686.14 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310443.6755726 Edm = 16.8481 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306564.9280317 Edm = 607.018 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 306466.1979042 Edm = 66.0717 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 306420.3749192 Edm = 24.3233 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 302212.549237 Edm = 445.999 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 300363.8564752 Edm = 919.107 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 299701.3219086 Edm = 3512.16 NCalls = 49 -VariableMetric: Iteration # 8 - FCN = 299065.2986601 Edm = 350.617 NCalls = 52 -VariableMetric: Iteration # 9 - FCN = 297694.7559834 Edm = 27.9449 NCalls = 58 -VariableMetric: Iteration # 10 - FCN = 297671.4561135 Edm = 16.4908 NCalls = 60 -VariableMetric: Iteration # 11 - FCN = 297657.3867997 Edm = 0.309377 NCalls = 62 -VariableMetric: Iteration # 12 - FCN = 297655.6939645 Edm = 1.52492 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 297500.6687614 Edm = 22.1443 NCalls = 72 -VariableMetric: Iteration # 14 - FCN = 297465.1544518 Edm = 3.14164 NCalls = 74 -VariableMetric: Iteration # 15 - FCN = 297462.4068262 Edm = 0.0270701 NCalls = 76 -VariableMetric: Iteration # 16 - FCN = 297462.3658604 Edm = 0.0134081 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297461.5844519 Edm = 0.811745 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 297457.9127583 Edm = 3.17269 NCalls = 89 -VariableMetric: Iteration # 19 - FCN = 297431.002145 Edm = 0.0807233 NCalls = 92 -VariableMetric: Iteration # 20 - FCN = 297430.8637721 Edm = 0.0280214 NCalls = 94 -VariableMetric: Iteration # 21 - FCN = 297430.4311465 Edm = 0.514382 NCalls = 98 -VariableMetric: Iteration # 22 - FCN = 297424.3935654 Edm = 4.69699 NCalls = 105 -VariableMetric: Iteration # 23 - FCN = 297367.1180733 Edm = 4.25252 NCalls = 109 -VariableMetric: Iteration # 24 - FCN = 297361.8776785 Edm = 0.244958 NCalls = 111 -VariableMetric: Iteration # 25 - FCN = 297361.5605281 Edm = 0.0337182 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297361.5024016 Edm = 0.0263664 NCalls = 115 -VariableMetric: Iteration # 27 - FCN = 297360.8066988 Edm = 0.551702 NCalls = 119 -VariableMetric: Iteration # 28 - FCN = 297355.2877319 Edm = 0.844928 NCalls = 124 -VariableMetric: Iteration # 29 - FCN = 297353.7711218 Edm = 0.456639 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 297350.9783674 Edm = 2.93701 NCalls = 129 -VariableMetric: Iteration # 31 - FCN = 297350.1292816 Edm = 0.529942 NCalls = 131 -VariableMetric: Iteration # 32 - FCN = 297349.7245419 Edm = 0.0116449 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297349.7071234 Edm = 0.00610125 NCalls = 135 -VariableMetric: Iteration # 34 - FCN = 297349.190584 Edm = 0.496431 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 297349.0500063 Edm = 0.125277 NCalls = 144 -VariableMetric: Iteration # 36 - FCN = 297338.700868 Edm = 3.55658 NCalls = 150 -VariableMetric: Iteration # 37 - FCN = 297334.0344867 Edm = 0.837169 NCalls = 152 -VariableMetric: Iteration # 38 - FCN = 297333.3908195 Edm = 0.472527 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297333.1173406 Edm = 0.0424057 NCalls = 156 -VariableMetric: Iteration # 40 - FCN = 297333.0362996 Edm = 0.0155405 NCalls = 158 -VariableMetric: Iteration # 41 - FCN = 297333.0229366 Edm = 0.00312173 NCalls = 160 -VariableMetric: Iteration # 42 - FCN = 297333.0172804 Edm = 0.00427727 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297332.8111115 Edm = 0.205405 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297322.8877464 Edm = 1.92705 NCalls = 172 -VariableMetric: Iteration # 45 - FCN = 297319.9645648 Edm = 0.148948 NCalls = 176 -VariableMetric: Iteration # 46 - FCN = 297319.7463673 Edm = 0.0200392 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297319.7083802 Edm = 0.00267814 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297319.7023269 Edm = 0.00240526 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297319.6815984 Edm = 0.0178955 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297318.8402066 Edm = 0.553759 NCalls = 189 -VariableMetric: Iteration # 51 - FCN = 297314.4085598 Edm = 2.61669 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297309.8665867 Edm = 1.70744 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297307.866669 Edm = 1.08946 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297307.0563642 Edm = 0.0771507 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297306.9456823 Edm = 0.0147136 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297306.9300289 Edm = 0.0109514 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297306.9237697 Edm = 0.00104388 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297306.9206483 Edm = 0.00166035 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297306.8832008 Edm = 0.0310383 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297304.7397817 Edm = 1.00145 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297302.2464033 Edm = 0.341528 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297301.9006285 Edm = 0.0296842 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297301.8756222 Edm = 0.00175497 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297301.8738044 Edm = 0.000545891 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297301.8687677 Edm = 0.00460409 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297301.7505739 Edm = 0.0998369 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297298.2993253 Edm = 2.05725 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297296.5007295 Edm = 1.06947 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297295.5592353 Edm = 0.165993 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297295.2666672 Edm = 0.0557765 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297295.1777338 Edm = 0.0121767 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297295.1624955 Edm = 0.00070069 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297295.1608792 Edm = 0.000815466 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297295.1312533 Edm = 0.0245417 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297294.3869272 Edm = 0.579485 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297287.5709683 Edm = 2.3131 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297284.9833245 Edm = 2.19724 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297283.9721209 Edm = 0.245865 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297283.7265713 Edm = 0.0769101 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297283.6691673 Edm = 0.00904689 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297283.6585389 Edm = 0.000871597 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297283.6567265 Edm = 0.00108902 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297283.6129915 Edm = 0.040769 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297282.8310044 Edm = 0.781725 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297281.9218144 Edm = 0.745321 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297274.9927629 Edm = 0.756067 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297274.2280617 Edm = 0.377922 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297273.9178938 Edm = 0.0351058 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297273.8891983 Edm = 0.00361286 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297273.8864032 Edm = 0.000423851 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297273.8858724 Edm = 0.000249254 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297273.8853951 Edm = 0.00035967 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297273.8837718 Edm = 0.00131728 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297273.8602165 Edm = 0.0256153 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297273.1410415 Edm = 0.391576 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297272.5632077 Edm = 0.0563962 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297272.5005756 Edm = 0.00464387 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297272.4945649 Edm = 0.000695574 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297272.4940064 Edm = 0.000139952 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297272.49383 Edm = 3.09862e-05 NCalls = 324 -VariableMetric: After Hessian - FCN = 297272.49383 Edm = 1.50965 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297272.49383 Edm = 1.50965 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297270.9823989 Edm = 0.120749 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297270.8918046 Edm = 0.0231285 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297270.876564 Edm = 0.00599699 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297270.8697418 Edm = 0.00117049 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297270.8671825 Edm = 0.000430116 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297270.866567 Edm = 6.55144e-05 NCalls = 814 -VariableMetric: After Hessian - FCN = 297270.866567 Edm = 6.48304e-05 NCalls = 1295 -VariableMetric: Iteration # 108 - FCN = 297270.866567 Edm = 6.48304e-05 NCalls = 1295 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307324.2513769 Edm = 26.7261 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307324.2513769 Edm = 26.7261 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301092.4711867 Edm = 7.25813 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300838.8308461 Edm = 348.856 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300748.1997877 Edm = 4.52635 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 300432.8684021 Edm = 227.622 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298888.7994069 Edm = 64.8866 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298692.5942526 Edm = 240.231 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298538.8132556 Edm = 1.32545 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298506.8297313 Edm = 34.979 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 298281.8313809 Edm = 177.706 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297822.0893874 Edm = 26.4772 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297800.0097478 Edm = 0.868868 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297798.9993956 Edm = 0.0983775 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297798.6934283 Edm = 0.541366 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297773.6364165 Edm = 8.65088 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297760.6594061 Edm = 2.63904 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297758.5861419 Edm = 0.41823 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297757.8976042 Edm = 0.0207685 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297757.8102128 Edm = 0.0626026 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297750.0638681 Edm = 5.72639 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297728.6288265 Edm = 4.83779 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297723.4023473 Edm = 0.22477 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297722.9027064 Edm = 0.154546 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297722.3586455 Edm = 0.393629 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297691.7104425 Edm = 17.5019 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297652.1060877 Edm = 8.40881 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297639.5890867 Edm = 3.38519 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297634.7269541 Edm = 1.57379 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297633.1653278 Edm = 0.397651 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297632.7549775 Edm = 0.221849 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297632.3133438 Edm = 0.304384 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297631.6392594 Edm = 0.173088 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297631.4694694 Edm = 0.163971 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297631.3574155 Edm = 0.0344887 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297631.274567 Edm = 0.0373348 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297631.1755109 Edm = 0.0782065 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297630.3871304 Edm = 0.824256 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297627.7933644 Edm = 1.80167 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297620.4827813 Edm = 44.0928 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297596.250478 Edm = 14.3596 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297569.8636927 Edm = 11.9351 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297557.7735836 Edm = 19.1314 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297544.408352 Edm = 18.6713 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297470.2649932 Edm = 6.03959 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297453.5220546 Edm = 57.4964 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297446.5130999 Edm = 6.17351 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297404.3141959 Edm = 13.6939 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297393.4994449 Edm = 21.337 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297374.7567267 Edm = 3.06431 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297371.4172582 Edm = 1.18474 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297368.6569824 Edm = 0.81142 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297365.9441608 Edm = 0.502039 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297363.79657 Edm = 0.728832 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297362.8753861 Edm = 1.13242 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297362.4988988 Edm = 0.0855112 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297362.4050924 Edm = 0.00953183 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297362.35045 Edm = 0.0481877 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297362.110725 Edm = 0.128747 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297361.8394363 Edm = 0.0708923 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297361.7776914 Edm = 0.0618561 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297361.6571495 Edm = 0.0536367 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297361.2517322 Edm = 0.205324 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297360.977396 Edm = 0.597215 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297360.0264876 Edm = 0.579017 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297357.947854 Edm = 1.50871 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297352.2327702 Edm = 7.93939 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297333.5458718 Edm = 15.6309 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297321.6199653 Edm = 16.9693 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297313.0620859 Edm = 20.5182 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297307.3888892 Edm = 3.04338 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297301.0969223 Edm = 2.03965 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297297.9320544 Edm = 0.806328 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297296.2272972 Edm = 0.887636 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297295.4034416 Edm = 0.165142 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297295.262454 Edm = 0.0176736 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297295.2456733 Edm = 0.00796418 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297295.2287263 Edm = 0.0102071 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297295.2164733 Edm = 0.000821086 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297295.212441 Edm = 0.00366768 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297294.7845752 Edm = 0.461041 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297294.5306224 Edm = 0.26267 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297294.523107 Edm = 0.00691668 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297293.3926056 Edm = 0.229721 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297292.6306448 Edm = 0.0442524 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297292.5962296 Edm = 0.00268767 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297292.5925307 Edm = 0.000942527 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297292.58604 Edm = 0.00612387 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297291.4831354 Edm = 0.46653 NCalls = 306 -VariableMetric: Iteration # 88 - FCN = 297286.932078 Edm = 2.20415 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297284.4679422 Edm = 0.396392 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297284.1434076 Edm = 0.0349632 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297284.1112124 Edm = 0.00888634 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297284.0985809 Edm = 0.00288593 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297284.0941118 Edm = 0.00136898 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297284.0878453 Edm = 0.00447396 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297283.9963919 Edm = 0.0749989 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297283.6528742 Edm = 0.23942 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297283.5679056 Edm = 0.196656 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297282.8788978 Edm = 0.599352 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297280.5462682 Edm = 0.126889 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297280.3026215 Edm = 0.0553746 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297279.8413451 Edm = 0.693275 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297279.7885975 Edm = 0.214299 NCalls = 347 -VariableMetric: Iteration # 103 - FCN = 297279.1369249 Edm = 0.739439 NCalls = 351 -VariableMetric: Iteration # 104 - FCN = 297278.7139932 Edm = 0.289906 NCalls = 355 -VariableMetric: Iteration # 105 - FCN = 297278.0908974 Edm = 0.124855 NCalls = 358 -VariableMetric: Iteration # 106 - FCN = 297277.7095926 Edm = 0.199293 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297277.0755033 Edm = 0.124297 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297276.9292316 Edm = 0.0119353 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297276.9218171 Edm = 0.000809367 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297276.920333 Edm = 0.000663082 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297276.9145305 Edm = 0.00521476 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297276.7964918 Edm = 0.121805 NCalls = 378 -VariableMetric: Iteration # 113 - FCN = 297276.7781411 Edm = 0.017914 NCalls = 382 -VariableMetric: Iteration # 114 - FCN = 297276.4536479 Edm = 0.327655 NCalls = 389 -VariableMetric: Iteration # 115 - FCN = 297273.5191539 Edm = 1.24427 NCalls = 393 -VariableMetric: Iteration # 116 - FCN = 297271.7131013 Edm = 0.284042 NCalls = 396 -VariableMetric: Iteration # 117 - FCN = 297271.33978 Edm = 0.0242993 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297271.3191056 Edm = 0.00145963 NCalls = 401 -VariableMetric: Iteration # 119 - FCN = 297271.3175502 Edm = 0.000274681 NCalls = 403 -VariableMetric: Iteration # 120 - FCN = 297271.3170593 Edm = 0.000326979 NCalls = 405 -VariableMetric: Iteration # 121 - FCN = 297271.3151706 Edm = 0.00244067 NCalls = 408 -VariableMetric: Iteration # 122 - FCN = 297271.2786356 Edm = 0.0382189 NCalls = 414 -VariableMetric: Iteration # 123 - FCN = 297271.2689077 Edm = 0.0093873 NCalls = 419 -VariableMetric: Iteration # 124 - FCN = 297268.4730891 Edm = 0.847543 NCalls = 427 -VariableMetric: Iteration # 125 - FCN = 297268.0509773 Edm = 0.556548 NCalls = 429 -VariableMetric: Iteration # 126 - FCN = 297267.6586948 Edm = 0.0230595 NCalls = 430 -VariableMetric: Iteration # 127 - FCN = 297267.6246621 Edm = 0.00788825 NCalls = 432 -VariableMetric: Iteration # 128 - FCN = 297267.5859167 Edm = 0.00942882 NCalls = 435 -VariableMetric: Iteration # 129 - FCN = 297267.5762661 Edm = 0.00391854 NCalls = 436 -VariableMetric: Iteration # 130 - FCN = 297267.573915 Edm = 0.000480304 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297267.5731415 Edm = 0.000162347 NCalls = 440 -VariableMetric: Iteration # 132 - FCN = 297267.5728714 Edm = 7.65085e-05 NCalls = 442 -VariableMetric: Iteration # 133 - FCN = 297267.5706277 Edm = 0.0022458 NCalls = 446 -VariableMetric: Iteration # 134 - FCN = 297267.4801163 Edm = 0.0490512 NCalls = 453 -VariableMetric: Iteration # 135 - FCN = 297266.9024498 Edm = 0.29865 NCalls = 456 -VariableMetric: Iteration # 136 - FCN = 297266.7139319 Edm = 0.195383 NCalls = 458 -VariableMetric: Iteration # 137 - FCN = 297266.4364232 Edm = 0.0593834 NCalls = 460 -VariableMetric: Iteration # 138 - FCN = 297266.3941234 Edm = 0.0152714 NCalls = 462 -VariableMetric: Iteration # 139 - FCN = 297266.3707237 Edm = 0.00583892 NCalls = 464 -VariableMetric: Iteration # 140 - FCN = 297266.3587006 Edm = 0.00327869 NCalls = 467 -VariableMetric: Iteration # 141 - FCN = 297266.3505633 Edm = 0.00137864 NCalls = 470 -VariableMetric: Iteration # 142 - FCN = 297266.3490898 Edm = 0.000201475 NCalls = 471 -VariableMetric: Iteration # 143 - FCN = 297266.3488596 Edm = 4.24309e-05 NCalls = 473 -VariableMetric: After Hessian - FCN = 297266.3488596 Edm = 3.42534 NCalls = 952 -VariableMetric: Iteration # 144 - FCN = 297266.3488596 Edm = 3.42534 NCalls = 952 -VariableMetric: Iteration # 145 - FCN = 297266.1099412 Edm = 4.48476 NCalls = 954 -VariableMetric: Iteration # 146 - FCN = 297263.7122983 Edm = 0.201556 NCalls = 956 -VariableMetric: Iteration # 147 - FCN = 297263.3005763 Edm = 0.121518 NCalls = 959 -VariableMetric: Iteration # 148 - FCN = 297263.1750766 Edm = 0.103894 NCalls = 962 -VariableMetric: Iteration # 149 - FCN = 297263.0115927 Edm = 0.0527524 NCalls = 965 -VariableMetric: Iteration # 150 - FCN = 297262.9032159 Edm = 0.0563889 NCalls = 968 -VariableMetric: Iteration # 151 - FCN = 297262.8321893 Edm = 0.0371611 NCalls = 970 -VariableMetric: Iteration # 152 - FCN = 297262.7877139 Edm = 0.0355052 NCalls = 973 -VariableMetric: Iteration # 153 - FCN = 297262.7741936 Edm = 0.0150241 NCalls = 975 -VariableMetric: Iteration # 154 - FCN = 297262.7529909 Edm = 0.00568714 NCalls = 977 -VariableMetric: Iteration # 155 - FCN = 297262.7415854 Edm = 0.0064186 NCalls = 980 -VariableMetric: Iteration # 156 - FCN = 297262.7261398 Edm = 0.00940072 NCalls = 982 -VariableMetric: Iteration # 157 - FCN = 297262.7015343 Edm = 0.0208582 NCalls = 985 -VariableMetric: Iteration # 158 - FCN = 297262.6890213 Edm = 0.0162343 NCalls = 987 -VariableMetric: Iteration # 159 - FCN = 297262.6633908 Edm = 0.0148846 NCalls = 990 -VariableMetric: Iteration # 160 - FCN = 297262.6403051 Edm = 0.011715 NCalls = 993 -VariableMetric: Iteration # 161 - FCN = 297262.6105055 Edm = 0.0350063 NCalls = 997 -VariableMetric: Iteration # 162 - FCN = 297262.5770043 Edm = 0.0219779 NCalls = 1001 -VariableMetric: Iteration # 163 - FCN = 297262.557743 Edm = 0.00626708 NCalls = 1003 -VariableMetric: Iteration # 164 - FCN = 297262.5520921 Edm = 0.00459048 NCalls = 1005 -VariableMetric: Iteration # 165 - FCN = 297262.5474354 Edm = 0.00399562 NCalls = 1007 -VariableMetric: Iteration # 166 - FCN = 297262.5420261 Edm = 0.00400006 NCalls = 1009 -VariableMetric: Iteration # 167 - FCN = 297262.5320703 Edm = 0.00432913 NCalls = 1012 -VariableMetric: Iteration # 168 - FCN = 297262.5264909 Edm = 0.00149558 NCalls = 1015 -VariableMetric: Iteration # 169 - FCN = 297262.5224807 Edm = 0.00145957 NCalls = 1017 -VariableMetric: Iteration # 170 - FCN = 297262.5185112 Edm = 0.00170271 NCalls = 1019 -VariableMetric: Iteration # 171 - FCN = 297262.5156119 Edm = 0.00114378 NCalls = 1022 -VariableMetric: Iteration # 172 - FCN = 297262.5142584 Edm = 0.000252361 NCalls = 1024 -VariableMetric: Iteration # 173 - FCN = 297262.5136774 Edm = 0.000104636 NCalls = 1026 -VariableMetric: Iteration # 174 - FCN = 297262.5134372 Edm = 0.000126975 NCalls = 1028 -VariableMetric: Iteration # 175 - FCN = 297262.5130503 Edm = 0.000230235 NCalls = 1030 -VariableMetric: Iteration # 176 - FCN = 297262.5121298 Edm = 0.000397592 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297262.5105913 Edm = 0.000475072 NCalls = 1035 -VariableMetric: Iteration # 178 - FCN = 297262.5096803 Edm = 0.000378164 NCalls = 1037 -VariableMetric: Iteration # 179 - FCN = 297262.5084999 Edm = 0.000650426 NCalls = 1039 -VariableMetric: Iteration # 180 - FCN = 297262.5065089 Edm = 0.000311552 NCalls = 1041 -VariableMetric: Iteration # 181 - FCN = 297262.506058 Edm = 3.08717e-05 NCalls = 1043 -VariableMetric: After Hessian - FCN = 297262.506058 Edm = 6.05739e-05 NCalls = 1532 -VariableMetric: Iteration # 182 - FCN = 297262.506058 Edm = 6.05739e-05 NCalls = 1532 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299966.422244 Edm = 6.19628 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299966.422244 Edm = 6.19628 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298346.5384284 Edm = 29.0122 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 297719.6690493 Edm = 9.10665 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297716.2580227 Edm = 2.85041 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297702.5419508 Edm = 3.36312 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297698.0258933 Edm = 2.1881 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297693.7632996 Edm = 1.34238 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297688.8912147 Edm = 10.9886 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297686.0144382 Edm = 1.63979 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297672.6849921 Edm = 4.28264 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297667.809598 Edm = 8.69779 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297663.7024352 Edm = 0.980038 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297661.9171415 Edm = 3.12997 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297654.5121706 Edm = 4.16146 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297627.0769574 Edm = 31.8521 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297558.3427106 Edm = 7.50431 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297552.4156497 Edm = 1.79468 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297546.7737498 Edm = 2.50422 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297541.2037647 Edm = 2.07239 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297539.6419308 Edm = 0.559108 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297538.5255778 Edm = 0.863116 NCalls = 64 -VariableMetric: Iteration # 21 - FCN = 297537.8571313 Edm = 0.297534 NCalls = 66 -VariableMetric: Iteration # 22 - FCN = 297537.0014157 Edm = 0.262638 NCalls = 68 -VariableMetric: Iteration # 23 - FCN = 297536.1936537 Edm = 0.595353 NCalls = 70 -VariableMetric: Iteration # 24 - FCN = 297534.7398049 Edm = 1.41724 NCalls = 75 -VariableMetric: Iteration # 25 - FCN = 297533.1992444 Edm = 3.64736 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297521.0643738 Edm = 21.3793 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297520.7421254 Edm = 0.400655 NCalls = 87 -VariableMetric: Iteration # 28 - FCN = 297493.9239559 Edm = 8.34511 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297477.4181862 Edm = 4.83325 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297467.0216148 Edm = 0.568957 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297462.5592308 Edm = 1.53917 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297461.1116749 Edm = 2.25139 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297459.8166672 Edm = 0.286532 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297458.7531162 Edm = 0.67204 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297457.2861143 Edm = 1.96587 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297456.2063602 Edm = 0.62198 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297454.2503486 Edm = 0.632152 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297453.2474204 Edm = 2.79845 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297447.3536119 Edm = 6.08164 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297445.3114723 Edm = 3.85079 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297442.9951916 Edm = 3.64811 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297432.1978389 Edm = 27.2631 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297429.811095 Edm = 3.45378 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297415.3462849 Edm = 21.5965 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297384.3962606 Edm = 26.6204 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297384.0512977 Edm = 0.64425 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297382.6860265 Edm = 2.76193 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297376.9358485 Edm = 3.40857 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297373.7125545 Edm = 0.188868 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297373.5016194 Edm = 0.043008 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297373.1995687 Edm = 0.305796 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297339.5231833 Edm = 7.60668 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297313.2561111 Edm = 2.93257 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297305.5891759 Edm = 0.548482 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297304.7061297 Edm = 0.296616 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297304.3916008 Edm = 0.139389 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297302.9482945 Edm = 1.44716 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297293.7054238 Edm = 7.00197 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297247.1527373 Edm = 14.2047 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297219.4154176 Edm = 4.43744 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297212.2200511 Edm = 1.1575 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297210.7385479 Edm = 0.440782 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297210.1056759 Edm = 0.107009 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297209.9904619 Edm = 0.0134246 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297209.9317377 Edm = 0.0399097 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297207.6571707 Edm = 2.21683 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297201.201481 Edm = 5.27401 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297163.1285247 Edm = 14.2172 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297145.4703239 Edm = 2.43415 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297143.0400468 Edm = 1.03699 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297140.9962247 Edm = 0.70993 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297139.4807889 Edm = 0.204614 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297139.1322569 Edm = 0.0810181 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297139.0403491 Edm = 0.0165831 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297139.0135561 Edm = 0.00199245 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297139.0072364 Edm = 0.00372065 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297138.9766538 Edm = 0.0166697 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297138.6110471 Edm = 0.306091 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297135.1878621 Edm = 1.54122 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297132.4336414 Edm = 0.333139 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297132.1963764 Edm = 0.0574361 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297132.1435415 Edm = 0.00242925 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297132.1410071 Edm = 0.000358646 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297132.1398664 Edm = 0.0010015 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297132.0977928 Edm = 0.0524365 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297132.0486748 Edm = 0.0480102 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297126.7962354 Edm = 0.440455 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297126.4656347 Edm = 0.0129167 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297126.4524944 Edm = 0.000780236 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297126.4511247 Edm = 0.00070083 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297126.443415 Edm = 0.00785012 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297126.3236791 Edm = 0.105091 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297120.3274125 Edm = 0.733503 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297119.338802 Edm = 0.0530682 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297119.2972984 Edm = 0.00549225 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297119.2925117 Edm = 0.000595891 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297119.2908294 Edm = 0.00124928 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297119.1682134 Edm = 0.133264 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297119.0849715 Edm = 0.0822051 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297115.4363228 Edm = 0.498913 NCalls = 344 -VariableMetric: Iteration # 101 - FCN = 297115.0238475 Edm = 0.00714349 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297115.0185071 Edm = 0.000317832 NCalls = 348 -VariableMetric: Iteration # 103 - FCN = 297115.0181651 Edm = 9.65035e-05 NCalls = 350 -VariableMetric: Iteration # 104 - FCN = 297115.0145812 Edm = 0.00354634 NCalls = 355 -VariableMetric: Iteration # 105 - FCN = 297114.8955121 Edm = 0.0256214 NCalls = 362 -VariableMetric: Iteration # 106 - FCN = 297114.8033331 Edm = 0.000273481 NCalls = 363 -VariableMetric: Iteration # 107 - FCN = 297114.802921 Edm = 0.000102081 NCalls = 365 -VariableMetric: Iteration # 108 - FCN = 297114.8008443 Edm = 0.0021326 NCalls = 369 -VariableMetric: Iteration # 109 - FCN = 297114.6397682 Edm = 0.0333791 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297113.8832214 Edm = 0.403359 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297113.0340982 Edm = 0.114862 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297112.9308463 Edm = 0.0104387 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297112.9223808 Edm = 0.000484679 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297112.9218067 Edm = 0.000101138 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297112.9213584 Edm = 0.000349048 NCalls = 389 -VariableMetric: Iteration # 116 - FCN = 297112.8923031 Edm = 0.028106 NCalls = 395 -VariableMetric: Iteration # 117 - FCN = 297112.3090028 Edm = 0.139657 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297112.1079935 Edm = 0.00324639 NCalls = 401 -VariableMetric: Iteration # 119 - FCN = 297112.1048503 Edm = 0.000187975 NCalls = 403 -VariableMetric: Iteration # 120 - FCN = 297112.1046091 Edm = 2.89073e-05 NCalls = 405 -VariableMetric: After Hessian - FCN = 297112.1046091 Edm = 1.60065 NCalls = 884 -VariableMetric: Iteration # 121 - FCN = 297112.1046091 Edm = 1.60065 NCalls = 884 -VariableMetric: Iteration # 122 - FCN = 297111.0687315 Edm = 151.927 NCalls = 893 -VariableMetric: Iteration # 123 - FCN = 297109.7366242 Edm = 0.309582 NCalls = 898 -VariableMetric: Iteration # 124 - FCN = 297109.4530971 Edm = 0.357345 NCalls = 900 -VariableMetric: Iteration # 125 - FCN = 297109.0266423 Edm = 0.0925467 NCalls = 904 -VariableMetric: Iteration # 126 - FCN = 297108.7985858 Edm = 0.0455744 NCalls = 907 -VariableMetric: Iteration # 127 - FCN = 297108.7155944 Edm = 0.0670924 NCalls = 909 -VariableMetric: Iteration # 128 - FCN = 297108.6763613 Edm = 0.0538505 NCalls = 911 -VariableMetric: Iteration # 129 - FCN = 297108.63271 Edm = 0.0315761 NCalls = 914 -VariableMetric: Iteration # 130 - FCN = 297108.5832057 Edm = 0.0262163 NCalls = 916 -VariableMetric: Iteration # 131 - FCN = 297108.5229329 Edm = 0.0206779 NCalls = 919 -VariableMetric: Iteration # 132 - FCN = 297108.5009597 Edm = 0.0162683 NCalls = 921 -VariableMetric: Iteration # 133 - FCN = 297108.4691038 Edm = 0.0100088 NCalls = 923 -VariableMetric: Iteration # 134 - FCN = 297108.4390656 Edm = 0.00619781 NCalls = 925 -VariableMetric: Iteration # 135 - FCN = 297108.4287699 Edm = 0.0006571 NCalls = 927 -VariableMetric: Iteration # 136 - FCN = 297108.4277093 Edm = 0.000179818 NCalls = 929 -VariableMetric: Iteration # 137 - FCN = 297108.4272145 Edm = 0.000176103 NCalls = 931 -VariableMetric: Iteration # 138 - FCN = 297108.425443 Edm = 0.000872644 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297108.4224346 Edm = 0.000683165 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297108.4204966 Edm = 0.000669358 NCalls = 938 -VariableMetric: Iteration # 141 - FCN = 297108.4185812 Edm = 0.00156309 NCalls = 941 -VariableMetric: Iteration # 142 - FCN = 297108.4153805 Edm = 0.00104636 NCalls = 944 -VariableMetric: Iteration # 143 - FCN = 297108.4138101 Edm = 0.000523669 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297108.41311 Edm = 0.000223004 NCalls = 949 -VariableMetric: Iteration # 145 - FCN = 297108.4123114 Edm = 0.000326018 NCalls = 951 -VariableMetric: Iteration # 146 - FCN = 297108.4117575 Edm = 0.000120397 NCalls = 953 -VariableMetric: Iteration # 147 - FCN = 297108.4114534 Edm = 0.000107973 NCalls = 955 -VariableMetric: Iteration # 148 - FCN = 297108.4110784 Edm = 8.27372e-05 NCalls = 957 -VariableMetric: Iteration # 149 - FCN = 297108.4108723 Edm = 3.88362e-05 NCalls = 959 -VariableMetric: After Hessian - FCN = 297108.4108723 Edm = 0.000106132 NCalls = 1448 -VariableMetric: Iteration # 150 - FCN = 297108.4108723 Edm = 0.000106132 NCalls = 1448 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318947.8330223 Edm = 422.694 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318947.8330223 Edm = 422.694 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298150.3725219 Edm = 7.68875 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 297909.5292163 Edm = 38.4827 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297878.5095611 Edm = 0.984671 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297819.3681193 Edm = 51.8573 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297309.6544671 Edm = 20.189 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297298.9985053 Edm = 0.481147 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297298.4611338 Edm = 0.132903 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297290.1043088 Edm = 9.56159 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297289.2206464 Edm = 0.795562 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297247.0378607 Edm = 17.8072 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297208.9734797 Edm = 1.48056 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297207.4687036 Edm = 0.0543177 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297207.2473933 Edm = 0.186635 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297142.1645232 Edm = 3.05282 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297102.9362619 Edm = 0.282182 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297102.6178325 Edm = 0.00621906 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297102.5949985 Edm = 0.0175677 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297097.8681852 Edm = 1.80508 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297093.773471 Edm = 0.167531 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297093.3244749 Edm = 0.154831 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297074.4222636 Edm = 4.54282 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297074.3911825 Edm = 1.24074 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297070.8017775 Edm = 1.81479 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297068.6897555 Edm = 0.0199225 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297068.6695694 Edm = 0.00193744 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297068.6511871 Edm = 0.0172454 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297065.585083 Edm = 0.0198806 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297056.011327 Edm = 0.210484 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297055.7864546 Edm = 0.00850107 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297055.7763443 Edm = 0.00150578 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297055.756043 Edm = 0.0151013 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297055.474191 Edm = 0.233363 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297043.3172203 Edm = 5.84101 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297034.295983 Edm = 0.223175 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297034.0985018 Edm = 0.00765069 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297034.0909773 Edm = 0.000691825 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297034.0893402 Edm = 0.00180553 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297034.0765251 Edm = 0.0163032 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297033.5715042 Edm = 0.475419 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297033.5665566 Edm = 0.000519828 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297033.4161734 Edm = 0.151152 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297033.217892 Edm = 0.190829 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297026.8028891 Edm = 0.709501 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297025.4497362 Edm = 0.122802 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297025.3653836 Edm = 0.0257419 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297025.3483919 Edm = 0.00101391 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297025.3472741 Edm = 0.000342097 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297025.3415371 Edm = 0.00516749 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297024.2660998 Edm = 0.925618 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297021.7102266 Edm = 1.17123 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297020.3913141 Edm = 0.310171 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297019.9574549 Edm = 0.201582 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297019.8699253 Edm = 0.0495878 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297019.830615 Edm = 0.00639377 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297019.8248029 Edm = 0.00025879 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297019.8244413 Edm = 7.8849e-05 NCalls = 198 -VariableMetric: After Hessian - FCN = 297019.8244413 Edm = 4.84487 NCalls = 675 -VariableMetric: Iteration # 57 - FCN = 297019.8244413 Edm = 4.84487 NCalls = 675 -VariableMetric: Iteration # 58 - FCN = 297019.3273648 Edm = 5.26335 NCalls = 677 -VariableMetric: Iteration # 59 - FCN = 297019.3011872 Edm = 8583.6 NCalls = 681 -VariableMetric: Iteration # 60 - FCN = 297019.1724319 Edm = 3943.47 NCalls = 685 -VariableMetric: Iteration # 61 - FCN = 297018.9317659 Edm = 903.961 NCalls = 689 -VariableMetric: Iteration # 62 - FCN = 297018.8896078 Edm = 225.575 NCalls = 693 -VariableMetric: Iteration # 63 - FCN = 297018.5409418 Edm = 140.377 NCalls = 696 -VariableMetric: Iteration # 64 - FCN = 297018.2992457 Edm = 172.12 NCalls = 699 -VariableMetric: Iteration # 65 - FCN = 297018.0054505 Edm = 36.3358 NCalls = 702 -VariableMetric: Iteration # 66 - FCN = 297017.7290888 Edm = 49.1131 NCalls = 705 -VariableMetric: Iteration # 67 - FCN = 297017.5321905 Edm = 23.8689 NCalls = 708 -VariableMetric: Iteration # 68 - FCN = 297017.4434762 Edm = 16.9244 NCalls = 711 -VariableMetric: Iteration # 69 - FCN = 297017.27861 Edm = 9.66107 NCalls = 714 -VariableMetric: Iteration # 70 - FCN = 297017.1720308 Edm = 24.8941 NCalls = 717 -VariableMetric: Iteration # 71 - FCN = 297016.9195513 Edm = 3.97064 NCalls = 719 -VariableMetric: Iteration # 72 - FCN = 297016.7651036 Edm = 8.90496 NCalls = 721 -VariableMetric: Iteration # 73 - FCN = 297016.6464855 Edm = 7.032 NCalls = 723 -VariableMetric: Iteration # 74 - FCN = 297016.2796334 Edm = 1.4175 NCalls = 725 -VariableMetric: Iteration # 75 - FCN = 297016.1700953 Edm = 0.983282 NCalls = 727 -VariableMetric: Iteration # 76 - FCN = 297015.9992705 Edm = 0.869245 NCalls = 729 -VariableMetric: Iteration # 77 - FCN = 297015.912839 Edm = 0.55351 NCalls = 731 -VariableMetric: Iteration # 78 - FCN = 297015.7816664 Edm = 1.11467 NCalls = 733 -VariableMetric: Iteration # 79 - FCN = 297015.5983332 Edm = 0.256802 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297015.4790173 Edm = 0.956167 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297015.3699217 Edm = 0.269709 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297015.2639113 Edm = 0.270432 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297015.2214922 Edm = 0.245448 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297015.1260087 Edm = 0.0644146 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297015.0333458 Edm = 0.0439985 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297014.9717193 Edm = 0.0468429 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297014.9372115 Edm = 0.0348684 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297014.9078099 Edm = 0.0551421 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297014.8730547 Edm = 0.0206632 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297014.8084183 Edm = 0.0431106 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297014.6879846 Edm = 0.303633 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297014.5618125 Edm = 0.0845232 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297014.4742 Edm = 0.181633 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297014.3298943 Edm = 0.0394053 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297014.2818005 Edm = 0.0119856 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297014.2699469 Edm = 0.00674248 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297014.2658194 Edm = 0.004635 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297014.2612121 Edm = 0.00104658 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297014.2600038 Edm = 0.000277154 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297014.2593068 Edm = 0.000289487 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297014.2581082 Edm = 0.000502068 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297014.2555892 Edm = 0.000899402 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297014.2542479 Edm = 7.52127e-05 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297014.2541596 Edm = 2.20599e-05 NCalls = 790 -VariableMetric: After Hessian - FCN = 297014.2541596 Edm = 7.43598e-05 NCalls = 1275 -VariableMetric: Iteration # 105 - FCN = 297014.2541596 Edm = 7.43598e-05 NCalls = 1275 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.988E+05 | Ncalls=518 (529 total) | -| EDM = 2.47E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298797.8038898613 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.649 | 0.004 | | | -2 | 2 | | -| 1 | phi_p | 1.284 | 0.005 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 1.472 | 0.000 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 1.738 | 0.006 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.757 | 0.001 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.209 | 0.005 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.212 | 0.001 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 4.002 | 0.023 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -0.300 | 0.009 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -3.112 | 0.015 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.336 | 0.001 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 2.042 | 0.005 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -2.4 | 6.6 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 0.570E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 0.933 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 0.327E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 2.965E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.819 | 0.008 | | | -2 | 2 | | -| 18| bplus_1 | -1.451 | 0.009 | | | -2 | 2 | | -| 19| p4160_s | 1.701 | 0.001 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 3.925 | 0.004 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -3.647 | 0.015 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 17.569 | 0.004 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 2.517E-1 | 0.002E-1 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.109 -0.625 -0.681 0.040 -0.158 0.427 -0.986 -0.736 -0.962 0.071 -0.914 -0.997 0.005 0.967 -0.157 0.120 0.980 0.994 0.031 0.047 -0.969 0.038 -0.729 | -| phi_p | 0.109 1.000 -0.068 -0.074 0.004 -0.017 0.047 -0.108 -0.080 -0.105 0.008 -0.100 -0.109 0.001 0.106 -0.017 0.013 0.107 0.109 0.003 0.005 -0.106 0.004 -0.080 | -| Ctt | -0.625 -0.068 1.000 0.428 -0.025 0.099 -0.268 0.620 0.462 0.605 -0.045 0.575 0.627 -0.003 -0.608 0.099 -0.076 -0.616 -0.625 -0.019 -0.029 0.609 -0.024 0.458 | -| p4040_p | -0.681 -0.074 0.428 1.000 -0.027 0.108 -0.292 0.675 0.504 0.659 -0.049 0.626 0.683 -0.003 -0.662 0.107 -0.082 -0.671 -0.681 -0.021 -0.032 0.663 -0.026 0.499 | -| p4415_s | 0.040 0.004 -0.025 -0.027 1.000 -0.006 0.017 -0.040 -0.030 -0.039 0.003 -0.037 -0.040 0.000 0.039 -0.006 0.005 0.039 0.040 0.001 0.002 -0.039 0.002 -0.029 | -| omega_p | -0.158 -0.017 0.099 0.108 -0.006 1.000 -0.068 0.157 0.117 0.153 -0.011 0.145 0.158 -0.001 -0.154 0.025 -0.019 -0.156 -0.158 -0.005 -0.007 0.154 -0.006 0.116 | -| p4040_s | 0.427 0.047 -0.268 -0.292 0.017 -0.068 1.000 -0.423 -0.316 -0.413 0.031 -0.392 -0.428 0.002 0.415 -0.067 0.052 0.420 0.427 0.013 0.020 -0.416 0.017 -0.313 | -| DDstar_p | -0.986 -0.108 0.620 0.675 -0.040 0.157 -0.423 1.000 0.730 0.955 -0.071 0.907 0.989 -0.005 -0.959 0.156 -0.119 -0.972 -0.987 -0.030 -0.046 0.961 -0.038 0.723 | -| Dbar_p | -0.736 -0.080 0.462 0.504 -0.030 0.117 -0.316 0.730 1.000 0.712 -0.053 0.677 0.738 -0.004 -0.715 0.116 -0.089 -0.725 -0.736 -0.023 -0.034 0.717 -0.028 0.539 | -| p4160_p | -0.962 -0.105 0.605 0.659 -0.039 0.153 -0.413 0.955 0.712 1.000 -0.069 0.885 0.965 -0.005 -0.936 0.152 -0.116 -0.948 -0.963 -0.030 -0.045 0.938 -0.037 0.705 | -| rho_s | 0.071 0.008 -0.045 -0.049 0.003 -0.011 0.031 -0.071 -0.053 -0.069 1.000 -0.066 -0.072 0.000 0.070 -0.011 0.009 0.070 0.071 0.002 0.003 -0.070 0.003 -0.052 | -| psi2s_p | -0.914 -0.100 0.575 0.626 -0.037 0.145 -0.392 0.907 0.677 0.885 -0.066 1.000 0.917 -0.005 -0.889 0.144 -0.110 -0.901 -0.914 -0.028 -0.043 0.891 -0.035 0.670 | -| jpsi_p | -0.997 -0.109 0.627 0.683 -0.040 0.158 -0.428 0.989 0.738 0.965 -0.072 0.917 1.000 -0.005 -0.970 0.157 -0.120 -0.982 -0.997 -0.031 -0.047 0.972 -0.039 0.731 | -| omega_s | 0.005 0.001 -0.003 -0.003 0.000 -0.001 0.002 -0.005 -0.004 -0.005 0.000 -0.005 -0.005 1.000 0.005 -0.001 0.001 0.005 0.005 0.000 0.000 -0.005 0.000 -0.004 | -| p4415_p | 0.967 0.106 -0.608 -0.662 0.039 -0.154 0.415 -0.959 -0.715 -0.936 0.070 -0.889 -0.970 0.005 1.000 -0.153 0.117 0.953 0.967 0.030 0.045 -0.942 0.037 -0.709 | -| p3770_s | -0.157 -0.017 0.099 0.107 -0.006 0.025 -0.067 0.156 0.116 0.152 -0.011 0.144 0.157 -0.001 -0.153 1.000 -0.019 -0.155 -0.157 -0.005 -0.007 0.153 -0.006 0.115 | -| DDstar_s | 0.120 0.013 -0.076 -0.082 0.005 -0.019 0.052 -0.119 -0.089 -0.116 0.009 -0.110 -0.120 0.001 0.117 -0.019 1.000 0.118 0.120 0.004 0.006 -0.117 0.005 -0.088 | -| bplus_2 | 0.980 0.107 -0.616 -0.671 0.039 -0.156 0.420 -0.972 -0.725 -0.948 0.070 -0.901 -0.982 0.005 0.953 -0.155 0.118 1.000 0.980 0.030 0.046 -0.954 0.038 -0.718 | -| bplus_1 | 0.994 0.109 -0.625 -0.681 0.040 -0.158 0.427 -0.987 -0.736 -0.963 0.071 -0.914 -0.997 0.005 0.967 -0.157 0.120 0.980 1.000 0.031 0.047 -0.969 0.038 -0.729 | -| p4160_s | 0.031 0.003 -0.019 -0.021 0.001 -0.005 0.013 -0.030 -0.023 -0.030 0.002 -0.028 -0.031 0.000 0.030 -0.005 0.004 0.030 0.031 1.000 0.001 -0.030 0.001 -0.022 | -| rho_p | 0.047 0.005 -0.029 -0.032 0.002 -0.007 0.020 -0.046 -0.034 -0.045 0.003 -0.043 -0.047 0.000 0.045 -0.007 0.006 0.046 0.047 0.001 1.000 -0.045 0.002 -0.034 | -| p3770_p | -0.969 -0.106 0.609 0.663 -0.039 0.154 -0.416 0.961 0.717 0.938 -0.070 0.891 0.972 -0.005 -0.942 0.153 -0.117 -0.954 -0.969 -0.030 -0.045 1.000 -0.038 0.710 | -| phi_s | 0.038 0.004 -0.024 -0.026 0.002 -0.006 0.017 -0.038 -0.028 -0.037 0.003 -0.035 -0.039 0.000 0.037 -0.006 0.005 0.038 0.038 0.001 0.002 -0.038 1.000 -0.028 | -| Dbar_s | -0.729 -0.080 0.458 0.499 -0.029 0.116 -0.313 0.723 0.539 0.705 -0.052 0.670 0.731 -0.004 -0.709 0.115 -0.088 -0.718 -0.729 -0.022 -0.034 0.710 -0.028 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.004353955630531203}), (, {'error': 0.004533343556336611}), (, {'error': 0.00032874765480372936}), (, {'error': 0.006481409475292743}), (, {'error': 0.0008576173410704824}), (, {'error': 0.005097680105678126}), (, {'error': 0.0009430060849900945}), (, {'error': 0.022910270840036162}), (, {'error': 0.009437030944138058}), (, {'error': 0.014841122743949109}), (, {'error': 0.0006387036759749887}), (, {'error': 0.004547067686783812}), (, {'error': 6.647528464793454}), (, {'error': 0.0020508153901190873}), (, {'error': 0.02616048432411411}), (, {'error': 0.0012105123633157078}), (, {'error': 3.9702201283742244e-05}), (, {'error': 0.007615778821647545}), (, {'error': 0.008626093331107532}), (, {'error': 0.001205593181604736}), (, {'error': 0.004252616106861673}), (, {'error': 0.015068981632450074}), (, {'error': 0.0035269935097126393}), (, {'error': 0.00020806029882575183})]) -Toy 1/25 -Time taken: 3 min, 25 s -Projected time left: 1 h, 22 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1308 (1308 total) | -| EDM = 0.00496 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297121.7249254096 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.432 | 0.031 | | | -2 | 2 | | -| 1 | phi_p | -0.12 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.03 | 0.18 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.40 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.25 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.23 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -3.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 9.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 3.91 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.95 | 0.27 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.27 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | 0.88 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 2.03 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.96 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 18.5 | 1.4 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.033 0.012 -0.075 -0.005 -0.081 -0.007 -0.007 0.088 -0.050 -0.392 -0.053 -0.143 0.107 -0.068 -0.058 -0.011 -0.109 -0.958 -0.034 0.046 -0.014 0.072 -0.000 | -| phi_p | -0.033 1.000 0.006 0.013 0.000 0.047 -0.001 0.001 -0.022 0.011 0.052 0.009 0.007 -0.008 0.011 0.013 -0.000 -0.018 0.024 0.005 0.131 0.011 0.781 -0.001 | -| Ctt | 0.012 0.006 1.000 -0.287 0.231 0.024 0.391 0.003 0.251 -0.400 0.012 0.096 -0.400 0.002 -0.123 -0.224 -0.023 -0.678 0.073 0.282 0.121 -0.219 -0.040 -0.053 | -| p4040_p | -0.075 0.013 -0.287 1.000 -0.019 0.015 -0.369 -0.012 -0.616 0.449 0.039 0.174 0.506 -0.007 0.269 0.307 -0.034 0.210 -0.025 0.142 0.015 0.550 -0.007 -0.073 | -| p4415_s | -0.005 0.000 0.231 -0.019 1.000 0.003 0.188 0.002 0.113 -0.130 0.016 -0.018 -0.116 -0.004 -0.195 -0.032 0.000 0.083 -0.069 0.345 0.003 -0.126 -0.004 0.018 | -| omega_p | -0.081 0.047 0.024 0.015 0.003 1.000 0.006 0.001 -0.017 0.009 0.250 0.011 0.015 0.516 0.017 0.014 0.005 -0.037 0.074 0.015 -0.008 0.007 0.034 0.001 | -| p4040_s | -0.007 -0.001 0.391 -0.369 0.188 0.006 1.000 -0.020 0.330 -0.580 0.011 -0.105 -0.283 -0.002 -0.319 -0.071 -0.033 -0.130 0.005 0.035 0.033 -0.317 -0.013 0.021 | -| DDstar_p | -0.007 0.001 0.003 -0.012 0.002 0.001 -0.020 1.000 -0.087 -0.017 0.005 0.003 -0.000 -0.001 -0.038 0.009 0.001 0.015 -0.006 -0.022 0.002 0.035 -0.001 -0.010 | -| Dbar_p | 0.088 -0.022 0.251 -0.616 0.113 -0.017 0.330 -0.087 1.000 -0.692 -0.052 -0.523 -0.820 0.009 -0.336 -0.575 0.061 -0.367 0.066 0.182 0.008 -0.788 -0.008 0.063 | -| p4160_p | -0.050 0.011 -0.400 0.449 -0.130 0.009 -0.580 -0.017 -0.692 1.000 0.023 0.267 0.587 -0.004 0.435 0.354 -0.015 0.216 -0.022 -0.262 -0.004 0.610 0.002 -0.065 | -| rho_s | -0.392 0.052 0.012 0.039 0.016 0.250 0.011 0.005 -0.052 0.023 1.000 0.036 0.068 -0.177 0.032 0.034 0.033 0.031 0.359 0.026 0.184 0.016 0.001 0.007 | -| psi2s_p | -0.053 0.009 0.096 0.174 -0.018 0.011 -0.105 0.003 -0.523 0.267 0.036 1.000 0.431 -0.008 0.099 0.042 -0.053 0.160 -0.041 -0.129 0.004 0.423 -0.004 -0.060 | -| jpsi_p | -0.143 0.007 -0.400 0.506 -0.116 0.015 -0.283 -0.000 -0.820 0.587 0.068 0.431 1.000 -0.020 0.267 0.511 -0.057 0.421 -0.017 -0.188 -0.013 0.629 -0.016 -0.062 | -| omega_s | 0.107 -0.008 0.002 -0.007 -0.004 0.516 -0.002 -0.001 0.009 -0.004 -0.177 -0.008 -0.020 1.000 -0.004 -0.006 -0.009 -0.026 -0.102 -0.003 0.108 -0.003 0.026 -0.002 | -| p4415_p | -0.068 0.011 -0.123 0.269 -0.195 0.017 -0.319 -0.038 -0.336 0.435 0.032 0.099 0.267 -0.004 1.000 0.172 -0.073 -0.034 0.047 -0.234 0.044 0.316 -0.016 -0.055 | -| p3770_s | -0.058 0.013 -0.224 0.307 -0.032 0.014 -0.071 0.009 -0.575 0.354 0.034 0.042 0.511 -0.006 0.172 1.000 -0.008 0.242 -0.060 -0.078 0.016 0.286 -0.006 -0.067 | -| DDstar_s | -0.011 -0.000 -0.023 -0.034 0.000 0.005 -0.033 0.001 0.061 -0.015 0.033 -0.053 -0.057 -0.009 -0.073 -0.008 1.000 0.100 -0.099 -0.040 -0.001 0.027 -0.005 -0.010 | -| bplus_2 | -0.109 -0.018 -0.678 0.210 0.083 -0.037 -0.130 0.015 -0.367 0.216 0.031 0.160 0.421 -0.026 -0.034 0.242 0.100 1.000 -0.089 -0.128 -0.256 0.249 0.057 -0.007 | -| bplus_1 | -0.958 0.024 0.073 -0.025 -0.069 0.074 0.005 -0.006 0.066 -0.022 0.359 -0.041 -0.017 -0.102 0.047 -0.060 -0.099 -0.089 1.000 0.008 -0.047 -0.097 -0.076 -0.020 | -| p4160_s | -0.034 0.005 0.282 0.142 0.345 0.015 0.035 -0.022 0.182 -0.262 0.026 -0.129 -0.188 -0.003 -0.234 -0.078 -0.040 -0.128 0.008 1.000 0.058 -0.151 -0.022 -0.005 | -| rho_p | 0.046 0.131 0.121 0.015 0.003 -0.008 0.033 0.002 0.008 -0.004 0.184 0.004 -0.013 0.108 0.044 0.016 -0.001 -0.256 -0.047 0.058 1.000 -0.008 0.124 0.005 | -| p3770_p | -0.014 0.011 -0.219 0.550 -0.126 0.007 -0.317 0.035 -0.788 0.610 0.016 0.423 0.629 -0.003 0.316 0.286 0.027 0.249 -0.097 -0.151 -0.008 1.000 0.004 -0.028 | -| phi_s | 0.072 0.781 -0.040 -0.007 -0.004 0.034 -0.013 -0.001 -0.008 0.002 0.001 -0.004 -0.016 0.026 -0.016 -0.006 -0.005 0.057 -0.076 -0.022 0.124 0.004 1.000 -0.003 | -| Dbar_s | -0.000 -0.001 -0.053 -0.073 0.018 0.001 0.021 -0.010 0.063 -0.065 0.007 -0.060 -0.062 -0.002 -0.055 -0.067 -0.010 -0.007 -0.020 -0.005 0.005 -0.028 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03066314318839003}), (, {'error': 0.3002525074248794}), (, {'error': 0.17774607169550072}), (, {'error': 0.18201138461540722}), (, {'error': 0.18951521733075272}), (, {'error': 0.2399711110915428}), (, {'error': 0.18145189701529563}), (, {'error': 0.3342533574520523}), (, {'error': 0.7234494939840337}), (, {'error': 0.14505895865870388}), (, {'error': 0.3434550363504781}), (, {'error': 0.03687568214636361}), (, {'error': 0.04056201417747429}), (, {'error': 0.9771853334796754}), (, {'error': 0.17896041515383931}), (, {'error': 0.27425351977335266}), (, {'error': 0.11759391701149707}), (, {'error': 0.08491647839212368}), (, {'error': 0.0625472576243058}), (, {'error': 0.17006252633736407}), (, {'error': 0.4024463615935696}), (, {'error': 0.1558388556104333}), (, {'error': 1.3878778385796249}), (, {'error': 0.417082935721631})]) -Toy 2/25 -Time taken: 8 min, 7 s -Projected time left: 1 h, 33 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1511 (1511 total) | -| EDM = 0.00302 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297173.77328696 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.466 | 0.011 | | | -2 | 2 | | -| 1 | phi_p | 5.61 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.38 | 0.25 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.74 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.09 | 0.17 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.98 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -0.06 | 0.51 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.84 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.42 | 0.27 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -4.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 3.88 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.8 | 0.3 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.16 | 0.07 | | | -2 | 2 | | -| 18| bplus_1 | -0.895 | 0.023 | | | -2 | 2 | | -| 19| p4160_s | 2.23 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.37 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.23 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 15.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.005 -0.718 -0.642 0.171 0.006 -0.225 -0.427 0.634 -0.593 0.234 -0.560 -0.584 -0.084 -0.541 -0.626 0.488 0.465 0.538 -0.226 0.110 0.346 -0.088 0.811 | -| phi_p | 0.005 1.000 0.006 0.007 -0.000 -0.000 0.005 0.007 -0.011 0.007 0.010 0.007 0.005 -0.010 0.007 0.008 -0.004 0.008 -0.001 0.005 0.088 -0.002 0.403 -0.007 | -| Ctt | -0.718 0.006 1.000 0.656 -0.029 -0.006 0.391 0.595 -0.675 0.581 -0.189 0.700 0.609 0.073 0.566 0.697 -0.586 -0.411 -0.735 0.376 -0.084 -0.356 0.080 -0.884 | -| p4040_p | -0.642 0.007 0.656 1.000 -0.096 -0.006 0.174 0.592 -0.711 0.682 -0.174 0.549 0.665 0.068 0.596 0.653 -0.497 -0.512 -0.659 0.425 -0.080 -0.187 0.075 -0.798 | -| p4415_s | 0.171 -0.000 -0.029 -0.096 1.000 0.001 0.049 -0.177 0.124 -0.100 0.040 -0.102 -0.143 -0.015 -0.163 -0.110 0.108 0.035 0.175 0.164 0.022 -0.001 -0.019 0.137 | -| omega_p | 0.006 -0.000 -0.006 -0.006 0.001 1.000 -0.003 -0.004 0.006 -0.006 0.015 -0.005 -0.005 -0.137 -0.005 -0.006 0.004 0.002 0.005 -0.003 0.014 0.003 -0.004 0.007 | -| p4040_s | -0.225 0.005 0.391 0.174 0.049 -0.003 1.000 0.162 -0.229 -0.011 -0.066 0.215 0.238 0.027 0.100 0.318 -0.164 -0.206 -0.234 0.108 -0.010 -0.171 0.019 -0.330 | -| DDstar_p | -0.427 0.007 0.595 0.592 -0.177 -0.004 0.162 1.000 -0.373 0.612 -0.111 0.486 0.525 0.045 0.486 0.578 -0.391 -0.468 -0.427 0.181 -0.086 -0.170 0.070 -0.692 | -| Dbar_p | 0.634 -0.011 -0.675 -0.711 0.124 0.006 -0.229 -0.373 1.000 -0.696 0.170 -0.663 -0.777 -0.068 -0.564 -0.728 0.552 0.539 0.645 -0.240 0.084 0.069 -0.081 0.745 | -| p4160_p | -0.593 0.007 0.581 0.682 -0.100 -0.006 -0.011 0.612 -0.696 1.000 -0.159 0.542 0.658 0.062 0.621 0.632 -0.438 -0.465 -0.610 0.170 -0.078 -0.120 0.071 -0.735 | -| rho_s | 0.234 0.010 -0.189 -0.174 0.040 0.015 -0.066 -0.111 0.170 -0.159 1.000 -0.150 -0.163 -0.355 -0.146 -0.173 0.132 0.134 0.181 -0.067 0.213 0.092 0.014 0.218 | -| psi2s_p | -0.560 0.007 0.700 0.549 -0.102 -0.005 0.215 0.486 -0.663 0.542 -0.150 1.000 0.623 0.059 0.465 0.504 -0.428 -0.481 -0.572 0.200 -0.078 -0.184 0.070 -0.708 | -| jpsi_p | -0.584 0.005 0.609 0.665 -0.143 -0.005 0.238 0.525 -0.777 0.658 -0.163 0.623 1.000 0.060 0.542 0.698 -0.431 -0.545 -0.601 0.227 -0.071 -0.176 0.061 -0.752 | -| omega_s | -0.084 -0.010 0.073 0.068 -0.015 -0.137 0.027 0.045 -0.068 0.062 -0.355 0.059 0.060 1.000 0.057 0.067 -0.052 -0.044 -0.066 0.027 0.224 -0.038 0.039 -0.085 | -| p4415_p | -0.541 0.007 0.566 0.596 -0.163 -0.005 0.100 0.486 -0.564 0.621 -0.146 0.465 0.542 0.057 1.000 0.555 -0.383 -0.363 -0.559 0.102 -0.051 -0.176 0.056 -0.663 | -| p3770_s | -0.626 0.008 0.697 0.653 -0.110 -0.006 0.318 0.578 -0.728 0.632 -0.173 0.504 0.698 0.067 0.555 1.000 -0.509 -0.531 -0.644 0.281 -0.075 -0.353 0.072 -0.803 | -| DDstar_s | 0.488 -0.004 -0.586 -0.497 0.108 0.004 -0.164 -0.391 0.552 -0.438 0.132 -0.428 -0.431 -0.052 -0.383 -0.509 1.000 0.433 0.498 -0.179 0.069 0.243 -0.061 0.651 | -| bplus_2 | 0.465 0.008 -0.411 -0.512 0.035 0.002 -0.206 -0.468 0.539 -0.465 0.134 -0.481 -0.545 -0.044 -0.363 -0.531 0.433 1.000 0.459 -0.179 0.240 0.263 -0.131 0.658 | -| bplus_1 | 0.538 -0.001 -0.735 -0.659 0.175 0.005 -0.234 -0.427 0.645 -0.610 0.181 -0.572 -0.601 -0.066 -0.559 -0.644 0.498 0.459 1.000 -0.237 0.119 0.350 -0.086 0.830 | -| p4160_s | -0.226 0.005 0.376 0.425 0.164 -0.003 0.108 0.181 -0.240 0.170 -0.067 0.200 0.227 0.027 0.102 0.281 -0.179 -0.179 -0.237 1.000 -0.003 -0.147 0.016 -0.337 | -| rho_p | 0.110 0.088 -0.084 -0.080 0.022 0.014 -0.010 -0.086 0.084 -0.078 0.213 -0.078 -0.071 0.224 -0.051 -0.075 0.069 0.240 0.119 -0.003 1.000 0.033 0.079 0.111 | -| p3770_p | 0.346 -0.002 -0.356 -0.187 -0.001 0.003 -0.171 -0.170 0.069 -0.120 0.092 -0.184 -0.176 -0.038 -0.176 -0.353 0.243 0.263 0.350 -0.147 0.033 1.000 -0.037 0.401 | -| phi_s | -0.088 0.403 0.080 0.075 -0.019 -0.004 0.019 0.070 -0.081 0.071 0.014 0.070 0.061 0.039 0.056 0.072 -0.061 -0.131 -0.086 0.016 0.079 -0.037 1.000 -0.099 | -| Dbar_s | 0.811 -0.007 -0.884 -0.798 0.137 0.007 -0.330 -0.692 0.745 -0.735 0.218 -0.708 -0.752 -0.085 -0.663 -0.803 0.651 0.658 0.830 -0.337 0.111 0.401 -0.099 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.011168787072774133}), (, {'error': 0.17100826021890203}), (, {'error': 0.25421381528322984}), (, {'error': 0.2771829221095834}), (, {'error': 0.16649389629885358}), (, {'error': 0.1479825772461938}), (, {'error': 0.14991950031815854}), (, {'error': 0.3792947322330038}), (, {'error': 0.5148758653157768}), (, {'error': 0.13270803080343363}), (, {'error': 0.2745487753436303}), (, {'error': 0.04175096883840457}), (, {'error': 0.037873092944380016}), (, {'error': 0.8178280975320953}), (, {'error': 0.22640981599268795}), (, {'error': 0.3494379680217654}), (, {'error': 0.12907929987179362}), (, {'error': 0.06865467993081831}), (, {'error': 0.022505125217123112}), (, {'error': 0.148867929473107}), (, {'error': 0.22762888319951724}), (, {'error': 0.10582231053305069}), (, {'error': 0.7632919070636106}), (, {'error': 0.48194794576504957})]) -Toy 3/25 -Time taken: 13 min, 22 s -Projected time left: 1 h, 37 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1371 (1371 total) | -| EDM = 9.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297472.2847628728 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 1 | phi_p | -0.14 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.50 | 0.07 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -3.30 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.33 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.13 | 0.16 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -3.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.922 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -1.603 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.9 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 5.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.23 | 0.24 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.41 | 0.05 | | | -2 | 2 | | -| 18| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.27 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 19.2 | 1.3 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.021 0.008 -0.096 -0.057 0.048 0.008 0.011 -0.027 0.002 -0.501 -0.065 0.064 0.255 -0.035 -0.016 0.005 -0.360 -0.975 0.000 0.017 0.056 0.118 0.002 | -| phi_p | -0.021 1.000 0.001 0.012 0.007 0.039 0.001 0.007 0.018 -0.000 0.013 0.003 -0.027 0.004 0.006 0.008 0.000 -0.041 0.012 0.000 0.138 0.002 0.752 0.000 | -| Ctt | 0.008 0.001 1.000 -0.001 0.037 0.001 0.057 -0.004 -0.021 -0.000 -0.004 0.017 0.020 0.001 -0.003 -0.038 -0.000 -0.142 0.006 -0.002 0.012 -0.034 -0.003 0.005 | -| p4040_p | -0.096 0.012 -0.001 1.000 0.116 -0.001 -0.188 0.275 -0.009 -0.001 0.049 -0.124 0.101 -0.024 -0.086 0.160 0.043 -0.066 0.049 -0.008 0.061 0.137 -0.029 0.046 | -| p4415_s | -0.057 0.007 0.037 0.116 1.000 -0.001 -0.090 -0.018 0.025 -0.003 0.035 -0.055 -0.051 -0.015 -0.086 0.055 0.017 0.123 -0.008 0.007 0.028 -0.006 -0.013 -0.003 | -| omega_p | 0.048 0.039 0.001 -0.001 -0.001 1.000 0.000 0.002 0.004 0.000 -0.033 -0.003 -0.009 0.478 0.002 0.003 0.001 -0.040 -0.049 0.000 -0.048 0.003 0.049 0.001 | -| p4040_s | 0.008 0.001 0.057 -0.188 -0.090 0.000 1.000 -0.133 0.063 0.009 0.001 0.067 -0.083 0.001 -0.150 0.109 -0.006 0.216 -0.055 -0.006 -0.009 -0.123 0.006 -0.038 | -| DDstar_p | 0.011 0.007 -0.004 0.275 -0.018 0.002 -0.133 1.000 -0.200 -0.001 0.010 0.208 0.416 -0.004 0.037 0.253 0.022 0.079 -0.085 0.015 0.011 0.192 -0.002 -0.013 | -| Dbar_p | -0.027 0.018 -0.021 -0.009 0.025 0.004 0.063 -0.200 1.000 0.002 0.028 0.176 0.451 -0.012 -0.103 0.098 0.010 -0.163 -0.075 0.004 0.079 0.443 -0.024 0.042 | -| p4160_p | 0.002 -0.000 -0.000 -0.001 -0.003 0.000 0.009 -0.001 0.002 1.000 -0.001 0.003 0.002 0.001 0.004 -0.001 -0.001 0.000 -0.002 -0.002 -0.001 0.000 0.000 -0.000 | -| rho_s | -0.501 0.013 -0.004 0.049 0.035 -0.033 0.001 0.010 0.028 -0.001 1.000 0.047 0.013 -0.479 0.001 0.008 -0.010 0.223 0.479 -0.000 0.068 -0.016 -0.073 -0.006 | -| psi2s_p | -0.065 0.003 0.017 -0.124 -0.055 -0.003 0.067 0.208 0.176 0.003 0.047 1.000 0.150 -0.023 -0.072 -0.353 0.033 0.156 -0.007 0.003 0.012 0.199 -0.015 0.044 | -| jpsi_p | 0.064 -0.027 0.020 0.101 -0.051 -0.009 -0.083 0.416 0.451 0.002 0.013 0.150 1.000 -0.017 -0.000 0.193 0.030 -0.009 -0.125 0.012 -0.052 0.349 -0.011 0.034 | -| omega_s | 0.255 0.004 0.001 -0.024 -0.015 0.478 0.001 -0.004 -0.012 0.001 -0.479 -0.023 -0.017 1.000 -0.001 -0.004 0.005 -0.128 -0.249 0.000 0.173 0.006 0.071 0.003 | -| p4415_p | -0.035 0.006 -0.003 -0.086 -0.086 0.002 -0.150 0.037 -0.103 0.004 0.001 -0.072 -0.000 -0.001 1.000 -0.012 0.014 -0.306 0.107 0.005 0.038 0.023 -0.012 0.013 | -| p3770_s | -0.016 0.008 -0.038 0.160 0.055 0.003 0.109 0.253 0.098 -0.001 0.008 -0.353 0.193 -0.004 -0.012 1.000 0.012 -0.125 -0.028 0.003 0.057 -0.070 -0.021 0.057 | -| DDstar_s | 0.005 0.000 -0.000 0.043 0.017 0.001 -0.006 0.022 0.010 -0.001 -0.010 0.033 0.030 0.005 0.014 0.012 1.000 -0.031 0.023 0.001 -0.001 -0.001 0.002 -0.004 | -| bplus_2 | -0.360 -0.041 -0.142 -0.066 0.123 -0.040 0.216 0.079 -0.163 0.000 0.223 0.156 -0.009 -0.128 -0.306 -0.125 -0.031 1.000 0.272 -0.010 -0.265 -0.133 -0.001 0.031 | -| bplus_1 | -0.975 0.012 0.006 0.049 -0.008 -0.049 -0.055 -0.085 -0.075 -0.002 0.479 -0.007 -0.125 -0.249 0.107 -0.028 0.023 0.272 1.000 -0.000 -0.045 -0.105 -0.114 0.007 | -| p4160_s | 0.000 0.000 -0.002 -0.008 0.007 0.000 -0.006 0.015 0.004 -0.002 -0.000 0.003 0.012 0.000 0.005 0.003 0.001 -0.010 -0.000 1.000 0.002 0.010 -0.001 0.002 | -| rho_p | 0.017 0.138 0.012 0.061 0.028 -0.048 -0.009 0.011 0.079 -0.001 0.068 0.012 -0.052 0.173 0.038 0.057 -0.001 -0.265 -0.045 0.002 1.000 0.025 0.131 -0.004 | -| p3770_p | 0.056 0.002 -0.034 0.137 -0.006 0.003 -0.123 0.192 0.443 0.000 -0.016 0.199 0.349 0.006 0.023 -0.070 -0.001 -0.133 -0.105 0.010 0.025 1.000 -0.007 0.030 | -| phi_s | 0.118 0.752 -0.003 -0.029 -0.013 0.049 0.006 -0.002 -0.024 0.000 -0.073 -0.015 -0.011 0.071 -0.012 -0.021 0.002 -0.001 -0.114 -0.001 0.131 -0.007 1.000 0.003 | -| Dbar_s | 0.002 0.000 0.005 0.046 -0.003 0.001 -0.038 -0.013 0.042 -0.000 -0.006 0.044 0.034 0.003 0.013 0.057 -0.004 0.031 0.007 0.002 -0.004 0.030 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0328478753155419}), (, {'error': 0.28642988155098337}), (, {'error': 0.06898176493078845}), (, {'error': 0.13714054255147756}), (, {'error': 0.18589379791557997}), (, {'error': 0.6670187006742516}), (, {'error': 0.15803314256185796}), (, {'error': 0.36776272479808814}), (, {'error': 0.36146432675184337}), (, {'error': 0.01023268663356891}), (, {'error': 0.3646672473496398}), (, {'error': 0.03157361563690397}), (, {'error': 0.030366206189213152}), (, {'error': 1.224301630004177}), (, {'error': 0.5939193945369743}), (, {'error': 0.23873529739607546}), (, {'error': 0.029963579934055073}), (, {'error': 0.05353604757839081}), (, {'error': 0.058638556369838835}), (, {'error': 0.016457451463620654}), (, {'error': 0.41478850361068}), (, {'error': 0.11016602163349876}), (, {'error': 1.312518297262482}), (, {'error': 0.03566716813493173})]) -Toy 4/25 -Time taken: 18 min, 20 s -Projected time left: 1 h, 36 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1447 (1447 total) | -| EDM = 4.86E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297203.9902906177 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 1 | phi_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.60 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.35 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 5.94 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.07 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 4.93 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.3 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.900 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -1.620 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.06 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.22 | 0.23 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.23 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 6.1 | 0.9 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 19.9 | 2.4 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.022 0.010 -0.023 -0.029 0.066 -0.049 -0.072 -0.043 0.011 -0.490 -0.016 0.120 0.208 -0.029 -0.015 -0.001 -0.068 -0.925 -0.047 0.139 0.053 0.087 0.001 | -| phi_p | 0.022 1.000 0.001 -0.011 -0.003 0.039 -0.006 -0.008 -0.004 -0.009 -0.004 -0.010 -0.037 -0.030 -0.010 -0.013 0.001 0.023 -0.013 -0.009 -0.115 -0.004 0.941 0.001 | -| Ctt | 0.010 0.001 1.000 -0.243 0.206 0.009 0.344 -0.036 -0.303 -0.340 0.022 0.233 0.277 -0.025 -0.026 -0.121 -0.008 -0.662 0.094 0.255 0.047 -0.208 -0.019 -0.001 | -| p4040_p | -0.023 -0.011 -0.243 1.000 0.018 0.001 -0.203 -0.030 -0.097 0.182 -0.002 -0.210 -0.099 -0.001 0.149 -0.057 0.029 -0.004 0.060 0.314 0.007 0.136 -0.013 0.020 | -| p4415_s | -0.029 -0.003 0.206 0.018 1.000 -0.002 0.169 -0.027 0.032 -0.055 0.036 0.025 -0.007 -0.017 -0.148 0.019 -0.003 0.066 -0.058 0.313 0.000 -0.066 -0.010 -0.001 | -| omega_p | 0.066 0.039 0.009 0.001 -0.002 1.000 0.002 -0.016 -0.004 0.002 -0.155 -0.002 -0.010 0.426 0.006 0.001 -0.000 -0.033 -0.058 0.003 -0.022 -0.001 0.050 0.000 | -| p4040_s | -0.049 -0.006 0.344 -0.203 0.169 0.002 1.000 -0.150 -0.060 -0.516 0.036 0.023 0.025 -0.020 -0.196 0.115 -0.006 -0.107 0.040 0.054 0.017 -0.145 -0.019 -0.004 | -| DDstar_p | -0.072 -0.008 -0.036 -0.030 -0.027 -0.016 -0.150 1.000 -0.169 -0.014 0.111 -0.131 -0.114 -0.045 -0.166 0.053 0.045 0.263 -0.201 -0.083 -0.030 0.144 -0.017 0.007 | -| Dbar_p | -0.043 -0.004 -0.303 -0.097 0.032 -0.004 -0.060 -0.169 1.000 -0.025 0.060 -0.044 0.166 -0.027 -0.090 -0.081 -0.003 0.049 -0.076 -0.059 -0.002 0.255 -0.014 0.022 | -| p4160_p | 0.011 -0.009 -0.340 0.182 -0.055 0.002 -0.516 -0.014 -0.025 1.000 -0.024 -0.139 -0.062 0.010 0.304 -0.035 0.047 -0.021 0.052 -0.147 0.005 0.158 -0.006 0.027 | -| rho_s | -0.490 -0.004 0.022 -0.002 0.036 -0.155 0.036 0.111 0.060 -0.024 1.000 0.007 -0.049 -0.435 0.000 0.011 0.005 -0.002 0.414 0.041 -0.074 -0.012 -0.060 0.001 | -| psi2s_p | -0.016 -0.010 0.233 -0.210 0.025 -0.002 0.023 -0.131 -0.044 -0.139 0.007 1.000 -0.007 -0.004 -0.068 -0.437 0.020 -0.052 0.041 -0.051 0.001 -0.013 -0.012 0.024 | -| jpsi_p | 0.120 -0.037 0.277 -0.099 -0.007 -0.010 0.025 -0.114 0.166 -0.062 -0.049 -0.007 1.000 0.018 0.008 -0.070 0.054 -0.221 -0.044 -0.003 -0.022 -0.018 -0.020 0.045 | -| omega_s | 0.208 -0.030 -0.025 -0.001 -0.017 0.426 -0.020 -0.045 -0.027 0.010 -0.435 -0.004 0.018 1.000 -0.006 -0.007 -0.002 0.026 -0.180 -0.024 0.245 0.005 0.003 -0.000 | -| p4415_p | -0.029 -0.010 -0.026 0.149 -0.148 0.006 -0.196 -0.166 -0.090 0.304 0.000 -0.068 0.008 -0.006 1.000 -0.011 0.021 -0.237 0.135 -0.168 0.026 0.041 -0.019 0.011 | -| p3770_s | -0.015 -0.013 -0.121 -0.057 0.019 0.001 0.115 0.053 -0.081 -0.035 0.011 -0.437 -0.070 -0.007 -0.011 1.000 0.030 0.052 -0.017 0.024 0.011 -0.252 -0.019 0.025 | -| DDstar_s | -0.001 0.001 -0.008 0.029 -0.003 -0.000 -0.006 0.045 -0.003 0.047 0.005 0.020 0.054 -0.002 0.021 0.030 1.000 0.014 -0.016 0.002 -0.002 0.035 0.001 -0.001 | -| bplus_2 | -0.068 0.023 -0.662 -0.004 0.066 -0.033 -0.107 0.263 0.049 -0.021 -0.002 -0.052 -0.221 0.026 -0.237 0.052 0.014 1.000 -0.150 -0.141 -0.138 0.060 0.062 0.002 | -| bplus_1 | -0.925 -0.013 0.094 0.060 -0.058 -0.058 0.040 -0.201 -0.076 0.052 0.414 0.041 -0.044 -0.180 0.135 -0.017 -0.016 -0.150 1.000 0.029 -0.125 -0.109 -0.072 -0.005 | -| p4160_s | -0.047 -0.009 0.255 0.314 0.313 0.003 0.054 -0.083 -0.059 -0.147 0.041 -0.051 -0.003 -0.024 -0.168 0.024 0.002 -0.141 0.029 1.000 0.025 -0.052 -0.025 -0.000 | -| rho_p | 0.139 -0.115 0.047 0.007 0.000 -0.022 0.017 -0.030 -0.002 0.005 -0.074 0.001 -0.022 0.245 0.026 0.011 -0.002 -0.138 -0.125 0.025 1.000 -0.003 -0.092 0.000 | -| p3770_p | 0.053 -0.004 -0.208 0.136 -0.066 -0.001 -0.145 0.144 0.255 0.158 -0.012 -0.013 -0.018 0.005 0.041 -0.252 0.035 0.060 -0.109 -0.052 -0.003 1.000 -0.001 0.037 | -| phi_s | 0.087 0.941 -0.019 -0.013 -0.010 0.050 -0.019 -0.017 -0.014 -0.006 -0.060 -0.012 -0.020 0.003 -0.019 -0.019 0.001 0.062 -0.072 -0.025 -0.092 -0.001 1.000 0.001 | -| Dbar_s | 0.001 0.001 -0.001 0.020 -0.001 0.000 -0.004 0.007 0.022 0.027 0.001 0.024 0.045 -0.000 0.011 0.025 -0.001 0.002 -0.005 -0.000 0.000 0.037 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03179964599756091}), (, {'error': 0.5216829656691737}), (, {'error': 0.2002396232755443}), (, {'error': 0.17410169874777126}), (, {'error': 0.19276002374140577}), (, {'error': 0.25739379746580493}), (, {'error': 0.1725458118359921}), (, {'error': 0.3304550022849564}), (, {'error': 0.29945687203649296}), (, {'error': 0.0924244556348981}), (, {'error': 0.38619570306592577}), (, {'error': 0.03138617740513805}), (, {'error': 0.024106590402279693}), (, {'error': 1.0596063009370895}), (, {'error': 0.1625549351578468}), (, {'error': 0.22990476260295356}), (, {'error': 0.02551429008352407}), (, {'error': 0.08163755502458225}), (, {'error': 0.06096832836796562}), (, {'error': 0.1701811494538663}), (, {'error': 0.9454064912272697}), (, {'error': 0.09757521880104214}), (, {'error': 2.4067965603620074}), (, {'error': 0.018753522993344096})]) -Toy 5/25 -Time taken: 23 min, 31 s -Projected time left: 1 h, 34 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1405 (1405 total) | -| EDM = 3.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297088.92683669785 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.501 | 0.007 | | | -2 | 2 | | -| 1 | phi_p | -0.08 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.04 | 0.19 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -3.00 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.57 | 0.17 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.18 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -2.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -3 | 8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.60 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.43 | 0.30 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.66 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 3.68 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.5 | 0.5 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.25 | 0.07 | | | -2 | 2 | | -| 18| bplus_1 | -0.955 | 0.013 | | | -2 | 2 | | -| 19| p4160_s | 2.30 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 0.18 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.29 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 16.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.07 | 0.41 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.012 -0.223 -0.254 0.211 -0.023 0.158 -0.130 -0.267 -0.268 0.098 -0.241 -0.256 -0.044 -0.224 -0.238 0.285 0.062 -0.265 0.121 -0.009 -0.219 -0.032 -0.299 | -| phi_p | -0.012 1.000 0.048 0.058 -0.027 0.017 -0.024 0.053 0.064 0.058 0.043 0.055 0.056 -0.014 0.049 0.059 -0.035 -0.026 -0.008 -0.012 0.083 0.054 0.737 0.063 | -| Ctt | -0.223 0.048 1.000 0.670 -0.227 0.045 -0.200 0.720 0.773 0.663 -0.025 0.739 0.683 0.052 0.555 0.696 -0.397 -0.294 -0.196 -0.063 0.016 0.673 0.058 0.793 | -| p4040_p | -0.254 0.058 0.670 1.000 -0.360 0.054 -0.427 0.784 0.902 0.844 -0.036 0.766 0.856 0.063 0.696 0.819 -0.428 -0.572 -0.221 -0.080 0.016 0.817 0.070 0.890 | -| p4415_s | 0.211 -0.027 -0.227 -0.360 1.000 -0.027 0.253 -0.411 -0.424 -0.373 0.025 -0.362 -0.404 -0.033 -0.373 -0.379 0.165 0.210 0.204 0.295 -0.008 -0.390 -0.036 -0.419 | -| omega_p | -0.023 0.017 0.045 0.054 -0.027 1.000 -0.022 0.046 0.058 0.054 0.096 0.050 0.052 0.721 0.046 0.054 -0.036 -0.014 -0.006 -0.010 0.102 0.049 0.047 0.058 | -| p4040_s | 0.158 -0.024 -0.200 -0.427 0.253 -0.022 1.000 -0.434 -0.418 -0.517 0.026 -0.349 -0.376 -0.029 -0.387 -0.331 0.174 0.266 0.139 0.077 0.009 -0.386 -0.038 -0.406 | -| DDstar_p | -0.130 0.053 0.720 0.784 -0.411 0.046 -0.434 1.000 0.886 0.797 -0.024 0.744 0.789 0.053 0.594 0.802 -0.426 -0.591 -0.077 -0.261 -0.002 0.794 0.068 0.894 | -| Dbar_p | -0.267 0.064 0.773 0.902 -0.424 0.058 -0.418 0.886 1.000 0.917 -0.040 0.872 0.939 0.069 0.730 0.911 -0.529 -0.649 -0.222 -0.230 0.008 0.886 0.081 0.965 | -| p4160_p | -0.268 0.058 0.663 0.844 -0.373 0.054 -0.517 0.797 0.917 1.000 -0.038 0.792 0.874 0.064 0.736 0.836 -0.407 -0.574 -0.236 -0.252 0.013 0.831 0.072 0.897 | -| rho_s | 0.098 0.043 -0.025 -0.036 0.025 0.096 0.026 -0.024 -0.040 -0.038 1.000 -0.036 -0.039 -0.077 -0.026 -0.035 0.035 0.089 0.038 0.023 0.253 -0.037 0.062 -0.044 | -| psi2s_p | -0.241 0.055 0.739 0.766 -0.362 0.050 -0.349 0.744 0.872 0.792 -0.036 1.000 0.837 0.059 0.632 0.746 -0.436 -0.575 -0.203 -0.210 0.007 0.774 0.070 0.856 | -| jpsi_p | -0.256 0.056 0.683 0.856 -0.404 0.052 -0.376 0.789 0.939 0.874 -0.039 0.837 1.000 0.060 0.703 0.872 -0.464 -0.628 -0.218 -0.212 0.013 0.826 0.067 0.915 | -| omega_s | -0.044 -0.014 0.052 0.063 -0.033 0.721 -0.029 0.053 0.069 0.064 -0.077 0.059 0.060 1.000 0.053 0.063 -0.045 -0.030 -0.010 -0.015 0.323 0.057 0.035 0.070 | -| p4415_p | -0.224 0.049 0.555 0.696 -0.373 0.046 -0.387 0.594 0.730 0.736 -0.026 0.632 0.703 0.053 1.000 0.676 -0.334 -0.418 -0.204 -0.252 0.024 0.663 0.055 0.720 | -| p3770_s | -0.238 0.059 0.696 0.819 -0.379 0.054 -0.331 0.802 0.911 0.836 -0.035 0.746 0.872 0.063 0.676 1.000 -0.444 -0.592 -0.203 -0.188 0.016 0.759 0.071 0.900 | -| DDstar_s | 0.285 -0.035 -0.397 -0.428 0.165 -0.036 0.174 -0.426 -0.529 -0.407 0.035 -0.436 -0.464 -0.045 -0.334 -0.444 1.000 0.315 0.285 0.073 -0.022 -0.402 -0.042 -0.490 | -| bplus_2 | 0.062 -0.026 -0.294 -0.572 0.210 -0.014 0.266 -0.591 -0.649 -0.574 0.089 -0.575 -0.628 -0.030 -0.418 -0.592 0.315 1.000 0.016 0.174 0.135 -0.555 -0.083 -0.651 | -| bplus_1 | -0.265 -0.008 -0.196 -0.221 0.204 -0.006 0.139 -0.077 -0.222 -0.236 0.038 -0.203 -0.218 -0.010 -0.204 -0.203 0.285 0.016 1.000 0.107 0.040 -0.183 -0.022 -0.258 | -| p4160_s | 0.121 -0.012 -0.063 -0.080 0.295 -0.010 0.077 -0.261 -0.230 -0.252 0.023 -0.210 -0.212 -0.015 -0.252 -0.188 0.073 0.174 0.107 1.000 0.021 -0.208 -0.026 -0.215 | -| rho_p | -0.009 0.083 0.016 0.016 -0.008 0.102 0.009 -0.002 0.008 0.013 0.253 0.007 0.013 0.323 0.024 0.016 -0.022 0.135 0.040 0.021 1.000 0.002 0.114 0.009 | -| p3770_p | -0.219 0.054 0.673 0.817 -0.390 0.049 -0.386 0.794 0.886 0.831 -0.037 0.774 0.826 0.057 0.663 0.759 -0.402 -0.555 -0.183 -0.208 0.002 1.000 0.069 0.844 | -| phi_s | -0.032 0.737 0.058 0.070 -0.036 0.047 -0.038 0.068 0.081 0.072 0.062 0.070 0.067 0.035 0.055 0.071 -0.042 -0.083 -0.022 -0.026 0.114 0.069 1.000 0.081 | -| Dbar_s | -0.299 0.063 0.793 0.890 -0.419 0.058 -0.406 0.894 0.965 0.897 -0.044 0.856 0.915 0.070 0.720 0.900 -0.490 -0.651 -0.258 -0.215 0.009 0.844 0.081 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.006834829329423808}), (, {'error': 0.2853366566666353}), (, {'error': 0.19113543787265608}), (, {'error': 0.30223694025611114}), (, {'error': 0.17134041907647524}), (, {'error': 0.32740935076012523}), (, {'error': 0.1526569236271348}), (, {'error': 0.48167628022498454}), (, {'error': 7.655758967576707}), (, {'error': 0.1956821602618053}), (, {'error': 0.3031716185290845}), (, {'error': 0.05755878449383012}), (, {'error': 0.06502586409591116}), (, {'error': 1.1260560278814502}), (, {'error': 0.17660963039722155}), (, {'error': 0.4661305491219565}), (, {'error': 0.41363764869625474}), (, {'error': 0.0687698721267318}), (, {'error': 0.012975974951589975}), (, {'error': 0.14061653191499124}), (, {'error': 0.20503580310378533}), (, {'error': 0.2039890615127833}), (, {'error': 1.0603520281803904}), (, {'error': 0.4061281799225147})]) -Toy 6/25 -Time taken: 28 min, 40 s -Projected time left: 1 h, 30 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1509 (1509 total) | -| EDM = 0.000628 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297297.47000849526 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 0.58 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.51 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 4.17 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.23 | 0.38 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.869 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -1.613 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.05 | 0.10 | | | -2 | 2 | | -| 18| bplus_1 | 1.04 | 0.07 | | | -2 | 2 | | -| 19| p4160_s | 2.21 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 6.16 | 0.29 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 20.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.004 0.079 0.010 0.005 0.075 0.001 -0.214 -0.068 0.036 -0.320 0.025 0.128 0.160 0.000 -0.016 -0.023 -0.023 -0.904 -0.001 0.079 -0.008 0.096 -0.006 | -| phi_p | 0.004 1.000 -0.009 -0.003 -0.001 -0.037 -0.012 -0.001 -0.005 -0.000 -0.004 -0.004 0.002 -0.078 0.000 -0.009 0.002 0.043 0.002 -0.014 -0.170 0.001 0.718 0.001 | -| Ctt | 0.079 -0.009 1.000 -0.271 -0.006 0.013 0.295 0.038 -0.373 -0.344 -0.020 0.242 0.278 0.013 -0.007 -0.094 -0.008 -0.669 0.049 0.214 0.084 -0.196 -0.034 -0.014 | -| p4040_p | 0.010 -0.003 -0.271 1.000 0.014 0.001 -0.150 0.032 -0.111 0.236 -0.012 -0.180 -0.094 0.004 -0.004 -0.060 0.046 0.053 0.017 0.336 -0.005 0.139 0.001 0.026 | -| p4415_s | 0.005 -0.001 -0.006 0.014 1.000 0.001 -0.016 -0.012 -0.008 0.026 -0.003 -0.004 0.002 0.002 -0.026 -0.000 0.002 -0.020 0.007 -0.020 0.003 0.004 -0.001 0.001 | -| omega_p | 0.075 -0.037 0.013 0.001 0.001 1.000 0.008 -0.033 -0.006 0.001 -0.153 0.002 -0.013 0.754 -0.000 -0.000 -0.003 -0.028 -0.061 0.008 -0.022 -0.008 0.015 -0.000 | -| p4040_s | 0.001 -0.012 0.295 -0.150 -0.016 0.008 1.000 -0.208 -0.116 -0.465 -0.005 -0.015 0.028 0.007 -0.004 0.101 -0.013 -0.200 0.065 0.062 0.050 -0.124 -0.030 -0.009 | -| DDstar_p | -0.214 -0.001 0.038 0.032 -0.012 -0.033 -0.208 1.000 -0.289 0.012 0.130 -0.158 -0.170 -0.064 0.009 0.070 0.092 0.301 -0.125 -0.102 -0.031 0.166 -0.024 0.002 | -| Dbar_p | -0.068 -0.005 -0.373 -0.111 -0.008 -0.006 -0.116 -0.289 1.000 -0.041 0.042 -0.096 0.133 -0.018 0.002 -0.151 -0.013 -0.006 -0.019 -0.095 0.017 0.230 -0.024 0.044 | -| p4160_p | 0.036 -0.000 -0.344 0.236 0.026 0.001 -0.465 0.012 -0.041 1.000 -0.024 -0.111 -0.065 0.008 -0.005 -0.024 0.074 0.062 0.009 -0.093 -0.015 0.140 0.011 0.040 | -| rho_s | -0.320 -0.004 -0.020 -0.012 -0.003 -0.153 -0.005 0.130 0.042 -0.024 1.000 -0.016 -0.045 -0.391 0.000 0.005 0.015 -0.003 0.251 0.002 0.137 0.017 -0.070 0.004 | -| psi2s_p | 0.025 -0.004 0.242 -0.180 -0.004 0.002 -0.015 -0.158 -0.096 -0.111 -0.016 1.000 0.006 0.006 -0.000 -0.411 0.025 -0.088 0.041 -0.059 0.007 -0.052 -0.004 0.032 | -| jpsi_p | 0.128 0.002 0.278 -0.094 0.002 -0.013 0.028 -0.170 0.133 -0.065 -0.045 0.006 1.000 -0.002 -0.001 -0.072 0.077 -0.228 -0.021 0.013 -0.053 -0.047 0.028 0.072 | -| omega_s | 0.160 -0.078 0.013 0.004 0.002 0.754 0.007 -0.064 -0.018 0.008 -0.391 0.006 -0.002 1.000 -0.000 -0.003 -0.007 -0.020 -0.131 0.004 0.147 -0.013 0.005 -0.001 | -| p4415_p | 0.000 0.000 -0.007 -0.004 -0.026 -0.000 -0.004 0.009 0.002 -0.005 0.000 -0.000 -0.001 -0.000 1.000 -0.000 0.000 0.005 -0.002 -0.008 -0.001 0.003 0.001 -0.000 | -| p3770_s | -0.016 -0.009 -0.094 -0.060 -0.000 -0.000 0.101 0.070 -0.151 -0.024 0.005 -0.411 -0.072 -0.003 -0.000 1.000 0.049 0.057 -0.011 0.021 0.015 -0.275 -0.018 0.033 | -| DDstar_s | -0.023 0.002 -0.008 0.046 0.002 -0.003 -0.013 0.092 -0.013 0.074 0.015 0.025 0.077 -0.007 0.000 0.049 1.000 0.036 -0.019 0.001 -0.004 0.065 -0.001 -0.003 | -| bplus_2 | -0.023 0.043 -0.669 0.053 -0.020 -0.028 -0.200 0.301 -0.006 0.062 -0.003 -0.088 -0.228 -0.020 0.005 0.057 0.036 1.000 -0.222 -0.222 -0.203 0.092 0.112 0.006 | -| bplus_1 | -0.904 0.002 0.049 0.017 0.007 -0.061 0.065 -0.125 -0.019 0.009 0.251 0.041 -0.021 -0.131 -0.002 -0.011 -0.019 -0.222 1.000 0.043 -0.073 -0.086 -0.080 -0.005 | -| p4160_s | -0.001 -0.014 0.214 0.336 -0.020 0.008 0.062 -0.102 -0.095 -0.093 0.002 -0.059 0.013 0.004 -0.008 0.021 0.001 -0.222 0.043 1.000 0.059 -0.034 -0.036 -0.004 | -| rho_p | 0.079 -0.170 0.084 -0.005 0.003 -0.022 0.050 -0.031 0.017 -0.015 0.137 0.007 -0.053 0.147 -0.001 0.015 -0.004 -0.203 -0.073 0.059 1.000 -0.014 -0.102 0.001 | -| p3770_p | -0.008 0.001 -0.196 0.139 0.004 -0.008 -0.124 0.166 0.230 0.140 0.017 -0.052 -0.047 -0.013 0.003 -0.275 0.065 0.092 -0.086 -0.034 -0.014 1.000 -0.000 0.066 | -| phi_s | 0.096 0.718 -0.034 0.001 -0.001 0.015 -0.030 -0.024 -0.024 0.011 -0.070 -0.004 0.028 0.005 0.001 -0.018 -0.001 0.112 -0.080 -0.036 -0.102 -0.000 1.000 -0.001 | -| Dbar_s | -0.006 0.001 -0.014 0.026 0.001 -0.000 -0.009 0.002 0.044 0.040 0.004 0.032 0.072 -0.001 -0.000 0.033 -0.003 0.006 -0.005 -0.004 0.001 0.066 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.037868364749722994}), (, {'error': 0.21405330229619413}), (, {'error': 0.20201328523239798}), (, {'error': 0.20028970374143018}), (, {'error': 0.04474139972373073}), (, {'error': 0.37513532473455413}), (, {'error': 0.16551947845973353}), (, {'error': 0.4264463889540626}), (, {'error': 0.35743563967683833}), (, {'error': 0.09615775390978243}), (, {'error': 0.33731691952342524}), (, {'error': 0.031525161818810155}), (, {'error': 0.024238789537814664}), (, {'error': 1.417027218331988}), (, {'error': 0.1598483188751847}), (, {'error': 0.23092351882575413}), (, {'error': 0.041003584423645156}), (, {'error': 0.10114170062904237}), (, {'error': 0.07397910623559878}), (, {'error': 0.1563565570266907}), (, {'error': 0.29456882119610484}), (, {'error': 0.09765546993268859}), (, {'error': 1.1962198828591237}), (, {'error': 0.02766713160674572})]) -Toy 7/25 -Time taken: 34 min, 4 s -Projected time left: 1 h, 27 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1294 (1294 total) | -| EDM = 0.000463 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297283.6781704719 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.430 | 0.030 | | | -2 | 2 | | -| 1 | phi_p | 1.02 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.27 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.91 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 1.29 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.08 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -6.3 | 2.7 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 3.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.20 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -4.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 9.41 | 0.24 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 4.04 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.82 | 0.27 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 1.89 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.49 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 22.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.30 | 0.14 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.013 0.021 -0.019 -0.034 -0.256 -0.039 0.020 0.042 0.027 -0.372 0.004 -0.082 0.013 -0.017 0.004 -0.043 -0.080 -0.944 -0.048 -0.137 0.068 0.153 0.050 | -| phi_p | -0.013 1.000 -0.030 -0.000 -0.007 0.067 -0.014 -0.012 0.017 0.012 0.210 0.007 0.011 0.005 -0.007 0.001 0.001 0.101 0.021 -0.024 -0.234 0.013 0.354 0.005 | -| Ctt | 0.021 -0.030 1.000 0.015 0.154 0.008 0.243 0.310 0.404 -0.181 -0.068 0.327 -0.195 -0.001 0.005 0.059 0.051 -0.588 0.097 0.224 0.099 -0.066 -0.060 0.260 | -| p4040_p | -0.019 -0.000 0.015 1.000 0.019 -0.006 -0.251 -0.187 0.383 0.226 -0.023 0.081 0.337 0.000 0.263 0.217 -0.004 0.023 0.076 0.306 0.009 0.286 -0.012 0.110 | -| p4415_s | -0.034 -0.007 0.154 0.019 1.000 0.024 0.154 0.011 -0.121 -0.121 0.024 -0.021 -0.114 -0.001 -0.184 -0.029 -0.008 0.080 -0.084 0.321 0.030 -0.104 -0.021 -0.041 | -| omega_p | -0.256 0.067 0.008 -0.006 0.024 1.000 0.027 -0.012 -0.043 -0.025 0.619 -0.009 0.006 -0.078 -0.001 -0.012 0.029 -0.016 0.228 0.026 0.353 -0.026 -0.050 -0.033 | -| p4040_s | -0.039 -0.014 0.243 -0.251 0.154 0.027 1.000 -0.019 -0.194 -0.468 0.012 0.007 -0.135 -0.002 -0.263 0.030 -0.074 -0.059 -0.040 -0.127 0.054 -0.187 -0.035 -0.021 | -| DDstar_p | 0.020 -0.012 0.310 -0.187 0.011 -0.012 -0.019 1.000 0.385 -0.290 -0.016 -0.102 -0.376 0.000 -0.273 -0.057 0.175 -0.074 0.023 -0.036 -0.004 -0.142 0.001 0.096 | -| Dbar_p | 0.042 0.017 0.404 0.383 -0.121 -0.043 -0.194 0.385 1.000 0.327 -0.040 0.388 0.380 0.002 0.229 0.423 0.159 0.077 0.113 0.013 -0.061 0.235 0.038 0.273 | -| p4160_p | 0.027 0.012 -0.181 0.226 -0.121 -0.025 -0.468 -0.290 0.327 1.000 -0.027 0.141 0.412 0.002 0.467 0.197 0.025 0.038 0.071 -0.098 -0.033 0.321 0.019 0.040 | -| rho_s | -0.372 0.210 -0.068 -0.023 0.024 0.619 0.012 -0.016 -0.040 -0.027 1.000 -0.013 0.018 -0.019 -0.032 -0.027 0.045 0.174 0.335 -0.013 0.067 -0.024 -0.007 -0.034 | -| psi2s_p | 0.004 0.007 0.327 0.081 -0.021 -0.009 0.007 -0.102 0.388 0.141 -0.013 1.000 0.305 0.001 0.120 -0.082 0.004 0.010 0.044 -0.027 -0.010 0.147 0.004 0.079 | -| jpsi_p | -0.082 0.011 -0.195 0.337 -0.114 0.006 -0.135 -0.376 0.380 0.412 0.018 0.305 1.000 0.001 0.292 0.337 -0.022 0.263 0.094 -0.037 -0.019 0.238 -0.010 -0.026 | -| omega_s | 0.013 0.005 -0.001 0.000 -0.001 -0.078 -0.002 0.000 0.002 0.002 -0.019 0.001 0.001 1.000 0.000 0.001 -0.002 0.003 -0.012 -0.002 -0.025 0.002 0.004 0.002 | -| p4415_p | -0.017 -0.007 0.005 0.263 -0.184 -0.001 -0.263 -0.273 0.229 0.467 -0.032 0.120 0.292 0.000 1.000 0.171 -0.073 -0.125 0.101 -0.113 0.033 0.224 -0.024 0.078 | -| p3770_s | 0.004 0.001 0.059 0.217 -0.029 -0.012 0.030 -0.057 0.423 0.197 -0.027 -0.082 0.337 0.001 0.171 1.000 0.074 0.076 0.029 0.041 0.000 -0.063 -0.006 0.101 | -| DDstar_s | -0.043 0.001 0.051 -0.004 -0.008 0.029 -0.074 0.175 0.159 0.025 0.045 0.004 -0.022 -0.002 -0.073 0.074 1.000 0.136 -0.099 -0.052 0.016 0.121 -0.010 0.084 | -| bplus_2 | -0.080 0.101 -0.588 0.023 0.080 -0.016 -0.059 -0.074 0.077 0.038 0.174 0.010 0.263 0.003 -0.125 0.076 0.136 1.000 -0.070 -0.126 -0.276 0.047 0.163 -0.055 | -| bplus_1 | -0.944 0.021 0.097 0.076 -0.084 0.228 -0.040 0.023 0.113 0.071 0.335 0.044 0.094 -0.012 0.101 0.029 -0.099 -0.070 1.000 0.008 0.105 -0.036 -0.134 0.075 | -| p4160_s | -0.048 -0.024 0.224 0.306 0.321 0.026 -0.127 -0.036 0.013 -0.098 -0.013 -0.027 -0.037 -0.002 -0.113 0.041 -0.052 -0.126 0.008 1.000 0.082 -0.003 -0.056 0.058 | -| rho_p | -0.137 -0.234 0.099 0.009 0.030 0.353 0.054 -0.004 -0.061 -0.033 0.067 -0.010 -0.019 -0.025 0.033 0.000 0.016 -0.276 0.105 0.082 1.000 -0.039 -0.181 -0.039 | -| p3770_p | 0.068 0.013 -0.066 0.286 -0.104 -0.026 -0.187 -0.142 0.235 0.321 -0.024 0.147 0.238 0.002 0.224 -0.063 0.121 0.047 -0.036 -0.003 -0.039 1.000 0.024 -0.138 | -| phi_s | 0.153 0.354 -0.060 -0.012 -0.021 -0.050 -0.035 0.001 0.038 0.019 -0.007 0.004 -0.010 0.004 -0.024 -0.006 -0.010 0.163 -0.134 -0.056 -0.181 0.024 1.000 0.025 | -| Dbar_s | 0.050 0.005 0.260 0.110 -0.041 -0.033 -0.021 0.096 0.273 0.040 -0.034 0.079 -0.026 0.002 0.078 0.101 0.084 -0.055 0.075 0.058 -0.039 -0.138 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030315626992870714}), (, {'error': 0.1190849840962267}), (, {'error': 0.19679331944084444}), (, {'error': 0.18950480090815813}), (, {'error': 0.19470498704614203}), (, {'error': 0.20126322274360042}), (, {'error': 0.1808473052944365}), (, {'error': 2.6521969293202705}), (, {'error': 0.6240359515280351}), (, {'error': 0.13377629831039872}), (, {'error': 0.3544766018588056}), (, {'error': 0.03497681610483827}), (, {'error': 0.03225663520667421}), (, {'error': 0.24441763347013}), (, {'error': 0.16536152527537862}), (, {'error': 0.2670448931595737}), (, {'error': 0.429735050087919}), (, {'error': 0.08365102591329321}), (, {'error': 0.058170251801015205}), (, {'error': 0.17378615810199305}), (, {'error': 0.3570695680072302}), (, {'error': 0.11231672381911029}), (, {'error': 0.923615269555361}), (, {'error': 0.13518276960037004})]) -Toy 8/25 -Time taken: 39 min, 2 s -Projected time left: 1 h, 22 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1384 (1384 total) | -| EDM = 0.000373 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297374.31926762854 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.37 | 0.03 | | | -2 | 2 | | -| 1 | phi_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.13 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -3.30 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.68 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.11 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 4.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.718 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 5.12 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.06 | 0.25 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.38 | 0.07 | | | -2 | 2 | | -| 18| bplus_1 | 0.64 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.12 | 0.89 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 18.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.007 0.036 -0.077 -0.031 -0.008 0.023 0.006 -0.021 0.002 -0.563 -0.019 -0.191 0.402 -0.049 -0.004 -0.001 -0.289 -0.975 0.000 0.442 0.087 0.197 0.007 | -| phi_p | 0.007 1.000 0.004 0.001 0.002 -0.013 0.002 -0.000 0.001 -0.000 0.008 -0.001 -0.010 0.005 0.001 -0.000 0.000 -0.012 -0.008 -0.000 0.049 -0.003 0.509 -0.000 | -| Ctt | 0.036 0.004 1.000 0.090 0.266 -0.006 0.343 0.024 0.331 -0.003 0.005 0.367 -0.280 0.010 -0.021 -0.070 -0.001 -0.692 0.074 -0.008 0.093 -0.124 -0.043 0.037 | -| p4040_p | -0.077 0.001 0.090 1.000 0.119 -0.002 -0.200 -0.037 0.332 -0.003 0.039 -0.084 0.086 -0.021 -0.014 0.157 0.011 -0.065 0.105 -0.007 0.012 0.101 -0.033 0.008 | -| p4415_s | -0.031 0.002 0.266 0.119 1.000 -0.003 0.013 0.006 0.034 -0.003 0.044 0.030 -0.089 -0.019 -0.029 0.017 0.016 -0.165 0.007 0.004 0.030 -0.030 -0.037 0.011 | -| omega_p | -0.008 -0.013 -0.006 -0.002 -0.003 1.000 -0.002 0.000 -0.000 0.000 0.022 -0.001 0.004 -0.263 -0.002 -0.001 0.000 0.015 0.008 0.000 0.029 0.002 -0.019 0.000 | -| p4040_s | 0.023 0.002 0.343 -0.200 0.013 -0.002 1.000 0.023 -0.160 0.009 0.020 0.120 -0.144 -0.005 -0.200 0.017 0.011 -0.167 -0.064 -0.009 0.033 -0.174 -0.021 0.009 | -| DDstar_p | 0.006 -0.000 0.024 -0.037 0.006 0.000 0.023 1.000 0.003 0.000 -0.003 -0.023 -0.077 0.002 -0.014 -0.031 0.007 -0.023 0.000 -0.002 0.003 -0.037 0.001 -0.001 | -| Dbar_p | -0.021 0.001 0.331 0.332 0.034 -0.000 -0.160 0.003 1.000 -0.005 -0.045 0.291 0.312 0.024 0.145 0.304 -0.022 0.039 0.147 0.007 -0.001 0.008 0.019 0.024 | -| p4160_p | 0.002 -0.000 -0.003 -0.003 -0.003 0.000 0.009 0.000 -0.005 1.000 -0.001 0.001 -0.000 0.001 0.003 -0.002 -0.001 0.002 -0.003 -0.002 0.000 -0.001 0.001 -0.000 | -| rho_s | -0.563 0.008 0.005 0.039 0.044 0.022 0.020 -0.003 -0.045 -0.001 1.000 0.011 0.090 -0.499 0.017 -0.015 -0.010 0.098 0.534 -0.001 -0.252 -0.063 -0.127 -0.010 | -| psi2s_p | -0.019 -0.001 0.367 -0.084 0.030 -0.001 0.120 -0.023 0.291 0.001 0.011 1.000 0.063 -0.006 -0.032 -0.352 0.004 -0.102 0.048 -0.002 0.010 0.034 -0.015 -0.003 | -| jpsi_p | -0.191 -0.010 -0.280 0.086 -0.089 0.004 -0.144 -0.077 0.312 -0.000 0.090 0.063 1.000 -0.072 0.056 0.164 0.001 0.314 0.165 0.005 -0.079 0.002 -0.046 -0.047 | -| omega_s | 0.402 0.005 0.010 -0.021 -0.019 -0.263 -0.005 0.002 0.024 0.001 -0.499 -0.006 -0.072 1.000 -0.007 0.011 0.006 -0.118 -0.388 0.001 0.516 0.035 0.130 0.005 | -| p4415_p | -0.049 0.001 -0.021 -0.014 -0.029 -0.002 -0.200 -0.014 0.145 0.003 0.017 -0.032 0.056 -0.007 1.000 0.044 0.010 -0.164 0.124 0.007 0.018 0.088 -0.020 0.010 | -| p3770_s | -0.004 -0.000 -0.070 0.157 0.017 -0.001 0.017 -0.031 0.304 -0.002 -0.015 -0.352 0.164 0.011 0.044 1.000 -0.019 0.053 0.019 0.002 0.023 -0.195 -0.006 -0.011 | -| DDstar_s | -0.001 0.000 -0.001 0.011 0.016 0.000 0.011 0.007 -0.022 -0.001 -0.010 0.004 0.001 0.006 0.010 -0.019 1.000 -0.024 0.034 -0.001 0.004 -0.032 0.003 -0.004 | -| bplus_2 | -0.289 -0.012 -0.692 -0.065 -0.165 0.015 -0.167 -0.023 0.039 0.002 0.098 -0.102 0.314 -0.118 -0.164 0.053 -0.024 1.000 0.172 0.002 -0.321 0.025 0.046 -0.018 | -| bplus_1 | -0.975 -0.008 0.074 0.105 0.007 0.008 -0.064 0.000 0.147 -0.003 0.534 0.048 0.165 -0.388 0.124 0.019 0.034 0.172 1.000 0.002 -0.432 -0.069 -0.191 0.012 | -| p4160_s | 0.000 -0.000 -0.008 -0.007 0.004 0.000 -0.009 -0.002 0.007 -0.002 -0.001 -0.002 0.005 0.001 0.007 0.002 -0.001 0.002 0.002 1.000 0.000 0.005 0.000 -0.001 | -| rho_p | 0.442 0.049 0.093 0.012 0.030 0.029 0.033 0.003 -0.001 0.000 -0.252 0.010 -0.079 0.516 0.018 0.023 0.004 -0.321 -0.432 0.000 1.000 0.015 0.157 0.002 | -| p3770_p | 0.087 -0.003 -0.124 0.101 -0.030 0.002 -0.174 -0.037 0.008 -0.001 -0.063 0.034 0.002 0.035 0.088 -0.195 -0.032 0.025 -0.069 0.005 0.015 1.000 0.027 -0.061 | -| phi_s | 0.197 0.509 -0.043 -0.033 -0.037 -0.019 -0.021 0.001 0.019 0.001 -0.127 -0.015 -0.046 0.130 -0.020 -0.006 0.003 0.046 -0.191 0.000 0.157 0.027 1.000 0.005 | -| Dbar_s | 0.007 -0.000 0.037 0.008 0.011 0.000 0.009 -0.001 0.024 -0.000 -0.010 -0.003 -0.047 0.005 0.010 -0.011 -0.004 -0.018 0.012 -0.001 0.002 -0.061 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03194957441996549}), (, {'error': 0.3545658815306618}), (, {'error': 0.196642133059875}), (, {'error': 0.1436947533237498}), (, {'error': 0.19255311407242043}), (, {'error': 0.30848549208693044}), (, {'error': 0.17603861191349585}), (, {'error': 0.11834354877803577}), (, {'error': 0.3707748238380386}), (, {'error': 0.010438997579904186}), (, {'error': 0.41065010316010564}), (, {'error': 0.03255669904663083}), (, {'error': 0.025234020370345167}), (, {'error': 1.109449557031808}), (, {'error': 0.3022328827088927}), (, {'error': 0.24593429321375515}), (, {'error': 0.034278352967131165}), (, {'error': 0.07462300751817552}), (, {'error': 0.05599478246258216}), (, {'error': 0.013764095624740569}), (, {'error': 0.8858455717745213}), (, {'error': 0.09810903424485629}), (, {'error': 1.0325509835867361}), (, {'error': 0.026494302593726676})]) -Toy 9/25 -Time taken: 44 min, 14 s -Projected time left: 1 h, 18 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1577 (1577 total) | -| EDM = 0.00334 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297130.63724887976 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.467 | 0.007 | | | -2 | 2 | | -| 1 | phi_p | -5.62 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.55 | 0.18 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.17 | 0.17 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.78 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.62 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 6.2 | 0.8 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.20 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.73 | 0.26 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.07 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.67 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8.5 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.35 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.9 | 0.5 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.28 | 0.07 | | | -2 | 2 | | -| 18| bplus_1 | 0.904 | 0.013 | | | -2 | 2 | | -| 19| p4160_s | 2.09 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.84 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 20.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.14 | 0.08 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.001 0.007 -0.038 -0.090 -0.021 -0.023 -0.047 -0.057 -0.028 -0.083 -0.060 -0.074 0.012 -0.008 -0.062 -0.241 -0.239 -0.516 -0.043 -0.047 -0.063 0.033 -0.135 | -| phi_p | -0.001 1.000 0.044 0.043 -0.020 0.019 -0.032 0.041 0.053 0.048 0.113 0.048 0.048 -0.043 0.032 0.048 0.008 0.060 0.020 -0.017 -0.145 0.051 0.583 -0.025 | -| Ctt | 0.007 0.044 1.000 0.652 -0.226 0.021 -0.338 0.663 0.792 0.688 -0.036 0.776 0.731 0.029 0.521 0.726 0.090 0.367 0.102 -0.109 0.015 0.731 0.032 -0.553 | -| p4040_p | -0.038 0.043 0.652 1.000 -0.322 0.021 -0.551 0.688 0.861 0.797 -0.041 0.764 0.832 0.031 0.600 0.797 0.046 0.584 0.109 -0.083 0.019 0.826 0.032 -0.529 | -| p4415_s | -0.090 -0.020 -0.226 -0.322 1.000 -0.008 0.294 -0.336 -0.414 -0.378 0.028 -0.376 -0.408 -0.018 -0.333 -0.380 -0.100 -0.223 -0.132 0.306 -0.003 -0.404 -0.022 0.238 | -| omega_p | -0.021 0.019 0.021 0.021 -0.008 1.000 -0.014 0.021 0.026 0.023 0.307 0.024 0.023 0.623 0.016 0.024 0.009 0.025 0.010 -0.007 0.047 0.025 0.021 -0.008 | -| p4040_s | -0.023 -0.032 -0.338 -0.551 0.294 -0.014 1.000 -0.491 -0.581 -0.644 0.022 -0.523 -0.559 -0.024 -0.475 -0.507 -0.125 -0.393 -0.106 0.047 0.006 -0.566 -0.033 0.307 | -| DDstar_p | -0.047 0.041 0.663 0.688 -0.336 0.021 -0.491 1.000 0.834 0.739 -0.033 0.740 0.773 0.030 0.510 0.756 0.070 0.571 0.093 -0.233 0.010 0.771 0.034 -0.465 | -| Dbar_p | -0.057 0.053 0.792 0.861 -0.414 0.026 -0.581 0.834 1.000 0.931 -0.038 0.920 0.967 0.038 0.666 0.933 0.057 0.698 0.114 -0.265 0.010 0.946 0.044 -0.542 | -| p4160_p | -0.028 0.048 0.688 0.797 -0.378 0.023 -0.644 0.739 0.931 1.000 -0.041 0.847 0.905 0.035 0.679 0.866 0.077 0.631 0.124 -0.275 0.012 0.894 0.039 -0.524 | -| rho_s | -0.083 0.113 -0.036 -0.041 0.028 0.307 0.022 -0.033 -0.038 -0.041 1.000 -0.035 -0.040 -0.098 -0.040 -0.040 0.035 0.055 0.039 0.001 0.013 -0.034 0.020 0.040 | -| psi2s_p | -0.060 0.048 0.776 0.764 -0.376 0.024 -0.523 0.740 0.920 0.847 -0.035 1.000 0.896 0.034 0.600 0.816 0.037 0.648 0.100 -0.262 0.011 0.870 0.038 -0.519 | -| jpsi_p | -0.074 0.048 0.731 0.832 -0.408 0.023 -0.559 0.773 0.967 0.905 -0.040 0.896 1.000 0.033 0.646 0.908 0.034 0.688 0.104 -0.263 0.017 0.914 0.033 -0.526 | -| omega_s | 0.012 -0.043 0.029 0.031 -0.018 0.623 -0.024 0.030 0.038 0.035 -0.098 0.034 0.033 1.000 0.023 0.034 -0.003 0.036 0.004 -0.014 -0.019 0.035 0.006 -0.026 | -| p4415_p | -0.008 0.032 0.521 0.600 -0.333 0.016 -0.475 0.510 0.666 0.679 -0.040 0.600 0.646 0.023 1.000 0.625 0.002 0.400 0.098 -0.257 0.026 0.640 0.019 -0.415 | -| p3770_s | -0.062 0.048 0.726 0.797 -0.380 0.024 -0.507 0.756 0.933 0.866 -0.040 0.816 0.908 0.034 0.625 1.000 0.066 0.648 0.097 -0.236 0.016 0.855 0.036 -0.538 | -| DDstar_s | -0.241 0.008 0.090 0.046 -0.100 0.009 -0.125 0.070 0.057 0.077 0.035 0.037 0.034 -0.003 0.002 0.066 1.000 0.079 -0.183 -0.096 0.000 0.085 -0.002 -0.224 | -| bplus_2 | -0.239 0.060 0.367 0.584 -0.223 0.025 -0.393 0.571 0.698 0.631 0.055 0.648 0.688 0.036 0.400 0.648 0.079 1.000 0.030 -0.216 -0.130 0.649 0.093 -0.431 | -| bplus_1 | -0.516 0.020 0.102 0.109 -0.132 0.010 -0.106 0.093 0.114 0.124 0.039 0.100 0.104 0.004 0.098 0.097 -0.183 0.030 1.000 -0.077 -0.051 0.093 0.019 -0.204 | -| p4160_s | -0.043 -0.017 -0.109 -0.083 0.306 -0.007 0.047 -0.233 -0.265 -0.275 0.001 -0.262 -0.263 -0.014 -0.257 -0.236 -0.096 -0.216 -0.077 1.000 0.024 -0.254 -0.028 0.091 | -| rho_p | -0.047 -0.145 0.015 0.019 -0.003 0.047 0.006 0.010 0.010 0.012 0.013 0.011 0.017 -0.019 0.026 0.016 0.000 -0.130 -0.051 0.024 1.000 0.007 -0.087 0.008 | -| p3770_p | -0.063 0.051 0.731 0.826 -0.404 0.025 -0.566 0.771 0.946 0.894 -0.034 0.870 0.914 0.035 0.640 0.855 0.085 0.649 0.093 -0.254 0.007 1.000 0.041 -0.461 | -| phi_s | 0.033 0.583 0.032 0.032 -0.022 0.021 -0.033 0.034 0.044 0.039 0.020 0.038 0.033 0.006 0.019 0.036 -0.002 0.093 0.019 -0.028 -0.087 0.041 1.000 -0.035 | -| Dbar_s | -0.135 -0.025 -0.553 -0.529 0.238 -0.008 0.307 -0.465 -0.542 -0.524 0.040 -0.519 -0.526 -0.026 -0.415 -0.538 -0.224 -0.431 -0.204 0.091 0.008 -0.461 -0.035 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007038813065459948}), (, {'error': 0.16063841292419445}), (, {'error': 0.18256229081912423}), (, {'error': 0.4602256834201617}), (, {'error': 0.17337058643518388}), (, {'error': 0.205239636287875}), (, {'error': 0.17405782593916794}), (, {'error': 0.8347915781448183}), (, {'error': 12.490270917941922}), (, {'error': 0.22656771958780086}), (, {'error': 0.26478200504319693}), (, {'error': 0.06702505418171878}), (, {'error': 0.0790484478005653}), (, {'error': 1.157662341570636}), (, {'error': 0.20367976522724685}), (, {'error': 0.5236054013550593}), (, {'error': 0.12178609321426602}), (, {'error': 0.07159066474784304}), (, {'error': 0.012742912708611831}), (, {'error': 0.1418556258871756}), (, {'error': 0.46520151082141403}), (, {'error': 0.26995549675521247}), (, {'error': 0.9315900161196726}), (, {'error': 0.08246082939863689})]) -Toy 10/25 -Time taken: 50 min, 3 s -Projected time left: 1 h, 15 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=749 (749 total) | -| EDM = 0.000166 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297568.25631560566 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.426 | 0.017 | | | -2 | 2 | | -| 1 | phi_p | -5.69 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.12 | 0.23 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -3.27 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.68 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.96 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 3.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 4.16 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.75 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8.3 | 1.7 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 4.65 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.75 | 0.24 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.42 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | -0.79 | 0.03 | | | -2 | 2 | | -| 19| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.61 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 18.3 | 1.4 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.023 -0.009 0.039 0.013 -0.055 -0.000 0.022 0.007 -0.001 0.287 0.006 0.056 -0.116 0.027 0.045 -0.000 -0.102 -0.884 0.001 -0.013 0.026 -0.006 -0.003 | -| phi_p | 0.023 1.000 -0.020 -0.021 -0.009 -0.091 -0.008 -0.001 0.003 0.000 0.016 -0.009 -0.028 -0.144 -0.024 -0.011 -0.000 -0.084 -0.032 -0.000 -0.287 0.007 0.804 0.001 | -| Ctt | -0.009 -0.020 1.000 -0.057 0.250 0.021 0.412 -0.163 0.258 -0.002 0.024 0.212 -0.423 0.013 0.055 -0.204 0.005 0.769 -0.164 -0.013 0.133 -0.101 -0.043 0.023 | -| p4040_p | 0.039 -0.021 -0.057 1.000 0.107 0.012 -0.276 0.335 0.272 -0.005 -0.018 -0.031 0.238 0.014 0.108 0.182 -0.004 0.035 -0.143 -0.000 0.041 0.151 -0.032 0.003 | -| p4415_s | 0.013 -0.009 0.250 0.107 1.000 0.004 0.113 0.019 -0.005 -0.005 0.023 0.031 -0.096 -0.001 -0.033 -0.020 0.004 0.081 0.065 -0.001 0.042 -0.061 -0.017 0.001 | -| omega_p | -0.055 -0.091 0.021 0.012 0.004 1.000 0.006 0.011 0.007 -0.000 0.064 0.004 -0.014 0.868 0.017 0.002 0.000 0.062 0.047 0.000 0.167 -0.012 -0.030 -0.001 | -| p4040_s | -0.000 -0.008 0.412 -0.276 0.113 0.006 1.000 -0.114 -0.134 0.009 0.032 0.078 -0.223 -0.001 -0.208 -0.033 0.012 0.210 0.070 -0.014 0.058 -0.187 -0.017 0.009 | -| DDstar_p | 0.022 -0.001 -0.163 0.335 0.019 0.011 -0.114 1.000 -0.104 -0.005 -0.056 0.217 0.458 0.020 0.215 0.151 0.010 -0.003 -0.276 0.013 -0.013 0.060 -0.004 -0.009 | -| Dbar_p | 0.007 0.003 0.258 0.272 -0.005 0.007 -0.134 -0.104 1.000 -0.004 -0.033 0.274 0.243 0.013 0.128 0.284 -0.004 0.003 -0.149 0.008 -0.011 0.085 0.002 0.018 | -| p4160_p | -0.001 0.000 -0.002 -0.005 -0.005 -0.000 0.009 -0.005 -0.004 1.000 0.000 0.000 -0.002 -0.000 0.001 -0.002 -0.000 -0.003 0.002 -0.002 -0.001 -0.002 0.001 -0.000 | -| rho_s | 0.287 0.016 0.024 -0.018 0.023 0.064 0.032 -0.056 -0.033 0.000 1.000 -0.013 -0.028 -0.192 -0.011 -0.013 -0.005 -0.002 -0.218 -0.002 0.203 -0.010 -0.030 -0.004 | -| psi2s_p | 0.006 -0.009 0.212 -0.031 0.031 0.004 0.078 0.217 0.274 0.000 -0.013 1.000 0.175 0.005 0.013 -0.281 -0.003 0.050 -0.088 0.002 0.014 0.056 -0.014 -0.004 | -| jpsi_p | 0.056 -0.028 -0.423 0.238 -0.096 -0.014 -0.223 0.458 0.243 -0.002 -0.028 0.175 1.000 -0.011 0.094 0.279 -0.017 -0.324 -0.084 0.013 -0.023 0.074 -0.035 -0.031 | -| omega_s | -0.116 -0.144 0.013 0.014 -0.001 0.868 -0.001 0.020 0.013 -0.000 -0.192 0.005 -0.011 1.000 0.018 0.004 0.001 0.058 0.096 0.000 0.215 -0.011 -0.061 0.000 | -| p4415_p | 0.027 -0.024 0.055 0.108 -0.033 0.017 -0.208 0.215 0.128 0.001 -0.011 0.013 0.094 0.018 1.000 0.064 0.006 0.243 -0.186 0.011 0.071 0.103 -0.037 0.010 | -| p3770_s | 0.045 -0.011 -0.204 0.182 -0.020 0.002 -0.033 0.151 0.284 -0.002 -0.013 -0.281 0.279 0.004 0.064 1.000 -0.013 -0.143 -0.062 0.006 0.004 -0.219 -0.017 -0.007 | -| DDstar_s | -0.000 -0.000 0.005 -0.004 0.004 0.000 0.012 0.010 -0.004 -0.000 -0.005 -0.003 -0.017 0.001 0.006 -0.013 1.000 0.017 -0.030 -0.001 -0.002 -0.027 0.000 -0.001 | -| bplus_2 | -0.102 -0.084 0.769 0.035 0.081 0.062 0.210 -0.003 0.003 -0.003 -0.002 0.050 -0.324 0.058 0.243 -0.143 0.017 1.000 -0.157 -0.005 0.290 -0.046 -0.125 0.013 | -| bplus_1 | -0.884 -0.032 -0.164 -0.143 0.065 0.047 0.070 -0.276 -0.149 0.002 -0.218 -0.088 -0.084 0.096 -0.186 -0.062 -0.030 -0.157 1.000 -0.007 0.023 -0.077 -0.002 -0.021 | -| p4160_s | 0.001 -0.000 -0.013 -0.000 -0.001 0.000 -0.014 0.013 0.008 -0.002 -0.002 0.002 0.013 0.000 0.011 0.006 -0.001 -0.005 -0.007 1.000 -0.001 0.007 0.000 -0.001 | -| rho_p | -0.013 -0.287 0.133 0.041 0.042 0.167 0.058 -0.013 -0.011 -0.001 0.203 0.014 -0.023 0.215 0.071 0.004 -0.002 0.290 0.023 -0.001 1.000 -0.038 -0.219 -0.005 | -| p3770_p | 0.026 0.007 -0.101 0.151 -0.061 -0.012 -0.187 0.060 0.085 -0.002 -0.010 0.056 0.074 -0.011 0.103 -0.219 -0.027 -0.046 -0.077 0.007 -0.038 1.000 0.008 -0.047 | -| phi_s | -0.006 0.804 -0.043 -0.032 -0.017 -0.030 -0.017 -0.004 0.002 0.001 -0.030 -0.014 -0.035 -0.061 -0.037 -0.017 0.000 -0.125 -0.002 0.000 -0.219 0.008 1.000 0.002 | -| Dbar_s | -0.003 0.001 0.023 0.003 0.001 -0.001 0.009 -0.009 0.018 -0.000 -0.004 -0.004 -0.031 0.000 0.010 -0.007 -0.001 0.013 -0.021 -0.001 -0.005 -0.047 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.016559538760887005}), (, {'error': 0.3084965743695136}), (, {'error': 0.22523371391804792}), (, {'error': 0.171915896316706}), (, {'error': 0.18046580056750694}), (, {'error': 0.4511795935837273}), (, {'error': 0.1781638832959353}), (, {'error': 0.3357691960688367}), (, {'error': 0.3144671529264915}), (, {'error': 0.010142083264709445}), (, {'error': 0.33103200752478296}), (, {'error': 0.033525845307988966}), (, {'error': 0.03177254543389951}), (, {'error': 1.7338917343262215}), (, {'error': 0.2961255662014022}), (, {'error': 0.24298068643471593}), (, {'error': 0.015579288641797667}), (, {'error': 0.08208320549300296}), (, {'error': 0.03252938239786429}), (, {'error': 0.013705830898489535}), (, {'error': 0.43917459809873494}), (, {'error': 0.10588124441257651}), (, {'error': 1.3623434963499346}), (, {'error': 0.01698164335478991})]) -Toy 11/25 -Time taken: 53 min, 59 s -Projected time left: 1 h, 8 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1787 (1787 total) | -| EDM = 2.36E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297132.48543752433 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.508 | 0.022 | | | -2 | 2 | | -| 1 | phi_p | 0.61 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.43 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.87 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -1.24 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -1.08 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.22 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.923 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 4.646 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -1.96 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.78 | 0.23 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.25 | 0.09 | | | -2 | 2 | | -| 18| bplus_1 | -0.95 | 0.05 | | | -2 | 2 | | -| 19| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 6.15 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.80 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 19.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.004 -0.000 0.018 0.027 0.005 0.022 0.035 0.039 0.015 0.231 -0.002 -0.040 -0.092 0.012 0.048 0.000 -0.022 -0.838 0.041 -0.028 0.031 -0.019 0.001 | -| phi_p | 0.004 1.000 -0.009 -0.008 -0.005 0.004 -0.010 0.007 0.001 -0.003 -0.018 -0.004 0.003 -0.080 -0.011 -0.008 0.001 -0.045 -0.008 -0.013 -0.197 0.005 0.696 0.001 | -| Ctt | -0.000 -0.009 1.000 -0.282 0.216 -0.001 0.346 -0.114 -0.284 -0.398 0.015 0.177 0.217 -0.010 -0.078 -0.230 -0.001 0.688 -0.173 0.254 0.083 -0.216 -0.038 0.007 | -| p4040_p | 0.018 -0.008 -0.282 1.000 0.031 0.000 -0.236 0.094 -0.023 0.198 0.005 -0.228 -0.083 -0.003 0.123 -0.016 0.024 -0.045 0.001 0.303 0.010 0.176 -0.013 0.018 | -| p4415_s | 0.027 -0.005 0.216 0.031 1.000 0.000 0.144 -0.050 0.005 -0.036 0.023 0.004 -0.021 -0.009 -0.148 -0.001 0.001 -0.037 0.089 0.299 0.018 -0.067 -0.012 0.000 | -| omega_p | 0.005 0.004 -0.001 0.000 0.000 1.000 -0.000 0.001 0.001 0.000 0.029 0.001 0.003 -0.121 -0.000 0.000 -0.000 -0.002 -0.004 -0.000 0.003 0.001 -0.002 -0.000 | -| p4040_s | 0.022 -0.010 0.346 -0.236 0.144 -0.000 1.000 -0.128 -0.078 -0.553 0.017 -0.010 -0.021 -0.007 -0.252 0.083 0.004 0.097 0.009 0.036 0.038 -0.160 -0.024 0.000 | -| DDstar_p | 0.035 0.007 -0.114 0.094 -0.050 0.001 -0.128 1.000 -0.070 0.200 0.063 -0.001 0.169 -0.022 -0.018 0.166 0.026 -0.275 0.349 -0.078 -0.016 0.230 0.014 0.003 | -| Dbar_p | 0.039 0.001 -0.284 -0.023 0.005 0.001 -0.078 -0.070 1.000 0.069 0.041 0.035 0.277 -0.015 -0.057 0.030 0.002 -0.086 0.168 -0.074 0.012 0.326 -0.005 0.014 | -| p4160_p | 0.015 -0.003 -0.398 0.198 -0.036 0.000 -0.553 0.200 0.069 1.000 0.003 -0.138 -0.012 -0.002 0.292 0.028 0.036 -0.059 0.004 -0.164 -0.005 0.229 -0.004 0.023 | -| rho_s | 0.231 -0.018 0.015 0.005 0.023 0.029 0.017 0.063 0.041 0.003 1.000 0.010 0.009 -0.397 0.001 0.022 0.000 0.023 -0.148 0.025 0.177 0.021 -0.060 -0.000 | -| psi2s_p | -0.002 -0.004 0.177 -0.228 0.004 0.001 -0.010 -0.001 0.035 -0.138 0.010 1.000 -0.004 -0.005 -0.107 -0.459 0.023 -0.009 0.041 -0.086 -0.001 0.068 -0.004 0.022 | -| jpsi_p | -0.040 0.003 0.217 -0.083 -0.021 0.003 -0.021 0.169 0.277 -0.012 0.009 -0.004 1.000 -0.013 -0.014 -0.031 0.047 0.118 0.065 -0.039 -0.069 0.090 0.024 0.035 | -| omega_s | -0.092 -0.080 -0.010 -0.003 -0.009 -0.121 -0.007 -0.022 -0.015 -0.002 -0.397 -0.005 -0.013 1.000 -0.002 -0.009 -0.000 -0.010 0.065 -0.010 0.249 -0.009 -0.022 -0.000 | -| p4415_p | 0.012 -0.011 -0.078 0.123 -0.148 -0.000 -0.252 -0.018 -0.057 0.292 0.001 -0.107 -0.014 -0.002 1.000 -0.007 0.025 0.197 -0.109 -0.227 0.039 0.078 -0.026 0.013 | -| p3770_s | 0.048 -0.008 -0.230 -0.016 -0.001 0.000 0.083 0.166 0.030 0.028 0.022 -0.459 -0.031 -0.009 -0.007 1.000 0.022 -0.127 0.077 0.001 0.013 -0.162 -0.017 0.023 | -| DDstar_s | 0.000 0.001 -0.001 0.024 0.001 -0.000 0.004 0.026 0.002 0.036 0.000 0.023 0.047 -0.000 0.025 0.022 1.000 0.005 -0.003 0.007 0.000 0.015 0.001 -0.001 | -| bplus_2 | -0.022 -0.045 0.688 -0.045 -0.037 -0.002 0.097 -0.275 -0.086 -0.059 0.023 -0.009 0.118 -0.010 0.197 -0.127 0.005 1.000 -0.296 0.135 0.208 -0.094 -0.115 0.004 | -| bplus_1 | -0.838 -0.008 -0.173 0.001 0.089 -0.004 0.009 0.349 0.168 0.004 -0.148 0.041 0.065 0.065 -0.109 0.077 -0.003 -0.296 1.000 -0.001 0.030 0.097 0.013 -0.003 | -| p4160_s | 0.041 -0.013 0.254 0.303 0.299 -0.000 0.036 -0.078 -0.074 -0.164 0.025 -0.086 -0.039 -0.010 -0.227 0.001 0.007 0.135 -0.001 1.000 0.053 -0.061 -0.034 0.003 | -| rho_p | -0.028 -0.197 0.083 0.010 0.018 0.003 0.038 -0.016 0.012 -0.005 0.177 -0.001 -0.069 0.249 0.039 0.013 0.000 0.208 0.030 0.053 1.000 -0.016 -0.128 0.000 | -| p3770_p | 0.031 0.005 -0.216 0.176 -0.067 0.001 -0.160 0.230 0.326 0.229 0.021 0.068 0.090 -0.009 0.078 -0.162 0.015 -0.094 0.097 -0.061 -0.016 1.000 0.008 0.019 | -| phi_s | -0.019 0.696 -0.038 -0.013 -0.012 -0.002 -0.024 0.014 -0.005 -0.004 -0.060 -0.004 0.024 -0.022 -0.026 -0.017 0.001 -0.115 0.013 -0.034 -0.128 0.008 1.000 0.000 | -| Dbar_s | 0.001 0.001 0.007 0.018 0.000 -0.000 0.000 0.003 0.014 0.023 -0.000 0.022 0.035 -0.000 0.013 0.023 -0.001 0.004 -0.003 0.003 0.000 0.019 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.022154297957455604}), (, {'error': 0.22414192921988674}), (, {'error': 0.20735152751146224}), (, {'error': 0.18733526540521606}), (, {'error': 0.18840742185586445}), (, {'error': 0.1109339927025923}), (, {'error': 0.17151026121230006}), (, {'error': 0.3077007478018272}), (, {'error': 0.28665484089491944}), (, {'error': 0.09834011314850866}), (, {'error': 0.32738862760268417}), (, {'error': 0.031560559943432764}), (, {'error': 0.026461222244803295}), (, {'error': 0.8886645676881306}), (, {'error': 0.17193804973574034}), (, {'error': 0.22829393755411065}), (, {'error': 0.017689548631108443}), (, {'error': 0.09268048378510063}), (, {'error': 0.04526222251432244}), (, {'error': 0.16680913689255683}), (, {'error': 0.29598396899191926}), (, {'error': 0.1127675355526776}), (, {'error': 1.0976952444931563}), (, {'error': 0.013947722112446437})]) -Toy 12/25 -Time taken: 1 h, 5 s -Projected time left: 1 h, 5 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1739 (1739 total) | -| EDM = 0.00495 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297219.443519498 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.441 | 0.007 | | | -2 | 2 | | -| 1 | phi_p | 5.79 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.45 | 0.13 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.32 | 0.17 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -6.14 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.63 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 1.05 | 0.26 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 4.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.26 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.84 | 0.30 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.81 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -4.65 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.1 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 3.87 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.9 | 0.4 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.31 | 0.06 | | | -2 | 2 | | -| 18| bplus_1 | 0.827 | 0.014 | | | -2 | 2 | | -| 19| p4160_s | 2.24 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.85 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 15.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.27 | 0.50 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.029 0.012 -0.104 -0.068 -0.006 0.042 -0.223 0.208 -0.127 -0.123 -0.143 -0.168 0.033 -0.054 -0.157 0.064 -0.249 -0.326 0.013 -0.017 -0.170 0.033 0.155 | -| phi_p | -0.029 1.000 0.008 0.045 -0.008 -0.003 -0.025 -0.019 -0.049 0.053 0.026 0.053 0.057 -0.022 0.034 0.054 -0.053 0.017 -0.013 -0.015 0.054 0.057 0.441 -0.060 | -| Ctt | 0.012 0.008 1.000 0.041 0.153 0.010 0.156 0.058 0.062 0.023 0.004 0.231 0.080 0.002 0.068 0.114 -0.124 -0.311 0.034 0.107 0.029 0.107 -0.017 -0.149 | -| p4040_p | -0.104 0.045 0.041 1.000 -0.078 0.042 -0.415 -0.265 -0.511 0.665 -0.010 0.614 0.721 0.037 0.456 0.656 -0.648 0.348 -0.068 -0.027 0.064 0.729 -0.004 -0.744 | -| p4415_s | -0.068 -0.008 0.153 -0.078 1.000 -0.010 0.175 -0.032 0.093 -0.168 0.014 -0.132 -0.164 -0.013 -0.182 -0.138 0.116 0.002 -0.086 0.303 -0.014 -0.170 -0.005 0.160 | -| omega_p | -0.006 -0.003 0.010 0.042 -0.010 1.000 -0.022 -0.026 -0.042 0.048 0.027 0.047 0.051 0.669 0.033 0.049 -0.050 -0.002 -0.014 -0.011 -0.060 0.050 0.016 -0.054 | -| p4040_s | 0.042 -0.025 0.156 -0.415 0.175 -0.022 1.000 0.025 0.357 -0.557 0.009 -0.392 -0.441 -0.022 -0.356 -0.363 0.394 -0.235 0.031 0.012 -0.018 -0.460 -0.011 0.459 | -| DDstar_p | -0.223 -0.019 0.058 -0.265 -0.032 -0.026 0.025 1.000 0.452 -0.282 0.058 -0.338 -0.373 -0.041 -0.257 -0.290 0.389 -0.114 -0.257 0.023 -0.037 -0.298 -0.015 0.339 | -| Dbar_p | 0.208 -0.049 0.062 -0.511 0.093 -0.042 0.357 0.452 1.000 -0.673 -0.011 -0.667 -0.753 -0.029 -0.371 -0.653 0.760 -0.335 0.180 0.273 -0.062 -0.776 0.009 0.780 | -| p4160_p | -0.127 0.053 0.023 0.665 -0.168 0.048 -0.557 -0.282 -0.673 1.000 -0.011 0.779 0.874 0.042 0.576 0.796 -0.764 0.430 -0.094 -0.297 0.064 0.873 0.003 -0.892 | -| rho_s | -0.123 0.026 0.004 -0.010 0.014 0.027 0.009 0.058 -0.011 -0.011 1.000 -0.008 -0.008 -0.251 -0.009 -0.008 0.024 -0.011 -0.011 0.008 0.114 -0.006 0.027 0.010 | -| psi2s_p | -0.143 0.053 0.231 0.614 -0.132 0.047 -0.392 -0.338 -0.667 0.779 -0.008 1.000 0.862 0.040 0.459 0.723 -0.789 0.447 -0.110 -0.292 0.063 0.843 0.002 -0.882 | -| jpsi_p | -0.168 0.057 0.080 0.721 -0.164 0.051 -0.441 -0.373 -0.753 0.874 -0.008 0.862 1.000 0.042 0.525 0.869 -0.860 0.504 -0.126 -0.299 0.073 0.922 -0.004 -0.964 | -| omega_s | 0.033 -0.022 0.002 0.037 -0.013 0.669 -0.022 -0.041 -0.029 0.042 -0.251 0.040 0.042 1.000 0.028 0.041 -0.049 0.009 -0.010 -0.014 0.145 0.042 0.026 -0.047 | -| p4415_p | -0.054 0.034 0.068 0.456 -0.182 0.033 -0.356 -0.257 -0.371 0.576 -0.009 0.459 0.525 0.028 1.000 0.486 -0.453 0.172 -0.018 -0.217 0.060 0.525 -0.009 -0.534 | -| p3770_s | -0.157 0.054 0.114 0.656 -0.138 0.049 -0.363 -0.290 -0.653 0.796 -0.008 0.723 0.869 0.041 0.486 1.000 -0.788 0.447 -0.126 -0.257 0.070 0.818 -0.003 -0.890 | -| DDstar_s | 0.064 -0.053 -0.124 -0.648 0.116 -0.050 0.394 0.389 0.760 -0.764 0.024 -0.789 -0.860 -0.049 -0.453 -0.788 1.000 -0.436 0.023 0.268 -0.069 -0.850 -0.005 0.921 | -| bplus_2 | -0.249 0.017 -0.311 0.348 0.002 -0.002 -0.235 -0.114 -0.335 0.430 -0.011 0.447 0.504 0.009 0.172 0.447 -0.436 1.000 -0.215 -0.223 -0.116 0.470 0.075 -0.502 | -| bplus_1 | -0.326 -0.013 0.034 -0.068 -0.086 -0.014 0.031 -0.257 0.180 -0.094 -0.011 -0.110 -0.126 -0.010 -0.018 -0.126 0.023 -0.215 1.000 0.011 -0.046 -0.142 0.008 0.118 | -| p4160_s | 0.013 -0.015 0.107 -0.027 0.303 -0.011 0.012 0.023 0.273 -0.297 0.008 -0.292 -0.299 -0.014 -0.217 -0.257 0.268 -0.223 0.011 1.000 0.007 -0.290 -0.020 0.301 | -| rho_p | -0.017 0.054 0.029 0.064 -0.014 -0.060 -0.018 -0.037 -0.062 0.064 0.114 0.063 0.073 0.145 0.060 0.070 -0.069 -0.116 -0.046 0.007 1.000 0.064 0.062 -0.070 | -| p3770_p | -0.170 0.057 0.107 0.729 -0.170 0.050 -0.460 -0.298 -0.776 0.873 -0.006 0.843 0.922 0.042 0.525 0.818 -0.850 0.470 -0.142 -0.290 0.064 1.000 0.002 -0.954 | -| phi_s | 0.033 0.441 -0.017 -0.004 -0.005 0.016 -0.011 -0.015 0.009 0.003 0.027 0.002 -0.004 0.026 -0.009 -0.003 -0.005 0.075 0.008 -0.020 0.062 0.002 1.000 -0.004 | -| Dbar_s | 0.155 -0.060 -0.149 -0.744 0.160 -0.054 0.459 0.339 0.780 -0.892 0.010 -0.882 -0.964 -0.047 -0.534 -0.890 0.921 -0.502 0.118 0.301 -0.070 -0.954 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007272616932789799}), (, {'error': 0.16580661979842048}), (, {'error': 0.12755742708280482}), (, {'error': 0.36907210195889406}), (, {'error': 0.1706093563047667}), (, {'error': 0.2911633251868002}), (, {'error': 0.16876503794180248}), (, {'error': 0.2635453176457112}), (, {'error': 0.49736238161860236}), (, {'error': 0.18903245083375264}), (, {'error': 0.29631942213930135}), (, {'error': 0.0595037016346609}), (, {'error': 0.08161210535909769}), (, {'error': 1.1861232507923654}), (, {'error': 0.17119231221156905}), (, {'error': 0.44943371094199014}), (, {'error': 0.5992674623927281}), (, {'error': 0.06140586835756556}), (, {'error': 0.013901455283029218}), (, {'error': 0.1525085987735546}), (, {'error': 0.3655552131477702}), (, {'error': 0.3115906309194345}), (, {'error': 0.8775351042951804}), (, {'error': 0.5016910064155583})]) -Toy 13/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 1 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1286 (1286 total) | -| EDM = 0.00125 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297158.84233293455 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.444 | 0.013 | | | -2 | 2 | | -| 1 | phi_p | -5.41 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.36 | 0.11 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.25 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.81 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.67 | 0.20 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -2.6 | 8.1 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.22 | 0.08 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.74 | 0.26 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.802 | 0.030 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -4.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.1 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 3.79 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.40 | 0.17 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.05 | 0.23 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.30 | 0.04 | | | -2 | 2 | | -| 18| bplus_1 | -0.821 | 0.026 | | | -2 | 2 | | -| 19| p4160_s | 2.02 | 0.19 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.60 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 19.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.069 0.517 -0.498 -0.647 0.009 -0.741 -0.944 0.766 0.228 0.356 -0.576 -0.745 -0.121 -0.651 0.092 -0.944 0.174 0.870 -0.727 -0.159 0.704 0.063 0.787 | -| phi_p | 0.069 1.000 0.048 -0.042 -0.053 0.008 -0.061 -0.075 0.063 0.018 0.108 -0.047 -0.065 -0.078 -0.054 0.005 -0.076 -0.011 0.068 -0.061 -0.177 0.059 0.371 0.062 | -| Ctt | 0.517 0.048 1.000 -0.327 -0.301 0.006 -0.339 -0.550 0.540 0.017 0.202 -0.223 -0.508 -0.072 -0.367 0.009 -0.547 0.412 0.520 -0.360 -0.112 0.390 0.049 0.516 | -| p4040_p | -0.498 -0.042 -0.327 1.000 0.411 -0.006 0.369 0.533 -0.353 -0.175 -0.192 0.269 0.444 0.067 0.393 -0.025 0.518 -0.088 -0.504 0.531 0.114 -0.335 -0.050 -0.427 | -| p4415_s | -0.647 -0.053 -0.301 0.411 1.000 -0.007 0.589 0.708 -0.603 -0.167 -0.246 0.437 0.551 0.086 0.455 -0.062 0.710 -0.228 -0.652 0.640 0.128 -0.547 -0.053 -0.607 | -| omega_p | 0.009 0.008 0.006 -0.006 -0.007 1.000 -0.008 -0.010 0.008 0.002 0.010 -0.006 -0.008 -0.159 -0.007 0.000 -0.010 -0.002 0.009 -0.008 0.039 0.008 -0.002 0.009 | -| p4040_s | -0.741 -0.061 -0.339 0.369 0.589 -0.008 1.000 0.798 -0.680 -0.363 -0.281 0.500 0.636 0.098 0.504 -0.019 0.796 -0.194 -0.748 0.569 0.154 -0.618 -0.064 -0.680 | -| DDstar_p | -0.944 -0.075 -0.550 0.533 0.708 -0.010 0.798 1.000 -0.831 -0.247 -0.354 0.619 0.803 0.124 0.694 -0.082 0.980 -0.232 -0.953 0.786 0.186 -0.741 -0.076 -0.854 | -| Dbar_p | 0.766 0.063 0.540 -0.353 -0.603 0.008 -0.680 -0.831 1.000 0.326 0.285 -0.415 -0.558 -0.099 -0.546 0.213 -0.814 0.119 0.774 -0.652 -0.149 0.667 0.063 0.723 | -| p4160_p | 0.228 0.018 0.017 -0.175 -0.167 0.002 -0.363 -0.247 0.326 1.000 0.084 -0.163 -0.150 -0.030 -0.062 0.060 -0.275 0.113 0.228 -0.245 -0.039 0.268 0.014 0.222 | -| rho_s | 0.356 0.108 0.202 -0.192 -0.246 0.010 -0.281 -0.354 0.285 0.084 1.000 -0.219 -0.286 -0.364 -0.248 0.025 -0.354 0.051 0.337 -0.278 -0.005 0.265 0.015 0.296 | -| psi2s_p | -0.576 -0.047 -0.223 0.269 0.437 -0.006 0.500 0.619 -0.415 -0.163 -0.219 1.000 0.550 0.076 0.410 -0.222 0.604 -0.174 -0.582 0.460 0.120 -0.432 -0.051 -0.523 | -| jpsi_p | -0.745 -0.065 -0.508 0.444 0.551 -0.008 0.636 0.803 -0.558 -0.150 -0.286 0.550 1.000 0.097 0.557 -0.001 0.783 -0.211 -0.754 0.618 0.163 -0.579 -0.078 -0.689 | -| omega_s | -0.121 -0.078 -0.072 0.067 0.086 -0.159 0.098 0.124 -0.099 -0.030 -0.364 0.076 0.097 1.000 0.087 -0.010 0.124 -0.013 -0.116 0.097 0.220 -0.094 -0.015 -0.103 | -| p4415_p | -0.651 -0.054 -0.367 0.393 0.455 -0.007 0.504 0.694 -0.546 -0.062 -0.248 0.410 0.557 0.087 1.000 -0.043 0.685 -0.095 -0.659 0.504 0.143 -0.495 -0.060 -0.577 | -| p3770_s | 0.092 0.005 0.009 -0.025 -0.062 0.000 -0.019 -0.082 0.213 0.060 0.025 -0.222 -0.001 -0.010 -0.043 1.000 -0.096 0.026 0.090 -0.053 -0.000 -0.014 -0.005 0.087 | -| DDstar_s | -0.944 -0.076 -0.547 0.518 0.710 -0.010 0.796 0.980 -0.814 -0.275 -0.354 0.604 0.783 0.124 0.685 -0.096 1.000 -0.230 -0.953 0.783 0.187 -0.747 -0.077 -0.854 | -| bplus_2 | 0.174 -0.011 0.412 -0.088 -0.228 -0.002 -0.194 -0.232 0.119 0.113 0.051 -0.174 -0.211 -0.013 -0.095 0.026 -0.230 1.000 0.178 -0.153 0.124 0.179 -0.058 0.159 | -| bplus_1 | 0.870 0.068 0.520 -0.504 -0.652 0.009 -0.748 -0.953 0.774 0.228 0.337 -0.582 -0.754 -0.116 -0.659 0.090 -0.953 0.178 1.000 -0.735 -0.159 0.709 0.066 0.795 | -| p4160_s | -0.727 -0.061 -0.360 0.531 0.640 -0.008 0.569 0.786 -0.652 -0.245 -0.278 0.460 0.618 0.097 0.504 -0.053 0.783 -0.153 -0.735 1.000 0.158 -0.586 -0.067 -0.659 | -| rho_p | -0.159 -0.177 -0.112 0.114 0.128 0.039 0.154 0.186 -0.149 -0.039 -0.005 0.120 0.163 0.220 0.143 -0.000 0.187 0.124 -0.159 0.158 1.000 -0.147 -0.065 -0.157 | -| p3770_p | 0.704 0.059 0.390 -0.335 -0.547 0.008 -0.618 -0.741 0.667 0.268 0.265 -0.432 -0.579 -0.094 -0.495 -0.014 -0.747 0.179 0.709 -0.586 -0.147 1.000 0.059 0.593 | -| phi_s | 0.063 0.371 0.049 -0.050 -0.053 -0.002 -0.064 -0.076 0.063 0.014 0.015 -0.051 -0.078 -0.015 -0.060 -0.005 -0.077 -0.058 0.066 -0.067 -0.065 0.059 1.000 0.064 | -| Dbar_s | 0.787 0.062 0.516 -0.427 -0.607 0.009 -0.680 -0.854 0.723 0.222 0.296 -0.523 -0.689 -0.103 -0.577 0.087 -0.854 0.159 0.795 -0.659 -0.157 0.593 0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.012950020551524055}), (, {'error': 0.11523614890612599}), (, {'error': 0.10747629239843781}), (, {'error': 0.22760005847076759}), (, {'error': 0.20461772733118533}), (, {'error': 0.18865865892438727}), (, {'error': 0.20312797759110296}), (, {'error': 8.067110471910466}), (, {'error': 0.36254262568915063}), (, {'error': 0.07835919748210096}), (, {'error': 0.2591750754393589}), (, {'error': 0.03002058612440095}), (, {'error': 0.03210500560248253}), (, {'error': 0.7734350241169134}), (, {'error': 0.2669967670822162}), (, {'error': 0.17256311047729112}), (, {'error': 0.22905562744795274}), (, {'error': 0.037285592077434426}), (, {'error': 0.02574214524099938}), (, {'error': 0.19178103308704664}), (, {'error': 0.3878971424602571}), (, {'error': 0.14220366688104047}), (, {'error': 0.7318404656146722}), (, {'error': 0.4167013891432726})]) -Toy 14/25 -Time taken: 1 h, 12 min -Projected time left: 56 min, 39 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1295 (1295 total) | -| EDM = 5.62E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297097.2538546444 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.500 | 0.010 | | | -2 | 2 | | -| 1 | phi_p | -5.56 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.62 | 0.27 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.13 | 0.05 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -6.05 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.82 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -1.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 3.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.22 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.73 | 0.31 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.682 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.5 | 0.3 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.31 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | -0.936 | 0.020 | | | -2 | 2 | | -| 19| p4160_s | 1.83 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.64 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 19.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.27 | 0.59 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.010 -0.669 -0.586 -0.066 -0.022 -0.141 0.544 -0.563 -0.525 0.234 -0.505 -0.407 -0.089 0.009 -0.565 -0.149 0.441 0.383 -0.290 0.018 0.487 -0.053 -0.740 | -| phi_p | 0.010 1.000 -0.012 -0.014 -0.001 -0.057 -0.006 0.013 -0.008 -0.011 -0.013 -0.012 -0.016 -0.071 0.000 -0.013 -0.007 0.007 0.010 -0.009 -0.117 0.015 0.491 -0.018 | -| Ctt | -0.669 -0.012 1.000 0.675 0.070 0.024 0.295 -0.808 0.746 0.561 -0.191 0.702 0.494 0.081 -0.015 0.708 0.127 -0.483 -0.693 0.432 -0.017 -0.549 0.044 0.901 | -| p4040_p | -0.586 -0.014 0.675 1.000 0.073 0.023 0.074 -0.702 0.713 0.615 -0.173 0.536 0.551 0.074 -0.013 0.664 0.057 -0.561 -0.607 0.491 -0.013 -0.389 0.033 0.800 | -| p4415_s | -0.066 -0.001 0.070 0.073 1.000 0.003 -0.001 -0.073 0.072 0.076 -0.019 0.058 0.058 0.008 -0.029 0.071 0.001 -0.048 -0.069 0.013 -0.000 -0.042 0.003 0.084 | -| omega_p | -0.022 -0.057 0.024 0.023 0.003 1.000 0.009 -0.019 0.027 0.020 0.016 0.020 0.015 0.730 -0.000 0.024 0.004 0.002 -0.014 0.015 0.006 -0.018 0.004 0.026 | -| p4040_s | -0.141 -0.006 0.295 0.074 -0.001 0.009 1.000 -0.123 0.118 -0.125 -0.040 0.131 0.096 0.017 -0.003 0.214 0.016 -0.115 -0.151 0.018 0.007 -0.213 -0.002 0.219 | -| DDstar_p | 0.544 0.013 -0.808 -0.702 -0.073 -0.019 -0.123 1.000 -0.665 -0.634 0.165 -0.592 -0.487 -0.072 0.009 -0.714 -0.076 0.633 0.551 -0.324 0.027 0.491 -0.046 -0.885 | -| Dbar_p | -0.563 -0.008 0.746 0.713 0.072 0.027 0.118 -0.665 1.000 0.674 -0.171 0.689 0.707 0.076 -0.010 0.758 0.269 -0.598 -0.578 0.300 -0.013 -0.304 0.038 0.785 | -| p4160_p | -0.525 -0.011 0.561 0.615 0.076 0.020 -0.125 -0.634 0.674 1.000 -0.155 0.512 0.544 0.066 -0.013 0.609 -0.009 -0.497 -0.543 0.231 -0.014 -0.302 0.032 0.701 | -| rho_s | 0.234 -0.013 -0.191 -0.173 -0.019 0.016 -0.040 0.165 -0.171 -0.155 1.000 -0.150 -0.127 -0.247 0.003 -0.171 -0.040 0.179 0.173 -0.082 0.061 0.136 -0.064 -0.218 | -| psi2s_p | -0.505 -0.012 0.702 0.536 0.058 0.020 0.131 -0.592 0.689 0.512 -0.150 1.000 0.551 0.064 -0.009 0.483 0.060 -0.520 -0.520 0.245 -0.014 -0.350 0.031 0.706 | -| jpsi_p | -0.407 -0.016 0.494 0.551 0.058 0.015 0.096 -0.487 0.707 0.544 -0.127 0.551 1.000 0.047 -0.007 0.598 -0.008 -0.504 -0.423 0.215 -0.003 -0.272 0.003 0.610 | -| omega_s | -0.089 -0.071 0.081 0.074 0.008 0.730 0.017 -0.072 0.076 0.066 -0.247 0.064 0.047 1.000 -0.001 0.073 0.015 -0.072 -0.069 0.035 0.141 -0.060 0.012 0.093 | -| p4415_p | 0.009 0.000 -0.015 -0.013 -0.029 -0.000 -0.003 0.009 -0.010 -0.013 0.003 -0.009 -0.007 -0.001 1.000 -0.011 -0.002 0.009 0.009 -0.010 -0.000 0.009 -0.000 -0.013 | -| p3770_s | -0.565 -0.013 0.708 0.664 0.071 0.024 0.214 -0.714 0.758 0.609 -0.171 0.483 0.598 0.073 -0.011 1.000 0.080 -0.587 -0.586 0.340 -0.012 -0.513 0.031 0.808 | -| DDstar_s | -0.149 -0.007 0.127 0.057 0.001 0.004 0.016 -0.076 0.269 -0.009 -0.040 0.060 -0.008 0.015 -0.002 0.080 1.000 -0.084 -0.159 0.039 -0.000 -0.107 0.004 0.137 | -| bplus_2 | 0.441 0.007 -0.483 -0.561 -0.048 0.002 -0.115 0.633 -0.598 -0.497 0.179 -0.520 -0.504 -0.072 0.009 -0.587 -0.084 1.000 0.450 -0.219 0.091 0.426 -0.095 -0.714 | -| bplus_1 | 0.383 0.010 -0.693 -0.607 -0.069 -0.014 -0.151 0.551 -0.578 -0.543 0.173 -0.520 -0.423 -0.069 0.009 -0.586 -0.159 0.450 1.000 -0.309 0.036 0.498 -0.049 -0.760 | -| p4160_s | -0.290 -0.009 0.432 0.491 0.013 0.015 0.018 -0.324 0.300 0.231 -0.082 0.245 0.215 0.035 -0.010 0.340 0.039 -0.219 -0.309 1.000 0.007 -0.270 0.004 0.420 | -| rho_p | 0.018 -0.117 -0.017 -0.013 -0.000 0.006 0.007 0.027 -0.013 -0.014 0.061 -0.014 -0.003 0.141 -0.000 -0.012 -0.000 0.091 0.036 0.007 1.000 0.011 -0.043 -0.025 | -| p3770_p | 0.487 0.015 -0.549 -0.389 -0.042 -0.018 -0.213 0.491 -0.304 -0.302 0.136 -0.350 -0.272 -0.060 0.009 -0.513 -0.107 0.426 0.498 -0.270 0.011 1.000 -0.029 -0.614 | -| phi_s | -0.053 0.491 0.044 0.033 0.003 0.004 -0.002 -0.046 0.038 0.032 -0.064 0.031 0.003 0.012 -0.000 0.031 0.004 -0.095 -0.049 0.004 -0.043 -0.029 1.000 0.051 | -| Dbar_s | -0.740 -0.018 0.901 0.800 0.084 0.026 0.219 -0.885 0.785 0.701 -0.218 0.706 0.610 0.093 -0.013 0.808 0.137 -0.714 -0.760 0.420 -0.025 -0.614 0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01028500333251925}), (, {'error': 0.15181517735012706}), (, {'error': 0.26758956213313106}), (, {'error': 0.3197063946047718}), (, {'error': 0.047946940092018844}), (, {'error': 0.30983470258178336}), (, {'error': 0.1461522835397458}), (, {'error': 0.4506020935899695}), (, {'error': 0.582125553962884}), (, {'error': 0.14115350205784427}), (, {'error': 0.3072231360363477}), (, {'error': 0.04024962835450285}), (, {'error': 0.031172061300987597}), (, {'error': 1.1718164007651524}), (, {'error': 0.13167333518897006}), (, {'error': 0.3476495501363206}), (, {'error': 0.36990133440149137}), (, {'error': 0.07543930031848178}), (, {'error': 0.020183704674967995}), (, {'error': 0.1505029836112436}), (, {'error': 0.47328588605360666}), (, {'error': 0.1428102851744275}), (, {'error': 0.8533078404090197}), (, {'error': 0.5854905527264777})]) -Toy 15/25 -Time taken: 1 h, 17 min -Projected time left: 51 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1528 (1528 total) | -| EDM = 8.72E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297384.54064505023 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.443 | 0.019 | | | -2 | 2 | | -| 1 | phi_p | 5.82 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.36 | 0.17 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.14 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -0.99 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.46 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.925 | 0.029 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.561 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.47 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.09 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 19| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -0.18 | 0.31 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -6.283 | 0.031 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 14.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.023 0.001 0.051 0.017 0.008 0.005 0.020 0.021 0.049 0.261 0.044 0.075 -0.124 0.039 -0.000 -0.002 0.070 -0.816 0.046 -0.078 -0.003 -0.006 -0.002 | -| phi_p | 0.023 1.000 0.029 0.014 0.004 0.002 0.007 -0.003 0.005 0.005 0.037 0.008 0.006 -0.033 0.017 -0.000 -0.000 0.074 -0.013 0.020 0.062 -0.000 0.239 -0.000 | -| Ctt | 0.001 0.029 1.000 -0.085 0.200 -0.001 0.349 -0.122 -0.270 -0.330 0.033 0.206 -0.350 0.011 -0.048 0.001 -0.016 0.642 -0.119 0.251 0.126 0.013 -0.017 0.010 | -| p4040_p | 0.051 0.014 -0.085 1.000 0.123 0.000 -0.181 -0.013 0.016 -0.057 0.024 -0.192 -0.008 -0.002 0.028 0.001 0.031 0.074 -0.026 0.378 0.046 -0.005 -0.008 0.017 | -| p4415_s | 0.017 0.004 0.200 0.123 1.000 0.000 0.103 -0.025 0.000 -0.019 0.023 0.053 -0.028 -0.007 -0.147 -0.000 -0.005 -0.106 0.118 0.317 0.006 0.002 -0.001 -0.004 | -| omega_p | 0.008 0.002 -0.001 0.000 0.000 1.000 -0.000 0.003 0.001 0.001 0.036 0.001 0.002 -0.119 -0.000 0.000 0.000 -0.003 -0.005 -0.000 -0.003 -0.000 -0.001 -0.000 | -| p4040_s | 0.005 0.007 0.349 -0.181 0.103 -0.000 1.000 -0.110 -0.045 -0.485 0.012 0.155 -0.013 0.000 -0.230 -0.002 -0.010 0.022 0.033 -0.103 0.022 0.003 -0.002 -0.009 | -| DDstar_p | 0.020 -0.003 -0.122 -0.013 -0.025 0.003 -0.110 1.000 -0.058 0.153 0.083 0.016 -0.018 -0.036 -0.079 0.002 0.039 -0.303 0.444 -0.073 -0.030 -0.012 0.003 0.005 | -| Dbar_p | 0.021 0.005 -0.270 0.016 0.000 0.001 -0.045 -0.058 1.000 0.188 0.034 0.171 0.371 -0.014 0.022 0.002 0.001 -0.090 0.142 -0.060 -0.001 -0.019 -0.000 0.009 | -| p4160_p | 0.049 0.005 -0.330 -0.057 -0.019 0.001 -0.485 0.153 0.188 1.000 0.021 -0.116 0.091 -0.008 0.275 0.002 0.057 0.042 -0.019 -0.160 0.012 -0.010 -0.004 0.023 | -| rho_s | 0.261 0.037 0.033 0.024 0.023 0.036 0.012 0.083 0.034 0.021 1.000 0.033 0.030 -0.404 0.014 0.000 0.001 0.064 -0.153 0.035 0.171 -0.002 0.021 -0.002 | -| psi2s_p | 0.044 0.008 0.206 -0.192 0.053 0.001 0.155 0.016 0.171 -0.116 0.033 1.000 0.084 -0.011 -0.090 0.005 0.035 0.039 0.049 -0.030 0.022 0.006 -0.006 0.026 | -| jpsi_p | 0.075 0.006 -0.350 -0.008 -0.028 0.002 -0.013 -0.018 0.371 0.091 0.030 0.084 1.000 -0.020 -0.004 -0.000 0.056 -0.150 0.057 -0.062 0.007 -0.007 -0.010 0.026 | -| omega_s | -0.124 -0.033 0.011 -0.002 -0.007 -0.119 0.000 -0.036 -0.014 -0.008 -0.404 -0.011 -0.020 1.000 0.005 -0.000 -0.001 0.032 0.082 -0.001 0.346 0.001 0.012 0.000 | -| p4415_p | 0.039 0.017 -0.048 0.028 -0.147 -0.000 -0.230 -0.079 0.022 0.275 0.014 -0.090 -0.004 0.005 1.000 0.001 0.033 0.232 -0.122 -0.197 0.063 -0.003 -0.009 0.013 | -| p3770_s | -0.000 -0.000 0.001 0.001 -0.000 0.000 -0.002 0.002 0.002 0.002 0.000 0.005 -0.000 -0.000 0.001 1.000 -0.000 0.001 0.001 -0.000 -0.000 -0.001 0.000 -0.000 | -| DDstar_s | -0.002 -0.000 -0.016 0.031 -0.005 0.000 -0.010 0.039 0.001 0.057 0.001 0.035 0.056 -0.001 0.033 -0.000 1.000 -0.008 0.009 0.004 -0.003 -0.002 0.001 -0.001 | -| bplus_2 | 0.070 0.074 0.642 0.074 -0.106 -0.003 0.022 -0.303 -0.090 0.042 0.064 0.039 -0.150 0.032 0.232 0.001 -0.008 1.000 -0.365 0.109 0.285 0.004 -0.033 -0.002 | -| bplus_1 | -0.816 -0.013 -0.119 -0.026 0.118 -0.005 0.033 0.444 0.142 -0.019 -0.153 0.049 0.057 0.082 -0.122 0.001 0.009 -0.365 1.000 0.014 0.063 -0.005 0.008 -0.004 | -| p4160_s | 0.046 0.020 0.251 0.378 0.317 -0.000 -0.103 -0.073 -0.060 -0.160 0.035 -0.030 -0.062 -0.001 -0.197 -0.000 0.004 0.109 0.014 1.000 0.065 0.001 -0.009 -0.000 | -| rho_p | -0.078 0.062 0.126 0.046 0.006 -0.003 0.022 -0.030 -0.001 0.012 0.171 0.022 0.007 0.346 0.063 -0.000 -0.003 0.285 0.063 0.065 1.000 0.000 0.043 -0.001 | -| p3770_p | -0.003 -0.000 0.013 -0.005 0.002 -0.000 0.003 -0.012 -0.019 -0.010 -0.002 0.006 -0.007 0.001 -0.003 -0.001 -0.002 0.004 -0.005 0.001 0.000 1.000 0.000 -0.001 | -| phi_s | -0.006 0.239 -0.017 -0.008 -0.001 -0.001 -0.002 0.003 -0.000 -0.004 0.021 -0.006 -0.010 0.012 -0.009 0.000 0.001 -0.033 0.008 -0.009 0.043 0.000 1.000 0.000 | -| Dbar_s | -0.002 -0.000 0.010 0.017 -0.004 -0.000 -0.009 0.005 0.009 0.023 -0.002 0.026 0.026 0.000 0.013 -0.000 -0.001 -0.002 -0.004 -0.000 -0.001 -0.001 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018862069757912714}), (, {'error': 0.18084821970371756}), (, {'error': 0.1733488380467072}), (, {'error': 0.20632209169730942}), (, {'error': 0.19410841886074143}), (, {'error': 0.11830913013484956}), (, {'error': 0.17362465775138497}), (, {'error': 0.34995114112546677}), (, {'error': 0.2831246777112284}), (, {'error': 0.09688953468269634}), (, {'error': 0.34202187355404623}), (, {'error': 0.02921631325920604}), (, {'error': 0.024926030402432353}), (, {'error': 0.9783715926338603}), (, {'error': 0.1812741000021465}), (, {'error': 0.00887260012763419}), (, {'error': 0.024058810234603184}), (, {'error': 0.07963762949733155}), (, {'error': 0.04063893430074972}), (, {'error': 0.16909287507357607}), (, {'error': 0.30809857257335915}), (, {'error': 0.030928833356076435}), (, {'error': 0.95191682701528}), (, {'error': 0.01275394545776598})]) -Toy 16/25 -Time taken: 1 h, 23 min -Projected time left: 47 min, 6 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1566 (1566 total) | -| EDM = 0.000132 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297111.53676849336 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.593 | 0.014 | | | -2 | 2 | | -| 1 | phi_p | 0.30 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.29 | 0.25 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.40 | 0.16 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.31 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.005 | 0.016 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -2.9 | 0.9 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -6 | 6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.99 | 0.23 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.797 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.64 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.15 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.28 | 0.22 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.27 | 0.07 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.19 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | 1.179 | 0.027 | | | -2 | 2 | | -| 19| p4160_s | 2.24 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.49 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 18.1 | 1.3 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.003 | 0.451 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.016 0.604 -0.014 -0.172 0.005 -0.000 0.470 -0.666 -0.131 -0.065 0.039 -0.398 0.049 0.037 0.181 -0.349 -0.017 0.148 -0.009 -0.009 -0.540 0.047 -0.680 | -| phi_p | -0.016 1.000 -0.021 0.000 0.004 0.013 0.000 -0.029 0.025 0.012 0.008 0.001 0.007 -0.041 0.005 -0.006 0.016 -0.002 -0.012 0.000 -0.004 0.020 0.790 0.026 | -| Ctt | 0.604 -0.021 1.000 -0.008 -0.011 0.000 -0.009 0.750 -0.857 -0.411 -0.045 0.077 -0.668 0.041 -0.107 0.129 -0.633 -0.083 0.588 0.160 -0.009 -0.727 0.034 -0.879 | -| p4040_p | -0.014 0.000 -0.008 1.000 -0.002 -0.000 -0.041 0.003 0.015 -0.006 0.001 -0.001 -0.003 -0.001 -0.014 -0.009 0.012 -0.001 -0.014 -0.023 0.000 0.006 -0.000 0.015 | -| p4415_s | -0.172 0.004 -0.011 -0.002 1.000 -0.001 -0.001 -0.096 0.126 0.075 0.011 0.021 0.049 -0.011 -0.065 -0.024 0.138 0.050 -0.170 0.232 0.002 0.079 -0.011 0.130 | -| omega_p | 0.005 0.013 0.000 -0.000 -0.001 1.000 -0.000 -0.006 -0.000 0.005 0.017 0.002 -0.001 0.636 0.006 0.003 0.003 -0.018 -0.003 0.003 0.006 -0.001 0.031 -0.000 | -| p4040_s | -0.000 0.000 -0.009 -0.041 -0.001 -0.000 1.000 -0.005 0.004 0.015 0.000 -0.002 0.004 -0.000 0.009 -0.004 -0.001 -0.002 -0.000 0.010 0.000 0.006 -0.000 0.004 | -| DDstar_p | 0.470 -0.029 0.750 0.003 -0.096 -0.006 -0.005 1.000 -0.802 -0.593 -0.033 -0.236 -0.817 0.036 -0.324 0.020 -0.582 0.148 0.452 -0.023 -0.011 -0.713 0.026 -0.826 | -| Dbar_p | -0.666 0.025 -0.857 0.015 0.126 -0.000 0.004 -0.802 1.000 0.335 0.046 0.003 0.634 -0.053 0.075 -0.229 0.696 -0.199 -0.643 -0.051 0.014 0.797 -0.046 0.977 | -| p4160_p | -0.131 0.012 -0.411 -0.006 0.075 0.005 0.015 -0.593 0.335 1.000 0.007 0.139 0.507 -0.014 0.412 0.089 0.182 -0.104 -0.123 -0.051 0.006 0.374 -0.013 0.342 | -| rho_s | -0.065 0.008 -0.045 0.001 0.011 0.017 0.000 -0.033 0.046 0.007 1.000 -0.003 0.024 -0.189 -0.005 -0.017 0.022 0.010 -0.028 -0.003 0.016 0.037 -0.003 0.047 | -| psi2s_p | 0.039 0.001 0.077 -0.001 0.021 0.002 -0.002 -0.236 0.003 0.139 -0.003 1.000 0.221 0.001 0.129 -0.199 -0.001 -0.001 0.040 0.036 0.001 0.050 -0.000 0.001 | -| jpsi_p | -0.398 0.007 -0.668 -0.003 0.049 -0.001 0.004 -0.817 0.634 0.507 0.024 0.221 1.000 -0.039 0.276 0.028 0.450 -0.050 -0.375 -0.003 0.010 0.554 -0.044 0.647 | -| omega_s | 0.049 -0.041 0.041 -0.001 -0.011 0.636 -0.000 0.036 -0.053 -0.014 -0.189 0.001 -0.039 1.000 -0.004 0.010 -0.033 0.048 0.036 -0.005 0.050 -0.044 -0.005 -0.055 | -| p4415_p | 0.037 0.005 -0.107 -0.014 -0.065 0.006 0.009 -0.324 0.075 0.412 -0.005 0.129 0.276 -0.004 1.000 0.136 0.061 -0.134 0.046 -0.138 0.006 0.131 -0.007 0.078 | -| p3770_s | 0.181 -0.006 0.129 -0.009 -0.024 0.003 -0.004 0.020 -0.229 0.089 -0.017 -0.199 0.028 0.010 0.136 1.000 -0.220 0.062 0.172 0.094 -0.001 -0.283 0.004 -0.238 | -| DDstar_s | -0.349 0.016 -0.633 0.012 0.138 0.003 -0.001 -0.582 0.696 0.182 0.022 -0.001 0.450 -0.033 0.061 -0.220 1.000 -0.206 -0.333 0.019 0.011 0.514 -0.031 0.712 | -| bplus_2 | -0.017 -0.002 -0.083 -0.001 0.050 -0.018 -0.002 0.148 -0.199 -0.104 0.010 -0.001 -0.050 0.048 -0.134 0.062 -0.206 1.000 -0.019 -0.039 -0.036 -0.181 0.074 -0.206 | -| bplus_1 | 0.148 -0.012 0.588 -0.014 -0.170 -0.003 -0.000 0.452 -0.643 -0.123 -0.028 0.040 -0.375 0.036 0.046 0.172 -0.333 -0.019 1.000 -0.005 -0.014 -0.529 0.035 -0.657 | -| p4160_s | -0.009 0.000 0.160 -0.023 0.232 0.003 0.010 -0.023 -0.051 -0.051 -0.003 0.036 -0.003 -0.005 -0.138 0.094 0.019 -0.039 -0.005 1.000 0.004 -0.048 -0.009 -0.050 | -| rho_p | -0.009 -0.004 -0.009 0.000 0.002 0.006 0.000 -0.011 0.014 0.006 0.016 0.001 0.010 0.050 0.006 -0.001 0.011 -0.036 -0.014 0.004 1.000 0.011 0.002 0.015 | -| p3770_p | -0.540 0.020 -0.727 0.006 0.079 -0.001 0.006 -0.713 0.797 0.374 0.037 0.050 0.554 -0.044 0.131 -0.283 0.514 -0.181 -0.529 -0.048 0.011 1.000 -0.037 0.814 | -| phi_s | 0.047 0.790 0.034 -0.000 -0.011 0.031 -0.000 0.026 -0.046 -0.013 -0.003 -0.000 -0.044 -0.005 -0.007 0.004 -0.031 0.074 0.035 -0.009 0.002 -0.037 1.000 -0.047 | -| Dbar_s | -0.680 0.026 -0.879 0.015 0.130 -0.000 0.004 -0.826 0.977 0.342 0.047 0.001 0.647 -0.055 0.078 -0.238 0.712 -0.206 -0.657 -0.050 0.015 0.814 -0.047 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.014017264236872662}), (, {'error': 0.29360833812558207}), (, {'error': 0.25443550781753366}), (, {'error': 8.099160641553631}), (, {'error': 0.1643093444988063}), (, {'error': 0.29918765589630647}), (, {'error': 0.015975233440516098}), (, {'error': 0.9151635941507192}), (, {'error': 6.287150108067022}), (, {'error': 0.10267420913473924}), (, {'error': 0.22833075591209473}), (, {'error': 0.030504588230344964}), (, {'error': 0.036074085069363715}), (, {'error': 1.0211861162200657}), (, {'error': 0.1530774334771683}), (, {'error': 0.2208407560184531}), (, {'error': 0.07485906975183884}), (, {'error': 0.07568352462664407}), (, {'error': 0.026909805459867986}), (, {'error': 0.1368357708825525}), (, {'error': 0.056773249302857653}), (, {'error': 0.19477393577251423}), (, {'error': 1.2768240729853186}), (, {'error': 0.4508569046891614})]) -Toy 17/25 -Time taken: 1 h, 30 min -Projected time left: 42 min, 24 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1277 (1277 total) | -| EDM = 0.000126 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297289.8584398545 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.525 | 0.023 | | | -2 | 2 | | -| 1 | phi_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.37 | 0.28 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.92 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.72 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -0.47 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.98 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -0.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -3.58 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.47 | 0.31 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 5.37 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.33 | 0.25 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.36 | 0.12 | | | -2 | 2 | | -| 18| bplus_1 | -0.98 | 0.04 | | | -2 | 2 | | -| 19| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 6.03 | 0.24 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.85 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 19.7 | 1.9 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.007 -0.020 0.028 0.016 -0.033 0.003 0.028 0.053 -0.000 0.218 0.003 -0.026 -0.072 0.001 0.048 -0.001 -0.081 -0.904 0.001 -0.016 0.042 -0.006 -0.001 | -| phi_p | 0.007 1.000 -0.017 -0.015 -0.019 0.048 -0.012 0.006 -0.001 0.000 0.012 -0.014 -0.021 -0.076 -0.008 -0.009 0.000 -0.054 -0.011 -0.000 -0.141 0.003 0.913 0.000 | -| Ctt | -0.020 -0.017 1.000 -0.354 0.330 0.005 0.562 -0.027 -0.140 -0.001 0.009 0.123 0.322 0.006 -0.149 -0.441 0.009 0.867 -0.242 -0.019 0.125 -0.311 -0.036 0.031 | -| p4040_p | 0.028 -0.015 -0.354 1.000 -0.012 0.001 -0.373 0.261 0.079 -0.004 0.009 -0.193 0.009 0.001 0.042 0.210 0.015 -0.207 0.095 0.003 0.010 0.277 -0.019 0.014 | -| p4415_s | 0.016 -0.019 0.330 -0.012 1.000 0.004 0.097 -0.021 -0.059 -0.001 0.015 -0.044 0.061 0.005 -0.039 -0.109 0.012 0.287 -0.043 0.001 0.078 -0.100 -0.032 0.012 | -| omega_p | -0.033 0.048 0.005 0.001 0.004 1.000 0.003 0.001 0.002 -0.000 -0.193 -0.001 -0.014 0.372 0.003 -0.001 0.001 0.020 0.031 -0.000 -0.006 -0.003 0.058 0.001 | -| p4040_s | 0.003 -0.012 0.562 -0.373 0.097 0.003 1.000 -0.092 -0.094 0.007 0.013 0.071 0.087 0.003 -0.236 -0.131 0.007 0.387 -0.075 -0.019 0.073 -0.277 -0.023 0.008 | -| DDstar_p | 0.028 0.006 -0.027 0.261 -0.021 0.001 -0.092 1.000 -0.081 -0.001 0.021 0.179 0.390 -0.005 0.087 0.220 0.008 -0.059 0.106 0.012 0.009 0.243 0.003 -0.004 | -| Dbar_p | 0.053 -0.001 -0.140 0.079 -0.059 0.002 -0.094 -0.081 1.000 0.001 0.028 0.144 0.378 -0.003 -0.026 0.174 0.001 -0.063 0.123 0.007 0.036 0.452 -0.010 0.008 | -| p4160_p | -0.000 0.000 -0.001 -0.004 -0.001 -0.000 0.007 -0.001 0.001 1.000 -0.000 0.003 -0.000 -0.000 0.004 -0.000 -0.000 -0.001 -0.000 -0.002 -0.001 -0.001 0.001 -0.000 | -| rho_s | 0.218 0.012 0.009 0.009 0.015 -0.193 0.013 0.021 0.028 -0.000 1.000 0.016 0.017 -0.309 -0.008 0.011 -0.003 -0.001 -0.180 0.000 0.195 0.013 -0.009 -0.002 | -| psi2s_p | 0.003 -0.014 0.123 -0.193 -0.044 -0.001 0.071 0.179 0.144 0.003 0.016 1.000 0.136 -0.003 -0.068 -0.378 0.016 0.021 0.069 -0.001 0.020 0.122 -0.017 0.022 | -| jpsi_p | -0.026 -0.021 0.322 0.009 0.061 -0.014 0.087 0.390 0.378 -0.000 0.017 0.136 1.000 -0.020 0.018 0.018 0.015 0.264 0.002 0.003 -0.025 0.180 -0.018 0.022 | -| omega_s | -0.072 -0.076 0.006 0.001 0.005 0.372 0.003 -0.005 -0.003 -0.000 -0.309 -0.003 -0.020 1.000 0.005 -0.002 0.001 0.030 0.067 -0.000 0.355 -0.008 -0.049 0.001 | -| p4415_p | 0.001 -0.008 -0.149 0.042 -0.039 0.003 -0.236 0.087 -0.026 0.004 -0.008 -0.068 0.018 0.005 1.000 0.061 0.007 0.052 -0.073 0.007 0.020 0.111 -0.013 0.005 | -| p3770_s | 0.048 -0.009 -0.441 0.210 -0.109 -0.001 -0.131 0.220 0.174 -0.000 0.011 -0.378 0.018 -0.002 0.061 1.000 0.002 -0.321 0.127 0.010 -0.008 0.038 -0.011 0.009 | -| DDstar_s | -0.001 0.000 0.009 0.015 0.012 0.001 0.007 0.008 0.001 -0.000 -0.003 0.016 0.015 0.001 0.007 0.002 1.000 0.018 -0.022 0.000 0.001 -0.003 -0.000 -0.001 | -| bplus_2 | -0.081 -0.054 0.867 -0.207 0.287 0.020 0.387 -0.059 -0.063 -0.001 -0.001 0.021 0.264 0.030 0.052 -0.321 0.018 1.000 -0.228 -0.011 0.238 -0.226 -0.091 0.022 | -| bplus_1 | -0.904 -0.011 -0.242 0.095 -0.043 0.031 -0.075 0.106 0.123 -0.000 -0.180 0.069 0.002 0.067 -0.073 0.127 -0.022 -0.228 1.000 0.003 0.015 0.102 0.002 -0.015 | -| p4160_s | 0.001 -0.000 -0.019 0.003 0.001 -0.000 -0.019 0.012 0.007 -0.002 0.000 -0.001 0.003 -0.000 0.007 0.010 0.000 -0.011 0.003 1.000 -0.001 0.014 0.000 0.000 | -| rho_p | -0.016 -0.141 0.125 0.010 0.078 -0.006 0.073 0.009 0.036 -0.001 0.195 0.020 -0.025 0.355 0.020 -0.008 0.001 0.238 0.015 -0.001 1.000 -0.026 -0.119 0.002 | -| p3770_p | 0.042 0.003 -0.311 0.277 -0.100 -0.003 -0.277 0.243 0.452 -0.001 0.013 0.122 0.180 -0.008 0.111 0.038 -0.003 -0.226 0.102 0.014 -0.026 1.000 0.004 0.002 | -| phi_s | -0.006 0.913 -0.036 -0.019 -0.032 0.058 -0.023 0.003 -0.010 0.001 -0.009 -0.017 -0.018 -0.049 -0.013 -0.011 -0.000 -0.091 0.002 0.000 -0.119 0.004 1.000 -0.000 | -| Dbar_s | -0.001 0.000 0.031 0.014 0.012 0.001 0.008 -0.004 0.008 -0.000 -0.002 0.022 0.022 0.001 0.005 0.009 -0.001 0.022 -0.015 0.000 0.002 0.002 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02299983778243697}), (, {'error': 0.4791125400610965}), (, {'error': 0.28433498029692683}), (, {'error': 0.16895218191859152}), (, {'error': 0.1848378195215592}), (, {'error': 0.27579143523579397}), (, {'error': 0.18018091985651297}), (, {'error': 0.2753436858366607}), (, {'error': 0.2748675998020653}), (, {'error': 0.009796969271676392}), (, {'error': 0.31162645124262645}), (, {'error': 0.03242825458887655}), (, {'error': 0.03301406762486092}), (, {'error': 0.9424890397867367}), (, {'error': 0.26759611426786467}), (, {'error': 0.2536733610367623}), (, {'error': 0.012884180294100489}), (, {'error': 0.12032433638934847}), (, {'error': 0.04416692334001493}), (, {'error': 0.012878874449436528}), (, {'error': 0.23890682399280827}), (, {'error': 0.10826502734691257}), (, {'error': 1.8882987889662743}), (, {'error': 0.013790746675339943})]) -Toy 18/25 -Time taken: 1 h, 35 min -Projected time left: 37 min, 13 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=1451 (1451 total) | -| EDM = 0.00213 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296947.18760658574 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.387 | 0.012 | | | -2 | 2 | | -| 1 | phi_p | 0.85 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.5 | 0.3 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.31 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.44 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.14 | 0.35 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -2.8 | 1.4 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -5.0 | 1.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.24 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.66 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.8 | 1.5 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.44 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.89 | 0.24 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.40 | 0.06 | | | -2 | 2 | | -| 18| bplus_1 | 0.738 | 0.026 | | | -2 | 2 | | -| 19| p4160_s | 2.01 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.40 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 22.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.24 | 0.15 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.006 0.243 0.044 -0.123 0.048 -0.049 0.092 0.287 -0.044 -0.331 -0.026 -0.175 0.139 0.008 0.048 0.065 -0.232 -0.461 0.053 0.077 -0.227 0.144 -0.330 | -| phi_p | 0.006 1.000 -0.027 0.018 0.002 -0.071 0.005 -0.040 -0.034 0.031 0.024 0.021 0.033 -0.066 0.027 0.005 -0.024 -0.001 -0.004 -0.001 -0.060 0.030 0.438 0.023 | -| Ctt | 0.243 -0.027 1.000 -0.254 -0.012 0.003 0.064 0.757 0.869 -0.654 -0.118 -0.237 -0.789 0.046 -0.414 -0.030 0.529 -0.417 0.284 0.225 0.021 -0.736 0.055 -0.629 | -| p4040_p | 0.044 0.018 -0.254 1.000 0.064 0.019 -0.088 -0.464 -0.191 0.341 -0.045 0.192 0.411 0.019 0.428 0.161 -0.202 -0.041 0.138 0.317 0.020 0.268 -0.001 0.081 | -| p4415_s | -0.123 0.002 -0.012 0.064 1.000 -0.009 0.143 -0.076 -0.140 -0.016 0.074 0.053 0.060 -0.032 -0.078 -0.001 -0.083 0.146 -0.182 0.273 -0.015 0.067 -0.033 0.105 | -| omega_p | 0.048 -0.071 0.003 0.019 -0.009 1.000 0.001 -0.017 0.005 0.015 -0.122 0.011 0.006 0.728 0.021 0.011 -0.011 -0.034 -0.013 0.009 0.022 -0.004 0.006 -0.014 | -| p4040_s | -0.049 0.005 0.064 -0.088 0.143 0.001 1.000 -0.145 -0.117 -0.187 0.034 0.134 0.090 -0.015 -0.055 0.126 -0.120 -0.022 -0.042 -0.156 -0.002 0.000 -0.024 -0.021 | -| DDstar_p | 0.092 -0.040 0.757 -0.464 -0.076 -0.017 -0.145 1.000 0.829 -0.745 -0.041 -0.521 -0.891 0.015 -0.668 -0.133 0.592 -0.052 0.042 0.001 -0.005 -0.676 0.037 -0.425 | -| Dbar_p | 0.287 -0.034 0.869 -0.191 -0.140 0.005 -0.117 0.829 1.000 -0.584 -0.180 -0.339 -0.786 0.078 -0.422 0.057 0.607 -0.133 0.315 0.155 0.023 -0.791 0.100 -0.692 | -| p4160_p | -0.044 0.031 -0.654 0.341 -0.016 0.015 -0.187 -0.745 -0.584 1.000 0.012 0.375 0.721 -0.004 0.652 0.122 -0.394 0.032 0.008 -0.078 0.008 0.598 -0.024 0.423 | -| rho_s | -0.331 0.024 -0.118 -0.045 0.074 -0.122 0.034 -0.041 -0.180 0.012 1.000 0.006 0.083 -0.413 -0.014 -0.044 -0.033 -0.004 0.005 -0.028 -0.134 0.141 -0.134 0.207 | -| psi2s_p | -0.026 0.021 -0.237 0.192 0.053 0.011 0.134 -0.521 -0.339 0.375 0.006 1.000 0.507 -0.002 0.351 -0.121 -0.284 0.010 0.019 -0.026 0.006 0.345 -0.016 0.269 | -| jpsi_p | -0.175 0.033 -0.789 0.411 0.060 0.006 0.090 -0.891 -0.786 0.721 0.083 0.507 1.000 -0.038 0.585 0.166 -0.542 0.170 -0.116 -0.074 -0.004 0.712 -0.065 0.591 | -| omega_s | 0.139 -0.066 0.046 0.019 -0.032 0.728 -0.015 0.015 0.078 -0.004 -0.413 -0.002 -0.038 1.000 0.005 0.018 0.014 0.015 -0.003 0.009 0.125 -0.062 0.050 -0.089 | -| p4415_p | 0.008 0.027 -0.414 0.428 -0.078 0.021 -0.055 -0.668 -0.422 0.652 -0.014 0.351 0.585 0.005 1.000 0.161 -0.357 -0.105 0.111 -0.006 0.018 0.410 -0.020 0.191 | -| p3770_s | 0.048 0.005 -0.030 0.161 -0.001 0.011 0.126 -0.133 0.057 0.122 -0.044 -0.121 0.166 0.018 0.161 1.000 0.006 0.014 0.086 0.079 0.015 -0.103 0.004 0.013 | -| DDstar_s | 0.065 -0.024 0.529 -0.202 -0.083 -0.011 -0.120 0.592 0.607 -0.394 -0.033 -0.284 -0.542 0.014 -0.357 0.006 1.000 0.004 0.023 0.031 -0.004 -0.448 0.032 -0.424 | -| bplus_2 | -0.232 -0.001 -0.417 -0.041 0.146 -0.034 -0.022 -0.052 -0.133 0.032 -0.004 0.010 0.170 0.015 -0.105 0.014 0.004 1.000 -0.227 -0.155 -0.054 0.133 0.087 0.218 | -| bplus_1 | -0.461 -0.004 0.284 0.138 -0.182 -0.013 -0.042 0.042 0.315 0.008 0.005 0.019 -0.116 -0.003 0.111 0.086 0.023 -0.227 1.000 0.114 -0.018 -0.279 0.004 -0.395 | -| p4160_s | 0.053 -0.001 0.225 0.317 0.273 0.009 -0.156 0.001 0.155 -0.078 -0.028 -0.026 -0.074 0.009 -0.006 0.079 0.031 -0.155 0.114 1.000 0.015 -0.141 -0.007 -0.227 | -| rho_p | 0.077 -0.060 0.021 0.020 -0.015 0.022 -0.002 -0.005 0.023 0.008 -0.134 0.006 -0.004 0.125 0.018 0.015 -0.004 -0.054 -0.018 0.015 1.000 -0.019 -0.003 -0.033 | -| p3770_p | -0.227 0.030 -0.736 0.268 0.067 -0.004 0.000 -0.676 -0.791 0.598 0.141 0.345 0.712 -0.062 0.410 -0.103 -0.448 0.133 -0.279 -0.141 -0.019 1.000 -0.080 0.756 | -| phi_s | 0.144 0.438 0.055 -0.001 -0.033 0.006 -0.024 0.037 0.100 -0.024 -0.134 -0.016 -0.065 0.050 -0.020 0.004 0.032 0.087 0.004 -0.007 -0.003 -0.080 1.000 -0.105 | -| Dbar_s | -0.330 0.023 -0.629 0.081 0.105 -0.014 -0.021 -0.425 -0.692 0.423 0.207 0.269 0.591 -0.089 0.191 0.013 -0.424 0.218 -0.395 -0.227 -0.033 0.756 -0.105 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.012473981081984054}), (, {'error': 0.13794156979648298}), (, {'error': 0.32565859494560806}), (, {'error': 0.21020713666084045}), (, {'error': 0.18902448715226905}), (, {'error': 0.34606936592591486}), (, {'error': 0.17431679900159414}), (, {'error': 1.4185061268906045}), (, {'error': 1.4848905167813025}), (, {'error': 0.16158124876392144}), (, {'error': 0.40620493295597115}), (, {'error': 0.03740242750795808}), (, {'error': 0.05940343615220112}), (, {'error': 1.462493861657383}), (, {'error': 0.20269925731275085}), (, {'error': 0.24410211180651453}), (, {'error': 0.47145097565894106}), (, {'error': 0.06409612243620488}), (, {'error': 0.02582554301061557}), (, {'error': 0.16954924956757067}), (, {'error': 0.4237413517654569}), (, {'error': 0.1853325640268224}), (, {'error': 0.9727042527631475}), (, {'error': 0.1469522508078851})]) -Toy 19/25 -Time taken: 1 h, 42 min -Projected time left: 32 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1422 (1422 total) | -| EDM = 6.89E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297310.612200257 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.455 | 0.029 | | | -2 | 2 | | -| 1 | phi_p | 0.61 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.4 | 0.3 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.31 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.30 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -5.60 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.00 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 0.029 | 1.361 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -2.4 | 1.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.15 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -4.73 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 4.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.37 | 0.28 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.017 | 0.084 | | | -2 | 2 | | -| 18| bplus_1 | 0.94 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 0.21 | 0.28 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.94 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 20.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.008 0.106 0.029 -0.072 -0.139 -0.082 0.087 -0.128 0.024 -0.245 0.039 -0.079 0.015 -0.005 0.064 0.006 0.062 -0.882 -0.044 0.192 0.027 0.114 -0.140 | -| phi_p | 0.008 1.000 -0.014 0.004 -0.005 0.019 -0.006 -0.013 0.001 0.015 -0.127 0.005 0.004 -0.039 0.004 -0.000 -0.004 0.064 0.001 -0.011 -0.216 0.007 0.654 0.000 | -| Ctt | 0.106 -0.014 1.000 -0.035 0.011 -0.041 -0.065 0.789 -0.842 -0.476 -0.064 0.263 -0.496 0.002 -0.329 0.286 0.342 -0.342 0.215 0.037 0.072 -0.286 0.005 -0.689 | -| p4040_p | 0.029 0.004 -0.035 1.000 0.028 -0.012 -0.179 -0.169 -0.101 0.322 -0.026 0.091 0.343 0.001 0.330 0.206 -0.034 -0.028 0.078 0.364 0.022 0.212 0.004 -0.077 | -| p4415_s | -0.072 -0.005 0.011 0.028 1.000 0.020 0.142 -0.084 0.124 -0.040 0.047 -0.013 -0.015 -0.004 -0.119 -0.041 -0.055 0.104 -0.085 0.305 -0.010 -0.021 -0.024 0.086 | -| omega_p | -0.139 0.019 -0.041 -0.012 0.020 1.000 0.024 -0.042 0.052 0.003 0.354 -0.012 0.013 0.684 0.006 -0.026 -0.008 -0.001 0.105 0.009 -0.213 0.005 0.012 0.052 | -| p4040_s | -0.082 -0.006 -0.065 -0.179 0.142 0.024 1.000 -0.249 0.274 -0.214 0.064 0.017 0.100 -0.005 -0.104 0.013 -0.146 0.006 -0.077 -0.138 0.004 -0.024 -0.034 0.153 | -| DDstar_p | 0.087 -0.013 0.789 -0.169 -0.084 -0.042 -0.249 1.000 -0.888 -0.598 -0.081 -0.008 -0.646 0.004 -0.513 0.213 0.430 -0.006 0.161 -0.137 0.021 -0.325 0.025 -0.614 | -| Dbar_p | -0.128 0.001 -0.842 -0.101 0.124 0.052 0.274 -0.888 1.000 0.337 0.118 -0.194 0.377 -0.010 0.282 -0.431 -0.405 0.004 -0.230 0.055 -0.023 0.258 -0.049 0.730 | -| p4160_p | 0.024 0.015 -0.476 0.322 -0.040 0.003 -0.214 -0.598 0.337 1.000 -0.006 0.115 0.605 0.002 0.634 0.057 -0.200 -0.023 -0.017 0.065 -0.002 0.348 0.009 0.290 | -| rho_s | -0.245 -0.127 -0.064 -0.026 0.047 0.354 0.064 -0.081 0.118 -0.006 1.000 -0.030 0.026 0.044 0.017 -0.055 -0.018 -0.138 0.164 0.042 0.201 0.008 -0.132 0.114 | -| psi2s_p | 0.039 0.005 0.263 0.091 -0.013 -0.012 0.017 -0.008 -0.194 0.115 -0.030 1.000 0.207 0.002 0.101 -0.040 0.013 -0.043 0.061 0.002 0.009 0.069 0.012 -0.119 | -| jpsi_p | -0.079 0.004 -0.496 0.343 -0.015 0.013 0.100 -0.646 0.377 0.605 0.026 0.207 1.000 -0.010 0.490 0.135 -0.256 0.126 -0.015 0.106 -0.021 0.264 -0.022 0.351 | -| omega_s | 0.015 -0.039 0.002 0.001 -0.004 0.684 -0.005 0.004 -0.010 0.002 0.044 0.002 -0.010 1.000 -0.002 0.003 0.001 0.026 -0.009 -0.006 0.042 -0.002 0.015 -0.009 | -| p4415_p | -0.005 0.004 -0.329 0.330 -0.119 0.006 -0.104 -0.513 0.282 0.634 0.017 0.101 0.490 -0.002 1.000 0.069 -0.213 -0.141 0.027 -0.006 0.027 0.266 -0.014 0.174 | -| p3770_s | 0.064 -0.000 0.286 0.206 -0.041 -0.026 0.013 0.213 -0.431 0.057 -0.055 -0.040 0.135 0.003 0.069 1.000 0.144 0.023 0.104 0.061 0.028 -0.216 0.014 -0.291 | -| DDstar_s | 0.006 -0.004 0.342 -0.034 -0.055 -0.008 -0.146 0.430 -0.405 -0.200 -0.018 0.013 -0.256 0.001 -0.213 0.144 1.000 0.078 0.024 -0.069 -0.009 -0.077 0.009 -0.305 | -| bplus_2 | 0.062 0.064 -0.342 -0.028 0.104 -0.001 0.006 -0.006 0.004 -0.023 -0.138 -0.043 0.126 0.026 -0.141 0.023 0.078 1.000 -0.228 -0.091 -0.231 -0.028 0.151 0.077 | -| bplus_1 | -0.882 0.001 0.215 0.078 -0.085 0.105 -0.077 0.161 -0.230 -0.017 0.164 0.061 -0.015 -0.009 0.027 0.104 0.024 -0.228 1.000 0.001 -0.170 -0.099 -0.080 -0.218 | -| p4160_s | -0.044 -0.011 0.037 0.364 0.305 0.009 -0.138 -0.137 0.055 0.065 0.042 0.002 0.106 -0.006 -0.006 0.061 -0.069 -0.091 0.001 1.000 0.040 0.063 -0.039 -0.015 | -| rho_p | 0.192 -0.216 0.072 0.022 -0.010 -0.213 0.004 0.021 -0.023 -0.002 0.201 0.009 -0.021 0.042 0.027 0.028 -0.009 -0.231 -0.170 0.040 1.000 0.000 -0.100 -0.029 | -| p3770_p | 0.027 0.007 -0.286 0.212 -0.021 0.005 -0.024 -0.325 0.258 0.348 0.008 0.069 0.264 -0.002 0.266 -0.216 -0.077 -0.028 -0.099 0.063 0.000 1.000 -0.002 0.375 | -| phi_s | 0.114 0.654 0.005 0.004 -0.024 0.012 -0.034 0.025 -0.049 0.009 -0.132 0.012 -0.022 0.015 -0.014 0.014 0.009 0.151 -0.080 -0.039 -0.100 -0.002 1.000 -0.046 | -| Dbar_s | -0.140 0.000 -0.689 -0.077 0.086 0.052 0.153 -0.614 0.730 0.290 0.114 -0.119 0.351 -0.009 0.174 -0.291 -0.305 0.077 -0.218 -0.015 -0.029 0.375 -0.046 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02858334252207717}), (, {'error': 0.19892706520398518}), (, {'error': 0.3164790058605581}), (, {'error': 0.20934257021063285}), (, {'error': 0.1878220783430148}), (, {'error': 0.3042219378318829}), (, {'error': 0.1812311584551874}), (, {'error': 1.3612228938714344}), (, {'error': 1.355275384678983}), (, {'error': 0.13791264144913473}), (, {'error': 0.3735780177417827}), (, {'error': 0.03537516657550199}), (, {'error': 0.03734999549151574}), (, {'error': 1.1292468699745335}), (, {'error': 0.21425696598936117}), (, {'error': 0.2785612767225283}), (, {'error': 0.10441720803623097}), (, {'error': 0.08394575840469276}), (, {'error': 0.05968170896977942}), (, {'error': 0.16743690903631991}), (, {'error': 0.28016098534837}), (, {'error': 0.12706386014062687}), (, {'error': 1.1098298708703371}), (, {'error': 0.49943327614764305})]) -Toy 20/25 -Time taken: 1 h, 48 min -Projected time left: 27 min -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1379 (1379 total) | -| EDM = 2.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297184.6797232477 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.410 | 0.030 | | | -2 | 2 | | -| 1 | phi_p | -0.32 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.08 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.45 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -5.50 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.84 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -1.26 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.899 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 4.659 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.65 | 0.23 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.35 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 19| p4160_s | 1.51 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 18.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.028 0.028 -0.065 -0.002 -0.297 -0.018 -0.031 -0.041 -0.003 -0.455 -0.034 0.107 0.074 0.002 -0.017 0.004 -0.174 -0.933 -0.055 0.086 0.051 0.110 0.001 | -| phi_p | -0.028 1.000 0.000 0.003 0.000 0.016 0.004 0.003 0.006 -0.002 0.038 -0.002 -0.031 0.022 -0.000 0.002 0.001 -0.015 0.020 0.007 0.076 -0.005 0.597 0.001 | -| Ctt | 0.028 0.000 1.000 -0.098 -0.004 0.012 0.381 -0.023 -0.326 -0.346 0.007 0.218 0.269 -0.001 -0.007 -0.154 -0.004 -0.730 0.108 0.247 0.086 -0.251 -0.049 0.002 | -| p4040_p | -0.065 0.003 -0.098 1.000 -0.000 0.015 -0.213 -0.019 -0.155 -0.102 0.024 -0.222 -0.113 -0.001 -0.004 -0.000 0.030 -0.017 0.082 0.333 0.019 0.049 -0.019 0.016 | -| p4415_s | -0.002 0.000 -0.004 -0.000 1.000 0.000 -0.012 -0.000 -0.004 0.014 0.000 -0.005 -0.000 0.000 -0.017 -0.000 0.001 -0.010 0.005 -0.013 0.002 0.003 -0.001 0.001 | -| omega_p | -0.297 0.016 0.012 0.015 0.000 1.000 0.014 0.050 0.034 -0.006 0.646 0.011 -0.022 -0.556 -0.001 0.009 0.000 0.027 0.260 0.022 -0.083 -0.002 -0.038 0.000 | -| p4040_s | -0.018 0.004 0.381 -0.213 -0.012 0.014 1.000 -0.124 -0.011 -0.443 0.020 0.110 0.053 -0.003 0.001 0.083 -0.005 -0.164 0.025 -0.182 0.034 -0.172 -0.022 -0.005 | -| DDstar_p | -0.031 0.003 -0.023 -0.019 -0.000 0.050 -0.124 1.000 -0.182 0.136 0.083 -0.042 0.121 -0.012 0.006 0.140 0.043 0.235 -0.224 -0.113 -0.007 0.242 -0.014 0.000 | -| Dbar_p | -0.041 0.006 -0.326 -0.155 -0.004 0.034 -0.011 -0.182 1.000 -0.016 0.054 -0.069 0.167 -0.007 0.003 -0.074 0.004 0.061 -0.081 -0.128 0.020 0.305 -0.022 0.024 | -| p4160_p | -0.003 -0.002 -0.346 -0.102 0.014 -0.006 -0.443 0.136 -0.016 1.000 -0.007 -0.130 -0.052 0.002 -0.004 -0.001 0.036 0.101 0.001 -0.137 -0.016 0.173 0.007 0.019 | -| rho_s | -0.455 0.038 0.007 0.024 0.000 0.646 0.020 0.083 0.054 -0.007 1.000 0.019 -0.029 -0.165 -0.001 0.014 -0.000 0.049 0.391 0.031 0.120 -0.001 -0.028 -0.000 | -| psi2s_p | -0.034 -0.002 0.218 -0.222 -0.005 0.011 0.110 -0.042 -0.069 -0.130 0.019 1.000 -0.029 -0.001 0.001 -0.428 0.030 -0.042 0.040 -0.082 0.002 -0.035 -0.011 0.027 | -| jpsi_p | 0.107 -0.031 0.269 -0.113 -0.000 -0.022 0.053 0.121 0.167 -0.052 -0.029 -0.029 1.000 0.012 0.001 -0.049 0.064 -0.178 -0.097 -0.028 -0.064 0.038 0.008 0.047 | -| omega_s | 0.074 0.022 -0.001 -0.001 0.000 -0.556 -0.003 -0.012 -0.007 0.002 -0.165 -0.001 0.012 1.000 0.000 0.000 -0.000 -0.015 -0.066 -0.003 -0.004 0.002 0.011 -0.000 | -| p4415_p | 0.002 -0.000 -0.007 -0.004 -0.017 -0.001 0.001 0.006 0.003 -0.004 -0.001 0.001 0.001 0.000 1.000 0.001 -0.000 0.004 -0.003 -0.007 -0.001 0.003 0.001 -0.000 | -| p3770_s | -0.017 0.002 -0.154 -0.000 -0.000 0.009 0.083 0.140 -0.074 -0.001 0.014 -0.428 -0.049 0.000 0.001 1.000 0.029 0.094 -0.039 -0.004 0.015 -0.221 -0.014 0.024 | -| DDstar_s | 0.004 0.001 -0.004 0.030 0.001 0.000 -0.005 0.043 0.004 0.036 -0.000 0.030 0.064 -0.000 -0.000 0.029 1.000 0.003 -0.009 0.006 0.000 0.036 0.000 -0.002 | -| bplus_2 | -0.174 -0.015 -0.730 -0.017 -0.010 0.027 -0.164 0.235 0.061 0.101 0.049 -0.042 -0.178 -0.015 0.004 0.094 0.003 1.000 -0.033 -0.226 -0.223 0.131 0.077 -0.001 | -| bplus_1 | -0.933 0.020 0.108 0.082 0.005 0.260 0.025 -0.224 -0.081 0.001 0.391 0.040 -0.097 -0.066 -0.003 -0.039 -0.009 -0.033 1.000 0.089 -0.088 -0.157 -0.101 -0.004 | -| p4160_s | -0.055 0.007 0.247 0.333 -0.013 0.022 -0.182 -0.113 -0.128 -0.137 0.031 -0.082 -0.028 -0.003 -0.007 -0.004 0.006 -0.226 0.089 1.000 0.058 -0.082 -0.037 0.001 | -| rho_p | 0.086 0.076 0.086 0.019 0.002 -0.083 0.034 -0.007 0.020 -0.016 0.120 0.002 -0.064 -0.004 -0.001 0.015 0.000 -0.223 -0.088 0.058 1.000 -0.012 0.086 0.001 | -| p3770_p | 0.051 -0.005 -0.251 0.049 0.003 -0.002 -0.172 0.242 0.305 0.173 -0.001 -0.035 0.038 0.002 0.003 -0.221 0.036 0.131 -0.157 -0.082 -0.012 1.000 0.002 0.040 | -| phi_s | 0.110 0.597 -0.049 -0.019 -0.001 -0.038 -0.022 -0.014 -0.022 0.007 -0.028 -0.011 0.008 0.011 0.001 -0.014 0.000 0.077 -0.101 -0.037 0.086 0.002 1.000 -0.000 | -| Dbar_s | 0.001 0.001 0.002 0.016 0.001 0.000 -0.005 0.000 0.024 0.019 -0.000 0.027 0.047 -0.000 -0.000 0.024 -0.002 -0.001 -0.004 0.001 0.001 0.040 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030473245423086937}), (, {'error': 0.2078466715217866}), (, {'error': 0.21202775949225883}), (, {'error': 0.20256493988049495}), (, {'error': 0.026961554638427795}), (, {'error': 0.30395969671381184}), (, {'error': 0.1779882230605434}), (, {'error': 0.32696271813970945}), (, {'error': 0.3071141432406641}), (, {'error': 0.13266277690232808}), (, {'error': 0.41524137318106136}), (, {'error': 0.03103862847895389}), (, {'error': 0.02460789831793697}), (, {'error': 3.851764131576954}), (, {'error': 0.14484251563625206}), (, {'error': 0.22950243256758052}), (, {'error': 0.0263141619572132}), (, {'error': 0.08054034073558025}), (, {'error': 0.058703763343833204}), (, {'error': 0.16580322996993457}), (, {'error': 0.4824564847762449}), (, {'error': 0.09046823036469842}), (, {'error': 1.0973567633397465}), (, {'error': 0.018447254009200442})]) -Toy 21/25 -Time taken: 1 h, 54 min -Projected time left: 21 min, 44 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1295 (1295 total) | -| EDM = 6.48E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297270.86656703195 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.421 | 0.017 | | | -2 | 2 | | -| 1 | phi_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.45 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -2.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.94 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 1.96 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 2.02 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.12 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.920 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 4.668 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.30 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 3.06 | 0.23 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.27 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | -0.79 | 0.04 | | | -2 | 2 | | -| 19| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | 3.62 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 18.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.015 -0.030 0.020 0.010 -0.082 0.014 0.002 0.019 0.022 0.217 -0.007 -0.050 -0.195 0.017 0.045 0.000 -0.066 -0.834 0.025 -0.240 0.030 -0.065 0.001 | -| phi_p | -0.015 1.000 0.005 -0.001 -0.001 0.028 0.003 -0.005 -0.002 -0.002 0.028 -0.003 -0.020 0.037 0.003 -0.001 0.000 0.018 0.013 0.003 0.073 -0.005 0.358 0.000 | -| Ctt | -0.030 0.005 1.000 -0.333 0.188 0.014 0.329 -0.116 -0.292 -0.387 0.061 0.170 0.192 0.036 -0.021 -0.188 0.002 0.679 -0.149 0.268 0.114 -0.244 -0.036 0.009 | -| p4040_p | 0.020 -0.001 -0.333 1.000 -0.036 -0.001 -0.241 0.135 -0.018 0.316 0.002 -0.212 -0.068 -0.002 0.167 -0.053 0.022 -0.062 -0.003 0.253 0.000 0.191 -0.005 0.019 | -| p4415_s | 0.010 -0.001 0.188 -0.036 1.000 -0.005 0.212 -0.026 0.034 -0.091 0.021 0.030 -0.018 -0.012 -0.182 0.018 -0.001 -0.113 0.139 0.334 -0.012 -0.073 -0.004 -0.001 | -| omega_p | -0.082 0.028 0.014 -0.001 -0.005 1.000 0.007 -0.020 -0.008 -0.003 -0.140 -0.005 -0.038 0.518 0.009 -0.003 0.000 0.052 0.062 0.006 0.167 -0.014 0.059 0.000 | -| p4040_s | 0.014 0.003 0.329 -0.241 0.212 0.007 1.000 -0.137 -0.109 -0.550 0.040 -0.052 -0.054 0.016 -0.204 0.085 0.008 0.109 0.014 0.160 0.055 -0.154 -0.021 0.002 | -| DDstar_p | 0.002 -0.005 -0.116 0.135 -0.026 -0.020 -0.137 1.000 -0.084 0.217 0.046 0.012 0.201 -0.046 -0.019 0.160 0.025 -0.259 0.367 -0.087 -0.065 0.259 -0.000 0.001 | -| Dbar_p | 0.019 -0.002 -0.292 -0.018 0.034 -0.008 -0.109 -0.084 1.000 0.043 0.046 0.006 0.245 -0.018 -0.072 -0.002 0.003 -0.081 0.195 -0.074 -0.009 0.333 -0.013 0.016 | -| p4160_p | 0.022 -0.002 -0.387 0.316 -0.091 -0.003 -0.550 0.217 0.043 1.000 0.003 -0.143 -0.011 -0.007 0.283 0.001 0.036 -0.051 -0.003 -0.193 -0.008 0.231 -0.004 0.024 | -| rho_s | 0.217 0.028 0.061 0.002 0.021 -0.140 0.040 0.046 0.046 0.003 1.000 0.006 -0.034 -0.152 0.031 0.030 -0.000 0.134 -0.132 0.051 0.195 0.015 0.008 0.000 | -| psi2s_p | -0.007 -0.003 0.170 -0.212 0.030 -0.005 -0.052 0.012 0.006 -0.143 0.006 1.000 -0.017 -0.010 -0.111 -0.423 0.024 -0.024 0.049 -0.075 -0.012 0.028 -0.003 0.025 | -| jpsi_p | -0.050 -0.020 0.192 -0.068 -0.018 -0.038 -0.054 0.201 0.245 -0.011 -0.034 -0.017 1.000 -0.077 -0.031 -0.024 0.049 0.066 0.077 -0.051 -0.141 0.087 0.010 0.040 | -| omega_s | -0.195 0.037 0.036 -0.002 -0.012 0.518 0.016 -0.046 -0.018 -0.007 -0.152 -0.010 -0.077 1.000 0.022 -0.006 0.001 0.123 0.146 0.016 0.606 -0.031 0.105 0.000 | -| p4415_p | 0.017 0.003 -0.021 0.167 -0.182 0.009 -0.204 -0.019 -0.072 0.283 0.031 -0.111 -0.031 0.022 1.000 -0.016 0.026 0.194 -0.087 -0.181 0.063 0.055 -0.022 0.014 | -| p3770_s | 0.045 -0.001 -0.188 -0.053 0.018 -0.003 0.085 0.160 -0.002 0.001 0.030 -0.423 -0.024 -0.006 -0.016 1.000 0.020 -0.101 0.075 0.010 0.008 -0.213 -0.016 0.023 | -| DDstar_s | 0.000 0.000 0.002 0.022 -0.001 0.000 0.008 0.025 0.003 0.036 -0.000 0.024 0.049 0.001 0.026 0.020 1.000 0.009 -0.006 0.008 0.001 0.018 -0.000 -0.001 | -| bplus_2 | -0.066 0.018 0.679 -0.062 -0.113 0.052 0.109 -0.259 -0.081 -0.051 0.134 -0.024 0.066 0.123 0.194 -0.101 0.009 1.000 -0.245 0.127 0.315 -0.112 -0.080 0.006 | -| bplus_1 | -0.834 0.013 -0.149 -0.003 0.139 0.062 0.014 0.367 0.195 -0.003 -0.132 0.049 0.077 0.146 -0.087 0.075 -0.006 -0.245 1.000 0.022 0.187 0.117 0.051 -0.003 | -| p4160_s | 0.025 0.003 0.268 0.253 0.334 0.006 0.160 -0.087 -0.074 -0.193 0.051 -0.075 -0.051 0.016 -0.181 0.010 0.008 0.127 0.022 1.000 0.061 -0.083 -0.026 0.003 | -| rho_p | -0.240 0.073 0.114 0.000 -0.012 0.167 0.055 -0.065 -0.009 -0.008 0.195 -0.012 -0.141 0.606 0.063 0.008 0.001 0.315 0.187 0.061 1.000 -0.046 0.128 0.001 | -| p3770_p | 0.030 -0.005 -0.244 0.191 -0.073 -0.014 -0.154 0.259 0.333 0.231 0.015 0.028 0.087 -0.031 0.055 -0.213 0.018 -0.112 0.117 -0.083 -0.046 1.000 -0.003 0.026 | -| phi_s | -0.065 0.358 -0.036 -0.005 -0.004 0.059 -0.021 -0.000 -0.013 -0.004 0.008 -0.003 0.010 0.105 -0.022 -0.016 -0.000 -0.080 0.051 -0.026 0.128 -0.003 1.000 -0.000 | -| Dbar_s | 0.001 0.000 0.009 0.019 -0.001 0.000 0.002 0.001 0.016 0.024 0.000 0.025 0.040 0.000 0.014 0.023 -0.001 0.006 -0.003 0.003 0.001 0.026 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017019688659313248}), (, {'error': 0.23318356082533054}), (, {'error': 0.207381751410865}), (, {'error': 0.19985396010972845}), (, {'error': 0.19360406647578082}), (, {'error': 0.31735562573125264}), (, {'error': 0.16998985255826}), (, {'error': 0.3008555596279585}), (, {'error': 0.2846469010707864}), (, {'error': 0.10257748450999493}), (, {'error': 0.37124228250643965}), (, {'error': 0.03161956293307533}), (, {'error': 0.02676569144623464}), (, {'error': 1.1907529065895068}), (, {'error': 0.18271352473098568}), (, {'error': 0.22838624434431187}), (, {'error': 0.01762322643682665}), (, {'error': 0.07752177769742152}), (, {'error': 0.035248684825536114}), (, {'error': 0.16784231128499938}), (, {'error': 0.3537573414372486}), (, {'error': 0.1033798636300407}), (, {'error': 0.8525846631994902}), (, {'error': 0.014241213978910733})]) -Toy 22/25 -Time taken: 2 h, 6 s -Projected time left: 16 min, 21 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1532 (1532 total) | -| EDM = 6.06E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297262.50605803693 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.570 | 0.023 | | | -2 | 2 | | -| 1 | phi_p | -5.56 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.27 | 0.28 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.24 | 0.17 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 6.14 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.00 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 3.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | -2.0 | 1.9 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.25 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.802 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.63 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | -2.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.61 | 0.23 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.10 | 0.08 | | | -2 | 2 | | -| 18| bplus_1 | 1.13 | 0.04 | | | -2 | 2 | | -| 19| p4160_s | 1.91 | 0.19 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.83 | 0.29 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 20.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.17 | 0.30 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.024 0.781 0.267 0.062 0.006 0.427 -0.268 0.865 -0.279 -0.259 -0.108 -0.648 0.133 0.373 0.090 0.401 -0.229 0.594 0.519 0.003 -0.811 0.136 0.874 | -| phi_p | -0.024 1.000 -0.025 -0.007 -0.006 -0.026 -0.017 -0.003 -0.031 0.016 0.037 0.006 0.020 -0.021 -0.009 -0.002 -0.017 0.010 -0.026 -0.020 -0.018 0.031 0.563 -0.032 | -| Ctt | 0.781 -0.025 1.000 0.180 0.226 0.005 0.575 -0.194 0.874 -0.444 -0.219 0.004 -0.707 0.111 0.298 0.067 0.457 -0.391 0.768 0.606 0.003 -0.825 0.108 0.860 | -| p4040_p | 0.267 -0.007 0.180 1.000 0.088 0.004 0.030 -0.342 0.321 0.047 -0.078 -0.056 -0.060 0.036 0.284 0.101 0.137 -0.050 0.266 0.414 0.002 -0.192 0.030 0.273 | -| p4415_s | 0.062 -0.006 0.226 0.088 1.000 -0.000 0.154 -0.030 0.130 -0.064 -0.020 -0.019 -0.147 0.011 -0.050 0.023 0.049 0.048 0.059 0.290 0.000 -0.151 0.008 0.147 | -| omega_p | 0.006 -0.026 0.005 0.004 -0.000 1.000 0.003 -0.004 0.004 0.001 -0.090 0.000 -0.002 0.348 0.006 0.004 0.000 -0.022 0.000 0.005 0.002 -0.004 0.003 0.004 | -| p4040_s | 0.427 -0.017 0.575 0.030 0.154 0.003 1.000 -0.217 0.501 -0.483 -0.122 -0.041 -0.383 0.063 0.070 0.159 0.234 -0.087 0.421 0.254 0.002 -0.515 0.058 0.536 | -| DDstar_p | -0.268 -0.003 -0.194 -0.342 -0.030 -0.004 -0.217 1.000 -0.211 -0.226 0.075 -0.197 -0.107 -0.043 -0.394 -0.209 -0.087 0.012 -0.263 -0.246 -0.000 0.220 -0.047 -0.329 | -| Dbar_p | 0.865 -0.031 0.874 0.321 0.130 0.004 0.501 -0.211 1.000 -0.327 -0.245 -0.073 -0.668 0.135 0.393 0.162 0.510 -0.134 0.848 0.603 0.001 -0.892 0.132 0.942 | -| p4160_p | -0.279 0.016 -0.444 0.047 -0.064 0.001 -0.483 -0.226 -0.327 1.000 0.078 0.115 0.465 -0.047 0.180 0.055 -0.183 0.041 -0.273 -0.268 0.001 0.419 -0.046 -0.378 | -| rho_s | -0.259 0.037 -0.219 -0.078 -0.020 -0.090 -0.122 0.075 -0.245 0.078 1.000 0.030 0.179 -0.371 -0.105 -0.031 -0.113 0.044 -0.203 -0.148 -0.019 0.228 -0.058 -0.246 | -| psi2s_p | -0.108 0.006 0.004 -0.056 -0.019 0.000 -0.041 -0.197 -0.073 0.115 0.030 1.000 0.249 -0.018 0.001 -0.206 -0.084 0.050 -0.105 -0.107 -0.000 0.146 -0.018 -0.134 | -| jpsi_p | -0.648 0.020 -0.707 -0.060 -0.147 -0.002 -0.383 -0.107 -0.668 0.465 0.179 0.249 1.000 -0.105 -0.148 0.087 -0.398 0.226 -0.627 -0.451 0.000 0.707 -0.114 -0.730 | -| omega_s | 0.133 -0.021 0.111 0.036 0.011 0.348 0.063 -0.043 0.135 -0.047 -0.371 -0.018 -0.105 1.000 0.048 0.009 0.065 0.037 0.116 0.073 0.044 -0.126 0.033 0.135 | -| p4415_p | 0.373 -0.009 0.298 0.284 -0.050 0.006 0.070 -0.394 0.393 0.180 -0.105 0.001 -0.148 0.048 1.000 0.130 0.171 -0.176 0.372 0.150 0.003 -0.310 0.042 0.385 | -| p3770_s | 0.090 -0.002 0.067 0.101 0.023 0.004 0.159 -0.209 0.162 0.055 -0.031 -0.206 0.087 0.009 0.130 1.000 0.062 0.026 0.088 0.097 0.002 -0.158 0.002 0.088 | -| DDstar_s | 0.401 -0.017 0.457 0.137 0.049 0.000 0.234 -0.087 0.510 -0.183 -0.113 -0.084 -0.398 0.065 0.171 0.062 1.000 -0.050 0.391 0.292 -0.000 -0.459 0.065 0.507 | -| bplus_2 | -0.229 0.010 -0.391 -0.050 0.048 -0.022 -0.087 0.012 -0.134 0.041 0.044 0.050 0.226 0.037 -0.176 0.026 -0.050 1.000 -0.239 -0.153 -0.019 0.144 0.069 -0.168 | -| bplus_1 | 0.594 -0.026 0.768 0.266 0.059 0.000 0.421 -0.263 0.848 -0.273 -0.203 -0.105 -0.627 0.116 0.372 0.088 0.391 -0.239 1.000 0.512 -0.001 -0.799 0.114 0.857 | -| p4160_s | 0.519 -0.020 0.606 0.414 0.290 0.005 0.254 -0.246 0.603 -0.268 -0.148 -0.107 -0.451 0.073 0.150 0.097 0.292 -0.153 0.512 1.000 0.003 -0.572 0.065 0.622 | -| rho_p | 0.003 -0.018 0.003 0.002 0.000 0.002 0.002 -0.000 0.001 0.001 -0.019 -0.000 0.000 0.044 0.003 0.002 -0.000 -0.019 -0.001 0.003 1.000 -0.001 -0.007 0.001 | -| p3770_p | -0.811 0.031 -0.825 -0.192 -0.151 -0.004 -0.515 0.220 -0.892 0.419 0.228 0.146 0.707 -0.126 -0.310 -0.158 -0.459 0.144 -0.799 -0.572 -0.001 1.000 -0.123 -0.933 | -| phi_s | 0.136 0.563 0.108 0.030 0.008 0.003 0.058 -0.047 0.132 -0.046 -0.058 -0.018 -0.114 0.033 0.042 0.002 0.065 0.069 0.114 0.065 -0.007 -0.123 1.000 0.133 | -| Dbar_s | 0.874 -0.032 0.860 0.273 0.147 0.004 0.536 -0.329 0.942 -0.378 -0.246 -0.134 -0.730 0.135 0.385 0.088 0.507 -0.168 0.857 0.622 0.001 -0.933 0.133 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.022500815442809574}), (, {'error': 0.15783666600102686}), (, {'error': 0.2811917034072922}), (, {'error': 0.1841603769033089}), (, {'error': 0.17368810168426707}), (, {'error': 0.25881556223711844}), (, {'error': 0.18180885153480758}), (, {'error': 0.4570054075020611}), (, {'error': 1.8532373212895605}), (, {'error': 0.12121948099970403}), (, {'error': 0.3211731693655644}), (, {'error': 0.030916608101610343}), (, {'error': 0.03875570953592877}), (, {'error': 0.8886382382167262}), (, {'error': 0.18172895129422217}), (, {'error': 0.23167178354700035}), (, {'error': 0.08809030495569836}), (, {'error': 0.0773641802339895}), (, {'error': 0.0412110552915439}), (, {'error': 0.19314840827770174}), (, {'error': 0.04478624937590148}), (, {'error': 0.291016885030587}), (, {'error': 0.9683279004597569}), (, {'error': 0.3003138667013828})]) -Toy 23/25 -Time taken: 2 h, 6 min -Projected time left: 11 min -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1448 (1448 total) | -| EDM = 0.000106 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297108.4108722501 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.451 | 0.007 | | | -2 | 2 | | -| 1 | phi_p | -6.05 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.20 | 0.12 | | | -1.5 | 1.5 | | -| 3 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.17 | 0.16 | | |0.126447 | 2.35355 | | -| 5 | omega_p | -5.61 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.005 | 0.013 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 6.3 | 1.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.22 | 0.28 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 0.86 | 0.31 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.80 | 0.07 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | -4.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.2 | 0.4 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 17| bplus_2 | -0.31 | 0.05 | | | -2 | 2 | | -| 18| bplus_1 | -0.814 | 0.012 | | | -2 | 2 | | -| 19| p4160_s | 2.23 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.74 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 17.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | 0.08 | 0.12 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.043 0.228 0.068 0.199 0.016 -0.028 -0.561 -0.369 -0.553 0.145 -0.513 -0.534 -0.048 -0.513 -0.483 -0.291 0.123 0.022 -0.198 -0.007 -0.391 -0.062 -0.331 | -| phi_p | -0.043 1.000 -0.042 -0.010 -0.013 0.040 0.004 0.085 0.041 0.082 0.011 0.078 0.081 -0.025 0.077 0.075 0.030 -0.022 -0.045 0.043 -0.004 0.062 0.698 0.072 | -| Ctt | 0.228 -0.042 1.000 0.065 0.242 -0.010 -0.033 -0.507 -0.242 -0.529 0.051 -0.406 -0.534 -0.031 -0.451 -0.487 -0.219 0.554 0.209 -0.072 -0.002 -0.427 -0.047 -0.541 | -| p4040_p | 0.068 -0.010 0.065 1.000 0.016 -0.003 -0.146 -0.121 -0.063 -0.116 0.012 -0.110 -0.119 -0.007 -0.110 -0.106 -0.042 0.047 0.069 -0.069 -0.001 -0.093 -0.011 -0.095 | -| p4415_s | 0.199 -0.013 0.242 0.016 1.000 0.001 -0.008 -0.164 -0.071 -0.143 0.031 -0.146 -0.168 -0.011 -0.180 -0.138 -0.014 -0.003 0.213 0.107 -0.002 -0.142 -0.016 -0.129 | -| omega_p | 0.016 0.040 -0.010 -0.003 0.001 1.000 0.001 0.021 0.005 0.020 0.379 0.020 0.020 0.447 0.020 0.019 0.003 0.013 -0.007 0.015 -0.031 0.015 0.037 0.025 | -| p4040_s | -0.028 0.004 -0.033 -0.146 -0.008 0.001 1.000 0.045 0.021 0.047 -0.005 0.041 0.045 0.003 0.044 0.038 0.013 -0.017 -0.028 0.032 0.000 0.037 0.004 0.037 | -| DDstar_p | -0.561 0.085 -0.507 -0.121 -0.164 0.021 0.045 1.000 0.533 0.967 -0.102 0.929 0.979 0.059 0.900 0.879 0.351 -0.406 -0.558 0.482 0.005 0.740 0.092 0.820 | -| Dbar_p | -0.369 0.041 -0.242 -0.063 -0.071 0.005 0.021 0.533 1.000 0.493 -0.067 0.470 0.489 0.032 0.478 0.429 0.139 -0.219 -0.378 0.289 0.003 0.290 0.048 0.318 | -| p4160_p | -0.553 0.082 -0.529 -0.116 -0.143 0.020 0.047 0.967 0.493 1.000 -0.100 0.891 0.948 0.056 0.889 0.851 0.329 -0.374 -0.555 0.450 0.005 0.731 0.086 0.781 | -| rho_s | 0.145 0.011 0.051 0.012 0.031 0.379 -0.005 -0.102 -0.067 -0.100 1.000 -0.093 -0.098 -0.159 -0.091 -0.090 -0.052 0.074 0.065 -0.036 -0.039 -0.073 -0.014 -0.058 | -| psi2s_p | -0.513 0.078 -0.406 -0.110 -0.146 0.020 0.041 0.929 0.470 0.891 -0.093 1.000 0.913 0.054 0.829 0.760 0.329 -0.379 -0.511 0.439 0.004 0.693 0.083 0.741 | -| jpsi_p | -0.534 0.081 -0.534 -0.119 -0.168 0.020 0.045 0.979 0.489 0.948 -0.098 0.913 1.000 0.054 0.880 0.865 0.347 -0.405 -0.533 0.464 0.005 0.723 0.083 0.799 | -| omega_s | -0.048 -0.025 -0.031 -0.007 -0.011 0.447 0.003 0.059 0.032 0.056 -0.159 0.054 0.054 1.000 0.050 0.049 0.021 -0.061 -0.041 0.022 0.014 0.044 0.008 0.044 | -| p4415_p | -0.513 0.077 -0.451 -0.110 -0.180 0.020 0.044 0.900 0.478 0.889 -0.091 0.829 0.880 0.050 1.000 0.796 0.321 -0.311 -0.518 0.373 0.005 0.675 0.078 0.714 | -| p3770_s | -0.483 0.075 -0.487 -0.106 -0.138 0.019 0.038 0.879 0.429 0.851 -0.090 0.760 0.865 0.049 0.796 1.000 0.291 -0.350 -0.488 0.446 0.005 0.591 0.075 0.692 | -| DDstar_s | -0.291 0.030 -0.219 -0.042 -0.014 0.003 0.013 0.351 0.139 0.329 -0.052 0.329 0.347 0.021 0.321 0.291 1.000 -0.129 -0.306 0.207 0.003 0.230 0.031 0.359 | -| bplus_2 | 0.123 -0.022 0.554 0.047 -0.003 0.013 -0.017 -0.406 -0.219 -0.374 0.074 -0.379 -0.405 -0.061 -0.311 -0.350 -0.129 1.000 0.109 -0.146 0.010 -0.271 -0.086 -0.257 | -| bplus_1 | 0.022 -0.045 0.209 0.069 0.213 -0.007 -0.028 -0.558 -0.378 -0.555 0.065 -0.511 -0.533 -0.041 -0.518 -0.488 -0.306 0.109 1.000 -0.200 0.001 -0.392 -0.060 -0.315 | -| p4160_s | -0.198 0.043 -0.072 -0.069 0.107 0.015 0.032 0.482 0.289 0.450 -0.036 0.439 0.464 0.022 0.373 0.446 0.207 -0.146 -0.200 1.000 0.003 0.343 0.035 0.369 | -| rho_p | -0.007 -0.004 -0.002 -0.001 -0.002 -0.031 0.000 0.005 0.003 0.005 -0.039 0.004 0.005 0.014 0.005 0.005 0.003 0.010 0.001 0.003 1.000 0.003 0.002 0.002 | -| p3770_p | -0.391 0.062 -0.427 -0.093 -0.142 0.015 0.037 0.740 0.290 0.731 -0.073 0.693 0.723 0.044 0.675 0.591 0.230 -0.271 -0.392 0.343 0.003 1.000 0.068 0.689 | -| phi_s | -0.062 0.698 -0.047 -0.011 -0.016 0.037 0.004 0.092 0.048 0.086 -0.014 0.083 0.083 0.008 0.078 0.075 0.031 -0.086 -0.060 0.035 0.002 0.068 1.000 0.072 | -| Dbar_s | -0.331 0.072 -0.541 -0.095 -0.129 0.025 0.037 0.820 0.318 0.781 -0.058 0.741 0.799 0.044 0.714 0.692 0.359 -0.257 -0.315 0.369 0.002 0.689 0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0067465934680224215}), (, {'error': 0.21632556640999434}), (, {'error': 0.12205620270246109}), (, {'error': 8.244116944944649}), (, {'error': 0.15670971451271787}), (, {'error': 0.17995712971810596}), (, {'error': 0.013341426873943601}), (, {'error': 10.973922499501741}), (, {'error': 1.4367436411556875}), (, {'error': 0.2819029970734599}), (, {'error': 0.3112031072036103}), (, {'error': 0.06939413969849628}), (, {'error': 0.09640548108521507}), (, {'error': 0.8564950907166016}), (, {'error': 0.34589050681317524}), (, {'error': 0.38850638827960515}), (, {'error': 0.11004224681206562}), (, {'error': 0.048190729060294424}), (, {'error': 0.012099670147412978}), (, {'error': 0.14369696231297713}), (, {'error': 0.06427742236841771}), (, {'error': 0.1671449508182301}), (, {'error': 0.9862333058948938}), (, {'error': 0.11602704370700334})]) -Toy 24/25 -Time taken: 2 h, 13 min -Projected time left: 5 min, 32 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1275 (1275 total) | -| EDM = 7.44E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297014.2541596418 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 0.58 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.30 | 0.17 | | | -1.5 | 1.5 | | -| 3 | p4040_p | 3.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.45 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | omega_p | 0.12 | 0.37 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.10 | 0.19 | | |0.00501244| 2.01499 | | -| 7 | DDstar_p | 3.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 8 | Dbar_p | 3.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.43 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| rho_s | 2.1 | 1.3 | | |0.0253049| 2.0747 | | -| 11| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| jpsi_p | 1.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 4.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| p4415_p | 3.71 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| p3770_s | 2.20 | 0.27 | | |0.918861 | 4.08114 | | -| 16| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 17| bplus_2 | 0.34 | 0.10 | | | -2 | 2 | | -| 18| bplus_1 | 0.91 | 0.07 | | | -2 | 2 | | -| 19| p4160_s | 1.90 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 21| p3770_p | -2.74 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| phi_s | 20.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 23| Dbar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 phi_p Ctt p4040_p p4415_s omega_p p4040_s DDstar_p Dbar_p p4160_p rho_s psi2s_p jpsi_p omega_s p4415_p p3770_s DDstar_s bplus_2 bplus_1 p4160_s rho_p p3770_p phi_s Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.026 -0.019 0.027 -0.056 0.048 0.033 -0.256 -0.197 0.055 0.205 -0.003 -0.036 0.047 0.098 -0.056 -0.133 -0.281 -0.831 0.020 0.028 -0.087 0.116 -0.034 | -| phi_p | 0.026 1.000 0.003 0.006 -0.004 -0.017 -0.001 -0.016 0.002 0.009 -0.002 0.006 -0.002 -0.040 0.008 0.002 -0.006 -0.000 -0.014 -0.001 -0.026 0.003 0.703 -0.001 | -| Ctt | -0.019 0.003 1.000 -0.174 0.210 -0.002 0.345 0.031 -0.126 -0.307 -0.006 0.167 -0.330 -0.036 -0.064 -0.170 -0.031 -0.558 0.060 0.258 0.013 -0.151 -0.046 0.135 | -| p4040_p | 0.027 0.006 -0.174 1.000 0.010 0.009 -0.185 -0.317 0.187 0.325 0.021 0.112 0.414 -0.001 0.336 0.191 -0.107 -0.062 0.091 0.309 0.005 0.223 -0.004 0.034 | -| p4415_s | -0.056 -0.004 0.210 0.010 1.000 -0.006 0.145 0.095 -0.016 -0.108 -0.022 -0.004 -0.107 -0.005 -0.184 -0.005 0.042 0.155 -0.082 0.301 -0.003 -0.062 -0.010 -0.017 | -| omega_p | 0.048 -0.017 -0.002 0.009 -0.006 1.000 0.004 -0.026 -0.012 0.010 0.087 0.003 0.002 0.555 0.015 -0.000 -0.014 -0.026 -0.034 0.005 0.010 -0.008 0.015 -0.003 | -| p4040_s | 0.033 -0.001 0.345 -0.185 0.145 0.004 1.000 -0.240 -0.342 -0.437 0.015 0.001 -0.132 -0.004 -0.096 -0.025 -0.110 -0.174 0.061 0.070 0.005 -0.320 -0.006 -0.090 | -| DDstar_p | -0.256 -0.016 0.031 -0.317 0.095 -0.026 -0.240 1.000 0.561 -0.281 -0.101 -0.146 -0.282 -0.026 -0.545 0.057 0.373 0.469 -0.268 -0.276 -0.011 0.381 -0.048 0.242 | -| Dbar_p | -0.197 0.002 -0.126 0.187 -0.016 -0.012 -0.342 0.561 1.000 0.297 -0.071 0.322 0.468 -0.012 -0.087 0.453 0.151 0.473 -0.169 -0.264 -0.009 0.692 -0.023 0.209 | -| p4160_p | 0.055 0.009 -0.307 0.325 -0.108 0.010 -0.437 -0.281 0.297 1.000 0.026 0.205 0.506 0.005 0.471 0.231 -0.066 -0.047 0.076 -0.119 0.004 0.298 0.010 0.027 | -| rho_s | 0.205 -0.002 -0.006 0.021 -0.022 0.087 0.015 -0.101 -0.071 0.026 1.000 0.002 0.004 0.290 0.047 -0.015 -0.055 -0.081 -0.137 0.015 0.005 -0.037 0.040 -0.013 | -| psi2s_p | -0.003 0.006 0.167 0.112 -0.004 0.003 0.001 -0.146 0.322 0.205 0.002 1.000 0.412 -0.002 0.149 -0.055 -0.064 0.014 0.020 -0.039 0.001 0.229 -0.001 0.059 | -| jpsi_p | -0.036 -0.002 -0.330 0.414 -0.107 0.002 -0.132 -0.282 0.468 0.506 0.004 0.412 1.000 -0.001 0.339 0.402 -0.099 0.172 0.082 -0.060 -0.001 0.313 -0.011 0.016 | -| omega_s | 0.047 -0.040 -0.036 -0.001 -0.005 0.555 -0.004 -0.026 -0.012 0.005 0.290 -0.002 -0.001 1.000 0.002 -0.008 -0.012 0.038 -0.033 -0.011 0.071 -0.006 0.004 -0.001 | -| p4415_p | 0.098 0.008 -0.064 0.336 -0.184 0.015 -0.096 -0.545 -0.087 0.471 0.047 0.149 0.339 0.002 1.000 0.100 -0.206 -0.296 0.176 -0.005 0.010 -0.005 0.004 -0.056 | -| p3770_s | -0.056 0.002 -0.170 0.191 -0.005 -0.000 -0.025 0.057 0.453 0.231 -0.015 -0.055 0.402 -0.008 0.100 1.000 0.045 0.177 -0.044 -0.045 0.001 0.166 -0.017 0.121 | -| DDstar_s | -0.133 -0.006 -0.031 -0.107 0.042 -0.014 -0.110 0.373 0.151 -0.066 -0.055 -0.064 -0.099 -0.012 -0.206 0.045 1.000 0.255 -0.150 -0.119 -0.007 0.175 -0.022 0.096 | -| bplus_2 | -0.281 -0.000 -0.558 -0.062 0.155 -0.026 -0.174 0.469 0.473 -0.047 -0.081 0.014 0.172 0.038 -0.296 0.177 0.255 1.000 -0.106 -0.205 -0.038 0.294 0.053 0.103 | -| bplus_1 | -0.831 -0.014 0.060 0.091 -0.082 -0.034 0.061 -0.268 -0.169 0.076 -0.137 0.020 0.082 -0.033 0.176 -0.044 -0.150 -0.106 1.000 0.079 -0.022 -0.151 -0.084 -0.036 | -| p4160_s | 0.020 -0.001 0.258 0.309 0.301 0.005 0.070 -0.276 -0.264 -0.119 0.015 -0.039 -0.060 -0.011 -0.005 -0.045 -0.119 -0.205 0.079 1.000 0.008 -0.193 -0.019 -0.055 | -| rho_p | 0.028 -0.026 0.013 0.005 -0.003 0.010 0.005 -0.011 -0.009 0.004 0.005 0.001 -0.001 0.071 0.010 0.001 -0.007 -0.038 -0.022 0.008 1.000 -0.006 -0.012 -0.002 | -| p3770_p | -0.087 0.003 -0.151 0.223 -0.062 -0.008 -0.320 0.381 0.692 0.298 -0.037 0.229 0.313 -0.006 -0.005 0.166 0.175 0.294 -0.151 -0.193 -0.006 1.000 -0.009 0.098 | -| phi_s | 0.116 0.703 -0.046 -0.004 -0.010 0.015 -0.006 -0.048 -0.023 0.010 0.040 -0.001 -0.011 0.004 0.004 -0.017 -0.022 0.053 -0.084 -0.019 -0.012 -0.009 1.000 -0.002 | -| Dbar_s | -0.034 -0.001 0.135 0.034 -0.017 -0.003 -0.090 0.242 0.209 0.027 -0.013 0.059 0.016 -0.001 -0.056 0.121 0.096 0.103 -0.036 -0.055 -0.002 0.098 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03815365936583015}), (, {'error': 0.23144006667536088}), (, {'error': 0.17295106428703666}), (, {'error': 0.18766431513564985}), (, {'error': 0.19727816814651544}), (, {'error': 0.3714781031646477}), (, {'error': 0.18582301736631213}), (, {'error': 0.8592114935129826}), (, {'error': 0.7890370552572881}), (, {'error': 0.13732265440457048}), (, {'error': 1.2901138618588774}), (, {'error': 0.0362444483528348}), (, {'error': 0.03820530633333297}), (, {'error': 1.006172577437884}), (, {'error': 0.18205344938595225}), (, {'error': 0.26629955307907216}), (, {'error': 0.12967454656315147}), (, {'error': 0.10200555359397168}), (, {'error': 0.07014542257987055}), (, {'error': 0.18409522939678202}), (, {'error': 0.05332104513723834}), (, {'error': 0.17400297510454665}), (, {'error': 1.1892879679658996}), (, {'error': 0.3739749206341426})]) -Toy 25/25 -Time taken: 2 h, 19 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.5259271437158659 -Mean Ctt error = 0.21001039892757709 -95 Sensitivy = 0.00037047668832484857 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247855.out b/finished fits/ff1data1/slurm-2247855.out deleted file mode 100644 index 5476cab..0000000 --- a/finished fits/ff1data1/slurm-2247855.out +++ /dev/null @@ -1,5441 +0,0 @@ -Simulation starting -2019-09-05 15:49:11.336731: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 15:49:11.709682: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 15:49:11.714693: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:49:11.766972: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:49:11.795982: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:49:11.852199: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:49:11.901619: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:49:11.923457: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:49:11.996315: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:49:12.004845: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:49:12.005407: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 15:49:12.032969: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 15:49:12.033395: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x557d62019440 executing computations on platform Host. Devices: -2019-09-05 15:49:12.033437: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 15:49:12.037358: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 15:49:12.037503: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:49:12.037534: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 15:49:12.037558: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 15:49:12.037582: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 15:49:12.037606: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 15:49:12.037629: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 15:49:12.037653: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 15:49:12.044837: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 15:49:12.045009: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 15:49:12.306910: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 15:49:12.306968: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 15:49:12.306983: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 15:49:12.316846: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:15:00.0, compute capability: 3.7) -2019-09-05 15:49:12.320068: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x557d62575a00 executing computations on platform CUDA. Devices: -2019-09-05 15:49:12.320130: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 15:49:16.475098 139628448524032 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 15:49:16.541935 139628448524032 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 15:49:17.213065 139628448524032 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 15:49:44.205702: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 15:49:55.625376 139628448524032 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310593.8835142 Edm = 18.32 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310593.8835142 Edm = 18.32 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300703.3341502 Edm = 21.1129 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300585.9010913 Edm = 3.21208 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300563.6448875 Edm = 17.8649 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298835.7076088 Edm = 12.371 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298805.6637006 Edm = 41.5702 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298686.4248003 Edm = 6.15599 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298673.2228604 Edm = 8.47418 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298660.5184346 Edm = 8.91274 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298471.9582986 Edm = 201.622 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298222.7033874 Edm = 93.675 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298030.4500708 Edm = 5.18305 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298020.8444055 Edm = 0.23802 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298020.5987602 Edm = 0.0319573 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 298020.4631409 Edm = 0.102449 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 298015.9776323 Edm = 5.38328 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298013.4458139 Edm = 2.46032 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298009.878724 Edm = 2.81038 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297933.710634 Edm = 8.67028 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297916.1553474 Edm = 11.8746 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297904.5504555 Edm = 8.03772 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297898.8475821 Edm = 0.864861 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297897.6993538 Edm = 0.37779 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297896.0681996 Edm = 1.18908 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297854.9050431 Edm = 38.8527 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297853.4634197 Edm = 13.0836 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297847.7033749 Edm = 5.07438 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297822.7576488 Edm = 41.5286 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297820.6520688 Edm = 6.21523 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297775.7729511 Edm = 24.5718 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297766.1690797 Edm = 10.8887 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297739.4257413 Edm = 17.6437 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297719.7752728 Edm = 15.5587 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297659.8794465 Edm = 4.57602 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297651.0391534 Edm = 4.5055 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297647.2983153 Edm = 0.484771 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297646.7991361 Edm = 0.0396433 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297646.7372035 Edm = 0.0552714 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297644.7228023 Edm = 1.75545 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297589.0715441 Edm = 7.41999 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297585.8006128 Edm = 3.33478 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297581.7971446 Edm = 0.642907 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297579.7021068 Edm = 0.700842 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297577.4249074 Edm = 1.75619 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297576.2438824 Edm = 0.777428 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297574.9077687 Edm = 0.236043 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297574.6488531 Edm = 0.0228593 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297574.619765 Edm = 0.00340123 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297574.6065722 Edm = 0.0134277 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297574.4351245 Edm = 0.164274 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297565.2473933 Edm = 3.146 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297562.1028363 Edm = 0.488323 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297561.5807312 Edm = 0.0171575 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297561.5594639 Edm = 0.00150688 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297561.5481643 Edm = 0.00976299 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297560.5824064 Edm = 0.904933 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297542.4440562 Edm = 0.647456 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297541.6777982 Edm = 0.189296 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297541.5150106 Edm = 0.0209617 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297541.4912916 Edm = 0.00323042 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297541.4877147 Edm = 0.00193676 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297541.4764592 Edm = 0.00864121 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297540.794994 Edm = 0.485305 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297535.3904756 Edm = 1.91539 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297533.8530814 Edm = 1.3524 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297533.1138779 Edm = 0.0739008 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297533.0380456 Edm = 0.0175422 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297533.0140683 Edm = 0.00554356 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297533.0018583 Edm = 0.00146472 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297532.9999139 Edm = 0.000637672 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297532.9960226 Edm = 0.00472261 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297532.8049914 Edm = 0.197827 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297532.7890636 Edm = 0.014892 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297528.0861024 Edm = 1.61741 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297524.1240516 Edm = 0.271892 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297523.8238647 Edm = 0.0983812 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297523.7720163 Edm = 0.0189597 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297523.7474325 Edm = 0.00318203 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297523.7419581 Edm = 0.00248942 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297523.7310045 Edm = 0.00883393 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297523.6061763 Edm = 0.124954 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297513.0750385 Edm = 5.19609 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297500.5670859 Edm = 9.99392 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297494.9606343 Edm = 2.22071 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297492.5212326 Edm = 0.61949 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297491.8161851 Edm = 0.114227 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297491.7015012 Edm = 0.0277887 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297491.6706576 Edm = 0.00688567 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297491.6639811 Edm = 0.00122715 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297491.6618067 Edm = 0.00116493 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297491.6549706 Edm = 0.0063864 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297491.5599323 Edm = 0.0793082 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297490.4834787 Edm = 0.797681 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297483.7227536 Edm = 2.5136 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297479.7162858 Edm = 0.344284 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297479.4479971 Edm = 0.0190353 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297479.4286334 Edm = 0.0026254 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297479.4255062 Edm = 0.000517755 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297479.4242723 Edm = 0.000567947 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297479.4179431 Edm = 0.00499267 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297479.0854271 Edm = 0.272973 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297477.3343375 Edm = 0.453454 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297476.8868096 Edm = 0.0170215 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297476.8710453 Edm = 0.00117726 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297476.8700375 Edm = 0.000162716 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297476.8697093 Edm = 0.000188557 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297476.8616423 Edm = 0.00771604 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297476.0912932 Edm = 0.380792 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297475.4846416 Edm = 0.0278032 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297475.4538025 Edm = 0.00126678 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297475.4522387 Edm = 6.39518e-05 NCalls = 346 -VariableMetric: After Hessian - FCN = 297475.4522387 Edm = 160.19 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297475.4522387 Edm = 160.19 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297475.1553136 Edm = 380.134 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297473.6231189 Edm = 68.3357 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297473.6013765 Edm = 4630.06 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297473.5387421 Edm = 2071.78 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297473.3312343 Edm = 9743.2 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297473.034388 Edm = 271.892 NCalls = 858 -VariableMetric: Iteration # 118 - FCN = 297472.9628564 Edm = 194.504 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297472.8776025 Edm = 419.169 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297472.6947651 Edm = 84.3319 NCalls = 868 -VariableMetric: Iteration # 121 - FCN = 297472.5803351 Edm = 108.858 NCalls = 871 -VariableMetric: Iteration # 122 - FCN = 297472.4610848 Edm = 215.83 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297472.1064049 Edm = 157.346 NCalls = 877 -VariableMetric: Iteration # 124 - FCN = 297471.981252 Edm = 27.4215 NCalls = 880 -VariableMetric: Iteration # 125 - FCN = 297471.8540662 Edm = 57.615 NCalls = 883 -VariableMetric: Iteration # 126 - FCN = 297471.7458096 Edm = 27.2692 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297471.6911816 Edm = 10.0163 NCalls = 889 -VariableMetric: Iteration # 128 - FCN = 297471.6737741 Edm = 4.35915 NCalls = 892 -VariableMetric: Iteration # 129 - FCN = 297471.4180878 Edm = 6.54329 NCalls = 894 -VariableMetric: Iteration # 130 - FCN = 297471.2703877 Edm = 3.45165 NCalls = 896 -VariableMetric: Iteration # 131 - FCN = 297471.1836079 Edm = 1.5932 NCalls = 898 -VariableMetric: Iteration # 132 - FCN = 297471.124542 Edm = 0.238736 NCalls = 900 -VariableMetric: Iteration # 133 - FCN = 297471.1083832 Edm = 0.317005 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297471.0618088 Edm = 0.824418 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297471.0159825 Edm = 0.0211029 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297470.9867673 Edm = 0.011747 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297470.9839467 Edm = 0.0177737 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297470.9730334 Edm = 0.0011202 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297470.9726952 Edm = 0.00205647 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297470.9715674 Edm = 0.000159343 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297470.9711828 Edm = 6.72412e-05 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297470.9710392 Edm = 9.92384e-06 NCalls = 921 -VariableMetric: After Hessian - FCN = 297470.9710392 Edm = 1.16662e-05 NCalls = 1416 -VariableMetric: Iteration # 143 - FCN = 297470.9710392 Edm = 1.16662e-05 NCalls = 1416 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329824.9092387 Edm = 2266.13 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329824.9092387 Edm = 2266.13 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299759.5881315 Edm = 285.246 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298634.5379108 Edm = 267.891 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 298584.586333 Edm = 0.957286 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298567.4562281 Edm = 11.2732 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 297926.1558069 Edm = 29.8558 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297877.2717903 Edm = 12.3088 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297864.0224143 Edm = 0.15877 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297863.011375 Edm = 1.15901 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297839.1296962 Edm = 5.74797 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297824.8791819 Edm = 1.54763 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297821.5034737 Edm = 0.444415 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297821.0639219 Edm = 0.176268 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297819.6584941 Edm = 1.01068 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297795.3942563 Edm = 10.6883 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297770.6902334 Edm = 5.33806 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297749.0312583 Edm = 6.90879 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297745.2557308 Edm = 3.52319 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297738.8592996 Edm = 0.611869 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297736.7481729 Edm = 0.718702 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297734.4111186 Edm = 3.08089 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297732.1525708 Edm = 1.60792 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297730.4040274 Edm = 0.637517 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297729.7790163 Edm = 0.15261 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297725.2821413 Edm = 3.20471 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297691.3029053 Edm = 88.0253 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297679.6450155 Edm = 29.4763 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297631.7241208 Edm = 16.0008 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297613.4213948 Edm = 0.347123 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297612.8802005 Edm = 0.0550654 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297612.756853 Edm = 0.0494853 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297611.7337479 Edm = 0.563076 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297610.1951635 Edm = 0.115898 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297610.0065753 Edm = 0.281506 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297609.3409203 Edm = 0.773508 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297582.9989259 Edm = 14.8133 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297548.2081154 Edm = 2.91117 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297546.8457122 Edm = 0.379642 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297546.1373458 Edm = 0.0917192 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297545.9415615 Edm = 0.0189373 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297545.9111787 Edm = 0.00674971 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297545.9045587 Edm = 0.00236612 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297545.899415 Edm = 0.00345563 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297545.794044 Edm = 0.0789307 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297543.6025018 Edm = 2.12413 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297541.0312832 Edm = 1.51762 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297538.5702068 Edm = 5.14352 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297537.201615 Edm = 1.24227 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297535.8739606 Edm = 0.166004 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297535.5467409 Edm = 0.137545 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297535.3449466 Edm = 0.0291072 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297535.3220477 Edm = 0.00190684 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297535.3157891 Edm = 0.00417034 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297535.2392507 Edm = 0.0668922 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297532.4981574 Edm = 2.72961 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297530.5080202 Edm = 1.85548 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297523.2405924 Edm = 1.66027 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297522.2954223 Edm = 0.185003 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297522.148723 Edm = 0.0156682 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297522.1366386 Edm = 0.00149142 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297522.135343 Edm = 0.000680178 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297522.1342043 Edm = 0.00122837 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297522.0552209 Edm = 0.0857387 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297521.4578562 Edm = 0.0140479 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297518.2545901 Edm = 1.11699 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297517.0741193 Edm = 0.253226 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297516.7640734 Edm = 0.0461213 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297516.7255772 Edm = 0.00809341 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297516.7149579 Edm = 0.00123495 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297516.7129595 Edm = 0.000396201 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297516.7082795 Edm = 0.00304105 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297516.5610134 Edm = 0.119704 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297514.3824957 Edm = 0.698196 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297513.7286573 Edm = 0.123428 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297513.6280645 Edm = 0.00608865 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297513.619767 Edm = 0.00131284 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297513.6179944 Edm = 9.07999e-05 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297513.6176648 Edm = 0.000240594 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297513.6002733 Edm = 0.0169001 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297512.3204446 Edm = 0.361232 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297511.8473395 Edm = 0.0696461 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297511.8037628 Edm = 0.00602995 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297511.7974815 Edm = 0.000378074 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297511.7966037 Edm = 0.000143841 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297511.7952677 Edm = 0.00109172 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297511.6633396 Edm = 0.118482 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297508.7002873 Edm = 0.425936 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297508.2990673 Edm = 0.127537 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297508.2046781 Edm = 0.013624 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297508.1914449 Edm = 0.0012145 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297508.190228 Edm = 0.000125506 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297508.1899001 Edm = 0.000203043 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297508.1870773 Edm = 0.00159389 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297508.1484919 Edm = 0.0374433 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297506.9739313 Edm = 1.14704 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297506.9670905 Edm = 0.00278497 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297506.9409569 Edm = 0.0346513 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297506.737318 Edm = 0.186744 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297505.0751655 Edm = 2.12265 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297502.9678517 Edm = 1.85505 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297501.7431671 Edm = 0.230362 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297501.5763403 Edm = 0.0422451 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297501.5252756 Edm = 0.0316699 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297501.3789231 Edm = 0.163172 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297499.0917777 Edm = 2.78322 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297499.0887483 Edm = 0.0406658 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297498.9354532 Edm = 0.106799 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297497.9117501 Edm = 0.696215 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297495.1721824 Edm = 1.31813 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297493.7958755 Edm = 2.19338 NCalls = 362 -VariableMetric: Iteration # 110 - FCN = 297493.1127529 Edm = 0.257194 NCalls = 364 -VariableMetric: Iteration # 111 - FCN = 297492.8447927 Edm = 0.0738273 NCalls = 366 -VariableMetric: Iteration # 112 - FCN = 297492.6747026 Edm = 0.0441768 NCalls = 368 -VariableMetric: Iteration # 113 - FCN = 297492.6160674 Edm = 0.026644 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297492.5682575 Edm = 0.0153387 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297492.5449977 Edm = 0.0103293 NCalls = 374 -VariableMetric: Iteration # 116 - FCN = 297492.5086291 Edm = 0.0398661 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297491.8480659 Edm = 0.4971 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297487.4037606 Edm = 2.81294 NCalls = 385 -VariableMetric: Iteration # 119 - FCN = 297473.9195601 Edm = 2.30296 NCalls = 387 -VariableMetric: Iteration # 120 - FCN = 297471.4046779 Edm = 0.352772 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297470.9798285 Edm = 0.0615225 NCalls = 390 -VariableMetric: Iteration # 122 - FCN = 297470.8417386 Edm = 0.0822332 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297470.5597364 Edm = 0.179955 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297470.5057814 Edm = 0.119372 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297470.3168741 Edm = 0.109602 NCalls = 403 -VariableMetric: Iteration # 126 - FCN = 297470.1238642 Edm = 0.0502437 NCalls = 405 -VariableMetric: Iteration # 127 - FCN = 297470.0666802 Edm = 0.0264383 NCalls = 407 -VariableMetric: Iteration # 128 - FCN = 297470.0369293 Edm = 0.00878749 NCalls = 410 -VariableMetric: Iteration # 129 - FCN = 297470.0217085 Edm = 0.00511596 NCalls = 412 -VariableMetric: Iteration # 130 - FCN = 297470.0141266 Edm = 0.0018351 NCalls = 414 -VariableMetric: Iteration # 131 - FCN = 297470.010529 Edm = 0.00126671 NCalls = 416 -VariableMetric: Iteration # 132 - FCN = 297470.0008057 Edm = 0.00838494 NCalls = 419 -VariableMetric: Iteration # 133 - FCN = 297469.915544 Edm = 0.0605406 NCalls = 423 -VariableMetric: Iteration # 134 - FCN = 297469.4522976 Edm = 0.292471 NCalls = 426 -VariableMetric: Iteration # 135 - FCN = 297465.6057649 Edm = 2.30746 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297464.0059248 Edm = 1.32753 NCalls = 432 -VariableMetric: Iteration # 137 - FCN = 297461.6987495 Edm = 1.21677 NCalls = 435 -VariableMetric: Iteration # 138 - FCN = 297460.9896253 Edm = 0.7659 NCalls = 437 -VariableMetric: Iteration # 139 - FCN = 297460.2049822 Edm = 0.537527 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297459.7119542 Edm = 0.203826 NCalls = 442 -VariableMetric: Iteration # 141 - FCN = 297459.3637905 Edm = 0.115421 NCalls = 444 -VariableMetric: Iteration # 142 - FCN = 297459.1230856 Edm = 0.101733 NCalls = 447 -VariableMetric: Iteration # 143 - FCN = 297458.9824026 Edm = 0.0795478 NCalls = 449 -VariableMetric: Iteration # 144 - FCN = 297458.9222939 Edm = 0.043387 NCalls = 451 -VariableMetric: Iteration # 145 - FCN = 297458.8893114 Edm = 0.0243721 NCalls = 454 -VariableMetric: Iteration # 146 - FCN = 297458.8706579 Edm = 0.0067314 NCalls = 456 -VariableMetric: Iteration # 147 - FCN = 297458.8592902 Edm = 0.00260487 NCalls = 458 -VariableMetric: Iteration # 148 - FCN = 297458.8557125 Edm = 0.00124618 NCalls = 460 -VariableMetric: Iteration # 149 - FCN = 297458.8535645 Edm = 0.000622891 NCalls = 462 -VariableMetric: Iteration # 150 - FCN = 297458.8523123 Edm = 0.000382638 NCalls = 464 -VariableMetric: Iteration # 151 - FCN = 297458.8509351 Edm = 0.00101365 NCalls = 466 -VariableMetric: Iteration # 152 - FCN = 297458.8239746 Edm = 0.0257585 NCalls = 471 -VariableMetric: Iteration # 153 - FCN = 297458.014906 Edm = 0.490991 NCalls = 476 -VariableMetric: Iteration # 154 - FCN = 297457.1064074 Edm = 0.60073 NCalls = 478 -VariableMetric: Iteration # 155 - FCN = 297456.5157847 Edm = 0.408884 NCalls = 481 -VariableMetric: Iteration # 156 - FCN = 297455.6519389 Edm = 0.487514 NCalls = 483 -VariableMetric: Iteration # 157 - FCN = 297454.9393291 Edm = 0.0203609 NCalls = 486 -VariableMetric: Iteration # 158 - FCN = 297454.9223046 Edm = 0.00125608 NCalls = 488 -VariableMetric: Iteration # 159 - FCN = 297454.9211801 Edm = 0.000450344 NCalls = 490 -VariableMetric: Iteration # 160 - FCN = 297454.9209101 Edm = 0.000273654 NCalls = 492 -VariableMetric: Iteration # 161 - FCN = 297454.9198079 Edm = 0.000464029 NCalls = 495 -VariableMetric: Iteration # 162 - FCN = 297454.9171106 Edm = 0.00120534 NCalls = 498 -VariableMetric: Iteration # 163 - FCN = 297454.9094007 Edm = 0.00395991 NCalls = 501 -VariableMetric: Iteration # 164 - FCN = 297454.8676546 Edm = 0.0374876 NCalls = 504 -VariableMetric: Iteration # 165 - FCN = 297453.4974604 Edm = 1.01659 NCalls = 509 -VariableMetric: Iteration # 166 - FCN = 297451.7245851 Edm = 0.41853 NCalls = 511 -VariableMetric: Iteration # 167 - FCN = 297451.4091334 Edm = 0.0492756 NCalls = 513 -VariableMetric: Iteration # 168 - FCN = 297451.3724907 Edm = 0.0148547 NCalls = 515 -VariableMetric: Iteration # 169 - FCN = 297451.3649689 Edm = 0.00295797 NCalls = 517 -VariableMetric: Iteration # 170 - FCN = 297451.3620282 Edm = 0.00055059 NCalls = 519 -VariableMetric: Iteration # 171 - FCN = 297451.3614 Edm = 0.000159063 NCalls = 521 -VariableMetric: Iteration # 172 - FCN = 297451.3609338 Edm = 0.000126925 NCalls = 523 -VariableMetric: Iteration # 173 - FCN = 297451.3602762 Edm = 0.000521572 NCalls = 526 -VariableMetric: Iteration # 174 - FCN = 297451.3086229 Edm = 0.0496809 NCalls = 531 -VariableMetric: Iteration # 175 - FCN = 297450.0996158 Edm = 0.19022 NCalls = 535 -VariableMetric: Iteration # 176 - FCN = 297449.9303567 Edm = 0.0081812 NCalls = 537 -VariableMetric: Iteration # 177 - FCN = 297449.9223935 Edm = 0.000370996 NCalls = 538 -VariableMetric: Iteration # 178 - FCN = 297449.9219493 Edm = 5.81362e-05 NCalls = 540 -VariableMetric: After Hessian - FCN = 297449.9219493 Edm = 48.3298 NCalls = 1019 -VariableMetric: Iteration # 179 - FCN = 297449.9219493 Edm = 48.3298 NCalls = 1019 -VariableMetric: Iteration # 180 - FCN = 297449.2293842 Edm = 8.15701 NCalls = 1022 -VariableMetric: Iteration # 181 - FCN = 297448.9066059 Edm = 0.145871 NCalls = 1024 -VariableMetric: Iteration # 182 - FCN = 297448.8152725 Edm = 0.00905336 NCalls = 1026 -VariableMetric: Iteration # 183 - FCN = 297448.8070978 Edm = 0.00483206 NCalls = 1027 -VariableMetric: Iteration # 184 - FCN = 297448.8001811 Edm = 0.00226812 NCalls = 1029 -VariableMetric: Iteration # 185 - FCN = 297448.7925432 Edm = 0.0016358 NCalls = 1031 -VariableMetric: Iteration # 186 - FCN = 297448.7897152 Edm = 0.000205629 NCalls = 1033 -VariableMetric: Iteration # 187 - FCN = 297448.7894576 Edm = 1.04719e-05 NCalls = 1035 -VariableMetric: After Hessian - FCN = 297448.7894576 Edm = 1.14448e-05 NCalls = 1524 -VariableMetric: Iteration # 188 - FCN = 297448.7894576 Edm = 1.14448e-05 NCalls = 1524 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321796.4088854 Edm = 121.132 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321796.4088854 Edm = 121.132 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303884.9361026 Edm = 5.39496 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303821.5801745 Edm = 470.492 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303722.649541 Edm = 1.78703 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 303656.8560309 Edm = 104.379 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 303570.5331273 Edm = 84.9148 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299978.7373885 Edm = 1561.28 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 299368.5474925 Edm = 100.433 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 299327.5975645 Edm = 2.60366 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 299322.2029804 Edm = 0.202912 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299320.9062249 Edm = 1.18537 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 299064.7733339 Edm = 138.742 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 299031.3464917 Edm = 21.5487 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 299022.577555 Edm = 11.4307 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 299014.773848 Edm = 0.572285 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298981.1163294 Edm = 12.702 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 298952.4210757 Edm = 0.330529 NCalls = 80 -VariableMetric: Iteration # 17 - FCN = 298951.9137535 Edm = 0.0792617 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 298951.5584936 Edm = 0.0887475 NCalls = 86 -VariableMetric: Iteration # 19 - FCN = 298951.1985656 Edm = 0.185874 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 298926.8980676 Edm = 26.8906 NCalls = 93 -VariableMetric: Iteration # 21 - FCN = 298866.916834 Edm = 12.543 NCalls = 100 -VariableMetric: Iteration # 22 - FCN = 298828.2197731 Edm = 43.5858 NCalls = 102 -VariableMetric: Iteration # 23 - FCN = 298828.2197731 Edm = 43.5858 NCalls = 113 -VariableMetric: After Hessian - FCN = 298828.2197731 Edm = 450129 NCalls = 586 -VariableMetric: Iteration # 24 - FCN = 298828.2197731 Edm = 450129 NCalls = 586 -VariableMetric: Iteration # 25 - FCN = 298584.4459763 Edm = 7.18377e+08 NCalls = 594 -VariableMetric: Iteration # 26 - FCN = 298584.4459763 Edm = 7.18377e+08 NCalls = 605 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304983.4763554 Edm = 17.6239 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304983.4763554 Edm = 17.6239 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299407.3883672 Edm = 2.63767 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298679.8049082 Edm = 1.20436 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298675.330046 Edm = 1.35939 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298597.984224 Edm = 12.6439 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298456.7998736 Edm = 70.2808 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298441.6364135 Edm = 84.8363 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298401.3032112 Edm = 77.7629 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298361.2401556 Edm = 59.0524 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298300.5630449 Edm = 68.5711 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298066.7694086 Edm = 154.14 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298047.8524519 Edm = 28.3465 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298036.9320604 Edm = 0.674514 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297885.984039 Edm = 21.5425 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297654.4995827 Edm = 64.9234 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297594.4503725 Edm = 3.83573 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297559.813642 Edm = 18.6654 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297547.9150701 Edm = 21.1272 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297525.4444398 Edm = 3.28278 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297524.0215858 Edm = 0.0869815 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297523.9117022 Edm = 0.0707698 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297514.5132824 Edm = 4.74055 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297494.2713748 Edm = 2.21787 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297492.4152144 Edm = 0.0719578 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297492.3483293 Edm = 0.0286858 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297492.1439125 Edm = 0.205045 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297485.8158896 Edm = 4.57401 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297454.6859471 Edm = 7.24717 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297442.7319101 Edm = 2.16224 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297438.9446321 Edm = 1.84837 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297436.7322724 Edm = 0.317267 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297436.1310501 Edm = 0.0573541 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297435.8958939 Edm = 0.105009 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297435.5302327 Edm = 0.187767 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297435.3446924 Edm = 0.0192047 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297435.3095043 Edm = 0.00983248 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297435.0699289 Edm = 0.134586 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297434.5806127 Edm = 0.240458 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297434.2109679 Edm = 0.56713 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297433.8211156 Edm = 0.577213 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297429.9221969 Edm = 2.58601 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297429.3492576 Edm = 3.05178 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297426.7829661 Edm = 2.38892 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297424.5988461 Edm = 1.31031 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297420.8027364 Edm = 6.84932 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297416.9581923 Edm = 0.439033 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297416.6928259 Edm = 0.0345811 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297416.6229298 Edm = 0.00973166 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297416.577613 Edm = 0.0370876 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297414.9083907 Edm = 1.48609 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297407.4904215 Edm = 10.4797 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297405.1245812 Edm = 1.60776 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297399.5905137 Edm = 0.537152 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297398.6524415 Edm = 0.544364 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297398.2068743 Edm = 0.0803899 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297398.0397566 Edm = 0.0220651 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297398.0016348 Edm = 0.00691576 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297397.943568 Edm = 0.0421733 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297397.5445668 Edm = 0.425064 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297396.7623683 Edm = 0.853665 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297391.9868251 Edm = 2.52474 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297391.8897664 Edm = 0.657042 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297390.3178627 Edm = 1.23952 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297388.1429645 Edm = 0.957678 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297387.8619709 Edm = 0.136875 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297387.6135862 Edm = 0.0526805 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297387.4536633 Edm = 0.0730659 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297386.5440441 Edm = 0.771816 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297384.5152663 Edm = 1.06798 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297382.803572 Edm = 1.34875 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297382.4262821 Edm = 0.632023 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297379.8330026 Edm = 0.879616 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297375.4188968 Edm = 7.59644 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297371.306812 Edm = 3.77786 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297368.3243199 Edm = 5.53775 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297366.34435 Edm = 0.62331 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297365.5955955 Edm = 0.4287 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297365.2866629 Edm = 0.0632489 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297365.215107 Edm = 0.00770095 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297365.2051788 Edm = 0.0012943 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297365.1916646 Edm = 0.00535014 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297365.1737428 Edm = 0.00654417 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297365.0911111 Edm = 0.0759157 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297364.2052968 Edm = 0.601768 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297360.1420321 Edm = 1.64817 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297359.149171 Edm = 0.918231 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297358.1775347 Edm = 0.157686 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297358.0395219 Edm = 0.0662052 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297357.958183 Edm = 0.0102603 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297357.94694 Edm = 0.00405053 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297357.9329763 Edm = 0.011241 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297357.8578848 Edm = 0.0486442 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297357.803089 Edm = 0.0233363 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297357.7811657 Edm = 0.0457054 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297357.7686687 Edm = 0.0141833 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297357.7494193 Edm = 0.00761551 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297357.7353545 Edm = 0.00286172 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297357.7325252 Edm = 0.00329118 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297357.7283335 Edm = 0.00102348 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297357.7247925 Edm = 0.00152994 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297357.7226295 Edm = 0.00277323 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297357.7154763 Edm = 0.00501098 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297357.6934065 Edm = 0.060962 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297357.648353 Edm = 0.0952316 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297357.6222246 Edm = 0.0637909 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297357.5971203 Edm = 0.0275351 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297357.4835733 Edm = 0.108139 NCalls = 357 -VariableMetric: Iteration # 107 - FCN = 297357.1788027 Edm = 0.295809 NCalls = 364 -VariableMetric: Iteration # 108 - FCN = 297357.1424896 Edm = 0.198756 NCalls = 368 -VariableMetric: Iteration # 109 - FCN = 297355.6090897 Edm = 1.79047 NCalls = 378 -VariableMetric: Iteration # 110 - FCN = 297355.6025784 Edm = 0.0169503 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297355.5425313 Edm = 0.0707231 NCalls = 382 -VariableMetric: Iteration # 112 - FCN = 297354.4434718 Edm = 1.30855 NCalls = 390 -VariableMetric: Iteration # 113 - FCN = 297352.1209202 Edm = 1.83535 NCalls = 401 -VariableMetric: Iteration # 114 - FCN = 297352.1151945 Edm = 0.0107254 NCalls = 403 -VariableMetric: Iteration # 115 - FCN = 297352.0972836 Edm = 0.00999004 NCalls = 405 -VariableMetric: Iteration # 116 - FCN = 297351.9654397 Edm = 0.0897517 NCalls = 408 -VariableMetric: Iteration # 117 - FCN = 297351.2656037 Edm = 0.144763 NCalls = 411 -VariableMetric: Iteration # 118 - FCN = 297350.9645047 Edm = 0.125259 NCalls = 414 -VariableMetric: Iteration # 119 - FCN = 297350.4099877 Edm = 0.38992 NCalls = 416 -VariableMetric: Iteration # 120 - FCN = 297349.9238859 Edm = 0.143843 NCalls = 418 -VariableMetric: Iteration # 121 - FCN = 297349.7344214 Edm = 0.0427902 NCalls = 420 -VariableMetric: Iteration # 122 - FCN = 297349.6687626 Edm = 0.0240331 NCalls = 422 -VariableMetric: Iteration # 123 - FCN = 297349.4995495 Edm = 0.116316 NCalls = 425 -VariableMetric: Iteration # 124 - FCN = 297348.6210592 Edm = 1.33678 NCalls = 428 -VariableMetric: Iteration # 125 - FCN = 297348.244628 Edm = 0.777511 NCalls = 431 -VariableMetric: Iteration # 126 - FCN = 297344.26447 Edm = 2.71609 NCalls = 436 -VariableMetric: Iteration # 127 - FCN = 297340.3688375 Edm = 1.62563 NCalls = 439 -VariableMetric: Iteration # 128 - FCN = 297339.1598471 Edm = 0.379124 NCalls = 441 -VariableMetric: Iteration # 129 - FCN = 297338.8428287 Edm = 0.0903815 NCalls = 443 -VariableMetric: Iteration # 130 - FCN = 297338.7376695 Edm = 0.0183975 NCalls = 445 -VariableMetric: Iteration # 131 - FCN = 297338.7175349 Edm = 0.00140837 NCalls = 447 -VariableMetric: Iteration # 132 - FCN = 297338.7155177 Edm = 0.000507525 NCalls = 449 -VariableMetric: Iteration # 133 - FCN = 297338.711046 Edm = 0.00388964 NCalls = 452 -VariableMetric: Iteration # 134 - FCN = 297338.1165984 Edm = 0.414786 NCalls = 458 -VariableMetric: Iteration # 135 - FCN = 297335.8610528 Edm = 0.0824599 NCalls = 461 -VariableMetric: Iteration # 136 - FCN = 297335.7752382 Edm = 0.00319411 NCalls = 462 -VariableMetric: Iteration # 137 - FCN = 297335.7722817 Edm = 0.000344498 NCalls = 463 -VariableMetric: Iteration # 138 - FCN = 297335.771479 Edm = 0.00059304 NCalls = 465 -VariableMetric: Iteration # 139 - FCN = 297335.766774 Edm = 0.00532601 NCalls = 469 -VariableMetric: Iteration # 140 - FCN = 297335.4798962 Edm = 0.0966049 NCalls = 476 -VariableMetric: Iteration # 141 - FCN = 297335.3894989 Edm = 0.00311236 NCalls = 477 -VariableMetric: Iteration # 142 - FCN = 297335.3871565 Edm = 0.000284169 NCalls = 479 -VariableMetric: Iteration # 143 - FCN = 297335.3860561 Edm = 0.000649397 NCalls = 481 -VariableMetric: Iteration # 144 - FCN = 297335.3665145 Edm = 0.0176435 NCalls = 485 -VariableMetric: Iteration # 145 - FCN = 297333.8038627 Edm = 0.95794 NCalls = 491 -VariableMetric: Iteration # 146 - FCN = 297331.8031077 Edm = 2.85286 NCalls = 494 -VariableMetric: Iteration # 147 - FCN = 297330.3820408 Edm = 0.454879 NCalls = 496 -VariableMetric: Iteration # 148 - FCN = 297329.9230891 Edm = 0.178471 NCalls = 497 -VariableMetric: Iteration # 149 - FCN = 297329.7093132 Edm = 0.105378 NCalls = 499 -VariableMetric: Iteration # 150 - FCN = 297329.3299214 Edm = 0.0688598 NCalls = 503 -VariableMetric: Iteration # 151 - FCN = 297329.257513 Edm = 0.00847088 NCalls = 505 -VariableMetric: Iteration # 152 - FCN = 297329.2483165 Edm = 0.00192529 NCalls = 507 -VariableMetric: Iteration # 153 - FCN = 297329.245446 Edm = 0.000646441 NCalls = 509 -VariableMetric: Iteration # 154 - FCN = 297329.2441949 Edm = 0.000415525 NCalls = 511 -VariableMetric: Iteration # 155 - FCN = 297329.2389161 Edm = 0.00471812 NCalls = 514 -VariableMetric: Iteration # 156 - FCN = 297328.8883802 Edm = 0.376226 NCalls = 519 -VariableMetric: Iteration # 157 - FCN = 297328.7439716 Edm = 0.136227 NCalls = 523 -VariableMetric: Iteration # 158 - FCN = 297328.390113 Edm = 0.311067 NCalls = 528 -VariableMetric: Iteration # 159 - FCN = 297323.6480637 Edm = 2.57431 NCalls = 533 -VariableMetric: Iteration # 160 - FCN = 297322.2360821 Edm = 0.380976 NCalls = 535 -VariableMetric: Iteration # 161 - FCN = 297321.8931838 Edm = 0.0647002 NCalls = 537 -VariableMetric: Iteration # 162 - FCN = 297321.8517313 Edm = 0.0258742 NCalls = 539 -VariableMetric: Iteration # 163 - FCN = 297321.8247616 Edm = 0.00260439 NCalls = 541 -VariableMetric: Iteration # 164 - FCN = 297321.8220762 Edm = 0.000124413 NCalls = 542 -VariableMetric: Iteration # 165 - FCN = 297321.821903 Edm = 0.000107221 NCalls = 544 -VariableMetric: Iteration # 166 - FCN = 297321.8211664 Edm = 0.000765856 NCalls = 547 -VariableMetric: Iteration # 167 - FCN = 297321.807237 Edm = 0.0165702 NCalls = 553 -VariableMetric: Iteration # 168 - FCN = 297321.8046899 Edm = 0.00240275 NCalls = 557 -VariableMetric: Iteration # 169 - FCN = 297321.8025006 Edm = 0.00208646 NCalls = 561 -VariableMetric: Iteration # 170 - FCN = 297320.6276327 Edm = 0.257803 NCalls = 568 -VariableMetric: Iteration # 171 - FCN = 297320.2895316 Edm = 0.0194894 NCalls = 571 -VariableMetric: Iteration # 172 - FCN = 297320.2696881 Edm = 0.000466467 NCalls = 572 -VariableMetric: Iteration # 173 - FCN = 297320.2691543 Edm = 5.75559e-05 NCalls = 574 -VariableMetric: After Hessian - FCN = 297320.2691543 Edm = 1170.37 NCalls = 1047 -VariableMetric: Iteration # 174 - FCN = 297320.2691543 Edm = 1170.37 NCalls = 1047 -VariableMetric: Iteration # 175 - FCN = 297312.8584839 Edm = 10223.1 NCalls = 1057 -VariableMetric: Iteration # 176 - FCN = 297309.6838846 Edm = 6.91614 NCalls = 1059 -VariableMetric: Iteration # 177 - FCN = 297308.1838902 Edm = 1.18514 NCalls = 1061 -VariableMetric: Iteration # 178 - FCN = 297305.1974848 Edm = 0.860946 NCalls = 1063 -VariableMetric: Iteration # 179 - FCN = 297304.5104554 Edm = 0.230847 NCalls = 1065 -VariableMetric: Iteration # 180 - FCN = 297303.9867089 Edm = 0.0653056 NCalls = 1067 -VariableMetric: Iteration # 181 - FCN = 297303.8246921 Edm = 0.0303223 NCalls = 1069 -VariableMetric: Iteration # 182 - FCN = 297303.7610033 Edm = 0.0159823 NCalls = 1071 -VariableMetric: Iteration # 183 - FCN = 297303.6836964 Edm = 0.0202687 NCalls = 1073 -VariableMetric: Iteration # 184 - FCN = 297303.636392 Edm = 0.013105 NCalls = 1075 -VariableMetric: Iteration # 185 - FCN = 297303.5944563 Edm = 0.00431103 NCalls = 1077 -VariableMetric: Iteration # 186 - FCN = 297303.5767356 Edm = 0.0053781 NCalls = 1079 -VariableMetric: Iteration # 187 - FCN = 297303.5670509 Edm = 0.001066 NCalls = 1081 -VariableMetric: Iteration # 188 - FCN = 297303.5612287 Edm = 0.000911546 NCalls = 1084 -VariableMetric: Iteration # 189 - FCN = 297303.5597703 Edm = 0.000268051 NCalls = 1086 -VariableMetric: Iteration # 190 - FCN = 297303.5586025 Edm = 0.000161444 NCalls = 1088 -VariableMetric: Iteration # 191 - FCN = 297303.5581846 Edm = 0.000192069 NCalls = 1090 -VariableMetric: Iteration # 192 - FCN = 297303.5573214 Edm = 4.41511e-05 NCalls = 1092 -VariableMetric: After Hessian - FCN = 297303.5573214 Edm = 0.00258948 NCalls = 1567 -VariableMetric: Iteration # 193 - FCN = 297303.5573214 Edm = 0.00258948 NCalls = 1567 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314249.207095 Edm = 54.9399 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314249.207095 Edm = 54.9399 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302558.3098487 Edm = 14.9712 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301461.8739523 Edm = 10359.9 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 297761.2070315 Edm = 7.80162e+06 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 297565.9986007 Edm = 1.27736e+06 NCalls = 37 -VariableMetric: Iteration # 5 - FCN = 297527.8579089 Edm = 1.71839e+06 NCalls = 46 -VariableMetric: Iteration # 6 - FCN = 297346.4395519 Edm = 102181 NCalls = 54 -VariableMetric: Iteration # 7 - FCN = 297330.4113695 Edm = 15252.7 NCalls = 61 -VariableMetric: Iteration # 8 - FCN = 297298.5672263 Edm = 17255.6 NCalls = 65 -VariableMetric: Iteration # 9 - FCN = 297264.6723953 Edm = 7745.78 NCalls = 69 -VariableMetric: Iteration # 10 - FCN = 297237.2860922 Edm = 11184.3 NCalls = 72 -VariableMetric: Iteration # 11 - FCN = 297226.005901 Edm = 1640.78 NCalls = 77 -VariableMetric: Iteration # 12 - FCN = 297216.3932823 Edm = 2277.79 NCalls = 81 -VariableMetric: Iteration # 13 - FCN = 297209.1870555 Edm = 689.042 NCalls = 84 -VariableMetric: Iteration # 14 - FCN = 297200.0960993 Edm = 624.677 NCalls = 87 -VariableMetric: Iteration # 15 - FCN = 297193.2321467 Edm = 800.257 NCalls = 90 -VariableMetric: Iteration # 16 - FCN = 297187.7613853 Edm = 1300 NCalls = 93 -VariableMetric: Iteration # 17 - FCN = 297170.8344877 Edm = 369.397 NCalls = 95 -VariableMetric: Iteration # 18 - FCN = 297163.8143575 Edm = 696.799 NCalls = 97 -VariableMetric: Iteration # 19 - FCN = 297145.9567747 Edm = 50.042 NCalls = 99 -VariableMetric: Iteration # 20 - FCN = 297141.8888249 Edm = 56.7222 NCalls = 101 -VariableMetric: Iteration # 21 - FCN = 297132.4357784 Edm = 95.7137 NCalls = 103 -VariableMetric: Iteration # 22 - FCN = 297125.3905434 Edm = 33.4029 NCalls = 105 -VariableMetric: Iteration # 23 - FCN = 297122.9361056 Edm = 9.29857 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 297119.3092188 Edm = 4.25502 NCalls = 109 -VariableMetric: Iteration # 25 - FCN = 297117.034769 Edm = 2.90338 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297115.2582424 Edm = 7.57556 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297111.8452634 Edm = 9.4036 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297110.1059666 Edm = 6.85841 NCalls = 118 -VariableMetric: Iteration # 29 - FCN = 297108.1497652 Edm = 8.21255 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297105.0052524 Edm = 2.5341 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297103.6494595 Edm = 1.65178 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297102.1579938 Edm = 2.22845 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297097.853659 Edm = 4.56576 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297094.3325925 Edm = 3.64809 NCalls = 139 -VariableMetric: Iteration # 35 - FCN = 297090.1520785 Edm = 2.53587 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297087.5137287 Edm = 3.36473 NCalls = 144 -VariableMetric: Iteration # 37 - FCN = 297086.4895639 Edm = 1.3688 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297085.6904061 Edm = 0.527194 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297085.2523171 Edm = 0.401245 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297084.7601027 Edm = 0.414345 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297083.7314557 Edm = 1.05894 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297082.4383082 Edm = 0.802352 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297081.5687256 Edm = 0.471063 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297081.1549582 Edm = 0.665015 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297080.8459599 Edm = 0.330754 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297080.4098669 Edm = 0.642594 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297080.0650993 Edm = 0.413639 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297079.7549174 Edm = 0.299 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297079.4395786 Edm = 0.158896 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297079.2776204 Edm = 0.0810273 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297079.1431176 Edm = 0.0482241 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297079.0102655 Edm = 0.0754876 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297078.8754529 Edm = 0.100127 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297078.7768584 Edm = 0.0594993 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297078.6707097 Edm = 0.033632 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297078.5989777 Edm = 0.0293582 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297078.5093859 Edm = 0.0375053 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297078.373633 Edm = 0.0978254 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297078.2796124 Edm = 0.322168 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297078.0531883 Edm = 0.234659 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297077.8645935 Edm = 0.079808 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297077.7600835 Edm = 0.0379749 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297077.7092515 Edm = 0.0634142 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297077.6440603 Edm = 0.227602 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297077.5769268 Edm = 0.0582791 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297077.5008462 Edm = 0.0645611 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297077.4463003 Edm = 0.0400248 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297077.3422351 Edm = 0.106801 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297077.2574041 Edm = 0.0634117 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297077.1472625 Edm = 0.0450061 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297077.0621079 Edm = 0.043781 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297076.9801349 Edm = 0.105858 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297076.8727568 Edm = 0.184404 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297076.7940538 Edm = 0.14782 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297076.5275573 Edm = 0.31321 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297076.1549385 Edm = 0.186089 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297075.8807964 Edm = 0.1082 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297075.79286 Edm = 0.204456 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297075.5165743 Edm = 0.162551 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297075.4290142 Edm = 0.258296 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297075.1485796 Edm = 0.165289 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297074.9912611 Edm = 0.128388 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297074.8053675 Edm = 0.271338 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297074.6364333 Edm = 0.241197 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297074.1312244 Edm = 0.391191 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297072.9227537 Edm = 0.40234 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297072.6647397 Edm = 1.75554 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297072.4703509 Edm = 0.227449 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297072.3072088 Edm = 0.126424 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297072.2108 Edm = 0.117507 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297072.135665 Edm = 0.159211 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297071.9545773 Edm = 0.103739 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297071.8253618 Edm = 0.130377 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297071.648526 Edm = 0.182688 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297071.463984 Edm = 0.195751 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297071.2566901 Edm = 0.333869 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297070.9960389 Edm = 0.176569 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297070.7589284 Edm = 0.195149 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297070.5358514 Edm = 0.0864813 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297070.4348516 Edm = 0.0755635 NCalls = 319 -VariableMetric: Iteration # 101 - FCN = 297070.325533 Edm = 0.063511 NCalls = 321 -VariableMetric: Iteration # 102 - FCN = 297070.2353394 Edm = 0.0764016 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297070.1996822 Edm = 0.039392 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297070.1504235 Edm = 0.0105541 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297070.1270922 Edm = 0.00812487 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297070.1171487 Edm = 0.00526354 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297070.1117923 Edm = 0.0025219 NCalls = 335 -VariableMetric: Iteration # 108 - FCN = 297070.108458 Edm = 0.00165664 NCalls = 337 -VariableMetric: Iteration # 109 - FCN = 297070.0985617 Edm = 0.00650491 NCalls = 340 -VariableMetric: Iteration # 110 - FCN = 297070.0616511 Edm = 0.0108795 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297070.0369907 Edm = 0.0308007 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297070.0045371 Edm = 0.0248698 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297069.9753899 Edm = 0.0180767 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297069.9627784 Edm = 0.00345893 NCalls = 354 -VariableMetric: Iteration # 115 - FCN = 297069.9581605 Edm = 0.000929086 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297069.9570696 Edm = 0.000427666 NCalls = 358 -VariableMetric: Iteration # 117 - FCN = 297069.9563359 Edm = 0.000371133 NCalls = 360 -VariableMetric: Iteration # 118 - FCN = 297069.9556265 Edm = 0.000233586 NCalls = 362 -VariableMetric: Iteration # 119 - FCN = 297069.9552428 Edm = 0.000155119 NCalls = 364 -VariableMetric: Iteration # 120 - FCN = 297069.9548985 Edm = 8.99652e-05 NCalls = 366 -VariableMetric: Iteration # 121 - FCN = 297069.9546821 Edm = 3.59315e-05 NCalls = 368 -VariableMetric: After Hessian - FCN = 297069.9546821 Edm = 0.0136333 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297069.9546821 Edm = 0.0136333 NCalls = 859 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301453.480078 Edm = 25.5981 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301453.480078 Edm = 25.5981 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299158.0990768 Edm = 2.87232 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299150.6482159 Edm = 2.04738 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298976.4792964 Edm = 164.983 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298065.3137911 Edm = 11.3608 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298044.6984417 Edm = 6.04361 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298033.4635728 Edm = 0.763154 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298025.4664246 Edm = 6.5908 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297865.3177334 Edm = 104.161 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297631.1944882 Edm = 3.01747 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297628.8144347 Edm = 0.119414 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297628.7174712 Edm = 0.0410598 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297627.8235793 Edm = 1.04602 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297572.5882224 Edm = 4.56804 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297483.0207985 Edm = 2.21975 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297481.5568859 Edm = 0.0654428 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297481.4139065 Edm = 0.0687303 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297480.6829604 Edm = 0.532389 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297407.3604234 Edm = 17.3723 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297391.542271 Edm = 7.22567 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297383.2077854 Edm = 0.75717 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297382.8428292 Edm = 0.101157 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297382.7354974 Edm = 0.0183779 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297381.4734542 Edm = 1.32301 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297380.2686734 Edm = 1.14946 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297332.1539945 Edm = 0.182226 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297331.8423805 Edm = 0.0150161 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297331.8248241 Edm = 0.00328063 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297331.8116372 Edm = 0.0100459 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297331.5054912 Edm = 0.308125 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297329.4455528 Edm = 1.52969 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297318.1722673 Edm = 0.71403 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297317.5662829 Edm = 0.0770607 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297317.4588279 Edm = 0.0137686 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297317.437176 Edm = 0.00485595 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297317.288043 Edm = 0.161973 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297309.5742453 Edm = 0.642399 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297294.723547 Edm = 3.0844 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297292.3574581 Edm = 0.76381 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297291.2689428 Edm = 0.12196 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297291.1249398 Edm = 0.0151352 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297291.102891 Edm = 0.00392035 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297291.0843459 Edm = 0.0152699 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297290.2652991 Edm = 0.399173 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297286.2580867 Edm = 1.07219 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297284.0801957 Edm = 0.104466 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297283.945089 Edm = 0.0243775 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297283.9232346 Edm = 0.00282473 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297283.9186507 Edm = 0.00121348 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297283.9041964 Edm = 0.0125274 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297282.4609452 Edm = 1.22111 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297278.4632332 Edm = 1.24145 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297276.7717871 Edm = 0.281809 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297276.5504216 Edm = 0.121469 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297276.3929991 Edm = 0.0203264 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297276.3748459 Edm = 0.00123675 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297276.372381 Edm = 0.00132731 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297276.2354427 Edm = 0.119615 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297268.9257993 Edm = 3.76863 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297266.2887164 Edm = 4.06256 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297261.8323923 Edm = 0.944888 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297260.1007105 Edm = 1.25098 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297259.5722183 Edm = 0.179688 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297259.3954618 Edm = 0.0232023 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297259.3653921 Edm = 0.00308462 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297259.3609988 Edm = 0.00113542 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297259.3561806 Edm = 0.0024842 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297259.3309529 Edm = 0.0124668 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297259.2736726 Edm = 0.0394464 NCalls = 206 -VariableMetric: Iteration # 69 - FCN = 297258.767882 Edm = 0.669651 NCalls = 210 -VariableMetric: Iteration # 70 - FCN = 297255.1163184 Edm = 2.8131 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297247.8272759 Edm = 11.6267 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297242.9545176 Edm = 5.1329 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297236.3953049 Edm = 7.10166 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297233.0495873 Edm = 4.77795 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297229.0270857 Edm = 0.245561 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297228.6170317 Edm = 0.174109 NCalls = 236 -VariableMetric: Iteration # 77 - FCN = 297228.4907682 Edm = 0.0885165 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297228.3884795 Edm = 0.0340002 NCalls = 240 -VariableMetric: Iteration # 79 - FCN = 297228.3575085 Edm = 0.00826307 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297228.3511641 Edm = 0.00290687 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297228.3462385 Edm = 0.002119 NCalls = 246 -VariableMetric: Iteration # 82 - FCN = 297228.3359788 Edm = 0.00846569 NCalls = 248 -VariableMetric: Iteration # 83 - FCN = 297228.2522952 Edm = 0.0661115 NCalls = 253 -VariableMetric: Iteration # 84 - FCN = 297227.6224406 Edm = 0.546205 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297226.2167569 Edm = 1.05276 NCalls = 258 -VariableMetric: Iteration # 86 - FCN = 297223.2608399 Edm = 2.36451 NCalls = 262 -VariableMetric: Iteration # 87 - FCN = 297220.3100478 Edm = 2.58083 NCalls = 264 -VariableMetric: Iteration # 88 - FCN = 297218.2958273 Edm = 0.363616 NCalls = 267 -VariableMetric: Iteration # 89 - FCN = 297217.980894 Edm = 0.042239 NCalls = 269 -VariableMetric: Iteration # 90 - FCN = 297217.9350267 Edm = 0.0100207 NCalls = 271 -VariableMetric: Iteration # 91 - FCN = 297217.926343 Edm = 0.000798133 NCalls = 273 -VariableMetric: Iteration # 92 - FCN = 297217.9255809 Edm = 0.000271119 NCalls = 275 -VariableMetric: Iteration # 93 - FCN = 297217.9247435 Edm = 0.000819688 NCalls = 277 -VariableMetric: Iteration # 94 - FCN = 297217.8467341 Edm = 0.0649487 NCalls = 284 -VariableMetric: Iteration # 95 - FCN = 297216.9277756 Edm = 0.934492 NCalls = 287 -VariableMetric: Iteration # 96 - FCN = 297213.6158334 Edm = 0.584997 NCalls = 292 -VariableMetric: Iteration # 97 - FCN = 297212.8367504 Edm = 0.0559027 NCalls = 294 -VariableMetric: Iteration # 98 - FCN = 297212.7888433 Edm = 0.0066013 NCalls = 296 -VariableMetric: Iteration # 99 - FCN = 297212.781455 Edm = 0.000583847 NCalls = 298 -VariableMetric: Iteration # 100 - FCN = 297212.7805515 Edm = 0.000296424 NCalls = 300 -VariableMetric: Iteration # 101 - FCN = 297212.7778814 Edm = 0.00239842 NCalls = 303 -VariableMetric: Iteration # 102 - FCN = 297212.6818948 Edm = 0.07439 NCalls = 309 -VariableMetric: Iteration # 103 - FCN = 297211.3263328 Edm = 0.892475 NCalls = 313 -VariableMetric: Iteration # 104 - FCN = 297209.1115713 Edm = 0.447605 NCalls = 316 -VariableMetric: Iteration # 105 - FCN = 297208.6911675 Edm = 0.0463315 NCalls = 318 -VariableMetric: Iteration # 106 - FCN = 297208.6294158 Edm = 0.00521953 NCalls = 320 -VariableMetric: Iteration # 107 - FCN = 297208.6236724 Edm = 0.000545523 NCalls = 322 -VariableMetric: Iteration # 108 - FCN = 297208.6231068 Edm = 8.28165e-05 NCalls = 324 -VariableMetric: Iteration # 109 - FCN = 297208.6229828 Edm = 8.96291e-05 NCalls = 326 -VariableMetric: Iteration # 110 - FCN = 297208.6221898 Edm = 0.000823243 NCalls = 330 -VariableMetric: Iteration # 111 - FCN = 297208.5613679 Edm = 0.0117319 NCalls = 337 -VariableMetric: Iteration # 112 - FCN = 297208.2939722 Edm = 0.191089 NCalls = 340 -VariableMetric: Iteration # 113 - FCN = 297207.2208153 Edm = 0.132209 NCalls = 344 -VariableMetric: Iteration # 114 - FCN = 297207.0713877 Edm = 0.00565244 NCalls = 345 -VariableMetric: Iteration # 115 - FCN = 297207.0651526 Edm = 0.000128988 NCalls = 346 -VariableMetric: Iteration # 116 - FCN = 297207.0650237 Edm = 1.02232e-05 NCalls = 348 -VariableMetric: After Hessian - FCN = 297207.0650237 Edm = 238.48 NCalls = 823 -VariableMetric: Iteration # 117 - FCN = 297207.0650237 Edm = 238.48 NCalls = 823 -VariableMetric: Iteration # 118 - FCN = 297206.7890299 Edm = 125.193 NCalls = 830 -VariableMetric: Iteration # 119 - FCN = 297206.3180886 Edm = 0.538362 NCalls = 833 -VariableMetric: Iteration # 120 - FCN = 297204.8805043 Edm = 1.11307 NCalls = 838 -VariableMetric: Iteration # 121 - FCN = 297204.6280532 Edm = 1.195 NCalls = 841 -VariableMetric: Iteration # 122 - FCN = 297204.2575537 Edm = 0.728277 NCalls = 844 -VariableMetric: Iteration # 123 - FCN = 297203.3664272 Edm = 1.12969 NCalls = 848 -VariableMetric: Iteration # 124 - FCN = 297202.4840212 Edm = 0.243447 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297202.1850088 Edm = 0.11297 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297202.058767 Edm = 0.0277345 NCalls = 855 -VariableMetric: Iteration # 127 - FCN = 297202.005689 Edm = 0.0158749 NCalls = 857 -VariableMetric: Iteration # 128 - FCN = 297201.8932671 Edm = 0.0342713 NCalls = 860 -VariableMetric: Iteration # 129 - FCN = 297201.8029345 Edm = 0.0184371 NCalls = 862 -VariableMetric: Iteration # 130 - FCN = 297201.7395495 Edm = 0.0243684 NCalls = 864 -VariableMetric: Iteration # 131 - FCN = 297201.686369 Edm = 0.0345133 NCalls = 866 -VariableMetric: Iteration # 132 - FCN = 297201.5032486 Edm = 0.0636659 NCalls = 869 -VariableMetric: Iteration # 133 - FCN = 297201.3320316 Edm = 0.044816 NCalls = 871 -VariableMetric: Iteration # 134 - FCN = 297201.1951287 Edm = 0.0353576 NCalls = 873 -VariableMetric: Iteration # 135 - FCN = 297201.0085383 Edm = 0.0391768 NCalls = 876 -VariableMetric: Iteration # 136 - FCN = 297200.9186612 Edm = 0.0283182 NCalls = 878 -VariableMetric: Iteration # 137 - FCN = 297200.8027829 Edm = 0.0175956 NCalls = 880 -VariableMetric: Iteration # 138 - FCN = 297200.7308432 Edm = 0.0210452 NCalls = 882 -VariableMetric: Iteration # 139 - FCN = 297200.6799424 Edm = 0.00888828 NCalls = 884 -VariableMetric: Iteration # 140 - FCN = 297200.6418689 Edm = 0.0156225 NCalls = 886 -VariableMetric: Iteration # 141 - FCN = 297200.6173633 Edm = 0.00655168 NCalls = 888 -VariableMetric: Iteration # 142 - FCN = 297200.6007223 Edm = 0.00322158 NCalls = 890 -VariableMetric: Iteration # 143 - FCN = 297200.5976723 Edm = 0.00038448 NCalls = 891 -VariableMetric: Iteration # 144 - FCN = 297200.5971741 Edm = 0.000100453 NCalls = 893 -VariableMetric: Iteration # 145 - FCN = 297200.5969475 Edm = 1.93952e-05 NCalls = 895 -VariableMetric: After Hessian - FCN = 297200.5969475 Edm = 0.000112894 NCalls = 1372 -VariableMetric: Iteration # 146 - FCN = 297200.5969475 Edm = 0.000112894 NCalls = 1372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300672.7727119 Edm = 411.437 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300672.7727119 Edm = 411.437 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299669.5643407 Edm = 0.756688 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299663.0659045 Edm = 1.59704 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299392.6433176 Edm = 165.438 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298981.8453349 Edm = 6.51072 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298971.3144911 Edm = 8.59906 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298965.8324638 Edm = 0.576213 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298964.2912343 Edm = 1.19129 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 298896.4171956 Edm = 30.2344 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298840.0475671 Edm = 22.933 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298825.0282209 Edm = 0.834322 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298823.6674953 Edm = 0.274158 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 298811.216351 Edm = 12.4423 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 298757.7838949 Edm = 56.2382 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298744.6653459 Edm = 13.2774 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 298721.2067368 Edm = 21.3582 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 298111.0203906 Edm = 117.3 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297803.1105856 Edm = 96.5622 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297785.140173 Edm = 30.1044 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297736.3841315 Edm = 16.6007 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297717.6305587 Edm = 7.60533 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297706.5795872 Edm = 4.50171 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297697.0460052 Edm = 3.49404 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297687.548932 Edm = 6.06848 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297656.8956775 Edm = 13.5133 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297604.3827675 Edm = 10.6763 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297550.4187242 Edm = 31.4492 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297530.8750296 Edm = 14.9449 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297514.241157 Edm = 7.4633 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297511.300868 Edm = 0.184045 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297510.8569347 Edm = 0.11888 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297510.3278593 Edm = 0.0956325 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297509.8884973 Edm = 0.141114 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297508.0174624 Edm = 1.05495 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297501.0782511 Edm = 2.55686 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297488.6385981 Edm = 7.51438 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297443.2826064 Edm = 5.86912 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297435.6348669 Edm = 2.17734 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297429.1335372 Edm = 3.00891 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297424.1962547 Edm = 1.0391 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297421.7361943 Edm = 1.28336 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297420.0271322 Edm = 0.693244 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297418.0890576 Edm = 0.586666 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297417.417217 Edm = 0.40968 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297417.024349 Edm = 0.0857447 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297416.8155251 Edm = 0.0429164 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297416.5009455 Edm = 0.213826 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297415.7953757 Edm = 0.723943 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297414.6497667 Edm = 0.755466 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297413.1192297 Edm = 2.42279 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297407.4927256 Edm = 3.80986 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297404.5126352 Edm = 10.4036 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297392.7185419 Edm = 5.84673 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297383.0854763 Edm = 6.66253 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297378.1214461 Edm = 3.46348 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297373.1642263 Edm = 0.771537 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297372.3029204 Edm = 0.0658878 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297372.21686 Edm = 0.0256022 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297372.1574495 Edm = 0.0444365 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297371.9475355 Edm = 0.176397 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297371.4903631 Edm = 0.253057 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297369.4311102 Edm = 1.54118 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297367.0654236 Edm = 4.33225 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297365.0675575 Edm = 0.350425 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297364.728279 Edm = 0.108028 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297363.9188024 Edm = 0.300077 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297363.6166756 Edm = 0.45002 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297363.353075 Edm = 0.0448311 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297363.2561169 Edm = 0.035715 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297363.2197877 Edm = 0.021636 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297363.1746286 Edm = 0.0280435 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297362.7625389 Edm = 0.247931 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297360.8229601 Edm = 3.63783 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297359.2538541 Edm = 2.04622 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297355.6483978 Edm = 5.4057 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297354.5110051 Edm = 1.11817 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297335.933442 Edm = 1.86047 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297333.63024 Edm = 7.95124 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297328.5408114 Edm = 1.19113 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297326.6028157 Edm = 1.95359 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297325.4725818 Edm = 0.549545 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297324.5042149 Edm = 0.900575 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297320.1285868 Edm = 2.78852 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297312.2387241 Edm = 1.80383 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297305.4089021 Edm = 6.5278 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297304.2654712 Edm = 6.50012 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297301.3853028 Edm = 2.29533 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297299.4904323 Edm = 3.53074 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297295.9669931 Edm = 1.62662 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297288.9646093 Edm = 19.4927 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297287.424515 Edm = 1.5237 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297280.5925084 Edm = 3.02426 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297275.9566397 Edm = 8.22678 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297272.616531 Edm = 2.21914 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297271.2175402 Edm = 2.27548 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297270.1657371 Edm = 0.712087 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297269.7989607 Edm = 0.043076 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297269.7606057 Edm = 0.00945979 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297269.7310032 Edm = 0.0158212 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297269.5975349 Edm = 0.0855233 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297266.9010267 Edm = 2.08056 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297254.6590647 Edm = 4.23348 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297251.5985453 Edm = 0.527566 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297251.0106064 Edm = 0.224634 NCalls = 328 -VariableMetric: Iteration # 104 - FCN = 297249.7191255 Edm = 0.646203 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297249.5759636 Edm = 0.53281 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297248.9134322 Edm = 0.0313609 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297248.8633837 Edm = 0.00264906 NCalls = 342 -VariableMetric: Iteration # 108 - FCN = 297248.8591791 Edm = 0.000744331 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297248.8526342 Edm = 0.00474787 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297248.7759419 Edm = 0.0401113 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297247.2864981 Edm = 1.62419 NCalls = 354 -VariableMetric: Iteration # 112 - FCN = 297246.88821 Edm = 0.350021 NCalls = 357 -VariableMetric: Iteration # 113 - FCN = 297243.5398632 Edm = 2.14741 NCalls = 363 -VariableMetric: Iteration # 114 - FCN = 297236.4016049 Edm = 0.657977 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297235.6640698 Edm = 0.0969295 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297235.4813576 Edm = 0.0590314 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297235.4269141 Edm = 0.0436685 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297235.3941973 Edm = 0.00857303 NCalls = 373 -VariableMetric: Iteration # 119 - FCN = 297235.3854728 Edm = 0.000978906 NCalls = 375 -VariableMetric: Iteration # 120 - FCN = 297235.3808529 Edm = 0.00338637 NCalls = 377 -VariableMetric: Iteration # 121 - FCN = 297235.2363897 Edm = 0.0988917 NCalls = 381 -VariableMetric: Iteration # 122 - FCN = 297234.0662587 Edm = 1.16329 NCalls = 385 -VariableMetric: Iteration # 123 - FCN = 297227.492049 Edm = 1.99875 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297225.5028116 Edm = 1.33316 NCalls = 392 -VariableMetric: Iteration # 125 - FCN = 297224.09088 Edm = 0.238176 NCalls = 395 -VariableMetric: Iteration # 126 - FCN = 297223.849134 Edm = 0.0288307 NCalls = 396 -VariableMetric: Iteration # 127 - FCN = 297223.8285444 Edm = 0.00359822 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297223.8247039 Edm = 0.00140959 NCalls = 400 -VariableMetric: Iteration # 129 - FCN = 297223.8212078 Edm = 0.000811175 NCalls = 402 -VariableMetric: Iteration # 130 - FCN = 297223.8200435 Edm = 0.000171272 NCalls = 404 -VariableMetric: Iteration # 131 - FCN = 297223.8190115 Edm = 0.000797756 NCalls = 407 -VariableMetric: Iteration # 132 - FCN = 297223.7832237 Edm = 0.0312547 NCalls = 411 -VariableMetric: Iteration # 133 - FCN = 297223.3250556 Edm = 0.305578 NCalls = 414 -VariableMetric: Iteration # 134 - FCN = 297221.8145446 Edm = 0.823838 NCalls = 416 -VariableMetric: Iteration # 135 - FCN = 297219.7213598 Edm = 0.278631 NCalls = 418 -VariableMetric: Iteration # 136 - FCN = 297219.3016864 Edm = 0.0681169 NCalls = 420 -VariableMetric: Iteration # 137 - FCN = 297219.2284189 Edm = 0.00960415 NCalls = 422 -VariableMetric: Iteration # 138 - FCN = 297219.2181766 Edm = 0.00125798 NCalls = 424 -VariableMetric: Iteration # 139 - FCN = 297219.216756 Edm = 0.000435357 NCalls = 426 -VariableMetric: Iteration # 140 - FCN = 297219.2161548 Edm = 0.000295565 NCalls = 428 -VariableMetric: Iteration # 141 - FCN = 297219.2139277 Edm = 0.00143121 NCalls = 431 -VariableMetric: Iteration # 142 - FCN = 297219.1443646 Edm = 0.0648623 NCalls = 436 -VariableMetric: Iteration # 143 - FCN = 297216.6268845 Edm = 1.54769 NCalls = 440 -VariableMetric: Iteration # 144 - FCN = 297212.7266632 Edm = 0.854 NCalls = 442 -VariableMetric: Iteration # 145 - FCN = 297211.7536522 Edm = 0.195714 NCalls = 443 -VariableMetric: Iteration # 146 - FCN = 297211.5896284 Edm = 0.0600576 NCalls = 444 -VariableMetric: Iteration # 147 - FCN = 297211.5564909 Edm = 0.00945212 NCalls = 446 -VariableMetric: Iteration # 148 - FCN = 297211.5451873 Edm = 0.00156918 NCalls = 448 -VariableMetric: Iteration # 149 - FCN = 297211.5430471 Edm = 0.000481132 NCalls = 450 -VariableMetric: Iteration # 150 - FCN = 297211.542365 Edm = 0.000190602 NCalls = 452 -VariableMetric: Iteration # 151 - FCN = 297211.5415656 Edm = 0.000642249 NCalls = 454 -VariableMetric: Iteration # 152 - FCN = 297211.5331307 Edm = 0.00623148 NCalls = 459 -VariableMetric: Iteration # 153 - FCN = 297211.3842824 Edm = 0.12976 NCalls = 463 -VariableMetric: Iteration # 154 - FCN = 297210.155681 Edm = 0.993294 NCalls = 467 -VariableMetric: Iteration # 155 - FCN = 297208.671706 Edm = 0.956653 NCalls = 470 -VariableMetric: Iteration # 156 - FCN = 297207.7528641 Edm = 0.304717 NCalls = 473 -VariableMetric: Iteration # 157 - FCN = 297207.522108 Edm = 0.0506565 NCalls = 475 -VariableMetric: Iteration # 158 - FCN = 297207.4806054 Edm = 0.00570588 NCalls = 476 -VariableMetric: Iteration # 159 - FCN = 297207.4738482 Edm = 0.0010274 NCalls = 478 -VariableMetric: Iteration # 160 - FCN = 297207.4725179 Edm = 0.000117663 NCalls = 480 -VariableMetric: Iteration # 161 - FCN = 297207.4723918 Edm = 4.0138e-05 NCalls = 482 -VariableMetric: After Hessian - FCN = 297207.4723918 Edm = 1.87333 NCalls = 967 -VariableMetric: Iteration # 162 - FCN = 297207.4723918 Edm = 1.87333 NCalls = 967 -VariableMetric: Iteration # 163 - FCN = 297206.0460505 Edm = 0.308424 NCalls = 969 -VariableMetric: Iteration # 164 - FCN = 297205.7428127 Edm = 0.112726 NCalls = 971 -VariableMetric: Iteration # 165 - FCN = 297205.6503046 Edm = 0.0578044 NCalls = 973 -VariableMetric: Iteration # 166 - FCN = 297205.5884029 Edm = 0.0219628 NCalls = 975 -VariableMetric: Iteration # 167 - FCN = 297205.5673555 Edm = 0.00557146 NCalls = 977 -VariableMetric: Iteration # 168 - FCN = 297205.561458 Edm = 0.00116275 NCalls = 979 -VariableMetric: Iteration # 169 - FCN = 297205.5603467 Edm = 0.000177007 NCalls = 981 -VariableMetric: Iteration # 170 - FCN = 297205.5601573 Edm = 1.02077e-05 NCalls = 983 -VariableMetric: After Hessian - FCN = 297205.5601573 Edm = 1.16957e-05 NCalls = 1476 -VariableMetric: Iteration # 171 - FCN = 297205.5601573 Edm = 1.16957e-05 NCalls = 1476 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 356229.846162 Edm = 435.55 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 356229.846162 Edm = 435.55 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309353.291633 Edm = 27.1088 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299655.8242581 Edm = 31374.1 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 299057.9751976 Edm = 2430.29 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 298845.5595053 Edm = 2.95907 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298806.0494424 Edm = 20.6011 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298727.5763752 Edm = 2.23065 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298473.8617517 Edm = 24.6775 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 298462.9779335 Edm = 22.66 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 297634.1462998 Edm = 25.327 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 297571.1813319 Edm = 50.9514 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 297540.91392 Edm = 4.63501 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 297535.4729083 Edm = 0.150181 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297535.3619233 Edm = 0.0665466 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297519.8318918 Edm = 8.46138 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 297504.0267676 Edm = 0.865884 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 297502.4374342 Edm = 0.870614 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297501.4457621 Edm = 0.2342 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297500.3929932 Edm = 0.718449 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297490.8609032 Edm = 2.95375 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297488.0419992 Edm = 1.55092 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297485.538165 Edm = 2.55572 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297483.6320453 Edm = 4.86913 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297476.3232577 Edm = 5.43911 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297467.1536408 Edm = 12.6534 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297463.3820224 Edm = 4.55372 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297455.7716612 Edm = 2.1282 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297451.5053331 Edm = 4.64208 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297447.6471327 Edm = 1.02303 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297447.4050526 Edm = 0.40537 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297446.5133618 Edm = 0.647292 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297445.5406989 Edm = 0.144855 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297445.1705658 Edm = 0.240986 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297441.3283641 Edm = 2.90187 NCalls = 135 -VariableMetric: Iteration # 34 - FCN = 297417.3562793 Edm = 3.88722 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297411.1859311 Edm = 0.3056 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297410.8108848 Edm = 0.0400091 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297410.6695575 Edm = 0.114644 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297405.2556149 Edm = 2.34916 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297399.4637181 Edm = 6.08004 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297394.4263509 Edm = 2.81118 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297386.3659328 Edm = 5.91275 NCalls = 160 -VariableMetric: Iteration # 42 - FCN = 297373.872155 Edm = 10.8908 NCalls = 168 -VariableMetric: Iteration # 43 - FCN = 297368.4451117 Edm = 28.3158 NCalls = 171 -VariableMetric: Iteration # 44 - FCN = 297352.7185872 Edm = 8.62756 NCalls = 173 -VariableMetric: Iteration # 45 - FCN = 297337.8793675 Edm = 4.17306 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297335.3143679 Edm = 0.601857 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297334.4617233 Edm = 0.095872 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297334.1399062 Edm = 0.258287 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297330.8501863 Edm = 0.52044 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297330.3189764 Edm = 0.729958 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297329.1938324 Edm = 0.430757 NCalls = 192 -VariableMetric: Iteration # 52 - FCN = 297328.162117 Edm = 0.794719 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297327.2257605 Edm = 0.860747 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297326.719801 Edm = 0.625749 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297325.8045369 Edm = 0.337582 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297325.4379551 Edm = 0.176125 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297325.3423615 Edm = 0.0329024 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297325.3100246 Edm = 0.0104663 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297325.2615674 Edm = 0.0424219 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297320.5204579 Edm = 3.02666 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297313.7968354 Edm = 3.78472 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297306.2661625 Edm = 2.36734 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297303.4849779 Edm = 3.67657 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297302.6184474 Edm = 1.62836 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297302.0104479 Edm = 0.125898 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297301.8551403 Edm = 0.0315657 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297301.5698364 Edm = 0.262567 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297290.8263215 Edm = 7.63309 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297262.6340598 Edm = 2.28966 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297260.8759927 Edm = 0.685175 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297260.0226611 Edm = 0.256647 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297259.3967885 Edm = 0.162506 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297259.139478 Edm = 0.0330583 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297259.1193306 Edm = 0.00224778 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297259.1154054 Edm = 0.00155097 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297259.1093403 Edm = 0.00205822 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297259.1002025 Edm = 0.00372848 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297259.0698649 Edm = 0.019186 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297258.6301308 Edm = 0.383105 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297258.5927396 Edm = 0.208687 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297258.4018797 Edm = 0.193114 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297257.9035272 Edm = 0.695472 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297257.3249435 Edm = 0.773075 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297255.9649643 Edm = 0.46655 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297255.441562 Edm = 0.14396 NCalls = 297 -VariableMetric: Iteration # 86 - FCN = 297255.2275423 Edm = 0.138045 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297254.0076589 Edm = 0.876226 NCalls = 304 -VariableMetric: Iteration # 88 - FCN = 297252.0671413 Edm = 0.339461 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297251.6612223 Edm = 0.0372101 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297251.6081997 Edm = 0.012684 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297251.5974654 Edm = 0.00412501 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297251.5935227 Edm = 0.000312815 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297251.5920761 Edm = 0.00107135 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297251.5334071 Edm = 0.0496685 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297248.7527032 Edm = 0.757475 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297247.6586409 Edm = 0.0347409 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297247.6238874 Edm = 0.00333997 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297247.6210338 Edm = 0.000247983 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297247.6204458 Edm = 0.000350561 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297247.5893394 Edm = 0.0278671 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297247.0456176 Edm = 0.489533 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297244.4149396 Edm = 0.320006 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297244.1668018 Edm = 0.0360631 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297244.1387876 Edm = 0.000804368 NCalls = 350 -VariableMetric: Iteration # 105 - FCN = 297244.1379546 Edm = 7.36332e-05 NCalls = 352 -VariableMetric: After Hessian - FCN = 297244.1379546 Edm = 2.72688 NCalls = 831 -VariableMetric: Iteration # 106 - FCN = 297244.1379546 Edm = 2.72688 NCalls = 831 -VariableMetric: Iteration # 107 - FCN = 297241.4384543 Edm = 0.433524 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297241.0685446 Edm = 0.162947 NCalls = 834 -VariableMetric: Iteration # 109 - FCN = 297240.8881212 Edm = 0.0745738 NCalls = 836 -VariableMetric: Iteration # 110 - FCN = 297240.793592 Edm = 0.0157502 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297240.7781613 Edm = 0.00257964 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297240.7757371 Edm = 0.000483883 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297240.7753909 Edm = 0.000106538 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297240.7752489 Edm = 2.10929e-05 NCalls = 845 -VariableMetric: After Hessian - FCN = 297240.7752489 Edm = 2.18606e-05 NCalls = 1332 -VariableMetric: Iteration # 115 - FCN = 297240.7752489 Edm = 2.18606e-05 NCalls = 1332 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306273.8729678 Edm = 16.2163 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306273.8729678 Edm = 16.2163 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299581.3980775 Edm = 1.70619 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299542.1916479 Edm = 25.2977 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299534.358382 Edm = 1.97536 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298904.1911317 Edm = 52.451 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298766.7752109 Edm = 156.597 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298622.1666658 Edm = 2.46629 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298618.2098792 Edm = 1.58284 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298569.3188303 Edm = 39.298 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298115.1896661 Edm = 76.9271 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298089.0416781 Edm = 1.98082 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298087.5754991 Edm = 0.0701944 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298086.0791362 Edm = 1.45942 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298035.1039396 Edm = 34.298 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297905.9621632 Edm = 21.0371 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297860.1974345 Edm = 13.8054 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297847.9798431 Edm = 27.1531 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297782.0738646 Edm = 73.5489 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297739.3924491 Edm = 33.4266 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297712.8793153 Edm = 1.66349 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297711.7568164 Edm = 0.141995 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297711.4634284 Edm = 0.300451 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297700.5743647 Edm = 11.527 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297625.2348366 Edm = 2.63076 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297622.3420229 Edm = 0.23361 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297622.1545065 Edm = 0.00958781 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297622.1352721 Edm = 0.00926125 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297621.9861041 Edm = 0.13643 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297581.2908822 Edm = 12.9631 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297571.4264128 Edm = 7.38625 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297558.5291775 Edm = 6.17759 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297541.0416191 Edm = 4.46642 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297536.0313158 Edm = 6.52289 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297530.8330704 Edm = 2.69829 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297525.2390746 Edm = 4.60732 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297523.5691042 Edm = 0.157599 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297523.365615 Edm = 0.0121571 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297523.3386856 Edm = 0.00771205 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297523.2308197 Edm = 0.0733712 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297517.7464651 Edm = 4.51959 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297517.3730849 Edm = 2.54845 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297512.9490531 Edm = 2.57842 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297505.0455935 Edm = 0.496943 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297504.5864204 Edm = 0.226209 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297504.1407808 Edm = 0.273649 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297503.1640615 Edm = 0.0121064 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297503.1521428 Edm = 0.000986258 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297503.1491371 Edm = 0.00317059 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297503.0920444 Edm = 0.0460304 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297502.7602915 Edm = 0.302352 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297499.6549988 Edm = 2.55606 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297491.7170558 Edm = 0.818464 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297491.0451346 Edm = 0.0828666 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297490.9753639 Edm = 0.00593247 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297490.968294 Edm = 0.000454499 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297490.9674179 Edm = 0.000383779 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297490.9492088 Edm = 0.01746 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297489.9604068 Edm = 0.644439 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297487.1051402 Edm = 1.04986 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297486.2324406 Edm = 0.61432 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297485.8871974 Edm = 0.0324482 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297485.8547965 Edm = 0.000857789 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297485.8533413 Edm = 0.000450227 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297485.8513424 Edm = 0.000906146 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297485.8343338 Edm = 0.0173274 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297484.3927324 Edm = 0.222099 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297482.8954287 Edm = 1.40468 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297481.6376252 Edm = 0.810419 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297479.8814316 Edm = 1.05009 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297477.745036 Edm = 1.77625 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297476.617709 Edm = 1.78433 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297475.3378689 Edm = 2.08339 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297473.1590671 Edm = 4.16044 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297469.5604458 Edm = 3.37212 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297460.9639691 Edm = 17.0583 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297460.5537278 Edm = 0.829808 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297454.5997408 Edm = 15.7032 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297452.7590443 Edm = 6.77766 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297452.0983389 Edm = 3.09103 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297446.6529612 Edm = 5.29775 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297440.4840174 Edm = 3.87122 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297438.2589466 Edm = 1.24301 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297435.688223 Edm = 2.64134 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297432.1910949 Edm = 1.31708 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297431.2462361 Edm = 0.608099 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297430.7001449 Edm = 0.141151 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297430.5535699 Edm = 0.061865 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297430.3440261 Edm = 0.0595215 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297430.2253163 Edm = 0.0345559 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297430.1941649 Edm = 0.0127753 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297430.1666035 Edm = 0.0155217 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297430.129928 Edm = 0.0234058 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297430.0927934 Edm = 0.0116382 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297430.0804748 Edm = 0.00347543 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297430.0557038 Edm = 0.0207805 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297429.6642484 Edm = 0.350197 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297427.6707237 Edm = 2.15373 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297424.7680343 Edm = 4.90614 NCalls = 307 -VariableMetric: Iteration # 98 - FCN = 297421.8371854 Edm = 5.71108 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297419.3752715 Edm = 0.948526 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297418.8405296 Edm = 0.291253 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297418.5793448 Edm = 0.0578092 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297418.505269 Edm = 0.0159104 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297418.479188 Edm = 0.0053437 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297418.4715002 Edm = 0.00121511 NCalls = 325 -VariableMetric: Iteration # 105 - FCN = 297418.4698537 Edm = 0.000374116 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297418.4685429 Edm = 0.000774013 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297418.4401052 Edm = 0.0252052 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297416.5603096 Edm = 1.54365 NCalls = 339 -VariableMetric: Iteration # 109 - FCN = 297412.3464694 Edm = 0.410549 NCalls = 341 -VariableMetric: Iteration # 110 - FCN = 297411.9135614 Edm = 0.0164243 NCalls = 342 -VariableMetric: Iteration # 111 - FCN = 297411.8944347 Edm = 0.000629869 NCalls = 344 -VariableMetric: Iteration # 112 - FCN = 297411.8938435 Edm = 7.14156e-05 NCalls = 346 -VariableMetric: After Hessian - FCN = 297411.8938435 Edm = 65793.1 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297411.8938435 Edm = 65793.1 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297387.0087254 Edm = 1602.18 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297379.9696043 Edm = 13.1413 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297377.8018153 Edm = 0.163803 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297377.0220506 Edm = 0.0690787 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297376.8218074 Edm = 0.086172 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297376.1694447 Edm = 0.0540807 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297375.9453541 Edm = 0.0663873 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297375.8005143 Edm = 0.0567952 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297375.6317001 Edm = 0.0243743 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297375.5760546 Edm = 0.0175631 NCalls = 854 -VariableMetric: Iteration # 124 - FCN = 297375.4691714 Edm = 0.0272565 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 297375.3800892 Edm = 0.0595969 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297375.1829453 Edm = 0.029724 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297375.1130714 Edm = 0.0288747 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297374.9892334 Edm = 0.012652 NCalls = 865 -VariableMetric: Iteration # 129 - FCN = 297374.8934979 Edm = 0.0551846 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297374.6989657 Edm = 0.0338245 NCalls = 870 -VariableMetric: Iteration # 131 - FCN = 297374.4783556 Edm = 0.0476051 NCalls = 873 -VariableMetric: Iteration # 132 - FCN = 297374.4150011 Edm = 0.0102801 NCalls = 875 -VariableMetric: Iteration # 133 - FCN = 297374.3652775 Edm = 0.0326309 NCalls = 877 -VariableMetric: Iteration # 134 - FCN = 297374.2190827 Edm = 0.0478491 NCalls = 879 -VariableMetric: Iteration # 135 - FCN = 297373.9238202 Edm = 0.176589 NCalls = 883 -VariableMetric: Iteration # 136 - FCN = 297373.4292403 Edm = 0.0546156 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297373.3420897 Edm = 0.0454941 NCalls = 887 -VariableMetric: Iteration # 138 - FCN = 297373.1046442 Edm = 0.1481 NCalls = 891 -VariableMetric: Iteration # 139 - FCN = 297372.7598742 Edm = 0.153736 NCalls = 893 -VariableMetric: Iteration # 140 - FCN = 297372.5690813 Edm = 0.103766 NCalls = 895 -VariableMetric: Iteration # 141 - FCN = 297372.3261782 Edm = 0.0524556 NCalls = 897 -VariableMetric: Iteration # 142 - FCN = 297372.2582127 Edm = 0.0183358 NCalls = 899 -VariableMetric: Iteration # 143 - FCN = 297372.2142876 Edm = 0.0353807 NCalls = 901 -VariableMetric: Iteration # 144 - FCN = 297372.0456095 Edm = 0.0718822 NCalls = 905 -VariableMetric: Iteration # 145 - FCN = 297371.8756262 Edm = 0.0288911 NCalls = 907 -VariableMetric: Iteration # 146 - FCN = 297371.8328783 Edm = 0.00831888 NCalls = 909 -VariableMetric: Iteration # 147 - FCN = 297371.8170046 Edm = 0.00367631 NCalls = 911 -VariableMetric: Iteration # 148 - FCN = 297371.8081555 Edm = 0.00340959 NCalls = 913 -VariableMetric: Iteration # 149 - FCN = 297371.7884959 Edm = 0.0151714 NCalls = 916 -VariableMetric: Iteration # 150 - FCN = 297371.720612 Edm = 0.0177433 NCalls = 919 -VariableMetric: Iteration # 151 - FCN = 297371.6969484 Edm = 0.00226288 NCalls = 921 -VariableMetric: Iteration # 152 - FCN = 297371.6895561 Edm = 0.00542707 NCalls = 923 -VariableMetric: Iteration # 153 - FCN = 297371.6362507 Edm = 0.0237145 NCalls = 927 -VariableMetric: Iteration # 154 - FCN = 297371.6038378 Edm = 0.00238118 NCalls = 929 -VariableMetric: Iteration # 155 - FCN = 297371.5999635 Edm = 0.00104775 NCalls = 931 -VariableMetric: Iteration # 156 - FCN = 297371.5907063 Edm = 0.00594859 NCalls = 935 -VariableMetric: Iteration # 157 - FCN = 297371.54818 Edm = 0.0221315 NCalls = 938 -VariableMetric: Iteration # 158 - FCN = 297371.5018417 Edm = 0.0016286 NCalls = 940 -VariableMetric: Iteration # 159 - FCN = 297371.4994744 Edm = 0.000623546 NCalls = 942 -VariableMetric: Iteration # 160 - FCN = 297371.4891826 Edm = 0.00616205 NCalls = 946 -VariableMetric: Iteration # 161 - FCN = 297371.4675442 Edm = 0.00563746 NCalls = 948 -VariableMetric: Iteration # 162 - FCN = 297371.4600006 Edm = 0.00103233 NCalls = 950 -VariableMetric: Iteration # 163 - FCN = 297371.4579178 Edm = 0.000384754 NCalls = 953 -VariableMetric: Iteration # 164 - FCN = 297371.4562017 Edm = 0.000629579 NCalls = 955 -VariableMetric: Iteration # 165 - FCN = 297371.4514521 Edm = 0.00294043 NCalls = 958 -VariableMetric: Iteration # 166 - FCN = 297371.4189718 Edm = 0.00271343 NCalls = 961 -VariableMetric: Iteration # 167 - FCN = 297371.4161298 Edm = 0.000419957 NCalls = 963 -VariableMetric: Iteration # 168 - FCN = 297371.4155016 Edm = 0.000309316 NCalls = 965 -VariableMetric: Iteration # 169 - FCN = 297371.4148993 Edm = 0.000404196 NCalls = 970 -VariableMetric: Iteration # 170 - FCN = 297371.4138057 Edm = 0.00110086 NCalls = 973 -VariableMetric: Iteration # 171 - FCN = 297371.4079973 Edm = 0.00150294 NCalls = 982 -VariableMetric: Iteration # 172 - FCN = 297371.4053061 Edm = 0.00748627 NCalls = 985 -VariableMetric: Iteration # 173 - FCN = 297371.4019813 Edm = 0.00043863 NCalls = 987 -VariableMetric: Iteration # 174 - FCN = 297371.4007514 Edm = 0.000526936 NCalls = 989 -VariableMetric: Iteration # 175 - FCN = 297371.4000204 Edm = 9.60158e-05 NCalls = 992 -VariableMetric: Iteration # 176 - FCN = 297371.3998049 Edm = 0.000127812 NCalls = 994 -VariableMetric: Iteration # 177 - FCN = 297371.3966482 Edm = 0.00136067 NCalls = 999 -VariableMetric: Iteration # 178 - FCN = 297371.3942982 Edm = 5.00074e-05 NCalls = 1001 -VariableMetric: After Hessian - FCN = 297371.3942982 Edm = 6.49179e-05 NCalls = 1492 -VariableMetric: Iteration # 179 - FCN = 297371.3942982 Edm = 6.49179e-05 NCalls = 1492 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303886.8094948 Edm = 25.6058 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303886.8094948 Edm = 25.6058 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297975.8281378 Edm = 2.91546 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 297956.1512658 Edm = 2.24105 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297948.877407 Edm = 5.66527 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297712.9363742 Edm = 0.646703 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297711.4851478 Edm = 0.310281 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297703.7777299 Edm = 4.78726 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297643.3274203 Edm = 9.8679 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297624.7652866 Edm = 0.789544 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297623.7122818 Edm = 0.113839 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297623.4825808 Edm = 0.170017 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297601.4539096 Edm = 18.9383 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297407.0079562 Edm = 8.09609 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297398.8384529 Edm = 0.840982 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297395.1402039 Edm = 1.20583 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297392.774026 Edm = 0.717035 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297392.2876388 Edm = 0.391928 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297391.8710009 Edm = 0.0936666 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297391.345772 Edm = 0.476728 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297368.862167 Edm = 10.1408 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297352.7444245 Edm = 0.619535 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297352.0941273 Edm = 0.151933 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297351.7574414 Edm = 0.13375 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297351.6249661 Edm = 0.0656926 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297351.5677092 Edm = 0.0255466 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297351.4526195 Edm = 0.0645069 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297351.2048579 Edm = 0.201966 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297348.8948381 Edm = 3.76188 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297347.7534972 Edm = 1.96518 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297340.7110726 Edm = 5.49914 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297321.3974049 Edm = 12.9404 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297309.5581997 Edm = 2.25034 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297306.3161775 Edm = 1.72902 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297304.6559353 Edm = 0.298187 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297304.2852084 Edm = 0.0266105 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297304.2610082 Edm = 0.00293611 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297304.2516712 Edm = 0.00800574 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297303.4500634 Edm = 0.84886 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297303.4404466 Edm = 0.00685772 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297291.752393 Edm = 1.33393 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297289.1069684 Edm = 15.539 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297283.9700406 Edm = 5.49216 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297281.4457782 Edm = 0.340851 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297280.9524776 Edm = 0.088331 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297280.8963284 Edm = 0.0142115 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297280.8841751 Edm = 0.00207817 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297280.880131 Edm = 0.00292238 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297280.811843 Edm = 0.0708339 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297279.315719 Edm = 0.667487 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297279.0223838 Edm = 0.00329263 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297279.0160016 Edm = 0.00160687 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297278.9373384 Edm = 0.0734151 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297274.9603737 Edm = 3.98378 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297268.01214 Edm = 0.755776 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297266.8362356 Edm = 0.0687221 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297266.7559793 Edm = 0.00101966 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297266.7533624 Edm = 0.000987908 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297266.7416701 Edm = 0.00968566 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297265.8604796 Edm = 0.604955 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297262.0909875 Edm = 0.548636 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297261.3203582 Edm = 0.0796378 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297261.2461515 Edm = 0.00124326 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297261.2446437 Edm = 0.000225521 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297261.2433235 Edm = 0.00114783 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297261.2179387 Edm = 0.0236264 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297259.9613264 Edm = 0.919442 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297257.5163785 Edm = 0.0903268 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297257.4396837 Edm = 0.00290732 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297257.4371221 Edm = 0.000100993 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297257.4369247 Edm = 9.3663e-05 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297257.4190555 Edm = 0.0174421 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297255.8728936 Edm = 0.437252 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297255.2946577 Edm = 0.0179086 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297255.2750816 Edm = 0.000252263 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297255.2748132 Edm = 2.19598e-05 NCalls = 246 -VariableMetric: After Hessian - FCN = 297255.2748132 Edm = 1.10615 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297255.2748132 Edm = 1.10615 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297254.0673745 Edm = 0.0686111 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297253.9883967 Edm = 0.0205907 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297253.9673366 Edm = 0.00722371 NCalls = 725 -VariableMetric: Iteration # 79 - FCN = 297253.9567796 Edm = 0.00256962 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297253.9510263 Edm = 0.00083712 NCalls = 729 -VariableMetric: Iteration # 81 - FCN = 297253.9497191 Edm = 9.8139e-05 NCalls = 731 -VariableMetric: Iteration # 82 - FCN = 297253.9495742 Edm = 6.50734e-06 NCalls = 733 -VariableMetric: After Hessian - FCN = 297253.9495742 Edm = 8.25698e-06 NCalls = 1220 -VariableMetric: Iteration # 83 - FCN = 297253.9495742 Edm = 8.25698e-06 NCalls = 1220 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324644.2987726 Edm = 51.2447 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324644.2987726 Edm = 51.2447 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315633.6312411 Edm = 1388.39 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 314046.4803292 Edm = 203.935 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 310345.9987055 Edm = 5067.23 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 300512.2632638 Edm = 1037.32 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299050.9550658 Edm = 256.321 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297872.0121817 Edm = 0.93679 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297867.4434904 Edm = 4.87762 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297853.8342728 Edm = 4.34468 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297669.7078538 Edm = 85.2387 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297357.1816083 Edm = 9.83252 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297339.6728987 Edm = 1.73371 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297338.7582941 Edm = 0.0164785 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297338.5736057 Edm = 0.162023 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297279.8147644 Edm = 6.25693 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297272.9220814 Edm = 0.0431989 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297272.8680314 Edm = 0.0107139 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297271.5802889 Edm = 1.32296 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297252.7925723 Edm = 1.29393 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297200.9720478 Edm = 11.3535 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297158.1169502 Edm = 9.48762 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297146.5881537 Edm = 1.959 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297145.4357063 Edm = 0.0766619 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297145.363812 Edm = 0.00193974 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297145.3605921 Edm = 0.00119074 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297143.8131616 Edm = 0.538917 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297138.5171882 Edm = 4.61936 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297136.2362116 Edm = 2.54279 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297127.9414198 Edm = 4.54649 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297120.293389 Edm = 0.818141 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297119.3059306 Edm = 0.121655 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297119.1588686 Edm = 0.0223575 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297119.1363571 Edm = 0.000953815 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297119.1338844 Edm = 0.00122762 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297119.1097969 Edm = 0.0195489 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297117.1539498 Edm = 1.79915 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297107.6239544 Edm = 9.09148 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297104.0163876 Edm = 0.471691 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297103.5994718 Edm = 0.0381476 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297103.5536498 Edm = 0.00549321 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297103.5484434 Edm = 0.00109705 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297103.5469021 Edm = 0.00071301 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297103.537347 Edm = 0.010251 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297102.8842637 Edm = 0.107041 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297100.4696264 Edm = 1.1778 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297097.749798 Edm = 0.452536 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297097.2180746 Edm = 0.0114113 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297097.2097911 Edm = 0.00122423 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297097.208896 Edm = 0.000301496 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297097.2081154 Edm = 0.000543998 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297097.2039423 Edm = 0.00349892 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297096.9345567 Edm = 0.253149 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297094.7979734 Edm = 1.04352 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297093.7665718 Edm = 0.159323 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297093.5631547 Edm = 0.217062 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297093.3806018 Edm = 0.0528262 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297093.3138417 Edm = 0.0107965 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297093.3054821 Edm = 0.00108681 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297093.3042679 Edm = 0.000227259 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297093.3037779 Edm = 0.000356184 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297093.2974863 Edm = 0.0062814 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297093.2816573 Edm = 0.0156081 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297087.9847851 Edm = 1.92539 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297086.4233279 Edm = 1.00732 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297085.3834461 Edm = 0.911524 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297085.0344369 Edm = 0.538908 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297084.1900534 Edm = 0.317881 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297083.7568111 Edm = 0.344971 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297083.3786943 Edm = 0.0936144 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297083.2145617 Edm = 0.0700754 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297083.1570123 Edm = 0.0270523 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297083.1277681 Edm = 0.00425798 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297083.1212546 Edm = 0.00246771 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297083.117474 Edm = 0.000911765 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297083.1161889 Edm = 0.000453077 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297083.1104168 Edm = 0.00622408 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297083.0330227 Edm = 0.0686842 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297082.0571253 Edm = 1.88958 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297080.8503361 Edm = 0.775856 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297079.7300547 Edm = 0.236165 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297079.3372522 Edm = 0.118632 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297079.187397 Edm = 0.0288406 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297079.1562814 Edm = 0.0029474 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297079.1527989 Edm = 0.000529224 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297079.1522457 Edm = 0.000108673 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297079.1520915 Edm = 4.85921e-05 NCalls = 267 -VariableMetric: After Hessian - FCN = 297079.1520915 Edm = 3.26511 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297079.1520915 Edm = 3.26511 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297078.1792342 Edm = 2.52673 NCalls = 744 -VariableMetric: Iteration # 88 - FCN = 297077.1853568 Edm = 2.31584 NCalls = 746 -VariableMetric: Iteration # 89 - FCN = 297075.4912415 Edm = 0.109143 NCalls = 748 -VariableMetric: Iteration # 90 - FCN = 297075.4219642 Edm = 0.0200339 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297075.3707733 Edm = 0.0278473 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297075.3328843 Edm = 0.0275037 NCalls = 756 -VariableMetric: Iteration # 93 - FCN = 297075.3040296 Edm = 0.0182774 NCalls = 759 -VariableMetric: Iteration # 94 - FCN = 297075.2900942 Edm = 0.0168314 NCalls = 762 -VariableMetric: Iteration # 95 - FCN = 297075.277336 Edm = 0.011202 NCalls = 765 -VariableMetric: Iteration # 96 - FCN = 297075.2560531 Edm = 0.0268943 NCalls = 768 -VariableMetric: Iteration # 97 - FCN = 297075.2403093 Edm = 0.00968398 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297075.2308152 Edm = 0.0107636 NCalls = 775 -VariableMetric: Iteration # 99 - FCN = 297075.2104392 Edm = 0.0114131 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297075.1981207 Edm = 0.0139578 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297075.1876522 Edm = 0.00515946 NCalls = 783 -VariableMetric: Iteration # 102 - FCN = 297075.1818887 Edm = 0.00319031 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297075.1784065 Edm = 0.00256356 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297075.1740187 Edm = 0.00234975 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297075.1699462 Edm = 0.00226105 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297075.167391 Edm = 0.00131534 NCalls = 795 -VariableMetric: Iteration # 107 - FCN = 297075.1660943 Edm = 0.000160588 NCalls = 797 -VariableMetric: Iteration # 108 - FCN = 297075.1659124 Edm = 6.62229e-05 NCalls = 799 -VariableMetric: After Hessian - FCN = 297075.1659124 Edm = 0.0254239 NCalls = 1280 -VariableMetric: Iteration # 109 - FCN = 297075.1659124 Edm = 0.0254239 NCalls = 1280 -VariableMetric: Iteration # 110 - FCN = 297075.1634799 Edm = 0.017159 NCalls = 1282 -VariableMetric: Iteration # 111 - FCN = 297075.1626593 Edm = 0.0058275 NCalls = 1284 -VariableMetric: Iteration # 112 - FCN = 297075.1607911 Edm = 0.00106915 NCalls = 1286 -VariableMetric: Iteration # 113 - FCN = 297075.1583856 Edm = 0.00227704 NCalls = 1289 -VariableMetric: Iteration # 114 - FCN = 297075.1569263 Edm = 0.00113066 NCalls = 1292 -VariableMetric: Iteration # 115 - FCN = 297075.1558908 Edm = 0.000432875 NCalls = 1294 -VariableMetric: Iteration # 116 - FCN = 297075.1552719 Edm = 0.00028936 NCalls = 1297 -VariableMetric: Iteration # 117 - FCN = 297075.1543768 Edm = 0.00048144 NCalls = 1301 -VariableMetric: Iteration # 118 - FCN = 297075.1538985 Edm = 0.000550154 NCalls = 1302 -VariableMetric: Iteration # 119 - FCN = 297075.152866 Edm = 0.000499244 NCalls = 1305 -VariableMetric: Iteration # 120 - FCN = 297075.1518898 Edm = 0.000585766 NCalls = 1308 -VariableMetric: Iteration # 121 - FCN = 297075.151046 Edm = 0.000491675 NCalls = 1311 -VariableMetric: Iteration # 122 - FCN = 297075.1504162 Edm = 0.000509076 NCalls = 1314 -VariableMetric: Iteration # 123 - FCN = 297075.1500763 Edm = 0.000232031 NCalls = 1316 -VariableMetric: Iteration # 124 - FCN = 297075.1496936 Edm = 0.000148915 NCalls = 1319 -VariableMetric: Iteration # 125 - FCN = 297075.1495505 Edm = 0.0001314 NCalls = 1320 -VariableMetric: Iteration # 126 - FCN = 297075.1492884 Edm = 0.000127745 NCalls = 1323 -VariableMetric: Iteration # 127 - FCN = 297075.1488766 Edm = 0.000186718 NCalls = 1326 -VariableMetric: Iteration # 128 - FCN = 297075.1486328 Edm = 0.000217719 NCalls = 1328 -VariableMetric: Iteration # 129 - FCN = 297075.148351 Edm = 9.40011e-05 NCalls = 1331 -VariableMetric: Iteration # 130 - FCN = 297075.1482341 Edm = 3.01279e-05 NCalls = 1333 -VariableMetric: After Hessian - FCN = 297075.1482341 Edm = 0.000171163 NCalls = 1816 -VariableMetric: Iteration # 131 - FCN = 297075.1482341 Edm = 0.000171163 NCalls = 1816 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327485.1548564 Edm = 32.2441 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327485.1548564 Edm = 32.2441 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308072.4102165 Edm = 86.2531 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 308005.8184306 Edm = 577.569 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299397.0567305 Edm = 32.6785 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299373.0088061 Edm = 40.4145 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299110.2423255 Edm = 3.17064 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 299101.8241667 Edm = 1.83758 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299098.4401859 Edm = 1.34883 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298907.9405369 Edm = 66.7569 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298867.196527 Edm = 39.0508 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298824.7128659 Edm = 10.1099 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298525.2279765 Edm = 191.86 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298258.4101703 Edm = 1.24228 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298257.0073208 Edm = 0.0849626 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298256.6791272 Edm = 0.212014 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 298252.6467724 Edm = 3.17194 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298105.505957 Edm = 43.8911 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 298028.3540113 Edm = 43.9469 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297999.3628591 Edm = 11.8045 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297977.3076295 Edm = 3.95674 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297971.9857978 Edm = 0.820026 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297970.5844917 Edm = 0.273387 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297948.7097363 Edm = 16.3457 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297948.7097363 Edm = 16.3457 NCalls = 97 -VariableMetric: After Hessian - FCN = 297948.7097363 Edm = 1.24523e+07 NCalls = 566 -VariableMetric: Iteration # 24 - FCN = 297948.7097363 Edm = 1.24523e+07 NCalls = 566 -VariableMetric: Iteration # 25 - FCN = 297948.7097363 Edm = 1.24523e+07 NCalls = 577 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 339596.1497286 Edm = 27328.6 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 339596.1497286 Edm = 27328.6 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303661.5622504 Edm = 7.98182 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 303286.5521428 Edm = 286.403 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 297675.6553859 Edm = 17.1957 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 297656.5465375 Edm = 6.95339 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 297638.7236714 Edm = 0.205104 NCalls = 18 -VariableMetric: Iteration # 6 - FCN = 297638.4489192 Edm = 0.0922789 NCalls = 20 -VariableMetric: Iteration # 7 - FCN = 297618.8352517 Edm = 1.17948 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297617.5003494 Edm = 0.0350178 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297617.2463418 Edm = 0.225866 NCalls = 31 -VariableMetric: Iteration # 10 - FCN = 297568.3258615 Edm = 2.2787 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297451.8576898 Edm = 1.69846 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297448.9797623 Edm = 0.583147 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297447.3653401 Edm = 0.13547 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297447.0319239 Edm = 0.146137 NCalls = 47 -VariableMetric: Iteration # 15 - FCN = 297436.5258957 Edm = 8.35858 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297360.1173051 Edm = 13.9265 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297343.8782417 Edm = 4.62105 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297335.9952349 Edm = 1.76464 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297332.3585513 Edm = 0.378463 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297331.6983132 Edm = 0.0604099 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297331.6344764 Edm = 0.00535007 NCalls = 66 -VariableMetric: Iteration # 22 - FCN = 297331.622729 Edm = 0.00540884 NCalls = 68 -VariableMetric: Iteration # 23 - FCN = 297329.6814805 Edm = 1.67925 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297312.7227227 Edm = 12.6404 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297301.6060913 Edm = 5.52801 NCalls = 80 -VariableMetric: Iteration # 26 - FCN = 297291.7854479 Edm = 0.272986 NCalls = 82 -VariableMetric: Iteration # 27 - FCN = 297291.3352572 Edm = 0.108082 NCalls = 84 -VariableMetric: Iteration # 28 - FCN = 297290.7149485 Edm = 0.0710108 NCalls = 88 -VariableMetric: Iteration # 29 - FCN = 297290.6442664 Edm = 0.0066343 NCalls = 89 -VariableMetric: Iteration # 30 - FCN = 297290.6392144 Edm = 0.000602633 NCalls = 91 -VariableMetric: Iteration # 31 - FCN = 297290.635363 Edm = 0.00346703 NCalls = 94 -VariableMetric: Iteration # 32 - FCN = 297290.2654604 Edm = 0.330966 NCalls = 101 -VariableMetric: Iteration # 33 - FCN = 297284.4705729 Edm = 0.961726 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297283.3919546 Edm = 0.0218104 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297283.3708958 Edm = 0.00114672 NCalls = 108 -VariableMetric: Iteration # 36 - FCN = 297283.3693506 Edm = 0.000299947 NCalls = 110 -VariableMetric: Iteration # 37 - FCN = 297283.3598571 Edm = 0.0089445 NCalls = 114 -VariableMetric: Iteration # 38 - FCN = 297281.5115423 Edm = 1.95833 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297281.1296684 Edm = 0.393077 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297281.0431277 Edm = 0.0679541 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297279.9847703 Edm = 1.18976 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297279.2699325 Edm = 0.698576 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297276.3712323 Edm = 2.63052 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297275.6704364 Edm = 1.45889 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297274.1791422 Edm = 0.783857 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297273.5027394 Edm = 1.48996 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297273.1651133 Edm = 0.0658795 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297273.0626282 Edm = 0.0124017 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297273.0388479 Edm = 0.000804878 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297273.0344463 Edm = 0.00333093 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297270.2324633 Edm = 1.78559 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297265.8451615 Edm = 1.36971 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297265.0645547 Edm = 0.101109 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297264.9930853 Edm = 0.00723085 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297264.9816738 Edm = 0.00583912 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297264.9379396 Edm = 0.00961151 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297264.9267715 Edm = 0.000525807 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297264.9255978 Edm = 0.00086295 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297264.8840775 Edm = 0.0468656 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297264.7922989 Edm = 0.0910277 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297258.8490343 Edm = 5.15471 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297258.7088389 Edm = 0.203618 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297256.9562681 Edm = 1.27823 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297255.1036328 Edm = 0.167241 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297254.8550798 Edm = 0.048439 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297254.8242447 Edm = 0.00852977 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297254.8121336 Edm = 0.00866747 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297254.8009932 Edm = 0.00451977 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297254.7929156 Edm = 0.00135414 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297254.7906808 Edm = 0.000246651 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297254.78793 Edm = 0.0025229 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297254.4969681 Edm = 0.149243 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297251.6186119 Edm = 1.28823 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297250.5700583 Edm = 1.77231 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297249.985916 Edm = 0.189768 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297249.7677625 Edm = 0.0529804 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297249.6226499 Edm = 0.0867256 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297249.4208346 Edm = 0.110308 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297249.3224921 Edm = 0.0471343 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297249.2860456 Edm = 0.0261334 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297249.263577 Edm = 0.0102276 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297249.2471126 Edm = 0.000340399 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297249.2466771 Edm = 6.2015e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297249.2466771 Edm = 8.49704 NCalls = 738 -VariableMetric: Iteration # 84 - FCN = 297249.2466771 Edm = 8.49704 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297248.1677463 Edm = 17.7229 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297247.6605286 Edm = 5.96016 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297244.9915551 Edm = 0.571035 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297244.8325227 Edm = 0.151675 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297244.7096743 Edm = 0.131211 NCalls = 750 -VariableMetric: Iteration # 90 - FCN = 297244.624913 Edm = 0.175309 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297244.481528 Edm = 0.10677 NCalls = 756 -VariableMetric: Iteration # 92 - FCN = 297244.3560384 Edm = 0.1118 NCalls = 760 -VariableMetric: Iteration # 93 - FCN = 297244.2462628 Edm = 0.0532007 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297244.1729348 Edm = 0.078545 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297244.0554698 Edm = 0.111179 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297243.9947019 Edm = 0.032961 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297243.9542083 Edm = 0.0615855 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297243.8520788 Edm = 0.0272648 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297243.8102296 Edm = 0.0112306 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297243.7968108 Edm = 0.00407841 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297243.7917101 Edm = 0.00143667 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297243.7901875 Edm = 0.000669349 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297243.7891639 Edm = 0.000441478 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297243.7875993 Edm = 0.000369029 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297243.7865884 Edm = 0.000307581 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297243.7835047 Edm = 0.00116524 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297243.7788826 Edm = 0.00277014 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297243.776445 Edm = 0.0018283 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297243.7745531 Edm = 0.000712096 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297243.7737485 Edm = 0.000151376 NCalls = 807 -VariableMetric: Iteration # 111 - FCN = 297243.7735211 Edm = 4.60106e-05 NCalls = 809 -VariableMetric: After Hessian - FCN = 297243.7735211 Edm = 0.000306806 NCalls = 1290 -VariableMetric: Iteration # 112 - FCN = 297243.7735211 Edm = 0.000306806 NCalls = 1290 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318116.6960603 Edm = 34.1218 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318116.6960603 Edm = 34.1218 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303034.9815722 Edm = 8.48721 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302571.4389694 Edm = 1962.37 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302459.2796011 Edm = 54.2787 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302439.5908123 Edm = 2.44942 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 301320.1224352 Edm = 170.635 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 301124.2113328 Edm = 236.844 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300999.5440312 Edm = 7.49383 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 300991.7123849 Edm = 1.15406 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 300980.0473921 Edm = 15.8571 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 300934.6349845 Edm = 42.1735 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297817.1409295 Edm = 267.297 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297588.4251963 Edm = 31.347 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297574.6702742 Edm = 0.269765 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297574.1690222 Edm = 0.0112567 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297574.1318153 Edm = 0.026144 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297566.2200306 Edm = 5.94059 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297530.028942 Edm = 0.137764 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297529.873123 Edm = 0.00919995 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297525.2599008 Edm = 4.46486 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297481.3664495 Edm = 8.24227 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297472.7128115 Edm = 0.307603 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297472.4522863 Edm = 0.0142801 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297472.4374702 Edm = 0.000849892 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297472.4298642 Edm = 0.00805963 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297470.9557208 Edm = 0.0304719 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297459.3354686 Edm = 3.20098 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297455.6334126 Edm = 2.41452 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297450.2779117 Edm = 4.55623 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297448.4744898 Edm = 3.59467 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297446.5847887 Edm = 1.60025 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297442.8395658 Edm = 2.60613 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297441.8120209 Edm = 0.637243 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297441.3493898 Edm = 0.0599246 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297441.3112179 Edm = 0.00472142 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297441.3037909 Edm = 0.00281236 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297441.1920113 Edm = 0.116814 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297440.7725337 Edm = 0.389826 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297432.5559895 Edm = 0.0587435 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297432.5010558 Edm = 0.000874808 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297432.5000667 Edm = 0.000203569 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297432.4932984 Edm = 0.00681442 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297432.2973169 Edm = 0.184427 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297432.2888938 Edm = 0.000213232 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297432.2877817 Edm = 0.000953975 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297432.0135794 Edm = 0.0346787 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297430.8552641 Edm = 0.246832 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297430.3535097 Edm = 0.0204613 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297430.3327207 Edm = 0.000177508 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297430.3324833 Edm = 5.53729e-05 NCalls = 165 -VariableMetric: After Hessian - FCN = 297430.3324833 Edm = 377.75 NCalls = 646 -VariableMetric: Iteration # 50 - FCN = 297430.3324833 Edm = 377.75 NCalls = 646 -VariableMetric: Iteration # 51 - FCN = 297426.9561436 Edm = 2087.57 NCalls = 655 -VariableMetric: Iteration # 52 - FCN = 297426.0123572 Edm = 2.02447 NCalls = 657 -VariableMetric: Iteration # 53 - FCN = 297422.6156823 Edm = 0.604053 NCalls = 660 -VariableMetric: Iteration # 54 - FCN = 297420.6684643 Edm = 1.69331 NCalls = 663 -VariableMetric: Iteration # 55 - FCN = 297419.1668773 Edm = 0.387609 NCalls = 665 -VariableMetric: Iteration # 56 - FCN = 297418.6908848 Edm = 0.55997 NCalls = 667 -VariableMetric: Iteration # 57 - FCN = 297416.6615733 Edm = 0.712357 NCalls = 671 -VariableMetric: Iteration # 58 - FCN = 297415.6026225 Edm = 0.20791 NCalls = 673 -VariableMetric: Iteration # 59 - FCN = 297415.2460927 Edm = 0.0792902 NCalls = 676 -VariableMetric: Iteration # 60 - FCN = 297415.0678652 Edm = 0.0602413 NCalls = 678 -VariableMetric: Iteration # 61 - FCN = 297414.9345798 Edm = 0.0652375 NCalls = 680 -VariableMetric: Iteration # 62 - FCN = 297414.7214914 Edm = 0.0409302 NCalls = 682 -VariableMetric: Iteration # 63 - FCN = 297414.6692799 Edm = 0.0107687 NCalls = 684 -VariableMetric: Iteration # 64 - FCN = 297414.5574053 Edm = 0.0664071 NCalls = 687 -VariableMetric: Iteration # 65 - FCN = 297414.4519317 Edm = 0.00949303 NCalls = 689 -VariableMetric: Iteration # 66 - FCN = 297414.4025916 Edm = 0.0187941 NCalls = 692 -VariableMetric: Iteration # 67 - FCN = 297414.3651211 Edm = 0.00493142 NCalls = 694 -VariableMetric: Iteration # 68 - FCN = 297414.3480196 Edm = 0.0117244 NCalls = 696 -VariableMetric: Iteration # 69 - FCN = 297414.2932213 Edm = 0.0174987 NCalls = 699 -VariableMetric: Iteration # 70 - FCN = 297414.2651728 Edm = 0.00623492 NCalls = 701 -VariableMetric: Iteration # 71 - FCN = 297414.2484832 Edm = 0.0101581 NCalls = 704 -VariableMetric: Iteration # 72 - FCN = 297414.2171733 Edm = 0.0105851 NCalls = 707 -VariableMetric: Iteration # 73 - FCN = 297414.1949023 Edm = 0.0128018 NCalls = 710 -VariableMetric: Iteration # 74 - FCN = 297414.1739739 Edm = 0.00463806 NCalls = 712 -VariableMetric: Iteration # 75 - FCN = 297414.1575808 Edm = 0.0101582 NCalls = 715 -VariableMetric: Iteration # 76 - FCN = 297414.1150889 Edm = 0.0159097 NCalls = 718 -VariableMetric: Iteration # 77 - FCN = 297414.1020531 Edm = 0.0128962 NCalls = 721 -VariableMetric: Iteration # 78 - FCN = 297414.0667689 Edm = 0.014553 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297414.0368368 Edm = 0.0163434 NCalls = 726 -VariableMetric: Iteration # 80 - FCN = 297414.0284356 Edm = 0.00937428 NCalls = 728 -VariableMetric: Iteration # 81 - FCN = 297413.994499 Edm = 0.0313969 NCalls = 732 -VariableMetric: Iteration # 82 - FCN = 297413.9319021 Edm = 0.0319275 NCalls = 736 -VariableMetric: Iteration # 83 - FCN = 297413.8652053 Edm = 0.024755 NCalls = 739 -VariableMetric: Iteration # 84 - FCN = 297413.8312948 Edm = 0.00829455 NCalls = 742 -VariableMetric: Iteration # 85 - FCN = 297413.8052837 Edm = 0.013107 NCalls = 744 -VariableMetric: Iteration # 86 - FCN = 297413.7459202 Edm = 0.0217464 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297413.7279401 Edm = 0.00990159 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297413.7146965 Edm = 0.0139324 NCalls = 751 -VariableMetric: Iteration # 89 - FCN = 297413.6700771 Edm = 0.0149838 NCalls = 755 -VariableMetric: Iteration # 90 - FCN = 297413.6365441 Edm = 0.00322629 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297413.6290573 Edm = 0.00569359 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297413.6216673 Edm = 0.00643225 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297413.6021923 Edm = 0.00658831 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297413.5890741 Edm = 0.00365461 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297413.5742609 Edm = 0.00608427 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297413.5616161 Edm = 0.00716888 NCalls = 771 -VariableMetric: Iteration # 97 - FCN = 297413.5512971 Edm = 0.00514139 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297413.5334098 Edm = 0.00418296 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297413.5256237 Edm = 0.00481241 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297413.5213642 Edm = 0.00403096 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297413.5008461 Edm = 0.00810385 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297413.4835841 Edm = 0.0124301 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297413.4754287 Edm = 0.00400481 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297413.4613259 Edm = 0.00775905 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297413.4362558 Edm = 0.0351859 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297413.3969301 Edm = 0.0091245 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297413.3779201 Edm = 0.00713631 NCalls = 803 -VariableMetric: Iteration # 108 - FCN = 297413.3693659 Edm = 0.00717151 NCalls = 805 -VariableMetric: Iteration # 109 - FCN = 297413.3578103 Edm = 0.00650319 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297413.3466927 Edm = 0.0054655 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297413.321402 Edm = 0.0179052 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297413.281237 Edm = 0.012297 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297413.2654867 Edm = 0.00693979 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297413.2554706 Edm = 0.00519012 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297413.2441033 Edm = 0.00336512 NCalls = 825 -VariableMetric: Iteration # 116 - FCN = 297413.2359899 Edm = 0.0037943 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297413.2273349 Edm = 0.00346278 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297413.2211214 Edm = 0.0020833 NCalls = 832 -VariableMetric: Iteration # 119 - FCN = 297413.2152763 Edm = 0.00153676 NCalls = 834 -VariableMetric: Iteration # 120 - FCN = 297413.2124922 Edm = 0.00049957 NCalls = 836 -VariableMetric: Iteration # 121 - FCN = 297413.2106942 Edm = 0.0012212 NCalls = 838 -VariableMetric: Iteration # 122 - FCN = 297413.201213 Edm = 0.00268747 NCalls = 841 -VariableMetric: Iteration # 123 - FCN = 297413.1972704 Edm = 0.000778444 NCalls = 843 -VariableMetric: Iteration # 124 - FCN = 297413.1958175 Edm = 0.000944662 NCalls = 845 -VariableMetric: Iteration # 125 - FCN = 297413.1850121 Edm = 0.00618696 NCalls = 850 -VariableMetric: Iteration # 126 - FCN = 297413.165774 Edm = 0.00253475 NCalls = 852 -VariableMetric: Iteration # 127 - FCN = 297413.1614819 Edm = 0.00148475 NCalls = 854 -VariableMetric: Iteration # 128 - FCN = 297413.1601294 Edm = 0.00114272 NCalls = 856 -VariableMetric: Iteration # 129 - FCN = 297413.1555288 Edm = 0.00207948 NCalls = 859 -VariableMetric: Iteration # 130 - FCN = 297413.150452 Edm = 0.00209005 NCalls = 862 -VariableMetric: Iteration # 131 - FCN = 297413.1484482 Edm = 0.000779325 NCalls = 863 -VariableMetric: Iteration # 132 - FCN = 297413.146389 Edm = 0.00055051 NCalls = 865 -VariableMetric: Iteration # 133 - FCN = 297413.1454341 Edm = 0.000218955 NCalls = 867 -VariableMetric: Iteration # 134 - FCN = 297413.1447646 Edm = 0.000344807 NCalls = 869 -VariableMetric: Iteration # 135 - FCN = 297413.143127 Edm = 0.000889116 NCalls = 871 -VariableMetric: Iteration # 136 - FCN = 297413.1388169 Edm = 0.0010983 NCalls = 874 -VariableMetric: Iteration # 137 - FCN = 297413.137025 Edm = 0.000399269 NCalls = 876 -VariableMetric: Iteration # 138 - FCN = 297413.1343017 Edm = 0.00253855 NCalls = 880 -VariableMetric: Iteration # 139 - FCN = 297413.1259195 Edm = 0.0042815 NCalls = 884 -VariableMetric: Iteration # 140 - FCN = 297413.1216617 Edm = 0.00177343 NCalls = 885 -VariableMetric: Iteration # 141 - FCN = 297413.1204066 Edm = 0.000666793 NCalls = 887 -VariableMetric: Iteration # 142 - FCN = 297413.1187938 Edm = 0.000711964 NCalls = 889 -VariableMetric: Iteration # 143 - FCN = 297413.1179084 Edm = 0.000384156 NCalls = 891 -VariableMetric: Iteration # 144 - FCN = 297413.1176079 Edm = 8.49536e-05 NCalls = 893 -VariableMetric: Iteration # 145 - FCN = 297413.1175023 Edm = 1.47202e-05 NCalls = 895 -VariableMetric: After Hessian - FCN = 297413.1175023 Edm = 3.11429e-05 NCalls = 1376 -VariableMetric: Iteration # 146 - FCN = 297413.1175023 Edm = 3.11429e-05 NCalls = 1376 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327976.2247076 Edm = 69.3063 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327976.2247076 Edm = 69.3063 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304623.3660299 Edm = 128.814 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303847.022006 Edm = 170.765 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 303734.0214636 Edm = 7.89439 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 303144.0151852 Edm = 257.729 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 301764.4987288 Edm = 301.528 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 300629.3674629 Edm = 1925.38 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 300266.1820237 Edm = 3055.92 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 300153.5620369 Edm = 155.474 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 300015.9094229 Edm = 97.5504 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 299799.0569218 Edm = 297.611 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298497.6921319 Edm = 88.8732 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 298005.9397707 Edm = 1.55553 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 298002.2629176 Edm = 1.25816 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297989.9363973 Edm = 2.40889 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297987.9775814 Edm = 0.760106 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297975.9358404 Edm = 10.9997 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297961.8304635 Edm = 11.2486 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297831.5463032 Edm = 7.73832 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297823.1291129 Edm = 0.233536 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297821.9766279 Edm = 0.155994 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297820.8395436 Edm = 0.927592 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297817.3811547 Edm = 2.26904 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297815.5342702 Edm = 0.315478 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297815.3141388 Edm = 0.3155 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297813.5165954 Edm = 1.58923 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297693.9111229 Edm = 222.184 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297670.5706365 Edm = 44.2124 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297638.1726868 Edm = 27.2743 NCalls = 121 -VariableMetric: Iteration # 29 - FCN = 297573.4799354 Edm = 15.251 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 297554.0673247 Edm = 5.049 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297538.2174917 Edm = 4.13834 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297531.4058074 Edm = 1.30112 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297526.4946098 Edm = 1.6141 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297523.7247885 Edm = 2.00551 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297517.2604098 Edm = 2.48026 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297515.4274919 Edm = 2.38579 NCalls = 144 -VariableMetric: Iteration # 37 - FCN = 297512.6534059 Edm = 0.857197 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297510.0193138 Edm = 2.82558 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297506.5629219 Edm = 2.88599 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297504.8830914 Edm = 1.98659 NCalls = 156 -VariableMetric: Iteration # 41 - FCN = 297502.2940598 Edm = 2.35981 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297500.3010524 Edm = 1.2523 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297496.4167276 Edm = 1.89327 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297491.4635717 Edm = 8.21432 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297488.2118373 Edm = 3.61316 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297482.3899779 Edm = 1.61336 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297480.0833208 Edm = 4.40731 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297475.10049 Edm = 3.89514 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297470.9588394 Edm = 5.12098 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297464.8405458 Edm = 4.14901 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297463.4635166 Edm = 2.04329 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297458.6338451 Edm = 0.892409 NCalls = 194 -VariableMetric: Iteration # 53 - FCN = 297456.9808982 Edm = 0.442025 NCalls = 196 -VariableMetric: Iteration # 54 - FCN = 297456.8273476 Edm = 0.0877784 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297456.5641551 Edm = 0.212224 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297452.0908741 Edm = 3.47745 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297424.6975178 Edm = 29.7006 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297392.0114108 Edm = 22.3913 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297372.7942771 Edm = 15.6046 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297365.3079187 Edm = 3.89385 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297360.3438005 Edm = 0.116337 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297360.1744168 Edm = 0.0106122 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297360.1568532 Edm = 0.00759106 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297360.1264894 Edm = 0.0368646 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297359.700254 Edm = 0.274398 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297345.7533442 Edm = 11.4986 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297320.8664709 Edm = 5.19399 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297317.7640469 Edm = 0.969654 NCalls = 245 -VariableMetric: Iteration # 69 - FCN = 297315.4467735 Edm = 0.438678 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297315.0863434 Edm = 0.121779 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297315.021351 Edm = 0.00492532 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297315.0119855 Edm = 0.00524578 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297314.9053617 Edm = 0.0746737 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297314.0446763 Edm = 0.627394 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297301.2476753 Edm = 2.54589 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297295.9069895 Edm = 1.11842 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297294.5814358 Edm = 0.243073 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297294.3186863 Edm = 0.0719088 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297294.2094971 Edm = 0.0141602 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297294.1921411 Edm = 0.00105812 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297294.1906141 Edm = 0.00087083 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297294.1816131 Edm = 0.00790554 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297293.9900039 Edm = 0.182745 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297289.0448094 Edm = 2.34495 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297287.0901517 Edm = 0.403794 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297286.5344869 Edm = 0.0777177 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297286.3650518 Edm = 0.0120296 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297286.3516323 Edm = 0.00272839 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297286.3482642 Edm = 0.000889526 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297286.3460415 Edm = 0.000984041 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297286.3361751 Edm = 0.00695529 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297285.9014388 Edm = 0.501513 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297285.7859138 Edm = 0.109924 NCalls = 314 -VariableMetric: Iteration # 94 - FCN = 297283.9346374 Edm = 1.18016 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297281.2917094 Edm = 0.311465 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297281.0747461 Edm = 0.16647 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297280.3362465 Edm = 1.99822 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297279.6824796 Edm = 0.899617 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 297279.1089942 Edm = 1.36159 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297278.6897379 Edm = 0.773353 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297277.4412569 Edm = 1.9394 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297274.0652745 Edm = 1.41883 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297272.6006413 Edm = 0.377429 NCalls = 349 -VariableMetric: Iteration # 104 - FCN = 297272.2387029 Edm = 0.0217745 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297272.2131636 Edm = 0.00465464 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297272.2076575 Edm = 0.00100182 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297272.204823 Edm = 0.00152925 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297272.1845449 Edm = 0.0155104 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297272.0356847 Edm = 0.124017 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297268.9395637 Edm = 2.50461 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297263.2042107 Edm = 1.11679 NCalls = 373 -VariableMetric: Iteration # 112 - FCN = 297261.9296189 Edm = 0.18138 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297261.6815855 Edm = 0.112969 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297261.5502624 Edm = 0.11287 NCalls = 378 -VariableMetric: Iteration # 115 - FCN = 297261.4820472 Edm = 0.00873223 NCalls = 380 -VariableMetric: Iteration # 116 - FCN = 297261.4737535 Edm = 0.000810855 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297261.4719746 Edm = 0.000871008 NCalls = 383 -VariableMetric: Iteration # 118 - FCN = 297261.4509305 Edm = 0.0177122 NCalls = 387 -VariableMetric: Iteration # 119 - FCN = 297260.3221459 Edm = 1.07588 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297253.2383854 Edm = 2.29031 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297250.5456533 Edm = 0.162499 NCalls = 399 -VariableMetric: Iteration # 122 - FCN = 297250.3202486 Edm = 0.0505291 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297250.2689575 Edm = 0.0160162 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297250.2548112 Edm = 0.0029523 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297250.2514932 Edm = 0.000351972 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297250.2509272 Edm = 0.0001744 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297250.2493458 Edm = 0.00122039 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297250.2108374 Edm = 0.0326194 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297248.7520846 Edm = 0.708166 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297247.4878063 Edm = 0.0890903 NCalls = 421 -VariableMetric: Iteration # 131 - FCN = 297247.4055931 Edm = 0.00346369 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297247.4025464 Edm = 0.000314825 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297247.402244 Edm = 4.06019e-05 NCalls = 425 -VariableMetric: After Hessian - FCN = 297247.402244 Edm = 1.63935 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297247.402244 Edm = 1.63935 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297245.1317598 Edm = 0.547592 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297245.0897795 Edm = 0.33388 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297244.8592458 Edm = 0.0477145 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297244.8236442 Edm = 0.0177514 NCalls = 915 -VariableMetric: Iteration # 139 - FCN = 297244.7445449 Edm = 0.0890493 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297244.3277567 Edm = 0.184333 NCalls = 924 -VariableMetric: Iteration # 141 - FCN = 297244.2096969 Edm = 0.222588 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297244.0833071 Edm = 0.0391289 NCalls = 928 -VariableMetric: Iteration # 143 - FCN = 297244.0289561 Edm = 0.0115307 NCalls = 930 -VariableMetric: Iteration # 144 - FCN = 297244.0133725 Edm = 0.00380443 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297244.0088475 Edm = 0.00080979 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297244.0077599 Edm = 6.44934e-05 NCalls = 936 -VariableMetric: After Hessian - FCN = 297244.0077599 Edm = 8.4021e-05 NCalls = 1419 -VariableMetric: Iteration # 147 - FCN = 297244.0077599 Edm = 8.4021e-05 NCalls = 1419 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311797.2217935 Edm = 15851.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311797.2217935 Edm = 15851.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300780.2061256 Edm = 63.0159 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 300336.8491971 Edm = 3.79679 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299596.7651621 Edm = 38.7207 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298735.3920633 Edm = 441.488 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298005.1683492 Edm = 32.1896 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297990.3144152 Edm = 2.69831 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297986.4074588 Edm = 0.552045 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297985.3856035 Edm = 0.499548 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297847.7533769 Edm = 48.5691 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297770.2276193 Edm = 5.84154 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297766.1437893 Edm = 0.152593 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297765.9039685 Edm = 0.148692 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297714.304968 Edm = 22.0859 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297673.4240617 Edm = 0.457592 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297672.9210676 Edm = 0.0356287 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297672.8065427 Edm = 0.0692762 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297668.4953192 Edm = 3.46505 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297637.3353854 Edm = 1.98808 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297634.9685669 Edm = 0.402479 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297634.6117413 Edm = 0.0121528 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297634.5803441 Edm = 0.0237958 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297633.6570677 Edm = 0.923361 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297633.5980871 Edm = 0.0443753 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297627.2250911 Edm = 5.30715 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297569.3762911 Edm = 24.3459 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297499.2539748 Edm = 21.1203 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297489.5963693 Edm = 4.82167 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297484.0612052 Edm = 0.674461 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297482.5309658 Edm = 0.390859 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297482.0528289 Edm = 0.103042 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297481.9216196 Edm = 0.00946783 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297481.8957483 Edm = 0.0142507 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297481.669346 Edm = 0.204177 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297481.2286857 Edm = 0.377188 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297457.3810243 Edm = 17.5295 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297433.7167539 Edm = 22.6877 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297393.6267149 Edm = 5.5344 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297387.8881349 Edm = 1.90402 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297386.0056109 Edm = 0.261815 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297385.6354819 Edm = 0.0375273 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297385.5866041 Edm = 0.0100172 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297385.5739249 Edm = 0.000631059 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297385.5705774 Edm = 0.00281102 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297384.6381166 Edm = 0.0728566 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297379.4386188 Edm = 0.794221 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297378.2804805 Edm = 0.0679033 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297378.2145405 Edm = 0.00587603 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297378.2018088 Edm = 0.00136868 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297378.1999609 Edm = 0.00045141 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297378.1975562 Edm = 0.00192432 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297378.1524351 Edm = 0.0371236 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297373.868669 Edm = 3.13921 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297365.6380389 Edm = 2.14359 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297363.9436418 Edm = 0.85869 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297363.6994702 Edm = 0.0459525 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297363.6461367 Edm = 0.00436128 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297363.64097 Edm = 0.000435815 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297363.6403565 Edm = 0.000360178 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297363.6326194 Edm = 0.00873181 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297363.4368208 Edm = 0.227977 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297363.4343228 Edm = 0.002493 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297363.2408569 Edm = 0.188258 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297359.508248 Edm = 0.769033 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297358.8549538 Edm = 0.587169 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297358.4190086 Edm = 1.19461 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297357.7944727 Edm = 0.406419 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297357.4124614 Edm = 0.536392 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297356.999344 Edm = 0.233815 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297356.5646767 Edm = 0.135037 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297356.2631415 Edm = 0.231746 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297356.1494999 Edm = 0.0694173 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297356.0620994 Edm = 0.0128202 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297356.046246 Edm = 0.0015555 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297356.0446287 Edm = 0.000193738 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297356.0443051 Edm = 0.000166429 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297356.0417175 Edm = 0.00268524 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297355.9149109 Edm = 0.0448856 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297355.8758798 Edm = 0.000223068 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297355.8755713 Edm = 0.000149252 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297355.8727576 Edm = 0.00276541 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297355.8340913 Edm = 0.0349042 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297354.464188 Edm = 0.375959 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297353.9657978 Edm = 0.00636055 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297353.9594695 Edm = 0.000374106 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297353.9590043 Edm = 0.000222405 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297353.9584783 Edm = 0.00020358 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297353.9572044 Edm = 0.00101273 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297353.7697657 Edm = 0.179981 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297351.1316063 Edm = 3.07849 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297350.7528423 Edm = 0.65297 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297349.7447996 Edm = 0.647344 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297349.4442127 Edm = 0.0845301 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297349.3672467 Edm = 0.0163275 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297349.3382082 Edm = 0.00991741 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297349.3235468 Edm = 0.00132238 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297349.3221274 Edm = 0.000246682 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297349.3207811 Edm = 0.0011786 NCalls = 300 -VariableMetric: Iteration # 98 - FCN = 297349.2803297 Edm = 0.0463509 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297349.1899603 Edm = 0.0871002 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297346.123031 Edm = 1.44222 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297345.5875863 Edm = 0.176092 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297345.4519262 Edm = 0.0344026 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297345.3963844 Edm = 0.0105274 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297345.3779889 Edm = 0.00373856 NCalls = 325 -VariableMetric: Iteration # 105 - FCN = 297345.3737936 Edm = 0.000779859 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297345.3729153 Edm = 0.000183849 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297345.372337 Edm = 0.000350307 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297345.3708939 Edm = 0.00104044 NCalls = 333 -VariableMetric: Iteration # 109 - FCN = 297345.3503551 Edm = 0.0191564 NCalls = 337 -VariableMetric: Iteration # 110 - FCN = 297344.9954329 Edm = 0.257138 NCalls = 341 -VariableMetric: Iteration # 111 - FCN = 297343.8596539 Edm = 0.12658 NCalls = 344 -VariableMetric: Iteration # 112 - FCN = 297343.7684431 Edm = 0.0205659 NCalls = 346 -VariableMetric: Iteration # 113 - FCN = 297343.754199 Edm = 0.0042216 NCalls = 348 -VariableMetric: Iteration # 114 - FCN = 297343.7495263 Edm = 0.000976036 NCalls = 350 -VariableMetric: Iteration # 115 - FCN = 297343.7483287 Edm = 5.33533e-05 NCalls = 352 -VariableMetric: After Hessian - FCN = 297343.7483287 Edm = 1.34988 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297343.7483287 Edm = 1.34988 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297343.7079593 Edm = 1.15019 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297343.0454015 Edm = 3.46508 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297342.1983691 Edm = 0.17193 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297342.1052456 Edm = 0.0839389 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297342.0002994 Edm = 0.0363974 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297341.9367635 Edm = 0.104509 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297341.8213246 Edm = 0.15845 NCalls = 850 -VariableMetric: Iteration # 124 - FCN = 297341.6493487 Edm = 0.12791 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297341.5750903 Edm = 0.137786 NCalls = 858 -VariableMetric: Iteration # 126 - FCN = 297341.4359768 Edm = 0.0370097 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297341.3712065 Edm = 0.0361418 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297341.3523399 Edm = 0.0143324 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297341.3356488 Edm = 0.00901088 NCalls = 869 -VariableMetric: Iteration # 130 - FCN = 297341.3174266 Edm = 0.0101656 NCalls = 871 -VariableMetric: Iteration # 131 - FCN = 297341.297804 Edm = 0.0104249 NCalls = 874 -VariableMetric: Iteration # 132 - FCN = 297341.2757022 Edm = 0.0210141 NCalls = 876 -VariableMetric: Iteration # 133 - FCN = 297341.2627989 Edm = 0.00981867 NCalls = 878 -VariableMetric: Iteration # 134 - FCN = 297341.2348976 Edm = 0.00641657 NCalls = 881 -VariableMetric: Iteration # 135 - FCN = 297341.228046 Edm = 0.00401809 NCalls = 882 -VariableMetric: Iteration # 136 - FCN = 297341.2247857 Edm = 0.00134899 NCalls = 884 -VariableMetric: Iteration # 137 - FCN = 297341.2221188 Edm = 0.000390741 NCalls = 886 -VariableMetric: Iteration # 138 - FCN = 297341.2215195 Edm = 0.000124506 NCalls = 888 -VariableMetric: Iteration # 139 - FCN = 297341.2212192 Edm = 6.96362e-05 NCalls = 890 -VariableMetric: Iteration # 140 - FCN = 297341.2209147 Edm = 0.00013003 NCalls = 892 -VariableMetric: Iteration # 141 - FCN = 297341.220406 Edm = 0.000205055 NCalls = 894 -VariableMetric: Iteration # 142 - FCN = 297341.2194665 Edm = 0.000342124 NCalls = 897 -VariableMetric: Iteration # 143 - FCN = 297341.2188278 Edm = 0.000199836 NCalls = 899 -VariableMetric: Iteration # 144 - FCN = 297341.218627 Edm = 9.26104e-05 NCalls = 902 -VariableMetric: Iteration # 145 - FCN = 297341.218526 Edm = 1.37776e-05 NCalls = 904 -VariableMetric: After Hessian - FCN = 297341.218526 Edm = 0.00018514 NCalls = 1391 -VariableMetric: Iteration # 146 - FCN = 297341.218526 Edm = 0.00018514 NCalls = 1391 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314035.9079843 Edm = 113.339 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314035.9079843 Edm = 113.339 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305429.5313847 Edm = 1.69776 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304779.8132784 Edm = 3.79827 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 304573.0210624 Edm = 939.883 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 304530.8839833 Edm = 37.4275 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 304301.4533085 Edm = 106.593 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 304012.9491079 Edm = 2.44744 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 304008.691677 Edm = 2.22307 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 303899.7432381 Edm = 133.275 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 303742.146223 Edm = 175.229 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 303699.6706175 Edm = 43.3832 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 303601.6916852 Edm = 94.9543 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 302599.8464916 Edm = 151.688 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 302485.1021048 Edm = 2.0321 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 302480.7545979 Edm = 3.98895 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 302129.4116756 Edm = 17.9495 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 302112.2254895 Edm = 1.58849 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 302110.6337908 Edm = 1.02718 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 302082.3461692 Edm = 23.0318 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 298862.4850812 Edm = 607.21 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298862.4850812 Edm = 607.21 NCalls = 96 -VariableMetric: After Hessian - FCN = 298862.4850812 Edm = 105396 NCalls = 567 -VariableMetric: Iteration # 21 - FCN = 298862.4850812 Edm = 105396 NCalls = 567 -VariableMetric: Iteration # 22 - FCN = 298834.3363064 Edm = 1022.05 NCalls = 578 -VariableMetric: Iteration # 23 - FCN = 297718.7384667 Edm = 28.0656 NCalls = 582 -VariableMetric: Iteration # 24 - FCN = 297560.5670807 Edm = 6.96788 NCalls = 593 -VariableMetric: Iteration # 25 - FCN = 297558.843971 Edm = 9.65199 NCalls = 596 -VariableMetric: Iteration # 26 - FCN = 297537.2715562 Edm = 10.7757 NCalls = 598 -VariableMetric: Iteration # 27 - FCN = 297507.6564461 Edm = 1.64962 NCalls = 600 -VariableMetric: Iteration # 28 - FCN = 297495.6428076 Edm = 4.37615 NCalls = 603 -VariableMetric: Iteration # 29 - FCN = 297485.6747786 Edm = 2.04364 NCalls = 605 -VariableMetric: Iteration # 30 - FCN = 297473.2355952 Edm = 1.81803 NCalls = 608 -VariableMetric: Iteration # 31 - FCN = 297470.2470793 Edm = 0.701323 NCalls = 610 -VariableMetric: Iteration # 32 - FCN = 297453.8768788 Edm = 6.5744 NCalls = 614 -VariableMetric: Iteration # 33 - FCN = 297442.7839895 Edm = 1.53501 NCalls = 616 -VariableMetric: Iteration # 34 - FCN = 297440.5392393 Edm = 0.738782 NCalls = 618 -VariableMetric: Iteration # 35 - FCN = 297436.0420192 Edm = 2.34985 NCalls = 621 -VariableMetric: Iteration # 36 - FCN = 297426.4051397 Edm = 0.780642 NCalls = 624 -VariableMetric: Iteration # 37 - FCN = 297425.6993432 Edm = 0.171579 NCalls = 626 -VariableMetric: Iteration # 38 - FCN = 297424.9291064 Edm = 0.624789 NCalls = 629 -VariableMetric: Iteration # 39 - FCN = 297413.4715736 Edm = 3.37896 NCalls = 633 -VariableMetric: Iteration # 40 - FCN = 297409.6863053 Edm = 0.297605 NCalls = 635 -VariableMetric: Iteration # 41 - FCN = 297409.2710531 Edm = 0.0895217 NCalls = 637 -VariableMetric: Iteration # 42 - FCN = 297408.8886671 Edm = 0.248217 NCalls = 639 -VariableMetric: Iteration # 43 - FCN = 297405.0865519 Edm = 0.739231 NCalls = 642 -VariableMetric: Iteration # 44 - FCN = 297403.8740954 Edm = 0.114972 NCalls = 644 -VariableMetric: Iteration # 45 - FCN = 297403.6582569 Edm = 0.0328059 NCalls = 646 -VariableMetric: Iteration # 46 - FCN = 297403.4844697 Edm = 0.151744 NCalls = 649 -VariableMetric: Iteration # 47 - FCN = 297398.3588389 Edm = 0.887456 NCalls = 656 -VariableMetric: Iteration # 48 - FCN = 297397.2060429 Edm = 0.471916 NCalls = 658 -VariableMetric: Iteration # 49 - FCN = 297396.9823468 Edm = 0.0796938 NCalls = 660 -VariableMetric: Iteration # 50 - FCN = 297396.830465 Edm = 0.039169 NCalls = 662 -VariableMetric: Iteration # 51 - FCN = 297396.6947242 Edm = 0.101748 NCalls = 664 -VariableMetric: Iteration # 52 - FCN = 297396.2618967 Edm = 0.31746 NCalls = 668 -VariableMetric: Iteration # 53 - FCN = 297393.6296505 Edm = 1.08291 NCalls = 672 -VariableMetric: Iteration # 54 - FCN = 297393.3854005 Edm = 0.863593 NCalls = 674 -VariableMetric: Iteration # 55 - FCN = 297392.8581811 Edm = 0.203015 NCalls = 677 -VariableMetric: Iteration # 56 - FCN = 297392.4637582 Edm = 0.21552 NCalls = 679 -VariableMetric: Iteration # 57 - FCN = 297391.6879377 Edm = 0.198422 NCalls = 682 -VariableMetric: Iteration # 58 - FCN = 297391.5116116 Edm = 0.0328216 NCalls = 684 -VariableMetric: Iteration # 59 - FCN = 297391.2482137 Edm = 0.218603 NCalls = 687 -VariableMetric: Iteration # 60 - FCN = 297390.6702635 Edm = 0.144161 NCalls = 690 -VariableMetric: Iteration # 61 - FCN = 297390.5168574 Edm = 0.0304176 NCalls = 692 -VariableMetric: Iteration # 62 - FCN = 297390.4292091 Edm = 0.0493589 NCalls = 694 -VariableMetric: Iteration # 63 - FCN = 297390.1656484 Edm = 0.176431 NCalls = 697 -VariableMetric: Iteration # 64 - FCN = 297388.1496354 Edm = 0.838499 NCalls = 701 -VariableMetric: Iteration # 65 - FCN = 297386.7971637 Edm = 0.134011 NCalls = 703 -VariableMetric: Iteration # 66 - FCN = 297386.666065 Edm = 0.0189873 NCalls = 704 -VariableMetric: Iteration # 67 - FCN = 297386.641102 Edm = 0.00599139 NCalls = 706 -VariableMetric: Iteration # 68 - FCN = 297386.6260724 Edm = 0.015985 NCalls = 708 -VariableMetric: Iteration # 69 - FCN = 297386.4362527 Edm = 0.156327 NCalls = 712 -VariableMetric: Iteration # 70 - FCN = 297385.3732724 Edm = 0.224333 NCalls = 716 -VariableMetric: Iteration # 71 - FCN = 297385.1342529 Edm = 0.0275714 NCalls = 718 -VariableMetric: Iteration # 72 - FCN = 297385.0959277 Edm = 0.0129087 NCalls = 720 -VariableMetric: Iteration # 73 - FCN = 297385.0084455 Edm = 0.0756083 NCalls = 723 -VariableMetric: Iteration # 74 - FCN = 297384.3949868 Edm = 0.622008 NCalls = 729 -VariableMetric: Iteration # 75 - FCN = 297381.8287876 Edm = 0.810929 NCalls = 735 -VariableMetric: Iteration # 76 - FCN = 297381.3005532 Edm = 0.408842 NCalls = 737 -VariableMetric: Iteration # 77 - FCN = 297380.8833192 Edm = 0.292021 NCalls = 739 -VariableMetric: Iteration # 78 - FCN = 297380.5207242 Edm = 0.200041 NCalls = 742 -VariableMetric: Iteration # 79 - FCN = 297380.4188281 Edm = 1.1323 NCalls = 745 -VariableMetric: Iteration # 80 - FCN = 297379.9196347 Edm = 0.284053 NCalls = 748 -VariableMetric: Iteration # 81 - FCN = 297379.3133673 Edm = 0.470694 NCalls = 750 -VariableMetric: Iteration # 82 - FCN = 297378.728198 Edm = 0.646148 NCalls = 753 -VariableMetric: Iteration # 83 - FCN = 297377.8555261 Edm = 0.495101 NCalls = 756 -VariableMetric: Iteration # 84 - FCN = 297376.5245669 Edm = 0.469849 NCalls = 759 -VariableMetric: Iteration # 85 - FCN = 297375.6683811 Edm = 0.737453 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297375.140214 Edm = 0.462607 NCalls = 765 -VariableMetric: Iteration # 87 - FCN = 297373.8903254 Edm = 1.03251 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297372.0513738 Edm = 1.52099 NCalls = 773 -VariableMetric: Iteration # 89 - FCN = 297371.4671863 Edm = 1.97678 NCalls = 776 -VariableMetric: Iteration # 90 - FCN = 297368.8700769 Edm = 0.969673 NCalls = 781 -VariableMetric: Iteration # 91 - FCN = 297367.8678491 Edm = 0.127782 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297367.722351 Edm = 0.0204092 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297367.6984336 Edm = 0.0263545 NCalls = 786 -VariableMetric: Iteration # 94 - FCN = 297367.6720997 Edm = 0.0110519 NCalls = 788 -VariableMetric: Iteration # 95 - FCN = 297367.6139918 Edm = 0.0507002 NCalls = 791 -VariableMetric: Iteration # 96 - FCN = 297367.2040306 Edm = 0.258165 NCalls = 795 -VariableMetric: Iteration # 97 - FCN = 297366.6668536 Edm = 0.215017 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297366.4608335 Edm = 0.0233139 NCalls = 799 -VariableMetric: Iteration # 99 - FCN = 297366.4358724 Edm = 0.00514848 NCalls = 801 -VariableMetric: Iteration # 100 - FCN = 297366.4295727 Edm = 0.00164314 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297366.4251286 Edm = 0.00244396 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297366.382175 Edm = 0.043202 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297365.8618286 Edm = 0.249597 NCalls = 816 -VariableMetric: Iteration # 104 - FCN = 297365.4936918 Edm = 0.0340925 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297365.4617762 Edm = 0.00300775 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297365.4585194 Edm = 0.00113133 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297365.4544745 Edm = 0.00291533 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297365.4262735 Edm = 0.0196624 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297365.2459963 Edm = 0.0880166 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297365.0526521 Edm = 0.0345616 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297365.0119517 Edm = 0.00463018 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297365.006976 Edm = 0.000292113 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297365.0063497 Edm = 0.000343188 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297364.9980171 Edm = 0.00633001 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297364.9631269 Edm = 0.00806947 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297364.9517604 Edm = 0.000133271 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297364.9516046 Edm = 2.42222e-05 NCalls = 850 -VariableMetric: After Hessian - FCN = 297364.9516046 Edm = 0.0282151 NCalls = 1347 -VariableMetric: Iteration # 118 - FCN = 297364.9516046 Edm = 0.0282151 NCalls = 1347 -VariableMetric: Iteration # 119 - FCN = 297364.9514984 Edm = 0.3095 NCalls = 1349 -VariableMetric: Iteration # 120 - FCN = 297364.93346 Edm = 0.00150976 NCalls = 1351 -VariableMetric: Iteration # 121 - FCN = 297364.9322258 Edm = 0.000161896 NCalls = 1353 -VariableMetric: Iteration # 122 - FCN = 297364.932008 Edm = 3.31889e-05 NCalls = 1355 -VariableMetric: Iteration # 123 - FCN = 297364.9319462 Edm = 1.62777e-05 NCalls = 1357 -VariableMetric: After Hessian - FCN = 297364.9319462 Edm = 3.21878e-05 NCalls = 1854 -VariableMetric: Iteration # 124 - FCN = 297364.9319462 Edm = 3.21878e-05 NCalls = 1854 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308965.6658921 Edm = 27.4142 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308965.6658921 Edm = 27.4142 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299560.6843669 Edm = 5.83577 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299462.9449976 Edm = 27.3422 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299456.9347084 Edm = 0.892904 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299050.5853428 Edm = 2.3389 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299040.1066353 Edm = 5.43199 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297991.9277786 Edm = 275.013 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297675.0404579 Edm = 15.5293 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297647.7935547 Edm = 3.13006 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297609.1755319 Edm = 27.3664 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297527.9946934 Edm = 78.027 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297471.8543667 Edm = 22.265 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297429.7108992 Edm = 2.66857 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297427.8785487 Edm = 0.408218 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297425.1873691 Edm = 0.820701 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297423.8189676 Edm = 0.413064 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297423.5155418 Edm = 0.103433 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297423.2474387 Edm = 0.0826547 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297423.1625955 Edm = 0.0164905 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297423.1276106 Edm = 0.017665 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297422.9866529 Edm = 0.100298 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297421.834248 Edm = 2.06081 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297407.2475111 Edm = 5.37555 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297405.3861021 Edm = 18.5047 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297396.4359169 Edm = 1.43429 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297391.3489232 Edm = 0.92682 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297387.957926 Edm = 1.81501 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297384.116083 Edm = 0.176341 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297383.9697893 Edm = 0.102645 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297383.890286 Edm = 0.0521168 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297383.634545 Edm = 0.0947831 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297383.5329036 Edm = 0.0492338 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297383.4557366 Edm = 0.0180679 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297383.4088446 Edm = 0.0206705 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297383.3972502 Edm = 0.00975571 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297383.383428 Edm = 0.00440541 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297383.3575262 Edm = 0.0123504 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297383.1101455 Edm = 0.179277 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297382.9543409 Edm = 0.692717 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297381.3777496 Edm = 1.20792 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297380.6145419 Edm = 1.07803 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297378.3642744 Edm = 4.11914 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297368.5847358 Edm = 9.79502 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297367.8273298 Edm = 1.07731 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297363.8313895 Edm = 0.759055 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297362.62642 Edm = 0.0763324 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297362.5549096 Edm = 0.001696 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297362.5463728 Edm = 0.00586552 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297362.4286456 Edm = 0.0318212 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297362.2192753 Edm = 0.142074 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297358.8961002 Edm = 1.42434 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297356.5094686 Edm = 1.29783 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297355.6376728 Edm = 0.0676497 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297355.546149 Edm = 0.00565615 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297355.5376446 Edm = 0.00338748 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297355.5276059 Edm = 0.00737418 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297355.4499699 Edm = 0.0671802 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297355.1151816 Edm = 0.279087 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297351.965363 Edm = 3.01995 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297350.2698933 Edm = 3.16628 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297348.3929317 Edm = 2.54555 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297347.2053906 Edm = 1.24315 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297345.2162056 Edm = 0.853156 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297344.284687 Edm = 0.826155 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297343.3131908 Edm = 0.084512 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297343.2105663 Edm = 0.0336594 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297343.173107 Edm = 0.0063974 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297343.1656904 Edm = 0.000901296 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297343.1625891 Edm = 0.00334052 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297343.1291823 Edm = 0.0396489 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297343.1204202 Edm = 0.00811548 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297342.0628408 Edm = 0.282582 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297338.9932672 Edm = 0.380548 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297338.3875029 Edm = 0.204944 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297338.2583853 Edm = 0.0224547 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297338.2292012 Edm = 0.00249202 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297338.2255684 Edm = 0.000222946 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297338.2246213 Edm = 0.000846016 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297338.2177231 Edm = 0.00944364 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297337.9547033 Edm = 0.0798889 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297336.3869463 Edm = 0.816956 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297334.5908707 Edm = 1.19086 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297333.7805106 Edm = 0.176772 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297333.5498267 Edm = 0.162129 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297333.3442612 Edm = 0.0379155 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297333.2965089 Edm = 0.00408756 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297333.2909841 Edm = 0.00128418 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297333.2900484 Edm = 0.000210347 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297333.2895711 Edm = 0.000340145 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297333.2862085 Edm = 0.00279848 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297333.1988069 Edm = 0.0733959 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297331.2107902 Edm = 0.650235 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297330.4713188 Edm = 0.104824 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297330.3631623 Edm = 0.0101175 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297330.3508821 Edm = 0.00148215 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297330.3478898 Edm = 0.000959697 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297330.3449155 Edm = 0.00149467 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297330.335915 Edm = 0.00864249 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297330.2370454 Edm = 0.0989461 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297330.1965624 Edm = 0.0414684 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297330.1363193 Edm = 0.0475681 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297329.6008815 Edm = 0.47371 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297329.3347774 Edm = 0.361508 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297328.6568333 Edm = 0.418065 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297327.7808805 Edm = 0.490278 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297327.2300468 Edm = 0.138442 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297327.0695131 Edm = 0.0062115 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297327.063109 Edm = 0.000436345 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297327.0626025 Edm = 0.000117492 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297327.062327 Edm = 0.000114298 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297327.0616129 Edm = 0.000590156 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297327.0501695 Edm = 0.0133202 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297326.7577222 Edm = 0.15902 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297326.4123934 Edm = 0.0101676 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297326.4023101 Edm = 0.00059278 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297326.40168 Edm = 3.87069e-05 NCalls = 374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304501.3570215 Edm = 45.6002 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304501.3570215 Edm = 45.6002 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300718.3213312 Edm = 5.55417 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300712.2065774 Edm = 4.77337 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300443.7940806 Edm = 246.864 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297964.6922922 Edm = 4.51575 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297928.8235941 Edm = 3.11271 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297927.2017111 Edm = 0.0630636 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297926.4857729 Edm = 0.72646 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297846.0252247 Edm = 26.8832 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297697.5191745 Edm = 43.7514 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297537.2098983 Edm = 21.5738 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297482.6643454 Edm = 12.398 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297470.9094535 Edm = 8.18728 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297465.7379215 Edm = 0.105676 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297465.5862835 Edm = 0.0287314 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297464.2144264 Edm = 1.45061 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297425.0587467 Edm = 11.7966 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297349.8133352 Edm = 13.8005 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297331.2357934 Edm = 1.26498 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297328.87438 Edm = 0.560922 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297327.9792387 Edm = 0.0751298 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297327.8626695 Edm = 0.0479711 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297327.5044448 Edm = 0.368565 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297326.93286 Edm = 0.520949 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297312.7731171 Edm = 5.82826 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297307.1353808 Edm = 0.803503 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297306.3610268 Edm = 0.0266143 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297306.3301275 Edm = 0.0108745 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297306.0732395 Edm = 0.295392 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297301.4822565 Edm = 3.80426 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297269.3061224 Edm = 5.12301 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297259.2084914 Edm = 1.26456 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297256.3738199 Edm = 3.25893 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297253.9520726 Edm = 2.64116 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297248.4824716 Edm = 1.97342 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297245.5748377 Edm = 5.64324 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297242.3265313 Edm = 2.466 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297238.3323169 Edm = 0.700889 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297237.9566264 Edm = 0.0481596 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297237.9193125 Edm = 0.0100627 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297237.9109584 Edm = 0.00342863 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297237.8965051 Edm = 0.011276 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297237.180549 Edm = 1.07581 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297237.0315618 Edm = 0.139735 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297235.033797 Edm = 1.64578 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297223.9545972 Edm = 1.39287 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297222.2061173 Edm = 0.149749 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297222.1133659 Edm = 0.0238141 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297222.097353 Edm = 0.00236262 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297222.0946762 Edm = 0.000905115 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297222.0883216 Edm = 0.00679222 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297221.9928063 Edm = 0.104365 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297220.9076952 Edm = 0.0499736 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297212.8874301 Edm = 1.674 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297209.632766 Edm = 0.413561 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297209.2657185 Edm = 0.0236724 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297209.2439051 Edm = 0.00228001 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297209.2405333 Edm = 0.000445263 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297209.2392995 Edm = 0.000447558 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297209.2292663 Edm = 0.00886251 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297208.7499547 Edm = 0.396938 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297206.8740619 Edm = 0.126787 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297206.7891698 Edm = 0.0751083 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297206.6984477 Edm = 0.0370189 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297206.6097572 Edm = 0.0180137 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297206.5885313 Edm = 0.00363821 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297206.5851728 Edm = 0.001814 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297206.5837827 Edm = 0.000166746 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297206.5834731 Edm = 0.000101264 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297206.5807785 Edm = 0.00249117 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297206.4624776 Edm = 0.102135 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297205.9248347 Edm = 0.252677 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297205.5570669 Edm = 0.0188425 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297205.5402571 Edm = 0.0025714 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297205.5385703 Edm = 0.000151313 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297205.5383478 Edm = 3.42719e-05 NCalls = 238 -VariableMetric: After Hessian - FCN = 297205.5383478 Edm = 11.3877 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297205.5383478 Edm = 11.3877 NCalls = 711 -VariableMetric: Iteration # 77 - FCN = 297203.7093166 Edm = 0.679861 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297203.6389559 Edm = 4.62943 NCalls = 718 -VariableMetric: Iteration # 79 - FCN = 297202.4703656 Edm = 0.213945 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297202.0225795 Edm = 0.301501 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297201.8197336 Edm = 0.295411 NCalls = 728 -VariableMetric: Iteration # 82 - FCN = 297201.4680849 Edm = 0.116513 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297201.2412968 Edm = 0.0844534 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297201.1070886 Edm = 0.0187942 NCalls = 736 -VariableMetric: Iteration # 85 - FCN = 297201.0642604 Edm = 0.0223109 NCalls = 738 -VariableMetric: Iteration # 86 - FCN = 297201.0356145 Edm = 0.00397395 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297201.0270283 Edm = 0.00382634 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297201.015388 Edm = 0.00315915 NCalls = 744 -VariableMetric: Iteration # 89 - FCN = 297201.0023499 Edm = 0.00379711 NCalls = 746 -VariableMetric: Iteration # 90 - FCN = 297200.9872575 Edm = 0.00592041 NCalls = 748 -VariableMetric: Iteration # 91 - FCN = 297200.9585225 Edm = 0.00665471 NCalls = 750 -VariableMetric: Iteration # 92 - FCN = 297200.9378018 Edm = 0.00669766 NCalls = 752 -VariableMetric: Iteration # 93 - FCN = 297200.919405 Edm = 0.00274325 NCalls = 754 -VariableMetric: Iteration # 94 - FCN = 297200.9077431 Edm = 0.00560398 NCalls = 756 -VariableMetric: Iteration # 95 - FCN = 297200.8890084 Edm = 0.00957138 NCalls = 758 -VariableMetric: Iteration # 96 - FCN = 297200.8569581 Edm = 0.00869927 NCalls = 760 -VariableMetric: Iteration # 97 - FCN = 297200.827877 Edm = 0.0065995 NCalls = 762 -VariableMetric: Iteration # 98 - FCN = 297200.8120337 Edm = 0.00257411 NCalls = 764 -VariableMetric: Iteration # 99 - FCN = 297200.8008406 Edm = 0.00211759 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297200.7951952 Edm = 0.000862439 NCalls = 768 -VariableMetric: Iteration # 101 - FCN = 297200.7931106 Edm = 0.000608622 NCalls = 770 -VariableMetric: Iteration # 102 - FCN = 297200.7912774 Edm = 0.000264275 NCalls = 772 -VariableMetric: Iteration # 103 - FCN = 297200.7903898 Edm = 0.00021075 NCalls = 774 -VariableMetric: Iteration # 104 - FCN = 297200.7900301 Edm = 4.04938e-05 NCalls = 776 -VariableMetric: After Hessian - FCN = 297200.7900301 Edm = 0.000218099 NCalls = 1257 -VariableMetric: Iteration # 105 - FCN = 297200.7900301 Edm = 0.000218099 NCalls = 1257 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306205.1956284 Edm = 11.2032 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306205.1956284 Edm = 11.2032 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298599.7503118 Edm = 2.16064 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298576.3499072 Edm = 2.63646 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298572.4272138 Edm = 3.03335 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298441.5838957 Edm = 72.0527 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298300.3699831 Edm = 1.70224 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298294.8873994 Edm = 7.84559 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298218.7961853 Edm = 51.0694 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297904.591987 Edm = 0.993761 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297901.5663171 Edm = 0.543035 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297900.3464771 Edm = 0.480557 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297853.4049113 Edm = 29.9341 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297754.6183335 Edm = 16.4911 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297734.8262623 Edm = 10.8683 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297728.2557474 Edm = 1.36274 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297727.3775683 Edm = 0.123617 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297727.1551722 Edm = 0.11351 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297722.2686982 Edm = 4.03366 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297697.5822908 Edm = 1.69299 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297695.7899381 Edm = 0.0694276 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297695.4245526 Edm = 0.281216 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297680.6145618 Edm = 11.5213 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297518.8552432 Edm = 16.5094 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297480.1726558 Edm = 8.06241 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297472.5056608 Edm = 1.5274 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297471.1393067 Edm = 0.0648021 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297471.0580294 Edm = 0.00690423 NCalls = 84 -VariableMetric: Iteration # 27 - FCN = 297471.0289612 Edm = 0.0174181 NCalls = 86 -VariableMetric: Iteration # 28 - FCN = 297470.8259723 Edm = 0.144585 NCalls = 89 -VariableMetric: Iteration # 29 - FCN = 297460.6671578 Edm = 7.47751 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297434.867969 Edm = 12.5994 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297421.3580244 Edm = 8.51231 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297418.4382949 Edm = 1.98145 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297415.2684831 Edm = 0.592993 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297414.5551417 Edm = 0.118289 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297414.4455353 Edm = 0.0289656 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297414.4139799 Edm = 0.00351868 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297414.4077702 Edm = 0.00286788 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297414.3365153 Edm = 0.0703903 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297414.0904393 Edm = 0.22345 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297406.4601282 Edm = 1.96204 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297404.5157237 Edm = 0.876545 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297404.0300011 Edm = 0.271028 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297403.344483 Edm = 0.26705 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297403.0534701 Edm = 0.0781287 NCalls = 137 -VariableMetric: Iteration # 45 - FCN = 297402.9778341 Edm = 0.0156183 NCalls = 140 -VariableMetric: Iteration # 46 - FCN = 297402.9523973 Edm = 0.0012106 NCalls = 142 -VariableMetric: Iteration # 47 - FCN = 297402.9508589 Edm = 0.000274923 NCalls = 144 -VariableMetric: Iteration # 48 - FCN = 297402.9496746 Edm = 0.00109157 NCalls = 146 -VariableMetric: Iteration # 49 - FCN = 297402.9285382 Edm = 0.0204792 NCalls = 151 -VariableMetric: Iteration # 50 - FCN = 297402.9218808 Edm = 0.00624455 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297402.4282225 Edm = 0.476888 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297399.984526 Edm = 0.873313 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297399.0808549 Edm = 0.134205 NCalls = 164 -VariableMetric: Iteration # 54 - FCN = 297398.9383096 Edm = 0.0145846 NCalls = 165 -VariableMetric: Iteration # 55 - FCN = 297398.9227976 Edm = 0.000382056 NCalls = 167 -VariableMetric: Iteration # 56 - FCN = 297398.9220024 Edm = 0.000427542 NCalls = 169 -VariableMetric: Iteration # 57 - FCN = 297398.8938539 Edm = 0.0318848 NCalls = 174 -VariableMetric: Iteration # 58 - FCN = 297398.8781174 Edm = 0.019126 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297398.8762961 Edm = 0.00166776 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297398.7728306 Edm = 0.0866241 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297397.2621625 Edm = 0.434827 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297397.1248612 Edm = 0.111093 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297397.003925 Edm = 0.0203044 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297396.973151 Edm = 0.0265849 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297396.8786521 Edm = 0.0172897 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297396.8255584 Edm = 0.0688052 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297396.7979702 Edm = 0.0132359 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297396.7708326 Edm = 0.00395841 NCalls = 212 -VariableMetric: Iteration # 69 - FCN = 297396.7635201 Edm = 0.000747698 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297396.7629894 Edm = 0.000229187 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297396.762765 Edm = 6.47595e-05 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297396.7622778 Edm = 0.000384268 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297396.7478083 Edm = 0.0127343 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297396.4060878 Edm = 0.600733 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297395.7391278 Edm = 0.160815 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297395.6518502 Edm = 0.297535 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297395.4046755 Edm = 0.0129259 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297395.375373 Edm = 0.0113931 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297395.3356358 Edm = 0.00863395 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297395.3265914 Edm = 0.00489966 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297395.3215421 Edm = 0.000808769 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297395.3206728 Edm = 0.000127164 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297395.3203601 Edm = 0.000247969 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297395.3099193 Edm = 0.00966263 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297394.6989479 Edm = 0.896516 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297394.2090112 Edm = 0.297224 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297393.7223467 Edm = 1.02913 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297393.6391172 Edm = 0.108741 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297393.4291079 Edm = 0.123877 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297392.9787871 Edm = 0.525261 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297392.0273164 Edm = 0.594988 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297391.7973595 Edm = 0.591665 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297391.6489955 Edm = 0.691633 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297389.114458 Edm = 3.53142 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297385.544182 Edm = 7.27447 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297384.5823699 Edm = 1.69443 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297379.9746068 Edm = 4.43464 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297379.044209 Edm = 4.33983 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297378.3763932 Edm = 1.22418 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297375.4627486 Edm = 1.5847 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297374.7463538 Edm = 0.628233 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297373.5743915 Edm = 0.354871 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297373.0706039 Edm = 0.108189 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297372.8303153 Edm = 0.251991 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297372.3776788 Edm = 0.379606 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297371.7086898 Edm = 0.225559 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297371.4427366 Edm = 0.0776982 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297371.3874368 Edm = 0.00918358 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297371.3801903 Edm = 0.00148504 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297371.3775914 Edm = 0.00110976 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297371.368989 Edm = 0.0072969 NCalls = 351 -VariableMetric: Iteration # 112 - FCN = 297371.3150472 Edm = 0.0405338 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297370.7703945 Edm = 0.579467 NCalls = 358 -VariableMetric: Iteration # 114 - FCN = 297368.7102274 Edm = 1.09379 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297364.6915906 Edm = 1.93455 NCalls = 371 -VariableMetric: Iteration # 116 - FCN = 297364.4623422 Edm = 1.25824 NCalls = 373 -VariableMetric: Iteration # 117 - FCN = 297363.9602933 Edm = 0.159976 NCalls = 375 -VariableMetric: Iteration # 118 - FCN = 297363.8123611 Edm = 0.0183364 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297363.8001948 Edm = 0.000810461 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297363.7990018 Edm = 0.000530133 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297363.7941644 Edm = 0.00281228 NCalls = 384 -VariableMetric: Iteration # 122 - FCN = 297363.7898144 Edm = 0.00138729 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297363.7886939 Edm = 0.000162806 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297363.7885188 Edm = 1.72025e-05 NCalls = 391 -VariableMetric: After Hessian - FCN = 297363.7885188 Edm = 2.68022 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297363.7885188 Edm = 2.68022 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297363.2126303 Edm = 1.97684 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297362.9950115 Edm = 1.66364 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297362.6202691 Edm = 6.17759 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297362.0215004 Edm = 0.884902 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297361.9516072 Edm = 0.0719604 NCalls = 887 -VariableMetric: Iteration # 131 - FCN = 297361.8762747 Edm = 0.105182 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297361.8014971 Edm = 0.131183 NCalls = 895 -VariableMetric: Iteration # 133 - FCN = 297361.6865875 Edm = 0.184732 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297361.5575777 Edm = 0.398625 NCalls = 900 -VariableMetric: Iteration # 135 - FCN = 297361.4983186 Edm = 0.232002 NCalls = 903 -VariableMetric: Iteration # 136 - FCN = 297361.4178264 Edm = 0.0645808 NCalls = 905 -VariableMetric: Iteration # 137 - FCN = 297361.3084343 Edm = 0.0347074 NCalls = 908 -VariableMetric: Iteration # 138 - FCN = 297361.2688888 Edm = 0.0181057 NCalls = 910 -VariableMetric: Iteration # 139 - FCN = 297361.2552083 Edm = 0.0119853 NCalls = 912 -VariableMetric: Iteration # 140 - FCN = 297361.2381264 Edm = 0.01628 NCalls = 914 -VariableMetric: Iteration # 141 - FCN = 297361.220905 Edm = 0.0127817 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 297361.1951403 Edm = 0.0131075 NCalls = 920 -VariableMetric: Iteration # 143 - FCN = 297361.1753919 Edm = 0.00989381 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297361.1694047 Edm = 0.00269704 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297361.1663858 Edm = 0.00162934 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297361.1655238 Edm = 0.00065374 NCalls = 927 -VariableMetric: Iteration # 147 - FCN = 297361.164535 Edm = 0.000529325 NCalls = 929 -VariableMetric: Iteration # 148 - FCN = 297361.1627029 Edm = 0.00194741 NCalls = 931 -VariableMetric: Iteration # 149 - FCN = 297361.1599578 Edm = 0.000695381 NCalls = 934 -VariableMetric: Iteration # 150 - FCN = 297361.1595022 Edm = 0.000337614 NCalls = 936 -VariableMetric: Iteration # 151 - FCN = 297361.1591852 Edm = 0.000129113 NCalls = 938 -VariableMetric: Iteration # 152 - FCN = 297361.1578027 Edm = 0.00109209 NCalls = 942 -VariableMetric: Iteration # 153 - FCN = 297361.1543772 Edm = 0.0038738 NCalls = 948 -VariableMetric: Iteration # 154 - FCN = 297361.1506436 Edm = 0.008765 NCalls = 951 -VariableMetric: Iteration # 155 - FCN = 297361.1488884 Edm = 0.00188128 NCalls = 954 -VariableMetric: Iteration # 156 - FCN = 297361.1469786 Edm = 0.000960557 NCalls = 956 -VariableMetric: Iteration # 157 - FCN = 297361.1456443 Edm = 0.000698279 NCalls = 959 -VariableMetric: Iteration # 158 - FCN = 297361.1449442 Edm = 0.000553114 NCalls = 962 -VariableMetric: Iteration # 159 - FCN = 297361.1442449 Edm = 0.000283755 NCalls = 964 -VariableMetric: Iteration # 160 - FCN = 297361.1435702 Edm = 0.000572905 NCalls = 967 -VariableMetric: Iteration # 161 - FCN = 297361.1415694 Edm = 0.00126487 NCalls = 970 -VariableMetric: Iteration # 162 - FCN = 297361.1387987 Edm = 0.0054379 NCalls = 975 -VariableMetric: Iteration # 163 - FCN = 297361.1369302 Edm = 0.00111815 NCalls = 978 -VariableMetric: Iteration # 164 - FCN = 297361.135158 Edm = 0.00123698 NCalls = 981 -VariableMetric: Iteration # 165 - FCN = 297361.1343275 Edm = 0.00063979 NCalls = 983 -VariableMetric: Iteration # 166 - FCN = 297361.1335396 Edm = 0.000696843 NCalls = 986 -VariableMetric: Iteration # 167 - FCN = 297361.1332345 Edm = 0.000218372 NCalls = 989 -VariableMetric: Iteration # 168 - FCN = 297361.1329875 Edm = 0.000177027 NCalls = 991 -VariableMetric: Iteration # 169 - FCN = 297361.1328126 Edm = 4.91258e-05 NCalls = 993 -VariableMetric: After Hessian - FCN = 297361.1328126 Edm = 0.00320323 NCalls = 1480 -VariableMetric: Iteration # 170 - FCN = 297361.1328126 Edm = 0.00320323 NCalls = 1480 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 345219.6723565 Edm = 10050.8 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 345219.6723565 Edm = 10050.8 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309205.6146182 Edm = 118.51 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 308353.8169552 Edm = 211.199 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299886.8950447 Edm = 5.83796 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 299809.6827818 Edm = 19.6557 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298871.4790821 Edm = 15.7428 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 298852.0572239 Edm = 6.1248 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298520.5765202 Edm = 23.1273 NCalls = 47 -VariableMetric: Iteration # 8 - FCN = 298519.7424436 Edm = 292.992 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 298481.3918745 Edm = 1.96508 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 298446.9458712 Edm = 36.9349 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 297953.9991602 Edm = 30.7298 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 297905.5604737 Edm = 22.6589 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 297887.4857114 Edm = 2.11087 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 297885.7584427 Edm = 0.0416191 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 297885.6124025 Edm = 0.122772 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297874.9062171 Edm = 10.0942 NCalls = 80 -VariableMetric: Iteration # 17 - FCN = 297842.0307271 Edm = 16.3464 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 297827.8460743 Edm = 10.0684 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297804.8714249 Edm = 4.67585 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297789.6698977 Edm = 28.2539 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297774.5036275 Edm = 19.8004 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297747.2464899 Edm = 9.30521 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297744.2661841 Edm = 4.25143 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297735.7074232 Edm = 5.49122 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297727.8312368 Edm = 4.07952 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297713.5206125 Edm = 2.35786 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297712.0343503 Edm = 0.595055 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297711.2105799 Edm = 0.0352877 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297711.1489254 Edm = 0.0257935 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297706.979943 Edm = 3.11751 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297672.0255657 Edm = 10.0921 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297665.5936409 Edm = 0.768046 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297664.2570125 Edm = 0.0705266 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297664.1524715 Edm = 0.0107854 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297663.4248123 Edm = 0.633743 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297644.152292 Edm = 18.5623 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297632.1679598 Edm = 9.03963 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297622.8735447 Edm = 5.54123 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297620.8061188 Edm = 1.97391 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297617.3354611 Edm = 1.90909 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297615.7657514 Edm = 0.825487 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297614.5392134 Edm = 0.450757 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297613.3831139 Edm = 0.265369 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297611.8873081 Edm = 0.850772 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297611.7779814 Edm = 0.595037 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297611.2061385 Edm = 0.631209 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297610.1585604 Edm = 1.73558 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297605.8743753 Edm = 3.01499 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297596.9947844 Edm = 57.944 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297581.0646078 Edm = 22.7492 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297576.8849876 Edm = 4.62938 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297567.4434999 Edm = 0.946283 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297566.6265617 Edm = 0.503187 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297566.260905 Edm = 0.120831 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297565.7885211 Edm = 0.144235 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297565.5286816 Edm = 0.198262 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297565.3106324 Edm = 0.121197 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297565.1611966 Edm = 0.193323 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297564.6893349 Edm = 0.355203 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297564.3628623 Edm = 0.520161 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297563.4082974 Edm = 0.359226 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297562.8359833 Edm = 1.27779 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297561.771253 Edm = 0.795473 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297560.5541011 Edm = 0.151733 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297560.5021993 Edm = 0.0352598 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297560.4652123 Edm = 0.0101601 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297560.3699986 Edm = 0.0981813 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297560.2310061 Edm = 0.106639 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297559.1254446 Edm = 1.24902 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297558.6896715 Edm = 0.787774 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297555.2953197 Edm = 3.36376 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297555.129634 Edm = 0.45448 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297548.5765019 Edm = 4.69695 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297536.0317855 Edm = 2.59457 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297532.6020663 Edm = 0.911509 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297531.9978638 Edm = 1.21944 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297527.5688891 Edm = 3.19743 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297515.7494884 Edm = 0.958255 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297512.6864844 Edm = 0.67917 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297511.9002716 Edm = 0.0355466 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297511.8577456 Edm = 0.00345653 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297511.8415741 Edm = 0.00400671 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297511.8311622 Edm = 0.00757077 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297511.4720085 Edm = 0.4467 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297511.4065704 Edm = 0.107326 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297511.3552685 Edm = 0.0482027 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297511.1959074 Edm = 0.120294 NCalls = 304 -VariableMetric: Iteration # 88 - FCN = 297509.2656179 Edm = 1.48916 NCalls = 308 -VariableMetric: Iteration # 89 - FCN = 297501.8171609 Edm = 4.62721 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297498.6594277 Edm = 0.805459 NCalls = 315 -VariableMetric: Iteration # 91 - FCN = 297495.9334593 Edm = 7.14984 NCalls = 321 -VariableMetric: Iteration # 92 - FCN = 297495.8190684 Edm = 0.758394 NCalls = 323 -VariableMetric: Iteration # 93 - FCN = 297495.3359669 Edm = 0.230131 NCalls = 325 -VariableMetric: Iteration # 94 - FCN = 297493.3252238 Edm = 1.58796 NCalls = 329 -VariableMetric: Iteration # 95 - FCN = 297492.0470734 Edm = 0.683032 NCalls = 331 -VariableMetric: Iteration # 96 - FCN = 297491.1212991 Edm = 0.202163 NCalls = 333 -VariableMetric: Iteration # 97 - FCN = 297490.6207531 Edm = 0.207056 NCalls = 337 -VariableMetric: Iteration # 98 - FCN = 297490.1804234 Edm = 0.233344 NCalls = 340 -VariableMetric: Iteration # 99 - FCN = 297489.812534 Edm = 0.138644 NCalls = 343 -VariableMetric: Iteration # 100 - FCN = 297489.5306624 Edm = 0.364181 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297489.2652516 Edm = 0.201555 NCalls = 349 -VariableMetric: Iteration # 102 - FCN = 297489.0673942 Edm = 0.206383 NCalls = 354 -VariableMetric: Iteration # 103 - FCN = 297488.7796129 Edm = 0.147376 NCalls = 356 -VariableMetric: Iteration # 104 - FCN = 297488.6744644 Edm = 0.0925021 NCalls = 358 -VariableMetric: Iteration # 105 - FCN = 297488.5423716 Edm = 0.0297645 NCalls = 361 -VariableMetric: Iteration # 106 - FCN = 297488.4979399 Edm = 0.00252029 NCalls = 363 -VariableMetric: Iteration # 107 - FCN = 297488.4928824 Edm = 0.00231064 NCalls = 365 -VariableMetric: Iteration # 108 - FCN = 297488.4881243 Edm = 0.00505324 NCalls = 367 -VariableMetric: Iteration # 109 - FCN = 297488.298543 Edm = 0.179433 NCalls = 372 -VariableMetric: Iteration # 110 - FCN = 297484.7726801 Edm = 2.07044 NCalls = 377 -VariableMetric: Iteration # 111 - FCN = 297479.7860044 Edm = 5.62724 NCalls = 380 -VariableMetric: Iteration # 112 - FCN = 297478.4315557 Edm = 0.834568 NCalls = 382 -VariableMetric: Iteration # 113 - FCN = 297477.7264742 Edm = 0.0972577 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297477.5878892 Edm = 0.0478866 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297477.4981871 Edm = 0.051441 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297477.3576757 Edm = 0.0646352 NCalls = 394 -VariableMetric: Iteration # 117 - FCN = 297477.2570976 Edm = 0.174855 NCalls = 397 -VariableMetric: Iteration # 118 - FCN = 297477.1954747 Edm = 0.0353636 NCalls = 399 -VariableMetric: Iteration # 119 - FCN = 297477.1445023 Edm = 0.021144 NCalls = 402 -VariableMetric: Iteration # 120 - FCN = 297477.1052538 Edm = 0.0120751 NCalls = 405 -VariableMetric: Iteration # 121 - FCN = 297477.0810265 Edm = 0.00467766 NCalls = 407 -VariableMetric: Iteration # 122 - FCN = 297477.0780225 Edm = 0.00370197 NCalls = 409 -VariableMetric: Iteration # 123 - FCN = 297477.0725381 Edm = 0.00281012 NCalls = 411 -VariableMetric: Iteration # 124 - FCN = 297477.0328868 Edm = 0.0381812 NCalls = 414 -VariableMetric: Iteration # 125 - FCN = 297476.6931822 Edm = 0.238489 NCalls = 419 -VariableMetric: Iteration # 126 - FCN = 297475.6862044 Edm = 1.35247 NCalls = 421 -VariableMetric: Iteration # 127 - FCN = 297474.4766806 Edm = 0.727433 NCalls = 425 -VariableMetric: Iteration # 128 - FCN = 297473.5998588 Edm = 2.09105 NCalls = 427 -VariableMetric: Iteration # 129 - FCN = 297473.2898214 Edm = 0.787903 NCalls = 429 -VariableMetric: Iteration # 130 - FCN = 297472.6134957 Edm = 0.458145 NCalls = 431 -VariableMetric: Iteration # 131 - FCN = 297471.9253317 Edm = 0.269639 NCalls = 434 -VariableMetric: Iteration # 132 - FCN = 297471.6730376 Edm = 0.116266 NCalls = 437 -VariableMetric: Iteration # 133 - FCN = 297471.5192282 Edm = 0.0149918 NCalls = 439 -VariableMetric: Iteration # 134 - FCN = 297471.506602 Edm = 0.00228462 NCalls = 441 -VariableMetric: Iteration # 135 - FCN = 297471.5017069 Edm = 0.00355472 NCalls = 443 -VariableMetric: Iteration # 136 - FCN = 297471.4598887 Edm = 0.0257767 NCalls = 447 -VariableMetric: Iteration # 137 - FCN = 297471.4013535 Edm = 0.0044675 NCalls = 450 -VariableMetric: Iteration # 138 - FCN = 297471.3941862 Edm = 0.00371896 NCalls = 452 -VariableMetric: Iteration # 139 - FCN = 297471.3269636 Edm = 0.08243 NCalls = 457 -VariableMetric: Iteration # 140 - FCN = 297471.2881992 Edm = 0.0396771 NCalls = 462 -VariableMetric: Iteration # 141 - FCN = 297471.1186859 Edm = 0.0889826 NCalls = 468 -VariableMetric: Iteration # 142 - FCN = 297470.5206082 Edm = 0.433756 NCalls = 471 -VariableMetric: Iteration # 143 - FCN = 297469.0965451 Edm = 5.2224 NCalls = 473 -VariableMetric: Iteration # 144 - FCN = 297468.1206021 Edm = 0.710494 NCalls = 480 -VariableMetric: Iteration # 145 - FCN = 297466.3019406 Edm = 1.51187 NCalls = 482 -VariableMetric: Iteration # 146 - FCN = 297465.7954286 Edm = 0.140797 NCalls = 485 -VariableMetric: Iteration # 147 - FCN = 297465.6267044 Edm = 0.0280709 NCalls = 487 -VariableMetric: Iteration # 148 - FCN = 297465.2652146 Edm = 0.278212 NCalls = 493 -VariableMetric: Iteration # 149 - FCN = 297465.2477226 Edm = 0.0466541 NCalls = 495 -VariableMetric: Iteration # 150 - FCN = 297464.7959502 Edm = 0.286003 NCalls = 500 -VariableMetric: Iteration # 151 - FCN = 297464.3068204 Edm = 0.216792 NCalls = 505 -VariableMetric: Iteration # 152 - FCN = 297464.1986108 Edm = 0.103018 NCalls = 507 -VariableMetric: Iteration # 153 - FCN = 297464.0872688 Edm = 0.0379268 NCalls = 510 -VariableMetric: Iteration # 154 - FCN = 297463.8203055 Edm = 0.25411 NCalls = 514 -VariableMetric: Iteration # 155 - FCN = 297463.5346602 Edm = 0.277811 NCalls = 518 -VariableMetric: Iteration # 156 - FCN = 297463.4481744 Edm = 0.455178 NCalls = 520 -VariableMetric: Iteration # 157 - FCN = 297463.0555817 Edm = 0.13832 NCalls = 524 -VariableMetric: Iteration # 158 - FCN = 297462.7475531 Edm = 0.224939 NCalls = 527 -VariableMetric: Iteration # 159 - FCN = 297462.5680146 Edm = 0.266738 NCalls = 530 -VariableMetric: Iteration # 160 - FCN = 297462.2275781 Edm = 0.145745 NCalls = 533 -VariableMetric: Iteration # 161 - FCN = 297462.1770867 Edm = 0.0385238 NCalls = 535 -VariableMetric: Iteration # 162 - FCN = 297462.1312761 Edm = 0.0115757 NCalls = 537 -VariableMetric: Iteration # 163 - FCN = 297462.0975345 Edm = 0.00886189 NCalls = 539 -VariableMetric: Iteration # 164 - FCN = 297462.0814083 Edm = 0.000925761 NCalls = 541 -VariableMetric: Iteration # 165 - FCN = 297462.0805095 Edm = 8.55646e-05 NCalls = 542 -VariableMetric: Iteration # 166 - FCN = 297462.0801724 Edm = 0.000260585 NCalls = 544 -VariableMetric: Iteration # 167 - FCN = 297462.0498412 Edm = 0.0304077 NCalls = 551 -VariableMetric: Iteration # 168 - FCN = 297460.961032 Edm = 1.1503 NCalls = 556 -VariableMetric: Iteration # 169 - FCN = 297459.8062275 Edm = 1.0937 NCalls = 561 -VariableMetric: Iteration # 170 - FCN = 297457.1612698 Edm = 0.090382 NCalls = 564 -VariableMetric: Iteration # 171 - FCN = 297457.0677957 Edm = 0.0167419 NCalls = 566 -VariableMetric: Iteration # 172 - FCN = 297457.0578907 Edm = 0.00205147 NCalls = 568 -VariableMetric: Iteration # 173 - FCN = 297457.0562391 Edm = 0.000852921 NCalls = 570 -VariableMetric: Iteration # 174 - FCN = 297457.055732 Edm = 0.00024435 NCalls = 572 -VariableMetric: Iteration # 175 - FCN = 297457.055495 Edm = 7.64815e-05 NCalls = 574 -VariableMetric: After Hessian - FCN = 297457.055495 Edm = 4724.03 NCalls = 1055 -VariableMetric: Iteration # 176 - FCN = 297457.055495 Edm = 4724.03 NCalls = 1055 -VariableMetric: Iteration # 177 - FCN = 297456.755225 Edm = 5106.2 NCalls = 1062 -VariableMetric: Iteration # 178 - FCN = 297456.7546161 Edm = 384.344 NCalls = 1067 -VariableMetric: Iteration # 179 - FCN = 297456.6782255 Edm = 7678.4 NCalls = 1070 -VariableMetric: Iteration # 180 - FCN = 297456.6027331 Edm = 800.816 NCalls = 1073 -VariableMetric: Iteration # 181 - FCN = 297456.5680759 Edm = 676.821 NCalls = 1077 -VariableMetric: Iteration # 182 - FCN = 297456.3362501 Edm = 228.602 NCalls = 1080 -VariableMetric: Iteration # 183 - FCN = 297455.6884031 Edm = 331.318 NCalls = 1083 -VariableMetric: Iteration # 184 - FCN = 297454.9293507 Edm = 60.2431 NCalls = 1086 -VariableMetric: Iteration # 185 - FCN = 297454.7727537 Edm = 63.9705 NCalls = 1089 -VariableMetric: Iteration # 186 - FCN = 297454.6972009 Edm = 464.558 NCalls = 1091 -VariableMetric: Iteration # 187 - FCN = 297454.4864457 Edm = 43.4068 NCalls = 1094 -VariableMetric: Iteration # 188 - FCN = 297454.416047 Edm = 25.6617 NCalls = 1097 -VariableMetric: Iteration # 189 - FCN = 297453.6749888 Edm = 8.45381 NCalls = 1099 -VariableMetric: Iteration # 190 - FCN = 297452.8356911 Edm = 7.20384 NCalls = 1101 -VariableMetric: Iteration # 191 - FCN = 297452.1050727 Edm = 4.98521 NCalls = 1103 -VariableMetric: Iteration # 192 - FCN = 297451.6739683 Edm = 4.0332 NCalls = 1105 -VariableMetric: Iteration # 193 - FCN = 297451.2506802 Edm = 2.43516 NCalls = 1107 -VariableMetric: Iteration # 194 - FCN = 297450.9127973 Edm = 1.57641 NCalls = 1109 -VariableMetric: Iteration # 195 - FCN = 297449.1633543 Edm = 33.9131 NCalls = 1110 -VariableMetric: Iteration # 196 - FCN = 297448.6163305 Edm = 19.9302 NCalls = 1112 -VariableMetric: Iteration # 197 - FCN = 297448.2895236 Edm = 3.91554 NCalls = 1114 -VariableMetric: Iteration # 198 - FCN = 297446.4652759 Edm = 9.49294 NCalls = 1116 -VariableMetric: Iteration # 199 - FCN = 297444.8051916 Edm = 25.2577 NCalls = 1118 -VariableMetric: Iteration # 200 - FCN = 297441.8594434 Edm = 8.53018 NCalls = 1121 -VariableMetric: Iteration # 201 - FCN = 297439.2738927 Edm = 71.2919 NCalls = 1126 -VariableMetric: Iteration # 202 - FCN = 297436.7714212 Edm = 158.8 NCalls = 1131 -VariableMetric: Iteration # 203 - FCN = 297434.0081926 Edm = 20.0052 NCalls = 1134 -VariableMetric: Iteration # 204 - FCN = 297430.7216157 Edm = 7.95655 NCalls = 1136 -VariableMetric: Iteration # 205 - FCN = 297428.4239431 Edm = 2.45858 NCalls = 1139 -VariableMetric: Iteration # 206 - FCN = 297427.3888584 Edm = 1.59812 NCalls = 1142 -VariableMetric: Iteration # 207 - FCN = 297426.7451179 Edm = 0.607837 NCalls = 1144 -VariableMetric: Iteration # 208 - FCN = 297426.3545685 Edm = 0.314292 NCalls = 1146 -VariableMetric: Iteration # 209 - FCN = 297426.1923513 Edm = 0.116499 NCalls = 1148 -VariableMetric: Iteration # 210 - FCN = 297426.0638076 Edm = 0.0764113 NCalls = 1150 -VariableMetric: Iteration # 211 - FCN = 297425.9905875 Edm = 0.0558495 NCalls = 1153 -VariableMetric: Iteration # 212 - FCN = 297425.9048756 Edm = 0.0561346 NCalls = 1157 -VariableMetric: Iteration # 213 - FCN = 297425.8562779 Edm = 0.0622367 NCalls = 1160 -VariableMetric: Iteration # 214 - FCN = 297425.8054908 Edm = 0.0230659 NCalls = 1162 -VariableMetric: Iteration # 215 - FCN = 297425.7587061 Edm = 0.0283831 NCalls = 1165 -VariableMetric: Iteration # 216 - FCN = 297425.7250715 Edm = 0.0305501 NCalls = 1167 -VariableMetric: Iteration # 217 - FCN = 297425.6874961 Edm = 0.00962063 NCalls = 1169 -VariableMetric: Iteration # 218 - FCN = 297425.6651692 Edm = 0.00612091 NCalls = 1171 -VariableMetric: Iteration # 219 - FCN = 297425.6595918 Edm = 0.00356187 NCalls = 1173 -VariableMetric: Iteration # 220 - FCN = 297425.6554226 Edm = 0.00170336 NCalls = 1175 -VariableMetric: Iteration # 221 - FCN = 297425.650951 Edm = 0.00185143 NCalls = 1177 -VariableMetric: Iteration # 222 - FCN = 297425.6447844 Edm = 0.00203936 NCalls = 1179 -VariableMetric: Iteration # 223 - FCN = 297425.6413295 Edm = 0.000516357 NCalls = 1181 -VariableMetric: Iteration # 224 - FCN = 297425.6403768 Edm = 0.00012669 NCalls = 1183 -VariableMetric: Iteration # 225 - FCN = 297425.6402697 Edm = 2.10865e-05 NCalls = 1185 -VariableMetric: After Hessian - FCN = 297425.6402697 Edm = 0.00593067 NCalls = 1678 -VariableMetric: Iteration # 226 - FCN = 297425.6402697 Edm = 0.00593067 NCalls = 1678 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299527.0393201 Edm = 14.4812 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299527.0393201 Edm = 14.4812 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299292.002644 Edm = 1.22447 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 299289.3118923 Edm = 1.40431 NCalls = 5 -VariableMetric: Iteration # 3 - FCN = 299099.6866737 Edm = 201.041 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 299076.2868741 Edm = 23.4575 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 299054.8506305 Edm = 15.4215 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298277.6839282 Edm = 80.7041 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298159.6224151 Edm = 69.0536 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298123.8201878 Edm = 0.931389 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 298123.024668 Edm = 0.102191 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 298120.1999289 Edm = 2.79889 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 298059.5952045 Edm = 27.1184 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298010.316066 Edm = 0.91067 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298009.1668045 Edm = 0.177161 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297941.798825 Edm = 65.2195 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297884.7262313 Edm = 26.3842 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297848.2393429 Edm = 1.87738 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297846.9846025 Edm = 0.39849 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297844.8350576 Edm = 2.15834 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297776.8509457 Edm = 54.0827 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297592.5471858 Edm = 1.86753 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297589.5177072 Edm = 0.508225 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297588.7278129 Edm = 0.166516 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297588.3893936 Edm = 0.0679161 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297587.5721558 Edm = 0.670365 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297545.4063295 Edm = 13.8282 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297516.9147155 Edm = 0.509141 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297516.0045383 Edm = 0.0855092 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297515.8587689 Edm = 0.0260951 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297515.7701178 Edm = 0.0534685 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297515.3640874 Edm = 0.192447 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297509.3726478 Edm = 5.53865 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297418.1194324 Edm = 12.3313 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297406.2987836 Edm = 0.967785 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297404.6396378 Edm = 0.227525 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297404.2571137 Edm = 0.0275494 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297404.2259461 Edm = 0.00196778 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297404.2144512 Edm = 0.0081379 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297403.9244778 Edm = 0.279325 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297403.7983199 Edm = 0.0976737 NCalls = 124 -VariableMetric: Iteration # 40 - FCN = 297394.2165158 Edm = 3.64448 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297381.9976961 Edm = 4.525 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297372.2204383 Edm = 3.99042 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297366.2902432 Edm = 3.53836 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297364.4896482 Edm = 1.62594 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297361.8058713 Edm = 0.8909 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297359.277324 Edm = 0.627466 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297358.7110152 Edm = 0.147548 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297358.6068013 Edm = 0.0330942 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297358.5802557 Edm = 0.00360363 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297358.5747689 Edm = 0.00139796 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297358.5679177 Edm = 0.0066699 NCalls = 157 -VariableMetric: Iteration # 52 - FCN = 297358.4754626 Edm = 0.106894 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297358.3950238 Edm = 0.0754389 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297349.0335772 Edm = 4.02425 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297342.9640032 Edm = 1.24238 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297341.9461889 Edm = 0.165297 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297341.7882987 Edm = 0.0082615 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297341.7776174 Edm = 0.00147321 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297341.7757502 Edm = 0.000437569 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297341.7746997 Edm = 0.000793281 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297341.7486243 Edm = 0.0265506 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297341.3315482 Edm = 0.0432958 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297337.6421562 Edm = 1.16802 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297333.2023194 Edm = 0.587808 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297332.3831407 Edm = 0.0541453 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297332.3216134 Edm = 0.00379004 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297332.3173223 Edm = 0.00052553 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297332.31528 Edm = 0.00150002 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297332.2857138 Edm = 0.0319276 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297331.6920025 Edm = 0.593063 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297331.6853737 Edm = 0.00460169 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297330.8278399 Edm = 0.483925 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297328.607433 Edm = 0.272692 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297328.26613 Edm = 0.0925248 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297328.1732839 Edm = 0.0194611 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297328.1511901 Edm = 0.00180637 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297328.149331 Edm = 0.000166478 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297328.1469453 Edm = 0.0020854 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297327.9637566 Edm = 0.187515 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297327.0073471 Edm = 0.775421 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297323.7197767 Edm = 0.258129 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297323.4949068 Edm = 0.0095962 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297323.482341 Edm = 0.000987832 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297323.480653 Edm = 0.000317909 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297323.480157 Edm = 0.000115202 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297323.4794458 Edm = 0.000641032 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297323.3944118 Edm = 0.0848897 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297322.366212 Edm = 0.451157 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297321.4376216 Edm = 0.0564424 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297321.3775114 Edm = 0.0023597 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297321.3750643 Edm = 0.000208108 NCalls = 281 -VariableMetric: Iteration # 92 - FCN = 297321.3747656 Edm = 2.76162e-05 NCalls = 283 -VariableMetric: After Hessian - FCN = 297321.3747656 Edm = 2.25746 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297321.3747656 Edm = 2.25746 NCalls = 758 -VariableMetric: Iteration # 94 - FCN = 297319.3013689 Edm = 14.9071 NCalls = 761 -VariableMetric: Iteration # 95 - FCN = 297318.8036982 Edm = 0.0907815 NCalls = 763 -VariableMetric: Iteration # 96 - FCN = 297318.6493924 Edm = 0.0129373 NCalls = 766 -VariableMetric: Iteration # 97 - FCN = 297318.6133535 Edm = 0.00998516 NCalls = 768 -VariableMetric: Iteration # 98 - FCN = 297318.5984012 Edm = 0.00591264 NCalls = 770 -VariableMetric: Iteration # 99 - FCN = 297318.5902026 Edm = 0.00242616 NCalls = 773 -VariableMetric: Iteration # 100 - FCN = 297318.5854816 Edm = 0.00314586 NCalls = 776 -VariableMetric: Iteration # 101 - FCN = 297318.5791695 Edm = 0.00267219 NCalls = 780 -VariableMetric: Iteration # 102 - FCN = 297318.5721984 Edm = 0.00380891 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297318.5708752 Edm = 0.00145948 NCalls = 786 -VariableMetric: Iteration # 104 - FCN = 297318.5687313 Edm = 0.000932537 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297318.5677894 Edm = 0.000573725 NCalls = 790 -VariableMetric: Iteration # 106 - FCN = 297318.5668959 Edm = 0.000639032 NCalls = 792 -VariableMetric: Iteration # 107 - FCN = 297318.5661044 Edm = 0.000368641 NCalls = 795 -VariableMetric: Iteration # 108 - FCN = 297318.5654847 Edm = 7.95807e-05 NCalls = 797 -VariableMetric: Iteration # 109 - FCN = 297318.5653922 Edm = 2.17599e-05 NCalls = 799 -VariableMetric: After Hessian - FCN = 297318.5653922 Edm = 0.00912445 NCalls = 1280 -VariableMetric: Iteration # 110 - FCN = 297318.5653922 Edm = 0.00912445 NCalls = 1280 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335357.925906 Edm = 315.668 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335357.925906 Edm = 315.668 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306682.4657354 Edm = 17.1257 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306254.6413281 Edm = 22.5123 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298354.8601095 Edm = 3406.41 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 298100.6108154 Edm = 16.1515 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 298098.5580038 Edm = 1.40247 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298095.8845678 Edm = 0.927623 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298040.8242883 Edm = 33.4092 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 297843.3980351 Edm = 0.661688 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297842.8096679 Edm = 0.173884 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297842.109509 Edm = 0.696772 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297807.602575 Edm = 4.6115 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297798.0335934 Edm = 1.47238 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297790.2782821 Edm = 2.1231 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297775.7320477 Edm = 3.0942 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297767.9430352 Edm = 22.8274 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297727.1659217 Edm = 28.4217 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297692.0329764 Edm = 91.9559 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297649.8692928 Edm = 13.4953 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297630.274354 Edm = 24.9742 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297602.3918874 Edm = 18.4254 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297579.8038473 Edm = 7.49111 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297572.7482481 Edm = 3.82962 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297568.9186879 Edm = 1.72734 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297567.1593517 Edm = 0.175659 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297566.9175449 Edm = 0.0376134 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297566.848215 Edm = 0.0519854 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297563.1068035 Edm = 3.55293 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297510.9524377 Edm = 97.5195 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297506.8373548 Edm = 4.59882 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297502.6011053 Edm = 2.47307 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297494.3264764 Edm = 1.7431 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297492.003485 Edm = 0.622612 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297490.6946013 Edm = 0.29508 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297490.2619725 Edm = 0.0438231 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297490.1695827 Edm = 0.0306499 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297489.9696788 Edm = 0.044873 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297489.9107339 Edm = 0.0385221 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297486.9102767 Edm = 2.3426 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297463.2457007 Edm = 29.3603 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297449.2137198 Edm = 6.96642 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297443.6568376 Edm = 1.68636 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297441.5474127 Edm = 0.0999654 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297441.4115377 Edm = 0.0336896 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297441.3357341 Edm = 0.0153142 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297441.2660671 Edm = 0.0301405 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297440.8034849 Edm = 0.39228 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297433.5177186 Edm = 7.42071 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297430.1020478 Edm = 6.29312 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297424.271124 Edm = 5.75032 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297413.8548816 Edm = 0.763579 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297413.4138975 Edm = 0.229853 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297413.1981306 Edm = 0.056382 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297413.1436645 Edm = 0.0133156 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297413.1126281 Edm = 0.0110578 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297413.0918869 Edm = 0.00227639 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297413.0886069 Edm = 0.000905134 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297413.0800246 Edm = 0.0105263 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297413.0640312 Edm = 0.0140657 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297410.2205897 Edm = 1.81453 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297408.5174397 Edm = 0.254035 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297408.2246848 Edm = 0.0498648 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297408.1642573 Edm = 0.0165471 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297408.1489366 Edm = 0.0012697 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297408.1471888 Edm = 0.000267512 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297408.1464657 Edm = 0.000231609 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297408.1391437 Edm = 0.00677946 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297407.6065723 Edm = 0.265171 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297406.9135833 Edm = 0.0511293 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297406.8712284 Edm = 0.0051749 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297406.8672079 Edm = 0.000152082 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297406.8668538 Edm = 0.000252799 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297406.8638755 Edm = 0.00196529 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297406.8186726 Edm = 0.0340827 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297405.7890391 Edm = 0.288502 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297405.4065767 Edm = 0.0260067 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297405.3878379 Edm = 0.00103014 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297405.3869959 Edm = 8.07359e-05 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297405.38685 Edm = 8.59638e-05 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297405.3721695 Edm = 0.0166189 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297405.3717362 Edm = 0.000397082 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297405.2995988 Edm = 0.0050556 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297404.8907702 Edm = 0.0923973 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297404.7335633 Edm = 0.00681641 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297404.7263819 Edm = 0.00013882 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297404.7261368 Edm = 8.73329e-05 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297404.7248573 Edm = 0.00118418 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297404.5923983 Edm = 0.119944 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297403.7744341 Edm = 0.0167063 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297403.7565508 Edm = 0.0001698 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297403.7563763 Edm = 1.90129e-05 NCalls = 290 -VariableMetric: After Hessian - FCN = 297403.7563763 Edm = 141.978 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297403.7563763 Edm = 141.978 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297403.1743824 Edm = 1005.53 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297403.17157 Edm = 179.09 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297403.1226943 Edm = 847.819 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297402.8971622 Edm = 2314.82 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297402.8250956 Edm = 871.52 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297402.692216 Edm = 350.598 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297402.176303 Edm = 259.485 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297401.0367127 Edm = 886.962 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297400.3851219 Edm = 89.4316 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297400.1382276 Edm = 76.2282 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297400.0474154 Edm = 221.98 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297399.5112868 Edm = 26.7091 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297399.0043174 Edm = 19.0941 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297398.6190405 Edm = 80.5901 NCalls = 806 -VariableMetric: Iteration # 106 - FCN = 297397.715902 Edm = 14.1543 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297396.9339644 Edm = 10.2573 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297395.6205566 Edm = 205.339 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297395.0754 Edm = 19.0765 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297393.6552388 Edm = 9.8561 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297392.2831071 Edm = 9.25248 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297390.8492737 Edm = 8.00742 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297389.3109215 Edm = 4.43601 NCalls = 822 -VariableMetric: Iteration # 114 - FCN = 297387.8397688 Edm = 16.0186 NCalls = 823 -VariableMetric: Iteration # 115 - FCN = 297386.3146799 Edm = 5.07688 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297384.3746393 Edm = 1.30043 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297383.5621114 Edm = 1.07051 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297383.4316351 Edm = 0.312964 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297383.3014352 Edm = 0.139503 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297383.1520036 Edm = 0.100238 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297383.0788231 Edm = 0.0876337 NCalls = 839 -VariableMetric: Iteration # 122 - FCN = 297383.0176179 Edm = 0.0462475 NCalls = 842 -VariableMetric: Iteration # 123 - FCN = 297382.9352278 Edm = 0.108085 NCalls = 846 -VariableMetric: Iteration # 124 - FCN = 297382.8120143 Edm = 0.251181 NCalls = 852 -VariableMetric: Iteration # 125 - FCN = 297382.7676275 Edm = 0.187586 NCalls = 855 -VariableMetric: Iteration # 126 - FCN = 297382.6361733 Edm = 0.158514 NCalls = 858 -VariableMetric: Iteration # 127 - FCN = 297382.5100877 Edm = 0.0705159 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297382.4566609 Edm = 0.0270359 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297382.4332843 Edm = 0.00409992 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297382.4274395 Edm = 0.002004 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297382.4244059 Edm = 0.00187244 NCalls = 869 -VariableMetric: Iteration # 132 - FCN = 297382.4228274 Edm = 0.00100121 NCalls = 871 -VariableMetric: Iteration # 133 - FCN = 297382.4203155 Edm = 0.00161023 NCalls = 873 -VariableMetric: Iteration # 134 - FCN = 297382.408729 Edm = 0.00855111 NCalls = 876 -VariableMetric: Iteration # 135 - FCN = 297382.3816962 Edm = 0.00450732 NCalls = 878 -VariableMetric: Iteration # 136 - FCN = 297382.3760543 Edm = 0.000456299 NCalls = 880 -VariableMetric: Iteration # 137 - FCN = 297382.3756139 Edm = 1.93502e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297382.3756139 Edm = 1.66974e-05 NCalls = 1364 -VariableMetric: Iteration # 138 - FCN = 297382.3756139 Edm = 1.66974e-05 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314893.906028 Edm = 31050.8 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314893.906028 Edm = 31050.8 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306586.8866164 Edm = 111.229 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302438.3157341 Edm = 4.02516 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 302080.3943964 Edm = 23.8746 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 301564.5509948 Edm = 1181.83 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 301044.3797698 Edm = 3.5234 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 301034.3641044 Edm = 3.25113 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 301028.7370639 Edm = 4.08347 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 300655.6076815 Edm = 146.977 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 300119.8293394 Edm = 539.432 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298909.0056341 Edm = 4312.74 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 298268.6431205 Edm = 169.02 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 297980.5159925 Edm = 221.784 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 297779.8750174 Edm = 77.1382 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 297716.2804922 Edm = 12.1683 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297693.4974409 Edm = 0.345077 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297693.1920053 Edm = 0.0578842 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297692.3710061 Edm = 0.699352 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297489.8148376 Edm = 3.48655 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297486.7326568 Edm = 0.0641974 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297486.5143325 Edm = 0.133862 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297470.5693751 Edm = 12.5497 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297393.9314862 Edm = 14.0116 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297373.6169145 Edm = 6.99327 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297367.0222329 Edm = 1.23832 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297365.2714706 Edm = 0.0381682 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297365.193312 Edm = 0.0262902 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297364.5842563 Edm = 0.649387 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297346.5803762 Edm = 13.536 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297309.4464905 Edm = 19.895 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297298.2432981 Edm = 0.407972 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297297.7695505 Edm = 0.0366473 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297297.7240799 Edm = 0.00477121 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297297.7096353 Edm = 0.0095076 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297297.6447748 Edm = 0.0535978 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297292.8298914 Edm = 3.6833 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297278.161974 Edm = 2.43144 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297274.7363543 Edm = 0.770531 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297273.6748229 Edm = 0.481265 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297273.3494911 Edm = 0.0287152 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297273.3194712 Edm = 0.00312121 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297273.3034889 Edm = 0.0111258 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297270.3573357 Edm = 2.40915 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297246.6821071 Edm = 3.3451 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297243.461006 Edm = 0.408289 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297242.90568 Edm = 0.0601621 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297242.8275388 Edm = 0.0511833 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297242.7951794 Edm = 0.0046049 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297242.7886311 Edm = 0.000930451 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297242.784209 Edm = 0.00223112 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297242.7541203 Edm = 0.0302383 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297240.204802 Edm = 1.16807 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297233.3373047 Edm = 0.88648 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297232.5278952 Edm = 0.0281481 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297232.501426 Edm = 0.000914937 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297232.5003529 Edm = 0.000363389 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297232.498024 Edm = 0.00240609 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297232.2121581 Edm = 0.160509 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297229.313788 Edm = 1.9136 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297225.6901176 Edm = 0.515738 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297225.2538304 Edm = 0.0334881 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297225.2353671 Edm = 0.00356189 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297225.2319799 Edm = 0.000778135 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297225.2309513 Edm = 0.000441097 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297225.22893 Edm = 0.00157022 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297225.1630207 Edm = 0.054927 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297223.4065437 Edm = 1.25331 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297220.3849658 Edm = 0.453264 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297220.0324802 Edm = 0.0270533 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297220.0115576 Edm = 0.00147268 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297220.0105177 Edm = 0.000152719 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297220.0103175 Edm = 0.000104635 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297220.0051106 Edm = 0.0057184 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297219.8957922 Edm = 0.00548853 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297219.088311 Edm = 0.0996573 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297218.9079798 Edm = 0.00246247 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297218.905585 Edm = 0.000114972 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297218.9054608 Edm = 1.36795e-05 NCalls = 252 -VariableMetric: After Hessian - FCN = 297218.9054608 Edm = 0.783922 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297218.9054608 Edm = 0.783922 NCalls = 725 -VariableMetric: Iteration # 79 - FCN = 297218.1288382 Edm = 0.0833654 NCalls = 726 -VariableMetric: Iteration # 80 - FCN = 297218.0608062 Edm = 0.0196377 NCalls = 727 -VariableMetric: Iteration # 81 - FCN = 297218.0372755 Edm = 0.004413 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297218.031811 Edm = 0.00140947 NCalls = 732 -VariableMetric: Iteration # 83 - FCN = 297218.0240754 Edm = 0.00292719 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297218.0220203 Edm = 0.00380521 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297218.019693 Edm = 0.000634552 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297218.0181074 Edm = 0.000521051 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297218.0178386 Edm = 7.08736e-05 NCalls = 744 -VariableMetric: Iteration # 88 - FCN = 297218.0177424 Edm = 1.45128e-05 NCalls = 746 -VariableMetric: After Hessian - FCN = 297218.0177424 Edm = 3.15498e-05 NCalls = 1235 -VariableMetric: Iteration # 89 - FCN = 297218.0177424 Edm = 3.15498e-05 NCalls = 1235 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314740.6117142 Edm = 23.6772 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314740.6117142 Edm = 23.6772 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300556.4474833 Edm = 842.366 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299084.9673987 Edm = 894.644 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298754.0409658 Edm = 5.52341 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298742.8498348 Edm = 8.77809 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298444.8978195 Edm = 155.115 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298034.3588126 Edm = 12.341 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298026.8517844 Edm = 2.47949 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298024.2158938 Edm = 1.39415 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297600.4134712 Edm = 23.1547 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297528.9634359 Edm = 7.12321 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297519.1558759 Edm = 0.172353 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297518.5360513 Edm = 0.586162 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297503.4736308 Edm = 13.1145 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297313.4570149 Edm = 19.6235 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297294.1526424 Edm = 0.544403 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297293.4122844 Edm = 0.200206 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297292.8049033 Edm = 0.0398082 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297292.640256 Edm = 0.0865069 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297289.6521696 Edm = 2.88646 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297234.44851 Edm = 15.5335 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297219.7198511 Edm = 2.01749 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297217.8422114 Edm = 0.526956 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297216.4608281 Edm = 0.0237041 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297216.4362452 Edm = 0.00397711 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297216.4265066 Edm = 0.00729639 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297216.153406 Edm = 0.23406 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297194.4183527 Edm = 6.78463 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297184.7707825 Edm = 0.433608 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297184.4960788 Edm = 0.042197 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297184.4399447 Edm = 0.0036051 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297184.428267 Edm = 0.00482257 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297184.3995691 Edm = 0.0207377 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297183.0321126 Edm = 1.44718 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297182.1412187 Edm = 1.23289 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297181.5682761 Edm = 2.71321 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297181.5112433 Edm = 0.0981404 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297174.7782051 Edm = 3.7546 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297171.2966492 Edm = 0.621774 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297170.5954704 Edm = 0.102667 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297170.4525675 Edm = 0.110609 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297169.5617575 Edm = 0.791628 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297163.4484725 Edm = 1.79844 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297161.2691358 Edm = 0.357493 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297161.083754 Edm = 0.275073 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297160.9075518 Edm = 0.0236631 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297160.8453329 Edm = 0.0126824 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297160.8266903 Edm = 0.00110137 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297160.8233703 Edm = 0.0030971 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297160.6459961 Edm = 0.197356 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297160.6048407 Edm = 0.039332 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297145.2060368 Edm = 9.76358 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297134.3053065 Edm = 1.51845 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297133.1408957 Edm = 0.884667 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297132.5057058 Edm = 0.0958657 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297132.3577922 Edm = 0.0172339 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297132.3295468 Edm = 0.00385972 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297132.3239592 Edm = 0.00192015 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297132.3182625 Edm = 0.00404146 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297132.1402064 Edm = 0.178786 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297131.0458172 Edm = 0.907773 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297127.8309318 Edm = 4.21279 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297124.5337771 Edm = 3.5173 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297122.2381388 Edm = 1.78932 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297120.4280716 Edm = 1.1871 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297116.6983739 Edm = 1.94313 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297116.1722757 Edm = 1.00734 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297115.5381191 Edm = 0.492129 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297115.1775544 Edm = 0.0795949 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297115.1171576 Edm = 0.0055237 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297115.1103665 Edm = 0.000666767 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297115.1065684 Edm = 0.00234713 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297115.093573 Edm = 0.00605765 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297115.0260814 Edm = 0.0602247 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297114.6029004 Edm = 0.304989 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297112.213125 Edm = 1.45283 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297111.4232136 Edm = 1.31253 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297109.6762935 Edm = 0.405101 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297109.1833986 Edm = 0.0825555 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297109.0212636 Edm = 0.101432 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297108.8834407 Edm = 0.0562297 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297108.8141813 Edm = 0.0215988 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297108.7871021 Edm = 0.00258959 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297108.7842526 Edm = 0.000506119 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297108.7806118 Edm = 0.00317384 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297108.7127568 Edm = 0.05079 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297108.0050796 Edm = 0.487857 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297105.698593 Edm = 1.03992 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297105.0456705 Edm = 0.0618069 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297104.9780147 Edm = 0.00540037 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297104.9728418 Edm = 0.000827664 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297104.9720132 Edm = 0.000171347 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297104.9691964 Edm = 0.00231711 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297104.9320632 Edm = 0.0416952 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297104.0174974 Edm = 0.526655 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297102.5948756 Edm = 0.357575 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297102.2496057 Edm = 0.0780743 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297102.1781696 Edm = 0.0139845 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297102.1671838 Edm = 0.00133444 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297102.1652414 Edm = 0.000217633 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297102.1648907 Edm = 0.00010992 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297102.1644414 Edm = 0.000436912 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297102.1547886 Edm = 0.00777895 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297101.6862073 Edm = 0.331953 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297100.36264 Edm = 0.0826136 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297100.2957196 Edm = 0.00701914 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297100.2887683 Edm = 0.000338115 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297100.2883451 Edm = 8.66117e-05 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297100.2881788 Edm = 0.000161144 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297100.2865207 Edm = 0.00158052 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297100.1864507 Edm = 0.0885651 NCalls = 349 -VariableMetric: Iteration # 111 - FCN = 297099.5434889 Edm = 0.10889 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297099.4099965 Edm = 0.0156831 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297099.3984212 Edm = 0.000466538 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297099.3979043 Edm = 3.14745e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297099.3979043 Edm = 35.3854 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297099.3979043 Edm = 35.3854 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297099.1795424 Edm = 95.2449 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297095.9719428 Edm = 0.65833 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297094.9806632 Edm = 0.252976 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297094.7470822 Edm = 0.746668 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297093.4539326 Edm = 23.2821 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297092.7424061 Edm = 2.87764 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297092.0805885 Edm = 1.09395 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297090.8492655 Edm = 2.0082 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297086.9251975 Edm = 2.23607 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297085.4937594 Edm = 0.821304 NCalls = 874 -VariableMetric: Iteration # 126 - FCN = 297084.8426561 Edm = 0.250363 NCalls = 876 -VariableMetric: Iteration # 127 - FCN = 297084.526883 Edm = 0.134874 NCalls = 878 -VariableMetric: Iteration # 128 - FCN = 297084.3407996 Edm = 0.0584472 NCalls = 880 -VariableMetric: Iteration # 129 - FCN = 297084.2266391 Edm = 0.0297433 NCalls = 882 -VariableMetric: Iteration # 130 - FCN = 297084.164597 Edm = 0.0127393 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297084.1464196 Edm = 0.0041002 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297084.1382829 Edm = 0.00126337 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297084.136281 Edm = 0.000224978 NCalls = 890 -VariableMetric: Iteration # 134 - FCN = 297084.1358778 Edm = 9.43553e-05 NCalls = 892 -VariableMetric: Iteration # 135 - FCN = 297084.1356746 Edm = 5.50713e-05 NCalls = 894 -VariableMetric: After Hessian - FCN = 297084.1356746 Edm = 0.000169419 NCalls = 1379 -VariableMetric: Iteration # 136 - FCN = 297084.1356746 Edm = 0.000169419 NCalls = 1379 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1416 (1416 total) | -| EDM = 1.17E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297470.97103923326 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | -2.32 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.34 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 17.9 | 2.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.14 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | 4.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.35 | 0.21 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 2.07 | 0.30 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.441 | 0.019 | | | -2 | 2 | | -| 16| jpsi_p | -1.654 | 0.027 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.06 | 0.20 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 2.04 | 0.29 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.08 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | -6.2 | 0.9 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.067 0.109 0.007 -0.111 -0.026 -0.003 0.032 -0.249 0.010 0.031 -0.138 0.056 0.324 -0.044 -0.848 0.078 -0.004 0.135 -0.009 0.197 -0.113 0.074 0.173 | -| p4415_p | -0.067 1.000 0.056 0.148 0.041 -0.044 -0.005 -0.156 0.204 0.282 -0.207 0.002 -0.108 0.004 -0.040 0.008 -0.025 0.014 -0.173 0.025 -0.074 -0.023 -0.017 0.091 | -| p3770_p | 0.109 0.056 1.000 0.188 0.007 0.010 -0.001 -0.069 -0.115 0.252 -0.151 -0.255 0.012 0.269 0.011 0.039 0.106 0.027 -0.069 0.016 0.337 0.020 -0.218 -0.050 | -| p4040_p | 0.007 0.148 0.188 1.000 0.007 -0.015 -0.003 0.281 -0.051 0.263 -0.243 -0.301 -0.221 0.146 -0.013 0.019 -0.060 0.020 -0.016 0.022 -0.023 -0.004 -0.057 0.010 | -| rho_s | -0.111 0.041 0.007 0.007 1.000 -0.119 0.090 0.063 0.179 0.000 0.048 0.076 0.008 0.032 -0.132 0.180 -0.050 0.000 0.019 -0.001 0.043 0.334 0.031 0.315 | -| phi_s | -0.026 -0.044 0.010 -0.015 -0.119 1.000 0.003 -0.045 -0.164 -0.006 -0.035 -0.060 -0.009 0.022 0.928 0.026 0.018 0.000 0.001 0.000 -0.004 0.128 -0.024 -0.232 | -| omega_s | -0.003 -0.005 -0.001 -0.003 0.090 0.003 1.000 -0.004 -0.013 -0.003 -0.003 -0.005 -0.004 0.002 -0.018 0.004 -0.015 0.000 0.001 0.000 -0.000 0.673 -0.004 0.031 | -| p4160_s | 0.032 -0.156 -0.069 0.281 0.063 -0.045 -0.004 1.000 0.153 -0.188 0.102 0.272 -0.073 -0.054 -0.040 0.025 -0.044 0.003 0.338 0.008 -0.069 -0.015 0.017 0.096 | -| bplus_2 | -0.249 0.204 -0.115 -0.051 0.179 -0.164 -0.013 0.153 1.000 -0.065 0.119 0.695 -0.013 -0.232 -0.149 -0.029 0.049 0.005 -0.110 0.009 -0.081 -0.092 -0.078 0.402 | -| p4160_p | 0.010 0.282 0.252 0.263 0.000 -0.006 -0.003 -0.188 -0.065 1.000 -0.556 -0.396 -0.137 0.261 -0.005 0.021 0.017 0.026 -0.108 0.034 0.061 0.002 -0.003 -0.014 | -| p4040_s | 0.031 -0.207 -0.151 -0.243 0.048 -0.035 -0.003 0.102 0.119 -0.556 1.000 0.352 -0.020 -0.113 -0.031 0.010 -0.040 0.000 0.209 0.007 -0.093 -0.013 0.099 0.076 | -| Ctt | -0.138 0.002 -0.255 -0.301 0.076 -0.060 -0.005 0.272 0.695 -0.396 0.352 1.000 0.184 -0.112 -0.054 -0.039 0.183 0.008 0.181 0.001 -0.291 -0.037 -0.156 0.169 | -| psi2s_p | 0.056 -0.108 0.012 -0.221 0.008 -0.009 -0.004 -0.073 -0.013 -0.137 -0.020 0.184 1.000 0.044 -0.008 -0.004 0.002 0.025 0.038 0.023 0.007 0.001 -0.401 -0.007 | -| DDstar_p | 0.324 0.004 0.269 0.146 0.032 0.022 0.002 -0.054 -0.232 0.261 -0.113 -0.112 0.044 1.000 0.022 0.020 0.252 0.000 -0.017 0.022 -0.067 0.038 0.169 -0.068 | -| phi_p | -0.044 -0.040 0.011 -0.013 -0.132 0.928 -0.018 -0.040 -0.149 -0.005 -0.031 -0.054 -0.008 0.022 1.000 0.048 0.015 0.000 0.002 0.001 -0.001 0.138 -0.020 -0.293 | -| bplus_0 | -0.848 0.008 0.039 0.019 0.180 0.026 0.004 0.025 -0.029 0.021 0.010 -0.039 -0.004 0.020 0.048 1.000 -0.033 0.001 0.017 0.000 0.026 0.152 0.044 -0.213 | -| jpsi_p | 0.078 -0.025 0.106 -0.060 -0.050 0.018 -0.015 -0.044 0.049 0.017 -0.040 0.183 0.002 0.252 0.015 -0.033 1.000 0.039 -0.013 0.043 0.252 0.025 -0.007 -0.156 | -| Dbar_s | -0.004 0.014 0.027 0.020 0.000 0.000 0.000 0.003 0.005 0.026 0.000 0.008 0.025 0.000 0.000 0.001 0.039 1.000 -0.001 -0.001 0.017 0.000 0.023 0.001 | -| p4415_s | 0.135 -0.173 -0.069 -0.016 0.019 0.001 0.001 0.338 -0.110 -0.108 0.209 0.181 0.038 -0.017 0.002 0.017 -0.013 -0.001 1.000 -0.001 0.038 0.011 0.026 -0.012 | -| DDstar_s | -0.009 0.025 0.016 0.022 -0.001 0.000 0.000 0.008 0.009 0.034 0.007 0.001 0.023 0.022 0.001 0.000 0.043 -0.001 -0.001 1.000 0.005 -0.000 0.018 0.001 | -| Dbar_p | 0.197 -0.074 0.337 -0.023 0.043 -0.004 -0.000 -0.069 -0.081 0.061 -0.093 -0.291 0.007 -0.067 -0.001 0.026 0.252 0.017 0.038 0.005 1.000 0.017 -0.001 -0.002 | -| omega_p | -0.113 -0.023 0.020 -0.004 0.334 0.128 0.673 -0.015 -0.092 0.002 -0.013 -0.037 0.001 0.038 0.138 0.152 0.025 0.000 0.011 -0.000 0.017 1.000 -0.000 -0.308 | -| p3770_s | 0.074 -0.017 -0.218 -0.057 0.031 -0.024 -0.004 0.017 -0.078 -0.003 0.099 -0.156 -0.401 0.169 -0.020 0.044 -0.007 0.023 0.026 0.018 -0.001 -0.000 1.000 0.023 | -| rho_p | 0.173 0.091 -0.050 0.010 0.315 -0.232 0.031 0.096 0.402 -0.014 0.076 0.169 -0.007 -0.068 -0.293 -0.213 -0.156 0.001 -0.012 0.001 -0.002 -0.308 0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.038292239665970174}), (, {'error': 0.19621273212398482}), (, {'error': 0.10333836028768584}), (, {'error': 0.19295918552444413}), (, {'error': 0.3750383816013863}), (, {'error': 2.046293580652261}), (, {'error': 1.073216060118186}), (, {'error': 0.16919371889562118}), (, {'error': 0.08730164614655889}), (, {'error': 0.09774359842196034}), (, {'error': 0.17352071905371347}), (, {'error': 0.21269408795035355}), (, {'error': 0.03166294677710546}), (, {'error': 0.299398115356035}), (, {'error': 0.5249505788723323}), (, {'error': 0.01898538371823255}), (, {'error': 0.02747277837890527}), (, {'error': 0.014956186337672317}), (, {'error': 0.19529793921563127}), (, {'error': 0.016949040221377054}), (, {'error': 0.29105429306381225}), (, {'error': 0.3366673947265779}), (, {'error': 0.23438640454593118}), (, {'error': 0.9104993065324276})]) -Toy 1/25 -Time taken: 6 min, 39 s -Projected time left: 2 h, 39 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1524 (1524 total) | -| EDM = 1.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297448.78945757 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | -2.20 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.35 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 15.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 4.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.10 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | -2.22 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.30 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.06 | 0.21 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.884 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.44 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.469 | 0.021 | | | -2 | 2 | | -| 16| jpsi_p | 4.653 | 0.026 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 5.82 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.26 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.11 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.108 0.156 0.024 -0.118 0.027 0.066 0.004 -0.369 0.019 -0.015 -0.185 0.021 0.428 0.006 -0.793 0.073 -0.000 0.116 0.007 0.180 0.032 0.088 0.063 | -| p4415_p | -0.108 1.000 0.054 0.156 0.007 -0.023 0.014 -0.212 0.200 0.286 -0.223 -0.035 -0.109 -0.040 -0.001 0.018 -0.032 0.021 -0.162 0.043 -0.071 0.007 -0.017 0.055 | -| p3770_p | 0.156 0.054 1.000 0.200 0.033 0.001 -0.020 -0.078 -0.109 0.231 -0.161 -0.238 0.031 0.278 -0.002 0.043 0.095 0.037 -0.057 0.035 0.355 -0.011 -0.183 -0.027 | -| p4040_p | 0.024 0.156 0.200 1.000 0.009 -0.005 -0.003 0.243 -0.068 0.285 -0.254 -0.312 -0.228 0.152 -0.001 0.023 -0.077 0.033 -0.013 0.047 -0.013 -0.002 -0.041 0.002 | -| rho_s | -0.118 0.007 0.033 0.009 1.000 0.071 -0.241 0.030 0.055 0.008 0.019 0.019 0.007 0.072 0.071 0.222 -0.001 0.000 0.025 0.002 0.044 -0.192 0.028 0.195 | -| phi_s | 0.027 -0.023 0.001 -0.005 0.071 1.000 0.070 -0.026 -0.090 -0.003 -0.021 -0.045 -0.004 0.013 0.642 -0.020 0.004 0.000 -0.005 0.001 -0.005 0.040 -0.013 0.147 | -| omega_s | 0.066 0.014 -0.020 -0.003 -0.241 0.070 1.000 0.011 0.069 -0.006 0.012 0.024 -0.004 -0.032 0.025 -0.098 -0.047 0.000 -0.004 -0.001 -0.009 0.425 -0.004 0.515 | -| p4160_s | 0.004 -0.212 -0.078 0.243 0.030 -0.026 0.011 1.000 0.139 -0.220 0.164 0.288 -0.049 -0.080 0.001 0.040 -0.034 0.001 0.321 0.006 -0.060 0.005 0.021 0.064 | -| bplus_2 | -0.369 0.200 -0.109 -0.068 0.055 -0.090 0.069 0.139 1.000 -0.055 0.128 0.682 0.018 -0.304 0.003 0.043 0.092 0.002 -0.076 -0.003 -0.067 0.033 -0.095 0.264 | -| p4160_p | 0.019 0.286 0.231 0.285 0.008 -0.003 -0.006 -0.220 -0.055 1.000 -0.561 -0.373 -0.163 0.209 -0.002 0.021 -0.026 0.038 -0.057 0.066 0.039 -0.003 0.002 -0.006 | -| p4040_s | -0.015 -0.223 -0.161 -0.254 0.019 -0.021 0.012 0.164 0.128 -0.561 1.000 0.354 -0.009 -0.145 0.001 0.024 -0.029 -0.002 0.193 0.002 -0.088 0.006 0.095 0.055 | -| Ctt | -0.185 -0.035 -0.238 -0.312 0.019 -0.045 0.024 0.288 0.682 -0.373 0.354 1.000 0.210 -0.104 -0.008 -0.005 0.195 0.001 0.197 -0.010 -0.327 0.011 -0.160 0.107 | -| psi2s_p | 0.021 -0.109 0.031 -0.228 0.007 -0.004 -0.004 -0.049 0.018 -0.163 -0.009 0.210 1.000 -0.028 -0.003 -0.003 -0.011 0.031 0.030 0.031 0.001 -0.002 -0.437 -0.000 | -| DDstar_p | 0.428 -0.040 0.278 0.152 0.072 0.013 -0.032 -0.080 -0.304 0.209 -0.145 -0.104 -0.028 1.000 0.004 0.032 0.131 0.003 -0.023 0.050 -0.126 -0.017 0.184 -0.041 | -| phi_p | 0.006 -0.001 -0.002 -0.001 0.071 0.642 0.025 0.001 0.003 -0.002 0.001 -0.008 -0.003 0.004 1.000 0.007 -0.026 0.001 0.001 0.001 0.003 0.023 -0.000 0.133 | -| bplus_0 | -0.793 0.018 0.043 0.023 0.222 -0.020 -0.098 0.040 0.043 0.021 0.024 -0.005 -0.003 0.032 0.007 1.000 -0.043 0.001 0.025 0.001 0.034 -0.048 0.052 -0.084 | -| jpsi_p | 0.073 -0.032 0.095 -0.077 -0.001 0.004 -0.047 -0.034 0.092 -0.026 -0.029 0.195 -0.011 0.131 -0.026 -0.043 1.000 0.054 -0.012 0.074 0.254 -0.026 -0.028 -0.105 | -| Dbar_s | -0.000 0.021 0.037 0.033 0.000 0.000 0.000 0.001 0.002 0.038 -0.002 0.001 0.031 0.003 0.001 0.001 0.054 1.000 -0.002 -0.002 0.026 0.000 0.033 0.000 | -| p4415_s | 0.116 -0.162 -0.057 -0.013 0.025 -0.005 -0.004 0.321 -0.076 -0.057 0.193 0.197 0.030 -0.023 0.001 0.025 -0.012 -0.002 1.000 -0.003 0.037 -0.002 0.022 0.008 | -| DDstar_s | 0.007 0.043 0.035 0.047 0.002 0.001 -0.001 0.006 -0.003 0.066 0.002 -0.010 0.031 0.050 0.001 0.001 0.074 -0.002 -0.003 1.000 0.002 -0.000 0.036 -0.001 | -| Dbar_p | 0.180 -0.071 0.355 -0.013 0.044 -0.005 -0.009 -0.060 -0.067 0.039 -0.088 -0.327 0.001 -0.126 0.003 0.034 0.254 0.026 0.037 0.002 1.000 -0.005 -0.011 0.009 | -| omega_p | 0.032 0.007 -0.011 -0.002 -0.192 0.040 0.425 0.005 0.033 -0.003 0.006 0.011 -0.002 -0.017 0.023 -0.048 -0.026 0.000 -0.002 -0.000 -0.005 1.000 -0.002 0.107 | -| p3770_s | 0.088 -0.017 -0.183 -0.041 0.028 -0.013 -0.004 0.021 -0.095 0.002 0.095 -0.160 -0.437 0.184 -0.000 0.052 -0.028 0.033 0.022 0.036 -0.011 -0.002 1.000 0.016 | -| rho_p | 0.063 0.055 -0.027 0.002 0.195 0.147 0.515 0.064 0.264 -0.006 0.055 0.107 -0.000 -0.041 0.133 -0.084 -0.105 0.000 0.008 -0.001 0.009 0.107 0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04393743481965595}), (, {'error': 0.15840540489104993}), (, {'error': 0.1022112394742205}), (, {'error': 0.14833195253332443}), (, {'error': 0.3216996177080811}), (, {'error': 0.9813229492317799}), (, {'error': 1.01020050482011}), (, {'error': 0.1712445262633786}), (, {'error': 0.09163626370678701}), (, {'error': 0.09735929983623359}), (, {'error': 0.17120864303065642}), (, {'error': 0.2133020686632885}), (, {'error': 0.03154653732538559}), (, {'error': 0.3818207813956649}), (, {'error': 0.22389595569819987}), (, {'error': 0.020563315945514304}), (, {'error': 0.026140867509955257}), (, {'error': 0.020774474478906235}), (, {'error': 0.19304680331989588}), (, {'error': 0.02790848944662494}), (, {'error': 0.33954874270192237}), (, {'error': 0.3135401145904737}), (, {'error': 0.22815018900964557}), (, {'error': 0.2569690298693832})]) -Toy 2/25 -Time taken: 12 min, 37 s -Projected time left: 2 h, 24 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.986E+05 | Ncalls=594 (605 total) | -| EDM = 7.18E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298584.4459762504 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -1.569 | 0.004 | | | -2 | 2 | | -| 1 | p4415_p | -3.098 | 0.002 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 1.669 | 0.004 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 0.322E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.388 | 0.000 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 2.127E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 0.886E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 1.198 | 0.000 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.609 | 0.002 | | | -2 | 2 | | -| 9 | p4160_p | 0.319E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.324 | 0.000 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.577 | 0.001 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.946 | 0.014 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 0.342E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.433E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.685 | 0.005 | | | -2 | 2 | | -| 16| jpsi_p | 0.30 | 6.80 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 2.915E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.364 | 0.000 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 1.909E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -1.700 | 0.002 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.453E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 0.937 | 0.000 | | |0.918861 | 4.08114 | | -| 23| rho_p | 2.766E-1 | 0.023E-1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.155 -0.821 -0.652 -0.042 0.026 0.003 -0.087 0.927 -0.738 -0.275 0.468 -0.987 0.733 0.171 0.993 0.994 0.122 0.005 0.151 -0.360 -0.113 -0.005 0.288 | -| p4415_p | -0.155 1.000 0.129 0.102 0.007 -0.004 -0.000 0.014 -0.145 0.116 0.043 -0.073 0.155 -0.115 -0.027 -0.156 -0.156 -0.019 -0.001 -0.024 0.056 0.018 0.001 -0.045 | -| p3770_p | -0.821 0.129 1.000 0.542 0.035 -0.022 -0.002 0.072 -0.770 0.613 0.228 -0.389 0.820 -0.609 -0.142 -0.825 -0.826 -0.101 -0.004 -0.126 0.299 0.094 0.004 -0.239 | -| p4040_p | -0.652 0.102 0.542 1.000 0.028 -0.017 -0.002 0.057 -0.612 0.487 0.181 -0.309 0.651 -0.484 -0.113 -0.655 -0.656 -0.081 -0.003 -0.100 0.238 0.075 0.003 -0.190 | -| rho_s | -0.042 0.007 0.035 0.028 1.000 -0.001 -0.000 0.004 -0.039 0.031 0.012 -0.020 0.042 -0.031 -0.007 -0.042 -0.042 -0.005 -0.000 -0.006 0.015 0.005 0.000 -0.012 | -| phi_s | 0.026 -0.004 -0.022 -0.017 -0.001 1.000 0.000 -0.002 0.024 -0.019 -0.007 0.012 -0.026 0.019 0.005 0.026 0.026 0.003 0.000 0.004 -0.009 -0.003 -0.000 0.008 | -| omega_s | 0.003 -0.000 -0.002 -0.002 -0.000 0.000 1.000 -0.000 0.002 -0.002 -0.001 0.001 -0.003 0.002 0.000 0.003 0.003 0.000 0.000 0.000 -0.001 -0.000 -0.000 0.001 | -| p4160_s | -0.087 0.014 0.072 0.057 0.004 -0.002 -0.000 1.000 -0.081 0.065 0.024 -0.041 0.086 -0.064 -0.015 -0.087 -0.087 -0.011 -0.000 -0.013 0.032 0.010 0.000 -0.025 | -| bplus_2 | 0.927 -0.145 -0.770 -0.612 -0.039 0.024 0.002 -0.081 1.000 -0.692 -0.258 0.439 -0.925 0.687 0.161 0.931 0.932 0.114 0.004 0.142 -0.337 -0.106 -0.005 0.270 | -| p4160_p | -0.738 0.116 0.613 0.487 0.031 -0.019 -0.002 0.065 -0.692 1.000 0.205 -0.350 0.737 -0.547 -0.128 -0.741 -0.743 -0.091 -0.003 -0.113 0.269 0.085 0.004 -0.215 | -| p4040_s | -0.275 0.043 0.228 0.181 0.012 -0.007 -0.001 0.024 -0.258 0.205 1.000 -0.130 0.274 -0.204 -0.048 -0.276 -0.276 -0.034 -0.001 -0.042 0.100 0.032 0.001 -0.080 | -| Ctt | 0.468 -0.073 -0.389 -0.309 -0.020 0.012 0.001 -0.041 0.439 -0.350 -0.130 1.000 -0.467 0.347 0.081 0.470 0.471 0.058 0.002 0.072 -0.170 -0.054 -0.002 0.136 | -| psi2s_p | -0.987 0.155 0.820 0.651 0.042 -0.026 -0.003 0.086 -0.925 0.737 0.274 -0.467 1.000 -0.731 -0.171 -0.991 -0.992 -0.122 -0.004 -0.151 0.359 0.113 0.005 -0.287 | -| DDstar_p | 0.733 -0.115 -0.609 -0.484 -0.031 0.019 0.002 -0.064 0.687 -0.547 -0.204 0.347 -0.731 1.000 0.127 0.736 0.737 0.090 0.003 0.112 -0.267 -0.084 -0.004 0.213 | -| phi_p | 0.171 -0.027 -0.142 -0.113 -0.007 0.005 0.000 -0.015 0.161 -0.128 -0.048 0.081 -0.171 0.127 1.000 0.172 0.172 0.021 0.001 0.026 -0.062 -0.020 -0.001 0.050 | -| bplus_0 | 0.993 -0.156 -0.825 -0.655 -0.042 0.026 0.003 -0.087 0.931 -0.741 -0.276 0.470 -0.991 0.736 0.172 1.000 0.998 0.123 0.005 0.152 -0.362 -0.114 -0.005 0.289 | -| jpsi_p | 0.994 -0.156 -0.826 -0.656 -0.042 0.026 0.003 -0.087 0.932 -0.743 -0.276 0.471 -0.992 0.737 0.172 0.998 1.000 0.123 0.005 0.152 -0.362 -0.114 -0.005 0.289 | -| Dbar_s | 0.122 -0.019 -0.101 -0.081 -0.005 0.003 0.000 -0.011 0.114 -0.091 -0.034 0.058 -0.122 0.090 0.021 0.123 0.123 1.000 0.001 0.019 -0.044 -0.014 -0.001 0.036 | -| p4415_s | 0.005 -0.001 -0.004 -0.003 -0.000 0.000 0.000 -0.000 0.004 -0.003 -0.001 0.002 -0.004 0.003 0.001 0.005 0.005 0.001 1.000 0.001 -0.002 -0.001 -0.000 0.001 | -| DDstar_s | 0.151 -0.024 -0.126 -0.100 -0.006 0.004 0.000 -0.013 0.142 -0.113 -0.042 0.072 -0.151 0.112 0.026 0.152 0.152 0.019 0.001 1.000 -0.055 -0.017 -0.001 0.044 | -| Dbar_p | -0.360 0.056 0.299 0.238 0.015 -0.009 -0.001 0.032 -0.337 0.269 0.100 -0.170 0.359 -0.267 -0.062 -0.362 -0.362 -0.044 -0.002 -0.055 1.000 0.041 0.002 -0.105 | -| omega_p | -0.113 0.018 0.094 0.075 0.005 -0.003 -0.000 0.010 -0.106 0.085 0.032 -0.054 0.113 -0.084 -0.020 -0.114 -0.114 -0.014 -0.001 -0.017 0.041 1.000 0.001 -0.033 | -| p3770_s | -0.005 0.001 0.004 0.003 0.000 -0.000 -0.000 0.000 -0.005 0.004 0.001 -0.002 0.005 -0.004 -0.001 -0.005 -0.005 -0.001 -0.000 -0.001 0.002 0.001 1.000 -0.002 | -| rho_p | 0.288 -0.045 -0.239 -0.190 -0.012 0.008 0.001 -0.025 0.270 -0.215 -0.080 0.136 -0.287 0.213 0.050 0.289 0.289 0.036 0.001 0.044 -0.105 -0.033 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0035558015108360097}), (, {'error': 0.0019350443458330258}), (, {'error': 0.0037729649117919095}), (, {'error': 0.00247156866582543}), (, {'error': 0.00033864580042808345}), (, {'error': 0.0013501329722078736}), (, {'error': 0.0005599729275438392}), (, {'error': 0.00038371371256906706}), (, {'error': 0.0018121806252806572}), (, {'error': 0.0027884383364451537}), (, {'error': 0.0003472638894240765}), (, {'error': 0.0005486067593767352}), (, {'error': 0.013759046479581372}), (, {'error': 0.002678197631952095}), (, {'error': 0.0016049432378304473}), (, {'error': 0.005368355904026512}), (, {'error': 6.8045756372364}), (, {'error': 2.497558418501633e-05}), (, {'error': 0.00024051569822963748}), (, {'error': 8.183230235991878e-05}), (, {'error': 0.002190599723598474}), (, {'error': 0.0015295903835053082}), (, {'error': 8.258357813101247e-05}), (, {'error': 0.002281013575829327})]) -Toy 3/25 -Time taken: 16 min, 18 s -Projected time left: 1 h, 59 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1567 (1567 total) | -| EDM = 0.00259 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297303.55732143513 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.891 | 0.006 | | | -2 | 2 | | -| 1 | p4415_p | -1.78 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.75 | 0.05 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.33 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.27 | 0.14 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9.41 | 0.09 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.10 | 0.08 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.19 | 0.04 | | | -2 | 2 | | -| 9 | p4160_p | -2.04 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.80 | 0.08 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.44 | 0.06 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.899 | 0.017 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -4.34 | 0.09 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.466 | 0.003 | | | -2 | 2 | | -| 16| jpsi_p | -1.612 | 0.017 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.004 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.08 | 0.10 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.005 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -1.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 1.10 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.23 | 0.12 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.50 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.005 -0.058 -0.034 -0.118 0.486 0.073 0.073 0.310 -0.037 0.070 -0.158 0.019 0.039 -0.488 0.069 -0.314 0.013 0.063 0.010 0.026 0.330 0.026 0.286 | -| p4415_p | 0.005 1.000 0.016 0.033 -0.009 0.033 0.005 -0.097 0.075 0.046 -0.057 -0.061 -0.026 0.002 -0.033 0.007 -0.016 0.005 -0.009 0.009 -0.039 0.023 -0.004 0.020 | -| p3770_p | -0.058 0.016 1.000 0.034 0.032 -0.131 -0.019 -0.003 -0.089 0.041 0.003 0.002 -0.011 0.102 0.131 -0.054 0.070 0.008 -0.007 0.001 0.110 -0.088 -0.119 -0.074 | -| p4040_p | -0.034 0.033 0.034 1.000 0.007 -0.032 -0.004 0.159 0.005 0.004 -0.034 -0.114 -0.065 0.054 0.032 -0.032 0.016 0.008 0.041 0.005 -0.026 -0.021 -0.062 -0.017 | -| rho_s | -0.118 -0.009 0.032 0.007 1.000 -0.237 -0.021 -0.008 -0.196 0.007 -0.009 0.085 0.009 0.065 0.238 -0.100 0.148 -0.008 0.004 -0.010 0.053 0.019 0.002 -0.058 | -| phi_s | 0.486 0.033 -0.131 -0.032 -0.237 1.000 0.147 0.030 0.770 -0.031 0.034 -0.329 -0.035 -0.242 -0.998 0.481 -0.572 0.032 -0.013 0.039 -0.202 0.671 -0.015 0.502 | -| omega_s | 0.073 0.005 -0.019 -0.004 -0.021 0.147 1.000 0.005 0.116 -0.004 0.005 -0.050 -0.005 -0.037 -0.147 0.072 -0.085 0.005 -0.002 0.006 -0.031 0.055 -0.002 0.074 | -| p4160_s | 0.073 -0.097 -0.003 0.159 -0.008 0.030 0.005 1.000 0.043 -0.033 -0.049 0.058 -0.049 -0.075 -0.030 0.073 -0.028 0.003 0.038 0.010 -0.049 0.021 0.007 0.017 | -| bplus_2 | 0.310 0.075 -0.089 0.005 -0.196 0.770 0.116 0.043 1.000 0.017 0.038 -0.123 -0.036 -0.161 -0.773 0.310 -0.463 0.021 -0.022 0.028 -0.087 0.525 0.015 0.450 | -| p4160_p | -0.037 0.046 0.041 0.004 0.007 -0.031 -0.004 -0.033 0.017 1.000 -0.163 -0.115 -0.034 0.074 0.031 -0.034 0.021 0.010 0.081 0.011 -0.012 -0.020 -0.023 -0.016 | -| p4040_s | 0.070 -0.057 0.003 -0.034 -0.009 0.034 0.005 -0.049 0.038 -0.163 1.000 0.046 -0.057 -0.071 -0.034 0.070 -0.032 0.006 0.003 0.014 -0.056 0.024 0.025 0.020 | -| Ctt | -0.158 -0.061 0.002 -0.114 0.085 -0.329 -0.050 0.058 -0.123 -0.115 0.046 1.000 0.065 0.113 0.331 -0.157 0.270 -0.004 0.098 -0.013 -0.023 -0.224 -0.065 -0.189 | -| psi2s_p | 0.019 -0.026 -0.011 -0.065 0.009 -0.035 -0.005 -0.049 -0.036 -0.034 -0.057 0.065 1.000 -0.009 0.035 0.019 -0.005 0.014 -0.025 0.017 -0.014 -0.023 -0.163 -0.017 | -| DDstar_p | 0.039 0.002 0.102 0.054 0.065 -0.242 -0.037 -0.075 -0.161 0.074 -0.071 0.113 -0.009 1.000 0.243 0.035 0.210 -0.009 -0.082 0.000 -0.089 -0.164 0.027 -0.141 | -| phi_p | -0.488 -0.033 0.131 0.032 0.238 -0.998 -0.147 -0.030 -0.773 0.031 -0.034 0.331 0.035 0.243 1.000 -0.483 0.574 -0.032 0.013 -0.039 0.202 -0.673 0.015 -0.501 | -| bplus_0 | 0.069 0.007 -0.054 -0.032 -0.100 0.481 0.072 0.073 0.310 -0.034 0.070 -0.157 0.019 0.035 -0.483 1.000 -0.315 0.013 0.061 0.010 0.024 0.327 0.029 0.280 | -| jpsi_p | -0.314 -0.016 0.070 0.016 0.148 -0.572 -0.085 -0.028 -0.463 0.021 -0.032 0.270 -0.005 0.210 0.574 -0.315 1.000 -0.008 -0.001 -0.009 0.211 -0.389 0.011 -0.317 | -| Dbar_s | 0.013 0.005 0.008 0.008 -0.008 0.032 0.005 0.003 0.021 0.010 0.006 -0.004 0.014 -0.009 -0.032 0.013 -0.008 1.000 -0.001 -0.001 -0.002 0.021 0.015 0.017 | -| p4415_s | 0.063 -0.009 -0.007 0.041 0.004 -0.013 -0.002 0.038 -0.022 0.081 0.003 0.098 -0.025 -0.082 0.013 0.061 -0.001 -0.001 1.000 0.004 -0.024 -0.008 0.002 -0.008 | -| DDstar_s | 0.010 0.009 0.001 0.005 -0.010 0.039 0.006 0.010 0.028 0.011 0.014 -0.013 0.017 0.000 -0.039 0.010 -0.009 -0.001 0.004 1.000 -0.001 0.026 0.012 0.022 | -| Dbar_p | 0.026 -0.039 0.110 -0.026 0.053 -0.202 -0.031 -0.049 -0.087 -0.012 -0.056 -0.023 -0.014 -0.089 0.202 0.024 0.211 -0.002 -0.024 -0.001 1.000 -0.136 -0.026 -0.118 | -| omega_p | 0.330 0.023 -0.088 -0.021 0.019 0.671 0.055 0.021 0.525 -0.020 0.024 -0.224 -0.023 -0.164 -0.673 0.327 -0.389 0.021 -0.008 0.026 -0.136 1.000 -0.009 0.345 | -| p3770_s | 0.026 -0.004 -0.119 -0.062 0.002 -0.015 -0.002 0.007 0.015 -0.023 0.025 -0.065 -0.163 0.027 0.015 0.029 0.011 0.015 0.002 0.012 -0.026 -0.009 1.000 -0.008 | -| rho_p | 0.286 0.020 -0.074 -0.017 -0.058 0.502 0.074 0.017 0.450 -0.016 0.020 -0.189 -0.017 -0.141 -0.501 0.280 -0.317 0.017 -0.008 0.022 -0.118 0.345 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.005545619869767537}), (, {'error': 0.11019140528988292}), (, {'error': 0.05351677464856497}), (, {'error': 0.11861701427711813}), (, {'error': 0.14353198065770545}), (, {'error': 4.636482841689946}), (, {'error': 0.0855893726625645}), (, {'error': 0.08203046138043257}), (, {'error': 0.03797976805476422}), (, {'error': 0.05070144831400114}), (, {'error': 0.08069443109006424}), (, {'error': 0.06376705033021579}), (, {'error': 0.017206796970112848}), (, {'error': 0.08820830293736392}), (, {'error': 8.074257014791977}), (, {'error': 0.0029811985372429906}), (, {'error': 0.017207370677055245}), (, {'error': 0.004449524253699821}), (, {'error': 0.09619529556644829}), (, {'error': 0.005131814582177707}), (, {'error': 0.09981177793301299}), (, {'error': 0.13162512160064566}), (, {'error': 0.11620939083405668}), (, {'error': 0.21325157688762753})]) -Toy 4/25 -Time taken: 22 min, 26 s -Projected time left: 1 h, 57 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=859 (859 total) | -| EDM = 0.0136 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297069.95468211616 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 1.02 | 0.06 | | | -2 | 2 | | -| 1 | p4415_p | -2.04 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.48 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.61 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 22.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 6.8 | 1.6 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.15 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | 3.98 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.26 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.010E-1 | 1.971E-1 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 6.17 | 0.31 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.92 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.490 | 0.031 | | | -2 | 2 | | -| 16| jpsi_p | -4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.27 | 0.09 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.31 | 0.18 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -2.6 | 0.8 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.40 | 0.29 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.099 -0.032 0.074 0.281 -0.103 -0.131 0.002 -0.088 0.076 -0.011 0.102 0.052 0.044 0.026 -0.937 0.094 0.108 -0.047 -0.037 -0.123 -0.063 0.052 -0.002 | -| p4415_p | 0.099 1.000 0.217 0.393 -0.043 0.001 0.026 -0.207 -0.118 0.509 -0.270 0.061 0.171 -0.070 -0.002 0.038 0.341 0.154 -0.177 -0.008 -0.426 0.018 0.287 0.010 | -| p3770_p | -0.032 0.217 1.000 0.314 -0.024 0.017 0.008 -0.022 0.004 0.316 -0.132 -0.002 0.204 -0.012 0.010 0.058 0.229 -0.228 -0.070 0.065 -0.264 0.004 0.022 -0.019 | -| p4040_p | 0.074 0.393 0.314 1.000 -0.041 0.021 0.022 0.249 0.053 0.512 -0.245 0.045 0.195 0.006 0.010 0.040 0.462 0.138 -0.034 0.042 -0.598 0.015 0.363 -0.025 | -| rho_s | 0.281 -0.043 -0.024 -0.041 1.000 -0.046 -0.342 0.010 0.081 -0.047 0.023 -0.055 -0.023 -0.025 0.110 -0.325 -0.006 -0.071 0.032 0.026 0.060 -0.086 -0.038 0.142 | -| phi_s | -0.103 0.001 0.017 0.021 -0.046 1.000 -0.005 -0.046 0.162 0.031 -0.041 -0.043 0.016 0.009 0.433 0.123 0.006 0.037 -0.031 -0.003 -0.053 0.003 0.014 -0.170 | -| omega_s | -0.131 0.026 0.008 0.022 -0.342 -0.005 1.000 0.005 -0.078 0.023 -0.003 0.037 0.013 0.010 -0.155 0.145 -0.002 0.029 -0.011 -0.011 -0.033 0.811 0.022 0.081 | -| p4160_s | 0.002 -0.207 -0.022 0.249 0.010 -0.046 0.005 1.000 -0.071 -0.112 0.048 0.236 -0.021 -0.018 -0.019 -0.048 -0.037 0.103 0.268 -0.029 -0.025 0.008 0.043 0.064 | -| bplus_2 | -0.088 -0.118 0.004 0.053 0.081 0.162 -0.078 -0.071 1.000 0.034 -0.036 -0.558 0.015 -0.031 0.095 -0.074 0.238 -0.114 0.054 0.086 -0.083 -0.062 0.095 -0.292 | -| p4160_p | 0.076 0.509 0.316 0.512 -0.047 0.031 0.023 -0.112 0.034 1.000 -0.467 -0.034 0.234 -0.063 0.014 0.061 0.491 0.090 -0.058 0.041 -0.573 0.014 0.372 -0.037 | -| p4040_s | -0.011 -0.270 -0.132 -0.245 0.023 -0.041 -0.003 0.048 -0.036 -0.467 1.000 0.264 -0.026 -0.036 -0.016 -0.061 -0.096 0.082 0.136 -0.047 0.094 0.002 0.045 0.054 | -| Ctt | 0.102 0.061 -0.002 0.045 -0.055 -0.043 0.037 0.236 -0.558 -0.034 0.264 1.000 0.397 0.223 -0.022 0.056 -0.009 0.390 0.163 0.020 -0.408 0.028 0.148 0.089 | -| psi2s_p | 0.052 0.171 0.204 0.195 -0.023 0.016 0.013 -0.021 0.015 0.234 -0.026 0.397 1.000 0.053 0.010 0.024 0.373 0.135 -0.033 0.013 -0.505 0.009 0.076 -0.019 | -| DDstar_p | 0.044 -0.070 -0.012 0.006 -0.025 0.009 0.010 -0.018 -0.031 -0.063 -0.036 0.223 0.053 1.000 -0.002 0.028 -0.044 0.110 -0.009 0.063 -0.367 0.004 0.084 -0.009 | -| phi_p | 0.026 -0.002 0.010 0.010 0.110 0.433 -0.155 -0.019 0.095 0.014 -0.016 -0.022 0.010 -0.002 1.000 -0.018 0.012 0.005 -0.009 0.003 -0.023 -0.100 0.008 -0.257 | -| bplus_0 | -0.937 0.038 0.058 0.040 -0.325 0.123 0.145 -0.048 -0.074 0.061 -0.061 0.056 0.024 0.028 -0.018 1.000 -0.043 0.103 -0.062 -0.035 -0.069 0.069 0.032 -0.020 | -| jpsi_p | 0.094 0.341 0.229 0.462 -0.006 0.006 -0.002 -0.037 0.238 0.491 -0.096 -0.009 0.373 -0.044 0.012 -0.043 1.000 0.035 -0.113 0.013 -0.644 0.000 0.495 -0.036 | -| Dbar_s | 0.108 0.154 -0.228 0.138 -0.071 0.037 0.029 0.103 -0.114 0.090 0.082 0.390 0.135 0.110 0.005 0.103 0.035 1.000 -0.004 0.058 -0.325 0.013 0.155 -0.037 | -| p4415_s | -0.047 -0.177 -0.070 -0.034 0.032 -0.031 -0.011 0.268 0.054 -0.058 0.136 0.163 -0.033 -0.009 -0.009 -0.062 -0.113 -0.004 1.000 -0.023 0.100 -0.003 -0.047 0.035 | -| DDstar_s | -0.037 -0.008 0.065 0.042 0.026 -0.003 -0.011 -0.029 0.086 0.041 -0.047 0.020 0.013 0.063 0.003 -0.035 0.013 0.058 -0.023 1.000 -0.071 -0.006 0.055 -0.001 | -| Dbar_p | -0.123 -0.426 -0.264 -0.598 0.060 -0.053 -0.033 -0.025 -0.083 -0.573 0.094 -0.408 -0.505 -0.367 -0.023 -0.069 -0.644 -0.325 0.100 -0.071 1.000 -0.021 -0.625 0.061 | -| omega_p | -0.063 0.018 0.004 0.015 -0.086 0.003 0.811 0.008 -0.062 0.014 0.002 0.028 0.009 0.004 -0.100 0.069 0.000 0.013 -0.003 -0.006 -0.021 1.000 0.016 -0.062 | -| p3770_s | 0.052 0.287 0.022 0.363 -0.038 0.014 0.022 0.043 0.095 0.372 0.045 0.148 0.076 0.084 0.008 0.032 0.495 0.155 -0.047 0.055 -0.625 0.016 1.000 -0.017 | -| rho_p | -0.002 0.010 -0.019 -0.025 0.142 -0.170 0.081 0.064 -0.292 -0.037 0.054 0.089 -0.019 -0.009 -0.257 -0.020 -0.036 -0.037 0.035 -0.001 0.061 -0.062 -0.017 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06448893008554557}), (, {'error': 0.18466826074679332}), (, {'error': 0.1272824103669743}), (, {'error': 0.1864393581549475}), (, {'error': 0.32838865008381274}), (, {'error': 0.9500897314865675}), (, {'error': 1.634379172788778}), (, {'error': 0.16543083876973086}), (, {'error': 0.09082868602606076}), (, {'error': 0.1351149899204538}), (, {'error': 0.16914633043920924}), (, {'error': 0.19709777816743868}), (, {'error': 0.037165189296421985}), (, {'error': 0.3101882729256813}), (, {'error': 0.13690672849345153}), (, {'error': 0.0312268369050952}), (, {'error': 0.03379749125371756}), (, {'error': 0.08976120477745511}), (, {'error': 0.18386541279930402}), (, {'error': 0.07562941995953497}), (, {'error': 0.7875650557692861}), (, {'error': 1.039112988363018}), (, {'error': 0.2878713840112721}), (, {'error': 0.3256346141141475})]) -Toy 5/25 -Time taken: 27 min, 7 s -Projected time left: 1 h, 48 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1372 (1372 total) | -| EDM = 0.000113 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297200.5969475316 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.969 | 0.010 | | | -2 | 2 | | -| 1 | p4415_p | 4.21 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.49 | 0.08 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 4.19 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.22 | 0.26 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 6.0 | 0.7 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.07 | 0.12 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.21 | 0.05 | | | -2 | 2 | | -| 9 | p4160_p | 4.31 | 0.08 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.87 | 0.12 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.50 | 0.10 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.902 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 1.76 | 0.15 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.508 | 0.005 | | | -2 | 2 | | -| 16| jpsi_p | -1.649 | 0.022 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.33 | 0.14 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 1.97 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.09 | 0.18 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.30 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.034 0.033 -0.041 0.036 0.087 -0.027 0.063 -0.146 -0.055 0.059 -0.030 0.031 0.260 0.089 -0.337 -0.059 -0.002 0.115 -0.004 0.172 -0.003 0.047 0.096 | -| p4415_p | -0.034 1.000 0.039 0.105 0.003 0.014 -0.005 -0.134 0.125 0.172 -0.106 -0.066 -0.060 -0.009 0.015 -0.026 -0.015 0.011 -0.064 0.021 -0.044 -0.000 -0.006 0.026 | -| p3770_p | 0.033 0.039 1.000 0.081 -0.013 -0.053 0.015 -0.015 0.013 0.089 -0.015 -0.094 -0.021 0.114 -0.054 0.039 0.028 0.025 -0.036 0.017 0.178 0.002 -0.230 -0.038 | -| p4040_p | -0.041 0.105 0.081 1.000 -0.007 -0.016 0.005 0.268 0.034 0.118 -0.074 -0.232 -0.112 0.071 -0.016 -0.036 -0.016 0.016 0.025 0.015 -0.033 0.001 -0.096 -0.005 | -| rho_s | 0.036 0.003 -0.013 -0.007 1.000 0.274 -0.359 0.010 0.079 -0.009 0.008 -0.007 -0.010 0.010 0.276 0.092 -0.088 0.003 0.007 0.003 0.015 -0.004 -0.001 0.321 | -| phi_s | 0.087 0.014 -0.053 -0.016 0.274 1.000 -0.318 0.022 0.254 -0.020 0.015 -0.033 -0.050 -0.046 0.996 0.084 -0.343 0.011 -0.001 0.012 0.003 -0.030 -0.008 0.559 | -| omega_s | -0.027 -0.005 0.015 0.005 -0.359 -0.318 1.000 -0.010 -0.085 0.006 -0.007 0.008 0.013 0.008 -0.322 -0.042 0.103 -0.003 -0.002 -0.004 -0.006 -0.032 -0.001 -0.025 | -| p4160_s | 0.063 -0.134 -0.015 0.268 0.010 0.022 -0.010 1.000 0.061 -0.061 0.011 0.128 -0.083 -0.091 0.024 0.066 -0.041 0.004 0.184 0.010 -0.057 -0.001 0.009 0.032 | -| bplus_2 | -0.146 0.125 0.013 0.034 0.079 0.254 -0.085 0.061 1.000 0.061 0.030 0.381 -0.052 -0.016 0.261 -0.132 -0.075 0.000 -0.057 0.004 0.098 -0.008 0.019 0.291 | -| p4160_p | -0.055 0.172 0.089 0.118 -0.009 -0.020 0.006 -0.061 0.061 1.000 -0.329 -0.245 -0.064 0.101 -0.020 -0.047 0.003 0.021 0.051 0.028 -0.004 0.001 -0.038 -0.006 | -| p4040_s | 0.059 -0.106 -0.015 -0.074 0.008 0.015 -0.007 0.011 0.030 -0.329 1.000 0.122 -0.106 -0.107 0.016 0.060 -0.049 0.009 0.084 0.018 -0.079 -0.001 0.050 0.028 | -| Ctt | -0.030 -0.066 -0.094 -0.232 -0.007 -0.033 0.008 0.128 0.381 -0.245 0.122 1.000 0.113 0.063 -0.034 -0.025 0.170 0.009 0.181 -0.001 -0.157 0.001 -0.111 -0.023 | -| psi2s_p | 0.031 -0.060 -0.021 -0.112 -0.010 -0.050 0.013 -0.083 -0.052 -0.064 -0.106 0.113 1.000 -0.042 -0.050 0.028 -0.025 0.027 -0.017 0.029 -0.005 0.002 -0.296 -0.027 | -| DDstar_p | 0.260 -0.009 0.114 0.071 0.010 -0.046 0.008 -0.091 -0.016 0.101 -0.107 0.063 -0.042 1.000 -0.046 0.241 0.104 0.001 -0.104 0.019 -0.180 0.001 0.031 -0.036 | -| phi_p | 0.089 0.015 -0.054 -0.016 0.276 0.996 -0.322 0.024 0.261 -0.020 0.016 -0.034 -0.050 -0.046 1.000 0.086 -0.346 0.011 -0.001 0.012 0.004 -0.030 -0.006 0.556 | -| bplus_0 | -0.337 -0.026 0.039 -0.036 0.092 0.084 -0.042 0.066 -0.132 -0.047 0.060 -0.025 0.028 0.241 0.086 1.000 -0.069 -0.002 0.109 -0.004 0.165 -0.003 0.053 0.086 | -| jpsi_p | -0.059 -0.015 0.028 -0.016 -0.088 -0.343 0.103 -0.041 -0.075 0.003 -0.049 0.170 -0.025 0.104 -0.346 -0.069 1.000 0.026 -0.019 0.036 0.182 0.011 -0.008 -0.261 | -| Dbar_s | -0.002 0.011 0.025 0.016 0.003 0.011 -0.003 0.004 0.000 0.021 0.009 0.009 0.027 0.001 0.011 -0.002 0.026 1.000 -0.000 -0.003 0.011 -0.000 0.027 0.007 | -| p4415_s | 0.115 -0.064 -0.036 0.025 0.007 -0.001 -0.002 0.184 -0.057 0.051 0.084 0.181 -0.017 -0.104 -0.001 0.109 -0.019 -0.000 1.000 0.003 -0.007 0.000 0.007 0.002 | -| DDstar_s | -0.004 0.021 0.017 0.015 0.003 0.012 -0.004 0.010 0.004 0.028 0.018 -0.001 0.029 0.019 0.012 -0.004 0.036 -0.003 0.003 1.000 0.002 -0.000 0.024 0.008 | -| Dbar_p | 0.172 -0.044 0.178 -0.033 0.015 0.003 -0.006 -0.057 0.098 -0.004 -0.079 -0.157 -0.005 -0.180 0.004 0.165 0.182 0.011 -0.007 0.002 1.000 -0.000 -0.034 0.006 | -| omega_p | -0.003 -0.000 0.002 0.001 -0.004 -0.030 -0.032 -0.001 -0.008 0.001 -0.001 0.001 0.002 0.001 -0.030 -0.003 0.011 -0.000 0.000 -0.000 -0.000 1.000 0.000 -0.008 | -| p3770_s | 0.047 -0.006 -0.230 -0.096 -0.001 -0.008 -0.001 0.009 0.019 -0.038 0.050 -0.111 -0.296 0.031 -0.006 0.053 -0.008 0.027 0.007 0.024 -0.034 0.000 1.000 0.011 | -| rho_p | 0.096 0.026 -0.038 -0.005 0.321 0.559 -0.025 0.032 0.291 -0.006 0.028 -0.023 -0.027 -0.036 0.556 0.086 -0.261 0.007 0.002 0.008 0.006 -0.008 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010023586899304937}), (, {'error': 0.12814641268943205}), (, {'error': 0.07711837616326367}), (, {'error': 0.15749483007121068}), (, {'error': 0.25931819049505883}), (, {'error': 4.910424317025659}), (, {'error': 0.7434017952180869}), (, {'error': 0.123696726573295}), (, {'error': 0.04639789866127042}), (, {'error': 0.07557816642843118}), (, {'error': 0.12240298089166946}), (, {'error': 0.10401834161297374}), (, {'error': 0.024572834547584854}), (, {'error': 0.14652765613151875}), (, {'error': 12.377236257348375}), (, {'error': 0.005310195051103417}), (, {'error': 0.02151709778912192}), (, {'error': 0.012180579209430553}), (, {'error': 0.1419316019185548}), (, {'error': 0.01570492265922291}), (, {'error': 0.16878593309931222}), (, {'error': 0.049060347703288265}), (, {'error': 0.17702616664502258}), (, {'error': 0.2695567936668266})]) -Toy 6/25 -Time taken: 32 min, 58 s -Projected time left: 1 h, 44 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1476 (1476 total) | -| EDM = 1.17E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297205.56015731266 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 1 | p4415_p | -1.91 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.70 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.98 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 15.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 5.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.20 | 0.10 | | | -2 | 2 | | -| 9 | p4160_p | -2.11 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.12 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.48 | 0.23 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.86 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.34 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.488 | 0.021 | | | -2 | 2 | | -| 16| jpsi_p | 4.627 | 0.027 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.98 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.127 0.188 0.034 -0.144 0.023 0.067 -0.023 -0.343 0.055 -0.046 -0.213 0.019 0.405 0.004 -0.788 0.103 0.003 0.056 0.007 0.205 -0.003 0.100 0.003 | -| p4415_p | -0.127 1.000 0.041 0.147 -0.020 -0.015 0.011 -0.248 0.197 0.284 -0.233 -0.042 -0.090 -0.003 0.001 0.004 -0.023 0.020 -0.148 0.045 -0.126 -0.001 -0.002 0.043 | -| p3770_p | 0.188 0.041 1.000 0.189 0.054 0.001 -0.023 -0.097 -0.136 0.249 -0.195 -0.253 0.033 0.300 -0.003 0.047 0.132 0.062 -0.081 0.046 0.376 0.001 -0.164 -0.007 | -| p4040_p | 0.034 0.147 0.189 1.000 0.009 -0.002 -0.005 0.239 -0.101 0.301 -0.246 -0.295 -0.208 0.193 -0.001 0.018 -0.064 0.042 -0.010 0.060 -0.070 0.000 0.004 -0.003 | -| rho_s | -0.144 -0.020 0.054 0.009 1.000 0.018 -0.486 0.002 -0.061 0.017 -0.008 -0.027 0.006 0.091 0.035 0.266 0.051 0.001 0.012 0.002 0.049 0.022 0.025 0.141 | -| phi_s | 0.023 -0.015 0.001 -0.002 0.018 1.000 0.035 -0.024 -0.076 0.003 -0.020 -0.039 -0.003 0.011 0.651 -0.017 -0.001 0.000 -0.010 0.001 -0.006 -0.005 -0.008 0.137 | -| omega_s | 0.067 0.011 -0.023 -0.005 -0.486 0.035 1.000 0.005 0.046 -0.009 0.008 0.017 -0.004 -0.034 -0.008 -0.110 -0.038 -0.000 -0.002 -0.001 -0.016 -0.121 -0.010 0.216 | -| p4160_s | -0.023 -0.248 -0.097 0.239 0.002 -0.024 0.005 1.000 0.176 -0.225 0.155 0.311 -0.060 -0.085 0.004 0.038 -0.037 -0.000 0.298 0.009 -0.100 -0.000 -0.002 0.080 | -| bplus_2 | -0.343 0.197 -0.136 -0.101 -0.061 -0.076 0.046 0.176 1.000 -0.125 0.163 0.701 0.007 -0.297 0.015 -0.007 0.087 0.001 0.018 -0.003 -0.100 -0.003 -0.141 0.271 | -| p4160_p | 0.055 0.284 0.249 0.301 0.017 0.003 -0.009 -0.225 -0.125 1.000 -0.565 -0.391 -0.138 0.289 -0.002 0.016 0.001 0.053 -0.057 0.088 -0.001 0.001 0.061 -0.017 | -| p4040_s | -0.046 -0.233 -0.195 -0.246 -0.008 -0.020 0.008 0.155 0.163 -0.565 1.000 0.375 -0.021 -0.161 0.003 0.019 -0.047 -0.006 0.170 0.003 -0.134 -0.001 0.062 0.064 | -| Ctt | -0.213 -0.042 -0.253 -0.295 -0.027 -0.039 0.017 0.311 0.701 -0.391 0.375 1.000 0.197 -0.072 -0.002 -0.007 0.195 -0.009 0.234 -0.015 -0.387 -0.001 -0.187 0.115 | -| psi2s_p | 0.019 -0.090 0.033 -0.208 0.006 -0.003 -0.004 -0.060 0.007 -0.138 -0.021 0.197 1.000 0.010 -0.003 -0.006 -0.016 0.044 0.004 0.045 -0.066 0.000 -0.434 -0.000 | -| DDstar_p | 0.405 -0.003 0.300 0.193 0.091 0.011 -0.034 -0.085 -0.297 0.289 -0.161 -0.072 0.010 1.000 0.002 0.035 0.225 -0.006 -0.084 0.064 -0.165 0.002 0.233 -0.007 | -| phi_p | 0.004 0.001 -0.003 -0.001 0.035 0.651 -0.008 0.004 0.015 -0.002 0.003 -0.002 -0.003 0.002 1.000 0.007 -0.030 0.001 0.002 0.001 0.004 -0.003 0.001 0.139 | -| bplus_0 | -0.788 0.004 0.047 0.018 0.266 -0.017 -0.110 0.038 -0.007 0.016 0.019 -0.007 -0.006 0.035 0.007 1.000 -0.033 0.002 0.024 0.001 0.040 0.005 0.047 0.022 | -| jpsi_p | 0.103 -0.023 0.132 -0.064 0.051 -0.001 -0.038 -0.037 0.087 0.001 -0.047 0.195 -0.016 0.225 -0.030 -0.033 1.000 0.083 -0.026 0.101 0.204 0.003 -0.016 -0.084 | -| Dbar_s | 0.003 0.020 0.062 0.042 0.001 0.000 -0.000 -0.000 0.001 0.053 -0.006 -0.009 0.044 -0.006 0.001 0.002 0.083 1.000 -0.001 -0.005 0.049 -0.000 0.049 0.002 | -| p4415_s | 0.056 -0.148 -0.081 -0.010 0.012 -0.010 -0.002 0.298 0.018 -0.057 0.170 0.234 0.004 -0.084 0.002 0.024 -0.026 -0.001 1.000 -0.003 -0.006 0.000 -0.016 0.036 | -| DDstar_s | 0.007 0.045 0.046 0.060 0.002 0.001 -0.001 0.009 -0.003 0.088 0.003 -0.015 0.045 0.064 0.001 0.001 0.101 -0.005 -0.003 1.000 0.009 -0.000 0.052 -0.001 | -| Dbar_p | 0.205 -0.126 0.376 -0.070 0.049 -0.006 -0.016 -0.100 -0.100 -0.001 -0.134 -0.387 -0.066 -0.165 0.004 0.040 0.204 0.049 -0.006 0.009 1.000 0.001 -0.057 0.032 | -| omega_p | -0.003 -0.001 0.001 0.000 0.022 -0.005 -0.121 -0.000 -0.003 0.001 -0.001 -0.001 0.000 0.002 -0.003 0.005 0.003 -0.000 0.000 -0.000 0.001 1.000 0.000 0.013 | -| p3770_s | 0.100 -0.002 -0.164 0.004 0.025 -0.008 -0.010 -0.002 -0.141 0.061 0.062 -0.187 -0.434 0.233 0.001 0.047 -0.016 0.049 -0.016 0.052 -0.057 0.000 1.000 0.017 | -| rho_p | 0.003 0.043 -0.007 -0.003 0.141 0.137 0.216 0.080 0.271 -0.017 0.064 0.115 -0.000 -0.007 0.139 0.022 -0.084 0.002 0.036 -0.001 0.032 0.013 0.017 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04605901274752511}), (, {'error': 0.21661437722734878}), (, {'error': 0.10944200356079836}), (, {'error': 0.17013844109385623}), (, {'error': 0.31883991164339426}), (, {'error': 1.043357298528699}), (, {'error': 0.970718102248743}), (, {'error': 0.16879762099022466}), (, {'error': 0.09686353547447935}), (, {'error': 0.0990744725339412}), (, {'error': 0.1733335341665056}), (, {'error': 0.2340291289213811}), (, {'error': 0.031795784272738103}), (, {'error': 0.408788402320289}), (, {'error': 0.22570187914671758}), (, {'error': 0.02108485068242194}), (, {'error': 0.027114615263469588}), (, {'error': 0.030717244420792322}), (, {'error': 0.1910650322562904}), (, {'error': 0.03773261819020557}), (, {'error': 0.39623283467764203}), (, {'error': 0.12820459731380485}), (, {'error': 0.22736455607622963}), (, {'error': 0.40042796786274204})]) -Toy 7/25 -Time taken: 39 min, 9 s -Projected time left: 1 h, 40 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1332 (1332 total) | -| EDM = 2.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297240.77524890774 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.52 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.58 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 17.2 | 1.9 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 6.1 | 1.3 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 1.84 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.18 | 0.08 | | | -2 | 2 | | -| 9 | p4160_p | 4.32 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.63 | 0.18 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.73 | 0.22 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.06 | 0.53 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.457 | 0.019 | | | -2 | 2 | | -| 16| jpsi_p | 4.683 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.010 | 0.355 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.64 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | 0.05 | 0.45 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.000 0.177 -0.007 -0.165 0.034 0.118 -0.069 -0.302 0.059 -0.025 -0.216 0.035 0.334 0.021 -0.842 0.112 -0.000 -0.005 -0.010 0.220 0.055 0.076 0.146 | -| p4415_p | -0.000 1.000 0.002 -0.003 -0.001 0.000 -0.000 -0.005 -0.002 -0.003 0.001 -0.005 0.002 0.002 -0.000 -0.000 0.002 -0.000 -0.020 -0.001 0.003 -0.000 0.000 -0.001 | -| p3770_p | 0.177 0.002 1.000 0.090 0.038 -0.013 -0.031 -0.076 -0.166 0.250 -0.187 -0.261 0.007 0.344 -0.014 0.043 0.124 0.045 0.007 0.025 0.351 -0.016 -0.220 -0.045 | -| p4040_p | -0.007 -0.003 0.090 1.000 0.006 -0.006 0.002 0.350 -0.038 0.048 -0.256 -0.178 -0.218 0.119 -0.002 0.017 -0.078 0.017 0.006 0.026 -0.159 0.001 0.001 0.013 | -| rho_s | -0.165 -0.001 0.038 0.006 1.000 0.083 -0.288 0.031 0.091 -0.003 0.025 0.031 0.007 0.061 0.096 0.257 -0.003 0.002 0.001 -0.001 0.060 -0.121 0.026 0.065 | -| phi_s | 0.034 0.000 -0.013 -0.006 0.083 1.000 0.065 -0.009 -0.023 -0.003 -0.006 -0.019 -0.010 -0.004 0.918 -0.032 -0.058 0.000 -0.001 0.001 -0.008 0.093 -0.009 0.193 | -| omega_s | 0.118 -0.000 -0.031 0.002 -0.288 0.065 1.000 0.008 0.043 -0.010 0.003 0.012 -0.007 -0.037 0.036 -0.159 -0.057 0.000 0.000 0.001 -0.024 0.646 -0.010 0.438 | -| p4160_s | -0.069 -0.005 -0.076 0.350 0.031 -0.009 0.008 1.000 0.211 -0.108 -0.196 0.205 -0.116 -0.062 0.004 0.025 -0.057 0.003 -0.015 0.014 -0.169 0.007 -0.009 0.059 | -| bplus_2 | -0.302 -0.002 -0.166 -0.038 0.091 -0.023 0.043 0.211 1.000 -0.169 0.170 0.739 -0.011 -0.237 0.021 -0.005 0.072 0.007 0.009 0.013 -0.117 0.031 -0.122 0.225 | -| p4160_p | 0.059 -0.003 0.250 0.048 -0.003 -0.003 -0.010 -0.108 -0.169 1.000 -0.500 -0.398 -0.095 0.310 -0.007 0.011 0.038 0.023 0.023 0.033 0.012 -0.006 0.047 -0.030 | -| p4040_s | -0.025 0.001 -0.187 -0.256 0.025 -0.006 0.003 -0.196 0.170 -0.500 1.000 0.385 0.057 -0.139 0.003 0.009 -0.006 -0.003 -0.019 0.005 -0.076 0.004 0.075 0.038 | -| Ctt | -0.216 -0.005 -0.261 -0.178 0.031 -0.019 0.012 0.205 0.739 -0.398 0.385 1.000 0.187 -0.058 -0.003 -0.022 0.209 0.005 -0.008 0.002 -0.376 0.007 -0.172 0.086 | -| psi2s_p | 0.035 0.002 0.007 -0.218 0.007 -0.010 -0.007 -0.116 -0.011 -0.095 0.057 0.187 1.000 0.074 -0.010 -0.008 -0.019 0.029 -0.006 0.031 -0.118 -0.005 -0.367 -0.007 | -| DDstar_p | 0.334 0.002 0.344 0.119 0.061 -0.004 -0.037 -0.062 -0.237 0.310 -0.139 -0.058 0.074 1.000 -0.005 0.016 0.334 -0.007 0.009 0.029 -0.120 -0.017 0.218 -0.051 | -| phi_p | 0.021 -0.000 -0.014 -0.002 0.096 0.918 0.036 0.004 0.021 -0.007 0.003 -0.003 -0.010 -0.005 1.000 -0.015 -0.072 0.001 -0.000 0.001 -0.003 0.080 -0.004 0.176 | -| bplus_0 | -0.842 -0.000 0.043 0.017 0.257 -0.032 -0.159 0.025 -0.005 0.011 0.009 -0.022 -0.008 0.016 -0.015 1.000 -0.048 0.002 0.001 0.001 0.032 -0.071 0.043 -0.187 | -| jpsi_p | 0.112 0.002 0.124 -0.078 -0.003 -0.058 -0.057 -0.057 0.072 0.038 -0.006 0.209 -0.019 0.334 -0.072 -0.048 1.000 0.053 0.002 0.059 0.151 -0.040 0.016 -0.117 | -| Dbar_s | -0.000 -0.000 0.045 0.017 0.002 0.000 0.000 0.003 0.007 0.023 -0.003 0.005 0.029 -0.007 0.001 0.002 0.053 1.000 0.001 -0.002 0.029 0.000 0.024 0.002 | -| p4415_s | -0.005 -0.020 0.007 0.006 0.001 -0.001 0.000 -0.015 0.009 0.023 -0.019 -0.008 -0.006 0.009 -0.000 0.001 0.002 0.001 1.000 0.002 -0.008 0.000 0.002 0.002 | -| DDstar_s | -0.010 -0.001 0.025 0.026 -0.001 0.001 0.001 0.014 0.013 0.033 0.005 0.002 0.031 0.029 0.001 0.001 0.059 -0.002 0.002 1.000 0.013 0.001 0.021 0.002 | -| Dbar_p | 0.220 0.003 0.351 -0.159 0.060 -0.008 -0.024 -0.169 -0.117 0.012 -0.076 -0.376 -0.118 -0.120 -0.003 0.032 0.151 0.029 -0.008 0.013 1.000 -0.010 -0.063 -0.009 | -| omega_p | 0.055 -0.000 -0.016 0.001 -0.121 0.093 0.646 0.007 0.031 -0.006 0.004 0.007 -0.005 -0.017 0.080 -0.071 -0.040 0.000 0.000 0.001 -0.010 1.000 -0.004 0.089 | -| p3770_s | 0.076 0.000 -0.220 0.001 0.026 -0.009 -0.010 -0.009 -0.122 0.047 0.075 -0.172 -0.367 0.218 -0.004 0.043 0.016 0.024 0.002 0.021 -0.063 -0.004 1.000 0.000 | -| rho_p | 0.146 -0.001 -0.045 0.013 0.065 0.193 0.438 0.059 0.225 -0.030 0.038 0.086 -0.007 -0.051 0.176 -0.187 -0.117 0.002 0.002 0.002 -0.009 0.089 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04010645991267281}), (, {'error': 0.10763526297866832}), (, {'error': 0.09453891667950831}), (, {'error': 0.2756277169096295}), (, {'error': 0.35387159054916717}), (, {'error': 1.9315725959612529}), (, {'error': 1.2799165418560428}), (, {'error': 0.1569837217449952}), (, {'error': 0.08363205147071728}), (, {'error': 0.11890446388808051}), (, {'error': 0.1782962636174189}), (, {'error': 0.22209981386595373}), (, {'error': 0.03185697987287295}), (, {'error': 0.3344152960077216}), (, {'error': 0.527717313929216}), (, {'error': 0.018836793697083243}), (, {'error': 0.027525486629489393}), (, {'error': 0.01933065604249018}), (, {'error': 0.03239192472440339}), (, {'error': 0.02131972267364929}), (, {'error': 0.32831218750602886}), (, {'error': 0.35462949851603964}), (, {'error': 0.22936649797982955}), (, {'error': 0.4539138429130034})]) -Toy 8/25 -Time taken: 44 min, 59 s -Projected time left: 1 h, 35 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1492 (1492 total) | -| EDM = 6.49E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297371.3942982367 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 1 | p4415_p | 4.20 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.52 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.35 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 16.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 5 | 3 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.04 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.32 | 0.08 | | | -2 | 2 | | -| 9 | p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.06 | 0.18 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.87 | 0.21 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.889 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 5.95 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.381 | 0.028 | | | -2 | 2 | | -| 16| jpsi_p | -1.681 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.00 | 0.20 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 4.92 | 0.31 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -6.3 | 2.5 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.17 | 0.24 | | |0.918861 | 4.08114 | | -| 23| rho_p | 5.6 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.167 -0.132 0.081 0.444 -0.115 -0.243 0.027 -0.080 0.087 0.044 0.081 0.071 -0.294 0.012 -0.918 -0.019 -0.008 -0.076 -0.027 -0.099 -0.139 -0.005 -0.007 | -| p4415_p | 0.167 1.000 0.020 0.145 -0.011 -0.021 0.008 -0.169 -0.241 0.285 -0.173 0.006 -0.050 -0.188 0.005 -0.053 0.012 0.008 -0.138 0.012 -0.091 0.005 -0.016 0.045 | -| p3770_p | -0.132 0.020 1.000 0.123 -0.011 0.005 0.001 -0.082 0.088 0.143 -0.153 -0.237 -0.088 0.152 -0.006 0.066 -0.032 0.047 -0.076 0.046 0.248 -0.001 -0.302 -0.014 | -| p4040_p | 0.081 0.145 0.123 1.000 0.001 -0.005 -0.001 0.289 0.018 0.215 -0.226 -0.252 -0.205 -0.045 0.000 -0.042 -0.105 0.021 0.006 0.030 -0.096 -0.001 -0.074 0.003 | -| rho_s | 0.444 -0.011 -0.011 0.001 1.000 -0.087 -0.457 0.004 0.152 -0.011 0.007 -0.028 0.008 0.090 0.011 -0.529 -0.010 -0.000 0.016 0.004 0.032 -0.182 -0.000 0.064 | -| phi_s | -0.115 -0.021 0.005 -0.005 -0.087 1.000 0.100 -0.031 0.065 0.002 -0.026 -0.047 -0.006 -0.013 0.570 0.128 0.010 -0.000 -0.011 -0.000 -0.015 0.074 -0.012 0.073 | -| omega_s | -0.243 0.008 0.001 -0.001 -0.457 0.100 1.000 0.001 -0.096 0.004 -0.001 0.014 -0.007 -0.049 0.012 0.283 -0.021 0.001 -0.007 -0.002 -0.014 0.851 0.001 -0.116 | -| p4160_s | 0.027 -0.169 -0.082 0.289 0.004 -0.031 0.001 1.000 -0.166 -0.166 0.121 0.294 -0.027 -0.124 0.007 -0.029 0.015 -0.002 0.313 -0.004 -0.063 0.002 0.024 0.065 | -| bplus_2 | -0.080 -0.241 0.088 0.018 0.152 0.065 -0.096 -0.166 1.000 -0.007 -0.152 -0.681 -0.060 0.275 -0.022 -0.153 -0.226 0.003 0.042 0.019 0.048 -0.059 0.049 -0.235 | -| p4160_p | 0.087 0.285 0.143 0.215 -0.011 0.002 0.004 -0.166 -0.007 1.000 -0.520 -0.324 -0.137 -0.039 -0.002 -0.022 -0.071 0.026 -0.044 0.045 -0.037 0.002 -0.050 -0.007 | -| p4040_s | 0.044 -0.173 -0.153 -0.226 0.007 -0.026 -0.001 0.121 -0.152 -0.520 1.000 0.375 0.042 -0.179 0.006 -0.035 0.044 -0.006 0.185 -0.011 -0.063 0.001 0.119 0.053 | -| Ctt | 0.081 0.006 -0.237 -0.252 -0.028 -0.047 0.014 0.294 -0.681 -0.324 0.375 1.000 0.224 -0.029 0.004 0.032 0.285 -0.003 0.218 -0.009 -0.314 0.008 -0.096 0.104 | -| psi2s_p | 0.071 -0.050 -0.088 -0.205 0.008 -0.006 -0.007 -0.027 -0.060 -0.137 0.042 0.224 1.000 -0.167 -0.002 -0.030 0.001 0.025 0.030 0.019 -0.056 -0.005 -0.391 0.003 | -| DDstar_p | -0.294 -0.188 0.152 -0.045 0.090 -0.013 -0.049 -0.124 0.275 -0.039 -0.179 -0.029 -0.167 1.000 -0.001 0.005 -0.117 0.008 -0.045 0.056 -0.212 -0.031 0.018 0.006 | -| phi_p | 0.012 0.005 -0.006 0.000 0.011 0.570 0.012 0.007 -0.022 -0.002 0.006 0.004 -0.002 -0.001 1.000 -0.018 -0.028 0.001 0.002 0.001 0.004 0.021 0.002 0.086 | -| bplus_0 | -0.918 -0.053 0.066 -0.042 -0.529 0.128 0.283 -0.029 -0.153 -0.022 -0.035 0.032 -0.030 0.005 -0.018 1.000 0.103 0.003 -0.000 0.005 -0.008 0.161 -0.017 -0.007 | -| jpsi_p | -0.019 0.012 -0.032 -0.105 -0.010 0.010 -0.021 0.015 -0.226 -0.071 0.044 0.285 0.001 -0.117 -0.028 0.103 1.000 0.049 0.005 0.058 0.168 -0.021 -0.064 -0.067 | -| Dbar_s | -0.008 0.008 0.047 0.021 -0.000 -0.000 0.001 -0.002 0.003 0.026 -0.006 -0.003 0.025 0.008 0.001 0.003 0.049 1.000 -0.001 -0.001 0.025 0.001 0.023 0.001 | -| p4415_s | -0.076 -0.138 -0.076 0.006 0.016 -0.011 -0.007 0.313 0.042 -0.044 0.185 0.218 0.030 -0.045 0.002 -0.000 0.005 -0.001 1.000 -0.005 0.027 -0.004 0.019 0.020 | -| DDstar_s | -0.027 0.012 0.046 0.030 0.004 -0.000 -0.002 -0.004 0.019 0.045 -0.011 -0.009 0.019 0.056 0.001 0.005 0.058 -0.001 -0.005 1.000 -0.006 -0.001 0.028 0.000 | -| Dbar_p | -0.099 -0.091 0.248 -0.096 0.032 -0.015 -0.014 -0.063 0.048 -0.037 -0.063 -0.314 -0.056 -0.212 0.004 -0.008 0.168 0.025 0.027 -0.006 1.000 -0.008 -0.105 0.026 | -| omega_p | -0.139 0.005 -0.001 -0.001 -0.182 0.074 0.851 0.002 -0.059 0.002 0.001 0.008 -0.005 -0.031 0.021 0.161 -0.021 0.001 -0.004 -0.001 -0.008 1.000 0.000 -0.264 | -| p3770_s | -0.005 -0.016 -0.302 -0.074 -0.000 -0.012 0.001 0.024 0.049 -0.050 0.119 -0.096 -0.391 0.018 0.002 -0.017 -0.064 0.023 0.019 0.028 -0.105 0.000 1.000 0.020 | -| rho_p | -0.007 0.045 -0.014 0.003 0.064 0.073 -0.116 0.065 -0.235 -0.007 0.053 0.104 0.003 0.006 0.086 -0.007 -0.067 0.001 0.020 0.000 0.026 -0.264 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.055083356476083756}), (, {'error': 0.21326588219872367}), (, {'error': 0.09643524240170631}), (, {'error': 0.1739895904902493}), (, {'error': 0.3997841178990018}), (, {'error': 1.0796112055728058}), (, {'error': 3.2049998517131715}), (, {'error': 0.17469385891772926}), (, {'error': 0.07907995623427455}), (, {'error': 0.10544543063913592}), (, {'error': 0.17728390242243258}), (, {'error': 0.2147831630255047}), (, {'error': 0.031592906295494494}), (, {'error': 0.3634609671553992}), (, {'error': 0.20819700365465543}), (, {'error': 0.027640455988990786}), (, {'error': 0.024425132033940145}), (, {'error': 0.020297156602787858}), (, {'error': 0.19732682928677053}), (, {'error': 0.027672707241837208}), (, {'error': 0.30994491074097663}), (, {'error': 2.4753309067844738}), (, {'error': 0.23878797982892364}), (, {'error': 0.5894538291895106})]) -Toy 9/25 -Time taken: 51 min, 18 s -Projected time left: 1 h, 31 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1220 (1220 total) | -| EDM = 8.26E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297253.9495742149 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.67 | 0.06 | | | -2 | 2 | | -| 1 | p4415_p | -2.05 | 0.27 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 18.0 | 1.5 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 5.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.28 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.35 | 0.08 | | | -2 | 2 | | -| 9 | p4160_p | -1.76 | 0.08 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.005 | 0.054 | | |0.00501244| 2.01499 | | -| 11| Ctt | -1.12 | 0.20 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.911 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.10 | 0.32 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.371 | 0.029 | | | -2 | 2 | | -| 16| jpsi_p | -1.622 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.77 | 0.20 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -0.98 | 0.31 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.38 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.26 | 0.47 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.151 -0.173 -0.006 0.446 -0.102 -0.294 0.009 -0.031 0.038 0.002 0.111 0.036 -0.270 0.005 -0.936 -0.114 -0.002 -0.083 -0.007 -0.113 0.052 -0.071 -0.267 | -| p4415_p | 0.151 1.000 -0.022 -0.005 0.036 -0.022 -0.011 -0.159 -0.258 0.201 0.016 0.108 -0.076 -0.120 0.006 -0.076 -0.025 0.009 -0.109 0.016 -0.100 0.001 -0.013 0.046 | -| p3770_p | -0.173 -0.022 1.000 -0.008 -0.013 0.001 0.005 -0.106 0.112 0.173 0.022 -0.240 0.034 0.217 -0.006 0.075 0.119 0.027 -0.063 0.024 0.376 -0.000 -0.139 -0.004 | -| p4040_p | -0.006 -0.005 -0.008 1.000 -0.003 0.001 0.001 -0.028 -0.000 0.000 -0.440 0.014 0.019 0.000 -0.000 0.006 0.009 -0.001 -0.005 -0.002 0.007 -0.000 0.002 -0.001 | -| rho_s | 0.446 0.036 -0.013 -0.003 1.000 -0.031 -0.500 0.032 0.059 0.024 0.001 0.012 0.038 0.063 0.053 -0.513 -0.015 -0.002 0.013 -0.002 0.044 0.110 0.013 -0.081 | -| phi_s | -0.102 -0.022 0.001 0.001 -0.031 1.000 0.071 -0.021 0.028 -0.011 -0.000 -0.031 -0.016 -0.009 0.809 0.108 -0.020 0.001 -0.004 0.001 -0.012 -0.033 -0.009 0.172 | -| omega_s | -0.294 -0.011 0.005 0.001 -0.500 0.071 1.000 -0.005 -0.090 -0.013 -0.001 0.008 -0.022 -0.035 -0.002 0.328 -0.017 0.001 -0.005 0.001 -0.019 -0.347 -0.004 0.422 | -| p4160_s | 0.009 -0.159 -0.106 -0.028 0.032 -0.021 -0.005 1.000 -0.211 -0.161 0.036 0.366 -0.008 -0.070 0.008 -0.020 0.006 -0.000 0.336 0.002 -0.057 0.000 0.005 0.062 | -| bplus_2 | -0.031 -0.258 0.112 -0.000 0.059 0.028 -0.090 -0.211 1.000 0.033 0.009 -0.730 -0.027 0.221 -0.026 -0.176 -0.143 -0.002 0.048 0.001 0.075 0.019 0.116 -0.290 | -| p4160_p | 0.038 0.201 0.173 0.000 0.024 -0.011 -0.013 -0.161 0.033 1.000 0.034 -0.292 -0.162 0.101 -0.001 -0.046 -0.033 0.028 -0.027 0.045 0.030 0.003 0.060 -0.001 | -| p4040_s | 0.002 0.016 0.022 -0.440 0.001 -0.000 -0.001 0.036 0.009 0.034 1.000 -0.040 -0.023 0.011 -0.000 -0.003 -0.007 0.002 -0.003 0.002 -0.001 0.000 -0.005 -0.001 | -| Ctt | 0.111 0.108 -0.240 0.014 0.012 -0.031 0.008 0.366 -0.730 -0.292 -0.040 1.000 0.181 -0.043 0.003 0.024 0.214 0.010 0.193 -0.005 -0.313 -0.002 -0.247 0.097 | -| psi2s_p | 0.036 -0.076 0.034 0.019 0.038 -0.016 -0.022 -0.008 -0.027 -0.162 -0.023 0.181 1.000 -0.031 -0.004 -0.051 -0.030 0.030 0.046 0.029 -0.002 0.004 -0.479 -0.006 | -| DDstar_p | -0.270 -0.120 0.217 0.000 0.063 -0.009 -0.035 -0.070 0.221 0.101 0.011 -0.043 -0.031 1.000 -0.001 0.024 0.149 0.004 -0.021 0.037 -0.139 0.007 0.166 -0.024 | -| phi_p | 0.005 0.006 -0.006 -0.000 0.053 0.809 -0.002 0.008 -0.026 -0.001 -0.000 0.003 -0.004 -0.001 1.000 -0.012 -0.043 0.001 0.001 0.000 0.006 -0.019 0.000 0.131 | -| bplus_0 | -0.936 -0.076 0.075 0.006 -0.513 0.108 0.328 -0.020 -0.176 -0.046 -0.003 0.024 -0.051 0.024 -0.012 1.000 0.101 0.003 0.013 0.005 -0.012 -0.058 -0.003 0.288 | -| jpsi_p | -0.114 -0.025 0.119 0.009 -0.015 -0.020 -0.017 0.006 -0.143 -0.033 -0.007 0.214 -0.030 0.149 -0.043 0.101 1.000 0.042 0.006 0.054 0.282 0.008 -0.028 -0.066 | -| Dbar_s | -0.002 0.009 0.027 -0.001 -0.002 0.001 0.001 -0.000 -0.002 0.028 0.002 0.010 0.030 0.004 0.001 0.003 0.042 1.000 -0.001 -0.001 0.020 -0.000 0.027 0.002 | -| p4415_s | -0.083 -0.109 -0.063 -0.005 0.013 -0.004 -0.005 0.336 0.048 -0.027 -0.003 0.193 0.046 -0.021 0.001 0.013 0.006 -0.001 1.000 -0.003 0.037 0.001 -0.008 0.005 | -| DDstar_s | -0.007 0.016 0.024 -0.002 -0.002 0.001 0.001 0.002 0.001 0.045 0.002 -0.005 0.029 0.037 0.000 0.005 0.054 -0.001 -0.003 1.000 0.003 -0.000 0.025 0.001 | -| Dbar_p | -0.113 -0.100 0.376 0.007 0.044 -0.012 -0.019 -0.057 0.075 0.030 -0.001 -0.313 -0.002 -0.139 0.006 -0.012 0.282 0.020 0.037 0.003 1.000 0.003 0.031 0.013 | -| omega_p | 0.052 0.001 -0.000 -0.000 0.110 -0.033 -0.347 0.000 0.019 0.003 0.000 -0.002 0.004 0.007 -0.019 -0.058 0.008 -0.000 0.001 -0.000 0.003 1.000 0.001 0.006 | -| p3770_s | -0.071 -0.013 -0.139 0.002 0.013 -0.009 -0.004 0.005 0.116 0.060 -0.005 -0.247 -0.479 0.166 0.000 -0.003 -0.028 0.027 -0.008 0.025 0.031 0.001 1.000 0.014 | -| rho_p | -0.267 0.046 -0.004 -0.001 -0.081 0.172 0.422 0.062 -0.290 -0.001 -0.001 0.097 -0.006 -0.024 0.131 0.288 -0.066 0.002 0.005 0.001 0.013 0.006 0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05541791287266751}), (, {'error': 0.27070631939131684}), (, {'error': 0.09904203687488233}), (, {'error': 9.546587950002278}), (, {'error': 0.4054637594323481}), (, {'error': 1.5050508432533345}), (, {'error': 1.2473444154468671}), (, {'error': 0.16157439595755685}), (, {'error': 0.07728379282601106}), (, {'error': 0.08418499503809773}), (, {'error': 0.054441710970399924}), (, {'error': 0.2036733532495666}), (, {'error': 0.030191842071491948}), (, {'error': 0.31934382838944897}), (, {'error': 0.3242814595344985}), (, {'error': 0.028906455936056674}), (, {'error': 0.025265627274274838}), (, {'error': 0.018166701102124094}), (, {'error': 0.1962156090241013}), (, {'error': 0.021359665548265294}), (, {'error': 0.30508068823689305}), (, {'error': 0.41476014633100533}), (, {'error': 0.2336941109536852}), (, {'error': 0.470981700728339})]) -Toy 10/25 -Time taken: 56 min, 55 s -Projected time left: 1 h, 25 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1816 (1816 total) | -| EDM = 0.000171 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297075.148234067 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.899 | 0.023 | | | -2 | 2 | | -| 1 | p4415_p | 4.14 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.86 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.56 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.63 | 0.19 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 16.2 | 0.5 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 6.5 | 0.5 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 1.98 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.33 | 0.07 | | | -2 | 2 | | -| 9 | p4160_p | -2.18 | 0.06 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.90 | 0.14 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.13 | 0.13 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.801 | 0.018 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -6.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.14 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.502 | 0.012 | | | -2 | 2 | | -| 16| jpsi_p | -4.658 | 0.014 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.07 | 0.48 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.15 | 0.14 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -2.3 | 8.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.05 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.51 | 0.13 | | |0.918861 | 4.08114 | | -| 23| rho_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.636 0.909 -0.508 0.006 0.192 0.078 -0.799 0.903 0.248 -0.776 -0.873 -0.190 0.833 -0.134 0.934 -0.030 -0.974 -0.657 0.440 0.974 -0.133 -0.258 0.303 | -| p4415_p | -0.636 1.000 -0.603 0.364 -0.002 -0.133 -0.055 0.508 -0.594 -0.115 0.502 0.579 0.121 -0.532 0.092 -0.634 0.033 0.653 0.438 -0.296 -0.653 0.091 0.183 -0.208 | -| p3770_p | 0.909 -0.603 1.000 -0.469 0.002 0.188 0.077 -0.774 0.877 0.263 -0.750 -0.842 -0.185 0.818 -0.131 0.908 -0.039 -0.935 -0.647 0.425 0.933 -0.130 -0.288 0.297 | -| p4040_p | -0.508 0.364 -0.469 1.000 -0.003 -0.106 -0.044 0.502 -0.471 -0.154 0.403 0.426 0.062 -0.400 0.072 -0.506 0.026 0.516 0.384 -0.238 -0.520 0.072 0.109 -0.165 | -| rho_s | 0.006 -0.002 0.002 -0.003 1.000 0.010 -0.141 -0.003 0.005 -0.000 -0.003 -0.003 -0.001 0.003 0.001 0.010 -0.005 -0.003 -0.002 0.001 0.003 0.032 -0.004 -0.084 | -| phi_s | 0.192 -0.133 0.188 -0.106 0.010 1.000 0.021 -0.169 0.174 0.052 -0.164 -0.176 -0.044 0.175 0.255 0.191 -0.020 -0.201 -0.139 0.091 0.201 -0.016 -0.058 0.044 | -| omega_s | 0.078 -0.055 0.077 -0.044 -0.141 0.021 1.000 -0.069 0.069 0.021 -0.068 -0.072 -0.018 0.072 -0.029 0.078 -0.010 -0.082 -0.057 0.037 0.082 0.251 -0.024 -0.045 | -| p4160_s | -0.799 0.508 -0.774 0.502 -0.003 -0.169 -0.069 1.000 -0.772 -0.233 0.643 0.764 0.148 -0.705 0.116 -0.798 0.030 0.831 0.598 -0.374 -0.830 0.115 0.234 -0.263 | -| bplus_2 | 0.903 -0.594 0.877 -0.471 0.005 0.174 0.069 -0.772 1.000 0.266 -0.754 -0.805 -0.194 0.798 -0.124 0.901 -0.032 -0.935 -0.656 0.426 0.937 -0.124 -0.241 0.279 | -| p4160_p | 0.248 -0.115 0.263 -0.154 -0.000 0.052 0.021 -0.233 0.266 1.000 -0.296 -0.286 -0.061 0.297 -0.037 0.249 0.015 -0.268 -0.130 0.117 0.263 -0.036 -0.077 0.083 | -| p4040_s | -0.776 0.502 -0.750 0.403 -0.003 -0.164 -0.068 0.643 -0.754 -0.296 1.000 0.748 0.148 -0.673 0.113 -0.775 0.041 0.807 0.561 -0.363 -0.806 0.112 0.249 -0.256 | -| Ctt | -0.873 0.579 -0.842 0.426 -0.003 -0.176 -0.072 0.764 -0.805 -0.286 0.748 1.000 0.222 -0.766 0.122 -0.871 -0.006 0.895 0.655 -0.411 -0.898 0.122 0.222 -0.278 | -| psi2s_p | -0.190 0.121 -0.185 0.062 -0.001 -0.044 -0.018 0.148 -0.194 -0.061 0.148 0.222 1.000 -0.109 0.029 -0.189 0.064 0.199 0.129 -0.088 -0.204 0.028 -0.078 -0.065 | -| DDstar_p | 0.833 -0.532 0.818 -0.400 0.003 0.175 0.072 -0.705 0.798 0.297 -0.673 -0.766 -0.109 1.000 -0.118 0.831 0.064 -0.863 -0.598 0.397 0.868 -0.118 -0.178 0.272 | -| phi_p | -0.134 0.092 -0.131 0.072 0.001 0.255 -0.029 0.116 -0.124 -0.037 0.113 0.122 0.029 -0.118 1.000 -0.133 0.004 0.140 0.096 -0.063 -0.140 0.026 0.038 -0.053 | -| bplus_0 | 0.934 -0.634 0.908 -0.506 0.010 0.191 0.078 -0.798 0.901 0.249 -0.775 -0.871 -0.189 0.831 -0.133 1.000 -0.029 -0.972 -0.656 0.439 0.972 -0.133 -0.256 0.303 | -| jpsi_p | -0.030 0.033 -0.039 0.026 -0.005 -0.020 -0.010 0.030 -0.032 0.015 0.041 -0.006 0.064 0.064 0.004 -0.029 1.000 0.039 0.014 -0.012 -0.046 0.005 0.046 -0.015 | -| Dbar_s | -0.974 0.653 -0.935 0.516 -0.003 -0.201 -0.082 0.831 -0.935 -0.268 0.807 0.895 0.199 -0.863 0.140 -0.972 0.039 1.000 0.692 -0.457 -0.996 0.139 0.267 -0.316 | -| p4415_s | -0.657 0.438 -0.647 0.384 -0.002 -0.139 -0.057 0.598 -0.656 -0.130 0.561 0.655 0.129 -0.598 0.096 -0.656 0.014 0.692 1.000 -0.309 -0.691 0.095 0.193 -0.218 | -| DDstar_s | 0.440 -0.296 0.425 -0.238 0.001 0.091 0.037 -0.374 0.426 0.117 -0.363 -0.411 -0.088 0.397 -0.063 0.439 -0.012 -0.457 -0.309 1.000 0.457 -0.063 -0.124 0.143 | -| Dbar_p | 0.974 -0.653 0.933 -0.520 0.003 0.201 0.082 -0.830 0.937 0.263 -0.806 -0.898 -0.204 0.868 -0.140 0.972 -0.046 -0.996 -0.691 0.457 1.000 -0.139 -0.273 0.316 | -| omega_p | -0.133 0.091 -0.130 0.072 0.032 -0.016 0.251 0.115 -0.124 -0.036 0.112 0.122 0.028 -0.118 0.026 -0.133 0.005 0.139 0.095 -0.063 -0.139 1.000 0.038 -0.021 | -| p3770_s | -0.258 0.183 -0.288 0.109 -0.004 -0.058 -0.024 0.234 -0.241 -0.077 0.249 0.222 -0.078 -0.178 0.038 -0.256 0.046 0.267 0.193 -0.124 -0.273 0.038 1.000 -0.087 | -| rho_p | 0.303 -0.208 0.297 -0.165 -0.084 0.044 -0.045 -0.263 0.279 0.083 -0.256 -0.278 -0.065 0.272 -0.053 0.303 -0.015 -0.316 -0.218 0.143 0.316 -0.021 -0.087 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.022734785249449385}), (, {'error': 0.14015028964249243}), (, {'error': 0.18730875880458742}), (, {'error': 0.12367972954570838}), (, {'error': 0.18579835388838883}), (, {'error': 0.5427846641486518}), (, {'error': 0.523329682135405}), (, {'error': 0.15327563662599042}), (, {'error': 0.07410810507540266}), (, {'error': 0.0563221390781008}), (, {'error': 0.14377869390800846}), (, {'error': 0.1301467777883838}), (, {'error': 0.017814855578508038}), (, {'error': 0.3008856333706391}), (, {'error': 0.13130632828272848}), (, {'error': 0.01243193172074597}), (, {'error': 0.01373881669724275}), (, {'error': 0.4806477889220343}), (, {'error': 0.1421381734483923}), (, {'error': 0.05366372623540444}), (, {'error': 8.254670809651444}), (, {'error': 0.1670440348609561}), (, {'error': 0.12936485730178204}), (, {'error': 0.10024842811127233})]) -Toy 11/25 -Time taken: 1 h, 4 min -Projected time left: 1 h, 21 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.979E+05 | Ncalls=566 (577 total) | -| EDM = 1.25E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297948.7097362945 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -1.241 | 0.027 | | | -2 | 2 | | -| 1 | p4415_p | 5.670 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -6.157 | 0.012 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6.164 | 0.013 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.387E-1 | 0.018E-1 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 21.27 | 0.24 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 7.04 | 0.03 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 0.785 | 0.005 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.89 | 0.15 | | | -2 | 2 | | -| 9 | p4160_p | -2.67 | 0.08 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.239 | 0.007 | | |0.00501244| 2.01499 | | -| 11| Ctt | -1.413 | 0.009 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 2.487 | 0.019 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -1.46 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -2.6 | 7.8 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.614 | 0.006 | | | -2 | 2 | | -| 16| jpsi_p | 4.67 | 0.06 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -2.452E-1 | 0.026E-1 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.468 | 0.012 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.093 | 0.003 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -6.252 | 0.007 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 4.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 1.480 | 0.013 | | |0.918861 | 4.08114 | | -| 23| rho_p | 4.26 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.070 0.315 0.085 0.168 0.977 0.490 0.012 0.988 -0.700 -0.085 -0.759 -0.815 -0.931 -0.993 0.961 -0.978 -0.693 -0.189 -0.381 -0.142 0.980 -0.105 0.491 | -| p4415_p | 0.070 1.000 0.024 0.007 0.012 0.072 0.036 0.001 0.074 -0.063 -0.007 -0.059 -0.059 -0.066 -0.073 0.067 -0.071 -0.051 -0.008 -0.029 -0.011 0.072 -0.007 0.036 | -| p3770_p | 0.315 0.024 1.000 0.027 0.054 0.313 0.157 0.003 0.317 -0.225 -0.026 -0.242 -0.255 -0.299 -0.318 0.309 -0.313 -0.221 -0.061 -0.121 -0.044 0.314 -0.043 0.157 | -| p4040_p | 0.085 0.007 0.027 1.000 0.014 0.084 0.042 0.001 0.085 -0.060 -0.009 -0.065 -0.069 -0.080 -0.086 0.083 -0.084 -0.060 -0.016 -0.033 -0.012 0.084 -0.009 0.042 | -| rho_s | 0.168 0.012 0.054 0.014 1.000 0.166 0.083 0.002 0.168 -0.119 -0.014 -0.129 -0.139 -0.159 -0.169 0.164 -0.166 -0.118 -0.032 -0.065 -0.024 0.167 -0.018 0.085 | -| phi_s | 0.977 0.072 0.313 0.084 0.166 1.000 0.486 0.011 0.981 -0.696 -0.084 -0.753 -0.810 -0.925 -0.984 0.957 -0.969 -0.688 -0.188 -0.377 -0.140 0.972 -0.103 0.486 | -| omega_s | 0.490 0.036 0.157 0.042 0.083 0.486 1.000 0.006 0.492 -0.349 -0.042 -0.377 -0.406 -0.464 -0.494 0.480 -0.486 -0.345 -0.095 -0.189 -0.070 0.488 -0.052 0.244 | -| p4160_s | 0.012 0.001 0.003 0.001 0.002 0.011 0.006 1.000 0.012 0.004 -0.000 -0.008 -0.010 -0.012 -0.012 0.012 -0.011 -0.008 -0.003 -0.004 -0.001 0.012 -0.001 0.006 | -| bplus_2 | 0.988 0.074 0.317 0.085 0.168 0.981 0.492 0.012 1.000 -0.703 -0.084 -0.761 -0.820 -0.936 -0.996 0.967 -0.981 -0.696 -0.191 -0.382 -0.142 0.984 -0.105 0.492 | -| p4160_p | -0.700 -0.063 -0.225 -0.060 -0.119 -0.696 -0.349 0.004 -0.703 1.000 0.064 0.540 0.575 0.662 0.707 -0.684 0.697 0.492 0.135 0.270 0.100 -0.698 0.075 -0.350 | -| p4040_s | -0.085 -0.007 -0.026 -0.009 -0.014 -0.084 -0.042 -0.000 -0.084 0.064 1.000 0.064 0.069 0.080 0.085 -0.083 0.084 0.059 0.017 0.032 0.012 -0.084 0.009 -0.042 | -| Ctt | -0.759 -0.059 -0.242 -0.065 -0.129 -0.753 -0.377 -0.008 -0.761 0.540 0.064 1.000 0.627 0.719 0.765 -0.744 0.753 0.534 0.147 0.293 0.109 -0.755 0.080 -0.378 | -| psi2s_p | -0.815 -0.059 -0.255 -0.069 -0.139 -0.810 -0.406 -0.010 -0.820 0.575 0.069 0.627 1.000 0.770 0.823 -0.797 0.810 0.572 0.156 0.311 0.114 -0.813 0.089 -0.407 | -| DDstar_p | -0.931 -0.066 -0.299 -0.080 -0.159 -0.925 -0.464 -0.012 -0.936 0.662 0.080 0.719 0.770 1.000 0.940 -0.910 0.926 0.656 0.179 0.358 0.134 -0.928 0.099 -0.464 | -| phi_p | -0.993 -0.073 -0.318 -0.086 -0.169 -0.984 -0.494 -0.012 -0.996 0.707 0.085 0.765 0.823 0.940 1.000 -0.973 0.984 0.699 0.192 0.383 0.142 -0.987 0.105 -0.494 | -| bplus_0 | 0.961 0.067 0.309 0.083 0.164 0.957 0.480 0.012 0.967 -0.684 -0.083 -0.744 -0.797 -0.910 -0.973 1.000 -0.960 -0.678 -0.184 -0.374 -0.140 0.961 -0.103 0.481 | -| jpsi_p | -0.978 -0.071 -0.313 -0.084 -0.166 -0.969 -0.486 -0.011 -0.981 0.697 0.084 0.753 0.810 0.926 0.984 -0.960 1.000 0.689 0.189 0.375 0.138 -0.972 0.103 -0.486 | -| Dbar_s | -0.693 -0.051 -0.221 -0.060 -0.118 -0.688 -0.345 -0.008 -0.696 0.492 0.059 0.534 0.572 0.656 0.699 -0.678 0.689 1.000 0.133 0.268 0.098 -0.690 0.073 -0.345 | -| p4415_s | -0.189 -0.008 -0.061 -0.016 -0.032 -0.188 -0.095 -0.003 -0.191 0.135 0.017 0.147 0.156 0.179 0.192 -0.184 0.189 0.133 1.000 0.074 0.028 -0.189 0.020 -0.095 | -| DDstar_s | -0.381 -0.029 -0.121 -0.033 -0.065 -0.377 -0.189 -0.004 -0.382 0.270 0.032 0.293 0.311 0.358 0.383 -0.374 0.375 0.268 0.074 1.000 0.054 -0.379 0.039 -0.189 | -| Dbar_p | -0.142 -0.011 -0.044 -0.012 -0.024 -0.140 -0.070 -0.001 -0.142 0.100 0.012 0.109 0.114 0.134 0.142 -0.140 0.138 0.098 0.028 0.054 1.000 -0.140 0.014 -0.070 | -| omega_p | 0.980 0.072 0.314 0.084 0.167 0.972 0.488 0.012 0.984 -0.698 -0.084 -0.755 -0.813 -0.928 -0.987 0.961 -0.972 -0.690 -0.189 -0.379 -0.140 1.000 -0.104 0.488 | -| p3770_s | -0.105 -0.007 -0.043 -0.009 -0.018 -0.103 -0.052 -0.001 -0.105 0.075 0.009 0.080 0.089 0.099 0.105 -0.103 0.103 0.073 0.020 0.039 0.014 -0.104 1.000 -0.052 | -| rho_p | 0.491 0.036 0.157 0.042 0.085 0.486 0.244 0.006 0.492 -0.350 -0.042 -0.378 -0.407 -0.464 -0.494 0.481 -0.486 -0.345 -0.095 -0.189 -0.070 0.488 -0.052 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.026869560230570966}), (, {'error': 0.027706777866922216}), (, {'error': 0.01224781986156831}), (, {'error': 0.013132692441458982}), (, {'error': 0.001829655879409798}), (, {'error': 0.2365471437590454}), (, {'error': 0.03233800151516775}), (, {'error': 0.004776543265737676}), (, {'error': 0.14653510736885222}), (, {'error': 0.07876598388948519}), (, {'error': 0.006951349163313386}), (, {'error': 0.008645424470390184}), (, {'error': 0.019112886640682447}), (, {'error': 0.1624600762657198}), (, {'error': 7.8019045754974545}), (, {'error': 0.006430657920467819}), (, {'error': 0.05522748145921774}), (, {'error': 0.0026299303391907336}), (, {'error': 0.011889475376780312}), (, {'error': 0.0033254789071761603}), (, {'error': 0.007120857970846828}), (, {'error': 0.29616413816620035}), (, {'error': 0.013002294605166331}), (, {'error': 0.057465109098242984})]) -Toy 12/25 -Time taken: 1 h, 8 min -Projected time left: 1 h, 14 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1290 (1290 total) | -| EDM = 0.000307 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297243.7735210872 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.88 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | -2.04 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.55 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.60 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 20.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.03 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.07 | 0.08 | | | -2 | 2 | | -| 9 | p4160_p | -2.29 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.08 | 0.18 | | |0.00501244| 2.01499 | | -| 11| Ctt | 0.08 | 0.27 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 3.1 | 1.3 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.52 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.424 | 0.017 | | | -2 | 2 | | -| 16| jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.23 | 0.14 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.03 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -2.9 | 2.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.33 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.0 | 0.4 | | |0.918861 | 4.08114 | | -| 23| rho_p | -6.3 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.109 0.090 0.205 0.127 -0.045 -0.015 -0.075 -0.139 0.152 -0.140 0.311 0.192 0.290 -0.010 -0.755 0.161 0.352 -0.113 0.026 -0.313 0.083 0.227 -0.035 | -| p4415_p | 0.109 1.000 0.206 0.300 -0.031 0.001 0.004 -0.204 -0.080 0.468 -0.239 -0.015 0.128 -0.077 0.008 0.039 0.296 0.119 -0.132 -0.026 -0.106 -0.015 0.183 0.011 | -| p3770_p | 0.090 0.206 1.000 0.484 -0.078 0.035 0.004 -0.129 0.154 0.446 -0.300 0.263 0.441 0.375 0.014 0.080 0.460 0.132 -0.134 0.157 -0.520 -0.049 0.361 0.005 | -| p4040_p | 0.205 0.300 0.484 1.000 -0.112 0.042 0.008 0.119 0.195 0.535 -0.364 0.317 0.396 0.400 0.016 0.095 0.572 0.446 -0.077 0.144 -0.608 -0.071 0.551 0.012 | -| rho_s | 0.127 -0.031 -0.078 -0.112 1.000 -0.095 -0.083 0.068 -0.097 -0.090 0.098 -0.124 -0.105 -0.156 -0.020 -0.297 -0.081 -0.195 0.067 -0.018 0.173 0.670 -0.133 -0.053 | -| phi_s | -0.045 0.001 0.035 0.042 -0.095 1.000 -0.001 -0.046 0.132 0.038 -0.051 0.029 0.044 0.060 0.562 0.108 0.025 0.078 -0.033 0.012 -0.073 -0.038 0.049 -0.024 | -| omega_s | -0.015 0.004 0.004 0.008 -0.083 -0.001 1.000 -0.002 -0.008 0.006 -0.005 0.011 0.007 0.011 0.014 0.027 0.008 0.013 -0.004 0.000 -0.010 -0.358 0.009 0.010 | -| p4160_s | -0.075 -0.204 -0.129 0.119 0.068 -0.046 -0.002 1.000 -0.113 -0.165 0.112 0.012 -0.136 -0.202 -0.008 -0.083 -0.131 -0.065 0.277 -0.082 0.197 0.049 -0.116 0.004 | -| bplus_2 | -0.139 -0.080 0.154 0.195 -0.097 0.132 -0.008 -0.113 1.000 0.148 -0.126 -0.205 0.177 0.197 0.016 0.004 0.352 0.113 0.004 0.119 -0.273 -0.087 0.254 -0.056 | -| p4160_p | 0.152 0.468 0.446 0.535 -0.090 0.038 0.006 -0.165 0.148 1.000 -0.504 0.084 0.342 0.148 0.017 0.086 0.578 0.250 -0.077 0.079 -0.408 -0.056 0.440 0.008 | -| p4040_s | -0.140 -0.239 -0.300 -0.364 0.098 -0.051 -0.005 0.112 -0.126 -0.504 1.000 -0.087 -0.227 -0.357 -0.011 -0.113 -0.252 -0.205 0.163 -0.141 0.390 0.067 -0.231 -0.003 | -| Ctt | 0.311 -0.015 0.263 0.317 -0.124 0.029 0.011 0.012 -0.205 0.084 -0.087 1.000 0.571 0.736 0.015 0.160 0.218 0.716 0.027 0.227 -0.744 -0.073 0.518 0.028 | -| psi2s_p | 0.192 0.128 0.441 0.396 -0.105 0.044 0.007 -0.136 0.177 0.342 -0.227 0.571 1.000 0.484 0.015 0.092 0.527 0.466 -0.102 0.149 -0.643 -0.067 0.408 0.009 | -| DDstar_p | 0.290 -0.077 0.375 0.400 -0.156 0.060 0.011 -0.202 0.197 0.148 -0.357 0.736 0.484 1.000 0.011 0.149 0.311 0.679 -0.124 0.295 -0.919 -0.104 0.625 0.016 | -| phi_p | -0.010 0.008 0.014 0.016 -0.020 0.562 0.014 -0.008 0.016 0.017 -0.011 0.015 0.015 0.011 1.000 0.030 0.008 0.017 -0.008 0.002 -0.019 0.009 0.017 -0.065 | -| bplus_0 | -0.755 0.039 0.080 0.095 -0.297 0.108 0.027 -0.083 0.004 0.086 -0.113 0.160 0.092 0.149 0.030 1.000 0.013 0.221 -0.094 0.000 -0.158 -0.189 0.112 0.054 | -| jpsi_p | 0.161 0.296 0.460 0.572 -0.081 0.025 0.008 -0.131 0.352 0.578 -0.252 0.218 0.527 0.311 0.008 0.013 1.000 0.321 -0.158 0.099 -0.582 -0.054 0.617 0.003 | -| Dbar_s | 0.352 0.119 0.132 0.446 -0.195 0.078 0.013 -0.065 0.113 0.250 -0.205 0.716 0.466 0.679 0.017 0.221 0.321 1.000 -0.091 0.248 -0.719 -0.129 0.560 0.020 | -| p4415_s | -0.113 -0.132 -0.134 -0.077 0.067 -0.033 -0.004 0.277 0.004 -0.077 0.163 0.027 -0.102 -0.124 -0.008 -0.094 -0.158 -0.091 1.000 -0.060 0.160 0.045 -0.122 -0.004 | -| DDstar_s | 0.026 -0.026 0.157 0.144 -0.018 0.012 0.000 -0.082 0.119 0.079 -0.141 0.227 0.149 0.295 0.002 0.000 0.099 0.248 -0.060 1.000 -0.283 -0.014 0.218 -0.001 | -| Dbar_p | -0.313 -0.106 -0.520 -0.608 0.173 -0.073 -0.010 0.197 -0.273 -0.408 0.390 -0.744 -0.643 -0.919 -0.019 -0.158 -0.582 -0.719 0.160 -0.283 1.000 0.114 -0.787 -0.016 | -| omega_p | 0.083 -0.015 -0.049 -0.071 0.670 -0.038 -0.358 0.049 -0.087 -0.056 0.067 -0.073 -0.067 -0.104 0.009 -0.189 -0.054 -0.129 0.045 -0.014 0.114 1.000 -0.085 -0.120 | -| p3770_s | 0.227 0.183 0.361 0.551 -0.133 0.049 0.009 -0.116 0.254 0.440 -0.231 0.518 0.408 0.625 0.017 0.112 0.617 0.560 -0.122 0.218 -0.787 -0.085 1.000 0.015 | -| rho_p | -0.035 0.011 0.005 0.012 -0.053 -0.024 0.010 0.004 -0.056 0.008 -0.003 0.028 0.009 0.016 -0.065 0.054 0.003 0.020 -0.004 -0.001 -0.016 -0.120 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03590939227448908}), (, {'error': 0.22488290716388715}), (, {'error': 0.12870922552861064}), (, {'error': 0.23654736091584638}), (, {'error': 0.4064340761128785}), (, {'error': 1.046838998053028}), (, {'error': 3.3290141887438}), (, {'error': 0.16848355540108917}), (, {'error': 0.07644694483582393}), (, {'error': 0.14689934952520933}), (, {'error': 0.18488808751465852}), (, {'error': 0.26853585264195934}), (, {'error': 0.04345336219936691}), (, {'error': 1.3142367566400521}), (, {'error': 0.1576229971221963}), (, {'error': 0.016711315314897224}), (, {'error': 0.03938527645917933}), (, {'error': 0.14216946965268504}), (, {'error': 0.1872927578454439}), (, {'error': 0.07820169085387291}), (, {'error': 2.3261694349933655}), (, {'error': 0.24162588972039734}), (, {'error': 0.375218518421772}), (, {'error': 0.348829136500866})]) -Toy 13/25 -Time taken: 1 h, 14 min -Projected time left: 1 h, 9 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1376 (1376 total) | -| EDM = 3.11E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297413.1175022632 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.90 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | 4.18 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.50 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.66 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 17.5 | 1.5 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 4.2 | 0.5 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.20 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.10 | 0.08 | | | -2 | 2 | | -| 9 | p4160_p | -2.02 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.85 | 0.18 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.27 | 0.28 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -3.2 | 1.4 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.07 | 0.35 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.445 | 0.017 | | | -2 | 2 | | -| 16| jpsi_p | 1.68 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.13 | 0.36 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.05 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 5.7 | 1.5 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.25 | 0.40 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.8 | 0.3 | | |0.918861 | 4.08114 | | -| 23| rho_p | 0.014 | 0.216 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.043 0.040 0.141 0.065 -0.015 -0.011 -0.045 -0.143 0.048 -0.114 0.295 0.149 0.278 0.006 -0.728 0.047 -0.322 -0.107 0.036 -0.202 -0.003 0.174 -0.077 | -| p4415_p | 0.043 1.000 0.155 0.232 0.008 -0.005 0.002 -0.086 -0.120 0.482 -0.174 -0.128 0.048 -0.252 0.007 0.006 0.272 0.064 -0.125 -0.108 0.101 0.001 0.078 0.040 | -| p3770_p | 0.040 0.155 1.000 0.365 -0.037 0.008 0.002 -0.046 0.084 0.353 -0.230 0.142 0.317 0.208 0.000 0.061 0.346 -0.320 -0.106 0.148 -0.487 0.005 0.179 -0.005 | -| p4040_p | 0.141 0.232 0.365 1.000 -0.048 0.013 0.005 0.264 0.075 0.351 -0.275 0.173 0.221 0.188 0.006 0.079 0.392 -0.406 -0.020 0.104 -0.342 0.007 0.360 0.019 | -| rho_s | 0.065 0.008 -0.037 -0.048 1.000 0.061 -0.047 0.042 -0.084 -0.025 0.061 -0.079 -0.056 -0.103 0.078 -0.190 -0.015 0.124 0.042 -0.018 0.076 -0.177 -0.070 0.316 | -| phi_s | -0.015 -0.005 0.008 0.013 0.061 1.000 0.009 -0.016 0.042 0.008 -0.018 0.014 0.016 0.027 0.842 0.033 -0.009 -0.037 -0.011 0.008 -0.027 0.024 0.019 0.159 | -| omega_s | -0.011 0.002 0.002 0.005 -0.047 0.009 1.000 -0.001 -0.008 0.002 -0.004 0.010 0.005 0.009 0.004 0.020 0.000 -0.011 -0.003 0.001 -0.007 0.063 0.007 0.078 | -| p4160_s | -0.045 -0.086 -0.046 0.264 0.042 -0.016 -0.001 1.000 -0.120 -0.038 -0.036 0.039 -0.084 -0.152 0.007 -0.061 -0.032 0.108 0.305 -0.082 0.163 -0.004 -0.037 0.052 | -| bplus_2 | -0.143 -0.120 0.084 0.075 -0.084 0.042 -0.008 -0.120 1.000 0.082 -0.075 -0.326 0.076 0.045 -0.026 -0.077 0.276 -0.098 0.047 0.097 -0.151 0.010 0.135 -0.259 | -| p4160_p | 0.048 0.482 0.353 0.351 -0.025 0.008 0.002 -0.038 0.082 1.000 -0.398 -0.178 0.183 -0.190 0.004 0.036 0.516 -0.076 -0.086 -0.025 -0.108 0.005 0.229 -0.002 | -| p4040_s | -0.114 -0.174 -0.230 -0.275 0.061 -0.018 -0.004 -0.036 -0.075 -0.398 1.000 -0.027 -0.134 -0.279 0.004 -0.110 -0.126 0.296 0.158 -0.160 0.328 -0.006 -0.119 0.025 | -| Ctt | 0.295 -0.128 0.142 0.173 -0.079 0.014 0.010 0.039 -0.326 -0.178 -0.027 1.000 0.491 0.741 0.005 0.211 -0.054 -0.787 0.054 0.308 -0.592 0.007 0.419 0.066 | -| psi2s_p | 0.149 0.048 0.317 0.221 -0.056 0.016 0.005 -0.084 0.076 0.183 -0.134 0.491 1.000 0.340 0.003 0.093 0.369 -0.521 -0.058 0.144 -0.469 0.007 0.228 0.005 | -| DDstar_p | 0.278 -0.252 0.208 0.188 -0.103 0.027 0.009 -0.152 0.045 -0.190 -0.279 0.741 0.340 1.000 -0.002 0.196 -0.057 -0.905 -0.078 0.394 -0.822 0.009 0.468 0.009 | -| phi_p | 0.006 0.007 0.000 0.006 0.078 0.842 0.004 0.007 -0.026 0.004 0.004 0.005 0.003 -0.002 1.000 -0.017 -0.006 -0.003 0.003 0.001 -0.007 0.023 0.006 0.161 | -| bplus_0 | -0.728 0.006 0.061 0.079 -0.190 0.033 0.020 -0.061 -0.077 0.036 -0.110 0.211 0.093 0.196 -0.017 1.000 -0.046 -0.227 -0.094 0.015 -0.119 0.014 0.115 0.084 | -| jpsi_p | 0.047 0.272 0.346 0.392 -0.015 -0.009 0.000 -0.032 0.276 0.516 -0.126 -0.054 0.369 -0.057 -0.006 -0.046 1.000 -0.227 -0.110 -0.011 -0.293 0.003 0.409 -0.007 | -| Dbar_s | -0.322 0.064 -0.320 -0.406 0.124 -0.037 -0.011 0.108 -0.098 -0.076 0.296 -0.787 -0.521 -0.905 -0.003 -0.227 -0.227 1.000 0.112 -0.387 0.839 -0.013 -0.647 -0.006 | -| p4415_s | -0.107 -0.125 -0.106 -0.020 0.042 -0.011 -0.003 0.305 0.047 -0.086 0.158 0.054 -0.058 -0.078 0.003 -0.094 -0.110 0.112 1.000 -0.057 0.108 -0.004 -0.075 0.005 | -| DDstar_s | 0.036 -0.108 0.148 0.104 -0.018 0.008 0.001 -0.082 0.097 -0.025 -0.160 0.308 0.144 0.394 0.001 0.015 -0.011 -0.387 -0.057 1.000 -0.310 0.002 0.231 -0.010 | -| Dbar_p | -0.202 0.101 -0.487 -0.342 0.076 -0.027 -0.007 0.163 -0.151 -0.108 0.328 -0.592 -0.469 -0.822 -0.007 -0.119 -0.293 0.839 0.108 -0.310 1.000 -0.009 -0.586 -0.006 | -| omega_p | -0.003 0.001 0.005 0.007 -0.177 0.024 0.063 -0.004 0.010 0.005 -0.006 0.007 0.007 0.009 0.023 0.014 0.003 -0.013 -0.004 0.002 -0.009 1.000 0.009 -0.260 | -| p3770_s | 0.174 0.078 0.179 0.360 -0.070 0.019 0.007 -0.037 0.135 0.229 -0.119 0.419 0.228 0.468 0.006 0.115 0.409 -0.647 -0.075 0.231 -0.586 0.009 1.000 0.019 | -| rho_p | -0.077 0.040 -0.005 0.019 0.316 0.159 0.078 0.052 -0.259 -0.002 0.025 0.066 0.005 0.009 0.161 0.084 -0.007 -0.006 0.005 -0.010 -0.006 -0.260 0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.035899403223598414}), (, {'error': 0.21842711850695995}), (, {'error': 0.12915802052638536}), (, {'error': 0.2550703301515229}), (, {'error': 0.3286175772180542}), (, {'error': 1.5020098292456208}), (, {'error': 0.5150973138498687}), (, {'error': 0.1645478537232734}), (, {'error': 0.0796872832367117}), (, {'error': 0.13050544155519317}), (, {'error': 0.1811830323962167}), (, {'error': 0.2764523668950518}), (, {'error': 0.0395962805228951}), (, {'error': 1.3712085779513115}), (, {'error': 0.3497605161790873}), (, {'error': 0.017397536698840366}), (, {'error': 0.0349030517904616}), (, {'error': 0.36121497074849007}), (, {'error': 0.18663832741326147}), (, {'error': 0.11893304782608144}), (, {'error': 1.4881534662035456}), (, {'error': 0.402137841846391}), (, {'error': 0.319124598609263}), (, {'error': 0.21632505190376872})]) -Toy 14/25 -Time taken: 1 h, 21 min -Projected time left: 1 h, 3 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1419 (1419 total) | -| EDM = 8.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297244.0077598595 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 1 | p4415_p | -2.10 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.42 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.07 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.43 | 0.31 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 16.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 5.7 | 1.4 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.45 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.39 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | -1.92 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.73 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.86 | 0.21 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.40 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 16| jpsi_p | 4.644 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.43 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.38 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.33 | 0.22 | | |0.918861 | 4.08114 | | -| 23| rho_p | 5.39 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.121 -0.092 0.043 0.292 -0.084 -0.143 0.032 -0.003 0.052 0.061 0.080 0.047 -0.161 0.025 -0.921 -0.013 -0.007 -0.055 -0.018 -0.060 -0.037 -0.012 0.110 | -| p4415_p | 0.121 1.000 0.033 0.203 -0.048 -0.014 0.012 -0.117 -0.239 0.337 -0.139 -0.011 -0.040 -0.208 0.005 0.006 0.033 0.010 -0.159 0.019 -0.117 0.002 0.023 0.035 | -| p3770_p | -0.092 0.033 1.000 0.150 0.003 0.004 -0.001 -0.054 0.043 0.148 -0.146 -0.180 0.023 0.123 -0.007 0.045 -0.047 0.050 -0.074 0.041 0.225 -0.001 -0.240 -0.020 | -| p4040_p | 0.043 0.203 0.150 1.000 -0.011 0.003 0.006 0.295 0.020 0.297 -0.183 -0.283 -0.174 0.001 -0.002 0.006 -0.089 0.016 -0.037 0.025 -0.116 0.002 -0.028 -0.013 | -| rho_s | 0.292 -0.048 0.003 -0.011 1.000 -0.055 -0.358 -0.028 0.230 -0.020 -0.020 -0.072 -0.006 0.091 -0.020 -0.343 0.006 0.001 0.016 0.007 0.030 0.091 -0.013 0.074 | -| phi_s | -0.084 -0.014 0.004 0.003 -0.055 1.000 0.043 -0.029 0.061 0.009 -0.024 -0.042 -0.002 -0.014 0.545 0.090 0.013 -0.001 -0.012 -0.001 -0.016 0.015 -0.009 0.077 | -| omega_s | -0.143 0.012 -0.001 0.006 -0.358 0.043 1.000 -0.002 -0.059 0.012 -0.002 0.006 0.001 -0.042 -0.016 0.165 -0.003 -0.001 -0.011 -0.003 -0.019 0.618 0.002 -0.092 | -| p4160_s | 0.032 -0.117 -0.054 0.295 -0.028 -0.029 -0.002 1.000 -0.161 -0.129 0.124 0.260 -0.043 -0.105 0.011 -0.034 0.016 -0.003 0.324 -0.002 -0.078 -0.002 0.021 0.074 | -| bplus_2 | -0.003 -0.239 0.043 0.020 0.230 0.061 -0.059 -0.161 1.000 -0.009 -0.132 -0.654 -0.062 0.277 -0.027 -0.231 -0.249 0.005 0.067 0.021 0.068 -0.010 0.062 -0.206 | -| p4160_p | 0.052 0.337 0.148 0.297 -0.020 0.009 0.012 -0.129 -0.009 1.000 -0.478 -0.353 -0.113 -0.051 -0.005 0.035 -0.062 0.030 -0.105 0.050 -0.071 0.004 0.014 -0.029 | -| p4040_s | 0.061 -0.139 -0.146 -0.183 -0.020 -0.024 -0.002 0.124 -0.132 -0.478 1.000 0.324 -0.006 -0.193 0.009 -0.044 0.033 -0.007 0.198 -0.010 -0.114 -0.002 0.099 0.059 | -| Ctt | 0.080 -0.011 -0.180 -0.283 -0.072 -0.042 0.006 0.260 -0.654 -0.353 0.324 1.000 0.238 -0.010 0.008 0.033 0.306 -0.011 0.213 -0.009 -0.341 -0.002 -0.145 0.098 | -| psi2s_p | 0.047 -0.040 0.023 -0.174 -0.006 -0.002 0.001 -0.043 -0.062 -0.113 -0.006 0.238 1.000 -0.155 -0.002 0.000 0.012 0.025 0.026 0.018 -0.113 -0.000 -0.441 -0.002 | -| DDstar_p | -0.161 -0.208 0.123 0.001 0.091 -0.014 -0.042 -0.105 0.277 -0.051 -0.193 -0.010 -0.155 1.000 0.003 -0.108 -0.176 0.005 -0.030 0.050 -0.230 -0.013 0.038 0.033 | -| phi_p | 0.025 0.005 -0.007 -0.002 -0.020 0.545 -0.016 0.011 -0.027 -0.005 0.009 0.008 -0.002 0.003 1.000 -0.034 -0.035 0.001 0.005 0.001 0.007 -0.000 0.001 0.120 | -| bplus_0 | -0.921 0.006 0.045 0.006 -0.343 0.090 0.165 -0.034 -0.231 0.035 -0.044 0.033 0.000 -0.108 -0.034 1.000 0.127 -0.002 -0.037 -0.006 -0.060 0.043 -0.004 -0.145 | -| jpsi_p | -0.013 0.033 -0.047 -0.089 0.006 0.013 -0.003 0.016 -0.249 -0.062 0.033 0.306 0.012 -0.176 -0.035 0.127 1.000 0.056 -0.004 0.057 0.073 -0.005 -0.082 -0.095 | -| Dbar_s | -0.007 0.010 0.050 0.016 0.001 -0.001 -0.001 -0.003 0.005 0.030 -0.007 -0.011 0.025 0.005 0.001 -0.002 0.056 1.000 0.000 -0.002 0.031 -0.000 0.031 0.003 | -| p4415_s | -0.055 -0.159 -0.074 -0.037 0.016 -0.012 -0.011 0.324 0.067 -0.105 0.198 0.213 0.026 -0.030 0.005 -0.037 -0.004 0.000 1.000 -0.004 0.036 -0.004 -0.002 0.029 | -| DDstar_s | -0.018 0.019 0.041 0.025 0.007 -0.001 -0.003 -0.002 0.021 0.050 -0.010 -0.009 0.018 0.050 0.001 -0.006 0.057 -0.002 -0.004 1.000 -0.004 -0.001 0.036 0.003 | -| Dbar_p | -0.060 -0.117 0.225 -0.116 0.030 -0.016 -0.019 -0.078 0.068 -0.071 -0.114 -0.341 -0.113 -0.230 0.007 -0.060 0.073 0.031 0.036 -0.004 1.000 -0.006 -0.138 0.041 | -| omega_p | -0.037 0.002 -0.001 0.002 0.091 0.015 0.618 -0.002 -0.010 0.004 -0.002 -0.002 -0.000 -0.013 -0.000 0.043 -0.005 -0.000 -0.004 -0.001 -0.006 1.000 -0.000 -0.102 | -| p3770_s | -0.012 0.023 -0.240 -0.028 -0.013 -0.009 0.002 0.021 0.062 0.014 0.099 -0.145 -0.441 0.038 0.001 -0.004 -0.082 0.031 -0.002 0.036 -0.138 -0.000 1.000 0.013 | -| rho_p | 0.110 0.035 -0.020 -0.013 0.074 0.077 -0.092 0.074 -0.206 -0.029 0.059 0.098 -0.002 0.033 0.120 -0.145 -0.095 0.003 0.029 0.003 0.041 -0.102 0.013 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.062373496417845065}), (, {'error': 0.15391408137668838}), (, {'error': 0.09623334448528986}), (, {'error': 0.2591746813954443}), (, {'error': 0.31251221085215175}), (, {'error': 1.0136701921375915}), (, {'error': 1.4149215727150017}), (, {'error': 0.16586239200938202}), (, {'error': 0.09275595171072148}), (, {'error': 0.09419120214960097}), (, {'error': 0.1727239124826639}), (, {'error': 0.21294646085554075}), (, {'error': 0.03199403102482101}), (, {'error': 0.34173748341309906}), (, {'error': 0.20065632829723512}), (, {'error': 0.033053434283793814}), (, {'error': 0.02408784814244669}), (, {'error': 0.0226196402403101}), (, {'error': 0.1921395280041749}), (, {'error': 0.029853206428543}), (, {'error': 0.321905879021652}), (, {'error': 0.3069071043927192}), (, {'error': 0.22122855501706118}), (, {'error': 0.28091627813522546})]) -Toy 15/25 -Time taken: 1 h, 28 min -Projected time left: 58 min, 50 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1391 (1391 total) | -| EDM = 0.000185 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297341.2185259786 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.82 | 0.07 | | | -2 | 2 | | -| 1 | p4415_p | 4.12 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.80 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 20.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 7.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 1.94 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.40 | 0.11 | | | -2 | 2 | | -| 9 | p4160_p | -1.75 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.005 | 0.038 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.93 | 0.18 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 1.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.42 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.48 | 0.04 | | | -2 | 2 | | -| 16| jpsi_p | 1.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.95 | 0.20 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.22 | 0.16 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 0.30 | 0.74 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.16 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.85 | 0.29 | | |0.918861 | 4.08114 | | -| 23| rho_p | 5.6 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.211 -0.196 -0.007 0.227 -0.067 -0.115 0.068 -0.062 0.058 -0.005 0.073 0.068 0.359 0.022 -0.694 0.075 -0.067 -0.085 -0.277 0.056 -0.007 -0.107 -0.033 | -| p4415_p | 0.211 1.000 -0.099 -0.012 -0.137 0.000 0.061 -0.027 -0.352 0.294 0.011 0.111 0.091 0.449 -0.016 0.130 0.112 -0.048 -0.145 -0.193 0.079 0.007 -0.028 0.021 | -| p3770_p | -0.196 -0.099 1.000 -0.013 0.112 -0.029 -0.052 -0.214 0.320 0.302 0.039 0.011 0.254 -0.439 0.011 -0.140 0.333 0.094 -0.059 0.262 0.428 0.001 0.289 0.021 | -| p4040_p | -0.007 -0.012 -0.013 1.000 0.003 0.001 -0.002 -0.018 0.002 -0.010 -0.347 0.002 -0.005 -0.012 0.000 -0.001 -0.020 -0.005 -0.002 0.004 -0.020 -0.000 -0.011 -0.001 | -| rho_s | 0.227 -0.137 0.112 0.003 1.000 -0.037 -0.472 -0.070 0.318 -0.024 0.004 -0.074 -0.035 -0.274 0.153 -0.457 0.019 0.051 0.043 0.201 -0.020 0.007 0.064 0.027 | -| phi_s | -0.067 0.000 -0.029 0.001 -0.037 1.000 -0.001 -0.027 0.043 -0.005 -0.001 -0.047 -0.006 0.092 0.537 0.144 -0.025 -0.006 -0.013 -0.058 0.002 0.005 -0.040 -0.163 | -| omega_s | -0.115 0.061 -0.052 -0.002 -0.472 -0.001 1.000 0.029 -0.143 0.012 -0.002 0.027 0.016 0.127 -0.118 0.218 -0.010 -0.022 -0.020 -0.092 0.012 0.390 -0.029 0.158 | -| p4160_s | 0.068 -0.027 -0.214 -0.018 -0.070 -0.027 0.029 1.000 -0.281 -0.156 0.016 0.278 -0.050 0.216 -0.023 0.057 -0.170 -0.063 0.324 -0.101 -0.154 0.005 -0.120 0.054 | -| bplus_2 | -0.062 -0.352 0.320 0.002 0.318 0.043 -0.143 -0.281 1.000 0.054 0.018 -0.551 0.001 -0.474 0.072 -0.421 0.285 0.135 0.103 0.366 0.143 -0.019 0.274 -0.162 | -| p4160_p | 0.058 0.294 0.302 -0.010 -0.024 -0.005 0.012 -0.156 0.054 1.000 0.039 -0.125 0.190 0.107 0.003 -0.001 0.443 0.089 -0.084 0.112 0.356 0.005 0.289 0.004 | -| p4040_s | -0.005 0.011 0.039 -0.347 0.004 -0.001 -0.002 0.016 0.018 0.039 1.000 -0.020 0.007 -0.016 0.001 -0.007 0.031 0.013 -0.007 0.015 0.031 0.000 0.023 0.001 | -| Ctt | 0.073 0.111 0.011 0.002 -0.074 -0.047 0.027 0.278 -0.551 -0.125 -0.020 1.000 0.335 -0.003 -0.023 0.052 -0.128 0.224 0.154 -0.238 0.314 0.009 -0.031 0.096 | -| psi2s_p | 0.068 0.091 0.254 -0.005 -0.035 -0.006 0.016 -0.050 0.001 0.190 0.007 0.335 1.000 0.129 0.001 0.012 0.424 0.109 -0.005 -0.091 0.504 0.006 -0.024 0.007 | -| DDstar_p | 0.359 0.449 -0.439 -0.012 -0.274 0.092 0.127 0.216 -0.474 0.107 -0.016 -0.003 0.129 1.000 0.001 0.364 0.097 -0.305 -0.085 -0.476 -0.058 0.003 -0.270 -0.088 | -| phi_p | 0.022 -0.016 0.011 0.000 0.153 0.537 -0.118 -0.023 0.072 0.003 0.001 -0.023 0.001 0.001 1.000 -0.019 0.002 0.006 -0.000 0.007 0.009 -0.019 0.001 -0.222 | -| bplus_0 | -0.694 0.130 -0.140 -0.001 -0.457 0.144 0.218 0.057 -0.421 -0.001 -0.007 0.052 0.012 0.364 -0.019 1.000 -0.092 -0.061 -0.050 -0.254 -0.015 0.008 -0.118 -0.043 | -| jpsi_p | 0.075 0.112 0.333 -0.020 0.019 -0.025 -0.010 -0.170 0.285 0.443 0.031 -0.128 0.424 0.097 0.002 -0.092 1.000 0.056 -0.103 0.065 0.589 0.004 0.433 -0.001 | -| Dbar_s | -0.067 -0.048 0.094 -0.005 0.051 -0.006 -0.022 -0.063 0.135 0.089 0.013 0.224 0.109 -0.305 0.006 -0.061 0.056 1.000 -0.028 0.090 0.211 -0.001 0.203 0.000 | -| p4415_s | -0.085 -0.145 -0.059 -0.002 0.043 -0.013 -0.020 0.324 0.103 -0.084 -0.007 0.154 -0.005 -0.085 -0.000 -0.050 -0.103 -0.028 1.000 0.039 -0.069 -0.001 -0.027 0.010 | -| DDstar_s | -0.277 -0.193 0.262 0.004 0.201 -0.058 -0.092 -0.101 0.366 0.112 0.015 -0.238 -0.091 -0.476 0.007 -0.254 0.065 0.090 0.039 1.000 -0.396 -0.002 0.150 0.053 | -| Dbar_p | 0.056 0.079 0.428 -0.020 -0.020 0.002 0.012 -0.154 0.143 0.356 0.031 0.314 0.504 -0.058 0.009 -0.015 0.589 0.211 -0.069 -0.396 1.000 0.007 0.498 -0.006 | -| omega_p | -0.007 0.007 0.001 -0.000 0.007 0.005 0.390 0.005 -0.019 0.005 0.000 0.009 0.006 0.003 -0.019 0.008 0.004 -0.001 -0.001 -0.002 0.007 1.000 0.005 -0.108 | -| p3770_s | -0.107 -0.028 0.289 -0.011 0.064 -0.040 -0.029 -0.120 0.274 0.289 0.023 -0.031 -0.024 -0.270 0.001 -0.118 0.433 0.203 -0.027 0.150 0.498 0.005 1.000 0.038 | -| rho_p | -0.033 0.021 0.021 -0.001 0.027 -0.163 0.158 0.054 -0.162 0.004 0.001 0.096 0.007 -0.088 -0.222 -0.043 -0.001 0.000 0.010 0.053 -0.006 -0.108 0.038 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0700873211702262}), (, {'error': 0.2456114945400545}), (, {'error': 0.14069474857002184}), (, {'error': 8.984849237355737}), (, {'error': 0.3451724196644549}), (, {'error': 1.0095293812175132}), (, {'error': 1.0180571478698868}), (, {'error': 0.1680104305195358}), (, {'error': 0.1098726974002866}), (, {'error': 0.1192622483404211}), (, {'error': 0.037891302448849515}), (, {'error': 0.1831631686733733}), (, {'error': 0.036965667065739005}), (, {'error': 1.1022491003268486}), (, {'error': 0.15923143034262965}), (, {'error': 0.04067175824454694}), (, {'error': 0.03640948972486013}), (, {'error': 0.3849052817733305}), (, {'error': 0.20231112491699055}), (, {'error': 0.16162569761021583}), (, {'error': 0.7386777001942475}), (, {'error': 0.22030282061640838}), (, {'error': 0.29105395474349605}), (, {'error': 0.5660193693651863})]) -Toy 16/25 -Time taken: 1 h, 35 min -Projected time left: 53 min, 33 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1854 (1854 total) | -| EDM = 3.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297364.9319461644 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.67 | 0.06 | | | -2 | 2 | | -| 1 | p4415_p | 4.94 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.18 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.97 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 19.1 | 1.2 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 6.5 | 1.2 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.44 | 0.06 | | | -2 | 2 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.92 | 0.16 | | |0.00501244| 2.01499 | | -| 11| Ctt | -1.50 | 0.25 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -3.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 16| jpsi_p | 4.678 | 0.029 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.64 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 2.81 | 0.31 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.13 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.26 | 0.24 | | |0.918861 | 4.08114 | | -| 23| rho_p | 5.84 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.121 -0.095 0.071 0.466 -0.135 -0.249 0.001 0.281 -0.002 -0.039 0.024 -0.003 -0.065 -0.022 -0.980 -0.112 0.008 -0.032 0.015 -0.079 -0.074 -0.027 -0.090 | -| p4415_p | 0.121 1.000 0.058 0.008 0.026 -0.025 -0.011 0.008 -0.274 0.004 -0.207 0.006 -0.074 0.072 -0.009 -0.068 0.031 0.013 -0.039 0.012 -0.062 0.000 0.016 0.049 | -| p3770_p | -0.095 0.058 1.000 0.159 -0.027 0.001 0.012 0.010 -0.067 -0.000 -0.158 -0.106 0.195 0.178 0.001 0.069 0.283 0.010 -0.017 -0.004 0.411 0.005 -0.057 0.010 | -| p4040_p | 0.071 0.008 0.159 1.000 0.048 -0.034 -0.022 -0.007 -0.106 -0.004 -0.180 -0.056 -0.149 0.240 -0.010 -0.092 0.092 0.034 0.131 0.018 0.016 -0.002 0.112 0.052 | -| rho_s | 0.466 0.026 -0.027 0.048 1.000 -0.085 -0.453 0.000 0.191 -0.001 0.010 -0.006 0.039 0.001 -0.013 -0.485 -0.014 -0.004 0.026 -0.004 0.021 -0.125 0.007 0.118 | -| phi_s | -0.135 -0.025 0.001 -0.034 -0.085 1.000 0.080 -0.001 0.006 0.001 -0.002 -0.015 -0.015 -0.002 -0.664 0.138 0.002 0.002 -0.013 0.001 -0.022 0.056 -0.022 0.114 | -| omega_s | -0.249 -0.011 0.012 -0.022 -0.453 0.080 1.000 -0.000 -0.121 0.001 -0.003 0.002 -0.019 0.001 0.001 0.253 -0.007 0.002 -0.011 0.002 -0.006 0.523 -0.003 0.211 | -| p4160_s | 0.001 0.008 0.010 -0.007 0.000 -0.001 -0.000 1.000 -0.008 -0.002 -0.011 -0.006 0.002 0.013 -0.000 -0.000 0.010 0.001 0.006 0.000 0.005 0.000 0.003 0.001 | -| bplus_2 | 0.281 -0.274 -0.067 -0.106 0.191 0.006 -0.121 -0.008 1.000 0.001 0.118 -0.437 0.117 0.034 0.028 -0.380 -0.040 0.016 0.091 -0.015 -0.075 -0.052 -0.075 -0.269 | -| p4160_p | -0.002 0.004 -0.000 -0.004 -0.001 0.001 0.001 -0.002 0.001 1.000 0.009 -0.001 0.003 -0.001 0.000 0.002 0.001 -0.000 -0.003 -0.000 0.002 0.000 -0.001 -0.001 | -| p4040_s | -0.039 -0.207 -0.158 -0.180 0.010 -0.002 -0.003 -0.011 0.118 0.009 1.000 0.211 0.025 -0.086 -0.003 -0.007 -0.091 -0.019 -0.007 0.002 -0.017 -0.000 0.108 0.008 | -| Ctt | 0.024 0.006 -0.106 -0.056 -0.006 -0.015 0.002 -0.006 -0.437 -0.001 0.211 1.000 0.070 -0.024 -0.003 0.021 0.084 0.013 0.113 0.001 -0.052 0.003 -0.132 0.042 | -| psi2s_p | -0.003 -0.074 0.195 -0.149 0.039 -0.015 -0.019 0.002 0.117 0.003 0.025 0.070 1.000 0.196 -0.003 -0.054 0.129 0.027 -0.028 0.014 0.188 -0.005 -0.375 0.007 | -| DDstar_p | -0.065 0.072 0.178 0.240 0.001 -0.002 0.001 0.013 0.034 -0.001 -0.086 -0.024 0.196 1.000 -0.006 0.017 0.399 -0.004 0.002 0.010 -0.118 0.004 0.219 0.012 | -| phi_p | -0.022 -0.009 0.001 -0.010 -0.013 -0.664 0.001 -0.000 0.028 0.000 -0.003 -0.003 -0.003 -0.006 1.000 0.028 0.027 0.000 -0.005 0.000 -0.014 -0.034 -0.007 -0.109 | -| bplus_0 | -0.980 -0.068 0.069 -0.092 -0.485 0.138 0.253 -0.000 -0.380 0.002 -0.007 0.021 -0.054 0.017 0.028 1.000 0.086 0.001 -0.032 -0.000 -0.007 0.074 -0.010 0.071 | -| jpsi_p | -0.112 0.031 0.283 0.092 -0.014 0.002 -0.007 0.010 -0.040 0.001 -0.091 0.084 0.129 0.399 0.027 0.086 1.000 0.017 -0.031 0.011 0.447 -0.009 0.171 -0.062 | -| Dbar_s | 0.008 0.013 0.010 0.034 -0.004 0.002 0.002 0.001 0.016 -0.000 -0.019 0.013 0.027 -0.004 0.000 0.001 0.017 1.000 -0.003 -0.001 0.022 0.001 0.036 -0.003 | -| p4415_s | -0.032 -0.039 -0.017 0.131 0.026 -0.013 -0.011 0.006 0.091 -0.003 -0.007 0.113 -0.028 0.002 -0.005 -0.032 -0.031 -0.003 1.000 0.006 0.026 -0.001 0.045 0.022 | -| DDstar_s | 0.015 0.012 -0.004 0.018 -0.004 0.001 0.002 0.000 -0.015 -0.000 0.002 0.001 0.014 0.010 0.000 -0.000 0.011 -0.001 0.006 1.000 0.005 0.001 0.003 -0.000 | -| Dbar_p | -0.079 -0.062 0.411 0.016 0.021 -0.022 -0.006 0.005 -0.075 0.002 -0.017 -0.052 0.188 -0.118 -0.014 -0.007 0.447 0.022 0.026 0.005 1.000 0.004 0.157 0.058 | -| omega_p | -0.074 0.000 0.005 -0.002 -0.125 0.056 0.523 0.000 -0.052 0.000 -0.000 0.003 -0.005 0.004 -0.034 0.074 -0.009 0.001 -0.001 0.001 0.004 1.000 0.003 -0.029 | -| p3770_s | -0.027 0.016 -0.057 0.112 0.007 -0.022 -0.003 0.003 -0.075 -0.001 0.108 -0.132 -0.375 0.219 -0.007 -0.010 0.171 0.036 0.045 0.003 0.157 0.003 1.000 0.048 | -| rho_p | -0.090 0.049 0.010 0.052 0.118 0.114 0.211 0.001 -0.269 -0.001 0.008 0.042 0.007 0.012 -0.109 0.071 -0.062 -0.003 0.022 -0.000 0.058 -0.029 0.048 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.058746247015246666}), (, {'error': 0.31498226437074983}), (, {'error': 0.1066559245349421}), (, {'error': 0.16959992323208306}), (, {'error': 0.36211454626859885}), (, {'error': 1.1808841792666644}), (, {'error': 1.1826758557199137}), (, {'error': 0.016479504074483287}), (, {'error': 0.05876347725112052}), (, {'error': 0.010497218614223591}), (, {'error': 0.15781972734835825}), (, {'error': 0.251694235962971}), (, {'error': 0.03164832724777966}), (, {'error': 0.30279889215736255}), (, {'error': 0.19895110432033292}), (, {'error': 0.03347908173756886}), (, {'error': 0.029400633248083174}), (, {'error': 0.02314020359086913}), (, {'error': 0.18687624344026307}), (, {'error': 0.015804917969974797}), (, {'error': 0.31260398077593}), (, {'error': 0.27072837085455914}), (, {'error': 0.23799286474976}), (, {'error': 0.2842128219780289})]) -Toy 17/25 -Time taken: 1 h, 43 min -Projected time left: 48 min, 32 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=374 (374 total) | -| EDM = 3.87E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297326.40168002486 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.913 | 0.016 | | | -2 | 2 | | -| 1 | p4415_p | -1.97 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.76 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.47 | 0.32 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 2.0 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 16.8 | 0.7 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 7.2 | 0.6 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.44 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.39 | 0.05 | | | -2 | 2 | | -| 9 | p4160_p | -1.73 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.78 | 0.20 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.83 | 0.09 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.92 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -0.20 | 5.03 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -6.283 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.528 | 0.009 | | | -2 | 2 | | -| 16| jpsi_p | 4.69 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.299 | 0.010 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.43 | 0.16 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.09 | 0.46 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -1.21 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.6 | 0.3 | | |0.918861 | 4.08114 | | -| 23| rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.675 0.504 0.682 -0.041 -0.031 -0.012 0.514 0.159 0.722 0.625 -0.120 0.731 0.793 0.003 0.509 0.761 0.064 0.270 -0.806 0.509 -0.002 0.679 0.052 | -| p4415_p | 0.675 1.000 0.553 0.726 -0.040 -0.051 -0.024 0.536 0.205 0.781 0.650 -0.161 0.767 0.838 0.003 0.671 0.792 0.066 0.338 -0.836 0.591 -0.002 0.727 0.068 | -| p3770_p | 0.504 0.553 1.000 0.573 -0.031 -0.033 -0.015 0.439 0.183 0.595 0.508 -0.185 0.595 0.644 0.002 0.507 0.606 0.045 0.249 -0.633 0.540 -0.002 0.489 0.047 | -| p4040_p | 0.682 0.726 0.573 1.000 -0.041 -0.050 -0.023 0.664 0.242 0.732 0.678 -0.223 0.760 0.849 0.003 0.679 0.797 0.065 0.384 -0.845 0.587 -0.002 0.722 0.067 | -| rho_s | -0.041 -0.040 -0.031 -0.041 1.000 0.008 -0.166 -0.033 -0.009 -0.042 -0.038 0.007 -0.043 -0.047 0.002 -0.054 -0.043 -0.004 -0.019 0.047 -0.033 -0.001 -0.042 0.023 | -| phi_s | -0.031 -0.051 -0.033 -0.050 0.008 1.000 0.018 -0.047 0.059 -0.049 -0.050 0.016 -0.052 -0.054 0.073 -0.021 -0.041 -0.004 -0.026 0.054 -0.044 -0.001 -0.053 0.019 | -| omega_s | -0.012 -0.024 -0.015 -0.023 -0.166 0.018 1.000 -0.022 0.038 -0.022 -0.023 0.007 -0.024 -0.024 -0.002 -0.009 -0.018 -0.002 -0.012 0.024 -0.020 -0.016 -0.025 0.099 | -| p4160_s | 0.514 0.536 0.439 0.664 -0.033 -0.047 -0.022 1.000 0.168 0.588 0.498 -0.031 0.614 0.682 0.002 0.512 0.640 0.055 0.398 -0.685 0.473 -0.002 0.596 0.056 | -| bplus_2 | 0.159 0.205 0.183 0.242 -0.009 0.059 0.038 0.168 1.000 0.247 0.253 -0.394 0.301 0.312 0.001 0.146 0.292 0.024 0.182 -0.313 0.153 -0.000 0.257 -0.020 | -| p4160_p | 0.722 0.781 0.595 0.732 -0.042 -0.049 -0.022 0.588 0.247 1.000 0.649 -0.259 0.809 0.883 0.003 0.720 0.834 0.068 0.391 -0.875 0.635 -0.003 0.759 0.069 | -| p4040_s | 0.625 0.650 0.508 0.678 -0.038 -0.050 -0.023 0.498 0.253 0.649 1.000 -0.038 0.748 0.814 0.003 0.624 0.766 0.065 0.364 -0.817 0.579 -0.002 0.727 0.065 | -| Ctt | -0.120 -0.161 -0.185 -0.223 0.007 0.016 0.007 -0.031 -0.394 -0.259 -0.038 1.000 -0.120 -0.172 -0.001 -0.131 -0.119 -0.017 0.080 0.179 -0.223 0.001 -0.201 -0.018 | -| psi2s_p | 0.731 0.767 0.595 0.760 -0.043 -0.052 -0.024 0.614 0.301 0.809 0.748 -0.120 1.000 0.926 0.003 0.730 0.870 0.071 0.385 -0.923 0.667 -0.003 0.749 0.072 | -| DDstar_p | 0.793 0.838 0.644 0.849 -0.047 -0.054 -0.024 0.682 0.312 0.883 0.814 -0.172 0.926 1.000 0.004 0.793 0.945 0.080 0.418 -0.992 0.725 -0.003 0.866 0.077 | -| phi_p | 0.003 0.003 0.002 0.003 0.002 0.073 -0.002 0.002 0.001 0.003 0.003 -0.001 0.003 0.004 1.000 0.003 0.003 0.000 0.001 -0.004 0.002 -0.000 0.003 0.004 | -| bplus_0 | 0.509 0.671 0.507 0.679 -0.054 -0.021 -0.009 0.512 0.146 0.720 0.624 -0.131 0.730 0.793 0.003 1.000 0.762 0.064 0.274 -0.806 0.508 -0.002 0.679 0.056 | -| jpsi_p | 0.761 0.792 0.606 0.797 -0.043 -0.041 -0.018 0.640 0.292 0.834 0.766 -0.119 0.870 0.945 0.003 0.762 1.000 0.072 0.393 -0.938 0.724 -0.003 0.816 0.065 | -| Dbar_s | 0.064 0.066 0.045 0.065 -0.004 -0.004 -0.002 0.055 0.024 0.068 0.065 -0.017 0.071 0.080 0.000 0.064 0.072 1.000 0.034 -0.080 0.056 -0.000 0.065 0.006 | -| p4415_s | 0.270 0.338 0.249 0.384 -0.019 -0.026 -0.012 0.398 0.182 0.391 0.364 0.080 0.385 0.418 0.001 0.274 0.393 0.034 1.000 -0.426 0.303 -0.001 0.367 0.032 | -| DDstar_s | -0.806 -0.836 -0.633 -0.845 0.047 0.054 0.024 -0.685 -0.313 -0.875 -0.817 0.179 -0.923 -0.992 -0.004 -0.806 -0.938 -0.080 -0.426 1.000 -0.735 0.003 -0.861 -0.077 | -| Dbar_p | 0.509 0.591 0.540 0.587 -0.033 -0.044 -0.020 0.473 0.153 0.635 0.579 -0.223 0.667 0.725 0.002 0.508 0.724 0.056 0.303 -0.735 1.000 -0.002 0.614 0.055 | -| omega_p | -0.002 -0.002 -0.002 -0.002 -0.001 -0.001 -0.016 -0.002 -0.000 -0.003 -0.002 0.001 -0.003 -0.003 -0.000 -0.002 -0.003 -0.000 -0.001 0.003 -0.002 1.000 -0.002 0.000 | -| p3770_s | 0.679 0.727 0.489 0.722 -0.042 -0.053 -0.025 0.596 0.257 0.759 0.727 -0.201 0.749 0.866 0.003 0.679 0.816 0.065 0.367 -0.861 0.614 -0.002 1.000 0.069 | -| rho_p | 0.052 0.068 0.047 0.067 0.023 0.019 0.099 0.056 -0.020 0.069 0.065 -0.018 0.072 0.077 0.004 0.056 0.065 0.006 0.032 -0.077 0.055 0.000 0.069 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.015590396705006393}), (, {'error': 0.2110947239479639}), (, {'error': 0.08712940649107459}), (, {'error': 0.31543166709758785}), (, {'error': 0.3673846301617567}), (, {'error': 0.7411402215845015}), (, {'error': 0.6328798312684758}), (, {'error': 0.16161903877714745}), (, {'error': 0.04576534825644196}), (, {'error': 0.13194113437176647}), (, {'error': 0.20277624063541894}), (, {'error': 0.09306756794869164}), (, {'error': 0.05936417119298376}), (, {'error': 5.031764182340235}), (, {'error': 0.02334834457117152}), (, {'error': 0.008736467926725}), (, {'error': 0.053193808398058096}), (, {'error': 0.01021753052339297}), (, {'error': 0.15506262549684457}), (, {'error': 0.4601449763093931}), (, {'error': 0.2125132076297378}), (, {'error': 0.05027967682322476}), (, {'error': 0.32621139103304575}), (, {'error': 0.0498471307047228})]) -Toy 18/25 -Time taken: 1 h, 47 min -Projected time left: 41 min, 53 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1257 (1257 total) | -| EDM = 0.000218 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297200.79003008676 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.75 | 0.07 | | | -2 | 2 | | -| 1 | p4415_p | 4.29 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.41 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.74 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 21.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 5.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.14 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.37 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | 4.31 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.70 | 0.18 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.91 | 0.20 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.916 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -5.49 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.43 | 0.04 | | | -2 | 2 | | -| 16| jpsi_p | 4.682 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.50 | 0.20 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.04 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.34 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.112 -0.099 0.078 0.416 -0.150 -0.216 0.022 0.057 0.040 -0.006 0.053 0.030 -0.211 0.022 -0.944 -0.068 0.014 -0.062 -0.008 -0.004 -0.061 -0.035 -0.102 | -| p4415_p | 0.112 1.000 0.070 0.038 0.012 -0.040 -0.002 -0.163 -0.216 0.269 -0.211 -0.023 -0.093 -0.113 -0.013 -0.045 -0.000 0.037 -0.126 0.024 0.012 0.003 -0.012 0.048 | -| p3770_p | -0.099 0.070 1.000 0.108 -0.017 0.021 0.004 -0.055 0.101 0.202 -0.200 -0.221 -0.023 0.252 0.005 0.054 -0.026 -0.029 -0.085 0.029 0.037 -0.001 -0.182 -0.022 | -| p4040_p | 0.078 0.038 0.108 1.000 0.028 -0.038 -0.011 0.353 -0.041 -0.074 -0.179 -0.103 -0.225 -0.089 -0.011 -0.069 -0.081 0.052 0.111 0.019 0.012 -0.001 -0.005 0.030 | -| rho_s | 0.416 0.012 -0.017 0.028 1.000 -0.114 -0.458 0.027 0.115 0.001 0.014 0.002 0.021 0.096 0.059 -0.470 -0.023 -0.012 0.023 0.001 -0.000 -0.102 0.014 0.055 | -| phi_s | -0.150 -0.040 0.021 -0.038 -0.114 1.000 0.022 -0.050 0.093 -0.007 -0.019 -0.057 -0.012 -0.018 0.504 0.166 0.046 0.006 -0.017 0.000 -0.001 0.011 -0.023 -0.119 | -| omega_s | -0.216 -0.002 0.004 -0.011 -0.458 0.022 1.000 -0.008 -0.081 -0.001 -0.005 0.003 -0.012 -0.046 -0.114 0.238 -0.010 0.005 -0.010 -0.000 0.000 0.557 -0.006 0.217 | -| p4160_s | 0.022 -0.163 -0.055 0.353 0.027 -0.050 -0.008 1.000 -0.158 -0.133 -0.127 0.265 -0.065 -0.092 -0.014 -0.040 -0.011 0.019 0.311 0.003 0.000 0.002 0.009 0.059 | -| bplus_2 | 0.057 -0.216 0.101 -0.041 0.115 0.093 -0.081 -0.158 1.000 0.007 -0.082 -0.690 -0.022 0.256 0.056 -0.246 -0.169 -0.015 0.047 0.004 -0.000 -0.037 0.075 -0.245 | -| p4160_p | 0.040 0.269 0.202 -0.074 0.001 -0.007 -0.001 -0.133 0.007 1.000 -0.474 -0.334 -0.155 0.075 -0.003 -0.017 -0.041 0.035 -0.026 0.038 0.023 -0.000 -0.007 0.003 | -| p4040_s | -0.006 -0.211 -0.200 -0.179 0.014 -0.019 -0.005 -0.127 -0.082 -0.474 1.000 0.376 0.118 -0.099 -0.004 -0.012 0.034 -0.010 0.099 -0.004 -0.004 0.000 0.091 0.022 | -| Ctt | 0.053 -0.023 -0.221 -0.103 0.002 -0.057 0.003 0.265 -0.690 -0.334 0.376 1.000 0.221 -0.108 -0.014 0.027 0.311 0.080 0.225 -0.006 0.000 0.006 -0.172 0.095 | -| psi2s_p | 0.030 -0.093 -0.023 -0.225 0.021 -0.012 -0.012 -0.065 -0.022 -0.155 0.118 0.221 1.000 -0.060 -0.003 -0.033 -0.019 0.039 0.023 0.023 0.025 -0.004 -0.463 0.001 | -| DDstar_p | -0.211 -0.113 0.252 -0.089 0.096 -0.018 -0.046 -0.092 0.256 0.075 -0.099 -0.108 -0.060 1.000 0.006 -0.058 0.123 0.041 -0.005 0.039 0.002 -0.013 0.112 -0.014 | -| phi_p | 0.022 -0.013 0.005 -0.011 0.059 0.504 -0.114 -0.014 0.056 -0.003 -0.004 -0.014 -0.003 0.006 1.000 -0.019 0.013 0.001 -0.003 0.001 0.000 -0.043 -0.007 -0.233 | -| bplus_0 | -0.944 -0.045 0.054 -0.069 -0.470 0.166 0.238 -0.040 -0.246 -0.017 -0.012 0.027 -0.033 -0.058 -0.019 1.000 0.101 0.011 -0.015 0.002 0.001 0.066 -0.019 0.102 | -| jpsi_p | -0.068 -0.000 -0.026 -0.081 -0.023 0.046 -0.010 -0.011 -0.169 -0.041 0.034 0.311 -0.019 0.123 0.013 0.101 1.000 0.004 -0.016 0.058 0.050 -0.013 -0.043 -0.072 | -| Dbar_s | 0.014 0.037 -0.029 0.052 -0.012 0.006 0.005 0.019 -0.015 0.035 -0.010 0.080 0.039 0.041 0.001 0.011 0.004 1.000 -0.008 -0.001 0.013 0.001 0.043 -0.002 | -| p4415_s | -0.062 -0.126 -0.085 0.111 0.023 -0.017 -0.010 0.311 0.047 -0.026 0.099 0.225 0.023 -0.005 -0.003 -0.015 -0.016 -0.008 1.000 -0.000 0.001 -0.002 0.014 0.013 | -| DDstar_s | -0.008 0.024 0.029 0.019 0.001 0.000 -0.000 0.003 0.004 0.038 -0.004 -0.006 0.023 0.039 0.001 0.002 0.058 -0.001 -0.000 1.000 -0.001 0.000 0.024 0.000 | -| Dbar_p | -0.004 0.012 0.037 0.012 -0.000 -0.001 0.000 0.000 -0.000 0.023 -0.004 0.000 0.025 0.002 0.000 0.001 0.050 0.013 0.001 -0.001 1.000 0.000 0.023 0.002 | -| omega_p | -0.061 0.003 -0.001 -0.001 -0.102 0.011 0.557 0.002 -0.037 -0.000 0.000 0.006 -0.004 -0.013 -0.043 0.066 -0.013 0.001 -0.002 0.000 0.000 1.000 -0.000 -0.057 | -| p3770_s | -0.035 -0.012 -0.182 -0.005 0.014 -0.023 -0.006 0.009 0.075 -0.007 0.091 -0.172 -0.463 0.112 -0.007 -0.019 -0.043 0.043 0.014 0.024 0.023 -0.000 1.000 0.020 | -| rho_p | -0.102 0.048 -0.022 0.030 0.055 -0.119 0.217 0.059 -0.245 0.003 0.022 0.095 0.001 -0.014 -0.233 0.102 -0.072 -0.002 0.013 0.000 0.002 -0.057 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06506376472656861}), (, {'error': 0.14506117681642472}), (, {'error': 0.09598173315622627}), (, {'error': 0.250734528668916}), (, {'error': 0.37657083536398483}), (, {'error': 1.0024526599737555}), (, {'error': 1.2765851452199959}), (, {'error': 0.1785715336161865}), (, {'error': 0.08617475455750667}), (, {'error': 0.09966653908928169}), (, {'error': 0.18329106839002163}), (, {'error': 0.19897058546572488}), (, {'error': 0.030959151141777497}), (, {'error': 0.3268134607588262}), (, {'error': 0.1528616800587832}), (, {'error': 0.036649682507980064}), (, {'error': 0.02361945069939253}), (, {'error': 0.0556853713983963}), (, {'error': 0.19786729449671414}), (, {'error': 0.02320724860352713}), (, {'error': 0.06328356189327877}), (, {'error': 0.30004412523014734}), (, {'error': 0.2335980509494986}), (, {'error': 0.45512737355355526})]) -Toy 19/25 -Time taken: 1 h, 54 min -Projected time left: 36 min, 6 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1480 (1480 total) | -| EDM = 0.0032 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297361.13281261985 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.783 | 0.017 | | | -2 | 2 | | -| 1 | p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.48 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.37 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.45 | 0.28 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 19.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.08 | 0.14 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.10 | 0.07 | | | -2 | 2 | | -| 9 | p4160_p | -2.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.69 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.08 | 0.20 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.807 | 0.028 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -1.4 | 1.2 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.22 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.392 | 0.009 | | | -2 | 2 | | -| 16| jpsi_p | -4.660 | 0.022 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.29 | 0.31 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.126 | 0.013 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.10 | 0.10 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.66 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.64 | 0.26 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.009 | 0.616 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.036 -0.723 0.619 -0.208 0.109 0.007 0.426 0.739 0.522 0.614 0.818 0.463 0.741 -0.011 0.750 0.394 -0.905 0.019 -0.000 -0.609 -0.147 0.637 0.169 | -| p4415_p | -0.036 1.000 0.033 -0.034 0.009 -0.004 -0.000 -0.023 -0.036 -0.034 -0.030 -0.041 -0.022 -0.036 0.000 -0.036 -0.021 0.042 -0.009 0.007 0.030 0.006 -0.032 -0.009 | -| p3770_p | -0.723 0.033 1.000 -0.480 0.168 -0.092 -0.006 -0.394 -0.684 -0.377 -0.548 -0.720 -0.384 -0.649 0.003 -0.716 -0.333 0.791 -0.014 -0.056 0.604 0.128 -0.614 -0.172 | -| p4040_p | 0.619 -0.034 -0.480 1.000 -0.147 0.079 0.005 0.502 0.572 0.500 0.444 0.565 0.344 0.661 -0.003 0.616 0.376 -0.684 0.016 -0.161 -0.434 -0.109 0.490 0.143 | -| rho_s | -0.208 0.009 0.168 -0.147 1.000 -0.001 -0.013 -0.098 -0.219 -0.124 -0.144 -0.194 -0.111 -0.180 0.031 -0.234 -0.094 0.216 -0.004 0.004 0.146 0.395 -0.154 0.039 | -| phi_s | 0.109 -0.004 -0.092 0.079 -0.001 1.000 0.002 0.049 0.129 0.068 0.075 0.104 0.060 0.103 0.499 0.115 0.038 -0.117 0.002 -0.014 -0.079 -0.019 0.079 0.081 | -| omega_s | 0.007 -0.000 -0.006 0.005 -0.013 0.002 1.000 0.003 0.008 0.004 0.005 0.007 0.004 0.007 -0.004 0.008 0.002 -0.008 0.000 -0.001 -0.005 0.082 0.005 0.014 | -| p4160_s | 0.426 -0.023 -0.394 0.502 -0.098 0.049 0.003 1.000 0.401 0.249 0.351 0.496 0.232 0.423 0.001 0.423 0.224 -0.500 0.004 -0.046 -0.366 -0.075 0.377 0.115 | -| bplus_2 | 0.739 -0.036 -0.684 0.572 -0.219 0.129 0.008 0.401 1.000 0.479 0.593 0.698 0.471 0.762 -0.023 0.738 0.424 -0.862 0.015 -0.058 -0.569 -0.147 0.619 0.106 | -| p4160_p | 0.522 -0.034 -0.377 0.500 -0.124 0.068 0.004 0.249 0.479 1.000 0.263 0.471 0.345 0.629 -0.002 0.520 0.402 -0.579 0.015 -0.324 -0.374 -0.091 0.469 0.118 | -| p4040_s | 0.614 -0.030 -0.548 0.444 -0.144 0.075 0.005 0.351 0.593 0.263 1.000 0.676 0.348 0.613 -0.001 0.608 0.350 -0.703 0.011 -0.098 -0.500 -0.109 0.551 0.155 | -| Ctt | 0.818 -0.041 -0.720 0.565 -0.194 0.104 0.007 0.496 0.698 0.471 0.676 1.000 0.554 0.815 -0.007 0.815 0.387 -0.907 0.016 -0.055 -0.593 -0.142 0.650 0.180 | -| psi2s_p | 0.463 -0.022 -0.384 0.344 -0.111 0.060 0.004 0.232 0.471 0.345 0.348 0.554 1.000 0.519 -0.002 0.461 0.366 -0.538 0.011 -0.201 -0.317 -0.083 0.289 0.109 | -| DDstar_p | 0.741 -0.036 -0.649 0.661 -0.180 0.103 0.007 0.423 0.762 0.629 0.613 0.815 0.519 1.000 -0.004 0.739 0.500 -0.884 0.020 -0.331 -0.702 -0.133 0.697 0.165 | -| phi_p | -0.011 0.000 0.003 -0.003 0.031 0.499 -0.004 0.001 -0.023 -0.002 -0.001 -0.007 -0.002 -0.004 1.000 -0.016 -0.002 0.006 -0.000 -0.004 0.007 0.025 -0.002 0.034 | -| bplus_0 | 0.750 -0.036 -0.716 0.616 -0.234 0.115 0.008 0.423 0.738 0.520 0.608 0.815 0.461 0.739 -0.016 1.000 0.386 -0.900 0.018 -0.002 -0.608 -0.162 0.635 0.188 | -| jpsi_p | 0.394 -0.021 -0.333 0.376 -0.094 0.038 0.002 0.224 0.424 0.402 0.350 0.387 0.366 0.500 -0.002 0.386 1.000 -0.478 0.012 -0.332 -0.251 -0.070 0.436 0.106 | -| Dbar_s | -0.905 0.042 0.791 -0.684 0.216 -0.117 -0.008 -0.500 -0.862 -0.579 -0.703 -0.907 -0.538 -0.884 0.006 -0.900 -0.478 1.000 -0.020 0.038 0.675 0.161 -0.731 -0.208 | -| p4415_s | 0.019 -0.009 -0.014 0.016 -0.004 0.002 0.000 0.004 0.015 0.015 0.011 0.016 0.011 0.020 -0.000 0.018 0.012 -0.020 1.000 -0.007 -0.014 -0.003 0.015 0.004 | -| DDstar_s | -0.000 0.007 -0.056 -0.161 0.004 -0.014 -0.001 -0.046 -0.058 -0.324 -0.098 -0.055 -0.201 -0.331 -0.004 -0.002 -0.332 0.038 -0.007 1.000 0.284 -0.000 -0.178 0.011 | -| Dbar_p | -0.609 0.030 0.604 -0.434 0.146 -0.079 -0.005 -0.366 -0.569 -0.374 -0.500 -0.593 -0.317 -0.702 0.007 -0.608 -0.251 0.675 -0.014 0.284 1.000 0.108 -0.442 -0.134 | -| omega_p | -0.147 0.006 0.128 -0.109 0.395 -0.019 0.082 -0.075 -0.147 -0.091 -0.109 -0.142 -0.083 -0.133 0.025 -0.162 -0.070 0.161 -0.003 -0.000 0.108 1.000 -0.114 -0.290 | -| p3770_s | 0.637 -0.032 -0.614 0.490 -0.154 0.079 0.005 0.377 0.619 0.469 0.551 0.650 0.289 0.697 -0.002 0.635 0.436 -0.731 0.015 -0.178 -0.442 -0.114 1.000 0.155 | -| rho_p | 0.169 -0.009 -0.172 0.143 0.039 0.081 0.014 0.115 0.106 0.118 0.155 0.180 0.109 0.165 0.034 0.188 0.106 -0.208 0.004 0.011 -0.134 -0.290 0.155 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01726950681174766}), (, {'error': 0.1732238813510958}), (, {'error': 0.14568405303829923}), (, {'error': 0.2654097000919302}), (, {'error': 0.2843483066683957}), (, {'error': 0.8130532681599494}), (, {'error': 0.9577225021457938}), (, {'error': 0.13551576448808844}), (, {'error': 0.0660371414122165}), (, {'error': 0.09510124407856702}), (, {'error': 0.16868507613948636}), (, {'error': 0.20068045583145488}), (, {'error': 0.02837156365935023}), (, {'error': 1.2173916253506916}), (, {'error': 0.15848289267000437}), (, {'error': 0.008533244592526246}), (, {'error': 0.022004708572051612}), (, {'error': 0.30629394441162283}), (, {'error': 0.012722706670672143}), (, {'error': 0.09880658569311576}), (, {'error': 0.7449571659121483}), (, {'error': 0.16230682132607122}), (, {'error': 0.26055650721375856}), (, {'error': 0.6157954908185168})]) -Toy 20/25 -Time taken: 2 h, 1 min -Projected time left: 30 min, 25 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1678 (1678 total) | -| EDM = 0.00593 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297425.6402697449 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.87 | 0.06 | | | -2 | 2 | | -| 1 | p4415_p | -2.07 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.71 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.62 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 16.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 5.8 | 1.4 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 1.83 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.26 | 0.08 | | | -2 | 2 | | -| 9 | p4160_p | -2.20 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.43 | 0.20 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 5.88 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.426 | 0.027 | | | -2 | 2 | | -| 16| jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.24 | 0.11 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.00 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -3.0 | 1.0 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.6 | 0.3 | | |0.918861 | 4.08114 | | -| 23| rho_p | -1.03 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.125 -0.042 0.076 0.316 -0.077 -0.166 0.014 -0.081 0.082 -0.009 0.120 0.051 -0.034 0.034 -0.943 0.082 0.169 -0.062 -0.091 -0.082 -0.047 0.042 0.169 | -| p4415_p | 0.125 1.000 0.277 0.386 -0.025 -0.006 0.008 -0.212 -0.068 0.494 -0.302 0.034 0.197 0.007 0.009 -0.038 0.344 0.248 -0.177 -0.025 -0.419 0.005 0.313 0.015 | -| p3770_p | -0.042 0.277 1.000 0.475 0.000 0.012 0.009 -0.074 0.136 0.480 -0.240 -0.024 0.383 -0.050 0.005 0.023 0.467 -0.095 -0.115 0.067 -0.565 0.007 0.270 -0.029 | -| p4040_p | 0.076 0.386 0.475 1.000 0.000 0.012 0.011 0.183 0.181 0.579 -0.321 -0.042 0.307 -0.045 0.010 -0.038 0.587 0.276 -0.070 0.028 -0.698 0.009 0.497 -0.027 | -| rho_s | 0.316 -0.025 0.000 0.000 1.000 -0.056 -0.356 -0.020 0.205 -0.001 -0.010 -0.079 0.007 0.004 -0.012 -0.352 0.039 -0.038 0.008 0.030 -0.014 0.075 -0.001 0.084 | -| phi_s | -0.077 -0.006 0.012 0.012 -0.056 1.000 0.044 -0.031 0.095 0.019 -0.028 -0.044 0.009 -0.003 0.547 0.080 0.005 0.025 -0.017 -0.003 -0.026 0.016 0.010 0.072 | -| omega_s | -0.166 0.008 0.009 0.011 -0.356 0.044 1.000 -0.012 -0.015 0.016 -0.015 0.001 0.005 -0.004 -0.021 0.184 -0.007 0.034 -0.015 -0.015 -0.015 0.633 0.011 -0.189 | -| p4160_s | 0.014 -0.212 -0.074 0.183 -0.020 -0.031 -0.012 1.000 -0.123 -0.152 0.059 0.257 -0.063 0.014 0.007 -0.043 -0.097 0.116 0.293 -0.044 0.054 -0.005 -0.018 0.075 | -| bplus_2 | -0.081 -0.068 0.136 0.181 0.205 0.095 -0.015 -0.123 1.000 0.169 -0.122 -0.597 0.117 -0.008 -0.017 -0.095 0.356 -0.051 0.012 0.105 -0.262 0.004 0.226 -0.240 | -| p4160_p | 0.082 0.494 0.480 0.579 -0.001 0.019 0.016 -0.152 0.169 1.000 -0.528 -0.114 0.344 -0.017 0.008 -0.020 0.608 0.230 -0.106 0.035 -0.695 0.010 0.504 -0.043 | -| p4040_s | -0.009 -0.302 -0.240 -0.321 -0.010 -0.028 -0.015 0.059 -0.122 -0.528 1.000 0.305 -0.108 0.034 0.004 -0.035 -0.221 0.047 0.170 -0.058 0.229 -0.007 -0.082 0.068 | -| Ctt | 0.120 0.034 -0.024 -0.042 -0.079 -0.044 0.001 0.257 -0.597 -0.114 0.305 1.000 0.307 -0.098 0.008 0.009 -0.081 0.408 0.196 -0.006 -0.165 -0.002 0.036 0.096 | -| psi2s_p | 0.051 0.197 0.383 0.307 0.007 0.009 0.005 -0.063 0.117 0.344 -0.108 0.307 1.000 -0.063 0.009 -0.031 0.496 0.252 -0.058 -0.008 -0.600 0.006 0.225 -0.016 | -| DDstar_p | -0.034 0.007 -0.050 -0.045 0.004 -0.003 -0.004 0.014 -0.008 -0.017 0.034 -0.098 -0.063 1.000 -0.001 0.008 -0.044 -0.104 0.007 0.028 0.229 -0.002 -0.089 0.007 | -| phi_p | 0.034 0.009 0.005 0.010 -0.012 0.547 -0.021 0.007 -0.017 0.008 0.004 0.008 0.009 -0.001 1.000 -0.042 0.011 -0.004 0.003 0.003 -0.016 -0.004 0.012 0.132 | -| bplus_0 | -0.943 -0.038 0.023 -0.038 -0.352 0.080 0.184 -0.043 -0.095 -0.020 -0.035 0.009 -0.031 0.008 -0.042 1.000 -0.107 0.033 -0.026 -0.019 0.046 0.052 -0.035 -0.205 | -| jpsi_p | 0.082 0.344 0.467 0.587 0.039 0.005 -0.007 -0.097 0.356 0.608 -0.221 -0.081 0.496 -0.044 0.011 -0.107 1.000 0.195 -0.147 -0.001 -0.818 0.004 0.639 -0.020 | -| Dbar_s | 0.169 0.248 -0.095 0.276 -0.038 0.025 0.034 0.116 -0.051 0.230 0.047 0.408 0.252 -0.104 -0.004 0.033 0.195 1.000 -0.023 0.071 -0.324 0.013 0.280 -0.072 | -| p4415_s | -0.062 -0.177 -0.115 -0.070 0.008 -0.017 -0.015 0.293 0.012 -0.106 0.170 0.196 -0.058 0.007 0.003 -0.026 -0.147 -0.023 1.000 -0.029 0.132 -0.006 -0.087 0.045 | -| DDstar_s | -0.091 -0.025 0.067 0.028 0.030 -0.003 -0.015 -0.044 0.105 0.035 -0.058 -0.006 -0.008 0.028 0.003 -0.019 -0.001 0.071 -0.029 1.000 -0.003 -0.005 0.040 0.019 | -| Dbar_p | -0.082 -0.419 -0.565 -0.698 -0.014 -0.026 -0.015 0.054 -0.262 -0.695 0.229 -0.165 -0.600 0.229 -0.016 0.046 -0.818 -0.324 0.132 -0.003 1.000 -0.013 -0.735 0.045 | -| omega_p | -0.047 0.005 0.007 0.009 0.075 0.016 0.633 -0.005 0.004 0.010 -0.007 -0.002 0.006 -0.002 -0.004 0.052 0.004 0.013 -0.006 -0.005 -0.013 1.000 0.009 -0.137 | -| p3770_s | 0.042 0.313 0.270 0.497 -0.001 0.010 0.011 -0.018 0.226 0.504 -0.082 0.036 0.225 -0.089 0.012 -0.035 0.639 0.280 -0.087 0.040 -0.735 0.009 1.000 -0.021 | -| rho_p | 0.169 0.015 -0.029 -0.027 0.084 0.072 -0.189 0.075 -0.240 -0.043 0.068 0.096 -0.016 0.007 0.132 -0.205 -0.020 -0.072 0.045 0.019 0.045 -0.137 -0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0563511559383727}), (, {'error': 0.23244304870902588}), (, {'error': 0.14485039798462096}), (, {'error': 0.22119133999093843}), (, {'error': 0.3217396075481702}), (, {'error': 1.050597152029769}), (, {'error': 1.3928543974024716}), (, {'error': 0.16725693843303469}), (, {'error': 0.08466127735710027}), (, {'error': 0.16548846527540007}), (, {'error': 0.1745665732895939}), (, {'error': 0.20113039634372004}), (, {'error': 0.04011425339534913}), (, {'error': 0.38196867308817684}), (, {'error': 0.1876845122544175}), (, {'error': 0.027160435598264088}), (, {'error': 0.0424417805830295}), (, {'error': 0.10594619973574995}), (, {'error': 0.18749997484427222}), (, {'error': 0.10458099457180858}), (, {'error': 0.9756009844488285}), (, {'error': 0.307298289389879}), (, {'error': 0.3203256535012884}), (, {'error': 0.29318205875624814})]) -Toy 21/25 -Time taken: 2 h, 9 min -Projected time left: 24 min, 44 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1280 (1280 total) | -| EDM = 0.00912 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297318.5653922366 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -1.10 | 0.05 | | | -2 | 2 | | -| 1 | p4415_p | -1.85 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.72 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.97 | 0.31 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 18.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 1.97 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.05 | 0.12 | | | -2 | 2 | | -| 9 | p4160_p | -2.34 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.16 | 0.19 | | |0.00501244| 2.01499 | | -| 11| Ctt | 0.022 | 0.230 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 0.16 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.547 | 0.018 | | | -2 | 2 | | -| 16| jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.16 | 0.45 | | | -0.3 | 0.3 | | -| 18| p4415_s | 0.98 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.16 | 0.37 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -3.0 | 1.8 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.73 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 23| rho_p | -5.93 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.018 0.381 0.246 0.043 0.028 -0.001 -0.193 -0.559 0.265 -0.279 0.074 0.083 -0.022 0.009 -0.147 0.120 0.297 -0.188 0.678 -0.177 0.012 0.259 -0.053 | -| p4415_p | 0.018 1.000 0.468 0.569 -0.005 0.015 -0.004 -0.247 -0.159 0.631 -0.386 0.250 0.416 -0.047 0.018 -0.006 0.549 0.513 -0.215 0.293 -0.625 0.008 0.495 -0.008 | -| p3770_p | 0.381 0.468 1.000 0.701 0.033 0.036 -0.005 -0.183 -0.472 0.725 -0.434 0.306 0.508 -0.070 0.027 0.245 0.620 0.539 -0.277 0.628 -0.741 0.031 0.527 -0.085 | -| p4040_p | 0.246 0.569 0.701 1.000 0.012 0.035 -0.006 0.043 -0.453 0.795 -0.465 0.368 0.538 -0.079 0.028 0.140 0.722 0.725 -0.205 0.567 -0.844 0.024 0.689 -0.064 | -| rho_s | 0.043 -0.005 0.033 0.012 1.000 -0.011 -0.040 -0.005 0.020 0.012 -0.015 0.028 -0.007 -0.000 -0.049 0.103 -0.013 0.012 -0.008 0.074 0.002 0.314 0.016 0.255 | -| phi_s | 0.028 0.015 0.036 0.035 -0.011 1.000 -0.003 -0.030 -0.100 0.039 -0.037 0.004 0.027 -0.005 0.696 0.007 0.018 0.048 -0.028 0.045 -0.044 0.022 0.032 0.011 | -| omega_s | -0.001 -0.004 -0.005 -0.006 -0.040 -0.003 1.000 0.003 0.012 -0.006 0.004 -0.002 -0.005 0.001 0.016 0.000 -0.003 -0.007 0.003 -0.004 0.008 -0.313 -0.005 -0.016 | -| p4160_s | -0.193 -0.247 -0.183 0.043 -0.005 -0.030 0.003 1.000 0.236 -0.204 0.167 0.147 -0.062 0.014 -0.009 -0.105 -0.083 -0.090 0.294 -0.280 0.080 -0.014 -0.087 0.077 | -| bplus_2 | -0.559 -0.159 -0.472 -0.453 0.020 -0.100 0.012 0.236 1.000 -0.470 0.360 0.105 -0.278 0.049 -0.034 -0.295 -0.423 -0.488 0.242 -0.642 0.447 -0.044 -0.461 0.254 | -| p4160_p | 0.265 0.631 0.725 0.795 0.012 0.039 -0.006 -0.204 -0.470 1.000 -0.601 0.327 0.561 -0.073 0.029 0.149 0.736 0.720 -0.222 0.602 -0.850 0.026 0.706 -0.075 | -| p4040_s | -0.279 -0.386 -0.434 -0.465 -0.015 -0.037 0.004 0.167 0.360 -0.601 1.000 0.021 -0.217 0.044 -0.018 -0.162 -0.303 -0.349 0.243 -0.482 0.364 -0.021 -0.279 0.088 | -| Ctt | 0.074 0.250 0.306 0.368 0.028 0.004 -0.002 0.147 0.105 0.327 0.021 1.000 0.508 -0.078 0.015 0.036 0.269 0.639 0.027 0.387 -0.484 0.009 0.415 0.023 | -| psi2s_p | 0.083 0.416 0.508 0.538 -0.007 0.027 -0.005 -0.062 -0.278 0.561 -0.217 0.508 1.000 -0.069 0.023 0.025 0.644 0.559 -0.141 0.307 -0.729 0.014 0.464 -0.035 | -| DDstar_p | -0.022 -0.047 -0.070 -0.079 -0.000 -0.005 0.001 0.014 0.049 -0.073 0.044 -0.078 -0.069 1.000 -0.003 -0.010 -0.069 -0.100 0.025 -0.064 0.122 -0.002 -0.084 0.007 | -| phi_p | 0.009 0.018 0.027 0.028 -0.049 0.696 0.016 -0.009 -0.034 0.029 -0.018 0.015 0.023 -0.003 1.000 0.010 0.019 0.030 -0.012 0.025 -0.036 0.034 0.027 -0.039 | -| bplus_0 | -0.147 -0.006 0.245 0.140 0.103 0.007 0.000 -0.105 -0.295 0.149 -0.162 0.036 0.025 -0.010 0.010 1.000 0.056 0.156 -0.104 0.433 -0.075 0.050 0.154 -0.123 | -| jpsi_p | 0.120 0.549 0.620 0.722 -0.013 0.018 -0.003 -0.083 -0.423 0.736 -0.303 0.269 0.644 -0.069 0.019 0.056 1.000 0.579 -0.203 0.341 -0.878 0.014 0.714 -0.045 | -| Dbar_s | 0.297 0.513 0.539 0.725 0.012 0.048 -0.007 -0.090 -0.488 0.720 -0.349 0.639 0.559 -0.100 0.030 0.156 0.579 1.000 -0.248 0.738 -0.731 0.027 0.721 -0.091 | -| p4415_s | -0.188 -0.215 -0.277 -0.205 -0.008 -0.028 0.003 0.294 0.242 -0.222 0.243 0.027 -0.141 0.025 -0.012 -0.104 -0.203 -0.248 1.000 -0.360 0.223 -0.014 -0.218 0.066 | -| DDstar_s | 0.678 0.293 0.628 0.567 0.074 0.045 -0.004 -0.280 -0.642 0.602 -0.482 0.387 0.307 -0.064 0.025 0.433 0.341 0.738 -0.360 1.000 -0.485 0.043 0.555 -0.136 | -| Dbar_p | -0.177 -0.625 -0.741 -0.844 0.002 -0.044 0.008 0.080 0.447 -0.850 0.364 -0.484 -0.729 0.122 -0.036 -0.075 -0.878 -0.731 0.223 -0.485 1.000 -0.024 -0.810 0.061 | -| omega_p | 0.012 0.008 0.031 0.024 0.314 0.022 -0.313 -0.014 -0.044 0.026 -0.021 0.009 0.014 -0.002 0.034 0.050 0.014 0.027 -0.014 0.043 -0.024 1.000 0.024 -0.332 | -| p3770_s | 0.259 0.495 0.527 0.689 0.016 0.032 -0.005 -0.087 -0.461 0.706 -0.279 0.415 0.464 -0.084 0.027 0.154 0.714 0.721 -0.218 0.555 -0.810 0.024 1.000 -0.060 | -| rho_p | -0.053 -0.008 -0.085 -0.064 0.255 0.011 -0.016 0.077 0.254 -0.075 0.088 0.023 -0.035 0.007 -0.039 -0.123 -0.045 -0.091 0.066 -0.136 0.061 -0.332 -0.060 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.046637459739135356}), (, {'error': 0.2788633515333272}), (, {'error': 0.18575218069089328}), (, {'error': 0.3091564333777759}), (, {'error': 0.3060812296867653}), (, {'error': 1.047838907576832}), (, {'error': 3.492898411014586}), (, {'error': 0.17179538772842606}), (, {'error': 0.11827549171912888}), (, {'error': 0.22266966235983277}), (, {'error': 0.19266341639669976}), (, {'error': 0.22954967973967932}), (, {'error': 0.04684095240912001}), (, {'error': 0.632411937753397}), (, {'error': 0.2204002931318758}), (, {'error': 0.01780046167942917}), (, {'error': 0.05155338175647639}), (, {'error': 0.4477947793157868}), (, {'error': 0.19250415803390364}), (, {'error': 0.36637945272683053}), (, {'error': 1.7582853620740373}), (, {'error': 0.2678691850257713}), (, {'error': 0.4028116819911558}), (, {'error': 0.1655714368748047})]) -Toy 22/25 -Time taken: 2 h, 17 min -Projected time left: 18 min, 39 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1364 (1364 total) | -| EDM = 1.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297382.3756138797 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | 4.15 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.77 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.84 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 16.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | -1.95 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.72 | 0.23 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.29 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.465 | 0.019 | | | -2 | 2 | | -| 16| jpsi_p | 4.615 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 20| Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.19 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.28 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.084 0.160 0.029 -0.163 0.023 0.023 -0.012 -0.277 0.035 0.003 -0.186 0.050 0.358 0.009 -0.825 0.112 -0.003 0.116 -0.009 0.213 -0.100 0.084 -0.002 | -| p4415_p | -0.084 1.000 0.072 0.148 -0.006 -0.015 0.007 -0.167 0.168 0.318 -0.246 -0.049 -0.106 0.053 0.002 0.017 -0.008 0.019 -0.187 0.036 -0.099 -0.002 -0.006 0.047 | -| p3770_p | 0.160 0.072 1.000 0.184 0.038 -0.002 -0.006 -0.081 -0.134 0.259 -0.179 -0.257 0.013 0.313 -0.005 0.035 0.128 0.041 -0.072 0.024 0.358 0.022 -0.228 -0.010 | -| p4040_p | 0.029 0.148 0.184 1.000 0.005 -0.004 0.002 0.285 -0.093 0.218 -0.288 -0.299 -0.219 0.182 -0.001 0.020 -0.058 0.027 -0.004 0.033 -0.053 0.003 -0.027 0.004 | -| rho_s | -0.163 -0.006 0.038 0.005 1.000 0.019 -0.108 0.007 -0.038 0.007 0.006 -0.010 0.008 0.066 0.027 0.257 0.032 0.000 0.021 -0.001 0.043 0.685 0.017 0.226 | -| phi_s | 0.023 -0.015 -0.002 -0.004 0.019 1.000 0.002 -0.020 -0.062 0.002 -0.014 -0.034 -0.003 0.006 0.716 -0.019 -0.010 -0.000 -0.005 0.000 -0.005 0.012 -0.008 0.151 | -| omega_s | 0.023 0.007 -0.006 0.002 -0.108 0.002 1.000 0.007 0.032 -0.001 0.005 0.010 0.001 -0.010 0.019 -0.033 -0.006 -0.000 -0.001 -0.000 -0.003 -0.407 0.001 -0.003 | -| p4160_s | -0.012 -0.167 -0.081 0.285 0.007 -0.020 0.007 1.000 0.166 -0.171 -0.006 0.261 -0.095 -0.068 0.004 0.034 -0.046 0.004 0.332 0.011 -0.110 0.007 -0.009 0.074 | -| bplus_2 | -0.277 0.168 -0.134 -0.093 -0.038 -0.062 0.032 0.166 1.000 -0.117 0.134 0.709 -0.022 -0.236 0.017 -0.037 0.094 0.007 -0.053 0.011 -0.104 -0.013 -0.121 0.259 | -| p4160_p | 0.035 0.318 0.259 0.218 0.007 0.002 -0.001 -0.171 -0.117 1.000 -0.556 -0.416 -0.120 0.290 -0.002 0.012 0.024 0.030 -0.115 0.042 0.031 0.003 0.024 -0.018 | -| p4040_s | 0.003 -0.246 -0.179 -0.288 0.006 -0.014 0.005 -0.006 0.134 -0.556 1.000 0.379 0.006 -0.126 0.003 0.017 -0.021 -0.001 0.185 0.007 -0.095 0.005 0.084 0.056 | -| Ctt | -0.186 -0.049 -0.257 -0.299 -0.010 -0.034 0.010 0.261 0.709 -0.416 0.379 1.000 0.171 -0.084 -0.003 -0.009 0.206 0.006 0.216 0.000 -0.333 0.000 -0.177 0.106 | -| psi2s_p | 0.050 -0.106 0.013 -0.219 0.008 -0.003 0.001 -0.095 -0.022 -0.120 0.006 0.171 1.000 0.047 -0.004 -0.009 -0.009 0.032 0.019 0.031 -0.046 0.004 -0.391 -0.003 | -| DDstar_p | 0.358 0.053 0.313 0.182 0.066 0.006 -0.010 -0.068 -0.236 0.290 -0.126 -0.084 0.047 1.000 0.000 0.012 0.289 -0.004 -0.036 0.031 -0.111 0.037 0.194 0.001 | -| phi_p | 0.009 0.002 -0.005 -0.001 0.027 0.716 0.019 0.004 0.017 -0.002 0.003 -0.003 -0.004 0.000 1.000 0.002 -0.037 0.001 0.001 0.001 0.002 0.033 0.001 0.144 | -| bplus_0 | -0.825 0.017 0.035 0.020 0.257 -0.019 -0.033 0.034 -0.037 0.012 0.017 -0.009 -0.009 0.012 0.002 1.000 -0.050 0.002 0.019 0.001 0.027 0.153 0.041 0.034 | -| jpsi_p | 0.112 -0.008 0.128 -0.058 0.032 -0.010 -0.006 -0.046 0.094 0.024 -0.021 0.206 -0.009 0.289 -0.037 -0.050 1.000 0.053 -0.013 0.059 0.212 0.015 0.000 -0.090 | -| Dbar_s | -0.003 0.019 0.041 0.027 0.000 -0.000 -0.000 0.004 0.007 0.030 -0.001 0.006 0.032 -0.004 0.001 0.002 0.053 1.000 0.000 -0.002 0.026 0.001 0.029 0.002 | -| p4415_s | 0.116 -0.187 -0.072 -0.004 0.021 -0.005 -0.001 0.332 -0.053 -0.115 0.185 0.216 0.019 -0.036 0.001 0.019 -0.013 0.000 1.000 0.000 0.024 0.013 0.007 0.023 | -| DDstar_s | -0.009 0.036 0.024 0.033 -0.001 0.000 -0.000 0.011 0.011 0.042 0.007 0.000 0.031 0.031 0.001 0.001 0.059 -0.002 0.000 1.000 0.007 -0.000 0.025 0.001 | -| Dbar_p | 0.213 -0.099 0.358 -0.053 0.043 -0.005 -0.003 -0.110 -0.104 0.031 -0.095 -0.333 -0.046 -0.111 0.002 0.027 0.212 0.026 0.024 0.007 1.000 0.025 -0.037 0.030 | -| omega_p | -0.100 -0.002 0.022 0.003 0.685 0.012 -0.407 0.007 -0.013 0.003 0.005 0.000 0.004 0.037 0.033 0.153 0.015 0.001 0.013 -0.000 0.025 1.000 0.010 0.112 | -| p3770_s | 0.084 -0.006 -0.228 -0.027 0.017 -0.008 0.001 -0.009 -0.121 0.024 0.084 -0.177 -0.391 0.194 0.001 0.041 0.000 0.029 0.007 0.025 -0.037 0.010 1.000 0.020 | -| rho_p | -0.002 0.047 -0.010 0.004 0.226 0.151 -0.003 0.074 0.259 -0.018 0.056 0.106 -0.003 0.001 0.144 0.034 -0.090 0.002 0.023 0.001 0.030 0.112 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.039989831809680965}), (, {'error': 0.15946119612357457}), (, {'error': 0.10303037414268479}), (, {'error': 0.17241714252801366}), (, {'error': 0.34865352027047963}), (, {'error': 1.13055672605089}), (, {'error': 3.501402975962298}), (, {'error': 0.1674642901459935}), (, {'error': 0.08752003374664985}), (, {'error': 0.10727055248480344}), (, {'error': 0.17388754672626272}), (, {'error': 0.22746493448694438}), (, {'error': 0.03192689631373202}), (, {'error': 0.33805331423884155}), (, {'error': 0.25848651244483634}), (, {'error': 0.019366975384762286}), (, {'error': 0.02789741736968221}), (, {'error': 0.019696796188150262}), (, {'error': 0.19116311030520672}), (, {'error': 0.023117127038472962}), (, {'error': 0.3247962598313143}), (, {'error': 0.22146337861930343}), (, {'error': 0.2348524658783595}), (, {'error': 0.3350454163694949})]) -Toy 23/25 -Time taken: 2 h, 24 min -Projected time left: 12 min, 32 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1235 (1235 total) | -| EDM = 3.15E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297218.017742421 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.94 | 0.04 | | | -2 | 2 | | -| 1 | p4415_p | -2.20 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | 3.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.37 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 15.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | -2.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.68 | 0.21 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 5.21 | 0.28 | | |-6.28319 | 6.28319 | | -| 14| phi_p | -0.44 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.511 | 0.023 | | | -2 | 2 | | -| 16| jpsi_p | 4.603 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.03 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -4.23 | 0.28 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | -| 23| rho_p | -0.24 | 0.30 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.086 0.093 0.009 -0.144 0.023 0.029 0.010 -0.244 -0.001 0.021 -0.164 0.054 0.289 0.009 -0.862 0.067 -0.004 0.116 -0.009 0.179 -0.071 0.069 0.018 | -| p4415_p | -0.086 1.000 0.058 0.133 0.006 -0.021 0.002 -0.174 0.197 0.287 -0.223 -0.017 -0.110 -0.004 0.000 0.015 -0.015 0.012 -0.150 0.021 -0.080 0.001 -0.011 0.055 | -| p3770_p | 0.093 0.058 1.000 0.188 0.015 0.002 -0.000 -0.069 -0.107 0.237 -0.160 -0.240 0.044 0.246 -0.003 0.034 0.096 0.022 -0.073 0.013 0.339 0.005 -0.176 -0.020 | -| p4040_p | 0.009 0.133 0.188 1.000 0.002 -0.006 0.004 0.287 -0.069 0.230 -0.256 -0.312 -0.227 0.135 -0.000 0.017 -0.071 0.018 -0.002 0.021 -0.023 -0.002 -0.019 0.006 | -| rho_s | -0.144 0.006 0.015 0.002 1.000 0.050 -0.299 0.026 0.031 -0.002 0.020 0.016 0.006 0.045 0.011 0.210 -0.014 0.000 0.020 -0.001 0.038 0.575 0.017 0.322 | -| phi_s | 0.023 -0.021 0.002 -0.006 0.050 1.000 -0.003 -0.024 -0.081 -0.001 -0.017 -0.041 -0.002 0.009 0.657 -0.017 0.001 -0.000 -0.003 -0.000 -0.004 -0.000 -0.010 0.139 | -| omega_s | 0.029 0.002 -0.000 0.004 -0.299 -0.003 1.000 -0.002 -0.000 0.004 -0.002 -0.003 0.004 -0.007 0.049 -0.040 0.024 -0.000 -0.003 -0.000 -0.006 -0.828 0.001 -0.117 | -| p4160_s | 0.010 -0.174 -0.069 0.287 0.026 -0.024 -0.002 1.000 0.138 -0.186 0.061 0.260 -0.086 -0.060 0.001 0.038 -0.034 0.004 0.327 0.008 -0.078 0.010 0.001 0.069 | -| bplus_2 | -0.244 0.197 -0.107 -0.069 0.031 -0.081 -0.000 0.138 1.000 -0.068 0.106 0.700 -0.021 -0.221 0.007 -0.043 0.116 0.006 -0.087 0.010 -0.093 0.011 -0.121 0.263 | -| p4160_p | -0.001 0.287 0.237 0.230 -0.002 -0.001 0.004 -0.186 -0.068 1.000 -0.556 -0.400 -0.134 0.226 -0.001 0.013 -0.001 0.021 -0.092 0.028 0.052 -0.003 0.026 -0.009 | -| p4040_s | 0.021 -0.223 -0.160 -0.256 0.020 -0.017 -0.002 0.061 0.106 -0.556 1.000 0.354 -0.013 -0.106 0.001 0.022 -0.018 0.001 0.188 0.006 -0.086 0.008 0.084 0.052 | -| Ctt | -0.164 -0.017 -0.240 -0.312 0.016 -0.041 -0.003 0.260 0.700 -0.400 0.354 1.000 0.170 -0.099 -0.007 -0.006 0.224 0.009 0.197 0.002 -0.283 0.009 -0.217 0.104 | -| psi2s_p | 0.054 -0.110 0.044 -0.227 0.006 -0.002 0.004 -0.086 -0.021 -0.134 -0.013 0.170 1.000 0.038 -0.003 -0.004 0.002 0.022 0.023 0.021 0.016 -0.002 -0.433 -0.005 | -| DDstar_p | 0.289 -0.004 0.246 0.135 0.045 0.009 -0.007 -0.060 -0.221 0.226 -0.106 -0.099 0.038 1.000 0.003 0.029 0.234 0.000 -0.027 0.019 -0.062 0.018 0.174 -0.010 | -| phi_p | 0.009 0.000 -0.003 -0.000 0.011 0.657 0.049 0.001 0.007 -0.001 0.001 -0.007 -0.003 0.003 1.000 0.002 -0.028 0.000 0.001 0.000 0.003 -0.034 0.000 0.122 | -| bplus_0 | -0.862 0.015 0.034 0.017 0.210 -0.017 -0.040 0.038 -0.043 0.013 0.022 -0.006 -0.004 0.029 0.002 1.000 -0.041 0.001 0.022 0.000 0.039 0.097 0.046 -0.001 | -| jpsi_p | 0.067 -0.015 0.096 -0.071 -0.014 0.001 0.024 -0.034 0.116 -0.001 -0.018 0.224 0.002 0.234 -0.028 -0.041 1.000 0.034 -0.014 0.038 0.254 -0.022 -0.017 -0.100 | -| Dbar_s | -0.004 0.012 0.022 0.018 0.000 -0.000 -0.000 0.004 0.006 0.021 0.001 0.009 0.022 0.000 0.000 0.001 0.034 1.000 -0.000 -0.001 0.014 0.000 0.021 0.001 | -| p4415_s | 0.116 -0.150 -0.073 -0.002 0.020 -0.003 -0.003 0.327 -0.087 -0.092 0.188 0.197 0.023 -0.027 0.001 0.022 -0.014 -0.000 1.000 0.000 0.026 0.008 0.007 0.011 | -| DDstar_s | -0.009 0.021 0.013 0.021 -0.001 -0.000 -0.000 0.008 0.010 0.028 0.006 0.002 0.021 0.019 0.000 0.000 0.038 -0.001 0.000 1.000 0.004 0.000 0.016 0.001 | -| Dbar_p | 0.179 -0.080 0.339 -0.023 0.038 -0.004 -0.006 -0.078 -0.093 0.052 -0.086 -0.283 0.016 -0.062 0.003 0.039 0.254 0.014 0.026 0.004 1.000 0.016 0.018 0.021 | -| omega_p | -0.071 0.001 0.005 -0.002 0.575 -0.000 -0.828 0.010 0.011 -0.003 0.008 0.009 -0.002 0.018 -0.034 0.097 -0.022 0.000 0.008 0.000 0.016 1.000 0.005 0.086 | -| p3770_s | 0.069 -0.011 -0.176 -0.019 0.017 -0.010 0.001 0.001 -0.121 0.026 0.084 -0.217 -0.433 0.174 0.000 0.046 -0.017 0.021 0.007 0.016 0.018 0.005 1.000 0.018 | -| rho_p | 0.018 0.055 -0.020 0.006 0.322 0.139 -0.117 0.069 0.263 -0.009 0.052 0.104 -0.005 -0.010 0.122 -0.001 -0.100 0.001 0.011 0.001 0.021 0.086 0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.044521396885949915}), (, {'error': 0.20131824225508566}), (, {'error': 0.10483736933148613}), (, {'error': 0.17657013125801146}), (, {'error': 0.35745949875579164}), (, {'error': 1.0010539810167973}), (, {'error': 4.752582872355355}), (, {'error': 0.1676843583686516}), (, {'error': 0.09414031169288939}), (, {'error': 0.10176584616497797}), (, {'error': 0.17029841432090664}), (, {'error': 0.21417878675186353}), (, {'error': 0.031804022436304535}), (, {'error': 0.27734440949925165}), (, {'error': 0.2464891766131485}), (, {'error': 0.022621845611865865}), (, {'error': 0.027511112427431428}), (, {'error': 0.012861775128821612}), (, {'error': 0.19269831570441825}), (, {'error': 0.01553372876499115}), (, {'error': 0.27930920221156597}), (, {'error': 0.39795401277693543}), (, {'error': 0.22910298926564732}), (, {'error': 0.3014831967405245})]) -Toy 24/25 -Time taken: 2 h, 31 min -Projected time left: 6 min, 19 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1379 (1379 total) | -| EDM = 0.000169 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297084.13567462796 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 1 | p4415_p | -2.02 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | p3770_p | -2.54 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | phi_s | 21.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 6 | omega_s | 6.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 7 | p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | bplus_2 | 0.31 | 0.09 | | | -2 | 2 | | -| 9 | p4160_p | -2.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4040_s | 0.83 | 0.18 | | |0.00501244| 2.01499 | | -| 11| Ctt | -0.75 | 0.21 | | | -1.5 | 1.5 | | -| 12| psi2s_p | 1.875 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| phi_p | 1.01 | 0.12 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 16| jpsi_p | 4.646 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 18| p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 19| DDstar_s | -0.300 | 0.032 | | | -0.3 | 0.3 | | -| 20| Dbar_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.54 | 0.22 | | |0.918861 | 4.08114 | | -| 23| rho_p | 0.09 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 p4415_p p3770_p p4040_p rho_s phi_s omega_s p4160_s bplus_2 p4160_p p4040_s Ctt psi2s_p DDstar_p phi_p bplus_0 jpsi_p Dbar_s p4415_s DDstar_s Dbar_p omega_p p3770_s rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.107 -0.104 0.047 0.226 -0.127 -0.161 0.024 -0.028 0.039 0.045 0.071 0.039 -0.160 0.017 -0.917 -0.033 -0.006 -0.040 -0.016 -0.061 0.005 -0.022 -0.180 | -| p4415_p | 0.107 1.000 0.029 0.157 -0.004 -0.026 0.013 -0.180 -0.239 0.302 -0.187 -0.018 -0.062 -0.159 -0.016 0.013 0.005 0.011 -0.141 0.024 -0.111 -0.001 -0.004 0.055 | -| p3770_p | -0.104 0.029 1.000 0.120 -0.001 0.006 -0.005 -0.072 0.072 0.152 -0.163 -0.219 -0.018 0.159 0.005 0.026 -0.016 0.053 -0.070 0.048 0.282 0.000 -0.243 -0.016 | -| p4040_p | 0.047 0.157 0.120 1.000 -0.007 -0.006 0.005 0.307 0.002 0.219 -0.195 -0.230 -0.201 -0.009 -0.005 -0.004 -0.102 0.020 0.013 0.032 -0.127 -0.000 -0.042 0.009 | -| rho_s | 0.226 -0.004 -0.001 -0.007 1.000 -0.120 -0.274 0.031 -0.012 -0.021 0.025 0.016 -0.002 0.078 -0.060 -0.280 -0.054 0.002 0.028 0.005 0.048 0.023 0.008 0.171 | -| phi_s | -0.127 -0.026 0.006 -0.006 -0.120 1.000 0.012 -0.048 0.116 0.007 -0.038 -0.055 -0.005 -0.021 0.343 0.147 0.045 -0.001 -0.023 -0.000 -0.030 -0.002 -0.020 -0.085 | -| omega_s | -0.161 0.013 -0.005 0.005 -0.274 0.012 1.000 -0.003 -0.061 0.009 -0.002 0.011 -0.000 -0.049 -0.122 0.186 -0.004 -0.001 -0.012 -0.003 -0.023 -0.094 -0.002 0.426 | -| p4160_s | 0.024 -0.180 -0.072 0.307 0.031 -0.048 -0.003 1.000 -0.149 -0.160 0.101 0.275 -0.039 -0.101 -0.020 -0.031 0.001 -0.002 0.307 -0.001 -0.073 -0.000 0.022 0.056 | -| bplus_2 | -0.028 -0.239 0.072 0.002 -0.012 0.116 -0.061 -0.149 1.000 -0.009 -0.126 -0.656 -0.056 0.293 0.078 -0.211 -0.218 0.005 0.047 0.021 0.068 0.003 0.061 -0.281 | -| p4160_p | 0.039 0.302 0.152 0.219 -0.021 0.007 0.009 -0.160 -0.009 1.000 -0.514 -0.332 -0.140 0.001 -0.001 0.023 -0.071 0.033 -0.049 0.058 -0.051 -0.000 -0.017 0.003 | -| p4040_s | 0.045 -0.187 -0.163 -0.195 0.025 -0.038 -0.002 0.101 -0.126 -0.514 1.000 0.349 0.022 -0.176 -0.015 -0.034 0.022 -0.007 0.173 -0.010 -0.085 -0.000 0.101 0.042 | -| Ctt | 0.071 -0.018 -0.219 -0.230 0.016 -0.055 0.011 0.275 -0.656 -0.332 0.349 1.000 0.235 -0.018 -0.025 0.048 0.273 -0.009 0.213 -0.011 -0.351 -0.001 -0.121 0.103 | -| psi2s_p | 0.039 -0.062 -0.018 -0.201 -0.002 -0.005 -0.000 -0.039 -0.056 -0.140 0.022 0.235 1.000 -0.127 -0.002 -0.004 -0.010 0.029 0.025 0.025 -0.080 0.000 -0.436 0.003 | -| DDstar_p | -0.160 -0.159 0.159 -0.009 0.078 -0.021 -0.049 -0.101 0.293 0.001 -0.176 -0.018 -0.127 1.000 0.004 -0.124 -0.102 0.005 -0.044 0.058 -0.215 0.002 0.077 -0.060 | -| phi_p | 0.017 -0.016 0.005 -0.005 -0.060 0.343 -0.122 -0.020 0.078 -0.001 -0.015 -0.025 -0.002 0.004 1.000 -0.013 0.023 0.001 -0.006 0.002 -0.004 0.010 -0.009 -0.298 | -| bplus_0 | -0.917 0.013 0.026 -0.004 -0.280 0.147 0.186 -0.031 -0.211 0.023 -0.034 0.048 -0.004 -0.124 -0.013 1.000 0.107 -0.002 -0.040 -0.006 -0.067 -0.006 -0.011 0.202 | -| jpsi_p | -0.033 0.005 -0.016 -0.102 -0.054 0.045 -0.004 0.001 -0.218 -0.071 0.022 0.273 -0.010 -0.102 0.023 0.107 1.000 0.060 -0.002 0.068 0.150 0.002 -0.076 -0.064 | -| Dbar_s | -0.006 0.011 0.053 0.020 0.002 -0.001 -0.001 -0.002 0.005 0.033 -0.007 -0.009 0.029 0.005 0.001 -0.002 0.060 1.000 -0.001 -0.002 0.033 -0.000 0.032 0.001 | -| p4415_s | -0.040 -0.141 -0.070 0.013 0.028 -0.023 -0.012 0.307 0.047 -0.049 0.173 0.213 0.025 -0.044 -0.006 -0.040 -0.002 -0.001 1.000 -0.005 0.028 0.000 0.009 0.007 | -| DDstar_s | -0.016 0.024 0.048 0.032 0.005 -0.000 -0.003 -0.001 0.021 0.058 -0.010 -0.011 0.025 0.058 0.002 -0.006 0.068 -0.002 -0.005 1.000 -0.003 0.000 0.039 -0.004 | -| Dbar_p | -0.061 -0.111 0.282 -0.127 0.048 -0.030 -0.023 -0.073 0.068 -0.051 -0.085 -0.351 -0.080 -0.215 -0.004 -0.067 0.150 0.033 0.028 -0.003 1.000 0.001 -0.105 -0.002 | -| omega_p | 0.005 -0.001 0.000 -0.000 0.023 -0.002 -0.094 -0.000 0.003 -0.000 -0.000 -0.001 0.000 0.002 0.010 -0.006 0.002 -0.000 0.000 0.000 0.001 1.000 0.000 -0.004 | -| p3770_s | -0.022 -0.004 -0.243 -0.042 0.008 -0.020 -0.002 0.022 0.061 -0.017 0.101 -0.121 -0.436 0.077 -0.009 -0.011 -0.076 0.032 0.009 0.039 -0.105 0.000 1.000 0.017 | -| rho_p | -0.180 0.055 -0.016 0.009 0.171 -0.085 0.426 0.056 -0.281 0.003 0.042 0.103 0.003 -0.060 -0.298 0.202 -0.064 0.001 0.007 -0.004 -0.002 -0.004 0.017 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06575988210299943}), (, {'error': 0.17543976416225426}), (, {'error': 0.09272744299218272}), (, {'error': 0.22145801520040975}), (, {'error': 0.35035972074820465}), (, {'error': 0.9200412402428597}), (, {'error': 0.9556706570032811}), (, {'error': 0.17083774956259523}), (, {'error': 0.09423581319325636}), (, {'error': 0.09617505781421265}), (, {'error': 0.1756439161188339}), (, {'error': 0.21023647145724927}), (, {'error': 0.03146071410073947}), (, {'error': 0.3537960542932561}), (, {'error': 0.12071744084850966}), (, {'error': 0.03503710402358906}), (, {'error': 0.024001364069937026}), (, {'error': 0.023580646393339677}), (, {'error': 0.19199765511110312}), (, {'error': 0.03153125785392771}), (, {'error': 0.3399208309372188}), (, {'error': 0.10599265264491287}), (, {'error': 0.22173979977966463}), (, {'error': 0.23724902463783426})]) -Toy 25/25 -Time taken: 2 h, 39 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.6453255780232842 -Mean Ctt error = 0.20396984256759867 -95 Sensitivy = 0.00034947105208722826 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247856.out b/finished fits/ff1data1/slurm-2247856.out deleted file mode 100644 index 8557c86..0000000 --- a/finished fits/ff1data1/slurm-2247856.out +++ /dev/null @@ -1,5410 +0,0 @@ -Simulation starting -2019-09-05 16:07:48.640772: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:07:49.021431: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 16:07:49.023397: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:07:49.037148: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:07:49.050098: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:07:49.068528: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:07:49.075555: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:07:49.080957: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:07:49.111818: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:07:49.119107: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:07:49.120018: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 16:07:49.150439: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600175000 Hz -2019-09-05 16:07:49.151063: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x563fd22c6a60 executing computations on platform Host. Devices: -2019-09-05 16:07:49.151111: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:07:49.155338: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 16:07:49.155624: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:07:49.155660: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:07:49.155688: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:07:49.155716: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:07:49.155745: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:07:49.155773: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:07:49.155803: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:07:49.164203: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:07:49.164622: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:07:49.438604: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:07:49.438678: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:07:49.438695: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:07:49.449242: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:95:00.0, compute capability: 3.7) -2019-09-05 16:07:49.452552: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x563fd2822fc0 executing computations on platform CUDA. Devices: -2019-09-05 16:07:49.452635: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:07:53.397829 139983332566784 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:07:53.474576 139983332566784 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:07:54.218333 139983332566784 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:08:34.740714: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:08:47.773758 139983332566784 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305108.7802945 Edm = 23.9286 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305108.7802945 Edm = 23.9286 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304515.885259 Edm = 1.45023 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304512.8147682 Edm = 2.29427 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 302453.9532517 Edm = 34.2869 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298992.3982974 Edm = 3.35746 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298990.774768 Edm = 2.93131 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298960.9442804 Edm = 23.3517 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298137.8311554 Edm = 89.2018 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298007.2511346 Edm = 25.7333 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297976.3020784 Edm = 0.207691 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297976.0040795 Edm = 0.153557 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297973.5079125 Edm = 3.09612 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297940.7506313 Edm = 24.0434 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297908.0325613 Edm = 11.5158 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297895.2747789 Edm = 4.9778 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297891.1793086 Edm = 1.93261 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297888.4835518 Edm = 1.62162 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297885.4192395 Edm = 0.200509 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297885.0692455 Edm = 0.130913 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297884.8950634 Edm = 0.120777 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297883.3768703 Edm = 1.18362 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297851.5632622 Edm = 28.7861 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297791.3069597 Edm = 124.694 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297663.1801135 Edm = 9.32142 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297652.3335888 Edm = 1.48542 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297651.5076237 Edm = 0.610187 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297649.5339745 Edm = 0.80864 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297640.1606975 Edm = 4.46675 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297635.2018708 Edm = 5.63274 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297633.5935131 Edm = 1.08602 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297632.2836038 Edm = 0.177424 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297631.437648 Edm = 0.561901 NCalls = 97 -VariableMetric: Iteration # 32 - FCN = 297629.7671013 Edm = 1.07126 NCalls = 99 -VariableMetric: Iteration # 33 - FCN = 297626.357974 Edm = 2.21857 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297619.7912162 Edm = 15.7539 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297586.568113 Edm = 11.85 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297570.8195372 Edm = 14.5601 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297561.6224767 Edm = 5.59695 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297531.3156569 Edm = 18.6398 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297492.3237005 Edm = 4.256 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297481.9270469 Edm = 1.79791 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297480.7104253 Edm = 0.17611 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297480.5798427 Edm = 0.0305032 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297480.5520556 Edm = 0.0318997 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297480.3306549 Edm = 0.0967266 NCalls = 137 -VariableMetric: Iteration # 45 - FCN = 297479.7349232 Edm = 0.375666 NCalls = 140 -VariableMetric: Iteration # 46 - FCN = 297469.6060812 Edm = 6.11614 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297465.6643834 Edm = 1.21952 NCalls = 146 -VariableMetric: Iteration # 48 - FCN = 297463.3458303 Edm = 0.651804 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297462.5697107 Edm = 0.120491 NCalls = 151 -VariableMetric: Iteration # 50 - FCN = 297462.4790052 Edm = 0.0150924 NCalls = 153 -VariableMetric: Iteration # 51 - FCN = 297462.448947 Edm = 0.0223346 NCalls = 155 -VariableMetric: Iteration # 52 - FCN = 297462.1474823 Edm = 0.1479 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297460.4422113 Edm = 1.56151 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297413.2573774 Edm = 15.8359 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297400.9574525 Edm = 4.80266 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297396.9171746 Edm = 1.92511 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297395.369119 Edm = 0.441063 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297395.051349 Edm = 0.160574 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297394.9108551 Edm = 0.0126351 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297394.8908467 Edm = 0.0161745 NCalls = 183 -VariableMetric: Iteration # 61 - FCN = 297394.8623653 Edm = 0.0384485 NCalls = 185 -VariableMetric: Iteration # 62 - FCN = 297394.7407527 Edm = 0.0845175 NCalls = 189 -VariableMetric: Iteration # 63 - FCN = 297394.4613916 Edm = 0.164617 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297393.8426163 Edm = 0.49443 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297393.0659047 Edm = 1.29893 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297391.2305934 Edm = 1.14792 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297386.7933896 Edm = 4.12735 NCalls = 206 -VariableMetric: Iteration # 68 - FCN = 297372.9308812 Edm = 4.01181 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297372.3083347 Edm = 2.47591 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297370.9270726 Edm = 0.610127 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297370.7022901 Edm = 0.123083 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297370.5615826 Edm = 0.0805394 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297370.3726724 Edm = 0.0693345 NCalls = 225 -VariableMetric: Iteration # 74 - FCN = 297370.2588864 Edm = 0.0249444 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297370.1540032 Edm = 0.0429095 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297370.0818091 Edm = 0.010073 NCalls = 231 -VariableMetric: Iteration # 77 - FCN = 297370.071485 Edm = 0.00369442 NCalls = 233 -VariableMetric: Iteration # 78 - FCN = 297370.0472168 Edm = 0.0166848 NCalls = 236 -VariableMetric: Iteration # 79 - FCN = 297369.8572341 Edm = 0.146346 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297367.1820793 Edm = 5.31749 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297364.813988 Edm = 5.11049 NCalls = 247 -VariableMetric: Iteration # 82 - FCN = 297350.7050978 Edm = 4.91017 NCalls = 254 -VariableMetric: Iteration # 83 - FCN = 297339.4787487 Edm = 1.69543 NCalls = 256 -VariableMetric: Iteration # 84 - FCN = 297337.0886228 Edm = 0.77718 NCalls = 258 -VariableMetric: Iteration # 85 - FCN = 297336.0384585 Edm = 0.175169 NCalls = 261 -VariableMetric: Iteration # 86 - FCN = 297335.8051476 Edm = 0.00623341 NCalls = 263 -VariableMetric: Iteration # 87 - FCN = 297335.7977387 Edm = 0.000515843 NCalls = 265 -VariableMetric: Iteration # 88 - FCN = 297335.7969494 Edm = 0.000220391 NCalls = 267 -VariableMetric: Iteration # 89 - FCN = 297335.7955969 Edm = 0.000758635 NCalls = 270 -VariableMetric: Iteration # 90 - FCN = 297335.7834741 Edm = 0.00961126 NCalls = 274 -VariableMetric: Iteration # 91 - FCN = 297334.3732337 Edm = 1.18583 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297329.09139 Edm = 1.23587 NCalls = 285 -VariableMetric: Iteration # 93 - FCN = 297327.553437 Edm = 0.975174 NCalls = 288 -VariableMetric: Iteration # 94 - FCN = 297326.3620063 Edm = 0.47494 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297325.0467712 Edm = 0.927885 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297323.7992371 Edm = 0.40284 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297323.2964312 Edm = 0.0720138 NCalls = 299 -VariableMetric: Iteration # 98 - FCN = 297323.2497325 Edm = 0.0214489 NCalls = 301 -VariableMetric: Iteration # 99 - FCN = 297323.2279334 Edm = 0.00265131 NCalls = 303 -VariableMetric: Iteration # 100 - FCN = 297323.2247388 Edm = 0.000251789 NCalls = 305 -VariableMetric: Iteration # 101 - FCN = 297323.22401 Edm = 0.000315499 NCalls = 307 -VariableMetric: Iteration # 102 - FCN = 297323.2144478 Edm = 0.00833692 NCalls = 311 -VariableMetric: Iteration # 103 - FCN = 297322.9020977 Edm = 0.261876 NCalls = 315 -VariableMetric: Iteration # 104 - FCN = 297313.1783302 Edm = 6.45081 NCalls = 321 -VariableMetric: Iteration # 105 - FCN = 297310.3004581 Edm = 3.93095 NCalls = 325 -VariableMetric: Iteration # 106 - FCN = 297306.7422634 Edm = 1.47157 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297304.8948892 Edm = 0.568866 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297304.5009767 Edm = 0.257952 NCalls = 333 -VariableMetric: Iteration # 109 - FCN = 297304.1363362 Edm = 0.0345843 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297304.0989247 Edm = 0.0055787 NCalls = 338 -VariableMetric: Iteration # 111 - FCN = 297304.0944496 Edm = 0.00114152 NCalls = 340 -VariableMetric: Iteration # 112 - FCN = 297304.0933094 Edm = 0.000193594 NCalls = 342 -VariableMetric: Iteration # 113 - FCN = 297304.0930483 Edm = 9.37536e-05 NCalls = 344 -VariableMetric: Iteration # 114 - FCN = 297304.0913892 Edm = 0.00166355 NCalls = 348 -VariableMetric: Iteration # 115 - FCN = 297304.0301003 Edm = 0.0608204 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297304.0296577 Edm = 0.000362261 NCalls = 358 -VariableMetric: Iteration # 117 - FCN = 297303.8877942 Edm = 0.13675 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297302.9315014 Edm = 0.539918 NCalls = 368 -VariableMetric: Iteration # 119 - FCN = 297302.0147705 Edm = 0.168964 NCalls = 370 -VariableMetric: Iteration # 120 - FCN = 297301.84787 Edm = 0.00799635 NCalls = 372 -VariableMetric: Iteration # 121 - FCN = 297301.8388566 Edm = 0.000525546 NCalls = 374 -VariableMetric: Iteration # 122 - FCN = 297301.8383016 Edm = 4.10955e-05 NCalls = 375 -VariableMetric: After Hessian - FCN = 297301.8383016 Edm = 8.69213 NCalls = 850 -VariableMetric: Iteration # 123 - FCN = 297301.8383016 Edm = 8.69213 NCalls = 850 -VariableMetric: Iteration # 124 - FCN = 297299.1747646 Edm = 3.66621 NCalls = 852 -VariableMetric: Iteration # 125 - FCN = 297297.7203649 Edm = 2.20027 NCalls = 854 -VariableMetric: Iteration # 126 - FCN = 297297.0161952 Edm = 0.480694 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297296.5374193 Edm = 0.113494 NCalls = 858 -VariableMetric: Iteration # 128 - FCN = 297296.4214961 Edm = 0.0524178 NCalls = 860 -VariableMetric: Iteration # 129 - FCN = 297296.3801322 Edm = 0.0268495 NCalls = 862 -VariableMetric: Iteration # 130 - FCN = 297296.3626945 Edm = 0.00432784 NCalls = 864 -VariableMetric: Iteration # 131 - FCN = 297296.3574203 Edm = 0.00257992 NCalls = 866 -VariableMetric: Iteration # 132 - FCN = 297296.3551335 Edm = 0.000543552 NCalls = 868 -VariableMetric: Iteration # 133 - FCN = 297296.3547057 Edm = 1.99346e-05 NCalls = 870 -VariableMetric: After Hessian - FCN = 297296.3547057 Edm = 2.16228e-05 NCalls = 1347 -VariableMetric: Iteration # 134 - FCN = 297296.3547057 Edm = 2.16228e-05 NCalls = 1347 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313899.4648696 Edm = 35.6801 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313899.4648696 Edm = 35.6801 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299249.1311307 Edm = 3.88133 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298917.8175897 Edm = 14.1937 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298905.6196252 Edm = 4.44587 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298307.2664095 Edm = 63.5348 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298240.0861364 Edm = 2.72106 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298230.7388358 Edm = 5.34739 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297883.5367443 Edm = 53.1232 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297801.9905466 Edm = 41.0098 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297775.6235397 Edm = 13.3107 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297763.0620885 Edm = 1.49421 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297761.9804702 Edm = 0.0187956 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297761.9298184 Edm = 0.0325696 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297746.9847374 Edm = 6.97127 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297700.1342062 Edm = 9.3106 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297689.7219763 Edm = 0.138505 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297689.5767425 Edm = 0.0113814 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297689.4383656 Edm = 0.11469 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297676.9584191 Edm = 10.3724 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297575.7800496 Edm = 2.00845 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297572.6769525 Edm = 0.0721437 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297572.5748273 Edm = 0.00524669 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297572.5665385 Edm = 0.0033173 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297572.5626873 Edm = 0.0025249 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297572.4373385 Edm = 0.122852 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297553.0480933 Edm = 0.678884 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297552.5143725 Edm = 0.0278406 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297552.4906021 Edm = 0.00225031 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297552.4851162 Edm = 0.00213309 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297552.48063 Edm = 0.000689958 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297552.4607717 Edm = 0.0162095 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297551.877782 Edm = 0.581966 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297550.0236183 Edm = 1.63974 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297536.9471712 Edm = 3.66899 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297535.7027529 Edm = 3.84334 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297530.9627838 Edm = 3.62482 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297528.4867599 Edm = 1.04813 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297526.9119783 Edm = 0.48779 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297526.4125641 Edm = 0.346282 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297526.2050075 Edm = 0.1153 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297526.0982628 Edm = 0.0118648 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297526.0838429 Edm = 0.00102901 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297526.0789034 Edm = 0.00526742 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297525.9955992 Edm = 0.081196 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297522.0277751 Edm = 7.36564 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297521.7950702 Edm = 0.12262 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297519.534498 Edm = 1.86977 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297510.4597951 Edm = 11.0062 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297494.7315896 Edm = 13.8825 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297491.9443709 Edm = 7.17994 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297485.0266636 Edm = 2.23893 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297484.1591523 Edm = 0.231779 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297483.898206 Edm = 0.0547674 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297483.8334394 Edm = 0.0152631 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297483.8136878 Edm = 0.00880413 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297483.7975525 Edm = 0.0185974 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297483.6575574 Edm = 0.165584 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297483.0221378 Edm = 0.593643 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297466.5936293 Edm = 2.2486 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297465.495918 Edm = 0.343252 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297465.2960404 Edm = 0.017053 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297465.2805734 Edm = 0.00126304 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297465.278581 Edm = 0.0012079 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297465.2633427 Edm = 0.019028 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297464.8752879 Edm = 0.378355 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297457.6730378 Edm = 1.80351 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297455.6608129 Edm = 0.0591854 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297455.6077695 Edm = 0.00104959 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297455.6064775 Edm = 0.000169767 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297455.6054811 Edm = 0.000828996 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297455.533127 Edm = 0.0655222 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297454.5807087 Edm = 0.22175 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297454.2660198 Edm = 0.0173826 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297454.2471893 Edm = 0.000392741 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297454.2466665 Edm = 0.000119114 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297454.2451302 Edm = 0.00149648 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297454.1683645 Edm = 0.082215 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297454.1675684 Edm = 0.000688419 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297453.9685607 Edm = 0.0148416 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297452.8086372 Edm = 0.161337 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297452.5294656 Edm = 0.0206626 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297452.5068952 Edm = 0.00138437 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297452.5055899 Edm = 9.27859e-05 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297452.5054277 Edm = 4.06265e-05 NCalls = 266 -VariableMetric: After Hessian - FCN = 297452.5054277 Edm = 50.9728 NCalls = 751 -VariableMetric: Iteration # 84 - FCN = 297452.5054277 Edm = 50.9728 NCalls = 751 -VariableMetric: Iteration # 85 - FCN = 297452.0918373 Edm = 6.13658 NCalls = 760 -VariableMetric: Iteration # 86 - FCN = 297451.691676 Edm = 1.17012 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297450.3564665 Edm = 0.858102 NCalls = 765 -VariableMetric: Iteration # 88 - FCN = 297449.5626859 Edm = 0.239119 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297449.2828346 Edm = 0.535449 NCalls = 772 -VariableMetric: Iteration # 90 - FCN = 297449.1013775 Edm = 0.129304 NCalls = 774 -VariableMetric: Iteration # 91 - FCN = 297448.8655059 Edm = 0.0787379 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297448.788916 Edm = 0.0449162 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297448.6985188 Edm = 0.0418621 NCalls = 781 -VariableMetric: Iteration # 94 - FCN = 297448.6249801 Edm = 0.0617198 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297448.4826425 Edm = 0.0845245 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297448.3209136 Edm = 0.0892766 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297448.1746462 Edm = 0.120539 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297448.0589563 Edm = 0.0871918 NCalls = 795 -VariableMetric: Iteration # 99 - FCN = 297447.9245791 Edm = 0.0946938 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297447.8342025 Edm = 0.0870155 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297447.7243061 Edm = 0.0713843 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297447.650219 Edm = 0.0361379 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297447.6028589 Edm = 0.0326826 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297447.578773 Edm = 0.0349897 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297447.5558761 Edm = 0.0126851 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297447.537397 Edm = 0.00705213 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297447.5309263 Edm = 0.00184097 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297447.5281987 Edm = 0.000921312 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297447.5263005 Edm = 0.000474272 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297447.5252899 Edm = 0.000285584 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297447.5242403 Edm = 0.000565278 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297447.5197161 Edm = 0.00259265 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 297447.5165667 Edm = 0.00406204 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297447.5124884 Edm = 0.00188127 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297447.5084653 Edm = 0.00391301 NCalls = 836 -VariableMetric: Iteration # 116 - FCN = 297447.503228 Edm = 0.00202709 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297447.4978735 Edm = 0.00199452 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297447.4967746 Edm = 0.00201618 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297447.4936341 Edm = 0.00085648 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297447.4922397 Edm = 0.000164191 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297447.4919652 Edm = 0.000165361 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297447.4915811 Edm = 0.000291804 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297447.4906566 Edm = 0.00046108 NCalls = 856 -VariableMetric: Iteration # 124 - FCN = 297447.4897064 Edm = 0.0001152 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297447.4895823 Edm = 6.83119e-05 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297447.4894907 Edm = 3.92508e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297447.4894907 Edm = 0.00199025 NCalls = 1351 -VariableMetric: Iteration # 127 - FCN = 297447.4894907 Edm = 0.00199025 NCalls = 1351 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311687.0435549 Edm = 14.9412 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311687.0435549 Edm = 14.9412 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303920.8994078 Edm = 25.7287 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303685.0298157 Edm = 1161.49 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303543.2067124 Edm = 570.167 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 303368.8371481 Edm = 52.5222 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 303344.2336684 Edm = 6.39056 NCalls = 17 -VariableMetric: Iteration # 6 - FCN = 298943.8182872 Edm = 24.9316 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298931.1648822 Edm = 24.6244 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298648.2261064 Edm = 30.5298 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298610.9105276 Edm = 42.0285 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298574.7943345 Edm = 3.90205 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 298525.4597431 Edm = 60.0264 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298043.2308658 Edm = 110.177 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297652.6537832 Edm = 100.651 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297580.0665459 Edm = 12.7174 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297562.2047161 Edm = 1.17237 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297561.4242733 Edm = 0.0607156 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297560.6839428 Edm = 0.618723 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297526.4698171 Edm = 17.9284 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297473.9104011 Edm = 3.83681 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297469.0025919 Edm = 0.11473 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297468.7612817 Edm = 0.0807448 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297468.1480455 Edm = 0.454641 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297447.0084816 Edm = 8.69601 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297428.4997825 Edm = 3.73555 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297387.426115 Edm = 10.4148 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297384.7813961 Edm = 25.9602 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297370.53186 Edm = 3.57775 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297367.7970236 Edm = 0.720797 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297366.963767 Edm = 0.0184091 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297366.9255444 Edm = 0.0218245 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297363.2400453 Edm = 3.34067 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297308.2773555 Edm = 5.46541 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297302.9923904 Edm = 1.83996 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297302.1255632 Edm = 0.387065 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297298.115974 Edm = 5.21499 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297297.7826057 Edm = 0.282451 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297295.9548146 Edm = 2.31284 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297290.2729151 Edm = 2.24194 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297286.6693206 Edm = 0.406624 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297286.4464696 Edm = 0.0130419 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297286.4228951 Edm = 0.0049122 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297286.401933 Edm = 0.0143311 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297284.8899836 Edm = 1.21275 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297269.7032145 Edm = 1.31057 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297268.3759342 Edm = 0.0168229 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297268.3577523 Edm = 0.00376804 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297268.2477417 Edm = 0.109458 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297263.2515441 Edm = 0.780131 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297241.7148453 Edm = 7.41257 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297226.4069254 Edm = 1.64592 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297224.9881488 Edm = 0.174464 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297224.8349943 Edm = 0.0109206 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297224.8248307 Edm = 0.00108289 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297224.8229114 Edm = 0.000360079 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297224.8195975 Edm = 0.00279141 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297224.5351786 Edm = 0.294992 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297221.287621 Edm = 1.44073 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297216.5759209 Edm = 0.345733 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297216.2515882 Edm = 0.00467412 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297216.2484031 Edm = 0.000315344 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297216.2480528 Edm = 0.000111421 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297216.2449418 Edm = 0.00236544 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297216.208137 Edm = 0.0294319 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297213.5562907 Edm = 1.46931 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297210.885761 Edm = 0.401423 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297210.5163183 Edm = 0.650858 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297210.1004005 Edm = 0.131161 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297209.888147 Edm = 0.145353 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297209.7813381 Edm = 0.0468863 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297209.7014432 Edm = 0.0142891 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297209.6892236 Edm = 0.00112347 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297209.6880111 Edm = 0.000310754 NCalls = 221 -VariableMetric: Iteration # 73 - FCN = 297209.6857238 Edm = 0.00246058 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297209.6349158 Edm = 0.0432814 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297206.6333923 Edm = 2.40598 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297206.1220173 Edm = 1.74281 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297204.1739121 Edm = 1.5168 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297203.1489413 Edm = 0.655902 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297202.7698749 Edm = 0.126195 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297202.4585892 Edm = 0.283664 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297202.1492488 Edm = 0.122449 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297201.9932522 Edm = 0.0190293 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297201.9790146 Edm = 0.00245744 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297201.9763313 Edm = 0.000133548 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297201.9761815 Edm = 3.74381e-05 NCalls = 259 -VariableMetric: After Hessian - FCN = 297201.9761815 Edm = 0.983446 NCalls = 744 -VariableMetric: Iteration # 86 - FCN = 297201.9761815 Edm = 0.983446 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297201.8734634 Edm = 1.02579 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297201.8722129 Edm = 17087.8 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297201.8072997 Edm = 16300.9 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297201.7707672 Edm = 1791.69 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297201.7155386 Edm = 6897.29 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297201.6894827 Edm = 3010.92 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297201.5382714 Edm = 5230.33 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297201.3432668 Edm = 3054.91 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297201.0884032 Edm = 1878.73 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297200.9467112 Edm = 1091.53 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297200.8321084 Edm = 596.785 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297200.7687223 Edm = 778.043 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297200.7284528 Edm = 2362.38 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297200.5893268 Edm = 136.9 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297200.5584701 Edm = 13.7378 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297200.513338 Edm = 16.0859 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297200.4624792 Edm = 14.7895 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297200.4257852 Edm = 6.51192 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297200.265949 Edm = 8.75515 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297200.2403842 Edm = 2.98441 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297200.228177 Edm = 1.26122 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297200.2160573 Edm = 3.15844 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297200.2049902 Edm = 0.87948 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 297199.860742 Edm = 0.683631 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 297199.818156 Edm = 0.4783 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297199.682301 Edm = 0.085635 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297199.5630482 Edm = 0.0975797 NCalls = 840 -VariableMetric: Iteration # 114 - FCN = 297199.4782874 Edm = 0.0548886 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297199.4429584 Edm = 0.0299583 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297199.4265682 Edm = 0.0148915 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297199.406324 Edm = 0.0105243 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297199.390376 Edm = 0.00221906 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297199.3880218 Edm = 0.000316476 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297199.3877189 Edm = 9.61536e-05 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 297199.3876044 Edm = 0.0001175 NCalls = 858 -VariableMetric: Iteration # 122 - FCN = 297199.3872906 Edm = 0.000268698 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297199.3862252 Edm = 0.00042764 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297199.3857591 Edm = 7.73515e-05 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297199.3856996 Edm = 7.17627e-06 NCalls = 869 -VariableMetric: After Hessian - FCN = 297199.3856996 Edm = 0.000316381 NCalls = 1370 -VariableMetric: Iteration # 126 - FCN = 297199.3856996 Edm = 0.000316381 NCalls = 1370 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317463.8054514 Edm = 26.4608 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317463.8054514 Edm = 26.4608 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298514.5713012 Edm = 21.1818 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298440.488854 Edm = 486.465 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298354.5327345 Edm = 5.24436 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298317.6741602 Edm = 6.49408 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298307.4468389 Edm = 1.70318 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298223.5413065 Edm = 75.482 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297941.8680014 Edm = 11.8392 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297928.6044397 Edm = 0.127246 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297928.3645445 Edm = 0.058494 NCalls = 30 -VariableMetric: Iteration # 10 - FCN = 297927.9638403 Edm = 0.2421 NCalls = 33 -VariableMetric: Iteration # 11 - FCN = 297821.9609788 Edm = 47.463 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297712.451688 Edm = 1.75285 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297710.5017369 Edm = 0.195865 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297710.0093279 Edm = 0.208659 NCalls = 45 -VariableMetric: Iteration # 15 - FCN = 297709.7153426 Edm = 0.0921193 NCalls = 47 -VariableMetric: Iteration # 16 - FCN = 297709.5720323 Edm = 0.0742131 NCalls = 49 -VariableMetric: Iteration # 17 - FCN = 297705.633675 Edm = 3.76346 NCalls = 55 -VariableMetric: Iteration # 18 - FCN = 297683.338979 Edm = 23.3352 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297611.7837199 Edm = 38.2605 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297563.6843848 Edm = 27.024 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297541.6454292 Edm = 4.29527 NCalls = 68 -VariableMetric: Iteration # 22 - FCN = 297535.5690128 Edm = 1.02067 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297533.9499619 Edm = 0.127018 NCalls = 72 -VariableMetric: Iteration # 24 - FCN = 297533.6788518 Edm = 0.0157355 NCalls = 74 -VariableMetric: Iteration # 25 - FCN = 297533.6380568 Edm = 0.0197495 NCalls = 76 -VariableMetric: Iteration # 26 - FCN = 297532.4054952 Edm = 1.41234 NCalls = 81 -VariableMetric: Iteration # 27 - FCN = 297525.6610174 Edm = 6.10921 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297494.505633 Edm = 32.0278 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297471.7453012 Edm = 14.3175 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297456.6706446 Edm = 6.3454 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297453.8709106 Edm = 3.06069 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297449.4794549 Edm = 1.21 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297448.4072069 Edm = 0.347798 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297448.1864431 Edm = 0.0655962 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297448.1117636 Edm = 0.0127158 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297448.015468 Edm = 0.0728295 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297441.8401923 Edm = 1.33843 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297436.8371141 Edm = 3.81041 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297424.1009463 Edm = 16.5438 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297411.3136832 Edm = 27.9397 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297367.8207163 Edm = 12.01 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297351.2632412 Edm = 2.2672 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297344.928076 Edm = 6.1911 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297341.907496 Edm = 2.33483 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297338.6469994 Edm = 3.98244 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297335.505402 Edm = 2.0827 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297331.4507047 Edm = 2.20552 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297330.3445202 Edm = 0.0861788 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297330.2489583 Edm = 0.0215521 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297330.21606 Edm = 0.0163382 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297330.1920429 Edm = 0.00796404 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297330.1599332 Edm = 0.0323301 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297328.3939069 Edm = 1.45817 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297324.2386169 Edm = 0.578765 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297323.7526419 Edm = 0.2042 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297323.4805625 Edm = 0.0611899 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297323.3855776 Edm = 0.00873883 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297323.373687 Edm = 0.00163747 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297323.3695433 Edm = 0.00244755 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297323.3087717 Edm = 0.0570853 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297320.341496 Edm = 4.20998 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297319.9190685 Edm = 0.483076 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297318.7371573 Edm = 1.64606 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297314.2508918 Edm = 3.66992 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297304.14213 Edm = 7.237 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297295.8210035 Edm = 5.18158 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297293.8695785 Edm = 0.485415 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297293.394459 Edm = 0.136232 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297293.2117449 Edm = 0.0692332 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297292.9494801 Edm = 0.09185 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297292.8271628 Edm = 0.0312781 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297292.7924465 Edm = 0.0054303 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297292.7846019 Edm = 0.00119749 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297292.7823786 Edm = 0.00138698 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297292.6901995 Edm = 0.057297 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297292.4736559 Edm = 0.178969 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297291.8845719 Edm = 0.611594 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297288.0264944 Edm = 3.63968 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297286.5203525 Edm = 1.483 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297284.7305238 Edm = 0.829374 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297284.3586153 Edm = 0.0286349 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297284.3289141 Edm = 0.0202708 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297284.3094168 Edm = 0.00686558 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297284.2975991 Edm = 0.00301042 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297284.2913982 Edm = 0.0008859 NCalls = 262 -VariableMetric: Iteration # 86 - FCN = 297284.2897982 Edm = 0.000368302 NCalls = 264 -VariableMetric: Iteration # 87 - FCN = 297284.1668351 Edm = 0.129134 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297284.1011275 Edm = 0.0644759 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297278.5204426 Edm = 2.10464 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297277.5631646 Edm = 0.368575 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297277.0060115 Edm = 0.138747 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297276.4678691 Edm = 0.20591 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297276.3590243 Edm = 0.0878586 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297276.2583404 Edm = 0.0158547 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297276.215928 Edm = 0.00486748 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297276.2079632 Edm = 0.000966128 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297276.2064613 Edm = 0.000657139 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297276.2059372 Edm = 0.000370552 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297276.2034859 Edm = 0.00182236 NCalls = 308 -VariableMetric: Iteration # 100 - FCN = 297276.0949829 Edm = 0.0918666 NCalls = 313 -VariableMetric: Iteration # 101 - FCN = 297274.1299817 Edm = 0.413333 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 297273.7453483 Edm = 0.242039 NCalls = 320 -VariableMetric: Iteration # 103 - FCN = 297273.6519488 Edm = 0.00516584 NCalls = 322 -VariableMetric: Iteration # 104 - FCN = 297273.6461297 Edm = 0.000571733 NCalls = 324 -VariableMetric: Iteration # 105 - FCN = 297273.6452414 Edm = 0.000393542 NCalls = 326 -VariableMetric: Iteration # 106 - FCN = 297273.6432699 Edm = 0.00112633 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297273.6368708 Edm = 0.00354922 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297273.5124475 Edm = 0.110376 NCalls = 336 -VariableMetric: Iteration # 109 - FCN = 297271.9937677 Edm = 1.09701 NCalls = 340 -VariableMetric: Iteration # 110 - FCN = 297270.2807437 Edm = 0.38358 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297269.8847714 Edm = 0.0630566 NCalls = 344 -VariableMetric: Iteration # 112 - FCN = 297269.8377521 Edm = 0.00380579 NCalls = 345 -VariableMetric: Iteration # 113 - FCN = 297269.8334977 Edm = 0.000171652 NCalls = 347 -VariableMetric: Iteration # 114 - FCN = 297269.8332952 Edm = 6.06759e-05 NCalls = 349 -VariableMetric: After Hessian - FCN = 297269.8332952 Edm = 2899.81 NCalls = 828 -VariableMetric: Iteration # 115 - FCN = 297269.8332952 Edm = 2899.81 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297269.6090503 Edm = 5202 NCalls = 836 -VariableMetric: Iteration # 117 - FCN = 297268.4580794 Edm = 0.388265 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297265.2595733 Edm = 0.0691272 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297265.2571198 Edm = 13624.2 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297265.2458266 Edm = 332.367 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297265.2086973 Edm = 744.947 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297264.6994784 Edm = 354.567 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297264.5949802 Edm = 266.812 NCalls = 864 -VariableMetric: Iteration # 124 - FCN = 297264.306114 Edm = 76.6653 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297264.005363 Edm = 59.6045 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297263.9532182 Edm = 73.1454 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297263.833721 Edm = 28.972 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297263.295847 Edm = 57.1805 NCalls = 878 -VariableMetric: Iteration # 129 - FCN = 297263.0597303 Edm = 63.9788 NCalls = 880 -VariableMetric: Iteration # 130 - FCN = 297261.8884244 Edm = 13.4744 NCalls = 882 -VariableMetric: Iteration # 131 - FCN = 297261.7817423 Edm = 5.9015 NCalls = 885 -VariableMetric: Iteration # 132 - FCN = 297261.5979588 Edm = 2.80635 NCalls = 887 -VariableMetric: Iteration # 133 - FCN = 297261.4744366 Edm = 1.79394 NCalls = 889 -VariableMetric: Iteration # 134 - FCN = 297261.3087945 Edm = 1.69557 NCalls = 891 -VariableMetric: Iteration # 135 - FCN = 297261.1690788 Edm = 0.922738 NCalls = 893 -VariableMetric: Iteration # 136 - FCN = 297260.9787038 Edm = 0.378072 NCalls = 895 -VariableMetric: Iteration # 137 - FCN = 297260.94983 Edm = 0.0728954 NCalls = 897 -VariableMetric: Iteration # 138 - FCN = 297260.934623 Edm = 0.0392665 NCalls = 899 -VariableMetric: Iteration # 139 - FCN = 297260.9274003 Edm = 0.0301141 NCalls = 901 -VariableMetric: Iteration # 140 - FCN = 297260.9080706 Edm = 0.00698529 NCalls = 903 -VariableMetric: Iteration # 141 - FCN = 297260.906494 Edm = 0.00362088 NCalls = 905 -VariableMetric: Iteration # 142 - FCN = 297260.9047825 Edm = 0.00062365 NCalls = 907 -VariableMetric: Iteration # 143 - FCN = 297260.9044756 Edm = 0.000456509 NCalls = 909 -VariableMetric: Iteration # 144 - FCN = 297260.9042694 Edm = 2.15211e-05 NCalls = 911 -VariableMetric: After Hessian - FCN = 297260.9042694 Edm = 2.26093e-05 NCalls = 1398 -VariableMetric: Iteration # 145 - FCN = 297260.9042694 Edm = 2.26093e-05 NCalls = 1398 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309651.8835635 Edm = 25.514 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309651.8835635 Edm = 25.514 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304739.7276523 Edm = 4.07081 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 304722.9618974 Edm = 6.41276 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299640.1695568 Edm = 15.4455 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299561.3081663 Edm = 13.5048 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299485.122359 Edm = 68.7724 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298834.8541989 Edm = 213.491 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298649.8420394 Edm = 66.1127 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298602.6860305 Edm = 3.0508 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298599.5011552 Edm = 1.29498 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298584.8963192 Edm = 14.0128 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298227.8579797 Edm = 160.657 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297973.3280448 Edm = 229.098 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297542.2638452 Edm = 16.734 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297525.2288214 Edm = 6.33236 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297521.4297158 Edm = 0.0453764 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297521.3108113 Edm = 0.0967737 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297482.5395476 Edm = 12.2963 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297437.9141097 Edm = 4.42336 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297432.7169383 Edm = 0.0638397 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297432.5900791 Edm = 0.0453583 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297430.039315 Edm = 2.04482 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297382.1827858 Edm = 25.9185 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297321.6534856 Edm = 75.2698 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297287.958597 Edm = 22.4916 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297257.0597251 Edm = 7.72901 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297254.2830416 Edm = 0.929022 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297253.6344855 Edm = 0.277118 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297253.4946567 Edm = 0.0267669 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297253.3839414 Edm = 0.0885405 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297250.4549531 Edm = 3.89547 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297249.4367591 Edm = 0.921612 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297235.9918035 Edm = 0.322466 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297235.236915 Edm = 0.0522421 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297235.1671142 Edm = 0.00644276 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297235.1271958 Edm = 0.0223935 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297234.5013235 Edm = 0.508493 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297222.8908992 Edm = 7.52268 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297206.5414012 Edm = 11.6649 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297199.2449148 Edm = 1.71236 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297197.2031785 Edm = 0.669794 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297196.6084656 Edm = 0.0732439 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297196.5300617 Edm = 0.0093973 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297196.5160098 Edm = 0.00487664 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297196.4596257 Edm = 0.0371037 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297195.2264132 Edm = 1.03389 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297166.6264215 Edm = 6.37942 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297157.2513427 Edm = 1.22636 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297156.0051762 Edm = 0.251089 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297155.8059143 Edm = 0.0109622 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297155.791625 Edm = 0.00140993 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297155.7878799 Edm = 0.00170721 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297155.7817715 Edm = 0.00337323 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297155.7351749 Edm = 0.0492039 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297154.1087295 Edm = 1.29378 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297146.4779571 Edm = 0.300053 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297146.1741743 Edm = 0.0199551 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297146.1582235 Edm = 0.00134227 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297146.156434 Edm = 0.000598522 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297146.1529466 Edm = 0.00303997 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297146.0820061 Edm = 0.0653633 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297144.5805524 Edm = 0.821772 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297142.9146405 Edm = 0.0810795 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297142.824135 Edm = 0.010532 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297142.8150764 Edm = 0.000709522 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297142.8142106 Edm = 0.000156693 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297142.8104008 Edm = 0.00343313 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297142.5993345 Edm = 0.190157 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297141.1805948 Edm = 0.192243 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297140.9312096 Edm = 0.0054987 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297140.9252338 Edm = 0.000172352 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297140.9249425 Edm = 0.000108635 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297140.9237949 Edm = 0.000992127 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297140.6806732 Edm = 0.219158 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297139.0355119 Edm = 0.389212 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297138.3901597 Edm = 0.0980892 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297138.2233064 Edm = 0.0155462 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297138.2089651 Edm = 0.00283229 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297138.2070108 Edm = 0.000865543 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297138.205518 Edm = 0.000860357 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297138.1818253 Edm = 0.0176568 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297137.711594 Edm = 0.410299 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297132.1603784 Edm = 4.47232 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297130.5852812 Edm = 3.52456 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297126.1932735 Edm = 1.22214 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297124.6748019 Edm = 0.868366 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297123.8369116 Edm = 0.610876 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297123.4421897 Edm = 0.113722 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297123.345477 Edm = 0.031566 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297123.3152823 Edm = 0.0145842 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297123.2906672 Edm = 0.00205701 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297123.2874219 Edm = 0.000644548 NCalls = 282 -VariableMetric: Iteration # 92 - FCN = 297123.2863846 Edm = 0.000494705 NCalls = 284 -VariableMetric: Iteration # 93 - FCN = 297123.2852796 Edm = 0.000406161 NCalls = 286 -VariableMetric: Iteration # 94 - FCN = 297123.2814902 Edm = 0.00318792 NCalls = 289 -VariableMetric: Iteration # 95 - FCN = 297123.1017437 Edm = 0.192356 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297122.0303331 Edm = 0.741366 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297119.0320074 Edm = 0.0840728 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297118.9511095 Edm = 0.00220397 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297118.9494869 Edm = 0.000128615 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297118.9493566 Edm = 3.67003e-05 NCalls = 307 -VariableMetric: After Hessian - FCN = 297118.9493566 Edm = 1.8179 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297118.9493566 Edm = 1.8179 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297117.5166178 Edm = 0.225689 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297117.240615 Edm = 0.0889734 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297117.1892071 Edm = 0.06213 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297116.9904628 Edm = 0.499511 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297116.6611442 Edm = 1.64535 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297116.5434233 Edm = 0.315692 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297115.8879534 Edm = 0.646183 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297115.7170733 Edm = 0.324748 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297115.3449654 Edm = 0.328003 NCalls = 818 -VariableMetric: Iteration # 111 - FCN = 297115.1237434 Edm = 0.182733 NCalls = 820 -VariableMetric: Iteration # 112 - FCN = 297115.0048419 Edm = 0.0511206 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297114.9531304 Edm = 0.0132895 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297114.9320387 Edm = 0.0102462 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297114.9178262 Edm = 0.00500322 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297114.9084551 Edm = 0.0017295 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297114.9028098 Edm = 0.00172415 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297114.8988619 Edm = 0.00033212 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297114.8985894 Edm = 1.47824e-05 NCalls = 836 -VariableMetric: After Hessian - FCN = 297114.8985894 Edm = 1.24634e-05 NCalls = 1319 -VariableMetric: Iteration # 120 - FCN = 297114.8985894 Edm = 1.24634e-05 NCalls = 1319 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300021.0340795 Edm = 8.25351 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300021.0340795 Edm = 8.25351 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299516.6626219 Edm = 4.78272 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299455.0433793 Edm = 109.306 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298450.9648944 Edm = 176.508 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298030.7862983 Edm = 41.7701 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297973.5679264 Edm = 0.876566 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297972.2388968 Edm = 0.231883 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297955.9897475 Edm = 20.9751 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297949.841877 Edm = 5.65248 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297716.4942163 Edm = 0.551617 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297715.5270268 Edm = 0.21196 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297714.4830494 Edm = 0.334706 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297625.3520712 Edm = 20.5226 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297604.0671042 Edm = 0.215073 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297603.7998004 Edm = 0.047085 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297603.574159 Edm = 0.158053 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297588.9150745 Edm = 14.698 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297546.196704 Edm = 31.4364 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297422.0532358 Edm = 30.618 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297389.092169 Edm = 5.93063 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297364.6134476 Edm = 7.76528 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297356.2438336 Edm = 2.42299 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297354.4895938 Edm = 0.140195 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297354.3233743 Edm = 0.0111868 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297354.3072976 Edm = 0.00511137 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297353.9582553 Edm = 0.351035 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297351.2789428 Edm = 2.5837 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297323.5075793 Edm = 27.8724 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297305.3368051 Edm = 12.6846 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297292.6437571 Edm = 5.27601 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297280.4482409 Edm = 21.9506 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297274.0847681 Edm = 2.36485 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297271.5615586 Edm = 0.785144 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297271.1135002 Edm = 1.04494 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297269.8870582 Edm = 0.598888 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297268.6380069 Edm = 0.406885 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297268.198642 Edm = 0.0514121 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297268.1627975 Edm = 0.0307611 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297268.1440944 Edm = 0.0037476 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297268.1366083 Edm = 0.00998999 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297267.5791814 Edm = 0.574307 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297267.4679617 Edm = 0.101646 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297267.4325832 Edm = 0.0323001 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297252.4249884 Edm = 2.57099 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297250.2391189 Edm = 1.51265 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297248.3999689 Edm = 0.714912 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297247.382144 Edm = 0.322689 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297247.1102611 Edm = 0.0270081 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297247.0741821 Edm = 0.0039773 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297247.0556843 Edm = 0.0136587 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297246.8516469 Edm = 0.324756 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297246.6591546 Edm = 0.175209 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297236.7265014 Edm = 1.1028 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297235.4458309 Edm = 0.241317 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297235.2780344 Edm = 0.0567718 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297235.2186495 Edm = 0.00350983 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297235.2146087 Edm = 0.000989788 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297235.2063291 Edm = 0.00959905 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297235.0000826 Edm = 0.253601 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297234.8535577 Edm = 0.14121 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297228.9578579 Edm = 0.463897 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297228.6058955 Edm = 0.0263087 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297228.57089 Edm = 0.00239982 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297228.5670669 Edm = 0.000584153 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297228.5647216 Edm = 0.00111109 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297228.5337038 Edm = 0.0274123 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297226.1534156 Edm = 2.17292 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297219.9527238 Edm = 0.821867 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297218.7554366 Edm = 0.353598 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297218.5776234 Edm = 0.0335732 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297218.5465373 Edm = 0.0124534 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297218.5323296 Edm = 0.00420056 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297218.5288638 Edm = 0.000414182 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297218.5281299 Edm = 0.000357219 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297218.4959859 Edm = 0.0284368 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297215.3222571 Edm = 2.16015 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297210.4247145 Edm = 0.341527 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297210.121096 Edm = 0.0225287 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297210.0983137 Edm = 0.00178495 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297210.0967331 Edm = 0.000187026 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297210.0963476 Edm = 0.000205907 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297210.0952143 Edm = 0.000901287 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297210.0578911 Edm = 0.0383155 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297209.3520983 Edm = 0.472572 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297207.8514866 Edm = 0.152027 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297207.7288151 Edm = 0.00664501 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297207.722362 Edm = 0.000543454 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297207.7215871 Edm = 0.000123071 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297207.7212903 Edm = 0.000213361 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297207.7107078 Edm = 0.0100946 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297207.0445286 Edm = 0.310591 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297206.531111 Edm = 0.0737746 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297206.4509291 Edm = 0.00941569 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297206.4373423 Edm = 0.000330409 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297206.4369989 Edm = 3.79528e-05 NCalls = 308 -VariableMetric: After Hessian - FCN = 297206.4369989 Edm = 0.887463 NCalls = 787 -VariableMetric: Iteration # 95 - FCN = 297206.4369989 Edm = 0.887463 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297204.9654568 Edm = 0.101152 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297204.8187207 Edm = 0.162757 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297204.7142978 Edm = 0.289854 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297204.5838422 Edm = 0.559216 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297203.9886494 Edm = 8.72697 NCalls = 809 -VariableMetric: Iteration # 101 - FCN = 297203.1183093 Edm = 4.60698 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297202.3234317 Edm = 9.44714 NCalls = 816 -VariableMetric: Iteration # 103 - FCN = 297202.0026443 Edm = 1.07034 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297201.6018822 Edm = 1.09592 NCalls = 823 -VariableMetric: Iteration # 105 - FCN = 297201.0191836 Edm = 0.918137 NCalls = 826 -VariableMetric: Iteration # 106 - FCN = 297200.2812921 Edm = 0.319441 NCalls = 829 -VariableMetric: Iteration # 107 - FCN = 297199.7936502 Edm = 0.247504 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297199.6502382 Edm = 0.0320028 NCalls = 833 -VariableMetric: Iteration # 109 - FCN = 297199.5970727 Edm = 0.012833 NCalls = 836 -VariableMetric: Iteration # 110 - FCN = 297199.5747577 Edm = 0.00449251 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297199.5656072 Edm = 0.0056935 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297199.5508831 Edm = 0.00517213 NCalls = 845 -VariableMetric: Iteration # 113 - FCN = 297199.5349856 Edm = 0.00644734 NCalls = 848 -VariableMetric: Iteration # 114 - FCN = 297199.5183732 Edm = 0.0340554 NCalls = 851 -VariableMetric: Iteration # 115 - FCN = 297199.4946068 Edm = 0.0151676 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297199.4819184 Edm = 0.0158884 NCalls = 855 -VariableMetric: Iteration # 117 - FCN = 297199.4681048 Edm = 0.00547084 NCalls = 858 -VariableMetric: Iteration # 118 - FCN = 297199.4571704 Edm = 0.00489329 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297199.4512396 Edm = 0.00227846 NCalls = 862 -VariableMetric: Iteration # 120 - FCN = 297199.4480559 Edm = 0.00118284 NCalls = 864 -VariableMetric: Iteration # 121 - FCN = 297199.4470763 Edm = 0.000230134 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297199.4468274 Edm = 6.19461e-05 NCalls = 868 -VariableMetric: After Hessian - FCN = 297199.4468274 Edm = 0.0170367 NCalls = 1355 -VariableMetric: Iteration # 123 - FCN = 297199.4468274 Edm = 0.0170367 NCalls = 1355 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311451.0729713 Edm = 2495.85 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311451.0729713 Edm = 2495.85 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305165.2783199 Edm = 53.2605 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298930.0929086 Edm = 5.31303 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298913.4479867 Edm = 13.3422 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298707.5921032 Edm = 27.2476 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298454.7765721 Edm = 109.512 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298439.4860106 Edm = 17.1184 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298430.6686589 Edm = 2.40253 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298426.1915175 Edm = 0.475773 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298424.6540147 Edm = 0.594547 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298415.9134062 Edm = 12.9173 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298314.5359714 Edm = 180.502 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298309.8117092 Edm = 4.28733 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298257.4260847 Edm = 20.6553 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 298221.7406628 Edm = 56.3373 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 298202.1390462 Edm = 3.49505 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 298189.6250831 Edm = 2.81667 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 298183.5297683 Edm = 3.98436 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 298180.737466 Edm = 1.21785 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 298179.8019986 Edm = 0.24558 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 298174.0288462 Edm = 8.851 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 298157.5895043 Edm = 32.9884 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 298153.1979511 Edm = 7.7327 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 298088.8797535 Edm = 21.855 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 298014.0898263 Edm = 9.85541 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 298000.6893674 Edm = 2.65019 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297998.5100376 Edm = 0.307238 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297998.1591142 Edm = 0.134141 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297995.055499 Edm = 4.08333 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297992.8628304 Edm = 2.04918 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297985.386702 Edm = 6.14926 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297732.9259017 Edm = 30.7919 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297704.946005 Edm = 4.43036 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297688.0275834 Edm = 1.67922 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297686.5790682 Edm = 0.177528 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297686.2828858 Edm = 0.153427 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297684.358567 Edm = 1.31778 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297676.4883667 Edm = 4.97456 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297670.0964263 Edm = 2.25858 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297663.7513436 Edm = 3.97744 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297662.5825277 Edm = 1.59301 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297659.5160001 Edm = 0.498026 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297658.549494 Edm = 0.19253 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297658.4266878 Edm = 0.0384522 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297658.3692211 Edm = 0.0147205 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297658.2811928 Edm = 0.0592404 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297656.0909488 Edm = 2.43686 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297645.7644598 Edm = 11.2002 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297645.7087156 Edm = 0.30163 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297644.8986579 Edm = 0.945709 NCalls = 183 -VariableMetric: Iteration # 50 - FCN = 297636.4424631 Edm = 2.08195 NCalls = 189 -VariableMetric: Iteration # 51 - FCN = 297630.2747417 Edm = 3.91568 NCalls = 192 -VariableMetric: Iteration # 52 - FCN = 297615.987255 Edm = 11.2011 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297606.1113806 Edm = 4.25273 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297602.6596883 Edm = 7.49128 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297590.1736777 Edm = 10.7188 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297584.714773 Edm = 7.89984 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297578.641792 Edm = 0.102956 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297578.5232579 Edm = 0.022963 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297578.4921195 Edm = 0.0261076 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297578.3488362 Edm = 0.204727 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297578.0462639 Edm = 0.260977 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297572.6946999 Edm = 3.51848 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297563.0493166 Edm = 1.83553 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297560.5594506 Edm = 0.490786 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297559.9231222 Edm = 0.0507997 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297559.8743499 Edm = 0.0063799 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297559.8684299 Edm = 0.00300369 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297559.8137678 Edm = 0.044549 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297557.0219465 Edm = 2.90672 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297549.4420416 Edm = 4.35052 NCalls = 253 -VariableMetric: Iteration # 71 - FCN = 297541.0808367 Edm = 0.652513 NCalls = 256 -VariableMetric: Iteration # 72 - FCN = 297540.4651109 Edm = 0.142947 NCalls = 258 -VariableMetric: Iteration # 73 - FCN = 297540.3312569 Edm = 0.0507939 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297540.2703985 Edm = 0.0221475 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297540.2393451 Edm = 0.00696361 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297540.2313127 Edm = 0.00185308 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297540.2108943 Edm = 0.0261174 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297539.89775 Edm = 0.28003 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297533.3732318 Edm = 6.8532 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297471.3126811 Edm = 39.1143 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297430.7633649 Edm = 7.95423 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297424.6079128 Edm = 4.69492 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297420.853069 Edm = 3.39861 NCalls = 294 -VariableMetric: Iteration # 84 - FCN = 297419.4098856 Edm = 0.631081 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297418.4879128 Edm = 0.135212 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297417.9457338 Edm = 0.310842 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297417.229141 Edm = 0.158179 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297417.0577678 Edm = 0.0803418 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297416.9258988 Edm = 0.0618419 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297416.7835525 Edm = 0.0585416 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297416.6490092 Edm = 0.052074 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297416.5716429 Edm = 0.0118389 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297416.5494371 Edm = 0.00552728 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297416.5366288 Edm = 0.00565505 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297416.4307834 Edm = 0.0943368 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297413.2184188 Edm = 2.121 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297406.5629692 Edm = 1.39799 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297404.500198 Edm = 0.391813 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297403.9534025 Edm = 0.215905 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297403.2946923 Edm = 0.280024 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297402.9427033 Edm = 0.275486 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297402.7617595 Edm = 0.123719 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297402.6291308 Edm = 0.0271667 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297402.6057487 Edm = 0.0022744 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297402.6036319 Edm = 0.000531569 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297402.596483 Edm = 0.00705307 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297402.4918565 Edm = 0.104384 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297402.4865632 Edm = 0.00459302 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297401.3330967 Edm = 0.751154 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297398.8060879 Edm = 0.670298 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297397.6046853 Edm = 0.722903 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297397.0322999 Edm = 0.220024 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297396.851547 Edm = 0.052144 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297396.8154694 Edm = 0.00921826 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297396.7964385 Edm = 0.0112038 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297396.7758563 Edm = 0.00383907 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297396.7690763 Edm = 0.000753229 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297396.7682522 Edm = 9.16578e-05 NCalls = 387 -VariableMetric: Iteration # 119 - FCN = 297396.7680013 Edm = 0.000145516 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297396.7651392 Edm = 0.00257245 NCalls = 393 -VariableMetric: Iteration # 121 - FCN = 297396.5607326 Edm = 0.175078 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297395.4777028 Edm = 0.0233125 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297395.4538016 Edm = 0.00207606 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297395.4512986 Edm = 0.00011431 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297395.4510759 Edm = 9.75335e-05 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297395.4502867 Edm = 0.000586056 NCalls = 409 -VariableMetric: Iteration # 127 - FCN = 297395.4397145 Edm = 0.00876897 NCalls = 413 -VariableMetric: Iteration # 128 - FCN = 297395.1065794 Edm = 0.376986 NCalls = 418 -VariableMetric: Iteration # 129 - FCN = 297395.0693653 Edm = 0.0635307 NCalls = 421 -VariableMetric: Iteration # 130 - FCN = 297394.7795757 Edm = 0.404846 NCalls = 427 -VariableMetric: Iteration # 131 - FCN = 297394.284153 Edm = 0.456769 NCalls = 432 -VariableMetric: Iteration # 132 - FCN = 297393.1763666 Edm = 0.761929 NCalls = 438 -VariableMetric: Iteration # 133 - FCN = 297392.4745709 Edm = 0.277518 NCalls = 441 -VariableMetric: Iteration # 134 - FCN = 297391.912825 Edm = 0.356102 NCalls = 444 -VariableMetric: Iteration # 135 - FCN = 297391.5915729 Edm = 0.0917527 NCalls = 446 -VariableMetric: Iteration # 136 - FCN = 297391.522561 Edm = 0.00711212 NCalls = 448 -VariableMetric: Iteration # 137 - FCN = 297391.5175179 Edm = 0.000499457 NCalls = 450 -VariableMetric: Iteration # 138 - FCN = 297391.5167507 Edm = 0.00026215 NCalls = 452 -VariableMetric: Iteration # 139 - FCN = 297391.5156147 Edm = 0.00138838 NCalls = 454 -VariableMetric: Iteration # 140 - FCN = 297391.4939806 Edm = 0.0258121 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297391.4690561 Edm = 0.0239202 NCalls = 464 -VariableMetric: Iteration # 142 - FCN = 297388.6491112 Edm = 0.61017 NCalls = 469 -VariableMetric: Iteration # 143 - FCN = 297388.1035061 Edm = 0.0504214 NCalls = 470 -VariableMetric: Iteration # 144 - FCN = 297388.0696324 Edm = 0.00859832 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297388.0630051 Edm = 0.000798235 NCalls = 474 -VariableMetric: Iteration # 146 - FCN = 297388.0621037 Edm = 0.000165356 NCalls = 476 -VariableMetric: Iteration # 147 - FCN = 297388.0616121 Edm = 0.000308615 NCalls = 478 -VariableMetric: Iteration # 148 - FCN = 297388.0566196 Edm = 0.00510625 NCalls = 482 -VariableMetric: Iteration # 149 - FCN = 297387.8668533 Edm = 0.181275 NCalls = 489 -VariableMetric: Iteration # 150 - FCN = 297387.0500985 Edm = 0.322705 NCalls = 491 -VariableMetric: Iteration # 151 - FCN = 297386.7162517 Edm = 0.0243463 NCalls = 492 -VariableMetric: Iteration # 152 - FCN = 297386.6975448 Edm = 0.00109634 NCalls = 494 -VariableMetric: Iteration # 153 - FCN = 297386.6965463 Edm = 4.70458e-05 NCalls = 496 -VariableMetric: After Hessian - FCN = 297386.6965463 Edm = 2.50947 NCalls = 975 -VariableMetric: Iteration # 154 - FCN = 297386.6965463 Edm = 2.50947 NCalls = 975 -VariableMetric: Iteration # 155 - FCN = 297384.5687895 Edm = 0.37801 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297384.4222482 Edm = 0.0294011 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297384.3926935 Edm = 0.00955719 NCalls = 981 -VariableMetric: Iteration # 158 - FCN = 297384.3816862 Edm = 0.00167318 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297384.3788865 Edm = 0.000253453 NCalls = 985 -VariableMetric: Iteration # 160 - FCN = 297384.3785937 Edm = 1.27412e-05 NCalls = 987 -VariableMetric: After Hessian - FCN = 297384.3785937 Edm = 1.30815e-05 NCalls = 1474 -VariableMetric: Iteration # 161 - FCN = 297384.3785937 Edm = 1.30815e-05 NCalls = 1474 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315033.0857956 Edm = 170.259 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315033.0857956 Edm = 170.259 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298898.6908515 Edm = 62.8213 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298543.8182246 Edm = 18.6749 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 298534.8427952 Edm = 1.87556 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 297997.2030004 Edm = 14.0687 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297881.0420795 Edm = 27.1212 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297804.1727268 Edm = 11.3645 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297791.625029 Edm = 1.20749 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297790.3146581 Edm = 0.0848938 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297790.0760406 Edm = 0.136709 NCalls = 31 -VariableMetric: Iteration # 10 - FCN = 297768.8513392 Edm = 14.3971 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297736.2897736 Edm = 0.341956 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297736.0239792 Edm = 0.0460564 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297735.6085662 Edm = 0.413708 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297694.8222459 Edm = 29.115 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297673.4416978 Edm = 40.905 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297642.9761185 Edm = 0.179746 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297642.8547273 Edm = 0.13509 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297642.7590262 Edm = 0.0540316 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297641.3337889 Edm = 1.32556 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297591.1291261 Edm = 25.3154 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297577.0072862 Edm = 1.31918 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297575.7967301 Edm = 0.155309 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297575.6997197 Edm = 0.0405443 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297575.3167937 Edm = 0.420747 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297573.3523558 Edm = 1.76932 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297460.8595123 Edm = 4.54098 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297455.5767981 Edm = 0.365354 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297455.1279806 Edm = 0.174491 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297454.9295422 Edm = 0.0521587 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297454.7747641 Edm = 0.0100266 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297454.7388955 Edm = 0.0128416 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297454.5369776 Edm = 0.136831 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297441.282171 Edm = 9.30437 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297414.7351614 Edm = 2.7979 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297411.5572807 Edm = 0.512644 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297410.94819 Edm = 0.0795401 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297410.870025 Edm = 0.00997407 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297410.8463132 Edm = 0.00827212 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297410.807965 Edm = 0.0252522 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297409.8157296 Edm = 1.2624 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297409.6200327 Edm = 0.175854 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297405.8005384 Edm = 4.37482 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297405.6648403 Edm = 0.119261 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297400.6170246 Edm = 5.30602 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297399.8900449 Edm = 0.764859 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297399.52348 Edm = 0.282354 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297390.2102982 Edm = 7.39871 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297376.5626678 Edm = 7.03472 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297367.8276192 Edm = 2.7651 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297359.9790293 Edm = 2.10854 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297358.1254464 Edm = 2.73462 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297357.3385017 Edm = 0.140961 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297357.128686 Edm = 0.00814478 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297357.12008 Edm = 0.00217564 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297357.1171559 Edm = 0.00240532 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297357.0976558 Edm = 0.0210794 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297355.9933606 Edm = 0.43075 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297354.2405714 Edm = 0.17724 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297353.9445477 Edm = 0.0180281 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297353.9252535 Edm = 0.000485055 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297353.9242868 Edm = 0.000538525 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297353.9025075 Edm = 0.023108 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297353.8502367 Edm = 0.0498324 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297350.534799 Edm = 0.21126 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297350.3337963 Edm = 0.0043046 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297350.3297092 Edm = 0.000333912 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297350.3278944 Edm = 0.00210082 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297350.231373 Edm = 0.0984812 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297350.2193911 Edm = 0.0116982 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297349.8186856 Edm = 0.132329 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297348.1532983 Edm = 0.569229 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297346.953888 Edm = 0.0362572 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297346.913547 Edm = 0.000962883 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297346.9124904 Edm = 4.48518e-05 NCalls = 244 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317351.1073718 Edm = 28.5221 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317351.1073718 Edm = 28.5221 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300234.9731406 Edm = 1.3958 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300229.3794771 Edm = 2.2762 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299102.4339879 Edm = 1.15589 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299098.6295034 Edm = 1.65887 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299018.0544904 Edm = 93.2681 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298999.8528196 Edm = 18.0877 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297503.1732637 Edm = 8.69532 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297502.229356 Edm = 5.68606 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297490.2141791 Edm = 4.0732 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297482.4436908 Edm = 1.42238 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297481.0931218 Edm = 0.43585 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297479.0082382 Edm = 2.51088 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297410.3819006 Edm = 36.4627 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297340.9956583 Edm = 0.343838 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297340.1512748 Edm = 0.572552 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297338.3085463 Edm = 0.818117 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297337.1927186 Edm = 0.181446 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297336.8874843 Edm = 0.476758 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297336.2003903 Edm = 0.980355 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297328.0447255 Edm = 6.76074 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297297.5340386 Edm = 9.77515 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297292.8382069 Edm = 4.55913 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297290.6318596 Edm = 0.0536515 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297290.5836112 Edm = 0.012348 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297290.5414616 Edm = 0.0379033 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297289.8044225 Edm = 0.878433 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297289.6668672 Edm = 0.121192 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297274.2066687 Edm = 7.98994 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297254.9200243 Edm = 4.07904 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297239.2342647 Edm = 5.65821 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297233.9227862 Edm = 6.61064 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297232.1517773 Edm = 0.245768 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297231.9169288 Edm = 0.0146852 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297231.9000023 Edm = 0.00343459 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297231.8827994 Edm = 0.0106907 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297230.8032862 Edm = 0.778801 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297220.648541 Edm = 2.3968 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297216.8709213 Edm = 0.30141 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297216.5307248 Edm = 0.0350652 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297216.4944271 Edm = 0.00366668 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297216.4879999 Edm = 0.00220724 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297216.4821405 Edm = 0.00368206 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297216.4543876 Edm = 0.0208745 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297213.7071162 Edm = 2.4028 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297206.9318473 Edm = 0.285755 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297206.6583013 Edm = 0.0175121 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297206.6420472 Edm = 0.00132497 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297206.6384909 Edm = 0.00217306 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297206.4021167 Edm = 0.220875 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297201.7362071 Edm = 0.662567 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297200.9451794 Edm = 0.0372901 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297200.8980024 Edm = 0.0111404 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297200.8803618 Edm = 0.00600195 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297200.8738584 Edm = 0.000609017 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297200.8723004 Edm = 0.000817942 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297200.7440514 Edm = 0.104914 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297199.5314406 Edm = 0.667265 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297197.1155721 Edm = 0.168464 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297196.8911143 Edm = 0.013008 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297196.8801885 Edm = 0.000725484 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297196.879228 Edm = 0.000354703 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297196.8756728 Edm = 0.00424883 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297196.7983252 Edm = 0.0779332 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297196.7283107 Edm = 0.0694033 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297194.0028291 Edm = 0.33156 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297193.797545 Edm = 0.0917827 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297193.7218132 Edm = 0.00832269 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297193.7132031 Edm = 0.000742298 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297193.7122308 Edm = 0.000123459 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297193.7116864 Edm = 0.000387594 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297193.6692008 Edm = 0.0442522 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297193.4415302 Edm = 0.177533 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297192.5502437 Edm = 0.0501481 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297192.5179245 Edm = 0.000781318 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297192.5170686 Edm = 6.51522e-05 NCalls = 241 -VariableMetric: After Hessian - FCN = 297192.5170686 Edm = 281.417 NCalls = 720 -VariableMetric: Iteration # 76 - FCN = 297192.5170686 Edm = 281.417 NCalls = 720 -VariableMetric: Iteration # 77 - FCN = 297190.3307988 Edm = 12005.6 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297190.0262433 Edm = 2055.06 NCalls = 733 -VariableMetric: Iteration # 79 - FCN = 297189.9651486 Edm = 1749.96 NCalls = 738 -VariableMetric: Iteration # 80 - FCN = 297189.8069063 Edm = 3998.51 NCalls = 742 -VariableMetric: Iteration # 81 - FCN = 297189.6703116 Edm = 408.368 NCalls = 746 -VariableMetric: Iteration # 82 - FCN = 297189.4624468 Edm = 156.063 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297189.3120688 Edm = 1234.32 NCalls = 753 -VariableMetric: Iteration # 84 - FCN = 297188.8615306 Edm = 406.75 NCalls = 756 -VariableMetric: Iteration # 85 - FCN = 297187.4154144 Edm = 522.858 NCalls = 759 -VariableMetric: Iteration # 86 - FCN = 297186.6453073 Edm = 490.568 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297185.7317634 Edm = 430.424 NCalls = 765 -VariableMetric: Iteration # 88 - FCN = 297185.2026286 Edm = 161.843 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297184.1581651 Edm = 231.403 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297182.0739881 Edm = 47.1289 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297181.6411587 Edm = 223.92 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297180.7670407 Edm = 43.5277 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297180.4016581 Edm = 32.4569 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297180.1316284 Edm = 6.56491 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297179.8390081 Edm = 2.40687 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297179.5768347 Edm = 2.05241 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 297179.3693017 Edm = 1.65438 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297178.6051671 Edm = 1.05454 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297178.4255248 Edm = 2.91525 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297178.0851612 Edm = 0.949473 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297178.0312098 Edm = 0.689859 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297177.8464263 Edm = 0.0860092 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297177.8284826 Edm = 0.0944391 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297177.7472461 Edm = 0.0560548 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297177.7236346 Edm = 0.0803584 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297177.646786 Edm = 0.0794676 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297177.5749198 Edm = 0.0586715 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297177.4735877 Edm = 0.0329451 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297177.4223482 Edm = 0.0129061 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297177.4075547 Edm = 0.010196 NCalls = 818 -VariableMetric: Iteration # 111 - FCN = 297177.397129 Edm = 0.00366906 NCalls = 820 -VariableMetric: Iteration # 112 - FCN = 297177.3911153 Edm = 0.000932922 NCalls = 822 -VariableMetric: Iteration # 113 - FCN = 297177.3899832 Edm = 7.60001e-05 NCalls = 824 -VariableMetric: After Hessian - FCN = 297177.3899832 Edm = 0.000285366 NCalls = 1309 -VariableMetric: Iteration # 114 - FCN = 297177.3899832 Edm = 0.000285366 NCalls = 1309 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317514.5425478 Edm = 48.9001 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317514.5425478 Edm = 48.9001 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301303.4407075 Edm = 15.7291 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298249.0882755 Edm = 142.42 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298235.7010812 Edm = 8.40319 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298232.3827062 Edm = 1.06652 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298167.6818012 Edm = 7.77496 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298156.6961777 Edm = 0.387151 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298156.1164977 Edm = 0.233675 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298125.1048346 Edm = 20.1723 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298071.4005318 Edm = 0.0661251 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298071.3019489 Edm = 0.0241586 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298070.9686939 Edm = 0.371498 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298053.9723316 Edm = 23.5011 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298053.860297 Edm = 0.0219474 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298053.3798572 Edm = 0.494359 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 298018.226188 Edm = 0.174059 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297830.0951868 Edm = 98.4209 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297766.8259464 Edm = 90.0582 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297692.7470273 Edm = 32.0829 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297686.031955 Edm = 2.6544 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297684.5083875 Edm = 0.0985581 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297684.2761069 Edm = 0.0528881 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297684.1796841 Edm = 0.0153072 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297683.7131527 Edm = 0.480016 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297682.1242816 Edm = 1.41255 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297619.8662723 Edm = 7.99795 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297611.1716213 Edm = 0.625718 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297609.7718082 Edm = 0.090883 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297609.6662736 Edm = 0.0273766 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297609.6238238 Edm = 0.0264602 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297609.196964 Edm = 0.339777 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297595.4349519 Edm = 11.8821 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297591.6137924 Edm = 6.09957 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297574.1108234 Edm = 5.03421 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297566.1769268 Edm = 3.8243 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297562.9356817 Edm = 0.815065 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297561.4543615 Edm = 0.217082 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297561.1258093 Edm = 0.094006 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297561.040578 Edm = 0.00950282 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297561.0213129 Edm = 0.00693039 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297560.739106 Edm = 0.237835 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297547.2784715 Edm = 8.76257 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297528.8326161 Edm = 6.72661 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297519.8255494 Edm = 3.35543 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297515.9375332 Edm = 0.705448 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297514.7652814 Edm = 0.428251 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297514.2962139 Edm = 0.923204 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297513.2788013 Edm = 0.260289 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297512.874527 Edm = 0.365066 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297512.7039116 Edm = 0.0852388 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297512.6119638 Edm = 0.00786389 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297512.6019767 Edm = 0.00175856 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297512.5958177 Edm = 0.00182064 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297512.5882894 Edm = 0.00428858 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297512.211119 Edm = 0.351774 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297504.1992392 Edm = 1.66136 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297501.916397 Edm = 3.28572 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297501.463257 Edm = 0.240788 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297501.078931 Edm = 0.111746 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297500.8276334 Edm = 0.0373109 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297500.7628811 Edm = 0.0131957 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297500.7247704 Edm = 0.00993886 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297500.7017613 Edm = 0.00567121 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297500.6970309 Edm = 0.000928963 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297500.6950821 Edm = 0.000590411 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297500.6920886 Edm = 0.0024015 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297500.6017705 Edm = 0.0913995 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297500.5632251 Edm = 0.0376371 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297496.849012 Edm = 1.46355 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297496.2626947 Edm = 0.275119 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297496.0666755 Edm = 0.0750236 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297496.0074957 Edm = 0.00983645 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297495.9947515 Edm = 0.000431182 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297495.9938646 Edm = 0.000338754 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297495.9886887 Edm = 0.00601002 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297495.9519389 Edm = 0.0367429 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297495.9137774 Edm = 0.0357989 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297492.7937955 Edm = 0.456172 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297492.0740871 Edm = 0.222632 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297491.902317 Edm = 0.018498 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297491.8841703 Edm = 0.00392934 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297491.8786229 Edm = 0.000355395 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297491.8781092 Edm = 0.000141492 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297491.8771158 Edm = 0.00102542 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297491.7797203 Edm = 0.110643 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297491.7679875 Edm = 0.0117067 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297491.7161242 Edm = 0.0511877 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297491.7147948 Edm = 0.00125694 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297491.5432622 Edm = 0.0671706 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297490.0572629 Edm = 0.581281 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297488.6811798 Edm = 1.64078 NCalls = 311 -VariableMetric: Iteration # 91 - FCN = 297487.5865109 Edm = 1.24759 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297486.8523622 Edm = 0.61219 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297486.3115584 Edm = 0.190853 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297485.9305379 Edm = 0.231848 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297485.618093 Edm = 0.189289 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297485.3520513 Edm = 0.111334 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297485.2774898 Edm = 0.051856 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297485.249119 Edm = 0.0141543 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297485.2386193 Edm = 0.00128878 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297485.2363281 Edm = 0.000870148 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297485.2324788 Edm = 0.00447604 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297485.0212247 Edm = 0.215609 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297484.9985053 Edm = 0.0222762 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297484.7436279 Edm = 0.307538 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297484.7409078 Edm = 0.00130435 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297484.7046104 Edm = 0.0564886 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297484.6885555 Edm = 0.0155489 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297484.6536006 Edm = 0.0260617 NCalls = 366 -VariableMetric: Iteration # 109 - FCN = 297483.0962164 Edm = 1.8757 NCalls = 372 -VariableMetric: Iteration # 110 - FCN = 297479.9591851 Edm = 5.37037 NCalls = 382 -VariableMetric: Iteration # 111 - FCN = 297479.9215338 Edm = 0.080559 NCalls = 384 -VariableMetric: Iteration # 112 - FCN = 297479.6162072 Edm = 0.307966 NCalls = 388 -VariableMetric: Iteration # 113 - FCN = 297478.1715866 Edm = 0.951652 NCalls = 393 -VariableMetric: Iteration # 114 - FCN = 297477.3649121 Edm = 0.560283 NCalls = 395 -VariableMetric: Iteration # 115 - FCN = 297475.9443009 Edm = 1.07622 NCalls = 397 -VariableMetric: Iteration # 116 - FCN = 297474.3533751 Edm = 2.59712 NCalls = 400 -VariableMetric: Iteration # 117 - FCN = 297473.5099306 Edm = 0.14763 NCalls = 402 -VariableMetric: Iteration # 118 - FCN = 297473.3424822 Edm = 0.0150034 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297473.31722 Edm = 0.00741203 NCalls = 405 -VariableMetric: Iteration # 120 - FCN = 297473.303356 Edm = 0.00117853 NCalls = 407 -VariableMetric: Iteration # 121 - FCN = 297473.3020676 Edm = 0.000109103 NCalls = 409 -VariableMetric: Iteration # 122 - FCN = 297473.3019071 Edm = 6.36903e-05 NCalls = 411 -VariableMetric: After Hessian - FCN = 297473.3019071 Edm = 689.892 NCalls = 884 -VariableMetric: Iteration # 123 - FCN = 297473.3019071 Edm = 689.892 NCalls = 884 -VariableMetric: Iteration # 124 - FCN = 297472.1124703 Edm = 17.0263 NCalls = 894 -VariableMetric: Iteration # 125 - FCN = 297470.7709256 Edm = 2.36596 NCalls = 896 -VariableMetric: Iteration # 126 - FCN = 297469.7276159 Edm = 0.1213 NCalls = 898 -VariableMetric: Iteration # 127 - FCN = 297469.431294 Edm = 0.0427224 NCalls = 900 -VariableMetric: Iteration # 128 - FCN = 297469.32567 Edm = 0.0240897 NCalls = 903 -VariableMetric: Iteration # 129 - FCN = 297469.2410085 Edm = 0.0123977 NCalls = 905 -VariableMetric: Iteration # 130 - FCN = 297469.2176564 Edm = 0.00834705 NCalls = 907 -VariableMetric: Iteration # 131 - FCN = 297469.1991012 Edm = 0.00734833 NCalls = 910 -VariableMetric: Iteration # 132 - FCN = 297469.1829627 Edm = 0.00816015 NCalls = 912 -VariableMetric: Iteration # 133 - FCN = 297469.1227594 Edm = 0.0223766 NCalls = 915 -VariableMetric: Iteration # 134 - FCN = 297469.0762077 Edm = 0.0194193 NCalls = 917 -VariableMetric: Iteration # 135 - FCN = 297469.0169355 Edm = 0.0257613 NCalls = 919 -VariableMetric: Iteration # 136 - FCN = 297468.9653869 Edm = 0.029702 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297468.911942 Edm = 0.0201551 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297468.8560812 Edm = 0.0141138 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297468.8305841 Edm = 0.00615426 NCalls = 927 -VariableMetric: Iteration # 140 - FCN = 297468.8182405 Edm = 0.00302683 NCalls = 929 -VariableMetric: Iteration # 141 - FCN = 297468.8116313 Edm = 0.00150097 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297468.8084301 Edm = 0.000521224 NCalls = 933 -VariableMetric: Iteration # 143 - FCN = 297468.8066859 Edm = 0.000344549 NCalls = 935 -VariableMetric: Iteration # 144 - FCN = 297468.8059634 Edm = 0.000157046 NCalls = 937 -VariableMetric: Iteration # 145 - FCN = 297468.8051181 Edm = 0.000252436 NCalls = 940 -VariableMetric: Iteration # 146 - FCN = 297468.8043102 Edm = 0.000277563 NCalls = 942 -VariableMetric: Iteration # 147 - FCN = 297468.8033009 Edm = 6.1718e-05 NCalls = 945 -VariableMetric: Iteration # 148 - FCN = 297468.8032243 Edm = 2.70017e-05 NCalls = 947 -VariableMetric: After Hessian - FCN = 297468.8032243 Edm = 6.51044e-05 NCalls = 1432 -VariableMetric: Iteration # 149 - FCN = 297468.8032243 Edm = 6.51044e-05 NCalls = 1432 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305953.5187525 Edm = 26.9473 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305953.5187525 Edm = 26.9473 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300059.0210773 Edm = 1.3128 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300055.4808942 Edm = 3.90527 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300048.9827843 Edm = 6.10889 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299955.8634187 Edm = 76.6753 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297884.8511195 Edm = 14.6435 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297861.9729465 Edm = 16.455 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297842.800117 Edm = 0.472798 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297841.5760794 Edm = 0.536912 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297771.1580731 Edm = 53.0491 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297580.1486271 Edm = 14.4042 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297569.93752 Edm = 0.289232 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297569.385152 Edm = 0.344566 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297562.5402519 Edm = 6.34498 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297372.1394569 Edm = 34.6712 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297333.6530483 Edm = 2.16047 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297331.6367093 Edm = 0.153557 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297331.4484213 Edm = 0.0774483 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297331.1870646 Edm = 0.160875 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297315.8127115 Edm = 12.9471 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297207.8009452 Edm = 4.45479 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297202.462343 Edm = 0.423318 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297201.9970488 Edm = 0.0421484 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297201.9298671 Edm = 0.0199323 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297201.8780384 Edm = 0.0241363 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297199.5661302 Edm = 2.19316 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297157.9153838 Edm = 17.26 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297140.2512781 Edm = 2.37762 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297138.2983774 Edm = 0.598961 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297137.8440607 Edm = 0.0783599 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297137.7566148 Edm = 0.0144578 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297137.668081 Edm = 0.0795391 NCalls = 98 -VariableMetric: Iteration # 32 - FCN = 297125.9408233 Edm = 10.4711 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297081.5841176 Edm = 10.2551 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297070.8047989 Edm = 3.90801 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297066.7405834 Edm = 0.675365 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297065.7722076 Edm = 0.0627458 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297065.7030269 Edm = 0.00882001 NCalls = 116 -VariableMetric: Iteration # 38 - FCN = 297065.6512898 Edm = 0.048741 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297064.3952097 Edm = 1.4125 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297060.0700564 Edm = 3.4669 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297045.4289128 Edm = 7.87928 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297038.8265815 Edm = 4.04113 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297035.7946767 Edm = 0.688151 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297035.0821422 Edm = 0.0302137 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297035.0501418 Edm = 0.00846455 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297035.0195106 Edm = 0.0163802 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297034.9796452 Edm = 0.00521424 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297034.9729538 Edm = 0.00316297 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297034.9464028 Edm = 0.0200735 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297034.1431868 Edm = 0.721069 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297022.5611389 Edm = 8.87122 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297016.2690714 Edm = 7.34132 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297014.1030638 Edm = 2.06347 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297012.2523188 Edm = 0.0983938 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297012.1800234 Edm = 0.00759766 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297012.17429 Edm = 0.000972421 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297012.1729863 Edm = 0.000773259 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297012.1694002 Edm = 0.00320744 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297012.1394659 Edm = 0.035705 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297012.1183964 Edm = 0.0204556 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297010.0989123 Edm = 0.0525815 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297010.0367812 Edm = 0.0051098 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297010.0310706 Edm = 0.000564053 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297010.0302026 Edm = 0.000366813 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297010.0239081 Edm = 0.00577191 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297009.8560286 Edm = 0.169911 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297008.4005899 Edm = 0.717213 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297007.1528231 Edm = 0.0862457 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297007.0441572 Edm = 0.00632036 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297007.037188 Edm = 8.02029e-05 NCalls = 223 -VariableMetric: After Hessian - FCN = 297007.037188 Edm = 6.83665 NCalls = 702 -VariableMetric: Iteration # 71 - FCN = 297007.037188 Edm = 6.83665 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297006.7379683 Edm = 8.24311 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297003.7831067 Edm = 0.769674 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297003.3487031 Edm = 0.557961 NCalls = 711 -VariableMetric: Iteration # 75 - FCN = 297002.9348478 Edm = 0.497327 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297002.704699 Edm = 0.513616 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297000.9865618 Edm = 3.53898 NCalls = 721 -VariableMetric: Iteration # 78 - FCN = 297000.8204942 Edm = 0.336552 NCalls = 723 -VariableMetric: Iteration # 79 - FCN = 297000.4985414 Edm = 1.35161 NCalls = 726 -VariableMetric: Iteration # 80 - FCN = 296993.7732043 Edm = 27.6938 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 296993.5192961 Edm = 1.43704 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 296991.2588477 Edm = 10.8636 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 296986.7817913 Edm = 6.84912 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 296986.3700831 Edm = 1.22054 NCalls = 751 -VariableMetric: Iteration # 85 - FCN = 296984.4993029 Edm = 3.01601 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 296980.3932454 Edm = 1.98031 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 296977.5666393 Edm = 2.09012 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 296976.2959115 Edm = 1.54843 NCalls = 769 -VariableMetric: Iteration # 89 - FCN = 296975.3234694 Edm = 1.06307 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 296973.1996438 Edm = 0.574631 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 296972.7952522 Edm = 0.70434 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 296972.4233819 Edm = 0.122602 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 296972.2043599 Edm = 0.0323368 NCalls = 781 -VariableMetric: Iteration # 94 - FCN = 296972.1651687 Edm = 0.0157878 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 296972.1329218 Edm = 0.0141998 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 296972.0985311 Edm = 0.0105871 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 296972.0671481 Edm = 0.00450208 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 296972.0596078 Edm = 0.00205654 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 296972.0558249 Edm = 0.00154207 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 296972.0521942 Edm = 0.00118514 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 296972.0493885 Edm = 0.00049295 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 296972.0484362 Edm = 0.000318742 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 296972.0480768 Edm = 0.000113542 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 296972.0478876 Edm = 4.65188e-05 NCalls = 803 -VariableMetric: After Hessian - FCN = 296972.0478876 Edm = 0.00015959 NCalls = 1284 -VariableMetric: Iteration # 105 - FCN = 296972.0478876 Edm = 0.00015959 NCalls = 1284 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313276.4645439 Edm = 114.813 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313276.4645439 Edm = 114.813 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302784.9902943 Edm = 11.0881 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 302520.533496 Edm = 34.2535 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299830.9288028 Edm = 65.9494 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 299805.1282673 Edm = 185.621 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299512.212378 Edm = 3.27451 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299495.0684809 Edm = 19.661 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 299411.7589983 Edm = 80.0908 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 299277.0970352 Edm = 108.124 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298237.5265492 Edm = 182.971 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297974.174695 Edm = 14.6319 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297921.668546 Edm = 10.6758 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297880.4390562 Edm = 33.3013 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297795.0472317 Edm = 32.8976 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297699.9133993 Edm = 30.5049 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297637.6452756 Edm = 96.3288 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297565.3973627 Edm = 25.3548 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297525.351933 Edm = 9.00086 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297508.0934782 Edm = 7.78385 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297504.9282331 Edm = 0.778602 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297503.8472813 Edm = 0.0460675 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297503.7455138 Edm = 0.0303494 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297503.4620549 Edm = 0.242882 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297500.6948589 Edm = 1.78394 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297461.0687421 Edm = 38.2613 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297417.9262908 Edm = 27.2437 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297417.3993262 Edm = 1.4666 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297414.665331 Edm = 9.5584 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297405.5079183 Edm = 5.66018 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297400.5672108 Edm = 0.295692 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297400.1631791 Edm = 0.07707 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297399.8450101 Edm = 0.0745488 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297399.5460008 Edm = 0.160813 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297396.3858795 Edm = 2.64677 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297371.5808447 Edm = 3.53838 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297367.1243227 Edm = 0.544773 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297366.7615456 Edm = 0.01519 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297366.7396556 Edm = 0.00572382 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297366.7002935 Edm = 0.0339913 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297365.0713031 Edm = 1.27132 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297354.2256798 Edm = 2.83973 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297351.1069416 Edm = 1.06153 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297349.9176362 Edm = 0.537062 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297349.2105846 Edm = 0.347616 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297348.6535286 Edm = 0.375123 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297348.3796438 Edm = 0.0946347 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297348.2522887 Edm = 0.0872678 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297348.1599314 Edm = 0.0468025 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297348.0785365 Edm = 0.00911243 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297348.0624651 Edm = 0.00642638 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297348.041861 Edm = 0.0190304 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297347.6922156 Edm = 0.296071 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297337.4701272 Edm = 1.8447 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297335.5086811 Edm = 0.843625 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297334.7140432 Edm = 0.139011 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297334.5515511 Edm = 0.00308722 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297334.5456137 Edm = 0.00114545 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297334.5436465 Edm = 0.000403381 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297334.537531 Edm = 0.00484053 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297333.7188005 Edm = 0.71691 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297326.0929789 Edm = 0.711277 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297325.4429325 Edm = 0.262308 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297325.3316376 Edm = 0.0125989 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297325.3131228 Edm = 0.00175353 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297325.3106819 Edm = 0.000645859 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297325.3070675 Edm = 0.00190395 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297325.303007 Edm = 0.00177808 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297325.301141 Edm = 0.000822402 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297325.2971102 Edm = 0.00263627 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297325.2848999 Edm = 0.0100618 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297325.1293686 Edm = 0.153057 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297325.0449895 Edm = 0.154078 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297325.0072495 Edm = 0.100049 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297325.0024047 Edm = 0.00725422 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297324.9535858 Edm = 0.0364387 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297324.9486975 Edm = 0.0110955 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297324.9244724 Edm = 0.0301104 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297324.6447344 Edm = 0.276253 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297324.6398923 Edm = 0.00874162 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297324.3721183 Edm = 0.110009 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297324.1628167 Edm = 0.0141504 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297324.1476763 Edm = 0.0032886 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297324.1445683 Edm = 0.00212301 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297324.1053533 Edm = 0.0410694 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297323.7608483 Edm = 0.340929 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297323.7551882 Edm = 0.00575745 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297323.6545187 Edm = 0.111876 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297323.2783491 Edm = 0.358657 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297322.2714788 Edm = 1.30845 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297321.307743 Edm = 0.244633 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297321.1867515 Edm = 0.0527352 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297321.1250102 Edm = 0.0144514 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297321.0978881 Edm = 0.0110325 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297321.0407574 Edm = 0.00256791 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297321.037988 Edm = 0.000568538 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297321.0360312 Edm = 0.00153185 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297321.0040312 Edm = 0.0328921 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297320.8818934 Edm = 0.110304 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297317.8204062 Edm = 2.89786 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 297317.5647316 Edm = 0.576701 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297315.6425734 Edm = 0.147084 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297315.4193155 Edm = 0.046707 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297315.3385171 Edm = 0.0221567 NCalls = 342 -VariableMetric: Iteration # 103 - FCN = 297315.298962 Edm = 0.00271068 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297315.2950671 Edm = 0.000448089 NCalls = 346 -VariableMetric: Iteration # 105 - FCN = 297315.2902365 Edm = 0.0042354 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297315.1265946 Edm = 0.190791 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297314.9316877 Edm = 0.187816 NCalls = 360 -VariableMetric: Iteration # 108 - FCN = 297309.1839764 Edm = 1.15463 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297308.196021 Edm = 0.379447 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297307.7504171 Edm = 0.15992 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297307.6249639 Edm = 0.0352886 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297307.5952678 Edm = 0.00295368 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297307.5910486 Edm = 0.000278592 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297307.5904951 Edm = 0.000213849 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297307.5887435 Edm = 0.000866612 NCalls = 379 -VariableMetric: Iteration # 116 - FCN = 297307.574604 Edm = 0.0133456 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297306.8451623 Edm = 0.457264 NCalls = 391 -VariableMetric: Iteration # 118 - FCN = 297304.9368604 Edm = 0.241071 NCalls = 394 -VariableMetric: Iteration # 119 - FCN = 297304.752941 Edm = 0.0209475 NCalls = 396 -VariableMetric: Iteration # 120 - FCN = 297304.7341804 Edm = 0.000643068 NCalls = 397 -VariableMetric: Iteration # 121 - FCN = 297304.7335695 Edm = 5.9479e-05 NCalls = 399 -VariableMetric: After Hessian - FCN = 297304.7335695 Edm = 42.4414 NCalls = 874 -VariableMetric: Iteration # 122 - FCN = 297304.7335695 Edm = 42.4414 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297304.4621381 Edm = 19.285 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297300.3782206 Edm = 1.67343 NCalls = 882 -VariableMetric: Iteration # 125 - FCN = 297299.559567 Edm = 0.491938 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297299.2241965 Edm = 1.39355 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297295.2162433 Edm = 0.991878 NCalls = 893 -VariableMetric: Iteration # 128 - FCN = 297294.8312555 Edm = 0.91759 NCalls = 895 -VariableMetric: Iteration # 129 - FCN = 297293.8476232 Edm = 3.13898 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297292.7851633 Edm = 0.795169 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297291.5779331 Edm = 0.591026 NCalls = 901 -VariableMetric: Iteration # 132 - FCN = 297290.4818755 Edm = 0.135034 NCalls = 903 -VariableMetric: Iteration # 133 - FCN = 297290.2290859 Edm = 0.134474 NCalls = 905 -VariableMetric: Iteration # 134 - FCN = 297290.0961381 Edm = 0.0332022 NCalls = 907 -VariableMetric: Iteration # 135 - FCN = 297290.0209508 Edm = 0.0131199 NCalls = 909 -VariableMetric: Iteration # 136 - FCN = 297289.9735522 Edm = 0.0202811 NCalls = 911 -VariableMetric: Iteration # 137 - FCN = 297289.9287144 Edm = 0.00838083 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297289.9027872 Edm = 0.0170248 NCalls = 915 -VariableMetric: Iteration # 139 - FCN = 297289.7901833 Edm = 0.0180827 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297289.7418004 Edm = 0.0243287 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 297289.6678114 Edm = 0.0107391 NCalls = 922 -VariableMetric: Iteration # 142 - FCN = 297289.609456 Edm = 0.029631 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 297289.5105347 Edm = 0.0241103 NCalls = 927 -VariableMetric: Iteration # 144 - FCN = 297289.3959678 Edm = 0.0220095 NCalls = 929 -VariableMetric: Iteration # 145 - FCN = 297289.3453974 Edm = 0.0140045 NCalls = 931 -VariableMetric: Iteration # 146 - FCN = 297289.2897409 Edm = 0.0172876 NCalls = 933 -VariableMetric: Iteration # 147 - FCN = 297289.228304 Edm = 0.0153256 NCalls = 935 -VariableMetric: Iteration # 148 - FCN = 297289.170782 Edm = 0.00943356 NCalls = 937 -VariableMetric: Iteration # 149 - FCN = 297289.1304305 Edm = 0.015858 NCalls = 939 -VariableMetric: Iteration # 150 - FCN = 297289.0926506 Edm = 0.00351597 NCalls = 941 -VariableMetric: Iteration # 151 - FCN = 297289.086016 Edm = 0.00223892 NCalls = 943 -VariableMetric: Iteration # 152 - FCN = 297289.0772558 Edm = 0.00120806 NCalls = 945 -VariableMetric: Iteration # 153 - FCN = 297289.0744111 Edm = 0.000891814 NCalls = 947 -VariableMetric: Iteration # 154 - FCN = 297289.0707928 Edm = 0.000308641 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297289.0702351 Edm = 0.000110843 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297289.0699893 Edm = 1.05619e-05 NCalls = 953 -VariableMetric: After Hessian - FCN = 297289.0699893 Edm = 6.57609e-05 NCalls = 1436 -VariableMetric: Iteration # 157 - FCN = 297289.0699893 Edm = 6.57609e-05 NCalls = 1436 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314711.2801439 Edm = 46.9979 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314711.2801439 Edm = 46.9979 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299454.7028842 Edm = 2.8642 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299404.0436735 Edm = 4.46613 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299325.8600553 Edm = 143.532 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299252.5473909 Edm = 70.2026 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299097.0878875 Edm = 106.369 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298406.1778825 Edm = 52.7296 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298185.0015523 Edm = 124.191 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298178.0150887 Edm = 55.7498 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298146.7535472 Edm = 21.9636 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298053.210229 Edm = 1.7869 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298051.52633 Edm = 0.517545 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298026.4668345 Edm = 21.6907 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297592.3145418 Edm = 60.9028 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297524.6036925 Edm = 7.81742 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297511.5880573 Edm = 8.24656 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297496.1704464 Edm = 0.966558 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297495.6842584 Edm = 0.109161 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297495.5205859 Edm = 0.0668937 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297485.2742665 Edm = 10.8238 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297417.4568285 Edm = 20.7697 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297413.8124466 Edm = 2.11371 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297413.4200394 Edm = 0.0401066 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297413.2035632 Edm = 0.140989 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297407.6966538 Edm = 5.93436 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297405.3939421 Edm = 2.12787 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297339.843744 Edm = 3.6809 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297335.7591997 Edm = 1.30039 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297333.0379128 Edm = 0.235912 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297332.7328411 Edm = 0.0231383 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297332.683914 Edm = 0.0132879 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297332.6247524 Edm = 0.0394945 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297330.8704829 Edm = 1.18734 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297315.5086097 Edm = 8.70558 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297310.8325511 Edm = 9.43173 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297300.5834648 Edm = 12.6723 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297295.0978609 Edm = 19.5062 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297285.3082466 Edm = 3.78411 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297278.2529181 Edm = 1.97949 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297276.7723261 Edm = 0.929596 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297275.0146507 Edm = 1.09364 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297273.3750276 Edm = 2.0782 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297270.8708332 Edm = 0.494745 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297270.0980802 Edm = 0.89125 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297269.4717028 Edm = 0.0362747 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297269.4359373 Edm = 0.00869447 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297269.4291897 Edm = 0.00276322 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297269.389687 Edm = 0.0359218 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297267.4687441 Edm = 1.6188 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297262.4516517 Edm = 1.96429 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297259.7339021 Edm = 0.758777 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297258.7408861 Edm = 1.43376 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297257.6518905 Edm = 0.715768 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297256.9381953 Edm = 0.219915 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297256.564274 Edm = 0.0795003 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297256.4858705 Edm = 0.057621 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297256.4296679 Edm = 0.00473285 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297256.4219042 Edm = 0.00349369 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297256.3973365 Edm = 0.0230183 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297255.6325032 Edm = 0.585955 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297249.2655614 Edm = 2.61893 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297244.3216492 Edm = 0.599044 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297243.6213269 Edm = 0.147253 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297243.442237 Edm = 0.0596356 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297243.3976881 Edm = 0.0375576 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297243.3372714 Edm = 0.0114662 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297243.3172252 Edm = 0.00270422 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297243.310069 Edm = 0.0049985 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297243.3016358 Edm = 0.00486273 NCalls = 212 -VariableMetric: Iteration # 69 - FCN = 297243.28148 Edm = 0.014591 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297242.7632106 Edm = 0.838484 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297242.6155712 Edm = 0.426123 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297241.7125806 Edm = 0.934989 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297240.40932 Edm = 0.738386 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297237.2738865 Edm = 1.51395 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297236.0862516 Edm = 0.20152 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297235.544728 Edm = 0.207736 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297234.8479641 Edm = 0.046392 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297234.7907429 Edm = 0.0135919 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297234.7797992 Edm = 0.0105896 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297234.7633708 Edm = 0.0090515 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297234.7451206 Edm = 0.00939048 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297234.7283864 Edm = 0.0268041 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297234.7014496 Edm = 0.0768265 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297234.6615542 Edm = 0.0606617 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297234.650603 Edm = 0.0435595 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297234.5207152 Edm = 0.0568567 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297234.4549525 Edm = 0.0857829 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297234.347592 Edm = 0.0628146 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297234.2866328 Edm = 0.109675 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297234.1298102 Edm = 0.0420401 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297234.0681724 Edm = 0.0231727 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297234.0488124 Edm = 0.00498054 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297234.0422442 Edm = 0.000845837 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297234.0399916 Edm = 0.00133456 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297234.0123932 Edm = 0.029318 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297233.9298786 Edm = 0.0760118 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297228.7204979 Edm = 17.3643 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297228.5971856 Edm = 0.312922 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297223.4868663 Edm = 2.99898 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297218.134064 Edm = 3.02422 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297217.0220359 Edm = 0.246511 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297216.737133 Edm = 0.0462379 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297216.6267192 Edm = 0.0527431 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297216.0253927 Edm = 0.083333 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297215.8867965 Edm = 0.116518 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297215.8283212 Edm = 0.028584 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297215.7801221 Edm = 0.0050707 NCalls = 342 -VariableMetric: Iteration # 108 - FCN = 297215.771685 Edm = 0.000730309 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297215.7707698 Edm = 0.000335788 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297215.7697357 Edm = 0.000844998 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297215.7395967 Edm = 0.0267829 NCalls = 354 -VariableMetric: Iteration # 112 - FCN = 297214.9190185 Edm = 0.923855 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297214.8214772 Edm = 0.161241 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297214.2004925 Edm = 0.784494 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297212.2284973 Edm = 0.31496 NCalls = 373 -VariableMetric: Iteration # 116 - FCN = 297211.8782587 Edm = 0.103827 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297211.8244332 Edm = 0.0129302 NCalls = 377 -VariableMetric: Iteration # 118 - FCN = 297211.8045733 Edm = 0.00276231 NCalls = 379 -VariableMetric: Iteration # 119 - FCN = 297211.7882154 Edm = 0.0074122 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297211.7758701 Edm = 0.00234967 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297211.773179 Edm = 0.000678882 NCalls = 387 -VariableMetric: Iteration # 122 - FCN = 297211.7721732 Edm = 0.000112941 NCalls = 389 -VariableMetric: Iteration # 123 - FCN = 297211.7718487 Edm = 0.00021032 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297211.7693986 Edm = 0.00140498 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297211.7518322 Edm = 0.0157008 NCalls = 397 -VariableMetric: Iteration # 126 - FCN = 297210.2725296 Edm = 1.44728 NCalls = 403 -VariableMetric: Iteration # 127 - FCN = 297210.0028729 Edm = 0.336987 NCalls = 408 -VariableMetric: Iteration # 128 - FCN = 297209.4868903 Edm = 0.502906 NCalls = 412 -VariableMetric: Iteration # 129 - FCN = 297208.985538 Edm = 0.387954 NCalls = 417 -VariableMetric: Iteration # 130 - FCN = 297208.3277029 Edm = 0.628217 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297208.0774843 Edm = 0.066488 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297208.025326 Edm = 0.00219244 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297208.0231482 Edm = 0.000253057 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297208.022385 Edm = 0.000507197 NCalls = 427 -VariableMetric: Iteration # 135 - FCN = 297208.0185575 Edm = 0.00330265 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297208.0094153 Edm = 0.0055314 NCalls = 436 -VariableMetric: Iteration # 137 - FCN = 297208.0051587 Edm = 0.00154833 NCalls = 438 -VariableMetric: Iteration # 138 - FCN = 297208.003191 Edm = 0.000221808 NCalls = 441 -VariableMetric: Iteration # 139 - FCN = 297208.0028602 Edm = 6.53872e-05 NCalls = 443 -VariableMetric: Iteration # 140 - FCN = 297208.0026173 Edm = 0.000241007 NCalls = 445 -VariableMetric: Iteration # 141 - FCN = 297208.0009658 Edm = 0.00139587 NCalls = 450 -VariableMetric: Iteration # 142 - FCN = 297207.9291781 Edm = 0.11711 NCalls = 454 -VariableMetric: Iteration # 143 - FCN = 297207.9252408 Edm = 0.00458141 NCalls = 457 -VariableMetric: Iteration # 144 - FCN = 297207.9077936 Edm = 0.0258282 NCalls = 460 -VariableMetric: Iteration # 145 - FCN = 297207.8448221 Edm = 0.0514377 NCalls = 464 -VariableMetric: Iteration # 146 - FCN = 297206.9209574 Edm = 1.13637 NCalls = 467 -VariableMetric: Iteration # 147 - FCN = 297206.8588976 Edm = 0.0391537 NCalls = 469 -VariableMetric: Iteration # 148 - FCN = 297206.7559405 Edm = 0.022059 NCalls = 471 -VariableMetric: Iteration # 149 - FCN = 297206.7373595 Edm = 0.000297617 NCalls = 473 -VariableMetric: Iteration # 150 - FCN = 297206.7370936 Edm = 1.13244e-05 NCalls = 475 -VariableMetric: After Hessian - FCN = 297206.7370936 Edm = 463.457 NCalls = 956 -VariableMetric: Iteration # 151 - FCN = 297206.7370936 Edm = 463.457 NCalls = 956 -VariableMetric: Iteration # 152 - FCN = 297206.613603 Edm = 1410.51 NCalls = 961 -VariableMetric: Iteration # 153 - FCN = 297206.6112863 Edm = 1119.82 NCalls = 965 -VariableMetric: Iteration # 154 - FCN = 297206.5170716 Edm = 269.091 NCalls = 968 -VariableMetric: Iteration # 155 - FCN = 297206.4951264 Edm = 117.689 NCalls = 972 -VariableMetric: Iteration # 156 - FCN = 297206.4041563 Edm = 282.547 NCalls = 975 -VariableMetric: Iteration # 157 - FCN = 297206.3529412 Edm = 151.19 NCalls = 978 -VariableMetric: Iteration # 158 - FCN = 297206.1867358 Edm = 28.4669 NCalls = 981 -VariableMetric: Iteration # 159 - FCN = 297206.0365512 Edm = 8.82769 NCalls = 984 -VariableMetric: Iteration # 160 - FCN = 297205.740931 Edm = 363.595 NCalls = 986 -VariableMetric: Iteration # 161 - FCN = 297205.5799521 Edm = 63.6643 NCalls = 988 -VariableMetric: Iteration # 162 - FCN = 297205.5447447 Edm = 5.51465 NCalls = 991 -VariableMetric: Iteration # 163 - FCN = 297205.335043 Edm = 19.9092 NCalls = 993 -VariableMetric: Iteration # 164 - FCN = 297205.0791974 Edm = 16.6552 NCalls = 995 -VariableMetric: Iteration # 165 - FCN = 297204.6231687 Edm = 17.491 NCalls = 997 -VariableMetric: Iteration # 166 - FCN = 297204.5709576 Edm = 13.3699 NCalls = 1000 -VariableMetric: Iteration # 167 - FCN = 297203.7564833 Edm = 9.80433 NCalls = 1002 -VariableMetric: Iteration # 168 - FCN = 297203.4307542 Edm = 2.43325 NCalls = 1004 -VariableMetric: Iteration # 169 - FCN = 297203.3300787 Edm = 0.818098 NCalls = 1006 -VariableMetric: Iteration # 170 - FCN = 297203.0865358 Edm = 3.26358 NCalls = 1008 -VariableMetric: Iteration # 171 - FCN = 297202.3789207 Edm = 2.55836 NCalls = 1012 -VariableMetric: Iteration # 172 - FCN = 297202.0665022 Edm = 0.972769 NCalls = 1015 -VariableMetric: Iteration # 173 - FCN = 297201.75064 Edm = 1.85546 NCalls = 1017 -VariableMetric: Iteration # 174 - FCN = 297201.3503818 Edm = 2.37854 NCalls = 1020 -VariableMetric: Iteration # 175 - FCN = 297200.3733539 Edm = 2.99353 NCalls = 1024 -VariableMetric: Iteration # 176 - FCN = 297199.9207895 Edm = 2.24873 NCalls = 1026 -VariableMetric: Iteration # 177 - FCN = 297199.2419992 Edm = 0.362986 NCalls = 1029 -VariableMetric: Iteration # 178 - FCN = 297198.9913419 Edm = 0.0686134 NCalls = 1031 -VariableMetric: Iteration # 179 - FCN = 297198.8946305 Edm = 0.0790253 NCalls = 1034 -VariableMetric: Iteration # 180 - FCN = 297198.7889994 Edm = 0.0472482 NCalls = 1037 -VariableMetric: Iteration # 181 - FCN = 297198.7387136 Edm = 0.0171749 NCalls = 1039 -VariableMetric: Iteration # 182 - FCN = 297198.7309021 Edm = 0.00430467 NCalls = 1041 -VariableMetric: Iteration # 183 - FCN = 297198.7259442 Edm = 0.0032242 NCalls = 1043 -VariableMetric: Iteration # 184 - FCN = 297198.7217725 Edm = 0.00274736 NCalls = 1045 -VariableMetric: Iteration # 185 - FCN = 297198.7154881 Edm = 0.00340099 NCalls = 1048 -VariableMetric: Iteration # 186 - FCN = 297198.7101931 Edm = 0.00227858 NCalls = 1051 -VariableMetric: Iteration # 187 - FCN = 297198.7051233 Edm = 0.00163746 NCalls = 1053 -VariableMetric: Iteration # 188 - FCN = 297198.7028691 Edm = 0.000718634 NCalls = 1055 -VariableMetric: Iteration # 189 - FCN = 297198.7022396 Edm = 9.39047e-05 NCalls = 1057 -VariableMetric: Iteration # 190 - FCN = 297198.7020822 Edm = 4.01869e-05 NCalls = 1059 -VariableMetric: After Hessian - FCN = 297198.7020822 Edm = 8.61708e-05 NCalls = 1554 -VariableMetric: Iteration # 191 - FCN = 297198.7020822 Edm = 8.61708e-05 NCalls = 1554 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309703.4664503 Edm = 15.5572 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309703.4664503 Edm = 15.5572 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305054.4653304 Edm = 91.4013 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305054.4653304 Edm = 91.4013 NCalls = 17 -VariableMetric: After Hessian - FCN = 305054.4653304 Edm = 3.75944e+08 NCalls = 486 -VariableMetric: Iteration # 3 - FCN = 305054.4653304 Edm = 3.75944e+08 NCalls = 486 -VariableMetric: Iteration # 4 - FCN = 299200.6394174 Edm = 3.43706e+07 NCalls = 496 -VariableMetric: Iteration # 5 - FCN = 299200.6394174 Edm = 3.43706e+07 NCalls = 507 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307443.363354 Edm = 15.4615 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307443.363354 Edm = 15.4615 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301703.2166673 Edm = 15.9167 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301679.5434305 Edm = 152.013 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301646.3342288 Edm = 5.81335 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301234.3361122 Edm = 479.149 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300934.7728363 Edm = 61.8825 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 300846.090347 Edm = 18.7653 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300827.8930392 Edm = 0.60746 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300825.5855467 Edm = 1.61739 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 300784.72038 Edm = 47.0292 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 300613.7836479 Edm = 110.541 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298349.8132372 Edm = 1268.42 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298236.6813888 Edm = 577.244 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297593.6810288 Edm = 33.1654 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297539.6058747 Edm = 3.79899 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297532.4201306 Edm = 1.04442 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297530.8801615 Edm = 0.0792438 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297530.2866548 Edm = 0.502886 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297450.5793354 Edm = 14.0043 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297427.7764207 Edm = 4.23344 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297421.2327305 Edm = 1.09809 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297418.6091569 Edm = 0.433308 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297417.9798348 Edm = 0.0560146 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297417.8970086 Edm = 0.0178771 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297417.6115185 Edm = 0.266828 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297398.9004247 Edm = 11.3123 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297328.8140073 Edm = 8.84129 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297324.3327032 Edm = 1.07164 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297322.8064643 Edm = 0.0843077 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297322.6732979 Edm = 0.0166699 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297322.5233628 Edm = 0.141549 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297320.1263965 Edm = 1.64016 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297286.3039197 Edm = 7.92429 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297280.0853478 Edm = 0.733299 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297279.0403173 Edm = 0.130045 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297278.8403631 Edm = 0.0578896 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297278.7924999 Edm = 0.00457373 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297278.782707 Edm = 0.00477735 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297278.7014695 Edm = 0.0716059 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297277.2851995 Edm = 1.01699 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297239.9219912 Edm = 3.32868 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297236.1480856 Edm = 0.358706 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297235.8903952 Edm = 0.0425459 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297235.8417076 Edm = 0.000732913 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297235.840378 Edm = 0.000765068 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297235.8326958 Edm = 0.00644744 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297235.5516204 Edm = 0.259742 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297229.0911909 Edm = 2.15021 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297225.9137536 Edm = 7.39197 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297223.2916104 Edm = 1.75146 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297217.7354408 Edm = 2.0311 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297213.4758912 Edm = 0.937264 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297212.9006856 Edm = 1.40305 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297212.7327816 Edm = 0.176898 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297212.6145757 Edm = 0.0136434 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297212.5904883 Edm = 0.0129804 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297212.5258137 Edm = 0.0758677 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297212.4440923 Edm = 0.0893858 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297212.4005866 Edm = 0.0690875 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297212.330163 Edm = 0.0341197 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297212.279551 Edm = 0.00618946 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297212.2688073 Edm = 0.00254552 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297212.2513587 Edm = 0.0165672 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297211.477726 Edm = 0.805448 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297211.38314 Edm = 0.0871455 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297208.1725375 Edm = 2.4964 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297208.0009458 Edm = 0.167997 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297207.0062651 Edm = 0.706879 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297203.8014545 Edm = 0.362737 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297203.3803308 Edm = 0.186859 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297203.198279 Edm = 0.0585773 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297203.0805825 Edm = 0.0103998 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297203.0711865 Edm = 0.0002305 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297203.0707158 Edm = 0.000263799 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297203.0671283 Edm = 0.00382424 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297203.0300046 Edm = 0.026079 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297202.6975172 Edm = 0.212653 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297200.1027332 Edm = 1.2208 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297197.4091335 Edm = 0.302018 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297197.1200156 Edm = 0.0888848 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297197.0435507 Edm = 0.00520653 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297197.0375652 Edm = 0.00131772 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297197.036171 Edm = 0.000166965 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297197.0352255 Edm = 0.000770333 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297196.954913 Edm = 0.106021 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297196.8911095 Edm = 0.059958 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297192.5947181 Edm = 1.16535 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297191.0731459 Edm = 0.166696 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297190.8336391 Edm = 0.0506644 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297190.7855086 Edm = 0.0316209 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297190.7635111 Edm = 0.00378126 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297190.7596235 Edm = 0.000258815 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297190.759213 Edm = 0.000209575 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297190.7551025 Edm = 0.00358904 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297190.384719 Edm = 0.309235 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297185.1448503 Edm = 3.12052 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297182.8656321 Edm = 0.512767 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297182.2968923 Edm = 0.0250588 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297182.2713065 Edm = 0.00535466 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297182.2679466 Edm = 0.00117119 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297182.266434 Edm = 0.000388396 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297182.2655325 Edm = 0.000447809 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297182.259831 Edm = 0.00579734 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297181.8761657 Edm = 0.33947 NCalls = 328 -VariableMetric: Iteration # 104 - FCN = 297176.2675291 Edm = 2.20656 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297175.0976872 Edm = 0.216801 NCalls = 333 -VariableMetric: Iteration # 106 - FCN = 297174.9146445 Edm = 0.00878136 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297174.9072316 Edm = 0.000559097 NCalls = 337 -VariableMetric: Iteration # 108 - FCN = 297174.9068308 Edm = 3.07484e-05 NCalls = 339 -VariableMetric: After Hessian - FCN = 297174.9068308 Edm = 3.2898 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297174.9068308 Edm = 3.2898 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297168.3182006 Edm = 1911.53 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297168.2587248 Edm = 4.02509 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297153.900608 Edm = 6.40269 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297151.0690427 Edm = 5.01797 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297145.6503352 Edm = 3.05819 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297144.4195659 Edm = 1.34602 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297143.1468235 Edm = 0.516842 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297142.6680388 Edm = 0.224522 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297142.4285132 Edm = 0.0584251 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297142.1879431 Edm = 0.0740412 NCalls = 842 -VariableMetric: Iteration # 120 - FCN = 297142.0353666 Edm = 0.0486263 NCalls = 844 -VariableMetric: Iteration # 121 - FCN = 297141.9528068 Edm = 0.0261286 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297141.8795673 Edm = 0.0457375 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297141.7198676 Edm = 0.0666152 NCalls = 850 -VariableMetric: Iteration # 124 - FCN = 297141.5756984 Edm = 0.062353 NCalls = 852 -VariableMetric: Iteration # 125 - FCN = 297141.4278082 Edm = 0.0371691 NCalls = 854 -VariableMetric: Iteration # 126 - FCN = 297141.3632621 Edm = 0.011774 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297141.3433832 Edm = 0.00411512 NCalls = 858 -VariableMetric: Iteration # 128 - FCN = 297141.33679 Edm = 0.000905875 NCalls = 860 -VariableMetric: Iteration # 129 - FCN = 297141.3354138 Edm = 0.000185949 NCalls = 862 -VariableMetric: Iteration # 130 - FCN = 297141.3350681 Edm = 2.4331e-05 NCalls = 864 -VariableMetric: After Hessian - FCN = 297141.3350681 Edm = 3.42171e-05 NCalls = 1349 -VariableMetric: Iteration # 131 - FCN = 297141.3350681 Edm = 3.42171e-05 NCalls = 1349 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302029.1483214 Edm = 1147.29 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302029.1483214 Edm = 1147.29 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300176.0483101 Edm = 17.6948 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299132.590086 Edm = 8.29049 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298775.1696767 Edm = 3.98392 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298669.1792585 Edm = 10.8213 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298648.7882732 Edm = 31.4674 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298508.7671744 Edm = 159.493 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298396.4189131 Edm = 23.74 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298375.9301774 Edm = 65.483 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298133.263922 Edm = 19.3764 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298126.570082 Edm = 37.7497 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298123.0918944 Edm = 28.6098 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298115.5631493 Edm = 2.11855 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298113.651214 Edm = 1.60434 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298062.5870442 Edm = 14.4757 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297776.4522743 Edm = 39.6035 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297764.3512035 Edm = 48.3268 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297759.4535676 Edm = 3.28502 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297758.1516645 Edm = 0.168425 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297757.2496893 Edm = 0.595925 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297746.2067128 Edm = 4.333 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297693.5541399 Edm = 10.5516 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297673.0272608 Edm = 2.26195 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297671.0241279 Edm = 0.250561 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297670.8330445 Edm = 0.0756523 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297670.771236 Edm = 0.0806791 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297641.9165249 Edm = 21.8551 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297577.916299 Edm = 8.48772 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297562.1178587 Edm = 1.29324 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297560.6515394 Edm = 0.388828 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297560.3211512 Edm = 0.104613 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297557.7005062 Edm = 3.12532 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297555.3974286 Edm = 2.05416 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297481.7701679 Edm = 4.87662 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297463.3674504 Edm = 8.68565 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297458.4326372 Edm = 4.07449 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297452.0265192 Edm = 1.02452 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297451.3080162 Edm = 0.0284658 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297451.2511396 Edm = 0.012606 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297451.1809582 Edm = 0.0354708 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297448.9531495 Edm = 1.78974 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297412.7862489 Edm = 4.39634 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297407.1315873 Edm = 0.131703 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297407.0026672 Edm = 0.0100167 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297406.9807112 Edm = 0.00510272 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297406.7204724 Edm = 0.246037 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297376.5031887 Edm = 7.42106 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297362.9130974 Edm = 0.639974 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297362.2638956 Edm = 0.0734964 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297362.1631217 Edm = 0.0145763 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297362.1478032 Edm = 0.00301061 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297362.1422503 Edm = 0.000766296 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297362.1386307 Edm = 0.00258789 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297361.8587968 Edm = 0.290598 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297361.3830366 Edm = 0.45497 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297352.7667733 Edm = 0.5661 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297351.8004062 Edm = 0.134964 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297351.6790717 Edm = 0.0322534 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297351.6492011 Edm = 0.000855695 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297351.6482624 Edm = 0.000252868 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297351.6475334 Edm = 0.000718217 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297351.4662208 Edm = 0.109816 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297349.4856349 Edm = 1.11072 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297346.7773303 Edm = 0.544949 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297346.3571972 Edm = 0.0965349 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297346.2433405 Edm = 0.0109848 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297346.2296204 Edm = 0.0014719 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297346.2279435 Edm = 0.000178192 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297346.2276594 Edm = 0.000135174 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297346.2261646 Edm = 0.00157535 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297346.1694883 Edm = 0.0594178 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297346.1443667 Edm = 0.0249772 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297344.5440981 Edm = 0.384817 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297344.2025708 Edm = 0.105411 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297344.1335052 Edm = 0.0123506 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297344.1166604 Edm = 0.00623926 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297344.1068075 Edm = 0.000384196 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297344.1064404 Edm = 2.75174e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297344.1064404 Edm = 350.979 NCalls = 742 -VariableMetric: Iteration # 78 - FCN = 297344.1064404 Edm = 350.979 NCalls = 742 -VariableMetric: Iteration # 79 - FCN = 297337.9367573 Edm = 13903.7 NCalls = 746 -VariableMetric: Iteration # 80 - FCN = 297337.6060028 Edm = 639.783 NCalls = 755 -VariableMetric: Iteration # 81 - FCN = 297337.571655 Edm = 483.223 NCalls = 760 -VariableMetric: Iteration # 82 - FCN = 297337.4072421 Edm = 1840.95 NCalls = 764 -VariableMetric: Iteration # 83 - FCN = 297337.2699927 Edm = 205.824 NCalls = 768 -VariableMetric: Iteration # 84 - FCN = 297336.9756768 Edm = 515.909 NCalls = 771 -VariableMetric: Iteration # 85 - FCN = 297336.2596513 Edm = 356.585 NCalls = 774 -VariableMetric: Iteration # 86 - FCN = 297335.8783706 Edm = 466.476 NCalls = 777 -VariableMetric: Iteration # 87 - FCN = 297335.4722613 Edm = 83.5576 NCalls = 780 -VariableMetric: Iteration # 88 - FCN = 297335.3541192 Edm = 41.7661 NCalls = 783 -VariableMetric: Iteration # 89 - FCN = 297334.8379331 Edm = 84.4713 NCalls = 786 -VariableMetric: Iteration # 90 - FCN = 297334.5740425 Edm = 44.3332 NCalls = 789 -VariableMetric: Iteration # 91 - FCN = 297333.9231869 Edm = 21.0493 NCalls = 791 -VariableMetric: Iteration # 92 - FCN = 297333.1276227 Edm = 17.247 NCalls = 793 -VariableMetric: Iteration # 93 - FCN = 297332.0324542 Edm = 9.98475 NCalls = 795 -VariableMetric: Iteration # 94 - FCN = 297331.2663662 Edm = 13.0654 NCalls = 797 -VariableMetric: Iteration # 95 - FCN = 297330.9616561 Edm = 8.65743 NCalls = 799 -VariableMetric: Iteration # 96 - FCN = 297330.6622623 Edm = 1.61149 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297329.2283733 Edm = 18.6824 NCalls = 804 -VariableMetric: Iteration # 98 - FCN = 297328.4823848 Edm = 5.7545 NCalls = 806 -VariableMetric: Iteration # 99 - FCN = 297328.1527518 Edm = 5.42529 NCalls = 808 -VariableMetric: Iteration # 100 - FCN = 297327.7000533 Edm = 4.88616 NCalls = 810 -VariableMetric: Iteration # 101 - FCN = 297325.1468911 Edm = 7.50619 NCalls = 812 -VariableMetric: Iteration # 102 - FCN = 297324.3167268 Edm = 7.53356 NCalls = 814 -VariableMetric: Iteration # 103 - FCN = 297323.0338086 Edm = 4.81315 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297320.70031 Edm = 1.90782 NCalls = 820 -VariableMetric: Iteration # 105 - FCN = 297319.3864668 Edm = 0.69811 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297318.804662 Edm = 0.538401 NCalls = 825 -VariableMetric: Iteration # 107 - FCN = 297318.6677364 Edm = 0.298381 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297318.4975649 Edm = 0.0778476 NCalls = 829 -VariableMetric: Iteration # 109 - FCN = 297318.3467703 Edm = 0.0949198 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297318.2182893 Edm = 0.196626 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297318.0718264 Edm = 0.179842 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297317.913699 Edm = 0.160259 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297317.6905602 Edm = 0.0949596 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297317.6069422 Edm = 0.0410856 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297317.5854584 Edm = 0.0143188 NCalls = 847 -VariableMetric: Iteration # 116 - FCN = 297317.5737587 Edm = 0.00453746 NCalls = 849 -VariableMetric: Iteration # 117 - FCN = 297317.5675942 Edm = 0.00165727 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297317.56471 Edm = 0.00150715 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297317.5620869 Edm = 0.00162328 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297317.5587719 Edm = 0.000973617 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297317.5551328 Edm = 0.000989912 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297317.5532809 Edm = 0.000941277 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297317.5519221 Edm = 0.000275052 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297317.5514748 Edm = 7.72943e-05 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297317.5512769 Edm = 0.00013332 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297317.5508063 Edm = 0.000349951 NCalls = 870 -VariableMetric: Iteration # 127 - FCN = 297317.5498876 Edm = 0.000320437 NCalls = 872 -VariableMetric: Iteration # 128 - FCN = 297317.549404 Edm = 0.00020303 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297317.549142 Edm = 4.32243e-05 NCalls = 876 -VariableMetric: After Hessian - FCN = 297317.549142 Edm = 9.81406e-05 NCalls = 1369 -VariableMetric: Iteration # 130 - FCN = 297317.549142 Edm = 9.81406e-05 NCalls = 1369 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331976.3571102 Edm = 53.9796 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331976.3571102 Edm = 53.9796 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305588.6317104 Edm = 21.1204 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299497.710776 Edm = 3.32492 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299481.3827206 Edm = 38.6833 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299365.494761 Edm = 88.1735 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298904.6657767 Edm = 36.4318 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298865.570409 Edm = 6.97259 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298855.8123055 Edm = 0.844621 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298239.2880012 Edm = 59.7316 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 297968.8188368 Edm = 189.423 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 297917.7615932 Edm = 179.072 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 297899.6950928 Edm = 53.8099 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 297843.9568749 Edm = 23.3997 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297829.6746517 Edm = 0.341643 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297828.1122456 Edm = 1.214 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297806.4545422 Edm = 29.3059 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297766.9725109 Edm = 17.6534 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297729.7265316 Edm = 1.71253 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297723.5202319 Edm = 0.877737 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297720.2281597 Edm = 1.24416 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297716.9588226 Edm = 0.641025 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297715.2759733 Edm = 3.77154 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297713.1664098 Edm = 0.342125 NCalls = 98 -VariableMetric: Iteration # 23 - FCN = 297712.8722696 Edm = 0.627852 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297711.1098223 Edm = 0.951835 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297709.6389414 Edm = 3.28097 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297707.2747736 Edm = 1.02597 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297706.1452497 Edm = 2.40393 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297702.7605741 Edm = 2.4875 NCalls = 118 -VariableMetric: Iteration # 29 - FCN = 297701.8102989 Edm = 1.57413 NCalls = 120 -VariableMetric: Iteration # 30 - FCN = 297698.3771844 Edm = 0.810925 NCalls = 127 -VariableMetric: Iteration # 31 - FCN = 297696.6296489 Edm = 1.18389 NCalls = 131 -VariableMetric: Iteration # 32 - FCN = 297696.3314436 Edm = 0.222267 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297696.0597559 Edm = 0.0346723 NCalls = 135 -VariableMetric: Iteration # 34 - FCN = 297695.8140924 Edm = 0.243565 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297692.6899397 Edm = 2.70764 NCalls = 144 -VariableMetric: Iteration # 36 - FCN = 297677.6098457 Edm = 24.0115 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297595.5057129 Edm = 32.8817 NCalls = 156 -VariableMetric: Iteration # 38 - FCN = 297564.191529 Edm = 4.23324 NCalls = 158 -VariableMetric: Iteration # 39 - FCN = 297563.0298511 Edm = 0.4047 NCalls = 160 -VariableMetric: Iteration # 40 - FCN = 297562.596447 Edm = 0.0243228 NCalls = 161 -VariableMetric: Iteration # 41 - FCN = 297562.4529993 Edm = 0.110816 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297559.2791267 Edm = 0.577457 NCalls = 171 -VariableMetric: Iteration # 43 - FCN = 297558.9686554 Edm = 0.857114 NCalls = 173 -VariableMetric: Iteration # 44 - FCN = 297557.9302206 Edm = 0.451274 NCalls = 175 -VariableMetric: Iteration # 45 - FCN = 297555.609816 Edm = 4.96755 NCalls = 177 -VariableMetric: Iteration # 46 - FCN = 297555.0298799 Edm = 0.356841 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297553.6229559 Edm = 0.264288 NCalls = 182 -VariableMetric: Iteration # 48 - FCN = 297553.4379875 Edm = 0.207717 NCalls = 184 -VariableMetric: Iteration # 49 - FCN = 297553.329542 Edm = 0.0358748 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297553.0740846 Edm = 0.177812 NCalls = 189 -VariableMetric: Iteration # 51 - FCN = 297550.379565 Edm = 3.15844 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297519.8838368 Edm = 11.7131 NCalls = 200 -VariableMetric: Iteration # 53 - FCN = 297492.7750316 Edm = 11.4848 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297491.0870408 Edm = 1.35988 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297489.7680822 Edm = 0.27185 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297488.6716125 Edm = 1.01302 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297479.9705131 Edm = 3.51465 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297476.7380993 Edm = 109389 NCalls = 222 -VariableMetric: Iteration # 59 - FCN = 297472.1909402 Edm = 103842 NCalls = 229 -VariableMetric: Iteration # 60 - FCN = 297464.7104667 Edm = 97660.3 NCalls = 236 -VariableMetric: Iteration # 61 - FCN = 297462.7567817 Edm = 17507 NCalls = 241 -VariableMetric: Iteration # 62 - FCN = 297457.3450815 Edm = 3035.73 NCalls = 245 -VariableMetric: Iteration # 63 - FCN = 297452.6491239 Edm = 1717.34 NCalls = 249 -VariableMetric: Iteration # 64 - FCN = 297445.3075998 Edm = 8513.5 NCalls = 252 -VariableMetric: Iteration # 65 - FCN = 297440.3461682 Edm = 2642.15 NCalls = 255 -VariableMetric: Iteration # 66 - FCN = 297436.0324996 Edm = 1204.93 NCalls = 258 -VariableMetric: Iteration # 67 - FCN = 297426.8712083 Edm = 1173.94 NCalls = 261 -VariableMetric: Iteration # 68 - FCN = 297424.2127129 Edm = 363.839 NCalls = 264 -VariableMetric: Iteration # 69 - FCN = 297422.076046 Edm = 529.541 NCalls = 267 -VariableMetric: Iteration # 70 - FCN = 297420.1616348 Edm = 168.233 NCalls = 269 -VariableMetric: Iteration # 71 - FCN = 297418.8873951 Edm = 72.2368 NCalls = 272 -VariableMetric: Iteration # 72 - FCN = 297418.0052229 Edm = 56.3919 NCalls = 275 -VariableMetric: Iteration # 73 - FCN = 297415.3419651 Edm = 8.7026 NCalls = 277 -VariableMetric: Iteration # 74 - FCN = 297413.9299512 Edm = 3.17124 NCalls = 279 -VariableMetric: Iteration # 75 - FCN = 297412.7890796 Edm = 9.42225 NCalls = 281 -VariableMetric: Iteration # 76 - FCN = 297411.8286636 Edm = 9.02956 NCalls = 283 -VariableMetric: Iteration # 77 - FCN = 297411.0236139 Edm = 1.57068 NCalls = 285 -VariableMetric: Iteration # 78 - FCN = 297410.7171229 Edm = 1.42676 NCalls = 287 -VariableMetric: Iteration # 79 - FCN = 297410.5083399 Edm = 0.550386 NCalls = 289 -VariableMetric: Iteration # 80 - FCN = 297410.2809113 Edm = 0.713736 NCalls = 291 -VariableMetric: Iteration # 81 - FCN = 297410.1440496 Edm = 0.788792 NCalls = 293 -VariableMetric: Iteration # 82 - FCN = 297410.0307702 Edm = 0.123781 NCalls = 295 -VariableMetric: Iteration # 83 - FCN = 297409.8774196 Edm = 0.516485 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297409.6269557 Edm = 0.189469 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297409.2710191 Edm = 0.268883 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297408.909742 Edm = 0.21469 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297408.5085759 Edm = 0.097565 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297408.3679723 Edm = 0.0210522 NCalls = 310 -VariableMetric: Iteration # 89 - FCN = 297408.3376152 Edm = 0.00350903 NCalls = 312 -VariableMetric: Iteration # 90 - FCN = 297408.3334063 Edm = 0.000476839 NCalls = 314 -VariableMetric: Iteration # 91 - FCN = 297408.3328311 Edm = 8.12004e-05 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297408.3327499 Edm = 1.74843e-05 NCalls = 317 -VariableMetric: After Hessian - FCN = 297408.3327499 Edm = 1.45428e-05 NCalls = 804 -VariableMetric: Iteration # 93 - FCN = 297408.3327499 Edm = 1.45428e-05 NCalls = 804 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320933.5087761 Edm = 53.0679 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320933.5087761 Edm = 53.0679 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301967.1473776 Edm = 23.3918 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301497.3807849 Edm = 8322.7 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300927.2570586 Edm = 2824.24 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300724.1293869 Edm = 1402.41 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 300525.1475858 Edm = 421.563 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 300382.4833781 Edm = 20.3928 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 300366.7216207 Edm = 8.61377 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 299343.0440531 Edm = 294.583 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 299078.0474923 Edm = 23.9332 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 299062.835585 Edm = 1.90962 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 299050.6539327 Edm = 5.73009 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 298429.3393918 Edm = 143.4 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298133.7105826 Edm = 14.2162 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 298112.7745066 Edm = 5.07243 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 298105.2505723 Edm = 3.72115 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 298099.9465876 Edm = 3.15426 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 298088.1137889 Edm = 12.4819 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297907.131991 Edm = 135.778 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297638.570989 Edm = 10.9024 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297632.6510788 Edm = 6.87009 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297622.1400437 Edm = 2.0282 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297619.2307338 Edm = 0.56856 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297616.6146986 Edm = 1.18126 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297592.0325401 Edm = 15.8473 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297536.2585238 Edm = 10.51 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297528.5649605 Edm = 3.12211 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297525.9958236 Edm = 0.895266 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297524.0914661 Edm = 0.116564 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297523.6067152 Edm = 0.22704 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297516.9920364 Edm = 5.24584 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297505.3797548 Edm = 13.7245 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297471.2678632 Edm = 19.4222 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297430.3370234 Edm = 19.9258 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297407.6807582 Edm = 11.3905 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297392.0164552 Edm = 5.52142 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297385.9765346 Edm = 0.85954 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297381.8158876 Edm = 0.671093 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297381.201905 Edm = 0.117878 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297380.859794 Edm = 0.383886 NCalls = 124 -VariableMetric: Iteration # 40 - FCN = 297379.15385 Edm = 1.36915 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297378.9979266 Edm = 0.359255 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297375.5126378 Edm = 1.92226 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297372.169685 Edm = 1.56112 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297371.5252274 Edm = 1.1477 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297370.1688844 Edm = 0.327495 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297369.0859702 Edm = 0.255076 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297368.501277 Edm = 0.143349 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297368.4265028 Edm = 0.214249 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297368.1562666 Edm = 0.0478224 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297368.0051079 Edm = 0.114055 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297367.9180864 Edm = 0.0601434 NCalls = 159 -VariableMetric: Iteration # 52 - FCN = 297367.7755515 Edm = 0.0493972 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297367.3696822 Edm = 0.375544 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297367.1633487 Edm = 0.357902 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297366.4299577 Edm = 0.135681 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297366.365939 Edm = 0.252998 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297366.0942679 Edm = 0.26401 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297365.4061239 Edm = 0.421891 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297364.7537786 Edm = 1.17736 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297362.7372825 Edm = 3.71352 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297360.2499854 Edm = 2.20248 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297353.624932 Edm = 29.0402 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297340.8480274 Edm = 5.29113 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297338.5824058 Edm = 2.47964 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297335.7989591 Edm = 2.3093 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297332.2864395 Edm = 1.94314 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297329.4293088 Edm = 2.13636 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297324.5742763 Edm = 3.84363 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297320.7378486 Edm = 12.6489 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297315.4957613 Edm = 4.47788 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297296.3868907 Edm = 3.83224 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297295.5653657 Edm = 4.74867 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297290.5509332 Edm = 1.16154 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297289.0795652 Edm = 1.18832 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297286.8726681 Edm = 1.50445 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297278.3518242 Edm = 7.57068 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297268.6207683 Edm = 1.62835 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297267.6066768 Edm = 3.39105 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297266.5095852 Edm = 0.416481 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297265.6306929 Edm = 0.827713 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297264.8629182 Edm = 0.651746 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297264.6149154 Edm = 0.387743 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297262.3473156 Edm = 0.830736 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297260.0201646 Edm = 1.0063 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297258.6639848 Edm = 0.270948 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297258.4389071 Edm = 0.173983 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297258.367308 Edm = 0.00820427 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297258.3516294 Edm = 0.01053 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297258.2666414 Edm = 0.0597546 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297257.9152442 Edm = 0.364239 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297257.8423825 Edm = 0.235349 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297257.7235397 Edm = 0.0774353 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297257.6072541 Edm = 0.0711831 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297257.5323823 Edm = 0.0486023 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297257.3605138 Edm = 0.0273488 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297257.3273315 Edm = 0.0127431 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297256.9180906 Edm = 0.275639 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297256.909187 Edm = 0.0160633 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297256.8339006 Edm = 0.0728593 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297256.1221933 Edm = 0.48236 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297256.1048691 Edm = 0.0127114 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297256.0052927 Edm = 0.0735222 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297255.7863296 Edm = 0.069482 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297255.5226717 Edm = 0.128295 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297254.9756064 Edm = 0.0811764 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297254.8757162 Edm = 0.0615154 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297254.8079332 Edm = 0.0325696 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297254.6840559 Edm = 0.0917447 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297253.5636887 Edm = 1.12444 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297248.101227 Edm = 4.2549 NCalls = 352 -VariableMetric: Iteration # 111 - FCN = 297247.8793012 Edm = 0.393323 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297246.3259233 Edm = 4.3265 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297245.1163545 Edm = 1.12247 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297242.8990954 Edm = 3.37591 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297242.4530251 Edm = 0.852241 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297240.6362339 Edm = 1.17356 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297237.6970617 Edm = 1.17137 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297236.0051215 Edm = 0.468611 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297235.646082 Edm = 0.192805 NCalls = 384 -VariableMetric: Iteration # 120 - FCN = 297235.3100579 Edm = 0.128915 NCalls = 387 -VariableMetric: Iteration # 121 - FCN = 297235.0883059 Edm = 0.142215 NCalls = 390 -VariableMetric: Iteration # 122 - FCN = 297234.9870974 Edm = 0.0275384 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297234.9603679 Edm = 0.00805483 NCalls = 393 -VariableMetric: Iteration # 124 - FCN = 297234.9500507 Edm = 0.00108764 NCalls = 395 -VariableMetric: Iteration # 125 - FCN = 297234.9472888 Edm = 0.00145746 NCalls = 397 -VariableMetric: Iteration # 126 - FCN = 297234.9256551 Edm = 0.0207381 NCalls = 400 -VariableMetric: Iteration # 127 - FCN = 297234.7159769 Edm = 0.202231 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297234.0337767 Edm = 0.969967 NCalls = 409 -VariableMetric: Iteration # 129 - FCN = 297233.0128969 Edm = 0.61842 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297232.2781166 Edm = 0.266396 NCalls = 417 -VariableMetric: Iteration # 131 - FCN = 297232.0006663 Edm = 0.142537 NCalls = 418 -VariableMetric: Iteration # 132 - FCN = 297231.382358 Edm = 1.17059 NCalls = 421 -VariableMetric: Iteration # 133 - FCN = 297231.0299707 Edm = 0.0797939 NCalls = 424 -VariableMetric: Iteration # 134 - FCN = 297230.930364 Edm = 0.0941125 NCalls = 426 -VariableMetric: Iteration # 135 - FCN = 297230.8624902 Edm = 0.00816886 NCalls = 428 -VariableMetric: Iteration # 136 - FCN = 297230.849711 Edm = 0.00203572 NCalls = 430 -VariableMetric: Iteration # 137 - FCN = 297230.8459005 Edm = 0.00119414 NCalls = 432 -VariableMetric: Iteration # 138 - FCN = 297230.8424143 Edm = 0.00118183 NCalls = 434 -VariableMetric: Iteration # 139 - FCN = 297230.8388371 Edm = 0.000621317 NCalls = 436 -VariableMetric: Iteration # 140 - FCN = 297230.8376967 Edm = 0.000494638 NCalls = 438 -VariableMetric: Iteration # 141 - FCN = 297230.8217159 Edm = 0.0156336 NCalls = 442 -VariableMetric: Iteration # 142 - FCN = 297230.3947359 Edm = 0.434594 NCalls = 449 -VariableMetric: Iteration # 143 - FCN = 297227.7655049 Edm = 0.605769 NCalls = 452 -VariableMetric: Iteration # 144 - FCN = 297227.5207145 Edm = 0.676497 NCalls = 454 -VariableMetric: Iteration # 145 - FCN = 297227.3132909 Edm = 0.0529613 NCalls = 457 -VariableMetric: Iteration # 146 - FCN = 297227.248386 Edm = 0.0221153 NCalls = 459 -VariableMetric: Iteration # 147 - FCN = 297227.2067818 Edm = 0.00711495 NCalls = 462 -VariableMetric: Iteration # 148 - FCN = 297227.1981043 Edm = 0.00117936 NCalls = 464 -VariableMetric: Iteration # 149 - FCN = 297227.1969592 Edm = 0.000274161 NCalls = 465 -VariableMetric: Iteration # 150 - FCN = 297227.1960507 Edm = 0.000759754 NCalls = 467 -VariableMetric: Iteration # 151 - FCN = 297227.1824397 Edm = 0.00722964 NCalls = 472 -VariableMetric: Iteration # 152 - FCN = 297227.147395 Edm = 0.0201785 NCalls = 474 -VariableMetric: Iteration # 153 - FCN = 297226.9696447 Edm = 0.261531 NCalls = 478 -VariableMetric: Iteration # 154 - FCN = 297226.7054401 Edm = 0.499414 NCalls = 482 -VariableMetric: Iteration # 155 - FCN = 297226.0974403 Edm = 0.609946 NCalls = 490 -VariableMetric: Iteration # 156 - FCN = 297224.677826 Edm = 0.605716 NCalls = 493 -VariableMetric: Iteration # 157 - FCN = 297223.5382154 Edm = 0.0654696 NCalls = 495 -VariableMetric: Iteration # 158 - FCN = 297223.4872576 Edm = 0.0201202 NCalls = 498 -VariableMetric: Iteration # 159 - FCN = 297223.4567435 Edm = 0.0136955 NCalls = 500 -VariableMetric: Iteration # 160 - FCN = 297223.4335393 Edm = 0.00471973 NCalls = 502 -VariableMetric: Iteration # 161 - FCN = 297223.4287434 Edm = 0.00028639 NCalls = 504 -VariableMetric: Iteration # 162 - FCN = 297223.4278326 Edm = 0.000499339 NCalls = 506 -VariableMetric: Iteration # 163 - FCN = 297223.4213258 Edm = 0.0061079 NCalls = 509 -VariableMetric: Iteration # 164 - FCN = 297223.3947141 Edm = 0.0241673 NCalls = 511 -VariableMetric: Iteration # 165 - FCN = 297222.9693551 Edm = 0.412918 NCalls = 517 -VariableMetric: Iteration # 166 - FCN = 297222.8168018 Edm = 0.172837 NCalls = 523 -VariableMetric: Iteration # 167 - FCN = 297222.4095495 Edm = 0.353056 NCalls = 529 -VariableMetric: Iteration # 168 - FCN = 297221.5678135 Edm = 0.513324 NCalls = 532 -VariableMetric: Iteration # 169 - FCN = 297221.449869 Edm = 0.0951663 NCalls = 534 -VariableMetric: Iteration # 170 - FCN = 297221.0474123 Edm = 0.0939769 NCalls = 538 -VariableMetric: Iteration # 171 - FCN = 297220.9445851 Edm = 0.0298969 NCalls = 540 -VariableMetric: Iteration # 172 - FCN = 297220.9186716 Edm = 0.00438496 NCalls = 542 -VariableMetric: Iteration # 173 - FCN = 297220.9141222 Edm = 0.000365821 NCalls = 544 -VariableMetric: Iteration # 174 - FCN = 297220.913635 Edm = 0.000166568 NCalls = 546 -VariableMetric: Iteration # 175 - FCN = 297220.9124782 Edm = 0.000598179 NCalls = 549 -VariableMetric: Iteration # 176 - FCN = 297220.909831 Edm = 0.00183919 NCalls = 551 -VariableMetric: Iteration # 177 - FCN = 297220.8108537 Edm = 0.0888344 NCalls = 556 -VariableMetric: Iteration # 178 - FCN = 297220.1077606 Edm = 0.0882863 NCalls = 559 -VariableMetric: Iteration # 179 - FCN = 297220.0280628 Edm = 0.0029663 NCalls = 560 -VariableMetric: Iteration # 180 - FCN = 297220.0252093 Edm = 9.57428e-05 NCalls = 561 -VariableMetric: Iteration # 181 - FCN = 297220.0250463 Edm = 5.01086e-05 NCalls = 563 -VariableMetric: After Hessian - FCN = 297220.0250463 Edm = 0.791976 NCalls = 1036 -VariableMetric: Iteration # 182 - FCN = 297220.0250463 Edm = 0.791976 NCalls = 1036 -VariableMetric: Iteration # 183 - FCN = 297218.5282652 Edm = 0.513451 NCalls = 1039 -VariableMetric: Iteration # 184 - FCN = 297218.2697522 Edm = 0.383403 NCalls = 1042 -VariableMetric: Iteration # 185 - FCN = 297218.1294804 Edm = 0.0826576 NCalls = 1044 -VariableMetric: Iteration # 186 - FCN = 297218.0373375 Edm = 0.0459623 NCalls = 1046 -VariableMetric: Iteration # 187 - FCN = 297217.8376712 Edm = 0.24432 NCalls = 1050 -VariableMetric: Iteration # 188 - FCN = 297216.1934382 Edm = 2.53587 NCalls = 1055 -VariableMetric: Iteration # 189 - FCN = 297216.1797164 Edm = 0.0244304 NCalls = 1057 -VariableMetric: Iteration # 190 - FCN = 297216.1447715 Edm = 0.300816 NCalls = 1060 -VariableMetric: Iteration # 191 - FCN = 297216.0966084 Edm = 0.21396 NCalls = 1062 -VariableMetric: Iteration # 192 - FCN = 297215.7138698 Edm = 0.463082 NCalls = 1067 -VariableMetric: Iteration # 193 - FCN = 297214.7202854 Edm = 0.789694 NCalls = 1073 -VariableMetric: Iteration # 194 - FCN = 297214.088891 Edm = 0.227269 NCalls = 1075 -VariableMetric: Iteration # 195 - FCN = 297213.9314245 Edm = 0.071883 NCalls = 1077 -VariableMetric: Iteration # 196 - FCN = 297213.7921994 Edm = 0.0583589 NCalls = 1079 -VariableMetric: Iteration # 197 - FCN = 297213.5753203 Edm = 0.0779009 NCalls = 1082 -VariableMetric: Iteration # 198 - FCN = 297213.4051851 Edm = 0.0525118 NCalls = 1084 -VariableMetric: Iteration # 199 - FCN = 297213.2973252 Edm = 0.0509419 NCalls = 1087 -VariableMetric: Iteration # 200 - FCN = 297213.248213 Edm = 0.0190969 NCalls = 1088 -VariableMetric: Iteration # 201 - FCN = 297213.2159167 Edm = 0.00637524 NCalls = 1090 -VariableMetric: Iteration # 202 - FCN = 297213.1944819 Edm = 0.00370437 NCalls = 1092 -VariableMetric: Iteration # 203 - FCN = 297213.1890545 Edm = 0.000842778 NCalls = 1094 -VariableMetric: Iteration # 204 - FCN = 297213.1850187 Edm = 0.00202776 NCalls = 1096 -VariableMetric: Iteration # 205 - FCN = 297213.1792144 Edm = 0.000987477 NCalls = 1099 -VariableMetric: Iteration # 206 - FCN = 297213.1776884 Edm = 0.000302094 NCalls = 1101 -VariableMetric: Iteration # 207 - FCN = 297213.1773842 Edm = 0.000104006 NCalls = 1102 -VariableMetric: Iteration # 208 - FCN = 297213.1772826 Edm = 8.6269e-06 NCalls = 1104 -VariableMetric: After Hessian - FCN = 297213.1772826 Edm = 1.99262e-05 NCalls = 1597 -VariableMetric: Iteration # 209 - FCN = 297213.1772826 Edm = 1.99262e-05 NCalls = 1597 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307069.3410912 Edm = 13.2888 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307069.3410912 Edm = 13.2888 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299641.1997253 Edm = 2.38517 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299628.6285721 Edm = 2.56433 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299399.4640398 Edm = 187.035 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298303.3949646 Edm = 683.462 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297933.4870723 Edm = 975.38 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297818.1339071 Edm = 9.71043 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297809.3352585 Edm = 1.11629 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297807.1761929 Edm = 0.555638 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297696.2052087 Edm = 38.1027 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297625.8162835 Edm = 6.12798 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297618.3452021 Edm = 0.116923 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297618.2285738 Edm = 0.0294078 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297615.0524262 Edm = 2.84415 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297593.9476351 Edm = 4.48174 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297588.608941 Edm = 0.113405 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297588.4036361 Edm = 0.100259 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297583.9453121 Edm = 3.47926 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297519.509805 Edm = 14.4131 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297505.2614319 Edm = 0.395854 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297504.8287005 Edm = 0.0235972 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297504.7904896 Edm = 0.012439 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297504.6739794 Edm = 0.0550157 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297504.1842362 Edm = 0.468559 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297487.7019976 Edm = 8.2463 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297475.3819931 Edm = 18.1114 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297460.9456031 Edm = 3.82475 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297457.5054496 Edm = 1.29249 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297455.6266833 Edm = 0.51028 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297455.1273075 Edm = 0.125052 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297454.9282498 Edm = 0.0262806 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297454.8839569 Edm = 0.0140004 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297454.1047616 Edm = 0.78463 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297450.2669558 Edm = 3.79556 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297385.8884567 Edm = 170.279 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297379.0092459 Edm = 4.08525 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297364.6783799 Edm = 4.52473 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297362.0004102 Edm = 0.417355 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297361.7428782 Edm = 0.31311 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297361.6151624 Edm = 0.0476597 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297361.4712863 Edm = 0.111565 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297361.2490952 Edm = 0.0347538 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297361.0988267 Edm = 0.108526 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297356.5816964 Edm = 2.81374 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297334.2062723 Edm = 13.1876 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297313.6196642 Edm = 2.9603 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297310.6372372 Edm = 0.542203 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297309.9691284 Edm = 0.283977 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297309.5995652 Edm = 0.15709 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297309.2383629 Edm = 0.421657 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297307.8160382 Edm = 3.89193 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297307.6704556 Edm = 0.200842 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297307.0992138 Edm = 0.397123 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297306.3890316 Edm = 0.0534677 NCalls = 164 -VariableMetric: Iteration # 54 - FCN = 297306.3375417 Edm = 0.0131779 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297306.3033345 Edm = 0.0157127 NCalls = 168 -VariableMetric: Iteration # 56 - FCN = 297306.1991707 Edm = 0.0644477 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297304.7453802 Edm = 1.42174 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297292.1554366 Edm = 7.78504 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297278.6708948 Edm = 1.73592 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297276.8587887 Edm = 0.328811 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297276.6031458 Edm = 0.136415 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297276.4524043 Edm = 0.0979486 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297276.3183116 Edm = 0.0124511 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297276.2916387 Edm = 0.010333 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297276.2391046 Edm = 0.00999198 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297276.1482602 Edm = 0.0572064 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297274.5701338 Edm = 1.13975 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297260.747536 Edm = 1.29226 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297256.7858591 Edm = 1.25118 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297255.89013 Edm = 0.126976 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297255.7035599 Edm = 0.0500182 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297255.6581224 Edm = 0.029295 NCalls = 219 -VariableMetric: Iteration # 73 - FCN = 297255.6196822 Edm = 0.00338666 NCalls = 221 -VariableMetric: Iteration # 74 - FCN = 297255.6143321 Edm = 0.000753358 NCalls = 223 -VariableMetric: Iteration # 75 - FCN = 297255.6112915 Edm = 0.00213585 NCalls = 225 -VariableMetric: Iteration # 76 - FCN = 297255.5916333 Edm = 0.0110024 NCalls = 228 -VariableMetric: Iteration # 77 - FCN = 297255.4961738 Edm = 0.0694936 NCalls = 231 -VariableMetric: Iteration # 78 - FCN = 297253.391404 Edm = 1.69739 NCalls = 237 -VariableMetric: Iteration # 79 - FCN = 297249.0808001 Edm = 5.59539 NCalls = 240 -VariableMetric: Iteration # 80 - FCN = 297240.9809887 Edm = 4.31527 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297233.9837222 Edm = 1.10423 NCalls = 246 -VariableMetric: Iteration # 82 - FCN = 297232.9533438 Edm = 0.124139 NCalls = 248 -VariableMetric: Iteration # 83 - FCN = 297232.8582637 Edm = 0.0150484 NCalls = 250 -VariableMetric: Iteration # 84 - FCN = 297232.836387 Edm = 0.00248022 NCalls = 252 -VariableMetric: Iteration # 85 - FCN = 297232.8308884 Edm = 0.00075797 NCalls = 254 -VariableMetric: Iteration # 86 - FCN = 297232.8291146 Edm = 0.000697739 NCalls = 256 -VariableMetric: Iteration # 87 - FCN = 297232.8266757 Edm = 0.00183015 NCalls = 258 -VariableMetric: Iteration # 88 - FCN = 297232.8044348 Edm = 0.0175541 NCalls = 262 -VariableMetric: Iteration # 89 - FCN = 297231.5907099 Edm = 1.03404 NCalls = 267 -VariableMetric: Iteration # 90 - FCN = 297226.5362789 Edm = 0.993813 NCalls = 271 -VariableMetric: Iteration # 91 - FCN = 297225.1467647 Edm = 0.294009 NCalls = 274 -VariableMetric: Iteration # 92 - FCN = 297224.8548588 Edm = 0.0410761 NCalls = 277 -VariableMetric: Iteration # 93 - FCN = 297224.8120967 Edm = 0.00121066 NCalls = 279 -VariableMetric: Iteration # 94 - FCN = 297224.8107013 Edm = 0.000290977 NCalls = 281 -VariableMetric: Iteration # 95 - FCN = 297224.8099242 Edm = 0.000456593 NCalls = 283 -VariableMetric: Iteration # 96 - FCN = 297224.8054256 Edm = 0.00410293 NCalls = 286 -VariableMetric: Iteration # 97 - FCN = 297224.7374117 Edm = 0.0687846 NCalls = 292 -VariableMetric: Iteration # 98 - FCN = 297224.7251459 Edm = 0.0119237 NCalls = 296 -VariableMetric: Iteration # 99 - FCN = 297224.6098013 Edm = 0.104693 NCalls = 302 -VariableMetric: Iteration # 100 - FCN = 297222.36276 Edm = 1.11921 NCalls = 307 -VariableMetric: Iteration # 101 - FCN = 297221.2941502 Edm = 0.147775 NCalls = 308 -VariableMetric: Iteration # 102 - FCN = 297221.1188626 Edm = 0.010369 NCalls = 311 -VariableMetric: Iteration # 103 - FCN = 297221.1034984 Edm = 0.00126848 NCalls = 313 -VariableMetric: Iteration # 104 - FCN = 297221.1015744 Edm = 0.000148903 NCalls = 315 -VariableMetric: Iteration # 105 - FCN = 297221.1011931 Edm = 0.000185138 NCalls = 317 -VariableMetric: Iteration # 106 - FCN = 297221.0994321 Edm = 0.00126289 NCalls = 320 -VariableMetric: Iteration # 107 - FCN = 297221.0575896 Edm = 0.0435261 NCalls = 324 -VariableMetric: Iteration # 108 - FCN = 297220.7331925 Edm = 0.240289 NCalls = 331 -VariableMetric: Iteration # 109 - FCN = 297219.286407 Edm = 0.0759227 NCalls = 334 -VariableMetric: Iteration # 110 - FCN = 297219.2150419 Edm = 0.00472372 NCalls = 335 -VariableMetric: Iteration # 111 - FCN = 297219.2114007 Edm = 0.000131074 NCalls = 337 -VariableMetric: Iteration # 112 - FCN = 297219.2112769 Edm = 7.09011e-06 NCalls = 338 -VariableMetric: After Hessian - FCN = 297219.2112769 Edm = 2.62029 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297219.2112769 Edm = 2.62029 NCalls = 813 -VariableMetric: Iteration # 114 - FCN = 297219.1818791 Edm = 1.93776 NCalls = 816 -VariableMetric: Iteration # 115 - FCN = 297218.9152394 Edm = 0.364125 NCalls = 819 -VariableMetric: Iteration # 116 - FCN = 297218.8042135 Edm = 0.0208207 NCalls = 821 -VariableMetric: Iteration # 117 - FCN = 297218.7703545 Edm = 0.00575154 NCalls = 823 -VariableMetric: Iteration # 118 - FCN = 297218.756594 Edm = 0.00470343 NCalls = 825 -VariableMetric: Iteration # 119 - FCN = 297218.7469827 Edm = 0.00373688 NCalls = 827 -VariableMetric: Iteration # 120 - FCN = 297218.7433994 Edm = 0.000105502 NCalls = 828 -VariableMetric: Iteration # 121 - FCN = 297218.7432712 Edm = 1.56065e-06 NCalls = 830 -VariableMetric: After Hessian - FCN = 297218.7432712 Edm = 1.99278e-06 NCalls = 1325 -VariableMetric: Iteration # 122 - FCN = 297218.7432712 Edm = 1.99278e-06 NCalls = 1325 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315750.5640879 Edm = 17.6949 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315750.5640879 Edm = 17.6949 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304673.4418182 Edm = 4.50665 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304625.8389647 Edm = 7.99365 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302594.3202432 Edm = 514.806 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299405.6746768 Edm = 1925.53 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298819.5123037 Edm = 298.875 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298607.4094742 Edm = 44.0243 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298548.2071045 Edm = 14.2514 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298534.8299975 Edm = 4.51678 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297767.4232431 Edm = 572.002 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297735.4850848 Edm = 168.136 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297549.8772719 Edm = 22.6931 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297514.682153 Edm = 0.854549 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297513.4220955 Edm = 0.12308 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297513.2652183 Edm = 0.0324828 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297509.2226208 Edm = 3.95624 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297458.8939266 Edm = 4.33769 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297453.1631857 Edm = 1.41442 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297452.116047 Edm = 0.424247 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297451.2096995 Edm = 0.0772449 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297451.0653569 Edm = 0.0409833 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297450.0904024 Edm = 0.895677 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297426.2131167 Edm = 19.4633 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297378.5394584 Edm = 9.75941 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297358.3311034 Edm = 3.68692 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297355.9444086 Edm = 1.19069 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297354.7546646 Edm = 0.218053 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297341.775965 Edm = 7.9247 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297341.775965 Edm = 7.9247 NCalls = 104 -VariableMetric: After Hessian - FCN = 297341.775965 Edm = 22464.7 NCalls = 577 -VariableMetric: Iteration # 29 - FCN = 297341.775965 Edm = 22464.7 NCalls = 577 -VariableMetric: Iteration # 30 - FCN = 297243.1489448 Edm = 100515 NCalls = 583 -VariableMetric: Iteration # 31 - FCN = 297242.628752 Edm = 26.2369 NCalls = 588 -VariableMetric: Iteration # 32 - FCN = 297174.4625625 Edm = 5.62582 NCalls = 591 -VariableMetric: Iteration # 33 - FCN = 297162.9590858 Edm = 6.28082 NCalls = 593 -VariableMetric: Iteration # 34 - FCN = 297125.4149059 Edm = 2.53626 NCalls = 597 -VariableMetric: Iteration # 35 - FCN = 297122.0675001 Edm = 0.440239 NCalls = 599 -VariableMetric: Iteration # 36 - FCN = 297117.6436412 Edm = 0.943003 NCalls = 602 -VariableMetric: Iteration # 37 - FCN = 297116.1911929 Edm = 0.193254 NCalls = 604 -VariableMetric: Iteration # 38 - FCN = 297114.3995234 Edm = 1.08589 NCalls = 607 -VariableMetric: Iteration # 39 - FCN = 297105.2075068 Edm = 0.946152 NCalls = 611 -VariableMetric: Iteration # 40 - FCN = 297103.9352455 Edm = 0.433498 NCalls = 613 -VariableMetric: Iteration # 41 - FCN = 297102.6278613 Edm = 0.785448 NCalls = 616 -VariableMetric: Iteration # 42 - FCN = 297097.796707 Edm = 0.881031 NCalls = 619 -VariableMetric: Iteration # 43 - FCN = 297096.7080535 Edm = 0.2516 NCalls = 621 -VariableMetric: Iteration # 44 - FCN = 297096.3033331 Edm = 0.152963 NCalls = 623 -VariableMetric: Iteration # 45 - FCN = 297095.0722691 Edm = 0.546457 NCalls = 626 -VariableMetric: Iteration # 46 - FCN = 297094.0362422 Edm = 0.0816337 NCalls = 628 -VariableMetric: Iteration # 47 - FCN = 297093.6227134 Edm = 0.247492 NCalls = 630 -VariableMetric: Iteration # 48 - FCN = 297090.1614802 Edm = 1.52425 NCalls = 633 -VariableMetric: Iteration # 49 - FCN = 297087.8635663 Edm = 0.467063 NCalls = 635 -VariableMetric: Iteration # 50 - FCN = 297085.5929672 Edm = 2.43122 NCalls = 637 -VariableMetric: Iteration # 51 - FCN = 297068.7270305 Edm = 10.2285 NCalls = 642 -VariableMetric: Iteration # 52 - FCN = 297060.0995694 Edm = 4.46699 NCalls = 645 -VariableMetric: Iteration # 53 - FCN = 297056.0876219 Edm = 0.880644 NCalls = 647 -VariableMetric: Iteration # 54 - FCN = 297055.2553028 Edm = 0.387104 NCalls = 649 -VariableMetric: Iteration # 55 - FCN = 297054.4083861 Edm = 0.280329 NCalls = 651 -VariableMetric: Iteration # 56 - FCN = 297053.7857043 Edm = 0.722245 NCalls = 653 -VariableMetric: Iteration # 57 - FCN = 297052.0393374 Edm = 1.26529 NCalls = 656 -VariableMetric: Iteration # 58 - FCN = 297048.896831 Edm = 2.12525 NCalls = 659 -VariableMetric: Iteration # 59 - FCN = 297047.0781107 Edm = 1.43787 NCalls = 661 -VariableMetric: Iteration # 60 - FCN = 297045.1645926 Edm = 0.266691 NCalls = 664 -VariableMetric: Iteration # 61 - FCN = 297044.8185358 Edm = 0.0953557 NCalls = 666 -VariableMetric: Iteration # 62 - FCN = 297044.0686552 Edm = 0.61705 NCalls = 669 -VariableMetric: Iteration # 63 - FCN = 297041.6254836 Edm = 1.0196 NCalls = 672 -VariableMetric: Iteration # 64 - FCN = 297041.0047997 Edm = 0.221299 NCalls = 674 -VariableMetric: Iteration # 65 - FCN = 297040.6736132 Edm = 0.151664 NCalls = 676 -VariableMetric: Iteration # 66 - FCN = 297039.7761275 Edm = 0.547383 NCalls = 679 -VariableMetric: Iteration # 67 - FCN = 297038.2092602 Edm = 0.525798 NCalls = 681 -VariableMetric: Iteration # 68 - FCN = 297037.6125284 Edm = 0.367886 NCalls = 683 -VariableMetric: Iteration # 69 - FCN = 297037.1461138 Edm = 0.207378 NCalls = 685 -VariableMetric: Iteration # 70 - FCN = 297036.8823354 Edm = 0.0531189 NCalls = 687 -VariableMetric: Iteration # 71 - FCN = 297036.8176945 Edm = 0.00660601 NCalls = 689 -VariableMetric: Iteration # 72 - FCN = 297036.7962389 Edm = 0.0163537 NCalls = 691 -VariableMetric: Iteration # 73 - FCN = 297036.5357977 Edm = 0.182308 NCalls = 696 -VariableMetric: Iteration # 74 - FCN = 297035.339894 Edm = 0.265648 NCalls = 699 -VariableMetric: Iteration # 75 - FCN = 297035.1415599 Edm = 0.0943256 NCalls = 701 -VariableMetric: Iteration # 76 - FCN = 297035.0809071 Edm = 0.010998 NCalls = 703 -VariableMetric: Iteration # 77 - FCN = 297035.0145099 Edm = 0.0526129 NCalls = 706 -VariableMetric: Iteration # 78 - FCN = 297034.7304022 Edm = 0.0646802 NCalls = 709 -VariableMetric: Iteration # 79 - FCN = 297034.565598 Edm = 0.056951 NCalls = 711 -VariableMetric: Iteration # 80 - FCN = 297034.4436787 Edm = 0.031957 NCalls = 713 -VariableMetric: Iteration # 81 - FCN = 297034.4124644 Edm = 0.00935418 NCalls = 715 -VariableMetric: Iteration # 82 - FCN = 297034.3524873 Edm = 0.0503646 NCalls = 718 -VariableMetric: Iteration # 83 - FCN = 297033.411872 Edm = 0.757073 NCalls = 722 -VariableMetric: Iteration # 84 - FCN = 297033.3254291 Edm = 0.227436 NCalls = 725 -VariableMetric: Iteration # 85 - FCN = 297033.0722021 Edm = 0.270207 NCalls = 727 -VariableMetric: Iteration # 86 - FCN = 297031.9951552 Edm = 1.15866 NCalls = 732 -VariableMetric: Iteration # 87 - FCN = 297031.937064 Edm = 0.0624165 NCalls = 734 -VariableMetric: Iteration # 88 - FCN = 297031.6146594 Edm = 0.265468 NCalls = 737 -VariableMetric: Iteration # 89 - FCN = 297029.9048712 Edm = 1.7574 NCalls = 741 -VariableMetric: Iteration # 90 - FCN = 297025.0502544 Edm = 2.90761 NCalls = 746 -VariableMetric: Iteration # 91 - FCN = 297022.5434966 Edm = 1.93091 NCalls = 748 -VariableMetric: Iteration # 92 - FCN = 297021.8619189 Edm = 0.49774 NCalls = 750 -VariableMetric: Iteration # 93 - FCN = 297021.5546294 Edm = 0.371317 NCalls = 752 -VariableMetric: Iteration # 94 - FCN = 297021.4151525 Edm = 0.0714814 NCalls = 754 -VariableMetric: Iteration # 95 - FCN = 297021.2964637 Edm = 0.0602627 NCalls = 756 -VariableMetric: Iteration # 96 - FCN = 297021.2234797 Edm = 0.0120626 NCalls = 758 -VariableMetric: Iteration # 97 - FCN = 297021.2063796 Edm = 0.00700636 NCalls = 760 -VariableMetric: Iteration # 98 - FCN = 297021.1785099 Edm = 0.0126569 NCalls = 763 -VariableMetric: Iteration # 99 - FCN = 297021.0775175 Edm = 0.0766478 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297020.5353588 Edm = 0.293804 NCalls = 770 -VariableMetric: Iteration # 101 - FCN = 297019.9281202 Edm = 0.0752461 NCalls = 772 -VariableMetric: Iteration # 102 - FCN = 297019.8470608 Edm = 0.0121644 NCalls = 773 -VariableMetric: Iteration # 103 - FCN = 297019.8373228 Edm = 0.00248088 NCalls = 775 -VariableMetric: Iteration # 104 - FCN = 297019.8350545 Edm = 0.000686229 NCalls = 777 -VariableMetric: Iteration # 105 - FCN = 297019.8330342 Edm = 0.00107354 NCalls = 779 -VariableMetric: Iteration # 106 - FCN = 297019.8227019 Edm = 0.00929417 NCalls = 782 -VariableMetric: Iteration # 107 - FCN = 297019.6836355 Edm = 0.0763765 NCalls = 789 -VariableMetric: Iteration # 108 - FCN = 297019.5593299 Edm = 0.0527265 NCalls = 791 -VariableMetric: Iteration # 109 - FCN = 297019.4866577 Edm = 0.0218658 NCalls = 793 -VariableMetric: Iteration # 110 - FCN = 297019.4558827 Edm = 0.0927226 NCalls = 796 -VariableMetric: Iteration # 111 - FCN = 297019.4226961 Edm = 0.0135181 NCalls = 798 -VariableMetric: Iteration # 112 - FCN = 297019.4033192 Edm = 0.00466478 NCalls = 801 -VariableMetric: Iteration # 113 - FCN = 297019.3985176 Edm = 0.00248511 NCalls = 803 -VariableMetric: Iteration # 114 - FCN = 297019.3924758 Edm = 0.00314531 NCalls = 806 -VariableMetric: Iteration # 115 - FCN = 297019.3766594 Edm = 0.0143536 NCalls = 809 -VariableMetric: Iteration # 116 - FCN = 297019.3099162 Edm = 0.060146 NCalls = 815 -VariableMetric: Iteration # 117 - FCN = 297019.3066354 Edm = 0.00683256 NCalls = 817 -VariableMetric: Iteration # 118 - FCN = 297019.2160865 Edm = 0.0811916 NCalls = 822 -VariableMetric: Iteration # 119 - FCN = 297018.6204013 Edm = 0.229168 NCalls = 826 -VariableMetric: Iteration # 120 - FCN = 297018.3652454 Edm = 0.193913 NCalls = 828 -VariableMetric: Iteration # 121 - FCN = 297018.1699916 Edm = 0.0716781 NCalls = 831 -VariableMetric: Iteration # 122 - FCN = 297018.0761946 Edm = 0.0210955 NCalls = 833 -VariableMetric: Iteration # 123 - FCN = 297018.0529172 Edm = 0.0308246 NCalls = 835 -VariableMetric: Iteration # 124 - FCN = 297017.9778953 Edm = 0.0227046 NCalls = 839 -VariableMetric: Iteration # 125 - FCN = 297017.9551652 Edm = 0.0101093 NCalls = 840 -VariableMetric: Iteration # 126 - FCN = 297017.9502159 Edm = 0.00371932 NCalls = 842 -VariableMetric: Iteration # 127 - FCN = 297017.9454207 Edm = 0.00465336 NCalls = 844 -VariableMetric: Iteration # 128 - FCN = 297017.8999012 Edm = 0.0350802 NCalls = 849 -VariableMetric: Iteration # 129 - FCN = 297017.7760022 Edm = 0.03773 NCalls = 851 -VariableMetric: Iteration # 130 - FCN = 297017.6986029 Edm = 0.03603 NCalls = 853 -VariableMetric: Iteration # 131 - FCN = 297017.651407 Edm = 0.041684 NCalls = 855 -VariableMetric: Iteration # 132 - FCN = 297017.4020128 Edm = 0.211013 NCalls = 858 -VariableMetric: Iteration # 133 - FCN = 297017.0880043 Edm = 0.205564 NCalls = 862 -VariableMetric: Iteration # 134 - FCN = 297016.8602176 Edm = 0.0327764 NCalls = 864 -VariableMetric: Iteration # 135 - FCN = 297016.8277323 Edm = 0.0200699 NCalls = 865 -VariableMetric: Iteration # 136 - FCN = 297016.8106315 Edm = 0.0104537 NCalls = 867 -VariableMetric: Iteration # 137 - FCN = 297016.7998665 Edm = 0.00196354 NCalls = 869 -VariableMetric: Iteration # 138 - FCN = 297016.7961232 Edm = 0.00147833 NCalls = 871 -VariableMetric: Iteration # 139 - FCN = 297016.7928858 Edm = 0.00044677 NCalls = 874 -VariableMetric: Iteration # 140 - FCN = 297016.7923279 Edm = 0.000151699 NCalls = 876 -VariableMetric: Iteration # 141 - FCN = 297016.7918571 Edm = 0.000363676 NCalls = 878 -VariableMetric: Iteration # 142 - FCN = 297016.7879757 Edm = 0.00403177 NCalls = 882 -VariableMetric: Iteration # 143 - FCN = 297016.7549354 Edm = 0.026994 NCalls = 890 -VariableMetric: Iteration # 144 - FCN = 297016.7186106 Edm = 0.0121166 NCalls = 893 -VariableMetric: Iteration # 145 - FCN = 297016.7068903 Edm = 0.00112672 NCalls = 895 -VariableMetric: Iteration # 146 - FCN = 297016.7054217 Edm = 0.00160008 NCalls = 898 -VariableMetric: Iteration # 147 - FCN = 297016.7035069 Edm = 0.0011996 NCalls = 900 -VariableMetric: Iteration # 148 - FCN = 297016.7017956 Edm = 0.000245122 NCalls = 902 -VariableMetric: Iteration # 149 - FCN = 297016.7015168 Edm = 4.45372e-05 NCalls = 904 -VariableMetric: After Hessian - FCN = 297016.7015168 Edm = 0.186937 NCalls = 1391 -VariableMetric: Iteration # 150 - FCN = 297016.7015168 Edm = 0.186937 NCalls = 1391 -VariableMetric: Iteration # 151 - FCN = 297016.6603549 Edm = 0.111331 NCalls = 1393 -VariableMetric: Iteration # 152 - FCN = 297016.6298307 Edm = 0.0318064 NCalls = 1395 -VariableMetric: Iteration # 153 - FCN = 297016.6097727 Edm = 0.00712709 NCalls = 1397 -VariableMetric: Iteration # 154 - FCN = 297016.60308 Edm = 0.0152541 NCalls = 1399 -VariableMetric: Iteration # 155 - FCN = 297016.5983313 Edm = 0.00177574 NCalls = 1401 -VariableMetric: Iteration # 156 - FCN = 297016.5954416 Edm = 0.00041023 NCalls = 1403 -VariableMetric: Iteration # 157 - FCN = 297016.5949687 Edm = 0.000180306 NCalls = 1405 -VariableMetric: Iteration # 158 - FCN = 297016.5948051 Edm = 5.1291e-05 NCalls = 1407 -VariableMetric: After Hessian - FCN = 297016.5948051 Edm = 0.00077566 NCalls = 1898 -VariableMetric: Iteration # 159 - FCN = 297016.5948051 Edm = 0.00077566 NCalls = 1898 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 350584.6071947 Edm = 715.224 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 350584.6071947 Edm = 715.224 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 326760.4203865 Edm = 162.831 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 303405.3227805 Edm = 34.1236 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 302938.0548528 Edm = 5.0857 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 302931.7392145 Edm = 1.65738 NCalls = 13 -VariableMetric: Iteration # 5 - FCN = 302908.7710795 Edm = 28.1313 NCalls = 17 -VariableMetric: Iteration # 6 - FCN = 302710.385023 Edm = 123.907 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 301748.7355205 Edm = 70.1976 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 301700.4490798 Edm = 1.6844 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 301699.1803022 Edm = 0.502852 NCalls = 31 -VariableMetric: Iteration # 10 - FCN = 301693.5755768 Edm = 3.83459 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 299630.7740184 Edm = 2432.83 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 299619.1566121 Edm = 3.05116 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 299564.7253719 Edm = 57.5412 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 299427.968209 Edm = 118.254 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 298705.8419772 Edm = 483.841 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297864.1283126 Edm = 53.9574 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297697.2799293 Edm = 3.03041 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297693.8273348 Edm = 0.616207 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297693.0565857 Edm = 0.0514259 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297692.682989 Edm = 0.295723 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297425.6885901 Edm = 19.8908 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297398.9418901 Edm = 1.56498 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297397.1202632 Edm = 0.583916 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297394.6070768 Edm = 0.372615 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297394.0417672 Edm = 0.062328 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297393.9535718 Edm = 0.0499817 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297393.1713063 Edm = 0.728003 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297337.9231601 Edm = 25.9012 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297307.1187045 Edm = 4.92293 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297303.98966 Edm = 0.203377 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297303.8026024 Edm = 0.0184294 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297303.6361207 Edm = 0.15047 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297280.7009586 Edm = 12.875 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297237.1701667 Edm = 3.71403 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297232.5053951 Edm = 0.243344 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297232.2485868 Edm = 0.0198097 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297232.1911084 Edm = 0.0304774 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297230.1602966 Edm = 2.00386 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297207.9436274 Edm = 13.0684 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297189.7918473 Edm = 5.42137 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297184.2232299 Edm = 3.25127 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297179.6044451 Edm = 1.40985 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297177.5081241 Edm = 0.0903138 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297177.4083487 Edm = 0.00276133 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297177.4045467 Edm = 0.00180645 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297177.3952061 Edm = 0.0104883 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297176.0715741 Edm = 0.579371 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297170.5221354 Edm = 3.06715 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297162.873153 Edm = 1.39991 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297161.5356408 Edm = 0.540308 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297161.0771649 Edm = 0.158445 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297160.8343795 Edm = 0.00915897 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297160.8229841 Edm = 0.00260638 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297160.8148278 Edm = 0.00257568 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297160.8078391 Edm = 0.00277825 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297160.7638146 Edm = 0.0363428 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297159.0170672 Edm = 1.83653 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297148.6320111 Edm = 39.5942 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297148.5791038 Edm = 0.113636 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297148.4780438 Edm = 0.163081 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297146.8281629 Edm = 1.82202 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297135.3880768 Edm = 3.74525 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297132.7890466 Edm = 2.66213 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297130.9068396 Edm = 0.595646 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297130.5742296 Edm = 0.0405497 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297130.5261343 Edm = 0.0199622 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297130.5134798 Edm = 0.00422724 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297130.5081855 Edm = 0.002112 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297130.5042615 Edm = 0.00218025 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297130.3095024 Edm = 0.18789 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297115.9548856 Edm = 4.78525 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297109.5194903 Edm = 0.800721 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297108.8209233 Edm = 0.0948558 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297108.7046715 Edm = 0.0103166 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297108.6863608 Edm = 0.00194538 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297108.6834004 Edm = 0.000432023 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297108.6759625 Edm = 0.00793513 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297108.361469 Edm = 0.334059 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297105.7271408 Edm = 2.3167 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297103.7342012 Edm = 2.0835 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297101.123369 Edm = 0.570083 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297100.4929195 Edm = 0.086327 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297100.3618672 Edm = 0.0180954 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297100.3433228 Edm = 0.00150382 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297100.3413854 Edm = 0.00068455 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297100.3318875 Edm = 0.00894281 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297100.1734194 Edm = 0.16841 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297098.5292608 Edm = 1.24771 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297095.5881755 Edm = 0.398221 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297095.0574724 Edm = 0.0376133 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297094.9985267 Edm = 0.0279482 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297094.9733896 Edm = 0.0107358 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297094.9611493 Edm = 0.00164836 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297094.959346 Edm = 0.0002242 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297094.9590674 Edm = 7.16471e-05 NCalls = 301 -VariableMetric: After Hessian - FCN = 297094.9590674 Edm = 5.47703 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297094.9590674 Edm = 5.47703 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297094.3837609 Edm = 1.95543 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297092.8881295 Edm = 11.3784 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297091.4626639 Edm = 3.70518 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297090.7168815 Edm = 1.64159 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297090.246478 Edm = 0.280948 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297089.7163498 Edm = 0.256558 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297089.4424472 Edm = 0.162841 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297089.2745426 Edm = 0.174803 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297089.0082729 Edm = 0.116338 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297088.4834115 Edm = 1.33288 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297087.9886701 Edm = 1.12766 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297087.899342 Edm = 0.213913 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297087.6138195 Edm = 1.57427 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297086.8888795 Edm = 0.683774 NCalls = 814 -VariableMetric: Iteration # 111 - FCN = 297086.1243423 Edm = 0.571144 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297085.8301501 Edm = 0.197656 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297085.693013 Edm = 0.101847 NCalls = 822 -VariableMetric: Iteration # 114 - FCN = 297085.6119818 Edm = 0.0366209 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297085.4770958 Edm = 0.0789877 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297085.3088445 Edm = 0.0632799 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297085.2277328 Edm = 0.0243622 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297085.146162 Edm = 0.0238735 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297085.0984801 Edm = 0.00855209 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297085.0795268 Edm = 0.00615381 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297085.059182 Edm = 0.0114299 NCalls = 840 -VariableMetric: Iteration # 122 - FCN = 297085.0318164 Edm = 0.0131128 NCalls = 842 -VariableMetric: Iteration # 123 - FCN = 297085.0000371 Edm = 0.0194602 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297084.989928 Edm = 0.00895291 NCalls = 847 -VariableMetric: Iteration # 125 - FCN = 297084.9730087 Edm = 0.00869034 NCalls = 850 -VariableMetric: Iteration # 126 - FCN = 297084.9266124 Edm = 0.0225675 NCalls = 853 -VariableMetric: Iteration # 127 - FCN = 297084.8681523 Edm = 0.0258972 NCalls = 856 -VariableMetric: Iteration # 128 - FCN = 297084.8564416 Edm = 0.0142865 NCalls = 858 -VariableMetric: Iteration # 129 - FCN = 297084.8281701 Edm = 0.0164149 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297084.803396 Edm = 0.0109691 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297084.7855071 Edm = 0.00430264 NCalls = 866 -VariableMetric: Iteration # 132 - FCN = 297084.7783745 Edm = 0.00171119 NCalls = 868 -VariableMetric: Iteration # 133 - FCN = 297084.7748321 Edm = 0.00270996 NCalls = 871 -VariableMetric: Iteration # 134 - FCN = 297084.7708768 Edm = 0.00134193 NCalls = 873 -VariableMetric: Iteration # 135 - FCN = 297084.7677797 Edm = 0.00118285 NCalls = 875 -VariableMetric: Iteration # 136 - FCN = 297084.7646986 Edm = 0.000733143 NCalls = 877 -VariableMetric: Iteration # 137 - FCN = 297084.7631348 Edm = 0.000702629 NCalls = 879 -VariableMetric: Iteration # 138 - FCN = 297084.7614652 Edm = 0.000790867 NCalls = 881 -VariableMetric: Iteration # 139 - FCN = 297084.7600928 Edm = 0.00010648 NCalls = 883 -VariableMetric: Iteration # 140 - FCN = 297084.7599375 Edm = 2.73375e-05 NCalls = 885 -VariableMetric: After Hessian - FCN = 297084.7599375 Edm = 0.00280097 NCalls = 1366 -VariableMetric: Iteration # 141 - FCN = 297084.7599375 Edm = 0.00280097 NCalls = 1366 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309469.0966076 Edm = 712.92 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309469.0966076 Edm = 712.92 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300051.6437711 Edm = 2.51783 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300034.4669795 Edm = 7.73454 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 298346.6543696 Edm = 1.63982 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298341.1417687 Edm = 2.71738 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298169.1007945 Edm = 76.062 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297875.1784941 Edm = 2.3168 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297874.3131071 Edm = 0.242023 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297873.330798 Edm = 0.715366 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297792.3864343 Edm = 20.5163 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297774.2899203 Edm = 0.211859 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297774.078175 Edm = 0.0295462 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297769.4766971 Edm = 4.39245 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297596.6750306 Edm = 35.703 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297492.321837 Edm = 12.9167 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297473.8691503 Edm = 1.8507 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297472.9806629 Edm = 0.335487 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297472.4428905 Edm = 0.0156591 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297472.4193341 Edm = 0.00795496 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297471.7388706 Edm = 0.85621 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297471.6891822 Edm = 0.0398724 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297471.1814461 Edm = 0.445846 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297450.1810636 Edm = 4.32673 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297443.6673449 Edm = 0.201914 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297443.464067 Edm = 0.012815 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297443.4523559 Edm = 0.00245019 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297443.428351 Edm = 0.0222242 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297440.2966147 Edm = 0.537393 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297432.4006352 Edm = 5.05746 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297418.7212968 Edm = 7.6146 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297412.9115568 Edm = 3.87399 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297410.3729484 Edm = 0.721648 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297409.8649973 Edm = 0.0748446 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297409.7622427 Edm = 0.00329351 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297409.7555943 Edm = 0.00290726 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297409.6711116 Edm = 0.0905878 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297408.2462945 Edm = 2.18932 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297408.1574652 Edm = 0.0837847 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297397.3634035 Edm = 7.24835 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297389.8986538 Edm = 8.77941 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297387.6245911 Edm = 0.858974 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297386.7565179 Edm = 0.246258 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297386.5999991 Edm = 0.0211711 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297386.578788 Edm = 0.00424311 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297386.5722238 Edm = 0.00736357 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297386.4990501 Edm = 0.104827 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297386.2977607 Edm = 0.189777 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297378.0950359 Edm = 7.80566 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297373.0284228 Edm = 3.09061 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297367.9020417 Edm = 0.159565 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297367.7459407 Edm = 0.0102201 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297367.7340457 Edm = 0.000962618 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297367.7323744 Edm = 0.00068604 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297367.7298354 Edm = 0.00155541 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297367.7175919 Edm = 0.00989535 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297366.5115441 Edm = 0.798436 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297363.4286395 Edm = 0.192792 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297363.2342899 Edm = 0.00356665 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297363.2309831 Edm = 0.000201217 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297363.2306681 Edm = 0.000151376 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297363.2258706 Edm = 0.00510578 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297363.1435024 Edm = 0.0685876 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297362.0778646 Edm = 0.0355988 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297362.0438287 Edm = 0.00083979 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297362.0431044 Edm = 6.19636e-05 NCalls = 200 -VariableMetric: After Hessian - FCN = 297362.0431044 Edm = 99.1487 NCalls = 681 -VariableMetric: Iteration # 65 - FCN = 297362.0431044 Edm = 99.1487 NCalls = 681 -VariableMetric: Iteration # 66 - FCN = 297361.7986219 Edm = 131.362 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297361.7954 Edm = 2549 NCalls = 690 -VariableMetric: Iteration # 68 - FCN = 297361.7849121 Edm = 549.422 NCalls = 694 -VariableMetric: Iteration # 69 - FCN = 297361.6997413 Edm = 402.292 NCalls = 698 -VariableMetric: Iteration # 70 - FCN = 297361.6758801 Edm = 139.605 NCalls = 702 -VariableMetric: Iteration # 71 - FCN = 297361.5444521 Edm = 114.723 NCalls = 705 -VariableMetric: Iteration # 72 - FCN = 297361.1879607 Edm = 161.183 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297360.928961 Edm = 153.77 NCalls = 711 -VariableMetric: Iteration # 74 - FCN = 297360.458867 Edm = 110.708 NCalls = 714 -VariableMetric: Iteration # 75 - FCN = 297360.0737342 Edm = 182.538 NCalls = 717 -VariableMetric: Iteration # 76 - FCN = 297359.6634321 Edm = 599.648 NCalls = 719 -VariableMetric: Iteration # 77 - FCN = 297359.4279511 Edm = 21.5793 NCalls = 722 -VariableMetric: Iteration # 78 - FCN = 297358.7570383 Edm = 9.14277 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297358.7053602 Edm = 7.66184 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297358.5192893 Edm = 4.56559 NCalls = 729 -VariableMetric: Iteration # 81 - FCN = 297358.2253459 Edm = 9.45875 NCalls = 731 -VariableMetric: Iteration # 82 - FCN = 297357.8824066 Edm = 2.65192 NCalls = 733 -VariableMetric: Iteration # 83 - FCN = 297357.767882 Edm = 1.95714 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297357.5364313 Edm = 1.41979 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297357.3497452 Edm = 0.145967 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297357.3322945 Edm = 0.0871733 NCalls = 741 -VariableMetric: Iteration # 87 - FCN = 297357.2949737 Edm = 0.274792 NCalls = 743 -VariableMetric: Iteration # 88 - FCN = 297357.2685051 Edm = 0.0352019 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297357.2562918 Edm = 0.043755 NCalls = 747 -VariableMetric: Iteration # 90 - FCN = 297357.2438971 Edm = 0.0179537 NCalls = 749 -VariableMetric: Iteration # 91 - FCN = 297357.230919 Edm = 0.00875798 NCalls = 752 -VariableMetric: Iteration # 92 - FCN = 297357.2267076 Edm = 0.00186362 NCalls = 753 -VariableMetric: Iteration # 93 - FCN = 297357.2251675 Edm = 0.000450708 NCalls = 755 -VariableMetric: Iteration # 94 - FCN = 297357.2241149 Edm = 0.000498688 NCalls = 757 -VariableMetric: Iteration # 95 - FCN = 297357.2231431 Edm = 0.00015848 NCalls = 759 -VariableMetric: Iteration # 96 - FCN = 297357.2228778 Edm = 0.000137348 NCalls = 761 -VariableMetric: Iteration # 97 - FCN = 297357.2220827 Edm = 0.000370051 NCalls = 765 -VariableMetric: Iteration # 98 - FCN = 297357.2215415 Edm = 0.000394623 NCalls = 768 -VariableMetric: Iteration # 99 - FCN = 297357.2211631 Edm = 0.000163951 NCalls = 770 -VariableMetric: Iteration # 100 - FCN = 297357.2208165 Edm = 0.000211794 NCalls = 773 -VariableMetric: Iteration # 101 - FCN = 297357.2204105 Edm = 0.000219846 NCalls = 776 -VariableMetric: Iteration # 102 - FCN = 297357.2201972 Edm = 0.000194441 NCalls = 779 -VariableMetric: Iteration # 103 - FCN = 297357.2199581 Edm = 6.25907e-05 NCalls = 781 -VariableMetric: Iteration # 104 - FCN = 297357.2198708 Edm = 9.55083e-05 NCalls = 784 -VariableMetric: Iteration # 105 - FCN = 297357.2197782 Edm = 2.30059e-05 NCalls = 786 -VariableMetric: After Hessian - FCN = 297357.2197782 Edm = 2.01947e-05 NCalls = 1277 -VariableMetric: Iteration # 106 - FCN = 297357.2197782 Edm = 2.01947e-05 NCalls = 1277 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331501.1881736 Edm = 755.564 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331501.1881736 Edm = 755.564 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305232.1235053 Edm = 15.0326 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301168.7624293 Edm = 2.68455 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 301166.3623221 Edm = 43.4702 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 297885.7904079 Edm = 94.9779 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 297762.5733801 Edm = 10.0913 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 297757.4612691 Edm = 0.223146 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 297757.1028296 Edm = 0.263846 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297685.2453845 Edm = 9.94263 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 297672.1971725 Edm = 0.0673856 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297672.0505177 Edm = 0.0694655 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297568.2493781 Edm = 29.7906 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 297488.0013438 Edm = 63.1868 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297447.285521 Edm = 12.9842 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297438.8970596 Edm = 0.75717 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297438.1950956 Edm = 0.0427498 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297438.0955972 Edm = 0.0867278 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297436.0272264 Edm = 1.89358 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297370.1052362 Edm = 3.34114 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297366.6808648 Edm = 0.0534498 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297366.6356608 Edm = 0.0140958 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297366.5626462 Edm = 0.0648631 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297354.2838302 Edm = 4.76488 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297328.7262246 Edm = 5.81279 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297321.2893581 Edm = 0.280932 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297320.7277888 Edm = 0.0212813 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297320.6919447 Edm = 0.00543596 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297320.663454 Edm = 0.0179949 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297320.3035802 Edm = 0.157017 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297318.7056471 Edm = 0.805132 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297310.1894012 Edm = 1.68926 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297308.3562234 Edm = 0.20811 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297308.2488911 Edm = 0.0133498 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297308.2353322 Edm = 0.00399887 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297308.185056 Edm = 0.0437967 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297305.951052 Edm = 1.94885 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297279.5562453 Edm = 7.53044 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297272.6302285 Edm = 1.02666 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297271.5431463 Edm = 0.643286 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297269.9524796 Edm = 0.348755 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297269.6231473 Edm = 0.0460157 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297269.5857948 Edm = 0.00349105 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297269.5789156 Edm = 0.00152618 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297269.5767137 Edm = 0.000724742 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297269.5666305 Edm = 0.00879942 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297269.0880122 Edm = 0.317694 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297264.7003932 Edm = 1.00855 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297263.1533902 Edm = 0.264441 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297262.8839611 Edm = 0.0189376 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297262.8612459 Edm = 0.00201113 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297262.8573544 Edm = 0.000429182 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297262.8566653 Edm = 0.000253497 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297262.8502786 Edm = 0.00572039 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297262.3381661 Edm = 0.507899 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297259.9876801 Edm = 1.00351 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297259.3804518 Edm = 0.176732 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297259.0907032 Edm = 0.0561246 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297259.0139255 Edm = 0.00715069 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297259.0052262 Edm = 0.000529502 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297259.0044756 Edm = 0.000206079 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297259.0011666 Edm = 0.00347587 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297258.9228246 Edm = 0.128103 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297258.9220974 Edm = 0.000309704 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297258.9039027 Edm = 0.0213677 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297258.6349031 Edm = 0.120747 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297255.9947444 Edm = 2.25288 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297248.6401341 Edm = 8.06855 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297246.5388456 Edm = 0.914893 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297245.6377208 Edm = 0.420617 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297245.4108465 Edm = 0.213183 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297245.143914 Edm = 0.0624532 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297245.0783746 Edm = 0.00720907 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297245.0716928 Edm = 0.000742964 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297245.0701463 Edm = 0.000660242 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297245.0677196 Edm = 0.00139777 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297245.0588219 Edm = 0.00846789 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297244.5421817 Edm = 0.468429 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297241.6356315 Edm = 0.844354 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297241.0633579 Edm = 0.247476 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297240.7750692 Edm = 0.075365 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297240.6458531 Edm = 0.0120379 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297240.6305997 Edm = 0.00189826 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297240.628994 Edm = 0.000422999 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297240.6286711 Edm = 7.05643e-05 NCalls = 259 -VariableMetric: After Hessian - FCN = 297240.6286711 Edm = 175.934 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297240.6286711 Edm = 175.934 NCalls = 740 -VariableMetric: Iteration # 85 - FCN = 297238.8689401 Edm = 1.81522 NCalls = 749 -VariableMetric: Iteration # 86 - FCN = 297237.2749832 Edm = 2.5524 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297236.3812961 Edm = 0.460789 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297236.0938621 Edm = 0.400917 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297235.8118795 Edm = 0.18463 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297235.5542236 Edm = 0.0891761 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297235.4207992 Edm = 0.0672796 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297235.26469 Edm = 0.0740245 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297235.1270257 Edm = 0.0620576 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297234.9462934 Edm = 0.0515902 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297234.8737945 Edm = 0.0316454 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297234.7957454 Edm = 0.0369019 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297234.674067 Edm = 0.117502 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297234.5312275 Edm = 0.0956159 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297234.1694737 Edm = 0.0993631 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297233.9460877 Edm = 0.0348811 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297233.9080573 Edm = 0.0188546 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297233.8900935 Edm = 0.0113691 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297233.8749393 Edm = 0.00396489 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297233.8699035 Edm = 0.001407 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297233.8656802 Edm = 0.00104526 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297233.8623571 Edm = 0.00148593 NCalls = 794 -VariableMetric: Iteration # 107 - FCN = 297233.8582095 Edm = 0.00104572 NCalls = 796 -VariableMetric: Iteration # 108 - FCN = 297233.8546625 Edm = 0.0018993 NCalls = 798 -VariableMetric: Iteration # 109 - FCN = 297233.8495236 Edm = 0.00205673 NCalls = 800 -VariableMetric: Iteration # 110 - FCN = 297233.844245 Edm = 0.00237145 NCalls = 803 -VariableMetric: Iteration # 111 - FCN = 297233.8425784 Edm = 0.000621286 NCalls = 805 -VariableMetric: Iteration # 112 - FCN = 297233.8418761 Edm = 9.82179e-05 NCalls = 807 -VariableMetric: Iteration # 113 - FCN = 297233.8417244 Edm = 1.1769e-05 NCalls = 809 -VariableMetric: After Hessian - FCN = 297233.8417244 Edm = 1.54722e-05 NCalls = 1296 -VariableMetric: Iteration # 114 - FCN = 297233.8417244 Edm = 1.54722e-05 NCalls = 1296 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318975.9868807 Edm = 71.3066 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318975.9868807 Edm = 71.3066 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298483.9438663 Edm = 6.98518 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298371.3021466 Edm = 803.491 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298229.6074321 Edm = 2.752 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298220.488614 Edm = 10.8876 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297712.6299804 Edm = 153.267 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297466.0967361 Edm = 2.46869 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297464.5222454 Edm = 0.140093 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297464.4019686 Edm = 0.0276197 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297430.3398729 Edm = 0.262144 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297420.2455378 Edm = 0.0500468 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297420.1737267 Edm = 0.0362042 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297401.3339201 Edm = 12.0388 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297342.2314968 Edm = 1.4548 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297340.610045 Edm = 0.233364 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297340.3966824 Edm = 0.0448993 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297340.2407771 Edm = 0.1141 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297306.6104747 Edm = 38.3937 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297305.9944355 Edm = 0.546291 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297298.2338002 Edm = 5.5233 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297278.4644954 Edm = 5.24295 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297250.199573 Edm = 7.09056 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297246.1528605 Edm = 2.4752 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297243.9981675 Edm = 0.0952275 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297243.8546085 Edm = 0.017612 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297243.6814451 Edm = 0.176523 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297238.8908201 Edm = 5.60707 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297238.8202419 Edm = 0.0532967 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297236.1423113 Edm = 2.29441 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297219.483724 Edm = 6.76475 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297209.2729055 Edm = 19.5213 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297191.3015271 Edm = 5.96107 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297182.3912709 Edm = 1.36323 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297181.3880208 Edm = 0.7738 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297180.8075106 Edm = 0.0947487 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297180.7143285 Edm = 0.011955 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297180.6843563 Edm = 0.0165816 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297179.0174712 Edm = 1.53233 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297164.6181567 Edm = 1.22969 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297163.770001 Edm = 0.186998 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297163.5062094 Edm = 0.0369263 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297163.4743491 Edm = 0.00341816 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297163.4683064 Edm = 0.002564 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297163.2683222 Edm = 0.156496 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297161.4367423 Edm = 0.872238 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297157.5983577 Edm = 2.68498 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297155.8148322 Edm = 0.83592 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297154.7798791 Edm = 0.104355 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297154.5968469 Edm = 0.104613 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297154.4931108 Edm = 0.0289575 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297154.4552741 Edm = 0.0090521 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297154.442011 Edm = 0.00672333 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297154.415766 Edm = 0.0242684 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297154.3422108 Edm = 0.0676879 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297153.672856 Edm = 0.740568 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297152.2001458 Edm = 0.893379 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297152.1253547 Edm = 0.107722 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297150.5971758 Edm = 1.15734 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297146.0477497 Edm = 0.687418 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297143.4593949 Edm = 0.439964 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297142.6964993 Edm = 0.0605437 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297142.555047 Edm = 0.0609792 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297142.3888745 Edm = 0.0267537 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297142.3618296 Edm = 0.0010036 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297142.3603136 Edm = 0.000461634 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297142.3565673 Edm = 0.00218368 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297142.3157122 Edm = 0.0169115 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297142.2219672 Edm = 0.059548 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297140.3455565 Edm = 0.71417 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297139.7249648 Edm = 0.468195 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297139.3647866 Edm = 0.133862 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297138.928677 Edm = 0.261516 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297138.5585196 Edm = 0.181504 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297138.3648479 Edm = 0.102087 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297138.2170087 Edm = 0.0707564 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297138.1057156 Edm = 0.0476394 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297138.0725066 Edm = 0.0104161 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297138.0616398 Edm = 0.00394339 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297138.0589781 Edm = 0.000894452 NCalls = 239 -VariableMetric: Iteration # 79 - FCN = 297138.0575135 Edm = 0.000250932 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297138.0570577 Edm = 0.000107387 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297138.0567948 Edm = 0.000175401 NCalls = 245 -VariableMetric: Iteration # 82 - FCN = 297138.0551252 Edm = 0.00149948 NCalls = 249 -VariableMetric: Iteration # 83 - FCN = 297137.9414895 Edm = 0.0982285 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297137.5168759 Edm = 0.0408419 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297137.4715194 Edm = 0.00463924 NCalls = 257 -VariableMetric: Iteration # 86 - FCN = 297137.4665556 Edm = 0.000156734 NCalls = 259 -VariableMetric: Iteration # 87 - FCN = 297137.4663645 Edm = 2.19134e-05 NCalls = 261 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315319.6384115 Edm = 97.8208 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315319.6384115 Edm = 97.8208 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303495.1508827 Edm = 4.80184 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303377.9213188 Edm = 16.5008 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300318.3337167 Edm = 67.2211 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 300180.3721979 Edm = 218.619 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 300086.4602904 Edm = 111.265 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299945.358534 Edm = 25.9 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299918.0009596 Edm = 7.51975 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299895.0474312 Edm = 20.5238 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 299256.2066318 Edm = 690.195 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298876.6278918 Edm = 225.571 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298100.3250672 Edm = 51.4477 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298052.3629998 Edm = 21.2278 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298022.3819888 Edm = 2.26224 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 298019.837098 Edm = 0.20362 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 298018.9493857 Edm = 0.611212 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297997.915779 Edm = 18.3106 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297784.0117783 Edm = 62.4373 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297696.0202929 Edm = 8.57989 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297687.4459314 Edm = 3.21712 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297682.0457392 Edm = 0.351264 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297681.5827597 Edm = 0.0346248 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297681.5319656 Edm = 0.0284414 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297681.3260885 Edm = 0.186762 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297623.2240426 Edm = 35.3716 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297622.8806864 Edm = 0.263957 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297622.0079954 Edm = 1.03651 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297587.4508282 Edm = 12.6905 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297545.989364 Edm = 14.8842 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297528.6854606 Edm = 2.64763 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297525.3426147 Edm = 0.189879 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297524.9682385 Edm = 0.0751596 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297524.8716515 Edm = 0.00985673 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297524.8012448 Edm = 0.0545701 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297518.3334816 Edm = 5.97465 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297487.1181037 Edm = 5.61981 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297481.0351874 Edm = 3.9945 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297478.6287114 Edm = 0.573873 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297477.9439379 Edm = 0.251867 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297476.7762897 Edm = 0.275137 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297476.4337318 Edm = 0.0385234 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297476.3954122 Edm = 0.0187852 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297476.0109165 Edm = 1.11082 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297475.9602554 Edm = 0.425459 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297474.2132443 Edm = 2.3431 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297474.1584032 Edm = 0.224592 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297471.2722664 Edm = 3.18126 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297470.7627155 Edm = 0.405516 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297462.488317 Edm = 2.1286 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297460.6879743 Edm = 0.52907 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297460.2428155 Edm = 0.355157 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297459.7564775 Edm = 0.0520848 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297459.6699811 Edm = 0.00601117 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297459.6501172 Edm = 0.0127658 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297458.6858117 Edm = 2.05517 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297458.5971826 Edm = 0.089819 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297458.5200292 Edm = 0.0275856 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297458.2478647 Edm = 0.330792 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297458.1891999 Edm = 0.0575687 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297457.5419522 Edm = 0.299469 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297456.9888767 Edm = 0.0994203 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297456.7196774 Edm = 0.314196 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297450.1580468 Edm = 5.79105 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297435.0567493 Edm = 8.55384 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297423.2478171 Edm = 7.31715 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297411.1595608 Edm = 2.51183 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297408.5584669 Edm = 0.442787 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297408.3273346 Edm = 0.0431222 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297408.3008042 Edm = 0.0042202 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297408.2954584 Edm = 0.00249123 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297408.2754378 Edm = 0.0175909 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297408.1985032 Edm = 0.024403 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297408.1415956 Edm = 0.0382321 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297407.7828969 Edm = 0.541198 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297401.424 Edm = 4.81036 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297394.9185089 Edm = 6.65244 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297391.1823539 Edm = 0.68627 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297388.4539424 Edm = 2.29853 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297386.3560813 Edm = 1.39673 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297384.3784875 Edm = 0.520982 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297383.2462754 Edm = 0.495471 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297382.7098195 Edm = 0.687849 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297382.1583362 Edm = 0.175664 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297381.9397037 Edm = 0.231352 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297381.6173677 Edm = 0.293567 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297381.3056948 Edm = 0.230262 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297381.0134017 Edm = 0.310676 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297380.9017425 Edm = 0.207191 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297380.6665567 Edm = 0.0634873 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297380.5377588 Edm = 0.0753683 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297380.507408 Edm = 0.0225573 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297380.4852804 Edm = 0.0188772 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297380.3475824 Edm = 0.21229 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297379.2121582 Edm = 1.05872 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297379.1186834 Edm = 0.102693 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297378.0858734 Edm = 0.747283 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297372.8614679 Edm = 2.6438 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297370.9702091 Edm = 1.53384 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297370.0612353 Edm = 0.0570659 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297370.0003253 Edm = 0.00957735 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297369.9768198 Edm = 0.00475117 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297369.9686819 Edm = 0.00055418 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297369.9676022 Edm = 0.000353483 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297369.9595873 Edm = 0.00768432 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297369.5704896 Edm = 0.383352 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297369.2721196 Edm = 0.825797 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297369.2488809 Edm = 0.0522507 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297369.204305 Edm = 0.0295849 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297369.0485036 Edm = 0.091519 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297368.8419715 Edm = 0.0670015 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297368.7026988 Edm = 0.0852324 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297368.5848519 Edm = 0.140213 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297366.9881127 Edm = 1.138 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297365.3588963 Edm = 1.15136 NCalls = 369 -VariableMetric: Iteration # 114 - FCN = 297364.7610128 Edm = 0.501843 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297364.5471931 Edm = 0.0187639 NCalls = 373 -VariableMetric: Iteration # 116 - FCN = 297364.5278147 Edm = 0.00427649 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297364.5228134 Edm = 0.000359233 NCalls = 377 -VariableMetric: Iteration # 118 - FCN = 297364.5219883 Edm = 0.000464582 NCalls = 379 -VariableMetric: Iteration # 119 - FCN = 297364.5128051 Edm = 0.00706803 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297364.4797196 Edm = 0.0154232 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297364.3955793 Edm = 0.0684696 NCalls = 388 -VariableMetric: Iteration # 122 - FCN = 297363.4172418 Edm = 1.06803 NCalls = 391 -VariableMetric: Iteration # 123 - FCN = 297361.7151905 Edm = 1.27887 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297360.2110069 Edm = 0.445776 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297359.7068477 Edm = 0.0755511 NCalls = 402 -VariableMetric: Iteration # 126 - FCN = 297359.6563013 Edm = 0.00355361 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297359.6516625 Edm = 0.00118351 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297359.6454998 Edm = 0.00333431 NCalls = 408 -VariableMetric: Iteration # 129 - FCN = 297359.6399256 Edm = 0.000613701 NCalls = 410 -VariableMetric: Iteration # 130 - FCN = 297359.6394377 Edm = 0.0001846 NCalls = 412 -VariableMetric: Iteration # 131 - FCN = 297359.6392308 Edm = 0.000105671 NCalls = 414 -VariableMetric: Iteration # 132 - FCN = 297359.6377438 Edm = 0.00137719 NCalls = 418 -VariableMetric: Iteration # 133 - FCN = 297359.5200605 Edm = 0.116134 NCalls = 423 -VariableMetric: Iteration # 134 - FCN = 297359.0046494 Edm = 0.460119 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297357.62481 Edm = 1.66201 NCalls = 436 -VariableMetric: Iteration # 136 - FCN = 297356.734882 Edm = 0.267997 NCalls = 439 -VariableMetric: Iteration # 137 - FCN = 297356.3788317 Edm = 0.0453263 NCalls = 441 -VariableMetric: Iteration # 138 - FCN = 297356.3380284 Edm = 0.0037045 NCalls = 443 -VariableMetric: Iteration # 139 - FCN = 297356.3348431 Edm = 0.000522384 NCalls = 445 -VariableMetric: Iteration # 140 - FCN = 297356.3341168 Edm = 0.000261307 NCalls = 447 -VariableMetric: Iteration # 141 - FCN = 297356.3337784 Edm = 0.000143485 NCalls = 449 -VariableMetric: Iteration # 142 - FCN = 297356.3328262 Edm = 0.000699372 NCalls = 452 -VariableMetric: Iteration # 143 - FCN = 297356.3286387 Edm = 0.00323655 NCalls = 455 -VariableMetric: Iteration # 144 - FCN = 297356.2307052 Edm = 0.115554 NCalls = 459 -VariableMetric: Iteration # 145 - FCN = 297356.1129852 Edm = 0.101354 NCalls = 463 -VariableMetric: Iteration # 146 - FCN = 297353.4064199 Edm = 0.992369 NCalls = 468 -VariableMetric: Iteration # 147 - FCN = 297352.35324 Edm = 0.263385 NCalls = 470 -VariableMetric: Iteration # 148 - FCN = 297352.1936218 Edm = 0.0615421 NCalls = 472 -VariableMetric: Iteration # 149 - FCN = 297352.1092115 Edm = 0.020349 NCalls = 474 -VariableMetric: Iteration # 150 - FCN = 297352.0865827 Edm = 0.00265616 NCalls = 476 -VariableMetric: Iteration # 151 - FCN = 297352.0833053 Edm = 0.000508134 NCalls = 478 -VariableMetric: Iteration # 152 - FCN = 297352.0817902 Edm = 0.00109933 NCalls = 480 -VariableMetric: Iteration # 153 - FCN = 297352.0771735 Edm = 0.00141055 NCalls = 485 -VariableMetric: Iteration # 154 - FCN = 297352.0739094 Edm = 0.00124242 NCalls = 488 -VariableMetric: Iteration # 155 - FCN = 297352.070799 Edm = 0.0049295 NCalls = 491 -VariableMetric: Iteration # 156 - FCN = 297352.0664117 Edm = 0.00329403 NCalls = 494 -VariableMetric: Iteration # 157 - FCN = 297352.0621941 Edm = 0.0054162 NCalls = 499 -VariableMetric: Iteration # 158 - FCN = 297352.0529468 Edm = 0.00378358 NCalls = 503 -VariableMetric: Iteration # 159 - FCN = 297352.0496015 Edm = 0.00751012 NCalls = 505 -VariableMetric: Iteration # 160 - FCN = 297352.0384454 Edm = 0.00471916 NCalls = 509 -VariableMetric: Iteration # 161 - FCN = 297352.0150906 Edm = 0.00957421 NCalls = 513 -VariableMetric: Iteration # 162 - FCN = 297351.9894007 Edm = 0.0738162 NCalls = 516 -VariableMetric: Iteration # 163 - FCN = 297351.9730506 Edm = 0.0246699 NCalls = 518 -VariableMetric: Iteration # 164 - FCN = 297351.7820211 Edm = 0.17345 NCalls = 523 -VariableMetric: Iteration # 165 - FCN = 297350.9038384 Edm = 0.725069 NCalls = 526 -VariableMetric: Iteration # 166 - FCN = 297350.4355314 Edm = 1.30322 NCalls = 529 -VariableMetric: Iteration # 167 - FCN = 297349.2644083 Edm = 0.935541 NCalls = 532 -VariableMetric: Iteration # 168 - FCN = 297347.0858621 Edm = 1.1198 NCalls = 534 -VariableMetric: Iteration # 169 - FCN = 297345.7021679 Edm = 0.835183 NCalls = 537 -VariableMetric: Iteration # 170 - FCN = 297345.1774164 Edm = 0.256353 NCalls = 539 -VariableMetric: Iteration # 171 - FCN = 297344.9467415 Edm = 0.0578797 NCalls = 541 -VariableMetric: Iteration # 172 - FCN = 297344.8859618 Edm = 0.0171769 NCalls = 543 -VariableMetric: Iteration # 173 - FCN = 297344.8557521 Edm = 0.0102358 NCalls = 545 -VariableMetric: Iteration # 174 - FCN = 297344.8367865 Edm = 0.0103914 NCalls = 547 -VariableMetric: Iteration # 175 - FCN = 297341.3991723 Edm = 2.36199 NCalls = 558 -VariableMetric: Iteration # 176 - FCN = 297341.3988691 Edm = 0.00423155 NCalls = 561 -VariableMetric: Iteration # 177 - FCN = 297341.3925853 Edm = 0.0196676 NCalls = 563 -VariableMetric: Iteration # 178 - FCN = 297341.331363 Edm = 0.0628377 NCalls = 567 -VariableMetric: Iteration # 179 - FCN = 297340.981269 Edm = 0.27683 NCalls = 572 -VariableMetric: Iteration # 180 - FCN = 297340.1147744 Edm = 0.43261 NCalls = 575 -VariableMetric: Iteration # 181 - FCN = 297338.8686931 Edm = 0.587264 NCalls = 577 -VariableMetric: Iteration # 182 - FCN = 297338.5723235 Edm = 0.138172 NCalls = 579 -VariableMetric: Iteration # 183 - FCN = 297338.3999205 Edm = 0.0397306 NCalls = 581 -VariableMetric: Iteration # 184 - FCN = 297338.2494809 Edm = 0.11967 NCalls = 583 -VariableMetric: Iteration # 185 - FCN = 297337.8935166 Edm = 0.295139 NCalls = 587 -VariableMetric: Iteration # 186 - FCN = 297337.7812238 Edm = 0.176505 NCalls = 590 -VariableMetric: Iteration # 187 - FCN = 297337.332177 Edm = 0.161874 NCalls = 594 -VariableMetric: Iteration # 188 - FCN = 297337.1701988 Edm = 0.0819827 NCalls = 597 -VariableMetric: Iteration # 189 - FCN = 297337.1061346 Edm = 0.01556 NCalls = 599 -VariableMetric: Iteration # 190 - FCN = 297337.0853203 Edm = 0.00958573 NCalls = 601 -VariableMetric: Iteration # 191 - FCN = 297337.0739037 Edm = 0.00558052 NCalls = 603 -VariableMetric: Iteration # 192 - FCN = 297337.0593062 Edm = 0.00496972 NCalls = 605 -VariableMetric: Iteration # 193 - FCN = 297337.0501066 Edm = 0.00344901 NCalls = 607 -VariableMetric: Iteration # 194 - FCN = 297337.045987 Edm = 0.0019378 NCalls = 609 -VariableMetric: Iteration # 195 - FCN = 297337.0373436 Edm = 0.00716207 NCalls = 612 -VariableMetric: Iteration # 196 - FCN = 297336.7298949 Edm = 0.24318 NCalls = 617 -VariableMetric: Iteration # 197 - FCN = 297334.9089976 Edm = 2.18112 NCalls = 621 -VariableMetric: Iteration # 198 - FCN = 297330.0018472 Edm = 4.8996 NCalls = 626 -VariableMetric: Iteration # 199 - FCN = 297324.2716171 Edm = 2.40305 NCalls = 631 -VariableMetric: Iteration # 200 - FCN = 297322.1835518 Edm = 0.568246 NCalls = 633 -VariableMetric: Iteration # 201 - FCN = 297321.7129134 Edm = 0.183203 NCalls = 634 -VariableMetric: Iteration # 202 - FCN = 297321.4481086 Edm = 0.256499 NCalls = 636 -VariableMetric: Iteration # 203 - FCN = 297321.0921941 Edm = 0.143281 NCalls = 639 -VariableMetric: Iteration # 204 - FCN = 297320.90498 Edm = 0.137754 NCalls = 641 -VariableMetric: Iteration # 205 - FCN = 297320.8393206 Edm = 0.00856593 NCalls = 643 -VariableMetric: Iteration # 206 - FCN = 297320.831365 Edm = 0.000780289 NCalls = 644 -VariableMetric: Iteration # 207 - FCN = 297320.8304679 Edm = 0.000200246 NCalls = 646 -VariableMetric: Iteration # 208 - FCN = 297320.8300582 Edm = 0.000207784 NCalls = 648 -VariableMetric: Iteration # 209 - FCN = 297320.8296271 Edm = 0.000415675 NCalls = 650 -VariableMetric: Iteration # 210 - FCN = 297320.8278683 Edm = 0.0012563 NCalls = 653 -VariableMetric: Iteration # 211 - FCN = 297320.8179023 Edm = 0.00930363 NCalls = 656 -VariableMetric: Iteration # 212 - FCN = 297320.6437405 Edm = 0.171176 NCalls = 662 -VariableMetric: Iteration # 213 - FCN = 297319.4206063 Edm = 0.174811 NCalls = 665 -VariableMetric: Iteration # 214 - FCN = 297319.2507851 Edm = 0.013579 NCalls = 666 -VariableMetric: Iteration # 215 - FCN = 297319.2320316 Edm = 0.000763659 NCalls = 668 -VariableMetric: Iteration # 216 - FCN = 297319.2313864 Edm = 7.15022e-05 NCalls = 670 -VariableMetric: After Hessian - FCN = 297319.2313864 Edm = 9.80013 NCalls = 1147 -VariableMetric: Iteration # 217 - FCN = 297319.2313864 Edm = 9.80013 NCalls = 1147 -VariableMetric: Iteration # 218 - FCN = 297318.5996598 Edm = 7.31996 NCalls = 1149 -VariableMetric: Iteration # 219 - FCN = 297318.1704845 Edm = 0.646084 NCalls = 1152 -VariableMetric: Iteration # 220 - FCN = 297317.4893714 Edm = 0.41371 NCalls = 1154 -VariableMetric: Iteration # 221 - FCN = 297317.259884 Edm = 0.154869 NCalls = 1156 -VariableMetric: Iteration # 222 - FCN = 297317.0319673 Edm = 0.114967 NCalls = 1159 -VariableMetric: Iteration # 223 - FCN = 297316.8574395 Edm = 0.0381579 NCalls = 1162 -VariableMetric: Iteration # 224 - FCN = 297316.7686814 Edm = 0.0181687 NCalls = 1164 -VariableMetric: Iteration # 225 - FCN = 297316.7285411 Edm = 0.00928174 NCalls = 1167 -VariableMetric: Iteration # 226 - FCN = 297316.7131219 Edm = 0.00664842 NCalls = 1169 -VariableMetric: Iteration # 227 - FCN = 297316.7111721 Edm = 0.00471388 NCalls = 1171 -VariableMetric: Iteration # 228 - FCN = 297316.7059443 Edm = 0.00103445 NCalls = 1173 -VariableMetric: Iteration # 229 - FCN = 297316.7039601 Edm = 0.000204662 NCalls = 1175 -VariableMetric: Iteration # 230 - FCN = 297316.7034924 Edm = 0.000109099 NCalls = 1177 -VariableMetric: Iteration # 231 - FCN = 297316.7030378 Edm = 0.000147133 NCalls = 1179 -VariableMetric: Iteration # 232 - FCN = 297316.7025108 Edm = 8.71635e-05 NCalls = 1181 -VariableMetric: Iteration # 233 - FCN = 297316.7023589 Edm = 1.17671e-05 NCalls = 1183 -VariableMetric: After Hessian - FCN = 297316.7023589 Edm = 1.77291e-05 NCalls = 1674 -VariableMetric: Iteration # 234 - FCN = 297316.7023589 Edm = 1.77291e-05 NCalls = 1674 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1347 (1347 total) | -| EDM = 2.16E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297296.3547056716 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -0.09 | 0.35 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.50 | 0.05 | | | -2 | 2 | | -| 3 | Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | | -| 4 | phi_p | 5.72 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.03 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -0.82 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.65 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 17.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.578 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.916 | 0.032 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -2.98 | 0.16 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.27 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.52 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.373 | 0.031 | | | -2 | 2 | | -| 21| Dbar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 22| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 0.64 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.179 -0.215 -0.015 0.020 0.063 0.003 0.001 0.109 -0.125 -0.152 -0.048 0.461 0.133 -0.016 -0.001 -0.091 0.472 0.015 0.069 0.021 0.071 0.002 0.058 | -| DDstar_p | -0.179 1.000 0.033 -0.001 0.006 -0.111 -0.002 -0.000 0.003 0.108 -0.051 0.003 0.411 0.235 0.004 -0.011 0.319 0.173 0.011 0.252 0.026 -0.034 0.015 0.003 | -| bplus_2 | -0.215 0.033 1.000 -0.069 -0.017 0.200 -0.000 0.003 -0.205 -0.248 0.393 0.030 -0.063 0.145 -0.118 0.305 -0.111 -0.184 -0.021 -0.135 -0.461 0.041 -0.011 0.145 | -| Ctt | -0.015 -0.001 -0.069 1.000 0.000 0.033 -0.000 0.000 0.006 0.003 0.005 -0.003 0.009 0.010 -0.000 -0.003 -0.008 -0.019 -0.000 -0.018 0.003 0.004 -0.001 0.017 | -| phi_p | 0.020 0.006 -0.017 0.000 1.000 0.004 -0.000 0.001 0.118 0.010 0.044 0.388 -0.014 0.008 -0.029 0.019 0.013 0.003 -0.000 0.009 -0.054 0.001 0.000 0.007 | -| p4040_s | 0.063 -0.111 0.200 0.033 0.004 1.000 0.009 0.000 0.010 -0.225 -0.064 -0.002 -0.088 0.014 -0.002 0.007 -0.207 -0.107 0.004 0.135 -0.003 -0.050 -0.010 -0.020 | -| p4160_p | 0.003 -0.002 -0.000 -0.000 -0.000 0.009 1.000 -0.000 -0.001 0.003 -0.002 0.001 0.001 0.003 0.001 -0.001 -0.004 0.000 -0.001 -0.001 0.002 -0.001 -0.002 -0.003 | -| omega_p | 0.001 -0.000 0.003 0.000 0.001 0.000 -0.000 1.000 0.024 0.001 0.008 -0.003 0.000 0.001 -0.090 0.013 0.001 -0.000 -0.000 0.000 -0.008 -0.000 0.000 0.000 | -| rho_p | 0.109 0.003 -0.205 0.006 0.118 0.010 -0.001 0.024 1.000 0.057 0.086 0.055 -0.049 0.023 -0.010 0.175 0.067 0.029 -0.002 0.058 -0.126 -0.006 0.002 0.031 | -| p4415_p | -0.125 0.108 -0.248 0.003 0.010 -0.225 0.003 0.001 0.057 1.000 0.141 -0.032 0.009 -0.071 -0.017 0.016 0.046 0.030 0.016 0.027 -0.081 0.021 0.009 -0.042 | -| bplus_1 | -0.152 -0.051 0.393 0.005 0.044 -0.064 -0.002 0.008 0.086 0.141 1.000 -0.134 -0.150 -0.014 -0.242 0.482 0.081 -0.135 0.024 -0.029 -0.975 0.013 0.001 -0.057 | -| phi_s | -0.048 0.003 0.030 -0.003 0.388 -0.002 0.001 -0.003 0.055 -0.032 -0.134 1.000 0.016 -0.013 0.065 -0.072 -0.039 -0.011 0.000 -0.030 0.147 0.003 -0.001 -0.014 | -| jpsi_p | 0.461 0.411 -0.063 0.009 -0.014 -0.088 0.001 0.000 -0.049 0.009 -0.150 0.016 1.000 0.133 0.001 -0.001 0.095 0.352 0.016 0.173 0.100 0.068 0.011 -0.024 | -| psi2s_p | 0.133 0.235 0.145 0.010 0.008 0.014 0.003 0.001 0.023 -0.071 -0.014 -0.013 0.133 1.000 -0.018 0.034 -0.123 0.194 0.020 -0.351 -0.047 0.071 0.003 -0.030 | -| omega_s | -0.016 0.004 -0.118 -0.000 -0.029 -0.002 0.001 -0.090 -0.010 -0.017 -0.242 0.065 0.001 -0.018 1.000 -0.526 -0.024 0.009 0.001 -0.005 0.252 0.002 -0.000 -0.010 | -| rho_s | -0.001 -0.011 0.305 -0.003 0.019 0.007 -0.001 0.013 0.175 0.016 0.482 -0.072 -0.001 0.034 -0.526 1.000 0.028 -0.035 -0.003 -0.014 -0.499 -0.003 -0.000 0.016 | -| p4040_p | -0.091 0.319 -0.111 -0.008 0.013 -0.207 -0.004 0.001 0.067 0.046 0.081 -0.039 0.095 -0.123 -0.024 0.028 1.000 0.130 0.023 0.115 -0.086 0.074 -0.004 0.128 | -| p3770_p | 0.472 0.173 -0.184 -0.019 0.003 -0.107 0.000 -0.000 0.029 0.030 -0.135 -0.011 0.352 0.194 0.009 -0.035 0.130 1.000 -0.003 -0.093 0.086 0.064 0.009 0.010 | -| DDstar_s | 0.015 0.011 -0.021 -0.000 -0.000 0.004 -0.001 -0.000 -0.002 0.016 0.024 0.000 0.016 0.020 0.001 -0.003 0.023 -0.003 1.000 0.003 -0.005 -0.004 0.000 0.009 | -| p3770_s | 0.069 0.252 -0.135 -0.018 0.009 0.135 -0.001 0.000 0.058 0.027 -0.029 -0.030 0.173 -0.351 -0.005 -0.014 0.115 -0.093 0.003 1.000 0.001 0.088 0.003 0.060 | -| bplus_0 | 0.021 0.026 -0.461 0.003 -0.054 -0.003 0.002 -0.008 -0.126 -0.081 -0.975 0.147 0.100 -0.047 0.252 -0.499 -0.086 0.086 -0.005 0.001 1.000 -0.003 -0.000 -0.020 | -| Dbar_s | 0.071 -0.034 0.041 0.004 0.001 -0.050 -0.001 -0.000 -0.006 0.021 0.013 0.003 0.068 0.071 0.002 -0.003 0.074 0.064 -0.004 0.088 -0.003 1.000 0.003 -0.007 | -| p4160_s | 0.002 0.015 -0.011 -0.001 0.000 -0.010 -0.002 0.000 0.002 0.009 0.001 -0.001 0.011 0.003 -0.000 -0.000 -0.004 0.009 0.000 0.003 -0.000 0.003 1.000 0.006 | -| p4415_s | 0.058 0.003 0.145 0.017 0.007 -0.020 -0.003 0.000 0.031 -0.042 -0.057 -0.014 -0.024 -0.030 -0.010 0.016 0.128 0.010 0.009 0.060 -0.020 -0.007 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3782529222739921}), (, {'error': 0.3477351810614482}), (, {'error': 0.05368283678611041}), (, {'error': 0.03692106796380812}), (, {'error': 0.1704975188039377}), (, {'error': 0.15469030359896613}), (, {'error': 0.009950359943085907}), (, {'error': 0.09757718825874839}), (, {'error': 0.2700635394101991}), (, {'error': 0.32118318134485246}), (, {'error': 0.055263428381362445}), (, {'error': 0.9808956107107978}), (, {'error': 0.03036757744399532}), (, {'error': 0.031606092600523716}), (, {'error': 1.0346115537842766}), (, {'error': 0.35187132299745105}), (, {'error': 0.15657583994454005}), (, {'error': 0.1051210916363754}), (, {'error': 0.022258066809638266}), (, {'error': 0.23252755818470217}), (, {'error': 0.03111078177718707}), (, {'error': 0.057460121776975015}), (, {'error': 0.015408585593992108}), (, {'error': 0.1857393759049965})]) -Toy 1/25 -Time taken: 8 min, 26 s -Projected time left: 3 h, 22 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1351 (1351 total) | -| EDM = 0.00199 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297447.48949073534 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 3.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 0.14 | 1.08 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.22 | 0.07 | | | -2 | 2 | | -| 3 | Ctt | 0.08 | 0.15 | | | -1.5 | 1.5 | | -| 4 | phi_p | 5.84 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.28 | 0.20 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 3.93 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.21 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 5.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.838 | 0.031 | | | -2 | 2 | | -| 11| phi_s | 15.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.45 | 0.15 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.20 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.36 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.76 | 0.24 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.424 | 0.015 | | | -2 | 2 | | -| 21| Dbar_s | 0.25 | 0.12 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.11 | 0.19 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.683 -0.368 -0.370 -0.009 0.450 -0.128 0.015 0.023 0.283 0.467 0.054 0.127 0.023 0.090 -0.209 -0.099 -0.604 -0.482 -0.271 0.461 -0.512 0.379 0.285 | -| DDstar_p | -0.683 1.000 0.466 0.466 0.005 -0.632 -0.218 -0.033 -0.038 -0.625 -0.787 -0.103 -0.673 -0.406 -0.162 0.361 -0.269 0.512 0.860 0.013 -0.770 0.769 -0.563 -0.399 | -| bplus_2 | -0.368 0.466 1.000 -0.145 -0.008 -0.335 -0.065 -0.048 -0.198 -0.376 -0.522 0.026 -0.223 -0.169 -0.108 0.207 -0.094 0.297 0.503 0.066 -0.514 0.429 -0.329 -0.161 | -| Ctt | -0.370 0.466 -0.145 1.000 0.003 -0.127 -0.236 -0.011 0.017 -0.315 -0.356 -0.075 -0.412 0.025 -0.081 0.181 -0.192 0.235 0.433 0.017 -0.353 0.508 -0.118 -0.038 | -| phi_p | -0.009 0.005 -0.008 0.003 1.000 -0.003 0.003 -0.010 0.054 -0.001 -0.008 0.472 -0.003 -0.000 -0.030 0.024 0.003 0.006 0.008 0.005 -0.015 0.005 -0.002 -0.002 | -| p4040_s | 0.450 -0.632 -0.335 -0.127 -0.003 1.000 -0.217 0.025 0.044 0.276 0.535 0.060 0.411 0.264 0.112 -0.246 0.014 -0.422 -0.641 0.047 0.518 -0.517 0.373 0.353 | -| p4160_p | -0.128 -0.218 -0.065 -0.236 0.003 -0.217 1.000 0.008 0.010 0.366 0.128 0.015 0.330 0.140 0.028 -0.061 0.296 0.179 -0.084 0.128 0.125 -0.065 -0.025 0.050 | -| omega_p | 0.015 -0.033 -0.048 -0.011 -0.010 0.025 0.008 1.000 0.029 0.026 0.027 0.021 0.023 0.015 0.689 -0.006 0.012 -0.020 -0.036 0.003 0.032 -0.028 0.025 0.015 | -| rho_p | 0.023 -0.038 -0.198 0.017 0.054 0.044 0.010 0.029 1.000 0.048 0.018 0.074 0.037 0.017 0.173 0.080 0.024 -0.030 -0.047 0.017 0.039 -0.042 0.052 0.024 | -| p4415_p | 0.283 -0.625 -0.376 -0.315 -0.001 0.276 0.366 0.026 0.048 1.000 0.533 0.057 0.506 0.274 0.110 -0.241 0.300 -0.218 -0.560 0.053 0.513 -0.438 0.230 0.173 | -| bplus_1 | 0.467 -0.787 -0.522 -0.356 -0.008 0.535 0.128 0.027 0.018 0.533 1.000 0.092 0.554 0.342 0.142 -0.326 0.194 -0.496 -0.866 -0.046 0.566 -0.635 0.472 0.319 | -| phi_s | 0.054 -0.103 0.026 -0.075 0.472 0.060 0.015 0.021 0.074 0.057 0.092 1.000 0.060 0.045 0.047 -0.027 0.018 -0.062 -0.110 -0.014 0.111 -0.075 0.045 0.037 | -| jpsi_p | 0.127 -0.673 -0.223 -0.412 -0.003 0.411 0.330 0.023 0.037 0.506 0.554 0.060 1.000 0.444 0.111 -0.257 0.350 -0.198 -0.638 0.189 0.524 -0.514 0.358 0.237 | -| psi2s_p | 0.023 -0.406 -0.169 0.025 -0.000 0.264 0.140 0.015 0.017 0.274 0.342 0.045 0.444 1.000 0.071 -0.158 0.114 -0.105 -0.397 -0.120 0.332 -0.280 0.200 0.168 | -| omega_s | 0.090 -0.162 -0.108 -0.081 -0.030 0.112 0.028 0.689 0.173 0.110 0.142 0.047 0.111 0.071 1.000 -0.359 0.043 -0.100 -0.178 -0.004 0.178 -0.130 0.099 0.068 | -| rho_s | -0.209 0.361 0.207 0.181 0.024 -0.246 -0.061 -0.006 0.080 -0.241 -0.326 -0.027 -0.257 -0.158 -0.359 1.000 -0.093 0.221 0.399 0.012 -0.408 0.290 -0.218 -0.152 | -| p4040_p | -0.099 -0.269 -0.094 -0.192 0.003 0.014 0.296 0.012 0.024 0.300 0.194 0.018 0.350 0.114 0.043 -0.093 1.000 0.110 -0.197 0.095 0.185 -0.109 0.339 0.116 | -| p3770_p | -0.604 0.512 0.297 0.235 0.006 -0.422 0.179 -0.020 -0.030 -0.218 -0.496 -0.062 -0.198 -0.105 -0.100 0.221 0.110 1.000 0.552 -0.024 -0.474 0.393 -0.349 -0.293 | -| DDstar_s | -0.482 0.860 0.503 0.433 0.008 -0.641 -0.084 -0.036 -0.047 -0.560 -0.866 -0.110 -0.638 -0.397 -0.178 0.399 -0.197 0.552 1.000 0.041 -0.844 0.793 -0.572 -0.438 | -| p3770_s | -0.271 0.013 0.066 0.017 0.005 0.047 0.128 0.003 0.017 0.053 -0.046 -0.014 0.189 -0.120 -0.004 0.012 0.095 -0.024 0.041 1.000 -0.046 0.111 -0.004 -0.018 | -| bplus_0 | 0.461 -0.770 -0.514 -0.353 -0.015 0.518 0.125 0.032 0.039 0.513 0.566 0.111 0.524 0.332 0.178 -0.408 0.185 -0.474 -0.844 -0.046 1.000 -0.619 0.455 0.311 | -| Dbar_s | -0.512 0.769 0.429 0.508 0.005 -0.517 -0.065 -0.028 -0.042 -0.438 -0.635 -0.075 -0.514 -0.280 -0.130 0.290 -0.109 0.393 0.793 0.111 -0.619 1.000 -0.443 -0.355 | -| p4160_s | 0.379 -0.563 -0.329 -0.118 -0.002 0.373 -0.025 0.025 0.052 0.230 0.472 0.045 0.358 0.200 0.099 -0.218 0.339 -0.349 -0.572 -0.004 0.455 -0.443 1.000 0.433 | -| p4415_s | 0.285 -0.399 -0.161 -0.038 -0.002 0.353 0.050 0.015 0.024 0.173 0.319 0.037 0.237 0.168 0.068 -0.152 0.116 -0.293 -0.438 -0.018 0.311 -0.355 0.433 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6772944974509363}), (, {'error': 1.0752297440263252}), (, {'error': 0.06734596101895596}), (, {'error': 0.154395709651853}), (, {'error': 0.17970751482587666}), (, {'error': 0.2033146715901466}), (, {'error': 0.10715381276553781}), (, {'error': 0.27330114210265677}), (, {'error': 0.5608728268964471}), (, {'error': 0.19566290676047582}), (, {'error': 0.031047370017345255}), (, {'error': 0.9262336125783017}), (, {'error': 0.03595273292032397}), (, {'error': 0.034467528510547574}), (, {'error': 1.322255738122971}), (, {'error': 0.33618086805881287}), (, {'error': 0.14846710252874917}), (, {'error': 0.1310219987949912}), (, {'error': 0.35590634541314836}), (, {'error': 0.2360718725854749}), (, {'error': 0.014603228675071356}), (, {'error': 0.11530128464874168}), (, {'error': 0.18850257834849804}), (, {'error': 0.19120319259144658})]) -Toy 2/25 -Time taken: 16 min, 36 s -Projected time left: 3 h, 10 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1370 (1370 total) | -| EDM = 0.000316 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297199.3856995931 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 4 | 10 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.11 | 0.06 | | | -2 | 2 | | -| 3 | Ctt | 0.30 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | -5.52 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.14 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 3.78 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.93 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 0.04 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.29 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.946 | 0.019 | | | -2 | 2 | | -| 11| phi_s | 19.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -4.64 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.70 | 0.30 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.23 | 0.15 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -3.16 | 0.26 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.15 | 0.17 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.86 | 0.22 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.484 | 0.009 | | | -2 | 2 | | -| 21| Dbar_s | -0.06 | 0.42 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.40 | 0.16 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.503 -0.216 0.837 -0.032 0.197 -0.663 -0.027 -0.083 -0.179 -0.663 0.029 -0.860 -0.563 0.008 -0.135 -0.361 -0.916 0.908 -0.251 -0.623 0.971 0.340 0.047 | -| DDstar_p | 0.503 1.000 -0.124 0.416 -0.011 0.125 -0.210 -0.011 -0.047 0.054 -0.347 0.021 -0.366 -0.220 0.007 -0.071 -0.069 -0.457 0.492 -0.065 -0.329 0.536 0.207 0.012 | -| bplus_2 | -0.216 -0.124 1.000 0.099 -0.043 -0.046 0.178 -0.015 0.219 0.169 -0.028 -0.111 0.137 0.107 -0.023 0.078 0.113 0.197 -0.214 0.053 0.002 -0.197 -0.027 -0.080 | -| Ctt | 0.837 0.416 0.099 1.000 -0.027 0.311 -0.661 -0.024 -0.053 -0.203 -0.561 0.017 -0.797 -0.392 0.004 -0.105 -0.379 -0.786 0.768 -0.256 -0.526 0.825 0.394 0.156 | -| phi_p | -0.032 -0.011 -0.043 -0.027 1.000 -0.010 0.022 -0.008 -0.225 -0.000 0.012 0.512 0.023 0.019 -0.072 -0.059 0.008 0.032 -0.027 0.005 0.016 -0.033 -0.018 -0.003 | -| p4040_s | 0.197 0.125 -0.046 0.311 -0.010 1.000 -0.432 -0.007 -0.004 -0.216 -0.109 -0.003 -0.181 -0.084 -0.001 -0.021 -0.242 -0.219 0.131 0.059 -0.098 0.212 0.021 0.083 | -| p4160_p | -0.663 -0.210 0.178 -0.661 0.022 -0.432 1.000 0.018 0.066 0.326 0.452 -0.026 0.666 0.396 -0.007 0.094 0.340 0.700 -0.592 0.205 0.431 -0.706 -0.336 -0.014 | -| omega_p | -0.027 -0.011 -0.015 -0.024 -0.008 -0.007 0.018 1.000 -0.047 0.001 0.016 0.022 0.018 0.015 0.710 0.270 0.008 0.026 -0.022 0.005 0.025 -0.028 -0.012 -0.001 | -| rho_p | -0.083 -0.047 0.219 -0.053 -0.225 -0.004 0.066 -0.047 1.000 0.046 0.085 -0.087 0.082 0.050 0.106 0.314 0.053 0.075 -0.085 0.044 0.052 -0.084 -0.001 -0.001 | -| p4415_p | -0.179 0.054 0.169 -0.203 -0.000 -0.216 0.326 0.001 0.046 1.000 0.090 -0.023 0.218 0.103 -0.005 0.029 0.175 0.224 -0.191 0.079 0.094 -0.209 -0.243 -0.117 | -| bplus_1 | -0.663 -0.347 -0.028 -0.561 0.012 -0.109 0.452 0.016 0.085 0.090 1.000 -0.029 0.596 0.398 -0.007 0.105 0.266 0.640 -0.475 0.221 0.201 -0.659 -0.195 0.036 | -| phi_s | 0.029 0.021 -0.111 0.017 0.512 -0.003 -0.026 0.022 -0.087 -0.023 -0.029 1.000 -0.041 -0.020 0.010 -0.055 -0.026 -0.026 0.029 -0.024 -0.031 0.028 -0.009 -0.004 | -| jpsi_p | -0.860 -0.366 0.137 -0.797 0.023 -0.181 0.666 0.018 0.082 0.218 0.596 -0.041 1.000 0.575 -0.016 0.118 0.393 0.843 -0.825 0.316 0.565 -0.897 -0.316 -0.069 | -| psi2s_p | -0.563 -0.220 0.107 -0.392 0.019 -0.084 0.396 0.015 0.050 0.103 0.398 -0.020 0.575 1.000 -0.007 0.080 0.161 0.560 -0.555 -0.004 0.375 -0.603 -0.229 -0.026 | -| omega_s | 0.008 0.007 -0.023 0.004 -0.072 -0.001 -0.007 0.710 0.106 -0.005 -0.007 0.010 -0.016 -0.007 1.000 -0.027 -0.008 -0.008 0.004 -0.007 -0.015 0.007 -0.002 -0.002 | -| rho_s | -0.135 -0.071 0.078 -0.105 -0.059 -0.021 0.094 0.270 0.314 0.029 0.105 -0.055 0.118 0.080 -0.027 1.000 0.057 0.128 -0.103 0.045 0.157 -0.134 -0.035 0.002 | -| p4040_p | -0.361 -0.069 0.113 -0.379 0.008 -0.242 0.340 0.008 0.053 0.175 0.266 -0.026 0.393 0.161 -0.008 0.057 1.000 0.419 -0.351 0.102 0.260 -0.410 0.118 0.038 | -| p3770_p | -0.916 -0.457 0.197 -0.786 0.032 -0.219 0.700 0.026 0.075 0.224 0.640 -0.026 0.843 0.560 -0.008 0.128 0.419 1.000 -0.820 0.192 0.604 -0.940 -0.333 -0.071 | -| DDstar_s | 0.908 0.492 -0.214 0.768 -0.027 0.131 -0.592 -0.022 -0.085 -0.191 -0.475 0.029 -0.825 -0.555 0.004 -0.103 -0.351 -0.820 1.000 -0.242 -0.448 0.910 0.261 -0.003 | -| p3770_s | -0.251 -0.065 0.053 -0.256 0.005 0.059 0.205 0.005 0.044 0.079 0.221 -0.024 0.316 -0.004 -0.007 0.045 0.102 0.192 -0.242 1.000 0.221 -0.298 -0.067 0.001 | -| bplus_0 | -0.623 -0.329 0.002 -0.526 0.016 -0.098 0.431 0.025 0.052 0.094 0.201 -0.031 0.565 0.375 -0.015 0.157 0.260 0.604 -0.448 0.221 1.000 -0.618 -0.173 0.037 | -| Dbar_s | 0.971 0.536 -0.197 0.825 -0.033 0.212 -0.706 -0.028 -0.084 -0.209 -0.659 0.028 -0.897 -0.603 0.007 -0.134 -0.410 -0.940 0.910 -0.298 -0.618 1.000 0.346 0.057 | -| p4160_s | 0.340 0.207 -0.027 0.394 -0.018 0.021 -0.336 -0.012 -0.001 -0.243 -0.195 -0.009 -0.316 -0.229 -0.002 -0.035 0.118 -0.333 0.261 -0.067 -0.173 0.346 1.000 0.231 | -| p4415_s | 0.047 0.012 -0.080 0.156 -0.003 0.083 -0.014 -0.001 -0.001 -0.117 0.036 -0.004 -0.069 -0.026 -0.002 0.002 0.038 -0.071 -0.003 0.001 0.037 0.057 0.231 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 9.868219298764874}), (, {'error': 7.855866896925138}), (, {'error': 0.05762376644385936}), (, {'error': 0.22383615830544024}), (, {'error': 0.15543389137617059}), (, {'error': 0.15362758243858066}), (, {'error': 0.12296131426990708}), (, {'error': 0.31190464394206385}), (, {'error': 0.19765372710405327}), (, {'error': 0.1414163385839311}), (, {'error': 0.019478322699833517}), (, {'error': 0.8603013931879282}), (, {'error': 0.05114056666222888}), (, {'error': 0.035928619412224805}), (, {'error': 1.3211385945172731}), (, {'error': 0.3012910825102222}), (, {'error': 0.15364145526046524}), (, {'error': 0.2560586791574415}), (, {'error': 0.17207129225847734}), (, {'error': 0.22279054839376977}), (, {'error': 0.009460956470193738}), (, {'error': 0.4168088909384331}), (, {'error': 0.15601434201379671}), (, {'error': 0.16407622258526222})]) -Toy 3/25 -Time taken: 24 min, 57 s -Projected time left: 3 h, 2 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1398 (1398 total) | -| EDM = 2.26E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297260.90426944784 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 2.00 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.29 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.67 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | 6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -1.67 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -5.60 | 0.26 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.46 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 11| phi_s | 16.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.588 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.909 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 8.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 4.43 | 0.21 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.53 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.505 | 0.022 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.44 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.004 -0.124 -0.336 -0.000 -0.177 0.056 0.016 0.005 -0.099 0.241 -0.007 0.271 -0.020 -0.004 0.045 0.005 0.388 0.024 -0.003 0.047 0.022 -0.109 0.007 | -| DDstar_p | 0.004 1.000 0.003 -0.000 -0.000 0.008 0.040 0.001 0.000 0.029 0.000 -0.001 0.061 0.028 0.000 0.001 0.023 0.025 0.011 0.027 0.002 -0.001 0.007 0.001 | -| bplus_2 | -0.124 0.003 1.000 0.708 0.009 0.117 -0.055 0.007 0.096 0.200 -0.225 -0.108 0.171 -0.011 -0.045 0.016 -0.070 -0.080 0.064 -0.092 -0.033 0.004 0.174 -0.028 | -| Ctt | -0.336 -0.000 0.708 1.000 0.005 0.310 -0.423 0.004 0.037 -0.060 -0.175 -0.042 0.202 0.162 -0.017 0.008 -0.368 -0.269 0.025 -0.198 0.002 0.006 0.236 0.225 | -| phi_p | -0.000 -0.000 0.009 0.005 1.000 0.002 0.001 -0.017 -0.012 0.003 0.001 -0.460 0.010 0.002 0.005 -0.006 0.001 0.001 0.000 0.002 -0.003 -0.000 0.003 0.001 | -| p4040_s | -0.177 0.008 0.117 0.310 0.002 1.000 -0.515 0.006 0.021 -0.204 0.017 -0.027 -0.054 -0.107 -0.012 0.017 -0.207 -0.130 0.043 0.073 0.029 0.002 0.078 0.185 | -| p4160_p | 0.056 0.040 -0.055 -0.423 0.001 -0.515 1.000 -0.007 -0.007 0.335 -0.072 0.004 -0.032 -0.112 0.001 -0.017 0.323 0.206 -0.008 -0.005 -0.009 0.025 -0.102 -0.097 | -| omega_p | 0.016 0.001 0.007 0.004 -0.017 0.006 -0.007 1.000 -0.054 -0.003 -0.058 0.032 -0.017 -0.002 0.615 0.459 -0.005 0.002 -0.004 0.001 0.077 0.001 0.007 0.008 | -| rho_p | 0.005 0.000 0.096 0.037 -0.012 0.021 -0.007 -0.054 1.000 0.017 0.023 0.031 -0.035 -0.002 0.012 0.093 -0.004 -0.008 0.002 0.006 -0.019 0.001 0.026 0.009 | -| p4415_p | -0.099 0.029 0.200 -0.060 0.003 -0.204 0.335 -0.003 0.017 1.000 -0.124 -0.022 -0.002 -0.095 -0.010 -0.005 0.208 0.074 0.034 -0.004 0.006 0.014 -0.149 -0.157 | -| bplus_1 | 0.241 0.000 -0.225 -0.175 0.001 0.017 -0.072 -0.058 0.023 -0.124 1.000 0.009 0.017 0.034 0.002 -0.162 -0.046 0.048 -0.087 0.018 -0.888 -0.000 -0.011 0.112 | -| phi_s | -0.007 -0.001 -0.108 -0.042 -0.460 -0.027 0.004 0.032 0.031 -0.022 0.009 1.000 0.022 -0.001 0.039 0.009 0.001 0.004 -0.003 -0.015 -0.013 -0.001 -0.033 -0.011 | -| jpsi_p | 0.271 0.061 0.171 0.202 0.010 -0.054 -0.032 -0.017 -0.035 -0.002 0.017 0.022 1.000 -0.032 -0.004 -0.010 -0.071 0.042 0.016 -0.065 -0.061 0.050 -0.031 -0.018 | -| psi2s_p | -0.020 0.028 -0.011 0.162 0.002 -0.107 -0.112 -0.002 -0.002 -0.095 0.034 -0.001 -0.032 1.000 -0.003 0.004 -0.174 0.022 0.027 -0.461 -0.008 0.028 -0.103 0.001 | -| omega_s | -0.004 0.000 -0.045 -0.017 0.005 -0.012 0.001 0.615 0.012 -0.010 0.002 0.039 -0.004 -0.003 1.000 -0.008 -0.000 0.000 -0.000 -0.007 -0.005 -0.000 -0.014 -0.005 | -| rho_s | 0.045 0.001 0.016 0.008 -0.006 0.017 -0.017 0.459 0.093 -0.005 -0.162 0.009 -0.010 0.004 -0.008 1.000 -0.012 0.009 -0.013 0.007 0.216 0.001 0.020 0.024 | -| p4040_p | 0.005 0.023 -0.070 -0.368 0.001 -0.207 0.323 -0.005 -0.004 0.208 -0.046 0.001 -0.071 -0.174 -0.000 -0.012 1.000 0.194 -0.012 -0.059 -0.002 0.017 0.284 -0.044 | -| p3770_p | 0.388 0.025 -0.080 -0.269 0.001 -0.130 0.206 0.002 -0.008 0.074 0.048 0.004 0.042 0.022 0.000 0.009 0.194 1.000 -0.038 -0.242 0.029 0.033 -0.045 -0.070 | -| DDstar_s | 0.024 0.011 0.064 0.025 0.000 0.043 -0.008 -0.004 0.002 0.034 -0.087 -0.003 0.016 0.027 -0.000 -0.013 -0.012 -0.038 1.000 -0.013 -0.006 -0.002 0.024 0.012 | -| p3770_s | -0.003 0.027 -0.092 -0.198 0.002 0.073 -0.005 0.001 0.006 -0.004 0.018 -0.015 -0.065 -0.461 -0.007 0.007 -0.059 -0.242 -0.013 1.000 0.040 0.027 -0.003 0.004 | -| bplus_0 | 0.047 0.002 -0.033 0.002 -0.003 0.029 -0.009 0.077 -0.019 0.006 -0.888 -0.013 -0.061 -0.008 -0.005 0.216 -0.002 0.029 -0.006 0.040 1.000 0.002 0.044 0.033 | -| Dbar_s | 0.022 -0.001 0.004 0.006 -0.000 0.002 0.025 0.001 0.001 0.014 -0.000 -0.001 0.050 0.028 -0.000 0.001 0.017 0.033 -0.002 0.027 0.002 1.000 0.002 0.001 | -| p4160_s | -0.109 0.007 0.174 0.236 0.003 0.078 -0.102 0.007 0.026 -0.149 -0.011 -0.033 -0.031 -0.103 -0.014 0.020 0.284 -0.045 0.024 -0.003 0.044 0.002 1.000 0.317 | -| p4415_s | 0.007 0.001 -0.028 0.225 0.001 0.185 -0.097 0.008 0.009 -0.157 0.112 -0.011 -0.018 0.001 -0.005 0.024 -0.044 -0.070 0.012 0.004 0.033 0.001 0.317 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30722320680764037}), (, {'error': 0.07334333177738417}), (, {'error': 0.09000138735649432}), (, {'error': 0.2192807531290395}), (, {'error': 0.306258344885844}), (, {'error': 0.1688829749783205}), (, {'error': 0.09904360996089334}), (, {'error': 0.25829434060490364}), (, {'error': 0.2607472209032906}), (, {'error': 0.1526968114554812}), (, {'error': 0.041112949048784264}), (, {'error': 0.8856139544779316}), (, {'error': 0.025515701321383588}), (, {'error': 0.03143815569214681}), (, {'error': 1.0267128458904442}), (, {'error': 0.3361066822205443}), (, {'error': 0.20652625496773602}), (, {'error': 0.10206877534061731}), (, {'error': 0.053352899787405095}), (, {'error': 0.22963305678078294}), (, {'error': 0.022486340673834704}), (, {'error': 0.016936341303957908}), (, {'error': 0.16650412063509656}), (, {'error': 0.19293028215722485})]) -Toy 4/25 -Time taken: 33 min, 30 s -Projected time left: 2 h, 55 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1319 (1319 total) | -| EDM = 1.25E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297114.8985894029 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.30 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.55 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -1.93 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.89 | 0.26 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.46 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 11| phi_s | 19.4 | 1.8 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.610 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 4.12 | 0.20 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.67 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.482 | 0.021 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.35 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.104 -0.122 -0.369 -0.000 -0.155 0.033 0.027 0.018 -0.097 0.220 -0.004 0.213 -0.052 -0.004 0.049 -0.038 0.361 0.008 -0.030 0.035 0.030 -0.122 -0.019 | -| DDstar_p | -0.104 1.000 -0.254 -0.096 0.012 -0.129 0.280 0.034 -0.013 0.063 0.344 0.015 0.262 0.048 -0.007 0.064 0.178 0.277 0.032 0.211 0.021 -0.004 -0.071 -0.066 | -| bplus_2 | -0.122 -0.254 1.000 0.696 -0.062 0.130 -0.105 -0.008 0.227 0.167 -0.276 -0.106 0.086 -0.009 0.011 -0.020 -0.089 -0.123 0.009 -0.131 -0.051 0.005 0.160 0.009 | -| Ctt | -0.369 -0.096 0.696 1.000 -0.015 0.342 -0.409 0.003 0.092 -0.097 -0.196 -0.034 0.179 0.185 0.003 -0.003 -0.329 -0.256 -0.002 -0.199 -0.008 0.003 0.257 0.234 | -| phi_p | -0.000 0.012 -0.062 -0.015 1.000 -0.016 -0.003 0.114 -0.174 -0.015 -0.018 0.897 -0.015 -0.008 0.000 0.022 -0.007 0.004 0.001 -0.011 0.018 0.001 -0.018 -0.008 | -| p4040_s | -0.155 -0.129 0.130 0.342 -0.016 1.000 -0.540 0.005 0.051 -0.245 -0.017 -0.027 -0.065 -0.059 0.002 0.008 -0.235 -0.169 0.010 0.067 0.022 0.000 0.080 0.154 | -| p4160_p | 0.033 0.280 -0.105 -0.409 -0.003 -0.540 1.000 0.001 -0.016 0.325 0.027 -0.000 0.023 -0.114 0.000 0.004 0.301 0.247 0.043 0.043 0.010 0.031 -0.152 -0.048 | -| omega_p | 0.027 0.034 -0.008 0.003 0.114 0.005 0.001 1.000 -0.013 -0.004 -0.099 0.092 0.004 0.002 -0.437 0.657 -0.001 0.018 0.000 0.010 0.149 0.001 0.008 0.012 | -| rho_p | 0.018 -0.013 0.227 0.092 -0.174 0.051 -0.016 -0.013 1.000 0.033 0.023 -0.140 -0.073 -0.000 -0.018 0.167 -0.005 -0.014 0.000 0.014 -0.013 0.001 0.062 0.031 | -| p4415_p | -0.097 0.063 0.167 -0.097 -0.015 -0.245 0.325 -0.004 0.033 1.000 -0.102 -0.022 -0.000 -0.093 0.003 -0.007 0.185 0.087 0.035 0.009 0.010 0.018 -0.219 -0.146 | -| bplus_1 | 0.220 0.344 -0.276 -0.196 -0.018 -0.017 0.027 -0.099 0.023 -0.102 1.000 -0.004 0.107 0.041 0.020 -0.163 0.013 0.143 -0.007 0.083 -0.826 -0.001 -0.020 0.072 | -| phi_s | -0.004 0.015 -0.106 -0.034 0.897 -0.027 -0.000 0.092 -0.140 -0.022 -0.004 1.000 -0.001 -0.008 -0.007 0.002 -0.006 0.006 0.001 -0.017 0.001 0.000 -0.032 -0.015 | -| jpsi_p | 0.213 0.262 0.086 0.179 -0.015 -0.065 0.023 0.004 -0.073 -0.000 0.107 -0.001 1.000 -0.016 0.002 0.021 -0.049 0.115 0.062 -0.009 -0.050 0.058 -0.055 -0.032 | -| psi2s_p | -0.052 0.048 -0.009 0.185 -0.008 -0.059 -0.114 0.002 -0.000 -0.093 0.041 -0.008 -0.016 1.000 0.001 0.008 -0.193 0.044 0.030 -0.425 -0.005 0.032 -0.092 -0.007 | -| omega_s | -0.004 -0.007 0.011 0.003 0.000 0.002 0.000 -0.437 -0.018 0.003 0.020 -0.007 0.002 0.001 1.000 -0.125 0.001 -0.003 -0.000 -0.000 -0.029 -0.000 0.001 -0.001 | -| rho_s | 0.049 0.064 -0.020 -0.003 0.022 0.008 0.004 0.657 0.167 -0.007 -0.163 0.002 0.021 0.008 -0.125 1.000 0.001 0.034 -0.001 0.020 0.258 0.001 0.013 0.020 | -| p4040_p | -0.038 0.178 -0.089 -0.329 -0.007 -0.235 0.301 -0.001 -0.005 0.185 0.013 -0.006 -0.049 -0.193 0.001 0.001 1.000 0.199 0.027 -0.022 0.013 0.024 0.282 -0.004 | -| p3770_p | 0.361 0.277 -0.123 -0.256 0.004 -0.169 0.247 0.018 -0.014 0.087 0.143 0.006 0.115 0.044 -0.003 0.034 0.199 1.000 0.022 -0.195 0.036 0.039 -0.074 -0.074 | -| DDstar_s | 0.008 0.032 0.009 -0.002 0.001 0.010 0.043 0.000 0.000 0.035 -0.007 0.001 0.062 0.030 -0.000 -0.001 0.027 0.022 1.000 0.027 0.000 -0.002 0.011 0.003 | -| p3770_s | -0.030 0.211 -0.131 -0.199 -0.011 0.067 0.043 0.010 0.014 0.009 0.083 -0.017 -0.009 -0.425 -0.000 0.020 -0.022 -0.195 0.027 1.000 0.046 0.033 -0.007 -0.009 | -| bplus_0 | 0.035 0.021 -0.051 -0.008 0.018 0.022 0.010 0.149 -0.013 0.010 -0.826 0.001 -0.050 -0.005 -0.029 0.258 0.013 0.036 0.000 0.046 1.000 0.002 0.036 0.026 | -| Dbar_s | 0.030 -0.004 0.005 0.003 0.001 0.000 0.031 0.001 0.001 0.018 -0.001 0.000 0.058 0.032 -0.000 0.001 0.024 0.039 -0.002 0.033 0.002 1.000 0.003 0.001 | -| p4160_s | -0.122 -0.071 0.160 0.257 -0.018 0.080 -0.152 0.008 0.062 -0.219 -0.020 -0.032 -0.055 -0.092 0.001 0.013 0.282 -0.074 0.011 -0.007 0.036 0.003 1.000 0.292 | -| p4415_s | -0.019 -0.066 0.009 0.234 -0.008 0.154 -0.048 0.012 0.031 -0.146 0.072 -0.015 -0.032 -0.007 -0.001 0.020 -0.004 -0.074 0.003 -0.009 0.026 0.001 0.292 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3412204811144184}), (, {'error': 0.3327993821175288}), (, {'error': 0.08910189739568253}), (, {'error': 0.2226853007622671}), (, {'error': 0.41768222923453857}), (, {'error': 0.16852953152743777}), (, {'error': 0.10606804437291384}), (, {'error': 0.2552507450141035}), (, {'error': 0.44871146301989917}), (, {'error': 0.1603997605084917}), (, {'error': 0.042396487642225256}), (, {'error': 1.776025954029853}), (, {'error': 0.026790433650722534}), (, {'error': 0.031853042223580985}), (, {'error': 3.2152893477652533}), (, {'error': 0.35950239817840857}), (, {'error': 0.20130093098567592}), (, {'error': 0.10777058964218167}), (, {'error': 0.022389686904915107}), (, {'error': 0.2290001594852391}), (, {'error': 0.020588658462987963}), (, {'error': 0.020296697288091747}), (, {'error': 0.16670988230541361}), (, {'error': 0.1882174921474744})]) -Toy 5/25 -Time taken: 41 min, 45 s -Projected time left: 2 h, 47 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1355 (1355 total) | -| EDM = 0.017 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297199.44682738127 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -2.5 | 2.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.24 | 0.07 | | | -2 | 2 | | -| 3 | Ctt | -0.07 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | -0.23 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.75 | 0.14 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -2.46 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 6.25 | 0.24 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.24 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.68 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.938 | 0.020 | | | -2 | 2 | | -| 11| phi_s | 17.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 1.601 | 0.020 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.806 | 0.025 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.21 | 0.26 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -2.69 | 0.20 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -3.05 | 0.18 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.16 | 0.22 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.500 | 0.011 | | | -2 | 2 | | -| 21| Dbar_s | -0.13 | 0.35 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.18 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.35 | 0.13 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.927 -0.818 0.916 0.063 0.566 -0.024 0.008 0.281 0.404 -0.907 0.021 -0.133 0.322 0.131 -0.067 0.550 -0.825 -0.538 0.609 -0.901 0.985 0.521 0.049 | -| DDstar_p | 0.927 1.000 -0.760 0.860 0.056 0.498 0.000 0.007 0.248 0.363 -0.807 0.020 -0.159 0.281 0.117 -0.060 0.521 -0.760 -0.445 0.564 -0.802 0.933 0.458 0.011 | -| bplus_2 | -0.818 -0.760 1.000 -0.672 -0.032 -0.466 0.067 -0.005 -0.115 -0.287 0.713 -0.041 0.114 -0.272 -0.081 0.097 -0.420 0.694 0.409 -0.482 0.708 -0.818 -0.414 -0.091 | -| Ctt | 0.916 0.860 -0.672 1.000 0.055 0.571 -0.095 0.007 0.250 0.367 -0.835 0.019 -0.196 0.346 0.117 -0.063 0.449 -0.778 -0.475 0.535 -0.828 0.916 0.526 0.109 | -| phi_p | 0.063 0.056 -0.032 0.055 1.000 0.039 -0.001 0.003 0.082 0.028 -0.052 0.479 -0.012 0.020 0.003 0.037 0.035 -0.055 -0.031 0.040 -0.051 0.063 0.036 0.003 | -| p4040_s | 0.566 0.498 -0.466 0.571 0.039 1.000 -0.220 0.005 0.175 0.178 -0.497 0.007 -0.051 0.168 0.077 -0.032 0.268 -0.470 -0.230 0.404 -0.493 0.572 0.287 0.087 | -| p4160_p | -0.024 0.000 0.067 -0.095 -0.001 -0.220 1.000 -0.000 -0.009 0.175 0.021 -0.001 0.153 0.021 -0.005 0.002 0.083 0.105 0.304 0.013 0.023 -0.040 -0.067 0.037 | -| omega_p | 0.008 0.007 -0.005 0.007 0.003 0.005 -0.000 1.000 -0.018 0.003 -0.007 0.004 -0.002 0.002 0.083 -0.011 0.004 -0.007 -0.004 0.005 -0.007 0.008 0.004 0.000 | -| rho_p | 0.281 0.248 -0.115 0.250 0.082 0.175 -0.009 -0.018 1.000 0.128 -0.230 0.099 -0.031 0.087 0.460 0.191 0.160 -0.245 -0.168 0.180 -0.244 0.282 0.164 0.010 | -| p4415_p | 0.404 0.363 -0.287 0.367 0.028 0.178 0.175 0.003 0.128 1.000 -0.364 0.005 0.007 0.134 0.056 -0.022 0.311 -0.303 -0.051 0.273 -0.359 0.403 0.139 -0.052 | -| bplus_1 | -0.907 -0.807 0.713 -0.835 -0.052 -0.497 0.021 -0.007 -0.230 -0.364 1.000 -0.022 0.159 -0.273 -0.113 0.076 -0.501 0.768 0.482 -0.534 0.773 -0.911 -0.452 -0.004 | -| phi_s | 0.021 0.020 -0.041 0.019 0.479 0.007 -0.001 0.004 0.099 0.005 -0.022 1.000 -0.019 0.006 0.038 0.046 0.009 -0.017 0.000 0.008 -0.025 0.021 0.005 -0.001 | -| jpsi_p | -0.133 -0.159 0.114 -0.196 -0.012 -0.051 0.153 -0.002 -0.031 0.007 0.159 -0.019 1.000 0.089 -0.023 0.013 -0.030 0.165 0.373 0.010 0.160 -0.159 -0.081 -0.042 | -| psi2s_p | 0.322 0.281 -0.272 0.346 0.020 0.168 0.021 0.002 0.087 0.134 -0.273 0.006 0.089 1.000 0.040 -0.019 0.128 -0.249 0.009 0.066 -0.271 0.309 0.137 0.011 | -| omega_s | 0.131 0.117 -0.081 0.117 0.003 0.077 -0.005 0.083 0.460 0.056 -0.113 0.038 -0.023 0.040 1.000 -0.110 0.073 -0.113 -0.072 0.081 -0.121 0.131 0.071 0.004 | -| rho_s | -0.067 -0.060 0.097 -0.063 0.037 -0.032 0.002 -0.011 0.191 -0.022 0.076 0.046 0.013 -0.019 -0.110 1.000 -0.036 0.053 0.033 -0.038 0.092 -0.068 -0.028 -0.001 | -| p4040_p | 0.550 0.521 -0.420 0.449 0.035 0.268 0.083 0.004 0.160 0.311 -0.501 0.009 -0.030 0.128 0.073 -0.036 1.000 -0.407 -0.158 0.303 -0.497 0.540 0.468 0.053 | -| p3770_p | -0.825 -0.760 0.694 -0.778 -0.055 -0.470 0.105 -0.007 -0.245 -0.303 0.768 -0.017 0.165 -0.249 -0.113 0.053 -0.407 1.000 0.506 -0.563 0.764 -0.843 -0.438 -0.063 | -| DDstar_s | -0.538 -0.445 0.409 -0.475 -0.031 -0.230 0.304 -0.004 -0.168 -0.051 0.482 0.000 0.373 0.009 -0.072 0.033 -0.158 0.506 1.000 -0.189 0.475 -0.504 -0.244 -0.066 | -| p3770_s | 0.609 0.564 -0.482 0.535 0.040 0.404 0.013 0.005 0.180 0.273 -0.534 0.008 0.010 0.066 0.081 -0.038 0.303 -0.563 -0.189 1.000 -0.528 0.596 0.336 0.037 | -| bplus_0 | -0.901 -0.802 0.708 -0.828 -0.051 -0.493 0.023 -0.007 -0.244 -0.359 0.773 -0.025 0.160 -0.271 -0.121 0.092 -0.497 0.764 0.475 -0.528 1.000 -0.905 -0.448 -0.005 | -| Dbar_s | 0.985 0.933 -0.818 0.916 0.063 0.572 -0.040 0.008 0.282 0.403 -0.911 0.021 -0.159 0.309 0.131 -0.068 0.540 -0.843 -0.504 0.596 -0.905 1.000 0.527 0.054 | -| p4160_s | 0.521 0.458 -0.414 0.526 0.036 0.287 -0.067 0.004 0.164 0.139 -0.452 0.005 -0.081 0.137 0.071 -0.028 0.468 -0.438 -0.244 0.336 -0.448 0.527 1.000 0.164 | -| p4415_s | 0.049 0.011 -0.091 0.109 0.003 0.087 0.037 0.000 0.010 -0.052 -0.004 -0.001 -0.042 0.011 0.004 -0.001 0.053 -0.063 -0.066 0.037 -0.005 0.054 0.164 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.2832419543875666}), (, {'error': 0.3806097864932325}), (, {'error': 0.06821479628811644}), (, {'error': 0.2187364643837958}), (, {'error': 0.16573315189068305}), (, {'error': 0.14201319605674845}), (, {'error': 0.07102224770612753}), (, {'error': 0.23674674736172818}), (, {'error': 0.2336067761731564}), (, {'error': 0.13127750523528814}), (, {'error': 0.020283739027017966}), (, {'error': 0.7299018706076694}), (, {'error': 0.019789209401403607}), (, {'error': 0.025448409455426813}), (, {'error': 0.7591989820066276}), (, {'error': 0.2575712873928781}), (, {'error': 0.2023931039272704}), (, {'error': 0.177188825185151}), (, {'error': 0.40466779303838574}), (, {'error': 0.21770953836829254}), (, {'error': 0.01056631872470648}), (, {'error': 0.3486139271459503}), (, {'error': 0.13500129660928684}), (, {'error': 0.13468832077124504})]) -Toy 6/25 -Time taken: 50 min, 16 s -Projected time left: 2 h, 38 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1474 (1474 total) | -| EDM = 1.31E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297384.3785936594 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.75 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.28 | 0.10 | | | -2 | 2 | | -| 3 | Ctt | -0.82 | 0.21 | | | -1.5 | 1.5 | | -| 4 | phi_p | -5.49 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.70 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.36 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.46 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 5.76 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.38 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.92 | 0.07 | | | -2 | 2 | | -| 11| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 4.649 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.896 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.5 | 1.4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.66 | 0.30 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 4.22 | 0.26 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.13 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.06 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 0.94 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.173 0.075 -0.336 -0.005 -0.123 -0.041 -0.006 0.029 -0.105 -0.051 -0.025 0.133 -0.082 -0.019 0.038 -0.091 0.255 0.001 -0.100 -0.078 0.027 -0.086 0.003 | -| DDstar_p | -0.173 1.000 0.285 -0.051 0.003 -0.179 0.057 -0.018 -0.000 -0.104 -0.131 -0.015 -0.032 -0.095 -0.044 0.092 0.047 0.173 0.044 0.089 -0.141 0.004 -0.104 -0.073 | -| bplus_2 | 0.075 0.285 1.000 -0.663 0.077 -0.131 0.010 -0.038 -0.252 -0.228 -0.035 0.117 -0.188 -0.045 -0.061 0.144 0.027 0.078 0.011 0.075 -0.194 0.002 -0.155 0.018 | -| Ctt | -0.336 -0.051 -0.663 1.000 -0.024 0.323 -0.343 0.010 0.102 -0.036 0.073 -0.051 0.268 0.231 0.013 -0.050 -0.281 -0.214 -0.007 -0.149 0.047 -0.003 0.253 0.224 | -| phi_p | -0.005 0.003 0.077 -0.024 1.000 -0.019 0.001 -0.055 -0.253 -0.015 0.004 0.542 0.021 -0.003 -0.117 0.087 -0.002 0.006 0.001 -0.010 0.001 0.000 -0.022 -0.009 | -| p4040_s | -0.123 -0.179 -0.131 0.323 -0.019 1.000 -0.501 0.004 0.058 -0.185 0.054 -0.039 -0.014 -0.032 0.001 -0.007 -0.192 -0.146 -0.002 0.090 -0.040 -0.003 0.112 0.172 | -| p4160_p | -0.041 0.057 0.010 -0.343 0.001 -0.501 1.000 0.000 -0.014 0.287 0.021 0.007 -0.060 -0.130 0.005 -0.013 0.264 0.164 0.043 -0.009 0.026 0.025 -0.124 -0.035 | -| omega_p | -0.006 -0.018 -0.038 0.010 -0.055 0.004 0.000 1.000 0.018 0.007 -0.046 0.004 -0.022 -0.002 0.734 0.060 0.000 -0.005 -0.000 -0.000 0.052 0.000 0.005 -0.001 | -| rho_p | 0.029 -0.000 -0.252 0.102 -0.253 0.058 -0.014 0.018 1.000 0.042 0.004 -0.159 -0.088 0.003 0.096 0.111 -0.004 -0.018 0.000 0.020 -0.019 0.002 0.070 0.029 | -| p4415_p | -0.105 -0.104 -0.228 -0.036 -0.015 -0.185 0.287 0.007 0.042 1.000 0.085 -0.023 0.002 -0.066 0.013 -0.033 0.159 0.046 0.017 -0.004 0.021 0.008 -0.188 -0.135 | -| bplus_1 | -0.051 -0.131 -0.035 0.073 0.004 0.054 0.021 -0.046 0.004 0.085 1.000 -0.102 -0.040 0.030 -0.132 0.258 0.024 -0.088 -0.009 -0.020 -0.923 -0.004 0.031 -0.017 | -| phi_s | -0.025 -0.015 0.117 -0.051 0.542 -0.039 0.007 0.004 -0.159 -0.023 -0.102 1.000 0.040 -0.006 -0.004 -0.026 -0.000 0.009 0.000 -0.020 0.117 -0.001 -0.045 -0.023 | -| jpsi_p | 0.133 -0.032 -0.188 0.268 0.021 -0.014 -0.060 -0.022 -0.088 0.002 -0.040 0.040 1.000 -0.023 -0.021 0.001 -0.089 -0.008 0.061 -0.079 0.097 0.052 -0.014 -0.010 | -| psi2s_p | -0.082 -0.095 -0.045 0.231 -0.003 -0.032 -0.130 -0.002 0.003 -0.066 0.030 -0.006 -0.023 1.000 -0.003 0.000 -0.187 0.006 0.024 -0.456 -0.008 0.026 -0.056 0.017 | -| omega_s | -0.019 -0.044 -0.061 0.013 -0.117 0.001 0.005 0.734 0.096 0.013 -0.132 -0.004 -0.021 -0.003 1.000 -0.289 0.003 -0.007 -0.002 -0.002 0.151 -0.000 0.002 -0.008 | -| rho_s | 0.038 0.092 0.144 -0.050 0.087 -0.007 -0.013 0.060 0.111 -0.033 0.258 -0.026 0.001 0.000 -0.289 1.000 -0.007 0.009 0.004 -0.001 -0.308 0.001 -0.010 0.014 | -| p4040_p | -0.091 0.047 0.027 -0.281 -0.002 -0.192 0.264 0.000 -0.004 0.159 0.024 -0.000 -0.089 -0.187 0.003 -0.007 1.000 0.156 0.023 -0.049 0.004 0.015 0.298 0.001 | -| p3770_p | 0.255 0.173 0.078 -0.214 0.006 -0.146 0.164 -0.005 -0.018 0.046 -0.088 0.009 -0.008 0.006 -0.007 0.009 0.156 1.000 0.033 -0.232 0.019 0.040 -0.062 -0.078 | -| DDstar_s | 0.001 0.044 0.011 -0.007 0.001 -0.002 0.043 -0.000 0.000 0.017 -0.009 0.000 0.061 0.024 -0.002 0.004 0.023 0.033 1.000 0.032 -0.004 -0.001 0.002 -0.004 | -| p3770_s | -0.100 0.089 0.075 -0.149 -0.010 0.090 -0.009 -0.000 0.020 -0.004 -0.020 -0.020 -0.079 -0.456 -0.002 -0.001 -0.049 -0.232 0.032 1.000 -0.019 0.028 0.014 0.003 | -| bplus_0 | -0.078 -0.141 -0.194 0.047 0.001 -0.040 0.026 0.052 -0.019 0.021 -0.923 0.117 0.097 -0.008 0.151 -0.308 0.004 0.019 -0.004 -0.019 1.000 -0.001 -0.033 -0.047 | -| Dbar_s | 0.027 0.004 0.002 -0.003 0.000 -0.003 0.025 0.000 0.002 0.008 -0.004 -0.001 0.052 0.026 -0.000 0.001 0.015 0.040 -0.001 0.028 -0.001 1.000 -0.001 -0.001 | -| p4160_s | -0.086 -0.104 -0.155 0.253 -0.022 0.112 -0.124 0.005 0.070 -0.188 0.031 -0.045 -0.014 -0.056 0.002 -0.010 0.298 -0.062 0.002 0.014 -0.033 -0.001 1.000 0.298 | -| p4415_s | 0.003 -0.073 0.018 0.224 -0.009 0.172 -0.035 -0.001 0.029 -0.135 -0.017 -0.023 -0.010 0.017 -0.008 0.014 0.001 -0.078 -0.004 0.003 -0.047 -0.001 0.298 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3084549645992949}), (, {'error': 0.32442248790707007}), (, {'error': 0.09652030380260213}), (, {'error': 0.2052294372994175}), (, {'error': 0.16640052837372155}), (, {'error': 0.1722084482610049}), (, {'error': 0.1054122556044188}), (, {'error': 0.3104245683714}), (, {'error': 0.23814631351377713}), (, {'error': 0.22420421811620628}), (, {'error': 0.06743607481881186}), (, {'error': 1.0209638962866219}), (, {'error': 0.023708965573352003}), (, {'error': 0.03138189432110927}), (, {'error': 1.4286010023371363}), (, {'error': 0.29629158085805407}), (, {'error': 0.2633762605941179}), (, {'error': 0.100742246538426}), (, {'error': 0.024893957280414936}), (, {'error': 0.22754101905680857}), (, {'error': 0.036122146957443646}), (, {'error': 0.019069854085517257}), (, {'error': 0.1687951002432484}), (, {'error': 0.19366234123148302})]) -Toy 7/25 -Time taken: 59 min, 22 s -Projected time left: 2 h, 32 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=244 (244 total) | -| EDM = 4.49E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297346.91249042406 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -2.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -2.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.14 | 0.05 | | | -2 | 2 | | -| 3 | Ctt | 0.04 | 0.14 | | | -1.5 | 1.5 | | -| 4 | phi_p | 0.92 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.90 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.02 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.26 | 1.50 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 5.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.35 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.906 | 0.014 | | | -2 | 2 | | -| 11| phi_s | 20.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 1.591 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.799 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5 | 4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.3 | 0.8 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.35 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.32 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.17 | 0.11 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.58 | 0.21 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.459 | 0.007 | | | -2 | 2 | | -| 21| Dbar_s | 0.15 | 0.12 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.06 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.65 | 0.16 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.314 0.103 -0.328 0.069 -0.007 -0.079 -0.104 0.115 -0.094 0.187 -0.009 -0.049 -0.109 -0.106 0.103 -0.163 0.151 0.012 -0.171 0.196 -0.279 -0.085 0.021 | -| DDstar_p | -0.314 1.000 -0.097 0.132 0.101 -0.142 0.042 -0.149 0.152 -0.078 0.277 0.008 -0.185 -0.086 -0.151 0.155 0.001 0.050 -0.126 0.021 0.278 0.216 -0.101 -0.108 | -| bplus_2 | 0.103 -0.097 1.000 0.440 -0.157 0.007 0.009 0.168 -0.088 0.091 -0.185 -0.132 -0.102 -0.027 0.170 -0.215 0.013 0.023 0.082 -0.022 -0.178 -0.017 0.073 -0.050 | -| Ctt | -0.328 0.132 0.440 1.000 -0.006 0.246 -0.248 0.004 0.005 -0.080 -0.078 -0.013 -0.230 0.196 0.004 -0.011 -0.135 -0.108 -0.001 -0.059 -0.069 0.202 0.159 0.194 | -| phi_p | 0.069 0.101 -0.157 -0.006 1.000 -0.008 0.019 -0.678 0.601 -0.009 -0.034 0.329 0.051 0.015 -0.688 0.703 0.001 0.059 -0.066 0.008 0.177 -0.022 -0.018 0.013 | -| p4040_s | -0.007 -0.142 0.007 0.246 -0.008 1.000 -0.363 0.005 0.003 -0.168 0.032 -0.015 -0.004 0.015 0.005 -0.009 -0.192 -0.096 0.001 0.107 0.033 0.088 -0.136 0.078 | -| p4160_p | -0.079 0.042 0.009 -0.248 0.019 -0.363 1.000 -0.021 0.020 0.390 0.020 0.006 0.274 0.062 -0.021 0.023 0.195 0.253 -0.378 0.129 0.026 -0.125 -0.055 -0.023 | -| omega_p | -0.104 -0.149 0.168 0.004 -0.678 0.005 -0.021 1.000 -0.910 0.012 0.035 -0.044 -0.078 -0.019 0.991 -0.947 -0.001 -0.077 0.081 -0.013 -0.269 0.028 0.016 -0.024 | -| rho_p | 0.115 0.152 -0.088 0.005 0.601 0.003 0.020 -0.910 1.000 -0.005 -0.013 -0.001 0.082 0.019 -0.920 0.883 0.006 0.078 -0.077 0.021 0.296 -0.038 -0.003 0.029 | -| p4415_p | -0.094 -0.078 0.091 -0.080 -0.009 -0.168 0.390 0.012 -0.005 1.000 -0.016 -0.011 0.196 0.043 0.012 -0.016 0.224 0.141 -0.324 0.121 -0.010 -0.001 -0.088 -0.079 | -| bplus_1 | 0.187 0.277 -0.185 -0.078 -0.034 0.032 0.020 0.035 -0.013 -0.016 1.000 -0.019 0.076 0.027 0.035 -0.042 0.013 0.119 -0.154 0.065 -0.325 -0.115 0.018 0.086 | -| phi_s | -0.009 0.008 -0.132 -0.013 0.329 -0.015 0.006 -0.044 -0.001 -0.011 -0.019 1.000 -0.025 0.001 -0.047 0.063 -0.009 0.008 -0.025 -0.014 -0.015 0.005 -0.026 -0.010 | -| jpsi_p | -0.049 -0.185 -0.102 -0.230 0.051 -0.004 0.274 -0.078 0.082 0.196 0.076 -0.025 1.000 0.193 -0.079 0.073 0.176 0.182 -0.242 0.237 0.101 -0.290 -0.020 -0.059 | -| psi2s_p | -0.109 -0.086 -0.027 0.196 0.015 0.015 0.062 -0.019 0.019 0.043 0.027 0.001 0.193 1.000 -0.020 0.020 -0.035 0.127 -0.122 -0.169 0.029 -0.117 -0.054 -0.007 | -| omega_s | -0.106 -0.151 0.170 0.004 -0.688 0.005 -0.021 0.991 -0.920 0.012 0.035 -0.047 -0.079 -0.020 1.000 -0.968 -0.001 -0.079 0.083 -0.014 -0.274 0.029 0.016 -0.024 | -| rho_s | 0.103 0.155 -0.215 -0.011 0.703 -0.009 0.023 -0.947 0.883 -0.016 -0.042 0.063 0.073 0.020 -0.968 1.000 -0.001 0.081 -0.091 0.010 0.276 -0.028 -0.024 0.022 | -| p4040_p | -0.163 0.001 0.013 -0.135 0.001 -0.192 0.195 -0.001 0.006 0.224 0.013 -0.009 0.176 -0.035 -0.001 -0.001 1.000 0.189 -0.243 0.072 0.020 -0.064 0.300 0.034 | -| p3770_p | 0.151 0.050 0.023 -0.108 0.059 -0.096 0.253 -0.077 0.078 0.141 0.119 0.008 0.182 0.127 -0.079 0.081 0.189 1.000 -0.092 -0.078 0.132 -0.401 -0.030 -0.057 | -| DDstar_s | 0.012 -0.126 0.082 -0.001 -0.066 0.001 -0.378 0.081 -0.077 -0.324 -0.154 -0.025 -0.242 -0.122 0.083 -0.091 -0.243 -0.092 1.000 -0.173 -0.140 -0.434 -0.042 0.081 | -| p3770_s | -0.171 0.021 -0.022 -0.059 0.008 0.107 0.129 -0.013 0.021 0.121 0.065 -0.014 0.237 -0.169 -0.014 0.010 0.072 -0.078 -0.173 1.000 0.075 -0.130 0.028 -0.006 | -| bplus_0 | 0.196 0.278 -0.178 -0.069 0.177 0.033 0.026 -0.269 0.296 -0.010 -0.325 -0.015 0.101 0.029 -0.274 0.276 0.020 0.132 -0.140 0.075 1.000 -0.105 0.024 0.087 | -| Dbar_s | -0.279 0.216 -0.017 0.202 -0.022 0.088 -0.125 0.028 -0.038 -0.001 -0.115 0.005 -0.290 -0.117 0.029 -0.028 -0.064 -0.401 -0.434 -0.130 -0.105 1.000 0.097 0.018 | -| p4160_s | -0.085 -0.101 0.073 0.159 -0.018 -0.136 -0.055 0.016 -0.003 -0.088 0.018 -0.026 -0.020 -0.054 0.016 -0.024 0.300 -0.030 -0.042 0.028 0.024 0.097 1.000 0.240 | -| p4415_s | 0.021 -0.108 -0.050 0.194 0.013 0.078 -0.023 -0.024 0.029 -0.079 0.086 -0.010 -0.059 -0.007 -0.024 0.022 0.034 -0.057 0.081 -0.006 0.087 0.018 0.240 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5710936922239578}), (, {'error': 0.4314366048155154}), (, {'error': 0.054072703834699754}), (, {'error': 0.13602624848745182}), (, {'error': 0.17180359263360145}), (, {'error': 0.14884324085563905}), (, {'error': 0.10241897553471535}), (, {'error': 1.4978556239483418}), (, {'error': 0.6567759968604765}), (, {'error': 0.12545088732455212}), (, {'error': 0.013703351088173443}), (, {'error': 0.8481016420159051}), (, {'error': 0.026559041995084964}), (, {'error': 0.030283194483466502}), (, {'error': 4.434642005786633}), (, {'error': 0.8266275470536528}), (, {'error': 0.18301213002058514}), (, {'error': 0.11037891199657945}), (, {'error': 0.11462267883036659}), (, {'error': 0.20851166553055211}), (, {'error': 0.007087765840182891}), (, {'error': 0.11632832918069064}), (, {'error': 0.14313530744482184}), (, {'error': 0.15839965567092318})]) -Toy 8/25 -Time taken: 1 h, 3 min -Projected time left: 2 h, 15 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1309 (1309 total) | -| EDM = 0.000285 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297177.38998315495 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.93 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.10 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.05 | 0.20 | | | -1.5 | 1.5 | | -| 4 | phi_p | 0.75 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.12 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.13 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -4.99 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.05 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.99 | 0.05 | | | -2 | 2 | | -| 11| phi_s | 21.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.617 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.915 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 2.1 | 1.5 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.43 | 0.16 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.84 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.59 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.515 | 0.022 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.50 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.113 -0.078 -0.301 0.002 0.003 0.032 0.002 0.001 -0.064 0.162 -0.004 0.223 -0.012 0.000 -0.014 -0.069 0.332 0.002 -0.032 0.034 0.019 -0.072 0.037 | -| DDstar_p | -0.113 1.000 -0.304 -0.087 -0.001 -0.095 0.106 -0.006 -0.009 -0.097 0.384 0.016 0.004 -0.085 -0.002 -0.029 -0.011 0.232 0.037 0.101 0.032 0.006 -0.097 -0.012 | -| bplus_2 | -0.078 -0.304 1.000 0.675 -0.008 0.064 -0.021 0.032 0.060 0.197 -0.381 -0.115 0.172 0.021 0.019 0.016 -0.000 -0.100 -0.003 -0.063 0.056 0.002 0.124 -0.094 | -| Ctt | -0.301 -0.087 0.675 1.000 0.005 0.346 -0.365 0.016 0.023 -0.052 -0.174 -0.037 0.258 0.212 0.006 0.008 -0.165 -0.227 -0.005 -0.111 0.005 0.004 0.247 0.193 | -| phi_p | 0.002 -0.001 -0.008 0.005 1.000 -0.000 -0.004 0.062 -0.071 -0.005 -0.001 0.497 -0.004 -0.003 0.004 -0.014 -0.007 -0.000 0.001 -0.005 -0.006 0.001 -0.004 -0.001 | -| p4040_s | 0.003 -0.095 0.064 0.346 -0.000 1.000 -0.508 0.004 0.006 -0.242 0.026 -0.012 0.052 0.107 0.002 -0.003 -0.242 -0.128 -0.003 0.137 0.018 -0.005 -0.095 0.128 | -| p4160_p | 0.032 0.106 -0.021 -0.365 -0.004 -0.508 1.000 -0.000 -0.000 0.294 -0.032 -0.007 -0.066 -0.165 0.001 0.001 0.004 0.183 0.047 -0.056 0.015 0.029 -0.175 -0.063 | -| omega_p | 0.002 -0.006 0.032 0.016 0.062 0.004 -0.000 1.000 -0.057 0.007 -0.009 0.030 -0.010 -0.001 -0.327 -0.429 0.003 -0.002 0.000 0.003 0.005 0.000 0.008 0.001 | -| rho_p | 0.001 -0.009 0.060 0.023 -0.071 0.006 -0.000 -0.057 1.000 0.012 0.016 -0.029 -0.023 -0.000 0.009 -0.028 0.006 -0.005 -0.000 0.005 -0.021 0.000 0.014 0.001 | -| p4415_p | -0.064 -0.097 0.197 -0.052 -0.005 -0.242 0.294 0.007 0.012 1.000 -0.123 -0.029 -0.026 -0.108 0.005 0.007 0.067 0.044 0.033 -0.032 0.018 0.017 -0.180 -0.168 | -| bplus_1 | 0.162 0.384 -0.381 -0.174 -0.001 0.026 -0.032 -0.009 0.016 -0.123 1.000 0.017 0.007 0.001 0.005 0.055 -0.026 0.113 0.008 0.042 -0.826 0.001 -0.011 0.116 | -| phi_s | -0.004 0.016 -0.115 -0.037 0.497 -0.012 -0.007 0.030 -0.029 -0.029 0.017 1.000 0.027 -0.004 -0.013 0.009 -0.022 0.003 0.001 -0.019 -0.019 0.000 -0.032 -0.005 | -| jpsi_p | 0.223 0.004 0.172 0.258 -0.004 0.052 -0.066 -0.010 -0.023 -0.026 0.007 0.027 1.000 -0.023 -0.001 -0.001 -0.114 0.012 0.055 -0.039 -0.055 0.043 -0.026 -0.011 | -| psi2s_p | -0.012 -0.085 0.021 0.212 -0.003 0.107 -0.165 -0.001 -0.000 -0.108 0.001 -0.004 -0.023 1.000 0.001 0.000 -0.241 -0.038 0.023 -0.380 -0.007 0.024 -0.070 0.028 | -| omega_s | 0.000 -0.002 0.019 0.006 0.004 0.002 0.001 -0.327 0.009 0.005 0.005 -0.013 -0.001 0.001 1.000 0.052 0.004 -0.001 -0.000 0.003 -0.005 -0.000 0.005 0.000 | -| rho_s | -0.014 -0.029 0.016 0.008 -0.014 -0.003 0.001 -0.429 -0.028 0.007 0.055 0.009 -0.001 0.000 0.052 1.000 0.002 -0.011 -0.001 -0.004 -0.091 -0.000 -0.001 -0.008 | -| p4040_p | -0.069 -0.011 -0.000 -0.165 -0.007 -0.242 0.004 0.003 0.006 0.067 -0.026 -0.022 -0.114 -0.241 0.004 0.002 1.000 0.084 0.033 -0.053 0.026 0.024 0.330 0.076 | -| p3770_p | 0.332 0.232 -0.100 -0.227 -0.000 -0.128 0.183 -0.002 -0.005 0.044 0.113 0.003 0.012 -0.038 -0.001 -0.011 0.084 1.000 0.034 -0.275 0.044 0.037 -0.069 -0.053 | -| DDstar_s | 0.002 0.037 -0.003 -0.005 0.001 -0.003 0.047 0.000 -0.000 0.033 0.008 0.001 0.055 0.023 -0.000 -0.001 0.033 0.034 1.000 0.023 0.001 -0.001 0.005 -0.001 | -| p3770_s | -0.032 0.101 -0.063 -0.111 -0.005 0.137 -0.056 0.003 0.005 -0.032 0.042 -0.019 -0.039 -0.380 0.003 -0.004 -0.053 -0.275 0.023 1.000 0.046 0.021 0.021 0.034 | -| bplus_0 | 0.034 0.032 0.056 0.005 -0.006 0.018 0.015 0.005 -0.021 0.018 -0.826 -0.019 -0.055 -0.007 -0.005 -0.091 0.026 0.044 0.001 0.046 1.000 0.001 0.040 0.026 | -| Dbar_s | 0.019 0.006 0.002 0.004 0.001 -0.005 0.029 0.000 0.000 0.017 0.001 0.000 0.043 0.024 -0.000 -0.000 0.024 0.037 -0.001 0.021 0.001 1.000 0.002 -0.001 | -| p4160_s | -0.072 -0.097 0.124 0.247 -0.004 -0.095 -0.175 0.008 0.014 -0.180 -0.011 -0.032 -0.026 -0.070 0.005 -0.001 0.330 -0.069 0.005 0.021 0.040 0.002 1.000 0.325 | -| p4415_s | 0.037 -0.012 -0.094 0.193 -0.001 0.128 -0.063 0.001 0.001 -0.168 0.116 -0.005 -0.011 0.028 0.000 -0.008 0.076 -0.053 -0.001 0.034 0.026 -0.001 0.325 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2957583989935775}), (, {'error': 0.3232871189175204}), (, {'error': 0.0936160978644287}), (, {'error': 0.20332789852631372}), (, {'error': 0.15336534966326676}), (, {'error': 0.17613871701742168}), (, {'error': 0.09675748316914579}), (, {'error': 0.18476705782196223}), (, {'error': 0.10927632181627667}), (, {'error': 0.14195169285810127}), (, {'error': 0.04808181286879265}), (, {'error': 0.902693164602292}), (, {'error': 0.025415851207220008}), (, {'error': 0.031439064915787185}), (, {'error': 0.923349563087779}), (, {'error': 1.5119541986060088}), (, {'error': 0.15667442537024545}), (, {'error': 0.08746323660724697}), (, {'error': 0.02157511669006712}), (, {'error': 0.22676041021312532}), (, {'error': 0.02247984635558664}), (, {'error': 0.015412684209576616}), (, {'error': 0.16781106384783184}), (, {'error': 0.18745195085804922})]) -Toy 9/25 -Time taken: 1 h, 12 min -Projected time left: 2 h, 8 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1432 (1432 total) | -| EDM = 6.51E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297468.80322427227 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 2.56 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.35 | 0.12 | | | -2 | 2 | | -| 3 | Ctt | -1.4 | 0.3 | | | -1.5 | 1.5 | | -| 4 | phi_p | -0.19 | 0.35 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.15 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 1.11 | 0.25 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -1.04 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.82 | 0.03 | | | -2 | 2 | | -| 11| phi_s | 16.3 | 1.4 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 4.722 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.53 | 0.16 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.42 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.67 | 0.25 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.446 | 0.018 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 22| p4160_s | 0.717 | 0.022 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 0.77 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.019 -0.170 -0.255 0.008 -0.183 0.003 0.025 0.018 -0.034 0.227 -0.002 0.373 0.079 -0.003 0.044 0.157 0.526 0.003 0.231 0.057 0.003 0.015 -0.101 | -| DDstar_p | -0.019 1.000 0.019 0.020 0.000 0.004 -0.000 0.002 0.004 0.022 -0.003 -0.002 0.095 0.047 0.000 0.003 0.051 0.033 0.003 0.032 0.003 -0.001 0.003 0.013 | -| bplus_2 | -0.170 0.019 1.000 0.903 -0.013 0.511 -0.003 -0.018 0.194 0.040 -0.290 -0.073 0.352 0.086 0.057 0.037 -0.396 -0.310 0.025 -0.427 -0.112 0.044 -0.029 0.332 | -| Ctt | -0.255 0.020 0.903 1.000 -0.024 0.648 -0.003 0.001 0.110 -0.136 -0.292 -0.056 0.382 0.172 0.027 0.034 -0.541 -0.398 0.017 -0.535 -0.074 0.053 -0.041 0.394 | -| phi_p | 0.008 0.000 -0.013 -0.024 1.000 -0.012 0.000 0.037 0.127 0.002 0.019 0.817 -0.043 -0.007 0.029 0.046 0.009 0.003 -0.000 0.009 -0.001 -0.001 0.001 -0.007 | -| p4040_s | -0.183 0.004 0.511 0.648 -0.012 1.000 0.004 0.006 0.080 -0.252 -0.116 -0.037 0.183 0.102 0.019 0.035 -0.488 -0.334 0.017 -0.225 -0.030 0.025 -0.041 0.213 | -| p4160_p | 0.003 -0.000 -0.003 -0.003 0.000 0.004 1.000 0.000 -0.001 0.005 0.000 0.000 0.000 0.003 -0.000 -0.000 -0.003 0.002 -0.000 0.002 0.000 -0.000 -0.003 -0.003 | -| omega_p | 0.025 0.002 -0.018 0.001 0.037 0.006 0.000 1.000 -0.069 -0.010 -0.142 0.027 0.007 0.004 -0.524 0.637 -0.003 0.011 -0.002 0.003 0.170 -0.001 -0.000 0.006 | -| rho_p | 0.018 0.004 0.194 0.110 0.127 0.080 -0.001 -0.069 1.000 0.020 0.026 0.139 -0.034 0.018 0.062 0.216 -0.027 -0.038 0.002 -0.028 -0.037 0.006 -0.003 0.066 | -| p4415_p | -0.034 0.022 0.040 -0.136 0.002 -0.252 0.005 -0.010 0.020 1.000 -0.099 -0.005 -0.030 -0.106 0.010 -0.008 0.089 0.093 0.006 0.056 0.013 0.004 0.014 -0.053 | -| bplus_1 | 0.227 -0.003 -0.290 -0.292 0.019 -0.116 0.000 -0.142 0.026 -0.099 1.000 0.034 -0.039 0.038 0.043 -0.220 0.130 0.143 -0.032 0.160 -0.860 -0.025 0.007 -0.050 | -| phi_s | -0.002 -0.002 -0.073 -0.056 0.817 -0.037 0.000 0.027 0.139 -0.005 0.034 1.000 -0.035 -0.013 0.007 0.043 0.014 0.011 -0.001 0.013 -0.015 -0.002 0.001 -0.029 | -| jpsi_p | 0.373 0.095 0.352 0.382 -0.043 0.183 0.000 0.007 -0.034 -0.030 -0.039 -0.035 1.000 0.065 0.001 0.007 -0.184 0.045 0.011 -0.136 -0.080 0.045 -0.010 0.107 | -| psi2s_p | 0.079 0.047 0.086 0.172 -0.007 0.102 0.003 0.004 0.018 -0.106 0.038 -0.013 0.065 1.000 0.007 0.016 -0.270 0.059 0.014 -0.452 -0.015 0.034 -0.010 0.003 | -| omega_s | -0.003 0.000 0.057 0.027 0.029 0.019 -0.000 -0.524 0.062 0.010 0.043 0.007 0.001 0.007 1.000 -0.099 -0.002 -0.011 0.001 -0.004 -0.053 0.001 -0.001 0.017 | -| rho_s | 0.044 0.003 0.037 0.034 0.046 0.035 -0.000 0.637 0.216 -0.008 -0.220 0.043 0.007 0.016 -0.099 1.000 -0.009 0.005 -0.004 -0.001 0.266 0.000 -0.001 0.033 | -| p4040_p | 0.157 0.051 -0.396 -0.541 0.009 -0.488 -0.003 -0.003 -0.027 0.089 0.130 0.014 -0.184 -0.270 -0.002 -0.009 1.000 0.313 0.001 0.268 0.049 0.002 0.015 -0.111 | -| p3770_p | 0.526 0.033 -0.310 -0.398 0.003 -0.334 0.002 0.011 -0.038 0.093 0.143 0.011 0.045 0.059 -0.011 0.005 0.313 1.000 -0.013 0.037 0.054 -0.001 0.024 -0.158 | -| DDstar_s | 0.003 0.003 0.025 0.017 -0.000 0.017 -0.000 -0.002 0.002 0.006 -0.032 -0.001 0.011 0.014 0.001 -0.004 0.001 -0.013 1.000 -0.009 -0.001 -0.000 -0.000 0.015 | -| p3770_s | 0.231 0.032 -0.427 -0.535 0.009 -0.225 0.002 0.003 -0.028 0.056 0.160 0.013 -0.136 -0.452 -0.004 -0.001 0.268 0.037 -0.009 1.000 0.071 -0.001 0.019 -0.172 | -| bplus_0 | 0.057 0.003 -0.112 -0.074 -0.001 -0.030 0.000 0.170 -0.037 0.013 -0.860 -0.015 -0.080 -0.015 -0.053 0.266 0.049 0.054 -0.001 0.071 1.000 -0.002 0.003 -0.008 | -| Dbar_s | 0.003 -0.001 0.044 0.053 -0.001 0.025 -0.000 -0.001 0.006 0.004 -0.025 -0.002 0.045 0.034 0.001 0.000 0.002 -0.001 -0.000 -0.001 -0.002 1.000 -0.000 0.022 | -| p4160_s | 0.015 0.003 -0.029 -0.041 0.001 -0.041 -0.003 -0.000 -0.003 0.014 0.007 0.001 -0.010 -0.010 -0.001 -0.001 0.015 0.024 -0.000 0.019 0.003 -0.000 1.000 -0.005 | -| p4415_s | -0.101 0.013 0.332 0.394 -0.007 0.213 -0.003 0.006 0.066 -0.053 -0.050 -0.029 0.107 0.003 0.017 0.033 -0.111 -0.158 0.015 -0.172 -0.008 0.022 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28670893534732134}), (, {'error': 0.13218291750610112}), (, {'error': 0.11789499120734137}), (, {'error': 0.34364335351130143}), (, {'error': 0.3480193646886858}), (, {'error': 0.19243861628943598}), (, {'error': 0.010253412004046503}), (, {'error': 0.2537183972393109}), (, {'error': 0.3569939056524758}), (, {'error': 0.25696936917933444}), (, {'error': 0.03400926147886563}), (, {'error': 1.3645733560588766}), (, {'error': 0.03081586287973881}), (, {'error': 0.03224314456290589}), (, {'error': 3.9361718730094566}), (, {'error': 0.38038052657771465}), (, {'error': 0.15793884837871897}), (, {'error': 0.10445558351250273}), (, {'error': 0.014038401161234781}), (, {'error': 0.2548073793208232}), (, {'error': 0.017801560121089466}), (, {'error': 0.016169971042733544}), (, {'error': 0.0224400845178922}), (, {'error': 0.1878289578496038})]) -Toy 10/25 -Time taken: 1 h, 21 min -Projected time left: 2 h, 2 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1284 (1284 total) | -| EDM = 0.00016 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 296972.04788761126 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.47 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.28 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -6.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -1.95 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 11| phi_s | 16.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.586 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.0 | 1.8 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.75 | 0.15 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.71 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.50 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.481 | 0.021 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.48 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.149 -0.090 -0.340 -0.000 -0.071 0.025 -0.015 -0.000 -0.084 0.173 -0.009 0.225 -0.031 -0.023 0.047 -0.043 0.364 0.002 -0.033 0.034 0.028 -0.084 0.007 | -| DDstar_p | -0.149 1.000 -0.323 -0.093 -0.003 -0.152 0.221 -0.032 -0.016 -0.018 0.419 0.009 0.132 -0.039 -0.037 0.082 0.134 0.294 0.052 0.174 0.023 0.002 -0.102 -0.060 | -| bplus_2 | -0.090 -0.323 1.000 0.684 0.012 0.117 -0.088 0.019 0.071 0.179 -0.343 -0.099 0.122 0.002 -0.017 0.015 -0.083 -0.130 -0.001 -0.127 -0.016 0.004 0.138 -0.017 | -| Ctt | -0.340 -0.093 0.684 1.000 0.007 0.364 -0.394 -0.003 0.026 -0.090 -0.198 -0.042 0.213 0.186 -0.019 0.015 -0.288 -0.234 -0.006 -0.179 0.003 0.003 0.273 0.220 | -| phi_p | -0.000 -0.003 0.012 0.007 1.000 0.002 0.002 -0.023 -0.019 0.004 0.003 -0.652 0.018 0.003 0.002 -0.018 0.003 0.001 -0.000 0.002 -0.009 -0.000 0.003 0.001 | -| p4040_s | -0.071 -0.152 0.117 0.364 0.002 1.000 -0.567 -0.001 0.011 -0.264 -0.020 -0.020 -0.004 0.028 -0.009 0.015 -0.274 -0.178 -0.000 0.093 0.022 -0.004 0.056 0.136 | -| p4160_p | 0.025 0.221 -0.088 -0.394 0.002 -0.567 1.000 -0.007 -0.004 0.302 0.026 -0.002 -0.035 -0.155 -0.007 0.009 0.205 0.229 0.065 0.006 0.018 0.038 -0.208 -0.029 | -| omega_p | -0.015 -0.032 0.019 -0.003 -0.023 -0.001 -0.007 1.000 0.070 0.002 0.065 0.082 -0.047 -0.006 0.878 -0.234 -0.006 -0.023 -0.000 -0.010 -0.100 0.000 -0.003 -0.007 | -| rho_p | -0.000 -0.016 0.071 0.026 -0.019 0.011 -0.004 0.070 1.000 0.012 0.029 0.033 -0.031 -0.002 0.126 0.008 0.001 -0.010 -0.000 0.001 -0.041 0.000 0.015 0.005 | -| p4415_p | -0.084 -0.018 0.179 -0.090 0.004 -0.264 0.302 0.002 0.012 1.000 -0.121 -0.021 -0.027 -0.109 -0.004 -0.001 0.129 0.061 0.046 -0.016 0.018 0.023 -0.245 -0.142 | -| bplus_1 | 0.173 0.419 -0.343 -0.198 0.003 -0.020 0.026 0.065 0.029 -0.121 1.000 0.020 0.077 0.014 0.080 -0.149 0.023 0.168 0.007 0.081 -0.803 0.000 -0.023 0.073 | -| phi_s | -0.009 0.009 -0.099 -0.042 -0.652 -0.020 -0.002 0.082 0.033 -0.021 0.020 1.000 0.009 -0.003 0.071 -0.020 -0.009 -0.000 0.000 -0.013 -0.021 -0.000 -0.028 -0.012 | -| jpsi_p | 0.225 0.132 0.122 0.213 0.018 -0.004 -0.035 -0.047 -0.031 -0.027 0.077 0.009 1.000 -0.035 -0.038 0.016 -0.097 0.083 0.080 -0.031 -0.059 0.062 -0.039 -0.019 | -| psi2s_p | -0.031 -0.039 0.002 0.186 0.003 0.028 -0.155 -0.006 -0.002 -0.109 0.014 -0.003 -0.035 1.000 -0.006 0.004 -0.234 0.024 0.033 -0.417 -0.008 0.033 -0.068 0.005 | -| omega_s | -0.023 -0.037 -0.017 -0.019 0.002 -0.009 -0.007 0.878 0.126 -0.004 0.080 0.071 -0.038 -0.006 1.000 -0.402 -0.008 -0.026 -0.001 -0.016 -0.127 -0.000 -0.015 -0.013 | -| rho_s | 0.047 0.082 0.015 0.015 -0.018 0.015 0.009 -0.234 0.008 -0.001 -0.149 -0.020 0.016 0.004 -0.402 1.000 0.011 0.045 0.002 0.027 0.263 0.001 0.024 0.026 | -| p4040_p | -0.043 0.134 -0.083 -0.288 0.003 -0.274 0.205 -0.006 0.001 0.129 0.023 -0.009 -0.097 -0.234 -0.008 0.011 1.000 0.165 0.050 -0.032 0.026 0.035 0.270 0.020 | -| p3770_p | 0.364 0.294 -0.130 -0.234 0.001 -0.178 0.229 -0.023 -0.010 0.061 0.168 -0.000 0.083 0.024 -0.026 0.045 0.165 1.000 0.039 -0.237 0.042 0.045 -0.092 -0.065 | -| DDstar_s | 0.002 0.052 -0.001 -0.006 -0.000 -0.000 0.065 -0.000 -0.000 0.046 0.007 0.000 0.080 0.033 -0.001 0.002 0.050 0.039 1.000 0.037 0.001 -0.003 0.008 -0.000 | -| p3770_s | -0.033 0.174 -0.127 -0.179 0.002 0.093 0.006 -0.010 0.001 -0.016 0.081 -0.013 -0.031 -0.417 -0.016 0.027 -0.032 -0.237 0.037 1.000 0.049 0.034 0.002 0.003 | -| bplus_0 | 0.034 0.023 -0.016 0.003 -0.009 0.022 0.018 -0.100 -0.041 0.018 -0.803 -0.021 -0.059 -0.008 -0.127 0.263 0.026 0.042 0.001 0.049 1.000 0.002 0.042 0.028 | -| Dbar_s | 0.028 0.002 0.004 0.003 -0.000 -0.004 0.038 0.000 0.000 0.023 0.000 -0.000 0.062 0.033 -0.000 0.001 0.035 0.045 -0.003 0.034 0.002 1.000 0.003 0.000 | -| p4160_s | -0.084 -0.102 0.138 0.273 0.003 0.056 -0.208 -0.003 0.015 -0.245 -0.023 -0.028 -0.039 -0.068 -0.015 0.024 0.270 -0.092 0.008 0.002 0.042 0.003 1.000 0.285 | -| p4415_s | 0.007 -0.060 -0.017 0.220 0.001 0.136 -0.029 -0.007 0.005 -0.142 0.073 -0.012 -0.019 0.005 -0.013 0.026 0.020 -0.065 -0.000 0.003 0.028 0.000 0.285 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3386616435865464}), (, {'error': 0.37748047722656963}), (, {'error': 0.08769951879885307}), (, {'error': 0.21884871878714474}), (, {'error': 0.5679379784190512}), (, {'error': 0.17129398266328733}), (, {'error': 0.09927964390467725}), (, {'error': 0.6798017551135556}), (, {'error': 0.2118909122010213}), (, {'error': 0.14646439529493982}), (, {'error': 0.044367974693039214}), (, {'error': 1.0487439197578015}), (, {'error': 0.02611193404806711}), (, {'error': 0.03190237116676364}), (, {'error': 1.7605220677994073}), (, {'error': 0.3479044983920981}), (, {'error': 0.14643128574858988}), (, {'error': 0.09833596911511289}), (, {'error': 0.028164830890628878}), (, {'error': 0.22733536886489825}), (, {'error': 0.02060114592980833}), (, {'error': 0.021412156226046447}), (, {'error': 0.16568667417312377}), (, {'error': 0.18365337655488667})]) -Toy 11/25 -Time taken: 1 h, 30 min -Projected time left: 1 h, 54 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1436 (1436 total) | -| EDM = 6.58E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297289.0699892796 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -1.49 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.40 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.31 | 0.08 | | | -2 | 2 | | -| 3 | Ctt | -0.70 | 0.20 | | | -1.5 | 1.5 | | -| 4 | phi_p | 6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.80 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -2.02 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.16 | 0.33 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 5.55 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.75 | 0.21 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 17.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.629 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.5 | 1.3 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.82 | 0.22 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.52 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.32 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.414 | 0.030 | | | -2 | 2 | | -| 21| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.01 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.190 0.062 -0.326 -0.001 -0.036 -0.082 -0.007 0.036 -0.113 -0.085 -0.022 0.091 -0.101 -0.020 0.035 -0.152 0.215 -0.000 -0.122 -0.036 0.022 -0.072 0.076 | -| DDstar_p | -0.190 1.000 0.275 -0.043 -0.000 -0.149 -0.004 -0.014 0.016 -0.179 -0.206 -0.015 -0.096 -0.118 -0.038 0.083 -0.040 0.146 0.037 0.065 -0.051 0.003 -0.101 0.019 | -| bplus_2 | 0.062 0.275 1.000 -0.652 0.007 -0.091 -0.034 -0.012 -0.234 -0.217 -0.076 0.079 -0.198 -0.051 -0.047 0.163 -0.026 0.062 0.011 0.050 -0.144 0.001 -0.139 0.170 | -| Ctt | -0.326 -0.043 -0.652 1.000 -0.002 0.352 -0.312 -0.002 0.097 0.075 0.098 -0.046 0.285 0.254 0.001 -0.041 -0.183 -0.204 -0.006 -0.118 0.015 -0.004 0.247 0.144 | -| phi_p | -0.001 -0.000 0.007 -0.002 1.000 -0.002 0.002 -0.010 -0.046 -0.001 -0.007 -0.425 0.015 0.001 -0.000 -0.000 0.000 0.003 -0.000 0.000 0.009 -0.000 -0.002 -0.000 | -| p4040_s | -0.036 -0.149 -0.091 0.352 -0.002 1.000 -0.519 -0.003 0.046 -0.144 0.025 -0.025 0.035 0.058 -0.007 0.003 -0.213 -0.163 -0.006 0.113 -0.038 -0.005 -0.005 0.208 | -| p4160_p | -0.082 -0.004 -0.034 -0.312 0.002 -0.519 1.000 0.002 -0.008 0.281 0.064 0.003 -0.066 -0.140 0.008 -0.018 0.146 0.149 0.038 -0.020 0.004 0.021 -0.119 -0.157 | -| omega_p | -0.007 -0.014 -0.012 -0.002 -0.010 -0.003 0.002 1.000 -0.146 -0.000 -0.055 0.037 -0.005 -0.002 0.608 -0.024 0.000 -0.000 -0.000 -0.000 0.063 0.000 -0.003 -0.003 | -| rho_p | 0.036 0.016 -0.234 0.097 -0.046 0.046 -0.008 -0.146 1.000 0.053 0.061 0.023 -0.091 0.003 -0.050 0.127 0.014 -0.019 0.001 0.021 -0.086 0.002 0.067 -0.005 | -| p4415_p | -0.113 -0.179 -0.217 0.075 -0.001 -0.144 0.281 -0.000 0.053 1.000 0.120 -0.028 0.004 -0.050 0.000 -0.018 0.148 0.004 0.012 0.002 -0.042 0.006 -0.041 -0.179 | -| bplus_1 | -0.085 -0.206 -0.076 0.098 -0.007 0.025 0.064 -0.055 0.061 0.120 1.000 -0.129 -0.028 0.045 -0.175 0.350 0.074 -0.106 -0.014 -0.020 -0.929 -0.006 0.031 -0.106 | -| phi_s | -0.022 -0.015 0.079 -0.046 -0.425 -0.025 0.003 0.037 0.023 -0.028 -0.129 1.000 0.028 -0.005 0.078 -0.096 -0.010 0.009 -0.001 -0.014 0.143 -0.001 -0.035 0.000 | -| jpsi_p | 0.091 -0.096 -0.198 0.285 0.015 0.035 -0.066 -0.005 -0.091 0.004 -0.028 0.028 1.000 -0.012 -0.005 -0.001 -0.093 -0.041 0.050 -0.071 0.111 0.044 -0.006 -0.018 | -| psi2s_p | -0.101 -0.118 -0.051 0.254 0.001 0.058 -0.140 -0.002 0.003 -0.050 0.045 -0.005 -0.012 1.000 -0.004 0.003 -0.200 -0.004 0.018 -0.434 -0.016 0.020 -0.045 0.045 | -| omega_s | -0.020 -0.038 -0.047 0.001 -0.000 -0.007 0.008 0.608 -0.050 0.000 -0.175 0.078 -0.005 -0.004 1.000 -0.428 0.001 0.002 -0.001 -0.000 0.199 -0.000 -0.006 -0.010 | -| rho_s | 0.035 0.083 0.163 -0.041 -0.000 0.003 -0.018 -0.024 0.127 -0.018 0.350 -0.096 -0.001 0.003 -0.428 1.000 -0.008 -0.006 0.003 -0.008 -0.407 0.000 -0.005 0.024 | -| p4040_p | -0.152 -0.040 -0.026 -0.183 0.000 -0.213 0.146 0.000 0.014 0.148 0.074 -0.010 -0.093 -0.200 0.001 -0.008 1.000 0.110 0.020 -0.028 -0.031 0.012 0.338 -0.009 | -| p3770_p | 0.215 0.146 0.062 -0.204 0.003 -0.163 0.149 -0.000 -0.019 0.004 -0.106 0.009 -0.041 -0.004 0.002 -0.006 0.110 1.000 0.031 -0.266 0.057 0.036 -0.058 -0.072 | -| DDstar_s | -0.000 0.037 0.011 -0.006 -0.000 -0.006 0.038 -0.000 0.001 0.012 -0.014 -0.001 0.050 0.018 -0.001 0.003 0.020 0.031 1.000 0.026 0.001 -0.001 0.000 -0.002 | -| p3770_s | -0.122 0.065 0.050 -0.118 0.000 0.113 -0.020 -0.000 0.021 0.002 -0.020 -0.014 -0.071 -0.434 -0.000 -0.008 -0.028 -0.266 0.026 1.000 -0.007 0.021 0.024 0.014 | -| bplus_0 | -0.036 -0.051 -0.144 0.015 0.009 -0.038 0.004 0.063 -0.086 -0.042 -0.929 0.143 0.111 -0.016 0.199 -0.407 -0.031 0.057 0.001 -0.007 1.000 0.001 -0.040 -0.003 | -| Dbar_s | 0.022 0.003 0.001 -0.004 -0.000 -0.005 0.021 0.000 0.002 0.006 -0.006 -0.001 0.044 0.020 -0.000 0.000 0.012 0.036 -0.001 0.021 0.001 1.000 -0.001 0.001 | -| p4160_s | -0.072 -0.101 -0.139 0.247 -0.002 -0.005 -0.119 -0.003 0.067 -0.041 0.031 -0.035 -0.006 -0.045 -0.006 -0.005 0.338 -0.058 0.000 0.024 -0.040 -0.001 1.000 0.328 | -| p4415_s | 0.076 0.019 0.170 0.144 -0.000 0.208 -0.157 -0.003 -0.005 -0.179 -0.106 0.000 -0.018 0.045 -0.010 0.024 -0.009 -0.072 -0.002 0.014 -0.003 0.001 0.328 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29739626669441055}), (, {'error': 0.31119118009694446}), (, {'error': 0.08078250958524613}), (, {'error': 0.19902714811503341}), (, {'error': 0.28005276937723966}), (, {'error': 0.1773481610463138}), (, {'error': 0.10028777346518947}), (, {'error': 0.32780032340330356}), (, {'error': 0.2490462098837778}), (, {'error': 0.20599167385453754}), (, {'error': 0.058383318036721255}), (, {'error': 0.9589731244760529}), (, {'error': 0.023565809686713735}), (, {'error': 0.03174936480686519}), (, {'error': 1.2790853843253767}), (, {'error': 0.32895122689093437}), (, {'error': 0.22449022318420742}), (, {'error': 0.09343304315625156}), (, {'error': 0.021852737722372118}), (, {'error': 0.22676724483380717}), (, {'error': 0.029752819995912394}), (, {'error': 0.016854566789038516}), (, {'error': 0.16879859948798437}), (, {'error': 0.19904791333601768})]) -Toy 12/25 -Time taken: 1 h, 39 min -Projected time left: 1 h, 47 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1554 (1554 total) | -| EDM = 8.62E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297198.7020822478 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 2.8 | 0.7 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.33 | 0.10 | | | -2 | 2 | | -| 3 | Ctt | -0.14 | 0.24 | | | -1.5 | 1.5 | | -| 4 | phi_p | 5.72 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.88 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.06 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.48 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.90 | 0.05 | | | -2 | 2 | | -| 11| phi_s | 15.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -4.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 0.98 | 0.31 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -3.01 | 0.24 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.87 | 0.15 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.32 | 0.26 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.515 | 0.024 | | | -2 | 2 | | -| 21| Dbar_s | 0.12 | 0.17 | | | -0.3 | 0.3 | | -| 22| p4160_s | 1.99 | 0.18 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.03 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.258 -0.008 0.085 0.000 -0.055 0.011 0.006 -0.003 -0.015 -0.044 0.000 0.063 0.088 0.008 -0.013 0.036 0.099 -0.063 0.090 -0.009 -0.077 -0.027 -0.014 | -| DDstar_p | -0.258 1.000 -0.274 -0.402 0.017 -0.182 0.672 -0.011 -0.010 0.380 0.248 0.015 0.761 0.337 -0.018 0.047 0.448 0.482 0.170 0.366 0.027 0.222 -0.005 -0.088 | -| bplus_2 | -0.008 -0.274 1.000 0.664 0.017 0.091 -0.145 0.068 0.262 0.114 -0.245 -0.099 -0.342 -0.010 0.078 -0.110 -0.041 -0.169 0.047 -0.098 -0.068 -0.191 0.155 -0.105 | -| Ctt | 0.085 -0.402 0.664 1.000 -0.006 0.326 -0.388 0.030 0.070 -0.028 -0.338 -0.036 -0.479 0.174 0.038 -0.072 -0.100 -0.411 -0.118 -0.091 -0.035 -0.595 0.271 0.126 | -| phi_p | 0.000 0.017 0.017 -0.006 1.000 0.002 0.009 -0.059 0.083 0.009 -0.001 0.435 0.012 0.005 -0.066 0.009 0.008 0.010 0.002 0.008 0.022 0.015 0.007 0.002 | -| p4040_s | -0.055 -0.182 0.091 0.326 0.002 1.000 -0.480 0.004 0.043 -0.275 0.028 -0.016 -0.178 0.031 0.004 -0.001 -0.267 -0.196 0.017 0.044 0.020 -0.005 -0.104 0.180 | -| p4160_p | 0.011 0.672 -0.145 -0.388 0.009 -0.480 1.000 -0.005 -0.017 0.485 0.059 0.009 0.577 0.178 -0.008 0.017 0.326 0.414 0.118 0.257 0.014 0.042 -0.103 -0.159 | -| omega_p | 0.006 -0.011 0.068 0.030 -0.059 0.004 -0.005 1.000 0.099 0.011 0.062 0.026 -0.025 -0.002 0.923 -0.111 0.005 -0.019 0.009 0.001 -0.089 -0.024 0.011 -0.008 | -| rho_p | -0.003 -0.010 0.262 0.070 0.083 0.043 -0.017 0.099 1.000 0.036 0.018 0.081 -0.006 0.002 0.122 0.114 0.012 0.007 -0.003 0.010 0.043 0.068 0.071 0.019 | -| p4415_p | -0.015 0.380 0.114 -0.028 0.009 -0.275 0.485 0.011 0.036 1.000 -0.067 -0.014 0.290 0.123 0.011 -0.015 0.294 0.185 0.127 0.191 0.011 -0.150 -0.088 -0.221 | -| bplus_1 | -0.044 0.248 -0.245 -0.338 -0.001 0.028 0.059 0.062 0.018 -0.067 1.000 0.016 0.212 0.020 0.081 -0.135 -0.015 0.208 -0.093 0.015 -0.773 0.417 -0.025 0.146 | -| phi_s | 0.000 0.015 -0.099 -0.036 0.435 -0.016 0.009 0.026 0.081 -0.014 0.016 1.000 -0.002 -0.001 0.033 0.009 -0.005 0.001 -0.001 -0.006 -0.022 -0.015 -0.029 -0.005 | -| jpsi_p | 0.063 0.761 -0.342 -0.479 0.012 -0.178 0.577 -0.025 -0.006 0.290 0.212 -0.002 1.000 0.299 -0.033 0.045 0.364 0.415 0.196 0.360 0.049 0.193 -0.062 -0.097 | -| psi2s_p | 0.088 0.337 -0.010 0.174 0.005 0.031 0.178 -0.002 0.002 0.123 0.020 -0.001 0.299 1.000 -0.004 0.006 0.073 0.128 0.080 -0.105 0.006 -0.120 -0.008 -0.004 | -| omega_s | 0.008 -0.018 0.078 0.038 -0.066 0.004 -0.008 0.923 0.122 0.011 0.081 0.033 -0.033 -0.004 1.000 -0.312 0.004 -0.026 0.010 -0.000 -0.122 -0.035 0.011 -0.011 | -| rho_s | -0.013 0.047 -0.110 -0.072 0.009 -0.001 0.017 -0.111 0.114 -0.015 -0.135 0.009 0.045 0.006 -0.312 1.000 -0.004 0.049 -0.019 0.002 0.238 0.079 -0.012 0.024 | -| p4040_p | 0.036 0.448 -0.041 -0.100 0.008 -0.267 0.326 0.005 0.012 0.294 -0.015 -0.005 0.364 0.073 0.004 -0.004 1.000 0.251 0.091 0.223 0.016 -0.180 0.332 -0.001 | -| p3770_p | 0.099 0.482 -0.169 -0.411 0.010 -0.196 0.414 -0.019 0.007 0.185 0.208 0.001 0.415 0.128 -0.026 0.049 0.251 1.000 0.052 -0.056 0.061 0.416 -0.050 -0.062 | -| DDstar_s | -0.063 0.170 0.047 -0.118 0.002 0.017 0.118 0.009 -0.003 0.127 -0.093 -0.001 0.196 0.080 0.010 -0.019 0.091 0.052 1.000 0.024 -0.012 0.177 0.030 -0.012 | -| p3770_s | 0.090 0.366 -0.098 -0.091 0.008 0.044 0.257 0.001 0.010 0.191 0.015 -0.006 0.360 -0.105 -0.000 0.002 0.223 -0.056 0.024 1.000 0.032 -0.144 0.054 -0.031 | -| bplus_0 | -0.009 0.027 -0.068 -0.035 0.022 0.020 0.014 -0.089 0.043 0.011 -0.773 -0.022 0.049 0.006 -0.122 0.238 0.016 0.061 -0.012 0.032 1.000 0.095 0.040 0.035 | -| Dbar_s | -0.077 0.222 -0.191 -0.595 0.015 -0.005 0.042 -0.024 0.068 -0.150 0.417 -0.015 0.193 -0.120 -0.035 0.079 -0.180 0.416 0.177 -0.144 0.095 1.000 -0.140 0.111 | -| p4160_s | -0.027 -0.005 0.155 0.271 0.007 -0.104 -0.103 0.011 0.071 -0.088 -0.025 -0.029 -0.062 -0.008 0.011 -0.012 0.332 -0.050 0.030 0.054 0.040 -0.140 1.000 0.324 | -| p4415_s | -0.014 -0.088 -0.105 0.126 0.002 0.180 -0.159 -0.008 0.019 -0.221 0.146 -0.005 -0.097 -0.004 -0.011 0.024 -0.001 -0.062 -0.012 -0.031 0.035 0.111 0.324 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 8.24738509995245}), (, {'error': 0.7362329235575125}), (, {'error': 0.09546935147070479}), (, {'error': 0.2396617259688837}), (, {'error': 0.18937535498948055}), (, {'error': 0.18606835089961477}), (, {'error': 0.1512763119288012}), (, {'error': 0.6089535941445399}), (, {'error': 0.38901272095392336}), (, {'error': 0.2315004865144974}), (, {'error': 0.047340024908085754}), (, {'error': 0.8658452420292262}), (, {'error': 0.04020795482904749}), (, {'error': 0.03547880663121106}), (, {'error': 3.715024175209181}), (, {'error': 0.3077898090039843}), (, {'error': 0.23539559307575497}), (, {'error': 0.15200014784865168}), (, {'error': 0.4299910312719751}), (, {'error': 0.26396885679042636}), (, {'error': 0.023724601100141074}), (, {'error': 0.16717325905851071}), (, {'error': 0.1789874106852044}), (, {'error': 0.20463240802103266})]) -Toy 13/25 -Time taken: 1 h, 49 min -Projected time left: 1 h, 40 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.992E+05 | Ncalls=496 (507 total) | -| EDM = 3.44E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 299200.6394173619 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 4.297 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 4.591 | 0.023 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 1.733 | 0.003 | | | -2 | 2 | | -| 3 | Ctt | -0.697 | 0.014 | | | -1.5 | 1.5 | | -| 4 | phi_p | 0.814 | 0.011 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.674 | 0.003 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -4 | 8 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -3.518 | 0.013 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 3.641 | 0.012 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -5.468 | 0.018 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.386 | 0.015 | | | -2 | 2 | | -| 11| phi_s | 20.344 | 0.009 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -2.097 | 0.019 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.916 | 0.007 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.463 | 0.005 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.819 | 0.001 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 5.345 | 0.008 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 0.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 2.745E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 1.845 | 0.003 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.971 | 0.030 | | | -2 | 2 | | -| 21| Dbar_s | 1.705E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.08 | 0.04 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.166 | 0.002 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.908 0.694 0.936 0.132 0.655 0.954 -0.066 -0.269 0.889 -0.947 -0.005 -0.932 -0.827 0.001 -0.002 0.340 0.910 0.602 -0.241 -0.952 0.732 0.951 -0.107 | -| DDstar_p | -0.908 1.000 -0.692 -0.933 -0.132 -0.653 -0.951 0.066 0.268 -0.886 0.944 0.005 0.930 0.823 -0.001 0.002 -0.338 -0.906 -0.599 0.241 0.948 -0.729 -0.948 0.107 | -| bplus_2 | 0.694 -0.692 1.000 0.714 0.101 0.500 0.728 -0.050 -0.205 0.678 -0.723 -0.004 -0.711 -0.630 0.001 -0.002 0.259 0.694 0.459 -0.184 -0.726 0.558 0.725 -0.082 | -| Ctt | 0.936 -0.933 0.714 1.000 0.136 0.674 0.981 -0.068 -0.277 0.913 -0.974 -0.005 -0.958 -0.849 0.001 -0.002 0.349 0.935 0.619 -0.248 -0.978 0.752 0.977 -0.110 | -| phi_p | 0.132 -0.132 0.101 0.136 1.000 0.095 0.139 -0.009 -0.038 0.129 -0.138 -0.000 -0.135 -0.120 0.000 -0.000 0.049 0.132 0.087 -0.035 -0.138 0.106 0.138 -0.016 | -| p4040_s | 0.655 -0.653 0.500 0.674 0.095 1.000 0.687 -0.047 -0.194 0.640 -0.682 -0.004 -0.671 -0.595 0.001 -0.001 0.243 0.655 0.433 -0.174 -0.685 0.527 0.684 -0.077 | -| p4160_p | 0.954 -0.951 0.728 0.981 0.139 0.687 1.000 -0.069 -0.282 0.931 -0.993 -0.006 -0.977 -0.866 0.001 -0.002 0.356 0.953 0.631 -0.253 -0.997 0.767 0.997 -0.112 | -| omega_p | -0.066 0.066 -0.050 -0.068 -0.009 -0.047 -0.069 1.000 0.017 -0.064 0.069 0.000 0.067 0.060 -0.000 0.000 -0.025 -0.066 -0.044 0.017 0.069 -0.053 -0.069 0.008 | -| rho_p | -0.269 0.268 -0.205 -0.277 -0.038 -0.194 -0.282 0.017 1.000 -0.263 0.280 0.001 0.276 0.244 -0.000 0.001 -0.100 -0.269 -0.178 0.071 0.282 -0.216 -0.281 0.032 | -| p4415_p | 0.889 -0.886 0.678 0.913 0.129 0.640 0.931 -0.064 -0.263 1.000 -0.924 -0.005 -0.910 -0.806 0.001 -0.002 0.331 0.888 0.587 -0.235 -0.929 0.714 0.928 -0.105 | -| bplus_1 | -0.947 0.944 -0.723 -0.974 -0.138 -0.682 -0.993 0.069 0.280 -0.924 1.000 0.006 0.970 0.859 -0.001 0.002 -0.353 -0.946 -0.626 0.251 0.990 -0.761 -0.989 0.111 | -| phi_s | -0.005 0.005 -0.004 -0.005 -0.000 -0.004 -0.006 0.000 0.001 -0.005 0.006 1.000 0.005 0.005 -0.000 0.000 -0.002 -0.005 -0.004 0.001 0.006 -0.004 -0.006 0.001 | -| jpsi_p | -0.932 0.930 -0.711 -0.958 -0.135 -0.671 -0.977 0.067 0.276 -0.910 0.970 0.005 1.000 0.846 -0.001 0.002 -0.348 -0.932 -0.616 0.247 0.975 -0.749 -0.974 0.110 | -| psi2s_p | -0.827 0.823 -0.630 -0.849 -0.120 -0.595 -0.866 0.060 0.244 -0.806 0.859 0.005 0.846 1.000 -0.001 0.002 -0.308 -0.823 -0.546 0.219 0.863 -0.664 -0.863 0.097 | -| omega_s | 0.001 -0.001 0.001 0.001 0.000 0.001 0.001 -0.000 -0.000 0.001 -0.001 -0.000 -0.001 -0.001 1.000 -0.000 0.000 0.001 0.001 -0.000 -0.001 0.001 0.001 -0.000 | -| rho_s | -0.002 0.002 -0.002 -0.002 -0.000 -0.001 -0.002 0.000 0.001 -0.002 0.002 0.000 0.002 0.002 -0.000 1.000 -0.001 -0.002 -0.001 0.001 0.002 -0.002 -0.002 0.000 | -| p4040_p | 0.340 -0.338 0.259 0.349 0.049 0.243 0.356 -0.025 -0.100 0.331 -0.353 -0.002 -0.348 -0.308 0.000 -0.001 1.000 0.339 0.225 -0.090 -0.355 0.273 0.355 -0.040 | -| p3770_p | 0.910 -0.906 0.694 0.935 0.132 0.655 0.953 -0.066 -0.269 0.888 -0.946 -0.005 -0.932 -0.823 0.001 -0.002 0.339 1.000 0.601 -0.243 -0.950 0.731 0.950 -0.107 | -| DDstar_s | 0.602 -0.599 0.459 0.619 0.087 0.433 0.631 -0.044 -0.178 0.587 -0.626 -0.004 -0.616 -0.546 0.001 -0.001 0.225 0.601 1.000 -0.159 -0.629 0.484 0.629 -0.071 | -| p3770_s | -0.241 0.241 -0.184 -0.248 -0.035 -0.174 -0.253 0.017 0.071 -0.235 0.251 0.001 0.247 0.219 -0.000 0.001 -0.090 -0.243 -0.159 1.000 0.252 -0.194 -0.252 0.028 | -| bplus_0 | -0.952 0.948 -0.726 -0.978 -0.138 -0.685 -0.997 0.069 0.282 -0.929 0.990 0.006 0.975 0.863 -0.001 0.002 -0.355 -0.950 -0.629 0.252 1.000 -0.764 -0.994 0.112 | -| Dbar_s | 0.732 -0.729 0.558 0.752 0.106 0.527 0.767 -0.053 -0.216 0.714 -0.761 -0.004 -0.749 -0.664 0.001 -0.002 0.273 0.731 0.484 -0.194 -0.764 1.000 0.764 -0.086 | -| p4160_s | 0.951 -0.948 0.725 0.977 0.138 0.684 0.997 -0.069 -0.281 0.928 -0.989 -0.006 -0.974 -0.863 0.001 -0.002 0.355 0.950 0.629 -0.252 -0.994 0.764 1.000 -0.112 | -| p4415_s | -0.107 0.107 -0.082 -0.110 -0.016 -0.077 -0.112 0.008 0.032 -0.105 0.111 0.001 0.110 0.097 -0.000 0.000 -0.040 -0.107 -0.071 0.028 0.112 -0.086 -0.112 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030831066021274722}), (, {'error': 0.02324557237444491}), (, {'error': 0.0028884000436730783}), (, {'error': 0.013594464566417053}), (, {'error': 0.010525946905956651}), (, {'error': 0.002651335567404489}), (, {'error': 8.287797442390866}), (, {'error': 0.012513604032316605}), (, {'error': 0.012118513883284443}), (, {'error': 0.017872178635876423}), (, {'error': 0.014688165407392928}), (, {'error': 0.008616448546652222}), (, {'error': 0.018606203153404444}), (, {'error': 0.007306498279654683}), (, {'error': 0.005149602879653159}), (, {'error': 0.0013863180724142943}), (, {'error': 0.007538884363116338}), (, {'error': 0.14282307871346944}), (, {'error': 0.00031734133219701866}), (, {'error': 0.0030184450780459393}), (, {'error': 0.029575351198886657}), (, {'error': 0.000786134151516904}), (, {'error': 0.036612793102306807}), (, {'error': 0.0022800152776846216})]) -Toy 14/25 -Time taken: 1 h, 54 min -Projected time left: 1 h, 30 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1349 (1349 total) | -| EDM = 3.42E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297141.33506808995 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 3 | Ctt | -0.30 | 0.20 | | | -1.5 | 1.5 | | -| 4 | phi_p | 6.16 | 0.25 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.40 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -2.25 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.019 | 0.366 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 6.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.89 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 18.1 | 1.2 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 4.685 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.7 | 1.4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 4.08 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.14 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.423 | 0.031 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.42 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.35 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.216 0.045 -0.332 0.006 -0.076 -0.058 -0.012 -0.020 -0.091 -0.078 -0.016 0.140 -0.068 -0.026 0.062 -0.091 0.231 -0.007 -0.119 -0.045 0.029 -0.031 0.071 | -| DDstar_p | -0.216 1.000 0.257 0.007 0.004 -0.152 -0.158 -0.024 -0.001 -0.251 -0.199 -0.010 -0.265 -0.182 -0.038 0.088 -0.079 0.073 0.045 -0.013 -0.063 0.008 -0.085 0.023 | -| bplus_2 | 0.045 0.257 1.000 -0.648 -0.015 -0.114 -0.083 -0.010 0.184 -0.239 -0.193 0.084 -0.236 -0.072 0.038 -0.112 -0.011 0.040 0.022 0.024 -0.021 0.005 -0.110 0.148 | -| Ctt | -0.332 0.007 -0.648 1.000 0.004 0.320 -0.278 -0.003 -0.073 0.033 0.110 -0.043 0.265 0.248 -0.027 0.061 -0.273 -0.200 -0.008 -0.080 -0.010 -0.008 0.284 0.162 | -| phi_p | 0.006 0.004 -0.015 0.004 1.000 0.007 -0.004 0.010 -0.064 0.003 0.037 0.690 -0.032 -0.003 -0.028 0.074 -0.003 -0.007 0.001 -0.000 -0.045 0.001 0.007 0.002 | -| p4040_s | -0.076 -0.152 -0.114 0.320 0.007 1.000 -0.464 -0.005 -0.039 -0.116 0.054 -0.024 0.033 0.006 -0.021 0.052 -0.179 -0.108 -0.008 0.127 -0.060 -0.006 0.233 0.212 | -| p4160_p | -0.058 -0.158 -0.083 -0.278 -0.004 -0.464 1.000 0.006 -0.002 0.314 0.095 -0.002 -0.027 -0.117 0.010 -0.027 0.313 0.127 0.040 -0.035 0.008 0.029 -0.187 -0.085 | -| omega_p | -0.012 -0.024 -0.010 -0.003 0.010 -0.005 0.006 1.000 0.069 0.002 -0.086 0.049 -0.003 -0.001 0.776 -0.241 0.003 0.001 -0.001 -0.001 0.100 -0.000 -0.006 -0.006 | -| rho_p | -0.020 -0.001 0.184 -0.073 -0.064 -0.039 -0.002 0.069 1.000 -0.036 0.002 -0.059 0.059 -0.001 -0.022 -0.315 0.000 0.009 0.000 -0.016 0.008 -0.001 -0.044 -0.000 | -| p4415_p | -0.091 -0.251 -0.239 0.033 0.003 -0.116 0.314 0.002 -0.036 1.000 0.150 -0.021 0.047 -0.031 -0.009 0.021 0.194 0.024 0.012 0.009 -0.042 0.010 -0.141 -0.181 | -| bplus_1 | -0.078 -0.199 -0.193 0.110 0.037 0.054 0.095 -0.086 0.002 0.150 1.000 -0.075 -0.020 0.053 -0.157 0.346 0.066 -0.096 -0.022 0.009 -0.925 -0.007 0.019 -0.102 | -| phi_s | -0.016 -0.010 0.084 -0.043 0.690 -0.024 -0.002 0.049 -0.059 -0.021 -0.075 1.000 0.011 -0.004 0.041 -0.007 -0.002 0.002 -0.000 -0.013 0.082 -0.000 -0.027 -0.003 | -| jpsi_p | 0.140 -0.265 -0.236 0.265 -0.032 0.033 -0.027 -0.003 0.059 0.047 -0.020 0.011 1.000 0.027 0.019 -0.091 -0.076 -0.042 0.042 -0.055 0.142 0.050 0.014 -0.021 | -| psi2s_p | -0.068 -0.182 -0.072 0.248 -0.003 0.006 -0.117 -0.001 -0.001 -0.031 0.053 -0.004 0.027 1.000 -0.001 -0.002 -0.183 -0.045 0.013 -0.394 -0.007 0.024 -0.012 0.035 | -| omega_s | -0.026 -0.038 0.038 -0.027 -0.028 -0.021 0.010 0.776 -0.022 -0.009 -0.157 0.041 0.019 -0.001 1.000 -0.415 0.005 0.006 -0.003 -0.006 0.183 -0.001 -0.024 -0.011 | -| rho_s | 0.062 0.088 -0.112 0.061 0.074 0.052 -0.027 -0.241 -0.315 0.021 0.346 -0.007 -0.091 -0.002 -0.415 1.000 -0.016 -0.021 0.006 0.011 -0.415 0.002 0.060 0.025 | -| p4040_p | -0.091 -0.079 -0.011 -0.273 -0.003 -0.179 0.313 0.003 0.000 0.194 0.066 -0.002 -0.076 -0.183 0.005 -0.016 1.000 0.144 0.031 -0.076 -0.004 0.025 0.230 -0.057 | -| p3770_p | 0.231 0.073 0.040 -0.200 -0.007 -0.108 0.127 0.001 0.009 0.024 -0.096 0.002 -0.042 -0.045 0.006 -0.021 0.144 1.000 0.037 -0.293 0.059 0.047 -0.064 -0.062 | -| DDstar_s | -0.007 0.045 0.022 -0.008 0.001 -0.008 0.040 -0.001 0.000 0.012 -0.022 -0.000 0.042 0.013 -0.003 0.006 0.031 0.037 1.000 0.026 -0.002 -0.001 -0.003 -0.001 | -| p3770_s | -0.119 -0.013 0.024 -0.080 -0.000 0.127 -0.035 -0.001 -0.016 0.009 0.009 -0.013 -0.055 -0.394 -0.006 0.011 -0.076 -0.293 0.026 1.000 -0.015 0.024 0.046 0.023 | -| bplus_0 | -0.045 -0.063 -0.021 -0.010 -0.045 -0.060 0.008 0.100 0.008 -0.042 -0.925 0.082 0.142 -0.007 0.183 -0.415 -0.004 0.059 -0.002 -0.015 1.000 -0.000 -0.052 -0.012 | -| Dbar_s | 0.029 0.008 0.005 -0.008 0.001 -0.006 0.029 -0.000 -0.001 0.010 -0.007 -0.000 0.050 0.024 -0.001 0.002 0.025 0.047 -0.001 0.024 -0.000 1.000 -0.003 0.000 | -| p4160_s | -0.031 -0.085 -0.110 0.284 0.007 0.233 -0.187 -0.006 -0.044 -0.141 0.019 -0.027 0.014 -0.012 -0.024 0.060 0.230 -0.064 -0.003 0.046 -0.052 -0.003 1.000 0.332 | -| p4415_s | 0.071 0.023 0.148 0.162 0.002 0.212 -0.085 -0.006 -0.000 -0.181 -0.102 -0.003 -0.021 0.035 -0.011 0.025 -0.057 -0.062 -0.001 0.023 -0.012 0.000 0.332 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3216952795188255}), (, {'error': 0.34523869880292324}), (, {'error': 0.08189354012367}), (, {'error': 0.19843759295103003}), (, {'error': 0.2534381053770831}), (, {'error': 0.1678395803965277}), (, {'error': 0.09192822592062688}), (, {'error': 0.3663636560146184}), (, {'error': 0.9470314392077812}), (, {'error': 0.1622224473562941}), (, {'error': 0.060785136966809095}), (, {'error': 1.1776761625424559}), (, {'error': 0.02423803583261286}), (, {'error': 0.03166295152193577}), (, {'error': 1.4271967168438424}), (, {'error': 0.40836535806027197}), (, {'error': 0.13662237362235086}), (, {'error': 0.09661412409943493}), (, {'error': 0.02656165374826866}), (, {'error': 0.23158364198889858}), (, {'error': 0.031146949712170136}), (, {'error': 0.02090937058101172}), (, {'error': 0.17231094361135857}), (, {'error': 0.19632743672222508})]) -Toy 15/25 -Time taken: 2 h, 4 min -Projected time left: 1 h, 22 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1369 (1369 total) | -| EDM = 9.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297317.54914196144 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 0.9 | 2.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.27 | 0.05 | | | -2 | 2 | | -| 3 | Ctt | -0.16 | 0.26 | | | -1.5 | 1.5 | | -| 4 | phi_p | 0.23 | 0.34 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -2.37 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 6.25 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.54 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.754 | 0.028 | | | -2 | 2 | | -| 11| phi_s | 20.4 | 1.4 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -4.673 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.796 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -2.86 | 0.20 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.14 | 0.22 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.61 | 0.26 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.383 | 0.013 | | | -2 | 2 | | -| 21| Dbar_s | -0.14 | 0.35 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.17 | 0.18 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.17 | 0.17 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.044 -0.364 -0.880 0.075 -0.427 -0.030 -0.087 -0.010 -0.550 -0.897 -0.106 0.371 -0.184 -0.215 0.432 -0.577 0.863 -0.607 -0.563 -0.877 0.961 -0.546 0.075 | -| DDstar_p | 0.044 1.000 -0.087 -0.054 -0.001 -0.092 -0.410 -0.014 0.004 -0.285 -0.090 -0.023 -0.342 -0.236 -0.028 0.046 -0.292 0.015 -0.013 -0.212 -0.091 0.138 -0.106 0.062 | -| bplus_2 | -0.364 -0.087 1.000 0.093 -0.042 0.164 -0.021 0.001 -0.092 0.122 0.240 0.085 -0.033 0.087 0.091 -0.181 0.192 -0.322 0.230 0.215 0.231 -0.347 0.165 0.081 | -| Ctt | -0.880 -0.054 0.093 1.000 -0.063 0.504 -0.102 0.077 0.016 0.481 0.808 0.089 -0.449 0.244 0.185 -0.376 0.444 -0.800 0.548 0.465 0.788 -0.874 0.573 0.033 | -| phi_p | 0.075 -0.001 -0.042 -0.063 1.000 -0.030 -0.001 0.047 0.000 -0.039 -0.067 0.819 0.015 -0.013 -0.022 0.045 -0.042 0.068 -0.045 -0.040 -0.074 0.077 -0.038 0.008 | -| p4040_s | -0.427 -0.092 0.164 0.504 -0.030 1.000 -0.327 0.038 0.010 0.135 0.367 0.040 -0.183 0.090 0.088 -0.177 0.146 -0.414 0.232 0.333 0.355 -0.451 0.215 0.072 | -| p4160_p | -0.030 -0.410 -0.021 -0.102 -0.001 -0.327 1.000 0.006 0.005 0.275 0.035 0.001 0.246 0.058 0.007 -0.015 0.165 0.095 0.003 0.063 0.033 0.001 -0.071 -0.033 | -| omega_p | -0.087 -0.014 0.001 0.077 0.047 0.038 0.006 1.000 -0.028 0.052 0.072 0.079 -0.040 0.013 0.699 -0.110 0.053 -0.078 0.047 0.050 0.085 -0.086 0.049 -0.012 | -| rho_p | -0.010 0.004 -0.092 0.016 0.000 0.010 0.005 -0.028 1.000 0.016 -0.003 0.014 0.001 0.000 0.101 0.094 0.013 -0.010 0.002 0.013 0.012 -0.009 0.016 -0.006 | -| p4415_p | -0.550 -0.285 0.122 0.481 -0.039 0.135 0.275 0.052 0.016 1.000 0.509 0.053 -0.125 0.106 0.118 -0.237 0.431 -0.449 0.306 0.344 0.490 -0.553 0.231 -0.151 | -| bplus_1 | -0.897 -0.090 0.240 0.808 -0.067 0.367 0.035 0.072 -0.003 0.509 1.000 0.096 -0.391 0.131 0.189 -0.386 0.516 -0.813 0.509 0.482 0.686 -0.904 0.473 -0.129 | -| phi_s | -0.106 -0.023 0.085 0.089 0.819 0.040 0.001 0.079 0.014 0.053 0.096 1.000 -0.071 0.014 0.049 -0.058 0.055 -0.096 0.061 0.052 0.104 -0.106 0.049 -0.011 | -| jpsi_p | 0.371 -0.342 -0.033 -0.449 0.015 -0.183 0.246 -0.040 0.001 -0.125 -0.391 -0.071 1.000 0.115 -0.099 0.184 -0.096 0.433 -0.293 -0.072 -0.397 0.424 -0.246 -0.030 | -| psi2s_p | -0.184 -0.236 0.087 0.244 -0.013 0.090 0.058 0.013 0.000 0.106 0.131 0.014 0.115 1.000 0.032 -0.064 0.054 -0.117 0.070 -0.058 0.128 -0.146 0.057 -0.006 | -| omega_s | -0.215 -0.028 0.091 0.185 -0.022 0.088 0.007 0.699 0.101 0.118 0.189 0.049 -0.099 0.032 1.000 -0.357 0.123 -0.194 0.122 0.116 0.212 -0.216 0.112 -0.025 | -| rho_s | 0.432 0.046 -0.181 -0.376 0.045 -0.177 -0.015 -0.110 0.094 -0.237 -0.386 -0.058 0.184 -0.064 -0.357 1.000 -0.247 0.387 -0.246 -0.236 -0.439 0.434 -0.226 0.051 | -| p4040_p | -0.577 -0.292 0.192 0.444 -0.042 0.146 0.165 0.053 0.013 0.431 0.516 0.055 -0.096 0.054 0.123 -0.247 1.000 -0.433 0.332 0.323 0.501 -0.555 0.518 -0.016 | -| p3770_p | 0.863 0.015 -0.322 -0.800 0.068 -0.414 0.095 -0.078 -0.010 -0.449 -0.813 -0.096 0.433 -0.117 -0.194 0.387 -0.433 1.000 -0.530 -0.548 -0.790 0.902 -0.501 0.036 | -| DDstar_s | -0.607 -0.013 0.230 0.548 -0.045 0.232 0.003 0.047 0.002 0.306 0.509 0.061 -0.293 0.070 0.122 -0.246 0.332 -0.530 1.000 0.329 0.499 -0.608 0.312 -0.065 | -| p3770_s | -0.563 -0.212 0.215 0.465 -0.040 0.333 0.063 0.050 0.013 0.344 0.482 0.052 -0.072 -0.058 0.116 -0.236 0.323 -0.548 0.329 1.000 0.471 -0.535 0.329 -0.031 | -| bplus_0 | -0.877 -0.091 0.231 0.788 -0.074 0.355 0.033 0.085 0.012 0.490 0.686 0.104 -0.397 0.128 0.212 -0.439 0.501 -0.790 0.499 0.471 1.000 -0.885 0.458 -0.122 | -| Dbar_s | 0.961 0.138 -0.347 -0.874 0.077 -0.451 0.001 -0.086 -0.009 -0.553 -0.904 -0.106 0.424 -0.146 -0.216 0.434 -0.555 0.902 -0.608 -0.535 -0.885 1.000 -0.563 0.067 | -| p4160_s | -0.546 -0.106 0.165 0.573 -0.038 0.215 -0.071 0.049 0.016 0.231 0.473 0.049 -0.246 0.057 0.112 -0.226 0.518 -0.501 0.312 0.329 0.458 -0.563 1.000 0.175 | -| p4415_s | 0.075 0.062 0.081 0.033 0.008 0.072 -0.033 -0.012 -0.006 -0.151 -0.129 -0.011 -0.030 -0.006 -0.025 0.051 -0.016 0.036 -0.065 -0.031 -0.122 0.067 0.175 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.378099659259236}), (, {'error': 0.3832480911383582}), (, {'error': 0.05064786918971187}), (, {'error': 0.26309541991358587}), (, {'error': 0.34078170709941924}), (, {'error': 0.16754637188775484}), (, {'error': 0.09679343054255529}), (, {'error': 0.40724997734634405}), (, {'error': 0.2994189879551259}), (, {'error': 0.2005522656782306}), (, {'error': 0.0276702516862235}), (, {'error': 1.4481484254806958}), (, {'error': 0.026711551037864822}), (, {'error': 0.029771865692134192}), (, {'error': 1.2827427248519596}), (, {'error': 0.35848756308316776}), (, {'error': 0.2001518518610752}), (, {'error': 0.22354735698349604}), (, {'error': 0.09618777833268871}), (, {'error': 0.2643295261592473}), (, {'error': 0.012656107765268265}), (, {'error': 0.35229422084188033}), (, {'error': 0.17641551662914767}), (, {'error': 0.17105921065613766})]) -Toy 16/25 -Time taken: 2 h, 13 min -Projected time left: 1 h, 15 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=804 (804 total) | -| EDM = 1.45E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297408.33274988865 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.30 | 0.08 | | | -2 | 2 | | -| 3 | Ctt | -0.84 | 0.21 | | | -1.5 | 1.5 | | -| 4 | phi_p | -5.56 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.71 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -1.94 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -1.89 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 21.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.679 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.882 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.58 | 0.25 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.36 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.19 | 0.18 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.183 0.066 -0.338 -0.001 -0.012 -0.009 0.002 -0.003 -0.097 -0.094 -0.026 0.217 -0.045 -0.027 0.054 -0.146 0.315 -0.001 -0.069 -0.038 0.033 -0.090 0.011 | -| DDstar_p | -0.183 1.000 0.254 -0.033 -0.004 -0.128 0.087 0.005 -0.012 -0.100 -0.249 -0.016 0.030 -0.080 -0.027 0.081 -0.048 0.201 0.053 0.107 -0.026 0.004 -0.084 -0.048 | -| bplus_2 | 0.066 0.254 1.000 -0.684 0.005 -0.104 0.033 0.007 -0.043 -0.220 -0.141 0.102 -0.202 -0.047 0.066 0.001 -0.033 0.098 0.012 0.073 -0.077 0.003 -0.169 0.000 | -| Ctt | -0.338 -0.033 -0.684 1.000 0.004 0.368 -0.352 -0.001 0.013 -0.035 0.118 -0.049 0.250 0.233 -0.040 0.021 -0.101 -0.256 -0.011 -0.119 -0.003 -0.003 0.261 0.226 | -| phi_p | -0.001 -0.004 0.005 0.004 1.000 -0.002 -0.003 0.013 -0.040 -0.005 -0.027 0.582 -0.002 -0.004 -0.011 -0.005 -0.007 0.001 0.001 -0.005 0.035 0.001 -0.005 -0.003 | -| p4040_s | -0.012 -0.128 -0.104 0.368 -0.002 1.000 -0.493 0.001 0.002 -0.224 0.020 -0.025 0.041 0.101 -0.020 0.026 -0.196 -0.175 -0.009 0.107 -0.033 -0.009 -0.117 0.098 | -| p4160_p | -0.009 0.087 0.033 -0.352 -0.003 -0.493 1.000 -0.000 -0.000 0.289 0.028 0.002 -0.058 -0.153 0.005 -0.009 -0.025 0.183 0.055 -0.029 -0.002 0.036 -0.140 -0.027 | -| omega_p | 0.002 0.005 0.007 -0.001 0.013 0.001 -0.000 1.000 -0.003 -0.000 0.024 -0.005 0.002 0.001 -0.202 0.063 0.001 0.000 0.000 0.001 -0.027 -0.000 0.001 0.001 | -| rho_p | -0.003 -0.012 -0.043 0.013 -0.040 0.002 -0.000 -0.003 1.000 0.006 -0.058 -0.007 -0.006 -0.001 0.095 -0.047 0.001 -0.001 -0.000 0.002 0.066 0.000 0.006 0.001 | -| p4415_p | -0.097 -0.100 -0.220 -0.035 -0.005 -0.224 0.289 -0.000 0.006 1.000 0.148 -0.030 -0.018 -0.086 -0.018 0.013 0.064 0.039 0.030 -0.020 -0.052 0.016 -0.176 -0.105 | -| bplus_1 | -0.094 -0.249 -0.141 0.118 -0.027 0.020 0.028 0.024 -0.058 0.148 1.000 -0.163 -0.109 0.037 -0.143 0.370 0.093 -0.152 -0.016 -0.031 -0.922 -0.006 0.055 -0.038 | -| phi_s | -0.026 -0.016 0.102 -0.049 0.582 -0.025 0.002 -0.005 -0.007 -0.030 -0.163 1.000 0.033 -0.012 0.056 -0.128 -0.027 0.009 0.001 -0.021 0.188 0.000 -0.048 -0.025 | -| jpsi_p | 0.217 0.030 -0.202 0.250 -0.002 0.041 -0.058 0.002 -0.006 -0.018 -0.109 0.033 1.000 -0.017 0.023 -0.043 -0.114 0.042 0.070 -0.055 0.132 0.063 -0.018 -0.001 | -| psi2s_p | -0.045 -0.080 -0.047 0.233 -0.004 0.101 -0.153 0.001 -0.001 -0.086 0.037 -0.012 -0.017 1.000 -0.008 0.014 -0.218 -0.038 0.028 -0.428 -0.026 0.034 -0.064 0.017 | -| omega_s | -0.027 -0.027 0.066 -0.040 -0.011 -0.020 0.005 -0.202 0.095 -0.018 -0.143 0.056 0.023 -0.008 1.000 -0.433 -0.015 0.004 -0.001 -0.012 0.169 -0.000 -0.034 -0.020 | -| rho_s | 0.054 0.081 0.001 0.021 -0.005 0.026 -0.009 0.063 -0.047 0.013 0.370 -0.128 -0.043 0.014 -0.433 1.000 0.020 -0.007 0.002 0.015 -0.443 0.000 0.040 0.032 | -| p4040_p | -0.146 -0.048 -0.033 -0.101 -0.007 -0.196 -0.025 0.001 0.001 0.064 0.093 -0.027 -0.114 -0.218 -0.015 0.020 1.000 0.062 0.028 -0.033 -0.063 0.021 0.349 0.090 | -| p3770_p | 0.315 0.201 0.098 -0.256 0.001 -0.175 0.183 0.000 -0.001 0.039 -0.152 0.009 0.042 -0.038 0.004 -0.007 0.062 1.000 0.042 -0.246 0.060 0.052 -0.066 -0.068 | -| DDstar_s | -0.001 0.053 0.012 -0.011 0.001 -0.009 0.055 0.000 -0.000 0.030 -0.016 0.001 0.070 0.028 -0.001 0.002 0.028 0.042 1.000 0.035 0.003 -0.002 0.003 -0.003 | -| p3770_s | -0.069 0.107 0.073 -0.119 -0.005 0.107 -0.029 0.001 0.002 -0.020 -0.031 -0.021 -0.055 -0.428 -0.012 0.015 -0.033 -0.246 0.035 1.000 -0.019 0.033 0.006 0.010 | -| bplus_0 | -0.038 -0.026 -0.077 -0.003 0.035 -0.033 -0.002 -0.027 0.066 -0.052 -0.922 0.188 0.132 -0.026 0.169 -0.443 -0.063 0.060 0.003 -0.019 1.000 0.001 -0.059 -0.029 | -| Dbar_s | 0.033 0.004 0.003 -0.003 0.001 -0.009 0.036 -0.000 0.000 0.016 -0.006 0.000 0.063 0.034 -0.000 0.000 0.021 0.052 -0.002 0.033 0.001 1.000 -0.000 -0.001 | -| p4160_s | -0.090 -0.084 -0.169 0.261 -0.005 -0.117 -0.140 0.001 0.006 -0.176 0.055 -0.048 -0.018 -0.064 -0.034 0.040 0.349 -0.066 0.003 0.006 -0.059 -0.000 1.000 0.295 | -| p4415_s | 0.011 -0.048 0.000 0.226 -0.003 0.098 -0.027 0.001 0.001 -0.105 -0.038 -0.025 -0.001 0.017 -0.020 0.032 0.090 -0.068 -0.003 0.010 -0.029 -0.001 0.295 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3397065394325929}), (, {'error': 0.3526358972077457}), (, {'error': 0.07966101019849026}), (, {'error': 0.21244113388724672}), (, {'error': 0.16132088926902233}), (, {'error': 0.183640150476665}), (, {'error': 0.09974381259672116}), (, {'error': 0.2240534034120607}), (, {'error': 0.11847236434665165}), (, {'error': 0.16520969049952638}), (, {'error': 0.05968221954341413}), (, {'error': 1.0627684156636832}), (, {'error': 0.024482410829630208}), (, {'error': 0.03123822516138297}), (, {'error': 0.9480532860050253}), (, {'error': 0.38550553433423546}), (, {'error': 0.248074214005654}), (, {'error': 0.09912882027721914}), (, {'error': 0.030415076304127264}), (, {'error': 0.2321170506080401}), (, {'error': 0.03175472468148821}), (, {'error': 0.024243425401100305}), (, {'error': 0.17532097537717872}), (, {'error': 0.19351356060152614})]) -Toy 17/25 -Time taken: 2 h, 20 min -Projected time left: 1 h, 6 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1597 (1597 total) | -| EDM = 1.99E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297213.1772826052 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 5.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.13 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.66 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | 5.77 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.83 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.31 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -4.94 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.98 | 0.05 | | | -2 | 2 | | -| 11| phi_s | 15.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.586 | 0.028 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.878 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 4.05 | 0.23 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.60 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.509 | 0.022 | | | -2 | 2 | | -| 21| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 22| p4160_s | 1.98 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.108 -0.079 -0.315 0.000 -0.149 0.081 0.026 0.006 0.002 0.176 -0.011 0.270 0.004 -0.000 0.042 -0.009 0.406 0.007 0.025 0.043 0.026 -0.121 -0.003 | -| DDstar_p | -0.108 1.000 -0.232 -0.067 0.013 -0.127 0.325 0.039 -0.008 0.001 0.332 0.016 0.339 0.091 0.008 0.063 0.201 0.325 0.035 0.248 0.035 -0.006 -0.049 0.008 | -| bplus_2 | -0.079 -0.232 1.000 0.752 -0.058 0.193 -0.183 0.007 0.088 -0.002 -0.335 -0.149 0.087 -0.022 -0.038 0.013 -0.131 -0.138 0.013 -0.146 0.042 0.007 0.216 0.007 | -| Ctt | -0.315 -0.067 0.752 1.000 -0.034 0.354 -0.430 0.001 0.037 -0.005 -0.213 -0.070 0.184 0.143 -0.015 -0.000 -0.344 -0.243 0.000 -0.225 -0.000 0.011 0.225 -0.008 | -| phi_p | 0.000 0.013 -0.058 -0.034 1.000 -0.016 0.008 0.039 0.045 0.000 -0.001 0.688 -0.003 -0.002 -0.008 0.047 0.002 0.005 0.001 -0.002 0.016 0.000 -0.018 -0.000 | -| p4040_s | -0.149 -0.127 0.193 0.354 -0.016 1.000 -0.540 0.004 0.022 -0.001 -0.048 -0.041 -0.062 -0.070 -0.010 0.007 -0.255 -0.179 0.015 0.051 0.023 0.003 0.000 -0.016 | -| p4160_p | 0.081 0.325 -0.183 -0.430 0.008 -0.540 1.000 0.006 -0.011 -0.003 0.086 0.016 0.074 -0.075 0.004 0.010 0.276 0.283 0.043 0.079 0.009 0.028 -0.132 0.019 | -| omega_p | 0.026 0.039 0.007 0.001 0.039 0.004 0.006 1.000 -0.072 -0.000 -0.091 0.025 0.015 0.008 0.187 0.721 0.003 0.023 -0.001 0.015 0.138 0.000 0.006 0.000 | -| rho_p | 0.006 -0.008 0.088 0.037 0.045 0.022 -0.011 -0.072 1.000 -0.000 0.024 0.057 -0.035 -0.001 -0.031 0.085 -0.004 -0.009 0.000 0.003 -0.026 0.000 0.025 0.001 | -| p4415_p | 0.002 0.001 -0.002 -0.005 0.000 -0.001 -0.003 -0.000 -0.000 1.000 -0.001 0.001 0.001 0.002 0.000 -0.000 -0.002 0.001 -0.001 0.000 -0.001 -0.000 -0.005 -0.017 | -| bplus_1 | 0.176 0.332 -0.335 -0.213 -0.001 -0.048 0.086 -0.091 0.024 -0.001 1.000 0.013 0.136 0.065 -0.012 -0.146 0.048 0.165 -0.014 0.106 -0.848 -0.006 -0.057 -0.003 | -| phi_s | -0.011 0.016 -0.149 -0.070 0.688 -0.041 0.016 0.025 0.057 0.001 0.013 1.000 0.023 -0.004 0.009 0.063 0.003 0.007 -0.000 -0.013 -0.004 -0.000 -0.047 -0.001 | -| jpsi_p | 0.270 0.339 0.087 0.184 -0.003 -0.062 0.074 0.015 -0.035 0.001 0.136 0.023 1.000 0.015 0.008 0.023 -0.018 0.191 0.068 0.040 -0.036 0.053 -0.044 0.002 | -| psi2s_p | 0.004 0.091 -0.022 0.143 -0.002 -0.070 -0.075 0.008 -0.001 0.002 0.065 -0.004 0.015 1.000 -0.001 0.013 -0.183 0.085 0.040 -0.406 0.001 0.037 -0.117 -0.005 | -| omega_s | -0.000 0.008 -0.038 -0.015 -0.008 -0.010 0.004 0.187 -0.031 0.000 -0.012 0.009 0.008 -0.001 1.000 0.021 0.000 0.005 0.000 -0.003 0.017 -0.000 -0.012 -0.000 | -| rho_s | 0.042 0.063 0.013 -0.000 0.047 0.007 0.010 0.721 0.085 -0.000 -0.146 0.063 0.023 0.013 0.021 1.000 0.005 0.036 -0.002 0.024 0.224 -0.001 0.011 0.000 | -| p4040_p | -0.009 0.201 -0.131 -0.344 0.002 -0.255 0.276 0.003 -0.004 -0.002 0.048 0.003 -0.018 -0.183 0.000 0.005 1.000 0.212 0.029 0.006 0.012 0.024 0.311 0.010 | -| p3770_p | 0.406 0.325 -0.138 -0.243 0.005 -0.179 0.283 0.023 -0.009 0.001 0.165 0.007 0.191 0.085 0.005 0.036 0.212 1.000 0.022 -0.132 0.046 0.035 -0.059 0.008 | -| DDstar_s | 0.007 0.035 0.013 0.000 0.001 0.015 0.043 -0.001 0.000 -0.001 -0.014 -0.000 0.068 0.040 0.000 -0.002 0.029 0.022 1.000 0.029 -0.001 -0.003 0.016 0.002 | -| p3770_s | 0.025 0.248 -0.146 -0.225 -0.002 0.051 0.079 0.015 0.003 0.000 0.106 -0.013 0.040 -0.406 -0.003 0.024 0.006 -0.132 0.029 1.000 0.050 0.033 -0.014 0.002 | -| bplus_0 | 0.043 0.035 0.042 -0.000 0.016 0.023 0.009 0.138 -0.026 -0.001 -0.848 -0.004 -0.036 0.001 0.017 0.224 0.012 0.046 -0.001 0.050 1.000 0.001 0.036 0.001 | -| Dbar_s | 0.026 -0.006 0.007 0.011 0.000 0.003 0.028 0.000 0.000 -0.000 -0.006 -0.000 0.053 0.037 -0.000 -0.001 0.024 0.035 -0.003 0.033 0.001 1.000 0.006 0.001 | -| p4160_s | -0.121 -0.049 0.216 0.225 -0.018 0.000 -0.132 0.006 0.025 -0.005 -0.057 -0.047 -0.044 -0.117 -0.012 0.011 0.311 -0.059 0.016 -0.014 0.036 0.006 1.000 -0.014 | -| p4415_s | -0.003 0.008 0.007 -0.008 -0.000 -0.016 0.019 0.000 0.001 -0.017 -0.003 -0.001 0.002 -0.005 -0.000 0.000 0.010 0.008 0.002 0.002 0.001 0.001 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.325801531359053}), (, {'error': 0.3588089723810084}), (, {'error': 0.09350642113052288}), (, {'error': 0.21956557005952304}), (, {'error': 0.23142051245845607}), (, {'error': 0.16726971262794038}), (, {'error': 0.11503995507313647}), (, {'error': 0.2174024130679264}), (, {'error': 0.2730355946544645}), (, {'error': 0.11429374068985876}), (, {'error': 0.0457645739591086}), (, {'error': 1.204990358843257}), (, {'error': 0.028276049203860953}), (, {'error': 0.03136574962235894}), (, {'error': 0.9715859280866646}), (, {'error': 0.37983812671341094}), (, {'error': 0.22627364175316256}), (, {'error': 0.10280063076646884}), (, {'error': 0.02709365238661593}), (, {'error': 0.23069060602090108}), (, {'error': 0.02189057262752825}), (, {'error': 0.022575811875249485}), (, {'error': 0.15577989242373713}), (, {'error': 0.027367888127698525})]) -Toy 18/25 -Time taken: 2 h, 31 min -Projected time left: 58 min, 48 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1325 (1325 total) | -| EDM = 1.99E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297218.74327123776 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.16 | 0.08 | | | -2 | 2 | | -| 3 | Ctt | -0.44 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | 6.09 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -1.93 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 11| phi_s | 16.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.647 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -2.26 | 0.23 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.65 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.00 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.456 | 0.019 | | | -2 | 2 | | -| 21| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.24 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 0.96 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.106 -0.102 -0.347 0.002 -0.124 0.049 0.002 -0.003 -0.095 0.211 -0.007 0.259 -0.024 -0.024 0.056 -0.046 0.369 0.005 -0.020 0.035 0.027 -0.100 -0.006 | -| DDstar_p | -0.106 1.000 -0.254 -0.089 0.004 -0.138 0.236 0.002 -0.007 -0.001 0.358 0.011 0.192 0.009 -0.017 0.069 0.128 0.251 0.033 0.168 0.013 -0.000 -0.068 -0.068 | -| bplus_2 | -0.102 -0.254 1.000 0.687 -0.014 0.112 -0.081 -0.002 0.019 0.197 -0.370 -0.105 0.124 -0.005 -0.089 0.042 -0.060 -0.108 0.007 -0.115 0.056 0.005 0.142 -0.022 | -| Ctt | -0.347 -0.089 0.687 1.000 -0.013 0.350 -0.416 -0.000 0.007 -0.072 -0.196 -0.047 0.201 0.190 -0.037 0.014 -0.308 -0.257 -0.003 -0.181 0.003 0.004 0.244 0.218 | -| phi_p | 0.002 0.004 -0.014 -0.013 1.000 -0.002 -0.001 -0.003 0.008 -0.004 -0.006 0.704 -0.023 -0.004 -0.074 0.065 -0.001 -0.001 0.000 -0.001 0.017 0.000 -0.003 -0.000 | -| p4040_s | -0.124 -0.138 0.112 0.350 -0.002 1.000 -0.559 0.000 0.003 -0.250 -0.013 -0.022 -0.045 -0.031 -0.021 0.018 -0.250 -0.171 0.007 0.083 0.027 -0.001 0.056 0.160 | -| p4160_p | 0.049 0.236 -0.081 -0.416 -0.001 -0.559 1.000 0.000 -0.001 0.309 0.011 0.002 -0.003 -0.136 0.002 0.002 0.265 0.243 0.046 0.008 0.011 0.033 -0.160 -0.064 | -| omega_p | 0.002 0.002 -0.002 -0.000 -0.003 0.000 0.000 1.000 -0.002 -0.000 -0.006 -0.007 0.004 0.001 -0.151 0.033 0.000 0.002 -0.000 0.001 0.009 -0.000 0.000 0.001 | -| rho_p | -0.003 -0.007 0.019 0.007 0.008 0.003 -0.001 -0.002 1.000 0.004 0.016 0.010 -0.009 -0.001 0.056 -0.028 0.000 -0.004 0.000 -0.000 -0.023 0.000 0.004 0.000 | -| p4415_p | -0.095 -0.001 0.197 -0.072 -0.004 -0.250 0.309 -0.000 0.004 1.000 -0.130 -0.021 -0.015 -0.102 -0.013 -0.002 0.156 0.065 0.028 -0.018 0.017 0.015 -0.218 -0.155 | -| bplus_1 | 0.211 0.358 -0.370 -0.196 -0.006 -0.013 0.011 -0.006 0.016 -0.130 1.000 0.013 0.098 0.036 0.058 -0.167 -0.007 0.137 -0.004 0.071 -0.826 -0.001 -0.018 0.079 | -| phi_s | -0.007 0.011 -0.105 -0.047 0.704 -0.022 0.002 -0.007 0.010 -0.021 0.013 1.000 0.005 -0.004 -0.033 0.052 -0.003 0.002 0.000 -0.011 -0.007 -0.000 -0.029 -0.010 | -| jpsi_p | 0.259 0.192 0.124 0.201 -0.023 -0.045 -0.003 0.004 -0.009 -0.015 0.098 0.005 1.000 -0.018 0.010 0.012 -0.076 0.105 0.062 -0.026 -0.059 0.056 -0.045 -0.027 | -| psi2s_p | -0.024 0.009 -0.005 0.190 -0.004 -0.031 -0.136 0.001 -0.001 -0.102 0.036 -0.004 -0.018 1.000 -0.004 0.008 -0.216 0.022 0.030 -0.431 -0.006 0.032 -0.088 0.004 | -| omega_s | -0.024 -0.017 -0.089 -0.037 -0.074 -0.021 0.002 -0.151 0.056 -0.013 0.058 -0.033 0.010 -0.004 1.000 -0.433 -0.001 -0.008 -0.000 -0.015 -0.091 -0.001 -0.029 -0.015 | -| rho_s | 0.056 0.069 0.042 0.014 0.065 0.018 0.002 0.033 -0.028 -0.002 -0.167 0.052 0.012 0.008 -0.433 1.000 -0.000 0.034 -0.000 0.024 0.272 0.001 0.027 0.025 | -| p4040_p | -0.046 0.128 -0.060 -0.308 -0.001 -0.250 0.265 0.000 0.000 0.156 -0.007 -0.003 -0.076 -0.216 -0.001 -0.000 1.000 0.178 0.027 -0.051 0.015 0.024 0.303 0.004 | -| p3770_p | 0.369 0.251 -0.108 -0.257 -0.001 -0.171 0.243 0.002 -0.004 0.065 0.137 0.002 0.105 0.022 -0.008 0.034 0.178 1.000 0.023 -0.220 0.032 0.038 -0.067 -0.076 | -| DDstar_s | 0.005 0.033 0.007 -0.003 0.000 0.007 0.046 -0.000 0.000 0.028 -0.004 0.000 0.062 0.030 -0.000 -0.000 0.027 0.023 1.000 0.027 0.000 -0.002 0.010 0.001 | -| p3770_s | -0.020 0.168 -0.115 -0.181 -0.001 0.083 0.008 0.001 -0.000 -0.018 0.071 -0.011 -0.026 -0.431 -0.015 0.024 -0.051 -0.220 0.027 1.000 0.048 0.032 -0.001 0.000 | -| bplus_0 | 0.035 0.013 0.056 0.003 0.017 0.027 0.011 0.009 -0.023 0.017 -0.826 -0.007 -0.059 -0.006 -0.091 0.272 0.015 0.032 0.000 0.048 1.000 0.001 0.045 0.024 | -| Dbar_s | 0.027 -0.000 0.005 0.004 0.000 -0.001 0.033 -0.000 0.000 0.015 -0.001 -0.000 0.056 0.032 -0.001 0.001 0.024 0.038 -0.002 0.032 0.001 1.000 0.003 0.000 | -| p4160_s | -0.100 -0.068 0.142 0.244 -0.003 0.056 -0.160 0.000 0.004 -0.218 -0.018 -0.029 -0.045 -0.088 -0.029 0.027 0.303 -0.067 0.010 -0.001 0.045 0.003 1.000 0.298 | -| p4415_s | -0.006 -0.068 -0.022 0.218 -0.000 0.160 -0.064 0.001 0.000 -0.155 0.079 -0.010 -0.027 0.004 -0.015 0.025 0.004 -0.076 0.001 0.000 0.024 0.000 0.298 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33791945895403197}), (, {'error': 0.3210684671353192}), (, {'error': 0.08295594575641074}), (, {'error': 0.21570542738218895}), (, {'error': 0.28081892167130373}), (, {'error': 0.17208732462278298}), (, {'error': 0.1039388201075484}), (, {'error': 0.16534463013654221}), (, {'error': 0.05943203906652572}), (, {'error': 0.22096868819150517}), (, {'error': 0.040637055409114886}), (, {'error': 1.1138588942037018}), (, {'error': 0.026777151359032025}), (, {'error': 0.03164937986677785}), (, {'error': 0.8763563996613106}), (, {'error': 0.3621052175718578}), (, {'error': 0.22986801782716015}), (, {'error': 0.10896649425277971}), (, {'error': 0.02348731334276466}), (, {'error': 0.23125171894814223}), (, {'error': 0.01900771259431866}), (, {'error': 0.01979177387260256}), (, {'error': 0.16497882226562743}), (, {'error': 0.1881228903153478})]) -Toy 19/25 -Time taken: 2 h, 40 min -Projected time left: 50 min, 42 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1898 (1898 total) | -| EDM = 0.000776 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297016.5948051079 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -3.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 2.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.28 | 0.08 | | | -2 | 2 | | -| 3 | Ctt | -0.25 | 0.21 | | | -1.5 | 1.5 | | -| 4 | phi_p | -5.55 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -2.23 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.99 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 11| phi_s | 19.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.61 | 0.24 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.70 | 0.15 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.28 | 0.07 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.50 | 0.28 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.447 | 0.018 | | | -2 | 2 | | -| 21| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.645 -0.034 0.247 0.006 -0.197 0.230 -0.011 0.011 0.067 -0.193 -0.007 0.448 0.464 -0.004 -0.044 0.297 0.472 -0.401 0.459 0.019 0.224 -0.119 -0.065 | -| DDstar_p | 0.645 1.000 0.262 0.421 -0.010 0.010 -0.414 -0.031 0.022 -0.354 -0.378 -0.018 -0.224 0.053 -0.021 -0.064 -0.216 -0.026 -0.464 -0.036 0.008 0.148 -0.058 0.050 | -| bplus_2 | -0.034 0.262 1.000 0.693 -0.028 0.124 -0.258 -0.040 0.149 -0.036 -0.329 -0.120 -0.387 -0.091 -0.060 0.026 -0.185 -0.140 0.011 -0.209 -0.000 0.044 0.126 -0.043 | -| Ctt | 0.247 0.421 0.693 1.000 -0.005 0.318 -0.401 -0.010 0.069 -0.197 -0.245 -0.051 -0.326 0.199 -0.020 0.014 -0.259 -0.072 -0.185 -0.137 0.018 0.205 0.223 0.226 | -| phi_p | 0.006 -0.010 -0.028 -0.005 1.000 -0.008 0.012 -0.070 -0.158 0.004 0.005 0.577 0.004 0.007 -0.090 -0.062 0.007 0.011 0.005 0.005 -0.010 0.002 -0.008 -0.004 | -| p4040_s | -0.197 0.010 0.124 0.318 -0.008 1.000 -0.508 0.001 0.023 -0.295 0.036 -0.022 -0.231 -0.099 -0.007 0.028 -0.314 -0.253 0.094 -0.067 0.017 -0.008 0.060 0.209 | -| p4160_p | 0.230 -0.414 -0.258 -0.401 0.012 -0.508 1.000 0.011 -0.012 0.578 0.118 0.006 0.631 0.261 0.008 0.011 0.537 0.500 0.172 0.407 0.024 0.048 -0.153 -0.157 | -| omega_p | -0.011 -0.031 -0.040 -0.010 -0.070 0.001 0.011 1.000 -0.074 0.005 -0.075 0.019 -0.010 0.001 0.912 0.493 0.005 0.007 -0.001 0.003 0.114 -0.010 0.002 0.006 | -| rho_p | 0.011 0.022 0.149 0.069 -0.158 0.023 -0.012 -0.074 1.000 0.016 0.040 -0.084 -0.010 0.003 -0.018 0.090 0.002 -0.009 -0.004 0.005 -0.054 0.001 0.034 0.004 | -| p4415_p | 0.067 -0.354 -0.036 -0.197 0.004 -0.295 0.578 0.005 0.016 1.000 0.056 -0.017 0.386 0.139 -0.003 0.023 0.393 0.312 0.249 0.255 0.033 0.055 -0.161 -0.208 | -| bplus_1 | -0.193 -0.378 -0.329 -0.245 0.005 0.036 0.118 -0.075 0.040 0.056 1.000 0.025 0.141 0.016 -0.042 -0.173 0.069 0.024 -0.031 0.051 -0.829 -0.143 0.044 0.104 | -| phi_s | -0.007 -0.018 -0.120 -0.051 0.577 -0.022 0.006 0.019 -0.084 -0.017 0.025 1.000 -0.012 -0.005 0.024 -0.061 -0.008 0.005 0.005 -0.012 -0.029 0.002 -0.034 -0.007 | -| jpsi_p | 0.448 -0.224 -0.387 -0.326 0.004 -0.231 0.631 -0.010 -0.010 0.386 0.141 -0.012 1.000 0.434 -0.014 0.001 0.499 0.478 0.108 0.536 0.040 0.067 -0.119 -0.144 | -| psi2s_p | 0.464 0.053 -0.091 0.199 0.007 -0.099 0.261 0.001 0.003 0.139 0.016 -0.005 0.434 1.000 -0.001 -0.001 0.166 0.382 -0.022 0.080 0.015 0.130 -0.092 -0.031 | -| omega_s | -0.004 -0.021 -0.060 -0.020 -0.090 -0.007 0.008 0.912 -0.018 -0.003 -0.042 0.024 -0.014 -0.001 1.000 0.276 0.001 0.006 0.000 -0.001 0.064 -0.004 -0.009 0.002 | -| rho_s | -0.044 -0.064 0.026 0.014 -0.062 0.028 0.011 0.493 0.090 0.023 -0.173 -0.061 0.001 -0.001 0.276 1.000 0.011 -0.000 -0.009 0.008 0.273 -0.032 0.039 0.024 | -| p4040_p | 0.297 -0.216 -0.185 -0.259 0.007 -0.314 0.537 0.005 0.002 0.393 0.069 -0.008 0.499 0.166 0.001 0.011 1.000 0.460 0.090 0.341 0.037 0.098 0.212 -0.053 | -| p3770_p | 0.472 -0.026 -0.140 -0.072 0.011 -0.253 0.500 0.007 -0.009 0.312 0.024 0.005 0.478 0.382 0.006 -0.000 0.460 1.000 -0.125 0.243 0.030 -0.002 -0.077 -0.130 | -| DDstar_s | -0.401 -0.464 0.011 -0.185 0.005 0.094 0.172 -0.001 -0.004 0.249 -0.031 0.005 0.108 -0.022 0.000 -0.009 0.090 -0.125 1.000 -0.052 -0.008 -0.127 0.102 -0.011 | -| p3770_s | 0.459 -0.036 -0.209 -0.137 0.005 -0.067 0.407 0.003 0.005 0.255 0.051 -0.012 0.536 0.080 -0.001 0.008 0.341 0.243 -0.052 1.000 0.052 0.127 -0.037 -0.062 | -| bplus_0 | 0.019 0.008 -0.000 0.018 -0.010 0.017 0.024 0.114 -0.054 0.033 -0.829 -0.029 0.040 0.015 0.064 0.273 0.037 0.030 -0.008 0.052 1.000 -0.005 0.044 0.013 | -| Dbar_s | 0.224 0.148 0.044 0.205 0.002 -0.008 0.048 -0.010 0.001 0.055 -0.143 0.002 0.067 0.130 -0.004 -0.032 0.098 -0.002 -0.127 0.127 -0.005 1.000 0.016 -0.027 | -| p4160_s | -0.119 -0.058 0.126 0.223 -0.008 0.060 -0.153 0.002 0.034 -0.161 0.044 -0.034 -0.119 -0.092 -0.009 0.039 0.212 -0.077 0.102 -0.037 0.044 0.016 1.000 0.343 | -| p4415_s | -0.065 0.050 -0.043 0.226 -0.004 0.209 -0.157 0.006 0.004 -0.208 0.104 -0.007 -0.144 -0.031 0.002 0.024 -0.053 -0.130 -0.011 -0.062 0.013 -0.027 0.343 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.8454905454073265}), (, {'error': 0.8614638728177759}), (, {'error': 0.083490661444245}), (, {'error': 0.20870798494615372}), (, {'error': 0.1773485383552118}), (, {'error': 0.18110751051554785}), (, {'error': 0.14893609327636304}), (, {'error': 0.6194523731137775}), (, {'error': 0.5031800922557528}), (, {'error': 0.1845720796912822}), (, {'error': 0.03892951747631768}), (, {'error': 1.0012113309496833}), (, {'error': 0.042737852820233346}), (, {'error': 0.03855000631215333}), (, {'error': 4.033556761499917}), (, {'error': 0.39454220108924454}), (, {'error': 0.23707780174288473}), (, {'error': 0.14643942278792443}), (, {'error': 0.07114386254231614}), (, {'error': 0.28014908414358475}), (, {'error': 0.018072223711546265}), (, {'error': 0.37925832346520466}), (, {'error': 0.1676338457235036}), (, {'error': 0.1921345559857751})]) -Toy 20/25 -Time taken: 2 h, 52 min -Projected time left: 43 min -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1366 (1366 total) | -| EDM = 0.0028 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297084.7599374718 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.30 | 0.11 | | | -2 | 2 | | -| 3 | Ctt | -0.53 | 0.17 | | | -1.5 | 1.5 | | -| 4 | phi_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.005 | 0.042 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -1.68 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -5.59 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -1.68 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.93 | 0.05 | | | -2 | 2 | | -| 11| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -4.561 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.790 | 0.029 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 8.6 | 1.4 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.18 | 0.21 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.48 | 0.04 | | | -2 | 2 | | -| 21| Dbar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.44 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 0.87 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.068 -0.189 0.449 -0.000 0.013 0.189 -0.036 0.003 0.220 -0.203 0.056 -0.057 0.164 0.021 -0.155 -0.014 -0.303 0.089 0.142 0.341 0.103 0.062 -0.053 | -| DDstar_p | -0.068 1.000 -0.412 0.166 0.001 -0.025 -0.369 -0.049 0.061 -0.026 -0.311 0.044 -0.445 -0.196 0.021 -0.205 0.014 -0.257 0.034 -0.279 0.449 -0.071 0.054 0.044 | -| bplus_2 | -0.189 -0.412 1.000 -0.701 -0.008 0.002 0.032 0.071 -0.268 -0.261 0.663 -0.000 0.439 0.063 -0.035 0.359 -0.001 0.110 0.083 0.113 -0.777 -0.073 -0.090 0.109 | -| Ctt | 0.449 0.166 -0.701 1.000 0.002 -0.023 -0.163 -0.050 0.116 0.114 -0.450 0.026 -0.435 0.179 0.025 -0.242 0.007 -0.197 0.006 -0.142 0.545 0.052 0.247 0.103 | -| phi_p | -0.000 0.001 -0.008 0.002 1.000 -0.000 -0.000 0.008 0.036 0.002 -0.003 0.257 -0.004 -0.001 0.002 -0.001 -0.000 -0.002 -0.001 0.000 0.002 -0.001 0.002 0.000 | -| p4040_s | 0.013 -0.025 0.002 -0.023 -0.000 1.000 0.036 -0.000 -0.000 0.020 0.001 -0.000 0.012 -0.008 -0.000 -0.000 -0.423 0.020 -0.004 0.002 0.000 -0.005 0.032 -0.001 | -| p4160_p | 0.189 -0.369 0.032 -0.163 -0.000 0.036 1.000 0.001 0.003 0.245 0.028 -0.008 0.202 -0.006 -0.003 0.007 -0.009 0.176 -0.133 0.153 -0.026 -0.061 -0.096 0.008 | -| omega_p | -0.036 -0.049 0.071 -0.050 0.008 -0.000 0.001 1.000 0.011 -0.021 0.087 0.015 0.032 0.005 0.750 0.345 0.000 0.015 0.011 0.009 -0.095 -0.009 0.001 0.014 | -| rho_p | 0.003 0.061 -0.268 0.116 0.036 -0.000 0.003 0.011 1.000 0.067 -0.158 0.070 -0.043 -0.005 0.057 0.037 -0.001 -0.024 -0.017 0.002 0.141 0.002 0.051 -0.005 | -| p4415_p | 0.220 -0.026 -0.261 0.114 0.002 0.020 0.245 -0.021 0.067 1.000 -0.154 0.002 -0.037 -0.031 0.010 -0.101 -0.007 0.023 -0.090 0.052 0.210 0.022 -0.216 -0.128 | -| bplus_1 | -0.203 -0.311 0.663 -0.450 -0.003 0.001 0.028 0.087 -0.158 -0.154 1.000 -0.071 0.349 0.054 -0.044 0.395 -0.001 0.079 0.070 0.077 -0.950 -0.060 -0.027 0.093 | -| phi_s | 0.056 0.044 -0.000 0.026 0.257 -0.000 -0.008 0.015 0.070 0.002 -0.071 1.000 -0.063 -0.012 0.051 -0.052 0.001 -0.022 -0.010 -0.023 0.084 0.012 -0.025 -0.021 | -| jpsi_p | -0.057 -0.445 0.439 -0.435 -0.004 0.012 0.202 0.032 -0.043 -0.037 0.349 -0.063 1.000 0.128 -0.035 0.185 -0.006 0.128 -0.133 0.188 -0.438 -0.155 -0.087 -0.031 | -| psi2s_p | 0.164 -0.196 0.063 0.179 -0.001 -0.008 -0.006 0.005 -0.005 -0.031 0.054 -0.012 0.128 1.000 -0.006 0.031 0.007 0.082 -0.086 -0.320 -0.071 -0.072 -0.027 0.009 | -| omega_s | 0.021 0.021 -0.035 0.025 0.002 -0.000 -0.003 0.750 0.057 0.010 -0.044 0.051 -0.035 -0.006 1.000 -0.034 0.000 -0.012 -0.008 -0.008 0.047 0.003 -0.001 -0.008 | -| rho_s | -0.155 -0.205 0.359 -0.242 -0.001 -0.000 0.007 0.345 0.037 -0.101 0.395 -0.052 0.185 0.031 -0.034 1.000 0.000 0.073 0.057 0.040 -0.428 -0.033 -0.010 0.062 | -| p4040_p | -0.014 0.014 -0.001 0.007 -0.000 -0.423 -0.009 0.000 -0.001 -0.007 -0.001 0.001 -0.006 0.007 0.000 0.000 1.000 -0.009 0.004 -0.004 0.000 0.002 -0.021 -0.003 | -| p3770_p | -0.303 -0.257 0.110 -0.197 -0.002 0.020 0.176 0.015 -0.024 0.023 0.079 -0.022 0.128 0.082 -0.012 0.073 -0.009 1.000 -0.027 -0.145 -0.154 -0.151 -0.068 -0.050 | -| DDstar_s | 0.089 0.034 0.083 0.006 -0.001 -0.004 -0.133 0.011 -0.017 -0.090 0.070 -0.010 -0.133 -0.086 -0.008 0.057 0.004 -0.027 1.000 -0.026 -0.114 -0.016 -0.028 -0.002 | -| p3770_s | 0.142 -0.279 0.113 -0.142 0.000 0.002 0.153 0.009 0.002 0.052 0.077 -0.023 0.188 -0.320 -0.008 0.040 -0.004 -0.145 -0.026 1.000 -0.111 -0.084 0.036 -0.005 | -| bplus_0 | 0.341 0.449 -0.777 0.545 0.002 0.000 -0.026 -0.095 0.141 0.210 -0.950 0.084 -0.438 -0.071 0.047 -0.428 0.000 -0.154 -0.114 -0.111 1.000 0.081 0.004 -0.143 | -| Dbar_s | 0.103 -0.071 -0.073 0.052 -0.001 -0.005 -0.061 -0.009 0.002 0.022 -0.060 0.012 -0.155 -0.072 0.003 -0.033 0.002 -0.151 -0.016 -0.084 0.081 1.000 0.034 -0.001 | -| p4160_s | 0.062 0.054 -0.090 0.247 0.002 0.032 -0.096 0.001 0.051 -0.216 -0.027 -0.025 -0.087 -0.027 -0.001 -0.010 -0.021 -0.068 -0.028 0.036 0.004 0.034 1.000 0.257 | -| p4415_s | -0.053 0.044 0.109 0.103 0.000 -0.001 0.008 0.014 -0.005 -0.128 0.093 -0.021 -0.031 0.009 -0.008 0.062 -0.003 -0.050 -0.002 -0.005 -0.143 -0.001 0.257 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3376891911482671}), (, {'error': 0.32256789268892483}), (, {'error': 0.10745728852452952}), (, {'error': 0.16688610000690668}), (, {'error': 0.15405401663394125}), (, {'error': 0.042288200064173345}), (, {'error': 0.08405461645251}), (, {'error': 0.295577753389622}), (, {'error': 0.38799597485218573}), (, {'error': 0.22984716809115913}), (, {'error': 0.053447783509953606}), (, {'error': 0.8513571763380625}), (, {'error': 0.026039983989123883}), (, {'error': 0.029164805026920426}), (, {'error': 1.3939831670367306}), (, {'error': 0.3237565321473818}), (, {'error': 8.270681475424373}), (, {'error': 0.10242762586966059}), (, {'error': 0.3701924337688802}), (, {'error': 0.21424518500446776}), (, {'error': 0.036492119057969785}), (, {'error': 0.07804158342627454}), (, {'error': 0.14082587739264474}), (, {'error': 0.177807861859212})]) -Toy 21/25 -Time taken: 3 h, 1 min -Projected time left: 34 min, 36 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1277 (1277 total) | -| EDM = 2.02E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297357.21977817704 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 3.0 | 1.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.17 | 0.07 | | | -2 | 2 | | -| 3 | Ctt | -0.20 | 0.20 | | | -1.5 | 1.5 | | -| 4 | phi_p | -5.35 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.94 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 4.06 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.21 | 0.32 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | 6.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.19 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.840 | 0.021 | | | -2 | 2 | | -| 11| phi_s | 19.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -2.79 | 0.21 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | -2.95 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.13 | 0.35 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.46 | 0.25 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.448 | 0.011 | | | -2 | 2 | | -| 21| Dbar_s | -0.30 | 0.52 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.10 | 0.18 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.798 -0.201 0.532 -0.017 -0.488 -0.322 -0.008 0.023 -0.557 0.274 -0.026 -0.172 0.144 -0.022 0.065 -0.148 0.657 0.924 0.257 0.223 0.754 -0.399 -0.095 | -| DDstar_p | 0.798 1.000 -0.061 0.476 -0.024 -0.329 -0.506 -0.000 0.026 -0.574 0.049 -0.026 -0.364 -0.012 -0.002 0.012 -0.299 0.358 0.818 0.055 0.066 0.580 -0.303 -0.016 | -| bplus_2 | -0.201 -0.061 1.000 0.373 -0.042 0.135 0.024 0.032 0.187 0.187 -0.276 -0.114 -0.135 -0.051 0.014 0.014 0.007 -0.150 -0.155 -0.109 -0.155 -0.167 0.169 -0.027 | -| Ctt | 0.532 0.476 0.373 1.000 -0.018 -0.043 -0.450 -0.001 0.058 -0.406 0.072 -0.039 -0.387 0.189 -0.015 0.047 -0.257 0.226 0.572 0.044 0.075 0.596 -0.056 0.131 | -| phi_p | -0.017 -0.024 -0.042 -0.018 1.000 0.005 0.018 -0.086 -0.219 0.014 -0.017 0.406 0.012 0.006 -0.119 0.016 0.008 -0.003 -0.024 -0.001 -0.004 -0.016 0.001 -0.001 | -| p4040_s | -0.488 -0.329 0.135 -0.043 0.005 1.000 -0.132 0.006 0.009 0.151 -0.105 -0.002 0.094 -0.014 0.008 -0.020 -0.057 -0.375 -0.469 -0.012 -0.078 -0.372 0.160 0.154 | -| p4160_p | -0.322 -0.506 0.024 -0.450 0.018 -0.132 1.000 0.010 -0.008 0.601 -0.154 0.011 0.548 0.151 0.017 -0.043 0.402 0.036 -0.526 0.113 -0.114 -0.280 0.102 -0.018 | -| omega_p | -0.008 -0.000 0.032 -0.001 -0.086 0.006 0.010 1.000 0.055 0.015 0.011 -0.004 0.004 0.002 0.712 -0.052 0.009 -0.008 -0.013 0.003 -0.031 -0.003 0.008 -0.003 | -| rho_p | 0.023 0.026 0.187 0.058 -0.219 0.009 -0.008 0.055 1.000 0.008 0.042 -0.095 -0.002 0.003 0.208 0.164 0.010 0.008 0.023 0.021 -0.005 0.009 0.027 0.006 | -| p4415_p | -0.557 -0.574 0.187 -0.406 0.014 0.151 0.601 0.015 0.008 1.000 -0.241 0.003 0.437 0.073 0.023 -0.054 0.369 -0.209 -0.685 0.014 -0.176 -0.432 0.155 -0.062 | -| bplus_1 | 0.274 0.049 -0.276 0.072 -0.017 -0.105 -0.154 0.011 0.042 -0.241 1.000 -0.013 -0.051 0.017 0.014 -0.008 -0.088 0.220 0.288 0.076 -0.452 0.106 -0.089 0.084 | -| phi_s | -0.026 -0.026 -0.114 -0.039 0.406 -0.002 0.011 -0.004 -0.095 0.003 -0.013 1.000 -0.012 -0.004 -0.001 -0.062 -0.006 -0.015 -0.029 -0.020 -0.028 -0.013 -0.016 -0.007 | -| jpsi_p | -0.172 -0.364 -0.135 -0.387 0.012 0.094 0.548 0.004 -0.002 0.437 -0.051 -0.012 1.000 0.325 0.003 -0.024 0.402 0.086 -0.446 0.268 -0.026 -0.226 0.107 -0.056 | -| psi2s_p | 0.144 -0.012 -0.051 0.189 0.006 -0.014 0.151 0.002 0.003 0.073 0.017 -0.004 0.325 1.000 -0.000 0.001 0.061 0.187 -0.033 -0.067 0.016 0.114 -0.049 -0.014 | -| omega_s | -0.022 -0.002 0.014 -0.015 -0.119 0.008 0.017 0.712 0.208 0.023 0.014 -0.001 0.003 -0.000 1.000 -0.324 0.011 -0.021 -0.028 -0.004 -0.075 -0.005 0.006 -0.009 | -| rho_s | 0.065 0.012 0.014 0.047 0.016 -0.020 -0.043 -0.052 0.164 -0.054 -0.008 -0.062 -0.024 0.001 -0.324 1.000 -0.024 0.052 0.074 0.015 0.192 0.018 -0.011 0.022 | -| p4040_p | -0.148 -0.299 0.007 -0.257 0.008 -0.057 0.402 0.009 0.010 0.369 -0.088 -0.006 0.402 0.061 0.011 -0.024 1.000 0.112 -0.321 0.107 -0.053 -0.086 0.365 0.040 | -| p3770_p | 0.657 0.358 -0.150 0.226 -0.003 -0.375 0.036 -0.008 0.008 -0.209 0.220 -0.015 0.086 0.187 -0.021 0.052 0.112 1.000 0.508 0.088 0.187 0.392 -0.249 -0.113 | -| DDstar_s | 0.924 0.818 -0.155 0.572 -0.024 -0.469 -0.526 -0.013 0.023 -0.685 0.288 -0.029 -0.446 -0.033 -0.028 0.074 -0.321 0.508 1.000 0.110 0.235 0.769 -0.409 -0.073 | -| p3770_s | 0.257 0.055 -0.109 0.044 -0.001 -0.012 0.113 0.003 0.021 0.014 0.076 -0.020 0.268 -0.067 -0.004 0.015 0.107 0.088 0.110 1.000 0.084 0.246 -0.041 -0.023 | -| bplus_0 | 0.223 0.066 -0.155 0.075 -0.004 -0.078 -0.114 -0.031 -0.005 -0.176 -0.452 -0.028 -0.026 0.016 -0.075 0.192 -0.053 0.187 0.235 0.084 1.000 0.092 -0.050 0.067 | -| Dbar_s | 0.754 0.580 -0.167 0.596 -0.016 -0.372 -0.280 -0.003 0.009 -0.432 0.106 -0.013 -0.226 0.114 -0.005 0.018 -0.086 0.392 0.769 0.246 0.092 1.000 -0.281 -0.086 | -| p4160_s | -0.399 -0.303 0.169 -0.056 0.001 0.160 0.102 0.008 0.027 0.155 -0.089 -0.016 0.107 -0.049 0.006 -0.011 0.365 -0.249 -0.409 -0.041 -0.050 -0.281 1.000 0.295 | -| p4415_s | -0.095 -0.016 -0.027 0.131 -0.001 0.154 -0.018 -0.003 0.006 -0.062 0.084 -0.007 -0.056 -0.014 -0.009 0.022 0.040 -0.113 -0.073 -0.023 0.067 -0.086 0.295 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.3128289312175827}), (, {'error': 1.1432444428138036}), (, {'error': 0.06746731935627615}), (, {'error': 0.1971227225486616}), (, {'error': 0.13467321840445035}), (, {'error': 0.19066557170527842}), (, {'error': 0.1382443416344996}), (, {'error': 0.32281018604042133}), (, {'error': 0.33814386392656903}), (, {'error': 0.22030330832614342}), (, {'error': 0.0209392743262502}), (, {'error': 0.861847709010398}), (, {'error': 0.036773100222124544}), (, {'error': 0.03427139142469127}), (, {'error': 1.25790891747927}), (, {'error': 0.3232044015418535}), (, {'error': 0.21225877482641398}), (, {'error': 0.15852681455038775}), (, {'error': 0.3501741414419829}), (, {'error': 0.25194795224004807}), (, {'error': 0.010509498580988152}), (, {'error': 0.523303536163582}), (, {'error': 0.175708696867646}), (, {'error': 0.18136789798383446})]) -Toy 22/25 -Time taken: 3 h, 11 min -Projected time left: 26 min, 3 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1296 (1296 total) | -| EDM = 1.55E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297233.84172437695 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.31 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.81 | 0.22 | | | -1.5 | 1.5 | | -| 4 | phi_p | 6.00 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.58 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -1.77 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | -0.23 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -1.77 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 17.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -1.594 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 4.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.87 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.17 | 0.24 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 21| Dbar_s | 0.19 | 0.12 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.051 -0.006 0.055 -0.000 0.015 0.039 0.001 -0.004 0.027 0.005 0.002 0.040 0.047 0.003 -0.006 0.032 0.012 -0.000 0.054 0.008 -0.132 0.012 -0.002 | -| DDstar_p | 0.051 1.000 0.252 0.043 -0.001 -0.175 -0.040 -0.011 0.002 -0.151 -0.156 -0.011 -0.217 -0.143 -0.041 0.092 0.039 0.070 0.043 0.044 -0.079 -0.313 -0.082 -0.069 | -| bplus_2 | -0.006 0.252 1.000 -0.640 -0.029 -0.150 -0.016 -0.014 -0.257 -0.251 -0.031 0.056 -0.214 -0.066 -0.104 0.212 0.012 0.085 0.019 0.041 -0.194 0.061 -0.178 -0.002 | -| Ctt | 0.055 0.043 -0.640 1.000 0.006 0.341 -0.300 0.002 0.094 -0.001 0.083 -0.031 0.254 0.263 0.028 -0.068 -0.234 -0.266 -0.006 -0.064 0.051 -0.429 0.254 0.213 | -| phi_p | -0.000 -0.001 -0.029 0.006 1.000 0.009 -0.005 0.015 0.125 0.004 0.018 0.584 -0.034 -0.002 0.014 -0.006 -0.002 -0.007 0.001 0.001 -0.025 0.007 0.010 0.005 | -| p4040_s | 0.015 -0.175 -0.150 0.341 0.009 1.000 -0.455 -0.000 0.062 -0.150 0.067 -0.022 0.028 0.006 0.008 -0.016 -0.193 -0.144 -0.010 0.125 -0.040 -0.141 0.101 0.165 | -| p4160_p | 0.039 -0.040 -0.016 -0.300 -0.005 -0.455 1.000 0.004 -0.027 0.342 0.070 0.011 -0.030 -0.083 0.011 -0.027 0.299 0.158 0.036 0.020 0.030 -0.121 -0.092 -0.035 | -| omega_p | 0.001 -0.011 -0.014 0.002 0.015 -0.000 0.004 1.000 -0.158 0.004 -0.041 0.028 -0.003 0.001 0.427 -0.085 0.002 -0.001 -0.001 0.001 0.047 -0.007 -0.000 -0.003 | -| rho_p | -0.004 0.002 -0.257 0.094 0.125 0.062 -0.027 -0.158 1.000 0.039 0.031 0.095 -0.101 -0.005 0.142 -0.003 -0.013 -0.026 0.002 0.012 -0.057 0.048 0.076 0.038 | -| p4415_p | 0.027 -0.151 -0.251 -0.001 0.004 -0.150 0.342 0.004 0.039 1.000 0.131 -0.010 0.051 -0.018 0.022 -0.049 0.201 0.052 0.010 0.038 0.008 -0.153 -0.146 -0.105 | -| bplus_1 | 0.005 -0.156 -0.031 0.083 0.018 0.067 0.070 -0.041 0.031 0.131 1.000 -0.094 0.015 0.068 -0.172 0.356 0.051 -0.082 -0.018 0.013 -0.921 -0.077 0.031 -0.031 | -| phi_s | 0.002 -0.011 0.056 -0.031 0.584 -0.022 0.011 0.028 0.095 -0.010 -0.094 1.000 0.014 -0.000 0.074 -0.074 0.005 0.006 -0.001 -0.005 0.103 -0.023 -0.027 -0.016 | -| jpsi_p | 0.040 -0.217 -0.214 0.254 -0.034 0.028 -0.030 -0.003 -0.101 0.051 0.015 0.014 1.000 0.015 -0.016 0.005 -0.065 -0.065 0.047 -0.069 0.109 0.058 0.008 -0.002 | -| psi2s_p | 0.047 -0.143 -0.066 0.263 -0.002 0.006 -0.083 0.001 -0.005 -0.018 0.068 -0.000 0.015 1.000 0.003 -0.009 -0.144 -0.059 0.014 -0.402 -0.002 -0.183 -0.038 0.015 | -| omega_s | 0.003 -0.041 -0.104 0.028 0.014 0.008 0.011 0.427 0.142 0.022 -0.172 0.074 -0.016 0.003 1.000 -0.540 0.006 -0.004 -0.003 0.008 0.195 -0.020 0.012 -0.004 | -| rho_s | -0.006 0.092 0.212 -0.068 -0.006 -0.016 -0.027 -0.085 -0.003 -0.049 0.356 -0.074 0.005 -0.009 -0.540 1.000 -0.015 0.004 0.007 -0.018 -0.416 0.045 -0.023 0.010 | -| p4040_p | 0.032 0.039 0.012 -0.234 -0.002 -0.193 0.299 0.002 -0.013 0.201 0.051 0.005 -0.065 -0.144 0.006 -0.015 1.000 0.161 0.017 -0.021 0.007 -0.162 0.319 -0.000 | -| p3770_p | 0.012 0.070 0.085 -0.266 -0.007 -0.144 0.158 -0.001 -0.026 0.052 -0.082 0.006 -0.065 -0.059 -0.004 0.004 0.161 1.000 0.035 -0.245 0.039 0.207 -0.052 -0.079 | -| DDstar_s | -0.000 0.043 0.019 -0.006 0.001 -0.010 0.036 -0.001 0.002 0.010 -0.018 -0.001 0.047 0.014 -0.003 0.007 0.017 0.035 1.000 0.025 -0.005 -0.007 -0.002 -0.005 | -| p3770_s | 0.054 0.044 0.041 -0.064 0.001 0.125 0.020 0.001 0.012 0.038 0.013 -0.005 -0.069 -0.402 0.008 -0.018 -0.021 -0.245 0.025 1.000 -0.001 -0.233 0.034 0.005 | -| bplus_0 | 0.008 -0.079 -0.194 0.051 -0.025 -0.040 0.030 0.047 -0.057 0.008 -0.921 0.103 0.109 -0.002 0.195 -0.416 0.007 0.039 -0.005 -0.001 1.000 -0.069 -0.025 -0.033 | -| Dbar_s | -0.132 -0.313 0.061 -0.429 0.007 -0.141 -0.121 -0.007 0.048 -0.153 -0.077 -0.023 0.058 -0.183 -0.020 0.045 -0.162 0.207 -0.007 -0.233 -0.069 1.000 -0.095 0.016 | -| p4160_s | 0.012 -0.082 -0.178 0.254 0.010 0.101 -0.092 -0.000 0.076 -0.146 0.031 -0.027 0.008 -0.038 0.012 -0.023 0.319 -0.052 -0.002 0.034 -0.025 -0.095 1.000 0.293 | -| p4415_s | -0.002 -0.069 -0.002 0.213 0.005 0.165 -0.035 -0.003 0.038 -0.105 -0.031 -0.016 -0.002 0.015 -0.004 0.010 -0.000 -0.079 -0.005 0.005 -0.033 0.016 0.293 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10185977575859484}), (, {'error': 0.3570759447333134}), (, {'error': 0.08873219780163377}), (, {'error': 0.21929969699223228}), (, {'error': 0.20024256715170186}), (, {'error': 0.17684670743138026}), (, {'error': 0.09937842406629427}), (, {'error': 0.3097157188757347}), (, {'error': 0.3972488339324989}), (, {'error': 0.1882415179171435}), (, {'error': 0.061147464768636084}), (, {'error': 1.0671974731103724}), (, {'error': 0.023777895911098135}), (, {'error': 0.032001605383586096}), (, {'error': 1.1375816065237667}), (, {'error': 0.3479502430501114}), (, {'error': 0.32850269111958896}), (, {'error': 0.09885638596641577}), (, {'error': 0.025144024938042797}), (, {'error': 0.23846925078613967}), (, {'error': 0.03251086667683656}), (, {'error': 0.1232548587253817}), (, {'error': 0.17030681421308858}), (, {'error': 0.19214551165158855})]) -Toy 23/25 -Time taken: 3 h, 20 min -Projected time left: 17 min, 26 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=261 (261 total) | -| EDM = 2.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297137.4663645013 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -1.2 | 2.7 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | -0.29 | 0.08 | | | -2 | 2 | | -| 3 | Ctt | -0.27 | 0.30 | | | -1.5 | 1.5 | | -| 4 | phi_p | 5.95 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.88 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | -2.06 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 0.31 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -0.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.10 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.950 | 0.024 | | | -2 | 2 | | -| 11| phi_s | 15.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | -4.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 2.0 | 0.4 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.93 | 0.25 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.40 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.13 | 0.39 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.58 | 0.31 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.492 | 0.011 | | | -2 | 2 | | -| 21| Dbar_s | -0.11 | 0.40 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.21 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.38 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.369 -0.282 0.827 0.009 -0.003 0.269 0.001 -0.080 0.099 -0.136 0.048 -0.069 0.383 -0.003 -0.020 0.481 -0.184 0.857 0.620 -0.135 -0.877 0.059 -0.195 | -| DDstar_p | 0.369 1.000 -0.078 0.397 0.001 -0.038 -0.104 0.003 -0.026 -0.156 -0.116 0.018 -0.189 0.112 0.002 -0.013 0.099 -0.096 0.464 0.219 -0.093 -0.503 -0.016 -0.054 | -| bplus_2 | -0.282 -0.078 1.000 0.056 -0.016 0.118 -0.131 0.041 0.277 0.119 -0.232 -0.100 -0.156 -0.133 0.059 0.007 -0.192 -0.041 -0.350 -0.265 -0.163 0.335 0.129 0.032 | -| Ctt | 0.827 0.397 0.056 1.000 0.003 0.117 0.086 0.005 -0.017 0.019 -0.119 0.019 -0.160 0.446 0.005 -0.011 0.303 -0.112 0.752 0.503 -0.109 -0.793 0.142 -0.046 | -| phi_p | 0.009 0.001 -0.016 0.003 1.000 -0.002 0.007 0.001 0.089 0.002 0.002 0.611 -0.005 0.006 0.000 0.019 0.007 -0.001 0.007 0.008 0.002 -0.013 -0.003 -0.003 | -| p4040_s | -0.003 -0.038 0.118 0.117 -0.002 1.000 -0.392 0.010 0.051 -0.118 -0.069 -0.019 0.005 -0.019 0.012 -0.003 -0.177 -0.154 -0.168 0.031 -0.030 0.084 0.098 0.189 | -| p4160_p | 0.269 -0.104 -0.131 0.086 0.007 -0.392 1.000 0.007 -0.021 0.441 -0.104 0.016 0.381 0.231 0.003 -0.013 0.479 0.266 0.207 0.338 -0.075 -0.396 -0.072 -0.129 | -| omega_p | 0.001 0.003 0.041 0.005 0.001 0.010 0.007 1.000 0.113 0.016 0.007 0.033 0.004 0.005 0.621 0.036 0.005 -0.007 -0.012 0.005 -0.032 -0.002 0.010 -0.001 | -| rho_p | -0.080 -0.026 0.277 -0.017 0.089 0.051 -0.021 0.113 1.000 0.039 0.047 0.124 0.014 -0.024 0.403 0.135 -0.030 -0.001 -0.080 -0.031 -0.026 0.071 0.056 0.027 | -| p4415_p | 0.099 -0.156 0.119 0.019 0.002 -0.118 0.441 0.016 0.039 1.000 -0.191 -0.007 0.273 0.122 0.015 -0.013 0.287 0.111 -0.063 0.157 -0.119 -0.126 -0.094 -0.168 | -| bplus_1 | -0.136 -0.116 -0.232 -0.119 0.002 -0.069 -0.104 0.007 0.047 -0.191 1.000 -0.001 -0.037 -0.079 0.015 0.004 -0.078 0.145 0.121 -0.034 -0.438 0.050 -0.053 0.090 | -| phi_s | 0.048 0.018 -0.100 0.019 0.611 -0.019 0.016 0.033 0.124 -0.007 -0.001 1.000 -0.022 0.017 0.069 0.026 0.020 -0.010 0.037 0.020 -0.023 -0.044 -0.022 -0.018 | -| jpsi_p | -0.069 -0.189 -0.156 -0.160 -0.005 0.005 0.381 0.004 0.014 0.273 -0.037 -0.022 1.000 0.267 -0.004 -0.008 0.230 0.218 -0.167 0.241 -0.005 -0.129 -0.020 -0.060 | -| psi2s_p | 0.383 0.112 -0.133 0.446 0.006 -0.019 0.231 0.005 -0.024 0.122 -0.079 0.017 0.267 1.000 0.002 -0.011 0.219 0.105 0.285 0.181 -0.069 -0.477 -0.018 -0.076 | -| omega_s | -0.003 0.002 0.059 0.005 0.000 0.012 0.003 0.621 0.403 0.015 0.015 0.069 -0.004 0.002 1.000 -0.092 0.002 -0.008 -0.013 0.002 -0.029 0.002 0.013 0.001 | -| rho_s | -0.020 -0.013 0.007 -0.011 0.019 -0.003 -0.013 0.036 0.135 -0.013 0.004 0.026 -0.008 -0.011 -0.092 1.000 -0.012 0.012 0.002 -0.010 0.061 0.013 -0.001 0.009 | -| p4040_p | 0.481 0.099 -0.192 0.303 0.007 -0.177 0.479 0.005 -0.030 0.287 -0.078 0.020 0.230 0.219 0.002 -0.012 1.000 0.191 0.428 0.402 -0.064 -0.570 0.249 -0.124 | -| p3770_p | -0.184 -0.096 -0.041 -0.112 -0.001 -0.154 0.266 -0.007 -0.001 0.111 0.145 -0.010 0.218 0.105 -0.008 0.012 0.191 1.000 0.011 -0.089 0.122 -0.070 -0.078 -0.068 | -| DDstar_s | 0.857 0.464 -0.350 0.752 0.007 -0.168 0.207 -0.012 -0.080 -0.063 0.121 0.037 -0.167 0.285 -0.013 0.002 0.428 0.011 1.000 0.570 0.044 -0.878 -0.068 -0.226 | -| p3770_s | 0.620 0.219 -0.265 0.503 0.008 0.031 0.338 0.005 -0.031 0.157 -0.034 0.020 0.241 0.181 0.002 -0.010 0.402 -0.089 0.570 1.000 -0.032 -0.713 0.028 -0.143 | -| bplus_0 | -0.135 -0.093 -0.163 -0.109 0.002 -0.030 -0.075 -0.032 -0.026 -0.119 -0.438 -0.023 -0.005 -0.069 -0.029 0.061 -0.064 0.122 0.044 -0.032 1.000 0.074 -0.014 0.078 | -| Dbar_s | -0.877 -0.503 0.335 -0.793 -0.013 0.084 -0.396 -0.002 0.071 -0.126 0.050 -0.044 -0.129 -0.477 0.002 0.013 -0.570 -0.070 -0.878 -0.713 0.074 1.000 0.001 0.218 | -| p4160_s | 0.059 -0.016 0.129 0.142 -0.003 0.098 -0.072 0.010 0.056 -0.094 -0.053 -0.022 -0.020 -0.018 0.013 -0.001 0.249 -0.078 -0.068 0.028 -0.014 0.001 1.000 0.299 | -| p4415_s | -0.195 -0.054 0.032 -0.046 -0.003 0.189 -0.129 -0.001 0.027 -0.168 0.090 -0.018 -0.060 -0.076 0.001 0.009 -0.124 -0.068 -0.226 -0.143 0.078 0.218 0.299 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.6807180917789086}), (, {'error': 0.7694873003242986}), (, {'error': 0.07902428827486874}), (, {'error': 0.29959030799555925}), (, {'error': 0.19856307916201033}), (, {'error': 0.16829582500092793}), (, {'error': 0.1226605292386167}), (, {'error': 0.2816832420720399}), (, {'error': 0.19170327701821144}), (, {'error': 0.16315602670718388}), (, {'error': 0.024079310328186332}), (, {'error': 1.1290107214539677}), (, {'error': 0.03274052136050054}), (, {'error': 0.037231386412051926}), (, {'error': 1.145798319890988}), (, {'error': 0.41690019334162287}), (, {'error': 0.25157467858696947}), (, {'error': 0.1277829096369727}), (, {'error': 0.38641610584524844}), (, {'error': 0.3146460467186105}), (, {'error': 0.011311225056834795}), (, {'error': 0.3953589460705959}), (, {'error': 0.15786518243157444}), (, {'error': 0.18304878943178327})]) -Toy 24/25 -Time taken: 3 h, 26 min -Projected time left: 8 min, 36 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1674 (1674 total) | -| EDM = 1.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297316.70235887694 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -3.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_2 | 0.19 | 0.09 | | | -2 | 2 | | -| 3 | Ctt | -0.11 | 0.17 | | | -1.5 | 1.5 | | -| 4 | phi_p | 0.85 | 0.14 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.78 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | p4160_p | 3.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | omega_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | rho_p | -0.40 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.49 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.91 | 0.05 | | | -2 | 2 | | -| 11| phi_s | 21.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| jpsi_p | 1.588 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 16| p4040_p | 3.73 | 0.23 | | |-6.28319 | 6.28319 | | -| 17| p3770_p | 3.29 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 19| p3770_s | 1.96 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 21| Dbar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 22| p4160_s | 2.44 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p4415_s | 1.61 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p DDstar_p bplus_2 Ctt phi_p p4040_s p4160_p omega_p rho_p p4415_p bplus_1 phi_s jpsi_p psi2s_p omega_s rho_s p4040_p p3770_p DDstar_s p3770_s bplus_0 Dbar_s p4160_s p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.385 0.098 -0.422 0.014 -0.006 -0.085 0.007 -0.026 -0.063 0.125 -0.032 -0.010 -0.123 -0.056 0.114 -0.174 0.035 -0.046 -0.216 -0.235 0.159 -0.011 0.097 | -| DDstar_p | -0.385 1.000 0.093 0.133 -0.005 -0.131 -0.432 0.005 -0.017 -0.408 0.071 -0.021 -0.487 -0.228 -0.028 0.055 -0.197 -0.126 0.101 -0.162 -0.126 0.042 -0.103 0.025 | -| bplus_2 | 0.098 0.093 1.000 -0.605 0.095 0.083 -0.210 0.018 -0.326 -0.212 0.586 0.068 0.146 -0.044 -0.152 0.290 -0.127 -0.123 0.137 -0.005 -0.686 0.148 0.008 0.269 | -| Ctt | -0.422 0.133 -0.605 1.000 -0.037 0.160 -0.139 -0.010 0.137 0.007 -0.347 -0.011 -0.242 0.251 0.080 -0.167 -0.100 -0.023 -0.040 0.003 0.404 -0.169 0.136 0.055 | -| phi_p | 0.014 -0.005 0.095 -0.037 1.000 0.002 -0.014 0.013 -0.240 -0.017 0.071 0.473 0.001 -0.001 -0.113 0.092 -0.012 -0.005 0.012 -0.006 -0.065 0.016 -0.004 0.020 | -| p4040_s | -0.006 -0.131 0.083 0.160 0.002 1.000 -0.338 0.003 0.006 -0.111 0.094 -0.028 0.093 0.018 -0.024 0.055 -0.128 -0.022 -0.031 0.154 -0.135 -0.047 0.057 0.175 | -| p4160_p | -0.085 -0.432 -0.210 -0.139 -0.014 -0.338 1.000 -0.008 0.050 0.463 -0.173 0.021 0.274 0.069 0.058 -0.121 0.310 0.191 -0.011 0.089 0.266 0.039 -0.063 -0.104 | -| omega_p | 0.007 0.005 0.018 -0.010 0.013 0.003 -0.008 1.000 0.071 -0.006 0.023 -0.007 0.002 -0.002 -0.255 0.060 -0.005 -0.003 0.005 -0.002 -0.024 0.005 0.002 0.008 | -| rho_p | -0.026 -0.017 -0.326 0.137 -0.240 0.006 0.050 0.071 1.000 0.067 -0.211 -0.115 -0.013 0.010 0.263 0.063 0.040 0.019 -0.035 0.025 0.198 -0.033 0.028 -0.055 | -| p4415_p | -0.063 -0.408 -0.212 0.007 -0.017 -0.111 0.463 -0.006 0.067 1.000 -0.128 -0.002 0.227 0.075 0.044 -0.089 0.277 0.139 -0.050 0.115 0.192 -0.030 -0.079 -0.169 | -| bplus_1 | 0.125 0.071 0.586 -0.347 0.071 0.094 -0.173 0.023 -0.211 -0.128 1.000 -0.044 0.115 -0.035 -0.187 0.379 -0.099 -0.110 0.109 -0.015 -0.963 0.132 0.047 0.199 | -| phi_s | -0.032 -0.021 0.068 -0.011 0.473 -0.028 0.021 -0.007 -0.115 -0.002 -0.044 1.000 -0.023 0.004 -0.011 -0.038 0.006 0.008 -0.011 -0.009 0.059 -0.017 -0.034 -0.023 | -| jpsi_p | -0.010 -0.487 0.146 -0.242 0.001 0.093 0.274 0.002 -0.013 0.227 0.115 -0.023 1.000 0.195 -0.018 0.027 0.136 0.038 -0.012 0.216 -0.097 0.130 0.040 -0.010 | -| psi2s_p | -0.123 -0.228 -0.044 0.251 -0.001 0.018 0.069 -0.002 0.010 0.075 -0.035 0.004 0.195 1.000 0.011 -0.025 -0.048 0.037 -0.017 -0.188 0.057 0.033 -0.016 0.007 | -| omega_s | -0.056 -0.028 -0.152 0.080 -0.113 -0.024 0.058 -0.255 0.263 0.044 -0.187 -0.011 -0.018 0.011 1.000 -0.413 0.037 0.023 -0.037 0.013 0.195 -0.044 -0.014 -0.062 | -| rho_s | 0.114 0.055 0.290 -0.167 0.092 0.055 -0.121 0.060 0.063 -0.089 0.379 -0.038 0.027 -0.025 -0.413 1.000 -0.078 -0.055 0.076 -0.027 -0.407 0.092 0.033 0.128 | -| p4040_p | -0.174 -0.197 -0.127 -0.100 -0.012 -0.128 0.310 -0.005 0.040 0.277 -0.099 0.006 0.136 -0.048 0.037 -0.078 1.000 0.164 -0.001 0.004 0.161 0.002 0.328 -0.033 | -| p3770_p | 0.035 -0.126 -0.123 -0.023 -0.005 -0.022 0.191 -0.003 0.019 0.139 -0.110 0.008 0.038 0.037 0.023 -0.055 0.164 1.000 0.026 -0.201 0.127 0.158 0.015 -0.070 | -| DDstar_s | -0.046 0.101 0.137 -0.040 0.012 -0.031 -0.011 0.005 -0.035 -0.050 0.109 -0.011 -0.012 -0.017 -0.037 0.076 -0.001 0.026 1.000 0.013 -0.166 -0.002 -0.021 0.017 | -| p3770_s | -0.216 -0.162 -0.005 0.003 -0.006 0.154 0.089 -0.002 0.025 0.115 -0.015 -0.009 0.216 -0.188 0.013 -0.027 0.004 -0.201 0.013 1.000 0.036 0.022 0.060 0.008 | -| bplus_0 | -0.235 -0.126 -0.686 0.404 -0.065 -0.135 0.266 -0.024 0.198 0.192 -0.963 0.059 -0.097 0.057 0.195 -0.407 0.161 0.127 -0.166 0.036 1.000 -0.202 -0.086 -0.293 | -| Dbar_s | 0.159 0.042 0.148 -0.169 0.016 -0.047 0.039 0.005 -0.033 -0.030 0.132 -0.017 0.130 0.033 -0.044 0.092 0.002 0.158 -0.002 0.022 -0.202 1.000 -0.037 0.039 | -| p4160_s | -0.011 -0.103 0.008 0.136 -0.004 0.057 -0.063 0.002 0.028 -0.079 0.047 -0.034 0.040 -0.016 -0.014 0.033 0.328 0.015 -0.021 0.060 -0.086 -0.037 1.000 0.291 | -| p4415_s | 0.097 0.025 0.269 0.055 0.020 0.175 -0.104 0.008 -0.055 -0.169 0.199 -0.023 -0.010 0.007 -0.062 0.128 -0.033 -0.070 0.017 0.008 -0.293 0.039 0.291 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.36379998122948565}), (, {'error': 0.43238360681267163}), (, {'error': 0.08922238994449283}), (, {'error': 0.16710032435215105}), (, {'error': 0.13929763467176626}), (, {'error': 0.1580809811203615}), (, {'error': 0.09923811868534482}), (, {'error': 0.34519572542038457}), (, {'error': 0.26880102990601573}), (, {'error': 0.141086389727078}), (, {'error': 0.05318344014504928}), (, {'error': 0.9343534065213728}), (, {'error': 0.02670728897828889}), (, {'error': 0.03176676082560004}), (, {'error': 0.961327492417611}), (, {'error': 0.32165477676223675}), (, {'error': 0.2320894891055998}), (, {'error': 0.13055294115542715}), (, {'error': 0.055277810002776984}), (, {'error': 0.2332654322172254}), (, {'error': 0.03216928111565853}), (, {'error': 0.10259368484336104}), (, {'error': 0.15305760992409811}), (, {'error': 0.1809359438452971})]) -Toy 25/25 -Time taken: 3 h, 38 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.47679099375336115 -Mean Ctt error = 0.2118835234230683 -95 Sensitivy = 0.0003771148709846611 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247857.out b/finished fits/ff1data1/slurm-2247857.out deleted file mode 100644 index 9a4af78..0000000 --- a/finished fits/ff1data1/slurm-2247857.out +++ /dev/null @@ -1,5603 +0,0 @@ -Simulation starting -2019-09-05 16:20:08.093954: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:20:08.438931: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 16:20:08.439391: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:20:08.441698: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:20:08.443723: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:20:08.444291: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:20:08.446673: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:20:08.448586: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:20:08.454787: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:20:08.463217: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:20:08.463719: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:20:08.492922: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:20:08.493343: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ad9a7180f0 executing computations on platform Host. Devices: -2019-09-05 16:20:08.493394: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:20:08.497338: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 16:20:08.497502: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:20:08.497532: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:20:08.497556: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:20:08.497579: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:20:08.497602: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:20:08.497626: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:20:08.497649: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:20:08.504091: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:20:08.504257: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:20:08.749236: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:20:08.749296: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:20:08.749309: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:20:08.758856: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:8b:00.0, compute capability: 3.7) -2019-09-05 16:20:08.761630: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ad9ac74690 executing computations on platform CUDA. Devices: -2019-09-05 16:20:08.761691: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:20:11.043051 139923603920640 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:20:11.113948 139923603920640 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:20:11.691443 139923603920640 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:20:40.979414: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:20:51.743951 139923603920640 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336793.1009826 Edm = 266.716 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336793.1009826 Edm = 266.716 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310595.8029724 Edm = 20.1943 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 308168.1922344 Edm = 22.7292 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 308154.4285121 Edm = 31.3739 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 305880.1217391 Edm = 2488.03 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 305847.6235485 Edm = 45.209 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 303870.037733 Edm = 27.4131 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 300288.1901816 Edm = 1233.01 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 300285.0508847 Edm = 24.2605 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 299063.3982729 Edm = 31.268 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 298988.2263131 Edm = 5.12231 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298979.426761 Edm = 1.12541 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298976.2887992 Edm = 1.35334 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 298423.8306871 Edm = 195.378 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297977.5433658 Edm = 543.757 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297656.7360561 Edm = 14.3886 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297638.9555654 Edm = 0.105452 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297638.8714778 Edm = 0.0545021 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297637.853802 Edm = 0.926364 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297543.9712095 Edm = 2.76501 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297541.0751232 Edm = 0.0383348 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297540.9870171 Edm = 0.0710152 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297531.4538366 Edm = 9.45305 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297417.1551828 Edm = 5.39622 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297413.4060446 Edm = 0.42118 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297413.0859386 Edm = 0.0158145 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297413.0711619 Edm = 0.00227976 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297413.0604405 Edm = 0.00894972 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297410.245707 Edm = 0.327367 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297406.086413 Edm = 6.12379 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297402.5896463 Edm = 2.69126 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297399.1888688 Edm = 4.90291 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297391.7865745 Edm = 4.00516 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297385.293483 Edm = 0.637741 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297384.8485579 Edm = 0.0602172 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297384.8058001 Edm = 0.00157845 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297384.799647 Edm = 0.0053915 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297384.7333726 Edm = 0.101939 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297384.4953831 Edm = 0.285777 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297384.474748 Edm = 0.0181754 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297379.6113856 Edm = 2.30257 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297368.4020546 Edm = 6.09342 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297363.325467 Edm = 2.47878 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297361.2454614 Edm = 0.152067 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297361.1244388 Edm = 0.0197827 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297361.1082662 Edm = 0.00266417 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297361.1034223 Edm = 0.00335397 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297361.0736468 Edm = 0.0181863 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297360.3864234 Edm = 0.60804 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297348.9820284 Edm = 3.07393 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297346.7457936 Edm = 0.993533 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297345.9003321 Edm = 0.0669104 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297345.8335025 Edm = 0.0059371 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297345.8215644 Edm = 0.00166987 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297345.818103 Edm = 0.00120432 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297345.808582 Edm = 0.00837013 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297345.3545255 Edm = 0.386331 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297341.888036 Edm = 0.66568 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297341.2808369 Edm = 0.151683 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297341.1739724 Edm = 0.00456585 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297341.1674167 Edm = 0.000971405 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297341.1660966 Edm = 0.000122462 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297341.1658735 Edm = 0.000107529 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297341.1404729 Edm = 0.0273529 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297341.1211698 Edm = 0.0188063 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297339.8930286 Edm = 0.00908822 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297339.8840011 Edm = 0.000277941 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297339.8837315 Edm = 2.23621e-05 NCalls = 235 -VariableMetric: After Hessian - FCN = 297339.8837315 Edm = 1.44798 NCalls = 710 -VariableMetric: Iteration # 68 - FCN = 297339.8837315 Edm = 1.44798 NCalls = 710 -VariableMetric: Iteration # 69 - FCN = 297337.7807527 Edm = 3.41117 NCalls = 712 -VariableMetric: Iteration # 70 - FCN = 297336.1258404 Edm = 0.748151 NCalls = 715 -VariableMetric: Iteration # 71 - FCN = 297335.9113543 Edm = 0.208558 NCalls = 717 -VariableMetric: Iteration # 72 - FCN = 297335.737767 Edm = 0.025015 NCalls = 719 -VariableMetric: Iteration # 73 - FCN = 297335.698708 Edm = 0.028107 NCalls = 721 -VariableMetric: Iteration # 74 - FCN = 297335.6025845 Edm = 0.202263 NCalls = 725 -VariableMetric: Iteration # 75 - FCN = 297335.5387336 Edm = 0.181728 NCalls = 729 -VariableMetric: Iteration # 76 - FCN = 297335.4471836 Edm = 0.184234 NCalls = 733 -VariableMetric: Iteration # 77 - FCN = 297335.3779565 Edm = 0.13258 NCalls = 736 -VariableMetric: Iteration # 78 - FCN = 297334.9080233 Edm = 0.950538 NCalls = 741 -VariableMetric: Iteration # 79 - FCN = 297334.7544574 Edm = 0.3517 NCalls = 744 -VariableMetric: Iteration # 80 - FCN = 297334.6355992 Edm = 0.274544 NCalls = 747 -VariableMetric: Iteration # 81 - FCN = 297334.3804454 Edm = 0.228917 NCalls = 751 -VariableMetric: Iteration # 82 - FCN = 297333.4698704 Edm = 0.553009 NCalls = 754 -VariableMetric: Iteration # 83 - FCN = 297333.0170094 Edm = 0.0764533 NCalls = 756 -VariableMetric: Iteration # 84 - FCN = 297332.9456715 Edm = 0.0148123 NCalls = 758 -VariableMetric: Iteration # 85 - FCN = 297332.9206959 Edm = 0.0467384 NCalls = 760 -VariableMetric: Iteration # 86 - FCN = 297332.9010892 Edm = 0.0113123 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297332.8635462 Edm = 0.0225482 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297332.8104987 Edm = 0.025973 NCalls = 769 -VariableMetric: Iteration # 89 - FCN = 297332.7807137 Edm = 0.00766718 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297332.7704361 Edm = 0.00463967 NCalls = 774 -VariableMetric: Iteration # 91 - FCN = 297332.766783 Edm = 0.0010781 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297332.7638202 Edm = 0.000969737 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297332.7616477 Edm = 0.000805797 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297332.7576435 Edm = 0.00158263 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297332.7551834 Edm = 0.000749191 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297332.753799 Edm = 0.000670832 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297332.7514586 Edm = 0.00135343 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297332.7492248 Edm = 0.00236866 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297332.7437327 Edm = 0.0044556 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297332.7393823 Edm = 0.00768795 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297332.7329635 Edm = 0.00244729 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297332.7271427 Edm = 0.00695404 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297332.7211818 Edm = 0.00784248 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297332.7080978 Edm = 0.00832515 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297332.6948768 Edm = 0.0146318 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297332.6903864 Edm = 0.00570671 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297332.6825957 Edm = 0.00988049 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297332.6733369 Edm = 0.0100105 NCalls = 829 -VariableMetric: Iteration # 109 - FCN = 297332.6663552 Edm = 0.00545369 NCalls = 833 -VariableMetric: Iteration # 110 - FCN = 297332.660868 Edm = 0.00358515 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297332.6560328 Edm = 0.00281852 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297332.6529755 Edm = 0.0018532 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297332.6519598 Edm = 0.000772111 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297332.6504581 Edm = 0.000354858 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297332.6500809 Edm = 0.000250689 NCalls = 847 -VariableMetric: Iteration # 116 - FCN = 297332.6496788 Edm = 0.00022409 NCalls = 850 -VariableMetric: Iteration # 117 - FCN = 297332.6484895 Edm = 0.000560493 NCalls = 853 -VariableMetric: Iteration # 118 - FCN = 297332.6475301 Edm = 0.00037592 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297332.647138 Edm = 0.000146928 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297332.6468628 Edm = 0.000106015 NCalls = 859 -VariableMetric: Iteration # 121 - FCN = 297332.6463883 Edm = 0.000379382 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297332.6445847 Edm = 0.000824151 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297332.6433843 Edm = 0.00155534 NCalls = 869 -VariableMetric: Iteration # 124 - FCN = 297332.6417611 Edm = 0.0024306 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297332.6387569 Edm = 0.0025915 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297332.6315789 Edm = 0.00658304 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297332.6310165 Edm = 0.00326942 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297332.6276515 Edm = 0.00276056 NCalls = 886 -VariableMetric: Iteration # 129 - FCN = 297332.624231 Edm = 0.00148323 NCalls = 889 -VariableMetric: Iteration # 130 - FCN = 297332.6204966 Edm = 0.00326493 NCalls = 892 -VariableMetric: Iteration # 131 - FCN = 297332.6197841 Edm = 0.00343219 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297332.6172472 Edm = 0.00105431 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297332.6151183 Edm = 0.00131667 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297332.6134373 Edm = 0.00260814 NCalls = 900 -VariableMetric: Iteration # 135 - FCN = 297332.6118716 Edm = 0.00157699 NCalls = 905 -VariableMetric: Iteration # 136 - FCN = 297332.6108912 Edm = 0.00153239 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297332.6086317 Edm = 0.00281676 NCalls = 912 -VariableMetric: Iteration # 138 - FCN = 297332.6051254 Edm = 0.00281388 NCalls = 915 -VariableMetric: Iteration # 139 - FCN = 297332.6021662 Edm = 0.00063659 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297332.601329 Edm = 0.000295895 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 297332.6007903 Edm = 0.000858774 NCalls = 922 -VariableMetric: Iteration # 142 - FCN = 297332.5997263 Edm = 0.000419555 NCalls = 926 -VariableMetric: Iteration # 143 - FCN = 297332.5990824 Edm = 0.000344108 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297332.5987946 Edm = 0.000239723 NCalls = 930 -VariableMetric: Iteration # 145 - FCN = 297332.5984978 Edm = 6.48606e-05 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 297332.5984061 Edm = 1.82762e-05 NCalls = 935 -VariableMetric: After Hessian - FCN = 297332.5984061 Edm = 3.00785e-05 NCalls = 1422 -VariableMetric: Iteration # 147 - FCN = 297332.5984061 Edm = 3.00785e-05 NCalls = 1422 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306749.0528278 Edm = 24.7933 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306749.0528278 Edm = 24.7933 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300693.519925 Edm = 3.24845 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300644.759632 Edm = 20.7845 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300634.6569135 Edm = 4.54981 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298469.6694057 Edm = 62.6733 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297816.983466 Edm = 109.571 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297767.5788642 Edm = 14.1894 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297751.1144572 Edm = 0.106145 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297750.786356 Edm = 0.221769 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297724.1064474 Edm = 18.4258 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297680.424901 Edm = 0.348164 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297679.8978237 Edm = 0.121688 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297678.9067185 Edm = 1.11412 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297637.4561924 Edm = 15.4383 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297610.2478644 Edm = 1.61827 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297608.408646 Edm = 0.0321107 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297608.2808883 Edm = 0.0943285 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297598.5994189 Edm = 7.17924 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297569.5425512 Edm = 5.95575 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297565.4571885 Edm = 0.912228 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297564.6467537 Edm = 0.0392429 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297564.5755775 Edm = 0.0274316 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297563.0977962 Edm = 1.47018 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297553.5835394 Edm = 7.90082 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297453.5665359 Edm = 12.9772 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297426.7606584 Edm = 4.28641 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297422.8212885 Edm = 2.56484 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297421.0266307 Edm = 0.0561855 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297420.92132 Edm = 0.0173028 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297420.8749365 Edm = 0.0156947 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297420.4804252 Edm = 0.398329 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297396.5719262 Edm = 3.3781 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297363.5002972 Edm = 4.73635 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297359.5599548 Edm = 1.06389 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297358.5873792 Edm = 0.105821 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297358.4493522 Edm = 0.0201431 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297358.3733395 Edm = 0.0168387 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297358.3451971 Edm = 0.0037714 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297358.3338264 Edm = 0.0096377 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297358.1012111 Edm = 0.229664 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297355.5685794 Edm = 6.76111 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297350.1831116 Edm = 2.67362 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297337.9725627 Edm = 0.39239 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297337.6256282 Edm = 0.100832 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297337.5396102 Edm = 0.00904057 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297337.5287267 Edm = 0.00176554 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297337.5235498 Edm = 0.0022488 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297337.5165847 Edm = 0.00483304 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297337.4852894 Edm = 0.0316763 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297337.015808 Edm = 0.3992 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297327.3186773 Edm = 6.08673 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297322.9311037 Edm = 3.4699 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297318.1082058 Edm = 1.24834 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297316.9374062 Edm = 0.218459 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297316.8234776 Edm = 0.0390954 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297316.7880852 Edm = 0.00650515 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297316.7777551 Edm = 0.00453027 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297316.7709374 Edm = 0.0014105 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297316.7671671 Edm = 0.00352037 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297316.6702822 Edm = 0.0924291 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297314.7055189 Edm = 1.92396 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297307.7316966 Edm = 6.12129 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297307.5248373 Edm = 0.318275 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297306.0914069 Edm = 1.51466 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297305.6367772 Edm = 0.486212 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297303.0642483 Edm = 1.01095 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297301.9166181 Edm = 0.421197 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297301.662728 Edm = 0.248518 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297301.31522 Edm = 0.291144 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297300.7476027 Edm = 0.1822 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297300.3787962 Edm = 0.125367 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297300.2335867 Edm = 0.0269855 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297300.2083099 Edm = 0.00180153 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297300.2016597 Edm = 0.00483137 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297300.0906639 Edm = 0.137245 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297300.062891 Edm = 0.0913138 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297299.942302 Edm = 0.14891 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297299.8899313 Edm = 0.123202 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297299.8774939 Edm = 0.0210869 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297299.120762 Edm = 1.44026 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297299.0215811 Edm = 0.101334 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297298.8155885 Edm = 0.542527 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297298.4645065 Edm = 0.919287 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297298.0097945 Edm = 0.806317 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297296.4978542 Edm = 1.49157 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297295.1056076 Edm = 1.12805 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297292.8839462 Edm = 0.403527 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297292.5216058 Edm = 0.0947773 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297292.4027423 Edm = 0.100548 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297292.073808 Edm = 0.142876 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297291.788296 Edm = 0.138874 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297291.6695363 Edm = 0.0265432 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297291.6277233 Edm = 0.0045678 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297291.6168139 Edm = 0.00612238 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297291.5426078 Edm = 0.0718174 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297290.64239 Edm = 0.718578 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297288.5855618 Edm = 0.731036 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297288.3945361 Edm = 0.415912 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297288.1783342 Edm = 0.0489824 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297288.1465579 Edm = 0.0109446 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297288.115296 Edm = 0.00830747 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297288.0865915 Edm = 0.00420201 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297288.0822206 Edm = 0.0015066 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297288.0809809 Edm = 0.000306405 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297288.077611 Edm = 0.00256619 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297288.0046989 Edm = 0.0429643 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297287.819559 Edm = 0.449951 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297287.4745562 Edm = 0.364896 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297287.007609 Edm = 1.22523 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297284.1708449 Edm = 1.52776 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297283.7176583 Edm = 1.25407 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297282.1364152 Edm = 0.185508 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297281.7672367 Edm = 0.0971368 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297281.5864737 Edm = 0.0681651 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297281.4897181 Edm = 0.0744046 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297281.3621968 Edm = 0.083062 NCalls = 378 -VariableMetric: Iteration # 116 - FCN = 297281.0044478 Edm = 0.23965 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297280.8011446 Edm = 0.319976 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297280.5595878 Edm = 0.150183 NCalls = 389 -VariableMetric: Iteration # 119 - FCN = 297280.4360356 Edm = 0.0132373 NCalls = 391 -VariableMetric: Iteration # 120 - FCN = 297280.4232633 Edm = 0.000700668 NCalls = 392 -VariableMetric: Iteration # 121 - FCN = 297280.4224923 Edm = 0.000380937 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297280.4211074 Edm = 0.00140163 NCalls = 397 -VariableMetric: Iteration # 123 - FCN = 297280.3939991 Edm = 0.0243771 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297280.3192124 Edm = 0.0363372 NCalls = 405 -VariableMetric: Iteration # 125 - FCN = 297280.2718915 Edm = 0.0608404 NCalls = 408 -VariableMetric: Iteration # 126 - FCN = 297280.2026351 Edm = 0.046633 NCalls = 410 -VariableMetric: Iteration # 127 - FCN = 297280.0908364 Edm = 0.054438 NCalls = 413 -VariableMetric: Iteration # 128 - FCN = 297279.9661154 Edm = 0.144012 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297279.8258257 Edm = 0.310185 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297279.6711963 Edm = 0.178999 NCalls = 422 -VariableMetric: Iteration # 131 - FCN = 297279.6488834 Edm = 0.0399327 NCalls = 424 -VariableMetric: Iteration # 132 - FCN = 297279.2348894 Edm = 0.308152 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297278.5954073 Edm = 0.989694 NCalls = 433 -VariableMetric: Iteration # 134 - FCN = 297277.5419917 Edm = 0.43479 NCalls = 436 -VariableMetric: Iteration # 135 - FCN = 297276.9017024 Edm = 1.14492 NCalls = 439 -VariableMetric: Iteration # 136 - FCN = 297276.3136624 Edm = 0.13716 NCalls = 441 -VariableMetric: Iteration # 137 - FCN = 297276.1352978 Edm = 0.0400523 NCalls = 444 -VariableMetric: Iteration # 138 - FCN = 297276.0945031 Edm = 0.00417445 NCalls = 446 -VariableMetric: Iteration # 139 - FCN = 297276.088426 Edm = 0.000741206 NCalls = 448 -VariableMetric: Iteration # 140 - FCN = 297276.0871482 Edm = 0.000280436 NCalls = 450 -VariableMetric: Iteration # 141 - FCN = 297276.0861824 Edm = 0.000684653 NCalls = 452 -VariableMetric: Iteration # 142 - FCN = 297276.0785051 Edm = 0.00615495 NCalls = 455 -VariableMetric: Iteration # 143 - FCN = 297276.0432708 Edm = 0.00486999 NCalls = 458 -VariableMetric: Iteration # 144 - FCN = 297276.0371329 Edm = 0.000215073 NCalls = 460 -VariableMetric: Iteration # 145 - FCN = 297276.0368517 Edm = 0.000116244 NCalls = 462 -VariableMetric: Iteration # 146 - FCN = 297276.0363394 Edm = 0.000412263 NCalls = 465 -VariableMetric: Iteration # 147 - FCN = 297276.0234415 Edm = 0.0111682 NCalls = 469 -VariableMetric: Iteration # 148 - FCN = 297275.2684459 Edm = 0.17732 NCalls = 474 -VariableMetric: Iteration # 149 - FCN = 297275.0582928 Edm = 0.035919 NCalls = 476 -VariableMetric: Iteration # 150 - FCN = 297275.0459812 Edm = 0.0023592 NCalls = 478 -VariableMetric: Iteration # 151 - FCN = 297275.0436396 Edm = 0.000142352 NCalls = 480 -VariableMetric: Iteration # 152 - FCN = 297275.0434494 Edm = 4.46489e-05 NCalls = 482 -VariableMetric: After Hessian - FCN = 297275.0434494 Edm = 2.04181 NCalls = 955 -VariableMetric: Iteration # 153 - FCN = 297275.0434494 Edm = 2.04181 NCalls = 955 -VariableMetric: Iteration # 154 - FCN = 297274.8338308 Edm = 2.0764 NCalls = 957 -VariableMetric: Iteration # 155 - FCN = 297274.8294462 Edm = 21599.2 NCalls = 965 -VariableMetric: Iteration # 156 - FCN = 297274.7460261 Edm = 72046.4 NCalls = 971 -VariableMetric: Iteration # 157 - FCN = 297274.6067135 Edm = 30310.8 NCalls = 977 -VariableMetric: Iteration # 158 - FCN = 297274.5670004 Edm = 9548.91 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297274.3246374 Edm = 2316.74 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297274.2106481 Edm = 1353.35 NCalls = 993 -VariableMetric: Iteration # 161 - FCN = 297274.1135282 Edm = 444.742 NCalls = 997 -VariableMetric: Iteration # 162 - FCN = 297274.0822863 Edm = 2055.5 NCalls = 1001 -VariableMetric: Iteration # 163 - FCN = 297274.0547107 Edm = 131.296 NCalls = 1005 -VariableMetric: Iteration # 164 - FCN = 297274.0456598 Edm = 109.059 NCalls = 1009 -VariableMetric: Iteration # 165 - FCN = 297274.0335876 Edm = 200.791 NCalls = 1013 -VariableMetric: Iteration # 166 - FCN = 297274.012728 Edm = 11.0779 NCalls = 1017 -VariableMetric: Iteration # 167 - FCN = 297274.0090279 Edm = 46.0417 NCalls = 1021 -VariableMetric: Iteration # 168 - FCN = 297274.0039785 Edm = 1.74322 NCalls = 1025 -VariableMetric: Iteration # 169 - FCN = 297274.0026005 Edm = 1.10563 NCalls = 1029 -VariableMetric: Iteration # 170 - FCN = 297274.0016786 Edm = 0.864605 NCalls = 1032 -VariableMetric: Iteration # 171 - FCN = 297274.0003996 Edm = 0.683898 NCalls = 1035 -VariableMetric: Iteration # 172 - FCN = 297273.9995414 Edm = 0.580232 NCalls = 1038 -VariableMetric: Iteration # 173 - FCN = 297273.9975939 Edm = 0.374959 NCalls = 1041 -VariableMetric: Iteration # 174 - FCN = 297273.9961359 Edm = 2.11869 NCalls = 1043 -VariableMetric: Iteration # 175 - FCN = 297273.9940793 Edm = 0.162125 NCalls = 1046 -VariableMetric: Iteration # 176 - FCN = 297273.9845986 Edm = 2.03844 NCalls = 1048 -VariableMetric: Iteration # 177 - FCN = 297273.8962083 Edm = 0.268442 NCalls = 1051 -VariableMetric: Iteration # 178 - FCN = 297273.8781863 Edm = 0.0285035 NCalls = 1053 -VariableMetric: Iteration # 179 - FCN = 297273.8365647 Edm = 0.0214671 NCalls = 1056 -VariableMetric: Iteration # 180 - FCN = 297273.818922 Edm = 0.00789607 NCalls = 1059 -VariableMetric: Iteration # 181 - FCN = 297273.8060684 Edm = 0.00585048 NCalls = 1061 -VariableMetric: Iteration # 182 - FCN = 297273.8001628 Edm = 0.0043294 NCalls = 1064 -VariableMetric: Iteration # 183 - FCN = 297273.7955473 Edm = 0.00432441 NCalls = 1067 -VariableMetric: Iteration # 184 - FCN = 297273.7892366 Edm = 0.00357463 NCalls = 1071 -VariableMetric: Iteration # 185 - FCN = 297273.7785087 Edm = 0.00595264 NCalls = 1073 -VariableMetric: Iteration # 186 - FCN = 297273.7641839 Edm = 0.0376034 NCalls = 1075 -VariableMetric: Iteration # 187 - FCN = 297273.7264357 Edm = 0.0224663 NCalls = 1080 -VariableMetric: Iteration # 188 - FCN = 297273.705598 Edm = 0.0459969 NCalls = 1084 -VariableMetric: Iteration # 189 - FCN = 297273.6846963 Edm = 0.0113721 NCalls = 1086 -VariableMetric: Iteration # 190 - FCN = 297273.657594 Edm = 0.00886525 NCalls = 1089 -VariableMetric: Iteration # 191 - FCN = 297273.6374105 Edm = 0.017373 NCalls = 1092 -VariableMetric: Iteration # 192 - FCN = 297273.628461 Edm = 0.00474876 NCalls = 1094 -VariableMetric: Iteration # 193 - FCN = 297273.6203466 Edm = 0.00171499 NCalls = 1097 -VariableMetric: Iteration # 194 - FCN = 297273.6183681 Edm = 0.0011121 NCalls = 1099 -VariableMetric: Iteration # 195 - FCN = 297273.6167742 Edm = 0.00080432 NCalls = 1102 -VariableMetric: Iteration # 196 - FCN = 297273.6128349 Edm = 0.00169133 NCalls = 1106 -VariableMetric: Iteration # 197 - FCN = 297273.6061131 Edm = 0.00489374 NCalls = 1109 -VariableMetric: Iteration # 198 - FCN = 297273.6004355 Edm = 0.00748017 NCalls = 1112 -VariableMetric: Iteration # 199 - FCN = 297273.5894885 Edm = 0.00296798 NCalls = 1115 -VariableMetric: Iteration # 200 - FCN = 297273.5858017 Edm = 0.00142716 NCalls = 1117 -VariableMetric: Iteration # 201 - FCN = 297273.5841355 Edm = 0.00101775 NCalls = 1119 -VariableMetric: Iteration # 202 - FCN = 297273.5831724 Edm = 0.000954065 NCalls = 1122 -VariableMetric: Iteration # 203 - FCN = 297273.5805006 Edm = 0.00067856 NCalls = 1126 -VariableMetric: Iteration # 204 - FCN = 297273.5798263 Edm = 0.000562662 NCalls = 1127 -VariableMetric: Iteration # 205 - FCN = 297273.5793552 Edm = 0.000144222 NCalls = 1130 -VariableMetric: Iteration # 206 - FCN = 297273.5790552 Edm = 0.000197773 NCalls = 1132 -VariableMetric: Iteration # 207 - FCN = 297273.5788742 Edm = 0.000101628 NCalls = 1134 -VariableMetric: Iteration # 208 - FCN = 297273.5787149 Edm = 4.02331e-05 NCalls = 1137 -VariableMetric: After Hessian - FCN = 297273.5787149 Edm = 2.65446e-05 NCalls = 1614 -VariableMetric: Iteration # 209 - FCN = 297273.5787149 Edm = 2.65446e-05 NCalls = 1614 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329967.383288 Edm = 121.415 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329967.383288 Edm = 121.415 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300815.2739229 Edm = 10.6493 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300447.4828296 Edm = 155.091 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300435.1327687 Edm = 3.13561 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298888.7748826 Edm = 24.6221 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298848.816879 Edm = 5.13186 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298846.6780636 Edm = 1.48778 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298786.8195539 Edm = 63.0936 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298545.6987995 Edm = 95.3265 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298287.5807532 Edm = 105.574 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297953.5256548 Edm = 107.581 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297823.3115291 Edm = 66.5341 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297796.4843321 Edm = 0.51312 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297794.7953254 Edm = 0.996035 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297745.3297954 Edm = 9.12372 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297734.5183054 Edm = 0.108786 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297734.1628153 Edm = 0.193445 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297727.3483206 Edm = 8.01569 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297717.4545961 Edm = 7.52894 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297601.5263586 Edm = 51.5575 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297510.468874 Edm = 41.7437 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297488.7935597 Edm = 10.1028 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297470.2431845 Edm = 1.74381 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297467.8877134 Edm = 0.95441 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297460.0020934 Edm = 5.89852 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297452.752058 Edm = 1.02004 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297451.9191918 Edm = 0.155364 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297451.7619852 Edm = 0.0304117 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297451.6833699 Edm = 0.040555 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297451.2758332 Edm = 0.268867 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297447.7736393 Edm = 2.97839 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297441.4206097 Edm = 4.34466 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297383.6199361 Edm = 21.2576 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297361.6670721 Edm = 12.5886 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297353.4828923 Edm = 3.61731 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297351.3992616 Edm = 0.235429 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297351.1362535 Edm = 0.0122762 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297351.1124658 Edm = 0.0126489 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297349.7612691 Edm = 1.55895 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297349.6681256 Edm = 0.0882927 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297343.6522313 Edm = 5.46918 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297249.8448147 Edm = 8.19595 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297242.5633914 Edm = 0.448482 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297242.1190419 Edm = 0.0687344 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297242.0493586 Edm = 0.00357336 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297242.0381588 Edm = 0.00567611 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297241.9321772 Edm = 0.0797759 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297235.2530646 Edm = 6.12759 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297209.5401502 Edm = 7.2066 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297200.5679604 Edm = 1.24482 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297199.4740537 Edm = 0.0549424 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297199.4257696 Edm = 0.0129834 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297199.3568883 Edm = 0.0619001 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297193.8725018 Edm = 5.65645 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297175.5708873 Edm = 2.73385 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297172.503065 Edm = 0.581181 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297171.9098418 Edm = 0.0112377 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297171.8973028 Edm = 0.00316013 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297171.8797011 Edm = 0.0159086 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297171.7794401 Edm = 0.0744041 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297171.1457056 Edm = 0.63881 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297165.8178125 Edm = 3.54621 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297150.1930196 Edm = 0.834224 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297149.3548801 Edm = 0.060748 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297149.2517343 Edm = 0.0124329 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297149.2387363 Edm = 0.00125154 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297149.2375744 Edm = 0.000178915 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297149.2371443 Edm = 0.000245726 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297149.2345208 Edm = 0.00230668 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297149.1434732 Edm = 0.0867511 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297147.6901238 Edm = 0.109307 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297147.5690998 Edm = 0.00387936 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297147.5655726 Edm = 0.000313597 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297147.5651608 Edm = 6.32102e-05 NCalls = 235 -VariableMetric: After Hessian - FCN = 297147.5651608 Edm = 4.31831 NCalls = 708 -VariableMetric: Iteration # 74 - FCN = 297147.5651608 Edm = 4.31831 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297144.8810851 Edm = 6.97621 NCalls = 710 -VariableMetric: Iteration # 76 - FCN = 297143.0813583 Edm = 1.50941 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297142.2787371 Edm = 0.80575 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297141.9796979 Edm = 0.307534 NCalls = 717 -VariableMetric: Iteration # 79 - FCN = 297141.8168309 Edm = 0.207591 NCalls = 718 -VariableMetric: Iteration # 80 - FCN = 297141.6527817 Edm = 0.129139 NCalls = 721 -VariableMetric: Iteration # 81 - FCN = 297138.9228931 Edm = 34.7646 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297138.9101662 Edm = 0.055142 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297138.7366944 Edm = 1.09305 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297138.5429109 Edm = 0.979195 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297138.1467395 Edm = 0.946412 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297135.5202285 Edm = 3.59581 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297135.3884513 Edm = 0.254334 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297134.9023315 Edm = 0.674256 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297133.9427342 Edm = 0.885463 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297128.3628955 Edm = 2.27919 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297125.8486026 Edm = 1.90023 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297125.025557 Edm = 1.45816 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297124.1271086 Edm = 0.711477 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297123.3992411 Edm = 0.466768 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297123.0242031 Edm = 0.546745 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297122.8124363 Edm = 0.379721 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297122.2874072 Edm = 0.280616 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297121.8068688 Edm = 0.560728 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297121.1991319 Edm = 0.733961 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297120.3321582 Edm = 0.533907 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297120.0529938 Edm = 0.625011 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297119.6461743 Edm = 0.145006 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297119.3989823 Edm = 0.153024 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297119.2651744 Edm = 0.0782339 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297119.1532898 Edm = 0.047912 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297119.0688238 Edm = 0.0568013 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297118.9497167 Edm = 0.13825 NCalls = 798 -VariableMetric: Iteration # 108 - FCN = 297118.7897804 Edm = 0.0997604 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297118.6820367 Edm = 0.0137761 NCalls = 804 -VariableMetric: Iteration # 110 - FCN = 297118.6652026 Edm = 0.0144551 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297118.6573694 Edm = 0.00381628 NCalls = 808 -VariableMetric: Iteration # 112 - FCN = 297118.6515293 Edm = 0.000452513 NCalls = 810 -VariableMetric: Iteration # 113 - FCN = 297118.6508966 Edm = 2.64106e-05 NCalls = 812 -VariableMetric: After Hessian - FCN = 297118.6508966 Edm = 3.0914e-05 NCalls = 1293 -VariableMetric: Iteration # 114 - FCN = 297118.6508966 Edm = 3.0914e-05 NCalls = 1293 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302251.4266138 Edm = 8.28736 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302251.4266138 Edm = 8.28736 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299158.6003044 Edm = 0.525456 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299157.376152 Edm = 0.445643 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299079.0483091 Edm = 128.358 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299077.6006359 Edm = 1.00813 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298381.5825024 Edm = 40.683 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298189.322434 Edm = 6.13105 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298171.5380081 Edm = 5.05068 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298163.8776055 Edm = 1.00686 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297980.6635404 Edm = 253.65 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297824.1438643 Edm = 96.8167 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297679.2961178 Edm = 67.7334 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297573.8460339 Edm = 6.61431 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297567.5882235 Edm = 0.154977 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297567.4533189 Edm = 0.0347258 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297567.3496983 Edm = 0.132639 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297559.645639 Edm = 6.707 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297490.8840632 Edm = 11.0404 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297478.162351 Edm = 4.64819 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297468.6789289 Edm = 1.14741 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297466.9517768 Edm = 0.115499 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297466.8432722 Edm = 0.0140239 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297466.1589183 Edm = 0.747769 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297465.7457325 Edm = 0.389038 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297465.3173577 Edm = 0.36717 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297385.8686483 Edm = 32.8985 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297375.9505835 Edm = 19.4113 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297349.2199463 Edm = 6.90156 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297340.936439 Edm = 6.11944 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297331.1234975 Edm = 0.153797 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297330.9555711 Edm = 0.00394805 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297330.9429253 Edm = 0.00855624 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297330.8321872 Edm = 0.0988603 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297325.7190651 Edm = 4.09552 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297299.5994175 Edm = 19.0498 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297291.6004446 Edm = 14.7564 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297279.0313915 Edm = 8.92583 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297263.4396639 Edm = 5.99116 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297257.786951 Edm = 2.1403 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297256.8223434 Edm = 1.64418 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297254.5242572 Edm = 0.881951 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297253.3682206 Edm = 0.896459 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297252.6722289 Edm = 0.13839 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297252.4792705 Edm = 0.0304519 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297252.4525779 Edm = 0.0055557 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297252.4368983 Edm = 0.00883694 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297252.1842584 Edm = 0.351303 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297252.0952549 Edm = 0.0800727 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297251.2117063 Edm = 0.68833 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297237.2230122 Edm = 7.20651 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297225.5215698 Edm = 7.28226 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297218.7183445 Edm = 1.04609 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297216.4458267 Edm = 0.331866 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297216.01665 Edm = 0.0493967 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297215.9720655 Edm = 0.0120508 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297215.8790744 Edm = 0.0271021 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297215.8392529 Edm = 0.00315587 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297215.8265374 Edm = 0.0080376 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297215.7924029 Edm = 0.0228924 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297215.6026074 Edm = 0.170298 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297213.9450845 Edm = 1.25549 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297200.3988866 Edm = 5.99994 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297192.9255077 Edm = 1.61619 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297192.093134 Edm = 1.27473 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297191.4545594 Edm = 0.220889 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297191.2772253 Edm = 0.0259383 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297191.2426181 Edm = 0.00111729 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297191.2400674 Edm = 0.00113727 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297191.2112487 Edm = 0.0249903 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297187.2336032 Edm = 3.70031 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297173.9733874 Edm = 1.89243 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297172.1130157 Edm = 0.340237 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297171.6738207 Edm = 0.134348 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297171.2540699 Edm = 0.321515 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297170.9091192 Edm = 0.225494 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297170.6821083 Edm = 0.0685927 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297170.5855548 Edm = 0.0227897 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297170.5469061 Edm = 0.0252189 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297170.5274481 Edm = 0.00271097 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297170.5198405 Edm = 0.00450339 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297170.4588722 Edm = 0.0490672 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297168.7896087 Edm = 1.74779 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297167.7878715 Edm = 1.40298 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297165.5391499 Edm = 2.29345 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297163.4361182 Edm = 0.85705 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297161.7656278 Edm = 0.574929 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297157.9902715 Edm = 2.55221 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297156.8956647 Edm = 3.08221 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297155.3801521 Edm = 1.50711 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297154.2541606 Edm = 0.453893 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297153.1848236 Edm = 0.24449 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297152.8403102 Edm = 0.1666 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297152.6271219 Edm = 0.0911849 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297152.502475 Edm = 0.0294061 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297152.4716327 Edm = 0.00834053 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297152.4581504 Edm = 0.00299675 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297152.4552493 Edm = 0.000680392 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297152.4542301 Edm = 0.000425606 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297152.4504871 Edm = 0.00369291 NCalls = 301 -VariableMetric: Iteration # 99 - FCN = 297152.3973484 Edm = 0.0515805 NCalls = 306 -VariableMetric: Iteration # 100 - FCN = 297152.3947691 Edm = 0.00192464 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297152.2697721 Edm = 0.110053 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297151.548566 Edm = 0.625158 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297150.9491981 Edm = 0.387196 NCalls = 322 -VariableMetric: Iteration # 104 - FCN = 297150.1371617 Edm = 0.122502 NCalls = 325 -VariableMetric: Iteration # 105 - FCN = 297150.0295171 Edm = 0.05105 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297150.0034827 Edm = 0.00185042 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297149.9995316 Edm = 0.00120826 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297149.9972208 Edm = 0.000170687 NCalls = 333 -VariableMetric: Iteration # 109 - FCN = 297149.9968014 Edm = 0.000199161 NCalls = 335 -VariableMetric: Iteration # 110 - FCN = 297149.9909982 Edm = 0.00570105 NCalls = 339 -VariableMetric: Iteration # 111 - FCN = 297149.894763 Edm = 0.0844325 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297148.4781368 Edm = 0.112538 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297148.3855941 Edm = 0.0137934 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297148.3756645 Edm = 0.00127164 NCalls = 354 -VariableMetric: Iteration # 115 - FCN = 297148.3743315 Edm = 0.000155566 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297148.3741054 Edm = 4.59359e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297148.3741054 Edm = 2.29238 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297148.3741054 Edm = 2.29238 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297148.2671468 Edm = 1.47378 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297147.6200731 Edm = 4.35546 NCalls = 836 -VariableMetric: Iteration # 120 - FCN = 297146.0316079 Edm = 0.225851 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297145.588903 Edm = 0.0568236 NCalls = 841 -VariableMetric: Iteration # 122 - FCN = 297145.4455071 Edm = 0.0369739 NCalls = 843 -VariableMetric: Iteration # 123 - FCN = 297145.3800908 Edm = 0.0274046 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297145.3235596 Edm = 0.0438438 NCalls = 848 -VariableMetric: Iteration # 125 - FCN = 297145.2581441 Edm = 0.0176292 NCalls = 851 -VariableMetric: Iteration # 126 - FCN = 297145.2182427 Edm = 0.0117341 NCalls = 853 -VariableMetric: Iteration # 127 - FCN = 297145.1932543 Edm = 0.023978 NCalls = 856 -VariableMetric: Iteration # 128 - FCN = 297145.1677143 Edm = 0.0108686 NCalls = 858 -VariableMetric: Iteration # 129 - FCN = 297145.1523037 Edm = 0.00355203 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297145.1478287 Edm = 0.00158917 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297145.1426698 Edm = 0.00231027 NCalls = 865 -VariableMetric: Iteration # 132 - FCN = 297145.1326789 Edm = 0.00348656 NCalls = 868 -VariableMetric: Iteration # 133 - FCN = 297145.1187077 Edm = 0.00768671 NCalls = 870 -VariableMetric: Iteration # 134 - FCN = 297145.1082145 Edm = 0.00560945 NCalls = 873 -VariableMetric: Iteration # 135 - FCN = 297145.1030922 Edm = 0.00828559 NCalls = 876 -VariableMetric: Iteration # 136 - FCN = 297145.0960352 Edm = 0.00670615 NCalls = 878 -VariableMetric: Iteration # 137 - FCN = 297145.0761959 Edm = 0.00942064 NCalls = 882 -VariableMetric: Iteration # 138 - FCN = 297145.0541212 Edm = 0.017876 NCalls = 884 -VariableMetric: Iteration # 139 - FCN = 297145.035106 Edm = 0.0196167 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297145.013379 Edm = 0.012732 NCalls = 891 -VariableMetric: Iteration # 141 - FCN = 297145.0024041 Edm = 0.00668165 NCalls = 894 -VariableMetric: Iteration # 142 - FCN = 297144.9916433 Edm = 0.00191173 NCalls = 896 -VariableMetric: Iteration # 143 - FCN = 297144.9889327 Edm = 0.00317235 NCalls = 899 -VariableMetric: Iteration # 144 - FCN = 297144.9865618 Edm = 0.00230253 NCalls = 901 -VariableMetric: Iteration # 145 - FCN = 297144.9832161 Edm = 0.00155095 NCalls = 904 -VariableMetric: Iteration # 146 - FCN = 297144.9800149 Edm = 0.000821187 NCalls = 906 -VariableMetric: Iteration # 147 - FCN = 297144.9785765 Edm = 0.00217226 NCalls = 909 -VariableMetric: Iteration # 148 - FCN = 297144.9767402 Edm = 0.00129777 NCalls = 911 -VariableMetric: Iteration # 149 - FCN = 297144.9724645 Edm = 0.00336453 NCalls = 915 -VariableMetric: Iteration # 150 - FCN = 297144.9713091 Edm = 0.00190166 NCalls = 918 -VariableMetric: Iteration # 151 - FCN = 297144.9672022 Edm = 0.00443944 NCalls = 922 -VariableMetric: Iteration # 152 - FCN = 297144.9537675 Edm = 0.00609469 NCalls = 927 -VariableMetric: Iteration # 153 - FCN = 297144.9481274 Edm = 0.00305199 NCalls = 928 -VariableMetric: Iteration # 154 - FCN = 297144.9453108 Edm = 0.00088789 NCalls = 930 -VariableMetric: Iteration # 155 - FCN = 297144.944499 Edm = 0.00106825 NCalls = 933 -VariableMetric: Iteration # 156 - FCN = 297144.9440698 Edm = 0.000365951 NCalls = 935 -VariableMetric: Iteration # 157 - FCN = 297144.9437662 Edm = 8.29165e-05 NCalls = 937 -VariableMetric: Iteration # 158 - FCN = 297144.9436184 Edm = 4.87024e-05 NCalls = 939 -VariableMetric: After Hessian - FCN = 297144.9436184 Edm = 0.0126662 NCalls = 1426 -VariableMetric: Iteration # 159 - FCN = 297144.9436184 Edm = 0.0126662 NCalls = 1426 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307423.7781918 Edm = 21.3712 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307423.7781918 Edm = 21.3712 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304173.4710612 Edm = 7.19897 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304158.6455277 Edm = 6.39283 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304071.4810767 Edm = 83.8993 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301095.0403494 Edm = 410.926 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 299410.4997122 Edm = 2206.34 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298843.3239445 Edm = 26.495 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298668.5258996 Edm = 162.046 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298497.6399969 Edm = 64.2842 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298451.0244311 Edm = 2.09188 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298448.2642176 Edm = 1.08181 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298252.1891545 Edm = 90.262 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298112.3996573 Edm = 4.00695 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298108.9241471 Edm = 0.297805 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298108.5898583 Edm = 0.064688 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 298095.7422803 Edm = 15.3716 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 298095.3679027 Edm = 0.328288 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 298025.2640991 Edm = 1.47747 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 298019.3066024 Edm = 3.78503 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 298017.0412405 Edm = 0.803816 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 298015.0035629 Edm = 0.0637768 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 298014.8485688 Edm = 0.0937309 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 298013.8184473 Edm = 0.950997 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297928.3284476 Edm = 82.4938 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297716.7790351 Edm = 99.2858 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297634.4976236 Edm = 13.7649 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297620.0203131 Edm = 4.83332 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297612.5051316 Edm = 0.92441 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297611.5492891 Edm = 0.28227 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297611.1258326 Edm = 0.0398857 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297611.016837 Edm = 0.0162335 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297610.9930538 Edm = 0.0099833 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297610.9490984 Edm = 0.038362 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297603.1731616 Edm = 1.76752 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297594.842956 Edm = 22.1146 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297545.4887008 Edm = 6.01771 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297537.3759707 Edm = 1.40623 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297536.3887685 Edm = 0.827952 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297535.7639804 Edm = 0.0405973 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297535.7136745 Edm = 0.00991954 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297535.6235736 Edm = 0.130675 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297535.3333064 Edm = 0.465609 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297535.3166288 Edm = 0.0416815 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297534.6599572 Edm = 0.283452 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297534.1132555 Edm = 0.21773 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297533.9984876 Edm = 0.0240422 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297533.9596801 Edm = 0.0125667 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297533.059777 Edm = 0.781223 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297478.7505923 Edm = 18.8375 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297437.7569113 Edm = 17.4594 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297428.1987847 Edm = 4.81888 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297425.2014158 Edm = 0.290876 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297424.8350675 Edm = 0.0886648 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297424.7513341 Edm = 0.0440294 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297424.6584789 Edm = 0.0201197 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297424.5274296 Edm = 0.107934 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297424.511531 Edm = 0.050103 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297424.4758182 Edm = 0.0522534 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297424.3263308 Edm = 0.219507 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297424.2629769 Edm = 0.112854 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297423.9994858 Edm = 0.139094 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297423.673997 Edm = 0.0593491 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297423.5895363 Edm = 0.00805588 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297423.5788747 Edm = 0.00493116 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297423.568012 Edm = 0.00640518 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297423.5128635 Edm = 0.0552395 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297420.2224738 Edm = 2.78243 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297404.1631212 Edm = 6.37809 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297402.9402328 Edm = 3.38548 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297401.704941 Edm = 0.431781 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297401.4785477 Edm = 0.0502758 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297401.3993443 Edm = 0.01108 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297401.3813136 Edm = 0.00762077 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297401.3674289 Edm = 0.00936431 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297401.1758152 Edm = 0.147223 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297399.3621116 Edm = 1.68029 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297398.6176284 Edm = 2.08845 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297397.058829 Edm = 2.8046 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297393.8014517 Edm = 3.19388 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297391.424522 Edm = 1.02213 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297390.480547 Edm = 0.285256 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297390.2603631 Edm = 0.0244168 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297390.1415826 Edm = 0.104682 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297389.8359411 Edm = 0.236296 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297389.6398554 Edm = 0.23209 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297389.3996266 Edm = 0.0285763 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297389.366965 Edm = 0.000301812 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297389.3661016 Edm = 0.000422176 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297389.356817 Edm = 0.00739451 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297388.5815302 Edm = 0.567619 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297386.2793565 Edm = 0.104098 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297386.1831241 Edm = 0.00154045 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297386.1816876 Edm = 6.60364e-05 NCalls = 304 -VariableMetric: After Hessian - FCN = 297386.1816876 Edm = 31.7404 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 297386.1816876 Edm = 31.7404 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297379.6637678 Edm = 40.8911 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297376.6051282 Edm = 105.719 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297374.7074648 Edm = 0.409573 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297373.7743472 Edm = 0.117179 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297373.562349 Edm = 0.122412 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297372.9275587 Edm = 0.263957 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297372.6642423 Edm = 0.360789 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297372.1720301 Edm = 0.303995 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297371.8817753 Edm = 0.233613 NCalls = 806 -VariableMetric: Iteration # 103 - FCN = 297371.4370647 Edm = 0.536871 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297367.7940808 Edm = 2.69847 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297367.4791764 Edm = 1.2772 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297365.450186 Edm = 2.3297 NCalls = 826 -VariableMetric: Iteration # 107 - FCN = 297364.3673125 Edm = 2.52819 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297362.7544099 Edm = 0.879105 NCalls = 834 -VariableMetric: Iteration # 109 - FCN = 297361.4561651 Edm = 0.442467 NCalls = 837 -VariableMetric: Iteration # 110 - FCN = 297360.9995423 Edm = 0.120446 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297360.7678625 Edm = 0.0492356 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297360.6703156 Edm = 0.0449775 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297360.5983478 Edm = 0.014795 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297360.5653536 Edm = 0.00933825 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297360.5506658 Edm = 0.0064474 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297360.5388216 Edm = 0.00408874 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297360.5309334 Edm = 0.00262684 NCalls = 853 -VariableMetric: Iteration # 118 - FCN = 297360.5259623 Edm = 0.00103494 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297360.5228346 Edm = 0.00102218 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297360.5187389 Edm = 0.00228331 NCalls = 859 -VariableMetric: Iteration # 121 - FCN = 297360.513471 Edm = 0.000855808 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297360.510472 Edm = 0.00139279 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297360.5012166 Edm = 0.00292742 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297360.494822 Edm = 0.000992522 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297360.4937659 Edm = 0.000275863 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297360.492884 Edm = 0.00030593 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297360.4917659 Edm = 0.000422743 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297360.4902462 Edm = 0.000294937 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297360.489579 Edm = 0.000193698 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297360.4889169 Edm = 0.000205268 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297360.4883982 Edm = 0.00011398 NCalls = 882 -VariableMetric: Iteration # 132 - FCN = 297360.4880379 Edm = 0.000107359 NCalls = 884 -VariableMetric: Iteration # 133 - FCN = 297360.4877513 Edm = 4.06029e-05 NCalls = 886 -VariableMetric: After Hessian - FCN = 297360.4877513 Edm = 0.000322031 NCalls = 1367 -VariableMetric: Iteration # 134 - FCN = 297360.4877513 Edm = 0.000322031 NCalls = 1367 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303721.9132188 Edm = 37.0004 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303721.9132188 Edm = 37.0004 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300428.0783986 Edm = 3.69114 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300415.087206 Edm = 3.69149 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300408.6199292 Edm = 4.96951 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298546.8403632 Edm = 81.6889 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298375.5541248 Edm = 162.927 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298093.41105 Edm = 80.6645 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298006.6869201 Edm = 3.7877 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298003.2868915 Edm = 0.646964 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297866.9178446 Edm = 66.123 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297709.0141891 Edm = 1.33412 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297707.300293 Edm = 0.119281 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297706.7788796 Edm = 0.281396 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297687.8202662 Edm = 15.7443 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297451.6199935 Edm = 44.8384 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297366.3227131 Edm = 24.1298 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297334.2394992 Edm = 11.8469 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297324.4765628 Edm = 0.562397 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297323.8791316 Edm = 0.0271006 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297323.8266157 Edm = 0.0243524 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297317.0705234 Edm = 6.26889 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297214.1281158 Edm = 8.85605 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297208.1479574 Edm = 0.792655 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297207.4972977 Edm = 0.246543 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297207.3079991 Edm = 0.0104058 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297207.2936891 Edm = 0.00235982 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297207.0346551 Edm = 0.246642 NCalls = 84 -VariableMetric: Iteration # 27 - FCN = 297197.3340659 Edm = 2.47097 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297193.6250637 Edm = 0.0361317 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297193.5768815 Edm = 0.00862813 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297192.705538 Edm = 0.784883 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297166.2757435 Edm = 1.85069 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297164.5603742 Edm = 0.0941977 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297164.4742058 Edm = 0.0023507 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297164.4701433 Edm = 0.0018367 NCalls = 106 -VariableMetric: Iteration # 35 - FCN = 297164.426347 Edm = 0.0410692 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297160.5767047 Edm = 3.424 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297143.4954723 Edm = 3.34667 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297140.1442342 Edm = 0.627381 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297139.6060295 Edm = 0.133213 NCalls = 121 -VariableMetric: Iteration # 40 - FCN = 297139.4825598 Edm = 0.0064933 NCalls = 123 -VariableMetric: Iteration # 41 - FCN = 297139.4761955 Edm = 0.000466298 NCalls = 124 -VariableMetric: Iteration # 42 - FCN = 297139.4733391 Edm = 0.00258393 NCalls = 127 -VariableMetric: Iteration # 43 - FCN = 297139.0989728 Edm = 0.34026 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297139.0970637 Edm = 0.000473901 NCalls = 136 -VariableMetric: Iteration # 45 - FCN = 297139.0397853 Edm = 0.0675685 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297138.5466906 Edm = 0.229669 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297138.4814484 Edm = 0.00132134 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297138.4796599 Edm = 0.000491206 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297138.4628062 Edm = 0.0157666 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297132.2031007 Edm = 4.1049 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297127.5521175 Edm = 5.72455 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297123.9103405 Edm = 1.23595 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297122.7424528 Edm = 0.415072 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297122.3563774 Edm = 0.203772 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297122.1538393 Edm = 0.0472943 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297122.112388 Edm = 0.0121245 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297122.1016017 Edm = 0.00105657 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297122.0997836 Edm = 0.000801852 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297122.0947974 Edm = 0.00366571 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297121.9553179 Edm = 0.117101 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297119.0070767 Edm = 1.97067 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297116.9310804 Edm = 0.451984 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297116.4314445 Edm = 0.0439442 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297116.3816502 Edm = 0.0037637 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297116.3785119 Edm = 0.000415764 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297116.3745011 Edm = 0.00360084 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297116.2765861 Edm = 0.103429 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297113.8282879 Edm = 1.24253 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297110.9636256 Edm = 1.27939 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297110.2094003 Edm = 0.275331 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297109.507251 Edm = 0.123899 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297109.359677 Edm = 0.0396921 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297109.3202133 Edm = 0.00866172 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297109.3027905 Edm = 0.00208358 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297109.2994947 Edm = 0.000318075 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297109.2983593 Edm = 0.000632483 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297109.2759052 Edm = 0.0207273 NCalls = 239 -VariableMetric: Iteration # 78 - FCN = 297108.7979632 Edm = 0.68372 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297107.4468498 Edm = 1.44631 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297106.5527953 Edm = 0.669711 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297104.6384548 Edm = 3.31817 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297103.59722 Edm = 0.354025 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297103.072053 Edm = 0.14075 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297102.8355288 Edm = 0.0299568 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297102.8088252 Edm = 0.00979781 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297102.7788935 Edm = 0.0289284 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297102.6322825 Edm = 0.0822495 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297102.4589587 Edm = 0.152329 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297102.3779245 Edm = 0.0928782 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297102.3227413 Edm = 0.0587514 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297102.2812808 Edm = 0.0124768 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297102.2559981 Edm = 0.00983448 NCalls = 286 -VariableMetric: Iteration # 93 - FCN = 297102.2313364 Edm = 0.00385901 NCalls = 288 -VariableMetric: Iteration # 94 - FCN = 297102.2251544 Edm = 0.00250746 NCalls = 290 -VariableMetric: Iteration # 95 - FCN = 297102.2224007 Edm = 0.00184028 NCalls = 293 -VariableMetric: Iteration # 96 - FCN = 297102.2186518 Edm = 0.00184432 NCalls = 295 -VariableMetric: Iteration # 97 - FCN = 297102.1989275 Edm = 0.0167364 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297101.7596222 Edm = 0.559749 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297097.4907921 Edm = 6.33053 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297097.3850396 Edm = 0.334766 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297097.0904245 Edm = 0.511904 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297095.1281423 Edm = 3.58949 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297095.0117714 Edm = 0.170927 NCalls = 328 -VariableMetric: Iteration # 104 - FCN = 297094.6336792 Edm = 0.595613 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297094.3739254 Edm = 0.233106 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297093.9476865 Edm = 0.349396 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297083.0268032 Edm = 6.05102 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297075.9355739 Edm = 1.89242 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297074.4801948 Edm = 1.45945 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297073.3146134 Edm = 0.460992 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297072.6519708 Edm = 0.196248 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297072.3011539 Edm = 0.124777 NCalls = 355 -VariableMetric: Iteration # 113 - FCN = 297072.1872692 Edm = 0.10028 NCalls = 358 -VariableMetric: Iteration # 114 - FCN = 297072.113026 Edm = 0.00819531 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297072.1048409 Edm = 0.00225275 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297072.1025977 Edm = 0.00042309 NCalls = 363 -VariableMetric: Iteration # 117 - FCN = 297072.101252 Edm = 0.000476226 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297072.100042 Edm = 0.000679077 NCalls = 367 -VariableMetric: Iteration # 119 - FCN = 297072.096607 Edm = 0.00194537 NCalls = 369 -VariableMetric: Iteration # 120 - FCN = 297072.0827054 Edm = 0.0095994 NCalls = 372 -VariableMetric: Iteration # 121 - FCN = 297071.8748811 Edm = 0.156049 NCalls = 376 -VariableMetric: Iteration # 122 - FCN = 297070.1199142 Edm = 0.836931 NCalls = 379 -VariableMetric: Iteration # 123 - FCN = 297069.2022056 Edm = 0.38528 NCalls = 382 -VariableMetric: Iteration # 124 - FCN = 297068.7675142 Edm = 0.053727 NCalls = 385 -VariableMetric: Iteration # 125 - FCN = 297068.7169613 Edm = 0.00634493 NCalls = 386 -VariableMetric: Iteration # 126 - FCN = 297068.7115087 Edm = 0.00146537 NCalls = 388 -VariableMetric: Iteration # 127 - FCN = 297068.7096749 Edm = 0.000248417 NCalls = 390 -VariableMetric: Iteration # 128 - FCN = 297068.7093399 Edm = 7.82176e-05 NCalls = 392 -VariableMetric: Iteration # 129 - FCN = 297068.7068847 Edm = 0.00245413 NCalls = 396 -VariableMetric: Iteration # 130 - FCN = 297068.5701692 Edm = 0.012994 NCalls = 403 -VariableMetric: Iteration # 131 - FCN = 297067.5966634 Edm = 0.392969 NCalls = 405 -VariableMetric: Iteration # 132 - FCN = 297066.752226 Edm = 0.115822 NCalls = 408 -VariableMetric: Iteration # 133 - FCN = 297066.6335689 Edm = 0.0105168 NCalls = 409 -VariableMetric: Iteration # 134 - FCN = 297066.622641 Edm = 0.000797007 NCalls = 411 -VariableMetric: Iteration # 135 - FCN = 297066.6215537 Edm = 0.000133356 NCalls = 413 -VariableMetric: Iteration # 136 - FCN = 297066.6213545 Edm = 3.63536e-05 NCalls = 415 -VariableMetric: After Hessian - FCN = 297066.6213545 Edm = 1.2853 NCalls = 896 -VariableMetric: Iteration # 137 - FCN = 297066.6213545 Edm = 1.2853 NCalls = 896 -VariableMetric: Iteration # 138 - FCN = 297066.4403074 Edm = 1.17511 NCalls = 898 -VariableMetric: Iteration # 139 - FCN = 297066.3688267 Edm = 16.8335 NCalls = 900 -VariableMetric: Iteration # 140 - FCN = 297065.9843306 Edm = 0.839196 NCalls = 902 -VariableMetric: Iteration # 141 - FCN = 297065.8368913 Edm = 0.680026 NCalls = 904 -VariableMetric: Iteration # 142 - FCN = 297065.4902916 Edm = 0.10021 NCalls = 906 -VariableMetric: Iteration # 143 - FCN = 297065.4125387 Edm = 0.0329713 NCalls = 908 -VariableMetric: Iteration # 144 - FCN = 297065.4019006 Edm = 0.00590839 NCalls = 910 -VariableMetric: Iteration # 145 - FCN = 297065.3927164 Edm = 0.00463624 NCalls = 912 -VariableMetric: Iteration # 146 - FCN = 297065.3854952 Edm = 0.00773948 NCalls = 914 -VariableMetric: Iteration # 147 - FCN = 297065.3743928 Edm = 0.00697661 NCalls = 917 -VariableMetric: Iteration # 148 - FCN = 297065.3634753 Edm = 0.0149599 NCalls = 919 -VariableMetric: Iteration # 149 - FCN = 297065.3583825 Edm = 0.00676976 NCalls = 922 -VariableMetric: Iteration # 150 - FCN = 297065.3507893 Edm = 0.0129284 NCalls = 926 -VariableMetric: Iteration # 151 - FCN = 297065.3472165 Edm = 0.0041842 NCalls = 929 -VariableMetric: Iteration # 152 - FCN = 297065.3413719 Edm = 0.00421748 NCalls = 932 -VariableMetric: Iteration # 153 - FCN = 297065.339371 Edm = 0.00313363 NCalls = 934 -VariableMetric: Iteration # 154 - FCN = 297065.3368036 Edm = 0.00243287 NCalls = 937 -VariableMetric: Iteration # 155 - FCN = 297065.3319139 Edm = 0.00286891 NCalls = 941 -VariableMetric: Iteration # 156 - FCN = 297065.3239059 Edm = 0.00966712 NCalls = 945 -VariableMetric: Iteration # 157 - FCN = 297065.3189637 Edm = 0.00873883 NCalls = 947 -VariableMetric: Iteration # 158 - FCN = 297065.3135945 Edm = 0.00434644 NCalls = 950 -VariableMetric: Iteration # 159 - FCN = 297065.3108914 Edm = 0.00275585 NCalls = 953 -VariableMetric: Iteration # 160 - FCN = 297065.3068714 Edm = 0.00216443 NCalls = 955 -VariableMetric: Iteration # 161 - FCN = 297065.3040799 Edm = 0.00270069 NCalls = 957 -VariableMetric: Iteration # 162 - FCN = 297065.3008681 Edm = 0.00107381 NCalls = 962 -VariableMetric: Iteration # 163 - FCN = 297065.2986077 Edm = 0.00239122 NCalls = 965 -VariableMetric: Iteration # 164 - FCN = 297065.2968492 Edm = 0.0024083 NCalls = 967 -VariableMetric: Iteration # 165 - FCN = 297065.2928177 Edm = 0.00108367 NCalls = 970 -VariableMetric: Iteration # 166 - FCN = 297065.2908585 Edm = 0.00345937 NCalls = 972 -VariableMetric: Iteration # 167 - FCN = 297065.287923 Edm = 0.00155766 NCalls = 974 -VariableMetric: Iteration # 168 - FCN = 297065.2847095 Edm = 0.00261996 NCalls = 979 -VariableMetric: Iteration # 169 - FCN = 297065.2784232 Edm = 0.00557918 NCalls = 982 -VariableMetric: Iteration # 170 - FCN = 297065.2750736 Edm = 0.00466928 NCalls = 985 -VariableMetric: Iteration # 171 - FCN = 297065.2727831 Edm = 0.00357018 NCalls = 988 -VariableMetric: Iteration # 172 - FCN = 297065.2669969 Edm = 0.00205231 NCalls = 991 -VariableMetric: Iteration # 173 - FCN = 297065.2657333 Edm = 0.0011088 NCalls = 993 -VariableMetric: Iteration # 174 - FCN = 297065.2642786 Edm = 0.00079543 NCalls = 996 -VariableMetric: Iteration # 175 - FCN = 297065.2627443 Edm = 0.000672777 NCalls = 998 -VariableMetric: Iteration # 176 - FCN = 297065.261762 Edm = 0.000597956 NCalls = 1001 -VariableMetric: Iteration # 177 - FCN = 297065.2608487 Edm = 0.000455263 NCalls = 1004 -VariableMetric: Iteration # 178 - FCN = 297065.2601179 Edm = 0.000318555 NCalls = 1006 -VariableMetric: Iteration # 179 - FCN = 297065.2598208 Edm = 0.000386914 NCalls = 1009 -VariableMetric: Iteration # 180 - FCN = 297065.2592008 Edm = 0.000308432 NCalls = 1011 -VariableMetric: Iteration # 181 - FCN = 297065.2580747 Edm = 0.000618919 NCalls = 1013 -VariableMetric: Iteration # 182 - FCN = 297065.2576241 Edm = 0.000632054 NCalls = 1015 -VariableMetric: Iteration # 183 - FCN = 297065.2567948 Edm = 0.000309973 NCalls = 1018 -VariableMetric: Iteration # 184 - FCN = 297065.2558038 Edm = 0.000463778 NCalls = 1020 -VariableMetric: Iteration # 185 - FCN = 297065.2548067 Edm = 0.00109062 NCalls = 1023 -VariableMetric: Iteration # 186 - FCN = 297065.2530214 Edm = 0.00059757 NCalls = 1026 -VariableMetric: Iteration # 187 - FCN = 297065.2523819 Edm = 0.000721874 NCalls = 1027 -VariableMetric: Iteration # 188 - FCN = 297065.2520751 Edm = 4.64106e-05 NCalls = 1030 -VariableMetric: After Hessian - FCN = 297065.2520751 Edm = 0.000927564 NCalls = 1521 -VariableMetric: Iteration # 189 - FCN = 297065.2520751 Edm = 0.000927564 NCalls = 1521 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324208.4163918 Edm = 132.408 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324208.4163918 Edm = 132.408 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312630.5014842 Edm = 766.428 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306878.0460786 Edm = 53565.6 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 306353.004785 Edm = 37.5912 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 305788.4319309 Edm = 14.8263 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 304223.1052647 Edm = 703.32 NCalls = 38 -VariableMetric: Iteration # 6 - FCN = 304223.1052647 Edm = 703.32 NCalls = 49 -VariableMetric: After Hessian - FCN = 304223.1052647 Edm = 2.48487e+08 NCalls = 520 -VariableMetric: Iteration # 7 - FCN = 304223.1052647 Edm = 2.48487e+08 NCalls = 520 -VariableMetric: Iteration # 8 - FCN = 303743.1278408 Edm = 8.5785e+08 NCalls = 531 -VariableMetric: Iteration # 9 - FCN = 299770.151685 Edm = 1.49012e+08 NCalls = 542 -VariableMetric: Iteration # 10 - FCN = 299770.151685 Edm = 1.49012e+08 NCalls = 553 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326854.2540694 Edm = 234.957 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326854.2540694 Edm = 234.957 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301463.1929821 Edm = 30.6605 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301186.3420998 Edm = 968.975 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300873.8178512 Edm = 203.284 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300780.5472033 Edm = 22.9165 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298331.7523961 Edm = 14.6737 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298313.5517562 Edm = 1.33611 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298310.8219615 Edm = 5.76575 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297988.8868722 Edm = 104.526 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297779.2526432 Edm = 2.27615 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297776.9979113 Edm = 0.132462 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297776.8338183 Edm = 0.0969179 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297770.1616796 Edm = 6.07016 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297537.3073007 Edm = 12.9483 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297521.8088535 Edm = 0.548855 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297520.8275701 Edm = 0.0435414 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297520.7482275 Edm = 0.0282523 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297514.9500211 Edm = 4.96985 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297447.1048457 Edm = 42.7728 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297348.1299156 Edm = 24.6867 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297326.0886025 Edm = 0.987556 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297325.2698251 Edm = 0.0156461 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297325.2369021 Edm = 0.0139861 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297324.6771172 Edm = 0.56747 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297316.2338531 Edm = 6.897 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297271.681222 Edm = 2.92774 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297268.2704282 Edm = 0.111155 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297268.17607 Edm = 0.00548616 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297268.1663512 Edm = 0.00456456 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297267.6431675 Edm = 0.54581 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297267.4196204 Edm = 0.218901 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297250.6865906 Edm = 0.786849 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297250.0746547 Edm = 0.0219379 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297250.0560411 Edm = 0.000870607 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297250.0530958 Edm = 0.00216695 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297249.7592862 Edm = 0.318177 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297248.7512306 Edm = 0.173379 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297243.0723391 Edm = 2.88207 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297234.5590045 Edm = 2.51288 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297232.7617426 Edm = 1.08157 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297232.003071 Edm = 0.7169 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297230.7401511 Edm = 0.865494 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297229.5246412 Edm = 0.417669 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297229.0844162 Edm = 0.160447 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297228.9627177 Edm = 0.0106555 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297228.9498472 Edm = 0.00147292 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297228.945757 Edm = 0.00199233 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297228.9366048 Edm = 0.00659128 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297228.8438137 Edm = 0.114748 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297227.1728917 Edm = 2.94252 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297227.1639618 Edm = 0.0167674 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297227.1342385 Edm = 0.0321375 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297226.8844354 Edm = 0.16834 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297226.5352407 Edm = 0.203082 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297225.513912 Edm = 0.900735 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297221.8687979 Edm = 3.57119 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297220.2365035 Edm = 2.83312 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297218.2247593 Edm = 0.90448 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297217.4868885 Edm = 0.192942 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297217.1521204 Edm = 0.0564099 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297217.0961543 Edm = 0.00291832 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297217.0935281 Edm = 0.000263491 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297217.0929799 Edm = 0.000328937 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297217.050421 Edm = 0.0435082 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297217.0455835 Edm = 0.00471823 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297216.8336153 Edm = 0.0596767 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297215.5750601 Edm = 0.565811 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297213.3152301 Edm = 0.099925 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297213.2219609 Edm = 0.00261821 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297213.2196529 Edm = 8.71485e-05 NCalls = 226 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325422.5255823 Edm = 11437.5 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325422.5255823 Edm = 11437.5 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303811.9750893 Edm = 4.4164 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303164.8360726 Edm = 18.322 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302271.3318498 Edm = 401.823 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300848.86133 Edm = 54.8893 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 300349.2758497 Edm = 1865.17 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 300289.6237645 Edm = 347.238 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298656.6615388 Edm = 67.1468 NCalls = 47 -VariableMetric: Iteration # 8 - FCN = 298604.8125597 Edm = 6.00594 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 298568.5282929 Edm = 4.61971 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298563.6942072 Edm = 0.962536 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298551.4671935 Edm = 12.7002 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 298449.7490259 Edm = 102.543 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297754.4045523 Edm = 113.138 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 297704.8260284 Edm = 8.33842 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297699.2744232 Edm = 0.81055 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297698.4608269 Edm = 0.0479342 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297697.6974973 Edm = 0.805342 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297667.4098162 Edm = 1.64323 NCalls = 84 -VariableMetric: Iteration # 19 - FCN = 297665.5661305 Edm = 0.0582459 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297665.364609 Edm = 0.104064 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297607.0094176 Edm = 20.9134 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297558.3784061 Edm = 9.53882 NCalls = 101 -VariableMetric: Iteration # 23 - FCN = 297557.1455203 Edm = 1.93049 NCalls = 103 -VariableMetric: Iteration # 24 - FCN = 297554.9952178 Edm = 0.09172 NCalls = 105 -VariableMetric: Iteration # 25 - FCN = 297554.019095 Edm = 0.810014 NCalls = 110 -VariableMetric: Iteration # 26 - FCN = 297550.1631109 Edm = 0.293847 NCalls = 112 -VariableMetric: Iteration # 27 - FCN = 297549.5980212 Edm = 0.13573 NCalls = 114 -VariableMetric: Iteration # 28 - FCN = 297545.929864 Edm = 1.59826 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297545.9170767 Edm = 1.92353 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297545.7827154 Edm = 0.0459293 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297541.1521528 Edm = 2.98634 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297518.895342 Edm = 7.60632 NCalls = 132 -VariableMetric: Iteration # 33 - FCN = 297515.6389009 Edm = 0.955463 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297514.6383565 Edm = 0.104945 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297512.5637587 Edm = 1.95849 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297486.4206495 Edm = 11.0841 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297460.0451095 Edm = 0.585339 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297459.1678672 Edm = 0.054257 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297459.0979832 Edm = 0.00578054 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297459.0765297 Edm = 0.0137527 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297458.7061716 Edm = 0.36779 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297443.8143502 Edm = 7.5555 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297425.535518 Edm = 2.41849 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297423.11334 Edm = 0.747458 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297422.1886877 Edm = 0.672444 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297420.8092972 Edm = 0.36587 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297420.3176067 Edm = 0.131975 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297420.0569263 Edm = 0.0434485 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297419.9858943 Edm = 0.0215819 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297419.9719839 Edm = 0.00950602 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297419.9518578 Edm = 0.00556523 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297419.928044 Edm = 0.0132916 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297419.796233 Edm = 0.133258 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297419.7498002 Edm = 0.0887092 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297419.6137292 Edm = 0.223982 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297417.1192475 Edm = 5.23656 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297416.4377349 Edm = 1.70549 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297416.3913138 Edm = 0.0919237 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297414.1044905 Edm = 1.49251 NCalls = 220 -VariableMetric: Iteration # 60 - FCN = 297402.814209 Edm = 1.15969 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297401.1658542 Edm = 0.329543 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297400.3447248 Edm = 0.207532 NCalls = 228 -VariableMetric: Iteration # 63 - FCN = 297400.1259462 Edm = 0.0921251 NCalls = 230 -VariableMetric: Iteration # 64 - FCN = 297400.0473939 Edm = 0.0540248 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297398.0479081 Edm = 1.35744 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297389.1236073 Edm = 1.68916 NCalls = 240 -VariableMetric: Iteration # 67 - FCN = 297385.1014224 Edm = 0.442777 NCalls = 242 -VariableMetric: Iteration # 68 - FCN = 297384.5737485 Edm = 0.0360767 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297384.5413664 Edm = 0.00226624 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297384.5373049 Edm = 0.00215759 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297384.5233566 Edm = 0.0146323 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297383.853266 Edm = 0.588704 NCalls = 258 -VariableMetric: Iteration # 73 - FCN = 297375.1674026 Edm = 1.11266 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297374.4592872 Edm = 0.169953 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297374.3489008 Edm = 0.0104826 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297374.3395389 Edm = 0.000570678 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297374.3387978 Edm = 0.000224173 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297374.3362251 Edm = 0.00249109 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297374.0881544 Edm = 0.148986 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297371.0739447 Edm = 1.90489 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297366.3506603 Edm = 0.36971 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297366.0743305 Edm = 0.00766247 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297366.0669951 Edm = 0.000372391 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297366.0662294 Edm = 0.000474793 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297366.0588258 Edm = 0.00716487 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297365.975361 Edm = 0.0874244 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297365.0869354 Edm = 0.882593 NCalls = 302 -VariableMetric: Iteration # 88 - FCN = 297361.6441146 Edm = 0.773951 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297360.8128684 Edm = 0.0978163 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297360.6230794 Edm = 0.123385 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297360.5356283 Edm = 0.0339724 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297360.5027397 Edm = 0.00212921 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297360.5007857 Edm = 0.000251551 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297360.5005243 Edm = 4.16847e-05 NCalls = 320 -VariableMetric: After Hessian - FCN = 297360.5005243 Edm = 1.15183 NCalls = 797 -VariableMetric: Iteration # 95 - FCN = 297360.5005243 Edm = 1.15183 NCalls = 797 -VariableMetric: Iteration # 96 - FCN = 297360.3684056 Edm = 1.33498 NCalls = 799 -VariableMetric: Iteration # 97 - FCN = 297360.3456087 Edm = 9202.51 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297360.1832407 Edm = 1281.98 NCalls = 807 -VariableMetric: Iteration # 99 - FCN = 297360.1537795 Edm = 302.443 NCalls = 811 -VariableMetric: Iteration # 100 - FCN = 297360.1102132 Edm = 739.845 NCalls = 815 -VariableMetric: Iteration # 101 - FCN = 297360.0713924 Edm = 48.9037 NCalls = 819 -VariableMetric: Iteration # 102 - FCN = 297359.9810151 Edm = 178.901 NCalls = 822 -VariableMetric: Iteration # 103 - FCN = 297359.7149816 Edm = 141.053 NCalls = 825 -VariableMetric: Iteration # 104 - FCN = 297359.5323989 Edm = 41.9168 NCalls = 828 -VariableMetric: Iteration # 105 - FCN = 297359.3744702 Edm = 36.8959 NCalls = 831 -VariableMetric: Iteration # 106 - FCN = 297359.2537254 Edm = 41.6119 NCalls = 834 -VariableMetric: Iteration # 107 - FCN = 297359.1819885 Edm = 27.7023 NCalls = 837 -VariableMetric: Iteration # 108 - FCN = 297359.0422618 Edm = 31.8449 NCalls = 840 -VariableMetric: Iteration # 109 - FCN = 297358.9910603 Edm = 2.97148 NCalls = 843 -VariableMetric: Iteration # 110 - FCN = 297358.9369812 Edm = 7.01794 NCalls = 846 -VariableMetric: Iteration # 111 - FCN = 297358.792525 Edm = 1.9053 NCalls = 848 -VariableMetric: Iteration # 112 - FCN = 297358.6677502 Edm = 1.08856 NCalls = 850 -VariableMetric: Iteration # 113 - FCN = 297358.5784281 Edm = 0.664333 NCalls = 852 -VariableMetric: Iteration # 114 - FCN = 297358.5210351 Edm = 0.42737 NCalls = 854 -VariableMetric: Iteration # 115 - FCN = 297358.484447 Edm = 0.302356 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297358.4273098 Edm = 0.35432 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297358.3025499 Edm = 0.776015 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297358.2576056 Edm = 0.115344 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297358.204671 Edm = 0.137649 NCalls = 864 -VariableMetric: Iteration # 120 - FCN = 297358.168135 Edm = 0.0425314 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297358.1406981 Edm = 0.0426668 NCalls = 868 -VariableMetric: Iteration # 122 - FCN = 297358.1180401 Edm = 0.0324495 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297358.1028646 Edm = 0.0174288 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297358.095422 Edm = 0.013233 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297358.0808144 Edm = 0.0048472 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297358.0713812 Edm = 0.00542625 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297358.0676054 Edm = 0.00515342 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297358.0603308 Edm = 0.00399699 NCalls = 886 -VariableMetric: Iteration # 129 - FCN = 297358.0539109 Edm = 0.00371322 NCalls = 888 -VariableMetric: Iteration # 130 - FCN = 297358.0491708 Edm = 0.00227483 NCalls = 891 -VariableMetric: Iteration # 131 - FCN = 297358.0474812 Edm = 0.00129802 NCalls = 893 -VariableMetric: Iteration # 132 - FCN = 297358.0439254 Edm = 0.00134091 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297358.0422223 Edm = 0.000445103 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297358.0416798 Edm = 0.0002797 NCalls = 901 -VariableMetric: Iteration # 135 - FCN = 297358.0410593 Edm = 0.000229087 NCalls = 903 -VariableMetric: Iteration # 136 - FCN = 297358.0405066 Edm = 0.000248386 NCalls = 905 -VariableMetric: Iteration # 137 - FCN = 297358.0396289 Edm = 0.00052706 NCalls = 908 -VariableMetric: Iteration # 138 - FCN = 297358.0389211 Edm = 0.000245875 NCalls = 910 -VariableMetric: Iteration # 139 - FCN = 297358.0384003 Edm = 0.000334643 NCalls = 912 -VariableMetric: Iteration # 140 - FCN = 297358.038011 Edm = 0.000250189 NCalls = 914 -VariableMetric: Iteration # 141 - FCN = 297358.03757 Edm = 0.000162038 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 297358.0367912 Edm = 0.000384975 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297358.0350596 Edm = 0.000556789 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297358.0344697 Edm = 0.000121645 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297358.034336 Edm = 3.08005e-05 NCalls = 926 -VariableMetric: After Hessian - FCN = 297358.034336 Edm = 5.5587e-05 NCalls = 1413 -VariableMetric: Iteration # 146 - FCN = 297358.034336 Edm = 5.5587e-05 NCalls = 1413 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299462.2892278 Edm = 2.48568 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299462.2892278 Edm = 2.48568 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299374.4203091 Edm = 0.458795 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299342.5209221 Edm = 19.0148 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298748.206111 Edm = 100.353 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298646.9003832 Edm = 4.91125 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298637.7407471 Edm = 2.00932 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298634.4018922 Edm = 2.61857 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298327.3372311 Edm = 215.773 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297958.7161704 Edm = 200.93 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297601.3482178 Edm = 83.7861 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297567.843674 Edm = 1.68036 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297565.9086423 Edm = 0.157132 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297565.642576 Edm = 0.100229 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297563.9992841 Edm = 1.79221 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297527.7677506 Edm = 20.0208 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297469.0154356 Edm = 6.98496 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297421.1903259 Edm = 32.7152 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297419.5814252 Edm = 9.27807 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297387.9718325 Edm = 8.79054 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297376.8241363 Edm = 0.108526 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297376.6670148 Edm = 0.0443999 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297372.8635357 Edm = 3.22216 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297295.7923494 Edm = 9.77976 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297284.8451655 Edm = 0.919598 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297284.1759326 Edm = 0.0435104 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297284.1347376 Edm = 0.0111804 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297284.0282231 Edm = 0.0806452 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297282.0073336 Edm = 1.91498 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297220.0313245 Edm = 4.47284 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297215.8014275 Edm = 0.277676 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297215.3899204 Edm = 0.0283212 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297215.3536728 Edm = 0.00403436 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297215.3018754 Edm = 0.048627 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297209.9242688 Edm = 1.91444 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297188.4383622 Edm = 13.4446 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297173.1425424 Edm = 12.3037 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297165.1160677 Edm = 5.03381 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297162.7039017 Edm = 0.317987 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297162.4267775 Edm = 0.0317772 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297162.3974516 Edm = 0.0064793 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297162.3002606 Edm = 0.0927014 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297158.1715824 Edm = 2.69857 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297151.595483 Edm = 0.176955 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297151.3538816 Edm = 0.00849347 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297151.3431177 Edm = 0.00263831 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297151.335066 Edm = 0.00414529 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297151.3119277 Edm = 0.0177923 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297149.4703527 Edm = 0.998923 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297147.2261778 Edm = 0.0189451 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297147.1966964 Edm = 0.000746975 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297147.195067 Edm = 0.000719896 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297147.1818125 Edm = 0.00927175 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297146.84757 Edm = 0.329534 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297137.4716136 Edm = 1.20865 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297135.9014486 Edm = 0.0202484 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297135.8827067 Edm = 0.000794954 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297135.8817307 Edm = 0.000309909 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297135.8794636 Edm = 0.00207353 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297135.7582087 Edm = 0.119535 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297134.4364637 Edm = 0.24347 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297134.0962379 Edm = 0.00782663 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297134.0869757 Edm = 0.000186748 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297134.0866026 Edm = 0.000166907 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297134.0813239 Edm = 0.00497386 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297133.181108 Edm = 0.507694 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297132.3076825 Edm = 0.0198101 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297132.2882497 Edm = 0.00133058 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297132.2866449 Edm = 0.000124295 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297132.2864543 Edm = 6.00169e-05 NCalls = 215 -VariableMetric: After Hessian - FCN = 297132.2864543 Edm = 2.94695 NCalls = 686 -VariableMetric: Iteration # 69 - FCN = 297132.2864543 Edm = 2.94695 NCalls = 686 -VariableMetric: Iteration # 70 - FCN = 297131.9946735 Edm = 2.06178 NCalls = 688 -VariableMetric: Iteration # 71 - FCN = 297131.4915288 Edm = 1.5554 NCalls = 690 -VariableMetric: Iteration # 72 - FCN = 297129.9939738 Edm = 0.187924 NCalls = 692 -VariableMetric: Iteration # 73 - FCN = 297129.6852202 Edm = 0.0637689 NCalls = 694 -VariableMetric: Iteration # 74 - FCN = 297129.6054222 Edm = 0.0402831 NCalls = 697 -VariableMetric: Iteration # 75 - FCN = 297129.5678771 Edm = 0.0394555 NCalls = 700 -VariableMetric: Iteration # 76 - FCN = 297129.4951599 Edm = 0.0306964 NCalls = 704 -VariableMetric: Iteration # 77 - FCN = 297129.4386109 Edm = 0.036868 NCalls = 706 -VariableMetric: Iteration # 78 - FCN = 297129.3955927 Edm = 0.0330325 NCalls = 710 -VariableMetric: Iteration # 79 - FCN = 297129.3491941 Edm = 0.0504276 NCalls = 712 -VariableMetric: Iteration # 80 - FCN = 297129.338361 Edm = 0.0595138 NCalls = 714 -VariableMetric: Iteration # 81 - FCN = 297129.3129208 Edm = 0.0158376 NCalls = 717 -VariableMetric: Iteration # 82 - FCN = 297129.2823382 Edm = 0.00872712 NCalls = 720 -VariableMetric: Iteration # 83 - FCN = 297129.2738852 Edm = 0.00543324 NCalls = 723 -VariableMetric: Iteration # 84 - FCN = 297129.2704673 Edm = 0.000730602 NCalls = 724 -VariableMetric: Iteration # 85 - FCN = 297129.2690962 Edm = 0.000476159 NCalls = 726 -VariableMetric: Iteration # 86 - FCN = 297129.2677942 Edm = 0.000204301 NCalls = 728 -VariableMetric: Iteration # 87 - FCN = 297129.2675365 Edm = 3.41578e-05 NCalls = 730 -VariableMetric: After Hessian - FCN = 297129.2675365 Edm = 0.000488142 NCalls = 1213 -VariableMetric: Iteration # 88 - FCN = 297129.2675365 Edm = 0.000488142 NCalls = 1213 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324300.1020523 Edm = 450.908 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324300.1020523 Edm = 450.908 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306164.5579023 Edm = 5.78456 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305269.1139784 Edm = 6.40424 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 305261.8050096 Edm = 13.0842 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303548.6693657 Edm = 1590.45 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 303513.081931 Edm = 7.83116 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 301656.9013251 Edm = 5970.42 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 301577.6754271 Edm = 18.9336 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 301526.8677438 Edm = 36.9459 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298235.8010154 Edm = 43.2432 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298102.5617006 Edm = 19.9214 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298062.7186177 Edm = 3.71477 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 298055.695815 Edm = 0.595698 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 298040.3032177 Edm = 10.7606 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297740.2518733 Edm = 100.584 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297577.2782991 Edm = 26.404 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297552.5793006 Edm = 5.3174 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297546.6216028 Edm = 0.278518 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297546.3263272 Edm = 0.0627128 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297545.6711475 Edm = 0.559005 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297450.3663154 Edm = 8.0022 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297440.7124219 Edm = 0.169777 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297440.5131156 Edm = 0.0250845 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297439.8552892 Edm = 0.677737 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297417.5996767 Edm = 2.93264 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297410.9325776 Edm = 1.786 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297408.2160822 Edm = 1.26096 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297406.9421142 Edm = 0.0332918 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297406.9123443 Edm = 0.0133195 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297406.8352544 Edm = 0.0797141 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297391.0100834 Edm = 0.496361 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297325.688449 Edm = 9.73832 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297315.0759236 Edm = 0.98499 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297314.0081297 Edm = 0.057153 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297313.9264098 Edm = 0.0232304 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297313.8703458 Edm = 0.0188512 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297313.814107 Edm = 0.00275416 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297313.8098278 Edm = 0.00203191 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297313.7808126 Edm = 0.0297942 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297313.5141019 Edm = 0.248279 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297305.7860681 Edm = 6.98215 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297298.2723392 Edm = 12.9075 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297284.8398451 Edm = 15.8843 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297278.8922467 Edm = 11.2313 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297269.7849205 Edm = 23.7518 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297267.051104 Edm = 0.313659 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297266.8135386 Edm = 0.040645 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297266.772521 Edm = 0.0169023 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297266.758815 Edm = 0.00482076 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297266.7514834 Edm = 0.000613556 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297266.7503277 Edm = 0.000952021 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297266.7189121 Edm = 0.0350153 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297266.1557211 Edm = 0.137669 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297263.845462 Edm = 0.868895 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297261.6804792 Edm = 0.0423995 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297261.635191 Edm = 0.000631101 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297261.6338821 Edm = 0.000767278 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297261.5509588 Edm = 0.0862224 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297261.5178047 Edm = 0.0323991 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297258.0475637 Edm = 0.0317973 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297258.0016896 Edm = 0.000806555 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297258.0006784 Edm = 0.00011314 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297258.0001865 Edm = 0.000200879 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297257.9994302 Edm = 0.000464897 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297257.9466842 Edm = 0.0511331 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297255.7130249 Edm = 0.561417 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297254.8624988 Edm = 0.098498 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297254.7830866 Edm = 0.174555 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297254.7287554 Edm = 0.0189415 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297254.7088795 Edm = 0.000774081 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297254.7080015 Edm = 8.58386e-05 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297254.7072993 Edm = 0.000613846 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297254.6789115 Edm = 0.0320654 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297254.3793872 Edm = 0.242517 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297248.4865486 Edm = 3.72034 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297248.2415056 Edm = 1.01449 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297245.9492668 Edm = 0.467387 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297245.4808855 Edm = 0.0355785 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297245.4456565 Edm = 0.00585917 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297245.4416413 Edm = 0.00181484 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297245.4399799 Edm = 0.000249599 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297245.4392552 Edm = 0.000345949 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297245.4350361 Edm = 0.00300098 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297245.4109248 Edm = 0.0193383 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297244.8321375 Edm = 0.49284 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297242.201291 Edm = 0.897378 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297241.7972711 Edm = 0.0295556 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297241.7719436 Edm = 0.00173345 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297241.7708875 Edm = 0.000182151 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297241.7707052 Edm = 4.58945e-05 NCalls = 296 -VariableMetric: After Hessian - FCN = 297241.7707052 Edm = 8.26973 NCalls = 775 -VariableMetric: Iteration # 90 - FCN = 297241.7707052 Edm = 8.26973 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297233.9905923 Edm = 113.077 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297232.9077672 Edm = 36.0951 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297232.6957541 Edm = 32.2052 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297232.513107 Edm = 80.1005 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297231.9494198 Edm = 7.1378 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297230.6981989 Edm = 5.40272 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297230.4606264 Edm = 2.25895 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297228.6769584 Edm = 11.8473 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297228.260012 Edm = 2.93842 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297227.6991445 Edm = 1.30855 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297227.2598202 Edm = 4.02655 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297226.8397295 Edm = 3.75129 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297226.1767453 Edm = 1.9739 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297225.0291897 Edm = 2.78195 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297224.4220992 Edm = 0.908748 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297224.2369821 Edm = 0.883661 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297223.9591092 Edm = 0.457977 NCalls = 812 -VariableMetric: Iteration # 108 - FCN = 297223.8185418 Edm = 0.423333 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297223.3458358 Edm = 0.563424 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297223.0232293 Edm = 1.40196 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297222.3710103 Edm = 1.22888 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297221.2661888 Edm = 1.56788 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297220.5355288 Edm = 2.42585 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297219.9253927 Edm = 1.88276 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297219.2963481 Edm = 0.773371 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297218.9050942 Edm = 0.269591 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297218.7804937 Edm = 0.194158 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297218.7222635 Edm = 0.0971711 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297218.6583864 Edm = 0.0403793 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297218.6228689 Edm = 0.0216657 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297218.6055716 Edm = 0.0152995 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297218.5862605 Edm = 0.00899513 NCalls = 853 -VariableMetric: Iteration # 123 - FCN = 297218.5796581 Edm = 0.00525534 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297218.5652178 Edm = 0.0167322 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 297218.5461825 Edm = 0.0365352 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297218.5096219 Edm = 0.0277689 NCalls = 863 -VariableMetric: Iteration # 127 - FCN = 297218.4796753 Edm = 0.0174795 NCalls = 865 -VariableMetric: Iteration # 128 - FCN = 297218.4726116 Edm = 0.00948645 NCalls = 867 -VariableMetric: Iteration # 129 - FCN = 297218.4640785 Edm = 0.00405781 NCalls = 869 -VariableMetric: Iteration # 130 - FCN = 297218.4551279 Edm = 0.00360343 NCalls = 872 -VariableMetric: Iteration # 131 - FCN = 297218.4493566 Edm = 0.00728131 NCalls = 875 -VariableMetric: Iteration # 132 - FCN = 297218.4422682 Edm = 0.00507507 NCalls = 877 -VariableMetric: Iteration # 133 - FCN = 297218.4350196 Edm = 0.00341923 NCalls = 880 -VariableMetric: Iteration # 134 - FCN = 297218.4317581 Edm = 0.00552825 NCalls = 883 -VariableMetric: Iteration # 135 - FCN = 297218.4255863 Edm = 0.00640115 NCalls = 886 -VariableMetric: Iteration # 136 - FCN = 297218.4115366 Edm = 0.00770866 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297218.3980132 Edm = 0.0276609 NCalls = 893 -VariableMetric: Iteration # 138 - FCN = 297218.37666 Edm = 0.0257915 NCalls = 895 -VariableMetric: Iteration # 139 - FCN = 297218.3519971 Edm = 0.0463871 NCalls = 902 -VariableMetric: Iteration # 140 - FCN = 297218.290396 Edm = 0.0900855 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297218.2667968 Edm = 0.0436307 NCalls = 909 -VariableMetric: Iteration # 142 - FCN = 297218.2211524 Edm = 0.0536039 NCalls = 913 -VariableMetric: Iteration # 143 - FCN = 297218.1950433 Edm = 0.0329555 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297218.1610581 Edm = 0.0129358 NCalls = 920 -VariableMetric: Iteration # 145 - FCN = 297218.1491177 Edm = 0.00280123 NCalls = 921 -VariableMetric: Iteration # 146 - FCN = 297218.1468121 Edm = 0.000520235 NCalls = 923 -VariableMetric: Iteration # 147 - FCN = 297218.1464607 Edm = 0.000233229 NCalls = 925 -VariableMetric: Iteration # 148 - FCN = 297218.1461638 Edm = 0.000260571 NCalls = 927 -VariableMetric: Iteration # 149 - FCN = 297218.1440628 Edm = 0.0021109 NCalls = 931 -VariableMetric: Iteration # 150 - FCN = 297218.137428 Edm = 0.00622333 NCalls = 938 -VariableMetric: Iteration # 151 - FCN = 297218.1372954 Edm = 0.000272883 NCalls = 939 -VariableMetric: Iteration # 152 - FCN = 297218.1350829 Edm = 0.00226177 NCalls = 944 -VariableMetric: Iteration # 153 - FCN = 297218.1278865 Edm = 0.00608124 NCalls = 949 -VariableMetric: Iteration # 154 - FCN = 297218.121278 Edm = 0.00465798 NCalls = 953 -VariableMetric: Iteration # 155 - FCN = 297218.117748 Edm = 0.00199142 NCalls = 956 -VariableMetric: Iteration # 156 - FCN = 297218.1166083 Edm = 0.000911804 NCalls = 957 -VariableMetric: Iteration # 157 - FCN = 297218.1131881 Edm = 0.00158785 NCalls = 961 -VariableMetric: Iteration # 158 - FCN = 297218.1114295 Edm = 0.00126536 NCalls = 963 -VariableMetric: Iteration # 159 - FCN = 297218.1101909 Edm = 0.000334117 NCalls = 965 -VariableMetric: Iteration # 160 - FCN = 297218.1099473 Edm = 0.000249246 NCalls = 967 -VariableMetric: Iteration # 161 - FCN = 297218.1097611 Edm = 5.28584e-05 NCalls = 969 -VariableMetric: After Hessian - FCN = 297218.1097611 Edm = 0.002744 NCalls = 1456 -VariableMetric: Iteration # 162 - FCN = 297218.1097611 Edm = 0.002744 NCalls = 1456 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322987.7005976 Edm = 21561.6 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322987.7005976 Edm = 21561.6 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299430.6891229 Edm = 12.2863 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299306.833408 Edm = 1.16805 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299301.5781251 Edm = 6.82633 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299203.5335135 Edm = 73.8585 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298032.3363754 Edm = 180.493 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297799.3115017 Edm = 4.44437 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297796.6645072 Edm = 0.926028 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297789.0943606 Edm = 10.0578 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297764.9019472 Edm = 14.7889 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297650.0244896 Edm = 1.21074 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297647.7998307 Edm = 0.78139 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297639.9953024 Edm = 7.15778 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297599.6662926 Edm = 24.5846 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297544.7068234 Edm = 2.56495 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297542.5171587 Edm = 0.0342983 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297542.3371179 Edm = 0.158485 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297498.1410106 Edm = 3.98773 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297417.2037846 Edm = 13.7324 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297392.9770101 Edm = 6.34205 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297384.7811616 Edm = 2.79652 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297381.8789585 Edm = 0.378693 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297380.6415439 Edm = 0.620437 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297378.5074452 Edm = 0.478738 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297378.0809769 Edm = 0.0480196 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297377.9811559 Edm = 0.0438253 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297377.5925933 Edm = 0.252232 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297363.5399087 Edm = 17.2711 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297361.5150399 Edm = 3.72706 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297338.9886318 Edm = 20.5501 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297273.7889169 Edm = 1.70902 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297271.779312 Edm = 0.383648 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297271.3134358 Edm = 0.217443 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297270.4635718 Edm = 0.0845482 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297270.3696836 Edm = 0.00371897 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297270.3605096 Edm = 0.00484062 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297270.260494 Edm = 0.108498 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297269.7213972 Edm = 0.451143 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297251.98865 Edm = 6.32815 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297247.9320427 Edm = 0.904656 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297247.078521 Edm = 0.407242 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297246.7415539 Edm = 0.0995302 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297246.5321943 Edm = 0.0476241 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297246.4098298 Edm = 0.00493088 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297246.4042398 Edm = 0.000656525 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297246.4002698 Edm = 0.00448823 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297246.3015723 Edm = 0.0976981 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297240.8355693 Edm = 3.79895 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297233.2017458 Edm = 3.41407 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297231.9658385 Edm = 7.06 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297228.7223629 Edm = 0.751574 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297227.6736748 Edm = 0.287597 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297227.4842095 Edm = 0.0280489 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297227.4533426 Edm = 0.00433126 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297227.4466826 Edm = 0.00138301 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297227.4284074 Edm = 0.0193976 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297226.7862547 Edm = 0.636128 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297217.1951996 Edm = 3.51711 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297216.3044296 Edm = 4.4775 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297212.2728596 Edm = 4.20174 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297210.391044 Edm = 0.512572 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297209.3191218 Edm = 0.128627 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297209.1734441 Edm = 0.0372213 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297209.1359025 Edm = 0.00425284 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297209.1299902 Edm = 0.000503505 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297209.1287742 Edm = 0.000767536 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297209.1174369 Edm = 0.0131072 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297209.0902748 Edm = 0.0277084 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297209.0782297 Edm = 0.0109705 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297206.9179963 Edm = 0.690699 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297205.8573323 Edm = 0.279941 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297205.7195313 Edm = 0.124409 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297205.6495107 Edm = 0.00646518 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297205.639008 Edm = 0.0014417 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297205.6371375 Edm = 0.000165828 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297205.636752 Edm = 0.000200932 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297205.6092239 Edm = 0.0260953 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297204.980073 Edm = 0.366329 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297204.3660454 Edm = 0.053922 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297204.308701 Edm = 0.0123861 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297204.2941092 Edm = 0.00181131 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297204.2920902 Edm = 6.58208e-05 NCalls = 251 -VariableMetric: After Hessian - FCN = 297204.2920902 Edm = 6.24913 NCalls = 730 -VariableMetric: Iteration # 82 - FCN = 297204.2920902 Edm = 6.24913 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297204.0019889 Edm = 2.9677 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297199.7712711 Edm = 14.1042 NCalls = 735 -VariableMetric: Iteration # 85 - FCN = 297199.5324538 Edm = 0.29704 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297199.1185491 Edm = 0.136867 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297198.9251999 Edm = 0.0846178 NCalls = 743 -VariableMetric: Iteration # 88 - FCN = 297198.7748705 Edm = 0.0638988 NCalls = 746 -VariableMetric: Iteration # 89 - FCN = 297198.7110144 Edm = 0.0386116 NCalls = 748 -VariableMetric: Iteration # 90 - FCN = 297198.5608944 Edm = 0.0650046 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297198.4140657 Edm = 0.120068 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297198.262884 Edm = 0.215476 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297198.038363 Edm = 0.59684 NCalls = 761 -VariableMetric: Iteration # 94 - FCN = 297197.9130571 Edm = 0.119836 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297197.7197576 Edm = 0.274399 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297197.4894242 Edm = 0.0508957 NCalls = 771 -VariableMetric: Iteration # 97 - FCN = 297197.4199128 Edm = 0.0154555 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297197.4008438 Edm = 0.0135561 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297197.3751614 Edm = 0.0158731 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297197.3464075 Edm = 0.0156605 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297197.3217265 Edm = 0.0125277 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297197.2881947 Edm = 0.0193698 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297197.2503379 Edm = 0.0142916 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297197.2389397 Edm = 0.0181386 NCalls = 791 -VariableMetric: Iteration # 105 - FCN = 297197.2231194 Edm = 0.00627076 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297197.2121277 Edm = 0.00702207 NCalls = 797 -VariableMetric: Iteration # 107 - FCN = 297197.2065656 Edm = 0.00399957 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297197.1964727 Edm = 0.0023454 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297197.1919625 Edm = 0.00130195 NCalls = 804 -VariableMetric: Iteration # 110 - FCN = 297197.1882055 Edm = 0.00137184 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297197.1847784 Edm = 0.00174534 NCalls = 808 -VariableMetric: Iteration # 112 - FCN = 297197.1831693 Edm = 0.000495764 NCalls = 809 -VariableMetric: Iteration # 113 - FCN = 297197.1822274 Edm = 0.000246027 NCalls = 811 -VariableMetric: Iteration # 114 - FCN = 297197.1814878 Edm = 0.000300242 NCalls = 813 -VariableMetric: Iteration # 115 - FCN = 297197.180477 Edm = 0.000533323 NCalls = 815 -VariableMetric: Iteration # 116 - FCN = 297197.1786458 Edm = 0.00081605 NCalls = 817 -VariableMetric: Iteration # 117 - FCN = 297197.1745629 Edm = 0.00106789 NCalls = 819 -VariableMetric: Iteration # 118 - FCN = 297197.172004 Edm = 0.000314681 NCalls = 821 -VariableMetric: Iteration # 119 - FCN = 297197.1712304 Edm = 0.000137469 NCalls = 823 -VariableMetric: Iteration # 120 - FCN = 297197.1708732 Edm = 7.38286e-05 NCalls = 825 -VariableMetric: After Hessian - FCN = 297197.1708732 Edm = 0.000161239 NCalls = 1304 -VariableMetric: Iteration # 121 - FCN = 297197.1708732 Edm = 0.000161239 NCalls = 1304 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310594.0413038 Edm = 21.3407 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310594.0413038 Edm = 21.3407 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303682.9436923 Edm = 8.11794 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303651.5333409 Edm = 16.6222 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299019.1835511 Edm = 6.02476 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 299007.4350555 Edm = 8.62963 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298476.1084877 Edm = 85.0662 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298304.85352 Edm = 196.135 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298180.4043978 Edm = 6.94135 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298172.1967329 Edm = 1.18478 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298137.8072798 Edm = 43.4208 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297781.3202074 Edm = 44.3173 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297741.9660199 Edm = 1.28072 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297740.2598069 Edm = 0.714409 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297738.589126 Edm = 0.0645743 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297738.4346932 Edm = 0.0920739 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297733.6524396 Edm = 5.0172 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297732.6047053 Edm = 1.03429 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297729.6666672 Edm = 2.45157 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297620.9296019 Edm = 74.6249 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297571.6686206 Edm = 6.00084 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297566.3253302 Edm = 3.03149 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297561.9572089 Edm = 0.681219 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297560.7102424 Edm = 0.0892344 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297560.5325268 Edm = 0.088938 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297558.4739686 Edm = 2.30697 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297554.5877144 Edm = 4.58118 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297554.3055915 Edm = 0.2412 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297552.0940583 Edm = 2.96594 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297548.0986472 Edm = 3.65656 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297497.9545497 Edm = 157.969 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297492.3778716 Edm = 5.41226 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297470.0450541 Edm = 7.88366 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297460.5368083 Edm = 0.318506 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297460.1135726 Edm = 0.0490644 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297460.0291723 Edm = 0.00894938 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297459.9862413 Edm = 0.0269311 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297454.7695614 Edm = 4.78994 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297429.7829501 Edm = 5.81512 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297426.7403649 Edm = 0.309606 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297426.4867694 Edm = 0.0283224 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297426.4619185 Edm = 0.00715123 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297426.4338056 Edm = 0.0231748 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297421.0974897 Edm = 1.40751 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297416.158656 Edm = 1.662 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297413.6372705 Edm = 0.465593 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297413.0407157 Edm = 0.0795349 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297412.9540416 Edm = 0.00343262 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297412.9488501 Edm = 0.00166171 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297412.9371994 Edm = 0.00741466 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297412.6387819 Edm = 0.429994 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297412.5434381 Edm = 0.0873845 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297411.8372258 Edm = 0.574383 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297402.7820832 Edm = 4.92998 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297394.5191806 Edm = 2.90345 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297392.3937612 Edm = 0.259254 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297392.2355213 Edm = 0.061863 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297392.1566954 Edm = 0.0171229 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297392.1297964 Edm = 0.00308602 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297392.1233938 Edm = 0.00162767 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297392.1053371 Edm = 0.017362 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297391.3475007 Edm = 0.768752 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297391.2955067 Edm = 0.0489353 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297386.7482914 Edm = 4.08295 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297377.5931634 Edm = 2.81538 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297370.8342667 Edm = 1.29207 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297369.8882536 Edm = 0.525046 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297369.4472045 Edm = 0.0282158 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297369.4107117 Edm = 0.00753059 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297369.3948461 Edm = 0.00243241 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297369.3896857 Edm = 0.00232094 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297369.3696512 Edm = 0.019359 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297368.8052661 Edm = 0.407521 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297364.2257703 Edm = 1.57156 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297361.5003225 Edm = 0.45822 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297361.0448758 Edm = 0.107956 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297360.9418493 Edm = 0.0244588 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297360.9169662 Edm = 0.00264513 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297360.9135429 Edm = 0.000261695 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297360.909982 Edm = 0.00361211 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297360.8461907 Edm = 0.065888 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297360.8297074 Edm = 0.0157702 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297357.8198279 Edm = 2.46401 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297354.6348183 Edm = 0.956492 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297353.593545 Edm = 0.114594 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297353.4725683 Edm = 0.00834402 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297353.464201 Edm = 0.000436986 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297353.4634058 Edm = 0.000199566 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297353.4611635 Edm = 0.00216545 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297353.376561 Edm = 0.0787679 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297351.9685538 Edm = 0.507751 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297351.2935379 Edm = 0.0441494 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297351.2590056 Edm = 0.000996876 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297351.2579165 Edm = 0.000163706 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297351.2570972 Edm = 0.00052768 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297351.2412677 Edm = 0.0131329 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297350.9064257 Edm = 0.274273 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297349.3471714 Edm = 0.134889 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297349.2253752 Edm = 0.0108897 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297349.214297 Edm = 0.00093082 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297349.2133993 Edm = 6.83006e-05 NCalls = 320 -VariableMetric: After Hessian - FCN = 297349.2133993 Edm = 3.74441 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297349.2133993 Edm = 3.74441 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297346.0365709 Edm = 0.233101 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297345.7898623 Edm = 0.307243 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297345.5602621 Edm = 0.191547 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297345.3897643 Edm = 0.512699 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297345.2320933 Edm = 0.034363 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297345.1836649 Edm = 0.00992038 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297345.1669862 Edm = 0.00391984 NCalls = 812 -VariableMetric: Iteration # 108 - FCN = 297345.1587246 Edm = 0.00087754 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297345.1573442 Edm = 7.88262e-05 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297345.1572558 Edm = 3.81683e-06 NCalls = 818 -VariableMetric: After Hessian - FCN = 297345.1572558 Edm = 3.19571e-06 NCalls = 1313 -VariableMetric: Iteration # 111 - FCN = 297345.1572558 Edm = 3.19571e-06 NCalls = 1313 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325390.675919 Edm = 21584.5 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325390.675919 Edm = 21584.5 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309636.2385464 Edm = 1025.14 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 302148.4472482 Edm = 221.39 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 301120.3447442 Edm = 180.743 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 300862.5484165 Edm = 9.97008 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300748.3770693 Edm = 11.8131 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300687.1219846 Edm = 15.5392 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 300607.837864 Edm = 7.76002 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 300586.7428428 Edm = 21.5999 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 300530.79912 Edm = 21.2699 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 300436.2494877 Edm = 68.7754 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 300422.7481836 Edm = 9.35813 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 300391.6226592 Edm = 0.77527 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 300390.008036 Edm = 2.02931 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 300388.6608293 Edm = 0.213035 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 300387.4917832 Edm = 0.475832 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 300384.6417624 Edm = 5.66915 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 300314.74666 Edm = 193.62 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 300313.9258699 Edm = 1.07009 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 300273.8594497 Edm = 15.2749 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 298377.4215789 Edm = 1857.46 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 298331.8159855 Edm = 350.739 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 298186.411411 Edm = 382.628 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 298034.2593752 Edm = 23.2329 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297997.5670185 Edm = 2.33707 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 297992.2520468 Edm = 0.336687 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297988.017443 Edm = 4.0504 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297920.3999225 Edm = 11.1344 NCalls = 117 -VariableMetric: Iteration # 28 - FCN = 297882.8373194 Edm = 10.8999 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297856.5570756 Edm = 1.29707 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297852.3414192 Edm = 0.733918 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297850.8627234 Edm = 0.174219 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297850.6716608 Edm = 0.0799988 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297850.4534471 Edm = 0.161967 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297839.0739197 Edm = 9.56536 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297568.335451 Edm = 55.3055 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297538.3583032 Edm = 29.8053 NCalls = 144 -VariableMetric: Iteration # 37 - FCN = 297528.8347251 Edm = 19.4553 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297521.3674578 Edm = 0.968807 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297520.9425408 Edm = 0.515138 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297520.6964876 Edm = 0.0764811 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297520.5647685 Edm = 0.0493904 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297520.0254307 Edm = 0.444415 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297511.6715161 Edm = 5.67055 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297474.2851213 Edm = 1.08429 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297473.117311 Edm = 0.0872736 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297472.983444 Edm = 0.011531 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297472.9561503 Edm = 0.00929911 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297472.8773495 Edm = 0.047269 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297467.148012 Edm = 3.65342 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297455.2851918 Edm = 0.862859 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297453.8006934 Edm = 0.794294 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297452.8618677 Edm = 0.188204 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297452.6487892 Edm = 0.00598316 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297452.6384335 Edm = 0.00514113 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297452.3357857 Edm = 0.277669 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297440.2737878 Edm = 8.56433 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297396.3782357 Edm = 8.41058 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297390.551518 Edm = 2.20424 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297385.6691699 Edm = 5.31484 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297379.9626015 Edm = 2.36646 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297374.7239762 Edm = 3.5315 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297370.8147334 Edm = 3.5202 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297368.5196763 Edm = 3.132 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297365.6013234 Edm = 0.835527 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297364.504549 Edm = 0.240114 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297364.2981533 Edm = 0.0310878 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297364.2701681 Edm = 0.00738962 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297364.2595238 Edm = 0.00549972 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297364.2302353 Edm = 0.0156145 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297364.1292724 Edm = 0.0898199 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297361.8775649 Edm = 2.30118 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297352.4045208 Edm = 0.499904 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297351.8006585 Edm = 0.0878344 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297351.634175 Edm = 0.0330472 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297351.5738773 Edm = 0.010926 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297351.5591081 Edm = 0.00218657 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297351.5542052 Edm = 0.004539 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297351.5036561 Edm = 0.0634709 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297351.4862463 Edm = 0.0157157 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297351.3846448 Edm = 0.0883856 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297346.0465559 Edm = 1.46761 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297343.797931 Edm = 5.20384 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297342.2876821 Edm = 1.08672 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297340.8523185 Edm = 1.12147 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297338.9135141 Edm = 0.926318 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297337.7723142 Edm = 0.294304 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297337.4617071 Edm = 0.0972744 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297337.3796178 Edm = 0.0335467 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297337.3450273 Edm = 0.00484446 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297337.3383012 Edm = 0.00114069 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297337.3341502 Edm = 0.0014211 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297337.3312107 Edm = 0.00121332 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297337.3182456 Edm = 0.0104243 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297337.0861362 Edm = 0.170309 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297329.6801741 Edm = 3.69108 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297328.6415889 Edm = 5.74853 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297326.8282102 Edm = 0.70778 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297325.96788 Edm = 0.301939 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297325.2003074 Edm = 0.629107 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297323.6576726 Edm = 1.03056 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297322.6313163 Edm = 1.00616 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297322.1276254 Edm = 0.34994 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297321.7296577 Edm = 0.11022 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297321.5771086 Edm = 0.020795 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297321.5558605 Edm = 0.0032964 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297321.5525586 Edm = 0.000872283 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297321.5497651 Edm = 0.00340835 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297321.532824 Edm = 0.0238219 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297321.5149559 Edm = 0.0165589 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297318.6564964 Edm = 0.604599 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297317.8012207 Edm = 0.0549722 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297317.7430644 Edm = 0.00335146 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297317.7396127 Edm = 0.000180735 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297317.7390169 Edm = 0.000309702 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297317.7377123 Edm = 0.000762658 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297317.713466 Edm = 0.0165756 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297317.341275 Edm = 0.282952 NCalls = 372 -VariableMetric: Iteration # 118 - FCN = 297315.7953879 Edm = 0.254027 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297315.5954314 Edm = 0.0191546 NCalls = 377 -VariableMetric: Iteration # 120 - FCN = 297315.5751786 Edm = 0.00261136 NCalls = 379 -VariableMetric: Iteration # 121 - FCN = 297315.5727321 Edm = 0.000358188 NCalls = 381 -VariableMetric: Iteration # 122 - FCN = 297315.5723634 Edm = 3.18149e-05 NCalls = 383 -VariableMetric: After Hessian - FCN = 297315.5723634 Edm = 3.12419 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297315.5723634 Edm = 3.12419 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297314.371461 Edm = 1.23648 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297313.7370247 Edm = 0.161764 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297313.5862582 Edm = 0.118662 NCalls = 868 -VariableMetric: Iteration # 127 - FCN = 297313.5442874 Edm = 0.0340677 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297313.5012112 Edm = 0.00892612 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297313.4923283 Edm = 0.00201674 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297313.4900859 Edm = 0.000741945 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297313.4894898 Edm = 0.000194616 NCalls = 877 -VariableMetric: Iteration # 132 - FCN = 297313.4892918 Edm = 3.50838e-05 NCalls = 879 -VariableMetric: After Hessian - FCN = 297313.4892918 Edm = 4.2636e-05 NCalls = 1364 -VariableMetric: Iteration # 133 - FCN = 297313.4892918 Edm = 4.2636e-05 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315467.1957989 Edm = 38.0907 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315467.1957989 Edm = 38.0907 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299528.2354557 Edm = 6.07498 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299407.1294681 Edm = 17.699 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299368.0677689 Edm = 22.4953 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298792.7485378 Edm = 4.81669 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298786.1035352 Edm = 2.14063 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298779.1316701 Edm = 4.04687 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298032.1460486 Edm = 139.786 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297759.6828564 Edm = 6.05875 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297753.1559253 Edm = 0.253601 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297752.7474165 Edm = 0.297101 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297748.1755207 Edm = 7.0246 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297746.5524664 Edm = 1.48708 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297711.6213803 Edm = 17.8783 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297659.0791682 Edm = 2.47587 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297657.0228774 Edm = 0.245152 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297656.7206078 Edm = 0.0602409 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297655.9838126 Edm = 0.682561 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297526.7611456 Edm = 26.5724 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297479.0986897 Edm = 4.65508 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297470.8580838 Edm = 2.02913 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297466.8563132 Edm = 0.615397 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297466.0493159 Edm = 0.0294018 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297466.0142816 Edm = 0.0100045 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297465.9014733 Edm = 0.0557885 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297465.3604952 Edm = 0.340878 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297451.7868746 Edm = 6.61644 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297440.3156909 Edm = 5.44638 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297438.1046182 Edm = 0.764691 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297437.0540311 Edm = 0.0345652 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297437.0123133 Edm = 0.00376927 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297436.9961876 Edm = 0.0129051 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297436.7182902 Edm = 0.201261 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297423.6643881 Edm = 6.93869 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297411.5509381 Edm = 1.08882 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297410.6333469 Edm = 0.287374 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297410.3957914 Edm = 0.107427 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297410.2309149 Edm = 0.0543062 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297410.12365 Edm = 0.0388633 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297410.0630145 Edm = 0.0242324 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297410.033138 Edm = 0.011823 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297410.0124848 Edm = 0.00402959 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297410.0035764 Edm = 0.00613805 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297409.996243 Edm = 0.00619729 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297409.9103326 Edm = 0.0834871 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297409.3798991 Edm = 1.05818 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297406.3689605 Edm = 3.43808 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297404.5718047 Edm = 2.26802 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297401.3350101 Edm = 3.16568 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297396.5655097 Edm = 0.762247 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297395.9080089 Edm = 0.0493844 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297395.8706009 Edm = 0.00485027 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297395.86368 Edm = 0.00102563 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297395.8602198 Edm = 0.0021159 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297395.836104 Edm = 0.0221737 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297394.7944941 Edm = 0.850307 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297391.7083695 Edm = 0.431101 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297391.1749866 Edm = 0.209136 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297391.0295506 Edm = 0.0342437 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297390.9706151 Edm = 0.0162295 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297390.9053158 Edm = 0.0587008 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297390.8156342 Edm = 0.365364 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297390.5548126 Edm = 0.69634 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297390.3139369 Edm = 0.221447 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297389.9966202 Edm = 1.09901 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297389.1527825 Edm = 0.0549791 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297389.1117822 Edm = 0.00843429 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297389.1044703 Edm = 0.000803498 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297389.1014331 Edm = 0.00231462 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297389.0547486 Edm = 0.0606794 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297385.8500012 Edm = 0.931761 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297377.6869417 Edm = 2.44736 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297374.0253194 Edm = 0.284229 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297373.505764 Edm = 0.195973 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297373.2761254 Edm = 0.148635 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297373.2135044 Edm = 0.408149 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297373.1062313 Edm = 0.0267089 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297373.047286 Edm = 0.0672198 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297372.6648977 Edm = 0.33686 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297371.5150949 Edm = 1.29762 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297371.3609882 Edm = 0.119259 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297370.5754782 Edm = 0.759849 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297369.2883038 Edm = 1.62636 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297368.2078677 Edm = 0.933124 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297366.651977 Edm = 0.468221 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297365.8847307 Edm = 0.277632 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297365.3601852 Edm = 0.366289 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297364.5194362 Edm = 1.05527 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297362.6555226 Edm = 6.46836 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297362.4118462 Edm = 0.268451 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297361.8249017 Edm = 1.00356 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297360.0165457 Edm = 2.16242 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297359.2214351 Edm = 1.31582 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297356.6284226 Edm = 1.44468 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297354.7976264 Edm = 0.436611 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297354.1242101 Edm = 0.551644 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297353.3119864 Edm = 1.22193 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297352.0813748 Edm = 3.71759 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297351.1330764 Edm = 0.534228 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297350.3337443 Edm = 0.802162 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297349.6495888 Edm = 0.46346 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297348.8756582 Edm = 0.212914 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297348.5613038 Edm = 0.120928 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297348.3310873 Edm = 0.0251455 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297348.3016599 Edm = 0.00191417 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297348.2942705 Edm = 0.00556444 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297348.2480763 Edm = 0.0425585 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297347.3988842 Edm = 0.620019 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297337.7664605 Edm = 3.41485 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297333.8515803 Edm = 3.23664 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297328.3974561 Edm = 0.997891 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297327.1597435 Edm = 0.25613 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297327.0179586 Edm = 0.0709758 NCalls = 362 -VariableMetric: Iteration # 113 - FCN = 297326.9423005 Edm = 0.0449666 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297326.8881051 Edm = 0.0159344 NCalls = 366 -VariableMetric: Iteration # 115 - FCN = 297326.8599297 Edm = 0.00531808 NCalls = 368 -VariableMetric: Iteration # 116 - FCN = 297326.8176029 Edm = 0.0309878 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297326.7856956 Edm = 0.196528 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297326.6869907 Edm = 0.142324 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297326.6587993 Edm = 0.0202441 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297326.6022663 Edm = 0.00591526 NCalls = 384 -VariableMetric: Iteration # 121 - FCN = 297326.5938827 Edm = 0.000988256 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297326.5924311 Edm = 0.000474724 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297326.5872286 Edm = 0.00637185 NCalls = 392 -VariableMetric: Iteration # 124 - FCN = 297326.5618592 Edm = 0.0361253 NCalls = 398 -VariableMetric: Iteration # 125 - FCN = 297326.5561894 Edm = 0.00430544 NCalls = 403 -VariableMetric: Iteration # 126 - FCN = 297326.5120021 Edm = 0.0276383 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297326.4511482 Edm = 0.194831 NCalls = 414 -VariableMetric: Iteration # 128 - FCN = 297326.3238322 Edm = 0.46132 NCalls = 418 -VariableMetric: Iteration # 129 - FCN = 297326.0001595 Edm = 0.281131 NCalls = 422 -VariableMetric: Iteration # 130 - FCN = 297324.7424504 Edm = 1.33188 NCalls = 428 -VariableMetric: Iteration # 131 - FCN = 297324.3450853 Edm = 0.751388 NCalls = 431 -VariableMetric: Iteration # 132 - FCN = 297322.5491106 Edm = 0.293573 NCalls = 435 -VariableMetric: Iteration # 133 - FCN = 297322.1557101 Edm = 0.129304 NCalls = 437 -VariableMetric: Iteration # 134 - FCN = 297322.0313579 Edm = 0.0571767 NCalls = 439 -VariableMetric: Iteration # 135 - FCN = 297321.7981714 Edm = 0.180315 NCalls = 442 -VariableMetric: Iteration # 136 - FCN = 297320.7004989 Edm = 0.444664 NCalls = 445 -VariableMetric: Iteration # 137 - FCN = 297319.7807378 Edm = 0.403848 NCalls = 447 -VariableMetric: Iteration # 138 - FCN = 297319.0094159 Edm = 0.140303 NCalls = 450 -VariableMetric: Iteration # 139 - FCN = 297318.8209726 Edm = 0.0536726 NCalls = 452 -VariableMetric: Iteration # 140 - FCN = 297318.7927445 Edm = 0.0030797 NCalls = 454 -VariableMetric: Iteration # 141 - FCN = 297318.7895204 Edm = 0.000376124 NCalls = 456 -VariableMetric: Iteration # 142 - FCN = 297318.7888006 Edm = 0.000536551 NCalls = 458 -VariableMetric: Iteration # 143 - FCN = 297318.7867101 Edm = 0.00144361 NCalls = 461 -VariableMetric: Iteration # 144 - FCN = 297318.7738763 Edm = 0.0084247 NCalls = 464 -VariableMetric: Iteration # 145 - FCN = 297318.6535324 Edm = 0.115412 NCalls = 467 -VariableMetric: Iteration # 146 - FCN = 297314.8499929 Edm = 0.968335 NCalls = 474 -VariableMetric: Iteration # 147 - FCN = 297313.7420399 Edm = 0.391968 NCalls = 475 -VariableMetric: Iteration # 148 - FCN = 297313.3754767 Edm = 0.286126 NCalls = 477 -VariableMetric: Iteration # 149 - FCN = 297313.1771336 Edm = 0.0366089 NCalls = 479 -VariableMetric: Iteration # 150 - FCN = 297313.1428992 Edm = 0.00208792 NCalls = 480 -VariableMetric: Iteration # 151 - FCN = 297313.1406541 Edm = 0.000303958 NCalls = 482 -VariableMetric: Iteration # 152 - FCN = 297313.1401832 Edm = 0.000105062 NCalls = 484 -VariableMetric: Iteration # 153 - FCN = 297313.1394097 Edm = 0.000683275 NCalls = 487 -VariableMetric: Iteration # 154 - FCN = 297313.0291759 Edm = 0.0639013 NCalls = 494 -VariableMetric: Iteration # 155 - FCN = 297312.1284557 Edm = 0.478011 NCalls = 497 -VariableMetric: Iteration # 156 - FCN = 297311.0514455 Edm = 0.0550645 NCalls = 500 -VariableMetric: Iteration # 157 - FCN = 297310.9824436 Edm = 0.008203 NCalls = 502 -VariableMetric: Iteration # 158 - FCN = 297310.973541 Edm = 0.00336869 NCalls = 504 -VariableMetric: Iteration # 159 - FCN = 297310.9708645 Edm = 0.000428314 NCalls = 506 -VariableMetric: Iteration # 160 - FCN = 297310.9703465 Edm = 4.59415e-05 NCalls = 508 -VariableMetric: After Hessian - FCN = 297310.9703465 Edm = 169.2 NCalls = 989 -VariableMetric: Iteration # 161 - FCN = 297310.9703465 Edm = 169.2 NCalls = 989 -VariableMetric: Iteration # 162 - FCN = 297310.3067863 Edm = 0.94181 NCalls = 999 -VariableMetric: Iteration # 163 - FCN = 297309.4689432 Edm = 0.125097 NCalls = 1001 -VariableMetric: Iteration # 164 - FCN = 297309.4378271 Edm = 0.0270076 NCalls = 1003 -VariableMetric: Iteration # 165 - FCN = 297309.4234593 Edm = 0.0161901 NCalls = 1006 -VariableMetric: Iteration # 166 - FCN = 297309.4073684 Edm = 0.00691794 NCalls = 1009 -VariableMetric: Iteration # 167 - FCN = 297309.392572 Edm = 0.00956159 NCalls = 1011 -VariableMetric: Iteration # 168 - FCN = 297309.3828058 Edm = 0.00294596 NCalls = 1014 -VariableMetric: Iteration # 169 - FCN = 297309.378563 Edm = 0.00117793 NCalls = 1016 -VariableMetric: Iteration # 170 - FCN = 297309.3768956 Edm = 0.000555679 NCalls = 1018 -VariableMetric: Iteration # 171 - FCN = 297309.3757488 Edm = 0.000877615 NCalls = 1021 -VariableMetric: Iteration # 172 - FCN = 297309.3749424 Edm = 0.000915339 NCalls = 1024 -VariableMetric: Iteration # 173 - FCN = 297309.3729709 Edm = 0.000837714 NCalls = 1028 -VariableMetric: Iteration # 174 - FCN = 297309.3722908 Edm = 0.000453791 NCalls = 1030 -VariableMetric: Iteration # 175 - FCN = 297309.3715601 Edm = 0.000226554 NCalls = 1033 -VariableMetric: Iteration # 176 - FCN = 297309.3710388 Edm = 0.000136521 NCalls = 1036 -VariableMetric: Iteration # 177 - FCN = 297309.3708576 Edm = 0.000103431 NCalls = 1039 -VariableMetric: Iteration # 178 - FCN = 297309.3707382 Edm = 3.93574e-05 NCalls = 1041 -VariableMetric: After Hessian - FCN = 297309.3707382 Edm = 0.000615939 NCalls = 1526 -VariableMetric: Iteration # 179 - FCN = 297309.3707382 Edm = 0.000615939 NCalls = 1526 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314795.1286464 Edm = 12486.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314795.1286464 Edm = 12486.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298265.0846384 Edm = 1.40424 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298233.3201281 Edm = 2.88675 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 297863.1847845 Edm = 94.0257 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297617.1880849 Edm = 182.446 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297498.8069289 Edm = 0.414734 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297498.3225283 Edm = 0.0253682 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297468.7850034 Edm = 16.0755 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297399.7360105 Edm = 14.0326 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297377.6781063 Edm = 2.60664 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297374.1607196 Edm = 0.150066 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297373.9568573 Edm = 0.0654496 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297372.5913616 Edm = 1.25002 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297330.566693 Edm = 1.53735 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297328.1653337 Edm = 0.220619 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297327.77091 Edm = 0.0118625 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297327.7441912 Edm = 0.0181971 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297326.6986325 Edm = 1.00929 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297301.4479385 Edm = 4.93167 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297297.5639327 Edm = 1.34915 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297295.4447346 Edm = 1.02283 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297293.3707237 Edm = 0.723604 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297292.5181801 Edm = 0.259204 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297291.9896544 Edm = 0.420622 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297291.5674636 Edm = 0.505336 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297290.6808103 Edm = 0.312051 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297290.5486724 Edm = 0.37843 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297290.1114974 Edm = 0.449373 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297287.9661993 Edm = 4.51023 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297286.4849782 Edm = 3.90872 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297284.3991093 Edm = 3.44748 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297280.0962012 Edm = 3.53333 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297277.4774033 Edm = 2.61086 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297276.7511026 Edm = 0.119879 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297276.6358428 Edm = 0.0354806 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297276.4315729 Edm = 0.233583 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297275.5331131 Edm = 0.665593 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297270.6290596 Edm = 0.107953 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297270.51666 Edm = 0.004978 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297270.4647074 Edm = 0.0422033 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297265.6964321 Edm = 3.91257 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297244.2119924 Edm = 0.454562 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297243.7875337 Edm = 0.0417047 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297243.760083 Edm = 0.00293471 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297243.755143 Edm = 0.00091301 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297243.7469118 Edm = 0.00696412 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297240.1139353 Edm = 2.51978 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297231.7321322 Edm = 1.34449 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297229.597635 Edm = 0.468753 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297228.9413343 Edm = 0.157687 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297228.8395764 Edm = 0.00641327 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297228.8306858 Edm = 0.00053669 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297228.8293336 Edm = 0.00090269 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297228.8173853 Edm = 0.0161223 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297228.5468637 Edm = 0.236773 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297224.5955071 Edm = 0.799175 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297224.0864882 Edm = 0.112599 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297223.9656849 Edm = 0.0105517 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297223.9545037 Edm = 0.000686223 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297223.9537099 Edm = 7.89889e-05 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297223.9534576 Edm = 0.000214957 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297223.9353587 Edm = 0.0177294 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297222.7473918 Edm = 0.392509 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297222.3280739 Edm = 0.00990913 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297222.3187619 Edm = 0.000392048 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297222.3185105 Edm = 0.000103081 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297222.3182556 Edm = 0.000144247 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297222.3171589 Edm = 0.000579558 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297222.2349648 Edm = 0.0702604 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297221.1841765 Edm = 0.387692 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297220.9776419 Edm = 0.0342553 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297220.9442689 Edm = 0.00245801 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297220.9391994 Edm = 0.000800133 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297220.938167 Edm = 6.6919e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297220.938167 Edm = 3.51257 NCalls = 704 -VariableMetric: Iteration # 74 - FCN = 297220.938167 Edm = 3.51257 NCalls = 704 -VariableMetric: Iteration # 75 - FCN = 297215.0717615 Edm = 5.19725 NCalls = 707 -VariableMetric: Iteration # 76 - FCN = 297213.147167 Edm = 1.55162 NCalls = 709 -VariableMetric: Iteration # 77 - FCN = 297212.4571122 Edm = 0.439292 NCalls = 711 -VariableMetric: Iteration # 78 - FCN = 297211.8727167 Edm = 0.0861511 NCalls = 713 -VariableMetric: Iteration # 79 - FCN = 297211.7344678 Edm = 0.0604581 NCalls = 715 -VariableMetric: Iteration # 80 - FCN = 297211.7055889 Edm = 0.0328997 NCalls = 718 -VariableMetric: Iteration # 81 - FCN = 297211.6414946 Edm = 0.0530324 NCalls = 721 -VariableMetric: Iteration # 82 - FCN = 297211.2918447 Edm = 0.834837 NCalls = 727 -VariableMetric: Iteration # 83 - FCN = 297211.2823682 Edm = 0.0412878 NCalls = 729 -VariableMetric: Iteration # 84 - FCN = 297210.7135941 Edm = 1.6109 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297210.6781852 Edm = 0.0314387 NCalls = 735 -VariableMetric: Iteration # 86 - FCN = 297210.6660857 Edm = 0.0502153 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297210.5873926 Edm = 0.171282 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297209.9036285 Edm = 0.677021 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297207.6481937 Edm = 1.77506 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297206.327188 Edm = 0.90577 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297205.6434941 Edm = 0.181024 NCalls = 756 -VariableMetric: Iteration # 92 - FCN = 297205.4604454 Edm = 0.119301 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297205.3022237 Edm = 0.0476823 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297205.2156951 Edm = 0.0172603 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297205.1656798 Edm = 0.0142443 NCalls = 766 -VariableMetric: Iteration # 96 - FCN = 297205.1331152 Edm = 0.0121346 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297205.1186244 Edm = 0.00532311 NCalls = 771 -VariableMetric: Iteration # 98 - FCN = 297205.1049061 Edm = 0.00447835 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297205.0954231 Edm = 0.00314917 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297205.0887315 Edm = 0.00201167 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297205.0839055 Edm = 0.00165663 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297205.0786509 Edm = 0.00246408 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297205.076217 Edm = 0.000583179 NCalls = 786 -VariableMetric: Iteration # 104 - FCN = 297205.0753535 Edm = 0.000199479 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297205.0743122 Edm = 0.000409214 NCalls = 791 -VariableMetric: Iteration # 106 - FCN = 297205.073046 Edm = 0.000360353 NCalls = 793 -VariableMetric: Iteration # 107 - FCN = 297205.0719825 Edm = 0.000525266 NCalls = 795 -VariableMetric: Iteration # 108 - FCN = 297205.0715729 Edm = 0.000221277 NCalls = 797 -VariableMetric: Iteration # 109 - FCN = 297205.0710945 Edm = 0.000161313 NCalls = 799 -VariableMetric: Iteration # 110 - FCN = 297205.0706368 Edm = 8.84418e-05 NCalls = 801 -VariableMetric: Iteration # 111 - FCN = 297205.0704851 Edm = 5.31023e-05 NCalls = 803 -VariableMetric: After Hessian - FCN = 297205.0704851 Edm = 0.0010053 NCalls = 1294 -VariableMetric: Iteration # 112 - FCN = 297205.0704851 Edm = 0.0010053 NCalls = 1294 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301682.9357495 Edm = 27.0326 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301682.9357495 Edm = 27.0326 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300577.0097983 Edm = 2.75492 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300560.6779281 Edm = 2.88387 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 300416.1583305 Edm = 142.185 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300332.8493803 Edm = 107.779 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300115.9872691 Edm = 138.51 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297979.3090321 Edm = 1.47486 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297975.5725314 Edm = 1.09512 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297966.0201513 Edm = 1.70731 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297904.5743005 Edm = 34.1047 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297801.5787829 Edm = 26.9431 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297768.6684884 Edm = 2.15208 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297767.0224493 Edm = 0.101386 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297766.6711093 Edm = 0.253043 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297745.7934801 Edm = 8.57313 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297735.655864 Edm = 3.40408 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297734.4553121 Edm = 0.18844 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297733.3088802 Edm = 0.198389 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297732.7352416 Edm = 0.276133 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297709.9239971 Edm = 5.83653 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297708.6398091 Edm = 12.2439 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297689.2089535 Edm = 25.8567 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297649.5861295 Edm = 22.3442 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297627.8451391 Edm = 8.2414 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297624.0337545 Edm = 0.410282 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297623.3701104 Edm = 0.0485591 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297623.2843666 Edm = 0.0177822 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297622.8112314 Edm = 0.309435 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297601.1401367 Edm = 4.36101 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297598.6126347 Edm = 6.6387 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297592.9991628 Edm = 1.73129 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297588.5460682 Edm = 3.55736 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297585.0082068 Edm = 2.95816 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297580.5700955 Edm = 4.31855 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297570.7894141 Edm = 0.965915 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297570.5807477 Edm = 0.848185 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297568.6699853 Edm = 1.78247 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297561.7428245 Edm = 10.422 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297553.9647919 Edm = 8.64517 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297531.5361071 Edm = 3.48514 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297530.7036428 Edm = 1.83651 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297529.3499145 Edm = 1.1234 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297522.113996 Edm = 5.68907 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297516.2377735 Edm = 9.10931 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297506.8579251 Edm = 6.16937 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297501.1301824 Edm = 3.28825 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297499.7094471 Edm = 1.70552 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297497.7155796 Edm = 1.77338 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297492.3871078 Edm = 4.6583 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297488.722432 Edm = 3.5681 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297481.2701139 Edm = 2.18885 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297476.6421008 Edm = 0.730905 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297474.8963604 Edm = 4.40059 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297473.266446 Edm = 3.65708 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297468.0464247 Edm = 4.31177 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297467.4640011 Edm = 0.885612 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297459.506069 Edm = 4.84992 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297448.4156781 Edm = 2.82778 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297445.7507441 Edm = 4.49173 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297444.4579375 Edm = 0.661343 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297442.2133475 Edm = 1.32445 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297439.1322214 Edm = 2.43433 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297437.214276 Edm = 1.04494 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297435.844119 Edm = 0.257122 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297435.5093937 Edm = 0.115036 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297435.3059938 Edm = 0.0549482 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297434.4586325 Edm = 0.772346 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297426.1682613 Edm = 5.01344 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297425.0262958 Edm = 1.82766 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297423.8838222 Edm = 0.426974 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297423.3653616 Edm = 0.287771 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297422.7706791 Edm = 0.0784016 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297422.6652675 Edm = 0.0171987 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297422.6434595 Edm = 0.0176867 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297422.6138584 Edm = 0.00959762 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297422.1615067 Edm = 1.82466 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297422.1252319 Edm = 0.240553 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297422.0389234 Edm = 0.0209172 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297421.6451771 Edm = 0.211865 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297421.6204797 Edm = 0.0304021 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297421.2226495 Edm = 0.344675 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297420.1235291 Edm = 0.662427 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297419.6171606 Edm = 0.155364 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297419.4169803 Edm = 0.0114761 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297419.3105516 Edm = 0.100985 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297417.0911733 Edm = 2.00915 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297407.362347 Edm = 2.14865 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297405.2981502 Edm = 0.363361 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297405.0134247 Edm = 0.0160335 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297404.9989614 Edm = 0.00517715 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297404.9905806 Edm = 0.00642925 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297404.8936022 Edm = 0.0780938 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297401.9326976 Edm = 2.23039 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297388.5930918 Edm = 11.6863 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297387.5988442 Edm = 1.66618 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297386.4452547 Edm = 0.0977207 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297386.3537043 Edm = 0.0188801 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297386.2968912 Edm = 0.026731 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297386.1539375 Edm = 0.0797696 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297385.7715654 Edm = 0.078975 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297385.6930668 Edm = 0.0266794 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297385.67413 Edm = 0.00151531 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297385.6705335 Edm = 0.00182544 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297385.499231 Edm = 0.160044 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297376.9461667 Edm = 5.42845 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297370.0146477 Edm = 1.86098 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297367.9268489 Edm = 0.597378 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297367.2935918 Edm = 0.0384198 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297367.2560305 Edm = 0.0031541 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297367.2527788 Edm = 0.00138542 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297367.2410375 Edm = 0.00749552 NCalls = 352 -VariableMetric: Iteration # 111 - FCN = 297367.1925629 Edm = 0.0257973 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297367.0152726 Edm = 0.121925 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297367.0041639 Edm = 0.0864386 NCalls = 363 -VariableMetric: Iteration # 114 - FCN = 297366.956641 Edm = 0.0433634 NCalls = 366 -VariableMetric: Iteration # 115 - FCN = 297366.7818403 Edm = 0.0963606 NCalls = 371 -VariableMetric: Iteration # 116 - FCN = 297366.7176534 Edm = 0.122964 NCalls = 373 -VariableMetric: Iteration # 117 - FCN = 297366.5858473 Edm = 0.0118682 NCalls = 375 -VariableMetric: Iteration # 118 - FCN = 297366.569925 Edm = 0.00421317 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297366.5339554 Edm = 0.0372427 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297365.5561926 Edm = 1.12609 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297365.504037 Edm = 0.243391 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297364.0100216 Edm = 1.2747 NCalls = 403 -VariableMetric: Iteration # 123 - FCN = 297364.0058707 Edm = 0.0564105 NCalls = 406 -VariableMetric: Iteration # 124 - FCN = 297363.7637543 Edm = 0.0634246 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 297363.6159607 Edm = 0.0767378 NCalls = 411 -VariableMetric: Iteration # 126 - FCN = 297361.6381061 Edm = 1.56704 NCalls = 415 -VariableMetric: Iteration # 127 - FCN = 297355.3945168 Edm = 0.938355 NCalls = 418 -VariableMetric: Iteration # 128 - FCN = 297354.4052973 Edm = 0.126632 NCalls = 419 -VariableMetric: Iteration # 129 - FCN = 297354.2550662 Edm = 0.0634912 NCalls = 421 -VariableMetric: Iteration # 130 - FCN = 297354.1195471 Edm = 0.0211099 NCalls = 424 -VariableMetric: Iteration # 131 - FCN = 297354.1011093 Edm = 0.00060844 NCalls = 426 -VariableMetric: Iteration # 132 - FCN = 297354.1001675 Edm = 0.000356565 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297354.0896029 Edm = 0.013975 NCalls = 433 -VariableMetric: Iteration # 134 - FCN = 297353.6953448 Edm = 0.0349642 NCalls = 440 -VariableMetric: Iteration # 135 - FCN = 297350.4802405 Edm = 1.2336 NCalls = 442 -VariableMetric: Iteration # 136 - FCN = 297346.294388 Edm = 0.462032 NCalls = 444 -VariableMetric: Iteration # 137 - FCN = 297345.9177865 Edm = 0.129324 NCalls = 446 -VariableMetric: Iteration # 138 - FCN = 297345.8323191 Edm = 0.0113491 NCalls = 448 -VariableMetric: Iteration # 139 - FCN = 297345.8218328 Edm = 0.00179032 NCalls = 449 -VariableMetric: Iteration # 140 - FCN = 297345.8194151 Edm = 0.000494171 NCalls = 451 -VariableMetric: Iteration # 141 - FCN = 297345.8164209 Edm = 0.0023491 NCalls = 454 -VariableMetric: Iteration # 142 - FCN = 297345.7604986 Edm = 0.0521412 NCalls = 458 -VariableMetric: Iteration # 143 - FCN = 297344.1724841 Edm = 1.15814 NCalls = 463 -VariableMetric: Iteration # 144 - FCN = 297341.8381779 Edm = 0.199727 NCalls = 465 -VariableMetric: Iteration # 145 - FCN = 297341.6505628 Edm = 0.0109943 NCalls = 467 -VariableMetric: Iteration # 146 - FCN = 297341.6425475 Edm = 0.00119121 NCalls = 469 -VariableMetric: Iteration # 147 - FCN = 297341.6412849 Edm = 0.000373639 NCalls = 471 -VariableMetric: Iteration # 148 - FCN = 297341.6366018 Edm = 0.00362421 NCalls = 475 -VariableMetric: Iteration # 149 - FCN = 297341.56928 Edm = 0.0478974 NCalls = 479 -VariableMetric: Iteration # 150 - FCN = 297339.0744496 Edm = 1.84956 NCalls = 484 -VariableMetric: Iteration # 151 - FCN = 297334.119848 Edm = 1.15356 NCalls = 487 -VariableMetric: Iteration # 152 - FCN = 297332.5966843 Edm = 0.0986096 NCalls = 488 -VariableMetric: Iteration # 153 - FCN = 297332.4916164 Edm = 0.0154258 NCalls = 490 -VariableMetric: Iteration # 154 - FCN = 297332.4717346 Edm = 0.00295894 NCalls = 492 -VariableMetric: Iteration # 155 - FCN = 297332.4680083 Edm = 0.000686737 NCalls = 494 -VariableMetric: Iteration # 156 - FCN = 297332.4667247 Edm = 0.000954154 NCalls = 496 -VariableMetric: Iteration # 157 - FCN = 297332.4630086 Edm = 0.00375982 NCalls = 499 -VariableMetric: Iteration # 158 - FCN = 297332.4463018 Edm = 0.0169912 NCalls = 503 -VariableMetric: Iteration # 159 - FCN = 297332.4345997 Edm = 0.0113635 NCalls = 507 -VariableMetric: Iteration # 160 - FCN = 297331.7555262 Edm = 0.0144864 NCalls = 514 -VariableMetric: Iteration # 161 - FCN = 297326.5282046 Edm = 0.451558 NCalls = 517 -VariableMetric: Iteration # 162 - FCN = 297326.0435902 Edm = 0.176236 NCalls = 520 -VariableMetric: Iteration # 163 - FCN = 297325.8090645 Edm = 0.0877601 NCalls = 522 -VariableMetric: Iteration # 164 - FCN = 297325.5982693 Edm = 0.189153 NCalls = 525 -VariableMetric: Iteration # 165 - FCN = 297325.4157343 Edm = 0.108116 NCalls = 529 -VariableMetric: Iteration # 166 - FCN = 297325.3465055 Edm = 0.0480574 NCalls = 531 -VariableMetric: Iteration # 167 - FCN = 297325.3010463 Edm = 0.00376265 NCalls = 533 -VariableMetric: Iteration # 168 - FCN = 297325.2961706 Edm = 0.00038074 NCalls = 535 -VariableMetric: Iteration # 169 - FCN = 297325.2958137 Edm = 2.28801e-05 NCalls = 537 -VariableMetric: After Hessian - FCN = 297325.2958137 Edm = 99.1653 NCalls = 1008 -VariableMetric: Iteration # 170 - FCN = 297325.2958137 Edm = 99.1653 NCalls = 1008 -VariableMetric: Iteration # 171 - FCN = 297324.6996167 Edm = 0.2563 NCalls = 1013 -VariableMetric: Iteration # 172 - FCN = 297323.2757771 Edm = 1.52475 NCalls = 1019 -VariableMetric: Iteration # 173 - FCN = 297323.204789 Edm = 1.73284 NCalls = 1022 -VariableMetric: Iteration # 174 - FCN = 297322.2095599 Edm = 0.480671 NCalls = 1025 -VariableMetric: Iteration # 175 - FCN = 297321.6239099 Edm = 0.783258 NCalls = 1030 -VariableMetric: Iteration # 176 - FCN = 297320.9404707 Edm = 1.90681 NCalls = 1033 -VariableMetric: Iteration # 177 - FCN = 297318.5782097 Edm = 1.34314 NCalls = 1039 -VariableMetric: Iteration # 178 - FCN = 297318.0665492 Edm = 0.991365 NCalls = 1041 -VariableMetric: Iteration # 179 - FCN = 297317.4138856 Edm = 0.824309 NCalls = 1043 -VariableMetric: Iteration # 180 - FCN = 297316.6504638 Edm = 0.230262 NCalls = 1046 -VariableMetric: Iteration # 181 - FCN = 297316.3087961 Edm = 0.181754 NCalls = 1048 -VariableMetric: Iteration # 182 - FCN = 297316.0826376 Edm = 0.155206 NCalls = 1051 -VariableMetric: Iteration # 183 - FCN = 297315.9118325 Edm = 0.0760997 NCalls = 1054 -VariableMetric: Iteration # 184 - FCN = 297315.7901462 Edm = 0.050802 NCalls = 1056 -VariableMetric: Iteration # 185 - FCN = 297315.6196774 Edm = 0.0693484 NCalls = 1059 -VariableMetric: Iteration # 186 - FCN = 297315.5553566 Edm = 0.092334 NCalls = 1061 -VariableMetric: Iteration # 187 - FCN = 297315.3883534 Edm = 0.0570236 NCalls = 1063 -VariableMetric: Iteration # 188 - FCN = 297315.2589237 Edm = 0.0419849 NCalls = 1066 -VariableMetric: Iteration # 189 - FCN = 297315.2079491 Edm = 0.0491492 NCalls = 1068 -VariableMetric: Iteration # 190 - FCN = 297315.1309853 Edm = 0.0380037 NCalls = 1070 -VariableMetric: Iteration # 191 - FCN = 297315.0329689 Edm = 0.0547589 NCalls = 1073 -VariableMetric: Iteration # 192 - FCN = 297314.9356529 Edm = 0.132788 NCalls = 1076 -VariableMetric: Iteration # 193 - FCN = 297314.7843394 Edm = 0.119289 NCalls = 1080 -VariableMetric: Iteration # 194 - FCN = 297314.6116827 Edm = 0.0662672 NCalls = 1085 -VariableMetric: Iteration # 195 - FCN = 297314.6001231 Edm = 0.0634646 NCalls = 1087 -VariableMetric: Iteration # 196 - FCN = 297314.5606215 Edm = 0.0269282 NCalls = 1090 -VariableMetric: Iteration # 197 - FCN = 297314.5366532 Edm = 0.0154331 NCalls = 1092 -VariableMetric: Iteration # 198 - FCN = 297314.5172526 Edm = 0.00634341 NCalls = 1094 -VariableMetric: Iteration # 199 - FCN = 297314.5044923 Edm = 0.00680277 NCalls = 1096 -VariableMetric: Iteration # 200 - FCN = 297314.4976966 Edm = 0.0147173 NCalls = 1099 -VariableMetric: Iteration # 201 - FCN = 297314.4832102 Edm = 0.00663191 NCalls = 1102 -VariableMetric: Iteration # 202 - FCN = 297314.4676169 Edm = 0.00526277 NCalls = 1105 -VariableMetric: Iteration # 203 - FCN = 297314.4611686 Edm = 0.00471818 NCalls = 1107 -VariableMetric: Iteration # 204 - FCN = 297314.4531802 Edm = 0.00510847 NCalls = 1113 -VariableMetric: Iteration # 205 - FCN = 297314.4489121 Edm = 0.00816261 NCalls = 1116 -VariableMetric: Iteration # 206 - FCN = 297314.4416918 Edm = 0.00661955 NCalls = 1118 -VariableMetric: Iteration # 207 - FCN = 297314.4357068 Edm = 0.00393852 NCalls = 1121 -VariableMetric: Iteration # 208 - FCN = 297314.4317714 Edm = 0.00184695 NCalls = 1124 -VariableMetric: Iteration # 209 - FCN = 297314.4299227 Edm = 0.000251337 NCalls = 1126 -VariableMetric: Iteration # 210 - FCN = 297314.4294815 Edm = 0.000215674 NCalls = 1128 -VariableMetric: Iteration # 211 - FCN = 297314.4282532 Edm = 0.000786435 NCalls = 1131 -VariableMetric: Iteration # 212 - FCN = 297314.4271848 Edm = 0.000629728 NCalls = 1134 -VariableMetric: Iteration # 213 - FCN = 297314.4255906 Edm = 0.000376077 NCalls = 1136 -VariableMetric: Iteration # 214 - FCN = 297314.4250322 Edm = 8.52173e-05 NCalls = 1138 -VariableMetric: Iteration # 215 - FCN = 297314.4249441 Edm = 4.51741e-05 NCalls = 1139 -VariableMetric: After Hessian - FCN = 297314.4249441 Edm = 0.0015014 NCalls = 1626 -VariableMetric: Iteration # 216 - FCN = 297314.4249441 Edm = 0.0015014 NCalls = 1626 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314894.1525094 Edm = 25.6658 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314894.1525094 Edm = 25.6658 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305445.8417393 Edm = 70.3697 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 305387.9831604 Edm = 71.8839 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 302977.2147063 Edm = 838.095 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298589.0999428 Edm = 60.0846 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298561.1239911 Edm = 32.1103 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298240.3892524 Edm = 5.40053 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298234.3093168 Edm = 3.60793 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298232.0766223 Edm = 0.202096 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298220.9230369 Edm = 9.88553 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298104.8173056 Edm = 6.93527 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298098.5137899 Edm = 0.159148 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298098.1287392 Edm = 0.286515 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298080.465169 Edm = 17.7319 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298074.9594023 Edm = 5.0897 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297801.6090736 Edm = 33.9134 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297745.9255696 Edm = 4.84702 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297740.58652 Edm = 0.0769451 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297740.4109728 Edm = 0.14842 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297738.6303497 Edm = 2.06288 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297674.5396101 Edm = 32.2501 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297484.0149945 Edm = 45.2447 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297424.4802052 Edm = 1.76924 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297422.0450182 Edm = 0.0892254 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297421.9252891 Edm = 0.014757 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297421.6606214 Edm = 0.239192 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297395.285763 Edm = 19.4011 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297346.049764 Edm = 25.2992 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297286.6830074 Edm = 6.47694 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297277.4213155 Edm = 0.585356 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297276.9484633 Edm = 0.0601201 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297276.8868744 Edm = 0.00542612 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297276.8663485 Edm = 0.0132574 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297276.5426221 Edm = 0.338266 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297252.7508104 Edm = 0.326315 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297187.134028 Edm = 2.65738 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297184.8621902 Edm = 0.610762 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297184.3574589 Edm = 0.00975887 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297184.3389527 Edm = 0.00874362 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297184.267943 Edm = 0.0724562 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297182.5547721 Edm = 1.39919 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297133.2605122 Edm = 15.7771 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297108.3990522 Edm = 3.16947 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297105.1511185 Edm = 0.253846 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297104.9474129 Edm = 0.0201498 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297104.9291826 Edm = 0.00147004 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297104.9262192 Edm = 0.00173675 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297104.879124 Edm = 0.0481039 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297103.5497507 Edm = 0.13451 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297092.6624549 Edm = 3.02502 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297086.3016813 Edm = 0.177689 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297086.1254722 Edm = 0.00614557 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297086.119525 Edm = 0.000224634 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297086.1188122 Edm = 0.000484661 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297086.0919309 Edm = 0.0280063 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297085.8018497 Edm = 0.0142434 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297083.8213343 Edm = 0.246481 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297083.4904426 Edm = 0.0242648 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297083.4702264 Edm = 0.000661778 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297083.4693224 Edm = 6.21647e-05 NCalls = 195 -VariableMetric: After Hessian - FCN = 297083.4693224 Edm = 2691.87 NCalls = 668 -VariableMetric: Iteration # 60 - FCN = 297083.4693224 Edm = 2691.87 NCalls = 668 -VariableMetric: Iteration # 61 - FCN = 297081.8898107 Edm = 135.043 NCalls = 678 -VariableMetric: Iteration # 62 - FCN = 297080.4815794 Edm = 2.90856 NCalls = 681 -VariableMetric: Iteration # 63 - FCN = 297079.1755357 Edm = 0.192947 NCalls = 685 -VariableMetric: Iteration # 64 - FCN = 297078.8566171 Edm = 0.357128 NCalls = 688 -VariableMetric: Iteration # 65 - FCN = 297078.5406743 Edm = 0.347702 NCalls = 691 -VariableMetric: Iteration # 66 - FCN = 297076.6784052 Edm = 0.226475 NCalls = 695 -VariableMetric: Iteration # 67 - FCN = 297075.4268097 Edm = 0.486889 NCalls = 698 -VariableMetric: Iteration # 68 - FCN = 297075.1059262 Edm = 0.199075 NCalls = 700 -VariableMetric: Iteration # 69 - FCN = 297074.9427883 Edm = 0.0702091 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297074.7620907 Edm = 0.067419 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297074.5911444 Edm = 0.0219229 NCalls = 706 -VariableMetric: Iteration # 72 - FCN = 297074.4884081 Edm = 0.0436888 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297074.4086712 Edm = 0.0299579 NCalls = 711 -VariableMetric: Iteration # 74 - FCN = 297074.3488172 Edm = 0.0189724 NCalls = 713 -VariableMetric: Iteration # 75 - FCN = 297074.2830386 Edm = 0.0388254 NCalls = 715 -VariableMetric: Iteration # 76 - FCN = 297074.2139676 Edm = 0.00701789 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297074.1949429 Edm = 0.0127962 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297074.1282635 Edm = 0.0294581 NCalls = 722 -VariableMetric: Iteration # 79 - FCN = 297074.0994071 Edm = 0.00807779 NCalls = 724 -VariableMetric: Iteration # 80 - FCN = 297074.0776573 Edm = 0.0150145 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297073.9305396 Edm = 0.03924 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297073.8793768 Edm = 0.0390036 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297073.7607328 Edm = 0.110443 NCalls = 734 -VariableMetric: Iteration # 84 - FCN = 297073.6130611 Edm = 0.193631 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297073.2332936 Edm = 0.22463 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297072.9307135 Edm = 1.19126 NCalls = 748 -VariableMetric: Iteration # 87 - FCN = 297072.5395391 Edm = 0.386059 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297072.178766 Edm = 0.36732 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297071.673054 Edm = 0.418533 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297070.4626877 Edm = 0.547057 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297070.1919798 Edm = 0.809114 NCalls = 771 -VariableMetric: Iteration # 92 - FCN = 297067.9320094 Edm = 1.42714 NCalls = 774 -VariableMetric: Iteration # 93 - FCN = 297066.8919776 Edm = 1.64336 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297064.889066 Edm = 0.630206 NCalls = 779 -VariableMetric: Iteration # 95 - FCN = 297063.3531652 Edm = 2.45161 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297061.4709013 Edm = 1.76484 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297059.6691516 Edm = 1.1494 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297058.8181617 Edm = 0.413326 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297058.3981303 Edm = 0.348176 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297057.3991059 Edm = 0.440969 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297056.4841275 Edm = 0.207368 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297056.1570176 Edm = 0.242673 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297055.8112447 Edm = 0.174707 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297055.4914331 Edm = 0.155969 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297055.1436725 Edm = 0.124497 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297054.8904456 Edm = 0.116275 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297054.6778212 Edm = 0.0871066 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297054.4863185 Edm = 0.0610558 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297054.3634963 Edm = 0.023013 NCalls = 815 -VariableMetric: Iteration # 110 - FCN = 297054.3021865 Edm = 0.0244595 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297054.2034342 Edm = 0.0286494 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297054.1665821 Edm = 0.0101541 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297054.1352732 Edm = 0.0131348 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297054.093354 Edm = 0.00503714 NCalls = 825 -VariableMetric: Iteration # 115 - FCN = 297054.0791423 Edm = 0.00671525 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297054.0704627 Edm = 0.00363442 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297054.0639257 Edm = 0.00198527 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297054.0571301 Edm = 0.00121167 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297054.0534127 Edm = 0.00127759 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297054.0486261 Edm = 0.00112265 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297054.0468078 Edm = 0.000365828 NCalls = 839 -VariableMetric: Iteration # 122 - FCN = 297054.0455559 Edm = 0.000457141 NCalls = 841 -VariableMetric: Iteration # 123 - FCN = 297054.0444615 Edm = 5.78912e-05 NCalls = 843 -VariableMetric: After Hessian - FCN = 297054.0444615 Edm = 0.000197037 NCalls = 1322 -VariableMetric: Iteration # 124 - FCN = 297054.0444615 Edm = 0.000197037 NCalls = 1322 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302916.45695 Edm = 9.39372 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302916.45695 Edm = 9.39372 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299109.3213716 Edm = 1.08464 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299098.2853882 Edm = 1.56799 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298268.914126 Edm = 21.9626 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298120.6546861 Edm = 66.7059 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297832.1900289 Edm = 7.25016 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297817.9605903 Edm = 3.20385 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297812.5270732 Edm = 0.391381 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297809.2917752 Edm = 2.86926 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297694.0056115 Edm = 43.8968 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297642.0666327 Edm = 5.25396 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297635.4905463 Edm = 0.120131 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297635.1920163 Edm = 0.140306 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297612.2931192 Edm = 18.5694 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297561.6359654 Edm = 0.476841 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297560.8966691 Edm = 0.0426323 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297560.8400756 Edm = 0.00862421 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297560.8007336 Edm = 0.0274443 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297529.6195131 Edm = 10.4297 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297511.1829778 Edm = 14.8802 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297493.1629938 Edm = 6.64943 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297483.4254824 Edm = 3.64328 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297477.3603132 Edm = 5.77989 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297473.7769977 Edm = 2.83624 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297468.3165442 Edm = 1.86121 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297466.8318442 Edm = 2.12521 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297465.4936589 Edm = 0.873008 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297465.1290831 Edm = 0.0845186 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297465.0644711 Edm = 0.00478034 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297465.0597732 Edm = 0.00222117 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297464.9925966 Edm = 0.0886711 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297464.9776378 Edm = 0.0134972 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297464.4955824 Edm = 0.386589 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297454.3587733 Edm = 1.21436 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297452.6376433 Edm = 0.0683008 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297452.5782201 Edm = 0.0140807 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297452.5635813 Edm = 0.00206254 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297452.503866 Edm = 0.0432844 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297452.3336804 Edm = 0.102042 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297452.2844386 Edm = 0.0879361 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297452.0192176 Edm = 0.212592 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297451.4581416 Edm = 0.408072 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297450.9413102 Edm = 0.235503 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297450.7376044 Edm = 0.343937 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297450.4940767 Edm = 0.0922453 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297450.3618505 Edm = 0.0258667 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297450.3373677 Edm = 0.0102099 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297450.3251244 Edm = 0.00431954 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297450.2590297 Edm = 0.0516478 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297449.0587508 Edm = 1.44929 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297446.440817 Edm = 2.98144 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297445.8055709 Edm = 2.53464 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297439.6964722 Edm = 4.39777 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297435.0372586 Edm = 6.62844 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297431.3484333 Edm = 1.52759 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297429.8143687 Edm = 1.41478 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297429.0511799 Edm = 0.354121 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297428.8444432 Edm = 0.0321935 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297428.8124126 Edm = 0.00125233 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297428.8101628 Edm = 0.00229286 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297428.7955728 Edm = 0.0156002 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297428.2446892 Edm = 0.469278 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297424.1440208 Edm = 2.22341 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297420.6519759 Edm = 0.361672 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297420.2794538 Edm = 0.106968 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297420.1772721 Edm = 0.0261046 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297420.156037 Edm = 0.00159154 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297420.1535585 Edm = 0.000719849 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297420.1496155 Edm = 0.001538 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297420.1362828 Edm = 0.0101353 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297415.5833564 Edm = 3.77143 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297407.5705994 Edm = 3.75729 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297404.5005448 Edm = 0.855015 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297404.0722299 Edm = 0.0627523 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297404.0281267 Edm = 0.00482872 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297404.0198505 Edm = 0.00335686 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297403.9827955 Edm = 0.0388598 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297403.2808618 Edm = 0.625798 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297394.1775903 Edm = 7.84731 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297367.7098383 Edm = 4.62965 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297361.8967926 Edm = 2.34619 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297360.388194 Edm = 1.03713 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297358.7192907 Edm = 0.440376 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297356.785259 Edm = 0.277677 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297356.2163324 Edm = 0.537986 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297355.5118758 Edm = 0.540845 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297355.0863459 Edm = 0.495992 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297354.7486347 Edm = 0.449891 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297354.336107 Edm = 0.54462 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297354.1397926 Edm = 0.246994 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297353.6010675 Edm = 0.424541 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297353.1200795 Edm = 0.6879 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297352.4284915 Edm = 0.392128 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297351.5992153 Edm = 0.87483 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297351.1179122 Edm = 0.145587 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297350.9318104 Edm = 0.0102271 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297350.9123959 Edm = 0.00603926 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297350.9000662 Edm = 0.00188836 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297350.8964885 Edm = 0.00150414 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297350.8909038 Edm = 0.00467232 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297350.6990912 Edm = 0.13888 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297348.0268214 Edm = 1.47635 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297339.898435 Edm = 2.25737 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297339.3285909 Edm = 0.790444 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297338.4858063 Edm = 0.151494 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297338.3741891 Edm = 0.0314077 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297338.3008209 Edm = 0.0295239 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297338.2178053 Edm = 0.0396074 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297338.0648476 Edm = 0.127625 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297337.904981 Edm = 0.0597559 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297337.8240909 Edm = 0.0402613 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297337.8061344 Edm = 0.00270801 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297337.801371 Edm = 0.000768298 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297337.7996747 Edm = 0.000624255 NCalls = 353 -VariableMetric: Iteration # 114 - FCN = 297337.7935513 Edm = 0.00534169 NCalls = 356 -VariableMetric: Iteration # 115 - FCN = 297337.65629 Edm = 0.148178 NCalls = 360 -VariableMetric: Iteration # 116 - FCN = 297337.5565875 Edm = 0.0973637 NCalls = 364 -VariableMetric: Iteration # 117 - FCN = 297335.6852543 Edm = 2.90685 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297335.4897931 Edm = 0.2293 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297335.4350775 Edm = 0.0503473 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297332.8136679 Edm = 2.91767 NCalls = 386 -VariableMetric: Iteration # 121 - FCN = 297331.9847464 Edm = 0.866041 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297331.9440322 Edm = 0.0313932 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297331.2616969 Edm = 0.729324 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297331.0266454 Edm = 0.570193 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297328.9552393 Edm = 0.8936 NCalls = 410 -VariableMetric: Iteration # 126 - FCN = 297327.6341618 Edm = 0.165323 NCalls = 412 -VariableMetric: Iteration # 127 - FCN = 297327.4785347 Edm = 0.0325951 NCalls = 414 -VariableMetric: Iteration # 128 - FCN = 297327.4268107 Edm = 0.00440924 NCalls = 416 -VariableMetric: Iteration # 129 - FCN = 297327.4190667 Edm = 0.00129356 NCalls = 418 -VariableMetric: Iteration # 130 - FCN = 297327.4104419 Edm = 0.00629762 NCalls = 421 -VariableMetric: Iteration # 131 - FCN = 297327.3388348 Edm = 0.0699847 NCalls = 424 -VariableMetric: Iteration # 132 - FCN = 297325.0224093 Edm = 1.92171 NCalls = 430 -VariableMetric: Iteration # 133 - FCN = 297312.248543 Edm = 5.88802 NCalls = 434 -VariableMetric: Iteration # 134 - FCN = 297308.6204776 Edm = 5.35513 NCalls = 436 -VariableMetric: Iteration # 135 - FCN = 297307.0889784 Edm = 1.86817 NCalls = 438 -VariableMetric: Iteration # 136 - FCN = 297305.5348459 Edm = 0.404705 NCalls = 440 -VariableMetric: Iteration # 137 - FCN = 297304.8749052 Edm = 0.308097 NCalls = 442 -VariableMetric: Iteration # 138 - FCN = 297304.6344798 Edm = 0.142153 NCalls = 444 -VariableMetric: Iteration # 139 - FCN = 297304.476536 Edm = 0.0679434 NCalls = 447 -VariableMetric: Iteration # 140 - FCN = 297304.3036999 Edm = 0.155182 NCalls = 450 -VariableMetric: Iteration # 141 - FCN = 297304.0963564 Edm = 0.222677 NCalls = 453 -VariableMetric: Iteration # 142 - FCN = 297303.9260081 Edm = 0.221131 NCalls = 457 -VariableMetric: Iteration # 143 - FCN = 297303.7504809 Edm = 0.131174 NCalls = 460 -VariableMetric: Iteration # 144 - FCN = 297303.6613462 Edm = 0.125395 NCalls = 462 -VariableMetric: Iteration # 145 - FCN = 297303.5597484 Edm = 0.0363994 NCalls = 465 -VariableMetric: Iteration # 146 - FCN = 297303.5189482 Edm = 0.00475261 NCalls = 467 -VariableMetric: Iteration # 147 - FCN = 297303.5147727 Edm = 0.000738652 NCalls = 469 -VariableMetric: Iteration # 148 - FCN = 297303.513743 Edm = 0.000362065 NCalls = 471 -VariableMetric: Iteration # 149 - FCN = 297303.5091453 Edm = 0.00415099 NCalls = 474 -VariableMetric: Iteration # 150 - FCN = 297303.4938729 Edm = 0.00373381 NCalls = 476 -VariableMetric: Iteration # 151 - FCN = 297303.4894462 Edm = 0.00113113 NCalls = 478 -VariableMetric: Iteration # 152 - FCN = 297303.4875979 Edm = 0.0011516 NCalls = 481 -VariableMetric: Iteration # 153 - FCN = 297303.4862379 Edm = 0.00050367 NCalls = 484 -VariableMetric: Iteration # 154 - FCN = 297303.4854152 Edm = 0.000294152 NCalls = 487 -VariableMetric: Iteration # 155 - FCN = 297303.4843155 Edm = 0.000661341 NCalls = 491 -VariableMetric: Iteration # 156 - FCN = 297303.479732 Edm = 0.00181202 NCalls = 495 -VariableMetric: Iteration # 157 - FCN = 297303.4793441 Edm = 0.00370395 NCalls = 497 -VariableMetric: Iteration # 158 - FCN = 297303.4783089 Edm = 0.00347457 NCalls = 499 -VariableMetric: Iteration # 159 - FCN = 297303.4772759 Edm = 0.00296312 NCalls = 501 -VariableMetric: Iteration # 160 - FCN = 297303.4757082 Edm = 0.000854346 NCalls = 503 -VariableMetric: Iteration # 161 - FCN = 297303.4739136 Edm = 0.00234182 NCalls = 506 -VariableMetric: Iteration # 162 - FCN = 297303.4643465 Edm = 0.0046434 NCalls = 511 -VariableMetric: Iteration # 163 - FCN = 297303.459632 Edm = 0.0126963 NCalls = 512 -VariableMetric: Iteration # 164 - FCN = 297303.4547243 Edm = 0.00210478 NCalls = 514 -VariableMetric: Iteration # 165 - FCN = 297303.4505375 Edm = 0.000888354 NCalls = 517 -VariableMetric: Iteration # 166 - FCN = 297303.448292 Edm = 0.000625067 NCalls = 519 -VariableMetric: Iteration # 167 - FCN = 297303.4478794 Edm = 0.000231092 NCalls = 521 -VariableMetric: Iteration # 168 - FCN = 297303.4475048 Edm = 0.000137995 NCalls = 523 -VariableMetric: Iteration # 169 - FCN = 297303.4443589 Edm = 0.00233995 NCalls = 527 -VariableMetric: Iteration # 170 - FCN = 297303.3685803 Edm = 0.0848047 NCalls = 533 -VariableMetric: Iteration # 171 - FCN = 297303.3453993 Edm = 0.0792667 NCalls = 537 -VariableMetric: Iteration # 172 - FCN = 297303.3035492 Edm = 0.0787017 NCalls = 542 -VariableMetric: Iteration # 173 - FCN = 297302.9886347 Edm = 0.0565668 NCalls = 547 -VariableMetric: Iteration # 174 - FCN = 297302.8416401 Edm = 0.0302101 NCalls = 549 -VariableMetric: Iteration # 175 - FCN = 297302.8092101 Edm = 0.00528505 NCalls = 552 -VariableMetric: Iteration # 176 - FCN = 297302.8052512 Edm = 0.000625771 NCalls = 554 -VariableMetric: Iteration # 177 - FCN = 297302.8034106 Edm = 0.00041201 NCalls = 556 -VariableMetric: Iteration # 178 - FCN = 297302.8027817 Edm = 2.33903e-05 NCalls = 558 -VariableMetric: After Hessian - FCN = 297302.8027817 Edm = 0.582917 NCalls = 1037 -VariableMetric: Iteration # 179 - FCN = 297302.8027817 Edm = 0.582917 NCalls = 1037 -VariableMetric: Iteration # 180 - FCN = 297302.6631609 Edm = 0.680448 NCalls = 1039 -VariableMetric: Iteration # 181 - FCN = 297302.6618754 Edm = 73.1022 NCalls = 1045 -VariableMetric: Iteration # 182 - FCN = 297302.6428571 Edm = 408.311 NCalls = 1049 -VariableMetric: Iteration # 183 - FCN = 297302.6280523 Edm = 65.1641 NCalls = 1053 -VariableMetric: Iteration # 184 - FCN = 297302.6256597 Edm = 82.7313 NCalls = 1057 -VariableMetric: Iteration # 185 - FCN = 297302.6141571 Edm = 37.675 NCalls = 1061 -VariableMetric: Iteration # 186 - FCN = 297302.5460806 Edm = 79.9035 NCalls = 1064 -VariableMetric: Iteration # 187 - FCN = 297302.4992582 Edm = 18.717 NCalls = 1067 -VariableMetric: Iteration # 188 - FCN = 297302.477128 Edm = 21.4722 NCalls = 1070 -VariableMetric: Iteration # 189 - FCN = 297302.4085529 Edm = 32.308 NCalls = 1073 -VariableMetric: Iteration # 190 - FCN = 297302.3636659 Edm = 4.04881 NCalls = 1076 -VariableMetric: Iteration # 191 - FCN = 297302.3339142 Edm = 5.62687 NCalls = 1079 -VariableMetric: Iteration # 192 - FCN = 297302.3227675 Edm = 0.722084 NCalls = 1082 -VariableMetric: Iteration # 193 - FCN = 297302.3160109 Edm = 1.2028 NCalls = 1084 -VariableMetric: Iteration # 194 - FCN = 297302.3087015 Edm = 0.483297 NCalls = 1086 -VariableMetric: Iteration # 195 - FCN = 297302.2978722 Edm = 0.287151 NCalls = 1088 -VariableMetric: Iteration # 196 - FCN = 297302.2819494 Edm = 0.351674 NCalls = 1090 -VariableMetric: Iteration # 197 - FCN = 297302.2535413 Edm = 0.377153 NCalls = 1092 -VariableMetric: Iteration # 198 - FCN = 297302.172965 Edm = 1.92402 NCalls = 1095 -VariableMetric: Iteration # 199 - FCN = 297302.011544 Edm = 1.04648 NCalls = 1100 -VariableMetric: Iteration # 200 - FCN = 297301.969272 Edm = 1.11922 NCalls = 1102 -VariableMetric: Iteration # 201 - FCN = 297301.9132886 Edm = 0.644714 NCalls = 1103 -VariableMetric: Iteration # 202 - FCN = 297301.7870153 Edm = 0.40955 NCalls = 1108 -VariableMetric: Iteration # 203 - FCN = 297301.7575479 Edm = 0.511508 NCalls = 1110 -VariableMetric: Iteration # 204 - FCN = 297301.6515133 Edm = 0.13603 NCalls = 1113 -VariableMetric: Iteration # 205 - FCN = 297301.6122778 Edm = 0.0415629 NCalls = 1115 -VariableMetric: Iteration # 206 - FCN = 297301.5988213 Edm = 0.018025 NCalls = 1117 -VariableMetric: Iteration # 207 - FCN = 297301.5910505 Edm = 0.00359296 NCalls = 1119 -VariableMetric: Iteration # 208 - FCN = 297301.5894131 Edm = 0.00467953 NCalls = 1121 -VariableMetric: Iteration # 209 - FCN = 297301.5839146 Edm = 0.00337515 NCalls = 1123 -VariableMetric: Iteration # 210 - FCN = 297301.5719149 Edm = 0.00525742 NCalls = 1125 -VariableMetric: Iteration # 211 - FCN = 297301.5657389 Edm = 0.00380392 NCalls = 1127 -VariableMetric: Iteration # 212 - FCN = 297301.5595744 Edm = 0.00498836 NCalls = 1130 -VariableMetric: Iteration # 213 - FCN = 297301.5536158 Edm = 0.0046895 NCalls = 1132 -VariableMetric: Iteration # 214 - FCN = 297301.548695 Edm = 0.00553802 NCalls = 1134 -VariableMetric: Iteration # 215 - FCN = 297301.5450951 Edm = 0.00356937 NCalls = 1137 -VariableMetric: Iteration # 216 - FCN = 297301.5395338 Edm = 0.00490089 NCalls = 1140 -VariableMetric: Iteration # 217 - FCN = 297301.5214616 Edm = 0.0143425 NCalls = 1142 -VariableMetric: Iteration # 218 - FCN = 297301.5058772 Edm = 0.0241821 NCalls = 1144 -VariableMetric: Iteration # 219 - FCN = 297301.4971031 Edm = 0.00636245 NCalls = 1149 -VariableMetric: Iteration # 220 - FCN = 297301.4887463 Edm = 0.0115935 NCalls = 1152 -VariableMetric: Iteration # 221 - FCN = 297301.4807146 Edm = 0.00973401 NCalls = 1156 -VariableMetric: Iteration # 222 - FCN = 297301.4732122 Edm = 0.0095552 NCalls = 1160 -VariableMetric: Iteration # 223 - FCN = 297301.4658705 Edm = 0.00390504 NCalls = 1163 -VariableMetric: Iteration # 224 - FCN = 297301.4605285 Edm = 0.001829 NCalls = 1165 -VariableMetric: Iteration # 225 - FCN = 297301.4587416 Edm = 0.00101443 NCalls = 1167 -VariableMetric: Iteration # 226 - FCN = 297301.4577416 Edm = 0.000278773 NCalls = 1169 -VariableMetric: Iteration # 227 - FCN = 297301.4572278 Edm = 0.000180782 NCalls = 1171 -VariableMetric: Iteration # 228 - FCN = 297301.4559858 Edm = 0.00110285 NCalls = 1174 -VariableMetric: Iteration # 229 - FCN = 297301.4538307 Edm = 0.00218447 NCalls = 1177 -VariableMetric: Iteration # 230 - FCN = 297301.4523573 Edm = 0.00104265 NCalls = 1180 -VariableMetric: Iteration # 231 - FCN = 297301.451041 Edm = 0.00109377 NCalls = 1183 -VariableMetric: Iteration # 232 - FCN = 297301.4493689 Edm = 0.000928015 NCalls = 1186 -VariableMetric: Iteration # 233 - FCN = 297301.4462594 Edm = 0.00310232 NCalls = 1189 -VariableMetric: Iteration # 234 - FCN = 297301.4443931 Edm = 0.00254776 NCalls = 1191 -VariableMetric: Iteration # 235 - FCN = 297301.4406445 Edm = 0.000550807 NCalls = 1195 -VariableMetric: Iteration # 236 - FCN = 297301.439802 Edm = 0.000155181 NCalls = 1197 -VariableMetric: Iteration # 237 - FCN = 297301.4395967 Edm = 0.000215676 NCalls = 1200 -VariableMetric: Iteration # 238 - FCN = 297301.4392316 Edm = 0.000270797 NCalls = 1202 -VariableMetric: Iteration # 239 - FCN = 297301.4383222 Edm = 0.000555608 NCalls = 1206 -VariableMetric: Iteration # 240 - FCN = 297301.4373582 Edm = 0.000177237 NCalls = 1208 -VariableMetric: Iteration # 241 - FCN = 297301.4372088 Edm = 0.000232552 NCalls = 1210 -VariableMetric: Iteration # 242 - FCN = 297301.4369871 Edm = 9.36731e-05 NCalls = 1213 -VariableMetric: Iteration # 243 - FCN = 297301.4366971 Edm = 8.98631e-05 NCalls = 1215 -VariableMetric: Iteration # 244 - FCN = 297301.4366206 Edm = 7.3846e-05 NCalls = 1217 -VariableMetric: Iteration # 245 - FCN = 297301.4365375 Edm = 1.73524e-05 NCalls = 1220 -VariableMetric: After Hessian - FCN = 297301.4365375 Edm = 1.66651e-05 NCalls = 1713 -VariableMetric: Iteration # 246 - FCN = 297301.4365375 Edm = 1.66651e-05 NCalls = 1713 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302284.2984776 Edm = 16.8471 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302284.2984776 Edm = 16.8471 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298994.4616053 Edm = 2.2782 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298988.5527238 Edm = 2.11755 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298915.0221126 Edm = 83.4637 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298903.4266173 Edm = 10.6186 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298542.7789853 Edm = 144.465 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298080.7248911 Edm = 65.4428 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298026.4459963 Edm = 0.356328 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298025.7803389 Edm = 0.41615 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297984.947346 Edm = 31.3552 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297888.9528595 Edm = 0.698844 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297888.2451551 Edm = 0.0466035 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297887.6540263 Edm = 0.577542 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297861.7620845 Edm = 24.1542 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297709.9893494 Edm = 0.940046 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297709.0106786 Edm = 0.0497472 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297707.8578741 Edm = 1.06641 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297643.4173315 Edm = 18.3454 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297602.4220797 Edm = 2.03902 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297599.5383144 Edm = 0.139399 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297599.266539 Edm = 0.033231 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297599.1908075 Edm = 0.020229 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297598.9162659 Edm = 0.213672 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297576.8421782 Edm = 15.7433 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297539.0104202 Edm = 3.47623 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297533.3793107 Edm = 0.213422 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297533.1470691 Edm = 0.0182408 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297533.1197857 Edm = 0.00353339 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297533.0957624 Edm = 0.0176089 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297530.6648519 Edm = 1.87935 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297505.6159881 Edm = 5.93485 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297500.6682132 Edm = 1.31563 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297499.1087351 Edm = 0.167564 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297498.3865029 Edm = 0.229928 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297498.1104687 Edm = 0.0936441 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297498.0301711 Edm = 0.000999239 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297498.0282552 Edm = 0.00143274 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297498.0022875 Edm = 0.0285264 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297497.7392061 Edm = 0.254482 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297491.1585753 Edm = 0.69389 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297489.7409336 Edm = 0.498668 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297489.4701956 Edm = 0.0483289 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297489.412348 Edm = 0.00450092 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297489.4077529 Edm = 0.00135727 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297489.4042465 Edm = 0.00118302 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297489.3955569 Edm = 0.00707429 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297489.0001235 Edm = 0.393461 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297483.6107625 Edm = 3.37497 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297483.5544999 Edm = 0.0390405 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297483.5216347 Edm = 0.00751836 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297483.3941516 Edm = 0.151151 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297483.2404758 Edm = 0.139069 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297479.2006945 Edm = 2.89353 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297476.7142506 Edm = 1.47598 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297476.2744554 Edm = 0.0634435 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297476.2212493 Edm = 0.00786747 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297476.215167 Edm = 0.000463706 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297476.2147443 Edm = 6.59283e-05 NCalls = 189 -VariableMetric: After Hessian - FCN = 297476.2147443 Edm = 5.06306 NCalls = 664 -VariableMetric: Iteration # 58 - FCN = 297476.2147443 Edm = 5.06306 NCalls = 664 -VariableMetric: Iteration # 59 - FCN = 297472.9163139 Edm = 1.95757 NCalls = 668 -VariableMetric: Iteration # 60 - FCN = 297472.0921705 Edm = 1.20913 NCalls = 670 -VariableMetric: Iteration # 61 - FCN = 297471.7864398 Edm = 0.19954 NCalls = 672 -VariableMetric: Iteration # 62 - FCN = 297471.5573056 Edm = 0.0720965 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297471.4872932 Edm = 0.0158707 NCalls = 676 -VariableMetric: Iteration # 64 - FCN = 297471.4666633 Edm = 0.00929897 NCalls = 678 -VariableMetric: Iteration # 65 - FCN = 297471.4586876 Edm = 0.00634607 NCalls = 680 -VariableMetric: Iteration # 66 - FCN = 297471.4532983 Edm = 0.00157648 NCalls = 682 -VariableMetric: Iteration # 67 - FCN = 297471.451377 Edm = 0.00056791 NCalls = 684 -VariableMetric: Iteration # 68 - FCN = 297471.450446 Edm = 0.000183026 NCalls = 686 -VariableMetric: Iteration # 69 - FCN = 297471.4502422 Edm = 2.028e-05 NCalls = 688 -VariableMetric: After Hessian - FCN = 297471.4502422 Edm = 2.06691e-05 NCalls = 1171 -VariableMetric: Iteration # 70 - FCN = 297471.4502422 Edm = 2.06691e-05 NCalls = 1171 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299715.8740739 Edm = 3.4397 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299715.8740739 Edm = 3.4397 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299345.6534204 Edm = 1.41402 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299341.8314777 Edm = 3.72017 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298615.9369109 Edm = 153.428 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298207.4687569 Edm = 15.8359 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298198.2456184 Edm = 1.56414 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298196.9271066 Edm = 0.164566 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298136.0878419 Edm = 56.8792 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297583.1974077 Edm = 11.4524 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297571.6526576 Edm = 0.137384 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297571.402575 Edm = 0.104648 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297570.2343972 Edm = 0.629968 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297530.8040796 Edm = 2.22116 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297527.9896564 Edm = 0.0406942 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297527.8917321 Edm = 0.0573675 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297506.6182905 Edm = 19.2012 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297391.4984892 Edm = 16.8051 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297375.7716059 Edm = 3.89146 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297367.3447911 Edm = 1.00145 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297366.3002117 Edm = 0.0904187 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297366.183855 Edm = 0.00439201 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297366.0673866 Edm = 0.11837 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297361.0319243 Edm = 3.29941 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297323.0214937 Edm = 16.592 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297307.1082844 Edm = 31.17 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297286.7113029 Edm = 12.2039 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297270.1921868 Edm = 9.86875 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297256.8893275 Edm = 2.5034 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297254.2464847 Edm = 1.89824 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297252.4899143 Edm = 0.724354 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297251.1549828 Edm = 0.301295 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297250.323758 Edm = 0.554157 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297249.8665738 Edm = 0.531721 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297249.2323305 Edm = 0.0602953 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297249.1399757 Edm = 0.00628357 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297249.1257043 Edm = 0.0124359 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297248.9430305 Edm = 0.18276 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297244.9824115 Edm = 3.5393 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297226.3168269 Edm = 9.03177 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297220.4504571 Edm = 13.2843 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297215.6427384 Edm = 2.86348 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297209.5228163 Edm = 1.07614 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297208.4163743 Edm = 1.09648 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297207.391239 Edm = 0.209097 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297207.1270767 Edm = 0.0684098 NCalls = 137 -VariableMetric: Iteration # 45 - FCN = 297207.0711386 Edm = 0.0188414 NCalls = 139 -VariableMetric: Iteration # 46 - FCN = 297207.0616708 Edm = 0.00072151 NCalls = 141 -VariableMetric: Iteration # 47 - FCN = 297207.060518 Edm = 0.000619413 NCalls = 143 -VariableMetric: Iteration # 48 - FCN = 297207.0584311 Edm = 0.00239154 NCalls = 146 -VariableMetric: Iteration # 49 - FCN = 297206.8747783 Edm = 0.177312 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297204.1520491 Edm = 0.276561 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297203.9340255 Edm = 0.0505236 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297203.8713826 Edm = 0.00703949 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297203.8644123 Edm = 0.000741078 NCalls = 161 -VariableMetric: Iteration # 54 - FCN = 297203.8633755 Edm = 0.000282778 NCalls = 163 -VariableMetric: Iteration # 55 - FCN = 297203.8546613 Edm = 0.00859154 NCalls = 167 -VariableMetric: Iteration # 56 - FCN = 297203.436909 Edm = 0.105182 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297201.4506643 Edm = 0.237138 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297201.1020955 Edm = 0.426253 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297200.9302415 Edm = 0.0731942 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297200.8253204 Edm = 0.0332818 NCalls = 183 -VariableMetric: Iteration # 61 - FCN = 297200.723255 Edm = 0.0347108 NCalls = 185 -VariableMetric: Iteration # 62 - FCN = 297200.6799437 Edm = 0.00938558 NCalls = 188 -VariableMetric: Iteration # 63 - FCN = 297200.6697202 Edm = 0.000614997 NCalls = 190 -VariableMetric: Iteration # 64 - FCN = 297200.6687679 Edm = 0.000197495 NCalls = 192 -VariableMetric: Iteration # 65 - FCN = 297200.6676746 Edm = 0.000934605 NCalls = 195 -VariableMetric: Iteration # 66 - FCN = 297200.6084089 Edm = 0.0646297 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297200.6069052 Edm = 0.00135587 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297200.381159 Edm = 0.105298 NCalls = 211 -VariableMetric: Iteration # 69 - FCN = 297200.3481235 Edm = 0.00043373 NCalls = 213 -VariableMetric: Iteration # 70 - FCN = 297200.3475293 Edm = 0.000281274 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297200.3412349 Edm = 0.00574437 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297200.1731687 Edm = 0.12714 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297199.0484991 Edm = 0.165118 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297198.8436351 Edm = 0.0152559 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297198.8187061 Edm = 0.00185212 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297198.8161318 Edm = 0.000292873 NCalls = 232 -VariableMetric: Iteration # 77 - FCN = 297198.8158504 Edm = 6.97464e-05 NCalls = 233 -VariableMetric: After Hessian - FCN = 297198.8158504 Edm = 310.312 NCalls = 712 -VariableMetric: Iteration # 78 - FCN = 297198.8158504 Edm = 310.312 NCalls = 712 -VariableMetric: Iteration # 79 - FCN = 297198.570122 Edm = 179.84 NCalls = 717 -VariableMetric: Iteration # 80 - FCN = 297198.5207937 Edm = 0.284326 NCalls = 719 -VariableMetric: Iteration # 81 - FCN = 297197.9311178 Edm = 0.760519 NCalls = 722 -VariableMetric: Iteration # 82 - FCN = 297196.6393328 Edm = 0.0495598 NCalls = 726 -VariableMetric: Iteration # 83 - FCN = 297196.471391 Edm = 0.0255149 NCalls = 728 -VariableMetric: Iteration # 84 - FCN = 297196.331756 Edm = 0.0295007 NCalls = 731 -VariableMetric: Iteration # 85 - FCN = 297196.2551509 Edm = 0.0127609 NCalls = 734 -VariableMetric: Iteration # 86 - FCN = 297196.1973774 Edm = 0.00597966 NCalls = 736 -VariableMetric: Iteration # 87 - FCN = 297196.1801056 Edm = 0.00818436 NCalls = 738 -VariableMetric: Iteration # 88 - FCN = 297196.1611968 Edm = 0.00425146 NCalls = 740 -VariableMetric: Iteration # 89 - FCN = 297196.1506243 Edm = 0.0052924 NCalls = 742 -VariableMetric: Iteration # 90 - FCN = 297196.1264844 Edm = 0.00307237 NCalls = 744 -VariableMetric: Iteration # 91 - FCN = 297196.1157927 Edm = 0.00393665 NCalls = 746 -VariableMetric: Iteration # 92 - FCN = 297196.0792384 Edm = 0.0130467 NCalls = 750 -VariableMetric: Iteration # 93 - FCN = 297196.0690233 Edm = 0.00754073 NCalls = 752 -VariableMetric: Iteration # 94 - FCN = 297196.0549012 Edm = 0.00773566 NCalls = 754 -VariableMetric: Iteration # 95 - FCN = 297196.0277095 Edm = 0.0104204 NCalls = 757 -VariableMetric: Iteration # 96 - FCN = 297196.0205062 Edm = 0.00376656 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297196.0079306 Edm = 0.00645648 NCalls = 763 -VariableMetric: Iteration # 98 - FCN = 297195.9834956 Edm = 0.00523179 NCalls = 767 -VariableMetric: Iteration # 99 - FCN = 297195.9744471 Edm = 0.0177408 NCalls = 770 -VariableMetric: Iteration # 100 - FCN = 297195.9606728 Edm = 0.0125982 NCalls = 772 -VariableMetric: Iteration # 101 - FCN = 297195.9224497 Edm = 0.0150586 NCalls = 776 -VariableMetric: Iteration # 102 - FCN = 297195.897135 Edm = 0.00511257 NCalls = 778 -VariableMetric: Iteration # 103 - FCN = 297195.8820292 Edm = 0.00923908 NCalls = 780 -VariableMetric: Iteration # 104 - FCN = 297195.8719026 Edm = 0.0162897 NCalls = 782 -VariableMetric: Iteration # 105 - FCN = 297195.8537763 Edm = 0.00501099 NCalls = 785 -VariableMetric: Iteration # 106 - FCN = 297195.8300945 Edm = 0.00883279 NCalls = 788 -VariableMetric: Iteration # 107 - FCN = 297195.8005824 Edm = 0.0163107 NCalls = 792 -VariableMetric: Iteration # 108 - FCN = 297195.794621 Edm = 0.00690031 NCalls = 794 -VariableMetric: Iteration # 109 - FCN = 297195.7842258 Edm = 0.00374416 NCalls = 797 -VariableMetric: Iteration # 110 - FCN = 297195.7784073 Edm = 0.00285748 NCalls = 799 -VariableMetric: Iteration # 111 - FCN = 297195.7713758 Edm = 0.00354203 NCalls = 802 -VariableMetric: Iteration # 112 - FCN = 297195.7662806 Edm = 0.00202297 NCalls = 804 -VariableMetric: Iteration # 113 - FCN = 297195.7625066 Edm = 0.00101176 NCalls = 806 -VariableMetric: Iteration # 114 - FCN = 297195.7590467 Edm = 0.00168887 NCalls = 808 -VariableMetric: Iteration # 115 - FCN = 297195.7533756 Edm = 0.00422532 NCalls = 811 -VariableMetric: Iteration # 116 - FCN = 297195.7461967 Edm = 0.00350447 NCalls = 814 -VariableMetric: Iteration # 117 - FCN = 297195.7407354 Edm = 0.00290719 NCalls = 817 -VariableMetric: Iteration # 118 - FCN = 297195.7363032 Edm = 0.00330234 NCalls = 819 -VariableMetric: Iteration # 119 - FCN = 297195.7291665 Edm = 0.00739347 NCalls = 822 -VariableMetric: Iteration # 120 - FCN = 297195.7170288 Edm = 0.00819192 NCalls = 825 -VariableMetric: Iteration # 121 - FCN = 297195.7041502 Edm = 0.0133969 NCalls = 827 -VariableMetric: Iteration # 122 - FCN = 297195.6969099 Edm = 0.0067807 NCalls = 830 -VariableMetric: Iteration # 123 - FCN = 297195.6796798 Edm = 0.0119419 NCalls = 834 -VariableMetric: Iteration # 124 - FCN = 297195.6654846 Edm = 0.0103042 NCalls = 836 -VariableMetric: Iteration # 125 - FCN = 297195.6484229 Edm = 0.00464478 NCalls = 839 -VariableMetric: Iteration # 126 - FCN = 297195.6322881 Edm = 0.00769765 NCalls = 841 -VariableMetric: Iteration # 127 - FCN = 297195.6192208 Edm = 0.00626398 NCalls = 844 -VariableMetric: Iteration # 128 - FCN = 297195.6080419 Edm = 0.00319619 NCalls = 846 -VariableMetric: Iteration # 129 - FCN = 297195.6014109 Edm = 0.0017732 NCalls = 848 -VariableMetric: Iteration # 130 - FCN = 297195.5974487 Edm = 0.00218814 NCalls = 850 -VariableMetric: Iteration # 131 - FCN = 297195.5935405 Edm = 0.00110895 NCalls = 852 -VariableMetric: Iteration # 132 - FCN = 297195.5918344 Edm = 0.0001913 NCalls = 854 -VariableMetric: Iteration # 133 - FCN = 297195.591274 Edm = 0.000337759 NCalls = 856 -VariableMetric: Iteration # 134 - FCN = 297195.5890475 Edm = 0.000238435 NCalls = 859 -VariableMetric: Iteration # 135 - FCN = 297195.5886982 Edm = 9.88537e-05 NCalls = 861 -VariableMetric: Iteration # 136 - FCN = 297195.5878159 Edm = 0.000731436 NCalls = 864 -VariableMetric: Iteration # 137 - FCN = 297195.5850941 Edm = 0.000703975 NCalls = 866 -VariableMetric: Iteration # 138 - FCN = 297195.5837576 Edm = 0.000627964 NCalls = 869 -VariableMetric: Iteration # 139 - FCN = 297195.5815047 Edm = 0.00170455 NCalls = 871 -VariableMetric: Iteration # 140 - FCN = 297195.5780445 Edm = 0.00167067 NCalls = 875 -VariableMetric: Iteration # 141 - FCN = 297195.5762452 Edm = 0.000365034 NCalls = 876 -VariableMetric: Iteration # 142 - FCN = 297195.5757492 Edm = 0.000426106 NCalls = 878 -VariableMetric: Iteration # 143 - FCN = 297195.5748669 Edm = 0.0010709 NCalls = 880 -VariableMetric: Iteration # 144 - FCN = 297195.5739913 Edm = 0.000641456 NCalls = 883 -VariableMetric: Iteration # 145 - FCN = 297195.5720259 Edm = 0.000467284 NCalls = 886 -VariableMetric: Iteration # 146 - FCN = 297195.5706298 Edm = 0.00080268 NCalls = 888 -VariableMetric: Iteration # 147 - FCN = 297195.5700104 Edm = 0.000598392 NCalls = 890 -VariableMetric: Iteration # 148 - FCN = 297195.5695744 Edm = 0.000775413 NCalls = 893 -VariableMetric: Iteration # 149 - FCN = 297195.5678384 Edm = 0.00161788 NCalls = 897 -VariableMetric: Iteration # 150 - FCN = 297195.5659203 Edm = 0.00191981 NCalls = 900 -VariableMetric: Iteration # 151 - FCN = 297195.5637493 Edm = 0.000696283 NCalls = 905 -VariableMetric: Iteration # 152 - FCN = 297195.5628936 Edm = 0.000542362 NCalls = 907 -VariableMetric: Iteration # 153 - FCN = 297195.5625512 Edm = 0.000295801 NCalls = 909 -VariableMetric: Iteration # 154 - FCN = 297195.5621651 Edm = 0.000144644 NCalls = 911 -VariableMetric: Iteration # 155 - FCN = 297195.5618703 Edm = 0.000160374 NCalls = 913 -VariableMetric: Iteration # 156 - FCN = 297195.5609656 Edm = 0.000148266 NCalls = 916 -VariableMetric: Iteration # 157 - FCN = 297195.5607527 Edm = 3.91708e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297195.5607527 Edm = 0.0401285 NCalls = 1403 -VariableMetric: Iteration # 158 - FCN = 297195.5607527 Edm = 0.0401285 NCalls = 1403 -VariableMetric: Iteration # 159 - FCN = 297195.5596938 Edm = 0.00296177 NCalls = 1406 -VariableMetric: Iteration # 160 - FCN = 297195.5574203 Edm = 0.000691693 NCalls = 1408 -VariableMetric: Iteration # 161 - FCN = 297195.5564296 Edm = 0.000566134 NCalls = 1410 -VariableMetric: Iteration # 162 - FCN = 297195.5559803 Edm = 0.00025887 NCalls = 1412 -VariableMetric: Iteration # 163 - FCN = 297195.5554124 Edm = 0.000249779 NCalls = 1414 -VariableMetric: Iteration # 164 - FCN = 297195.55508 Edm = 7.18212e-05 NCalls = 1416 -VariableMetric: Iteration # 165 - FCN = 297195.5549742 Edm = 1.66205e-05 NCalls = 1418 -VariableMetric: After Hessian - FCN = 297195.5549742 Edm = 1.9288e-05 NCalls = 1911 -VariableMetric: Iteration # 166 - FCN = 297195.5549742 Edm = 1.9288e-05 NCalls = 1911 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307643.2403787 Edm = 48.6289 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307643.2403787 Edm = 48.6289 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300839.158723 Edm = 2.53177 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300827.2271887 Edm = 5.18777 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299072.5514311 Edm = 8.15572 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299040.6346106 Edm = 4.73498 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298951.1911438 Edm = 40.3436 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298911.409746 Edm = 1.58872 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298908.040383 Edm = 1.02575 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298904.3675828 Edm = 3.21536 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 298827.2954813 Edm = 104.331 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298733.5930619 Edm = 130.864 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298643.8891898 Edm = 82.9855 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298526.2804571 Edm = 210.259 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297980.1198384 Edm = 244.633 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297744.5352489 Edm = 17.2965 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297711.8867706 Edm = 11.8891 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297693.8720285 Edm = 0.303883 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297693.5369974 Edm = 0.315622 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297693.2385969 Edm = 0.176098 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297669.5765553 Edm = 17.8636 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297600.2484575 Edm = 12.7974 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297576.5374415 Edm = 13.468 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297564.3675459 Edm = 9.55915 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297551.640843 Edm = 12.9509 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297544.7798498 Edm = 4.01047 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297531.6383096 Edm = 3.33734 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297513.3881555 Edm = 9.31126 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297510.6889468 Edm = 8.64635 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297503.6840945 Edm = 1.48909 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297502.4917301 Edm = 0.0641811 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297502.4322176 Edm = 0.0701009 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297502.2057636 Edm = 0.242801 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297491.0310575 Edm = 9.34014 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297376.7470133 Edm = 100.184 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297320.3351773 Edm = 28.6384 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297304.8381775 Edm = 23.015 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297293.177999 Edm = 2.50685 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297291.1720899 Edm = 0.0592132 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297291.1000241 Edm = 0.0358807 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297290.7940121 Edm = 0.438269 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297290.0964488 Edm = 0.548466 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297260.3755291 Edm = 8.70269 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297249.2596558 Edm = 1.5356 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297245.4513833 Edm = 0.373019 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297245.0502313 Edm = 0.188283 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297244.7038841 Edm = 0.0771073 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297244.5706852 Edm = 0.00749248 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297244.5537763 Edm = 0.0128089 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297244.0382228 Edm = 0.53641 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297236.8323734 Edm = 0.659363 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297225.0472668 Edm = 1.03201 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297223.4221663 Edm = 0.214749 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297223.2446364 Edm = 0.0975798 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297223.0924737 Edm = 0.03503 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297223.0229402 Edm = 0.00357422 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297222.9947012 Edm = 0.0208029 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297222.6466558 Edm = 0.275473 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297211.4342758 Edm = 6.29874 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297201.8869751 Edm = 3.71856 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297197.1171991 Edm = 1.89168 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297195.6856698 Edm = 0.440287 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297195.4186497 Edm = 0.0910808 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297195.3612887 Edm = 0.0210773 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297195.3197976 Edm = 0.00780116 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297195.3084913 Edm = 0.00302937 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297195.3010481 Edm = 0.00367036 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297195.1541338 Edm = 0.138315 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297189.0696368 Edm = 6.35504 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297186.5078012 Edm = 2.15312 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297174.4553254 Edm = 0.571484 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297173.9386535 Edm = 0.029387 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297173.9065907 Edm = 0.00472813 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297173.8974069 Edm = 0.00463547 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297173.8514691 Edm = 0.0393362 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297172.8369464 Edm = 0.995322 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297167.3169844 Edm = 1.02615 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297166.0550993 Edm = 0.0621569 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297165.9870191 Edm = 0.00364342 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297165.9832825 Edm = 0.000334074 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297165.9821083 Edm = 0.000886267 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297165.9444931 Edm = 0.0340742 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297164.6555789 Edm = 0.828114 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297160.8823319 Edm = 0.403607 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297160.4487779 Edm = 0.0196357 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297160.4247341 Edm = 0.00113356 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297160.4231436 Edm = 9.12823e-05 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297160.4227537 Edm = 0.000232394 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297160.4184234 Edm = 0.00381032 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297160.164146 Edm = 0.180295 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297159.503614 Edm = 0.0719673 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297159.4204586 Edm = 0.000928066 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297159.4194786 Edm = 3.99675e-05 NCalls = 290 -VariableMetric: After Hessian - FCN = 297159.4194786 Edm = 11752.4 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297159.4194786 Edm = 11752.4 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297157.89358 Edm = 26255.1 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297156.0429648 Edm = 27.5801 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297155.148367 Edm = 27208.4 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297155.0864514 Edm = 1651.2 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297154.8353722 Edm = 566.981 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297154.7238641 Edm = 3114.68 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297154.029426 Edm = 1014.26 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297152.679579 Edm = 2278.2 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297150.7278676 Edm = 1441.24 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297150.0294897 Edm = 85.6749 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297149.8913484 Edm = 124.784 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297149.337858 Edm = 28.4363 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297148.7149597 Edm = 109.678 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297147.7740012 Edm = 12.7251 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297147.265877 Edm = 15.8162 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297146.5488889 Edm = 12.3558 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297146.3330808 Edm = 0.109911 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297146.3248735 Edm = 1547.82 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297146.3081654 Edm = 236.176 NCalls = 831 -VariableMetric: Iteration # 112 - FCN = 297146.2420306 Edm = 1195.05 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297146.1334545 Edm = 159.411 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297145.9609106 Edm = 105.296 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297145.7323126 Edm = 85.447 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297145.5572858 Edm = 98.1642 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297145.2770835 Edm = 108.259 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297142.9250082 Edm = 203.599 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297141.1309296 Edm = 547.024 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297139.849833 Edm = 19.029 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297139.6650323 Edm = 4.71993 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297139.1729228 Edm = 11.835 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297137.5375914 Edm = 64.2937 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297137.0664335 Edm = 7.52311 NCalls = 869 -VariableMetric: Iteration # 125 - FCN = 297134.8640119 Edm = 21.5168 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297134.5233464 Edm = 2.72819 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297133.7168986 Edm = 11.6332 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297132.9740631 Edm = 2.75225 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297132.2453815 Edm = 12.3073 NCalls = 879 -VariableMetric: Iteration # 130 - FCN = 297131.601808 Edm = 9.58191 NCalls = 881 -VariableMetric: Iteration # 131 - FCN = 297131.3126816 Edm = 2.09776 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297130.14882 Edm = 4.14739 NCalls = 886 -VariableMetric: Iteration # 133 - FCN = 297127.5957464 Edm = 6.52853 NCalls = 889 -VariableMetric: Iteration # 134 - FCN = 297127.1293968 Edm = 3.08226 NCalls = 891 -VariableMetric: Iteration # 135 - FCN = 297125.7189191 Edm = 3.714 NCalls = 894 -VariableMetric: Iteration # 136 - FCN = 297123.2564724 Edm = 3.78081 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297122.7665597 Edm = 1.60917 NCalls = 900 -VariableMetric: Iteration # 138 - FCN = 297121.8858864 Edm = 0.761296 NCalls = 902 -VariableMetric: Iteration # 139 - FCN = 297121.3309731 Edm = 0.511119 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297121.1876483 Edm = 0.180917 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297121.1228596 Edm = 0.0735964 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297121.0728623 Edm = 0.0237703 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297121.0454008 Edm = 0.0121716 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297121.0338469 Edm = 0.00535478 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297121.029032 Edm = 0.000855759 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297121.0277826 Edm = 0.000164171 NCalls = 918 -VariableMetric: Iteration # 147 - FCN = 297121.0276172 Edm = 6.17258e-05 NCalls = 919 -VariableMetric: After Hessian - FCN = 297121.0276172 Edm = 0.000139305 NCalls = 1400 -VariableMetric: Iteration # 148 - FCN = 297121.0276172 Edm = 0.000139305 NCalls = 1400 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302563.2714902 Edm = 95.4723 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302563.2714902 Edm = 95.4723 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301166.0448382 Edm = 6.9155 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 301138.703855 Edm = 2.5314 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 301129.2846173 Edm = 9.9999 NCalls = 9 -VariableMetric: Iteration # 4 - FCN = 301026.2568773 Edm = 93.9639 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 297884.954114 Edm = 8.0975 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297853.3419885 Edm = 4.34552 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297845.2238709 Edm = 0.095007 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 297844.8388192 Edm = 0.302398 NCalls = 26 -VariableMetric: Iteration # 9 - FCN = 297745.7586748 Edm = 4.64862 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297720.7824202 Edm = 0.326781 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297719.9636152 Edm = 0.461095 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297703.042273 Edm = 13.5109 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297555.5502347 Edm = 2.24401 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297553.1527777 Edm = 0.145391 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297552.8403845 Edm = 0.223751 NCalls = 48 -VariableMetric: Iteration # 16 - FCN = 297549.2877785 Edm = 3.06445 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297440.5734994 Edm = 10.2708 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297424.6857009 Edm = 3.1965 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297420.7947162 Edm = 0.249052 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297420.4712535 Edm = 0.0362305 NCalls = 63 -VariableMetric: Iteration # 21 - FCN = 297420.3610558 Edm = 0.0865732 NCalls = 65 -VariableMetric: Iteration # 22 - FCN = 297418.351941 Edm = 2.33219 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297414.6891269 Edm = 3.43501 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297335.9435121 Edm = 16.9765 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297317.2504827 Edm = 4.34533 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297310.0398649 Edm = 0.44521 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297309.6105766 Edm = 0.0325323 NCalls = 86 -VariableMetric: Iteration # 28 - FCN = 297309.5750535 Edm = 0.00503157 NCalls = 88 -VariableMetric: Iteration # 29 - FCN = 297309.5648476 Edm = 0.00395939 NCalls = 90 -VariableMetric: Iteration # 30 - FCN = 297309.5575761 Edm = 0.000935758 NCalls = 92 -VariableMetric: Iteration # 31 - FCN = 297309.5481407 Edm = 0.00847809 NCalls = 95 -VariableMetric: Iteration # 32 - FCN = 297307.9935067 Edm = 0.0875926 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297303.5357653 Edm = 2.42764 NCalls = 103 -VariableMetric: Iteration # 34 - FCN = 297301.9439822 Edm = 0.859887 NCalls = 105 -VariableMetric: Iteration # 35 - FCN = 297300.5180182 Edm = 0.288702 NCalls = 108 -VariableMetric: Iteration # 36 - FCN = 297300.0355107 Edm = 0.138661 NCalls = 110 -VariableMetric: Iteration # 37 - FCN = 297299.8459798 Edm = 0.0407094 NCalls = 112 -VariableMetric: Iteration # 38 - FCN = 297299.8304257 Edm = 0.00448328 NCalls = 114 -VariableMetric: Iteration # 39 - FCN = 297299.8251521 Edm = 0.000956707 NCalls = 116 -VariableMetric: Iteration # 40 - FCN = 297299.8187423 Edm = 0.00573314 NCalls = 119 -VariableMetric: Iteration # 41 - FCN = 297299.7091589 Edm = 0.10938 NCalls = 124 -VariableMetric: Iteration # 42 - FCN = 297299.6267667 Edm = 0.0778314 NCalls = 129 -VariableMetric: Iteration # 43 - FCN = 297295.6752832 Edm = 0.213204 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297295.5612681 Edm = 0.128849 NCalls = 136 -VariableMetric: Iteration # 45 - FCN = 297295.4116975 Edm = 0.0202947 NCalls = 138 -VariableMetric: Iteration # 46 - FCN = 297295.3775674 Edm = 0.00196827 NCalls = 140 -VariableMetric: Iteration # 47 - FCN = 297295.3739564 Edm = 0.000367944 NCalls = 142 -VariableMetric: Iteration # 48 - FCN = 297295.3730995 Edm = 0.000359432 NCalls = 144 -VariableMetric: Iteration # 49 - FCN = 297295.3631869 Edm = 0.00930906 NCalls = 148 -VariableMetric: Iteration # 50 - FCN = 297294.6868407 Edm = 0.516014 NCalls = 153 -VariableMetric: Iteration # 51 - FCN = 297291.8555237 Edm = 0.702528 NCalls = 157 -VariableMetric: Iteration # 52 - FCN = 297291.0298507 Edm = 0.12382 NCalls = 159 -VariableMetric: Iteration # 53 - FCN = 297290.8736794 Edm = 0.0339844 NCalls = 161 -VariableMetric: Iteration # 54 - FCN = 297290.8447689 Edm = 0.0140641 NCalls = 163 -VariableMetric: Iteration # 55 - FCN = 297290.8347993 Edm = 0.00114895 NCalls = 164 -VariableMetric: Iteration # 56 - FCN = 297290.8337882 Edm = 9.67402e-05 NCalls = 165 -VariableMetric: Iteration # 57 - FCN = 297290.833481 Edm = 0.000249959 NCalls = 167 -VariableMetric: Iteration # 58 - FCN = 297290.8286273 Edm = 0.00502824 NCalls = 172 -VariableMetric: Iteration # 59 - FCN = 297290.8047458 Edm = 0.0217606 NCalls = 178 -VariableMetric: Iteration # 60 - FCN = 297289.2379391 Edm = 0.126751 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297289.1779516 Edm = 0.135845 NCalls = 186 -VariableMetric: Iteration # 62 - FCN = 297289.1011369 Edm = 0.0170141 NCalls = 188 -VariableMetric: Iteration # 63 - FCN = 297289.05808 Edm = 0.00747356 NCalls = 190 -VariableMetric: Iteration # 64 - FCN = 297289.0474694 Edm = 0.000568953 NCalls = 192 -VariableMetric: Iteration # 65 - FCN = 297289.0467659 Edm = 4.53784e-05 NCalls = 194 -VariableMetric: After Hessian - FCN = 297289.0467659 Edm = 88.3809 NCalls = 667 -VariableMetric: Iteration # 66 - FCN = 297289.0467659 Edm = 88.3809 NCalls = 667 -VariableMetric: Iteration # 67 - FCN = 297288.773886 Edm = 24.7536 NCalls = 673 -VariableMetric: Iteration # 68 - FCN = 297286.1608138 Edm = 8.33216 NCalls = 675 -VariableMetric: Iteration # 69 - FCN = 297285.2588176 Edm = 1.20539 NCalls = 677 -VariableMetric: Iteration # 70 - FCN = 297283.5361235 Edm = 0.705744 NCalls = 679 -VariableMetric: Iteration # 71 - FCN = 297280.6369717 Edm = 0.337215 NCalls = 683 -VariableMetric: Iteration # 72 - FCN = 297280.30125 Edm = 1.30522 NCalls = 685 -VariableMetric: Iteration # 73 - FCN = 297275.3341748 Edm = 5.12159 NCalls = 693 -VariableMetric: Iteration # 74 - FCN = 297275.146224 Edm = 2.73456 NCalls = 695 -VariableMetric: Iteration # 75 - FCN = 297274.5395712 Edm = 3.76461 NCalls = 698 -VariableMetric: Iteration # 76 - FCN = 297273.323525 Edm = 1.51724 NCalls = 701 -VariableMetric: Iteration # 77 - FCN = 297271.208872 Edm = 1.12873 NCalls = 705 -VariableMetric: Iteration # 78 - FCN = 297268.3361968 Edm = 0.382556 NCalls = 708 -VariableMetric: Iteration # 79 - FCN = 297267.9365518 Edm = 0.428487 NCalls = 709 -VariableMetric: Iteration # 80 - FCN = 297267.5234621 Edm = 0.296456 NCalls = 711 -VariableMetric: Iteration # 81 - FCN = 297267.2839191 Edm = 0.0961707 NCalls = 713 -VariableMetric: Iteration # 82 - FCN = 297267.1846445 Edm = 0.0351826 NCalls = 714 -VariableMetric: Iteration # 83 - FCN = 297267.0995311 Edm = 0.0314069 NCalls = 716 -VariableMetric: Iteration # 84 - FCN = 297267.0308471 Edm = 0.0190993 NCalls = 718 -VariableMetric: Iteration # 85 - FCN = 297266.9383289 Edm = 0.0228733 NCalls = 721 -VariableMetric: Iteration # 86 - FCN = 297266.9034748 Edm = 0.0151366 NCalls = 723 -VariableMetric: Iteration # 87 - FCN = 297266.8698638 Edm = 0.0454638 NCalls = 726 -VariableMetric: Iteration # 88 - FCN = 297266.8433129 Edm = 0.0155617 NCalls = 728 -VariableMetric: Iteration # 89 - FCN = 297266.8209759 Edm = 0.00788654 NCalls = 731 -VariableMetric: Iteration # 90 - FCN = 297266.8012252 Edm = 0.00526552 NCalls = 734 -VariableMetric: Iteration # 91 - FCN = 297266.7941764 Edm = 0.00636744 NCalls = 737 -VariableMetric: Iteration # 92 - FCN = 297266.7859232 Edm = 0.00437124 NCalls = 739 -VariableMetric: Iteration # 93 - FCN = 297266.7744332 Edm = 0.00559994 NCalls = 742 -VariableMetric: Iteration # 94 - FCN = 297266.7663727 Edm = 0.00202417 NCalls = 745 -VariableMetric: Iteration # 95 - FCN = 297266.7593944 Edm = 0.00484845 NCalls = 748 -VariableMetric: Iteration # 96 - FCN = 297266.7549161 Edm = 0.0036098 NCalls = 750 -VariableMetric: Iteration # 97 - FCN = 297266.7488074 Edm = 0.0015583 NCalls = 753 -VariableMetric: Iteration # 98 - FCN = 297266.7421398 Edm = 0.00333134 NCalls = 755 -VariableMetric: Iteration # 99 - FCN = 297266.7345053 Edm = 0.00230767 NCalls = 757 -VariableMetric: Iteration # 100 - FCN = 297266.7290816 Edm = 0.00272709 NCalls = 760 -VariableMetric: Iteration # 101 - FCN = 297266.7208736 Edm = 0.0011922 NCalls = 763 -VariableMetric: Iteration # 102 - FCN = 297266.7163993 Edm = 0.00336385 NCalls = 766 -VariableMetric: Iteration # 103 - FCN = 297266.7018786 Edm = 0.00569976 NCalls = 770 -VariableMetric: Iteration # 104 - FCN = 297266.6933622 Edm = 0.00260141 NCalls = 773 -VariableMetric: Iteration # 105 - FCN = 297266.6842156 Edm = 0.00295557 NCalls = 776 -VariableMetric: Iteration # 106 - FCN = 297266.6804714 Edm = 0.00239564 NCalls = 778 -VariableMetric: Iteration # 107 - FCN = 297266.6772458 Edm = 0.00135841 NCalls = 780 -VariableMetric: Iteration # 108 - FCN = 297266.673014 Edm = 0.00184716 NCalls = 782 -VariableMetric: Iteration # 109 - FCN = 297266.6634206 Edm = 0.00346676 NCalls = 786 -VariableMetric: Iteration # 110 - FCN = 297266.6574802 Edm = 0.0017013 NCalls = 788 -VariableMetric: Iteration # 111 - FCN = 297266.6543777 Edm = 0.00275548 NCalls = 791 -VariableMetric: Iteration # 112 - FCN = 297266.6524212 Edm = 0.00108179 NCalls = 793 -VariableMetric: Iteration # 113 - FCN = 297266.6510006 Edm = 0.000284827 NCalls = 796 -VariableMetric: Iteration # 114 - FCN = 297266.6503174 Edm = 0.000298468 NCalls = 798 -VariableMetric: Iteration # 115 - FCN = 297266.6496544 Edm = 0.000216494 NCalls = 801 -VariableMetric: Iteration # 116 - FCN = 297266.6493535 Edm = 0.000178311 NCalls = 803 -VariableMetric: Iteration # 117 - FCN = 297266.648783 Edm = 0.000187861 NCalls = 806 -VariableMetric: Iteration # 118 - FCN = 297266.6482022 Edm = 0.000262536 NCalls = 808 -VariableMetric: Iteration # 119 - FCN = 297266.6465924 Edm = 0.000577411 NCalls = 811 -VariableMetric: Iteration # 120 - FCN = 297266.6450837 Edm = 0.000430824 NCalls = 814 -VariableMetric: Iteration # 121 - FCN = 297266.6439387 Edm = 0.000500693 NCalls = 817 -VariableMetric: Iteration # 122 - FCN = 297266.64331 Edm = 0.000164844 NCalls = 819 -VariableMetric: Iteration # 123 - FCN = 297266.6430212 Edm = 0.00011462 NCalls = 821 -VariableMetric: Iteration # 124 - FCN = 297266.6424744 Edm = 0.000238357 NCalls = 824 -VariableMetric: Iteration # 125 - FCN = 297266.641817 Edm = 0.000173391 NCalls = 826 -VariableMetric: Iteration # 126 - FCN = 297266.6411309 Edm = 0.000726635 NCalls = 828 -VariableMetric: Iteration # 127 - FCN = 297266.6399435 Edm = 0.000579247 NCalls = 832 -VariableMetric: Iteration # 128 - FCN = 297266.6388237 Edm = 0.000323457 NCalls = 834 -VariableMetric: Iteration # 129 - FCN = 297266.6385766 Edm = 0.000168731 NCalls = 836 -VariableMetric: Iteration # 130 - FCN = 297266.6383181 Edm = 0.00021607 NCalls = 839 -VariableMetric: Iteration # 131 - FCN = 297266.6374967 Edm = 0.00031955 NCalls = 842 -VariableMetric: Iteration # 132 - FCN = 297266.6366291 Edm = 0.000307518 NCalls = 845 -VariableMetric: Iteration # 133 - FCN = 297266.6359953 Edm = 0.000475823 NCalls = 847 -VariableMetric: Iteration # 134 - FCN = 297266.634993 Edm = 0.000348699 NCalls = 849 -VariableMetric: Iteration # 135 - FCN = 297266.6334329 Edm = 0.000805259 NCalls = 851 -VariableMetric: Iteration # 136 - FCN = 297266.6321556 Edm = 0.000651658 NCalls = 853 -VariableMetric: Iteration # 137 - FCN = 297266.6315572 Edm = 0.00018314 NCalls = 856 -VariableMetric: Iteration # 138 - FCN = 297266.6311425 Edm = 0.000230208 NCalls = 859 -VariableMetric: Iteration # 139 - FCN = 297266.6302645 Edm = 0.000358777 NCalls = 863 -VariableMetric: Iteration # 140 - FCN = 297266.6299695 Edm = 0.000137453 NCalls = 865 -VariableMetric: Iteration # 141 - FCN = 297266.6298449 Edm = 2.45726e-05 NCalls = 868 -VariableMetric: After Hessian - FCN = 297266.6298449 Edm = 4.32777e-05 NCalls = 1353 -VariableMetric: Iteration # 142 - FCN = 297266.6298449 Edm = 4.32777e-05 NCalls = 1353 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309872.1107388 Edm = 24.907 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309872.1107388 Edm = 24.907 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306129.3093245 Edm = 32.7757 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306060.1798936 Edm = 32.1241 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305973.547787 Edm = 61.9071 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 301271.4907019 Edm = 46.7848 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 301146.4230685 Edm = 3.9928 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298528.768127 Edm = 44.8185 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298521.3715393 Edm = 24.7201 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298211.8708913 Edm = 132.047 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298122.4071955 Edm = 41.8363 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298025.0540489 Edm = 89.385 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297702.4603075 Edm = 21.6908 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297686.1867596 Edm = 1.54075 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297685.0282575 Edm = 0.0387189 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297684.8883378 Edm = 0.0898644 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297679.6925073 Edm = 5.58536 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297544.5113972 Edm = 16.0997 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297456.0488077 Edm = 38.6941 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297421.7520229 Edm = 1.21225 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297420.3430498 Edm = 0.0630941 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297420.2581273 Edm = 0.0207233 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297420.1549065 Edm = 0.0969063 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297399.7247416 Edm = 4.9771 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297343.6090868 Edm = 19.8564 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297303.1164127 Edm = 4.95221 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297296.5352313 Edm = 0.483539 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297296.0655881 Edm = 0.0295478 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297296.0239388 Edm = 0.00839971 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297295.9801724 Edm = 0.0288301 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297295.2090392 Edm = 0.638085 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297277.427997 Edm = 5.03671 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297270.9732237 Edm = 1.81449 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297269.768284 Edm = 0.283852 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297269.4641025 Edm = 0.0128564 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297269.4479056 Edm = 0.00286544 NCalls = 106 -VariableMetric: Iteration # 35 - FCN = 297269.4250513 Edm = 0.018179 NCalls = 109 -VariableMetric: Iteration # 36 - FCN = 297268.5464784 Edm = 0.764318 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297252.4384011 Edm = 2.41631 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297249.5463793 Edm = 1.13871 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297248.7551969 Edm = 0.259987 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297248.5887404 Edm = 0.0155134 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297248.5674874 Edm = 0.00865741 NCalls = 126 -VariableMetric: Iteration # 42 - FCN = 297248.1226232 Edm = 0.398703 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297240.2024751 Edm = 4.92487 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297231.676095 Edm = 10.4225 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297227.1687924 Edm = 3.25948 NCalls = 140 -VariableMetric: Iteration # 46 - FCN = 297220.6537136 Edm = 5.87353 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297208.1872538 Edm = 12.8705 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297206.1971621 Edm = 4.85522 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297201.8556633 Edm = 0.290882 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297201.5968043 Edm = 0.0251422 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297201.5671506 Edm = 0.0367816 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297201.541146 Edm = 0.00991889 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297201.5183622 Edm = 0.0145372 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297201.3480463 Edm = 0.21851 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297200.8426398 Edm = 0.437098 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297192.769801 Edm = 3.20519 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297190.1802099 Edm = 0.309527 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297189.8826476 Edm = 0.0240763 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297189.8590472 Edm = 0.000432263 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297189.8584445 Edm = 0.000224852 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297189.8571704 Edm = 0.00119385 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297189.8345119 Edm = 0.0217627 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297189.3504786 Edm = 0.203316 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297189.0632641 Edm = 0.00163053 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297189.0615544 Edm = 0.000143466 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297189.059981 Edm = 0.00154552 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297188.965124 Edm = 0.0806859 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297188.3665111 Edm = 0.0271734 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297188.3375135 Edm = 0.000205392 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297188.3372728 Edm = 4.59194e-05 NCalls = 220 -VariableMetric: After Hessian - FCN = 297188.3372728 Edm = 294.371 NCalls = 695 -VariableMetric: Iteration # 71 - FCN = 297188.3372728 Edm = 294.371 NCalls = 695 -VariableMetric: Iteration # 72 - FCN = 297187.7783787 Edm = 204.881 NCalls = 703 -VariableMetric: Iteration # 73 - FCN = 297186.9150938 Edm = 0.65359 NCalls = 705 -VariableMetric: Iteration # 74 - FCN = 297186.1385958 Edm = 0.307784 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297185.5641915 Edm = 0.967397 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297183.4565643 Edm = 0.757153 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297182.7311151 Edm = 0.546708 NCalls = 718 -VariableMetric: Iteration # 78 - FCN = 297182.0605225 Edm = 0.656351 NCalls = 721 -VariableMetric: Iteration # 79 - FCN = 297181.652325 Edm = 0.130839 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297181.5108508 Edm = 0.0612156 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297181.3725687 Edm = 0.0682769 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297181.2677185 Edm = 0.0234484 NCalls = 729 -VariableMetric: Iteration # 83 - FCN = 297181.193231 Edm = 0.018153 NCalls = 731 -VariableMetric: Iteration # 84 - FCN = 297181.1397798 Edm = 0.0241969 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297181.0562435 Edm = 0.0170243 NCalls = 735 -VariableMetric: Iteration # 86 - FCN = 297180.9873419 Edm = 0.0357945 NCalls = 738 -VariableMetric: Iteration # 87 - FCN = 297180.9268249 Edm = 0.0150072 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297180.8920276 Edm = 0.0216971 NCalls = 742 -VariableMetric: Iteration # 89 - FCN = 297180.8551753 Edm = 0.0110614 NCalls = 744 -VariableMetric: Iteration # 90 - FCN = 297180.8284049 Edm = 0.0131101 NCalls = 746 -VariableMetric: Iteration # 91 - FCN = 297180.7699804 Edm = 0.0173587 NCalls = 748 -VariableMetric: Iteration # 92 - FCN = 297180.7194854 Edm = 0.0237006 NCalls = 750 -VariableMetric: Iteration # 93 - FCN = 297180.5785239 Edm = 0.024843 NCalls = 753 -VariableMetric: Iteration # 94 - FCN = 297180.5381417 Edm = 0.0158514 NCalls = 755 -VariableMetric: Iteration # 95 - FCN = 297180.4545635 Edm = 0.0217978 NCalls = 758 -VariableMetric: Iteration # 96 - FCN = 297180.4189259 Edm = 0.00732842 NCalls = 760 -VariableMetric: Iteration # 97 - FCN = 297180.3990571 Edm = 0.00368475 NCalls = 762 -VariableMetric: Iteration # 98 - FCN = 297180.3909685 Edm = 0.00192807 NCalls = 764 -VariableMetric: Iteration # 99 - FCN = 297180.3838872 Edm = 0.0014153 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297180.3802452 Edm = 0.00147385 NCalls = 768 -VariableMetric: Iteration # 101 - FCN = 297180.3713604 Edm = 0.00224904 NCalls = 771 -VariableMetric: Iteration # 102 - FCN = 297180.3676356 Edm = 0.00100033 NCalls = 773 -VariableMetric: Iteration # 103 - FCN = 297180.3654485 Edm = 0.000391151 NCalls = 775 -VariableMetric: Iteration # 104 - FCN = 297180.3649025 Edm = 0.000142351 NCalls = 777 -VariableMetric: Iteration # 105 - FCN = 297180.364354 Edm = 0.000146508 NCalls = 779 -VariableMetric: Iteration # 106 - FCN = 297180.3640588 Edm = 7.23936e-05 NCalls = 781 -VariableMetric: After Hessian - FCN = 297180.3640588 Edm = 0.00060173 NCalls = 1260 -VariableMetric: Iteration # 107 - FCN = 297180.3640588 Edm = 0.00060173 NCalls = 1260 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303449.419387 Edm = 9.2011 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303449.419387 Edm = 9.2011 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300149.89416 Edm = 6.60277 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300140.4270636 Edm = 16.8901 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298540.4896743 Edm = 2.10373 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298537.8171906 Edm = 1.22359 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298536.1520312 Edm = 2.11538 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298231.3845007 Edm = 112.151 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297999.5518003 Edm = 8.78414 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297981.5359361 Edm = 4.92813 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297967.5668933 Edm = 5.69438 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297962.7539921 Edm = 4.70318 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297958.1522272 Edm = 0.365208 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297957.5796714 Edm = 0.158129 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297945.4036333 Edm = 12.6878 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297944.0100914 Edm = 1.2541 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297921.6797988 Edm = 12.1789 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297896.1652916 Edm = 0.159178 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297895.916015 Edm = 0.0511661 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297895.2866756 Edm = 0.416463 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297828.4174347 Edm = 15.7667 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297782.3191562 Edm = 19.3363 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297716.8572919 Edm = 14.5165 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297711.6833896 Edm = 16.2784 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297691.5828169 Edm = 13.1879 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297685.8974777 Edm = 12.6174 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297666.0106373 Edm = 9.48895 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297660.9890411 Edm = 5.55242 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297656.5946177 Edm = 3.82716 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297652.847233 Edm = 0.820672 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297651.3773049 Edm = 0.297579 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297651.139911 Edm = 0.0242145 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297651.0498462 Edm = 0.0758585 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297649.195239 Edm = 1.28286 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297608.3202766 Edm = 11.5059 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297591.7658238 Edm = 2.75994 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297587.4748207 Edm = 2.19311 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297577.3093032 Edm = 8.94919 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297575.945852 Edm = 2.93086 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297571.5764938 Edm = 3.4142 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297564.5245242 Edm = 2.18601 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297563.6886892 Edm = 0.34214 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297563.2671497 Edm = 0.116177 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297562.5695995 Edm = 0.0933535 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297562.4532387 Edm = 0.0232708 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297562.3826655 Edm = 0.0188361 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297562.3319549 Edm = 0.0168915 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297562.3057578 Edm = 0.0046349 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297562.2967193 Edm = 0.00469625 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297562.1638378 Edm = 0.136123 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297560.8856617 Edm = 1.53535 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297560.8771878 Edm = 0.00606991 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297560.8258098 Edm = 0.0571525 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297559.8388721 Edm = 1.17697 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297559.8024832 Edm = 0.040861 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297559.7405145 Edm = 0.0511941 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297557.1116882 Edm = 3.37418 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297556.6530979 Edm = 0.484121 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297553.0787669 Edm = 0.918676 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297551.1110014 Edm = 0.271593 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297550.7689134 Edm = 0.258474 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297549.9834243 Edm = 0.585447 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297549.916716 Edm = 0.134912 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297549.1641124 Edm = 0.780637 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297547.9963651 Edm = 0.533145 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297547.5846746 Edm = 0.0910558 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297547.5183564 Edm = 0.0174377 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297547.4777441 Edm = 0.0214668 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297547.4377326 Edm = 0.00686132 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297547.4264791 Edm = 0.00430145 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297547.4043544 Edm = 0.0197379 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297546.8470771 Edm = 0.56492 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297546.843472 Edm = 0.0046906 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297546.8038411 Edm = 0.0441424 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297545.4339113 Edm = 1.8492 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297545.3799526 Edm = 0.0987089 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297545.335637 Edm = 0.0439294 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297545.1929287 Edm = 0.142449 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297545.1562673 Edm = 0.0277346 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297542.050796 Edm = 4.21405 NCalls = 280 -VariableMetric: Iteration # 79 - FCN = 297540.2993254 Edm = 3.05079 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297537.2778289 Edm = 1.70947 NCalls = 292 -VariableMetric: Iteration # 81 - FCN = 297532.4985393 Edm = 1.01306 NCalls = 297 -VariableMetric: Iteration # 82 - FCN = 297530.9481935 Edm = 0.976885 NCalls = 299 -VariableMetric: Iteration # 83 - FCN = 297530.2890501 Edm = 0.0372938 NCalls = 301 -VariableMetric: Iteration # 84 - FCN = 297530.2404677 Edm = 0.00644121 NCalls = 303 -VariableMetric: Iteration # 85 - FCN = 297530.2225225 Edm = 0.00920825 NCalls = 305 -VariableMetric: Iteration # 86 - FCN = 297530.2146915 Edm = 0.00540413 NCalls = 307 -VariableMetric: Iteration # 87 - FCN = 297530.2095929 Edm = 0.00122358 NCalls = 309 -VariableMetric: Iteration # 88 - FCN = 297530.1956333 Edm = 0.0134578 NCalls = 312 -VariableMetric: Iteration # 89 - FCN = 297529.5523372 Edm = 0.510324 NCalls = 319 -VariableMetric: Iteration # 90 - FCN = 297526.6668948 Edm = 0.660119 NCalls = 322 -VariableMetric: Iteration # 91 - FCN = 297525.6007329 Edm = 0.286588 NCalls = 325 -VariableMetric: Iteration # 92 - FCN = 297525.1665501 Edm = 0.11923 NCalls = 327 -VariableMetric: Iteration # 93 - FCN = 297525.0993743 Edm = 0.0378503 NCalls = 329 -VariableMetric: Iteration # 94 - FCN = 297525.0633308 Edm = 0.00704084 NCalls = 331 -VariableMetric: Iteration # 95 - FCN = 297525.0561283 Edm = 0.00122914 NCalls = 333 -VariableMetric: Iteration # 96 - FCN = 297525.0547654 Edm = 0.000237645 NCalls = 335 -VariableMetric: Iteration # 97 - FCN = 297525.0543232 Edm = 0.000290267 NCalls = 337 -VariableMetric: Iteration # 98 - FCN = 297525.0527293 Edm = 0.001386 NCalls = 340 -VariableMetric: Iteration # 99 - FCN = 297525.0411661 Edm = 0.0106404 NCalls = 343 -VariableMetric: Iteration # 100 - FCN = 297524.7601978 Edm = 0.278552 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297522.4314905 Edm = 1.17772 NCalls = 352 -VariableMetric: Iteration # 102 - FCN = 297521.1946125 Edm = 0.639406 NCalls = 353 -VariableMetric: Iteration # 103 - FCN = 297520.5225337 Edm = 0.102742 NCalls = 355 -VariableMetric: Iteration # 104 - FCN = 297520.4113553 Edm = 0.0296998 NCalls = 357 -VariableMetric: Iteration # 105 - FCN = 297520.3676701 Edm = 0.00307942 NCalls = 359 -VariableMetric: Iteration # 106 - FCN = 297520.3645297 Edm = 0.000151055 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297520.3642598 Edm = 0.000116966 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297520.363239 Edm = 0.00126921 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297520.3556338 Edm = 0.00706218 NCalls = 370 -VariableMetric: Iteration # 110 - FCN = 297520.2167604 Edm = 0.0928032 NCalls = 374 -VariableMetric: Iteration # 111 - FCN = 297519.3087994 Edm = 0.446604 NCalls = 377 -VariableMetric: Iteration # 112 - FCN = 297518.2906252 Edm = 0.104126 NCalls = 380 -VariableMetric: Iteration # 113 - FCN = 297518.2249916 Edm = 0.00792348 NCalls = 382 -VariableMetric: Iteration # 114 - FCN = 297518.214543 Edm = 0.00038624 NCalls = 384 -VariableMetric: Iteration # 115 - FCN = 297518.2140175 Edm = 6.50272e-05 NCalls = 386 -VariableMetric: After Hessian - FCN = 297518.2140175 Edm = 56.415 NCalls = 867 -VariableMetric: Iteration # 116 - FCN = 297518.2140175 Edm = 56.415 NCalls = 867 -VariableMetric: Iteration # 117 - FCN = 297515.8880281 Edm = 1411.17 NCalls = 874 -VariableMetric: Iteration # 118 - FCN = 297515.2482284 Edm = 4.39363 NCalls = 876 -VariableMetric: Iteration # 119 - FCN = 297504.1684516 Edm = 0.618263 NCalls = 881 -VariableMetric: Iteration # 120 - FCN = 297503.9685108 Edm = 0.827496 NCalls = 883 -VariableMetric: Iteration # 121 - FCN = 297501.6747117 Edm = 0.588467 NCalls = 887 -VariableMetric: Iteration # 122 - FCN = 297501.2668484 Edm = 0.136966 NCalls = 890 -VariableMetric: Iteration # 123 - FCN = 297501.1093132 Edm = 0.241806 NCalls = 892 -VariableMetric: Iteration # 124 - FCN = 297500.8495877 Edm = 0.156754 NCalls = 894 -VariableMetric: Iteration # 125 - FCN = 297500.6221483 Edm = 0.0510572 NCalls = 896 -VariableMetric: Iteration # 126 - FCN = 297500.3057591 Edm = 0.131422 NCalls = 900 -VariableMetric: Iteration # 127 - FCN = 297499.8532459 Edm = 0.153045 NCalls = 903 -VariableMetric: Iteration # 128 - FCN = 297499.3215055 Edm = 0.123399 NCalls = 906 -VariableMetric: Iteration # 129 - FCN = 297499.2380858 Edm = 0.0442172 NCalls = 908 -VariableMetric: Iteration # 130 - FCN = 297499.1311538 Edm = 0.0433941 NCalls = 910 -VariableMetric: Iteration # 131 - FCN = 297499.0604751 Edm = 0.0126785 NCalls = 912 -VariableMetric: Iteration # 132 - FCN = 297499.0217225 Edm = 0.0132829 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297498.9910246 Edm = 0.00516907 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297498.9797962 Edm = 0.00440158 NCalls = 921 -VariableMetric: Iteration # 135 - FCN = 297498.9717694 Edm = 0.00326676 NCalls = 923 -VariableMetric: Iteration # 136 - FCN = 297498.9657756 Edm = 0.000818039 NCalls = 925 -VariableMetric: Iteration # 137 - FCN = 297498.9635386 Edm = 0.00112901 NCalls = 927 -VariableMetric: Iteration # 138 - FCN = 297498.958457 Edm = 0.000790527 NCalls = 929 -VariableMetric: Iteration # 139 - FCN = 297498.9570851 Edm = 0.000399745 NCalls = 931 -VariableMetric: Iteration # 140 - FCN = 297498.9543059 Edm = 0.000219784 NCalls = 934 -VariableMetric: Iteration # 141 - FCN = 297498.9538854 Edm = 0.000138676 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297498.9534086 Edm = 0.000138932 NCalls = 938 -VariableMetric: Iteration # 143 - FCN = 297498.9529953 Edm = 8.86675e-05 NCalls = 940 -VariableMetric: Iteration # 144 - FCN = 297498.9528041 Edm = 5.7365e-05 NCalls = 942 -VariableMetric: After Hessian - FCN = 297498.9528041 Edm = 0.00584362 NCalls = 1433 -VariableMetric: Iteration # 145 - FCN = 297498.9528041 Edm = 0.00584362 NCalls = 1433 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1422 (1422 total) | -| EDM = 3.01E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297332.59840611904 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.434 | 0.013 | | | -2 | 2 | | -| 1 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.41 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.71 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.12 | 0.30 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 5.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.24 | 0.18 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.24 | 0.24 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.42 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.19 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -2.0 | 0.9 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.22 | 0.14 | | | -0.3 | 0.3 | | -| 17| p4160_s | 1.94 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.20 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.779 | 0.027 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.21 | 0.06 | | | -2 | 2 | | -| 22| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.81 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.300 0.448 -0.057 -0.043 -0.161 0.090 -0.003 -0.559 -0.464 0.103 0.582 -0.021 -0.127 -0.622 0.027 0.339 -0.195 -0.268 0.166 -0.617 -0.063 -0.006 -0.130 | -| rho_s | 0.300 1.000 0.178 0.007 -0.119 -0.073 0.377 0.033 -0.224 -0.197 0.038 0.244 -0.011 -0.053 -0.267 0.010 0.143 -0.083 -0.109 0.177 -0.261 0.038 0.002 -0.064 | -| jpsi_p | 0.448 0.178 1.000 -0.069 -0.042 0.028 0.051 -0.012 -0.667 -0.421 -0.030 0.674 0.257 -0.218 -0.556 0.213 0.064 -0.288 -0.099 0.509 -0.667 -0.113 0.004 0.014 | -| phi_s | -0.057 0.007 -0.069 1.000 0.031 0.010 0.047 0.691 0.053 0.068 -0.011 -0.071 -0.003 0.010 0.076 -0.006 -0.045 0.012 0.017 -0.058 0.077 -0.095 0.019 0.008 | -| omega_s | -0.043 -0.119 -0.042 0.031 1.000 0.009 0.616 -0.008 0.035 0.042 -0.007 -0.044 0.000 0.007 0.049 -0.003 -0.030 0.009 0.013 -0.037 0.048 -0.051 0.012 0.007 | -| p4040_p | -0.161 -0.073 0.028 0.010 0.009 1.000 -0.021 0.001 0.175 0.386 0.025 -0.129 0.280 -0.107 0.338 0.005 -0.390 0.368 0.310 -0.203 0.267 -0.019 0.001 0.163 | -| omega_p | 0.090 0.377 0.051 0.047 0.616 -0.021 1.000 0.046 -0.069 -0.060 0.011 0.076 -0.001 -0.017 -0.081 0.004 0.040 -0.027 -0.032 0.055 -0.082 0.011 -0.031 -0.019 | -| phi_p | -0.003 0.033 -0.012 0.691 -0.008 0.001 0.046 1.000 0.004 0.007 -0.001 -0.007 -0.000 0.001 0.008 -0.001 -0.006 0.001 0.002 -0.005 0.007 -0.009 0.014 0.001 | -| Ctt | -0.559 -0.224 -0.667 0.053 0.035 0.175 -0.069 0.004 1.000 0.695 0.068 -0.789 -0.099 0.379 0.848 0.100 -0.372 0.450 0.303 -0.655 0.837 0.257 0.001 0.215 | -| DDstar_p | -0.464 -0.197 -0.421 0.068 0.042 0.386 -0.060 0.007 0.695 1.000 -0.077 -0.700 0.241 0.209 0.778 0.067 -0.730 0.330 0.470 -0.519 0.884 -0.087 -0.008 0.325 | -| p4415_s | 0.103 0.038 -0.030 -0.011 -0.007 0.025 0.011 -0.001 0.068 -0.077 1.000 0.010 0.004 0.087 -0.059 0.000 0.039 0.216 -0.134 0.115 -0.044 -0.048 0.000 -0.003 | -| p3770_p | 0.582 0.244 0.674 -0.071 -0.044 -0.129 0.076 -0.007 -0.789 -0.700 0.010 1.000 0.114 -0.292 -0.815 0.071 0.416 -0.364 -0.276 0.667 -0.898 0.021 0.004 -0.294 | -| p4160_p | -0.021 -0.011 0.257 -0.003 0.000 0.280 -0.001 -0.000 -0.099 0.241 0.004 0.114 1.000 -0.403 0.089 0.090 -0.346 -0.101 0.370 -0.035 0.027 0.002 0.001 0.123 | -| p4040_s | -0.127 -0.053 -0.218 0.010 0.007 -0.107 -0.017 0.001 0.379 0.209 0.087 -0.292 -0.403 1.000 0.226 0.029 -0.182 0.110 -0.075 -0.155 0.283 0.027 0.001 0.174 | -| Dbar_p | -0.622 -0.267 -0.556 0.076 0.049 0.338 -0.081 0.008 0.848 0.778 -0.059 -0.815 0.089 0.226 1.000 0.054 -0.408 0.364 0.409 -0.720 0.897 -0.073 -0.005 0.332 | -| psi2s_p | 0.027 0.010 0.213 -0.006 -0.003 0.005 0.004 -0.001 0.100 0.067 0.000 0.071 0.090 0.029 0.054 1.000 -0.165 -0.032 0.048 0.031 -0.042 -0.018 0.000 -0.149 | -| DDstar_s | 0.339 0.143 0.064 -0.045 -0.030 -0.390 0.040 -0.006 -0.372 -0.730 0.039 0.416 -0.346 -0.182 -0.408 -0.165 1.000 -0.256 -0.463 0.381 -0.586 0.036 0.004 -0.268 | -| p4160_s | -0.195 -0.083 -0.288 0.012 0.009 0.368 -0.027 0.001 0.450 0.330 0.216 -0.364 -0.101 0.110 0.364 -0.032 -0.256 1.000 -0.007 -0.247 0.397 0.061 0.003 0.141 | -| p4415_p | -0.268 -0.109 -0.099 0.017 0.013 0.310 -0.032 0.002 0.303 0.470 -0.134 -0.276 0.370 -0.075 0.409 0.048 -0.463 -0.007 1.000 -0.330 0.401 0.108 0.003 0.192 | -| bplus_1 | 0.166 0.177 0.509 -0.058 -0.037 -0.203 0.055 -0.005 -0.655 -0.519 0.115 0.667 -0.035 -0.155 -0.720 0.031 0.381 -0.247 -0.330 1.000 -0.711 -0.127 0.010 -0.173 | -| Dbar_s | -0.617 -0.261 -0.667 0.077 0.048 0.267 -0.082 0.007 0.837 0.884 -0.044 -0.898 0.027 0.283 0.897 -0.042 -0.586 0.397 0.401 -0.711 1.000 -0.032 -0.006 0.252 | -| bplus_2 | -0.063 0.038 -0.113 -0.095 -0.051 -0.019 0.011 -0.009 0.257 -0.087 -0.048 0.021 0.002 0.027 -0.073 -0.018 0.036 0.061 0.108 -0.127 -0.032 1.000 0.039 -0.054 | -| rho_p | -0.006 0.002 0.004 0.019 0.012 0.001 -0.031 0.014 0.001 -0.008 0.000 0.004 0.001 0.001 -0.005 0.000 0.004 0.003 0.003 0.010 -0.006 0.039 1.000 0.002 | -| p3770_s | -0.130 -0.064 0.014 0.008 0.007 0.163 -0.019 0.001 0.215 0.325 -0.003 -0.294 0.123 0.174 0.332 -0.149 -0.268 0.141 0.192 -0.173 0.252 -0.054 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.012636995046453992}), (, {'error': 0.3452421616178603}), (, {'error': 0.04002189352829655}), (, {'error': 1.0837962285472926}), (, {'error': 1.123500056683575}), (, {'error': 0.16613643668307887}), (, {'error': 0.25318875991688294}), (, {'error': 0.6216005014434689}), (, {'error': 0.2985949234530674}), (, {'error': 1.1086490091004606}), (, {'error': 0.18342165919208342}), (, {'error': 0.23903542733348182}), (, {'error': 0.12058994149004088}), (, {'error': 0.1700573811195465}), (, {'error': 0.9460200635824143}), (, {'error': 0.032339102202008974}), (, {'error': 0.13666734176329604}), (, {'error': 0.17790692958781795}), (, {'error': 0.1928734657783575}), (, {'error': 0.02675603179713648}), (, {'error': 0.4189127658857395}), (, {'error': 0.061237952389842976}), (, {'error': 0.13015120772156274}), (, {'error': 0.2521864823309323})]) -Toy 1/25 -Time taken: 6 min, 42 s -Projected time left: 2 h, 40 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1614 (1614 total) | -| EDM = 2.65E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297273.5787149335 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.418 | 0.006 | | | -2 | 2 | | -| 1 | rho_s | 0.71 | 0.28 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | 1.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 20.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 6.4 | 1.5 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 4.00 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.53 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.70 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.30 | 0.20 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 3.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.16 | 0.17 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.82 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.30 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.75 | 0.15 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 5.27 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.38 | 0.14 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.23 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.826 | 0.012 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.52 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.24 | 0.06 | | | -2 | 2 | | -| 22| rho_p | -0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.2 | 0.4 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.105 0.103 0.057 0.038 0.168 0.008 0.007 0.186 0.149 -0.166 0.118 0.185 -0.093 0.164 0.124 -0.089 -0.098 0.075 -0.393 -0.186 -0.032 -0.071 0.141 | -| rho_s | -0.105 1.000 -0.066 0.008 -0.280 -0.066 0.079 0.119 -0.065 -0.067 0.037 -0.055 -0.066 0.011 -0.007 -0.057 0.009 0.011 -0.033 0.012 0.077 0.028 0.047 -0.072 | -| jpsi_p | 0.103 -0.066 1.000 0.011 0.034 0.622 0.017 -0.001 0.563 0.660 -0.241 0.680 0.663 -0.169 -0.366 0.667 0.149 -0.205 0.198 0.148 -0.798 0.519 0.002 0.727 | -| phi_s | 0.057 0.008 0.011 1.000 -0.005 0.025 0.009 0.550 0.024 0.032 -0.018 0.028 0.027 -0.026 0.007 0.025 0.003 -0.030 -0.007 0.024 -0.038 0.105 -0.110 0.023 | -| omega_s | 0.038 -0.280 0.034 -0.005 1.000 0.038 0.717 -0.084 0.038 0.042 -0.019 0.034 0.038 -0.011 -0.003 0.035 0.001 -0.012 0.013 -0.001 -0.048 0.012 0.001 0.041 | -| p4040_p | 0.168 -0.066 0.622 0.025 0.038 1.000 0.018 0.003 0.501 0.646 -0.183 0.637 0.607 -0.228 -0.258 0.507 0.191 0.029 0.232 0.200 -0.731 0.416 -0.009 0.601 | -| omega_p | 0.008 0.079 0.017 0.009 0.717 0.018 1.000 -0.025 0.019 0.020 -0.008 0.017 0.018 -0.004 -0.007 0.017 0.003 -0.005 0.007 0.000 -0.023 0.004 -0.020 0.020 | -| phi_p | 0.007 0.119 -0.001 0.550 -0.084 0.003 -0.025 1.000 0.006 0.003 -0.001 0.008 0.005 -0.006 -0.008 0.005 0.004 -0.006 -0.003 0.016 -0.006 0.036 -0.168 0.003 | -| Ctt | 0.186 -0.065 0.563 0.024 0.038 0.501 0.019 0.006 1.000 0.771 -0.104 0.599 0.449 -0.065 -0.188 0.672 0.227 -0.100 0.114 0.221 -0.813 0.271 -0.004 0.658 | -| DDstar_p | 0.149 -0.067 0.660 0.032 0.042 0.646 0.020 0.003 0.771 1.000 -0.255 0.718 0.566 -0.271 -0.357 0.640 0.255 -0.258 0.070 0.182 -0.948 0.551 -0.017 0.755 | -| p4415_s | -0.166 0.037 -0.241 -0.018 -0.019 -0.183 -0.008 -0.001 -0.104 -0.255 1.000 -0.243 -0.194 0.175 0.119 -0.196 -0.116 0.297 -0.120 -0.186 0.271 -0.094 0.011 -0.219 | -| p3770_p | 0.118 -0.055 0.680 0.028 0.034 0.637 0.017 0.008 0.599 0.718 -0.243 1.000 0.642 -0.212 -0.500 0.624 0.213 -0.203 0.179 0.134 -0.794 0.454 -0.018 0.609 | -| p4160_p | 0.185 -0.066 0.663 0.027 0.038 0.607 0.018 0.005 0.449 0.566 -0.194 0.642 1.000 -0.374 -0.303 0.542 0.184 -0.200 0.327 0.215 -0.698 0.394 -0.013 0.612 | -| p4040_s | -0.093 0.011 -0.169 -0.026 -0.011 -0.228 -0.004 -0.006 -0.065 -0.271 0.175 -0.212 -0.374 1.000 0.212 -0.190 -0.125 0.065 -0.119 -0.093 0.236 -0.151 0.033 -0.138 | -| Dbar_p | 0.164 -0.007 -0.366 0.007 -0.003 -0.258 -0.007 -0.008 -0.188 -0.357 0.119 -0.500 -0.303 0.212 1.000 -0.286 0.052 0.183 -0.001 0.161 0.366 -0.176 -0.022 -0.311 | -| psi2s_p | 0.124 -0.057 0.667 0.025 0.035 0.507 0.017 0.005 0.672 0.640 -0.196 0.624 0.542 -0.190 -0.286 1.000 0.153 -0.212 0.132 0.152 -0.742 0.457 -0.012 0.539 | -| DDstar_s | -0.089 0.009 0.149 0.003 0.001 0.191 0.003 0.004 0.227 0.255 -0.116 0.213 0.184 -0.125 0.052 0.153 1.000 -0.099 0.005 -0.091 -0.245 0.161 -0.001 0.208 | -| p4160_s | -0.098 0.011 -0.205 -0.030 -0.012 0.029 -0.005 -0.006 -0.100 -0.258 0.297 -0.203 -0.200 0.065 0.183 -0.212 -0.099 1.000 -0.116 -0.103 0.245 -0.201 0.040 -0.187 | -| p4415_p | 0.075 -0.033 0.198 -0.007 0.013 0.232 0.007 -0.003 0.114 0.070 -0.120 0.179 0.327 -0.119 -0.001 0.132 0.005 -0.116 1.000 0.098 -0.163 0.006 0.023 0.169 | -| bplus_1 | -0.393 0.012 0.148 0.024 -0.001 0.200 0.000 0.016 0.221 0.182 -0.186 0.134 0.215 -0.093 0.161 0.152 -0.091 -0.103 0.098 1.000 -0.223 -0.006 -0.059 0.170 | -| Dbar_s | -0.186 0.077 -0.798 -0.038 -0.048 -0.731 -0.023 -0.006 -0.813 -0.948 0.271 -0.794 -0.698 0.236 0.366 -0.742 -0.245 0.245 -0.163 -0.223 1.000 -0.599 0.021 -0.843 | -| bplus_2 | -0.032 0.028 0.519 0.105 0.012 0.416 0.004 0.036 0.271 0.551 -0.094 0.454 0.394 -0.151 -0.176 0.457 0.161 -0.201 0.006 -0.006 -0.599 1.000 -0.186 0.501 | -| rho_p | -0.071 0.047 0.002 -0.110 0.001 -0.009 -0.020 -0.168 -0.004 -0.017 0.011 -0.018 -0.013 0.033 -0.022 -0.012 -0.001 0.040 0.023 -0.059 0.021 -0.186 1.000 -0.004 | -| p3770_s | 0.141 -0.072 0.727 0.023 0.041 0.601 0.020 0.003 0.658 0.755 -0.219 0.609 0.612 -0.138 -0.311 0.539 0.208 -0.187 0.169 0.170 -0.843 0.501 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.00593310060452823}), (, {'error': 0.2823693731023311}), (, {'error': 0.03931738164595755}), (, {'error': 0.9417347259480664}), (, {'error': 1.5001420563423764}), (, {'error': 0.30706370404426586}), (, {'error': 0.2969258493998512}), (, {'error': 0.160542123373832}), (, {'error': 0.2001209495854409}), (, {'error': 1.0871485779634655}), (, {'error': 0.1692813576605382}), (, {'error': 0.15006061353026778}), (, {'error': 0.11772098259710351}), (, {'error': 0.1468424049005132}), (, {'error': 0.2836445698777208}), (, {'error': 0.04187504187385738}), (, {'error': 0.08230496178183727}), (, {'error': 0.14271719547329376}), (, {'error': 0.16520335617146809}), (, {'error': 0.011988158156573059}), (, {'error': 0.5194856562118326}), (, {'error': 0.06057846072315454}), (, {'error': 0.4980034252755834}), (, {'error': 0.37075193599407763})]) -Toy 2/25 -Time taken: 12 min, 56 s -Projected time left: 2 h, 28 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1293 (1293 total) | -| EDM = 3.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297118.6508965969 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 1 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -1.611 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 15.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.00 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.92 | 0.23 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.57 | 0.20 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.09 | 0.20 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.65 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.00 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.79 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -4.39 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.911 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.59 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.30 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 20| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.19 | 0.09 | | | -2 | 2 | | -| 22| rho_p | -0.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.20 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.310 0.098 0.080 0.033 0.002 -0.089 -0.018 0.034 -0.111 -0.037 0.027 0.018 -0.048 -0.061 -0.014 -0.002 -0.037 -0.011 -0.925 0.001 -0.105 0.061 -0.019 | -| rho_s | -0.310 1.000 -0.035 0.009 0.051 -0.008 0.395 0.019 -0.005 0.081 0.025 0.000 -0.016 0.017 0.044 0.003 0.003 0.021 -0.004 0.258 0.000 0.019 0.239 0.008 | -| jpsi_p | 0.098 -0.035 1.000 0.006 -0.012 -0.085 -0.021 -0.028 0.235 -0.066 -0.013 0.008 -0.055 -0.031 0.214 -0.019 0.051 -0.017 -0.009 -0.048 0.046 -0.168 -0.089 -0.065 | -| phi_s | 0.080 0.009 0.006 1.000 0.016 -0.000 0.001 0.618 -0.038 -0.011 -0.006 0.000 0.001 -0.022 -0.015 -0.005 -0.000 -0.027 -0.019 -0.075 -0.000 0.069 0.120 -0.014 | -| omega_s | 0.033 0.051 -0.012 0.016 1.000 -0.002 0.785 -0.038 -0.011 -0.008 -0.002 -0.002 -0.002 -0.008 -0.007 -0.005 0.000 -0.010 -0.007 -0.028 0.000 0.025 0.044 -0.007 | -| p4040_p | 0.002 -0.008 -0.085 -0.000 -0.002 1.000 -0.004 -0.001 -0.302 0.043 -0.058 0.159 0.310 -0.172 -0.057 -0.192 0.022 0.270 0.176 0.027 0.017 0.019 -0.002 -0.099 | -| omega_p | -0.089 0.395 -0.021 0.001 0.785 -0.004 1.000 -0.018 -0.006 0.021 0.007 -0.002 -0.007 0.001 0.011 -0.002 0.001 0.001 -0.006 0.076 0.000 0.021 0.020 -0.002 | -| phi_p | -0.018 0.019 -0.028 0.618 -0.038 -0.001 -0.018 1.000 0.002 0.002 0.002 -0.004 -0.003 0.005 0.005 -0.002 0.001 0.006 0.003 0.012 0.000 -0.019 0.106 0.001 | -| Ctt | 0.034 -0.005 0.235 -0.038 -0.011 -0.302 -0.006 0.002 1.000 -0.054 0.179 -0.240 -0.361 0.298 -0.317 0.218 -0.006 0.259 0.024 0.081 0.001 -0.661 0.105 -0.106 | -| DDstar_p | -0.111 0.081 -0.066 -0.011 -0.008 0.043 0.021 0.002 -0.054 1.000 -0.007 0.156 0.030 -0.165 -0.151 -0.106 0.039 -0.066 -0.151 -0.160 0.006 0.275 -0.021 0.062 | -| p4415_s | -0.037 0.025 -0.013 -0.006 -0.002 -0.058 0.007 0.002 0.179 -0.007 1.000 -0.068 -0.122 0.213 0.052 0.037 -0.002 0.338 -0.170 -0.064 -0.001 0.123 -0.001 0.029 | -| p3770_p | 0.027 0.000 0.008 0.000 -0.002 0.159 -0.002 -0.004 -0.240 0.156 -0.068 1.000 0.178 -0.122 0.294 -0.034 0.031 -0.054 0.022 -0.098 0.037 0.081 -0.015 -0.264 | -| p4160_p | 0.018 -0.016 -0.055 0.001 -0.002 0.310 -0.007 -0.003 -0.361 0.030 -0.122 0.178 1.000 -0.492 0.009 -0.144 0.045 -0.151 0.285 0.028 0.029 -0.007 -0.004 -0.052 | -| p4040_s | -0.048 0.017 -0.031 -0.022 -0.008 -0.172 0.001 0.005 0.298 -0.165 0.213 -0.122 -0.492 1.000 -0.123 -0.054 -0.001 0.167 -0.127 0.057 -0.002 -0.123 0.054 0.094 | -| Dbar_p | -0.061 0.044 0.214 -0.015 -0.007 -0.057 0.011 0.005 -0.317 -0.151 0.052 0.294 0.009 -0.123 1.000 -0.024 -0.001 -0.058 -0.090 -0.071 0.023 0.062 0.019 -0.066 | -| psi2s_p | -0.014 0.003 -0.019 -0.005 -0.005 -0.192 -0.002 -0.002 0.218 -0.106 0.037 -0.034 -0.144 -0.054 -0.024 1.000 0.020 -0.057 -0.073 0.028 0.025 -0.038 0.001 -0.425 | -| DDstar_s | -0.002 0.003 0.051 -0.000 0.000 0.022 0.001 0.001 -0.006 0.039 -0.002 0.031 0.045 -0.001 -0.001 0.020 1.000 0.003 0.017 -0.010 -0.001 0.010 -0.001 0.025 | -| p4160_s | -0.037 0.021 -0.017 -0.027 -0.010 0.270 0.001 0.006 0.259 -0.066 0.338 -0.054 -0.151 0.167 -0.058 -0.057 0.003 1.000 -0.117 0.015 -0.000 -0.145 0.068 0.026 | -| p4415_p | -0.011 -0.004 -0.009 -0.019 -0.007 0.176 -0.006 0.003 0.024 -0.151 -0.170 0.022 0.285 -0.127 -0.090 -0.073 0.017 -0.117 1.000 0.099 0.010 -0.234 0.056 -0.019 | -| bplus_1 | -0.925 0.258 -0.048 -0.075 -0.028 0.027 0.076 0.012 0.081 -0.160 -0.064 -0.098 0.028 0.057 -0.071 0.028 -0.010 0.015 0.099 1.000 -0.004 -0.115 -0.063 -0.019 | -| Dbar_s | 0.001 0.000 0.046 -0.000 0.000 0.017 0.000 0.000 0.001 0.006 -0.001 0.037 0.029 -0.002 0.023 0.025 -0.001 -0.000 0.010 -0.004 1.000 0.001 0.001 0.024 | -| bplus_2 | -0.105 0.019 -0.168 0.069 0.025 0.019 0.021 -0.019 -0.661 0.275 0.123 0.081 -0.007 -0.123 0.062 -0.038 0.010 -0.145 -0.234 -0.115 0.001 1.000 -0.270 0.046 | -| rho_p | 0.061 0.239 -0.089 0.120 0.044 -0.002 0.020 0.106 0.105 -0.021 -0.001 -0.015 -0.004 0.054 0.019 0.001 -0.001 0.068 0.056 -0.063 0.001 -0.270 1.000 0.025 | -| p3770_s | -0.019 0.008 -0.065 -0.014 -0.007 -0.099 -0.002 0.001 -0.106 0.062 0.029 -0.264 -0.052 0.094 -0.066 -0.425 0.025 0.026 -0.019 -0.019 0.024 0.046 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03447850521692053}), (, {'error': 0.33669875576068853}), (, {'error': 0.0241208031808533}), (, {'error': 1.0569528519961775}), (, {'error': 1.4958931076793136}), (, {'error': 0.23673693301953236}), (, {'error': 0.3271567606986885}), (, {'error': 0.22873658809434172}), (, {'error': 0.19909801232302565}), (, {'error': 0.32121999603116747}), (, {'error': 0.19671236081639337}), (, {'error': 0.09716395192245075}), (, {'error': 0.08688423513813914}), (, {'error': 0.1706218565974793}), (, {'error': 0.3100883239470549}), (, {'error': 0.031038795246120188}), (, {'error': 0.022926027910732005}), (, {'error': 0.1683913681573408}), (, {'error': 0.19342896141300314}), (, {'error': 0.06580847681304025}), (, {'error': 0.017639200654676224}), (, {'error': 0.09088509416041557}), (, {'error': 0.2651502969557371}), (, {'error': 0.23411021618430006})]) -Toy 3/25 -Time taken: 18 min, 21 s -Projected time left: 2 h, 14 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1426 (1426 total) | -| EDM = 0.0127 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297144.94361837057 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.486 | 0.007 | | | -2 | 2 | | -| 1 | rho_s | 1.25 | 0.27 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 18.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 7.5 | 1.2 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.42 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.44 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.23 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.06 | 0.11 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 2.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.59 | 0.16 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.98 | 0.28 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.18 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.41 | 0.14 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 5 | 11 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.10 | 0.15 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.16 | 0.13 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.930 | 0.014 | | | -2 | 2 | | -| 20| Dbar_s | 0.05 | 0.47 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.28 | 0.05 | | | -2 | 2 | | -| 22| rho_p | 5.95 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.7 | 0.3 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.106 0.536 -0.009 -0.002 0.473 0.032 0.035 -0.132 0.395 -0.028 0.528 0.456 -0.147 0.547 0.469 0.165 -0.168 0.254 0.068 -0.534 -0.209 0.086 0.473 | -| rho_s | 0.106 1.000 0.061 -0.012 -0.087 0.055 0.304 0.019 -0.009 0.043 -0.005 0.063 0.054 -0.019 0.066 0.056 0.020 -0.023 0.030 0.043 -0.064 -0.016 0.193 0.053 | -| jpsi_p | 0.536 0.061 1.000 -0.005 0.007 0.783 0.035 0.051 -0.290 0.858 -0.212 0.890 0.802 -0.344 0.930 0.795 0.244 -0.403 0.446 0.583 -0.943 -0.128 0.093 0.777 | -| phi_s | -0.009 -0.012 -0.005 1.000 0.010 -0.001 0.018 0.589 -0.005 0.004 -0.005 0.006 0.002 -0.010 0.006 0.003 0.001 -0.015 -0.007 -0.004 -0.007 -0.067 0.010 -0.002 | -| omega_s | -0.002 -0.087 0.007 0.010 1.000 0.009 0.653 -0.041 -0.006 0.014 -0.005 0.013 0.011 -0.008 0.014 0.010 0.003 -0.010 0.003 0.006 -0.015 -0.021 0.032 0.009 | -| p4040_p | 0.473 0.055 0.783 -0.001 0.009 1.000 0.033 0.048 -0.264 0.733 -0.151 0.808 0.708 -0.389 0.815 0.648 0.209 -0.220 0.432 0.511 -0.833 -0.070 0.085 0.657 | -| omega_p | 0.032 0.304 0.035 0.018 0.653 0.033 1.000 0.009 -0.008 0.034 -0.008 0.038 0.033 -0.015 0.041 0.033 0.011 -0.018 0.017 0.023 -0.041 -0.012 -0.006 0.032 | -| phi_p | 0.035 0.019 0.051 0.589 -0.041 0.048 0.009 1.000 -0.012 0.053 -0.012 0.055 0.049 -0.021 0.058 0.048 0.015 -0.024 0.027 0.035 -0.059 -0.005 -0.038 0.047 | -| Ctt | -0.132 -0.009 -0.290 -0.005 -0.006 -0.264 -0.008 -0.012 1.000 -0.235 0.234 -0.230 -0.312 0.292 -0.249 -0.088 -0.065 0.247 -0.154 -0.154 0.224 0.461 -0.006 -0.226 | -| DDstar_p | 0.395 0.043 0.858 0.004 0.014 0.733 0.034 0.053 -0.235 1.000 -0.138 0.840 0.727 -0.292 0.919 0.760 0.273 -0.337 0.416 0.435 -0.918 -0.092 0.085 0.722 | -| p4415_s | -0.028 -0.005 -0.212 -0.005 -0.005 -0.151 -0.008 -0.012 0.234 -0.138 1.000 -0.210 -0.163 0.135 -0.203 -0.176 -0.059 0.277 -0.172 -0.035 0.207 -0.039 -0.012 -0.164 | -| p3770_p | 0.528 0.063 0.890 0.006 0.013 0.808 0.038 0.055 -0.230 0.840 -0.210 1.000 0.821 -0.359 0.940 0.789 0.262 -0.395 0.467 0.576 -0.944 -0.096 0.083 0.721 | -| p4160_p | 0.456 0.054 0.802 0.002 0.011 0.708 0.033 0.049 -0.312 0.727 -0.163 0.821 1.000 -0.496 0.830 0.684 0.211 -0.409 0.504 0.497 -0.845 -0.063 0.080 0.677 | -| p4040_s | -0.147 -0.019 -0.344 -0.010 -0.008 -0.389 -0.015 -0.021 0.292 -0.292 0.135 -0.359 -0.496 1.000 -0.362 -0.303 -0.118 0.065 -0.310 -0.167 0.363 0.042 -0.017 -0.237 | -| Dbar_p | 0.547 0.066 0.930 0.006 0.014 0.815 0.041 0.058 -0.249 0.919 -0.203 0.940 0.830 -0.362 1.000 0.821 0.280 -0.413 0.458 0.599 -0.985 -0.102 0.091 0.795 | -| psi2s_p | 0.469 0.056 0.795 0.003 0.010 0.648 0.033 0.048 -0.088 0.760 -0.176 0.789 0.684 -0.303 0.821 1.000 0.216 -0.379 0.365 0.513 -0.836 -0.107 0.077 0.584 | -| DDstar_s | 0.165 0.020 0.244 0.001 0.003 0.209 0.011 0.015 -0.065 0.273 -0.059 0.262 0.211 -0.118 0.280 0.216 1.000 -0.130 0.092 0.179 -0.285 -0.024 0.026 0.213 | -| p4160_s | -0.168 -0.023 -0.403 -0.015 -0.010 -0.220 -0.018 -0.024 0.247 -0.337 0.277 -0.395 -0.409 0.065 -0.413 -0.379 -0.130 1.000 -0.320 -0.196 0.410 0.101 -0.011 -0.326 | -| p4415_p | 0.254 0.030 0.446 -0.007 0.003 0.432 0.017 0.027 -0.154 0.416 -0.172 0.467 0.504 -0.310 0.458 0.365 0.092 -0.320 1.000 0.269 -0.476 0.058 0.065 0.385 | -| bplus_1 | 0.068 0.043 0.583 -0.004 0.006 0.511 0.023 0.035 -0.154 0.435 -0.035 0.576 0.497 -0.167 0.599 0.513 0.179 -0.196 0.269 1.000 -0.587 -0.225 0.093 0.511 | -| Dbar_s | -0.534 -0.064 -0.943 -0.007 -0.015 -0.833 -0.041 -0.059 0.224 -0.918 0.207 -0.944 -0.845 0.363 -0.985 -0.836 -0.285 0.410 -0.476 -0.587 1.000 0.118 -0.091 -0.813 | -| bplus_2 | -0.209 -0.016 -0.128 -0.067 -0.021 -0.070 -0.012 -0.005 0.461 -0.092 -0.039 -0.096 -0.063 0.042 -0.102 -0.107 -0.024 0.101 0.058 -0.225 0.118 1.000 0.177 -0.086 | -| rho_p | 0.086 0.193 0.093 0.010 0.032 0.085 -0.006 -0.038 -0.006 0.085 -0.012 0.083 0.080 -0.017 0.091 0.077 0.026 -0.011 0.065 0.093 -0.091 0.177 1.000 0.085 | -| p3770_s | 0.473 0.053 0.777 -0.002 0.009 0.657 0.032 0.047 -0.226 0.722 -0.164 0.721 0.677 -0.237 0.795 0.584 0.213 -0.326 0.385 0.511 -0.813 -0.086 0.085 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007013030130195164}), (, {'error': 0.26556735633918693}), (, {'error': 0.0609762451397482}), (, {'error': 0.8786507848909828}), (, {'error': 1.1584627554593467}), (, {'error': 0.19253515654800513}), (, {'error': 0.2377553856457002}), (, {'error': 0.17945620956795683}), (, {'error': 0.11202775015957878}), (, {'error': 0.5211363089183334}), (, {'error': 0.1560729000985106}), (, {'error': 0.28129912414518476}), (, {'error': 0.15653927352389085}), (, {'error': 0.1432923529335175}), (, {'error': 11.342746999294508}), (, {'error': 0.04806293705467812}), (, {'error': 0.08504979994025835}), (, {'error': 0.1460946102444035}), (, {'error': 0.1311064289978272}), (, {'error': 0.014123159477148928}), (, {'error': 0.4689296707595344}), (, {'error': 0.04877993542702086}), (, {'error': 0.2541376386378964}), (, {'error': 0.32317832083812426})]) -Toy 4/25 -Time taken: 24 min, 8 s -Projected time left: 2 h, 6 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1367 (1367 total) | -| EDM = 0.000322 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297360.48775133444 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.383 | 0.015 | | | -2 | 2 | | -| 1 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | 1.71 | 0.03 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 17.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 5.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -0.15 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.91 | 0.19 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.7 | 0.3 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -0.16 | 0.62 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.66 | 0.25 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.11 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.56 | 0.19 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 1.2 | 2.2 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.18 | 0.19 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.23 | 0.26 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.72 | 0.03 | | | -2 | 2 | | -| 20| Dbar_s | 0.17 | 0.51 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.42 | 0.07 | | | -2 | 2 | | -| 22| rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.69 | 0.26 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.369 -0.348 0.165 0.163 0.436 0.028 -0.058 0.584 -0.308 -0.142 -0.577 0.172 0.168 0.651 0.138 0.276 0.320 0.407 0.148 -0.643 -0.351 -0.232 0.220 | -| rho_s | -0.369 1.000 0.151 -0.088 -0.468 -0.232 -0.041 0.013 -0.295 0.153 0.071 0.289 -0.095 -0.091 -0.326 -0.072 -0.128 -0.178 -0.220 -0.170 0.316 0.224 0.145 -0.128 | -| jpsi_p | -0.348 0.151 1.000 -0.091 -0.070 -0.133 -0.010 0.030 -0.500 -0.194 -0.035 0.467 0.277 -0.222 -0.361 0.134 -0.290 -0.264 -0.113 -0.358 0.432 0.362 0.133 0.115 | -| phi_s | 0.165 -0.088 -0.091 1.000 0.073 0.120 0.024 0.480 0.137 -0.099 -0.038 -0.164 0.052 0.040 0.186 0.040 0.083 0.075 0.104 0.121 -0.182 0.021 0.018 0.060 | -| omega_s | 0.163 -0.468 -0.070 0.073 1.000 0.105 0.455 -0.005 0.130 -0.072 -0.032 -0.132 0.044 0.040 0.148 0.033 0.058 0.079 0.099 0.074 -0.143 -0.095 0.056 0.058 | -| p4040_p | 0.436 -0.232 -0.133 0.120 0.105 1.000 0.019 -0.038 0.527 -0.534 -0.062 -0.526 0.343 0.063 0.694 0.131 0.314 0.577 0.540 0.543 -0.662 -0.196 -0.186 0.336 | -| omega_p | 0.028 -0.041 -0.010 0.024 0.455 0.019 1.000 0.013 0.022 -0.015 -0.006 -0.022 0.010 0.007 0.025 0.007 0.009 0.014 0.019 0.011 -0.024 -0.021 -0.113 0.012 | -| phi_p | -0.058 0.013 0.030 0.480 -0.005 -0.038 0.013 1.000 -0.049 0.025 0.011 0.055 -0.012 -0.014 -0.062 -0.011 -0.031 -0.025 -0.032 -0.048 0.063 -0.013 0.128 -0.017 | -| Ctt | 0.584 -0.295 -0.500 0.137 0.130 0.527 0.022 -0.049 1.000 -0.372 -0.001 -0.784 0.061 0.435 0.859 0.315 0.451 0.562 0.517 0.703 -0.823 -0.564 -0.208 0.259 | -| DDstar_p | -0.308 0.153 -0.194 -0.099 -0.072 -0.534 -0.015 0.025 -0.372 1.000 0.135 0.377 -0.562 -0.119 -0.468 -0.331 -0.181 -0.311 -0.539 -0.365 0.592 0.041 0.159 -0.399 | -| p4415_s | -0.142 0.071 -0.035 -0.038 -0.032 -0.062 -0.006 0.011 -0.001 0.135 1.000 0.079 -0.123 0.091 -0.140 -0.032 -0.083 0.179 -0.180 -0.179 0.132 0.106 0.057 -0.070 | -| p3770_p | -0.577 0.289 0.467 -0.164 -0.132 -0.526 -0.022 0.055 -0.784 0.377 0.079 1.000 -0.081 -0.350 -0.849 -0.141 -0.426 -0.483 -0.491 -0.708 0.887 0.289 0.259 -0.350 | -| p4160_p | 0.172 -0.095 0.277 0.052 0.044 0.343 0.010 -0.012 0.061 -0.562 -0.123 -0.081 1.000 -0.336 0.284 0.165 0.090 0.066 0.474 0.216 -0.244 -0.008 -0.081 0.287 | -| p4040_s | 0.168 -0.091 -0.222 0.040 0.040 0.063 0.007 -0.014 0.435 -0.119 0.091 -0.350 -0.336 1.000 0.290 0.098 0.108 0.103 0.029 0.213 -0.321 -0.145 -0.057 0.168 | -| Dbar_p | 0.651 -0.326 -0.361 0.186 0.148 0.694 0.025 -0.062 0.859 -0.468 -0.140 -0.849 0.284 0.290 1.000 0.283 0.516 0.526 0.626 0.781 -0.919 -0.287 -0.297 0.415 | -| psi2s_p | 0.138 -0.072 0.134 0.040 0.033 0.131 0.007 -0.011 0.315 -0.331 -0.032 -0.141 0.165 0.098 0.283 1.000 0.074 0.093 0.188 0.174 -0.208 -0.036 -0.065 -0.080 | -| DDstar_s | 0.276 -0.128 -0.290 0.083 0.058 0.314 0.009 -0.031 0.451 -0.181 -0.083 -0.426 0.090 0.108 0.516 0.074 1.000 0.237 0.254 0.320 -0.488 -0.104 -0.140 0.188 | -| p4160_s | 0.320 -0.178 -0.264 0.075 0.079 0.577 0.014 -0.025 0.562 -0.311 0.179 -0.483 0.066 0.103 0.526 0.093 0.237 1.000 0.263 0.399 -0.537 -0.256 -0.106 0.219 | -| p4415_p | 0.407 -0.220 -0.113 0.104 0.099 0.540 0.019 -0.032 0.517 -0.539 -0.180 -0.491 0.474 0.029 0.626 0.188 0.254 0.263 1.000 0.516 -0.619 -0.276 -0.152 0.325 | -| bplus_1 | 0.148 -0.170 -0.358 0.121 0.074 0.543 0.011 -0.048 0.703 -0.365 -0.179 -0.708 0.216 0.213 0.781 0.174 0.320 0.399 0.516 1.000 -0.766 -0.313 -0.241 0.266 | -| Dbar_s | -0.643 0.316 0.432 -0.182 -0.143 -0.662 -0.024 0.063 -0.823 0.592 0.132 0.887 -0.244 -0.321 -0.919 -0.208 -0.488 -0.537 -0.619 -0.766 1.000 0.305 0.295 -0.332 | -| bplus_2 | -0.351 0.224 0.362 0.021 -0.095 -0.196 -0.021 -0.013 -0.564 0.041 0.106 0.289 -0.008 -0.145 -0.287 -0.036 -0.104 -0.256 -0.276 -0.313 0.305 1.000 -0.150 -0.026 | -| rho_p | -0.232 0.145 0.133 0.018 0.056 -0.186 -0.113 0.128 -0.208 0.159 0.057 0.259 -0.081 -0.057 -0.297 -0.065 -0.140 -0.106 -0.152 -0.241 0.295 -0.150 1.000 -0.092 | -| p3770_s | 0.220 -0.128 0.115 0.060 0.058 0.336 0.012 -0.017 0.259 -0.399 -0.070 -0.350 0.287 0.168 0.415 -0.080 0.188 0.219 0.325 0.266 -0.332 -0.026 -0.092 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01454988428036097}), (, {'error': 0.33689135067015913}), (, {'error': 0.033816109954700746}), (, {'error': 1.0155871302594761}), (, {'error': 1.1521541998710845}), (, {'error': 0.44139259008099674}), (, {'error': 0.2742681002197873}), (, {'error': 0.1879143117207409}), (, {'error': 0.3254590544351855}), (, {'error': 0.6198501061702553}), (, {'error': 0.1895917805689727}), (, {'error': 0.25095380978854753}), (, {'error': 0.12423797069349707}), (, {'error': 0.18526399744852595}), (, {'error': 2.1571127841818436}), (, {'error': 0.033825218565428194}), (, {'error': 0.37945992114431015}), (, {'error': 0.19497531142772562}), (, {'error': 0.2616916336817865}), (, {'error': 0.03467754785727806}), (, {'error': 0.5050242007679273}), (, {'error': 0.06876795028482019}), (, {'error': 0.3526079441168939}), (, {'error': 0.2584554059031303})]) -Toy 5/25 -Time taken: 29 min, 51 s -Projected time left: 1 h, 59 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1521 (1521 total) | -| EDM = 0.000928 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297065.2520751016 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.542 | 0.005 | | | -2 | 2 | | -| 1 | rho_s | 1.28 | 0.20 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | 1.582 | 0.028 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 16.5 | 0.6 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 4.2 | 0.4 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.56 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 6.04 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.04 | 0.11 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 1.76 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.12 | 0.14 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.47 | 0.08 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.32 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.10 | 0.15 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -1.09 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.799 | 0.027 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.18 | 0.13 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.23 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -1.007 | 0.009 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.35 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.32 | 0.04 | | | -2 | 2 | | -| 22| rho_p | 5.77 | 0.19 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.96 | 0.16 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.028 -0.359 -0.033 -0.002 -0.102 -0.000 0.005 0.321 -0.158 -0.110 0.083 -0.353 -0.322 -0.052 -0.261 -0.479 -0.236 -0.323 0.069 -0.442 -0.237 0.079 0.039 | -| rho_s | 0.028 1.000 -0.001 -0.003 -0.089 -0.003 -0.006 -0.001 -0.001 0.014 0.002 0.001 0.001 0.001 -0.010 0.002 0.005 -0.000 -0.000 -0.001 0.006 -0.027 0.173 -0.007 | -| jpsi_p | -0.359 -0.001 1.000 0.023 0.001 0.159 -0.000 0.009 -0.562 0.468 0.271 -0.069 0.568 0.576 -0.192 0.498 0.768 0.446 0.505 -0.375 0.700 0.212 -0.033 0.045 | -| phi_s | -0.033 -0.003 0.023 1.000 0.004 0.004 -0.001 0.407 -0.026 0.030 0.013 -0.004 0.027 0.027 -0.011 0.022 0.043 0.020 0.024 -0.032 0.041 -0.030 0.059 -0.008 | -| omega_s | -0.002 -0.089 0.001 0.004 1.000 0.000 -0.011 -0.004 -0.002 0.001 0.001 -0.000 0.002 0.002 0.000 0.001 0.002 0.001 0.001 -0.001 0.002 -0.000 0.025 -0.000 | -| p4040_p | -0.102 -0.003 0.159 0.004 0.000 1.000 -0.000 0.004 -0.152 0.134 0.084 0.101 0.178 0.071 -0.032 0.063 0.131 0.247 0.150 -0.107 0.073 0.048 -0.001 0.022 | -| omega_p | -0.000 -0.006 -0.000 -0.001 -0.011 -0.000 1.000 -0.001 0.000 -0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.001 0.012 -0.000 | -| phi_p | 0.005 -0.001 0.009 0.407 -0.004 0.004 -0.001 1.000 -0.010 0.002 0.004 -0.004 0.009 0.010 0.001 0.008 0.010 0.008 0.009 0.003 0.008 0.024 0.052 0.003 | -| Ctt | 0.321 -0.001 -0.562 -0.026 -0.002 -0.152 0.000 -0.010 1.000 -0.412 -0.185 0.108 -0.513 -0.455 0.211 -0.277 -0.704 -0.351 -0.456 0.330 -0.725 -0.064 0.029 0.063 | -| DDstar_p | -0.158 0.014 0.468 0.030 0.001 0.134 -0.000 0.002 -0.412 1.000 0.159 -0.029 0.474 0.420 0.062 0.333 0.632 0.320 0.405 -0.163 0.617 0.214 -0.052 -0.014 | -| p4415_s | -0.110 0.002 0.271 0.013 0.001 0.084 -0.000 0.004 -0.185 0.159 1.000 -0.083 0.314 0.300 -0.035 0.191 0.384 0.296 0.223 -0.115 0.382 0.095 -0.019 -0.031 | -| p3770_p | 0.083 0.001 -0.069 -0.004 -0.000 0.101 0.000 -0.004 0.108 -0.029 -0.083 1.000 -0.007 -0.105 -0.180 -0.010 -0.148 -0.096 -0.052 0.083 -0.183 -0.039 -0.003 -0.066 | -| p4160_p | -0.353 0.001 0.568 0.027 0.002 0.178 -0.000 0.009 -0.513 0.474 0.314 -0.007 1.000 0.376 -0.151 0.385 0.667 0.362 0.490 -0.370 0.609 0.232 -0.035 0.010 | -| p4040_s | -0.322 0.001 0.576 0.027 0.002 0.071 -0.000 0.010 -0.455 0.420 0.300 -0.105 0.376 1.000 -0.096 0.387 0.737 0.426 0.422 -0.337 0.711 0.235 -0.033 0.002 | -| Dbar_p | -0.052 -0.010 -0.192 -0.011 0.000 -0.032 0.000 0.001 0.211 0.062 -0.035 -0.180 -0.151 -0.096 1.000 -0.124 -0.187 -0.062 -0.097 -0.053 -0.173 -0.150 0.023 -0.014 | -| psi2s_p | -0.261 0.002 0.498 0.022 0.001 0.063 -0.000 0.008 -0.277 0.333 0.191 -0.010 0.385 0.387 -0.124 1.000 0.548 0.297 0.345 -0.271 0.491 0.125 -0.026 -0.133 | -| DDstar_s | -0.479 0.005 0.768 0.043 0.002 0.131 -0.000 0.010 -0.704 0.632 0.384 -0.148 0.667 0.737 -0.187 0.548 1.000 0.594 0.629 -0.499 0.980 0.322 -0.060 -0.073 | -| p4160_s | -0.236 -0.000 0.446 0.020 0.001 0.247 -0.000 0.008 -0.351 0.320 0.296 -0.096 0.362 0.426 -0.062 0.297 0.594 1.000 0.292 -0.250 0.580 0.212 -0.024 -0.026 | -| p4415_p | -0.323 -0.000 0.505 0.024 0.001 0.150 -0.000 0.009 -0.456 0.405 0.223 -0.052 0.490 0.422 -0.097 0.345 0.629 0.292 1.000 -0.340 0.597 0.258 -0.027 -0.013 | -| bplus_1 | 0.069 -0.001 -0.375 -0.032 -0.001 -0.107 -0.000 0.003 0.330 -0.163 -0.115 0.083 -0.370 -0.337 -0.053 -0.271 -0.499 -0.250 -0.340 1.000 -0.464 -0.244 0.078 0.038 | -| Dbar_s | -0.442 0.006 0.700 0.041 0.002 0.073 -0.000 0.008 -0.725 0.617 0.382 -0.183 0.609 0.711 -0.173 0.491 0.980 0.580 0.597 -0.464 1.000 0.353 -0.061 -0.142 | -| bplus_2 | -0.237 -0.027 0.212 -0.030 -0.000 0.048 -0.001 0.024 -0.064 0.214 0.095 -0.039 0.232 0.235 -0.150 0.125 0.322 0.212 0.258 -0.244 0.353 1.000 0.117 -0.041 | -| rho_p | 0.079 0.173 -0.033 0.059 0.025 -0.001 0.012 0.052 0.029 -0.052 -0.019 -0.003 -0.035 -0.033 0.023 -0.026 -0.060 -0.024 -0.027 0.078 -0.061 0.117 1.000 0.017 | -| p3770_s | 0.039 -0.007 0.045 -0.008 -0.000 0.022 -0.000 0.003 0.063 -0.014 -0.031 -0.066 0.010 0.002 -0.014 -0.133 -0.073 -0.026 -0.013 0.038 -0.142 -0.041 0.017 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0048674563893751355}), (, {'error': 0.19843805996859643}), (, {'error': 0.02842098652652858}), (, {'error': 0.6494794089491833}), (, {'error': 0.39798129889234746}), (, {'error': 0.11339745656858025}), (, {'error': 0.03869666114675141}), (, {'error': 0.1508953647728113}), (, {'error': 0.1128581336012553}), (, {'error': 0.16816165142439177}), (, {'error': 0.13705448592567288}), (, {'error': 0.0751244228445298}), (, {'error': 0.08608062079900014}), (, {'error': 0.15416321604418803}), (, {'error': 0.17821942160669657}), (, {'error': 0.026849690235181356}), (, {'error': 0.37911908335622857}), (, {'error': 0.13046555820890182}), (, {'error': 0.1691832006594094}), (, {'error': 0.00915908719368519}), (, {'error': 0.35421651958448813}), (, {'error': 0.03982780451721668}), (, {'error': 0.18739460951610987}), (, {'error': 0.156168627432141})]) -Toy 6/25 -Time taken: 36 min, 17 s -Projected time left: 1 h, 54 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.998E+05 | Ncalls=542 (553 total) | -| EDM = 1.49E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 299770.15168505 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -1.28 | 0.06 | | | -2 | 2 | | -| 1 | rho_s | 1.079 | 0.004 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -0.968 | 0.006 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 17.897 | 0.017 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 7.346 | 0.010 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 6.208 | 0.004 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -1.479 | 0.020 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -1.475 | 0.001 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 2.7 | 0.9 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 2.180E-1 | 0.018E-1 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -5.104 | 0.024 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 6 | 6 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.899 | 0.002 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 5.405 | 0.012 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 3.228 | 0.009 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 2.992E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 17| p4160_s | 3.349 | 0.009 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -1.476 | 0.022 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 1.987 | 0.001 | | | -2 | 2 | | -| 20| Dbar_s | 2.946E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 1.996 | 0.000 | | | -2 | 2 | | -| 22| rho_p | -2.183 | 0.027 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.827 | 0.006 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.068 0.343 -0.030 0.000 -0.173 0.010 0.187 -0.447 -0.993 0.017 -0.175 0.997 -0.525 0.268 0.502 0.049 -0.910 0.027 0.722 -0.102 0.038 0.175 0.141 | -| rho_s | -0.068 1.000 -0.024 0.002 -0.000 0.012 -0.001 -0.013 0.031 0.068 -0.001 0.012 -0.069 0.036 -0.018 -0.035 -0.003 0.063 -0.002 -0.050 0.007 -0.003 -0.009 -0.010 | -| jpsi_p | 0.343 -0.024 1.000 -0.010 0.000 -0.060 0.004 0.065 -0.154 -0.344 0.006 -0.057 0.342 -0.180 0.097 0.170 0.017 -0.311 0.010 0.249 -0.035 0.013 0.062 0.048 | -| phi_s | -0.030 0.002 -0.010 1.000 0.000 0.005 -0.000 -0.005 0.014 0.030 -0.001 0.005 -0.031 0.016 -0.008 -0.015 -0.001 0.028 -0.001 -0.022 0.003 -0.001 -0.005 -0.004 | -| omega_s | 0.000 -0.000 0.000 0.000 1.000 -0.000 0.000 -0.000 -0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 0.000 0.000 -0.000 0.000 0.000 -0.000 0.000 -0.001 0.000 | -| p4040_p | -0.173 0.012 -0.060 0.005 -0.000 1.000 -0.002 -0.032 0.078 0.172 -0.003 0.032 -0.174 0.091 -0.045 -0.087 -0.009 0.159 -0.005 -0.125 0.018 -0.007 -0.030 -0.024 | -| omega_p | 0.010 -0.001 0.004 -0.000 0.000 -0.002 1.000 0.002 -0.005 -0.010 0.000 -0.002 0.010 -0.006 0.003 0.005 0.001 -0.010 0.000 0.008 -0.001 0.000 0.002 0.001 | -| phi_p | 0.187 -0.013 0.065 -0.005 -0.000 -0.032 0.002 1.000 -0.084 -0.187 0.003 -0.033 0.188 -0.099 0.050 0.094 0.009 -0.171 0.005 0.136 -0.019 0.007 0.032 0.026 | -| Ctt | -0.447 0.031 -0.154 0.014 -0.000 0.078 -0.005 -0.084 1.000 0.447 -0.008 0.079 -0.448 0.236 -0.121 -0.226 -0.022 0.409 -0.012 -0.324 0.046 -0.017 -0.079 -0.063 | -| DDstar_p | -0.993 0.068 -0.344 0.030 -0.000 0.172 -0.010 -0.187 0.447 1.000 -0.017 0.177 -0.997 0.524 -0.267 -0.501 -0.049 0.909 -0.027 -0.721 0.102 -0.038 -0.175 -0.141 | -| p4415_s | 0.017 -0.001 0.006 -0.001 0.000 -0.003 0.000 0.003 -0.008 -0.017 1.000 -0.003 0.017 -0.009 0.005 0.009 0.001 -0.016 0.001 0.013 -0.002 0.001 0.003 0.002 | -| p3770_p | -0.175 0.012 -0.057 0.005 -0.000 0.032 -0.002 -0.033 0.079 0.177 -0.003 1.000 -0.175 0.092 -0.049 -0.096 -0.009 0.159 -0.005 -0.127 0.018 -0.007 -0.031 -0.024 | -| p4160_p | 0.997 -0.069 0.342 -0.031 0.000 -0.174 0.010 0.188 -0.448 -0.997 0.017 -0.175 1.000 -0.526 0.270 0.504 0.049 -0.912 0.027 0.724 -0.103 0.038 0.176 0.141 | -| p4040_s | -0.525 0.036 -0.180 0.016 -0.000 0.091 -0.006 -0.099 0.236 0.524 -0.009 0.092 -0.526 1.000 -0.143 -0.265 -0.026 0.480 -0.014 -0.381 0.054 -0.020 -0.092 -0.074 | -| Dbar_p | 0.268 -0.018 0.097 -0.008 0.000 -0.045 0.003 0.050 -0.121 -0.267 0.005 -0.049 0.270 -0.143 1.000 0.133 0.013 -0.247 0.007 0.194 -0.026 0.010 0.047 0.039 | -| psi2s_p | 0.502 -0.035 0.170 -0.015 0.000 -0.087 0.005 0.094 -0.226 -0.501 0.009 -0.096 0.504 -0.265 0.133 1.000 0.025 -0.459 0.014 0.364 -0.052 0.019 0.089 0.071 | -| DDstar_s | 0.049 -0.003 0.017 -0.001 0.000 -0.009 0.001 0.009 -0.022 -0.049 0.001 -0.009 0.049 -0.026 0.013 0.025 1.000 -0.045 0.001 0.035 -0.005 0.002 0.009 0.007 | -| p4160_s | -0.910 0.063 -0.311 0.028 -0.000 0.159 -0.010 -0.171 0.409 0.909 -0.016 0.159 -0.912 0.480 -0.247 -0.459 -0.045 1.000 -0.025 -0.660 0.093 -0.035 -0.160 -0.128 | -| p4415_p | 0.027 -0.002 0.010 -0.001 0.000 -0.005 0.000 0.005 -0.012 -0.027 0.001 -0.005 0.027 -0.014 0.007 0.014 0.001 -0.025 1.000 0.020 -0.003 0.001 0.005 0.004 | -| bplus_1 | 0.722 -0.050 0.249 -0.022 0.000 -0.125 0.008 0.136 -0.324 -0.721 0.013 -0.127 0.724 -0.381 0.194 0.364 0.035 -0.660 0.020 1.000 -0.074 0.028 0.127 0.102 | -| Dbar_s | -0.102 0.007 -0.035 0.003 -0.000 0.018 -0.001 -0.019 0.046 0.102 -0.002 0.018 -0.103 0.054 -0.026 -0.052 -0.005 0.093 -0.003 -0.074 1.000 -0.004 -0.018 -0.014 | -| bplus_2 | 0.038 -0.003 0.013 -0.001 0.000 -0.007 0.000 0.007 -0.017 -0.038 0.001 -0.007 0.038 -0.020 0.010 0.019 0.002 -0.035 0.001 0.028 -0.004 1.000 0.007 0.005 | -| rho_p | 0.175 -0.009 0.062 -0.005 -0.001 -0.030 0.002 0.032 -0.079 -0.175 0.003 -0.031 0.176 -0.092 0.047 0.089 0.009 -0.160 0.005 0.127 -0.018 0.007 1.000 0.025 | -| p3770_s | 0.141 -0.010 0.048 -0.004 0.000 -0.024 0.001 0.026 -0.063 -0.141 0.002 -0.024 0.141 -0.074 0.039 0.071 0.007 -0.128 0.004 0.102 -0.014 0.005 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05619989213502896}), (, {'error': 0.004106828490500702}), (, {'error': 0.00628179716361732}), (, {'error': 0.01667318800143036}), (, {'error': 0.010208228400826691}), (, {'error': 0.004135674384519561}), (, {'error': 0.0014343144070383396}), (, {'error': 0.020359812408016875}), (, {'error': 0.0011869290684205502}), (, {'error': 0.8718965230168401}), (, {'error': 0.0018046978896347626}), (, {'error': 0.024451685508801724}), (, {'error': 6.310586941591188}), (, {'error': 0.0022482833561088267}), (, {'error': 0.012433816616028714}), (, {'error': 0.008815481850118267}), (, {'error': 8.708321242079098e-05}), (, {'error': 0.009199022715334237}), (, {'error': 0.021734206024578206}), (, {'error': 0.0008305881217607336}), (, {'error': 0.00023455334422639584}), (, {'error': 0.0004751729715779529}), (, {'error': 0.026821177535776286}), (, {'error': 0.0062849003410681})]) -Toy 7/25 -Time taken: 40 min, 24 s -Projected time left: 1 h, 43 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=226 (226 total) | -| EDM = 8.71E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297213.2196529121 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.404 | 0.005 | | | -2 | 2 | | -| 1 | rho_s | 1.38 | 0.06 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.634 | 0.010 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 15.97 | 0.20 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.24 | 0.15 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.94 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.74 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -0.48 | 0.05 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.51 | 0.12 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -1.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.13 | 1.38 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.37 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.11 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.55 | 0.04 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 4.06 | 0.07 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.810 | 0.014 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.14 | 0.05 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.04 | 0.06 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -4 | 11 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.794 | 0.010 | | | -2 | 2 | | -| 20| Dbar_s | 0.255 | 0.018 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.182 | 0.015 | | | -2 | 2 | | -| 22| rho_p | -6.13 | 0.07 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.49 | 0.06 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.103 0.647 -0.027 -0.007 -0.851 -0.013 0.075 -0.943 -0.947 -0.971 0.028 -0.936 -0.120 0.281 0.699 -0.915 -0.652 -0.973 0.939 -0.789 -0.609 0.185 -0.077 | -| rho_s | 0.103 1.000 0.071 0.000 -0.011 -0.095 0.044 0.007 -0.106 -0.105 -0.109 0.002 -0.105 -0.014 0.029 0.078 -0.102 -0.073 -0.109 0.104 -0.088 -0.073 0.046 -0.010 | -| jpsi_p | 0.647 0.071 1.000 -0.021 -0.006 -0.590 -0.009 0.053 -0.658 -0.651 -0.670 0.017 -0.647 -0.082 0.165 0.490 -0.640 -0.450 -0.671 0.646 -0.550 -0.426 0.128 -0.050 | -| phi_s | -0.027 0.000 -0.021 1.000 0.001 0.026 -0.002 0.041 0.030 0.028 0.030 -0.001 0.029 0.003 -0.005 -0.022 0.028 0.020 0.030 -0.027 0.023 0.028 -0.000 0.002 | -| omega_s | -0.007 -0.011 -0.006 0.001 1.000 0.007 0.082 -0.005 0.008 0.008 0.008 -0.000 0.008 0.001 -0.002 -0.006 0.007 0.005 0.008 -0.007 0.006 0.007 0.019 0.000 | -| p4040_p | -0.851 -0.095 -0.590 0.026 0.007 1.000 0.011 -0.070 0.843 0.855 0.874 -0.022 0.843 0.094 -0.282 -0.637 0.820 0.600 0.876 -0.849 0.712 0.529 -0.170 0.056 | -| omega_p | -0.013 0.044 -0.009 -0.002 0.082 0.011 1.000 -0.002 0.012 0.013 0.013 -0.001 0.012 0.002 -0.006 -0.009 0.012 0.009 0.013 -0.013 0.011 0.001 -0.049 0.001 | -| phi_p | 0.075 0.007 0.053 0.041 -0.005 -0.070 -0.002 1.000 -0.079 -0.077 -0.080 0.001 -0.077 -0.010 0.019 0.058 -0.075 -0.054 -0.080 0.076 -0.064 -0.059 0.012 -0.007 | -| Ctt | -0.943 -0.106 -0.658 0.030 0.008 0.843 0.012 -0.079 1.000 0.948 0.967 -0.030 0.929 0.114 -0.310 -0.695 0.910 0.647 0.969 -0.941 0.790 0.577 -0.191 0.068 | -| DDstar_p | -0.947 -0.105 -0.651 0.028 0.008 0.855 0.013 -0.077 0.948 1.000 0.977 -0.031 0.941 0.121 -0.284 -0.703 0.920 0.656 0.978 -0.945 0.794 0.607 -0.186 0.076 | -| p4415_s | -0.971 -0.109 -0.670 0.030 0.008 0.874 0.013 -0.080 0.967 0.977 1.000 -0.028 0.961 0.116 -0.304 -0.721 0.940 0.663 0.998 -0.969 0.814 0.611 -0.193 0.075 | -| p3770_p | 0.028 0.002 0.017 -0.001 -0.000 -0.022 -0.001 0.001 -0.030 -0.031 -0.028 1.000 -0.024 0.006 -0.004 0.016 -0.035 -0.015 -0.028 0.027 -0.037 -0.023 0.004 -0.036 | -| p4160_p | -0.936 -0.105 -0.647 0.029 0.008 0.843 0.012 -0.077 0.929 0.941 0.961 -0.024 1.000 0.100 -0.303 -0.697 0.902 0.637 0.962 -0.934 0.784 0.583 -0.187 0.070 | -| p4040_s | -0.120 -0.014 -0.082 0.003 0.001 0.094 0.002 -0.010 0.114 0.121 0.116 0.006 0.100 1.000 -0.061 -0.097 0.108 0.063 0.116 -0.119 0.101 0.057 -0.024 0.011 | -| Dbar_p | 0.281 0.029 0.165 -0.005 -0.002 -0.282 -0.006 0.019 -0.310 -0.284 -0.304 -0.004 -0.303 -0.061 1.000 0.195 -0.295 -0.212 -0.304 0.280 -0.244 -0.244 0.044 -0.068 | -| psi2s_p | 0.699 0.078 0.490 -0.022 -0.006 -0.637 -0.009 0.058 -0.695 -0.703 -0.721 0.016 -0.697 -0.097 0.195 1.000 -0.685 -0.488 -0.723 0.698 -0.591 -0.444 0.140 -0.087 | -| DDstar_s | -0.915 -0.102 -0.640 0.028 0.007 0.820 0.012 -0.075 0.910 0.920 0.940 -0.035 0.902 0.108 -0.295 -0.685 1.000 0.628 0.942 -0.913 0.764 0.575 -0.181 0.062 | -| p4160_s | -0.652 -0.073 -0.450 0.020 0.005 0.600 0.009 -0.054 0.647 0.656 0.663 -0.015 0.637 0.063 -0.212 -0.488 0.628 1.000 0.664 -0.651 0.548 0.395 -0.130 0.051 | -| p4415_p | -0.973 -0.109 -0.671 0.030 0.008 0.876 0.013 -0.080 0.969 0.978 0.998 -0.028 0.962 0.116 -0.304 -0.723 0.942 0.664 1.000 -0.971 0.815 0.612 -0.193 0.075 | -| bplus_1 | 0.939 0.104 0.646 -0.027 -0.007 -0.849 -0.013 0.076 -0.941 -0.945 -0.969 0.027 -0.934 -0.119 0.280 0.698 -0.913 -0.651 -0.971 1.000 -0.788 -0.607 0.183 -0.077 | -| Dbar_s | -0.789 -0.088 -0.550 0.023 0.006 0.712 0.011 -0.064 0.790 0.794 0.814 -0.037 0.784 0.101 -0.244 -0.591 0.764 0.548 0.815 -0.788 1.000 0.506 -0.155 0.057 | -| bplus_2 | -0.609 -0.073 -0.426 0.028 0.007 0.529 0.001 -0.059 0.577 0.607 0.611 -0.023 0.583 0.057 -0.244 -0.444 0.575 0.395 0.612 -0.607 0.506 1.000 -0.143 0.030 | -| rho_p | 0.185 0.046 0.128 -0.000 0.019 -0.170 -0.049 0.012 -0.191 -0.186 -0.193 0.004 -0.187 -0.024 0.044 0.140 -0.181 -0.130 -0.193 0.183 -0.155 -0.143 1.000 -0.016 | -| p3770_s | -0.077 -0.010 -0.050 0.002 0.000 0.056 0.001 -0.007 0.068 0.076 0.075 -0.036 0.070 0.011 -0.068 -0.087 0.062 0.051 0.075 -0.077 0.057 0.030 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.005066664054914849}), (, {'error': 0.06370038372384379}), (, {'error': 0.010060461069737237}), (, {'error': 0.19874141777203747}), (, {'error': 0.15048952483554512}), (, {'error': 0.19704827206738518}), (, {'error': 0.09852367543586826}), (, {'error': 0.05468138374413867}), (, {'error': 0.12001370266558581}), (, {'error': 0.47669012750617523}), (, {'error': 1.3757780258439622}), (, {'error': 0.03786795754067818}), (, {'error': 0.10931008301980283}), (, {'error': 0.04005164395168409}), (, {'error': 0.06754054048674618}), (, {'error': 0.014114137800427251}), (, {'error': 0.04858687948411662}), (, {'error': 0.05886912194693805}), (, {'error': 11.035200191893281}), (, {'error': 0.009626642827436305}), (, {'error': 0.018210852701465663}), (, {'error': 0.014778107271644414}), (, {'error': 0.06934755857202912}), (, {'error': 0.06231680189730282})]) -Toy 8/25 -Time taken: 43 min, 55 s -Projected time left: 1 h, 33 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1413 (1413 total) | -| EDM = 5.56E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297358.034336047 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 1 | rho_s | 1.03 | 0.30 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | 1.603 | 0.032 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 19.9 | 1.3 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 9.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.73 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.76 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.48 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.14 | 0.16 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -6.3 | 2.1 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.14 | 0.18 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.84 | 0.12 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.25 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.04 | 0.16 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -3.2 | 0.9 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.24 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.00 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 1.05 | 0.06 | | | -2 | 2 | | -| 20| Dbar_s | 0.20 | 0.10 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.09 | 0.11 | | | -2 | 2 | | -| 22| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.88 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.380 -0.333 0.010 0.018 -0.033 -0.135 -0.034 0.433 -0.152 -0.215 -0.132 0.045 -0.090 0.310 -0.113 -0.301 -0.061 0.197 -0.958 0.260 -0.716 0.070 -0.150 | -| rho_s | -0.380 1.000 0.118 0.033 -0.040 0.002 0.469 0.089 -0.186 0.056 0.079 0.052 -0.023 0.026 -0.120 0.044 0.125 0.007 -0.091 0.358 -0.104 0.337 0.035 0.045 | -| jpsi_p | -0.333 0.118 1.000 -0.024 -0.011 0.316 0.044 -0.000 -0.282 -0.061 -0.028 0.350 0.388 -0.056 -0.561 0.332 0.033 -0.045 0.141 0.285 0.078 0.369 -0.014 0.400 | -| phi_s | 0.010 0.033 -0.024 1.000 0.003 -0.007 0.053 0.801 -0.014 -0.006 -0.011 0.002 0.002 -0.014 -0.005 -0.001 -0.003 -0.021 -0.009 -0.001 0.015 0.066 -0.110 -0.010 | -| omega_s | 0.018 -0.040 -0.011 0.003 1.000 -0.001 0.473 -0.019 0.004 -0.004 -0.006 -0.002 0.002 -0.004 0.003 -0.002 -0.006 -0.005 0.002 -0.015 0.009 0.001 -0.015 -0.003 | -| p4040_p | -0.033 0.002 0.316 -0.007 -0.001 1.000 0.004 0.001 -0.110 -0.054 0.030 0.320 0.333 -0.201 -0.354 0.069 0.012 0.268 0.207 0.043 0.212 0.057 0.010 0.198 | -| omega_p | -0.135 0.469 0.044 0.053 0.473 0.004 1.000 0.075 -0.056 0.019 0.030 0.021 -0.005 0.013 -0.046 0.017 0.044 0.009 -0.027 0.125 -0.040 0.097 0.053 0.021 | -| phi_p | -0.034 0.089 -0.000 0.801 -0.019 0.001 0.075 1.000 -0.018 0.001 0.004 0.011 0.002 -0.003 -0.021 0.006 0.011 -0.006 -0.010 0.038 -0.005 0.058 -0.150 0.005 | -| Ctt | 0.433 -0.186 -0.282 -0.014 0.004 -0.110 -0.056 -0.018 1.000 0.091 0.088 -0.088 -0.172 0.192 0.027 0.186 -0.081 0.153 0.000 -0.372 0.403 -0.610 0.084 -0.059 | -| DDstar_p | -0.152 0.056 -0.061 -0.006 -0.004 -0.054 0.019 0.001 0.091 1.000 -0.010 0.144 -0.154 -0.138 -0.549 -0.003 0.141 -0.112 -0.217 0.112 0.260 0.143 -0.004 0.082 | -| p4415_s | -0.215 0.079 -0.028 -0.011 -0.006 0.030 0.030 0.004 0.088 -0.010 1.000 -0.059 -0.008 0.101 0.039 -0.011 0.001 0.239 -0.134 0.145 -0.055 0.164 0.002 0.000 | -| p3770_p | -0.132 0.052 0.350 0.002 -0.002 0.320 0.021 0.011 -0.088 0.144 -0.059 1.000 0.357 -0.150 -0.550 0.254 0.090 -0.057 0.143 0.092 -0.035 0.131 -0.015 0.098 | -| p4160_p | 0.045 -0.023 0.388 0.002 0.002 0.333 -0.005 0.002 -0.172 -0.154 -0.008 0.357 1.000 -0.424 -0.367 0.159 0.006 -0.117 0.377 -0.011 0.159 0.002 0.002 0.238 | -| p4040_s | -0.090 0.026 -0.056 -0.014 -0.004 -0.201 0.013 -0.003 0.192 -0.138 0.101 -0.150 -0.424 1.000 0.170 -0.027 -0.054 -0.006 -0.211 0.052 -0.039 0.033 0.021 0.050 | -| Dbar_p | 0.310 -0.120 -0.561 -0.005 0.003 -0.354 -0.046 -0.021 0.027 -0.549 0.039 -0.550 -0.367 0.170 1.000 -0.366 -0.092 0.100 -0.062 -0.254 -0.229 -0.340 0.023 -0.474 | -| psi2s_p | -0.113 0.044 0.332 -0.001 -0.002 0.069 0.017 0.006 0.186 -0.003 -0.011 0.254 0.159 -0.027 -0.366 1.000 0.002 -0.060 0.043 0.094 0.153 0.125 -0.008 -0.036 | -| DDstar_s | -0.301 0.125 0.033 -0.003 -0.006 0.012 0.044 0.011 -0.081 0.141 0.001 0.090 0.006 -0.054 -0.092 0.002 1.000 -0.042 -0.084 0.204 0.071 0.241 -0.019 0.065 | -| p4160_s | -0.061 0.007 -0.045 -0.021 -0.005 0.268 0.009 -0.006 0.153 -0.112 0.239 -0.057 -0.117 -0.006 0.100 -0.060 -0.042 1.000 -0.196 0.025 0.022 -0.018 0.039 0.007 | -| p4415_p | 0.197 -0.091 0.141 -0.009 0.002 0.207 -0.027 -0.010 0.000 -0.217 -0.134 0.143 0.377 -0.211 -0.062 0.043 -0.084 -0.196 1.000 -0.138 0.151 -0.212 0.040 0.098 | -| bplus_1 | -0.958 0.358 0.285 -0.001 -0.015 0.043 0.125 0.038 -0.372 0.112 0.145 0.092 -0.011 0.052 -0.254 0.094 0.204 0.025 -0.138 1.000 -0.142 0.603 -0.090 0.122 | -| Dbar_s | 0.260 -0.104 0.078 0.015 0.009 0.212 -0.040 -0.005 0.403 0.260 -0.055 -0.035 0.159 -0.039 -0.229 0.153 0.071 0.022 0.151 -0.142 1.000 -0.103 -0.009 0.218 | -| bplus_2 | -0.716 0.337 0.369 0.066 0.001 0.057 0.097 0.058 -0.610 0.143 0.164 0.131 0.002 0.033 -0.340 0.125 0.241 -0.018 -0.212 0.603 -0.103 1.000 -0.224 0.170 | -| rho_p | 0.070 0.035 -0.014 -0.110 -0.015 0.010 0.053 -0.150 0.084 -0.004 0.002 -0.015 0.002 0.021 0.023 -0.008 -0.019 0.039 0.040 -0.090 -0.009 -0.224 1.000 0.007 | -| p3770_s | -0.150 0.045 0.400 -0.010 -0.003 0.198 0.021 0.005 -0.059 0.082 0.000 0.098 0.238 0.050 -0.474 -0.036 0.065 0.007 0.098 0.122 0.218 0.170 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.037085620827024046}), (, {'error': 0.29768423198110744}), (, {'error': 0.03152261163085868}), (, {'error': 1.3205543144215532}), (, {'error': 0.8806025493526839}), (, {'error': 0.18440464539873025}), (, {'error': 0.18520028129444732}), (, {'error': 0.2732513555522451}), (, {'error': 0.16239401214080085}), (, {'error': 2.073765640159003}), (, {'error': 0.1811609259672421}), (, {'error': 0.11831816163422659}), (, {'error': 0.11035751879256206}), (, {'error': 0.1613325874291115}), (, {'error': 0.8862019270981334}), (, {'error': 0.03294403668537438}), (, {'error': 0.3976320351383116}), (, {'error': 0.15502829085936476}), (, {'error': 0.1868629067464318}), (, {'error': 0.05811990078130069}), (, {'error': 0.0956652038621626}), (, {'error': 0.10697019814536401}), (, {'error': 0.3522908389397399}), (, {'error': 0.24819992074387454})]) -Toy 9/25 -Time taken: 50 min, 20 s -Projected time left: 1 h, 29 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1213 (1213 total) | -| EDM = 0.000488 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297129.2675365388 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.500 | 0.012 | | | -2 | 2 | | -| 1 | rho_s | 0.92 | 0.26 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.679 | 0.026 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 15.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 6.9 | 0.7 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.26 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -0.33 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.29 | 0.12 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.35 | 0.23 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.83 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.39 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 3.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.797 | 0.028 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.31 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.36 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.15 | 0.12 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -1.007 | 0.024 | | | -2 | 2 | | -| 20| Dbar_s | 0.18 | 0.16 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.16 | 0.04 | | | -2 | 2 | | -| 22| rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.82 | 0.17 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.198 -0.639 0.025 -0.000 0.334 0.005 -0.041 0.611 0.634 -0.763 0.650 0.622 -0.713 -0.487 -0.456 0.939 -0.731 -0.176 0.851 0.860 0.080 -0.056 0.208 | -| rho_s | 0.198 1.000 -0.128 0.036 -0.272 0.065 -0.002 0.016 0.122 0.124 -0.152 0.125 0.123 -0.141 -0.097 -0.090 0.186 -0.145 -0.033 0.182 0.170 0.057 -0.014 0.038 | -| jpsi_p | -0.639 -0.128 1.000 -0.037 -0.015 -0.197 -0.004 0.031 -0.524 -0.578 0.566 -0.450 -0.409 0.558 0.262 0.412 -0.694 0.552 0.164 -0.645 -0.657 -0.116 0.044 -0.067 | -| phi_s | 0.025 0.036 -0.037 1.000 -0.006 0.006 -0.003 0.441 0.024 0.015 -0.030 0.023 0.020 -0.029 -0.021 -0.018 0.033 -0.031 -0.011 0.026 0.030 -0.059 0.011 -0.001 | -| omega_s | -0.000 -0.272 -0.015 -0.006 1.000 -0.000 -0.070 -0.039 0.008 0.002 -0.009 0.007 0.005 -0.010 -0.006 -0.006 0.009 -0.011 -0.006 0.002 0.008 -0.052 0.065 -0.003 | -| p4040_p | 0.334 0.065 -0.197 0.006 -0.000 1.000 0.002 -0.016 0.175 0.123 -0.278 0.314 0.297 -0.332 -0.332 -0.212 0.360 -0.160 0.022 0.335 0.343 0.075 -0.020 0.067 | -| omega_p | 0.005 -0.002 -0.004 -0.003 -0.070 0.002 1.000 -0.002 0.004 0.004 -0.005 0.004 0.004 -0.005 -0.003 -0.003 0.006 -0.005 -0.001 0.005 0.005 -0.003 0.002 0.001 | -| phi_p | -0.041 0.016 0.031 0.441 -0.039 -0.016 -0.002 1.000 -0.035 -0.035 0.040 -0.035 -0.032 0.038 0.021 0.024 -0.048 0.039 0.010 -0.042 -0.044 0.010 0.012 -0.009 | -| Ctt | 0.611 0.122 -0.524 0.024 0.008 0.175 0.004 -0.035 1.000 0.444 -0.484 0.444 0.364 -0.437 -0.461 -0.217 0.660 -0.464 -0.152 0.615 0.661 0.323 -0.042 0.120 | -| DDstar_p | 0.634 0.124 -0.578 0.015 0.002 0.123 0.004 -0.035 0.444 1.000 -0.557 0.417 0.323 -0.567 -0.555 -0.415 0.660 -0.563 -0.237 0.636 0.634 0.107 -0.040 0.066 | -| p4415_s | -0.763 -0.152 0.566 -0.030 -0.009 -0.278 -0.005 0.040 -0.484 -0.557 1.000 -0.581 -0.531 0.652 0.466 0.401 -0.838 0.702 0.125 -0.768 -0.779 -0.138 0.051 -0.173 | -| p3770_p | 0.650 0.125 -0.450 0.023 0.007 0.314 0.004 -0.035 0.444 0.417 -0.581 1.000 0.525 -0.527 -0.457 -0.316 0.686 -0.546 -0.078 0.653 0.597 0.124 -0.043 0.022 | -| p4160_p | 0.622 0.123 -0.409 0.020 0.005 0.297 0.004 -0.032 0.364 0.323 -0.531 0.525 1.000 -0.636 -0.463 -0.322 0.678 -0.570 0.008 0.625 0.629 0.127 -0.040 0.163 | -| p4040_s | -0.713 -0.141 0.558 -0.029 -0.010 -0.332 -0.005 0.038 -0.437 -0.567 0.652 -0.527 -0.636 1.000 0.431 0.384 -0.778 0.586 0.079 -0.719 -0.724 -0.116 0.048 -0.101 | -| Dbar_p | -0.487 -0.097 0.262 -0.021 -0.006 -0.332 -0.003 0.021 -0.461 -0.555 0.466 -0.457 -0.463 0.431 1.000 0.169 -0.543 0.436 0.041 -0.492 -0.535 0.022 0.031 -0.266 | -| psi2s_p | -0.456 -0.090 0.412 -0.018 -0.006 -0.212 -0.003 0.024 -0.217 -0.415 0.401 -0.316 -0.322 0.384 0.169 1.000 -0.493 0.370 0.085 -0.460 -0.462 -0.107 0.030 -0.228 | -| DDstar_s | 0.939 0.186 -0.694 0.033 0.009 0.360 0.006 -0.048 0.660 0.660 -0.838 0.686 0.678 -0.778 -0.543 -0.493 1.000 -0.799 -0.174 0.945 0.946 0.136 -0.061 0.214 | -| p4160_s | -0.731 -0.145 0.552 -0.031 -0.011 -0.160 -0.005 0.039 -0.464 -0.563 0.702 -0.546 -0.570 0.586 0.436 0.370 -0.799 1.000 0.061 -0.737 -0.736 -0.099 0.050 -0.150 | -| p4415_p | -0.176 -0.033 0.164 -0.011 -0.006 0.022 -0.001 0.010 -0.152 -0.237 0.125 -0.078 0.008 0.079 0.041 0.085 -0.174 0.061 1.000 -0.178 -0.152 0.053 0.013 -0.007 | -| bplus_1 | 0.851 0.182 -0.645 0.026 0.002 0.335 0.005 -0.042 0.615 0.636 -0.768 0.653 0.625 -0.719 -0.492 -0.460 0.945 -0.737 -0.178 1.000 0.866 0.076 -0.054 0.207 | -| Dbar_s | 0.860 0.170 -0.657 0.030 0.008 0.343 0.005 -0.044 0.661 0.634 -0.779 0.597 0.629 -0.724 -0.535 -0.462 0.946 -0.736 -0.152 0.866 1.000 0.086 -0.056 0.212 | -| bplus_2 | 0.080 0.057 -0.116 -0.059 -0.052 0.075 -0.003 0.010 0.323 0.107 -0.138 0.124 0.127 -0.116 0.022 -0.107 0.136 -0.099 0.053 0.076 0.086 1.000 0.021 0.035 | -| rho_p | -0.056 -0.014 0.044 0.011 0.065 -0.020 0.002 0.012 -0.042 -0.040 0.051 -0.043 -0.040 0.048 0.031 0.030 -0.061 0.050 0.013 -0.054 -0.056 0.021 1.000 -0.010 | -| p3770_s | 0.208 0.038 -0.067 -0.001 -0.003 0.067 0.001 -0.009 0.120 0.066 -0.173 0.022 0.163 -0.101 -0.266 -0.228 0.214 -0.150 -0.007 0.207 0.212 0.035 -0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0116065437292725}), (, {'error': 0.2635200359452147}), (, {'error': 0.02649742709375058}), (, {'error': 0.7055311350817117}), (, {'error': 0.6543396901678116}), (, {'error': 0.10277082649215874}), (, {'error': 0.061856077177333546}), (, {'error': 0.16080689221615208}), (, {'error': 0.11604207640413389}), (, {'error': 0.9544650881274359}), (, {'error': 0.23472042195766352}), (, {'error': 0.101744883058001}), (, {'error': 0.08786502291643838}), (, {'error': 0.17493381103401062}), (, {'error': 0.34898642259059365}), (, {'error': 0.02771562761575641}), (, {'error': 0.3050389045355282}), (, {'error': 0.1805554573761523}), (, {'error': 0.12156321288303218}), (, {'error': 0.02412883988780512}), (, {'error': 0.15899225674741532}), (, {'error': 0.03733531284412073}), (, {'error': 0.10697227540984455}), (, {'error': 0.16859200765876436})]) -Toy 10/25 -Time taken: 56 min, 14 s -Projected time left: 1 h, 24 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1456 (1456 total) | -| EDM = 0.00274 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297218.1097610691 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.446 | 0.010 | | | -2 | 2 | | -| 1 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.691 | 0.027 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 15.8 | 0.8 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 6.6 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.68 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 5.94 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.14 | 0.25 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 2.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.10 | 0.16 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -3.06 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.16 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.15 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 0.7 | 3.2 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.800 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.09 | 0.16 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.36 | 0.15 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.875 | 0.021 | | | -2 | 2 | | -| 20| Dbar_s | -0.10 | 0.40 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.23 | 0.06 | | | -2 | 2 | | -| 22| rho_p | -6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.30 | 0.26 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.332 0.198 -0.069 -0.100 -0.350 -0.017 -0.006 -0.731 -0.157 0.028 0.678 0.018 -0.336 0.817 -0.255 0.637 -0.349 -0.320 0.581 0.826 0.418 -0.036 -0.476 | -| rho_s | 0.332 1.000 0.069 -0.028 -0.255 -0.137 -0.073 -0.009 -0.274 -0.056 0.003 0.261 0.008 -0.132 0.318 -0.101 0.247 -0.135 -0.117 0.280 0.321 0.231 0.006 -0.190 | -| jpsi_p | 0.198 0.069 1.000 -0.036 -0.031 0.120 -0.002 0.001 -0.256 -0.457 -0.070 0.246 0.353 -0.029 0.187 0.157 0.448 -0.077 0.103 0.198 0.205 0.046 -0.002 0.067 | -| phi_s | -0.069 -0.028 -0.036 1.000 0.029 0.024 0.026 -0.284 0.056 0.002 -0.001 -0.056 -0.004 0.019 -0.069 0.021 -0.052 0.017 0.015 -0.067 -0.070 -0.115 0.033 0.032 | -| omega_s | -0.100 -0.255 -0.031 0.029 1.000 0.042 0.343 0.010 0.085 0.011 -0.001 -0.084 -0.002 0.039 -0.102 0.033 -0.077 0.038 0.034 -0.091 -0.103 -0.102 0.190 0.057 | -| p4040_p | -0.350 -0.137 0.120 0.024 0.042 1.000 0.010 0.001 0.286 -0.251 0.022 -0.226 0.254 0.119 -0.421 0.146 -0.175 0.434 0.342 -0.366 -0.414 -0.242 0.019 0.286 | -| omega_p | -0.017 -0.073 -0.002 0.026 0.343 0.010 1.000 -0.007 0.017 0.002 -0.000 -0.016 0.002 0.011 -0.019 0.007 -0.013 0.012 0.011 -0.012 -0.019 0.009 -0.003 0.014 | -| phi_p | -0.006 -0.009 0.001 -0.284 0.010 0.001 -0.007 1.000 0.004 0.004 0.000 -0.004 -0.001 0.001 -0.004 0.001 -0.005 0.002 0.001 -0.004 -0.004 -0.004 -0.005 0.002 | -| Ctt | -0.731 -0.274 -0.256 0.056 0.085 0.286 0.017 0.004 1.000 0.122 0.132 -0.716 -0.156 0.482 -0.878 0.365 -0.725 0.474 0.295 -0.759 -0.873 -0.346 0.035 0.505 | -| DDstar_p | -0.157 -0.056 -0.457 0.002 0.011 -0.251 0.002 0.004 0.122 1.000 0.091 -0.230 -0.509 -0.015 -0.191 -0.184 -0.516 0.009 -0.226 -0.172 -0.084 -0.035 0.014 -0.109 | -| p4415_s | 0.028 0.003 -0.070 -0.001 -0.001 0.022 -0.000 0.000 0.132 0.091 1.000 -0.065 -0.036 0.107 -0.040 0.001 -0.039 0.230 -0.092 0.029 -0.044 -0.086 -0.001 0.023 | -| p3770_p | 0.678 0.261 0.246 -0.056 -0.084 -0.226 -0.016 -0.004 -0.716 -0.230 -0.065 1.000 0.181 -0.364 0.782 -0.208 0.697 -0.368 -0.225 0.700 0.815 0.492 -0.032 -0.555 | -| p4160_p | 0.018 0.008 0.353 -0.004 -0.002 0.254 0.002 -0.001 -0.156 -0.509 -0.036 0.181 1.000 -0.253 0.051 0.105 0.306 -0.052 0.322 0.017 0.050 0.040 -0.001 0.079 | -| p4040_s | -0.336 -0.132 -0.029 0.019 0.039 0.119 0.011 0.001 0.482 -0.015 0.107 -0.364 -0.253 1.000 -0.434 0.150 -0.269 0.188 0.087 -0.352 -0.456 -0.265 0.023 0.363 | -| Dbar_p | 0.817 0.318 0.187 -0.069 -0.102 -0.421 -0.019 -0.004 -0.878 -0.191 -0.040 0.782 0.051 -0.434 1.000 -0.330 0.839 -0.453 -0.353 0.847 0.965 0.598 -0.037 -0.610 | -| psi2s_p | -0.255 -0.101 0.157 0.021 0.033 0.146 0.007 0.001 0.365 -0.184 0.001 -0.208 0.105 0.150 -0.330 1.000 -0.105 0.119 0.169 -0.263 -0.316 -0.226 0.011 0.091 | -| DDstar_s | 0.637 0.247 0.448 -0.052 -0.077 -0.175 -0.013 -0.005 -0.725 -0.516 -0.039 0.697 0.306 -0.269 0.839 -0.105 1.000 -0.308 -0.118 0.663 0.785 0.467 -0.029 -0.382 | -| p4160_s | -0.349 -0.135 -0.077 0.017 0.038 0.434 0.012 0.002 0.474 0.009 0.230 -0.368 -0.052 0.188 -0.453 0.119 -0.308 1.000 0.094 -0.369 -0.472 -0.236 0.027 0.309 | -| p4415_p | -0.320 -0.117 0.103 0.015 0.034 0.342 0.011 0.001 0.295 -0.226 -0.092 -0.225 0.322 0.087 -0.353 0.169 -0.118 0.094 1.000 -0.336 -0.372 -0.141 0.023 0.291 | -| bplus_1 | 0.581 0.280 0.198 -0.067 -0.091 -0.366 -0.012 -0.004 -0.759 -0.172 0.029 0.700 0.017 -0.352 0.847 -0.263 0.663 -0.369 -0.336 1.000 0.856 0.424 -0.020 -0.500 | -| Dbar_s | 0.826 0.321 0.205 -0.070 -0.103 -0.414 -0.019 -0.004 -0.873 -0.084 -0.044 0.815 0.050 -0.456 0.965 -0.316 0.785 -0.472 -0.372 0.856 1.000 0.594 -0.036 -0.595 | -| bplus_2 | 0.418 0.231 0.046 -0.115 -0.102 -0.242 0.009 -0.004 -0.346 -0.035 -0.086 0.492 0.040 -0.265 0.598 -0.226 0.467 -0.236 -0.141 0.424 0.594 1.000 0.045 -0.376 | -| rho_p | -0.036 0.006 -0.002 0.033 0.190 0.019 -0.003 -0.005 0.035 0.014 -0.001 -0.032 -0.001 0.023 -0.037 0.011 -0.029 0.027 0.023 -0.020 -0.036 0.045 1.000 0.028 | -| p3770_s | -0.476 -0.190 0.067 0.032 0.057 0.286 0.014 0.002 0.505 -0.109 0.023 -0.555 0.079 0.363 -0.610 0.091 -0.382 0.309 0.291 -0.500 -0.595 -0.376 0.028 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.009984879725098095}), (, {'error': 0.32034256011264284}), (, {'error': 0.026919657194906854}), (, {'error': 0.7618380049561884}), (, {'error': 0.7974270870201527}), (, {'error': 0.17268973598993842}), (, {'error': 0.22720713963683625}), (, {'error': 0.17374007469994357}), (, {'error': 0.25024866782359156}), (, {'error': 1.0746599152334184}), (, {'error': 0.16116765313983578}), (, {'error': 0.1852025747955106}), (, {'error': 0.09322564374485998}), (, {'error': 0.15385246959137372}), (, {'error': 3.22155640687979}), (, {'error': 0.031216073349969342}), (, {'error': 0.15974308372069668}), (, {'error': 0.15177246261065358}), (, {'error': 0.18817891992518576}), (, {'error': 0.02137591890561996}), (, {'error': 0.398290161162433}), (, {'error': 0.05781881226322272}), (, {'error': 0.34239461985642894}), (, {'error': 0.2592187989896857})]) -Toy 11/25 -Time taken: 1 h, 2 min -Projected time left: 1 h, 19 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1304 (1304 total) | -| EDM = 0.000161 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297197.17087318795 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.450 | 0.019 | | | -2 | 2 | | -| 1 | rho_s | 0.15 | 1.09 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 16.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.4 | 1.4 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.42 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.89 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.24 | 0.19 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -5.1 | 1.3 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.126 | 0.025 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.93 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.29 | 0.13 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.83 | 0.22 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.92 | 0.07 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.05 | 0.11 | | | -2 | 2 | | -| 22| rho_p | -6.3 | 1.6 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.63 | 0.29 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.458 -0.008 0.025 -0.037 0.013 0.223 0.064 0.014 -0.184 -0.006 0.144 0.035 -0.073 -0.050 -0.036 -0.117 -0.031 0.002 -0.314 -0.042 -0.003 -0.310 0.096 | -| rho_s | 0.458 1.000 -0.116 0.094 -0.091 -0.039 0.513 0.120 0.017 -0.508 -0.018 0.352 0.086 -0.241 -0.152 -0.111 -0.324 -0.193 0.008 0.272 -0.143 -0.222 -0.629 0.170 | -| jpsi_p | -0.008 -0.116 1.000 -0.021 -0.004 0.377 -0.064 -0.013 -0.093 0.197 0.024 0.097 0.413 -0.025 -0.521 0.365 0.048 0.094 -0.006 -0.153 -0.013 -0.067 0.075 0.350 | -| phi_s | 0.025 0.094 -0.021 1.000 0.006 -0.011 0.060 0.613 -0.053 -0.059 -0.003 0.043 0.026 -0.047 -0.032 -0.016 -0.039 -0.055 0.001 0.047 -0.026 -0.111 -0.048 0.014 | -| omega_s | -0.037 -0.091 -0.004 0.006 1.000 0.001 0.671 -0.053 -0.012 0.035 0.001 -0.023 -0.002 0.011 0.002 0.007 0.022 0.004 -0.000 -0.016 0.006 -0.009 0.063 -0.013 | -| p4040_p | 0.013 -0.039 0.377 -0.011 0.001 1.000 -0.017 0.000 -0.043 0.056 0.018 0.209 0.306 -0.218 -0.438 0.092 -0.014 0.314 -0.007 -0.070 -0.123 -0.018 0.027 0.219 | -| omega_p | 0.223 0.513 -0.064 0.060 0.671 -0.017 1.000 0.045 0.016 -0.246 -0.009 0.171 0.042 -0.116 -0.080 -0.052 -0.157 -0.091 0.004 0.131 -0.070 -0.101 -0.349 0.084 | -| phi_p | 0.064 0.120 -0.013 0.613 -0.053 0.000 0.045 1.000 -0.003 -0.067 -0.002 0.048 0.018 -0.034 -0.032 -0.011 -0.044 -0.026 0.001 0.037 -0.021 -0.034 -0.065 0.028 | -| Ctt | 0.014 0.017 -0.093 -0.053 -0.012 -0.043 0.016 -0.003 1.000 0.103 0.000 -0.034 -0.209 0.297 -0.170 0.357 0.152 0.199 -0.007 -0.178 -0.163 0.533 0.006 -0.027 | -| DDstar_p | -0.184 -0.508 0.197 -0.059 0.035 0.056 -0.246 -0.067 0.103 1.000 0.034 -0.722 -0.280 0.576 0.413 0.209 0.593 0.492 -0.019 -0.858 0.393 0.709 0.338 -0.345 | -| p4415_s | -0.006 -0.018 0.024 -0.003 0.001 0.018 -0.009 -0.002 0.000 0.034 1.000 -0.012 0.019 0.004 -0.007 0.014 0.016 0.008 -0.016 -0.032 0.006 0.026 0.012 0.000 | -| p3770_p | 0.144 0.352 0.097 0.043 -0.023 0.209 0.171 0.048 -0.034 -0.722 -0.012 1.000 0.474 -0.516 -0.604 0.032 -0.459 -0.310 0.011 0.606 -0.253 -0.541 -0.237 0.296 | -| p4160_p | 0.035 0.086 0.413 0.026 -0.002 0.306 0.042 0.018 -0.209 -0.280 0.019 0.474 1.000 -0.543 -0.624 0.134 -0.266 -0.148 -0.001 0.217 -0.205 -0.318 -0.063 0.380 | -| p4040_s | -0.073 -0.241 -0.025 -0.047 0.011 -0.218 -0.116 -0.034 0.297 0.576 0.004 -0.516 -0.543 1.000 0.382 0.094 0.353 0.105 -0.009 -0.480 0.227 0.482 0.167 -0.196 | -| Dbar_p | -0.050 -0.152 -0.521 -0.032 0.002 -0.438 -0.080 -0.032 -0.170 0.413 -0.007 -0.604 -0.624 0.382 1.000 -0.338 0.102 0.146 -0.003 -0.334 0.379 0.404 0.104 -0.612 | -| psi2s_p | -0.036 -0.111 0.365 -0.016 0.007 0.092 -0.052 -0.011 0.357 0.209 0.014 0.032 0.134 0.094 -0.338 1.000 0.121 0.058 -0.006 -0.184 -0.036 0.131 0.074 -0.083 | -| DDstar_s | -0.117 -0.324 0.048 -0.039 0.022 -0.014 -0.157 -0.044 0.152 0.593 0.016 -0.459 -0.266 0.353 0.102 0.121 1.000 0.280 -0.010 -0.554 0.207 0.466 0.216 -0.223 | -| p4160_s | -0.031 -0.193 0.094 -0.055 0.004 0.314 -0.091 -0.026 0.199 0.492 0.008 -0.310 -0.148 0.105 0.146 0.058 0.280 1.000 -0.014 -0.443 0.121 0.457 0.139 -0.132 | -| p4415_p | 0.002 0.008 -0.006 0.001 -0.000 -0.007 0.004 0.001 -0.007 -0.019 -0.016 0.011 -0.001 -0.009 -0.003 -0.006 -0.010 -0.014 1.000 0.016 -0.005 -0.013 -0.006 0.003 | -| bplus_1 | -0.314 0.272 -0.153 0.047 -0.016 -0.070 0.131 0.037 -0.178 -0.858 -0.032 0.606 0.217 -0.480 -0.334 -0.184 -0.554 -0.443 0.016 1.000 -0.280 -0.742 -0.179 0.288 | -| Dbar_s | -0.042 -0.143 -0.013 -0.026 0.006 -0.123 -0.070 -0.021 -0.163 0.393 0.006 -0.253 -0.205 0.227 0.379 -0.036 0.207 0.121 -0.005 -0.280 1.000 0.274 0.098 -0.259 | -| bplus_2 | -0.003 -0.222 -0.067 -0.111 -0.009 -0.018 -0.101 -0.034 0.533 0.709 0.026 -0.541 -0.318 0.482 0.404 0.131 0.466 0.457 -0.013 -0.742 0.274 1.000 0.176 -0.336 | -| rho_p | -0.310 -0.629 0.075 -0.048 0.063 0.027 -0.349 -0.065 0.006 0.338 0.012 -0.237 -0.063 0.167 0.104 0.074 0.216 0.139 -0.006 -0.179 0.098 0.176 1.000 -0.112 | -| p3770_s | 0.096 0.170 0.350 0.014 -0.013 0.219 0.084 0.028 -0.027 -0.345 0.000 0.296 0.380 -0.196 -0.612 -0.083 -0.223 -0.132 0.003 0.288 -0.259 -0.336 -0.112 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.019172813543888667}), (, {'error': 1.0913208525111715}), (, {'error': 0.03539203287894832}), (, {'error': 0.9964809437457971}), (, {'error': 1.4281054338731862}), (, {'error': 0.24660226893604875}), (, {'error': 0.36775908544100755}), (, {'error': 0.2218317089671329}), (, {'error': 0.1850610111863361}), (, {'error': 1.3191298485562468}), (, {'error': 0.02485355399241107}), (, {'error': 0.1773405949733886}), (, {'error': 0.12867715145191294}), (, {'error': 0.21667918818896592}), (, {'error': 0.5887637569960091}), (, {'error': 0.037342904782513564}), (, {'error': 0.412436754264524}), (, {'error': 0.1749716393884737}), (, {'error': 0.10896330500735019}), (, {'error': 0.07491213327875346}), (, {'error': 0.3760823364377414}), (, {'error': 0.11290617567116212}), (, {'error': 1.642847348169819}), (, {'error': 0.28793117811514035})]) -Toy 12/25 -Time taken: 1 h, 9 min -Projected time left: 1 h, 14 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1313 (1313 total) | -| EDM = 3.2E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297345.1572558056 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.440 | 0.018 | | | -2 | 2 | | -| 1 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -1.632 | 0.027 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 19.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.90 | 0.16 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -5.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.50 | 0.21 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 5.11 | 0.30 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.20 | 0.19 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.78 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.18 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.16 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -1.14 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.901 | 0.032 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.27 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 20| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.33 | 0.08 | | | -2 | 2 | | -| 22| rho_p | -1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.260 -0.061 -0.021 -0.118 0.023 0.027 0.020 -0.015 0.004 0.014 0.034 0.021 0.019 0.024 -0.009 0.000 0.034 0.022 -0.831 0.001 -0.065 0.145 0.045 | -| rho_s | 0.260 1.000 0.084 0.067 -0.532 -0.000 0.061 0.247 -0.068 0.066 0.016 0.041 0.007 -0.025 0.026 0.009 -0.001 -0.029 -0.038 -0.185 -0.000 -0.201 0.036 0.001 | -| jpsi_p | -0.061 0.084 1.000 0.045 -0.035 -0.075 0.008 0.033 0.201 0.197 -0.014 0.095 -0.015 -0.029 0.248 -0.021 0.053 -0.043 -0.029 0.090 0.043 0.091 -0.066 -0.019 | -| phi_s | -0.021 0.067 0.045 1.000 -0.026 -0.011 -0.004 0.412 -0.056 0.016 -0.004 0.007 -0.004 -0.033 -0.010 -0.001 0.000 -0.043 -0.038 0.012 -0.000 -0.154 -0.158 -0.022 | -| omega_s | -0.118 -0.532 -0.035 -0.026 1.000 -0.002 -0.376 -0.137 0.009 -0.026 -0.008 -0.018 -0.004 0.003 -0.015 -0.005 0.000 0.002 0.007 0.087 0.000 0.047 -0.049 -0.005 | -| p4040_p | 0.023 -0.000 -0.075 -0.011 -0.002 1.000 0.001 -0.005 -0.313 0.143 -0.015 0.181 0.269 -0.263 -0.020 -0.225 0.030 0.255 0.145 0.010 0.024 -0.068 0.010 -0.058 | -| omega_p | 0.027 0.061 0.008 -0.004 -0.376 0.001 1.000 0.029 0.000 0.006 0.002 0.004 0.001 0.001 0.004 0.001 -0.000 0.001 -0.000 -0.019 -0.000 -0.005 0.102 0.002 | -| phi_p | 0.020 0.247 0.033 0.412 -0.137 -0.005 0.029 1.000 -0.031 0.012 -0.002 0.009 -0.001 -0.020 -0.001 -0.001 0.001 -0.025 -0.022 -0.023 0.001 -0.097 -0.209 -0.010 | -| Ctt | -0.015 -0.068 0.201 -0.056 0.009 -0.313 0.000 -0.031 1.000 -0.097 0.192 -0.251 -0.385 0.356 -0.307 0.168 0.001 0.280 -0.019 -0.164 0.008 0.683 0.103 -0.155 | -| DDstar_p | 0.004 0.066 0.197 0.016 -0.026 0.143 0.006 0.012 -0.097 1.000 -0.026 0.271 0.222 -0.128 -0.096 0.007 0.028 -0.081 -0.012 0.361 0.001 -0.242 0.026 0.149 | -| p4415_s | 0.014 0.016 -0.014 -0.004 -0.008 -0.015 0.002 -0.002 0.192 -0.026 1.000 -0.067 -0.082 0.199 0.036 0.029 -0.001 0.332 -0.179 0.136 -0.001 -0.101 0.021 0.023 | -| p3770_p | 0.034 0.041 0.095 0.007 -0.018 0.181 0.004 0.009 -0.251 0.271 -0.067 1.000 0.232 -0.163 0.366 0.007 0.023 -0.089 0.050 0.137 0.032 -0.113 0.009 -0.248 | -| p4160_p | 0.021 0.007 -0.015 -0.004 -0.004 0.269 0.001 -0.001 -0.385 0.222 -0.082 0.232 1.000 -0.565 0.042 -0.149 0.041 -0.200 0.281 0.003 0.027 -0.057 0.003 -0.015 | -| p4040_s | 0.019 -0.025 -0.029 -0.033 0.003 -0.263 0.001 -0.020 0.356 -0.128 0.199 -0.163 -0.565 1.000 -0.093 -0.012 0.006 0.119 -0.220 0.013 -0.000 0.111 0.058 0.100 | -| Dbar_p | 0.024 0.026 0.248 -0.010 -0.015 -0.020 0.004 -0.001 -0.307 -0.096 0.036 0.366 0.042 -0.093 1.000 -0.009 0.004 -0.076 -0.079 0.205 0.019 -0.082 0.048 -0.018 | -| psi2s_p | -0.009 0.009 -0.021 -0.001 -0.005 -0.225 0.001 -0.001 0.168 0.007 0.029 0.007 -0.149 -0.012 -0.009 1.000 0.027 -0.071 -0.112 0.046 0.026 -0.023 0.003 -0.395 | -| DDstar_s | 0.000 -0.001 0.053 0.000 0.000 0.030 -0.000 0.001 0.001 0.028 -0.001 0.023 0.041 0.006 0.004 0.027 1.000 0.008 0.030 -0.007 -0.001 0.009 0.000 0.021 | -| p4160_s | 0.034 -0.029 -0.043 -0.043 0.002 0.255 0.001 -0.025 0.280 -0.081 0.332 -0.089 -0.200 0.119 -0.076 -0.071 0.008 1.000 -0.189 0.015 0.003 0.133 0.076 0.015 | -| p4415_p | 0.022 -0.038 -0.029 -0.038 0.007 0.145 -0.000 -0.022 -0.019 -0.012 -0.179 0.050 0.281 -0.220 -0.079 -0.112 0.030 -0.189 1.000 -0.093 0.016 0.192 0.054 -0.021 | -| bplus_1 | -0.831 -0.185 0.090 0.012 0.087 0.010 -0.019 -0.023 -0.164 0.361 0.136 0.137 0.003 0.013 0.205 0.046 -0.007 0.015 -0.093 1.000 -0.003 -0.240 -0.075 0.067 | -| Dbar_s | 0.001 -0.000 0.043 -0.000 0.000 0.024 -0.000 0.001 0.008 0.001 -0.001 0.032 0.027 -0.000 0.019 0.026 -0.001 0.003 0.016 -0.003 1.000 0.006 0.001 0.023 | -| bplus_2 | -0.065 -0.201 0.091 -0.154 0.047 -0.068 -0.005 -0.097 0.683 -0.242 -0.101 -0.113 -0.057 0.111 -0.082 -0.023 0.009 0.133 0.192 -0.240 0.006 1.000 0.243 -0.087 | -| rho_p | 0.145 0.036 -0.066 -0.158 -0.049 0.010 0.102 -0.209 0.103 0.026 0.021 0.009 0.003 0.058 0.048 0.003 0.000 0.076 0.054 -0.075 0.001 0.243 1.000 0.036 | -| p3770_s | 0.045 0.001 -0.019 -0.022 -0.005 -0.058 0.002 -0.010 -0.155 0.149 0.023 -0.248 -0.015 0.100 -0.018 -0.395 0.021 0.015 -0.021 0.067 0.023 -0.087 0.036 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018023887414149176}), (, {'error': 0.3173639893584829}), (, {'error': 0.026885929994170166}), (, {'error': 0.9126600626186008}), (, {'error': 1.0271697091690162}), (, {'error': 0.1615457162969154}), (, {'error': 0.3814911956349727}), (, {'error': 0.138090261288776}), (, {'error': 0.21216677454309274}), (, {'error': 0.3047298893309147}), (, {'error': 0.1941416702422858}), (, {'error': 0.0980142560579309}), (, {'error': 0.09993942674594525}), (, {'error': 0.1719348972930147}), (, {'error': 0.30566763146576204}), (, {'error': 0.031590372443523584}), (, {'error': 0.020637050599969287}), (, {'error': 0.16885260493111787}), (, {'error': 0.1752456754900329}), (, {'error': 0.0367079835735884}), (, {'error': 0.016484339415495597}), (, {'error': 0.08058090304079113}), (, {'error': 0.3873003761873761}), (, {'error': 0.22957822398405314})]) -Toy 13/25 -Time taken: 1 h, 15 min -Projected time left: 1 h, 9 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1364 (1364 total) | -| EDM = 4.26E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297313.4892917993 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.390 | 0.028 | | | -2 | 2 | | -| 1 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -1.620 | 0.025 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 15.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.37 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.77 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.77 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.61 | 0.21 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.57 | 0.20 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.69 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.04 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.86 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.50 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.85 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 20| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 22| rho_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.65 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.418 0.109 0.104 0.057 -0.044 -0.155 -0.035 0.024 0.011 0.026 0.078 -0.019 -0.037 -0.002 -0.024 0.006 -0.030 -0.061 -0.917 0.003 -0.105 -0.122 -0.011 | -| rho_s | -0.418 1.000 -0.004 -0.062 -0.048 -0.008 0.446 -0.011 -0.059 0.065 0.013 -0.014 -0.016 -0.011 0.017 -0.002 0.007 -0.022 -0.028 0.353 0.001 0.188 0.045 -0.015 | -| jpsi_p | 0.109 -0.004 1.000 0.019 0.007 -0.068 -0.015 -0.026 0.238 -0.291 -0.013 -0.009 -0.018 0.057 0.216 0.042 0.049 0.019 0.063 0.015 0.064 -0.237 -0.091 -0.049 | -| phi_s | 0.104 -0.062 0.019 1.000 0.019 -0.006 -0.017 0.490 -0.050 -0.008 -0.001 0.004 0.003 -0.025 -0.015 -0.004 0.000 -0.034 -0.025 -0.094 -0.000 0.085 0.072 -0.013 | -| omega_s | 0.057 -0.048 0.007 0.019 1.000 -0.004 0.577 -0.034 -0.023 -0.009 -0.001 0.002 0.002 -0.013 -0.009 -0.003 -0.000 -0.017 -0.012 -0.047 -0.000 0.045 -0.103 -0.007 | -| p4040_p | -0.044 -0.008 -0.068 -0.006 -0.004 1.000 -0.003 0.001 -0.228 -0.133 -0.032 0.104 0.211 -0.179 -0.087 -0.179 0.030 0.312 0.198 0.110 0.029 -0.025 0.005 -0.062 | -| omega_p | -0.155 0.446 -0.015 -0.017 0.577 -0.003 1.000 0.001 -0.011 0.021 0.005 -0.007 -0.008 0.001 0.009 -0.001 0.003 -0.001 -0.006 0.131 0.001 0.045 0.083 -0.004 | -| phi_p | -0.035 -0.011 -0.026 0.490 -0.034 0.001 0.001 1.000 0.005 0.000 0.001 -0.006 -0.002 0.007 0.007 -0.001 0.001 0.009 0.006 0.026 0.001 -0.024 0.101 0.002 | -| Ctt | 0.024 -0.059 0.238 -0.050 -0.023 -0.228 -0.011 0.005 1.000 0.021 0.162 -0.219 -0.339 0.349 -0.346 0.219 -0.009 0.277 0.030 0.083 -0.009 -0.661 0.109 -0.089 | -| DDstar_p | 0.011 0.065 -0.291 -0.008 -0.009 -0.133 0.021 0.000 0.021 1.000 0.045 0.068 -0.175 -0.167 -0.243 -0.223 0.069 -0.106 -0.313 -0.291 0.015 0.264 0.024 -0.025 | -| p4415_s | 0.026 0.013 -0.013 -0.001 -0.001 -0.032 0.005 0.001 0.162 0.045 1.000 -0.050 -0.150 0.205 0.076 0.032 0.001 0.335 -0.198 -0.144 0.000 0.140 0.006 0.022 | -| p3770_p | 0.078 -0.014 -0.009 0.004 0.002 0.104 -0.007 -0.006 -0.219 0.068 -0.050 1.000 0.139 -0.141 0.322 -0.036 0.054 -0.060 0.009 -0.131 0.068 0.044 -0.014 -0.319 | -| p4160_p | -0.019 -0.016 -0.018 0.003 0.002 0.211 -0.008 -0.002 -0.339 -0.175 -0.150 0.139 1.000 -0.487 0.007 -0.103 0.051 -0.143 0.334 0.122 0.041 -0.044 -0.016 -0.039 | -| p4040_s | -0.037 -0.011 0.057 -0.025 -0.013 -0.179 0.001 0.007 0.349 -0.167 0.205 -0.141 -0.487 1.000 -0.059 0.052 -0.017 0.081 -0.116 0.041 -0.011 -0.132 0.057 0.128 | -| Dbar_p | -0.002 0.017 0.216 -0.015 -0.009 -0.087 0.009 0.007 -0.346 -0.243 0.076 0.322 0.007 -0.059 1.000 -0.039 -0.017 -0.060 -0.059 -0.113 0.036 0.044 0.039 -0.081 | -| psi2s_p | -0.024 -0.002 0.042 -0.004 -0.003 -0.179 -0.001 -0.001 0.219 -0.223 0.032 -0.036 -0.103 0.052 -0.039 1.000 0.012 -0.030 -0.012 0.081 0.032 -0.075 0.001 -0.383 | -| DDstar_s | 0.006 0.007 0.049 0.000 -0.000 0.030 0.003 0.001 -0.009 0.069 0.001 0.054 0.051 -0.017 -0.017 0.012 1.000 -0.005 0.012 -0.041 -0.002 0.032 0.002 0.034 | -| p4160_s | -0.030 -0.022 0.019 -0.034 -0.017 0.312 -0.001 0.009 0.277 -0.106 0.335 -0.060 -0.143 0.081 -0.060 -0.030 -0.005 1.000 -0.053 0.023 -0.004 -0.170 0.078 0.033 | -| p4415_p | -0.061 -0.028 0.063 -0.025 -0.012 0.198 -0.006 0.006 0.030 -0.313 -0.198 0.009 0.334 -0.116 -0.059 -0.012 0.012 -0.053 1.000 0.184 0.015 -0.245 0.049 0.010 | -| bplus_1 | -0.917 0.353 0.015 -0.094 -0.047 0.110 0.131 0.026 0.083 -0.291 -0.144 -0.131 0.122 0.041 -0.113 0.081 -0.041 0.023 0.184 1.000 -0.013 -0.120 0.086 0.003 | -| Dbar_s | 0.003 0.001 0.064 -0.000 -0.000 0.029 0.001 0.001 -0.009 0.015 0.000 0.068 0.041 -0.011 0.036 0.032 -0.002 -0.004 0.015 -0.013 1.000 0.008 0.002 0.034 | -| bplus_2 | -0.105 0.188 -0.237 0.085 0.045 -0.025 0.045 -0.024 -0.661 0.264 0.140 0.044 -0.044 -0.132 0.044 -0.075 0.032 -0.170 -0.245 -0.120 0.008 1.000 -0.245 0.022 | -| rho_p | -0.122 0.045 -0.091 0.072 -0.103 0.005 0.083 0.101 0.109 0.024 0.006 -0.014 -0.016 0.057 0.039 0.001 0.002 0.078 0.049 0.086 0.002 -0.245 1.000 0.023 | -| p3770_s | -0.011 -0.015 -0.049 -0.013 -0.007 -0.062 -0.004 0.002 -0.089 -0.025 0.022 -0.319 -0.039 0.128 -0.081 -0.383 0.034 0.033 0.010 0.003 0.034 0.022 0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.028138778801590547}), (, {'error': 0.34238920877477225}), (, {'error': 0.02513901733608881}), (, {'error': 1.0057228905430042}), (, {'error': 1.2473224763936432}), (, {'error': 0.17373877724007625}), (, {'error': 0.2171592446872057}), (, {'error': 0.1835476337918598}), (, {'error': 0.21211549411501118}), (, {'error': 0.38933897310935395}), (, {'error': 0.19875480474029983}), (, {'error': 0.0890770231590543}), (, {'error': 0.09190862679763967}), (, {'error': 0.17416906121413173}), (, {'error': 0.3476812522502781}), (, {'error': 0.031942767455211296}), (, {'error': 0.03540686906607127}), (, {'error': 0.1703023158039758}), (, {'error': 0.1425770091831362}), (, {'error': 0.05674606922051528}), (, {'error': 0.02809528506312009}), (, {'error': 0.08036161155610544}), (, {'error': 0.4168482338269919}), (, {'error': 0.22918857644302948})]) -Toy 14/25 -Time taken: 1 h, 22 min -Projected time left: 1 h, 4 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1526 (1526 total) | -| EDM = 0.000616 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297309.3707382258 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.514 | 0.012 | | | -2 | 2 | | -| 1 | rho_s | 1.35 | 0.27 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.67 | 0.05 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 17.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 5.5 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.83 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.86 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.25 | 0.13 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.51 | 0.17 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.31 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.95 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.20 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 1.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.21 | 0.19 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.40 | 0.26 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.986 | 0.023 | | | -2 | 2 | | -| 20| Dbar_s | -0.14 | 0.22 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.31 | 0.06 | | | -2 | 2 | | -| 22| rho_p | 5.81 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.30 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.141 0.624 0.105 0.065 0.565 -0.001 0.000 -0.230 -0.759 0.082 -0.333 0.623 0.525 0.300 0.502 -0.526 0.475 0.668 0.425 -0.732 -0.142 -0.110 0.386 | -| rho_s | -0.141 1.000 -0.098 0.005 -0.396 -0.089 0.009 0.013 0.032 0.115 -0.014 0.051 -0.096 -0.083 -0.043 -0.076 0.085 -0.078 -0.104 -0.088 0.112 0.043 0.178 -0.065 | -| jpsi_p | 0.624 -0.098 1.000 0.085 0.049 0.712 -0.001 0.017 -0.418 -0.885 0.148 -0.180 0.794 0.615 0.570 0.691 -0.568 0.549 0.792 0.634 -0.660 0.030 -0.074 0.569 | -| phi_s | 0.105 0.005 0.085 1.000 0.030 0.077 -0.001 0.383 -0.053 -0.112 0.016 -0.045 0.089 0.073 0.047 0.075 -0.068 0.060 0.091 0.091 -0.102 0.080 0.059 0.050 | -| omega_s | 0.065 -0.396 0.049 0.030 1.000 0.046 -0.056 -0.018 -0.023 -0.062 0.008 -0.028 0.050 0.043 0.024 0.040 -0.043 0.039 0.054 0.045 -0.058 -0.008 0.139 0.032 | -| p4040_p | 0.565 -0.089 0.712 0.077 0.046 1.000 -0.001 0.015 -0.359 -0.759 0.174 -0.124 0.680 0.467 0.412 0.508 -0.437 0.628 0.706 0.571 -0.595 -0.028 -0.063 0.432 | -| omega_p | -0.001 0.009 -0.001 -0.001 -0.056 -0.001 1.000 -0.000 0.001 0.002 -0.000 0.000 -0.001 -0.001 -0.001 -0.001 0.001 -0.001 -0.001 -0.001 0.001 0.001 0.012 -0.001 | -| phi_p | 0.000 0.013 0.017 0.383 -0.018 0.015 -0.000 1.000 -0.008 -0.017 0.004 -0.003 0.016 0.014 0.015 0.014 -0.012 0.014 0.017 0.007 -0.009 -0.026 0.070 0.014 | -| Ctt | -0.230 0.032 -0.418 -0.053 -0.023 -0.359 0.001 -0.008 1.000 0.360 0.110 0.005 -0.424 -0.091 -0.440 -0.127 0.287 -0.093 -0.331 -0.222 0.258 -0.400 0.056 -0.243 | -| DDstar_p | -0.759 0.115 -0.885 -0.112 -0.062 -0.759 0.002 -0.017 0.360 1.000 -0.200 0.333 -0.831 -0.718 -0.585 -0.705 0.574 -0.656 -0.877 -0.765 0.881 0.016 0.100 -0.558 | -| p4415_s | 0.082 -0.014 0.148 0.016 0.008 0.174 -0.000 0.004 0.110 -0.200 1.000 -0.123 0.163 0.212 0.117 0.138 -0.171 0.309 0.125 0.080 -0.202 0.085 -0.015 0.112 | -| p3770_p | -0.333 0.051 -0.180 -0.045 -0.028 -0.124 0.000 -0.003 0.005 0.333 -0.123 1.000 -0.131 -0.306 0.044 -0.141 0.159 -0.265 -0.244 -0.343 0.534 -0.009 0.037 -0.239 | -| p4160_p | 0.623 -0.096 0.794 0.089 0.050 0.680 -0.001 0.016 -0.424 -0.831 0.163 -0.131 1.000 0.437 0.508 0.602 -0.466 0.483 0.798 0.628 -0.635 -0.038 -0.076 0.495 | -| p4040_s | 0.525 -0.083 0.615 0.073 0.043 0.467 -0.001 0.014 -0.091 -0.718 0.212 -0.306 0.437 1.000 0.374 0.493 -0.450 0.447 0.571 0.532 -0.673 -0.011 -0.058 0.449 | -| Dbar_p | 0.300 -0.043 0.570 0.047 0.024 0.412 -0.001 0.015 -0.440 -0.585 0.117 0.044 0.508 0.374 1.000 0.424 -0.533 0.319 0.488 0.304 -0.342 -0.068 -0.036 0.291 | -| psi2s_p | 0.502 -0.076 0.691 0.075 0.040 0.508 -0.001 0.014 -0.127 -0.705 0.138 -0.141 0.602 0.493 0.424 1.000 -0.450 0.421 0.614 0.506 -0.522 0.008 -0.066 0.285 | -| DDstar_s | -0.526 0.085 -0.568 -0.068 -0.043 -0.437 0.001 -0.012 0.287 0.574 -0.171 0.159 -0.466 -0.450 -0.533 -0.450 1.000 -0.406 -0.516 -0.533 0.391 0.051 0.054 -0.326 | -| p4160_s | 0.475 -0.078 0.549 0.060 0.039 0.628 -0.001 0.014 -0.093 -0.656 0.309 -0.265 0.483 0.447 0.319 0.421 -0.406 1.000 0.521 0.482 -0.619 -0.047 -0.042 0.367 | -| p4415_p | 0.668 -0.104 0.792 0.091 0.054 0.706 -0.001 0.017 -0.331 -0.877 0.125 -0.244 0.798 0.571 0.488 0.614 -0.516 0.521 1.000 0.677 -0.746 -0.068 -0.073 0.505 | -| bplus_1 | 0.425 -0.088 0.634 0.091 0.045 0.571 -0.001 0.007 -0.222 -0.765 0.080 -0.343 0.628 0.532 0.304 0.506 -0.533 0.482 0.677 1.000 -0.738 -0.126 -0.109 0.388 | -| Dbar_s | -0.732 0.112 -0.660 -0.102 -0.058 -0.595 0.001 -0.009 0.258 0.881 -0.202 0.534 -0.635 -0.673 -0.342 -0.522 0.391 -0.619 -0.746 -0.738 1.000 0.036 0.096 -0.391 | -| bplus_2 | -0.142 0.043 0.030 0.080 -0.008 -0.028 0.001 -0.026 -0.400 0.016 0.085 -0.009 -0.038 -0.011 -0.068 0.008 0.051 -0.047 -0.068 -0.126 0.036 1.000 -0.205 0.005 | -| rho_p | -0.110 0.178 -0.074 0.059 0.139 -0.063 0.012 0.070 0.056 0.100 -0.015 0.037 -0.076 -0.058 -0.036 -0.066 0.054 -0.042 -0.073 -0.109 0.096 -0.205 1.000 -0.036 | -| p3770_s | 0.386 -0.065 0.569 0.050 0.032 0.432 -0.001 0.014 -0.243 -0.558 0.112 -0.239 0.495 0.449 0.291 0.285 -0.326 0.367 0.505 0.388 -0.391 0.005 -0.036 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.011797254001235657}), (, {'error': 0.2723979861042173}), (, {'error': 0.051808284210871136}), (, {'error': 0.8461870230336324}), (, {'error': 0.8430069227289194}), (, {'error': 0.2315193029660909}), (, {'error': 0.0572695688139051}), (, {'error': 0.15166598649294727}), (, {'error': 0.1310471981674265}), (, {'error': 8.74216236930444}), (, {'error': 0.1657226401736035}), (, {'error': 0.13519842233887847}), (, {'error': 0.15876636998192595}), (, {'error': 0.20488683753082848}), (, {'error': 0.7285336611220625}), (, {'error': 0.04100267927780532}), (, {'error': 0.4044393996921479}), (, {'error': 0.18915920549533505}), (, {'error': 0.2619083736489525}), (, {'error': 0.023226778628064215}), (, {'error': 0.22020770674435833}), (, {'error': 0.05915473708836072}), (, {'error': 0.23202603222422802}), (, {'error': 0.2537161277900599})]) -Toy 15/25 -Time taken: 1 h, 29 min -Projected time left: 59 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1294 (1294 total) | -| EDM = 0.00101 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297205.0704850652 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.50 | 0.03 | | | -2 | 2 | | -| 1 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 15.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.53 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.61 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -0.50 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.07 | 0.18 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 3.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.44 | 0.19 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.36 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.16 | 0.13 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.20 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -6.3 | 1.7 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.47 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 1.02 | 0.07 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.09 | 0.09 | | | -2 | 2 | | -| 22| rho_p | 6.17 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.91 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.271 -0.108 0.063 -0.014 -0.018 -0.133 -0.025 0.011 0.032 -0.059 0.041 0.004 -0.070 0.023 -0.027 -0.050 -0.063 -0.023 -0.962 -0.054 -0.021 0.043 -0.033 | -| rho_s | -0.271 1.000 0.027 0.036 -0.001 0.002 0.467 0.022 0.016 -0.012 0.031 -0.015 -0.008 0.035 -0.006 0.012 0.030 0.034 0.007 0.246 0.032 -0.031 0.238 0.011 | -| jpsi_p | -0.108 0.027 1.000 -0.006 0.006 0.431 0.013 0.007 -0.396 -0.609 -0.101 0.311 0.555 -0.049 -0.183 0.281 -0.100 -0.019 0.399 0.017 0.019 0.316 -0.022 0.378 | -| phi_s | 0.063 0.036 -0.006 1.000 -0.004 0.002 -0.013 0.555 -0.064 -0.016 -0.015 0.005 0.013 -0.027 -0.002 -0.003 -0.005 -0.035 -0.009 -0.066 -0.009 0.123 0.078 -0.009 | -| omega_s | -0.014 -0.001 0.006 -0.004 1.000 0.000 -0.425 0.022 0.003 0.002 0.002 -0.000 -0.001 0.002 0.001 0.001 0.002 0.003 0.000 0.013 0.002 -0.006 -0.040 0.001 | -| p4040_p | -0.018 0.002 0.431 0.002 0.000 1.000 0.004 0.007 -0.333 -0.485 -0.031 0.369 0.527 -0.195 -0.132 0.062 -0.052 0.274 0.424 -0.004 -0.040 0.118 -0.004 0.183 | -| omega_p | -0.133 0.467 0.013 -0.013 -0.425 0.004 1.000 -0.001 0.019 -0.008 0.015 -0.005 -0.002 0.020 -0.004 0.008 0.012 0.021 0.008 0.124 0.015 -0.034 -0.060 0.009 | -| phi_p | -0.025 0.022 0.007 0.555 0.022 0.007 -0.001 1.000 -0.010 -0.014 0.001 0.002 0.009 0.002 -0.004 0.004 0.000 0.002 0.007 0.018 0.002 0.007 0.072 0.006 | -| Ctt | 0.011 0.016 -0.396 -0.064 0.003 -0.333 0.019 -0.010 1.000 0.250 0.231 -0.129 -0.409 0.297 -0.044 0.172 0.009 0.209 -0.213 0.065 -0.204 -0.661 0.097 -0.171 | -| DDstar_p | 0.032 -0.012 -0.609 -0.016 0.002 -0.485 -0.008 -0.014 0.250 1.000 0.067 -0.285 -0.638 -0.027 -0.349 -0.283 0.123 -0.082 -0.531 0.027 -0.093 -0.184 0.020 -0.325 | -| p4415_s | -0.059 0.031 -0.101 -0.015 0.002 -0.031 0.015 0.001 0.231 0.067 1.000 -0.080 -0.094 0.161 0.034 -0.006 -0.006 0.300 -0.152 -0.031 0.009 0.062 0.013 -0.010 | -| p3770_p | 0.041 -0.015 0.311 0.005 -0.000 0.369 -0.005 0.002 -0.129 -0.285 -0.080 1.000 0.405 -0.097 -0.282 0.210 0.035 0.001 0.293 -0.062 0.106 0.052 -0.009 -0.025 | -| p4160_p | 0.004 -0.008 0.555 0.013 -0.001 0.527 -0.002 0.009 -0.409 -0.638 -0.094 0.405 1.000 -0.384 -0.098 0.173 -0.068 -0.083 0.591 -0.009 -0.000 0.136 -0.017 0.269 | -| p4040_s | -0.070 0.035 -0.049 -0.027 0.002 -0.195 0.020 0.002 0.297 -0.027 0.161 -0.097 -0.384 1.000 0.109 -0.011 -0.057 0.055 -0.210 0.010 -0.038 -0.035 0.034 0.098 | -| Dbar_p | 0.023 -0.006 -0.183 -0.002 0.001 -0.132 -0.004 -0.004 -0.044 -0.349 0.034 -0.282 -0.098 0.109 1.000 -0.145 -0.043 0.076 0.007 -0.010 0.120 -0.074 0.001 -0.187 | -| psi2s_p | -0.027 0.012 0.281 -0.003 0.001 0.062 0.008 0.004 0.172 -0.283 -0.006 0.210 0.173 -0.011 -0.145 1.000 -0.059 -0.033 0.125 -0.009 -0.052 0.044 -0.001 -0.135 | -| DDstar_s | -0.050 0.030 -0.100 -0.005 0.002 -0.052 0.012 0.000 0.009 0.123 -0.006 0.035 -0.068 -0.057 -0.043 -0.059 1.000 -0.043 -0.110 -0.045 -0.041 0.075 -0.003 -0.020 | -| p4160_s | -0.063 0.034 -0.019 -0.035 0.003 0.274 0.021 0.002 0.209 -0.082 0.300 0.001 -0.083 0.055 0.076 -0.033 -0.043 1.000 -0.134 0.005 -0.034 -0.074 0.046 0.040 | -| p4415_p | -0.023 0.007 0.399 -0.009 0.000 0.424 0.008 0.007 -0.213 -0.531 -0.152 0.293 0.591 -0.210 0.007 0.125 -0.110 -0.134 1.000 0.033 -0.037 -0.024 0.017 0.213 | -| bplus_1 | -0.962 0.246 0.017 -0.066 0.013 -0.004 0.124 0.018 0.065 0.027 -0.031 -0.062 -0.009 0.010 -0.010 -0.009 -0.045 0.005 0.033 1.000 -0.040 -0.153 -0.042 -0.025 | -| Dbar_s | -0.054 0.032 0.019 -0.009 0.002 -0.040 0.015 0.002 -0.204 -0.093 0.009 0.106 -0.000 -0.038 0.120 -0.052 -0.041 -0.034 -0.037 -0.040 1.000 0.058 0.004 -0.064 | -| bplus_2 | -0.021 -0.031 0.316 0.123 -0.006 0.118 -0.034 0.007 -0.661 -0.184 0.062 0.052 0.136 -0.035 -0.074 0.044 0.075 -0.074 -0.024 -0.153 0.058 1.000 -0.216 0.135 | -| rho_p | 0.043 0.238 -0.022 0.078 -0.040 -0.004 -0.060 0.072 0.097 0.020 0.013 -0.009 -0.017 0.034 0.001 -0.001 -0.003 0.046 0.017 -0.042 0.004 -0.216 1.000 0.009 | -| p3770_s | -0.033 0.011 0.378 -0.009 0.001 0.183 0.009 0.006 -0.171 -0.325 -0.010 -0.025 0.269 0.098 -0.187 -0.135 -0.020 0.040 0.213 -0.025 -0.064 0.135 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03466121282058787}), (, {'error': 0.3296091798183103}), (, {'error': 0.03435670201069563}), (, {'error': 0.9645994313011181}), (, {'error': 3.6559449298986397}), (, {'error': 0.18736268644820142}), (, {'error': 0.22925725531069663}), (, {'error': 0.20010943574050222}), (, {'error': 0.18221654122323594}), (, {'error': 0.5970703092461278}), (, {'error': 0.18669345410162308}), (, {'error': 0.11369737650780465}), (, {'error': 0.13163768427137224}), (, {'error': 0.16917179625388634}), (, {'error': 1.6849789788621705}), (, {'error': 0.03429959998021204}), (, {'error': 0.09994880103262815}), (, {'error': 0.1640466320053804}), (, {'error': 0.17802347066194724}), (, {'error': 0.06966149750579742}), (, {'error': 0.3982011400553782}), (, {'error': 0.09425018791650674}), (, {'error': 0.2585204291040428}), (, {'error': 0.2505660059119279})]) -Toy 16/25 -Time taken: 1 h, 36 min -Projected time left: 54 min, 9 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1626 (1626 total) | -| EDM = 0.0015 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297314.4249440999 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.516 | 0.010 | | | -2 | 2 | | -| 1 | rho_s | 1.67 | 0.28 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 17.6 | 1.3 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 4.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.77 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.38 | 0.19 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 0.16 | 2.27 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -3.18 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.87 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.20 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -5.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.15 | 0.20 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.40 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.93 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -1.048 | 0.022 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.04 | 0.06 | | | -2 | 2 | | -| 22| rho_p | 6.03 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.35 | 0.22 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.160 -0.503 -0.016 -0.052 0.026 0.004 -0.013 0.448 0.684 -0.278 0.194 -0.149 -0.422 -0.573 -0.271 0.708 -0.340 -0.395 0.338 -0.504 -0.376 -0.001 0.111 | -| rho_s | 0.160 1.000 -0.101 0.018 -0.426 0.002 0.030 0.040 0.088 0.129 -0.056 0.035 -0.029 -0.083 -0.108 -0.051 0.135 -0.068 -0.075 0.104 -0.094 -0.060 0.147 0.015 | -| jpsi_p | -0.503 -0.101 1.000 -0.009 0.030 0.050 -0.002 0.003 -0.598 -0.754 0.339 -0.076 0.269 0.492 0.594 0.387 -0.704 0.390 0.444 -0.527 0.655 0.257 0.031 0.017 | -| phi_s | -0.016 0.018 -0.009 1.000 -0.035 -0.005 -0.003 0.841 -0.012 -0.016 0.005 -0.005 0.001 0.005 0.008 0.005 -0.013 0.001 0.003 -0.016 0.011 -0.034 0.047 -0.008 | -| omega_s | -0.052 -0.426 0.030 -0.035 1.000 -0.002 -0.083 -0.069 -0.031 -0.044 0.019 -0.014 0.009 0.028 0.036 0.017 -0.046 0.023 0.026 -0.031 0.031 0.027 0.266 -0.006 | -| p4040_p | 0.026 0.002 0.050 -0.005 -0.002 1.000 0.000 -0.002 -0.002 0.056 -0.021 0.179 0.242 -0.148 -0.195 -0.051 0.119 0.210 0.127 0.021 -0.100 -0.035 0.006 0.044 | -| omega_p | 0.004 0.030 -0.002 -0.003 -0.083 0.000 1.000 -0.000 0.002 0.004 -0.002 0.001 -0.001 -0.002 -0.003 -0.001 0.004 -0.002 -0.002 0.003 -0.003 -0.003 -0.000 0.000 | -| phi_p | -0.013 0.040 0.003 0.841 -0.069 -0.002 -0.000 1.000 -0.014 -0.023 0.011 -0.006 0.004 0.015 0.017 0.007 -0.021 0.013 0.012 -0.017 0.020 0.013 0.022 -0.003 | -| Ctt | 0.448 0.088 -0.598 -0.012 -0.031 -0.002 0.002 -0.014 1.000 0.727 -0.252 0.092 -0.234 -0.346 -0.758 -0.111 0.714 -0.273 -0.379 0.468 -0.741 -0.075 -0.008 0.148 | -| DDstar_p | 0.684 0.129 -0.754 -0.016 -0.044 0.056 0.004 -0.023 0.727 1.000 -0.488 0.176 -0.201 -0.643 -0.922 -0.388 0.933 -0.531 -0.524 0.708 -0.848 -0.427 -0.029 0.149 | -| p4415_s | -0.278 -0.056 0.339 0.005 0.019 -0.021 -0.002 0.011 -0.252 -0.488 1.000 -0.132 0.083 0.383 0.465 0.185 -0.503 0.433 0.167 -0.290 0.422 0.157 0.020 -0.074 | -| p3770_p | 0.194 0.035 -0.076 -0.005 -0.014 0.179 0.001 -0.006 0.092 0.176 -0.132 1.000 0.164 -0.148 -0.199 -0.021 0.213 -0.116 -0.022 0.193 -0.014 -0.039 -0.009 -0.154 | -| p4160_p | -0.149 -0.029 0.269 0.001 0.009 0.242 -0.001 0.004 -0.234 -0.201 0.083 0.164 1.000 -0.165 0.047 0.104 -0.095 0.006 0.348 -0.160 0.148 0.090 0.006 0.051 | -| p4040_s | -0.422 -0.083 0.492 0.005 0.028 -0.148 -0.002 0.015 -0.346 -0.643 0.383 -0.148 -0.165 1.000 0.576 0.242 -0.632 0.342 0.232 -0.441 0.515 0.271 0.036 -0.007 | -| Dbar_p | -0.573 -0.108 0.594 0.008 0.036 -0.195 -0.003 0.017 -0.758 -0.922 0.465 -0.199 0.047 0.576 1.000 0.256 -0.886 0.465 0.401 -0.596 0.866 0.454 0.034 -0.277 | -| psi2s_p | -0.271 -0.051 0.387 0.005 0.017 -0.051 -0.001 0.007 -0.111 -0.388 0.185 -0.021 0.104 0.242 0.256 1.000 -0.356 0.170 0.202 -0.281 0.310 0.128 0.008 -0.188 | -| DDstar_s | 0.708 0.135 -0.704 -0.013 -0.046 0.119 0.004 -0.021 0.714 0.933 -0.503 0.213 -0.095 -0.632 -0.886 -0.356 1.000 -0.522 -0.466 0.736 -0.868 -0.434 -0.032 0.184 | -| p4160_s | -0.340 -0.068 0.390 0.001 0.023 0.210 -0.002 0.013 -0.273 -0.531 0.433 -0.116 0.006 0.342 0.465 0.170 -0.522 1.000 0.163 -0.359 0.410 0.254 0.041 -0.047 | -| p4415_p | -0.395 -0.075 0.444 0.003 0.026 0.127 -0.002 0.012 -0.379 -0.524 0.167 -0.022 0.348 0.232 0.401 0.202 -0.466 0.163 1.000 -0.414 0.395 0.293 0.034 -0.022 | -| bplus_1 | 0.338 0.104 -0.527 -0.016 -0.031 0.021 0.003 -0.017 0.468 0.708 -0.290 0.193 -0.160 -0.441 -0.596 -0.281 0.736 -0.359 -0.414 1.000 -0.523 -0.422 0.011 0.106 | -| Dbar_s | -0.504 -0.094 0.655 0.011 0.031 -0.100 -0.003 0.020 -0.741 -0.848 0.422 -0.014 0.148 0.515 0.866 0.310 -0.868 0.410 0.395 -0.523 1.000 0.421 0.035 -0.195 | -| bplus_2 | -0.376 -0.060 0.257 -0.034 0.027 -0.035 -0.003 0.013 -0.075 -0.427 0.157 -0.039 0.090 0.271 0.454 0.128 -0.434 0.254 0.293 -0.422 0.421 1.000 0.196 -0.109 | -| rho_p | -0.001 0.147 0.031 0.047 0.266 0.006 -0.000 0.022 -0.008 -0.029 0.020 -0.009 0.006 0.036 0.034 0.008 -0.032 0.041 0.034 0.011 0.035 0.196 1.000 0.010 | -| p3770_s | 0.111 0.015 0.017 -0.008 -0.006 0.044 0.000 -0.003 0.148 0.149 -0.074 -0.154 0.051 -0.007 -0.277 -0.188 0.184 -0.047 -0.022 0.106 -0.195 -0.109 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010278909915188539}), (, {'error': 0.28362003339406505}), (, {'error': 0.036483317470747956}), (, {'error': 1.295421926321069}), (, {'error': 0.8084802158783178}), (, {'error': 0.14392599180298027}), (, {'error': 0.0778522740756662}), (, {'error': 0.32405804377030867}), (, {'error': 0.19304093502544462}), (, {'error': 2.2681218995937615}), (, {'error': 0.1863778934335174}), (, {'error': 0.11139435605925163}), (, {'error': 0.0884883225755706}), (, {'error': 0.18216269332742263}), (, {'error': 0.7781664793249905}), (, {'error': 0.032449365539419794}), (, {'error': 0.20375985873673447}), (, {'error': 0.16371614836952464}), (, {'error': 0.1800270583883421}), (, {'error': 0.02156226673661865}), (, {'error': 0.5997686472579984}), (, {'error': 0.064585971312767}), (, {'error': 0.1786501856689382}), (, {'error': 0.21758292697081116})]) -Toy 17/25 -Time taken: 1 h, 43 min -Projected time left: 48 min, 48 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1322 (1322 total) | -| EDM = 0.000197 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297054.0444615081 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.439 | 0.018 | | | -2 | 2 | | -| 1 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -1.636 | 0.026 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 18.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 6.8 | 1.8 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.82 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.66 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.54 | 0.22 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.64 | 0.19 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.10 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.48 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.21 | 0.13 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 20| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.39 | 0.08 | | | -2 | 2 | | -| 22| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.57 | 0.22 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.287 -0.064 -0.010 -0.138 0.022 -0.079 0.029 -0.016 -0.004 0.017 0.028 0.019 0.014 0.017 -0.009 0.000 0.033 0.021 -0.805 0.001 -0.099 0.064 0.044 | -| rho_s | 0.287 1.000 0.053 0.034 -0.336 -0.004 -0.050 0.132 -0.041 0.077 0.015 0.044 0.006 -0.012 0.040 0.000 0.002 -0.013 -0.026 -0.177 0.001 -0.134 0.109 0.011 | -| jpsi_p | -0.064 0.053 1.000 0.036 -0.051 -0.105 -0.042 0.024 0.259 0.144 -0.017 0.022 -0.058 0.000 0.082 -0.033 0.076 -0.032 -0.032 0.037 0.062 0.123 -0.094 -0.045 | -| phi_s | -0.010 0.034 0.036 1.000 -0.031 -0.011 -0.008 0.680 -0.047 0.016 -0.012 0.008 0.000 -0.028 -0.009 -0.003 0.001 -0.040 -0.030 0.002 -0.000 -0.139 -0.176 -0.017 | -| omega_s | -0.138 -0.336 -0.051 -0.031 1.000 -0.000 0.845 -0.135 0.011 -0.034 -0.007 -0.025 -0.005 0.005 -0.019 -0.003 -0.001 0.004 0.009 0.093 -0.000 0.060 0.034 -0.008 | -| p4040_p | 0.022 -0.004 -0.105 -0.011 -0.000 1.000 -0.000 -0.007 -0.246 0.116 0.006 0.133 0.241 -0.261 -0.137 -0.211 0.038 0.294 0.173 -0.025 0.025 -0.050 0.005 -0.013 | -| omega_p | -0.079 -0.050 -0.042 -0.008 0.845 -0.000 1.000 -0.080 0.010 -0.021 -0.003 -0.016 -0.005 0.005 -0.011 -0.003 -0.000 0.005 0.007 0.055 0.000 0.046 0.014 -0.004 | -| phi_p | 0.029 0.132 0.024 0.680 -0.135 -0.007 -0.080 1.000 -0.025 0.014 -0.006 0.009 -0.000 -0.017 -0.003 -0.003 0.001 -0.024 -0.020 -0.029 0.001 -0.092 -0.238 -0.009 | -| Ctt | -0.016 -0.041 0.259 -0.047 0.011 -0.246 0.010 -0.025 1.000 -0.078 0.212 -0.217 -0.377 0.368 -0.384 0.225 -0.006 0.278 -0.047 -0.193 -0.005 0.677 0.104 -0.155 | -| DDstar_p | -0.004 0.077 0.144 0.016 -0.034 0.116 -0.021 0.014 -0.078 1.000 -0.051 0.270 0.230 -0.162 -0.165 -0.024 0.041 -0.100 -0.007 0.395 -0.003 -0.278 0.007 0.180 | -| p4415_s | 0.017 0.015 -0.017 -0.012 -0.007 0.006 -0.003 -0.006 0.212 -0.051 1.000 -0.069 -0.076 0.163 0.018 0.015 -0.000 0.311 -0.166 0.109 0.001 -0.046 0.031 -0.000 | -| p3770_p | 0.028 0.044 0.022 0.008 -0.025 0.133 -0.016 0.009 -0.217 0.270 -0.069 1.000 0.207 -0.189 0.303 0.024 0.037 -0.090 0.049 0.147 0.051 -0.110 -0.004 -0.247 | -| p4160_p | 0.019 0.006 -0.058 0.000 -0.005 0.241 -0.005 -0.000 -0.377 0.230 -0.076 0.207 1.000 -0.564 -0.060 -0.148 0.062 -0.185 0.330 -0.013 0.036 -0.079 -0.013 0.029 | -| p4040_s | 0.014 -0.012 0.000 -0.028 0.005 -0.261 0.005 -0.017 0.368 -0.162 0.163 -0.189 -0.564 1.000 -0.095 0.029 0.001 0.052 -0.247 -0.012 -0.005 0.123 0.054 0.089 | -| Dbar_p | 0.017 0.040 0.082 -0.009 -0.019 -0.137 -0.011 -0.003 -0.384 -0.165 0.018 0.303 -0.060 -0.095 1.000 -0.133 0.011 -0.112 -0.154 0.223 0.035 -0.113 0.037 -0.109 | -| psi2s_p | -0.009 0.000 -0.033 -0.003 -0.003 -0.211 -0.003 -0.003 0.225 -0.024 0.015 0.024 -0.148 0.029 -0.133 1.000 0.030 -0.059 -0.094 -0.008 0.028 0.016 -0.003 -0.413 | -| DDstar_s | 0.000 0.002 0.076 0.001 -0.001 0.038 -0.000 0.001 -0.006 0.041 -0.000 0.037 0.062 0.001 0.011 0.030 1.000 0.008 0.046 0.005 -0.002 0.003 0.001 0.034 | -| p4160_s | 0.033 -0.013 -0.032 -0.040 0.004 0.294 0.005 -0.024 0.278 -0.100 0.311 -0.090 -0.185 0.052 -0.112 -0.059 0.008 1.000 -0.188 -0.019 0.001 0.155 0.076 0.009 | -| p4415_p | 0.021 -0.026 -0.032 -0.030 0.009 0.173 0.007 -0.020 -0.047 -0.007 -0.166 0.049 0.330 -0.247 -0.154 -0.094 0.046 -0.188 1.000 -0.133 0.020 0.185 0.044 0.012 | -| bplus_1 | -0.805 -0.177 0.037 0.002 0.093 -0.025 0.055 -0.029 -0.193 0.395 0.109 0.147 -0.013 -0.012 0.223 -0.008 0.005 -0.019 -0.133 1.000 0.006 -0.253 -0.015 0.057 | -| Dbar_s | 0.001 0.001 0.062 -0.000 -0.000 0.025 0.000 0.001 -0.005 -0.003 0.001 0.051 0.036 -0.005 0.035 0.028 -0.002 0.001 0.020 0.006 1.000 0.003 0.003 0.032 | -| bplus_2 | -0.099 -0.134 0.123 -0.139 0.060 -0.050 0.046 -0.092 0.677 -0.278 -0.046 -0.110 -0.079 0.123 -0.113 0.016 0.003 0.155 0.185 -0.253 0.003 1.000 0.261 -0.105 | -| rho_p | 0.064 0.109 -0.094 -0.176 0.034 0.005 0.014 -0.238 0.104 0.007 0.031 -0.004 -0.013 0.054 0.037 -0.003 0.001 0.076 0.044 -0.015 0.003 0.261 1.000 0.024 | -| p3770_s | 0.044 0.011 -0.045 -0.017 -0.008 -0.013 -0.004 -0.009 -0.155 0.180 -0.000 -0.247 0.029 0.089 -0.109 -0.413 0.034 0.009 0.012 0.057 0.032 -0.105 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017535574462108405}), (, {'error': 0.3194909538468124}), (, {'error': 0.02587825593160531}), (, {'error': 1.1270463635150776}), (, {'error': 1.793420550713503}), (, {'error': 0.18654979898149193}), (, {'error': 0.43779902986635966}), (, {'error': 0.2234858343794195}), (, {'error': 0.22482882518875097}), (, {'error': 0.3352936149659129}), (, {'error': 0.18567949949169005}), (, {'error': 0.09553426636371709}), (, {'error': 0.09552821745314244}), (, {'error': 0.17477735816776835}), (, {'error': 0.3460057372453136}), (, {'error': 0.03238619496793316}), (, {'error': 0.027521998116967594}), (, {'error': 0.16439728844163692}), (, {'error': 0.13485756355820477}), (, {'error': 0.03740499802480268}), (, {'error': 0.02116973225604904}), (, {'error': 0.08116123563536737}), (, {'error': 0.36467857510872737}), (, {'error': 0.21717245632765847})]) -Toy 18/25 -Time taken: 1 h, 50 min -Projected time left: 42 min, 56 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1713 (1713 total) | -| EDM = 1.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297301.4365375028 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.450 | 0.016 | | | -2 | 2 | | -| 1 | rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.645 | 0.028 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 16.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 9.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.96 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.27 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.020 | 0.131 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 0.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.14 | 0.20 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.46 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.79 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.33 | 0.19 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -3.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.799 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.36 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.33 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.79 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.11 | 0.06 | | | -2 | 2 | | -| 22| rho_p | -0.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.07 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.443 -0.333 -0.027 0.040 0.260 0.216 0.013 0.202 0.865 -0.474 0.671 0.556 -0.557 0.005 -0.173 0.910 -0.508 -0.248 0.778 0.637 -0.357 0.064 0.302 | -| rho_s | 0.443 1.000 -0.176 -0.047 0.047 0.116 0.607 0.017 0.101 0.418 -0.236 0.327 0.267 -0.279 -0.002 -0.086 0.443 -0.260 -0.129 0.403 0.311 -0.216 0.070 0.131 | -| jpsi_p | -0.333 -0.176 1.000 -0.010 -0.026 0.094 -0.086 -0.002 -0.239 -0.420 0.170 -0.195 -0.031 0.237 0.386 0.289 -0.360 0.203 0.214 -0.348 -0.262 0.019 -0.006 0.105 | -| phi_s | -0.027 -0.047 -0.010 1.000 0.004 -0.014 -0.009 -0.614 -0.016 -0.024 0.011 -0.017 -0.017 0.009 0.005 0.003 -0.023 0.004 -0.002 -0.022 -0.013 -0.042 0.076 -0.016 | -| omega_s | 0.040 0.047 -0.026 0.004 1.000 0.008 0.376 0.014 0.006 0.039 -0.023 0.033 0.025 -0.029 0.003 -0.009 0.043 -0.030 -0.017 0.037 0.031 -0.050 -0.043 0.009 | -| p4040_p | 0.260 0.116 0.094 -0.014 0.008 1.000 0.058 0.002 -0.018 0.229 -0.138 0.358 0.352 -0.304 0.314 -0.047 0.302 0.041 0.074 0.261 0.264 -0.087 0.030 0.199 | -| omega_p | 0.216 0.607 -0.086 -0.009 0.376 0.058 1.000 -0.018 0.052 0.203 -0.115 0.160 0.132 -0.135 0.002 -0.041 0.216 -0.126 -0.062 0.196 0.151 -0.102 0.058 0.066 | -| phi_p | 0.013 0.017 -0.002 -0.614 0.014 0.002 -0.018 1.000 0.002 0.017 -0.009 0.013 0.009 -0.012 -0.006 -0.004 0.017 -0.012 -0.008 0.014 0.012 -0.026 -0.045 0.002 | -| Ctt | 0.202 0.101 -0.239 -0.016 0.006 -0.018 0.052 0.002 1.000 0.262 0.015 0.159 0.011 0.025 0.149 0.177 0.225 0.016 -0.086 0.210 0.302 0.361 0.049 0.038 | -| DDstar_p | 0.865 0.418 -0.420 -0.024 0.039 0.229 0.203 0.017 0.262 1.000 -0.537 0.697 0.538 -0.629 0.155 -0.212 0.897 -0.579 -0.299 0.885 0.719 -0.322 0.048 0.288 | -| p4415_s | -0.474 -0.236 0.170 0.011 -0.023 -0.138 -0.115 -0.009 0.015 -0.537 1.000 -0.449 -0.359 0.428 -0.066 0.110 -0.566 0.503 0.045 -0.487 -0.426 0.117 -0.024 -0.181 | -| p3770_p | 0.671 0.327 -0.195 -0.017 0.033 0.358 0.160 0.013 0.159 0.697 -0.449 1.000 0.582 -0.511 0.213 -0.066 0.733 -0.444 -0.119 0.685 0.501 -0.244 0.027 0.182 | -| p4160_p | 0.556 0.267 -0.031 -0.017 0.025 0.352 0.132 0.009 0.011 0.538 -0.359 0.582 1.000 -0.629 0.269 -0.059 0.646 -0.444 0.060 0.566 0.484 -0.190 0.034 0.304 | -| p4040_s | -0.557 -0.279 0.237 0.009 -0.029 -0.304 -0.135 -0.012 0.025 -0.629 0.428 -0.511 -0.629 1.000 -0.090 0.135 -0.632 0.361 0.047 -0.574 -0.472 0.221 -0.013 -0.127 | -| Dbar_p | 0.005 -0.002 0.386 0.005 0.003 0.314 0.002 -0.006 0.149 0.155 -0.066 0.213 0.269 -0.090 1.000 0.286 -0.020 -0.056 0.114 0.007 0.101 -0.123 -0.005 0.337 | -| psi2s_p | -0.173 -0.086 0.289 0.003 -0.009 -0.047 -0.041 -0.004 0.177 -0.212 0.110 -0.066 -0.059 0.135 0.286 1.000 -0.186 0.083 0.072 -0.179 -0.105 0.028 -0.010 -0.208 | -| DDstar_s | 0.910 0.443 -0.360 -0.023 0.043 0.302 0.216 0.017 0.225 0.897 -0.566 0.733 0.646 -0.632 -0.020 -0.186 1.000 -0.586 -0.241 0.933 0.735 -0.332 0.046 0.321 | -| p4160_s | -0.508 -0.260 0.203 0.004 -0.030 0.041 -0.126 -0.012 0.016 -0.579 0.503 -0.444 -0.444 0.361 -0.056 0.083 -0.586 1.000 0.032 -0.526 -0.422 0.242 0.003 -0.162 | -| p4415_p | -0.248 -0.129 0.214 -0.002 -0.017 0.074 -0.062 -0.008 -0.086 -0.299 0.045 -0.119 0.060 0.047 0.114 0.072 -0.241 0.032 1.000 -0.258 -0.157 0.195 0.017 -0.008 | -| bplus_1 | 0.778 0.403 -0.348 -0.022 0.037 0.261 0.196 0.014 0.210 0.885 -0.487 0.685 0.566 -0.574 0.007 -0.179 0.933 -0.526 -0.258 1.000 0.654 -0.379 0.062 0.302 | -| Dbar_s | 0.637 0.311 -0.262 -0.013 0.031 0.264 0.151 0.012 0.302 0.719 -0.426 0.501 0.484 -0.472 0.101 -0.105 0.735 -0.422 -0.157 0.654 1.000 -0.290 0.024 0.298 | -| bplus_2 | -0.357 -0.216 0.019 -0.042 -0.050 -0.087 -0.102 -0.026 0.361 -0.322 0.117 -0.244 -0.190 0.221 -0.123 0.028 -0.332 0.242 0.195 -0.379 -0.290 1.000 0.195 -0.135 | -| rho_p | 0.064 0.070 -0.006 0.076 -0.043 0.030 0.058 -0.045 0.049 0.048 -0.024 0.027 0.034 -0.013 -0.005 -0.010 0.046 0.003 0.017 0.062 0.024 0.195 1.000 0.034 | -| p3770_s | 0.302 0.131 0.105 -0.016 0.009 0.199 0.066 0.002 0.038 0.288 -0.181 0.182 0.304 -0.127 0.337 -0.208 0.321 -0.162 -0.008 0.302 0.298 -0.135 0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.016177139400408436}), (, {'error': 0.3228560380508326}), (, {'error': 0.028478980081128036}), (, {'error': 0.9296029026722419}), (, {'error': 0.7987592998007367}), (, {'error': 0.13520019704671138}), (, {'error': 0.19191996594885685}), (, {'error': 0.4402287172213901}), (, {'error': 0.1314034165184732}), (, {'error': 0.7246627393067735}), (, {'error': 0.2030520237912956}), (, {'error': 0.18521920780769463}), (, {'error': 0.11412100310909956}), (, {'error': 0.18869507204242708}), (, {'error': 0.37001892850319984}), (, {'error': 0.030795289258009895}), (, {'error': 0.3577198168309924}), (, {'error': 0.17916135849730397}), (, {'error': 0.1743882333016451}), (, {'error': 0.03585277538953602}), (, {'error': 0.4979405980348671}), (, {'error': 0.05649658806453517}), (, {'error': 0.7515310266067043}), (, {'error': 0.23084091417683716})]) -Toy 19/25 -Time taken: 1 h, 58 min -Projected time left: 37 min, 30 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1171 (1171 total) | -| EDM = 2.07E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297471.4502421788 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 1 | rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | 1.695 | 0.027 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 21.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 4.6 | 2.7 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -3.38 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.81 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -1.36 | 0.20 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -2.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.13 | 0.08 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.76 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.38 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 17| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 20| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 21| bplus_2 | 0.48 | 0.09 | | | -2 | 2 | | -| 22| rho_p | 5.49 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.24 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.418 -0.139 0.138 0.216 -0.048 0.093 -0.031 0.052 0.041 -0.007 0.068 0.002 0.010 0.010 -0.006 0.010 0.001 0.005 -0.950 0.022 -0.328 -0.119 -0.015 | -| rho_s | -0.418 1.000 0.043 0.004 -0.472 -0.018 -0.066 0.176 -0.070 -0.057 -0.005 -0.011 0.000 -0.023 -0.002 -0.019 -0.007 -0.000 0.001 0.382 -0.011 0.247 0.097 -0.006 | -| jpsi_p | -0.139 0.043 1.000 -0.022 -0.022 0.161 -0.008 -0.008 -0.482 0.433 0.003 -0.020 -0.002 -0.178 -0.061 0.031 -0.036 0.008 0.011 0.162 -0.054 0.342 -0.019 0.156 | -| phi_s | 0.138 0.004 -0.022 1.000 0.013 -0.026 0.031 0.609 -0.073 0.044 -0.008 0.025 0.001 -0.040 0.003 -0.022 0.004 0.001 0.006 -0.120 0.010 0.100 -0.165 -0.008 | -| omega_s | 0.216 -0.472 -0.022 0.013 1.000 0.003 0.651 -0.103 0.003 0.040 0.001 0.009 0.000 -0.003 0.001 0.002 0.004 0.000 0.001 -0.199 0.006 -0.082 -0.115 0.003 | -| p4040_p | -0.048 -0.018 0.161 -0.026 0.003 1.000 0.001 -0.012 -0.113 0.362 0.008 0.086 -0.003 -0.234 -0.024 -0.121 -0.017 -0.007 -0.024 0.127 0.047 -0.038 0.025 0.108 | -| omega_p | 0.093 -0.066 -0.008 0.031 0.651 0.001 1.000 -0.022 -0.007 0.023 -0.000 0.005 0.000 -0.005 0.000 -0.001 0.002 0.000 0.001 -0.084 0.003 -0.022 -0.201 0.001 | -| phi_p | -0.031 0.176 -0.008 0.609 -0.103 -0.012 -0.022 1.000 -0.028 0.011 -0.003 0.006 0.000 -0.015 0.000 -0.009 -0.000 0.000 0.002 0.037 0.002 0.079 -0.172 -0.006 | -| Ctt | 0.052 -0.070 -0.482 -0.073 0.003 -0.113 -0.007 -0.028 1.000 -0.134 0.014 -0.146 -0.000 0.494 0.009 0.297 0.009 -0.015 -0.046 0.034 0.161 -0.793 0.130 -0.271 | -| DDstar_p | 0.041 -0.057 0.433 0.044 0.040 0.362 0.023 0.011 -0.134 1.000 0.031 -0.078 -0.008 -0.082 -0.015 0.203 0.019 0.006 -0.020 0.203 -0.095 -0.006 -0.079 0.105 | -| p4415_s | -0.007 -0.005 0.003 -0.008 0.001 0.008 -0.000 -0.003 0.014 0.031 1.000 0.006 0.000 -0.024 0.001 -0.002 0.002 0.001 -0.051 0.023 0.007 -0.044 0.011 0.001 | -| p3770_p | 0.068 -0.011 -0.020 0.025 0.009 0.086 0.005 0.006 -0.146 -0.078 0.006 1.000 -0.001 -0.169 -0.047 -0.033 -0.034 0.005 0.011 -0.085 -0.079 0.067 -0.040 -0.177 | -| p4160_p | 0.002 0.000 -0.002 0.001 0.000 -0.003 0.000 0.000 -0.000 -0.008 0.000 -0.001 1.000 0.009 0.000 0.001 -0.000 -0.002 0.001 -0.004 -0.001 0.003 -0.001 -0.001 | -| p4040_s | 0.010 -0.023 -0.178 -0.040 -0.003 -0.234 -0.005 -0.015 0.494 -0.082 -0.024 -0.169 0.009 1.000 0.020 0.189 0.019 -0.009 -0.012 -0.022 0.009 -0.279 0.071 -0.000 | -| Dbar_p | 0.010 -0.002 -0.061 0.003 0.001 -0.024 0.000 0.000 0.009 -0.015 0.001 -0.047 0.000 0.020 1.000 -0.025 -0.003 -0.001 -0.000 -0.003 0.017 -0.015 -0.005 -0.031 | -| psi2s_p | -0.006 -0.019 0.031 -0.022 0.002 -0.121 -0.001 -0.009 0.297 0.203 -0.002 -0.033 0.001 0.189 -0.025 1.000 -0.009 -0.004 -0.013 0.065 0.060 -0.173 0.029 -0.455 | -| DDstar_s | 0.010 -0.007 -0.036 0.004 0.004 -0.017 0.002 -0.000 0.009 0.019 0.002 -0.034 -0.000 0.019 -0.003 -0.009 1.000 -0.001 -0.002 0.016 -0.007 -0.024 -0.007 -0.025 | -| p4160_s | 0.001 -0.000 0.008 0.001 0.000 -0.007 0.000 0.000 -0.015 0.006 0.001 0.005 -0.002 -0.009 -0.001 -0.004 -0.001 1.000 -0.000 0.001 -0.001 0.006 -0.002 0.002 | -| p4415_p | 0.005 0.001 0.011 0.006 0.001 -0.024 0.001 0.002 -0.046 -0.020 -0.051 0.011 0.001 -0.012 -0.000 -0.013 -0.002 -0.000 1.000 -0.005 -0.004 0.024 -0.009 0.002 | -| bplus_1 | -0.950 0.382 0.162 -0.120 -0.199 0.127 -0.084 0.037 0.034 0.203 0.023 -0.085 -0.004 -0.022 -0.003 0.065 0.016 0.001 -0.005 1.000 0.015 0.183 0.089 0.007 | -| Dbar_s | 0.022 -0.011 -0.054 0.010 0.006 0.047 0.003 0.002 0.161 -0.095 0.007 -0.079 -0.001 0.009 0.017 0.060 -0.007 -0.001 -0.004 0.015 1.000 -0.044 -0.014 0.037 | -| bplus_2 | -0.328 0.247 0.342 0.100 -0.082 -0.038 -0.022 0.079 -0.793 -0.006 -0.044 0.067 0.003 -0.279 -0.015 -0.173 -0.024 0.006 0.024 0.183 -0.044 1.000 -0.203 0.133 | -| rho_p | -0.119 0.097 -0.019 -0.165 -0.115 0.025 -0.201 -0.172 0.130 -0.079 0.011 -0.040 -0.001 0.071 -0.005 0.029 -0.007 -0.002 -0.009 0.089 -0.014 -0.203 1.000 -0.000 | -| p3770_s | -0.015 -0.006 0.156 -0.008 0.003 0.108 0.001 -0.006 -0.271 0.105 0.001 -0.177 -0.001 -0.000 -0.031 -0.455 -0.025 0.002 0.002 0.007 0.037 0.133 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03272086922160711}), (, {'error': 0.33720051505529214}), (, {'error': 0.026951620769123608}), (, {'error': 1.116095321973658}), (, {'error': 2.675463860227392}), (, {'error': 0.11577223321302244}), (, {'error': 0.366149537866574}), (, {'error': 0.17284158785234238}), (, {'error': 0.20493326806336698}), (, {'error': 0.3908032258572649}), (, {'error': 0.08492272354523456}), (, {'error': 0.1287542544539404}), (, {'error': 0.011136015559923607}), (, {'error': 0.17789639274195257}), (, {'error': 0.09108093239763626}), (, {'error': 0.03189561918965644}), (, {'error': 0.026103631421992235}), (, {'error': 0.013260505133366685}), (, {'error': 0.6599011485246224}), (, {'error': 0.05927210238665204}), (, {'error': 0.08691375308803334}), (, {'error': 0.08945360475302055}), (, {'error': 0.2426072130478163}), (, {'error': 0.23690882277705771})]) -Toy 20/25 -Time taken: 2 h, 5 min -Projected time left: 31 min, 20 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1911 (1911 total) | -| EDM = 1.93E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297195.5549742173 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.418 | 0.018 | | | -2 | 2 | | -| 1 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.685 | 0.028 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 3.41 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 6.02 | 0.23 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.11 | 0.21 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.16 | 0.20 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.86 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.01 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.89 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.28 | 0.05 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.40 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.74 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.74 | 0.03 | | | -2 | 2 | | -| 20| Dbar_s | 0.21 | 0.12 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.27 | 0.08 | | | -2 | 2 | | -| 22| rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.37 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.297 0.056 -0.027 -0.125 0.032 0.015 0.004 -0.009 0.003 0.014 0.035 0.022 0.016 0.005 0.007 0.000 0.047 0.028 -0.835 0.030 -0.028 0.043 0.046 | -| rho_s | 0.297 1.000 0.017 -0.021 -0.531 -0.015 0.048 0.008 -0.040 -0.003 0.029 0.027 -0.011 0.006 0.005 -0.001 0.034 0.001 -0.021 -0.211 0.061 -0.090 0.091 -0.004 | -| jpsi_p | 0.056 0.017 1.000 -0.022 -0.014 0.099 0.002 -0.008 -0.341 -0.318 -0.049 0.152 0.238 -0.085 0.392 0.112 0.012 -0.091 0.047 0.066 0.062 -0.233 0.006 0.174 | -| phi_s | -0.027 -0.021 -0.022 1.000 0.042 -0.012 -0.012 0.631 -0.033 -0.004 -0.002 -0.006 -0.003 -0.013 0.002 -0.007 0.001 -0.025 -0.019 0.020 -0.014 -0.078 0.118 -0.012 | -| omega_s | -0.125 -0.531 -0.014 0.042 1.000 0.005 -0.232 -0.004 0.017 0.001 -0.011 -0.013 0.002 -0.001 -0.002 -0.001 -0.013 0.001 0.009 0.096 -0.022 0.046 0.157 0.001 | -| p4040_p | 0.032 -0.015 0.099 -0.012 0.005 1.000 -0.001 0.002 -0.045 -0.159 0.029 0.138 0.139 -0.211 0.157 -0.115 0.022 0.339 0.164 -0.093 -0.211 0.048 0.023 0.045 | -| omega_p | 0.015 0.048 0.002 -0.012 -0.232 -0.001 1.000 -0.007 -0.003 0.000 0.001 0.002 -0.000 -0.000 -0.001 -0.000 0.002 -0.001 -0.002 -0.012 0.003 -0.008 0.025 -0.001 | -| phi_p | 0.004 0.008 -0.008 0.631 -0.004 0.002 -0.007 1.000 0.003 -0.003 0.001 -0.002 -0.001 0.004 0.005 -0.000 0.000 0.006 0.004 0.006 0.003 0.023 0.131 0.002 | -| Ctt | -0.009 -0.040 -0.341 -0.033 0.017 -0.045 -0.003 0.003 1.000 0.114 0.138 -0.225 -0.273 0.345 -0.071 0.299 -0.015 0.294 0.080 -0.202 -0.444 0.655 0.098 -0.025 | -| DDstar_p | 0.003 -0.003 -0.318 -0.004 0.001 -0.159 0.000 -0.003 0.114 1.000 0.031 -0.119 -0.277 0.031 0.087 -0.115 -0.063 -0.009 -0.155 -0.024 -0.054 0.058 0.008 -0.113 | -| p4415_s | 0.014 0.029 -0.049 -0.002 -0.011 0.029 0.001 0.001 0.138 0.031 1.000 -0.048 -0.142 0.194 -0.025 0.040 0.004 0.343 -0.175 0.185 0.114 -0.130 0.011 0.012 | -| p3770_p | 0.035 0.027 0.152 -0.006 -0.013 0.138 0.002 -0.002 -0.225 -0.119 -0.048 1.000 0.227 -0.143 0.311 0.010 0.094 -0.039 0.067 0.076 0.294 -0.039 0.003 -0.200 | -| p4160_p | 0.022 -0.011 0.238 -0.003 0.002 0.139 -0.000 -0.001 -0.273 -0.277 -0.142 0.227 1.000 -0.516 0.259 -0.048 0.069 -0.174 0.342 -0.114 -0.084 0.002 -0.009 0.047 | -| p4040_s | 0.016 0.006 -0.085 -0.013 -0.001 -0.211 -0.000 0.004 0.345 0.031 0.194 -0.143 -0.516 1.000 -0.106 0.081 -0.059 -0.011 -0.210 0.069 -0.016 0.077 0.049 0.123 | -| Dbar_p | 0.005 0.005 0.392 0.002 -0.002 0.157 -0.001 0.005 -0.071 0.087 -0.025 0.311 0.259 -0.106 1.000 0.186 -0.021 -0.052 0.074 0.058 0.057 -0.100 0.001 0.191 | -| psi2s_p | 0.007 -0.001 0.112 -0.007 -0.001 -0.115 -0.000 -0.000 0.299 -0.115 0.040 0.010 -0.048 0.081 0.186 1.000 -0.002 -0.015 -0.014 -0.020 -0.141 0.061 0.013 -0.279 | -| DDstar_s | 0.000 0.034 0.012 0.001 -0.013 0.022 0.002 0.000 -0.015 -0.063 0.004 0.094 0.069 -0.059 -0.021 -0.002 1.000 -0.023 -0.035 0.197 -0.081 -0.106 0.007 0.059 | -| p4160_s | 0.047 0.001 -0.091 -0.025 0.001 0.339 -0.001 0.006 0.294 -0.009 0.343 -0.039 -0.174 -0.011 -0.052 -0.015 -0.023 1.000 -0.098 0.023 -0.071 0.163 0.082 0.044 | -| p4415_p | 0.028 -0.021 0.047 -0.019 0.009 0.164 -0.002 0.004 0.080 -0.155 -0.175 0.067 0.342 -0.210 0.074 -0.014 -0.035 -0.098 1.000 -0.123 -0.177 0.199 0.053 0.054 | -| bplus_1 | -0.835 -0.211 0.066 0.020 0.096 -0.093 -0.012 0.006 -0.202 -0.024 0.185 0.076 -0.114 0.069 0.058 -0.020 0.197 0.023 -0.123 1.000 0.352 -0.199 0.014 -0.036 | -| Dbar_s | 0.030 0.061 0.062 -0.014 -0.022 -0.211 0.003 0.003 -0.444 -0.054 0.114 0.294 -0.084 -0.016 0.057 -0.141 -0.081 -0.071 -0.177 0.352 1.000 -0.085 0.059 -0.168 | -| bplus_2 | -0.028 -0.090 -0.233 -0.078 0.046 0.048 -0.008 0.023 0.655 0.058 -0.130 -0.039 0.002 0.077 -0.100 0.061 -0.106 0.163 0.199 -0.199 -0.085 1.000 0.279 -0.026 | -| rho_p | 0.043 0.091 0.006 0.118 0.157 0.023 0.025 0.131 0.098 0.008 0.011 0.003 -0.009 0.049 0.001 0.013 0.007 0.082 0.053 0.014 0.059 0.279 1.000 0.024 | -| p3770_s | 0.046 -0.004 0.174 -0.012 0.001 0.045 -0.001 0.002 -0.025 -0.113 0.012 -0.200 0.047 0.123 0.191 -0.279 0.059 0.044 0.054 -0.036 -0.168 -0.026 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017513469463424913}), (, {'error': 0.3238801462506118}), (, {'error': 0.028094159235782623}), (, {'error': 1.0419831033256424}), (, {'error': 1.0430999648539956}), (, {'error': 0.20605659761855577}), (, {'error': 0.2541269004796547}), (, {'error': 0.22658614614740813}), (, {'error': 0.20595617556870738}), (, {'error': 1.1278697419544361}), (, {'error': 0.20357802358479732}), (, {'error': 0.12949651145356778}), (, {'error': 0.10122368756366207}), (, {'error': 0.1839400254945741}), (, {'error': 8.278297667884175}), (, {'error': 0.032973028479092115}), (, {'error': 0.05445612539202241}), (, {'error': 0.1756775461748088}), (, {'error': 0.18628881303424727}), (, {'error': 0.03406686337768494}), (, {'error': 0.1239755396302365}), (, {'error': 0.07522939262947748}), (, {'error': 0.36801406536300263}), (, {'error': 0.244744192089684})]) -Toy 21/25 -Time taken: 2 h, 13 min -Projected time left: 25 min, 28 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1400 (1400 total) | -| EDM = 0.000139 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297121.02761724306 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.518 | 0.024 | | | -2 | 2 | | -| 1 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -1.595 | 0.025 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 21.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.9 | 1.2 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 4.03 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.81 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -0.53 | 0.20 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 4.99 | 0.29 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.29 | 0.20 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -2.45 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.90 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.935 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.81 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 20| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.29 | 0.09 | | | -2 | 2 | | -| 22| rho_p | 6.22 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.40 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.202 -0.068 -0.025 0.002 0.011 0.064 -0.007 0.008 0.038 0.017 0.020 0.006 0.024 0.002 -0.008 0.001 0.043 0.020 -0.862 -0.005 -0.044 -0.004 0.045 | -| rho_s | 0.202 1.000 -0.021 -0.052 0.101 -0.002 0.455 -0.035 0.016 0.056 0.017 0.005 -0.006 0.015 0.001 0.002 0.001 0.021 0.005 -0.138 -0.005 0.009 0.259 0.014 | -| jpsi_p | -0.068 -0.021 1.000 0.038 -0.013 -0.075 -0.022 0.011 0.298 0.142 -0.030 -0.029 -0.039 -0.006 0.043 -0.030 0.050 -0.019 -0.013 0.011 0.005 0.148 -0.074 -0.044 | -| phi_s | -0.025 -0.052 0.038 1.000 0.017 -0.011 0.012 0.498 -0.044 0.011 0.006 0.012 -0.004 -0.027 -0.001 -0.003 0.000 -0.037 -0.033 0.018 0.001 -0.125 -0.100 -0.019 | -| omega_s | 0.002 0.101 -0.013 0.017 1.000 -0.004 0.760 -0.062 -0.013 0.001 0.002 0.000 -0.003 -0.006 0.000 -0.004 0.000 -0.009 -0.009 -0.001 0.000 -0.031 0.044 -0.006 | -| p4040_p | 0.011 -0.002 -0.075 -0.011 -0.004 1.000 -0.003 -0.005 -0.318 0.053 -0.033 0.202 0.234 -0.262 0.014 -0.226 0.020 0.295 0.150 -0.014 0.027 -0.038 0.006 -0.033 | -| omega_p | 0.064 0.455 -0.022 0.012 0.760 -0.003 1.000 -0.029 0.002 0.015 0.005 -0.000 -0.004 0.002 0.001 -0.003 0.001 0.003 -0.002 -0.046 -0.001 -0.007 0.015 0.001 | -| phi_p | -0.007 -0.035 0.011 0.498 -0.062 -0.005 -0.029 1.000 -0.010 0.002 0.001 0.004 -0.002 -0.010 0.001 -0.003 0.001 -0.013 -0.012 -0.001 0.001 -0.042 -0.203 -0.008 | -| Ctt | 0.008 0.016 0.298 -0.044 -0.013 -0.318 0.002 -0.010 1.000 -0.132 0.182 -0.199 -0.405 0.352 0.002 0.187 -0.000 0.253 0.012 -0.128 0.057 0.696 0.076 -0.205 | -| DDstar_p | 0.038 0.056 0.142 0.011 0.001 0.053 0.015 0.002 -0.132 1.000 0.035 0.271 0.141 -0.144 0.002 -0.035 0.027 -0.079 -0.089 0.361 0.018 -0.267 -0.003 0.132 | -| p4415_s | 0.017 0.017 -0.030 0.006 0.002 -0.033 0.005 0.001 0.182 0.035 1.000 -0.098 -0.161 0.233 0.000 0.051 -0.001 0.349 -0.170 0.140 -0.012 -0.160 -0.007 0.024 | -| p3770_p | 0.020 0.005 -0.029 0.012 0.000 0.202 -0.000 0.004 -0.199 0.271 -0.098 1.000 0.233 -0.164 0.031 0.024 0.021 -0.056 0.056 0.049 -0.026 -0.103 -0.021 -0.197 | -| p4160_p | 0.006 -0.006 -0.039 -0.004 -0.003 0.234 -0.004 -0.002 -0.405 0.141 -0.161 0.233 1.000 -0.559 0.022 -0.153 0.034 -0.171 0.273 -0.031 0.021 -0.039 -0.004 0.005 | -| p4040_s | 0.024 0.015 -0.006 -0.027 -0.006 -0.262 0.002 -0.010 0.352 -0.144 0.233 -0.164 -0.559 1.000 -0.001 -0.005 0.003 0.056 -0.174 0.018 0.013 0.104 0.036 0.089 | -| Dbar_p | 0.002 0.001 0.043 -0.001 0.000 0.014 0.001 0.001 0.002 0.002 0.000 0.031 0.022 -0.001 1.000 0.022 -0.001 0.001 0.011 0.001 0.008 0.003 0.001 0.020 | -| psi2s_p | -0.008 0.002 -0.030 -0.003 -0.004 -0.226 -0.003 -0.003 0.187 -0.035 0.051 0.024 -0.153 -0.005 0.022 1.000 0.022 -0.075 -0.102 0.028 0.027 -0.005 -0.001 -0.468 | -| DDstar_s | 0.001 0.001 0.050 0.000 0.000 0.020 0.001 0.001 -0.000 0.027 -0.001 0.021 0.034 0.003 -0.001 0.022 1.000 0.006 0.024 -0.000 -0.001 0.004 0.001 0.020 | -| p4160_s | 0.043 0.021 -0.019 -0.037 -0.009 0.295 0.003 -0.013 0.253 -0.079 0.349 -0.056 -0.171 0.056 0.001 -0.075 0.006 1.000 -0.073 0.008 0.014 0.141 0.048 0.010 | -| p4415_p | 0.020 0.005 -0.013 -0.033 -0.009 0.150 -0.002 -0.012 0.012 -0.089 -0.170 0.056 0.273 -0.174 0.011 -0.102 0.024 -0.073 1.000 -0.069 0.027 0.177 0.040 -0.010 | -| bplus_1 | -0.862 -0.138 0.011 0.018 -0.001 -0.014 -0.046 -0.001 -0.128 0.361 0.140 0.049 -0.031 0.018 0.001 0.028 -0.000 0.008 -0.069 1.000 -0.029 -0.254 0.013 0.057 | -| Dbar_s | -0.005 -0.005 0.005 0.001 0.000 0.027 -0.001 0.001 0.057 0.018 -0.012 -0.026 0.021 0.013 0.008 0.027 -0.001 0.014 0.027 -0.029 1.000 0.018 -0.002 0.027 | -| bplus_2 | -0.044 0.009 0.148 -0.125 -0.031 -0.038 -0.007 -0.042 0.696 -0.267 -0.160 -0.103 -0.039 0.104 0.003 -0.005 0.004 0.141 0.177 -0.254 0.018 1.000 0.180 -0.102 | -| rho_p | -0.004 0.259 -0.074 -0.100 0.044 0.006 0.015 -0.203 0.076 -0.003 -0.007 -0.021 -0.004 0.036 0.001 -0.001 0.001 0.048 0.040 0.013 -0.002 0.180 1.000 0.015 | -| p3770_s | 0.045 0.014 -0.044 -0.019 -0.006 -0.033 0.001 -0.008 -0.205 0.132 0.024 -0.197 0.005 0.089 0.020 -0.468 0.020 0.010 -0.010 0.057 0.027 -0.102 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02356631438515744}), (, {'error': 0.3431118018389674}), (, {'error': 0.024895519168308677}), (, {'error': 0.9074772638333304}), (, {'error': 1.202788510700855}), (, {'error': 0.20372782990000182}), (, {'error': 0.3367979447023366}), (, {'error': 0.14878566395865}), (, {'error': 0.20214966556824748}), (, {'error': 0.2933158781180456}), (, {'error': 0.19912092845508256}), (, {'error': 0.09155370700663368}), (, {'error': 0.09590655293480266}), (, {'error': 0.17456076140725996}), (, {'error': 0.047743338546528236}), (, {'error': 0.03126974704631369}), (, {'error': 0.018173119578328845}), (, {'error': 0.16785245106905666}), (, {'error': 0.16178253979100177}), (, {'error': 0.04546238375385714}), (, {'error': 0.03641129193129855}), (, {'error': 0.09322971218994958}), (, {'error': 0.23597781385740113}), (, {'error': 0.2269355330719547})]) -Toy 22/25 -Time taken: 2 h, 21 min -Projected time left: 19 min, 15 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1353 (1353 total) | -| EDM = 4.33E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297266.6298448795 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.489 | 0.019 | | | -2 | 2 | | -| 1 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -4.72 | 0.07 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 18.8 | 1.7 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 6.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | -2.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -0.11 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.22 | 0.42 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.16 | 0.26 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | -3.4 | 2.4 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.29 | 0.20 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.31 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.81 | 0.27 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.88 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 5.5 | 1.2 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.12 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.87 | 0.03 | | | -2 | 2 | | -| 20| Dbar_s | 0.23 | 0.47 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.13 | 0.09 | | | -2 | 2 | | -| 22| rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.10 | 0.31 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.207 -0.045 -0.015 -0.067 -0.061 -0.035 -0.001 0.043 -0.090 0.083 0.030 -0.077 0.020 0.122 -0.031 -0.105 0.040 -0.079 -0.792 -0.057 0.029 -0.009 -0.007 | -| rho_s | 0.207 1.000 -0.037 -0.014 -0.330 -0.042 -0.144 0.005 0.050 -0.054 0.045 0.004 -0.050 0.015 0.071 -0.019 -0.064 0.023 -0.046 -0.110 -0.032 0.081 -0.226 -0.017 | -| jpsi_p | -0.045 -0.037 1.000 0.035 0.019 0.771 0.008 0.024 -0.724 0.876 -0.241 0.426 0.870 0.109 -0.528 0.625 0.469 0.148 0.804 0.038 0.651 -0.309 0.061 0.626 | -| phi_s | -0.015 -0.014 0.035 1.000 -0.001 0.040 0.065 0.894 -0.055 0.056 -0.019 0.017 0.049 -0.004 -0.042 0.029 0.028 -0.006 0.042 0.002 0.042 -0.084 -0.001 0.023 | -| omega_s | -0.067 -0.330 0.019 -0.001 1.000 0.022 0.592 -0.028 -0.032 0.029 -0.018 0.002 0.026 -0.006 -0.030 0.012 0.026 -0.010 0.023 0.040 0.018 -0.047 -0.145 0.010 | -| p4040_p | -0.061 -0.042 0.771 0.040 0.022 1.000 0.012 0.030 -0.638 0.788 -0.179 0.400 0.808 0.020 -0.539 0.455 0.396 0.327 0.756 -0.032 0.584 -0.185 0.051 0.486 | -| omega_p | -0.035 -0.144 0.008 0.065 0.592 0.012 1.000 0.052 -0.005 0.013 -0.006 0.001 0.013 0.003 -0.011 0.007 0.014 0.003 0.013 0.026 0.007 0.013 0.012 0.008 | -| phi_p | -0.001 0.005 0.024 0.894 -0.028 0.030 0.052 1.000 -0.030 0.040 -0.010 0.014 0.035 0.004 -0.026 0.022 0.021 0.004 0.033 -0.003 0.029 -0.027 0.008 0.021 | -| Ctt | 0.043 0.050 -0.724 -0.055 -0.032 -0.638 -0.005 -0.030 1.000 -0.679 0.309 -0.361 -0.712 0.120 0.394 -0.275 -0.343 0.052 -0.619 -0.102 -0.619 0.605 -0.091 -0.440 | -| DDstar_p | -0.090 -0.054 0.876 0.056 0.029 0.788 0.013 0.040 -0.679 1.000 -0.228 0.266 0.900 0.211 -0.813 0.590 0.504 0.236 0.875 -0.026 0.881 -0.206 0.070 0.572 | -| p4415_s | 0.083 0.045 -0.241 -0.019 -0.018 -0.179 -0.006 -0.010 0.309 -0.228 1.000 -0.131 -0.221 0.124 0.156 -0.126 -0.106 0.229 -0.276 0.120 -0.157 0.004 -0.029 -0.124 | -| p3770_p | 0.030 0.004 0.426 0.017 0.002 0.400 0.001 0.014 -0.361 0.266 -0.131 1.000 0.404 -0.101 0.123 0.287 0.084 -0.014 0.321 0.089 0.082 -0.161 0.023 0.177 | -| p4160_p | -0.077 -0.050 0.870 0.049 0.026 0.808 0.013 0.035 -0.712 0.900 -0.221 0.404 1.000 -0.037 -0.624 0.559 0.453 0.125 0.863 -0.033 0.703 -0.206 0.063 0.564 | -| p4040_s | 0.020 0.015 0.109 -0.004 -0.006 0.020 0.003 0.004 0.120 0.211 0.124 -0.101 -0.037 1.000 -0.292 0.097 0.164 0.212 0.061 0.013 0.232 0.059 -0.015 0.176 | -| Dbar_p | 0.122 0.071 -0.528 -0.042 -0.030 -0.539 -0.011 -0.026 0.394 -0.813 0.156 0.123 -0.624 -0.292 1.000 -0.343 -0.379 -0.262 -0.669 0.161 -0.810 0.044 -0.059 -0.334 | -| psi2s_p | -0.031 -0.019 0.625 0.029 0.012 0.455 0.007 0.022 -0.275 0.590 -0.126 0.287 0.559 0.097 -0.343 1.000 0.322 0.107 0.524 0.021 0.388 -0.126 0.036 0.243 | -| DDstar_s | -0.105 -0.064 0.469 0.028 0.026 0.396 0.014 0.021 -0.343 0.504 -0.106 0.084 0.453 0.164 -0.379 0.322 1.000 0.146 0.467 -0.180 0.461 -0.026 0.036 0.273 | -| p4160_s | 0.040 0.023 0.148 -0.006 -0.010 0.327 0.003 0.004 0.052 0.236 0.229 -0.014 0.125 0.212 -0.262 0.107 0.146 1.000 0.087 0.023 0.238 0.073 -0.020 0.145 | -| p4415_p | -0.079 -0.046 0.804 0.042 0.023 0.756 0.013 0.033 -0.619 0.875 -0.276 0.321 0.863 0.061 -0.669 0.524 0.467 0.087 1.000 -0.069 0.710 -0.106 0.049 0.530 | -| bplus_1 | -0.792 -0.110 0.038 0.002 0.040 -0.032 0.026 -0.003 -0.102 -0.026 0.120 0.089 -0.033 0.013 0.161 0.021 -0.180 0.023 -0.069 1.000 -0.002 -0.266 -0.019 0.017 | -| Dbar_s | -0.057 -0.032 0.651 0.042 0.018 0.584 0.007 0.029 -0.619 0.881 -0.157 0.082 0.703 0.232 -0.810 0.388 0.461 0.238 0.710 -0.002 1.000 -0.112 0.053 0.358 | -| bplus_2 | 0.029 0.081 -0.309 -0.084 -0.047 -0.185 0.013 -0.027 0.605 -0.206 0.004 -0.161 -0.206 0.059 0.044 -0.126 -0.026 0.073 -0.106 -0.266 -0.112 1.000 -0.168 -0.183 | -| rho_p | -0.009 -0.226 0.061 -0.001 -0.145 0.051 0.012 0.008 -0.091 0.070 -0.029 0.023 0.063 -0.015 -0.059 0.036 0.036 -0.020 0.049 -0.019 0.053 -0.168 1.000 0.028 | -| p3770_s | -0.007 -0.017 0.626 0.023 0.010 0.486 0.008 0.021 -0.440 0.572 -0.124 0.177 0.564 0.176 -0.334 0.243 0.273 0.145 0.530 0.017 0.358 -0.183 0.028 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018659206310150722}), (, {'error': 0.32566729768439784}), (, {'error': 0.0706486220238487}), (, {'error': 1.685045357353836}), (, {'error': 1.0018159813502163}), (, {'error': 0.36160205703242276}), (, {'error': 0.28915753339348393}), (, {'error': 0.4156251953487011}), (, {'error': 0.25797781930201646}), (, {'error': 2.363648963350982}), (, {'error': 0.20198028299744053}), (, {'error': 0.16706637939686608}), (, {'error': 0.2731002956246362}), (, {'error': 0.18489764085686622}), (, {'error': 1.1597919605936875}), (, {'error': 0.04257930620450878}), (, {'error': 0.49638655984946034}), (, {'error': 0.18363878458120708}), (, {'error': 0.35619428632254424}), (, {'error': 0.0345562954319083}), (, {'error': 0.46903006768519234}), (, {'error': 0.0864637601203051}), (, {'error': 0.4159717780272594}), (, {'error': 0.31345995872750465})]) -Toy 23/25 -Time taken: 2 h, 28 min -Projected time left: 12 min, 54 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1260 (1260 total) | -| EDM = 0.000602 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297180.3640588324 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.405 | 0.015 | | | -2 | 2 | | -| 1 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | -1.578 | 0.025 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 18.6 | 2.5 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 8.5 | 1.6 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 4.26 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | 0.009 | 0.170 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 4.95 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.04 | 0.18 | | |0.126447 | 2.35355 | | -| 11| p3770_p | -6.283 | 0.014 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.59 | 0.16 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 5.39 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 2.119 | 0.026 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | 0.300 | 0.009 | | | -0.3 | 0.3 | | -| 17| p4160_s | 2.16 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.53 | 0.20 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.80 | 0.03 | | | -2 | 2 | | -| 20| Dbar_s | 0.300 | 0.006 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.20 | 0.07 | | | -2 | 2 | | -| 22| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.279 -0.080 0.001 0.005 0.019 0.083 0.014 -0.030 -0.014 0.014 -0.001 0.023 0.019 0.015 0.011 0.000 0.032 0.021 -0.866 0.000 0.003 0.015 0.000 | -| rho_s | 0.279 1.000 0.002 0.038 0.112 -0.005 0.451 0.052 0.001 0.053 0.017 -0.000 -0.003 0.011 0.030 0.012 -0.000 0.014 -0.009 -0.204 -0.000 -0.017 0.219 0.000 | -| jpsi_p | -0.080 0.002 1.000 -0.026 -0.016 -0.057 -0.021 -0.037 0.219 0.095 -0.040 0.001 -0.009 -0.056 0.259 -0.059 0.024 -0.050 0.007 0.036 0.015 0.092 -0.100 0.001 | -| phi_s | 0.001 0.038 -0.026 1.000 -0.010 -0.011 0.084 0.949 -0.047 0.006 -0.016 0.000 -0.012 -0.029 -0.004 -0.024 0.001 -0.033 -0.027 -0.005 0.000 -0.120 -0.137 0.000 | -| omega_s | 0.005 0.112 -0.016 -0.010 1.000 -0.003 0.809 -0.032 -0.013 0.002 -0.003 0.000 -0.004 -0.006 -0.001 -0.007 0.000 -0.007 -0.007 -0.003 0.000 -0.028 0.057 0.000 | -| p4040_p | 0.019 -0.005 -0.057 -0.011 -0.003 1.000 -0.004 -0.010 -0.316 0.059 0.044 -0.002 0.277 -0.187 -0.008 -0.195 0.006 0.320 0.155 -0.047 0.005 0.002 0.008 0.003 | -| omega_p | 0.083 0.451 -0.021 0.084 0.809 -0.004 1.000 0.076 -0.005 0.014 0.003 0.000 -0.004 -0.000 0.009 -0.005 0.000 0.001 -0.006 -0.062 0.000 -0.016 0.083 0.000 | -| phi_p | 0.014 0.052 -0.037 0.949 -0.032 -0.010 0.076 1.000 -0.033 0.004 -0.012 0.000 -0.011 -0.022 -0.002 -0.023 0.001 -0.024 -0.021 -0.016 0.000 -0.089 -0.158 0.000 | -| Ctt | -0.030 0.001 0.219 -0.047 -0.013 -0.316 -0.005 -0.033 1.000 -0.133 0.200 0.010 -0.375 0.291 -0.197 0.014 0.003 0.217 -0.102 -0.104 0.009 0.655 0.116 -0.001 | -| DDstar_p | -0.014 0.053 0.095 0.006 0.002 0.059 0.014 0.004 -0.133 1.000 -0.076 -0.004 0.130 -0.135 -0.007 0.028 0.011 -0.084 -0.028 0.337 0.003 -0.240 -0.006 0.003 | -| p4415_s | 0.014 0.017 -0.040 -0.016 -0.003 0.044 0.003 -0.012 0.200 -0.076 1.000 0.002 0.034 0.118 -0.021 -0.041 0.002 0.248 -0.095 0.089 0.001 -0.013 0.036 -0.001 | -| p3770_p | -0.001 -0.000 0.001 0.000 0.000 -0.002 0.000 0.000 0.010 -0.004 0.002 1.000 -0.004 0.000 -0.005 0.008 -0.000 0.001 -0.002 -0.001 -0.000 0.004 0.000 -0.001 | -| p4160_p | 0.023 -0.003 -0.009 -0.012 -0.004 0.277 -0.004 -0.011 -0.375 0.130 0.034 -0.004 1.000 -0.517 0.081 -0.092 0.015 -0.119 0.285 -0.061 0.009 0.017 0.001 0.003 | -| p4040_s | 0.019 0.011 -0.056 -0.029 -0.006 -0.187 -0.000 -0.022 0.291 -0.135 0.118 0.000 -0.517 1.000 -0.085 -0.084 0.004 0.105 -0.235 0.034 0.002 0.083 0.061 -0.002 | -| Dbar_p | 0.015 0.030 0.259 -0.004 -0.001 -0.008 0.009 -0.002 -0.197 -0.007 -0.021 -0.005 0.081 -0.085 1.000 0.113 0.003 -0.057 -0.020 0.143 0.006 -0.058 0.019 0.004 | -| psi2s_p | 0.011 0.012 -0.059 -0.024 -0.007 -0.195 -0.005 -0.023 0.014 0.028 -0.041 0.008 -0.092 -0.084 0.113 1.000 0.019 -0.115 -0.087 0.077 0.017 -0.099 0.002 0.005 | -| DDstar_s | 0.000 -0.000 0.024 0.001 0.000 0.006 0.000 0.001 0.003 0.011 0.002 -0.000 0.015 0.004 0.003 0.019 1.000 0.004 0.010 -0.003 -0.000 0.005 0.000 0.000 | -| p4160_s | 0.032 0.014 -0.050 -0.033 -0.007 0.320 0.001 -0.024 0.217 -0.084 0.248 0.001 -0.119 0.105 -0.057 -0.115 0.004 1.000 -0.240 0.022 0.002 0.120 0.073 -0.001 | -| p4415_p | 0.021 -0.009 0.007 -0.027 -0.007 0.155 -0.006 -0.021 -0.102 -0.028 -0.095 -0.002 0.285 -0.235 -0.020 -0.087 0.010 -0.240 1.000 -0.136 0.005 0.226 0.049 0.001 | -| bplus_1 | -0.866 -0.204 0.036 -0.005 -0.003 -0.047 -0.062 -0.016 -0.104 0.337 0.089 -0.001 -0.061 0.034 0.143 0.077 -0.003 0.022 -0.136 1.000 -0.003 -0.290 0.005 0.000 | -| Dbar_s | 0.000 -0.000 0.015 0.000 0.000 0.005 0.000 0.000 0.009 0.003 0.001 -0.000 0.009 0.002 0.006 0.017 -0.000 0.002 0.005 -0.003 1.000 0.003 -0.000 0.000 | -| bplus_2 | 0.003 -0.017 0.092 -0.120 -0.028 0.002 -0.016 -0.089 0.655 -0.240 -0.013 0.004 0.017 0.083 -0.058 -0.099 0.005 0.120 0.226 -0.290 0.003 1.000 0.281 -0.000 | -| rho_p | 0.015 0.219 -0.100 -0.137 0.057 0.008 0.083 -0.158 0.116 -0.006 0.036 0.000 0.001 0.061 0.019 0.002 0.000 0.073 0.049 0.005 -0.000 0.281 1.000 -0.000 | -| p3770_s | 0.000 0.000 0.001 0.000 0.000 0.003 0.000 0.000 -0.001 0.003 -0.001 -0.001 0.003 -0.002 0.004 0.005 0.000 -0.001 0.001 0.000 0.000 -0.000 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.015330689167752931}), (, {'error': 0.34388198500556766}), (, {'error': 0.02536949233370578}), (, {'error': 2.485637160722451}), (, {'error': 1.5604230987030618}), (, {'error': 0.30059770593495116}), (, {'error': 0.3673513432968738}), (, {'error': 0.6182889224603696}), (, {'error': 0.1703753575463205}), (, {'error': 0.22093662750923304}), (, {'error': 0.1838109660828841}), (, {'error': 0.013904417470883779}), (, {'error': 0.10024832173269971}), (, {'error': 0.1627703962932835}), (, {'error': 0.19550891089977895}), (, {'error': 0.026278872267070597}), (, {'error': 0.0087672607343392}), (, {'error': 0.1607800232577128}), (, {'error': 0.20197396263132728}), (, {'error': 0.03243204354911533}), (, {'error': 0.006017744084249932}), (, {'error': 0.07014929253982427}), (, {'error': 0.35504712165917107}), (, {'error': 0.009298042284405339})]) -Toy 24/25 -Time taken: 2 h, 35 min -Projected time left: 6 min, 29 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1433 (1433 total) | -| EDM = 0.00584 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297498.9528040577 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.447 | 0.017 | | | -2 | 2 | | -| 1 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | jpsi_p | 1.77 | 0.05 | | |-6.28319 | 6.28319 | | -| 3 | phi_s | 20.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | omega_s | 5.6 | 1.3 | | | 4.19232 | 9.40768 | | -| 5 | p4040_p | 2.83 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -5.46 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | Ctt | -1.4 | 1.9 | | | -1.5 | 1.5 | | -| 9 | DDstar_p | 4.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.13 | 1.71 | | |0.126447 | 2.35355 | | -| 11| p3770_p | 3.72 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.92 | 0.25 | | |0.00501244| 2.01499 | | -| 14| Dbar_p | 4.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.84 | 0.05 | | |-6.28319 | 6.28319 | | -| 16| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 17| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.8 | 1.6 | | |-6.28319 | 6.28319 | | -| 19| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 20| Dbar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 21| bplus_2 | -0.59 | 0.20 | | | -2 | 2 | | -| 22| rho_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.66 | 0.27 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 rho_s jpsi_p phi_s omega_s p4040_p omega_p phi_p Ctt DDstar_p p4415_s p3770_p p4160_p p4040_s Dbar_p psi2s_p DDstar_s p4160_s p4415_p bplus_1 Dbar_s bplus_2 rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.186 0.023 -0.027 -0.108 0.050 -0.040 0.017 0.022 0.005 0.033 0.018 -0.001 0.013 0.025 0.024 -0.003 -0.000 0.002 -0.797 -0.005 -0.053 0.181 0.036 | -| rho_s | 0.186 1.000 0.175 0.178 -0.234 -0.165 0.199 0.281 -0.285 0.125 -0.229 0.064 0.006 -0.203 -0.230 -0.204 0.000 0.007 0.045 -0.033 -0.062 -0.350 -0.170 0.069 | -| jpsi_p | 0.023 0.175 1.000 0.101 0.020 -0.087 0.033 0.041 -0.721 0.646 -0.559 0.187 0.009 -0.618 -0.440 -0.317 -0.010 0.027 0.265 0.151 -0.213 -0.703 -0.259 0.457 | -| phi_s | -0.027 0.178 0.101 1.000 -0.013 -0.109 0.033 0.581 -0.184 0.094 -0.155 0.039 0.004 -0.135 -0.145 -0.130 0.004 0.005 0.034 0.078 -0.035 -0.218 -0.209 0.041 | -| omega_s | -0.108 -0.234 0.020 -0.013 1.000 0.005 0.660 -0.097 -0.018 0.029 -0.016 0.000 0.000 -0.019 -0.008 -0.004 0.003 0.001 0.015 0.082 -0.002 -0.001 -0.166 0.014 | -| p4040_p | 0.050 -0.165 -0.087 -0.109 0.005 1.000 -0.013 -0.047 0.415 0.039 0.452 0.043 -0.012 0.129 0.469 0.332 0.003 -0.012 -0.189 -0.303 0.129 0.403 0.161 0.094 | -| omega_p | -0.040 0.199 0.033 0.033 0.660 -0.013 1.000 0.001 -0.041 0.033 -0.034 0.008 0.001 -0.034 -0.029 -0.024 0.002 0.001 0.014 0.040 -0.008 -0.040 -0.159 0.018 | -| phi_p | 0.017 0.281 0.041 0.581 -0.097 -0.047 0.001 1.000 -0.076 0.044 -0.066 0.022 0.002 -0.058 -0.057 -0.053 0.001 0.002 0.012 -0.000 -0.014 -0.102 -0.175 0.018 | -| Ctt | 0.022 -0.285 -0.721 -0.184 -0.018 0.415 -0.041 -0.076 1.000 -0.582 0.793 -0.158 -0.017 0.745 0.849 0.703 -0.009 -0.027 -0.311 -0.401 0.263 0.953 0.356 -0.329 | -| DDstar_p | 0.005 0.125 0.646 0.094 0.029 0.039 0.033 0.044 -0.582 1.000 -0.357 0.061 0.003 -0.441 -0.608 -0.254 0.037 0.022 0.216 -0.044 -0.187 -0.488 -0.233 0.230 | -| p4415_s | 0.033 -0.229 -0.559 -0.155 -0.016 0.452 -0.034 -0.066 0.793 -0.357 1.000 -0.172 -0.018 0.579 0.623 0.548 0.005 -0.019 -0.425 -0.259 0.191 0.724 0.298 -0.249 | -| p3770_p | 0.018 0.064 0.187 0.039 0.000 0.043 0.008 0.022 -0.158 0.061 -0.172 1.000 0.001 -0.259 -0.009 -0.014 -0.052 0.011 0.145 -0.006 -0.146 -0.160 -0.084 -0.050 | -| p4160_p | -0.001 0.006 0.009 0.004 0.000 -0.012 0.001 0.002 -0.017 0.003 -0.018 0.001 1.000 -0.005 -0.015 -0.012 -0.000 -0.001 0.010 0.009 -0.005 -0.016 -0.007 0.002 | -| p4040_s | 0.013 -0.203 -0.618 -0.135 -0.019 0.129 -0.034 -0.058 0.745 -0.441 0.579 -0.259 -0.005 1.000 0.498 0.498 0.006 -0.026 -0.329 -0.213 0.174 0.697 0.279 -0.304 | -| Dbar_p | 0.025 -0.230 -0.440 -0.145 -0.008 0.469 -0.029 -0.057 0.849 -0.608 0.623 -0.009 -0.015 0.498 1.000 0.700 -0.015 -0.017 -0.214 -0.365 0.264 0.742 0.268 -0.031 | -| psi2s_p | 0.024 -0.204 -0.317 -0.130 -0.004 0.332 -0.024 -0.053 0.703 -0.254 0.548 -0.014 -0.012 0.498 0.700 1.000 -0.007 -0.015 -0.216 -0.350 0.180 0.632 0.227 -0.326 | -| DDstar_s | -0.003 0.000 -0.010 0.004 0.003 0.003 0.002 0.001 -0.009 0.037 0.005 -0.052 -0.000 0.006 -0.015 -0.007 1.000 -0.001 0.011 -0.052 -0.012 0.004 -0.015 -0.020 | -| p4160_s | -0.000 0.007 0.027 0.005 0.001 -0.012 0.001 0.002 -0.027 0.022 -0.019 0.011 -0.001 -0.026 -0.017 -0.015 -0.001 1.000 0.014 0.004 -0.007 -0.025 -0.011 0.015 | -| p4415_p | 0.002 0.045 0.265 0.034 0.015 -0.189 0.014 0.012 -0.311 0.216 -0.425 0.145 0.010 -0.329 -0.214 -0.216 0.011 0.014 1.000 -0.038 -0.043 -0.204 -0.092 0.137 | -| bplus_1 | -0.797 -0.033 0.151 0.078 0.082 -0.303 0.040 -0.000 -0.401 -0.044 -0.259 -0.006 0.009 -0.213 -0.365 -0.350 -0.052 0.004 -0.038 1.000 -0.146 -0.385 -0.225 0.041 | -| Dbar_s | -0.005 -0.062 -0.213 -0.035 -0.002 0.129 -0.008 -0.014 0.263 -0.187 0.191 -0.146 -0.005 0.174 0.264 0.180 -0.012 -0.007 -0.043 -0.146 1.000 0.236 0.064 -0.067 | -| bplus_2 | -0.053 -0.350 -0.703 -0.218 -0.001 0.403 -0.040 -0.102 0.953 -0.488 0.724 -0.160 -0.016 0.697 0.742 0.632 0.004 -0.025 -0.204 -0.385 0.236 1.000 0.384 -0.342 | -| rho_p | 0.181 -0.170 -0.259 -0.209 -0.166 0.161 -0.159 -0.175 0.356 -0.233 0.298 -0.084 -0.007 0.279 0.268 0.227 -0.015 -0.011 -0.092 -0.225 0.064 0.384 1.000 -0.117 | -| p3770_s | 0.036 0.069 0.457 0.041 0.014 0.094 0.018 0.018 -0.329 0.230 -0.249 -0.050 0.002 -0.304 -0.031 -0.326 -0.020 0.015 0.137 0.041 -0.067 -0.342 -0.117 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01748377175845528}), (, {'error': 0.3366699557014483}), (, {'error': 0.04697741874136341}), (, {'error': 1.0236888611536354}), (, {'error': 1.3299480887729307}), (, {'error': 0.20396044786724943}), (, {'error': 0.3524479692769473}), (, {'error': 0.17369450854588075}), (, {'error': 1.8744630210562976}), (, {'error': 0.5619346060919854}), (, {'error': 1.7129217029236192}), (, {'error': 0.11321757118025833}), (, {'error': 0.012120946897415052}), (, {'error': 0.2534449502059586}), (, {'error': 0.8442291826929269}), (, {'error': 0.04850111415103697}), (, {'error': 0.03098348069374071}), (, {'error': 0.012654495613090622}), (, {'error': 1.5886353483758908}), (, {'error': 0.03781776820472649}), (, {'error': 0.05547787363614595}), (, {'error': 0.1977072127035172}), (, {'error': 0.40231031127594985}), (, {'error': 0.2683522159637093})]) -Toy 25/25 -Time taken: 2 h, 43 min -Projected time left: -19/25 fits converged -Mean Ctt value = -0.26267820773053907 -Mean Ctt error = 0.19329451949348658 -95 Sensitivy = 0.0003138472786362301 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247858.out b/finished fits/ff1data1/slurm-2247858.out deleted file mode 100644 index ff0581d..0000000 --- a/finished fits/ff1data1/slurm-2247858.out +++ /dev/null @@ -1,5604 +0,0 @@ -Simulation starting -2019-09-05 16:52:50.128700: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:52:52.307336: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 16:52:52.308007: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:52.312577: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:52.316407: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:52.317246: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:52.321457: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:52.323944: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:52.330682: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:52.381700: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:52.383233: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:52:52.399386: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:52:52.399711: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5565d11c3cf0 executing computations on platform Host. Devices: -2019-09-05 16:52:52.399743: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:52:52.425480: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 16:52:52.425647: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:52.425680: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:52.425706: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:52.425732: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:52.425758: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:52.425784: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:52.425811: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:52.483032: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:52.483221: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:54.215640: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:52:54.215705: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:52:54.215728: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:52:54.315914: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:06:00.0, compute capability: 3.7) -2019-09-05 16:52:54.320859: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5565d1720110 executing computations on platform CUDA. Devices: -2019-09-05 16:52:54.320976: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:52:57.339304 139757154699008 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:52:57.399414 139757154699008 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:52:57.914376 139757154699008 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:53:31.890889: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:53:41.570135 139757154699008 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302142.4365068 Edm = 9.37824 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302142.4365068 Edm = 9.37824 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298484.4205137 Edm = 1.37407 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298474.4121917 Edm = 6.65767 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298469.6148741 Edm = 3.27299 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298239.9557809 Edm = 126.467 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297926.981808 Edm = 157.528 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297674.4070143 Edm = 0.346458 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297673.5942094 Edm = 0.723591 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297652.6276393 Edm = 31.2404 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297650.7198156 Edm = 1.4072 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297587.2444291 Edm = 1.35375 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297585.993015 Edm = 0.128915 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297579.4634607 Edm = 5.03472 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297559.4930102 Edm = 1.36988 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297558.2402724 Edm = 0.0814607 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297558.1292784 Edm = 0.0188599 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297558.029245 Edm = 0.0656269 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297556.7198581 Edm = 1.20507 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297506.3142793 Edm = 27.0993 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297468.7871631 Edm = 19.4179 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297458.8391458 Edm = 31.544 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297438.0764237 Edm = 14.9475 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297431.2200865 Edm = 4.19155 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297429.5917311 Edm = 0.529905 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297429.2012475 Edm = 0.103572 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297429.1286539 Edm = 0.00915255 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297426.5485277 Edm = 2.05309 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297414.6299326 Edm = 0.26256 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297414.2136948 Edm = 0.0351373 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297414.1402915 Edm = 0.00629849 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297414.1207216 Edm = 0.00513116 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297414.0565198 Edm = 0.0489143 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297407.2267282 Edm = 0.949826 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297405.1013637 Edm = 0.667151 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297403.9220493 Edm = 0.607389 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297403.5215222 Edm = 0.528701 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297402.9317148 Edm = 0.607159 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297402.2830354 Edm = 0.635544 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297398.8528993 Edm = 1.2441 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297396.3341985 Edm = 0.577567 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297395.951554 Edm = 0.115809 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297395.8752807 Edm = 0.0111541 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297395.8658575 Edm = 0.00339198 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297395.8587809 Edm = 0.00282681 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297395.6078752 Edm = 0.240832 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297384.2840486 Edm = 5.39515 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297372.1766808 Edm = 1.14462 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297371.1150823 Edm = 0.106054 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297371.0552519 Edm = 0.0905314 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297370.8987149 Edm = 0.058298 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297370.7883115 Edm = 0.0574457 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297370.7098291 Edm = 0.0306307 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297370.6607741 Edm = 0.00608525 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297370.6238161 Edm = 0.0328612 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297369.4540027 Edm = 1.22903 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297348.0089586 Edm = 12.9885 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297337.7332395 Edm = 12.8231 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297333.5219569 Edm = 1.88888 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297330.2276687 Edm = 0.957572 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297327.9584254 Edm = 1.61928 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297324.7736035 Edm = 3.42523 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297322.4024402 Edm = 2.79802 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297318.744642 Edm = 0.333867 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297318.3612282 Edm = 0.138053 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297318.2285503 Edm = 0.0507441 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297318.1787032 Edm = 0.0029648 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297318.1721191 Edm = 0.00138379 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297318.1659063 Edm = 0.00307173 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297318.1448951 Edm = 0.0112798 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297318.0168396 Edm = 0.112552 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297312.787031 Edm = 4.67153 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297308.0595033 Edm = 7.20872 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297305.3755102 Edm = 5.48944 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297302.2318478 Edm = 0.324938 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297301.5764995 Edm = 0.448157 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297301.3015403 Edm = 0.329065 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297300.8998917 Edm = 0.137729 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297300.6774063 Edm = 0.125175 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297300.4542314 Edm = 0.259298 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297300.336579 Edm = 0.125783 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297300.221806 Edm = 0.120064 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297300.1379171 Edm = 0.067407 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297299.9955112 Edm = 0.0583863 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297299.8572107 Edm = 0.0935241 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297299.8154467 Edm = 0.0442557 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297299.7628174 Edm = 0.0163674 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297299.7415205 Edm = 0.00591992 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297299.7325142 Edm = 0.00183626 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297299.7308363 Edm = 0.000985486 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297299.7289308 Edm = 0.00101547 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297299.7196132 Edm = 0.00453866 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297299.6906817 Edm = 0.0220545 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297298.7051456 Edm = 0.637125 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297297.352614 Edm = 4.33041 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297296.1154276 Edm = 0.749733 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297294.4479651 Edm = 0.441043 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297293.692834 Edm = 0.4433 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297293.5585282 Edm = 0.326096 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297293.1877219 Edm = 0.132649 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297292.9897259 Edm = 0.0291596 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297292.966882 Edm = 0.00587612 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297292.962755 Edm = 8.41879e-05 NCalls = 313 -VariableMetric: Iteration # 102 - FCN = 297292.9626311 Edm = 3.32289e-05 NCalls = 315 -VariableMetric: After Hessian - FCN = 297292.9626311 Edm = 986.073 NCalls = 792 -VariableMetric: Iteration # 103 - FCN = 297292.9626311 Edm = 986.073 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297288.1970707 Edm = 30713.3 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297285.4828684 Edm = 0.203818 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297284.8987772 Edm = 0.0770565 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297284.798496 Edm = 0.052344 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297284.6709499 Edm = 0.0199698 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297284.5914014 Edm = 0.00883214 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297284.572141 Edm = 0.00885956 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297284.5225336 Edm = 0.0061721 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297284.5043162 Edm = 0.00981984 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297284.4619592 Edm = 0.00902501 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297283.7797978 Edm = 0.790987 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297283.7682548 Edm = 0.0553964 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297283.3643441 Edm = 0.538029 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297282.1967267 Edm = 1.33225 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297282.0913961 Edm = 0.179717 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297281.337776 Edm = 0.847319 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297281.2838386 Edm = 0.0346775 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297280.5249569 Edm = 1.89326 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297278.1962639 Edm = 1.60219 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297276.6865639 Edm = 0.906236 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297276.0454696 Edm = 0.877751 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297275.182955 Edm = 0.45822 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297274.3734275 Edm = 0.295132 NCalls = 868 -VariableMetric: Iteration # 127 - FCN = 297273.8989745 Edm = 0.335127 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297273.2370604 Edm = 0.184224 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297272.8920523 Edm = 0.0789839 NCalls = 874 -VariableMetric: Iteration # 130 - FCN = 297272.7486862 Edm = 0.0369196 NCalls = 876 -VariableMetric: Iteration # 131 - FCN = 297272.6614853 Edm = 0.0382937 NCalls = 878 -VariableMetric: Iteration # 132 - FCN = 297272.5406207 Edm = 0.0768282 NCalls = 880 -VariableMetric: Iteration # 133 - FCN = 297272.1227362 Edm = 0.445296 NCalls = 882 -VariableMetric: Iteration # 134 - FCN = 297271.8865802 Edm = 0.231021 NCalls = 884 -VariableMetric: Iteration # 135 - FCN = 297271.007537 Edm = 0.466118 NCalls = 888 -VariableMetric: Iteration # 136 - FCN = 297270.5180678 Edm = 0.133308 NCalls = 889 -VariableMetric: Iteration # 137 - FCN = 297270.1822638 Edm = 0.11484 NCalls = 891 -VariableMetric: Iteration # 138 - FCN = 297269.9994523 Edm = 0.106884 NCalls = 893 -VariableMetric: Iteration # 139 - FCN = 297269.9043855 Edm = 0.0736906 NCalls = 895 -VariableMetric: Iteration # 140 - FCN = 297269.8048693 Edm = 0.0145023 NCalls = 897 -VariableMetric: Iteration # 141 - FCN = 297269.7788555 Edm = 0.00766576 NCalls = 899 -VariableMetric: Iteration # 142 - FCN = 297269.7455887 Edm = 0.00764451 NCalls = 901 -VariableMetric: Iteration # 143 - FCN = 297269.7317902 Edm = 0.00452552 NCalls = 903 -VariableMetric: Iteration # 144 - FCN = 297269.7172328 Edm = 0.0025756 NCalls = 905 -VariableMetric: Iteration # 145 - FCN = 297269.7135824 Edm = 0.000645395 NCalls = 907 -VariableMetric: Iteration # 146 - FCN = 297269.7075804 Edm = 0.0033201 NCalls = 910 -VariableMetric: Iteration # 147 - FCN = 297269.696659 Edm = 0.00267109 NCalls = 912 -VariableMetric: Iteration # 148 - FCN = 297269.6720425 Edm = 0.00583803 NCalls = 915 -VariableMetric: Iteration # 149 - FCN = 297269.6633983 Edm = 0.00108487 NCalls = 917 -VariableMetric: Iteration # 150 - FCN = 297269.6575916 Edm = 0.0014928 NCalls = 920 -VariableMetric: Iteration # 151 - FCN = 297269.6543002 Edm = 0.0011275 NCalls = 922 -VariableMetric: Iteration # 152 - FCN = 297269.6468973 Edm = 0.00419829 NCalls = 925 -VariableMetric: Iteration # 153 - FCN = 297269.6264166 Edm = 0.0234265 NCalls = 929 -VariableMetric: Iteration # 154 - FCN = 297269.5599064 Edm = 0.0762649 NCalls = 934 -VariableMetric: Iteration # 155 - FCN = 297269.5423292 Edm = 0.0264744 NCalls = 936 -VariableMetric: Iteration # 156 - FCN = 297269.5084492 Edm = 0.019567 NCalls = 940 -VariableMetric: Iteration # 157 - FCN = 297269.4907546 Edm = 0.00846607 NCalls = 943 -VariableMetric: Iteration # 158 - FCN = 297269.4794387 Edm = 0.00520016 NCalls = 945 -VariableMetric: Iteration # 159 - FCN = 297269.4740076 Edm = 0.00469935 NCalls = 947 -VariableMetric: Iteration # 160 - FCN = 297269.467316 Edm = 0.00424585 NCalls = 950 -VariableMetric: Iteration # 161 - FCN = 297269.4618569 Edm = 0.00100577 NCalls = 952 -VariableMetric: Iteration # 162 - FCN = 297269.4595784 Edm = 0.000866315 NCalls = 954 -VariableMetric: Iteration # 163 - FCN = 297269.4572699 Edm = 0.00407185 NCalls = 956 -VariableMetric: Iteration # 164 - FCN = 297269.4445046 Edm = 0.0111766 NCalls = 960 -VariableMetric: Iteration # 165 - FCN = 297269.4141621 Edm = 0.0144083 NCalls = 966 -VariableMetric: Iteration # 166 - FCN = 297269.3989583 Edm = 0.00994725 NCalls = 967 -VariableMetric: Iteration # 167 - FCN = 297269.3923922 Edm = 0.00560236 NCalls = 969 -VariableMetric: Iteration # 168 - FCN = 297269.3804994 Edm = 0.00763205 NCalls = 971 -VariableMetric: Iteration # 169 - FCN = 297269.3679006 Edm = 0.00886998 NCalls = 974 -VariableMetric: Iteration # 170 - FCN = 297269.3545382 Edm = 0.00514713 NCalls = 977 -VariableMetric: Iteration # 171 - FCN = 297269.3470754 Edm = 0.00191835 NCalls = 980 -VariableMetric: Iteration # 172 - FCN = 297269.3433584 Edm = 0.00467251 NCalls = 982 -VariableMetric: Iteration # 173 - FCN = 297269.3331785 Edm = 0.00943864 NCalls = 985 -VariableMetric: Iteration # 174 - FCN = 297269.3099319 Edm = 0.007912 NCalls = 989 -VariableMetric: Iteration # 175 - FCN = 297269.3020716 Edm = 0.00308158 NCalls = 990 -VariableMetric: Iteration # 176 - FCN = 297269.3001964 Edm = 0.000557125 NCalls = 991 -VariableMetric: Iteration # 177 - FCN = 297269.2987564 Edm = 0.00082563 NCalls = 993 -VariableMetric: Iteration # 178 - FCN = 297269.2946729 Edm = 0.00278913 NCalls = 995 -VariableMetric: Iteration # 179 - FCN = 297269.2761975 Edm = 0.0217359 NCalls = 999 -VariableMetric: Iteration # 180 - FCN = 297269.2468658 Edm = 0.0137872 NCalls = 1003 -VariableMetric: Iteration # 181 - FCN = 297269.2280125 Edm = 0.00266187 NCalls = 1004 -VariableMetric: Iteration # 182 - FCN = 297269.2251557 Edm = 0.00152242 NCalls = 1006 -VariableMetric: Iteration # 183 - FCN = 297269.2240836 Edm = 0.000983681 NCalls = 1008 -VariableMetric: Iteration # 184 - FCN = 297269.2226233 Edm = 0.000819255 NCalls = 1010 -VariableMetric: Iteration # 185 - FCN = 297269.2179458 Edm = 0.00163656 NCalls = 1013 -VariableMetric: Iteration # 186 - FCN = 297269.2132747 Edm = 0.00147465 NCalls = 1015 -VariableMetric: Iteration # 187 - FCN = 297269.2105611 Edm = 0.00163276 NCalls = 1017 -VariableMetric: Iteration # 188 - FCN = 297269.2085585 Edm = 0.00056479 NCalls = 1019 -VariableMetric: Iteration # 189 - FCN = 297269.2078731 Edm = 0.00032537 NCalls = 1022 -VariableMetric: Iteration # 190 - FCN = 297269.2074955 Edm = 0.00020623 NCalls = 1024 -VariableMetric: Iteration # 191 - FCN = 297269.2067124 Edm = 0.000384676 NCalls = 1027 -VariableMetric: Iteration # 192 - FCN = 297269.2048275 Edm = 0.00149294 NCalls = 1029 -VariableMetric: Iteration # 193 - FCN = 297269.1763332 Edm = 0.0240801 NCalls = 1034 -VariableMetric: Iteration # 194 - FCN = 297269.1515487 Edm = 0.0345269 NCalls = 1039 -VariableMetric: Iteration # 195 - FCN = 297269.1311832 Edm = 0.0246182 NCalls = 1044 -VariableMetric: Iteration # 196 - FCN = 297269.1095833 Edm = 0.0257754 NCalls = 1048 -VariableMetric: Iteration # 197 - FCN = 297269.1050993 Edm = 0.0056835 NCalls = 1051 -VariableMetric: Iteration # 198 - FCN = 297269.1020332 Edm = 0.00130165 NCalls = 1053 -VariableMetric: Iteration # 199 - FCN = 297269.1006344 Edm = 0.000393765 NCalls = 1055 -VariableMetric: Iteration # 200 - FCN = 297269.1001673 Edm = 0.000106107 NCalls = 1057 -VariableMetric: Iteration # 201 - FCN = 297269.0998549 Edm = 0.000126955 NCalls = 1059 -VariableMetric: Iteration # 202 - FCN = 297269.0996264 Edm = 3.20643e-05 NCalls = 1062 -VariableMetric: After Hessian - FCN = 297269.0996264 Edm = 0.0604636 NCalls = 1551 -VariableMetric: Iteration # 203 - FCN = 297269.0996264 Edm = 0.0604636 NCalls = 1551 -VariableMetric: Iteration # 204 - FCN = 297269.0979943 Edm = 0.00143324 NCalls = 1554 -VariableMetric: Iteration # 205 - FCN = 297269.0936953 Edm = 0.00127354 NCalls = 1556 -VariableMetric: Iteration # 206 - FCN = 297269.0927486 Edm = 0.000521697 NCalls = 1557 -VariableMetric: Iteration # 207 - FCN = 297269.092071 Edm = 0.000258197 NCalls = 1560 -VariableMetric: Iteration # 208 - FCN = 297269.0917884 Edm = 0.000187063 NCalls = 1562 -VariableMetric: Iteration # 209 - FCN = 297269.091499 Edm = 0.000170111 NCalls = 1564 -VariableMetric: Iteration # 210 - FCN = 297269.0913204 Edm = 7.42487e-05 NCalls = 1567 -VariableMetric: Iteration # 211 - FCN = 297269.0911811 Edm = 0.000108546 NCalls = 1570 -VariableMetric: Iteration # 212 - FCN = 297269.0911019 Edm = 3.43132e-05 NCalls = 1572 -VariableMetric: After Hessian - FCN = 297269.0911019 Edm = 0.000130487 NCalls = 2063 -VariableMetric: Iteration # 213 - FCN = 297269.0911019 Edm = 0.000130487 NCalls = 2063 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301768.1535163 Edm = 4.01083 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301768.1535163 Edm = 4.01083 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299550.377849 Edm = 0.70434 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299549.7456972 Edm = 0.901005 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298995.159265 Edm = 4.04959 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298991.2042467 Edm = 2.70835 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298985.3559253 Edm = 3.42579 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298667.5462871 Edm = 147.979 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298120.4971192 Edm = 274.468 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297877.1700758 Edm = 30.285 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297857.7697607 Edm = 7.81199 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297847.8023192 Edm = 0.353824 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297847.1835262 Edm = 0.223582 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297835.3913104 Edm = 14.3654 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297832.017574 Edm = 3.07907 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297822.6803984 Edm = 6.73113 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297692.2400402 Edm = 15.6736 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297670.6170993 Edm = 0.301378 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297670.2994966 Edm = 0.022028 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297669.9707803 Edm = 0.33495 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297638.6123536 Edm = 8.97243 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297497.1430432 Edm = 42.5241 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297400.8597863 Edm = 0.898914 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297399.7980756 Edm = 0.021418 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297399.7685626 Edm = 0.00631046 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297399.6590242 Edm = 0.112535 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297391.6259408 Edm = 2.43714 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297379.061097 Edm = 1.76916 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297376.687602 Edm = 0.0728638 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297376.6046686 Edm = 0.00319241 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297376.5999231 Edm = 0.00168059 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297376.4500493 Edm = 0.138974 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297372.7503803 Edm = 3.27923 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297364.4185201 Edm = 0.951067 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297363.0097123 Edm = 0.146386 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297362.7513741 Edm = 0.0927717 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297362.6700456 Edm = 0.0081864 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297362.6593547 Edm = 0.00115899 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297362.6510582 Edm = 0.00739001 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297361.7183129 Edm = 0.857287 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297358.1148818 Edm = 3.03411 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297355.5263489 Edm = 6.25249 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297351.3788559 Edm = 1.61464 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297346.3630638 Edm = 2.65451 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297343.7685288 Edm = 4.70729 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297340.6874901 Edm = 8.18211 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297338.3859125 Edm = 2.25409 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297335.9706868 Edm = 0.968634 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297335.1073749 Edm = 0.464377 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297334.9181036 Edm = 0.0292858 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297334.8854779 Edm = 0.0049499 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297334.875578 Edm = 0.00312901 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297334.8702482 Edm = 0.00131265 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297334.8541333 Edm = 0.0135595 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297334.3177147 Edm = 0.454961 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297329.2457497 Edm = 1.94429 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297327.0101129 Edm = 1.01228 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297326.0877727 Edm = 0.14261 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297325.9628604 Edm = 0.0318244 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297325.9345387 Edm = 0.00315867 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297325.9306755 Edm = 0.000711663 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297325.928425 Edm = 0.00261286 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297325.9032507 Edm = 0.0317399 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297324.9754598 Edm = 0.137133 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297320.8389684 Edm = 0.620411 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297319.6517653 Edm = 0.19422 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297319.4595607 Edm = 0.0460488 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297319.4273387 Edm = 0.00214653 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297319.4254709 Edm = 0.000143458 NCalls = 209 -VariableMetric: Iteration # 68 - FCN = 297319.4249816 Edm = 0.000339492 NCalls = 211 -VariableMetric: Iteration # 69 - FCN = 297319.422002 Edm = 0.00439966 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297319.3766071 Edm = 0.0431384 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297318.2545923 Edm = 0.462316 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297317.3251865 Edm = 0.0245668 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297317.3011037 Edm = 0.000424682 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297317.3004474 Edm = 0.000264789 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297317.2977184 Edm = 0.00249851 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297317.1830896 Edm = 0.11369 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297317.0233637 Edm = 0.142559 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297315.1323959 Edm = 0.0267509 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297315.1047321 Edm = 0.00103194 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297315.1034677 Edm = 0.000333195 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297315.1029375 Edm = 0.00029265 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297315.1013288 Edm = 0.00120752 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297315.0523094 Edm = 0.0465698 NCalls = 257 -VariableMetric: Iteration # 84 - FCN = 297313.8448902 Edm = 0.379509 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297313.3987222 Edm = 0.0484973 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297313.370261 Edm = 0.00248714 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297313.3677784 Edm = 8.32057e-05 NCalls = 267 -VariableMetric: Iteration # 88 - FCN = 297313.3675526 Edm = 0.000106739 NCalls = 269 -VariableMetric: Iteration # 89 - FCN = 297313.3665188 Edm = 0.000496477 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297313.3586493 Edm = 0.00650292 NCalls = 275 -VariableMetric: Iteration # 91 - FCN = 297312.8794201 Edm = 0.209272 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297312.4584987 Edm = 0.0839488 NCalls = 283 -VariableMetric: Iteration # 93 - FCN = 297312.4130682 Edm = 0.00639321 NCalls = 285 -VariableMetric: Iteration # 94 - FCN = 297312.4070913 Edm = 0.000378336 NCalls = 286 -VariableMetric: Iteration # 95 - FCN = 297312.4065215 Edm = 5.72619e-05 NCalls = 288 -VariableMetric: After Hessian - FCN = 297312.4065215 Edm = 1.76716 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297312.4065215 Edm = 1.76716 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297311.2934224 Edm = 0.278263 NCalls = 769 -VariableMetric: Iteration # 98 - FCN = 297311.0454181 Edm = 0.108452 NCalls = 771 -VariableMetric: Iteration # 99 - FCN = 297310.9912626 Edm = 0.0183377 NCalls = 773 -VariableMetric: Iteration # 100 - FCN = 297310.9726248 Edm = 0.00928653 NCalls = 775 -VariableMetric: Iteration # 101 - FCN = 297310.9648292 Edm = 0.000928354 NCalls = 777 -VariableMetric: Iteration # 102 - FCN = 297310.9640336 Edm = 0.000253533 NCalls = 779 -VariableMetric: Iteration # 103 - FCN = 297310.9637483 Edm = 7.62397e-05 NCalls = 781 -VariableMetric: Iteration # 104 - FCN = 297310.9635913 Edm = 1.44175e-05 NCalls = 783 -VariableMetric: After Hessian - FCN = 297310.9635913 Edm = 2.02227e-05 NCalls = 1276 -VariableMetric: Iteration # 105 - FCN = 297310.9635913 Edm = 2.02227e-05 NCalls = 1276 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307103.9614095 Edm = 107.016 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307103.9614095 Edm = 107.016 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306297.0062959 Edm = 5.22102 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 306151.8496888 Edm = 47.8419 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298920.7335395 Edm = 46.6585 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298789.6026095 Edm = 20.6753 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298782.4276561 Edm = 0.772154 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298779.2319258 Edm = 2.97414 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298642.7337428 Edm = 58.9942 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298578.6506008 Edm = 25.2534 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298568.5220872 Edm = 11.0482 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298555.537526 Edm = 3.88672 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298349.4405953 Edm = 466.273 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298337.8873977 Edm = 23.0262 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298312.928476 Edm = 19.327 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297790.1952535 Edm = 256.348 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297725.8363518 Edm = 615.842 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297466.7474825 Edm = 11.3192 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297436.824927 Edm = 9.34277 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297423.2864696 Edm = 0.623187 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297422.4575656 Edm = 0.173957 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297422.0536644 Edm = 0.0617308 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297421.5388255 Edm = 0.266514 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297413.1846114 Edm = 5.12245 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297412.9900068 Edm = 1.15105 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297408.3233442 Edm = 3.85928 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297384.9365115 Edm = 0.0358376 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297384.7983988 Edm = 0.121296 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297384.4421558 Edm = 0.656715 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297382.1841531 Edm = 2.40173 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297380.1711476 Edm = 1.85405 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297373.2612408 Edm = 1.89275 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297371.2094524 Edm = 0.102472 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297370.9984346 Edm = 0.242651 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297367.8764412 Edm = 2.47177 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297303.8666609 Edm = 5.08499 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297298.1949737 Edm = 0.253821 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297297.8015548 Edm = 0.0986832 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297297.582679 Edm = 0.0150933 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297297.5599475 Edm = 0.00663733 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297297.0627008 Edm = 0.426375 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297282.6766684 Edm = 5.5543 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297279.1904351 Edm = 0.69532 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297278.431153 Edm = 0.0298683 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297278.3087471 Edm = 0.11729 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297278.1061832 Edm = 0.180403 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297278.0677155 Edm = 0.0785154 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297277.6618861 Edm = 0.0543035 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297277.5768053 Edm = 0.0111902 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297277.5688442 Edm = 0.00123908 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297277.5632456 Edm = 0.0040623 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297276.9636608 Edm = 0.516516 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297265.0406234 Edm = 1.58437 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297263.4964587 Edm = 0.023316 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297263.4736871 Edm = 0.00119349 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297263.4715917 Edm = 0.00093268 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297263.4648549 Edm = 0.00479674 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297263.244199 Edm = 0.294765 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297263.2095967 Edm = 0.0321918 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297262.7076989 Edm = 0.333918 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297260.4945538 Edm = 0.510607 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297259.8120032 Edm = 0.108446 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297259.7225006 Edm = 0.00235472 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297259.7199819 Edm = 0.000171713 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297259.7188121 Edm = 0.00106241 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297259.6636285 Edm = 0.0400243 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297259.2627297 Edm = 0.337392 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297259.1205387 Edm = 0.302159 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297257.8441551 Edm = 0.830701 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297255.9481357 Edm = 0.358897 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297255.7043139 Edm = 0.100319 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297255.4402928 Edm = 0.0231025 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297255.416159 Edm = 0.000675133 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297255.4151452 Edm = 0.000321282 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297255.4141852 Edm = 0.00109943 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297255.4029414 Edm = 0.00534108 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297255.3820645 Edm = 0.0134436 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297255.3715718 Edm = 0.0156873 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297255.3564915 Edm = 0.0240961 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297255.3256576 Edm = 0.019388 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297255.2825708 Edm = 0.0806357 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297255.1820113 Edm = 0.0187969 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297255.1522731 Edm = 0.034387 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297255.1347073 Edm = 0.0140553 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297254.9367562 Edm = 0.136411 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297254.6230949 Edm = 0.470318 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297251.7652757 Edm = 3.04538 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297251.1450312 Edm = 2.3023 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297249.3269659 Edm = 5.83757 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297248.1631159 Edm = 5.10041 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297243.5948788 Edm = 3.07128 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297241.1530698 Edm = 1.70637 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297240.106718 Edm = 1.47233 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297239.6186719 Edm = 0.26277 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297239.5024366 Edm = 0.0388723 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297239.3981686 Edm = 0.0570731 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297238.2581478 Edm = 0.2272 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297238.1325427 Edm = 0.121832 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297238.0148332 Edm = 0.0526676 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297237.93791 Edm = 0.0263497 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297237.9069932 Edm = 0.00611126 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297237.8996939 Edm = 0.000536626 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297237.8989871 Edm = 0.000176421 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297237.8982131 Edm = 0.000872091 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297237.8895214 Edm = 0.00787879 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297237.3039883 Edm = 0.554512 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297237.0552533 Edm = 0.225736 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297235.9875816 Edm = 0.127 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297235.8868478 Edm = 0.00120092 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297235.8856779 Edm = 3.97451e-05 NCalls = 359 -VariableMetric: After Hessian - FCN = 297235.8856779 Edm = 1.05319 NCalls = 834 -VariableMetric: Iteration # 109 - FCN = 297235.8856779 Edm = 1.05319 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297234.6016506 Edm = 12.8658 NCalls = 837 -VariableMetric: Iteration # 111 - FCN = 297234.5319615 Edm = 0.258512 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297234.2530837 Edm = 0.0520868 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297234.0417782 Edm = 0.0690295 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297233.8794163 Edm = 0.126604 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297233.7524673 Edm = 0.0780867 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 297233.6780474 Edm = 0.0904207 NCalls = 855 -VariableMetric: Iteration # 117 - FCN = 297233.6053554 Edm = 0.0434889 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297233.5552845 Edm = 0.025065 NCalls = 859 -VariableMetric: Iteration # 119 - FCN = 297233.5222479 Edm = 0.0328258 NCalls = 862 -VariableMetric: Iteration # 120 - FCN = 297233.4517374 Edm = 0.0425114 NCalls = 864 -VariableMetric: Iteration # 121 - FCN = 297233.3929037 Edm = 0.0656408 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297233.3155445 Edm = 0.0135788 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297233.2863574 Edm = 0.019547 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297233.2764594 Edm = 0.00663927 NCalls = 875 -VariableMetric: Iteration # 125 - FCN = 297233.2656648 Edm = 0.00238129 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297233.2604863 Edm = 0.00165155 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297233.2532076 Edm = 0.0042257 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297233.2435077 Edm = 0.00387776 NCalls = 885 -VariableMetric: Iteration # 129 - FCN = 297233.2382165 Edm = 0.00184593 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297233.2347581 Edm = 0.0013956 NCalls = 890 -VariableMetric: Iteration # 131 - FCN = 297233.2316612 Edm = 0.00159815 NCalls = 892 -VariableMetric: Iteration # 132 - FCN = 297233.2265319 Edm = 0.00300319 NCalls = 895 -VariableMetric: Iteration # 133 - FCN = 297233.2188577 Edm = 0.00231541 NCalls = 897 -VariableMetric: Iteration # 134 - FCN = 297233.2143257 Edm = 0.00148941 NCalls = 899 -VariableMetric: Iteration # 135 - FCN = 297233.210747 Edm = 0.00156535 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297233.2036984 Edm = 0.00357643 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297233.1962785 Edm = 0.00112229 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297233.1948467 Edm = 0.000438574 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297233.1945852 Edm = 0.000129778 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297233.1943995 Edm = 5.62337e-05 NCalls = 913 -VariableMetric: After Hessian - FCN = 297233.1943995 Edm = 0.000236702 NCalls = 1390 -VariableMetric: Iteration # 141 - FCN = 297233.1943995 Edm = 0.000236702 NCalls = 1390 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309713.6415555 Edm = 15.3759 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309713.6415555 Edm = 15.3759 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302282.2524462 Edm = 148.87 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302199.1003484 Edm = 90.818 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300215.021894 Edm = 1080.11 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299866.3506573 Edm = 474.278 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299476.8870316 Edm = 39.3736 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299382.4284993 Edm = 2.53463 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299378.4587259 Edm = 0.30129 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299377.5151547 Edm = 0.408926 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 299167.1889712 Edm = 90.8481 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298584.5722204 Edm = 278.68 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298536.6349487 Edm = 139.794 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298525.481601 Edm = 3.52538 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298522.6334241 Edm = 0.471292 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 298521.9536888 Edm = 0.353405 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 298507.9997145 Edm = 13.4112 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 298361.1019158 Edm = 18.2017 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 298339.1916469 Edm = 0.356685 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 298338.4896995 Edm = 0.288787 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 298337.8333108 Edm = 0.128787 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 298335.9598614 Edm = 1.71495 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 298283.2791651 Edm = 54.7959 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 298267.0316096 Edm = 17.989 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 298204.2549668 Edm = 20.7405 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297704.681584 Edm = 73.6364 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297704.681584 Edm = 73.6364 NCalls = 106 -VariableMetric: After Hessian - FCN = 297704.681584 Edm = 2004.97 NCalls = 577 -VariableMetric: Iteration # 26 - FCN = 297704.681584 Edm = 2004.97 NCalls = 577 -VariableMetric: Iteration # 27 - FCN = 297682.8676848 Edm = 67518.4 NCalls = 581 -VariableMetric: Iteration # 28 - FCN = 297648.5752424 Edm = 23.6329 NCalls = 589 -VariableMetric: Iteration # 29 - FCN = 297640.3080482 Edm = 3.76462 NCalls = 595 -VariableMetric: Iteration # 30 - FCN = 297612.0520207 Edm = 76.1353 NCalls = 598 -VariableMetric: Iteration # 31 - FCN = 297389.0567814 Edm = 4.56314 NCalls = 602 -VariableMetric: Iteration # 32 - FCN = 297380.0568014 Edm = 1.32518 NCalls = 604 -VariableMetric: Iteration # 33 - FCN = 297372.8516436 Edm = 4.17645 NCalls = 606 -VariableMetric: Iteration # 34 - FCN = 297363.2295431 Edm = 2.63117 NCalls = 610 -VariableMetric: Iteration # 35 - FCN = 297344.274818 Edm = 12.8966 NCalls = 614 -VariableMetric: Iteration # 36 - FCN = 297328.0373322 Edm = 1.71869 NCalls = 616 -VariableMetric: Iteration # 37 - FCN = 297324.5912101 Edm = 1.74585 NCalls = 618 -VariableMetric: Iteration # 38 - FCN = 297307.7404447 Edm = 15.6859 NCalls = 621 -VariableMetric: Iteration # 39 - FCN = 297275.0588474 Edm = 2.20544 NCalls = 626 -VariableMetric: Iteration # 40 - FCN = 297272.5883825 Edm = 0.42166 NCalls = 628 -VariableMetric: Iteration # 41 - FCN = 297272.0526551 Edm = 0.168089 NCalls = 630 -VariableMetric: Iteration # 42 - FCN = 297271.1510273 Edm = 0.564814 NCalls = 633 -VariableMetric: Iteration # 43 - FCN = 297263.436412 Edm = 3.1326 NCalls = 636 -VariableMetric: Iteration # 44 - FCN = 297259.1703312 Edm = 0.0814238 NCalls = 638 -VariableMetric: Iteration # 45 - FCN = 297258.9920432 Edm = 0.0963821 NCalls = 640 -VariableMetric: Iteration # 46 - FCN = 297257.5440326 Edm = 0.764232 NCalls = 644 -VariableMetric: Iteration # 47 - FCN = 297255.4882999 Edm = 0.218493 NCalls = 647 -VariableMetric: Iteration # 48 - FCN = 297255.242739 Edm = 0.0281284 NCalls = 649 -VariableMetric: Iteration # 49 - FCN = 297255.1942377 Edm = 0.0206263 NCalls = 651 -VariableMetric: Iteration # 50 - FCN = 297254.7297715 Edm = 0.277173 NCalls = 655 -VariableMetric: Iteration # 51 - FCN = 297253.9589926 Edm = 0.0281445 NCalls = 657 -VariableMetric: Iteration # 52 - FCN = 297253.9273241 Edm = 0.00599827 NCalls = 659 -VariableMetric: Iteration # 53 - FCN = 297253.894098 Edm = 0.0312722 NCalls = 662 -VariableMetric: Iteration # 54 - FCN = 297253.4763443 Edm = 0.131348 NCalls = 667 -VariableMetric: Iteration # 55 - FCN = 297253.2362414 Edm = 0.00613083 NCalls = 669 -VariableMetric: Iteration # 56 - FCN = 297253.2055889 Edm = 0.0207712 NCalls = 671 -VariableMetric: Iteration # 57 - FCN = 297252.7851633 Edm = 0.0519695 NCalls = 675 -VariableMetric: Iteration # 58 - FCN = 297252.7239846 Edm = 0.00256847 NCalls = 677 -VariableMetric: Iteration # 59 - FCN = 297252.7176678 Edm = 0.00412941 NCalls = 679 -VariableMetric: Iteration # 60 - FCN = 297252.6634157 Edm = 0.0467167 NCalls = 683 -VariableMetric: Iteration # 61 - FCN = 297252.4307998 Edm = 0.00590964 NCalls = 685 -VariableMetric: Iteration # 62 - FCN = 297252.4243467 Edm = 0.00152099 NCalls = 687 -VariableMetric: Iteration # 63 - FCN = 297252.407548 Edm = 0.0172404 NCalls = 690 -VariableMetric: Iteration # 64 - FCN = 297252.2317639 Edm = 0.0449001 NCalls = 696 -VariableMetric: Iteration # 65 - FCN = 297252.1660014 Edm = 0.000664495 NCalls = 698 -VariableMetric: Iteration # 66 - FCN = 297252.1642031 Edm = 0.00126045 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297252.0895604 Edm = 0.0488738 NCalls = 706 -VariableMetric: Iteration # 68 - FCN = 297251.9317411 Edm = 0.00254411 NCalls = 708 -VariableMetric: Iteration # 69 - FCN = 297251.928736 Edm = 0.000505219 NCalls = 710 -VariableMetric: Iteration # 70 - FCN = 297251.9011498 Edm = 0.0223886 NCalls = 715 -VariableMetric: Iteration # 71 - FCN = 297251.7821966 Edm = 0.00713778 NCalls = 718 -VariableMetric: Iteration # 72 - FCN = 297251.7733624 Edm = 0.000673817 NCalls = 720 -VariableMetric: Iteration # 73 - FCN = 297251.7720628 Edm = 0.000620086 NCalls = 722 -VariableMetric: Iteration # 74 - FCN = 297251.7470354 Edm = 0.0235404 NCalls = 727 -VariableMetric: Iteration # 75 - FCN = 297251.5179884 Edm = 0.0071795 NCalls = 730 -VariableMetric: Iteration # 76 - FCN = 297251.5098474 Edm = 0.000549539 NCalls = 732 -VariableMetric: Iteration # 77 - FCN = 297251.5040388 Edm = 0.00555386 NCalls = 735 -VariableMetric: Iteration # 78 - FCN = 297251.3918113 Edm = 0.100177 NCalls = 741 -VariableMetric: Iteration # 79 - FCN = 297251.0331238 Edm = 0.061989 NCalls = 744 -VariableMetric: Iteration # 80 - FCN = 297250.9898993 Edm = 0.0106343 NCalls = 746 -VariableMetric: Iteration # 81 - FCN = 297250.9792027 Edm = 0.00209114 NCalls = 748 -VariableMetric: Iteration # 82 - FCN = 297250.9707049 Edm = 0.00380507 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297250.9554137 Edm = 0.0100988 NCalls = 752 -VariableMetric: Iteration # 84 - FCN = 297250.6846507 Edm = 0.288662 NCalls = 757 -VariableMetric: Iteration # 85 - FCN = 297249.8217519 Edm = 1.09642 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297249.728247 Edm = 0.0837276 NCalls = 765 -VariableMetric: Iteration # 87 - FCN = 297246.3354027 Edm = 1.72009 NCalls = 773 -VariableMetric: Iteration # 88 - FCN = 297246.3102816 Edm = 0.0248261 NCalls = 775 -VariableMetric: Iteration # 89 - FCN = 297246.2868296 Edm = 0.0149081 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297246.2363802 Edm = 0.0438468 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297246.0900709 Edm = 0.167171 NCalls = 784 -VariableMetric: Iteration # 92 - FCN = 297245.6470724 Edm = 0.471985 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297245.5946476 Edm = 0.0480712 NCalls = 792 -VariableMetric: Iteration # 94 - FCN = 297244.1609981 Edm = 1.0502 NCalls = 799 -VariableMetric: Iteration # 95 - FCN = 297242.8794091 Edm = 0.21554 NCalls = 802 -VariableMetric: Iteration # 96 - FCN = 297242.568078 Edm = 0.129805 NCalls = 804 -VariableMetric: Iteration # 97 - FCN = 297242.3935156 Edm = 0.0978493 NCalls = 807 -VariableMetric: Iteration # 98 - FCN = 297242.31313 Edm = 0.0300804 NCalls = 809 -VariableMetric: Iteration # 99 - FCN = 297242.2781146 Edm = 0.00902045 NCalls = 811 -VariableMetric: Iteration # 100 - FCN = 297242.2534763 Edm = 0.0132623 NCalls = 813 -VariableMetric: Iteration # 101 - FCN = 297242.2111974 Edm = 0.0385114 NCalls = 815 -VariableMetric: Iteration # 102 - FCN = 297241.8721176 Edm = 0.301756 NCalls = 819 -VariableMetric: Iteration # 103 - FCN = 297240.3809599 Edm = 0.835563 NCalls = 821 -VariableMetric: Iteration # 104 - FCN = 297239.4936092 Edm = 0.198559 NCalls = 823 -VariableMetric: Iteration # 105 - FCN = 297239.3973757 Edm = 0.028961 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297239.3705093 Edm = 0.00921128 NCalls = 827 -VariableMetric: Iteration # 107 - FCN = 297239.3607018 Edm = 0.00432057 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297239.3492934 Edm = 0.00705929 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297239.2991711 Edm = 0.0467065 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297238.7851665 Edm = 0.345839 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297238.0513228 Edm = 0.129481 NCalls = 842 -VariableMetric: Iteration # 112 - FCN = 297237.9253943 Edm = 0.0137181 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297237.9103896 Edm = 0.00192628 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297237.9084174 Edm = 0.000373612 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297237.9073307 Edm = 0.0010286 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297237.8912303 Edm = 0.0153301 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297237.7851062 Edm = 0.0851885 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297237.5772102 Edm = 0.0937408 NCalls = 859 -VariableMetric: Iteration # 119 - FCN = 297237.4709524 Edm = 0.0136812 NCalls = 861 -VariableMetric: Iteration # 120 - FCN = 297237.4575621 Edm = 0.000948269 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297237.4561468 Edm = 0.000464758 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297237.4520626 Edm = 0.00363267 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297237.3101796 Edm = 0.0990083 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297237.0639612 Edm = 0.0135415 NCalls = 875 -VariableMetric: Iteration # 125 - FCN = 297237.0514641 Edm = 0.00136032 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297237.0502912 Edm = 9.55879e-05 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297237.0501489 Edm = 5.29369e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297237.0501489 Edm = 0.081046 NCalls = 1376 -VariableMetric: Iteration # 128 - FCN = 297237.0501489 Edm = 0.081046 NCalls = 1376 -VariableMetric: Iteration # 129 - FCN = 297237.0470769 Edm = 0.0222282 NCalls = 1383 -VariableMetric: Iteration # 130 - FCN = 297237.0123833 Edm = 0.00256483 NCalls = 1385 -VariableMetric: Iteration # 131 - FCN = 297237.0085036 Edm = 0.00965494 NCalls = 1388 -VariableMetric: Iteration # 132 - FCN = 297237.0050869 Edm = 0.000925461 NCalls = 1391 -VariableMetric: Iteration # 133 - FCN = 297237.0029917 Edm = 0.000103837 NCalls = 1393 -VariableMetric: Iteration # 134 - FCN = 297237.0027293 Edm = 4.5299e-05 NCalls = 1395 -VariableMetric: Iteration # 135 - FCN = 297237.0026474 Edm = 1.25753e-05 NCalls = 1397 -VariableMetric: After Hessian - FCN = 297237.0026474 Edm = 3.54962e-05 NCalls = 1900 -VariableMetric: Iteration # 136 - FCN = 297237.0026474 Edm = 3.54962e-05 NCalls = 1900 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320365.9672985 Edm = 59.8629 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320365.9672985 Edm = 59.8629 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303062.87345 Edm = 6.57664 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302518.0639816 Edm = 4.51431 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302515.6481641 Edm = 1.85852 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300957.2768015 Edm = 125.037 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298093.2924237 Edm = 76.4183 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298080.6389301 Edm = 178.014 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297944.6770491 Edm = 5.04609 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297939.3298328 Edm = 2.27058 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297933.764162 Edm = 4.09026 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297790.2464167 Edm = 31.5248 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297671.3368204 Edm = 105.301 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297596.073848 Edm = 9.1491 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297585.4744834 Edm = 0.316089 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297585.0486523 Edm = 0.0900046 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297580.8831483 Edm = 2.92543 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297568.1873015 Edm = 2.03655 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297537.9308477 Edm = 14.8001 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297537.5106688 Edm = 1.3911 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297531.8115432 Edm = 4.03767 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297518.4496137 Edm = 0.334824 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297517.1319971 Edm = 1.11481 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297406.5366299 Edm = 48.9283 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297359.7783837 Edm = 6.63512 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297357.3329983 Edm = 4.9726 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297352.5398129 Edm = 3.56275 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297339.4588699 Edm = 0.858719 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297338.2110043 Edm = 0.327601 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297337.5198781 Edm = 0.493017 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297336.7954759 Edm = 1.31421 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297333.5710417 Edm = 2.23085 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297293.4150963 Edm = 7.45122 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297279.7736307 Edm = 0.548783 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297279.1248957 Edm = 0.0294683 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297279.0369744 Edm = 0.0556556 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297272.6562298 Edm = 5.45683 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297214.1269449 Edm = 18.8965 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297190.2120555 Edm = 3.93921 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297185.7481419 Edm = 0.110416 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297185.6492041 Edm = 0.00876039 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297185.6250335 Edm = 0.0107275 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297185.4726397 Edm = 0.148477 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297182.6390207 Edm = 2.45884 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297173.8882507 Edm = 4.75356 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297167.7374368 Edm = 1.36285 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297166.1624532 Edm = 1.15841 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297165.0379827 Edm = 0.384382 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297164.5377575 Edm = 0.0563666 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297164.4840594 Edm = 0.00399378 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297164.4769339 Edm = 0.00351201 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297164.4178004 Edm = 0.0622035 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297162.9869146 Edm = 1.32952 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297152.1855339 Edm = 2.93481 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297148.9086837 Edm = 0.82975 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297147.9247842 Edm = 0.174162 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297147.7293457 Edm = 0.0701241 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297147.6731825 Edm = 0.017358 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297147.6520744 Edm = 0.00269223 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297147.6283176 Edm = 0.0203908 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297146.8035937 Edm = 0.828896 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297143.9626204 Edm = 2.13161 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297125.3454843 Edm = 1.01143 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297124.4057306 Edm = 0.0581543 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297124.3432305 Edm = 0.0140374 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297124.3254627 Edm = 0.00167337 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297124.3233816 Edm = 0.000565123 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297124.3209812 Edm = 0.00246318 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297124.2955837 Edm = 0.0150655 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297124.2325331 Edm = 0.0482933 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297123.7138574 Edm = 0.349029 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297121.4399645 Edm = 0.700262 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297120.241444 Edm = 0.478817 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297119.9445616 Edm = 0.170713 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297119.7494327 Edm = 0.0419485 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297119.6810033 Edm = 0.0101234 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297119.6670622 Edm = 0.00173705 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297119.6655966 Edm = 0.000492473 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297119.6633839 Edm = 0.00143057 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297119.6396779 Edm = 0.0220474 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297118.9727056 Edm = 0.945001 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297116.9557868 Edm = 1.49776 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297114.0140729 Edm = 4.84089 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297111.7209312 Edm = 1.08983 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297109.9337743 Edm = 1.74378 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297109.546382 Edm = 0.25906 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297109.358496 Edm = 0.0695452 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297109.3256886 Edm = 0.015378 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297109.3157238 Edm = 0.00114675 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297109.3142921 Edm = 0.000278872 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297109.3130768 Edm = 0.00099106 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297109.2900117 Edm = 0.023037 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297109.2508248 Edm = 0.0378338 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297107.6072322 Edm = 0.367039 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297107.2781149 Edm = 0.0407298 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297107.247317 Edm = 0.00228057 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297107.2446579 Edm = 0.000434276 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297107.2440062 Edm = 0.000132158 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297107.2431401 Edm = 0.000769554 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297107.2025158 Edm = 0.0412593 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297107.201831 Edm = 0.00050789 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297107.0379918 Edm = 0.129035 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297104.1686997 Edm = 0.720525 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297103.4288865 Edm = 0.123372 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297103.2788293 Edm = 0.00404568 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297103.2748888 Edm = 0.000233807 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297103.2746052 Edm = 0.000117882 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297103.2734449 Edm = 0.00112008 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297103.2637745 Edm = 0.00992702 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297103.1416432 Edm = 0.0195938 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297102.1395594 Edm = 0.459573 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297098.9678635 Edm = 0.560538 NCalls = 364 -VariableMetric: Iteration # 111 - FCN = 297098.4626617 Edm = 0.0252309 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 297098.4398392 Edm = 0.00102672 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297098.4390488 Edm = 7.19198e-05 NCalls = 371 -VariableMetric: After Hessian - FCN = 297098.4390488 Edm = 2.99782 NCalls = 858 -VariableMetric: Iteration # 114 - FCN = 297098.4390488 Edm = 2.99782 NCalls = 858 -VariableMetric: Iteration # 115 - FCN = 297098.2504781 Edm = 72.243 NCalls = 865 -VariableMetric: Iteration # 116 - FCN = 297094.7288689 Edm = 0.25395 NCalls = 867 -VariableMetric: Iteration # 117 - FCN = 297094.4399952 Edm = 0.0201361 NCalls = 869 -VariableMetric: Iteration # 118 - FCN = 297094.4125833 Edm = 0.0030783 NCalls = 871 -VariableMetric: Iteration # 119 - FCN = 297094.4100527 Edm = 0.000625881 NCalls = 873 -VariableMetric: Iteration # 120 - FCN = 297094.409117 Edm = 0.000107753 NCalls = 875 -VariableMetric: Iteration # 121 - FCN = 297094.4088414 Edm = 4.66899e-05 NCalls = 877 -VariableMetric: Iteration # 122 - FCN = 297094.4087076 Edm = 2.39881e-05 NCalls = 879 -VariableMetric: After Hessian - FCN = 297094.4087076 Edm = 3.15078e-05 NCalls = 1366 -VariableMetric: Iteration # 123 - FCN = 297094.4087076 Edm = 3.15078e-05 NCalls = 1366 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307737.6075036 Edm = 9.97149 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307737.6075036 Edm = 9.97149 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299890.6105572 Edm = 472.039 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299890.6105572 Edm = 472.039 NCalls = 20 -VariableMetric: After Hessian - FCN = 299890.6105572 Edm = 1.32935e+08 NCalls = 487 -VariableMetric: Iteration # 3 - FCN = 299890.6105572 Edm = 1.32935e+08 NCalls = 487 -VariableMetric: Iteration # 4 - FCN = 299890.6105572 Edm = 1.32935e+08 NCalls = 498 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310107.422632 Edm = 45.4187 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310107.422632 Edm = 45.4187 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301669.8798445 Edm = 1.64384 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301666.7660148 Edm = 9.79209 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300057.7315568 Edm = 10.7542 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299342.9605287 Edm = 556.12 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299240.1572838 Edm = 98.892 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299053.0609606 Edm = 5.79632 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299027.1954389 Edm = 2.24604 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299019.6148514 Edm = 2.5329 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 299014.2060668 Edm = 6.84816 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298422.1671532 Edm = 636.632 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298249.1587243 Edm = 139.264 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298079.7351726 Edm = 23.3637 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297945.0403242 Edm = 6.90529 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297936.7241002 Edm = 0.554025 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297936.2896364 Edm = 0.0827687 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297936.0744796 Edm = 0.121076 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297932.9012617 Edm = 2.86823 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297832.6398326 Edm = 86.2396 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297818.0148457 Edm = 31.1549 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297802.8103888 Edm = 8.50794 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297780.2828559 Edm = 3.25637 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297772.6103014 Edm = 0.357278 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297771.4782707 Edm = 0.91224 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297743.7177995 Edm = 23.2187 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297601.7352833 Edm = 46.8004 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297561.0969325 Edm = 28.9991 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297544.2956147 Edm = 10.5042 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297527.2826336 Edm = 1.4552 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297525.710834 Edm = 0.269938 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297525.4442817 Edm = 0.174726 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297525.2591389 Edm = 0.209459 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297524.4758485 Edm = 0.497419 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297501.9718424 Edm = 11.9643 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297466.0500538 Edm = 0.911858 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297463.9870605 Edm = 0.676357 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297463.1115717 Edm = 0.0419176 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297463.0369498 Edm = 0.0147011 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297462.9725337 Edm = 0.0221831 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297462.8924405 Edm = 0.0143568 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297462.7811579 Edm = 0.0920644 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297458.1783947 Edm = 5.14742 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297457.5249613 Edm = 0.956942 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297450.7218498 Edm = 4.32023 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297435.8210609 Edm = 3.98227 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297432.9581265 Edm = 5.11206 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297430.7408003 Edm = 2.65287 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297427.3776031 Edm = 1.65834 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297424.7035606 Edm = 2.63828 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297422.5697455 Edm = 0.824313 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297421.1793562 Edm = 0.49428 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297420.4951843 Edm = 0.227652 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297420.1922983 Edm = 0.0391088 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297420.1327818 Edm = 0.00585885 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297420.104942 Edm = 0.0146874 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297419.8322517 Edm = 0.239477 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297419.1837029 Edm = 1.18157 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297418.8292629 Edm = 0.376373 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297414.4456276 Edm = 2.48801 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297407.5784839 Edm = 6.23984 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297405.6132981 Edm = 1.74181 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297403.9302164 Edm = 0.285334 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297403.7221941 Edm = 0.195931 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297403.5490839 Edm = 0.0632406 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297403.3846608 Edm = 0.0925784 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297403.2093261 Edm = 0.138966 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297402.9046748 Edm = 0.246252 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297402.6049651 Edm = 0.642312 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297402.2811963 Edm = 0.0937487 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297402.1188328 Edm = 0.0604067 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297402.0035605 Edm = 0.0862476 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297401.8949706 Edm = 0.0285868 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297401.854057 Edm = 0.00433526 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297401.8452763 Edm = 0.00113984 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297401.8428551 Edm = 0.00314766 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297401.8305924 Edm = 0.0109217 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297400.5076621 Edm = 1.0651 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297397.4627405 Edm = 0.184053 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297397.3317747 Edm = 0.191098 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297397.1887228 Edm = 0.0370933 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297397.0792217 Edm = 0.0673613 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297396.9954636 Edm = 0.0436192 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297396.9341945 Edm = 0.0192812 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297396.8963376 Edm = 0.0138147 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297396.8822633 Edm = 0.0199124 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297396.8640195 Edm = 0.0032407 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297396.8560601 Edm = 0.00268224 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297396.8540202 Edm = 0.00108465 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297396.8511374 Edm = 0.00174648 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297396.8374975 Edm = 0.0107189 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297396.7668422 Edm = 0.111685 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297396.4974642 Edm = 0.329456 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297396.1897238 Edm = 0.842644 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297396.1444263 Edm = 0.0762864 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297395.7547333 Edm = 0.432667 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297395.2311356 Edm = 0.432718 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297389.5885355 Edm = 1.05599 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297386.5484385 Edm = 0.440364 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297385.1792363 Edm = 0.358024 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297384.6555783 Edm = 0.156975 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297384.4058703 Edm = 0.0663995 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297384.2944945 Edm = 0.0240592 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297384.2773642 Edm = 0.0169341 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297384.252746 Edm = 0.00400474 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297384.2456073 Edm = 0.000759734 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297384.2438567 Edm = 0.000491417 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297384.2425295 Edm = 0.00175493 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297384.2297481 Edm = 0.0123741 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297384.2039708 Edm = 0.0260348 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297384.123751 Edm = 0.102442 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297383.9333029 Edm = 0.701095 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297383.8296409 Edm = 0.18537 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297383.4209503 Edm = 0.366058 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297380.6286555 Edm = 0.820483 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297379.0261804 Edm = 0.297343 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297378.9489728 Edm = 0.100469 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297378.764363 Edm = 0.114673 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297376.5610414 Edm = 1.21592 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297375.3929748 Edm = 0.674241 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297375.0252756 Edm = 0.146689 NCalls = 385 -VariableMetric: Iteration # 120 - FCN = 297374.8859474 Edm = 0.079731 NCalls = 387 -VariableMetric: Iteration # 121 - FCN = 297374.7274021 Edm = 0.0411334 NCalls = 391 -VariableMetric: Iteration # 122 - FCN = 297374.6622334 Edm = 0.00568132 NCalls = 393 -VariableMetric: Iteration # 123 - FCN = 297374.6539031 Edm = 0.00128655 NCalls = 395 -VariableMetric: Iteration # 124 - FCN = 297374.6524169 Edm = 0.000831468 NCalls = 397 -VariableMetric: Iteration # 125 - FCN = 297374.6509764 Edm = 0.00140893 NCalls = 399 -VariableMetric: Iteration # 126 - FCN = 297374.61706 Edm = 0.0291598 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297371.0917969 Edm = 1.22521 NCalls = 410 -VariableMetric: Iteration # 128 - FCN = 297370.6778748 Edm = 1.86375 NCalls = 412 -VariableMetric: Iteration # 129 - FCN = 297369.6623106 Edm = 0.0823274 NCalls = 415 -VariableMetric: Iteration # 130 - FCN = 297369.4726905 Edm = 0.141884 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297368.8965166 Edm = 0.0854457 NCalls = 423 -VariableMetric: Iteration # 132 - FCN = 297368.8398361 Edm = 0.0651057 NCalls = 425 -VariableMetric: Iteration # 133 - FCN = 297368.7934333 Edm = 0.0127954 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297368.7559334 Edm = 0.010015 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297368.7414907 Edm = 0.00201079 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297368.7395842 Edm = 0.000215739 NCalls = 433 -VariableMetric: Iteration # 137 - FCN = 297368.7393052 Edm = 3.4554e-05 NCalls = 435 -VariableMetric: After Hessian - FCN = 297368.7393052 Edm = 38.7324 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297368.7393052 Edm = 38.7324 NCalls = 914 -VariableMetric: Iteration # 139 - FCN = 297368.1848413 Edm = 0.877145 NCalls = 919 -VariableMetric: Iteration # 140 - FCN = 297367.9045789 Edm = 5.85837 NCalls = 921 -VariableMetric: Iteration # 141 - FCN = 297365.6949368 Edm = 0.346207 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297363.6864159 Edm = 2.64337 NCalls = 928 -VariableMetric: Iteration # 143 - FCN = 297362.4729209 Edm = 5.59758 NCalls = 931 -VariableMetric: Iteration # 144 - FCN = 297361.8265887 Edm = 1.20885 NCalls = 934 -VariableMetric: Iteration # 145 - FCN = 297359.2515528 Edm = 4.48858 NCalls = 938 -VariableMetric: Iteration # 146 - FCN = 297356.0400752 Edm = 3.89774 NCalls = 942 -VariableMetric: Iteration # 147 - FCN = 297351.8830063 Edm = 8.18336 NCalls = 948 -VariableMetric: Iteration # 148 - FCN = 297350.6142225 Edm = 5.20196 NCalls = 951 -VariableMetric: Iteration # 149 - FCN = 297349.0091273 Edm = 1.39592 NCalls = 954 -VariableMetric: Iteration # 150 - FCN = 297347.8906512 Edm = 1.17768 NCalls = 957 -VariableMetric: Iteration # 151 - FCN = 297346.6536301 Edm = 0.760451 NCalls = 960 -VariableMetric: Iteration # 152 - FCN = 297344.5307056 Edm = 0.554355 NCalls = 963 -VariableMetric: Iteration # 153 - FCN = 297343.8106265 Edm = 0.49829 NCalls = 966 -VariableMetric: Iteration # 154 - FCN = 297342.5829483 Edm = 0.290917 NCalls = 969 -VariableMetric: Iteration # 155 - FCN = 297342.3179549 Edm = 0.114878 NCalls = 970 -VariableMetric: Iteration # 156 - FCN = 297342.1666132 Edm = 0.0450141 NCalls = 972 -VariableMetric: Iteration # 157 - FCN = 297342.0864504 Edm = 0.0337152 NCalls = 974 -VariableMetric: Iteration # 158 - FCN = 297341.9978737 Edm = 0.0610848 NCalls = 976 -VariableMetric: Iteration # 159 - FCN = 297341.8767635 Edm = 0.0809424 NCalls = 979 -VariableMetric: Iteration # 160 - FCN = 297341.7492377 Edm = 0.0399054 NCalls = 981 -VariableMetric: Iteration # 161 - FCN = 297341.6047587 Edm = 0.0427861 NCalls = 983 -VariableMetric: Iteration # 162 - FCN = 297341.502023 Edm = 0.0516338 NCalls = 986 -VariableMetric: Iteration # 163 - FCN = 297341.4308502 Edm = 0.063294 NCalls = 988 -VariableMetric: Iteration # 164 - FCN = 297341.3478676 Edm = 0.0175334 NCalls = 991 -VariableMetric: Iteration # 165 - FCN = 297341.2887959 Edm = 0.0210675 NCalls = 993 -VariableMetric: Iteration # 166 - FCN = 297341.2487354 Edm = 0.0124963 NCalls = 995 -VariableMetric: Iteration # 167 - FCN = 297341.2328492 Edm = 0.00499919 NCalls = 997 -VariableMetric: Iteration # 168 - FCN = 297341.2204665 Edm = 0.00358196 NCalls = 999 -VariableMetric: Iteration # 169 - FCN = 297341.2059622 Edm = 0.00620573 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297341.1936718 Edm = 0.0095074 NCalls = 1005 -VariableMetric: Iteration # 171 - FCN = 297341.1626319 Edm = 0.0108539 NCalls = 1008 -VariableMetric: Iteration # 172 - FCN = 297341.1436024 Edm = 0.0246858 NCalls = 1011 -VariableMetric: Iteration # 173 - FCN = 297341.1190427 Edm = 0.0174074 NCalls = 1013 -VariableMetric: Iteration # 174 - FCN = 297341.0857027 Edm = 0.0150233 NCalls = 1017 -VariableMetric: Iteration # 175 - FCN = 297341.0679879 Edm = 0.0117485 NCalls = 1019 -VariableMetric: Iteration # 176 - FCN = 297341.0498525 Edm = 0.0118973 NCalls = 1022 -VariableMetric: Iteration # 177 - FCN = 297341.0234624 Edm = 0.0153844 NCalls = 1025 -VariableMetric: Iteration # 178 - FCN = 297341.0145965 Edm = 0.00789332 NCalls = 1027 -VariableMetric: Iteration # 179 - FCN = 297341.0026181 Edm = 0.00690137 NCalls = 1030 -VariableMetric: Iteration # 180 - FCN = 297340.9923743 Edm = 0.00395504 NCalls = 1032 -VariableMetric: Iteration # 181 - FCN = 297340.9836999 Edm = 0.00573116 NCalls = 1034 -VariableMetric: Iteration # 182 - FCN = 297340.9787945 Edm = 0.00679498 NCalls = 1037 -VariableMetric: Iteration # 183 - FCN = 297340.9689425 Edm = 0.0190095 NCalls = 1039 -VariableMetric: Iteration # 184 - FCN = 297340.9554599 Edm = 0.00850495 NCalls = 1043 -VariableMetric: Iteration # 185 - FCN = 297340.9328517 Edm = 0.0285838 NCalls = 1048 -VariableMetric: Iteration # 186 - FCN = 297340.9183076 Edm = 0.00520934 NCalls = 1050 -VariableMetric: Iteration # 187 - FCN = 297340.9086093 Edm = 0.00479943 NCalls = 1053 -VariableMetric: Iteration # 188 - FCN = 297340.9068483 Edm = 0.00219071 NCalls = 1055 -VariableMetric: Iteration # 189 - FCN = 297340.9043913 Edm = 0.000622085 NCalls = 1057 -VariableMetric: Iteration # 190 - FCN = 297340.901198 Edm = 0.0013521 NCalls = 1060 -VariableMetric: Iteration # 191 - FCN = 297340.8972595 Edm = 0.00144422 NCalls = 1062 -VariableMetric: Iteration # 192 - FCN = 297340.8904364 Edm = 0.00320859 NCalls = 1065 -VariableMetric: Iteration # 193 - FCN = 297340.8842019 Edm = 0.00209149 NCalls = 1067 -VariableMetric: Iteration # 194 - FCN = 297340.8809579 Edm = 0.00169963 NCalls = 1069 -VariableMetric: Iteration # 195 - FCN = 297340.8789421 Edm = 0.000853438 NCalls = 1072 -VariableMetric: Iteration # 196 - FCN = 297340.8776329 Edm = 0.000257781 NCalls = 1074 -VariableMetric: Iteration # 197 - FCN = 297340.8769678 Edm = 0.00017641 NCalls = 1076 -VariableMetric: Iteration # 198 - FCN = 297340.8761519 Edm = 0.000562651 NCalls = 1078 -VariableMetric: Iteration # 199 - FCN = 297340.8737908 Edm = 0.00197227 NCalls = 1081 -VariableMetric: Iteration # 200 - FCN = 297340.8684403 Edm = 0.00529811 NCalls = 1085 -VariableMetric: Iteration # 201 - FCN = 297340.8646288 Edm = 0.00207809 NCalls = 1089 -VariableMetric: Iteration # 202 - FCN = 297340.8613167 Edm = 0.00336729 NCalls = 1092 -VariableMetric: Iteration # 203 - FCN = 297340.859347 Edm = 0.000767991 NCalls = 1094 -VariableMetric: Iteration # 204 - FCN = 297340.8573101 Edm = 0.000905442 NCalls = 1098 -VariableMetric: Iteration # 205 - FCN = 297340.8550738 Edm = 0.00062305 NCalls = 1100 -VariableMetric: Iteration # 206 - FCN = 297340.854362 Edm = 0.000453538 NCalls = 1101 -VariableMetric: Iteration # 207 - FCN = 297340.8537307 Edm = 0.0005043 NCalls = 1103 -VariableMetric: Iteration # 208 - FCN = 297340.8527357 Edm = 0.00142043 NCalls = 1107 -VariableMetric: Iteration # 209 - FCN = 297340.8515278 Edm = 0.000983186 NCalls = 1110 -VariableMetric: Iteration # 210 - FCN = 297340.8499809 Edm = 0.000679633 NCalls = 1112 -VariableMetric: Iteration # 211 - FCN = 297340.8489822 Edm = 0.000515055 NCalls = 1114 -VariableMetric: Iteration # 212 - FCN = 297340.8481958 Edm = 0.000474726 NCalls = 1116 -VariableMetric: Iteration # 213 - FCN = 297340.8472322 Edm = 0.000181202 NCalls = 1118 -VariableMetric: Iteration # 214 - FCN = 297340.8469172 Edm = 3.67576e-05 NCalls = 1120 -VariableMetric: After Hessian - FCN = 297340.8469172 Edm = 0.00485562 NCalls = 1609 -VariableMetric: Iteration # 215 - FCN = 297340.8469172 Edm = 0.00485562 NCalls = 1609 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320017.4148886 Edm = 36.9854 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320017.4148886 Edm = 36.9854 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300345.0031764 Edm = 1900.98 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299270.871015 Edm = 34.0933 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 299249.8515817 Edm = 6.8805 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 298356.458927 Edm = 78.5242 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 298331.6474076 Edm = 2.45932 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298316.5907718 Edm = 22.6715 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298257.1309371 Edm = 71.1009 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298240.7330635 Edm = 12.8239 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298090.461411 Edm = 0.372331 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298089.6840274 Edm = 0.0750489 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298089.2920454 Edm = 0.197046 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298082.3463518 Edm = 4.97042 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297722.3436236 Edm = 27.6535 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297697.3171484 Edm = 6.78689 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297690.7260553 Edm = 0.266897 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297688.2830386 Edm = 0.502922 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297687.6552621 Edm = 0.0739709 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297687.3382254 Edm = 0.24952 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297670.6202319 Edm = 15.9711 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297539.1176162 Edm = 12.8442 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297527.1180218 Edm = 0.117502 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297526.9779169 Edm = 0.00725816 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297526.9473953 Edm = 0.0169991 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297526.7566242 Edm = 0.106141 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297523.8265063 Edm = 2.80256 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297482.6992176 Edm = 11.6798 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297472.225555 Edm = 3.40179 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297470.09198 Edm = 0.287934 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297469.8031055 Edm = 0.0030324 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297469.7834058 Edm = 0.0170491 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297466.3980273 Edm = 1.54613 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297445.3826486 Edm = 8.35102 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297437.0359008 Edm = 10.238 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297433.0585005 Edm = 0.287821 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297432.6618312 Edm = 0.07679 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297432.5711638 Edm = 0.0160985 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297432.5515883 Edm = 0.00151844 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297432.5492448 Edm = 0.000834281 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297432.5028773 Edm = 0.0473949 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297431.4849525 Edm = 0.0337946 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297424.04039 Edm = 2.82923 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297420.632422 Edm = 4.32204 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297413.9279855 Edm = 3.95564 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297409.6279148 Edm = 5.07219 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297406.0269221 Edm = 1.52234 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297404.6799863 Edm = 0.855536 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297403.8211929 Edm = 0.399695 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297403.5525164 Edm = 0.127227 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297403.4523325 Edm = 0.0268838 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297403.4300643 Edm = 0.00553125 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297403.4250355 Edm = 0.00141182 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297403.4176878 Edm = 0.00568379 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297403.3351868 Edm = 0.0765946 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297399.5086118 Edm = 3.70661 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297392.6628638 Edm = 2.65279 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297388.6142112 Edm = 1.07595 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297387.8762753 Edm = 0.457138 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297387.5954729 Edm = 0.0878458 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297387.5313252 Edm = 0.0129318 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297387.518722 Edm = 0.000744919 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297387.5174169 Edm = 0.000401957 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297387.5063147 Edm = 0.0114971 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297387.2987008 Edm = 0.193615 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297385.0240811 Edm = 0.665623 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297384.1341412 Edm = 0.286804 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297383.954319 Edm = 0.122511 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297383.7823966 Edm = 0.0504333 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297383.6817229 Edm = 0.024434 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297383.6619666 Edm = 0.00182611 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297383.6597618 Edm = 0.000194008 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297383.6588018 Edm = 0.000703636 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297383.6097548 Edm = 0.0412998 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297378.1130002 Edm = 2.64118 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297374.7761134 Edm = 2.48429 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297371.6159805 Edm = 0.368648 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297371.2469551 Edm = 0.173887 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297371.1435415 Edm = 0.0267994 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297371.112896 Edm = 0.00572191 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297371.1049234 Edm = 0.000796524 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297371.1037997 Edm = 0.000276224 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297371.1035613 Edm = 9.7848e-05 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297371.1031232 Edm = 0.000428938 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297371.0799224 Edm = 0.0262811 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297371.0750329 Edm = 0.00482295 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297370.9768381 Edm = 0.0230088 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297370.404453 Edm = 0.26181 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297369.392846 Edm = 0.0375135 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297369.3566804 Edm = 0.0042788 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297369.3535257 Edm = 0.000154077 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297369.353223 Edm = 0.000156583 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297369.3495032 Edm = 0.00337065 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297369.2795257 Edm = 0.0683868 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297368.9894325 Edm = 0.215749 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297367.7602558 Edm = 0.0366944 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297367.7219321 Edm = 0.00290627 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297367.719457 Edm = 0.000269175 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297367.7191841 Edm = 2.76323e-05 NCalls = 309 -VariableMetric: After Hessian - FCN = 297367.7191841 Edm = 1.5939 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297367.7191841 Edm = 1.5939 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297366.3982919 Edm = 2.25606 NCalls = 785 -VariableMetric: Iteration # 100 - FCN = 297365.2140617 Edm = 0.210091 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297364.7131144 Edm = 0.631954 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297364.4087221 Edm = 1.43649 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297363.9153413 Edm = 3.78143 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297359.5536901 Edm = 2.79447 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297359.4446782 Edm = 0.390581 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297358.5111967 Edm = 1.24339 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297357.425042 Edm = 0.673507 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297356.542903 Edm = 0.114829 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297356.340448 Edm = 0.0538334 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297356.2301929 Edm = 0.0282721 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297356.1817316 Edm = 0.0144873 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297356.1589699 Edm = 0.00618807 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297356.1489151 Edm = 0.00327536 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297356.1428952 Edm = 0.00178814 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297356.1356569 Edm = 0.00166362 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297356.1328008 Edm = 0.000485269 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297356.1322149 Edm = 4.47882e-05 NCalls = 837 -VariableMetric: After Hessian - FCN = 297356.1322149 Edm = 4.32181e-05 NCalls = 1322 -VariableMetric: Iteration # 118 - FCN = 297356.1322149 Edm = 4.32181e-05 NCalls = 1322 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 355385.4214052 Edm = 2826.34 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 355385.4214052 Edm = 2826.34 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 328614.9976642 Edm = 34.6703 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 328425.465478 Edm = 331.277 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 311418.4523141 Edm = 1158.73 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 307630.0251123 Edm = 4.1406e+07 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 304330.2153852 Edm = 7.86615e+07 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302546.7696625 Edm = 4.62075e+07 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 301649.2414188 Edm = 3.79596e+06 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 300667.384841 Edm = 6.28541e+06 NCalls = 55 -VariableMetric: Iteration # 9 - FCN = 300302.8235259 Edm = 1.53769e+06 NCalls = 64 -VariableMetric: Iteration # 10 - FCN = 300133.1530832 Edm = 1.04045e+06 NCalls = 73 -VariableMetric: Iteration # 11 - FCN = 299924.5329256 Edm = 1.12816e+06 NCalls = 82 -VariableMetric: Iteration # 12 - FCN = 299606.2755385 Edm = 300800 NCalls = 93 -VariableMetric: Iteration # 13 - FCN = 298923.7104393 Edm = 113573 NCalls = 99 -VariableMetric: Iteration # 14 - FCN = 298831.6674803 Edm = 163976 NCalls = 104 -VariableMetric: Iteration # 15 - FCN = 298632.2739536 Edm = 184391 NCalls = 108 -VariableMetric: Iteration # 16 - FCN = 298415.7482907 Edm = 23266 NCalls = 113 -VariableMetric: Iteration # 17 - FCN = 298270.4848645 Edm = 21990.9 NCalls = 117 -VariableMetric: Iteration # 18 - FCN = 298201.5509816 Edm = 15530.2 NCalls = 121 -VariableMetric: Iteration # 19 - FCN = 298153.7077467 Edm = 11077.6 NCalls = 125 -VariableMetric: Iteration # 20 - FCN = 298094.5951879 Edm = 1669.92 NCalls = 129 -VariableMetric: Iteration # 21 - FCN = 298060.7974539 Edm = 6680.4 NCalls = 132 -VariableMetric: Iteration # 22 - FCN = 298001.2574239 Edm = 6541.21 NCalls = 135 -VariableMetric: Iteration # 23 - FCN = 297816.6481399 Edm = 4282.65 NCalls = 137 -VariableMetric: Iteration # 24 - FCN = 297759.8391333 Edm = 976.4 NCalls = 140 -VariableMetric: Iteration # 25 - FCN = 297708.4496463 Edm = 357.479 NCalls = 143 -VariableMetric: Iteration # 26 - FCN = 297694.8281046 Edm = 410.078 NCalls = 145 -VariableMetric: Iteration # 27 - FCN = 297662.588533 Edm = 44.3369 NCalls = 147 -VariableMetric: Iteration # 28 - FCN = 297657.1344214 Edm = 40.2488 NCalls = 149 -VariableMetric: Iteration # 29 - FCN = 297648.9989369 Edm = 15.8453 NCalls = 151 -VariableMetric: Iteration # 30 - FCN = 297627.9817115 Edm = 111.59 NCalls = 154 -VariableMetric: Iteration # 31 - FCN = 297622.9387692 Edm = 11.4586 NCalls = 156 -VariableMetric: Iteration # 32 - FCN = 297616.1772613 Edm = 18.773 NCalls = 159 -VariableMetric: Iteration # 33 - FCN = 297599.8920625 Edm = 33.7816 NCalls = 167 -VariableMetric: Iteration # 34 - FCN = 297596.7774708 Edm = 15.0708 NCalls = 169 -VariableMetric: Iteration # 35 - FCN = 297557.7590287 Edm = 26.0719 NCalls = 174 -VariableMetric: Iteration # 36 - FCN = 297555.1744822 Edm = 7.34537 NCalls = 176 -VariableMetric: Iteration # 37 - FCN = 297547.8186858 Edm = 14.7467 NCalls = 179 -VariableMetric: Iteration # 38 - FCN = 297543.3868106 Edm = 0.222471 NCalls = 182 -VariableMetric: Iteration # 39 - FCN = 297543.3715336 Edm = 142.859 NCalls = 184 -VariableMetric: Iteration # 40 - FCN = 297493.9270604 Edm = 48.441 NCalls = 186 -VariableMetric: Iteration # 41 - FCN = 297426.2047843 Edm = 64.5708 NCalls = 188 -VariableMetric: Iteration # 42 - FCN = 297387.7466696 Edm = 42.8825 NCalls = 191 -VariableMetric: Iteration # 43 - FCN = 297376.6432237 Edm = 19.7401 NCalls = 193 -VariableMetric: Iteration # 44 - FCN = 297363.0176497 Edm = 6.65765 NCalls = 197 -VariableMetric: Iteration # 45 - FCN = 297357.1062175 Edm = 9.35406 NCalls = 198 -VariableMetric: Iteration # 46 - FCN = 297347.2171544 Edm = 9.29883 NCalls = 201 -VariableMetric: Iteration # 47 - FCN = 297339.7856761 Edm = 13.0064 NCalls = 204 -VariableMetric: Iteration # 48 - FCN = 297326.3729378 Edm = 11.5166 NCalls = 208 -VariableMetric: Iteration # 49 - FCN = 297313.0393439 Edm = 19.9729 NCalls = 212 -VariableMetric: Iteration # 50 - FCN = 297304.2577511 Edm = 6.12992 NCalls = 214 -VariableMetric: Iteration # 51 - FCN = 297300.1713544 Edm = 3.16472 NCalls = 216 -VariableMetric: Iteration # 52 - FCN = 297297.9873652 Edm = 1.07712 NCalls = 217 -VariableMetric: Iteration # 53 - FCN = 297297.3402302 Edm = 0.394133 NCalls = 219 -VariableMetric: Iteration # 54 - FCN = 297296.9559384 Edm = 0.160897 NCalls = 221 -VariableMetric: Iteration # 55 - FCN = 297296.7866194 Edm = 0.0737212 NCalls = 223 -VariableMetric: Iteration # 56 - FCN = 297296.6287488 Edm = 0.0598731 NCalls = 225 -VariableMetric: Iteration # 57 - FCN = 297296.4832038 Edm = 0.0675815 NCalls = 227 -VariableMetric: Iteration # 58 - FCN = 297296.3373595 Edm = 0.0763435 NCalls = 229 -VariableMetric: Iteration # 59 - FCN = 297296.1311645 Edm = 0.137839 NCalls = 232 -VariableMetric: Iteration # 60 - FCN = 297295.812247 Edm = 0.257135 NCalls = 235 -VariableMetric: Iteration # 61 - FCN = 297295.6309792 Edm = 0.225772 NCalls = 237 -VariableMetric: Iteration # 62 - FCN = 297295.3972351 Edm = 0.0722829 NCalls = 239 -VariableMetric: Iteration # 63 - FCN = 297295.3165304 Edm = 0.0507693 NCalls = 241 -VariableMetric: Iteration # 64 - FCN = 297295.2458867 Edm = 0.0277083 NCalls = 244 -VariableMetric: Iteration # 65 - FCN = 297295.207217 Edm = 0.015086 NCalls = 246 -VariableMetric: Iteration # 66 - FCN = 297295.1741065 Edm = 0.019045 NCalls = 248 -VariableMetric: Iteration # 67 - FCN = 297295.1392875 Edm = 0.0173967 NCalls = 251 -VariableMetric: Iteration # 68 - FCN = 297295.1177562 Edm = 0.00938244 NCalls = 253 -VariableMetric: Iteration # 69 - FCN = 297295.0930096 Edm = 0.012294 NCalls = 255 -VariableMetric: Iteration # 70 - FCN = 297295.0143954 Edm = 0.0313416 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297294.9607021 Edm = 0.0322798 NCalls = 261 -VariableMetric: Iteration # 72 - FCN = 297294.9189961 Edm = 0.0192926 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297294.8835884 Edm = 0.0059579 NCalls = 265 -VariableMetric: Iteration # 74 - FCN = 297294.8733523 Edm = 0.00621372 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297294.8570389 Edm = 0.00754691 NCalls = 270 -VariableMetric: Iteration # 76 - FCN = 297294.838169 Edm = 0.0103264 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297294.8255437 Edm = 0.0089255 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297294.8106822 Edm = 0.00556538 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297294.7888516 Edm = 0.0169328 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297294.7620258 Edm = 0.0201156 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297294.7229081 Edm = 0.0151331 NCalls = 289 -VariableMetric: Iteration # 82 - FCN = 297294.6951927 Edm = 0.0121346 NCalls = 291 -VariableMetric: Iteration # 83 - FCN = 297294.6815793 Edm = 0.0175146 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297294.6600091 Edm = 0.0245901 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297294.6304864 Edm = 0.0269818 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297294.6140882 Edm = 0.0124192 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297294.5933534 Edm = 0.00770714 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297294.5767123 Edm = 0.0101414 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297294.5550142 Edm = 0.00648782 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297294.5428238 Edm = 0.00965239 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297294.538775 Edm = 0.00211292 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297294.5352381 Edm = 0.00117831 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297294.530454 Edm = 0.0025049 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297294.5238033 Edm = 0.00226214 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297294.5165842 Edm = 0.00441209 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297294.4336644 Edm = 0.0898859 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297294.3245573 Edm = 0.178053 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297294.3132586 Edm = 0.0311498 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297294.1936299 Edm = 0.140786 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297294.1447887 Edm = 0.0549685 NCalls = 342 -VariableMetric: Iteration # 101 - FCN = 297293.9004221 Edm = 0.276575 NCalls = 347 -VariableMetric: Iteration # 102 - FCN = 297293.8945007 Edm = 0.00711808 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297293.8733435 Edm = 0.0323573 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297293.6078774 Edm = 0.180165 NCalls = 358 -VariableMetric: Iteration # 105 - FCN = 297293.6013907 Edm = 0.0149154 NCalls = 360 -VariableMetric: Iteration # 106 - FCN = 297293.5923256 Edm = 0.0244361 NCalls = 363 -VariableMetric: Iteration # 107 - FCN = 297293.4043876 Edm = 0.163002 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297292.5497369 Edm = 2.24289 NCalls = 370 -VariableMetric: Iteration # 109 - FCN = 297291.1991507 Edm = 7.03005 NCalls = 375 -VariableMetric: Iteration # 110 - FCN = 297290.2450991 Edm = 4.43917 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297289.5917906 Edm = 5.28462 NCalls = 382 -VariableMetric: Iteration # 112 - FCN = 297286.9581905 Edm = 6.0961 NCalls = 387 -VariableMetric: Iteration # 113 - FCN = 297283.2488894 Edm = 8.89831 NCalls = 391 -VariableMetric: Iteration # 114 - FCN = 297282.6386611 Edm = 2.69904 NCalls = 393 -VariableMetric: Iteration # 115 - FCN = 297282.0344276 Edm = 1.20438 NCalls = 395 -VariableMetric: Iteration # 116 - FCN = 297281.3176382 Edm = 1.40299 NCalls = 398 -VariableMetric: Iteration # 117 - FCN = 297280.3383292 Edm = 1.10162 NCalls = 401 -VariableMetric: Iteration # 118 - FCN = 297280.1121918 Edm = 0.388215 NCalls = 404 -VariableMetric: Iteration # 119 - FCN = 297279.8629626 Edm = 0.0595057 NCalls = 406 -VariableMetric: Iteration # 120 - FCN = 297279.8077543 Edm = 0.0268386 NCalls = 408 -VariableMetric: Iteration # 121 - FCN = 297279.7593876 Edm = 0.00909528 NCalls = 410 -VariableMetric: Iteration # 122 - FCN = 297279.7457587 Edm = 0.00362557 NCalls = 412 -VariableMetric: Iteration # 123 - FCN = 297279.7359273 Edm = 0.00559313 NCalls = 414 -VariableMetric: Iteration # 124 - FCN = 297279.7111217 Edm = 0.0115962 NCalls = 416 -VariableMetric: Iteration # 125 - FCN = 297279.6743473 Edm = 0.017946 NCalls = 418 -VariableMetric: Iteration # 126 - FCN = 297279.6327973 Edm = 0.0208208 NCalls = 420 -VariableMetric: Iteration # 127 - FCN = 297279.5864509 Edm = 0.0115338 NCalls = 422 -VariableMetric: Iteration # 128 - FCN = 297279.5697119 Edm = 0.00324701 NCalls = 424 -VariableMetric: Iteration # 129 - FCN = 297279.5650526 Edm = 0.00167406 NCalls = 426 -VariableMetric: Iteration # 130 - FCN = 297279.5597843 Edm = 0.00288963 NCalls = 428 -VariableMetric: Iteration # 131 - FCN = 297279.5528144 Edm = 0.00297978 NCalls = 431 -VariableMetric: Iteration # 132 - FCN = 297279.5458813 Edm = 0.00445601 NCalls = 433 -VariableMetric: Iteration # 133 - FCN = 297279.5333469 Edm = 0.0052313 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297279.5272841 Edm = 0.0022925 NCalls = 438 -VariableMetric: Iteration # 135 - FCN = 297279.525694 Edm = 0.000449164 NCalls = 440 -VariableMetric: Iteration # 136 - FCN = 297279.5249682 Edm = 0.000262135 NCalls = 442 -VariableMetric: Iteration # 137 - FCN = 297279.5233413 Edm = 0.00112525 NCalls = 445 -VariableMetric: Iteration # 138 - FCN = 297279.5174377 Edm = 0.0100969 NCalls = 447 -VariableMetric: Iteration # 139 - FCN = 297279.5150141 Edm = 0.00317668 NCalls = 450 -VariableMetric: Iteration # 140 - FCN = 297279.4941117 Edm = 0.0211801 NCalls = 455 -VariableMetric: Iteration # 141 - FCN = 297279.4919235 Edm = 0.00599862 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297279.4754784 Edm = 0.0194486 NCalls = 462 -VariableMetric: Iteration # 143 - FCN = 297279.4624545 Edm = 0.0246503 NCalls = 466 -VariableMetric: Iteration # 144 - FCN = 297279.4220707 Edm = 0.0600299 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297279.4128927 Edm = 0.0155231 NCalls = 476 -VariableMetric: Iteration # 146 - FCN = 297279.3755563 Edm = 0.0442793 NCalls = 480 -VariableMetric: Iteration # 147 - FCN = 297279.337304 Edm = 0.0315532 NCalls = 484 -VariableMetric: Iteration # 148 - FCN = 297279.2360456 Edm = 0.062342 NCalls = 487 -VariableMetric: Iteration # 149 - FCN = 297279.2065206 Edm = 0.0107279 NCalls = 489 -VariableMetric: Iteration # 150 - FCN = 297279.1864573 Edm = 0.00738306 NCalls = 491 -VariableMetric: Iteration # 151 - FCN = 297279.180084 Edm = 0.00173561 NCalls = 493 -VariableMetric: Iteration # 152 - FCN = 297279.1782474 Edm = 0.000291959 NCalls = 495 -VariableMetric: Iteration # 153 - FCN = 297279.1779357 Edm = 6.88122e-05 NCalls = 497 -VariableMetric: After Hessian - FCN = 297279.1779357 Edm = 0.185705 NCalls = 1020 -VariableMetric: Iteration # 154 - FCN = 297279.1779357 Edm = 0.185705 NCalls = 1020 -VariableMetric: Iteration # 155 - FCN = 297279.1619397 Edm = 0.0984815 NCalls = 1022 -VariableMetric: Iteration # 156 - FCN = 297279.1021642 Edm = 0.0619752 NCalls = 1025 -VariableMetric: Iteration # 157 - FCN = 297279.0267548 Edm = 0.0167646 NCalls = 1028 -VariableMetric: Iteration # 158 - FCN = 297278.992298 Edm = 0.0229879 NCalls = 1030 -VariableMetric: Iteration # 159 - FCN = 297278.9828198 Edm = 0.003563 NCalls = 1031 -VariableMetric: Iteration # 160 - FCN = 297278.9765506 Edm = 0.000686703 NCalls = 1033 -VariableMetric: Iteration # 161 - FCN = 297278.9753913 Edm = 0.000264253 NCalls = 1035 -VariableMetric: Iteration # 162 - FCN = 297278.9747137 Edm = 0.000641185 NCalls = 1037 -VariableMetric: Iteration # 163 - FCN = 297278.9743941 Edm = 0.000674629 NCalls = 1039 -VariableMetric: Iteration # 164 - FCN = 297278.9735071 Edm = 0.000234278 NCalls = 1042 -VariableMetric: Iteration # 165 - FCN = 297278.9729206 Edm = 0.000245221 NCalls = 1044 -VariableMetric: Iteration # 166 - FCN = 297278.9721436 Edm = 0.000319188 NCalls = 1047 -VariableMetric: Iteration # 167 - FCN = 297278.9717032 Edm = 0.000145077 NCalls = 1049 -VariableMetric: Iteration # 168 - FCN = 297278.971374 Edm = 0.000121448 NCalls = 1052 -VariableMetric: Iteration # 169 - FCN = 297278.9712221 Edm = 2.04819e-05 NCalls = 1054 -VariableMetric: After Hessian - FCN = 297278.9712221 Edm = 0.000225879 NCalls = 1591 -VariableMetric: Iteration # 170 - FCN = 297278.9712221 Edm = 0.000225879 NCalls = 1591 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314486.6594964 Edm = 70.9281 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314486.6594964 Edm = 70.9281 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299490.1970467 Edm = 0.523777 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299488.4632682 Edm = 0.652187 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298754.013882 Edm = 3.57138 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298614.9563295 Edm = 13.4016 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298553.021803 Edm = 31.5349 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298356.6313935 Edm = 1557.61 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297889.2961683 Edm = 7.96038 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297882.2633662 Edm = 0.651915 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297878.3268491 Edm = 1.42118 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297874.9205865 Edm = 2.9598 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297872.2921239 Edm = 2.18773 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297868.2732862 Edm = 1.74209 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297864.0700562 Edm = 7.85583 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297848.5441934 Edm = 8.97285 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297846.3078162 Edm = 11.2463 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297833.8972638 Edm = 3.6446 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297830.9320219 Edm = 2.86257 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297824.7047453 Edm = 1.56453 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297823.3211631 Edm = 0.591573 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297822.549134 Edm = 0.565791 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297814.3591473 Edm = 7.19221 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297732.0026316 Edm = 21.7232 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297714.8541506 Edm = 2.04797 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297712.6034926 Edm = 0.661518 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297708.3386333 Edm = 1.9458 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297707.0433269 Edm = 0.889967 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297705.6539939 Edm = 0.503954 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297704.6294883 Edm = 1.23605 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297702.21685 Edm = 1.99898 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297701.6129567 Edm = 1.0174 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297700.37361 Edm = 1.52038 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297699.503068 Edm = 0.489786 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297695.8776024 Edm = 2.38409 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297688.2986393 Edm = 18.7587 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297685.9554561 Edm = 2.46174 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297681.5867726 Edm = 1.1258 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297679.222397 Edm = 2.28811 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297678.6036398 Edm = 0.467148 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297677.3309709 Edm = 0.72614 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297658.1177713 Edm = 28.8179 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297656.6872321 Edm = 1.99448 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297643.349199 Edm = 13.6145 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297462.5888697 Edm = 37.0819 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297410.6254058 Edm = 2.12915 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297407.4427769 Edm = 0.165041 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297407.2431914 Edm = 0.0192984 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297406.8690579 Edm = 0.261314 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297405.6130351 Edm = 0.305184 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297404.2763544 Edm = 1.52237 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297403.4312561 Edm = 1.70518 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297401.8404013 Edm = 2.39567 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297399.7055549 Edm = 1.41334 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297395.9009218 Edm = 4.45133 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297387.4638753 Edm = 13.4978 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297381.7792566 Edm = 8.27796 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297367.758083 Edm = 7.26573 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297352.2540485 Edm = 22.4171 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297345.4971195 Edm = 13.4763 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297325.8695859 Edm = 19.0066 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297317.7519604 Edm = 4.86442 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297306.1073074 Edm = 2.57308 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297303.9563517 Edm = 0.831652 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297303.3496659 Edm = 0.098074 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297303.2371018 Edm = 0.0282883 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297303.1101774 Edm = 0.125819 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297300.7823328 Edm = 1.9478 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297278.0417157 Edm = 10.733 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297272.6363988 Edm = 2.77231 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297271.0545577 Edm = 1.46791 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297269.7545901 Edm = 0.072555 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297269.6979187 Edm = 0.0055698 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297269.6871741 Edm = 0.0126372 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297269.4324445 Edm = 0.261016 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297267.0392237 Edm = 1.7652 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297258.397427 Edm = 1.07887 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297256.8964719 Edm = 0.190904 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297256.5434816 Edm = 0.122805 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297256.3137061 Edm = 0.136746 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297255.9031887 Edm = 0.0733197 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297255.7262327 Edm = 0.0597642 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297255.6226933 Edm = 0.214113 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297255.4290569 Edm = 0.0369452 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297255.3970368 Edm = 0.0533021 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297255.2465716 Edm = 0.131807 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297255.146139 Edm = 0.113951 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297254.9486264 Edm = 0.0748092 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297254.8222458 Edm = 0.238017 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297254.4716076 Edm = 0.388125 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297254.3024563 Edm = 0.158707 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297254.0036012 Edm = 0.0989359 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297253.8342111 Edm = 0.36816 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297253.084423 Edm = 0.434683 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297252.9256487 Edm = 0.246576 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297252.6221869 Edm = 0.117972 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297252.5546369 Edm = 0.528062 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297252.3888311 Edm = 0.152927 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297252.2603604 Edm = 0.0955534 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297251.7595525 Edm = 0.364262 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297251.5333966 Edm = 0.372367 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297250.9852932 Edm = 0.15445 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297250.7164162 Edm = 0.474081 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297249.9631894 Edm = 0.552465 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297249.6789827 Edm = 0.492869 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297248.9468712 Edm = 0.24648 NCalls = 350 -VariableMetric: Iteration # 105 - FCN = 297248.5307249 Edm = 0.889726 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297247.33968 Edm = 0.601323 NCalls = 359 -VariableMetric: Iteration # 107 - FCN = 297246.9263968 Edm = 1.39137 NCalls = 361 -VariableMetric: Iteration # 108 - FCN = 297245.8615269 Edm = 0.564995 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297245.2105201 Edm = 1.16426 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297243.9305727 Edm = 0.747869 NCalls = 372 -VariableMetric: Iteration # 111 - FCN = 297243.2495642 Edm = 1.27975 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297242.2326976 Edm = 0.270036 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297241.9637255 Edm = 0.307273 NCalls = 379 -VariableMetric: Iteration # 114 - FCN = 297241.4341945 Edm = 0.0863314 NCalls = 381 -VariableMetric: Iteration # 115 - FCN = 297241.3880908 Edm = 0.00507277 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297241.3806819 Edm = 0.00248373 NCalls = 385 -VariableMetric: Iteration # 117 - FCN = 297241.3283175 Edm = 0.0774138 NCalls = 389 -VariableMetric: Iteration # 118 - FCN = 297241.0036784 Edm = 0.329014 NCalls = 394 -VariableMetric: Iteration # 119 - FCN = 297240.6363957 Edm = 0.340289 NCalls = 400 -VariableMetric: Iteration # 120 - FCN = 297236.1079882 Edm = 1.54216 NCalls = 404 -VariableMetric: Iteration # 121 - FCN = 297234.5102719 Edm = 0.484775 NCalls = 407 -VariableMetric: Iteration # 122 - FCN = 297233.6193512 Edm = 0.288262 NCalls = 410 -VariableMetric: Iteration # 123 - FCN = 297233.4891491 Edm = 0.0609436 NCalls = 412 -VariableMetric: Iteration # 124 - FCN = 297233.430905 Edm = 0.00610402 NCalls = 414 -VariableMetric: Iteration # 125 - FCN = 297233.4211066 Edm = 0.00110985 NCalls = 416 -VariableMetric: Iteration # 126 - FCN = 297233.4145446 Edm = 0.00548344 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297233.1220138 Edm = 0.309223 NCalls = 425 -VariableMetric: Iteration # 128 - FCN = 297233.0814672 Edm = 0.0396202 NCalls = 429 -VariableMetric: Iteration # 129 - FCN = 297232.6136533 Edm = 0.479853 NCalls = 436 -VariableMetric: Iteration # 130 - FCN = 297232.6080389 Edm = 0.00478825 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297232.066892 Edm = 0.597512 NCalls = 445 -VariableMetric: Iteration # 132 - FCN = 297232.0635026 Edm = 0.001802 NCalls = 447 -VariableMetric: Iteration # 133 - FCN = 297232.0233804 Edm = 0.0569236 NCalls = 451 -VariableMetric: Iteration # 134 - FCN = 297232.0043308 Edm = 0.0181069 NCalls = 455 -VariableMetric: Iteration # 135 - FCN = 297231.7241464 Edm = 0.214943 NCalls = 461 -VariableMetric: Iteration # 136 - FCN = 297227.6091983 Edm = 0.73146 NCalls = 465 -VariableMetric: Iteration # 137 - FCN = 297226.5207106 Edm = 0.31965 NCalls = 468 -VariableMetric: Iteration # 138 - FCN = 297226.0540223 Edm = 0.0816241 NCalls = 471 -VariableMetric: Iteration # 139 - FCN = 297226.0062608 Edm = 0.00513963 NCalls = 473 -VariableMetric: Iteration # 140 - FCN = 297226.0014119 Edm = 0.000599735 NCalls = 474 -VariableMetric: Iteration # 141 - FCN = 297226.00031 Edm = 0.000351761 NCalls = 476 -VariableMetric: Iteration # 142 - FCN = 297225.9993344 Edm = 0.000648588 NCalls = 478 -VariableMetric: Iteration # 143 - FCN = 297225.9828926 Edm = 0.0120464 NCalls = 483 -VariableMetric: Iteration # 144 - FCN = 297225.5200417 Edm = 0.371532 NCalls = 487 -VariableMetric: Iteration # 145 - FCN = 297222.9039557 Edm = 0.314636 NCalls = 490 -VariableMetric: Iteration # 146 - FCN = 297222.7231022 Edm = 0.036406 NCalls = 492 -VariableMetric: Iteration # 147 - FCN = 297222.6890618 Edm = 0.00136717 NCalls = 494 -VariableMetric: Iteration # 148 - FCN = 297222.6875075 Edm = 0.000227581 NCalls = 496 -VariableMetric: Iteration # 149 - FCN = 297222.6861192 Edm = 0.00125377 NCalls = 499 -VariableMetric: Iteration # 150 - FCN = 297222.4236186 Edm = 0.0663092 NCalls = 506 -VariableMetric: Iteration # 151 - FCN = 297221.1344058 Edm = 0.605376 NCalls = 508 -VariableMetric: Iteration # 152 - FCN = 297219.648863 Edm = 0.0333752 NCalls = 510 -VariableMetric: Iteration # 153 - FCN = 297219.6242531 Edm = 0.000978832 NCalls = 512 -VariableMetric: Iteration # 154 - FCN = 297219.6229581 Edm = 0.000186664 NCalls = 514 -VariableMetric: Iteration # 155 - FCN = 297219.6197365 Edm = 0.00292609 NCalls = 518 -VariableMetric: Iteration # 156 - FCN = 297219.450287 Edm = 0.175603 NCalls = 523 -VariableMetric: Iteration # 157 - FCN = 297219.3076853 Edm = 0.126272 NCalls = 528 -VariableMetric: Iteration # 158 - FCN = 297217.6603032 Edm = 0.0714117 NCalls = 531 -VariableMetric: Iteration # 159 - FCN = 297217.6088944 Edm = 0.00213197 NCalls = 533 -VariableMetric: Iteration # 160 - FCN = 297217.6065937 Edm = 7.33668e-05 NCalls = 535 -VariableMetric: After Hessian - FCN = 297217.6065937 Edm = 3.76411 NCalls = 1008 -VariableMetric: Iteration # 161 - FCN = 297217.6065937 Edm = 3.76411 NCalls = 1008 -VariableMetric: Iteration # 162 - FCN = 297213.9131553 Edm = 0.207664 NCalls = 1009 -VariableMetric: Iteration # 163 - FCN = 297213.667457 Edm = 0.0632216 NCalls = 1011 -VariableMetric: Iteration # 164 - FCN = 297213.5702236 Edm = 0.0323597 NCalls = 1013 -VariableMetric: Iteration # 165 - FCN = 297213.5217947 Edm = 0.00744367 NCalls = 1015 -VariableMetric: Iteration # 166 - FCN = 297213.5086883 Edm = 0.00171265 NCalls = 1017 -VariableMetric: Iteration # 167 - FCN = 297213.504977 Edm = 0.00213828 NCalls = 1019 -VariableMetric: Iteration # 168 - FCN = 297213.4995931 Edm = 0.00135207 NCalls = 1022 -VariableMetric: Iteration # 169 - FCN = 297213.4976979 Edm = 0.00055739 NCalls = 1025 -VariableMetric: Iteration # 170 - FCN = 297213.4962278 Edm = 0.000659683 NCalls = 1028 -VariableMetric: Iteration # 171 - FCN = 297213.4946799 Edm = 0.000669301 NCalls = 1031 -VariableMetric: Iteration # 172 - FCN = 297213.4939746 Edm = 0.000578104 NCalls = 1033 -VariableMetric: Iteration # 173 - FCN = 297213.4933006 Edm = 0.000132873 NCalls = 1036 -VariableMetric: Iteration # 174 - FCN = 297213.4931291 Edm = 9.8964e-06 NCalls = 1038 -VariableMetric: After Hessian - FCN = 297213.4931291 Edm = 1.41589e-05 NCalls = 1515 -VariableMetric: Iteration # 175 - FCN = 297213.4931291 Edm = 1.41589e-05 NCalls = 1515 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310991.5682464 Edm = 57.8929 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310991.5682464 Edm = 57.8929 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299437.77241 Edm = 3.57991 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299361.4412082 Edm = 7.85898 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298241.5175505 Edm = 420.377 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 297866.5028478 Edm = 20.539 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297838.5650331 Edm = 6.913 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297825.5639591 Edm = 0.722705 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297824.9423481 Edm = 0.0831065 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297824.24026 Edm = 0.465974 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297704.0881268 Edm = 78.3096 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297628.0804521 Edm = 2.29101 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297625.7168397 Edm = 1.44657 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297623.6984268 Edm = 0.18309 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297622.9589632 Edm = 0.726719 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297617.6280123 Edm = 4.08735 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297584.9219068 Edm = 2.78585 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297582.762526 Edm = 0.267383 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297582.3077624 Edm = 0.139537 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297580.980328 Edm = 1.24682 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297502.2874692 Edm = 54.7882 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297365.4761141 Edm = 14.5763 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297339.6566136 Edm = 11.5257 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297318.9841429 Edm = 7.91471 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297310.3336108 Edm = 0.334437 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297309.9663252 Edm = 0.0484148 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297309.9341068 Edm = 0.00498393 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297309.9179213 Edm = 0.0103097 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297295.1366816 Edm = 2.54266 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297274.1447314 Edm = 1.0002 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297272.8811906 Edm = 0.243998 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297272.6548466 Edm = 0.0485575 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297272.6150951 Edm = 0.00361747 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297272.6095414 Edm = 0.00176543 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297272.2474949 Edm = 0.304902 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297263.2557595 Edm = 1.23236 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297261.9231743 Edm = 0.129113 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297261.8044128 Edm = 0.00482136 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297261.7995229 Edm = 0.000443414 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297261.7964842 Edm = 0.00240074 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297261.533901 Edm = 0.216737 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297258.4638461 Edm = 0.584847 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297257.6679588 Edm = 0.00364197 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297257.6641813 Edm = 0.000169482 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297257.6635084 Edm = 0.000486575 NCalls = 133 -VariableMetric: Iteration # 44 - FCN = 297257.5626071 Edm = 0.101688 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297257.3317051 Edm = 0.216446 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297252.5190599 Edm = 0.581677 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297252.1222918 Edm = 0.0487121 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297252.058104 Edm = 0.00548128 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297252.0512105 Edm = 0.000155373 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297252.0508622 Edm = 0.000227521 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297252.0314709 Edm = 0.016793 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297251.0287841 Edm = 0.622059 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297249.4265944 Edm = 1.47902 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297248.7980084 Edm = 0.663012 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297247.4864815 Edm = 0.518304 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297246.2449109 Edm = 1.46078 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297245.9059611 Edm = 0.495597 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297245.0193965 Edm = 0.33695 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297244.5663577 Edm = 0.639217 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297244.1637742 Edm = 0.382317 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297243.637767 Edm = 0.1332 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297243.0558448 Edm = 2.20103 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297240.6066378 Edm = 4.65461 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297240.4427638 Edm = 2.45807 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297239.2833094 Edm = 3.20201 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297237.1618344 Edm = 0.871988 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297236.2955155 Edm = 0.731136 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297235.3072359 Edm = 0.721096 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297233.7665887 Edm = 2.26057 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297231.3644633 Edm = 0.94136 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297230.6963443 Edm = 0.317621 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297230.4945448 Edm = 0.0235105 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297230.4699274 Edm = 0.00352584 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297230.4632667 Edm = 0.00147674 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297230.4606649 Edm = 0.000575145 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297230.4466599 Edm = 0.012108 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297229.6169491 Edm = 0.597584 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297223.5302461 Edm = 0.265641 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297223.3475801 Edm = 0.0544221 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297223.3031043 Edm = 0.00210349 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297223.3006551 Edm = 0.000152782 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297223.3004635 Edm = 5.31305e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297223.3004635 Edm = 369.759 NCalls = 737 -VariableMetric: Iteration # 83 - FCN = 297223.3004635 Edm = 369.759 NCalls = 737 -VariableMetric: Iteration # 84 - FCN = 297222.5806284 Edm = 102.39 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297218.7698431 Edm = 1.74435 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297218.4953849 Edm = 1.75025 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297217.3966158 Edm = 0.671621 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297215.9528798 Edm = 0.611082 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297215.1366248 Edm = 0.576414 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297213.230012 Edm = 1.16596 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297212.6859453 Edm = 1.00046 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297211.7466264 Edm = 1.30382 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297210.3102138 Edm = 0.641243 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297209.940241 Edm = 0.187764 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297209.5544423 Edm = 0.250919 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297209.1674548 Edm = 0.0492759 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297209.08395 Edm = 0.0778499 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297208.9868143 Edm = 0.0555192 NCalls = 781 -VariableMetric: Iteration # 99 - FCN = 297208.8861495 Edm = 0.0189244 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297208.6756747 Edm = 0.0828344 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297208.5604333 Edm = 0.0201879 NCalls = 788 -VariableMetric: Iteration # 102 - FCN = 297208.5102695 Edm = 0.0346329 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297208.3579499 Edm = 0.0318529 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297208.3044509 Edm = 0.0248341 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297208.2146374 Edm = 0.0554476 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297208.0936615 Edm = 0.0255258 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297208.0165183 Edm = 0.0480693 NCalls = 803 -VariableMetric: Iteration # 108 - FCN = 297207.8 Edm = 0.0512472 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297207.7064658 Edm = 0.0354129 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297207.5993053 Edm = 0.0539978 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297207.4961281 Edm = 0.0503277 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297207.4327842 Edm = 0.0286615 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297207.3742287 Edm = 0.031763 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297207.2520903 Edm = 0.0672883 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297207.1822845 Edm = 0.0240462 NCalls = 825 -VariableMetric: Iteration # 116 - FCN = 297207.1306316 Edm = 0.0252548 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297207.0839663 Edm = 0.025179 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297207.0339796 Edm = 0.0246761 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297207.0051928 Edm = 0.0199708 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297206.9642665 Edm = 0.018703 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297206.9047836 Edm = 0.0173877 NCalls = 839 -VariableMetric: Iteration # 122 - FCN = 297206.8720258 Edm = 0.019174 NCalls = 842 -VariableMetric: Iteration # 123 - FCN = 297206.8341998 Edm = 0.0162414 NCalls = 844 -VariableMetric: Iteration # 124 - FCN = 297206.7948026 Edm = 0.0126041 NCalls = 846 -VariableMetric: Iteration # 125 - FCN = 297206.7498521 Edm = 0.01698 NCalls = 848 -VariableMetric: Iteration # 126 - FCN = 297206.7101088 Edm = 0.0250909 NCalls = 850 -VariableMetric: Iteration # 127 - FCN = 297206.6781079 Edm = 0.0262917 NCalls = 853 -VariableMetric: Iteration # 128 - FCN = 297206.559492 Edm = 0.0371219 NCalls = 857 -VariableMetric: Iteration # 129 - FCN = 297206.5060694 Edm = 0.0464378 NCalls = 860 -VariableMetric: Iteration # 130 - FCN = 297206.4806558 Edm = 0.0164653 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297206.4163058 Edm = 0.0272111 NCalls = 866 -VariableMetric: Iteration # 132 - FCN = 297206.3593432 Edm = 0.0112595 NCalls = 868 -VariableMetric: Iteration # 133 - FCN = 297206.3404923 Edm = 0.0199751 NCalls = 870 -VariableMetric: Iteration # 134 - FCN = 297206.3049982 Edm = 0.0222551 NCalls = 874 -VariableMetric: Iteration # 135 - FCN = 297206.2764461 Edm = 0.0418202 NCalls = 878 -VariableMetric: Iteration # 136 - FCN = 297206.2191153 Edm = 0.0168322 NCalls = 881 -VariableMetric: Iteration # 137 - FCN = 297206.1891829 Edm = 0.011102 NCalls = 883 -VariableMetric: Iteration # 138 - FCN = 297206.1430369 Edm = 0.0554588 NCalls = 886 -VariableMetric: Iteration # 139 - FCN = 297206.0621776 Edm = 0.0286489 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297206.0242605 Edm = 0.00954477 NCalls = 892 -VariableMetric: Iteration # 141 - FCN = 297205.9978703 Edm = 0.0130152 NCalls = 894 -VariableMetric: Iteration # 142 - FCN = 297205.9610208 Edm = 0.0132184 NCalls = 896 -VariableMetric: Iteration # 143 - FCN = 297205.9345186 Edm = 0.00645777 NCalls = 898 -VariableMetric: Iteration # 144 - FCN = 297205.9211987 Edm = 0.00492334 NCalls = 900 -VariableMetric: Iteration # 145 - FCN = 297205.9076894 Edm = 0.00987889 NCalls = 903 -VariableMetric: Iteration # 146 - FCN = 297205.885402 Edm = 0.00525298 NCalls = 906 -VariableMetric: Iteration # 147 - FCN = 297205.8753734 Edm = 0.00392727 NCalls = 908 -VariableMetric: Iteration # 148 - FCN = 297205.8715328 Edm = 0.0028889 NCalls = 910 -VariableMetric: Iteration # 149 - FCN = 297205.8631536 Edm = 0.00389135 NCalls = 912 -VariableMetric: Iteration # 150 - FCN = 297205.8498432 Edm = 0.0027561 NCalls = 915 -VariableMetric: Iteration # 151 - FCN = 297205.8414112 Edm = 0.00253847 NCalls = 917 -VariableMetric: Iteration # 152 - FCN = 297205.8355062 Edm = 0.000402494 NCalls = 919 -VariableMetric: Iteration # 153 - FCN = 297205.834575 Edm = 0.000407471 NCalls = 921 -VariableMetric: Iteration # 154 - FCN = 297205.8319386 Edm = 0.0023823 NCalls = 924 -VariableMetric: Iteration # 155 - FCN = 297205.8207926 Edm = 0.00523041 NCalls = 928 -VariableMetric: Iteration # 156 - FCN = 297205.8117452 Edm = 0.00307943 NCalls = 930 -VariableMetric: Iteration # 157 - FCN = 297205.8092185 Edm = 0.000657447 NCalls = 932 -VariableMetric: Iteration # 158 - FCN = 297205.8083241 Edm = 0.000133441 NCalls = 934 -VariableMetric: Iteration # 159 - FCN = 297205.8078999 Edm = 0.000119829 NCalls = 936 -VariableMetric: Iteration # 160 - FCN = 297205.8075326 Edm = 0.00010109 NCalls = 938 -VariableMetric: Iteration # 161 - FCN = 297205.8072877 Edm = 4.11775e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297205.8072877 Edm = 0.00125356 NCalls = 1423 -VariableMetric: Iteration # 162 - FCN = 297205.8072877 Edm = 0.00125356 NCalls = 1423 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318501.9958363 Edm = 54.5042 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318501.9958363 Edm = 54.5042 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302924.5523794 Edm = 14.12 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302523.0223181 Edm = 7446.08 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301778.7960683 Edm = 5520.94 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301668.1631856 Edm = 586.335 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 301508.8043044 Edm = 6.12251 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 301503.3075901 Edm = 3.58357 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 299505.6755834 Edm = 162.507 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298504.7816528 Edm = 1.45077 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298503.9796568 Edm = 0.663093 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298495.5019563 Edm = 7.51591 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297957.9795593 Edm = 90.3002 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297830.1067597 Edm = 7.30869 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297825.012986 Edm = 0.0915439 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297824.8761192 Edm = 0.0786495 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297806.625627 Edm = 18.7867 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297804.4037247 Edm = 2.18285 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297768.2511187 Edm = 23.504 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297700.7423496 Edm = 1.91248 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297698.4343082 Edm = 0.0381355 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297698.3242604 Edm = 0.0761699 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297662.2510522 Edm = 8.73018 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297604.8302089 Edm = 8.71408 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297594.1256982 Edm = 0.503829 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297593.4256899 Edm = 0.196154 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297593.2316712 Edm = 0.0162701 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297593.159425 Edm = 0.0556893 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297586.5526495 Edm = 3.13597 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297578.3130148 Edm = 0.0673473 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297578.2294299 Edm = 0.00757476 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297578.2201054 Edm = 0.00257794 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297578.1974379 Edm = 0.0183137 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297577.0083947 Edm = 1.08603 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297565.7676548 Edm = 0.194398 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297565.4728435 Edm = 0.0551107 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297560.7738615 Edm = 12.2416 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297557.3138415 Edm = 132744 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297556.3885453 Edm = 18416.4 NCalls = 148 -VariableMetric: Iteration # 38 - FCN = 297555.1497179 Edm = 100748 NCalls = 153 -VariableMetric: Iteration # 39 - FCN = 297548.9679818 Edm = 6373.85 NCalls = 158 -VariableMetric: Iteration # 40 - FCN = 297547.7912905 Edm = 1948.19 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297546.4347901 Edm = 441.485 NCalls = 167 -VariableMetric: Iteration # 42 - FCN = 297546.2046148 Edm = 2158.75 NCalls = 170 -VariableMetric: Iteration # 43 - FCN = 297546.0011642 Edm = 135.125 NCalls = 174 -VariableMetric: Iteration # 44 - FCN = 297545.4266185 Edm = 72.1877 NCalls = 177 -VariableMetric: Iteration # 45 - FCN = 297545.229035 Edm = 162.265 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297544.1862214 Edm = 87.0829 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297543.9560138 Edm = 28.3794 NCalls = 185 -VariableMetric: Iteration # 48 - FCN = 297543.64323 Edm = 42.2335 NCalls = 188 -VariableMetric: Iteration # 49 - FCN = 297543.1453967 Edm = 14.1023 NCalls = 190 -VariableMetric: Iteration # 50 - FCN = 297542.9217606 Edm = 14.9734 NCalls = 192 -VariableMetric: Iteration # 51 - FCN = 297542.466971 Edm = 9.05833 NCalls = 194 -VariableMetric: Iteration # 52 - FCN = 297542.2712225 Edm = 1.92508 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297542.0314252 Edm = 1.77006 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297541.6837241 Edm = 5.82474 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297540.998204 Edm = 4.51113 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297540.3059049 Edm = 24.9183 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297539.7147877 Edm = 7.90932 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297539.4493791 Edm = 0.931839 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297538.8625827 Edm = 8.43318 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297538.430052 Edm = 7.48985 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297538.0330066 Edm = 1.5222 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297535.8791276 Edm = 6.98029 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297534.4463953 Edm = 12.201 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297532.8251525 Edm = 12.4554 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297531.7035046 Edm = 4.84766 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297530.0208014 Edm = 4.72154 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297527.1252118 Edm = 6.94677 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297523.7231807 Edm = 0.519074 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297523.6601551 Edm = 6.50448 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297522.8850346 Edm = 5.11689 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297521.9075363 Edm = 7.36977 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297521.206646 Edm = 2.07899 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297520.3589467 Edm = 0.791702 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297519.7512543 Edm = 0.779775 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297519.4091626 Edm = 0.816004 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297518.8616467 Edm = 0.876398 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297518.3854462 Edm = 0.926234 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297517.7643602 Edm = 0.831935 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297517.1472399 Edm = 1.0205 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297516.4318959 Edm = 2.01451 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297516.062812 Edm = 0.633263 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297515.757195 Edm = 0.570571 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297515.5757856 Edm = 0.301878 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297515.4505195 Edm = 0.132813 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297515.3411862 Edm = 0.068105 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297515.2537168 Edm = 0.0400216 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297515.1961617 Edm = 0.0451884 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297515.1388334 Edm = 0.0416348 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297515.1074655 Edm = 0.045814 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297515.091598 Edm = 0.026192 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297515.0800052 Edm = 0.0057711 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297515.0752239 Edm = 0.0024636 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297515.0710771 Edm = 0.00349751 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297515.0677621 Edm = 0.00399043 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297515.0583118 Edm = 0.00459748 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297515.0525561 Edm = 0.00299795 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297515.0495506 Edm = 0.0023946 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297515.0480826 Edm = 0.00168437 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297515.0470865 Edm = 0.000748911 NCalls = 303 -VariableMetric: Iteration # 100 - FCN = 297515.0461001 Edm = 0.000327517 NCalls = 305 -VariableMetric: Iteration # 101 - FCN = 297515.0457316 Edm = 0.000144038 NCalls = 307 -VariableMetric: Iteration # 102 - FCN = 297515.0455851 Edm = 4.66214e-05 NCalls = 309 -VariableMetric: After Hessian - FCN = 297515.0455851 Edm = 0.219495 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297515.0455851 Edm = 0.219495 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 297515.0263282 Edm = 0.120744 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297514.9962851 Edm = 0.0143155 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297514.960435 Edm = 0.00770289 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297514.9484466 Edm = 0.0148836 NCalls = 803 -VariableMetric: Iteration # 108 - FCN = 297514.9400764 Edm = 0.00363542 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297514.9347303 Edm = 0.00294379 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297514.9323038 Edm = 0.00121457 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297514.9304284 Edm = 0.000349867 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297514.9297378 Edm = 0.000197417 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297514.9292769 Edm = 0.000116809 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297514.9290613 Edm = 8.93431e-05 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297514.9286636 Edm = 0.000249598 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297514.9281442 Edm = 0.000111437 NCalls = 823 -VariableMetric: Iteration # 117 - FCN = 297514.9280154 Edm = 2.89232e-05 NCalls = 825 -VariableMetric: After Hessian - FCN = 297514.9280154 Edm = 0.000776655 NCalls = 1312 -VariableMetric: Iteration # 118 - FCN = 297514.9280154 Edm = 0.000776655 NCalls = 1312 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304011.1162694 Edm = 70.022 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304011.1162694 Edm = 70.022 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303823.7722717 Edm = 10.089 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 299940.4898074 Edm = 102.088 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298389.8719505 Edm = 401.788 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297877.5143814 Edm = 205.713 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297799.8411106 Edm = 9.93192 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297794.7858219 Edm = 0.445864 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297761.3878077 Edm = 31.7234 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297757.1566939 Edm = 3.20583 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297562.7419387 Edm = 24.2024 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297515.5602604 Edm = 1.61866 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297514.2411094 Edm = 0.0728114 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297512.6064923 Edm = 1.82064 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297481.1119874 Edm = 12.9898 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297461.1774751 Edm = 0.676965 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297460.4356537 Edm = 0.0727807 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297460.0226843 Edm = 0.433303 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297455.3631682 Edm = 5.21474 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297453.449049 Edm = 1.61089 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297367.7471352 Edm = 37.0997 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297322.2746976 Edm = 16.5727 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297292.0701037 Edm = 6.03293 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297285.5763268 Edm = 0.97469 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297284.4734882 Edm = 0.130368 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297284.0032546 Edm = 0.18353 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297283.5350237 Edm = 0.10845 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297283.3063888 Edm = 0.0731082 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297282.6744128 Edm = 0.570762 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297278.2598709 Edm = 3.24275 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297247.1220032 Edm = 9.31672 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297236.1313151 Edm = 5.65654 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297230.3543356 Edm = 0.466434 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297229.7947926 Edm = 0.169744 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297229.637096 Edm = 0.0299373 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297229.6019357 Edm = 0.00215205 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297229.5870203 Edm = 0.00812808 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297229.4891896 Edm = 0.0609787 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297227.5480009 Edm = 0.529224 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297227.4308376 Edm = 0.666256 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297226.31236 Edm = 0.821705 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297224.7799327 Edm = 0.556885 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297222.2145279 Edm = 3.13403 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297212.4490171 Edm = 5.30642 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297207.3371097 Edm = 0.146066 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297207.2249393 Edm = 0.00572658 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297207.219502 Edm = 0.0016846 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297207.2093436 Edm = 0.0132608 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297207.1737483 Edm = 0.0433779 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297207.1139979 Edm = 0.0475053 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297207.0971705 Edm = 0.00581224 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297207.0909358 Edm = 0.0026351 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297207.0160334 Edm = 0.0713238 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297205.8444681 Edm = 1.10023 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297205.3524761 Edm = 0.85823 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297203.0728465 Edm = 1.09763 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297201.4831572 Edm = 1.80558 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297200.7166467 Edm = 0.227277 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297200.4900157 Edm = 0.00563076 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297200.4832236 Edm = 0.000738718 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297200.4816122 Edm = 0.000736151 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297200.4696918 Edm = 0.00924052 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297200.3088731 Edm = 0.102222 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297198.910599 Edm = 0.888034 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297198.3609008 Edm = 0.831038 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297197.2805753 Edm = 0.302679 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297197.1189161 Edm = 0.0263131 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297197.0892519 Edm = 0.00500397 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297197.0726507 Edm = 0.00366983 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297197.0657621 Edm = 0.000468291 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297197.0650649 Edm = 0.000103631 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297197.0626718 Edm = 0.00212203 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297196.7850448 Edm = 0.209461 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297195.722612 Edm = 0.0180835 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297195.705421 Edm = 0.000876767 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297195.7044999 Edm = 0.000118207 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297195.7026637 Edm = 0.00180876 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297195.5389168 Edm = 0.0284576 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297194.8345931 Edm = 0.289302 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297194.30764 Edm = 0.11848 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297194.1861229 Edm = 0.00211552 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297194.184228 Edm = 0.000136882 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297194.1836132 Edm = 0.000457598 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297194.1606094 Edm = 0.0222624 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297192.5312258 Edm = 0.857255 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297191.2051185 Edm = 0.126529 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297191.1100307 Edm = 0.0257947 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297191.079901 Edm = 0.00705472 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297191.0714351 Edm = 0.00169353 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297191.0699328 Edm = 0.000246045 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297191.0692602 Edm = 0.000432669 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297191.0539274 Edm = 0.0149061 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297190.5044527 Edm = 0.250134 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297188.8744888 Edm = 2.19139 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297187.0986322 Edm = 0.496935 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297186.6205962 Edm = 0.157399 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297186.2605866 Edm = 0.299363 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297185.9691371 Edm = 0.292259 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297185.7178314 Edm = 0.06624 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297185.6748637 Edm = 0.018252 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297185.6515331 Edm = 0.00337068 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297185.6461085 Edm = 0.000789543 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297185.645302 Edm = 0.000376356 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297185.6449862 Edm = 0.00020523 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297185.6439586 Edm = 0.000335616 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297185.6415247 Edm = 0.00208157 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297185.4349736 Edm = 0.190765 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297184.6806196 Edm = 0.310832 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297184.3147455 Edm = 0.14582 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297184.2058211 Edm = 0.140034 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297184.0887771 Edm = 0.0601025 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297183.9760592 Edm = 0.0229322 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297183.9286804 Edm = 0.0064179 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297183.9216496 Edm = 0.00322652 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297183.9200045 Edm = 0.000247827 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297183.9196578 Edm = 3.57577e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297183.9196578 Edm = 13.2303 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297183.9196578 Edm = 13.2303 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297183.8316292 Edm = 79.5175 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297182.3031013 Edm = 0.554892 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297181.2012086 Edm = 0.856841 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297181.0916913 Edm = 0.153186 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297181.057457 Edm = 36380.8 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297180.8201234 Edm = 4480.89 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297180.2425505 Edm = 1229.74 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297180.1733609 Edm = 357.377 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297180.0507151 Edm = 177.704 NCalls = 866 -VariableMetric: Iteration # 125 - FCN = 297179.6872373 Edm = 303.459 NCalls = 869 -VariableMetric: Iteration # 126 - FCN = 297178.9480063 Edm = 286.373 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297178.3912948 Edm = 169.129 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297178.1325041 Edm = 9.906 NCalls = 878 -VariableMetric: Iteration # 129 - FCN = 297178.0925053 Edm = 7.90047 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297178.0360413 Edm = 26.3254 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297178.0141481 Edm = 48.309 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297177.9808089 Edm = 6.28334 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297177.8237807 Edm = 1.35882 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297177.7251513 Edm = 1.51929 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297177.5957596 Edm = 0.658111 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297177.5295972 Edm = 0.546719 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297177.4000765 Edm = 1.26449 NCalls = 899 -VariableMetric: Iteration # 138 - FCN = 297177.1279798 Edm = 0.412897 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297177.0970221 Edm = 0.131362 NCalls = 903 -VariableMetric: Iteration # 140 - FCN = 297177.0468126 Edm = 0.784618 NCalls = 905 -VariableMetric: Iteration # 141 - FCN = 297176.9474671 Edm = 0.187625 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297176.9043031 Edm = 0.0876353 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297176.7925495 Edm = 0.0795369 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297176.7612746 Edm = 0.0538799 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297176.6981837 Edm = 0.0661102 NCalls = 917 -VariableMetric: Iteration # 146 - FCN = 297176.6762709 Edm = 0.0150721 NCalls = 919 -VariableMetric: Iteration # 147 - FCN = 297176.6556564 Edm = 0.010007 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297176.6431661 Edm = 0.00626041 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297176.6343701 Edm = 0.0038754 NCalls = 927 -VariableMetric: Iteration # 150 - FCN = 297176.6312646 Edm = 0.00309907 NCalls = 929 -VariableMetric: Iteration # 151 - FCN = 297176.6287169 Edm = 0.00148547 NCalls = 931 -VariableMetric: Iteration # 152 - FCN = 297176.627432 Edm = 0.00074902 NCalls = 934 -VariableMetric: Iteration # 153 - FCN = 297176.6262616 Edm = 0.000450529 NCalls = 937 -VariableMetric: Iteration # 154 - FCN = 297176.6255981 Edm = 0.000364016 NCalls = 940 -VariableMetric: Iteration # 155 - FCN = 297176.6251139 Edm = 0.000448782 NCalls = 942 -VariableMetric: Iteration # 156 - FCN = 297176.6246756 Edm = 0.00034731 NCalls = 945 -VariableMetric: Iteration # 157 - FCN = 297176.6240838 Edm = 0.000269289 NCalls = 948 -VariableMetric: Iteration # 158 - FCN = 297176.6235359 Edm = 0.000170295 NCalls = 950 -VariableMetric: Iteration # 159 - FCN = 297176.6232338 Edm = 0.000128246 NCalls = 953 -VariableMetric: Iteration # 160 - FCN = 297176.6230873 Edm = 5.27615e-05 NCalls = 955 -VariableMetric: After Hessian - FCN = 297176.6230873 Edm = 0.00189206 NCalls = 1438 -VariableMetric: Iteration # 161 - FCN = 297176.6230873 Edm = 0.00189206 NCalls = 1438 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340693.7962851 Edm = 13476.1 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340693.7962851 Edm = 13476.1 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 326686.7136676 Edm = 988.456 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 311010.9297495 Edm = 10.0681 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 307536.7326794 Edm = 7.71535 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 307533.5109072 Edm = 10.4211 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 307404.2377176 Edm = 181.748 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 307095.0833814 Edm = 280.604 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 299038.7331111 Edm = 54.9534 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 298881.5249217 Edm = 57.5922 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 298773.5857687 Edm = 0.680107 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 298772.7416481 Edm = 0.114225 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 298772.393383 Edm = 0.358482 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298543.4730152 Edm = 20.3338 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298543.4730152 Edm = 20.3338 NCalls = 72 -VariableMetric: After Hessian - FCN = 298543.4730152 Edm = 2.51065e+08 NCalls = 543 -VariableMetric: Iteration # 14 - FCN = 298543.4730152 Edm = 2.51065e+08 NCalls = 543 -VariableMetric: Iteration # 15 - FCN = 298441.8905697 Edm = 2.5097e+08 NCalls = 554 -VariableMetric: Iteration # 16 - FCN = 297686.5133392 Edm = 10570.3 NCalls = 556 -VariableMetric: Iteration # 17 - FCN = 297660.481852 Edm = 32.72 NCalls = 562 -VariableMetric: Iteration # 18 - FCN = 297643.3019564 Edm = 13.3074 NCalls = 565 -VariableMetric: Iteration # 19 - FCN = 297586.9336544 Edm = 1.37914 NCalls = 569 -VariableMetric: Iteration # 20 - FCN = 297585.0007506 Edm = 0.342424 NCalls = 571 -VariableMetric: Iteration # 21 - FCN = 297579.894979 Edm = 2.571 NCalls = 574 -VariableMetric: Iteration # 22 - FCN = 297562.4009434 Edm = 0.402476 NCalls = 577 -VariableMetric: Iteration # 23 - FCN = 297561.9083045 Edm = 0.0859635 NCalls = 579 -VariableMetric: Iteration # 24 - FCN = 297556.6302741 Edm = 4.79005 NCalls = 584 -VariableMetric: Iteration # 25 - FCN = 297473.0003896 Edm = 3.83999 NCalls = 588 -VariableMetric: Iteration # 26 - FCN = 297468.8454096 Edm = 0.153526 NCalls = 590 -VariableMetric: Iteration # 27 - FCN = 297468.7175548 Edm = 0.0245457 NCalls = 592 -VariableMetric: Iteration # 28 - FCN = 297468.6021827 Edm = 0.0891719 NCalls = 595 -VariableMetric: Iteration # 29 - FCN = 297456.0192923 Edm = 8.25873 NCalls = 600 -VariableMetric: Iteration # 30 - FCN = 297415.3246497 Edm = 1.54823 NCalls = 602 -VariableMetric: Iteration # 31 - FCN = 297413.7055118 Edm = 0.0783182 NCalls = 604 -VariableMetric: Iteration # 32 - FCN = 297413.5868307 Edm = 0.00901882 NCalls = 606 -VariableMetric: Iteration # 33 - FCN = 297413.5235434 Edm = 0.0521103 NCalls = 609 -VariableMetric: Iteration # 34 - FCN = 297405.231629 Edm = 4.28009 NCalls = 615 -VariableMetric: Iteration # 35 - FCN = 297397.6772866 Edm = 0.163116 NCalls = 617 -VariableMetric: Iteration # 36 - FCN = 297397.5179077 Edm = 0.00288843 NCalls = 618 -VariableMetric: Iteration # 37 - FCN = 297397.5130488 Edm = 0.00244738 NCalls = 620 -VariableMetric: Iteration # 38 - FCN = 297397.3272492 Edm = 0.180794 NCalls = 625 -VariableMetric: Iteration # 39 - FCN = 297397.3202832 Edm = 0.00531826 NCalls = 627 -VariableMetric: Iteration # 40 - FCN = 297394.8935052 Edm = 0.0337251 NCalls = 634 -VariableMetric: Iteration # 41 - FCN = 297384.9677026 Edm = 0.516005 NCalls = 636 -VariableMetric: Iteration # 42 - FCN = 297384.2057543 Edm = 0.0752798 NCalls = 638 -VariableMetric: Iteration # 43 - FCN = 297384.1167307 Edm = 0.00331861 NCalls = 640 -VariableMetric: Iteration # 44 - FCN = 297384.1078792 Edm = 0.00515886 NCalls = 642 -VariableMetric: Iteration # 45 - FCN = 297383.0953484 Edm = 1.08755 NCalls = 648 -VariableMetric: Iteration # 46 - FCN = 297383.057853 Edm = 0.0336555 NCalls = 651 -VariableMetric: Iteration # 47 - FCN = 297380.1543247 Edm = 2.26971 NCalls = 658 -VariableMetric: Iteration # 48 - FCN = 297371.0860978 Edm = 1.46411 NCalls = 661 -VariableMetric: Iteration # 49 - FCN = 297369.4107181 Edm = 0.392149 NCalls = 664 -VariableMetric: Iteration # 50 - FCN = 297368.7598552 Edm = 0.040674 NCalls = 666 -VariableMetric: Iteration # 51 - FCN = 297368.7126404 Edm = 0.00564738 NCalls = 668 -VariableMetric: Iteration # 52 - FCN = 297368.7058057 Edm = 0.000785973 NCalls = 670 -VariableMetric: Iteration # 53 - FCN = 297368.703654 Edm = 0.00190222 NCalls = 672 -VariableMetric: Iteration # 54 - FCN = 297368.654154 Edm = 0.0401459 NCalls = 677 -VariableMetric: Iteration # 55 - FCN = 297365.9615889 Edm = 0.831876 NCalls = 682 -VariableMetric: Iteration # 56 - FCN = 297364.7690015 Edm = 0.0224067 NCalls = 684 -VariableMetric: Iteration # 57 - FCN = 297364.7479877 Edm = 0.00166377 NCalls = 685 -VariableMetric: Iteration # 58 - FCN = 297364.7408117 Edm = 0.00611634 NCalls = 687 -VariableMetric: Iteration # 59 - FCN = 297364.1544594 Edm = 0.515419 NCalls = 694 -VariableMetric: Iteration # 60 - FCN = 297359.1233507 Edm = 0.424833 NCalls = 697 -VariableMetric: Iteration # 61 - FCN = 297358.7135479 Edm = 0.0356854 NCalls = 698 -VariableMetric: Iteration # 62 - FCN = 297358.666872 Edm = 0.00332984 NCalls = 700 -VariableMetric: Iteration # 63 - FCN = 297358.6617441 Edm = 0.000741669 NCalls = 702 -VariableMetric: Iteration # 64 - FCN = 297358.6590362 Edm = 0.00125149 NCalls = 704 -VariableMetric: Iteration # 65 - FCN = 297358.6353515 Edm = 0.0199931 NCalls = 708 -VariableMetric: Iteration # 66 - FCN = 297357.8792963 Edm = 0.522792 NCalls = 712 -VariableMetric: Iteration # 67 - FCN = 297353.2628784 Edm = 0.635922 NCalls = 715 -VariableMetric: Iteration # 68 - FCN = 297351.7885216 Edm = 0.598665 NCalls = 718 -VariableMetric: Iteration # 69 - FCN = 297351.5815232 Edm = 0.201964 NCalls = 720 -VariableMetric: Iteration # 70 - FCN = 297351.2580275 Edm = 0.135905 NCalls = 723 -VariableMetric: Iteration # 71 - FCN = 297351.0958159 Edm = 0.0694353 NCalls = 725 -VariableMetric: Iteration # 72 - FCN = 297350.9813403 Edm = 0.0194838 NCalls = 727 -VariableMetric: Iteration # 73 - FCN = 297350.9664338 Edm = 0.00288943 NCalls = 729 -VariableMetric: Iteration # 74 - FCN = 297350.9631397 Edm = 0.000521632 NCalls = 731 -VariableMetric: Iteration # 75 - FCN = 297350.9626193 Edm = 0.000201476 NCalls = 732 -VariableMetric: Iteration # 76 - FCN = 297350.9611155 Edm = 0.00135784 NCalls = 735 -VariableMetric: Iteration # 77 - FCN = 297350.8161845 Edm = 0.147246 NCalls = 740 -VariableMetric: Iteration # 78 - FCN = 297349.7777713 Edm = 0.687603 NCalls = 747 -VariableMetric: Iteration # 79 - FCN = 297347.5405955 Edm = 0.209074 NCalls = 749 -VariableMetric: Iteration # 80 - FCN = 297347.2983648 Edm = 0.0563153 NCalls = 751 -VariableMetric: Iteration # 81 - FCN = 297347.2565051 Edm = 0.00923066 NCalls = 752 -VariableMetric: Iteration # 82 - FCN = 297347.2455885 Edm = 0.000665754 NCalls = 754 -VariableMetric: Iteration # 83 - FCN = 297347.2444642 Edm = 0.000165476 NCalls = 756 -VariableMetric: Iteration # 84 - FCN = 297347.2440924 Edm = 8.8691e-05 NCalls = 758 -VariableMetric: Iteration # 85 - FCN = 297347.2419601 Edm = 0.00213849 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297347.084529 Edm = 0.0114904 NCalls = 769 -VariableMetric: Iteration # 87 - FCN = 297346.6081015 Edm = 0.00287903 NCalls = 770 -VariableMetric: Iteration # 88 - FCN = 297346.6053303 Edm = 0.0002068 NCalls = 771 -VariableMetric: Iteration # 89 - FCN = 297346.6048171 Edm = 0.000180221 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297346.6041747 Edm = 0.000482232 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297346.5889316 Edm = 0.0167713 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297346.5358786 Edm = 0.0631703 NCalls = 786 -VariableMetric: Iteration # 93 - FCN = 297346.5353774 Edm = 0.000285508 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297346.5323973 Edm = 0.00399101 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297346.4199225 Edm = 0.105434 NCalls = 799 -VariableMetric: Iteration # 96 - FCN = 297346.4191443 Edm = 0.000226932 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297346.4166307 Edm = 0.00168482 NCalls = 805 -VariableMetric: Iteration # 98 - FCN = 297346.4118573 Edm = 0.00210152 NCalls = 808 -VariableMetric: Iteration # 99 - FCN = 297346.3918091 Edm = 0.0274476 NCalls = 812 -VariableMetric: Iteration # 100 - FCN = 297346.3589108 Edm = 0.0443562 NCalls = 816 -VariableMetric: Iteration # 101 - FCN = 297345.9601757 Edm = 0.210476 NCalls = 824 -VariableMetric: Iteration # 102 - FCN = 297345.6092456 Edm = 0.593947 NCalls = 826 -VariableMetric: Iteration # 103 - FCN = 297345.3991297 Edm = 0.454114 NCalls = 828 -VariableMetric: Iteration # 104 - FCN = 297344.8838633 Edm = 0.50329 NCalls = 830 -VariableMetric: Iteration # 105 - FCN = 297343.481729 Edm = 0.92779 NCalls = 834 -VariableMetric: Iteration # 106 - FCN = 297340.917121 Edm = 0.538802 NCalls = 839 -VariableMetric: Iteration # 107 - FCN = 297340.5979483 Edm = 0.67846 NCalls = 841 -VariableMetric: Iteration # 108 - FCN = 297340.3301688 Edm = 0.135573 NCalls = 842 -VariableMetric: Iteration # 109 - FCN = 297340.1822392 Edm = 0.107507 NCalls = 844 -VariableMetric: Iteration # 110 - FCN = 297339.9590857 Edm = 0.10106 NCalls = 848 -VariableMetric: Iteration # 111 - FCN = 297339.6887708 Edm = 0.238574 NCalls = 851 -VariableMetric: Iteration # 112 - FCN = 297339.4448926 Edm = 0.329304 NCalls = 854 -VariableMetric: Iteration # 113 - FCN = 297339.3114018 Edm = 0.182387 NCalls = 857 -VariableMetric: Iteration # 114 - FCN = 297339.2079046 Edm = 0.0606056 NCalls = 859 -VariableMetric: Iteration # 115 - FCN = 297339.1334639 Edm = 0.0178544 NCalls = 862 -VariableMetric: Iteration # 116 - FCN = 297339.1146222 Edm = 0.00203932 NCalls = 864 -VariableMetric: Iteration # 117 - FCN = 297339.1125615 Edm = 0.000348688 NCalls = 866 -VariableMetric: Iteration # 118 - FCN = 297339.1117528 Edm = 0.000372393 NCalls = 868 -VariableMetric: Iteration # 119 - FCN = 297339.11116 Edm = 4.33275e-05 NCalls = 870 -VariableMetric: After Hessian - FCN = 297339.11116 Edm = 0.727018 NCalls = 1351 -VariableMetric: Iteration # 120 - FCN = 297339.11116 Edm = 0.727018 NCalls = 1351 -VariableMetric: Iteration # 121 - FCN = 297339.0296383 Edm = 1.20725 NCalls = 1353 -VariableMetric: Iteration # 122 - FCN = 297338.0580987 Edm = 715.634 NCalls = 1364 -VariableMetric: Iteration # 123 - FCN = 297338.0404572 Edm = 892.546 NCalls = 1368 -VariableMetric: Iteration # 124 - FCN = 297336.9815314 Edm = 638.347 NCalls = 1375 -VariableMetric: Iteration # 125 - FCN = 297336.9549581 Edm = 1627.3 NCalls = 1378 -VariableMetric: Iteration # 126 - FCN = 297336.8727386 Edm = 34.9138 NCalls = 1381 -VariableMetric: Iteration # 127 - FCN = 297336.8416053 Edm = 40.1739 NCalls = 1384 -VariableMetric: Iteration # 128 - FCN = 297336.6050329 Edm = 243.927 NCalls = 1387 -VariableMetric: Iteration # 129 - FCN = 297336.2483765 Edm = 19.1193 NCalls = 1390 -VariableMetric: Iteration # 130 - FCN = 297336.1361453 Edm = 6.84668 NCalls = 1393 -VariableMetric: Iteration # 131 - FCN = 297336.0807874 Edm = 5.91932 NCalls = 1396 -VariableMetric: Iteration # 132 - FCN = 297336.0712414 Edm = 4.00261 NCalls = 1399 -VariableMetric: Iteration # 133 - FCN = 297335.9797394 Edm = 28.7539 NCalls = 1401 -VariableMetric: Iteration # 134 - FCN = 297335.9794053 Edm = 19.4121 NCalls = 1403 -VariableMetric: Iteration # 135 - FCN = 297335.7410392 Edm = 6.06962 NCalls = 1405 -VariableMetric: Iteration # 136 - FCN = 297335.1791104 Edm = 6.53559 NCalls = 1407 -VariableMetric: Iteration # 137 - FCN = 297334.8200809 Edm = 2.65146 NCalls = 1409 -VariableMetric: Iteration # 138 - FCN = 297333.9674284 Edm = 19.3966 NCalls = 1412 -VariableMetric: Iteration # 139 - FCN = 297333.0767089 Edm = 14.6543 NCalls = 1413 -VariableMetric: Iteration # 140 - FCN = 297332.0081344 Edm = 8.40366 NCalls = 1416 -VariableMetric: Iteration # 141 - FCN = 297331.5980265 Edm = 7.66373 NCalls = 1418 -VariableMetric: Iteration # 142 - FCN = 297329.9841782 Edm = 6.32295 NCalls = 1421 -VariableMetric: Iteration # 143 - FCN = 297328.1186379 Edm = 8.05515 NCalls = 1424 -VariableMetric: Iteration # 144 - FCN = 297326.4763783 Edm = 7.10229 NCalls = 1427 -VariableMetric: Iteration # 145 - FCN = 297323.9429733 Edm = 6.57671 NCalls = 1430 -VariableMetric: Iteration # 146 - FCN = 297323.1381495 Edm = 2.61461 NCalls = 1433 -VariableMetric: Iteration # 147 - FCN = 297322.780706 Edm = 2.50488 NCalls = 1435 -VariableMetric: Iteration # 148 - FCN = 297322.3374029 Edm = 1.66203 NCalls = 1437 -VariableMetric: Iteration # 149 - FCN = 297322.1044754 Edm = 0.581939 NCalls = 1439 -VariableMetric: Iteration # 150 - FCN = 297321.989685 Edm = 0.578581 NCalls = 1441 -VariableMetric: Iteration # 151 - FCN = 297321.8197697 Edm = 0.254238 NCalls = 1443 -VariableMetric: Iteration # 152 - FCN = 297321.6347789 Edm = 0.138925 NCalls = 1446 -VariableMetric: Iteration # 153 - FCN = 297321.5663228 Edm = 0.0368545 NCalls = 1448 -VariableMetric: Iteration # 154 - FCN = 297321.540849 Edm = 0.00826942 NCalls = 1450 -VariableMetric: Iteration # 155 - FCN = 297321.5328479 Edm = 0.00432916 NCalls = 1452 -VariableMetric: Iteration # 156 - FCN = 297321.5299856 Edm = 0.00269796 NCalls = 1454 -VariableMetric: Iteration # 157 - FCN = 297321.5268776 Edm = 0.00116092 NCalls = 1456 -VariableMetric: Iteration # 158 - FCN = 297321.5252505 Edm = 0.000861129 NCalls = 1458 -VariableMetric: Iteration # 159 - FCN = 297321.5235637 Edm = 0.00176068 NCalls = 1460 -VariableMetric: Iteration # 160 - FCN = 297321.5205351 Edm = 0.00274303 NCalls = 1464 -VariableMetric: Iteration # 161 - FCN = 297321.5161942 Edm = 0.00160615 NCalls = 1468 -VariableMetric: Iteration # 162 - FCN = 297321.5141011 Edm = 0.00107232 NCalls = 1470 -VariableMetric: Iteration # 163 - FCN = 297321.5134318 Edm = 0.000366856 NCalls = 1472 -VariableMetric: Iteration # 164 - FCN = 297321.5126454 Edm = 0.000408664 NCalls = 1474 -VariableMetric: Iteration # 165 - FCN = 297321.5117883 Edm = 0.000218831 NCalls = 1477 -VariableMetric: Iteration # 166 - FCN = 297321.5113677 Edm = 0.000254136 NCalls = 1479 -VariableMetric: Iteration # 167 - FCN = 297321.5111548 Edm = 0.000113827 NCalls = 1482 -VariableMetric: Iteration # 168 - FCN = 297321.5109761 Edm = 4.31278e-05 NCalls = 1484 -VariableMetric: After Hessian - FCN = 297321.5109761 Edm = 0.00624042 NCalls = 1969 -VariableMetric: Iteration # 169 - FCN = 297321.5109761 Edm = 0.00624042 NCalls = 1969 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307017.7338566 Edm = 9.4831 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307017.7338566 Edm = 9.4831 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302158.6115253 Edm = 3.45674 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302149.12231 Edm = 3.61404 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302120.159973 Edm = 31.5913 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300587.428512 Edm = 687.585 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298956.6633386 Edm = 6.49037 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298948.7778363 Edm = 5.77316 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298929.8006373 Edm = 5.6496 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298605.8477649 Edm = 313.482 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298193.7512643 Edm = 240.456 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297927.454792 Edm = 70.431 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297649.9968527 Edm = 34.6582 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297635.4551294 Edm = 14.9153 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297619.3233061 Edm = 4.10332 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297592.4294219 Edm = 0.394573 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297592.0089468 Edm = 0.0591675 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297591.6901383 Edm = 0.295804 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297528.9413596 Edm = 12.3109 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297471.5880688 Edm = 17.6646 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297453.8003578 Edm = 0.4402 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297453.1474521 Edm = 0.0185417 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297453.1153219 Edm = 0.0105656 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297452.8476487 Edm = 0.304019 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297445.2977033 Edm = 5.83487 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297406.9384047 Edm = 19.5914 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297389.6853635 Edm = 4.18062 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297371.0273897 Edm = 4.71616 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297368.6364121 Edm = 8.5174 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297361.207816 Edm = 2.93807 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297350.5923859 Edm = 2.06224 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297348.0013213 Edm = 1.00487 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297347.0575589 Edm = 0.0558934 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297346.9993311 Edm = 0.00453387 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297346.990199 Edm = 0.00276879 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297346.9632748 Edm = 0.019538 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297345.9399642 Edm = 0.686669 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297334.3753638 Edm = 7.05674 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297328.0271631 Edm = 3.52943 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297326.0893817 Edm = 8.5086 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297319.2409493 Edm = 1.73066 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297315.1960925 Edm = 1.96236 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297314.6508453 Edm = 1.13482 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297313.3968985 Edm = 1.19589 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297309.5715299 Edm = 3.5671 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297306.8022354 Edm = 5.18708 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297302.7294907 Edm = 4.35776 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297298.454358 Edm = 1.20171 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297296.8159852 Edm = 1.36541 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297295.345424 Edm = 1.48989 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297294.9528824 Edm = 0.125788 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297294.8198707 Edm = 0.0253746 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297294.7931139 Edm = 0.0053958 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297294.7869742 Edm = 0.000683439 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297294.7746092 Edm = 0.0146394 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297294.6589492 Edm = 0.0974994 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297293.1877622 Edm = 0.536102 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297292.3602944 Edm = 0.0462862 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297292.3233171 Edm = 0.00358779 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297292.3176709 Edm = 0.00055622 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297292.3163425 Edm = 0.000650596 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297292.2823608 Edm = 0.0345978 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297291.2838865 Edm = 0.204895 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297287.6127534 Edm = 1.21596 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297286.6976343 Edm = 0.586608 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297286.1075755 Edm = 0.1342 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297285.9446216 Edm = 0.114605 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297285.3842659 Edm = 0.337998 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297285.2861554 Edm = 0.426263 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297284.8239085 Edm = 0.0890398 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297284.7105012 Edm = 0.0271285 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297284.6673243 Edm = 0.0112088 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297284.6571793 Edm = 0.000673411 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297284.6541473 Edm = 0.00241487 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297284.1839689 Edm = 0.477728 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297283.8543628 Edm = 0.318581 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297274.837604 Edm = 3.20855 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297272.1083733 Edm = 0.130185 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297271.9876103 Edm = 0.0765756 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297271.9504288 Edm = 0.0176522 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297271.9360585 Edm = 0.0028791 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297271.9333911 Edm = 0.000506021 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297271.9295902 Edm = 0.00365626 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297271.5953067 Edm = 0.278338 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297268.3010138 Edm = 0.259241 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297267.9800373 Edm = 0.0117167 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297267.967684 Edm = 0.0012428 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297267.9659684 Edm = 0.000450058 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297267.9642002 Edm = 0.00116883 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297267.9203124 Edm = 0.0384299 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297267.0315445 Edm = 0.813565 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297264.8159688 Edm = 1.13072 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297263.2945527 Edm = 0.438872 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297262.190357 Edm = 0.297644 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297261.538308 Edm = 0.588426 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297261.4389901 Edm = 0.142012 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297261.23884 Edm = 0.0380611 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297261.1859198 Edm = 0.00640546 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297261.1771009 Edm = 0.000839644 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297261.176356 Edm = 0.000189929 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297261.1761856 Edm = 7.18566e-05 NCalls = 319 -VariableMetric: After Hessian - FCN = 297261.1761856 Edm = 5.81252 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297261.1761856 Edm = 5.81252 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297260.616845 Edm = 4.93917 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297256.6930194 Edm = 0.390147 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297256.1286158 Edm = 0.246621 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297255.8439588 Edm = 0.652109 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297255.6525277 Edm = 0.878661 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297255.2685917 Edm = 0.573141 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297254.9749838 Edm = 0.468077 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297254.5544851 Edm = 0.165715 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297254.3993137 Edm = 0.037524 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297254.3517143 Edm = 0.0240166 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297254.286362 Edm = 0.041168 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297254.247194 Edm = 0.00697817 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297254.2386956 Edm = 0.00117305 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297254.2380004 Edm = 0.00033716 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297254.2375929 Edm = 0.000193758 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297254.2366579 Edm = 0.000487136 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297254.2352984 Edm = 0.000305897 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297254.2346111 Edm = 0.000250691 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297254.2341887 Edm = 0.000128775 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297254.2337742 Edm = 0.000104495 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297254.2335514 Edm = 4.24832e-05 NCalls = 850 -VariableMetric: After Hessian - FCN = 297254.2335514 Edm = 0.000183774 NCalls = 1337 -VariableMetric: Iteration # 122 - FCN = 297254.2335514 Edm = 0.000183774 NCalls = 1337 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310360.9985169 Edm = 12.4449 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310360.9985169 Edm = 12.4449 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304706.8583408 Edm = 85.8886 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304642.6841354 Edm = 90.9021 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304144.2273656 Edm = 516.33 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301068.014996 Edm = 32.9771 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300983.0533332 Edm = 28.8103 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300905.5785155 Edm = 68.3017 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300825.2490301 Edm = 9.74992 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 300747.7471615 Edm = 123.787 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 300158.9882363 Edm = 1754.74 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 299531.1654921 Edm = 1721.5 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298054.6090791 Edm = 5.67491 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 298042.3539639 Edm = 5.13433 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297988.8931937 Edm = 1.06878 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297985.8508314 Edm = 1.88938 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297959.1109122 Edm = 12.1967 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297953.5707812 Edm = 2.48168 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297947.143881 Edm = 1.01285 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297944.7340727 Edm = 0.152303 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297944.4920176 Edm = 0.0446813 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297944.1035235 Edm = 0.194597 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297943.558004 Edm = 2.51235 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297923.3546781 Edm = 24.426 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297915.2695043 Edm = 26.0907 NCalls = 102 -VariableMetric: Iteration # 24 - FCN = 297913.7462578 Edm = 3.54134 NCalls = 106 -VariableMetric: Iteration # 25 - FCN = 297877.5132925 Edm = 19.5465 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297808.4192676 Edm = 7.06291 NCalls = 115 -VariableMetric: Iteration # 27 - FCN = 297797.3576086 Edm = 7.47246 NCalls = 118 -VariableMetric: Iteration # 28 - FCN = 297695.686411 Edm = 88.5506 NCalls = 127 -VariableMetric: Iteration # 29 - FCN = 297692.4416436 Edm = 26.1606 NCalls = 129 -VariableMetric: Iteration # 30 - FCN = 297665.4969857 Edm = 6.19115 NCalls = 133 -VariableMetric: Iteration # 31 - FCN = 297660.3966968 Edm = 0.15485 NCalls = 135 -VariableMetric: Iteration # 32 - FCN = 297660.227366 Edm = 0.0348332 NCalls = 137 -VariableMetric: Iteration # 33 - FCN = 297648.0281809 Edm = 14.772 NCalls = 143 -VariableMetric: Iteration # 34 - FCN = 297647.7298395 Edm = 0.0772728 NCalls = 145 -VariableMetric: Iteration # 35 - FCN = 297647.6273188 Edm = 0.0591688 NCalls = 147 -VariableMetric: Iteration # 36 - FCN = 297638.4630187 Edm = 9.04719 NCalls = 156 -VariableMetric: Iteration # 37 - FCN = 297638.4012009 Edm = 0.0967111 NCalls = 158 -VariableMetric: Iteration # 38 - FCN = 297630.4381117 Edm = 6.41842 NCalls = 164 -VariableMetric: Iteration # 39 - FCN = 297596.3038182 Edm = 8.31172 NCalls = 167 -VariableMetric: Iteration # 40 - FCN = 297593.9237603 Edm = 164.903 NCalls = 169 -VariableMetric: Iteration # 41 - FCN = 297585.4308617 Edm = 0.49927 NCalls = 171 -VariableMetric: Iteration # 42 - FCN = 297582.3005954 Edm = 4.21366 NCalls = 175 -VariableMetric: Iteration # 43 - FCN = 297549.0162382 Edm = 1.99438 NCalls = 180 -VariableMetric: Iteration # 44 - FCN = 297545.5253138 Edm = 1.54408 NCalls = 183 -VariableMetric: Iteration # 45 - FCN = 297544.0108617 Edm = 0.460533 NCalls = 185 -VariableMetric: Iteration # 46 - FCN = 297543.417154 Edm = 0.241147 NCalls = 187 -VariableMetric: Iteration # 47 - FCN = 297540.2299383 Edm = 0.629528 NCalls = 190 -VariableMetric: Iteration # 48 - FCN = 297539.5346486 Edm = 0.0183621 NCalls = 192 -VariableMetric: Iteration # 49 - FCN = 297539.495853 Edm = 0.0157599 NCalls = 194 -VariableMetric: Iteration # 50 - FCN = 297539.108009 Edm = 0.30496 NCalls = 198 -VariableMetric: Iteration # 51 - FCN = 297514.2055595 Edm = 6.45703 NCalls = 204 -VariableMetric: Iteration # 52 - FCN = 297510.1153396 Edm = 7.88136 NCalls = 206 -VariableMetric: Iteration # 53 - FCN = 297506.7551832 Edm = 0.132405 NCalls = 208 -VariableMetric: Iteration # 54 - FCN = 297506.5378009 Edm = 0.042872 NCalls = 210 -VariableMetric: Iteration # 55 - FCN = 297506.4609008 Edm = 0.0207727 NCalls = 212 -VariableMetric: Iteration # 56 - FCN = 297506.093554 Edm = 0.325346 NCalls = 216 -VariableMetric: Iteration # 57 - FCN = 297491.6182694 Edm = 8.30416 NCalls = 221 -VariableMetric: Iteration # 58 - FCN = 297457.7207776 Edm = 2.76383 NCalls = 224 -VariableMetric: Iteration # 59 - FCN = 297454.7106257 Edm = 0.117605 NCalls = 226 -VariableMetric: Iteration # 60 - FCN = 297454.5732969 Edm = 0.0168036 NCalls = 228 -VariableMetric: Iteration # 61 - FCN = 297454.5577341 Edm = 0.00268448 NCalls = 229 -VariableMetric: Iteration # 62 - FCN = 297454.5523895 Edm = 0.00223392 NCalls = 231 -VariableMetric: Iteration # 63 - FCN = 297454.5369614 Edm = 0.0100812 NCalls = 234 -VariableMetric: Iteration # 64 - FCN = 297454.338117 Edm = 0.195257 NCalls = 238 -VariableMetric: Iteration # 65 - FCN = 297447.9189187 Edm = 3.17948 NCalls = 246 -VariableMetric: Iteration # 66 - FCN = 297439.5264316 Edm = 1.57277 NCalls = 249 -VariableMetric: Iteration # 67 - FCN = 297435.776693 Edm = 1.86429 NCalls = 252 -VariableMetric: Iteration # 68 - FCN = 297433.938409 Edm = 5.28866 NCalls = 253 -VariableMetric: Iteration # 69 - FCN = 297431.366138 Edm = 1.78851 NCalls = 255 -VariableMetric: Iteration # 70 - FCN = 297429.4906844 Edm = 0.384746 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297429.1956863 Edm = 0.0635785 NCalls = 260 -VariableMetric: Iteration # 72 - FCN = 297429.1334681 Edm = 0.00944449 NCalls = 262 -VariableMetric: Iteration # 73 - FCN = 297429.1241727 Edm = 0.0012726 NCalls = 264 -VariableMetric: Iteration # 74 - FCN = 297429.1132242 Edm = 0.0104643 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297428.7030402 Edm = 0.412732 NCalls = 273 -VariableMetric: Iteration # 76 - FCN = 297428.6784679 Edm = 0.0228388 NCalls = 277 -VariableMetric: Iteration # 77 - FCN = 297425.0566346 Edm = 2.37231 NCalls = 283 -VariableMetric: Iteration # 78 - FCN = 297420.4513976 Edm = 0.653444 NCalls = 285 -VariableMetric: Iteration # 79 - FCN = 297419.8648892 Edm = 0.022108 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297419.8427086 Edm = 0.0018697 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297419.8407898 Edm = 0.000765208 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297419.8361819 Edm = 0.0032833 NCalls = 293 -VariableMetric: Iteration # 83 - FCN = 297419.6888502 Edm = 0.14171 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297419.4577237 Edm = 0.20191 NCalls = 302 -VariableMetric: Iteration # 85 - FCN = 297413.2661292 Edm = 1.07131 NCalls = 307 -VariableMetric: Iteration # 86 - FCN = 297409.239757 Edm = 0.456848 NCalls = 315 -VariableMetric: Iteration # 87 - FCN = 297408.8265009 Edm = 0.490212 NCalls = 317 -VariableMetric: Iteration # 88 - FCN = 297408.6351643 Edm = 0.0698932 NCalls = 319 -VariableMetric: Iteration # 89 - FCN = 297408.5544616 Edm = 0.0560046 NCalls = 321 -VariableMetric: Iteration # 90 - FCN = 297408.5234566 Edm = 0.00467918 NCalls = 323 -VariableMetric: Iteration # 91 - FCN = 297408.51883 Edm = 0.00060115 NCalls = 325 -VariableMetric: Iteration # 92 - FCN = 297408.5182763 Edm = 0.00013037 NCalls = 327 -VariableMetric: Iteration # 93 - FCN = 297408.5176612 Edm = 0.000549165 NCalls = 330 -VariableMetric: Iteration # 94 - FCN = 297408.4572735 Edm = 0.0507047 NCalls = 337 -VariableMetric: Iteration # 95 - FCN = 297407.4868209 Edm = 0.384074 NCalls = 341 -VariableMetric: Iteration # 96 - FCN = 297406.541847 Edm = 0.468809 NCalls = 344 -VariableMetric: Iteration # 97 - FCN = 297406.3135984 Edm = 0.0486768 NCalls = 346 -VariableMetric: Iteration # 98 - FCN = 297406.2353946 Edm = 0.00920744 NCalls = 348 -VariableMetric: Iteration # 99 - FCN = 297406.2274442 Edm = 0.00190555 NCalls = 350 -VariableMetric: Iteration # 100 - FCN = 297406.2253263 Edm = 0.000293572 NCalls = 352 -VariableMetric: Iteration # 101 - FCN = 297406.2245979 Edm = 8.17419e-05 NCalls = 354 -VariableMetric: Iteration # 102 - FCN = 297406.2243962 Edm = 9.93451e-05 NCalls = 356 -VariableMetric: Iteration # 103 - FCN = 297406.2202779 Edm = 0.00390282 NCalls = 360 -VariableMetric: Iteration # 104 - FCN = 297405.7612901 Edm = 0.4229 NCalls = 365 -VariableMetric: Iteration # 105 - FCN = 297405.740153 Edm = 0.0144267 NCalls = 367 -VariableMetric: Iteration # 106 - FCN = 297405.5044603 Edm = 0.136179 NCalls = 372 -VariableMetric: Iteration # 107 - FCN = 297405.0379117 Edm = 0.653764 NCalls = 375 -VariableMetric: Iteration # 108 - FCN = 297404.7012246 Edm = 0.290442 NCalls = 378 -VariableMetric: Iteration # 109 - FCN = 297403.9484509 Edm = 0.472014 NCalls = 381 -VariableMetric: Iteration # 110 - FCN = 297401.8723259 Edm = 0.598089 NCalls = 385 -VariableMetric: Iteration # 111 - FCN = 297401.2526492 Edm = 0.257525 NCalls = 387 -VariableMetric: Iteration # 112 - FCN = 297401.1222574 Edm = 0.0176249 NCalls = 389 -VariableMetric: Iteration # 113 - FCN = 297401.1085166 Edm = 0.000770671 NCalls = 391 -VariableMetric: Iteration # 114 - FCN = 297401.1076816 Edm = 9.45734e-05 NCalls = 393 -VariableMetric: Iteration # 115 - FCN = 297401.1075102 Edm = 6.37655e-05 NCalls = 395 -VariableMetric: After Hessian - FCN = 297401.1075102 Edm = 1710.98 NCalls = 870 -VariableMetric: Iteration # 116 - FCN = 297401.1075102 Edm = 1710.98 NCalls = 870 -VariableMetric: Iteration # 117 - FCN = 297395.5435977 Edm = 103.112 NCalls = 881 -VariableMetric: Iteration # 118 - FCN = 297394.4429477 Edm = 4.13443 NCalls = 883 -VariableMetric: Iteration # 119 - FCN = 297393.4827755 Edm = 0.757421 NCalls = 885 -VariableMetric: Iteration # 120 - FCN = 297391.4632619 Edm = 0.181941 NCalls = 888 -VariableMetric: Iteration # 121 - FCN = 297391.0471066 Edm = 0.135769 NCalls = 890 -VariableMetric: Iteration # 122 - FCN = 297390.902533 Edm = 0.0413036 NCalls = 892 -VariableMetric: Iteration # 123 - FCN = 297390.7960262 Edm = 0.0324613 NCalls = 894 -VariableMetric: Iteration # 124 - FCN = 297390.7050327 Edm = 0.0207782 NCalls = 896 -VariableMetric: Iteration # 125 - FCN = 297390.6494627 Edm = 0.00663579 NCalls = 898 -VariableMetric: Iteration # 126 - FCN = 297390.6293568 Edm = 0.00431254 NCalls = 900 -VariableMetric: Iteration # 127 - FCN = 297390.6192891 Edm = 0.00364572 NCalls = 902 -VariableMetric: Iteration # 128 - FCN = 297390.5978185 Edm = 0.00401985 NCalls = 905 -VariableMetric: Iteration # 129 - FCN = 297390.5861511 Edm = 0.00447185 NCalls = 907 -VariableMetric: Iteration # 130 - FCN = 297390.5735225 Edm = 0.00187123 NCalls = 909 -VariableMetric: Iteration # 131 - FCN = 297390.5598039 Edm = 0.00261111 NCalls = 912 -VariableMetric: Iteration # 132 - FCN = 297390.5540283 Edm = 0.00154543 NCalls = 914 -VariableMetric: Iteration # 133 - FCN = 297390.5468846 Edm = 0.00204014 NCalls = 916 -VariableMetric: Iteration # 134 - FCN = 297390.5321198 Edm = 0.0084518 NCalls = 919 -VariableMetric: Iteration # 135 - FCN = 297390.5000692 Edm = 0.00425172 NCalls = 921 -VariableMetric: Iteration # 136 - FCN = 297390.4794249 Edm = 0.00592691 NCalls = 923 -VariableMetric: Iteration # 137 - FCN = 297390.4642424 Edm = 0.00337879 NCalls = 925 -VariableMetric: Iteration # 138 - FCN = 297390.4529786 Edm = 0.00164636 NCalls = 927 -VariableMetric: Iteration # 139 - FCN = 297390.4496315 Edm = 0.00109231 NCalls = 929 -VariableMetric: Iteration # 140 - FCN = 297390.4447572 Edm = 0.000804926 NCalls = 931 -VariableMetric: Iteration # 141 - FCN = 297390.4434413 Edm = 0.00018978 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297390.4429982 Edm = 4.2149e-05 NCalls = 935 -VariableMetric: After Hessian - FCN = 297390.4429982 Edm = 0.000183023 NCalls = 1414 -VariableMetric: Iteration # 143 - FCN = 297390.4429982 Edm = 0.000183023 NCalls = 1414 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320381.9743044 Edm = 383.683 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320381.9743044 Edm = 383.683 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299854.3420305 Edm = 4.13317 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298561.7532755 Edm = 34.1426 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298540.3628875 Edm = 29.8857 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298534.2995444 Edm = 0.332065 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298507.1023661 Edm = 18.1843 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298427.100422 Edm = 1.74145 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298424.8042299 Edm = 0.352016 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298414.4859431 Edm = 10.9516 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298358.5192209 Edm = 48.895 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297961.2116141 Edm = 40.8105 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297917.5055389 Edm = 2.65437 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297914.9651687 Edm = 0.230605 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297912.6551825 Edm = 2.58062 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297892.7045533 Edm = 14.8075 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297739.470512 Edm = 8.71453 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297731.2794921 Edm = 0.109521 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297731.1264384 Edm = 0.0286197 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297730.6318604 Edm = 0.463798 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297714.4016986 Edm = 12.7448 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297599.5998946 Edm = 1.6896 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297597.5326888 Edm = 0.223046 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297597.3239668 Edm = 0.0140014 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297597.2917175 Edm = 0.0153687 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297596.1798687 Edm = 1.07156 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297542.316003 Edm = 10.4143 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297536.2219416 Edm = 2.71219 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297531.5022696 Edm = 0.842167 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297529.0309752 Edm = 0.420917 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297527.8541679 Edm = 0.0969206 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297527.7912738 Edm = 0.0397011 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297527.744969 Edm = 0.00362458 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297527.7394213 Edm = 0.00141643 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297527.6637519 Edm = 0.0760713 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297527.3537603 Edm = 0.261068 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297521.3632311 Edm = 0.440205 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297520.8299108 Edm = 0.0499063 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297520.7785982 Edm = 0.00456462 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297520.7707684 Edm = 0.0039233 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297520.7309145 Edm = 0.0384819 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297520.2085054 Edm = 0.447691 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297507.1816118 Edm = 1.5522 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297505.6614975 Edm = 0.905298 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297505.1920673 Edm = 0.13373 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297504.9416743 Edm = 0.00628983 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297504.9330467 Edm = 0.000560366 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297504.9313206 Edm = 0.00114274 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297504.9183898 Edm = 0.0104613 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297504.8108992 Edm = 0.0779863 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297503.7635447 Edm = 0.782458 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297499.0243386 Edm = 1.31403 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297497.8531673 Edm = 0.0952278 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297497.7532836 Edm = 0.0156306 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297497.7431905 Edm = 0.00365183 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297497.7384214 Edm = 0.000266234 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297497.7360138 Edm = 0.00173747 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297497.7080188 Edm = 0.0161763 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297497.4343953 Edm = 0.188156 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297495.7009976 Edm = 0.280195 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297495.394969 Edm = 0.0341143 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297495.3538002 Edm = 0.0138324 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297495.3413416 Edm = 0.00482902 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297495.3379638 Edm = 8.37724e-05 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297495.337781 Edm = 8.68538e-05 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297495.3332453 Edm = 0.00380346 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297495.0485802 Edm = 0.253266 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297493.9853154 Edm = 0.0747461 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297493.9123218 Edm = 0.00988241 NCalls = 209 -VariableMetric: Iteration # 68 - FCN = 297493.9048174 Edm = 0.000222513 NCalls = 211 -VariableMetric: Iteration # 69 - FCN = 297493.9045402 Edm = 3.01274e-05 NCalls = 213 -VariableMetric: After Hessian - FCN = 297493.9045402 Edm = 2464.03 NCalls = 690 -VariableMetric: Iteration # 70 - FCN = 297493.9045402 Edm = 2464.03 NCalls = 690 -VariableMetric: Iteration # 71 - FCN = 297491.1865272 Edm = 6669.21 NCalls = 695 -VariableMetric: Iteration # 72 - FCN = 297491.0761832 Edm = 1564.75 NCalls = 700 -VariableMetric: Iteration # 73 - FCN = 297491.0432053 Edm = 346.256 NCalls = 705 -VariableMetric: Iteration # 74 - FCN = 297491.021619 Edm = 866.074 NCalls = 709 -VariableMetric: Iteration # 75 - FCN = 297490.9650121 Edm = 957.903 NCalls = 712 -VariableMetric: Iteration # 76 - FCN = 297490.9422502 Edm = 1088.05 NCalls = 715 -VariableMetric: Iteration # 77 - FCN = 297490.5855444 Edm = 84.3463 NCalls = 718 -VariableMetric: Iteration # 78 - FCN = 297489.6362178 Edm = 123.512 NCalls = 721 -VariableMetric: Iteration # 79 - FCN = 297488.9300389 Edm = 40.0825 NCalls = 724 -VariableMetric: Iteration # 80 - FCN = 297487.5804064 Edm = 28.5173 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297487.4057195 Edm = 14.5404 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297487.3935608 Edm = 69.29 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297487.2167185 Edm = 85.1175 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297486.8184996 Edm = 3.84299 NCalls = 735 -VariableMetric: Iteration # 85 - FCN = 297486.1952302 Edm = 4.96237 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297486.1121577 Edm = 594.597 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297486.0676294 Edm = 457.113 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297486.0144836 Edm = 786.938 NCalls = 750 -VariableMetric: Iteration # 89 - FCN = 297485.9346163 Edm = 189.99 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297485.6844052 Edm = 30.7739 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297485.2526413 Edm = 31.6983 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297484.8178215 Edm = 8.48604 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297484.730436 Edm = 151.349 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297484.2216519 Edm = 40.5013 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297483.7356776 Edm = 6.68005 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297483.6301105 Edm = 12.0294 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297483.4243093 Edm = 6.80812 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297483.4116205 Edm = 10.0128 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297483.1246107 Edm = 15.9533 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297481.9738415 Edm = 84.215 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297481.7527808 Edm = 1.37593 NCalls = 788 -VariableMetric: Iteration # 102 - FCN = 297481.2349342 Edm = 16.1674 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297480.5832907 Edm = 4.23571 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297480.3072831 Edm = 3.53807 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297479.5864517 Edm = 4.51419 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297478.2147651 Edm = 20.3159 NCalls = 800 -VariableMetric: Iteration # 107 - FCN = 297476.9917687 Edm = 4.36884 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297475.4720562 Edm = 6.76467 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297474.1592183 Edm = 8.42461 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297472.4982375 Edm = 3.90456 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297471.9347873 Edm = 2.90164 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297471.2151063 Edm = 3.47361 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297469.5802566 Edm = 0.55122 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297469.0083676 Edm = 0.209378 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297468.9089652 Edm = 0.368967 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297468.7866752 Edm = 0.40366 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297468.6835329 Edm = 0.236497 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297468.4659851 Edm = 0.358551 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297467.8016522 Edm = 0.651337 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297467.1062099 Edm = 1.18224 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297467.0414493 Edm = 0.125451 NCalls = 847 -VariableMetric: Iteration # 122 - FCN = 297466.6328778 Edm = 1.18517 NCalls = 850 -VariableMetric: Iteration # 123 - FCN = 297465.8941281 Edm = 2.15257 NCalls = 854 -VariableMetric: Iteration # 124 - FCN = 297463.7547616 Edm = 6.9718 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297463.0510983 Edm = 0.923296 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297461.9905873 Edm = 2.75034 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297459.4519768 Edm = 5.40856 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297451.9596953 Edm = 37.3264 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297451.8967689 Edm = 0.0759236 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297451.7356031 Edm = 0.82969 NCalls = 883 -VariableMetric: Iteration # 131 - FCN = 297449.3890999 Edm = 6.19019 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297448.8712623 Edm = 1.41664 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297447.4241851 Edm = 1.99365 NCalls = 897 -VariableMetric: Iteration # 134 - FCN = 297446.0917091 Edm = 1.5219 NCalls = 901 -VariableMetric: Iteration # 135 - FCN = 297444.7038482 Edm = 1.74443 NCalls = 905 -VariableMetric: Iteration # 136 - FCN = 297443.9533073 Edm = 0.513841 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297442.941561 Edm = 0.421889 NCalls = 912 -VariableMetric: Iteration # 138 - FCN = 297442.7241969 Edm = 0.14971 NCalls = 914 -VariableMetric: Iteration # 139 - FCN = 297442.581353 Edm = 0.0607161 NCalls = 916 -VariableMetric: Iteration # 140 - FCN = 297442.4818762 Edm = 0.0378002 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297442.4289026 Edm = 0.0282221 NCalls = 920 -VariableMetric: Iteration # 142 - FCN = 297442.2747338 Edm = 0.120208 NCalls = 923 -VariableMetric: Iteration # 143 - FCN = 297442.0163957 Edm = 0.134312 NCalls = 925 -VariableMetric: Iteration # 144 - FCN = 297441.8801306 Edm = 0.139659 NCalls = 927 -VariableMetric: Iteration # 145 - FCN = 297441.7189215 Edm = 0.112493 NCalls = 930 -VariableMetric: Iteration # 146 - FCN = 297441.243884 Edm = 0.262325 NCalls = 933 -VariableMetric: Iteration # 147 - FCN = 297440.2184833 Edm = 0.519383 NCalls = 937 -VariableMetric: Iteration # 148 - FCN = 297439.3834763 Edm = 0.28955 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297439.0251662 Edm = 0.164 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297438.8914401 Edm = 0.0474199 NCalls = 944 -VariableMetric: Iteration # 151 - FCN = 297438.8423607 Edm = 0.0119695 NCalls = 946 -VariableMetric: Iteration # 152 - FCN = 297438.8213117 Edm = 0.00959561 NCalls = 948 -VariableMetric: Iteration # 153 - FCN = 297438.8069191 Edm = 0.00431102 NCalls = 950 -VariableMetric: Iteration # 154 - FCN = 297438.7999081 Edm = 0.000645996 NCalls = 952 -VariableMetric: Iteration # 155 - FCN = 297438.7991331 Edm = 0.000141817 NCalls = 954 -VariableMetric: Iteration # 156 - FCN = 297438.7989446 Edm = 3.54401e-05 NCalls = 956 -VariableMetric: After Hessian - FCN = 297438.7989446 Edm = 6.46787e-05 NCalls = 1445 -VariableMetric: Iteration # 157 - FCN = 297438.7989446 Edm = 6.46787e-05 NCalls = 1445 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317660.7512174 Edm = 4389.81 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317660.7512174 Edm = 4389.81 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298475.1536223 Edm = 1.65327 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298443.4636762 Edm = 13.277 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297728.4120837 Edm = 16.7974 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297694.5731837 Edm = 0.265168 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297694.2947811 Edm = 0.0696926 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297692.2043219 Edm = 2.1835 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297689.3550417 Edm = 2.38489 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297656.1905323 Edm = 0.216624 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297655.863463 Edm = 0.0277943 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297655.7745722 Edm = 0.0678855 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297645.646741 Edm = 8.32004 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297589.9685499 Edm = 2.28043 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297585.4166051 Edm = 1.65776 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297584.3634877 Edm = 0.031558 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297584.3096892 Edm = 0.0307093 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297584.2339018 Edm = 0.137466 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297567.2473326 Edm = 9.42888 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297525.42244 Edm = 6.34328 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297513.9640223 Edm = 0.691477 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297513.0750746 Edm = 0.0637075 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297512.7509626 Edm = 0.181591 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297511.070353 Edm = 0.448362 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297508.1896914 Edm = 1.45279 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297502.9327677 Edm = 4.46362 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297484.2719232 Edm = 10.4554 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297465.4484698 Edm = 3.68829 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297463.0883361 Edm = 0.168216 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297462.9677518 Edm = 0.0172034 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297462.9438936 Edm = 0.0113199 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297462.6501533 Edm = 0.318693 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297457.9971559 Edm = 5.07491 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297457.9731721 Edm = 0.0116912 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297456.8142891 Edm = 1.41468 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297456.704817 Edm = 0.106929 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297450.4422843 Edm = 6.54021 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297428.2232282 Edm = 1.29338 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297426.7487936 Edm = 0.215895 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297426.334585 Edm = 0.0383969 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297426.2460033 Edm = 0.0223143 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297426.0171071 Edm = 0.164133 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297418.3352446 Edm = 5.80337 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297385.2137899 Edm = 7.58428 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297374.4879226 Edm = 0.441684 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297374.0556836 Edm = 0.0715923 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297373.9996453 Edm = 0.0143341 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297373.9834568 Edm = 0.00935339 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297373.8618558 Edm = 0.127646 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297366.7981337 Edm = 0.865599 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297357.3599978 Edm = 0.672274 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297356.2674307 Edm = 0.132741 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297356.1174968 Edm = 0.0441596 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297356.0671548 Edm = 0.0128053 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297356.0460198 Edm = 0.00935273 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297356.019168 Edm = 0.0132369 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297355.9171731 Edm = 0.0418149 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297355.6080688 Edm = 0.12692 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297353.8871379 Edm = 0.768748 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297349.8523138 Edm = 2.94647 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297345.8654173 Edm = 5.22489 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297338.3153945 Edm = 5.66068 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297333.1786025 Edm = 5.46384 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297325.9204359 Edm = 3.58941 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297323.9643986 Edm = 5.2051 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297321.4060212 Edm = 1.13191 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297320.3929703 Edm = 0.162201 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297320.2479083 Edm = 0.00435394 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297320.2434497 Edm = 0.000554427 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297320.2423515 Edm = 0.000721997 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297320.2308463 Edm = 0.0127478 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297319.9329409 Edm = 0.229971 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297316.6125452 Edm = 1.25526 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297314.6616496 Edm = 0.246928 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297314.4056952 Edm = 0.058827 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297314.3360925 Edm = 0.00557452 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297314.3288428 Edm = 0.000939107 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297314.3254814 Edm = 0.00297888 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297314.2603161 Edm = 0.0724676 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297314.1044187 Edm = 0.154711 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297310.3575284 Edm = 0.923898 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297309.5115317 Edm = 0.00304341 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297309.5091163 Edm = 7.78244e-05 NCalls = 264 -VariableMetric: After Hessian - FCN = 297309.5091163 Edm = 35709 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297309.5091163 Edm = 35709 NCalls = 737 -VariableMetric: Iteration # 83 - FCN = 297308.0533586 Edm = 75302.1 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297307.7896431 Edm = 52572.1 NCalls = 756 -VariableMetric: Iteration # 85 - FCN = 297305.5589038 Edm = 38008.7 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297303.4659498 Edm = 8922.34 NCalls = 767 -VariableMetric: Iteration # 87 - FCN = 297303.2526178 Edm = 3333.81 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297302.2087314 Edm = 763.512 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297301.7871836 Edm = 480.843 NCalls = 780 -VariableMetric: Iteration # 90 - FCN = 297301.3478685 Edm = 1220.67 NCalls = 783 -VariableMetric: Iteration # 91 - FCN = 297300.1696845 Edm = 651.075 NCalls = 786 -VariableMetric: Iteration # 92 - FCN = 297299.6068051 Edm = 598.558 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297299.1184614 Edm = 74.7617 NCalls = 792 -VariableMetric: Iteration # 94 - FCN = 297298.1828392 Edm = 127.571 NCalls = 795 -VariableMetric: Iteration # 95 - FCN = 297293.6262994 Edm = 36.8052 NCalls = 802 -VariableMetric: Iteration # 96 - FCN = 297293.0359964 Edm = 18.5018 NCalls = 805 -VariableMetric: Iteration # 97 - FCN = 297292.2883916 Edm = 49.2854 NCalls = 807 -VariableMetric: Iteration # 98 - FCN = 297291.4228767 Edm = 21.012 NCalls = 809 -VariableMetric: Iteration # 99 - FCN = 297289.3924276 Edm = 60.4683 NCalls = 811 -VariableMetric: Iteration # 100 - FCN = 297288.4900418 Edm = 27.7143 NCalls = 813 -VariableMetric: Iteration # 101 - FCN = 297287.6694221 Edm = 7.29233 NCalls = 815 -VariableMetric: Iteration # 102 - FCN = 297287.0241348 Edm = 6.5678 NCalls = 817 -VariableMetric: Iteration # 103 - FCN = 297286.1687479 Edm = 25.3266 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297284.4716833 Edm = 49.598 NCalls = 823 -VariableMetric: Iteration # 105 - FCN = 297282.5314226 Edm = 12.6513 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297281.4335874 Edm = 10.5276 NCalls = 827 -VariableMetric: Iteration # 107 - FCN = 297277.590975 Edm = 20.8289 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297276.6476179 Edm = 12.5022 NCalls = 837 -VariableMetric: Iteration # 109 - FCN = 297275.2803631 Edm = 6.39387 NCalls = 839 -VariableMetric: Iteration # 110 - FCN = 297273.6399081 Edm = 2.51098 NCalls = 840 -VariableMetric: Iteration # 111 - FCN = 297272.4836476 Edm = 0.988014 NCalls = 842 -VariableMetric: Iteration # 112 - FCN = 297271.9543921 Edm = 0.698617 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297271.5230894 Edm = 1.16097 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297271.2222049 Edm = 0.859059 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297270.9207413 Edm = 0.366352 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297270.725204 Edm = 0.177461 NCalls = 855 -VariableMetric: Iteration # 117 - FCN = 297270.6027107 Edm = 0.0314155 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297270.5717014 Edm = 0.0129986 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297270.5650144 Edm = 0.00465367 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297270.5568951 Edm = 0.00458116 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297270.5336658 Edm = 0.0107718 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297270.5111971 Edm = 0.0108157 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297270.4996337 Edm = 0.0136131 NCalls = 869 -VariableMetric: Iteration # 124 - FCN = 297270.4839208 Edm = 0.00714573 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297270.4686508 Edm = 0.00938562 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297270.4565162 Edm = 0.0187421 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297270.4455411 Edm = 0.0081562 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297270.4384239 Edm = 0.00520763 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297270.4278634 Edm = 0.00859206 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297270.4058853 Edm = 0.0221005 NCalls = 891 -VariableMetric: Iteration # 131 - FCN = 297270.3715636 Edm = 0.0162186 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297270.3632722 Edm = 0.00535624 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297270.3551156 Edm = 0.00403111 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297270.3517549 Edm = 0.00246482 NCalls = 900 -VariableMetric: Iteration # 135 - FCN = 297270.3472765 Edm = 0.00243346 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297270.3450642 Edm = 0.00266834 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297270.3407079 Edm = 0.00191029 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297270.3352702 Edm = 0.00519759 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297270.330719 Edm = 0.00298881 NCalls = 912 -VariableMetric: Iteration # 140 - FCN = 297270.3253934 Edm = 0.00212763 NCalls = 915 -VariableMetric: Iteration # 141 - FCN = 297270.3228071 Edm = 0.0010963 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 297270.3215565 Edm = 0.00020903 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297270.3210756 Edm = 0.000338615 NCalls = 921 -VariableMetric: Iteration # 144 - FCN = 297270.3197869 Edm = 0.00146557 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 297270.3184998 Edm = 0.000629275 NCalls = 929 -VariableMetric: Iteration # 146 - FCN = 297270.3177291 Edm = 0.000261839 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 297270.3168367 Edm = 0.000553505 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297270.316368 Edm = 0.000412836 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297270.3159049 Edm = 0.000226655 NCalls = 941 -VariableMetric: Iteration # 150 - FCN = 297270.3156915 Edm = 0.000139765 NCalls = 943 -VariableMetric: Iteration # 151 - FCN = 297270.3154902 Edm = 0.000265733 NCalls = 946 -VariableMetric: Iteration # 152 - FCN = 297270.3152544 Edm = 0.000169026 NCalls = 948 -VariableMetric: Iteration # 153 - FCN = 297270.3143918 Edm = 0.000756551 NCalls = 951 -VariableMetric: Iteration # 154 - FCN = 297270.3097116 Edm = 0.00342724 NCalls = 956 -VariableMetric: Iteration # 155 - FCN = 297270.3094501 Edm = 0.000614798 NCalls = 958 -VariableMetric: Iteration # 156 - FCN = 297270.3084798 Edm = 0.00122436 NCalls = 960 -VariableMetric: Iteration # 157 - FCN = 297270.3066315 Edm = 0.000983967 NCalls = 964 -VariableMetric: Iteration # 158 - FCN = 297270.3052156 Edm = 0.00462907 NCalls = 967 -VariableMetric: Iteration # 159 - FCN = 297270.3042165 Edm = 0.00129499 NCalls = 969 -VariableMetric: Iteration # 160 - FCN = 297270.3025425 Edm = 0.000658015 NCalls = 972 -VariableMetric: Iteration # 161 - FCN = 297270.3014495 Edm = 0.000608811 NCalls = 974 -VariableMetric: Iteration # 162 - FCN = 297270.2991874 Edm = 0.00233693 NCalls = 978 -VariableMetric: Iteration # 163 - FCN = 297270.2924903 Edm = 0.0048549 NCalls = 983 -VariableMetric: Iteration # 164 - FCN = 297270.2857523 Edm = 0.00168355 NCalls = 985 -VariableMetric: Iteration # 165 - FCN = 297270.2840876 Edm = 0.00108315 NCalls = 986 -VariableMetric: Iteration # 166 - FCN = 297270.2832711 Edm = 0.000140324 NCalls = 989 -VariableMetric: Iteration # 167 - FCN = 297270.2831049 Edm = 6.27392e-05 NCalls = 991 -VariableMetric: After Hessian - FCN = 297270.2831049 Edm = 0.00105113 NCalls = 1476 -VariableMetric: Iteration # 168 - FCN = 297270.2831049 Edm = 0.00105113 NCalls = 1476 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 344728.4260896 Edm = 1798.25 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 344728.4260896 Edm = 1798.25 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303629.2191861 Edm = 20.6944 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301933.7007146 Edm = 138.973 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 301890.0378318 Edm = 5.71315 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 301886.3972727 Edm = 0.984503 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300466.94934 Edm = 113.958 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300466.94934 Edm = 113.958 NCalls = 41 -VariableMetric: After Hessian - FCN = 300466.94934 Edm = 1.02011e+08 NCalls = 512 -VariableMetric: Iteration # 7 - FCN = 300466.94934 Edm = 1.02011e+08 NCalls = 512 -VariableMetric: Iteration # 8 - FCN = 300466.94934 Edm = 1.02011e+08 NCalls = 523 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300896.3400715 Edm = 59.4266 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300896.3400715 Edm = 59.4266 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298259.2678491 Edm = 0.491413 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298256.675597 Edm = 9.94491 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298180.4945084 Edm = 40.3375 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297975.2126491 Edm = 0.162842 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297974.7063662 Edm = 0.168883 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297972.0589896 Edm = 1.99161 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297765.0224951 Edm = 28.8856 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297733.1245627 Edm = 0.520799 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297732.6220114 Edm = 0.229799 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297731.0887941 Edm = 1.82301 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297630.588286 Edm = 25.5629 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297580.6783899 Edm = 0.315109 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297580.362485 Edm = 0.0823871 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297579.6313753 Edm = 0.589506 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297528.4392723 Edm = 33.3714 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297465.151512 Edm = 1.1195 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297463.485407 Edm = 0.143091 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297463.2139556 Edm = 0.0468576 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297463.0888062 Edm = 0.0217675 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297460.862356 Edm = 1.65088 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297409.3519051 Edm = 13.0132 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297398.0035997 Edm = 2.41072 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297395.374952 Edm = 0.23548 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297395.1039898 Edm = 0.00599915 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297395.0787181 Edm = 0.0194882 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297394.6934498 Edm = 0.289479 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297388.3098143 Edm = 4.75841 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297357.1527089 Edm = 5.03482 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297351.9919614 Edm = 1.48757 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297351.2084282 Edm = 0.214624 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297351.0075724 Edm = 0.0126565 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297350.9934144 Edm = 0.00474795 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297350.9752837 Edm = 0.015781 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297350.6804852 Edm = 0.287569 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297339.5530335 Edm = 1.41477 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297337.4759405 Edm = 0.148883 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297337.2479417 Edm = 0.0180729 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297337.218229 Edm = 0.00340475 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297337.1941603 Edm = 0.0173417 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297336.9999091 Edm = 0.155824 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297331.8919136 Edm = 4.10964 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297305.3093926 Edm = 10.1506 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297285.3284745 Edm = 4.3516 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297278.1595697 Edm = 2.06473 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297276.3549813 Edm = 0.575052 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297275.7363711 Edm = 0.240243 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297275.4113194 Edm = 0.0404171 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297275.3653628 Edm = 0.00921522 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297275.3488882 Edm = 0.00308295 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297275.3435987 Edm = 0.00159776 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297275.3235909 Edm = 0.0213874 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297273.3291356 Edm = 0.847324 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297269.7628641 Edm = 3.09254 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297267.3252191 Edm = 0.903401 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297266.3970324 Edm = 0.0819746 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297266.3014627 Edm = 0.027559 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297266.2706018 Edm = 0.00635545 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297266.2639218 Edm = 0.000574072 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297266.2629108 Edm = 0.000174456 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297266.2613479 Edm = 0.00299647 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297266.2503108 Edm = 0.012439 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297266.0476663 Edm = 0.11096 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297264.5788566 Edm = 0.434801 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297263.9943598 Edm = 0.114492 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297263.9109819 Edm = 0.00715937 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297263.9025963 Edm = 0.000691409 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297263.9018364 Edm = 6.17592e-05 NCalls = 210 -VariableMetric: After Hessian - FCN = 297263.9018364 Edm = 10.9916 NCalls = 685 -VariableMetric: Iteration # 68 - FCN = 297263.9018364 Edm = 10.9916 NCalls = 685 -VariableMetric: Iteration # 69 - FCN = 297261.2081594 Edm = 1.17277 NCalls = 687 -VariableMetric: Iteration # 70 - FCN = 297260.6360938 Edm = 0.170322 NCalls = 689 -VariableMetric: Iteration # 71 - FCN = 297260.5525462 Edm = 0.0415371 NCalls = 691 -VariableMetric: Iteration # 72 - FCN = 297260.5232174 Edm = 0.0174602 NCalls = 693 -VariableMetric: Iteration # 73 - FCN = 297260.5003535 Edm = 0.00407565 NCalls = 695 -VariableMetric: Iteration # 74 - FCN = 297260.4947409 Edm = 0.00082659 NCalls = 697 -VariableMetric: Iteration # 75 - FCN = 297260.4936076 Edm = 8.94875e-05 NCalls = 699 -VariableMetric: Iteration # 76 - FCN = 297260.4935232 Edm = 8.44813e-06 NCalls = 701 -VariableMetric: After Hessian - FCN = 297260.4935232 Edm = 8.55479e-06 NCalls = 1182 -VariableMetric: Iteration # 77 - FCN = 297260.4935232 Edm = 8.55479e-06 NCalls = 1182 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312783.8057367 Edm = 25.1513 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312783.8057367 Edm = 25.1513 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301896.7816766 Edm = 3.8039 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301304.3023708 Edm = 6.18158 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301295.8488867 Edm = 4.88159 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298631.5756799 Edm = 186.848 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298480.114122 Edm = 3.87968 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298473.9860504 Edm = 2.7532 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297925.4776436 Edm = 118.136 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297828.3980308 Edm = 460.754 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297658.9968631 Edm = 9.55981 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297637.281817 Edm = 10.675 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297587.5438622 Edm = 57.638 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297571.2939801 Edm = 6.01879 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297568.1778449 Edm = 1.19724 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297567.430352 Edm = 0.166891 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297562.9701107 Edm = 4.88757 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297546.1693118 Edm = 10.6017 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297492.4878885 Edm = 11.8951 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297479.4374662 Edm = 1.41546 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297477.7223977 Edm = 0.798796 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297476.927836 Edm = 0.0939323 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297476.705558 Edm = 0.175091 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297471.6241278 Edm = 6.08023 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297471.3281574 Edm = 0.247928 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297468.2919291 Edm = 4.97279 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297466.6672717 Edm = 1.49924 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297465.4292654 Edm = 1.02273 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297437.8491225 Edm = 14.0283 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297399.7429228 Edm = 9.34655 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297382.0666751 Edm = 1.1265 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297381.1082998 Edm = 0.313847 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297380.8858276 Edm = 0.0332159 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297380.8207579 Edm = 0.0356115 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297380.5216898 Edm = 0.263668 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297365.7586752 Edm = 8.24144 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297346.9374796 Edm = 0.650467 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297346.1725268 Edm = 0.0238557 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297346.1286965 Edm = 0.0104723 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297346.0884024 Edm = 0.00621936 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297346.0673143 Edm = 0.00808998 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297345.8591303 Edm = 0.240041 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297345.6801433 Edm = 0.162266 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297331.6011 Edm = 4.82231 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297321.5729693 Edm = 2.20394 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297319.0395113 Edm = 1.89862 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297317.6420622 Edm = 0.373273 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297317.0127133 Edm = 0.113577 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297316.9086394 Edm = 0.0209304 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297316.8834065 Edm = 0.00310669 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297316.8757257 Edm = 0.00209647 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297316.8420068 Edm = 0.0282623 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297315.3367288 Edm = 1.93897 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297314.7375305 Edm = 16002 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297314.6350372 Edm = 20209.1 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297314.0991287 Edm = 23697.4 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297310.5968098 Edm = 4216.85 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297305.1135848 Edm = 7791.91 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297304.7650346 Edm = 28433 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297302.4049887 Edm = 12717.7 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297295.1393021 Edm = 772.246 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297293.8786229 Edm = 609.827 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297292.4657176 Edm = 195.937 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297290.4727534 Edm = 792.919 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297286.6039627 Edm = 286.099 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297285.6208779 Edm = 1649.37 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297282.4185698 Edm = 253.912 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297277.791039 Edm = 60.9769 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297276.4104313 Edm = 31.8385 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297275.7240023 Edm = 18.8331 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297274.8797317 Edm = 25.2817 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297272.9899276 Edm = 15.9384 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297272.5340036 Edm = 3.673 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297271.5184934 Edm = 7.48176 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297271.0153359 Edm = 0.569429 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297270.9499726 Edm = 1.59418 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297270.5411559 Edm = 0.786055 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297270.3639535 Edm = 0.251274 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297270.1518371 Edm = 0.118431 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297270.0534649 Edm = 0.0438012 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297270.0253331 Edm = 0.0106002 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297270.0114382 Edm = 0.00264465 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297270.0086571 Edm = 0.00073757 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297270.007201 Edm = 0.000382641 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297270.0064556 Edm = 0.000224766 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297270.0055728 Edm = 0.000378374 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297270.0051132 Edm = 0.000155154 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297270.0048865 Edm = 7.23542e-05 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297270.0046483 Edm = 4.06245e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297270.0046483 Edm = 8.19103e-05 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297270.0046483 Edm = 8.19103e-05 NCalls = 762 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321197.5011263 Edm = 60.1829 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321197.5011263 Edm = 60.1829 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300769.2611834 Edm = 33.2608 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300578.3175547 Edm = 34.1642 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300557.8501003 Edm = 2.91235 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299845.0903322 Edm = 93.0407 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299759.9207388 Edm = 161.531 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299639.1591739 Edm = 43.1703 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 299609.2827919 Edm = 184.224 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299550.9117985 Edm = 36.6843 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299529.3008552 Edm = 9.94051 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298954.4747534 Edm = 319.612 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297761.7836702 Edm = 304.819 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297649.4475268 Edm = 20.3308 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297625.7901722 Edm = 6.82667 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297571.206669 Edm = 23.2516 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297508.8960381 Edm = 9.21662 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297501.3465683 Edm = 0.535339 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297497.527842 Edm = 2.75419 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297474.7285131 Edm = 10.1209 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297413.6894489 Edm = 10.9423 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297387.9621524 Edm = 1.70997 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297385.4570703 Edm = 0.501079 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297384.408645 Edm = 0.135798 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297384.194231 Edm = 0.0148313 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297384.1245657 Edm = 0.0359956 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297383.4353078 Edm = 0.319624 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297378.6414084 Edm = 3.54931 NCalls = 84 -VariableMetric: Iteration # 27 - FCN = 297350.7713107 Edm = 3.18408 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297347.6379803 Edm = 1.13237 NCalls = 89 -VariableMetric: Iteration # 29 - FCN = 297345.9429257 Edm = 0.932045 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297344.7922533 Edm = 0.284668 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297344.4425401 Edm = 0.0669111 NCalls = 97 -VariableMetric: Iteration # 32 - FCN = 297344.3015542 Edm = 0.0899828 NCalls = 99 -VariableMetric: Iteration # 33 - FCN = 297343.6545314 Edm = 0.621229 NCalls = 103 -VariableMetric: Iteration # 34 - FCN = 297338.8606298 Edm = 3.35965 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297327.4872363 Edm = 7.80108 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297316.9602551 Edm = 5.93955 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297307.4828072 Edm = 1.66141 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297306.1860569 Edm = 0.663573 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297305.6302088 Edm = 0.0348253 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297305.5771255 Edm = 0.0148099 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297305.4128865 Edm = 0.188283 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297303.8863359 Edm = 1.27735 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297281.6131911 Edm = 5.18049 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297275.2839739 Edm = 0.642525 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297274.1551765 Edm = 0.353643 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297273.855211 Edm = 0.0437152 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297273.8124975 Edm = 0.0145343 NCalls = 146 -VariableMetric: Iteration # 48 - FCN = 297273.7982549 Edm = 0.00608958 NCalls = 148 -VariableMetric: Iteration # 49 - FCN = 297273.7536023 Edm = 0.0343133 NCalls = 151 -VariableMetric: Iteration # 50 - FCN = 297270.0380589 Edm = 4.08901 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297264.0391693 Edm = 5.93144 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297249.9634406 Edm = 1.49444 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297248.3743752 Edm = 0.311945 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297248.2138664 Edm = 0.115851 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297248.0332781 Edm = 0.0945665 NCalls = 170 -VariableMetric: Iteration # 56 - FCN = 297247.7624016 Edm = 0.170394 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297247.5293233 Edm = 0.402541 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297247.1443993 Edm = 0.368013 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297246.726263 Edm = 0.292212 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297246.4537579 Edm = 0.0903227 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297246.3771785 Edm = 0.0221543 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297246.3487668 Edm = 0.00390545 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297246.3331466 Edm = 0.00699618 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297246.1315471 Edm = 0.155094 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297239.9715229 Edm = 3.70545 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297228.4659697 Edm = 2.66966 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297226.5979914 Edm = 0.359361 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297226.2658327 Edm = 0.0962873 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297226.195745 Edm = 0.0311325 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297226.1076194 Edm = 0.0629989 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297226.0649237 Edm = 0.0690494 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297225.9424469 Edm = 0.192971 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297225.8593598 Edm = 0.202584 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297225.6764514 Edm = 0.147247 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297224.1604056 Edm = 1.00154 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297223.2768619 Edm = 1.92031 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297221.459593 Edm = 0.597234 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297220.4159172 Edm = 0.0833735 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297220.3109972 Edm = 0.0112427 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297220.2944491 Edm = 0.0066684 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297220.2846612 Edm = 0.00692944 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297220.2355242 Edm = 0.0344008 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297220.2284883 Edm = 0.0517069 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297220.1720186 Edm = 0.0810164 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297220.1630296 Edm = 0.0177515 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297220.0972525 Edm = 0.0722966 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297219.6493689 Edm = 0.203195 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297219.1581341 Edm = 0.493973 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297219.0372493 Edm = 0.313222 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297218.71493 Edm = 0.0230585 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297218.6855694 Edm = 0.00214241 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297218.6823852 Edm = 0.0020513 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297218.6740244 Edm = 0.00853116 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297218.1552659 Edm = 0.389672 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297210.3657658 Edm = 3.28928 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297201.0035193 Edm = 2.1688 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297198.8675498 Edm = 0.675865 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297198.0715106 Edm = 0.129828 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297197.9214386 Edm = 0.017756 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297197.9050068 Edm = 0.00096758 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297197.9034683 Edm = 0.000955268 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 297197.895529 Edm = 0.00721487 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297197.5700653 Edm = 0.262702 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297196.4090851 Edm = 2.1354 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297193.6071173 Edm = 2.13275 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297192.496533 Edm = 3.1122 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297188.5202748 Edm = 3.79895 NCalls = 342 -VariableMetric: Iteration # 108 - FCN = 297185.9253655 Edm = 0.966189 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297184.5307328 Edm = 0.213928 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297184.2677543 Edm = 0.0215833 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297184.2422641 Edm = 0.002786 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297184.2346473 Edm = 0.00522124 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297184.1826853 Edm = 0.0335907 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297184.0840911 Edm = 0.0264233 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297184.0268877 Edm = 0.00761396 NCalls = 362 -VariableMetric: Iteration # 116 - FCN = 297184.0157208 Edm = 0.00554317 NCalls = 364 -VariableMetric: Iteration # 117 - FCN = 297184.001077 Edm = 0.012026 NCalls = 368 -VariableMetric: Iteration # 118 - FCN = 297183.9346777 Edm = 0.203112 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297183.9236973 Edm = 0.0454684 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297183.6459678 Edm = 0.270175 NCalls = 387 -VariableMetric: Iteration # 121 - FCN = 297183.6411067 Edm = 0.0238688 NCalls = 390 -VariableMetric: Iteration # 122 - FCN = 297183.1926556 Edm = 0.480745 NCalls = 397 -VariableMetric: Iteration # 123 - FCN = 297183.1172079 Edm = 0.104477 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297183.0495998 Edm = 0.0908478 NCalls = 406 -VariableMetric: Iteration # 125 - FCN = 297183.0120799 Edm = 0.0253624 NCalls = 409 -VariableMetric: Iteration # 126 - FCN = 297182.2086443 Edm = 0.65967 NCalls = 414 -VariableMetric: Iteration # 127 - FCN = 297181.7333308 Edm = 0.40222 NCalls = 416 -VariableMetric: Iteration # 128 - FCN = 297180.9565106 Edm = 0.187496 NCalls = 419 -VariableMetric: Iteration # 129 - FCN = 297180.8309723 Edm = 0.0397069 NCalls = 421 -VariableMetric: Iteration # 130 - FCN = 297180.797016 Edm = 0.00277017 NCalls = 422 -VariableMetric: Iteration # 131 - FCN = 297180.7940581 Edm = 0.000154338 NCalls = 424 -VariableMetric: Iteration # 132 - FCN = 297180.7938981 Edm = 3.83065e-05 NCalls = 425 -VariableMetric: After Hessian - FCN = 297180.7938981 Edm = 6.86075 NCalls = 906 -VariableMetric: Iteration # 133 - FCN = 297180.7938981 Edm = 6.86075 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297180.1252578 Edm = 6.11242 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297179.3748727 Edm = 6.74692 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297178.4814137 Edm = 8.63141 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297177.1212083 Edm = 5.92676 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297175.2371199 Edm = 0.261849 NCalls = 916 -VariableMetric: Iteration # 139 - FCN = 297174.7898657 Edm = 0.111579 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297174.6314477 Edm = 0.0774175 NCalls = 921 -VariableMetric: Iteration # 141 - FCN = 297174.5052487 Edm = 0.0673435 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297174.4376041 Edm = 0.0209924 NCalls = 927 -VariableMetric: Iteration # 143 - FCN = 297174.3923117 Edm = 0.014028 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297174.3481836 Edm = 0.0120283 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297174.3304073 Edm = 0.0141552 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297174.3095041 Edm = 0.010926 NCalls = 936 -VariableMetric: Iteration # 147 - FCN = 297174.2636582 Edm = 0.0203302 NCalls = 938 -VariableMetric: Iteration # 148 - FCN = 297174.2394142 Edm = 0.011454 NCalls = 941 -VariableMetric: Iteration # 149 - FCN = 297174.222049 Edm = 0.0107935 NCalls = 943 -VariableMetric: Iteration # 150 - FCN = 297174.134985 Edm = 0.161613 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297174.0850851 Edm = 0.191119 NCalls = 955 -VariableMetric: Iteration # 152 - FCN = 297174.0619297 Edm = 0.0725115 NCalls = 958 -VariableMetric: Iteration # 153 - FCN = 297173.8454504 Edm = 0.349072 NCalls = 964 -VariableMetric: Iteration # 154 - FCN = 297173.6725205 Edm = 0.539215 NCalls = 970 -VariableMetric: Iteration # 155 - FCN = 297173.6246153 Edm = 0.100575 NCalls = 975 -VariableMetric: Iteration # 156 - FCN = 297173.3075197 Edm = 0.553336 NCalls = 981 -VariableMetric: Iteration # 157 - FCN = 297172.9190441 Edm = 0.421878 NCalls = 988 -VariableMetric: Iteration # 158 - FCN = 297172.8958748 Edm = 0.0438925 NCalls = 990 -VariableMetric: Iteration # 159 - FCN = 297172.6866959 Edm = 0.188741 NCalls = 996 -VariableMetric: Iteration # 160 - FCN = 297172.0022901 Edm = 0.211757 NCalls = 999 -VariableMetric: Iteration # 161 - FCN = 297171.7522735 Edm = 0.0670907 NCalls = 1000 -VariableMetric: Iteration # 162 - FCN = 297171.6768714 Edm = 0.0352055 NCalls = 1003 -VariableMetric: Iteration # 163 - FCN = 297171.6114575 Edm = 0.0220823 NCalls = 1005 -VariableMetric: Iteration # 164 - FCN = 297171.5723779 Edm = 0.015142 NCalls = 1007 -VariableMetric: Iteration # 165 - FCN = 297171.5370111 Edm = 0.0232035 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297171.4773413 Edm = 0.0168442 NCalls = 1012 -VariableMetric: Iteration # 167 - FCN = 297171.4531019 Edm = 0.00838109 NCalls = 1015 -VariableMetric: Iteration # 168 - FCN = 297171.4438561 Edm = 0.00316308 NCalls = 1017 -VariableMetric: Iteration # 169 - FCN = 297171.4404839 Edm = 0.00146078 NCalls = 1018 -VariableMetric: Iteration # 170 - FCN = 297171.4369564 Edm = 0.0022815 NCalls = 1020 -VariableMetric: Iteration # 171 - FCN = 297171.4317344 Edm = 0.00182956 NCalls = 1022 -VariableMetric: Iteration # 172 - FCN = 297171.4277676 Edm = 0.00202473 NCalls = 1024 -VariableMetric: Iteration # 173 - FCN = 297171.4212068 Edm = 0.00262927 NCalls = 1027 -VariableMetric: Iteration # 174 - FCN = 297171.4170986 Edm = 0.00148992 NCalls = 1030 -VariableMetric: Iteration # 175 - FCN = 297171.4158715 Edm = 0.000297634 NCalls = 1032 -VariableMetric: Iteration # 176 - FCN = 297171.4153156 Edm = 0.00024847 NCalls = 1034 -VariableMetric: Iteration # 177 - FCN = 297171.4144517 Edm = 0.000288231 NCalls = 1036 -VariableMetric: Iteration # 178 - FCN = 297171.4137825 Edm = 0.000336547 NCalls = 1038 -VariableMetric: Iteration # 179 - FCN = 297171.4125706 Edm = 0.000958368 NCalls = 1041 -VariableMetric: Iteration # 180 - FCN = 297171.4114959 Edm = 0.000255152 NCalls = 1045 -VariableMetric: Iteration # 181 - FCN = 297171.4111764 Edm = 2.13834e-05 NCalls = 1047 -VariableMetric: After Hessian - FCN = 297171.4111764 Edm = 8.75842e-05 NCalls = 1540 -VariableMetric: Iteration # 182 - FCN = 297171.4111764 Edm = 8.75842e-05 NCalls = 1540 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332009.9225009 Edm = 343.62 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332009.9225009 Edm = 343.62 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303253.7077854 Edm = 13.4451 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302800.6276936 Edm = 1778.06 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302401.247493 Edm = 6685.34 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302145.6648367 Edm = 1421.89 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 301925.6469786 Edm = 289.658 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 301830.1453131 Edm = 2.89256 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 301826.8385953 Edm = 2.36432 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 301576.7259309 Edm = 91.5438 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 301240.8367714 Edm = 2.40944 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 301235.8324637 Edm = 2.38378 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 301231.6719462 Edm = 1.5661 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 299890.5235453 Edm = 239.403 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 299880.8351598 Edm = 281.874 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 299850.2059486 Edm = 12.0133 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 299134.1649593 Edm = 279.926 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 299109.7738123 Edm = 129.475 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 298889.8461406 Edm = 107.711 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 298806.4442106 Edm = 10.4728 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 298788.895262 Edm = 13.3635 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 298017.9978248 Edm = 188.689 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297534.4378868 Edm = 23.6292 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297495.2607652 Edm = 0.47122 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297494.7519926 Edm = 0.0317187 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297494.7013102 Edm = 0.0241039 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297488.9763742 Edm = 6.44161 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297488.9027754 Edm = 0.0572962 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297468.9285127 Edm = 3.59676 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297433.8460896 Edm = 17.6771 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297371.6274485 Edm = 0.844116 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297370.8869729 Edm = 0.50211 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297367.8386826 Edm = 1.49994 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297362.034711 Edm = 2.38512 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297360.2574259 Edm = 0.752988 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297359.7288855 Edm = 0.177263 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297359.499557 Edm = 0.0668894 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297359.4358897 Edm = 0.018258 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297359.2784065 Edm = 0.136496 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297351.5074021 Edm = 7.90864 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297322.4003106 Edm = 20.8039 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297240.3985719 Edm = 21.9427 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297236.1180342 Edm = 6.05453 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297223.1741152 Edm = 8.92254 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297220.7903053 Edm = 22.7536 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297203.3352125 Edm = 13.9323 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297189.8354032 Edm = 5.52875 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297187.4909089 Edm = 0.298951 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297187.3655687 Edm = 0.0536771 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297187.3272799 Edm = 0.00798793 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297187.3150135 Edm = 0.0151345 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297186.6714219 Edm = 0.577049 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297163.2391551 Edm = 4.71022 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297155.3060363 Edm = 0.172044 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297155.0701349 Edm = 0.00545478 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297155.0557863 Edm = 0.00673061 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297154.8416893 Edm = 0.179794 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297150.272817 Edm = 1.94791 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297145.4147653 Edm = 0.630341 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297144.446036 Edm = 0.239635 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297144.0853913 Edm = 0.106056 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297143.8379744 Edm = 0.0488084 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297143.7974474 Edm = 0.0143902 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297143.7830606 Edm = 0.00155579 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297143.7804596 Edm = 0.000684732 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297143.7682875 Edm = 0.0105942 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297143.174288 Edm = 0.460023 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297141.319786 Edm = 3.18619 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297134.9196812 Edm = 4.02641 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297130.7434991 Edm = 1.21476 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297129.8794121 Edm = 0.250101 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297129.7239513 Edm = 0.0417626 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297129.6727106 Edm = 0.0124006 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297129.6544072 Edm = 0.00243217 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297129.6509632 Edm = 0.000460785 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297129.6493104 Edm = 0.00109841 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297129.3648197 Edm = 0.262409 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297122.4063261 Edm = 0.337371 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297121.7913821 Edm = 0.17246 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297121.3398458 Edm = 2.65577 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297120.9006183 Edm = 0.107534 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297120.7962999 Edm = 0.057403 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297120.7668574 Edm = 0.0190749 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297120.741512 Edm = 0.00506364 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297120.7321488 Edm = 0.00122664 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297120.7301115 Edm = 0.00028138 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297120.7292544 Edm = 0.000633104 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297120.6651359 Edm = 0.06668 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297120.6615391 Edm = 0.00348017 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297120.3722827 Edm = 0.120125 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297120.2928446 Edm = 0.000671827 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297120.2921207 Edm = 0.000331104 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297120.2903342 Edm = 0.00190273 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297120.1272519 Edm = 0.129985 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297115.5955017 Edm = 1.03469 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297114.3934923 Edm = 0.0587056 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297114.3299968 Edm = 0.0155001 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297114.3056814 Edm = 0.00704708 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297114.2941549 Edm = 0.00307906 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297114.2865717 Edm = 0.00119087 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297114.2850113 Edm = 0.000469922 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297114.2845882 Edm = 9.81751e-05 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297114.2844047 Edm = 4.74554e-05 NCalls = 324 -VariableMetric: After Hessian - FCN = 297114.2844047 Edm = 3.36986 NCalls = 811 -VariableMetric: Iteration # 102 - FCN = 297114.2844047 Edm = 3.36986 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297113.9386664 Edm = 3.07859 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297111.2895929 Edm = 3.29751 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297111.2665884 Edm = 0.821931 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297111.1874683 Edm = 0.744026 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297111.1128058 Edm = 0.274192 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297110.956521 Edm = 0.147019 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297110.8565991 Edm = 0.116739 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297110.6747564 Edm = 0.27144 NCalls = 828 -VariableMetric: Iteration # 111 - FCN = 297110.3501029 Edm = 1.38837 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297109.7385845 Edm = 1.21106 NCalls = 838 -VariableMetric: Iteration # 113 - FCN = 297109.6952116 Edm = 0.199302 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297109.0260492 Edm = 0.794351 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297108.5846151 Edm = 1.10512 NCalls = 847 -VariableMetric: Iteration # 116 - FCN = 297107.6954129 Edm = 0.889956 NCalls = 852 -VariableMetric: Iteration # 117 - FCN = 297107.42131 Edm = 0.450539 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297106.9874379 Edm = 0.428277 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297106.5235329 Edm = 0.135599 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297106.3903418 Edm = 0.102024 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297106.3284956 Edm = 0.0938685 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297106.2618127 Edm = 0.0674763 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297106.2149248 Edm = 0.0189559 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297106.1876953 Edm = 0.00431512 NCalls = 875 -VariableMetric: Iteration # 125 - FCN = 297106.1801446 Edm = 0.00225273 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297106.1732467 Edm = 0.00216109 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297106.1695847 Edm = 0.000999914 NCalls = 881 -VariableMetric: Iteration # 128 - FCN = 297106.1679966 Edm = 0.000546573 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297106.164325 Edm = 0.00294367 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297106.1582088 Edm = 0.00216056 NCalls = 892 -VariableMetric: Iteration # 131 - FCN = 297106.1548974 Edm = 0.00105229 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297106.1535735 Edm = 0.00137518 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297106.1521787 Edm = 0.000334174 NCalls = 899 -VariableMetric: Iteration # 134 - FCN = 297106.1516029 Edm = 0.000101736 NCalls = 901 -VariableMetric: Iteration # 135 - FCN = 297106.1507756 Edm = 0.000573881 NCalls = 904 -VariableMetric: Iteration # 136 - FCN = 297106.1486552 Edm = 0.00254318 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297106.1462727 Edm = 0.000894978 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297106.1448514 Edm = 0.000983976 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297106.144259 Edm = 0.000323077 NCalls = 916 -VariableMetric: Iteration # 140 - FCN = 297106.1437074 Edm = 7.42948e-05 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297106.1435995 Edm = 5.34039e-05 NCalls = 920 -VariableMetric: After Hessian - FCN = 297106.1435995 Edm = 9.51529e-05 NCalls = 1413 -VariableMetric: Iteration # 142 - FCN = 297106.1435995 Edm = 9.51529e-05 NCalls = 1413 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307364.9157167 Edm = 895.659 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307364.9157167 Edm = 895.659 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306283.5994054 Edm = 125.203 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 303569.1540028 Edm = 62.3296 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 302874.3739307 Edm = 8.04042 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 302752.7442852 Edm = 33.3829 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 302355.0699542 Edm = 216.259 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301997.717254 Edm = 164.233 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 301717.4183939 Edm = 657.451 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 301459.1936416 Edm = 83.0202 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 301216.4267653 Edm = 113.258 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 301158.2394932 Edm = 185.41 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 301135.3073487 Edm = 6.31875 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 301131.7136429 Edm = 1.85422 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 301126.9783376 Edm = 5.45072 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 300894.4386977 Edm = 133.399 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 300257.5072551 Edm = 162.823 NCalls = 79 -VariableMetric: Iteration # 16 - FCN = 300195.5278943 Edm = 55.5775 NCalls = 81 -VariableMetric: Iteration # 17 - FCN = 300146.5016824 Edm = 5.32135 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 300125.7204622 Edm = 11.4019 NCalls = 87 -VariableMetric: Iteration # 19 - FCN = 299746.3580757 Edm = 149.144 NCalls = 96 -VariableMetric: Iteration # 20 - FCN = 299712.1291112 Edm = 234.3 NCalls = 98 -VariableMetric: Iteration # 21 - FCN = 299444.9776173 Edm = 12.0402 NCalls = 102 -VariableMetric: Iteration # 22 - FCN = 299426.499164 Edm = 5.85421 NCalls = 104 -VariableMetric: Iteration # 23 - FCN = 299375.6550902 Edm = 17.8508 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 299268.5926236 Edm = 56.5539 NCalls = 110 -VariableMetric: Iteration # 25 - FCN = 299208.2885614 Edm = 31.9082 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 299165.0305171 Edm = 49.2825 NCalls = 114 -VariableMetric: Iteration # 27 - FCN = 299097.1814978 Edm = 26.2664 NCalls = 119 -VariableMetric: Iteration # 28 - FCN = 299058.7662081 Edm = 83.3288 NCalls = 122 -VariableMetric: Iteration # 29 - FCN = 298934.5099219 Edm = 128.229 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 298895.7833294 Edm = 8.35475 NCalls = 132 -VariableMetric: Iteration # 31 - FCN = 298883.4526315 Edm = 10.4954 NCalls = 134 -VariableMetric: Iteration # 32 - FCN = 298877.4536242 Edm = 2.06234 NCalls = 136 -VariableMetric: Iteration # 33 - FCN = 298871.3227809 Edm = 1.1625 NCalls = 138 -VariableMetric: Iteration # 34 - FCN = 298870.2111174 Edm = 0.536481 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 298844.9919673 Edm = 75.419 NCalls = 149 -VariableMetric: Iteration # 36 - FCN = 298844.8967358 Edm = 0.185836 NCalls = 152 -VariableMetric: Iteration # 37 - FCN = 298843.4235725 Edm = 0.80075 NCalls = 155 -VariableMetric: Iteration # 38 - FCN = 298835.4036318 Edm = 0.681925 NCalls = 159 -VariableMetric: Iteration # 39 - FCN = 298832.3208837 Edm = 1.81415 NCalls = 162 -VariableMetric: Iteration # 40 - FCN = 298731.3303931 Edm = 82.8929 NCalls = 168 -VariableMetric: Iteration # 41 - FCN = 298485.9606715 Edm = 580.326 NCalls = 175 -VariableMetric: Iteration # 42 - FCN = 298278.1026196 Edm = 909.316 NCalls = 182 -VariableMetric: Iteration # 43 - FCN = 298107.2984298 Edm = 230.519 NCalls = 185 -VariableMetric: Iteration # 44 - FCN = 298044.0888346 Edm = 52.3843 NCalls = 187 -VariableMetric: Iteration # 45 - FCN = 298027.2052868 Edm = 3.11378 NCalls = 189 -VariableMetric: Iteration # 46 - FCN = 298024.211933 Edm = 0.166517 NCalls = 191 -VariableMetric: Iteration # 47 - FCN = 298020.5869195 Edm = 4.11719 NCalls = 195 -VariableMetric: Iteration # 48 - FCN = 298012.2051347 Edm = 6.95129 NCalls = 200 -VariableMetric: Iteration # 49 - FCN = 297521.3443264 Edm = 30.6859 NCalls = 206 -VariableMetric: Iteration # 50 - FCN = 297437.5175009 Edm = 12.7787 NCalls = 209 -VariableMetric: Iteration # 51 - FCN = 297431.7830625 Edm = 0.900373 NCalls = 211 -VariableMetric: Iteration # 52 - FCN = 297430.5116833 Edm = 0.53496 NCalls = 213 -VariableMetric: Iteration # 53 - FCN = 297428.6353522 Edm = 0.20533 NCalls = 216 -VariableMetric: Iteration # 54 - FCN = 297428.3378587 Edm = 0.0869104 NCalls = 218 -VariableMetric: Iteration # 55 - FCN = 297426.6713681 Edm = 0.158761 NCalls = 223 -VariableMetric: Iteration # 56 - FCN = 297426.5123762 Edm = 0.0251317 NCalls = 224 -VariableMetric: Iteration # 57 - FCN = 297426.4528562 Edm = 0.0507824 NCalls = 226 -VariableMetric: Iteration # 58 - FCN = 297425.880082 Edm = 0.808142 NCalls = 230 -VariableMetric: Iteration # 59 - FCN = 297425.6489082 Edm = 0.211182 NCalls = 233 -VariableMetric: Iteration # 60 - FCN = 297424.7024113 Edm = 0.819934 NCalls = 238 -VariableMetric: Iteration # 61 - FCN = 297391.3286172 Edm = 11.0704 NCalls = 243 -VariableMetric: Iteration # 62 - FCN = 297364.5532084 Edm = 9.26119 NCalls = 245 -VariableMetric: Iteration # 63 - FCN = 297343.8857535 Edm = 5.00903 NCalls = 248 -VariableMetric: Iteration # 64 - FCN = 297338.7775213 Edm = 2.65161 NCalls = 251 -VariableMetric: Iteration # 65 - FCN = 297336.9757356 Edm = 0.595493 NCalls = 253 -VariableMetric: Iteration # 66 - FCN = 297333.1203997 Edm = 1.65021 NCalls = 257 -VariableMetric: Iteration # 67 - FCN = 297325.087353 Edm = 6.56033 NCalls = 265 -VariableMetric: Iteration # 68 - FCN = 297324.728039 Edm = 0.911917 NCalls = 267 -VariableMetric: Iteration # 69 - FCN = 297323.1692328 Edm = 1.03532 NCalls = 270 -VariableMetric: Iteration # 70 - FCN = 297320.3399806 Edm = 1.29533 NCalls = 273 -VariableMetric: Iteration # 71 - FCN = 297319.3706239 Edm = 0.587644 NCalls = 275 -VariableMetric: Iteration # 72 - FCN = 297318.9818577 Edm = 0.0357264 NCalls = 276 -VariableMetric: Iteration # 73 - FCN = 297318.9314881 Edm = 0.00535377 NCalls = 278 -VariableMetric: Iteration # 74 - FCN = 297318.9205128 Edm = 0.00282724 NCalls = 280 -VariableMetric: Iteration # 75 - FCN = 297318.9082201 Edm = 0.00885679 NCalls = 282 -VariableMetric: Iteration # 76 - FCN = 297318.5576077 Edm = 0.354318 NCalls = 286 -VariableMetric: Iteration # 77 - FCN = 297314.6736243 Edm = 3.60224 NCalls = 293 -VariableMetric: Iteration # 78 - FCN = 297304.1263113 Edm = 11.1932 NCalls = 299 -VariableMetric: Iteration # 79 - FCN = 297298.0666969 Edm = 3.15831 NCalls = 302 -VariableMetric: Iteration # 80 - FCN = 297294.2450997 Edm = 2.3222 NCalls = 305 -VariableMetric: Iteration # 81 - FCN = 297291.9359065 Edm = 1.02834 NCalls = 307 -VariableMetric: Iteration # 82 - FCN = 297290.7039703 Edm = 0.867414 NCalls = 309 -VariableMetric: Iteration # 83 - FCN = 297289.854613 Edm = 0.748899 NCalls = 311 -VariableMetric: Iteration # 84 - FCN = 297288.8189832 Edm = 0.121231 NCalls = 314 -VariableMetric: Iteration # 85 - FCN = 297288.6708623 Edm = 0.0136383 NCalls = 316 -VariableMetric: Iteration # 86 - FCN = 297288.6504879 Edm = 0.00244735 NCalls = 318 -VariableMetric: Iteration # 87 - FCN = 297288.6459898 Edm = 0.00152867 NCalls = 320 -VariableMetric: Iteration # 88 - FCN = 297288.640372 Edm = 0.00344753 NCalls = 322 -VariableMetric: Iteration # 89 - FCN = 297288.6144906 Edm = 0.0216027 NCalls = 325 -VariableMetric: Iteration # 90 - FCN = 297283.6246902 Edm = 4.31985 NCalls = 331 -VariableMetric: Iteration # 91 - FCN = 297260.5898796 Edm = 10.6576 NCalls = 333 -VariableMetric: Iteration # 92 - FCN = 297256.0236082 Edm = 2.08214 NCalls = 335 -VariableMetric: Iteration # 93 - FCN = 297254.3989725 Edm = 0.565083 NCalls = 336 -VariableMetric: Iteration # 94 - FCN = 297253.4981971 Edm = 0.913367 NCalls = 338 -VariableMetric: Iteration # 95 - FCN = 297253.1117652 Edm = 0.596293 NCalls = 340 -VariableMetric: Iteration # 96 - FCN = 297252.5252802 Edm = 0.170864 NCalls = 342 -VariableMetric: Iteration # 97 - FCN = 297252.273435 Edm = 0.015641 NCalls = 344 -VariableMetric: Iteration # 98 - FCN = 297252.2488168 Edm = 0.000710027 NCalls = 346 -VariableMetric: Iteration # 99 - FCN = 297252.2478236 Edm = 0.000264227 NCalls = 348 -VariableMetric: Iteration # 100 - FCN = 297252.246389 Edm = 0.00176291 NCalls = 351 -VariableMetric: Iteration # 101 - FCN = 297252.2424133 Edm = 0.00374569 NCalls = 355 -VariableMetric: Iteration # 102 - FCN = 297252.2286229 Edm = 0.00805635 NCalls = 357 -VariableMetric: Iteration # 103 - FCN = 297252.0803352 Edm = 0.140578 NCalls = 361 -VariableMetric: Iteration # 104 - FCN = 297250.81866 Edm = 0.145046 NCalls = 367 -VariableMetric: Iteration # 105 - FCN = 297250.6283732 Edm = 0.00748051 NCalls = 369 -VariableMetric: Iteration # 106 - FCN = 297250.6162491 Edm = 0.0020181 NCalls = 371 -VariableMetric: Iteration # 107 - FCN = 297250.6135731 Edm = 0.000477271 NCalls = 373 -VariableMetric: Iteration # 108 - FCN = 297250.6127248 Edm = 0.000397042 NCalls = 375 -VariableMetric: Iteration # 109 - FCN = 297250.5929098 Edm = 0.0178976 NCalls = 380 -VariableMetric: Iteration # 110 - FCN = 297248.8053937 Edm = 3.06941 NCalls = 389 -VariableMetric: Iteration # 111 - FCN = 297248.7958682 Edm = 0.0253425 NCalls = 391 -VariableMetric: Iteration # 112 - FCN = 297248.7070795 Edm = 0.0907373 NCalls = 393 -VariableMetric: Iteration # 113 - FCN = 297245.1513383 Edm = 2.38145 NCalls = 400 -VariableMetric: Iteration # 114 - FCN = 297242.3809313 Edm = 1.05176 NCalls = 402 -VariableMetric: Iteration # 115 - FCN = 297241.4803107 Edm = 0.2255 NCalls = 404 -VariableMetric: Iteration # 116 - FCN = 297241.294984 Edm = 0.111233 NCalls = 406 -VariableMetric: Iteration # 117 - FCN = 297241.182513 Edm = 0.0489232 NCalls = 408 -VariableMetric: Iteration # 118 - FCN = 297240.6527613 Edm = 0.556037 NCalls = 416 -VariableMetric: Iteration # 119 - FCN = 297240.6236103 Edm = 0.188719 NCalls = 419 -VariableMetric: Iteration # 120 - FCN = 297240.2878124 Edm = 0.46511 NCalls = 423 -VariableMetric: Iteration # 121 - FCN = 297239.3199724 Edm = 1.09563 NCalls = 427 -VariableMetric: Iteration # 122 - FCN = 297238.8463544 Edm = 0.466448 NCalls = 431 -VariableMetric: Iteration # 123 - FCN = 297237.159669 Edm = 1.50899 NCalls = 436 -VariableMetric: Iteration # 124 - FCN = 297237.1173372 Edm = 0.0373059 NCalls = 438 -VariableMetric: Iteration # 125 - FCN = 297236.9483272 Edm = 0.192716 NCalls = 441 -VariableMetric: Iteration # 126 - FCN = 297234.2016853 Edm = 1.59453 NCalls = 447 -VariableMetric: Iteration # 127 - FCN = 297231.9353896 Edm = 0.327406 NCalls = 449 -VariableMetric: Iteration # 128 - FCN = 297231.4960876 Edm = 0.0344257 NCalls = 451 -VariableMetric: Iteration # 129 - FCN = 297231.4584916 Edm = 0.00994535 NCalls = 453 -VariableMetric: Iteration # 130 - FCN = 297231.4374299 Edm = 0.0117843 NCalls = 455 -VariableMetric: Iteration # 131 - FCN = 297231.4062865 Edm = 0.0107107 NCalls = 457 -VariableMetric: Iteration # 132 - FCN = 297231.3832833 Edm = 0.00445091 NCalls = 459 -VariableMetric: Iteration # 133 - FCN = 297231.3727242 Edm = 0.0021955 NCalls = 461 -VariableMetric: Iteration # 134 - FCN = 297231.3704232 Edm = 0.000478281 NCalls = 462 -VariableMetric: Iteration # 135 - FCN = 297231.3696399 Edm = 0.00034475 NCalls = 464 -VariableMetric: Iteration # 136 - FCN = 297231.3425894 Edm = 0.0244666 NCalls = 469 -VariableMetric: Iteration # 137 - FCN = 297229.6217658 Edm = 0.50201 NCalls = 474 -VariableMetric: Iteration # 138 - FCN = 297229.1221761 Edm = 0.301487 NCalls = 477 -VariableMetric: Iteration # 139 - FCN = 297228.9160046 Edm = 0.0486765 NCalls = 479 -VariableMetric: Iteration # 140 - FCN = 297228.8743521 Edm = 0.0335359 NCalls = 482 -VariableMetric: Iteration # 141 - FCN = 297228.755297 Edm = 0.109549 NCalls = 486 -VariableMetric: Iteration # 142 - FCN = 297228.3572064 Edm = 0.264123 NCalls = 494 -VariableMetric: Iteration # 143 - FCN = 297228.2485488 Edm = 0.811809 NCalls = 496 -VariableMetric: Iteration # 144 - FCN = 297227.89877 Edm = 0.0636978 NCalls = 498 -VariableMetric: Iteration # 145 - FCN = 297227.7224384 Edm = 0.162086 NCalls = 501 -VariableMetric: Iteration # 146 - FCN = 297227.60574 Edm = 0.0510466 NCalls = 503 -VariableMetric: Iteration # 147 - FCN = 297227.546528 Edm = 0.013369 NCalls = 505 -VariableMetric: Iteration # 148 - FCN = 297227.5334078 Edm = 0.00283459 NCalls = 507 -VariableMetric: Iteration # 149 - FCN = 297227.5303608 Edm = 0.000422477 NCalls = 509 -VariableMetric: Iteration # 150 - FCN = 297227.5298472 Edm = 0.000203573 NCalls = 511 -VariableMetric: Iteration # 151 - FCN = 297227.5287602 Edm = 0.000990272 NCalls = 514 -VariableMetric: Iteration # 152 - FCN = 297227.3884304 Edm = 0.0957572 NCalls = 521 -VariableMetric: Iteration # 153 - FCN = 297226.0500206 Edm = 0.49513 NCalls = 525 -VariableMetric: Iteration # 154 - FCN = 297225.2950745 Edm = 0.124501 NCalls = 527 -VariableMetric: Iteration # 155 - FCN = 297225.1767231 Edm = 0.0168463 NCalls = 528 -VariableMetric: Iteration # 156 - FCN = 297225.1604711 Edm = 0.000628589 NCalls = 530 -VariableMetric: Iteration # 157 - FCN = 297225.1599162 Edm = 4.47463e-05 NCalls = 532 -VariableMetric: After Hessian - FCN = 297225.1599162 Edm = 1174.86 NCalls = 1007 -VariableMetric: Iteration # 158 - FCN = 297225.1599162 Edm = 1174.86 NCalls = 1007 -VariableMetric: Iteration # 159 - FCN = 297220.9873531 Edm = 4493.6 NCalls = 1014 -VariableMetric: Iteration # 160 - FCN = 297220.9452793 Edm = 11365.7 NCalls = 1020 -VariableMetric: Iteration # 161 - FCN = 297220.7638847 Edm = 2037.77 NCalls = 1024 -VariableMetric: Iteration # 162 - FCN = 297220.4026329 Edm = 905.394 NCalls = 1028 -VariableMetric: Iteration # 163 - FCN = 297220.3426725 Edm = 828.091 NCalls = 1032 -VariableMetric: Iteration # 164 - FCN = 297219.4844192 Edm = 354.166 NCalls = 1035 -VariableMetric: Iteration # 165 - FCN = 297219.2522539 Edm = 108.889 NCalls = 1038 -VariableMetric: Iteration # 166 - FCN = 297219.1401772 Edm = 65.6855 NCalls = 1041 -VariableMetric: Iteration # 167 - FCN = 297219.0086587 Edm = 88.5673 NCalls = 1044 -VariableMetric: Iteration # 168 - FCN = 297218.0859018 Edm = 260.579 NCalls = 1046 -VariableMetric: Iteration # 169 - FCN = 297217.5922945 Edm = 68.3728 NCalls = 1048 -VariableMetric: Iteration # 170 - FCN = 297217.4955666 Edm = 5.94356 NCalls = 1051 -VariableMetric: Iteration # 171 - FCN = 297217.4160597 Edm = 14.5814 NCalls = 1054 -VariableMetric: Iteration # 172 - FCN = 297217.359486 Edm = 31.9308 NCalls = 1056 -VariableMetric: Iteration # 173 - FCN = 297217.332009 Edm = 8.30641 NCalls = 1059 -VariableMetric: Iteration # 174 - FCN = 297216.9542298 Edm = 3.43655 NCalls = 1061 -VariableMetric: Iteration # 175 - FCN = 297216.7471833 Edm = 1.36985 NCalls = 1063 -VariableMetric: Iteration # 176 - FCN = 297216.4503202 Edm = 1.14127 NCalls = 1065 -VariableMetric: Iteration # 177 - FCN = 297216.3511192 Edm = 0.647663 NCalls = 1067 -VariableMetric: Iteration # 178 - FCN = 297216.1616691 Edm = 2.30506 NCalls = 1069 -VariableMetric: Iteration # 179 - FCN = 297216.0310174 Edm = 0.508969 NCalls = 1071 -VariableMetric: Iteration # 180 - FCN = 297215.8775277 Edm = 0.392568 NCalls = 1073 -VariableMetric: Iteration # 181 - FCN = 297215.8401411 Edm = 0.147045 NCalls = 1075 -VariableMetric: Iteration # 182 - FCN = 297215.8130156 Edm = 0.104661 NCalls = 1077 -VariableMetric: Iteration # 183 - FCN = 297215.8017625 Edm = 0.045187 NCalls = 1079 -VariableMetric: Iteration # 184 - FCN = 297215.7716736 Edm = 0.103534 NCalls = 1080 -VariableMetric: Iteration # 185 - FCN = 297215.7192781 Edm = 0.0571876 NCalls = 1083 -VariableMetric: Iteration # 186 - FCN = 297215.6686033 Edm = 0.04568 NCalls = 1086 -VariableMetric: Iteration # 187 - FCN = 297215.6477095 Edm = 0.0296702 NCalls = 1088 -VariableMetric: Iteration # 188 - FCN = 297215.6173337 Edm = 0.0284976 NCalls = 1091 -VariableMetric: Iteration # 189 - FCN = 297215.6018533 Edm = 0.0178963 NCalls = 1094 -VariableMetric: Iteration # 190 - FCN = 297215.5536362 Edm = 0.0396711 NCalls = 1098 -VariableMetric: Iteration # 191 - FCN = 297215.5303451 Edm = 0.087661 NCalls = 1100 -VariableMetric: Iteration # 192 - FCN = 297215.4939475 Edm = 0.0243042 NCalls = 1103 -VariableMetric: Iteration # 193 - FCN = 297215.4788631 Edm = 0.0226651 NCalls = 1105 -VariableMetric: Iteration # 194 - FCN = 297215.450711 Edm = 0.0180094 NCalls = 1108 -VariableMetric: Iteration # 195 - FCN = 297215.4293474 Edm = 0.0337105 NCalls = 1111 -VariableMetric: Iteration # 196 - FCN = 297215.4037178 Edm = 0.0261609 NCalls = 1114 -VariableMetric: Iteration # 197 - FCN = 297215.3887612 Edm = 0.0121778 NCalls = 1116 -VariableMetric: Iteration # 198 - FCN = 297215.3726673 Edm = 0.011752 NCalls = 1119 -VariableMetric: Iteration # 199 - FCN = 297215.3625615 Edm = 0.00744091 NCalls = 1122 -VariableMetric: Iteration # 200 - FCN = 297215.3551528 Edm = 0.00547141 NCalls = 1124 -VariableMetric: Iteration # 201 - FCN = 297215.3471241 Edm = 0.00294686 NCalls = 1128 -VariableMetric: Iteration # 202 - FCN = 297215.3420146 Edm = 0.00409739 NCalls = 1131 -VariableMetric: Iteration # 203 - FCN = 297215.3386446 Edm = 0.00255011 NCalls = 1133 -VariableMetric: Iteration # 204 - FCN = 297215.3352748 Edm = 0.000727079 NCalls = 1136 -VariableMetric: Iteration # 205 - FCN = 297215.3340951 Edm = 0.00036086 NCalls = 1138 -VariableMetric: Iteration # 206 - FCN = 297215.3337296 Edm = 0.000249643 NCalls = 1140 -VariableMetric: Iteration # 207 - FCN = 297215.333466 Edm = 9.5156e-05 NCalls = 1143 -VariableMetric: Iteration # 208 - FCN = 297215.3332723 Edm = 3.0444e-05 NCalls = 1145 -VariableMetric: After Hessian - FCN = 297215.3332723 Edm = 0.000338785 NCalls = 1632 -VariableMetric: Iteration # 209 - FCN = 297215.3332723 Edm = 0.000338785 NCalls = 1632 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318051.8388488 Edm = 51.5561 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318051.8388488 Edm = 51.5561 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302414.75122 Edm = 5.65492 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301599.8751226 Edm = 6.86896 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301592.5620126 Edm = 17.5452 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301485.57804 Edm = 28.9155 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 301421.2983454 Edm = 3.95802 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 301413.7002406 Edm = 2.43445 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 301394.4097186 Edm = 24.3978 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298604.1274001 Edm = 83.9533 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298496.8063421 Edm = 126.887 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298401.227135 Edm = 232.982 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297726.2866123 Edm = 34.1663 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297720.2983944 Edm = 30.102 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297685.0401001 Edm = 1.01618 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297683.2934681 Edm = 0.438158 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297670.620585 Edm = 10.5438 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297617.9380245 Edm = 2.57823 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297612.7690083 Edm = 0.639593 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297611.3037012 Edm = 0.0980449 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297611.1150913 Edm = 0.0387788 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297610.9770118 Edm = 0.0478293 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297610.3669035 Edm = 0.413037 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297583.2829681 Edm = 31.7203 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297505.0411822 Edm = 14.0124 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297446.9995733 Edm = 24.2617 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297435.8404447 Edm = 1.00976 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297432.8650006 Edm = 1.92721 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297428.4423968 Edm = 2.68846 NCalls = 114 -VariableMetric: Iteration # 28 - FCN = 297424.8570084 Edm = 2.06756 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297423.6160038 Edm = 2.32228 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297419.0450382 Edm = 0.216444 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297418.8958037 Edm = 0.0167088 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297418.879898 Edm = 0.0145602 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297417.2834891 Edm = 1.72566 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297411.6656153 Edm = 5.29802 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297387.2172453 Edm = 11.065 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297381.9665573 Edm = 6.42517 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297374.573635 Edm = 1.3702 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297373.7305571 Edm = 0.11837 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297373.6320733 Edm = 0.00681251 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297373.5941211 Edm = 0.0269557 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297372.3085158 Edm = 1.1232 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297349.3168933 Edm = 4.16478 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297343.045473 Edm = 0.342768 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297342.7814491 Edm = 0.0355748 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297342.7270921 Edm = 0.00233106 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297342.7161594 Edm = 0.00686243 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297342.5952338 Edm = 0.0843158 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297340.6272733 Edm = 1.32376 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297325.730744 Edm = 3.38596 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297318.6549745 Edm = 1.59307 NCalls = 189 -VariableMetric: Iteration # 51 - FCN = 297317.6022242 Edm = 1.48955 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297315.9295843 Edm = 0.451338 NCalls = 194 -VariableMetric: Iteration # 53 - FCN = 297314.9757939 Edm = 0.150465 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297314.8127582 Edm = 0.0735998 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297314.723059 Edm = 0.0104264 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297314.7159885 Edm = 0.00390591 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297314.7131745 Edm = 0.000852808 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297314.6919173 Edm = 0.0204464 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297308.5816174 Edm = 2.06149 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297302.2218387 Edm = 0.720458 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297301.7437292 Edm = 0.178104 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297301.4166333 Edm = 0.103459 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297301.2636449 Edm = 0.114587 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297301.1782663 Edm = 0.0194668 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297301.1528748 Edm = 0.00286254 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297301.1487052 Edm = 0.000954937 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297301.1427254 Edm = 0.00351964 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297301.1076649 Edm = 0.0380747 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297300.9499134 Edm = 0.143355 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297294.1434435 Edm = 3.47873 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297288.6850085 Edm = 3.62879 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297286.9566052 Edm = 1.2939 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297285.1839001 Edm = 1.62207 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297284.4813933 Edm = 0.68557 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297283.4584348 Edm = 0.463299 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297282.7068167 Edm = 0.117122 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297282.6015735 Edm = 0.0293914 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297282.5850481 Edm = 0.00167107 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297282.5821529 Edm = 0.000795687 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297282.5650507 Edm = 0.0169237 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297282.0570484 Edm = 0.437202 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297271.6917517 Edm = 1.71452 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297270.3233276 Edm = 0.39353 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297269.7912843 Edm = 0.0851798 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297269.6435847 Edm = 0.0957134 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297269.5521002 Edm = 0.0348243 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297269.502946 Edm = 0.0113281 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297269.471591 Edm = 0.0107333 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297269.4314457 Edm = 0.0187705 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297269.4196363 Edm = 0.00633731 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297269.4138922 Edm = 0.000741496 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297269.4119549 Edm = 0.000653971 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297269.4103058 Edm = 0.000175821 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297269.4094699 Edm = 0.00049158 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297269.4082165 Edm = 0.000927705 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297269.3990419 Edm = 0.00840635 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297268.9923118 Edm = 1.13931 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297268.9719335 Edm = 0.015631 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297268.9318666 Edm = 0.042985 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297268.0289447 Edm = 0.293223 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297267.4823753 Edm = 0.441731 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297267.2154521 Edm = 0.115532 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297267.0945397 Edm = 0.0755033 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297267.0211539 Edm = 0.00800824 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297267.0114556 Edm = 0.00121749 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297267.0102421 Edm = 0.00019543 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297267.0098368 Edm = 0.000209798 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297267.0095014 Edm = 0.000144813 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297267.0092974 Edm = 2.24445e-05 NCalls = 351 -VariableMetric: After Hessian - FCN = 297267.0092974 Edm = 2.77245 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297267.0092974 Edm = 2.77245 NCalls = 834 -VariableMetric: Iteration # 111 - FCN = 297265.157279 Edm = 0.565643 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297264.6101348 Edm = 0.796512 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297264.1282585 Edm = 1.50204 NCalls = 853 -VariableMetric: Iteration # 114 - FCN = 297263.8575993 Edm = 2.28327 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297263.3811755 Edm = 2.35573 NCalls = 859 -VariableMetric: Iteration # 116 - FCN = 297262.5976344 Edm = 1.79038 NCalls = 862 -VariableMetric: Iteration # 117 - FCN = 297261.3217022 Edm = 0.510301 NCalls = 866 -VariableMetric: Iteration # 118 - FCN = 297260.8393224 Edm = 0.153065 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297260.6522991 Edm = 0.105359 NCalls = 869 -VariableMetric: Iteration # 120 - FCN = 297260.5404194 Edm = 0.0998548 NCalls = 872 -VariableMetric: Iteration # 121 - FCN = 297260.295731 Edm = 0.0806742 NCalls = 875 -VariableMetric: Iteration # 122 - FCN = 297260.1828083 Edm = 0.0281227 NCalls = 877 -VariableMetric: Iteration # 123 - FCN = 297260.1432862 Edm = 0.00603517 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297260.1349505 Edm = 0.00272289 NCalls = 881 -VariableMetric: Iteration # 125 - FCN = 297260.1316011 Edm = 0.000911887 NCalls = 883 -VariableMetric: Iteration # 126 - FCN = 297260.1303047 Edm = 0.000450254 NCalls = 885 -VariableMetric: Iteration # 127 - FCN = 297260.1289623 Edm = 0.00135423 NCalls = 887 -VariableMetric: Iteration # 128 - FCN = 297260.093693 Edm = 0.0416875 NCalls = 895 -VariableMetric: Iteration # 129 - FCN = 297260.0934335 Edm = 0.000379401 NCalls = 897 -VariableMetric: Iteration # 130 - FCN = 297260.0929563 Edm = 0.000258246 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297260.0857047 Edm = 0.00705525 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297259.9799585 Edm = 0.0872442 NCalls = 908 -VariableMetric: Iteration # 133 - FCN = 297259.9557223 Edm = 0.0611384 NCalls = 911 -VariableMetric: Iteration # 134 - FCN = 297259.8658734 Edm = 0.0776995 NCalls = 914 -VariableMetric: Iteration # 135 - FCN = 297259.7150696 Edm = 0.0139688 NCalls = 916 -VariableMetric: Iteration # 136 - FCN = 297259.6937964 Edm = 0.00179229 NCalls = 918 -VariableMetric: Iteration # 137 - FCN = 297259.6914953 Edm = 0.000311834 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297259.691154 Edm = 7.1264e-05 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297259.6910634 Edm = 5.14616e-06 NCalls = 924 -VariableMetric: After Hessian - FCN = 297259.6910634 Edm = 7.9009e-06 NCalls = 1423 -VariableMetric: Iteration # 140 - FCN = 297259.6910634 Edm = 7.9009e-06 NCalls = 1423 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=2063 (2063 total) | -| EDM = 0.00013 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297269.09110187757 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.490 | 0.021 | | | -2 | 2 | | -| 1 | DDstar_p | 6.3 | 1.2 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.56 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.70 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.16 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.20 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.25 | 0.22 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.17 | 0.09 | | | -2 | 2 | | -| 8 | Dbar_p | -2.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -3.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -0.011 | 0.308 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.99 | 0.30 | | |0.918861 | 4.08114 | | -| 14| phi_s | 21.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.21 | 0.13 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -3.13 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.52 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.02 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.37 | 0.15 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | 1.14 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.045 -0.014 0.003 0.036 0.033 -0.036 0.016 0.083 -0.700 -0.039 -0.016 -0.042 -0.002 -0.024 0.054 -0.040 0.021 0.063 -0.023 0.036 -0.024 0.231 0.150 | -| DDstar_p | -0.045 1.000 0.030 -0.002 -0.043 -0.005 0.333 0.195 -0.413 -0.342 0.134 0.034 0.005 0.065 -0.007 -0.478 0.013 -0.115 -0.161 0.017 0.048 -0.074 -0.077 -0.045 | -| p4415_p | -0.014 0.030 1.000 -0.001 -0.263 -0.325 0.221 0.133 -0.475 -0.206 0.239 0.398 0.027 0.289 -0.018 -0.043 0.013 0.277 -0.297 0.373 -0.112 0.520 -0.036 -0.025 | -| phi_p | 0.003 -0.002 -0.001 1.000 -0.006 -0.017 -0.007 -0.072 -0.025 -0.015 0.012 0.011 -0.294 0.009 0.545 0.008 -0.008 0.016 -0.015 0.010 -0.017 0.017 -0.087 0.075 | -| p4415_s | 0.036 -0.043 -0.263 -0.006 1.000 0.224 0.054 -0.111 0.219 0.175 -0.086 -0.105 0.008 -0.100 -0.006 -0.004 -0.003 -0.139 0.147 -0.189 0.328 -0.217 0.042 0.020 | -| p4040_s | 0.033 -0.005 -0.325 -0.017 0.224 1.000 0.161 0.095 0.273 0.064 -0.088 -0.362 0.045 -0.073 -0.027 -0.150 0.007 -0.252 0.128 -0.244 -0.035 -0.567 0.037 0.007 | -| Ctt | -0.036 0.333 0.221 -0.007 0.054 0.161 1.000 0.566 -0.518 -0.308 0.482 0.219 0.083 0.233 -0.038 -0.185 0.023 0.091 -0.451 0.127 0.259 0.064 -0.030 -0.034 | -| bplus_2 | 0.016 0.195 0.133 -0.072 -0.111 0.095 0.566 1.000 0.021 -0.355 0.017 -0.058 0.261 -0.096 -0.147 -0.380 0.066 -0.122 -0.024 -0.209 0.131 -0.091 0.045 -0.049 | -| Dbar_p | 0.083 -0.413 -0.475 -0.025 0.219 0.273 -0.518 0.021 1.000 0.325 -0.589 -0.660 0.037 -0.600 -0.024 0.088 -0.002 -0.413 0.565 -0.712 -0.049 -0.608 0.105 0.043 | -| bplus_1 | -0.700 -0.342 -0.206 -0.015 0.175 0.064 -0.308 -0.355 0.325 1.000 -0.165 -0.152 0.046 -0.105 0.012 0.502 0.020 0.041 0.248 -0.128 -0.033 -0.123 -0.066 -0.060 | -| psi2s_p | -0.039 0.134 0.239 0.012 -0.086 -0.088 0.482 0.017 -0.589 -0.165 1.000 0.296 -0.013 0.171 0.007 -0.033 0.003 0.285 -0.327 0.455 0.003 0.306 -0.050 -0.021 | -| p4040_p | -0.016 0.034 0.398 0.011 -0.105 -0.362 0.219 -0.058 -0.660 -0.152 0.296 1.000 -0.008 0.405 0.001 0.102 0.004 0.435 -0.378 0.546 0.254 0.500 -0.045 -0.019 | -| rho_p | -0.042 0.005 0.027 -0.294 0.008 0.045 0.083 0.261 0.037 0.046 -0.013 -0.008 1.000 -0.005 -0.156 -0.022 0.080 -0.025 0.031 -0.034 0.062 -0.029 0.271 -0.165 | -| p3770_s | -0.002 0.065 0.289 0.009 -0.100 -0.073 0.233 -0.096 -0.600 -0.105 0.171 0.405 -0.005 1.000 -0.001 0.123 0.003 0.130 -0.349 0.530 0.044 0.392 -0.033 -0.013 | -| phi_s | -0.024 -0.007 -0.018 0.545 -0.006 -0.027 -0.038 -0.147 -0.024 0.012 0.007 0.001 -0.156 -0.001 1.000 0.020 -0.032 0.014 -0.019 -0.001 -0.039 0.015 -0.088 0.030 | -| DDstar_s | 0.054 -0.478 -0.043 0.008 -0.004 -0.150 -0.185 -0.380 0.088 0.502 -0.033 0.102 -0.022 0.123 0.020 1.000 -0.022 0.349 -0.070 0.067 -0.121 0.214 0.100 0.064 | -| omega_s | -0.040 0.013 0.013 -0.008 -0.003 0.007 0.023 0.066 -0.002 0.020 0.003 0.004 0.080 0.003 -0.032 -0.022 1.000 -0.008 -0.001 0.007 0.015 -0.002 -0.084 -0.491 | -| p3770_p | 0.021 -0.115 0.277 0.016 -0.139 -0.252 0.091 -0.122 -0.413 0.041 0.285 0.435 -0.025 0.130 0.014 0.349 -0.008 1.000 -0.047 0.402 -0.034 0.477 0.001 0.012 | -| Dbar_s | 0.063 -0.161 -0.297 -0.015 0.147 0.128 -0.451 -0.024 0.565 0.248 -0.327 -0.378 0.031 -0.349 -0.019 -0.070 -0.001 -0.047 1.000 -0.308 -0.076 -0.320 0.078 0.033 | -| jpsi_p | -0.023 0.017 0.373 0.010 -0.189 -0.244 0.127 -0.209 -0.712 -0.128 0.455 0.546 -0.034 0.530 -0.001 0.067 0.007 0.402 -0.308 1.000 -0.026 0.563 -0.061 -0.024 | -| p4160_s | 0.036 0.048 -0.112 -0.017 0.328 -0.035 0.259 0.131 -0.049 -0.033 0.003 0.254 0.062 0.044 -0.039 -0.121 0.015 -0.034 -0.076 -0.026 1.000 -0.128 0.022 -0.005 | -| p4160_p | -0.024 -0.074 0.520 0.017 -0.217 -0.567 0.064 -0.091 -0.608 -0.123 0.306 0.500 -0.029 0.392 0.015 0.214 -0.002 0.477 -0.320 0.563 -0.128 1.000 -0.045 -0.013 | -| rho_s | 0.231 -0.077 -0.036 -0.087 0.042 0.037 -0.030 0.045 0.105 -0.066 -0.050 -0.045 0.271 -0.033 -0.088 0.100 -0.084 0.001 0.078 -0.061 0.022 -0.045 1.000 0.595 | -| omega_p | 0.150 -0.045 -0.025 0.075 0.020 0.007 -0.034 -0.049 0.043 -0.060 -0.021 -0.019 -0.165 -0.013 0.030 0.064 -0.491 0.012 0.033 -0.024 -0.005 -0.013 0.595 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.021303156774383325}), (, {'error': 1.2058475832559719}), (, {'error': 0.2098417048792276}), (, {'error': 0.17241683949910414}), (, {'error': 0.2010589461513932}), (, {'error': 0.18775771563834498}), (, {'error': 0.2200447379968462}), (, {'error': 0.09230725494928416}), (, {'error': 0.8482287599073663}), (, {'error': 0.04996326416566421}), (, {'error': 0.04052220171944132}), (, {'error': 0.2062695686143654}), (, {'error': 0.3078129627805124}), (, {'error': 0.29655451458656}), (, {'error': 0.9318562997014155}), (, {'error': 0.12997935101394678}), (, {'error': 3.9630816459999254}), (, {'error': 0.11967214249939984}), (, {'error': 0.5166840718261904}), (, {'error': 0.038770092424198044}), (, {'error': 0.17317524058325795}), (, {'error': 0.15160679910581032}), (, {'error': 0.3876611287320629}), (, {'error': 0.2567163692592982})]) -Toy 1/25 -Time taken: 6 min, 48 s -Projected time left: 2 h, 43 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1276 (1276 total) | -| EDM = 2.02E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297310.963591326 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.440 | 0.018 | | | -2 | 2 | | -| 1 | DDstar_p | 4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.74 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -5.66 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.39 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.78 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.15 | 0.18 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.19 | 0.08 | | | -2 | 2 | | -| 8 | Dbar_p | 5.31 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.896 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.38 | 0.22 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 0.04 | 0.42 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.919 | 0.008 | | |0.918861 | 4.08114 | | -| 14| phi_s | 19.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.728 | 0.025 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.08 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.59 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.026 0.040 0.026 0.017 0.011 0.002 0.013 0.021 -0.810 0.042 0.044 -0.150 -0.000 -0.011 -0.001 -0.140 -0.005 -0.002 0.073 0.039 0.048 0.248 0.042 | -| DDstar_p | 0.026 1.000 -0.145 0.007 -0.000 -0.138 -0.098 -0.305 -0.058 0.442 -0.064 -0.037 -0.045 0.002 0.009 0.048 -0.041 -0.013 0.009 -0.132 -0.101 0.039 0.082 0.014 | -| p4415_p | 0.040 -0.145 1.000 -0.020 -0.169 -0.231 -0.061 0.232 0.052 -0.143 -0.080 0.110 0.057 0.001 -0.037 0.039 0.007 -0.005 0.016 0.027 -0.205 0.289 0.021 -0.003 | -| phi_p | 0.026 0.007 -0.020 1.000 0.000 -0.009 -0.026 -0.082 0.006 -0.026 -0.009 -0.015 -0.273 0.000 0.722 0.002 -0.135 -0.000 0.001 -0.025 -0.017 -0.009 -0.073 0.032 | -| p4415_s | 0.017 -0.000 -0.169 0.000 1.000 0.156 0.202 -0.126 0.003 0.135 0.062 0.073 -0.004 -0.000 -0.003 -0.006 -0.010 0.002 -0.005 -0.024 0.311 -0.014 0.025 0.003 | -| p4040_s | 0.011 -0.138 -0.231 -0.009 0.156 1.000 0.361 0.052 -0.087 0.017 0.115 -0.210 0.031 -0.002 -0.018 -0.012 0.002 0.004 -0.008 -0.022 0.052 -0.531 0.021 -0.002 | -| Ctt | 0.002 -0.098 -0.061 -0.026 0.202 0.361 1.000 0.639 -0.273 -0.109 0.201 -0.181 0.113 0.001 -0.056 -0.018 0.010 0.018 0.013 -0.339 0.264 -0.323 0.060 -0.006 | -| bplus_2 | 0.013 -0.305 0.232 -0.082 -0.126 0.052 0.639 1.000 -0.102 -0.326 0.050 0.065 0.268 0.001 -0.143 -0.016 0.045 0.005 -0.002 -0.125 0.093 0.068 0.101 -0.020 | -| Dbar_p | 0.021 -0.058 0.052 0.006 0.003 -0.087 -0.273 -0.102 1.000 0.148 0.189 0.049 -0.011 0.002 0.001 -0.001 -0.016 -0.032 0.009 0.396 -0.067 0.201 0.034 0.004 | -| bplus_1 | -0.810 0.442 -0.143 -0.026 0.135 0.017 -0.109 -0.326 0.148 1.000 0.022 -0.053 0.111 0.001 0.005 0.020 0.093 -0.007 -0.003 0.013 0.013 -0.065 -0.139 -0.028 | -| psi2s_p | 0.042 -0.064 -0.080 -0.009 0.062 0.115 0.201 0.050 0.189 0.022 1.000 -0.212 0.016 0.005 -0.021 0.038 -0.010 0.006 0.031 0.105 -0.010 -0.128 0.032 0.003 | -| p4040_p | 0.044 -0.037 0.110 -0.015 0.073 -0.210 -0.181 0.065 0.049 -0.053 -0.212 1.000 0.031 0.001 -0.027 0.035 -0.000 -0.008 0.021 0.012 0.361 0.113 0.020 -0.000 | -| rho_p | -0.150 -0.045 0.057 -0.273 -0.004 0.031 0.113 0.268 -0.011 0.111 0.016 0.031 1.000 -0.000 -0.168 -0.005 0.450 0.001 -0.001 0.002 0.050 0.013 0.139 -0.057 | -| p3770_s | -0.000 0.002 0.001 0.000 -0.000 -0.002 0.001 0.001 0.002 0.001 0.005 0.001 -0.000 1.000 0.000 -0.000 -0.000 -0.001 -0.000 -0.000 -0.000 0.002 0.000 0.000 | -| phi_s | -0.011 0.009 -0.037 0.722 -0.003 -0.018 -0.056 -0.143 0.001 0.005 -0.021 -0.027 -0.168 0.000 1.000 0.003 -0.054 0.001 0.001 -0.042 -0.034 -0.018 -0.103 0.001 | -| DDstar_s | -0.001 0.048 0.039 0.002 -0.006 -0.012 -0.018 -0.016 -0.001 0.020 0.038 0.035 -0.005 -0.000 0.003 1.000 -0.002 -0.004 -0.001 0.058 -0.001 0.063 0.002 0.001 | -| omega_s | -0.140 -0.041 0.007 -0.135 -0.010 0.002 0.010 0.045 -0.016 0.093 -0.010 -0.000 0.450 -0.000 -0.054 -0.002 1.000 0.002 0.000 -0.018 0.000 -0.005 -0.302 -0.458 | -| p3770_p | -0.005 -0.013 -0.005 -0.000 0.002 0.004 0.018 0.005 -0.032 -0.007 0.006 -0.008 0.001 -0.001 0.001 -0.004 0.002 1.000 -0.002 -0.011 0.003 -0.014 -0.003 -0.001 | -| Dbar_s | -0.002 0.009 0.016 0.001 -0.005 -0.008 0.013 -0.002 0.009 -0.003 0.031 0.021 -0.001 -0.000 0.001 -0.001 0.000 -0.002 1.000 0.029 -0.001 0.026 -0.002 -0.000 | -| jpsi_p | 0.073 -0.132 0.027 -0.025 -0.024 -0.022 -0.339 -0.125 0.396 0.013 0.105 0.012 0.002 -0.000 -0.042 0.058 -0.018 -0.011 0.029 1.000 -0.052 0.092 0.024 0.008 | -| p4160_s | 0.039 -0.101 -0.205 -0.017 0.311 0.052 0.264 0.093 -0.067 0.013 -0.010 0.361 0.050 -0.000 -0.034 -0.001 0.000 0.003 -0.001 -0.052 1.000 -0.180 0.040 -0.002 | -| p4160_p | 0.048 0.039 0.289 -0.009 -0.014 -0.531 -0.323 0.068 0.201 -0.065 -0.128 0.113 0.013 0.002 -0.018 0.063 -0.005 -0.014 0.026 0.092 -0.180 1.000 0.016 0.002 | -| rho_s | 0.248 0.082 0.021 -0.073 0.025 0.021 0.060 0.101 0.034 -0.139 0.032 0.020 0.139 0.000 -0.103 0.002 -0.302 -0.003 -0.002 0.024 0.040 0.016 1.000 0.126 | -| omega_p | 0.042 0.014 -0.003 0.032 0.003 -0.002 -0.006 -0.020 0.004 -0.028 0.003 -0.000 -0.057 0.000 0.001 0.001 -0.458 -0.001 -0.000 0.008 -0.002 0.002 0.126 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018019443463994866}), (, {'error': 0.33860179461084616}), (, {'error': 0.1539914875538626}), (, {'error': 0.2363402070369358}), (, {'error': 0.18951482920544171}), (, {'error': 0.17210742483147534}), (, {'error': 0.17599628922296573}), (, {'error': 0.077689509938352}), (, {'error': 0.29484358157451585}), (, {'error': 0.03905255999747559}), (, {'error': 0.029504948620767912}), (, {'error': 0.22111363311696763}), (, {'error': 0.41843016815685496}), (, {'error': 0.008078417711608332}), (, {'error': 1.1496113022137635}), (, {'error': 0.028693281057527997}), (, {'error': 1.106407474207137}), (, {'error': 0.04452955240664336}), (, {'error': 0.014798069930663349}), (, {'error': 0.02540221467558501}), (, {'error': 0.16928295129906556}), (, {'error': 0.1024245270568056}), (, {'error': 0.3576095302601836}), (, {'error': 0.48462921618194965})]) -Toy 2/25 -Time taken: 11 min, 32 s -Projected time left: 2 h, 12 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1390 (1390 total) | -| EDM = 0.000237 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297233.1943994918 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.50 | 0.03 | | | -2 | 2 | | -| 1 | DDstar_p | -3.0 | 1.2 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.00 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 1.07 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.25 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.10 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.12 | 0.18 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.23 | 0.10 | | | -2 | 2 | | -| 8 | Dbar_p | 3.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 1.01 | 0.07 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.65 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.69 | 0.27 | | |0.918861 | 4.08114 | | -| 14| phi_s | 20.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 16| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.31 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 1.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.23 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.25 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.203 0.101 0.000 -0.037 0.041 -0.060 -0.190 0.197 -0.906 -0.025 0.002 0.006 -0.075 0.135 -0.095 0.029 -0.078 0.050 -0.049 0.027 0.072 -0.336 -0.053 | -| DDstar_p | -0.203 1.000 -0.587 -0.018 -0.060 -0.447 0.316 0.382 -0.862 -0.142 -0.031 -0.126 0.019 0.196 -0.047 0.272 -0.011 0.501 -0.396 -0.246 -0.380 -0.337 0.121 0.016 | -| p4415_p | 0.101 -0.587 1.000 0.003 -0.115 0.051 -0.234 -0.287 0.356 0.125 0.090 0.324 0.022 0.025 0.006 -0.178 0.005 -0.087 0.151 0.351 0.071 0.543 -0.076 -0.010 | -| phi_p | 0.000 -0.018 0.003 1.000 -0.005 -0.009 -0.040 0.083 0.004 0.010 0.007 0.008 -0.285 -0.001 0.362 -0.004 -0.125 0.004 0.002 0.016 -0.015 0.018 0.090 -0.082 | -| p4415_s | -0.037 -0.060 -0.115 -0.005 1.000 0.193 0.184 0.061 0.105 -0.039 -0.013 -0.028 0.013 -0.039 -0.016 -0.028 -0.003 -0.121 0.047 -0.090 0.323 -0.086 0.021 0.003 | -| p4040_s | 0.041 -0.447 0.051 -0.009 0.193 1.000 0.121 -0.214 0.472 0.059 -0.044 -0.197 0.037 -0.078 -0.015 -0.157 -0.001 -0.360 0.169 -0.030 0.196 -0.290 -0.035 -0.006 | -| Ctt | -0.060 0.316 -0.234 -0.040 0.184 0.121 1.000 -0.425 -0.276 0.001 0.225 -0.220 0.130 -0.010 -0.087 0.055 -0.009 0.138 -0.261 -0.275 0.079 -0.334 0.023 0.003 | -| bplus_2 | -0.190 0.382 -0.287 0.083 0.061 -0.214 -0.425 1.000 -0.431 -0.090 0.052 0.051 -0.261 0.214 0.121 0.184 0.008 0.255 -0.134 0.180 -0.215 -0.038 0.129 0.026 | -| Dbar_p | 0.197 -0.862 0.356 0.004 0.105 0.472 -0.276 -0.431 1.000 0.116 -0.212 -0.182 -0.007 -0.444 0.035 -0.217 0.004 -0.710 0.413 -0.160 0.358 -0.022 -0.112 -0.021 | -| bplus_1 | -0.906 -0.142 0.125 0.010 -0.039 0.059 0.001 -0.090 0.116 1.000 0.006 0.035 -0.019 -0.038 -0.113 -0.085 -0.025 -0.101 0.021 0.071 0.052 0.067 0.273 0.044 | -| psi2s_p | -0.025 -0.031 0.090 0.007 -0.013 -0.044 0.225 0.052 -0.212 0.006 1.000 0.118 0.001 -0.014 -0.004 -0.026 -0.000 0.259 -0.089 0.352 -0.057 0.203 0.010 0.003 | -| p4040_p | 0.002 -0.126 0.324 0.008 -0.028 -0.197 -0.220 0.051 -0.182 0.035 0.118 1.000 0.002 0.215 0.000 -0.023 0.002 0.327 -0.065 0.449 0.252 0.487 -0.015 0.000 | -| rho_p | 0.006 0.019 0.022 -0.285 0.013 0.037 0.130 -0.261 -0.007 -0.019 0.001 0.002 1.000 0.017 -0.160 0.005 0.069 -0.004 0.004 -0.020 0.056 -0.019 0.107 0.062 | -| p3770_s | -0.075 0.196 0.025 -0.001 -0.039 -0.078 -0.010 0.214 -0.444 -0.038 -0.014 0.215 0.017 1.000 -0.023 0.065 -0.002 0.213 -0.190 0.391 -0.086 0.219 0.030 0.006 | -| phi_s | 0.135 -0.047 0.006 0.362 -0.016 -0.015 -0.087 0.121 0.035 -0.113 -0.004 0.000 -0.160 -0.023 1.000 -0.020 0.014 -0.013 0.005 -0.006 -0.030 0.026 -0.055 0.005 | -| DDstar_s | -0.095 0.272 -0.178 -0.004 -0.028 -0.157 0.055 0.184 -0.217 -0.085 -0.026 -0.023 0.005 0.065 -0.020 1.000 -0.005 0.178 -0.119 -0.074 -0.129 -0.066 0.063 0.009 | -| omega_s | 0.029 -0.011 0.005 -0.125 -0.003 -0.001 -0.009 0.008 0.004 -0.025 -0.000 0.002 0.069 -0.002 0.014 -0.005 1.000 -0.002 0.000 -0.013 -0.002 0.007 0.072 0.900 | -| p3770_p | -0.078 0.501 -0.087 0.004 -0.121 -0.360 0.138 0.255 -0.710 -0.101 0.259 0.327 -0.004 0.213 -0.013 0.178 -0.002 1.000 -0.204 0.258 -0.224 0.236 0.050 0.009 | -| Dbar_s | 0.050 -0.396 0.151 0.002 0.047 0.169 -0.261 -0.134 0.413 0.021 -0.089 -0.065 0.004 -0.190 0.005 -0.119 0.000 -0.204 1.000 0.006 0.122 0.035 -0.026 -0.005 | -| jpsi_p | -0.049 -0.246 0.351 0.016 -0.090 -0.030 -0.275 0.180 -0.160 0.071 0.352 0.449 -0.020 0.391 -0.006 -0.074 -0.013 0.258 0.006 1.000 0.008 0.552 0.000 -0.010 | -| p4160_s | 0.027 -0.380 0.071 -0.015 0.323 0.196 0.079 -0.215 0.358 0.052 -0.057 0.252 0.056 -0.086 -0.030 -0.129 -0.002 -0.224 0.122 0.008 1.000 -0.011 -0.032 -0.006 | -| p4160_p | 0.072 -0.337 0.543 0.018 -0.086 -0.290 -0.334 -0.038 -0.022 0.067 0.203 0.487 -0.019 0.219 0.026 -0.066 0.007 0.236 0.035 0.552 -0.011 1.000 -0.050 -0.004 | -| rho_s | -0.336 0.121 -0.076 0.090 0.021 -0.035 0.023 0.129 -0.112 0.273 0.010 -0.015 0.107 0.030 -0.055 0.063 0.072 0.050 -0.026 0.000 -0.032 -0.050 1.000 0.324 | -| omega_p | -0.053 0.016 -0.010 -0.082 0.003 -0.006 0.003 0.026 -0.021 0.044 0.003 0.000 0.062 0.006 0.005 0.009 0.900 0.009 -0.005 -0.010 -0.006 -0.004 0.324 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03282382350489288}), (, {'error': 1.2335939596723677}), (, {'error': 0.22107688583270857}), (, {'error': 0.1262858813940202}), (, {'error': 0.188534845256501}), (, {'error': 0.19202806403983014}), (, {'error': 0.18436455529646856}), (, {'error': 0.09904857985272586}), (, {'error': 1.1187426786938959}), (, {'error': 0.06515063397257359}), (, {'error': 0.03612325137025074}), (, {'error': 0.20211015313918246}), (, {'error': 0.4489957110635161}), (, {'error': 0.27249614600736427}), (, {'error': 0.9213958655844099}), (, {'error': 0.08622961076566882}), (, {'error': 3.991520917402959}), (, {'error': 0.15502821390798083}), (, {'error': 0.40704599378184453}), (, {'error': 0.03613482184745642}), (, {'error': 0.17636294558016896}), (, {'error': 0.1368244210242433}), (, {'error': 0.3381702709667718}), (, {'error': 0.4762653849105267})]) -Toy 3/25 -Time taken: 16 min, 38 s -Projected time left: 2 h, 1 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1900 (1900 total) | -| EDM = 3.55E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297237.00264736626 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.534 | 0.024 | | | -2 | 2 | | -| 1 | DDstar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.24 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.25 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.95 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.87 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.55 | 0.22 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.25 | 0.10 | | | -2 | 2 | | -| 8 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.00 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.80 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 5.91 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.11 | 0.23 | | |0.918861 | 4.08114 | | -| 14| phi_s | 16.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 16| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.62 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -1.609 | 0.027 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.30 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.48 | 0.30 | | |0.0253049| 2.0747 | | -| 23| omega_p | -5.8 | 0.7 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.045 0.005 -0.002 0.023 0.016 -0.005 -0.043 0.042 -0.827 -0.003 0.015 -0.013 0.045 -0.035 0.001 -0.138 0.047 0.001 -0.024 0.035 0.014 0.212 -0.115 | -| DDstar_p | 0.045 1.000 -0.030 -0.001 -0.063 -0.147 -0.101 -0.295 -0.111 0.358 0.004 0.108 -0.016 0.185 0.006 0.039 -0.045 0.288 0.000 0.216 -0.080 0.260 0.068 -0.039 | -| p4415_p | 0.005 -0.030 1.000 0.000 -0.155 -0.235 -0.037 0.202 -0.098 -0.110 -0.101 0.106 0.047 -0.019 -0.019 0.028 0.015 0.044 0.015 -0.027 -0.183 0.283 -0.012 0.015 | -| phi_p | -0.002 -0.001 0.000 1.000 0.000 0.000 -0.001 0.003 -0.000 0.003 -0.002 -0.001 0.038 -0.001 0.320 0.000 0.007 -0.002 0.000 -0.011 0.000 -0.001 0.009 0.011 | -| p4415_s | 0.023 -0.063 -0.155 0.000 1.000 0.160 0.216 -0.041 0.008 0.082 0.012 0.026 0.021 -0.002 -0.008 -0.000 -0.004 -0.078 0.000 -0.026 0.320 -0.091 0.015 -0.003 | -| p4040_s | 0.016 -0.147 -0.235 0.000 0.160 1.000 0.367 0.119 -0.084 -0.008 0.013 -0.242 0.049 0.081 -0.018 0.004 0.009 -0.181 -0.002 -0.026 -0.018 -0.559 0.002 0.010 | -| Ctt | -0.005 -0.101 -0.037 -0.001 0.216 0.367 1.000 0.691 -0.333 -0.185 0.182 -0.255 0.103 -0.198 -0.037 -0.003 0.022 -0.252 0.006 0.192 0.254 -0.420 -0.015 0.023 | -| bplus_2 | -0.043 -0.295 0.202 0.003 -0.041 0.119 0.691 1.000 -0.102 -0.288 -0.009 -0.054 0.258 -0.132 -0.085 0.005 0.081 -0.136 0.005 0.078 0.157 -0.109 -0.038 0.082 | -| Dbar_p | 0.042 -0.111 -0.098 -0.000 0.008 -0.084 -0.333 -0.102 1.000 0.176 -0.028 -0.072 0.021 -0.022 -0.009 0.005 -0.018 0.349 0.025 0.235 -0.097 0.042 0.037 -0.014 | -| bplus_1 | -0.827 0.358 -0.110 0.003 0.082 -0.008 -0.185 -0.288 0.176 1.000 0.030 0.006 0.024 0.081 0.032 -0.001 0.098 0.137 -0.001 0.077 -0.017 0.032 -0.129 0.083 | -| psi2s_p | -0.003 0.004 -0.101 -0.002 0.012 0.013 0.182 -0.009 -0.028 0.030 1.000 -0.230 -0.004 -0.427 -0.003 0.031 -0.012 0.020 0.032 -0.022 -0.090 -0.136 0.007 -0.012 | -| p4040_p | 0.015 0.108 0.106 -0.001 0.026 -0.242 -0.255 -0.054 -0.072 0.006 -0.230 1.000 0.009 -0.027 -0.008 0.032 -0.003 0.149 0.025 -0.088 0.311 0.168 0.002 -0.002 | -| rho_p | -0.013 -0.016 0.047 0.038 0.021 0.049 0.103 0.258 0.021 0.024 -0.004 0.009 1.000 0.015 0.105 0.000 0.287 -0.019 0.001 -0.106 0.071 -0.018 0.209 0.265 | -| p3770_s | 0.045 0.185 -0.019 -0.001 -0.002 0.081 -0.198 -0.132 -0.022 0.081 -0.427 -0.027 0.015 1.000 -0.013 0.030 -0.012 -0.204 0.032 -0.020 -0.007 0.026 0.018 -0.009 | -| phi_s | -0.035 0.006 -0.019 0.320 -0.008 -0.018 -0.037 -0.085 -0.009 0.032 -0.003 -0.008 0.105 -0.013 1.000 -0.000 0.135 0.000 -0.001 0.008 -0.028 0.001 -0.013 0.126 | -| DDstar_s | 0.001 0.039 0.028 0.000 -0.000 0.004 -0.003 0.005 0.005 -0.001 0.031 0.032 0.000 0.030 -0.000 1.000 0.000 0.027 -0.002 0.066 0.010 0.050 0.000 0.000 | -| omega_s | -0.138 -0.045 0.015 0.007 -0.004 0.009 0.022 0.081 -0.018 0.098 -0.012 -0.003 0.287 -0.012 0.135 0.000 1.000 -0.032 0.001 -0.091 0.011 -0.014 -0.219 0.945 | -| p3770_p | 0.047 0.288 0.044 -0.002 -0.078 -0.181 -0.252 -0.136 0.349 0.137 0.020 0.149 -0.019 -0.204 0.000 0.027 -0.032 1.000 0.038 0.107 -0.073 0.251 0.034 -0.028 | -| Dbar_s | 0.001 0.000 0.015 0.000 0.000 -0.002 0.006 0.005 0.025 -0.001 0.032 0.025 0.001 0.032 -0.001 -0.002 0.001 0.038 1.000 0.055 0.004 0.033 0.000 0.001 | -| jpsi_p | -0.024 0.216 -0.027 -0.011 -0.026 -0.026 0.192 0.078 0.235 0.077 -0.022 -0.088 -0.106 -0.020 0.008 0.066 -0.091 0.107 0.055 1.000 -0.051 0.002 0.031 -0.088 | -| p4160_s | 0.035 -0.080 -0.183 0.000 0.320 -0.018 0.254 0.157 -0.097 -0.017 -0.090 0.311 0.071 -0.007 -0.028 0.010 0.011 -0.073 0.004 -0.051 1.000 -0.159 0.005 0.013 | -| p4160_p | 0.014 0.260 0.283 -0.001 -0.091 -0.559 -0.420 -0.109 0.042 0.032 -0.136 0.168 -0.018 0.026 0.001 0.050 -0.014 0.251 0.033 0.002 -0.159 1.000 0.009 -0.013 | -| rho_s | 0.212 0.068 -0.012 0.009 0.015 0.002 -0.015 -0.038 0.037 -0.129 0.007 0.002 0.209 0.018 -0.013 0.000 -0.219 0.034 0.000 0.031 0.005 0.009 1.000 -0.063 | -| omega_p | -0.115 -0.039 0.015 0.011 -0.003 0.010 0.023 0.082 -0.014 0.083 -0.012 -0.002 0.265 -0.009 0.126 0.000 0.945 -0.028 0.001 -0.088 0.013 -0.013 -0.063 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02397904039838128}), (, {'error': 0.3524395238743292}), (, {'error': 0.22060479033924185}), (, {'error': 0.2565339021051187}), (, {'error': 0.19218138579303512}), (, {'error': 0.17657139743725203}), (, {'error': 0.21869581554972795}), (, {'error': 0.10035791306717168}), (, {'error': 0.32505243133747097}), (, {'error': 0.049750097682909944}), (, {'error': 0.03179445009503201}), (, {'error': 0.2057214094320523}), (, {'error': 0.2608395371023642}), (, {'error': 0.2308766542276839}), (, {'error': 0.8552550248694502}), (, {'error': 0.023127495741731063}), (, {'error': 3.8819399050768406}), (, {'error': 0.10694946050370024}), (, {'error': 0.019493193736893538}), (, {'error': 0.02659287656905862}), (, {'error': 0.16545608490810615}), (, {'error': 0.09868391420112399}), (, {'error': 0.30271426798363754}), (, {'error': 0.68424473118804})]) -Toy 4/25 -Time taken: 22 min, 55 s -Projected time left: 2 h, 3 s -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1366 (1366 total) | -| EDM = 3.15E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297094.40870756237 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.491 | 0.022 | | | -2 | 2 | | -| 1 | DDstar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.16 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.89 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.93 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.47 | 0.23 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.17 | 0.11 | | | -2 | 2 | | -| 8 | Dbar_p | 5.10 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 10| psi2s_p | 1.890 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.38 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.3 | 1.7 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.50 | 0.22 | | |0.918861 | 4.08114 | | -| 14| phi_s | 16.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.0 | 1.2 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -1.661 | 0.027 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.045 -0.011 0.004 0.016 -0.002 -0.047 -0.086 0.030 -0.825 -0.003 0.014 -0.214 0.042 -0.058 0.001 -0.204 0.053 0.001 0.002 0.010 0.020 0.090 0.007 | -| DDstar_p | 0.045 1.000 -0.067 0.001 -0.051 -0.162 -0.115 -0.291 -0.108 0.369 -0.015 0.110 -0.092 0.177 -0.003 0.041 -0.076 0.299 0.002 0.189 -0.092 0.227 0.015 0.003 | -| p4415_p | -0.011 -0.067 1.000 -0.002 -0.151 -0.208 0.008 0.238 -0.088 -0.098 -0.105 0.132 0.127 -0.021 -0.003 0.028 0.080 0.030 0.014 -0.050 -0.152 0.276 0.060 -0.003 | -| phi_p | 0.004 0.001 -0.002 1.000 -0.001 -0.003 -0.005 -0.012 -0.001 -0.004 0.001 0.001 -0.031 0.000 -0.285 -0.000 -0.012 0.002 -0.000 0.012 -0.003 0.002 -0.019 0.001 | -| p4415_s | 0.016 -0.051 -0.151 -0.001 1.000 0.190 0.209 -0.043 0.020 0.100 0.023 -0.004 0.019 0.008 -0.003 -0.002 0.007 -0.078 -0.001 -0.018 0.329 -0.106 0.027 -0.000 | -| p4040_s | -0.002 -0.162 -0.208 -0.003 0.190 1.000 0.381 0.165 -0.084 0.004 0.001 -0.261 0.118 0.085 -0.003 0.002 0.071 -0.186 -0.002 -0.039 0.063 -0.573 0.069 -0.002 | -| Ctt | -0.047 -0.115 0.008 -0.005 0.209 0.381 1.000 0.707 -0.289 -0.140 0.175 -0.286 0.252 -0.171 -0.001 -0.005 0.155 -0.238 0.004 0.176 0.287 -0.416 0.133 -0.005 | -| bplus_2 | -0.086 -0.291 0.238 -0.012 -0.043 0.165 0.707 1.000 -0.066 -0.219 -0.006 -0.053 0.535 -0.087 -0.001 0.001 0.336 -0.133 0.004 0.002 0.205 -0.101 0.276 -0.011 | -| Dbar_p | 0.030 -0.108 -0.088 -0.001 0.020 -0.084 -0.289 -0.066 1.000 0.172 -0.010 -0.048 0.015 -0.009 -0.005 0.004 -0.001 0.350 0.022 0.221 -0.078 0.040 0.042 0.000 | -| bplus_1 | -0.825 0.369 -0.098 -0.004 0.100 0.004 -0.140 -0.219 0.172 1.000 0.028 0.005 0.160 0.085 0.049 0.002 0.148 0.131 -0.001 0.034 0.008 0.014 -0.039 -0.006 | -| psi2s_p | -0.003 -0.015 -0.105 0.001 0.023 0.001 0.175 -0.006 -0.010 0.028 1.000 -0.231 -0.009 -0.428 -0.004 0.031 -0.009 0.035 0.029 -0.015 -0.081 -0.148 0.001 0.001 | -| p4040_p | 0.014 0.110 0.132 0.001 -0.004 -0.261 -0.286 -0.053 -0.048 0.005 -0.231 1.000 0.008 -0.038 -0.005 0.035 0.003 0.165 0.024 -0.090 0.290 0.232 0.006 0.000 | -| rho_p | -0.214 -0.092 0.127 -0.031 0.019 0.118 0.252 0.535 0.015 0.160 -0.009 0.008 1.000 0.027 0.189 -0.001 0.725 -0.067 0.002 -0.226 0.153 -0.039 0.500 -0.020 | -| p3770_s | 0.042 0.177 -0.021 0.000 0.008 0.085 -0.171 -0.087 -0.009 0.085 -0.428 -0.038 0.027 1.000 -0.009 0.031 0.009 -0.200 0.029 -0.030 0.005 0.012 0.033 -0.000 | -| phi_s | -0.058 -0.003 -0.003 -0.285 -0.003 -0.003 -0.001 -0.001 -0.005 0.049 -0.004 -0.005 0.189 -0.009 1.000 -0.000 0.153 -0.007 -0.000 -0.017 -0.005 -0.005 0.090 -0.009 | -| DDstar_s | 0.001 0.041 0.028 -0.000 -0.002 0.002 -0.005 0.001 0.004 0.002 0.031 0.035 -0.001 0.031 -0.000 1.000 -0.001 0.032 -0.002 0.065 0.008 0.055 0.000 -0.000 | -| omega_s | -0.204 -0.076 0.080 -0.012 0.007 0.071 0.155 0.336 -0.001 0.148 -0.009 0.003 0.725 0.009 0.153 -0.001 1.000 -0.053 0.001 -0.157 0.091 -0.027 0.117 -0.085 | -| p3770_p | 0.053 0.299 0.030 0.002 -0.078 -0.186 -0.238 -0.133 0.350 0.131 0.035 0.165 -0.067 -0.200 -0.007 0.032 -0.053 1.000 0.035 0.105 -0.082 0.246 -0.005 0.002 | -| Dbar_s | 0.001 0.002 0.014 -0.000 -0.001 -0.002 0.004 0.004 0.022 -0.001 0.029 0.024 0.002 0.029 -0.000 -0.002 0.001 0.035 1.000 0.046 0.003 0.031 0.001 -0.000 | -| jpsi_p | 0.002 0.189 -0.050 0.012 -0.018 -0.039 0.176 0.002 0.221 0.034 -0.015 -0.090 -0.226 -0.030 -0.017 0.065 -0.157 0.105 0.046 1.000 -0.060 -0.017 -0.102 0.007 | -| p4160_s | 0.010 -0.092 -0.152 -0.003 0.329 0.063 0.287 0.205 -0.078 0.008 -0.081 0.290 0.153 0.005 -0.005 0.008 0.091 -0.082 0.003 -0.060 1.000 -0.182 0.093 -0.003 | -| p4160_p | 0.020 0.227 0.276 0.002 -0.106 -0.573 -0.416 -0.101 0.040 0.014 -0.148 0.232 -0.039 0.012 -0.005 0.055 -0.027 0.246 0.031 -0.017 -0.182 1.000 -0.017 0.001 | -| rho_s | 0.090 0.015 0.060 -0.019 0.027 0.069 0.133 0.276 0.042 -0.039 0.001 0.006 0.500 0.033 0.090 0.000 0.117 -0.005 0.001 -0.102 0.093 -0.017 1.000 0.005 | -| omega_p | 0.007 0.003 -0.003 0.001 -0.000 -0.002 -0.005 -0.011 0.000 -0.006 0.001 0.000 -0.020 -0.000 -0.009 -0.000 -0.085 0.002 -0.000 0.007 -0.003 0.001 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.021627263138402686}), (, {'error': 0.3503309160954111}), (, {'error': 0.2331540928937037}), (, {'error': 0.18801665175857174}), (, {'error': 0.1940594672408376}), (, {'error': 0.1763885441723635}), (, {'error': 0.22678801567279827}), (, {'error': 0.10817509567952921}), (, {'error': 0.3077034388531219}), (, {'error': 0.04572069216434693}), (, {'error': 0.031484323739557674}), (, {'error': 0.19882287467007465}), (, {'error': 1.728091287234581}), (, {'error': 0.22468502211073815}), (, {'error': 0.8410334552727319}), (, {'error': 0.024647944847573655}), (, {'error': 1.1642569513450236}), (, {'error': 0.0968554122214329}), (, {'error': 0.018420379129758413}), (, {'error': 0.027416090451205744}), (, {'error': 0.16707239676971675}), (, {'error': 0.0992313276179333}), (, {'error': 0.36810162361525045}), (, {'error': 0.09913380967504093})]) -Toy 5/25 -Time taken: 28 min, 2 s -Projected time left: 1 h, 52 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.999E+05 | Ncalls=487 (498 total) | -| EDM = 1.33E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299890.61055717466 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.662 | 0.005 | | | -2 | 2 | | -| 1 | DDstar_p | 2.762 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.529 | 0.005 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -3.832 | 0.004 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.804 | 0.001 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.956 | 0.000 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.383 | 0.001 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.714E-1 | 0.021E-1 | | | -2 | 2 | | -| 8 | Dbar_p | -5.891 | 0.004 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -1.552 | 0.006 | | | -2 | 2 | | -| 10| psi2s_p | 2.71 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -0.39 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -3.766 | 0.004 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.556 | 0.001 | | |0.918861 | 4.08114 | | -| 14| phi_s | 1.683E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -1.248E-1 | 0.005E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 0.812E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -0.608E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.823E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 3 | 7 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.000 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -4.179 | 0.003 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.771 | 0.001 | | |0.0253049| 2.0747 | | -| 23| omega_p | -1.278 | 0.004 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.985 -0.754 0.404 -0.232 -0.013 -0.725 0.770 0.909 0.987 -0.993 0.987 0.540 0.089 -0.017 0.917 0.032 0.738 0.054 -0.995 0.013 -0.351 -0.159 -0.100 | -| DDstar_p | 0.985 1.000 -0.750 0.402 -0.231 -0.012 -0.721 0.766 0.904 0.981 -0.987 0.981 0.537 0.089 -0.016 0.912 0.032 0.734 0.054 -0.990 0.013 -0.349 -0.158 -0.099 | -| p4415_p | -0.754 -0.750 1.000 -0.308 0.177 0.010 0.552 -0.587 -0.692 -0.751 0.756 -0.751 -0.411 -0.068 0.013 -0.698 -0.024 -0.562 -0.041 0.758 -0.010 0.267 0.121 0.076 | -| phi_p | 0.404 0.402 -0.308 1.000 -0.095 -0.005 -0.295 0.314 0.371 0.402 -0.405 0.402 0.220 0.036 -0.007 0.374 0.013 0.301 0.022 -0.406 0.005 -0.143 -0.065 -0.041 | -| p4415_s | -0.232 -0.231 0.177 -0.095 1.000 0.003 0.170 -0.181 -0.213 -0.231 0.233 -0.231 -0.127 -0.021 0.004 -0.215 -0.008 -0.173 -0.013 0.233 -0.003 0.082 0.037 0.023 | -| p4040_s | -0.013 -0.012 0.010 -0.005 0.003 1.000 0.009 -0.010 -0.012 -0.013 0.013 -0.013 -0.007 -0.001 0.000 -0.012 -0.000 -0.009 -0.001 0.013 -0.000 0.004 0.002 0.001 | -| Ctt | -0.725 -0.721 0.552 -0.295 0.170 0.009 1.000 -0.563 -0.665 -0.722 0.726 -0.722 -0.395 -0.065 0.012 -0.671 -0.023 -0.540 -0.040 0.728 -0.009 0.256 0.116 0.073 | -| bplus_2 | 0.770 0.766 -0.587 0.314 -0.181 -0.010 -0.563 1.000 0.707 0.767 -0.772 0.767 0.420 0.069 -0.013 0.713 0.025 0.573 0.042 -0.774 0.010 -0.273 -0.124 -0.078 | -| Dbar_p | 0.909 0.904 -0.692 0.371 -0.213 -0.012 -0.665 0.707 1.000 0.905 -0.911 0.905 0.495 0.082 -0.015 0.841 0.029 0.677 0.050 -0.913 0.012 -0.322 -0.146 -0.092 | -| bplus_1 | 0.987 0.981 -0.751 0.402 -0.231 -0.013 -0.722 0.767 0.905 1.000 -0.989 0.983 0.538 0.089 -0.016 0.913 0.032 0.735 0.054 -0.992 0.013 -0.349 -0.158 -0.099 | -| psi2s_p | -0.993 -0.987 0.756 -0.405 0.233 0.013 0.726 -0.772 -0.911 -0.989 1.000 -0.989 -0.541 -0.089 0.017 -0.919 -0.032 -0.739 -0.054 0.997 -0.013 0.351 0.159 0.100 | -| p4040_p | 0.987 0.981 -0.751 0.402 -0.231 -0.013 -0.722 0.767 0.905 0.983 -0.989 1.000 0.538 0.089 -0.016 0.913 0.032 0.735 0.054 -0.991 0.013 -0.349 -0.158 -0.099 | -| rho_p | 0.540 0.537 -0.411 0.220 -0.127 -0.007 -0.395 0.420 0.495 0.538 -0.541 0.538 1.000 0.049 -0.009 0.500 0.017 0.402 0.030 -0.542 0.007 -0.191 -0.087 -0.054 | -| p3770_s | 0.089 0.089 -0.068 0.036 -0.021 -0.001 -0.065 0.069 0.082 0.089 -0.089 0.089 0.049 1.000 -0.001 0.083 0.003 0.066 0.005 -0.090 0.001 -0.032 -0.014 -0.009 | -| phi_s | -0.017 -0.016 0.013 -0.007 0.004 0.000 0.012 -0.013 -0.015 -0.016 0.017 -0.016 -0.009 -0.001 1.000 -0.015 -0.001 -0.012 -0.001 0.017 -0.000 0.006 0.003 0.002 | -| DDstar_s | 0.917 0.912 -0.698 0.374 -0.215 -0.012 -0.671 0.713 0.841 0.913 -0.919 0.913 0.500 0.083 -0.015 1.000 0.030 0.683 0.050 -0.921 0.012 -0.324 -0.147 -0.092 | -| omega_s | 0.032 0.032 -0.024 0.013 -0.008 -0.000 -0.023 0.025 0.029 0.032 -0.032 0.032 0.017 0.003 -0.001 0.030 1.000 0.024 0.002 -0.032 0.000 -0.011 -0.005 -0.003 | -| p3770_p | 0.738 0.734 -0.562 0.301 -0.173 -0.009 -0.540 0.573 0.677 0.735 -0.739 0.735 0.402 0.066 -0.012 0.683 0.024 1.000 0.040 -0.741 0.010 -0.261 -0.118 -0.074 | -| Dbar_s | 0.054 0.054 -0.041 0.022 -0.013 -0.001 -0.040 0.042 0.050 0.054 -0.054 0.054 0.030 0.005 -0.001 0.050 0.002 0.040 1.000 -0.054 0.001 -0.019 -0.009 -0.005 | -| jpsi_p | -0.995 -0.990 0.758 -0.406 0.233 0.013 0.728 -0.774 -0.913 -0.992 0.997 -0.991 -0.542 -0.090 0.017 -0.921 -0.032 -0.741 -0.054 1.000 -0.013 0.352 0.160 0.100 | -| p4160_s | 0.013 0.013 -0.010 0.005 -0.003 -0.000 -0.009 0.010 0.012 0.013 -0.013 0.013 0.007 0.001 -0.000 0.012 0.000 0.010 0.001 -0.013 1.000 -0.005 -0.002 -0.001 | -| p4160_p | -0.351 -0.349 0.267 -0.143 0.082 0.004 0.256 -0.273 -0.322 -0.349 0.351 -0.349 -0.191 -0.032 0.006 -0.324 -0.011 -0.261 -0.019 0.352 -0.005 1.000 0.056 0.035 | -| rho_s | -0.159 -0.158 0.121 -0.065 0.037 0.002 0.116 -0.124 -0.146 -0.158 0.159 -0.158 -0.087 -0.014 0.003 -0.147 -0.005 -0.118 -0.009 0.160 -0.002 0.056 1.000 0.016 | -| omega_p | -0.100 -0.099 0.076 -0.041 0.023 0.001 0.073 -0.078 -0.092 -0.099 0.100 -0.099 -0.054 -0.009 0.002 -0.092 -0.003 -0.074 -0.005 0.100 -0.001 0.035 0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.005367910779805918}), (, {'error': 0.027678918828602406}), (, {'error': 0.005439098295995315}), (, {'error': 0.003769468718796354}), (, {'error': 0.0007148227916979333}), (, {'error': 0.00023016437690071}), (, {'error': 0.0005735497006400525}), (, {'error': 0.00210856814392657}), (, {'error': 0.0036497744429788703}), (, {'error': 0.005949712934339768}), (, {'error': 0.04686071387408042}), (, {'error': 0.03270464156626929}), (, {'error': 0.0040754126406550295}), (, {'error': 0.0010767054410198984}), (, {'error': 0.0025007175843256846}), (, {'error': 0.0004763808128167707}), (, {'error': 0.0015266027542981675}), (, {'error': 0.001602968789112147}), (, {'error': 0.0001961835980094917}), (, {'error': 7.086787770764785}), (, {'error': 2.010804589974713e-05}), (, {'error': 0.003422190851602558}), (, {'error': 0.0006780744624287904}), (, {'error': 0.0041659932577502445})]) -Toy 6/25 -Time taken: 31 min, 7 s -Projected time left: 1 h, 38 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1609 (1609 total) | -| EDM = 0.00486 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297340.8469172255 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.447 | 0.011 | | | -2 | 2 | | -| 1 | DDstar_p | -3.2 | 2.0 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.37 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.10 | 0.74 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.38 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.30 | 0.21 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.18 | 0.17 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.07 | 0.07 | | | -2 | 2 | | -| 8 | Dbar_p | -0.5 | 1.7 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.872 | 0.025 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.73 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.15 | 0.24 | | |0.918861 | 4.08114 | | -| 14| phi_s | 16.6 | 2.5 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.29 | 0.04 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.2 | 1.7 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -3.03 | 0.20 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.24 | 0.14 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.39 | 0.19 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.44 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.488 -0.397 0.003 0.047 -0.269 0.083 -0.167 0.506 -0.174 -0.048 -0.187 -0.053 -0.001 -0.007 -0.064 -0.057 0.374 -0.349 -0.179 -0.222 -0.316 0.243 -0.019 | -| DDstar_p | 0.488 1.000 -0.824 -0.017 -0.080 -0.628 0.315 -0.205 0.929 0.596 -0.208 -0.473 -0.073 -0.146 -0.027 -0.055 -0.054 0.632 -0.840 -0.573 -0.561 -0.700 0.204 -0.021 | -| p4415_p | -0.397 -0.824 1.000 0.013 -0.020 0.405 -0.314 0.225 -0.707 -0.501 0.206 0.529 0.043 0.183 0.018 0.052 0.044 -0.414 0.627 0.574 0.360 0.741 -0.158 0.021 | -| phi_p | 0.003 -0.017 0.013 1.000 0.001 0.008 -0.010 -0.004 -0.008 -0.005 0.003 0.009 -0.121 0.003 0.961 0.002 0.015 -0.007 0.008 -0.017 0.007 0.013 0.091 0.092 | -| p4415_s | 0.047 -0.080 -0.020 0.001 1.000 0.170 0.184 -0.057 -0.108 0.061 0.005 0.024 -0.003 0.009 0.000 0.018 -0.003 -0.115 0.091 -0.033 0.284 0.013 0.015 -0.001 | -| p4040_s | -0.269 -0.628 0.405 0.008 0.170 1.000 0.039 0.164 -0.637 -0.340 0.092 0.125 0.025 0.146 0.011 0.051 0.029 -0.483 0.525 0.278 0.401 0.167 -0.105 0.014 | -| Ctt | 0.083 0.315 -0.314 -0.010 0.184 0.039 1.000 0.483 0.204 0.085 0.095 -0.356 -0.076 -0.142 -0.020 -0.023 -0.018 0.056 -0.374 -0.429 0.025 -0.443 0.090 0.000 | -| bplus_2 | -0.167 -0.205 0.225 -0.004 -0.057 0.164 0.483 1.000 -0.248 -0.337 0.004 0.056 -0.170 -0.041 -0.030 0.033 0.010 -0.173 0.207 -0.055 0.181 0.112 0.067 0.035 | -| Dbar_p | 0.506 0.929 -0.707 -0.008 -0.108 -0.637 0.204 -0.248 1.000 0.628 -0.053 -0.278 -0.071 -0.006 -0.018 -0.038 -0.051 0.773 -0.802 -0.324 -0.556 -0.491 0.210 -0.017 | -| bplus_1 | -0.174 0.596 -0.501 -0.005 0.061 -0.340 0.085 -0.337 0.628 1.000 -0.052 -0.246 -0.064 -0.026 -0.011 -0.086 -0.014 0.453 -0.424 -0.227 -0.293 -0.397 0.088 0.001 | -| psi2s_p | -0.048 -0.208 0.206 0.003 0.005 0.092 0.095 0.004 -0.053 -0.052 1.000 0.168 0.010 -0.062 0.003 0.027 0.006 0.047 0.052 0.372 0.060 0.263 -0.021 0.003 | -| p4040_p | -0.187 -0.473 0.529 0.009 0.024 0.125 -0.356 0.056 -0.278 -0.246 0.168 1.000 0.023 0.185 0.010 0.022 0.023 -0.018 0.269 0.542 0.421 0.606 -0.082 0.012 | -| rho_p | -0.053 -0.073 0.043 -0.121 -0.003 0.025 -0.076 -0.170 -0.071 -0.064 0.010 0.023 1.000 -0.008 -0.129 0.004 -0.102 -0.047 0.051 0.038 0.010 0.047 -0.351 -0.065 | -| p3770_s | -0.001 -0.146 0.183 0.003 0.009 0.146 -0.142 -0.041 -0.006 -0.026 -0.062 0.185 -0.008 1.000 -0.001 0.006 0.004 -0.068 -0.017 0.354 0.088 0.237 -0.006 0.006 | -| phi_s | -0.007 -0.027 0.018 0.961 0.000 0.011 -0.020 -0.030 -0.018 -0.011 0.003 0.010 -0.129 -0.001 1.000 0.002 0.040 -0.015 0.015 -0.016 0.007 0.018 0.085 0.111 | -| DDstar_s | -0.064 -0.055 0.052 0.002 0.018 0.051 -0.023 0.033 -0.038 -0.086 0.027 0.022 0.004 0.006 0.002 1.000 0.007 -0.044 0.060 0.053 0.044 0.032 -0.026 0.004 | -| omega_s | -0.057 -0.054 0.044 0.015 -0.003 0.029 -0.018 0.010 -0.051 -0.014 0.006 0.023 -0.102 0.004 0.040 0.007 1.000 -0.038 0.035 0.012 0.025 0.037 -0.068 0.888 | -| p3770_p | 0.374 0.632 -0.414 -0.007 -0.115 -0.483 0.056 -0.173 0.773 0.453 0.047 -0.018 -0.047 -0.068 -0.015 -0.044 -0.038 1.000 -0.561 -0.094 -0.396 -0.186 0.150 -0.013 | -| Dbar_s | -0.349 -0.840 0.627 0.008 0.091 0.525 -0.374 0.207 -0.802 -0.424 0.052 0.269 0.051 -0.017 0.015 0.060 0.035 -0.561 1.000 0.362 0.458 0.489 -0.140 0.012 | -| jpsi_p | -0.179 -0.573 0.574 -0.017 -0.033 0.278 -0.429 -0.055 -0.324 -0.227 0.372 0.542 0.038 0.354 -0.016 0.053 0.012 -0.094 0.362 1.000 0.250 0.672 -0.092 -0.002 | -| p4160_s | -0.222 -0.561 0.360 0.007 0.284 0.401 0.025 0.181 -0.556 -0.293 0.060 0.421 0.010 0.088 0.007 0.044 0.025 -0.396 0.458 0.250 1.000 0.279 -0.081 0.014 | -| p4160_p | -0.316 -0.700 0.741 0.013 0.013 0.167 -0.443 0.112 -0.491 -0.397 0.263 0.606 0.047 0.237 0.018 0.032 0.037 -0.186 0.489 0.672 0.279 1.000 -0.136 0.017 | -| rho_s | 0.243 0.204 -0.158 0.091 0.015 -0.105 0.090 0.067 0.210 0.088 -0.021 -0.082 -0.351 -0.006 0.085 -0.026 -0.068 0.150 -0.140 -0.092 -0.081 -0.136 1.000 0.124 | -| omega_p | -0.019 -0.021 0.021 0.092 -0.001 0.014 0.000 0.035 -0.017 0.001 0.003 0.012 -0.065 0.006 0.111 0.004 0.888 -0.013 0.012 -0.002 0.014 0.017 0.124 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01135085745540887}), (, {'error': 1.9546562329320984}), (, {'error': 0.27863544348910674}), (, {'error': 0.7369669311559335}), (, {'error': 0.18137189392369735}), (, {'error': 0.2050913884939921}), (, {'error': 0.17256846741143417}), (, {'error': 0.06766005718821622}), (, {'error': 1.7452141736251923}), (, {'error': 0.024627043359121914}), (, {'error': 0.0347139234074092}), (, {'error': 0.1795730157425759}), (, {'error': 0.8217295986638851}), (, {'error': 0.24369914951437033}), (, {'error': 2.5268954817323257}), (, {'error': 0.04411028606868389}), (, {'error': 1.7184315627343274}), (, {'error': 0.19815247519461576}), (, {'error': 0.1370070797106539}), (, {'error': 0.04020791838658777}), (, {'error': 0.19103073424740868}), (, {'error': 0.15535125094386393}), (, {'error': 0.3492625555560439}), (, {'error': 0.4923398572297053})]) -Toy 7/25 -Time taken: 37 min -Projected time left: 1 h, 35 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1322 (1322 total) | -| EDM = 4.32E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297356.13221491384 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.458 | 0.013 | | | -2 | 2 | | -| 1 | DDstar_p | 2.10 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.91 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.61 | 0.19 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.24 | 0.07 | | | -2 | 2 | | -| 8 | Dbar_p | -4.26 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.831 | 0.024 | | | -2 | 2 | | -| 10| psi2s_p | 1.900 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.73 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -5.77 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.44 | 0.22 | | |0.918861 | 4.08114 | | -| 14| phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.74 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 4.623 | 0.027 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.27 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -1.94 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | 0.57 | 0.30 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.152 -0.015 -0.013 0.074 0.036 -0.068 -0.124 0.121 -0.679 0.021 0.022 -0.121 0.076 -0.015 -0.005 -0.015 0.088 -0.001 -0.005 0.045 0.013 0.111 0.048 | -| DDstar_p | 0.152 1.000 0.033 0.013 -0.054 -0.102 -0.031 -0.153 -0.139 0.304 0.043 0.117 -0.050 0.158 0.013 0.026 -0.003 0.247 -0.002 0.246 -0.050 0.254 0.033 0.025 | -| p4415_p | -0.015 0.033 1.000 -0.049 -0.149 -0.222 -0.032 0.182 -0.078 -0.069 -0.097 0.101 0.030 -0.009 -0.051 0.026 -0.008 0.061 0.015 -0.002 -0.139 0.288 0.031 -0.023 | -| phi_p | -0.013 0.013 -0.049 1.000 -0.007 -0.024 -0.027 -0.140 -0.009 -0.008 -0.046 -0.048 0.095 -0.049 0.995 0.005 -0.073 -0.020 0.004 -0.150 -0.046 -0.032 -0.234 0.296 | -| p4415_s | 0.074 -0.054 -0.149 -0.007 1.000 0.154 0.208 -0.076 0.018 0.126 0.015 0.036 -0.013 0.011 -0.007 0.001 -0.003 -0.071 -0.000 -0.023 0.318 -0.098 0.021 0.004 | -| p4040_s | 0.036 -0.102 -0.222 -0.024 0.154 1.000 0.343 0.075 -0.060 0.042 0.017 -0.218 0.012 0.103 -0.026 0.007 -0.007 -0.147 -0.001 -0.014 -0.084 -0.511 0.032 -0.008 | -| Ctt | -0.068 -0.031 -0.032 -0.027 0.208 0.343 1.000 0.645 -0.283 -0.138 0.168 -0.224 0.051 -0.147 -0.030 -0.001 -0.013 -0.214 0.008 0.200 0.224 -0.382 0.044 -0.017 | -| bplus_2 | -0.124 -0.153 0.182 -0.140 -0.076 0.075 0.645 1.000 -0.032 -0.246 -0.022 -0.015 0.161 -0.061 -0.149 0.009 -0.037 -0.057 0.004 0.124 0.137 -0.038 0.149 -0.074 | -| Dbar_p | 0.121 -0.139 -0.078 -0.009 0.018 -0.060 -0.283 -0.032 1.000 0.205 -0.014 -0.069 -0.018 -0.016 -0.010 0.007 -0.007 0.350 0.022 0.254 -0.088 0.041 0.043 0.010 | -| bplus_1 | -0.679 0.304 -0.069 -0.008 0.126 0.042 -0.138 -0.246 0.205 1.000 0.055 0.009 0.072 0.078 -0.007 -0.011 0.005 0.124 -0.004 0.080 0.023 0.004 -0.022 -0.027 | -| psi2s_p | 0.021 0.043 -0.097 -0.046 0.015 0.017 0.168 -0.022 -0.014 0.055 1.000 -0.218 -0.017 -0.378 -0.045 0.027 -0.002 0.029 0.030 -0.007 -0.099 -0.109 0.014 -0.014 | -| p4040_p | 0.022 0.117 0.101 -0.048 0.036 -0.218 -0.224 -0.015 -0.069 0.009 -0.218 1.000 0.005 -0.043 -0.049 0.026 -0.005 0.134 0.024 -0.058 0.315 0.100 0.020 -0.019 | -| rho_p | -0.121 -0.050 0.030 0.095 -0.013 0.012 0.051 0.161 -0.018 0.072 -0.017 0.005 1.000 -0.001 0.103 0.003 0.133 -0.031 0.002 -0.103 0.025 -0.008 0.198 -0.184 | -| p3770_s | 0.076 0.158 -0.009 -0.049 0.011 0.103 -0.147 -0.061 -0.016 0.078 -0.378 -0.043 -0.001 1.000 -0.050 0.020 -0.007 -0.253 0.027 0.012 0.004 -0.001 0.032 -0.015 | -| phi_s | -0.015 0.013 -0.051 0.995 -0.007 -0.026 -0.030 -0.149 -0.010 -0.007 -0.045 -0.049 0.103 -0.050 1.000 0.005 -0.066 -0.020 0.004 -0.147 -0.048 -0.032 -0.228 0.298 | -| DDstar_s | -0.005 0.026 0.026 0.005 0.001 0.007 -0.001 0.009 0.007 -0.011 0.027 0.026 0.003 0.020 0.005 1.000 0.000 0.018 -0.002 0.047 0.011 0.035 -0.002 0.001 | -| omega_s | -0.015 -0.003 -0.008 -0.073 -0.003 -0.007 -0.013 -0.037 -0.007 0.005 -0.002 -0.005 0.133 -0.007 -0.066 0.000 1.000 -0.002 -0.000 0.004 -0.011 -0.001 -0.008 0.542 | -| p3770_p | 0.088 0.247 0.061 -0.020 -0.071 -0.147 -0.214 -0.057 0.350 0.124 0.029 0.134 -0.031 -0.253 -0.020 0.018 -0.002 1.000 0.034 0.120 -0.054 0.230 0.016 0.002 | -| Dbar_s | -0.001 -0.002 0.015 0.004 -0.000 -0.001 0.008 0.004 0.022 -0.004 0.030 0.024 0.002 0.027 0.004 -0.002 -0.000 0.034 1.000 0.045 0.004 0.028 -0.001 0.002 | -| jpsi_p | -0.005 0.246 -0.002 -0.150 -0.023 -0.014 0.200 0.124 0.254 0.080 -0.007 -0.058 -0.103 0.012 -0.147 0.047 0.004 0.120 0.045 1.000 -0.040 0.033 -0.008 -0.045 | -| p4160_s | 0.045 -0.050 -0.139 -0.046 0.318 -0.084 0.224 0.137 -0.088 0.023 -0.099 0.315 0.025 0.004 -0.048 0.011 -0.011 -0.054 0.004 -0.040 1.000 -0.130 0.048 -0.017 | -| p4160_p | 0.013 0.254 0.288 -0.032 -0.098 -0.511 -0.382 -0.038 0.041 0.004 -0.109 0.100 -0.008 -0.001 -0.032 0.035 -0.001 0.230 0.028 0.033 -0.130 1.000 0.004 -0.011 | -| rho_s | 0.111 0.033 0.031 -0.234 0.021 0.032 0.044 0.149 0.043 -0.022 0.014 0.020 0.198 0.032 -0.228 -0.002 -0.008 0.016 -0.001 -0.008 0.048 0.004 1.000 0.146 | -| omega_p | 0.048 0.025 -0.023 0.296 0.004 -0.008 -0.017 -0.074 0.010 -0.027 -0.014 -0.019 -0.184 -0.015 0.298 0.001 0.542 0.002 0.002 -0.045 -0.017 -0.011 0.146 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.012502059428632695}), (, {'error': 0.27629085225564687}), (, {'error': 0.18641001990521922}), (, {'error': 7.772358512953316}), (, {'error': 0.18774052967166543}), (, {'error': 0.16923348819026268}), (, {'error': 0.1913519451541711}), (, {'error': 0.0740753947430548}), (, {'error': 0.29312983070285337}), (, {'error': 0.023943857213435726}), (, {'error': 0.030892641559164602}), (, {'error': 0.19097612316335422}), (, {'error': 0.1784922270737206}), (, {'error': 0.22416189804325537}), (, {'error': 5.0478249462890075}), (, {'error': 0.018748997661663575}), (, {'error': 0.9750962786214616}), (, {'error': 0.09481079440188656}), (, {'error': 0.017789311839403743}), (, {'error': 0.026902427225727443}), (, {'error': 0.16156177167254793}), (, {'error': 0.09732852771207101}), (, {'error': 0.3774986204644124}), (, {'error': 0.29919701436880164})]) -Toy 8/25 -Time taken: 42 min, 8 s -Projected time left: 1 h, 29 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1591 (1591 total) | -| EDM = 0.000226 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297278.971222147 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.457 | 0.019 | | | -2 | 2 | | -| 1 | DDstar_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.96 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.00 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.32 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.02 | 0.19 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.58 | 0.22 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.32 | 0.09 | | | -2 | 2 | | -| 8 | Dbar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.62 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.64 | 0.24 | | |0.918861 | 4.08114 | | -| 14| phi_s | 14.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 16| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.46 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 1.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.02 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.021 0.036 0.036 0.015 0.022 0.021 -0.008 -0.008 -0.756 0.006 0.036 -0.040 0.051 0.001 -0.002 -0.119 0.040 -0.023 0.051 0.044 0.025 0.282 0.025 | -| DDstar_p | -0.021 1.000 -0.204 -0.007 0.094 0.260 0.239 0.425 -0.116 -0.511 -0.151 -0.404 0.014 -0.354 -0.007 0.152 0.034 -0.495 -0.089 -0.519 0.153 -0.554 -0.094 -0.007 | -| p4415_p | 0.036 -0.204 1.000 0.015 -0.203 -0.268 -0.051 0.072 -0.039 -0.001 -0.024 0.239 0.004 0.093 -0.008 -0.178 -0.029 0.170 0.160 0.129 -0.202 0.390 0.032 0.004 | -| phi_p | 0.036 -0.007 0.015 1.000 0.004 0.012 0.024 0.056 -0.004 -0.017 0.003 0.007 0.001 0.010 0.323 -0.003 -0.091 0.003 -0.006 0.004 0.018 0.003 0.073 0.014 | -| p4415_s | 0.015 0.094 -0.203 0.004 1.000 0.228 0.228 -0.039 0.010 0.077 0.026 -0.039 -0.001 -0.022 -0.001 0.033 -0.012 -0.100 -0.050 -0.110 0.351 -0.143 0.021 0.002 | -| p4040_s | 0.022 0.260 -0.268 0.012 0.228 1.000 0.420 0.196 0.051 -0.095 0.009 -0.321 0.008 0.016 -0.009 0.014 -0.022 -0.239 0.061 -0.212 0.141 -0.586 0.012 0.002 | -| Ctt | 0.021 0.239 -0.051 0.024 0.228 0.420 1.000 0.725 0.038 -0.273 0.193 -0.283 0.017 -0.198 -0.021 0.081 -0.051 -0.229 0.295 -0.457 0.335 -0.403 0.028 0.005 | -| bplus_2 | -0.008 0.425 0.072 0.056 -0.039 0.196 0.725 1.000 0.035 -0.411 -0.033 -0.184 0.039 -0.216 -0.041 0.048 -0.094 -0.204 0.066 -0.447 0.185 -0.247 0.041 0.009 | -| Dbar_p | -0.008 -0.116 -0.039 -0.004 0.010 0.051 0.038 0.035 1.000 0.003 -0.109 -0.089 -0.001 -0.105 0.000 -0.049 0.001 -0.166 0.069 -0.196 0.032 -0.097 0.001 0.000 | -| bplus_1 | -0.756 -0.511 -0.001 -0.017 0.077 -0.095 -0.273 -0.411 0.003 1.000 0.073 0.151 0.022 0.168 0.005 0.003 0.061 0.254 -0.158 0.308 -0.061 0.202 -0.138 -0.013 | -| psi2s_p | 0.006 -0.151 -0.024 0.003 0.026 0.009 0.193 -0.033 -0.109 0.073 1.000 -0.096 -0.002 -0.266 -0.001 -0.120 -0.012 0.100 0.134 0.131 -0.047 -0.004 0.021 0.002 | -| p4040_p | 0.036 -0.404 0.239 0.007 -0.039 -0.321 -0.283 -0.184 -0.089 0.151 -0.096 1.000 -0.004 0.134 -0.001 -0.164 -0.018 0.320 0.149 0.278 0.199 0.397 0.037 0.003 | -| rho_p | -0.040 0.014 0.004 0.001 -0.001 0.008 0.017 0.039 -0.001 0.022 -0.002 -0.004 1.000 -0.003 0.007 -0.000 0.132 -0.010 0.003 -0.010 0.008 -0.007 -0.053 -0.019 | -| p3770_s | 0.051 -0.354 0.093 0.010 -0.022 0.016 -0.198 -0.216 -0.105 0.168 -0.266 0.134 -0.003 1.000 -0.002 -0.110 -0.023 -0.047 0.147 0.306 -0.027 0.205 0.043 0.004 | -| phi_s | 0.001 -0.007 -0.008 0.323 -0.001 -0.009 -0.021 -0.041 0.000 0.005 -0.001 -0.001 0.007 -0.002 1.000 -0.001 -0.013 0.002 0.002 -0.002 -0.012 0.003 0.024 -0.000 | -| DDstar_s | -0.002 0.152 -0.178 -0.003 0.033 0.014 0.081 0.048 -0.049 0.003 -0.120 -0.164 -0.000 -0.110 -0.001 1.000 -0.003 -0.095 0.053 -0.269 -0.007 -0.215 0.006 0.001 | -| omega_s | -0.119 0.034 -0.029 -0.091 -0.012 -0.022 -0.051 -0.094 0.001 0.061 -0.012 -0.018 0.132 -0.023 -0.013 -0.003 1.000 -0.022 0.025 -0.027 -0.035 -0.012 -0.578 -0.222 | -| p3770_p | 0.040 -0.495 0.170 0.003 -0.100 -0.239 -0.229 -0.204 -0.166 0.254 0.100 0.320 -0.010 -0.047 0.002 -0.095 -0.022 1.000 -0.180 0.298 -0.119 0.402 0.057 0.005 | -| Dbar_s | -0.023 -0.089 0.160 -0.006 -0.050 0.061 0.295 0.066 0.069 -0.158 0.134 0.149 0.003 0.147 0.002 0.053 0.025 -0.180 1.000 0.011 0.082 0.102 -0.048 -0.005 | -| jpsi_p | 0.051 -0.519 0.129 0.004 -0.110 -0.212 -0.457 -0.447 -0.196 0.308 0.131 0.278 -0.010 0.306 -0.002 -0.269 -0.027 0.298 0.011 1.000 -0.176 0.406 0.057 0.006 | -| p4160_s | 0.044 0.153 -0.202 0.018 0.351 0.141 0.335 0.185 0.032 -0.061 -0.047 0.199 0.008 -0.027 -0.012 -0.007 -0.035 -0.119 0.082 -0.176 1.000 -0.263 0.032 0.004 | -| p4160_p | 0.025 -0.554 0.390 0.003 -0.143 -0.586 -0.403 -0.247 -0.097 0.202 -0.004 0.397 -0.007 0.205 0.003 -0.215 -0.012 0.402 0.102 0.406 -0.263 1.000 0.037 0.003 | -| rho_s | 0.282 -0.094 0.032 0.073 0.021 0.012 0.028 0.041 0.001 -0.138 0.021 0.037 -0.053 0.043 0.024 0.006 -0.578 0.057 -0.048 0.057 0.032 0.037 1.000 0.113 | -| omega_p | 0.025 -0.007 0.004 0.014 0.002 0.002 0.005 0.009 0.000 -0.013 0.002 0.003 -0.019 0.004 -0.000 0.001 -0.222 0.005 -0.005 0.006 0.004 0.003 0.113 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018799853270934808}), (, {'error': 0.5252840507573113}), (, {'error': 0.16746712336678726}), (, {'error': 0.2007224307641149}), (, {'error': 0.1931769341410371}), (, {'error': 0.18530179297266913}), (, {'error': 0.21841557258655886}), (, {'error': 0.08879933901090198}), (, {'error': 0.6468215309212946}), (, {'error': 0.0427451550819129}), (, {'error': 0.03284804290313126}), (, {'error': 0.1988788524299565}), (, {'error': 0.12293127264204973}), (, {'error': 0.24385756762905508}), (, {'error': 1.0889583740497049}), (, {'error': 0.40281161429322354}), (, {'error': 3.304930822467508}), (, {'error': 0.12969429633414986}), (, {'error': 0.4312115723124991}), (, {'error': 0.03165238308469487}), (, {'error': 0.17288533183110288}), (, {'error': 0.13174275870045626}), (, {'error': 0.3925523353053987}), (, {'error': 0.19331108451231316})]) -Toy 9/25 -Time taken: 47 min, 57 s -Projected time left: 1 h, 25 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1515 (1515 total) | -| EDM = 1.42E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297213.4931291441 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.478 | 0.021 | | | -2 | 2 | | -| 1 | DDstar_p | -4.32 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.07 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.13 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.42 | 0.21 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.22 | 0.09 | | | -2 | 2 | | -| 8 | Dbar_p | 2.14 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.934 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.84 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.03 | 0.23 | | |0.918861 | 4.08114 | | -| 14| phi_s | 18.3 | 2.0 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.58 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -1.607 | 0.027 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -1.93 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.020 0.022 -0.015 0.023 0.025 0.003 0.012 0.033 -0.845 -0.004 0.024 -0.018 0.052 -0.024 0.000 0.019 0.030 0.001 -0.059 0.046 0.014 0.250 0.032 | -| DDstar_p | 0.020 1.000 -0.019 0.002 -0.042 -0.117 -0.123 -0.264 -0.052 0.355 0.016 0.110 -0.002 0.169 0.006 0.024 0.004 0.254 0.003 0.191 -0.072 0.218 0.060 0.005 | -| p4415_p | 0.022 -0.019 1.000 -0.013 -0.137 -0.241 -0.054 0.195 -0.048 -0.103 -0.107 0.113 -0.009 -0.016 -0.023 0.022 0.009 0.074 0.013 -0.009 -0.169 0.298 0.008 -0.000 | -| phi_p | -0.015 0.002 -0.013 1.000 -0.004 -0.008 -0.003 -0.034 -0.000 0.006 -0.011 -0.013 0.039 -0.014 0.922 0.001 0.023 -0.002 0.001 -0.031 -0.013 -0.008 -0.065 0.016 | -| p4415_s | 0.023 -0.042 -0.137 -0.004 1.000 0.156 0.207 -0.061 0.008 0.102 0.008 0.028 -0.005 0.009 -0.007 0.000 0.004 -0.072 -0.000 -0.024 0.318 -0.076 0.024 0.003 | -| p4040_s | 0.025 -0.117 -0.241 -0.008 0.156 1.000 0.345 0.091 -0.073 0.014 -0.009 -0.231 -0.009 0.091 -0.017 0.004 0.007 -0.158 0.000 -0.020 -0.039 -0.545 0.022 0.004 | -| Ctt | 0.003 -0.123 -0.054 -0.003 0.207 0.345 1.000 0.695 -0.265 -0.171 0.160 -0.292 -0.019 -0.214 -0.021 -0.000 0.015 -0.232 0.009 0.213 0.224 -0.412 0.022 0.006 | -| bplus_2 | 0.012 -0.264 0.195 -0.034 -0.061 0.091 0.695 1.000 -0.083 -0.321 -0.021 -0.056 -0.046 -0.120 -0.079 0.006 0.031 -0.103 0.005 0.125 0.140 -0.069 0.042 0.014 | -| Dbar_p | 0.033 -0.052 -0.048 -0.000 0.008 -0.073 -0.265 -0.083 1.000 0.166 0.059 0.002 -0.006 0.043 -0.003 0.002 0.005 0.344 0.013 0.293 -0.078 0.093 0.040 0.006 | -| bplus_1 | -0.845 0.355 -0.103 0.006 0.102 0.014 -0.171 -0.321 0.166 1.000 0.055 0.011 0.010 0.077 0.015 -0.005 -0.014 0.107 -0.004 0.087 -0.011 0.008 -0.166 -0.021 | -| psi2s_p | -0.004 0.016 -0.107 -0.011 0.008 -0.009 0.160 -0.021 0.059 0.055 1.000 -0.227 -0.001 -0.430 -0.010 0.021 0.007 0.058 0.022 -0.001 -0.106 -0.118 0.010 -0.005 | -| p4040_p | 0.024 0.110 0.113 -0.013 0.028 -0.231 -0.292 -0.056 0.002 0.011 -0.227 1.000 -0.003 -0.024 -0.017 0.023 0.007 0.186 0.019 -0.070 0.307 0.159 0.008 -0.003 | -| rho_p | -0.018 -0.002 -0.009 0.039 -0.005 -0.009 -0.019 -0.046 -0.006 0.010 -0.001 -0.003 1.000 -0.005 0.033 0.000 0.016 0.001 -0.000 0.013 -0.014 0.001 -0.135 -0.019 | -| p3770_s | 0.052 0.169 -0.016 -0.014 0.009 0.091 -0.214 -0.120 0.043 0.077 -0.430 -0.024 -0.005 1.000 -0.019 0.018 0.009 -0.175 0.021 -0.013 -0.003 0.018 0.025 -0.001 | -| phi_s | -0.024 0.006 -0.023 0.922 -0.007 -0.017 -0.021 -0.079 -0.003 0.015 -0.010 -0.017 0.033 -0.019 1.000 0.001 -0.012 0.000 0.001 -0.018 -0.026 -0.008 -0.069 0.043 | -| DDstar_s | 0.000 0.024 0.022 0.001 0.000 0.004 -0.000 0.006 0.002 -0.005 0.021 0.023 0.000 0.018 0.001 1.000 -0.000 0.015 -0.001 0.043 0.008 0.031 -0.000 0.000 | -| omega_s | 0.019 0.004 0.009 0.023 0.004 0.007 0.015 0.031 0.005 -0.014 0.007 0.007 0.016 0.009 -0.012 -0.000 1.000 0.004 -0.000 0.025 0.011 0.004 0.005 -0.864 | -| p3770_p | 0.030 0.254 0.074 -0.002 -0.072 -0.158 -0.232 -0.103 0.344 0.107 0.058 0.186 0.001 -0.175 0.000 0.015 0.004 1.000 0.019 0.099 -0.051 0.246 0.022 -0.002 | -| Dbar_s | 0.001 0.003 0.013 0.001 -0.000 0.000 0.009 0.005 0.013 -0.004 0.022 0.019 -0.000 0.021 0.001 -0.001 -0.000 0.019 1.000 0.033 0.004 0.021 -0.000 0.000 | -| jpsi_p | -0.059 0.191 -0.009 -0.031 -0.024 -0.020 0.213 0.125 0.293 0.087 -0.001 -0.070 0.013 -0.013 -0.018 0.043 0.025 0.099 0.033 1.000 -0.044 0.009 0.000 -0.035 | -| p4160_s | 0.046 -0.072 -0.169 -0.013 0.318 -0.039 0.224 0.140 -0.078 -0.011 -0.106 0.307 -0.014 -0.003 -0.026 0.008 0.011 -0.051 0.004 -0.044 1.000 -0.131 0.029 0.005 | -| p4160_p | 0.014 0.218 0.298 -0.008 -0.076 -0.545 -0.412 -0.069 0.093 0.008 -0.118 0.159 0.001 0.018 -0.008 0.031 0.004 0.246 0.021 0.009 -0.131 1.000 0.002 -0.005 | -| rho_s | 0.250 0.060 0.008 -0.065 0.024 0.022 0.022 0.042 0.040 -0.166 0.010 0.008 -0.135 0.025 -0.069 -0.000 0.005 0.022 -0.000 0.000 0.029 0.002 1.000 0.255 | -| omega_p | 0.032 0.005 -0.000 0.016 0.003 0.004 0.006 0.014 0.006 -0.021 -0.005 -0.003 -0.019 -0.001 0.043 0.000 -0.864 -0.002 0.000 -0.035 0.005 -0.005 0.255 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02088496788453531}), (, {'error': 0.3008173806860319}), (, {'error': 0.18779659628030476}), (, {'error': 0.49071709807915775}), (, {'error': 0.1908757637634232}), (, {'error': 0.17097720029306046}), (, {'error': 0.20705626194461518}), (, {'error': 0.08594769848958983}), (, {'error': 0.27413916622686063}), (, {'error': 0.04207103949500157}), (, {'error': 0.03149094801090779}), (, {'error': 0.17322721089115145}), (, {'error': 0.1789380066631736}), (, {'error': 0.22975765407182203}), (, {'error': 1.9940857559516}), (, {'error': 0.015774519159448164}), (, {'error': 5.017328637482333}), (, {'error': 0.10514628539372328}), (, {'error': 0.012658413244174355}), (, {'error': 0.026793208775238053}), (, {'error': 0.16572010347193267}), (, {'error': 0.10237989311277085}), (, {'error': 0.3325047234713141}), (, {'error': 0.4245353809464185})]) -Toy 10/25 -Time taken: 53 min, 44 s -Projected time left: 1 h, 20 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1423 (1423 total) | -| EDM = 0.00125 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297205.80728773493 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.499 | 0.011 | | | -2 | 2 | | -| 1 | DDstar_p | -3.0 | 1.2 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.61 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.83 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.42 | 0.27 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.31 | 0.08 | | | -2 | 2 | | -| 8 | Dbar_p | -3.0 | 1.8 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.945 | 0.021 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.58 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -1.08 | 0.30 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.5 | 0.3 | | |0.918861 | 4.08114 | | -| 14| phi_s | 16.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.69 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.23 | 0.35 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.644 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.24 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.18 | 0.27 | | |0.0253049| 2.0747 | | -| 23| omega_p | 0.22 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.475 0.108 -0.001 -0.283 -0.224 0.517 0.147 0.516 -0.030 0.347 0.405 -0.171 0.431 0.082 0.152 0.058 0.024 0.604 0.230 -0.110 0.320 -0.058 0.007 | -| DDstar_p | 0.475 1.000 -0.002 0.001 -0.285 -0.352 0.820 0.459 0.927 0.479 0.507 0.545 -0.137 0.679 0.073 0.384 0.049 0.114 0.897 0.289 -0.150 0.289 -0.026 0.007 | -| p4415_p | 0.108 -0.002 1.000 0.001 -0.175 -0.135 0.118 -0.019 0.123 0.123 0.123 0.235 -0.000 0.163 -0.001 0.018 0.012 0.085 0.144 0.208 -0.058 0.365 -0.032 0.004 | -| phi_p | -0.001 0.001 0.001 1.000 -0.000 0.000 0.001 -0.004 0.001 -0.001 0.000 0.001 0.017 0.001 0.109 0.000 0.004 -0.000 0.001 -0.000 0.001 0.000 -0.010 0.005 | -| p4415_s | -0.283 -0.285 -0.175 -0.000 1.000 0.237 -0.193 -0.045 -0.316 -0.297 -0.185 -0.199 0.056 -0.247 -0.030 -0.141 -0.025 -0.095 -0.317 -0.193 0.302 -0.201 0.028 -0.004 | -| p4040_s | -0.224 -0.352 -0.135 0.000 0.237 1.000 -0.155 -0.172 -0.352 -0.220 -0.187 -0.307 0.074 -0.188 -0.039 -0.167 -0.020 -0.149 -0.296 -0.155 0.029 -0.446 -0.002 -0.003 | -| Ctt | 0.517 0.820 0.118 0.001 -0.193 -0.155 1.000 0.223 0.842 0.530 0.621 0.521 -0.123 0.651 0.064 0.357 0.049 0.046 0.875 0.303 0.004 0.277 -0.044 0.008 | -| bplus_2 | 0.147 0.459 -0.019 -0.004 -0.045 -0.172 0.223 1.000 0.506 0.172 0.330 0.314 -0.246 0.402 0.116 0.220 0.014 0.061 0.490 0.336 -0.116 0.199 0.143 -0.001 | -| Dbar_p | 0.516 0.927 0.123 0.001 -0.316 -0.352 0.842 0.506 1.000 0.520 0.643 0.665 -0.150 0.790 0.079 0.376 0.054 0.217 0.923 0.523 -0.140 0.479 -0.027 0.010 | -| bplus_1 | -0.030 0.479 0.123 -0.001 -0.297 -0.220 0.530 0.172 0.520 1.000 0.350 0.414 -0.121 0.433 0.050 0.150 0.022 0.009 0.610 0.247 -0.105 0.325 0.022 0.004 | -| psi2s_p | 0.347 0.507 0.123 0.000 -0.185 -0.187 0.621 0.330 0.643 0.350 1.000 0.395 -0.098 0.394 0.050 0.228 0.036 0.179 0.605 0.474 -0.098 0.347 -0.019 0.007 | -| p4040_p | 0.405 0.545 0.235 0.001 -0.199 -0.307 0.521 0.314 0.665 0.414 0.395 1.000 -0.100 0.548 0.051 0.259 0.042 0.210 0.657 0.436 0.159 0.438 -0.036 0.008 | -| rho_p | -0.171 -0.137 -0.000 0.017 0.056 0.074 -0.123 -0.246 -0.150 -0.121 -0.098 -0.100 1.000 -0.114 0.025 -0.054 -0.084 -0.018 -0.169 -0.059 0.054 -0.077 -0.018 -0.069 | -| p3770_s | 0.431 0.679 0.163 0.001 -0.247 -0.188 0.651 0.402 0.790 0.433 0.394 0.548 -0.114 1.000 0.057 0.311 0.046 0.043 0.758 0.504 -0.067 0.425 -0.036 0.009 | -| phi_s | 0.082 0.073 -0.001 0.109 -0.030 -0.039 0.064 0.116 0.079 0.050 0.050 0.051 0.025 0.057 1.000 0.029 0.051 0.005 0.089 0.021 -0.029 0.037 -0.053 0.014 | -| DDstar_s | 0.152 0.384 0.018 0.000 -0.141 -0.167 0.357 0.220 0.376 0.150 0.228 0.259 -0.054 0.311 0.029 1.000 0.017 0.070 0.404 0.144 -0.071 0.182 -0.001 0.003 | -| omega_s | 0.058 0.049 0.012 0.004 -0.025 -0.020 0.049 0.014 0.054 0.022 0.036 0.042 -0.084 0.046 0.051 0.017 1.000 0.002 0.060 0.024 -0.007 0.032 -0.305 0.502 | -| p3770_p | 0.024 0.114 0.085 -0.000 -0.095 -0.149 0.046 0.061 0.217 0.009 0.179 0.210 -0.018 0.043 0.005 0.070 0.002 1.000 0.042 0.208 -0.060 0.255 0.005 0.001 | -| Dbar_s | 0.604 0.897 0.144 0.001 -0.317 -0.296 0.875 0.490 0.923 0.610 0.605 0.657 -0.169 0.758 0.089 0.404 0.060 0.042 1.000 0.431 -0.090 0.427 -0.032 0.010 | -| jpsi_p | 0.230 0.289 0.208 -0.000 -0.193 -0.155 0.303 0.336 0.523 0.247 0.474 0.436 -0.059 0.504 0.021 0.144 0.024 0.208 0.431 1.000 -0.077 0.475 -0.026 0.006 | -| p4160_s | -0.110 -0.150 -0.058 0.001 0.302 0.029 0.004 -0.116 -0.140 -0.105 -0.098 0.159 0.054 -0.067 -0.029 -0.071 -0.007 -0.060 -0.090 -0.077 1.000 -0.126 -0.022 -0.000 | -| p4160_p | 0.320 0.289 0.365 0.000 -0.201 -0.446 0.277 0.199 0.479 0.325 0.347 0.438 -0.077 0.425 0.037 0.182 0.032 0.255 0.427 0.475 -0.126 1.000 -0.027 0.007 | -| rho_s | -0.058 -0.026 -0.032 -0.010 0.028 -0.002 -0.044 0.143 -0.027 0.022 -0.019 -0.036 -0.018 -0.036 -0.053 -0.001 -0.305 0.005 -0.032 -0.026 -0.022 -0.027 1.000 0.157 | -| omega_p | 0.007 0.007 0.004 0.005 -0.004 -0.003 0.008 -0.001 0.010 0.004 0.007 0.008 -0.069 0.009 0.014 0.003 0.502 0.001 0.010 0.006 -0.000 0.007 0.157 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010776407701411639}), (, {'error': 1.151171369284259}), (, {'error': 0.1624802558882399}), (, {'error': 0.05905112422499004}), (, {'error': 0.18607146028948296}), (, {'error': 0.16363983683142252}), (, {'error': 0.26784381009556235}), (, {'error': 0.07524708998141127}), (, {'error': 1.8063823321842989}), (, {'error': 0.020710403948255296}), (, {'error': 0.0389489148721438}), (, {'error': 0.27478959471028475}), (, {'error': 0.30277338122284236}), (, {'error': 0.34886156306862093}), (, {'error': 0.8187117352921893}), (, {'error': 0.07976842413082846}), (, {'error': 1.0807400373683729}), (, {'error': 0.1218317010054939}), (, {'error': 0.348488572919629}), (, {'error': 0.030777835000793896}), (, {'error': 0.1534058715042994}), (, {'error': 0.10900294868201232}), (, {'error': 0.2711213813626446}), (, {'error': 0.22677150134720359})]) -Toy 11/25 -Time taken: 59 min, 20 s -Projected time left: 1 h, 15 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1312 (1312 total) | -| EDM = 0.000777 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297514.9280154334 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.431 | 0.010 | | | -2 | 2 | | -| 1 | DDstar_p | 5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.94 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -6.0 | 2.7 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.02 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.93 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.15 | 0.21 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.18 | 0.06 | | | -2 | 2 | | -| 8 | Dbar_p | 6.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.803 | 0.021 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -3.01 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 0.031 | 0.458 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.55 | 0.28 | | |0.918861 | 4.08114 | | -| 14| phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.23 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.24 | 0.32 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.621 | 0.031 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.00 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.03 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.20 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.305 -0.208 -0.027 0.134 0.122 -0.434 0.030 0.314 -0.016 -0.234 -0.281 -0.090 -0.260 -0.032 0.108 -0.114 0.175 0.581 -0.143 -0.055 -0.195 0.277 -0.027 | -| DDstar_p | 0.305 1.000 0.054 0.018 -0.027 0.011 -0.370 0.042 0.486 0.372 -0.047 -0.022 -0.054 -0.090 0.016 0.192 -0.063 0.289 0.432 0.157 -0.062 0.210 0.131 -0.007 | -| p4415_p | -0.208 0.054 1.000 0.004 -0.159 -0.237 0.212 0.055 -0.225 -0.261 0.173 0.305 0.053 0.239 0.004 -0.066 0.041 0.051 -0.361 0.262 -0.059 0.424 -0.080 0.012 | -| phi_p | -0.027 0.018 0.004 1.000 -0.006 -0.011 0.039 -0.096 -0.049 -0.049 0.013 0.013 -0.194 0.013 0.995 -0.013 -0.202 -0.011 -0.051 -0.099 -0.008 0.015 -0.043 0.201 | -| p4415_s | 0.134 -0.027 -0.159 -0.006 1.000 0.104 0.097 -0.062 0.062 0.156 -0.032 0.006 -0.013 -0.033 -0.007 0.048 -0.020 -0.043 0.073 -0.101 0.258 -0.070 0.049 -0.005 | -| p4040_s | 0.122 0.011 -0.237 -0.011 0.104 1.000 0.135 0.038 0.143 0.139 -0.019 -0.240 0.001 0.031 -0.013 0.078 -0.018 -0.084 0.109 -0.102 -0.163 -0.425 0.055 -0.005 | -| Ctt | -0.434 -0.370 0.212 0.039 0.097 0.135 1.000 0.221 -0.417 -0.515 0.475 0.312 0.073 0.346 0.041 -0.247 0.069 -0.237 -0.727 0.109 0.292 0.049 -0.164 0.025 | -| bplus_2 | 0.030 0.042 0.055 -0.096 -0.062 0.038 0.221 1.000 0.183 0.002 -0.119 -0.107 0.204 -0.148 -0.106 0.102 0.013 0.055 0.231 -0.221 0.039 -0.064 0.135 -0.001 | -| Dbar_p | 0.314 0.486 -0.225 -0.049 0.062 0.143 -0.417 0.183 1.000 0.368 -0.390 -0.403 -0.033 -0.436 -0.052 0.201 -0.055 -0.116 0.580 -0.441 -0.083 -0.312 0.148 -0.024 | -| bplus_1 | -0.016 0.372 -0.261 -0.049 0.156 0.139 -0.515 0.002 0.368 1.000 -0.277 -0.347 0.018 -0.327 -0.052 0.122 -0.037 0.190 0.685 -0.183 -0.086 -0.240 0.143 -0.015 | -| psi2s_p | -0.234 -0.047 0.173 0.013 -0.032 -0.019 0.475 -0.119 -0.390 -0.277 1.000 0.218 0.024 0.119 0.015 -0.114 0.043 -0.008 -0.478 0.355 0.053 0.205 -0.108 0.012 | -| p4040_p | -0.281 -0.022 0.305 0.013 0.006 -0.240 0.312 -0.107 -0.403 -0.347 0.218 1.000 0.049 0.335 0.014 -0.144 0.056 0.058 -0.554 0.375 0.371 0.303 -0.128 0.016 | -| rho_p | -0.090 -0.054 0.053 -0.194 -0.013 0.001 0.073 0.204 -0.033 0.018 0.024 0.049 1.000 0.047 -0.186 -0.003 0.459 -0.025 -0.058 0.045 0.044 0.023 0.034 -0.018 | -| p3770_s | -0.260 -0.090 0.239 0.013 -0.033 0.031 0.346 -0.148 -0.436 -0.327 0.119 0.335 0.047 1.000 0.014 -0.168 0.054 -0.243 -0.552 0.406 0.138 0.255 -0.125 0.016 | -| phi_s | -0.032 0.016 0.004 0.995 -0.007 -0.013 0.041 -0.106 -0.052 -0.052 0.015 0.014 -0.186 0.014 1.000 -0.014 -0.194 -0.013 -0.056 -0.099 -0.010 0.016 -0.048 0.203 | -| DDstar_s | 0.108 0.192 -0.066 -0.013 0.048 0.078 -0.247 0.102 0.201 0.122 -0.114 -0.144 -0.003 -0.168 -0.014 1.000 -0.019 0.047 0.336 -0.052 -0.027 -0.088 0.054 -0.006 | -| omega_s | -0.114 -0.063 0.041 -0.202 -0.020 -0.018 0.069 0.013 -0.055 -0.037 0.043 0.056 0.459 0.054 -0.194 -0.019 1.000 -0.032 -0.103 0.049 0.018 0.035 -0.266 0.344 | -| p3770_p | 0.175 0.289 0.051 -0.011 -0.043 -0.084 -0.237 0.055 -0.116 0.190 -0.008 0.058 -0.025 -0.243 -0.013 0.047 -0.032 1.000 0.254 0.114 -0.053 0.184 0.070 -0.009 | -| Dbar_s | 0.581 0.432 -0.361 -0.051 0.073 0.109 -0.727 0.231 0.580 0.685 -0.478 -0.554 -0.058 -0.552 -0.056 0.336 -0.103 0.254 1.000 -0.398 -0.222 -0.335 0.265 -0.032 | -| jpsi_p | -0.143 0.157 0.262 -0.099 -0.101 -0.102 0.109 -0.221 -0.441 -0.183 0.355 0.375 0.045 0.406 -0.099 -0.052 0.049 0.114 -0.398 1.000 0.048 0.409 -0.077 -0.013 | -| p4160_s | -0.055 -0.062 -0.059 -0.008 0.258 -0.163 0.292 0.039 -0.083 -0.086 0.053 0.371 0.044 0.138 -0.010 -0.027 0.018 -0.053 -0.222 0.048 1.000 -0.014 -0.019 0.005 | -| p4160_p | -0.195 0.210 0.424 0.015 -0.070 -0.425 0.049 -0.064 -0.312 -0.240 0.205 0.303 0.023 0.255 0.016 -0.088 0.035 0.184 -0.335 0.409 -0.014 1.000 -0.089 0.012 | -| rho_s | 0.277 0.131 -0.080 -0.043 0.049 0.055 -0.164 0.135 0.148 0.143 -0.108 -0.128 0.034 -0.125 -0.048 0.054 -0.266 0.070 0.265 -0.077 -0.019 -0.089 1.000 -0.050 | -| omega_p | -0.027 -0.007 0.012 0.201 -0.005 -0.005 0.025 -0.001 -0.024 -0.015 0.012 0.016 -0.018 0.016 0.203 -0.006 0.344 -0.009 -0.032 -0.013 0.005 0.012 -0.050 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010058323752866194}), (, {'error': 0.46086990286085694}), (, {'error': 0.21218451803162974}), (, {'error': 2.7483833990839597}), (, {'error': 0.17974454152964897}), (, {'error': 0.16372461210836986}), (, {'error': 0.20667437659679833}), (, {'error': 0.0599737054972318}), (, {'error': 0.5150792949018745}), (, {'error': 0.02085192099858524}), (, {'error': 0.035761285154293}), (, {'error': 0.22646236437311695}), (, {'error': 0.45794402275757884}), (, {'error': 0.2768710228957856}), (, {'error': 5.009066386687459}), (, {'error': 0.10401630585727525}), (, {'error': 0.9899745258547297}), (, {'error': 0.11757386110487822}), (, {'error': 0.3208644967880169}), (, {'error': 0.03087770521486055}), (, {'error': 0.15993889130289152}), (, {'error': 0.11916875948275418}), (, {'error': 0.3386475024421277}), (, {'error': 0.22806664359602902})]) -Toy 12/25 -Time taken: 1 h, 4 min -Projected time left: 1 h, 9 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1438 (1438 total) | -| EDM = 0.00189 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297176.6230873359 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 1 | DDstar_p | 6.25 | 0.27 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.07 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.65 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.11 | 0.18 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.14 | 0.08 | | | -2 | 2 | | -| 8 | Dbar_p | -2.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.95 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.68 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.56 | 0.29 | | |0.918861 | 4.08114 | | -| 14| phi_s | 20.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.80 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.14 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.06 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | 0.75 | 0.31 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.000 -0.009 0.030 -0.057 -0.072 -0.020 0.023 -0.009 -0.964 -0.004 -0.003 0.035 -0.001 0.140 -0.031 0.017 0.073 -0.044 -0.068 -0.067 0.041 -0.382 -0.184 | -| DDstar_p | 0.000 1.000 -0.021 -0.000 -0.003 -0.015 0.050 0.002 -0.106 0.008 0.013 0.004 0.000 0.024 0.001 0.007 -0.000 0.013 -0.031 -0.005 -0.010 -0.014 -0.003 -0.001 | -| p4415_p | -0.009 -0.021 1.000 0.005 -0.171 -0.298 0.007 -0.088 -0.441 0.099 0.161 0.350 0.003 0.274 -0.006 -0.015 0.003 0.282 -0.155 0.333 -0.151 0.514 -0.016 -0.004 | -| phi_p | 0.030 -0.000 0.005 1.000 -0.005 -0.006 0.010 0.007 -0.017 -0.023 0.007 0.007 -0.019 0.007 0.612 -0.001 0.040 0.010 -0.005 -0.004 -0.004 0.010 -0.016 -0.017 | -| p4415_s | -0.057 -0.003 -0.171 -0.005 1.000 0.142 0.189 0.055 0.108 -0.041 -0.037 -0.021 -0.002 -0.051 -0.025 -0.022 0.002 -0.085 0.019 -0.118 0.293 -0.106 0.044 0.021 | -| p4040_s | -0.072 -0.015 -0.298 -0.006 0.142 1.000 0.271 -0.037 0.151 -0.004 -0.054 -0.256 -0.001 0.004 -0.036 -0.047 0.005 -0.153 -0.015 -0.135 -0.089 -0.482 0.049 0.025 | -| Ctt | -0.020 0.050 0.007 0.010 0.189 0.271 1.000 -0.578 -0.239 0.095 0.352 -0.030 0.007 0.059 -0.046 -0.017 0.011 0.069 -0.236 -0.046 0.196 -0.113 0.020 0.022 | -| bplus_2 | 0.023 0.002 -0.088 0.007 0.055 -0.037 -0.578 1.000 -0.175 -0.164 0.055 0.093 -0.019 0.149 0.126 0.089 -0.039 0.022 0.028 0.276 -0.076 0.089 -0.038 -0.031 | -| Dbar_p | -0.009 -0.106 -0.441 -0.017 0.108 0.151 -0.239 -0.175 1.000 -0.080 -0.533 -0.617 -0.000 -0.651 -0.033 -0.019 0.011 -0.466 0.281 -0.756 -0.050 -0.662 0.037 0.011 | -| bplus_1 | -0.964 0.008 0.099 -0.023 -0.041 -0.004 0.095 -0.164 -0.080 1.000 0.036 0.064 -0.033 0.032 -0.130 -0.050 -0.016 -0.021 -0.066 0.090 0.025 0.061 0.349 0.171 | -| psi2s_p | -0.004 0.013 0.161 0.007 -0.037 -0.054 0.352 0.055 -0.533 0.036 1.000 0.184 0.000 0.092 0.007 -0.000 -0.002 0.297 -0.149 0.407 -0.035 0.267 -0.010 -0.003 | -| p4040_p | -0.003 0.004 0.350 0.007 -0.021 -0.256 -0.030 0.093 -0.617 0.064 0.184 1.000 0.002 0.359 0.008 0.022 -0.001 0.393 -0.180 0.468 0.298 0.462 -0.024 -0.009 | -| rho_p | 0.035 0.000 0.003 -0.019 -0.002 -0.001 0.007 -0.019 -0.000 -0.033 0.000 0.002 1.000 0.002 -0.004 -0.003 -0.006 0.003 -0.003 -0.002 0.002 0.002 -0.045 -0.035 | -| p3770_s | -0.001 0.024 0.274 0.007 -0.051 0.004 0.059 0.149 -0.651 0.032 0.092 0.359 0.002 1.000 0.006 0.037 -0.001 0.129 -0.175 0.532 0.046 0.401 -0.022 -0.007 | -| phi_s | 0.140 0.001 -0.006 0.612 -0.025 -0.036 -0.046 0.126 -0.033 -0.130 0.007 0.008 -0.004 0.006 1.000 -0.006 -0.014 0.023 -0.021 -0.006 -0.040 0.027 -0.085 -0.017 | -| DDstar_s | -0.031 0.007 -0.015 -0.001 -0.022 -0.047 -0.017 0.089 -0.019 -0.050 -0.000 0.022 -0.003 0.037 -0.006 1.000 -0.002 0.072 -0.027 0.009 -0.029 0.041 0.031 0.014 | -| omega_s | 0.017 -0.000 0.003 0.040 0.002 0.005 0.011 -0.039 0.011 -0.016 -0.002 -0.001 -0.006 -0.001 -0.014 -0.002 1.000 -0.001 0.002 0.005 0.008 -0.004 -0.067 -0.699 | -| p3770_p | 0.073 0.013 0.282 0.010 -0.085 -0.153 0.069 0.022 -0.466 -0.021 0.297 0.393 0.003 0.129 0.023 0.072 -0.001 1.000 0.036 0.334 0.034 0.410 -0.048 -0.021 | -| Dbar_s | -0.044 -0.031 -0.155 -0.005 0.019 -0.015 -0.236 0.028 0.281 -0.066 -0.149 -0.180 -0.003 -0.175 -0.021 -0.027 0.002 0.036 1.000 -0.139 -0.074 -0.147 0.047 0.021 | -| jpsi_p | -0.068 -0.005 0.333 -0.004 -0.118 -0.135 -0.046 0.276 -0.756 0.090 0.407 0.468 -0.002 0.532 -0.006 0.009 0.005 0.334 -0.139 1.000 -0.010 0.534 -0.004 -0.007 | -| p4160_s | -0.067 -0.010 -0.151 -0.004 0.293 -0.089 0.196 -0.076 -0.050 0.025 -0.035 0.298 0.002 0.046 -0.040 -0.029 0.008 0.034 -0.074 -0.010 1.000 -0.056 0.038 0.021 | -| p4160_p | 0.041 -0.014 0.514 0.010 -0.106 -0.482 -0.113 0.089 -0.662 0.061 0.267 0.462 0.002 0.401 0.027 0.041 -0.004 0.410 -0.147 0.534 -0.056 1.000 -0.050 -0.022 | -| rho_s | -0.382 -0.003 -0.016 -0.016 0.044 0.049 0.020 -0.038 0.037 0.349 -0.010 -0.024 -0.045 -0.022 -0.085 0.031 -0.067 -0.048 0.047 -0.004 0.038 -0.050 1.000 0.516 | -| omega_p | -0.184 -0.001 -0.004 -0.017 0.021 0.025 0.022 -0.031 0.011 0.171 -0.003 -0.009 -0.035 -0.007 -0.017 0.014 -0.699 -0.021 0.021 -0.007 0.021 -0.022 0.516 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03166817319983095}), (, {'error': 0.2741469378790624}), (, {'error': 0.20133008764587013}), (, {'error': 0.1770231489908065}), (, {'error': 0.1865189008170931}), (, {'error': 0.1712743831065478}), (, {'error': 0.18079607617749782}), (, {'error': 0.08264218361153985}), (, {'error': 0.6451155467717742}), (, {'error': 0.06487539368660955}), (, {'error': 0.037503369017467314}), (, {'error': 0.23393821339286425}), (, {'error': 0.06722438254459417}), (, {'error': 0.28517113101410363}), (, {'error': 1.093817990412452}), (, {'error': 0.0740856294563753}), (, {'error': 4.466468170124675}), (, {'error': 0.1268843845809977}), (, {'error': 0.4236746632201601}), (, {'error': 0.03574302154940989}), (, {'error': 0.162017691936727}), (, {'error': 0.1375568135353431}), (, {'error': 0.4074902073980507}), (, {'error': 0.31051159404404327})]) -Toy 13/25 -Time taken: 1 h, 10 min -Projected time left: 1 h, 5 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1969 (1969 total) | -| EDM = 0.00624 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297321.5109761097 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.411 | 0.007 | | | -2 | 2 | | -| 1 | DDstar_p | -2.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -0.38 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.13 | 0.12 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.74 | 0.14 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.19 | 0.25 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.06 | 0.07 | | | -2 | 2 | | -| 8 | Dbar_p | 0.19 | 3.65 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.853 | 0.014 | | | -2 | 2 | | -| 10| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | -| 14| phi_s | 17.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.28 | 0.05 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.56 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.11 | 0.39 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.00 | 0.14 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.18 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.95 | 0.27 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.22 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.383 -0.009 -0.018 0.123 -0.027 0.482 0.285 -0.507 -0.001 0.393 0.450 -0.138 0.448 0.079 0.054 0.059 0.099 -0.536 0.407 0.079 0.456 -0.118 0.005 | -| DDstar_p | 0.383 1.000 -0.011 0.001 0.155 -0.078 0.837 0.670 -0.916 0.410 0.634 0.726 -0.114 0.783 0.087 -0.078 0.052 0.211 -0.914 0.641 0.125 0.670 -0.066 0.007 | -| p4415_p | -0.009 -0.011 1.000 -0.000 -0.070 0.003 -0.014 -0.009 0.015 -0.010 -0.011 -0.015 0.001 -0.014 -0.001 0.001 -0.001 -0.004 0.015 -0.013 -0.003 -0.018 0.002 -0.000 | -| phi_p | -0.018 0.001 -0.000 1.000 0.001 0.007 0.002 -0.026 -0.002 -0.008 0.002 0.002 0.093 0.003 0.485 -0.002 -0.007 -0.003 -0.000 0.002 0.007 0.000 -0.023 0.008 | -| p4415_s | 0.123 0.155 -0.070 0.001 1.000 -0.040 0.145 0.109 -0.186 0.129 0.136 0.164 -0.021 0.166 0.019 -0.040 0.014 0.062 -0.180 0.162 -0.019 0.179 -0.024 0.002 | -| p4040_s | -0.027 -0.078 0.003 0.007 -0.040 1.000 0.084 -0.029 0.014 -0.018 -0.013 -0.069 0.031 0.051 -0.011 0.038 0.002 -0.048 -0.007 0.020 -0.080 -0.216 -0.015 0.001 | -| Ctt | 0.482 0.837 -0.014 0.002 0.145 0.084 1.000 0.506 -0.889 0.506 0.727 0.675 -0.110 0.764 0.086 -0.103 0.056 0.170 -0.893 0.651 0.212 0.612 -0.084 0.007 | -| bplus_2 | 0.285 0.670 -0.009 -0.026 0.109 -0.029 0.506 1.000 -0.726 0.293 0.543 0.576 -0.243 0.631 0.120 -0.093 0.033 0.141 -0.722 0.603 0.065 0.546 0.016 0.002 | -| Dbar_p | -0.507 -0.916 0.015 -0.002 -0.186 0.014 -0.889 -0.726 1.000 -0.538 -0.753 -0.819 0.132 -0.881 -0.103 0.090 -0.065 -0.248 0.964 -0.809 -0.179 -0.783 0.089 -0.009 | -| bplus_1 | -0.001 0.410 -0.010 -0.008 0.129 -0.018 0.506 0.293 -0.538 1.000 0.416 0.476 -0.119 0.473 0.061 0.053 0.028 0.090 -0.566 0.446 0.092 0.477 -0.027 0.003 | -| psi2s_p | 0.393 0.634 -0.011 0.002 0.136 -0.013 0.727 0.543 -0.753 0.416 1.000 0.572 -0.097 0.569 0.076 -0.097 0.049 0.216 -0.726 0.654 0.102 0.578 -0.071 0.007 | -| p4040_p | 0.450 0.726 -0.015 0.002 0.164 -0.069 0.675 0.576 -0.819 0.476 0.572 1.000 -0.104 0.706 0.083 -0.127 0.056 0.259 -0.800 0.672 0.336 0.663 -0.084 0.007 | -| rho_p | -0.138 -0.114 0.001 0.093 -0.021 0.031 -0.110 -0.243 0.132 -0.119 -0.097 -0.104 1.000 -0.107 0.064 0.010 0.054 -0.040 0.137 -0.091 0.012 -0.108 0.042 -0.069 | -| p3770_s | 0.448 0.783 -0.014 0.003 0.166 0.051 0.764 0.631 -0.881 0.473 0.569 0.706 -0.107 1.000 0.085 -0.122 0.058 0.123 -0.855 0.736 0.177 0.685 -0.088 0.008 | -| phi_s | 0.079 0.087 -0.001 0.485 0.019 -0.011 0.086 0.120 -0.103 0.061 0.076 0.083 0.064 0.085 1.000 -0.007 0.037 0.021 -0.104 0.070 0.005 0.082 -0.044 0.010 | -| DDstar_s | 0.054 -0.078 0.001 -0.002 -0.040 0.038 -0.103 -0.093 0.090 0.053 -0.097 -0.127 0.010 -0.122 -0.007 1.000 0.002 -0.091 0.123 -0.116 -0.007 -0.166 -0.016 -0.000 | -| omega_s | 0.059 0.052 -0.001 -0.007 0.014 0.002 0.056 0.033 -0.065 0.028 0.049 0.056 0.054 0.058 0.037 0.002 1.000 0.009 -0.066 0.052 0.014 0.054 -0.420 0.276 | -| p3770_p | 0.099 0.211 -0.004 -0.003 0.062 -0.048 0.170 0.141 -0.248 0.090 0.216 0.259 -0.040 0.123 0.021 -0.091 0.009 1.000 -0.171 0.198 0.049 0.259 -0.010 0.001 | -| Dbar_s | -0.536 -0.914 0.015 -0.000 -0.180 -0.007 -0.893 -0.722 0.964 -0.566 -0.726 -0.800 0.137 -0.855 -0.104 0.123 -0.066 -0.171 1.000 -0.760 -0.194 -0.746 0.094 -0.008 | -| jpsi_p | 0.407 0.641 -0.013 0.002 0.162 0.020 0.651 0.603 -0.809 0.446 0.654 0.672 -0.091 0.736 0.070 -0.116 0.052 0.198 -0.760 1.000 0.148 0.672 -0.085 0.007 | -| p4160_s | 0.079 0.125 -0.003 0.007 -0.019 -0.080 0.212 0.065 -0.179 0.092 0.102 0.336 0.012 0.177 0.005 -0.007 0.014 0.049 -0.194 0.148 1.000 0.109 -0.037 0.003 | -| p4160_p | 0.456 0.670 -0.018 0.000 0.179 -0.216 0.612 0.546 -0.783 0.477 0.578 0.663 -0.108 0.685 0.082 -0.166 0.054 0.259 -0.746 0.672 0.109 1.000 -0.080 0.007 | -| rho_s | -0.118 -0.066 0.002 -0.023 -0.024 -0.015 -0.084 0.016 0.089 -0.027 -0.071 -0.084 0.042 -0.088 -0.044 -0.016 -0.420 -0.010 0.094 -0.085 -0.037 -0.080 1.000 0.029 | -| omega_p | 0.005 0.007 -0.000 0.008 0.002 0.001 0.007 0.002 -0.009 0.003 0.007 0.007 -0.069 0.008 0.010 -0.000 0.276 0.001 -0.008 0.007 0.003 0.007 0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.006541219431633993}), (, {'error': 0.7404728106470193}), (, {'error': 0.11166555774349929}), (, {'error': 0.17067712916389954}), (, {'error': 0.11559768674431525}), (, {'error': 0.13951511516332277}), (, {'error': 0.2508881421680451}), (, {'error': 0.06800134083894416}), (, {'error': 3.648478630275611}), (, {'error': 0.013756215786639991}), (, {'error': 0.04181755132902776}), (, {'error': 0.3583646393027997}), (, {'error': 0.3671625684809854}), (, {'error': 0.40839356222666967}), (, {'error': 0.8869383213297741}), (, {'error': 0.04630546674151176}), (, {'error': 0.9432406654556553}), (, {'error': 0.11032792252490609}), (, {'error': 0.3941538733606847}), (, {'error': 0.03703270829393768}), (, {'error': 0.13709775955586634}), (, {'error': 0.14067841489225952}), (, {'error': 0.2692112072357434}), (, {'error': 0.19985018847568892})]) -Toy 14/25 -Time taken: 1 h, 17 min -Projected time left: 1 h, 41 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1337 (1337 total) | -| EDM = 0.000184 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297254.23355135426 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.437 | 0.028 | | | -2 | 2 | | -| 1 | DDstar_p | 6.20 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.18 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 5.95 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.020 | 0.180 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.11 | 0.08 | | | -2 | 2 | | -| 8 | Dbar_p | 0.22 | 0.62 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.92 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.37 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.53 | 0.28 | | |0.918861 | 4.08114 | | -| 14| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.2 | 1.2 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.80 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.21 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.32 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.005 -0.026 -0.024 -0.034 -0.061 0.000 0.003 0.033 -0.963 -0.020 -0.012 -0.128 -0.023 0.097 -0.019 0.179 0.048 -0.023 -0.102 -0.045 0.009 -0.372 -0.031 | -| DDstar_p | -0.005 1.000 -0.107 -0.000 -0.007 -0.048 0.126 -0.002 -0.315 0.023 0.019 -0.009 -0.001 0.045 0.000 0.032 0.002 0.043 -0.094 -0.043 -0.043 -0.076 -0.005 -0.000 | -| p4415_p | -0.026 -0.107 1.000 0.009 -0.180 -0.241 -0.047 -0.086 -0.369 0.089 0.135 0.365 0.025 0.240 -0.008 -0.026 0.006 0.285 -0.148 0.316 -0.118 0.512 -0.021 -0.003 | -| phi_p | -0.024 -0.000 0.009 1.000 0.004 0.010 0.016 -0.041 -0.008 0.019 0.004 0.004 0.111 0.008 0.520 0.001 -0.008 -0.001 0.002 0.002 0.012 0.001 -0.018 -0.008 | -| p4415_s | -0.034 -0.007 -0.180 0.004 1.000 0.173 0.200 0.055 0.107 -0.065 -0.030 -0.047 0.037 -0.043 -0.016 -0.017 -0.012 -0.094 0.026 -0.116 0.304 -0.125 0.019 0.002 | -| p4040_s | -0.061 -0.048 -0.241 0.010 0.173 1.000 0.273 -0.052 0.086 -0.004 -0.059 -0.210 0.071 0.050 -0.028 -0.051 -0.010 -0.100 -0.062 -0.082 -0.020 -0.439 0.006 0.001 | -| Ctt | 0.000 0.126 -0.047 0.016 0.200 0.273 1.000 -0.600 -0.158 0.068 0.303 -0.165 0.127 -0.003 -0.049 -0.016 0.008 0.011 -0.246 -0.140 0.175 -0.210 -0.057 -0.003 | -| bplus_2 | 0.003 -0.002 -0.086 -0.041 0.055 -0.052 -0.600 1.000 -0.189 -0.153 0.058 0.086 -0.291 0.145 0.098 0.081 -0.032 0.056 0.024 0.284 -0.107 0.101 0.146 0.009 | -| Dbar_p | 0.033 -0.315 -0.369 -0.008 0.107 0.086 -0.158 -0.189 1.000 -0.065 -0.491 -0.510 0.038 -0.596 -0.020 -0.020 -0.004 -0.504 0.265 -0.696 -0.006 -0.583 -0.008 0.004 | -| bplus_1 | -0.963 0.023 0.089 0.019 -0.065 -0.004 0.068 -0.153 -0.065 1.000 0.022 0.053 0.110 0.015 -0.096 -0.061 -0.170 -0.024 -0.090 0.075 0.006 0.058 0.346 0.029 | -| psi2s_p | -0.020 0.019 0.135 0.004 -0.030 -0.059 0.303 0.058 -0.491 0.022 1.000 0.125 -0.004 0.038 0.002 -0.007 -0.002 0.298 -0.151 0.379 -0.057 0.232 0.006 -0.001 | -| p4040_p | -0.012 -0.009 0.365 0.004 -0.047 -0.210 -0.165 0.086 -0.510 0.053 0.125 1.000 -0.018 0.261 0.007 0.021 0.006 0.390 -0.155 0.404 0.304 0.474 -0.008 -0.003 | -| rho_p | -0.128 -0.001 0.025 0.111 0.037 0.071 0.127 -0.291 0.038 0.110 -0.004 -0.018 1.000 -0.001 0.066 0.009 0.001 -0.033 0.037 -0.015 0.078 -0.043 0.070 0.084 | -| p3770_s | -0.023 0.045 0.240 0.008 -0.043 0.050 -0.003 0.145 -0.596 0.015 0.038 0.261 -0.001 1.000 0.001 0.029 0.003 0.134 -0.177 0.492 0.024 0.348 -0.006 -0.003 | -| phi_s | 0.097 0.000 -0.008 0.520 -0.016 -0.028 -0.049 0.098 -0.020 -0.096 0.002 0.007 0.066 0.001 1.000 -0.004 0.053 0.012 -0.016 -0.005 -0.031 0.018 -0.061 -0.018 | -| DDstar_s | -0.019 0.032 -0.026 0.001 -0.017 -0.051 -0.016 0.081 -0.020 -0.061 -0.007 0.021 0.009 0.029 -0.004 1.000 -0.012 0.063 -0.031 -0.004 -0.029 0.027 0.026 0.002 | -| omega_s | 0.179 0.002 0.006 -0.008 -0.012 -0.010 0.008 -0.032 -0.004 -0.170 -0.002 0.006 0.001 0.003 0.053 -0.012 1.000 0.010 -0.016 -0.017 -0.004 0.009 -0.527 -0.412 | -| p3770_p | 0.048 0.043 0.285 -0.001 -0.094 -0.100 0.011 0.056 -0.504 -0.024 0.298 0.390 -0.033 0.134 0.012 0.063 0.010 1.000 0.033 0.362 0.024 0.424 -0.018 -0.003 | -| Dbar_s | -0.023 -0.094 -0.148 0.002 0.026 -0.062 -0.246 0.024 0.265 -0.090 -0.151 -0.155 0.037 -0.177 -0.016 -0.031 -0.016 0.033 1.000 -0.128 -0.070 -0.133 0.027 0.003 | -| jpsi_p | -0.102 -0.043 0.316 0.002 -0.116 -0.082 -0.140 0.284 -0.696 0.075 0.379 0.404 -0.015 0.492 -0.005 -0.004 -0.017 0.362 -0.128 1.000 -0.031 0.510 0.037 0.002 | -| p4160_s | -0.045 -0.043 -0.118 0.012 0.304 -0.020 0.175 -0.107 -0.006 0.006 -0.057 0.304 0.078 0.024 -0.031 -0.029 -0.004 0.024 -0.070 -0.031 1.000 -0.050 -0.012 -0.000 | -| p4160_p | 0.009 -0.076 0.512 0.001 -0.125 -0.439 -0.210 0.101 -0.583 0.058 0.232 0.474 -0.043 0.348 0.018 0.027 0.009 0.424 -0.133 0.510 -0.050 1.000 -0.010 -0.003 | -| rho_s | -0.372 -0.005 -0.021 -0.018 0.019 0.006 -0.057 0.146 -0.008 0.346 0.006 -0.008 0.070 -0.006 -0.061 0.026 -0.527 -0.018 0.027 0.037 -0.012 -0.010 1.000 0.058 | -| omega_p | -0.031 -0.000 -0.003 -0.008 0.002 0.001 -0.003 0.009 0.004 0.029 -0.001 -0.003 0.084 -0.003 -0.018 0.002 -0.412 -0.003 0.003 0.002 -0.000 -0.003 0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02844829863169729}), (, {'error': 0.2935154845311825}), (, {'error': 0.17176612486050225}), (, {'error': 0.1975880801826575}), (, {'error': 0.1855318529461626}), (, {'error': 0.16748220496719674}), (, {'error': 0.1796551481354307}), (, {'error': 0.08415218506460231}), (, {'error': 0.6185954954586355}), (, {'error': 0.059712759605286436}), (, {'error': 0.036658402813394275}), (, {'error': 0.2676468500222198}), (, {'error': 0.37872464753075485}), (, {'error': 0.2785479689890147}), (, {'error': 1.0100897279725265}), (, {'error': 0.06997071250710082}), (, {'error': 1.1629462960394332}), (, {'error': 0.13217999344244613}), (, {'error': 0.4271886018147031}), (, {'error': 0.03489020367521256}), (, {'error': 0.1603373205721237}), (, {'error': 0.13297095015290417}), (, {'error': 0.3330898433197935}), (, {'error': 0.4071887221942685})]) -Toy 15/25 -Time taken: 1 h, 23 min -Projected time left: 55 min, 20 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1414 (1414 total) | -| EDM = 0.000183 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297390.4429982034 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.424 | 0.031 | | | -2 | 2 | | -| 1 | DDstar_p | 4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.00 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.65 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.94 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.09 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.53 | 0.20 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.26 | 0.09 | | | -2 | 2 | | -| 8 | Dbar_p | 1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.867 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.54 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 5.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.20 | 0.23 | | |0.918861 | 4.08114 | | -| 14| phi_s | 19.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.3 | 1.2 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.65 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -1.622 | 0.024 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 1.95 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.05 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.080 -0.011 -0.016 -0.029 -0.021 0.036 -0.138 -0.048 -0.916 -0.011 -0.031 -0.031 -0.012 0.103 -0.003 0.204 0.039 -0.000 0.104 -0.035 0.010 -0.424 0.008 | -| DDstar_p | -0.080 1.000 -0.172 0.003 -0.052 -0.110 0.002 0.272 -0.211 -0.203 -0.161 -0.121 0.008 0.024 -0.014 0.065 -0.046 0.111 0.011 -0.172 -0.112 -0.054 0.102 -0.002 | -| p4415_p | -0.011 -0.172 1.000 -0.018 -0.131 -0.208 -0.011 -0.255 -0.093 0.133 -0.060 0.073 0.048 -0.012 -0.028 0.017 0.019 0.027 0.012 0.012 -0.183 0.287 -0.037 0.001 | -| phi_p | -0.016 0.003 -0.018 1.000 -0.006 -0.009 -0.025 0.080 -0.004 0.020 -0.005 -0.013 -0.195 -0.012 0.744 0.002 -0.120 0.002 0.001 0.009 -0.020 -0.005 0.130 0.001 | -| p4415_s | -0.029 -0.052 -0.131 -0.006 1.000 0.113 0.206 0.041 0.020 -0.045 0.026 0.082 0.025 0.017 -0.017 -0.007 -0.007 -0.064 -0.003 -0.002 0.299 -0.017 0.017 -0.000 | -| p4040_s | -0.021 -0.110 -0.208 -0.009 0.113 1.000 0.349 -0.083 0.002 -0.002 0.102 -0.203 0.040 0.126 -0.022 -0.014 0.001 -0.149 -0.011 0.056 -0.070 -0.485 0.001 -0.000 | -| Ctt | 0.036 0.002 -0.011 -0.025 0.206 0.349 1.000 -0.653 -0.348 0.078 0.225 -0.118 0.103 -0.108 -0.049 -0.011 0.024 -0.240 -0.006 0.219 0.265 -0.309 -0.053 0.000 | -| bplus_2 | -0.138 0.272 -0.255 0.080 0.041 -0.083 -0.653 1.000 0.056 -0.091 -0.059 -0.051 -0.258 0.042 0.119 0.025 -0.093 0.067 0.006 -0.197 -0.150 -0.040 0.172 -0.003 | -| Dbar_p | -0.048 -0.211 -0.093 -0.004 0.020 0.002 -0.348 0.056 1.000 -0.088 -0.024 -0.107 0.037 -0.069 -0.023 -0.011 -0.018 0.328 0.038 0.249 -0.076 -0.008 0.041 -0.001 | -| bplus_1 | -0.916 -0.203 0.133 0.020 -0.045 -0.002 0.078 -0.091 -0.088 1.000 0.046 0.081 0.010 -0.012 -0.086 -0.023 -0.177 -0.114 -0.007 -0.030 0.032 0.061 0.357 -0.007 | -| psi2s_p | -0.011 -0.161 -0.060 -0.005 0.026 0.102 0.225 -0.059 -0.024 0.046 1.000 -0.200 0.004 -0.424 -0.007 0.023 -0.001 -0.043 0.037 0.009 -0.042 -0.135 -0.001 -0.000 | -| p4040_p | -0.031 -0.121 0.073 -0.013 0.082 -0.203 -0.118 -0.051 -0.107 0.081 -0.200 1.000 0.026 -0.026 -0.022 0.035 0.007 0.072 0.031 -0.089 0.341 0.003 -0.013 0.000 | -| rho_p | -0.031 0.008 0.048 -0.195 0.025 0.040 0.103 -0.258 0.037 0.010 0.004 0.026 1.000 0.025 -0.156 0.000 0.237 -0.008 0.001 -0.079 0.069 -0.003 0.020 -0.020 | -| p3770_s | -0.012 0.024 -0.012 -0.012 0.017 0.126 -0.108 0.042 -0.069 -0.012 -0.424 -0.026 0.025 1.000 -0.020 0.038 0.004 -0.267 0.038 -0.066 0.024 -0.041 -0.007 0.000 | -| phi_s | 0.103 -0.014 -0.028 0.744 -0.017 -0.022 -0.049 0.119 -0.023 -0.086 -0.007 -0.022 -0.156 -0.020 1.000 0.000 -0.037 0.003 -0.000 0.029 -0.041 -0.001 0.007 0.004 | -| DDstar_s | -0.003 0.065 0.017 0.002 -0.007 -0.014 -0.011 0.025 -0.011 -0.023 0.023 0.035 0.000 0.038 0.000 1.000 -0.004 0.048 -0.002 0.066 -0.003 0.054 0.008 -0.000 | -| omega_s | 0.204 -0.046 0.019 -0.120 -0.007 0.001 0.024 -0.093 -0.018 -0.177 -0.001 0.007 0.237 0.004 -0.037 -0.004 1.000 -0.004 -0.000 -0.014 0.007 0.009 -0.553 0.071 | -| p3770_p | 0.039 0.111 0.027 0.002 -0.064 -0.149 -0.240 0.067 0.328 -0.114 -0.043 0.072 -0.008 -0.267 0.003 0.048 -0.004 1.000 0.061 0.017 -0.068 0.144 0.004 -0.000 | -| Dbar_s | -0.000 0.011 0.012 0.001 -0.003 -0.011 -0.006 0.006 0.038 -0.007 0.037 0.031 0.001 0.038 -0.000 -0.002 -0.000 0.061 1.000 0.070 -0.002 0.039 0.001 0.000 | -| jpsi_p | 0.104 -0.172 0.012 0.009 -0.002 0.056 0.219 -0.197 0.249 -0.030 0.009 -0.089 -0.079 -0.066 0.029 0.066 -0.014 0.017 0.070 1.000 -0.009 -0.046 -0.000 -0.001 | -| p4160_s | -0.035 -0.112 -0.183 -0.020 0.299 -0.070 0.265 -0.150 -0.076 0.032 -0.042 0.341 0.069 0.024 -0.041 -0.003 0.007 -0.068 -0.002 -0.009 1.000 -0.141 -0.010 0.000 | -| p4160_p | 0.010 -0.054 0.287 -0.005 -0.017 -0.485 -0.309 -0.040 -0.008 0.061 -0.135 0.003 -0.003 -0.041 -0.001 0.054 0.009 0.144 0.039 -0.046 -0.141 1.000 -0.021 0.000 | -| rho_s | -0.424 0.102 -0.037 0.130 0.017 0.001 -0.053 0.172 0.041 0.357 -0.001 -0.013 0.020 -0.007 0.007 0.008 -0.553 0.004 0.001 -0.000 -0.010 -0.021 1.000 -0.004 | -| omega_p | 0.008 -0.002 0.001 0.001 -0.000 -0.000 0.000 -0.003 -0.001 -0.007 -0.000 0.000 -0.020 0.000 0.004 -0.000 0.071 -0.000 0.000 -0.001 0.000 0.000 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031298889276061614}), (, {'error': 0.3557352836548864}), (, {'error': 0.22911964146453467}), (, {'error': 0.2331754860122821}), (, {'error': 0.19424058620274343}), (, {'error': 0.17828415920759805}), (, {'error': 0.20399138267473915}), (, {'error': 0.0853233597688634}), (, {'error': 0.35394390038307666}), (, {'error': 0.06052279799675331}), (, {'error': 0.03131725807413144}), (, {'error': 0.1629010590141995}), (, {'error': 0.33168000403432796}), (, {'error': 0.23136596200652493}), (, {'error': 1.2978384979386508}), (, {'error': 0.035915475480828685}), (, {'error': 1.1517668272433212}), (, {'error': 0.10020868335787103}), (, {'error': 0.02762926598680915}), (, {'error': 0.024375720120533906}), (, {'error': 0.1738132091734269}), (, {'error': 0.1088606766437179}), (, {'error': 0.34851086425320804}), (, {'error': 0.12070845077273873})]) -Toy 16/25 -Time taken: 1 h, 28 min -Projected time left: 49 min, 57 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1445 (1445 total) | -| EDM = 6.47E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297438.79894457484 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.36 | 0.03 | | | -2 | 2 | | -| 1 | DDstar_p | -6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.70 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.40 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.78 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.50 | 0.06 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.40 | 0.05 | | | -2 | 2 | | -| 8 | Dbar_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.62 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.929 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.96 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.65 | 0.23 | | |0.918861 | 4.08114 | | -| 14| phi_s | 22.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.30 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 4.708 | 0.028 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.4 | 0.5 | | |0.0253049| 2.0747 | | -| 23| omega_p | -0.49 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.008 -0.138 0.053 0.009 0.005 -0.001 -0.211 -0.006 -0.980 -0.063 -0.144 0.204 -0.035 0.279 -0.007 0.170 0.078 -0.000 0.138 -0.002 0.003 -0.628 0.116 | -| DDstar_p | 0.008 1.000 0.024 0.003 0.004 -0.033 -0.001 0.004 -0.045 -0.013 0.083 0.095 0.001 0.081 0.001 0.006 0.000 0.067 -0.004 0.160 0.006 -0.001 -0.003 0.002 | -| p4415_p | -0.138 0.024 1.000 -0.008 -0.127 -0.223 0.009 -0.297 -0.099 0.189 -0.102 0.023 -0.027 0.001 -0.062 0.014 -0.042 0.015 0.012 -0.037 0.009 0.003 0.099 -0.009 | -| phi_p | 0.053 0.003 -0.008 1.000 -0.002 -0.002 0.001 -0.003 0.007 -0.049 -0.008 -0.011 -0.009 -0.003 0.590 0.000 0.020 0.008 0.001 0.000 -0.000 0.000 -0.036 -0.025 | -| p4415_s | 0.009 0.004 -0.127 -0.002 1.000 0.043 0.024 0.253 0.079 -0.095 0.003 0.136 -0.003 0.061 -0.005 0.004 -0.002 -0.001 -0.007 -0.022 0.004 -0.004 0.012 -0.001 | -| p4040_s | 0.005 -0.033 -0.223 -0.002 0.043 1.000 0.054 0.259 0.011 -0.068 0.039 -0.153 -0.001 0.167 -0.001 0.004 0.001 -0.110 -0.030 -0.073 -0.010 0.009 0.005 -0.000 | -| Ctt | -0.001 -0.001 0.009 0.001 0.024 0.054 1.000 -0.125 -0.018 0.012 0.018 -0.010 -0.001 -0.028 -0.006 0.000 -0.005 -0.031 0.004 0.021 -0.002 -0.000 0.007 0.000 | -| bplus_2 | -0.211 0.004 -0.297 -0.003 0.253 0.259 -0.125 1.000 -0.140 0.122 0.154 -0.154 -0.037 -0.142 0.064 -0.020 0.059 -0.158 0.031 -0.061 -0.014 -0.000 0.032 -0.055 | -| Dbar_p | -0.006 -0.045 -0.099 0.007 0.079 0.011 -0.018 -0.140 1.000 -0.103 0.203 -0.022 -0.016 0.142 -0.047 0.011 -0.040 0.493 0.034 0.564 0.006 0.002 0.071 0.002 | -| bplus_1 | -0.980 -0.013 0.189 -0.049 -0.095 -0.068 0.012 0.122 -0.103 1.000 0.008 0.141 -0.196 0.011 -0.263 0.025 -0.158 -0.108 0.008 -0.166 0.004 -0.003 0.596 -0.115 | -| psi2s_p | -0.063 0.083 -0.102 -0.008 0.003 0.039 0.018 0.154 0.203 0.008 1.000 -0.200 -0.018 -0.411 -0.030 0.014 -0.018 0.162 0.039 0.054 -0.001 0.003 0.058 -0.009 | -| p4040_p | -0.144 0.095 0.023 -0.011 0.136 -0.153 -0.010 -0.154 -0.022 0.141 -0.200 1.000 -0.032 0.039 -0.072 0.017 -0.047 0.083 0.042 -0.026 -0.011 -0.005 0.116 -0.012 | -| rho_p | 0.204 0.001 -0.027 -0.009 -0.003 -0.001 -0.001 -0.037 -0.016 -0.196 -0.018 -0.032 1.000 -0.011 0.063 0.001 0.128 0.010 0.002 0.017 -0.000 0.001 -0.276 0.050 | -| p3770_s | -0.035 0.081 0.001 -0.003 0.061 0.167 -0.028 -0.142 0.142 0.011 -0.411 0.039 -0.011 1.000 -0.043 -0.001 -0.031 -0.152 0.049 0.099 -0.001 -0.000 0.050 0.000 | -| phi_s | 0.279 0.001 -0.062 0.590 -0.005 -0.001 -0.006 0.064 -0.047 -0.263 -0.030 -0.072 0.063 -0.043 1.000 0.000 0.084 0.004 0.003 0.042 -0.002 0.001 -0.242 0.034 | -| DDstar_s | -0.007 0.006 0.014 0.000 0.004 0.004 0.000 -0.020 0.011 0.025 0.014 0.017 0.001 -0.001 0.000 1.000 0.001 -0.007 -0.002 0.006 0.000 -0.000 -0.003 0.000 | -| omega_s | 0.170 0.000 -0.042 0.020 -0.002 0.001 -0.005 0.059 -0.040 -0.158 -0.018 -0.047 0.128 -0.031 0.084 0.001 1.000 -0.002 0.003 0.028 -0.001 0.001 -0.320 0.371 | -| p3770_p | 0.078 0.067 0.015 0.008 -0.001 -0.110 -0.031 -0.158 0.493 -0.108 0.162 0.083 0.010 -0.152 0.004 -0.007 -0.002 1.000 0.030 0.301 0.008 0.000 -0.025 0.009 | -| Dbar_s | -0.000 -0.004 0.012 0.001 -0.007 -0.030 0.004 0.031 0.034 0.008 0.039 0.042 0.002 0.049 0.003 -0.002 0.003 0.030 1.000 0.035 0.002 -0.000 -0.007 0.001 | -| jpsi_p | 0.138 0.160 -0.037 0.000 -0.022 -0.073 0.021 -0.061 0.564 -0.166 0.054 -0.026 0.017 0.099 0.042 0.006 0.028 0.301 0.035 1.000 0.007 0.002 -0.071 0.001 | -| p4160_s | -0.002 0.006 0.009 -0.000 0.004 -0.010 -0.002 -0.014 0.006 0.004 -0.001 -0.011 -0.000 -0.001 -0.002 0.000 -0.001 0.008 0.002 0.007 1.000 -0.002 0.002 -0.000 | -| p4160_p | 0.003 -0.001 0.003 0.000 -0.004 0.009 -0.000 -0.000 0.002 -0.003 0.003 -0.005 0.001 -0.000 0.001 -0.000 0.001 0.000 -0.000 0.002 -0.002 1.000 -0.002 0.000 | -| rho_s | -0.628 -0.003 0.099 -0.036 0.012 0.005 0.007 0.032 0.071 0.596 0.058 0.116 -0.276 0.050 -0.242 -0.003 -0.320 -0.025 -0.007 -0.071 0.002 -0.002 1.000 -0.199 | -| omega_p | 0.116 0.002 -0.009 -0.025 -0.001 -0.000 0.000 -0.055 0.002 -0.115 -0.009 -0.012 0.050 0.000 0.034 0.000 0.371 0.009 0.001 0.001 -0.000 0.000 -0.199 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03230430396208317}), (, {'error': 0.28955314006734856}), (, {'error': 0.5159311555465242}), (, {'error': 0.17346265399396588}), (, {'error': 0.1900974580321181}), (, {'error': 0.15549673768746036}), (, {'error': 0.05894352083534771}), (, {'error': 0.04577761961741267}), (, {'error': 0.33823740037792405}), (, {'error': 0.056570129398103575}), (, {'error': 0.03095056968451093}), (, {'error': 0.19756044173956666}), (, {'error': 0.22005241080531146}), (, {'error': 0.23075992336635798}), (, {'error': 1.1235903258441908}), (, {'error': 0.020273797106698244}), (, {'error': 0.963574203492616}), (, {'error': 0.09800915553840017}), (, {'error': 0.03099177771743955}), (, {'error': 0.027549915310720152}), (, {'error': 0.018033304164535857}), (, {'error': 0.010471792292451543}), (, {'error': 0.4864486575098095}), (, {'error': 0.25721293909485166})]) -Toy 17/25 -Time taken: 1 h, 34 min -Projected time left: 44 min, 32 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1476 (1476 total) | -| EDM = 0.00105 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297270.2831049134 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.465 | 0.015 | | | -2 | 2 | | -| 1 | DDstar_p | 4.4 | 1.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.75 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.50 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.23 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.12 | 0.17 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.20 | 0.07 | | | -2 | 2 | | -| 8 | Dbar_p | -2.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.71 | 0.25 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -5.88 | 0.27 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.88 | 0.27 | | |0.918861 | 4.08114 | | -| 14| phi_s | 19.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.17 | 0.31 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.15 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.39 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.32 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | -5.19 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.803 0.546 0.052 -0.306 -0.265 -0.418 -0.465 0.694 0.546 0.218 0.613 -0.242 0.451 0.019 -0.796 -0.044 0.671 -0.249 0.592 -0.182 0.700 0.279 0.248 | -| DDstar_p | -0.803 1.000 -0.638 -0.065 0.448 0.400 0.446 0.481 -0.749 -0.876 -0.240 -0.733 0.246 -0.515 -0.037 0.914 0.048 -0.807 0.385 -0.653 0.301 -0.838 -0.267 -0.246 | -| p4415_p | 0.546 -0.638 1.000 0.043 -0.401 -0.375 -0.381 -0.269 0.524 0.590 0.221 0.666 -0.149 0.437 0.015 -0.725 -0.029 0.648 -0.291 0.608 -0.311 0.758 0.192 0.166 | -| phi_p | 0.052 -0.065 0.043 1.000 -0.033 -0.034 -0.039 -0.090 0.052 0.051 0.020 0.052 -0.251 0.033 0.522 -0.068 -0.007 0.059 -0.026 0.042 -0.030 0.061 -0.121 0.103 | -| p4415_s | -0.306 0.448 -0.401 -0.033 1.000 0.282 0.378 0.170 -0.346 -0.340 -0.125 -0.353 0.106 -0.241 -0.025 0.446 0.022 -0.400 0.172 -0.369 0.352 -0.414 -0.101 -0.101 | -| p4040_s | -0.265 0.400 -0.375 -0.034 0.282 1.000 0.378 0.207 -0.287 -0.298 -0.113 -0.388 0.112 -0.116 -0.034 0.355 0.023 -0.330 0.100 -0.265 0.176 -0.500 -0.075 -0.090 | -| Ctt | -0.418 0.446 -0.381 -0.039 0.378 0.378 1.000 0.636 -0.532 -0.458 0.095 -0.461 0.159 -0.258 -0.038 0.502 0.030 -0.382 0.057 -0.447 0.309 -0.517 -0.101 -0.123 | -| bplus_2 | -0.465 0.481 -0.269 -0.090 0.170 0.207 0.636 1.000 -0.346 -0.518 -0.159 -0.387 0.292 -0.299 -0.122 0.478 0.059 -0.396 0.198 -0.450 0.196 -0.434 -0.031 -0.155 | -| Dbar_p | 0.694 -0.749 0.524 0.052 -0.346 -0.287 -0.532 -0.346 1.000 0.753 0.079 0.524 -0.210 0.291 0.027 -0.855 -0.040 0.590 -0.222 0.457 -0.218 0.659 0.234 0.213 | -| bplus_1 | 0.546 -0.876 0.590 0.051 -0.340 -0.298 -0.458 -0.518 0.753 1.000 0.239 0.664 -0.191 0.480 0.029 -0.869 -0.038 0.725 -0.276 0.637 -0.214 0.762 0.235 0.204 | -| psi2s_p | 0.218 -0.240 0.221 0.020 -0.125 -0.113 0.095 -0.159 0.079 0.239 1.000 0.213 -0.067 0.044 0.009 -0.286 -0.013 0.302 -0.137 0.344 -0.113 0.277 0.070 0.067 | -| p4040_p | 0.613 -0.733 0.666 0.052 -0.353 -0.388 -0.461 -0.387 0.524 0.664 0.213 1.000 -0.181 0.450 0.025 -0.777 -0.035 0.729 -0.310 0.666 -0.054 0.794 0.202 0.187 | -| rho_p | -0.242 0.246 -0.149 -0.251 0.106 0.112 0.159 0.292 -0.210 -0.191 -0.067 -0.181 1.000 -0.117 -0.085 0.244 0.068 -0.207 0.086 -0.171 0.095 -0.214 0.127 -0.490 | -| p3770_s | 0.451 -0.515 0.437 0.033 -0.241 -0.116 -0.258 -0.299 0.291 0.480 0.044 0.450 -0.117 1.000 0.007 -0.540 -0.022 0.378 -0.245 0.547 -0.125 0.526 0.151 0.131 | -| phi_s | 0.019 -0.037 0.015 0.522 -0.025 -0.034 -0.038 -0.122 0.027 0.029 0.009 0.025 -0.085 0.007 1.000 -0.039 -0.020 0.032 -0.020 0.008 -0.036 0.033 -0.072 0.039 | -| DDstar_s | -0.796 0.914 -0.725 -0.068 0.446 0.355 0.502 0.478 -0.855 -0.869 -0.286 -0.777 0.244 -0.540 -0.039 1.000 0.048 -0.818 0.361 -0.742 0.265 -0.896 -0.264 -0.246 | -| omega_s | -0.044 0.048 -0.029 -0.007 0.022 0.023 0.030 0.059 -0.040 -0.038 -0.013 -0.035 0.068 -0.022 -0.020 0.048 1.000 -0.040 0.017 -0.028 0.020 -0.042 -0.017 -0.286 | -| p3770_p | 0.671 -0.807 0.648 0.059 -0.400 -0.330 -0.382 -0.396 0.590 0.725 0.302 0.729 -0.207 0.378 0.032 -0.818 -0.040 1.000 -0.244 0.663 -0.236 0.803 0.217 0.206 | -| Dbar_s | -0.249 0.385 -0.291 -0.026 0.172 0.100 0.057 0.198 -0.222 -0.276 -0.137 -0.310 0.086 -0.245 -0.020 0.361 0.017 -0.244 1.000 -0.264 0.072 -0.337 -0.077 -0.079 | -| jpsi_p | 0.592 -0.653 0.608 0.042 -0.369 -0.265 -0.447 -0.450 0.457 0.637 0.344 0.666 -0.171 0.547 0.008 -0.742 -0.028 0.663 -0.264 1.000 -0.218 0.743 0.185 0.172 | -| p4160_s | -0.182 0.301 -0.311 -0.030 0.352 0.176 0.309 0.196 -0.218 -0.214 -0.113 -0.054 0.095 -0.125 -0.036 0.265 0.020 -0.236 0.072 -0.218 1.000 -0.309 -0.043 -0.066 | -| p4160_p | 0.700 -0.838 0.758 0.061 -0.414 -0.500 -0.517 -0.434 0.659 0.762 0.277 0.794 -0.214 0.526 0.033 -0.896 -0.042 0.803 -0.337 0.743 -0.309 1.000 0.231 0.216 | -| rho_s | 0.279 -0.267 0.192 -0.121 -0.101 -0.075 -0.101 -0.031 0.234 0.235 0.070 0.202 0.127 0.151 -0.072 -0.264 -0.017 0.217 -0.077 0.185 -0.043 0.231 1.000 0.462 | -| omega_p | 0.248 -0.246 0.166 0.103 -0.101 -0.090 -0.123 -0.155 0.213 0.204 0.067 0.187 -0.490 0.131 0.039 -0.246 -0.286 0.206 -0.079 0.172 -0.066 0.216 0.462 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.014631788741594765}), (, {'error': 1.2703439157576026}), (, {'error': 0.2049845641074346}), (, {'error': 0.15721943188046072}), (, {'error': 0.19270180034654427}), (, {'error': 0.16473987336932416}), (, {'error': 0.17255646322051166}), (, {'error': 0.07147213969901389}), (, {'error': 0.6741125421847987}), (, {'error': 0.035659259208905114}), (, {'error': 0.03366680735680827}), (, {'error': 0.24759968261567344}), (, {'error': 0.27360722031984697}), (, {'error': 0.27151480183946664}), (, {'error': 0.8939483342871437}), (, {'error': 0.3120996138736408}), (, {'error': 3.8504263829393697}), (, {'error': 0.174291673196862}), (, {'error': 0.38874488854841965}), (, {'error': 0.040411157503425166}), (, {'error': 0.1586970957087499}), (, {'error': 0.21799077332924233}), (, {'error': 0.4005606179993373}), (, {'error': 0.2559001040314377})]) -Toy 18/25 -Time taken: 1 h, 41 min -Projected time left: 39 min, 12 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.005E+05 | Ncalls=512 (523 total) | -| EDM = 1.02E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300466.9493399915 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -1.4 | 3.7 | | | -2 | 2 | | -| 1 | DDstar_p | 1.90 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.318 | 0.020 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 5.751 | 0.007 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.628 | 0.004 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.736 | 0.002 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.988 | 0.003 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.632 | 0.005 | | | -2 | 2 | | -| 8 | Dbar_p | 2.857 | 0.012 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 1.990 | 0.000 | | | -2 | 2 | | -| 10| psi2s_p | 0.60 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.322 | 0.011 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 1.758 | 0.013 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 1.478 | 0.002 | | |0.918861 | 4.08114 | | -| 14| phi_s | 19.274 | 0.009 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.361E-1 | 0.015E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.807 | 0.004 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -5.792 | 0.014 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -1.920E-1 | 0.011E-1 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.620 | 0.026 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.776 | 0.007 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.77 | 0.04 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 2.432E-1 | 0.012E-1 | | |0.0253049| 2.0747 | | -| 23| omega_p | -0.796 | 0.026 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.00 0.96 -0.95 -0.78 -0.87 -0.79 -0.81 0.73 -0.84 -0.81 -1.00 -0.86 0.64 0.36 0.49 0.93 0.21 -0.88 0.93 -1.00 -0.94 -0.99 -0.40 -0.92 | -| DDstar_p | 0.96 1.00 -0.91 -0.75 -0.84 -0.76 -0.78 0.70 -0.81 -0.78 -0.96 -0.83 0.61 0.34 0.47 0.90 0.20 -0.85 0.89 -0.96 -0.90 -0.95 -0.39 -0.89 | -| p4415_p | -0.95 -0.91 1.00 0.75 0.83 0.75 0.77 -0.70 0.80 0.77 0.95 0.82 -0.60 -0.34 -0.47 -0.89 -0.20 0.84 -0.88 0.95 0.89 0.94 0.38 0.88 | -| phi_p | -0.78 -0.75 0.75 1.00 0.69 0.62 0.64 -0.57 0.66 0.64 0.78 0.68 -0.50 -0.28 -0.39 -0.73 -0.16 0.69 -0.73 0.78 0.73 0.78 0.32 0.72 | -| p4415_s | -0.87 -0.84 0.83 0.69 1.00 0.69 0.71 -0.64 0.73 0.71 0.87 0.75 -0.56 -0.31 -0.43 -0.82 -0.18 0.77 -0.81 0.87 0.82 0.86 0.35 0.81 | -| p4040_s | -0.79 -0.76 0.75 0.62 0.69 1.00 0.64 -0.58 0.66 0.64 0.79 0.68 -0.50 -0.28 -0.39 -0.74 -0.16 0.70 -0.74 0.79 0.74 0.78 0.32 0.73 | -| Ctt | -0.81 -0.78 0.77 0.64 0.71 0.64 1.00 -0.59 0.68 0.66 0.81 0.70 -0.51 -0.29 -0.40 -0.76 -0.17 0.71 -0.75 0.81 0.76 0.80 0.33 0.75 | -| bplus_2 | 0.73 0.70 -0.70 -0.57 -0.64 -0.58 -0.59 1.00 -0.61 -0.59 -0.73 -0.63 0.47 0.26 0.36 0.68 0.15 -0.65 0.68 -0.73 -0.69 -0.72 -0.30 -0.68 | -| Dbar_p | -0.84 -0.81 0.80 0.66 0.73 0.66 0.68 -0.61 1.00 0.68 0.84 0.72 -0.53 -0.30 -0.41 -0.78 -0.17 0.74 -0.78 0.84 0.78 0.83 0.34 0.77 | -| bplus_1 | -0.81 -0.78 0.77 0.64 0.71 0.64 0.66 -0.59 0.68 1.00 0.81 0.70 -0.51 -0.29 -0.40 -0.76 -0.17 0.71 -0.75 0.81 0.76 0.80 0.33 0.75 | -| psi2s_p | -1.00 -0.96 0.95 0.78 0.87 0.79 0.81 -0.73 0.84 0.81 1.00 0.86 -0.63 -0.36 -0.49 -0.93 -0.21 0.88 -0.93 0.99 0.93 0.99 0.40 0.92 | -| p4040_p | -0.86 -0.83 0.82 0.68 0.75 0.68 0.70 -0.63 0.72 0.70 0.86 1.00 -0.55 -0.31 -0.42 -0.80 -0.18 0.76 -0.80 0.86 0.81 0.85 0.35 0.79 | -| rho_p | 0.64 0.61 -0.60 -0.50 -0.56 -0.50 -0.51 0.47 -0.53 -0.51 -0.63 -0.55 1.00 0.23 0.31 0.59 0.13 -0.56 0.59 -0.63 -0.59 -0.63 -0.26 -0.59 | -| p3770_s | 0.36 0.34 -0.34 -0.28 -0.31 -0.28 -0.29 0.26 -0.30 -0.29 -0.36 -0.31 0.23 1.00 0.18 0.33 0.07 -0.31 0.33 -0.36 -0.33 -0.35 -0.14 -0.33 | -| phi_s | 0.49 0.47 -0.47 -0.39 -0.43 -0.39 -0.40 0.36 -0.41 -0.40 -0.49 -0.42 0.31 0.18 1.00 0.46 0.10 -0.43 0.46 -0.49 -0.46 -0.49 -0.20 -0.45 | -| DDstar_s | 0.93 0.90 -0.89 -0.73 -0.82 -0.74 -0.76 0.68 -0.78 -0.76 -0.93 -0.80 0.59 0.33 0.46 1.00 0.19 -0.82 0.87 -0.93 -0.87 -0.92 -0.38 -0.86 | -| omega_s | 0.21 0.20 -0.20 -0.16 -0.18 -0.16 -0.17 0.15 -0.17 -0.17 -0.21 -0.18 0.13 0.07 0.10 0.19 1.00 -0.18 0.19 -0.21 -0.19 -0.21 -0.08 -0.19 | -| p3770_p | -0.88 -0.85 0.84 0.69 0.77 0.70 0.71 -0.65 0.74 0.71 0.88 0.76 -0.56 -0.31 -0.43 -0.82 -0.18 1.00 -0.82 0.88 0.82 0.87 0.36 0.81 | -| Dbar_s | 0.93 0.89 -0.88 -0.73 -0.81 -0.74 -0.75 0.68 -0.78 -0.75 -0.93 -0.80 0.59 0.33 0.46 0.87 0.19 -0.82 1.00 -0.93 -0.87 -0.92 -0.38 -0.86 | -| jpsi_p | -1.00 -0.96 0.95 0.78 0.87 0.79 0.81 -0.73 0.84 0.81 0.99 0.86 -0.63 -0.36 -0.49 -0.93 -0.21 0.88 -0.93 1.00 0.93 0.99 0.40 0.92 | -| p4160_s | -0.94 -0.90 0.89 0.73 0.82 0.74 0.76 -0.69 0.78 0.76 0.93 0.81 -0.59 -0.33 -0.46 -0.87 -0.19 0.82 -0.87 0.93 1.00 0.93 0.38 0.86 | -| p4160_p | -0.99 -0.95 0.94 0.78 0.86 0.78 0.80 -0.72 0.83 0.80 0.99 0.85 -0.63 -0.35 -0.49 -0.92 -0.21 0.87 -0.92 0.99 0.93 1.00 0.40 0.91 | -| rho_s | -0.40 -0.39 0.38 0.32 0.35 0.32 0.33 -0.30 0.34 0.33 0.40 0.35 -0.26 -0.14 -0.20 -0.38 -0.08 0.36 -0.38 0.40 0.38 0.40 1.00 0.37 | -| omega_p | -0.92 -0.89 0.88 0.72 0.81 0.73 0.75 -0.68 0.77 0.75 0.92 0.79 -0.59 -0.33 -0.45 -0.86 -0.19 0.81 -0.86 0.92 0.86 0.91 0.37 1.00 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 3.6904729618994128}), (, {'error': 0.04666237812769758}), (, {'error': 0.01991473544057154}), (, {'error': 0.006723912053155701}), (, {'error': 0.0037729373032264757}), (, {'error': 0.0019845533188688202}), (, {'error': 0.0034439773432139442}), (, {'error': 0.004933109629992716}), (, {'error': 0.011900211873610012}), (, {'error': 0.0004395133201182677}), (, {'error': 0.10200305353055805}), (, {'error': 0.011154879375786741}), (, {'error': 0.01315142568359473}), (, {'error': 0.0022571988955221167}), (, {'error': 0.008850339796289575}), (, {'error': 0.0014754553856591857}), (, {'error': 0.004336828287630823}), (, {'error': 0.013776693924783867}), (, {'error': 0.0010788074138481374}), (, {'error': 0.026360700188839736}), (, {'error': 0.006790286261145084}), (, {'error': 0.035579303762021786}), (, {'error': 0.0012223773616609201}), (, {'error': 0.026309956080015073})]) -Toy 19/25 -Time taken: 1 h, 44 min -Projected time left: 33 min, 6 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1182 (1182 total) | -| EDM = 8.55E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297260.4935231612 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 1 | DDstar_p | 4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.33 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -5.49 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.31 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.39 | 0.20 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.13 | 0.09 | | | -2 | 2 | | -| 8 | Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.886 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.87 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.09 | 0.29 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.39 | 0.23 | | |0.918861 | 4.08114 | | -| 14| phi_s | 20.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.4 | 1.4 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -1.592 | 0.025 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.44 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 4.22 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.124 0.003 -0.044 -0.037 -0.031 0.050 -0.090 -0.065 -0.923 -0.006 -0.006 0.301 -0.008 0.121 -0.006 0.243 0.029 -0.000 0.094 -0.028 0.026 -0.255 0.095 | -| DDstar_p | -0.124 1.000 -0.212 0.011 0.016 -0.133 -0.010 0.258 -0.174 -0.147 -0.155 -0.074 -0.083 0.023 -0.018 0.049 -0.067 0.099 0.011 -0.191 -0.076 -0.081 0.071 -0.030 | -| p4415_p | 0.003 -0.212 1.000 -0.025 -0.176 -0.165 0.019 -0.242 -0.073 0.099 -0.059 0.153 0.069 -0.008 -0.034 0.018 0.025 0.022 0.014 0.012 -0.117 0.301 0.014 0.013 | -| phi_p | -0.044 0.011 -0.025 1.000 0.003 -0.017 -0.035 0.105 -0.000 0.045 -0.003 -0.010 -0.314 -0.014 0.535 0.002 -0.185 0.005 0.001 0.026 -0.025 -0.006 -0.111 -0.090 | -| p4415_s | -0.037 0.016 -0.176 0.003 1.000 0.195 0.169 0.128 0.064 -0.072 0.039 -0.001 -0.021 0.028 -0.009 -0.002 -0.018 -0.054 -0.002 -0.008 0.333 -0.105 0.023 -0.007 | -| p4040_s | -0.031 -0.133 -0.165 -0.017 0.195 1.000 0.341 -0.105 -0.059 0.020 0.033 -0.195 0.038 0.126 -0.035 -0.007 0.005 -0.143 -0.006 0.022 0.063 -0.511 0.034 0.005 | -| Ctt | 0.050 -0.010 0.019 -0.035 0.169 0.341 1.000 -0.654 -0.339 0.061 0.220 -0.227 0.114 -0.108 -0.054 -0.008 0.033 -0.225 -0.002 0.210 0.264 -0.335 0.038 0.017 | -| bplus_2 | -0.090 0.258 -0.242 0.105 0.128 -0.105 -0.654 1.000 0.056 -0.123 -0.055 -0.025 -0.298 0.028 0.142 0.019 -0.102 0.054 0.004 -0.179 -0.144 -0.044 -0.103 -0.054 | -| Dbar_p | -0.065 -0.174 -0.073 -0.000 0.064 -0.059 -0.339 0.056 1.000 -0.075 -0.006 -0.063 -0.013 -0.041 -0.027 -0.008 -0.026 0.347 0.031 0.260 -0.056 0.027 0.052 -0.009 | -| bplus_1 | -0.923 -0.147 0.099 0.045 -0.072 0.020 0.061 -0.123 -0.075 1.000 0.033 0.051 -0.268 -0.020 -0.103 -0.015 -0.213 -0.097 -0.005 -0.022 0.008 0.046 0.205 -0.083 | -| psi2s_p | -0.006 -0.155 -0.059 -0.003 0.039 0.033 0.220 -0.055 -0.006 0.033 1.000 -0.206 0.004 -0.430 -0.006 0.018 -0.002 0.005 0.030 0.010 -0.044 -0.134 0.001 -0.002 | -| p4040_p | -0.006 -0.074 0.153 -0.010 -0.001 -0.195 -0.227 -0.025 -0.063 0.051 -0.206 1.000 0.022 -0.065 -0.013 0.031 0.009 0.126 0.029 -0.087 0.309 0.169 -0.001 0.004 | -| rho_p | 0.301 -0.083 0.069 -0.314 -0.021 0.038 0.114 -0.298 -0.013 -0.268 0.004 0.022 1.000 0.027 -0.100 -0.006 0.500 -0.013 -0.000 -0.069 0.058 0.019 0.188 0.103 | -| p3770_s | -0.008 0.023 -0.008 -0.014 0.028 0.126 -0.108 0.028 -0.041 -0.020 -0.430 -0.065 0.027 1.000 -0.024 0.031 0.005 -0.268 0.033 -0.061 0.033 -0.047 0.015 0.003 | -| phi_s | 0.121 -0.018 -0.034 0.535 -0.009 -0.035 -0.054 0.142 -0.027 -0.103 -0.006 -0.013 -0.100 -0.024 1.000 -0.000 -0.012 0.004 -0.000 0.042 -0.047 0.000 -0.137 0.005 | -| DDstar_s | -0.006 0.049 0.018 0.002 -0.002 -0.007 -0.008 0.019 -0.008 -0.015 0.018 0.031 -0.006 0.031 -0.000 1.000 -0.004 0.036 -0.001 0.051 0.001 0.049 0.004 -0.002 | -| omega_s | 0.243 -0.067 0.025 -0.185 -0.018 0.005 0.033 -0.102 -0.026 -0.213 -0.002 0.009 0.500 0.005 -0.012 -0.004 1.000 -0.008 -0.000 -0.030 0.009 0.014 -0.142 0.663 | -| p3770_p | 0.029 0.099 0.022 0.005 -0.054 -0.143 -0.225 0.054 0.347 -0.097 0.005 0.126 -0.013 -0.268 0.004 0.036 -0.008 1.000 0.046 0.027 -0.056 0.159 -0.003 -0.006 | -| Dbar_s | -0.000 0.011 0.014 0.001 -0.002 -0.006 -0.002 0.004 0.031 -0.005 0.030 0.029 -0.000 0.033 -0.000 -0.001 -0.000 0.046 1.000 0.056 -0.001 0.037 0.001 0.000 | -| jpsi_p | 0.094 -0.191 0.012 0.026 -0.008 0.022 0.210 -0.179 0.260 -0.022 0.010 -0.087 -0.069 -0.061 0.042 0.051 -0.030 0.027 0.056 1.000 -0.010 -0.038 -0.062 -0.026 | -| p4160_s | -0.028 -0.076 -0.117 -0.025 0.333 0.063 0.264 -0.144 -0.056 0.008 -0.044 0.309 0.058 0.033 -0.047 0.001 0.009 -0.056 -0.001 -0.010 1.000 -0.157 0.045 0.007 | -| p4160_p | 0.026 -0.081 0.301 -0.006 -0.105 -0.511 -0.335 -0.044 0.027 0.046 -0.134 0.169 0.019 -0.047 0.000 0.049 0.014 0.159 0.037 -0.038 -0.157 1.000 -0.018 0.005 | -| rho_s | -0.255 0.071 0.014 -0.111 0.023 0.034 0.038 -0.103 0.052 0.205 0.001 -0.001 0.188 0.015 -0.137 0.004 -0.142 -0.003 0.001 -0.062 0.045 -0.018 1.000 -0.060 | -| omega_p | 0.095 -0.030 0.013 -0.090 -0.007 0.005 0.017 -0.054 -0.009 -0.083 -0.002 0.004 0.103 0.003 0.005 -0.002 0.663 -0.006 0.000 -0.026 0.007 0.005 -0.060 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03399589865405728}), (, {'error': 0.3375003081129959}), (, {'error': 0.16551029773640247}), (, {'error': 0.16092484437948817}), (, {'error': 0.19446039514136837}), (, {'error': 0.17205455641216227}), (, {'error': 0.20054625042798113}), (, {'error': 0.08955195205069444}), (, {'error': 0.3440177778075566}), (, {'error': 0.06474598701475553}), (, {'error': 0.03129202503379158}), (, {'error': 0.15854758920418544}), (, {'error': 0.29225990830933757}), (, {'error': 0.2293840503999558}), (, {'error': 1.0182493236972618}), (, {'error': 0.029193697671024033}), (, {'error': 1.3564281743601865}), (, {'error': 0.09587023199706879}), (, {'error': 0.022768055653258956}), (, {'error': 0.024594145252285315}), (, {'error': 0.17048152070143252}), (, {'error': 0.0905499263592553}), (, {'error': 0.36017363089683196}), (, {'error': 0.360534934696056})]) -Toy 20/25 -Time taken: 1 h, 50 min -Projected time left: 27 min, 35 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=762 (762 total) | -| EDM = 8.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297270.00464831234 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.474 | 0.010 | | | -2 | 2 | | -| 1 | DDstar_p | 3.4 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.26 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 1.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.22 | 0.17 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.15 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.13 | 0.27 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.06 | 0.07 | | | -2 | 2 | | -| 8 | Dbar_p | 0.15 | 1.23 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.972 | 0.021 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 3.60 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.6 | 0.3 | | |0.918861 | 4.08114 | | -| 14| phi_s | 22.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | | -| 16| omega_s | 4.9 | 0.8 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.27 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.25 | 0.46 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 1.604 | 0.027 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.12 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.14 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.540 0.289 0.006 -0.209 -0.062 0.611 0.271 -0.616 0.204 0.339 0.479 0.021 0.489 0.128 0.239 0.107 -0.208 -0.694 0.194 0.111 0.349 -0.241 -0.003 | -| DDstar_p | 0.540 1.000 0.191 -0.008 -0.191 -0.118 0.817 0.516 -0.900 0.544 0.380 0.544 0.013 0.632 0.106 0.454 0.092 -0.235 -0.894 0.133 0.126 0.277 -0.181 -0.002 | -| p4415_p | 0.289 0.191 1.000 0.003 -0.131 -0.132 0.257 0.092 -0.334 0.298 0.190 0.352 0.011 0.286 0.036 0.153 0.034 0.004 -0.330 0.243 -0.026 0.418 -0.083 -0.002 | -| phi_p | 0.006 -0.008 0.003 1.000 -0.000 0.001 -0.001 -0.004 0.002 0.000 0.001 0.001 -0.041 0.000 0.290 -0.003 -0.012 0.006 0.004 0.002 0.000 0.004 0.029 0.008 | -| p4415_s | -0.209 -0.191 -0.131 -0.000 1.000 0.113 -0.070 -0.042 0.199 -0.208 -0.088 -0.093 -0.005 -0.127 -0.035 -0.129 -0.029 -0.001 0.177 -0.096 0.209 -0.073 0.059 0.001 | -| p4040_s | -0.062 -0.118 -0.132 0.001 0.113 1.000 0.070 -0.029 0.078 -0.055 -0.018 -0.123 0.002 0.046 -0.021 -0.066 -0.014 -0.047 0.029 0.014 -0.062 -0.333 0.020 0.000 | -| Ctt | 0.611 0.817 0.257 -0.001 -0.070 0.070 1.000 0.311 -0.848 0.615 0.528 0.527 0.017 0.636 0.104 0.434 0.090 -0.268 -0.887 0.176 0.253 0.249 -0.190 -0.003 | -| bplus_2 | 0.271 0.516 0.092 -0.004 -0.042 -0.029 0.311 1.000 -0.564 0.248 0.297 0.366 -0.014 0.429 0.160 0.291 0.118 -0.163 -0.558 0.264 0.065 0.206 -0.163 -0.000 | -| Dbar_p | -0.616 -0.900 -0.334 0.002 0.199 0.078 -0.848 -0.564 1.000 -0.622 -0.530 -0.692 -0.016 -0.755 -0.122 -0.441 -0.103 0.138 0.923 -0.391 -0.172 -0.468 0.205 0.003 | -| bplus_1 | 0.204 0.544 0.298 0.000 -0.208 -0.055 0.615 0.248 -0.622 1.000 0.341 0.484 0.006 0.493 0.093 0.240 0.080 -0.222 -0.698 0.215 0.119 0.349 -0.153 -0.002 | -| psi2s_p | 0.339 0.380 0.190 0.001 -0.088 -0.018 0.528 0.297 -0.530 0.341 1.000 0.319 0.009 0.268 0.064 0.226 0.055 -0.052 -0.485 0.334 0.062 0.259 -0.111 -0.002 | -| p4040_p | 0.479 0.544 0.352 0.001 -0.093 -0.123 0.527 0.366 -0.692 0.484 0.319 1.000 0.014 0.509 0.083 0.336 0.073 -0.030 -0.656 0.347 0.356 0.411 -0.155 -0.002 | -| rho_p | 0.021 0.013 0.011 -0.041 -0.005 0.002 0.017 -0.014 -0.016 0.006 0.009 0.014 1.000 0.015 -0.005 0.005 0.088 -0.006 -0.018 0.008 0.007 0.010 -0.067 -0.001 | -| p3770_s | 0.489 0.632 0.286 0.000 -0.127 0.046 0.636 0.429 -0.755 0.493 0.268 0.509 0.015 1.000 0.085 0.362 0.077 -0.275 -0.725 0.372 0.169 0.354 -0.163 -0.002 | -| phi_s | 0.128 0.106 0.036 0.290 -0.035 -0.021 0.104 0.160 -0.122 0.093 0.064 0.083 -0.005 0.085 1.000 0.055 0.042 -0.037 -0.131 0.019 0.004 0.059 -0.090 -0.001 | -| DDstar_s | 0.239 0.454 0.153 -0.003 -0.129 -0.066 0.434 0.291 -0.441 0.240 0.226 0.336 0.005 0.362 0.055 1.000 0.046 -0.089 -0.490 0.120 0.068 0.238 -0.084 -0.001 | -| omega_s | 0.107 0.092 0.034 -0.012 -0.029 -0.014 0.090 0.118 -0.103 0.080 0.055 0.073 0.088 0.077 0.042 0.046 1.000 -0.032 -0.112 0.025 0.010 0.050 -0.410 -0.088 | -| p3770_p | -0.208 -0.235 0.004 0.006 -0.001 -0.047 -0.268 -0.163 0.138 -0.222 -0.052 -0.030 -0.006 -0.275 -0.037 -0.089 -0.032 1.000 0.314 0.064 -0.069 0.088 0.064 0.001 | -| Dbar_s | -0.694 -0.894 -0.330 0.004 0.177 0.029 -0.887 -0.558 0.923 -0.698 -0.485 -0.656 -0.018 -0.725 -0.131 -0.490 -0.112 0.314 1.000 -0.280 -0.218 -0.389 0.227 0.003 | -| jpsi_p | 0.194 0.133 0.243 0.002 -0.096 0.014 0.176 0.264 -0.391 0.215 0.334 0.347 0.008 0.372 0.019 0.120 0.025 0.064 -0.280 1.000 0.059 0.362 -0.068 -0.001 | -| p4160_s | 0.111 0.126 -0.026 0.000 0.209 -0.062 0.253 0.065 -0.172 0.119 0.062 0.356 0.007 0.169 0.004 0.068 0.010 -0.069 -0.218 0.059 1.000 0.036 -0.034 -0.001 | -| p4160_p | 0.349 0.277 0.418 0.004 -0.073 -0.333 0.249 0.206 -0.468 0.349 0.259 0.411 0.010 0.354 0.059 0.238 0.050 0.088 -0.389 0.362 0.036 1.000 -0.109 -0.002 | -| rho_s | -0.241 -0.181 -0.083 0.029 0.059 0.020 -0.190 -0.163 0.205 -0.153 -0.111 -0.155 -0.067 -0.163 -0.090 -0.084 -0.410 0.064 0.227 -0.068 -0.034 -0.109 1.000 0.027 | -| omega_p | -0.003 -0.002 -0.002 0.008 0.001 0.000 -0.003 -0.000 0.003 -0.002 -0.002 -0.002 -0.001 -0.002 -0.001 -0.001 -0.088 0.001 0.003 -0.001 -0.001 -0.002 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010402241272284063}), (, {'error': 0.835501752835814}), (, {'error': 0.17295993673348797}), (, {'error': 0.10147084313437427}), (, {'error': 0.16909987403535642}), (, {'error': 0.14716011391145734}), (, {'error': 0.2688669148467806}), (, {'error': 0.07077132652581475}), (, {'error': 1.2297618752981365}), (, {'error': 0.021089158082328918}), (, {'error': 0.034619074206452716}), (, {'error': 0.20020279318521883}), (, {'error': 0.16588113658820713}), (, {'error': 0.3236423779975981}), (, {'error': 0.8333718862203483}), (, {'error': 0.37262065618224693}), (, {'error': 0.8499114044751264}), (, {'error': 0.11229436767439349}), (, {'error': 0.46133708520513955}), (, {'error': 0.02667863778334789}), (, {'error': 0.14925800964864455}), (, {'error': 0.10594048312003412}), (, {'error': 0.3372851109036726}), (, {'error': 0.08358233281352323})]) -Toy 21/25 -Time taken: 1 h, 55 min -Projected time left: 21 min, 52 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1540 (1540 total) | -| EDM = 8.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297171.41117638495 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.480 | 0.014 | | | -2 | 2 | | -| 1 | DDstar_p | -0.19 | 0.27 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.86 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.63 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.34 | 0.15 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.23 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.13 | 0.21 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.26 | 0.07 | | | -2 | 2 | | -| 8 | Dbar_p | -5 | 8 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.936 | 0.028 | | | -2 | 2 | | -| 10| psi2s_p | 1.791 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.70 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.52 | 0.25 | | |0.918861 | 4.08114 | | -| 14| phi_s | 20.8 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.8 | 0.7 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.41 | 0.19 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.07 | 0.41 | | | -0.3 | 0.3 | | -| 19| jpsi_p | 1.612 | 0.021 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.51 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 3.84 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.98 | 0.29 | | |0.0253049| 2.0747 | | -| 23| omega_p | 5.99 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.060 0.613 -0.059 0.018 0.543 0.844 0.718 -0.934 0.827 0.394 0.642 0.056 0.633 0.095 0.668 0.109 -0.818 -0.935 0.287 0.478 0.380 -0.238 0.014 | -| DDstar_p | 0.060 1.000 -0.106 -0.010 0.058 -0.033 0.036 0.012 -0.075 0.061 -0.137 -0.119 0.008 -0.083 -0.006 0.066 0.002 -0.094 -0.023 -0.263 0.003 -0.286 -0.015 0.000 | -| p4415_p | 0.613 -0.106 1.000 -0.040 -0.024 0.342 0.593 0.497 -0.659 0.616 0.282 0.519 0.046 0.476 0.051 0.470 0.067 -0.550 -0.658 0.263 0.278 0.409 -0.147 0.013 | -| phi_p | -0.059 -0.010 -0.040 1.000 -0.004 -0.037 -0.055 -0.056 0.063 -0.059 -0.027 -0.043 -0.065 -0.042 0.487 -0.047 -0.022 0.057 0.064 -0.025 -0.033 -0.023 0.012 -0.015 | -| p4415_s | 0.018 0.058 -0.024 -0.004 1.000 0.094 0.139 0.105 -0.066 0.016 0.020 0.064 0.002 0.048 0.002 0.024 0.004 -0.077 -0.071 -0.026 0.180 0.061 -0.008 0.000 | -| p4040_s | 0.543 -0.033 0.342 -0.037 0.094 1.000 0.613 0.495 -0.604 0.544 0.253 0.365 0.042 0.477 0.045 0.420 0.060 -0.532 -0.610 0.222 0.325 0.033 -0.132 0.012 | -| Ctt | 0.844 0.036 0.593 -0.055 0.139 0.613 1.000 0.629 -0.900 0.847 0.467 0.571 0.055 0.602 0.079 0.676 0.095 -0.793 -0.893 0.244 0.554 0.293 -0.203 0.015 | -| bplus_2 | 0.718 0.012 0.497 -0.056 0.105 0.495 0.629 1.000 -0.810 0.720 0.371 0.538 0.007 0.552 0.114 0.598 0.112 -0.714 -0.804 0.304 0.427 0.294 -0.198 -0.001 | -| Dbar_p | -0.934 -0.075 -0.659 0.063 -0.066 -0.604 -0.900 -0.810 1.000 -0.936 -0.446 -0.690 -0.062 -0.696 -0.087 -0.743 -0.108 0.862 0.982 -0.354 -0.540 -0.406 0.226 -0.017 | -| bplus_1 | 0.827 0.061 0.616 -0.059 0.016 0.544 0.847 0.720 -0.936 1.000 0.394 0.643 0.050 0.633 0.087 0.668 0.104 -0.821 -0.937 0.292 0.479 0.381 -0.217 0.013 | -| psi2s_p | 0.394 -0.137 0.282 -0.027 0.020 0.253 0.467 0.371 -0.446 0.394 1.000 0.259 0.027 0.165 0.035 0.303 0.045 -0.360 -0.425 0.260 0.204 0.189 -0.095 0.008 | -| p4040_p | 0.642 -0.119 0.519 -0.043 0.064 0.365 0.571 0.538 -0.690 0.643 0.259 1.000 0.046 0.467 0.055 0.506 0.071 -0.548 -0.675 0.290 0.527 0.378 -0.155 0.013 | -| rho_p | 0.056 0.008 0.046 -0.065 0.002 0.042 0.055 0.007 -0.062 0.050 0.027 0.046 1.000 0.047 -0.011 0.044 0.152 -0.056 -0.062 0.028 0.039 0.028 0.013 -0.022 | -| p3770_s | 0.633 -0.083 0.476 -0.042 0.048 0.477 0.602 0.552 -0.696 0.633 0.165 0.467 0.047 1.000 0.053 0.508 0.070 -0.645 -0.676 0.318 0.393 0.310 -0.155 0.014 | -| phi_s | 0.095 -0.006 0.051 0.487 0.002 0.045 0.079 0.114 -0.087 0.087 0.035 0.055 -0.011 0.053 1.000 0.063 0.018 -0.075 -0.087 0.005 0.037 0.032 -0.056 0.009 | -| DDstar_s | 0.668 0.066 0.470 -0.047 0.024 0.420 0.676 0.598 -0.743 0.668 0.303 0.506 0.044 0.508 0.063 1.000 0.078 -0.637 -0.742 0.213 0.377 0.293 -0.161 0.012 | -| omega_s | 0.109 0.002 0.067 -0.022 0.004 0.060 0.095 0.112 -0.108 0.104 0.045 0.071 0.152 0.070 0.018 0.078 1.000 -0.094 -0.107 0.025 0.052 0.041 -0.241 0.298 | -| p3770_p | -0.818 -0.094 -0.550 0.057 -0.077 -0.532 -0.793 -0.714 0.862 -0.821 -0.360 -0.548 -0.056 -0.645 -0.075 -0.637 -0.094 1.000 0.879 -0.270 -0.476 -0.281 0.196 -0.016 | -| Dbar_s | -0.935 -0.023 -0.658 0.064 -0.071 -0.610 -0.893 -0.804 0.982 -0.937 -0.425 -0.675 -0.062 -0.676 -0.087 -0.742 -0.107 0.879 1.000 -0.323 -0.547 -0.386 0.226 -0.017 | -| jpsi_p | 0.287 -0.263 0.263 -0.025 -0.026 0.222 0.244 0.304 -0.354 0.292 0.260 0.290 0.028 0.318 0.005 0.213 0.025 -0.270 -0.323 1.000 0.164 0.265 -0.072 0.007 | -| p4160_s | 0.478 0.003 0.278 -0.033 0.180 0.325 0.554 0.427 -0.540 0.479 0.204 0.527 0.039 0.393 0.037 0.377 0.052 -0.476 -0.547 0.164 1.000 0.143 -0.116 0.011 | -| p4160_p | 0.380 -0.286 0.409 -0.023 0.061 0.033 0.293 0.294 -0.406 0.381 0.189 0.378 0.028 0.310 0.032 0.293 0.041 -0.281 -0.386 0.265 0.143 1.000 -0.092 0.008 | -| rho_s | -0.238 -0.015 -0.147 0.012 -0.008 -0.132 -0.203 -0.198 0.226 -0.217 -0.095 -0.155 0.013 -0.155 -0.056 -0.161 -0.241 0.196 0.226 -0.072 -0.116 -0.092 1.000 -0.074 | -| omega_p | 0.014 0.000 0.013 -0.015 0.000 0.012 0.015 -0.001 -0.017 0.013 0.008 0.013 -0.022 0.014 0.009 0.012 0.298 -0.016 -0.017 0.007 0.011 0.008 -0.074 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.013912452174418055}), (, {'error': 0.26608533121694533}), (, {'error': 0.16869875120460076}), (, {'error': 0.14797631888192342}), (, {'error': 0.14541874262022136}), (, {'error': 0.15619316569720387}), (, {'error': 0.21415427807924226}), (, {'error': 0.07380708047505014}), (, {'error': 7.7369890884685395}), (, {'error': 0.027582039596260044}), (, {'error': 0.02783235786100491}), (, {'error': 0.16025013956116796}), (, {'error': 0.24786674601373848}), (, {'error': 0.2501382325160473}), (, {'error': 0.8350580269710886}), (, {'error': 0.09921078125944652}), (, {'error': 0.742732798164695}), (, {'error': 0.1936354002221572}), (, {'error': 0.41225260389581697}), (, {'error': 0.02093016325094421}), (, {'error': 0.14816108078486034}), (, {'error': 0.0737197509410743}), (, {'error': 0.2864788657675292}), (, {'error': 0.2045742641483086})]) -Toy 22/25 -Time taken: 2 h, 1 min -Projected time left: 16 min, 33 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1413 (1413 total) | -| EDM = 9.52E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297106.1435994861 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.454 | 0.010 | | | -2 | 2 | | -| 1 | DDstar_p | 0.69 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -6.03 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.126 | 0.012 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 0.53 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -0.57 | 0.16 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.31 | 0.04 | | | -2 | 2 | | -| 8 | Dbar_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.927 | 0.023 | | | -2 | 2 | | -| 10| psi2s_p | 1.809 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.17 | 0.26 | | |0.918861 | 4.08114 | | -| 14| phi_s | 19.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.29 | 0.38 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -2.97 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.22 | 0.33 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.646 | 0.024 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 1.82 | 0.13 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -2.27 | 0.21 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 0.89 | 0.26 | | |0.0253049| 2.0747 | | -| 23| omega_p | -0.021 | 0.202 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.693 -0.016 -0.054 -0.045 0.574 -0.709 -0.404 -0.372 0.784 -0.348 -0.678 0.066 -0.643 -0.002 -0.908 0.100 -0.685 0.830 -0.510 0.400 -0.814 -0.272 0.001 | -| DDstar_p | -0.693 1.000 0.017 0.037 0.035 -0.528 0.626 0.299 0.074 -0.699 0.211 0.541 -0.072 0.497 0.003 0.706 -0.078 0.530 -0.740 0.278 -0.374 0.639 0.205 -0.004 | -| p4415_p | -0.016 0.017 1.000 0.001 -0.007 -0.011 0.012 0.007 0.009 -0.016 0.007 0.011 -0.002 0.012 0.000 0.018 -0.002 0.013 -0.016 0.009 -0.010 0.014 0.005 -0.000 | -| phi_p | -0.054 0.037 0.001 1.000 0.003 -0.031 0.043 -0.004 0.016 -0.050 0.019 0.040 -0.013 0.039 0.738 0.052 -0.031 0.039 -0.047 0.021 -0.020 0.047 0.046 0.032 | -| p4415_s | -0.045 0.035 -0.007 0.003 1.000 -0.036 0.038 0.016 0.015 -0.045 0.020 0.040 -0.005 0.037 0.000 0.051 -0.005 0.039 -0.049 0.030 -0.029 0.048 0.013 -0.000 | -| p4040_s | 0.574 -0.528 -0.011 -0.031 -0.036 1.000 -0.431 -0.252 -0.226 0.582 -0.260 -0.539 0.081 -0.408 -0.011 -0.646 0.066 -0.497 0.595 -0.346 0.226 -0.682 -0.180 0.004 | -| Ctt | -0.709 0.626 0.012 0.043 0.038 -0.431 1.000 0.133 0.142 -0.714 0.420 0.570 -0.085 0.567 0.009 0.800 -0.083 0.575 -0.806 0.386 -0.298 0.687 0.219 -0.004 | -| bplus_2 | -0.404 0.299 0.007 -0.004 0.016 -0.252 0.133 1.000 0.005 -0.401 0.188 0.288 -0.204 0.290 0.036 0.388 -0.045 0.266 -0.414 0.257 -0.217 0.342 0.150 -0.017 | -| Dbar_p | -0.372 0.074 0.009 0.016 0.015 -0.226 0.142 0.005 1.000 -0.373 -0.033 0.148 -0.035 0.078 -0.006 0.366 -0.047 0.186 -0.270 -0.014 -0.183 0.249 0.110 -0.004 | -| bplus_1 | 0.784 -0.699 -0.016 -0.050 -0.045 0.582 -0.714 -0.401 -0.373 1.000 -0.352 -0.684 0.068 -0.649 -0.006 -0.917 0.092 -0.694 0.839 -0.510 0.406 -0.822 -0.249 0.002 | -| psi2s_p | -0.348 0.211 0.007 0.019 0.020 -0.260 0.420 0.188 -0.033 -0.352 1.000 0.256 -0.035 0.163 0.002 0.389 -0.038 0.304 -0.382 0.316 -0.213 0.356 0.103 -0.001 | -| p4040_p | -0.678 0.541 0.011 0.040 0.040 -0.539 0.570 0.288 0.148 -0.684 0.256 1.000 -0.071 0.542 0.007 0.766 -0.075 0.608 -0.751 0.454 -0.181 0.712 0.201 -0.002 | -| rho_p | 0.066 -0.072 -0.002 -0.013 -0.005 0.081 -0.085 -0.204 -0.035 0.068 -0.035 -0.071 1.000 -0.061 0.013 -0.102 0.107 -0.082 0.099 -0.037 0.067 -0.092 0.052 -0.103 | -| p3770_s | -0.643 0.497 0.012 0.039 0.037 -0.408 0.567 0.290 0.078 -0.649 0.163 0.542 -0.061 1.000 0.004 0.713 -0.070 0.455 -0.699 0.473 -0.303 0.659 0.186 -0.001 | -| phi_s | -0.002 0.003 0.000 0.738 0.000 -0.011 0.009 0.036 -0.006 -0.006 0.002 0.007 0.013 0.004 1.000 0.011 0.003 0.007 -0.012 -0.013 -0.010 0.010 -0.001 0.033 | -| DDstar_s | -0.908 0.706 0.018 0.052 0.051 -0.646 0.800 0.388 0.366 -0.917 0.389 0.766 -0.102 0.713 0.011 1.000 -0.101 0.745 -0.952 0.555 -0.452 0.915 0.273 -0.004 | -| omega_s | 0.100 -0.078 -0.002 -0.031 -0.005 0.066 -0.083 -0.045 -0.047 0.092 -0.038 -0.075 0.107 -0.070 0.003 -0.101 1.000 -0.078 0.092 -0.059 0.046 -0.091 -0.305 0.389 | -| p3770_p | -0.685 0.530 0.013 0.039 0.039 -0.497 0.575 0.266 0.186 -0.694 0.304 0.608 -0.082 0.455 0.007 0.745 -0.078 1.000 -0.663 0.439 -0.339 0.711 0.206 -0.004 | -| Dbar_s | 0.830 -0.740 -0.016 -0.047 -0.049 0.595 -0.806 -0.414 -0.270 0.839 -0.382 -0.751 0.099 -0.699 -0.012 -0.952 0.092 -0.663 1.000 -0.519 0.401 -0.869 -0.251 0.004 | -| jpsi_p | -0.510 0.278 0.009 0.021 0.030 -0.346 0.386 0.257 -0.014 -0.510 0.316 0.454 -0.037 0.473 -0.013 0.555 -0.059 0.439 -0.519 1.000 -0.254 0.543 0.142 -0.002 | -| p4160_s | 0.400 -0.374 -0.010 -0.020 -0.029 0.226 -0.298 -0.217 -0.183 0.406 -0.213 -0.181 0.067 -0.303 -0.010 -0.452 0.046 -0.339 0.401 -0.254 1.000 -0.433 -0.130 0.004 | -| p4160_p | -0.814 0.639 0.014 0.047 0.048 -0.682 0.687 0.342 0.249 -0.822 0.356 0.712 -0.092 0.659 0.010 0.915 -0.091 0.711 -0.869 0.543 -0.433 1.000 0.245 -0.003 | -| rho_s | -0.272 0.205 0.005 0.046 0.013 -0.180 0.219 0.150 0.110 -0.249 0.103 0.201 0.052 0.186 -0.001 0.273 -0.305 0.206 -0.251 0.142 -0.130 0.245 1.000 0.059 | -| omega_p | 0.001 -0.004 -0.000 0.032 -0.000 0.004 -0.004 -0.017 -0.004 0.002 -0.001 -0.002 -0.103 -0.001 0.033 -0.004 0.389 -0.004 0.004 -0.002 0.004 -0.003 0.059 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010446574587266055}), (, {'error': 0.2770266405323287}), (, {'error': 0.09662821496500351}), (, {'error': 0.24541891337296917}), (, {'error': 0.011972256045514149}), (, {'error': 0.16236813020322619}), (, {'error': 0.16335862248113342}), (, {'error': 0.043245503155325604}), (, {'error': 0.3403548087699013}), (, {'error': 0.022727786193194488}), (, {'error': 0.0275481601186085}), (, {'error': 0.3975642794650014}), (, {'error': 0.346607540904615}), (, {'error': 0.2598676495178667}), (, {'error': 1.0838626879967155}), (, {'error': 0.3819727860581292}), (, {'error': 0.8348543945196951}), (, {'error': 0.15706971204658893}), (, {'error': 0.32914013926705055}), (, {'error': 0.023704125302590473}), (, {'error': 0.13328593935928323}), (, {'error': 0.20901812129590525}), (, {'error': 0.26299888611601646}), (, {'error': 0.2020041039024787})]) -Toy 23/25 -Time taken: 2 h, 7 min -Projected time left: 11 min, 6 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1632 (1632 total) | -| EDM = 0.000339 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297215.3332723327 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.458 | 0.009 | | | -2 | 2 | | -| 1 | DDstar_p | 1.03 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.58 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.90 | 0.21 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.01 | 0.12 | | |0.00501244| 2.01499 | | -| 6 | Ctt | 0.29 | 0.11 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | -0.08 | 0.04 | | | -2 | 2 | | -| 8 | Dbar_p | 0.04 | 0.85 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | -0.948 | 0.019 | | | -2 | 2 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | -2.76 | 0.29 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 0.011 | 0.212 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.32 | 0.27 | | |0.918861 | 4.08114 | | -| 14| phi_s | 19.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.28 | 0.35 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.1 | 0.8 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | -3.18 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -4.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.10 | 0.13 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | 3.83 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.35 | 0.28 | | |0.0253049| 2.0747 | | -| 23| omega_p | -0.07 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.707 0.656 0.089 -0.560 0.103 -0.064 -0.069 0.820 0.659 0.581 0.717 -0.220 0.609 0.118 0.843 -0.077 0.698 -0.393 0.729 -0.154 0.791 0.197 -0.035 | -| DDstar_p | 0.707 1.000 0.605 0.082 -0.595 -0.013 0.057 -0.040 0.704 0.726 0.505 0.680 -0.214 0.567 0.118 0.760 -0.065 0.641 -0.632 0.621 -0.232 0.736 0.146 -0.032 | -| p4415_p | 0.656 0.605 1.000 0.084 -0.602 0.005 -0.052 0.047 0.753 0.677 0.554 0.731 -0.202 0.596 0.117 0.804 -0.061 0.672 -0.526 0.711 -0.263 0.800 0.141 -0.029 | -| phi_p | 0.089 0.082 0.084 1.000 -0.075 0.008 0.002 -0.017 0.101 0.089 0.073 0.092 -0.154 0.076 0.592 0.107 -0.063 0.088 -0.058 0.086 -0.025 0.101 -0.009 -0.009 | -| p4415_s | -0.560 -0.595 -0.602 -0.075 1.000 -0.021 0.142 -0.034 -0.673 -0.581 -0.497 -0.600 0.191 -0.509 -0.111 -0.709 0.053 -0.589 0.412 -0.622 0.270 -0.661 -0.119 0.027 | -| p4040_s | 0.103 -0.013 0.005 0.008 -0.021 1.000 0.174 -0.014 0.085 0.101 0.052 0.031 -0.007 0.141 0.004 0.093 -0.007 0.071 -0.120 0.101 -0.037 -0.006 0.023 -0.002 | -| Ctt | -0.064 0.057 -0.052 0.002 0.142 0.174 1.000 0.322 -0.079 -0.060 0.130 -0.080 0.009 -0.015 -0.001 -0.036 0.000 -0.044 -0.230 -0.085 0.153 -0.078 -0.006 0.000 | -| bplus_2 | -0.069 -0.040 0.047 -0.017 -0.034 -0.014 0.322 1.000 0.022 -0.081 -0.047 -0.004 0.166 -0.027 -0.074 -0.012 0.007 0.016 0.151 -0.042 0.023 0.000 0.054 0.017 | -| Dbar_p | 0.820 0.704 0.753 0.101 -0.673 0.085 -0.079 0.022 1.000 0.845 0.621 0.797 -0.257 0.641 0.144 0.963 -0.077 0.739 -0.530 0.779 -0.207 0.891 0.171 -0.038 | -| bplus_1 | 0.659 0.726 0.677 0.089 -0.581 0.101 -0.060 -0.081 0.845 1.000 0.599 0.740 -0.210 0.626 0.124 0.870 -0.067 0.717 -0.412 0.749 -0.164 0.816 0.168 -0.031 | -| psi2s_p | 0.581 0.505 0.554 0.073 -0.497 0.052 0.130 -0.047 0.621 0.599 1.000 0.589 -0.184 0.434 0.104 0.695 -0.054 0.584 -0.470 0.653 -0.178 0.666 0.121 -0.026 | -| p4040_p | 0.717 0.680 0.731 0.092 -0.600 0.031 -0.080 -0.004 0.797 0.740 0.589 1.000 -0.226 0.628 0.130 0.868 -0.067 0.740 -0.572 0.773 -0.052 0.851 0.150 -0.032 | -| rho_p | -0.220 -0.214 -0.202 -0.154 0.191 -0.007 0.009 0.166 -0.257 -0.210 -0.184 -0.226 1.000 -0.182 -0.079 -0.267 0.314 -0.222 0.149 -0.221 0.077 -0.252 0.164 -0.016 | -| p3770_s | 0.609 0.567 0.596 0.076 -0.509 0.141 -0.015 -0.027 0.641 0.626 0.434 0.628 -0.182 1.000 0.104 0.724 -0.055 0.520 -0.526 0.684 -0.131 0.700 0.126 -0.026 | -| phi_s | 0.118 0.118 0.117 0.592 -0.111 0.004 -0.001 -0.074 0.144 0.124 0.104 0.130 -0.079 0.104 1.000 0.153 -0.016 0.125 -0.091 0.118 -0.044 0.144 -0.010 0.011 | -| DDstar_s | 0.843 0.760 0.804 0.107 -0.709 0.093 -0.036 -0.012 0.963 0.870 0.695 0.868 -0.267 0.724 0.153 1.000 -0.078 0.812 -0.595 0.863 -0.215 0.953 0.176 -0.038 | -| omega_s | -0.077 -0.065 -0.061 -0.063 0.053 -0.007 0.000 0.007 -0.077 -0.067 -0.054 -0.067 0.314 -0.055 -0.016 -0.078 1.000 -0.066 0.034 -0.070 0.016 -0.074 -0.192 0.386 | -| p3770_p | 0.698 0.641 0.672 0.088 -0.589 0.071 -0.044 0.016 0.739 0.717 0.584 0.740 -0.222 0.520 0.125 0.812 -0.066 1.000 -0.414 0.720 -0.180 0.798 0.143 -0.032 | -| Dbar_s | -0.393 -0.632 -0.526 -0.058 0.412 -0.120 -0.230 0.151 -0.530 -0.412 -0.470 -0.572 0.149 -0.526 -0.091 -0.595 0.034 -0.414 1.000 -0.546 0.059 -0.586 -0.080 0.017 | -| jpsi_p | 0.729 0.621 0.711 0.086 -0.622 0.101 -0.085 -0.042 0.779 0.749 0.653 0.773 -0.221 0.684 0.118 0.863 -0.070 0.720 -0.546 1.000 -0.185 0.842 0.150 -0.033 | -| p4160_s | -0.154 -0.232 -0.263 -0.025 0.270 -0.037 0.153 0.023 -0.207 -0.164 -0.178 -0.052 0.077 -0.131 -0.044 -0.215 0.016 -0.180 0.059 -0.185 1.000 -0.227 -0.030 0.010 | -| p4160_p | 0.791 0.736 0.800 0.101 -0.661 -0.006 -0.078 0.000 0.891 0.816 0.666 0.851 -0.252 0.700 0.144 0.953 -0.074 0.798 -0.586 0.842 -0.227 1.000 0.166 -0.036 | -| rho_s | 0.197 0.146 0.141 -0.009 -0.119 0.023 -0.006 0.054 0.171 0.168 0.121 0.150 0.164 0.126 -0.010 0.176 -0.192 0.143 -0.080 0.150 -0.030 0.166 1.000 -0.045 | -| omega_p | -0.035 -0.032 -0.029 -0.009 0.027 -0.002 0.000 0.017 -0.038 -0.031 -0.026 -0.032 -0.016 -0.026 0.011 -0.038 0.386 -0.032 0.017 -0.033 0.010 -0.036 -0.045 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.008633926193389874}), (, {'error': 0.28076245624434826}), (, {'error': 0.31695779367699206}), (, {'error': 0.1874242055976958}), (, {'error': 0.20769789960608054}), (, {'error': 0.1248929707175182}), (, {'error': 0.10721266330003498}), (, {'error': 0.041226337437027305}), (, {'error': 0.8511267442715416}), (, {'error': 0.019164724259659205}), (, {'error': 0.03759998515902385}), (, {'error': 0.29072338237525575}), (, {'error': 0.21226493943692581}), (, {'error': 0.27401090744555123}), (, {'error': 0.8573472460687768}), (, {'error': 0.35353856217156643}), (, {'error': 0.8190444761726581}), (, {'error': 0.166928855773673}), (, {'error': 0.47000354801295335}), (, {'error': 0.043063530485017765}), (, {'error': 0.12617035744479177}), (, {'error': 0.2614056720679754}), (, {'error': 0.28496602513304725}), (, {'error': 0.2473090138478824})]) -Toy 24/25 -Time taken: 2 h, 14 min -Projected time left: 5 min, 37 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1423 (1423 total) | -| EDM = 7.9E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297259.6910634254 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 1 | DDstar_p | 2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.13 | 1.45 | | |0.126447 | 2.35355 | | -| 5 | p4040_s | 1.16 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | Ctt | -1.50 | 0.13 | | | -1.5 | 1.5 | | -| 7 | bplus_2 | 0.46 | 0.06 | | | -2 | 2 | | -| 8 | Dbar_p | -3.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 10| psi2s_p | 1.922 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4040_p | 2.96 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| rho_p | 5.93 | 0.31 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 14| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.3 | 1.5 | | | 4.19232 | 9.40768 | | -| 17| p3770_p | 3.86 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 19| jpsi_p | -1.604 | 0.030 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 21| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 22| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 23| omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 DDstar_p p4415_p phi_p p4415_s p4040_s Ctt bplus_2 Dbar_p bplus_1 psi2s_p p4040_p rho_p p3770_s phi_s DDstar_s omega_s p3770_p Dbar_s jpsi_p p4160_s p4160_p rho_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.004 0.020 0.004 -0.052 0.005 0.021 -0.409 -0.039 -0.975 -0.070 -0.087 0.079 -0.017 0.173 0.008 0.233 0.040 0.002 0.051 0.000 0.002 -0.430 0.095 | -| DDstar_p | -0.004 1.000 0.002 -0.001 0.012 -0.156 -0.000 0.107 -0.186 -0.086 0.210 0.286 0.009 0.265 -0.014 0.024 -0.007 0.247 -0.016 0.432 0.013 -0.001 0.020 0.000 | -| p4415_p | 0.020 0.002 1.000 -0.000 -0.262 0.053 -0.015 0.035 0.024 -0.023 0.031 -0.007 -0.012 -0.007 0.010 -0.007 0.004 0.002 -0.002 0.017 -0.002 -0.000 -0.009 0.000 | -| phi_p | 0.004 -0.001 -0.000 1.000 0.001 0.000 0.000 -0.007 0.000 -0.005 -0.001 0.000 0.027 0.000 0.135 0.000 0.013 -0.001 0.000 -0.005 -0.000 -0.000 0.001 0.014 | -| p4415_s | -0.052 0.012 -0.262 0.001 1.000 -0.182 0.030 -0.213 -0.105 0.093 -0.098 -0.025 0.040 0.010 -0.031 0.021 -0.006 0.004 0.007 -0.036 0.007 0.003 0.018 0.001 | -| p4040_s | 0.005 -0.156 0.053 0.000 -0.182 1.000 0.103 0.182 0.113 -0.053 0.081 -0.209 -0.005 0.103 0.005 -0.008 0.000 -0.103 -0.031 -0.067 -0.005 0.010 0.003 0.000 | -| Ctt | 0.021 -0.000 -0.015 0.000 0.030 0.103 1.000 -0.271 -0.057 0.014 0.034 -0.009 0.020 -0.064 -0.008 -0.002 0.004 -0.070 0.007 0.043 -0.003 -0.000 -0.009 0.003 | -| bplus_2 | -0.409 0.107 0.035 -0.007 -0.213 0.182 -0.271 1.000 -0.189 0.334 0.169 -0.067 -0.270 -0.088 0.043 -0.037 -0.120 -0.124 0.018 -0.016 -0.009 0.001 0.165 -0.070 | -| Dbar_p | -0.039 -0.186 0.024 0.000 -0.105 0.113 -0.057 -0.189 1.000 -0.070 0.111 -0.079 0.069 0.012 -0.058 0.014 -0.018 0.433 0.042 0.424 0.001 0.003 0.046 0.000 | -| bplus_1 | -0.975 -0.086 -0.023 -0.005 0.093 -0.053 0.014 0.334 -0.070 1.000 -0.001 0.055 -0.101 -0.020 -0.158 0.018 -0.226 -0.105 0.003 -0.124 0.000 -0.002 0.405 -0.095 | -| psi2s_p | -0.070 0.210 0.031 -0.001 -0.098 0.081 0.034 0.169 0.111 -0.001 1.000 -0.137 0.001 -0.358 -0.022 0.035 -0.024 0.143 0.043 0.108 0.002 0.003 0.046 -0.010 | -| p4040_p | -0.087 0.286 -0.007 0.000 -0.025 -0.209 -0.009 -0.067 -0.079 0.055 -0.137 1.000 0.043 0.133 -0.047 0.043 -0.021 0.127 0.040 0.082 -0.008 -0.001 0.046 -0.005 | -| rho_p | 0.079 0.009 -0.012 0.027 0.040 -0.005 0.020 -0.270 0.069 -0.101 0.001 0.043 1.000 0.043 0.070 0.001 0.140 0.028 -0.001 -0.050 0.001 -0.001 0.139 -0.008 | -| p3770_s | -0.017 0.265 -0.007 0.000 0.010 0.103 -0.064 -0.088 0.012 -0.020 -0.358 0.133 0.043 1.000 -0.034 0.013 -0.006 -0.116 0.048 0.154 0.002 -0.000 0.014 0.001 | -| phi_s | 0.173 -0.014 0.010 0.135 -0.031 0.005 -0.008 0.043 -0.058 -0.158 -0.022 -0.047 0.070 -0.034 1.000 0.002 0.112 -0.020 0.001 0.008 -0.001 0.001 -0.092 0.066 | -| DDstar_s | 0.008 0.024 -0.007 0.000 0.021 -0.008 -0.002 -0.037 0.014 0.018 0.035 0.043 0.001 0.013 0.002 1.000 0.005 0.006 -0.003 0.036 0.001 -0.001 -0.010 0.003 | -| omega_s | 0.233 -0.007 0.004 0.013 -0.006 0.000 0.004 -0.120 -0.018 -0.226 -0.024 -0.021 0.140 -0.006 0.112 0.005 1.000 -0.001 0.003 -0.026 0.000 0.000 -0.361 0.756 | -| p3770_p | 0.040 0.247 0.002 -0.001 0.004 -0.103 -0.070 -0.124 0.433 -0.105 0.143 0.127 0.028 -0.116 -0.020 0.006 -0.001 1.000 0.043 0.350 0.008 0.000 0.000 0.002 | -| Dbar_s | 0.002 -0.016 -0.002 0.000 0.007 -0.031 0.007 0.018 0.042 0.003 0.043 0.040 -0.001 0.048 0.001 -0.003 0.003 0.043 1.000 0.041 0.001 -0.000 -0.004 0.001 | -| jpsi_p | 0.051 0.432 0.017 -0.005 -0.036 -0.067 0.043 -0.016 0.424 -0.124 0.108 0.082 -0.050 0.154 0.008 0.036 -0.026 0.350 0.041 1.000 0.009 0.001 0.012 -0.020 | -| p4160_s | 0.000 0.013 -0.002 -0.000 0.007 -0.005 -0.003 -0.009 0.001 0.000 0.002 -0.008 0.001 0.002 -0.001 0.001 0.000 0.008 0.001 0.009 1.000 -0.002 -0.000 0.000 | -| p4160_p | 0.002 -0.001 -0.000 -0.000 0.003 0.010 -0.000 0.001 0.003 -0.002 0.003 -0.001 -0.001 -0.000 0.001 -0.001 0.000 0.000 -0.000 0.001 -0.002 1.000 -0.001 0.000 | -| rho_s | -0.430 0.020 -0.009 0.001 0.018 0.003 -0.009 0.165 0.046 0.405 0.046 0.046 0.139 0.014 -0.092 -0.010 -0.361 0.000 -0.004 0.012 -0.000 -0.001 1.000 -0.059 | -| omega_p | 0.095 0.000 0.000 0.014 0.001 0.000 0.003 -0.070 0.000 -0.095 -0.010 -0.005 -0.008 0.001 0.066 0.003 0.756 0.002 0.001 -0.020 0.000 0.000 -0.059 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.034617104484906625}), (, {'error': 0.3627062981315854}), (, {'error': 0.5522222414378448}), (, {'error': 0.07756283286863397}), (, {'error': 1.4482239852847603}), (, {'error': 0.1590824406964142}), (, {'error': 0.13185601792509005}), (, {'error': 0.058212738789074736}), (, {'error': 0.34610634504017135}), (, {'error': 0.0622078722717232}), (, {'error': 0.031101412075305035}), (, {'error': 0.1309622574827607}), (, {'error': 0.309272265689323}), (, {'error': 0.2343726215458708}), (, {'error': 0.9028906449175942}), (, {'error': 0.02980654703225674}), (, {'error': 1.5302740349634485}), (, {'error': 0.10246526011042434}), (, {'error': 0.031877517587974025}), (, {'error': 0.02969527133053962}), (, {'error': 0.013610625776906804}), (, {'error': 0.011157072156422476}), (, {'error': 0.3591131910033779}), (, {'error': 0.3581150960270154})]) -Toy 25/25 -Time taken: 2 h, 21 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.35686389339072966 -Mean Ctt error = 0.18766513159592943 -95 Sensitivy = 0.00029583289358210707 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247859.out b/finished fits/ff1data1/slurm-2247859.out deleted file mode 100644 index 3126549..0000000 --- a/finished fits/ff1data1/slurm-2247859.out +++ /dev/null @@ -1,4923 +0,0 @@ -Simulation starting -2019-09-05 16:52:50.128700: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:52:52.168180: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:07:00.0 -2019-09-05 16:52:52.169036: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:52.173843: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:52.176754: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:52.177597: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:52.181566: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:52.185053: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:52.193096: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:52.261463: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:52.263122: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:52:52.297054: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:52:52.297559: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x555b56029300 executing computations on platform Host. Devices: -2019-09-05 16:52:52.297605: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:52:52.319387: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:07:00.0 -2019-09-05 16:52:52.319517: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:52.319554: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:52.319584: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:52.319613: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:52.319641: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:52.319670: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:52.319710: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:52.369471: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:52.369700: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:54.192838: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:52:54.192895: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:52:54.192914: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:52:54.299404: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:07:00.0, compute capability: 3.7) -2019-09-05 16:52:54.304549: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x555b565857f0 executing computations on platform CUDA. Devices: -2019-09-05 16:52:54.304610: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:52:57.290430 140337426089728 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:52:57.349711 140337426089728 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:52:57.857679 140337426089728 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:53:32.137365: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:53:41.370334 140337426089728 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334747.2361738 Edm = 258.51 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334747.2361738 Edm = 258.51 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 334662.8272222 Edm = 35.5698 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 320667.8377556 Edm = 3838.77 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 309424.0992338 Edm = 1.26653e+08 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 307353.4344952 Edm = 7.59686e+07 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299637.7710496 Edm = 7.20197e+06 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 299637.7710496 Edm = 7.20197e+06 NCalls = 46 -VariableMetric: After Hessian - FCN = 299637.7710496 Edm = 1.71682e+07 NCalls = 545 -VariableMetric: Iteration # 7 - FCN = 299637.7710496 Edm = 1.71682e+07 NCalls = 545 -VariableMetric: Iteration # 8 - FCN = 299637.7710496 Edm = 1.71682e+07 NCalls = 556 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309450.6254405 Edm = 24.3635 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309450.6254405 Edm = 24.3635 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305876.6423311 Edm = 6.23479 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 305851.6094111 Edm = 10.698 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305782.2056025 Edm = 75.95 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298683.9135509 Edm = 92.5651 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298104.7323397 Edm = 829.681 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297697.8928034 Edm = 121.927 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297617.471278 Edm = 1.80065 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297615.7652435 Edm = 0.308835 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297614.8413203 Edm = 0.645228 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297524.3912517 Edm = 5.62512 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297517.7531444 Edm = 0.0397389 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297517.5984845 Edm = 0.101429 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297512.6714986 Edm = 4.05565 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297367.0485238 Edm = 22.6336 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297330.3945148 Edm = 4.80453 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297324.1079383 Edm = 3.937 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297318.8505735 Edm = 0.0593508 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297318.7710588 Edm = 0.0108417 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297318.7379468 Edm = 0.0147119 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297318.2354453 Edm = 0.581681 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297317.4611679 Edm = 0.739213 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297272.2643691 Edm = 4.76363 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297269.5455341 Edm = 0.320653 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297269.2535946 Edm = 0.0203157 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297269.2240452 Edm = 0.00586442 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297269.1618156 Edm = 0.0544502 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297259.1578408 Edm = 6.58886 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297236.1232289 Edm = 3.40325 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297230.0520399 Edm = 1.15021 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297228.6593685 Edm = 1.09964 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297227.742856 Edm = 0.0882953 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297227.6524603 Edm = 0.00782633 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297227.6447456 Edm = 0.00218998 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297227.632904 Edm = 0.00752209 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297227.282014 Edm = 0.30583 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297203.4859847 Edm = 11.2771 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297192.8525511 Edm = 1.64742 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297191.583257 Edm = 0.401178 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297191.4092886 Edm = 0.0490625 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297191.3759685 Edm = 0.00140442 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297191.3731001 Edm = 0.00182796 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297191.3523219 Edm = 0.0181164 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297191.2044111 Edm = 0.0756147 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297190.1223164 Edm = 1.12516 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297186.821688 Edm = 2.91035 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297181.9963349 Edm = 1.66653 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297180.0664933 Edm = 1.15323 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297178.2820566 Edm = 0.143695 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297178.1412307 Edm = 0.00790421 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297178.1326523 Edm = 0.000289807 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297178.1316509 Edm = 0.000490202 NCalls = 157 -VariableMetric: Iteration # 52 - FCN = 297178.1161878 Edm = 0.0196181 NCalls = 161 -VariableMetric: Iteration # 53 - FCN = 297177.9623632 Edm = 0.152577 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297177.9590056 Edm = 0.00261055 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297177.2254073 Edm = 0.687521 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297175.4249748 Edm = 0.209591 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297175.2257085 Edm = 0.00345074 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297175.2225695 Edm = 0.000173689 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297175.222246 Edm = 0.000277252 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297175.2194669 Edm = 0.00314064 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297175.0860112 Edm = 0.055984 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297174.2961199 Edm = 0.310412 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297173.5440818 Edm = 0.023286 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297173.5172153 Edm = 0.000261623 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297173.5169364 Edm = 4.34894e-05 NCalls = 202 -VariableMetric: After Hessian - FCN = 297173.5169364 Edm = 408.499 NCalls = 677 -VariableMetric: Iteration # 66 - FCN = 297173.5169364 Edm = 408.499 NCalls = 677 -VariableMetric: Iteration # 67 - FCN = 297172.3831596 Edm = 1334.73 NCalls = 684 -VariableMetric: Iteration # 68 - FCN = 297172.3790745 Edm = 526.044 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297172.1564957 Edm = 11185.6 NCalls = 694 -VariableMetric: Iteration # 70 - FCN = 297171.8431722 Edm = 830.494 NCalls = 698 -VariableMetric: Iteration # 71 - FCN = 297171.8154311 Edm = 890.412 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297171.7383805 Edm = 71.6805 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297171.737981 Edm = 243.892 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297171.6666645 Edm = 44.5169 NCalls = 712 -VariableMetric: Iteration # 75 - FCN = 297171.4204205 Edm = 99.8443 NCalls = 715 -VariableMetric: Iteration # 76 - FCN = 297171.2963599 Edm = 143.804 NCalls = 718 -VariableMetric: Iteration # 77 - FCN = 297171.119569 Edm = 204.204 NCalls = 721 -VariableMetric: Iteration # 78 - FCN = 297170.0511167 Edm = 34.8166 NCalls = 723 -VariableMetric: Iteration # 79 - FCN = 297169.5513551 Edm = 480.692 NCalls = 725 -VariableMetric: Iteration # 80 - FCN = 297168.851904 Edm = 93.6835 NCalls = 727 -VariableMetric: Iteration # 81 - FCN = 297168.2430685 Edm = 20.1282 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297167.782549 Edm = 4.87067 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297167.5357911 Edm = 1.83248 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297167.3934417 Edm = 12.0284 NCalls = 735 -VariableMetric: Iteration # 85 - FCN = 297166.3495562 Edm = 16.6295 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297165.5779893 Edm = 4.40391 NCalls = 739 -VariableMetric: Iteration # 87 - FCN = 297165.3266885 Edm = 2.54672 NCalls = 741 -VariableMetric: Iteration # 88 - FCN = 297165.2151908 Edm = 0.545186 NCalls = 743 -VariableMetric: Iteration # 89 - FCN = 297165.1580068 Edm = 0.7856 NCalls = 745 -VariableMetric: Iteration # 90 - FCN = 297165.0375047 Edm = 0.24106 NCalls = 747 -VariableMetric: Iteration # 91 - FCN = 297164.9254837 Edm = 0.199396 NCalls = 749 -VariableMetric: Iteration # 92 - FCN = 297164.8372673 Edm = 0.0600023 NCalls = 751 -VariableMetric: Iteration # 93 - FCN = 297164.8093326 Edm = 0.0379004 NCalls = 753 -VariableMetric: Iteration # 94 - FCN = 297164.7854795 Edm = 0.0317807 NCalls = 756 -VariableMetric: Iteration # 95 - FCN = 297164.7668473 Edm = 0.0133276 NCalls = 758 -VariableMetric: Iteration # 96 - FCN = 297164.7431146 Edm = 0.0129314 NCalls = 761 -VariableMetric: Iteration # 97 - FCN = 297164.7171223 Edm = 0.0153134 NCalls = 764 -VariableMetric: Iteration # 98 - FCN = 297164.6978918 Edm = 0.0179115 NCalls = 767 -VariableMetric: Iteration # 99 - FCN = 297164.682345 Edm = 0.0115628 NCalls = 769 -VariableMetric: Iteration # 100 - FCN = 297164.6730823 Edm = 0.00834737 NCalls = 771 -VariableMetric: Iteration # 101 - FCN = 297164.6615733 Edm = 0.0138894 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297164.6482027 Edm = 0.0155981 NCalls = 775 -VariableMetric: Iteration # 103 - FCN = 297164.6200971 Edm = 0.0189784 NCalls = 779 -VariableMetric: Iteration # 104 - FCN = 297164.611659 Edm = 0.0130596 NCalls = 782 -VariableMetric: Iteration # 105 - FCN = 297164.5905232 Edm = 0.0155655 NCalls = 785 -VariableMetric: Iteration # 106 - FCN = 297164.5666912 Edm = 0.0174452 NCalls = 788 -VariableMetric: Iteration # 107 - FCN = 297164.5494311 Edm = 0.00749187 NCalls = 791 -VariableMetric: Iteration # 108 - FCN = 297164.5348998 Edm = 0.00701174 NCalls = 793 -VariableMetric: Iteration # 109 - FCN = 297164.5262584 Edm = 0.0107046 NCalls = 796 -VariableMetric: Iteration # 110 - FCN = 297164.5191708 Edm = 0.0066649 NCalls = 798 -VariableMetric: Iteration # 111 - FCN = 297164.5095013 Edm = 0.00552561 NCalls = 801 -VariableMetric: Iteration # 112 - FCN = 297164.5023824 Edm = 0.0099264 NCalls = 803 -VariableMetric: Iteration # 113 - FCN = 297164.4928794 Edm = 0.00775329 NCalls = 805 -VariableMetric: Iteration # 114 - FCN = 297164.4798676 Edm = 0.0194541 NCalls = 809 -VariableMetric: Iteration # 115 - FCN = 297164.4721083 Edm = 0.0058165 NCalls = 812 -VariableMetric: Iteration # 116 - FCN = 297164.4622964 Edm = 0.00672698 NCalls = 816 -VariableMetric: Iteration # 117 - FCN = 297164.4556785 Edm = 0.00811927 NCalls = 817 -VariableMetric: Iteration # 118 - FCN = 297164.448743 Edm = 0.00343816 NCalls = 820 -VariableMetric: Iteration # 119 - FCN = 297164.4427653 Edm = 0.00437369 NCalls = 822 -VariableMetric: Iteration # 120 - FCN = 297164.437971 Edm = 0.006782 NCalls = 824 -VariableMetric: Iteration # 121 - FCN = 297164.4292672 Edm = 0.00401564 NCalls = 828 -VariableMetric: Iteration # 122 - FCN = 297164.4230122 Edm = 0.00746722 NCalls = 831 -VariableMetric: Iteration # 123 - FCN = 297164.4185876 Edm = 0.00156428 NCalls = 833 -VariableMetric: Iteration # 124 - FCN = 297164.4171118 Edm = 0.000695077 NCalls = 834 -VariableMetric: Iteration # 125 - FCN = 297164.4164969 Edm = 0.000306812 NCalls = 836 -VariableMetric: Iteration # 126 - FCN = 297164.4156838 Edm = 0.000376099 NCalls = 838 -VariableMetric: Iteration # 127 - FCN = 297164.414906 Edm = 0.000187 NCalls = 840 -VariableMetric: Iteration # 128 - FCN = 297164.4146434 Edm = 9.77342e-05 NCalls = 842 -VariableMetric: Iteration # 129 - FCN = 297164.4142698 Edm = 0.000185007 NCalls = 845 -VariableMetric: Iteration # 130 - FCN = 297164.4134846 Edm = 0.000358995 NCalls = 847 -VariableMetric: Iteration # 131 - FCN = 297164.4119737 Edm = 0.000899816 NCalls = 849 -VariableMetric: Iteration # 132 - FCN = 297164.4109248 Edm = 0.00207409 NCalls = 852 -VariableMetric: Iteration # 133 - FCN = 297164.406532 Edm = 0.00181627 NCalls = 856 -VariableMetric: Iteration # 134 - FCN = 297164.4042105 Edm = 0.00339037 NCalls = 857 -VariableMetric: Iteration # 135 - FCN = 297164.4028035 Edm = 0.000838616 NCalls = 859 -VariableMetric: Iteration # 136 - FCN = 297164.4021708 Edm = 0.000249889 NCalls = 861 -VariableMetric: Iteration # 137 - FCN = 297164.4019848 Edm = 2.28988e-05 NCalls = 863 -VariableMetric: After Hessian - FCN = 297164.4019848 Edm = 0.00544428 NCalls = 1344 -VariableMetric: Iteration # 138 - FCN = 297164.4019848 Edm = 0.00544428 NCalls = 1344 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307071.1846097 Edm = 16.7604 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307071.1846097 Edm = 16.7604 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302001.0199096 Edm = 2.62901 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301975.6211598 Edm = 12.9216 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301967.9325053 Edm = 4.40645 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 301546.0096576 Edm = 213.729 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300384.8273283 Edm = 112.174 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 300284.2128342 Edm = 0.52429 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300282.952702 Edm = 0.854302 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300277.5154063 Edm = 4.10918 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298482.6023662 Edm = 285.164 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298283.7315528 Edm = 392.243 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298147.1824781 Edm = 287.291 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297874.5981452 Edm = 39.3265 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297836.1223648 Edm = 6.33826 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297830.9854647 Edm = 0.052626 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297829.9706949 Edm = 0.913713 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297820.3634868 Edm = 15.1895 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297771.2599616 Edm = 28.8983 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297690.8943248 Edm = 1.38015 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297689.8103967 Edm = 0.0907771 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297689.6905708 Edm = 0.0243971 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297688.3445847 Edm = 1.46121 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297659.1832572 Edm = 20.7752 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297658.7977528 Edm = 0.0341452 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297658.713847 Edm = 0.0868933 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297625.6272582 Edm = 12.1775 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297582.7617825 Edm = 30.2267 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297558.3552073 Edm = 8.54309 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297552.8436114 Edm = 0.57905 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297552.3630572 Edm = 0.0784617 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297552.282722 Edm = 0.0754152 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297551.8814446 Edm = 0.463873 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297515.639104 Edm = 20.4721 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297437.1332787 Edm = 14.5591 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297423.6617429 Edm = 1.13784 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297421.9668792 Edm = 0.401798 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297420.9225528 Edm = 0.257301 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297419.9959535 Edm = 0.120274 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297419.7161301 Edm = 0.123153 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297419.4508413 Edm = 0.106575 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297419.1894331 Edm = 0.0446891 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297419.1138186 Edm = 0.0491289 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297419.0892551 Edm = 0.00973615 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297419.0275432 Edm = 0.0438236 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297417.8461117 Edm = 0.849936 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297413.6054704 Edm = 3.82694 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297409.1386033 Edm = 9.85206 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297398.2825282 Edm = 2.45829 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297394.3804292 Edm = 0.351653 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297393.287451 Edm = 0.268427 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297392.932748 Edm = 0.116167 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297392.7382423 Edm = 0.0124614 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297392.7227768 Edm = 0.00348665 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297392.7081209 Edm = 0.00705654 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297392.611822 Edm = 0.0673087 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297392.1085143 Edm = 0.419783 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297385.9091346 Edm = 5.99224 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297378.3234011 Edm = 10.3111 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297369.8300896 Edm = 4.671 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297363.3418339 Edm = 1.67252 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297362.2204177 Edm = 0.327103 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297361.8814592 Edm = 0.029753 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297361.8489155 Edm = 0.00417194 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297361.8432966 Edm = 0.00121505 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297361.8277269 Edm = 0.0139029 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297361.5398286 Edm = 0.391987 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297360.8439089 Edm = 0.485886 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297355.6695155 Edm = 4.13221 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297344.5069929 Edm = 1.37112 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297342.9313295 Edm = 0.307639 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297342.6992153 Edm = 0.0801308 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297342.6234707 Edm = 0.0101871 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297342.6127921 Edm = 0.00113877 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297342.6095409 Edm = 0.00199199 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297342.5892444 Edm = 0.0157895 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297342.0554724 Edm = 0.533079 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297335.9978545 Edm = 2.17684 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297333.7664681 Edm = 0.303082 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297333.5131738 Edm = 0.0114446 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297333.5030146 Edm = 0.000786439 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297333.502137 Edm = 0.000183841 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297333.5013731 Edm = 0.000434647 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297333.4937908 Edm = 0.00555635 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297333.3859042 Edm = 0.0882606 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297331.8181868 Edm = 0.45542 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297331.1998278 Edm = 0.0240981 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297331.1771461 Edm = 0.000416259 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297331.1766527 Edm = 0.000118376 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297331.1752104 Edm = 0.00142787 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297331.1723977 Edm = 0.00267249 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297329.5368014 Edm = 0.632423 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297328.5887831 Edm = 0.0975652 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297328.5158516 Edm = 0.0108233 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297328.5067207 Edm = 0.000291948 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297328.5064358 Edm = 3.76037e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297328.5064358 Edm = 18906.3 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297328.5064358 Edm = 18906.3 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297324.010121 Edm = 1910.52 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297323.6960822 Edm = 0.207474 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297322.3790489 Edm = 0.134736 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297321.4902276 Edm = 0.252288 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297321.1009647 Edm = 0.156818 NCalls = 793 -VariableMetric: Iteration # 101 - FCN = 297317.9617431 Edm = 1.24249 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297316.8571861 Edm = 1.40192 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297314.4894648 Edm = 2.14944 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297313.4746153 Edm = 1.20156 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297312.77929 Edm = 0.371824 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297312.0434348 Edm = 0.486661 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297311.1042235 Edm = 0.130324 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297310.8700087 Edm = 0.0809893 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297310.5375274 Edm = 0.0503485 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297310.4501143 Edm = 0.0188533 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297310.387157 Edm = 0.0169603 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297310.3488454 Edm = 0.00599738 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297310.3371637 Edm = 0.00749853 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297310.3056398 Edm = 0.00387675 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297310.2976798 Edm = 0.00217721 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297310.2923132 Edm = 0.000563834 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297310.2905258 Edm = 0.00117358 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297310.2852049 Edm = 0.000650223 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297310.2829338 Edm = 0.00125994 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297310.2740766 Edm = 0.00111132 NCalls = 842 -VariableMetric: Iteration # 121 - FCN = 297310.267344 Edm = 0.00373608 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297310.257209 Edm = 0.00110471 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297310.2390192 Edm = 0.00850654 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297310.2201069 Edm = 0.00165704 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297310.203247 Edm = 0.00629491 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297310.1924629 Edm = 0.0013013 NCalls = 858 -VariableMetric: Iteration # 127 - FCN = 297310.1809497 Edm = 0.00603091 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297310.1678088 Edm = 0.000489748 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297310.1660085 Edm = 0.00111327 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297310.1611378 Edm = 8.2749e-05 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297310.1610295 Edm = 1.96008e-05 NCalls = 869 -VariableMetric: After Hessian - FCN = 297310.1610295 Edm = 0.000658549 NCalls = 1358 -VariableMetric: Iteration # 132 - FCN = 297310.1610295 Edm = 0.000658549 NCalls = 1358 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318589.5472808 Edm = 39.7599 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318589.5472808 Edm = 39.7599 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302597.0812484 Edm = 2.87939 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302025.8364098 Edm = 1.65275 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 302022.4631289 Edm = 5.5429 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301646.4756289 Edm = 108.39 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301312.2873518 Edm = 12.2733 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 301306.8465906 Edm = 2.83766 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 301303.7890721 Edm = 0.993471 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299048.6271494 Edm = 52.1111 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299048.6271494 Edm = 52.1111 NCalls = 51 -VariableMetric: After Hessian - FCN = 299048.6271494 Edm = 1.58602e+07 NCalls = 526 -VariableMetric: Iteration # 10 - FCN = 299048.6271494 Edm = 1.58602e+07 NCalls = 526 -VariableMetric: Iteration # 11 - FCN = 299048.6271494 Edm = 1.58602e+07 NCalls = 537 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 349309.1439007 Edm = 4358.22 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 349309.1439007 Edm = 4358.22 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 324063.0431778 Edm = 251.245 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 303083.7588676 Edm = 11.9152 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303004.1307566 Edm = 618.666 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302890.9044017 Edm = 22.2188 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 302878.2959807 Edm = 5.04451 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 301858.0700735 Edm = 281.803 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 300627.6035672 Edm = 98.8391 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 300426.6291511 Edm = 656.697 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 299590.901599 Edm = 364.69 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 299321.0616389 Edm = 23.5587 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 299307.0123325 Edm = 0.229386 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 299306.0655756 Edm = 0.374245 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 299067.0539032 Edm = 259.95 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298588.8315875 Edm = 25.9549 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298528.2018616 Edm = 75.4974 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 298503.9763851 Edm = 3.55713 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 298497.0509688 Edm = 1.7828 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 298491.7347967 Edm = 5.29669 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 298445.399443 Edm = 37.7123 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297850.0101319 Edm = 131.749 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297742.0016091 Edm = 29.3903 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297708.9543709 Edm = 1.54939 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297707.4054709 Edm = 0.0386594 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297707.300796 Edm = 0.0867207 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297702.7287112 Edm = 4.68283 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297700.6155272 Edm = 2.05649 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297550.498132 Edm = 11.6928 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297533.6232003 Edm = 2.09038 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297531.3276137 Edm = 0.44518 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297530.5242029 Edm = 0.0465704 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297530.462712 Edm = 0.00523697 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297530.4350682 Edm = 0.023617 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297526.8377394 Edm = 3.31047 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297501.1572015 Edm = 6.34002 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297497.2263973 Edm = 0.707702 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297496.2252954 Edm = 0.194011 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297495.8650233 Edm = 0.0956041 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297495.7654326 Edm = 0.00787375 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297495.751033 Edm = 0.00225863 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297495.7361558 Edm = 0.0103272 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297493.6398188 Edm = 1.90217 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297475.8524135 Edm = 0.626076 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297475.0392389 Edm = 0.107472 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297474.8877061 Edm = 0.00574389 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297474.8839121 Edm = 0.00261726 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297474.8813658 Edm = 0.000344212 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297474.8795043 Edm = 0.00126697 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297474.8134354 Edm = 0.0637214 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297471.0921358 Edm = 0.912941 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297469.8683779 Edm = 0.137187 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297469.7481713 Edm = 0.0156735 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297469.7310887 Edm = 0.00245292 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297469.7285144 Edm = 0.000420467 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297469.7276133 Edm = 0.000737803 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297469.7178931 Edm = 0.0103691 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297469.3438012 Edm = 0.0901357 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297467.5860012 Edm = 0.988846 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297464.9145096 Edm = 2.1104 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297463.6122815 Edm = 1.36292 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297462.2197141 Edm = 0.237735 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297461.5855628 Edm = 0.245703 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297461.1972859 Edm = 0.15084 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297461.0490762 Edm = 0.0276558 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297461.0234094 Edm = 0.0480224 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297461.0101873 Edm = 0.00157049 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297461.0064651 Edm = 0.00156266 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297460.953165 Edm = 0.0490376 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297460.4351243 Edm = 0.529194 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297459.9312629 Edm = 1.0844 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297459.6908246 Edm = 0.393145 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297454.4052362 Edm = 5.62231 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297453.9558528 Edm = 0.7897 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297453.7212686 Edm = 1.21999 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297452.2382495 Edm = 1.35303 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297447.5218443 Edm = 5.46896 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297441.1878437 Edm = 4.54114 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297438.2987976 Edm = 0.557188 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297437.4935067 Edm = 0.57957 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297437.009311 Edm = 0.202659 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297436.7769319 Edm = 0.119131 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297436.6919481 Edm = 0.0127234 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297436.6757099 Edm = 0.00213126 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297436.6719964 Edm = 0.000196963 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297436.6716054 Edm = 0.000113191 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297436.6697382 Edm = 0.000908285 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297436.6621724 Edm = 0.00497971 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297435.7561609 Edm = 0.886865 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297430.5371383 Edm = 1.80047 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297429.0778768 Edm = 0.288973 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297428.8442617 Edm = 0.0399012 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297428.812122 Edm = 0.00261744 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297428.809782 Edm = 0.000436157 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297428.8092127 Edm = 0.000306673 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297428.8044607 Edm = 0.00500347 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297428.6214226 Edm = 0.146783 NCalls = 316 -VariableMetric: Iteration # 96 - FCN = 297428.6180858 Edm = 0.000171237 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297428.6161905 Edm = 0.00179644 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297428.4841723 Edm = 0.132028 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297428.4827226 Edm = 0.00122797 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297428.2514423 Edm = 0.213702 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297424.7199491 Edm = 2.56692 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297422.7771309 Edm = 0.230138 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297422.5810479 Edm = 0.0310179 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297422.5498819 Edm = 0.00689419 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297422.5422696 Edm = 0.000822795 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297422.5415263 Edm = 0.000152016 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297422.5408539 Edm = 0.000522198 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297422.5359328 Edm = 0.0040387 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297422.4284973 Edm = 0.0757567 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297421.3108899 Edm = 0.3974 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297420.6447802 Edm = 0.0286942 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297420.6126318 Edm = 0.00193145 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297420.6103256 Edm = 0.000236105 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297420.6100998 Edm = 6.79157e-05 NCalls = 369 -VariableMetric: After Hessian - FCN = 297420.6100998 Edm = 1.73449 NCalls = 846 -VariableMetric: Iteration # 115 - FCN = 297420.6100998 Edm = 1.73449 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297419.3706837 Edm = 0.88637 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297419.1566446 Edm = 0.260069 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297419.0166559 Edm = 0.0437296 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297418.9667185 Edm = 0.0121616 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297418.9527136 Edm = 0.00513273 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 297418.9454002 Edm = 0.00110231 NCalls = 858 -VariableMetric: Iteration # 122 - FCN = 297418.944001 Edm = 0.000185355 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297418.9438041 Edm = 2.34142e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297418.9438041 Edm = 2.84423e-05 NCalls = 1353 -VariableMetric: Iteration # 124 - FCN = 297418.9438041 Edm = 2.84423e-05 NCalls = 1353 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326023.9839962 Edm = 205.525 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326023.9839962 Edm = 205.525 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306699.8792436 Edm = 21.0142 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302631.7056023 Edm = 894.488 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 302597.5083526 Edm = 9.26723 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 302592.4888366 Edm = 5.00811 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 302462.287425 Edm = 102.085 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298758.9920506 Edm = 204.84 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 298491.1532788 Edm = 280.29 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298174.8902376 Edm = 19.424 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298163.7993435 Edm = 1.59889 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298160.6766987 Edm = 1.9976 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297641.6087549 Edm = 164.332 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297489.0143057 Edm = 18.367 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297478.7471977 Edm = 0.373709 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297478.122588 Edm = 0.0463295 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297477.9287573 Edm = 0.107481 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297463.2749458 Edm = 4.1313 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297457.0227764 Edm = 0.100791 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297453.9128777 Edm = 2.76169 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297400.4735903 Edm = 1.76011 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297398.6140415 Edm = 0.0756428 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297398.0760552 Edm = 0.36269 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297376.4761168 Edm = 15.7256 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297302.4118171 Edm = 3.82281 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297298.8783396 Edm = 0.111849 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297298.7339971 Edm = 0.00761249 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297298.7087998 Edm = 0.0148398 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297298.0546757 Edm = 0.502444 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297278.5598356 Edm = 6.66234 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297267.2028489 Edm = 0.117242 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297267.0908794 Edm = 0.00432951 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297267.0796462 Edm = 0.00786096 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297265.5016375 Edm = 1.73345 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297265.4688115 Edm = 0.0306391 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297260.9375186 Edm = 0.593075 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297241.6846225 Edm = 7.09771 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297227.6728617 Edm = 4.64467 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297222.8103282 Edm = 1.64923 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297221.4277704 Edm = 0.054176 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297221.3771662 Edm = 0.00563375 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297221.3701214 Edm = 0.0021644 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297221.3554668 Edm = 0.0140626 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297220.446864 Edm = 1.01631 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297220.3827289 Edm = 0.0631978 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297217.5708496 Edm = 0.876404 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297213.2914301 Edm = 7.43084 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297210.6116842 Edm = 2.07687 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297206.7981393 Edm = 0.636908 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297205.343856 Edm = 0.937674 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297204.4677664 Edm = 2.01386 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297203.2137483 Edm = 0.340537 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297202.832612 Edm = 0.221299 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297202.6286842 Edm = 0.122455 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297202.4850493 Edm = 0.0373093 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297202.4405014 Edm = 0.00283126 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297202.4370308 Edm = 0.000708493 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297202.4305482 Edm = 0.00535985 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297202.190853 Edm = 0.250188 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297201.241548 Edm = 0.884861 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297196.8140299 Edm = 11.2716 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297195.6102279 Edm = 0.88384 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297194.6544537 Edm = 1.12527 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297193.1250773 Edm = 0.638845 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297192.6730687 Edm = 0.473497 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297192.4360976 Edm = 0.091734 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297192.3539228 Edm = 0.0110393 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297192.3430485 Edm = 0.00736988 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297192.3088001 Edm = 0.0406486 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297192.2119469 Edm = 0.0725108 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297192.0450674 Edm = 0.118495 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297191.8427781 Edm = 0.137602 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297191.718045 Edm = 0.0230991 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297191.6885369 Edm = 0.0117988 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297191.6149989 Edm = 0.0642304 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297191.1800139 Edm = 0.249928 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297190.7398499 Edm = 0.794481 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297185.8261638 Edm = 4.42681 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297185.4466912 Edm = 0.832445 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297184.1818411 Edm = 1.73676 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297183.7229871 Edm = 1.39615 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297181.4611882 Edm = 3.98178 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297178.5436803 Edm = 3.45727 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297175.3939197 Edm = 0.653436 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297174.9501805 Edm = 0.0582459 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297174.8908085 Edm = 0.0088521 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297174.8832098 Edm = 0.00117163 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297174.8810074 Edm = 0.000521844 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297174.8797558 Edm = 0.000208614 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297174.8787104 Edm = 0.000989995 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297174.8706605 Edm = 0.00531958 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297174.8535396 Edm = 0.00157358 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297174.850692 Edm = 0.000442144 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297174.8502138 Edm = 0.000718992 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297174.8497482 Edm = 5.50654e-05 NCalls = 295 -VariableMetric: After Hessian - FCN = 297174.8497482 Edm = 2.46345 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297174.8497482 Edm = 2.46345 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297172.4578993 Edm = 0.875189 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297172.0829354 Edm = 0.728253 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 297171.9789459 Edm = 0.220102 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297171.8547346 Edm = 0.182024 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297171.7113652 Edm = 0.261649 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297170.9870117 Edm = 4.43259 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297170.8874993 Edm = 0.137707 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297170.4857836 Edm = 0.582968 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297170.2479117 Edm = 0.342197 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297170.2084164 Edm = 0.549908 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297170.0418648 Edm = 0.111449 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297169.9109499 Edm = 0.0893466 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297169.6862488 Edm = 0.135818 NCalls = 812 -VariableMetric: Iteration # 108 - FCN = 297169.4800147 Edm = 0.12875 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297169.3727365 Edm = 0.0817812 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297169.3426951 Edm = 0.0771361 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297169.2819272 Edm = 0.0181302 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297169.2523099 Edm = 0.00378546 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297169.2461394 Edm = 0.00275723 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297169.2412137 Edm = 0.0029818 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297169.1267495 Edm = 0.0559567 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297169.1222129 Edm = 0.0930952 NCalls = 837 -VariableMetric: Iteration # 117 - FCN = 297169.0876793 Edm = 0.0105575 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297169.0752736 Edm = 0.003223 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297168.7449067 Edm = 2.96883 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297168.7431427 Edm = 0.0373147 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297168.373176 Edm = 0.774495 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297168.3696014 Edm = 0.00445043 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297168.2743616 Edm = 0.141471 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297168.2181549 Edm = 0.0496221 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297167.36604 Edm = 1.30159 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297167.2815861 Edm = 0.182182 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297167.1108998 Edm = 0.259304 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297166.561416 Edm = 0.576896 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297165.6968846 Edm = 1.58888 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297165.4494638 Edm = 0.1895 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297165.1911077 Edm = 0.520905 NCalls = 892 -VariableMetric: Iteration # 132 - FCN = 297165.0066613 Edm = 0.110415 NCalls = 895 -VariableMetric: Iteration # 133 - FCN = 297164.8917838 Edm = 0.0241859 NCalls = 897 -VariableMetric: Iteration # 134 - FCN = 297164.8693315 Edm = 0.00677453 NCalls = 899 -VariableMetric: Iteration # 135 - FCN = 297164.8619052 Edm = 0.00224579 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297164.8596244 Edm = 0.000621102 NCalls = 902 -VariableMetric: Iteration # 137 - FCN = 297164.858691 Edm = 0.000369631 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297164.8576741 Edm = 0.000340287 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297164.8565085 Edm = 0.000465805 NCalls = 908 -VariableMetric: Iteration # 140 - FCN = 297164.856048 Edm = 0.000171263 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297164.8557943 Edm = 2.5857e-05 NCalls = 912 -VariableMetric: After Hessian - FCN = 297164.8557943 Edm = 0.00852068 NCalls = 1403 -VariableMetric: Iteration # 142 - FCN = 297164.8557943 Edm = 0.00852068 NCalls = 1403 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323177.5797522 Edm = 487.704 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323177.5797522 Edm = 487.704 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 322856.1932961 Edm = 15.0456 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 306220.082892 Edm = 6360.91 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303166.7794109 Edm = 2.33785e+07 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 303166.7794109 Edm = 2.33785e+07 NCalls = 34 -VariableMetric: After Hessian - FCN = 303166.7794109 Edm = 1.84026e+08 NCalls = 531 -VariableMetric: Iteration # 5 - FCN = 303166.7794109 Edm = 1.84026e+08 NCalls = 531 -VariableMetric: Iteration # 6 - FCN = 301047.3444825 Edm = 7.61265e+07 NCalls = 537 -VariableMetric: Iteration # 7 - FCN = 297784.2863798 Edm = 1.68795e+07 NCalls = 548 -VariableMetric: Iteration # 8 - FCN = 297784.2863798 Edm = 1.68795e+07 NCalls = 559 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322126.8457894 Edm = 45.7426 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322126.8457894 Edm = 45.7426 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299106.8357198 Edm = 10.419 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298705.6280905 Edm = 253.861 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298657.0622533 Edm = 26.5588 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298515.4469649 Edm = 278.394 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298429.3164598 Edm = 64.9131 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298269.3493762 Edm = 1.32462 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298263.7638056 Edm = 7.16004 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298225.9249088 Edm = 28.6237 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297922.7859342 Edm = 0.750466 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297921.0047246 Edm = 0.132981 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297920.1805809 Edm = 0.143889 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297919.7101099 Edm = 0.110277 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297905.9516405 Edm = 10.2095 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297824.8865471 Edm = 11.4233 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297805.5026255 Edm = 1.82133 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297804.4897416 Edm = 0.15943 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297804.1962883 Edm = 0.174999 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297790.7470111 Edm = 19.6543 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297790.2677438 Edm = 0.419451 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297776.7100066 Edm = 17.6763 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297775.9199598 Edm = 0.749709 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297758.4609837 Edm = 19.7796 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297757.0107235 Edm = 1.38875 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297655.595312 Edm = 16.5157 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297597.0408172 Edm = 4.73625 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297587.5055702 Edm = 1.27962 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297585.428564 Edm = 0.25124 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297584.9232965 Edm = 0.0478788 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297584.7944974 Edm = 0.0212998 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297584.5725447 Edm = 0.0727434 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297583.6567238 Edm = 0.596724 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297566.9600192 Edm = 11.3857 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297537.7183207 Edm = 1.98354 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297535.0804177 Edm = 0.580864 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297533.6664329 Edm = 0.144742 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297533.4687032 Edm = 0.0203967 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297533.4192808 Edm = 0.0302295 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297533.2368744 Edm = 0.306708 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297533.0385374 Edm = 0.182105 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297489.6987314 Edm = 10.656 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297479.6929157 Edm = 3.98986 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297478.416152 Edm = 0.546207 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297477.9857611 Edm = 0.0257426 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297477.9568448 Edm = 0.00551461 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297477.9355612 Edm = 0.0204244 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297476.6407378 Edm = 1.33971 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297476.2602651 Edm = 0.369835 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297435.158455 Edm = 5.83894 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297427.420465 Edm = 0.166835 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297427.1396315 Edm = 0.0171181 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297427.115131 Edm = 0.00143921 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297427.1128639 Edm = 0.000759668 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297427.1033432 Edm = 0.00728252 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297426.3463084 Edm = 0.614206 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297420.2938182 Edm = 0.70392 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297419.4164936 Edm = 0.0405411 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297419.3671841 Edm = 0.0102579 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297419.3592345 Edm = 0.000476 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297419.3577802 Edm = 0.000952997 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297419.1518302 Edm = 0.227369 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297419.1088254 Edm = 0.0419213 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297418.8249294 Edm = 0.269825 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297411.7729575 Edm = 1.72281 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297409.6799706 Edm = 0.972933 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297409.0661866 Edm = 0.601409 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297408.5455556 Edm = 0.211623 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297408.2678881 Edm = 0.037514 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297408.2262056 Edm = 0.00156711 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297408.2243893 Edm = 0.000283377 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297408.2235769 Edm = 0.000682989 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297408.2103248 Edm = 0.0118909 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297407.4620235 Edm = 0.695206 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297405.1586147 Edm = 1.61844 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297401.4945469 Edm = 0.541 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297400.8366485 Edm = 0.104545 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297400.7096715 Edm = 0.0686575 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297400.6439687 Edm = 0.0609334 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297400.6067582 Edm = 0.00329342 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297400.6028863 Edm = 0.000193298 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297400.6025902 Edm = 9.52807e-05 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297400.6007814 Edm = 0.0017788 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297400.4422379 Edm = 0.0212501 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297399.2778734 Edm = 0.52671 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297397.4169131 Edm = 0.5215 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297397.0199771 Edm = 0.186607 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297396.8215534 Edm = 0.0726855 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297396.7087418 Edm = 0.00511021 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297396.7023469 Edm = 0.000459654 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297396.7019278 Edm = 5.36797e-05 NCalls = 294 -VariableMetric: After Hessian - FCN = 297396.7019278 Edm = 32.1547 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297396.7019278 Edm = 32.1547 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297395.5957607 Edm = 782.914 NCalls = 778 -VariableMetric: Iteration # 92 - FCN = 297395.4893167 Edm = 26208.6 NCalls = 785 -VariableMetric: Iteration # 93 - FCN = 297395.3295787 Edm = 3536 NCalls = 789 -VariableMetric: Iteration # 94 - FCN = 297395.2018083 Edm = 35836.5 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297394.8209299 Edm = 2114 NCalls = 796 -VariableMetric: Iteration # 96 - FCN = 297394.3541265 Edm = 99.1209 NCalls = 800 -VariableMetric: Iteration # 97 - FCN = 297394.1503854 Edm = 138.619 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297393.7532108 Edm = 164.803 NCalls = 806 -VariableMetric: Iteration # 99 - FCN = 297393.3672226 Edm = 50.2338 NCalls = 809 -VariableMetric: Iteration # 100 - FCN = 297393.2128216 Edm = 21.5836 NCalls = 812 -VariableMetric: Iteration # 101 - FCN = 297392.7161415 Edm = 19.6592 NCalls = 815 -VariableMetric: Iteration # 102 - FCN = 297392.6125322 Edm = 30.6035 NCalls = 818 -VariableMetric: Iteration # 103 - FCN = 297392.2870068 Edm = 4.65792 NCalls = 820 -VariableMetric: Iteration # 104 - FCN = 297392.2248977 Edm = 20.7897 NCalls = 823 -VariableMetric: Iteration # 105 - FCN = 297392.0522689 Edm = 9.09585 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297391.5552519 Edm = 5.05148 NCalls = 827 -VariableMetric: Iteration # 107 - FCN = 297390.4038444 Edm = 33.2874 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297389.9727002 Edm = 2.1813 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297389.4825935 Edm = 1.6036 NCalls = 833 -VariableMetric: Iteration # 110 - FCN = 297388.9299042 Edm = 2.57259 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297388.5938273 Edm = 1.35623 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297388.4233369 Edm = 5.14498 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297387.9013355 Edm = 2.58844 NCalls = 841 -VariableMetric: Iteration # 114 - FCN = 297385.5071095 Edm = 3.20741 NCalls = 846 -VariableMetric: Iteration # 115 - FCN = 297383.4655179 Edm = 4.85448 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297382.894375 Edm = 5.52909 NCalls = 852 -VariableMetric: Iteration # 117 - FCN = 297382.1144436 Edm = 4.51059 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297381.1023565 Edm = 0.778384 NCalls = 857 -VariableMetric: Iteration # 119 - FCN = 297380.8070686 Edm = 0.354377 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297380.5818033 Edm = 0.228808 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297380.4733209 Edm = 0.145452 NCalls = 863 -VariableMetric: Iteration # 122 - FCN = 297380.3665226 Edm = 0.107819 NCalls = 865 -VariableMetric: Iteration # 123 - FCN = 297380.2710421 Edm = 0.0581686 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297380.180194 Edm = 0.0398776 NCalls = 869 -VariableMetric: Iteration # 125 - FCN = 297380.1330612 Edm = 0.0189628 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297380.1092519 Edm = 0.00793707 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297380.0996773 Edm = 0.00213667 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297380.0970089 Edm = 0.000329409 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297380.096606 Edm = 2.35257e-05 NCalls = 879 -VariableMetric: After Hessian - FCN = 297380.096606 Edm = 3.47172e-05 NCalls = 1360 -VariableMetric: Iteration # 130 - FCN = 297380.096606 Edm = 3.47172e-05 NCalls = 1360 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323106.4417953 Edm = 328.776 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323106.4417953 Edm = 328.776 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302354.5502208 Edm = 2.2483 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302288.3696461 Edm = 2.22931 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302272.0002102 Edm = 22.5393 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301078.7722945 Edm = 148.126 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300885.167607 Edm = 4.80574 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 300879.3056549 Edm = 1.41861 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300877.9266808 Edm = 0.475503 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300781.2417397 Edm = 87.7798 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 299305.6246083 Edm = 175.23 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 299104.8837215 Edm = 298.212 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298897.3531677 Edm = 201.626 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298713.6332347 Edm = 223.005 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298409.4996217 Edm = 341.041 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298088.1848271 Edm = 30.2363 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298061.8056092 Edm = 2.13918 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298058.0299164 Edm = 0.349384 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298052.8045265 Edm = 3.74389 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297701.8725657 Edm = 73.693 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297646.5202775 Edm = 2.84263 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297643.425124 Edm = 0.137037 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297643.2491295 Edm = 0.0109999 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297643.1940464 Edm = 0.0388947 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297638.2948796 Edm = 5.00859 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297637.4093164 Edm = 0.851603 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297583.7622558 Edm = 14.5699 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297495.5385919 Edm = 17.0956 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297464.1272762 Edm = 2.41848 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297459.7741323 Edm = 1.09733 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297458.129597 Edm = 0.11108 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297458.0152228 Edm = 0.0155132 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297457.9999883 Edm = 0.0058859 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297457.9097345 Edm = 0.0943748 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297456.776613 Edm = 0.978139 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297397.2193089 Edm = 7.47444 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297388.4520899 Edm = 0.645627 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297387.9283726 Edm = 0.0401584 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297387.8869582 Edm = 0.00607233 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297387.879721 Edm = 0.003526 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297387.8607854 Edm = 0.0216645 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297384.9513122 Edm = 0.662332 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297377.9141764 Edm = 2.45356 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297372.6368987 Edm = 0.517135 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297371.9126049 Edm = 0.0990403 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297371.8229852 Edm = 0.00770905 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297371.8154157 Edm = 0.000739226 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297371.8128414 Edm = 0.00186293 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297371.7297014 Edm = 0.070011 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297368.6244366 Edm = 2.00565 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297365.5716467 Edm = 2.65825 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297363.1471568 Edm = 0.419139 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297361.4871327 Edm = 1.26 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297360.9333305 Edm = 0.54726 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297360.0787393 Edm = 0.129107 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297359.8764895 Edm = 0.0142701 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297359.8560204 Edm = 0.00128702 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297359.8534045 Edm = 0.00195619 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297359.8336837 Edm = 0.021362 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297358.7918416 Edm = 0.455023 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297351.9307885 Edm = 6.76473 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297344.1640574 Edm = 4.49685 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297338.2240001 Edm = 6.93361 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297334.7458136 Edm = 0.586145 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297333.6925092 Edm = 0.465381 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297333.2766848 Edm = 0.143558 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297333.0508391 Edm = 0.0289064 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297333.0147345 Edm = 0.00658984 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297333.0036805 Edm = 0.00319074 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297332.9956955 Edm = 0.00254321 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297332.9871756 Edm = 0.0035171 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297332.9712409 Edm = 0.0175108 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297332.8688254 Edm = 0.221243 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297332.8667543 Edm = 0.00433642 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297332.8506749 Edm = 0.0176124 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297332.6655195 Edm = 0.25625 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297332.4945492 Edm = 0.24817 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297332.2568295 Edm = 0.242456 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297331.578259 Edm = 0.513452 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297330.7834054 Edm = 0.275641 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297330.6492694 Edm = 0.0650403 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297330.5645 Edm = 0.0361115 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297330.4206738 Edm = 0.120394 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297323.9015497 Edm = 6.01733 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297322.3943264 Edm = 2.42104 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297319.428049 Edm = 1.00634 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297318.8639804 Edm = 0.109036 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297318.7124574 Edm = 0.00863193 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297318.7022661 Edm = 0.00286354 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297318.6941746 Edm = 0.00212356 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297318.6912638 Edm = 0.000743157 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297318.6850938 Edm = 0.0056399 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297318.3273489 Edm = 0.358709 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297317.1905925 Edm = 0.130914 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297312.537571 Edm = 0.931293 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297311.0295469 Edm = 0.137323 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297310.9086901 Edm = 0.0054887 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297310.9039551 Edm = 0.00023471 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297310.9034256 Edm = 0.000179073 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297310.9021872 Edm = 0.000876673 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297310.8837269 Edm = 0.0141005 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297310.7695442 Edm = 0.0937161 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297309.8146488 Edm = 0.926937 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297308.4104874 Edm = 2.21404 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297308.2209536 Edm = 0.179206 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297306.7056202 Edm = 0.925127 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297305.4446174 Edm = 0.269074 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297305.0393874 Edm = 0.222696 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297304.8100989 Edm = 0.226864 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297304.6442016 Edm = 0.0724234 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297304.5431498 Edm = 0.0463923 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297304.4923079 Edm = 0.0176679 NCalls = 349 -VariableMetric: Iteration # 111 - FCN = 297304.4783764 Edm = 0.00384512 NCalls = 351 -VariableMetric: Iteration # 112 - FCN = 297304.4752618 Edm = 0.000704998 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297304.4726288 Edm = 0.00209192 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297304.4317535 Edm = 0.0282413 NCalls = 359 -VariableMetric: Iteration # 115 - FCN = 297304.2698242 Edm = 0.39554 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297304.2004284 Edm = 0.0856136 NCalls = 365 -VariableMetric: Iteration # 117 - FCN = 297303.0812825 Edm = 2.74617 NCalls = 370 -VariableMetric: Iteration # 118 - FCN = 297303.0227484 Edm = 0.105072 NCalls = 372 -VariableMetric: Iteration # 119 - FCN = 297302.9368752 Edm = 0.0909221 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297302.1830435 Edm = 0.841375 NCalls = 379 -VariableMetric: Iteration # 121 - FCN = 297301.9596272 Edm = 0.487453 NCalls = 383 -VariableMetric: Iteration # 122 - FCN = 297300.8888767 Edm = 1.78493 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297299.4409548 Edm = 0.91193 NCalls = 393 -VariableMetric: Iteration # 124 - FCN = 297297.666166 Edm = 1.00244 NCalls = 396 -VariableMetric: Iteration # 125 - FCN = 297296.3746975 Edm = 1.33673 NCalls = 399 -VariableMetric: Iteration # 126 - FCN = 297293.8459876 Edm = 3.36372 NCalls = 403 -VariableMetric: Iteration # 127 - FCN = 297285.0438287 Edm = 3.17608 NCalls = 408 -VariableMetric: Iteration # 128 - FCN = 297281.3050227 Edm = 0.313928 NCalls = 411 -VariableMetric: Iteration # 129 - FCN = 297280.8934414 Edm = 0.0367106 NCalls = 413 -VariableMetric: Iteration # 130 - FCN = 297280.8605404 Edm = 0.00203285 NCalls = 414 -VariableMetric: Iteration # 131 - FCN = 297280.8586202 Edm = 0.000191087 NCalls = 415 -VariableMetric: Iteration # 132 - FCN = 297280.8583467 Edm = 0.000101037 NCalls = 417 -VariableMetric: Iteration # 133 - FCN = 297280.8581335 Edm = 9.189e-05 NCalls = 419 -VariableMetric: Iteration # 134 - FCN = 297280.8568773 Edm = 0.000900378 NCalls = 422 -VariableMetric: Iteration # 135 - FCN = 297280.8145594 Edm = 0.0342884 NCalls = 426 -VariableMetric: Iteration # 136 - FCN = 297280.2375825 Edm = 0.217302 NCalls = 429 -VariableMetric: Iteration # 137 - FCN = 297279.8790774 Edm = 0.0206867 NCalls = 431 -VariableMetric: Iteration # 138 - FCN = 297279.8554883 Edm = 0.0014001 NCalls = 433 -VariableMetric: Iteration # 139 - FCN = 297279.8540331 Edm = 9.37939e-05 NCalls = 434 -VariableMetric: Iteration # 140 - FCN = 297279.8539007 Edm = 3.14262e-05 NCalls = 436 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322788.3702209 Edm = 70.1205 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322788.3702209 Edm = 70.1205 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303321.95451 Edm = 4.09289 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303275.9453304 Edm = 5.04664 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302770.8490613 Edm = 381.804 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301814.7827464 Edm = 782.811 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301344.9458924 Edm = 7.56 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297775.7732309 Edm = 1033.31 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 297773.0808725 Edm = 44.0208 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297491.2328175 Edm = 2.72598 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297486.8617479 Edm = 0.167147 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297486.2750867 Edm = 0.982239 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297434.9887868 Edm = 27.5452 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297358.4830797 Edm = 18.6499 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297336.2514111 Edm = 3.28669 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297330.8762457 Edm = 0.334757 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297329.8533144 Edm = 0.517805 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297306.437931 Edm = 9.70678 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297293.9466783 Edm = 1.08288 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297292.8785449 Edm = 0.0878863 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297292.681503 Edm = 0.0836767 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297286.3727367 Edm = 5.65481 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297254.4422464 Edm = 4.32184 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297248.7834412 Edm = 0.266098 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297248.3547272 Edm = 0.0519003 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297248.2783078 Edm = 0.0646898 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297247.2878422 Edm = 1.0254 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297246.0784784 Edm = 0.758716 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297236.0753665 Edm = 2.72444 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297231.3063974 Edm = 1.01283 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297230.340542 Edm = 0.0412163 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297230.2459017 Edm = 0.061957 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297224.4458324 Edm = 5.18905 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297214.5666625 Edm = 11.5298 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297180.6510048 Edm = 25.2592 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297124.8732763 Edm = 20.8169 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297094.3001823 Edm = 0.737236 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297093.4204165 Edm = 0.0376501 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297093.3171855 Edm = 0.0275902 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297093.1944709 Edm = 0.0254687 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297093.0391025 Edm = 0.04297 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297092.9727876 Edm = 0.0558954 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297092.8288546 Edm = 0.172996 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297087.3328823 Edm = 3.2206 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297080.038561 Edm = 18.6986 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297065.8130017 Edm = 9.04975 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297059.0113109 Edm = 2.49577 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297055.9971706 Edm = 0.335924 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297054.6709422 Edm = 0.704895 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297054.0356413 Edm = 0.761134 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297052.9695522 Edm = 0.27863 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297052.3018843 Edm = 0.0821066 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297052.1779162 Edm = 0.0123915 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297052.1620775 Edm = 0.00173325 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297052.1591729 Edm = 0.000933122 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297052.1370923 Edm = 0.0208025 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297051.9059538 Edm = 0.199518 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297050.2251102 Edm = 1.83426 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297036.8882664 Edm = 11.1662 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297027.8446152 Edm = 7.351 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297023.6484514 Edm = 2.92234 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297022.3087811 Edm = 0.308571 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297021.8601805 Edm = 0.0597087 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297021.779644 Edm = 0.00657451 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297021.7737961 Edm = 0.00123408 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297021.7708102 Edm = 0.00247528 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297021.7210283 Edm = 0.0520748 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297021.3419941 Edm = 0.36821 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297012.7389605 Edm = 5.42804 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297008.7557726 Edm = 1.89636 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297007.1285144 Edm = 0.0520995 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297007.0783591 Edm = 0.0180369 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297007.0247679 Edm = 0.0315403 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297006.9923187 Edm = 0.0169052 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297006.9794301 Edm = 0.00143776 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297006.9775408 Edm = 0.000187204 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297006.97717 Edm = 0.000143825 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297006.9731223 Edm = 0.00384593 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297006.7755084 Edm = 0.202209 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297006.2734718 Edm = 0.385965 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297004.6376256 Edm = 0.0363894 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297004.6068875 Edm = 0.00181769 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297004.6026417 Edm = 0.00579028 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297004.592517 Edm = 0.00833037 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297004.5866617 Edm = 0.0256253 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297004.5822508 Edm = 0.00333731 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297004.5629807 Edm = 0.00460205 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297004.5465405 Edm = 0.00863507 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297004.5451536 Edm = 0.00189457 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297004.5441594 Edm = 3.52957e-05 NCalls = 286 -VariableMetric: After Hessian - FCN = 297004.5441594 Edm = 868.595 NCalls = 765 -VariableMetric: Iteration # 89 - FCN = 297004.5441594 Edm = 868.595 NCalls = 765 -VariableMetric: Iteration # 90 - FCN = 297003.7816724 Edm = 1930.98 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297002.5903784 Edm = 0.851989 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297002.5625779 Edm = 1917.49 NCalls = 787 -VariableMetric: Iteration # 93 - FCN = 297002.1082137 Edm = 46426.7 NCalls = 791 -VariableMetric: Iteration # 94 - FCN = 297001.1847713 Edm = 5077.32 NCalls = 795 -VariableMetric: Iteration # 95 - FCN = 296998.6254416 Edm = 10099 NCalls = 799 -VariableMetric: Iteration # 96 - FCN = 296998.4500451 Edm = 8491.84 NCalls = 803 -VariableMetric: Iteration # 97 - FCN = 296997.522711 Edm = 858.323 NCalls = 807 -VariableMetric: Iteration # 98 - FCN = 296997.3514445 Edm = 378.425 NCalls = 811 -VariableMetric: Iteration # 99 - FCN = 296997.1027365 Edm = 169.271 NCalls = 815 -VariableMetric: Iteration # 100 - FCN = 296996.6206921 Edm = 621.485 NCalls = 818 -VariableMetric: Iteration # 101 - FCN = 296995.0057791 Edm = 120.801 NCalls = 822 -VariableMetric: Iteration # 102 - FCN = 296994.5614357 Edm = 20.6869 NCalls = 825 -VariableMetric: Iteration # 103 - FCN = 296994.0550343 Edm = 60.3775 NCalls = 828 -VariableMetric: Iteration # 104 - FCN = 296993.2057473 Edm = 142.944 NCalls = 830 -VariableMetric: Iteration # 105 - FCN = 296992.2308451 Edm = 40.7249 NCalls = 832 -VariableMetric: Iteration # 106 - FCN = 296991.7864602 Edm = 31.6983 NCalls = 834 -VariableMetric: Iteration # 107 - FCN = 296991.6142951 Edm = 43.1916 NCalls = 836 -VariableMetric: Iteration # 108 - FCN = 296991.3946582 Edm = 44.1269 NCalls = 838 -VariableMetric: Iteration # 109 - FCN = 296991.1142588 Edm = 15.1428 NCalls = 840 -VariableMetric: Iteration # 110 - FCN = 296990.3476644 Edm = 38.2765 NCalls = 842 -VariableMetric: Iteration # 111 - FCN = 296989.5779043 Edm = 63.9204 NCalls = 844 -VariableMetric: Iteration # 112 - FCN = 296988.5982929 Edm = 5.84889 NCalls = 846 -VariableMetric: Iteration # 113 - FCN = 296988.2108797 Edm = 10.2619 NCalls = 848 -VariableMetric: Iteration # 114 - FCN = 296987.597894 Edm = 6.48642 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 296987.1387594 Edm = 1.10345 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 296986.6653672 Edm = 4.77512 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 296986.3387458 Edm = 0.303347 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 296986.1445873 Edm = 0.188627 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 296986.0791466 Edm = 0.0524018 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 296986.0149492 Edm = 0.0866823 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 296985.9385461 Edm = 0.0783876 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 296985.8028992 Edm = 0.0622183 NCalls = 868 -VariableMetric: Iteration # 123 - FCN = 296985.7053654 Edm = 0.037745 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 296985.6791387 Edm = 0.0274794 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 296985.6625558 Edm = 0.00893862 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 296985.6540149 Edm = 0.0044474 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 296985.644499 Edm = 0.00530665 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 296985.6357117 Edm = 0.00127725 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 296985.6339241 Edm = 0.000153707 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 296985.6337263 Edm = 9.78811e-05 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 296985.6335422 Edm = 0.000115159 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 296985.6332356 Edm = 0.000109536 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 296985.633037 Edm = 6.56731e-05 NCalls = 892 -VariableMetric: After Hessian - FCN = 296985.633037 Edm = 0.00196599 NCalls = 1385 -VariableMetric: Iteration # 134 - FCN = 296985.633037 Edm = 0.00196599 NCalls = 1385 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314428.5330915 Edm = 360.617 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314428.5330915 Edm = 360.617 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302671.2940703 Edm = 4.23197 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302367.9066775 Edm = 11.218 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301856.9185581 Edm = 302.369 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300342.4097628 Edm = 13.1537 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 300339.459922 Edm = 9.84327 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300335.3100933 Edm = 2.73652 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 300312.491952 Edm = 7.89697 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 300247.5432321 Edm = 79.8933 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 300239.060986 Edm = 8.39579 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 300225.4645323 Edm = 14.6521 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 300026.1843003 Edm = 391.341 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 300006.4094749 Edm = 51.021 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 299323.0645711 Edm = 453.967 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 298532.7333553 Edm = 253.093 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 298333.3951844 Edm = 356.091 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 298231.1235068 Edm = 2.35983 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 298222.2171059 Edm = 5.08282 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297647.9956994 Edm = 512.393 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297639.1443728 Edm = 10.4093 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297501.7926657 Edm = 10.7785 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297485.054668 Edm = 18.935 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297400.5754258 Edm = 12.447 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297381.6867468 Edm = 1.91733 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297378.9709876 Edm = 0.0299284 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297378.9363776 Edm = 0.0229644 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297371.2414035 Edm = 4.69089 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297357.9078814 Edm = 0.106612 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297357.7890855 Edm = 0.00764431 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297357.7322923 Edm = 0.044344 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297354.260631 Edm = 2.95214 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297331.1975688 Edm = 7.1283 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297323.657571 Edm = 0.195555 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297323.3984304 Edm = 0.0209468 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297323.3723659 Edm = 0.00504296 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297323.3584932 Edm = 0.0110581 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297318.0518394 Edm = 0.72084 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297313.7322701 Edm = 1.2373 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297312.3573571 Edm = 0.0912974 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297312.2053104 Edm = 0.00898905 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297312.1979474 Edm = 0.00348409 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297312.1790717 Edm = 0.0192708 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297310.2014715 Edm = 1.90243 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297293.6447698 Edm = 16.4613 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297283.6934887 Edm = 2.29671 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297281.4680478 Edm = 0.0497109 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297281.3992 Edm = 0.00893818 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297281.3829734 Edm = 0.0124143 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297281.1268688 Edm = 0.313536 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297279.6978514 Edm = 1.58432 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297279.6729692 Edm = 0.0196473 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297279.0717082 Edm = 0.771699 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297278.971745 Edm = 0.10168 NCalls = 194 -VariableMetric: Iteration # 53 - FCN = 297278.1122417 Edm = 0.686871 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297262.9577327 Edm = 2.60361 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297261.122965 Edm = 0.569599 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297260.739929 Edm = 0.0140012 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297260.7269391 Edm = 0.00188891 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297260.724108 Edm = 0.00234792 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297260.6592547 Edm = 0.0689315 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297260.5263082 Edm = 0.123128 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297256.2911398 Edm = 0.524957 NCalls = 228 -VariableMetric: Iteration # 62 - FCN = 297255.6947807 Edm = 0.0915343 NCalls = 230 -VariableMetric: Iteration # 63 - FCN = 297255.5319123 Edm = 0.0282526 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297255.5104636 Edm = 0.00795529 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297255.5037614 Edm = 0.000506657 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297255.5026649 Edm = 0.000315397 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297255.4861134 Edm = 0.0163136 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297255.0913206 Edm = 0.179935 NCalls = 251 -VariableMetric: Iteration # 69 - FCN = 297254.054616 Edm = 1.55525 NCalls = 259 -VariableMetric: Iteration # 70 - FCN = 297252.8641921 Edm = 2.40518 NCalls = 262 -VariableMetric: Iteration # 71 - FCN = 297251.7662238 Edm = 1.44163 NCalls = 265 -VariableMetric: Iteration # 72 - FCN = 297250.0189909 Edm = 0.25115 NCalls = 269 -VariableMetric: Iteration # 73 - FCN = 297249.6596273 Edm = 0.0509123 NCalls = 271 -VariableMetric: Iteration # 74 - FCN = 297249.2822659 Edm = 0.17661 NCalls = 275 -VariableMetric: Iteration # 75 - FCN = 297248.6835745 Edm = 0.151771 NCalls = 279 -VariableMetric: Iteration # 76 - FCN = 297248.6132172 Edm = 0.124093 NCalls = 281 -VariableMetric: Iteration # 77 - FCN = 297248.505024 Edm = 0.0145277 NCalls = 283 -VariableMetric: Iteration # 78 - FCN = 297248.4793763 Edm = 0.00215216 NCalls = 285 -VariableMetric: Iteration # 79 - FCN = 297248.4767412 Edm = 0.000220756 NCalls = 287 -VariableMetric: Iteration # 80 - FCN = 297248.476254 Edm = 0.000526299 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297248.4723232 Edm = 0.00396973 NCalls = 293 -VariableMetric: Iteration # 82 - FCN = 297248.1876391 Edm = 0.00863633 NCalls = 300 -VariableMetric: Iteration # 83 - FCN = 297245.7140032 Edm = 0.820437 NCalls = 304 -VariableMetric: Iteration # 84 - FCN = 297244.5237596 Edm = 0.297233 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297244.1600465 Edm = 0.165623 NCalls = 309 -VariableMetric: Iteration # 86 - FCN = 297244.0878316 Edm = 0.0139707 NCalls = 311 -VariableMetric: Iteration # 87 - FCN = 297244.0769712 Edm = 0.0005426 NCalls = 313 -VariableMetric: Iteration # 88 - FCN = 297244.0762809 Edm = 0.000193961 NCalls = 315 -VariableMetric: Iteration # 89 - FCN = 297244.0753719 Edm = 0.000352147 NCalls = 318 -VariableMetric: Iteration # 90 - FCN = 297244.0727483 Edm = 0.00200955 NCalls = 321 -VariableMetric: Iteration # 91 - FCN = 297243.9279089 Edm = 0.136514 NCalls = 326 -VariableMetric: Iteration # 92 - FCN = 297242.1053812 Edm = 0.820609 NCalls = 330 -VariableMetric: Iteration # 93 - FCN = 297240.7563053 Edm = 0.489381 NCalls = 332 -VariableMetric: Iteration # 94 - FCN = 297240.0575879 Edm = 0.0954655 NCalls = 334 -VariableMetric: Iteration # 95 - FCN = 297239.9063195 Edm = 0.260656 NCalls = 336 -VariableMetric: Iteration # 96 - FCN = 297239.8039031 Edm = 0.0546827 NCalls = 339 -VariableMetric: Iteration # 97 - FCN = 297239.704856 Edm = 0.0296865 NCalls = 341 -VariableMetric: Iteration # 98 - FCN = 297239.6755764 Edm = 0.010943 NCalls = 342 -VariableMetric: Iteration # 99 - FCN = 297239.6643894 Edm = 0.00207561 NCalls = 344 -VariableMetric: Iteration # 100 - FCN = 297239.6619977 Edm = 0.00021655 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297239.6616279 Edm = 0.000115742 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297239.6587018 Edm = 0.00269856 NCalls = 352 -VariableMetric: Iteration # 103 - FCN = 297239.5413929 Edm = 0.145111 NCalls = 356 -VariableMetric: Iteration # 104 - FCN = 297239.5276173 Edm = 0.0115223 NCalls = 358 -VariableMetric: Iteration # 105 - FCN = 297239.3606425 Edm = 0.186419 NCalls = 363 -VariableMetric: Iteration # 106 - FCN = 297238.1753046 Edm = 0.661162 NCalls = 370 -VariableMetric: Iteration # 107 - FCN = 297237.3010654 Edm = 0.584413 NCalls = 373 -VariableMetric: Iteration # 108 - FCN = 297236.9103024 Edm = 0.10578 NCalls = 375 -VariableMetric: Iteration # 109 - FCN = 297236.7931907 Edm = 0.0288963 NCalls = 378 -VariableMetric: Iteration # 110 - FCN = 297236.7447964 Edm = 0.00400985 NCalls = 380 -VariableMetric: Iteration # 111 - FCN = 297236.7404224 Edm = 0.000367187 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297236.7400686 Edm = 2.81e-05 NCalls = 382 -VariableMetric: After Hessian - FCN = 297236.7400686 Edm = 10566.5 NCalls = 867 -VariableMetric: Iteration # 113 - FCN = 297236.7400686 Edm = 10566.5 NCalls = 867 -VariableMetric: Iteration # 114 - FCN = 297233.4428429 Edm = 2390.36 NCalls = 876 -VariableMetric: Iteration # 115 - FCN = 297233.2480958 Edm = 0.891364 NCalls = 879 -VariableMetric: Iteration # 116 - FCN = 297232.3472361 Edm = 0.282345 NCalls = 882 -VariableMetric: Iteration # 117 - FCN = 297231.1527173 Edm = 0.648833 NCalls = 886 -VariableMetric: Iteration # 118 - FCN = 297228.243806 Edm = 1.92798 NCalls = 889 -VariableMetric: Iteration # 119 - FCN = 297227.5976639 Edm = 1.15172 NCalls = 890 -VariableMetric: Iteration # 120 - FCN = 297226.5771271 Edm = 0.777944 NCalls = 893 -VariableMetric: Iteration # 121 - FCN = 297225.5223402 Edm = 0.761598 NCalls = 895 -VariableMetric: Iteration # 122 - FCN = 297225.1985386 Edm = 0.237943 NCalls = 897 -VariableMetric: Iteration # 123 - FCN = 297224.626395 Edm = 0.463524 NCalls = 900 -VariableMetric: Iteration # 124 - FCN = 297224.0904677 Edm = 0.178248 NCalls = 903 -VariableMetric: Iteration # 125 - FCN = 297223.8153306 Edm = 0.0874139 NCalls = 905 -VariableMetric: Iteration # 126 - FCN = 297223.6108439 Edm = 0.0879703 NCalls = 907 -VariableMetric: Iteration # 127 - FCN = 297223.364321 Edm = 0.0484336 NCalls = 909 -VariableMetric: Iteration # 128 - FCN = 297223.2647155 Edm = 0.028607 NCalls = 911 -VariableMetric: Iteration # 129 - FCN = 297223.221016 Edm = 0.0194162 NCalls = 913 -VariableMetric: Iteration # 130 - FCN = 297223.1715804 Edm = 0.0160153 NCalls = 916 -VariableMetric: Iteration # 131 - FCN = 297223.1354483 Edm = 0.00910825 NCalls = 918 -VariableMetric: Iteration # 132 - FCN = 297223.1129542 Edm = 0.00709572 NCalls = 920 -VariableMetric: Iteration # 133 - FCN = 297223.0958144 Edm = 0.00916211 NCalls = 922 -VariableMetric: Iteration # 134 - FCN = 297223.0751968 Edm = 0.00549663 NCalls = 925 -VariableMetric: Iteration # 135 - FCN = 297223.0643757 Edm = 0.00533963 NCalls = 927 -VariableMetric: Iteration # 136 - FCN = 297223.0364358 Edm = 0.0122561 NCalls = 930 -VariableMetric: Iteration # 137 - FCN = 297222.982893 Edm = 0.0186664 NCalls = 932 -VariableMetric: Iteration # 138 - FCN = 297222.9224972 Edm = 0.0159112 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297222.8881496 Edm = 0.00585695 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297222.8720001 Edm = 0.00657676 NCalls = 938 -VariableMetric: Iteration # 141 - FCN = 297222.8479163 Edm = 0.00565833 NCalls = 940 -VariableMetric: Iteration # 142 - FCN = 297222.8384298 Edm = 0.0010164 NCalls = 942 -VariableMetric: Iteration # 143 - FCN = 297222.8350934 Edm = 0.000431082 NCalls = 944 -VariableMetric: Iteration # 144 - FCN = 297222.8342515 Edm = 0.000219144 NCalls = 946 -VariableMetric: Iteration # 145 - FCN = 297222.8336309 Edm = 9.73727e-05 NCalls = 948 -VariableMetric: Iteration # 146 - FCN = 297222.833387 Edm = 6.9218e-05 NCalls = 950 -VariableMetric: After Hessian - FCN = 297222.833387 Edm = 0.000560452 NCalls = 1435 -VariableMetric: Iteration # 147 - FCN = 297222.833387 Edm = 0.000560452 NCalls = 1435 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305628.7511959 Edm = 31.3167 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305628.7511959 Edm = 31.3167 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300566.4001318 Edm = 162.686 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299850.3216018 Edm = 13.1797 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299833.2333546 Edm = 5.89931 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 299094.951452 Edm = 217.507 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298371.7657157 Edm = 269.341 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297992.5031937 Edm = 24.8506 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297961.679776 Edm = 1.72916 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297960.5598039 Edm = 0.153502 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297928.0493023 Edm = 20.0904 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297879.2333505 Edm = 0.490267 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297878.6802642 Edm = 0.110751 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297861.9798603 Edm = 15.9885 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297611.1646161 Edm = 12.4302 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297587.6318918 Edm = 4.64108 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297577.1343057 Edm = 0.799626 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297575.9578814 Edm = 0.0923941 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297575.7775316 Edm = 0.0269826 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297575.5797369 Edm = 0.232481 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297572.099 Edm = 2.63617 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297496.1303067 Edm = 29.1522 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297464.2292016 Edm = 5.65936 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297460.1332901 Edm = 0.792568 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297459.3094403 Edm = 0.214121 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297459.0439515 Edm = 0.0156545 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297459.0250705 Edm = 0.0239457 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297458.9821283 Edm = 0.0492566 NCalls = 83 -VariableMetric: Iteration # 27 - FCN = 297445.3859884 Edm = 2.34984 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297431.6892576 Edm = 1.30347 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297429.8525773 Edm = 0.306758 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297429.1687357 Edm = 0.118505 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297428.8186655 Edm = 0.232768 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297424.1747746 Edm = 5.69719 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297424.159899 Edm = 0.0702853 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297423.5286903 Edm = 0.552127 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297382.0794667 Edm = 37.3991 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297345.7086066 Edm = 12.0061 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297332.6470226 Edm = 0.220168 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297332.2765572 Edm = 0.156034 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297331.4564245 Edm = 0.666608 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297329.1977036 Edm = 0.224465 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297328.7987326 Edm = 0.026316 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297328.762526 Edm = 0.0100513 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297328.7228615 Edm = 0.0237889 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297328.5633694 Edm = 0.136276 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297314.0013869 Edm = 8.97499 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297292.7329235 Edm = 54.2055 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297250.877019 Edm = 12.2121 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297244.2874377 Edm = 2.65614 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297241.6532728 Edm = 0.442065 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297241.3867045 Edm = 0.0977517 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297241.3278518 Edm = 0.0070577 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297241.3189984 Edm = 0.00240193 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297241.3156883 Edm = 0.00185995 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297241.2774848 Edm = 0.0387028 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297239.6442074 Edm = 0.0624526 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297230.741225 Edm = 0.283167 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297230.3904206 Edm = 0.0367076 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297230.3412207 Edm = 0.00837746 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297230.3290578 Edm = 0.0022414 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297230.3254087 Edm = 0.00199804 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297230.2885849 Edm = 0.0292501 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297225.4883509 Edm = 2.51193 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297215.6993074 Edm = 2.17124 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297212.5248259 Edm = 1.02304 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297211.3712281 Edm = 0.306011 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297211.1038839 Edm = 0.176241 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297210.806047 Edm = 0.231283 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297210.1866583 Edm = 0.168484 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297210.0578663 Edm = 0.0667873 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297210.0170765 Edm = 0.0101113 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297209.9966981 Edm = 0.00546909 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297209.9906194 Edm = 0.0005369 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297209.9889026 Edm = 0.0011241 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297209.9648736 Edm = 0.016444 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297209.1482688 Edm = 0.515286 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297206.6354761 Edm = 1.28874 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297205.4241469 Edm = 0.72378 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297204.7971166 Edm = 0.0806465 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 297204.731245 Edm = 0.0265528 NCalls = 244 -VariableMetric: Iteration # 80 - FCN = 297204.7012584 Edm = 0.0118177 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297204.6842907 Edm = 0.00364815 NCalls = 248 -VariableMetric: Iteration # 82 - FCN = 297204.680974 Edm = 0.000403463 NCalls = 249 -VariableMetric: Iteration # 83 - FCN = 297204.6803862 Edm = 0.000175775 NCalls = 251 -VariableMetric: Iteration # 84 - FCN = 297204.6777281 Edm = 0.00233464 NCalls = 254 -VariableMetric: Iteration # 85 - FCN = 297204.2519803 Edm = 0.408392 NCalls = 260 -VariableMetric: Iteration # 86 - FCN = 297202.1400764 Edm = 1.12699 NCalls = 262 -VariableMetric: Iteration # 87 - FCN = 297201.221464 Edm = 0.0784344 NCalls = 264 -VariableMetric: Iteration # 88 - FCN = 297201.1585593 Edm = 0.006461 NCalls = 266 -VariableMetric: Iteration # 89 - FCN = 297201.1503875 Edm = 0.00244625 NCalls = 268 -VariableMetric: Iteration # 90 - FCN = 297201.1486267 Edm = 0.000918946 NCalls = 269 -VariableMetric: Iteration # 91 - FCN = 297201.1474362 Edm = 0.000250393 NCalls = 271 -VariableMetric: Iteration # 92 - FCN = 297201.1468678 Edm = 0.000290666 NCalls = 273 -VariableMetric: Iteration # 93 - FCN = 297201.1439334 Edm = 0.00284579 NCalls = 276 -VariableMetric: Iteration # 94 - FCN = 297200.8805113 Edm = 0.254878 NCalls = 283 -VariableMetric: Iteration # 95 - FCN = 297196.0754528 Edm = 1.09309 NCalls = 288 -VariableMetric: Iteration # 96 - FCN = 297195.0201893 Edm = 0.426813 NCalls = 290 -VariableMetric: Iteration # 97 - FCN = 297194.7452939 Edm = 0.106984 NCalls = 292 -VariableMetric: Iteration # 98 - FCN = 297194.6309485 Edm = 0.0266342 NCalls = 294 -VariableMetric: Iteration # 99 - FCN = 297194.6124537 Edm = 0.0076471 NCalls = 296 -VariableMetric: Iteration # 100 - FCN = 297194.6055983 Edm = 0.000404808 NCalls = 298 -VariableMetric: Iteration # 101 - FCN = 297194.6048676 Edm = 0.000366034 NCalls = 300 -VariableMetric: Iteration # 102 - FCN = 297194.6022655 Edm = 0.00262728 NCalls = 303 -VariableMetric: Iteration # 103 - FCN = 297194.4413128 Edm = 0.132424 NCalls = 310 -VariableMetric: Iteration # 104 - FCN = 297186.7651096 Edm = 2.96423 NCalls = 316 -VariableMetric: Iteration # 105 - FCN = 297182.4819652 Edm = 2.78955 NCalls = 318 -VariableMetric: Iteration # 106 - FCN = 297180.600544 Edm = 0.65014 NCalls = 321 -VariableMetric: Iteration # 107 - FCN = 297179.9714581 Edm = 0.0538937 NCalls = 324 -VariableMetric: Iteration # 108 - FCN = 297179.9287475 Edm = 0.00605877 NCalls = 326 -VariableMetric: Iteration # 109 - FCN = 297179.9254394 Edm = 0.00168212 NCalls = 328 -VariableMetric: Iteration # 110 - FCN = 297179.923384 Edm = 0.000983482 NCalls = 330 -VariableMetric: Iteration # 111 - FCN = 297179.921635 Edm = 0.000526655 NCalls = 332 -VariableMetric: Iteration # 112 - FCN = 297179.9190264 Edm = 0.00140592 NCalls = 334 -VariableMetric: Iteration # 113 - FCN = 297179.9130771 Edm = 0.00339509 NCalls = 336 -VariableMetric: Iteration # 114 - FCN = 297179.8517131 Edm = 0.0544437 NCalls = 340 -VariableMetric: Iteration # 115 - FCN = 297178.6192795 Edm = 1.04153 NCalls = 344 -VariableMetric: Iteration # 116 - FCN = 297171.6872264 Edm = 1.31183 NCalls = 348 -VariableMetric: Iteration # 117 - FCN = 297170.3457587 Edm = 0.237651 NCalls = 349 -VariableMetric: Iteration # 118 - FCN = 297170.1636364 Edm = 0.0388618 NCalls = 351 -VariableMetric: Iteration # 119 - FCN = 297170.1280789 Edm = 0.00542453 NCalls = 353 -VariableMetric: Iteration # 120 - FCN = 297170.1234861 Edm = 0.00101468 NCalls = 354 -VariableMetric: Iteration # 121 - FCN = 297170.1227358 Edm = 0.000167091 NCalls = 356 -VariableMetric: Iteration # 122 - FCN = 297170.1223959 Edm = 0.000188279 NCalls = 358 -VariableMetric: Iteration # 123 - FCN = 297170.1204995 Edm = 0.0016523 NCalls = 361 -VariableMetric: Iteration # 124 - FCN = 297170.0871362 Edm = 0.0331137 NCalls = 365 -VariableMetric: Iteration # 125 - FCN = 297169.8209365 Edm = 0.357209 NCalls = 371 -VariableMetric: Iteration # 126 - FCN = 297169.5132487 Edm = 0.248739 NCalls = 377 -VariableMetric: Iteration # 127 - FCN = 297168.0607247 Edm = 0.0253086 NCalls = 380 -VariableMetric: Iteration # 128 - FCN = 297168.035314 Edm = 0.000587503 NCalls = 381 -VariableMetric: Iteration # 129 - FCN = 297168.0346624 Edm = 2.30832e-05 NCalls = 383 -VariableMetric: After Hessian - FCN = 297168.0346624 Edm = 0.656619 NCalls = 854 -VariableMetric: Iteration # 130 - FCN = 297168.0346624 Edm = 0.656619 NCalls = 854 -VariableMetric: Iteration # 131 - FCN = 297167.3076049 Edm = 0.0178898 NCalls = 856 -VariableMetric: Iteration # 132 - FCN = 297167.2842376 Edm = 0.00308736 NCalls = 858 -VariableMetric: Iteration # 133 - FCN = 297167.2809023 Edm = 0.000160412 NCalls = 859 -VariableMetric: Iteration # 134 - FCN = 297167.2806746 Edm = 5.94945e-05 NCalls = 861 -VariableMetric: After Hessian - FCN = 297167.2806746 Edm = 0.000320066 NCalls = 1340 -VariableMetric: Iteration # 135 - FCN = 297167.2806746 Edm = 0.000320066 NCalls = 1340 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300136.3741571 Edm = 215.332 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300136.3741571 Edm = 215.332 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299066.8012562 Edm = 1.58937 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299046.839229 Edm = 6.77331 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297738.3363636 Edm = 40.0151 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297652.2757279 Edm = 7.13603 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297648.7563371 Edm = 0.258221 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297648.2962891 Edm = 0.33558 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297582.6326762 Edm = 7.52864 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297574.7072592 Edm = 0.0478311 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297574.5679878 Edm = 0.101798 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297554.735427 Edm = 19.52 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297554.1770665 Edm = 0.604906 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297508.3004393 Edm = 14.1824 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297433.8364773 Edm = 20.2066 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297413.0990714 Edm = 39.2211 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297381.6301132 Edm = 9.88943 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297351.6535037 Edm = 18.9148 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297337.7147527 Edm = 5.32511 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297331.8613233 Edm = 3.82794 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297328.8100467 Edm = 1.23826 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297325.4199389 Edm = 1.87034 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297321.6371114 Edm = 5.70281 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297318.4001621 Edm = 2.09512 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297316.1099586 Edm = 1.86195 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297314.986331 Edm = 0.138636 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297308.2673219 Edm = 6.7251 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297304.2480628 Edm = 3.33805 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297258.116772 Edm = 8.48806 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297253.7649659 Edm = 2.06037 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297252.5121009 Edm = 0.0397115 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297252.4519847 Edm = 0.0173205 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297252.3827633 Edm = 0.0420454 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297252.1260876 Edm = 0.151496 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297251.4204242 Edm = 0.510938 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297251.1501637 Edm = 0.384883 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297250.0172071 Edm = 0.726075 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297246.2729901 Edm = 1.76424 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297244.6778282 Edm = 9.83781 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297243.7961739 Edm = 0.303003 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297241.1678446 Edm = 1.47827 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297226.6743933 Edm = 6.90569 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297220.3484919 Edm = 2.11342 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297209.2381284 Edm = 2.87162 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297208.3797971 Edm = 2.15713 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297204.8139249 Edm = 0.923832 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297202.7344655 Edm = 1.35184 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297199.6113908 Edm = 1.03269 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297196.2450772 Edm = 0.646279 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297195.9992223 Edm = 0.364561 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297195.3070255 Edm = 0.610352 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297192.9740437 Edm = 1.763 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297192.3423632 Edm = 1.39529 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297190.0856047 Edm = 0.602947 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297188.1971301 Edm = 1.81252 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297187.2273652 Edm = 1.27815 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297185.322627 Edm = 0.161026 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297185.1181021 Edm = 0.312591 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297184.9541733 Edm = 0.0397315 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297184.8841315 Edm = 0.00719156 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297184.868979 Edm = 0.00628977 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297184.8457345 Edm = 0.0243318 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297184.5332247 Edm = 0.198394 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297184.1085933 Edm = 0.658304 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297182.5657266 Edm = 0.300028 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297182.4668199 Edm = 0.174679 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297182.3249692 Edm = 0.0212367 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297182.2568634 Edm = 0.00746187 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297182.1912108 Edm = 0.054987 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297179.9495013 Edm = 2.25437 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297179.5597913 Edm = 1.51137 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297178.5175962 Edm = 3.5157 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297176.6290282 Edm = 1.46742 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297163.389079 Edm = 0.90355 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297161.9594636 Edm = 1.40712 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297161.6950799 Edm = 0.65921 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297160.7170865 Edm = 0.96035 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297158.7073872 Edm = 1.24575 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297157.2585811 Edm = 0.337832 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297157.0371387 Edm = 0.0422014 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297156.9801294 Edm = 0.019953 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297156.9544589 Edm = 0.00752983 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297156.9465346 Edm = 0.00147429 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297156.9424981 Edm = 0.00267912 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297156.8505588 Edm = 0.0883676 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297151.2637081 Edm = 1.66496 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297149.6941707 Edm = 0.227289 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297149.5545967 Edm = 0.101234 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297149.4611721 Edm = 0.0350341 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297149.4168539 Edm = 0.00451115 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297149.4117767 Edm = 0.000415411 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297149.408952 Edm = 0.00210819 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297148.9845813 Edm = 0.317359 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297146.5093873 Edm = 0.769535 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297145.8852516 Edm = 0.119279 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297145.784817 Edm = 0.00785342 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297145.7781832 Edm = 0.000316531 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297145.7764779 Edm = 0.00138128 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297145.6887788 Edm = 0.0835375 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297143.5855119 Edm = 0.766653 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297142.4409653 Edm = 0.286799 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297142.3425968 Edm = 0.041389 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297142.2734908 Edm = 0.0350008 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297142.1699539 Edm = 0.0674585 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297142.0895519 Edm = 0.0417095 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297142.0225162 Edm = 0.0245805 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297141.9752656 Edm = 0.0881523 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297141.92497 Edm = 0.0149894 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297141.908508 Edm = 0.0212262 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297141.8731292 Edm = 0.0111207 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297141.8542612 Edm = 0.00969747 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297141.8494467 Edm = 0.00363444 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297141.8450842 Edm = 0.000561045 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297141.8443413 Edm = 0.000105656 NCalls = 357 -VariableMetric: Iteration # 113 - FCN = 297141.8438848 Edm = 0.000279404 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297141.8339709 Edm = 0.00898403 NCalls = 363 -VariableMetric: Iteration # 115 - FCN = 297140.7530008 Edm = 0.655195 NCalls = 369 -VariableMetric: Iteration # 116 - FCN = 297139.8205004 Edm = 2.12178 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297139.1916282 Edm = 0.332468 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297138.8445398 Edm = 0.027726 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297138.8127052 Edm = 0.00639069 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297138.803658 Edm = 0.000690646 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297138.8029137 Edm = 0.000148966 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297138.8022222 Edm = 0.000591721 NCalls = 385 -VariableMetric: Iteration # 123 - FCN = 297138.777398 Edm = 0.0230426 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297137.3604166 Edm = 0.774579 NCalls = 396 -VariableMetric: Iteration # 125 - FCN = 297135.7611788 Edm = 0.150222 NCalls = 398 -VariableMetric: Iteration # 126 - FCN = 297135.6542456 Edm = 0.0264532 NCalls = 400 -VariableMetric: Iteration # 127 - FCN = 297135.6272844 Edm = 0.00247936 NCalls = 402 -VariableMetric: Iteration # 128 - FCN = 297135.623977 Edm = 0.000278594 NCalls = 404 -VariableMetric: Iteration # 129 - FCN = 297135.6236611 Edm = 0.000129851 NCalls = 406 -VariableMetric: Iteration # 130 - FCN = 297135.6230599 Edm = 0.000403388 NCalls = 409 -VariableMetric: Iteration # 131 - FCN = 297135.5796759 Edm = 0.0389908 NCalls = 414 -VariableMetric: Iteration # 132 - FCN = 297134.8407569 Edm = 0.0753685 NCalls = 418 -VariableMetric: Iteration # 133 - FCN = 297134.7484668 Edm = 0.00229421 NCalls = 420 -VariableMetric: Iteration # 134 - FCN = 297134.7456614 Edm = 0.000177473 NCalls = 422 -VariableMetric: Iteration # 135 - FCN = 297134.7454431 Edm = 1.45733e-05 NCalls = 424 -VariableMetric: After Hessian - FCN = 297134.7454431 Edm = 7691.03 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297134.7454431 Edm = 7691.03 NCalls = 901 -VariableMetric: Iteration # 137 - FCN = 297129.5741801 Edm = 117.119 NCalls = 909 -VariableMetric: Iteration # 138 - FCN = 297129.3373148 Edm = 0.63008 NCalls = 911 -VariableMetric: Iteration # 139 - FCN = 297128.2333303 Edm = 0.375216 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297126.8121945 Edm = 0.22776 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297126.3661348 Edm = 0.265486 NCalls = 920 -VariableMetric: Iteration # 142 - FCN = 297124.8895137 Edm = 0.703393 NCalls = 924 -VariableMetric: Iteration # 143 - FCN = 297124.4776578 Edm = 0.187793 NCalls = 926 -VariableMetric: Iteration # 144 - FCN = 297123.8388416 Edm = 0.265655 NCalls = 929 -VariableMetric: Iteration # 145 - FCN = 297123.5141042 Edm = 0.0858273 NCalls = 931 -VariableMetric: Iteration # 146 - FCN = 297123.3861456 Edm = 0.0805816 NCalls = 933 -VariableMetric: Iteration # 147 - FCN = 297123.1367014 Edm = 0.0865429 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297123.0720042 Edm = 0.00977502 NCalls = 938 -VariableMetric: Iteration # 149 - FCN = 297123.0374016 Edm = 0.0223153 NCalls = 940 -VariableMetric: Iteration # 150 - FCN = 297122.9133727 Edm = 0.0354273 NCalls = 943 -VariableMetric: Iteration # 151 - FCN = 297122.425654 Edm = 0.683037 NCalls = 947 -VariableMetric: Iteration # 152 - FCN = 297122.2256937 Edm = 0.487036 NCalls = 950 -VariableMetric: Iteration # 153 - FCN = 297120.2156419 Edm = 1.73167 NCalls = 956 -VariableMetric: Iteration # 154 - FCN = 297119.9428324 Edm = 0.491704 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297119.2551738 Edm = 0.928999 NCalls = 964 -VariableMetric: Iteration # 156 - FCN = 297118.7579365 Edm = 0.341549 NCalls = 967 -VariableMetric: Iteration # 157 - FCN = 297115.9468304 Edm = 0.87964 NCalls = 971 -VariableMetric: Iteration # 158 - FCN = 297115.1130858 Edm = 0.856444 NCalls = 972 -VariableMetric: Iteration # 159 - FCN = 297114.381542 Edm = 0.422518 NCalls = 974 -VariableMetric: Iteration # 160 - FCN = 297113.6262819 Edm = 0.332303 NCalls = 976 -VariableMetric: Iteration # 161 - FCN = 297113.2034338 Edm = 0.156657 NCalls = 978 -VariableMetric: Iteration # 162 - FCN = 297112.8329582 Edm = 0.126385 NCalls = 980 -VariableMetric: Iteration # 163 - FCN = 297112.6161637 Edm = 0.0418493 NCalls = 982 -VariableMetric: Iteration # 164 - FCN = 297112.4465279 Edm = 0.0956808 NCalls = 984 -VariableMetric: Iteration # 165 - FCN = 297112.1885598 Edm = 0.0224455 NCalls = 986 -VariableMetric: Iteration # 166 - FCN = 297112.1597106 Edm = 0.00979756 NCalls = 988 -VariableMetric: Iteration # 167 - FCN = 297112.1310536 Edm = 0.00611445 NCalls = 990 -VariableMetric: Iteration # 168 - FCN = 297112.1225946 Edm = 0.00198466 NCalls = 992 -VariableMetric: Iteration # 169 - FCN = 297112.1102933 Edm = 0.00581932 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297112.0973605 Edm = 0.00201054 NCalls = 997 -VariableMetric: Iteration # 171 - FCN = 297112.0932835 Edm = 0.00156983 NCalls = 999 -VariableMetric: Iteration # 172 - FCN = 297112.0844067 Edm = 0.0013706 NCalls = 1002 -VariableMetric: Iteration # 173 - FCN = 297112.0822767 Edm = 0.000212966 NCalls = 1004 -VariableMetric: Iteration # 174 - FCN = 297112.0813124 Edm = 0.000203182 NCalls = 1006 -VariableMetric: Iteration # 175 - FCN = 297112.0809029 Edm = 0.000145862 NCalls = 1008 -VariableMetric: Iteration # 176 - FCN = 297112.0789188 Edm = 0.000245691 NCalls = 1011 -VariableMetric: Iteration # 177 - FCN = 297112.0785766 Edm = 8.19168e-05 NCalls = 1013 -VariableMetric: Iteration # 178 - FCN = 297112.0778812 Edm = 0.000208646 NCalls = 1016 -VariableMetric: Iteration # 179 - FCN = 297112.0775388 Edm = 4.54104e-05 NCalls = 1018 -VariableMetric: After Hessian - FCN = 297112.0775388 Edm = 0.00656939 NCalls = 1493 -VariableMetric: Iteration # 180 - FCN = 297112.0775388 Edm = 0.00656939 NCalls = 1493 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316730.0426204 Edm = 59.4691 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316730.0426204 Edm = 59.4691 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305184.522244 Edm = 3.42558 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305125.4154292 Edm = 11.1607 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 304595.656614 Edm = 672.934 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303804.2737903 Edm = 55.0844 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 303516.8853859 Edm = 315.802 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 303298.2117894 Edm = 123.388 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 303236.6131944 Edm = 36.1752 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 302936.1058393 Edm = 95.1567 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 299716.6521961 Edm = 4233.85 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 299716.6521961 Edm = 4233.85 NCalls = 63 -VariableMetric: After Hessian - FCN = 299716.6521961 Edm = 9.52012e+07 NCalls = 534 -VariableMetric: Iteration # 11 - FCN = 299716.6521961 Edm = 9.52012e+07 NCalls = 534 -VariableMetric: Iteration # 12 - FCN = 298438.7888518 Edm = 2.99993e+08 NCalls = 545 -VariableMetric: Iteration # 13 - FCN = 298073.7032787 Edm = 4517.16 NCalls = 556 -VariableMetric: Iteration # 14 - FCN = 298054.2728702 Edm = 21.6123 NCalls = 561 -VariableMetric: Iteration # 15 - FCN = 298002.9341159 Edm = 25.7846 NCalls = 564 -VariableMetric: Iteration # 16 - FCN = 297951.1204191 Edm = 2.64404 NCalls = 567 -VariableMetric: Iteration # 17 - FCN = 297948.6005052 Edm = 0.342689 NCalls = 568 -VariableMetric: Iteration # 18 - FCN = 297938.0699649 Edm = 12.7505 NCalls = 572 -VariableMetric: Iteration # 19 - FCN = 297933.0694009 Edm = 4.7228 NCalls = 576 -VariableMetric: Iteration # 20 - FCN = 297814.8853516 Edm = 58.1835 NCalls = 583 -VariableMetric: Iteration # 21 - FCN = 297681.475587 Edm = 45.4157 NCalls = 586 -VariableMetric: Iteration # 22 - FCN = 297621.5782534 Edm = 7.55284 NCalls = 589 -VariableMetric: Iteration # 23 - FCN = 297612.855233 Edm = 0.145288 NCalls = 591 -VariableMetric: Iteration # 24 - FCN = 297612.6632184 Edm = 0.0665603 NCalls = 593 -VariableMetric: Iteration # 25 - FCN = 297612.0623638 Edm = 0.697471 NCalls = 596 -VariableMetric: Iteration # 26 - FCN = 297600.8213563 Edm = 5.31021 NCalls = 602 -VariableMetric: Iteration # 27 - FCN = 297589.3643065 Edm = 0.114073 NCalls = 604 -VariableMetric: Iteration # 28 - FCN = 297589.0193933 Edm = 0.252481 NCalls = 606 -VariableMetric: Iteration # 29 - FCN = 297561.6533851 Edm = 17.7237 NCalls = 613 -VariableMetric: Iteration # 30 - FCN = 297514.8002482 Edm = 0.227421 NCalls = 616 -VariableMetric: Iteration # 31 - FCN = 297514.5185862 Edm = 0.02613 NCalls = 617 -VariableMetric: Iteration # 32 - FCN = 297514.4603844 Edm = 0.0338547 NCalls = 619 -VariableMetric: Iteration # 33 - FCN = 297513.9150239 Edm = 0.474772 NCalls = 623 -VariableMetric: Iteration # 34 - FCN = 297480.4851113 Edm = 16.3753 NCalls = 629 -VariableMetric: Iteration # 35 - FCN = 297449.8085613 Edm = 4.83856 NCalls = 631 -VariableMetric: Iteration # 36 - FCN = 297446.182964 Edm = 0.106888 NCalls = 633 -VariableMetric: Iteration # 37 - FCN = 297446.0759554 Edm = 0.0131948 NCalls = 634 -VariableMetric: Iteration # 38 - FCN = 297445.9408528 Edm = 0.118769 NCalls = 637 -VariableMetric: Iteration # 39 - FCN = 297433.4836717 Edm = 6.63572 NCalls = 642 -VariableMetric: Iteration # 40 - FCN = 297420.9111906 Edm = 0.859791 NCalls = 645 -VariableMetric: Iteration # 41 - FCN = 297420.1452948 Edm = 0.0277965 NCalls = 647 -VariableMetric: Iteration # 42 - FCN = 297420.1121919 Edm = 0.00323176 NCalls = 649 -VariableMetric: Iteration # 43 - FCN = 297420.1042097 Edm = 0.00483307 NCalls = 651 -VariableMetric: Iteration # 44 - FCN = 297419.9969856 Edm = 0.0810278 NCalls = 656 -VariableMetric: Iteration # 45 - FCN = 297417.492827 Edm = 2.32335 NCalls = 660 -VariableMetric: Iteration # 46 - FCN = 297402.9108678 Edm = 0.855833 NCalls = 664 -VariableMetric: Iteration # 47 - FCN = 297402.1331245 Edm = 0.069336 NCalls = 666 -VariableMetric: Iteration # 48 - FCN = 297402.0798798 Edm = 0.00373036 NCalls = 668 -VariableMetric: Iteration # 49 - FCN = 297402.0736855 Edm = 0.00375933 NCalls = 670 -VariableMetric: Iteration # 50 - FCN = 297401.9960342 Edm = 0.0920246 NCalls = 674 -VariableMetric: Iteration # 51 - FCN = 297401.1289436 Edm = 0.768257 NCalls = 681 -VariableMetric: Iteration # 52 - FCN = 297387.7729885 Edm = 0.9023 NCalls = 685 -VariableMetric: Iteration # 53 - FCN = 297386.7099444 Edm = 0.139922 NCalls = 687 -VariableMetric: Iteration # 54 - FCN = 297386.514293 Edm = 0.00417119 NCalls = 689 -VariableMetric: Iteration # 55 - FCN = 297386.5087513 Edm = 0.000488488 NCalls = 691 -VariableMetric: Iteration # 56 - FCN = 297386.5060207 Edm = 0.0022746 NCalls = 694 -VariableMetric: Iteration # 57 - FCN = 297386.4388 Edm = 0.0646404 NCalls = 700 -VariableMetric: Iteration # 58 - FCN = 297385.6931772 Edm = 0.247875 NCalls = 703 -VariableMetric: Iteration # 59 - FCN = 297384.4295201 Edm = 0.528767 NCalls = 706 -VariableMetric: Iteration # 60 - FCN = 297382.9619674 Edm = 0.193337 NCalls = 708 -VariableMetric: Iteration # 61 - FCN = 297382.5230936 Edm = 0.0418491 NCalls = 710 -VariableMetric: Iteration # 62 - FCN = 297382.4610805 Edm = 0.00141477 NCalls = 712 -VariableMetric: Iteration # 63 - FCN = 297382.4596445 Edm = 0.000151585 NCalls = 714 -VariableMetric: Iteration # 64 - FCN = 297382.459103 Edm = 0.000332081 NCalls = 716 -VariableMetric: Iteration # 65 - FCN = 297382.452136 Edm = 0.00463293 NCalls = 720 -VariableMetric: Iteration # 66 - FCN = 297382.3086481 Edm = 0.124347 NCalls = 724 -VariableMetric: Iteration # 67 - FCN = 297377.7248949 Edm = 1.3721 NCalls = 729 -VariableMetric: Iteration # 68 - FCN = 297376.5476283 Edm = 0.406747 NCalls = 731 -VariableMetric: Iteration # 69 - FCN = 297376.2491416 Edm = 0.0383418 NCalls = 732 -VariableMetric: Iteration # 70 - FCN = 297376.2147176 Edm = 0.00495793 NCalls = 734 -VariableMetric: Iteration # 71 - FCN = 297376.2097283 Edm = 0.000473107 NCalls = 736 -VariableMetric: Iteration # 72 - FCN = 297376.2093324 Edm = 8.04148e-05 NCalls = 738 -VariableMetric: After Hessian - FCN = 297376.2093324 Edm = 74.7651 NCalls = 1217 -VariableMetric: Iteration # 73 - FCN = 297376.2093324 Edm = 74.7651 NCalls = 1217 -VariableMetric: Iteration # 74 - FCN = 297372.7134746 Edm = 21.3455 NCalls = 1222 -VariableMetric: Iteration # 75 - FCN = 297371.0393355 Edm = 2.31919 NCalls = 1224 -VariableMetric: Iteration # 76 - FCN = 297369.5730751 Edm = 0.23268 NCalls = 1226 -VariableMetric: Iteration # 77 - FCN = 297369.3504577 Edm = 0.0602627 NCalls = 1229 -VariableMetric: Iteration # 78 - FCN = 297369.2694516 Edm = 0.00953848 NCalls = 1231 -VariableMetric: Iteration # 79 - FCN = 297369.2516579 Edm = 0.0031039 NCalls = 1233 -VariableMetric: Iteration # 80 - FCN = 297369.2436619 Edm = 0.00215588 NCalls = 1235 -VariableMetric: Iteration # 81 - FCN = 297369.2389349 Edm = 0.00131366 NCalls = 1237 -VariableMetric: Iteration # 82 - FCN = 297369.2343067 Edm = 0.00205522 NCalls = 1240 -VariableMetric: Iteration # 83 - FCN = 297369.2284758 Edm = 0.00119933 NCalls = 1242 -VariableMetric: Iteration # 84 - FCN = 297369.2257458 Edm = 0.000825212 NCalls = 1244 -VariableMetric: Iteration # 85 - FCN = 297369.2240641 Edm = 0.000568413 NCalls = 1246 -VariableMetric: Iteration # 86 - FCN = 297369.2235977 Edm = 0.000412315 NCalls = 1248 -VariableMetric: Iteration # 87 - FCN = 297369.2233159 Edm = 0.000127308 NCalls = 1250 -VariableMetric: Iteration # 88 - FCN = 297369.2230791 Edm = 5.55083e-05 NCalls = 1252 -VariableMetric: Iteration # 89 - FCN = 297369.222966 Edm = 2.13797e-05 NCalls = 1254 -VariableMetric: After Hessian - FCN = 297369.222966 Edm = 0.000118765 NCalls = 1751 -VariableMetric: Iteration # 90 - FCN = 297369.222966 Edm = 0.000118765 NCalls = 1751 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310158.6033104 Edm = 16.0732 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310158.6033104 Edm = 16.0732 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305196.7146214 Edm = 16.7477 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 305169.311813 Edm = 30.5523 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304190.2459047 Edm = 1273.33 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300608.2623396 Edm = 453.018 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 300345.8643928 Edm = 109.98 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300203.0935402 Edm = 84.3878 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299846.7360354 Edm = 18.0328 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299810.4898601 Edm = 51.2817 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 299640.0658911 Edm = 137.916 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298498.3012279 Edm = 150.638 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298065.7915429 Edm = 23.3439 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298019.6117684 Edm = 10.7071 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 298008.6125294 Edm = 7.33457 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297783.2403881 Edm = 154.361 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297687.5514367 Edm = 52.7722 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297647.3540965 Edm = 23.1031 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297593.5312933 Edm = 13.0785 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297570.8892184 Edm = 1.89856 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297570.1866141 Edm = 0.489748 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297569.6082629 Edm = 0.0648652 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297569.0336421 Edm = 0.468105 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297560.3454174 Edm = 10.4574 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297466.8637222 Edm = 12.4373 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297457.5011696 Edm = 2.78058 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297453.0241193 Edm = 1.84962 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297443.3823746 Edm = 2.33993 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297442.6847542 Edm = 0.567393 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297442.4967459 Edm = 0.449343 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297442.0859527 Edm = 0.222517 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297438.6790726 Edm = 2.60527 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297407.3301881 Edm = 9.17228 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297398.3306479 Edm = 3.15203 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297397.3258823 Edm = 0.1486 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297397.1635417 Edm = 0.038128 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297397.0594675 Edm = 0.0917494 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297393.8268425 Edm = 3.26652 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297392.5019074 Edm = 1.29315 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297387.63608 Edm = 4.31456 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297330.7105092 Edm = 4.23282 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297326.9128496 Edm = 0.454482 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297326.4924501 Edm = 0.0286003 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297326.4513906 Edm = 0.00978498 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297326.4138829 Edm = 0.0363239 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297324.4346637 Edm = 1.76983 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297310.9208989 Edm = 1.30818 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297309.2147103 Edm = 0.172707 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297309.0007687 Edm = 0.0683768 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297308.8338949 Edm = 0.0224899 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297308.78887 Edm = 0.0144375 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297308.5159687 Edm = 0.271931 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297303.0921069 Edm = 3.58132 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297282.2200872 Edm = 7.92485 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297274.0737032 Edm = 2.66343 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297270.8445649 Edm = 2.88552 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297268.0078831 Edm = 2.90567 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297265.4052969 Edm = 0.389401 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297265.1136049 Edm = 0.0618224 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297265.0617049 Edm = 0.00948656 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297265.0421213 Edm = 0.00745571 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297264.9238626 Edm = 0.0972527 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297263.0995676 Edm = 1.47116 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297254.4447746 Edm = 2.96468 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297248.5516473 Edm = 1.04009 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297247.1378656 Edm = 0.586347 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297246.7306178 Edm = 0.10931 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297246.5438589 Edm = 0.0156361 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297246.5209596 Edm = 0.00203911 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297246.5013467 Edm = 0.0176412 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297245.7909188 Edm = 0.563212 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297236.5761212 Edm = 7.49378 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297225.5272285 Edm = 0.481001 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297224.9217955 Edm = 0.0347826 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297224.8861726 Edm = 0.00244924 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297224.8837686 Edm = 0.00113659 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297224.8790734 Edm = 0.00465241 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297224.6704111 Edm = 0.111075 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297223.6593144 Edm = 0.567242 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297222.5562371 Edm = 0.102576 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297222.4529748 Edm = 0.00615083 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297222.4471044 Edm = 0.000488836 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297222.4462071 Edm = 0.000325128 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297222.4351784 Edm = 0.0103268 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297220.1283065 Edm = 0.997463 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297218.5540733 Edm = 0.0382507 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297218.5188176 Edm = 0.000597519 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297218.5180849 Edm = 0.00010911 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297218.5149914 Edm = 0.00299904 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297218.4052611 Edm = 0.091395 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297216.2572731 Edm = 0.152795 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297216.0731808 Edm = 0.00952797 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297216.061919 Edm = 0.000324899 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297216.0615258 Edm = 4.41567e-05 NCalls = 299 -VariableMetric: After Hessian - FCN = 297216.0615258 Edm = 1347.94 NCalls = 770 -VariableMetric: Iteration # 93 - FCN = 297216.0615258 Edm = 1347.94 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297210.7709954 Edm = 272.717 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297210.45957 Edm = 0.335954 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297209.2975763 Edm = 0.173914 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297209.011432 Edm = 0.109158 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297208.7838376 Edm = 0.0328929 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297208.6896864 Edm = 0.0409941 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297208.5384867 Edm = 0.0277621 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297208.4522474 Edm = 0.0299383 NCalls = 792 -VariableMetric: Iteration # 102 - FCN = 297208.3699949 Edm = 0.00522682 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297208.3526487 Edm = 0.00643129 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297208.3237496 Edm = 0.00516048 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297208.2968571 Edm = 0.0137512 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297208.1792414 Edm = 0.0218386 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297208.1285735 Edm = 0.0214863 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297208.0188736 Edm = 0.0244397 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297207.9831961 Edm = 0.0133961 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297207.8364823 Edm = 0.0323914 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297207.7734868 Edm = 0.0206806 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297207.4622331 Edm = 0.103866 NCalls = 818 -VariableMetric: Iteration # 113 - FCN = 297207.3082703 Edm = 0.0167648 NCalls = 820 -VariableMetric: Iteration # 114 - FCN = 297207.2481289 Edm = 0.0322003 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297207.133344 Edm = 0.0202671 NCalls = 824 -VariableMetric: Iteration # 116 - FCN = 297207.1036107 Edm = 0.00707845 NCalls = 826 -VariableMetric: Iteration # 117 - FCN = 297207.0775951 Edm = 0.0147623 NCalls = 828 -VariableMetric: Iteration # 118 - FCN = 297206.9468743 Edm = 0.0314303 NCalls = 831 -VariableMetric: Iteration # 119 - FCN = 297206.8915921 Edm = 0.00761162 NCalls = 833 -VariableMetric: Iteration # 120 - FCN = 297206.8557 Edm = 0.0178448 NCalls = 835 -VariableMetric: Iteration # 121 - FCN = 297206.8072862 Edm = 0.00247878 NCalls = 837 -VariableMetric: Iteration # 122 - FCN = 297206.8023895 Edm = 0.00161148 NCalls = 839 -VariableMetric: Iteration # 123 - FCN = 297206.7951181 Edm = 0.000839985 NCalls = 841 -VariableMetric: Iteration # 124 - FCN = 297206.7932284 Edm = 0.000478046 NCalls = 843 -VariableMetric: Iteration # 125 - FCN = 297206.790632 Edm = 0.000907132 NCalls = 846 -VariableMetric: Iteration # 126 - FCN = 297206.7891108 Edm = 4.80825e-05 NCalls = 848 -VariableMetric: After Hessian - FCN = 297206.7891108 Edm = 0.000449798 NCalls = 1323 -VariableMetric: Iteration # 127 - FCN = 297206.7891108 Edm = 0.000449798 NCalls = 1323 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335458.1454616 Edm = 1376.43 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335458.1454616 Edm = 1376.43 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300880.4549647 Edm = 33.0351 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300498.0884034 Edm = 2468.97 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300498.0884034 Edm = 2468.97 NCalls = 25 -VariableMetric: After Hessian - FCN = 300498.0884034 Edm = 4.20598e+08 NCalls = 494 -VariableMetric: Iteration # 4 - FCN = 300498.0884034 Edm = 4.20598e+08 NCalls = 494 -VariableMetric: Iteration # 5 - FCN = 300498.0884034 Edm = 4.20598e+08 NCalls = 505 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316786.595191 Edm = 41.2553 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316786.595191 Edm = 41.2553 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307596.5247254 Edm = 9.96202 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301879.4248188 Edm = 21.1956 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 301866.1368331 Edm = 4.19351 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301862.0968547 Edm = 2.9858 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 301753.5843103 Edm = 17.2215 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 301716.2539252 Edm = 1.68879 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 301687.8396866 Edm = 25.496 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299761.8194359 Edm = 3534.79 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 299703.1007885 Edm = 64.4683 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298760.2384819 Edm = 938.666 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297716.7638322 Edm = 99.0115 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297619.069787 Edm = 51.8532 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297540.2168379 Edm = 13.5063 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297527.5826375 Edm = 0.260566 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297527.3306506 Edm = 0.0176792 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297527.2911674 Edm = 0.0156846 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297524.7797765 Edm = 2.36437 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297460.1510969 Edm = 15.298 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297432.7543899 Edm = 7.02859 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297428.75672 Edm = 2.50045 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297426.0124855 Edm = 0.40762 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297424.9347196 Edm = 0.0198185 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297424.9087247 Edm = 0.00472886 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297424.8402424 Edm = 0.0563296 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297413.5831592 Edm = 9.81695 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297362.6853015 Edm = 148.46 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297351.9897507 Edm = 7.14211 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297330.4823827 Edm = 6.46062 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297324.3965315 Edm = 0.928149 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297323.2810073 Edm = 0.978097 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297322.1073942 Edm = 0.210429 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297321.6517349 Edm = 0.176128 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297320.9134008 Edm = 0.0906957 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297320.7896525 Edm = 0.0297814 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297320.7541558 Edm = 0.026439 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297320.7264644 Edm = 0.0122373 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297320.6731602 Edm = 0.0328127 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297320.0520484 Edm = 0.531294 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297308.9018676 Edm = 20.4322 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297285.0267315 Edm = 10.1504 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297284.2556194 Edm = 1.131 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297283.67734 Edm = 1.15661 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297282.8514497 Edm = 0.737209 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297280.3316714 Edm = 0.619598 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297279.067433 Edm = 0.420594 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297277.7184617 Edm = 0.12775 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297277.5956267 Edm = 0.0134833 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297277.5792551 Edm = 0.00228837 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297277.5730867 Edm = 0.00309587 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297277.5199021 Edm = 0.0432808 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297274.9351829 Edm = 0.80577 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297273.7083167 Edm = 0.121586 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297273.6475385 Edm = 0.00207501 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297273.643544 Edm = 0.00135855 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297273.6313353 Edm = 0.0044189 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297273.3940595 Edm = 0.210976 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297269.6393652 Edm = 3.2489 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297267.3271821 Edm = 1.39949 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297265.9695252 Edm = 0.164762 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297265.7417362 Edm = 0.0118333 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297265.7248477 Edm = 0.00118019 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297265.7210956 Edm = 0.00158181 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297265.6156728 Edm = 0.121198 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297265.5860002 Edm = 0.0287042 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297264.8023146 Edm = 0.661137 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297258.4770776 Edm = 0.380745 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297258.1108039 Edm = 0.170306 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297257.9911242 Edm = 0.0203868 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297257.9621069 Edm = 0.0012204 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297257.9599017 Edm = 0.000291424 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297257.9588209 Edm = 0.000940913 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297257.9408493 Edm = 0.022364 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297257.602157 Edm = 0.0901468 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297255.6993041 Edm = 0.805399 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297252.8881264 Edm = 0.535469 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297252.3678453 Edm = 0.0214804 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297252.3476868 Edm = 0.00193961 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297252.3457581 Edm = 0.000389111 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297252.3452526 Edm = 0.000253964 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297252.3438408 Edm = 0.0011781 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297252.2084911 Edm = 0.132934 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297252.1397351 Edm = 0.0657763 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297245.5339469 Edm = 1.69761 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297243.6117496 Edm = 2.58897 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297242.196227 Edm = 0.134483 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297242.0540355 Edm = 0.0121266 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297242.0408573 Edm = 0.000532163 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297242.0399436 Edm = 0.000390786 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297242.0360119 Edm = 0.0038987 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297241.8933277 Edm = 0.133371 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297239.4694061 Edm = 1.55291 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297237.0649119 Edm = 0.0348686 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297237.0330431 Edm = 0.00139613 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297237.0317338 Edm = 4.74444e-05 NCalls = 303 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324980.4542292 Edm = 1130.19 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324980.4542292 Edm = 1130.19 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313923.5559783 Edm = 59.7672 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 313666.1451443 Edm = 19.6959 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 312877.7941745 Edm = 1703.04 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 309889.6958623 Edm = 4474.71 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 309383.8457211 Edm = 39.0706 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 309325.2544506 Edm = 93.9717 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 299204.4972964 Edm = 761.266 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298539.3493865 Edm = 199.73 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297914.3656371 Edm = 72.6744 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297805.9428414 Edm = 10.7204 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297787.2579902 Edm = 0.932936 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297785.991954 Edm = 0.059304 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297784.8631217 Edm = 0.975096 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297672.8492519 Edm = 0.719477 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297671.4144802 Edm = 0.349326 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297670.9536964 Edm = 0.0893845 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297647.853509 Edm = 11.1211 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297628.7501683 Edm = 1.3434 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297627.3760056 Edm = 0.14451 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297627.048879 Edm = 0.0602027 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297626.8688166 Edm = 0.110386 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297617.7914545 Edm = 6.64275 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297566.8263286 Edm = 16.9786 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297534.2472437 Edm = 57.8 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297505.6871178 Edm = 3.03394 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297503.3468315 Edm = 0.323427 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297502.0660574 Edm = 0.738395 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297499.6795747 Edm = 0.270862 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297499.4291646 Edm = 0.0486024 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297499.2125214 Edm = 0.130707 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297497.6045798 Edm = 1.08479 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297482.0792886 Edm = 3.71893 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297473.2393415 Edm = 1.68907 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297472.221166 Edm = 0.590535 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297471.4995011 Edm = 0.277886 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297463.7546256 Edm = 13.6507 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297461.9321397 Edm = 1.67146 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297459.419445 Edm = 0.423749 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297458.8045955 Edm = 0.00984278 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297458.7889063 Edm = 0.00562318 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297458.5238508 Edm = 0.242165 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297458.418747 Edm = 0.101873 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297449.081749 Edm = 0.909193 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297414.4977962 Edm = 5.97985 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297405.4910816 Edm = 2.06013 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297403.0673081 Edm = 0.471488 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297402.5303704 Edm = 0.213061 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297401.9756111 Edm = 0.384308 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297401.57173 Edm = 0.140685 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297401.4379987 Edm = 0.0205625 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297401.4111305 Edm = 0.00771171 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297401.3714193 Edm = 0.0360724 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297400.6521506 Edm = 0.777575 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297400.0366795 Edm = 0.601752 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297377.1119441 Edm = 3.61533 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297374.7246245 Edm = 0.466526 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297374.2301536 Edm = 0.0785012 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297374.0945904 Edm = 0.0252024 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297374.0565823 Edm = 0.00158307 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297374.0533181 Edm = 0.00239775 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297373.9791555 Edm = 0.0746748 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297373.0426186 Edm = 0.818375 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297364.8681575 Edm = 2.20739 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297363.0733161 Edm = 0.187555 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297362.926899 Edm = 0.0222796 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297362.9053664 Edm = 0.0031933 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297362.9007197 Edm = 0.00216573 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297362.8767926 Edm = 0.0221651 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297360.4958719 Edm = 2.11492 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297355.1925694 Edm = 0.625182 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297354.5964692 Edm = 0.0257028 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297354.5722852 Edm = 0.00185033 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297354.5703058 Edm = 0.000311412 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297354.5687907 Edm = 0.00108449 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297354.5275842 Edm = 0.0436522 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297354.3279582 Edm = 0.187798 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297348.8573854 Edm = 2.56359 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297345.3210453 Edm = 4.47576 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297344.2335274 Edm = 2.06002 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297339.9801107 Edm = 5.30991 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297339.0112141 Edm = 0.863895 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297337.5336127 Edm = 0.793844 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297336.9362875 Edm = 0.17536 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297336.7841708 Edm = 0.00727562 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297336.7779975 Edm = 0.0011818 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297336.7768919 Edm = 0.000454695 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297336.7727481 Edm = 0.00379984 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297336.3489375 Edm = 0.358666 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297333.3256964 Edm = 0.579622 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297332.58473 Edm = 0.0309571 NCalls = 279 -VariableMetric: Iteration # 91 - FCN = 297332.5597673 Edm = 0.00109084 NCalls = 281 -VariableMetric: Iteration # 92 - FCN = 297332.5589274 Edm = 7.9116e-05 NCalls = 283 -VariableMetric: After Hessian - FCN = 297332.5589274 Edm = 2.78815 NCalls = 752 -VariableMetric: Iteration # 93 - FCN = 297332.5589274 Edm = 2.78815 NCalls = 752 -VariableMetric: Iteration # 94 - FCN = 297329.9869491 Edm = 0.466845 NCalls = 754 -VariableMetric: Iteration # 95 - FCN = 297329.7721039 Edm = 0.332822 NCalls = 756 -VariableMetric: Iteration # 96 - FCN = 297329.659796 Edm = 0.0764528 NCalls = 758 -VariableMetric: Iteration # 97 - FCN = 297329.5443955 Edm = 0.014296 NCalls = 760 -VariableMetric: Iteration # 98 - FCN = 297329.5309092 Edm = 0.000665053 NCalls = 761 -VariableMetric: Iteration # 99 - FCN = 297329.530146 Edm = 4.19635e-05 NCalls = 763 -VariableMetric: After Hessian - FCN = 297329.530146 Edm = 5.72281e-05 NCalls = 1238 -VariableMetric: Iteration # 100 - FCN = 297329.530146 Edm = 5.72281e-05 NCalls = 1238 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306412.529861 Edm = 23.9715 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306412.529861 Edm = 23.9715 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299141.9242314 Edm = 1.07515 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299124.6308117 Edm = 1.59951 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298903.2955342 Edm = 49.2287 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298870.4449453 Edm = 5.45395 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298850.1334463 Edm = 4.23585 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298844.3789398 Edm = 6.81071 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298828.2362226 Edm = 3.20836 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298826.3599834 Edm = 0.384574 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298825.0516809 Edm = 1.08868 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298822.6557987 Edm = 1.67158 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298746.874371 Edm = 155.238 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298741.8307629 Edm = 9.71426 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297809.4278248 Edm = 205.513 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297707.8027742 Edm = 56.3957 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297652.1944297 Edm = 29.5714 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297546.6185409 Edm = 38.4158 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297529.9459992 Edm = 19.7571 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297508.3444464 Edm = 3.39453 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297502.4915487 Edm = 0.208736 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297502.1490561 Edm = 0.0405517 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297502.0910541 Edm = 0.074191 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297500.9652764 Edm = 1.03479 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297481.7163136 Edm = 3.31167 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297478.5903777 Edm = 0.57923 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297478.0873148 Edm = 0.0270735 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297477.9199335 Edm = 0.143429 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297463.903822 Edm = 11.5809 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297432.3557972 Edm = 8.2169 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297423.224372 Edm = 0.25032 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297422.9433052 Edm = 0.0151457 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297422.9274297 Edm = 0.00715389 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297422.9149047 Edm = 0.0141206 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297421.5260307 Edm = 1.27472 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297411.9474406 Edm = 7.10027 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297406.3687596 Edm = 0.53818 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297405.9194172 Edm = 0.124149 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297405.8133993 Edm = 0.151052 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297405.6310636 Edm = 0.234451 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297405.1167934 Edm = 0.323167 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297404.8816468 Edm = 0.354088 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297404.6936766 Edm = 0.0204658 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297404.6647814 Edm = 0.00214335 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297404.6433398 Edm = 0.019777 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297397.8346753 Edm = 4.45678 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297385.5580349 Edm = 1.57384 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297380.2154046 Edm = 0.294155 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297379.8844377 Edm = 0.154408 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297379.7906685 Edm = 0.140826 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297379.440786 Edm = 0.0583061 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297379.3107911 Edm = 0.0357232 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297379.2535516 Edm = 0.00877229 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297379.2430881 Edm = 0.00191475 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297379.2396597 Edm = 0.0012073 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297379.229239 Edm = 0.00840238 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297379.0529748 Edm = 0.113102 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297378.5727312 Edm = 0.447306 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297378.2744786 Edm = 0.669868 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297376.6700916 Edm = 1.7664 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297374.1451299 Edm = 1.56953 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297371.4020118 Edm = 3.31664 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297370.0215974 Edm = 0.0953216 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297369.9338233 Edm = 0.0150231 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297369.916629 Edm = 0.00219696 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297369.9146224 Edm = 0.000260648 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297369.9133977 Edm = 0.00162826 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297369.8808202 Edm = 0.0323968 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297369.5844915 Edm = 0.103287 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297367.1354578 Edm = 1.63469 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297361.1242236 Edm = 1.13744 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297359.3474129 Edm = 0.416096 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297358.6840233 Edm = 0.221321 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297358.5331019 Edm = 0.218198 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297358.2851022 Edm = 0.138426 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297357.9823681 Edm = 0.081552 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297357.9124157 Edm = 0.0343737 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297357.8764152 Edm = 0.00481194 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297357.8698023 Edm = 0.000405544 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297357.8691187 Edm = 0.00022122 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297357.8665964 Edm = 0.00260591 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297357.7517973 Edm = 0.1234 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297357.7472006 Edm = 0.00446057 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297357.3725004 Edm = 0.0310527 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297354.5749742 Edm = 0.691181 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297353.1588387 Edm = 0.17717 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297353.0565756 Edm = 0.00826463 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297353.0505237 Edm = 0.000226213 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297353.050222 Edm = 6.24902e-05 NCalls = 285 -VariableMetric: After Hessian - FCN = 297353.050222 Edm = 6.17195 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297353.050222 Edm = 6.17195 NCalls = 766 -VariableMetric: Iteration # 89 - FCN = 297349.3207353 Edm = 1.55173 NCalls = 768 -VariableMetric: Iteration # 90 - FCN = 297349.1353162 Edm = 0.986388 NCalls = 770 -VariableMetric: Iteration # 91 - FCN = 297348.5374227 Edm = 0.492793 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297348.4380991 Edm = 0.17774 NCalls = 774 -VariableMetric: Iteration # 93 - FCN = 297348.3158172 Edm = 0.112315 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297348.2026201 Edm = 0.0350261 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297348.1544175 Edm = 0.0111317 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297348.1323414 Edm = 0.0108572 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297348.1170691 Edm = 0.0084205 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297348.0994589 Edm = 0.0225338 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297348.0746494 Edm = 0.0329452 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297348.0330199 Edm = 0.0183745 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297348.0032532 Edm = 0.0337132 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297347.9938211 Edm = 0.0188203 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297347.9856836 Edm = 0.0112156 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297347.9698057 Edm = 0.00738361 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297347.9374705 Edm = 0.0283944 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297347.9247173 Edm = 0.0213267 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297347.9005135 Edm = 0.0072667 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297347.8928951 Edm = 0.00860797 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297347.8866951 Edm = 0.00738135 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297347.8701651 Edm = 0.00877218 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297347.8477135 Edm = 0.00448711 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297347.8403788 Edm = 0.00774857 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297347.8366227 Edm = 0.00343806 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297347.8272573 Edm = 0.00573739 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297347.8217683 Edm = 0.00395042 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297347.8157841 Edm = 0.00256964 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297347.8105372 Edm = 0.000793816 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297347.8096368 Edm = 0.000405617 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297347.8092593 Edm = 0.000254129 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297347.8089171 Edm = 6.14732e-05 NCalls = 846 -VariableMetric: After Hessian - FCN = 297347.8089171 Edm = 8.91149e-05 NCalls = 1325 -VariableMetric: Iteration # 121 - FCN = 297347.8089171 Edm = 8.91149e-05 NCalls = 1325 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318723.1998278 Edm = 31.8443 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318723.1998278 Edm = 31.8443 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301113.748723 Edm = 12.6118 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301046.614507 Edm = 21.064 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300995.6602289 Edm = 24.5343 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300430.503971 Edm = 31.8811 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300308.8552394 Edm = 249.267 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300143.3191919 Edm = 51.4542 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299988.1064865 Edm = 60.1739 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299947.2070395 Edm = 88.9963 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 299798.2300963 Edm = 13.2763 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 299790.1839414 Edm = 2.8576 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 299763.3749617 Edm = 12.9823 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 299756.4029833 Edm = 4.53056 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 299750.464887 Edm = 11.1607 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298298.5336261 Edm = 281.353 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 298199.6540487 Edm = 136.175 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297819.4284912 Edm = 43.316 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297764.8951493 Edm = 3.29654 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297763.7821602 Edm = 0.836767 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297746.6602149 Edm = 3.8786 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297726.0716598 Edm = 3.84549 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297719.0050157 Edm = 0.880635 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297716.5882933 Edm = 0.201779 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297716.1897842 Edm = 0.226939 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297715.8200347 Edm = 0.311038 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297711.8786031 Edm = 3.35359 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297680.9572104 Edm = 26.8053 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297596.6853866 Edm = 56.6317 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297505.7876887 Edm = 18.8302 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297481.8650152 Edm = 6.93467 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297474.6276851 Edm = 3.9761 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297469.8420473 Edm = 0.762437 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297468.1646971 Edm = 0.120726 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297467.972323 Edm = 0.119733 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297467.6160086 Edm = 0.487305 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297465.8851144 Edm = 1.6769 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297462.4249222 Edm = 3.48557 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297439.4358549 Edm = 38.3169 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297424.1654593 Edm = 82.7126 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297388.1825292 Edm = 8.44837 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297373.3064278 Edm = 0.787582 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297372.5188474 Edm = 0.110265 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297372.4565994 Edm = 0.0143437 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297372.4301586 Edm = 0.0171843 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297367.1333756 Edm = 6.03412 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297367.1013209 Edm = 0.0241074 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297366.3955363 Edm = 1.00172 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297366.2348953 Edm = 0.154743 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297360.7726804 Edm = 4.28808 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297311.0749732 Edm = 11.1187 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297303.2963984 Edm = 0.669316 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297302.4854899 Edm = 0.193881 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297302.1890668 Edm = 0.0613415 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297301.8769483 Edm = 0.203354 NCalls = 196 -VariableMetric: Iteration # 54 - FCN = 297301.3459046 Edm = 0.166487 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297301.1038619 Edm = 0.126179 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297300.7549334 Edm = 0.570507 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297299.3206483 Edm = 0.964287 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297286.562218 Edm = 5.93128 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297267.704879 Edm = 6.86886 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297257.2078964 Edm = 1.10563 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297255.7736986 Edm = 0.221137 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297255.6173905 Edm = 0.0105966 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297255.6023249 Edm = 0.00336144 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297255.5795244 Edm = 0.0123597 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297255.404988 Edm = 0.135868 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297253.5007561 Edm = 1.71778 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297238.70577 Edm = 3.68292 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297232.6510351 Edm = 1.59016 NCalls = 245 -VariableMetric: Iteration # 69 - FCN = 297231.5905254 Edm = 0.5118 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297230.9575708 Edm = 0.157477 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297230.7075773 Edm = 0.034368 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297230.6503947 Edm = 0.00707874 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297230.64332 Edm = 0.00236339 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297230.6373348 Edm = 0.00424055 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297230.3750044 Edm = 0.241993 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297221.2441244 Edm = 16.5304 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297220.7348672 Edm = 0.581285 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297220.0029128 Edm = 2.06448 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297207.7941312 Edm = 12.2408 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297196.9403868 Edm = 6.47889 NCalls = 283 -VariableMetric: Iteration # 81 - FCN = 297188.9092218 Edm = 1.20567 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297187.6337174 Edm = 0.336275 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297186.580659 Edm = 0.335463 NCalls = 291 -VariableMetric: Iteration # 84 - FCN = 297186.0999554 Edm = 0.122051 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297185.951193 Edm = 0.0180041 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297185.9231241 Edm = 0.0076955 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297185.9155039 Edm = 0.00234199 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297185.9133151 Edm = 0.00050095 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297185.9107379 Edm = 0.00174953 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297185.9054523 Edm = 0.000957188 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297185.9040413 Edm = 0.00028933 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297185.9034831 Edm = 0.000158879 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297185.9031401 Edm = 0.000327748 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297185.9008562 Edm = 0.00229949 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297185.884926 Edm = 0.0151183 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297185.8543702 Edm = 0.0146262 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297185.8432142 Edm = 0.0341125 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297185.8103666 Edm = 0.0347596 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297185.6038701 Edm = 0.149731 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297184.0411148 Edm = 1.04461 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297182.0021572 Edm = 0.633348 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297181.5830262 Edm = 0.0704414 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297181.5175642 Edm = 0.00795094 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297181.5058709 Edm = 0.00188838 NCalls = 346 -VariableMetric: Iteration # 105 - FCN = 297181.5025871 Edm = 0.000590563 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297181.5008472 Edm = 0.000169377 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297181.5002278 Edm = 0.000372215 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297181.4479878 Edm = 0.044174 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297180.5305495 Edm = 0.316076 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297179.9581322 Edm = 0.127007 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297179.7728193 Edm = 0.155485 NCalls = 365 -VariableMetric: Iteration # 112 - FCN = 297179.6989091 Edm = 0.0884926 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297179.5897008 Edm = 0.0159167 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297179.570374 Edm = 0.0025305 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297179.5676735 Edm = 0.00018973 NCalls = 374 -VariableMetric: Iteration # 116 - FCN = 297179.5673804 Edm = 7.37129e-05 NCalls = 376 -VariableMetric: After Hessian - FCN = 297179.5673804 Edm = 558.813 NCalls = 855 -VariableMetric: Iteration # 117 - FCN = 297179.5673804 Edm = 558.813 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297179.117235 Edm = 1169.74 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297179.0794127 Edm = 11293.3 NCalls = 866 -VariableMetric: Iteration # 120 - FCN = 297178.9437036 Edm = 5440.16 NCalls = 870 -VariableMetric: Iteration # 121 - FCN = 297178.468006 Edm = 3527.86 NCalls = 874 -VariableMetric: Iteration # 122 - FCN = 297178.323603 Edm = 869.894 NCalls = 878 -VariableMetric: Iteration # 123 - FCN = 297177.7739201 Edm = 453.013 NCalls = 881 -VariableMetric: Iteration # 124 - FCN = 297177.1855815 Edm = 328.03 NCalls = 884 -VariableMetric: Iteration # 125 - FCN = 297176.840107 Edm = 162.024 NCalls = 887 -VariableMetric: Iteration # 126 - FCN = 297176.5290536 Edm = 95.0618 NCalls = 890 -VariableMetric: Iteration # 127 - FCN = 297175.3843722 Edm = 265.299 NCalls = 893 -VariableMetric: Iteration # 128 - FCN = 297175.0859383 Edm = 45.8994 NCalls = 896 -VariableMetric: Iteration # 129 - FCN = 297173.938011 Edm = 228.845 NCalls = 898 -VariableMetric: Iteration # 130 - FCN = 297172.0003244 Edm = 17.1954 NCalls = 900 -VariableMetric: Iteration # 131 - FCN = 297171.0378467 Edm = 27.4058 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297170.4923114 Edm = 34.9139 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297169.8601003 Edm = 9.86877 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297169.0467617 Edm = 8.83366 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297168.4973382 Edm = 5.0576 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297167.5638129 Edm = 5.27735 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297166.5098171 Edm = 4.43855 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297165.5564427 Edm = 3.97996 NCalls = 916 -VariableMetric: Iteration # 139 - FCN = 297164.8250888 Edm = 3.31786 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297164.1893747 Edm = 1.6979 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 297163.633454 Edm = 1.07538 NCalls = 922 -VariableMetric: Iteration # 142 - FCN = 297163.1197187 Edm = 1.49779 NCalls = 924 -VariableMetric: Iteration # 143 - FCN = 297162.3430809 Edm = 1.40548 NCalls = 926 -VariableMetric: Iteration # 144 - FCN = 297161.7123588 Edm = 2.3299 NCalls = 928 -VariableMetric: Iteration # 145 - FCN = 297160.873653 Edm = 58.908 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 297160.2491483 Edm = 30459.2 NCalls = 942 -VariableMetric: Iteration # 147 - FCN = 297159.7595783 Edm = 675.579 NCalls = 949 -VariableMetric: Iteration # 148 - FCN = 297159.446566 Edm = 7481.98 NCalls = 952 -VariableMetric: Iteration # 149 - FCN = 297159.2511691 Edm = 3135.69 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297158.1185991 Edm = 257.329 NCalls = 959 -VariableMetric: Iteration # 151 - FCN = 297157.8115232 Edm = 125.194 NCalls = 962 -VariableMetric: Iteration # 152 - FCN = 297157.7554104 Edm = 302.823 NCalls = 965 -VariableMetric: Iteration # 153 - FCN = 297157.4828916 Edm = 63.2409 NCalls = 968 -VariableMetric: Iteration # 154 - FCN = 297157.2293214 Edm = 66.3383 NCalls = 971 -VariableMetric: Iteration # 155 - FCN = 297157.0329478 Edm = 33.1535 NCalls = 974 -VariableMetric: Iteration # 156 - FCN = 297156.8456422 Edm = 15.9875 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297156.7078868 Edm = 40.8148 NCalls = 979 -VariableMetric: Iteration # 158 - FCN = 297156.4703992 Edm = 8.92812 NCalls = 981 -VariableMetric: Iteration # 159 - FCN = 297156.4040989 Edm = 12.3673 NCalls = 983 -VariableMetric: Iteration # 160 - FCN = 297156.3791831 Edm = 8.86937 NCalls = 986 -VariableMetric: Iteration # 161 - FCN = 297156.2249749 Edm = 3.00309 NCalls = 988 -VariableMetric: Iteration # 162 - FCN = 297156.0212714 Edm = 2.8742 NCalls = 990 -VariableMetric: Iteration # 163 - FCN = 297155.7632046 Edm = 2.4153 NCalls = 992 -VariableMetric: Iteration # 164 - FCN = 297155.5252359 Edm = 0.324356 NCalls = 994 -VariableMetric: Iteration # 165 - FCN = 297155.4864955 Edm = 0.184113 NCalls = 996 -VariableMetric: Iteration # 166 - FCN = 297155.4589709 Edm = 0.0305067 NCalls = 998 -VariableMetric: Iteration # 167 - FCN = 297155.4554611 Edm = 0.00607434 NCalls = 1000 -VariableMetric: Iteration # 168 - FCN = 297155.4541011 Edm = 0.00137357 NCalls = 1002 -VariableMetric: Iteration # 169 - FCN = 297155.4533774 Edm = 0.00148707 NCalls = 1004 -VariableMetric: Iteration # 170 - FCN = 297155.4532273 Edm = 0.000307374 NCalls = 1006 -VariableMetric: Iteration # 171 - FCN = 297155.453201 Edm = 2.53255e-05 NCalls = 1008 -VariableMetric: Iteration # 172 - FCN = 297155.4531758 Edm = 1.85236e-06 NCalls = 1010 -VariableMetric: After Hessian - FCN = 297155.4531758 Edm = 2.06484e-06 NCalls = 1515 -VariableMetric: Iteration # 173 - FCN = 297155.4531758 Edm = 2.06484e-06 NCalls = 1515 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300745.3830907 Edm = 52.3603 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300745.3830907 Edm = 52.3603 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298179.8045414 Edm = 1.13712 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298178.1978319 Edm = 1.35025 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297871.8878821 Edm = 238.743 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297455.6606389 Edm = 21.0359 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297432.2594313 Edm = 1.37005 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297430.390028 Edm = 0.0820244 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297428.630848 Edm = 1.50506 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297367.7192428 Edm = 1.20171 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297366.5132005 Edm = 0.109294 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297366.2303768 Edm = 0.193971 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297348.9523334 Edm = 13.4674 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297307.7573233 Edm = 0.948526 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297307.0098088 Edm = 0.0544334 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297306.851773 Edm = 0.133019 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297278.6350199 Edm = 20.9508 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297230.5355789 Edm = 0.317606 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297230.1969425 Edm = 0.0259786 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297230.169178 Edm = 0.0216147 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297229.7687635 Edm = 0.364195 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297210.9839633 Edm = 8.78751 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297184.7180466 Edm = 0.977276 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297183.4392124 Edm = 0.0811859 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297183.3287903 Edm = 0.0139647 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297183.30691 Edm = 0.00504577 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297183.2436467 Edm = 0.0251681 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297182.7592681 Edm = 0.422545 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297171.519715 Edm = 1.6589 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297170.518958 Edm = 0.264607 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297170.3257611 Edm = 0.00544446 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297170.3172602 Edm = 0.00537834 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297169.8512436 Edm = 0.455729 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297154.4039929 Edm = 5.49345 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297147.5106055 Edm = 0.740584 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297146.8773272 Edm = 0.0327143 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297146.8367581 Edm = 0.0067547 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297146.8271844 Edm = 0.00253434 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297146.8024344 Edm = 0.0126152 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297146.5419268 Edm = 0.177219 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297141.6303976 Edm = 2.7309 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297126.2048309 Edm = 2.85905 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297121.1626938 Edm = 0.673369 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297120.3699251 Edm = 0.103248 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297120.2794394 Edm = 0.00895398 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297120.2721703 Edm = 0.000450049 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297120.2695219 Edm = 0.00212244 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297120.1979223 Edm = 0.0379399 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297119.2565501 Edm = 0.523111 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297117.7365584 Edm = 0.259252 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297117.402059 Edm = 0.0167016 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297117.3848939 Edm = 0.000572875 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297117.3842933 Edm = 5.24752e-05 NCalls = 159 -VariableMetric: After Hessian - FCN = 297117.3842933 Edm = 152.176 NCalls = 630 -VariableMetric: Iteration # 52 - FCN = 297117.3842933 Edm = 152.176 NCalls = 630 -VariableMetric: Iteration # 53 - FCN = 297115.0770374 Edm = 128.315 NCalls = 637 -VariableMetric: Iteration # 54 - FCN = 297114.9782604 Edm = 0.456836 NCalls = 644 -VariableMetric: Iteration # 55 - FCN = 297111.7201961 Edm = 0.420943 NCalls = 649 -VariableMetric: Iteration # 56 - FCN = 297110.5025023 Edm = 0.152815 NCalls = 651 -VariableMetric: Iteration # 57 - FCN = 297109.9457695 Edm = 0.256396 NCalls = 653 -VariableMetric: Iteration # 58 - FCN = 297108.8242599 Edm = 0.17153 NCalls = 655 -VariableMetric: Iteration # 59 - FCN = 297108.5567993 Edm = 0.0949944 NCalls = 657 -VariableMetric: Iteration # 60 - FCN = 297108.193822 Edm = 0.0552182 NCalls = 659 -VariableMetric: Iteration # 61 - FCN = 297108.0500603 Edm = 0.0727888 NCalls = 661 -VariableMetric: Iteration # 62 - FCN = 297107.8411375 Edm = 0.0638886 NCalls = 663 -VariableMetric: Iteration # 63 - FCN = 297107.7094168 Edm = 0.0295319 NCalls = 665 -VariableMetric: Iteration # 64 - FCN = 297107.630131 Edm = 0.0205868 NCalls = 667 -VariableMetric: Iteration # 65 - FCN = 297107.5052237 Edm = 0.0189732 NCalls = 670 -VariableMetric: Iteration # 66 - FCN = 297107.4643885 Edm = 0.0120757 NCalls = 672 -VariableMetric: Iteration # 67 - FCN = 297107.3968837 Edm = 0.0419477 NCalls = 675 -VariableMetric: Iteration # 68 - FCN = 297107.3182923 Edm = 0.0303867 NCalls = 678 -VariableMetric: Iteration # 69 - FCN = 297107.2818956 Edm = 0.00761731 NCalls = 680 -VariableMetric: Iteration # 70 - FCN = 297107.2504455 Edm = 0.0146129 NCalls = 682 -VariableMetric: Iteration # 71 - FCN = 297107.1781926 Edm = 0.0201049 NCalls = 684 -VariableMetric: Iteration # 72 - FCN = 297107.1303193 Edm = 0.016943 NCalls = 686 -VariableMetric: Iteration # 73 - FCN = 297107.0510077 Edm = 0.0506624 NCalls = 689 -VariableMetric: Iteration # 74 - FCN = 297106.9074342 Edm = 0.0147599 NCalls = 691 -VariableMetric: Iteration # 75 - FCN = 297106.8593543 Edm = 0.0319132 NCalls = 693 -VariableMetric: Iteration # 76 - FCN = 297106.4784535 Edm = 0.0541277 NCalls = 696 -VariableMetric: Iteration # 77 - FCN = 297106.302924 Edm = 0.105916 NCalls = 699 -VariableMetric: Iteration # 78 - FCN = 297105.7308868 Edm = 0.0596814 NCalls = 702 -VariableMetric: Iteration # 79 - FCN = 297105.6313868 Edm = 0.0227084 NCalls = 704 -VariableMetric: Iteration # 80 - FCN = 297105.5545635 Edm = 0.0659458 NCalls = 706 -VariableMetric: Iteration # 81 - FCN = 297105.3791491 Edm = 0.0549499 NCalls = 709 -VariableMetric: Iteration # 82 - FCN = 297105.2463347 Edm = 0.0223187 NCalls = 711 -VariableMetric: Iteration # 83 - FCN = 297105.1202438 Edm = 0.0504235 NCalls = 713 -VariableMetric: Iteration # 84 - FCN = 297104.9865205 Edm = 0.0238811 NCalls = 715 -VariableMetric: Iteration # 85 - FCN = 297104.9273092 Edm = 0.00970059 NCalls = 717 -VariableMetric: Iteration # 86 - FCN = 297104.8896887 Edm = 0.0150725 NCalls = 719 -VariableMetric: Iteration # 87 - FCN = 297104.8342933 Edm = 0.00647108 NCalls = 721 -VariableMetric: Iteration # 88 - FCN = 297104.8226763 Edm = 0.0023425 NCalls = 723 -VariableMetric: Iteration # 89 - FCN = 297104.8093106 Edm = 0.00599635 NCalls = 726 -VariableMetric: Iteration # 90 - FCN = 297104.7964204 Edm = 0.00201013 NCalls = 728 -VariableMetric: Iteration # 91 - FCN = 297104.7896275 Edm = 0.00244882 NCalls = 730 -VariableMetric: Iteration # 92 - FCN = 297104.7823553 Edm = 0.00307085 NCalls = 732 -VariableMetric: Iteration # 93 - FCN = 297104.7574116 Edm = 0.00925308 NCalls = 735 -VariableMetric: Iteration # 94 - FCN = 297104.7394559 Edm = 0.00191865 NCalls = 737 -VariableMetric: Iteration # 95 - FCN = 297104.7333684 Edm = 0.00262832 NCalls = 739 -VariableMetric: Iteration # 96 - FCN = 297104.7242817 Edm = 0.000564846 NCalls = 741 -VariableMetric: Iteration # 97 - FCN = 297104.7232656 Edm = 0.000364878 NCalls = 743 -VariableMetric: Iteration # 98 - FCN = 297104.7191713 Edm = 0.000942096 NCalls = 746 -VariableMetric: Iteration # 99 - FCN = 297104.7177997 Edm = 0.000155957 NCalls = 748 -VariableMetric: Iteration # 100 - FCN = 297104.7172779 Edm = 0.000324956 NCalls = 750 -VariableMetric: Iteration # 101 - FCN = 297104.7152267 Edm = 0.00016402 NCalls = 753 -VariableMetric: Iteration # 102 - FCN = 297104.7150222 Edm = 3.03555e-05 NCalls = 755 -VariableMetric: After Hessian - FCN = 297104.7150222 Edm = 0.000845329 NCalls = 1234 -VariableMetric: Iteration # 103 - FCN = 297104.7150222 Edm = 0.000845329 NCalls = 1234 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330981.8848265 Edm = 91.4972 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330981.8848265 Edm = 91.4972 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301912.9595222 Edm = 5.8716 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301889.6877276 Edm = 10.044 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301848.5088868 Edm = 49.7359 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298536.6729674 Edm = 23.0971 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298501.1734369 Edm = 14.9177 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298464.1285164 Edm = 4.87299 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298453.2257647 Edm = 2.78486 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298415.36722 Edm = 22.1335 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297768.4312488 Edm = 727.099 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297499.2701148 Edm = 42.9786 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297473.0019387 Edm = 4.46797 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297470.3110309 Edm = 0.0470937 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297470.0907811 Edm = 0.183329 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297420.3416192 Edm = 1.62554 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297404.2855892 Edm = 0.579686 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297403.0815743 Edm = 0.0714788 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297402.9345212 Edm = 0.0402921 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297401.5820878 Edm = 0.797863 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297388.762502 Edm = 7.07054 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297345.4667644 Edm = 2.36171 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297282.8497987 Edm = 29.0736 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297278.6918681 Edm = 33.0413 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297258.1931734 Edm = 12.4502 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297242.7996938 Edm = 0.0801111 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297242.7097817 Edm = 0.00436419 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297242.6898082 Edm = 0.0128 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297241.6233495 Edm = 0.933262 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297222.9861123 Edm = 11.6772 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297197.4676745 Edm = 0.762494 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297196.5834993 Edm = 0.0351598 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297196.5001704 Edm = 0.00967271 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297196.4885672 Edm = 0.00102489 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297196.4861331 Edm = 0.00142098 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297195.6747569 Edm = 0.332222 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297191.647958 Edm = 2.74136 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297186.1178328 Edm = 1.18955 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297185.117213 Edm = 0.0293293 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297185.0924276 Edm = 0.000926762 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297185.0910517 Edm = 0.000480691 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297185.0697235 Edm = 0.0208107 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297182.4971725 Edm = 1.45715 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297179.4937878 Edm = 0.0411306 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297179.45219 Edm = 0.00307736 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297179.4492574 Edm = 0.000151314 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297179.4489218 Edm = 0.000234033 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297179.4439401 Edm = 0.00514435 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297179.2862787 Edm = 0.0163301 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297178.4297759 Edm = 0.201431 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297177.9472522 Edm = 0.044226 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297177.9138092 Edm = 0.00385282 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297177.9072272 Edm = 0.00060125 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297177.9064296 Edm = 4.04577e-05 NCalls = 172 -VariableMetric: After Hessian - FCN = 297177.9064296 Edm = 5.09924 NCalls = 657 -VariableMetric: Iteration # 53 - FCN = 297177.9064296 Edm = 5.09924 NCalls = 657 -VariableMetric: Iteration # 54 - FCN = 297176.7637258 Edm = 3.57928 NCalls = 659 -VariableMetric: Iteration # 55 - FCN = 297174.6877973 Edm = 1.14225 NCalls = 660 -VariableMetric: Iteration # 56 - FCN = 297174.382896 Edm = 0.566218 NCalls = 662 -VariableMetric: Iteration # 57 - FCN = 297173.9155479 Edm = 0.239242 NCalls = 664 -VariableMetric: Iteration # 58 - FCN = 297173.6114951 Edm = 0.770242 NCalls = 670 -VariableMetric: Iteration # 59 - FCN = 297173.0524419 Edm = 0.872054 NCalls = 674 -VariableMetric: Iteration # 60 - FCN = 297172.7963621 Edm = 1.80636 NCalls = 677 -VariableMetric: Iteration # 61 - FCN = 297172.5567034 Edm = 1.62882 NCalls = 680 -VariableMetric: Iteration # 62 - FCN = 297171.6019334 Edm = 0.858791 NCalls = 684 -VariableMetric: Iteration # 63 - FCN = 297171.4103863 Edm = 0.604633 NCalls = 687 -VariableMetric: Iteration # 64 - FCN = 297170.6013501 Edm = 2.0016 NCalls = 691 -VariableMetric: Iteration # 65 - FCN = 297169.7428363 Edm = 5.4776 NCalls = 696 -VariableMetric: Iteration # 66 - FCN = 297169.0731706 Edm = 2.1993 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297168.3308711 Edm = 1.54464 NCalls = 704 -VariableMetric: Iteration # 68 - FCN = 297167.893355 Edm = 5.61094 NCalls = 708 -VariableMetric: Iteration # 69 - FCN = 297167.5199361 Edm = 2.51553 NCalls = 710 -VariableMetric: Iteration # 70 - FCN = 297165.989252 Edm = 3.00468 NCalls = 716 -VariableMetric: Iteration # 71 - FCN = 297164.3653625 Edm = 1.79415 NCalls = 722 -VariableMetric: Iteration # 72 - FCN = 297163.7148341 Edm = 2.90838 NCalls = 726 -VariableMetric: Iteration # 73 - FCN = 297162.0126678 Edm = 0.832544 NCalls = 731 -VariableMetric: Iteration # 74 - FCN = 297161.5494036 Edm = 0.173903 NCalls = 733 -VariableMetric: Iteration # 75 - FCN = 297161.4252104 Edm = 0.0446192 NCalls = 735 -VariableMetric: Iteration # 76 - FCN = 297161.3312085 Edm = 0.0290333 NCalls = 737 -VariableMetric: Iteration # 77 - FCN = 297161.2764036 Edm = 0.04024 NCalls = 739 -VariableMetric: Iteration # 78 - FCN = 297161.231396 Edm = 0.0212687 NCalls = 742 -VariableMetric: Iteration # 79 - FCN = 297161.1907644 Edm = 0.0242553 NCalls = 744 -VariableMetric: Iteration # 80 - FCN = 297161.1267371 Edm = 0.0643857 NCalls = 747 -VariableMetric: Iteration # 81 - FCN = 297160.9904841 Edm = 0.0762244 NCalls = 751 -VariableMetric: Iteration # 82 - FCN = 297160.9217369 Edm = 0.106671 NCalls = 754 -VariableMetric: Iteration # 83 - FCN = 297160.8486584 Edm = 0.0469993 NCalls = 756 -VariableMetric: Iteration # 84 - FCN = 297160.7705776 Edm = 0.0538187 NCalls = 759 -VariableMetric: Iteration # 85 - FCN = 297160.5056143 Edm = 0.185771 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297160.3499697 Edm = 0.491688 NCalls = 765 -VariableMetric: Iteration # 87 - FCN = 297159.9429084 Edm = 0.325004 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297159.6846835 Edm = 0.404056 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297159.2798796 Edm = 0.454534 NCalls = 776 -VariableMetric: Iteration # 90 - FCN = 297158.9341876 Edm = 0.739145 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297158.5149621 Edm = 0.655088 NCalls = 784 -VariableMetric: Iteration # 92 - FCN = 297157.7093444 Edm = 1.39769 NCalls = 788 -VariableMetric: Iteration # 93 - FCN = 297156.6685395 Edm = 1.52501 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297155.5723934 Edm = 1.33136 NCalls = 798 -VariableMetric: Iteration # 95 - FCN = 297155.1729054 Edm = 1.00053 NCalls = 802 -VariableMetric: Iteration # 96 - FCN = 297154.467756 Edm = 1.61915 NCalls = 806 -VariableMetric: Iteration # 97 - FCN = 297153.4187848 Edm = 1.09061 NCalls = 811 -VariableMetric: Iteration # 98 - FCN = 297152.875582 Edm = 1.27542 NCalls = 815 -VariableMetric: Iteration # 99 - FCN = 297151.7871656 Edm = 1.88406 NCalls = 820 -VariableMetric: Iteration # 100 - FCN = 297151.3169684 Edm = 0.96939 NCalls = 824 -VariableMetric: Iteration # 101 - FCN = 297149.5879918 Edm = 1.92472 NCalls = 829 -VariableMetric: Iteration # 102 - FCN = 297149.4441468 Edm = 0.290747 NCalls = 832 -VariableMetric: Iteration # 103 - FCN = 297148.9596221 Edm = 0.740519 NCalls = 835 -VariableMetric: Iteration # 104 - FCN = 297148.1961009 Edm = 1.18041 NCalls = 840 -VariableMetric: Iteration # 105 - FCN = 297147.6721629 Edm = 1.13334 NCalls = 844 -VariableMetric: Iteration # 106 - FCN = 297147.1785575 Edm = 0.318297 NCalls = 847 -VariableMetric: Iteration # 107 - FCN = 297146.9863435 Edm = 0.29548 NCalls = 849 -VariableMetric: Iteration # 108 - FCN = 297146.7356515 Edm = 0.123669 NCalls = 851 -VariableMetric: Iteration # 109 - FCN = 297146.595685 Edm = 0.106899 NCalls = 853 -VariableMetric: Iteration # 110 - FCN = 297146.2475325 Edm = 0.170043 NCalls = 857 -VariableMetric: Iteration # 111 - FCN = 297146.0657586 Edm = 0.0862826 NCalls = 859 -VariableMetric: Iteration # 112 - FCN = 297146.0049322 Edm = 0.0124407 NCalls = 860 -VariableMetric: Iteration # 113 - FCN = 297145.989883 Edm = 0.00704314 NCalls = 862 -VariableMetric: Iteration # 114 - FCN = 297145.9746371 Edm = 0.0042401 NCalls = 864 -VariableMetric: Iteration # 115 - FCN = 297145.9649623 Edm = 0.00277863 NCalls = 866 -VariableMetric: Iteration # 116 - FCN = 297145.9570319 Edm = 0.00269591 NCalls = 868 -VariableMetric: Iteration # 117 - FCN = 297145.9398447 Edm = 0.00909608 NCalls = 871 -VariableMetric: Iteration # 118 - FCN = 297145.9098712 Edm = 0.00549249 NCalls = 873 -VariableMetric: Iteration # 119 - FCN = 297145.8964044 Edm = 0.00449389 NCalls = 875 -VariableMetric: Iteration # 120 - FCN = 297145.886367 Edm = 0.00457502 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297145.8812949 Edm = 0.00256004 NCalls = 878 -VariableMetric: Iteration # 122 - FCN = 297145.8749248 Edm = 0.00296893 NCalls = 880 -VariableMetric: Iteration # 123 - FCN = 297145.8669538 Edm = 0.00260063 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297145.862521 Edm = 0.000400819 NCalls = 884 -VariableMetric: Iteration # 125 - FCN = 297145.8619786 Edm = 4.72082e-05 NCalls = 886 -VariableMetric: After Hessian - FCN = 297145.8619786 Edm = 0.0066028 NCalls = 1373 -VariableMetric: Iteration # 126 - FCN = 297145.8619786 Edm = 0.0066028 NCalls = 1373 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317271.4335825 Edm = 303.621 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317271.4335825 Edm = 303.621 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316804.0485054 Edm = 27.3226 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 316429.4443117 Edm = 784.706 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 302879.0154807 Edm = 428.685 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302879.0154807 Edm = 428.685 NCalls = 27 -VariableMetric: After Hessian - FCN = 302879.0154807 Edm = 3.95633e+08 NCalls = 494 -VariableMetric: Iteration # 5 - FCN = 302879.0154807 Edm = 3.95633e+08 NCalls = 494 -VariableMetric: Iteration # 6 - FCN = 299094.1807175 Edm = 883555 NCalls = 504 -VariableMetric: Iteration # 7 - FCN = 299083.4145957 Edm = 606.859 NCalls = 508 -VariableMetric: Iteration # 8 - FCN = 299061.4461302 Edm = 13.7301 NCalls = 510 -VariableMetric: Iteration # 9 - FCN = 298160.2181121 Edm = 163.485 NCalls = 516 -VariableMetric: Iteration # 10 - FCN = 298001.8144302 Edm = 5.67603 NCalls = 517 -VariableMetric: Iteration # 11 - FCN = 297997.5311695 Edm = 0.593367 NCalls = 519 -VariableMetric: Iteration # 12 - FCN = 297887.9138034 Edm = 43.0496 NCalls = 526 -VariableMetric: Iteration # 13 - FCN = 297839.764683 Edm = 2.13744 NCalls = 528 -VariableMetric: Iteration # 14 - FCN = 297836.845864 Edm = 0.697956 NCalls = 530 -VariableMetric: Iteration # 15 - FCN = 297831.8301017 Edm = 4.41962 NCalls = 533 -VariableMetric: Iteration # 16 - FCN = 297786.8117584 Edm = 0.647376 NCalls = 536 -VariableMetric: Iteration # 17 - FCN = 297785.5091759 Edm = 0.676939 NCalls = 538 -VariableMetric: Iteration # 18 - FCN = 297757.8752827 Edm = 15.0611 NCalls = 544 -VariableMetric: Iteration # 19 - FCN = 297727.3575351 Edm = 0.813793 NCalls = 546 -VariableMetric: Iteration # 20 - FCN = 297726.476409 Edm = 0.143722 NCalls = 548 -VariableMetric: Iteration # 21 - FCN = 297722.3616739 Edm = 4.39369 NCalls = 552 -VariableMetric: Iteration # 22 - FCN = 297716.1639638 Edm = 6.1106 NCalls = 557 -VariableMetric: Iteration # 23 - FCN = 297702.1309593 Edm = 9.40254 NCalls = 562 -VariableMetric: Iteration # 24 - FCN = 297660.8466378 Edm = 5.76124 NCalls = 564 -VariableMetric: Iteration # 25 - FCN = 297656.1782906 Edm = 0.248283 NCalls = 566 -VariableMetric: Iteration # 26 - FCN = 297654.7975209 Edm = 0.902908 NCalls = 569 -VariableMetric: Iteration # 27 - FCN = 297616.5132326 Edm = 15.5001 NCalls = 573 -VariableMetric: Iteration # 28 - FCN = 297536.9634766 Edm = 9.0954 NCalls = 576 -VariableMetric: Iteration # 29 - FCN = 297526.4016126 Edm = 1.31962 NCalls = 578 -VariableMetric: Iteration # 30 - FCN = 297524.9180371 Edm = 0.091248 NCalls = 580 -VariableMetric: Iteration # 31 - FCN = 297524.6074836 Edm = 0.211418 NCalls = 582 -VariableMetric: Iteration # 32 - FCN = 297518.9134715 Edm = 2.83072 NCalls = 587 -VariableMetric: Iteration # 33 - FCN = 297503.3734209 Edm = 3.56294 NCalls = 590 -VariableMetric: Iteration # 34 - FCN = 297498.0513487 Edm = 0.186684 NCalls = 592 -VariableMetric: Iteration # 35 - FCN = 297497.7690636 Edm = 0.0290416 NCalls = 594 -VariableMetric: Iteration # 36 - FCN = 297497.7304748 Edm = 0.00688519 NCalls = 596 -VariableMetric: Iteration # 37 - FCN = 297497.6353936 Edm = 0.0807874 NCalls = 599 -VariableMetric: Iteration # 38 - FCN = 297482.7066309 Edm = 8.38022 NCalls = 605 -VariableMetric: Iteration # 39 - FCN = 297469.0097586 Edm = 3.75909 NCalls = 608 -VariableMetric: Iteration # 40 - FCN = 297464.783922 Edm = 0.899925 NCalls = 610 -VariableMetric: Iteration # 41 - FCN = 297463.3617267 Edm = 1.34682 NCalls = 613 -VariableMetric: Iteration # 42 - FCN = 297462.0594041 Edm = 0.366809 NCalls = 615 -VariableMetric: Iteration # 43 - FCN = 297461.4285381 Edm = 0.101503 NCalls = 618 -VariableMetric: Iteration # 44 - FCN = 297461.305764 Edm = 0.0220151 NCalls = 620 -VariableMetric: Iteration # 45 - FCN = 297461.2743322 Edm = 0.00725081 NCalls = 622 -VariableMetric: Iteration # 46 - FCN = 297461.2392924 Edm = 0.0280151 NCalls = 624 -VariableMetric: Iteration # 47 - FCN = 297460.3863763 Edm = 0.671477 NCalls = 630 -VariableMetric: Iteration # 48 - FCN = 297456.7069779 Edm = 7.45904 NCalls = 632 -VariableMetric: Iteration # 49 - FCN = 297455.1451038 Edm = 1.20548 NCalls = 636 -VariableMetric: Iteration # 50 - FCN = 297451.1362765 Edm = 0.119515 NCalls = 640 -VariableMetric: Iteration # 51 - FCN = 297451.0138614 Edm = 0.0112669 NCalls = 641 -VariableMetric: Iteration # 52 - FCN = 297450.9937087 Edm = 0.00269129 NCalls = 643 -VariableMetric: Iteration # 53 - FCN = 297450.981285 Edm = 0.00953692 NCalls = 645 -VariableMetric: Iteration # 54 - FCN = 297450.7094793 Edm = 0.277325 NCalls = 649 -VariableMetric: Iteration # 55 - FCN = 297448.5550772 Edm = 1.53875 NCalls = 656 -VariableMetric: Iteration # 56 - FCN = 297444.4555471 Edm = 1.17544 NCalls = 659 -VariableMetric: Iteration # 57 - FCN = 297443.147897 Edm = 0.282144 NCalls = 661 -VariableMetric: Iteration # 58 - FCN = 297442.8174648 Edm = 0.0790332 NCalls = 663 -VariableMetric: Iteration # 59 - FCN = 297442.7492742 Edm = 0.0128317 NCalls = 665 -VariableMetric: Iteration # 60 - FCN = 297442.7286235 Edm = 0.0045052 NCalls = 667 -VariableMetric: Iteration # 61 - FCN = 297442.7194844 Edm = 0.002538 NCalls = 669 -VariableMetric: Iteration # 62 - FCN = 297442.6690921 Edm = 0.0293229 NCalls = 673 -VariableMetric: Iteration # 63 - FCN = 297442.5015459 Edm = 0.0836849 NCalls = 676 -VariableMetric: Iteration # 64 - FCN = 297441.1011387 Edm = 0.832991 NCalls = 680 -VariableMetric: Iteration # 65 - FCN = 297439.2611201 Edm = 0.117984 NCalls = 683 -VariableMetric: Iteration # 66 - FCN = 297439.1030455 Edm = 0.0108925 NCalls = 685 -VariableMetric: Iteration # 67 - FCN = 297439.0933152 Edm = 0.00178444 NCalls = 687 -VariableMetric: Iteration # 68 - FCN = 297439.0919317 Edm = 0.000184073 NCalls = 689 -VariableMetric: Iteration # 69 - FCN = 297439.0913032 Edm = 0.000392725 NCalls = 691 -VariableMetric: Iteration # 70 - FCN = 297439.0867654 Edm = 0.0028473 NCalls = 694 -VariableMetric: Iteration # 71 - FCN = 297439.041356 Edm = 0.0325336 NCalls = 697 -VariableMetric: Iteration # 72 - FCN = 297437.7198216 Edm = 0.571312 NCalls = 701 -VariableMetric: Iteration # 73 - FCN = 297436.4969792 Edm = 0.0519243 NCalls = 704 -VariableMetric: Iteration # 74 - FCN = 297436.4494789 Edm = 0.00489813 NCalls = 705 -VariableMetric: Iteration # 75 - FCN = 297436.4448743 Edm = 0.000269761 NCalls = 707 -VariableMetric: Iteration # 76 - FCN = 297436.4445129 Edm = 0.000184428 NCalls = 709 -VariableMetric: Iteration # 77 - FCN = 297436.4412569 Edm = 0.00296986 NCalls = 713 -VariableMetric: Iteration # 78 - FCN = 297436.2300122 Edm = 0.176769 NCalls = 718 -VariableMetric: Iteration # 79 - FCN = 297435.1492711 Edm = 0.297329 NCalls = 721 -VariableMetric: Iteration # 80 - FCN = 297434.8473219 Edm = 0.0193376 NCalls = 723 -VariableMetric: Iteration # 81 - FCN = 297434.8294894 Edm = 0.0021295 NCalls = 725 -VariableMetric: Iteration # 82 - FCN = 297434.8277815 Edm = 0.000259829 NCalls = 727 -VariableMetric: Iteration # 83 - FCN = 297434.8275548 Edm = 2.73139e-05 NCalls = 728 -VariableMetric: After Hessian - FCN = 297434.8275548 Edm = 11.3543 NCalls = 1205 -VariableMetric: Iteration # 84 - FCN = 297434.8275548 Edm = 11.3543 NCalls = 1205 -VariableMetric: Iteration # 85 - FCN = 297434.7716604 Edm = 45.9079 NCalls = 1209 -VariableMetric: Iteration # 86 - FCN = 297434.6214932 Edm = 0.0362499 NCalls = 1216 -VariableMetric: Iteration # 87 - FCN = 297434.596475 Edm = 0.0336583 NCalls = 1218 -VariableMetric: Iteration # 88 - FCN = 297434.5576986 Edm = 0.0380492 NCalls = 1223 -VariableMetric: Iteration # 89 - FCN = 297434.5200278 Edm = 1241.51 NCalls = 1226 -VariableMetric: Iteration # 90 - FCN = 297434.5171621 Edm = 29.0661 NCalls = 1231 -VariableMetric: Iteration # 91 - FCN = 297434.5088342 Edm = 104.731 NCalls = 1235 -VariableMetric: Iteration # 92 - FCN = 297434.4831606 Edm = 160.927 NCalls = 1239 -VariableMetric: Iteration # 93 - FCN = 297434.4727674 Edm = 39.7104 NCalls = 1243 -VariableMetric: Iteration # 94 - FCN = 297434.3935572 Edm = 3.27435 NCalls = 1246 -VariableMetric: Iteration # 95 - FCN = 297434.3847733 Edm = 6.48975 NCalls = 1249 -VariableMetric: Iteration # 96 - FCN = 297434.343186 Edm = 48.7412 NCalls = 1251 -VariableMetric: Iteration # 97 - FCN = 297434.3416896 Edm = 41.5716 NCalls = 1253 -VariableMetric: Iteration # 98 - FCN = 297434.308732 Edm = 17.6884 NCalls = 1256 -VariableMetric: Iteration # 99 - FCN = 297434.2278727 Edm = 5.51888 NCalls = 1258 -VariableMetric: Iteration # 100 - FCN = 297434.0970961 Edm = 4.96552 NCalls = 1260 -VariableMetric: Iteration # 101 - FCN = 297434.0300526 Edm = 1.15406 NCalls = 1262 -VariableMetric: Iteration # 102 - FCN = 297433.9131057 Edm = 0.48512 NCalls = 1264 -VariableMetric: Iteration # 103 - FCN = 297433.7665398 Edm = 1.85612 NCalls = 1266 -VariableMetric: Iteration # 104 - FCN = 297433.6325151 Edm = 9.10208 NCalls = 1268 -VariableMetric: Iteration # 105 - FCN = 297433.5149147 Edm = 0.262801 NCalls = 1270 -VariableMetric: Iteration # 106 - FCN = 297433.480552 Edm = 0.239392 NCalls = 1272 -VariableMetric: Iteration # 107 - FCN = 297433.463257 Edm = 0.0590027 NCalls = 1274 -VariableMetric: Iteration # 108 - FCN = 297433.4281014 Edm = 0.0281121 NCalls = 1275 -VariableMetric: Iteration # 109 - FCN = 297433.4193695 Edm = 0.011091 NCalls = 1277 -VariableMetric: Iteration # 110 - FCN = 297433.4132279 Edm = 0.0179195 NCalls = 1279 -VariableMetric: Iteration # 111 - FCN = 297433.4085276 Edm = 0.00328594 NCalls = 1280 -VariableMetric: Iteration # 112 - FCN = 297433.4034365 Edm = 0.00221611 NCalls = 1282 -VariableMetric: Iteration # 113 - FCN = 297433.4027534 Edm = 0.00111376 NCalls = 1284 -VariableMetric: Iteration # 114 - FCN = 297433.402191 Edm = 0.000942697 NCalls = 1286 -VariableMetric: Iteration # 115 - FCN = 297433.4019888 Edm = 0.000229708 NCalls = 1288 -VariableMetric: Iteration # 116 - FCN = 297433.4018487 Edm = 1.23371e-05 NCalls = 1290 -VariableMetric: After Hessian - FCN = 297433.4018487 Edm = 2.21896e-05 NCalls = 1785 -VariableMetric: Iteration # 117 - FCN = 297433.4018487 Edm = 2.21896e-05 NCalls = 1785 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315376.5286265 Edm = 31.4443 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315376.5286265 Edm = 31.4443 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301586.3950275 Edm = 2.0149 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301570.3046949 Edm = 2.74167 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300079.1632207 Edm = 725.495 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299560.317289 Edm = 2774.04 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298141.2001623 Edm = 51.7417 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298052.7879426 Edm = 7.95919 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297984.1105636 Edm = 13.5904 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297956.0621893 Edm = 2.48227 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297952.8075326 Edm = 0.487502 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297951.0953548 Edm = 1.97582 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297928.0166297 Edm = 19.6106 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297759.4924613 Edm = 12.5894 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297742.2195394 Edm = 0.876301 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297741.8236255 Edm = 0.167151 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297737.3248346 Edm = 2.37575 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297694.8896603 Edm = 12.6114 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297675.3318585 Edm = 8.01136 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297660.0238883 Edm = 10.9403 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297624.9014418 Edm = 27.6814 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297591.0780746 Edm = 12.1685 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297576.4183885 Edm = 8.94726 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297565.4103109 Edm = 4.80024 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297557.7826659 Edm = 1.70536 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297556.4393866 Edm = 0.999081 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297554.4676254 Edm = 0.480315 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297553.752745 Edm = 0.0421921 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297553.5427093 Edm = 0.131415 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297552.7661563 Edm = 1.25376 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297541.3607237 Edm = 16.7824 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297538.3512536 Edm = 3.33779 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297524.9852869 Edm = 9.82468 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297485.3767973 Edm = 20.0789 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297453.9888328 Edm = 19.0539 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297434.8201524 Edm = 2.2235 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297432.4802748 Edm = 0.335109 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297432.1035647 Edm = 0.0857474 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297431.6044492 Edm = 0.322733 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297431.0234377 Edm = 0.128433 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297430.8990327 Edm = 0.0290669 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297430.8473599 Edm = 0.0170236 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297430.8099251 Edm = 0.0224106 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297430.6386007 Edm = 0.1376 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297426.8569197 Edm = 4.53502 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297424.3124854 Edm = 2.61811 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297421.2006798 Edm = 3.43169 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297414.5549125 Edm = 9.98564 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297414.2438256 Edm = 0.327759 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297410.0916712 Edm = 7.08747 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297409.7384382 Edm = 0.334003 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297405.6789514 Edm = 4.42457 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297405.2204853 Edm = 1.16974 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297400.8868424 Edm = 6.98568 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297390.3481682 Edm = 11.0216 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297389.64719 Edm = 1.86472 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297387.3232817 Edm = 4.43065 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297381.1277013 Edm = 5.45618 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297370.593523 Edm = 7.12988 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297363.2051634 Edm = 2.29292 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297361.770958 Edm = 0.672337 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297359.8163932 Edm = 1.64225 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297350.8123217 Edm = 6.60443 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297333.8270857 Edm = 6.46492 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297328.8692481 Edm = 0.256307 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297328.5145568 Edm = 0.029619 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297328.4625124 Edm = 0.00616519 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297328.447953 Edm = 0.00205242 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297328.4312508 Edm = 0.0100087 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297328.2058438 Edm = 0.140923 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297323.0225601 Edm = 2.28558 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297312.8330936 Edm = 6.35455 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297305.1000704 Edm = 3.97847 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297301.8219572 Edm = 0.562764 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297301.2402817 Edm = 0.191347 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297300.6991197 Edm = 0.0799316 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297300.6085364 Edm = 0.00486081 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297300.6045807 Edm = 0.000956269 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297300.6017054 Edm = 0.00237712 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297300.5872988 Edm = 0.0207489 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297300.4934438 Edm = 0.0846958 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297292.8763996 Edm = 5.26602 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297285.5564693 Edm = 1.03548 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297284.5772061 Edm = 0.335535 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297284.2855315 Edm = 0.0605585 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297284.2234999 Edm = 0.0126977 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297284.2105203 Edm = 0.00171621 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297284.2051654 Edm = 0.0027284 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297284.0672417 Edm = 0.132596 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297275.643924 Edm = 3.62645 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297271.1003132 Edm = 0.359031 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297270.7725985 Edm = 0.0607033 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297270.7167279 Edm = 0.00313334 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297270.7133637 Edm = 0.00103569 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297270.7070113 Edm = 0.00631037 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297269.8200884 Edm = 0.547585 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297269.7530457 Edm = 0.00117429 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297269.7505241 Edm = 0.00172457 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297269.6800178 Edm = 0.0644828 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297267.6969745 Edm = 2.08271 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297262.5596445 Edm = 2.21901 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297258.6358323 Edm = 0.925171 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297257.9399728 Edm = 0.0637445 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297257.8693226 Edm = 0.00292519 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297257.866522 Edm = 0.00018592 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297257.8658731 Edm = 0.000467837 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297257.8569256 Edm = 0.00620495 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297257.8023419 Edm = 0.0507495 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297256.4901656 Edm = 0.516868 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297255.7127932 Edm = 0.125967 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297255.5715411 Edm = 0.0524414 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297255.4879934 Edm = 0.0567629 NCalls = 362 -VariableMetric: Iteration # 111 - FCN = 297255.4212537 Edm = 0.0800811 NCalls = 365 -VariableMetric: Iteration # 112 - FCN = 297255.3245871 Edm = 0.0675482 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297255.1914955 Edm = 0.051136 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297255.1264784 Edm = 0.351108 NCalls = 375 -VariableMetric: Iteration # 115 - FCN = 297255.0196678 Edm = 0.0200974 NCalls = 380 -VariableMetric: Iteration # 116 - FCN = 297254.9951016 Edm = 0.0108026 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297254.9895061 Edm = 0.00178592 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297254.9872902 Edm = 0.000109664 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297254.9871869 Edm = 9.14314e-06 NCalls = 388 -VariableMetric: After Hessian - FCN = 297254.9871869 Edm = 26.774 NCalls = 875 -VariableMetric: Iteration # 120 - FCN = 297254.9871869 Edm = 26.774 NCalls = 875 -VariableMetric: Iteration # 121 - FCN = 297254.9094167 Edm = 9.74572 NCalls = 879 -VariableMetric: Iteration # 122 - FCN = 297254.8843982 Edm = 0.131705 NCalls = 881 -VariableMetric: Iteration # 123 - FCN = 297254.8841035 Edm = 965.114 NCalls = 886 -VariableMetric: Iteration # 124 - FCN = 297254.8093474 Edm = 171.881 NCalls = 890 -VariableMetric: Iteration # 125 - FCN = 297254.8013803 Edm = 601.985 NCalls = 894 -VariableMetric: Iteration # 126 - FCN = 297254.7854374 Edm = 392.541 NCalls = 898 -VariableMetric: Iteration # 127 - FCN = 297254.779022 Edm = 105.735 NCalls = 902 -VariableMetric: Iteration # 128 - FCN = 297254.7527424 Edm = 59.5053 NCalls = 906 -VariableMetric: Iteration # 129 - FCN = 297254.6815702 Edm = 28.587 NCalls = 909 -VariableMetric: Iteration # 130 - FCN = 297254.6353435 Edm = 13.6462 NCalls = 912 -VariableMetric: Iteration # 131 - FCN = 297254.6083038 Edm = 31.2313 NCalls = 915 -VariableMetric: Iteration # 132 - FCN = 297254.5351777 Edm = 17.0384 NCalls = 918 -VariableMetric: Iteration # 133 - FCN = 297254.4783602 Edm = 7.55834 NCalls = 921 -VariableMetric: Iteration # 134 - FCN = 297254.4514356 Edm = 14.6344 NCalls = 924 -VariableMetric: Iteration # 135 - FCN = 297254.3906724 Edm = 2.374 NCalls = 927 -VariableMetric: Iteration # 136 - FCN = 297254.3663071 Edm = 1.11642 NCalls = 930 -VariableMetric: Iteration # 137 - FCN = 297254.3521195 Edm = 2.00848 NCalls = 932 -VariableMetric: Iteration # 138 - FCN = 297254.3432154 Edm = 2.26747 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297254.3128756 Edm = 0.133878 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297254.2860099 Edm = 0.355806 NCalls = 938 -VariableMetric: Iteration # 141 - FCN = 297254.2625116 Edm = 0.187429 NCalls = 940 -VariableMetric: Iteration # 142 - FCN = 297254.2353571 Edm = 0.670121 NCalls = 942 -VariableMetric: Iteration # 143 - FCN = 297254.1963246 Edm = 0.062622 NCalls = 944 -VariableMetric: Iteration # 144 - FCN = 297254.1924585 Edm = 0.107329 NCalls = 946 -VariableMetric: Iteration # 145 - FCN = 297254.1309493 Edm = 0.147575 NCalls = 949 -VariableMetric: Iteration # 146 - FCN = 297254.0727974 Edm = 0.181864 NCalls = 952 -VariableMetric: Iteration # 147 - FCN = 297253.8676749 Edm = 0.600418 NCalls = 956 -VariableMetric: Iteration # 148 - FCN = 297253.8433902 Edm = 0.0358963 NCalls = 958 -VariableMetric: Iteration # 149 - FCN = 297253.7812002 Edm = 0.145019 NCalls = 961 -VariableMetric: Iteration # 150 - FCN = 297253.53558 Edm = 0.141814 NCalls = 964 -VariableMetric: Iteration # 151 - FCN = 297253.4677185 Edm = 0.148671 NCalls = 966 -VariableMetric: Iteration # 152 - FCN = 297253.4139125 Edm = 0.0144282 NCalls = 968 -VariableMetric: Iteration # 153 - FCN = 297253.4044554 Edm = 0.00696868 NCalls = 970 -VariableMetric: Iteration # 154 - FCN = 297253.3979497 Edm = 0.00323301 NCalls = 973 -VariableMetric: Iteration # 155 - FCN = 297253.3897245 Edm = 0.00502266 NCalls = 975 -VariableMetric: Iteration # 156 - FCN = 297253.3813266 Edm = 0.00696327 NCalls = 978 -VariableMetric: Iteration # 157 - FCN = 297253.3723787 Edm = 0.00357853 NCalls = 980 -VariableMetric: Iteration # 158 - FCN = 297253.3627003 Edm = 0.00695101 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297253.3560707 Edm = 0.00758303 NCalls = 986 -VariableMetric: Iteration # 160 - FCN = 297253.3479808 Edm = 0.0074849 NCalls = 989 -VariableMetric: Iteration # 161 - FCN = 297253.3411421 Edm = 0.00152036 NCalls = 992 -VariableMetric: Iteration # 162 - FCN = 297253.338941 Edm = 0.000305552 NCalls = 994 -VariableMetric: Iteration # 163 - FCN = 297253.3386062 Edm = 0.000136241 NCalls = 996 -VariableMetric: Iteration # 164 - FCN = 297253.3383766 Edm = 0.000101027 NCalls = 998 -VariableMetric: Iteration # 165 - FCN = 297253.3381395 Edm = 7.07612e-05 NCalls = 1000 -VariableMetric: Iteration # 166 - FCN = 297253.3377599 Edm = 0.000178702 NCalls = 1003 -VariableMetric: Iteration # 167 - FCN = 297253.3373653 Edm = 8.78395e-05 NCalls = 1006 -VariableMetric: Iteration # 168 - FCN = 297253.3372636 Edm = 5.03845e-05 NCalls = 1008 -VariableMetric: After Hessian - FCN = 297253.3372636 Edm = 0.00018861 NCalls = 1503 -VariableMetric: Iteration # 169 - FCN = 297253.3372636 Edm = 0.00018861 NCalls = 1503 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318627.6157196 Edm = 155.17 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318627.6157196 Edm = 155.17 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303526.7799582 Edm = 5.65312 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302179.9709932 Edm = 33.4606 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302172.9301165 Edm = 4.7445 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302080.0214421 Edm = 102.001 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 301601.6728063 Edm = 330.765 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298809.1948575 Edm = 25.4634 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298795.4183211 Edm = 3.59775 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298787.2394314 Edm = 1.28274 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298765.8768923 Edm = 18.7547 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298283.551238 Edm = 400.646 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298179.9383434 Edm = 175.347 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297916.7073607 Edm = 56.9162 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297819.2538535 Edm = 1.52684 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297816.4090953 Edm = 0.234998 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297816.0408031 Edm = 0.103578 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297796.5678814 Edm = 11.733 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297748.4754465 Edm = 1.05361 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297747.3181188 Edm = 0.042963 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297747.245044 Edm = 0.00816486 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297747.1217418 Edm = 0.114976 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297732.4411569 Edm = 0.345423 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297695.7756976 Edm = 22.8724 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297680.0736059 Edm = 8.52122 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297658.168455 Edm = 0.896142 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297657.1842756 Edm = 0.0211236 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297657.1637648 Edm = 0.00667736 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297657.1489946 Edm = 0.0125137 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297656.8971571 Edm = 0.184976 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297645.2377453 Edm = 6.41961 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297631.3050793 Edm = 5.00202 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297628.6361093 Edm = 0.543787 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297627.683148 Edm = 0.0927862 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297627.4906542 Edm = 0.0545064 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297627.3959394 Edm = 0.0127626 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297627.3831551 Edm = 0.00103071 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297627.3794523 Edm = 0.00283723 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297627.113963 Edm = 0.18212 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297623.8806116 Edm = 1.80921 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297619.5768094 Edm = 1.55257 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297618.29681 Edm = 0.113272 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297618.1823756 Edm = 0.00573869 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297618.1770503 Edm = 0.00245439 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297618.1732643 Edm = 0.00133317 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297618.1702766 Edm = 0.000623361 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297618.1650421 Edm = 0.00413936 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297617.6525583 Edm = 0.455255 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297608.8192522 Edm = 1.71619 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297605.1006826 Edm = 0.770141 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297604.2146655 Edm = 0.254038 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297604.0975069 Edm = 0.0933508 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297603.9915263 Edm = 0.0112731 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297603.9802665 Edm = 0.000914402 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297603.9789242 Edm = 0.000577062 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297603.9653614 Edm = 0.016693 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297603.9135601 Edm = 0.0532241 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297603.4382961 Edm = 0.202216 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297603.3282095 Edm = 0.0012988 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297603.3262274 Edm = 0.000429361 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297603.3108885 Edm = 0.0137905 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297601.9966798 Edm = 1.09005 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297599.0069977 Edm = 3.88189 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297596.4698489 Edm = 1.12277 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297595.1202249 Edm = 0.667272 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297594.300967 Edm = 0.77201 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297593.5131675 Edm = 0.257773 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297593.2329521 Edm = 0.0986768 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297593.1622866 Edm = 0.0239353 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297593.1446312 Edm = 0.00460299 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297593.1383583 Edm = 0.0022002 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297593.1155908 Edm = 0.0208477 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297592.9749836 Edm = 0.101075 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297592.2193612 Edm = 0.696919 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297588.7917664 Edm = 2.66582 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297585.1576542 Edm = 12.1377 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297580.1169334 Edm = 1.4399 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297578.4899452 Edm = 0.216102 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297578.3295485 Edm = 0.0732607 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297578.265551 Edm = 0.00821565 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297578.2555052 Edm = 0.000652557 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297578.254565 Edm = 0.000520295 NCalls = 247 -VariableMetric: Iteration # 81 - FCN = 297578.2527357 Edm = 0.00208444 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297578.237417 Edm = 0.0159053 NCalls = 255 -VariableMetric: Iteration # 83 - FCN = 297577.895823 Edm = 0.13567 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297576.5702028 Edm = 0.615203 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297575.7429886 Edm = 0.0134826 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297575.7267363 Edm = 0.00100585 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297575.7246313 Edm = 0.000562175 NCalls = 271 -VariableMetric: Iteration # 88 - FCN = 297575.7227766 Edm = 0.00118829 NCalls = 273 -VariableMetric: Iteration # 89 - FCN = 297575.7031151 Edm = 0.0202104 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297574.8905368 Edm = 0.679357 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297570.2542806 Edm = 2.18681 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297568.3112753 Edm = 0.255378 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297568.1376766 Edm = 0.0121409 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297568.1277831 Edm = 0.00102696 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297568.1264994 Edm = 0.000608363 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297568.1253719 Edm = 0.000684646 NCalls = 298 -VariableMetric: Iteration # 97 - FCN = 297568.1157331 Edm = 0.0090755 NCalls = 301 -VariableMetric: Iteration # 98 - FCN = 297567.1169866 Edm = 0.161801 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297564.9210033 Edm = 0.682104 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297563.8408157 Edm = 0.111175 NCalls = 313 -VariableMetric: Iteration # 101 - FCN = 297563.7376451 Edm = 0.00538142 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297563.7324841 Edm = 0.000253169 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297563.732178 Edm = 2.85747e-05 NCalls = 318 -VariableMetric: After Hessian - FCN = 297563.732178 Edm = 15.7663 NCalls = 799 -VariableMetric: Iteration # 104 - FCN = 297563.732178 Edm = 15.7663 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297563.3489942 Edm = 3.18508 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297561.0981858 Edm = 0.83425 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297560.8395431 Edm = 0.0975935 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297560.7458156 Edm = 0.0235139 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297560.7146733 Edm = 0.00544041 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297560.705307 Edm = 0.00417687 NCalls = 812 -VariableMetric: Iteration # 111 - FCN = 297560.6978476 Edm = 0.00200579 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297560.6946827 Edm = 0.00109472 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297560.6922059 Edm = 0.00107902 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297560.6888578 Edm = 0.000735719 NCalls = 820 -VariableMetric: Iteration # 115 - FCN = 297560.6877472 Edm = 9.67913e-05 NCalls = 822 -VariableMetric: Iteration # 116 - FCN = 297560.687637 Edm = 5.38865e-06 NCalls = 824 -VariableMetric: After Hessian - FCN = 297560.687637 Edm = 8.68692e-06 NCalls = 1317 -VariableMetric: Iteration # 117 - FCN = 297560.687637 Edm = 8.68692e-06 NCalls = 1317 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.996E+05 | Ncalls=545 (556 total) | -| EDM = 1.72E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299637.77104957926 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.446 | 0.011 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.611 | 0.021 | | | -2 | 2 | | -| 2 | p4040_s | 2.012 | 0.000 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 5.637 | 0.005 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 1.393 | 0.001 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.751 | 0.007 | | | -2 | 2 | | -| 7 | p4160_p | 5.985 | 0.006 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 5.011 | 0.011 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.921 | 0.006 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 3.54 | 0.07 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.78E-2 | 0.12E-2 | | | -0.3 | 0.3 | | -| 12| p3770_s | 0.919 | 0.000 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 1.9 | 3.8 | | | -2 | 2 | | -| 14| p4415_s | 1.851 | 0.002 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 2.810E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.115 | 0.004 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 1.229 | 0.002 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 5.484 | 0.006 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.904 | 0.002 | | |0.0253049| 2.0747 | | -| 20| phi_s | 23.002 | 0.004 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -5.725 | 0.004 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 0.625E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.069 0.001 0.036 -0.002 -0.009 -0.070 0.055 0.069 0.004 0.069 -0.063 0.000 0.070 -0.038 -0.033 0.002 -0.005 -0.035 -0.014 0.008 -0.014 0.037 -0.002 | -| bplus_2 | -0.069 1.000 -0.015 -0.514 0.022 0.134 0.991 -0.787 -0.976 -0.062 -0.979 0.901 -0.002 -0.992 0.541 0.465 -0.034 0.075 0.504 0.205 -0.109 0.200 -0.528 0.025 | -| p4040_s | 0.001 -0.015 1.000 0.008 -0.000 -0.002 -0.015 0.012 0.014 0.001 0.014 -0.013 0.000 0.015 -0.008 -0.007 0.001 -0.001 -0.007 -0.003 0.002 -0.003 0.008 -0.000 | -| p3770_p | 0.036 -0.514 0.008 1.000 -0.011 -0.070 -0.517 0.411 0.509 0.032 0.511 -0.470 0.001 0.518 -0.282 -0.243 0.018 -0.039 -0.263 -0.107 0.057 -0.105 0.275 -0.013 | -| Ctt | -0.002 0.022 -0.000 -0.011 1.000 0.003 0.022 -0.018 -0.022 -0.002 -0.022 0.020 -0.000 -0.022 0.012 0.010 -0.001 0.002 0.011 0.005 -0.002 0.004 -0.012 0.001 | -| Dbar_p | -0.009 0.134 -0.002 -0.070 0.003 1.000 0.135 -0.107 -0.133 -0.008 -0.133 0.123 -0.000 -0.135 0.074 0.063 -0.005 0.010 0.069 0.028 -0.015 0.027 -0.072 0.003 | -| bplus_0 | -0.070 0.991 -0.015 -0.517 0.022 0.135 1.000 -0.792 -0.982 -0.062 -0.985 0.907 -0.002 -0.999 0.544 0.468 -0.035 0.075 0.507 0.206 -0.109 0.202 -0.531 0.026 | -| p4160_p | 0.055 -0.787 0.012 0.411 -0.018 -0.107 -0.792 1.000 0.781 0.049 0.783 -0.721 0.001 0.793 -0.432 -0.372 0.027 -0.060 -0.403 -0.164 0.087 -0.160 0.422 -0.020 | -| jpsi_p | 0.069 -0.976 0.014 0.509 -0.022 -0.133 -0.982 0.781 1.000 0.061 0.971 -0.893 0.002 0.984 -0.536 -0.461 0.034 -0.074 -0.500 -0.203 0.108 -0.199 0.523 -0.025 | -| p4415_p | 0.004 -0.062 0.001 0.032 -0.002 -0.008 -0.062 0.049 0.061 1.000 0.061 -0.056 0.000 0.062 -0.034 -0.029 0.002 -0.005 -0.031 -0.013 0.007 -0.013 0.033 -0.002 | -| psi2s_p | 0.069 -0.979 0.014 0.511 -0.022 -0.133 -0.985 0.783 0.971 0.061 1.000 -0.896 0.002 0.987 -0.538 -0.462 0.034 -0.074 -0.501 -0.204 0.108 -0.199 0.525 -0.025 | -| DDstar_s | -0.063 0.901 -0.013 -0.470 0.020 0.123 0.907 -0.721 -0.893 -0.056 -0.896 1.000 -0.001 -0.908 0.495 0.426 -0.031 0.068 0.461 0.187 -0.099 0.183 -0.483 0.023 | -| p3770_s | 0.000 -0.002 0.000 0.001 -0.000 -0.000 -0.002 0.001 0.002 0.000 0.002 -0.001 1.000 0.002 -0.001 -0.001 0.000 -0.000 -0.001 -0.000 0.000 -0.000 0.001 -0.000 | -| bplus_1 | 0.070 -0.992 0.015 0.518 -0.022 -0.135 -0.999 0.793 0.984 0.062 0.987 -0.908 0.002 1.000 -0.545 -0.469 0.035 -0.075 -0.508 -0.206 0.110 -0.202 0.532 -0.026 | -| p4415_s | -0.038 0.541 -0.008 -0.282 0.012 0.074 0.544 -0.432 -0.536 -0.034 -0.538 0.495 -0.001 -0.545 1.000 0.255 -0.019 0.041 0.277 0.112 -0.060 0.110 -0.290 0.014 | -| Dbar_s | -0.033 0.465 -0.007 -0.243 0.010 0.063 0.468 -0.372 -0.461 -0.029 -0.462 0.426 -0.001 -0.469 0.255 1.000 -0.016 0.035 0.238 0.097 -0.051 0.095 -0.249 0.012 | -| omega_s | 0.002 -0.034 0.001 0.018 -0.001 -0.005 -0.035 0.027 0.034 0.002 0.034 -0.031 0.000 0.035 -0.019 -0.016 1.000 -0.003 -0.018 -0.007 0.004 -0.007 0.018 -0.001 | -| p4160_s | -0.005 0.075 -0.001 -0.039 0.002 0.010 0.075 -0.060 -0.074 -0.005 -0.074 0.068 -0.000 -0.075 0.041 0.035 -0.003 1.000 0.038 0.016 -0.008 0.015 -0.040 0.002 | -| phi_p | -0.035 0.504 -0.007 -0.263 0.011 0.069 0.507 -0.403 -0.500 -0.031 -0.501 0.461 -0.001 -0.508 0.277 0.238 -0.018 0.038 1.000 0.105 -0.056 0.103 -0.270 0.013 | -| rho_s | -0.014 0.205 -0.003 -0.107 0.005 0.028 0.206 -0.164 -0.203 -0.013 -0.204 0.187 -0.000 -0.206 0.112 0.097 -0.007 0.016 0.105 1.000 -0.023 0.041 -0.110 0.005 | -| phi_s | 0.008 -0.109 0.002 0.057 -0.002 -0.015 -0.109 0.087 0.108 0.007 0.108 -0.099 0.000 0.110 -0.060 -0.051 0.004 -0.008 -0.056 -0.023 1.000 -0.022 0.058 -0.003 | -| rho_p | -0.014 0.200 -0.003 -0.105 0.004 0.027 0.202 -0.160 -0.199 -0.013 -0.199 0.183 -0.000 -0.202 0.110 0.095 -0.007 0.015 0.103 0.041 -0.022 1.000 -0.107 0.005 | -| p4040_p | 0.037 -0.528 0.008 0.275 -0.012 -0.072 -0.531 0.422 0.523 0.033 0.525 -0.483 0.001 0.532 -0.290 -0.249 0.018 -0.040 -0.270 -0.110 0.058 -0.107 1.000 -0.014 | -| omega_p | -0.002 0.025 -0.000 -0.013 0.001 0.003 0.026 -0.020 -0.025 -0.002 -0.025 0.023 -0.000 -0.026 0.014 0.012 -0.001 0.002 0.013 0.005 -0.003 0.005 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010954704721686692}), (, {'error': 0.020792535289937075}), (, {'error': 0.00013381933111600297}), (, {'error': 0.005245329877955562}), (, {'error': 0.0009557076769532991}), (, {'error': 0.00025700937544659297}), (, {'error': 0.006877520323862796}), (, {'error': 0.005569268012186157}), (, {'error': 0.01081992756778316}), (, {'error': 0.006480621083646554}), (, {'error': 0.06750708506947056}), (, {'error': 0.0012021036633202975}), (, {'error': 2.928430551885075e-05}), (, {'error': 3.8455641605551856}), (, {'error': 0.0018746759372386679}), (, {'error': 0.00020666639601557568}), (, {'error': 0.0038022272664752776}), (, {'error': 0.0018789069058590124}), (, {'error': 0.0057181933051131395}), (, {'error': 0.0017504986532833056}), (, {'error': 0.003702996670705616}), (, {'error': 0.004430040021996984}), (, {'error': 0.0010646037525692265}), (, {'error': 0.0005044942391787544})]) -Toy 1/25 -Time taken: 3 min, 13 s -Projected time left: 1 h, 17 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1344 (1344 total) | -| EDM = 0.00544 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297164.4019848468 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.22 | 0.06 | | | -2 | 2 | | -| 2 | p4040_s | 0.65 | 0.22 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.59 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.34 | 0.11 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.014 | 0.950 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.526 | 0.009 | | | -2 | 2 | | -| 7 | p4160_p | 4.18 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.18 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.52 | 0.23 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.987 | 0.017 | | | -2 | 2 | | -| 14| p4415_s | 1.34 | 0.16 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 16| omega_s | 9.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 6.20 | 0.21 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.45 | 0.27 | | |0.0253049| 2.0747 | | -| 20| phi_s | 17.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 6.06 | 0.23 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.92 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 1.22 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.202 -0.587 0.248 0.162 0.811 0.403 -0.739 -0.715 -0.691 -0.582 0.814 -0.429 0.406 -0.060 0.392 0.008 -0.465 -0.026 0.049 -0.033 0.024 -0.458 0.005 | -| bplus_2 | 0.202 1.000 -0.176 0.092 0.487 0.209 0.036 -0.196 -0.263 -0.144 -0.207 0.249 -0.132 0.025 -0.098 0.085 0.027 -0.096 0.007 0.017 -0.069 0.178 -0.104 -0.002 | -| p4040_s | -0.587 -0.176 1.000 -0.330 -0.043 -0.744 -0.489 0.549 0.689 0.613 0.547 -0.780 0.435 -0.503 0.186 -0.397 -0.003 0.482 0.029 -0.063 0.026 -0.005 0.338 -0.012 | -| p3770_p | 0.248 0.092 -0.330 1.000 0.069 0.470 0.293 -0.222 -0.283 -0.279 -0.202 0.387 -0.224 0.296 -0.116 0.174 0.001 -0.255 -0.015 0.033 -0.016 0.002 -0.058 0.008 | -| Ctt | 0.162 0.487 -0.043 0.069 1.000 0.233 0.143 -0.290 -0.262 -0.208 -0.021 0.213 -0.162 0.139 0.154 0.199 0.002 -0.007 -0.010 0.020 -0.017 0.020 -0.272 0.006 | -| Dbar_p | 0.811 0.209 -0.744 0.470 0.233 1.000 0.637 -0.764 -0.782 -0.786 -0.632 0.947 -0.392 0.653 -0.160 0.511 0.006 -0.597 -0.031 0.078 -0.039 0.027 -0.449 0.016 | -| bplus_0 | 0.403 0.036 -0.489 0.293 0.143 0.637 1.000 -0.572 -0.563 -0.571 -0.463 0.665 -0.283 0.246 -0.028 0.308 0.006 -0.369 -0.020 0.106 -0.038 0.043 -0.350 0.028 | -| p4160_p | -0.739 -0.196 0.549 -0.222 -0.290 -0.764 -0.572 1.000 0.815 0.797 0.644 -0.863 0.480 -0.588 0.134 -0.432 -0.005 0.494 0.031 -0.072 0.033 -0.017 0.544 -0.013 | -| jpsi_p | -0.715 -0.263 0.689 -0.283 -0.262 -0.782 -0.563 0.815 1.000 0.776 0.715 -0.897 0.530 -0.578 0.109 -0.457 -0.002 0.533 0.030 -0.075 0.025 -0.013 0.508 -0.013 | -| p4415_p | -0.691 -0.144 0.613 -0.279 -0.208 -0.786 -0.571 0.797 0.776 1.000 0.619 -0.851 0.453 -0.589 0.082 -0.430 -0.003 0.464 0.031 -0.071 0.030 -0.008 0.511 -0.014 | -| psi2s_p | -0.582 -0.207 0.547 -0.202 -0.021 -0.632 -0.463 0.644 0.715 0.619 1.000 -0.737 0.252 -0.474 0.105 -0.361 -0.004 0.418 0.026 -0.059 0.027 -0.014 0.351 -0.010 | -| DDstar_s | 0.814 0.249 -0.780 0.387 0.213 0.947 0.665 -0.863 -0.897 -0.851 -0.737 1.000 -0.509 0.681 -0.154 0.531 0.006 -0.620 -0.035 0.083 -0.042 0.025 -0.531 0.016 | -| p3770_s | -0.429 -0.132 0.435 -0.224 -0.162 -0.392 -0.283 0.480 0.530 0.453 0.252 -0.509 1.000 -0.296 0.071 -0.218 -0.000 0.319 0.020 -0.041 0.010 0.006 0.272 -0.006 | -| bplus_1 | 0.406 0.025 -0.503 0.296 0.139 0.653 0.246 -0.588 -0.578 -0.589 -0.474 0.681 -0.296 1.000 -0.027 0.315 0.009 -0.384 -0.019 0.061 -0.034 0.051 -0.361 0.010 | -| p4415_s | -0.060 -0.098 0.186 -0.116 0.154 -0.160 -0.028 0.134 0.109 0.082 0.105 -0.154 0.071 -0.027 1.000 -0.090 -0.001 0.268 0.005 -0.006 0.003 0.000 0.098 -0.000 | -| Dbar_s | 0.392 0.085 -0.397 0.174 0.199 0.511 0.308 -0.432 -0.457 -0.430 -0.361 0.531 -0.218 0.315 -0.090 1.000 0.003 -0.316 -0.017 0.038 -0.019 0.010 -0.237 0.006 | -| omega_s | 0.008 0.027 -0.003 0.001 0.002 0.006 0.006 -0.005 -0.002 -0.003 -0.004 0.006 -0.000 0.009 -0.001 0.003 1.000 -0.001 0.011 -0.004 -0.003 0.027 -0.002 -0.258 | -| p4160_s | -0.465 -0.096 0.482 -0.255 -0.007 -0.597 -0.369 0.494 0.533 0.464 0.418 -0.620 0.319 -0.384 0.268 -0.316 -0.001 1.000 0.023 -0.049 0.016 0.006 0.510 -0.009 | -| phi_p | -0.026 0.007 0.029 -0.015 -0.010 -0.031 -0.020 0.031 0.030 0.031 0.026 -0.035 0.020 -0.019 0.005 -0.017 0.011 0.023 1.000 0.006 0.539 0.053 0.020 0.025 | -| rho_s | 0.049 0.017 -0.063 0.033 0.020 0.078 0.106 -0.072 -0.075 -0.071 -0.059 0.083 -0.041 0.061 -0.006 0.038 -0.004 -0.049 0.006 1.000 0.014 0.214 -0.045 0.538 | -| phi_s | -0.033 -0.069 0.026 -0.016 -0.017 -0.039 -0.038 0.033 0.025 0.030 0.027 -0.042 0.010 -0.034 0.003 -0.019 -0.003 0.016 0.539 0.014 1.000 0.088 0.017 0.000 | -| rho_p | 0.024 0.178 -0.005 0.002 0.020 0.027 0.043 -0.017 -0.013 -0.008 -0.014 0.025 0.006 0.051 0.000 0.010 0.027 0.006 0.053 0.214 0.088 1.000 -0.004 -0.020 | -| p4040_p | -0.458 -0.104 0.338 -0.058 -0.272 -0.449 -0.350 0.544 0.508 0.511 0.351 -0.531 0.272 -0.361 0.098 -0.237 -0.002 0.510 0.020 -0.045 0.017 -0.004 1.000 -0.008 | -| omega_p | 0.005 -0.002 -0.012 0.008 0.006 0.016 0.028 -0.013 -0.013 -0.014 -0.010 0.016 -0.006 0.010 -0.000 0.006 -0.258 -0.009 0.025 0.538 0.000 -0.020 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3573601356050604}), (, {'error': 0.0554983475476003}), (, {'error': 0.22214500070597717}), (, {'error': 0.11576678241701988}), (, {'error': 0.11311864377930225}), (, {'error': 0.9498105015758682}), (, {'error': 0.009034720254550876}), (, {'error': 0.15718273722613674}), (, {'error': 0.05238549696527173}), (, {'error': 0.2575979664634964}), (, {'error': 0.04058812777602938}), (, {'error': 0.5972687865512079}), (, {'error': 0.2307291640080671}), (, {'error': 0.017263851729798496}), (, {'error': 0.15993509533453842}), (, {'error': 0.3766789153736667}), (, {'error': 1.0982680817133996}), (, {'error': 0.17091749901433362}), (, {'error': 0.20632187218495268}), (, {'error': 0.2661349795956037}), (, {'error': 0.85959800907413}), (, {'error': 0.22928153584890776}), (, {'error': 0.27634019989578107}), (, {'error': 0.1684457255970031})]) -Toy 2/25 -Time taken: 8 min, 9 s -Projected time left: 1 h, 33 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1358 (1358 total) | -| EDM = 0.000659 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297310.16102950013 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.61 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.62 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.008 | 0.167 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.83 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 7 | p4160_p | 4.12 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.694 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.03 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 2.152 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 12| p3770_s | 0.919 | 0.013 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 14| p4415_s | 0.98 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.006 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 0.77 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 23.6 | 1.6 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.10 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.232 -0.130 -0.001 -0.106 -0.034 -0.030 0.043 0.037 -0.084 -0.033 0.014 0.003 -0.176 -0.030 0.003 -0.033 -0.065 0.010 0.065 0.006 -0.017 0.024 0.001 | -| bplus_2 | 0.232 1.000 -0.078 -0.003 -0.649 0.049 -0.091 -0.076 -0.124 -0.244 0.047 -0.001 0.000 -0.085 0.095 -0.002 -0.047 -0.089 0.034 0.040 -0.091 -0.272 -0.034 0.003 | -| p4040_s | -0.130 -0.078 1.000 -0.000 0.330 -0.063 -0.056 -0.508 -0.030 -0.204 -0.014 0.001 -0.003 0.028 0.168 0.000 -0.013 0.175 0.002 0.032 0.027 0.041 -0.185 0.000 | -| p3770_p | -0.001 -0.003 -0.000 1.000 0.007 -0.002 0.000 -0.002 0.001 -0.001 0.008 -0.000 -0.001 0.000 0.001 -0.000 0.000 0.001 -0.000 -0.000 -0.000 0.000 -0.001 -0.000 | -| Ctt | -0.106 -0.649 0.330 0.007 1.000 -0.180 -0.005 -0.290 0.236 -0.026 0.092 0.000 -0.002 0.079 0.196 0.008 -0.003 0.264 0.001 0.013 0.043 0.098 -0.265 -0.000 | -| Dbar_p | -0.034 0.049 -0.063 -0.002 -0.180 1.000 -0.006 0.036 0.252 -0.037 0.095 0.002 0.005 -0.079 0.011 0.006 -0.011 -0.034 0.006 0.024 0.009 0.013 -0.032 0.000 | -| bplus_0 | -0.030 -0.091 -0.056 0.000 -0.005 -0.006 1.000 -0.009 0.093 -0.039 -0.043 0.002 0.002 -0.954 -0.021 0.002 0.243 -0.036 -0.097 -0.434 -0.100 0.128 -0.023 -0.009 | -| p4160_p | 0.043 -0.076 -0.508 -0.002 -0.290 0.036 -0.009 1.000 -0.024 0.250 -0.139 0.015 0.003 0.043 0.026 0.008 0.002 -0.140 -0.003 -0.004 0.010 0.019 0.254 -0.000 | -| jpsi_p | 0.037 -0.124 -0.030 0.001 0.236 0.252 0.093 -0.024 1.000 0.001 -0.053 0.024 0.002 -0.062 -0.026 0.012 -0.007 -0.027 0.002 -0.021 -0.030 -0.080 -0.062 0.002 | -| p4415_p | -0.084 -0.244 -0.204 -0.001 -0.026 -0.037 -0.039 0.250 0.001 1.000 -0.094 0.009 0.001 0.102 -0.128 0.004 -0.001 -0.226 -0.003 0.009 0.027 0.054 0.139 -0.000 | -| psi2s_p | -0.033 0.047 -0.014 0.008 0.092 0.095 -0.043 -0.139 -0.053 -0.094 1.000 0.018 0.006 0.008 0.013 0.015 -0.016 -0.052 0.002 0.027 0.013 0.001 -0.220 0.001 | -| DDstar_s | 0.014 -0.001 0.001 -0.000 0.000 0.002 0.002 0.015 0.024 0.009 0.018 1.000 0.000 -0.003 -0.000 -0.000 0.000 0.002 0.000 -0.001 -0.000 0.000 0.007 -0.000 | -| p3770_s | 0.003 0.000 -0.003 -0.001 -0.002 0.005 0.002 0.003 0.002 0.001 0.006 0.000 1.000 -0.002 -0.001 0.000 0.000 -0.001 -0.000 -0.001 -0.000 -0.000 0.003 -0.000 | -| bplus_1 | -0.176 -0.085 0.028 0.000 0.079 -0.079 -0.954 0.043 -0.062 0.102 0.008 -0.003 -0.002 1.000 -0.058 -0.000 -0.225 -0.005 0.095 0.392 0.092 -0.127 0.043 0.008 | -| p4415_s | -0.030 0.095 0.168 0.001 0.196 0.011 -0.021 0.026 -0.026 -0.128 0.013 -0.000 -0.001 -0.058 1.000 -0.001 -0.011 0.280 0.003 0.024 0.009 0.006 0.030 0.000 | -| Dbar_s | 0.003 -0.002 0.000 -0.000 0.008 0.006 0.002 0.008 0.012 0.004 0.015 -0.000 0.000 -0.000 -0.001 1.000 0.001 0.000 0.000 -0.001 -0.000 -0.000 0.006 -0.000 | -| omega_s | -0.033 -0.047 -0.013 0.000 -0.003 -0.011 0.243 0.002 -0.007 -0.001 -0.016 0.000 0.000 -0.225 -0.011 0.001 1.000 -0.009 -0.147 -0.479 -0.006 0.296 -0.001 -0.108 | -| p4160_s | -0.065 -0.089 0.175 0.001 0.264 -0.034 -0.036 -0.140 -0.027 -0.226 -0.052 0.002 -0.001 -0.005 0.280 0.000 -0.009 1.000 -0.000 0.026 0.029 0.051 0.298 -0.000 | -| phi_p | 0.010 0.034 0.002 -0.000 0.001 0.006 -0.097 -0.003 0.002 -0.003 0.002 0.000 -0.000 0.095 0.003 0.000 -0.147 -0.000 1.000 0.094 -0.316 -0.258 -0.002 0.009 | -| rho_s | 0.065 0.040 0.032 -0.000 0.013 0.024 -0.434 -0.004 -0.021 0.009 0.027 -0.001 -0.001 0.392 0.024 -0.001 -0.479 0.026 0.094 1.000 0.067 0.085 0.003 0.026 | -| phi_s | 0.006 -0.091 0.027 -0.000 0.043 0.009 -0.100 0.010 -0.030 0.027 0.013 -0.000 -0.000 0.092 0.009 -0.000 -0.006 0.029 -0.316 0.067 1.000 0.086 0.011 0.001 | -| rho_p | -0.017 -0.272 0.041 0.000 0.098 0.013 0.128 0.019 -0.080 0.054 0.001 0.000 -0.000 -0.127 0.006 -0.000 0.296 0.051 -0.258 0.085 0.086 1.000 0.017 0.007 | -| p4040_p | 0.024 -0.034 -0.185 -0.001 -0.265 -0.032 -0.023 0.254 -0.062 0.139 -0.220 0.007 0.003 0.043 0.030 0.006 -0.001 0.298 -0.002 0.003 0.011 0.017 1.000 -0.000 | -| omega_p | 0.001 0.003 0.000 -0.000 -0.000 0.000 -0.009 -0.000 0.002 -0.000 0.001 -0.000 -0.000 0.008 0.000 -0.000 -0.108 -0.000 0.009 0.026 0.001 0.007 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2380642959042878}), (, {'error': 0.07612619139151877}), (, {'error': 0.17109890961800125}), (, {'error': 0.01138358204999923}), (, {'error': 0.16712937200561007}), (, {'error': 0.20007457898767678}), (, {'error': 0.032252484784009106}), (, {'error': 0.10524429331614016}), (, {'error': 0.023802309732181115}), (, {'error': 0.21599484124287383}), (, {'error': 0.025780040311445873}), (, {'error': 0.010173027165809145}), (, {'error': 0.012992407390810257}), (, {'error': 0.061537500336907636}), (, {'error': 0.19714271483706103}), (, {'error': 0.006295907399339551}), (, {'error': 1.0601682504246677}), (, {'error': 0.17476309198439421}), (, {'error': 0.13820384019902265}), (, {'error': 0.3655752664659937}), (, {'error': 1.6078835320582119}), (, {'error': 0.3493305904714794}), (, {'error': 0.29130472468507396}), (, {'error': 0.11079296265145011})]) -Toy 3/25 -Time taken: 13 min, 6 s -Projected time left: 1 h, 36 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.99E+05 | Ncalls=526 (537 total) | -| EDM = 1.59E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299048.62714944204 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.08 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -1.32 | 0.12 | | | -2 | 2 | | -| 2 | p4040_s | 1.627 | 0.009 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 4.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.962 | 0.028 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 0.40 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.792 | 0.025 | | | -2 | 2 | | -| 7 | p4160_p | 4.190 | 0.025 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.068 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 1.8 | 2.7 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 0.675 | 0.020 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.194 | 0.004 | | | -0.3 | 0.3 | | -| 12| p3770_s | 1.702 | 0.016 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 1.79 | 0.04 | | | -2 | 2 | | -| 14| p4415_s | 1.582 | 0.013 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 2.842E-1 | 0.012E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.899 | 0.029 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.503 | 0.018 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -2.6 | 8.4 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.885 | 0.029 | | |0.0253049| 2.0747 | | -| 20| phi_s | 16.62 | 0.20 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -6.17 | 0.03 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.02 | 0.05 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -1.10 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.031 0.000 -0.000 -0.030 0.031 -0.025 0.001 0.008 0.012 0.020 -0.047 0.000 -0.027 0.006 -0.012 0.010 0.002 -0.029 0.027 0.029 -0.027 -0.009 0.029 | -| bplus_2 | -0.031 1.000 -0.069 0.100 0.887 -0.926 0.984 0.258 0.450 -0.974 -0.721 0.808 0.238 0.983 -0.376 0.426 -0.342 -0.474 0.991 -0.911 -0.971 0.906 0.765 -0.961 | -| p4040_s | 0.000 -0.069 1.000 -0.008 -0.060 0.064 -0.071 -0.022 -0.033 0.075 0.049 -0.058 -0.017 -0.070 0.028 -0.030 0.024 0.037 -0.070 0.064 0.068 -0.064 -0.050 0.068 | -| p3770_p | -0.000 0.100 -0.008 1.000 0.091 -0.097 0.104 0.028 0.052 -0.108 -0.039 0.086 -0.035 0.103 -0.041 0.046 -0.035 -0.054 0.101 -0.093 -0.099 0.093 0.089 -0.098 | -| Ctt | -0.030 0.887 -0.060 0.091 1.000 -0.837 0.888 0.233 0.403 -0.874 -0.647 0.730 0.213 0.888 -0.339 0.385 -0.309 -0.422 0.895 -0.822 -0.876 0.818 0.684 -0.868 | -| Dbar_p | 0.031 -0.926 0.064 -0.097 -0.837 1.000 -0.926 -0.238 -0.412 0.913 0.683 -0.761 -0.219 -0.926 0.353 -0.408 0.323 0.442 -0.934 0.859 0.915 -0.854 -0.713 0.906 | -| bplus_0 | -0.025 0.984 -0.071 0.104 0.888 -0.926 1.000 0.255 0.447 -0.985 -0.729 0.810 0.239 0.986 -0.379 0.427 -0.343 -0.482 0.994 -0.913 -0.973 0.909 0.773 -0.964 | -| p4160_p | 0.001 0.258 -0.022 0.028 0.233 -0.238 0.255 1.000 0.113 -0.234 -0.196 0.210 0.062 0.256 -0.096 0.111 -0.090 -0.107 0.260 -0.238 -0.254 0.237 0.203 -0.252 | -| jpsi_p | 0.008 0.450 -0.033 0.052 0.403 -0.412 0.447 0.113 1.000 -0.445 -0.322 0.368 0.107 0.448 -0.171 0.194 -0.158 -0.218 0.456 -0.419 -0.447 0.417 0.347 -0.442 | -| p4415_p | 0.012 -0.974 0.075 -0.108 -0.874 0.913 -0.985 -0.234 -0.445 1.000 0.729 -0.808 -0.239 -0.982 0.383 -0.424 0.341 0.490 -0.987 0.907 0.966 -0.902 -0.770 0.957 | -| psi2s_p | 0.020 -0.721 0.049 -0.039 -0.647 0.683 -0.729 -0.196 -0.322 0.729 1.000 -0.599 -0.189 -0.727 0.281 -0.316 0.252 0.353 -0.729 0.669 0.713 -0.666 -0.573 0.706 | -| DDstar_s | -0.047 0.808 -0.058 0.086 0.730 -0.761 0.810 0.210 0.368 -0.808 -0.599 1.000 0.196 0.809 -0.311 0.351 -0.282 -0.395 0.816 -0.750 -0.799 0.746 0.634 -0.791 | -| p3770_s | 0.000 0.238 -0.017 -0.035 0.213 -0.219 0.239 0.062 0.107 -0.239 -0.189 0.196 1.000 0.239 -0.092 0.103 -0.083 -0.116 0.240 -0.221 -0.235 0.220 0.186 -0.233 | -| bplus_1 | -0.027 0.983 -0.070 0.103 0.888 -0.926 0.986 0.256 0.448 -0.982 -0.727 0.809 0.239 1.000 -0.378 0.427 -0.343 -0.479 0.993 -0.913 -0.972 0.908 0.771 -0.963 | -| p4415_s | 0.006 -0.376 0.028 -0.041 -0.339 0.353 -0.379 -0.096 -0.171 0.383 0.281 -0.311 -0.092 -0.378 1.000 -0.163 0.132 0.188 -0.381 0.350 0.373 -0.348 -0.298 0.369 | -| Dbar_s | -0.012 0.426 -0.030 0.046 0.385 -0.408 0.427 0.111 0.194 -0.424 -0.316 0.351 0.103 0.427 -0.163 1.000 -0.149 -0.207 0.430 -0.395 -0.421 0.393 0.333 -0.417 | -| omega_s | 0.010 -0.342 0.024 -0.035 -0.309 0.323 -0.343 -0.090 -0.158 0.341 0.252 -0.282 -0.083 -0.343 0.132 -0.149 1.000 0.166 -0.345 0.317 0.338 -0.316 -0.267 0.336 | -| p4160_s | 0.002 -0.474 0.037 -0.054 -0.422 0.442 -0.482 -0.107 -0.218 0.490 0.353 -0.395 -0.116 -0.479 0.188 -0.207 0.166 1.000 -0.480 0.441 0.470 -0.439 -0.366 0.465 | -| phi_p | -0.029 0.991 -0.070 0.101 0.895 -0.934 0.994 0.260 0.456 -0.987 -0.729 0.816 0.240 0.993 -0.381 0.430 -0.345 -0.480 1.000 -0.919 -0.979 0.914 0.774 -0.969 | -| rho_s | 0.027 -0.911 0.064 -0.093 -0.822 0.859 -0.913 -0.238 -0.419 0.907 0.669 -0.750 -0.221 -0.913 0.350 -0.395 0.317 0.441 -0.919 1.000 0.900 -0.840 -0.711 0.891 | -| phi_s | 0.029 -0.971 0.068 -0.099 -0.876 0.915 -0.973 -0.254 -0.447 0.966 0.713 -0.799 -0.235 -0.972 0.373 -0.421 0.338 0.470 -0.979 0.900 1.000 -0.895 -0.757 0.949 | -| rho_p | -0.027 0.906 -0.064 0.093 0.818 -0.854 0.909 0.237 0.417 -0.902 -0.666 0.746 0.220 0.908 -0.348 0.393 -0.316 -0.439 0.914 -0.840 -0.895 1.000 0.707 -0.886 | -| p4040_p | -0.009 0.765 -0.050 0.089 0.684 -0.713 0.773 0.203 0.347 -0.770 -0.573 0.634 0.186 0.771 -0.298 0.333 -0.267 -0.366 0.774 -0.711 -0.757 0.707 1.000 -0.750 | -| omega_p | 0.029 -0.961 0.068 -0.098 -0.868 0.906 -0.964 -0.252 -0.442 0.957 0.706 -0.791 -0.233 -0.963 0.369 -0.417 0.336 0.465 -0.969 0.891 0.949 -0.886 -0.750 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05234413476167754}), (, {'error': 0.11566633440179608}), (, {'error': 0.008871138693642644}), (, {'error': 0.03457185138215291}), (, {'error': 0.02785513178525134}), (, {'error': 0.1387273809754932}), (, {'error': 0.025113718000139396}), (, {'error': 0.02485553980453581}), (, {'error': 0.009618641196546651}), (, {'error': 2.6682847235487577}), (, {'error': 0.020028043551604924}), (, {'error': 0.004389620529455296}), (, {'error': 0.016208051037265858}), (, {'error': 0.03828066160227639}), (, {'error': 0.013034208003550929}), (, {'error': 0.0011939079404596487}), (, {'error': 0.029460859066330336}), (, {'error': 0.01812242341780501}), (, {'error': 8.381540397303633}), (, {'error': 0.029008045563116258}), (, {'error': 0.19597914246745773}), (, {'error': 0.032022987101557376}), (, {'error': 0.04942809543947879}), (, {'error': 0.2324139156438032})]) -Toy 4/25 -Time taken: 16 min, 9 s -Projected time left: 1 h, 24 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1353 (1353 total) | -| EDM = 2.84E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297418.9438041375 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.63 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.81 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.43 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.34 | 0.23 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.361 | 0.027 | | | -2 | 2 | | -| 7 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.596 | 0.028 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.04 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.05 | 0.24 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.61 | 0.05 | | | -2 | 2 | | -| 14| p4415_s | 0.83 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.3 | 1.8 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -0.36 | 0.21 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -1.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -3.26 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -6.2 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.065 -0.106 0.018 -0.173 -0.154 -0.122 -0.005 0.439 0.225 0.151 0.013 0.088 0.288 -0.058 -0.017 0.001 0.010 0.001 0.025 0.004 -0.036 0.271 0.004 | -| bplus_2 | 0.065 1.000 -0.235 0.066 -0.724 -0.063 -0.402 0.002 0.379 -0.237 -0.137 -0.015 0.107 0.245 0.011 -0.019 -0.108 0.005 -0.028 0.378 0.027 -0.160 -0.071 -0.047 | -| p4040_s | -0.106 -0.235 1.000 -0.200 0.414 -0.081 0.064 0.008 -0.211 -0.140 0.153 0.013 -0.029 -0.100 0.180 0.012 0.006 -0.012 0.008 -0.057 -0.018 0.061 -0.173 0.003 | -| p3770_p | 0.018 0.066 -0.200 1.000 -0.197 -0.097 0.072 -0.000 0.018 0.017 -0.010 -0.030 -0.209 -0.067 -0.090 -0.057 0.009 0.006 -0.014 0.001 0.016 -0.062 0.055 0.000 | -| Ctt | -0.173 -0.724 0.414 -0.197 1.000 0.407 0.056 -0.003 -0.416 0.202 0.356 0.005 -0.146 0.071 0.168 0.030 0.011 -0.011 0.014 -0.118 -0.046 0.122 0.084 0.007 | -| Dbar_p | -0.154 -0.063 -0.081 -0.097 0.407 1.000 -0.040 -0.005 0.100 0.169 0.280 -0.011 0.239 0.168 -0.057 0.023 0.005 0.005 -0.003 0.004 0.005 -0.030 0.264 0.003 | -| bplus_0 | -0.122 -0.402 0.064 0.072 0.056 -0.040 1.000 0.003 -0.238 -0.107 -0.045 -0.004 -0.043 -0.949 0.067 0.005 0.219 -0.003 -0.037 -0.436 0.123 -0.239 -0.123 0.081 | -| p4160_p | -0.005 0.002 0.008 -0.000 -0.003 -0.005 0.003 1.000 -0.002 -0.002 -0.001 -0.000 -0.002 -0.004 -0.005 -0.000 0.000 -0.002 -0.000 0.000 0.001 -0.001 -0.005 0.000 | -| jpsi_p | 0.439 0.379 -0.211 0.018 -0.416 0.100 -0.238 -0.002 1.000 0.047 0.064 -0.024 0.186 0.247 -0.110 -0.048 -0.045 0.010 -0.003 0.100 -0.023 0.007 0.139 -0.020 | -| p4415_p | 0.225 -0.237 -0.140 0.017 0.202 0.169 -0.107 -0.002 0.047 1.000 0.063 0.009 0.060 0.199 -0.086 0.011 -0.009 0.010 0.017 -0.034 -0.036 0.093 0.163 0.000 | -| psi2s_p | 0.151 -0.137 0.153 -0.010 0.356 0.280 -0.045 -0.001 0.064 0.063 1.000 -0.006 -0.368 0.115 0.048 -0.006 -0.005 -0.002 0.004 -0.011 -0.015 0.029 -0.033 -0.001 | -| DDstar_s | 0.013 -0.015 0.013 -0.030 0.005 -0.011 -0.004 -0.000 -0.024 0.009 -0.006 1.000 -0.020 0.024 -0.002 -0.002 0.001 -0.001 -0.001 -0.000 0.001 -0.004 -0.002 -0.000 | -| p3770_s | 0.088 0.107 -0.029 -0.209 -0.146 0.239 -0.043 -0.002 0.186 0.060 -0.368 -0.020 1.000 0.062 -0.036 -0.016 0.000 0.004 0.001 -0.000 -0.004 -0.003 0.156 0.001 | -| bplus_1 | 0.288 0.245 -0.100 -0.067 0.071 0.168 -0.949 -0.004 0.247 0.199 0.115 0.024 0.062 1.000 -0.146 0.010 -0.203 0.006 0.029 0.405 -0.119 0.202 0.198 -0.075 | -| p4415_s | -0.058 0.011 0.180 -0.090 0.168 -0.057 0.067 -0.005 -0.110 -0.086 0.048 -0.002 -0.036 -0.146 1.000 -0.006 0.005 -0.005 -0.001 -0.017 0.001 0.005 0.088 0.001 | -| Dbar_s | -0.017 -0.019 0.012 -0.057 0.030 0.023 0.005 -0.000 -0.048 0.011 -0.006 -0.002 -0.016 0.010 -0.006 1.000 0.001 -0.001 -0.002 -0.000 0.002 -0.007 0.006 -0.000 | -| omega_s | 0.001 -0.108 0.006 0.009 0.011 0.005 0.219 0.000 -0.045 -0.009 -0.005 0.001 0.000 -0.203 0.005 0.001 1.000 -0.000 -0.005 -0.289 0.074 -0.186 -0.011 0.808 | -| p4160_s | 0.010 0.005 -0.012 0.006 -0.011 0.005 -0.003 -0.002 0.010 0.010 -0.002 -0.001 0.004 0.006 -0.005 -0.001 -0.000 1.000 -0.000 0.001 0.000 -0.001 -0.005 -0.000 | -| phi_p | 0.001 -0.028 0.008 -0.014 0.014 -0.003 -0.037 -0.000 -0.003 0.017 0.004 -0.001 0.001 0.029 -0.001 -0.002 -0.005 -0.000 1.000 -0.054 0.592 0.132 0.012 0.008 | -| rho_s | 0.025 0.378 -0.057 0.001 -0.118 0.004 -0.436 0.000 0.100 -0.034 -0.011 -0.000 -0.000 0.405 -0.017 -0.000 -0.289 0.001 -0.054 1.000 -0.122 -0.083 -0.007 0.036 | -| phi_s | 0.004 0.027 -0.018 0.016 -0.046 0.005 0.123 0.001 -0.023 -0.036 -0.015 0.001 -0.004 -0.119 0.001 0.002 0.074 0.000 0.592 -0.122 1.000 0.054 -0.026 0.044 | -| rho_p | -0.036 -0.160 0.061 -0.062 0.122 -0.030 -0.239 -0.001 0.007 0.093 0.029 -0.004 -0.003 0.202 0.005 -0.007 -0.186 -0.001 0.132 -0.083 0.054 1.000 0.060 -0.151 | -| p4040_p | 0.271 -0.071 -0.173 0.055 0.084 0.264 -0.123 -0.005 0.139 0.163 -0.033 -0.002 0.156 0.198 0.088 0.006 -0.011 -0.005 0.012 -0.007 -0.026 0.060 1.000 -0.001 | -| omega_p | 0.004 -0.047 0.003 0.000 0.007 0.003 0.081 0.000 -0.020 0.000 -0.001 -0.000 0.001 -0.075 0.001 -0.000 0.808 -0.000 0.008 0.036 0.044 -0.151 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3686785086240425}), (, {'error': 0.08423324987362246}), (, {'error': 0.18106647784176078}), (, {'error': 0.10175589449602307}), (, {'error': 0.23311326758422934}), (, {'error': 0.36336711106494723}), (, {'error': 0.027003645095563078}), (, {'error': 0.009983506856243718}), (, {'error': 0.028160737852627626}), (, {'error': 0.26210897905079156}), (, {'error': 0.03329192716009555}), (, {'error': 0.019375514314831477}), (, {'error': 0.23816871941561146}), (, {'error': 0.049189956580372174}), (, {'error': 0.19185096134960955}), (, {'error': 0.022249112025087114}), (, {'error': 1.7699472519930035}), (, {'error': 0.013570138833480128}), (, {'error': 0.21133917567464433}), (, {'error': 0.38286165382375703}), (, {'error': 1.1357038336467618}), (, {'error': 0.636517740180679}), (, {'error': 0.2006054289340362}), (, {'error': 0.540187753184679})]) -Toy 5/25 -Time taken: 21 min, 14 s -Projected time left: 1 h, 24 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1403 (1403 total) | -| EDM = 0.00852 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297164.85579432687 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.3 | 1.7 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.27 | 0.09 | | | -2 | 2 | | -| 2 | p4040_s | 0.55 | 0.23 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.35 | 0.17 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.9 | 9.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.433 | 0.014 | | | -2 | 2 | | -| 7 | p4160_p | -2.10 | 0.23 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.62 | 0.08 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.39 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.5 | 0.4 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.850 | 0.028 | | | -2 | 2 | | -| 14| p4415_s | 0.98 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.04 | 0.43 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.28 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 5.87 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 20| phi_s | 16.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -1.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.382 0.396 -0.575 0.136 -0.623 0.254 -0.483 -0.535 -0.159 -0.486 0.086 -0.494 0.257 0.139 -0.651 0.023 0.259 -0.033 -0.042 0.013 -0.061 -0.300 0.003 | -| bplus_2 | -0.382 1.000 -0.412 0.595 -0.637 0.626 -0.367 0.568 0.652 0.156 0.532 -0.035 0.553 -0.352 -0.073 0.634 -0.071 -0.304 0.004 0.249 0.054 -0.138 0.363 -0.005 | -| p4040_s | 0.396 -0.412 1.000 -0.651 0.426 -0.630 0.218 -0.726 -0.635 -0.434 -0.513 0.053 -0.508 0.219 0.244 -0.657 0.019 0.066 -0.033 -0.044 0.001 -0.033 -0.520 0.003 | -| p3770_p | -0.575 0.595 -0.651 1.000 -0.321 0.931 -0.367 0.886 0.909 0.438 0.807 -0.089 0.764 -0.391 -0.264 0.941 -0.035 -0.335 0.052 0.068 -0.014 0.076 0.612 -0.005 | -| Ctt | 0.136 -0.637 0.426 -0.321 1.000 -0.350 0.167 -0.399 -0.376 -0.141 -0.122 0.032 -0.293 0.191 0.261 -0.281 0.024 0.290 -0.007 -0.103 -0.033 0.063 -0.221 0.003 | -| Dbar_p | -0.623 0.626 -0.630 0.931 -0.350 1.000 -0.415 0.876 0.926 0.395 0.813 -0.117 0.813 -0.430 -0.244 0.947 -0.040 -0.365 0.056 0.075 -0.018 0.095 0.566 -0.005 | -| bplus_0 | 0.254 -0.367 0.218 -0.367 0.167 -0.415 1.000 -0.338 -0.404 -0.159 -0.344 -0.003 -0.347 -0.538 0.022 -0.387 0.083 0.094 -0.039 -0.167 0.046 -0.131 -0.257 0.001 | -| p4160_p | -0.483 0.568 -0.726 0.886 -0.399 0.876 -0.338 1.000 0.892 0.516 0.759 -0.087 0.777 -0.343 -0.275 0.909 -0.030 -0.359 0.050 0.058 -0.011 0.070 0.545 -0.005 | -| jpsi_p | -0.535 0.652 -0.635 0.909 -0.376 0.926 -0.404 0.892 1.000 0.426 0.826 -0.106 0.836 -0.394 -0.263 0.954 -0.038 -0.357 0.053 0.070 -0.019 0.087 0.599 -0.004 | -| p4415_p | -0.159 0.156 -0.434 0.438 -0.141 0.395 -0.159 0.516 0.426 1.000 0.346 -0.062 0.380 -0.126 -0.245 0.439 -0.005 -0.239 0.031 -0.015 -0.021 0.077 0.314 -0.002 | -| psi2s_p | -0.486 0.532 -0.513 0.807 -0.122 0.813 -0.344 0.759 0.826 0.346 1.000 -0.096 0.639 -0.352 -0.203 0.852 -0.033 -0.334 0.048 0.060 -0.015 0.078 0.460 -0.004 | -| DDstar_s | 0.086 -0.035 0.053 -0.089 0.032 -0.117 -0.003 -0.087 -0.106 -0.062 -0.096 1.000 -0.085 -0.017 0.017 -0.108 -0.004 0.023 -0.005 0.009 -0.003 0.003 -0.074 0.001 | -| p3770_s | -0.494 0.553 -0.508 0.764 -0.293 0.813 -0.347 0.777 0.836 0.380 0.639 -0.085 1.000 -0.357 -0.210 0.856 -0.029 -0.292 0.050 0.048 -0.018 0.085 0.529 -0.004 | -| bplus_1 | 0.257 -0.352 0.219 -0.391 0.191 -0.430 -0.538 -0.343 -0.394 -0.126 -0.352 -0.017 -0.357 1.000 -0.000 -0.393 -0.044 0.111 -0.019 0.090 -0.027 0.004 -0.238 0.003 | -| p4415_s | 0.139 -0.073 0.244 -0.264 0.261 -0.244 0.022 -0.275 -0.263 -0.245 -0.203 0.017 -0.210 -0.000 1.000 -0.261 -0.002 0.379 -0.012 0.004 -0.005 -0.002 -0.079 0.002 | -| Dbar_s | -0.651 0.634 -0.657 0.941 -0.281 0.947 -0.387 0.909 0.954 0.439 0.852 -0.108 0.856 -0.393 -0.261 1.000 -0.035 -0.352 0.055 0.069 -0.012 0.080 0.624 -0.005 | -| omega_s | 0.023 -0.071 0.019 -0.035 0.024 -0.040 0.083 -0.030 -0.038 -0.005 -0.033 -0.004 -0.029 -0.044 -0.002 -0.035 1.000 0.017 -0.010 -0.510 0.041 0.001 -0.017 -0.171 | -| p4160_s | 0.259 -0.304 0.066 -0.335 0.290 -0.365 0.094 -0.359 -0.357 -0.239 -0.334 0.023 -0.292 0.111 0.379 -0.352 0.017 1.000 -0.009 -0.065 -0.021 0.036 0.025 0.002 | -| phi_p | -0.033 0.004 -0.033 0.052 -0.007 0.056 -0.039 0.050 0.053 0.031 0.048 -0.005 0.050 -0.019 -0.012 0.055 -0.010 -0.009 1.000 -0.044 0.458 0.098 0.040 -0.001 | -| rho_s | -0.042 0.249 -0.044 0.068 -0.103 0.075 -0.167 0.058 0.070 -0.015 0.060 0.009 0.048 0.090 0.004 0.069 -0.510 -0.065 -0.044 1.000 -0.058 -0.129 0.017 -0.029 | -| phi_s | 0.013 0.054 0.001 -0.014 -0.033 -0.018 0.046 -0.011 -0.019 -0.021 -0.015 -0.003 -0.018 -0.027 -0.005 -0.012 0.041 -0.021 0.458 -0.058 1.000 0.071 -0.020 -0.003 | -| rho_p | -0.061 -0.138 -0.033 0.076 0.063 0.095 -0.131 0.070 0.087 0.077 0.078 0.003 0.085 0.004 -0.002 0.080 0.001 0.036 0.098 -0.129 0.071 1.000 0.081 0.043 | -| p4040_p | -0.300 0.363 -0.520 0.612 -0.221 0.566 -0.257 0.545 0.599 0.314 0.460 -0.074 0.529 -0.238 -0.079 0.624 -0.017 0.025 0.040 0.017 -0.020 0.081 1.000 -0.003 | -| omega_p | 0.003 -0.005 0.003 -0.005 0.003 -0.005 0.001 -0.005 -0.004 -0.002 -0.004 0.001 -0.004 0.003 0.002 -0.005 -0.171 0.002 -0.001 -0.029 -0.003 0.043 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.7148233320836868}), (, {'error': 0.09448019755083314}), (, {'error': 0.23129146957206606}), (, {'error': 0.3397826233317742}), (, {'error': 0.17109953046306675}), (, {'error': 9.390012331778278}), (, {'error': 0.013999531628489659}), (, {'error': 0.23425754545166821}), (, {'error': 0.08235761186484236}), (, {'error': 0.23304876337604497}), (, {'error': 0.05903765865239663}), (, {'error': 0.04920553504302416}), (, {'error': 0.43801589012883246}), (, {'error': 0.027825796715160278}), (, {'error': 0.19461351490331164}), (, {'error': 0.42534089482566173}), (, {'error': 1.0487281501670518}), (, {'error': 0.17505575391001438}), (, {'error': 0.17708913364304824}), (, {'error': 0.32297646618254505}), (, {'error': 0.9665299239986327}), (, {'error': 0.7276156205743778}), (, {'error': 0.38663096875410563}), (, {'error': 0.18832919390000136})]) -Toy 6/25 -Time taken: 26 min, 31 s -Projected time left: 1 h, 23 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.978E+05 | Ncalls=548 (559 total) | -| EDM = 1.69E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297784.2863798127 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.44 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -1.992 | 0.005 | | | -2 | 2 | | -| 2 | p4040_s | 1.623 | 0.010 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 4.08 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.23 | 0.04 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.48 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 1.098 | 0.022 | | | -2 | 2 | | -| 7 | p4160_p | -3.29 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.425 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 5.87 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 2.998E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 12| p3770_s | 1.002 | 0.006 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -1.955 | 0.014 | | | -2 | 2 | | -| 14| p4415_s | 0.936 | 0.013 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.205 | 0.010 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.310 | 0.031 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 1.48 | 0.05 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 0.40 | 0.12 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.107 | 0.005 | | |0.0253049| 2.0747 | | -| 20| phi_s | 15.90 | 0.03 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 1.39 | 0.08 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 6 | 10 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -1.71 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.852 0.236 -0.964 0.959 -0.910 -0.987 0.888 0.977 0.884 0.983 0.151 0.288 -0.977 0.274 0.961 -0.121 -0.949 0.733 0.173 -0.059 -0.166 0.991 0.364 | -| bplus_2 | -0.852 1.000 -0.205 0.838 -0.833 0.790 0.857 -0.772 -0.848 -0.767 -0.854 -0.131 -0.250 0.849 -0.238 -0.835 0.105 0.824 -0.636 -0.150 0.051 0.144 -0.861 -0.316 | -| p4040_s | 0.236 -0.205 1.000 -0.232 0.230 -0.218 -0.238 0.216 0.235 0.211 0.236 0.036 0.069 -0.236 0.067 0.231 -0.029 -0.227 0.176 0.042 -0.014 -0.040 0.238 0.088 | -| p3770_p | -0.964 0.838 -0.232 1.000 -0.943 0.894 0.970 -0.873 -0.960 -0.867 -0.966 -0.148 -0.284 0.961 -0.269 -0.944 0.119 0.932 -0.720 -0.170 0.058 0.163 -0.974 -0.358 | -| Ctt | 0.959 -0.833 0.230 -0.943 1.000 -0.889 -0.965 0.869 0.955 0.862 0.961 0.147 0.281 -0.956 0.268 0.939 -0.118 -0.927 0.716 0.169 -0.058 -0.162 0.968 0.356 | -| Dbar_p | -0.910 0.790 -0.218 0.894 -0.889 1.000 0.915 -0.824 -0.905 -0.817 -0.911 -0.140 -0.266 0.907 -0.254 -0.891 0.112 0.879 -0.680 -0.160 0.055 0.154 -0.918 -0.338 | -| bplus_0 | -0.987 0.857 -0.238 0.970 -0.965 0.915 1.000 -0.893 -0.982 -0.888 -0.989 -0.152 -0.289 0.983 -0.275 -0.966 0.121 0.954 -0.737 -0.174 0.059 0.167 -0.996 -0.366 | -| p4160_p | 0.888 -0.772 0.216 -0.873 0.869 -0.824 -0.893 1.000 0.884 0.799 0.891 0.137 0.261 -0.885 0.248 0.870 -0.109 -0.856 0.664 0.157 -0.054 -0.150 0.897 0.330 | -| jpsi_p | 0.977 -0.848 0.235 -0.960 0.955 -0.905 -0.982 0.884 1.000 0.879 0.979 0.150 0.286 -0.973 0.273 0.956 -0.120 -0.945 0.730 0.172 -0.059 -0.165 0.986 0.363 | -| p4415_p | 0.884 -0.767 0.211 -0.867 0.862 -0.817 -0.888 0.799 0.879 1.000 0.885 0.136 0.259 -0.881 0.236 0.865 -0.109 -0.853 0.660 0.156 -0.053 -0.149 0.891 0.328 | -| psi2s_p | 0.983 -0.854 0.236 -0.966 0.961 -0.911 -0.989 0.891 0.979 0.885 1.000 0.151 0.288 -0.980 0.275 0.963 -0.121 -0.951 0.735 0.173 -0.059 -0.166 0.993 0.365 | -| DDstar_s | 0.151 -0.131 0.036 -0.148 0.147 -0.140 -0.152 0.137 0.150 0.136 0.151 1.000 0.044 -0.150 0.042 0.148 -0.019 -0.146 0.113 0.027 -0.009 -0.025 0.152 0.056 | -| p3770_s | 0.288 -0.250 0.069 -0.284 0.281 -0.266 -0.289 0.261 0.286 0.259 0.288 0.044 1.000 -0.287 0.080 0.282 -0.035 -0.278 0.215 0.051 -0.017 -0.049 0.290 0.107 | -| bplus_1 | -0.977 0.849 -0.236 0.961 -0.956 0.907 0.983 -0.885 -0.973 -0.881 -0.980 -0.150 -0.287 1.000 -0.273 -0.957 0.120 0.946 -0.730 -0.172 0.059 0.165 -0.987 -0.363 | -| p4415_s | 0.274 -0.238 0.067 -0.269 0.268 -0.254 -0.275 0.248 0.273 0.236 0.275 0.042 0.080 -0.273 1.000 0.268 -0.034 -0.266 0.205 0.048 -0.017 -0.046 0.277 0.102 | -| Dbar_s | 0.961 -0.835 0.231 -0.944 0.939 -0.891 -0.966 0.870 0.956 0.865 0.963 0.148 0.282 -0.957 0.268 1.000 -0.118 -0.929 0.718 0.169 -0.058 -0.162 0.970 0.357 | -| omega_s | -0.121 0.105 -0.029 0.119 -0.118 0.112 0.121 -0.109 -0.120 -0.109 -0.121 -0.019 -0.035 0.120 -0.034 -0.118 1.000 0.117 -0.090 -0.021 0.007 0.020 -0.122 -0.039 | -| p4160_s | -0.949 0.824 -0.227 0.932 -0.927 0.879 0.954 -0.856 -0.945 -0.853 -0.951 -0.146 -0.278 0.946 -0.266 -0.929 0.117 1.000 -0.709 -0.167 0.057 0.160 -0.958 -0.352 | -| phi_p | 0.733 -0.636 0.176 -0.720 0.716 -0.680 -0.737 0.664 0.730 0.660 0.735 0.113 0.215 -0.730 0.205 0.718 -0.090 -0.709 1.000 0.129 -0.030 -0.124 0.740 0.274 | -| rho_s | 0.173 -0.150 0.042 -0.170 0.169 -0.160 -0.174 0.157 0.172 0.156 0.173 0.027 0.051 -0.172 0.048 0.169 -0.021 -0.167 0.129 1.000 -0.010 -0.041 0.175 0.065 | -| phi_s | -0.059 0.051 -0.014 0.058 -0.058 0.055 0.059 -0.054 -0.059 -0.053 -0.059 -0.009 -0.017 0.059 -0.017 -0.058 0.007 0.057 -0.030 -0.010 1.000 0.010 -0.060 -0.022 | -| rho_p | -0.166 0.144 -0.040 0.163 -0.162 0.154 0.167 -0.150 -0.165 -0.149 -0.166 -0.025 -0.049 0.165 -0.046 -0.162 0.020 0.160 -0.124 -0.041 0.010 1.000 -0.167 -0.060 | -| p4040_p | 0.991 -0.861 0.238 -0.974 0.968 -0.918 -0.996 0.897 0.986 0.891 0.993 0.152 0.290 -0.987 0.277 0.970 -0.122 -0.958 0.740 0.175 -0.060 -0.167 1.000 0.368 | -| omega_p | 0.364 -0.316 0.088 -0.358 0.356 -0.338 -0.366 0.330 0.363 0.328 0.365 0.056 0.107 -0.363 0.102 0.357 -0.039 -0.352 0.274 0.065 -0.022 -0.060 0.368 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15644317365564753}), (, {'error': 0.005200357523879262}), (, {'error': 0.010455725486032574}), (, {'error': 0.17407009248117067}), (, {'error': 0.036299422303658124}), (, {'error': 0.09319110983880563}), (, {'error': 0.02155714015671739}), (, {'error': 0.057898442968017605}), (, {'error': 0.031407201503030446}), (, {'error': 0.0941803559578469}), (, {'error': 0.055616932314318746}), (, {'error': 0.00014140201735235447}), (, {'error': 0.006398976246427102}), (, {'error': 0.013880827997097334}), (, {'error': 0.012864078843538684}), (, {'error': 0.0101964505982573}), (, {'error': 0.030576400656283198}), (, {'error': 0.051844106370369625}), (, {'error': 0.12303742019475594}), (, {'error': 0.004806815292992851}), (, {'error': 0.03491475066652594}), (, {'error': 0.08039120205417927}), (, {'error': 9.739527838160921}), (, {'error': 0.055700853714934606})]) -Toy 7/25 -Time taken: 29 min, 47 s -Projected time left: 1 h, 16 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1360 (1360 total) | -| EDM = 3.47E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297380.09660596814 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.09 | 0.09 | | | -2 | 2 | | -| 2 | p4040_s | 0.77 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -6.283 | 0.024 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.52 | 0.17 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 2.01 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 7 | p4160_p | -2.32 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.711 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.43 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.935 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 14| p4415_s | 1.24 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 17.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.61 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -0.22 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.222 -0.119 -0.000 -0.015 -0.103 -0.130 -0.123 -0.280 -0.214 -0.145 0.038 0.002 -0.139 0.016 0.010 -0.030 -0.047 0.002 0.105 -0.017 -0.014 -0.082 -0.017 | -| bplus_2 | 0.222 1.000 -0.043 -0.001 -0.602 0.059 0.184 -0.120 0.066 -0.247 -0.087 0.017 -0.001 -0.364 0.131 0.006 0.090 -0.092 -0.001 -0.106 0.144 -0.028 -0.092 -0.019 | -| p4040_s | -0.119 -0.043 1.000 -0.000 0.322 -0.060 -0.057 -0.494 0.004 -0.197 0.088 -0.009 -0.003 0.029 0.167 -0.008 -0.017 0.035 0.001 0.032 -0.025 0.002 -0.172 0.001 | -| p3770_p | -0.000 -0.001 -0.000 1.000 0.009 -0.009 -0.001 -0.005 -0.002 -0.002 0.009 -0.001 -0.001 0.002 0.001 -0.001 0.000 -0.000 0.000 0.000 0.000 -0.000 -0.003 -0.000 | -| Ctt | -0.015 -0.602 0.322 0.009 1.000 -0.292 -0.024 -0.303 -0.321 -0.039 0.247 -0.012 0.001 0.085 0.185 0.008 -0.038 0.229 -0.001 0.032 -0.059 0.013 -0.188 0.007 | -| Dbar_p | -0.103 0.059 -0.060 -0.009 -0.292 1.000 -0.060 0.119 0.297 -0.010 0.086 -0.004 0.004 -0.057 0.028 0.017 -0.018 -0.039 0.001 0.050 -0.017 -0.005 -0.019 -0.005 | -| bplus_0 | -0.130 0.184 -0.057 -0.001 -0.024 -0.060 1.000 0.062 -0.065 0.010 0.010 -0.007 0.001 -0.933 -0.053 0.001 0.114 -0.053 -0.011 -0.381 0.108 0.054 0.009 0.053 | -| p4160_p | -0.123 -0.120 -0.494 -0.005 -0.303 0.119 0.062 1.000 0.080 0.307 -0.129 0.039 0.002 0.017 -0.037 0.027 0.004 -0.124 -0.003 -0.035 -0.005 0.008 0.132 0.006 | -| jpsi_p | -0.280 0.066 0.004 -0.002 -0.321 0.297 -0.065 0.080 1.000 0.038 0.073 0.029 -0.001 0.061 -0.019 0.032 -0.019 -0.037 -0.006 0.019 -0.034 -0.000 0.004 -0.004 | -| p4415_p | -0.214 -0.247 -0.197 -0.002 -0.039 -0.010 0.010 0.307 0.038 1.000 -0.060 0.014 0.001 0.086 -0.147 0.012 -0.011 -0.165 -0.001 -0.010 -0.027 0.010 0.138 0.008 | -| psi2s_p | -0.145 -0.087 0.088 0.009 0.247 0.086 0.010 -0.129 0.073 -0.060 1.000 0.021 0.006 -0.010 0.059 0.030 -0.010 -0.014 -0.002 0.002 -0.019 0.004 -0.211 0.002 | -| DDstar_s | 0.038 0.017 -0.009 -0.001 -0.012 -0.004 -0.007 0.039 0.029 0.014 0.021 1.000 0.000 -0.012 -0.003 -0.000 -0.001 0.001 0.000 0.006 0.000 -0.001 0.020 -0.001 | -| p3770_s | 0.002 -0.001 -0.003 -0.001 0.001 0.004 0.001 0.002 -0.001 0.001 0.006 0.000 1.000 -0.001 -0.001 -0.000 0.000 -0.000 -0.000 -0.000 0.000 -0.000 0.002 -0.000 | -| bplus_1 | -0.139 -0.364 0.029 0.002 0.085 -0.057 -0.933 0.017 0.061 0.086 -0.010 -0.012 -0.001 1.000 -0.049 -0.001 -0.099 0.012 0.009 0.325 -0.099 -0.048 0.035 -0.047 | -| p4415_s | 0.016 0.131 0.167 0.001 0.185 0.028 -0.053 -0.037 -0.019 -0.147 0.059 -0.003 -0.001 -0.049 1.000 -0.005 -0.011 0.316 0.001 0.036 -0.009 -0.004 0.050 -0.004 | -| Dbar_s | 0.010 0.006 -0.008 -0.001 0.008 0.017 0.001 0.027 0.032 0.012 0.030 -0.000 -0.000 -0.001 -0.005 1.000 0.001 -0.002 0.000 -0.001 0.001 -0.000 0.019 0.000 | -| omega_s | -0.030 0.090 -0.017 0.000 -0.038 -0.018 0.114 0.004 -0.019 -0.011 -0.010 -0.001 0.000 -0.099 -0.011 0.001 1.000 -0.025 -0.010 -0.361 0.039 0.092 -0.006 0.461 | -| p4160_s | -0.047 -0.092 0.035 -0.000 0.229 -0.039 -0.053 -0.124 -0.037 -0.165 -0.014 0.001 -0.000 0.012 0.316 -0.002 -0.025 1.000 0.001 0.037 -0.037 0.005 0.361 0.002 | -| phi_p | 0.002 -0.001 0.001 0.000 -0.001 0.001 -0.011 -0.003 -0.006 -0.001 -0.002 0.000 -0.000 0.009 0.001 0.000 -0.010 0.001 1.000 0.020 0.383 0.006 -0.001 0.018 | -| rho_s | 0.105 -0.106 0.032 0.000 0.032 0.050 -0.381 -0.035 0.019 -0.010 0.002 0.006 -0.000 0.325 0.036 -0.001 -0.361 0.037 0.020 1.000 -0.041 -0.047 -0.009 -0.135 | -| phi_s | -0.017 0.144 -0.025 0.000 -0.059 -0.017 0.108 -0.005 -0.034 -0.027 -0.019 0.000 0.000 -0.099 -0.009 0.001 0.039 -0.037 0.383 -0.041 1.000 0.017 -0.017 0.037 | -| rho_p | -0.014 -0.028 0.002 -0.000 0.013 -0.005 0.054 0.008 -0.000 0.010 0.004 -0.001 -0.000 -0.048 -0.004 -0.000 0.092 0.005 0.006 -0.047 0.017 1.000 0.006 0.005 | -| p4040_p | -0.082 -0.092 -0.172 -0.003 -0.188 -0.019 0.009 0.132 0.004 0.138 -0.211 0.020 0.002 0.035 0.050 0.019 -0.006 0.361 -0.001 -0.009 -0.017 0.006 1.000 0.004 | -| omega_p | -0.017 -0.019 0.001 -0.000 0.007 -0.005 0.053 0.006 -0.004 0.008 0.002 -0.001 -0.000 -0.047 -0.004 0.000 0.461 0.002 0.018 -0.135 0.037 0.005 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33250876446323563}), (, {'error': 0.08636451571185999}), (, {'error': 0.17362068186658552}), (, {'error': 0.02424894714490078}), (, {'error': 0.16519428406017544}), (, {'error': 0.2938075537903053}), (, {'error': 0.03687788624960864}), (, {'error': 0.09138895010048365}), (, {'error': 0.02380601675740346}), (, {'error': 0.17561488587865814}), (, {'error': 0.02857620661783411}), (, {'error': 0.023537461429577855}), (, {'error': 0.010385892136458519}), (, {'error': 0.07042633920255281}), (, {'error': 0.19589998464718072}), (, {'error': 0.015887296375669657}), (, {'error': 0.989736114691862}), (, {'error': 0.17314608118779828}), (, {'error': 0.2411276285922428}), (, {'error': 0.35662972059104325}), (, {'error': 0.9043730629977844}), (, {'error': 0.1363514185095993}), (, {'error': 0.2296196279170366}), (, {'error': 0.27120269712927936})]) -Toy 8/25 -Time taken: 35 min, 1 -Projected time left: 1 h, 14 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=436 (436 total) | -| EDM = 3.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297279.8539007337 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.020 | 0.078 | | | -2 | 2 | | -| 2 | p4040_s | 0.96 | 0.15 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.81 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.26 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.431 | 0.016 | | | -2 | 2 | | -| 7 | p4160_p | 4.13 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.678 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -6.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.34 | 0.21 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 14| p4415_s | 0.126 | 0.019 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.297 | 0.011 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.17 | 0.15 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 5.91 | 0.24 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.027 | 0.033 | | |0.0253049| 2.0747 | | -| 20| phi_s | 15.1 | 0.5 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -3.0 | 7.4 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.96 | 0.19 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 0.43 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.381 -0.230 0.184 -0.022 -0.305 -0.038 0.002 -0.205 0.016 -0.187 0.013 0.048 0.487 -0.008 0.020 0.002 -0.191 -0.009 0.005 0.000 0.052 0.005 -0.001 | -| bplus_2 | -0.381 1.000 0.169 -0.087 0.665 -0.001 0.083 -0.014 0.243 -0.008 0.067 -0.006 -0.058 -0.448 0.012 -0.003 0.000 0.212 0.063 -0.048 -0.037 -0.150 -0.022 -0.001 | -| p4040_s | -0.230 0.169 1.000 -0.120 0.275 -0.080 0.019 -0.448 0.056 -0.004 0.015 -0.001 0.101 -0.098 -0.008 -0.013 -0.000 0.082 0.015 -0.010 -0.008 -0.036 -0.138 -0.000 | -| p3770_p | 0.184 -0.087 -0.120 1.000 -0.156 0.178 0.024 0.117 -0.096 0.004 -0.059 0.032 -0.310 0.106 0.001 0.125 -0.001 -0.065 -0.006 0.003 -0.004 0.024 0.098 -0.000 | -| Ctt | -0.022 0.665 0.275 -0.156 1.000 -0.349 -0.028 -0.315 0.314 -0.010 0.217 -0.005 -0.111 -0.182 -0.003 -0.007 -0.000 0.218 0.018 -0.018 -0.018 -0.058 -0.243 -0.000 | -| Dbar_p | -0.305 -0.001 -0.080 0.178 -0.349 1.000 0.003 -0.087 0.067 0.003 -0.130 0.006 -0.155 0.107 -0.005 0.040 0.000 -0.090 0.007 -0.005 -0.006 -0.003 -0.141 0.000 | -| bplus_0 | -0.038 0.083 0.019 0.024 -0.028 0.003 1.000 0.026 -0.064 -0.002 0.002 -0.001 0.037 -0.802 0.001 -0.000 0.004 0.028 0.011 0.010 -0.016 0.156 0.026 0.012 | -| p4160_p | 0.002 -0.014 -0.448 0.117 -0.315 -0.087 0.026 1.000 -0.070 -0.013 -0.102 0.040 -0.009 -0.098 0.014 0.075 -0.002 -0.119 -0.003 0.002 0.000 0.001 0.229 -0.001 | -| jpsi_p | -0.205 0.243 0.056 -0.096 0.314 0.067 -0.064 -0.070 1.000 -0.001 0.010 0.044 -0.048 -0.137 0.002 0.120 -0.012 0.035 -0.040 0.018 -0.002 0.051 -0.090 -0.005 | -| p4415_p | 0.016 -0.008 -0.004 0.004 -0.010 0.003 -0.002 -0.013 -0.001 1.000 -0.000 -0.001 -0.001 0.005 -0.025 -0.001 0.000 -0.012 -0.001 0.001 0.000 0.002 -0.009 0.000 | -| psi2s_p | -0.187 0.067 0.015 -0.059 0.217 -0.130 0.002 -0.102 0.010 -0.000 1.000 0.018 -0.335 -0.102 -0.001 0.058 -0.002 -0.036 -0.001 -0.000 -0.001 -0.008 -0.170 -0.001 | -| DDstar_s | 0.013 -0.006 -0.001 0.032 -0.005 0.006 -0.001 0.040 0.044 -0.001 0.018 1.000 0.019 0.013 0.001 -0.003 0.000 0.002 0.000 0.000 0.000 0.002 0.024 0.000 | -| p3770_s | 0.048 -0.058 0.101 -0.310 -0.111 -0.155 0.037 -0.009 -0.048 -0.001 -0.335 0.019 1.000 -0.003 0.000 0.053 -0.001 0.028 0.006 -0.003 -0.004 -0.007 -0.042 -0.000 | -| bplus_1 | 0.487 -0.448 -0.098 0.106 -0.182 0.107 -0.802 -0.098 -0.137 0.005 -0.102 0.013 -0.003 1.000 -0.011 0.024 -0.001 -0.108 -0.006 -0.008 0.015 -0.095 -0.072 -0.010 | -| p4415_s | -0.008 0.012 -0.008 0.001 -0.003 -0.005 0.001 0.014 0.002 -0.025 -0.001 0.001 0.000 -0.011 1.000 0.001 -0.000 -0.011 0.001 -0.000 -0.000 -0.002 0.007 -0.000 | -| Dbar_s | 0.020 -0.003 -0.013 0.125 -0.007 0.040 -0.000 0.075 0.120 -0.001 0.058 -0.003 0.053 0.024 0.001 1.000 0.000 -0.005 0.001 -0.000 -0.000 0.001 0.053 0.001 | -| omega_s | 0.002 0.000 -0.000 -0.001 -0.000 0.000 0.004 -0.002 -0.012 0.000 -0.002 0.000 -0.001 -0.001 -0.000 0.000 1.000 -0.000 -0.014 -0.005 0.009 -0.070 -0.002 0.519 | -| p4160_s | -0.191 0.212 0.082 -0.065 0.218 -0.090 0.028 -0.119 0.035 -0.012 -0.036 0.002 0.028 -0.108 -0.011 -0.005 -0.000 1.000 0.018 -0.013 -0.010 -0.042 0.326 -0.000 | -| phi_p | -0.009 0.063 0.015 -0.006 0.018 0.007 0.011 -0.003 -0.040 -0.001 -0.001 0.000 0.006 -0.006 0.001 0.001 -0.014 0.018 1.000 -0.020 0.517 -0.058 0.001 0.013 | -| rho_s | 0.005 -0.048 -0.010 0.003 -0.018 -0.005 0.010 0.002 0.018 0.001 -0.000 0.000 -0.003 -0.008 -0.000 -0.000 -0.005 -0.013 -0.020 1.000 -0.016 0.220 -0.000 0.035 | -| phi_s | 0.000 -0.037 -0.008 -0.004 -0.018 -0.006 -0.016 0.000 -0.002 0.000 -0.001 0.000 -0.004 0.015 -0.000 -0.000 0.009 -0.010 0.517 -0.016 1.000 -0.054 -0.001 0.005 | -| rho_p | 0.052 -0.150 -0.036 0.024 -0.058 -0.003 0.156 0.001 0.051 0.002 -0.008 0.002 -0.007 -0.095 -0.002 0.001 -0.070 -0.042 -0.058 0.220 -0.054 1.000 -0.005 0.252 | -| p4040_p | 0.005 -0.022 -0.138 0.098 -0.243 -0.141 0.026 0.229 -0.090 -0.009 -0.170 0.024 -0.042 -0.072 0.007 0.053 -0.002 0.326 0.001 -0.000 -0.001 -0.005 1.000 -0.001 | -| omega_p | -0.001 -0.001 -0.000 -0.000 -0.000 0.000 0.012 -0.001 -0.005 0.000 -0.001 0.000 -0.000 -0.010 -0.000 0.001 0.519 -0.000 0.013 0.035 0.005 0.252 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3849941160166521}), (, {'error': 0.07814846641795659}), (, {'error': 0.15194078808979555}), (, {'error': 0.08947108419521332}), (, {'error': 0.1968049523032509}), (, {'error': 0.32788413762941593}), (, {'error': 0.01574327658476604}), (, {'error': 0.09812864676667843}), (, {'error': 0.026104219804229167}), (, {'error': 0.11565486921862789}), (, {'error': 0.032300535591769375}), (, {'error': 0.012519938909486383}), (, {'error': 0.20532210643680404}), (, {'error': 0.03982217201672866}), (, {'error': 0.018506671175735}), (, {'error': 0.011417646778927676}), (, {'error': 0.7599600606329999}), (, {'error': 0.14717164069602973}), (, {'error': 0.2432402261576403}), (, {'error': 0.03251643763205248}), (, {'error': 0.5416802446508502}), (, {'error': 7.449723157377143}), (, {'error': 0.18569475387809664}), (, {'error': 0.21441757993794353})]) -Toy 9/25 -Time taken: 38 min, 27 s -Projected time left: 1 h, 8 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1385 (1385 total) | -| EDM = 0.00197 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296985.6330369848 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.31 | 0.11 | | | -2 | 2 | | -| 2 | p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.66 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.19 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -2.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.56 | 0.04 | | | -2 | 2 | | -| 7 | p4160_p | 4.24 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.597 | 0.030 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.30 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.01 | 0.26 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 1.06 | 0.07 | | | -2 | 2 | | -| 14| p4415_s | 1.04 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.3 | 1.5 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.43 | 0.30 | | |0.0253049| 2.0747 | | -| 20| phi_s | 19.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.61 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.70 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.258 0.100 -0.319 0.191 0.066 0.131 -0.430 -0.471 -0.169 -0.172 0.095 -0.236 0.050 0.051 -0.076 0.023 0.020 0.003 -0.058 0.017 -0.010 -0.278 0.006 | -| bplus_2 | -0.258 1.000 -0.060 0.099 -0.614 -0.085 -0.257 0.055 0.315 -0.160 -0.011 0.064 0.066 0.036 0.132 -0.130 -0.064 -0.125 0.010 0.177 0.080 -0.246 0.016 -0.029 | -| p4040_s | 0.100 -0.060 1.000 -0.167 0.284 -0.072 -0.048 -0.488 -0.127 -0.233 0.026 -0.043 0.050 -0.003 0.188 0.039 -0.005 -0.050 -0.002 0.004 -0.024 0.046 -0.251 -0.002 | -| p3770_p | -0.319 0.099 -0.167 1.000 -0.248 -0.156 -0.034 0.254 0.177 0.080 0.058 -0.006 -0.146 -0.071 -0.069 -0.324 -0.013 -0.052 0.001 0.022 -0.009 -0.001 0.171 -0.005 | -| Ctt | 0.191 -0.614 0.284 -0.248 1.000 0.525 0.152 -0.139 -0.234 0.136 0.346 0.109 0.060 0.076 0.098 0.320 0.036 0.269 -0.002 -0.097 -0.015 0.061 0.040 0.016 | -| Dbar_p | 0.066 -0.085 -0.072 -0.156 0.525 1.000 0.206 0.344 0.255 0.319 0.351 0.186 0.396 0.079 -0.150 0.373 0.043 0.087 0.002 -0.080 0.049 -0.074 0.427 0.020 | -| bplus_0 | 0.131 -0.257 -0.048 -0.034 0.152 0.206 1.000 0.042 -0.106 0.040 0.030 -0.040 0.031 -0.907 -0.084 0.140 0.128 -0.025 0.008 -0.275 0.108 -0.055 0.035 0.051 | -| p4160_p | -0.430 0.055 -0.488 0.254 -0.139 0.344 0.042 1.000 0.395 0.416 0.110 -0.044 0.242 0.021 -0.163 0.033 0.010 -0.113 0.000 -0.017 0.009 -0.022 0.323 0.006 | -| jpsi_p | -0.471 0.315 -0.127 0.177 -0.234 0.255 -0.106 0.395 1.000 0.160 0.222 -0.112 0.308 0.039 -0.103 -0.121 -0.021 -0.072 0.003 0.035 -0.024 -0.006 0.284 -0.009 | -| p4415_p | -0.169 -0.160 -0.233 0.080 0.136 0.319 0.040 0.416 0.160 1.000 0.081 -0.070 0.172 0.059 -0.204 0.137 0.016 -0.094 -0.002 -0.040 -0.014 0.034 0.266 0.008 | -| psi2s_p | -0.172 -0.011 0.026 0.058 0.346 0.351 0.030 0.110 0.222 0.081 1.000 -0.021 -0.148 0.020 -0.015 0.055 0.006 -0.016 0.000 -0.014 0.003 -0.009 0.044 0.004 | -| DDstar_s | 0.095 0.064 -0.043 -0.006 0.109 0.186 -0.040 -0.044 -0.112 -0.070 -0.021 1.000 0.043 -0.024 -0.006 0.082 -0.010 -0.019 0.000 0.023 -0.001 -0.001 -0.018 -0.005 | -| p3770_s | -0.236 0.066 0.050 -0.146 0.060 0.396 0.031 0.242 0.308 0.172 -0.148 0.043 1.000 0.002 -0.048 0.060 0.011 0.052 -0.001 -0.024 -0.004 0.001 0.233 0.006 | -| bplus_1 | 0.050 0.036 -0.003 -0.071 0.076 0.079 -0.907 0.021 0.039 0.059 0.020 -0.024 0.002 1.000 -0.046 0.041 -0.109 0.009 -0.005 0.227 -0.090 0.021 0.036 -0.043 | -| p4415_s | 0.051 0.132 0.188 -0.069 0.098 -0.150 -0.084 -0.163 -0.103 -0.204 -0.015 -0.006 -0.048 -0.046 1.000 -0.063 -0.017 0.324 -0.001 0.035 -0.014 0.014 -0.032 -0.007 | -| Dbar_s | -0.076 -0.130 0.039 -0.324 0.320 0.373 0.140 0.033 -0.121 0.137 0.055 0.082 0.060 0.041 -0.063 1.000 0.024 0.093 0.003 -0.050 0.032 -0.045 0.113 0.009 | -| omega_s | 0.023 -0.064 -0.005 -0.013 0.036 0.043 0.128 0.010 -0.021 0.016 0.006 -0.010 0.011 -0.109 -0.017 0.024 1.000 0.003 -0.003 -0.356 0.070 -0.020 0.012 0.758 | -| p4160_s | 0.020 -0.125 -0.050 -0.052 0.269 0.087 -0.025 -0.113 -0.072 -0.094 -0.016 -0.019 0.052 0.009 0.324 0.093 0.003 1.000 -0.003 -0.018 -0.033 0.067 0.306 0.002 | -| phi_p | 0.003 0.010 -0.002 0.001 -0.002 0.002 0.008 0.000 0.003 -0.002 0.000 0.000 -0.001 -0.005 -0.001 0.003 -0.003 -0.003 1.000 -0.001 -0.334 -0.048 -0.001 -0.011 | -| rho_s | -0.058 0.177 0.004 0.022 -0.097 -0.080 -0.275 -0.017 0.035 -0.040 -0.014 0.023 -0.024 0.227 0.035 -0.050 -0.356 -0.018 -0.001 1.000 -0.054 0.104 -0.026 -0.034 | -| phi_s | 0.017 0.080 -0.024 -0.009 -0.015 0.049 0.108 0.009 -0.024 -0.014 0.003 -0.001 -0.004 -0.090 -0.014 0.032 0.070 -0.033 -0.334 -0.054 1.000 0.027 -0.001 0.044 | -| rho_p | -0.010 -0.246 0.046 -0.001 0.061 -0.074 -0.055 -0.022 -0.006 0.034 -0.009 -0.001 0.001 0.021 0.014 -0.045 -0.020 0.067 -0.048 0.104 0.027 1.000 -0.001 -0.102 | -| p4040_p | -0.278 0.016 -0.251 0.171 0.040 0.427 0.035 0.323 0.284 0.266 0.044 -0.018 0.233 0.036 -0.032 0.113 0.012 0.306 -0.001 -0.026 -0.001 -0.001 1.000 0.007 | -| omega_p | 0.006 -0.029 -0.002 -0.005 0.016 0.020 0.051 0.006 -0.009 0.008 0.004 -0.005 0.006 -0.043 -0.007 0.009 0.758 0.002 -0.011 -0.034 0.044 -0.102 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.40784796980693905}), (, {'error': 0.1095761456352371}), (, {'error': 0.17693437467971818}), (, {'error': 0.11127676456678692}), (, {'error': 0.20809752945958226}), (, {'error': 0.6045327637132392}), (, {'error': 0.040917826640847865}), (, {'error': 0.11929889066770993}), (, {'error': 0.029827150962002946}), (, {'error': 0.21637419996871254}), (, {'error': 0.03393337246651296}), (, {'error': 0.40210220915206296}), (, {'error': 0.2587526752814795}), (, {'error': 0.07411891128717141}), (, {'error': 0.1996634471000578}), (, {'error': 0.3867376586022565}), (, {'error': 1.4810369661446052}), (, {'error': 0.17112771214126132}), (, {'error': 0.22870963355042484}), (, {'error': 0.2995042541091052}), (, {'error': 0.8846526401603132}), (, {'error': 0.26400352487474343}), (, {'error': 0.18436420211533466}), (, {'error': 0.34753396902916256})]) -Toy 10/25 -Time taken: 43 min, 53 s -Projected time left: 1 h, 5 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1435 (1435 total) | -| EDM = 0.00056 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297222.83338698506 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.33 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.70 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.03 | 0.22 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.415 | 0.032 | | | -2 | 2 | | -| 7 | p4160_p | 4.20 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.674 | 0.025 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.98 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.880 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.94 | 0.21 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 14| p4415_s | 0.82 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.4 | 1.6 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.05 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -5.52 | 0.15 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 21.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 4.04 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.242 -0.166 0.250 -0.045 -0.165 -0.014 0.112 0.091 -0.104 -0.032 0.044 0.108 -0.233 -0.024 -0.001 -0.004 -0.089 -0.006 0.063 -0.011 0.002 0.061 0.014 | -| bplus_2 | 0.242 1.000 -0.148 0.120 -0.695 0.093 -0.111 0.040 -0.199 -0.219 -0.029 0.004 0.059 -0.104 0.093 0.000 0.035 -0.156 0.008 -0.020 0.105 0.136 0.044 0.002 | -| p4040_s | -0.166 -0.148 1.000 -0.185 0.385 -0.106 -0.061 -0.542 -0.002 -0.152 0.031 -0.002 0.075 0.067 0.217 -0.006 -0.011 0.132 -0.007 0.041 -0.042 -0.029 -0.239 0.009 | -| p3770_p | 0.250 0.120 -0.185 1.000 -0.280 0.322 0.065 0.179 0.035 -0.007 -0.074 0.046 -0.214 -0.169 -0.077 0.054 -0.002 -0.099 0.002 -0.009 0.009 0.007 0.125 -0.006 | -| Ctt | -0.045 -0.695 0.385 -0.280 1.000 -0.357 0.001 -0.342 0.264 0.059 0.222 -0.007 -0.091 0.123 0.192 -0.001 -0.017 0.299 0.001 0.031 -0.055 -0.055 -0.259 0.007 | -| Dbar_p | -0.165 0.093 -0.106 0.322 -0.357 1.000 -0.036 -0.044 0.163 -0.125 -0.103 0.006 -0.067 -0.107 0.050 0.031 -0.008 -0.081 -0.006 0.054 -0.029 -0.015 -0.110 0.012 | -| bplus_0 | -0.014 -0.111 -0.061 0.065 0.001 -0.036 1.000 -0.009 0.129 -0.060 -0.032 0.004 -0.012 -0.929 -0.005 0.001 0.034 -0.051 0.055 -0.404 0.199 -0.001 -0.030 -0.101 | -| p4160_p | 0.112 0.040 -0.542 0.179 -0.342 -0.044 -0.009 1.000 -0.065 0.259 -0.165 0.050 -0.021 0.033 -0.109 0.028 -0.002 -0.178 -0.002 -0.008 0.001 0.005 0.252 -0.005 | -| jpsi_p | 0.091 -0.199 -0.002 0.035 0.264 0.163 0.129 -0.065 1.000 -0.019 -0.036 0.071 -0.037 -0.110 -0.001 0.056 -0.012 -0.006 0.005 -0.051 0.038 0.041 -0.104 -0.031 | -| p4415_p | -0.104 -0.219 -0.152 -0.007 0.059 -0.125 -0.060 0.259 -0.019 1.000 -0.077 0.020 -0.017 0.136 -0.151 0.008 -0.011 -0.130 -0.007 0.027 -0.039 -0.028 0.142 0.004 | -| psi2s_p | -0.032 -0.029 0.031 -0.074 0.222 -0.103 -0.032 -0.165 -0.036 -0.077 1.000 0.037 -0.348 0.032 0.048 0.034 -0.008 -0.033 -0.006 0.017 -0.016 -0.004 -0.226 -0.001 | -| DDstar_s | 0.044 0.004 -0.002 0.046 -0.007 0.006 0.004 0.050 0.071 0.020 0.037 1.000 0.026 -0.010 -0.004 -0.002 0.001 0.003 0.001 -0.000 0.001 0.000 0.028 0.001 | -| p3770_s | 0.108 0.059 0.075 -0.214 -0.091 -0.067 -0.012 -0.021 -0.037 -0.017 -0.348 0.026 1.000 -0.031 0.015 0.022 -0.007 0.013 -0.004 0.012 -0.018 -0.010 -0.050 -0.000 | -| bplus_1 | -0.233 -0.104 0.067 -0.169 0.123 -0.107 -0.929 0.033 -0.110 0.136 0.032 -0.010 -0.031 1.000 -0.085 -0.005 -0.029 0.039 -0.044 0.341 -0.175 0.007 0.048 0.087 | -| p4415_s | -0.024 0.093 0.217 -0.077 0.192 0.050 -0.005 -0.109 -0.001 -0.151 0.048 -0.004 0.015 -0.085 1.000 -0.001 -0.002 0.334 -0.003 0.021 -0.009 -0.003 -0.031 0.005 | -| Dbar_s | -0.001 0.000 -0.006 0.054 -0.001 0.031 0.001 0.028 0.056 0.008 0.034 -0.002 0.022 -0.005 -0.001 1.000 0.000 -0.001 0.001 0.000 -0.000 -0.001 0.018 0.001 | -| omega_s | -0.004 0.035 -0.011 -0.002 -0.017 -0.008 0.034 -0.002 -0.012 -0.011 -0.008 0.001 -0.007 -0.029 -0.002 0.000 1.000 -0.013 -0.066 -0.014 0.027 -0.008 -0.003 0.802 | -| p4160_s | -0.089 -0.156 0.132 -0.099 0.299 -0.081 -0.051 -0.178 -0.006 -0.130 -0.033 0.003 0.013 0.039 0.334 -0.001 -0.013 1.000 -0.008 0.044 -0.048 -0.035 0.278 0.009 | -| phi_p | -0.006 0.008 -0.007 0.002 0.001 -0.006 0.055 -0.002 0.005 -0.007 -0.006 0.001 -0.004 -0.044 -0.003 0.001 -0.066 -0.008 1.000 -0.078 0.492 0.145 -0.004 -0.061 | -| rho_s | 0.063 -0.020 0.041 -0.009 0.031 0.054 -0.404 -0.008 -0.051 0.027 0.017 -0.000 0.012 0.341 0.021 0.000 -0.014 0.044 -0.078 1.000 -0.159 -0.247 0.003 0.323 | -| phi_s | -0.011 0.105 -0.042 0.009 -0.055 -0.029 0.199 0.001 0.038 -0.039 -0.016 0.001 -0.018 -0.175 -0.009 -0.000 0.027 -0.048 0.492 -0.159 1.000 0.085 -0.008 -0.018 | -| rho_p | 0.002 0.136 -0.029 0.007 -0.055 -0.015 -0.001 0.005 0.041 -0.028 -0.004 0.000 -0.010 0.007 -0.003 -0.001 -0.008 -0.035 0.145 -0.247 0.085 1.000 -0.000 0.002 | -| p4040_p | 0.061 0.044 -0.239 0.125 -0.259 -0.110 -0.030 0.252 -0.104 0.142 -0.226 0.028 -0.050 0.048 -0.031 0.018 -0.003 0.278 -0.004 0.003 -0.008 -0.000 1.000 -0.002 | -| omega_p | 0.014 0.002 0.009 -0.006 0.007 0.012 -0.101 -0.005 -0.031 0.004 -0.001 0.001 -0.000 0.087 0.005 0.001 0.802 0.009 -0.061 0.323 -0.018 0.002 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.32330035371800214}), (, {'error': 0.08208095208242439}), (, {'error': 0.18044840361521725}), (, {'error': 0.08651055307537003}), (, {'error': 0.21906724748321393}), (, {'error': 0.33216641890334486}), (, {'error': 0.03153903984409412}), (, {'error': 0.10610940548783354}), (, {'error': 0.024616295811404232}), (, {'error': 0.2546085055629437}), (, {'error': 0.03040481550802898}), (, {'error': 0.028910444700008475}), (, {'error': 0.20859353541173897}), (, {'error': 0.06010090257173184}), (, {'error': 0.2001514939223762}), (, {'error': 0.022266080771352448}), (, {'error': 1.5841783393694335}), (, {'error': 0.1756797575672363}), (, {'error': 0.1472747721377461}), (, {'error': 0.3925183946040628}), (, {'error': 0.9923096117843748}), (, {'error': 0.5013003356057508}), (, {'error': 0.2631168473068666}), (, {'error': 0.3638714621132233})]) -Toy 11/25 -Time taken: 49 min, 30 s -Projected time left: 1 h, 3 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1340 (1340 total) | -| EDM = 0.00032 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297167.28067464434 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.31 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.90 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.73 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.51 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 7 | p4160_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.594 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.20 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.893 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.43 | 0.23 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 14| p4415_s | 1.55 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 1.00 | 0.13 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 20| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 5.83 | 0.28 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.90 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.280 -0.156 0.193 -0.061 -0.158 -0.065 0.073 -0.009 -0.127 -0.089 0.051 0.107 -0.227 -0.013 0.008 -0.044 -0.080 0.004 0.095 -0.018 -0.005 0.004 0.004 | -| bplus_2 | 0.280 1.000 -0.115 0.087 -0.660 0.056 -0.178 0.007 -0.147 -0.224 -0.041 0.012 0.054 -0.046 0.064 0.002 -0.064 -0.156 0.081 0.122 0.121 -0.258 -0.005 0.007 | -| p4040_s | -0.156 -0.115 1.000 -0.167 0.361 -0.069 -0.041 -0.531 -0.009 -0.201 0.025 -0.005 0.104 0.039 0.164 -0.005 -0.005 0.021 -0.015 0.010 -0.039 0.049 -0.205 0.000 | -| p3770_p | 0.193 0.087 -0.167 1.000 -0.252 0.351 0.043 0.196 0.070 0.041 0.007 0.036 -0.208 -0.137 -0.059 0.038 -0.004 -0.062 0.005 0.004 0.008 -0.011 0.133 0.001 | -| Ctt | -0.061 -0.660 0.361 -0.252 1.000 -0.316 0.022 -0.359 0.198 -0.025 0.216 -0.010 -0.127 0.090 0.208 0.002 0.007 0.264 -0.027 -0.024 -0.061 0.102 -0.223 -0.001 | -| Dbar_p | -0.158 0.056 -0.069 0.351 -0.316 1.000 -0.037 0.047 0.289 -0.053 0.021 -0.003 -0.009 -0.088 0.035 0.026 -0.019 -0.067 -0.002 0.040 -0.026 0.026 -0.060 0.001 | -| bplus_0 | -0.065 -0.178 -0.041 0.043 0.022 -0.037 1.000 0.001 0.093 -0.029 -0.021 0.001 -0.014 -0.920 -0.022 0.002 0.209 -0.037 -0.014 -0.417 0.164 0.022 -0.030 -0.017 | -| p4160_p | 0.073 0.007 -0.531 0.196 -0.359 0.047 0.001 1.000 -0.036 0.287 -0.149 0.052 -0.035 0.022 -0.056 0.034 0.002 -0.137 -0.001 -0.006 -0.000 -0.003 0.139 -0.000 | -| jpsi_p | -0.009 -0.147 -0.009 0.070 0.198 0.289 0.093 -0.036 1.000 -0.018 -0.008 0.063 -0.047 -0.074 -0.006 0.052 -0.010 -0.028 0.021 -0.005 0.042 -0.076 -0.095 0.002 | -| p4415_p | -0.127 -0.224 -0.201 0.041 -0.025 -0.053 -0.029 0.287 -0.018 1.000 -0.088 0.031 -0.023 0.116 -0.136 0.018 0.004 -0.149 -0.018 -0.010 -0.037 0.051 0.130 -0.001 | -| psi2s_p | -0.089 -0.041 0.025 0.007 0.216 0.021 -0.021 -0.149 -0.008 -0.088 1.000 0.026 -0.444 0.024 0.029 0.031 -0.006 -0.059 -0.004 0.010 -0.012 0.007 -0.223 0.001 | -| DDstar_s | 0.051 0.012 -0.005 0.036 -0.010 -0.003 0.001 0.052 0.063 0.031 0.026 1.000 0.033 -0.014 -0.003 -0.001 -0.001 0.003 0.002 0.003 0.001 -0.001 0.030 0.000 | -| p3770_s | 0.107 0.054 0.104 -0.208 -0.127 -0.009 -0.014 -0.035 -0.047 -0.023 -0.444 0.033 1.000 -0.047 0.027 0.032 -0.004 0.017 -0.011 0.007 -0.027 0.030 -0.062 0.000 | -| bplus_1 | -0.227 -0.046 0.039 -0.137 0.090 -0.088 -0.920 0.022 -0.074 0.116 0.024 -0.014 -0.047 1.000 -0.069 -0.004 -0.181 0.023 0.018 0.349 -0.141 -0.034 0.049 0.015 | -| p4415_s | -0.013 0.064 0.164 -0.059 0.208 0.035 -0.022 -0.056 -0.006 -0.136 0.029 -0.003 0.027 -0.069 1.000 -0.002 -0.011 0.315 -0.006 0.023 -0.021 0.020 0.031 0.001 | -| Dbar_s | 0.008 0.002 -0.005 0.038 0.002 0.026 0.002 0.034 0.052 0.018 0.031 -0.001 0.032 -0.004 -0.002 1.000 0.000 0.000 0.001 -0.001 0.001 0.000 0.024 -0.000 | -| omega_s | -0.044 -0.064 -0.005 -0.004 0.007 -0.019 0.209 0.002 -0.010 0.004 -0.006 -0.001 -0.004 -0.181 -0.011 0.000 1.000 -0.004 -0.113 -0.466 0.012 0.223 -0.002 -0.153 | -| p4160_s | -0.080 -0.156 0.021 -0.062 0.264 -0.067 -0.037 -0.137 -0.028 -0.149 -0.059 0.003 0.017 0.023 0.315 0.000 -0.004 1.000 -0.022 0.008 -0.053 0.070 0.323 -0.000 | -| phi_p | 0.004 0.081 -0.015 0.005 -0.027 -0.002 -0.014 -0.001 0.021 -0.018 -0.004 0.002 -0.011 0.018 -0.006 0.001 -0.113 -0.022 1.000 0.105 0.424 -0.244 -0.008 0.012 | -| rho_s | 0.095 0.122 0.010 0.004 -0.024 0.040 -0.417 -0.006 -0.005 -0.010 0.010 0.003 0.007 0.349 0.023 -0.001 -0.466 0.008 0.105 1.000 -0.080 0.122 0.002 0.035 | -| phi_s | -0.018 0.121 -0.039 0.008 -0.061 -0.026 0.164 -0.000 0.042 -0.037 -0.012 0.001 -0.027 -0.141 -0.021 0.001 0.012 -0.053 0.424 -0.080 1.000 -0.146 -0.017 -0.004 | -| rho_p | -0.005 -0.258 0.049 -0.011 0.102 0.026 0.022 -0.003 -0.076 0.051 0.007 -0.001 0.030 -0.034 0.020 0.000 0.223 0.070 -0.244 0.122 -0.146 1.000 0.015 0.030 | -| p4040_p | 0.004 -0.005 -0.205 0.133 -0.223 -0.060 -0.030 0.139 -0.095 0.130 -0.223 0.030 -0.062 0.049 0.031 0.024 -0.002 0.323 -0.008 0.002 -0.017 0.015 1.000 0.000 | -| omega_p | 0.004 0.007 0.000 0.001 -0.001 0.001 -0.017 -0.000 0.002 -0.001 0.001 0.000 0.000 0.015 0.001 -0.000 -0.153 -0.000 0.012 0.035 -0.004 0.030 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.356777881756301}), (, {'error': 0.0846745332198926}), (, {'error': 0.1782520714932394}), (, {'error': 0.09678577302194658}), (, {'error': 0.20226572379840846}), (, {'error': 0.3311883762029977}), (, {'error': 0.03279692230515385}), (, {'error': 0.09559549281214474}), (, {'error': 0.02439297176789701}), (, {'error': 0.14171876889421942}), (, {'error': 0.03091044443917834}), (, {'error': 0.027955445521277295}), (, {'error': 0.23097883937230357}), (, {'error': 0.061158745853303165}), (, {'error': 0.19661151937145893}), (, {'error': 0.02182894637578403}), (, {'error': 1.0056205841210217}), (, {'error': 0.1738712718352733}), (, {'error': 0.13498874867677868}), (, {'error': 0.3436386609804528}), (, {'error': 0.9625999326333261}), (, {'error': 0.27729150204024133}), (, {'error': 0.20049158565351632}), (, {'error': 0.5941703592880154})]) -Toy 12/25 -Time taken: 54 min, 55 s -Projected time left: 59 min, 22 s -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1493 (1493 total) | -| EDM = 0.00657 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297112.07753879257 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.67 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 2 | p4040_s | 0.75 | 0.16 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.35 | 0.17 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 5.05 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 7 | p4160_p | 4.25 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.660 | 0.023 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.41 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.904 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.98 | 0.22 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.76 | 0.05 | | | -2 | 2 | | -| 14| p4415_s | 1.05 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 16| omega_s | 9.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.24 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -0.56 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 17.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 4.06 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -5.78 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.379 -0.113 0.109 -0.167 -0.111 -0.454 0.007 -0.086 -0.140 -0.059 0.032 0.054 0.288 0.041 0.005 -0.016 -0.070 0.015 0.284 -0.038 -0.122 0.010 0.143 | -| bplus_2 | 0.379 1.000 -0.003 0.012 -0.677 0.108 -0.742 -0.118 -0.212 -0.216 0.019 0.010 0.043 0.635 0.246 0.003 -0.023 -0.061 0.003 0.425 0.015 -0.356 -0.055 0.204 | -| p4040_s | -0.113 -0.003 1.000 -0.085 0.223 -0.061 -0.056 -0.468 -0.037 -0.138 -0.034 0.003 0.111 0.036 0.187 -0.001 -0.002 0.050 0.007 0.027 -0.020 0.023 -0.174 0.016 | -| p3770_p | 0.109 0.012 -0.085 1.000 -0.163 0.219 -0.014 0.143 0.009 0.033 -0.028 0.026 -0.230 -0.015 -0.065 0.032 -0.002 -0.031 -0.003 0.015 -0.003 -0.015 0.130 0.007 | -| Ctt | -0.167 -0.677 0.223 -0.163 1.000 -0.299 0.464 -0.219 0.273 0.075 0.169 -0.009 -0.107 -0.408 0.061 0.002 0.013 0.187 -0.013 -0.251 0.000 0.170 -0.191 -0.120 | -| Dbar_p | -0.111 0.108 -0.061 0.219 -0.299 1.000 -0.201 -0.029 0.166 -0.086 -0.006 -0.000 -0.054 0.110 0.073 0.020 -0.007 -0.046 0.011 0.127 -0.029 -0.029 -0.082 0.067 | -| bplus_0 | -0.454 -0.742 -0.056 -0.014 0.464 -0.201 1.000 0.116 0.215 0.141 -0.030 -0.012 -0.062 -0.957 -0.239 -0.003 0.030 -0.022 -0.035 -0.551 0.066 0.253 0.051 -0.277 | -| p4160_p | 0.007 -0.118 -0.468 0.143 -0.219 -0.029 0.116 1.000 -0.012 0.257 -0.126 0.041 -0.055 -0.077 -0.089 0.027 0.003 -0.108 -0.004 -0.071 0.004 0.038 0.185 -0.036 | -| jpsi_p | -0.086 -0.212 -0.037 0.009 0.273 0.166 0.215 -0.012 1.000 0.010 -0.035 0.051 -0.058 -0.185 -0.056 0.042 -0.003 -0.029 -0.030 -0.084 0.030 -0.042 -0.055 -0.051 | -| p4415_p | -0.140 -0.216 -0.138 0.033 0.075 -0.086 0.141 0.257 0.010 1.000 -0.075 0.018 -0.013 -0.104 -0.143 0.010 0.004 -0.093 0.000 -0.087 -0.009 0.081 0.141 -0.041 | -| psi2s_p | -0.059 0.019 -0.034 -0.028 0.169 -0.006 -0.030 -0.126 -0.035 -0.075 1.000 0.026 -0.405 0.026 0.042 0.027 -0.003 -0.060 -0.000 0.019 -0.005 -0.007 -0.183 0.009 | -| DDstar_s | 0.032 0.010 0.003 0.026 -0.009 -0.000 -0.012 0.041 0.051 0.018 0.026 1.000 0.027 0.007 -0.002 -0.002 -0.000 0.003 0.001 0.008 -0.001 -0.004 0.021 0.004 | -| p3770_s | 0.054 0.043 0.111 -0.230 -0.107 -0.054 -0.062 -0.055 -0.058 -0.013 -0.405 0.027 1.000 0.038 0.034 0.026 -0.003 0.027 0.004 0.028 -0.020 0.012 -0.090 0.016 | -| bplus_1 | 0.288 0.635 0.036 -0.015 -0.408 0.110 -0.957 -0.077 -0.185 -0.104 0.026 0.007 0.038 1.000 0.164 0.002 -0.029 -0.005 0.028 0.512 -0.058 -0.259 -0.025 0.259 | -| p4415_s | 0.041 0.246 0.187 -0.065 0.061 0.073 -0.239 -0.089 -0.056 -0.143 0.042 -0.002 0.034 0.164 1.000 -0.002 -0.008 0.295 0.008 0.140 -0.017 -0.067 -0.018 0.071 | -| Dbar_s | 0.005 0.003 -0.001 0.032 0.002 0.020 -0.003 0.027 0.042 0.010 0.027 -0.002 0.026 0.002 -0.002 1.000 0.000 -0.000 0.001 0.001 -0.000 -0.000 0.017 0.001 | -| omega_s | -0.016 -0.023 -0.002 -0.002 0.013 -0.007 0.030 0.003 -0.003 0.004 -0.003 -0.000 -0.003 -0.029 -0.008 0.000 1.000 -0.001 -0.020 -0.037 0.008 0.030 0.001 0.414 | -| p4160_s | -0.070 -0.061 0.050 -0.031 0.187 -0.046 -0.022 -0.108 -0.029 -0.093 -0.060 0.003 0.027 -0.005 0.295 -0.000 -0.001 1.000 0.007 0.009 -0.024 0.043 0.310 0.008 | -| phi_p | 0.015 0.003 0.007 -0.003 -0.013 0.011 -0.035 -0.004 -0.030 0.000 -0.000 0.001 0.004 0.028 0.008 0.001 -0.020 0.007 1.000 0.017 0.443 0.063 -0.001 0.004 | -| rho_s | 0.284 0.425 0.027 0.015 -0.251 0.127 -0.551 -0.071 -0.084 -0.087 0.019 0.008 0.028 0.512 0.140 0.001 -0.037 0.009 0.017 1.000 -0.030 -0.082 -0.036 0.538 | -| phi_s | -0.038 0.015 -0.020 -0.003 0.000 -0.029 0.066 0.004 0.030 -0.009 -0.005 -0.001 -0.020 -0.058 -0.017 -0.000 0.008 -0.024 0.443 -0.030 1.000 0.090 -0.002 -0.033 | -| rho_p | -0.122 -0.356 0.023 -0.015 0.170 -0.029 0.253 0.038 -0.042 0.081 -0.007 -0.004 0.012 -0.259 -0.067 -0.000 0.030 0.043 0.063 -0.082 0.090 1.000 0.026 -0.148 | -| p4040_p | 0.010 -0.055 -0.174 0.130 -0.191 -0.082 0.051 0.185 -0.055 0.141 -0.183 0.021 -0.090 -0.025 -0.018 0.017 0.001 0.310 -0.001 -0.036 -0.002 0.026 1.000 -0.018 | -| omega_p | 0.143 0.204 0.016 0.007 -0.120 0.067 -0.277 -0.036 -0.051 -0.041 0.009 0.004 0.016 0.259 0.071 0.001 0.414 0.008 0.004 0.538 -0.033 -0.148 -0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26037444030010626}), (, {'error': 0.08875177053206418}), (, {'error': 0.16020408389725221}), (, {'error': 0.09549959751675408}), (, {'error': 0.1731397920121872}), (, {'error': 0.2560006853810082}), (, {'error': 0.03247367051208938}), (, {'error': 0.08923259963705021}), (, {'error': 0.02281508647165964}), (, {'error': 0.1900749639884589}), (, {'error': 0.0287494871919014}), (, {'error': 0.024532253764384282}), (, {'error': 0.2212931903447628}), (, {'error': 0.04898010943348807}), (, {'error': 0.18966749050324794}), (, {'error': 0.01853380041699232}), (, {'error': 0.9338906611698405}), (, {'error': 0.15903916271284224}), (, {'error': 0.16877416668255352}), (, {'error': 0.37061043684317807}), (, {'error': 0.9395301968138448}), (, {'error': 0.8725787518085943}), (, {'error': 0.22692017463703085}), (, {'error': 0.22656361051861085})]) -Toy 13/25 -Time taken: 1 h, 47 s -Projected time left: 56 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1751 (1751 total) | -| EDM = 0.000119 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297369.2229660423 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.25 | 0.10 | | | -2 | 2 | | -| 2 | p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.69 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.56 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 7 | p4160_p | -2.14 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.657 | 0.025 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.12 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.875 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.62 | 0.23 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.80 | 0.07 | | | -2 | 2 | | -| 14| p4415_s | 1.40 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.47 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -6.3 | 1.5 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.8 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 17.5 | 1.5 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.83 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -5.4 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.261 -0.131 0.190 -0.053 -0.154 -0.125 0.071 0.024 -0.121 -0.073 0.059 0.106 -0.161 -0.002 0.008 -0.009 -0.063 -0.017 0.033 -0.028 -0.073 0.011 0.049 | -| bplus_2 | 0.261 1.000 -0.134 0.091 -0.677 0.053 -0.215 0.006 -0.075 -0.238 -0.031 0.013 0.036 0.016 0.066 0.003 0.033 -0.175 -0.096 -0.217 -0.064 -0.465 -0.005 0.028 | -| p4040_s | -0.131 -0.134 1.000 -0.166 0.372 -0.065 -0.021 -0.538 -0.014 -0.189 0.034 -0.005 0.110 0.013 0.170 -0.007 -0.011 0.088 0.017 0.057 0.004 0.080 -0.210 0.011 | -| p3770_p | 0.190 0.091 -0.166 1.000 -0.260 0.408 0.011 0.211 0.123 0.034 0.024 0.040 -0.212 -0.118 -0.053 0.045 0.002 -0.074 -0.011 -0.007 -0.011 -0.028 0.144 0.005 | -| Ctt | -0.053 -0.677 0.372 -0.260 1.000 -0.320 0.069 -0.347 0.150 0.014 0.196 -0.013 -0.117 0.043 0.196 0.003 -0.019 0.306 0.037 0.097 0.019 0.193 -0.220 0.000 | -| Dbar_p | -0.154 0.053 -0.065 0.408 -0.320 1.000 -0.059 0.085 0.339 -0.044 0.053 -0.005 0.023 -0.075 0.040 0.032 -0.011 -0.051 0.005 0.048 -0.009 0.019 -0.019 0.027 | -| bplus_0 | -0.125 -0.215 -0.021 0.011 0.069 -0.059 1.000 -0.003 0.052 0.000 -0.022 -0.001 -0.019 -0.921 -0.034 0.002 0.052 -0.018 0.040 -0.147 0.119 0.235 -0.025 -0.212 | -| p4160_p | 0.071 0.006 -0.538 0.211 -0.347 0.085 -0.003 1.000 -0.019 0.264 -0.154 0.068 -0.036 0.014 -0.043 0.046 0.003 -0.183 -0.004 -0.000 -0.005 0.004 0.151 -0.003 | -| jpsi_p | 0.024 -0.075 -0.014 0.123 0.150 0.339 0.052 -0.019 1.000 -0.028 0.008 0.073 -0.029 -0.058 -0.002 0.060 0.028 -0.031 -0.061 -0.100 -0.047 -0.150 -0.086 -0.015 | -| p4415_p | -0.121 -0.238 -0.189 0.034 0.014 -0.044 0.000 0.264 -0.028 1.000 -0.090 0.035 -0.024 0.077 -0.126 0.022 -0.008 -0.164 0.019 0.053 0.007 0.101 0.114 -0.001 | -| psi2s_p | -0.073 -0.031 0.034 0.024 0.196 0.053 -0.022 -0.154 0.008 -0.090 1.000 0.032 -0.425 0.014 0.036 0.039 -0.000 -0.042 -0.004 0.009 -0.009 0.002 -0.228 0.005 | -| DDstar_s | 0.059 0.013 -0.005 0.040 -0.013 -0.005 -0.001 0.068 0.073 0.035 0.032 1.000 0.038 -0.011 -0.004 -0.002 -0.000 0.003 -0.000 0.000 -0.001 -0.003 0.043 0.002 | -| p3770_s | 0.106 0.036 0.110 -0.212 -0.117 0.023 -0.019 -0.036 -0.029 -0.024 -0.425 0.038 1.000 -0.047 0.032 0.039 -0.005 0.029 0.005 0.035 -0.005 0.042 -0.063 0.008 | -| bplus_1 | -0.161 0.016 0.013 -0.118 0.043 -0.075 -0.921 0.014 -0.058 0.077 0.014 -0.011 -0.047 1.000 -0.061 -0.003 -0.044 -0.010 -0.040 0.109 -0.110 -0.221 0.031 0.184 | -| p4415_s | -0.002 0.066 0.170 -0.053 0.196 0.040 -0.034 -0.043 -0.002 -0.126 0.036 -0.004 0.032 -0.061 1.000 -0.004 -0.007 0.316 0.003 0.028 -0.005 0.011 0.031 0.016 | -| Dbar_s | 0.008 0.003 -0.007 0.045 0.003 0.032 0.002 0.046 0.060 0.022 0.039 -0.002 0.039 -0.003 -0.004 1.000 -0.000 -0.001 0.001 -0.000 0.001 0.001 0.036 -0.000 | -| omega_s | -0.009 0.033 -0.011 0.002 -0.019 -0.011 0.052 0.003 0.028 -0.008 -0.000 -0.000 -0.005 -0.044 -0.007 -0.000 1.000 -0.015 -0.012 -0.259 -0.024 -0.074 -0.002 -0.658 | -| p4160_s | -0.063 -0.175 0.088 -0.074 0.306 -0.051 -0.018 -0.183 -0.031 -0.164 -0.042 0.003 0.029 -0.010 0.316 -0.001 -0.015 1.000 0.024 0.079 0.006 0.114 0.299 0.014 | -| phi_p | -0.017 -0.096 0.017 -0.011 0.037 0.005 0.040 -0.004 -0.061 0.019 -0.004 -0.000 0.005 -0.040 0.003 0.001 -0.012 0.024 1.000 0.138 0.824 0.247 0.002 0.006 | -| rho_s | 0.033 -0.217 0.057 -0.007 0.097 0.048 -0.147 -0.000 -0.100 0.053 0.009 0.000 0.035 0.109 0.028 -0.000 -0.259 0.079 0.138 1.000 0.145 0.523 0.019 0.469 | -| phi_s | -0.028 -0.064 0.004 -0.011 0.019 -0.009 0.119 -0.005 -0.047 0.007 -0.009 -0.001 -0.005 -0.110 -0.005 0.001 -0.024 0.006 0.824 0.145 1.000 0.292 -0.004 -0.016 | -| rho_p | -0.073 -0.465 0.080 -0.028 0.193 0.019 0.235 0.004 -0.150 0.101 0.002 -0.003 0.042 -0.221 0.011 0.001 -0.074 0.114 0.247 0.523 0.292 1.000 0.026 -0.122 | -| p4040_p | 0.011 -0.005 -0.210 0.144 -0.220 -0.019 -0.025 0.151 -0.086 0.114 -0.228 0.043 -0.063 0.031 0.031 0.036 -0.002 0.299 0.002 0.019 -0.004 0.026 1.000 0.003 | -| omega_p | 0.049 0.028 0.011 0.005 0.000 0.027 -0.212 -0.003 -0.015 -0.001 0.005 0.002 0.008 0.184 0.016 -0.000 -0.658 0.014 0.006 0.469 -0.016 -0.122 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35632266202739293}), (, {'error': 0.09971304889270227}), (, {'error': 0.17834967515003652}), (, {'error': 0.09705273510187684}), (, {'error': 0.20953294711022286}), (, {'error': 0.35956120715156237}), (, {'error': 0.037264996153550944}), (, {'error': 0.08978020457551983}), (, {'error': 0.02537988269032443}), (, {'error': 0.15685620896380037}), (, {'error': 0.030919778894491046}), (, {'error': 0.03398049108525544}), (, {'error': 0.2316418552235988}), (, {'error': 0.06612939705168963}), (, {'error': 0.19679522126142412}), (, {'error': 0.027500826242443488}), (, {'error': 3.8410693465285703}), (, {'error': 0.1779337442139295}), (, {'error': 1.4625706571154957}), (, {'error': 0.41206179067225923}), (, {'error': 1.4540411479633484}), (, {'error': 0.6227826608154556}), (, {'error': 0.1622058631196568}), (, {'error': 0.35576065616934827})]) -Toy 14/25 -Time taken: 1 h, 7 min -Projected time left: 52 min, 37 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1323 (1323 total) | -| EDM = 0.00045 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297206.7891108007 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.37 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.13 | 0.09 | | | -2 | 2 | | -| 2 | p4040_s | 0.99 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.14 | 0.18 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.83 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.506 | 0.023 | | | -2 | 2 | | -| 7 | p4160_p | -2.08 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.632 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.17 | 0.21 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 2.130 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.009 | | | -0.3 | 0.3 | | -| 12| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.97 | 0.05 | | | -2 | 2 | | -| 14| p4415_s | 0.96 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.006 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.3 | 1.6 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 0.67 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 20| phi_s | 17.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.09 | 0.25 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.33 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.248 -0.106 -0.002 -0.121 -0.002 0.029 0.097 0.088 -0.072 0.013 0.012 0.003 0.296 -0.030 0.003 -0.031 -0.072 0.011 0.046 0.014 -0.028 0.037 -0.022 | -| bplus_2 | -0.248 1.000 0.076 0.003 0.669 -0.062 0.022 0.028 0.112 0.230 -0.090 0.003 -0.000 -0.294 -0.098 0.003 0.069 0.116 -0.091 0.053 -0.134 0.280 0.008 0.049 | -| p4040_s | -0.106 0.076 1.000 0.000 0.345 -0.049 0.021 -0.537 -0.012 -0.219 0.002 0.002 -0.003 0.035 0.160 -0.000 0.005 0.048 -0.015 0.021 -0.024 0.046 -0.213 0.004 | -| p3770_p | -0.002 0.003 0.000 1.000 0.007 -0.003 -0.001 -0.003 0.001 -0.001 0.006 -0.000 -0.001 -0.001 0.001 -0.000 0.000 0.001 -0.000 -0.000 -0.000 0.000 -0.002 0.000 | -| Ctt | -0.121 0.669 0.345 0.007 1.000 -0.185 -0.007 -0.345 0.248 -0.032 0.035 0.001 -0.001 -0.119 0.192 0.008 0.020 0.240 -0.029 0.024 -0.048 0.112 -0.273 0.012 | -| Dbar_p | -0.002 -0.062 -0.049 -0.003 -0.185 1.000 0.032 0.083 0.273 -0.026 0.142 0.003 0.005 0.113 0.007 0.006 -0.012 -0.048 0.002 0.027 -0.002 0.005 0.006 -0.008 | -| bplus_0 | 0.029 0.022 0.021 -0.001 -0.007 0.032 1.000 0.016 -0.042 0.013 0.014 0.000 0.000 -0.882 0.021 -0.000 -0.125 0.037 0.023 0.203 -0.004 -0.072 0.020 -0.085 | -| p4160_p | 0.097 0.028 -0.537 -0.003 -0.345 0.083 0.016 1.000 -0.020 0.265 -0.116 0.017 0.003 -0.048 -0.021 0.009 0.000 -0.124 -0.007 0.001 -0.011 0.010 0.183 -0.000 | -| jpsi_p | 0.088 0.112 -0.012 0.001 0.248 0.273 -0.042 -0.020 1.000 -0.004 -0.038 0.024 0.002 0.007 -0.029 0.012 -0.056 -0.036 0.025 -0.011 0.033 -0.111 -0.075 -0.045 | -| p4415_p | -0.072 0.230 -0.219 -0.001 -0.032 -0.026 0.013 0.265 -0.004 1.000 -0.104 0.010 0.001 -0.101 -0.141 0.005 0.016 -0.194 -0.022 0.008 -0.034 0.063 0.114 0.011 | -| psi2s_p | 0.013 -0.090 0.002 0.006 0.035 0.142 0.014 -0.116 -0.038 -0.104 1.000 0.018 0.006 0.065 0.001 0.015 -0.013 -0.101 -0.005 0.012 -0.008 -0.007 -0.228 -0.010 | -| DDstar_s | 0.012 0.003 0.002 -0.000 0.001 0.003 0.000 0.017 0.024 0.010 0.018 1.000 0.000 -0.001 0.000 -0.000 -0.000 0.003 0.001 0.000 0.000 -0.000 0.011 0.000 | -| p3770_s | 0.003 -0.000 -0.003 -0.001 -0.001 0.005 0.000 0.003 0.002 0.001 0.006 0.000 1.000 0.001 -0.001 0.000 -0.000 -0.001 0.000 0.000 0.000 -0.000 0.003 -0.000 | -| bplus_1 | 0.296 -0.294 0.035 -0.001 -0.119 0.113 -0.882 -0.048 0.007 -0.101 0.065 -0.001 0.001 1.000 0.109 -0.003 0.103 0.020 -0.025 -0.147 0.002 0.066 -0.023 0.071 | -| p4415_s | -0.030 -0.098 0.160 0.001 0.192 0.007 0.021 -0.021 -0.029 -0.141 0.001 0.000 -0.001 0.109 1.000 -0.001 -0.007 0.312 -0.002 0.019 -0.005 0.006 0.040 -0.004 | -| Dbar_s | 0.003 0.003 -0.000 -0.000 0.008 0.006 -0.000 0.009 0.012 0.005 0.015 -0.000 0.000 -0.003 -0.001 1.000 0.000 0.001 0.000 -0.000 0.000 -0.000 0.008 0.000 | -| omega_s | -0.031 0.069 0.005 0.000 0.020 -0.012 -0.125 0.000 -0.056 0.016 -0.013 -0.000 -0.000 0.103 -0.007 0.000 1.000 0.008 -0.164 -0.310 -0.048 0.385 0.003 0.774 | -| p4160_s | -0.072 0.116 0.048 0.001 0.240 -0.048 0.037 -0.124 -0.036 -0.194 -0.101 0.003 -0.001 0.020 0.312 0.001 0.008 1.000 -0.022 0.028 -0.035 0.065 0.329 0.006 | -| phi_p | 0.011 -0.091 -0.015 -0.000 -0.029 0.002 0.023 -0.007 0.025 -0.022 -0.005 0.001 0.000 -0.025 -0.002 0.000 -0.164 -0.022 1.000 -0.028 0.682 -0.278 -0.012 -0.096 | -| rho_s | 0.046 0.053 0.021 -0.000 0.024 0.027 0.203 0.001 -0.011 0.008 0.012 0.000 0.000 -0.147 0.019 -0.000 -0.310 0.028 -0.028 1.000 -0.058 0.221 0.006 -0.105 | -| phi_s | 0.014 -0.134 -0.024 -0.000 -0.048 -0.002 -0.004 -0.011 0.033 -0.034 -0.008 0.000 0.000 0.002 -0.005 0.000 -0.048 -0.035 0.682 -0.058 1.000 -0.151 -0.018 -0.016 | -| rho_p | -0.028 0.280 0.046 0.000 0.112 0.005 -0.072 0.010 -0.111 0.063 -0.007 -0.000 -0.000 0.066 0.006 -0.000 0.385 0.065 -0.278 0.221 -0.151 1.000 0.023 0.191 | -| p4040_p | 0.037 0.008 -0.213 -0.002 -0.273 0.006 0.020 0.183 -0.075 0.114 -0.228 0.011 0.003 -0.023 0.040 0.008 0.003 0.329 -0.012 0.006 -0.018 0.023 1.000 0.002 | -| omega_p | -0.022 0.049 0.004 0.000 0.012 -0.008 -0.085 -0.000 -0.045 0.011 -0.010 0.000 -0.000 0.071 -0.004 0.000 0.774 0.006 -0.096 -0.105 -0.016 0.191 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23376695960491567}), (, {'error': 0.09114277916236002}), (, {'error': 0.16528118959870347}), (, {'error': 0.010917148182866487}), (, {'error': 0.17511484932909893}), (, {'error': 0.19783228588610857}), (, {'error': 0.022517831179844627}), (, {'error': 0.0980378092064953}), (, {'error': 0.025504354789144923}), (, {'error': 0.21334619580399217}), (, {'error': 0.0261454858830783}), (, {'error': 0.009362434890930638}), (, {'error': 0.010677166794248738}), (, {'error': 0.0455333496140371}), (, {'error': 0.1920761352404421}), (, {'error': 0.0058179197519749315}), (, {'error': 1.619039969265196}), (, {'error': 0.16592875887874625}), (, {'error': 0.22384564049181144}), (, {'error': 0.3305907310530435}), (, {'error': 1.105616462431339}), (, {'error': 0.24871573671740732}), (, {'error': 0.17993122968128827}), (, {'error': 0.4351136809404501})]) -Toy 15/25 -Time taken: 1 h, 12 min -Projected time left: 48 min, 20 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.005E+05 | Ncalls=494 (505 total) | -| EDM = 4.21E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300498.08840339456 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.221 | 0.005 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.266 | 0.005 | | | -2 | 2 | | -| 2 | p4040_s | 0.374 | 0.001 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -0.606 | 0.025 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.358 | 0.000 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.586E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.7 | 2.6 | | | -2 | 2 | | -| 7 | p4160_p | -2.627 | 0.013 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -3.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -4.439 | 0.004 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.00 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -2.831E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.066 | 0.001 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.862 | 0.005 | | | -2 | 2 | | -| 14| p4415_s | 0.619 | 0.001 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 2.984E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 0.524E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 1.345 | 0.001 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 2.586 | 0.014 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.109 | 0.001 | | |0.0253049| 2.0747 | | -| 20| phi_s | 1.845E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 2.607 | 0.013 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -3.393 | 0.007 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -0.583E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.734 -0.320 0.747 -0.304 0.560 -0.759 -0.732 -0.757 -0.361 -0.758 0.567 0.181 0.749 0.460 -0.184 -0.010 -0.584 0.719 0.130 0.237 0.720 -0.645 -0.058 | -| bplus_2 | -0.734 1.000 0.408 -0.951 0.388 -0.714 0.967 0.933 0.964 0.460 0.965 -0.722 -0.230 -0.954 -0.585 0.234 0.013 0.743 -0.915 -0.166 -0.302 -0.917 0.822 0.074 | -| p4040_s | -0.320 0.408 1.000 -0.415 0.169 -0.311 0.422 0.407 0.420 0.200 0.421 -0.315 -0.101 -0.416 -0.255 0.102 0.006 0.324 -0.399 -0.072 -0.132 -0.400 0.358 0.032 | -| p3770_p | 0.747 -0.951 -0.415 1.000 -0.394 0.726 -0.984 -0.948 -0.980 -0.467 -0.981 0.734 0.234 0.970 0.595 -0.238 -0.013 -0.756 0.931 0.169 0.307 0.932 -0.835 -0.075 | -| Ctt | -0.304 0.388 0.169 -0.394 1.000 -0.296 0.401 0.386 0.400 0.190 0.400 -0.299 -0.096 -0.395 -0.243 0.097 0.005 0.308 -0.379 -0.069 -0.125 -0.380 0.340 0.031 | -| Dbar_p | 0.560 -0.714 -0.311 0.726 -0.296 1.000 -0.738 -0.711 -0.735 -0.351 -0.736 0.551 0.176 0.728 0.447 -0.179 -0.010 -0.567 0.698 0.127 0.231 0.699 -0.627 -0.057 | -| bplus_0 | -0.759 0.967 0.422 -0.984 0.401 -0.738 1.000 0.964 0.997 0.475 0.998 -0.746 -0.238 -0.986 -0.605 0.242 0.013 0.769 -0.946 -0.172 -0.313 -0.948 0.849 0.077 | -| p4160_p | -0.732 0.933 0.407 -0.948 0.386 -0.711 0.964 1.000 0.961 0.458 0.962 -0.719 -0.230 -0.951 -0.584 0.233 0.013 0.741 -0.912 -0.166 -0.301 -0.914 0.819 0.074 | -| jpsi_p | -0.757 0.964 0.420 -0.980 0.400 -0.735 0.997 0.961 1.000 0.474 0.994 -0.744 -0.238 -0.983 -0.603 0.241 0.013 0.766 -0.943 -0.171 -0.312 -0.945 0.847 0.076 | -| p4415_p | -0.361 0.460 0.200 -0.467 0.190 -0.351 0.475 0.458 0.474 1.000 0.474 -0.355 -0.113 -0.469 -0.288 0.115 0.006 0.365 -0.450 -0.082 -0.148 -0.450 0.403 0.036 | -| psi2s_p | -0.758 0.965 0.421 -0.981 0.400 -0.736 0.998 0.962 0.994 0.474 1.000 -0.745 -0.238 -0.984 -0.604 0.242 0.013 0.767 -0.944 -0.171 -0.312 -0.946 0.847 0.076 | -| DDstar_s | 0.567 -0.722 -0.315 0.734 -0.299 0.551 -0.746 -0.719 -0.744 -0.355 -0.745 1.000 0.178 0.736 0.452 -0.181 -0.010 -0.573 0.706 0.128 0.233 0.707 -0.634 -0.057 | -| p3770_s | 0.181 -0.230 -0.101 0.234 -0.096 0.176 -0.238 -0.230 -0.238 -0.113 -0.238 0.178 1.000 0.235 0.144 -0.058 -0.003 -0.183 0.226 0.041 0.074 0.226 -0.202 -0.018 | -| bplus_1 | 0.749 -0.954 -0.416 0.970 -0.395 0.728 -0.986 -0.951 -0.983 -0.469 -0.984 0.736 0.235 1.000 0.597 -0.239 -0.013 -0.758 0.933 0.169 0.308 0.935 -0.838 -0.076 | -| p4415_s | 0.460 -0.585 -0.255 0.595 -0.243 0.447 -0.605 -0.584 -0.603 -0.288 -0.604 0.452 0.144 0.597 1.000 -0.147 -0.008 -0.465 0.573 0.104 0.189 0.574 -0.514 -0.046 | -| Dbar_s | -0.184 0.234 0.102 -0.238 0.097 -0.179 0.242 0.233 0.241 0.115 0.242 -0.181 -0.058 -0.239 -0.147 1.000 0.003 0.186 -0.229 -0.042 -0.076 -0.229 0.206 0.019 | -| omega_s | -0.010 0.013 0.006 -0.013 0.005 -0.010 0.013 0.013 0.013 0.006 0.013 -0.010 -0.003 -0.013 -0.008 0.003 1.000 0.010 -0.013 -0.002 -0.004 -0.013 0.011 0.001 | -| p4160_s | -0.584 0.743 0.324 -0.756 0.308 -0.567 0.769 0.741 0.766 0.365 0.767 -0.573 -0.183 -0.758 -0.465 0.186 0.010 1.000 -0.727 -0.132 -0.240 -0.728 0.653 0.059 | -| phi_p | 0.719 -0.915 -0.399 0.931 -0.379 0.698 -0.946 -0.912 -0.943 -0.450 -0.944 0.706 0.226 0.933 0.573 -0.229 -0.013 -0.727 1.000 0.163 0.296 0.897 -0.804 -0.073 | -| rho_s | 0.130 -0.166 -0.072 0.169 -0.069 0.127 -0.172 -0.166 -0.171 -0.082 -0.171 0.128 0.041 0.169 0.104 -0.042 -0.002 -0.132 0.163 1.000 0.054 0.163 -0.146 -0.013 | -| phi_s | 0.237 -0.302 -0.132 0.307 -0.125 0.231 -0.313 -0.301 -0.312 -0.148 -0.312 0.233 0.074 0.308 0.189 -0.076 -0.004 -0.240 0.296 0.054 1.000 0.296 -0.265 -0.024 | -| rho_p | 0.720 -0.917 -0.400 0.932 -0.380 0.699 -0.948 -0.914 -0.945 -0.450 -0.946 0.707 0.226 0.935 0.574 -0.229 -0.013 -0.728 0.897 0.163 0.296 1.000 -0.805 -0.073 | -| p4040_p | -0.645 0.822 0.358 -0.835 0.340 -0.627 0.849 0.819 0.847 0.403 0.847 -0.634 -0.202 -0.838 -0.514 0.206 0.011 0.653 -0.804 -0.146 -0.265 -0.805 1.000 0.065 | -| omega_p | -0.058 0.074 0.032 -0.075 0.031 -0.057 0.077 0.074 0.076 0.036 0.076 -0.057 -0.018 -0.076 -0.046 0.019 0.001 0.059 -0.073 -0.013 -0.024 -0.073 0.065 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.004707642526839528}), (, {'error': 0.005212874580462712}), (, {'error': 0.0005818515406399161}), (, {'error': 0.02500919355729936}), (, {'error': 0.00047103216273181037}), (, {'error': 0.0021843832759542714}), (, {'error': 2.630684844304331}), (, {'error': 0.013146953042835419}), (, {'error': 0.038786776611946516}), (, {'error': 0.0035282668130278694}), (, {'error': 0.04274968488599784}), (, {'error': 0.00010029630618410557}), (, {'error': 0.0010308200156226022}), (, {'error': 0.005040548443468351}), (, {'error': 0.000785268940988626}), (, {'error': 2.146337794090014e-05}), (, {'error': 0.0014167392340715956}), (, {'error': 0.0012851534317994684}), (, {'error': 0.014184572003810736}), (, {'error': 0.0007034124098409533}), (, {'error': 0.0030770099685071273}), (, {'error': 0.012591128146419273}), (, {'error': 0.006741262199550846}), (, {'error': 0.001578810580176615})]) -Toy 16/25 -Time taken: 1 h, 16 min -Projected time left: 42 min, 54 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=303 (303 total) | -| EDM = 4.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297237.0317337801 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.17 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.260 | 0.022 | | | -2 | 2 | | -| 2 | p4040_s | 1.12 | 0.06 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.41 | 0.06 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.37 | 0.04 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 4.79 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.384 | 0.002 | | | -2 | 2 | | -| 7 | p4160_p | 3.84 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.577 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.53 | 0.07 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.767 | 0.013 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.298 | 0.011 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.12 | 0.09 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.755 | 0.004 | | | -2 | 2 | | -| 14| p4415_s | 1.17 | 0.07 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.281 | 0.030 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.3 | 0.5 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.19 | 0.06 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.030 | 1.042 | | |0.0253049| 2.0747 | | -| 20| phi_s | 18.8 | 0.4 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -5 | 10 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.59 | 0.06 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.169 -0.060 0.019 0.080 0.043 0.106 -0.056 -0.080 -0.040 -0.069 0.073 -0.038 0.095 0.004 -0.044 -0.112 -0.029 0.005 -0.269 -0.072 0.268 -0.030 0.016 | -| bplus_2 | 0.169 1.000 0.005 0.054 0.232 0.299 0.448 0.004 0.015 0.015 -0.009 0.255 0.033 0.423 0.054 0.048 -0.315 0.024 0.016 -0.772 -0.190 0.770 0.012 0.045 | -| p4040_s | -0.060 0.005 1.000 0.017 0.039 -0.029 -0.021 -0.084 0.003 -0.026 -0.024 -0.036 0.021 -0.022 0.013 -0.002 -0.008 -0.028 0.000 -0.018 -0.007 0.018 -0.010 0.001 | -| p3770_p | 0.019 0.054 0.017 1.000 0.019 0.073 0.054 0.024 -0.003 0.014 -0.000 0.059 -0.053 0.050 0.000 -0.031 -0.032 0.009 0.002 -0.078 -0.020 0.078 0.025 0.005 | -| Ctt | 0.080 0.232 0.039 0.019 1.000 0.122 0.238 -0.038 -0.036 0.024 0.039 0.155 -0.000 0.227 0.074 -0.008 -0.162 0.060 0.008 -0.396 -0.100 0.395 -0.044 0.023 | -| Dbar_p | 0.043 0.299 -0.029 0.073 0.122 1.000 0.211 -0.001 -0.008 -0.013 -0.025 0.080 0.003 0.194 0.012 0.000 -0.187 -0.013 0.009 -0.456 -0.117 0.456 -0.003 0.027 | -| bplus_0 | 0.106 0.448 -0.021 0.054 0.238 0.211 1.000 0.027 -0.001 0.005 -0.025 0.148 0.026 0.298 -0.004 0.052 -0.262 -0.011 0.013 -0.633 -0.157 0.632 0.031 0.037 | -| p4160_p | -0.056 0.004 -0.084 0.024 -0.038 -0.001 0.027 1.000 0.002 0.041 -0.014 0.038 -0.005 0.027 0.045 -0.043 -0.015 -0.020 0.001 -0.037 -0.010 0.037 0.002 0.002 | -| jpsi_p | -0.080 0.015 0.003 -0.003 -0.036 -0.008 -0.001 0.002 1.000 -0.004 0.022 -0.005 0.010 -0.001 -0.004 -0.054 -0.019 -0.004 0.001 -0.042 -0.016 0.042 -0.006 0.002 | -| p4415_p | -0.040 0.015 -0.026 0.014 0.024 -0.013 0.005 0.041 -0.004 1.000 -0.015 -0.016 0.005 0.004 -0.024 -0.001 -0.019 -0.043 0.001 -0.044 -0.013 0.044 0.031 0.003 | -| psi2s_p | -0.069 -0.009 -0.024 -0.000 0.039 -0.025 -0.025 -0.014 0.022 -0.015 1.000 -0.019 -0.079 -0.026 -0.007 -0.041 0.005 -0.020 -0.000 0.015 0.002 -0.015 -0.026 -0.001 | -| DDstar_s | 0.073 0.255 -0.036 0.059 0.155 0.080 0.148 0.038 -0.005 -0.016 -0.019 1.000 0.031 0.132 -0.030 0.049 -0.147 -0.035 0.007 -0.360 -0.092 0.359 0.039 0.021 | -| p3770_s | -0.038 0.033 0.021 -0.053 -0.000 0.003 0.026 -0.005 0.010 0.005 -0.079 0.031 1.000 0.023 0.008 -0.053 -0.028 0.013 0.001 -0.065 -0.019 0.065 -0.027 0.004 | -| bplus_1 | 0.095 0.423 -0.022 0.050 0.227 0.194 0.298 0.027 -0.001 0.004 -0.026 0.132 0.023 1.000 -0.009 0.049 -0.248 -0.014 0.012 -0.603 -0.151 0.602 0.031 0.035 | -| p4415_s | 0.004 0.054 0.013 0.000 0.074 0.012 -0.004 0.045 -0.004 -0.024 -0.007 -0.030 0.008 -0.009 1.000 0.023 -0.020 0.031 0.001 -0.049 -0.013 0.048 0.020 0.003 | -| Dbar_s | -0.044 0.048 -0.002 -0.031 -0.008 0.000 0.052 -0.043 -0.054 -0.001 -0.041 0.049 -0.053 0.049 0.023 1.000 -0.039 0.017 0.002 -0.093 -0.025 0.093 -0.045 0.005 | -| omega_s | -0.112 -0.315 -0.008 -0.032 -0.162 -0.187 -0.262 -0.015 -0.019 -0.019 0.005 -0.147 -0.028 -0.248 -0.020 -0.039 1.000 -0.018 -0.007 0.416 0.114 -0.415 -0.017 -0.009 | -| p4160_s | -0.029 0.024 -0.028 0.009 0.060 -0.013 -0.011 -0.020 -0.004 -0.043 -0.020 -0.035 0.013 -0.014 0.031 0.017 -0.018 1.000 0.001 -0.042 -0.013 0.042 0.087 0.003 | -| phi_p | 0.005 0.016 0.000 0.002 0.008 0.009 0.013 0.001 0.001 0.001 -0.000 0.007 0.001 0.012 0.001 0.002 -0.007 0.001 1.000 -0.018 -0.030 0.018 0.001 0.001 | -| rho_s | -0.269 -0.772 -0.018 -0.078 -0.396 -0.456 -0.633 -0.037 -0.042 -0.044 0.015 -0.360 -0.065 -0.603 -0.049 -0.093 0.416 -0.042 -0.018 1.000 0.272 -0.998 -0.041 -0.060 | -| phi_s | -0.072 -0.190 -0.007 -0.020 -0.100 -0.117 -0.157 -0.010 -0.016 -0.013 0.002 -0.092 -0.019 -0.151 -0.013 -0.025 0.114 -0.013 -0.030 0.272 1.000 -0.271 -0.011 -0.016 | -| rho_p | 0.268 0.770 0.018 0.078 0.395 0.456 0.632 0.037 0.042 0.044 -0.015 0.359 0.065 0.602 0.048 0.093 -0.415 0.042 0.018 -0.998 -0.271 1.000 0.041 0.060 | -| p4040_p | -0.030 0.012 -0.010 0.025 -0.044 -0.003 0.031 0.002 -0.006 0.031 -0.026 0.039 -0.027 0.031 0.020 -0.045 -0.017 0.087 0.001 -0.041 -0.011 0.041 1.000 0.002 | -| omega_p | 0.016 0.045 0.001 0.005 0.023 0.027 0.037 0.002 0.002 0.003 -0.001 0.021 0.004 0.035 0.003 0.005 -0.009 0.003 0.001 -0.060 -0.016 0.060 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0906410961634716}), (, {'error': 0.02231469304918554}), (, {'error': 0.05977510743169867}), (, {'error': 0.05861239929348905}), (, {'error': 0.04378032985774971}), (, {'error': 0.09358383176380336}), (, {'error': 0.001831199541305839}), (, {'error': 0.03504449879960969}), (, {'error': 0.009513717753700579}), (, {'error': 0.07365539625634998}), (, {'error': 0.01261232022326464}), (, {'error': 0.010718948820552798}), (, {'error': 0.08931232644189313}), (, {'error': 0.003529405601826019}), (, {'error': 0.07417440436967626}), (, {'error': 0.03016130472341083}), (, {'error': 0.4590151027903189}), (, {'error': 0.060508850002248815}), (, {'error': 0.05230083194715984}), (, {'error': 1.0421208767393477}), (, {'error': 0.4113027965666767}), (, {'error': 10.265074623109438}), (, {'error': 0.06069735650125008}), (, {'error': 0.03683863359827111})]) -Toy 17/25 -Time taken: 1 h, 19 min -Projected time left: 37 min, 28 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1238 (1238 total) | -| EDM = 5.72E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297329.53014595306 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.30 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.10 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.56 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.20 | 0.17 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -4.01 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.425 | 0.018 | | | -2 | 2 | | -| 7 | p4160_p | 4.32 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.653 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.23 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 2.103 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.010 | | | -0.3 | 0.3 | | -| 12| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 14| p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.33 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -5.45 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 21.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.04 | 0.63 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.237 -0.126 -0.003 -0.122 -0.010 0.006 0.153 0.121 -0.020 0.040 0.013 0.003 0.327 -0.027 0.003 -0.034 -0.060 0.014 0.061 0.014 -0.044 0.057 0.001 | -| bplus_2 | -0.237 1.000 0.078 0.003 0.657 -0.053 0.059 0.012 0.093 0.212 -0.083 0.005 -0.000 -0.330 -0.083 0.004 0.014 0.127 -0.076 0.106 -0.155 0.239 0.013 -0.003 | -| p4040_s | -0.126 0.078 1.000 0.000 0.322 -0.071 0.021 -0.534 -0.043 -0.236 -0.041 0.004 -0.003 0.033 0.167 0.001 -0.004 0.039 -0.015 0.034 -0.032 0.040 -0.225 -0.000 | -| p3770_p | -0.003 0.003 0.000 1.000 0.008 -0.004 -0.001 -0.003 0.001 -0.001 0.007 -0.000 -0.001 -0.001 0.001 -0.000 0.000 0.001 -0.000 -0.000 -0.000 0.000 -0.002 -0.000 | -| Ctt | -0.122 0.657 0.322 0.008 1.000 -0.196 -0.016 -0.383 0.221 -0.083 0.049 0.003 -0.001 -0.110 0.200 0.010 -0.002 0.207 -0.024 0.050 -0.059 0.094 -0.302 -0.001 | -| Dbar_p | -0.010 -0.053 -0.071 -0.004 -0.196 1.000 0.023 0.099 0.286 -0.003 0.127 0.003 0.005 0.135 0.011 0.007 -0.019 -0.049 0.006 0.042 -0.006 -0.006 -0.014 0.000 | -| bplus_0 | 0.006 0.059 0.021 -0.001 -0.016 0.023 1.000 0.021 -0.058 0.025 0.016 0.000 0.000 -0.870 0.019 -0.000 -0.166 0.040 0.040 0.303 -0.024 -0.166 0.017 0.006 | -| p4160_p | 0.153 0.012 -0.534 -0.003 -0.383 0.099 0.021 1.000 0.002 0.312 -0.105 0.018 0.004 -0.046 -0.042 0.011 -0.002 -0.096 -0.002 0.002 -0.006 0.000 0.253 0.000 | -| jpsi_p | 0.121 0.093 -0.043 0.001 0.221 0.286 -0.058 0.002 1.000 -0.001 -0.035 0.026 0.002 0.038 -0.030 0.017 -0.030 -0.044 0.026 -0.012 0.042 -0.098 -0.060 0.004 | -| p4415_p | -0.020 0.212 -0.236 -0.001 -0.083 -0.003 0.025 0.312 -0.001 1.000 -0.106 0.015 0.002 -0.103 -0.140 0.008 0.003 -0.171 -0.017 0.020 -0.036 0.050 0.175 -0.001 | -| psi2s_p | 0.040 -0.083 -0.041 0.007 0.049 0.127 0.016 -0.105 -0.035 -0.106 1.000 0.020 0.006 0.076 0.003 0.020 -0.013 -0.111 -0.002 0.022 -0.009 -0.008 -0.220 0.001 | -| DDstar_s | 0.013 0.005 0.004 -0.000 0.003 0.003 0.000 0.018 0.026 0.015 0.020 1.000 0.000 -0.003 0.001 -0.000 0.000 0.004 0.001 -0.000 0.000 -0.000 0.008 -0.000 | -| p3770_s | 0.003 -0.000 -0.003 -0.001 -0.001 0.005 0.000 0.004 0.002 0.002 0.006 0.000 1.000 0.001 -0.001 0.000 -0.000 -0.000 0.000 0.000 0.000 -0.000 0.003 0.000 | -| bplus_1 | 0.327 -0.330 0.033 -0.001 -0.110 0.135 -0.870 -0.046 0.038 -0.103 0.076 -0.003 0.001 1.000 0.119 -0.004 0.130 0.014 -0.038 -0.220 0.019 0.137 -0.042 -0.005 | -| p4415_s | -0.027 -0.083 0.167 0.001 0.200 0.011 0.019 -0.042 -0.030 -0.140 0.003 0.001 -0.001 0.119 1.000 -0.001 -0.011 0.307 -0.003 0.031 -0.010 0.003 0.020 0.000 | -| Dbar_s | 0.003 0.004 0.001 -0.000 0.010 0.007 -0.000 0.011 0.017 0.008 0.020 -0.000 0.000 -0.004 -0.001 1.000 0.000 0.002 0.000 -0.001 0.000 0.000 0.007 -0.000 | -| omega_s | -0.034 0.014 -0.004 0.000 -0.002 -0.019 -0.166 -0.002 -0.030 0.003 -0.013 0.000 -0.000 0.130 -0.011 0.000 1.000 -0.007 -0.147 -0.355 -0.019 0.463 0.002 -0.131 | -| p4160_s | -0.060 0.127 0.039 0.001 0.207 -0.049 0.040 -0.096 -0.044 -0.171 -0.111 0.004 -0.000 0.014 0.307 0.002 -0.007 1.000 -0.018 0.046 -0.043 0.052 0.347 -0.000 | -| phi_p | 0.014 -0.076 -0.015 -0.000 -0.024 0.006 0.040 -0.002 0.026 -0.017 -0.002 0.001 0.000 -0.038 -0.003 0.000 -0.147 -0.018 1.000 -0.020 0.453 -0.312 -0.007 0.012 | -| rho_s | 0.061 0.106 0.034 -0.000 0.050 0.042 0.303 0.002 -0.012 0.020 0.022 -0.000 0.000 -0.220 0.031 -0.001 -0.355 0.046 -0.020 1.000 -0.090 0.047 0.002 0.021 | -| phi_s | 0.014 -0.155 -0.032 -0.000 -0.059 -0.006 -0.024 -0.006 0.042 -0.036 -0.009 0.000 0.000 0.019 -0.010 0.000 -0.019 -0.043 0.453 -0.090 1.000 -0.127 -0.013 -0.000 | -| rho_p | -0.044 0.239 0.040 0.000 0.094 -0.006 -0.166 0.000 -0.098 0.050 -0.008 -0.000 -0.000 0.137 0.003 0.000 0.463 0.052 -0.312 0.047 -0.127 1.000 0.013 0.002 | -| p4040_p | 0.057 0.013 -0.225 -0.002 -0.302 -0.014 0.017 0.253 -0.060 0.175 -0.220 0.008 0.003 -0.042 0.020 0.007 0.002 0.347 -0.007 0.002 -0.013 0.013 1.000 -0.000 | -| omega_p | 0.001 -0.003 -0.000 -0.000 -0.001 0.000 0.006 0.000 0.004 -0.001 0.001 -0.000 0.000 -0.005 0.000 -0.000 -0.131 -0.000 0.012 0.021 -0.000 0.002 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2414881804927571}), (, {'error': 0.07554681414006237}), (, {'error': 0.16843654324670926}), (, {'error': 0.012171596102917626}), (, {'error': 0.17283252657581472}), (, {'error': 0.21067028802776666}), (, {'error': 0.017585544758631277}), (, {'error': 0.09521697177926924}), (, {'error': 0.0256304248302488}), (, {'error': 0.14641098169143074}), (, {'error': 0.02629598431891811}), (, {'error': 0.010051119548858622}), (, {'error': 0.010498973135887602}), (, {'error': 0.036500759917195036}), (, {'error': 0.18502327892961656}), (, {'error': 0.00668731318787727}), (, {'error': 0.9994155885261926}), (, {'error': 0.16358634821911466}), (, {'error': 0.14145837330547595}), (, {'error': 0.36158391483646474}), (, {'error': 0.9167683524859154}), (, {'error': 0.6254981583240777}), (, {'error': 0.3184577094788601}), (, {'error': 0.14120153368164168})]) -Toy 18/25 -Time taken: 1 h, 25 min -Projected time left: 33 min, 8 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1325 (1325 total) | -| EDM = 8.91E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297347.80891713675 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.024 | 0.049 | | | -2 | 2 | | -| 2 | p4040_s | 1.11 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.13 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.07 | 0.09 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -0.03 | 0.38 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.570 | 0.019 | | | -2 | 2 | | -| 7 | p4160_p | -2.37 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.639 | 0.021 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.39 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.797 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.29 | 0.32 | | | -0.3 | 0.3 | | -| 12| p3770_s | 1.98 | 0.18 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -1.10 | 0.04 | | | -2 | 2 | | -| 14| p4415_s | 1.06 | 0.24 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.9 | 0.7 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.27 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 0.50 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.02 | 0.22 | | |0.0253049| 2.0747 | | -| 20| phi_s | 18.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.55 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -3.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.153 -0.310 0.253 0.132 -0.121 0.345 0.198 -0.308 -0.158 -0.175 0.301 -0.042 0.345 -0.286 0.308 -0.022 -0.301 0.010 0.085 0.035 -0.073 0.008 0.001 | -| bplus_2 | 0.153 1.000 -0.298 0.315 0.430 -0.362 0.344 0.362 -0.189 0.033 -0.106 0.394 0.054 0.339 -0.360 0.265 -0.020 -0.274 0.014 0.058 0.001 0.056 0.180 -0.000 | -| p4040_s | -0.310 -0.298 1.000 -0.576 -0.127 0.582 -0.698 -0.717 0.325 0.031 0.140 -0.739 -0.015 -0.700 0.623 -0.582 0.044 0.509 -0.029 -0.189 -0.093 0.181 -0.323 -0.003 | -| p3770_p | 0.253 0.315 -0.576 1.000 0.231 -0.541 0.753 0.704 -0.285 -0.070 -0.148 0.782 0.001 0.753 -0.654 0.605 -0.048 -0.587 0.032 0.199 0.096 -0.187 0.356 0.003 | -| Ctt | 0.132 0.430 -0.127 0.231 1.000 -0.205 0.310 0.193 -0.254 -0.069 0.100 0.320 0.005 0.312 -0.182 0.318 -0.022 -0.163 0.016 0.085 0.046 -0.088 0.038 0.001 | -| Dbar_p | -0.121 -0.362 0.582 -0.541 -0.205 1.000 -0.780 -0.622 0.484 0.139 0.262 -0.819 0.013 -0.781 0.655 -0.633 0.050 0.600 -0.029 -0.206 -0.096 0.191 -0.199 -0.003 | -| bplus_0 | 0.345 0.344 -0.698 0.753 0.310 -0.780 1.000 0.807 -0.391 -0.132 -0.171 0.963 0.112 0.904 -0.777 0.742 -0.060 -0.712 0.038 0.254 0.113 -0.210 0.351 0.003 | -| p4160_p | 0.198 0.362 -0.717 0.704 0.193 -0.622 0.807 1.000 -0.295 -0.025 -0.144 0.849 0.098 0.808 -0.682 0.676 -0.051 -0.662 0.034 0.213 0.102 -0.196 0.322 0.003 | -| jpsi_p | -0.308 -0.189 0.325 -0.285 -0.254 0.484 -0.391 -0.295 1.000 0.093 0.203 -0.415 0.059 -0.393 0.328 -0.312 0.021 0.310 -0.023 -0.113 -0.070 0.116 -0.085 -0.001 | -| p4415_p | -0.158 0.033 0.031 -0.070 -0.069 0.139 -0.132 -0.025 0.093 1.000 0.013 -0.133 -0.001 -0.133 0.077 -0.086 0.008 0.024 -0.005 -0.040 -0.022 0.046 0.010 -0.001 | -| psi2s_p | -0.175 -0.106 0.140 -0.148 0.100 0.262 -0.171 -0.144 0.203 0.013 1.000 -0.183 -0.171 -0.172 0.146 -0.128 0.010 0.110 -0.008 -0.047 -0.025 0.046 -0.114 -0.001 | -| DDstar_s | 0.301 0.394 -0.739 0.782 0.320 -0.819 0.963 0.849 -0.415 -0.133 -0.183 1.000 0.107 0.965 -0.826 0.790 -0.061 -0.756 0.040 0.255 0.122 -0.235 0.367 0.003 | -| p3770_s | -0.042 0.054 -0.015 0.001 0.005 0.013 0.112 0.098 0.059 -0.001 -0.171 0.107 1.000 0.111 -0.082 0.122 -0.007 -0.066 0.005 0.021 0.007 -0.012 0.024 0.000 | -| bplus_1 | 0.345 0.339 -0.700 0.753 0.312 -0.781 0.904 0.808 -0.393 -0.133 -0.172 0.965 0.111 1.000 -0.779 0.744 -0.058 -0.714 0.038 0.244 0.113 -0.210 0.351 0.003 | -| p4415_s | -0.286 -0.360 0.623 -0.654 -0.182 0.655 -0.777 -0.682 0.328 0.077 0.146 -0.826 -0.082 -0.779 1.000 -0.651 0.049 0.681 -0.033 -0.208 -0.101 0.194 -0.274 -0.003 | -| Dbar_s | 0.308 0.265 -0.582 0.605 0.318 -0.633 0.742 0.676 -0.312 -0.086 -0.128 0.790 0.122 0.744 -0.651 1.000 -0.047 -0.587 0.031 0.197 0.094 -0.182 0.320 0.003 | -| omega_s | -0.022 -0.020 0.044 -0.048 -0.022 0.050 -0.060 -0.051 0.021 0.008 0.010 -0.061 -0.007 -0.058 0.049 -0.047 1.000 0.045 -0.045 -0.324 -0.014 0.160 -0.023 -0.058 | -| p4160_s | -0.301 -0.274 0.509 -0.587 -0.163 0.600 -0.712 -0.662 0.310 0.024 0.110 -0.756 -0.066 -0.714 0.681 -0.587 0.045 1.000 -0.030 -0.195 -0.096 0.188 -0.141 -0.003 | -| phi_p | 0.010 0.014 -0.029 0.032 0.016 -0.029 0.038 0.034 -0.023 -0.005 -0.008 0.040 0.005 0.038 -0.033 0.031 -0.045 -0.030 1.000 0.054 0.608 -0.080 0.015 -0.002 | -| rho_s | 0.085 0.058 -0.189 0.199 0.085 -0.206 0.254 0.213 -0.113 -0.040 -0.047 0.255 0.021 0.244 -0.208 0.197 -0.324 -0.195 0.054 1.000 0.027 0.051 0.088 -0.003 | -| phi_s | 0.035 0.001 -0.093 0.096 0.046 -0.096 0.113 0.102 -0.070 -0.022 -0.025 0.122 0.007 0.113 -0.101 0.094 -0.014 -0.096 0.608 0.027 1.000 -0.046 0.039 -0.003 | -| rho_p | -0.073 0.056 0.181 -0.187 -0.088 0.191 -0.210 -0.196 0.116 0.046 0.046 -0.235 -0.012 -0.210 0.194 -0.182 0.160 0.188 -0.080 0.051 -0.046 1.000 -0.075 0.015 | -| p4040_p | 0.008 0.180 -0.323 0.356 0.038 -0.199 0.351 0.322 -0.085 0.010 -0.114 0.367 0.024 0.351 -0.274 0.320 -0.023 -0.141 0.015 0.088 0.039 -0.075 1.000 0.001 | -| omega_p | 0.001 -0.000 -0.003 0.003 0.001 -0.003 0.003 0.003 -0.001 -0.001 -0.001 0.003 0.000 0.003 -0.003 0.003 -0.058 -0.003 -0.002 -0.003 -0.003 0.015 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.199255711332591}), (, {'error': 0.048783580870175314}), (, {'error': 0.17205562176131967}), (, {'error': 0.16656125221922746}), (, {'error': 0.09016417535118526}), (, {'error': 0.3843947826216696}), (, {'error': 0.018612454291535352}), (, {'error': 0.12552929810525915}), (, {'error': 0.021253800659358113}), (, {'error': 0.151590283439325}), (, {'error': 0.024129234307241454}), (, {'error': 0.31842390303884527}), (, {'error': 0.1810013261052441}), (, {'error': 0.035967772101558326}), (, {'error': 0.23921835721120333}), (, {'error': 0.3757430734793207}), (, {'error': 0.677238601117685}), (, {'error': 0.17528667086475913}), (, {'error': 0.18170660496970914}), (, {'error': 0.22280885276002355}), (, {'error': 0.7973263647365805}), (, {'error': 0.25704816253979645}), (, {'error': 0.1260361048641221}), (, {'error': 0.06553264660361258})]) -Toy 19/25 -Time taken: 1 h, 31 min -Projected time left: 28 min, 42 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1515 (1515 total) | -| EDM = 2.06E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297155.45317577 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.31 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.86 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.72 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.66 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.94 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.392 | 0.029 | | | -2 | 2 | | -| 7 | p4160_p | 4.24 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.606 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.92 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.907 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.36 | 0.24 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 14| p4415_s | 0.84 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.1 | 1.3 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 5.83 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.67 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 0.013 | 0.280 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.263 -0.118 0.160 -0.042 -0.161 -0.013 0.003 -0.064 -0.171 -0.122 0.041 0.052 -0.258 0.002 0.008 -0.042 -0.089 0.003 0.085 -0.011 -0.003 -0.083 -0.010 | -| bplus_2 | 0.263 1.000 -0.096 0.089 -0.675 0.063 -0.152 -0.005 -0.172 -0.237 -0.040 0.011 0.046 -0.069 0.126 0.002 -0.090 -0.157 -0.024 0.150 0.077 -0.284 -0.036 -0.033 | -| p4040_s | -0.118 -0.096 1.000 -0.152 0.363 -0.016 -0.017 -0.506 0.042 -0.170 0.089 -0.007 0.126 -0.001 0.173 -0.006 -0.001 -0.049 0.006 0.006 -0.019 0.043 -0.196 0.002 | -| p3770_p | 0.160 0.089 -0.152 1.000 -0.252 0.310 0.058 0.165 0.009 -0.000 -0.065 0.035 -0.264 -0.134 -0.065 0.041 -0.000 -0.067 -0.005 -0.005 0.004 -0.012 0.074 -0.002 | -| Ctt | -0.042 -0.675 0.363 -0.252 1.000 -0.304 0.030 -0.342 0.240 0.060 0.217 -0.008 -0.105 0.083 0.171 0.001 0.016 0.272 0.006 -0.033 -0.049 0.117 -0.138 0.008 | -| Dbar_p | -0.161 0.063 -0.016 0.310 -0.304 1.000 -0.012 0.008 0.231 -0.093 -0.010 -0.002 -0.056 -0.112 0.053 0.023 -0.016 -0.068 0.007 0.035 -0.016 0.028 -0.113 -0.001 | -| bplus_0 | -0.013 -0.152 -0.017 0.058 0.030 -0.012 1.000 -0.015 0.099 -0.051 -0.025 0.003 -0.012 -0.925 0.005 0.002 0.252 -0.030 -0.035 -0.492 0.119 0.029 -0.056 0.051 | -| p4160_p | 0.003 -0.005 -0.506 0.165 -0.342 0.008 -0.015 1.000 -0.063 0.262 -0.153 0.043 -0.053 0.061 -0.116 0.029 0.002 -0.155 -0.002 -0.007 -0.001 -0.003 0.026 -0.000 | -| jpsi_p | -0.064 -0.172 0.042 0.009 0.240 0.231 0.099 -0.063 1.000 -0.010 -0.011 0.051 -0.060 -0.048 -0.005 0.046 -0.019 -0.016 -0.027 0.001 0.015 -0.085 -0.109 -0.015 | -| p4415_p | -0.171 -0.237 -0.170 -0.000 0.060 -0.093 -0.051 0.262 -0.010 1.000 -0.067 0.011 -0.021 0.137 -0.159 0.008 0.005 -0.096 0.007 -0.007 -0.028 0.062 0.095 0.004 | -| psi2s_p | -0.122 -0.040 0.089 -0.065 0.217 -0.010 -0.025 -0.153 -0.011 -0.067 1.000 0.020 -0.408 0.040 0.043 0.026 -0.008 -0.055 -0.001 0.012 -0.007 0.004 -0.222 -0.002 | -| DDstar_s | 0.041 0.011 -0.007 0.035 -0.008 -0.002 0.003 0.043 0.051 0.011 0.020 1.000 0.024 -0.016 -0.003 -0.001 -0.001 0.001 0.001 0.002 0.000 -0.000 0.022 -0.000 | -| p3770_s | 0.052 0.046 0.126 -0.264 -0.105 -0.056 -0.012 -0.053 -0.060 -0.021 -0.408 0.024 1.000 -0.026 0.028 0.024 0.000 0.020 0.003 0.000 -0.015 0.028 -0.050 0.001 | -| bplus_1 | -0.258 -0.069 -0.001 -0.134 0.083 -0.112 -0.925 0.061 -0.048 0.137 0.040 -0.016 -0.026 1.000 -0.105 -0.005 -0.221 0.016 0.026 0.420 -0.109 -0.040 0.090 -0.046 | -| p4415_s | 0.002 0.126 0.173 -0.065 0.171 0.053 0.005 -0.116 -0.005 -0.159 0.043 -0.003 0.028 -0.105 1.000 -0.002 -0.009 0.338 0.001 0.019 -0.002 -0.001 0.056 -0.002 | -| Dbar_s | 0.008 0.002 -0.006 0.041 0.001 0.023 0.002 0.029 0.046 0.008 0.026 -0.001 0.024 -0.005 -0.002 1.000 0.000 -0.000 0.001 -0.001 0.000 0.001 0.019 0.000 | -| omega_s | -0.042 -0.090 -0.001 -0.000 0.016 -0.016 0.252 0.002 -0.019 0.005 -0.008 -0.001 0.000 -0.221 -0.009 0.000 1.000 0.002 -0.014 -0.480 0.071 0.152 -0.003 0.581 | -| p4160_s | -0.089 -0.157 -0.049 -0.067 0.272 -0.068 -0.030 -0.155 -0.016 -0.096 -0.055 0.001 0.020 0.016 0.338 -0.000 0.002 1.000 0.009 0.003 -0.034 0.077 0.348 0.004 | -| phi_p | 0.003 -0.024 0.006 -0.005 0.006 0.007 -0.035 -0.002 -0.027 0.007 -0.001 0.001 0.003 0.026 0.001 0.001 -0.014 0.009 1.000 0.024 0.493 0.098 0.004 0.002 | -| rho_s | 0.085 0.150 0.006 -0.005 -0.033 0.035 -0.492 -0.007 0.001 -0.007 0.012 0.002 0.000 0.420 0.019 -0.001 -0.480 0.003 0.024 1.000 -0.063 0.027 0.006 -0.046 | -| phi_s | -0.011 0.077 -0.019 0.004 -0.049 -0.016 0.119 -0.001 0.015 -0.028 -0.007 0.000 -0.015 -0.109 -0.002 0.000 0.071 -0.034 0.493 -0.063 1.000 0.088 -0.017 0.025 | -| rho_p | -0.003 -0.284 0.043 -0.012 0.117 0.028 0.029 -0.003 -0.085 0.062 0.004 -0.000 0.028 -0.040 -0.001 0.001 0.152 0.077 0.098 0.027 0.088 1.000 0.028 -0.054 | -| p4040_p | -0.083 -0.036 -0.196 0.074 -0.138 -0.113 -0.056 0.026 -0.109 0.095 -0.222 0.022 -0.050 0.090 0.056 0.019 -0.003 0.348 0.004 0.006 -0.017 0.028 1.000 0.001 | -| omega_p | -0.010 -0.033 0.002 -0.002 0.008 -0.001 0.051 -0.000 -0.015 0.004 -0.002 -0.000 0.001 -0.046 -0.002 0.000 0.581 0.004 0.002 -0.046 0.025 -0.054 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3269193500997143}), (, {'error': 0.08059188737055645}), (, {'error': 0.1787286359206493}), (, {'error': 0.0928805505690804}), (, {'error': 0.2067046957907217}), (, {'error': 0.30752134926463537}), (, {'error': 0.028771789621393817}), (, {'error': 0.09354848851349029}), (, {'error': 0.024222308704243023}), (, {'error': 0.2489104003911322}), (, {'error': 0.031098337058612202}), (, {'error': 0.024279907652131005}), (, {'error': 0.23520729274114816}), (, {'error': 0.056645803094212965}), (, {'error': 0.20236167021871793}), (, {'error': 0.018375121600740063}), (, {'error': 1.3240174200886718}), (, {'error': 0.17377253578816432}), (, {'error': 0.18399229567049424}), (, {'error': 0.37375094847624746}), (, {'error': 1.022248770451636}), (, {'error': 0.5716935283611111}), (, {'error': 0.206820558951738}), (, {'error': 0.28043380844520893})]) -Toy 20/25 -Time taken: 1 h, 37 min -Projected time left: 24 min, 20 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1234 (1234 total) | -| EDM = 0.000845 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297104.7150221657 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.34 | 0.10 | | | -2 | 2 | | -| 2 | p4040_s | 0.63 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.68 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -1.49 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 7 | p4160_p | 4.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.662 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.25 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.25 | 0.23 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.98 | 0.07 | | | -2 | 2 | | -| 14| p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.29 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -5.52 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 21.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 5.94 | 0.23 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.14 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -6.28 | 0.30 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.301 -0.196 0.103 -0.028 -0.213 -0.170 -0.066 -0.212 -0.194 -0.178 0.041 0.007 -0.099 -0.053 0.007 -0.058 -0.113 0.005 0.104 -0.021 -0.025 -0.016 -0.014 | -| bplus_2 | 0.301 1.000 -0.113 0.052 -0.635 0.063 -0.254 -0.038 -0.240 -0.242 -0.062 0.018 0.043 0.022 0.061 0.003 -0.114 -0.142 0.078 0.140 0.112 -0.267 -0.003 -0.025 | -| p4040_s | -0.196 -0.113 1.000 -0.133 0.323 -0.091 -0.032 -0.488 0.035 -0.165 0.004 -0.009 0.115 0.043 0.180 -0.005 0.007 0.085 -0.015 -0.001 -0.035 0.049 -0.197 0.001 | -| p3770_p | 0.103 0.052 -0.133 1.000 -0.205 0.215 0.025 0.150 -0.056 0.046 -0.030 0.035 -0.273 -0.067 -0.075 0.039 -0.005 -0.049 0.003 0.000 0.007 -0.016 0.139 -0.001 | -| Ctt | -0.028 -0.635 0.323 -0.205 1.000 -0.319 0.046 -0.347 0.285 -0.030 0.235 -0.006 -0.117 0.060 0.214 -0.004 0.026 0.236 -0.022 -0.035 -0.050 0.100 -0.274 0.005 | -| Dbar_p | -0.213 0.063 -0.091 0.215 -0.319 1.000 -0.077 -0.052 0.116 -0.099 -0.081 -0.004 -0.120 -0.035 0.024 0.022 -0.020 -0.071 -0.002 0.041 -0.025 0.015 -0.111 -0.005 | -| bplus_0 | -0.170 -0.254 -0.032 0.025 0.046 -0.077 1.000 0.054 0.121 0.039 0.011 -0.010 -0.005 -0.925 -0.052 -0.003 0.194 -0.027 -0.024 -0.331 0.109 0.079 0.019 0.045 | -| p4160_p | -0.066 -0.038 -0.488 0.150 -0.347 -0.052 0.054 1.000 -0.051 0.322 -0.118 0.036 -0.026 0.033 -0.057 0.022 0.015 -0.099 -0.003 -0.031 0.009 -0.004 0.275 0.004 | -| jpsi_p | -0.212 -0.240 0.035 -0.056 0.285 0.116 0.121 -0.051 1.000 0.036 0.011 0.043 -0.066 -0.009 -0.003 0.042 -0.015 0.010 0.016 -0.021 0.044 -0.080 -0.083 -0.004 | -| p4415_p | -0.194 -0.242 -0.165 0.046 -0.030 -0.099 0.039 0.322 0.036 1.000 -0.045 0.011 0.004 0.082 -0.134 0.006 0.026 -0.139 -0.016 -0.039 -0.022 0.050 0.185 0.006 | -| psi2s_p | -0.178 -0.062 0.004 -0.030 0.235 -0.081 0.011 -0.118 0.011 -0.045 1.000 0.014 -0.415 0.036 0.026 0.020 0.003 -0.047 -0.003 -0.008 -0.002 0.002 -0.182 0.001 | -| DDstar_s | 0.041 0.018 -0.009 0.035 -0.006 -0.004 -0.010 0.036 0.043 0.011 0.014 1.000 0.025 -0.010 -0.004 -0.001 -0.004 -0.001 0.001 0.007 -0.001 -0.001 0.018 -0.001 | -| p3770_s | 0.007 0.043 0.115 -0.273 -0.117 -0.120 -0.005 -0.026 -0.066 0.004 -0.415 0.025 1.000 -0.007 0.013 0.021 0.005 0.024 -0.010 -0.007 -0.019 0.021 -0.064 0.001 | -| bplus_1 | -0.099 0.022 0.043 -0.067 0.060 -0.035 -0.925 0.033 -0.009 0.082 0.036 -0.010 -0.007 1.000 -0.026 -0.004 -0.172 0.025 0.028 0.280 -0.093 -0.081 0.032 -0.040 | -| p4415_s | -0.053 0.061 0.180 -0.075 0.214 0.024 -0.052 -0.057 -0.003 -0.134 0.026 -0.004 0.013 -0.026 1.000 -0.001 -0.011 0.309 -0.004 0.024 -0.019 0.014 -0.006 -0.003 | -| Dbar_s | 0.007 0.003 -0.005 0.039 -0.004 0.022 -0.003 0.022 0.042 0.006 0.020 -0.001 0.021 -0.004 -0.001 1.000 -0.001 -0.002 0.000 0.002 -0.001 0.001 0.011 -0.000 | -| omega_s | -0.058 -0.114 0.007 -0.005 0.026 -0.020 0.194 0.015 -0.015 0.026 0.003 -0.004 0.005 -0.172 -0.011 -0.001 1.000 0.010 -0.175 -0.579 -0.036 0.424 0.009 0.263 | -| p4160_s | -0.113 -0.142 0.085 -0.049 0.236 -0.071 -0.027 -0.099 0.010 -0.139 -0.047 -0.001 0.024 0.025 0.309 -0.002 0.010 1.000 -0.019 -0.004 -0.043 0.062 0.317 0.002 | -| phi_p | 0.005 0.078 -0.015 0.003 -0.022 -0.002 -0.024 -0.003 0.016 -0.016 -0.003 0.001 -0.010 0.028 -0.004 0.000 -0.175 -0.019 1.000 0.109 0.553 -0.272 -0.004 -0.035 | -| rho_s | 0.104 0.140 -0.001 0.000 -0.035 0.041 -0.331 -0.031 -0.021 -0.039 -0.008 0.007 -0.007 0.280 0.024 0.002 -0.579 -0.004 0.109 1.000 -0.028 -0.036 -0.017 -0.127 | -| phi_s | -0.021 0.112 -0.035 0.007 -0.050 -0.025 0.109 0.009 0.044 -0.022 -0.002 -0.001 -0.019 -0.093 -0.019 -0.001 -0.036 -0.043 0.553 -0.028 1.000 -0.145 0.000 -0.001 | -| rho_p | -0.025 -0.267 0.049 -0.016 0.100 0.015 0.079 -0.004 -0.080 0.050 0.002 -0.001 0.021 -0.081 0.014 0.001 0.424 0.062 -0.272 -0.036 -0.145 1.000 0.002 0.036 | -| p4040_p | -0.016 -0.003 -0.197 0.139 -0.274 -0.111 0.019 0.275 -0.083 0.185 -0.182 0.018 -0.064 0.032 -0.006 0.011 0.009 0.317 -0.004 -0.017 0.000 0.002 1.000 0.002 | -| omega_p | -0.014 -0.025 0.001 -0.001 0.005 -0.005 0.045 0.004 -0.004 0.006 0.001 -0.001 0.001 -0.040 -0.003 -0.000 0.263 0.002 -0.035 -0.127 -0.001 0.036 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3333490378435653}), (, {'error': 0.09912556557374663}), (, {'error': 0.17366083746316477}), (, {'error': 0.09200940609178065}), (, {'error': 0.20103631898883817}), (, {'error': 0.29691285496381603}), (, {'error': 0.037027415123555674}), (, {'error': 0.09844362937104467}), (, {'error': 0.023925975501917662}), (, {'error': 0.18683148454706444}), (, {'error': 0.03172313213141287}), (, {'error': 0.021822430998253983}), (, {'error': 0.22747605129770987}), (, {'error': 0.06921375622575976}), (, {'error': 0.19186847174088445}), (, {'error': 0.016772874966361706}), (, {'error': 3.164775264055075}), (, {'error': 0.16400579040407082}), (, {'error': 0.16502039120095535}), (, {'error': 0.3518736345214123}), (, {'error': 1.024181477010865}), (, {'error': 0.22844603386853546}), (, {'error': 0.2917731686031235}), (, {'error': 0.29732752937583085})]) -Toy 21/25 -Time taken: 1 h, 43 min -Projected time left: 19 min, 36 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1373 (1373 total) | -| EDM = 0.0066 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297145.861978602 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.21 | 0.07 | | | -2 | 2 | | -| 2 | p4040_s | 0.71 | 0.11 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.92 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.08 | 0.19 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.432 | 0.007 | | | -2 | 2 | | -| 7 | p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.58 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -2.13 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.863 | 0.014 | | | -2 | 2 | | -| 14| p4415_s | 1.25 | 0.10 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.03 | 0.21 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.06 | 0.10 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -5.38 | 0.07 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.41 | 0.17 | | |0.0253049| 2.0747 | | -| 20| phi_s | 22.2 | 0.5 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -0.44 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | -2.55 | 0.32 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -5.12 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.926 0.658 0.582 0.930 -0.975 0.917 0.845 0.904 0.710 0.856 0.626 0.913 0.917 -0.099 -0.969 0.018 0.506 -0.069 -0.130 -0.116 0.544 0.882 -0.021 | -| bplus_2 | 0.926 1.000 0.654 0.574 0.895 -0.953 0.888 0.833 0.894 0.695 0.850 0.608 0.897 0.889 -0.090 -0.950 0.015 0.495 -0.067 -0.121 -0.098 0.507 0.864 -0.022 | -| p4040_s | 0.658 0.654 1.000 0.432 0.675 -0.688 0.634 0.561 0.650 0.486 0.601 0.424 0.660 0.635 -0.065 -0.688 0.013 0.321 -0.047 -0.093 -0.084 0.387 0.623 -0.014 | -| p3770_p | 0.582 0.574 0.432 1.000 0.573 -0.608 0.577 0.548 0.571 0.463 0.538 0.405 0.547 0.576 -0.064 -0.594 0.011 0.330 -0.042 -0.081 -0.071 0.335 0.564 -0.013 | -| Ctt | 0.930 0.895 0.675 0.573 1.000 -0.957 0.903 0.827 0.890 0.705 0.863 0.618 0.900 0.904 -0.068 -0.952 0.017 0.521 -0.066 -0.126 -0.110 0.528 0.859 -0.020 | -| Dbar_p | -0.975 -0.953 -0.688 -0.608 -0.957 1.000 -0.944 -0.881 -0.941 -0.741 -0.890 -0.643 -0.945 -0.945 0.103 0.990 -0.018 -0.527 0.070 0.133 0.118 -0.559 -0.912 0.021 | -| bplus_0 | 0.917 0.888 0.634 0.577 0.903 -0.944 1.000 0.838 0.882 0.697 0.836 0.589 0.889 0.868 -0.127 -0.943 0.016 0.478 -0.065 -0.131 -0.101 0.514 0.864 -0.022 | -| p4160_p | 0.845 0.833 0.561 0.548 0.827 -0.881 0.838 1.000 0.831 0.678 0.782 0.574 0.830 0.839 -0.056 -0.873 0.016 0.458 -0.062 -0.118 -0.104 0.493 0.800 -0.019 | -| jpsi_p | 0.904 0.894 0.650 0.571 0.890 -0.941 0.882 0.831 1.000 0.698 0.844 0.600 0.891 0.884 -0.103 -0.933 0.018 0.493 -0.066 -0.127 -0.115 0.526 0.857 -0.019 | -| p4415_p | 0.710 0.695 0.486 0.463 0.705 -0.741 0.697 0.678 0.698 1.000 0.655 0.471 0.701 0.699 -0.091 -0.738 0.014 0.349 -0.052 -0.100 -0.089 0.415 0.688 -0.015 | -| psi2s_p | 0.856 0.850 0.601 0.538 0.863 -0.890 0.836 0.782 0.844 0.655 1.000 0.568 0.820 0.837 -0.099 -0.883 0.017 0.456 -0.062 -0.119 -0.107 0.498 0.802 -0.018 | -| DDstar_s | 0.626 0.608 0.424 0.405 0.618 -0.643 0.589 0.574 0.600 0.471 0.568 1.000 0.608 0.589 -0.094 -0.643 0.011 0.319 -0.044 -0.083 -0.074 0.353 0.590 -0.013 | -| p3770_s | 0.913 0.897 0.660 0.547 0.900 -0.945 0.889 0.830 0.891 0.701 0.820 0.608 1.000 0.890 -0.095 -0.938 0.018 0.502 -0.066 -0.127 -0.113 0.528 0.854 -0.020 | -| bplus_1 | 0.917 0.889 0.635 0.576 0.904 -0.945 0.868 0.839 0.884 0.699 0.837 0.589 0.890 1.000 -0.128 -0.944 0.016 0.478 -0.065 -0.125 -0.104 0.513 0.865 -0.021 | -| p4415_s | -0.099 -0.090 -0.065 -0.064 -0.068 0.103 -0.127 -0.056 -0.103 -0.091 -0.099 -0.094 -0.095 -0.128 1.000 0.098 -0.002 -0.007 0.009 0.014 0.011 -0.061 -0.077 0.003 | -| Dbar_s | -0.969 -0.950 -0.688 -0.594 -0.952 0.990 -0.943 -0.873 -0.933 -0.738 -0.883 -0.643 -0.938 -0.944 0.098 1.000 -0.018 -0.529 0.070 0.133 0.118 -0.557 -0.906 0.021 | -| omega_s | 0.018 0.015 0.013 0.011 0.017 -0.018 0.016 0.016 0.018 0.014 0.017 0.011 0.018 0.016 -0.002 -0.018 1.000 0.010 0.007 0.032 -0.005 0.013 0.017 -0.108 | -| p4160_s | 0.506 0.495 0.321 0.330 0.521 -0.527 0.478 0.458 0.493 0.349 0.456 0.319 0.502 0.478 -0.007 -0.529 0.010 1.000 -0.036 -0.072 -0.065 0.295 0.534 -0.010 | -| phi_p | -0.069 -0.067 -0.047 -0.042 -0.066 0.070 -0.065 -0.062 -0.066 -0.052 -0.062 -0.044 -0.066 -0.065 0.009 0.070 0.007 -0.036 1.000 0.042 0.167 -0.121 -0.064 0.018 | -| rho_s | -0.130 -0.121 -0.093 -0.081 -0.126 0.133 -0.131 -0.118 -0.127 -0.100 -0.119 -0.083 -0.127 -0.125 0.014 0.133 0.032 -0.072 0.042 1.000 0.002 -0.010 -0.122 0.252 | -| phi_s | -0.116 -0.098 -0.084 -0.071 -0.110 0.118 -0.101 -0.104 -0.115 -0.089 -0.107 -0.074 -0.113 -0.104 0.011 0.118 -0.005 -0.065 0.167 0.002 1.000 -0.072 -0.108 0.006 | -| rho_p | 0.544 0.507 0.387 0.335 0.528 -0.559 0.514 0.493 0.526 0.415 0.498 0.353 0.528 0.513 -0.061 -0.557 0.013 0.295 -0.121 -0.010 -0.072 1.000 0.510 -0.017 | -| p4040_p | 0.882 0.864 0.623 0.564 0.859 -0.912 0.864 0.800 0.857 0.688 0.802 0.590 0.854 0.865 -0.077 -0.906 0.017 0.534 -0.064 -0.122 -0.108 0.510 1.000 -0.019 | -| omega_p | -0.021 -0.022 -0.014 -0.013 -0.020 0.021 -0.022 -0.019 -0.019 -0.015 -0.018 -0.013 -0.020 -0.021 0.003 0.021 -0.108 -0.010 0.018 0.252 0.006 -0.017 -0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6329936759212409}), (, {'error': 0.0736218988857349}), (, {'error': 0.1134941665610475}), (, {'error': 0.07615955557454757}), (, {'error': 0.1864875588481193}), (, {'error': 11.058709311544128}), (, {'error': 0.006802775401394623}), (, {'error': 0.10765427439203856}), (, {'error': 0.03715805930191385}), (, {'error': 0.14087490135882907}), (, {'error': 0.035969978621666066}), (, {'error': 0.026263584515016036}), (, {'error': 0.3699560392562389}), (, {'error': 0.013736243554124172}), (, {'error': 0.09755431911346923}), (, {'error': 0.2056144823752621}), (, {'error': 3.429790208540832}), (, {'error': 0.09582882298979589}), (, {'error': 0.0737758409204381}), (, {'error': 0.16604419206974286}), (, {'error': 0.5468891503860309}), (, {'error': 0.19783509554995238}), (, {'error': 0.3150989399953219}), (, {'error': 0.09724125289487695})]) -Toy 22/25 -Time taken: 1 h, 49 min -Projected time left: 14 min, 51 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1785 (1785 total) | -| EDM = 2.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297433.401848716 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.49 | 0.09 | | | -2 | 2 | | -| 2 | p4040_s | 1.01 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.75 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.24 | 0.24 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.430 | 0.017 | | | -2 | 2 | | -| 7 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.55 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.57 | 0.25 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.77 | 0.03 | | | -2 | 2 | | -| 14| p4415_s | 0.19 | 0.21 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 0.63 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 21.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.11 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -5.7 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.058 -0.202 0.154 -0.207 -0.063 0.027 -0.005 0.523 -0.053 0.219 0.011 0.228 -0.215 0.214 -0.006 -0.001 0.017 0.005 -0.049 -0.006 0.015 0.399 -0.008 | -| bplus_2 | -0.058 1.000 0.243 -0.038 0.807 0.011 -0.062 -0.001 -0.354 -0.092 0.059 0.015 -0.192 -0.212 0.312 0.016 0.000 -0.005 -0.042 0.155 -0.127 -0.217 -0.048 0.050 | -| p4040_s | -0.202 0.243 1.000 -0.228 0.443 -0.159 0.007 0.010 -0.297 0.052 0.047 0.007 -0.115 0.055 -0.242 0.007 0.004 -0.018 -0.006 0.067 -0.019 -0.051 -0.376 0.020 | -| p3770_p | 0.154 -0.038 -0.228 1.000 -0.078 0.202 0.022 -0.003 0.165 -0.034 0.134 -0.020 -0.072 -0.100 0.149 -0.035 -0.007 0.010 0.005 -0.032 0.005 0.025 0.252 -0.013 | -| Ctt | -0.207 0.807 0.443 -0.078 1.000 0.227 0.023 0.000 -0.431 -0.050 0.217 0.002 -0.268 -0.224 0.103 0.027 0.006 -0.014 -0.008 0.110 -0.055 -0.117 -0.182 0.038 | -| Dbar_p | -0.063 0.011 -0.159 0.202 0.227 1.000 0.021 -0.004 0.317 -0.032 0.302 -0.002 0.323 -0.134 0.123 0.019 0.003 0.010 0.004 -0.020 -0.007 -0.001 0.293 0.001 | -| bplus_0 | 0.027 -0.062 0.007 0.022 0.023 0.021 1.000 -0.001 0.056 -0.017 0.017 -0.000 0.052 -0.903 0.058 -0.003 0.013 0.001 -0.023 0.301 -0.048 -0.072 0.050 0.075 | -| p4160_p | -0.005 -0.001 0.010 -0.003 0.000 -0.004 -0.001 1.000 -0.003 -0.000 0.000 -0.000 -0.003 0.002 0.002 -0.000 0.000 -0.002 0.000 -0.000 0.001 0.001 -0.006 -0.000 | -| jpsi_p | 0.523 -0.354 -0.297 0.165 -0.431 0.317 0.056 -0.003 1.000 -0.010 0.202 -0.007 0.361 -0.051 0.081 -0.021 -0.026 0.017 -0.016 -0.044 -0.029 0.023 0.352 -0.032 | -| p4415_p | -0.053 -0.092 0.052 -0.034 -0.050 -0.032 -0.017 -0.000 -0.010 1.000 -0.003 -0.004 -0.015 0.053 -0.257 -0.005 0.000 -0.003 0.005 -0.019 0.016 0.024 -0.040 -0.006 | -| psi2s_p | 0.219 0.059 0.047 0.134 0.217 0.302 0.017 0.000 0.202 -0.003 1.000 0.001 -0.251 -0.080 0.003 0.002 -0.004 0.003 -0.003 0.004 -0.017 -0.015 -0.014 0.000 | -| DDstar_s | 0.011 0.015 0.007 -0.020 0.002 -0.002 -0.000 -0.000 -0.007 -0.004 0.001 1.000 -0.009 -0.033 0.013 -0.001 -0.000 -0.000 0.000 -0.006 0.001 0.003 0.000 -0.002 | -| p3770_s | 0.228 -0.192 -0.115 -0.072 -0.268 0.323 0.052 -0.003 0.361 -0.015 -0.251 -0.009 1.000 -0.054 0.074 -0.004 -0.005 0.010 -0.006 -0.017 -0.015 0.005 0.265 -0.007 | -| bplus_1 | -0.215 -0.212 0.055 -0.100 -0.224 -0.134 -0.903 0.002 -0.051 0.053 -0.080 -0.033 -0.054 1.000 -0.219 -0.024 -0.012 -0.006 0.009 -0.252 0.044 0.065 -0.137 -0.066 | -| p4415_s | 0.214 0.312 -0.242 0.149 0.103 0.123 0.058 0.002 0.081 -0.257 0.003 0.013 0.074 -0.219 1.000 0.017 -0.001 0.013 -0.016 0.055 -0.054 -0.077 0.140 0.018 | -| Dbar_s | -0.006 0.016 0.007 -0.035 0.027 0.019 -0.003 -0.000 -0.021 -0.005 0.002 -0.001 -0.004 -0.024 0.017 1.000 -0.000 -0.000 0.001 -0.006 0.002 0.003 0.006 -0.002 | -| omega_s | -0.001 0.000 0.004 -0.007 0.006 0.003 0.013 0.000 -0.026 0.000 -0.004 -0.000 -0.005 -0.012 -0.001 -0.000 1.000 -0.000 -0.096 0.126 0.001 -0.045 -0.005 0.888 | -| p4160_s | 0.017 -0.005 -0.018 0.010 -0.014 0.010 0.001 -0.002 0.017 -0.003 0.003 -0.000 0.010 -0.006 0.013 -0.000 -0.000 1.000 0.000 -0.002 -0.000 0.001 0.006 -0.001 | -| phi_p | 0.005 -0.042 -0.006 0.005 -0.008 0.004 -0.023 0.000 -0.016 0.005 -0.003 0.000 -0.006 0.009 -0.016 0.001 -0.096 0.000 1.000 -0.141 0.655 0.205 -0.009 -0.095 | -| rho_s | -0.049 0.155 0.067 -0.032 0.110 -0.020 0.301 -0.000 -0.044 -0.019 0.004 -0.006 -0.017 -0.252 0.055 -0.006 0.126 -0.002 -0.141 1.000 -0.127 -0.450 -0.005 0.359 | -| phi_s | -0.006 -0.127 -0.019 0.005 -0.055 -0.007 -0.048 0.001 -0.029 0.016 -0.017 0.001 -0.015 0.044 -0.054 0.002 0.001 -0.000 0.655 -0.127 1.000 0.140 -0.028 -0.014 | -| rho_p | 0.015 -0.217 -0.051 0.025 -0.117 -0.001 -0.072 0.001 0.023 0.024 -0.015 0.003 0.005 0.065 -0.077 0.003 -0.045 0.001 0.205 -0.450 0.140 1.000 -0.018 -0.067 | -| p4040_p | 0.399 -0.048 -0.376 0.252 -0.182 0.293 0.050 -0.006 0.352 -0.040 -0.014 0.000 0.265 -0.137 0.140 0.006 -0.005 0.006 -0.009 -0.005 -0.028 -0.018 1.000 -0.002 | -| omega_p | -0.008 0.050 0.020 -0.013 0.038 0.001 0.075 -0.000 -0.032 -0.006 0.000 -0.002 -0.007 -0.066 0.018 -0.002 0.888 -0.001 -0.095 0.359 -0.014 -0.067 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3554837566529232}), (, {'error': 0.08774241297691021}), (, {'error': 0.18379580171378723}), (, {'error': 0.11493203480349745}), (, {'error': 0.23729197347048137}), (, {'error': 0.3268280227301248}), (, {'error': 0.01696499068169266}), (, {'error': 0.010492371071231243}), (, {'error': 0.03485731126110414}), (, {'error': 0.22384298220927024}), (, {'error': 0.03409670308258583}), (, {'error': 0.01467496400875562}), (, {'error': 0.24726780926931147}), (, {'error': 0.03180866731844478}), (, {'error': 0.20555688399199046}), (, {'error': 0.017222888537117398}), (, {'error': 4.0255349827394395}), (, {'error': 0.012011239474318813}), (, {'error': 0.19425450490859975}), (, {'error': 0.41631542329141646}), (, {'error': 1.078896677040035}), (, {'error': 1.1305961423665751}), (, {'error': 0.17197476038668036}), (, {'error': 0.5121559895417049})]) -Toy 23/25 -Time taken: 1 h, 56 min -Projected time left: 10 min, 4 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1503 (1503 total) | -| EDM = 0.000189 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297253.3372635607 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.27 | 0.09 | | | -2 | 2 | | -| 2 | p4040_s | 1.20 | 0.21 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | -2.63 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.06 | 0.19 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | 0.499 | 0.013 | | | -2 | 2 | | -| 7 | p4160_p | -2.15 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.70 | 0.08 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 3.92 | 0.21 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.79 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.6 | 0.5 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | -0.880 | 0.027 | | | -2 | 2 | | -| 14| p4415_s | 1.25 | 0.20 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | -5.58 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 0.4 | 0.3 | | |0.0253049| 2.0747 | | -| 20| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 21| rho_p | -1.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 3.33 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| omega_p | -0.11 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.146 0.126 -0.175 0.029 0.002 -0.421 -0.061 0.031 0.134 0.031 0.247 -0.059 -0.543 0.040 -0.030 0.025 0.130 0.003 -0.007 0.002 -0.129 0.024 0.016 | -| bplus_2 | 0.146 1.000 0.332 -0.452 0.126 -0.481 -0.026 -0.426 -0.508 -0.150 -0.419 -0.304 -0.447 -0.048 0.047 -0.046 0.028 0.252 -0.107 -0.274 -0.127 0.231 -0.395 -0.032 | -| p4040_s | 0.126 0.332 1.000 -0.596 -0.157 -0.600 0.149 -0.699 -0.580 -0.464 -0.496 -0.428 -0.505 0.180 0.267 -0.054 -0.018 0.089 -0.030 -0.013 -0.009 0.089 -0.596 -0.022 | -| p3770_p | -0.175 -0.452 -0.596 1.000 0.482 0.858 -0.150 0.816 0.826 0.531 0.771 0.598 0.748 -0.195 -0.278 0.065 0.025 -0.253 0.038 0.000 0.002 -0.097 0.782 0.029 | -| Ctt | 0.029 0.126 -0.157 0.482 1.000 0.623 -0.205 0.405 0.495 0.349 0.633 0.572 0.502 -0.285 -0.004 0.067 0.032 0.037 0.005 -0.090 -0.033 -0.027 0.475 0.016 | -| Dbar_p | 0.002 -0.481 -0.600 0.858 0.623 1.000 -0.281 0.856 0.940 0.577 0.881 0.837 0.888 -0.355 -0.269 0.082 0.038 -0.262 0.039 -0.013 -0.002 -0.136 0.847 0.037 | -| bplus_0 | -0.421 -0.026 0.149 -0.150 -0.205 -0.281 1.000 -0.190 -0.229 -0.184 -0.229 -0.419 -0.181 -0.132 0.135 -0.023 -0.040 0.095 -0.023 0.012 -0.021 0.200 -0.201 -0.028 | -| p4160_p | -0.061 -0.426 -0.699 0.816 0.405 0.856 -0.190 1.000 0.852 0.624 0.750 0.577 0.790 -0.246 -0.277 0.075 0.030 -0.300 0.032 -0.017 -0.007 -0.098 0.754 0.030 | -| jpsi_p | 0.031 -0.508 -0.580 0.826 0.495 0.940 -0.229 0.852 1.000 0.571 0.850 0.710 0.863 -0.295 -0.276 0.075 0.034 -0.267 0.030 -0.022 -0.016 -0.113 0.824 0.032 | -| p4415_p | 0.134 -0.150 -0.464 0.531 0.349 0.577 -0.184 0.624 0.571 1.000 0.502 0.426 0.530 -0.256 -0.275 0.052 0.031 -0.233 0.006 -0.063 -0.029 -0.048 0.543 0.019 | -| psi2s_p | 0.031 -0.419 -0.496 0.771 0.633 0.881 -0.229 0.750 0.850 0.502 1.000 0.690 0.710 -0.293 -0.223 0.073 0.032 -0.248 0.033 -0.016 -0.006 -0.111 0.718 0.031 | -| DDstar_s | 0.247 -0.304 -0.428 0.598 0.572 0.837 -0.419 0.577 0.710 0.426 0.690 1.000 0.663 -0.537 -0.180 0.055 0.042 -0.178 0.028 -0.018 -0.004 -0.165 0.628 0.035 | -| p3770_s | -0.059 -0.447 -0.505 0.748 0.502 0.888 -0.181 0.790 0.863 0.530 0.710 0.663 1.000 -0.244 -0.239 0.077 0.032 -0.225 0.029 -0.029 -0.014 -0.092 0.772 0.030 | -| bplus_1 | -0.543 -0.048 0.180 -0.195 -0.285 -0.355 -0.132 -0.246 -0.295 -0.256 -0.293 -0.537 -0.244 1.000 0.168 -0.028 -0.008 0.083 -0.028 -0.035 -0.009 0.105 -0.269 -0.017 | -| p4415_s | 0.040 0.047 0.267 -0.278 -0.004 -0.269 0.135 -0.277 -0.276 -0.275 -0.223 -0.180 -0.239 0.168 1.000 -0.028 -0.014 0.373 -0.011 0.010 0.001 0.045 -0.194 -0.011 | -| Dbar_s | -0.030 -0.046 -0.054 0.065 0.067 0.082 -0.023 0.075 0.075 0.052 0.073 0.055 0.077 -0.028 -0.028 1.000 0.003 -0.020 0.004 0.002 0.001 -0.013 0.075 0.003 | -| omega_s | 0.025 0.028 -0.018 0.025 0.032 0.038 -0.040 0.030 0.034 0.031 0.032 0.042 0.032 -0.008 -0.014 0.003 1.000 -0.001 -0.101 -0.302 -0.038 -0.114 0.034 0.524 | -| p4160_s | 0.130 0.252 0.089 -0.253 0.037 -0.262 0.095 -0.300 -0.267 -0.233 -0.248 -0.178 -0.225 0.083 0.373 -0.020 -0.001 1.000 -0.034 -0.069 -0.037 0.087 -0.069 -0.015 | -| phi_p | 0.003 -0.107 -0.030 0.038 0.005 0.039 -0.023 0.032 0.030 0.006 0.033 0.028 0.029 -0.028 -0.011 0.004 -0.101 -0.034 1.000 0.305 0.625 -0.175 0.025 0.018 | -| rho_s | -0.007 -0.274 -0.013 0.000 -0.090 -0.013 0.012 -0.017 -0.022 -0.063 -0.016 -0.018 -0.029 -0.035 0.010 0.002 -0.302 -0.069 0.305 1.000 0.187 -0.327 -0.037 0.163 | -| phi_s | 0.002 -0.127 -0.009 0.002 -0.033 -0.002 -0.021 -0.007 -0.016 -0.029 -0.006 -0.004 -0.014 -0.009 0.001 0.001 -0.038 -0.037 0.625 0.187 1.000 -0.154 -0.017 0.030 | -| rho_p | -0.129 0.231 0.089 -0.097 -0.027 -0.136 0.200 -0.098 -0.113 -0.048 -0.111 -0.165 -0.092 0.105 0.045 -0.013 -0.114 0.087 -0.175 -0.327 -0.154 1.000 -0.089 -0.179 | -| p4040_p | 0.024 -0.395 -0.596 0.782 0.475 0.847 -0.201 0.754 0.824 0.543 0.718 0.628 0.772 -0.269 -0.194 0.075 0.034 -0.069 0.025 -0.037 -0.017 -0.089 1.000 0.029 | -| omega_p | 0.016 -0.032 -0.022 0.029 0.016 0.037 -0.028 0.030 0.032 0.019 0.031 0.035 0.030 -0.017 -0.011 0.003 0.524 -0.015 0.018 0.163 0.030 -0.179 0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.40664101897934124}), (, {'error': 0.08808846717151997}), (, {'error': 0.2139497564100067}), (, {'error': 0.24030683204454917}), (, {'error': 0.19225044015775428}), (, {'error': 7.0785217232688735}), (, {'error': 0.013432512869342439}), (, {'error': 0.2002295413677624}), (, {'error': 0.07737277898968475}), (, {'error': 0.20738957619070053}), (, {'error': 0.06437529164981548}), (, {'error': 0.5953080911628942}), (, {'error': 0.49073785463920117}), (, {'error': 0.02726118779291653}), (, {'error': 0.19731114386381388}), (, {'error': 0.12569100744638073}), (, {'error': 1.0166227924676035}), (, {'error': 0.1733341592645048}), (, {'error': 0.18322880133498254}), (, {'error': 0.3252030254821268}), (, {'error': 0.9971648647799611}), (, {'error': 0.9152535011380161}), (, {'error': 0.2784449353600218}), (, {'error': 0.2678558651787535})]) -Toy 24/25 -Time taken: 2 h, 2 min -Projected time left: 5 min, 6 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1317 (1317 total) | -| EDM = 8.69E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297560.6876370011 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.12 | 0.08 | | | -2 | 2 | | -| 2 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | p3770_p | 3.90 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.50 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_0 | -0.412 | 0.030 | | | -2 | 2 | | -| 7 | p4160_p | -1.96 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.689 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | p4415_p | 4.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | | -| 13| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 14| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 15| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p4160_s | 2.08 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_p | 5.63 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 20| phi_s | 15.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 21| rho_p | 6.17 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p4040_p | 4.18 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| omega_p | 6.28 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_2 p4040_s p3770_p Ctt Dbar_p bplus_0 p4160_p jpsi_p p4415_p psi2s_p DDstar_s p3770_s bplus_1 p4415_s Dbar_s omega_s p4160_s phi_p rho_s phi_s rho_p p4040_p omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.295 -0.208 0.121 -0.002 -0.256 -0.069 -0.071 -0.257 -0.200 -0.187 0.067 0.034 -0.236 -0.061 0.008 -0.046 -0.123 0.009 0.097 -0.012 -0.036 -0.013 0.006 | -| bplus_2 | 0.295 1.000 -0.139 0.055 -0.639 0.022 0.021 -0.042 -0.232 -0.257 -0.083 0.029 0.052 -0.256 0.045 0.005 0.023 -0.156 -0.012 -0.033 0.123 -0.191 -0.002 0.006 | -| p4040_s | -0.208 -0.139 1.000 -0.143 0.317 -0.089 -0.053 -0.474 0.035 -0.156 0.004 -0.014 0.108 0.078 0.184 -0.007 -0.013 0.118 0.005 0.022 -0.031 0.034 -0.183 -0.001 | -| p3770_p | 0.121 0.055 -0.143 1.000 -0.193 0.244 0.056 0.138 -0.034 0.034 0.018 0.040 -0.222 -0.112 -0.070 0.046 0.004 -0.054 -0.004 -0.010 0.007 -0.008 0.147 0.001 | -| Ctt | -0.002 -0.639 0.317 -0.193 1.000 -0.347 0.009 -0.320 0.257 -0.030 0.245 -0.009 -0.134 0.099 0.207 -0.009 -0.016 0.244 -0.001 0.015 -0.057 0.073 -0.262 -0.002 | -| Dbar_p | -0.256 0.022 -0.089 0.244 -0.347 1.000 -0.037 -0.046 0.150 -0.088 -0.068 -0.012 -0.114 -0.067 0.030 0.033 -0.023 -0.066 0.008 0.044 -0.020 0.007 -0.104 0.001 | -| bplus_0 | -0.069 0.021 -0.053 0.056 0.009 -0.037 1.000 0.020 0.127 -0.017 -0.005 -0.003 -0.005 -0.912 -0.028 -0.001 0.201 -0.043 -0.055 -0.381 0.096 0.146 -0.004 -0.019 | -| p4160_p | -0.071 -0.042 -0.474 0.138 -0.320 -0.046 0.020 1.000 -0.034 0.316 -0.110 0.047 -0.005 0.071 -0.046 0.029 0.014 -0.105 -0.005 -0.031 0.007 0.003 0.267 -0.001 | -| jpsi_p | -0.257 -0.232 0.035 -0.034 0.257 0.150 0.127 -0.034 1.000 0.047 0.026 0.052 -0.082 0.004 -0.002 0.058 0.020 0.011 -0.023 -0.063 0.031 -0.046 -0.077 0.003 | -| p4415_p | -0.200 -0.257 -0.156 0.034 -0.030 -0.088 -0.017 0.316 0.047 1.000 -0.035 0.012 0.012 0.153 -0.156 0.008 0.003 -0.160 -0.000 -0.013 -0.021 0.038 0.178 -0.002 | -| psi2s_p | -0.187 -0.083 0.004 0.018 0.245 -0.068 -0.005 -0.110 0.026 -0.035 1.000 0.016 -0.455 0.064 0.029 0.027 0.002 -0.035 -0.002 -0.008 -0.003 0.004 -0.176 -0.000 | -| DDstar_s | 0.067 0.029 -0.014 0.040 -0.009 -0.012 -0.003 0.047 0.052 0.012 0.016 1.000 0.039 -0.029 -0.008 -0.002 -0.004 -0.005 0.002 0.009 -0.000 -0.003 0.028 0.000 | -| p3770_s | 0.034 0.052 0.108 -0.222 -0.134 -0.114 -0.005 -0.005 -0.082 0.012 -0.455 0.039 1.000 -0.012 0.007 0.034 -0.002 0.028 -0.000 -0.001 -0.013 0.014 -0.036 -0.000 | -| bplus_1 | -0.236 -0.256 0.078 -0.112 0.099 -0.067 -0.912 0.071 0.004 0.153 0.064 -0.029 -0.012 1.000 -0.044 -0.009 -0.168 0.048 0.043 0.307 -0.086 -0.129 0.055 0.016 | -| p4415_s | -0.061 0.045 0.184 -0.070 0.207 0.030 -0.028 -0.046 -0.002 -0.156 0.029 -0.008 0.007 -0.044 1.000 -0.001 -0.014 0.311 0.004 0.027 -0.015 0.007 -0.006 0.001 | -| Dbar_s | 0.008 0.005 -0.007 0.046 -0.009 0.033 -0.001 0.029 0.058 0.008 0.027 -0.002 0.034 -0.009 -0.001 1.000 -0.001 -0.003 0.001 0.003 -0.001 0.001 0.019 -0.000 | -| omega_s | -0.046 0.023 -0.013 0.004 -0.016 -0.023 0.201 0.014 0.020 0.003 0.002 -0.004 -0.002 -0.168 -0.014 -0.001 1.000 -0.016 -0.040 -0.397 0.041 0.302 0.006 -0.212 | -| p4160_s | -0.123 -0.156 0.118 -0.054 0.244 -0.066 -0.043 -0.105 0.011 -0.160 -0.035 -0.005 0.028 0.048 0.311 -0.003 -0.016 1.000 0.005 0.026 -0.038 0.042 0.306 -0.001 | -| phi_p | 0.009 -0.012 0.005 -0.004 -0.001 0.008 -0.055 -0.005 -0.023 -0.000 -0.002 0.002 -0.000 0.043 0.004 0.001 -0.040 0.005 1.000 0.047 0.413 0.048 -0.002 0.004 | -| rho_s | 0.097 -0.033 0.022 -0.010 0.015 0.044 -0.381 -0.031 -0.063 -0.013 -0.008 0.009 -0.001 0.307 0.027 0.003 -0.397 0.026 0.047 1.000 0.007 0.084 -0.014 0.043 | -| phi_s | -0.012 0.123 -0.031 0.007 -0.057 -0.020 0.096 0.007 0.031 -0.021 -0.003 -0.000 -0.013 -0.086 -0.015 -0.001 0.041 -0.038 0.413 0.007 1.000 0.063 0.001 -0.006 | -| rho_p | -0.036 -0.191 0.034 -0.008 0.073 0.007 0.146 0.003 -0.046 0.038 0.004 -0.003 0.014 -0.129 0.007 0.001 0.302 0.042 0.048 0.084 0.063 1.000 0.003 -0.003 | -| p4040_p | -0.013 -0.002 -0.183 0.147 -0.262 -0.104 -0.004 0.267 -0.077 0.178 -0.176 0.028 -0.036 0.055 -0.006 0.019 0.006 0.306 -0.002 -0.014 0.001 0.003 1.000 -0.000 | -| omega_p | 0.006 0.006 -0.001 0.001 -0.002 0.001 -0.019 -0.001 0.003 -0.002 -0.000 0.000 -0.000 0.016 0.001 -0.000 -0.212 -0.001 0.004 0.043 -0.006 -0.003 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3979570448076837}), (, {'error': 0.08172178013375309}), (, {'error': 0.17411960221124717}), (, {'error': 0.10663528196977534}), (, {'error': 0.2005598836214333}), (, {'error': 0.33862373537183554}), (, {'error': 0.029790900115458596}), (, {'error': 0.10565989889675187}), (, {'error': 0.024338892760851216}), (, {'error': 0.2036755356982054}), (, {'error': 0.0318264812576059}), (, {'error': 0.03134578792220602}), (, {'error': 0.22616342825253533}), (, {'error': 0.06048837310271349}), (, {'error': 0.19196882309968055}), (, {'error': 0.023294183781320255}), (, {'error': 0.9959013262327252}), (, {'error': 0.16968042467153954}), (, {'error': 0.17564767275851256}), (, {'error': 0.35335729468598204}), (, {'error': 0.9316249504662188}), (, {'error': 0.24433546944447215}), (, {'error': 0.22991278286444228}), (, {'error': 0.22632367449342095})]) -Toy 25/25 -Time taken: 2 h, 8 min -Projected time left: -16/25 fits converged -Mean Ctt value = -0.39253675842977953 -Mean Ctt error = 0.18205268671801178 -95 Sensitivy = 0.000278402718226471 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247860.out b/finished fits/ff1data1/slurm-2247860.out deleted file mode 100644 index 014d535..0000000 --- a/finished fits/ff1data1/slurm-2247860.out +++ /dev/null @@ -1,5871 +0,0 @@ -Simulation starting -2019-09-05 16:52:50.242221: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:52:52.972458: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0a:00.0 -2019-09-05 16:52:52.973286: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:52.977988: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:52.981435: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:52.982084: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:52.986528: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:52.989565: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:52.996233: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:53.059748: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:53.061586: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:52:53.076947: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:52:53.077280: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ed5b9f8ba0 executing computations on platform Host. Devices: -2019-09-05 16:52:53.077321: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:52:53.101118: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0a:00.0 -2019-09-05 16:52:53.101334: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:53.101369: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:53.101396: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:53.101423: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:53.101449: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:53.101476: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:53.101502: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:53.173344: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:53.173544: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:54.878881: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:52:54.878939: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:52:54.878958: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:52:54.949721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0a:00.0, compute capability: 3.7) -2019-09-05 16:52:54.954339: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ed5bf55090 executing computations on platform CUDA. Devices: -2019-09-05 16:52:54.954401: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:52:57.592843 139738768172800 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:52:57.652494 139738768172800 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:52:58.165169 139738768172800 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:53:33.376123: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:53:42.715995 139738768172800 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317483.7913437 Edm = 59.5136 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317483.7913437 Edm = 59.5136 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302594.17741 Edm = 8.41461 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300209.666746 Edm = 31.7579 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 300201.0661794 Edm = 13.0408 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300189.7979519 Edm = 10.117 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299035.5492809 Edm = 110.596 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298443.320685 Edm = 167.925 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298299.0684853 Edm = 6.87646 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298291.3780282 Edm = 5.40741 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298279.3577558 Edm = 8.35783 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297893.9621796 Edm = 156.536 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297698.3754791 Edm = 1.59122 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297697.5531625 Edm = 0.0329165 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297697.348036 Edm = 0.235608 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297648.7162507 Edm = 9.88266 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297637.376265 Edm = 40.5613 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297606.5254282 Edm = 16.9229 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297565.3842809 Edm = 9.88582 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297560.0997916 Edm = 2.13592 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297558.6988305 Edm = 0.451046 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297558.3937149 Edm = 0.0868862 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297551.2450246 Edm = 7.24067 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297514.0108702 Edm = 25.1015 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297450.2026107 Edm = 2.49929 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297445.4538692 Edm = 0.924183 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297443.780647 Edm = 0.302618 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297442.7510494 Edm = 0.160618 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297442.3960851 Edm = 0.100149 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297441.7129998 Edm = 0.395621 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297439.2605132 Edm = 1.53243 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297438.7538716 Edm = 1.7811 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297435.3436243 Edm = 0.946832 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297433.6395517 Edm = 3.20083 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297430.8779905 Edm = 2.37631 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297427.3207372 Edm = 2.67962 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297425.9591873 Edm = 2.42746 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297421.5827731 Edm = 2.02788 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297416.8312117 Edm = 2.95658 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297410.820557 Edm = 3.16217 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297406.6766899 Edm = 11.8832 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297401.8022415 Edm = 1.19265 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297400.3973508 Edm = 2.10208 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297397.7559533 Edm = 0.504163 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297397.1304483 Edm = 0.185634 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297396.9930169 Edm = 0.0216615 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297396.9599586 Edm = 0.00522219 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297396.9408095 Edm = 0.0136272 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297396.6810099 Edm = 0.197934 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297391.1927623 Edm = 5.09338 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297363.2816666 Edm = 6.41229 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297359.2415017 Edm = 6.52286 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297357.1217229 Edm = 0.137058 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297356.551985 Edm = 0.485415 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297355.4467788 Edm = 0.757344 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297354.3606932 Edm = 0.226791 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297354.0291959 Edm = 0.42832 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297353.6173676 Edm = 0.208498 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297353.2803778 Edm = 0.0673489 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297353.0963943 Edm = 0.0210613 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297353.0701218 Edm = 0.0222681 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297353.0586318 Edm = 0.00599876 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297353.0457696 Edm = 0.00316327 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297353.0255345 Edm = 0.0119418 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297352.984916 Edm = 0.0470702 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297352.4633659 Edm = 0.477899 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297351.1471469 Edm = 3.39733 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297347.4903894 Edm = 1.13013 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297345.9855123 Edm = 1.15145 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297341.2382788 Edm = 3.33519 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297340.6275736 Edm = 4.25994 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297334.8140942 Edm = 1.30596 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297334.0551293 Edm = 0.258415 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297333.6334121 Edm = 0.29949 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297332.2716839 Edm = 0.596479 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297331.3991648 Edm = 0.674582 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297330.7561551 Edm = 0.208622 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297330.4342441 Edm = 0.162804 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297330.2665031 Edm = 0.0292026 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297330.2247625 Edm = 0.00990801 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297330.2153804 Edm = 0.00192136 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297330.2090463 Edm = 0.00396407 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297330.0465665 Edm = 0.159383 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297326.7834798 Edm = 3.01397 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297326.7663386 Edm = 0.00983027 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297326.7499067 Edm = 0.00974113 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297326.7020276 Edm = 0.0322029 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297325.3526575 Edm = 1.25596 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297316.7681694 Edm = 0.454771 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297316.2799462 Edm = 0.10406 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297315.9929241 Edm = 0.0376783 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297315.968498 Edm = 0.0282584 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297315.9525557 Edm = 0.0014362 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297315.9504295 Edm = 0.000649558 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297315.9407997 Edm = 0.00916448 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297315.6923631 Edm = 0.189696 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297314.0852688 Edm = 0.945886 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297311.0135104 Edm = 1.00004 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297310.4084293 Edm = 0.717992 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297309.8014789 Edm = 0.233488 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297309.2724035 Edm = 0.101939 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297309.0629949 Edm = 0.0288197 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297309.0250107 Edm = 0.0377852 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297309.0139729 Edm = 0.00191309 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297309.0110066 Edm = 0.00085945 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297309.0048353 Edm = 0.00557312 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297308.8312973 Edm = 0.10679 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297307.5709422 Edm = 2.01952 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297306.4238204 Edm = 1.84991 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297305.2338039 Edm = 2.14378 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297302.2442131 Edm = 1.17681 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297300.8736297 Edm = 0.220541 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297300.6502178 Edm = 0.184261 NCalls = 357 -VariableMetric: Iteration # 112 - FCN = 297300.4347005 Edm = 0.172895 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297300.147799 Edm = 0.0554645 NCalls = 363 -VariableMetric: Iteration # 114 - FCN = 297300.0994777 Edm = 0.00907682 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297300.0909979 Edm = 0.000796428 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297300.0899856 Edm = 0.000373275 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297300.0894348 Edm = 0.000316773 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297300.0847842 Edm = 0.00421874 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297299.7421125 Edm = 0.283472 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297297.4528805 Edm = 0.86476 NCalls = 384 -VariableMetric: Iteration # 121 - FCN = 297297.187706 Edm = 0.0481784 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297297.1560405 Edm = 0.00108121 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297297.155046 Edm = 3.89776e-05 NCalls = 388 -VariableMetric: After Hessian - FCN = 297297.155046 Edm = 23078.8 NCalls = 861 -VariableMetric: Iteration # 124 - FCN = 297297.155046 Edm = 23078.8 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297293.9437369 Edm = 6830.39 NCalls = 872 -VariableMetric: Iteration # 126 - FCN = 297291.5420286 Edm = 0.139717 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297290.9906149 Edm = 0.0612076 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297290.7984879 Edm = 0.0626655 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297290.7338046 Edm = 0.0472371 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297290.5878901 Edm = 0.0259442 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297287.7441481 Edm = 1.96571 NCalls = 893 -VariableMetric: Iteration # 132 - FCN = 297287.5821832 Edm = 1.35598 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297283.6779235 Edm = 2.15162 NCalls = 903 -VariableMetric: Iteration # 134 - FCN = 297283.2200237 Edm = 0.581736 NCalls = 905 -VariableMetric: Iteration # 135 - FCN = 297282.7376261 Edm = 0.171804 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297282.4357658 Edm = 0.104229 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297282.2525543 Edm = 0.0703187 NCalls = 910 -VariableMetric: Iteration # 138 - FCN = 297282.1446269 Edm = 0.0513542 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297281.9735921 Edm = 0.0307545 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297281.8975183 Edm = 0.0248828 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297281.8050882 Edm = 0.00596847 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297281.7936766 Edm = 0.00405427 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297281.7755611 Edm = 0.00207601 NCalls = 923 -VariableMetric: Iteration # 144 - FCN = 297281.7692668 Edm = 0.00224201 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 297281.7643261 Edm = 0.000511127 NCalls = 927 -VariableMetric: Iteration # 146 - FCN = 297281.7623756 Edm = 0.000622086 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297281.7612366 Edm = 0.000214518 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297281.7597001 Edm = 0.000709458 NCalls = 934 -VariableMetric: Iteration # 149 - FCN = 297281.7583729 Edm = 4.72033e-05 NCalls = 936 -VariableMetric: After Hessian - FCN = 297281.7583729 Edm = 0.00201027 NCalls = 1415 -VariableMetric: Iteration # 150 - FCN = 297281.7583729 Edm = 0.00201027 NCalls = 1415 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321589.6339599 Edm = 36.2565 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321589.6339599 Edm = 36.2565 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300309.4317854 Edm = 4.66091 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299450.0194024 Edm = 6.02454 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299447.2938084 Edm = 1.10869 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298509.996922 Edm = 31.1783 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298474.7138293 Edm = 5.06345 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297819.115971 Edm = 466.976 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297814.8745509 Edm = 24.4888 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297771.4071354 Edm = 26.4163 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297706.8679992 Edm = 32.7784 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297421.4610592 Edm = 20.0197 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297403.8898713 Edm = 0.114706 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297403.7361995 Edm = 0.0254171 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297403.5106404 Edm = 0.170435 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297376.1932846 Edm = 17.4567 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297323.549375 Edm = 4.474 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297319.5209994 Edm = 0.68392 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297318.3300803 Edm = 0.0727207 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297318.2352096 Edm = 0.00745663 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297318.1404616 Edm = 0.0907759 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297311.2123051 Edm = 5.00682 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297283.6291104 Edm = 0.935066 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297282.9078356 Edm = 0.0565958 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297282.8398149 Edm = 0.00905222 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297282.7574661 Edm = 0.0592322 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297272.2753458 Edm = 5.05043 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297260.7540123 Edm = 1.86744 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297258.7694319 Edm = 0.731514 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297257.1991858 Edm = 0.441657 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297256.0814763 Edm = 0.237964 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297255.8933038 Edm = 0.142441 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297255.7518543 Edm = 0.0277379 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297255.6870122 Edm = 0.00816749 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297255.6796452 Edm = 0.00232703 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297255.6739821 Edm = 0.00327668 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297255.5058076 Edm = 0.147738 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297253.414496 Edm = 3.2397 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297252.0990049 Edm = 0.983078 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297249.0189506 Edm = 1.79083 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297246.8100493 Edm = 0.960271 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297246.0924276 Edm = 0.460433 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297245.7168115 Edm = 0.535847 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297244.8581035 Edm = 0.594516 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297244.0612624 Edm = 1.65949 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297242.5977381 Edm = 0.662897 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297241.967659 Edm = 0.842487 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297240.9230968 Edm = 0.128951 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297240.6472528 Edm = 0.00850477 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297240.6370337 Edm = 0.0004827 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297240.6365886 Edm = 0.000418662 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297240.6351667 Edm = 0.00113054 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297240.5730286 Edm = 0.0574935 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297238.092221 Edm = 0.424416 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297237.7784688 Edm = 0.219321 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297237.6010555 Edm = 0.0757385 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297237.4100361 Edm = 0.0812965 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297237.2655027 Edm = 0.0892243 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297237.2317731 Edm = 0.0369501 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297237.1552636 Edm = 0.0146816 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297237.1214507 Edm = 0.0349684 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297237.09763 Edm = 0.0136757 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297237.0759013 Edm = 0.002693 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297237.0709482 Edm = 0.00110133 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297237.0701033 Edm = 0.000251923 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297237.0697863 Edm = 0.000126149 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297237.0674243 Edm = 0.00159746 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297237.0353174 Edm = 0.0328216 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297236.6291684 Edm = 0.657031 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297236.6253749 Edm = 0.00348543 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297236.5818139 Edm = 0.0385506 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297236.253477 Edm = 0.228961 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297235.5510505 Edm = 0.251774 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297235.1751638 Edm = 0.0742306 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297235.0745292 Edm = 0.0589085 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297234.9803529 Edm = 0.0312146 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297234.9296992 Edm = 0.012487 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297234.9108466 Edm = 0.00361474 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297234.9085125 Edm = 0.0017622 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297234.9069233 Edm = 0.000138052 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297234.9067187 Edm = 3.08848e-05 NCalls = 247 -VariableMetric: After Hessian - FCN = 297234.9067187 Edm = 2.29414 NCalls = 722 -VariableMetric: Iteration # 80 - FCN = 297234.9067187 Edm = 2.29414 NCalls = 722 -VariableMetric: Iteration # 81 - FCN = 297234.6073005 Edm = 1.20804 NCalls = 730 -VariableMetric: Iteration # 82 - FCN = 297233.5913065 Edm = 0.537432 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297233.4648376 Edm = 0.11052 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297233.3576839 Edm = 0.252275 NCalls = 736 -VariableMetric: Iteration # 85 - FCN = 297233.1644142 Edm = 0.443734 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297233.0986343 Edm = 0.18049 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297232.8937715 Edm = 0.46846 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297232.6714505 Edm = 0.246121 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297232.4535462 Edm = 0.29277 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297232.3407665 Edm = 0.287662 NCalls = 755 -VariableMetric: Iteration # 91 - FCN = 297232.0514942 Edm = 0.262014 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297231.7760977 Edm = 0.428209 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297231.5988016 Edm = 0.252824 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297231.3796839 Edm = 0.858028 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297231.1711804 Edm = 0.803692 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297230.7607767 Edm = 1.18856 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297230.7127226 Edm = 0.0495291 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297230.5054582 Edm = 0.408381 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297230.2546738 Edm = 0.571752 NCalls = 787 -VariableMetric: Iteration # 100 - FCN = 297229.9410438 Edm = 0.295504 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297229.3556816 Edm = 0.392798 NCalls = 795 -VariableMetric: Iteration # 102 - FCN = 297229.3070306 Edm = 0.0861774 NCalls = 798 -VariableMetric: Iteration # 103 - FCN = 297228.995204 Edm = 0.3564 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297228.3110089 Edm = 0.713524 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297228.0555046 Edm = 0.680625 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297227.2785829 Edm = 0.783486 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297226.8401927 Edm = 3.97633 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297226.4325766 Edm = 0.800384 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297225.0118679 Edm = 1.55502 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297224.6892572 Edm = 1.10275 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297224.2787331 Edm = 0.449382 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297222.5075766 Edm = 2.7897 NCalls = 847 -VariableMetric: Iteration # 113 - FCN = 297221.8690173 Edm = 1.67307 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297220.197022 Edm = 4.3343 NCalls = 857 -VariableMetric: Iteration # 115 - FCN = 297218.7833026 Edm = 2.86622 NCalls = 863 -VariableMetric: Iteration # 116 - FCN = 297218.7049606 Edm = 0.140699 NCalls = 866 -VariableMetric: Iteration # 117 - FCN = 297216.1611547 Edm = 3.17785 NCalls = 872 -VariableMetric: Iteration # 118 - FCN = 297215.9536629 Edm = 0.412293 NCalls = 876 -VariableMetric: Iteration # 119 - FCN = 297213.193104 Edm = 2.27948 NCalls = 881 -VariableMetric: Iteration # 120 - FCN = 297209.0291546 Edm = 1.64328 NCalls = 887 -VariableMetric: Iteration # 121 - FCN = 297208.2829257 Edm = 1.20477 NCalls = 889 -VariableMetric: Iteration # 122 - FCN = 297207.5876331 Edm = 0.805105 NCalls = 891 -VariableMetric: Iteration # 123 - FCN = 297207.2118914 Edm = 0.14688 NCalls = 893 -VariableMetric: Iteration # 124 - FCN = 297207.0950079 Edm = 0.0341457 NCalls = 895 -VariableMetric: Iteration # 125 - FCN = 297207.0054721 Edm = 0.0500626 NCalls = 897 -VariableMetric: Iteration # 126 - FCN = 297206.9572177 Edm = 0.0421039 NCalls = 899 -VariableMetric: Iteration # 127 - FCN = 297206.8877439 Edm = 0.0220333 NCalls = 902 -VariableMetric: Iteration # 128 - FCN = 297206.8530488 Edm = 0.0110807 NCalls = 904 -VariableMetric: Iteration # 129 - FCN = 297206.8246165 Edm = 0.0122052 NCalls = 906 -VariableMetric: Iteration # 130 - FCN = 297206.7967261 Edm = 0.00779934 NCalls = 908 -VariableMetric: Iteration # 131 - FCN = 297206.7856134 Edm = 0.00332323 NCalls = 910 -VariableMetric: Iteration # 132 - FCN = 297206.7722592 Edm = 0.00880166 NCalls = 913 -VariableMetric: Iteration # 133 - FCN = 297206.7541632 Edm = 0.004011 NCalls = 915 -VariableMetric: Iteration # 134 - FCN = 297206.7456423 Edm = 0.00326162 NCalls = 917 -VariableMetric: Iteration # 135 - FCN = 297206.7364302 Edm = 0.00103046 NCalls = 919 -VariableMetric: Iteration # 136 - FCN = 297206.7347406 Edm = 0.000323762 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297206.7340229 Edm = 0.000409887 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297206.7314528 Edm = 0.00114078 NCalls = 928 -VariableMetric: Iteration # 139 - FCN = 297206.729336 Edm = 0.000517387 NCalls = 930 -VariableMetric: Iteration # 140 - FCN = 297206.7285627 Edm = 0.000189698 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297206.72826 Edm = 0.000250387 NCalls = 934 -VariableMetric: Iteration # 142 - FCN = 297206.7276651 Edm = 0.000534043 NCalls = 937 -VariableMetric: Iteration # 143 - FCN = 297206.7231423 Edm = 0.00056727 NCalls = 942 -VariableMetric: Iteration # 144 - FCN = 297206.7223902 Edm = 0.000165271 NCalls = 944 -VariableMetric: Iteration # 145 - FCN = 297206.7222566 Edm = 5.27867e-05 NCalls = 946 -VariableMetric: After Hessian - FCN = 297206.7222566 Edm = 0.189634 NCalls = 1425 -VariableMetric: Iteration # 146 - FCN = 297206.7222566 Edm = 0.189634 NCalls = 1425 -VariableMetric: Iteration # 147 - FCN = 297206.7213942 Edm = 0.011967 NCalls = 1428 -VariableMetric: Iteration # 148 - FCN = 297206.7163489 Edm = 0.00246548 NCalls = 1435 -VariableMetric: Iteration # 149 - FCN = 297206.7118918 Edm = 0.0110376 NCalls = 1437 -VariableMetric: Iteration # 150 - FCN = 297206.7087645 Edm = 0.00210332 NCalls = 1440 -VariableMetric: Iteration # 151 - FCN = 297206.6891827 Edm = 0.0201924 NCalls = 1444 -VariableMetric: Iteration # 152 - FCN = 297206.6815718 Edm = 0.00631056 NCalls = 1447 -VariableMetric: Iteration # 153 - FCN = 297206.6783652 Edm = 0.0057124 NCalls = 1450 -VariableMetric: Iteration # 154 - FCN = 297206.6653539 Edm = 0.00922868 NCalls = 1456 -VariableMetric: Iteration # 155 - FCN = 297206.6485937 Edm = 0.0055395 NCalls = 1460 -VariableMetric: Iteration # 156 - FCN = 297206.641884 Edm = 0.0254227 NCalls = 1463 -VariableMetric: Iteration # 157 - FCN = 297206.6192763 Edm = 0.018518 NCalls = 1468 -VariableMetric: Iteration # 158 - FCN = 297206.5929345 Edm = 0.0132804 NCalls = 1471 -VariableMetric: Iteration # 159 - FCN = 297206.577116 Edm = 0.0307664 NCalls = 1474 -VariableMetric: Iteration # 160 - FCN = 297206.5478395 Edm = 0.0154412 NCalls = 1476 -VariableMetric: Iteration # 161 - FCN = 297206.5323067 Edm = 0.0143866 NCalls = 1478 -VariableMetric: Iteration # 162 - FCN = 297206.4950231 Edm = 0.0112749 NCalls = 1481 -VariableMetric: Iteration # 163 - FCN = 297206.4803128 Edm = 0.0176355 NCalls = 1484 -VariableMetric: Iteration # 164 - FCN = 297206.4750574 Edm = 0.0202199 NCalls = 1486 -VariableMetric: Iteration # 165 - FCN = 297206.462355 Edm = 0.00353135 NCalls = 1489 -VariableMetric: Iteration # 166 - FCN = 297206.45206 Edm = 0.00161177 NCalls = 1491 -VariableMetric: Iteration # 167 - FCN = 297206.4474938 Edm = 0.00168145 NCalls = 1493 -VariableMetric: Iteration # 168 - FCN = 297206.4462413 Edm = 0.000931806 NCalls = 1495 -VariableMetric: Iteration # 169 - FCN = 297206.4445878 Edm = 0.0011665 NCalls = 1497 -VariableMetric: Iteration # 170 - FCN = 297206.4416727 Edm = 0.00138134 NCalls = 1499 -VariableMetric: Iteration # 171 - FCN = 297206.4344118 Edm = 0.0026128 NCalls = 1501 -VariableMetric: Iteration # 172 - FCN = 297206.4265522 Edm = 0.0058355 NCalls = 1504 -VariableMetric: Iteration # 173 - FCN = 297206.4219987 Edm = 0.00282611 NCalls = 1507 -VariableMetric: Iteration # 174 - FCN = 297206.4168082 Edm = 0.000691262 NCalls = 1509 -VariableMetric: Iteration # 175 - FCN = 297206.4157706 Edm = 0.000255346 NCalls = 1511 -VariableMetric: Iteration # 176 - FCN = 297206.4155516 Edm = 9.05737e-05 NCalls = 1513 -VariableMetric: Iteration # 177 - FCN = 297206.4153746 Edm = 5.34132e-05 NCalls = 1515 -VariableMetric: After Hessian - FCN = 297206.4153746 Edm = 0.114371 NCalls = 2000 -VariableMetric: Iteration # 178 - FCN = 297206.4153746 Edm = 0.114371 NCalls = 2000 -VariableMetric: Iteration # 179 - FCN = 297206.4143889 Edm = 0.152927 NCalls = 2003 -VariableMetric: Iteration # 180 - FCN = 297206.4143728 Edm = 304.155 NCalls = 2009 -VariableMetric: Iteration # 181 - FCN = 297206.4143335 Edm = 2.95216 NCalls = 2015 -VariableMetric: Iteration # 182 - FCN = 297206.414325 Edm = 8.34953 NCalls = 2020 -VariableMetric: Iteration # 183 - FCN = 297206.4142857 Edm = 0.3857 NCalls = 2025 -VariableMetric: Iteration # 184 - FCN = 297206.414271 Edm = 0.205467 NCalls = 2030 -VariableMetric: Iteration # 185 - FCN = 297206.4142543 Edm = 0.366695 NCalls = 2034 -VariableMetric: Iteration # 186 - FCN = 297206.4141587 Edm = 1.01507 NCalls = 2038 -VariableMetric: Iteration # 187 - FCN = 297206.4140005 Edm = 1.10091 NCalls = 2041 -VariableMetric: Iteration # 188 - FCN = 297206.4139547 Edm = 0.447607 NCalls = 2045 -VariableMetric: Iteration # 189 - FCN = 297206.4137599 Edm = 1.68008 NCalls = 2048 -VariableMetric: Iteration # 190 - FCN = 297206.4125909 Edm = 5.504 NCalls = 2051 -VariableMetric: Iteration # 191 - FCN = 297206.4117604 Edm = 1.60561 NCalls = 2054 -VariableMetric: Iteration # 192 - FCN = 297206.4114508 Edm = 1.18943 NCalls = 2057 -VariableMetric: Iteration # 193 - FCN = 297206.4102922 Edm = 0.322576 NCalls = 2060 -VariableMetric: Iteration # 194 - FCN = 297206.410026 Edm = 0.0307151 NCalls = 2063 -VariableMetric: Iteration # 195 - FCN = 297206.4099527 Edm = 0.0262626 NCalls = 2066 -VariableMetric: Iteration # 196 - FCN = 297206.409757 Edm = 0.0482248 NCalls = 2069 -VariableMetric: Iteration # 197 - FCN = 297206.4095493 Edm = 0.0104111 NCalls = 2072 -VariableMetric: Iteration # 198 - FCN = 297206.4094433 Edm = 0.021822 NCalls = 2075 -VariableMetric: Iteration # 199 - FCN = 297206.4091801 Edm = 0.00965738 NCalls = 2077 -VariableMetric: Iteration # 200 - FCN = 297206.4090519 Edm = 0.0167349 NCalls = 2079 -VariableMetric: Iteration # 201 - FCN = 297206.4084686 Edm = 0.00083323 NCalls = 2081 -VariableMetric: Iteration # 202 - FCN = 297206.405702 Edm = 0.00813814 NCalls = 2084 -VariableMetric: Iteration # 203 - FCN = 297206.4032081 Edm = 0.00283381 NCalls = 2087 -VariableMetric: Iteration # 204 - FCN = 297206.3998323 Edm = 0.0136453 NCalls = 2090 -VariableMetric: Iteration # 205 - FCN = 297206.3952232 Edm = 0.0028005 NCalls = 2094 -VariableMetric: Iteration # 206 - FCN = 297206.3940749 Edm = 0.00336551 NCalls = 2096 -VariableMetric: Iteration # 207 - FCN = 297206.3930119 Edm = 0.00338646 NCalls = 2099 -VariableMetric: Iteration # 208 - FCN = 297206.3879154 Edm = 0.00605511 NCalls = 2103 -VariableMetric: Iteration # 209 - FCN = 297206.3861215 Edm = 0.00301834 NCalls = 2106 -VariableMetric: Iteration # 210 - FCN = 297206.3838895 Edm = 0.00141308 NCalls = 2110 -VariableMetric: Iteration # 211 - FCN = 297206.379945 Edm = 0.00235137 NCalls = 2112 -VariableMetric: Iteration # 212 - FCN = 297206.3779829 Edm = 0.000830622 NCalls = 2114 -VariableMetric: Iteration # 213 - FCN = 297206.3767226 Edm = 0.000255862 NCalls = 2117 -VariableMetric: Iteration # 214 - FCN = 297206.3765086 Edm = 0.000241105 NCalls = 2119 -VariableMetric: Iteration # 215 - FCN = 297206.3763668 Edm = 6.21357e-05 NCalls = 2121 -VariableMetric: After Hessian - FCN = 297206.3763668 Edm = 0.004101 NCalls = 2608 -VariableMetric: Iteration # 216 - FCN = 297206.3763668 Edm = 0.004101 NCalls = 2608 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301326.6090331 Edm = 18.5346 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301326.6090331 Edm = 18.5346 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300138.5735281 Edm = 3.19469 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300129.8567549 Edm = 4.54186 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299474.4971362 Edm = 561.655 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298694.1681663 Edm = 2.49494 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298689.2743785 Edm = 0.269789 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298686.9110812 Edm = 1.76984 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298490.0238653 Edm = 1.8657 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298487.1912028 Edm = 0.263152 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298486.7441829 Edm = 0.187673 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298464.3754668 Edm = 12.3774 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298423.7550973 Edm = 0.412197 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298423.1569354 Edm = 0.27375 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 298421.5930544 Edm = 1.18982 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 298152.9333624 Edm = 147.239 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298150.5460704 Edm = 4.35281 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298116.5067628 Edm = 25.0334 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 298062.9632579 Edm = 6.16713 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 298055.8091253 Edm = 0.431324 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 298049.2160863 Edm = 4.7136 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297956.3741895 Edm = 48.2249 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297900.1506385 Edm = 0.952299 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297899.0938543 Edm = 0.0582422 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297898.7744065 Edm = 0.227207 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297891.0395155 Edm = 5.7508 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297772.539419 Edm = 29.3096 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297746.7933277 Edm = 38.2623 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297725.2211998 Edm = 2.9771 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297718.0160952 Edm = 1.38409 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297715.5849546 Edm = 0.620969 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297714.5600848 Edm = 0.127162 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297714.3629504 Edm = 0.0704771 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297713.8457884 Edm = 0.34153 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297708.3201491 Edm = 4.05799 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297604.836725 Edm = 13.5452 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297596.4191049 Edm = 3.40474 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297592.2969937 Edm = 0.669237 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297591.5293732 Edm = 0.190217 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297591.3687468 Edm = 0.00538107 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297591.3600577 Edm = 0.0046937 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297591.3041313 Edm = 0.0523813 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297580.2665779 Edm = 9.44693 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297543.4443531 Edm = 2.71473 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297541.1427679 Edm = 5.16379 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297538.8239947 Edm = 1.00424 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297537.2842766 Edm = 0.530744 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297536.3706589 Edm = 0.287594 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297535.8575631 Edm = 0.0827797 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297535.8155447 Edm = 0.0249871 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297535.7931276 Edm = 0.00938871 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297535.7723915 Edm = 0.00686682 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297535.7408497 Edm = 0.0217219 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297535.4606288 Edm = 7.27873 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297535.3253472 Edm = 0.264534 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297535.1467627 Edm = 0.0515027 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297534.9504786 Edm = 0.0838956 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297534.7644201 Edm = 0.170061 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297533.7387695 Edm = 0.919565 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297533.0980428 Edm = 0.398032 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297532.979337 Edm = 0.187706 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297532.8351463 Edm = 0.0728298 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297532.8095668 Edm = 0.0189848 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297532.7862112 Edm = 0.00302437 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297532.7786584 Edm = 0.00504235 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297532.747838 Edm = 0.0103086 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297532.6919927 Edm = 0.0377232 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297532.4366354 Edm = 0.236855 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297529.466432 Edm = 2.46618 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297522.3563234 Edm = 3.44819 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297520.5234219 Edm = 1.35302 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297519.7157983 Edm = 0.914331 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297519.2795881 Edm = 0.116018 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297518.9416427 Edm = 0.129419 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297518.6956809 Edm = 0.273403 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297518.4770359 Edm = 0.161353 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297518.2149838 Edm = 0.054966 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297518.0641069 Edm = 0.0340374 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297518.0077801 Edm = 0.0155937 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297518.0016074 Edm = 0.00352501 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297517.9956557 Edm = 0.000616848 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297517.9942281 Edm = 0.000853196 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297517.9793359 Edm = 0.0117171 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297517.8608339 Edm = 0.114361 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297516.9743842 Edm = 1.44144 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297515.3784974 Edm = 3.21814 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297514.383708 Edm = 1.64512 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297514.0088574 Edm = 0.322857 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297512.5625318 Edm = 0.230972 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297512.4251222 Edm = 0.0292594 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297512.3839601 Edm = 0.0112349 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297512.348601 Edm = 0.00935399 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297512.3374446 Edm = 0.00105865 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297512.3352882 Edm = 0.00115411 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297512.3258333 Edm = 0.00737724 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297512.0252761 Edm = 0.276758 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297511.8896748 Edm = 0.152256 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297511.4155534 Edm = 0.328383 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297510.4426182 Edm = 0.175159 NCalls = 335 -VariableMetric: Iteration # 98 - FCN = 297510.2729019 Edm = 0.342214 NCalls = 337 -VariableMetric: Iteration # 99 - FCN = 297510.1128325 Edm = 0.108727 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297509.835845 Edm = 0.157549 NCalls = 343 -VariableMetric: Iteration # 101 - FCN = 297509.3311954 Edm = 0.385798 NCalls = 347 -VariableMetric: Iteration # 102 - FCN = 297509.1667274 Edm = 0.248875 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297508.8590274 Edm = 0.0629455 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297508.6780274 Edm = 0.0918363 NCalls = 356 -VariableMetric: Iteration # 105 - FCN = 297508.6334559 Edm = 0.0178325 NCalls = 358 -VariableMetric: Iteration # 106 - FCN = 297508.6080022 Edm = 0.00158392 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297508.605418 Edm = 0.000271542 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297508.6046867 Edm = 0.000525104 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297508.5914568 Edm = 0.0142006 NCalls = 369 -VariableMetric: Iteration # 110 - FCN = 297508.4710158 Edm = 0.106801 NCalls = 376 -VariableMetric: Iteration # 111 - FCN = 297507.6144206 Edm = 0.585914 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297507.2762311 Edm = 1.05621 NCalls = 384 -VariableMetric: Iteration # 113 - FCN = 297506.7934087 Edm = 0.0583593 NCalls = 386 -VariableMetric: Iteration # 114 - FCN = 297506.7104393 Edm = 0.0106346 NCalls = 388 -VariableMetric: Iteration # 115 - FCN = 297506.6777575 Edm = 0.0110399 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297506.6669095 Edm = 0.00504752 NCalls = 392 -VariableMetric: Iteration # 117 - FCN = 297506.6588245 Edm = 0.00187518 NCalls = 394 -VariableMetric: Iteration # 118 - FCN = 297506.6523723 Edm = 0.00149138 NCalls = 398 -VariableMetric: Iteration # 119 - FCN = 297506.6501061 Edm = 0.00188822 NCalls = 401 -VariableMetric: Iteration # 120 - FCN = 297506.6478398 Edm = 0.00119563 NCalls = 403 -VariableMetric: Iteration # 121 - FCN = 297506.6458475 Edm = 0.0015109 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297506.6454117 Edm = 0.000335805 NCalls = 408 -VariableMetric: Iteration # 123 - FCN = 297506.6450907 Edm = 0.00013501 NCalls = 410 -VariableMetric: Iteration # 124 - FCN = 297506.6440532 Edm = 0.00111415 NCalls = 413 -VariableMetric: Iteration # 125 - FCN = 297506.6366177 Edm = 0.00613754 NCalls = 419 -VariableMetric: Iteration # 126 - FCN = 297506.6245048 Edm = 0.0374953 NCalls = 424 -VariableMetric: Iteration # 127 - FCN = 297506.5624408 Edm = 0.0686503 NCalls = 431 -VariableMetric: Iteration # 128 - FCN = 297506.548965 Edm = 0.03824 NCalls = 434 -VariableMetric: Iteration # 129 - FCN = 297506.493869 Edm = 0.0844257 NCalls = 438 -VariableMetric: Iteration # 130 - FCN = 297506.4693691 Edm = 0.0115356 NCalls = 442 -VariableMetric: Iteration # 131 - FCN = 297506.458559 Edm = 0.00545461 NCalls = 444 -VariableMetric: Iteration # 132 - FCN = 297506.4546506 Edm = 0.000562239 NCalls = 446 -VariableMetric: Iteration # 133 - FCN = 297506.4533809 Edm = 0.000890266 NCalls = 448 -VariableMetric: Iteration # 134 - FCN = 297506.4149141 Edm = 0.0388549 NCalls = 453 -VariableMetric: Iteration # 135 - FCN = 297506.2344382 Edm = 0.152122 NCalls = 460 -VariableMetric: Iteration # 136 - FCN = 297505.9010779 Edm = 0.292531 NCalls = 465 -VariableMetric: Iteration # 137 - FCN = 297505.6225413 Edm = 0.0404366 NCalls = 468 -VariableMetric: Iteration # 138 - FCN = 297505.5682546 Edm = 0.0178696 NCalls = 470 -VariableMetric: Iteration # 139 - FCN = 297505.5154211 Edm = 0.0750887 NCalls = 472 -VariableMetric: Iteration # 140 - FCN = 297505.3621973 Edm = 0.0594056 NCalls = 477 -VariableMetric: Iteration # 141 - FCN = 297505.2640187 Edm = 0.0819382 NCalls = 480 -VariableMetric: Iteration # 142 - FCN = 297505.1980714 Edm = 0.0326778 NCalls = 483 -VariableMetric: Iteration # 143 - FCN = 297505.1214262 Edm = 0.0194771 NCalls = 485 -VariableMetric: Iteration # 144 - FCN = 297505.1087738 Edm = 0.00949245 NCalls = 487 -VariableMetric: Iteration # 145 - FCN = 297505.1033215 Edm = 0.0027012 NCalls = 489 -VariableMetric: Iteration # 146 - FCN = 297505.0949448 Edm = 0.0062358 NCalls = 492 -VariableMetric: Iteration # 147 - FCN = 297505.0696065 Edm = 0.018181 NCalls = 494 -VariableMetric: Iteration # 148 - FCN = 297505.052678 Edm = 0.00583406 NCalls = 497 -VariableMetric: Iteration # 149 - FCN = 297505.0464138 Edm = 0.000406134 NCalls = 499 -VariableMetric: Iteration # 150 - FCN = 297505.0457786 Edm = 0.000647372 NCalls = 502 -VariableMetric: Iteration # 151 - FCN = 297505.0451424 Edm = 0.000285291 NCalls = 504 -VariableMetric: Iteration # 152 - FCN = 297505.0446684 Edm = 3.57382e-05 NCalls = 506 -VariableMetric: After Hessian - FCN = 297505.0446684 Edm = 6.64239 NCalls = 983 -VariableMetric: Iteration # 153 - FCN = 297505.0446684 Edm = 6.64239 NCalls = 983 -VariableMetric: Iteration # 154 - FCN = 297504.3476341 Edm = 27.8661 NCalls = 985 -VariableMetric: Iteration # 155 - FCN = 297502.9151443 Edm = 0.422074 NCalls = 987 -VariableMetric: Iteration # 156 - FCN = 297501.7444662 Edm = 0.397866 NCalls = 994 -VariableMetric: Iteration # 157 - FCN = 297501.7400053 Edm = 10773.7 NCalls = 1005 -VariableMetric: Iteration # 158 - FCN = 297501.7365123 Edm = 18944.2 NCalls = 1012 -VariableMetric: Iteration # 159 - FCN = 297501.7215426 Edm = 94079.5 NCalls = 1018 -VariableMetric: Iteration # 160 - FCN = 297501.7018458 Edm = 8674.52 NCalls = 1024 -VariableMetric: Iteration # 161 - FCN = 297501.6841439 Edm = 5739.97 NCalls = 1030 -VariableMetric: Iteration # 162 - FCN = 297501.628364 Edm = 3504.79 NCalls = 1035 -VariableMetric: Iteration # 163 - FCN = 297501.5419323 Edm = 1535.35 NCalls = 1040 -VariableMetric: Iteration # 164 - FCN = 297501.4913789 Edm = 3545.96 NCalls = 1045 -VariableMetric: Iteration # 165 - FCN = 297501.2668353 Edm = 3806.46 NCalls = 1049 -VariableMetric: Iteration # 166 - FCN = 297501.0772932 Edm = 2741.13 NCalls = 1053 -VariableMetric: Iteration # 167 - FCN = 297500.6870371 Edm = 1037.68 NCalls = 1057 -VariableMetric: Iteration # 168 - FCN = 297500.1710067 Edm = 664.171 NCalls = 1061 -VariableMetric: Iteration # 169 - FCN = 297500.0705535 Edm = 642.919 NCalls = 1065 -VariableMetric: Iteration # 170 - FCN = 297499.8664535 Edm = 939.1 NCalls = 1069 -VariableMetric: Iteration # 171 - FCN = 297499.488717 Edm = 1044.53 NCalls = 1073 -VariableMetric: Iteration # 172 - FCN = 297499.2832666 Edm = 72.7111 NCalls = 1077 -VariableMetric: Iteration # 173 - FCN = 297499.2701837 Edm = 8.45369 NCalls = 1081 -VariableMetric: Iteration # 174 - FCN = 297499.2650719 Edm = 12.849 NCalls = 1085 -VariableMetric: Iteration # 175 - FCN = 297499.2506113 Edm = 12.0793 NCalls = 1088 -VariableMetric: Iteration # 176 - FCN = 297499.2313621 Edm = 4.89321 NCalls = 1091 -VariableMetric: Iteration # 177 - FCN = 297499.2207135 Edm = 1.66014 NCalls = 1094 -VariableMetric: Iteration # 178 - FCN = 297499.2194722 Edm = 0.406134 NCalls = 1098 -VariableMetric: Iteration # 179 - FCN = 297499.1625839 Edm = 0.162766 NCalls = 1100 -VariableMetric: Iteration # 180 - FCN = 297499.1550568 Edm = 0.114509 NCalls = 1102 -VariableMetric: Iteration # 181 - FCN = 297499.1491026 Edm = 14.5001 NCalls = 1104 -VariableMetric: Iteration # 182 - FCN = 297498.786316 Edm = 1.76098 NCalls = 1106 -VariableMetric: Iteration # 183 - FCN = 297497.5981503 Edm = 3.35918 NCalls = 1108 -VariableMetric: Iteration # 184 - FCN = 297495.8401764 Edm = 5.74172 NCalls = 1110 -VariableMetric: Iteration # 185 - FCN = 297494.3966656 Edm = 3.48227 NCalls = 1112 -VariableMetric: Iteration # 186 - FCN = 297493.6395852 Edm = 5.57335 NCalls = 1114 -VariableMetric: Iteration # 187 - FCN = 297492.1494917 Edm = 2.97202 NCalls = 1117 -VariableMetric: Iteration # 188 - FCN = 297491.7351599 Edm = 1.82292 NCalls = 1119 -VariableMetric: Iteration # 189 - FCN = 297491.2135793 Edm = 0.573694 NCalls = 1121 -VariableMetric: Iteration # 190 - FCN = 297490.9511023 Edm = 0.219865 NCalls = 1122 -VariableMetric: Iteration # 191 - FCN = 297490.7364671 Edm = 0.119626 NCalls = 1125 -VariableMetric: Iteration # 192 - FCN = 297490.6507913 Edm = 0.165444 NCalls = 1127 -VariableMetric: Iteration # 193 - FCN = 297490.5879766 Edm = 0.0916825 NCalls = 1129 -VariableMetric: Iteration # 194 - FCN = 297490.5322109 Edm = 0.0760723 NCalls = 1131 -VariableMetric: Iteration # 195 - FCN = 297490.4657052 Edm = 0.107325 NCalls = 1134 -VariableMetric: Iteration # 196 - FCN = 297490.3971072 Edm = 0.0699759 NCalls = 1137 -VariableMetric: Iteration # 197 - FCN = 297490.3513536 Edm = 0.0394237 NCalls = 1139 -VariableMetric: Iteration # 198 - FCN = 297490.3114235 Edm = 0.0147958 NCalls = 1142 -VariableMetric: Iteration # 199 - FCN = 297490.294199 Edm = 0.00817916 NCalls = 1144 -VariableMetric: Iteration # 200 - FCN = 297490.286973 Edm = 0.00629087 NCalls = 1146 -VariableMetric: Iteration # 201 - FCN = 297490.2778383 Edm = 0.00937104 NCalls = 1148 -VariableMetric: Iteration # 202 - FCN = 297490.260109 Edm = 0.0127294 NCalls = 1151 -VariableMetric: Iteration # 203 - FCN = 297490.2491575 Edm = 0.00723039 NCalls = 1153 -VariableMetric: Iteration # 204 - FCN = 297490.2409621 Edm = 0.00513226 NCalls = 1156 -VariableMetric: Iteration # 205 - FCN = 297490.2348052 Edm = 0.00242585 NCalls = 1158 -VariableMetric: Iteration # 206 - FCN = 297490.2321873 Edm = 0.000590289 NCalls = 1160 -VariableMetric: Iteration # 207 - FCN = 297490.2312086 Edm = 0.00073709 NCalls = 1162 -VariableMetric: Iteration # 208 - FCN = 297490.2281601 Edm = 0.00261477 NCalls = 1165 -VariableMetric: Iteration # 209 - FCN = 297490.2239004 Edm = 0.00263191 NCalls = 1167 -VariableMetric: Iteration # 210 - FCN = 297490.2211408 Edm = 0.00106232 NCalls = 1169 -VariableMetric: Iteration # 211 - FCN = 297490.2201699 Edm = 0.000268382 NCalls = 1170 -VariableMetric: Iteration # 212 - FCN = 297490.219814 Edm = 0.000122401 NCalls = 1172 -VariableMetric: Iteration # 213 - FCN = 297490.2195308 Edm = 0.00013432 NCalls = 1174 -VariableMetric: Iteration # 214 - FCN = 297490.2183853 Edm = 0.00122681 NCalls = 1177 -VariableMetric: Iteration # 215 - FCN = 297490.2055098 Edm = 0.00841335 NCalls = 1184 -VariableMetric: Iteration # 216 - FCN = 297490.2053087 Edm = 0.000155031 NCalls = 1186 -VariableMetric: Iteration # 217 - FCN = 297490.2048739 Edm = 0.000375818 NCalls = 1188 -VariableMetric: Iteration # 218 - FCN = 297490.1962309 Edm = 0.00449232 NCalls = 1194 -VariableMetric: Iteration # 219 - FCN = 297490.1845561 Edm = 0.0291464 NCalls = 1199 -VariableMetric: Iteration # 220 - FCN = 297490.1748152 Edm = 0.0142063 NCalls = 1202 -VariableMetric: Iteration # 221 - FCN = 297490.1597509 Edm = 0.00846531 NCalls = 1204 -VariableMetric: Iteration # 222 - FCN = 297490.1523257 Edm = 0.0152129 NCalls = 1207 -VariableMetric: Iteration # 223 - FCN = 297490.144349 Edm = 0.00796637 NCalls = 1209 -VariableMetric: Iteration # 224 - FCN = 297490.1353357 Edm = 0.0075294 NCalls = 1211 -VariableMetric: Iteration # 225 - FCN = 297490.1305458 Edm = 0.00418516 NCalls = 1214 -VariableMetric: Iteration # 226 - FCN = 297490.1252087 Edm = 0.0044358 NCalls = 1217 -VariableMetric: Iteration # 227 - FCN = 297490.1215467 Edm = 0.00286138 NCalls = 1219 -VariableMetric: Iteration # 228 - FCN = 297490.1166358 Edm = 0.00123486 NCalls = 1222 -VariableMetric: Iteration # 229 - FCN = 297490.1150407 Edm = 0.000333923 NCalls = 1224 -VariableMetric: Iteration # 230 - FCN = 297490.1141417 Edm = 0.000448101 NCalls = 1226 -VariableMetric: Iteration # 231 - FCN = 297490.1106601 Edm = 0.0027843 NCalls = 1230 -VariableMetric: Iteration # 232 - FCN = 297490.108717 Edm = 0.000924882 NCalls = 1232 -VariableMetric: Iteration # 233 - FCN = 297490.1076411 Edm = 5.01478e-05 NCalls = 1234 -VariableMetric: After Hessian - FCN = 297490.1076411 Edm = 0.000677332 NCalls = 1719 -VariableMetric: Iteration # 234 - FCN = 297490.1076411 Edm = 0.000677332 NCalls = 1719 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308657.8175255 Edm = 16.5206 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308657.8175255 Edm = 16.5206 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300670.7128459 Edm = 20.4912 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 297964.5020788 Edm = 4.1109 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297955.4529498 Edm = 0.278226 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297860.1748239 Edm = 42.3289 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297827.3310308 Edm = 0.461551 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297821.8346996 Edm = 4.18885 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297752.1648049 Edm = 5.27673 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297748.6486526 Edm = 0.435825 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297747.7607775 Edm = 0.51495 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297613.4080395 Edm = 94.7531 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297549.7173119 Edm = 19.8272 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297518.2395149 Edm = 17.5648 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297473.5629632 Edm = 15.2479 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297458.8449363 Edm = 18.6131 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297436.4713818 Edm = 10.5224 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297418.983519 Edm = 4.45357 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297416.3838078 Edm = 2.47159 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297414.6220179 Edm = 0.0584089 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297414.5648326 Edm = 0.0658076 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297414.1641084 Edm = 0.359181 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297399.6102826 Edm = 8.66437 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297360.5555886 Edm = 15.1729 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297329.7717155 Edm = 24.2611 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297291.7813509 Edm = 13.2125 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297279.0496024 Edm = 17.4124 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297272.859902 Edm = 0.759667 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297271.8479034 Edm = 0.0431243 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297271.7691293 Edm = 0.027426 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297271.569705 Edm = 0.141315 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297265.4225294 Edm = 3.78114 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297260.9409198 Edm = 0.758211 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297260.0031117 Edm = 0.0420434 NCalls = 101 -VariableMetric: Iteration # 33 - FCN = 297259.9530516 Edm = 0.00782965 NCalls = 103 -VariableMetric: Iteration # 34 - FCN = 297259.9275832 Edm = 0.0157435 NCalls = 105 -VariableMetric: Iteration # 35 - FCN = 297258.9595363 Edm = 0.789308 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297250.5506212 Edm = 2.86273 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297247.9436544 Edm = 1.31866 NCalls = 116 -VariableMetric: Iteration # 38 - FCN = 297246.0344478 Edm = 0.732714 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297244.6117494 Edm = 1.43098 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297243.4555641 Edm = 0.862611 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297242.2514007 Edm = 0.271693 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297241.548569 Edm = 0.293726 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297241.3779011 Edm = 0.156819 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297241.2273191 Edm = 0.0146226 NCalls = 136 -VariableMetric: Iteration # 45 - FCN = 297241.1996075 Edm = 0.00771851 NCalls = 138 -VariableMetric: Iteration # 46 - FCN = 297241.1254165 Edm = 0.0625823 NCalls = 141 -VariableMetric: Iteration # 47 - FCN = 297238.5818386 Edm = 2.11693 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297228.173858 Edm = 3.38457 NCalls = 148 -VariableMetric: Iteration # 49 - FCN = 297225.3839051 Edm = 0.178965 NCalls = 150 -VariableMetric: Iteration # 50 - FCN = 297225.1841579 Edm = 0.0050383 NCalls = 152 -VariableMetric: Iteration # 51 - FCN = 297225.1727336 Edm = 0.00458592 NCalls = 154 -VariableMetric: Iteration # 52 - FCN = 297225.1537848 Edm = 0.0102674 NCalls = 156 -VariableMetric: Iteration # 53 - FCN = 297224.9235797 Edm = 0.180198 NCalls = 160 -VariableMetric: Iteration # 54 - FCN = 297222.5893206 Edm = 1.66099 NCalls = 164 -VariableMetric: Iteration # 55 - FCN = 297218.6428716 Edm = 1.84687 NCalls = 166 -VariableMetric: Iteration # 56 - FCN = 297216.2694435 Edm = 0.421466 NCalls = 168 -VariableMetric: Iteration # 57 - FCN = 297215.8142038 Edm = 0.0624273 NCalls = 170 -VariableMetric: Iteration # 58 - FCN = 297215.7297146 Edm = 0.0603421 NCalls = 172 -VariableMetric: Iteration # 59 - FCN = 297213.5573353 Edm = 1.15311 NCalls = 178 -VariableMetric: Iteration # 60 - FCN = 297213.0325305 Edm = 45352.7 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297209.6592788 Edm = 6385.7 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297209.2359463 Edm = 18703 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297208.411577 Edm = 31768.9 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297207.5651932 Edm = 11386.2 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297204.3510621 Edm = 2956.9 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297202.7562239 Edm = 3589.8 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297200.873405 Edm = 1698.76 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297200.1075715 Edm = 2548.27 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297196.6782695 Edm = 626.947 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297194.2609723 Edm = 405.283 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297192.9467253 Edm = 206.5 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297191.2512238 Edm = 425.944 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297190.3703996 Edm = 171.023 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297189.5096379 Edm = 128.551 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297189.1764419 Edm = 20.3104 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297189.0238922 Edm = 8.3835 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297188.7103091 Edm = 45.5942 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297186.5121384 Edm = 55.3564 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297184.3210577 Edm = 18.6009 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297183.693955 Edm = 3.11269 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297183.416842 Edm = 1.52103 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297182.6236085 Edm = 3.29431 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297181.5403948 Edm = 4.56366 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297180.7596992 Edm = 2.62182 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297179.0437522 Edm = 1.35388 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297177.7701747 Edm = 1.44866 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297176.7832432 Edm = 0.479791 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297176.3308662 Edm = 0.173426 NCalls = 271 -VariableMetric: Iteration # 89 - FCN = 297176.113764 Edm = 0.0995583 NCalls = 273 -VariableMetric: Iteration # 90 - FCN = 297176.0448443 Edm = 0.0972089 NCalls = 275 -VariableMetric: Iteration # 91 - FCN = 297175.9601813 Edm = 0.0884009 NCalls = 278 -VariableMetric: Iteration # 92 - FCN = 297175.9080543 Edm = 0.052013 NCalls = 280 -VariableMetric: Iteration # 93 - FCN = 297175.8663641 Edm = 0.0341833 NCalls = 283 -VariableMetric: Iteration # 94 - FCN = 297175.7957161 Edm = 0.0540965 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297175.3456872 Edm = 0.303161 NCalls = 291 -VariableMetric: Iteration # 96 - FCN = 297174.6031626 Edm = 0.634959 NCalls = 294 -VariableMetric: Iteration # 97 - FCN = 297173.3541502 Edm = 1.22698 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297172.1673118 Edm = 2.22271 NCalls = 302 -VariableMetric: Iteration # 99 - FCN = 297171.2392123 Edm = 1.56743 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297170.0729603 Edm = 3.42416 NCalls = 308 -VariableMetric: Iteration # 101 - FCN = 297168.923842 Edm = 2.8741 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297168.0565834 Edm = 0.546877 NCalls = 315 -VariableMetric: Iteration # 103 - FCN = 297167.6333208 Edm = 0.548563 NCalls = 317 -VariableMetric: Iteration # 104 - FCN = 297167.2819683 Edm = 0.16406 NCalls = 320 -VariableMetric: Iteration # 105 - FCN = 297167.0847934 Edm = 0.110218 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297166.9959455 Edm = 0.0373303 NCalls = 324 -VariableMetric: Iteration # 107 - FCN = 297166.9608333 Edm = 0.0074926 NCalls = 325 -VariableMetric: Iteration # 108 - FCN = 297166.9498211 Edm = 0.00471436 NCalls = 327 -VariableMetric: Iteration # 109 - FCN = 297166.9407637 Edm = 0.00792461 NCalls = 329 -VariableMetric: Iteration # 110 - FCN = 297166.9255396 Edm = 0.00529679 NCalls = 332 -VariableMetric: Iteration # 111 - FCN = 297166.916774 Edm = 0.00121994 NCalls = 334 -VariableMetric: Iteration # 112 - FCN = 297166.9152325 Edm = 0.000212969 NCalls = 336 -VariableMetric: Iteration # 113 - FCN = 297166.9149769 Edm = 1.98163e-05 NCalls = 338 -VariableMetric: After Hessian - FCN = 297166.9149769 Edm = 2.3415e-05 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297166.9149769 Edm = 2.3415e-05 NCalls = 821 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299793.6369255 Edm = 4.60925 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299793.6369255 Edm = 4.60925 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298328.8625398 Edm = 1.17753 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298324.1090548 Edm = 1.03658 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298244.9556287 Edm = 86.1135 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298220.5271228 Edm = 23.8801 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298207.1924166 Edm = 8.93801 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297720.3719496 Edm = 43.2946 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297647.1711901 Edm = 2.33747 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297645.337273 Edm = 0.163434 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297606.3967585 Edm = 5.61968 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297601.8959862 Edm = 0.0745954 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297601.6892093 Edm = 0.148345 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297587.3531839 Edm = 10.8587 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297544.7659493 Edm = 0.803578 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297543.9438221 Edm = 0.0714565 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297543.5398145 Edm = 0.364395 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297475.5479832 Edm = 29.3263 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297394.4473301 Edm = 11.453 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297385.0267981 Edm = 0.586062 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297384.1851908 Edm = 0.0617718 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297384.0595283 Edm = 0.0137815 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297383.7991562 Edm = 0.251469 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297363.661814 Edm = 3.40249 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297322.0939315 Edm = 10.379 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297304.0303233 Edm = 2.96634 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297300.3483471 Edm = 0.384899 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297299.730194 Edm = 0.0123737 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297299.7158769 Edm = 0.00151977 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297299.7003927 Edm = 0.013926 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297297.3538058 Edm = 2.58523 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297297.2282573 Edm = 0.116493 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297290.2558173 Edm = 4.50096 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297279.6212055 Edm = 0.229912 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297279.3641605 Edm = 0.0227217 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297279.3349472 Edm = 0.00129675 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297279.3219714 Edm = 0.012554 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297277.4360322 Edm = 0.285674 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297271.5792597 Edm = 0.445003 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297271.2204536 Edm = 0.0383934 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297271.1921125 Edm = 0.00208932 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297271.1873906 Edm = 0.00100337 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297271.1850916 Edm = 0.000692102 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297271.1663637 Edm = 0.0156088 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297269.1956512 Edm = 0.728467 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297267.6492796 Edm = 0.0483256 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297267.6013093 Edm = 0.00586497 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297267.5963784 Edm = 0.000763585 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297267.5954229 Edm = 0.000194044 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297267.5940411 Edm = 0.00110298 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297267.0532308 Edm = 0.42904 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297264.4921497 Edm = 0.137752 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297264.3851337 Edm = 0.00429518 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297264.3801072 Edm = 0.000114716 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297264.379902 Edm = 7.76801e-05 NCalls = 174 -VariableMetric: After Hessian - FCN = 297264.379902 Edm = 345.88 NCalls = 651 -VariableMetric: Iteration # 54 - FCN = 297264.379902 Edm = 345.88 NCalls = 651 -VariableMetric: Iteration # 55 - FCN = 297256.6860419 Edm = 31155.5 NCalls = 655 -VariableMetric: Iteration # 56 - FCN = 297251.8950745 Edm = 23.0636 NCalls = 657 -VariableMetric: Iteration # 57 - FCN = 297248.3517988 Edm = 16.2753 NCalls = 659 -VariableMetric: Iteration # 58 - FCN = 297245.6743239 Edm = 25.5992 NCalls = 662 -VariableMetric: Iteration # 59 - FCN = 297240.153263 Edm = 1.97614 NCalls = 664 -VariableMetric: Iteration # 60 - FCN = 297239.0509017 Edm = 0.642986 NCalls = 666 -VariableMetric: Iteration # 61 - FCN = 297237.8873429 Edm = 0.0929131 NCalls = 668 -VariableMetric: Iteration # 62 - FCN = 297237.7491325 Edm = 0.0502593 NCalls = 670 -VariableMetric: Iteration # 63 - FCN = 297237.6637593 Edm = 0.0245118 NCalls = 672 -VariableMetric: Iteration # 64 - FCN = 297237.5931207 Edm = 0.0203212 NCalls = 674 -VariableMetric: Iteration # 65 - FCN = 297237.5422012 Edm = 0.013788 NCalls = 676 -VariableMetric: Iteration # 66 - FCN = 297237.5041172 Edm = 0.0097501 NCalls = 678 -VariableMetric: Iteration # 67 - FCN = 297237.4752375 Edm = 0.00856567 NCalls = 680 -VariableMetric: Iteration # 68 - FCN = 297237.4203364 Edm = 0.0335541 NCalls = 683 -VariableMetric: Iteration # 69 - FCN = 297237.2905921 Edm = 0.0570199 NCalls = 685 -VariableMetric: Iteration # 70 - FCN = 297237.1174413 Edm = 0.187223 NCalls = 690 -VariableMetric: Iteration # 71 - FCN = 297236.8974201 Edm = 0.19042 NCalls = 693 -VariableMetric: Iteration # 72 - FCN = 297236.718209 Edm = 0.522561 NCalls = 697 -VariableMetric: Iteration # 73 - FCN = 297236.4861245 Edm = 0.364357 NCalls = 701 -VariableMetric: Iteration # 74 - FCN = 297235.9818583 Edm = 0.424475 NCalls = 705 -VariableMetric: Iteration # 75 - FCN = 297235.2605684 Edm = 0.583112 NCalls = 710 -VariableMetric: Iteration # 76 - FCN = 297234.337584 Edm = 0.973859 NCalls = 714 -VariableMetric: Iteration # 77 - FCN = 297233.631083 Edm = 2.7974 NCalls = 717 -VariableMetric: Iteration # 78 - FCN = 297232.0342898 Edm = 0.733757 NCalls = 721 -VariableMetric: Iteration # 79 - FCN = 297231.8919292 Edm = 0.166694 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297231.437755 Edm = 0.451928 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297230.2540997 Edm = 0.882985 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297228.6266005 Edm = 1.93838 NCalls = 732 -VariableMetric: Iteration # 83 - FCN = 297227.7407488 Edm = 1.17725 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297227.1616539 Edm = 0.506993 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297226.5379505 Edm = 0.523748 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297226.220348 Edm = 0.156616 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297226.0982785 Edm = 0.043637 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297226.0433875 Edm = 0.0111817 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297226.0236649 Edm = 0.00496219 NCalls = 750 -VariableMetric: Iteration # 90 - FCN = 297226.0142724 Edm = 0.00307471 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297226.0061233 Edm = 0.00250766 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297225.999239 Edm = 0.0033612 NCalls = 756 -VariableMetric: Iteration # 93 - FCN = 297225.9781219 Edm = 0.0136952 NCalls = 760 -VariableMetric: Iteration # 94 - FCN = 297225.9589122 Edm = 0.0123698 NCalls = 762 -VariableMetric: Iteration # 95 - FCN = 297225.9317205 Edm = 0.0146884 NCalls = 764 -VariableMetric: Iteration # 96 - FCN = 297225.9091802 Edm = 0.0150732 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297225.8808834 Edm = 0.00457651 NCalls = 769 -VariableMetric: Iteration # 98 - FCN = 297225.8712446 Edm = 0.00217513 NCalls = 771 -VariableMetric: Iteration # 99 - FCN = 297225.8657307 Edm = 0.00123766 NCalls = 773 -VariableMetric: Iteration # 100 - FCN = 297225.86406 Edm = 0.0010423 NCalls = 775 -VariableMetric: Iteration # 101 - FCN = 297225.8627805 Edm = 0.000415093 NCalls = 777 -VariableMetric: Iteration # 102 - FCN = 297225.8616533 Edm = 0.00020858 NCalls = 779 -VariableMetric: Iteration # 103 - FCN = 297225.861194 Edm = 5.4885e-05 NCalls = 781 -VariableMetric: After Hessian - FCN = 297225.861194 Edm = 0.000128423 NCalls = 1264 -VariableMetric: Iteration # 104 - FCN = 297225.861194 Edm = 0.000128423 NCalls = 1264 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333958.0278696 Edm = 43.8313 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333958.0278696 Edm = 43.8313 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304135.6544219 Edm = 48.8371 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301467.0366851 Edm = 28219.6 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301381.719263 Edm = 451.606 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301227.3196547 Edm = 82.4373 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299262.2160284 Edm = 167.581 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298912.4042576 Edm = 4.94158 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298903.0294227 Edm = 2.51814 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298879.3377221 Edm = 8.481 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298088.0360493 Edm = 235.585 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297708.7211955 Edm = 10.2028 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297696.9690503 Edm = 1.79649 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297696.0394173 Edm = 0.104892 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297695.5840336 Edm = 0.355538 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297666.0082851 Edm = 24.0568 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297538.9729843 Edm = 0.495195 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297538.3722501 Edm = 0.0297257 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297538.1895027 Edm = 0.156764 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297517.6099193 Edm = 13.0996 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297403.0837131 Edm = 12.8384 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297389.1350719 Edm = 1.89157 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297387.0178665 Edm = 0.250725 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297386.6911936 Edm = 0.0142756 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297386.6717157 Edm = 0.00381055 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297386.6059257 Edm = 0.0666396 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297380.2725864 Edm = 0.317235 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297366.2565443 Edm = 0.689139 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297365.3339959 Edm = 0.0253991 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297365.307303 Edm = 0.00425242 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297365.2894192 Edm = 0.0181265 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297363.1789076 Edm = 2.21263 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297363.1675495 Edm = 0.00665242 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297362.3774575 Edm = 0.865485 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297362.0400526 Edm = 0.33282 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297360.3452954 Edm = 1.63968 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297315.6394678 Edm = 2.88444 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297312.3812173 Edm = 1.4383 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297311.5535544 Edm = 0.427376 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297311.2296633 Edm = 0.220626 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297310.814089 Edm = 0.0908813 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297310.7331356 Edm = 0.00496669 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297310.7236467 Edm = 0.0043333 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297310.4688329 Edm = 0.230185 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297293.8122379 Edm = 3.13789 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297291.2641117 Edm = 5.82716 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297288.8794721 Edm = 0.560379 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297287.9932411 Edm = 0.323906 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297287.7391116 Edm = 0.0195673 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297287.7183944 Edm = 0.00134665 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297287.7138269 Edm = 0.00380402 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297287.6002009 Edm = 0.0992069 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297286.2470691 Edm = 1.01255 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297279.2260319 Edm = 2.4667 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297276.4349587 Edm = 0.510647 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297276.0092647 Edm = 0.288694 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297275.8464246 Edm = 0.0266124 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297275.815056 Edm = 0.00200551 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297275.812521 Edm = 0.00152821 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297275.8010235 Edm = 0.0117251 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297275.3846975 Edm = 0.221368 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297274.4800098 Edm = 0.270278 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297272.5122516 Edm = 0.786269 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297270.6019075 Edm = 0.20596 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297270.4131023 Edm = 0.017492 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297270.394587 Edm = 0.00555545 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297270.3898219 Edm = 0.00141077 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297270.3868774 Edm = 0.000554437 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297270.3853303 Edm = 0.000585625 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297270.3795539 Edm = 0.00405066 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297270.2824366 Edm = 0.0715849 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297269.1235016 Edm = 0.655998 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297266.5885692 Edm = 0.349455 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297266.3292411 Edm = 0.0384557 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297266.2920014 Edm = 0.00499206 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297266.2866216 Edm = 0.000890756 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297266.2857412 Edm = 0.000197622 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297266.2845922 Edm = 0.000836297 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297266.2732851 Edm = 0.0101892 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297265.6025701 Edm = 0.448696 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297264.8366899 Edm = 0.0983043 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297264.7685633 Edm = 0.0156514 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297264.7601052 Edm = 0.00091146 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297264.7591042 Edm = 8.1148e-05 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297264.7589164 Edm = 0.00011854 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297264.757219 Edm = 0.00157661 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297264.6598218 Edm = 0.0951011 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297263.7008394 Edm = 0.117508 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297263.5743909 Edm = 0.00144311 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297263.5727016 Edm = 5.89369e-05 NCalls = 276 -VariableMetric: After Hessian - FCN = 297263.5727016 Edm = 2.69204 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297263.5727016 Edm = 2.69204 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297260.1374598 Edm = 2.22439 NCalls = 753 -VariableMetric: Iteration # 91 - FCN = 297259.716988 Edm = 1.29448 NCalls = 755 -VariableMetric: Iteration # 92 - FCN = 297259.2361199 Edm = 0.176827 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297259.1041337 Edm = 0.0560016 NCalls = 760 -VariableMetric: Iteration # 94 - FCN = 297259.0434284 Edm = 0.0636006 NCalls = 762 -VariableMetric: Iteration # 95 - FCN = 297257.8396703 Edm = 6.66116 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297257.7911848 Edm = 0.883127 NCalls = 771 -VariableMetric: Iteration # 97 - FCN = 297257.7365051 Edm = 0.0128718 NCalls = 773 -VariableMetric: Iteration # 98 - FCN = 297257.7264216 Edm = 0.00159992 NCalls = 775 -VariableMetric: Iteration # 99 - FCN = 297257.7251164 Edm = 0.000391585 NCalls = 777 -VariableMetric: Iteration # 100 - FCN = 297257.7244114 Edm = 0.000370847 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297257.7226674 Edm = 0.000673448 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297257.7189144 Edm = 0.00294711 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297257.6694378 Edm = 0.0378923 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297256.8362105 Edm = 0.849007 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297256.2939994 Edm = 0.725457 NCalls = 796 -VariableMetric: Iteration # 106 - FCN = 297256.2569992 Edm = 0.0552873 NCalls = 798 -VariableMetric: Iteration # 107 - FCN = 297255.6240957 Edm = 0.952792 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297254.3299474 Edm = 1.29899 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297253.2650425 Edm = 1.69461 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297253.162351 Edm = 0.196089 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297252.5594834 Edm = 0.971058 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297251.6938063 Edm = 0.738713 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297250.1096264 Edm = 0.72962 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297249.5480191 Edm = 0.171285 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297249.3928782 Edm = 0.0472983 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297249.339391 Edm = 0.0351064 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297249.2461956 Edm = 0.0358259 NCalls = 834 -VariableMetric: Iteration # 118 - FCN = 297249.1606516 Edm = 0.00938486 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297249.1470337 Edm = 0.00335307 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297249.1429058 Edm = 0.000444102 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297249.1423514 Edm = 4.20322e-05 NCalls = 842 -VariableMetric: After Hessian - FCN = 297249.1423514 Edm = 6.20722e-05 NCalls = 1329 -VariableMetric: Iteration # 122 - FCN = 297249.1423514 Edm = 6.20722e-05 NCalls = 1329 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316135.2020727 Edm = 22.4612 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316135.2020727 Edm = 22.4612 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309843.5350808 Edm = 10.8843 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303170.1357579 Edm = 232.781 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303122.2534995 Edm = 2664.33 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 303089.5862976 Edm = 6.83788 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 302098.9293293 Edm = 714.394 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 301917.0680821 Edm = 206.808 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 301574.7530374 Edm = 30.4611 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 301482.0151823 Edm = 2.99354 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 301469.3149535 Edm = 15.1251 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 300909.5915444 Edm = 324.559 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 300323.2171318 Edm = 27.5761 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 300280.64897 Edm = 9.60422 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 300274.1019228 Edm = 2.33524 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 300198.7210917 Edm = 31.8948 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 300128.1818634 Edm = 6.73783 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 300116.0554511 Edm = 1.65392 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 300109.2538334 Edm = 1.46203 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 300107.736534 Edm = 1.22575 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 300106.2970839 Edm = 0.355867 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 300101.675562 Edm = 4.45977 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 299093.4240371 Edm = 654.741 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 299092.5104157 Edm = 14.6299 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 299088.5109664 Edm = 3.17738 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 299079.0459955 Edm = 1.47427 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 299076.6568599 Edm = 0.903358 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 299039.2781989 Edm = 19.0112 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 299038.4156384 Edm = 2.09721 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 299028.1870024 Edm = 3.29766 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 299016.4846846 Edm = 4.1589 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 299013.4584576 Edm = 1.35321 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 299009.0914443 Edm = 4.68344 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 298195.9315881 Edm = 431.332 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297900.9997875 Edm = 165.068 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297844.5652315 Edm = 6.55288 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297838.914389 Edm = 0.342694 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297838.3337338 Edm = 0.16355 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297837.7562104 Edm = 0.102384 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297837.5738595 Edm = 0.0683751 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297836.8996011 Edm = 0.228087 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297836.2520368 Edm = 1.29868 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297835.3798214 Edm = 2.27763 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297833.7959691 Edm = 3.46305 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297831.4808233 Edm = 4.23875 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297829.8078799 Edm = 2.29056 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297828.0936494 Edm = 2.45824 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297825.7941451 Edm = 0.185532 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297825.3276422 Edm = 0.268857 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297823.16885 Edm = 1.92016 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297822.5269293 Edm = 1.5259 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297820.4459977 Edm = 1.96239 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297814.4864313 Edm = 3.23913 NCalls = 192 -VariableMetric: Iteration # 52 - FCN = 297809.5321849 Edm = 3.63956 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297806.9244555 Edm = 2.4032 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297803.951571 Edm = 1.73626 NCalls = 202 -VariableMetric: Iteration # 55 - FCN = 297803.0327768 Edm = 1.79418 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297799.4799964 Edm = 0.76399 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297794.9779063 Edm = 4.27582 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297789.7638031 Edm = 5.18629 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297787.93802 Edm = 6.48919 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297785.5792308 Edm = 1.17477 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297781.3580477 Edm = 2.60348 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297776.3682568 Edm = 5.17257 NCalls = 228 -VariableMetric: Iteration # 63 - FCN = 297771.0696614 Edm = 1.11868 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297769.7741645 Edm = 1.36429 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297767.6401524 Edm = 1.9077 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297766.1026026 Edm = 1.32551 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297761.6916647 Edm = 2.94782 NCalls = 242 -VariableMetric: Iteration # 68 - FCN = 297754.734398 Edm = 3.51419 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297753.3546374 Edm = 1.92733 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297751.5060421 Edm = 1.25557 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297749.9482998 Edm = 0.680644 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297748.8205066 Edm = 1.29387 NCalls = 257 -VariableMetric: Iteration # 73 - FCN = 297746.8191384 Edm = 1.447 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297744.2674149 Edm = 0.936379 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297742.358446 Edm = 0.623099 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297741.3878321 Edm = 0.185884 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297741.1121241 Edm = 0.15352 NCalls = 272 -VariableMetric: Iteration # 78 - FCN = 297740.8127461 Edm = 0.365278 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297740.3835778 Edm = 0.999672 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297737.9754787 Edm = 2.18438 NCalls = 286 -VariableMetric: Iteration # 81 - FCN = 297736.6690495 Edm = 1.78254 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297734.0680127 Edm = 0.540189 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297733.0694436 Edm = 0.428744 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297732.1054131 Edm = 1.23763 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297721.8974941 Edm = 7.32255 NCalls = 301 -VariableMetric: Iteration # 86 - FCN = 297721.5893141 Edm = 0.282636 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297720.9938118 Edm = 0.441078 NCalls = 305 -VariableMetric: Iteration # 88 - FCN = 297708.5015651 Edm = 31.8127 NCalls = 311 -VariableMetric: Iteration # 89 - FCN = 297705.0243884 Edm = 4.37235 NCalls = 316 -VariableMetric: Iteration # 90 - FCN = 297699.4649088 Edm = 8.03417 NCalls = 321 -VariableMetric: Iteration # 91 - FCN = 297691.2770424 Edm = 6.32643 NCalls = 326 -VariableMetric: Iteration # 92 - FCN = 297666.903323 Edm = 6.17445 NCalls = 333 -VariableMetric: Iteration # 93 - FCN = 297660.4554145 Edm = 4.23911 NCalls = 334 -VariableMetric: Iteration # 94 - FCN = 297655.3889909 Edm = 5.17217 NCalls = 337 -VariableMetric: Iteration # 95 - FCN = 297639.6724181 Edm = 1.92205 NCalls = 341 -VariableMetric: Iteration # 96 - FCN = 297634.5993078 Edm = 2.71391 NCalls = 343 -VariableMetric: Iteration # 97 - FCN = 297630.9948753 Edm = 15.983 NCalls = 348 -VariableMetric: Iteration # 98 - FCN = 297614.5667856 Edm = 16.1778 NCalls = 357 -VariableMetric: Iteration # 99 - FCN = 297611.523807 Edm = 7.59585 NCalls = 359 -VariableMetric: Iteration # 100 - FCN = 297599.0365061 Edm = 6.74268 NCalls = 362 -VariableMetric: Iteration # 101 - FCN = 297596.1417302 Edm = 0.602408 NCalls = 364 -VariableMetric: Iteration # 102 - FCN = 297595.0907226 Edm = 0.152109 NCalls = 366 -VariableMetric: Iteration # 103 - FCN = 297594.77951 Edm = 0.0539964 NCalls = 368 -VariableMetric: Iteration # 104 - FCN = 297594.5982976 Edm = 0.125462 NCalls = 370 -VariableMetric: Iteration # 105 - FCN = 297589.8562907 Edm = 1.46037 NCalls = 375 -VariableMetric: Iteration # 106 - FCN = 297585.8184276 Edm = 5.00177 NCalls = 378 -VariableMetric: Iteration # 107 - FCN = 297581.4627083 Edm = 3.36704 NCalls = 381 -VariableMetric: Iteration # 108 - FCN = 297570.4703213 Edm = 4.2356 NCalls = 384 -VariableMetric: Iteration # 109 - FCN = 297561.7595866 Edm = 0.639811 NCalls = 388 -VariableMetric: Iteration # 110 - FCN = 297560.6830999 Edm = 0.0249413 NCalls = 390 -VariableMetric: Iteration # 111 - FCN = 297560.6400916 Edm = 0.00567583 NCalls = 392 -VariableMetric: Iteration # 112 - FCN = 297560.6231761 Edm = 0.00740572 NCalls = 394 -VariableMetric: Iteration # 113 - FCN = 297560.5783047 Edm = 0.0176145 NCalls = 397 -VariableMetric: Iteration # 114 - FCN = 297560.3569602 Edm = 0.158336 NCalls = 400 -VariableMetric: Iteration # 115 - FCN = 297551.6721968 Edm = 8.64448 NCalls = 405 -VariableMetric: Iteration # 116 - FCN = 297533.8163686 Edm = 8.42734 NCalls = 415 -VariableMetric: Iteration # 117 - FCN = 297529.0476147 Edm = 9.02028 NCalls = 417 -VariableMetric: Iteration # 118 - FCN = 297519.1755519 Edm = 2.6217 NCalls = 420 -VariableMetric: Iteration # 119 - FCN = 297516.3228593 Edm = 0.566817 NCalls = 422 -VariableMetric: Iteration # 120 - FCN = 297515.7334073 Edm = 0.0609521 NCalls = 424 -VariableMetric: Iteration # 121 - FCN = 297515.6286907 Edm = 0.0334315 NCalls = 426 -VariableMetric: Iteration # 122 - FCN = 297515.5325616 Edm = 0.0284282 NCalls = 428 -VariableMetric: Iteration # 123 - FCN = 297515.4388781 Edm = 0.0261702 NCalls = 430 -VariableMetric: Iteration # 124 - FCN = 297515.3950687 Edm = 0.0048465 NCalls = 432 -VariableMetric: Iteration # 125 - FCN = 297515.3890202 Edm = 0.00220002 NCalls = 434 -VariableMetric: Iteration # 126 - FCN = 297515.3718297 Edm = 0.0147399 NCalls = 437 -VariableMetric: Iteration # 127 - FCN = 297515.0384111 Edm = 0.306963 NCalls = 441 -VariableMetric: Iteration # 128 - FCN = 297509.4675591 Edm = 4.07039 NCalls = 445 -VariableMetric: Iteration # 129 - FCN = 297498.6818409 Edm = 3.51144 NCalls = 448 -VariableMetric: Iteration # 130 - FCN = 297493.7371696 Edm = 1.6296 NCalls = 451 -VariableMetric: Iteration # 131 - FCN = 297486.3204591 Edm = 1.81249 NCalls = 455 -VariableMetric: Iteration # 132 - FCN = 297483.9730473 Edm = 5.37388 NCalls = 456 -VariableMetric: Iteration # 133 - FCN = 297482.7624704 Edm = 0.36736 NCalls = 458 -VariableMetric: Iteration # 134 - FCN = 297482.5864001 Edm = 0.0459255 NCalls = 460 -VariableMetric: Iteration # 135 - FCN = 297482.544043 Edm = 0.00309016 NCalls = 461 -VariableMetric: Iteration # 136 - FCN = 297482.5327334 Edm = 0.00755207 NCalls = 463 -VariableMetric: Iteration # 137 - FCN = 297482.4888556 Edm = 0.0305878 NCalls = 466 -VariableMetric: Iteration # 138 - FCN = 297482.4491295 Edm = 0.0248172 NCalls = 469 -VariableMetric: Iteration # 139 - FCN = 297482.4119289 Edm = 0.010343 NCalls = 471 -VariableMetric: Iteration # 140 - FCN = 297482.4018864 Edm = 0.00278625 NCalls = 472 -VariableMetric: Iteration # 141 - FCN = 297482.3991174 Edm = 0.00120098 NCalls = 474 -VariableMetric: Iteration # 142 - FCN = 297482.3914232 Edm = 0.00459754 NCalls = 477 -VariableMetric: Iteration # 143 - FCN = 297482.3617816 Edm = 0.0190171 NCalls = 480 -VariableMetric: Iteration # 144 - FCN = 297482.1258016 Edm = 0.208488 NCalls = 484 -VariableMetric: Iteration # 145 - FCN = 297479.2227411 Edm = 2.62898 NCalls = 487 -VariableMetric: Iteration # 146 - FCN = 297475.5733056 Edm = 1.71622 NCalls = 492 -VariableMetric: Iteration # 147 - FCN = 297474.7759751 Edm = 1.60911 NCalls = 494 -VariableMetric: Iteration # 148 - FCN = 297473.4481596 Edm = 0.421808 NCalls = 496 -VariableMetric: Iteration # 149 - FCN = 297472.4605312 Edm = 0.798649 NCalls = 502 -VariableMetric: Iteration # 150 - FCN = 297471.4623741 Edm = 0.189135 NCalls = 504 -VariableMetric: Iteration # 151 - FCN = 297471.3997524 Edm = 0.0631326 NCalls = 506 -VariableMetric: Iteration # 152 - FCN = 297471.3453276 Edm = 0.00489226 NCalls = 508 -VariableMetric: Iteration # 153 - FCN = 297471.3323855 Edm = 0.0038606 NCalls = 510 -VariableMetric: Iteration # 154 - FCN = 297471.3264818 Edm = 0.0033844 NCalls = 512 -VariableMetric: Iteration # 155 - FCN = 297471.315552 Edm = 0.00642507 NCalls = 516 -VariableMetric: Iteration # 156 - FCN = 297471.2978715 Edm = 0.00599283 NCalls = 519 -VariableMetric: Iteration # 157 - FCN = 297471.2956584 Edm = 0.000443925 NCalls = 521 -VariableMetric: Iteration # 158 - FCN = 297471.2945165 Edm = 0.00074004 NCalls = 523 -VariableMetric: Iteration # 159 - FCN = 297471.2616397 Edm = 0.0328728 NCalls = 527 -VariableMetric: Iteration # 160 - FCN = 297470.9290813 Edm = 0.308535 NCalls = 534 -VariableMetric: Iteration # 161 - FCN = 297465.1676524 Edm = 0.885147 NCalls = 538 -VariableMetric: Iteration # 162 - FCN = 297464.9989817 Edm = 0.237909 NCalls = 542 -VariableMetric: Iteration # 163 - FCN = 297464.7741349 Edm = 0.0265259 NCalls = 544 -VariableMetric: Iteration # 164 - FCN = 297464.74396 Edm = 0.00285296 NCalls = 546 -VariableMetric: Iteration # 165 - FCN = 297464.740447 Edm = 0.000372698 NCalls = 548 -VariableMetric: Iteration # 166 - FCN = 297464.7396213 Edm = 0.000328176 NCalls = 550 -VariableMetric: Iteration # 167 - FCN = 297464.7335141 Edm = 0.00588897 NCalls = 554 -VariableMetric: Iteration # 168 - FCN = 297464.4505103 Edm = 0.279518 NCalls = 561 -VariableMetric: Iteration # 169 - FCN = 297464.4490258 Edm = 0.00099115 NCalls = 563 -VariableMetric: Iteration # 170 - FCN = 297464.344799 Edm = 0.0833682 NCalls = 570 -VariableMetric: Iteration # 171 - FCN = 297463.8998282 Edm = 0.46457 NCalls = 572 -VariableMetric: Iteration # 172 - FCN = 297463.5654073 Edm = 0.35482 NCalls = 576 -VariableMetric: Iteration # 173 - FCN = 297461.4009585 Edm = 2.09883 NCalls = 584 -VariableMetric: Iteration # 174 - FCN = 297461.301405 Edm = 0.338993 NCalls = 587 -VariableMetric: Iteration # 175 - FCN = 297460.3445157 Edm = 1.09131 NCalls = 591 -VariableMetric: Iteration # 176 - FCN = 297458.669165 Edm = 1.70414 NCalls = 596 -VariableMetric: Iteration # 177 - FCN = 297458.4304112 Edm = 0.433173 NCalls = 599 -VariableMetric: Iteration # 178 - FCN = 297456.4370973 Edm = 0.630568 NCalls = 604 -VariableMetric: Iteration # 179 - FCN = 297455.2519593 Edm = 0.231475 NCalls = 607 -VariableMetric: Iteration # 180 - FCN = 297455.031437 Edm = 0.0250021 NCalls = 608 -VariableMetric: Iteration # 181 - FCN = 297455.0100466 Edm = 0.0025498 NCalls = 609 -VariableMetric: Iteration # 182 - FCN = 297455.0062014 Edm = 0.00171427 NCalls = 611 -VariableMetric: Iteration # 183 - FCN = 297454.9922558 Edm = 0.00703014 NCalls = 614 -VariableMetric: Iteration # 184 - FCN = 297454.9802158 Edm = 0.000764378 NCalls = 616 -VariableMetric: Iteration # 185 - FCN = 297454.9791375 Edm = 0.000297418 NCalls = 618 -VariableMetric: Iteration # 186 - FCN = 297454.9771542 Edm = 0.00124586 NCalls = 621 -VariableMetric: Iteration # 187 - FCN = 297454.9553117 Edm = 0.0141447 NCalls = 625 -VariableMetric: Iteration # 188 - FCN = 297454.7390987 Edm = 0.150251 NCalls = 628 -VariableMetric: Iteration # 189 - FCN = 297452.8513881 Edm = 0.267204 NCalls = 631 -VariableMetric: Iteration # 190 - FCN = 297452.5641282 Edm = 0.0121236 NCalls = 633 -VariableMetric: Iteration # 191 - FCN = 297452.5543227 Edm = 0.000751733 NCalls = 635 -VariableMetric: Iteration # 192 - FCN = 297452.5534794 Edm = 0.000176716 NCalls = 637 -VariableMetric: Iteration # 193 - FCN = 297452.5521192 Edm = 0.00133135 NCalls = 640 -VariableMetric: Iteration # 194 - FCN = 297452.4915626 Edm = 0.0582293 NCalls = 647 -VariableMetric: Iteration # 195 - FCN = 297451.3117888 Edm = 0.711656 NCalls = 651 -VariableMetric: Iteration # 196 - FCN = 297450.1792575 Edm = 0.142078 NCalls = 653 -VariableMetric: Iteration # 197 - FCN = 297450.0424892 Edm = 0.00937494 NCalls = 655 -VariableMetric: Iteration # 198 - FCN = 297450.0331759 Edm = 0.00121891 NCalls = 657 -VariableMetric: Iteration # 199 - FCN = 297450.032364 Edm = 0.000177479 NCalls = 659 -VariableMetric: Iteration # 200 - FCN = 297450.0321617 Edm = 5.09272e-05 NCalls = 661 -VariableMetric: After Hessian - FCN = 297450.0321617 Edm = 54285.3 NCalls = 1144 -VariableMetric: Iteration # 201 - FCN = 297450.0321617 Edm = 54285.3 NCalls = 1144 -VariableMetric: Iteration # 202 - FCN = 297444.9620756 Edm = 10401.1 NCalls = 1155 -VariableMetric: Iteration # 203 - FCN = 297444.1364229 Edm = 0.315116 NCalls = 1158 -VariableMetric: Iteration # 204 - FCN = 297443.3503843 Edm = 0.303073 NCalls = 1160 -VariableMetric: Iteration # 205 - FCN = 297442.6688051 Edm = 0.486216 NCalls = 1162 -VariableMetric: Iteration # 206 - FCN = 297441.5115532 Edm = 1.23418 NCalls = 1167 -VariableMetric: Iteration # 207 - FCN = 297439.1333357 Edm = 7.673 NCalls = 1171 -VariableMetric: Iteration # 208 - FCN = 297436.1035352 Edm = 3.3575 NCalls = 1176 -VariableMetric: Iteration # 209 - FCN = 297433.1916531 Edm = 2.47264 NCalls = 1181 -VariableMetric: Iteration # 210 - FCN = 297428.3771192 Edm = 1.86206 NCalls = 1184 -VariableMetric: Iteration # 211 - FCN = 297427.229453 Edm = 1.32014 NCalls = 1186 -VariableMetric: Iteration # 212 - FCN = 297424.7764851 Edm = 1.20775 NCalls = 1189 -VariableMetric: Iteration # 213 - FCN = 297423.8684404 Edm = 0.531093 NCalls = 1191 -VariableMetric: Iteration # 214 - FCN = 297423.30787 Edm = 0.120486 NCalls = 1193 -VariableMetric: Iteration # 215 - FCN = 297422.9791036 Edm = 0.0750136 NCalls = 1195 -VariableMetric: Iteration # 216 - FCN = 297422.8630293 Edm = 0.0319035 NCalls = 1197 -VariableMetric: Iteration # 217 - FCN = 297422.7487548 Edm = 0.0143525 NCalls = 1199 -VariableMetric: Iteration # 218 - FCN = 297422.7304781 Edm = 0.00341664 NCalls = 1201 -VariableMetric: Iteration # 219 - FCN = 297422.7178316 Edm = 0.00212691 NCalls = 1203 -VariableMetric: Iteration # 220 - FCN = 297422.7115378 Edm = 0.00265093 NCalls = 1205 -VariableMetric: Iteration # 221 - FCN = 297422.6973077 Edm = 0.00117093 NCalls = 1208 -VariableMetric: Iteration # 222 - FCN = 297422.6950439 Edm = 0.000831816 NCalls = 1210 -VariableMetric: Iteration # 223 - FCN = 297422.6917335 Edm = 0.000343178 NCalls = 1212 -VariableMetric: Iteration # 224 - FCN = 297422.6903969 Edm = 0.000762579 NCalls = 1214 -VariableMetric: Iteration # 225 - FCN = 297422.6866354 Edm = 0.000478797 NCalls = 1216 -VariableMetric: Iteration # 226 - FCN = 297422.6852173 Edm = 0.000506211 NCalls = 1218 -VariableMetric: Iteration # 227 - FCN = 297422.6840481 Edm = 0.0001867 NCalls = 1220 -VariableMetric: Iteration # 228 - FCN = 297422.6818961 Edm = 0.00113525 NCalls = 1223 -VariableMetric: Iteration # 229 - FCN = 297422.6793392 Edm = 0.000152985 NCalls = 1225 -VariableMetric: Iteration # 230 - FCN = 297422.678656 Edm = 0.00035708 NCalls = 1227 -VariableMetric: Iteration # 231 - FCN = 297422.677448 Edm = 0.000197153 NCalls = 1229 -VariableMetric: Iteration # 232 - FCN = 297422.6765295 Edm = 7.89133e-05 NCalls = 1231 -VariableMetric: Iteration # 233 - FCN = 297422.6764059 Edm = 3.59734e-05 NCalls = 1233 -VariableMetric: After Hessian - FCN = 297422.6764059 Edm = 0.000958245 NCalls = 1718 -VariableMetric: Iteration # 234 - FCN = 297422.6764059 Edm = 0.000958245 NCalls = 1718 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303996.6951371 Edm = 16.0858 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303996.6951371 Edm = 16.0858 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300224.0682957 Edm = 3.97905 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300140.9015815 Edm = 256.33 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300090.5305718 Edm = 2.18966 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 299989.6163471 Edm = 93.9472 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298228.9379456 Edm = 278.584 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297982.9621095 Edm = 185.295 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297648.3473338 Edm = 82.6238 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297581.7459267 Edm = 2.07188 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297579.7553554 Edm = 0.297799 NCalls = 30 -VariableMetric: Iteration # 10 - FCN = 297561.9025026 Edm = 14.743 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297492.8195182 Edm = 0.862835 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 297491.9165429 Edm = 0.0202988 NCalls = 39 -VariableMetric: Iteration # 13 - FCN = 297491.7737367 Edm = 0.124229 NCalls = 42 -VariableMetric: Iteration # 14 - FCN = 297466.6010847 Edm = 8.15856 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297372.6987662 Edm = 43.204 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297266.3858786 Edm = 1.37309 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297263.7872219 Edm = 0.0629368 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297263.7293232 Edm = 0.0162005 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297263.6771484 Edm = 0.0383638 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297240.0748233 Edm = 2.43726 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297236.1365544 Edm = 1.07793 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297234.8452964 Edm = 1.13194 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297233.4353874 Edm = 0.0907618 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297233.3082553 Edm = 0.00488579 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297233.2819038 Edm = 0.0287517 NCalls = 80 -VariableMetric: Iteration # 26 - FCN = 297233.0678259 Edm = 0.227934 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297225.6262876 Edm = 1.07776 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297195.2396178 Edm = 6.01433 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297186.7183908 Edm = 0.978161 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297185.7172988 Edm = 0.267943 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297185.5080036 Edm = 0.072515 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297185.354988 Edm = 0.0350621 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297185.288708 Edm = 0.00424156 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297185.2810345 Edm = 0.00570446 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297185.2367638 Edm = 0.0454109 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297183.6915518 Edm = 1.45867 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297168.4666755 Edm = 6.44377 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297164.888315 Edm = 0.492579 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297164.3394344 Edm = 0.027331 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297164.3147005 Edm = 0.0046862 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297164.3094829 Edm = 0.00225797 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297164.3016323 Edm = 0.00224657 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297164.2897996 Edm = 0.00931316 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297163.7415199 Edm = 0.527552 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297159.4522071 Edm = 5.32638 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297155.2247635 Edm = 4.7917 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297152.0267244 Edm = 1.89103 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297147.6107958 Edm = 2.38225 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297146.6031414 Edm = 3.19741 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297144.7832789 Edm = 0.593072 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297143.8560278 Edm = 0.119679 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297143.6911162 Edm = 0.0971289 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297143.6382634 Edm = 0.0328541 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297143.6140596 Edm = 0.00246229 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297143.6094219 Edm = 0.00360048 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297143.5974297 Edm = 0.00963172 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297143.5728222 Edm = 0.00856313 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297143.5654304 Edm = 0.00356181 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297143.5480939 Edm = 0.0170396 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297143.4607212 Edm = 0.0751849 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297141.3594831 Edm = 3.45088 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297141.194608 Edm = 0.496875 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297140.5190111 Edm = 1.52726 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297134.9912675 Edm = 2.85509 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297129.3177349 Edm = 2.10916 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297123.6735515 Edm = 2.01937 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297120.7751751 Edm = 0.84496 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297120.3847607 Edm = 0.152344 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297120.2139769 Edm = 0.0987193 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297120.1053846 Edm = 0.017823 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297120.0880969 Edm = 0.00110849 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297120.0857884 Edm = 0.00157654 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297120.0743068 Edm = 0.0064552 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297120.0416257 Edm = 0.0282117 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297119.3002944 Edm = 0.658179 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297114.8131865 Edm = 0.762001 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297114.4707515 Edm = 0.116396 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297114.338467 Edm = 0.0228188 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297114.2760282 Edm = 0.0169078 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297114.2240628 Edm = 0.0489647 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297114.179991 Edm = 0.0158595 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297114.1594477 Edm = 0.0109553 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297114.1524951 Edm = 0.00317363 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297114.1468623 Edm = 0.00158374 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297114.1432885 Edm = 0.00025811 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297114.1427717 Edm = 0.00021807 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297114.14197 Edm = 0.000685406 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297114.1394699 Edm = 0.00105263 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297114.1352118 Edm = 0.00301783 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297114.0422118 Edm = 0.126171 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297113.8102767 Edm = 0.194586 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297112.9459481 Edm = 0.957245 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297111.9911317 Edm = 0.34637 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297111.5323572 Edm = 0.315848 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297111.451508 Edm = 0.0578491 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297111.4148592 Edm = 0.0215477 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297111.3746519 Edm = 0.0121662 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297111.3588504 Edm = 0.00185213 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297111.3570994 Edm = 0.000133773 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297111.3567738 Edm = 0.00013304 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297111.3556801 Edm = 0.000768366 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297111.345085 Edm = 0.00937303 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297111.1337901 Edm = 0.32905 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297111.0110459 Edm = 0.250182 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297110.344778 Edm = 0.582016 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297108.7388614 Edm = 1.06142 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297108.0540295 Edm = 0.488092 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297107.6706196 Edm = 0.158732 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297107.5322339 Edm = 0.0534732 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297107.4904014 Edm = 0.0127273 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297107.4788586 Edm = 0.000396213 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297107.4785414 Edm = 1.67401e-05 NCalls = 362 -VariableMetric: After Hessian - FCN = 297107.4785414 Edm = 1.35826 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297107.4785414 Edm = 1.35826 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297105.1408936 Edm = 3.82343 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297097.300722 Edm = 3.94296 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297097.2705344 Edm = 0.287769 NCalls = 852 -VariableMetric: Iteration # 117 - FCN = 297096.7735825 Edm = 0.708418 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297094.8484405 Edm = 2.72481 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297094.7750665 Edm = 0.244262 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297093.9246738 Edm = 0.619901 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297092.8682366 Edm = 0.245494 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297092.0804871 Edm = 0.38588 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297091.418743 Edm = 0.251286 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297090.7813593 Edm = 0.288608 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297090.1883801 Edm = 0.131237 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297090.0123141 Edm = 0.0469129 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297089.9665129 Edm = 0.0123689 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297089.9448706 Edm = 0.00555975 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297089.9327409 Edm = 0.00317202 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297089.9258214 Edm = 0.00138385 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297089.9236149 Edm = 0.000406961 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297089.923024 Edm = 5.95965e-05 NCalls = 892 -VariableMetric: After Hessian - FCN = 297089.923024 Edm = 0.000101869 NCalls = 1375 -VariableMetric: Iteration # 133 - FCN = 297089.923024 Edm = 0.000101869 NCalls = 1375 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321195.5634326 Edm = 69256.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321195.5634326 Edm = 69256.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303576.7177177 Edm = 4.67912 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 303425.6839674 Edm = 16.9724 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 301632.4601306 Edm = 56.7707 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301296.7045557 Edm = 122.449 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300962.682468 Edm = 20.7078 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300867.822924 Edm = 24.6844 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300841.5701214 Edm = 51.6977 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300638.9704768 Edm = 104.221 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 300632.2040348 Edm = 64.5595 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 300403.7200073 Edm = 221.691 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 300322.9927942 Edm = 95.5421 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 300254.0828517 Edm = 7.65925 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 300246.2019682 Edm = 3.22945 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 300180.398322 Edm = 37.959 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 299544.8894313 Edm = 501.572 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297840.1544108 Edm = 135.445 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297691.3941852 Edm = 9.58117 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297657.3631764 Edm = 14.1717 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297593.0267302 Edm = 7.81818 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297589.5738904 Edm = 0.0451341 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297589.5112578 Edm = 0.00801417 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297589.3774461 Edm = 0.134472 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297578.392477 Edm = 3.82377 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297541.7391558 Edm = 5.73076 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297533.5565383 Edm = 1.85597 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297530.9363078 Edm = 0.055267 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297530.8757564 Edm = 0.0109723 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297530.4891178 Edm = 0.329868 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297505.6033567 Edm = 8.80992 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297491.867343 Edm = 0.516988 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297491.2765286 Edm = 0.00771837 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297491.259431 Edm = 0.00703819 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297490.1150965 Edm = 1.16021 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297489.0408589 Edm = 1.02128 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297458.2079126 Edm = 1.62683 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297456.541153 Edm = 0.163169 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297456.2903998 Edm = 0.00343243 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297456.2843884 Edm = 0.00175091 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297456.2380116 Edm = 0.0445087 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297453.6907603 Edm = 0.642952 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297444.3138043 Edm = 2.88059 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297439.8035028 Edm = 0.243527 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297439.5786178 Edm = 0.0125959 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297439.5700639 Edm = 0.00068708 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297439.5691322 Edm = 0.000299141 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297439.5559833 Edm = 0.0119782 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297438.1871868 Edm = 0.900151 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297433.3433704 Edm = 0.145491 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297433.1872866 Edm = 0.00627083 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297433.1795105 Edm = 0.000822895 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297433.1782388 Edm = 9.69114e-05 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297433.1780566 Edm = 7.96447e-05 NCalls = 173 -VariableMetric: After Hessian - FCN = 297433.1780566 Edm = 1755.98 NCalls = 648 -VariableMetric: Iteration # 53 - FCN = 297433.1780566 Edm = 1755.98 NCalls = 648 -VariableMetric: Iteration # 54 - FCN = 297429.7806968 Edm = 107.274 NCalls = 658 -VariableMetric: Iteration # 55 - FCN = 297428.9672053 Edm = 2.3731 NCalls = 660 -VariableMetric: Iteration # 56 - FCN = 297425.220592 Edm = 1.70718 NCalls = 663 -VariableMetric: Iteration # 57 - FCN = 297423.0055259 Edm = 0.42108 NCalls = 665 -VariableMetric: Iteration # 58 - FCN = 297422.0238598 Edm = 0.166004 NCalls = 668 -VariableMetric: Iteration # 59 - FCN = 297421.6514725 Edm = 0.0877193 NCalls = 670 -VariableMetric: Iteration # 60 - FCN = 297421.4818279 Edm = 0.0351795 NCalls = 673 -VariableMetric: Iteration # 61 - FCN = 297421.4198035 Edm = 0.0175402 NCalls = 675 -VariableMetric: Iteration # 62 - FCN = 297421.3806572 Edm = 0.014346 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297421.3476575 Edm = 0.005274 NCalls = 679 -VariableMetric: Iteration # 64 - FCN = 297421.3290618 Edm = 0.0145048 NCalls = 681 -VariableMetric: Iteration # 65 - FCN = 297421.2751419 Edm = 0.0144598 NCalls = 684 -VariableMetric: Iteration # 66 - FCN = 297421.2432306 Edm = 0.0269225 NCalls = 687 -VariableMetric: Iteration # 67 - FCN = 297421.1655577 Edm = 0.0655464 NCalls = 691 -VariableMetric: Iteration # 68 - FCN = 297421.1107053 Edm = 0.0436192 NCalls = 694 -VariableMetric: Iteration # 69 - FCN = 297421.0553777 Edm = 0.0202845 NCalls = 697 -VariableMetric: Iteration # 70 - FCN = 297420.9136615 Edm = 0.0942391 NCalls = 700 -VariableMetric: Iteration # 71 - FCN = 297420.7928247 Edm = 0.376127 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297420.5831826 Edm = 0.126066 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297420.4339048 Edm = 0.424567 NCalls = 713 -VariableMetric: Iteration # 74 - FCN = 297420.2345529 Edm = 0.333174 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297419.8423843 Edm = 0.348302 NCalls = 720 -VariableMetric: Iteration # 76 - FCN = 297419.4048423 Edm = 0.279926 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297419.2235478 Edm = 0.116183 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297418.7179312 Edm = 0.270823 NCalls = 728 -VariableMetric: Iteration # 79 - FCN = 297417.8194621 Edm = 0.771019 NCalls = 733 -VariableMetric: Iteration # 80 - FCN = 297417.0538486 Edm = 0.558354 NCalls = 735 -VariableMetric: Iteration # 81 - FCN = 297414.8429042 Edm = 19.1291 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297412.5288189 Edm = 1.14865 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297412.3691644 Edm = 0.362984 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297411.7770861 Edm = 0.509031 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297410.1608023 Edm = 0.414618 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297409.5784271 Edm = 0.232766 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297409.1366239 Edm = 0.174078 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297408.9287937 Edm = 0.129086 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297408.7328975 Edm = 0.210514 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297408.1733407 Edm = 0.244955 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297407.7262607 Edm = 0.441889 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297406.666465 Edm = 6.12946 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297406.2851793 Edm = 0.47928 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297401.0245287 Edm = 10.6088 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297400.4249069 Edm = 1.2245 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297399.0808009 Edm = 0.761356 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297397.9942789 Edm = 0.353596 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297397.4954887 Edm = 0.597134 NCalls = 787 -VariableMetric: Iteration # 99 - FCN = 297396.9074441 Edm = 0.203609 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297396.7269134 Edm = 0.051273 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297396.6769077 Edm = 0.0228265 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297396.6242066 Edm = 0.00825074 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297396.6072764 Edm = 0.00567422 NCalls = 798 -VariableMetric: Iteration # 104 - FCN = 297396.5670557 Edm = 0.0127907 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297396.540001 Edm = 0.00730974 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297396.5250161 Edm = 0.00500417 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297396.506806 Edm = 0.00578253 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297396.4938438 Edm = 0.00331165 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297396.4894459 Edm = 0.00126835 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297396.4856906 Edm = 0.00198046 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297396.4737966 Edm = 0.00630067 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297396.4559805 Edm = 0.00909032 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297396.4465545 Edm = 0.00781951 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297396.4341403 Edm = 0.00888363 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297396.4004459 Edm = 0.0180776 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297396.3826311 Edm = 0.0198792 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297396.3650611 Edm = 0.00393748 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297396.3526403 Edm = 0.00910703 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297396.3349693 Edm = 0.0131206 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297396.3216823 Edm = 0.00386096 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297396.3124114 Edm = 0.0027954 NCalls = 844 -VariableMetric: Iteration # 122 - FCN = 297396.3051679 Edm = 0.00514103 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297396.3014615 Edm = 0.00457136 NCalls = 848 -VariableMetric: Iteration # 124 - FCN = 297396.2898148 Edm = 0.0040143 NCalls = 852 -VariableMetric: Iteration # 125 - FCN = 297396.282453 Edm = 0.00180868 NCalls = 854 -VariableMetric: Iteration # 126 - FCN = 297396.2779689 Edm = 0.00218676 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297396.2725057 Edm = 0.00347214 NCalls = 859 -VariableMetric: Iteration # 128 - FCN = 297396.2612293 Edm = 0.00217234 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297396.2565315 Edm = 0.00340773 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297396.2525828 Edm = 0.00338685 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297396.2445694 Edm = 0.00173234 NCalls = 871 -VariableMetric: Iteration # 132 - FCN = 297396.2411635 Edm = 0.00045176 NCalls = 873 -VariableMetric: Iteration # 133 - FCN = 297396.2405297 Edm = 0.000502131 NCalls = 875 -VariableMetric: Iteration # 134 - FCN = 297396.2402757 Edm = 0.000152414 NCalls = 876 -VariableMetric: Iteration # 135 - FCN = 297396.2398366 Edm = 0.000563182 NCalls = 878 -VariableMetric: Iteration # 136 - FCN = 297396.2392582 Edm = 0.000367941 NCalls = 881 -VariableMetric: Iteration # 137 - FCN = 297396.2381306 Edm = 0.000500822 NCalls = 884 -VariableMetric: Iteration # 138 - FCN = 297396.2375006 Edm = 0.000482442 NCalls = 886 -VariableMetric: Iteration # 139 - FCN = 297396.2366869 Edm = 0.00030701 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297396.2356173 Edm = 0.00047784 NCalls = 893 -VariableMetric: Iteration # 141 - FCN = 297396.2351447 Edm = 0.000996212 NCalls = 894 -VariableMetric: Iteration # 142 - FCN = 297396.2342675 Edm = 0.000534875 NCalls = 896 -VariableMetric: Iteration # 143 - FCN = 297396.2312418 Edm = 0.00187791 NCalls = 899 -VariableMetric: Iteration # 144 - FCN = 297396.2286574 Edm = 0.00229242 NCalls = 902 -VariableMetric: Iteration # 145 - FCN = 297396.2232294 Edm = 0.00466825 NCalls = 905 -VariableMetric: Iteration # 146 - FCN = 297396.2172412 Edm = 0.00822857 NCalls = 909 -VariableMetric: Iteration # 147 - FCN = 297396.2114974 Edm = 0.0191021 NCalls = 913 -VariableMetric: Iteration # 148 - FCN = 297396.2002601 Edm = 0.00608639 NCalls = 917 -VariableMetric: Iteration # 149 - FCN = 297396.1946158 Edm = 0.00281222 NCalls = 919 -VariableMetric: Iteration # 150 - FCN = 297396.1927584 Edm = 0.00302438 NCalls = 921 -VariableMetric: Iteration # 151 - FCN = 297396.1912727 Edm = 0.00154635 NCalls = 924 -VariableMetric: Iteration # 152 - FCN = 297396.1877457 Edm = 0.000608284 NCalls = 928 -VariableMetric: Iteration # 153 - FCN = 297396.1869911 Edm = 0.000266713 NCalls = 930 -VariableMetric: Iteration # 154 - FCN = 297396.18684 Edm = 6.0625e-05 NCalls = 932 -VariableMetric: After Hessian - FCN = 297396.18684 Edm = 0.00650826 NCalls = 1415 -VariableMetric: Iteration # 155 - FCN = 297396.18684 Edm = 0.00650826 NCalls = 1415 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324870.6814021 Edm = 519.943 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324870.6814021 Edm = 519.943 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298129.3094444 Edm = 6.77485 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 297658.0493877 Edm = 35.1204 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 297649.3127128 Edm = 0.157679 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297648.9801614 Edm = 0.259407 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297617.0379423 Edm = 13.5622 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297595.5254889 Edm = 0.161843 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297595.2399785 Edm = 0.050661 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297594.567348 Edm = 0.908246 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297592.5757314 Edm = 1.70654 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297524.0106107 Edm = 1.20658 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297521.1447481 Edm = 0.533896 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297520.6959211 Edm = 0.686547 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297520.0340466 Edm = 0.0534806 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297519.39789 Edm = 0.521005 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297463.0155102 Edm = 23.086 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297391.3234295 Edm = 5.86703 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297387.408652 Edm = 0.632088 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297386.7447672 Edm = 0.0244379 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297386.615832 Edm = 0.0803387 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297382.3014246 Edm = 3.63739 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297366.8330628 Edm = 13.3364 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297345.2057407 Edm = 31.8401 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297335.5577206 Edm = 0.914518 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297334.1133425 Edm = 0.286377 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297332.6819993 Edm = 0.355491 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297332.295384 Edm = 0.0339827 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297332.257694 Edm = 0.00791907 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297331.9972565 Edm = 0.281116 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297323.5497444 Edm = 3.88792 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297316.5785078 Edm = 9.61817 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297311.996108 Edm = 3.16608 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297308.2485479 Edm = 0.774469 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297307.0793327 Edm = 0.956483 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297304.8315042 Edm = 1.23297 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297303.4873385 Edm = 1.67719 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297301.8394787 Edm = 0.266562 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297300.8322194 Edm = 0.123462 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297300.4110488 Edm = 0.306005 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297300.3386518 Edm = 0.395836 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297299.9799216 Edm = 0.750598 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297299.5203037 Edm = 0.395567 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297298.0315925 Edm = 0.591744 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297297.3026269 Edm = 1.62566 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297294.5677026 Edm = 0.901441 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297293.2638261 Edm = 0.260698 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297293.0238962 Edm = 0.114042 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297292.9040474 Edm = 0.00171951 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297292.9019796 Edm = 0.000600345 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297292.8947988 Edm = 0.00661059 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297292.1078972 Edm = 0.667349 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297285.4219404 Edm = 0.925189 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297283.5304031 Edm = 0.2853 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297283.3747618 Edm = 0.11677 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297283.299895 Edm = 0.00584809 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297283.2939927 Edm = 0.000908675 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297283.2916572 Edm = 0.00159399 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297283.2754267 Edm = 0.0166558 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297282.4842706 Edm = 0.209866 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297280.5071358 Edm = 2.98378 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297277.7446148 Edm = 1.07021 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297275.6665663 Edm = 0.656658 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297275.535291 Edm = 0.138674 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297275.4412939 Edm = 0.011863 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297275.4073982 Edm = 0.0233742 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297275.3146204 Edm = 0.0309063 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297275.2543623 Edm = 0.00739394 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297275.2470105 Edm = 0.00470739 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297275.243081 Edm = 0.00105637 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297275.240155 Edm = 0.0015247 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297275.2002543 Edm = 0.0313283 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297273.7769054 Edm = 1.67482 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297273.4956941 Edm = 0.427733 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297273.1126536 Edm = 0.881428 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297270.8951114 Edm = 1.34269 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297268.1792479 Edm = 0.290751 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297267.6320064 Edm = 0.164396 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297267.2838482 Edm = 0.102164 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297267.1450202 Edm = 0.0556925 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297267.0712502 Edm = 0.0162152 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297267.0403196 Edm = 0.00387178 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297267.0343178 Edm = 0.0010113 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297267.0252683 Edm = 0.00874245 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297266.9146683 Edm = 0.0861296 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297262.4756817 Edm = 2.54458 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297260.4011849 Edm = 2.03826 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297258.9427145 Edm = 0.220276 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297258.6010006 Edm = 0.191528 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297258.464284 Edm = 0.291427 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297258.2741381 Edm = 0.0700983 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297258.1633864 Edm = 0.132701 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297257.9750581 Edm = 0.103727 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297257.8732848 Edm = 0.175957 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297257.701811 Edm = 0.0609283 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297257.5252778 Edm = 0.119514 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297257.4802599 Edm = 0.0778804 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297257.3976868 Edm = 0.0185066 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297257.3729996 Edm = 0.010684 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297257.3626806 Edm = 0.00268809 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297257.3591516 Edm = 0.000520316 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297257.3568417 Edm = 0.00186541 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297257.2951652 Edm = 0.0545094 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297254.0122075 Edm = 1.58411 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297252.6107306 Edm = 2.29735 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297250.614323 Edm = 1.21813 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297249.4661101 Edm = 0.541257 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297248.4776878 Edm = 0.794708 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297248.0587132 Edm = 0.345971 NCalls = 334 -VariableMetric: Iteration # 108 - FCN = 297247.9435338 Edm = 0.0239077 NCalls = 336 -VariableMetric: Iteration # 109 - FCN = 297247.8681349 Edm = 0.035468 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297247.7310922 Edm = 0.0655594 NCalls = 342 -VariableMetric: Iteration # 111 - FCN = 297247.631267 Edm = 0.0660981 NCalls = 344 -VariableMetric: Iteration # 112 - FCN = 297247.5714055 Edm = 0.0233746 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297247.5359896 Edm = 0.037428 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297247.5094951 Edm = 0.0160848 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297247.4756432 Edm = 0.00900355 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297247.466261 Edm = 0.00345284 NCalls = 357 -VariableMetric: Iteration # 117 - FCN = 297247.4627927 Edm = 0.000802299 NCalls = 360 -VariableMetric: Iteration # 118 - FCN = 297247.4618238 Edm = 0.000111805 NCalls = 362 -VariableMetric: Iteration # 119 - FCN = 297247.4615394 Edm = 0.000157015 NCalls = 364 -VariableMetric: Iteration # 120 - FCN = 297247.4567169 Edm = 0.00462159 NCalls = 368 -VariableMetric: Iteration # 121 - FCN = 297247.4032816 Edm = 0.0538374 NCalls = 374 -VariableMetric: Iteration # 122 - FCN = 297247.2409916 Edm = 0.0765372 NCalls = 382 -VariableMetric: Iteration # 123 - FCN = 297247.2075565 Edm = 0.200794 NCalls = 384 -VariableMetric: Iteration # 124 - FCN = 297247.173256 Edm = 0.287248 NCalls = 386 -VariableMetric: Iteration # 125 - FCN = 297247.0727857 Edm = 0.101312 NCalls = 388 -VariableMetric: Iteration # 126 - FCN = 297246.856965 Edm = 0.319734 NCalls = 391 -VariableMetric: Iteration # 127 - FCN = 297246.3549497 Edm = 0.0265365 NCalls = 394 -VariableMetric: Iteration # 128 - FCN = 297246.3116414 Edm = 0.0103964 NCalls = 396 -VariableMetric: Iteration # 129 - FCN = 297246.2791131 Edm = 0.0105065 NCalls = 398 -VariableMetric: Iteration # 130 - FCN = 297246.2501876 Edm = 0.00491865 NCalls = 402 -VariableMetric: Iteration # 131 - FCN = 297246.2424366 Edm = 0.00106763 NCalls = 404 -VariableMetric: Iteration # 132 - FCN = 297246.2409009 Edm = 7.80588e-05 NCalls = 406 -VariableMetric: Iteration # 133 - FCN = 297246.240699 Edm = 6.79975e-05 NCalls = 408 -VariableMetric: Iteration # 134 - FCN = 297246.2400138 Edm = 0.000622893 NCalls = 411 -VariableMetric: Iteration # 135 - FCN = 297246.2345201 Edm = 0.00549381 NCalls = 416 -VariableMetric: Iteration # 136 - FCN = 297246.2339409 Edm = 0.000452112 NCalls = 419 -VariableMetric: Iteration # 137 - FCN = 297246.221088 Edm = 0.00920301 NCalls = 424 -VariableMetric: Iteration # 138 - FCN = 297246.2188449 Edm = 0.00416246 NCalls = 427 -VariableMetric: Iteration # 139 - FCN = 297246.1326722 Edm = 0.062571 NCalls = 436 -VariableMetric: Iteration # 140 - FCN = 297246.0829353 Edm = 0.15814 NCalls = 439 -VariableMetric: Iteration # 141 - FCN = 297246.0028944 Edm = 0.0361522 NCalls = 441 -VariableMetric: Iteration # 142 - FCN = 297245.7932058 Edm = 0.0519916 NCalls = 444 -VariableMetric: Iteration # 143 - FCN = 297245.7231806 Edm = 0.00350766 NCalls = 447 -VariableMetric: Iteration # 144 - FCN = 297245.7188136 Edm = 0.000951094 NCalls = 449 -VariableMetric: Iteration # 145 - FCN = 297245.7168742 Edm = 0.000978187 NCalls = 451 -VariableMetric: Iteration # 146 - FCN = 297245.7161324 Edm = 0.000206536 NCalls = 453 -VariableMetric: Iteration # 147 - FCN = 297245.7159053 Edm = 1.51109e-05 NCalls = 455 -VariableMetric: After Hessian - FCN = 297245.7159053 Edm = 1.30349 NCalls = 932 -VariableMetric: Iteration # 148 - FCN = 297245.7159053 Edm = 1.30349 NCalls = 932 -VariableMetric: Iteration # 149 - FCN = 297245.5294778 Edm = 1.238 NCalls = 934 -VariableMetric: Iteration # 150 - FCN = 297245.1682725 Edm = 1.21924 NCalls = 936 -VariableMetric: Iteration # 151 - FCN = 297244.7654264 Edm = 0.263363 NCalls = 938 -VariableMetric: Iteration # 152 - FCN = 297244.5301302 Edm = 0.138553 NCalls = 940 -VariableMetric: Iteration # 153 - FCN = 297244.308181 Edm = 0.346608 NCalls = 944 -VariableMetric: Iteration # 154 - FCN = 297244.2336172 Edm = 0.102815 NCalls = 947 -VariableMetric: Iteration # 155 - FCN = 297244.0395882 Edm = 0.0888822 NCalls = 949 -VariableMetric: Iteration # 156 - FCN = 297243.9635839 Edm = 0.0482334 NCalls = 951 -VariableMetric: Iteration # 157 - FCN = 297243.8997253 Edm = 0.0622253 NCalls = 954 -VariableMetric: Iteration # 158 - FCN = 297243.873675 Edm = 0.0465389 NCalls = 956 -VariableMetric: Iteration # 159 - FCN = 297243.8363024 Edm = 0.0151184 NCalls = 959 -VariableMetric: Iteration # 160 - FCN = 297243.8093503 Edm = 0.00582858 NCalls = 962 -VariableMetric: Iteration # 161 - FCN = 297243.7999687 Edm = 0.0102467 NCalls = 965 -VariableMetric: Iteration # 162 - FCN = 297243.7902133 Edm = 0.00584779 NCalls = 967 -VariableMetric: Iteration # 163 - FCN = 297243.7821108 Edm = 0.0128003 NCalls = 970 -VariableMetric: Iteration # 164 - FCN = 297243.7548547 Edm = 0.0151405 NCalls = 975 -VariableMetric: Iteration # 165 - FCN = 297243.7337994 Edm = 0.0186809 NCalls = 978 -VariableMetric: Iteration # 166 - FCN = 297243.7012886 Edm = 0.0146261 NCalls = 980 -VariableMetric: Iteration # 167 - FCN = 297243.6751595 Edm = 0.0135845 NCalls = 983 -VariableMetric: Iteration # 168 - FCN = 297243.6669133 Edm = 0.00615538 NCalls = 985 -VariableMetric: Iteration # 169 - FCN = 297243.6610843 Edm = 0.00234678 NCalls = 987 -VariableMetric: Iteration # 170 - FCN = 297243.6585656 Edm = 0.000799309 NCalls = 989 -VariableMetric: Iteration # 171 - FCN = 297243.6574103 Edm = 0.000438308 NCalls = 991 -VariableMetric: Iteration # 172 - FCN = 297243.656198 Edm = 0.000393728 NCalls = 993 -VariableMetric: Iteration # 173 - FCN = 297243.655423 Edm = 0.000277098 NCalls = 995 -VariableMetric: Iteration # 174 - FCN = 297243.654446 Edm = 0.000238013 NCalls = 997 -VariableMetric: Iteration # 175 - FCN = 297243.6538573 Edm = 5.79796e-05 NCalls = 999 -VariableMetric: After Hessian - FCN = 297243.6538573 Edm = 9.47181e-05 NCalls = 1486 -VariableMetric: Iteration # 176 - FCN = 297243.6538573 Edm = 9.47181e-05 NCalls = 1486 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320086.0037125 Edm = 42.6617 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320086.0037125 Edm = 42.6617 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303134.5661405 Edm = 9.80648 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303101.1422677 Edm = 11.6949 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300944.7718429 Edm = 131.442 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 300825.0636487 Edm = 6.60015 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300796.5173645 Edm = 19.4289 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300155.0083135 Edm = 689.01 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297630.2131589 Edm = 98.9668 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297523.09078 Edm = 153.079 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297502.3202895 Edm = 1.5578 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297499.9818589 Edm = 1.3017 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297482.646725 Edm = 6.84504 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297467.5399175 Edm = 0.337947 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297463.6334851 Edm = 8.07751 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297460.063608 Edm = 5.60568 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297452.4102487 Edm = 2.73106 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297445.0037552 Edm = 12.7706 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297439.2883349 Edm = 4.52723 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297410.5351903 Edm = 13.2253 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297370.0659912 Edm = 2.11896 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297366.8369095 Edm = 0.993149 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297365.485518 Edm = 0.139072 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297360.7685478 Edm = 3.68862 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297341.206225 Edm = 7.15936 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297333.6660908 Edm = 0.261916 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297333.3919713 Edm = 0.0411222 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297333.3158246 Edm = 0.0135735 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297333.1609645 Edm = 0.133894 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297322.3846094 Edm = 7.88228 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297313.8807433 Edm = 3.99394 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297310.3820493 Edm = 0.135722 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297310.2394552 Edm = 0.0439549 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297310.1382622 Edm = 0.0221662 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297310.0511714 Edm = 0.0812104 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297305.6870863 Edm = 3.90902 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297277.0000052 Edm = 15.8074 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297266.0108711 Edm = 20.9687 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297261.7144198 Edm = 1.14213 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297260.7891658 Edm = 0.0438434 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297260.7392521 Edm = 0.00818091 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297260.7036883 Edm = 0.00931139 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297260.6863414 Edm = 0.00644786 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297260.6641223 Edm = 0.0254448 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297259.3184801 Edm = 1.11789 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297247.7892085 Edm = 8.56669 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297241.8531776 Edm = 0.288089 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297241.4555338 Edm = 0.0685782 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297241.2490174 Edm = 0.0400958 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297241.190983 Edm = 0.0123109 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297241.17272 Edm = 0.00183461 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297241.1694117 Edm = 0.000982496 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297241.1594265 Edm = 0.0109728 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297240.9665734 Edm = 0.1248 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297239.5191224 Edm = 1.01837 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297236.4769726 Edm = 1.32672 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297236.0952687 Edm = 0.939425 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297234.7951722 Edm = 0.332333 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297234.2616482 Edm = 0.0637283 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297234.2218116 Edm = 0.00238285 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297234.2189876 Edm = 0.000170653 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297234.2183702 Edm = 0.000229043 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297234.2163097 Edm = 0.00140423 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297233.9201562 Edm = 0.263261 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297230.3240698 Edm = 0.253766 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297230.0808638 Edm = 0.00671533 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297230.0730886 Edm = 0.000480704 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297230.0726149 Edm = 9.20518e-05 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297230.072387 Edm = 0.000143864 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297230.0647234 Edm = 0.00683169 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297229.6943603 Edm = 0.126917 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297229.4543347 Edm = 0.00205706 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297229.4520235 Edm = 8.49836e-05 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297229.451826 Edm = 0.0001052 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297229.4450054 Edm = 0.00579565 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297229.3208414 Edm = 0.113647 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297227.668884 Edm = 0.372398 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297227.2630935 Edm = 0.00773298 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297227.2555275 Edm = 0.000334952 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297227.2551753 Edm = 7.58969e-05 NCalls = 252 -VariableMetric: After Hessian - FCN = 297227.2551753 Edm = 8.47036 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297227.2551753 Edm = 8.47036 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297226.9277244 Edm = 24.8861 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297223.3230739 Edm = 0.314793 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297222.8931001 Edm = 0.195074 NCalls = 737 -VariableMetric: Iteration # 83 - FCN = 297222.5585468 Edm = 0.133605 NCalls = 739 -VariableMetric: Iteration # 84 - FCN = 297222.5229942 Edm = 0.0764289 NCalls = 741 -VariableMetric: Iteration # 85 - FCN = 297222.2852198 Edm = 0.164307 NCalls = 744 -VariableMetric: Iteration # 86 - FCN = 297222.1559417 Edm = 0.138842 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297221.9440729 Edm = 0.0798984 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297221.8603849 Edm = 0.0580237 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297221.8126234 Edm = 0.0247174 NCalls = 755 -VariableMetric: Iteration # 90 - FCN = 297221.767105 Edm = 0.0363929 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297221.7159189 Edm = 0.0211183 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297221.6607439 Edm = 0.0261041 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297221.5895782 Edm = 0.037421 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297221.512064 Edm = 0.0332903 NCalls = 766 -VariableMetric: Iteration # 95 - FCN = 297221.4390804 Edm = 0.0120841 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297221.4164544 Edm = 0.00611554 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297221.4002609 Edm = 0.00355641 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297221.39414 Edm = 0.0008699 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297221.3917833 Edm = 0.000407312 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297221.3908532 Edm = 0.000150639 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297221.3904422 Edm = 0.000132124 NCalls = 780 -VariableMetric: Iteration # 102 - FCN = 297221.390147 Edm = 5.13363e-05 NCalls = 782 -VariableMetric: After Hessian - FCN = 297221.390147 Edm = 0.000221376 NCalls = 1265 -VariableMetric: Iteration # 103 - FCN = 297221.390147 Edm = 0.000221376 NCalls = 1265 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301773.4899058 Edm = 12.348 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301773.4899058 Edm = 12.348 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298125.8753501 Edm = 0.932723 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298125.0326597 Edm = 2.54431 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297831.4145317 Edm = 10.657 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297825.0876825 Edm = 0.16307 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297824.8135849 Edm = 0.0860101 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297796.5123628 Edm = 24.6692 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297679.0175052 Edm = 0.754131 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297678.1728412 Edm = 0.0907631 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297677.1460144 Edm = 0.652477 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297618.0755967 Edm = 14.3114 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297599.80965 Edm = 0.178243 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297599.5632098 Edm = 0.0314188 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297599.423101 Edm = 0.112504 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297580.047135 Edm = 3.32312 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297575.1870211 Edm = 1.10869 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297573.6090698 Edm = 2.54022 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297571.7149591 Edm = 0.469631 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297570.9966102 Edm = 0.113203 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297570.8531702 Edm = 0.034927 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297570.7962519 Edm = 0.0217782 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297570.5870638 Edm = 0.184681 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297542.5201596 Edm = 6.79274 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297538.6387688 Edm = 21.1029 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297503.7493088 Edm = 59.939 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297460.1427147 Edm = 2.06772 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297457.4757164 Edm = 0.263893 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297456.8975239 Edm = 0.309558 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297454.8700721 Edm = 0.920683 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297452.9879312 Edm = 0.166512 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297452.7537516 Edm = 0.0324237 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297452.6956612 Edm = 0.0392463 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297452.6362396 Edm = 0.0140673 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297452.6060484 Edm = 0.00967628 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297452.5599051 Edm = 0.0364322 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297452.3574431 Edm = 0.334069 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297452.2776549 Edm = 0.0916709 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297449.2668882 Edm = 3.51205 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297445.7263621 Edm = 8.24688 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297443.1565607 Edm = 1.89972 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297436.7828151 Edm = 1.90339 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297430.8055284 Edm = 8.7006 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297412.8698113 Edm = 15.7049 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297392.2281208 Edm = 8.26414 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297383.8726267 Edm = 3.31786 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297378.1962636 Edm = 5.38427 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297373.336136 Edm = 1.19005 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297371.5716697 Edm = 0.213625 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297371.3557374 Edm = 0.0834227 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297371.2462172 Edm = 0.022925 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297371.2036173 Edm = 0.00485154 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297371.189587 Edm = 0.0085441 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297371.1164485 Edm = 0.0714484 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297370.4730458 Edm = 0.529906 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297365.9538502 Edm = 7.15323 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297356.0969894 Edm = 20.4207 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297347.7365662 Edm = 5.72996 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297324.7895955 Edm = 3.71976 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297318.2035459 Edm = 2.81248 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297315.7209622 Edm = 1.36613 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297313.7730207 Edm = 0.625209 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297313.278037 Edm = 0.0813367 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297313.1399892 Edm = 0.0662838 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297313.0011974 Edm = 0.0149643 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297312.9866293 Edm = 0.0021214 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297312.9831014 Edm = 0.00236075 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297312.8767667 Edm = 0.0667142 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297312.7298148 Edm = 0.0393408 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297312.5305955 Edm = 0.178586 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297306.8168631 Edm = 7.98339 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297306.733972 Edm = 0.0451214 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297306.0452908 Edm = 0.482411 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297302.0769416 Edm = 1.59365 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297296.8857218 Edm = 4.16749 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297288.2889132 Edm = 4.02012 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297284.5794125 Edm = 1.91618 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297284.0663828 Edm = 0.573271 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297283.5711211 Edm = 0.232295 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297283.4089133 Edm = 0.0765942 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297283.3274964 Edm = 0.0161617 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297283.3068238 Edm = 0.00742067 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297283.2901228 Edm = 0.00201829 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297283.2872554 Edm = 0.000662687 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297283.2806721 Edm = 0.00501357 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297282.4826215 Edm = 0.951036 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297282.2941217 Edm = 0.185105 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297281.0364181 Edm = 1.37027 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297280.9488811 Edm = 0.0902573 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297279.6317966 Edm = 1.76626 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297279.572013 Edm = 0.0864662 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297279.4719276 Edm = 0.121584 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297279.3155749 Edm = 0.126626 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297277.5838623 Edm = 2.37269 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297270.3319936 Edm = 2.33765 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297269.2025704 Edm = 0.339487 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297268.7772995 Edm = 0.0585601 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297268.73701 Edm = 0.0144896 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297268.7231076 Edm = 0.00573057 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297268.5186006 Edm = 0.223205 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297268.5097372 Edm = 0.027621 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 297268.4608041 Edm = 0.0634908 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297268.1431343 Edm = 0.270351 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297268.1353492 Edm = 0.00916283 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297268.0450659 Edm = 0.0745663 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297266.8747159 Edm = 0.367741 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297266.345112 Edm = 0.0259866 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297266.3177034 Edm = 0.00420854 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297266.3119051 Edm = 0.00519275 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297266.3052248 Edm = 0.00482624 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297266.2787587 Edm = 0.0154799 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297266.0431421 Edm = 0.230869 NCalls = 371 -VariableMetric: Iteration # 111 - FCN = 297265.9952621 Edm = 0.255377 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297265.923614 Edm = 0.111711 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297265.7234829 Edm = 0.632544 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297265.2714938 Edm = 0.949517 NCalls = 386 -VariableMetric: Iteration # 115 - FCN = 297265.1755836 Edm = 0.157586 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297262.7169263 Edm = 0.788413 NCalls = 396 -VariableMetric: Iteration # 117 - FCN = 297261.280025 Edm = 0.619664 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297259.3866389 Edm = 0.458805 NCalls = 401 -VariableMetric: Iteration # 119 - FCN = 297258.8442421 Edm = 0.206082 NCalls = 404 -VariableMetric: Iteration # 120 - FCN = 297258.7099421 Edm = 0.12761 NCalls = 405 -VariableMetric: Iteration # 121 - FCN = 297258.3742561 Edm = 0.486935 NCalls = 407 -VariableMetric: Iteration # 122 - FCN = 297258.2711362 Edm = 0.107635 NCalls = 410 -VariableMetric: Iteration # 123 - FCN = 297257.6958216 Edm = 0.566172 NCalls = 414 -VariableMetric: Iteration # 124 - FCN = 297256.2744231 Edm = 1.98322 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297256.1794222 Edm = 0.114661 NCalls = 421 -VariableMetric: Iteration # 126 - FCN = 297255.9716143 Edm = 0.303176 NCalls = 423 -VariableMetric: Iteration # 127 - FCN = 297253.4364889 Edm = 1.6637 NCalls = 429 -VariableMetric: Iteration # 128 - FCN = 297250.8165819 Edm = 1.95993 NCalls = 431 -VariableMetric: Iteration # 129 - FCN = 297248.7324303 Edm = 0.454718 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297248.2174739 Edm = 0.110976 NCalls = 436 -VariableMetric: Iteration # 131 - FCN = 297248.1329616 Edm = 0.0305839 NCalls = 439 -VariableMetric: Iteration # 132 - FCN = 297248.0772183 Edm = 0.0170275 NCalls = 441 -VariableMetric: Iteration # 133 - FCN = 297248.0285453 Edm = 0.00646709 NCalls = 444 -VariableMetric: Iteration # 134 - FCN = 297248.0176673 Edm = 0.00799132 NCalls = 446 -VariableMetric: Iteration # 135 - FCN = 297248.0076653 Edm = 0.0102471 NCalls = 448 -VariableMetric: Iteration # 136 - FCN = 297247.937144 Edm = 0.041976 NCalls = 452 -VariableMetric: Iteration # 137 - FCN = 297247.610494 Edm = 0.0720648 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297247.5240756 Edm = 0.172656 NCalls = 459 -VariableMetric: Iteration # 139 - FCN = 297247.4323656 Edm = 0.061718 NCalls = 461 -VariableMetric: Iteration # 140 - FCN = 297247.316093 Edm = 0.0354415 NCalls = 463 -VariableMetric: Iteration # 141 - FCN = 297247.2576046 Edm = 0.0255171 NCalls = 465 -VariableMetric: Iteration # 142 - FCN = 297247.2290665 Edm = 0.00532541 NCalls = 467 -VariableMetric: Iteration # 143 - FCN = 297247.2194639 Edm = 0.00224997 NCalls = 469 -VariableMetric: Iteration # 144 - FCN = 297247.1986544 Edm = 0.0166701 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297246.9852776 Edm = 0.238187 NCalls = 476 -VariableMetric: Iteration # 146 - FCN = 297242.9903084 Edm = 2.98886 NCalls = 482 -VariableMetric: Iteration # 147 - FCN = 297238.8901783 Edm = 2.70807 NCalls = 486 -VariableMetric: Iteration # 148 - FCN = 297236.6174339 Edm = 0.387759 NCalls = 489 -VariableMetric: Iteration # 149 - FCN = 297236.48899 Edm = 0.270735 NCalls = 491 -VariableMetric: Iteration # 150 - FCN = 297236.392882 Edm = 0.0111999 NCalls = 493 -VariableMetric: Iteration # 151 - FCN = 297236.3781938 Edm = 0.0080373 NCalls = 495 -VariableMetric: Iteration # 152 - FCN = 297236.3518629 Edm = 0.0235511 NCalls = 498 -VariableMetric: Iteration # 153 - FCN = 297236.2761194 Edm = 0.0455138 NCalls = 502 -VariableMetric: Iteration # 154 - FCN = 297236.2702028 Edm = 0.0103275 NCalls = 503 -VariableMetric: Iteration # 155 - FCN = 297236.2436466 Edm = 0.0233012 NCalls = 506 -VariableMetric: Iteration # 156 - FCN = 297236.1010221 Edm = 0.0446515 NCalls = 512 -VariableMetric: Iteration # 157 - FCN = 297235.9484503 Edm = 0.198676 NCalls = 516 -VariableMetric: Iteration # 158 - FCN = 297235.8810031 Edm = 0.0712933 NCalls = 518 -VariableMetric: Iteration # 159 - FCN = 297235.801047 Edm = 0.0380661 NCalls = 523 -VariableMetric: Iteration # 160 - FCN = 297235.7271642 Edm = 0.0185968 NCalls = 526 -VariableMetric: Iteration # 161 - FCN = 297235.6990119 Edm = 0.0137334 NCalls = 528 -VariableMetric: Iteration # 162 - FCN = 297235.6922739 Edm = 0.00263762 NCalls = 530 -VariableMetric: Iteration # 163 - FCN = 297235.6863227 Edm = 0.00135137 NCalls = 532 -VariableMetric: Iteration # 164 - FCN = 297235.6807397 Edm = 0.00296385 NCalls = 534 -VariableMetric: Iteration # 165 - FCN = 297235.5923012 Edm = 0.0866559 NCalls = 538 -VariableMetric: Iteration # 166 - FCN = 297235.1244627 Edm = 0.447579 NCalls = 544 -VariableMetric: Iteration # 167 - FCN = 297230.6150275 Edm = 5.43316 NCalls = 549 -VariableMetric: Iteration # 168 - FCN = 297230.1748524 Edm = 1.63917 NCalls = 550 -VariableMetric: Iteration # 169 - FCN = 297228.7548284 Edm = 0.11982 NCalls = 552 -VariableMetric: Iteration # 170 - FCN = 297228.5637583 Edm = 0.0456342 NCalls = 554 -VariableMetric: Iteration # 171 - FCN = 297228.4674463 Edm = 0.0332836 NCalls = 556 -VariableMetric: Iteration # 172 - FCN = 297228.3308993 Edm = 0.0134643 NCalls = 559 -VariableMetric: Iteration # 173 - FCN = 297228.3161142 Edm = 0.00109403 NCalls = 561 -VariableMetric: Iteration # 174 - FCN = 297228.3147523 Edm = 0.000230191 NCalls = 563 -VariableMetric: Iteration # 175 - FCN = 297228.3130144 Edm = 0.00119867 NCalls = 566 -VariableMetric: Iteration # 176 - FCN = 297228.2870215 Edm = 0.0229598 NCalls = 570 -VariableMetric: Iteration # 177 - FCN = 297227.633197 Edm = 0.564662 NCalls = 574 -VariableMetric: Iteration # 178 - FCN = 297225.1390379 Edm = 0.408778 NCalls = 576 -VariableMetric: Iteration # 179 - FCN = 297224.6959525 Edm = 0.0566462 NCalls = 578 -VariableMetric: Iteration # 180 - FCN = 297224.6333203 Edm = 0.0309056 NCalls = 580 -VariableMetric: Iteration # 181 - FCN = 297224.6159474 Edm = 0.00342496 NCalls = 582 -VariableMetric: Iteration # 182 - FCN = 297224.6109496 Edm = 0.000316943 NCalls = 584 -VariableMetric: Iteration # 183 - FCN = 297224.6105786 Edm = 4.45255e-05 NCalls = 586 -VariableMetric: After Hessian - FCN = 297224.6105786 Edm = 5.73497 NCalls = 1065 -VariableMetric: Iteration # 184 - FCN = 297224.6105786 Edm = 5.73497 NCalls = 1065 -VariableMetric: Iteration # 185 - FCN = 297224.5759626 Edm = 7.0896 NCalls = 1068 -VariableMetric: Iteration # 186 - FCN = 297223.5547223 Edm = 0.279583 NCalls = 1072 -VariableMetric: Iteration # 187 - FCN = 297223.4605752 Edm = 15443.8 NCalls = 1074 -VariableMetric: Iteration # 188 - FCN = 297223.306628 Edm = 102.04 NCalls = 1079 -VariableMetric: Iteration # 189 - FCN = 297223.2809322 Edm = 164.829 NCalls = 1083 -VariableMetric: Iteration # 190 - FCN = 297223.2721442 Edm = 23.9699 NCalls = 1087 -VariableMetric: Iteration # 191 - FCN = 297223.2105612 Edm = 25.5407 NCalls = 1090 -VariableMetric: Iteration # 192 - FCN = 297223.1493105 Edm = 27.0569 NCalls = 1093 -VariableMetric: Iteration # 193 - FCN = 297223.0969717 Edm = 5.06196 NCalls = 1096 -VariableMetric: Iteration # 194 - FCN = 297223.0735051 Edm = 6.83363 NCalls = 1099 -VariableMetric: Iteration # 195 - FCN = 297223.0453429 Edm = 6.84381 NCalls = 1102 -VariableMetric: Iteration # 196 - FCN = 297222.9948316 Edm = 10.1673 NCalls = 1105 -VariableMetric: Iteration # 197 - FCN = 297222.9899101 Edm = 4.732 NCalls = 1107 -VariableMetric: Iteration # 198 - FCN = 297222.9401363 Edm = 1.21535 NCalls = 1109 -VariableMetric: Iteration # 199 - FCN = 297222.8426816 Edm = 1.43642 NCalls = 1111 -VariableMetric: Iteration # 200 - FCN = 297222.7895695 Edm = 1.92373 NCalls = 1113 -VariableMetric: Iteration # 201 - FCN = 297222.7563038 Edm = 0.249181 NCalls = 1115 -VariableMetric: Iteration # 202 - FCN = 297222.7074039 Edm = 0.925991 NCalls = 1117 -VariableMetric: Iteration # 203 - FCN = 297222.6414988 Edm = 0.267007 NCalls = 1119 -VariableMetric: Iteration # 204 - FCN = 297222.5802983 Edm = 0.1963 NCalls = 1121 -VariableMetric: Iteration # 205 - FCN = 297222.5604928 Edm = 0.432717 NCalls = 1123 -VariableMetric: Iteration # 206 - FCN = 297222.5148545 Edm = 0.246709 NCalls = 1125 -VariableMetric: Iteration # 207 - FCN = 297222.4793998 Edm = 0.271691 NCalls = 1127 -VariableMetric: Iteration # 208 - FCN = 297222.4275799 Edm = 0.104324 NCalls = 1129 -VariableMetric: Iteration # 209 - FCN = 297222.3744342 Edm = 0.104775 NCalls = 1131 -VariableMetric: Iteration # 210 - FCN = 297222.3391896 Edm = 0.0616978 NCalls = 1133 -VariableMetric: Iteration # 211 - FCN = 297222.2944687 Edm = 0.0485302 NCalls = 1135 -VariableMetric: Iteration # 212 - FCN = 297222.2714779 Edm = 0.0346048 NCalls = 1137 -VariableMetric: Iteration # 213 - FCN = 297222.2159927 Edm = 0.0492079 NCalls = 1140 -VariableMetric: Iteration # 214 - FCN = 297222.131697 Edm = 0.0674076 NCalls = 1144 -VariableMetric: Iteration # 215 - FCN = 297222.0941941 Edm = 0.0981779 NCalls = 1146 -VariableMetric: Iteration # 216 - FCN = 297222.0186665 Edm = 0.0614165 NCalls = 1148 -VariableMetric: Iteration # 217 - FCN = 297221.9982345 Edm = 0.0259065 NCalls = 1150 -VariableMetric: Iteration # 218 - FCN = 297221.9873189 Edm = 0.0153149 NCalls = 1152 -VariableMetric: Iteration # 219 - FCN = 297221.9779806 Edm = 0.00141505 NCalls = 1154 -VariableMetric: Iteration # 220 - FCN = 297221.9761772 Edm = 0.000124649 NCalls = 1156 -VariableMetric: Iteration # 221 - FCN = 297221.9759875 Edm = 5.80871e-05 NCalls = 1158 -VariableMetric: After Hessian - FCN = 297221.9759875 Edm = 0.0046909 NCalls = 1647 -VariableMetric: Iteration # 222 - FCN = 297221.9759875 Edm = 0.0046909 NCalls = 1647 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307087.2698935 Edm = 16.0538 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307087.2698935 Edm = 16.0538 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298828.5532157 Edm = 13.1097 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298748.9126915 Edm = 493.351 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298662.1696134 Edm = 5.77087 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297890.73367 Edm = 26.8398 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297866.1330065 Edm = 18.2418 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297849.7603949 Edm = 0.34214 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297849.0689733 Edm = 0.437507 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297732.383604 Edm = 73.6612 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297581.1746967 Edm = 7.57857 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297575.5664369 Edm = 0.085704 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297575.3972496 Edm = 0.0894226 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297560.1735746 Edm = 10.9087 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297523.7738827 Edm = 1.62045 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297521.8975931 Edm = 0.481777 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297520.7023077 Edm = 0.0881469 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297520.6059756 Edm = 0.0102856 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297520.5680997 Edm = 0.030088 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297519.7931639 Edm = 0.64262 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297503.2815149 Edm = 16.5051 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297498.090529 Edm = 9.04607 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297466.6379665 Edm = 4.81914 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297460.9933031 Edm = 0.389987 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297460.4058042 Edm = 0.252367 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297459.3780237 Edm = 0.416164 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297458.8253915 Edm = 0.0248577 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297458.7927435 Edm = 0.0326266 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297458.5680326 Edm = 0.243304 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297451.7778879 Edm = 5.99195 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297420.4418931 Edm = 9.95027 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297418.1593247 Edm = 1.77353 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297416.1563999 Edm = 0.444406 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297414.5546244 Edm = 0.436899 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297414.3002127 Edm = 0.209172 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297414.0401954 Edm = 0.0413931 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297413.9706985 Edm = 0.00574181 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297413.9646287 Edm = 0.00116732 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297413.962974 Edm = 0.000747781 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297413.9453585 Edm = 0.0163154 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297411.4727468 Edm = 1.12622 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297409.1142859 Edm = 0.426596 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297408.7640641 Edm = 0.0463013 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297408.7203381 Edm = 0.000651271 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297408.7168853 Edm = 0.00414912 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297408.7002732 Edm = 0.00852706 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297408.6745111 Edm = 0.0126514 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297408.6463179 Edm = 0.0841063 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297408.5471577 Edm = 0.315516 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297408.0020316 Edm = 1.0661 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297407.9933566 Edm = 0.0125049 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297407.9552684 Edm = 0.041463 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297407.3216718 Edm = 0.0622228 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297407.2654981 Edm = 0.0227232 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297407.2543383 Edm = 0.0036536 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297407.2448374 Edm = 0.00345203 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297407.2203543 Edm = 0.0159773 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297404.810784 Edm = 0.738469 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297404.0007122 Edm = 0.264148 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297403.8361882 Edm = 0.817877 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297403.6727641 Edm = 0.126458 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297403.1822656 Edm = 0.109572 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297403.0540597 Edm = 0.05123 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297403.005537 Edm = 0.00780179 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297402.9961019 Edm = 0.000443658 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297402.9955073 Edm = 7.26394e-05 NCalls = 223 -VariableMetric: After Hessian - FCN = 297402.9955073 Edm = 12.4375 NCalls = 700 -VariableMetric: Iteration # 65 - FCN = 297402.9955073 Edm = 12.4375 NCalls = 700 -VariableMetric: Iteration # 66 - FCN = 297402.6904007 Edm = 13.7745 NCalls = 703 -VariableMetric: Iteration # 67 - FCN = 297402.660924 Edm = 0.224098 NCalls = 705 -VariableMetric: Iteration # 68 - FCN = 297402.5381092 Edm = 0.197267 NCalls = 707 -VariableMetric: Iteration # 69 - FCN = 297402.1021743 Edm = 2.47998 NCalls = 712 -VariableMetric: Iteration # 70 - FCN = 297402.0073089 Edm = 0.300906 NCalls = 714 -VariableMetric: Iteration # 71 - FCN = 297401.6137345 Edm = 0.465341 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297400.6053481 Edm = 1.75957 NCalls = 719 -VariableMetric: Iteration # 73 - FCN = 297399.5993198 Edm = 2.46512 NCalls = 723 -VariableMetric: Iteration # 74 - FCN = 297399.0821057 Edm = 0.435595 NCalls = 728 -VariableMetric: Iteration # 75 - FCN = 297398.7108687 Edm = 0.377077 NCalls = 730 -VariableMetric: Iteration # 76 - FCN = 297398.5349264 Edm = 0.215083 NCalls = 732 -VariableMetric: Iteration # 77 - FCN = 297398.350448 Edm = 0.227337 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297398.2473897 Edm = 0.434381 NCalls = 737 -VariableMetric: Iteration # 79 - FCN = 297397.9768941 Edm = 0.236196 NCalls = 743 -VariableMetric: Iteration # 80 - FCN = 297397.8549737 Edm = 0.383558 NCalls = 746 -VariableMetric: Iteration # 81 - FCN = 297397.5300825 Edm = 0.456501 NCalls = 750 -VariableMetric: Iteration # 82 - FCN = 297397.2029632 Edm = 0.314502 NCalls = 754 -VariableMetric: Iteration # 83 - FCN = 297396.6947396 Edm = 0.469614 NCalls = 758 -VariableMetric: Iteration # 84 - FCN = 297396.5809689 Edm = 0.319012 NCalls = 761 -VariableMetric: Iteration # 85 - FCN = 297396.3848929 Edm = 0.590047 NCalls = 764 -VariableMetric: Iteration # 86 - FCN = 297395.5927244 Edm = 1.61536 NCalls = 768 -VariableMetric: Iteration # 87 - FCN = 297394.8344417 Edm = 0.592936 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297394.7906748 Edm = 0.0736067 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297394.5661923 Edm = 0.192765 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297394.2511394 Edm = 0.595644 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297393.5465261 Edm = 0.285275 NCalls = 785 -VariableMetric: Iteration # 92 - FCN = 297393.1013195 Edm = 0.306046 NCalls = 788 -VariableMetric: Iteration # 93 - FCN = 297392.7690322 Edm = 0.536936 NCalls = 791 -VariableMetric: Iteration # 94 - FCN = 297392.2047114 Edm = 0.564096 NCalls = 795 -VariableMetric: Iteration # 95 - FCN = 297391.9009651 Edm = 0.308133 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297391.6829373 Edm = 0.25555 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297391.3992203 Edm = 0.188118 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297391.2130541 Edm = 0.190649 NCalls = 804 -VariableMetric: Iteration # 99 - FCN = 297390.9975025 Edm = 0.160593 NCalls = 807 -VariableMetric: Iteration # 100 - FCN = 297390.8766147 Edm = 0.132117 NCalls = 810 -VariableMetric: Iteration # 101 - FCN = 297390.7322117 Edm = 0.0406532 NCalls = 814 -VariableMetric: Iteration # 102 - FCN = 297390.631933 Edm = 0.0223589 NCalls = 817 -VariableMetric: Iteration # 103 - FCN = 297390.572962 Edm = 0.036193 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297390.4553488 Edm = 0.198437 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297390.3000186 Edm = 0.15996 NCalls = 826 -VariableMetric: Iteration # 106 - FCN = 297390.2579755 Edm = 0.0738565 NCalls = 829 -VariableMetric: Iteration # 107 - FCN = 297389.9769745 Edm = 0.315176 NCalls = 834 -VariableMetric: Iteration # 108 - FCN = 297389.6166848 Edm = 0.223742 NCalls = 839 -VariableMetric: Iteration # 109 - FCN = 297389.2810529 Edm = 0.170469 NCalls = 841 -VariableMetric: Iteration # 110 - FCN = 297389.140594 Edm = 0.0718842 NCalls = 844 -VariableMetric: Iteration # 111 - FCN = 297389.0837126 Edm = 0.0327161 NCalls = 846 -VariableMetric: Iteration # 112 - FCN = 297389.019289 Edm = 0.0110935 NCalls = 848 -VariableMetric: Iteration # 113 - FCN = 297389.0084011 Edm = 0.00232822 NCalls = 849 -VariableMetric: Iteration # 114 - FCN = 297389.0046342 Edm = 0.00198098 NCalls = 851 -VariableMetric: Iteration # 115 - FCN = 297388.9991885 Edm = 0.00262792 NCalls = 854 -VariableMetric: Iteration # 116 - FCN = 297388.9889402 Edm = 0.00478706 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297388.9791358 Edm = 0.00177227 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297388.9768861 Edm = 0.00017488 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297388.9765189 Edm = 0.000157932 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297388.9756071 Edm = 0.00058002 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297388.9724042 Edm = 0.00151181 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297388.9677667 Edm = 0.00336578 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297388.9650231 Edm = 0.0027289 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297388.9626085 Edm = 0.00178648 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297388.9575934 Edm = 0.00380679 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297388.9273139 Edm = 0.0563711 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297388.9178629 Edm = 0.0374925 NCalls = 889 -VariableMetric: Iteration # 128 - FCN = 297388.8521665 Edm = 0.0911936 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297388.7644697 Edm = 0.0544205 NCalls = 898 -VariableMetric: Iteration # 130 - FCN = 297388.70265 Edm = 0.0411537 NCalls = 901 -VariableMetric: Iteration # 131 - FCN = 297388.6639817 Edm = 0.0398598 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297388.5702719 Edm = 0.0299775 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297388.5290825 Edm = 0.0641824 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297388.5121846 Edm = 0.0447596 NCalls = 912 -VariableMetric: Iteration # 135 - FCN = 297388.4902793 Edm = 0.0194298 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297388.463924 Edm = 0.0190465 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297388.4320182 Edm = 0.0333702 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297388.4138687 Edm = 0.0141321 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297388.392985 Edm = 0.00568119 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297388.3828353 Edm = 0.00354843 NCalls = 927 -VariableMetric: Iteration # 141 - FCN = 297388.3719781 Edm = 0.00563176 NCalls = 929 -VariableMetric: Iteration # 142 - FCN = 297388.3646299 Edm = 0.0030471 NCalls = 931 -VariableMetric: Iteration # 143 - FCN = 297388.3615335 Edm = 0.001617 NCalls = 933 -VariableMetric: Iteration # 144 - FCN = 297388.3592215 Edm = 0.000923276 NCalls = 936 -VariableMetric: Iteration # 145 - FCN = 297388.3580821 Edm = 0.000201936 NCalls = 938 -VariableMetric: Iteration # 146 - FCN = 297388.3578262 Edm = 4.93446e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297388.3578262 Edm = 0.000368951 NCalls = 1423 -VariableMetric: Iteration # 147 - FCN = 297388.3578262 Edm = 0.000368951 NCalls = 1423 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323413.0019213 Edm = 269.487 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323413.0019213 Edm = 269.487 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303069.5340823 Edm = 5.16898 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301820.0808066 Edm = 12.8013 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 301814.260822 Edm = 1.5924 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 301762.2434024 Edm = 68.3664 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301623.7788079 Edm = 140.968 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299383.4066784 Edm = 144.017 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298809.5767916 Edm = 189.223 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298786.9370669 Edm = 60.6311 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298762.0712694 Edm = 6.13636 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298748.663926 Edm = 11.2379 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298536.0425246 Edm = 34.5913 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298253.2681493 Edm = 122.167 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298118.5265151 Edm = 485.118 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297962.4814372 Edm = 48.8441 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297755.7615096 Edm = 143.796 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297612.3654058 Edm = 95.6916 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297577.1631196 Edm = 39.4528 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297539.0589429 Edm = 18.2352 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297524.5709188 Edm = 4.79999 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297515.7527826 Edm = 0.558886 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297515.3711968 Edm = 0.0393746 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297515.2146144 Edm = 0.127495 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297489.4244706 Edm = 13.6566 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297454.163926 Edm = 1.79231 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297449.5237791 Edm = 0.261492 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297449.1828655 Edm = 0.0692968 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297449.0263083 Edm = 0.0355968 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297448.6093728 Edm = 0.334994 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297436.0403051 Edm = 10.9024 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297398.1305608 Edm = 26.2368 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297381.1293755 Edm = 7.59088 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297359.3783135 Edm = 25.447 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297351.943352 Edm = 5.49692 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297346.65579 Edm = 2.96457 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297345.5329279 Edm = 0.221246 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297345.3195376 Edm = 0.0400418 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297345.2978371 Edm = 0.00356171 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297345.2901751 Edm = 0.00439112 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297343.940029 Edm = 1.257 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297331.3689871 Edm = 0.380226 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297330.9227626 Edm = 0.0615262 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297330.8648576 Edm = 0.00494223 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297330.8490974 Edm = 0.0098879 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297330.6586243 Edm = 0.114608 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297329.0022303 Edm = 1.05636 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297325.3288927 Edm = 0.740092 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297324.5280911 Edm = 0.0982636 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297324.4156945 Edm = 0.0126292 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297324.4035608 Edm = 0.00118488 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297324.4017868 Edm = 0.00101547 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297324.3915226 Edm = 0.0102278 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297323.6040206 Edm = 0.162522 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297319.9449753 Edm = 1.34073 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297316.1366517 Edm = 0.0509045 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297316.0746802 Edm = 0.00609152 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297316.0676519 Edm = 0.00157185 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297316.0624056 Edm = 0.00370586 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297315.9572327 Edm = 0.0687706 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297313.5396442 Edm = 0.882739 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297311.6969294 Edm = 1.11479 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297311.2875362 Edm = 0.120164 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297311.0823309 Edm = 0.0444351 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297310.9851217 Edm = 0.0138509 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297310.9640473 Edm = 0.00104228 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297310.962842 Edm = 0.000292821 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297310.9618992 Edm = 0.000909211 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297310.947046 Edm = 0.0144706 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297310.545514 Edm = 0.531539 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297310.0476961 Edm = 0.382531 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297307.5800682 Edm = 0.747585 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297307.1123859 Edm = 0.0995631 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297306.9871584 Edm = 0.0244083 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297306.9560754 Edm = 0.00169752 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297306.9536992 Edm = 0.00052929 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297306.9506848 Edm = 0.00260714 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297306.8360583 Edm = 0.0879479 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297305.3186641 Edm = 0.401931 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297304.7126983 Edm = 0.0889122 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297304.6398149 Edm = 0.00345628 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297304.636064 Edm = 0.000372924 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297304.6356209 Edm = 7.27232e-05 NCalls = 252 -VariableMetric: After Hessian - FCN = 297304.6356209 Edm = 51.1489 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297304.6356209 Edm = 51.1489 NCalls = 727 -VariableMetric: Iteration # 83 - FCN = 297301.6625938 Edm = 31.6231 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297301.6215972 Edm = 5.83798 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297298.1626248 Edm = 0.659763 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297297.2534402 Edm = 0.165963 NCalls = 741 -VariableMetric: Iteration # 87 - FCN = 297296.9346711 Edm = 0.14503 NCalls = 743 -VariableMetric: Iteration # 88 - FCN = 297296.6828815 Edm = 0.181304 NCalls = 746 -VariableMetric: Iteration # 89 - FCN = 297296.4500866 Edm = 0.149316 NCalls = 748 -VariableMetric: Iteration # 90 - FCN = 297296.0207159 Edm = 0.143257 NCalls = 750 -VariableMetric: Iteration # 91 - FCN = 297295.8265809 Edm = 0.0603932 NCalls = 752 -VariableMetric: Iteration # 92 - FCN = 297295.7456812 Edm = 0.0189054 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297295.7260725 Edm = 0.0158141 NCalls = 757 -VariableMetric: Iteration # 94 - FCN = 297295.6998369 Edm = 0.0117541 NCalls = 759 -VariableMetric: Iteration # 95 - FCN = 297295.6640741 Edm = 0.00688377 NCalls = 761 -VariableMetric: Iteration # 96 - FCN = 297295.6526784 Edm = 0.000731239 NCalls = 763 -VariableMetric: Iteration # 97 - FCN = 297295.6512953 Edm = 0.000190596 NCalls = 765 -VariableMetric: Iteration # 98 - FCN = 297295.650984 Edm = 2.31237e-05 NCalls = 767 -VariableMetric: After Hessian - FCN = 297295.650984 Edm = 5.07789e-05 NCalls = 1252 -VariableMetric: Iteration # 99 - FCN = 297295.650984 Edm = 5.07789e-05 NCalls = 1252 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309534.7072774 Edm = 69.6474 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309534.7072774 Edm = 69.6474 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298585.1404153 Edm = 3.7065 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298480.1742822 Edm = 11.8134 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 297774.3836632 Edm = 22.817 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297632.1589424 Edm = 25.6634 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 297591.1424722 Edm = 23.5968 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297589.0105579 Edm = 1.86434 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297588.6155806 Edm = 0.0392088 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297586.2763567 Edm = 2.34279 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297547.3923958 Edm = 21.0616 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297524.1290244 Edm = 1.04795 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297523.5197771 Edm = 0.0641432 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297523.3518135 Edm = 0.279994 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297520.5053552 Edm = 2.3946 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297479.7531657 Edm = 8.63069 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297474.2025664 Edm = 2.8922 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297472.8040738 Edm = 0.272126 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297472.5527832 Edm = 0.0337449 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297472.2429063 Edm = 0.415412 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297464.1698839 Edm = 7.82574 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297442.3545409 Edm = 1.78575 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297440.3029994 Edm = 0.0936998 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297440.2198923 Edm = 0.0176355 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297440.0881013 Edm = 0.11369 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297432.3564949 Edm = 6.38812 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297381.308837 Edm = 3.98434 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297375.7371763 Edm = 0.289469 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297375.3643706 Edm = 0.0602762 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297375.262889 Edm = 0.0095459 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297375.2264447 Edm = 0.0357368 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297374.4156687 Edm = 0.73521 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297346.9985591 Edm = 13.5176 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297320.0373143 Edm = 1.10505 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297318.3512809 Edm = 0.054872 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297318.2585571 Edm = 0.010231 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297318.2349221 Edm = 0.00905996 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297318.0857582 Edm = 0.131766 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297312.7892449 Edm = 4.76597 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297277.8265687 Edm = 2.34412 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297276.4976417 Edm = 0.847747 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297275.777517 Edm = 0.0489771 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297275.7377642 Edm = 0.000863962 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297275.7364647 Edm = 0.000412172 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297275.7196737 Edm = 0.0160276 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297274.9994312 Edm = 0.262656 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297273.1200313 Edm = 0.368171 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297272.6716617 Edm = 0.0149217 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297272.6568946 Edm = 0.000413801 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297272.6561626 Edm = 0.00026887 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297272.6443722 Edm = 0.0107369 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297271.6113921 Edm = 0.698989 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297270.4462568 Edm = 0.0312281 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297270.4154948 Edm = 0.000884653 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297270.4147148 Edm = 6.22138e-05 NCalls = 168 -VariableMetric: After Hessian - FCN = 297270.4147148 Edm = 28.8139 NCalls = 641 -VariableMetric: Iteration # 54 - FCN = 297270.4147148 Edm = 28.8139 NCalls = 641 -VariableMetric: Iteration # 55 - FCN = 297268.4460076 Edm = 202.81 NCalls = 646 -VariableMetric: Iteration # 56 - FCN = 297268.4046869 Edm = 989.791 NCalls = 653 -VariableMetric: Iteration # 57 - FCN = 297267.9720246 Edm = 2893.32 NCalls = 657 -VariableMetric: Iteration # 58 - FCN = 297267.9141363 Edm = 519.535 NCalls = 661 -VariableMetric: Iteration # 59 - FCN = 297267.8800437 Edm = 553.013 NCalls = 665 -VariableMetric: Iteration # 60 - FCN = 297267.8368091 Edm = 133.323 NCalls = 669 -VariableMetric: Iteration # 61 - FCN = 297267.7579067 Edm = 189.334 NCalls = 672 -VariableMetric: Iteration # 62 - FCN = 297267.5619031 Edm = 186.654 NCalls = 675 -VariableMetric: Iteration # 63 - FCN = 297266.4194348 Edm = 296.077 NCalls = 677 -VariableMetric: Iteration # 64 - FCN = 297266.2332166 Edm = 145.555 NCalls = 680 -VariableMetric: Iteration # 65 - FCN = 297266.0755418 Edm = 15.6195 NCalls = 683 -VariableMetric: Iteration # 66 - FCN = 297265.6912352 Edm = 12.2353 NCalls = 685 -VariableMetric: Iteration # 67 - FCN = 297265.3068691 Edm = 8.5395 NCalls = 687 -VariableMetric: Iteration # 68 - FCN = 297264.9870008 Edm = 2.74628 NCalls = 689 -VariableMetric: Iteration # 69 - FCN = 297264.8064873 Edm = 1.40173 NCalls = 691 -VariableMetric: Iteration # 70 - FCN = 297264.6156429 Edm = 0.880883 NCalls = 693 -VariableMetric: Iteration # 71 - FCN = 297264.5717793 Edm = 0.887908 NCalls = 695 -VariableMetric: Iteration # 72 - FCN = 297264.5393115 Edm = 0.593386 NCalls = 697 -VariableMetric: Iteration # 73 - FCN = 297264.4465729 Edm = 0.443018 NCalls = 699 -VariableMetric: Iteration # 74 - FCN = 297264.3848891 Edm = 0.611478 NCalls = 701 -VariableMetric: Iteration # 75 - FCN = 297264.3123135 Edm = 0.0968882 NCalls = 703 -VariableMetric: Iteration # 76 - FCN = 297264.279028 Edm = 0.0875021 NCalls = 706 -VariableMetric: Iteration # 77 - FCN = 297264.2457059 Edm = 0.122452 NCalls = 709 -VariableMetric: Iteration # 78 - FCN = 297264.2174998 Edm = 0.123713 NCalls = 710 -VariableMetric: Iteration # 79 - FCN = 297264.1472926 Edm = 0.0674939 NCalls = 713 -VariableMetric: Iteration # 80 - FCN = 297264.1329437 Edm = 0.0553681 NCalls = 715 -VariableMetric: Iteration # 81 - FCN = 297264.1166665 Edm = 0.0541937 NCalls = 716 -VariableMetric: Iteration # 82 - FCN = 297264.0963535 Edm = 0.0211972 NCalls = 718 -VariableMetric: Iteration # 83 - FCN = 297264.0662591 Edm = 0.0214839 NCalls = 720 -VariableMetric: Iteration # 84 - FCN = 297264.0539259 Edm = 0.0151996 NCalls = 722 -VariableMetric: Iteration # 85 - FCN = 297264.0308659 Edm = 0.0196722 NCalls = 725 -VariableMetric: Iteration # 86 - FCN = 297264.0013323 Edm = 0.0202159 NCalls = 727 -VariableMetric: Iteration # 87 - FCN = 297263.9861338 Edm = 0.0192364 NCalls = 729 -VariableMetric: Iteration # 88 - FCN = 297263.9666336 Edm = 0.0159793 NCalls = 731 -VariableMetric: Iteration # 89 - FCN = 297263.9511192 Edm = 0.00904567 NCalls = 733 -VariableMetric: Iteration # 90 - FCN = 297263.9440847 Edm = 0.0100621 NCalls = 735 -VariableMetric: Iteration # 91 - FCN = 297263.9370432 Edm = 0.00282445 NCalls = 737 -VariableMetric: Iteration # 92 - FCN = 297263.9326866 Edm = 0.00197439 NCalls = 739 -VariableMetric: Iteration # 93 - FCN = 297263.9296901 Edm = 0.00258308 NCalls = 741 -VariableMetric: Iteration # 94 - FCN = 297263.9235783 Edm = 0.00540361 NCalls = 745 -VariableMetric: Iteration # 95 - FCN = 297263.9072578 Edm = 0.00493697 NCalls = 750 -VariableMetric: Iteration # 96 - FCN = 297263.8969638 Edm = 0.0024112 NCalls = 752 -VariableMetric: Iteration # 97 - FCN = 297263.8913559 Edm = 0.00699704 NCalls = 754 -VariableMetric: Iteration # 98 - FCN = 297263.8846594 Edm = 0.00391219 NCalls = 758 -VariableMetric: Iteration # 99 - FCN = 297263.8779818 Edm = 0.00283202 NCalls = 760 -VariableMetric: Iteration # 100 - FCN = 297263.8752017 Edm = 0.00151777 NCalls = 762 -VariableMetric: Iteration # 101 - FCN = 297263.8719378 Edm = 0.000371694 NCalls = 764 -VariableMetric: Iteration # 102 - FCN = 297263.8711643 Edm = 0.000105051 NCalls = 766 -VariableMetric: Iteration # 103 - FCN = 297263.8709882 Edm = 7.16873e-05 NCalls = 768 -VariableMetric: Iteration # 104 - FCN = 297263.8708602 Edm = 4.30597e-05 NCalls = 770 -VariableMetric: After Hessian - FCN = 297263.8708602 Edm = 0.00200397 NCalls = 1251 -VariableMetric: Iteration # 105 - FCN = 297263.8708602 Edm = 0.00200397 NCalls = 1251 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320114.0689121 Edm = 56.148 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320114.0689121 Edm = 56.148 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304443.2242832 Edm = 3.59158 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304402.9194374 Edm = 21.8787 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300438.1251467 Edm = 315.278 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300365.0101951 Edm = 140.434 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298158.8960928 Edm = 322.065 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298106.1658184 Edm = 236.535 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297852.5243333 Edm = 1.4076 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297851.011846 Edm = 0.748641 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297845.8458706 Edm = 4.43543 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297535.4675867 Edm = 19.1594 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297517.3924271 Edm = 0.0984453 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297517.240218 Edm = 0.122891 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297500.8857951 Edm = 10.4978 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297466.9239204 Edm = 4.50682 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297459.3281855 Edm = 1.45906 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297458.0339739 Edm = 0.0486574 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297457.9439697 Edm = 0.0509217 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297445.7840657 Edm = 12.7443 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297445.6849553 Edm = 0.0740963 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297442.1011292 Edm = 3.45986 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297349.9558732 Edm = 40.0071 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297316.0519117 Edm = 8.07594 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297306.641966 Edm = 0.506995 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297306.1976688 Edm = 0.033829 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297306.1578958 Edm = 0.0100604 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297306.1288362 Edm = 0.0193646 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297305.88903 Edm = 0.145546 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297301.5356564 Edm = 4.20766 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297287.8279759 Edm = 1.37262 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297286.5038366 Edm = 0.0603443 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297286.456569 Edm = 0.00718545 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297286.280095 Edm = 0.205308 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297282.4901007 Edm = 2.90059 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297276.5800401 Edm = 0.18626 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297276.4059344 Edm = 0.0189421 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297276.1718903 Edm = 0.26886 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297274.5974883 Edm = 1.3306 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297257.960242 Edm = 3.57781 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297254.3172583 Edm = 0.382125 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297253.9606884 Edm = 0.126792 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297253.8292116 Edm = 0.00780606 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297253.8185556 Edm = 0.00157227 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297253.8114667 Edm = 0.00258995 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297253.7861125 Edm = 0.0186476 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297252.0407828 Edm = 1.16942 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297244.5146499 Edm = 0.21949 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297244.2756072 Edm = 0.010169 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297244.263478 Edm = 0.00224434 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297244.2607187 Edm = 0.000830343 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297244.2535508 Edm = 0.00636144 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297243.6729836 Edm = 0.403463 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297240.6457002 Edm = 1.3771 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297236.5098496 Edm = 0.70504 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297235.5462051 Edm = 0.216794 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297235.3394323 Edm = 0.120279 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297235.2630832 Edm = 0.0204779 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297235.2453556 Edm = 0.00155143 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297235.2435505 Edm = 0.000419842 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297235.2412105 Edm = 0.00145257 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297235.230406 Edm = 0.0036041 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297235.2126774 Edm = 0.011908 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297234.9615737 Edm = 0.237258 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297230.0056767 Edm = 0.547411 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297229.5841588 Edm = 0.127889 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297229.5037385 Edm = 0.0150087 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297229.4924115 Edm = 0.00035098 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297229.4917192 Edm = 0.000209878 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297229.4908197 Edm = 0.000833962 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297229.4859899 Edm = 0.00522159 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297229.2443308 Edm = 0.0512688 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297228.6259745 Edm = 0.497023 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297225.9190349 Edm = 0.402957 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297225.4604014 Edm = 0.0531855 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297225.4033777 Edm = 0.00585142 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297225.3951923 Edm = 0.000498331 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297225.3946043 Edm = 6.95942e-05 NCalls = 242 -VariableMetric: After Hessian - FCN = 297225.3946043 Edm = 800.967 NCalls = 719 -VariableMetric: Iteration # 77 - FCN = 297225.3946043 Edm = 800.967 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297222.1378479 Edm = 35.8318 NCalls = 725 -VariableMetric: Iteration # 79 - FCN = 297219.1275792 Edm = 1.87411 NCalls = 728 -VariableMetric: Iteration # 80 - FCN = 297218.6214604 Edm = 0.30081 NCalls = 730 -VariableMetric: Iteration # 81 - FCN = 297218.1190495 Edm = 0.120528 NCalls = 732 -VariableMetric: Iteration # 82 - FCN = 297217.813613 Edm = 0.107178 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297217.5179944 Edm = 0.0662046 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297217.3103797 Edm = 0.0303965 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297217.1315271 Edm = 0.0502382 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297216.9975575 Edm = 0.0391694 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297216.8818343 Edm = 0.0241163 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297216.8203068 Edm = 0.0134079 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297216.7675474 Edm = 0.0130992 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297216.7338052 Edm = 0.00601137 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297216.709591 Edm = 0.00605026 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297216.6977307 Edm = 0.00391038 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297216.6640528 Edm = 0.0194947 NCalls = 758 -VariableMetric: Iteration # 94 - FCN = 297216.6207248 Edm = 0.00551937 NCalls = 760 -VariableMetric: Iteration # 95 - FCN = 297216.5898887 Edm = 0.0162568 NCalls = 763 -VariableMetric: Iteration # 96 - FCN = 297216.532264 Edm = 0.0081463 NCalls = 765 -VariableMetric: Iteration # 97 - FCN = 297216.4938231 Edm = 0.0188011 NCalls = 767 -VariableMetric: Iteration # 98 - FCN = 297216.4482903 Edm = 0.0105328 NCalls = 770 -VariableMetric: Iteration # 99 - FCN = 297216.4324358 Edm = 0.00550473 NCalls = 772 -VariableMetric: Iteration # 100 - FCN = 297216.4029385 Edm = 0.0177303 NCalls = 775 -VariableMetric: Iteration # 101 - FCN = 297216.3417513 Edm = 0.0165768 NCalls = 777 -VariableMetric: Iteration # 102 - FCN = 297216.3137835 Edm = 0.0160522 NCalls = 779 -VariableMetric: Iteration # 103 - FCN = 297216.2587472 Edm = 0.0319465 NCalls = 782 -VariableMetric: Iteration # 104 - FCN = 297216.1944207 Edm = 0.00584031 NCalls = 785 -VariableMetric: Iteration # 105 - FCN = 297216.179529 Edm = 0.00833194 NCalls = 787 -VariableMetric: Iteration # 106 - FCN = 297216.1474132 Edm = 0.0064105 NCalls = 789 -VariableMetric: Iteration # 107 - FCN = 297216.1284541 Edm = 0.0119693 NCalls = 791 -VariableMetric: Iteration # 108 - FCN = 297216.0270535 Edm = 0.0188288 NCalls = 794 -VariableMetric: Iteration # 109 - FCN = 297216.0009778 Edm = 0.00260327 NCalls = 796 -VariableMetric: Iteration # 110 - FCN = 297215.9903519 Edm = 0.00556443 NCalls = 798 -VariableMetric: Iteration # 111 - FCN = 297215.974999 Edm = 0.00101394 NCalls = 800 -VariableMetric: Iteration # 112 - FCN = 297215.9738973 Edm = 0.000180176 NCalls = 802 -VariableMetric: Iteration # 113 - FCN = 297215.9735056 Edm = 0.000159683 NCalls = 804 -VariableMetric: Iteration # 114 - FCN = 297215.97304 Edm = 8.27493e-05 NCalls = 806 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333249.4536292 Edm = 52.1406 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333249.4536292 Edm = 52.1406 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301270.7458123 Edm = 5.96654 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301250.1039562 Edm = 6.04775 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300438.3292983 Edm = 181.832 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300193.0438667 Edm = 5.34179 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299781.6063519 Edm = 213.554 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 299771.8725192 Edm = 6.63276 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 299352.296471 Edm = 12.9128 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 299122.7887534 Edm = 67.0889 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 299099.936936 Edm = 14.809 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 299091.194938 Edm = 4.89066 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 299059.2586585 Edm = 32.1565 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298235.7819684 Edm = 98.304 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 298193.6566332 Edm = 157.722 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 298045.974152 Edm = 13.2695 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298026.8834725 Edm = 12.2177 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 298018.0918175 Edm = 1.12034 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 298016.2574249 Edm = 0.351908 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 298015.425303 Edm = 0.180858 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 298014.8259109 Edm = 0.546941 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 298010.5120639 Edm = 3.26877 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297972.3609441 Edm = 35.3794 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297961.9070507 Edm = 17.3448 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297842.1865559 Edm = 89.368 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297742.1492376 Edm = 33.4916 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297701.5230047 Edm = 24.0731 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297621.8990662 Edm = 75.0183 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297608.3736376 Edm = 35.5295 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297548.4555551 Edm = 2.01218 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297531.0103796 Edm = 0.618844 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297530.4153766 Edm = 0.0483408 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297528.9099196 Edm = 1.08764 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297511.7441986 Edm = 22.8792 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297490.6366284 Edm = 19.6049 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297375.0121205 Edm = 84.39 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297334.462281 Edm = 4.06401 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297330.0063147 Edm = 0.843016 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297327.218915 Edm = 0.415569 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297326.8673755 Edm = 0.0369358 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297326.7898006 Edm = 0.0536641 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297320.8628645 Edm = 5.34581 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297288.3100306 Edm = 2.9434 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297284.7040179 Edm = 0.197759 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297284.5491941 Edm = 0.0182876 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297284.5186434 Edm = 0.00960368 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297283.8508226 Edm = 0.641261 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297267.1234755 Edm = 10.0627 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297244.2137422 Edm = 1.42018 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297242.2119034 Edm = 0.306284 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297241.7520224 Edm = 0.0775717 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297241.7018809 Edm = 0.0145227 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297241.6831035 Edm = 0.00615041 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297241.6049681 Edm = 0.0769726 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297233.7715845 Edm = 2.50543 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297222.5891564 Edm = 5.36843 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297214.0925224 Edm = 5.96494 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297210.3306227 Edm = 1.25511 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297209.2408396 Edm = 0.35412 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297208.3057336 Edm = 0.293844 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297207.6686004 Edm = 0.0307627 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297207.6369285 Edm = 0.0053979 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297207.6262913 Edm = 0.00453933 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297207.4918766 Edm = 0.113973 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297202.8100015 Edm = 2.93554 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297197.5174437 Edm = 4.33848 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297192.1844994 Edm = 5.40475 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297189.6656237 Edm = 2.30767 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297185.9988741 Edm = 0.87539 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297184.8602836 Edm = 0.259977 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297184.59619 Edm = 0.019677 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297184.5783141 Edm = 0.00449994 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297184.5734623 Edm = 0.00140292 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297184.5682059 Edm = 0.00170173 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297184.560995 Edm = 0.00317359 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297184.4742558 Edm = 0.0721295 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297182.1829133 Edm = 1.9568 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297175.7070118 Edm = 7.37647 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297171.0187076 Edm = 3.73012 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297169.2111296 Edm = 0.736887 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297168.2778569 Edm = 0.785496 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297167.3844407 Edm = 0.179634 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297167.1043336 Edm = 0.00689873 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297167.0938353 Edm = 0.00158756 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297167.0863541 Edm = 0.00453088 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297166.8321451 Edm = 0.190528 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297163.775001 Edm = 1.83845 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297157.9114941 Edm = 0.91465 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297156.6555702 Edm = 0.227704 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297156.426024 Edm = 0.0224364 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297156.3987928 Edm = 0.00119772 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297156.3970707 Edm = 0.00035971 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297156.3950955 Edm = 0.00150064 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297156.3078837 Edm = 0.0800492 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297152.8758508 Edm = 1.35586 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297150.4602231 Edm = 0.269274 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297150.1181857 Edm = 0.0132827 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297150.1043021 Edm = 0.000662695 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297150.1035303 Edm = 0.000109969 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297150.1033924 Edm = 3.71678e-05 NCalls = 310 -VariableMetric: After Hessian - FCN = 297150.1033924 Edm = 2.8947 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297150.1033924 Edm = 2.8947 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297149.8415277 Edm = 1.8699 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297147.4171713 Edm = 0.408268 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297147.3513003 Edm = 0.256423 NCalls = 797 -VariableMetric: Iteration # 103 - FCN = 297147.0616433 Edm = 0.0701825 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297146.8212318 Edm = 0.0652613 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297146.7512923 Edm = 0.286226 NCalls = 804 -VariableMetric: Iteration # 106 - FCN = 297146.4520673 Edm = 0.189475 NCalls = 807 -VariableMetric: Iteration # 107 - FCN = 297146.2557456 Edm = 0.198618 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297145.9879578 Edm = 0.26662 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297145.7356174 Edm = 0.207623 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297145.5680941 Edm = 0.297471 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297145.3419358 Edm = 0.281985 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297144.8233413 Edm = 0.406398 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297144.0535603 Edm = 0.768323 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297142.7956129 Edm = 1.02554 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297142.1221656 Edm = 3.20143 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297140.1488258 Edm = 1.6416 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297139.0687221 Edm = 3.63634 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297137.425625 Edm = 2.51283 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297136.5466512 Edm = 1.76136 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297135.62527 Edm = 0.72445 NCalls = 858 -VariableMetric: Iteration # 121 - FCN = 297134.3676832 Edm = 0.562458 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297132.3295782 Edm = 2.88137 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297130.6313444 Edm = 1.31541 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297128.9219284 Edm = 2.20101 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297126.0560736 Edm = 1.50823 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297124.9697414 Edm = 2.2385 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297124.1326411 Edm = 0.411239 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297123.7838174 Edm = 0.178628 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297123.6316125 Edm = 0.0808479 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297123.4944777 Edm = 0.0585785 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297123.3647097 Edm = 0.0804604 NCalls = 889 -VariableMetric: Iteration # 132 - FCN = 297123.2311178 Edm = 0.0873209 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297123.1253344 Edm = 0.022367 NCalls = 894 -VariableMetric: Iteration # 134 - FCN = 297123.1012956 Edm = 0.0117718 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297123.0941231 Edm = 0.00170365 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 297123.0919002 Edm = 0.000264797 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297123.0915432 Edm = 2.6145e-05 NCalls = 902 -VariableMetric: After Hessian - FCN = 297123.0915432 Edm = 3.43468e-05 NCalls = 1391 -VariableMetric: Iteration # 138 - FCN = 297123.0915432 Edm = 3.43468e-05 NCalls = 1391 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325930.8049498 Edm = 791.295 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325930.8049498 Edm = 791.295 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304189.5749615 Edm = 5.29502 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303695.2154929 Edm = 4.46782 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303550.0029433 Edm = 126.061 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 301409.8661166 Edm = 2776.27 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 301399.0725407 Edm = 1052.46 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 301323.7116501 Edm = 106.724 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 300030.2903839 Edm = 2070.69 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 299953.4174366 Edm = 50.7754 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 297852.8582202 Edm = 2.5101 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 297817.7414211 Edm = 1.5452 NCalls = 59 -VariableMetric: Iteration # 11 - FCN = 297810.3609732 Edm = 1.64897 NCalls = 61 -VariableMetric: Iteration # 12 - FCN = 297785.3305882 Edm = 18.1779 NCalls = 71 -VariableMetric: Iteration # 13 - FCN = 297743.5738433 Edm = 72.616 NCalls = 73 -VariableMetric: Iteration # 14 - FCN = 297614.8963258 Edm = 61.6336 NCalls = 77 -VariableMetric: Iteration # 15 - FCN = 297541.4419699 Edm = 17.8278 NCalls = 81 -VariableMetric: Iteration # 16 - FCN = 297530.2006998 Edm = 7.03597 NCalls = 83 -VariableMetric: Iteration # 17 - FCN = 297518.073281 Edm = 3.0068 NCalls = 85 -VariableMetric: Iteration # 18 - FCN = 297513.2719443 Edm = 0.0818793 NCalls = 87 -VariableMetric: Iteration # 19 - FCN = 297513.1459244 Edm = 0.0316034 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 297512.92279 Edm = 0.21938 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 297484.0659864 Edm = 19.4223 NCalls = 99 -VariableMetric: Iteration # 22 - FCN = 297352.1765649 Edm = 16.9757 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 297296.7069364 Edm = 29.5389 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 297263.5077476 Edm = 57.6692 NCalls = 110 -VariableMetric: Iteration # 25 - FCN = 297215.7468485 Edm = 8.55007 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297203.9114089 Edm = 1.60002 NCalls = 116 -VariableMetric: Iteration # 27 - FCN = 297201.1725517 Edm = 3.91164 NCalls = 118 -VariableMetric: Iteration # 28 - FCN = 297197.9873463 Edm = 2.62996 NCalls = 124 -VariableMetric: Iteration # 29 - FCN = 297193.6849662 Edm = 4.98838 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 297191.418194 Edm = 0.477817 NCalls = 130 -VariableMetric: Iteration # 31 - FCN = 297191.0651719 Edm = 0.0610821 NCalls = 132 -VariableMetric: Iteration # 32 - FCN = 297191.008006 Edm = 0.00525289 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297190.9068802 Edm = 0.0909128 NCalls = 138 -VariableMetric: Iteration # 34 - FCN = 297182.0093548 Edm = 3.806 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297174.1209785 Edm = 0.281234 NCalls = 146 -VariableMetric: Iteration # 36 - FCN = 297173.8784202 Edm = 0.0218445 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297173.8467397 Edm = 0.00822316 NCalls = 150 -VariableMetric: Iteration # 38 - FCN = 297173.761258 Edm = 0.061627 NCalls = 153 -VariableMetric: Iteration # 39 - FCN = 297167.1659742 Edm = 5.31586 NCalls = 158 -VariableMetric: Iteration # 40 - FCN = 297127.6275394 Edm = 18.2541 NCalls = 161 -VariableMetric: Iteration # 41 - FCN = 297121.4598043 Edm = 3.33846 NCalls = 163 -VariableMetric: Iteration # 42 - FCN = 297117.370243 Edm = 0.989845 NCalls = 165 -VariableMetric: Iteration # 43 - FCN = 297114.8493189 Edm = 1.10859 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297113.5700619 Edm = 0.642168 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297113.0366386 Edm = 0.132626 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297112.8966709 Edm = 0.00831339 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297112.8858667 Edm = 0.00140456 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297112.8765073 Edm = 0.00869346 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297112.6125162 Edm = 0.233685 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297105.0383317 Edm = 4.50023 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297093.24947 Edm = 8.49908 NCalls = 194 -VariableMetric: Iteration # 52 - FCN = 297087.9756376 Edm = 3.39483 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297084.630572 Edm = 1.29651 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297083.6550589 Edm = 0.247852 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297083.1280943 Edm = 0.313581 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297081.4226341 Edm = 0.860572 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297080.7681245 Edm = 1.12497 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297079.5827442 Edm = 0.492369 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297078.3091555 Edm = 0.870799 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297077.7325073 Edm = 0.159148 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297077.586108 Edm = 0.00291421 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297077.5818579 Edm = 0.00366167 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297077.5761424 Edm = 0.00419333 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297077.4807185 Edm = 0.0827892 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297072.6781168 Edm = 1.46257 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297070.4931904 Edm = 0.195989 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297070.3510434 Edm = 0.0193497 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297070.3311208 Edm = 0.0031032 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297070.3277128 Edm = 0.00180977 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297070.3188453 Edm = 0.00708009 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297070.0293502 Edm = 0.275013 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297067.372498 Edm = 1.62407 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297063.7798764 Edm = 8.61681 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297057.5829033 Edm = 3.41216 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297053.5373413 Edm = 2.14248 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297052.9663577 Edm = 0.288408 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297052.7603924 Edm = 0.0309497 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297052.7331677 Edm = 0.00174841 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297052.7315262 Edm = 0.000330184 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297052.7281891 Edm = 0.00241376 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297052.7027513 Edm = 0.0139686 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297052.3014325 Edm = 0.462814 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297051.0253926 Edm = 0.961145 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297047.3901777 Edm = 0.172808 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297047.0923214 Edm = 0.133739 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297046.9651074 Edm = 0.0281086 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297046.9263354 Edm = 0.00415184 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297046.9220614 Edm = 0.000527346 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297046.921328 Edm = 0.000176669 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297046.9204912 Edm = 0.000776017 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297046.8878344 Edm = 0.0261818 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297046.3482862 Edm = 0.539006 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297046.2611419 Edm = 0.17513 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297045.7358254 Edm = 0.535993 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297044.0809809 Edm = 0.527543 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297043.3363482 Edm = 0.266609 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297043.1989473 Edm = 0.188989 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297043.0248849 Edm = 0.0298003 NCalls = 333 -VariableMetric: Iteration # 99 - FCN = 297042.9752228 Edm = 0.00773941 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297042.9697027 Edm = 0.00252555 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297042.9636451 Edm = 0.00313433 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297042.9326037 Edm = 0.0124858 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297042.8970545 Edm = 0.0169092 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297042.8734693 Edm = 0.0539099 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297042.8510414 Edm = 0.0354325 NCalls = 352 -VariableMetric: Iteration # 106 - FCN = 297042.8126556 Edm = 0.0374705 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297042.7658921 Edm = 0.037624 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297042.7252464 Edm = 0.00313865 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297042.7229375 Edm = 0.00113949 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297042.7219899 Edm = 8.68501e-05 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297042.7218452 Edm = 3.75575e-05 NCalls = 369 -VariableMetric: After Hessian - FCN = 297042.7218452 Edm = 11240.9 NCalls = 844 -VariableMetric: Iteration # 112 - FCN = 297042.7218452 Edm = 11240.9 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297036.8715212 Edm = 333.684 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297036.3096939 Edm = 4.6745 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297035.1622903 Edm = 0.14334 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297034.2804236 Edm = 0.0993115 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297034.0501597 Edm = 0.0568469 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297033.9016048 Edm = 0.0320205 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297033.6143904 Edm = 0.303961 NCalls = 866 -VariableMetric: Iteration # 120 - FCN = 297031.3245409 Edm = 2.41302 NCalls = 872 -VariableMetric: Iteration # 121 - FCN = 297031.2800313 Edm = 0.073523 NCalls = 874 -VariableMetric: Iteration # 122 - FCN = 297030.8600519 Edm = 0.897934 NCalls = 878 -VariableMetric: Iteration # 123 - FCN = 297030.0320145 Edm = 1.04112 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297027.6162738 Edm = 1.65389 NCalls = 888 -VariableMetric: Iteration # 125 - FCN = 297023.899582 Edm = 1.65688 NCalls = 891 -VariableMetric: Iteration # 126 - FCN = 297022.5697697 Edm = 0.935611 NCalls = 893 -VariableMetric: Iteration # 127 - FCN = 297021.7335669 Edm = 0.209992 NCalls = 895 -VariableMetric: Iteration # 128 - FCN = 297021.4938951 Edm = 0.06002 NCalls = 897 -VariableMetric: Iteration # 129 - FCN = 297021.3923332 Edm = 0.0346652 NCalls = 899 -VariableMetric: Iteration # 130 - FCN = 297021.3230444 Edm = 0.0227256 NCalls = 901 -VariableMetric: Iteration # 131 - FCN = 297021.2124328 Edm = 0.027233 NCalls = 903 -VariableMetric: Iteration # 132 - FCN = 297021.1577549 Edm = 0.0229014 NCalls = 905 -VariableMetric: Iteration # 133 - FCN = 297021.1071635 Edm = 0.0282842 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297021.0664186 Edm = 0.0108563 NCalls = 910 -VariableMetric: Iteration # 135 - FCN = 297021.0429182 Edm = 0.00945909 NCalls = 912 -VariableMetric: Iteration # 136 - FCN = 297021.0200451 Edm = 0.00493696 NCalls = 914 -VariableMetric: Iteration # 137 - FCN = 297021.0048025 Edm = 0.0077889 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297020.9761679 Edm = 0.00437313 NCalls = 918 -VariableMetric: Iteration # 139 - FCN = 297020.9680954 Edm = 0.00286979 NCalls = 920 -VariableMetric: Iteration # 140 - FCN = 297020.9609519 Edm = 0.00129617 NCalls = 922 -VariableMetric: Iteration # 141 - FCN = 297020.9563083 Edm = 0.0026571 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297020.938794 Edm = 0.00475604 NCalls = 927 -VariableMetric: Iteration # 143 - FCN = 297020.9217104 Edm = 0.00899516 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297020.8861764 Edm = 0.0240916 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297020.75594 Edm = 0.113794 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297020.6760603 Edm = 0.14147 NCalls = 941 -VariableMetric: Iteration # 147 - FCN = 297020.6625601 Edm = 0.0215717 NCalls = 944 -VariableMetric: Iteration # 148 - FCN = 297020.6058068 Edm = 0.125536 NCalls = 947 -VariableMetric: Iteration # 149 - FCN = 297020.2112145 Edm = 0.382468 NCalls = 952 -VariableMetric: Iteration # 150 - FCN = 297019.9546523 Edm = 0.374618 NCalls = 954 -VariableMetric: Iteration # 151 - FCN = 297019.7426303 Edm = 0.0731537 NCalls = 956 -VariableMetric: Iteration # 152 - FCN = 297019.5607984 Edm = 0.115353 NCalls = 958 -VariableMetric: Iteration # 153 - FCN = 297019.4007482 Edm = 0.131018 NCalls = 960 -VariableMetric: Iteration # 154 - FCN = 297019.2289215 Edm = 0.108706 NCalls = 962 -VariableMetric: Iteration # 155 - FCN = 297019.0608595 Edm = 0.0670204 NCalls = 964 -VariableMetric: Iteration # 156 - FCN = 297018.9178611 Edm = 0.0664189 NCalls = 967 -VariableMetric: Iteration # 157 - FCN = 297018.8304433 Edm = 0.0368233 NCalls = 969 -VariableMetric: Iteration # 158 - FCN = 297018.7548719 Edm = 0.046447 NCalls = 972 -VariableMetric: Iteration # 159 - FCN = 297018.5523315 Edm = 0.138574 NCalls = 975 -VariableMetric: Iteration # 160 - FCN = 297018.3566782 Edm = 0.0978461 NCalls = 977 -VariableMetric: Iteration # 161 - FCN = 297018.2365756 Edm = 0.0366803 NCalls = 979 -VariableMetric: Iteration # 162 - FCN = 297018.1981513 Edm = 0.0270927 NCalls = 980 -VariableMetric: Iteration # 163 - FCN = 297018.1590418 Edm = 0.0253726 NCalls = 982 -VariableMetric: Iteration # 164 - FCN = 297018.0744718 Edm = 0.0227315 NCalls = 985 -VariableMetric: Iteration # 165 - FCN = 297018.0446498 Edm = 0.00874304 NCalls = 987 -VariableMetric: Iteration # 166 - FCN = 297018.0345491 Edm = 0.00569774 NCalls = 989 -VariableMetric: Iteration # 167 - FCN = 297018.0253062 Edm = 0.00338273 NCalls = 991 -VariableMetric: Iteration # 168 - FCN = 297018.0093123 Edm = 0.0114392 NCalls = 993 -VariableMetric: Iteration # 169 - FCN = 297017.9675237 Edm = 0.0187753 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297017.9447011 Edm = 0.00617474 NCalls = 997 -VariableMetric: Iteration # 171 - FCN = 297017.9256956 Edm = 0.00922906 NCalls = 999 -VariableMetric: Iteration # 172 - FCN = 297017.8617608 Edm = 0.0319354 NCalls = 1003 -VariableMetric: Iteration # 173 - FCN = 297017.8298701 Edm = 0.0117656 NCalls = 1004 -VariableMetric: Iteration # 174 - FCN = 297017.8194652 Edm = 0.0028294 NCalls = 1006 -VariableMetric: Iteration # 175 - FCN = 297017.8144721 Edm = 0.00200704 NCalls = 1008 -VariableMetric: Iteration # 176 - FCN = 297017.810913 Edm = 0.000738819 NCalls = 1010 -VariableMetric: Iteration # 177 - FCN = 297017.8097621 Edm = 0.000187319 NCalls = 1013 -VariableMetric: Iteration # 178 - FCN = 297017.8094845 Edm = 9.01089e-05 NCalls = 1015 -VariableMetric: Iteration # 179 - FCN = 297017.8089816 Edm = 0.000359916 NCalls = 1018 -VariableMetric: Iteration # 180 - FCN = 297017.8020315 Edm = 0.00386414 NCalls = 1023 -VariableMetric: Iteration # 181 - FCN = 297017.7860504 Edm = 0.010548 NCalls = 1026 -VariableMetric: Iteration # 182 - FCN = 297017.7672434 Edm = 0.0218054 NCalls = 1030 -VariableMetric: Iteration # 183 - FCN = 297017.7372098 Edm = 0.045788 NCalls = 1034 -VariableMetric: Iteration # 184 - FCN = 297017.7038389 Edm = 0.062929 NCalls = 1037 -VariableMetric: Iteration # 185 - FCN = 297017.6689926 Edm = 0.0947186 NCalls = 1041 -VariableMetric: Iteration # 186 - FCN = 297017.6106568 Edm = 0.039912 NCalls = 1046 -VariableMetric: Iteration # 187 - FCN = 297017.4822853 Edm = 0.0242399 NCalls = 1049 -VariableMetric: Iteration # 188 - FCN = 297017.4608568 Edm = 0.00327689 NCalls = 1051 -VariableMetric: Iteration # 189 - FCN = 297017.4574659 Edm = 0.000619916 NCalls = 1053 -VariableMetric: Iteration # 190 - FCN = 297017.4566391 Edm = 0.000116336 NCalls = 1055 -VariableMetric: Iteration # 191 - FCN = 297017.4564212 Edm = 7.6536e-05 NCalls = 1057 -VariableMetric: After Hessian - FCN = 297017.4564212 Edm = 0.095765 NCalls = 1550 -VariableMetric: Iteration # 192 - FCN = 297017.4564212 Edm = 0.095765 NCalls = 1550 -VariableMetric: Iteration # 193 - FCN = 297017.4494335 Edm = 0.0196993 NCalls = 1552 -VariableMetric: Iteration # 194 - FCN = 297017.4437827 Edm = 0.00144509 NCalls = 1554 -VariableMetric: Iteration # 195 - FCN = 297017.4427259 Edm = 0.00041467 NCalls = 1556 -VariableMetric: Iteration # 196 - FCN = 297017.4423212 Edm = 5.84051e-05 NCalls = 1558 -VariableMetric: Iteration # 197 - FCN = 297017.4421827 Edm = 3.02278e-05 NCalls = 1560 -VariableMetric: After Hessian - FCN = 297017.4421827 Edm = 0.000112197 NCalls = 2047 -VariableMetric: Iteration # 198 - FCN = 297017.4421827 Edm = 0.000112197 NCalls = 2047 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320166.2860053 Edm = 34.291 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320166.2860053 Edm = 34.291 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302766.3342917 Edm = 9.87299 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300204.7922263 Edm = 620.375 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299973.7370922 Edm = 413.942 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298354.9170701 Edm = 72.9498 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298234.9955671 Edm = 15.4761 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298186.1129402 Edm = 3.10967 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298180.8213596 Edm = 2.06584 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298150.6697069 Edm = 19.807 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297757.9047149 Edm = 173.778 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297598.8821162 Edm = 10.7803 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297592.8570259 Edm = 0.599945 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297592.2822608 Edm = 0.198464 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297580.4589019 Edm = 14.219 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297576.6365999 Edm = 3.2465 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297482.5937392 Edm = 16.4605 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297462.4436871 Edm = 0.81595 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297461.9314743 Edm = 0.123883 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297461.8300538 Edm = 0.0152711 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297461.7595671 Edm = 0.0626542 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297445.6884501 Edm = 4.2189 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297424.1032157 Edm = 5.64545 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297416.6920178 Edm = 0.145757 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297416.3224899 Edm = 0.270416 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297410.9394633 Edm = 4.39757 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297370.7568 Edm = 18.1984 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297336.1234289 Edm = 5.68715 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297330.8799716 Edm = 0.214654 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297330.6717777 Edm = 0.0247954 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297330.6242719 Edm = 0.0223541 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297330.3253588 Edm = 0.341969 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297324.3416699 Edm = 5.15208 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297301.5950624 Edm = 5.05595 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297296.7179978 Edm = 0.748728 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297295.6003795 Edm = 0.230266 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297295.3779948 Edm = 0.0622387 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297295.334785 Edm = 0.00620246 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297295.3207716 Edm = 0.00725575 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297295.0519937 Edm = 0.253955 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297279.3969403 Edm = 7.69662 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297267.8311751 Edm = 7.53318 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297264.3864169 Edm = 0.623732 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297262.9202802 Edm = 0.211394 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297262.6751633 Edm = 0.101167 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297262.5794898 Edm = 0.0302732 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297262.5286602 Edm = 0.0170141 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297262.4992524 Edm = 0.00562175 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297262.4089075 Edm = 0.0862244 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297256.7422132 Edm = 4.21416 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297235.0908273 Edm = 2.28791 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297233.6482091 Edm = 0.260096 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297233.4442664 Edm = 0.0247138 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297233.4201687 Edm = 0.00238951 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297233.4117486 Edm = 0.00580867 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297233.2785847 Edm = 0.109747 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297223.725981 Edm = 4.90304 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297211.9470179 Edm = 0.645141 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297210.7732041 Edm = 0.364422 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297210.4968421 Edm = 0.13182 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297210.3218625 Edm = 0.0184845 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297210.2838334 Edm = 0.00703289 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297210.2753771 Edm = 0.00260788 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297210.2706565 Edm = 0.000898591 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297210.2685438 Edm = 0.000727642 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297210.2632338 Edm = 0.00382988 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297210.1859422 Edm = 0.0492385 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297208.441448 Edm = 1.25982 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297200.6292266 Edm = 0.441009 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297200.211167 Edm = 0.101448 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297200.1555948 Edm = 0.00644512 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297200.1474645 Edm = 0.00123799 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297200.1451016 Edm = 0.000433029 NCalls = 216 -VariableMetric: Iteration # 72 - FCN = 297200.1444706 Edm = 0.000135096 NCalls = 218 -VariableMetric: Iteration # 73 - FCN = 297200.143476 Edm = 0.000941936 NCalls = 221 -VariableMetric: Iteration # 74 - FCN = 297200.1240549 Edm = 0.0193034 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297199.4328243 Edm = 0.18836 NCalls = 231 -VariableMetric: Iteration # 76 - FCN = 297199.2604311 Edm = 0.0144785 NCalls = 232 -VariableMetric: Iteration # 77 - FCN = 297199.2463946 Edm = 0.000371538 NCalls = 233 -VariableMetric: Iteration # 78 - FCN = 297199.2457993 Edm = 0.000241459 NCalls = 235 -VariableMetric: Iteration # 79 - FCN = 297199.2390389 Edm = 0.00622989 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297199.0869383 Edm = 0.122222 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297198.0386122 Edm = 0.327289 NCalls = 246 -VariableMetric: Iteration # 82 - FCN = 297197.578526 Edm = 0.0613962 NCalls = 249 -VariableMetric: Iteration # 83 - FCN = 297197.5407238 Edm = 0.00441391 NCalls = 251 -VariableMetric: Iteration # 84 - FCN = 297197.5374079 Edm = 0.000298572 NCalls = 253 -VariableMetric: Iteration # 85 - FCN = 297197.5371679 Edm = 1.42586e-05 NCalls = 255 -VariableMetric: After Hessian - FCN = 297197.5371679 Edm = 81.4967 NCalls = 728 -VariableMetric: Iteration # 86 - FCN = 297197.5371679 Edm = 81.4967 NCalls = 728 -VariableMetric: Iteration # 87 - FCN = 297197.4979828 Edm = 71.2593 NCalls = 733 -VariableMetric: Iteration # 88 - FCN = 297197.3102777 Edm = 0.610035 NCalls = 735 -VariableMetric: Iteration # 89 - FCN = 297196.5247131 Edm = 2.65107 NCalls = 736 -VariableMetric: Iteration # 90 - FCN = 297195.1816626 Edm = 0.118028 NCalls = 741 -VariableMetric: Iteration # 91 - FCN = 297194.9161392 Edm = 0.0488399 NCalls = 743 -VariableMetric: Iteration # 92 - FCN = 297194.8814625 Edm = 0.0272616 NCalls = 745 -VariableMetric: Iteration # 93 - FCN = 297194.8242681 Edm = 0.00774973 NCalls = 748 -VariableMetric: Iteration # 94 - FCN = 297194.790927 Edm = 0.0108767 NCalls = 750 -VariableMetric: Iteration # 95 - FCN = 297194.7573338 Edm = 0.0108288 NCalls = 752 -VariableMetric: Iteration # 96 - FCN = 297194.7113003 Edm = 0.0186963 NCalls = 754 -VariableMetric: Iteration # 97 - FCN = 297194.6622345 Edm = 0.0134597 NCalls = 756 -VariableMetric: Iteration # 98 - FCN = 297194.5746956 Edm = 0.0546656 NCalls = 760 -VariableMetric: Iteration # 99 - FCN = 297194.455422 Edm = 0.329582 NCalls = 765 -VariableMetric: Iteration # 100 - FCN = 297194.3068033 Edm = 0.113184 NCalls = 769 -VariableMetric: Iteration # 101 - FCN = 297194.235365 Edm = 0.309964 NCalls = 772 -VariableMetric: Iteration # 102 - FCN = 297193.9921228 Edm = 0.0784518 NCalls = 775 -VariableMetric: Iteration # 103 - FCN = 297193.5264695 Edm = 0.517912 NCalls = 780 -VariableMetric: Iteration # 104 - FCN = 297193.3725391 Edm = 0.532485 NCalls = 782 -VariableMetric: Iteration # 105 - FCN = 297192.8559433 Edm = 0.321599 NCalls = 787 -VariableMetric: Iteration # 106 - FCN = 297192.79101 Edm = 0.237792 NCalls = 788 -VariableMetric: Iteration # 107 - FCN = 297192.3629264 Edm = 0.253479 NCalls = 791 -VariableMetric: Iteration # 108 - FCN = 297191.4126372 Edm = 0.580878 NCalls = 799 -VariableMetric: Iteration # 109 - FCN = 297190.7573385 Edm = 1.56056 NCalls = 802 -VariableMetric: Iteration # 110 - FCN = 297189.6110887 Edm = 0.842892 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297188.764887 Edm = 0.821621 NCalls = 809 -VariableMetric: Iteration # 112 - FCN = 297188.0561977 Edm = 0.511932 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297187.0369445 Edm = 0.749334 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297186.7495728 Edm = 2.80912 NCalls = 815 -VariableMetric: Iteration # 115 - FCN = 297186.1336892 Edm = 0.23641 NCalls = 817 -VariableMetric: Iteration # 116 - FCN = 297185.8115899 Edm = 0.0693937 NCalls = 820 -VariableMetric: Iteration # 117 - FCN = 297185.7414858 Edm = 0.0414621 NCalls = 821 -VariableMetric: Iteration # 118 - FCN = 297185.6592189 Edm = 0.0314939 NCalls = 823 -VariableMetric: Iteration # 119 - FCN = 297185.6205405 Edm = 0.0130687 NCalls = 825 -VariableMetric: Iteration # 120 - FCN = 297185.607916 Edm = 0.0030576 NCalls = 827 -VariableMetric: Iteration # 121 - FCN = 297185.6042163 Edm = 0.000695149 NCalls = 829 -VariableMetric: Iteration # 122 - FCN = 297185.6032108 Edm = 0.000217433 NCalls = 831 -VariableMetric: Iteration # 123 - FCN = 297185.6024964 Edm = 0.000116851 NCalls = 833 -VariableMetric: Iteration # 124 - FCN = 297185.6022938 Edm = 4.52317e-05 NCalls = 835 -VariableMetric: After Hessian - FCN = 297185.6022938 Edm = 9.61608e-05 NCalls = 1310 -VariableMetric: Iteration # 125 - FCN = 297185.6022938 Edm = 9.61608e-05 NCalls = 1310 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330365.6438558 Edm = 261.209 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330365.6438558 Edm = 261.209 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302689.6605339 Edm = 26.9542 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302477.8376524 Edm = 73.266 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302388.8135948 Edm = 37.4465 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299972.0912347 Edm = 83.2943 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299830.2669207 Edm = 106.458 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299678.1302332 Edm = 3.05306 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 299670.3475915 Edm = 7.00681 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299621.0092136 Edm = 49.8395 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298465.6631672 Edm = 359.398 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 298015.7725772 Edm = 86.0838 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297952.036143 Edm = 2.86432 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297951.2196978 Edm = 0.423519 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297950.8263135 Edm = 0.159663 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297950.1872097 Edm = 0.394187 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297945.0993299 Edm = 2.9257 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297933.3872687 Edm = 12.6583 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297804.3983795 Edm = 42.8235 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297770.4700263 Edm = 47.9853 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297709.9303971 Edm = 15.0505 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297697.72397 Edm = 3.21425 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297693.3692195 Edm = 0.464653 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297692.5136712 Edm = 0.502514 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297692.0341837 Edm = 0.191469 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297691.017029 Edm = 0.439827 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297681.6646363 Edm = 8.27526 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297671.3896892 Edm = 2.84467 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297666.1021893 Edm = 0.132165 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297665.9098488 Edm = 0.0459727 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297664.6421354 Edm = 1.27554 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297654.1063795 Edm = 8.88171 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297614.0584077 Edm = 16.4806 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297598.5291252 Edm = 8.09535 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297592.2993072 Edm = 1.31007 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297590.9097403 Edm = 0.620306 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297590.2689812 Edm = 0.0929532 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297590.1340971 Edm = 0.00946881 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297590.1008352 Edm = 0.0289439 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297588.372699 Edm = 1.66959 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297560.9510349 Edm = 2.05351 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297558.6452408 Edm = 0.0793969 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297558.5588086 Edm = 0.00729247 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297558.4943251 Edm = 0.054529 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297556.5850778 Edm = 2.05984 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297555.5335073 Edm = 0.984347 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297513.2117584 Edm = 0.99503 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297512.1220541 Edm = 0.111263 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297511.9455054 Edm = 0.0528534 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297511.8833602 Edm = 0.01188 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297511.569576 Edm = 1.61175 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297511.5270086 Edm = 0.125524 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297510.2143202 Edm = 0.910296 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297510.1954959 Edm = 0.0491494 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297510.0669729 Edm = 0.173759 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297509.0392847 Edm = 0.310284 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297508.5486459 Edm = 0.0277657 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297508.5038269 Edm = 0.0145024 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297508.3755861 Edm = 0.109375 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297507.4189189 Edm = 0.67049 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297505.2149819 Edm = 1.01185 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297502.2020215 Edm = 3.41222 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297496.4719083 Edm = 10.9307 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297490.7567159 Edm = 19.1023 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297473.3320616 Edm = 8.80372 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297460.7571429 Edm = 5.72921 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297456.2039605 Edm = 6.15578 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297450.0812948 Edm = 2.78437 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297445.2131571 Edm = 1.99965 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297440.7973854 Edm = 2.90076 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297437.8600635 Edm = 1.27662 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297436.5344595 Edm = 0.532039 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297436.1275167 Edm = 0.170419 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297435.8398279 Edm = 0.109954 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297435.692214 Edm = 0.0179903 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297435.6534801 Edm = 0.0166391 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297435.5561438 Edm = 0.0851083 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297435.3735306 Edm = 0.0743886 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297435.2466753 Edm = 0.0499809 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297435.1549257 Edm = 0.0512054 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297434.9638258 Edm = 0.0658519 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297434.9163544 Edm = 0.0116941 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297434.8872786 Edm = 0.0196223 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297434.2730901 Edm = 0.605414 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297404.4021743 Edm = 29.7374 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297381.8976532 Edm = 53.2517 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297381.1672229 Edm = 0.685453 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297379.0662051 Edm = 4.06598 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297366.8083952 Edm = 9.63385 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297362.5695772 Edm = 2.93709 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297361.5141392 Edm = 0.668822 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297360.8887285 Edm = 0.205081 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297360.7332662 Edm = 0.0723473 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297360.412753 Edm = 0.282879 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297359.1609306 Edm = 0.961852 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297358.9668907 Edm = 0.746543 NCalls = 322 -VariableMetric: Iteration # 95 - FCN = 297356.8972252 Edm = 0.777372 NCalls = 327 -VariableMetric: Iteration # 96 - FCN = 297356.2191163 Edm = 0.476476 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297355.8114955 Edm = 0.112011 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297355.6099253 Edm = 0.136852 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297354.508486 Edm = 1.64954 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297354.3637199 Edm = 0.319767 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297353.9513126 Edm = 0.195341 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297353.5339201 Edm = 0.110404 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297353.3389901 Edm = 0.0282421 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297353.3003284 Edm = 0.0087451 NCalls = 350 -VariableMetric: Iteration # 105 - FCN = 297353.2844404 Edm = 0.00380366 NCalls = 352 -VariableMetric: Iteration # 106 - FCN = 297353.275367 Edm = 0.00595558 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297353.2328222 Edm = 0.0305203 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297352.9297466 Edm = 0.192888 NCalls = 362 -VariableMetric: Iteration # 109 - FCN = 297350.9973651 Edm = 1.11551 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297348.74723 Edm = 2.88834 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297346.6585038 Edm = 0.535619 NCalls = 373 -VariableMetric: Iteration # 112 - FCN = 297345.8832354 Edm = 0.445813 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297345.1288307 Edm = 0.202041 NCalls = 378 -VariableMetric: Iteration # 114 - FCN = 297344.9577688 Edm = 0.0871116 NCalls = 380 -VariableMetric: Iteration # 115 - FCN = 297344.887175 Edm = 0.0152334 NCalls = 382 -VariableMetric: Iteration # 116 - FCN = 297344.8727295 Edm = 0.00572886 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297344.8663424 Edm = 0.000505164 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297344.8656538 Edm = 0.000205158 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297344.8653988 Edm = 0.000196807 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297344.8642618 Edm = 0.000914695 NCalls = 393 -VariableMetric: Iteration # 121 - FCN = 297344.8473843 Edm = 0.012734 NCalls = 397 -VariableMetric: Iteration # 122 - FCN = 297344.6041131 Edm = 0.16504 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297343.6676137 Edm = 0.382062 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297343.4118103 Edm = 0.0327817 NCalls = 405 -VariableMetric: Iteration # 125 - FCN = 297343.3797494 Edm = 0.00496123 NCalls = 407 -VariableMetric: Iteration # 126 - FCN = 297343.3677021 Edm = 0.00443364 NCalls = 411 -VariableMetric: Iteration # 127 - FCN = 297343.1619065 Edm = 0.0999786 NCalls = 417 -VariableMetric: Iteration # 128 - FCN = 297343.1614512 Edm = 0.00391239 NCalls = 419 -VariableMetric: Iteration # 129 - FCN = 297343.1480957 Edm = 0.0162123 NCalls = 421 -VariableMetric: Iteration # 130 - FCN = 297343.036575 Edm = 0.0270417 NCalls = 425 -VariableMetric: Iteration # 131 - FCN = 297343.0079836 Edm = 0.00503712 NCalls = 426 -VariableMetric: Iteration # 132 - FCN = 297343.0024901 Edm = 0.000610413 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297343.0013675 Edm = 0.000171485 NCalls = 430 -VariableMetric: Iteration # 134 - FCN = 297343.0004122 Edm = 0.000754888 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297342.8618407 Edm = 0.138946 NCalls = 439 -VariableMetric: Iteration # 136 - FCN = 297342.6956408 Edm = 0.159596 NCalls = 445 -VariableMetric: Iteration # 137 - FCN = 297339.7498199 Edm = 1.0951 NCalls = 449 -VariableMetric: Iteration # 138 - FCN = 297339.1114551 Edm = 0.116574 NCalls = 451 -VariableMetric: Iteration # 139 - FCN = 297338.9910921 Edm = 0.0236961 NCalls = 453 -VariableMetric: Iteration # 140 - FCN = 297338.9618666 Edm = 0.00243086 NCalls = 455 -VariableMetric: Iteration # 141 - FCN = 297338.9600416 Edm = 0.000497915 NCalls = 457 -VariableMetric: Iteration # 142 - FCN = 297338.95953 Edm = 0.000145548 NCalls = 459 -VariableMetric: Iteration # 143 - FCN = 297338.9590864 Edm = 0.000134559 NCalls = 461 -VariableMetric: Iteration # 144 - FCN = 297338.9585906 Edm = 0.000209782 NCalls = 463 -VariableMetric: Iteration # 145 - FCN = 297338.9571609 Edm = 0.00104674 NCalls = 466 -VariableMetric: Iteration # 146 - FCN = 297338.9151561 Edm = 0.055268 NCalls = 472 -VariableMetric: Iteration # 147 - FCN = 297338.8146054 Edm = 0.0798219 NCalls = 481 -VariableMetric: Iteration # 148 - FCN = 297338.813798 Edm = 0.00177972 NCalls = 483 -VariableMetric: Iteration # 149 - FCN = 297338.7909739 Edm = 0.0147101 NCalls = 486 -VariableMetric: Iteration # 150 - FCN = 297338.6761702 Edm = 0.031783 NCalls = 492 -VariableMetric: Iteration # 151 - FCN = 297338.6394692 Edm = 0.0713915 NCalls = 495 -VariableMetric: Iteration # 152 - FCN = 297338.6050798 Edm = 0.0160538 NCalls = 497 -VariableMetric: Iteration # 153 - FCN = 297338.5787685 Edm = 0.0114759 NCalls = 500 -VariableMetric: Iteration # 154 - FCN = 297338.5542062 Edm = 0.0187246 NCalls = 502 -VariableMetric: Iteration # 155 - FCN = 297338.3518044 Edm = 0.148546 NCalls = 506 -VariableMetric: Iteration # 156 - FCN = 297337.0961937 Edm = 0.682274 NCalls = 509 -VariableMetric: Iteration # 157 - FCN = 297336.0563522 Edm = 0.553526 NCalls = 511 -VariableMetric: Iteration # 158 - FCN = 297335.5705645 Edm = 0.0439711 NCalls = 513 -VariableMetric: Iteration # 159 - FCN = 297335.518322 Edm = 0.00654237 NCalls = 515 -VariableMetric: Iteration # 160 - FCN = 297335.5125659 Edm = 0.000421693 NCalls = 516 -VariableMetric: Iteration # 161 - FCN = 297335.5121719 Edm = 5.30684e-05 NCalls = 517 -VariableMetric: After Hessian - FCN = 297335.5121719 Edm = 5.36871 NCalls = 1004 -VariableMetric: Iteration # 162 - FCN = 297335.5121719 Edm = 5.36871 NCalls = 1004 -VariableMetric: Iteration # 163 - FCN = 297330.7821026 Edm = 45.7688 NCalls = 1007 -VariableMetric: Iteration # 164 - FCN = 297330.2358236 Edm = 6.32851 NCalls = 1009 -VariableMetric: Iteration # 165 - FCN = 297329.8984498 Edm = 0.973437 NCalls = 1011 -VariableMetric: Iteration # 166 - FCN = 297329.3143906 Edm = 2.13707 NCalls = 1013 -VariableMetric: Iteration # 167 - FCN = 297328.7226836 Edm = 0.261726 NCalls = 1015 -VariableMetric: Iteration # 168 - FCN = 297328.4847084 Edm = 0.198814 NCalls = 1018 -VariableMetric: Iteration # 169 - FCN = 297328.3245628 Edm = 0.240688 NCalls = 1020 -VariableMetric: Iteration # 170 - FCN = 297327.989061 Edm = 0.824674 NCalls = 1024 -VariableMetric: Iteration # 171 - FCN = 297326.258927 Edm = 3.07768 NCalls = 1031 -VariableMetric: Iteration # 172 - FCN = 297326.0059474 Edm = 1.40194 NCalls = 1034 -VariableMetric: Iteration # 173 - FCN = 297323.0504691 Edm = 57.9593 NCalls = 1039 -VariableMetric: Iteration # 174 - FCN = 297322.3429164 Edm = 2.00908 NCalls = 1043 -VariableMetric: Iteration # 175 - FCN = 297321.5579419 Edm = 1.81532 NCalls = 1046 -VariableMetric: Iteration # 176 - FCN = 297319.7256788 Edm = 0.965442 NCalls = 1050 -VariableMetric: Iteration # 177 - FCN = 297318.8707576 Edm = 1.43419 NCalls = 1052 -VariableMetric: Iteration # 178 - FCN = 297317.9559922 Edm = 0.508885 NCalls = 1054 -VariableMetric: Iteration # 179 - FCN = 297317.6400537 Edm = 0.359685 NCalls = 1056 -VariableMetric: Iteration # 180 - FCN = 297317.1430847 Edm = 0.610069 NCalls = 1059 -VariableMetric: Iteration # 181 - FCN = 297316.0763768 Edm = 1.00982 NCalls = 1062 -VariableMetric: Iteration # 182 - FCN = 297314.6749822 Edm = 1.09075 NCalls = 1065 -VariableMetric: Iteration # 183 - FCN = 297312.3955103 Edm = 3.27197 NCalls = 1068 -VariableMetric: Iteration # 184 - FCN = 297308.2870851 Edm = 3.06454 NCalls = 1071 -VariableMetric: Iteration # 185 - FCN = 297306.3274895 Edm = 1.79085 NCalls = 1074 -VariableMetric: Iteration # 186 - FCN = 297305.63595 Edm = 0.263318 NCalls = 1076 -VariableMetric: Iteration # 187 - FCN = 297305.3504594 Edm = 0.108444 NCalls = 1078 -VariableMetric: Iteration # 188 - FCN = 297305.2102273 Edm = 0.0996589 NCalls = 1080 -VariableMetric: Iteration # 189 - FCN = 297305.0855532 Edm = 0.0608662 NCalls = 1082 -VariableMetric: Iteration # 190 - FCN = 297304.9535577 Edm = 0.0800338 NCalls = 1084 -VariableMetric: Iteration # 191 - FCN = 297304.8020368 Edm = 0.0737786 NCalls = 1086 -VariableMetric: Iteration # 192 - FCN = 297304.725256 Edm = 0.0152531 NCalls = 1088 -VariableMetric: Iteration # 193 - FCN = 297304.7087589 Edm = 0.00326505 NCalls = 1090 -VariableMetric: Iteration # 194 - FCN = 297304.7037439 Edm = 0.00108944 NCalls = 1092 -VariableMetric: Iteration # 195 - FCN = 297304.7020225 Edm = 0.000339289 NCalls = 1094 -VariableMetric: Iteration # 196 - FCN = 297304.7011781 Edm = 0.000222371 NCalls = 1096 -VariableMetric: Iteration # 197 - FCN = 297304.7008643 Edm = 2.64329e-05 NCalls = 1098 -VariableMetric: After Hessian - FCN = 297304.7008643 Edm = 3.36318e-05 NCalls = 1591 -VariableMetric: Iteration # 198 - FCN = 297304.7008643 Edm = 3.36318e-05 NCalls = 1591 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308931.1190177 Edm = 26.173 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308931.1190177 Edm = 26.173 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304697.097793 Edm = 6.92755 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304677.363051 Edm = 6.22664 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304644.1725124 Edm = 32.234 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304542.9023391 Edm = 88.5467 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302213.6387254 Edm = 140.204 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 301744.7509587 Edm = 24.8311 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 301725.198756 Edm = 3.16695 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 301719.0197705 Edm = 3.53421 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 301325.1273353 Edm = 87.1852 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 301193.7325092 Edm = 19.3937 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 301168.0396018 Edm = 4.42188 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 301152.287671 Edm = 15.2978 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 301046.9384497 Edm = 106.892 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 300910.4613308 Edm = 158.886 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 300328.8224592 Edm = 591.764 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298362.0395998 Edm = 147.305 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 298355.2227054 Edm = 51.674 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 298220.1986463 Edm = 10.5429 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 298185.975874 Edm = 0.736027 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 298184.7454419 Edm = 0.36543 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 298181.2882921 Edm = 2.44796 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 298143.4478945 Edm = 19.356 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 298095.9131253 Edm = 6.50314 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 298090.9342101 Edm = 0.658175 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 298090.173742 Edm = 0.173984 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 298088.4077499 Edm = 0.661198 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 298079.5836436 Edm = 5.97739 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 298074.4142353 Edm = 8.53351 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 298059.3685022 Edm = 9.64984 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 298042.0571503 Edm = 22.0924 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297942.3142302 Edm = 80.2944 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297860.8232172 Edm = 55.6876 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297834.3177981 Edm = 3.51549 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297831.7677681 Edm = 0.349581 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297831.426611 Edm = 0.0313525 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297831.0748289 Edm = 0.430917 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297788.9436197 Edm = 10.3896 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297656.7213814 Edm = 24.8406 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297590.7496867 Edm = 3.10775 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297586.7792339 Edm = 0.0189193 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297586.7549118 Edm = 0.00603763 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297586.6633614 Edm = 0.0719468 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297585.4328042 Edm = 0.970054 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297571.2910875 Edm = 7.0716 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297534.1547133 Edm = 9.03872 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297514.3937354 Edm = 9.16418 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297501.2807621 Edm = 3.40732 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297497.3254506 Edm = 1.71935 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297495.5689087 Edm = 0.567906 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297494.7843141 Edm = 0.0749393 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297494.7023342 Edm = 0.0142776 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297494.6930348 Edm = 0.00155944 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297494.6843603 Edm = 0.0060738 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297494.565417 Edm = 0.0958812 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297488.8330959 Edm = 2.51385 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297483.878917 Edm = 0.385491 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297483.6157608 Edm = 0.224386 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297483.4278125 Edm = 0.185311 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297483.0819912 Edm = 0.108926 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297482.9436744 Edm = 0.047136 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297482.8875579 Edm = 0.0284481 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297482.8156606 Edm = 0.0373438 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297482.686481 Edm = 0.194388 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297482.6276227 Edm = 0.193145 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297482.4027467 Edm = 0.395524 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297482.0041885 Edm = 0.806856 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297481.3416747 Edm = 1.63024 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297478.7553091 Edm = 4.16112 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297478.7085673 Edm = 0.0341005 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297478.6267224 Edm = 0.0640135 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297477.2377901 Edm = 1.88964 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297470.9834448 Edm = 5.5953 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297470.86609 Edm = 0.218296 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297470.549961 Edm = 0.855421 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297468.930641 Edm = 1.88634 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297468.8057403 Edm = 0.105663 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297466.7797547 Edm = 2.23454 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297466.6159775 Edm = 0.14858 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297462.0402186 Edm = 6.38298 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297462.0025942 Edm = 0.0460183 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297461.2864187 Edm = 0.722432 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297459.663113 Edm = 1.29811 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297451.1986667 Edm = 1.64468 NCalls = 291 -VariableMetric: Iteration # 84 - FCN = 297450.2485618 Edm = 0.0620342 NCalls = 293 -VariableMetric: Iteration # 85 - FCN = 297450.1820848 Edm = 0.00901695 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297450.1496982 Edm = 0.0215873 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297450.0724933 Edm = 0.0738025 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297448.7296631 Edm = 1.08029 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297443.4157248 Edm = 0.281772 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297442.9886002 Edm = 0.0186321 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297442.9671439 Edm = 0.00184085 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297442.9645366 Edm = 0.000862769 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297442.9598672 Edm = 0.00402674 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297442.2107784 Edm = 0.686095 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297437.2712782 Edm = 3.69191 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297434.0118962 Edm = 1.43996 NCalls = 333 -VariableMetric: Iteration # 97 - FCN = 297433.352106 Edm = 3.48222 NCalls = 336 -VariableMetric: Iteration # 98 - FCN = 297432.2362999 Edm = 0.130226 NCalls = 338 -VariableMetric: Iteration # 99 - FCN = 297432.1132478 Edm = 0.00130594 NCalls = 340 -VariableMetric: Iteration # 100 - FCN = 297432.1118942 Edm = 9.27078e-05 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297432.1114484 Edm = 0.000343929 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297432.1072885 Edm = 0.00145003 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297432.1041507 Edm = 0.000250608 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297432.1035261 Edm = 0.000298731 NCalls = 350 -VariableMetric: Iteration # 105 - FCN = 297432.0892771 Edm = 0.0152639 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297431.9232575 Edm = 0.194786 NCalls = 361 -VariableMetric: Iteration # 107 - FCN = 297431.9219921 Edm = 0.00106199 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297431.9214074 Edm = 0.000643533 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297431.8904762 Edm = 0.016133 NCalls = 369 -VariableMetric: Iteration # 110 - FCN = 297431.8378952 Edm = 0.0499851 NCalls = 371 -VariableMetric: Iteration # 111 - FCN = 297431.7062533 Edm = 0.141794 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297431.3222878 Edm = 0.231842 NCalls = 380 -VariableMetric: Iteration # 113 - FCN = 297430.518731 Edm = 0.116482 NCalls = 384 -VariableMetric: Iteration # 114 - FCN = 297430.3839806 Edm = 0.00749051 NCalls = 386 -VariableMetric: Iteration # 115 - FCN = 297430.3756135 Edm = 0.000246407 NCalls = 388 -VariableMetric: Iteration # 116 - FCN = 297430.375172 Edm = 0.000171882 NCalls = 390 -VariableMetric: Iteration # 117 - FCN = 297430.3749585 Edm = 7.8643e-05 NCalls = 392 -VariableMetric: Iteration # 118 - FCN = 297430.3748466 Edm = 5.22722e-05 NCalls = 394 -VariableMetric: After Hessian - FCN = 297430.3748466 Edm = 18.6566 NCalls = 875 -VariableMetric: Iteration # 119 - FCN = 297430.3748466 Edm = 18.6566 NCalls = 875 -VariableMetric: Iteration # 120 - FCN = 297429.9037531 Edm = 23366.7 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297429.3280672 Edm = 2.1831e+06 NCalls = 888 -VariableMetric: Iteration # 122 - FCN = 297429.1569882 Edm = 4612.84 NCalls = 893 -VariableMetric: Iteration # 123 - FCN = 297429.0179408 Edm = 5865.06 NCalls = 897 -VariableMetric: Iteration # 124 - FCN = 297428.9643676 Edm = 672.419 NCalls = 902 -VariableMetric: Iteration # 125 - FCN = 297428.449624 Edm = 1097.86 NCalls = 905 -VariableMetric: Iteration # 126 - FCN = 297427.9938826 Edm = 455.686 NCalls = 909 -VariableMetric: Iteration # 127 - FCN = 297427.2666316 Edm = 680.984 NCalls = 912 -VariableMetric: Iteration # 128 - FCN = 297426.529181 Edm = 122.203 NCalls = 915 -VariableMetric: Iteration # 129 - FCN = 297426.3159185 Edm = 253.311 NCalls = 918 -VariableMetric: Iteration # 130 - FCN = 297425.9627283 Edm = 94.5437 NCalls = 921 -VariableMetric: Iteration # 131 - FCN = 297425.8288033 Edm = 13.8055 NCalls = 924 -VariableMetric: Iteration # 132 - FCN = 297424.9198074 Edm = 18.7912 NCalls = 926 -VariableMetric: Iteration # 133 - FCN = 297423.2628245 Edm = 20.9055 NCalls = 928 -VariableMetric: Iteration # 134 - FCN = 297422.0997092 Edm = 9.30369 NCalls = 930 -VariableMetric: Iteration # 135 - FCN = 297420.9998034 Edm = 11.8547 NCalls = 932 -VariableMetric: Iteration # 136 - FCN = 297419.7939429 Edm = 45.2916 NCalls = 935 -VariableMetric: Iteration # 137 - FCN = 297418.8842975 Edm = 21.6591 NCalls = 937 -VariableMetric: Iteration # 138 - FCN = 297418.1602199 Edm = 5.11524 NCalls = 939 -VariableMetric: Iteration # 139 - FCN = 297417.3394442 Edm = 12.3996 NCalls = 941 -VariableMetric: Iteration # 140 - FCN = 297416.9050894 Edm = 4.41293 NCalls = 943 -VariableMetric: Iteration # 141 - FCN = 297416.4011296 Edm = 4.65262 NCalls = 946 -VariableMetric: Iteration # 142 - FCN = 297416.0137339 Edm = 7.31565 NCalls = 948 -VariableMetric: Iteration # 143 - FCN = 297415.2869562 Edm = 1.57358 NCalls = 950 -VariableMetric: Iteration # 144 - FCN = 297414.813298 Edm = 4.97091 NCalls = 952 -VariableMetric: Iteration # 145 - FCN = 297413.895 Edm = 2.07851 NCalls = 954 -VariableMetric: Iteration # 146 - FCN = 297413.7533379 Edm = 1.02017 NCalls = 956 -VariableMetric: Iteration # 147 - FCN = 297413.3616438 Edm = 0.625332 NCalls = 959 -VariableMetric: Iteration # 148 - FCN = 297412.9403035 Edm = 0.327958 NCalls = 961 -VariableMetric: Iteration # 149 - FCN = 297412.7736456 Edm = 0.0864468 NCalls = 963 -VariableMetric: Iteration # 150 - FCN = 297412.7120092 Edm = 0.15932 NCalls = 965 -VariableMetric: Iteration # 151 - FCN = 297412.6431684 Edm = 0.0908864 NCalls = 967 -VariableMetric: Iteration # 152 - FCN = 297412.5972293 Edm = 0.0293247 NCalls = 969 -VariableMetric: Iteration # 153 - FCN = 297412.5730751 Edm = 0.0144767 NCalls = 971 -VariableMetric: Iteration # 154 - FCN = 297412.5656339 Edm = 26.4283 NCalls = 973 -VariableMetric: Iteration # 155 - FCN = 297411.384376 Edm = 3.99279 NCalls = 975 -VariableMetric: Iteration # 156 - FCN = 297406.6939928 Edm = 8.1599 NCalls = 978 -VariableMetric: Iteration # 157 - FCN = 297403.9969957 Edm = 1.58534 NCalls = 981 -VariableMetric: Iteration # 158 - FCN = 297403.3173514 Edm = 0.439594 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297403.1002043 Edm = 0.0550858 NCalls = 985 -VariableMetric: Iteration # 160 - FCN = 297403.0203655 Edm = 0.0789933 NCalls = 987 -VariableMetric: Iteration # 161 - FCN = 297402.9281656 Edm = 0.13236 NCalls = 990 -VariableMetric: Iteration # 162 - FCN = 297402.8153036 Edm = 0.122269 NCalls = 992 -VariableMetric: Iteration # 163 - FCN = 297402.7208398 Edm = 0.154657 NCalls = 994 -VariableMetric: Iteration # 164 - FCN = 297402.6537303 Edm = 0.062549 NCalls = 997 -VariableMetric: Iteration # 165 - FCN = 297402.6151417 Edm = 0.0439872 NCalls = 1000 -VariableMetric: Iteration # 166 - FCN = 297402.5922863 Edm = 0.0231235 NCalls = 1002 -VariableMetric: Iteration # 167 - FCN = 297402.5658764 Edm = 0.0148586 NCalls = 1005 -VariableMetric: Iteration # 168 - FCN = 297402.5447862 Edm = 0.0143216 NCalls = 1007 -VariableMetric: Iteration # 169 - FCN = 297402.5256937 Edm = 0.00903645 NCalls = 1009 -VariableMetric: Iteration # 170 - FCN = 297402.5128691 Edm = 0.00489187 NCalls = 1011 -VariableMetric: Iteration # 171 - FCN = 297402.5069018 Edm = 0.00204092 NCalls = 1013 -VariableMetric: Iteration # 172 - FCN = 297402.504055 Edm = 0.00149294 NCalls = 1015 -VariableMetric: Iteration # 173 - FCN = 297402.5002506 Edm = 0.0027347 NCalls = 1017 -VariableMetric: Iteration # 174 - FCN = 297402.4944373 Edm = 0.00478316 NCalls = 1019 -VariableMetric: Iteration # 175 - FCN = 297402.4883036 Edm = 0.00484015 NCalls = 1021 -VariableMetric: Iteration # 176 - FCN = 297402.4662074 Edm = 0.02179 NCalls = 1025 -VariableMetric: Iteration # 177 - FCN = 297402.364039 Edm = 0.0824865 NCalls = 1030 -VariableMetric: Iteration # 178 - FCN = 297402.2538927 Edm = 0.0340943 NCalls = 1033 -VariableMetric: Iteration # 179 - FCN = 297402.2257564 Edm = 0.0311002 NCalls = 1035 -VariableMetric: Iteration # 180 - FCN = 297402.1835717 Edm = 0.0227719 NCalls = 1038 -VariableMetric: Iteration # 181 - FCN = 297402.132837 Edm = 0.060339 NCalls = 1042 -VariableMetric: Iteration # 182 - FCN = 297402.1123504 Edm = 0.0146276 NCalls = 1044 -VariableMetric: Iteration # 183 - FCN = 297402.0984703 Edm = 0.00851363 NCalls = 1047 -VariableMetric: Iteration # 184 - FCN = 297402.0914089 Edm = 0.00349831 NCalls = 1049 -VariableMetric: Iteration # 185 - FCN = 297402.0861341 Edm = 0.00254373 NCalls = 1052 -VariableMetric: Iteration # 186 - FCN = 297402.0835514 Edm = 0.000905603 NCalls = 1054 -VariableMetric: Iteration # 187 - FCN = 297402.0825001 Edm = 0.000390531 NCalls = 1056 -VariableMetric: Iteration # 188 - FCN = 297402.0812775 Edm = 0.000553976 NCalls = 1059 -VariableMetric: Iteration # 189 - FCN = 297402.0797344 Edm = 0.000790591 NCalls = 1062 -VariableMetric: Iteration # 190 - FCN = 297402.0791279 Edm = 0.000296661 NCalls = 1064 -VariableMetric: Iteration # 191 - FCN = 297402.0787636 Edm = 0.000164655 NCalls = 1067 -VariableMetric: Iteration # 192 - FCN = 297402.0784885 Edm = 0.000163817 NCalls = 1069 -VariableMetric: Iteration # 193 - FCN = 297402.0782166 Edm = 4.15488e-05 NCalls = 1072 -VariableMetric: After Hessian - FCN = 297402.0782166 Edm = 0.000102588 NCalls = 1573 -VariableMetric: Iteration # 194 - FCN = 297402.0782166 Edm = 0.000102588 NCalls = 1573 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302637.1724257 Edm = 17.0232 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302637.1724257 Edm = 17.0232 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298867.2033163 Edm = 2.61422 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298820.5060387 Edm = 46.458 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298809.0049802 Edm = 1.84274 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298774.5989698 Edm = 29.7149 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298332.7233842 Edm = 8.95607 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298313.5911088 Edm = 5.00367 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298308.0604821 Edm = 0.660801 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 298172.0936828 Edm = 127.269 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297951.8959435 Edm = 135.553 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297836.1884291 Edm = 35.5628 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297805.2981204 Edm = 6.34682 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297801.3727393 Edm = 0.343904 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297797.5641617 Edm = 3.47301 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297680.303689 Edm = 7.21094 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297674.0441607 Edm = 0.173899 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 297673.6927078 Edm = 0.106196 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297669.2704277 Edm = 4.93736 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297650.1305064 Edm = 15.8743 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297526.3808471 Edm = 24.4394 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297498.1733928 Edm = 10.2202 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297470.3687601 Edm = 14.7915 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297457.5414389 Edm = 1.93002 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297455.9287857 Edm = 0.0455795 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297455.8321556 Edm = 0.0637243 NCalls = 76 -VariableMetric: Iteration # 25 - FCN = 297455.1700281 Edm = 0.751917 NCalls = 80 -VariableMetric: Iteration # 26 - FCN = 297451.5163436 Edm = 3.07611 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297425.4749139 Edm = 21.6582 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297421.6285076 Edm = 12.5765 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297391.9639268 Edm = 26.041 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297361.1889502 Edm = 18.1841 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297353.8677502 Edm = 8.47153 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297351.9829501 Edm = 1.66185 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297350.9146565 Edm = 0.251464 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297350.8186271 Edm = 0.0398596 NCalls = 106 -VariableMetric: Iteration # 35 - FCN = 297350.754434 Edm = 0.029381 NCalls = 108 -VariableMetric: Iteration # 36 - FCN = 297345.0981193 Edm = 4.56158 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297310.4136854 Edm = 6.25241 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297298.161742 Edm = 4.25156 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297293.8902235 Edm = 0.461197 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297293.0948837 Edm = 0.0187148 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297293.0725225 Edm = 0.0041642 NCalls = 126 -VariableMetric: Iteration # 42 - FCN = 297293.0553775 Edm = 0.0102136 NCalls = 128 -VariableMetric: Iteration # 43 - FCN = 297293.0148579 Edm = 0.0242788 NCalls = 130 -VariableMetric: Iteration # 44 - FCN = 297292.2106956 Edm = 0.680008 NCalls = 134 -VariableMetric: Iteration # 45 - FCN = 297277.4095641 Edm = 5.00143 NCalls = 139 -VariableMetric: Iteration # 46 - FCN = 297268.6966417 Edm = 0.890016 NCalls = 141 -VariableMetric: Iteration # 47 - FCN = 297268.100172 Edm = 0.110622 NCalls = 143 -VariableMetric: Iteration # 48 - FCN = 297268.0406149 Edm = 0.018235 NCalls = 145 -VariableMetric: Iteration # 49 - FCN = 297268.0154097 Edm = 0.00543891 NCalls = 147 -VariableMetric: Iteration # 50 - FCN = 297268.0010668 Edm = 0.00145603 NCalls = 149 -VariableMetric: Iteration # 51 - FCN = 297267.9972255 Edm = 0.00201243 NCalls = 151 -VariableMetric: Iteration # 52 - FCN = 297267.9354491 Edm = 0.0586203 NCalls = 155 -VariableMetric: Iteration # 53 - FCN = 297263.3487735 Edm = 2.91088 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297262.0197155 Edm = 0.95049 NCalls = 165 -VariableMetric: Iteration # 55 - FCN = 297260.2602447 Edm = 0.58149 NCalls = 167 -VariableMetric: Iteration # 56 - FCN = 297256.37237 Edm = 0.475569 NCalls = 172 -VariableMetric: Iteration # 57 - FCN = 297255.7413782 Edm = 0.324118 NCalls = 174 -VariableMetric: Iteration # 58 - FCN = 297255.6702331 Edm = 0.0642496 NCalls = 176 -VariableMetric: Iteration # 59 - FCN = 297255.5431367 Edm = 0.0147992 NCalls = 178 -VariableMetric: Iteration # 60 - FCN = 297255.5196441 Edm = 0.000348913 NCalls = 180 -VariableMetric: Iteration # 61 - FCN = 297255.5187535 Edm = 0.000398278 NCalls = 182 -VariableMetric: Iteration # 62 - FCN = 297255.5077704 Edm = 0.0101135 NCalls = 186 -VariableMetric: Iteration # 63 - FCN = 297254.7991967 Edm = 0.581488 NCalls = 191 -VariableMetric: Iteration # 64 - FCN = 297251.5337555 Edm = 0.363462 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297251.275607 Edm = 0.0274054 NCalls = 196 -VariableMetric: Iteration # 66 - FCN = 297251.2466842 Edm = 0.00105574 NCalls = 198 -VariableMetric: Iteration # 67 - FCN = 297251.2454786 Edm = 6.46137e-05 NCalls = 200 -VariableMetric: After Hessian - FCN = 297251.2454786 Edm = 6.39744 NCalls = 677 -VariableMetric: Iteration # 68 - FCN = 297251.2454786 Edm = 6.39744 NCalls = 677 -VariableMetric: Iteration # 69 - FCN = 297250.0405072 Edm = 22.4086 NCalls = 679 -VariableMetric: Iteration # 70 - FCN = 297249.7688079 Edm = 1.60023 NCalls = 681 -VariableMetric: Iteration # 71 - FCN = 297247.5075534 Edm = 0.558364 NCalls = 683 -VariableMetric: Iteration # 72 - FCN = 297246.8346834 Edm = 0.237037 NCalls = 686 -VariableMetric: Iteration # 73 - FCN = 297246.5426718 Edm = 0.427118 NCalls = 689 -VariableMetric: Iteration # 74 - FCN = 297246.221487 Edm = 0.152325 NCalls = 692 -VariableMetric: Iteration # 75 - FCN = 297246.0248916 Edm = 0.220293 NCalls = 695 -VariableMetric: Iteration # 76 - FCN = 297245.7400693 Edm = 0.331764 NCalls = 698 -VariableMetric: Iteration # 77 - FCN = 297245.5367833 Edm = 0.124661 NCalls = 701 -VariableMetric: Iteration # 78 - FCN = 297245.3893472 Edm = 0.103337 NCalls = 704 -VariableMetric: Iteration # 79 - FCN = 297245.2679337 Edm = 0.0918008 NCalls = 706 -VariableMetric: Iteration # 80 - FCN = 297245.1669125 Edm = 0.0702342 NCalls = 709 -VariableMetric: Iteration # 81 - FCN = 297245.097209 Edm = 0.0363144 NCalls = 711 -VariableMetric: Iteration # 82 - FCN = 297245.0503126 Edm = 0.0433367 NCalls = 714 -VariableMetric: Iteration # 83 - FCN = 297244.9667137 Edm = 0.0535823 NCalls = 717 -VariableMetric: Iteration # 84 - FCN = 297244.8975278 Edm = 0.101295 NCalls = 720 -VariableMetric: Iteration # 85 - FCN = 297244.8180434 Edm = 0.0510972 NCalls = 722 -VariableMetric: Iteration # 86 - FCN = 297244.7561455 Edm = 0.0362571 NCalls = 725 -VariableMetric: Iteration # 87 - FCN = 297244.6993139 Edm = 0.0276295 NCalls = 727 -VariableMetric: Iteration # 88 - FCN = 297244.6529288 Edm = 0.0253625 NCalls = 729 -VariableMetric: Iteration # 89 - FCN = 297244.6205472 Edm = 0.0192185 NCalls = 732 -VariableMetric: Iteration # 90 - FCN = 297244.6029249 Edm = 0.00930861 NCalls = 734 -VariableMetric: Iteration # 91 - FCN = 297244.5810784 Edm = 0.00624296 NCalls = 736 -VariableMetric: Iteration # 92 - FCN = 297244.5569571 Edm = 0.00885214 NCalls = 738 -VariableMetric: Iteration # 93 - FCN = 297244.5220005 Edm = 0.0101184 NCalls = 742 -VariableMetric: Iteration # 94 - FCN = 297244.4984207 Edm = 0.0259787 NCalls = 745 -VariableMetric: Iteration # 95 - FCN = 297244.4857654 Edm = 0.00765694 NCalls = 748 -VariableMetric: Iteration # 96 - FCN = 297244.4743547 Edm = 0.00190738 NCalls = 750 -VariableMetric: Iteration # 97 - FCN = 297244.4704566 Edm = 0.000850732 NCalls = 752 -VariableMetric: Iteration # 98 - FCN = 297244.4677891 Edm = 0.00155926 NCalls = 754 -VariableMetric: Iteration # 99 - FCN = 297244.4661319 Edm = 0.00135139 NCalls = 756 -VariableMetric: Iteration # 100 - FCN = 297244.4633593 Edm = 0.000919404 NCalls = 758 -VariableMetric: Iteration # 101 - FCN = 297244.4609552 Edm = 0.000777694 NCalls = 761 -VariableMetric: Iteration # 102 - FCN = 297244.4595102 Edm = 0.000472924 NCalls = 763 -VariableMetric: Iteration # 103 - FCN = 297244.4584789 Edm = 0.000257813 NCalls = 765 -VariableMetric: Iteration # 104 - FCN = 297244.4579534 Edm = 0.000171471 NCalls = 767 -VariableMetric: Iteration # 105 - FCN = 297244.4573669 Edm = 0.000162734 NCalls = 770 -VariableMetric: Iteration # 106 - FCN = 297244.4571418 Edm = 2.42585e-05 NCalls = 772 -VariableMetric: After Hessian - FCN = 297244.4571418 Edm = 0.0347249 NCalls = 1253 -VariableMetric: Iteration # 107 - FCN = 297244.4571418 Edm = 0.0347249 NCalls = 1253 -VariableMetric: Iteration # 108 - FCN = 297244.4564379 Edm = 0.0027838 NCalls = 1256 -VariableMetric: Iteration # 109 - FCN = 297244.4558596 Edm = 0.000203056 NCalls = 1258 -VariableMetric: Iteration # 110 - FCN = 297244.4555725 Edm = 8.59911e-05 NCalls = 1260 -VariableMetric: Iteration # 111 - FCN = 297244.4554518 Edm = 3.16357e-05 NCalls = 1262 -VariableMetric: Iteration # 112 - FCN = 297244.4553984 Edm = 3.89686e-06 NCalls = 1264 -VariableMetric: After Hessian - FCN = 297244.4553984 Edm = 3.47927e-05 NCalls = 1757 -VariableMetric: Iteration # 113 - FCN = 297244.4553984 Edm = 3.47927e-05 NCalls = 1757 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312768.3868063 Edm = 8075.97 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312768.3868063 Edm = 8075.97 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301011.7857649 Edm = 70.3491 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 300634.959282 Edm = 3.03033 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 300588.7582383 Edm = 20.5758 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298881.7324502 Edm = 531.576 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298217.9918646 Edm = 1.31649 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298216.9752701 Edm = 0.924153 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 298076.6533815 Edm = 64.6514 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297785.5478223 Edm = 2.14029 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297783.1779851 Edm = 0.167854 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297782.9032209 Edm = 0.118886 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297781.1175626 Edm = 1.78837 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297697.4953484 Edm = 9.2044 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297670.1840821 Edm = 5.64292 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297666.6949125 Edm = 0.92453 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297665.1583441 Edm = 0.366995 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297664.505974 Edm = 0.117862 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297663.8159488 Edm = 0.349629 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297653.4185212 Edm = 11.4749 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297649.0529377 Edm = 23.6357 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297648.0822831 Edm = 1.80927 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297614.5309039 Edm = 18.33 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297535.6088653 Edm = 55.8119 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297486.9732656 Edm = 18.6795 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297460.3841117 Edm = 3.74279 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297446.990384 Edm = 3.87658 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297430.732955 Edm = 3.90416 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297422.2489337 Edm = 1.74524 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297418.2987844 Edm = 0.829145 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297416.9258682 Edm = 0.347017 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297415.9653609 Edm = 0.116423 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297415.8258266 Edm = 0.0283177 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297415.7609648 Edm = 0.0248304 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297415.5492251 Edm = 0.18377 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297413.1119156 Edm = 2.91617 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297409.8576804 Edm = 3.11341 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297338.4670046 Edm = 151.007 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297335.1554727 Edm = 0.665664 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297334.7073521 Edm = 0.181584 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297333.9621115 Edm = 0.635316 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297322.8986941 Edm = 5.51546 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297309.6862719 Edm = 1.38263 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297308.0005695 Edm = 0.490557 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297307.1222246 Edm = 0.362034 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297306.7930165 Edm = 0.0808109 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297306.6711163 Edm = 0.00641427 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297306.6440778 Edm = 0.0185348 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297305.9825586 Edm = 0.371503 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297301.7384183 Edm = 1.52212 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297297.3930192 Edm = 0.776392 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297296.3238593 Edm = 0.409217 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297295.79801 Edm = 0.290456 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297295.2366004 Edm = 0.306057 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297294.9938672 Edm = 0.339883 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297294.4629956 Edm = 0.188701 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297294.1151838 Edm = 0.0767206 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297294.0201067 Edm = 0.0194873 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297293.9980119 Edm = 0.0050142 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297293.9924949 Edm = 0.00191694 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297293.942684 Edm = 0.0438244 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297291.0045532 Edm = 1.39755 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297288.5448861 Edm = 0.140054 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297288.4161257 Edm = 0.0782509 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297288.3921892 Edm = 0.0283762 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297288.3639278 Edm = 0.00157653 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297288.3591346 Edm = 0.00211807 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297288.3392132 Edm = 0.0139092 NCalls = 202 -VariableMetric: Iteration # 67 - FCN = 297288.2770539 Edm = 0.00923138 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297288.1721987 Edm = 0.0821372 NCalls = 208 -VariableMetric: Iteration # 69 - FCN = 297287.833377 Edm = 0.344919 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297285.4203687 Edm = 2.56166 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297282.9952166 Edm = 1.95654 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297280.5553184 Edm = 5.32209 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297277.7055847 Edm = 0.0852349 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297277.610239 Edm = 0.0225381 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297277.5664378 Edm = 0.0150289 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297277.5522116 Edm = 0.00118718 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297277.5509677 Edm = 0.000246587 NCalls = 236 -VariableMetric: Iteration # 78 - FCN = 297277.5489677 Edm = 0.0018649 NCalls = 239 -VariableMetric: Iteration # 79 - FCN = 297277.4759975 Edm = 0.0706533 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297275.7313546 Edm = 0.602838 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297275.2051623 Edm = 0.216376 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297275.0665356 Edm = 0.0136519 NCalls = 254 -VariableMetric: Iteration # 83 - FCN = 297275.0417707 Edm = 0.00974964 NCalls = 256 -VariableMetric: Iteration # 84 - FCN = 297275.0156591 Edm = 0.0111728 NCalls = 259 -VariableMetric: Iteration # 85 - FCN = 297275.0050627 Edm = 0.00295267 NCalls = 260 -VariableMetric: Iteration # 86 - FCN = 297274.9996872 Edm = 0.000952436 NCalls = 263 -VariableMetric: Iteration # 87 - FCN = 297274.9981705 Edm = 0.000381972 NCalls = 265 -VariableMetric: Iteration # 88 - FCN = 297274.9976222 Edm = 0.00012316 NCalls = 268 -VariableMetric: Iteration # 89 - FCN = 297274.9973846 Edm = 6.89178e-05 NCalls = 270 -VariableMetric: Iteration # 90 - FCN = 297274.9970804 Edm = 0.000156997 NCalls = 272 -VariableMetric: Iteration # 91 - FCN = 297274.9960903 Edm = 0.0011759 NCalls = 276 -VariableMetric: Iteration # 92 - FCN = 297274.9932532 Edm = 0.00220551 NCalls = 281 -VariableMetric: Iteration # 93 - FCN = 297274.992925 Edm = 0.00171324 NCalls = 284 -VariableMetric: Iteration # 94 - FCN = 297274.9682887 Edm = 0.03363 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297274.9650309 Edm = 0.00389905 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297274.9607428 Edm = 0.00879437 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297274.9577238 Edm = 0.00268285 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297274.8605883 Edm = 0.0551055 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297274.8581678 Edm = 0.0133362 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297274.8264233 Edm = 0.0225301 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297274.6345685 Edm = 0.105542 NCalls = 321 -VariableMetric: Iteration # 102 - FCN = 297274.5035583 Edm = 0.0705439 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297274.4474772 Edm = 0.0117366 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297274.4194968 Edm = 0.0117544 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297274.2664613 Edm = 0.114116 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297272.9202925 Edm = 0.891593 NCalls = 334 -VariableMetric: Iteration # 107 - FCN = 297270.1519074 Edm = 0.805447 NCalls = 337 -VariableMetric: Iteration # 108 - FCN = 297268.7248592 Edm = 0.600773 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297268.3360055 Edm = 0.422978 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297267.8850527 Edm = 0.14251 NCalls = 344 -VariableMetric: Iteration # 111 - FCN = 297267.7574205 Edm = 0.176558 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297267.6082816 Edm = 0.0970371 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297267.5523714 Edm = 0.0313601 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297267.5094288 Edm = 0.00381585 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297267.5030686 Edm = 0.00218892 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297267.4945031 Edm = 0.00976143 NCalls = 357 -VariableMetric: Iteration # 117 - FCN = 297267.3814175 Edm = 0.110819 NCalls = 363 -VariableMetric: Iteration # 118 - FCN = 297267.0881191 Edm = 0.244066 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297259.3882172 Edm = 3.50133 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297256.1987418 Edm = 2.80042 NCalls = 377 -VariableMetric: Iteration # 121 - FCN = 297253.0917795 Edm = 0.382575 NCalls = 379 -VariableMetric: Iteration # 122 - FCN = 297252.6939839 Edm = 0.100327 NCalls = 381 -VariableMetric: Iteration # 123 - FCN = 297252.5994593 Edm = 0.00997082 NCalls = 383 -VariableMetric: Iteration # 124 - FCN = 297252.5904139 Edm = 0.000897063 NCalls = 385 -VariableMetric: Iteration # 125 - FCN = 297252.5895981 Edm = 0.000127985 NCalls = 386 -VariableMetric: Iteration # 126 - FCN = 297252.5891398 Edm = 0.000233768 NCalls = 388 -VariableMetric: Iteration # 127 - FCN = 297252.5813175 Edm = 0.00716527 NCalls = 392 -VariableMetric: Iteration # 128 - FCN = 297252.2403457 Edm = 0.237881 NCalls = 397 -VariableMetric: Iteration # 129 - FCN = 297251.7667292 Edm = 0.0492314 NCalls = 399 -VariableMetric: Iteration # 130 - FCN = 297251.7164063 Edm = 0.0028433 NCalls = 401 -VariableMetric: Iteration # 131 - FCN = 297251.7136292 Edm = 0.00027264 NCalls = 402 -VariableMetric: Iteration # 132 - FCN = 297251.7131036 Edm = 9.24052e-05 NCalls = 404 -VariableMetric: Iteration # 133 - FCN = 297251.7129271 Edm = 6.34496e-05 NCalls = 406 -VariableMetric: After Hessian - FCN = 297251.7129271 Edm = 22.2417 NCalls = 879 -VariableMetric: Iteration # 134 - FCN = 297251.7129271 Edm = 22.2417 NCalls = 879 -VariableMetric: Iteration # 135 - FCN = 297248.8247658 Edm = 2.16433 NCalls = 887 -VariableMetric: Iteration # 136 - FCN = 297247.7521132 Edm = 3.2175 NCalls = 889 -VariableMetric: Iteration # 137 - FCN = 297246.5924951 Edm = 1.34827 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297246.3283905 Edm = 0.298864 NCalls = 894 -VariableMetric: Iteration # 139 - FCN = 297245.9189634 Edm = 0.138372 NCalls = 896 -VariableMetric: Iteration # 140 - FCN = 297245.706684 Edm = 0.173905 NCalls = 899 -VariableMetric: Iteration # 141 - FCN = 297245.4689617 Edm = 0.0932868 NCalls = 904 -VariableMetric: Iteration # 142 - FCN = 297245.3337544 Edm = 0.0580257 NCalls = 907 -VariableMetric: Iteration # 143 - FCN = 297245.2882796 Edm = 0.0242517 NCalls = 909 -VariableMetric: Iteration # 144 - FCN = 297245.2496225 Edm = 0.0313284 NCalls = 912 -VariableMetric: Iteration # 145 - FCN = 297245.2372972 Edm = 0.0176297 NCalls = 914 -VariableMetric: Iteration # 146 - FCN = 297245.2150722 Edm = 0.00507132 NCalls = 916 -VariableMetric: Iteration # 147 - FCN = 297245.2098197 Edm = 0.00256573 NCalls = 918 -VariableMetric: Iteration # 148 - FCN = 297245.2064917 Edm = 0.00199326 NCalls = 920 -VariableMetric: Iteration # 149 - FCN = 297245.201519 Edm = 0.00264611 NCalls = 923 -VariableMetric: Iteration # 150 - FCN = 297245.1916402 Edm = 0.00517587 NCalls = 926 -VariableMetric: Iteration # 151 - FCN = 297245.1786818 Edm = 0.00655912 NCalls = 929 -VariableMetric: Iteration # 152 - FCN = 297245.1617318 Edm = 0.00813937 NCalls = 931 -VariableMetric: Iteration # 153 - FCN = 297245.1500819 Edm = 0.0240929 NCalls = 934 -VariableMetric: Iteration # 154 - FCN = 297245.1230615 Edm = 0.0140703 NCalls = 937 -VariableMetric: Iteration # 155 - FCN = 297245.1088912 Edm = 0.00843607 NCalls = 940 -VariableMetric: Iteration # 156 - FCN = 297245.0971074 Edm = 0.00670363 NCalls = 942 -VariableMetric: Iteration # 157 - FCN = 297245.0947532 Edm = 0.00765591 NCalls = 944 -VariableMetric: Iteration # 158 - FCN = 297245.0861136 Edm = 0.00780582 NCalls = 947 -VariableMetric: Iteration # 159 - FCN = 297245.081101 Edm = 0.00510969 NCalls = 950 -VariableMetric: Iteration # 160 - FCN = 297245.0689134 Edm = 0.0146459 NCalls = 953 -VariableMetric: Iteration # 161 - FCN = 297245.0607364 Edm = 0.00826222 NCalls = 958 -VariableMetric: Iteration # 162 - FCN = 297245.0555928 Edm = 0.00672541 NCalls = 962 -VariableMetric: Iteration # 163 - FCN = 297245.0520409 Edm = 0.00249769 NCalls = 964 -VariableMetric: Iteration # 164 - FCN = 297245.0464032 Edm = 0.00337233 NCalls = 967 -VariableMetric: Iteration # 165 - FCN = 297245.0402252 Edm = 0.00695994 NCalls = 969 -VariableMetric: Iteration # 166 - FCN = 297245.0340999 Edm = 0.00600132 NCalls = 971 -VariableMetric: Iteration # 167 - FCN = 297245.0283073 Edm = 0.00509621 NCalls = 973 -VariableMetric: Iteration # 168 - FCN = 297245.0219088 Edm = 0.00419971 NCalls = 980 -VariableMetric: Iteration # 169 - FCN = 297245.0121766 Edm = 0.0130306 NCalls = 984 -VariableMetric: Iteration # 170 - FCN = 297245.004302 Edm = 0.00613631 NCalls = 987 -VariableMetric: Iteration # 171 - FCN = 297244.9937621 Edm = 0.00439511 NCalls = 989 -VariableMetric: Iteration # 172 - FCN = 297244.989859 Edm = 0.00480222 NCalls = 992 -VariableMetric: Iteration # 173 - FCN = 297244.986789 Edm = 0.00310057 NCalls = 994 -VariableMetric: Iteration # 174 - FCN = 297244.9823616 Edm = 0.00176999 NCalls = 997 -VariableMetric: Iteration # 175 - FCN = 297244.9798454 Edm = 0.000648697 NCalls = 999 -VariableMetric: Iteration # 176 - FCN = 297244.9793336 Edm = 0.000200943 NCalls = 1001 -VariableMetric: Iteration # 177 - FCN = 297244.9790677 Edm = 7.16639e-05 NCalls = 1003 -VariableMetric: After Hessian - FCN = 297244.9790677 Edm = 0.000348274 NCalls = 1484 -VariableMetric: Iteration # 178 - FCN = 297244.9790677 Edm = 0.000348274 NCalls = 1484 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313015.6787658 Edm = 16.899 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313015.6787658 Edm = 16.899 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301967.4097062 Edm = 82.6246 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300725.9909454 Edm = 2.67849e+07 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 300725.9909454 Edm = 2.67849e+07 NCalls = 34 -VariableMetric: After Hessian - FCN = 300725.9909454 Edm = 3.50252e+08 NCalls = 533 -VariableMetric: Iteration # 4 - FCN = 300725.9909454 Edm = 3.50252e+08 NCalls = 533 -VariableMetric: Iteration # 5 - FCN = 300725.9909454 Edm = 3.50252e+08 NCalls = 544 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303542.1630076 Edm = 11.1906 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303542.1630076 Edm = 11.1906 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299370.5570426 Edm = 0.623498 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299118.9538309 Edm = 288.468 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299116.0931185 Edm = 1.42677 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298837.7070789 Edm = 17.8833 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298826.627433 Edm = 0.671079 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298825.7099208 Edm = 0.0957061 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298819.5828509 Edm = 6.8183 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298803.0640394 Edm = 17.8458 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298801.1099458 Edm = 1.74296 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298370.3417354 Edm = 162.262 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298271.1386045 Edm = 175.351 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297993.9321576 Edm = 131.844 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297796.3420015 Edm = 39.3813 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297772.0407624 Edm = 6.54095 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297758.3248077 Edm = 1.05958 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297756.8337828 Edm = 0.581172 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297749.8269295 Edm = 5.01493 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297674.5376296 Edm = 83.5533 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297568.2508898 Edm = 38.253 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297509.729318 Edm = 11.8476 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297501.6214467 Edm = 6.91748 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297492.6005334 Edm = 0.925888 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297491.5077038 Edm = 0.0190384 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297491.4736282 Edm = 0.01533 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297491.3865047 Edm = 0.103377 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297488.9632015 Edm = 1.81181 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297471.4991618 Edm = 1.61574 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297469.7213962 Edm = 0.0556256 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297469.6494923 Edm = 0.0159035 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297468.7476446 Edm = 0.823927 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297444.008308 Edm = 10.4558 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297425.3917726 Edm = 0.422889 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297424.9873719 Edm = 0.0225416 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297424.9584373 Edm = 0.0104091 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297424.8718796 Edm = 0.0541387 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297424.4717813 Edm = 0.400036 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297414.3575324 Edm = 6.04602 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297397.7112534 Edm = 1.62788 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297396.4670609 Edm = 0.346996 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297396.0957994 Edm = 0.0943733 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297396.0028515 Edm = 0.0163325 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297395.9828309 Edm = 0.00223803 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297395.9784404 Edm = 0.00225932 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297395.8966217 Edm = 0.0628888 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297391.576467 Edm = 4.2437 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297384.6149733 Edm = 4.67956 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297370.948868 Edm = 7.4616 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297366.6834497 Edm = 0.523899 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297365.8807228 Edm = 0.0370373 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297365.8346282 Edm = 0.0109684 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297365.8208657 Edm = 0.00580838 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297365.7985903 Edm = 0.0145973 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297365.629587 Edm = 0.178234 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297363.8441825 Edm = 1.24739 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297359.9806659 Edm = 0.136758 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297359.8461317 Edm = 0.00385747 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297359.8417892 Edm = 0.000860918 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297359.8296893 Edm = 0.0113939 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297359.4854 Edm = 0.333983 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297358.2457374 Edm = 0.996328 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297355.6647922 Edm = 0.484701 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297355.2328398 Edm = 0.180245 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297354.9654163 Edm = 0.144999 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297354.8405487 Edm = 0.0131996 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297354.8235456 Edm = 0.000775626 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297354.8226323 Edm = 0.000231983 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297354.8209051 Edm = 0.00154631 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297354.5610308 Edm = 0.206493 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297352.9736029 Edm = 0.334969 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297352.4380595 Edm = 0.0573038 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297352.3769094 Edm = 0.0099377 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297352.3692353 Edm = 0.000656293 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297352.368507 Edm = 0.00011061 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297352.367412 Edm = 0.00087577 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297352.3246473 Edm = 0.0379716 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297351.318984 Edm = 0.823995 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297350.824014 Edm = 1.37163 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297349.5550787 Edm = 0.993618 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297348.0723489 Edm = 0.576691 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297347.2733933 Edm = 1.27425 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297346.1380673 Edm = 1.08694 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297345.1471574 Edm = 1.17416 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297344.2388516 Edm = 1.27785 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297343.5104744 Edm = 0.309704 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297343.1364455 Edm = 0.176824 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297343.0693473 Edm = 0.0289036 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297343.047082 Edm = 0.00214043 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297343.0452109 Edm = 0.000227561 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297343.0444825 Edm = 0.00057011 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297343.0333656 Edm = 0.0114738 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297343.0242863 Edm = 0.00871003 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297342.0442707 Edm = 0.255356 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297341.6993861 Edm = 0.0272866 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297341.6711176 Edm = 0.00109352 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297341.6700059 Edm = 0.000124968 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297341.6698477 Edm = 3.76924e-05 NCalls = 315 -VariableMetric: After Hessian - FCN = 297341.6698477 Edm = 32809.1 NCalls = 792 -VariableMetric: Iteration # 97 - FCN = 297341.6698477 Edm = 32809.1 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297337.9414895 Edm = 38946.2 NCalls = 801 -VariableMetric: Iteration # 99 - FCN = 297334.8728252 Edm = 0.0994658 NCalls = 804 -VariableMetric: Iteration # 100 - FCN = 297334.1846878 Edm = 0.3389 NCalls = 808 -VariableMetric: Iteration # 101 - FCN = 297333.8334057 Edm = 0.0447034 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297333.7074143 Edm = 0.0536684 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297333.607767 Edm = 0.0141885 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297333.5665668 Edm = 0.0107094 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297333.5399886 Edm = 0.00676147 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297333.515319 Edm = 0.00464817 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297333.4537807 Edm = 0.0292436 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297333.2728362 Edm = 0.135357 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297333.1455137 Edm = 0.383292 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297332.8689575 Edm = 0.304787 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297332.4062836 Edm = 0.270518 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297330.5342464 Edm = 3.34427 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297328.7154111 Edm = 3.08511 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297326.2063868 Edm = 6.17618 NCalls = 851 -VariableMetric: Iteration # 115 - FCN = 297320.8381929 Edm = 2.4858 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297318.7595236 Edm = 0.32426 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297317.9564554 Edm = 1.1059 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297317.7640331 Edm = 0.206995 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297317.3076139 Edm = 0.110419 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297317.0549141 Edm = 0.0723669 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297316.7204414 Edm = 0.0422735 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297316.6480987 Edm = 0.0252208 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297316.4412745 Edm = 0.0333256 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297316.3913681 Edm = 0.00481855 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297316.3756673 Edm = 0.00243579 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297316.3719435 Edm = 0.000896497 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297316.3694586 Edm = 0.000942898 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297316.3668206 Edm = 0.00109612 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297316.3609238 Edm = 0.000859511 NCalls = 885 -VariableMetric: Iteration # 130 - FCN = 297316.3597958 Edm = 7.18597e-05 NCalls = 887 -VariableMetric: Iteration # 131 - FCN = 297316.3594324 Edm = 0.000236907 NCalls = 889 -VariableMetric: Iteration # 132 - FCN = 297316.3579785 Edm = 8.83744e-05 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297316.3574744 Edm = 0.00026123 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297316.3566739 Edm = 4.81799e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297316.3566739 Edm = 0.00448595 NCalls = 1378 -VariableMetric: Iteration # 135 - FCN = 297316.3566739 Edm = 0.00448595 NCalls = 1378 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1415 (1415 total) | -| EDM = 0.00201 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297281.7583729201 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.532 | 0.024 | | | -2 | 2 | | -| 1 | Ctt | -0.81 | 0.20 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -3.78 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.80 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -0.78 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.932 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.591 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 8.6 | 1.4 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.98 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.85 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.005 | 0.029 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.62 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.29 | 0.10 | | | -2 | 2 | | -| 22| p3770_p | -2.67 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 0.92 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.005 0.203 0.050 0.076 -0.012 0.024 0.039 -0.013 0.007 -0.027 0.022 -0.884 -0.001 -0.003 -0.000 0.044 0.001 0.042 0.015 -0.001 -0.033 0.040 0.028 | -| Ctt | 0.005 1.000 -0.005 -0.214 -0.007 0.014 -0.322 -0.099 -0.045 0.069 0.192 -0.021 -0.202 0.003 0.008 0.017 -0.295 -0.028 0.343 -0.020 0.011 0.762 -0.242 0.239 | -| rho_s | 0.203 -0.005 1.000 0.030 0.523 0.012 0.008 0.042 0.020 0.013 0.008 0.186 -0.150 -0.002 -0.010 -0.001 0.014 0.000 0.014 -0.003 -0.000 -0.016 0.018 0.015 | -| Dbar_p | 0.050 -0.214 0.030 1.000 0.012 0.002 0.138 -0.017 -0.010 0.141 0.396 0.001 0.140 0.001 -0.000 0.010 0.113 0.009 -0.064 -0.026 -0.003 -0.088 0.418 -0.015 | -| omega_p | 0.076 -0.007 0.523 0.012 1.000 -0.015 -0.000 0.017 0.050 -0.000 -0.012 0.807 -0.056 -0.000 -0.021 -0.000 0.002 0.000 0.001 -0.005 0.000 -0.019 0.006 0.003 | -| rho_p | -0.012 0.014 0.012 0.002 -0.015 1.000 0.001 -0.003 0.014 -0.000 -0.011 0.004 0.010 0.000 -0.009 0.000 0.001 -0.000 0.008 0.007 -0.000 0.034 -0.003 0.004 | -| p4160_p | 0.024 -0.322 0.008 0.138 -0.000 0.001 1.000 0.254 -0.010 -0.095 0.086 -0.006 0.040 0.021 0.002 0.018 0.092 0.024 -0.167 0.198 0.001 -0.068 0.256 0.044 | -| DDstar_p | 0.039 -0.099 0.042 -0.017 0.017 -0.003 0.254 1.000 0.006 0.115 0.318 0.008 0.245 0.012 -0.001 0.000 0.190 0.015 -0.061 0.035 -0.007 -0.201 0.265 -0.054 | -| phi_s | -0.013 -0.045 0.020 -0.010 0.050 0.014 -0.010 0.006 1.000 -0.006 0.010 0.047 0.015 -0.000 -0.588 -0.000 -0.011 -0.000 -0.030 -0.025 0.001 -0.104 0.003 -0.014 | -| psi2s_p | 0.007 0.069 0.013 0.141 -0.000 -0.000 -0.095 0.115 -0.006 1.000 0.052 -0.006 0.094 0.019 0.003 0.024 -0.395 -0.008 -0.061 -0.094 0.010 -0.067 0.086 -0.014 | -| jpsi_p | -0.027 0.192 0.008 0.396 -0.012 -0.011 0.086 0.318 0.010 0.052 1.000 -0.009 0.085 0.025 0.014 0.023 0.044 0.003 -0.016 0.033 0.000 0.114 0.196 -0.018 | -| omega_s | 0.022 -0.021 0.186 0.001 0.807 0.004 -0.006 0.008 0.047 -0.006 -0.009 1.000 -0.016 0.000 0.005 0.000 -0.005 -0.000 -0.013 -0.013 0.000 -0.052 0.003 -0.005 | -| bplus_1 | -0.884 -0.202 -0.150 0.140 -0.056 0.010 0.040 0.245 0.015 0.094 0.085 -0.016 1.000 -0.013 -0.000 -0.009 0.084 0.003 -0.002 -0.088 -0.003 -0.265 0.099 0.055 | -| DDstar_s | -0.001 0.003 -0.002 0.001 -0.000 0.000 0.021 0.012 -0.000 0.019 0.025 0.000 -0.013 1.000 -0.000 -0.001 0.009 0.001 0.006 0.015 -0.001 0.011 0.005 0.003 | -| phi_p | -0.003 0.008 -0.010 -0.000 -0.021 -0.009 0.002 -0.001 -0.588 0.003 0.014 0.005 -0.000 -0.000 1.000 -0.000 0.001 0.000 0.003 0.003 -0.000 0.011 0.001 0.001 | -| Dbar_s | -0.000 0.017 -0.001 0.010 -0.000 0.000 0.018 0.000 -0.000 0.024 0.023 0.000 -0.009 -0.001 -0.000 1.000 0.017 0.001 0.003 0.011 -0.001 0.007 0.010 0.001 | -| p3770_s | 0.044 -0.295 0.014 0.113 0.002 0.001 0.092 0.190 -0.011 -0.395 0.044 -0.005 0.084 0.009 0.001 0.017 1.000 0.000 -0.004 0.007 -0.001 -0.161 -0.123 -0.019 | -| p4040_s | 0.001 -0.028 0.000 0.009 0.000 -0.000 0.024 0.015 -0.000 -0.008 0.003 -0.000 0.003 0.001 0.000 0.001 0.000 1.000 0.017 0.011 -0.349 -0.009 0.019 -0.001 | -| p4160_s | 0.042 0.343 0.014 -0.064 0.001 0.008 -0.167 -0.061 -0.030 -0.061 -0.016 -0.013 -0.002 0.006 0.003 0.003 -0.004 0.017 1.000 -0.279 -0.013 0.178 -0.103 0.258 | -| p4415_p | 0.015 -0.020 -0.003 -0.026 -0.005 0.007 0.198 0.035 -0.025 -0.094 0.033 -0.013 -0.088 0.015 0.003 0.011 0.007 0.011 -0.279 1.000 -0.000 0.204 0.074 -0.074 | -| p4040_p | -0.001 0.011 -0.000 -0.003 0.000 -0.000 0.001 -0.007 0.001 0.010 0.000 0.000 -0.003 -0.001 -0.000 -0.001 -0.001 -0.349 -0.013 -0.000 1.000 0.004 -0.009 -0.003 | -| bplus_2 | -0.033 0.762 -0.016 -0.088 -0.019 0.034 -0.068 -0.201 -0.104 -0.067 0.114 -0.052 -0.265 0.011 0.011 0.007 -0.161 -0.009 0.178 0.204 0.004 1.000 -0.138 0.036 | -| p3770_p | 0.040 -0.242 0.018 0.418 0.006 -0.003 0.256 0.265 0.003 0.086 0.196 0.003 0.099 0.005 0.001 0.010 -0.123 0.019 -0.103 0.074 -0.009 -0.138 1.000 -0.075 | -| p4415_s | 0.028 0.239 0.015 -0.015 0.003 0.004 0.044 -0.054 -0.014 -0.014 -0.018 -0.005 0.055 0.003 0.001 0.001 -0.019 -0.001 0.258 -0.074 -0.003 0.036 -0.075 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.023635714266220686}), (, {'error': 0.20231079944567482}), (, {'error': 0.3517451954313638}), (, {'error': 0.2707475216669357}), (, {'error': 0.37639328415717355}), (, {'error': 0.08882140460667687}), (, {'error': 0.09664484196447631}), (, {'error': 0.2702665875752013}), (, {'error': 0.9721045492275415}), (, {'error': 0.030625464468062802}), (, {'error': 0.029003088449715442}), (, {'error': 1.3743775492777774}), (, {'error': 0.04538217484802698}), (, {'error': 0.01225399906936192}), (, {'error': 0.7565710422825251}), (, {'error': 0.012123985693638845}), (, {'error': 0.24294472500822284}), (, {'error': 0.028867706220007183}), (, {'error': 0.15533948579744672}), (, {'error': 0.21965043336871037}), (, {'error': 7.874608924857948}), (, {'error': 0.0968963810150748}), (, {'error': 0.11283461278651985}), (, {'error': 0.1876321336035871})]) -Toy 1/25 -Time taken: 5 min, 21 s -Projected time left: 2 h, 8 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2608 (2608 total) | -| EDM = 0.0041 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297206.3763667923 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.391 | 0.005 | | | -2 | 2 | | -| 1 | Ctt | -0.03 | 0.22 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.71 | 0.28 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 0.16 | 0.36 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.07 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 3.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.67 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 9.0 | 0.7 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.726 | 0.010 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 14| phi_p | 0.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.06 | 0.23 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.7 | 0.4 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.86 | 0.12 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.25 | 0.12 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.13 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.24 | 0.06 | | | -2 | 2 | | -| 22| p3770_p | -2.90 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.16 | 0.15 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.645 0.152 0.699 0.029 -0.132 -0.616 0.606 -0.032 -0.585 -0.620 -0.039 0.386 -0.117 -0.013 0.702 -0.624 -0.114 0.062 -0.438 -0.615 0.555 -0.421 0.301 | -| Ctt | -0.645 1.000 -0.104 -0.919 -0.016 0.147 0.771 -0.863 0.031 0.814 0.808 0.038 -0.653 -0.123 0.023 -0.913 0.833 0.240 0.021 0.548 0.776 -0.714 0.584 -0.275 | -| rho_s | 0.152 -0.104 1.000 0.115 0.238 0.106 -0.100 0.101 -0.032 -0.096 -0.102 -0.111 0.109 -0.010 -0.042 0.115 -0.103 -0.014 0.014 -0.065 -0.100 0.140 -0.075 0.047 | -| Dbar_p | 0.699 -0.919 0.115 1.000 0.018 -0.168 -0.875 0.935 -0.031 -0.851 -0.911 -0.041 0.707 0.090 -0.025 0.974 -0.916 -0.197 0.037 -0.607 -0.877 0.854 -0.654 0.360 | -| omega_p | 0.029 -0.016 0.238 0.018 1.000 -0.192 -0.016 0.016 0.025 -0.015 -0.018 0.407 0.017 -0.007 0.033 0.019 -0.016 -0.002 0.003 -0.011 -0.016 0.021 -0.011 0.008 | -| rho_p | -0.132 0.147 0.106 -0.168 -0.192 1.000 0.148 -0.148 0.009 0.144 0.158 0.103 -0.098 0.023 -0.052 -0.166 0.157 0.048 0.007 0.114 0.149 -0.080 0.097 -0.061 | -| p4160_p | -0.616 0.771 -0.100 -0.875 -0.016 0.148 1.000 -0.797 0.026 0.737 0.809 0.035 -0.626 -0.194 0.022 -0.859 0.802 0.036 -0.072 0.593 0.790 -0.729 0.611 -0.291 | -| DDstar_p | 0.606 -0.863 0.101 0.935 0.016 -0.148 -0.797 1.000 -0.029 -0.766 -0.812 -0.037 0.611 0.104 -0.022 0.928 -0.843 -0.133 0.070 -0.535 -0.809 0.790 -0.607 0.360 | -| phi_s | -0.032 0.031 -0.032 -0.031 0.025 0.009 0.026 -0.029 1.000 0.024 0.017 0.005 -0.030 -0.013 0.641 -0.030 0.025 -0.001 -0.009 0.014 0.025 -0.051 0.021 -0.013 | -| psi2s_p | -0.585 0.814 -0.096 -0.851 -0.015 0.144 0.737 -0.766 0.024 1.000 0.794 0.034 -0.593 -0.105 0.020 -0.832 0.729 0.150 -0.053 0.506 0.723 -0.733 0.560 -0.309 | -| jpsi_p | -0.620 0.808 -0.102 -0.911 -0.018 0.158 0.809 -0.812 0.017 0.794 1.000 0.032 -0.631 -0.116 0.019 -0.886 0.845 0.189 -0.038 0.562 0.801 -0.781 0.597 -0.339 | -| omega_s | -0.039 0.038 -0.111 -0.041 0.407 0.103 0.035 -0.037 0.005 0.034 0.032 1.000 -0.033 -0.004 -0.026 -0.040 0.036 0.005 -0.005 0.023 0.035 -0.046 0.026 -0.016 | -| bplus_1 | 0.386 -0.653 0.109 0.707 0.017 -0.098 -0.626 0.611 -0.030 -0.593 -0.631 -0.033 1.000 -0.139 -0.016 0.711 -0.634 -0.120 0.057 -0.449 -0.624 0.557 -0.428 0.306 | -| DDstar_s | -0.117 -0.123 -0.010 0.090 -0.007 0.023 -0.194 0.104 -0.013 -0.105 -0.116 -0.004 -0.139 1.000 -0.007 0.151 -0.134 0.072 0.099 -0.098 -0.151 0.087 -0.186 0.174 | -| phi_p | -0.013 0.023 -0.042 -0.025 0.033 -0.052 0.022 -0.022 0.641 0.020 0.019 -0.026 -0.016 -0.007 1.000 -0.023 0.023 0.007 0.002 0.016 0.022 -0.013 0.016 -0.008 | -| Dbar_s | 0.702 -0.913 0.115 0.974 0.019 -0.166 -0.859 0.928 -0.030 -0.832 -0.886 -0.040 0.711 0.151 -0.023 1.000 -0.899 -0.202 0.029 -0.602 -0.864 0.849 -0.612 0.355 | -| p3770_s | -0.624 0.833 -0.103 -0.916 -0.016 0.157 0.802 -0.843 0.025 0.729 0.845 0.036 -0.634 -0.134 0.023 -0.899 1.000 0.211 -0.024 0.561 0.792 -0.776 0.542 -0.328 | -| p4040_s | -0.114 0.240 -0.014 -0.197 -0.002 0.048 0.036 -0.133 -0.001 0.150 0.189 0.005 -0.120 0.072 0.007 -0.202 0.211 1.000 -0.012 0.049 0.132 -0.166 0.114 -0.006 | -| p4160_s | 0.062 0.021 0.014 0.037 0.003 0.007 -0.072 0.070 -0.009 -0.053 -0.038 -0.005 0.057 0.099 0.002 0.029 -0.024 -0.012 1.000 -0.122 0.085 0.051 -0.036 0.159 | -| p4415_p | -0.438 0.548 -0.065 -0.607 -0.011 0.114 0.593 -0.535 0.014 0.506 0.562 0.023 -0.449 -0.098 0.016 -0.602 0.561 0.049 -0.122 1.000 0.567 -0.474 0.422 -0.265 | -| p4040_p | -0.615 0.776 -0.100 -0.877 -0.016 0.149 0.790 -0.809 0.025 0.723 0.801 0.035 -0.624 -0.151 0.022 -0.864 0.792 0.132 0.085 0.567 1.000 -0.736 0.605 -0.302 | -| bplus_2 | 0.555 -0.714 0.140 0.854 0.021 -0.080 -0.729 0.790 -0.051 -0.733 -0.781 -0.046 0.557 0.087 -0.013 0.849 -0.776 -0.166 0.051 -0.474 -0.736 1.000 -0.538 0.277 | -| p3770_p | -0.421 0.584 -0.075 -0.654 -0.011 0.097 0.611 -0.607 0.021 0.560 0.597 0.026 -0.428 -0.186 0.016 -0.612 0.542 0.114 -0.036 0.422 0.605 -0.538 1.000 -0.264 | -| p4415_s | 0.301 -0.275 0.047 0.360 0.008 -0.061 -0.291 0.360 -0.013 -0.309 -0.339 -0.016 0.306 0.174 -0.008 0.355 -0.328 -0.006 0.159 -0.265 -0.302 0.277 -0.264 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.005364394002078665}), (, {'error': 0.2208765236813477}), (, {'error': 0.28095843011774246}), (, {'error': 12.177759822742505}), (, {'error': 0.18109154324324406}), (, {'error': 0.36216031610516897}), (, {'error': 0.1412407057617706}), (, {'error': 0.5065632231551431}), (, {'error': 0.8613367481916345}), (, {'error': 0.044761440213016535}), (, {'error': 0.04572306961797956}), (, {'error': 0.7481348127425926}), (, {'error': 0.009959898563103087}), (, {'error': 0.3743613772944827}), (, {'error': 0.22087848839775992}), (, {'error': 0.2290500475264718}), (, {'error': 0.4173441612106328}), (, {'error': 0.12159804837282245}), (, {'error': 0.1177081443898711}), (, {'error': 0.1731857957353269}), (, {'error': 0.3186990291075382}), (, {'error': 0.060987403889768976}), (, {'error': 0.1123118807000596}), (, {'error': 0.15086180393739534})]) -Toy 2/25 -Time taken: 13 min, 6 s -Projected time left: 2 h, 30 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1719 (1719 total) | -| EDM = 0.000677 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297490.1076411032 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 1 | Ctt | -0.16 | 0.17 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 2.4 | 1.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.15 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -3.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.599 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 7.1 | 1.6 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.84 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 14| phi_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.11 | 0.14 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.07 | 0.25 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.81 | 0.16 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.35 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.16 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.82 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.06 | 0.08 | | | -2 | 2 | | -| 22| p3770_p | 3.73 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.31 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.438 -0.361 -0.401 0.102 0.363 0.080 -0.094 0.098 -0.085 -0.330 0.224 -0.963 -0.122 0.001 0.001 -0.102 -0.097 -0.042 0.165 0.034 -0.642 -0.037 -0.235 | -| Ctt | 0.438 1.000 -0.140 -0.190 0.051 0.203 -0.176 0.147 0.013 0.199 -0.287 0.100 -0.370 -0.025 0.002 0.280 -0.052 0.177 0.147 0.000 -0.119 -0.613 -0.078 0.072 | -| rho_s | -0.361 -0.140 1.000 0.158 -0.066 0.006 -0.042 0.037 -0.038 0.029 0.114 -0.289 0.328 0.051 0.012 -0.025 0.031 0.049 0.033 -0.058 -0.021 0.166 0.011 0.097 | -| Dbar_p | -0.401 -0.190 0.158 1.000 -0.038 -0.143 0.223 0.433 -0.048 0.271 0.473 -0.091 0.291 0.027 0.000 0.457 0.353 -0.151 -0.118 -0.041 0.176 0.346 0.412 0.008 | -| omega_p | 0.102 0.051 -0.066 -0.038 1.000 0.091 0.014 -0.011 0.066 -0.007 -0.036 0.805 -0.099 -0.015 0.014 0.009 -0.004 -0.007 0.000 0.024 0.009 -0.088 -0.005 -0.026 | -| rho_p | 0.363 0.203 0.006 -0.143 0.091 1.000 0.033 -0.028 0.098 -0.031 -0.113 0.303 -0.360 -0.049 0.028 -0.001 -0.019 -0.010 0.021 0.089 0.025 -0.388 -0.023 -0.082 | -| p4160_p | 0.080 -0.176 -0.042 0.223 0.014 0.033 1.000 -0.226 0.010 0.153 0.372 0.026 -0.032 0.004 0.000 0.274 0.242 -0.381 -0.071 0.412 0.345 -0.017 0.256 -0.054 | -| DDstar_p | -0.094 0.147 0.037 0.433 -0.011 -0.028 -0.226 1.000 -0.012 -0.034 -0.149 -0.022 0.067 0.065 0.000 0.541 0.057 -0.151 -0.117 -0.267 -0.064 0.089 0.101 -0.003 | -| phi_s | 0.098 0.013 -0.038 -0.048 0.066 0.098 0.010 -0.012 1.000 -0.011 -0.048 0.095 -0.086 -0.014 0.221 0.016 -0.020 -0.028 -0.031 0.002 -0.000 0.026 -0.004 -0.033 | -| psi2s_p | -0.085 0.199 0.029 0.271 -0.007 -0.031 0.153 -0.034 -0.011 1.000 0.325 -0.018 0.073 0.003 -0.000 0.321 -0.063 -0.037 -0.059 0.054 0.038 0.099 0.196 -0.003 | -| jpsi_p | -0.330 -0.287 0.114 0.473 -0.036 -0.113 0.372 -0.149 -0.048 0.325 1.000 -0.077 0.288 0.014 -0.002 0.354 0.376 -0.015 -0.038 0.157 0.247 0.358 0.192 -0.015 | -| omega_s | 0.224 0.100 -0.289 -0.091 0.805 0.303 0.026 -0.022 0.095 -0.018 -0.077 1.000 -0.213 -0.032 0.010 0.016 -0.015 -0.022 -0.009 0.045 0.015 -0.157 -0.011 -0.058 | -| bplus_1 | -0.963 -0.370 0.328 0.291 -0.099 -0.360 -0.032 0.067 -0.086 0.073 0.288 -0.213 1.000 0.080 -0.002 0.054 0.091 0.061 0.010 -0.109 -0.001 0.539 0.014 0.154 | -| DDstar_s | -0.122 -0.025 0.051 0.027 -0.015 -0.049 0.004 0.065 -0.014 0.003 0.014 -0.032 0.080 1.000 -0.000 0.057 0.033 -0.028 -0.018 -0.035 0.010 0.093 0.031 0.003 | -| phi_p | 0.001 0.002 0.012 0.000 0.014 0.028 0.000 0.000 0.221 -0.000 -0.002 0.010 -0.002 -0.000 1.000 0.001 0.001 0.001 0.001 0.001 0.000 -0.006 -0.001 -0.000 | -| Dbar_s | 0.001 0.280 -0.025 0.457 0.009 -0.001 0.274 0.541 0.016 0.321 0.354 0.016 0.054 0.057 0.001 1.000 0.442 -0.085 -0.055 0.100 0.303 0.141 0.189 -0.072 | -| p3770_s | -0.102 -0.052 0.031 0.353 -0.004 -0.019 0.242 0.057 -0.020 -0.063 0.376 -0.015 0.091 0.033 0.001 0.442 1.000 0.068 0.011 0.123 0.168 0.139 0.030 -0.008 | -| p4040_s | -0.097 0.177 0.049 -0.151 -0.007 -0.010 -0.381 -0.151 -0.028 -0.037 -0.015 -0.022 0.061 -0.028 0.001 -0.085 0.068 1.000 0.036 -0.165 -0.151 0.024 -0.116 0.149 | -| p4160_s | -0.042 0.147 0.033 -0.118 0.000 0.021 -0.071 -0.117 -0.031 -0.059 -0.038 -0.009 0.010 -0.018 0.001 -0.055 0.011 0.036 1.000 -0.139 0.290 -0.054 -0.037 0.273 | -| p4415_p | 0.165 0.000 -0.058 -0.041 0.024 0.089 0.412 -0.267 0.002 0.054 0.157 0.045 -0.109 -0.035 0.001 0.100 0.123 -0.165 -0.139 1.000 0.244 -0.189 0.109 -0.161 | -| p4040_p | 0.034 -0.119 -0.021 0.176 0.009 0.025 0.345 -0.064 -0.000 0.038 0.247 0.015 -0.001 0.010 0.000 0.303 0.168 -0.151 0.290 0.244 1.000 0.005 0.239 -0.003 | -| bplus_2 | -0.642 -0.613 0.166 0.346 -0.088 -0.388 -0.017 0.089 0.026 0.099 0.358 -0.157 0.539 0.093 -0.006 0.141 0.139 0.024 -0.054 -0.189 0.005 1.000 0.041 0.181 | -| p3770_p | -0.037 -0.078 0.011 0.412 -0.005 -0.023 0.256 0.101 -0.004 0.196 0.192 -0.011 0.014 0.031 -0.001 0.189 0.030 -0.116 -0.037 0.109 0.239 0.041 1.000 -0.061 | -| p4415_s | -0.235 0.072 0.097 0.008 -0.026 -0.082 -0.054 -0.003 -0.033 -0.003 -0.015 -0.058 0.154 0.003 -0.000 -0.072 -0.008 0.149 0.273 -0.161 -0.003 0.181 -0.061 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.032395525018249716}), (, {'error': 0.16911984837242489}), (, {'error': 0.3444807056426862}), (, {'error': 1.2951057533128174}), (, {'error': 0.3778987940417706}), (, {'error': 1.0441040126415984}), (, {'error': 0.1065446103939931}), (, {'error': 0.5013922469454495}), (, {'error': 0.8400516257872628}), (, {'error': 0.03287682320719032}), (, {'error': 0.0314781585649726}), (, {'error': 1.5912703748653811}), (, {'error': 0.05200143175381755}), (, {'error': 0.046637067086073625}), (, {'error': 0.125002052479386}), (, {'error': 0.1439664417767404}), (, {'error': 0.2519338904856616}), (, {'error': 0.1624761858405796}), (, {'error': 0.1574318458523427}), (, {'error': 0.16980986273990095}), (, {'error': 0.2311044753076077}), (, {'error': 0.08363465660647373}), (, {'error': 0.147201592812654}), (, {'error': 0.18092634935907448})]) -Toy 3/25 -Time taken: 19 min, 6 s -Projected time left: 2 h, 20 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=821 (821 total) | -| EDM = 2.34E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297166.91497689503 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 1 | Ctt | -0.99 | 0.22 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 5.70 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.14 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.4 | 2.3 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.873 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.607 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.6 | 1.7 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| phi_p | 0.29 | 0.54 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.56 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.98 | 0.18 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.01 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 3.83 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 4.06 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.46 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | 3.60 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 0.99 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.038 -0.389 -0.058 0.084 -0.027 -0.008 -0.086 0.057 -0.028 0.077 0.195 -0.919 0.001 -0.003 0.002 -0.024 -0.039 -0.034 -0.030 -0.022 -0.296 0.019 -0.021 | -| Ctt | 0.038 1.000 -0.045 -0.345 0.006 0.099 -0.330 -0.043 -0.024 0.198 0.211 0.011 0.088 -0.009 -0.008 0.002 -0.124 0.376 0.310 0.081 -0.286 -0.668 -0.284 0.166 | -| rho_s | -0.389 -0.045 1.000 0.042 -0.009 0.120 -0.002 0.094 0.011 0.013 0.015 -0.336 0.328 0.002 0.054 -0.001 0.007 -0.002 -0.002 -0.015 0.003 0.190 0.017 0.025 | -| Dbar_p | -0.058 -0.345 0.042 1.000 -0.008 0.036 -0.002 -0.183 -0.014 -0.014 0.273 -0.022 -0.083 -0.002 -0.002 0.033 -0.044 -0.108 -0.071 -0.094 -0.056 0.081 0.381 0.069 | -| omega_p | 0.084 0.006 -0.009 -0.008 1.000 -0.036 -0.002 -0.022 0.063 -0.006 -0.024 0.792 -0.073 0.000 0.044 0.001 -0.003 0.000 -0.000 0.002 -0.002 -0.042 -0.007 -0.005 | -| rho_p | -0.027 0.099 0.120 0.036 -0.036 1.000 -0.001 0.006 -0.030 0.006 -0.068 0.016 0.007 0.000 -0.037 0.001 0.025 0.057 0.066 0.055 0.001 -0.232 -0.007 0.001 | -| p4160_p | -0.008 -0.330 -0.002 -0.002 -0.002 -0.001 1.000 0.088 -0.009 -0.160 -0.050 -0.001 0.027 0.055 -0.009 0.035 -0.034 -0.538 -0.195 0.244 0.264 0.022 0.180 -0.108 | -| DDstar_p | -0.086 -0.043 0.094 -0.183 -0.022 0.006 0.088 1.000 -0.009 -0.067 0.075 -0.046 -0.192 0.055 -0.001 0.004 0.113 -0.162 -0.098 -0.130 0.066 0.270 0.217 0.007 | -| phi_s | 0.057 -0.024 0.011 -0.014 0.063 -0.030 -0.009 -0.009 1.000 -0.015 -0.030 0.003 -0.047 0.001 0.933 0.001 -0.019 -0.020 -0.023 -0.023 -0.010 0.054 -0.006 -0.001 | -| psi2s_p | -0.028 0.198 0.013 -0.014 -0.006 0.006 -0.160 -0.067 -0.015 1.000 -0.017 -0.010 0.028 0.034 -0.012 0.039 -0.419 -0.001 -0.035 -0.078 -0.222 -0.020 -0.036 0.051 | -| jpsi_p | 0.077 0.211 0.015 0.273 -0.024 -0.068 -0.050 0.075 -0.030 -0.017 1.000 -0.026 -0.085 0.075 -0.040 0.063 -0.042 -0.021 -0.015 -0.031 -0.095 -0.157 0.093 0.009 | -| omega_s | 0.195 0.011 -0.336 -0.022 0.792 0.016 -0.001 -0.046 0.003 -0.010 -0.026 1.000 -0.169 -0.001 -0.036 0.001 -0.006 -0.003 -0.003 0.003 -0.003 -0.083 -0.011 -0.012 | -| bplus_1 | -0.919 0.088 0.328 -0.083 -0.073 0.007 0.027 -0.192 -0.047 0.028 -0.085 -0.169 1.000 -0.011 0.006 -0.004 -0.034 0.051 0.023 0.101 0.029 0.068 -0.138 -0.085 | -| DDstar_s | 0.001 -0.009 0.002 -0.002 0.000 0.000 0.055 0.055 0.001 0.034 0.075 -0.001 -0.011 1.000 0.001 -0.003 0.036 -0.002 0.001 0.024 0.038 0.008 0.044 -0.004 | -| phi_p | -0.003 -0.008 0.054 -0.002 0.044 -0.037 -0.009 -0.001 0.933 -0.012 -0.040 -0.036 0.006 0.001 1.000 0.001 -0.012 -0.008 -0.009 -0.012 -0.009 0.033 -0.006 0.001 | -| Dbar_s | 0.002 0.002 -0.001 0.033 0.001 0.001 0.035 0.004 0.001 0.039 0.063 0.001 -0.004 -0.003 0.001 1.000 0.034 -0.004 -0.001 0.014 0.029 0.000 0.053 -0.002 | -| p3770_s | -0.024 -0.124 0.007 -0.044 -0.003 0.025 -0.034 0.113 -0.019 -0.419 -0.042 -0.006 -0.034 0.036 -0.012 0.034 1.000 0.087 0.015 -0.026 -0.070 0.074 -0.241 0.026 | -| p4040_s | -0.039 0.376 -0.002 -0.108 0.000 0.057 -0.538 -0.162 -0.020 -0.001 -0.021 -0.003 0.051 -0.002 -0.008 -0.004 0.087 1.000 0.184 -0.119 -0.237 -0.145 -0.182 0.223 | -| p4160_s | -0.034 0.310 -0.002 -0.071 -0.000 0.066 -0.195 -0.098 -0.023 -0.035 -0.015 -0.003 0.023 0.001 -0.009 -0.001 0.015 0.184 1.000 -0.100 0.241 -0.149 -0.105 0.335 | -| p4415_p | -0.030 0.081 -0.015 -0.094 0.002 0.055 0.244 -0.130 -0.023 -0.078 -0.031 0.003 0.101 0.024 -0.012 0.014 -0.026 -0.119 -0.100 1.000 0.134 -0.207 -0.017 -0.146 | -| p4040_p | -0.022 -0.286 0.003 -0.056 -0.002 0.001 0.264 0.066 -0.010 -0.222 -0.095 -0.003 0.029 0.038 -0.009 0.029 -0.070 -0.237 0.241 0.134 1.000 0.053 0.153 -0.048 | -| bplus_2 | -0.296 -0.668 0.190 0.081 -0.042 -0.232 0.022 0.270 0.054 -0.020 -0.157 -0.083 0.068 0.008 0.033 0.000 0.074 -0.145 -0.149 -0.207 0.053 1.000 0.115 0.128 | -| p3770_p | 0.019 -0.284 0.017 0.381 -0.007 -0.007 0.180 0.217 -0.006 -0.036 0.093 -0.011 -0.138 0.044 -0.006 0.053 -0.241 -0.182 -0.105 -0.017 0.153 0.115 1.000 -0.057 | -| p4415_s | -0.021 0.166 0.025 0.069 -0.005 0.001 -0.108 0.007 -0.001 0.051 0.009 -0.012 -0.085 -0.004 0.001 -0.002 0.026 0.223 0.335 -0.146 -0.048 0.128 -0.057 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03399395914331893}), (, {'error': 0.2153068552491898}), (, {'error': 0.32717878588911575}), (, {'error': 0.35335019607612095}), (, {'error': 0.38373672674931925}), (, {'error': 0.28023440078837325}), (, {'error': 0.10706690201406932}), (, {'error': 0.3528308251604555}), (, {'error': 2.316381023886658}), (, {'error': 0.030920646915124195}), (, {'error': 0.02512100801807282}), (, {'error': 1.7379766026676933}), (, {'error': 0.06187859519495009}), (, {'error': 0.03218104141715317}), (, {'error': 0.5430602324819}), (, {'error': 0.024917184741791026}), (, {'error': 0.22989063034785184}), (, {'error': 0.17612232194004518}), (, {'error': 0.1754975835938194}), (, {'error': 0.20974519218171306}), (, {'error': 0.18915326270006538}), (, {'error': 0.09156457801520701}), (, {'error': 0.09658236239384}), (, {'error': 0.20203147912109315})]) -Toy 4/25 -Time taken: 23 min, 9 s -Projected time left: 2 h, 1 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1264 (1264 total) | -| EDM = 0.000128 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297225.86119402223 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.480 | 0.021 | | | -2 | 2 | | -| 1 | Ctt | -0.57 | 0.22 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.99 | 0.31 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.99 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 5.17 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 15.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.889 | 0.032 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.630 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 14| phi_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.42 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.16 | 0.18 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.08 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.20 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -2.69 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.31 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | -2.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.005 0.261 0.036 0.002 0.065 0.016 0.022 -0.029 -0.005 -0.039 -0.101 -0.840 0.000 -0.011 0.001 0.048 0.016 0.038 0.019 0.030 -0.056 0.043 0.024 | -| Ctt | -0.005 1.000 -0.029 -0.283 -0.000 0.112 -0.408 -0.107 -0.030 0.137 0.172 0.008 -0.174 -0.001 -0.003 0.011 -0.202 0.375 0.257 -0.061 -0.242 0.707 -0.260 0.215 | -| rho_s | 0.261 -0.029 1.000 0.037 0.007 0.144 0.011 0.068 -0.034 0.014 0.055 -0.501 -0.178 -0.001 -0.009 -0.001 0.017 -0.000 -0.005 -0.013 0.007 -0.093 0.041 0.017 | -| Dbar_p | 0.036 -0.283 0.037 1.000 0.000 0.035 0.122 -0.071 -0.007 0.077 0.357 -0.013 0.184 0.001 -0.001 0.018 0.065 -0.057 -0.085 -0.024 0.027 -0.084 0.442 0.018 | -| omega_p | 0.002 -0.000 0.007 0.000 1.000 0.011 0.000 0.000 -0.006 0.000 0.001 -0.072 -0.002 -0.000 -0.005 -0.000 0.000 -0.000 -0.000 -0.000 0.000 -0.001 0.000 0.000 | -| rho_p | 0.065 0.112 0.144 0.035 0.011 1.000 -0.006 0.006 0.132 0.002 -0.075 0.130 -0.026 -0.000 0.124 0.000 0.029 0.047 0.079 0.055 0.027 0.262 -0.002 0.028 | -| p4160_p | 0.016 -0.408 0.011 0.122 0.000 -0.006 1.000 0.228 -0.003 -0.117 0.035 -0.005 0.026 0.039 -0.003 0.028 0.016 -0.531 -0.160 0.301 0.069 -0.084 0.265 -0.068 | -| DDstar_p | 0.022 -0.107 0.068 -0.071 0.000 0.006 0.228 1.000 0.003 0.019 0.220 -0.023 0.345 0.029 -0.003 0.002 0.167 -0.108 -0.076 0.017 0.117 -0.248 0.278 -0.029 | -| phi_s | -0.029 -0.030 -0.034 -0.007 -0.006 0.132 -0.003 0.003 1.000 -0.004 -0.009 0.041 0.028 -0.000 0.761 -0.000 -0.012 -0.011 -0.020 -0.017 -0.011 -0.059 -0.004 -0.006 | -| psi2s_p | -0.005 0.137 0.014 0.077 0.000 0.002 -0.117 0.019 -0.004 1.000 0.018 -0.006 0.065 0.028 -0.005 0.029 -0.403 0.048 -0.107 -0.113 -0.237 -0.032 0.054 0.012 | -| jpsi_p | -0.039 0.172 0.055 0.357 0.001 -0.075 0.035 0.220 -0.009 0.018 1.000 -0.031 0.104 0.052 -0.029 0.042 0.013 -0.000 -0.053 -0.004 -0.057 0.086 0.177 -0.012 | -| omega_s | -0.101 0.008 -0.501 -0.013 -0.072 0.130 -0.005 -0.023 0.041 -0.006 -0.031 1.000 0.075 0.000 0.004 0.000 -0.007 0.000 0.002 0.004 -0.003 0.036 -0.016 -0.006 | -| bplus_1 | -0.840 -0.174 -0.178 0.184 -0.002 -0.026 0.026 0.345 0.028 0.065 0.104 0.075 1.000 -0.009 0.013 -0.006 0.088 0.018 -0.006 -0.079 0.038 -0.249 0.142 0.108 | -| DDstar_s | 0.000 -0.001 -0.001 0.001 -0.000 -0.000 0.039 0.029 -0.000 0.028 0.052 0.000 -0.009 1.000 0.000 -0.002 0.023 0.002 0.011 0.035 0.036 0.009 0.021 0.000 | -| phi_p | -0.011 -0.003 -0.009 -0.001 -0.005 0.124 -0.003 -0.003 0.761 -0.005 -0.029 0.004 0.013 0.000 1.000 0.000 -0.003 0.000 -0.000 -0.002 -0.003 0.005 -0.006 -0.000 | -| Dbar_s | 0.001 0.011 -0.001 0.018 -0.000 0.000 0.028 0.002 -0.000 0.029 0.042 0.000 -0.006 -0.002 0.000 1.000 0.028 -0.003 0.006 0.020 0.030 0.006 0.028 -0.001 | -| p3770_s | 0.048 -0.202 0.017 0.065 0.000 0.029 0.016 0.167 -0.012 -0.403 0.013 -0.007 0.088 0.023 -0.003 0.028 1.000 0.096 -0.008 -0.013 -0.012 -0.115 -0.175 0.013 | -| p4040_s | 0.016 0.375 -0.000 -0.057 -0.000 0.047 -0.531 -0.108 -0.011 0.048 -0.000 0.000 0.018 0.002 0.000 -0.003 0.096 1.000 -0.079 -0.250 -0.242 0.107 -0.169 0.138 | -| p4160_s | 0.038 0.257 -0.005 -0.085 -0.000 0.079 -0.160 -0.076 -0.020 -0.107 -0.053 0.002 -0.006 0.011 -0.000 0.006 -0.008 -0.079 1.000 -0.182 0.292 0.161 -0.076 0.322 | -| p4415_p | 0.019 -0.061 -0.013 -0.024 -0.000 0.055 0.301 0.017 -0.017 -0.113 -0.004 0.004 -0.079 0.035 -0.002 0.020 -0.013 -0.250 -0.182 1.000 0.075 0.181 0.085 -0.153 | -| p4040_p | 0.030 -0.242 0.007 0.027 0.000 0.027 0.069 0.117 -0.011 -0.237 -0.057 -0.003 0.038 0.036 -0.003 0.030 -0.012 -0.242 0.292 0.075 1.000 -0.056 0.171 0.055 | -| bplus_2 | -0.056 0.707 -0.093 -0.084 -0.001 0.262 -0.084 -0.248 -0.059 -0.032 0.086 0.036 -0.249 0.009 0.005 0.006 -0.115 0.107 0.161 0.181 -0.056 1.000 -0.123 -0.047 | -| p3770_p | 0.043 -0.260 0.041 0.442 0.000 -0.002 0.265 0.278 -0.004 0.054 0.177 -0.016 0.142 0.021 -0.006 0.028 -0.175 -0.169 -0.076 0.085 0.171 -0.123 1.000 -0.062 | -| p4415_s | 0.024 0.215 0.017 0.018 0.000 0.028 -0.068 -0.029 -0.006 0.012 -0.012 -0.006 0.108 0.000 -0.000 -0.001 0.013 0.138 0.322 -0.153 0.055 -0.047 -0.062 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02094847424772084}), (, {'error': 0.21795954072267354}), (, {'error': 0.3069082318945567}), (, {'error': 0.3198827242244824}), (, {'error': 0.076220053981781}), (, {'error': 0.3742004358864963}), (, {'error': 0.10795949828736529}), (, {'error': 0.31430821923233676}), (, {'error': 1.2107374410996332}), (, {'error': 0.031586495569665196}), (, {'error': 0.02805856350839031}), (, {'error': 0.9349824206787476}), (, {'error': 0.04164319397670946}), (, {'error': 0.021950331733034567}), (, {'error': 0.7978290587336452}), (, {'error': 0.01789359412998187}), (, {'error': 0.23161627295574583}), (, {'error': 0.17624716668487211}), (, {'error': 0.16846661988364786}), (, {'error': 0.15438732287957624}), (, {'error': 0.15383986506896008}), (, {'error': 0.0903173007197674}), (, {'error': 0.10177462116016045}), (, {'error': 0.1902137323786801})]) -Toy 5/25 -Time taken: 28 min, 3 s -Projected time left: 1 h, 52 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1329 (1329 total) | -| EDM = 6.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297249.1423513639 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.500 | 0.022 | | | -2 | 2 | | -| 1 | Ctt | -0.59 | 0.20 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.58 | 0.30 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -0.27 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 5.97 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.19 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -1.19 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.958 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.699 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 14| phi_p | -0.22 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.94 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.42 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.05 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 4.14 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.35 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | 3.84 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.002 0.213 0.002 -0.032 -0.016 0.010 0.039 -0.023 -0.007 -0.061 -0.079 -0.857 0.001 -0.003 -0.004 0.042 0.023 0.041 0.012 0.009 -0.081 0.018 0.023 | -| Ctt | 0.002 1.000 0.004 0.003 0.004 0.103 -0.395 -0.141 -0.037 0.177 0.274 0.008 -0.126 0.002 -0.002 0.046 -0.228 0.331 0.284 -0.050 -0.324 0.691 -0.215 0.216 | -| rho_s | 0.213 0.004 1.000 0.001 -0.105 0.181 -0.002 0.059 0.037 0.006 0.009 -0.331 -0.147 -0.000 0.048 -0.004 0.013 0.010 0.015 -0.006 -0.002 -0.030 0.009 0.018 | -| Dbar_p | 0.002 0.003 0.001 1.000 0.000 0.002 0.017 0.001 -0.000 0.018 0.035 0.000 0.001 -0.001 0.000 0.006 0.016 0.000 0.001 0.008 0.009 0.003 0.024 0.001 | -| omega_p | -0.032 0.004 -0.105 0.000 1.000 -0.008 -0.000 -0.009 0.050 -0.002 -0.023 0.373 0.028 0.000 0.045 0.001 0.000 0.003 0.003 0.005 0.001 0.027 -0.005 -0.002 | -| rho_p | -0.016 0.103 0.181 0.002 -0.008 1.000 -0.001 -0.008 0.150 -0.003 -0.109 0.339 0.029 0.001 0.158 -0.002 0.019 0.053 0.064 0.055 0.008 0.252 -0.032 0.012 | -| p4160_p | 0.010 -0.395 -0.002 0.017 -0.000 -0.001 1.000 0.170 -0.003 -0.151 -0.024 -0.001 -0.022 0.027 -0.002 0.017 0.019 -0.547 -0.215 0.284 0.287 -0.039 0.236 -0.058 | -| DDstar_p | 0.039 -0.141 0.059 0.001 -0.009 -0.008 0.170 1.000 0.002 -0.007 0.198 -0.019 0.356 0.021 -0.003 0.012 0.138 -0.147 -0.074 -0.056 0.067 -0.258 0.261 -0.026 | -| phi_s | -0.023 -0.037 0.037 -0.000 0.050 0.150 -0.003 0.002 1.000 -0.004 -0.006 0.053 0.026 -0.000 0.707 0.001 -0.010 -0.016 -0.020 -0.018 -0.004 -0.065 0.003 -0.004 | -| psi2s_p | -0.007 0.177 0.006 0.018 -0.002 -0.003 -0.151 -0.007 -0.004 1.000 -0.029 -0.004 0.040 0.019 -0.005 0.021 -0.472 -0.042 -0.063 -0.107 -0.214 -0.016 0.013 0.017 | -| jpsi_p | -0.061 0.274 0.009 0.035 -0.023 -0.109 -0.024 0.198 -0.006 -0.029 1.000 -0.035 0.020 0.040 -0.044 0.005 -0.042 -0.029 -0.026 0.001 -0.062 0.113 -0.013 -0.035 | -| omega_s | -0.079 0.008 -0.331 0.000 0.373 0.339 -0.001 -0.019 0.053 -0.004 -0.035 1.000 0.065 0.000 0.020 0.001 -0.002 0.004 0.004 0.009 0.002 0.047 -0.010 -0.004 | -| bplus_1 | -0.857 -0.126 -0.147 0.001 0.028 0.029 -0.022 0.356 0.026 0.040 0.020 0.065 1.000 -0.003 0.011 -0.025 0.065 0.026 0.030 -0.099 -0.014 -0.221 0.045 0.114 | -| DDstar_s | 0.001 0.002 -0.000 -0.001 0.000 0.001 0.027 0.021 -0.000 0.019 0.040 0.000 -0.003 1.000 0.000 -0.001 0.015 0.005 0.005 0.017 0.013 0.006 0.013 0.001 | -| phi_p | -0.003 -0.002 0.048 0.000 0.045 0.158 -0.002 -0.003 0.707 -0.005 -0.044 0.020 0.011 0.000 1.000 0.000 0.001 0.004 0.004 0.003 0.001 0.021 -0.007 0.000 | -| Dbar_s | -0.004 0.046 -0.004 0.006 0.001 -0.002 0.017 0.012 0.001 0.021 0.005 0.001 -0.025 -0.001 0.000 1.000 0.021 0.014 0.009 0.021 0.019 0.015 -0.018 -0.003 | -| p3770_s | 0.042 -0.228 0.013 0.016 0.000 0.019 0.019 0.138 -0.010 -0.472 -0.042 -0.002 0.065 0.015 0.001 0.021 1.000 0.079 0.011 -0.011 -0.032 -0.114 -0.168 0.006 | -| p4040_s | 0.023 0.331 0.010 0.000 0.003 0.053 -0.547 -0.147 -0.016 -0.042 -0.029 0.004 0.026 0.005 0.004 0.014 0.079 1.000 0.164 -0.227 -0.234 0.105 -0.144 0.189 | -| p4160_s | 0.041 0.284 0.015 0.001 0.003 0.064 -0.215 -0.074 -0.020 -0.063 -0.026 0.004 0.030 0.005 0.004 0.009 0.011 0.164 1.000 -0.224 0.264 0.127 -0.075 0.312 | -| p4415_p | 0.012 -0.050 -0.006 0.008 0.005 0.055 0.284 -0.056 -0.018 -0.107 0.001 0.009 -0.099 0.017 0.003 0.021 -0.011 -0.227 -0.224 1.000 0.152 0.212 0.089 -0.147 | -| p4040_p | 0.009 -0.324 -0.002 0.009 0.001 0.008 0.287 0.067 -0.004 -0.214 -0.062 0.002 -0.014 0.013 0.001 0.019 -0.032 -0.234 0.264 0.152 1.000 -0.038 0.207 -0.003 | -| bplus_2 | -0.081 0.691 -0.030 0.003 0.027 0.252 -0.039 -0.258 -0.065 -0.016 0.113 0.047 -0.221 0.006 0.021 0.015 -0.114 0.105 0.127 0.212 -0.038 1.000 -0.112 -0.076 | -| p3770_p | 0.018 -0.215 0.009 0.024 -0.005 -0.032 0.236 0.261 0.003 0.013 -0.013 -0.010 0.045 0.013 -0.007 -0.018 -0.168 -0.144 -0.075 0.089 0.207 -0.112 1.000 -0.094 | -| p4415_s | 0.023 0.216 0.018 0.001 -0.002 0.012 -0.058 -0.026 -0.004 0.017 -0.035 -0.004 0.114 0.001 0.000 -0.003 0.006 0.189 0.312 -0.147 -0.003 -0.076 -0.094 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.021834228275166456}), (, {'error': 0.20184273813818032}), (, {'error': 0.29964230614388243}), (, {'error': 0.042031066588518406}), (, {'error': 0.26138871758907056}), (, {'error': 0.22906916934985677}), (, {'error': 0.09348953629622336}), (, {'error': 0.2846772709645542}), (, {'error': 1.1164855954375312}), (, {'error': 0.03131415720840991}), (, {'error': 0.02518773230671112}), (, {'error': 0.9729101229633526}), (, {'error': 0.04159720751192586}), (, {'error': 0.014793522627007782}), (, {'error': 0.2588440888976744}), (, {'error': 0.02835744808704488}), (, {'error': 0.23233205649746846}), (, {'error': 0.17245330407513404}), (, {'error': 0.17140441753847768}), (, {'error': 0.18643630588644333}), (, {'error': 0.2462194735381278}), (, {'error': 0.09075607352961146}), (, {'error': 0.10184013083747612}), (, {'error': 0.19371765351221565})]) -Toy 6/25 -Time taken: 33 min, 8 s -Projected time left: 1 h, 44 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1718 (1718 total) | -| EDM = 0.000958 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297422.6764058605 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.411 | 0.030 | | | -2 | 2 | | -| 1 | Ctt | -0.81 | 0.22 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.08 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.43 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -6.3 | 2.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 20.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.665 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 5.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | 0.04 | 0.23 | | | -0.3 | 0.3 | | -| 14| phi_p | -5.37 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.60 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.70 | 0.19 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.41 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.27 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -1.95 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.22 | 0.10 | | | -2 | 2 | | -| 22| p3770_p | -2.50 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.29 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.055 -0.437 0.010 0.043 0.017 -0.001 0.100 0.150 0.011 0.108 0.205 -0.752 -0.122 -0.020 -0.001 -0.028 0.003 -0.002 0.017 -0.021 -0.153 0.005 -0.010 | -| Ctt | 0.055 1.000 -0.048 -0.288 0.004 0.113 -0.370 0.031 -0.058 0.194 0.200 0.028 0.087 -0.044 -0.029 -0.001 -0.143 0.333 0.288 0.027 -0.302 -0.629 -0.281 0.212 | -| rho_s | -0.437 -0.048 1.000 -0.042 -0.108 0.063 -0.022 -0.180 -0.072 -0.055 -0.041 -0.493 0.212 0.224 0.121 0.004 0.025 -0.078 -0.039 -0.097 0.003 0.195 0.069 0.011 | -| Dbar_p | 0.010 -0.288 -0.042 1.000 0.006 0.035 0.036 0.343 -0.016 0.109 0.329 0.022 0.092 -0.423 -0.007 0.021 -0.082 0.035 0.000 0.071 -0.070 -0.137 0.206 0.052 | -| omega_p | 0.043 0.004 -0.108 0.006 1.000 -0.098 0.002 0.020 0.011 0.005 -0.001 0.378 -0.021 -0.024 -0.028 -0.000 -0.003 0.009 0.005 0.011 -0.001 -0.023 -0.008 -0.001 | -| rho_p | 0.017 0.113 0.063 0.035 -0.098 1.000 -0.013 0.002 -0.174 0.005 -0.078 0.233 -0.029 -0.002 -0.274 0.002 0.025 0.060 0.081 0.052 -0.006 -0.250 -0.013 0.022 | -| p4160_p | -0.001 -0.370 -0.022 0.036 0.002 -0.013 1.000 0.084 0.008 -0.109 -0.028 0.008 0.081 -0.060 0.000 0.032 -0.029 -0.438 -0.133 0.296 0.291 -0.004 0.158 -0.088 | -| DDstar_p | 0.100 0.031 -0.180 0.343 0.020 0.002 0.084 1.000 0.030 0.285 0.232 0.079 0.405 -0.802 -0.006 -0.016 -0.080 0.336 0.156 0.353 -0.010 -0.407 -0.248 0.034 | -| phi_s | 0.150 -0.058 -0.072 -0.016 0.011 -0.174 0.008 0.030 1.000 0.002 0.048 -0.007 -0.094 -0.036 0.428 -0.001 -0.026 -0.030 -0.047 -0.020 -0.002 0.109 -0.002 -0.017 | -| psi2s_p | 0.011 0.194 -0.055 0.109 0.005 0.005 -0.109 0.285 0.002 1.000 0.055 0.023 0.179 -0.327 -0.005 0.026 -0.464 0.084 -0.002 0.058 -0.195 -0.174 -0.113 0.036 | -| jpsi_p | 0.108 0.200 -0.041 0.329 -0.001 -0.078 -0.028 0.232 0.048 0.055 1.000 -0.000 0.067 -0.232 0.021 0.053 -0.089 0.057 0.023 0.082 -0.088 -0.243 -0.022 0.004 | -| omega_s | 0.205 0.028 -0.493 0.022 0.378 0.233 0.008 0.079 -0.007 0.023 -0.000 1.000 -0.109 -0.098 -0.140 -0.001 -0.009 0.039 0.024 0.047 -0.002 -0.112 -0.033 -0.003 | -| bplus_1 | -0.752 0.087 0.212 0.092 -0.021 -0.029 0.081 0.405 -0.094 0.179 0.067 -0.109 1.000 -0.509 0.018 -0.014 -0.075 0.232 0.095 0.290 0.029 -0.300 -0.255 -0.050 | -| DDstar_s | -0.122 -0.044 0.224 -0.423 -0.024 -0.002 -0.060 -0.802 -0.036 -0.327 -0.232 -0.098 -0.509 1.000 0.008 0.018 0.126 -0.414 -0.189 -0.414 0.035 0.509 0.335 -0.044 | -| phi_p | -0.020 -0.029 0.121 -0.007 -0.028 -0.274 0.000 -0.006 0.428 -0.005 0.021 -0.140 0.018 0.008 1.000 0.001 -0.009 -0.021 -0.026 -0.020 -0.001 0.080 0.007 -0.006 | -| Dbar_s | -0.001 -0.001 0.004 0.021 -0.000 0.002 0.032 -0.016 -0.001 0.026 0.053 -0.001 -0.014 0.018 0.001 1.000 0.035 -0.011 -0.004 0.005 0.020 0.011 0.052 -0.002 | -| p3770_s | -0.028 -0.143 0.025 -0.082 -0.003 0.025 -0.029 -0.080 -0.026 -0.464 -0.089 -0.009 -0.075 0.126 -0.009 0.035 1.000 0.030 -0.008 -0.054 -0.063 0.105 -0.179 0.008 | -| p4040_s | 0.003 0.333 -0.078 0.035 0.009 0.060 -0.438 0.336 -0.030 0.084 0.057 0.039 0.232 -0.414 -0.021 -0.011 0.030 1.000 0.199 0.031 -0.190 -0.313 -0.265 0.198 | -| p4160_s | -0.002 0.288 -0.039 0.000 0.005 0.081 -0.133 0.156 -0.047 -0.002 0.023 0.024 0.095 -0.189 -0.026 -0.004 -0.008 0.199 1.000 -0.044 0.268 -0.250 -0.123 0.327 | -| p4415_p | 0.017 0.027 -0.097 0.071 0.011 0.052 0.296 0.353 -0.020 0.058 0.082 0.047 0.290 -0.414 -0.020 0.005 -0.054 0.031 -0.044 1.000 0.153 -0.373 -0.100 -0.111 | -| p4040_p | -0.021 -0.302 0.003 -0.070 -0.001 -0.006 0.291 -0.010 -0.002 -0.195 -0.088 -0.002 0.029 0.035 -0.001 0.020 -0.063 -0.190 0.268 0.153 1.000 0.050 0.163 -0.037 | -| bplus_2 | -0.153 -0.629 0.195 -0.137 -0.023 -0.250 -0.004 -0.407 0.109 -0.174 -0.243 -0.112 -0.300 0.509 0.080 0.011 0.105 -0.313 -0.250 -0.373 0.050 1.000 0.228 0.022 | -| p3770_p | 0.005 -0.281 0.069 0.206 -0.008 -0.013 0.158 -0.248 -0.002 -0.113 -0.022 -0.033 -0.255 0.335 0.007 0.052 -0.179 -0.265 -0.123 -0.100 0.163 0.228 1.000 -0.080 | -| p4415_s | -0.010 0.212 0.011 0.052 -0.001 0.022 -0.088 0.034 -0.017 0.036 0.004 -0.003 -0.050 -0.044 -0.006 -0.002 0.008 0.198 0.327 -0.111 -0.037 0.022 -0.080 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.029882460732706284}), (, {'error': 0.21570226172231954}), (, {'error': 0.3565996680112465}), (, {'error': 0.37330413610385316}), (, {'error': 0.2780783852342523}), (, {'error': 0.40026156640655985}), (, {'error': 0.09468932735630808}), (, {'error': 2.319746835327865}), (, {'error': 0.9622926591881971}), (, {'error': 0.03243520178703996}), (, {'error': 0.025327685789660492}), (, {'error': 1.1018864493635947}), (, {'error': 0.06468082686613319}), (, {'error': 0.22741479497908157}), (, {'error': 0.14398426407006681}), (, {'error': 0.024161058316543527}), (, {'error': 0.23117545326576128}), (, {'error': 0.1911797717990537}), (, {'error': 0.17537106682564874}), (, {'error': 0.18026724953322404}), (, {'error': 0.26994281616731675}), (, {'error': 0.09642787431872657}), (, {'error': 0.1017193397249978}), (, {'error': 0.19711437385310926})]) -Toy 7/25 -Time taken: 39 min, 20 s -Projected time left: 1 h, 41 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1375 (1375 total) | -| EDM = 0.000102 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297089.92302396125 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 1 | Ctt | -0.22 | 0.20 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.14 | 0.32 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.14 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.863 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.593 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.4 | 1.4 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.90 | 0.07 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 14| phi_p | 5.82 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.55 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.03 | 0.18 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.29 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.61 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.17 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | 3.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.12 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.055 -0.391 -0.072 0.058 0.024 0.031 -0.136 0.089 0.007 0.105 0.189 -0.903 -0.011 -0.034 -0.005 -0.005 -0.024 -0.028 0.017 -0.003 -0.122 0.018 -0.043 | -| Ctt | 0.055 1.000 -0.044 -0.397 0.011 0.108 -0.265 0.040 -0.040 0.269 0.242 0.025 0.067 -0.014 0.004 -0.025 -0.059 0.326 0.268 0.045 -0.087 -0.625 -0.211 0.162 | -| rho_s | -0.391 -0.044 1.000 0.052 -0.086 0.083 -0.029 0.121 -0.023 -0.010 -0.013 -0.439 0.313 0.012 0.029 0.004 -0.004 0.005 0.000 -0.039 -0.020 0.113 0.014 0.033 | -| Dbar_p | -0.072 -0.397 0.052 1.000 -0.006 0.035 -0.106 -0.282 -0.023 -0.111 0.129 -0.022 -0.062 -0.009 0.008 0.059 -0.158 0.015 -0.057 -0.130 -0.195 0.034 0.270 0.073 | -| omega_p | 0.058 0.011 -0.086 -0.006 1.000 -0.040 0.003 -0.020 0.024 0.000 -0.016 0.676 -0.049 -0.002 -0.006 -0.000 0.001 0.002 0.005 0.009 0.004 -0.036 -0.005 -0.004 | -| rho_p | 0.024 0.108 0.083 0.035 -0.040 1.000 -0.000 -0.011 0.088 0.003 -0.090 0.135 -0.035 -0.002 0.094 0.002 0.025 0.042 0.071 0.056 0.022 -0.285 -0.009 0.006 | -| p4160_p | 0.031 -0.265 -0.029 -0.106 0.003 -0.000 1.000 -0.014 0.002 -0.135 -0.061 0.012 0.050 0.075 -0.003 0.048 -0.019 -0.509 -0.150 0.298 0.084 -0.051 0.126 -0.080 | -| DDstar_p | -0.136 0.040 0.121 -0.282 -0.020 -0.011 -0.014 1.000 -0.015 -0.114 -0.148 -0.057 -0.172 0.079 0.005 -0.003 0.102 -0.134 -0.083 -0.180 -0.058 0.301 0.144 -0.012 | -| phi_s | 0.089 -0.040 -0.023 -0.023 0.024 0.088 0.002 -0.015 1.000 -0.002 0.018 0.053 -0.079 -0.001 0.480 -0.001 -0.013 -0.018 -0.029 -0.017 -0.009 0.082 -0.003 -0.009 | -| psi2s_p | 0.007 0.269 -0.010 -0.111 0.000 0.003 -0.135 -0.114 -0.002 1.000 -0.002 0.003 0.040 0.027 -0.002 0.035 -0.415 0.087 -0.027 -0.045 -0.182 -0.070 -0.024 0.033 | -| jpsi_p | 0.105 0.242 -0.013 0.129 -0.016 -0.090 -0.061 -0.148 0.018 -0.002 1.000 -0.017 -0.015 0.078 -0.027 0.086 -0.073 0.047 -0.005 0.010 -0.090 -0.187 -0.026 -0.013 | -| omega_s | 0.189 0.025 -0.439 -0.022 0.676 0.135 0.012 -0.057 0.053 0.003 -0.017 1.000 -0.158 -0.005 -0.020 -0.002 0.002 0.001 0.005 0.022 0.010 -0.078 -0.010 -0.015 | -| bplus_1 | -0.903 0.067 0.313 -0.062 -0.049 -0.035 0.050 -0.172 -0.079 0.040 -0.015 -0.158 1.000 -0.022 0.025 -0.009 -0.023 0.009 0.014 0.109 0.066 -0.126 -0.106 -0.064 | -| DDstar_s | -0.011 -0.014 0.012 -0.009 -0.002 -0.002 0.075 0.079 -0.001 0.027 0.078 -0.005 -0.022 1.000 0.001 -0.003 0.049 -0.016 -0.001 0.024 0.041 0.031 0.058 -0.006 | -| phi_p | -0.034 0.004 0.029 0.008 -0.006 0.094 -0.003 0.005 0.480 -0.002 -0.027 -0.020 0.025 0.001 1.000 0.001 0.002 0.006 0.008 0.003 0.001 -0.023 -0.003 0.003 | -| Dbar_s | -0.005 -0.025 0.004 0.059 -0.000 0.002 0.048 -0.003 -0.001 0.035 0.086 -0.002 -0.009 -0.003 0.001 1.000 0.039 -0.012 -0.005 0.012 0.027 0.009 0.079 -0.000 | -| p3770_s | -0.005 -0.059 -0.004 -0.158 0.001 0.025 -0.019 0.102 -0.013 -0.415 -0.073 0.002 -0.023 0.049 0.002 0.039 1.000 0.116 0.037 0.004 -0.005 0.037 -0.266 0.015 | -| p4040_s | -0.024 0.326 0.005 0.015 0.002 0.042 -0.509 -0.134 -0.018 0.087 0.047 0.001 0.009 -0.016 0.006 -0.012 0.116 1.000 -0.010 -0.188 -0.187 -0.083 -0.152 0.164 | -| p4160_s | -0.028 0.268 0.000 -0.057 0.005 0.071 -0.150 -0.083 -0.029 -0.027 -0.005 0.005 0.014 -0.001 0.008 -0.005 0.037 -0.010 1.000 -0.134 0.338 -0.137 -0.064 0.327 | -| p4415_p | 0.017 0.045 -0.039 -0.130 0.009 0.056 0.298 -0.180 -0.017 -0.045 0.010 0.022 0.109 0.024 0.003 0.012 0.004 -0.188 -0.134 1.000 0.126 -0.252 0.001 -0.161 | -| p4040_p | -0.003 -0.087 -0.020 -0.195 0.004 0.022 0.084 -0.058 -0.009 -0.182 -0.090 0.010 0.066 0.041 0.001 0.027 -0.005 -0.187 0.338 0.126 1.000 -0.056 0.060 0.045 | -| bplus_2 | -0.122 -0.625 0.113 0.034 -0.036 -0.285 -0.051 0.301 0.082 -0.070 -0.187 -0.078 -0.126 0.031 -0.023 0.009 0.037 -0.083 -0.137 -0.252 -0.056 1.000 0.063 0.116 | -| p3770_p | 0.018 -0.211 0.014 0.270 -0.005 -0.009 0.126 0.144 -0.003 -0.024 -0.026 -0.010 -0.106 0.058 -0.003 0.079 -0.266 -0.152 -0.064 0.001 0.060 0.063 1.000 -0.056 | -| p4415_s | -0.043 0.162 0.033 0.073 -0.004 0.006 -0.080 -0.012 -0.009 0.033 -0.013 -0.015 -0.064 -0.006 0.003 -0.000 0.015 0.164 0.327 -0.161 0.045 0.116 -0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.033496668463639856}), (, {'error': 0.20344875665417628}), (, {'error': 0.33913079169483}), (, {'error': 0.4023438250785225}), (, {'error': 0.3159634507457505}), (, {'error': 0.43166923038942917}), (, {'error': 0.09317099064218715}), (, {'error': 0.39756412549412845}), (, {'error': 0.985144206221344}), (, {'error': 0.031483883560509796}), (, {'error': 0.023787739596998314}), (, {'error': 1.4157334652694393}), (, {'error': 0.06509886145546417}), (, {'error': 0.04154243401975988}), (, {'error': 0.17912193257715625}), (, {'error': 0.0340220347745942}), (, {'error': 0.22613995822777389}), (, {'error': 0.17785672895005006}), (, {'error': 0.17148679940260236}), (, {'error': 0.18999819655617278}), (, {'error': 0.17543793523119344}), (, {'error': 0.09300491828382351}), (, {'error': 0.09222418727118686}), (, {'error': 0.1951667130387882})]) -Toy 8/25 -Time taken: 44 min, 41 s -Projected time left: 1 h, 34 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1415 (1415 total) | -| EDM = 0.00651 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297396.1868399888 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.488 | 0.007 | | | -2 | 2 | | -| 1 | Ctt | -0.33 | 0.16 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.01 | 0.24 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 3.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -0.024 | 0.194 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 0.08 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.10 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.1 | 0.6 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.796 | 0.022 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.575 | 0.022 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.6 | 0.7 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.936 | 0.013 | | | -2 | 2 | | -| 13| DDstar_s | -0.29 | 0.54 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.23 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.39 | 0.16 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.90 | 0.11 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.02 | 0.11 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.20 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.69 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.19 | 0.06 | | | -2 | 2 | | -| 22| p3770_p | -2.67 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 0.92 | 0.13 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.717 0.062 -0.697 -0.013 -0.114 -0.053 0.677 0.006 0.143 0.480 -0.035 0.616 -0.735 -0.006 -0.818 -0.243 -0.128 -0.286 -0.306 -0.411 0.640 0.719 0.158 | -| Ctt | -0.717 1.000 -0.027 0.797 0.014 0.119 -0.041 -0.788 -0.014 -0.098 -0.567 0.029 -0.725 0.845 0.007 0.881 0.253 0.210 0.372 0.310 0.384 -0.648 -0.770 -0.068 | -| rho_s | 0.062 -0.027 1.000 -0.024 0.004 0.131 -0.002 0.024 0.022 0.006 0.018 -0.152 0.041 -0.024 0.011 -0.028 -0.009 -0.001 -0.007 -0.008 -0.014 0.054 0.023 0.006 | -| Dbar_p | -0.697 0.797 -0.024 1.000 0.018 0.130 0.084 -0.717 -0.016 -0.100 -0.451 0.031 -0.704 0.869 0.010 0.858 0.355 0.117 0.296 0.309 0.476 -0.735 -0.715 -0.155 | -| omega_p | -0.013 0.014 0.004 0.018 1.000 -0.031 0.002 -0.016 0.018 -0.002 -0.010 0.384 -0.012 0.016 0.008 0.019 0.007 0.006 0.009 0.009 0.011 -0.005 -0.018 -0.003 | -| rho_p | -0.114 0.119 0.131 0.130 -0.031 1.000 0.011 -0.121 0.052 -0.018 -0.071 0.251 -0.101 0.133 0.017 0.148 0.057 0.039 0.068 0.066 0.080 -0.052 -0.134 -0.022 | -| p4160_p | -0.053 -0.041 -0.002 0.084 0.002 0.011 1.000 -0.110 -0.003 0.012 0.064 0.002 -0.055 -0.016 0.001 0.026 0.048 -0.205 -0.029 0.147 0.056 0.003 0.023 0.051 | -| DDstar_p | 0.677 -0.788 0.024 -0.717 -0.016 -0.121 -0.110 1.000 0.014 0.130 0.481 -0.030 0.683 -0.814 -0.008 -0.884 -0.315 -0.136 -0.307 -0.330 -0.474 0.726 0.744 0.174 | -| phi_s | 0.006 -0.014 0.022 -0.016 0.018 0.052 -0.003 0.014 1.000 -0.001 -0.004 0.022 0.008 -0.018 0.320 -0.019 -0.013 -0.010 -0.014 -0.012 -0.014 -0.014 0.018 0.001 | -| psi2s_p | 0.143 -0.098 0.006 -0.100 -0.002 -0.018 0.012 0.130 -0.001 1.000 0.220 -0.006 0.144 -0.231 -0.000 -0.183 -0.219 -0.028 -0.092 -0.065 -0.130 0.123 0.174 0.027 | -| jpsi_p | 0.480 -0.567 0.018 -0.451 -0.010 -0.071 0.064 0.481 -0.004 0.220 1.000 -0.024 0.482 -0.637 -0.006 -0.592 -0.104 -0.056 -0.210 -0.177 -0.249 0.472 0.518 0.077 | -| omega_s | -0.035 0.029 -0.152 0.031 0.384 0.251 0.002 -0.030 0.022 -0.006 -0.024 1.000 -0.030 0.030 -0.010 0.035 0.010 0.006 0.012 0.013 0.017 -0.031 -0.031 -0.006 | -| bplus_1 | 0.616 -0.725 0.041 -0.704 -0.012 -0.101 -0.055 0.683 0.008 0.144 0.482 -0.030 1.000 -0.742 -0.006 -0.827 -0.249 -0.131 -0.291 -0.311 -0.417 0.644 0.725 0.160 | -| DDstar_s | -0.735 0.845 -0.024 0.869 0.016 0.133 -0.016 -0.814 -0.018 -0.231 -0.637 0.030 -0.742 1.000 0.008 0.957 0.271 0.099 0.312 0.298 0.441 -0.776 -0.824 -0.170 | -| phi_p | -0.006 0.007 0.011 0.010 0.008 0.017 0.001 -0.008 0.320 -0.000 -0.006 -0.010 -0.006 0.008 1.000 0.010 0.004 0.004 0.005 0.005 0.006 -0.001 -0.010 -0.001 | -| Dbar_s | -0.818 0.881 -0.028 0.858 0.019 0.148 0.026 -0.884 -0.019 -0.183 -0.592 0.035 -0.827 0.957 0.010 1.000 0.311 0.168 0.372 0.357 0.490 -0.827 -0.872 -0.148 | -| p3770_s | -0.243 0.253 -0.009 0.355 0.007 0.057 0.048 -0.315 -0.013 -0.219 -0.104 0.010 -0.249 0.271 0.004 0.311 1.000 0.131 0.138 0.136 0.151 -0.252 -0.323 -0.044 | -| p4040_s | -0.128 0.210 -0.001 0.117 0.006 0.039 -0.205 -0.136 -0.010 -0.028 -0.056 0.006 -0.131 0.099 0.004 0.168 0.131 1.000 0.016 0.007 0.034 -0.144 -0.158 0.034 | -| p4160_s | -0.286 0.372 -0.007 0.296 0.009 0.068 -0.029 -0.307 -0.014 -0.092 -0.210 0.012 -0.291 0.312 0.005 0.372 0.138 0.016 1.000 0.063 0.354 -0.291 -0.328 0.080 | -| p4415_p | -0.306 0.310 -0.008 0.309 0.009 0.066 0.147 -0.330 -0.012 -0.065 -0.177 0.013 -0.311 0.298 0.005 0.357 0.136 0.007 0.063 1.000 0.236 -0.256 -0.297 -0.085 | -| p4040_p | -0.411 0.384 -0.014 0.476 0.011 0.080 0.056 -0.474 -0.014 -0.130 -0.249 0.017 -0.417 0.441 0.006 0.490 0.151 0.034 0.354 0.236 1.000 -0.387 -0.384 -0.040 | -| bplus_2 | 0.640 -0.648 0.054 -0.735 -0.005 -0.052 0.003 0.726 -0.014 0.123 0.472 -0.031 0.644 -0.776 -0.001 -0.827 -0.252 -0.144 -0.291 -0.256 -0.387 1.000 0.724 0.086 | -| p3770_p | 0.719 -0.770 0.023 -0.715 -0.018 -0.134 0.023 0.744 0.018 0.174 0.518 -0.031 0.725 -0.824 -0.010 -0.872 -0.323 -0.158 -0.328 -0.297 -0.384 0.724 1.000 0.111 | -| p4415_s | 0.158 -0.068 0.006 -0.155 -0.003 -0.022 0.051 0.174 0.001 0.027 0.077 -0.006 0.160 -0.170 -0.001 -0.148 -0.044 0.034 0.080 -0.085 -0.040 0.086 0.111 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.006749981033366659}), (, {'error': 0.15890797618679908}), (, {'error': 0.2403562958251355}), (, {'error': 0.35080361960476836}), (, {'error': 0.19446680618837142}), (, {'error': 0.22160884288505978}), (, {'error': 0.0685388746802893}), (, {'error': 0.33383085611486063}), (, {'error': 0.6409612333277908}), (, {'error': 0.021913872438764415}), (, {'error': 0.02232913069497977}), (, {'error': 0.6858830744537201}), (, {'error': 0.012952617632627339}), (, {'error': 0.5447598446116263}), (, {'error': 0.14829643652506963}), (, {'error': 0.30104573529538536}), (, {'error': 0.16066463106584927}), (, {'error': 0.10961375765348114}), (, {'error': 0.11421019511559483}), (, {'error': 0.17063210341913138}), (, {'error': 0.15376458997325937}), (, {'error': 0.05975858031840453}), (, {'error': 0.17940800693553172}), (, {'error': 0.1289759872321108})]) -Toy 9/25 -Time taken: 50 min, 14 s -Projected time left: 1 h, 29 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1486 (1486 total) | -| EDM = 9.47E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297243.65385733347 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.452 | 0.005 | | | -2 | 2 | | -| 1 | Ctt | -0.11 | 0.09 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.25 | 0.23 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 1.62 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.87 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.47 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.17 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.8 | 0.7 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.80 | 0.07 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.70 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.804 | 0.008 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.55 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.84 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.06 | 0.14 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.19 | 0.31 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -2.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.32 | 0.04 | | | -2 | 2 | | -| 22| p3770_p | -2.69 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.13 | 0.15 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.035 0.066 -0.010 -0.009 0.070 -0.235 -0.228 -0.035 -0.200 -0.207 -0.022 -0.305 -0.201 0.003 -0.228 -0.190 -0.102 -0.023 -0.207 -0.216 -0.021 -0.176 0.177 | -| Ctt | -0.035 1.000 0.003 0.129 -0.002 -0.010 -0.032 0.020 0.002 0.080 -0.019 -0.003 -0.049 -0.023 0.002 0.000 -0.007 0.153 0.144 0.012 -0.042 0.312 -0.028 0.158 | -| rho_s | 0.066 0.003 1.000 -0.001 0.111 0.152 -0.025 -0.024 -0.009 -0.022 -0.024 -0.216 0.001 -0.022 -0.004 -0.023 -0.024 -0.015 -0.009 -0.023 -0.024 -0.010 -0.018 0.014 | -| Dbar_p | -0.010 0.129 -0.001 1.000 -0.028 0.033 -0.640 -0.679 -0.044 -0.614 -0.654 -0.026 -0.059 -0.335 0.038 -0.615 -0.583 -0.446 -0.259 -0.577 -0.579 0.184 -0.621 0.177 | -| omega_p | -0.009 -0.002 0.111 -0.028 1.000 -0.026 0.045 0.046 0.023 0.043 0.045 0.592 -0.001 0.020 -0.014 0.042 0.042 0.033 0.021 0.042 0.042 -0.004 0.037 -0.013 | -| rho_p | 0.070 -0.010 0.152 0.033 -0.026 1.000 -0.037 -0.041 0.065 -0.036 -0.035 0.086 0.073 -0.007 -0.041 -0.039 -0.030 -0.017 -0.000 -0.027 -0.032 0.180 -0.041 0.009 | -| p4160_p | -0.235 -0.032 -0.025 -0.640 0.045 -0.037 1.000 0.960 0.066 0.891 0.940 0.047 -0.190 0.346 -0.057 0.875 0.868 0.619 0.410 0.874 0.871 -0.383 0.801 -0.225 | -| DDstar_p | -0.228 0.020 -0.024 -0.679 0.046 -0.041 0.960 1.000 0.070 0.933 0.977 0.049 -0.177 0.370 -0.059 0.926 0.905 0.708 0.444 0.889 0.903 -0.419 0.819 -0.252 | -| phi_s | -0.035 0.002 -0.009 -0.044 0.023 0.065 0.066 0.070 1.000 0.063 0.062 0.029 -0.024 0.026 -0.458 0.064 0.059 0.044 0.022 0.058 0.060 -0.078 0.057 -0.020 | -| psi2s_p | -0.200 0.080 -0.022 -0.614 0.043 -0.036 0.891 0.933 0.063 1.000 0.917 0.045 -0.152 0.353 -0.055 0.846 0.803 0.652 0.396 0.822 0.825 -0.399 0.770 -0.236 | -| jpsi_p | -0.207 -0.019 -0.024 -0.654 0.045 -0.035 0.940 0.977 0.062 0.917 1.000 0.046 -0.157 0.370 -0.057 0.886 0.890 0.690 0.427 0.868 0.882 -0.414 0.801 -0.254 | -| omega_s | -0.022 -0.003 -0.216 -0.026 0.592 0.086 0.047 0.049 0.029 0.045 0.046 1.000 -0.002 0.023 0.012 0.045 0.044 0.034 0.020 0.044 0.044 -0.011 0.038 -0.016 | -| bplus_1 | -0.305 -0.049 0.001 -0.059 -0.001 0.073 -0.190 -0.177 -0.024 -0.152 -0.157 -0.002 1.000 -0.196 0.000 -0.184 -0.148 -0.063 -0.002 -0.168 -0.175 -0.044 -0.137 0.178 | -| DDstar_s | -0.201 -0.023 -0.022 -0.335 0.020 -0.007 0.346 0.370 0.026 0.353 0.370 0.023 -0.196 1.000 -0.024 0.331 0.329 0.303 0.205 0.337 0.328 -0.159 0.278 -0.044 | -| phi_p | 0.003 0.002 -0.004 0.038 -0.014 -0.041 -0.057 -0.059 -0.458 -0.055 -0.057 0.012 0.000 -0.024 1.000 -0.053 -0.054 -0.043 -0.029 -0.054 -0.054 0.001 -0.047 0.015 | -| Dbar_s | -0.228 0.000 -0.023 -0.615 0.042 -0.039 0.875 0.926 0.064 0.846 0.886 0.045 -0.184 0.331 -0.053 1.000 0.813 0.663 0.422 0.818 0.820 -0.378 0.717 -0.223 | -| p3770_s | -0.190 -0.007 -0.024 -0.583 0.042 -0.030 0.868 0.905 0.059 0.803 0.890 0.044 -0.148 0.329 -0.054 0.813 1.000 0.667 0.411 0.806 0.809 -0.370 0.698 -0.223 | -| p4040_s | -0.102 0.153 -0.015 -0.446 0.033 -0.017 0.619 0.708 0.044 0.652 0.690 0.034 -0.063 0.303 -0.043 0.663 0.667 1.000 0.268 0.592 0.608 -0.291 0.567 -0.138 | -| p4160_s | -0.023 0.144 -0.009 -0.259 0.021 -0.000 0.410 0.444 0.022 0.396 0.427 0.020 -0.002 0.205 -0.029 0.422 0.411 0.268 1.000 0.346 0.501 -0.142 0.361 0.034 | -| p4415_p | -0.207 0.012 -0.023 -0.577 0.042 -0.027 0.874 0.889 0.058 0.822 0.868 0.044 -0.168 0.337 -0.054 0.818 0.806 0.592 0.346 1.000 0.817 -0.323 0.738 -0.252 | -| p4040_p | -0.216 -0.042 -0.024 -0.579 0.042 -0.032 0.871 0.903 0.060 0.825 0.882 0.044 -0.175 0.328 -0.054 0.820 0.809 0.608 0.501 0.817 1.000 -0.357 0.763 -0.207 | -| bplus_2 | -0.021 0.312 -0.010 0.184 -0.004 0.180 -0.383 -0.419 -0.078 -0.399 -0.414 -0.011 -0.044 -0.159 0.001 -0.378 -0.370 -0.291 -0.142 -0.323 -0.357 1.000 -0.326 0.042 | -| p3770_p | -0.176 -0.028 -0.018 -0.621 0.037 -0.041 0.801 0.819 0.057 0.770 0.801 0.038 -0.137 0.278 -0.047 0.717 0.698 0.567 0.361 0.738 0.763 -0.326 1.000 -0.222 | -| p4415_s | 0.177 0.158 0.014 0.177 -0.013 0.009 -0.225 -0.252 -0.020 -0.236 -0.254 -0.016 0.178 -0.044 0.015 -0.223 -0.223 -0.138 0.034 -0.252 -0.207 0.042 -0.222 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.004666727424150308}), (, {'error': 0.08999027824000227}), (, {'error': 0.2325982907503037}), (, {'error': 0.24379569911342625}), (, {'error': 0.23415786835592511}), (, {'error': 0.2373381315933134}), (, {'error': 0.2628161818030401}), (, {'error': 10.422759654923233}), (, {'error': 0.7447856255072818}), (, {'error': 0.0651254693953387}), (, {'error': 0.08772392328987966}), (, {'error': 0.9550209963230407}), (, {'error': 0.008150779219870063}), (, {'error': 0.05802100284551537}), (, {'error': 0.47346820060773087}), (, {'error': 0.5456871518201538}), (, {'error': 0.4033887990951166}), (, {'error': 0.1729567940853653}), (, {'error': 0.13653637995764845}), (, {'error': 0.3128061037127423}), (, {'error': 0.36648708172407196}), (, {'error': 0.04186698407327727}), (, {'error': 0.15973685701575557}), (, {'error': 0.14916008814816312})]) -Toy 10/25 -Time taken: 56 min, 1 -Projected time left: 1 h, 24 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1265 (1265 total) | -| EDM = 0.000221 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297221.39014697564 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.416 | 0.029 | | | -2 | 2 | | -| 1 | Ctt | -0.67 | 0.21 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 0.22 | 0.62 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.606 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 7.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.17 | 0.24 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.94 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.30 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 4.29 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 22| p3770_p | -2.53 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 0.98 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.022 -0.370 -0.045 -0.040 0.388 0.017 -0.070 0.110 -0.006 0.122 0.271 -0.928 -0.004 -0.022 -0.001 -0.007 -0.052 -0.039 -0.024 0.005 -0.118 0.058 -0.019 | -| Ctt | 0.022 1.000 0.056 -0.349 -0.005 0.072 -0.312 0.030 -0.042 0.212 0.253 -0.004 0.086 -0.005 0.004 -0.008 -0.132 0.304 0.290 0.029 -0.314 -0.657 -0.201 0.187 | -| rho_s | -0.370 0.056 1.000 0.062 0.080 -0.096 -0.037 0.079 0.002 -0.008 -0.086 -0.292 0.308 0.007 0.068 0.003 -0.001 0.047 0.055 0.015 -0.027 -0.091 -0.022 0.028 | -| Dbar_p | -0.045 -0.349 0.062 1.000 0.003 -0.028 -0.037 -0.242 -0.021 -0.060 0.164 -0.033 -0.086 -0.011 0.003 0.030 -0.116 -0.124 -0.054 -0.097 -0.070 0.062 0.268 0.053 | -| omega_p | -0.040 -0.005 0.080 0.003 1.000 -0.029 -0.003 0.011 -0.031 0.000 0.008 -0.419 0.035 0.001 -0.015 -0.000 -0.001 -0.002 -0.002 -0.004 -0.001 0.021 0.001 0.002 | -| rho_p | 0.388 0.072 -0.096 -0.028 -0.029 1.000 0.028 -0.080 0.113 0.004 -0.015 0.516 -0.341 -0.007 0.039 -0.001 0.018 0.021 0.023 0.044 0.012 -0.229 0.005 -0.021 | -| p4160_p | 0.017 -0.312 -0.037 -0.037 -0.003 0.028 1.000 -0.202 0.006 -0.083 -0.002 0.021 0.096 0.033 -0.003 0.026 0.009 -0.418 -0.177 0.324 0.366 -0.061 0.135 -0.095 | -| DDstar_p | -0.070 0.030 0.079 -0.242 0.011 -0.080 -0.202 1.000 -0.017 -0.226 -0.334 -0.055 -0.169 0.045 -0.001 0.011 -0.060 -0.180 -0.106 -0.245 -0.075 0.240 0.028 -0.009 | -| phi_s | 0.110 -0.042 0.002 -0.021 -0.031 0.113 0.006 -0.017 1.000 -0.002 0.012 0.063 -0.100 -0.001 0.660 -0.001 -0.008 -0.025 -0.029 -0.017 0.006 0.071 0.004 -0.007 | -| psi2s_p | -0.006 0.212 -0.008 -0.060 0.000 0.004 -0.083 -0.226 -0.002 1.000 0.051 0.002 0.061 0.010 -0.003 0.024 -0.408 -0.019 -0.016 -0.014 -0.154 -0.065 -0.008 0.032 | -| jpsi_p | 0.122 0.253 -0.086 0.164 0.008 -0.015 -0.002 -0.334 0.012 0.051 1.000 0.014 0.011 0.035 -0.029 0.049 -0.055 0.042 0.030 0.072 -0.065 -0.255 -0.025 -0.009 | -| omega_s | 0.271 -0.004 -0.292 -0.033 -0.419 0.516 0.021 -0.055 0.063 0.002 0.014 1.000 -0.236 -0.005 -0.020 -0.002 0.004 -0.012 -0.015 0.006 0.013 -0.037 0.008 -0.017 | -| bplus_1 | -0.928 0.086 0.308 -0.086 0.035 -0.341 0.096 -0.169 -0.100 0.061 0.011 -0.236 1.000 -0.023 0.017 -0.009 0.015 0.066 0.019 0.139 0.059 -0.101 -0.088 -0.083 | -| DDstar_s | -0.004 -0.005 0.007 -0.011 0.001 -0.007 0.033 0.045 -0.001 0.010 0.035 -0.005 -0.023 1.000 0.000 -0.001 0.025 -0.011 -0.006 0.002 0.025 0.024 0.034 -0.004 | -| phi_p | -0.022 0.004 0.068 0.003 -0.015 0.039 -0.003 -0.001 0.660 -0.003 -0.029 -0.020 0.017 0.000 1.000 0.001 -0.000 0.006 0.006 0.003 -0.003 -0.016 -0.006 0.002 | -| Dbar_s | -0.001 -0.008 0.003 0.030 -0.000 -0.001 0.026 0.011 -0.001 0.024 0.049 -0.002 -0.009 -0.001 0.001 1.000 0.026 -0.007 -0.004 0.004 0.020 0.006 0.046 -0.000 | -| p3770_s | -0.007 -0.132 -0.001 -0.116 -0.001 0.018 0.009 -0.060 -0.008 -0.408 -0.055 0.004 0.015 0.025 -0.000 0.026 1.000 0.118 0.037 0.029 -0.048 0.043 -0.267 0.006 | -| p4040_s | -0.052 0.304 0.047 -0.124 -0.002 0.021 -0.418 -0.180 -0.025 -0.019 0.042 -0.012 0.066 -0.011 0.006 -0.007 0.118 1.000 0.268 -0.090 -0.157 -0.131 -0.109 0.219 | -| p4160_s | -0.039 0.290 0.055 -0.054 -0.002 0.023 -0.177 -0.106 -0.029 -0.016 0.030 -0.015 0.019 -0.006 0.006 -0.004 0.037 0.268 1.000 -0.137 0.208 -0.132 -0.068 0.337 | -| p4415_p | -0.024 0.029 0.015 -0.097 -0.004 0.044 0.324 -0.245 -0.017 -0.014 0.072 0.006 0.139 0.002 0.003 0.004 0.029 -0.090 -0.137 1.000 0.203 -0.241 0.029 -0.166 | -| p4040_p | 0.005 -0.314 -0.027 -0.070 -0.001 0.012 0.366 -0.075 0.006 -0.154 -0.065 0.013 0.059 0.025 -0.003 0.020 -0.048 -0.157 0.208 0.203 1.000 0.016 0.156 -0.080 | -| bplus_2 | -0.118 -0.657 -0.091 0.062 0.021 -0.229 -0.061 0.240 0.071 -0.065 -0.255 -0.037 -0.101 0.024 -0.016 0.006 0.043 -0.131 -0.132 -0.241 0.016 1.000 0.031 0.116 | -| p3770_p | 0.058 -0.201 -0.022 0.268 0.001 0.005 0.135 0.028 0.004 -0.008 -0.025 0.008 -0.088 0.034 -0.006 0.046 -0.267 -0.109 -0.068 0.029 0.156 0.031 1.000 -0.072 | -| p4415_s | -0.019 0.187 0.028 0.053 0.002 -0.021 -0.095 -0.009 -0.007 0.032 -0.009 -0.017 -0.083 -0.004 0.002 -0.000 0.006 0.219 0.337 -0.166 -0.080 0.116 -0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.029400923250881617}), (, {'error': 0.20871210655705374}), (, {'error': 0.3915487754826483}), (, {'error': 0.3351814129701314}), (, {'error': 0.46674514419195035}), (, {'error': 0.6186886035862909}), (, {'error': 0.09879017464077222}), (, {'error': 0.3488317341139635}), (, {'error': 1.1732660393273022}), (, {'error': 0.031884656067737716}), (, {'error': 0.025047420720070157}), (, {'error': 1.1641055706299142}), (, {'error': 0.05825202356459047}), (, {'error': 0.026016695896360437}), (, {'error': 0.2431108374570501}), (, {'error': 0.02056840405665933}), (, {'error': 0.22831791676473223}), (, {'error': 0.16736344922943258}), (, {'error': 0.16941910705925434}), (, {'error': 0.21572402326081197}), (, {'error': 0.17724183251474113}), (, {'error': 0.08195144132468335}), (, {'error': 0.10436489039395425}), (, {'error': 0.19805408183576956})]) -Toy 11/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 17 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1647 (1647 total) | -| EDM = 0.00469 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297221.97598751966 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 1 | Ctt | 0.18 | 0.18 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 1.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -6.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.29 | 0.42 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.00 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -3.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.91 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.00 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.30 | 0.36 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.56 | 0.26 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.08 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.38 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.26 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.09 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | -3.02 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.41 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.586 -0.443 -0.669 0.034 0.293 -0.249 -0.466 0.061 -0.363 -0.620 0.257 -0.900 -0.109 -0.033 -0.687 -0.329 0.152 0.182 0.150 -0.184 -0.725 -0.583 -0.180 | -| Ctt | 0.586 1.000 -0.261 -0.618 0.021 0.216 -0.387 -0.289 0.019 -0.089 -0.543 0.156 -0.424 -0.014 -0.017 -0.496 -0.252 0.345 0.303 0.041 -0.207 -0.711 -0.478 0.083 | -| rho_s | -0.443 -0.261 1.000 0.329 -0.061 -0.035 0.118 0.222 -0.014 0.174 0.289 -0.434 0.370 0.054 0.036 0.327 0.152 -0.072 -0.086 -0.068 0.085 0.307 0.280 0.083 | -| Dbar_p | -0.669 -0.618 0.329 1.000 -0.024 -0.181 0.282 0.474 -0.058 0.308 0.547 -0.187 0.376 -0.036 0.027 0.707 0.236 -0.233 -0.294 -0.174 0.095 0.481 0.674 0.062 | -| omega_p | 0.034 0.021 -0.061 -0.024 1.000 -0.007 -0.008 -0.016 0.013 -0.012 -0.021 0.288 -0.031 -0.005 0.004 -0.023 -0.010 0.005 0.008 0.007 -0.005 -0.032 -0.020 -0.007 | -| rho_p | 0.293 0.216 -0.035 -0.181 -0.007 1.000 -0.069 -0.111 0.111 -0.104 -0.171 0.376 -0.287 -0.037 0.077 -0.188 -0.073 0.054 0.087 0.069 -0.034 -0.384 -0.164 -0.052 | -| p4160_p | -0.249 -0.387 0.118 0.282 -0.008 -0.069 1.000 0.053 -0.018 0.279 0.513 -0.068 0.158 -0.010 0.014 0.435 0.287 -0.463 -0.195 0.325 0.291 0.207 0.481 -0.041 | -| DDstar_p | -0.466 -0.289 0.222 0.474 -0.016 -0.111 0.053 1.000 -0.043 0.246 0.345 -0.124 0.274 0.059 0.019 0.789 0.209 -0.288 -0.319 -0.350 -0.015 0.361 0.575 0.037 | -| phi_s | 0.061 0.019 -0.014 -0.058 0.013 0.111 -0.018 -0.043 1.000 -0.028 -0.053 0.048 -0.048 -0.008 0.573 -0.052 -0.031 0.007 0.001 0.004 -0.019 0.005 -0.046 -0.014 | -| psi2s_p | -0.363 -0.089 0.174 0.308 -0.012 -0.104 0.279 0.246 -0.028 1.000 0.492 -0.100 0.223 -0.014 0.016 0.506 0.087 -0.135 -0.195 -0.018 0.123 0.299 0.455 0.017 | -| jpsi_p | -0.620 -0.543 0.289 0.547 -0.021 -0.171 0.513 0.345 -0.053 0.492 1.000 -0.168 0.409 -0.017 0.023 0.745 0.476 -0.253 -0.246 0.039 0.349 0.549 0.678 -0.003 | -| omega_s | 0.257 0.156 -0.434 -0.187 0.288 0.376 -0.068 -0.124 0.048 -0.100 -0.168 1.000 -0.225 -0.032 -0.015 -0.185 -0.085 0.043 0.054 0.044 -0.046 -0.210 -0.161 -0.048 | -| bplus_1 | -0.900 -0.424 0.370 0.376 -0.031 -0.287 0.158 0.274 -0.048 0.223 0.409 -0.225 1.000 0.060 0.020 0.420 0.202 -0.098 -0.123 -0.091 0.123 0.544 0.340 0.107 | -| DDstar_s | -0.109 -0.014 0.054 -0.036 -0.005 -0.037 -0.010 0.059 -0.008 -0.014 -0.017 -0.032 0.060 1.000 0.001 0.023 0.013 -0.036 -0.035 -0.060 -0.019 0.089 0.028 -0.001 | -| phi_p | -0.033 -0.017 0.036 0.027 0.004 0.077 0.014 0.019 0.573 0.016 0.023 -0.015 0.020 0.001 1.000 0.031 0.018 -0.006 -0.004 0.000 0.012 0.001 0.026 0.004 | -| Dbar_s | -0.687 -0.496 0.327 0.707 -0.023 -0.188 0.435 0.789 -0.052 0.506 0.745 -0.185 0.420 0.023 0.031 1.000 0.459 -0.361 -0.351 -0.144 0.272 0.564 0.852 0.018 | -| p3770_s | -0.329 -0.252 0.152 0.236 -0.010 -0.073 0.287 0.209 -0.031 0.087 0.476 -0.085 0.202 0.013 0.018 0.459 1.000 -0.047 -0.106 0.042 0.202 0.280 0.308 0.021 | -| p4040_s | 0.152 0.345 -0.072 -0.233 0.005 0.054 -0.463 -0.288 0.007 -0.135 -0.253 0.043 -0.098 -0.036 -0.006 -0.361 -0.047 1.000 0.005 -0.130 -0.248 -0.139 -0.335 0.096 | -| p4160_s | 0.182 0.303 -0.086 -0.294 0.008 0.087 -0.195 -0.319 0.001 -0.195 -0.246 0.054 -0.123 -0.035 -0.004 -0.351 -0.106 0.005 1.000 -0.045 0.198 -0.200 -0.288 0.252 | -| p4415_p | 0.150 0.041 -0.068 -0.174 0.007 0.069 0.325 -0.350 0.004 -0.018 0.039 0.044 -0.091 -0.060 0.000 -0.144 0.042 -0.130 -0.045 1.000 0.184 -0.176 -0.036 -0.149 | -| p4040_p | -0.184 -0.207 0.085 0.095 -0.005 -0.034 0.291 -0.015 -0.019 0.123 0.349 -0.046 0.123 -0.019 0.012 0.272 0.202 -0.248 0.198 0.184 1.000 0.150 0.326 0.048 | -| bplus_2 | -0.725 -0.711 0.307 0.481 -0.032 -0.384 0.207 0.361 0.005 0.299 0.549 -0.210 0.544 0.089 0.001 0.564 0.280 -0.139 -0.200 -0.176 0.150 1.000 0.464 0.173 | -| p3770_p | -0.583 -0.478 0.280 0.674 -0.020 -0.164 0.481 0.575 -0.046 0.455 0.678 -0.161 0.340 0.028 0.026 0.852 0.308 -0.335 -0.288 -0.036 0.326 0.464 1.000 -0.010 | -| p4415_s | -0.180 0.083 0.083 0.062 -0.007 -0.052 -0.041 0.037 -0.014 0.017 -0.003 -0.048 0.107 -0.001 0.004 0.018 0.021 0.096 0.252 -0.149 0.048 0.173 -0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03327274288568938}), (, {'error': 0.1819555225322792}), (, {'error': 0.33853287880091953}), (, {'error': 0.493402079914786}), (, {'error': 0.3005253324274051}), (, {'error': 0.42141920290523327}), (, {'error': 0.11989941360927503}), (, {'error': 0.7008415360930598}), (, {'error': 0.9887630693361498}), (, {'error': 0.03597178873097917}), (, {'error': 0.040192194114304414}), (, {'error': 1.0436123581068588}), (, {'error': 0.04325785680811589}), (, {'error': 0.06676266399789843}), (, {'error': 0.204996860210934}), (, {'error': 0.36293104153145195}), (, {'error': 0.26077252300917486}), (, {'error': 0.17171524504827385}), (, {'error': 0.1667524739690749}), (, {'error': 0.15826870522351122}), (, {'error': 0.17455488404263697}), (, {'error': 0.0948935448311734}), (, {'error': 0.20319917492114548}), (, {'error': 0.18031308774861388})]) -Toy 12/25 -Time taken: 1 h, 7 min -Projected time left: 1 h, 13 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1423 (1423 total) | -| EDM = 0.000369 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297388.3578262227 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.463 | 0.012 | | | -2 | 2 | | -| 1 | Ctt | -0.23 | 0.24 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.96 | 0.29 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 0.26 | 0.63 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.14 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.17 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 0.12 | 0.52 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.802 | 0.030 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.635 | 0.023 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.917 | 0.024 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 14| phi_p | -0.16 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.28 | 0.49 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.91 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.73 | 0.16 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.54 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.26 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.73 | 0.26 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.18 | 0.07 | | | -2 | 2 | | -| 22| p3770_p | 3.33 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.22 | 0.16 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.783 -0.263 -0.773 0.015 0.019 0.063 0.675 0.100 0.301 -0.035 0.120 0.672 0.620 -0.029 -0.883 0.503 0.432 0.374 0.385 0.536 0.509 -0.741 0.123 | -| Ctt | 0.783 1.000 -0.219 -0.821 0.015 0.031 -0.080 0.729 0.088 0.401 -0.084 0.106 0.786 0.690 -0.020 -0.888 0.508 0.539 0.469 0.323 0.465 0.439 -0.748 0.265 | -| rho_s | -0.263 -0.219 1.000 0.222 -0.056 0.131 -0.016 -0.193 -0.009 -0.086 0.007 -0.283 -0.225 -0.178 0.029 0.252 -0.146 -0.124 -0.107 -0.105 -0.153 -0.190 0.210 -0.039 | -| Dbar_p | -0.773 -0.821 0.222 1.000 -0.017 -0.028 -0.116 -0.820 -0.095 -0.384 -0.101 -0.111 -0.775 -0.676 0.017 0.878 -0.614 -0.440 -0.388 -0.378 -0.592 -0.617 0.679 -0.155 | -| omega_p | 0.015 0.015 -0.056 -0.017 1.000 -0.091 0.003 0.012 0.030 0.007 -0.000 0.503 0.013 0.012 0.022 -0.018 0.013 0.011 0.010 0.010 0.012 -0.004 -0.015 0.004 | -| rho_p | 0.019 0.031 0.131 -0.028 -0.091 1.000 0.007 0.026 0.090 0.011 0.020 0.237 0.001 0.016 0.071 -0.031 0.034 0.033 0.037 0.034 0.029 -0.128 -0.031 0.011 | -| p4160_p | 0.063 -0.080 -0.016 -0.116 0.003 0.007 1.000 -0.139 0.004 0.062 0.229 0.008 0.063 0.051 0.001 -0.015 0.083 -0.239 -0.029 0.256 0.155 -0.008 0.086 0.058 | -| DDstar_p | 0.675 0.729 -0.193 -0.820 0.012 0.026 -0.139 1.000 0.078 0.190 -0.196 0.094 0.677 0.640 -0.020 -0.804 0.420 0.339 0.313 0.213 0.424 0.524 -0.685 0.143 | -| phi_s | 0.100 0.088 -0.009 -0.095 0.030 0.090 0.004 0.078 1.000 0.036 -0.020 0.041 0.092 0.076 0.616 -0.104 0.055 0.048 0.038 0.039 0.060 0.102 -0.089 0.015 | -| psi2s_p | 0.301 0.401 -0.086 -0.384 0.007 0.011 0.062 0.190 0.036 1.000 0.162 0.043 0.302 0.250 -0.007 -0.347 0.074 0.168 0.122 0.152 0.168 0.259 -0.242 0.058 | -| jpsi_p | -0.035 -0.084 0.007 -0.101 -0.000 0.020 0.229 -0.196 -0.020 0.162 1.000 -0.006 -0.026 -0.047 -0.001 0.025 0.148 0.025 -0.013 0.097 0.076 0.057 0.074 -0.048 | -| omega_s | 0.120 0.106 -0.283 -0.111 0.503 0.237 0.008 0.094 0.041 0.043 -0.006 1.000 0.103 0.087 -0.009 -0.123 0.073 0.064 0.056 0.055 0.076 0.067 -0.105 0.020 | -| bplus_1 | 0.672 0.786 -0.225 -0.775 0.013 0.001 0.063 0.677 0.092 0.302 -0.026 0.103 1.000 0.620 -0.024 -0.884 0.503 0.436 0.377 0.390 0.539 0.509 -0.747 0.123 | -| DDstar_s | 0.620 0.690 -0.178 -0.676 0.012 0.016 0.051 0.640 0.076 0.250 -0.047 0.087 0.620 1.000 -0.017 -0.771 0.456 0.357 0.322 0.303 0.466 0.508 -0.621 0.112 | -| phi_p | -0.029 -0.020 0.029 0.017 0.022 0.071 0.001 -0.020 0.616 -0.007 -0.001 -0.009 -0.024 -0.017 1.000 0.023 -0.009 -0.007 -0.005 -0.005 -0.011 -0.041 0.017 -0.002 | -| Dbar_s | -0.883 -0.888 0.252 0.878 -0.018 -0.031 -0.015 -0.804 -0.104 -0.347 0.025 -0.123 -0.884 -0.771 0.023 1.000 -0.582 -0.529 -0.466 -0.404 -0.591 -0.657 0.850 -0.208 | -| p3770_s | 0.503 0.508 -0.146 -0.614 0.013 0.034 0.083 0.420 0.055 0.074 0.148 0.073 0.503 0.456 -0.009 -0.582 1.000 0.379 0.291 0.277 0.345 0.390 -0.547 0.123 | -| p4040_s | 0.432 0.539 -0.124 -0.440 0.011 0.033 -0.239 0.339 0.048 0.168 0.025 0.064 0.436 0.357 -0.007 -0.529 0.379 1.000 0.219 0.124 0.256 0.345 -0.452 0.157 | -| p4160_s | 0.374 0.469 -0.107 -0.388 0.010 0.037 -0.029 0.313 0.038 0.122 -0.013 0.056 0.377 0.322 -0.005 -0.466 0.291 0.219 1.000 0.075 0.484 0.267 -0.390 0.256 | -| p4415_p | 0.385 0.323 -0.105 -0.378 0.010 0.034 0.256 0.213 0.039 0.152 0.097 0.055 0.390 0.303 -0.005 -0.404 0.277 0.124 0.075 1.000 0.338 0.187 -0.295 0.031 | -| p4040_p | 0.536 0.465 -0.153 -0.592 0.012 0.029 0.155 0.424 0.060 0.168 0.076 0.076 0.539 0.466 -0.011 -0.591 0.345 0.256 0.484 0.338 1.000 0.374 -0.434 0.161 | -| bplus_2 | 0.509 0.439 -0.190 -0.617 -0.004 -0.128 -0.008 0.524 0.102 0.259 0.057 0.067 0.509 0.508 -0.041 -0.657 0.390 0.345 0.267 0.187 0.374 1.000 -0.562 0.168 | -| p3770_p | -0.741 -0.748 0.210 0.679 -0.015 -0.031 0.086 -0.685 -0.089 -0.242 0.074 -0.105 -0.747 -0.621 0.017 0.850 -0.547 -0.452 -0.390 -0.295 -0.434 -0.562 1.000 -0.192 | -| p4415_s | 0.123 0.265 -0.039 -0.155 0.004 0.011 0.058 0.143 0.015 0.058 -0.048 0.020 0.123 0.112 -0.002 -0.208 0.123 0.157 0.256 0.031 0.161 0.168 -0.192 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01195501543100641}), (, {'error': 0.23818367870741497}), (, {'error': 0.2917062266428172}), (, {'error': 0.627638815847654}), (, {'error': 1.0342695499401597}), (, {'error': 0.30427859517715916}), (, {'error': 0.07741901730454881}), (, {'error': 0.5211622550204664}), (, {'error': 0.9368953393796051}), (, {'error': 0.02976554493926553}), (, {'error': 0.022578601198819825}), (, {'error': 0.9700091360120155}), (, {'error': 0.023864522226591633}), (, {'error': 0.38288692083389786}), (, {'error': 0.21180895682046197}), (, {'error': 0.493709852719023}), (, {'error': 0.24383971537308424}), (, {'error': 0.162114930129638}), (, {'error': 0.14752765989186956}), (, {'error': 0.16524034664746168}), (, {'error': 0.2592561373200093}), (, {'error': 0.06500418681272757}), (, {'error': 0.16703429082447485}), (, {'error': 0.1576059282111636})]) -Toy 13/25 -Time taken: 1 h, 13 min -Projected time left: 1 h, 7 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1252 (1252 total) | -| EDM = 5.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297295.65098396933 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.472 | 0.020 | | | -2 | 2 | | -| 1 | Ctt | -0.44 | 0.21 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -4.17 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.15 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 2.06 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.924 | 0.032 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.651 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.11 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 3.86 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -2.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | -2.69 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.09 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.003 0.253 0.035 0.010 -0.004 0.018 0.017 -0.010 -0.004 -0.054 -0.075 -0.844 0.000 0.012 0.001 0.051 0.027 0.047 0.028 0.020 0.038 0.034 0.016 | -| Ctt | 0.003 1.000 0.034 -0.292 0.000 -0.034 -0.405 -0.112 -0.044 0.168 0.202 -0.039 -0.183 0.001 -0.009 0.009 -0.178 0.346 0.270 0.007 -0.302 0.702 -0.261 0.174 | -| rho_s | 0.253 0.034 1.000 0.048 0.044 -0.165 0.006 0.055 0.040 0.012 0.003 -0.384 -0.168 -0.001 0.054 -0.000 0.029 0.029 0.040 0.021 0.007 0.077 0.025 0.022 | -| Dbar_p | 0.035 -0.292 0.048 1.000 0.001 -0.007 0.088 -0.058 -0.004 0.035 0.298 -0.017 0.192 0.004 0.002 0.016 0.030 -0.095 -0.067 -0.058 -0.012 -0.093 0.378 0.046 | -| omega_p | 0.010 0.000 0.044 0.001 1.000 -0.006 0.001 0.002 -0.010 0.001 0.005 -0.215 -0.007 -0.000 -0.005 -0.000 0.001 0.000 0.000 0.000 0.000 -0.002 0.002 0.001 | -| rho_p | -0.004 -0.034 -0.165 -0.007 -0.006 1.000 0.002 0.004 -0.040 0.000 0.029 -0.077 -0.002 -0.000 -0.037 -0.000 -0.008 -0.017 -0.023 -0.018 -0.003 -0.087 0.005 0.000 | -| p4160_p | 0.018 -0.405 0.006 0.088 0.001 0.002 1.000 0.248 -0.002 -0.136 0.019 -0.002 0.019 0.033 -0.002 0.025 0.005 -0.559 -0.200 0.267 0.247 -0.072 0.260 -0.113 | -| DDstar_p | 0.017 -0.112 0.055 -0.058 0.002 0.004 0.248 1.000 0.010 0.037 0.233 -0.010 0.334 0.022 0.002 0.001 0.173 -0.113 -0.053 -0.003 0.129 -0.240 0.269 -0.006 | -| phi_s | -0.010 -0.044 0.040 -0.004 -0.010 -0.040 -0.002 0.010 1.000 -0.003 0.005 -0.021 0.015 -0.000 0.707 -0.000 -0.012 -0.020 -0.026 -0.023 -0.007 -0.096 0.003 0.002 | -| psi2s_p | -0.004 0.168 0.012 0.035 0.001 0.000 -0.136 0.037 -0.003 1.000 0.005 -0.004 0.061 0.022 -0.003 0.024 -0.404 -0.023 -0.074 -0.107 -0.226 -0.020 0.032 0.044 | -| jpsi_p | -0.054 0.202 0.003 0.298 0.005 0.029 0.019 0.233 0.005 0.005 1.000 0.009 0.101 0.042 -0.024 0.037 0.003 -0.032 -0.029 -0.015 -0.063 0.119 0.124 -0.009 | -| omega_s | -0.075 -0.039 -0.384 -0.017 -0.215 -0.077 -0.002 -0.010 -0.021 -0.004 0.009 1.000 0.052 0.000 -0.061 -0.000 -0.015 -0.021 -0.028 -0.021 -0.005 -0.087 -0.004 -0.005 | -| bplus_1 | -0.844 -0.183 -0.168 0.192 -0.007 -0.002 0.019 0.334 0.015 0.061 0.101 0.052 1.000 -0.008 -0.003 -0.004 0.076 0.012 0.012 -0.066 0.008 -0.338 0.124 0.142 | -| DDstar_s | 0.000 0.001 -0.001 0.004 -0.000 -0.000 0.033 0.022 -0.000 0.022 0.042 0.000 -0.008 1.000 0.000 -0.001 0.017 0.006 0.007 0.024 0.021 0.009 0.015 -0.002 | -| phi_p | 0.012 -0.009 0.054 0.002 -0.005 -0.037 -0.002 0.002 0.707 -0.003 -0.024 -0.061 -0.003 0.000 1.000 0.000 -0.001 -0.001 -0.001 -0.003 -0.001 -0.006 -0.002 0.001 | -| Dbar_s | 0.001 0.009 -0.000 0.016 -0.000 -0.000 0.025 0.001 -0.000 0.024 0.037 -0.000 -0.004 -0.001 0.000 1.000 0.022 0.001 0.003 0.014 0.019 0.005 0.025 -0.002 | -| p3770_s | 0.051 -0.178 0.029 0.030 0.001 -0.008 0.005 0.173 -0.012 -0.404 0.003 -0.015 0.076 0.017 -0.001 0.022 1.000 0.091 0.014 -0.017 -0.050 -0.103 -0.198 0.030 | -| p4040_s | 0.027 0.346 0.029 -0.095 0.000 -0.017 -0.559 -0.113 -0.020 -0.023 -0.032 -0.021 0.012 0.006 -0.001 0.001 0.091 1.000 0.110 -0.190 -0.225 0.101 -0.157 0.218 | -| p4160_s | 0.047 0.270 0.040 -0.067 0.000 -0.023 -0.200 -0.053 -0.026 -0.074 -0.029 -0.028 0.012 0.007 -0.001 0.003 0.014 0.110 1.000 -0.130 0.282 0.129 -0.073 0.346 | -| p4415_p | 0.028 0.007 0.021 -0.058 0.000 -0.018 0.267 -0.003 -0.023 -0.107 -0.015 -0.021 -0.066 0.024 -0.003 0.014 -0.017 -0.190 -0.130 1.000 0.139 0.168 0.050 -0.138 | -| p4040_p | 0.020 -0.302 0.007 -0.012 0.000 -0.003 0.247 0.129 -0.007 -0.226 -0.063 -0.005 0.008 0.021 -0.001 0.019 -0.050 -0.225 0.282 0.139 1.000 -0.060 0.183 -0.013 | -| bplus_2 | 0.038 0.702 0.077 -0.093 -0.002 -0.087 -0.072 -0.240 -0.096 -0.020 0.119 -0.087 -0.338 0.009 -0.006 0.005 -0.103 0.101 0.129 0.168 -0.060 1.000 -0.116 -0.132 | -| p3770_p | 0.034 -0.261 0.025 0.378 0.002 0.005 0.260 0.269 0.003 0.032 0.124 -0.004 0.124 0.015 -0.002 0.025 -0.198 -0.157 -0.073 0.050 0.183 -0.116 1.000 -0.065 | -| p4415_s | 0.016 0.174 0.022 0.046 0.001 0.000 -0.113 -0.006 0.002 0.044 -0.009 -0.005 0.142 -0.002 0.001 -0.002 0.030 0.218 0.346 -0.138 -0.013 -0.132 -0.065 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.020231400316825354}), (, {'error': 0.21157350555660237}), (, {'error': 0.3325930906375347}), (, {'error': 0.2959678755384325}), (, {'error': 0.18781487241971906}), (, {'error': 0.32049653166405}), (, {'error': 0.09677388249617902}), (, {'error': 0.2964642058485216}), (, {'error': 1.1013125130415293}), (, {'error': 0.0315796792584484}), (, {'error': 0.027323572193419743}), (, {'error': 0.8621849674402657}), (, {'error': 0.040774203301302325}), (, {'error': 0.01642205397262836}), (, {'error': 0.267107230093945}), (, {'error': 0.014512783745355862}), (, {'error': 0.2310031598725022}), (, {'error': 0.17290570707820174}), (, {'error': 0.1678057500659258}), (, {'error': 0.18605587486319486}), (, {'error': 0.2014991764718237}), (, {'error': 0.08596477654597479}), (, {'error': 0.10074406899673805}), (, {'error': 0.19743569324188642})]) -Toy 14/25 -Time taken: 1 h, 18 min -Projected time left: 1 h, 1 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1251 (1251 total) | -| EDM = 0.002 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297263.870860185 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.475 | 0.016 | | | -2 | 2 | | -| 1 | Ctt | -0.018 | 0.225 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 5.6 | 1.0 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.3 | 1.9 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.07 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -5.1 | 1.0 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 20.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.56 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 5.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.97 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 14| phi_p | 0.84 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.14 | 0.38 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.3 | 0.3 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.005 | 0.026 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.38 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.02 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.09 | 0.11 | | | -2 | 2 | | -| 22| p3770_p | -3.14 | 0.19 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.043 0.297 0.008 0.026 0.031 0.130 0.317 0.002 0.035 0.074 -0.118 -0.264 0.226 0.036 -0.131 0.146 0.012 -0.076 -0.053 -0.007 -0.216 0.206 -0.033 | -| Ctt | 0.043 1.000 0.046 0.088 0.004 0.062 0.208 0.419 -0.011 0.449 0.093 -0.011 0.137 0.042 0.003 -0.612 0.308 0.010 0.076 0.097 -0.020 0.134 0.255 0.009 | -| rho_s | 0.297 0.046 1.000 0.013 0.052 0.061 0.110 0.270 0.038 0.039 0.049 -0.482 0.113 0.189 0.159 -0.134 0.113 0.011 -0.099 -0.057 -0.005 -0.242 0.168 -0.045 | -| Dbar_p | 0.008 0.088 0.013 1.000 0.005 0.007 -0.384 0.092 -0.006 -0.340 -0.579 -0.007 0.010 0.278 -0.013 0.200 -0.272 -0.020 0.097 -0.209 0.023 0.075 -0.436 0.051 | -| omega_p | 0.026 0.004 0.052 0.005 1.000 0.096 0.006 0.022 -0.006 0.000 0.002 -0.362 0.009 0.016 0.020 -0.007 0.007 0.001 -0.007 -0.007 -0.000 -0.019 0.012 -0.003 | -| rho_p | 0.031 0.062 0.061 0.007 0.096 1.000 -0.033 -0.008 -0.170 -0.028 -0.033 0.210 0.010 0.009 -0.262 0.060 -0.021 -0.003 0.075 0.025 0.001 0.230 -0.020 0.027 | -| p4160_p | 0.130 0.208 0.110 -0.384 0.006 -0.033 1.000 0.509 0.039 0.436 0.625 -0.044 0.299 0.330 0.041 -0.696 0.574 0.060 -0.298 0.375 -0.043 -0.386 0.641 -0.215 | -| DDstar_p | 0.317 0.419 0.270 0.092 0.022 -0.008 0.509 1.000 0.055 0.264 0.244 -0.105 0.734 0.554 0.054 -0.712 0.535 0.049 -0.360 -0.060 -0.032 -0.663 0.616 -0.266 | -| phi_s | 0.002 -0.011 0.038 -0.006 -0.006 -0.170 0.039 0.055 1.000 0.025 0.013 -0.050 0.036 0.030 0.558 -0.063 0.032 0.004 -0.059 -0.021 -0.002 -0.158 0.042 -0.025 | -| psi2s_p | 0.035 0.449 0.039 -0.340 0.000 -0.028 0.436 0.264 0.025 1.000 0.515 -0.016 0.116 0.050 0.026 -0.595 0.285 0.025 -0.130 0.196 -0.027 -0.194 0.405 -0.111 | -| jpsi_p | 0.074 0.093 0.049 -0.579 0.002 -0.033 0.625 0.244 0.013 0.515 1.000 -0.025 0.148 0.114 0.024 -0.586 0.553 0.037 -0.183 0.300 -0.041 -0.327 0.509 -0.182 | -| omega_s | -0.118 -0.011 -0.482 -0.007 -0.362 0.210 -0.044 -0.105 -0.050 -0.016 -0.025 1.000 -0.035 -0.073 -0.150 0.054 -0.044 -0.005 0.045 0.026 0.002 0.119 -0.067 0.019 | -| bplus_1 | -0.264 0.137 0.113 0.010 0.009 0.010 0.299 0.734 0.036 0.116 0.148 -0.035 1.000 0.502 0.018 -0.376 0.326 0.030 -0.246 -0.143 -0.016 -0.619 0.447 -0.109 | -| DDstar_s | 0.226 0.042 0.189 0.278 0.016 0.009 0.330 0.554 0.030 0.050 0.114 -0.073 0.502 1.000 0.033 -0.157 0.220 0.026 -0.183 0.000 -0.014 -0.400 0.328 -0.144 | -| phi_p | 0.036 0.003 0.159 -0.013 0.020 -0.262 0.041 0.054 0.558 0.026 0.024 -0.150 0.018 0.033 1.000 -0.055 0.036 0.004 -0.043 -0.011 -0.002 -0.115 0.047 -0.020 | -| Dbar_s | -0.131 -0.612 -0.134 0.200 -0.007 0.060 -0.696 -0.712 -0.063 -0.595 -0.586 0.054 -0.376 -0.157 -0.055 1.000 -0.721 -0.051 0.262 -0.232 0.053 0.485 -0.617 0.264 | -| p3770_s | 0.146 0.308 0.113 -0.272 0.007 -0.021 0.574 0.535 0.032 0.285 0.553 -0.044 0.326 0.220 0.036 -0.721 1.000 0.036 -0.183 0.195 -0.038 -0.413 0.411 -0.189 | -| p4040_s | 0.012 0.010 0.011 -0.020 0.001 -0.003 0.060 0.049 0.004 0.025 0.037 -0.005 0.030 0.026 0.004 -0.051 0.036 1.000 -0.002 0.024 -0.215 -0.036 0.049 -0.020 | -| p4160_s | -0.076 0.076 -0.099 0.097 -0.007 0.075 -0.298 -0.360 -0.059 -0.130 -0.183 0.045 -0.246 -0.183 -0.043 0.262 -0.183 -0.002 1.000 -0.174 -0.009 0.336 -0.282 0.388 | -| p4415_p | -0.053 0.097 -0.057 -0.209 -0.007 0.025 0.375 -0.060 -0.021 0.196 0.300 0.026 -0.143 0.000 -0.011 -0.232 0.195 0.024 -0.174 1.000 -0.023 0.134 0.168 -0.145 | -| p4040_p | -0.007 -0.020 -0.005 0.023 -0.000 0.001 -0.043 -0.032 -0.002 -0.027 -0.041 0.002 -0.016 -0.014 -0.002 0.053 -0.038 -0.215 -0.009 -0.023 1.000 0.022 -0.042 0.008 | -| bplus_2 | -0.216 0.134 -0.242 0.075 -0.019 0.230 -0.386 -0.663 -0.158 -0.194 -0.327 0.119 -0.619 -0.400 -0.115 0.485 -0.413 -0.036 0.336 0.134 0.022 1.000 -0.452 0.135 | -| p3770_p | 0.206 0.255 0.168 -0.436 0.012 -0.020 0.641 0.616 0.042 0.405 0.509 -0.067 0.447 0.328 0.047 -0.617 0.411 0.049 -0.282 0.168 -0.042 -0.452 1.000 -0.235 | -| p4415_s | -0.033 0.009 -0.045 0.051 -0.003 0.027 -0.215 -0.266 -0.025 -0.111 -0.182 0.019 -0.109 -0.144 -0.020 0.264 -0.189 -0.020 0.388 -0.145 0.008 0.135 -0.235 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.016163798840083787}), (, {'error': 0.22540938999544036}), (, {'error': 0.3264877065756353}), (, {'error': 1.0192635656115545}), (, {'error': 1.9170597340244804}), (, {'error': 0.4752956379107527}), (, {'error': 0.13859407264639367}), (, {'error': 1.0493266909132228}), (, {'error': 0.9671195590592667}), (, {'error': 0.042080761436374736}), (, {'error': 0.04115241555602189}), (, {'error': 1.0464575842845414}), (, {'error': 0.049452819307110985}), (, {'error': 0.48404398137614263}), (, {'error': 0.15508006521670614}), (, {'error': 0.38196667642199383}), (, {'error': 0.3395640196712798}), (, {'error': 0.026238092900353695}), (, {'error': 0.1554489010039981}), (, {'error': 0.1939912137745461}), (, {'error': 10.10001449352967}), (, {'error': 0.10926118072850943}), (, {'error': 0.18566766943741975}), (, {'error': 0.18726049807754003})]) -Toy 15/25 -Time taken: 1 h, 24 min -Projected time left: 56 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=806 (806 total) | -| EDM = 8.27E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297215.97304004873 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.420 | 0.003 | | | -2 | 2 | | -| 1 | Ctt | -0.88 | 0.10 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.19 | 0.19 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 2.13 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.21 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.61 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.82 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 5.18 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 22.3 | 0.6 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.892 | 0.018 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.685 | 0.015 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.7 | 0.6 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.798 | 0.006 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 14| phi_p | -5.45 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.26 | 0.15 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.005 | 1.137 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.04 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.229 | 0.026 | | | -2 | 2 | | -| 22| p3770_p | -2.47 | 0.06 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 0.126 | 0.012 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.209 -0.024 -0.154 -0.006 -0.058 0.147 -0.040 0.036 -0.110 0.060 0.008 -0.150 0.020 0.002 0.030 -0.151 0.297 0.190 -0.001 -0.296 -0.177 0.083 0.007 | -| Ctt | -0.209 1.000 0.008 -0.067 -0.000 -0.009 -0.404 -0.303 0.000 0.208 0.030 -0.003 -0.212 -0.006 0.006 -0.045 0.234 -0.749 -0.542 0.006 0.748 -0.051 -0.253 -0.017 | -| rho_s | -0.024 0.008 1.000 0.007 0.041 0.086 -0.002 0.011 -0.015 0.000 0.024 -0.220 0.006 -0.002 0.063 -0.002 -0.003 -0.001 -0.002 -0.000 0.001 0.036 0.002 -0.000 | -| Dbar_p | -0.154 -0.067 0.007 1.000 -0.001 -0.013 -0.017 -0.151 0.001 -0.013 0.145 -0.003 -0.153 0.011 0.007 0.011 -0.015 -0.007 -0.030 0.001 0.007 -0.121 0.111 -0.002 | -| omega_p | -0.006 -0.000 0.041 -0.001 1.000 -0.059 -0.001 -0.002 0.004 0.000 -0.006 0.192 -0.006 0.001 -0.008 0.000 0.001 -0.002 -0.001 0.000 0.002 -0.012 -0.002 -0.000 | -| rho_p | -0.058 -0.009 0.086 -0.013 -0.059 1.000 -0.003 -0.023 -0.023 0.006 -0.044 0.110 -0.060 0.004 -0.101 0.002 0.007 -0.013 -0.007 0.000 0.013 -0.119 -0.014 0.000 | -| p4160_p | 0.147 -0.404 -0.002 -0.017 -0.001 -0.003 1.000 0.252 0.002 -0.127 0.034 0.000 0.154 0.019 -0.002 0.049 -0.174 0.405 0.302 -0.008 -0.403 -0.132 0.166 0.010 | -| DDstar_p | -0.040 -0.303 0.011 -0.151 -0.002 -0.023 0.252 1.000 0.009 -0.108 0.119 -0.002 -0.040 0.020 0.004 0.032 -0.145 0.456 0.321 -0.002 -0.455 -0.117 0.197 0.010 | -| phi_s | 0.036 0.000 -0.015 0.001 0.004 -0.023 0.002 0.009 1.000 -0.009 0.016 0.002 0.025 -0.000 0.234 0.000 -0.010 0.011 0.005 -0.000 -0.011 0.055 0.006 0.000 | -| psi2s_p | -0.110 0.208 0.000 -0.013 0.000 0.006 -0.127 -0.108 -0.009 1.000 -0.045 -0.003 -0.110 0.031 0.000 0.014 -0.120 -0.211 -0.193 0.003 0.211 0.038 -0.052 -0.005 | -| jpsi_p | 0.060 0.030 0.024 0.145 -0.006 -0.044 0.034 0.119 0.016 -0.045 1.000 -0.002 0.054 0.027 -0.004 0.027 -0.026 0.067 0.042 -0.000 -0.067 0.013 0.027 0.002 | -| omega_s | 0.008 -0.003 -0.220 -0.003 0.192 0.110 0.000 -0.002 0.002 -0.003 -0.002 1.000 0.001 0.001 -0.028 0.001 -0.004 0.003 0.001 0.000 -0.003 0.006 0.000 0.000 | -| bplus_1 | -0.150 -0.212 0.006 -0.153 -0.006 -0.060 0.154 -0.040 0.025 -0.110 0.054 0.001 1.000 0.020 0.005 0.030 -0.155 0.305 0.197 -0.001 -0.304 -0.175 0.080 0.007 | -| DDstar_s | 0.020 -0.006 -0.002 0.011 0.001 0.004 0.019 0.020 -0.000 0.031 0.027 0.001 0.020 1.000 0.000 -0.005 0.019 -0.000 0.008 -0.001 0.000 0.007 0.006 0.001 | -| phi_p | 0.002 0.006 0.063 0.007 -0.008 -0.101 -0.002 0.004 0.234 0.000 -0.004 -0.028 0.005 0.000 1.000 -0.000 0.003 -0.004 -0.002 0.000 0.004 0.004 -0.000 -0.000 | -| Dbar_s | 0.030 -0.045 -0.002 0.011 0.000 0.002 0.049 0.032 0.000 0.014 0.027 0.001 0.030 -0.005 -0.000 1.000 -0.000 0.073 0.058 -0.001 -0.072 -0.000 0.037 0.002 | -| p3770_s | -0.151 0.234 -0.003 -0.015 0.001 0.007 -0.174 -0.145 -0.010 -0.120 -0.026 -0.004 -0.155 0.019 0.003 -0.000 1.000 -0.392 -0.294 0.004 0.391 0.024 -0.207 -0.008 | -| p4040_s | 0.297 -0.749 -0.001 -0.007 -0.002 -0.013 0.405 0.456 0.011 -0.211 0.067 0.003 0.305 -0.000 -0.004 0.073 -0.392 1.000 0.785 -0.011 -0.997 -0.174 0.288 0.020 | -| p4160_s | 0.190 -0.542 -0.002 -0.030 -0.001 -0.007 0.302 0.321 0.005 -0.193 0.042 0.001 0.197 0.008 -0.002 0.058 -0.294 0.785 1.000 -0.010 -0.783 -0.170 0.226 0.011 | -| p4415_p | -0.001 0.006 -0.000 0.001 0.000 0.000 -0.008 -0.002 -0.000 0.003 -0.000 0.000 -0.001 -0.001 0.000 -0.001 0.004 -0.011 -0.010 1.000 0.011 0.002 -0.003 -0.008 | -| p4040_p | -0.296 0.748 0.001 0.007 0.002 0.013 -0.403 -0.455 -0.011 0.211 -0.067 -0.003 -0.304 0.000 0.004 -0.072 0.391 -0.997 -0.783 0.011 1.000 0.174 -0.287 -0.020 | -| bplus_2 | -0.177 -0.051 0.036 -0.121 -0.012 -0.119 -0.132 -0.117 0.055 0.038 0.013 0.006 -0.175 0.007 0.004 -0.000 0.024 -0.174 -0.170 0.002 0.174 1.000 -0.065 -0.008 | -| p3770_p | 0.083 -0.253 0.002 0.111 -0.002 -0.014 0.166 0.197 0.006 -0.052 0.027 0.000 0.080 0.006 -0.000 0.037 -0.207 0.288 0.226 -0.003 -0.287 -0.065 1.000 0.007 | -| p4415_s | 0.007 -0.017 -0.000 -0.002 -0.000 0.000 0.010 0.010 0.000 -0.005 0.002 0.000 0.007 0.001 -0.000 0.002 -0.008 0.020 0.011 -0.008 -0.020 -0.008 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.002911812359719601}), (, {'error': 0.10119880446742968}), (, {'error': 0.1932463907278722}), (, {'error': 0.11569692070528426}), (, {'error': 0.1463356964006568}), (, {'error': 0.1992966539082781}), (, {'error': 0.0629407270080673}), (, {'error': 0.11318612471477962}), (, {'error': 0.612401387728152}), (, {'error': 0.018383047353460746}), (, {'error': 0.01474298062270396}), (, {'error': 0.6310559239788587}), (, {'error': 0.0056182656093395344}), (, {'error': 0.013599986865288016}), (, {'error': 0.0897771241891645}), (, {'error': 0.011845913840777655}), (, {'error': 0.1476119867341943}), (, {'error': 1.136510981798138}), (, {'error': 0.14809940773243968}), (, {'error': 0.06426348555795247}), (, {'error': 9.234095329149863}), (, {'error': 0.02643539006210105}), (, {'error': 0.06444117065826105}), (, {'error': 0.012231812877928919})]) -Toy 16/25 -Time taken: 1 h, 28 min -Projected time left: 49 min, 48 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1391 (1391 total) | -| EDM = 3.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297123.09154318454 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.407 | 0.016 | | | -2 | 2 | | -| 1 | Ctt | -0.25 | 0.21 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -4.40 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -6.11 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.08 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.602 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.77 | 0.03 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| phi_p | -0.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.62 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.31 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -2.27 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.16 | 0.08 | | | -2 | 2 | | -| 22| p3770_p | -2.71 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.11 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.021 0.197 0.014 0.007 -0.222 0.021 -0.009 -0.034 -0.007 -0.067 -0.162 -0.826 0.000 -0.002 0.001 0.048 0.021 0.033 0.018 0.022 0.016 0.029 0.015 | -| Ctt | -0.021 1.000 0.056 -0.344 -0.000 0.096 -0.374 -0.110 -0.031 0.206 0.189 0.015 -0.175 -0.000 0.001 0.004 -0.146 0.343 0.282 -0.063 -0.326 0.683 -0.247 0.212 | -| rho_s | 0.197 0.056 1.000 0.045 0.023 0.231 0.002 0.038 0.102 0.006 -0.044 -0.180 -0.114 -0.000 0.108 0.001 0.031 0.041 0.051 0.022 0.003 0.145 0.016 0.029 | -| Dbar_p | 0.014 -0.344 0.045 1.000 0.001 -0.016 0.007 -0.095 -0.006 -0.060 0.178 -0.021 0.227 0.007 0.001 0.023 -0.036 -0.118 -0.080 -0.100 -0.039 -0.101 0.335 -0.003 | -| omega_p | 0.007 -0.000 0.023 0.001 1.000 -0.010 0.000 0.001 -0.005 0.001 0.003 -0.095 -0.005 -0.000 -0.002 -0.000 0.001 0.000 0.000 -0.000 0.000 -0.001 0.001 0.000 | -| rho_p | -0.222 0.096 0.231 -0.016 -0.010 1.000 -0.013 -0.062 0.163 -0.008 -0.127 0.522 0.165 0.001 0.142 0.001 0.005 0.046 0.049 0.046 -0.006 0.252 -0.046 0.009 | -| p4160_p | 0.021 -0.374 0.002 0.007 0.000 -0.013 1.000 0.272 -0.003 -0.141 0.002 -0.007 0.013 0.037 -0.003 0.028 0.009 -0.544 -0.219 0.287 0.324 -0.066 0.237 -0.027 | -| DDstar_p | -0.009 -0.110 0.038 -0.095 0.001 -0.062 0.272 1.000 0.003 0.039 0.244 -0.036 0.373 0.026 -0.002 -0.002 0.197 -0.121 -0.071 0.034 0.192 -0.253 0.299 -0.061 | -| phi_s | -0.034 -0.031 0.102 -0.006 -0.005 0.163 -0.003 0.003 1.000 -0.005 -0.014 0.049 0.034 0.000 0.732 -0.000 -0.012 -0.015 -0.018 -0.013 -0.004 -0.057 -0.005 -0.007 | -| psi2s_p | -0.007 0.206 0.006 -0.060 0.001 -0.008 -0.141 0.039 -0.005 1.000 -0.023 -0.006 0.040 0.024 -0.005 0.025 -0.395 -0.030 -0.055 -0.099 -0.207 -0.003 0.032 0.008 | -| jpsi_p | -0.067 0.189 -0.044 0.178 0.003 -0.127 0.002 0.244 -0.014 -0.023 1.000 -0.046 0.099 0.050 -0.044 0.047 -0.005 -0.048 -0.047 -0.013 -0.055 0.062 0.087 -0.036 | -| omega_s | -0.162 0.015 -0.180 -0.021 -0.095 0.522 -0.007 -0.036 0.049 -0.006 -0.046 1.000 0.114 0.000 0.003 -0.000 -0.010 0.004 0.001 0.009 -0.005 0.049 -0.026 -0.007 | -| bplus_1 | -0.826 -0.175 -0.114 0.227 -0.005 0.165 0.013 0.373 0.034 0.040 0.099 0.114 1.000 -0.007 0.010 -0.001 0.076 0.008 0.023 -0.111 0.015 -0.323 0.146 0.101 | -| DDstar_s | 0.000 -0.000 -0.000 0.007 -0.000 0.001 0.037 0.026 0.000 0.024 0.050 0.000 -0.007 1.000 0.000 -0.001 0.020 0.008 0.008 0.025 0.025 0.009 0.020 0.001 | -| phi_p | -0.002 0.001 0.108 0.001 -0.002 0.142 -0.003 -0.002 0.732 -0.005 -0.044 0.003 0.010 0.000 1.000 0.001 0.001 0.005 0.006 0.003 -0.002 0.026 -0.007 0.002 | -| Dbar_s | 0.001 0.004 0.001 0.023 -0.000 0.001 0.028 -0.002 -0.000 0.025 0.047 -0.000 -0.001 -0.001 0.001 1.000 0.024 -0.000 0.002 0.014 0.023 0.005 0.035 0.000 | -| p3770_s | 0.048 -0.146 0.031 -0.036 0.001 0.005 0.009 0.197 -0.012 -0.395 -0.005 -0.010 0.076 0.020 0.001 0.024 1.000 0.097 0.025 -0.009 -0.043 -0.082 -0.228 0.012 | -| p4040_s | 0.021 0.343 0.041 -0.118 0.000 0.046 -0.544 -0.121 -0.015 -0.030 -0.048 0.004 0.008 0.008 0.005 -0.000 0.097 1.000 0.179 -0.241 -0.248 0.117 -0.158 0.165 | -| p4160_s | 0.033 0.282 0.051 -0.080 0.000 0.049 -0.219 -0.071 -0.018 -0.055 -0.047 0.001 0.023 0.008 0.006 0.002 0.025 0.179 1.000 -0.260 0.236 0.127 -0.088 0.281 | -| p4415_p | 0.018 -0.063 0.022 -0.100 -0.000 0.046 0.287 0.034 -0.013 -0.099 -0.013 0.009 -0.111 0.025 0.003 0.014 -0.009 -0.241 -0.260 1.000 0.164 0.191 0.071 -0.144 | -| p4040_p | 0.022 -0.326 0.003 -0.039 0.000 -0.006 0.324 0.192 -0.004 -0.207 -0.055 -0.005 0.015 0.025 -0.002 0.023 -0.043 -0.248 0.236 0.164 1.000 -0.080 0.198 -0.009 | -| bplus_2 | 0.016 0.683 0.145 -0.101 -0.001 0.252 -0.066 -0.253 -0.057 -0.003 0.062 0.049 -0.323 0.009 0.026 0.005 -0.082 0.117 0.127 0.191 -0.080 1.000 -0.115 -0.032 | -| p3770_p | 0.029 -0.247 0.016 0.335 0.001 -0.046 0.237 0.299 -0.005 0.032 0.087 -0.026 0.146 0.020 -0.007 0.035 -0.228 -0.158 -0.088 0.071 0.198 -0.115 1.000 -0.076 | -| p4415_s | 0.015 0.212 0.029 -0.003 0.000 0.009 -0.027 -0.061 -0.007 0.008 -0.036 -0.007 0.101 0.001 0.002 0.000 0.012 0.165 0.281 -0.144 -0.009 -0.032 -0.076 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01636692158389641}), (, {'error': 0.2126828025222276}), (, {'error': 0.3655316032873922}), (, {'error': 0.30996786154713796}), (, {'error': 0.1136405530791329}), (, {'error': 0.26115829778883715}), (, {'error': 0.09965811315288775}), (, {'error': 0.3181675735577909}), (, {'error': 1.165754874717778}), (, {'error': 0.031888652323071476}), (, {'error': 0.026698293249068694}), (, {'error': 0.9804923964957024}), (, {'error': 0.034921623275598224}), (, {'error': 0.018395589726616174}), (, {'error': 0.27902615170826905}), (, {'error': 0.016481399781812178}), (, {'error': 0.22629026613985959}), (, {'error': 0.16867221176680958}), (, {'error': 0.16993867746082603}), (, {'error': 0.19113720252904987}), (, {'error': 0.16338039805659776}), (, {'error': 0.07603286330770553}), (, {'error': 0.09186056034900636}), (, {'error': 0.1887197325549072})]) -Toy 17/25 -Time taken: 1 h, 34 min -Projected time left: 44 min, 24 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=2047 (2047 total) | -| EDM = 0.000112 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297017.44218267733 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.479 | 0.021 | | | -2 | 2 | | -| 1 | Ctt | -0.10 | 0.25 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 1.7 | 1.0 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.15 | 0.32 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.20 | 0.36 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.86 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 7.5 | 1.3 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.88 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.26 | 0.42 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.75 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.005 | 0.023 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.34 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.15 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | -2.76 | 0.19 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.096 0.269 -0.143 -0.058 -0.053 0.038 0.007 -0.043 0.009 0.118 -0.133 -0.656 0.011 -0.004 0.112 0.054 0.002 0.015 -0.020 0.000 -0.072 0.129 0.040 | -| Ctt | -0.096 1.000 -0.100 0.742 0.015 0.012 -0.270 -0.117 0.009 0.213 -0.622 0.040 -0.501 -0.131 0.003 -0.527 -0.155 -0.021 0.391 0.260 -0.006 0.698 -0.608 0.029 | -| rho_s | 0.269 -0.100 1.000 -0.164 -0.042 0.159 0.017 0.003 -0.030 0.002 0.102 -0.309 -0.072 -0.000 -0.007 0.121 0.019 0.001 -0.004 -0.041 0.002 -0.023 0.128 0.044 | -| Dbar_p | -0.143 0.742 -0.164 1.000 0.005 -0.102 -0.123 -0.069 0.058 0.076 -0.577 0.039 -0.592 -0.195 0.004 -0.717 -0.043 -0.010 0.227 0.319 -0.013 0.325 -0.782 -0.146 | -| omega_p | -0.058 0.015 -0.042 0.005 1.000 0.095 0.003 0.002 0.049 0.002 -0.009 0.686 0.042 0.005 -0.000 -0.000 0.003 -0.000 0.009 0.013 -0.000 0.049 -0.007 -0.004 | -| rho_p | -0.053 0.012 0.159 -0.102 0.095 1.000 0.026 -0.001 0.061 0.016 0.057 0.330 0.119 0.018 -0.008 0.079 0.028 0.001 0.053 0.035 -0.001 0.239 0.068 0.020 | -| p4160_p | 0.038 -0.270 0.017 -0.123 0.003 0.026 1.000 0.342 -0.020 0.006 0.333 -0.002 0.033 0.044 -0.001 0.292 0.158 0.026 -0.175 0.243 0.001 -0.054 0.281 -0.027 | -| DDstar_p | 0.007 -0.117 0.003 -0.069 0.002 -0.001 0.342 1.000 -0.003 0.162 0.314 -0.000 0.032 0.066 -0.001 -0.042 0.140 0.010 -0.011 0.149 -0.009 -0.070 0.122 -0.026 | -| phi_s | -0.043 0.009 -0.030 0.058 0.049 0.061 -0.020 -0.003 1.000 -0.011 -0.053 0.078 -0.007 -0.010 -0.220 -0.046 -0.022 -0.001 -0.020 -0.012 0.000 -0.080 -0.046 -0.012 | -| psi2s_p | 0.009 0.213 0.002 0.076 0.002 0.016 0.006 0.162 -0.011 1.000 0.117 0.001 -0.024 0.022 0.000 0.139 -0.293 -0.005 0.007 0.009 0.005 0.054 0.049 0.034 | -| jpsi_p | 0.118 -0.622 0.102 -0.577 -0.009 0.057 0.333 0.314 -0.053 0.117 1.000 -0.035 0.387 0.138 -0.000 0.672 0.236 0.015 -0.228 -0.129 0.001 -0.390 0.569 0.027 | -| omega_s | -0.133 0.040 -0.309 0.039 0.686 0.330 -0.002 -0.000 0.078 0.001 -0.035 1.000 0.073 0.005 0.008 -0.026 -0.002 -0.000 0.014 0.024 -0.001 0.071 -0.036 -0.013 | -| bplus_1 | -0.656 -0.501 -0.072 -0.592 0.042 0.119 0.033 0.032 -0.007 -0.024 0.387 0.073 1.000 -0.016 -0.001 0.459 0.038 0.004 -0.120 -0.249 0.008 -0.337 0.455 0.172 | -| DDstar_s | 0.011 -0.131 -0.000 -0.195 0.005 0.018 0.044 0.066 -0.010 0.022 0.138 0.005 -0.016 1.000 -0.000 0.138 -0.019 0.000 -0.015 0.009 0.001 0.017 0.101 0.023 | -| phi_p | -0.004 0.003 -0.007 0.004 -0.000 -0.008 -0.001 -0.001 -0.220 0.000 -0.000 0.008 -0.001 -0.000 1.000 -0.004 -0.000 -0.000 0.001 0.001 -0.000 0.001 -0.003 -0.001 | -| Dbar_s | 0.112 -0.527 0.121 -0.717 -0.000 0.079 0.292 -0.042 -0.046 0.139 0.672 -0.026 0.459 0.138 -0.004 1.000 0.226 0.016 -0.221 -0.189 0.003 -0.309 0.735 0.088 | -| p3770_s | 0.054 -0.155 0.019 -0.043 0.003 0.028 0.158 0.140 -0.022 -0.293 0.236 -0.002 0.038 -0.019 -0.000 0.226 1.000 0.001 0.011 0.044 -0.003 -0.084 -0.024 0.007 | -| p4040_s | 0.002 -0.021 0.001 -0.010 -0.000 0.001 0.026 0.010 -0.001 -0.005 0.015 -0.000 0.004 0.000 -0.000 0.016 0.001 1.000 0.012 0.009 -0.224 -0.006 0.017 -0.002 | -| p4160_s | 0.015 0.391 -0.004 0.227 0.009 0.053 -0.175 -0.011 -0.020 0.007 -0.228 0.014 -0.120 -0.015 0.001 -0.221 0.011 0.012 1.000 -0.091 -0.018 0.248 -0.220 0.297 | -| p4415_p | -0.020 0.260 -0.041 0.319 0.013 0.035 0.243 0.149 -0.012 0.009 -0.129 0.024 -0.249 0.009 0.001 -0.189 0.044 0.009 -0.091 1.000 -0.007 0.304 -0.178 -0.168 | -| p4040_p | 0.000 -0.006 0.002 -0.013 -0.000 -0.001 0.001 -0.009 0.000 0.005 0.001 -0.001 0.008 0.001 -0.000 0.003 -0.003 -0.224 -0.018 -0.007 1.000 -0.005 0.003 -0.003 | -| bplus_2 | -0.072 0.698 -0.023 0.325 0.049 0.239 -0.054 -0.070 -0.080 0.054 -0.390 0.071 -0.337 0.017 0.001 -0.309 -0.084 -0.006 0.248 0.304 -0.005 1.000 -0.281 -0.114 | -| p3770_p | 0.129 -0.608 0.128 -0.782 -0.007 0.068 0.281 0.122 -0.046 0.049 0.569 -0.036 0.455 0.101 -0.003 0.735 -0.024 0.017 -0.220 -0.178 0.003 -0.281 1.000 0.067 | -| p4415_s | 0.040 0.029 0.044 -0.146 -0.004 0.020 -0.027 -0.026 -0.012 0.034 0.027 -0.013 0.172 0.023 -0.001 0.088 0.007 -0.002 0.297 -0.168 -0.003 -0.114 0.067 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02125061883280588}), (, {'error': 0.25273379364916027}), (, {'error': 0.3310198070522229}), (, {'error': 0.9545418920880899}), (, {'error': 0.31935481865504123}), (, {'error': 0.36481639364751883}), (, {'error': 0.09468737261959248}), (, {'error': 0.7430173089325147}), (, {'error': 0.8259803471894944}), (, {'error': 0.03271614854373439}), (, {'error': 0.0368618112074901}), (, {'error': 1.2901717263977153}), (, {'error': 0.04856618403947566}), (, {'error': 0.1079638681549403}), (, {'error': 0.14668055942859315}), (, {'error': 0.42394268843839467}), (, {'error': 0.2377968510282249}), (, {'error': 0.022914785787272282}), (, {'error': 0.15914655983238402}), (, {'error': 0.21113584360275084}), (, {'error': 8.890308033261839}), (, {'error': 0.08978360256700435}), (, {'error': 0.18557499377198639}), (, {'error': 0.19008169888015009})]) -Toy 18/25 -Time taken: 1 h, 42 min -Projected time left: 39 min, 40 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1310 (1310 total) | -| EDM = 9.62E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297185.60229377524 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.48 | 0.04 | | | -2 | 2 | | -| 1 | Ctt | -0.81 | 0.21 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 4.94 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -0.32 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 5.65 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.30 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 15.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.893 | 0.032 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.654 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 5.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.89 | 0.07 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 14| phi_p | -0.48 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.36 | 0.22 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.03 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.15 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -1.93 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -2.11 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.32 | 0.10 | | | -2 | 2 | | -| 22| p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.043 -0.363 -0.067 0.047 -0.035 0.031 -0.136 0.079 -0.002 0.116 0.155 -0.922 -0.006 -0.035 -0.001 -0.012 -0.038 -0.033 0.020 0.006 -0.213 0.031 -0.044 | -| Ctt | 0.043 1.000 -0.048 -0.317 0.007 0.101 -0.339 -0.036 -0.043 0.217 0.274 0.020 0.071 -0.008 0.002 -0.003 -0.150 0.325 0.262 -0.039 -0.300 -0.664 -0.205 0.219 | -| rho_s | -0.363 -0.048 1.000 0.042 -0.157 0.095 -0.024 0.106 -0.029 -0.003 -0.009 -0.483 0.307 0.006 0.010 0.001 -0.005 -0.006 -0.008 -0.040 -0.013 0.164 0.004 0.020 | -| Dbar_p | -0.067 -0.317 0.042 1.000 -0.004 0.029 -0.017 -0.177 -0.015 -0.044 0.180 -0.016 -0.058 -0.004 0.007 0.024 -0.066 -0.103 -0.073 -0.087 -0.067 0.071 0.284 0.015 | -| omega_p | 0.047 0.007 -0.157 -0.004 1.000 -0.103 0.003 -0.015 0.026 -0.000 -0.009 0.444 -0.041 -0.001 0.014 0.000 0.001 0.003 0.003 0.007 0.001 -0.030 -0.002 -0.002 | -| rho_p | -0.035 0.101 0.095 0.029 -0.103 1.000 -0.010 0.005 0.095 0.002 -0.083 0.189 0.018 0.000 0.115 0.001 0.022 0.058 0.069 0.043 -0.003 -0.242 -0.016 0.028 | -| p4160_p | 0.031 -0.339 -0.024 -0.017 0.003 -0.010 1.000 -0.053 0.005 -0.125 -0.055 0.009 0.042 0.038 -0.004 0.026 -0.018 -0.491 -0.139 0.308 0.268 -0.023 0.152 -0.030 | -| DDstar_p | -0.136 -0.036 0.106 -0.177 -0.015 0.005 -0.053 1.000 -0.012 -0.159 -0.160 -0.043 -0.139 0.042 0.005 0.009 0.029 -0.178 -0.112 -0.184 -0.020 0.285 0.122 -0.047 | -| phi_s | 0.079 -0.043 -0.029 -0.015 0.026 0.095 0.005 -0.012 1.000 -0.003 0.013 0.057 -0.075 -0.000 0.530 -0.000 -0.012 -0.025 -0.029 -0.015 0.001 0.071 0.003 -0.015 | -| psi2s_p | -0.002 0.217 -0.003 -0.044 -0.000 0.002 -0.125 -0.159 -0.003 1.000 0.003 -0.000 0.037 0.017 -0.002 0.025 -0.448 -0.016 -0.047 -0.058 -0.193 -0.054 0.013 0.019 | -| jpsi_p | 0.116 0.274 -0.009 0.180 -0.009 -0.083 -0.055 -0.160 0.013 0.003 1.000 -0.014 -0.028 0.048 -0.029 0.048 -0.077 0.015 0.004 0.020 -0.095 -0.229 -0.011 -0.000 | -| omega_s | 0.155 0.020 -0.483 -0.016 0.444 0.189 0.009 -0.043 0.057 -0.000 -0.014 1.000 -0.137 -0.002 0.006 -0.000 0.002 0.005 0.006 0.018 0.005 -0.082 -0.005 -0.007 | -| bplus_1 | -0.922 0.071 0.307 -0.058 -0.041 0.018 0.042 -0.139 -0.075 0.037 -0.028 -0.137 1.000 -0.012 0.026 -0.005 -0.016 0.048 0.029 0.104 0.036 -0.019 -0.088 -0.031 | -| DDstar_s | -0.006 -0.008 0.006 -0.004 -0.001 0.000 0.038 0.042 -0.000 0.017 0.048 -0.002 -0.012 1.000 0.001 -0.001 0.029 -0.006 -0.001 0.016 0.026 0.017 0.034 -0.004 | -| phi_p | -0.035 0.002 0.010 0.007 0.014 0.115 -0.004 0.005 0.530 -0.002 -0.029 0.006 0.026 0.001 1.000 0.001 0.001 0.007 0.007 0.002 -0.002 -0.016 -0.005 0.005 | -| Dbar_s | -0.001 -0.003 0.001 0.024 0.000 0.001 0.026 0.009 -0.000 0.025 0.048 -0.000 -0.005 -0.001 0.001 1.000 0.029 -0.004 -0.001 0.010 0.021 0.003 0.040 -0.001 | -| p3770_s | -0.012 -0.150 -0.005 -0.066 0.001 0.022 -0.018 0.029 -0.012 -0.448 -0.077 0.002 -0.016 0.029 0.001 0.029 1.000 0.098 0.020 -0.001 -0.055 0.058 -0.249 0.009 | -| p4040_s | -0.038 0.325 -0.006 -0.103 0.003 0.058 -0.491 -0.178 -0.025 -0.016 0.015 0.005 0.048 -0.006 0.007 -0.004 0.098 1.000 0.138 -0.175 -0.186 -0.131 -0.141 0.174 | -| p4160_s | -0.033 0.262 -0.008 -0.073 0.003 0.069 -0.139 -0.112 -0.029 -0.047 0.004 0.006 0.029 -0.001 0.007 -0.001 0.020 0.138 1.000 -0.181 0.282 -0.152 -0.064 0.298 | -| p4415_p | 0.020 -0.039 -0.040 -0.087 0.007 0.043 0.308 -0.184 -0.015 -0.058 0.020 0.018 0.104 0.016 0.002 0.010 -0.001 -0.175 -0.181 1.000 0.177 -0.245 0.044 -0.136 | -| p4040_p | 0.006 -0.300 -0.013 -0.067 0.001 -0.003 0.268 -0.020 0.001 -0.193 -0.095 0.005 0.036 0.026 -0.002 0.021 -0.055 -0.186 0.282 0.177 1.000 0.020 0.155 -0.006 | -| bplus_2 | -0.213 -0.664 0.164 0.071 -0.030 -0.242 -0.023 0.285 0.071 -0.054 -0.229 -0.082 -0.019 0.017 -0.016 0.003 0.058 -0.131 -0.152 -0.245 0.020 1.000 0.058 0.032 | -| p3770_p | 0.031 -0.205 0.004 0.284 -0.002 -0.016 0.152 0.122 0.003 0.013 -0.011 -0.005 -0.088 0.034 -0.005 0.040 -0.249 -0.141 -0.064 0.044 0.155 0.058 1.000 -0.069 | -| p4415_s | -0.044 0.219 0.020 0.015 -0.002 0.028 -0.030 -0.047 -0.015 0.019 -0.000 -0.007 -0.031 -0.004 0.005 -0.001 0.009 0.174 0.298 -0.136 -0.006 0.032 -0.069 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03508624756444878}), (, {'error': 0.2076627878722465}), (, {'error': 0.32367741533480965}), (, {'error': 0.30441849047142266}), (, {'error': 0.2990001177081236}), (, {'error': 0.29045583921943674}), (, {'error': 0.10183474450004937}), (, {'error': 0.3308107553724047}), (, {'error': 0.9896409550306577}), (, {'error': 0.03150384573110454}), (, {'error': 0.024298170999570434}), (, {'error': 1.0716751828129571}), (, {'error': 0.06534501034302287}), (, {'error': 0.02425149648996905}), (, {'error': 0.19113412937159335}), (, {'error': 0.01967224334261164}), (, {'error': 0.22377743203012113}), (, {'error': 0.16867108530346564}), (, {'error': 0.1690349771422529}), (, {'error': 0.17239601027974372}), (, {'error': 0.18432856907856277}), (, {'error': 0.09564886563675201}), (, {'error': 0.0950923084439419}), (, {'error': 0.1900272298484359})]) -Toy 19/25 -Time taken: 1 h, 47 min -Projected time left: 34 min -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1591 (1591 total) | -| EDM = 3.36E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297304.7008643102 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.433 | 0.031 | | | -2 | 2 | | -| 1 | Ctt | -0.74 | 0.21 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -0.09 | 0.33 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.86 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.632 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| phi_p | -0.38 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.32 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.85 | 0.17 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.06 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -2.02 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.30 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | 3.76 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.041 -0.432 -0.039 -0.073 0.086 0.030 -0.081 0.107 0.001 0.121 0.079 -0.922 -0.007 -0.027 -0.002 0.002 -0.039 -0.027 0.003 0.006 -0.180 0.060 -0.026 | -| Ctt | 0.041 1.000 -0.034 -0.349 -0.017 0.120 -0.328 0.026 -0.044 0.231 0.278 0.013 0.066 -0.008 0.009 -0.015 -0.120 0.310 0.262 -0.019 -0.288 -0.647 -0.178 0.213 | -| rho_s | -0.432 -0.034 1.000 0.039 0.182 -0.005 -0.042 0.101 -0.041 -0.013 -0.039 -0.203 0.364 0.013 0.019 0.004 -0.017 -0.001 -0.002 -0.041 -0.022 0.143 -0.016 0.024 | -| Dbar_p | -0.039 -0.349 0.039 1.000 0.004 0.021 -0.055 -0.289 -0.017 -0.096 0.105 -0.005 -0.067 -0.017 0.006 0.035 -0.148 -0.106 -0.069 -0.090 -0.106 0.044 0.221 0.034 | -| omega_p | -0.073 -0.017 0.182 0.004 1.000 -0.301 -0.005 0.014 -0.014 -0.002 0.002 0.155 0.065 0.002 0.003 0.000 -0.004 -0.006 -0.008 -0.011 -0.002 0.051 -0.001 0.002 | -| rho_p | 0.086 0.120 -0.005 0.021 -0.301 1.000 -0.009 -0.021 0.089 0.002 -0.077 0.092 -0.086 -0.002 0.104 0.002 0.019 0.061 0.073 0.053 -0.007 -0.300 -0.013 0.017 | -| p4160_p | 0.030 -0.328 -0.042 -0.055 -0.005 -0.009 1.000 -0.177 0.011 -0.070 0.003 0.006 0.091 0.044 -0.004 0.030 0.017 -0.427 -0.114 0.359 0.329 -0.052 0.135 -0.077 | -| DDstar_p | -0.081 0.026 0.101 -0.289 0.014 -0.021 -0.177 1.000 -0.016 -0.228 -0.342 -0.018 -0.180 0.065 -0.002 0.010 -0.044 -0.208 -0.133 -0.271 -0.055 0.272 0.046 -0.043 | -| phi_s | 0.107 -0.044 -0.041 -0.017 -0.014 0.089 0.011 -0.016 1.000 -0.000 0.019 0.024 -0.098 -0.002 0.541 -0.001 -0.007 -0.025 -0.030 -0.013 0.006 0.069 0.005 -0.013 | -| psi2s_p | 0.001 0.231 -0.013 -0.096 -0.002 0.002 -0.070 -0.228 -0.000 1.000 0.067 0.002 0.068 0.010 -0.002 0.024 -0.400 0.005 -0.023 -0.001 -0.149 -0.080 0.001 0.027 | -| jpsi_p | 0.121 0.278 -0.039 0.105 0.002 -0.077 0.003 -0.342 0.019 0.067 1.000 -0.003 0.036 0.044 -0.032 0.057 -0.046 0.068 0.042 0.095 -0.059 -0.269 -0.051 0.003 | -| omega_s | 0.079 0.013 -0.203 -0.005 0.155 0.092 0.006 -0.018 0.024 0.002 -0.003 1.000 -0.069 -0.002 0.002 -0.000 0.004 0.004 0.006 0.010 0.003 -0.046 0.001 -0.003 | -| bplus_1 | -0.922 0.066 0.364 -0.067 0.065 -0.086 0.091 -0.180 -0.098 0.068 0.036 -0.069 1.000 -0.030 0.020 -0.011 0.009 0.062 0.029 0.142 0.060 -0.053 -0.085 -0.060 | -| DDstar_s | -0.007 -0.008 0.013 -0.017 0.002 -0.002 0.044 0.065 -0.002 0.010 0.044 -0.002 -0.030 1.000 0.001 -0.002 0.036 -0.020 -0.009 0.007 0.029 0.035 0.050 -0.008 | -| phi_p | -0.027 0.009 0.019 0.006 0.003 0.104 -0.004 -0.002 0.541 -0.002 -0.032 0.002 0.020 0.001 1.000 0.001 0.002 0.011 0.011 0.006 -0.002 -0.033 -0.007 0.004 | -| Dbar_s | -0.002 -0.015 0.004 0.035 0.000 0.002 0.030 0.010 -0.001 0.024 0.057 -0.000 -0.011 -0.002 0.001 1.000 0.030 -0.011 -0.006 0.006 0.019 0.008 0.061 -0.001 | -| p3770_s | 0.002 -0.120 -0.017 -0.148 -0.004 0.019 0.017 -0.044 -0.007 -0.400 -0.046 0.004 0.009 0.036 0.002 0.030 1.000 0.123 0.036 0.041 -0.036 0.034 -0.272 0.006 | -| p4040_s | -0.039 0.310 -0.001 -0.106 -0.006 0.061 -0.427 -0.208 -0.025 0.005 0.068 0.004 0.062 -0.020 0.011 -0.011 0.123 1.000 0.169 -0.114 -0.170 -0.140 -0.120 0.200 | -| p4160_s | -0.027 0.262 -0.002 -0.069 -0.008 0.073 -0.114 -0.133 -0.030 -0.023 0.042 0.006 0.029 -0.009 0.011 -0.006 0.036 0.169 1.000 -0.126 0.284 -0.161 -0.052 0.323 | -| p4415_p | 0.003 -0.019 -0.041 -0.090 -0.011 0.053 0.359 -0.271 -0.013 -0.001 0.095 0.010 0.142 0.007 0.006 0.006 0.041 -0.114 -0.126 1.000 0.218 -0.257 0.046 -0.156 | -| p4040_p | 0.006 -0.288 -0.022 -0.106 -0.002 -0.007 0.329 -0.055 0.006 -0.149 -0.059 0.003 0.060 0.029 -0.002 0.019 -0.036 -0.170 0.284 0.218 1.000 0.007 0.146 -0.039 | -| bplus_2 | -0.180 -0.647 0.143 0.044 0.051 -0.300 -0.052 0.272 0.069 -0.080 -0.269 -0.046 -0.053 0.035 -0.033 0.008 0.034 -0.140 -0.161 -0.257 0.007 1.000 0.022 0.060 | -| p3770_p | 0.060 -0.178 -0.016 0.221 -0.001 -0.013 0.135 0.046 0.005 0.001 -0.051 0.001 -0.085 0.050 -0.007 0.061 -0.272 -0.120 -0.052 0.046 0.146 0.022 1.000 -0.072 | -| p4415_s | -0.026 0.213 0.024 0.034 0.002 0.017 -0.077 -0.043 -0.013 0.027 0.003 -0.003 -0.060 -0.008 0.004 -0.001 0.006 0.200 0.323 -0.156 -0.039 0.060 -0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030512475973064723}), (, {'error': 0.21079634644923478}), (, {'error': 0.32420062764303376}), (, {'error': 0.3381265589932738}), (, {'error': 0.334065875513581}), (, {'error': 0.7097428707425792}), (, {'error': 0.10108943699578754}), (, {'error': 0.3844959099768541}), (, {'error': 1.0279291061750406}), (, {'error': 0.03244825431467113}), (, {'error': 0.025156150864335647}), (, {'error': 3.294277981770661}), (, {'error': 0.060011509067167346}), (, {'error': 0.033473970161300576}), (, {'error': 0.18991263771519318}), (, {'error': 0.025069535779681296}), (, {'error': 0.2257213618177607}), (, {'error': 0.17159598285579358}), (, {'error': 0.1686087362010782}), (, {'error': 0.17617126386069337}), (, {'error': 0.2256696518807373}), (, {'error': 0.08747651084626318}), (, {'error': 0.09434298704813315}), (, {'error': 0.19242355743855677})]) -Toy 20/25 -Time taken: 1 h, 54 min -Projected time left: 28 min, 35 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1573 (1573 total) | -| EDM = 0.000103 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297402.0782166247 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.390 | 0.026 | | | -2 | 2 | | -| 1 | Ctt | 0.013 | 0.188 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 2.9 | 0.9 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -0.05 | 0.46 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.16 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 0.08 | 1.09 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.13 | | | -0.3 | 0.3 | | -| 14| phi_p | 0.87 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.04 | 0.27 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.18 | 0.19 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.58 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.20 | 0.23 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.85 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.08 | 0.08 | | | -2 | 2 | | -| 22| p3770_p | -2.86 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.20 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.021 -0.410 0.069 0.017 0.256 -0.011 -0.035 0.156 -0.022 -0.111 0.261 -0.910 -0.004 -0.040 0.023 -0.031 -0.015 -0.010 -0.021 -0.028 0.035 0.006 -0.004 | -| Ctt | 0.021 1.000 0.053 0.100 0.001 0.110 -0.412 0.108 -0.079 0.115 -0.416 -0.002 0.051 0.009 -0.032 -0.178 -0.205 0.289 0.226 -0.159 -0.369 -0.641 -0.179 0.226 | -| rho_s | -0.410 0.053 1.000 -0.101 -0.036 0.037 -0.041 0.099 -0.146 0.008 0.022 -0.369 0.330 0.054 -0.014 -0.019 0.024 0.000 0.011 -0.034 -0.012 -0.082 0.033 0.025 | -| Dbar_p | 0.069 0.100 -0.101 1.000 0.003 0.035 -0.026 -0.739 0.033 -0.141 -0.199 0.052 0.242 -0.159 -0.004 0.408 -0.333 0.424 0.315 0.306 -0.147 -0.354 -0.699 0.058 | -| omega_p | 0.017 0.001 -0.036 0.003 1.000 0.004 0.002 -0.004 0.003 0.000 -0.001 0.144 -0.014 -0.002 -0.013 0.001 0.000 0.001 0.001 0.003 0.001 -0.004 -0.001 -0.001 | -| rho_p | 0.256 0.110 0.037 0.035 0.004 1.000 -0.004 -0.019 -0.097 -0.003 -0.034 0.455 -0.226 -0.022 -0.286 0.011 0.008 0.041 0.056 0.037 -0.001 -0.241 -0.017 0.001 | -| p4160_p | -0.011 -0.412 -0.041 -0.026 0.002 -0.004 1.000 -0.504 0.021 0.271 0.639 0.016 0.105 -0.136 0.019 0.063 0.307 -0.248 -0.028 0.595 0.591 0.054 0.308 -0.114 | -| DDstar_p | -0.035 0.108 0.099 -0.739 -0.004 -0.019 -0.504 1.000 -0.042 -0.198 -0.382 -0.047 -0.249 0.278 -0.015 -0.422 -0.041 -0.367 -0.299 -0.616 -0.292 0.201 0.318 0.015 | -| phi_s | 0.156 -0.079 -0.146 0.033 0.003 -0.097 0.021 -0.042 1.000 -0.004 -0.013 0.018 -0.130 -0.014 0.458 0.005 -0.020 -0.024 -0.036 -0.004 0.003 0.158 -0.007 -0.014 | -| psi2s_p | -0.022 0.115 0.008 -0.141 0.000 -0.003 0.271 -0.198 -0.004 1.000 0.382 -0.006 0.007 -0.092 0.009 -0.061 -0.041 -0.020 -0.033 0.158 0.149 0.045 0.255 -0.013 | -| jpsi_p | -0.111 -0.416 0.022 -0.199 -0.001 -0.034 0.639 -0.382 -0.013 0.382 1.000 -0.023 0.076 -0.147 0.016 0.013 0.442 -0.040 -0.024 0.392 0.506 0.252 0.346 -0.108 | -| omega_s | 0.261 -0.002 -0.369 0.052 0.144 0.455 0.016 -0.047 0.018 -0.006 -0.023 1.000 -0.221 -0.028 -0.130 0.010 -0.010 0.008 0.007 0.021 0.003 -0.020 -0.020 -0.011 | -| bplus_1 | -0.910 0.051 0.330 0.242 -0.014 -0.226 0.105 -0.249 -0.130 0.007 0.076 -0.221 1.000 -0.182 0.042 0.036 -0.062 0.098 0.065 0.204 0.052 -0.281 -0.188 -0.081 | -| DDstar_s | -0.004 0.009 0.054 -0.159 -0.002 -0.022 -0.136 0.278 -0.014 -0.092 -0.147 -0.028 -0.182 1.000 -0.002 -0.136 -0.002 -0.144 -0.102 -0.211 -0.079 0.149 0.121 -0.005 | -| phi_p | -0.040 -0.032 -0.014 -0.004 -0.013 -0.286 0.019 -0.015 0.458 0.009 0.016 -0.130 0.042 -0.002 1.000 0.001 0.004 -0.010 -0.015 0.003 0.012 0.073 0.010 -0.004 | -| Dbar_s | 0.023 -0.178 -0.019 0.408 0.001 0.011 0.063 -0.422 0.005 -0.061 0.013 0.010 0.036 -0.136 0.001 1.000 -0.154 0.152 0.116 0.150 -0.039 -0.099 -0.184 0.031 | -| p3770_s | -0.031 -0.205 0.024 -0.333 0.000 0.008 0.307 -0.041 -0.020 -0.041 0.442 -0.010 -0.062 -0.002 0.004 -0.154 1.000 -0.003 -0.031 0.135 0.238 0.174 0.186 -0.025 | -| p4040_s | -0.015 0.289 0.000 0.424 0.001 0.041 -0.248 -0.367 -0.024 -0.020 -0.040 0.008 0.098 -0.144 -0.010 0.152 -0.003 1.000 0.209 0.020 -0.177 -0.182 -0.316 0.182 | -| p4160_s | -0.010 0.226 0.011 0.315 0.001 0.056 -0.028 -0.299 -0.036 -0.033 -0.024 0.007 0.065 -0.102 -0.015 0.116 -0.031 0.209 1.000 0.020 0.234 -0.192 -0.193 0.312 | -| p4415_p | -0.021 -0.159 -0.034 0.306 0.003 0.037 0.595 -0.616 -0.004 0.158 0.392 0.021 0.204 -0.211 0.003 0.150 0.135 0.020 0.020 1.000 0.403 -0.199 -0.000 -0.148 | -| p4040_p | -0.028 -0.369 -0.012 -0.147 0.001 -0.001 0.591 -0.292 0.003 0.149 0.506 0.003 0.052 -0.079 0.012 -0.039 0.238 -0.177 0.234 0.403 1.000 0.090 0.357 -0.061 | -| bplus_2 | 0.035 -0.641 -0.082 -0.354 -0.004 -0.241 0.054 0.201 0.158 0.045 0.252 -0.020 -0.281 0.149 0.073 -0.099 0.174 -0.182 -0.192 -0.199 0.090 1.000 0.240 0.068 | -| p3770_p | 0.006 -0.179 0.033 -0.699 -0.001 -0.017 0.308 0.318 -0.007 0.255 0.346 -0.020 -0.188 0.121 0.010 -0.184 0.186 -0.316 -0.193 -0.000 0.357 0.240 1.000 -0.100 | -| p4415_s | -0.004 0.226 0.025 0.058 -0.001 0.001 -0.114 0.015 -0.014 -0.013 -0.108 -0.011 -0.081 -0.005 -0.004 0.031 -0.025 0.182 0.312 -0.148 -0.061 0.068 -0.100 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0264454151098078}), (, {'error': 0.18766244356333828}), (, {'error': 0.38146688882365504}), (, {'error': 0.932467584743156}), (, {'error': 0.341286113438529}), (, {'error': 0.463458837637166}), (, {'error': 0.14048128351136868}), (, {'error': 1.0948655295571492}), (, {'error': 0.9930135979331673}), (, {'error': 0.03609851469681047}), (, {'error': 0.04000015382624644}), (, {'error': 1.0544196658996956}), (, {'error': 0.0565506238435316}), (, {'error': 0.13112547197133934}), (, {'error': 0.14042663862933358}), (, {'error': 0.4763583930126902}), (, {'error': 0.2698807145776083}), (, {'error': 0.18597913082557993}), (, {'error': 0.17493708955269915}), (, {'error': 0.2332150152087411}), (, {'error': 0.2018450956205875}), (, {'error': 0.08169855309784502}), (, {'error': 0.14726847676551236}), (, {'error': 0.19080541565658726})]) -Toy 21/25 -Time taken: 2 h, 1 min -Projected time left: 23 min, 4 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1757 (1757 total) | -| EDM = 3.48E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297244.4553984085 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.403 | 0.026 | | | -2 | 2 | | -| 1 | Ctt | 0.10 | 0.24 | | | -1.5 | 1.5 | | -| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 1.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | -1.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.74 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 3.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.75 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 14| phi_p | 5.62 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.33 | 0.25 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.38 | 0.18 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 1.94 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.81 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.17 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.12 | 0.08 | | | -2 | 2 | | -| 22| p3770_p | -2.97 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.29 | 0.20 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.015 -0.394 -0.032 -0.001 -0.150 0.030 -0.041 0.106 0.016 -0.048 0.197 -0.845 -0.023 -0.049 -0.055 0.005 -0.018 -0.024 0.005 0.007 -0.004 0.025 -0.018 | -| Ctt | 0.015 1.000 -0.052 -0.699 0.000 0.074 -0.411 0.428 -0.041 0.094 -0.539 0.008 0.074 0.206 0.000 -0.340 -0.055 0.205 0.192 -0.185 -0.244 -0.442 -0.381 0.084 | -| rho_s | -0.394 -0.052 1.000 0.029 0.005 0.089 -0.054 0.082 -0.048 -0.029 -0.014 -0.549 0.279 0.059 -0.010 0.069 -0.029 -0.009 -0.030 -0.070 -0.052 0.174 0.017 0.043 | -| Dbar_p | -0.032 -0.699 0.029 1.000 -0.000 0.047 0.331 -0.583 -0.016 0.114 0.544 -0.020 -0.076 -0.336 0.020 0.411 -0.023 0.041 -0.029 0.232 0.202 0.021 0.483 0.074 | -| omega_p | -0.001 0.000 0.005 -0.000 1.000 0.014 -0.000 0.001 -0.001 -0.000 -0.000 -0.065 0.001 0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 0.000 -0.000 0.000 | -| rho_p | -0.150 0.074 0.089 0.047 0.014 1.000 -0.022 0.052 0.035 -0.006 -0.009 -0.052 0.070 0.023 0.104 0.039 0.013 0.031 0.050 0.007 -0.003 -0.241 0.020 0.013 | -| p4160_p | 0.030 -0.411 -0.054 0.331 -0.000 -0.022 1.000 -0.545 0.011 0.156 0.528 0.023 0.155 -0.173 0.004 0.297 0.117 -0.357 -0.068 0.536 0.372 -0.161 0.312 -0.115 | -| DDstar_p | -0.041 0.428 0.082 -0.583 0.001 0.052 -0.545 1.000 -0.027 -0.319 -0.713 -0.040 -0.284 0.457 -0.004 0.004 -0.130 -0.131 -0.161 -0.589 -0.484 0.277 -0.166 0.073 | -| phi_s | 0.106 -0.041 -0.048 -0.016 -0.001 0.035 0.011 -0.027 1.000 0.002 -0.002 0.050 -0.074 -0.010 0.342 -0.012 -0.008 -0.014 -0.025 -0.003 0.000 0.104 -0.008 -0.005 | -| psi2s_p | 0.016 0.094 -0.029 0.114 -0.000 -0.006 0.156 -0.319 0.002 1.000 0.314 0.011 0.087 -0.126 0.003 0.176 -0.166 0.100 0.034 0.182 0.104 -0.128 0.115 0.012 | -| jpsi_p | -0.048 -0.539 -0.014 0.544 -0.000 -0.009 0.528 -0.713 -0.002 0.314 1.000 0.001 0.162 -0.303 0.010 0.410 0.231 0.030 0.039 0.445 0.449 -0.022 0.318 -0.057 | -| omega_s | 0.197 0.008 -0.549 -0.020 -0.065 -0.052 0.023 -0.040 0.050 0.011 0.001 1.000 -0.140 -0.026 -0.023 -0.034 0.008 -0.001 0.004 0.025 0.019 -0.034 -0.012 -0.019 | -| bplus_1 | -0.845 0.074 0.279 -0.076 0.001 0.070 0.155 -0.284 -0.074 0.087 0.162 -0.140 1.000 -0.186 0.031 -0.172 0.030 0.021 0.065 0.227 0.154 -0.295 -0.142 -0.151 | -| DDstar_s | -0.023 0.206 0.059 -0.336 0.000 0.023 -0.173 0.457 -0.010 -0.126 -0.303 -0.026 -0.186 1.000 -0.000 -0.085 0.002 -0.089 -0.082 -0.241 -0.158 0.199 -0.048 0.020 | -| phi_p | -0.049 0.000 -0.010 0.020 0.000 0.104 0.004 -0.004 0.342 0.003 0.010 -0.023 0.031 -0.000 1.000 0.018 0.005 0.007 0.010 0.008 0.007 -0.040 0.009 0.003 | -| Dbar_s | -0.055 -0.340 0.069 0.411 -0.000 0.039 0.297 0.004 -0.012 0.176 0.410 -0.034 -0.172 -0.085 0.018 1.000 0.203 -0.157 -0.137 0.061 0.226 0.229 0.565 0.024 | -| p3770_s | 0.005 -0.055 -0.029 -0.023 -0.000 0.013 0.117 -0.130 -0.008 -0.166 0.231 0.008 0.030 0.002 0.005 0.203 1.000 0.132 0.067 0.130 0.131 -0.014 -0.123 0.005 | -| p4040_s | -0.018 0.205 -0.009 0.041 -0.000 0.031 -0.357 -0.131 -0.014 0.100 0.030 -0.001 0.021 -0.089 0.007 -0.157 0.132 1.000 0.015 -0.098 -0.142 -0.067 -0.128 0.165 | -| p4160_s | -0.024 0.192 -0.030 -0.029 -0.000 0.050 -0.068 -0.161 -0.025 0.034 0.039 0.004 0.065 -0.082 0.010 -0.137 0.067 0.015 1.000 -0.002 0.334 -0.139 -0.074 0.304 | -| p4415_p | 0.005 -0.185 -0.070 0.232 -0.000 0.007 0.536 -0.589 -0.003 0.182 0.445 0.025 0.227 -0.241 0.008 0.061 0.130 -0.098 -0.002 1.000 0.398 -0.284 0.142 -0.202 | -| p4040_p | 0.007 -0.244 -0.052 0.202 -0.000 -0.003 0.372 -0.484 0.000 0.104 0.449 0.019 0.154 -0.158 0.007 0.226 0.131 -0.142 0.334 0.398 1.000 -0.146 0.249 -0.007 | -| bplus_2 | -0.004 -0.442 0.174 0.021 0.000 -0.241 -0.161 0.277 0.104 -0.128 -0.022 -0.034 -0.295 0.199 -0.040 0.229 -0.014 -0.067 -0.139 -0.284 -0.146 1.000 0.067 0.208 | -| p3770_p | 0.025 -0.381 0.017 0.483 -0.000 0.020 0.312 -0.166 -0.008 0.115 0.318 -0.012 -0.142 -0.048 0.009 0.565 -0.123 -0.128 -0.074 0.142 0.249 0.067 1.000 -0.016 | -| p4415_s | -0.018 0.084 0.043 0.074 0.000 0.013 -0.115 0.073 -0.005 0.012 -0.057 -0.019 -0.151 0.020 0.003 0.024 0.005 0.165 0.304 -0.202 -0.007 0.208 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02556600645760887}), (, {'error': 0.23711541290744542}), (, {'error': 0.3424324209582526}), (, {'error': 0.7341447842508702}), (, {'error': 0.059862266192986624}), (, {'error': 0.4863233820777495}), (, {'error': 0.13797658755387854}), (, {'error': 0.889291266785067}), (, {'error': 0.9289520414921135}), (, {'error': 0.03522381371408656}), (, {'error': 0.04018437456264046}), (, {'error': 1.0451969461139292}), (, {'error': 0.05706411041700643}), (, {'error': 0.3977637814936058}), (, {'error': 0.16587241578489298}), (, {'error': 0.5780758620170192}), (, {'error': 0.2468982685180552}), (, {'error': 0.17639371058454534}), (, {'error': 0.1757126448327455}), (, {'error': 0.2021296093980529}), (, {'error': 0.15569074685890705}), (, {'error': 0.08153610362180519}), (, {'error': 0.14900336440664708}), (, {'error': 0.1959993118138491})]) -Toy 22/25 -Time taken: 2 h, 7 min -Projected time left: 17 min, 27 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1484 (1484 total) | -| EDM = 0.000348 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297244.97906770336 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.558 | 0.018 | | | -2 | 2 | | -| 1 | Ctt | -0.06 | 0.16 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | 5.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 1.03 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 6.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.32 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | 5.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 9.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -1.08 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | -0.24 | 0.43 | | | -0.3 | 0.3 | | -| 14| phi_p | 0.68 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.25 | 0.11 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.19 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 1.30 | 0.19 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.12 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.46 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | 3.49 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.12 | 0.08 | | | -2 | 2 | | -| 22| p3770_p | -2.98 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.59 | 0.18 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.230 0.229 0.314 0.104 0.036 -0.390 0.466 -0.014 -0.380 -0.554 -0.014 0.408 0.767 -0.021 -0.498 -0.135 -0.389 -0.354 -0.575 -0.357 -0.357 0.345 -0.019 | -| Ctt | 0.230 1.000 0.077 0.046 0.036 0.059 -0.413 0.297 -0.021 -0.024 -0.443 -0.003 0.237 0.362 -0.011 -0.412 -0.159 0.033 0.000 -0.315 -0.331 0.374 0.034 0.154 | -| rho_s | 0.229 0.077 1.000 0.087 0.621 0.242 -0.111 0.130 -0.033 -0.108 -0.163 -0.072 0.168 0.216 -0.018 -0.139 -0.043 -0.109 -0.099 -0.160 -0.103 -0.063 0.092 -0.009 | -| Dbar_p | 0.314 0.046 0.087 1.000 0.042 0.025 -0.035 0.521 -0.006 -0.010 -0.059 -0.006 0.336 0.345 -0.003 -0.323 0.074 -0.289 -0.257 -0.245 -0.030 -0.176 0.509 -0.053 | -| omega_p | 0.104 0.036 0.621 0.042 1.000 -0.034 -0.046 0.055 0.023 -0.045 -0.069 -0.308 0.071 0.094 0.052 -0.060 -0.016 -0.047 -0.042 -0.068 -0.043 -0.025 0.043 -0.003 | -| rho_p | 0.036 0.059 0.242 0.025 -0.034 1.000 -0.015 0.030 -0.092 -0.015 -0.021 0.000 0.043 0.034 -0.177 -0.015 0.010 0.000 0.013 -0.009 -0.005 0.162 0.013 0.000 | -| p4160_p | -0.390 -0.413 -0.111 -0.035 -0.046 -0.015 1.000 -0.600 0.001 0.343 0.603 0.007 -0.423 -0.540 0.015 0.317 0.234 -0.013 0.169 0.639 0.498 0.165 0.035 -0.002 | -| DDstar_p | 0.466 0.297 0.130 0.521 0.055 0.030 -0.600 1.000 -0.014 -0.437 -0.660 -0.007 0.494 0.698 -0.023 -0.572 -0.271 -0.384 -0.374 -0.676 -0.526 -0.176 0.209 -0.031 | -| phi_s | -0.014 -0.021 -0.033 -0.006 0.023 -0.092 0.001 -0.014 1.000 0.001 -0.012 -0.006 -0.009 -0.006 0.634 0.000 -0.013 -0.008 -0.016 -0.005 -0.006 -0.096 -0.001 -0.002 | -| psi2s_p | -0.380 -0.024 -0.108 -0.010 -0.045 -0.015 0.343 -0.437 0.001 1.000 0.548 0.007 -0.409 -0.542 0.013 0.299 -0.012 0.293 0.233 0.435 0.271 0.165 -0.103 0.069 | -| jpsi_p | -0.554 -0.443 -0.163 -0.059 -0.069 -0.021 0.603 -0.660 -0.012 0.548 1.000 0.013 -0.599 -0.800 0.011 0.513 0.347 0.402 0.370 0.689 0.549 0.164 -0.158 0.044 | -| omega_s | -0.014 -0.003 -0.072 -0.006 -0.308 0.000 0.007 -0.007 -0.006 0.007 0.013 1.000 -0.009 -0.013 0.006 0.009 0.004 0.008 0.008 0.011 0.008 0.017 -0.006 0.001 | -| bplus_1 | 0.408 0.237 0.168 0.336 0.071 0.043 -0.423 0.494 -0.009 -0.409 -0.599 -0.009 1.000 0.824 -0.023 -0.537 -0.158 -0.423 -0.391 -0.624 -0.392 -0.422 0.361 -0.022 | -| DDstar_s | 0.767 0.362 0.216 0.345 0.094 0.034 -0.540 0.698 -0.006 -0.542 -0.800 -0.013 0.824 1.000 -0.022 -0.740 -0.244 -0.555 -0.517 -0.774 -0.516 -0.352 0.386 -0.117 | -| phi_p | -0.021 -0.011 -0.018 -0.003 0.052 -0.177 0.015 -0.023 0.634 0.013 0.011 0.006 -0.023 -0.022 1.000 0.014 0.003 0.007 0.004 0.015 0.011 -0.032 -0.003 0.001 | -| Dbar_s | -0.498 -0.412 -0.139 -0.323 -0.060 -0.015 0.317 -0.572 0.000 0.299 0.513 0.009 -0.537 -0.740 0.014 1.000 0.049 0.411 0.360 0.515 0.271 0.288 -0.293 0.113 | -| p3770_s | -0.135 -0.159 -0.043 0.074 -0.016 0.010 0.234 -0.271 -0.013 -0.012 0.347 0.004 -0.158 -0.244 0.003 0.049 1.000 0.213 0.141 0.252 0.196 0.028 -0.168 0.031 | -| p4040_s | -0.389 0.033 -0.109 -0.289 -0.047 0.000 -0.013 -0.384 -0.008 0.293 0.402 0.008 -0.423 -0.555 0.007 0.411 0.213 1.000 0.284 0.317 0.135 0.218 -0.299 0.189 | -| p4160_s | -0.354 0.000 -0.099 -0.257 -0.042 0.013 0.169 -0.374 -0.016 0.233 0.370 0.008 -0.391 -0.517 0.004 0.360 0.141 0.284 1.000 0.319 0.460 0.242 -0.229 0.314 | -| p4415_p | -0.575 -0.315 -0.160 -0.245 -0.068 -0.009 0.639 -0.676 -0.005 0.435 0.689 0.011 -0.624 -0.774 0.015 0.515 0.252 0.317 0.319 1.000 0.540 0.319 -0.192 -0.015 | -| p4040_p | -0.357 -0.331 -0.103 -0.030 -0.043 -0.005 0.498 -0.526 -0.006 0.271 0.549 0.008 -0.392 -0.516 0.011 0.271 0.196 0.135 0.460 0.540 1.000 0.154 0.035 0.060 | -| bplus_2 | -0.357 0.374 -0.063 -0.176 -0.025 0.162 0.165 -0.176 -0.096 0.165 0.164 0.017 -0.422 -0.352 -0.032 0.288 0.028 0.218 0.242 0.319 0.154 1.000 -0.158 -0.046 | -| p3770_p | 0.345 0.034 0.092 0.509 0.043 0.013 0.035 0.209 -0.001 -0.103 -0.158 -0.006 0.361 0.386 -0.003 -0.293 -0.168 -0.299 -0.229 -0.192 0.035 -0.158 1.000 -0.105 | -| p4415_s | -0.019 0.154 -0.009 -0.053 -0.003 0.000 -0.002 -0.031 -0.002 0.069 0.044 0.001 -0.022 -0.117 0.001 0.113 0.031 0.189 0.314 -0.015 0.060 -0.046 -0.105 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017507149829914193}), (, {'error': 0.16202045365209294}), (, {'error': 0.3327358105084941}), (, {'error': 0.536291678590219}), (, {'error': 0.23178493920585064}), (, {'error': 0.25797391203327624}), (, {'error': 0.1329403319790634}), (, {'error': 0.7043683400394389}), (, {'error': 0.9766616920371067}), (, {'error': 0.03801624765158351}), (, {'error': 0.047583041880674415}), (, {'error': 0.8142875338491233}), (, {'error': 0.03866094143363841}), (, {'error': 0.425091012773705}), (, {'error': 0.18623393127483023}), (, {'error': 0.10537052196198268}), (, {'error': 0.23947241398483066}), (, {'error': 0.18687559849652813}), (, {'error': 0.1829644191956502}), (, {'error': 0.2165699962365184}), (, {'error': 0.1724979219327869}), (, {'error': 0.08258280751932823}), (, {'error': 0.1471020522499682}), (, {'error': 0.17714749032033128})]) -Toy 23/25 -Time taken: 2 h, 14 min -Projected time left: 11 min, 42 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.007E+05 | Ncalls=533 (544 total) | -| EDM = 3.5E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300725.99094542215 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 1.3 | 2.2 | | | -2 | 2 | | -| 1 | Ctt | 1.494 | 0.000 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.396 | 0.002 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -0.623E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -1.855 | 0.012 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 1.143 | 0.011 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -0.626E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -0.606E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 2.358E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 3.410 | 0.019 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.62 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 6.668 | 0.004 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -1.771 | 0.003 | | | -2 | 2 | | -| 13| DDstar_s | -0.952E-1 | 0.018E-1 | | | -0.3 | 0.3 | | -| 14| phi_p | 0.618E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -2.996E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 16| p3770_s | 1.451 | 0.002 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.878 | 0.002 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 0.895 | 0.001 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -5.920 | 0.013 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -5.579 | 0.006 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 1.907 | 0.001 | | | -2 | 2 | | -| 22| p3770_p | 0.99 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 2.065 | 0.001 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.149 0.503 -0.270 0.640 -0.756 -0.511 0.610 -0.021 -0.983 0.999 -0.210 0.913 0.974 0.506 0.197 -0.458 -0.807 -0.327 -0.974 -0.588 0.757 0.957 0.039 | -| Ctt | 0.149 1.000 0.075 -0.040 0.095 -0.113 -0.076 0.091 -0.003 -0.146 0.149 -0.031 0.136 0.145 0.075 0.029 -0.068 -0.120 -0.049 -0.145 -0.088 0.113 0.143 0.006 | -| rho_s | 0.503 0.075 1.000 -0.136 0.322 -0.381 -0.257 0.307 -0.011 -0.494 0.503 -0.106 0.459 0.490 0.255 0.099 -0.231 -0.406 -0.165 -0.490 -0.296 0.381 0.482 0.020 | -| Dbar_p | -0.270 -0.040 -0.136 1.000 -0.173 0.204 0.138 -0.164 0.006 0.265 -0.269 0.057 -0.246 -0.263 -0.137 -0.053 0.124 0.218 0.088 0.263 0.159 -0.204 -0.258 -0.010 | -| omega_p | 0.640 0.095 0.322 -0.173 1.000 -0.483 -0.327 0.390 -0.014 -0.629 0.639 -0.134 0.584 0.623 0.324 0.126 -0.293 -0.516 -0.209 -0.623 -0.376 0.484 0.613 0.025 | -| rho_p | -0.756 -0.113 -0.381 0.204 -0.483 1.000 0.386 -0.461 0.016 0.743 -0.755 0.159 -0.690 -0.736 -0.383 -0.149 0.346 0.610 0.247 0.736 0.445 -0.572 -0.724 -0.029 | -| p4160_p | -0.511 -0.076 -0.257 0.138 -0.327 0.386 1.000 -0.312 0.011 0.502 -0.511 0.107 -0.467 -0.498 -0.259 -0.101 0.234 0.412 0.167 0.498 0.301 -0.387 -0.489 -0.020 | -| DDstar_p | 0.610 0.091 0.307 -0.164 0.390 -0.461 -0.312 1.000 -0.013 -0.599 0.609 -0.128 0.557 0.594 0.309 0.120 -0.280 -0.492 -0.200 -0.594 -0.359 0.462 0.584 0.024 | -| phi_s | -0.021 -0.003 -0.011 0.006 -0.014 0.016 0.011 -0.013 1.000 0.021 -0.021 0.004 -0.020 -0.021 -0.011 -0.004 0.010 0.017 0.007 0.021 0.013 -0.016 -0.020 -0.001 | -| psi2s_p | -0.983 -0.146 -0.494 0.265 -0.629 0.743 0.502 -0.599 0.021 1.000 -0.981 0.206 -0.897 -0.957 -0.498 -0.194 0.450 0.793 0.322 0.957 0.578 -0.744 -0.941 -0.038 | -| jpsi_p | 0.999 0.149 0.503 -0.269 0.639 -0.755 -0.511 0.609 -0.021 -0.981 1.000 -0.210 0.912 0.973 0.506 0.197 -0.458 -0.806 -0.327 -0.973 -0.587 0.756 0.956 0.039 | -| omega_s | -0.210 -0.031 -0.106 0.057 -0.134 0.159 0.107 -0.128 0.004 0.206 -0.210 1.000 -0.192 -0.204 -0.106 -0.041 0.096 0.169 0.069 0.205 0.123 -0.159 -0.201 -0.008 | -| bplus_1 | 0.913 0.136 0.459 -0.246 0.584 -0.690 -0.467 0.557 -0.020 -0.897 0.912 -0.192 1.000 0.889 0.462 0.180 -0.419 -0.737 -0.299 -0.890 -0.537 0.691 0.874 0.035 | -| DDstar_s | 0.974 0.145 0.490 -0.263 0.623 -0.736 -0.498 0.594 -0.021 -0.957 0.973 -0.204 0.889 1.000 0.493 0.192 -0.446 -0.786 -0.319 -0.949 -0.573 0.737 0.932 0.038 | -| phi_p | 0.506 0.075 0.255 -0.137 0.324 -0.383 -0.259 0.309 -0.011 -0.498 0.506 -0.106 0.462 0.493 1.000 0.100 -0.232 -0.409 -0.166 -0.493 -0.298 0.383 0.485 0.020 | -| Dbar_s | 0.197 0.029 0.099 -0.053 0.126 -0.149 -0.101 0.120 -0.004 -0.194 0.197 -0.041 0.180 0.192 0.100 1.000 -0.090 -0.159 -0.065 -0.192 -0.116 0.149 0.189 0.008 | -| p3770_s | -0.458 -0.068 -0.231 0.124 -0.293 0.346 0.234 -0.280 0.010 0.450 -0.458 0.096 -0.419 -0.446 -0.232 -0.090 1.000 0.370 0.150 0.447 0.270 -0.347 -0.439 -0.018 | -| p4040_s | -0.807 -0.120 -0.406 0.218 -0.516 0.610 0.412 -0.492 0.017 0.793 -0.806 0.169 -0.737 -0.786 -0.409 -0.159 0.370 1.000 0.264 0.786 0.475 -0.611 -0.772 -0.031 | -| p4160_s | -0.327 -0.049 -0.165 0.088 -0.209 0.247 0.167 -0.200 0.007 0.322 -0.327 0.069 -0.299 -0.319 -0.166 -0.065 0.150 0.264 1.000 0.319 0.193 -0.248 -0.313 -0.013 | -| p4415_p | -0.974 -0.145 -0.490 0.263 -0.623 0.736 0.498 -0.594 0.021 0.957 -0.973 0.205 -0.890 -0.949 -0.493 -0.192 0.447 0.786 0.319 1.000 0.573 -0.737 -0.933 -0.038 | -| p4040_p | -0.588 -0.088 -0.296 0.159 -0.376 0.445 0.301 -0.359 0.013 0.578 -0.587 0.123 -0.537 -0.573 -0.298 -0.116 0.270 0.475 0.193 0.573 1.000 -0.445 -0.563 -0.023 | -| bplus_2 | 0.757 0.113 0.381 -0.204 0.484 -0.572 -0.387 0.462 -0.016 -0.744 0.756 -0.159 0.691 0.737 0.383 0.149 -0.347 -0.611 -0.248 -0.737 -0.445 1.000 0.724 0.029 | -| p3770_p | 0.957 0.143 0.482 -0.258 0.613 -0.724 -0.489 0.584 -0.020 -0.941 0.956 -0.201 0.874 0.932 0.485 0.189 -0.439 -0.772 -0.313 -0.933 -0.563 0.724 1.000 0.037 | -| p4415_s | 0.039 0.006 0.020 -0.010 0.025 -0.029 -0.020 0.024 -0.001 -0.038 0.039 -0.008 0.035 0.038 0.020 0.008 -0.018 -0.031 -0.013 -0.038 -0.023 0.029 0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.2295380818575294}), (, {'error': 0.0001926485423469071}), (, {'error': 0.001615924518785783}), (, {'error': 0.0011850497323457887}), (, {'error': 0.011592246979561516}), (, {'error': 0.011406053157259954}), (, {'error': 0.0009018957150410678}), (, {'error': 0.003114124468521773}), (, {'error': 0.0002887142210248328}), (, {'error': 0.019344404182007224}), (, {'error': 0.05525131456119947}), (, {'error': 0.0038605550835368874}), (, {'error': 0.0026270912878124664}), (, {'error': 0.0018252865650761063}), (, {'error': 0.0018654526016197437}), (, {'error': 2.3715489764514208e-05}), (, {'error': 0.0019204696237620222}), (, {'error': 0.002439932677062273}), (, {'error': 0.0010769001053160254}), (, {'error': 0.01268931446006949}), (, {'error': 0.005616340012620125}), (, {'error': 0.0013769146827073975}), (, {'error': 0.03921937702977285}), (, {'error': 0.0010868985457217484})]) -Toy 24/25 -Time taken: 2 h, 18 min -Projected time left: 5 min, 47 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1378 (1378 total) | -| EDM = 0.00449 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297316.3566738636 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.498 | 0.022 | | | -2 | 2 | | -| 1 | Ctt | -0.45 | 0.20 | | | -1.5 | 1.5 | | -| 2 | rho_s | 1.61 | 0.31 | | |0.0253049| 2.0747 | | -| 3 | Dbar_p | -3.96 | 0.29 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | rho_p | 5.95 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.48 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | DDstar_p | -0.91 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | psi2s_p | 1.917 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.601 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| omega_s | 4 | 5 | | | 4.19232 | 9.40768 | | -| 12| bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 14| phi_p | 6.00 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.86 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4040_s | 0.005 | 0.031 | | |0.00501244| 2.01499 | | -| 18| p4160_s | 2.55 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -1.90 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.20 | 0.09 | | | -2 | 2 | | -| 22| p3770_p | 3.76 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| p4415_s | 1.21 | 0.19 | | |0.126447 | 2.35355 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 Ctt rho_s Dbar_p omega_p rho_p p4160_p DDstar_p phi_s psi2s_p jpsi_p omega_s bplus_1 DDstar_s phi_p Dbar_s p3770_s p4040_s p4160_s p4415_p p4040_p bplus_2 p3770_p p4415_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.004 0.227 0.043 -0.037 -0.012 0.028 0.032 -0.017 0.008 -0.030 -0.082 -0.871 -0.001 0.006 -0.000 0.049 0.001 0.047 0.020 -0.001 -0.001 0.038 0.025 | -| Ctt | -0.004 1.000 -0.007 -0.260 0.005 0.104 -0.340 -0.086 -0.038 0.128 0.167 0.019 -0.188 0.001 -0.004 0.016 -0.288 -0.029 0.338 0.012 0.012 0.737 -0.206 0.208 | -| rho_s | 0.227 -0.007 1.000 0.036 -0.175 0.147 0.016 0.052 0.023 0.017 0.030 -0.400 -0.164 -0.002 0.038 -0.001 0.019 0.001 0.016 0.000 -0.001 -0.017 0.026 0.017 | -| Dbar_p | 0.043 -0.260 0.036 1.000 -0.003 0.025 0.135 -0.050 -0.006 0.091 0.357 -0.006 0.165 0.003 0.005 0.016 0.104 0.009 -0.047 -0.037 -0.002 -0.076 0.392 0.018 | -| omega_p | -0.037 0.005 -0.175 -0.003 1.000 -0.007 -0.002 -0.008 0.035 -0.003 -0.018 0.377 0.031 0.000 0.024 0.000 -0.002 -0.000 0.002 0.004 0.000 0.021 -0.005 -0.001 | -| rho_p | -0.012 0.104 0.147 0.025 -0.007 1.000 0.011 -0.009 0.139 0.009 -0.082 0.376 0.022 -0.000 0.138 -0.000 0.016 -0.001 0.074 0.062 -0.001 0.257 -0.015 0.020 | -| p4160_p | 0.028 -0.340 0.016 0.135 -0.002 0.011 1.000 0.294 -0.007 -0.110 0.086 -0.004 0.056 0.034 -0.000 0.029 0.124 0.028 -0.162 0.234 -0.002 -0.067 0.259 -0.001 | -| DDstar_p | 0.032 -0.086 0.052 -0.050 -0.008 -0.009 0.294 1.000 0.006 0.095 0.296 -0.018 0.285 0.018 0.002 -0.000 0.216 0.016 -0.034 0.041 -0.007 -0.209 0.243 -0.028 | -| phi_s | -0.017 -0.038 0.023 -0.006 0.035 0.139 -0.007 0.006 1.000 -0.006 -0.001 0.057 0.023 0.000 0.652 0.000 -0.009 0.000 -0.024 -0.021 0.000 -0.074 0.001 -0.006 | -| psi2s_p | 0.008 0.128 0.017 0.091 -0.003 0.009 -0.110 0.095 -0.006 1.000 0.032 -0.005 0.080 0.024 -0.002 0.031 -0.437 -0.009 -0.037 -0.098 0.010 -0.026 0.108 0.024 | -| jpsi_p | -0.030 0.167 0.030 0.357 -0.018 -0.082 0.086 0.296 -0.001 0.032 1.000 -0.038 0.103 0.036 -0.028 0.035 0.039 0.003 -0.014 0.017 0.001 0.071 0.181 -0.013 | -| omega_s | -0.082 0.019 -0.400 -0.006 0.377 0.376 -0.004 -0.018 0.057 -0.005 -0.038 1.000 0.068 0.001 0.019 0.000 -0.004 -0.000 0.009 0.011 0.000 0.058 -0.013 -0.001 | -| bplus_1 | -0.871 -0.188 -0.164 0.165 0.031 0.022 0.056 0.285 0.023 0.080 0.103 0.068 1.000 -0.012 0.004 -0.008 0.087 0.003 0.008 -0.071 -0.002 -0.280 0.103 0.087 | -| DDstar_s | -0.001 0.001 -0.002 0.003 0.000 -0.000 0.034 0.018 0.000 0.024 0.036 0.001 -0.012 1.000 0.000 -0.001 0.015 0.001 0.006 0.024 -0.001 0.010 0.008 0.000 | -| phi_p | 0.006 -0.004 0.038 0.005 0.024 0.138 -0.000 0.002 0.652 -0.002 -0.028 0.019 0.004 0.000 1.000 0.000 0.001 -0.000 0.004 0.002 -0.000 0.014 -0.002 0.001 | -| Dbar_s | -0.000 0.016 -0.001 0.016 0.000 -0.000 0.029 -0.000 0.000 0.031 0.035 0.000 -0.008 -0.001 0.000 1.000 0.026 0.001 0.002 0.017 -0.001 0.006 0.016 -0.001 | -| p3770_s | 0.049 -0.288 0.019 0.104 -0.002 0.016 0.124 0.216 -0.009 -0.437 0.039 -0.004 0.087 0.015 0.001 0.026 1.000 0.001 0.014 0.026 -0.002 -0.136 -0.101 -0.007 | -| p4040_s | 0.001 -0.029 0.001 0.009 -0.000 -0.001 0.028 0.016 0.000 -0.009 0.003 -0.000 0.003 0.001 -0.000 0.001 0.001 1.000 0.018 0.014 -0.370 -0.008 0.019 -0.003 | -| p4160_s | 0.047 0.338 0.016 -0.047 0.002 0.074 -0.162 -0.034 -0.024 -0.037 -0.014 0.009 0.008 0.006 0.004 0.002 0.014 0.018 1.000 -0.225 -0.014 0.181 -0.078 0.312 | -| p4415_p | 0.020 0.012 0.000 -0.037 0.004 0.062 0.234 0.041 -0.021 -0.098 0.017 0.011 -0.071 0.024 0.002 0.017 0.026 0.014 -0.225 1.000 -0.003 0.214 0.068 -0.095 | -| p4040_p | -0.001 0.012 -0.001 -0.002 0.000 -0.001 -0.002 -0.007 0.000 0.010 0.001 0.000 -0.002 -0.001 -0.000 -0.001 -0.002 -0.370 -0.014 -0.003 1.000 0.003 -0.009 -0.003 | -| bplus_2 | -0.001 0.737 -0.017 -0.076 0.021 0.257 -0.067 -0.209 -0.074 -0.026 0.071 0.058 -0.280 0.010 0.014 0.006 -0.136 -0.008 0.181 0.214 0.003 1.000 -0.101 -0.028 | -| p3770_p | 0.038 -0.206 0.026 0.392 -0.005 -0.015 0.259 0.243 0.001 0.108 0.181 -0.013 0.103 0.008 -0.002 0.016 -0.101 0.019 -0.078 0.068 -0.009 -0.101 1.000 -0.058 | -| p4415_s | 0.025 0.208 0.017 0.018 -0.001 0.020 -0.001 -0.028 -0.006 0.024 -0.013 -0.001 0.087 0.000 0.001 -0.001 -0.007 -0.003 0.312 -0.095 -0.003 -0.028 -0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02247409273727352}), (, {'error': 0.1963851228857182}), (, {'error': 0.31001504152769843}), (, {'error': 0.2917514525045024}), (, {'error': 0.32777570593807237}), (, {'error': 0.23020871634973084}), (, {'error': 0.08212053021242749}), (, {'error': 0.29561673977084935}), (, {'error': 1.0357614012827643}), (, {'error': 0.030527108231946265}), (, {'error': 0.02824046669162561}), (, {'error': 5.039142671502967}), (, {'error': 0.044153278506821936}), (, {'error': 0.01567787150135952}), (, {'error': 0.23408236952906858}), (, {'error': 0.014469154921499666}), (, {'error': 0.23625737158525517}), (, {'error': 0.03094850601708253}), (, {'error': 0.15225043496163693}), (, {'error': 0.17026570909054506}), (, {'error': 7.814757925887119}), (, {'error': 0.09353349855759074}), (, {'error': 0.11178295588039067}), (, {'error': 0.18715401238220897})]) -Toy 25/25 -Time taken: 2 h, 25 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.4173859374499085 -Mean Ctt error = 0.19687291194462297 -95 Sensitivy = 0.00032557512504346423 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247861.out b/finished fits/ff1data1/slurm-2247861.out deleted file mode 100644 index 2b0d24b..0000000 --- a/finished fits/ff1data1/slurm-2247861.out +++ /dev/null @@ -1,5114 +0,0 @@ -Simulation starting -2019-09-05 16:52:50.352465: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:52:53.332867: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 16:52:53.333785: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:53.338809: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:53.342504: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:53.343111: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:53.346480: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:53.349276: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:53.356767: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:53.426679: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:53.428312: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:52:53.442861: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:52:53.443149: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55b597c1c990 executing computations on platform Host. Devices: -2019-09-05 16:52:53.443180: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:52:53.480754: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 16:52:53.480975: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:53.481011: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:53.481041: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:53.481071: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:53.481100: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:53.481129: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:53.481158: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:53.548554: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:53.548791: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:55.147730: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:52:55.147792: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:52:55.147809: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:52:55.185720: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0b:00.0, compute capability: 3.7) -2019-09-05 16:52:55.190174: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55b598178f00 executing computations on platform CUDA. Devices: -2019-09-05 16:52:55.190244: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:52:57.709247 140446087948032 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:52:57.769661 140446087948032 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:52:58.280271 140446087948032 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:53:32.847504: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:53:42.626143 140446087948032 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318742.1954989 Edm = 75.972 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318742.1954989 Edm = 75.972 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301152.6250011 Edm = 4.79818 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301129.7914126 Edm = 13.0322 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298632.462662 Edm = 1.26371 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298628.5423418 Edm = 10.9655 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298535.6218614 Edm = 19.454 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298528.5732199 Edm = 18.6426 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298478.9026497 Edm = 44.591 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298368.7033177 Edm = 27.786 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298359.3954928 Edm = 5.96378 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298355.0058492 Edm = 1.96621 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298339.7965822 Edm = 11.7504 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297609.9952528 Edm = 42.0665 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297584.1497292 Edm = 6.82131 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297566.7344889 Edm = 6.44504 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297557.1042065 Edm = 1.03205 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297555.9649568 Edm = 0.777083 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297555.0911134 Edm = 0.077265 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297554.9399172 Edm = 0.0441269 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297554.6825829 Edm = 0.237492 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297543.3847822 Edm = 12.2267 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297543.1333385 Edm = 0.254398 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297536.0682815 Edm = 8.12063 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297534.1725629 Edm = 1.89465 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297468.7956813 Edm = 18.3221 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297462.1948536 Edm = 4.64891 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297460.0561586 Edm = 0.267749 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297459.6441404 Edm = 0.0655289 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297459.4505572 Edm = 0.093479 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297415.2811125 Edm = 25.4344 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297294.0272171 Edm = 14.1058 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297277.9116868 Edm = 6.26608 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297276.0145533 Edm = 0.251984 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297275.7380538 Edm = 0.0197761 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297275.5571008 Edm = 0.0345886 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297275.5076564 Edm = 0.0100084 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297275.4542937 Edm = 0.0579561 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297273.7154161 Edm = 1.0005 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297270.9833101 Edm = 1.17624 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297268.1197736 Edm = 0.373999 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297267.5482928 Edm = 0.13929 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297259.2132534 Edm = 5.05412 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297259.2059064 Edm = 0.237533 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297254.9964271 Edm = 3.65603 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297242.2399821 Edm = 7.92233 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297233.5727091 Edm = 1.97325 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297232.3398982 Edm = 0.914092 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297230.7104994 Edm = 0.579879 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297228.4339505 Edm = 0.400512 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297228.339665 Edm = 0.0670991 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297228.2938973 Edm = 0.0148276 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297228.2680904 Edm = 0.0165261 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297227.9532794 Edm = 0.250553 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297203.6258629 Edm = 14.6816 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297199.4488665 Edm = 7.74198 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297193.4184049 Edm = 1.76685 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297192.6314255 Edm = 0.1243 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297192.5204205 Edm = 0.00503213 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297192.5136154 Edm = 0.00669202 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297192.4957359 Edm = 0.0222961 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297191.1751452 Edm = 1.22361 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297160.6406735 Edm = 3.19393 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297155.9137144 Edm = 0.865947 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297155.1772406 Edm = 0.457782 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297154.8987618 Edm = 0.0604175 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297154.8326294 Edm = 0.00444029 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297154.8091481 Edm = 0.0141021 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297153.6172553 Edm = 0.81298 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297148.1725156 Edm = 1.06324 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297147.3795937 Edm = 0.0474133 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297147.3313245 Edm = 0.00272139 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297147.3197689 Edm = 0.00718285 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297147.2180622 Edm = 0.0827405 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297145.1832521 Edm = 1.44164 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297137.0134429 Edm = 2.24072 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297132.927632 Edm = 1.0624 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297130.7372681 Edm = 0.525019 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297130.2701611 Edm = 0.0230057 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297130.2513999 Edm = 0.00171058 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297130.2478838 Edm = 0.0027339 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297130.070396 Edm = 0.181812 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297130.053381 Edm = 0.016485 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297128.4275117 Edm = 0.246441 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297123.0806363 Edm = 2.08742 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297120.9062574 Edm = 0.955303 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297119.7571192 Edm = 0.0486637 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297119.7072992 Edm = 0.00612298 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297119.6953332 Edm = 0.0042581 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297119.6857376 Edm = 0.000659766 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297119.6822575 Edm = 0.00278918 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297119.578624 Edm = 0.104133 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297119.4710614 Edm = 0.105625 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297106.5476487 Edm = 2.04639 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297105.3266553 Edm = 0.699411 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297104.5736049 Edm = 0.171627 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297104.3214739 Edm = 0.0144402 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297104.3082195 Edm = 0.00184581 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297104.3062766 Edm = 0.000507636 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297104.3009895 Edm = 0.00720453 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297104.2621115 Edm = 0.036732 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297103.5617381 Edm = 0.502551 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297101.8639018 Edm = 0.289924 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297101.5758721 Edm = 0.0783265 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297101.5041829 Edm = 0.0210729 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297101.4773604 Edm = 0.000906625 NCalls = 346 -VariableMetric: Iteration # 105 - FCN = 297101.4762301 Edm = 7.78854e-05 NCalls = 348 -VariableMetric: After Hessian - FCN = 297101.4762301 Edm = 16.8285 NCalls = 821 -VariableMetric: Iteration # 106 - FCN = 297101.4762301 Edm = 16.8285 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297095.3884754 Edm = 1377.76 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297095.1821952 Edm = 4.85041 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297092.8376964 Edm = 1.06441 NCalls = 836 -VariableMetric: Iteration # 110 - FCN = 297091.6493084 Edm = 0.438186 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297091.0044478 Edm = 0.189882 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297090.6695398 Edm = 0.0767761 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297090.5653801 Edm = 0.0644366 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297090.4551059 Edm = 0.036075 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297090.3276759 Edm = 0.0709798 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297090.2358675 Edm = 0.0521825 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297090.0593843 Edm = 0.0463069 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297089.9394329 Edm = 0.0542673 NCalls = 856 -VariableMetric: Iteration # 119 - FCN = 297089.7364003 Edm = 0.0848017 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297089.528512 Edm = 0.0516161 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297089.3714478 Edm = 0.0392842 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297089.2905832 Edm = 0.0197853 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297089.2422368 Edm = 0.00642032 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297089.2333092 Edm = 0.0012734 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297089.2304386 Edm = 0.000526188 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297089.2288611 Edm = 0.000237887 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297089.2283173 Edm = 0.000138486 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297089.2278516 Edm = 0.000104092 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297089.2275588 Edm = 4.48847e-05 NCalls = 878 -VariableMetric: After Hessian - FCN = 297089.2275588 Edm = 0.000125113 NCalls = 1357 -VariableMetric: Iteration # 130 - FCN = 297089.2275588 Edm = 0.000125113 NCalls = 1357 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309594.9590671 Edm = 25.05 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309594.9590671 Edm = 25.05 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300648.6495503 Edm = 15.5572 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300608.4695123 Edm = 8.31346 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298121.6117296 Edm = 2.36334 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298116.1825497 Edm = 2.02739 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298053.4436809 Edm = 0.263301 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298053.0841821 Edm = 0.177367 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298051.9232194 Edm = 1.26039 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298022.9773442 Edm = 17.1503 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297893.7495652 Edm = 7.92073 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297874.8797944 Edm = 32.1731 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297857.5578343 Edm = 6.72584 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297847.9674614 Edm = 2.12345 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297845.5045421 Edm = 2.68149 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297841.8621864 Edm = 0.762684 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297832.9395873 Edm = 13.2784 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297682.2434724 Edm = 83.695 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297582.5712017 Edm = 28.9873 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297545.3241877 Edm = 1.07508 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297544.4747302 Edm = 0.0675939 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297544.0873319 Edm = 0.465059 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297541.4628858 Edm = 2.93503 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297541.3934787 Edm = 0.0658794 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297539.7093843 Edm = 1.63096 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297521.3115633 Edm = 8.59369 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297517.3698327 Edm = 0.332956 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297516.9732758 Edm = 0.0438984 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297516.3961366 Edm = 0.448011 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297507.052388 Edm = 6.89202 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297488.741125 Edm = 1.36536 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297486.9612693 Edm = 0.412016 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297486.3395834 Edm = 0.404067 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297485.3591635 Edm = 0.290685 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297485.1332826 Edm = 0.0586186 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297485.0417452 Edm = 0.0240864 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297484.8798477 Edm = 0.12638 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297478.5540472 Edm = 6.09062 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297447.6150504 Edm = 4.47059 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297441.1229857 Edm = 3.11026 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297439.5081305 Edm = 0.995899 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297438.0443574 Edm = 1.09011 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297437.5075791 Edm = 0.0792082 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297437.4032632 Edm = 0.0218321 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297437.3608914 Edm = 0.0110231 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297437.3382594 Edm = 0.0122011 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297437.065013 Edm = 0.267064 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297436.9933819 Edm = 0.0713606 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297435.3938267 Edm = 1.32322 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297409.9802221 Edm = 16.708 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297405.4694414 Edm = 24.1729 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297389.8918328 Edm = 5.36528 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297387.5131546 Edm = 4.67548 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297375.1843712 Edm = 3.02254 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297373.8106334 Edm = 1.4387 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297372.9651306 Edm = 0.528704 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297372.5333598 Edm = 0.0223933 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297372.511312 Edm = 0.00742074 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297372.4611327 Edm = 0.0507663 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297372.2599635 Edm = 0.0735591 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297372.1737303 Edm = 0.0029773 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297372.1686697 Edm = 0.00233014 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297372.1398997 Edm = 0.0225435 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297369.6191775 Edm = 2.5098 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297366.3172841 Edm = 1.47319 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297364.6152634 Edm = 0.355489 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297364.4290384 Edm = 0.171991 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297364.2384092 Edm = 0.0964909 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297363.9354111 Edm = 0.0766921 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297363.8635942 Edm = 0.0127638 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297363.8517227 Edm = 0.0017234 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297363.8490021 Edm = 0.000932132 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297363.8375161 Edm = 0.0116769 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297363.535814 Edm = 0.224709 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297361.0934183 Edm = 0.381422 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297360.3780902 Edm = 0.603733 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297359.029978 Edm = 0.706568 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297358.5794646 Edm = 0.769762 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297357.9373281 Edm = 0.0788645 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297357.6596709 Edm = 0.169544 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297357.4118966 Edm = 0.260668 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297357.1239942 Edm = 0.140135 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297356.9437521 Edm = 0.110743 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297356.8992792 Edm = 0.0330893 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297356.8459592 Edm = 0.00568304 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297356.8378238 Edm = 0.000609693 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297356.8366383 Edm = 0.000637316 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297356.8312213 Edm = 0.00435625 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297356.7371798 Edm = 0.0729842 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297354.6955593 Edm = 1.10827 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297352.135812 Edm = 0.887604 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297351.5129549 Edm = 0.0670656 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297351.4484918 Edm = 0.00426639 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297351.443802 Edm = 0.000151117 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297351.4435229 Edm = 0.000179788 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297351.4427629 Edm = 0.000746578 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297351.4291791 Edm = 0.0123545 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297350.2507387 Edm = 0.902709 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297348.88845 Edm = 0.559501 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297348.3817851 Edm = 0.0690733 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297348.3319112 Edm = 0.0528143 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297348.1996542 Edm = 0.0527991 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297348.0861086 Edm = 0.0744963 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297348.0249037 Edm = 0.0540819 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297347.9632717 Edm = 0.0201598 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297347.9384833 Edm = 0.00239614 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297347.9331418 Edm = 0.000309781 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297347.9327068 Edm = 0.000148512 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297347.9324883 Edm = 0.000290644 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297347.9178569 Edm = 0.0144092 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297346.9345056 Edm = 0.391686 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297346.6418794 Edm = 0.128502 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297346.4693558 Edm = 0.115533 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297346.4143029 Edm = 0.0284913 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297346.3734132 Edm = 0.00724554 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297346.3549096 Edm = 0.00840768 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297346.3361001 Edm = 0.00277956 NCalls = 371 -VariableMetric: Iteration # 116 - FCN = 297346.332197 Edm = 0.00036029 NCalls = 373 -VariableMetric: Iteration # 117 - FCN = 297346.3318136 Edm = 0.00022302 NCalls = 375 -VariableMetric: Iteration # 118 - FCN = 297346.3313311 Edm = 0.000343523 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297346.3250121 Edm = 0.00475931 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297346.1923501 Edm = 0.0809987 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297345.4516917 Edm = 0.958831 NCalls = 389 -VariableMetric: Iteration # 122 - FCN = 297343.8966653 Edm = 2.47757 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297343.467966 Edm = 1.62995 NCalls = 399 -VariableMetric: Iteration # 124 - FCN = 297342.27861 Edm = 0.980596 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297341.1473039 Edm = 0.407523 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297340.9094411 Edm = 0.645883 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297340.104105 Edm = 0.930287 NCalls = 410 -VariableMetric: Iteration # 128 - FCN = 297339.6585797 Edm = 0.376743 NCalls = 413 -VariableMetric: Iteration # 129 - FCN = 297339.2868898 Edm = 0.0903579 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297339.0842075 Edm = 0.0867093 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297338.9290359 Edm = 0.0910328 NCalls = 420 -VariableMetric: Iteration # 132 - FCN = 297338.7877679 Edm = 0.0501275 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297338.7377503 Edm = 0.013522 NCalls = 424 -VariableMetric: Iteration # 134 - FCN = 297338.7152156 Edm = 0.00549984 NCalls = 426 -VariableMetric: Iteration # 135 - FCN = 297338.6889457 Edm = 0.0135225 NCalls = 428 -VariableMetric: Iteration # 136 - FCN = 297338.6553736 Edm = 0.00913082 NCalls = 431 -VariableMetric: Iteration # 137 - FCN = 297338.6418252 Edm = 0.00359871 NCalls = 433 -VariableMetric: Iteration # 138 - FCN = 297338.6355661 Edm = 0.00291547 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297338.6313694 Edm = 0.00167763 NCalls = 439 -VariableMetric: Iteration # 140 - FCN = 297338.6285318 Edm = 0.00109488 NCalls = 442 -VariableMetric: Iteration # 141 - FCN = 297338.6255811 Edm = 0.00272025 NCalls = 445 -VariableMetric: Iteration # 142 - FCN = 297338.6234198 Edm = 0.00411219 NCalls = 447 -VariableMetric: Iteration # 143 - FCN = 297338.6165906 Edm = 0.00536786 NCalls = 451 -VariableMetric: Iteration # 144 - FCN = 297338.6076999 Edm = 0.0285348 NCalls = 454 -VariableMetric: Iteration # 145 - FCN = 297338.5958758 Edm = 0.00771327 NCalls = 462 -VariableMetric: Iteration # 146 - FCN = 297338.5928559 Edm = 0.00887199 NCalls = 465 -VariableMetric: Iteration # 147 - FCN = 297338.580837 Edm = 0.00439669 NCalls = 468 -VariableMetric: Iteration # 148 - FCN = 297338.5697518 Edm = 0.00741908 NCalls = 471 -VariableMetric: Iteration # 149 - FCN = 297338.5659713 Edm = 0.00158062 NCalls = 473 -VariableMetric: Iteration # 150 - FCN = 297338.5636852 Edm = 0.000325334 NCalls = 476 -VariableMetric: Iteration # 151 - FCN = 297338.5625644 Edm = 0.000707325 NCalls = 478 -VariableMetric: Iteration # 152 - FCN = 297338.5530647 Edm = 0.014378 NCalls = 482 -VariableMetric: Iteration # 153 - FCN = 297338.3105927 Edm = 0.214954 NCalls = 493 -VariableMetric: Iteration # 154 - FCN = 297336.9875362 Edm = 3.20343 NCalls = 500 -VariableMetric: Iteration # 155 - FCN = 297336.7499983 Edm = 0.437322 NCalls = 502 -VariableMetric: Iteration # 156 - FCN = 297336.5562316 Edm = 0.0617136 NCalls = 505 -VariableMetric: Iteration # 157 - FCN = 297336.4805664 Edm = 0.0235063 NCalls = 507 -VariableMetric: Iteration # 158 - FCN = 297336.3482106 Edm = 0.0932568 NCalls = 510 -VariableMetric: Iteration # 159 - FCN = 297335.798192 Edm = 0.196017 NCalls = 513 -VariableMetric: Iteration # 160 - FCN = 297335.6061571 Edm = 0.148138 NCalls = 516 -VariableMetric: Iteration # 161 - FCN = 297335.5262276 Edm = 0.0341997 NCalls = 517 -VariableMetric: Iteration # 162 - FCN = 297335.469302 Edm = 0.0150892 NCalls = 520 -VariableMetric: Iteration # 163 - FCN = 297335.4586659 Edm = 0.0081835 NCalls = 522 -VariableMetric: Iteration # 164 - FCN = 297335.4491337 Edm = 0.00456127 NCalls = 524 -VariableMetric: Iteration # 165 - FCN = 297335.4317709 Edm = 0.00605399 NCalls = 528 -VariableMetric: Iteration # 166 - FCN = 297335.4255499 Edm = 0.00438537 NCalls = 529 -VariableMetric: Iteration # 167 - FCN = 297335.4220462 Edm = 0.000906712 NCalls = 531 -VariableMetric: Iteration # 168 - FCN = 297335.4205874 Edm = 0.000325439 NCalls = 534 -VariableMetric: Iteration # 169 - FCN = 297335.420143 Edm = 4.41456e-05 NCalls = 536 -VariableMetric: After Hessian - FCN = 297335.420143 Edm = 68.2742 NCalls = 1019 -VariableMetric: Iteration # 170 - FCN = 297335.420143 Edm = 68.2742 NCalls = 1019 -VariableMetric: Iteration # 171 - FCN = 297335.0750085 Edm = 15.3884 NCalls = 1026 -VariableMetric: Iteration # 172 - FCN = 297335.0160345 Edm = 0.686451 NCalls = 1028 -VariableMetric: Iteration # 173 - FCN = 297333.6672847 Edm = 0.727789 NCalls = 1032 -VariableMetric: Iteration # 174 - FCN = 297332.4808944 Edm = 0.838255 NCalls = 1037 -VariableMetric: Iteration # 175 - FCN = 297331.2239538 Edm = 2.57482 NCalls = 1042 -VariableMetric: Iteration # 176 - FCN = 297330.497356 Edm = 2.53718 NCalls = 1045 -VariableMetric: Iteration # 177 - FCN = 297328.7213791 Edm = 3.40465 NCalls = 1048 -VariableMetric: Iteration # 178 - FCN = 297324.262703 Edm = 2.94785 NCalls = 1051 -VariableMetric: Iteration # 179 - FCN = 297323.1741497 Edm = 0.439329 NCalls = 1053 -VariableMetric: Iteration # 180 - FCN = 297321.4561599 Edm = 0.839054 NCalls = 1055 -VariableMetric: Iteration # 181 - FCN = 297320.3175644 Edm = 0.283163 NCalls = 1058 -VariableMetric: Iteration # 182 - FCN = 297319.6691881 Edm = 0.363951 NCalls = 1060 -VariableMetric: Iteration # 183 - FCN = 297319.1389543 Edm = 0.113112 NCalls = 1062 -VariableMetric: Iteration # 184 - FCN = 297318.9402181 Edm = 0.109233 NCalls = 1064 -VariableMetric: Iteration # 185 - FCN = 297318.6362045 Edm = 0.045442 NCalls = 1067 -VariableMetric: Iteration # 186 - FCN = 297318.5340074 Edm = 0.0411889 NCalls = 1069 -VariableMetric: Iteration # 187 - FCN = 297318.3844853 Edm = 0.0452052 NCalls = 1071 -VariableMetric: Iteration # 188 - FCN = 297318.2860281 Edm = 0.0263058 NCalls = 1073 -VariableMetric: Iteration # 189 - FCN = 297318.204128 Edm = 0.0306895 NCalls = 1075 -VariableMetric: Iteration # 190 - FCN = 297318.0165617 Edm = 0.0749762 NCalls = 1078 -VariableMetric: Iteration # 191 - FCN = 297317.8415894 Edm = 0.0833554 NCalls = 1081 -VariableMetric: Iteration # 192 - FCN = 297317.5628432 Edm = 0.054931 NCalls = 1085 -VariableMetric: Iteration # 193 - FCN = 297317.5215272 Edm = 0.0540437 NCalls = 1087 -VariableMetric: Iteration # 194 - FCN = 297317.4815767 Edm = 0.0134426 NCalls = 1089 -VariableMetric: Iteration # 195 - FCN = 297317.4358154 Edm = 0.0117834 NCalls = 1091 -VariableMetric: Iteration # 196 - FCN = 297317.4194889 Edm = 0.00335256 NCalls = 1093 -VariableMetric: Iteration # 197 - FCN = 297317.4107133 Edm = 0.00353996 NCalls = 1095 -VariableMetric: Iteration # 198 - FCN = 297317.390887 Edm = 0.00507568 NCalls = 1098 -VariableMetric: Iteration # 199 - FCN = 297317.3792663 Edm = 0.00420743 NCalls = 1100 -VariableMetric: Iteration # 200 - FCN = 297317.3483818 Edm = 0.0125334 NCalls = 1103 -VariableMetric: Iteration # 201 - FCN = 297317.3275404 Edm = 0.00513892 NCalls = 1105 -VariableMetric: Iteration # 202 - FCN = 297317.2862137 Edm = 0.032765 NCalls = 1109 -VariableMetric: Iteration # 203 - FCN = 297317.2517746 Edm = 0.0170811 NCalls = 1111 -VariableMetric: Iteration # 204 - FCN = 297317.2337911 Edm = 0.00469081 NCalls = 1114 -VariableMetric: Iteration # 205 - FCN = 297317.2183722 Edm = 0.00986201 NCalls = 1116 -VariableMetric: Iteration # 206 - FCN = 297317.1928814 Edm = 0.00914143 NCalls = 1119 -VariableMetric: Iteration # 207 - FCN = 297317.1820075 Edm = 0.00305771 NCalls = 1121 -VariableMetric: Iteration # 208 - FCN = 297317.175917 Edm = 0.00407153 NCalls = 1124 -VariableMetric: Iteration # 209 - FCN = 297317.1655714 Edm = 0.00519707 NCalls = 1127 -VariableMetric: Iteration # 210 - FCN = 297317.1573043 Edm = 0.00349866 NCalls = 1130 -VariableMetric: Iteration # 211 - FCN = 297317.1523825 Edm = 0.00204863 NCalls = 1132 -VariableMetric: Iteration # 212 - FCN = 297317.1445528 Edm = 0.00628564 NCalls = 1135 -VariableMetric: Iteration # 213 - FCN = 297317.1374361 Edm = 0.00117696 NCalls = 1137 -VariableMetric: Iteration # 214 - FCN = 297317.1347253 Edm = 0.00122058 NCalls = 1139 -VariableMetric: Iteration # 215 - FCN = 297317.1316159 Edm = 0.00186937 NCalls = 1141 -VariableMetric: Iteration # 216 - FCN = 297317.1290212 Edm = 0.000445597 NCalls = 1144 -VariableMetric: Iteration # 217 - FCN = 297317.1264892 Edm = 0.00100042 NCalls = 1147 -VariableMetric: Iteration # 218 - FCN = 297317.1237831 Edm = 0.000386178 NCalls = 1150 -VariableMetric: Iteration # 219 - FCN = 297317.1230664 Edm = 0.000227918 NCalls = 1152 -VariableMetric: Iteration # 220 - FCN = 297317.1225783 Edm = 0.000236462 NCalls = 1154 -VariableMetric: Iteration # 221 - FCN = 297317.1216343 Edm = 0.000351381 NCalls = 1156 -VariableMetric: Iteration # 222 - FCN = 297317.1204517 Edm = 0.000430708 NCalls = 1158 -VariableMetric: Iteration # 223 - FCN = 297317.1179079 Edm = 0.00103225 NCalls = 1161 -VariableMetric: Iteration # 224 - FCN = 297317.1115418 Edm = 0.00267564 NCalls = 1164 -VariableMetric: Iteration # 225 - FCN = 297317.1060021 Edm = 0.00130437 NCalls = 1166 -VariableMetric: Iteration # 226 - FCN = 297317.0999523 Edm = 0.00286508 NCalls = 1169 -VariableMetric: Iteration # 227 - FCN = 297317.0850645 Edm = 0.0110363 NCalls = 1173 -VariableMetric: Iteration # 228 - FCN = 297317.0821215 Edm = 0.00435562 NCalls = 1175 -VariableMetric: Iteration # 229 - FCN = 297317.078351 Edm = 0.00149719 NCalls = 1178 -VariableMetric: Iteration # 230 - FCN = 297317.0763503 Edm = 0.000871487 NCalls = 1181 -VariableMetric: Iteration # 231 - FCN = 297317.070785 Edm = 0.00122404 NCalls = 1184 -VariableMetric: Iteration # 232 - FCN = 297317.0690372 Edm = 0.000229501 NCalls = 1186 -VariableMetric: Iteration # 233 - FCN = 297317.0685475 Edm = 0.000217113 NCalls = 1188 -VariableMetric: Iteration # 234 - FCN = 297317.0677037 Edm = 0.000104674 NCalls = 1190 -VariableMetric: Iteration # 235 - FCN = 297317.0674126 Edm = 8.91279e-05 NCalls = 1192 -VariableMetric: Iteration # 236 - FCN = 297317.0671967 Edm = 1.52811e-05 NCalls = 1195 -VariableMetric: After Hessian - FCN = 297317.0671967 Edm = 0.00020685 NCalls = 1680 -VariableMetric: Iteration # 237 - FCN = 297317.0671967 Edm = 0.00020685 NCalls = 1680 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307727.8160877 Edm = 26.5156 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307727.8160877 Edm = 26.5156 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301165.8752576 Edm = 5.74447 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301106.8213542 Edm = 282.325 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301049.1621173 Edm = 13.0885 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298615.7112371 Edm = 126.173 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298413.5989505 Edm = 275.232 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297921.9430706 Edm = 22.5695 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297888.3449624 Edm = 0.899803 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297886.7084998 Edm = 0.780714 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297815.0236503 Edm = 53.8854 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297668.3085575 Edm = 4.29445 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297663.7015954 Edm = 0.0719934 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297662.9364903 Edm = 0.711637 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297587.2767985 Edm = 46.9703 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297348.0335592 Edm = 76.1206 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297250.6911093 Edm = 14.473 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297219.7287824 Edm = 1.682 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297217.7370558 Edm = 0.0951318 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297217.6199889 Edm = 0.0128294 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297217.4279732 Edm = 0.140138 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297188.1118595 Edm = 16.2769 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297152.2927524 Edm = 0.74612 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297151.2132859 Edm = 0.0532641 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297151.1473583 Edm = 0.0182094 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297151.1050643 Edm = 0.00316953 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297151.098126 Edm = 0.00303256 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297150.9734504 Edm = 0.12079 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297141.487388 Edm = 8.9022 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297131.7239021 Edm = 1.81206 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297130.3527399 Edm = 0.397063 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297130.0303096 Edm = 0.0191185 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297130.007061 Edm = 0.00128504 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297129.9931241 Edm = 0.0110087 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297128.1781724 Edm = 1.43107 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297118.5657815 Edm = 1.97308 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297117.1686241 Edm = 0.287607 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297116.8489257 Edm = 0.018731 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297116.8160959 Edm = 0.0123532 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297116.768508 Edm = 0.00551496 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297116.7624704 Edm = 0.000689906 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297116.7596626 Edm = 0.00237701 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297116.5718217 Edm = 0.187113 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297115.946066 Edm = 0.328689 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297111.471679 Edm = 2.43676 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297107.4966439 Edm = 2.9777 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297105.4705266 Edm = 0.160389 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297105.3227356 Edm = 0.030892 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297105.2978524 Edm = 0.00166778 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297105.2955851 Edm = 0.000671507 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297105.2932895 Edm = 0.000821773 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297105.2753576 Edm = 0.0154717 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297103.4953145 Edm = 0.586982 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297102.3010728 Edm = 0.0495247 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297102.2633393 Edm = 0.00252344 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297102.2604144 Edm = 0.000287849 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297102.2596131 Edm = 0.000434237 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297102.2510618 Edm = 0.00833164 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297101.5698796 Edm = 0.114741 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297099.2818675 Edm = 0.827972 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297098.040368 Edm = 0.383735 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297097.7477007 Edm = 0.0359515 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297097.7233167 Edm = 0.00364033 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297097.7196645 Edm = 0.000451728 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297097.7180405 Edm = 0.000801673 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297097.71564 Edm = 0.00160207 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297097.6989708 Edm = 0.0151885 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297096.9103406 Edm = 0.78699 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297095.6287795 Edm = 1.33633 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297095.2117761 Edm = 0.745847 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297094.3784429 Edm = 0.766395 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297089.421671 Edm = 1.79733 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297087.7847291 Edm = 1.61718 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297086.9501127 Edm = 0.437809 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297086.0565986 Edm = 0.414406 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297085.3610451 Edm = 0.221744 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297085.1290999 Edm = 0.0824658 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297085.0662187 Edm = 0.03032 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297085.0249069 Edm = 0.0066784 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297085.0192497 Edm = 0.000983496 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297085.0180073 Edm = 0.000276083 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297085.0169691 Edm = 0.000658028 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297085.0135109 Edm = 0.00178067 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297085.00228 Edm = 0.00900423 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297084.6571806 Edm = 0.269607 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297084.0093402 Edm = 1.20079 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297081.4574027 Edm = 6.14203 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297079.8229558 Edm = 2.76021 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297077.9042097 Edm = 4.10594 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297075.1742879 Edm = 1.3688 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297074.2965279 Edm = 0.262548 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297074.1198576 Edm = 0.110426 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297073.9953173 Edm = 0.0144603 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297073.9823045 Edm = 0.00217469 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297073.9803033 Edm = 0.0003358 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297073.9797971 Edm = 0.000132525 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297073.9795487 Edm = 0.000177252 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297073.9786505 Edm = 0.000895975 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297073.9113717 Edm = 0.0702204 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297072.3730766 Edm = 0.999524 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297070.0849284 Edm = 0.263192 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297069.8812924 Edm = 0.0866749 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297069.8221859 Edm = 0.00414765 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297069.8182961 Edm = 0.000652307 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297069.8176649 Edm = 8.93093e-05 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297069.817526 Edm = 3.50759e-05 NCalls = 328 -VariableMetric: After Hessian - FCN = 297069.817526 Edm = 180.376 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297069.817526 Edm = 180.376 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297069.4106625 Edm = 1.01634 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297068.2759676 Edm = 1.89542 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297067.5264139 Edm = 0.522935 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297066.83242 Edm = 1.97709 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297062.0794368 Edm = 20.5617 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297061.1051928 Edm = 3.73094 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297056.1351456 Edm = 4.04728 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297049.7266361 Edm = 1.06653 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297048.3122821 Edm = 1.44398 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297047.2736996 Edm = 0.380047 NCalls = 840 -VariableMetric: Iteration # 116 - FCN = 297046.9577831 Edm = 0.134501 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297046.7756903 Edm = 0.0299207 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297046.7246131 Edm = 0.0155693 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297046.694632 Edm = 0.00667669 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297046.6769061 Edm = 0.00271971 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297046.6700855 Edm = 0.00280272 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297046.6553343 Edm = 0.00340922 NCalls = 855 -VariableMetric: Iteration # 123 - FCN = 297046.6357404 Edm = 0.00673855 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297046.6255771 Edm = 0.00418105 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297046.616525 Edm = 0.00452685 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297046.6102421 Edm = 0.00150982 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297046.6068285 Edm = 0.00142491 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297046.6041651 Edm = 0.000745837 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297046.6004305 Edm = 0.00202117 NCalls = 871 -VariableMetric: Iteration # 130 - FCN = 297046.5946357 Edm = 0.00166752 NCalls = 873 -VariableMetric: Iteration # 131 - FCN = 297046.5761555 Edm = 0.00682483 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297046.5634047 Edm = 0.00393099 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297046.5500177 Edm = 0.0097135 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297046.5459386 Edm = 0.00322193 NCalls = 883 -VariableMetric: Iteration # 135 - FCN = 297046.5383832 Edm = 0.00117177 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297046.5364797 Edm = 0.000132303 NCalls = 887 -VariableMetric: Iteration # 137 - FCN = 297046.5361059 Edm = 7.51345e-05 NCalls = 889 -VariableMetric: Iteration # 138 - FCN = 297046.5359644 Edm = 1.05144e-05 NCalls = 891 -VariableMetric: After Hessian - FCN = 297046.5359644 Edm = 0.00063211 NCalls = 1370 -VariableMetric: Iteration # 139 - FCN = 297046.5359644 Edm = 0.00063211 NCalls = 1370 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313645.7949384 Edm = 19.5026 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313645.7949384 Edm = 19.5026 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303239.8946353 Edm = 12.4248 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303195.5070103 Edm = 14.8681 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303025.1515581 Edm = 238.716 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301201.8472016 Edm = 25.9673 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 301189.7274947 Edm = 40.4441 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301151.4201888 Edm = 1.14532 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 301139.1092549 Edm = 10.2263 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 301064.4209928 Edm = 38.1147 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 300965.6444736 Edm = 1.33759 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 300963.4764315 Edm = 1.25334 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 300961.6774782 Edm = 1.65585 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 300916.9709107 Edm = 36.5185 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298640.0431205 Edm = 1314.7 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 298622.6267088 Edm = 73.8397 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298434.8570068 Edm = 97.2355 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297887.0868111 Edm = 4.40445 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297884.2544565 Edm = 1.94641 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297880.4323663 Edm = 1.27168 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297876.450176 Edm = 2.33608 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297844.1650505 Edm = 0.583696 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297843.3208505 Edm = 0.403974 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297843.004434 Edm = 0.0641526 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297842.8503485 Edm = 0.0772242 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297839.7038074 Edm = 3.11931 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297749.5731395 Edm = 20.4953 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297705.8024484 Edm = 12.5465 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297675.0612358 Edm = 24.7274 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297665.1804533 Edm = 10.9558 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297653.4404917 Edm = 0.557275 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297653.0461656 Edm = 0.0584962 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297652.9770858 Edm = 0.0102395 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297652.7923309 Edm = 0.174731 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297581.2362384 Edm = 26.5006 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297561.5147444 Edm = 2.65825 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297557.8184313 Edm = 1.05221 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297557.1990376 Edm = 0.328605 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297556.7329135 Edm = 0.020449 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297556.6930111 Edm = 0.0135964 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297556.1193097 Edm = 0.454938 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297534.592355 Edm = 9.21966 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297523.39216 Edm = 5.75272 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297519.9026612 Edm = 0.176042 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297519.6887798 Edm = 0.0643888 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297519.5902365 Edm = 0.0140234 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297519.5712622 Edm = 0.00303684 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297519.4757186 Edm = 0.0951288 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297514.1354457 Edm = 0.463433 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297466.1474296 Edm = 47.0729 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297325.392965 Edm = 151.096 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297317.0536117 Edm = 14.495 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297297.1929788 Edm = 14.0956 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297276.7373184 Edm = 19.2163 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297270.2621182 Edm = 1.20399 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297266.1740478 Edm = 3.36215 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297264.1008305 Edm = 0.666318 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297262.8876101 Edm = 0.609661 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297260.657483 Edm = 0.739932 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297259.2949401 Edm = 0.231725 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297258.6379564 Edm = 0.478089 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297256.1696785 Edm = 10.4594 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297255.6325842 Edm = 1.32546 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297252.1528805 Edm = 0.989902 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297250.1049083 Edm = 0.578956 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297249.4551606 Edm = 0.181376 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297249.2866844 Edm = 0.0544214 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297249.2230061 Edm = 0.0212524 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297249.138595 Edm = 0.0282542 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297249.0746615 Edm = 0.025575 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297248.9847404 Edm = 0.0666273 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297248.6724222 Edm = 0.371458 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297248.4153158 Edm = 0.241962 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297245.6524046 Edm = 5.24145 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297245.152074 Edm = 1.30412 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297242.3620688 Edm = 1.63293 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297239.095568 Edm = 4.39329 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297229.1050216 Edm = 2.02895 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297225.7822345 Edm = 4.80569 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297222.9146891 Edm = 2.46674 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297207.5184354 Edm = 3.04617 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297203.7524694 Edm = 0.162841 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297203.5196091 Edm = 0.0879918 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297203.4189025 Edm = 0.198459 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297203.176658 Edm = 0.0919748 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297203.0396865 Edm = 0.0489264 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297202.9984149 Edm = 0.016947 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297202.9641035 Edm = 0.00753621 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297202.9465516 Edm = 0.00529242 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297202.9323933 Edm = 0.00682989 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297202.8783131 Edm = 0.0536324 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297202.5258868 Edm = 0.288429 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297194.4007254 Edm = 11.9997 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297185.4445161 Edm = 27.914 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297181.7966767 Edm = 6.90037 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297168.6782271 Edm = 1.6846 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297167.0904233 Edm = 5.07868 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297165.3745212 Edm = 0.48403 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297161.964743 Edm = 1.41968 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297160.8184151 Edm = 0.576187 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297160.4498207 Edm = 0.0884349 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297160.2868465 Edm = 0.0519306 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297160.1916891 Edm = 0.00762311 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297160.1807741 Edm = 0.00330943 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297160.1753551 Edm = 0.00277418 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297160.1591575 Edm = 0.0140541 NCalls = 330 -VariableMetric: Iteration # 105 - FCN = 297159.6632468 Edm = 0.460399 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297156.057221 Edm = 1.13433 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297154.6433887 Edm = 0.256914 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297154.1123326 Edm = 0.0894835 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297153.9854307 Edm = 0.0131265 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297153.9588509 Edm = 0.00353853 NCalls = 349 -VariableMetric: Iteration # 111 - FCN = 297153.9533258 Edm = 0.000629471 NCalls = 351 -VariableMetric: Iteration # 112 - FCN = 297153.9512449 Edm = 0.000819484 NCalls = 353 -VariableMetric: Iteration # 113 - FCN = 297153.9435024 Edm = 0.00458087 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297153.8515447 Edm = 0.068609 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297152.5803393 Edm = 0.874632 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297148.7424258 Edm = 0.586425 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297148.4399595 Edm = 0.118996 NCalls = 370 -VariableMetric: Iteration # 118 - FCN = 297148.3487417 Edm = 0.0056709 NCalls = 371 -VariableMetric: Iteration # 119 - FCN = 297148.3429671 Edm = 0.000199529 NCalls = 373 -VariableMetric: Iteration # 120 - FCN = 297148.3426521 Edm = 0.000106258 NCalls = 375 -VariableMetric: Iteration # 121 - FCN = 297148.3413243 Edm = 0.00123283 NCalls = 378 -VariableMetric: Iteration # 122 - FCN = 297148.2485412 Edm = 0.0942292 NCalls = 385 -VariableMetric: Iteration # 123 - FCN = 297146.9976694 Edm = 0.372581 NCalls = 388 -VariableMetric: Iteration # 124 - FCN = 297146.1878906 Edm = 0.0643621 NCalls = 390 -VariableMetric: Iteration # 125 - FCN = 297146.130277 Edm = 0.00218132 NCalls = 391 -VariableMetric: Iteration # 126 - FCN = 297146.1286507 Edm = 0.000122789 NCalls = 393 -VariableMetric: Iteration # 127 - FCN = 297146.1285317 Edm = 1.57733e-05 NCalls = 394 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308261.8042691 Edm = 14.7287 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308261.8042691 Edm = 14.7287 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300174.8162373 Edm = 2.30492 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300168.5949626 Edm = 3.21139 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297877.9997587 Edm = 6.34261 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297875.1354371 Edm = 7.08432 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297865.2520807 Edm = 0.878752 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297816.5279938 Edm = 40.0264 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297544.582896 Edm = 15.8492 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297527.9479804 Edm = 0.268757 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297527.6557349 Edm = 0.0218861 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297526.6396081 Edm = 1.13216 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297495.3657359 Edm = 8.93379 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297433.831936 Edm = 22.8486 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297397.102784 Edm = 5.44741 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297382.1311681 Edm = 3.25437 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297379.4403721 Edm = 0.198824 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297379.1736797 Edm = 0.0145372 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297379.1261117 Edm = 0.0286484 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297376.683278 Edm = 2.87069 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297376.5179262 Edm = 0.139295 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297369.5133162 Edm = 7.11425 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297335.6230379 Edm = 1.96261 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297334.2308181 Edm = 0.0895472 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297334.1017809 Edm = 0.0242227 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297334.062099 Edm = 0.00594065 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297333.9097155 Edm = 0.144105 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297317.7159992 Edm = 24.6274 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297317.3831201 Edm = 0.215887 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297311.6282763 Edm = 3.771 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297292.0130525 Edm = 14.8283 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297287.3363831 Edm = 3.04536 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297283.0257836 Edm = 1.22484 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297282.4377244 Edm = 0.113787 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297281.9321358 Edm = 0.205488 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297281.6710567 Edm = 0.00849259 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297281.6521757 Edm = 0.0111811 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297281.4726997 Edm = 0.211426 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297281.2485556 Edm = 0.198769 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297267.299522 Edm = 24.4942 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297264.3110301 Edm = 18.3172 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297239.2023546 Edm = 6.91789 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297219.9124263 Edm = 2.75504 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297218.155097 Edm = 1.69818 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297216.899864 Edm = 0.332895 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297216.6462465 Edm = 0.0934469 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297216.4732431 Edm = 0.0107029 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297216.4584642 Edm = 0.000856169 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297216.4569071 Edm = 0.000682148 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297216.4397959 Edm = 0.0184843 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297216.120677 Edm = 0.345981 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297216.0775229 Edm = 0.0424143 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297215.1488491 Edm = 0.26716 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297213.0695843 Edm = 0.384047 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297212.5836533 Edm = 0.0176961 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297212.5675748 Edm = 0.00113016 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297212.5663866 Edm = 0.000245942 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297212.5621168 Edm = 0.00383658 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297212.311275 Edm = 0.244401 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297210.4303239 Edm = 0.125911 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297210.2987225 Edm = 0.00134158 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297210.2972392 Edm = 6.59056e-05 NCalls = 201 -VariableMetric: After Hessian - FCN = 297210.2972392 Edm = 1284.07 NCalls = 680 -VariableMetric: Iteration # 61 - FCN = 297210.2972392 Edm = 1284.07 NCalls = 680 -VariableMetric: Iteration # 62 - FCN = 297197.9682059 Edm = 1379.84 NCalls = 691 -VariableMetric: Iteration # 63 - FCN = 297197.8159604 Edm = 4.79922 NCalls = 697 -VariableMetric: Iteration # 64 - FCN = 297194.5641391 Edm = 0.173772 NCalls = 700 -VariableMetric: Iteration # 65 - FCN = 297194.4202227 Edm = 0.113873 NCalls = 702 -VariableMetric: Iteration # 66 - FCN = 297193.4772222 Edm = 0.591803 NCalls = 706 -VariableMetric: Iteration # 67 - FCN = 297191.3303235 Edm = 2.26558 NCalls = 712 -VariableMetric: Iteration # 68 - FCN = 297188.6541849 Edm = 5.53395 NCalls = 715 -VariableMetric: Iteration # 69 - FCN = 297185.5829338 Edm = 2.3874 NCalls = 718 -VariableMetric: Iteration # 70 - FCN = 297183.5676695 Edm = 0.606421 NCalls = 720 -VariableMetric: Iteration # 71 - FCN = 297182.4604547 Edm = 0.301911 NCalls = 722 -VariableMetric: Iteration # 72 - FCN = 297182.1116176 Edm = 0.0644251 NCalls = 724 -VariableMetric: Iteration # 73 - FCN = 297182.043299 Edm = 0.0294724 NCalls = 726 -VariableMetric: Iteration # 74 - FCN = 297181.9644796 Edm = 0.0395777 NCalls = 728 -VariableMetric: Iteration # 75 - FCN = 297181.8858114 Edm = 0.0360496 NCalls = 730 -VariableMetric: Iteration # 76 - FCN = 297181.7871573 Edm = 0.0642082 NCalls = 733 -VariableMetric: Iteration # 77 - FCN = 297181.5563743 Edm = 0.161515 NCalls = 738 -VariableMetric: Iteration # 78 - FCN = 297181.3429562 Edm = 0.169893 NCalls = 741 -VariableMetric: Iteration # 79 - FCN = 297181.1901111 Edm = 0.14223 NCalls = 743 -VariableMetric: Iteration # 80 - FCN = 297180.9382358 Edm = 0.0968644 NCalls = 747 -VariableMetric: Iteration # 81 - FCN = 297180.6870922 Edm = 0.0644364 NCalls = 749 -VariableMetric: Iteration # 82 - FCN = 297180.5813181 Edm = 0.0594735 NCalls = 751 -VariableMetric: Iteration # 83 - FCN = 297180.4984643 Edm = 0.0174901 NCalls = 753 -VariableMetric: Iteration # 84 - FCN = 297180.4751031 Edm = 0.0110381 NCalls = 755 -VariableMetric: Iteration # 85 - FCN = 297180.4636162 Edm = 0.00537491 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297180.4554442 Edm = 0.00265876 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297180.4303677 Edm = 0.0127564 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297180.3903933 Edm = 0.0141701 NCalls = 765 -VariableMetric: Iteration # 89 - FCN = 297180.3429707 Edm = 0.0108189 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297180.3296972 Edm = 0.00656351 NCalls = 769 -VariableMetric: Iteration # 91 - FCN = 297180.3239002 Edm = 0.00295975 NCalls = 771 -VariableMetric: Iteration # 92 - FCN = 297180.3155551 Edm = 0.0032827 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297180.3002286 Edm = 0.00576924 NCalls = 775 -VariableMetric: Iteration # 94 - FCN = 297180.2911315 Edm = 0.00343547 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297180.2855636 Edm = 0.00363815 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297180.2779742 Edm = 0.00256036 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297180.2728191 Edm = 0.00234005 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297180.2691884 Edm = 0.00193216 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297180.2668019 Edm = 0.00105354 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297180.2640811 Edm = 0.00176662 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297180.2590179 Edm = 0.00272945 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297180.2533311 Edm = 0.003059 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297180.2492273 Edm = 0.00134974 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297180.2435308 Edm = 0.00222223 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297180.2400686 Edm = 0.00296578 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297180.2383795 Edm = 0.000946968 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297180.2361917 Edm = 0.00112525 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297180.2336066 Edm = 0.000960173 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297180.2297953 Edm = 0.00331365 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297180.2248316 Edm = 0.00295949 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297180.2182971 Edm = 0.00986866 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297180.2139784 Edm = 0.0042702 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297180.20644 Edm = 0.00498242 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297180.2017019 Edm = 0.00972699 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297180.1951427 Edm = 0.00487568 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297180.1854991 Edm = 0.00415212 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297180.1766081 Edm = 0.00674927 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297180.1738687 Edm = 0.0045502 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297180.1690827 Edm = 0.00125908 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297180.1668585 Edm = 0.00078083 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297180.1653673 Edm = 0.00131563 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297180.1641559 Edm = 0.000926365 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297180.1604564 Edm = 0.00441007 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297180.1580217 Edm = 0.00397182 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297180.15082 Edm = 0.0077552 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297180.1335121 Edm = 0.00368157 NCalls = 871 -VariableMetric: Iteration # 127 - FCN = 297180.1273751 Edm = 0.00107477 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297180.1257115 Edm = 0.00181339 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297180.1251502 Edm = 0.000535544 NCalls = 877 -VariableMetric: Iteration # 130 - FCN = 297180.1228097 Edm = 0.00102609 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297180.1200317 Edm = 0.000600731 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297180.1193627 Edm = 0.00106391 NCalls = 884 -VariableMetric: Iteration # 133 - FCN = 297180.1188284 Edm = 0.000159624 NCalls = 886 -VariableMetric: Iteration # 134 - FCN = 297180.1185265 Edm = 6.30326e-05 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297180.1184573 Edm = 1.28142e-05 NCalls = 891 -VariableMetric: After Hessian - FCN = 297180.1184573 Edm = 0.020594 NCalls = 1374 -VariableMetric: Iteration # 136 - FCN = 297180.1184573 Edm = 0.020594 NCalls = 1374 -VariableMetric: Iteration # 137 - FCN = 297180.1164913 Edm = 0.0176011 NCalls = 1376 -VariableMetric: Iteration # 138 - FCN = 297180.1141488 Edm = 0.0179953 NCalls = 1378 -VariableMetric: Iteration # 139 - FCN = 297180.1134306 Edm = 0.00624207 NCalls = 1380 -VariableMetric: Iteration # 140 - FCN = 297180.1119999 Edm = 0.00168724 NCalls = 1382 -VariableMetric: Iteration # 141 - FCN = 297180.1112492 Edm = 0.000115134 NCalls = 1384 -VariableMetric: Iteration # 142 - FCN = 297180.111117 Edm = 1.27054e-05 NCalls = 1386 -VariableMetric: After Hessian - FCN = 297180.111117 Edm = 1.32476e-05 NCalls = 1875 -VariableMetric: Iteration # 143 - FCN = 297180.111117 Edm = 1.32476e-05 NCalls = 1875 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321469.9280852 Edm = 14964.1 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321469.9280852 Edm = 14964.1 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306214.8681237 Edm = 7.09085 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 305601.1065393 Edm = 20.3591 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 303929.4487698 Edm = 461.377 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 301867.5366101 Edm = 183.192 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 301593.0199007 Edm = 1331.04 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299397.7600277 Edm = 1158.72 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298732.2201969 Edm = 52.3153 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298717.5044876 Edm = 1.98841 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298698.4281919 Edm = 12.2356 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298567.271583 Edm = 61.9837 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298172.7297944 Edm = 67.0825 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298004.2631915 Edm = 12.7989 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297990.2168724 Edm = 1.17808 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297989.0048314 Edm = 0.0286531 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297988.9137865 Edm = 0.0712047 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297954.4655691 Edm = 3.59998 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297855.4104849 Edm = 7.48335 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297843.6417676 Edm = 0.132581 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297843.4722937 Edm = 0.0468108 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297830.1266409 Edm = 13.6112 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297745.2212802 Edm = 3.16396 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297742.1825912 Edm = 0.0351709 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297742.1148147 Edm = 0.0257578 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297741.9196231 Edm = 0.0379825 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297741.3641091 Edm = 0.432756 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297715.7825237 Edm = 4.64103 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297705.701159 Edm = 7.02106 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297700.2994863 Edm = 2.60373 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297693.5550612 Edm = 4.60877 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297688.1197749 Edm = 3.39447 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297685.9209071 Edm = 1.93357 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297684.2705548 Edm = 0.401963 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297683.7575486 Edm = 0.253145 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297683.4114885 Edm = 0.166574 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297683.2254523 Edm = 0.0335783 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297683.0211251 Edm = 0.399598 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297682.9253594 Edm = 0.478719 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297682.8166377 Edm = 0.272738 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297682.4978965 Edm = 0.659463 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297682.0432688 Edm = 0.652775 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297679.8110354 Edm = 0.481371 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297679.3176002 Edm = 0.479016 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297679.0636546 Edm = 0.287005 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297678.6765026 Edm = 0.0302284 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297678.60834 Edm = 0.0201323 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297678.5458383 Edm = 0.0188531 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297677.9479452 Edm = 0.69424 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297676.7301819 Edm = 1.15288 NCalls = 183 -VariableMetric: Iteration # 49 - FCN = 297601.6649575 Edm = 119.722 NCalls = 190 -VariableMetric: Iteration # 50 - FCN = 297566.4786578 Edm = 22.497 NCalls = 194 -VariableMetric: Iteration # 51 - FCN = 297554.3166733 Edm = 9.45637 NCalls = 196 -VariableMetric: Iteration # 52 - FCN = 297542.3953748 Edm = 14.8135 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297506.1093865 Edm = 23.9291 NCalls = 203 -VariableMetric: Iteration # 54 - FCN = 297504.1723403 Edm = 2.99646 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297496.9150167 Edm = 12.3182 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297482.8827259 Edm = 18.606 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297471.0506257 Edm = 1.85032 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297469.340831 Edm = 0.556956 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297468.8016787 Edm = 0.120645 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297468.5880598 Edm = 0.0283165 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297468.5212888 Edm = 0.0307379 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297467.1893507 Edm = 1.10562 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297438.3565494 Edm = 10.8666 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297423.9493491 Edm = 2.87622 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297421.8968576 Edm = 0.217481 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297421.6324934 Edm = 0.0600702 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297421.524952 Edm = 0.0262641 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297421.4578106 Edm = 0.0215969 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297421.3895239 Edm = 0.0416084 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297419.217286 Edm = 2.03655 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297402.468299 Edm = 8.06408 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297397.4738797 Edm = 3.36155 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297395.8322398 Edm = 0.412842 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297395.5101031 Edm = 0.131828 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297395.452534 Edm = 0.00956554 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297395.4394701 Edm = 0.00542304 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297395.4259994 Edm = 0.0154178 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297394.9493409 Edm = 0.437015 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297380.4269746 Edm = 14.8448 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297361.7472846 Edm = 5.96032 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297353.207297 Edm = 0.675451 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297352.3908698 Edm = 0.0527034 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297352.3260659 Edm = 0.0074961 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297352.3149901 Edm = 0.000527108 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297352.3140815 Edm = 0.000328051 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297352.3103667 Edm = 0.00255351 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297352.2876897 Edm = 0.00955611 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297352.2475602 Edm = 0.0223252 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297350.0671619 Edm = 1.30163 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297346.7282278 Edm = 0.690574 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297345.917452 Edm = 0.0863121 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297345.8365733 Edm = 0.0039498 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297345.8330925 Edm = 0.000303094 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297345.8327717 Edm = 7.62099e-05 NCalls = 314 -VariableMetric: After Hessian - FCN = 297345.8327717 Edm = 3.05201 NCalls = 799 -VariableMetric: Iteration # 95 - FCN = 297345.8327717 Edm = 3.05201 NCalls = 799 -VariableMetric: Iteration # 96 - FCN = 297345.7363111 Edm = 4.67446 NCalls = 802 -VariableMetric: Iteration # 97 - FCN = 297343.3530818 Edm = 0.70521 NCalls = 805 -VariableMetric: Iteration # 98 - FCN = 297342.6796199 Edm = 0.0746216 NCalls = 806 -VariableMetric: Iteration # 99 - FCN = 297342.5683895 Edm = 0.032852 NCalls = 808 -VariableMetric: Iteration # 100 - FCN = 297342.5122333 Edm = 0.0202708 NCalls = 811 -VariableMetric: Iteration # 101 - FCN = 297342.4763043 Edm = 0.0139014 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297342.4490363 Edm = 0.00941758 NCalls = 815 -VariableMetric: Iteration # 103 - FCN = 297342.4401941 Edm = 0.0179475 NCalls = 816 -VariableMetric: Iteration # 104 - FCN = 297342.4313388 Edm = 0.00443198 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297342.4250086 Edm = 0.00093932 NCalls = 821 -VariableMetric: Iteration # 106 - FCN = 297342.4231949 Edm = 0.000443755 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297342.4223442 Edm = 0.000299724 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297342.4210478 Edm = 0.000559881 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297342.4192967 Edm = 0.000279143 NCalls = 829 -VariableMetric: Iteration # 110 - FCN = 297342.4186485 Edm = 0.000106348 NCalls = 831 -VariableMetric: Iteration # 111 - FCN = 297342.4184526 Edm = 4.53879e-05 NCalls = 833 -VariableMetric: After Hessian - FCN = 297342.4184526 Edm = 0.000128523 NCalls = 1328 -VariableMetric: Iteration # 112 - FCN = 297342.4184526 Edm = 0.000128523 NCalls = 1328 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317444.065818 Edm = 23.5759 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317444.065818 Edm = 23.5759 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300980.14057 Edm = 4.67803 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300953.2980936 Edm = 16.3733 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299886.9112576 Edm = 1630.3 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299863.5087728 Edm = 33.5922 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298458.1923905 Edm = 162.001 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298250.4708219 Edm = 40.2028 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298184.1975296 Edm = 3.56149 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298178.8226891 Edm = 0.532545 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298174.5648674 Edm = 3.10007 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298007.1102477 Edm = 21.3598 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297966.9706687 Edm = 2.16956 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297964.1034004 Edm = 0.0852119 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297963.6456633 Edm = 0.382727 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297855.6505015 Edm = 30.3277 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297812.2689493 Edm = 0.199073 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297812.0227152 Edm = 0.0792088 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297799.6015445 Edm = 12.0644 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297386.2893228 Edm = 30.5806 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297328.1854015 Edm = 6.23663 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297319.5217175 Edm = 0.413053 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297319.0967016 Edm = 0.00443737 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297319.0829557 Edm = 0.0084212 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297318.9280838 Edm = 0.204732 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297306.556485 Edm = 3.09566 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297276.4655647 Edm = 6.87814 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297266.1796859 Edm = 0.413903 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297265.8887615 Edm = 0.0286736 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297265.8469813 Edm = 0.0090526 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297265.7438245 Edm = 0.105579 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297258.9391685 Edm = 4.5493 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297247.7949006 Edm = 0.0601102 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297247.7343638 Edm = 0.00104638 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297247.7305794 Edm = 0.00266476 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297247.180731 Edm = 0.455082 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297244.7046538 Edm = 0.0422443 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297244.6603022 Edm = 0.000221374 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297244.6594588 Edm = 0.000609599 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297244.3441659 Edm = 0.016683 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297242.1614613 Edm = 0.503008 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297241.1397796 Edm = 0.0696571 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297241.0787482 Edm = 0.000702617 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297241.0777019 Edm = 0.000266803 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297241.0741424 Edm = 0.00275567 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297240.6739826 Edm = 0.372105 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297236.8376157 Edm = 3.1141 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297231.7683727 Edm = 4.0181 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297230.3977795 Edm = 2.1115 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297228.5900947 Edm = 1.08531 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297224.8570314 Edm = 5.28914 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297223.0564582 Edm = 0.843343 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297220.3813488 Edm = 0.76849 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297219.9797391 Edm = 0.128105 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297219.8899003 Edm = 0.0555582 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297219.8681773 Edm = 0.00166471 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297219.8641715 Edm = 0.00203754 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297219.8156699 Edm = 0.0486599 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297219.5422308 Edm = 0.241687 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297210.8675044 Edm = 2.01691 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297210.1011502 Edm = 0.48146 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297209.6276376 Edm = 0.0465393 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297209.5867934 Edm = 0.00207097 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297209.5845937 Edm = 0.000290704 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297209.5836702 Edm = 0.00081448 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297209.5609531 Edm = 0.0259765 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297209.5451524 Edm = 0.0150048 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297205.7495339 Edm = 0.729555 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297204.8980369 Edm = 0.0316284 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297204.873697 Edm = 0.000419522 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297204.8732172 Edm = 0.000107404 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297204.8721494 Edm = 0.00108333 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297204.8209705 Edm = 0.0507906 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297204.8203909 Edm = 0.000459464 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297204.5932663 Edm = 0.168608 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297203.8029027 Edm = 0.0369664 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297203.7684977 Edm = 0.00079964 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297203.7678468 Edm = 3.13531e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297203.7678468 Edm = 6.31681 NCalls = 735 -VariableMetric: Iteration # 77 - FCN = 297203.7678468 Edm = 6.31681 NCalls = 735 -VariableMetric: Iteration # 78 - FCN = 297203.6197656 Edm = 34.2247 NCalls = 737 -VariableMetric: Iteration # 79 - FCN = 297201.212177 Edm = 0.434226 NCalls = 741 -VariableMetric: Iteration # 80 - FCN = 297200.614137 Edm = 0.284565 NCalls = 744 -VariableMetric: Iteration # 81 - FCN = 297200.260809 Edm = 0.12662 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297200.163445 Edm = 0.129694 NCalls = 749 -VariableMetric: Iteration # 83 - FCN = 297200.0079312 Edm = 0.0451431 NCalls = 752 -VariableMetric: Iteration # 84 - FCN = 297199.9486721 Edm = 0.0256763 NCalls = 754 -VariableMetric: Iteration # 85 - FCN = 297199.9123674 Edm = 0.0239561 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297199.8832038 Edm = 0.0146074 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297199.8673167 Edm = 0.0113217 NCalls = 760 -VariableMetric: Iteration # 88 - FCN = 297199.8574191 Edm = 0.00462326 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297199.8497004 Edm = 0.00496401 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297199.8456195 Edm = 0.0014855 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297199.8435275 Edm = 0.000450204 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297199.8426704 Edm = 0.000160636 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297199.8423114 Edm = 9.54821e-05 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297199.8420584 Edm = 5.59041e-05 NCalls = 775 -VariableMetric: After Hessian - FCN = 297199.8420584 Edm = 0.000168259 NCalls = 1258 -VariableMetric: Iteration # 95 - FCN = 297199.8420584 Edm = 0.000168259 NCalls = 1258 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326429.0306647 Edm = 858.748 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326429.0306647 Edm = 858.748 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306239.5697182 Edm = 5.03004 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303716.0775165 Edm = 61.8389 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 303678.4162938 Edm = 3.7329 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 303141.2104189 Edm = 240.678 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 300825.0943882 Edm = 224.581 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299053.0070513 Edm = 620.584 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298995.981502 Edm = 164.347 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298796.9771508 Edm = 0.940574 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298795.2639426 Edm = 1.47734 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298759.1558394 Edm = 35.2899 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298665.7177525 Edm = 81.8201 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297733.5894908 Edm = 7.73035 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297720.3271582 Edm = 3.28557 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297717.612081 Edm = 0.792658 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297716.8269452 Edm = 0.015854 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297711.2307515 Edm = 5.7683 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297710.2148535 Edm = 0.982254 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297561.3655762 Edm = 23.2224 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297541.793305 Edm = 2.42886 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297540.2781653 Edm = 0.095514 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297540.1390653 Edm = 0.0573696 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297537.785383 Edm = 1.89727 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297490.3987991 Edm = 26.1683 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297429.4329955 Edm = 1.20112 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297428.1401459 Edm = 0.131447 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297427.9405768 Edm = 0.0283383 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297427.8734678 Edm = 0.0193244 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297427.4794923 Edm = 0.336584 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297394.0566167 Edm = 20.23 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297312.3984746 Edm = 38.0373 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297302.0774735 Edm = 3.21812 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297299.3848933 Edm = 0.757561 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297298.0931235 Edm = 0.596275 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297296.7828265 Edm = 0.0513377 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297296.7354533 Edm = 0.00682992 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297296.7199579 Edm = 0.0135134 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297296.4084441 Edm = 0.320077 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297294.0709067 Edm = 2.03212 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297281.6644713 Edm = 0.905974 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297281.1831963 Edm = 0.384006 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297280.7785381 Edm = 0.114708 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297280.5982884 Edm = 0.0136681 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297280.5810908 Edm = 0.00360031 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297280.5641301 Edm = 0.0130785 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297279.6774934 Edm = 1.18345 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297277.6119665 Edm = 1.67984 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297257.0956697 Edm = 5.10921 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297254.7834617 Edm = 2.48959 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297253.377595 Edm = 0.436799 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297252.8153348 Edm = 0.085279 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297252.6757532 Edm = 0.0127268 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297252.6590866 Edm = 0.00253414 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297252.6444471 Edm = 0.00893293 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297252.580848 Edm = 0.0536394 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297250.1476661 Edm = 2.78034 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297249.1539069 Edm = 0.925497 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297243.4914453 Edm = 6.05506 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297242.9670208 Edm = 0.709099 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297240.1698611 Edm = 3.18449 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297232.6693912 Edm = 5.30681 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297224.1530679 Edm = 1.25793 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297223.3051895 Edm = 0.324509 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297223.0030028 Edm = 0.0962497 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297222.9230109 Edm = 0.0119265 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297222.9112105 Edm = 0.00793213 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297222.8990734 Edm = 0.00777708 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297222.888915 Edm = 0.00233993 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297222.8864194 Edm = 0.00161951 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297222.8766483 Edm = 0.0103571 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297221.7620002 Edm = 0.644669 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297221.67457 Edm = 0.00144403 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297221.6714465 Edm = 0.00236059 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297221.6021166 Edm = 0.0683772 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297221.5256109 Edm = 0.0715379 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297214.5475968 Edm = 2.8595 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297213.1110511 Edm = 0.292019 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297212.9407601 Edm = 0.0580699 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297212.9050411 Edm = 0.00451485 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297212.9011347 Edm = 0.00195464 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297212.8950643 Edm = 0.00476436 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297212.8407011 Edm = 0.0486209 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297210.8054226 Edm = 1.19328 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297207.498045 Edm = 1.28647 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297205.9314037 Edm = 0.201488 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297205.7361864 Edm = 0.010776 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297205.7236298 Edm = 0.00181807 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297205.7175268 Edm = 0.00371367 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297205.6530477 Edm = 0.0685178 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297202.9693898 Edm = 1.5807 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297199.1892158 Edm = 0.376414 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297198.8612252 Edm = 0.0260762 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297198.834153 Edm = 0.0012342 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297198.8328693 Edm = 0.000297087 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297198.8323393 Edm = 0.00024387 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297198.830486 Edm = 0.00150189 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297198.8178698 Edm = 0.00847059 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297198.7425219 Edm = 0.0629469 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297197.5328226 Edm = 0.515409 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297196.6994785 Edm = 0.0185404 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297196.6799884 Edm = 0.000340664 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297196.6796698 Edm = 3.05509e-05 NCalls = 330 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319281.8340019 Edm = 32.3632 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319281.8340019 Edm = 32.3632 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298494.6176263 Edm = 3.84783 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298489.6576893 Edm = 7.99368 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298394.6471468 Edm = 106.336 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297691.1981984 Edm = 19.6028 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297678.604778 Edm = 0.10644 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297677.971383 Edm = 0.655197 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297585.1383339 Edm = 66.0912 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297473.1162287 Edm = 1.71247 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297470.7763259 Edm = 0.0739661 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297470.6119565 Edm = 0.0610029 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297460.98058 Edm = 7.35876 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297422.293729 Edm = 0.232557 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297421.7138406 Edm = 0.0504268 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297421.434942 Edm = 0.165027 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297388.2916536 Edm = 18.7253 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297346.3216267 Edm = 1.54456 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297344.5129658 Edm = 0.166881 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297344.2116784 Edm = 0.0396347 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297344.1648814 Edm = 0.00361034 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297344.1291264 Edm = 0.0283783 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297340.6957888 Edm = 2.63099 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297287.9643396 Edm = 0.962653 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297286.7561642 Edm = 0.192876 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297286.5290456 Edm = 0.0178907 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297286.5095617 Edm = 0.00148338 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297286.4431745 Edm = 0.0569709 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297284.9269041 Edm = 0.665186 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297277.210122 Edm = 3.01177 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297273.7569306 Edm = 0.413518 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297273.3461572 Edm = 0.0740945 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297273.2703054 Edm = 0.0102249 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297273.2610783 Edm = 0.00109705 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297273.2594433 Edm = 0.00088651 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297273.2388312 Edm = 0.0175741 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297271.7801314 Edm = 1.38937 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297267.8743391 Edm = 4.21351 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297263.420617 Edm = 2.76267 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297261.8061453 Edm = 0.188531 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297261.5587259 Edm = 0.0495104 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297261.5096451 Edm = 0.00662315 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297261.4987508 Edm = 0.000787386 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297261.4971931 Edm = 0.00068512 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297261.3760785 Edm = 0.11198 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297257.732029 Edm = 1.21053 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297255.5549844 Edm = 0.366831 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297255.1294233 Edm = 0.661776 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297254.7477708 Edm = 0.205384 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297254.3676093 Edm = 0.267823 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297254.1088975 Edm = 0.105332 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297253.9474449 Edm = 0.0607811 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297253.8660785 Edm = 0.00999146 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297253.8496165 Edm = 0.00308706 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297253.8477056 Edm = 0.000384595 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297253.847077 Edm = 0.000238034 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297253.8414389 Edm = 0.00519807 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297253.5127293 Edm = 0.366784 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297253.4285418 Edm = 0.0797459 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297252.8890819 Edm = 0.588304 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297252.8188693 Edm = 0.0757901 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297252.7106582 Edm = 0.0995596 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297251.0298177 Edm = 0.76288 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297243.5137102 Edm = 7.9297 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297242.9085477 Edm = 4.00127 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297240.4218199 Edm = 0.739453 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297240.0591589 Edm = 0.4019 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297239.590412 Edm = 0.188865 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297239.3992236 Edm = 0.159593 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297239.1609444 Edm = 0.0882848 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297238.8010199 Edm = 0.0952496 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297238.7090932 Edm = 0.0317569 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297238.6877081 Edm = 0.00164245 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297238.6846556 Edm = 0.00180262 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297238.6720064 Edm = 0.0136247 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297238.6256252 Edm = 0.0450759 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297237.5282619 Edm = 0.782767 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297234.0112475 Edm = 7.14996 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297231.3547692 Edm = 2.31016 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297229.9224436 Edm = 2.45283 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297228.4893699 Edm = 2.49281 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297223.3549486 Edm = 3.20383 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297217.7213174 Edm = 6.01478 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297215.8361568 Edm = 2.73188 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297214.9402616 Edm = 1.21346 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297214.4615327 Edm = 0.200405 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297214.3125888 Edm = 0.00433542 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297214.3076854 Edm = 0.000525531 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297214.3058545 Edm = 0.00089313 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297214.3046466 Edm = 0.000783219 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297214.3036399 Edm = 0.000261396 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297214.302811 Edm = 0.000468348 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297214.3010805 Edm = 0.000279013 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297214.2995334 Edm = 0.00118068 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297213.9499204 Edm = 0.335421 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297211.8307899 Edm = 0.257959 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297211.4762812 Edm = 0.028029 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297211.4478586 Edm = 0.00146809 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297211.4465687 Edm = 4.73273e-05 NCalls = 301 -VariableMetric: After Hessian - FCN = 297211.4465687 Edm = 19.4878 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297211.4465687 Edm = 19.4878 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297210.952184 Edm = 9.01971 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297210.2845595 Edm = 2.63643 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297208.9500894 Edm = 1.50792 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297207.5663995 Edm = 1.02259 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297206.2880602 Edm = 0.876671 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297205.0248975 Edm = 0.488727 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297204.8558044 Edm = 0.0951203 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297204.7499251 Edm = 0.0216455 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297204.6908735 Edm = 0.00771358 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297204.6770051 Edm = 0.00567732 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297204.6674762 Edm = 0.00527349 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297204.6568115 Edm = 0.00332082 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297204.6453126 Edm = 0.00513519 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297204.6351072 Edm = 0.00399034 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297204.6326447 Edm = 0.00137909 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297204.6309324 Edm = 0.000288301 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297204.630552 Edm = 1.2892e-05 NCalls = 831 -VariableMetric: After Hessian - FCN = 297204.630552 Edm = 2.22873e-05 NCalls = 1324 -VariableMetric: Iteration # 116 - FCN = 297204.630552 Edm = 2.22873e-05 NCalls = 1324 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340314.7786365 Edm = 2455.46 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340314.7786365 Edm = 2455.46 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315668.3721172 Edm = 20.5288 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298110.8703643 Edm = 12.7975 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298085.7413657 Edm = 67.1199 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297926.1505538 Edm = 0.710144 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297923.9738414 Edm = 1.74633 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297911.4244658 Edm = 14.9027 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297888.1750426 Edm = 15.6735 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297709.5583797 Edm = 19.8257 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297678.2592122 Edm = 2.16894 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297675.9633613 Edm = 0.0872414 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297675.7476951 Edm = 0.17229 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297649.7314731 Edm = 23.4313 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297443.5974134 Edm = 22.1244 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297413.1859709 Edm = 4.28362 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297406.963268 Edm = 0.0450778 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297406.8656504 Edm = 0.0487639 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297406.2591565 Edm = 0.806693 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297403.1476174 Edm = 2.67434 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297298.6339561 Edm = 15.1964 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297278.4458721 Edm = 1.61735 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297276.0415148 Edm = 0.101306 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297275.9422681 Edm = 0.00748023 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297275.9321576 Edm = 0.00257577 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297275.8675118 Edm = 0.0608334 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297261.8857425 Edm = 0.73279 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297261.1734125 Edm = 0.0552179 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297261.1199931 Edm = 0.00408217 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297261.1149177 Edm = 0.00103113 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297261.0891616 Edm = 0.0241673 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297257.3500239 Edm = 2.59355 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297252.0613149 Edm = 3.6459 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297247.0951692 Edm = 1.17062 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297246.4910511 Edm = 0.590577 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297244.7531366 Edm = 0.519823 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297243.9701556 Edm = 0.190391 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297243.6737259 Edm = 0.292972 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297243.4988095 Edm = 0.0723855 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297243.340592 Edm = 0.0580874 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297243.1893984 Edm = 0.137837 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297243.0310087 Edm = 0.140047 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297242.8675441 Edm = 0.334426 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297242.7881032 Edm = 0.0280844 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297242.7330977 Edm = 0.0094907 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297242.7126268 Edm = 0.0312435 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297242.6099953 Edm = 0.111802 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297242.3475923 Edm = 0.190329 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297239.7823129 Edm = 1.40811 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297237.4922382 Edm = 4.51479 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297234.9843358 Edm = 6.37479 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297224.3798232 Edm = 16.1326 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297219.2642459 Edm = 5.89359 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297215.0806832 Edm = 4.57651 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297213.3604046 Edm = 0.397181 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297212.9189065 Edm = 0.0464782 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297212.8529329 Edm = 0.00795892 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297212.845883 Edm = 0.000758399 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297212.8449563 Edm = 0.000297596 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297212.8401853 Edm = 0.00474302 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297212.4815657 Edm = 0.0207707 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297211.038944 Edm = 0.268687 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297210.6486268 Edm = 0.0135538 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297210.6337689 Edm = 0.00032379 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297210.632934 Edm = 0.000572008 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297210.5989829 Edm = 0.0298977 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297208.2684173 Edm = 1.04991 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297206.3718229 Edm = 0.0730372 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297206.2999077 Edm = 0.00173658 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297206.2978659 Edm = 8.67116e-05 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297206.2977222 Edm = 6.36933e-05 NCalls = 232 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313215.7019672 Edm = 29.9186 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313215.7019672 Edm = 29.9186 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303870.2734689 Edm = 17.1526 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301879.6659041 Edm = 6.75313 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301875.8347105 Edm = 9.25711 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301601.11018 Edm = 55.6432 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 301475.7160729 Edm = 240.414 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301470.4182034 Edm = 24.6772 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 301413.7911754 Edm = 74.2383 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 301105.4748795 Edm = 738.053 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 301085.7196137 Edm = 87.0648 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 300983.1635729 Edm = 43.45 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 300942.60408 Edm = 4.64055 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 300920.7913438 Edm = 20.9276 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298709.019777 Edm = 136.492 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298219.4816754 Edm = 272.411 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297933.1165043 Edm = 5.72568 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297929.0749047 Edm = 0.341776 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297928.4187437 Edm = 0.12748 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297904.4697265 Edm = 3.48581 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297902.2135367 Edm = 2.25179 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297900.8130905 Edm = 0.550523 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297899.8368277 Edm = 1.21602 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297875.5781027 Edm = 18.9131 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297777.6305451 Edm = 4.99863 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297764.2918766 Edm = 1.58119 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297762.54075 Edm = 0.136803 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297762.3594189 Edm = 0.12416 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297761.7018938 Edm = 0.0992296 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297761.5308612 Edm = 0.140785 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297759.2058462 Edm = 2.21477 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297703.031833 Edm = 7.16676 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297697.1092975 Edm = 9.63511 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297693.1479873 Edm = 3.29562 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297691.6663997 Edm = 1.50947 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297689.6664762 Edm = 0.152341 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297689.4395729 Edm = 0.0343425 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297689.3202862 Edm = 0.0460272 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297688.6362952 Edm = 0.91324 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297687.4033829 Edm = 1.04409 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297655.0277023 Edm = 18.8066 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297644.0976345 Edm = 2.42601 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297641.6131524 Edm = 0.190137 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297641.3400668 Edm = 0.0886015 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297641.1461215 Edm = 0.117087 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297640.2799451 Edm = 0.781373 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297623.054689 Edm = 11.7334 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297594.4423392 Edm = 19.9004 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297566.8671763 Edm = 2.56336 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297565.4660326 Edm = 1.05934 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297563.8389223 Edm = 0.25177 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297563.4566573 Edm = 0.0428967 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297563.3774962 Edm = 0.0154579 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297563.352679 Edm = 0.0051696 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297563.3210035 Edm = 0.020666 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297563.0727207 Edm = 0.109201 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297562.1965393 Edm = 0.580569 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297551.1024419 Edm = 3.17606 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297544.5573179 Edm = 2.29982 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297540.9623909 Edm = 0.925045 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297540.1129839 Edm = 0.195253 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297539.9206091 Edm = 0.0210887 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297539.8978998 Edm = 0.00671905 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297539.8862648 Edm = 0.016008 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297539.8005008 Edm = 0.0899206 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297537.6507231 Edm = 2.1629 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297518.4784261 Edm = 5.04755 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297510.7698252 Edm = 0.344097 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297510.4612251 Edm = 0.0379128 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297510.4120541 Edm = 0.00262099 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297510.407295 Edm = 0.00227737 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297510.3437842 Edm = 0.0597808 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297509.7637123 Edm = 0.571032 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297503.5396829 Edm = 6.81202 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297503.3168921 Edm = 0.176185 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297501.7891916 Edm = 1.80072 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297493.45216 Edm = 2.49208 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297489.4296774 Edm = 0.707836 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297488.676794 Edm = 0.391652 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297488.336438 Edm = 0.0784355 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297488.2255552 Edm = 0.0116398 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297488.2040793 Edm = 0.00196822 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297488.1996489 Edm = 0.00245748 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297488.0994977 Edm = 0.0957501 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297488.0907194 Edm = 0.00632887 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297486.9279098 Edm = 0.856736 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297483.3157784 Edm = 1.09203 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297482.2992411 Edm = 0.154513 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297482.1925773 Edm = 0.0164227 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297482.1751526 Edm = 0.00460235 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297482.1692598 Edm = 0.00317534 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297482.153378 Edm = 0.0140832 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297481.9540058 Edm = 0.177694 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297476.7698298 Edm = 2.85385 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297463.6617296 Edm = 0.814124 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297462.641993 Edm = 0.141186 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297462.5549425 Edm = 0.0191357 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297462.5355235 Edm = 0.00306955 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297462.5316367 Edm = 0.000538989 NCalls = 314 -VariableMetric: Iteration # 98 - FCN = 297462.5310189 Edm = 0.000200424 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297462.5297392 Edm = 0.000929863 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297462.5047056 Edm = 0.0250106 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297461.7041984 Edm = 0.37457 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297461.1299714 Edm = 0.0345897 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297461.097339 Edm = 0.00285252 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 297461.0942085 Edm = 0.000205049 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297461.0939133 Edm = 6.75307e-05 NCalls = 339 -VariableMetric: After Hessian - FCN = 297461.0939133 Edm = 513.087 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297461.0939133 Edm = 513.087 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297454.9044972 Edm = 11094.6 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297453.3536076 Edm = 4.69562 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297452.2877755 Edm = 4.01681 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297451.6025303 Edm = 0.816785 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297451.3186479 Edm = 0.276186 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297451.2145737 Edm = 0.1216 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297451.0951387 Edm = 0.070702 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297451.0398739 Edm = 0.0565378 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297450.998898 Edm = 0.0402688 NCalls = 840 -VariableMetric: Iteration # 116 - FCN = 297450.9379927 Edm = 0.0935868 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297450.8406155 Edm = 0.124369 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 297450.6803567 Edm = 0.172508 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297450.5360646 Edm = 0.13568 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297450.301946 Edm = 0.336173 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 297449.8595889 Edm = 0.423645 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297449.7169741 Edm = 0.115487 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297447.3952238 Edm = 1.59534 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297446.9048362 Edm = 1.74857 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297445.7113877 Edm = 0.685803 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297445.2404312 Edm = 0.201481 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297444.9871718 Edm = 0.040776 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297444.9280028 Edm = 0.0378415 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297444.878633 Edm = 0.0403758 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297444.8438835 Edm = 0.0189898 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297444.8017409 Edm = 0.0169737 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297444.7617133 Edm = 0.0132223 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297444.7439948 Edm = 0.00905218 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297444.7282752 Edm = 0.00966303 NCalls = 897 -VariableMetric: Iteration # 135 - FCN = 297444.7077478 Edm = 0.0120209 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297444.6788833 Edm = 0.020291 NCalls = 903 -VariableMetric: Iteration # 137 - FCN = 297444.6339003 Edm = 0.0101475 NCalls = 905 -VariableMetric: Iteration # 138 - FCN = 297444.6235425 Edm = 0.000389885 NCalls = 907 -VariableMetric: Iteration # 139 - FCN = 297444.6231064 Edm = 3.10206e-05 NCalls = 909 -VariableMetric: After Hessian - FCN = 297444.6231064 Edm = 5.15994e-05 NCalls = 1392 -VariableMetric: Iteration # 140 - FCN = 297444.6231064 Edm = 5.15994e-05 NCalls = 1392 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312505.8809224 Edm = 22.0747 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312505.8809224 Edm = 22.0747 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301749.5031582 Edm = 21.1687 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300462.0239813 Edm = 1658.57 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300395.3693928 Edm = 8.36169 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300387.9477951 Edm = 4.50103 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299770.1574867 Edm = 307.653 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298251.3495116 Edm = 159.1 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298062.8488478 Edm = 3.50737 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298058.5806333 Edm = 0.348721 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297973.0167247 Edm = 74.438 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297893.9911037 Edm = 24.0095 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297871.8460273 Edm = 0.146947 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297871.4718627 Edm = 0.260525 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297819.3740215 Edm = 16.4764 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297795.8066612 Edm = 2.06241 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297794.4631899 Edm = 0.110621 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297794.3328179 Edm = 0.0170997 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297794.2103358 Edm = 0.105511 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297768.8778243 Edm = 3.11673 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297692.787448 Edm = 22.052 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297663.2638844 Edm = 5.23759 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297657.6953152 Edm = 0.18503 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297657.387725 Edm = 0.0375533 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297657.3052427 Edm = 0.033278 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297656.7059222 Edm = 0.506314 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297648.0585313 Edm = 7.12633 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297588.1447849 Edm = 12.9315 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297580.0217739 Edm = 1.23508 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297579.1108461 Edm = 0.340805 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297578.9112071 Edm = 0.0810384 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297578.8122288 Edm = 0.0582155 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297578.7284788 Edm = 0.0124867 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297578.6888132 Edm = 0.0139163 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297578.5091492 Edm = 0.153131 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297555.8052814 Edm = 6.78139 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297542.264295 Edm = 2.74301 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297541.0837056 Edm = 0.612644 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297539.9478492 Edm = 0.596955 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297539.5332254 Edm = 0.245074 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297539.3877877 Edm = 0.0317862 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297539.3283053 Edm = 0.0418294 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297539.1762673 Edm = 0.0613557 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297539.1009605 Edm = 0.00628648 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297539.0957007 Edm = 0.00379799 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297539.0920891 Edm = 0.00292946 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297539.063283 Edm = 0.0255127 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297538.3969252 Edm = 0.576144 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297530.1271917 Edm = 5.19846 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297527.1853918 Edm = 1.43441 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297526.3180959 Edm = 0.284583 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297526.1269885 Edm = 0.0674737 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297526.0186194 Edm = 0.0450965 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297525.9840737 Edm = 0.0122252 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297525.9792488 Edm = 0.00103327 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297525.9778149 Edm = 0.000590927 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297525.9699483 Edm = 0.00749461 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297525.5420954 Edm = 0.232607 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297521.6595299 Edm = 1.81056 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297518.9029492 Edm = 1.02493 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297518.2695208 Edm = 0.0311169 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297518.2400942 Edm = 0.00139018 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297518.238443 Edm = 0.00078544 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297518.2336967 Edm = 0.00486892 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297517.9631658 Edm = 0.255868 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297512.1692738 Edm = 1.09225 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297510.5232654 Edm = 0.14265 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297510.3599642 Edm = 0.0503815 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297510.314985 Edm = 0.00762769 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297510.3025302 Edm = 0.00181523 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297510.3004784 Edm = 0.000277342 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297510.2994403 Edm = 0.00051146 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297510.2896417 Edm = 0.00889106 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297509.1581193 Edm = 0.945111 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297506.1059508 Edm = 1.33829 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297505.4250808 Edm = 0.543875 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297504.8691064 Edm = 0.106289 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297504.764988 Edm = 0.0138568 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297504.7509838 Edm = 0.00133953 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297504.7497925 Edm = 0.000210186 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297504.7495042 Edm = 9.11775e-05 NCalls = 243 -VariableMetric: Iteration # 80 - FCN = 297504.7481841 Edm = 0.00125563 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297504.6543314 Edm = 0.0611243 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297504.1830334 Edm = 0.129552 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297504.0170234 Edm = 0.00188756 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297504.0149362 Edm = 0.000188964 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297504.014635 Edm = 0.000108638 NCalls = 262 -VariableMetric: Iteration # 86 - FCN = 297504.0139796 Edm = 0.000671364 NCalls = 265 -VariableMetric: Iteration # 87 - FCN = 297504.0007382 Edm = 0.0137441 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297504.000185 Edm = 0.000449978 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297503.8348271 Edm = 0.0162907 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297502.9763296 Edm = 0.118791 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297502.8750286 Edm = 0.0864994 NCalls = 283 -VariableMetric: Iteration # 92 - FCN = 297502.7673397 Edm = 0.0403957 NCalls = 285 -VariableMetric: Iteration # 93 - FCN = 297502.6297148 Edm = 0.124882 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297502.5302626 Edm = 0.047982 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297502.4635699 Edm = 0.0199397 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297502.4336416 Edm = 0.00668166 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297502.4265643 Edm = 0.0036764 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297502.4237964 Edm = 0.000371416 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297502.4233244 Edm = 5.02662e-05 NCalls = 302 -VariableMetric: After Hessian - FCN = 297502.4233244 Edm = 161.142 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297502.4233244 Edm = 161.142 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297501.6019759 Edm = 233.168 NCalls = 788 -VariableMetric: Iteration # 102 - FCN = 297501.5539087 Edm = 459.232 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297501.5407506 Edm = 2244.64 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297501.4230484 Edm = 1568.48 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297500.6374286 Edm = 693.531 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297500.5192438 Edm = 1625.98 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297500.3034539 Edm = 160.254 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297500.2188225 Edm = 370.183 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297500.1276514 Edm = 151.86 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297499.9588417 Edm = 32.4457 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297499.0560758 Edm = 461.416 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297497.8649623 Edm = 76.1452 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297497.7560531 Edm = 11.3464 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297497.6398922 Edm = 28.3327 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297497.5466443 Edm = 79.3608 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297497.1855281 Edm = 10.278 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297496.4795681 Edm = 10.1812 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297495.9431445 Edm = 4.65557 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297495.7585377 Edm = 1.72518 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297495.614034 Edm = 1.17951 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297495.3635946 Edm = 0.964053 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297495.216322 Edm = 0.60701 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297495.0762537 Edm = 0.248165 NCalls = 847 -VariableMetric: Iteration # 124 - FCN = 297495.0516445 Edm = 0.150858 NCalls = 849 -VariableMetric: Iteration # 125 - FCN = 297494.8954864 Edm = 0.176482 NCalls = 851 -VariableMetric: Iteration # 126 - FCN = 297494.8270209 Edm = 0.0296866 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297494.7942457 Edm = 0.00957229 NCalls = 856 -VariableMetric: Iteration # 128 - FCN = 297494.7857379 Edm = 0.00439718 NCalls = 858 -VariableMetric: Iteration # 129 - FCN = 297494.7821831 Edm = 0.00152159 NCalls = 860 -VariableMetric: Iteration # 130 - FCN = 297494.7805272 Edm = 0.000328251 NCalls = 862 -VariableMetric: Iteration # 131 - FCN = 297494.7799628 Edm = 0.000138024 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297494.7796507 Edm = 3.60173e-05 NCalls = 866 -VariableMetric: After Hessian - FCN = 297494.7796507 Edm = 3.94384e-05 NCalls = 1353 -VariableMetric: Iteration # 133 - FCN = 297494.7796507 Edm = 3.94384e-05 NCalls = 1353 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311559.2592935 Edm = 35.573 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311559.2592935 Edm = 35.573 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303055.491711 Edm = 6.60659 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303035.0112871 Edm = 66.2344 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303003.0864302 Edm = 22.0131 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298452.8123805 Edm = 11.9534 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298418.5250571 Edm = 40.1592 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298325.0531346 Edm = 10.55 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298297.7473296 Edm = 9.78251 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298213.2158801 Edm = 66.9664 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297955.3493111 Edm = 99.0365 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297888.103089 Edm = 3.05715 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297885.3127609 Edm = 0.0744218 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297885.2028628 Edm = 0.0665271 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297844.0691028 Edm = 22.494 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297741.9204885 Edm = 31.1966 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297683.5203795 Edm = 4.5498 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297679.263319 Edm = 1.52246 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297677.5163959 Edm = 0.205114 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297675.1558231 Edm = 15.071 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297675.0626663 Edm = 0.162561 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297674.2199424 Edm = 1.07379 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297670.1224887 Edm = 7.59855 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297637.7024888 Edm = 17.3568 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297614.8687363 Edm = 32.0379 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297599.7722579 Edm = 0.763521 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297598.944556 Edm = 0.0210073 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297598.9035046 Edm = 0.022058 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297584.2591817 Edm = 3.28613 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297552.6007412 Edm = 0.3555 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297552.0643774 Edm = 0.117164 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297551.8812509 Edm = 0.0612781 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297551.7866464 Edm = 0.00989868 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297551.7372068 Edm = 0.0310106 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297544.6961384 Edm = 6.79699 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297512.082697 Edm = 4.82662 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297505.8053052 Edm = 0.549593 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297504.9605902 Edm = 0.251942 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297504.6596226 Edm = 0.116742 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297504.5153071 Edm = 0.0146575 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297504.4941379 Edm = 0.00350428 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297504.4901696 Edm = 0.00194931 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297504.4556066 Edm = 0.0331114 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297501.5076528 Edm = 2.14758 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297490.0848797 Edm = 11.5329 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297487.8592812 Edm = 0.726332 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297486.5685976 Edm = 0.017294 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297486.5430866 Edm = 0.00123775 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297486.5407942 Edm = 0.00105468 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297486.519767 Edm = 0.0254178 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297484.7514549 Edm = 0.215516 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297474.3497844 Edm = 3.48596 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297463.5997986 Edm = 1.63607 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297461.9503898 Edm = 1.62865 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297461.0612182 Edm = 0.161006 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297460.8325207 Edm = 0.0367434 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297460.7854039 Edm = 0.00396317 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297460.7732996 Edm = 0.0097352 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297460.7010103 Edm = 0.0783483 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297460.1697761 Edm = 0.440479 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297441.8670233 Edm = 13.198 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297432.7931589 Edm = 7.07967 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297424.5971483 Edm = 4.48922 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297415.8870515 Edm = 9.61275 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297413.1831519 Edm = 1.88781 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297411.8365971 Edm = 0.793956 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297411.3325366 Edm = 0.0941972 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297411.2254416 Edm = 0.0293936 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297411.1995875 Edm = 0.005767 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297411.1940719 Edm = 0.0015985 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297411.1910264 Edm = 0.00351646 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297411.1501427 Edm = 0.0346865 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297409.3729517 Edm = 1.47653 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297402.614806 Edm = 0.441736 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297402.1898582 Edm = 0.0620608 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297402.1489154 Edm = 0.00505711 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297402.1447692 Edm = 0.000452173 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297402.1435654 Edm = 0.000552516 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297402.1372343 Edm = 0.00653922 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297402.0436617 Edm = 0.0907724 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297398.9749367 Edm = 1.34202 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297396.7571705 Edm = 0.0607827 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297396.6950726 Edm = 0.000961269 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297396.6940425 Edm = 0.000140726 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297396.6929618 Edm = 0.000874483 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297396.5199693 Edm = 0.158198 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297394.005409 Edm = 0.155061 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297393.8380545 Edm = 0.00890892 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297393.8289086 Edm = 0.000744775 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297393.8280693 Edm = 0.000171198 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297393.8271222 Edm = 0.000740566 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297393.77051 Edm = 0.0543606 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297392.3767501 Edm = 0.23489 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297392.1122391 Edm = 0.00587346 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297392.1065287 Edm = 0.000636605 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297392.1058384 Edm = 8.77243e-05 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297392.1056398 Edm = 0.000106108 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297392.1020355 Edm = 0.00344051 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297391.8980886 Edm = 0.180866 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297390.1826508 Edm = 0.120353 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297390.0185232 Edm = 0.00458703 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297390.0131764 Edm = 0.000111035 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297390.012989 Edm = 4.9582e-05 NCalls = 313 -VariableMetric: After Hessian - FCN = 297390.012989 Edm = 333.381 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297390.012989 Edm = 333.381 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297388.2035193 Edm = 7.33041 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297386.2849001 Edm = 40.5057 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297385.9841346 Edm = 1.20259 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297384.5172677 Edm = 0.0784182 NCalls = 800 -VariableMetric: Iteration # 107 - FCN = 297384.3367093 Edm = 0.191512 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297384.1523723 Edm = 0.050235 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297384.0133744 Edm = 0.0225401 NCalls = 806 -VariableMetric: Iteration # 110 - FCN = 297383.9403977 Edm = 0.0110531 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297383.901952 Edm = 0.00654599 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297383.8862226 Edm = 0.00314247 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297383.8714932 Edm = 0.00297798 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297383.8623799 Edm = 0.00211274 NCalls = 816 -VariableMetric: Iteration # 115 - FCN = 297383.8569196 Edm = 0.00105703 NCalls = 818 -VariableMetric: Iteration # 116 - FCN = 297383.8490869 Edm = 0.00334086 NCalls = 821 -VariableMetric: Iteration # 117 - FCN = 297383.2502848 Edm = 0.6717 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297383.2429789 Edm = 0.125686 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297381.9265942 Edm = 1.99088 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297381.911324 Edm = 0.00651732 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297381.9047265 Edm = 0.0120955 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297381.8210571 Edm = 0.0880189 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297381.3132473 Edm = 0.409423 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297380.6239929 Edm = 0.390895 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297380.1200134 Edm = 0.0730506 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297380.0212538 Edm = 0.0308006 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297379.9722013 Edm = 0.0181675 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297379.917351 Edm = 0.0295369 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297379.795388 Edm = 0.0303559 NCalls = 867 -VariableMetric: Iteration # 130 - FCN = 297379.7371585 Edm = 0.0215669 NCalls = 869 -VariableMetric: Iteration # 131 - FCN = 297379.6791171 Edm = 0.016688 NCalls = 871 -VariableMetric: Iteration # 132 - FCN = 297379.6698374 Edm = 0.00902024 NCalls = 873 -VariableMetric: Iteration # 133 - FCN = 297379.6586043 Edm = 0.00355725 NCalls = 875 -VariableMetric: Iteration # 134 - FCN = 297379.6520748 Edm = 0.00238628 NCalls = 877 -VariableMetric: Iteration # 135 - FCN = 297379.6447519 Edm = 0.00215759 NCalls = 879 -VariableMetric: Iteration # 136 - FCN = 297379.6408409 Edm = 0.00102999 NCalls = 881 -VariableMetric: Iteration # 137 - FCN = 297379.6388122 Edm = 0.000910429 NCalls = 883 -VariableMetric: Iteration # 138 - FCN = 297379.6364068 Edm = 0.000832049 NCalls = 885 -VariableMetric: Iteration # 139 - FCN = 297379.6337392 Edm = 0.00109112 NCalls = 887 -VariableMetric: Iteration # 140 - FCN = 297379.6310258 Edm = 0.000815312 NCalls = 889 -VariableMetric: Iteration # 141 - FCN = 297379.6274317 Edm = 0.00173606 NCalls = 891 -VariableMetric: Iteration # 142 - FCN = 297379.622479 Edm = 0.000650672 NCalls = 893 -VariableMetric: Iteration # 143 - FCN = 297379.6210492 Edm = 0.000258899 NCalls = 895 -VariableMetric: Iteration # 144 - FCN = 297379.6205114 Edm = 2.82178e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297379.6205114 Edm = 0.000113182 NCalls = 1384 -VariableMetric: Iteration # 145 - FCN = 297379.6205114 Edm = 0.000113182 NCalls = 1384 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328763.252451 Edm = 485.276 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328763.252451 Edm = 485.276 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298562.2045568 Edm = 10.1325 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298412.0779818 Edm = 31.8662 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298399.548996 Edm = 2.36202 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297994.7485401 Edm = 14.8049 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297972.8338076 Edm = 1.31763 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297971.4262861 Edm = 0.480967 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297955.5390415 Edm = 14.2091 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297952.6795186 Edm = 2.04937 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297776.9087546 Edm = 55.2992 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297702.9662827 Edm = 2.33489 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297700.7719194 Edm = 0.163095 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297700.4205623 Edm = 0.243912 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297619.2157308 Edm = 56.9021 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297466.4168561 Edm = 3.46326 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297461.2499204 Edm = 0.172229 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297461.0258106 Edm = 0.0352767 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297458.0215252 Edm = 2.88693 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297367.9751881 Edm = 7.16073 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297360.1480668 Edm = 0.447105 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297359.6094945 Edm = 0.0478792 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297359.5123789 Edm = 0.0216508 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297359.3709861 Edm = 0.0957351 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297355.4746708 Edm = 1.92218 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297347.816438 Edm = 1.4699 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297343.3677816 Edm = 1.83439 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297342.3612704 Edm = 3.43477 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297339.2769278 Edm = 3.76903 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297332.4381725 Edm = 3.81346 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297325.2768253 Edm = 4.54553 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297319.1639877 Edm = 0.95353 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297318.3618439 Edm = 0.177717 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297318.2675528 Edm = 0.00439686 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297318.2530878 Edm = 0.00924787 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297317.9517254 Edm = 0.299872 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297316.510316 Edm = 1.20995 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297286.5547949 Edm = 5.78216 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297279.581891 Edm = 1.91524 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297277.2209752 Edm = 1.26509 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297276.0578329 Edm = 0.598477 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297274.5702011 Edm = 0.697804 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297273.5436477 Edm = 0.829921 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297272.7446251 Edm = 0.204026 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297272.5954133 Edm = 0.0233285 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297272.5689468 Edm = 0.00482411 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297272.5628087 Edm = 0.001721 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297272.5541978 Edm = 0.00733998 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297265.9186762 Edm = 4.33643 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297265.834049 Edm = 0.0207458 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297265.8014135 Edm = 0.0119564 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297265.6956963 Edm = 0.0925133 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297264.7073595 Edm = 0.946993 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297257.9226696 Edm = 7.1148 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297255.3466297 Edm = 3.04194 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297249.5383322 Edm = 3.59278 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297245.4933409 Edm = 0.476194 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297245.1894532 Edm = 0.135076 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297245.0824487 Edm = 0.00865201 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297245.0710337 Edm = 0.00263136 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297245.0656561 Edm = 0.00473597 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297245.0091523 Edm = 0.0728328 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297244.3198585 Edm = 0.554886 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297238.8614471 Edm = 0.794471 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297238.4297375 Edm = 0.0423157 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297238.3876742 Edm = 0.00662655 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297238.3835132 Edm = 0.000701819 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297238.3822664 Edm = 0.000415495 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297238.3795067 Edm = 0.002507 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297238.2550043 Edm = 0.115442 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297235.0140123 Edm = 1.01304 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297233.771645 Edm = 0.0559883 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297233.7203322 Edm = 0.00126363 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297233.7189942 Edm = 0.000187312 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297233.7182406 Edm = 0.00069402 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297233.6963331 Edm = 0.0246916 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297233.6302412 Edm = 0.0604704 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297232.23127 Edm = 0.0888298 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297232.1378328 Edm = 0.00974884 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297232.1302732 Edm = 0.000849188 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297232.1293982 Edm = 7.32821e-05 NCalls = 265 -VariableMetric: After Hessian - FCN = 297232.1293982 Edm = 2.95766 NCalls = 740 -VariableMetric: Iteration # 80 - FCN = 297232.1293982 Edm = 2.95766 NCalls = 740 -VariableMetric: Iteration # 81 - FCN = 297229.9163172 Edm = 6.00183 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297229.9163172 Edm = 6.00183 NCalls = 758 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334585.3479393 Edm = 34.662 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334585.3479393 Edm = 34.662 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307146.5678558 Edm = 409.405 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302737.8693595 Edm = 3518.41 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302317.8426767 Edm = 9.44497 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 302268.6004815 Edm = 36.8114 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 299477.4338208 Edm = 253.325 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298862.3134135 Edm = 2.91171 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298855.5928217 Edm = 2.24647 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298844.2141704 Edm = 12.8271 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298712.5859823 Edm = 88.5813 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297547.1837104 Edm = 73.8263 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297525.6817614 Edm = 46.1333 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297487.4694653 Edm = 24.9752 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297439.4310157 Edm = 40.7949 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297375.9569762 Edm = 24.9721 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297366.2981408 Edm = 20.6103 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297349.1596641 Edm = 12.5152 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297339.7643261 Edm = 8.10167 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297331.7699164 Edm = 2.3078 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297330.5083421 Edm = 0.0927447 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297330.363473 Edm = 0.0839128 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297327.771655 Edm = 2.16947 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297297.7050859 Edm = 5.02808 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297293.4743755 Edm = 0.37089 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297293.1165619 Edm = 0.0109784 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297293.0838612 Edm = 0.0240764 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297283.06001 Edm = 1.53282 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297272.4344524 Edm = 0.532259 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297271.8849131 Edm = 0.0306166 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297271.8116314 Edm = 0.0361852 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297271.1182146 Edm = 0.282468 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297266.0526848 Edm = 3.59639 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297258.9838003 Edm = 6.91243 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297248.0187409 Edm = 5.77538 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297235.2109802 Edm = 30.3665 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297211.2197124 Edm = 8.42882 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297199.8388877 Edm = 11.9601 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297191.1223211 Edm = 2.95222 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297186.1229113 Edm = 3.35778 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297181.794026 Edm = 4.10226 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297179.5896043 Edm = 3.42556 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297176.8450499 Edm = 0.760685 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297174.627893 Edm = 1.87431 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297170.9771018 Edm = 1.14299 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297168.8983458 Edm = 0.110947 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297168.8364645 Edm = 0.0614172 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297168.7812752 Edm = 0.00672228 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297168.7688028 Edm = 0.000766154 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297168.7418467 Edm = 0.0239857 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297154.3034713 Edm = 5.98481 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297144.7122291 Edm = 1.44394 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297143.1652385 Edm = 0.389828 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297142.7829087 Edm = 0.179105 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297142.4680282 Edm = 0.047729 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297142.3727286 Edm = 0.0483992 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297142.321444 Edm = 0.018078 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297142.3000092 Edm = 0.00439031 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297142.2882602 Edm = 0.00371361 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297142.2574214 Edm = 0.0221889 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297142.0209543 Edm = 0.477245 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297141.2308202 Edm = 1.60657 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297140.345792 Edm = 1.21024 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297139.8423309 Edm = 0.385005 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297130.642043 Edm = 6.68871 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297116.7836838 Edm = 15.711 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297112.1491137 Edm = 5.6231 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297105.4386724 Edm = 3.25911 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297097.1336413 Edm = 2.19544 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297086.4627906 Edm = 3.31632 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297082.1686471 Edm = 2.27956 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297079.5899272 Edm = 2.07124 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297077.5092342 Edm = 1.1015 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297076.594623 Edm = 0.247377 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297076.3774559 Edm = 0.0431274 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297076.3093795 Edm = 0.0345654 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297076.2399056 Edm = 0.0469457 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297076.1671604 Edm = 0.0109602 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297076.1547731 Edm = 0.00173167 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297076.1415195 Edm = 0.00902549 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297075.6519314 Edm = 0.430451 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297067.1601694 Edm = 9.1077 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297064.3562485 Edm = 3.63865 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297058.8688872 Edm = 3.64385 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297051.5796649 Edm = 5.14622 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297042.9606557 Edm = 2.28576 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297039.5745687 Edm = 1.23953 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297038.7757072 Edm = 0.762892 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297038.2864299 Edm = 0.342007 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297037.9570033 Edm = 0.0311278 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297037.9185935 Edm = 0.00508316 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297037.9091803 Edm = 0.00224933 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297037.9035661 Edm = 0.00378559 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297037.8073724 Edm = 0.113136 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297037.5357931 Edm = 0.23881 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297032.1949685 Edm = 3.05298 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297028.323378 Edm = 0.195962 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297028.1610992 Edm = 0.0308278 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297028.1375766 Edm = 0.00170309 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297028.1339619 Edm = 0.00103442 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297028.1300621 Edm = 0.000954474 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297028.1266051 Edm = 0.00162904 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297028.106843 Edm = 0.0140595 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297027.3067668 Edm = 0.567448 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297025.2715782 Edm = 0.628936 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297024.5264693 Edm = 0.134264 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297024.3314129 Edm = 0.110408 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297024.2282326 Edm = 0.0386889 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297024.1655869 Edm = 0.0133609 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297024.1368979 Edm = 0.00572948 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297024.1278514 Edm = 0.00293242 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297024.1261386 Edm = 0.000443205 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297024.1254123 Edm = 0.000129874 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297024.1247855 Edm = 0.000298119 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297024.1203012 Edm = 0.00351878 NCalls = 361 -VariableMetric: Iteration # 114 - FCN = 297023.882192 Edm = 0.452488 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297023.8663825 Edm = 0.030021 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297023.7343423 Edm = 0.126042 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297022.933169 Edm = 0.406554 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297022.4496992 Edm = 0.0513147 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297022.3925391 Edm = 0.00150213 NCalls = 384 -VariableMetric: Iteration # 120 - FCN = 297022.3907352 Edm = 0.000165695 NCalls = 386 -VariableMetric: Iteration # 121 - FCN = 297022.3905671 Edm = 7.25913e-06 NCalls = 387 -VariableMetric: After Hessian - FCN = 297022.3905671 Edm = 34.2984 NCalls = 868 -VariableMetric: Iteration # 122 - FCN = 297022.3905671 Edm = 34.2984 NCalls = 868 -VariableMetric: Iteration # 123 - FCN = 297021.4870619 Edm = 638.897 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297019.7853489 Edm = 1.32595 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297019.1571793 Edm = 0.679219 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297018.534721 Edm = 0.302092 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297018.074178 Edm = 0.0591641 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297017.9926668 Edm = 0.0947438 NCalls = 885 -VariableMetric: Iteration # 129 - FCN = 297017.8851381 Edm = 0.0417328 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297017.8224671 Edm = 0.0298004 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297017.7696569 Edm = 0.0151432 NCalls = 891 -VariableMetric: Iteration # 132 - FCN = 297017.7132091 Edm = 0.0188233 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297017.6323275 Edm = 0.0389811 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297017.4617899 Edm = 0.0322357 NCalls = 898 -VariableMetric: Iteration # 135 - FCN = 297017.3773172 Edm = 0.01383 NCalls = 900 -VariableMetric: Iteration # 136 - FCN = 297017.3333092 Edm = 0.00918178 NCalls = 902 -VariableMetric: Iteration # 137 - FCN = 297017.3176855 Edm = 0.00228006 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297017.3143165 Edm = 0.000275024 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297017.3140062 Edm = 2.72592e-05 NCalls = 908 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313858.916299 Edm = 32.3389 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313858.916299 Edm = 32.3389 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303145.9965174 Edm = 14.8407 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298653.5644264 Edm = 4467.75 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298524.1740091 Edm = 22542.8 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298409.4281165 Edm = 2.13892 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298407.1281884 Edm = 1.595 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298025.5851665 Edm = 106.123 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297686.5560801 Edm = 23.4798 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297671.1007169 Edm = 0.679127 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297670.0782108 Edm = 0.280924 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297622.141969 Edm = 40.2259 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297532.2933194 Edm = 0.754335 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297531.5654029 Edm = 0.0244264 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297531.5043902 Edm = 0.0477996 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297517.1458557 Edm = 13.0637 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297429.4746685 Edm = 3.08358 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297425.7666516 Edm = 0.0515161 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297425.7028281 Edm = 0.00784937 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297425.6191694 Edm = 0.113204 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297423.744282 Edm = 1.53783 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297393.0956364 Edm = 3.20664 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297389.6500799 Edm = 0.18687 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297389.4824305 Edm = 0.00436219 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297389.4570395 Edm = 0.0218502 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297385.9519186 Edm = 4.04246 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297385.9387217 Edm = 0.00699578 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297385.6463365 Edm = 0.355225 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297385.4138531 Edm = 0.228268 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297383.1099646 Edm = 2.29559 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297354.4889261 Edm = 9.28424 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 297342.5629394 Edm = 7.73768 NCalls = 126 -VariableMetric: Iteration # 31 - FCN = 297336.3072915 Edm = 4.00755 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297335.6270907 Edm = 0.517824 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297335.1443155 Edm = 0.0504865 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297335.1044288 Edm = 0.00248678 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297335.0978288 Edm = 0.00475494 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297334.4966101 Edm = 0.581861 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297326.3269506 Edm = 1.4617 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297325.2927147 Edm = 0.0939756 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297325.215303 Edm = 0.00206311 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297325.2123818 Edm = 0.00156591 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297325.1910819 Edm = 0.0238885 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297323.7210193 Edm = 0.146119 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297318.2980027 Edm = 0.685864 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297317.1738354 Edm = 0.0745739 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297317.1033602 Edm = 0.00150222 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297317.1018953 Edm = 0.00030338 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297317.0994862 Edm = 0.00227272 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297317.0582459 Edm = 0.0433335 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297317.0293659 Edm = 0.0264117 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297315.3499333 Edm = 0.234843 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297315.1295184 Edm = 0.0159756 NCalls = 192 -VariableMetric: Iteration # 52 - FCN = 297315.1144761 Edm = 0.000783565 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297315.1129723 Edm = 0.000526617 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297315.1042553 Edm = 0.00743644 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297313.2514625 Edm = 1.20979 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297310.7351982 Edm = 0.147147 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297310.6147553 Edm = 0.0199574 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297310.5982075 Edm = 0.00454846 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297310.5936175 Edm = 0.000560366 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297310.5922244 Edm = 0.000886282 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297310.5702965 Edm = 0.0263439 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297310.2070441 Edm = 0.312558 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297306.5570572 Edm = 1.4699 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297304.6849284 Edm = 0.142695 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297304.567508 Edm = 0.0223607 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297304.5508691 Edm = 0.000552825 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297304.549983 Edm = 0.000226854 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297304.5471478 Edm = 0.00221592 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297304.4905783 Edm = 0.0702061 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297304.4653482 Edm = 0.0222914 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297304.3610691 Edm = 0.0778278 NCalls = 256 -VariableMetric: Iteration # 72 - FCN = 297302.5799793 Edm = 0.582608 NCalls = 260 -VariableMetric: Iteration # 73 - FCN = 297301.7274208 Edm = 0.0813081 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297301.6387421 Edm = 0.0051832 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297301.6339061 Edm = 5.15416e-05 NCalls = 264 -VariableMetric: After Hessian - FCN = 297301.6339061 Edm = 23.7441 NCalls = 739 -VariableMetric: Iteration # 76 - FCN = 297301.6339061 Edm = 23.7441 NCalls = 739 -VariableMetric: Iteration # 77 - FCN = 297298.8089161 Edm = 36.4404 NCalls = 744 -VariableMetric: Iteration # 78 - FCN = 297298.7998775 Edm = 0.301944 NCalls = 747 -VariableMetric: Iteration # 79 - FCN = 297298.7253577 Edm = 0.332541 NCalls = 749 -VariableMetric: Iteration # 80 - FCN = 297298.4910861 Edm = 0.420494 NCalls = 751 -VariableMetric: Iteration # 81 - FCN = 297298.0382587 Edm = 0.114854 NCalls = 753 -VariableMetric: Iteration # 82 - FCN = 297297.9346975 Edm = 0.0380134 NCalls = 755 -VariableMetric: Iteration # 83 - FCN = 297297.9014314 Edm = 0.0358911 NCalls = 757 -VariableMetric: Iteration # 84 - FCN = 297297.8571497 Edm = 0.0240636 NCalls = 759 -VariableMetric: Iteration # 85 - FCN = 297297.7516988 Edm = 0.0421019 NCalls = 761 -VariableMetric: Iteration # 86 - FCN = 297297.679735 Edm = 0.051999 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297297.6010631 Edm = 0.0296673 NCalls = 765 -VariableMetric: Iteration # 88 - FCN = 297297.451976 Edm = 0.0766205 NCalls = 767 -VariableMetric: Iteration # 89 - FCN = 297297.2507508 Edm = 0.0721909 NCalls = 769 -VariableMetric: Iteration # 90 - FCN = 297297.1368566 Edm = 0.170766 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297297.0784334 Edm = 0.0395589 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297297.0029884 Edm = 0.0431329 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297296.9305303 Edm = 0.0394866 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297296.8504784 Edm = 0.0267331 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297296.7997923 Edm = 0.00527979 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297296.7918765 Edm = 0.00289188 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297296.7827872 Edm = 0.00301498 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297296.7765693 Edm = 0.00207504 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297296.773073 Edm = 0.000900918 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297296.7710681 Edm = 0.000359939 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297296.7704265 Edm = 0.000126771 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297296.7700584 Edm = 0.000103231 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297296.7697991 Edm = 6.59183e-05 NCalls = 798 -VariableMetric: After Hessian - FCN = 297296.7697991 Edm = 0.0968828 NCalls = 1273 -VariableMetric: Iteration # 104 - FCN = 297296.7697991 Edm = 0.0968828 NCalls = 1273 -VariableMetric: Iteration # 105 - FCN = 297296.6647068 Edm = 0.026509 NCalls = 1275 -VariableMetric: Iteration # 106 - FCN = 297296.6451318 Edm = 0.0125598 NCalls = 1277 -VariableMetric: Iteration # 107 - FCN = 297296.6336038 Edm = 0.00402917 NCalls = 1279 -VariableMetric: Iteration # 108 - FCN = 297296.6266946 Edm = 0.00090645 NCalls = 1281 -VariableMetric: Iteration # 109 - FCN = 297296.625043 Edm = 0.000164194 NCalls = 1283 -VariableMetric: Iteration # 110 - FCN = 297296.6246035 Edm = 0.000111578 NCalls = 1285 -VariableMetric: Iteration # 111 - FCN = 297296.6243029 Edm = 0.000128651 NCalls = 1287 -VariableMetric: Iteration # 112 - FCN = 297296.6241073 Edm = 2.19626e-05 NCalls = 1290 -VariableMetric: After Hessian - FCN = 297296.6241073 Edm = 1.67144e-05 NCalls = 1781 -VariableMetric: Iteration # 113 - FCN = 297296.6241073 Edm = 1.67144e-05 NCalls = 1781 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304047.7276669 Edm = 29.5764 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304047.7276669 Edm = 29.5764 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298075.2782894 Edm = 0.736415 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298067.7708322 Edm = 1.14492 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298056.9216097 Edm = 10.9333 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297890.1186855 Edm = 81.2817 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297648.6766366 Edm = 1.09323 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297646.2883958 Edm = 0.170774 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297641.4523731 Edm = 3.97745 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297589.0516515 Edm = 0.770404 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297588.1061668 Edm = 0.0998017 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297587.7959505 Edm = 0.130586 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297565.001007 Edm = 21.4086 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297477.0469219 Edm = 1.55318 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297475.2696896 Edm = 0.0595354 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297475.1802466 Edm = 0.00607394 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297475.117032 Edm = 0.0544804 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297456.5328799 Edm = 14.8472 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297401.4477876 Edm = 12.6972 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297375.3282861 Edm = 3.55765 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297369.116704 Edm = 0.517497 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297368.3297047 Edm = 0.0561816 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297368.2474755 Edm = 0.021667 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297368.234555 Edm = 0.00320869 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297368.1862676 Edm = 0.0457248 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297363.5739159 Edm = 0.511066 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297343.2167584 Edm = 10.7859 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297325.5959612 Edm = 20.5755 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297313.1928541 Edm = 4.43496 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297309.7746348 Edm = 0.349726 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297309.6101704 Edm = 0.014971 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297309.5981839 Edm = 0.00170813 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297309.5907895 Edm = 0.00674651 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297309.1833344 Edm = 0.340686 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297299.400738 Edm = 5.04177 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297291.8609693 Edm = 12.8688 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297287.4002756 Edm = 0.791458 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297286.6857886 Edm = 0.105206 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297286.5907587 Edm = 0.00167883 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297286.5881227 Edm = 0.000996658 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297286.581425 Edm = 0.008229 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297285.9664842 Edm = 0.553505 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297274.1535651 Edm = 0.536181 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297273.5946758 Edm = 0.382621 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297273.1510039 Edm = 0.218841 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297272.6969093 Edm = 0.215601 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297272.3126978 Edm = 0.416273 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297271.9270411 Edm = 0.226858 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297271.6803681 Edm = 0.34471 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297271.3966484 Edm = 0.331955 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297271.0804274 Edm = 0.0805377 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297270.9531048 Edm = 0.0136041 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297270.939595 Edm = 0.00109324 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297270.9352182 Edm = 0.003474 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297270.7206016 Edm = 0.232428 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297270.6620676 Edm = 0.0577353 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297270.5861701 Edm = 0.0714848 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297268.2092683 Edm = 1.07803 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297263.9277739 Edm = 0.913279 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297263.3052378 Edm = 0.128151 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297263.1857505 Edm = 0.00201256 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297263.1833564 Edm = 0.000132696 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297263.1822892 Edm = 0.000907597 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297262.8790248 Edm = 0.280308 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297259.1997657 Edm = 0.134416 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297258.989354 Edm = 0.0178361 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297258.9705943 Edm = 0.000258021 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297258.9701607 Edm = 0.000205332 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297258.9570734 Edm = 0.0126238 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297258.1432473 Edm = 0.539288 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297256.5716753 Edm = 0.157347 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297256.4036579 Edm = 0.00445858 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297256.398675 Edm = 0.000238817 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297256.3983723 Edm = 2.83989e-05 NCalls = 233 -VariableMetric: After Hessian - FCN = 297256.3983723 Edm = 1.18601 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297256.3983723 Edm = 1.18601 NCalls = 708 -VariableMetric: Iteration # 74 - FCN = 297253.7840439 Edm = 0.307184 NCalls = 711 -VariableMetric: Iteration # 75 - FCN = 297253.5550292 Edm = 0.804209 NCalls = 713 -VariableMetric: Iteration # 76 - FCN = 297253.4463061 Edm = 0.483141 NCalls = 715 -VariableMetric: Iteration # 77 - FCN = 297253.2897105 Edm = 0.070598 NCalls = 717 -VariableMetric: Iteration # 78 - FCN = 297253.190132 Edm = 0.0117591 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297253.1785202 Edm = 0.0134607 NCalls = 720 -VariableMetric: Iteration # 80 - FCN = 297253.1685935 Edm = 0.00529194 NCalls = 722 -VariableMetric: Iteration # 81 - FCN = 297253.1528667 Edm = 0.00449735 NCalls = 725 -VariableMetric: Iteration # 82 - FCN = 297253.1474216 Edm = 0.00158184 NCalls = 727 -VariableMetric: Iteration # 83 - FCN = 297253.1456901 Edm = 0.000656859 NCalls = 730 -VariableMetric: Iteration # 84 - FCN = 297253.1447766 Edm = 0.000314628 NCalls = 732 -VariableMetric: Iteration # 85 - FCN = 297253.1441366 Edm = 0.000336899 NCalls = 734 -VariableMetric: Iteration # 86 - FCN = 297253.1427691 Edm = 0.000510335 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297253.1417081 Edm = 0.000352643 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297253.1413017 Edm = 0.000168282 NCalls = 742 -VariableMetric: Iteration # 89 - FCN = 297253.1411282 Edm = 2.14661e-05 NCalls = 744 -VariableMetric: After Hessian - FCN = 297253.1411282 Edm = 0.00014794 NCalls = 1225 -VariableMetric: Iteration # 90 - FCN = 297253.1411282 Edm = 0.00014794 NCalls = 1225 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311351.402964 Edm = 27.5407 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311351.402964 Edm = 27.5407 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302953.9589582 Edm = 2.82788 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302951.2326975 Edm = 5.11962 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302152.6912005 Edm = 148.424 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301903.3269098 Edm = 56.1866 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 301820.6215818 Edm = 5.45919 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 301804.6928607 Edm = 2.77562 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 301708.1816278 Edm = 110.34 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 301552.604915 Edm = 106 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 300281.8652087 Edm = 903.804 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 300220.4568818 Edm = 248.452 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 299470.3104072 Edm = 130.61 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 299276.3050451 Edm = 199.264 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 298905.9314543 Edm = 259.483 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 298800.4754659 Edm = 20.6434 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 298790.0275576 Edm = 0.324271 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 298789.517732 Edm = 0.297859 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297897.1829703 Edm = 202.049 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297861.1773594 Edm = 158.249 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297619.2014503 Edm = 41.0252 NCalls = 87 -VariableMetric: Iteration # 20 - FCN = 297585.2165832 Edm = 14.2998 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297577.3158144 Edm = 2.33156 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297570.2037897 Edm = 0.465208 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297569.7001421 Edm = 0.0280299 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297569.6037867 Edm = 0.084326 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297552.8902665 Edm = 15.4341 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297493.0719533 Edm = 0.892989 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297491.9656694 Edm = 0.0151791 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297491.9277755 Edm = 0.0185285 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297490.2893945 Edm = 1.53972 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297438.0011423 Edm = 38.1389 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297395.5319717 Edm = 36.9993 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297364.9260596 Edm = 10.6589 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297326.9583841 Edm = 11.9421 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297318.8628092 Edm = 4.30034 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297315.0821734 Edm = 0.455493 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297314.8938534 Edm = 0.0134046 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297314.871737 Edm = 0.00775704 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297314.7843424 Edm = 0.068233 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297295.7971367 Edm = 8.44281 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297292.4075267 Edm = 5.3777 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297285.5576865 Edm = 4.96649 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297282.7624374 Edm = 1.93004 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297279.9747433 Edm = 0.723681 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297279.3475332 Edm = 0.0537612 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297279.3117203 Edm = 0.00533447 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297279.3063921 Edm = 0.00246457 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297279.2954604 Edm = 0.00700479 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297279.0184551 Edm = 0.257063 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297271.712152 Edm = 5.42001 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297260.3819373 Edm = 0.240483 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297260.0967242 Edm = 0.0161215 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297260.0803903 Edm = 0.0055853 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297260.0727444 Edm = 0.0019612 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297260.0597478 Edm = 0.0100477 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297259.9132205 Edm = 0.14862 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297257.7193487 Edm = 1.67168 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297252.5578137 Edm = 0.59151 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297252.1043779 Edm = 0.0922847 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297251.9824374 Edm = 0.00650611 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297251.9739386 Edm = 0.00172205 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297251.970159 Edm = 0.00292205 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297251.9478675 Edm = 0.0171849 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297251.552075 Edm = 0.316938 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297244.9081693 Edm = 2.86861 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297240.8776824 Edm = 0.446258 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297240.4287296 Edm = 0.0500076 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297240.3794565 Edm = 0.014265 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297240.361871 Edm = 0.0011767 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297240.3598376 Edm = 0.0006765 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297240.3579907 Edm = 0.00156036 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297240.3289992 Edm = 0.0252389 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297238.0869139 Edm = 1.53843 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297232.4731062 Edm = 0.353078 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297232.213791 Edm = 0.0791004 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297232.1623505 Edm = 0.00930128 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297232.150254 Edm = 0.000419179 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297232.1495891 Edm = 0.000189749 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297232.1480341 Edm = 0.00132757 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297232.1136009 Edm = 0.0122642 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297232.0799518 Edm = 0.014409 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297231.9872053 Edm = 0.103069 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297231.2494843 Edm = 0.976299 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297230.6623087 Edm = 0.424129 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297230.0174984 Edm = 0.0456458 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297229.9752714 Edm = 0.00209811 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297229.9715097 Edm = 0.000978836 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297229.9688779 Edm = 0.000260287 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297229.9682994 Edm = 6.50031e-05 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297229.9680974 Edm = 8.68559e-05 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297229.963886 Edm = 0.00328154 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297229.9340366 Edm = 0.0415688 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297229.9256529 Edm = 0.0231295 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297229.7903833 Edm = 0.105776 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297229.4794178 Edm = 0.211349 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297229.3674747 Edm = 0.0112976 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297229.356067 Edm = 0.00212818 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297229.3476896 Edm = 0.00477049 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297229.3331946 Edm = 0.00187478 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297229.3311298 Edm = 0.000101959 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297229.330988 Edm = 4.05799e-05 NCalls = 319 -VariableMetric: After Hessian - FCN = 297229.330988 Edm = 3.12526 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297229.330988 Edm = 3.12526 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297226.5207243 Edm = 6.34769 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297226.3662297 Edm = 1.06287 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297225.9550079 Edm = 0.323221 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297225.2736599 Edm = 0.477627 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297224.9081329 Edm = 0.949178 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297224.6761829 Edm = 0.370371 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297224.4053189 Edm = 0.165381 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297224.218987 Edm = 0.150331 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297224.1094037 Edm = 0.0377749 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297224.0733078 Edm = 0.010732 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297224.0615717 Edm = 0.00385593 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297224.0548224 Edm = 0.000794909 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297224.0532903 Edm = 0.000403451 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297224.0515367 Edm = 0.000446551 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297224.0504556 Edm = 0.000505034 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297224.0500226 Edm = 0.000153755 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297224.0497911 Edm = 5.58851e-05 NCalls = 843 -VariableMetric: After Hessian - FCN = 297224.0497911 Edm = 0.000515629 NCalls = 1332 -VariableMetric: Iteration # 119 - FCN = 297224.0497911 Edm = 0.000515629 NCalls = 1332 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306399.338027 Edm = 25.8736 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306399.338027 Edm = 25.8736 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299809.5522476 Edm = 1.8101 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299790.156922 Edm = 3.18104 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297984.1868746 Edm = 8.69303 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297967.2007543 Edm = 33.8024 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297904.789382 Edm = 1.21935 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297903.2204294 Edm = 0.857336 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297873.0242423 Edm = 25.4807 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297682.7639194 Edm = 20.7512 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297662.5086613 Edm = 0.0601597 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297661.6924285 Edm = 0.835708 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297583.4475165 Edm = 14.6713 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297497.9210389 Edm = 54.5673 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297447.9013859 Edm = 6.28565 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297434.8775746 Edm = 6.30185 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297427.1507079 Edm = 1.35215 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297425.7162338 Edm = 0.0318836 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297425.6475685 Edm = 0.0452623 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297425.3138164 Edm = 0.402124 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297423.477096 Edm = 1.61102 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297325.9721463 Edm = 3.35662 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297322.380157 Edm = 2.01718 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297321.8299067 Edm = 0.164023 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297321.476148 Edm = 0.00357568 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297321.4673477 Edm = 0.00506675 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297319.4211816 Edm = 2.37656 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297319.4128842 Edm = 0.00438407 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297315.3383586 Edm = 0.15027 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297284.0576002 Edm = 2.98065 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297278.5948125 Edm = 1.62285 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297277.1285052 Edm = 0.672724 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297276.3512027 Edm = 0.21967 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297275.9353929 Edm = 0.0983338 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297275.8787111 Edm = 0.0116252 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297275.8684296 Edm = 0.0012936 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297275.8655266 Edm = 0.00239591 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297275.7217229 Edm = 0.137345 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297268.348518 Edm = 3.91569 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297261.3274916 Edm = 0.805258 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297260.8695474 Edm = 0.496176 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297260.4760749 Edm = 0.0978303 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297260.3017594 Edm = 0.0116477 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297260.288743 Edm = 0.00160769 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297260.2869816 Edm = 0.000945778 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297260.2809292 Edm = 0.0054166 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297260.0369039 Edm = 0.222729 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297252.0020827 Edm = 1.70891 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297248.6864672 Edm = 1.02102 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297248.0234602 Edm = 0.138701 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297247.8494401 Edm = 0.0541291 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297247.8337944 Edm = 0.0160129 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297247.8183657 Edm = 0.00482107 NCalls = 159 -VariableMetric: Iteration # 52 - FCN = 297247.8111883 Edm = 0.000700454 NCalls = 161 -VariableMetric: Iteration # 53 - FCN = 297247.808914 Edm = 0.00116786 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297247.7968166 Edm = 0.00894159 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297247.3950184 Edm = 0.467772 NCalls = 170 -VariableMetric: Iteration # 56 - FCN = 297247.2563564 Edm = 0.120859 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297247.0066219 Edm = 0.191881 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297244.3794051 Edm = 1.10738 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297243.4548815 Edm = 0.206208 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297243.3347947 Edm = 0.00580285 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297243.328574 Edm = 0.000692271 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297243.326319 Edm = 0.000891264 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297243.3241158 Edm = 0.00170819 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297243.3089997 Edm = 0.0164237 NCalls = 196 -VariableMetric: Iteration # 65 - FCN = 297242.8443564 Edm = 0.377767 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297240.1825203 Edm = 0.144779 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297240.0228248 Edm = 0.0120521 NCalls = 209 -VariableMetric: Iteration # 68 - FCN = 297240.0111358 Edm = 0.000597108 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297240.0105016 Edm = 4.53541e-05 NCalls = 212 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299450.2700151 Edm = 1.2152 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299450.2700151 Edm = 1.2152 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299318.6216322 Edm = 6.42732 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298901.9927661 Edm = 227.819 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298353.6601989 Edm = 100.788 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298259.6869702 Edm = 2.78428 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298257.8649833 Edm = 0.10561 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298256.0213888 Edm = 2.10221 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298143.9346698 Edm = 28.0426 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298103.0573384 Edm = 2.10605 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298101.3050707 Edm = 0.196147 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298099.924618 Edm = 0.916354 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298059.5654599 Edm = 42.1959 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297854.970723 Edm = 16.7756 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297840.6903427 Edm = 11.3502 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297825.3180843 Edm = 0.949842 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297824.1049683 Edm = 0.0940303 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297823.6828965 Edm = 0.421835 NCalls = 53 -VariableMetric: Iteration # 17 - FCN = 297818.1767134 Edm = 5.96934 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297812.5876593 Edm = 5.30259 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297696.0064257 Edm = 8.71984 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297687.4774357 Edm = 1.85543 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297685.1596154 Edm = 0.151068 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297684.9562403 Edm = 0.0271605 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297684.8556819 Edm = 0.0676371 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297679.0153437 Edm = 5.92774 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297677.5146479 Edm = 1.49465 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297672.6330006 Edm = 4.78299 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297669.7763197 Edm = 8.61324 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297663.5154968 Edm = 3.89308 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297633.2014159 Edm = 14.0771 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297624.0363244 Edm = 1.16394 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297623.183698 Edm = 0.10587 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297623.0733541 Edm = 0.0235853 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297622.9744556 Edm = 0.0762236 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297622.389373 Edm = 0.582377 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297604.5191651 Edm = 2.58447 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297601.3427555 Edm = 0.427668 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297601.052741 Edm = 0.0592683 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297600.9948526 Edm = 0.0138151 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297600.9691443 Edm = 0.0187372 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297600.7597215 Edm = 0.194064 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297579.8903766 Edm = 15.8898 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297531.5729167 Edm = 16.955 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297518.8818232 Edm = 0.964837 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297517.6533113 Edm = 0.11033 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297517.4808791 Edm = 0.0134295 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297517.4478778 Edm = 0.0185752 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297517.3337505 Edm = 0.075773 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297516.7664914 Edm = 0.247903 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297512.6323997 Edm = 2.49822 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297482.5408143 Edm = 7.95613 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297467.6373489 Edm = 7.53561 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297456.7664497 Edm = 4.19654 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297452.3021137 Edm = 1.90282 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297450.64389 Edm = 0.0608032 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297450.618485 Edm = 0.0239133 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297450.5972333 Edm = 0.00518353 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297450.573802 Edm = 0.0235516 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297449.950424 Edm = 0.30268 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297446.1028003 Edm = 2.60932 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297414.0453457 Edm = 44.7376 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297394.9773613 Edm = 31.8351 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297378.4397226 Edm = 7.59529 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297373.0579275 Edm = 2.21239 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297368.4921086 Edm = 1.82846 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297366.943124 Edm = 0.33198 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297366.5954612 Edm = 0.0551168 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297366.5216531 Edm = 0.0305468 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297366.4843195 Edm = 0.0172049 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297366.4384904 Edm = 0.0252893 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297365.953473 Edm = 0.368534 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297362.1328672 Edm = 1.53992 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297355.1500701 Edm = 1.84457 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297352.0139744 Edm = 0.304399 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297351.6449429 Edm = 0.083265 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297351.5958834 Edm = 0.0101766 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297351.5788455 Edm = 0.00336108 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297351.5615826 Edm = 0.00857232 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297351.3845589 Edm = 0.173619 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297350.117784 Edm = 0.904388 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297342.0667206 Edm = 0.578594 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297341.44025 Edm = 0.0653212 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297341.4006605 Edm = 0.0135962 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297341.384112 Edm = 0.00274509 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297341.3804383 Edm = 0.000763726 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297341.3789273 Edm = 0.000852094 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297341.3335762 Edm = 0.0396834 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297340.2722005 Edm = 0.809492 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297335.7643786 Edm = 0.83651 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297334.8097639 Edm = 0.0286795 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297334.786165 Edm = 0.00281934 NCalls = 279 -VariableMetric: Iteration # 91 - FCN = 297334.7836193 Edm = 0.000469434 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297334.7821872 Edm = 0.000949171 NCalls = 282 -VariableMetric: Iteration # 93 - FCN = 297334.757586 Edm = 0.0266759 NCalls = 286 -VariableMetric: Iteration # 94 - FCN = 297333.5037717 Edm = 0.337799 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297331.4825488 Edm = 0.291288 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297331.0219179 Edm = 0.0170438 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297331.0029315 Edm = 0.00225821 NCalls = 299 -VariableMetric: Iteration # 98 - FCN = 297331.0000216 Edm = 0.000234173 NCalls = 301 -VariableMetric: Iteration # 99 - FCN = 297330.9997334 Edm = 4.89689e-05 NCalls = 303 -VariableMetric: After Hessian - FCN = 297330.9997334 Edm = 43.4024 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297330.9997334 Edm = 43.4024 NCalls = 776 -VariableMetric: Iteration # 101 - FCN = 297330.2772289 Edm = 128.397 NCalls = 779 -VariableMetric: Iteration # 102 - FCN = 297326.3722972 Edm = 2.91992 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297324.4176358 Edm = 13768.7 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297324.4015374 Edm = 2171.41 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297324.3816225 Edm = 810.587 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297324.3193068 Edm = 1396.21 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297324.2199962 Edm = 131.641 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297324.1923299 Edm = 136.957 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297324.1632878 Edm = 41.5368 NCalls = 815 -VariableMetric: Iteration # 110 - FCN = 297324.1422904 Edm = 23.6092 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297324.1384622 Edm = 78.9771 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297324.07205 Edm = 173.661 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297324.021376 Edm = 64.1402 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297323.9667331 Edm = 18.1939 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297323.9147282 Edm = 26.6203 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297323.7514101 Edm = 6.50252 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297323.6152281 Edm = 7.56809 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297323.443377 Edm = 5.25968 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297323.2608745 Edm = 1.26266 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297321.3475294 Edm = 76.1257 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297321.2842563 Edm = 3.33576 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297320.7989776 Edm = 3.2231 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297320.6872815 Edm = 0.56266 NCalls = 856 -VariableMetric: Iteration # 124 - FCN = 297320.3370089 Edm = 3.37266 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297320.1547845 Edm = 1.69381 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297319.9312508 Edm = 0.987167 NCalls = 862 -VariableMetric: Iteration # 127 - FCN = 297317.7915685 Edm = 2.92568 NCalls = 865 -VariableMetric: Iteration # 128 - FCN = 297317.5863781 Edm = 1.55615 NCalls = 867 -VariableMetric: Iteration # 129 - FCN = 297316.752682 Edm = 1.43823 NCalls = 869 -VariableMetric: Iteration # 130 - FCN = 297316.6692996 Edm = 0.21257 NCalls = 871 -VariableMetric: Iteration # 131 - FCN = 297316.5377738 Edm = 0.0995156 NCalls = 873 -VariableMetric: Iteration # 132 - FCN = 297316.4603266 Edm = 0.0167272 NCalls = 875 -VariableMetric: Iteration # 133 - FCN = 297316.2989953 Edm = 1.35336 NCalls = 885 -VariableMetric: Iteration # 134 - FCN = 297316.2916856 Edm = 0.0272999 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297316.2195963 Edm = 0.244838 NCalls = 889 -VariableMetric: Iteration # 136 - FCN = 297316.1822212 Edm = 0.0446784 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297313.6206298 Edm = 2.70851 NCalls = 900 -VariableMetric: Iteration # 138 - FCN = 297313.6122051 Edm = 0.0144298 NCalls = 902 -VariableMetric: Iteration # 139 - FCN = 297313.5618551 Edm = 0.0611076 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297313.4569311 Edm = 0.246902 NCalls = 907 -VariableMetric: Iteration # 141 - FCN = 297313.2565046 Edm = 0.186944 NCalls = 911 -VariableMetric: Iteration # 142 - FCN = 297312.8058108 Edm = 0.258612 NCalls = 914 -VariableMetric: Iteration # 143 - FCN = 297311.7435556 Edm = 0.963303 NCalls = 917 -VariableMetric: Iteration # 144 - FCN = 297310.1484326 Edm = 1.38758 NCalls = 921 -VariableMetric: Iteration # 145 - FCN = 297308.5542789 Edm = 1.74087 NCalls = 925 -VariableMetric: Iteration # 146 - FCN = 297306.5622719 Edm = 1.38321 NCalls = 928 -VariableMetric: Iteration # 147 - FCN = 297305.6507706 Edm = 1.40301 NCalls = 930 -VariableMetric: Iteration # 148 - FCN = 297303.8921173 Edm = 1.44396 NCalls = 934 -VariableMetric: Iteration # 149 - FCN = 297302.2988512 Edm = 1.4418 NCalls = 937 -VariableMetric: Iteration # 150 - FCN = 297300.8192979 Edm = 0.90315 NCalls = 940 -VariableMetric: Iteration # 151 - FCN = 297300.439955 Edm = 0.107782 NCalls = 942 -VariableMetric: Iteration # 152 - FCN = 297300.3330021 Edm = 0.0177572 NCalls = 943 -VariableMetric: Iteration # 153 - FCN = 297300.3137127 Edm = 0.00714765 NCalls = 945 -VariableMetric: Iteration # 154 - FCN = 297300.297168 Edm = 0.00678743 NCalls = 947 -VariableMetric: Iteration # 155 - FCN = 297300.2884225 Edm = 0.00447967 NCalls = 949 -VariableMetric: Iteration # 156 - FCN = 297300.2790178 Edm = 0.0048526 NCalls = 951 -VariableMetric: Iteration # 157 - FCN = 297300.2331817 Edm = 0.0432798 NCalls = 955 -VariableMetric: Iteration # 158 - FCN = 297300.1562635 Edm = 0.0951319 NCalls = 960 -VariableMetric: Iteration # 159 - FCN = 297300.1405093 Edm = 0.0365747 NCalls = 963 -VariableMetric: Iteration # 160 - FCN = 297300.0633925 Edm = 0.0516747 NCalls = 967 -VariableMetric: Iteration # 161 - FCN = 297299.9846537 Edm = 0.0231539 NCalls = 969 -VariableMetric: Iteration # 162 - FCN = 297299.9557487 Edm = 0.0159054 NCalls = 972 -VariableMetric: Iteration # 163 - FCN = 297299.9447266 Edm = 0.00380581 NCalls = 974 -VariableMetric: Iteration # 164 - FCN = 297299.9406383 Edm = 0.000912479 NCalls = 976 -VariableMetric: Iteration # 165 - FCN = 297299.9384668 Edm = 0.000658787 NCalls = 978 -VariableMetric: Iteration # 166 - FCN = 297299.9370913 Edm = 0.000258305 NCalls = 980 -VariableMetric: Iteration # 167 - FCN = 297299.9366714 Edm = 6.62161e-05 NCalls = 982 -VariableMetric: Iteration # 168 - FCN = 297299.9365444 Edm = 2.13491e-05 NCalls = 984 -VariableMetric: After Hessian - FCN = 297299.9365444 Edm = 3.28721e-05 NCalls = 1467 -VariableMetric: Iteration # 169 - FCN = 297299.9365444 Edm = 3.28721e-05 NCalls = 1467 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302838.1745983 Edm = 7.83923 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302838.1745983 Edm = 7.83923 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298728.4831861 Edm = 43.6979 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298637.5150258 Edm = 257.711 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298630.9911307 Edm = 3.24092 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298312.2630014 Edm = 0.561373 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298310.945291 Edm = 1.10035 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298306.695839 Edm = 1.90096 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298019.4684722 Edm = 28.0486 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297990.945225 Edm = 3.09771 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297987.5663605 Edm = 0.319793 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297987.1605255 Edm = 0.0577815 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297986.9215132 Edm = 0.210518 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297976.3247299 Edm = 5.33429 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297959.9401223 Edm = 0.724066 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297958.6545226 Edm = 0.464136 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297946.7747625 Edm = 29.2742 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297946.6925385 Edm = 0.659292 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297938.7828034 Edm = 7.81423 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297916.1255366 Edm = 3.91383 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297910.3970961 Edm = 0.381124 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297909.6571978 Edm = 0.0375509 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297909.546163 Edm = 0.0582314 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297909.2831419 Edm = 0.331562 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297891.5818363 Edm = 15.8987 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297890.0712708 Edm = 1.86033 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297889.2382176 Edm = 0.643722 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297841.1394736 Edm = 25.023 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297804.9569994 Edm = 10.4403 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297788.5763831 Edm = 3.6308 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297783.7363987 Edm = 2.04066 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297780.6042062 Edm = 0.865651 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297777.6762594 Edm = 0.407639 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297776.623434 Edm = 0.643355 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297774.9570049 Edm = 1.99055 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297773.3944983 Edm = 7.18414 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297772.0769578 Edm = 2.52664 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297749.440929 Edm = 19.924 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297736.2651577 Edm = 17.5209 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297722.7309973 Edm = 1.24413 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297721.589979 Edm = 0.217525 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297721.3598021 Edm = 0.0438326 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297721.1817367 Edm = 0.109713 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297720.6303243 Edm = 0.491329 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297701.6514065 Edm = 15.8351 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297652.0405878 Edm = 18.4629 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297643.7389338 Edm = 0.676414 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297643.1053573 Edm = 0.0698692 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297643.014876 Edm = 0.0683529 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297641.0606977 Edm = 1.90141 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297573.8161677 Edm = 15.957 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297562.0059245 Edm = 1.90409 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297559.7988739 Edm = 0.266633 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297559.378229 Edm = 0.0624346 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297559.2801453 Edm = 0.028118 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297559.1939408 Edm = 0.0388147 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297558.9325355 Edm = 0.194791 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297554.6194419 Edm = 3.34463 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297521.6689162 Edm = 5.86387 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297516.3757243 Edm = 0.954556 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297515.5685822 Edm = 0.0442243 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297515.5054529 Edm = 0.0163244 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297515.4821232 Edm = 0.00942341 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297515.4622247 Edm = 0.00622237 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297515.4164753 Edm = 0.0352181 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297515.1674984 Edm = 0.116088 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297513.7054302 Edm = 1.35006 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297513.6672872 Edm = 0.209663 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297512.6139796 Edm = 1.13226 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297508.739548 Edm = 2.10817 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297504.8883984 Edm = 0.914774 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297503.1724244 Edm = 0.881672 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297500.3899719 Edm = 3.57652 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297475.6686557 Edm = 9.5176 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297465.7797463 Edm = 4.55222 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297463.3650867 Edm = 0.65805 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297462.6369231 Edm = 0.344289 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297462.2567204 Edm = 0.213762 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297462.0367144 Edm = 0.060149 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297461.9596348 Edm = 0.0125881 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297461.9423444 Edm = 0.00630168 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297461.9212299 Edm = 0.0175183 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297461.7669893 Edm = 0.187134 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297461.5476518 Edm = 0.181055 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297458.1669512 Edm = 1.9658 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297449.9066395 Edm = 7.48065 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297447.7710426 Edm = 4.4975 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297441.5948658 Edm = 7.13244 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297432.4912029 Edm = 1.80752 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297431.1060159 Edm = 1.04753 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297430.3647864 Edm = 0.0881665 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297430.2872564 Edm = 0.0462678 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297430.2410475 Edm = 0.0168402 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297430.1668151 Edm = 0.0221659 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297430.1389178 Edm = 0.00746377 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297430.134241 Edm = 0.00112714 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297430.1262186 Edm = 0.00865331 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297430.0376188 Edm = 0.141787 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297430.0237526 Edm = 0.0152324 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297429.9477363 Edm = 0.0691026 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297429.2261688 Edm = 0.624624 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297428.0443981 Edm = 0.867981 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297421.8981574 Edm = 11.386 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297418.4774031 Edm = 2.8065 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297415.9602711 Edm = 1.18719 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297414.6752318 Edm = 0.232573 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297414.3627864 Edm = 0.0232429 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297414.331604 Edm = 0.00383039 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297414.3235165 Edm = 0.00140948 NCalls = 349 -VariableMetric: Iteration # 108 - FCN = 297414.3213967 Edm = 0.000232374 NCalls = 351 -VariableMetric: Iteration # 109 - FCN = 297414.3210203 Edm = 9.94636e-05 NCalls = 353 -VariableMetric: Iteration # 110 - FCN = 297414.3192202 Edm = 0.001315 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297414.2903644 Edm = 0.0186269 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297413.8342819 Edm = 0.287873 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297412.6250067 Edm = 0.331611 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297412.2780185 Edm = 0.026514 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297412.250595 Edm = 0.00127557 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297412.2487336 Edm = 0.000123754 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297412.2485244 Edm = 6.63498e-05 NCalls = 374 -VariableMetric: After Hessian - FCN = 297412.2485244 Edm = 50.5709 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297412.2485244 Edm = 50.5709 NCalls = 847 -VariableMetric: Iteration # 119 - FCN = 297405.5107541 Edm = 89272.4 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297404.5943578 Edm = 19085.4 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297404.0052563 Edm = 4182.52 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297402.9366547 Edm = 4548.57 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297402.5920072 Edm = 504.108 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297401.1025554 Edm = 150.459 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297400.9278646 Edm = 366.588 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297400.5644347 Edm = 149.717 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297399.7943764 Edm = 258.966 NCalls = 886 -VariableMetric: Iteration # 128 - FCN = 297399.3726434 Edm = 51.3779 NCalls = 889 -VariableMetric: Iteration # 129 - FCN = 297399.1326317 Edm = 75.1005 NCalls = 892 -VariableMetric: Iteration # 130 - FCN = 297398.9722975 Edm = 112.002 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297398.6726035 Edm = 117.641 NCalls = 896 -VariableMetric: Iteration # 132 - FCN = 297398.5123238 Edm = 21.1295 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297398.3691791 Edm = 3.6024 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297398.190801 Edm = 2.49021 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297398.0408485 Edm = 1.57563 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297397.9589298 Edm = 1.5399 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297397.8602982 Edm = 0.870438 NCalls = 910 -VariableMetric: Iteration # 138 - FCN = 297397.7366985 Edm = 0.578984 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297397.671734 Edm = 0.0787977 NCalls = 914 -VariableMetric: Iteration # 140 - FCN = 297397.6662999 Edm = 0.0422325 NCalls = 916 -VariableMetric: Iteration # 141 - FCN = 297397.6567008 Edm = 0.00787445 NCalls = 918 -VariableMetric: Iteration # 142 - FCN = 297397.6540083 Edm = 0.00245382 NCalls = 920 -VariableMetric: Iteration # 143 - FCN = 297397.6518312 Edm = 0.000362388 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297397.6516554 Edm = 0.000273819 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297397.6514881 Edm = 1.56111e-05 NCalls = 926 -VariableMetric: After Hessian - FCN = 297397.6514881 Edm = 1.93774e-05 NCalls = 1415 -VariableMetric: Iteration # 146 - FCN = 297397.6514881 Edm = 1.93774e-05 NCalls = 1415 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333515.8313291 Edm = 632.411 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333515.8313291 Edm = 632.411 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303618.2162829 Edm = 12.1185 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302035.3945193 Edm = 67.2223 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 302003.3542465 Edm = 5.64801 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301998.4526775 Edm = 2.09771 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 301747.6758494 Edm = 154.738 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 300259.0676319 Edm = 8.08693 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 299051.1139943 Edm = 4312.54 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 299051.1139943 Edm = 4312.54 NCalls = 52 -VariableMetric: After Hessian - FCN = 299051.1139943 Edm = 1389.71 NCalls = 527 -VariableMetric: Iteration # 9 - FCN = 299051.1139943 Edm = 1389.71 NCalls = 527 -VariableMetric: Iteration # 10 - FCN = 298990.5278356 Edm = 1.05395e+06 NCalls = 530 -VariableMetric: Iteration # 11 - FCN = 297698.5089637 Edm = 78.2742 NCalls = 533 -VariableMetric: Iteration # 12 - FCN = 297547.837371 Edm = 39.8799 NCalls = 535 -VariableMetric: Iteration # 13 - FCN = 297419.1707362 Edm = 25.3048 NCalls = 538 -VariableMetric: Iteration # 14 - FCN = 297370.31211 Edm = 5.18119 NCalls = 540 -VariableMetric: Iteration # 15 - FCN = 297354.445086 Edm = 6.10135 NCalls = 542 -VariableMetric: Iteration # 16 - FCN = 297333.6212178 Edm = 2.67731 NCalls = 544 -VariableMetric: Iteration # 17 - FCN = 297325.5365622 Edm = 1.71623 NCalls = 547 -VariableMetric: Iteration # 18 - FCN = 297320.1675563 Edm = 2.69047 NCalls = 549 -VariableMetric: Iteration # 19 - FCN = 297310.5144067 Edm = 2.65397 NCalls = 552 -VariableMetric: Iteration # 20 - FCN = 297306.374792 Edm = 1.34908 NCalls = 554 -VariableMetric: Iteration # 21 - FCN = 297303.3014983 Edm = 0.975804 NCalls = 556 -VariableMetric: Iteration # 22 - FCN = 297300.657025 Edm = 1.2547 NCalls = 558 -VariableMetric: Iteration # 23 - FCN = 297297.6256053 Edm = 1.93394 NCalls = 561 -VariableMetric: Iteration # 24 - FCN = 297295.0167357 Edm = 1.2517 NCalls = 563 -VariableMetric: Iteration # 25 - FCN = 297288.9795137 Edm = 2.67079 NCalls = 566 -VariableMetric: Iteration # 26 - FCN = 297280.0617042 Edm = 3.45159 NCalls = 568 -VariableMetric: Iteration # 27 - FCN = 297271.133493 Edm = 1.86156 NCalls = 570 -VariableMetric: Iteration # 28 - FCN = 297267.3850927 Edm = 2.50245 NCalls = 572 -VariableMetric: Iteration # 29 - FCN = 297258.5496601 Edm = 4.17301 NCalls = 576 -VariableMetric: Iteration # 30 - FCN = 297255.2107703 Edm = 2.20931 NCalls = 578 -VariableMetric: Iteration # 31 - FCN = 297253.9582248 Edm = 0.365543 NCalls = 580 -VariableMetric: Iteration # 32 - FCN = 297253.2227523 Edm = 0.264151 NCalls = 582 -VariableMetric: Iteration # 33 - FCN = 297252.1561441 Edm = 0.436007 NCalls = 584 -VariableMetric: Iteration # 34 - FCN = 297250.7525715 Edm = 0.409769 NCalls = 586 -VariableMetric: Iteration # 35 - FCN = 297248.4015325 Edm = 1.63812 NCalls = 589 -VariableMetric: Iteration # 36 - FCN = 297242.8230341 Edm = 1.25301 NCalls = 592 -VariableMetric: Iteration # 37 - FCN = 297241.3049375 Edm = 0.296246 NCalls = 594 -VariableMetric: Iteration # 38 - FCN = 297240.7353053 Edm = 0.248096 NCalls = 596 -VariableMetric: Iteration # 39 - FCN = 297239.3494981 Edm = 0.730844 NCalls = 600 -VariableMetric: Iteration # 40 - FCN = 297236.3153206 Edm = 1.41902 NCalls = 603 -VariableMetric: Iteration # 41 - FCN = 297233.6257769 Edm = 0.852374 NCalls = 606 -VariableMetric: Iteration # 42 - FCN = 297232.9379894 Edm = 0.247825 NCalls = 608 -VariableMetric: Iteration # 43 - FCN = 297232.3624606 Edm = 0.281361 NCalls = 610 -VariableMetric: Iteration # 44 - FCN = 297230.6145122 Edm = 1.25284 NCalls = 613 -VariableMetric: Iteration # 45 - FCN = 297224.5139951 Edm = 1.30954 NCalls = 615 -VariableMetric: Iteration # 46 - FCN = 297223.3167907 Edm = 0.153251 NCalls = 616 -VariableMetric: Iteration # 47 - FCN = 297223.1754222 Edm = 0.108634 NCalls = 617 -VariableMetric: Iteration # 48 - FCN = 297223.032292 Edm = 0.117076 NCalls = 619 -VariableMetric: Iteration # 49 - FCN = 297222.7903237 Edm = 0.200896 NCalls = 622 -VariableMetric: Iteration # 50 - FCN = 297222.1513819 Edm = 0.330911 NCalls = 624 -VariableMetric: Iteration # 51 - FCN = 297221.1996572 Edm = 0.312288 NCalls = 626 -VariableMetric: Iteration # 52 - FCN = 297220.780215 Edm = 0.031926 NCalls = 628 -VariableMetric: Iteration # 53 - FCN = 297220.7432131 Edm = 0.00565042 NCalls = 630 -VariableMetric: Iteration # 54 - FCN = 297220.7300033 Edm = 0.0072761 NCalls = 632 -VariableMetric: Iteration # 55 - FCN = 297220.6782224 Edm = 0.0421313 NCalls = 635 -VariableMetric: Iteration # 56 - FCN = 297220.1755674 Edm = 0.264325 NCalls = 638 -VariableMetric: Iteration # 57 - FCN = 297219.7207366 Edm = 0.0259313 NCalls = 640 -VariableMetric: Iteration # 58 - FCN = 297219.6931 Edm = 0.00160056 NCalls = 642 -VariableMetric: Iteration # 59 - FCN = 297219.6878082 Edm = 0.0039494 NCalls = 644 -VariableMetric: Iteration # 60 - FCN = 297219.597994 Edm = 0.0809212 NCalls = 649 -VariableMetric: Iteration # 61 - FCN = 297219.1040825 Edm = 0.0888443 NCalls = 652 -VariableMetric: Iteration # 62 - FCN = 297218.9817743 Edm = 0.0150905 NCalls = 654 -VariableMetric: Iteration # 63 - FCN = 297218.9666047 Edm = 0.000762709 NCalls = 655 -VariableMetric: Iteration # 64 - FCN = 297218.9658542 Edm = 5.79331e-05 NCalls = 656 -VariableMetric: After Hessian - FCN = 297218.9658542 Edm = 0.0187195 NCalls = 1137 -VariableMetric: Iteration # 65 - FCN = 297218.9658542 Edm = 0.0187195 NCalls = 1137 -VariableMetric: Iteration # 66 - FCN = 297218.9002722 Edm = 15.5712 NCalls = 1147 -VariableMetric: Iteration # 67 - FCN = 297218.8517059 Edm = 0.0387776 NCalls = 1150 -VariableMetric: Iteration # 68 - FCN = 297218.8052946 Edm = 0.0141576 NCalls = 1153 -VariableMetric: Iteration # 69 - FCN = 297218.7501466 Edm = 0.0789617 NCalls = 1158 -VariableMetric: Iteration # 70 - FCN = 297218.6019488 Edm = 0.256925 NCalls = 1161 -VariableMetric: Iteration # 71 - FCN = 297218.5683182 Edm = 0.0365441 NCalls = 1165 -VariableMetric: Iteration # 72 - FCN = 297218.3073975 Edm = 0.115287 NCalls = 1170 -VariableMetric: Iteration # 73 - FCN = 297218.0045971 Edm = 0.592831 NCalls = 1175 -VariableMetric: Iteration # 74 - FCN = 297217.4911638 Edm = 0.378496 NCalls = 1179 -VariableMetric: Iteration # 75 - FCN = 297217.3242627 Edm = 0.707648 NCalls = 1181 -VariableMetric: Iteration # 76 - FCN = 297216.6507654 Edm = 0.308562 NCalls = 1187 -VariableMetric: Iteration # 77 - FCN = 297216.0062292 Edm = 2.14553 NCalls = 1192 -VariableMetric: Iteration # 78 - FCN = 297214.425242 Edm = 1.38277 NCalls = 1197 -VariableMetric: Iteration # 79 - FCN = 297213.5604378 Edm = 2.86388 NCalls = 1199 -VariableMetric: Iteration # 80 - FCN = 297211.9018196 Edm = 1.77136 NCalls = 1202 -VariableMetric: Iteration # 81 - FCN = 297210.6070384 Edm = 1.6013 NCalls = 1204 -VariableMetric: Iteration # 82 - FCN = 297208.9872171 Edm = 0.805884 NCalls = 1209 -VariableMetric: Iteration # 83 - FCN = 297207.962284 Edm = 0.967024 NCalls = 1211 -VariableMetric: Iteration # 84 - FCN = 297207.5766461 Edm = 0.288316 NCalls = 1213 -VariableMetric: Iteration # 85 - FCN = 297207.2194656 Edm = 0.086667 NCalls = 1215 -VariableMetric: Iteration # 86 - FCN = 297207.1203493 Edm = 0.0359457 NCalls = 1217 -VariableMetric: Iteration # 87 - FCN = 297207.0767035 Edm = 0.0205086 NCalls = 1219 -VariableMetric: Iteration # 88 - FCN = 297207.0606569 Edm = 0.00603072 NCalls = 1221 -VariableMetric: Iteration # 89 - FCN = 297207.0542251 Edm = 0.00247709 NCalls = 1223 -VariableMetric: Iteration # 90 - FCN = 297207.0489359 Edm = 0.0011738 NCalls = 1225 -VariableMetric: Iteration # 91 - FCN = 297207.0468485 Edm = 0.000440943 NCalls = 1227 -VariableMetric: Iteration # 92 - FCN = 297207.046354 Edm = 0.000106107 NCalls = 1229 -VariableMetric: Iteration # 93 - FCN = 297207.0460422 Edm = 8.42156e-05 NCalls = 1231 -VariableMetric: Iteration # 94 - FCN = 297207.0457541 Edm = 5.29789e-05 NCalls = 1233 -VariableMetric: Iteration # 95 - FCN = 297207.045631 Edm = 1.75297e-05 NCalls = 1235 -VariableMetric: After Hessian - FCN = 297207.045631 Edm = 2.43717e-05 NCalls = 1722 -VariableMetric: Iteration # 96 - FCN = 297207.045631 Edm = 2.43717e-05 NCalls = 1722 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304684.0113056 Edm = 938.519 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304684.0113056 Edm = 938.519 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301393.4157558 Edm = 507.321 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298815.431112 Edm = 68.1077 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298698.858043 Edm = 0.551603 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298687.581877 Edm = 12.0883 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298468.8775623 Edm = 96.3047 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298367.0575426 Edm = 51.6333 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298188.9115567 Edm = 156.664 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 297938.9474056 Edm = 34.2161 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 297880.3603672 Edm = 2.18783 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297873.9455292 Edm = 2.33019 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297866.1482906 Edm = 0.622716 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297864.6854391 Edm = 0.33648 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297862.4879252 Edm = 0.66575 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297856.0482601 Edm = 5.08961 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297844.2923696 Edm = 7.05766 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 297825.5049917 Edm = 13.2441 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297815.4812112 Edm = 20.0572 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297779.9730666 Edm = 3.82987 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297774.5053414 Edm = 1.72723 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297773.3166542 Edm = 0.311867 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297772.9620725 Edm = 0.0944148 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297770.8162769 Edm = 1.76327 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297713.9395337 Edm = 3.24674 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297708.2774908 Edm = 9.14755 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297706.0163685 Edm = 4.83549 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297695.298059 Edm = 2.43348 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297691.7779134 Edm = 2.09731 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297691.0868106 Edm = 0.374872 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297690.7522481 Edm = 0.169726 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297689.5716062 Edm = 1.34812 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297687.2505063 Edm = 1.9373 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297641.5348398 Edm = 6.97776 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297630.2833091 Edm = 2.91272 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297619.846855 Edm = 2.31342 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297617.8248549 Edm = 0.255512 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297617.13064 Edm = 0.608617 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297615.0785632 Edm = 2.43311 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297611.1019453 Edm = 4.62788 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297610.4411641 Edm = 1.37297 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297606.7197395 Edm = 1.55311 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297601.2206896 Edm = 2.01854 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297596.1145407 Edm = 8.86615 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297581.8711066 Edm = 12.7387 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297578.2365462 Edm = 9.69005 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297565.2242582 Edm = 9.40777 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297556.6407275 Edm = 4.47962 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297544.51044 Edm = 10.4071 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297520.4171555 Edm = 29.9487 NCalls = 184 -VariableMetric: Iteration # 49 - FCN = 297502.9851239 Edm = 11.6576 NCalls = 188 -VariableMetric: Iteration # 50 - FCN = 297490.4653267 Edm = 35.1437 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297481.4617285 Edm = 19.9727 NCalls = 194 -VariableMetric: Iteration # 52 - FCN = 297472.1322731 Edm = 8.93611 NCalls = 197 -VariableMetric: Iteration # 53 - FCN = 297460.4713745 Edm = 7.56455 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297457.4031417 Edm = 1.69401 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297455.6060578 Edm = 0.32858 NCalls = 208 -VariableMetric: Iteration # 56 - FCN = 297455.3339106 Edm = 0.254114 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297454.8917871 Edm = 0.131823 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297454.7352782 Edm = 0.00784114 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297454.7085764 Edm = 0.0205304 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297453.7412151 Edm = 0.831902 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297444.8588763 Edm = 0.499198 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297444.3546454 Edm = 0.0275183 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297444.3241726 Edm = 0.0119751 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297443.9166116 Edm = 0.396179 NCalls = 234 -VariableMetric: Iteration # 65 - FCN = 297414.3563127 Edm = 3.26114 NCalls = 240 -VariableMetric: Iteration # 66 - FCN = 297411.493042 Edm = 1.45585 NCalls = 242 -VariableMetric: Iteration # 67 - FCN = 297409.896638 Edm = 0.502986 NCalls = 245 -VariableMetric: Iteration # 68 - FCN = 297409.2881537 Edm = 0.144788 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297409.140377 Edm = 0.0433126 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297409.0999301 Edm = 0.00312197 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297409.0949654 Edm = 0.00277917 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297409.0745186 Edm = 0.0188675 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297408.8340019 Edm = 0.150075 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297407.3416579 Edm = 0.6501 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297404.9778964 Edm = 0.184147 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297404.706731 Edm = 0.0623661 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297404.6651419 Edm = 0.0293185 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297404.6386307 Edm = 0.00583651 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297404.6301474 Edm = 0.000665966 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297404.6286027 Edm = 0.000631643 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297404.6170055 Edm = 0.0105236 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297404.302249 Edm = 0.312534 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297398.378808 Edm = 3.70308 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297396.608044 Edm = 0.413184 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297396.2381148 Edm = 0.0917229 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297396.1699199 Edm = 0.00807282 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297396.1552871 Edm = 0.00544023 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297396.1442024 Edm = 0.00365318 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297396.1366094 Edm = 0.00475507 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297395.9971312 Edm = 0.134036 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297394.8168376 Edm = 0.868438 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297392.169093 Edm = 1.20323 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297390.8670576 Edm = 0.114955 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297390.7295199 Edm = 0.00477572 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297390.7235777 Edm = 0.000463218 NCalls = 317 -VariableMetric: Iteration # 96 - FCN = 297390.7230059 Edm = 0.000126879 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297390.7227476 Edm = 0.000135467 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297390.7197978 Edm = 0.00276194 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297390.4383834 Edm = 0.258121 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297389.1573535 Edm = 0.343353 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297388.8165654 Edm = 0.136465 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297388.682178 Edm = 0.00521349 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297388.6760952 Edm = 0.000251565 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297388.6756991 Edm = 4.98937e-05 NCalls = 339 -VariableMetric: After Hessian - FCN = 297388.6756991 Edm = 88.4408 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297388.6756991 Edm = 88.4408 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297388.0150192 Edm = 22.6712 NCalls = 826 -VariableMetric: Iteration # 107 - FCN = 297377.603751 Edm = 54.3887 NCalls = 835 -VariableMetric: Iteration # 108 - FCN = 297377.5653492 Edm = 9.01258 NCalls = 839 -VariableMetric: Iteration # 109 - FCN = 297373.7062064 Edm = 0.39187 NCalls = 841 -VariableMetric: Iteration # 110 - FCN = 297372.6780159 Edm = 0.615362 NCalls = 844 -VariableMetric: Iteration # 111 - FCN = 297371.3198511 Edm = 0.278769 NCalls = 847 -VariableMetric: Iteration # 112 - FCN = 297370.3031299 Edm = 0.302871 NCalls = 850 -VariableMetric: Iteration # 113 - FCN = 297370.0064759 Edm = 0.0636819 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297369.811171 Edm = 0.0532065 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297369.7211828 Edm = 0.0231676 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297369.5254146 Edm = 0.0851007 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297369.371043 Edm = 0.02033 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297369.2972301 Edm = 0.0220724 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297369.233675 Edm = 0.0590206 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297369.181382 Edm = 0.0378933 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297369.1175037 Edm = 0.0279306 NCalls = 870 -VariableMetric: Iteration # 122 - FCN = 297369.0704721 Edm = 0.0483303 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297369.0056469 Edm = 0.0219275 NCalls = 875 -VariableMetric: Iteration # 124 - FCN = 297368.9194711 Edm = 0.0538493 NCalls = 878 -VariableMetric: Iteration # 125 - FCN = 297368.8866732 Edm = 0.0403095 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297368.8230394 Edm = 0.0181706 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297368.7794675 Edm = 0.00537062 NCalls = 886 -VariableMetric: Iteration # 128 - FCN = 297368.769154 Edm = 0.0171817 NCalls = 889 -VariableMetric: Iteration # 129 - FCN = 297368.7254055 Edm = 0.00841295 NCalls = 892 -VariableMetric: Iteration # 130 - FCN = 297368.7097332 Edm = 0.00647287 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297368.6856883 Edm = 0.0319485 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297368.6711174 Edm = 0.010073 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297368.6612216 Edm = 0.0017171 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297368.6541012 Edm = 0.00299692 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297368.6478442 Edm = 0.00140977 NCalls = 907 -VariableMetric: Iteration # 136 - FCN = 297368.646076 Edm = 0.00129737 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297368.638175 Edm = 0.00364951 NCalls = 912 -VariableMetric: Iteration # 138 - FCN = 297368.6297302 Edm = 0.00200249 NCalls = 914 -VariableMetric: Iteration # 139 - FCN = 297368.625792 Edm = 0.0030138 NCalls = 917 -VariableMetric: Iteration # 140 - FCN = 297368.6210017 Edm = 0.00196542 NCalls = 919 -VariableMetric: Iteration # 141 - FCN = 297368.6151511 Edm = 0.00112434 NCalls = 921 -VariableMetric: Iteration # 142 - FCN = 297368.6127458 Edm = 0.000778111 NCalls = 923 -VariableMetric: Iteration # 143 - FCN = 297368.6105167 Edm = 0.000719027 NCalls = 925 -VariableMetric: Iteration # 144 - FCN = 297368.6094928 Edm = 0.000328806 NCalls = 927 -VariableMetric: Iteration # 145 - FCN = 297368.6086674 Edm = 0.000214107 NCalls = 929 -VariableMetric: Iteration # 146 - FCN = 297368.6079968 Edm = 0.000203719 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 297368.6070895 Edm = 0.000483584 NCalls = 933 -VariableMetric: Iteration # 148 - FCN = 297368.5998202 Edm = 0.00151135 NCalls = 936 -VariableMetric: Iteration # 149 - FCN = 297368.5964319 Edm = 0.00136204 NCalls = 938 -VariableMetric: Iteration # 150 - FCN = 297368.5851127 Edm = 0.00178174 NCalls = 941 -VariableMetric: Iteration # 151 - FCN = 297368.5811915 Edm = 0.00105797 NCalls = 943 -VariableMetric: Iteration # 152 - FCN = 297368.5784218 Edm = 0.000152502 NCalls = 945 -VariableMetric: Iteration # 153 - FCN = 297368.5781074 Edm = 9.54813e-05 NCalls = 947 -VariableMetric: Iteration # 154 - FCN = 297368.577858 Edm = 7.5132e-05 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297368.5777207 Edm = 3.51033e-05 NCalls = 951 -VariableMetric: After Hessian - FCN = 297368.5777207 Edm = 0.0152233 NCalls = 1438 -VariableMetric: Iteration # 156 - FCN = 297368.5777207 Edm = 0.0152233 NCalls = 1438 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325666.9212355 Edm = 60.6847 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325666.9212355 Edm = 60.6847 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304453.185228 Edm = 2.09827 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304399.7698513 Edm = 1.94109 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303938.8753025 Edm = 77.7175 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303845.2453939 Edm = 6.85835 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 303833.8293876 Edm = 1.47287 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 303810.3126729 Edm = 22.9689 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 302171.64929 Edm = 2541.87 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 302171.64929 Edm = 2541.87 NCalls = 51 -VariableMetric: After Hessian - FCN = 302171.64929 Edm = 1.04041e+09 NCalls = 522 -VariableMetric: Iteration # 9 - FCN = 302171.64929 Edm = 1.04041e+09 NCalls = 522 -VariableMetric: Iteration # 10 - FCN = 302171.64929 Edm = 1.04041e+09 NCalls = 533 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 343755.3790277 Edm = 69783.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 343755.3790277 Edm = 69783.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302223.9361705 Edm = 23.0993 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 301913.6901286 Edm = 14.5239 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298925.8017188 Edm = 30.7973 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297725.599259 Edm = 296.554 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297632.0255799 Edm = 37.2144 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297600.521572 Edm = 2.60599 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297597.8194959 Edm = 0.288274 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297551.5216658 Edm = 31.675 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297479.6385015 Edm = 1.57948 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297477.9967058 Edm = 0.0509259 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297477.2368049 Edm = 0.697156 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297439.97966 Edm = 0.711563 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297438.9226062 Edm = 0.0268719 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297438.2584899 Edm = 0.577596 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297352.3676295 Edm = 17.0799 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297332.8466636 Edm = 1.48212 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297331.8398035 Edm = 0.03501 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297331.7899613 Edm = 0.00740041 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297331.6177098 Edm = 0.15866 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297320.2056397 Edm = 9.41764 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297282.641598 Edm = 1.46751 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297281.6537172 Edm = 0.515335 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297280.8069209 Edm = 0.158021 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297280.5551843 Edm = 0.0336634 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297280.5144909 Edm = 0.00509026 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297280.5068977 Edm = 0.00185038 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297280.492553 Edm = 0.0124963 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297276.459198 Edm = 3.30112 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297263.8917813 Edm = 0.270529 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297263.6206736 Edm = 0.0504306 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297263.5828313 Edm = 0.00622398 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297263.5748612 Edm = 0.000613777 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297263.5606786 Edm = 0.0137483 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297262.623452 Edm = 0.158434 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297258.9901134 Edm = 1.28133 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297255.7337837 Edm = 1.5755 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297254.7482437 Edm = 0.193192 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297254.5413019 Edm = 0.0436179 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297254.4735148 Edm = 0.022914 NCalls = 124 -VariableMetric: Iteration # 40 - FCN = 297254.443604 Edm = 0.00293885 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297254.4408461 Edm = 0.000537731 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297254.4290837 Edm = 0.0108037 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297252.3623295 Edm = 1.79094 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297244.8796154 Edm = 0.409982 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297244.4839796 Edm = 0.280857 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297244.3214208 Edm = 0.084909 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297244.1908324 Edm = 0.0104196 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297244.1793325 Edm = 0.0011017 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297244.1768785 Edm = 0.00154115 NCalls = 151 -VariableMetric: Iteration # 50 - FCN = 297244.1151996 Edm = 0.0623142 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297244.0240363 Edm = 0.0869749 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297236.3558463 Edm = 3.76809 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297232.7565914 Edm = 1.33279 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297232.1384676 Edm = 0.0418614 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297232.0978587 Edm = 0.000475304 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297232.0973167 Edm = 0.000196545 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297232.0966591 Edm = 0.000595617 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297232.0566264 Edm = 0.0369737 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297230.3479788 Edm = 0.809388 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297228.8486793 Edm = 0.0555559 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297228.7877649 Edm = 0.00106852 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297228.7866182 Edm = 7.88008e-05 NCalls = 192 -VariableMetric: After Hessian - FCN = 297228.7866182 Edm = 2.32856 NCalls = 663 -VariableMetric: Iteration # 63 - FCN = 297228.7866182 Edm = 2.32856 NCalls = 663 -VariableMetric: Iteration # 64 - FCN = 297228.3666518 Edm = 2.09582 NCalls = 665 -VariableMetric: Iteration # 65 - FCN = 297227.9101682 Edm = 2.80213 NCalls = 667 -VariableMetric: Iteration # 66 - FCN = 297227.05418 Edm = 0.462772 NCalls = 669 -VariableMetric: Iteration # 67 - FCN = 297226.5901316 Edm = 0.262512 NCalls = 671 -VariableMetric: Iteration # 68 - FCN = 297226.4837852 Edm = 0.124732 NCalls = 673 -VariableMetric: Iteration # 69 - FCN = 297226.2413863 Edm = 0.308842 NCalls = 676 -VariableMetric: Iteration # 70 - FCN = 297225.5283722 Edm = 0.481433 NCalls = 680 -VariableMetric: Iteration # 71 - FCN = 297224.2305816 Edm = 1.43328 NCalls = 683 -VariableMetric: Iteration # 72 - FCN = 297223.9547549 Edm = 1.26182 NCalls = 685 -VariableMetric: Iteration # 73 - FCN = 297222.5980499 Edm = 1.70017 NCalls = 689 -VariableMetric: Iteration # 74 - FCN = 297220.4546177 Edm = 3.48687 NCalls = 693 -VariableMetric: Iteration # 75 - FCN = 297219.7914599 Edm = 1.58007 NCalls = 696 -VariableMetric: Iteration # 76 - FCN = 297219.2030494 Edm = 0.966129 NCalls = 699 -VariableMetric: Iteration # 77 - FCN = 297217.2253699 Edm = 2.03081 NCalls = 702 -VariableMetric: Iteration # 78 - FCN = 297216.3047927 Edm = 1.20035 NCalls = 704 -VariableMetric: Iteration # 79 - FCN = 297214.0746756 Edm = 1.42957 NCalls = 709 -VariableMetric: Iteration # 80 - FCN = 297212.1801224 Edm = 1.30774 NCalls = 712 -VariableMetric: Iteration # 81 - FCN = 297211.7047799 Edm = 0.763829 NCalls = 714 -VariableMetric: Iteration # 82 - FCN = 297211.4635691 Edm = 0.0753689 NCalls = 716 -VariableMetric: Iteration # 83 - FCN = 297211.3659236 Edm = 0.0258454 NCalls = 718 -VariableMetric: Iteration # 84 - FCN = 297211.333519 Edm = 0.013114 NCalls = 720 -VariableMetric: Iteration # 85 - FCN = 297211.32163 Edm = 0.00231871 NCalls = 722 -VariableMetric: Iteration # 86 - FCN = 297211.3184464 Edm = 0.000413863 NCalls = 724 -VariableMetric: Iteration # 87 - FCN = 297211.317898 Edm = 3.58783e-05 NCalls = 726 -VariableMetric: After Hessian - FCN = 297211.317898 Edm = 6.80445e-05 NCalls = 1205 -VariableMetric: Iteration # 88 - FCN = 297211.317898 Edm = 6.80445e-05 NCalls = 1205 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1357 (1357 total) | -| EDM = 0.000125 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297089.2275587538 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 2 | phi_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.69 | 0.20 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 5.02 | 0.29 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.36 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.13 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.904 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -0.13 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.634 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 20.7 | 1.8 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.03 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.64 | 0.20 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.12 | 0.22 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.51 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.37 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 22| rho_p | 5.40 | 0.30 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.101 0.002 -0.065 -0.149 0.069 -0.156 -0.085 -0.008 -0.002 -0.038 0.285 -0.010 0.044 0.032 0.027 0.186 0.005 0.113 -0.077 -0.153 -0.188 0.037 0.094 | -| bplus_0 | -0.101 1.000 -0.008 0.029 -0.049 0.012 -0.042 -0.015 0.028 0.098 0.154 -0.228 0.071 -0.001 -0.014 -0.027 0.035 0.001 -0.015 -0.035 -0.022 -0.922 -0.144 -0.357 | -| phi_p | 0.002 -0.008 1.000 -0.022 -0.005 -0.006 -0.017 -0.009 0.049 -0.009 -0.085 0.078 0.892 0.001 -0.010 0.000 0.002 0.001 -0.015 -0.023 -0.022 0.014 -0.143 0.165 | -| Ctt | -0.065 0.029 -0.022 1.000 -0.295 -0.362 0.341 0.222 -0.002 0.257 0.015 -0.658 -0.043 -0.008 -0.275 0.175 -0.204 0.001 -0.167 0.257 0.027 0.082 0.095 -0.070 | -| Dbar_p | -0.149 -0.049 -0.005 -0.295 1.000 -0.000 -0.078 -0.020 -0.003 0.192 -0.013 0.054 -0.017 -0.001 -0.067 0.063 0.271 0.021 -0.044 -0.064 -0.077 -0.069 0.042 0.026 | -| p4160_p | 0.069 0.012 -0.006 -0.362 -0.000 1.000 -0.522 -0.142 0.000 -0.057 0.003 0.010 -0.003 0.048 0.206 -0.139 0.182 0.028 -0.001 -0.140 0.284 0.023 -0.011 -0.008 | -| p4040_s | -0.156 -0.042 -0.017 0.341 -0.078 -0.522 1.000 -0.009 -0.002 -0.006 0.002 -0.120 -0.032 -0.002 -0.211 0.207 -0.151 -0.002 0.091 0.054 -0.147 0.040 0.059 -0.017 | -| psi2s_p | -0.085 -0.015 -0.009 0.222 -0.020 -0.142 -0.009 1.000 -0.002 -0.015 -0.003 -0.037 -0.011 0.024 -0.213 0.039 0.039 0.025 -0.472 -0.064 -0.080 0.025 0.008 0.003 | -| omega_p | -0.008 0.028 0.049 -0.002 -0.003 0.000 -0.002 -0.002 1.000 -0.004 0.366 -0.003 0.056 0.000 -0.001 -0.002 -0.001 0.000 -0.002 -0.003 -0.001 -0.024 -0.162 0.017 | -| jpsi_p | -0.002 0.098 -0.009 0.257 0.192 -0.057 -0.006 -0.015 -0.004 1.000 -0.015 -0.174 0.009 0.058 -0.098 -0.006 0.023 0.045 -0.071 -0.015 -0.021 -0.059 -0.076 0.024 | -| omega_s | -0.038 0.154 -0.085 0.015 -0.013 0.003 0.002 -0.003 0.366 -0.015 1.000 -0.079 -0.044 -0.001 0.002 -0.010 -0.004 0.000 -0.000 0.004 0.009 -0.136 0.034 -0.490 | -| bplus_2 | 0.285 -0.228 0.078 -0.658 0.054 0.010 -0.120 -0.037 -0.003 -0.174 -0.079 1.000 0.106 0.010 0.019 0.131 0.067 0.001 0.071 -0.159 -0.213 0.004 -0.204 0.235 | -| phi_s | -0.010 0.071 0.892 -0.043 -0.017 -0.003 -0.032 -0.011 0.056 0.009 -0.044 0.106 1.000 0.001 -0.012 -0.005 0.006 0.000 -0.022 -0.041 -0.034 -0.057 -0.151 0.097 | -| DDstar_s | 0.044 -0.001 0.001 -0.008 -0.001 0.048 -0.002 0.024 0.000 0.058 -0.001 0.010 0.001 1.000 0.030 -0.001 0.029 -0.001 0.031 0.003 0.027 -0.011 0.001 0.003 | -| p4040_p | 0.032 -0.014 -0.010 -0.275 -0.067 0.206 -0.211 -0.213 -0.001 -0.098 0.002 0.019 -0.012 0.030 1.000 -0.031 0.164 0.021 -0.030 0.300 0.161 0.033 0.006 -0.006 | -| p4415_s | 0.027 -0.027 0.000 0.175 0.063 -0.139 0.207 0.039 -0.002 -0.006 -0.010 0.131 -0.005 -0.001 -0.031 1.000 -0.060 -0.001 0.016 0.333 -0.170 -0.086 0.015 0.024 | -| p3770_p | 0.186 0.035 0.002 -0.204 0.271 0.182 -0.151 0.039 -0.001 0.023 -0.004 0.067 0.006 0.029 0.164 -0.060 1.000 0.030 -0.169 -0.048 0.024 -0.107 -0.014 0.010 | -| Dbar_s | 0.005 0.001 0.001 0.001 0.021 0.028 -0.002 0.025 0.000 0.045 0.000 0.001 0.000 -0.001 0.021 -0.001 0.030 1.000 0.028 0.000 0.014 -0.003 0.001 -0.000 | -| p3770_s | 0.113 -0.015 -0.015 -0.167 -0.044 -0.001 0.091 -0.472 -0.002 -0.071 -0.000 0.071 -0.022 0.031 -0.030 0.016 -0.169 0.028 1.000 0.016 -0.004 -0.039 0.027 -0.006 | -| p4160_s | -0.077 -0.035 -0.023 0.257 -0.064 -0.140 0.054 -0.064 -0.003 -0.015 0.004 -0.159 -0.041 0.003 0.300 0.333 -0.048 0.000 0.016 1.000 -0.066 0.021 0.076 -0.027 | -| p4415_p | -0.153 -0.022 -0.022 0.027 -0.077 0.284 -0.147 -0.080 -0.001 -0.021 0.009 -0.213 -0.034 0.027 0.161 -0.170 0.024 0.014 -0.004 -0.066 1.000 0.100 0.052 -0.037 | -| bplus_1 | -0.188 -0.922 0.014 0.082 -0.069 0.023 0.040 0.025 -0.024 -0.059 -0.136 0.004 -0.057 -0.011 0.033 -0.086 -0.107 -0.003 -0.039 0.021 0.100 1.000 0.107 0.307 | -| rho_p | 0.037 -0.144 -0.143 0.095 0.042 -0.011 0.059 0.008 -0.162 -0.076 0.034 -0.204 -0.151 0.001 0.006 0.015 -0.014 0.001 0.027 0.076 0.052 0.107 1.000 0.069 | -| rho_s | 0.094 -0.357 0.165 -0.070 0.026 -0.008 -0.017 0.003 0.017 0.024 -0.490 0.235 0.097 0.003 -0.006 0.024 0.010 -0.000 -0.006 -0.027 -0.037 0.307 0.069 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3379923324273335}), (, {'error': 0.03388926126451541}), (, {'error': 0.3754545604836541}), (, {'error': 0.20056492780703983}), (, {'error': 0.2934498381053796}), (, {'error': 0.08870366675356145}), (, {'error': 0.17083696663825026}), (, {'error': 0.03109195042809798}), (, {'error': 0.27017558846964684}), (, {'error': 0.02414808396544954}), (, {'error': 1.1056343932244959}), (, {'error': 0.09022568543023723}), (, {'error': 1.838349432432837}), (, {'error': 0.024286852682221194}), (, {'error': 0.163853388939045}), (, {'error': 0.195682673915887}), (, {'error': 0.10309440272552983}), (, {'error': 0.017935871685841098}), (, {'error': 0.2248137271611128}), (, {'error': 0.16964190124061473}), (, {'error': 0.13302061325664627}), (, {'error': 0.06270575345700591}), (, {'error': 0.2977363631879131}), (, {'error': 0.32453847346095294})]) -Toy 1/25 -Time taken: 5 min, 55 s -Projected time left: 2 h, 22 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1680 (1680 total) | -| EDM = 0.000207 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297317.0671966808 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6.3 | 1.7 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.455 | 0.030 | | | -2 | 2 | | -| 2 | phi_p | 5.88 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.11 | 0.18 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -0.010 | 0.567 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.12 | 0.13 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.04 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 1.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 4.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.30 | 0.09 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.53 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.87 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.74 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.65 | 0.26 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.10 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.93 | 0.06 | | | -2 | 2 | | -| 22| rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.027 -0.001 0.112 -0.426 -0.214 -0.107 -0.057 0.001 -0.172 -0.008 0.030 -0.009 0.092 -0.120 0.003 0.085 -0.119 -0.005 -0.099 -0.207 -0.022 0.012 0.018 | -| bplus_0 | -0.027 1.000 -0.032 0.003 0.063 0.001 -0.049 -0.030 -0.010 -0.114 0.194 -0.084 0.088 -0.035 -0.024 -0.041 0.031 -0.020 -0.033 -0.045 -0.017 -0.962 -0.016 -0.391 | -| phi_p | -0.001 -0.032 1.000 0.007 -0.012 0.004 0.005 0.006 0.000 0.006 -0.014 -0.020 0.521 0.002 0.006 0.003 0.002 0.001 0.008 0.007 0.006 0.026 0.105 0.020 | -| Ctt | 0.112 0.003 0.007 1.000 0.017 -0.343 0.314 0.215 -0.000 -0.301 0.006 -0.634 -0.059 -0.017 -0.268 0.227 -0.064 -0.164 -0.142 0.215 -0.115 0.050 0.130 -0.022 | -| Dbar_p | -0.426 0.063 -0.012 0.017 1.000 -0.446 0.214 -0.363 -0.000 -0.574 0.013 -0.225 -0.004 -0.018 -0.418 0.090 -0.549 0.184 -0.506 0.111 -0.123 0.011 0.007 -0.031 | -| p4160_p | -0.214 0.001 0.004 -0.343 -0.446 1.000 -0.493 0.160 -0.001 0.487 0.004 0.101 0.010 0.000 0.455 -0.105 0.412 -0.089 0.304 -0.134 0.412 0.024 -0.018 -0.010 | -| p4040_s | -0.107 -0.049 0.005 0.314 0.214 -0.493 1.000 -0.058 0.001 -0.140 -0.009 -0.072 -0.027 -0.061 -0.280 0.175 -0.185 -0.003 0.002 0.034 -0.254 -0.000 0.053 0.018 | -| psi2s_p | -0.057 -0.030 0.006 0.215 -0.363 0.160 -0.058 1.000 0.000 0.315 -0.009 0.056 -0.005 -0.028 0.063 -0.013 0.286 -0.105 -0.067 -0.076 0.032 -0.005 0.007 0.017 | -| omega_p | 0.001 -0.010 0.000 -0.000 -0.000 -0.001 0.001 0.000 1.000 0.001 -0.104 0.002 -0.004 0.001 -0.000 0.001 -0.000 0.001 -0.000 0.000 -0.000 0.009 0.021 0.031 | -| jpsi_p | -0.172 -0.114 0.006 -0.301 -0.574 0.487 -0.140 0.315 0.001 1.000 -0.027 0.307 -0.012 -0.034 0.391 -0.109 0.358 -0.085 0.441 -0.088 0.193 0.038 -0.009 0.047 | -| omega_s | -0.008 0.194 -0.014 0.006 0.013 0.004 -0.009 -0.009 -0.104 -0.027 1.000 -0.050 0.049 -0.017 -0.001 -0.013 0.004 -0.011 -0.004 -0.006 0.006 -0.183 0.140 -0.546 | -| bplus_2 | 0.030 -0.084 -0.020 -0.634 -0.225 0.101 -0.072 0.056 0.002 0.307 -0.050 1.000 0.098 0.094 0.101 0.061 0.075 0.010 0.160 -0.105 -0.141 -0.087 -0.275 0.106 | -| phi_s | -0.009 0.088 0.521 -0.059 -0.004 0.010 -0.027 -0.005 -0.004 -0.012 0.049 0.098 1.000 -0.006 -0.001 -0.014 0.006 -0.010 -0.008 -0.033 -0.016 -0.089 0.083 -0.035 | -| DDstar_s | 0.092 -0.035 0.002 -0.017 -0.018 0.000 -0.061 -0.028 0.001 -0.034 -0.017 0.094 -0.006 1.000 -0.001 -0.022 0.067 -0.031 0.020 -0.044 -0.054 -0.067 0.005 0.037 | -| p4040_p | -0.120 -0.024 0.006 -0.268 -0.418 0.455 -0.280 0.063 -0.000 0.391 -0.001 0.101 -0.001 -0.001 1.000 -0.032 0.392 -0.113 0.240 0.242 0.253 0.017 0.002 0.001 | -| p4415_s | 0.003 -0.041 0.003 0.227 0.090 -0.105 0.175 -0.013 0.001 -0.109 -0.013 0.061 -0.014 -0.022 -0.032 1.000 -0.098 0.017 -0.037 0.314 -0.180 -0.047 0.023 0.028 | -| p3770_p | 0.085 0.031 0.002 -0.064 -0.549 0.412 -0.185 0.286 -0.000 0.358 0.004 0.075 0.006 0.067 0.392 -0.098 1.000 0.003 0.141 -0.050 0.187 -0.052 -0.014 -0.011 | -| Dbar_s | -0.119 -0.020 0.001 -0.164 0.184 -0.089 -0.003 -0.105 0.001 -0.085 -0.011 0.010 -0.010 -0.031 -0.113 0.017 0.003 1.000 -0.130 -0.024 -0.074 -0.045 0.015 0.023 | -| p3770_s | -0.005 -0.033 0.008 -0.142 -0.506 0.304 0.002 -0.067 -0.000 0.441 -0.004 0.160 -0.008 0.020 0.240 -0.037 0.141 -0.130 1.000 -0.019 0.120 -0.025 0.014 0.008 | -| p4160_s | -0.099 -0.045 0.007 0.215 0.111 -0.134 0.034 -0.076 0.000 -0.088 -0.006 -0.105 -0.033 -0.044 0.242 0.314 -0.050 -0.024 -0.019 1.000 -0.200 0.002 0.068 0.010 | -| p4415_p | -0.207 -0.017 0.006 -0.115 -0.123 0.412 -0.254 0.032 -0.000 0.193 0.006 -0.141 -0.016 -0.054 0.253 -0.180 0.187 -0.074 0.120 -0.200 1.000 0.073 0.040 -0.014 | -| bplus_1 | -0.022 -0.962 0.026 0.050 0.011 0.024 -0.000 -0.005 0.009 0.038 -0.183 -0.087 -0.089 -0.067 0.017 -0.047 -0.052 -0.045 -0.025 0.002 0.073 1.000 0.009 0.363 | -| rho_p | 0.012 -0.016 0.105 0.130 0.007 -0.018 0.053 0.007 0.021 -0.009 0.140 -0.275 0.083 0.005 0.002 0.023 -0.014 0.015 0.014 0.068 0.040 0.009 1.000 0.081 | -| rho_s | 0.018 -0.391 0.020 -0.022 -0.031 -0.010 0.018 0.017 0.031 0.047 -0.546 0.106 -0.035 0.037 0.001 0.028 -0.011 0.023 0.008 0.010 -0.014 0.363 0.081 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.7159135033289754}), (, {'error': 0.030251972226705837}), (, {'error': 0.18670968025360857}), (, {'error': 0.17888932278560166}), (, {'error': 0.5667170748247177}), (, {'error': 0.129660152786351}), (, {'error': 0.17378347641150232}), (, {'error': 0.035148481983797275}), (, {'error': 0.11509896340113013}), (, {'error': 0.0340087857972069}), (, {'error': 1.008535339944923}), (, {'error': 0.08642315198695716}), (, {'error': 1.007672736929834}), (, {'error': 0.08897020747890554}), (, {'error': 0.20564967386496424}), (, {'error': 0.19046333249783504}), (, {'error': 0.1335349377584194}), (, {'error': 0.11845200025603503}), (, {'error': 0.25880419803824894}), (, {'error': 0.16593313769964557}), (, {'error': 0.25417278914938346}), (, {'error': 0.061605665606804916}), (, {'error': 0.3679622851155653}), (, {'error': 0.3454642034354734})]) -Toy 2/25 -Time taken: 11 min, 47 s -Projected time left: 2 h, 15 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1370 (1370 total) | -| EDM = 0.000632 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297046.5359644317 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.27 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.468 | 0.019 | | | -2 | 2 | | -| 2 | phi_p | -0.66 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -1.50 | 0.12 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -0.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.96 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.96 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -5.54 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.56 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.47 | 0.05 | | | -2 | 2 | | -| 12| phi_s | 15.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.50 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.42 | 0.20 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.39 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.87 | 0.03 | | | -2 | 2 | | -| 22| rho_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.025 0.006 0.004 -0.091 -0.001 -0.098 0.178 0.015 0.415 0.002 0.002 -0.010 0.008 0.292 0.104 0.216 -0.002 0.237 0.018 -0.007 0.062 0.016 0.023 | -| bplus_0 | 0.025 1.000 0.023 -0.006 0.049 -0.000 0.014 0.004 0.150 -0.035 0.027 -0.182 -0.012 0.001 0.023 0.024 0.033 0.001 0.047 0.001 -0.003 -0.945 -0.032 0.267 | -| phi_p | 0.006 0.023 1.000 -0.002 0.006 -0.000 0.003 0.003 -0.005 -0.008 -0.029 0.003 0.512 -0.000 0.000 0.000 0.001 0.000 0.001 -0.000 -0.000 -0.013 0.067 0.025 | -| Ctt | 0.004 -0.006 -0.002 1.000 -0.007 -0.000 0.094 0.018 0.004 0.060 -0.001 0.262 -0.010 0.002 -0.065 0.020 -0.035 0.006 -0.080 -0.004 -0.005 -0.041 0.014 0.006 | -| Dbar_p | -0.091 0.049 0.006 -0.007 1.000 0.001 -0.055 0.189 0.027 0.469 0.002 0.099 -0.026 0.002 0.078 -0.029 0.441 0.012 0.190 0.007 0.003 0.083 0.040 0.045 | -| p4160_p | -0.001 -0.000 -0.000 -0.000 0.001 1.000 0.008 0.003 -0.000 0.001 0.000 -0.002 0.000 -0.000 -0.004 0.003 -0.000 -0.000 -0.000 -0.002 -0.000 -0.000 -0.001 -0.000 | -| p4040_s | -0.098 0.014 0.003 0.094 -0.055 0.008 1.000 -0.012 0.004 -0.136 0.001 -0.226 0.002 0.002 -0.261 -0.255 -0.164 -0.012 0.127 -0.019 0.023 0.082 0.001 0.011 | -| psi2s_p | 0.178 0.004 0.003 0.018 0.189 0.003 -0.012 1.000 0.007 0.117 -0.001 -0.165 -0.003 0.011 -0.141 -0.105 0.213 0.017 -0.364 0.001 0.012 0.105 0.003 0.016 | -| omega_p | 0.015 0.150 -0.005 0.004 0.027 -0.000 0.004 0.007 1.000 -0.004 0.512 0.004 -0.002 -0.001 0.014 0.012 0.012 -0.001 0.018 0.001 -0.001 -0.131 -0.085 0.592 | -| jpsi_p | 0.415 -0.035 -0.008 0.060 0.469 0.001 -0.136 0.117 -0.004 1.000 -0.004 0.012 0.015 0.008 0.186 0.056 0.305 0.009 0.224 0.015 -0.001 0.079 -0.058 -0.008 | -| omega_s | 0.002 0.027 -0.029 -0.001 0.002 0.000 0.001 -0.001 0.512 -0.004 1.000 -0.022 0.000 -0.000 -0.004 -0.004 0.000 -0.000 -0.003 -0.000 0.000 -0.025 -0.004 0.108 | -| bplus_2 | 0.002 -0.182 0.003 0.262 0.099 -0.002 -0.226 -0.165 0.004 0.012 -0.022 1.000 -0.113 0.022 0.261 0.324 0.085 -0.008 0.150 0.018 -0.020 0.022 0.213 0.026 | -| phi_s | -0.010 -0.012 0.512 -0.010 -0.026 0.000 0.002 -0.003 -0.002 0.015 0.000 -0.113 1.000 -0.001 -0.033 -0.034 -0.011 0.000 -0.032 -0.001 0.003 0.006 0.079 0.056 | -| DDstar_s | 0.008 0.001 -0.000 0.002 0.002 -0.000 0.002 0.011 -0.001 0.008 -0.000 0.022 -0.001 1.000 0.016 0.015 -0.002 -0.001 0.005 0.001 -0.002 -0.023 0.001 -0.003 | -| p4040_p | 0.292 0.023 0.000 -0.065 0.078 -0.004 -0.261 -0.141 0.014 0.186 -0.004 0.261 -0.033 0.016 1.000 0.119 0.223 0.029 0.087 -0.001 -0.016 -0.020 0.046 0.027 | -| p4415_s | 0.104 0.024 0.000 0.020 -0.029 0.003 -0.255 -0.105 0.012 0.056 -0.004 0.324 -0.034 0.015 0.119 1.000 0.083 0.012 0.047 0.015 -0.098 -0.075 0.052 0.024 | -| p3770_p | 0.216 0.033 0.001 -0.035 0.441 -0.000 -0.164 0.213 0.012 0.305 0.000 0.085 -0.011 -0.002 0.223 0.083 1.000 0.006 -0.080 0.014 -0.005 0.015 0.008 0.018 | -| Dbar_s | -0.002 0.001 0.000 0.006 0.012 -0.000 -0.012 0.017 -0.001 0.009 -0.000 -0.008 0.000 -0.001 0.029 0.012 0.006 1.000 0.026 0.001 -0.001 -0.012 -0.001 -0.003 | -| p3770_s | 0.237 0.047 0.001 -0.080 0.190 -0.000 0.127 -0.364 0.018 0.224 -0.003 0.150 -0.032 0.005 0.087 0.047 -0.080 0.026 1.000 0.004 -0.006 0.010 0.040 0.032 | -| p4160_s | 0.018 0.001 -0.000 -0.004 0.007 -0.002 -0.019 0.001 0.001 0.015 -0.000 0.018 -0.001 0.001 -0.001 0.015 0.014 0.001 0.004 1.000 -0.002 -0.004 0.002 0.001 | -| p4415_p | -0.007 -0.003 -0.000 -0.005 0.003 -0.000 0.023 0.012 -0.001 -0.001 0.000 -0.020 0.003 -0.002 -0.016 -0.098 -0.005 -0.001 -0.006 -0.002 1.000 0.001 -0.005 -0.003 | -| bplus_1 | 0.062 -0.945 -0.013 -0.041 0.083 -0.000 0.082 0.105 -0.131 0.079 -0.025 0.022 0.006 -0.023 -0.020 -0.075 0.015 -0.012 0.010 -0.004 0.001 1.000 0.057 -0.226 | -| rho_p | 0.016 -0.032 0.067 0.014 0.040 -0.001 0.001 0.003 -0.085 -0.058 -0.004 0.213 0.079 0.001 0.046 0.052 0.008 -0.001 0.040 0.002 -0.005 0.057 1.000 0.212 | -| rho_s | 0.023 0.267 0.025 0.006 0.045 -0.000 0.011 0.016 0.592 -0.008 0.108 0.026 0.056 -0.003 0.027 0.024 0.018 -0.003 0.032 0.001 -0.003 -0.226 0.212 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2630178319032357}), (, {'error': 0.019215523086722364}), (, {'error': 0.20339135786808749}), (, {'error': 0.12049216073356539}), (, {'error': 0.27254629719865564}), (, {'error': 0.009454349614275603}), (, {'error': 0.14996042408887145}), (, {'error': 0.03264741010760641}), (, {'error': 0.27553310377950035}), (, {'error': 0.03176978908491934}), (, {'error': 3.5925789811930264}), (, {'error': 0.053585163373504274}), (, {'error': 0.8972607230460046}), (, {'error': 0.011019559523700234}), (, {'error': 0.16183054192902624}), (, {'error': 0.19816691745825668}), (, {'error': 0.10292753180472003}), (, {'error': 0.014609034473014926}), (, {'error': 0.22655937037604623}), (, {'error': 0.017886476730138046}), (, {'error': 0.06150113310453964}), (, {'error': 0.034860201575517946}), (, {'error': 0.4197009928899922}), (, {'error': 0.3855190362347165})]) -Toy 3/25 -Time taken: 16 min, 50 s -Projected time left: 2 h, 3 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=394 (394 total) | -| EDM = 1.58E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297146.1285316682 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 2 | phi_p | -0.38 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -1.13 | 0.19 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -1.22 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -1.80 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.005 | 0.039 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.899 | 0.030 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.615 | 0.026 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.40 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 17.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| p4040_p | -5 | 8 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.40 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.22 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 22| rho_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.82 | 0.28 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.072 0.010 -0.017 -0.115 0.241 -0.021 0.123 0.005 0.357 -0.015 0.194 -0.007 0.043 -0.033 -0.028 0.264 -0.007 0.243 -0.049 0.102 -0.140 0.025 0.057 | -| bplus_0 | -0.072 1.000 -0.050 0.048 -0.080 -0.053 0.007 -0.042 -0.025 0.061 0.085 -0.249 0.076 0.003 0.008 -0.024 0.016 0.000 -0.027 -0.033 0.081 -0.945 -0.116 -0.310 | -| phi_p | 0.010 -0.050 1.000 0.013 0.014 0.009 -0.001 0.002 0.012 -0.031 -0.017 -0.040 0.523 0.001 -0.001 0.007 -0.003 0.001 0.006 0.020 -0.022 0.038 0.114 -0.020 | -| Ctt | -0.017 0.048 0.013 1.000 -0.367 -0.142 0.025 0.161 0.013 0.204 0.014 -0.730 -0.034 0.005 0.046 0.098 -0.209 0.006 -0.207 0.339 -0.328 0.089 0.107 -0.077 | -| Dbar_p | -0.115 -0.080 0.014 -0.367 1.000 -0.126 0.026 -0.104 0.008 0.167 -0.009 0.080 -0.018 0.008 0.028 -0.061 0.322 0.019 -0.057 -0.091 0.187 -0.064 0.055 0.030 | -| p4160_p | 0.241 -0.053 0.009 -0.142 -0.126 1.000 -0.029 -0.121 0.005 0.020 -0.003 -0.011 -0.015 0.056 -0.063 0.092 0.150 0.022 0.111 -0.096 -0.283 0.030 0.040 0.005 | -| p4040_s | -0.021 0.007 -0.001 0.025 0.026 -0.029 1.000 0.033 -0.001 0.008 0.000 0.001 0.002 -0.005 0.673 -0.010 -0.023 -0.002 -0.003 -0.061 0.032 -0.007 -0.006 0.000 | -| psi2s_p | 0.123 -0.042 0.002 0.161 -0.104 -0.121 0.033 1.000 0.001 -0.007 -0.007 0.019 -0.008 0.033 0.042 -0.026 0.063 0.024 -0.429 -0.045 0.079 0.014 0.014 0.018 | -| omega_p | 0.005 -0.025 0.012 0.013 0.008 0.005 -0.001 0.001 1.000 -0.018 0.630 -0.031 0.010 0.001 -0.001 0.005 -0.002 0.001 0.003 0.014 -0.015 0.020 0.034 0.164 | -| jpsi_p | 0.357 0.061 -0.031 0.204 0.167 0.020 0.008 -0.007 -0.018 1.000 -0.024 -0.089 0.002 0.058 0.008 -0.016 0.134 0.036 0.017 -0.007 0.056 -0.107 -0.074 0.049 | -| omega_s | -0.015 0.085 -0.017 0.014 -0.009 -0.003 0.000 -0.007 0.630 -0.024 1.000 -0.053 0.025 0.001 0.000 0.001 -0.006 0.000 -0.003 0.007 -0.003 -0.080 0.032 -0.231 | -| bplus_2 | 0.194 -0.249 -0.040 -0.730 0.080 -0.011 0.001 0.019 -0.031 -0.089 -0.053 1.000 0.050 -0.013 -0.003 -0.086 0.107 -0.004 0.111 -0.257 0.257 0.077 -0.245 0.215 | -| phi_s | -0.007 0.076 0.523 -0.034 -0.018 -0.015 0.002 -0.008 0.010 0.002 0.025 0.050 1.000 -0.000 0.002 -0.011 0.000 -0.000 -0.010 -0.030 0.034 -0.072 0.074 -0.048 | -| DDstar_s | 0.043 0.003 0.001 0.005 0.008 0.056 -0.005 0.033 0.001 0.058 0.001 -0.013 -0.000 1.000 -0.006 0.011 0.019 -0.001 0.025 0.010 -0.034 0.002 0.002 -0.003 | -| p4040_p | -0.033 0.008 -0.001 0.046 0.028 -0.063 0.673 0.042 -0.001 0.008 0.000 -0.003 0.002 -0.006 1.000 -0.015 -0.037 -0.003 -0.002 -0.085 0.047 -0.007 -0.005 -0.000 | -| p4415_s | -0.028 -0.024 0.007 0.098 -0.061 0.092 -0.010 -0.026 0.005 -0.016 0.001 -0.086 -0.011 0.011 -0.015 1.000 -0.024 0.003 0.001 0.016 -0.306 0.034 0.034 -0.008 | -| p3770_p | 0.264 0.016 -0.003 -0.209 0.322 0.150 -0.023 0.063 -0.002 0.134 -0.006 0.107 0.000 0.019 -0.037 -0.024 1.000 0.026 -0.122 -0.082 0.087 -0.118 -0.010 0.018 | -| Dbar_s | -0.007 0.000 0.001 0.006 0.019 0.022 -0.002 0.024 0.001 0.036 0.000 -0.004 -0.000 -0.001 -0.003 0.003 0.026 1.000 0.021 -0.000 -0.009 -0.001 0.002 -0.001 | -| p3770_s | 0.243 -0.027 0.006 -0.207 -0.057 0.111 -0.003 -0.429 0.003 0.017 -0.003 0.111 -0.010 0.025 -0.002 0.001 -0.122 0.021 1.000 0.017 0.002 -0.042 0.024 0.005 | -| p4160_s | -0.049 -0.033 0.020 0.339 -0.091 -0.096 -0.061 -0.045 0.014 -0.007 0.007 -0.257 -0.030 0.010 -0.085 0.016 -0.082 -0.000 0.017 1.000 -0.093 0.040 0.100 -0.036 | -| p4415_p | 0.102 0.081 -0.022 -0.328 0.187 -0.283 0.032 0.079 -0.015 0.056 -0.003 0.257 0.034 -0.034 0.047 -0.306 0.087 -0.009 0.002 -0.093 1.000 -0.103 -0.108 0.024 | -| bplus_1 | -0.140 -0.945 0.038 0.089 -0.064 0.030 -0.007 0.014 0.020 -0.107 -0.080 0.077 -0.072 0.002 -0.007 0.034 -0.118 -0.001 -0.042 0.040 -0.103 1.000 0.084 0.282 | -| rho_p | 0.025 -0.116 0.114 0.107 0.055 0.040 -0.006 0.014 0.034 -0.074 0.032 -0.245 0.074 0.002 -0.005 0.034 -0.010 0.002 0.024 0.100 -0.108 0.084 1.000 -0.012 | -| rho_s | 0.057 -0.310 -0.020 -0.077 0.030 0.005 0.000 0.018 0.164 0.049 -0.231 0.215 -0.048 -0.003 -0.000 -0.008 0.018 -0.001 0.005 -0.036 0.024 0.282 -0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33109172227948136}), (, {'error': 0.03600501288446012}), (, {'error': 0.19785878067206664}), (, {'error': 0.19457037562720536}), (, {'error': 0.30991411007275094}), (, {'error': 0.09084141583217509}), (, {'error': 0.03943486022496505}), (, {'error': 0.030186956558433842}), (, {'error': 0.25445069819027877}), (, {'error': 0.025748151303331746}), (, {'error': 1.0400438240036762}), (, {'error': 0.09237718749974766}), (, {'error': 0.9361497366518048}), (, {'error': 0.01842633026066995}), (, {'error': 7.708640131357605}), (, {'error': 0.023719645897467376}), (, {'error': 0.10416929093001137}), (, {'error': 0.01541956378995929}), (, {'error': 0.2263813970731685}), (, {'error': 0.14586070761409498}), (, {'error': 6.710706529442669}), (, {'error': 0.06565787877881046}), (, {'error': 0.49563049365658385}), (, {'error': 0.27856523298530944})]) -Toy 4/25 -Time taken: 19 min, 56 s -Projected time left: 1 h, 44 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1875 (1875 total) | -| EDM = 1.32E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297180.11111702095 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.420 | 0.008 | | | -2 | 2 | | -| 2 | phi_p | -6.15 | 0.32 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.17 | 0.18 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 6 | 6 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.13 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.94 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.795 | 0.028 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 1.67 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.32 | 0.05 | | | -2 | 2 | | -| 12| phi_s | 19.1 | 1.3 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.38 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.42 | 0.15 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.92 | 0.26 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.04 | 0.45 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.30 | 0.19 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.18 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.29 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.820 | 0.017 | | | -2 | 2 | | -| 22| rho_p | 5.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.58 | 0.27 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.678 0.052 -0.768 -0.933 0.130 -0.551 0.237 -0.003 0.643 -0.067 0.508 -0.004 -0.191 -0.087 0.061 0.824 0.929 -0.008 -0.491 -0.383 0.706 0.172 0.155 | -| bplus_0 | 0.678 1.000 0.053 -0.641 -0.783 0.182 -0.460 0.237 -0.004 0.602 -0.079 0.327 -0.007 -0.135 -0.018 0.071 0.734 0.788 0.069 -0.408 -0.305 0.524 0.194 0.202 | -| phi_p | 0.052 0.053 1.000 -0.046 -0.058 0.014 -0.032 0.014 -0.004 0.030 -0.069 0.058 0.834 -0.024 -0.001 0.001 0.051 0.057 0.005 -0.028 -0.018 0.052 0.054 0.042 | -| Ctt | -0.768 -0.641 -0.046 1.000 0.801 -0.321 0.583 -0.126 0.003 -0.666 0.059 -0.216 0.001 0.212 -0.098 0.098 -0.750 -0.815 -0.077 0.528 0.292 -0.673 -0.142 -0.145 | -| Dbar_p | -0.933 -0.783 -0.058 0.801 1.000 -0.252 0.614 -0.290 0.004 -0.733 0.077 -0.526 0.003 0.244 0.014 -0.014 -0.916 -0.981 -0.053 0.555 0.376 -0.819 -0.187 -0.185 | -| p4160_p | 0.130 0.182 0.014 -0.321 -0.252 1.000 -0.406 0.065 -0.001 0.272 -0.019 0.166 -0.003 -0.264 0.193 -0.004 0.285 0.229 0.047 -0.212 0.141 0.185 0.050 0.040 | -| p4040_s | -0.551 -0.460 -0.032 0.583 0.614 -0.406 1.000 -0.207 0.002 -0.438 0.047 -0.316 -0.001 0.051 -0.070 0.082 -0.571 -0.616 0.046 0.361 0.161 -0.486 -0.095 -0.121 | -| psi2s_p | 0.237 0.237 0.014 -0.126 -0.290 0.065 -0.207 1.000 -0.001 0.290 -0.024 0.119 -0.005 -0.244 -0.087 0.003 0.268 0.268 -0.219 -0.201 -0.118 0.247 0.056 0.055 | -| omega_p | -0.003 -0.004 -0.004 0.003 0.004 -0.001 0.002 -0.001 1.000 -0.003 -0.048 -0.003 -0.004 0.001 0.000 -0.000 -0.003 -0.004 -0.000 0.002 0.001 -0.003 0.009 -0.005 | -| jpsi_p | 0.643 0.602 0.030 -0.666 -0.733 0.272 -0.438 0.290 -0.003 1.000 -0.061 0.346 -0.024 -0.398 0.030 -0.023 0.676 0.712 0.119 -0.419 -0.230 0.623 0.153 0.131 | -| omega_s | -0.067 -0.079 -0.069 0.059 0.077 -0.019 0.047 -0.024 -0.048 -0.061 1.000 -0.037 -0.033 0.012 0.001 -0.005 -0.073 -0.078 -0.006 0.041 0.030 -0.062 0.017 -0.433 | -| bplus_2 | 0.508 0.327 0.058 -0.216 -0.526 0.166 -0.316 0.119 -0.003 0.346 -0.037 1.000 -0.019 -0.111 0.015 -0.063 0.496 0.538 0.018 -0.257 -0.118 0.349 0.259 0.022 | -| phi_s | -0.004 -0.007 0.834 0.001 0.003 -0.003 -0.001 -0.005 -0.004 -0.024 -0.033 -0.019 1.000 -0.009 -0.004 -0.002 -0.005 -0.004 -0.007 -0.002 -0.002 -0.003 0.050 -0.003 | -| DDstar_s | -0.191 -0.135 -0.024 0.212 0.244 -0.264 0.051 -0.244 0.001 -0.398 0.012 -0.111 -0.009 1.000 -0.113 -0.027 -0.251 -0.274 -0.139 0.069 -0.085 -0.142 -0.040 -0.025 | -| p4040_p | -0.087 -0.018 -0.001 -0.098 0.014 0.193 -0.070 -0.087 0.000 0.030 0.001 0.015 -0.004 -0.113 1.000 0.001 0.036 -0.038 -0.040 0.239 0.157 -0.024 0.004 -0.010 | -| p4415_s | 0.061 0.071 0.001 0.098 -0.014 -0.004 0.082 0.003 -0.000 -0.023 -0.005 -0.063 -0.002 -0.027 0.001 1.000 -0.007 0.018 0.001 0.183 -0.113 0.075 0.008 0.014 | -| p3770_p | 0.824 0.734 0.051 -0.750 -0.916 0.285 -0.571 0.268 -0.003 0.676 -0.073 0.496 -0.005 -0.251 0.036 -0.007 1.000 0.910 -0.038 -0.514 -0.320 0.765 0.169 0.176 | -| Dbar_s | 0.929 0.788 0.057 -0.815 -0.981 0.229 -0.616 0.268 -0.004 0.712 -0.078 0.538 -0.004 -0.274 -0.038 0.018 0.910 1.000 0.023 -0.555 -0.386 0.824 0.188 0.187 | -| p3770_s | -0.008 0.069 0.005 -0.077 -0.053 0.047 0.046 -0.219 -0.000 0.119 -0.006 0.018 -0.007 -0.139 -0.040 0.001 -0.038 0.023 1.000 -0.006 0.022 0.063 0.027 0.002 | -| p4160_s | -0.491 -0.408 -0.028 0.528 0.555 -0.212 0.361 -0.201 0.002 -0.419 0.041 -0.257 -0.002 0.069 0.239 0.183 -0.514 -0.555 -0.006 1.000 0.125 -0.433 -0.080 -0.110 | -| p4415_p | -0.383 -0.305 -0.018 0.292 0.376 0.141 0.161 -0.118 0.001 -0.230 0.030 -0.118 -0.002 -0.085 0.157 -0.113 -0.320 -0.386 0.022 0.125 1.000 -0.326 -0.049 -0.083 | -| bplus_1 | 0.706 0.524 0.052 -0.673 -0.819 0.185 -0.486 0.247 -0.003 0.623 -0.062 0.349 -0.003 -0.142 -0.024 0.075 0.765 0.824 0.063 -0.433 -0.326 1.000 0.185 0.143 | -| rho_p | 0.172 0.194 0.054 -0.142 -0.187 0.050 -0.095 0.056 0.009 0.153 0.017 0.259 0.050 -0.040 0.004 0.008 0.169 0.188 0.027 -0.080 -0.049 0.185 1.000 0.109 | -| rho_s | 0.155 0.202 0.042 -0.145 -0.185 0.040 -0.121 0.055 -0.005 0.131 -0.433 0.022 -0.003 -0.025 -0.010 0.014 0.176 0.187 0.002 -0.110 -0.083 0.143 0.109 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5765512377917976}), (, {'error': 0.0077160907086586406}), (, {'error': 0.31517513760629035}), (, {'error': 0.1838109827588016}), (, {'error': 6.382030432422706}), (, {'error': 0.08688399290069526}), (, {'error': 0.1677596228977019}), (, {'error': 0.02796516697537932}), (, {'error': 0.04618447404550796}), (, {'error': 0.032093241456593535}), (, {'error': 0.7960678967095829}), (, {'error': 0.047932401598124286}), (, {'error': 1.3012050614086519}), (, {'error': 0.44508687305346417}), (, {'error': 0.1629882505406346}), (, {'error': 0.15274079983919886}), (, {'error': 0.261845816759509}), (, {'error': 0.452755015361164}), (, {'error': 0.18957896662098195}), (, {'error': 0.15719761734241278}), (, {'error': 0.13984939279249287}), (, {'error': 0.016638514584158326}), (, {'error': 0.5720465383526596}), (, {'error': 0.2671922973011293})]) -Toy 5/25 -Time taken: 26 min, 7 s -Projected time left: 1 h, 44 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1328 (1328 total) | -| EDM = 0.000129 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297342.41845260316 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.8 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.482 | 0.010 | | | -2 | 2 | | -| 2 | phi_p | 0.91 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.19 | 0.28 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 0.4 | 1.2 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.32 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.90 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.15 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 1.662 | 0.026 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.24 | 0.07 | | | -2 | 2 | | -| 12| phi_s | 20.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.30 | 0.14 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.45 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.126 | 0.017 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.42 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.24 | 0.43 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.06 | 0.28 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.04 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.912 | 0.021 | | | -2 | 2 | | -| 22| rho_p | -0.18 | 0.27 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.24 | 0.30 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.524 -0.009 -0.810 0.881 -0.233 0.077 -0.323 -0.006 0.140 -0.048 0.528 -0.062 0.530 -0.528 -0.011 0.640 0.887 -0.556 -0.197 0.005 0.545 0.126 0.154 | -| bplus_0 | 0.524 1.000 -0.018 -0.622 0.647 -0.298 0.026 -0.314 -0.014 -0.006 -0.069 0.312 -0.067 0.300 -0.472 -0.013 0.541 0.696 -0.423 -0.184 0.007 0.265 0.119 0.219 | -| phi_p | -0.009 -0.018 1.000 0.010 -0.014 0.005 -0.007 0.006 -0.061 -0.009 -0.115 -0.054 0.402 -0.010 0.005 -0.000 -0.005 -0.012 0.005 -0.007 0.000 -0.022 -0.251 -0.009 | -| Ctt | -0.810 -0.622 0.010 1.000 -0.870 0.212 0.108 0.487 0.012 -0.075 0.057 -0.318 0.057 -0.515 0.538 0.011 -0.654 -0.885 0.556 0.335 -0.013 -0.659 -0.109 -0.172 | -| Dbar_p | 0.881 0.647 -0.014 -0.870 1.000 -0.420 0.044 -0.489 -0.014 -0.123 -0.063 0.587 -0.068 0.524 -0.683 -0.015 0.639 0.936 -0.696 -0.263 0.011 0.677 0.136 0.189 | -| p4160_p | -0.233 -0.298 0.005 0.212 -0.420 1.000 -0.371 0.196 0.009 0.246 0.030 -0.206 0.020 -0.280 0.343 0.014 -0.128 -0.335 0.307 0.006 -0.015 -0.323 -0.045 -0.087 | -| p4040_s | 0.077 0.026 -0.007 0.108 0.044 -0.371 1.000 0.011 0.004 -0.010 0.001 0.048 -0.015 0.057 -0.130 -0.007 -0.067 -0.000 0.063 -0.067 0.002 0.022 0.028 0.008 | -| psi2s_p | -0.323 -0.314 0.006 0.487 -0.489 0.196 0.011 1.000 0.008 0.199 0.030 -0.276 0.027 -0.251 0.259 0.007 -0.247 -0.431 0.160 0.091 -0.006 -0.332 -0.059 -0.092 | -| omega_p | -0.006 -0.014 -0.061 0.012 -0.014 0.009 0.004 0.008 1.000 0.002 0.578 0.021 -0.003 -0.003 0.013 0.000 -0.012 -0.013 0.012 0.010 -0.000 -0.002 0.065 0.023 | -| jpsi_p | 0.140 -0.006 -0.009 -0.075 -0.123 0.246 -0.010 0.199 0.002 1.000 -0.001 -0.113 -0.033 -0.016 0.143 0.005 0.082 0.013 0.190 -0.010 -0.004 -0.017 0.021 -0.012 | -| omega_s | -0.048 -0.069 -0.115 0.057 -0.063 0.030 0.001 0.030 0.578 -0.001 1.000 -0.015 -0.008 -0.028 0.048 0.001 -0.053 -0.066 0.044 0.023 -0.001 -0.038 0.252 -0.258 | -| bplus_2 | 0.528 0.312 -0.054 -0.318 0.587 -0.206 0.048 -0.276 0.021 -0.113 -0.015 1.000 -0.131 0.359 -0.375 -0.004 0.436 0.582 -0.397 -0.077 0.006 0.319 0.265 0.138 | -| phi_s | -0.062 -0.067 0.402 0.057 -0.068 0.020 -0.015 0.027 -0.003 -0.033 -0.008 -0.131 1.000 -0.043 0.034 0.000 -0.051 -0.071 0.031 -0.004 -0.000 -0.064 -0.118 -0.071 | -| DDstar_s | 0.530 0.300 -0.010 -0.515 0.524 -0.280 0.057 -0.251 -0.003 -0.016 -0.028 0.359 -0.043 1.000 -0.402 -0.010 0.372 0.580 -0.402 -0.135 0.005 0.307 0.084 0.090 | -| p4040_p | -0.528 -0.472 0.005 0.538 -0.683 0.343 -0.130 0.259 0.013 0.143 0.048 -0.375 0.034 -0.402 1.000 0.012 -0.401 -0.649 0.467 0.416 -0.014 -0.506 -0.076 -0.138 | -| p4415_s | -0.011 -0.013 -0.000 0.011 -0.015 0.014 -0.007 0.007 0.000 0.005 0.001 -0.004 0.000 -0.010 0.012 1.000 -0.009 -0.015 0.011 -0.005 -0.011 -0.015 -0.001 -0.004 | -| p3770_p | 0.640 0.541 -0.005 -0.654 0.639 -0.128 -0.067 -0.247 -0.012 0.082 -0.053 0.436 -0.051 0.372 -0.401 -0.009 1.000 0.765 -0.531 -0.236 0.008 0.563 0.102 0.152 | -| Dbar_s | 0.887 0.696 -0.012 -0.885 0.936 -0.335 -0.000 -0.431 -0.013 0.013 -0.066 0.582 -0.071 0.580 -0.649 -0.015 0.765 1.000 -0.634 -0.299 0.012 0.732 0.145 0.201 | -| p3770_s | -0.556 -0.423 0.005 0.556 -0.696 0.307 0.063 0.160 0.012 0.190 0.044 -0.397 0.031 -0.402 0.467 0.011 -0.531 -0.634 1.000 0.209 -0.010 -0.456 -0.072 -0.129 | -| p4160_s | -0.197 -0.184 -0.007 0.335 -0.263 0.006 -0.067 0.091 0.010 -0.010 0.023 -0.077 -0.004 -0.135 0.416 -0.005 -0.236 -0.299 0.209 1.000 -0.009 -0.207 0.001 -0.052 | -| p4415_p | 0.005 0.007 0.000 -0.013 0.011 -0.015 0.002 -0.006 -0.000 -0.004 -0.001 0.006 -0.000 0.005 -0.014 -0.011 0.008 0.012 -0.010 -0.009 1.000 0.008 0.000 0.002 | -| bplus_1 | 0.545 0.265 -0.022 -0.659 0.677 -0.323 0.022 -0.332 -0.002 -0.017 -0.038 0.319 -0.064 0.307 -0.506 -0.015 0.563 0.732 -0.456 -0.207 0.008 1.000 0.140 0.146 | -| rho_p | 0.126 0.119 -0.251 -0.109 0.136 -0.045 0.028 -0.059 0.065 0.021 0.252 0.265 -0.118 0.084 -0.076 -0.001 0.102 0.145 -0.072 0.001 0.000 0.140 1.000 0.277 | -| rho_s | 0.154 0.219 -0.009 -0.172 0.189 -0.087 0.008 -0.092 0.023 -0.012 -0.258 0.138 -0.071 0.090 -0.138 -0.004 0.152 0.201 -0.129 -0.052 0.002 0.146 0.277 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6738094705551099}), (, {'error': 0.010474022196926613}), (, {'error': 0.13977147054020467}), (, {'error': 0.27978908038419403}), (, {'error': 1.223512037627366}), (, {'error': 0.10494519557617665}), (, {'error': 0.15216367019411564}), (, {'error': 0.033902149273171034}), (, {'error': 0.24131859865343586}), (, {'error': 0.02647829060225515}), (, {'error': 0.9955922495285994}), (, {'error': 0.0703128332240317}), (, {'error': 0.8121434657950033}), (, {'error': 0.13697447907868565}), (, {'error': 0.24843820629323954}), (, {'error': 0.017128965771212007}), (, {'error': 0.1437292123006051}), (, {'error': 0.42529522442432743}), (, {'error': 0.2755629974237599}), (, {'error': 0.14939461277457988}), (, {'error': 0.17018791732402327}), (, {'error': 0.021080566449370175}), (, {'error': 0.271206813920974}), (, {'error': 0.2960398750521644})]) -Toy 6/25 -Time taken: 31 min, 13 s -Projected time left: 1 h, 38 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1258 (1258 total) | -| EDM = 0.000168 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297199.84205837426 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.06 | 0.50 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.410 | 0.028 | | | -2 | 2 | | -| 2 | phi_p | 0.72 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.06 | 0.18 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.16 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.80 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6.08 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 1.62 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.15 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 20.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.65 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.98 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.46 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.95 | 0.24 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.42 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | 4.23 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 22| rho_p | 5.9 | 1.0 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.010 -0.017 0.172 0.202 -0.622 0.007 -0.312 -0.001 -0.629 0.001 -0.119 -0.017 0.063 -0.401 0.061 -0.275 -0.038 -0.341 -0.077 -0.397 -0.007 0.020 0.003 | -| bplus_0 | 0.010 1.000 -0.003 0.002 -0.014 0.006 -0.048 -0.010 -0.216 -0.106 -0.048 0.009 0.149 -0.002 -0.024 -0.023 0.079 -0.010 -0.005 -0.042 -0.035 -0.970 0.065 -0.460 | -| phi_p | -0.017 -0.003 1.000 -0.019 0.002 0.009 -0.008 0.002 0.039 -0.004 0.030 0.056 0.635 -0.001 0.000 -0.005 0.006 -0.001 -0.002 -0.012 -0.003 0.007 -0.197 0.044 | -| Ctt | 0.172 0.002 -0.019 1.000 -0.010 -0.387 0.332 0.201 0.033 -0.369 -0.001 -0.656 -0.070 -0.008 -0.275 0.228 -0.094 -0.158 -0.163 0.212 -0.156 0.051 0.108 0.021 | -| Dbar_p | 0.202 -0.014 0.002 -0.010 1.000 0.086 -0.081 0.096 0.007 0.142 0.001 0.064 -0.004 0.010 0.067 -0.022 0.229 0.056 0.125 -0.053 -0.006 -0.022 0.001 0.012 | -| p4160_p | -0.622 0.006 0.009 -0.387 0.086 1.000 -0.425 0.116 -0.009 0.479 -0.002 0.061 0.013 -0.022 0.383 -0.073 0.335 0.014 0.208 -0.071 0.476 0.031 -0.014 -0.020 | -| p4040_s | 0.007 -0.048 -0.008 0.332 -0.081 -0.425 1.000 0.026 0.025 -0.051 0.002 -0.023 -0.034 -0.036 -0.235 0.136 -0.114 -0.038 0.115 -0.023 -0.246 -0.017 0.033 0.040 | -| psi2s_p | -0.312 -0.010 0.002 0.201 0.096 0.116 0.026 1.000 0.008 0.238 0.001 0.006 -0.007 -0.032 -0.036 0.004 0.182 -0.023 -0.207 -0.030 0.053 -0.012 0.004 0.011 | -| omega_p | -0.001 -0.216 0.039 0.033 0.007 -0.009 0.025 0.008 1.000 0.020 -0.288 -0.050 -0.022 0.008 0.004 0.017 -0.018 0.013 0.005 0.027 0.010 0.205 -0.104 0.455 | -| jpsi_p | -0.629 -0.106 -0.004 -0.369 0.142 0.479 -0.051 0.238 0.020 1.000 0.007 0.255 -0.025 -0.048 0.290 -0.088 0.214 0.042 0.317 -0.015 0.265 0.048 -0.016 0.043 | -| omega_s | 0.001 -0.048 0.030 -0.001 0.001 -0.002 0.002 0.001 -0.288 0.007 1.000 0.008 -0.002 0.002 -0.000 0.002 -0.003 0.002 -0.001 0.001 -0.001 0.046 -0.050 0.094 | -| bplus_2 | -0.119 0.009 0.056 -0.656 0.064 0.061 -0.023 0.006 -0.050 0.255 0.008 1.000 0.147 0.057 0.036 0.071 -0.012 0.056 0.087 -0.079 -0.127 -0.162 -0.237 -0.010 | -| phi_s | -0.017 0.149 0.635 -0.070 -0.004 0.013 -0.034 -0.007 -0.022 -0.025 -0.002 0.147 1.000 -0.004 -0.009 -0.020 0.016 -0.010 -0.015 -0.045 -0.021 -0.143 -0.133 -0.092 | -| DDstar_s | 0.063 -0.002 -0.001 -0.008 0.010 -0.022 -0.036 -0.032 0.008 -0.048 0.002 0.057 -0.004 1.000 -0.021 -0.011 0.037 -0.018 -0.001 -0.027 -0.047 -0.060 -0.000 0.020 | -| p4040_p | -0.401 -0.024 0.000 -0.275 0.067 0.383 -0.235 -0.036 0.004 0.290 -0.000 0.036 -0.009 -0.021 1.000 0.019 0.267 -0.034 0.099 0.332 0.261 0.030 0.006 0.001 | -| p4415_s | 0.061 -0.023 -0.005 0.228 -0.022 -0.073 0.136 0.004 0.017 -0.088 0.002 0.071 -0.020 -0.011 0.019 1.000 -0.066 -0.003 0.001 0.296 -0.170 -0.067 0.015 0.032 | -| p3770_p | -0.275 0.079 0.006 -0.094 0.229 0.335 -0.114 0.182 -0.018 0.214 -0.003 -0.012 0.016 0.037 0.267 -0.066 1.000 0.136 -0.097 0.011 0.210 -0.068 -0.005 -0.042 | -| Dbar_s | -0.038 -0.010 -0.001 -0.158 0.056 0.014 -0.038 -0.023 0.013 0.042 0.002 0.056 -0.010 -0.018 -0.034 -0.003 0.136 1.000 -0.023 -0.039 -0.038 -0.065 0.006 0.026 | -| p3770_s | -0.341 -0.005 -0.002 -0.163 0.125 0.208 0.115 -0.207 0.005 0.317 -0.001 0.087 -0.015 -0.001 0.099 0.001 -0.097 -0.023 1.000 0.048 0.130 -0.032 0.015 -0.001 | -| p4160_s | -0.077 -0.042 -0.012 0.212 -0.053 -0.071 -0.023 -0.030 0.027 -0.015 0.001 -0.079 -0.045 -0.027 0.332 0.296 0.011 -0.039 0.048 1.000 -0.177 -0.012 0.051 0.034 | -| p4415_p | -0.397 -0.035 -0.003 -0.156 -0.006 0.476 -0.246 0.053 0.010 0.265 -0.001 -0.127 -0.021 -0.047 0.261 -0.170 0.210 -0.038 0.130 -0.177 1.000 0.085 0.027 0.005 | -| bplus_1 | -0.007 -0.970 0.007 0.051 -0.022 0.031 -0.017 -0.012 0.205 0.048 0.046 -0.162 -0.143 -0.060 0.030 -0.067 -0.068 -0.065 -0.032 -0.012 0.085 1.000 -0.065 0.432 | -| rho_p | 0.020 0.065 -0.197 0.108 0.001 -0.014 0.033 0.004 -0.104 -0.016 -0.050 -0.237 -0.133 -0.000 0.006 0.015 -0.005 0.006 0.015 0.051 0.027 -0.065 1.000 0.077 | -| rho_s | 0.003 -0.460 0.044 0.021 0.012 -0.020 0.040 0.011 0.455 0.043 0.094 -0.010 -0.092 0.020 0.001 0.032 -0.042 0.026 -0.001 0.034 0.005 0.432 0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.49602657532886374}), (, {'error': 0.028209955273759912}), (, {'error': 0.18775702195276}), (, {'error': 0.1797830438688437}), (, {'error': 0.5842124270915088}), (, {'error': 0.12214291509273689}), (, {'error': 0.17641728588092742}), (, {'error': 0.03377266239423715}), (, {'error': 0.20246950146949505}), (, {'error': 0.031807711297771935}), (, {'error': 1.06543834018008}), (, {'error': 0.07676108162954343}), (, {'error': 1.1272728219972237}), (, {'error': 0.05542479921167355}), (, {'error': 0.2469436364226345}), (, {'error': 0.18957562886678253}), (, {'error': 0.10635841411671354}), (, {'error': 0.3719790161489712}), (, {'error': 0.23892862305571638}), (, {'error': 0.1648686630770566}), (, {'error': 0.23246707568883362}), (, {'error': 0.05852364514910624}), (, {'error': 0.9791092258748995}), (, {'error': 0.3573619419163817})]) -Toy 7/25 -Time taken: 36 min, 10 s -Projected time left: 1 h, 33 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=330 (330 total) | -| EDM = 3.06E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297196.6796697942 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.36 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.410 | 0.004 | | | -2 | 2 | | -| 2 | phi_p | 6 | 9 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.42 | 0.08 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -4.65 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.35 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.65 | 0.12 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.901 | 0.022 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6.15 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.624 | 0.017 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.21 | 0.04 | | | -2 | 2 | | -| 12| phi_s | 16 | 6 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.299 | 0.018 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.16 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.28 | 0.14 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.79 | 0.07 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.34 | 0.16 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.41 | 0.12 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -1.87 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.756 | 0.007 | | | -2 | 2 | | -| 22| rho_p | 5.0 | 1.0 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.36 | 0.28 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.238 -0.040 0.054 -0.164 0.101 -0.087 -0.013 -0.016 0.095 -0.024 -0.046 -0.040 0.006 0.059 -0.102 0.102 -0.011 0.053 -0.067 0.015 -0.247 0.001 0.049 | -| bplus_0 | -0.238 1.000 0.224 0.011 -0.182 0.040 -0.089 -0.047 0.067 0.080 0.079 0.002 0.228 0.002 0.029 -0.113 -0.001 -0.005 -0.063 -0.100 0.009 -0.263 0.041 -0.124 | -| phi_p | -0.040 0.224 1.000 -0.003 -0.088 -0.040 -0.122 -0.073 0.356 0.110 0.223 0.535 0.996 0.002 -0.032 -0.058 -0.003 0.003 -0.132 -0.122 -0.079 0.120 0.569 -0.235 | -| Ctt | 0.054 0.011 -0.003 1.000 -0.162 -0.190 0.117 0.135 -0.004 0.152 -0.007 -0.280 -0.003 -0.001 -0.171 0.158 -0.072 0.003 -0.072 0.122 -0.059 0.016 0.002 0.016 | -| Dbar_p | -0.164 -0.182 -0.088 -0.162 1.000 -0.057 -0.071 -0.060 -0.033 0.080 -0.032 -0.162 -0.089 0.003 -0.077 -0.004 0.089 0.012 -0.082 -0.031 -0.050 -0.177 -0.032 0.049 | -| p4160_p | 0.101 0.040 -0.040 -0.190 -0.057 1.000 -0.257 -0.044 -0.014 -0.004 -0.008 -0.080 -0.040 0.007 0.051 0.084 0.072 0.024 -0.016 -0.041 0.124 0.050 -0.025 0.004 | -| p4040_s | -0.087 -0.089 -0.122 0.117 -0.071 -0.257 1.000 -0.071 -0.041 -0.047 -0.029 -0.085 -0.123 0.004 -0.016 0.057 0.002 0.005 0.069 0.000 -0.079 -0.071 -0.063 0.026 | -| psi2s_p | -0.013 -0.047 -0.073 0.135 -0.060 -0.044 -0.071 1.000 -0.026 -0.052 -0.020 -0.019 -0.073 0.007 -0.087 -0.013 0.018 0.029 -0.262 -0.048 -0.031 -0.038 -0.037 0.020 | -| omega_p | -0.016 0.067 0.356 -0.004 -0.033 -0.014 -0.041 -0.026 1.000 0.021 0.654 0.164 0.358 0.001 -0.011 -0.020 -0.004 0.002 -0.046 -0.041 -0.026 0.032 0.223 0.041 | -| jpsi_p | 0.095 0.080 0.110 0.152 0.080 -0.004 -0.047 -0.052 0.021 1.000 0.006 0.071 0.113 0.010 -0.014 -0.024 -0.004 0.041 -0.028 -0.036 -0.009 0.059 0.068 0.023 | -| omega_s | -0.024 0.079 0.223 -0.007 -0.032 -0.008 -0.029 -0.020 0.654 0.006 1.000 0.113 0.227 0.001 -0.006 -0.017 -0.004 0.001 -0.031 -0.030 -0.017 0.024 -0.088 -0.313 | -| bplus_2 | -0.046 0.002 0.535 -0.280 -0.162 -0.080 -0.085 -0.019 0.164 0.071 0.113 1.000 0.542 0.002 -0.056 0.003 -0.023 0.003 -0.103 -0.110 -0.138 -0.058 0.277 -0.072 | -| phi_s | -0.040 0.228 0.996 -0.003 -0.089 -0.040 -0.123 -0.073 0.358 0.113 0.227 0.542 1.000 0.002 -0.033 -0.059 -0.003 0.002 -0.133 -0.124 -0.079 0.122 0.568 -0.239 | -| DDstar_s | 0.006 0.002 0.002 -0.001 0.003 0.007 0.004 0.007 0.001 0.010 0.001 0.002 0.002 1.000 0.003 0.000 0.003 -0.001 0.006 0.002 0.004 0.001 0.001 -0.001 | -| p4040_p | 0.059 0.029 -0.032 -0.171 -0.077 0.051 -0.016 -0.087 -0.011 -0.014 -0.006 -0.056 -0.033 0.003 1.000 0.050 0.074 0.013 -0.064 0.246 0.071 0.038 -0.021 0.002 | -| p4415_s | -0.102 -0.113 -0.058 0.158 -0.004 0.084 0.057 -0.013 -0.020 -0.024 -0.017 0.003 -0.059 0.000 0.050 1.000 -0.022 -0.003 0.017 0.132 -0.039 -0.113 -0.026 0.021 | -| p3770_p | 0.102 -0.001 -0.003 -0.072 0.089 0.072 0.002 0.018 -0.004 -0.004 -0.004 -0.023 -0.003 0.003 0.074 -0.022 1.000 0.030 -0.142 0.002 0.039 -0.011 -0.003 0.007 | -| Dbar_s | -0.011 -0.005 0.003 0.003 0.012 0.024 0.005 0.029 0.002 0.041 0.001 0.003 0.002 -0.001 0.013 -0.003 0.030 1.000 0.030 -0.000 0.008 -0.005 0.001 -0.002 | -| p3770_s | 0.053 -0.063 -0.132 -0.072 -0.082 -0.016 0.069 -0.262 -0.046 -0.028 -0.031 -0.103 -0.133 0.006 -0.064 0.017 -0.142 0.030 1.000 0.036 0.015 -0.051 -0.074 0.026 | -| p4160_s | -0.067 -0.100 -0.122 0.122 -0.031 -0.041 0.000 -0.048 -0.041 -0.036 -0.030 -0.110 -0.124 0.002 0.246 0.132 0.002 -0.000 0.036 1.000 -0.121 -0.087 -0.063 0.028 | -| p4415_p | 0.015 0.009 -0.079 -0.059 -0.050 0.124 -0.079 -0.031 -0.026 -0.009 -0.017 -0.138 -0.079 0.004 0.071 -0.039 0.039 0.008 0.015 -0.121 1.000 0.028 -0.044 0.010 | -| bplus_1 | -0.247 -0.263 0.120 0.016 -0.177 0.050 -0.071 -0.038 0.032 0.059 0.024 -0.058 0.122 0.001 0.038 -0.113 -0.011 -0.005 -0.051 -0.087 0.028 1.000 0.047 -0.015 | -| rho_p | 0.001 0.041 0.569 0.002 -0.032 -0.025 -0.063 -0.037 0.223 0.068 -0.088 0.277 0.568 0.001 -0.021 -0.026 -0.003 0.001 -0.074 -0.063 -0.044 0.047 1.000 0.328 | -| rho_s | 0.049 -0.124 -0.235 0.016 0.049 0.004 0.026 0.020 0.041 0.023 -0.313 -0.072 -0.239 -0.001 0.002 0.021 0.007 -0.002 0.026 0.028 0.010 -0.015 0.328 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12884014037907177}), (, {'error': 0.003949011298633676}), (, {'error': 9.166434391056981}), (, {'error': 0.08458013134513798}), (, {'error': 0.14548574959427762}), (, {'error': 0.05990809922450602}), (, {'error': 0.11673319814009553}), (, {'error': 0.021704369091000153}), (, {'error': 0.2790259251793601}), (, {'error': 0.017165218437287244}), (, {'error': 1.0738505178274176}), (, {'error': 0.03982729933001661}), (, {'error': 5.939017393896788}), (, {'error': 0.018354153917211846}), (, {'error': 0.19118123028822165}), (, {'error': 0.13767131187438242}), (, {'error': 0.0691527232994904}), (, {'error': 0.01279920536637022}), (, {'error': 0.16278204630386206}), (, {'error': 0.11577930253072721}), (, {'error': 0.12319115027212613}), (, {'error': 0.007218071015366645}), (, {'error': 1.0282929000164032}), (, {'error': 0.27824649348097663})]) -Toy 8/25 -Time taken: 39 min, 15 s -Projected time left: 1 h, 23 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1324 (1324 total) | -| EDM = 2.23E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297204.6305520369 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.368 | 0.027 | | | -2 | 2 | | -| 2 | phi_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.88 | 0.21 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.29 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.68 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.881 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.643 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.37 | 0.07 | | | -2 | 2 | | -| 12| phi_s | 21.1 | 1.8 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.38 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.38 | 0.20 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.68 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.05 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.46 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.67 | 0.05 | | | -2 | 2 | | -| 22| rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.091 0.001 -0.074 -0.161 0.141 -0.168 -0.041 0.005 0.129 -0.012 0.264 0.002 0.051 0.040 0.035 0.267 0.001 0.135 -0.092 -0.107 -0.352 -0.006 0.036 | -| bplus_0 | 0.091 1.000 0.001 -0.033 0.009 -0.016 -0.062 -0.032 -0.072 0.158 0.200 -0.058 0.110 0.008 -0.059 0.051 0.107 0.003 -0.008 -0.064 -0.102 -0.926 0.083 -0.486 | -| phi_p | 0.001 0.001 1.000 0.006 -0.001 -0.007 -0.001 -0.008 -0.009 -0.031 -0.039 0.007 0.872 0.001 -0.007 0.001 -0.004 0.001 -0.007 -0.003 -0.006 0.003 -0.021 0.004 | -| Ctt | -0.074 -0.033 0.006 1.000 -0.336 -0.345 0.383 0.238 -0.000 0.241 -0.050 -0.691 -0.033 -0.010 -0.215 0.159 -0.277 -0.002 -0.105 0.268 0.063 0.153 0.006 0.052 | -| Dbar_p | -0.161 0.009 -0.001 -0.336 1.000 -0.040 -0.072 -0.072 0.003 0.171 -0.022 0.074 -0.013 0.004 -0.130 0.082 0.288 0.031 -0.088 -0.089 -0.114 -0.136 -0.003 0.041 | -| p4160_p | 0.141 -0.016 -0.007 -0.345 -0.040 1.000 -0.540 -0.157 0.001 -0.049 0.002 0.041 -0.005 0.053 0.168 -0.150 0.195 0.031 -0.030 -0.148 0.273 0.029 -0.001 -0.002 | -| p4040_s | -0.168 -0.062 -0.001 0.383 -0.072 -0.540 1.000 0.045 0.002 -0.004 -0.031 -0.136 -0.024 -0.004 -0.243 0.209 -0.187 -0.006 0.099 0.020 -0.156 0.063 -0.001 0.047 | -| psi2s_p | -0.041 -0.032 -0.008 0.238 -0.072 -0.157 0.045 1.000 0.004 -0.026 -0.012 -0.038 -0.014 0.032 -0.226 0.051 -0.064 0.032 -0.408 -0.056 -0.083 0.033 -0.003 0.022 | -| omega_p | 0.005 -0.072 -0.009 -0.000 0.003 0.001 0.002 0.004 1.000 0.007 -0.485 0.018 -0.030 -0.000 0.003 0.000 -0.002 -0.000 0.001 0.002 0.004 0.062 -0.013 0.134 | -| jpsi_p | 0.129 0.158 -0.031 0.241 0.171 -0.049 -0.004 -0.026 0.007 1.000 0.026 -0.170 -0.003 0.074 -0.105 0.011 0.048 0.059 -0.039 -0.025 -0.038 -0.148 -0.001 -0.055 | -| omega_s | -0.012 0.200 -0.039 -0.050 -0.022 0.002 -0.031 -0.012 -0.485 0.026 1.000 0.069 0.014 0.001 -0.011 0.000 0.013 -0.000 -0.012 -0.038 -0.035 -0.170 0.094 -0.446 | -| bplus_2 | 0.264 -0.058 0.007 -0.691 0.074 0.041 -0.136 -0.038 0.018 -0.170 0.069 1.000 0.072 0.006 0.016 0.137 0.125 0.001 0.076 -0.163 -0.204 -0.160 -0.032 -0.032 | -| phi_s | 0.002 0.110 0.872 -0.033 -0.013 -0.005 -0.024 -0.014 -0.030 -0.003 0.014 0.072 1.000 0.002 -0.015 0.003 0.006 0.001 -0.017 -0.031 -0.032 -0.094 -0.004 -0.080 | -| DDstar_s | 0.051 0.008 0.001 -0.010 0.004 0.053 -0.004 0.032 -0.000 0.074 0.001 0.006 0.002 1.000 0.029 -0.003 0.042 -0.002 0.032 0.004 0.033 -0.014 0.000 -0.001 | -| p4040_p | 0.040 -0.059 -0.007 -0.215 -0.130 0.168 -0.243 -0.226 0.003 -0.105 -0.011 0.016 -0.015 0.029 1.000 -0.020 0.124 0.019 -0.063 0.335 0.155 0.075 -0.002 0.021 | -| p4415_s | 0.035 0.051 0.001 0.159 0.082 -0.150 0.209 0.051 0.000 0.011 0.000 0.137 0.003 -0.003 -0.020 1.000 -0.051 -0.001 0.030 0.325 -0.187 -0.158 -0.000 0.001 | -| p3770_p | 0.267 0.107 -0.004 -0.277 0.288 0.195 -0.187 -0.064 -0.002 0.048 0.013 0.125 0.006 0.042 0.124 -0.051 1.000 0.050 -0.244 -0.080 -0.001 -0.205 0.003 -0.028 | -| Dbar_s | 0.001 0.003 0.001 -0.002 0.031 0.031 -0.006 0.032 -0.000 0.059 -0.000 0.001 0.001 -0.002 0.019 -0.001 0.050 1.000 0.028 -0.001 0.015 -0.006 0.000 -0.000 | -| p3770_s | 0.135 -0.008 -0.007 -0.105 -0.088 -0.030 0.099 -0.408 0.001 -0.039 -0.012 0.076 -0.017 0.032 -0.063 0.030 -0.244 0.028 1.000 0.007 -0.020 -0.047 0.001 0.016 | -| p4160_s | -0.092 -0.064 -0.003 0.268 -0.089 -0.148 0.020 -0.056 0.002 -0.025 -0.038 -0.163 -0.031 0.004 0.335 0.325 -0.080 -0.001 0.007 1.000 -0.055 0.058 0.001 0.054 | -| p4415_p | -0.107 -0.102 -0.006 0.063 -0.114 0.273 -0.156 -0.083 0.004 -0.038 -0.035 -0.204 -0.032 0.033 0.155 -0.187 -0.001 0.015 -0.020 -0.055 1.000 0.160 -0.001 0.053 | -| bplus_1 | -0.352 -0.926 0.003 0.153 -0.136 0.029 0.063 0.033 0.062 -0.148 -0.170 -0.160 -0.094 -0.014 0.075 -0.158 -0.205 -0.006 -0.047 0.058 0.160 1.000 -0.072 0.408 | -| rho_p | -0.006 0.083 -0.021 0.006 -0.003 -0.001 -0.001 -0.003 -0.013 -0.001 0.094 -0.032 -0.004 0.000 -0.002 -0.000 0.003 0.000 0.001 0.001 -0.001 -0.072 1.000 -0.081 | -| rho_s | 0.036 -0.486 0.004 0.052 0.041 -0.002 0.047 0.022 0.134 -0.055 -0.446 -0.032 -0.080 -0.001 0.021 0.001 -0.028 -0.000 0.016 0.054 0.053 0.408 -0.081 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3563649499189312}), (, {'error': 0.027338901385460357}), (, {'error': 0.3783906907196961}), (, {'error': 0.21359731554958034}), (, {'error': 0.3250479763334644}), (, {'error': 0.10689606610422508}), (, {'error': 0.1817782414242094}), (, {'error': 0.031194153631071586}), (, {'error': 0.5120083759373681}), (, {'error': 0.024382196230600783}), (, {'error': 1.1302509674755052}), (, {'error': 0.07245283739760189}), (, {'error': 1.784732606075817}), (, {'error': 0.03041299763887767}), (, {'error': 0.27048011648064807}), (, {'error': 0.20093342271139425}), (, {'error': 0.09857240912059928}), (, {'error': 0.023890437277585608}), (, {'error': 0.23343182805312868}), (, {'error': 0.1761926193954979}), (, {'error': 0.15583744445290604}), (, {'error': 0.05470575451099169}), (, {'error': 0.14387334271681596}), (, {'error': 0.432149753165572})]) -Toy 9/25 -Time taken: 44 min, 29 s -Projected time left: 1 h, 18 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=232 (232 total) | -| EDM = 6.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297206.297722158 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.372 | 0.011 | | | -2 | 2 | | -| 2 | phi_p | -0.31 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.22 | 0.25 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 5 | 9 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.04 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.86 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -5.84 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9.41 | 0.20 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.25 | 0.06 | | | -2 | 2 | | -| 12| phi_s | 18.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.298 | 0.019 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.97 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.08 | 0.17 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.61 | 0.23 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.09 | 0.47 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.82 | 0.22 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.20 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -1.98 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.686 | 0.023 | | | -2 | 2 | | -| 22| rho_p | 2.5 | 10.5 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.04 | 0.06 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.288 0.063 -0.722 0.880 0.247 -0.275 0.357 0.048 0.757 -0.001 -0.134 -0.063 0.014 -0.029 0.090 0.726 -0.873 0.144 -0.216 -0.148 -0.289 -0.173 0.017 | -| bplus_0 | -0.288 1.000 -0.064 0.404 -0.461 -0.146 0.168 -0.196 -0.014 -0.437 0.000 -0.124 0.070 -0.008 -0.009 -0.071 -0.420 0.456 -0.149 0.108 0.130 -0.201 0.110 0.047 | -| phi_p | 0.063 -0.064 1.000 -0.058 0.079 0.028 -0.024 0.034 0.009 0.069 0.001 -0.050 0.486 0.001 0.003 0.009 0.070 -0.079 0.025 -0.013 -0.009 -0.040 -0.081 0.012 | -| Ctt | -0.722 0.404 -0.058 1.000 -0.830 -0.418 0.468 -0.186 -0.028 -0.779 0.000 -0.266 0.053 -0.012 -0.124 0.065 -0.751 0.808 -0.225 0.365 0.165 0.464 0.121 0.010 | -| Dbar_p | 0.880 -0.461 0.079 -0.830 1.000 0.320 -0.400 0.379 0.051 0.837 -0.001 -0.083 -0.084 0.016 -0.011 0.054 0.878 -0.971 0.202 -0.294 -0.220 -0.526 -0.204 0.001 | -| p4160_p | 0.247 -0.146 0.028 -0.418 0.320 1.000 -0.529 0.072 0.020 0.343 -0.000 -0.062 -0.032 -0.013 0.179 0.024 0.390 -0.371 0.108 -0.234 0.165 -0.158 -0.079 0.005 | -| p4040_s | -0.275 0.168 -0.024 0.468 -0.400 -0.529 1.000 -0.182 -0.010 -0.364 0.000 -0.037 0.022 -0.009 -0.156 0.092 -0.399 0.402 -0.025 0.174 -0.062 0.219 0.042 0.010 | -| psi2s_p | 0.357 -0.196 0.034 -0.186 0.379 0.072 -0.182 1.000 0.023 0.383 -0.000 -0.050 -0.040 -0.004 -0.122 0.034 0.385 -0.422 -0.207 -0.154 -0.132 -0.223 -0.091 0.002 | -| omega_p | 0.048 -0.014 0.009 -0.028 0.051 0.020 -0.010 0.023 1.000 0.046 -0.017 -0.071 -0.018 0.001 0.005 0.006 0.044 -0.050 0.020 -0.001 0.004 -0.030 0.044 -0.154 | -| jpsi_p | 0.757 -0.437 0.069 -0.779 0.837 0.343 -0.364 0.383 0.046 1.000 -0.001 0.018 -0.083 0.001 0.035 0.016 0.766 -0.873 0.249 -0.286 -0.174 -0.459 -0.186 0.003 | -| omega_s | -0.001 0.000 0.001 0.000 -0.001 -0.000 0.000 -0.000 -0.017 -0.001 1.000 0.001 0.000 -0.000 -0.000 -0.000 -0.001 0.001 -0.000 0.000 -0.000 0.000 0.002 -0.000 | -| bplus_2 | -0.134 -0.124 -0.050 -0.266 -0.083 -0.062 -0.037 -0.050 -0.071 0.018 0.001 1.000 0.069 -0.005 -0.019 0.033 -0.057 0.059 0.001 -0.089 -0.186 -0.135 0.284 -0.084 | -| phi_s | -0.063 0.070 0.486 0.053 -0.084 -0.032 0.022 -0.040 -0.018 -0.083 0.000 0.069 1.000 -0.002 -0.007 -0.012 -0.076 0.082 -0.033 0.007 0.005 0.034 -0.049 0.022 | -| DDstar_s | 0.014 -0.008 0.001 -0.012 0.016 -0.013 -0.009 -0.004 0.001 0.001 -0.000 -0.005 -0.002 1.000 -0.012 0.002 0.012 -0.019 -0.005 -0.007 -0.015 -0.009 -0.004 0.000 | -| p4040_p | -0.029 -0.009 0.003 -0.124 -0.011 0.179 -0.156 -0.122 0.005 0.035 -0.000 -0.019 -0.007 -0.012 1.000 0.019 0.094 -0.035 -0.009 0.250 0.123 0.002 -0.018 0.005 | -| p4415_s | 0.090 -0.071 0.009 0.065 0.054 0.024 0.092 0.034 0.006 0.016 -0.000 0.033 -0.012 0.002 0.019 1.000 0.015 -0.045 0.014 0.207 -0.043 -0.085 -0.026 -0.000 | -| p3770_p | 0.726 -0.420 0.070 -0.751 0.878 0.390 -0.399 0.385 0.044 0.766 -0.001 -0.057 -0.076 0.012 0.094 0.015 1.000 -0.889 0.140 -0.279 -0.155 -0.505 -0.174 -0.003 | -| Dbar_s | -0.873 0.456 -0.079 0.808 -0.971 -0.371 0.402 -0.422 -0.050 -0.873 0.001 0.059 0.082 -0.019 -0.035 -0.045 -0.889 1.000 -0.255 0.298 0.196 0.516 0.200 -0.002 | -| p3770_s | 0.144 -0.149 0.025 -0.225 0.202 0.108 -0.025 -0.207 0.020 0.249 -0.000 0.001 -0.033 -0.005 -0.009 0.014 0.140 -0.255 1.000 -0.048 -0.034 -0.181 -0.076 0.005 | -| p4160_s | -0.216 0.108 -0.013 0.365 -0.294 -0.234 0.174 -0.154 -0.001 -0.286 0.000 -0.089 0.007 -0.007 0.250 0.207 -0.279 0.298 -0.048 1.000 -0.096 0.137 0.006 0.012 | -| p4415_p | -0.148 0.130 -0.009 0.165 -0.220 0.165 -0.062 -0.132 0.004 -0.174 -0.000 -0.186 0.005 -0.015 0.123 -0.043 -0.155 0.196 -0.034 -0.096 1.000 0.195 -0.008 0.018 | -| bplus_1 | -0.289 -0.201 -0.040 0.464 -0.526 -0.158 0.219 -0.223 -0.030 -0.459 0.000 -0.135 0.034 -0.009 0.002 -0.085 -0.505 0.516 -0.181 0.137 0.195 1.000 0.140 -0.024 | -| rho_p | -0.173 0.110 -0.081 0.121 -0.204 -0.079 0.042 -0.091 0.044 -0.186 0.002 0.284 -0.049 -0.004 -0.018 -0.026 -0.174 0.200 -0.076 0.006 -0.008 0.140 1.000 -0.247 | -| rho_s | 0.017 0.047 0.012 0.010 0.001 0.005 0.010 0.002 -0.154 0.003 -0.000 -0.084 0.022 0.000 0.005 -0.000 -0.003 -0.002 0.005 0.012 0.018 -0.024 -0.247 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6920864192411025}), (, {'error': 0.011006584390195084}), (, {'error': 0.16910625032594906}), (, {'error': 0.25023046003097005}), (, {'error': 9.320339179990938}), (, {'error': 0.10122340087038184}), (, {'error': 0.16821449390645238}), (, {'error': 0.032532117120535275}), (, {'error': 0.20768348760875766}), (, {'error': 0.04418661319957362}), (, {'error': 0.19850866614777285}), (, {'error': 0.05999572719936652}), (, {'error': 0.8750859612512034}), (, {'error': 0.01938522946173038}), (, {'error': 0.19180639033783464}), (, {'error': 0.17154358214455384}), (, {'error': 0.22879347830984376}), (, {'error': 0.4665191454330973}), (, {'error': 0.21750683607803944}), (, {'error': 0.16402169973165814}), (, {'error': 0.19804709947506982}), (, {'error': 0.0229628234910777}), (, {'error': 10.499704562616378}), (, {'error': 0.0550750520657201})]) -Toy 10/25 -Time taken: 47 min, 26 s -Projected time left: 1 h, 11 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1392 (1392 total) | -| EDM = 5.16E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297444.6231063623 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.19 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.423 | 0.017 | | | -2 | 2 | | -| 2 | phi_p | 0.27 | 0.32 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.54 | 0.22 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 2.16 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.02 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.671 | 0.028 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.26 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 18.0 | 1.4 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.20 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.05 | 0.20 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.63 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.14 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.78 | 0.03 | | | -2 | 2 | | -| 22| rho_p | -0.60 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.57 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.000 0.006 -0.110 -0.062 0.285 -0.105 0.076 0.006 0.288 -0.021 -0.211 0.009 0.021 0.182 -0.032 0.278 -0.001 0.199 -0.056 0.035 0.332 0.003 0.060 | -| bplus_0 | -0.000 1.000 0.007 -0.016 0.021 0.017 0.021 -0.007 0.035 -0.067 -0.112 -0.026 -0.017 0.001 0.020 0.012 0.028 0.001 0.047 0.036 0.022 -0.844 0.057 0.281 | -| phi_p | 0.006 0.007 1.000 -0.014 0.001 -0.003 -0.009 -0.006 -0.018 -0.018 -0.056 -0.035 0.826 0.001 -0.004 -0.001 0.001 0.001 -0.007 -0.011 -0.010 -0.005 -0.023 0.055 | -| Ctt | -0.110 -0.016 -0.014 1.000 -0.284 -0.421 0.341 0.143 -0.001 0.162 0.007 0.708 -0.037 0.002 -0.351 0.205 -0.259 0.011 -0.214 0.271 -0.023 -0.161 0.118 -0.017 | -| Dbar_p | -0.062 0.021 0.001 -0.284 1.000 0.098 -0.116 0.050 0.004 0.298 -0.013 -0.085 -0.005 0.003 0.025 0.021 0.382 0.016 0.048 -0.081 -0.056 0.206 0.032 0.040 | -| p4160_p | 0.285 0.017 -0.003 -0.421 0.098 1.000 -0.548 -0.105 0.002 0.055 -0.005 -0.092 -0.002 0.030 0.305 -0.111 0.277 0.024 0.042 -0.191 0.291 0.026 -0.009 0.010 | -| p4040_s | -0.105 0.021 -0.009 0.341 -0.116 -0.548 1.000 -0.064 -0.000 -0.059 0.002 0.123 -0.023 0.010 -0.241 0.211 -0.155 0.003 0.070 0.120 -0.209 0.021 0.066 0.002 | -| psi2s_p | 0.076 -0.007 -0.006 0.143 0.050 -0.105 -0.064 1.000 0.003 0.019 -0.007 -0.033 -0.006 0.024 -0.197 0.024 0.059 0.026 -0.407 -0.092 -0.105 0.082 0.003 0.015 | -| omega_p | 0.006 0.035 -0.018 -0.001 0.004 0.002 -0.000 0.003 1.000 0.014 -0.408 -0.011 -0.030 -0.000 0.001 0.002 0.005 -0.000 0.002 0.000 -0.001 -0.028 0.052 0.096 | -| jpsi_p | 0.288 -0.067 -0.018 0.162 0.298 0.055 -0.059 0.019 0.014 1.000 -0.033 0.071 -0.001 0.042 -0.025 -0.023 0.149 0.037 0.017 -0.050 -0.004 0.125 -0.081 0.044 | -| omega_s | -0.021 -0.112 -0.056 0.007 -0.013 -0.005 0.002 -0.007 -0.408 -0.033 1.000 0.036 -0.011 0.001 -0.003 -0.007 -0.015 0.000 -0.007 0.001 0.005 0.087 0.142 -0.474 | -| bplus_2 | -0.211 -0.026 -0.035 0.708 -0.085 -0.092 0.123 -0.033 -0.011 0.071 0.036 1.000 -0.089 0.012 -0.088 -0.081 -0.114 0.006 -0.117 0.153 0.186 -0.263 0.274 -0.061 | -| phi_s | 0.009 -0.017 0.826 -0.037 -0.005 -0.002 -0.023 -0.006 -0.030 -0.001 -0.011 -0.089 1.000 0.000 -0.006 -0.004 0.002 0.000 -0.014 -0.028 -0.023 0.014 -0.004 0.013 | -| DDstar_s | 0.021 0.001 0.001 0.002 0.003 0.030 0.010 0.024 -0.000 0.042 0.001 0.012 0.000 1.000 0.021 0.000 0.012 -0.001 0.017 0.010 0.025 -0.014 0.000 -0.002 | -| p4040_p | 0.182 0.020 -0.004 -0.351 0.025 0.305 -0.241 -0.197 0.001 -0.025 -0.003 -0.088 -0.006 0.021 1.000 -0.032 0.225 0.020 -0.022 0.260 0.160 0.022 0.001 0.005 | -| p4415_s | -0.032 0.012 -0.001 0.205 0.021 -0.111 0.211 0.024 0.002 -0.023 -0.007 -0.081 -0.004 0.000 -0.032 1.000 -0.077 -0.001 0.010 0.338 -0.158 0.135 0.017 0.021 | -| p3770_p | 0.278 0.028 0.001 -0.259 0.382 0.277 -0.155 0.059 0.005 0.149 -0.015 -0.114 0.002 0.012 0.225 -0.077 1.000 0.023 -0.157 -0.073 0.074 0.128 -0.010 0.034 | -| Dbar_s | -0.001 0.001 0.001 0.011 0.016 0.024 0.003 0.026 -0.000 0.037 0.000 0.006 0.000 -0.001 0.020 -0.001 0.023 1.000 0.024 0.004 0.015 -0.007 0.001 -0.001 | -| p3770_s | 0.199 0.047 -0.007 -0.214 0.048 0.042 0.070 -0.407 0.002 0.017 -0.007 -0.117 -0.014 0.017 -0.022 0.010 -0.157 0.024 1.000 -0.001 -0.007 0.093 0.027 0.019 | -| p4160_s | -0.056 0.036 -0.011 0.271 -0.081 -0.191 0.120 -0.092 0.000 -0.050 0.001 0.153 -0.028 0.010 0.260 0.338 -0.073 0.004 -0.001 1.000 -0.168 0.019 0.081 0.006 | -| p4415_p | 0.035 0.022 -0.010 -0.023 -0.056 0.291 -0.209 -0.105 -0.001 -0.004 0.005 0.186 -0.023 0.025 0.160 -0.158 0.074 0.015 -0.007 -0.168 1.000 -0.074 0.059 -0.008 | -| bplus_1 | 0.332 -0.844 -0.005 -0.161 0.206 0.026 0.021 0.082 -0.028 0.125 0.087 -0.263 0.014 -0.014 0.022 0.135 0.128 -0.007 0.093 0.019 -0.074 1.000 -0.019 -0.197 | -| rho_p | 0.003 0.057 -0.023 0.118 0.032 -0.009 0.066 0.003 0.052 -0.081 0.142 0.274 -0.004 0.000 0.001 0.017 -0.010 0.001 0.027 0.081 0.059 -0.019 1.000 0.190 | -| rho_s | 0.060 0.281 0.055 -0.017 0.040 0.010 0.002 0.015 0.096 0.044 -0.474 -0.061 0.013 -0.002 0.005 0.021 0.034 -0.001 0.019 0.006 -0.008 -0.197 0.190 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30058117089806213}), (, {'error': 0.01720783370493484}), (, {'error': 0.31696134308211255}), (, {'error': 0.21781352307539514}), (, {'error': 0.29554525028305}), (, {'error': 0.1041179232835705}), (, {'error': 0.1696389187605234}), (, {'error': 0.031646950327411716}), (, {'error': 0.47452265488760137}), (, {'error': 0.028061874875853654}), (, {'error': 1.0536406068621837}), (, {'error': 0.0792669249608623}), (, {'error': 1.3960878162209749}), (, {'error': 0.017012252579072323}), (, {'error': 0.1913259010515449}), (, {'error': 0.1956783926927656}), (, {'error': 0.10655180887129401}), (, {'error': 0.015410964859116583}), (, {'error': 0.23042924730230618}), (, {'error': 0.16954755823365497}), (, {'error': 0.19812374342258443}), (, {'error': 0.034576018451136115}), (, {'error': 0.24802482860137287}), (, {'error': 0.30835828988803304})]) -Toy 11/25 -Time taken: 52 min, 57 s -Projected time left: 1 h, 7 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1353 (1353 total) | -| EDM = 3.94E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297494.7796507477 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.388 | 0.028 | | | -2 | 2 | | -| 2 | phi_p | 0.91 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.58 | 0.21 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.18 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.07 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.86 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.607 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 20.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.84 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.44 | 0.20 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.35 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 22| rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.000 0.003 0.023 -0.270 -0.086 -0.164 -0.167 -0.011 -0.200 -0.030 0.278 -0.011 0.082 -0.075 0.018 0.129 0.006 0.039 -0.105 -0.245 -0.291 0.020 0.077 | -| bplus_0 | -0.000 1.000 -0.031 0.023 -0.013 -0.016 -0.034 -0.021 0.037 0.107 0.159 -0.066 0.150 0.005 -0.039 0.012 0.074 0.002 -0.008 -0.030 -0.053 -0.912 -0.094 -0.432 | -| phi_p | 0.003 -0.031 1.000 -0.033 -0.006 -0.002 -0.016 -0.001 -0.095 0.027 -0.144 0.096 0.434 0.002 -0.007 -0.001 0.003 0.001 -0.010 -0.023 -0.019 0.033 -0.238 0.181 | -| Ctt | 0.023 0.023 -0.033 1.000 -0.360 -0.288 0.350 0.244 0.010 0.262 0.009 -0.654 -0.066 -0.012 -0.184 0.170 -0.199 -0.016 -0.086 0.288 0.034 0.088 0.111 -0.056 | -| Dbar_p | -0.270 -0.013 -0.006 -0.360 1.000 -0.072 -0.038 -0.091 -0.001 0.138 -0.011 0.032 -0.026 -0.014 -0.142 0.072 0.261 0.045 -0.137 -0.049 -0.098 -0.098 0.041 0.022 | -| p4160_p | -0.086 -0.016 -0.002 -0.288 -0.072 1.000 -0.506 -0.123 -0.001 -0.053 0.003 -0.047 -0.000 0.066 0.197 -0.098 0.122 0.042 -0.027 -0.175 0.316 0.105 -0.009 -0.018 | -| p4040_s | -0.164 -0.034 -0.016 0.350 -0.038 -0.506 1.000 0.060 0.005 0.052 -0.000 -0.127 -0.038 -0.019 -0.194 0.196 -0.156 -0.012 0.123 0.114 -0.150 0.037 0.056 -0.009 | -| psi2s_p | -0.167 -0.021 -0.001 0.244 -0.091 -0.123 0.060 1.000 -0.003 0.015 -0.003 -0.072 -0.005 0.021 -0.182 0.032 -0.026 0.033 -0.409 -0.015 -0.031 0.075 0.001 -0.002 | -| omega_p | -0.011 0.037 -0.095 0.010 -0.001 -0.001 0.005 -0.003 1.000 -0.027 0.860 -0.033 -0.000 -0.001 -0.000 -0.001 -0.004 0.001 0.000 0.006 0.005 -0.032 0.052 0.113 | -| jpsi_p | -0.200 0.107 0.027 0.262 0.138 -0.053 0.052 0.015 -0.027 1.000 -0.019 -0.216 0.049 0.072 -0.086 -0.011 -0.036 0.076 -0.068 0.015 0.030 0.007 -0.094 -0.002 | -| omega_s | -0.030 0.159 -0.144 0.009 -0.011 0.003 -0.000 -0.003 0.860 -0.019 1.000 -0.043 0.012 -0.003 0.000 -0.006 -0.001 -0.000 0.000 0.000 0.005 -0.134 0.022 -0.187 | -| bplus_2 | 0.278 -0.066 0.096 -0.654 0.032 -0.047 -0.127 -0.072 -0.033 -0.216 -0.043 1.000 0.149 0.033 -0.026 0.120 0.057 0.007 0.039 -0.152 -0.250 -0.163 -0.262 0.169 | -| phi_s | -0.011 0.150 0.434 -0.066 -0.026 -0.000 -0.038 -0.005 -0.000 0.049 0.012 0.149 1.000 0.000 -0.013 -0.007 0.011 -0.001 -0.020 -0.050 -0.038 -0.126 -0.172 -0.024 | -| DDstar_s | 0.082 0.005 0.002 -0.012 -0.014 0.066 -0.019 0.021 -0.001 0.072 -0.003 0.033 0.000 1.000 0.040 -0.003 0.062 -0.003 0.046 -0.006 0.022 -0.042 0.002 0.008 | -| p4040_p | -0.075 -0.039 -0.007 -0.184 -0.142 0.197 -0.194 -0.182 -0.000 -0.086 0.000 -0.026 -0.013 0.040 1.000 -0.008 0.094 0.029 -0.038 0.303 0.174 0.098 0.008 -0.009 | -| p4415_s | 0.018 0.012 -0.001 0.170 0.072 -0.098 0.196 0.032 -0.001 -0.011 -0.006 0.120 -0.007 -0.003 -0.008 1.000 -0.055 0.001 0.016 0.330 -0.183 -0.123 0.011 0.015 | -| p3770_p | 0.129 0.074 0.003 -0.199 0.261 0.122 -0.156 -0.026 -0.004 -0.036 -0.001 0.057 0.011 0.062 0.094 -0.055 1.000 0.073 -0.307 -0.075 0.002 -0.139 -0.013 -0.009 | -| Dbar_s | 0.006 0.002 0.001 -0.016 0.045 0.042 -0.012 0.033 0.001 0.076 -0.000 0.007 -0.001 -0.003 0.029 0.001 0.073 1.000 0.038 -0.005 0.015 -0.014 0.003 0.001 | -| p3770_s | 0.039 -0.008 -0.010 -0.086 -0.137 -0.027 0.123 -0.409 0.000 -0.068 0.000 0.039 -0.020 0.046 -0.038 0.016 -0.307 0.038 1.000 0.035 0.006 -0.009 0.022 -0.013 | -| p4160_s | -0.105 -0.030 -0.023 0.288 -0.049 -0.175 0.114 -0.015 0.006 0.015 0.000 -0.152 -0.050 -0.006 0.303 0.330 -0.075 -0.005 0.035 1.000 -0.120 0.018 0.074 -0.016 | -| p4415_p | -0.245 -0.053 -0.019 0.034 -0.098 0.316 -0.150 -0.031 0.005 0.030 0.005 -0.250 -0.038 0.022 0.174 -0.183 0.002 0.015 0.006 -0.120 1.000 0.176 0.051 -0.030 | -| bplus_1 | -0.291 -0.912 0.033 0.088 -0.098 0.105 0.037 0.075 -0.032 0.007 -0.134 -0.163 -0.126 -0.042 0.098 -0.123 -0.139 -0.014 -0.009 0.018 0.176 1.000 0.061 0.359 | -| rho_p | 0.020 -0.094 -0.238 0.111 0.041 -0.009 0.056 0.001 0.052 -0.094 0.022 -0.262 -0.172 0.002 0.008 0.011 -0.013 0.003 0.022 0.074 0.051 0.061 1.000 0.034 | -| rho_s | 0.077 -0.432 0.181 -0.056 0.022 -0.018 -0.009 -0.002 0.113 -0.002 -0.187 0.169 -0.024 0.008 -0.009 0.015 -0.009 0.001 -0.013 -0.016 -0.030 0.359 0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.39293525969674725}), (, {'error': 0.027570590543489204}), (, {'error': 0.13804160405496724}), (, {'error': 0.21057311726969696}), (, {'error': 0.3623327780169321}), (, {'error': 0.09754979516530105}), (, {'error': 0.17673309500969225}), (, {'error': 0.03200900547110397}), (, {'error': 0.4198014919350199}), (, {'error': 0.024364365516907682}), (, {'error': 3.9090475683841803}), (, {'error': 0.0799200818995216}), (, {'error': 1.0152033979497297}), (, {'error': 0.04096611453493329}), (, {'error': 0.17428058121083367}), (, {'error': 0.19576799865006633}), (, {'error': 0.09293303706363987}), (, {'error': 0.03186828310438783}), (, {'error': 0.23118664506820652}), (, {'error': 0.17274260167675792}), (, {'error': 0.15224664932194387}), (, {'error': 0.056510633144691846}), (, {'error': 0.42556372219142746}), (, {'error': 0.34971566109720953})]) -Toy 12/25 -Time taken: 58 min, 27 s -Projected time left: 1 h, 3 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1384 (1384 total) | -| EDM = 0.000113 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297379.6205113845 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.409 | 0.016 | | | -2 | 2 | | -| 2 | phi_p | 0.63 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.91 | 0.21 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.08 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.24 | 0.47 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -4.53 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.4 | 1.8 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.39 | 0.07 | | | -2 | 2 | | -| 12| phi_s | 19.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.24 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.67 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.65 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.78 | 0.24 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | 5.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.753 | 0.031 | | | -2 | 2 | | -| 22| rho_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.018 0.000 -0.195 -0.104 -0.007 -0.124 0.232 0.018 0.500 0.033 -0.024 0.000 0.012 0.377 0.076 0.074 -0.012 0.162 0.012 0.193 -0.297 0.016 -0.082 | -| bplus_0 | 0.018 1.000 -0.002 0.020 0.002 -0.001 0.015 0.012 -0.072 0.053 -0.136 -0.029 -0.041 -0.001 0.049 0.045 0.020 -0.004 0.050 0.000 0.023 -0.880 -0.082 0.353 | -| phi_p | 0.000 -0.002 1.000 0.013 0.002 0.000 0.004 -0.003 -0.067 -0.025 -0.072 -0.004 0.721 -0.000 -0.007 -0.000 -0.002 -0.000 -0.007 -0.000 -0.002 -0.008 -0.035 -0.007 | -| Ctt | -0.195 0.020 0.013 1.000 0.244 -0.001 0.393 0.221 -0.007 -0.406 -0.041 0.755 -0.031 0.007 -0.093 0.260 -0.095 0.028 -0.185 -0.011 -0.097 -0.158 -0.001 0.081 | -| Dbar_p | -0.104 0.002 0.002 0.244 1.000 -0.004 -0.161 0.280 0.012 0.277 0.022 -0.046 0.006 -0.006 0.298 0.028 0.112 0.019 0.313 0.008 0.116 -0.142 0.009 -0.051 | -| p4160_p | -0.007 -0.001 0.000 -0.001 -0.004 1.000 0.010 -0.000 -0.000 -0.004 0.000 -0.002 0.001 -0.000 -0.007 -0.003 -0.002 -0.000 -0.003 -0.002 0.002 0.003 -0.000 -0.000 | -| p4040_s | -0.124 0.015 0.004 0.393 -0.161 0.010 1.000 0.058 -0.007 -0.225 -0.026 0.200 -0.014 0.013 -0.317 -0.010 -0.186 0.010 -0.033 -0.012 -0.230 0.076 -0.007 0.063 | -| psi2s_p | 0.232 0.012 -0.003 0.221 0.280 -0.000 0.058 1.000 0.003 0.203 0.002 0.044 -0.010 -0.003 -0.003 0.015 0.068 -0.004 -0.266 0.002 0.014 -0.107 0.005 -0.015 | -| omega_p | 0.018 -0.072 -0.067 -0.007 0.012 -0.000 -0.007 0.003 1.000 -0.005 0.862 0.006 0.005 0.001 0.007 -0.003 -0.004 0.000 0.003 0.000 0.007 0.058 0.049 -0.118 | -| jpsi_p | 0.500 0.053 -0.025 -0.406 0.277 -0.004 -0.225 0.203 -0.005 1.000 0.005 -0.319 -0.030 -0.017 0.302 -0.065 0.092 -0.032 0.291 0.012 0.157 -0.126 0.007 -0.047 | -| omega_s | 0.033 -0.136 -0.072 -0.041 0.022 0.000 -0.026 0.002 0.862 0.005 1.000 -0.054 0.016 0.002 0.005 -0.024 0.004 0.002 0.005 0.001 0.005 0.106 0.113 -0.361 | -| bplus_2 | -0.024 -0.029 -0.004 0.755 -0.046 -0.002 0.200 0.044 0.006 -0.319 -0.054 1.000 -0.092 0.020 0.003 0.219 -0.041 0.014 -0.138 -0.004 0.136 -0.201 0.015 0.106 | -| phi_s | 0.000 -0.041 0.721 -0.031 0.006 0.001 -0.014 -0.010 0.005 -0.030 0.016 -0.092 1.000 0.000 -0.022 -0.029 0.004 0.002 -0.014 0.000 -0.014 0.029 -0.007 -0.076 | -| DDstar_s | 0.012 -0.001 -0.000 0.007 -0.006 -0.000 0.013 -0.003 0.001 -0.017 0.002 0.020 0.000 1.000 -0.006 0.012 -0.029 -0.001 -0.015 -0.001 0.001 -0.034 0.001 -0.007 | -| p4040_p | 0.377 0.049 -0.007 -0.093 0.298 -0.007 -0.317 -0.003 0.007 0.302 0.005 0.003 -0.022 -0.006 1.000 0.112 0.182 0.000 0.211 0.002 0.082 -0.183 0.009 -0.021 | -| p4415_s | 0.076 0.045 -0.000 0.260 0.028 -0.003 -0.010 0.015 -0.003 -0.065 -0.024 0.219 -0.029 0.012 0.112 1.000 0.002 0.010 0.003 0.005 0.019 -0.044 -0.001 0.052 | -| p3770_p | 0.074 0.020 -0.002 -0.095 0.112 -0.002 -0.186 0.068 -0.004 0.092 0.004 -0.041 0.004 -0.029 0.182 0.002 1.000 -0.048 -0.179 0.007 0.121 -0.083 0.000 -0.024 | -| Dbar_s | -0.012 -0.004 -0.000 0.028 0.019 -0.000 0.010 -0.004 0.000 -0.032 0.002 0.014 0.002 -0.001 0.000 0.010 -0.048 1.000 -0.008 -0.001 0.005 -0.020 0.001 -0.006 | -| p3770_s | 0.162 0.050 -0.007 -0.185 0.313 -0.003 -0.033 -0.266 0.003 0.291 0.005 -0.138 -0.014 -0.015 0.211 0.003 -0.179 -0.008 1.000 0.006 0.078 -0.087 0.005 -0.018 | -| p4160_s | 0.012 0.000 -0.000 -0.011 0.008 -0.002 -0.012 0.002 0.000 0.012 0.001 -0.004 0.000 -0.001 0.002 0.005 0.007 -0.001 0.006 1.000 0.009 -0.007 0.000 -0.002 | -| p4415_p | 0.193 0.023 -0.002 -0.097 0.116 0.002 -0.230 0.014 0.007 0.157 0.005 0.136 -0.014 0.001 0.082 0.019 0.121 0.005 0.078 0.009 1.000 -0.200 0.008 -0.019 | -| bplus_1 | -0.297 -0.880 -0.008 -0.158 -0.142 0.003 0.076 -0.107 0.058 -0.126 0.106 -0.201 0.029 -0.034 -0.183 -0.044 -0.083 -0.020 -0.087 -0.007 -0.200 1.000 0.064 -0.262 | -| rho_p | 0.016 -0.082 -0.035 -0.001 0.009 -0.000 -0.007 0.005 0.049 0.007 0.113 0.015 -0.007 0.001 0.009 -0.001 0.000 0.001 0.005 0.000 0.008 0.064 1.000 -0.155 | -| rho_s | -0.082 0.353 -0.007 0.081 -0.051 -0.000 0.063 -0.015 -0.118 -0.047 -0.361 0.106 -0.076 -0.007 -0.021 0.052 -0.024 -0.006 -0.018 -0.002 -0.019 -0.262 -0.155 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3723610111560527}), (, {'error': 0.016019893326837176}), (, {'error': 0.23191013190757737}), (, {'error': 0.21345162558863573}), (, {'error': 0.3356353445921463}), (, {'error': 0.010929053419704182}), (, {'error': 0.1759881098197713}), (, {'error': 0.03362522756958164}), (, {'error': 0.4713296720153255}), (, {'error': 0.032566719124545784}), (, {'error': 1.7741163346169717}), (, {'error': 0.07428212889261043}), (, {'error': 1.18345320884222}), (, {'error': 0.017174509527522447}), (, {'error': 0.15953763576050872}), (, {'error': 0.18548185877062567}), (, {'error': 0.10307480534436753}), (, {'error': 0.018752868373899667}), (, {'error': 0.2444000722082298}), (, {'error': 0.0117872760692595}), (, {'error': 0.2962860573953927}), (, {'error': 0.03128487919353562}), (, {'error': 0.27936888859406706}), (, {'error': 0.3985840505709668})]) -Toy 13/25 -Time taken: 1 h, 4 min -Projected time left: 59 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=747 (758 total) | -| EDM = 6 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297229.91631717875 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.46 | 0.06 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.389 | 0.001 | | | -2 | 2 | | -| 2 | phi_p | -0.56 | 0.07 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.74 | 0.04 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -4.46 | 0.07 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.09 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.95 | 0.06 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.895 | 0.012 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.27 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.636 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 8.1 | 0.8 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.351 | 0.020 | | | -2 | 2 | | -| 12| phi_s | 17.0 | 0.4 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -3.000E-1 | 0.025E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.65 | 0.07 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.06 | 0.07 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.56 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.299 | 0.003 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.04 | 0.08 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.11 | 0.06 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.48 | 0.08 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.729 | 0.003 | | | -2 | 2 | | -| 22| rho_p | -0.8 | 8.7 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.06 | 1.15 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.172 0.000 0.189 0.089 0.024 -0.048 -0.027 0.234 0.197 -0.408 0.279 -0.086 -0.001 0.015 -0.018 0.058 -0.026 0.005 -0.038 -0.024 0.062 -0.437 0.437 | -| bplus_0 | -0.172 1.000 -0.016 -0.066 -0.152 0.003 -0.044 -0.029 -0.074 -0.011 0.127 -0.166 0.045 -0.001 -0.009 -0.042 0.001 0.008 -0.026 -0.053 -0.044 -0.198 0.134 -0.134 | -| phi_p | 0.000 -0.016 1.000 -0.000 0.000 -0.000 -0.000 0.000 0.008 0.001 -0.014 -0.004 0.086 0.000 -0.000 -0.000 -0.000 0.000 -0.001 -0.000 -0.000 -0.005 -0.013 0.013 | -| Ctt | 0.189 -0.066 -0.000 1.000 0.106 -0.046 0.047 0.036 0.217 0.211 -0.379 0.206 -0.077 -0.003 -0.039 0.066 0.007 -0.019 -0.024 0.055 0.037 0.148 -0.405 0.406 | -| Dbar_p | 0.089 -0.152 0.000 0.106 1.000 -0.004 -0.020 -0.011 0.214 0.218 -0.373 0.226 -0.078 -0.005 -0.015 0.014 0.065 -0.008 -0.012 -0.015 -0.011 0.064 -0.399 0.400 | -| p4160_p | 0.024 0.003 -0.000 -0.046 -0.004 1.000 -0.077 -0.020 0.021 0.019 -0.036 -0.002 -0.008 0.008 -0.033 0.036 0.021 0.012 -0.013 -0.017 0.047 0.025 -0.038 0.038 | -| p4040_s | -0.048 -0.044 -0.000 0.047 -0.020 -0.077 1.000 -0.020 0.006 0.001 -0.010 0.001 -0.003 0.003 -0.015 0.012 0.008 0.002 0.022 -0.052 -0.031 -0.035 -0.010 0.010 | -| psi2s_p | -0.027 -0.029 0.000 0.036 -0.011 -0.020 -0.020 1.000 0.011 -0.005 -0.020 0.016 -0.006 0.008 -0.042 -0.002 -0.003 0.020 -0.091 -0.023 -0.019 -0.015 -0.021 0.021 | -| omega_p | 0.234 -0.074 0.008 0.217 0.214 0.021 0.006 0.011 1.000 0.209 -0.495 0.380 -0.111 -0.005 0.025 0.019 0.036 -0.033 0.020 0.016 0.027 0.205 -0.537 0.537 | -| jpsi_p | 0.197 -0.011 0.001 0.211 0.218 0.019 0.001 -0.005 0.209 1.000 -0.365 0.300 -0.077 0.006 0.019 0.011 0.021 -0.007 0.018 0.011 0.023 0.186 -0.390 0.390 | -| omega_s | -0.408 0.127 -0.014 -0.379 -0.373 -0.036 -0.010 -0.020 -0.495 -0.365 1.000 -0.664 0.196 0.008 -0.043 -0.033 -0.064 0.057 -0.035 -0.028 -0.047 -0.360 0.935 -0.936 | -| bplus_2 | 0.279 -0.166 -0.004 0.206 0.226 -0.002 0.001 0.016 0.380 0.300 -0.664 1.000 -0.130 -0.006 0.008 0.047 0.044 -0.040 0.006 0.008 0.016 0.218 -0.711 0.712 | -| phi_s | -0.086 0.045 0.086 -0.077 -0.078 -0.008 -0.003 -0.006 -0.111 -0.077 0.196 -0.130 1.000 0.002 -0.010 -0.007 -0.013 0.012 -0.009 -0.007 -0.011 -0.068 0.208 -0.208 | -| DDstar_s | -0.001 -0.001 0.000 -0.003 -0.005 0.008 0.003 0.008 -0.005 0.006 0.008 -0.006 0.002 1.000 0.006 -0.002 0.004 -0.002 0.007 0.000 0.001 -0.006 0.009 -0.009 | -| p4040_p | 0.015 -0.009 -0.000 -0.039 -0.015 -0.033 -0.015 -0.042 0.025 0.019 -0.043 0.008 -0.010 0.006 1.000 0.021 0.024 0.012 -0.029 0.074 0.024 0.018 -0.046 0.046 | -| p4415_s | -0.018 -0.042 -0.000 0.066 0.014 0.036 0.012 -0.002 0.019 0.011 -0.033 0.047 -0.007 -0.002 0.021 1.000 -0.003 -0.005 0.006 0.038 -0.025 -0.023 -0.035 0.035 | -| p3770_p | 0.058 0.001 -0.000 0.007 0.065 0.021 0.008 -0.003 0.036 0.021 -0.064 0.044 -0.013 0.004 0.024 -0.003 1.000 0.012 -0.050 0.008 0.012 0.034 -0.068 0.068 | -| Dbar_s | -0.026 0.008 0.000 -0.019 -0.008 0.012 0.002 0.020 -0.033 -0.007 0.057 -0.040 0.012 -0.002 0.012 -0.005 0.012 1.000 0.019 -0.003 -0.001 -0.024 0.061 -0.061 | -| p3770_s | 0.005 -0.026 -0.001 -0.024 -0.012 -0.013 0.022 -0.091 0.020 0.018 -0.035 0.006 -0.009 0.007 -0.029 0.006 -0.050 0.019 1.000 0.008 0.001 -0.005 -0.038 0.038 | -| p4160_s | -0.038 -0.053 -0.000 0.055 -0.015 -0.017 -0.052 -0.023 0.016 0.011 -0.028 0.008 -0.007 0.000 0.074 0.038 0.008 -0.003 0.008 1.000 -0.036 -0.033 -0.030 0.030 | -| p4415_p | -0.024 -0.044 -0.000 0.037 -0.011 0.047 -0.031 -0.019 0.027 0.023 -0.047 0.016 -0.011 0.001 0.024 -0.025 0.012 -0.001 0.001 -0.036 1.000 -0.013 -0.050 0.050 | -| bplus_1 | 0.062 -0.198 -0.005 0.148 0.064 0.025 -0.035 -0.015 0.205 0.186 -0.360 0.218 -0.068 -0.006 0.018 -0.023 0.034 -0.024 -0.005 -0.033 -0.013 1.000 -0.385 0.386 | -| rho_p | -0.437 0.134 -0.013 -0.405 -0.399 -0.038 -0.010 -0.021 -0.537 -0.390 0.935 -0.711 0.208 0.009 -0.046 -0.035 -0.068 0.061 -0.038 -0.030 -0.050 -0.385 1.000 -0.999 | -| rho_s | 0.437 -0.134 0.013 0.406 0.400 0.038 0.010 0.021 0.537 0.390 -0.936 0.712 -0.208 -0.009 0.046 0.035 0.068 -0.061 0.038 0.030 0.050 0.386 -0.999 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06147380189293683}), (, {'error': 0.001478220100733063}), (, {'error': 0.07163381415159709}), (, {'error': 0.04456067965558813}), (, {'error': 0.07222997565742473}), (, {'error': 0.036523104935507256}), (, {'error': 0.05763774827756146}), (, {'error': 0.012012254951905277}), (, {'error': 0.03649877252027167}), (, {'error': 0.010328521516164813}), (, {'error': 0.7886906686243109}), (, {'error': 0.020437665462066823}), (, {'error': 0.35986772306941006}), (, {'error': 0.00253123918560183}), (, {'error': 0.07258073349212246}), (, {'error': 0.07139251473923985}), (, {'error': 0.043054398864993404}), (, {'error': 0.003422803219918946}), (, {'error': 0.08394288665971672}), (, {'error': 0.05960365517139121}), (, {'error': 0.08132665911566495}), (, {'error': 0.0030826505459053966}), (, {'error': 8.658590163765968}), (, {'error': 1.1515781429496281})]) -Toy 14/25 -Time taken: 1 h, 8 min -Projected time left: 53 min, 43 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=908 (908 total) | -| EDM = 2.73E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297017.3140061585 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.83 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 2 | phi_p | -0.34 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -1.17 | 0.19 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.79 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.005 | 0.036 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.927 | 0.030 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.24 | 0.33 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.684 | 0.023 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.3 | 1.4 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.40 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 16.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.98 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.15 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.22 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | 4.62 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.84 | 0.07 | | | -2 | 2 | | -| 22| rho_p | 5.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.118 0.010 -0.054 0.003 0.014 0.004 -0.091 -0.013 0.064 -0.043 0.224 -0.018 0.032 0.006 -0.055 0.197 0.053 0.123 -0.102 -0.120 -0.126 0.064 0.083 | -| bplus_0 | -0.118 1.000 -0.040 0.040 0.000 -0.015 -0.001 -0.042 0.049 0.093 0.181 -0.277 0.078 0.001 0.004 -0.030 0.049 0.023 -0.018 -0.035 -0.020 -0.950 -0.181 -0.377 | -| phi_p | 0.010 -0.040 1.000 0.004 0.001 -0.001 0.000 0.000 0.002 -0.035 -0.014 -0.016 0.638 0.001 -0.000 0.005 -0.008 -0.002 0.001 0.010 0.006 0.032 0.134 -0.026 | -| Ctt | -0.054 0.040 0.004 1.000 0.002 -0.311 -0.029 0.188 -0.001 0.323 0.005 -0.725 -0.041 -0.003 0.008 0.253 -0.134 0.105 -0.294 0.329 0.002 0.054 0.098 -0.085 | -| Dbar_p | 0.003 0.000 0.001 0.002 1.000 0.019 0.001 0.025 0.000 0.046 0.000 -0.001 -0.000 -0.001 -0.001 0.000 0.030 0.014 0.023 -0.001 0.006 -0.003 0.002 -0.001 | -| p4160_p | 0.014 -0.015 -0.001 -0.311 0.019 1.000 0.014 -0.144 -0.000 -0.049 0.000 0.022 -0.002 0.032 0.011 0.010 0.153 0.038 0.085 -0.105 0.231 0.042 0.000 -0.002 | -| p4040_s | 0.004 -0.001 0.000 -0.029 0.001 0.014 1.000 -0.016 -0.000 -0.006 -0.000 0.005 -0.000 0.001 -0.344 0.002 0.017 0.003 0.002 0.029 0.011 0.002 0.000 0.000 | -| psi2s_p | -0.091 -0.042 0.000 0.188 0.025 -0.144 -0.016 1.000 -0.004 -0.034 -0.010 -0.034 -0.010 0.023 0.013 0.027 0.085 0.059 -0.520 -0.034 -0.071 0.047 0.021 0.010 | -| omega_p | -0.013 0.049 0.002 -0.001 0.000 -0.000 -0.000 -0.004 1.000 -0.011 0.701 -0.017 0.023 0.000 0.000 -0.003 -0.000 0.002 -0.001 -0.002 0.001 -0.045 -0.135 0.049 | -| jpsi_p | 0.064 0.093 -0.035 0.323 0.046 -0.049 -0.006 -0.034 -0.011 1.000 -0.013 -0.183 0.005 0.051 0.005 -0.001 -0.023 0.011 -0.075 0.015 0.020 -0.038 -0.083 0.041 | -| omega_s | -0.043 0.181 -0.014 0.005 0.000 0.000 -0.000 -0.010 0.701 -0.013 1.000 -0.067 0.046 -0.000 0.000 -0.008 0.002 0.006 -0.004 -0.004 0.004 -0.167 -0.164 -0.344 | -| bplus_2 | 0.224 -0.277 -0.016 -0.725 -0.001 0.022 0.005 -0.034 -0.017 -0.183 -0.067 1.000 0.048 0.003 0.001 -0.035 0.079 -0.023 0.123 -0.218 -0.231 0.094 -0.166 0.270 | -| phi_s | -0.018 0.078 0.638 -0.041 -0.000 -0.002 -0.000 -0.010 0.023 0.005 0.046 0.048 1.000 -0.000 0.001 -0.014 0.009 0.005 -0.007 -0.029 -0.018 -0.077 0.087 -0.078 | -| DDstar_s | 0.032 0.001 0.001 -0.003 -0.001 0.032 0.001 0.023 0.000 0.051 -0.000 0.003 -0.000 1.000 -0.001 -0.001 0.021 -0.002 0.023 0.002 0.014 -0.006 0.001 0.000 | -| p4040_p | 0.006 0.004 -0.000 0.008 -0.001 0.011 -0.344 0.013 0.000 0.005 0.000 0.001 0.001 -0.001 1.000 -0.006 -0.007 -0.003 -0.003 -0.016 0.000 -0.004 -0.002 0.000 | -| p4415_s | -0.055 -0.030 0.005 0.253 0.000 0.010 0.002 0.027 -0.003 -0.001 -0.008 -0.035 -0.014 -0.001 -0.006 1.000 -0.084 -0.001 -0.029 0.310 -0.089 -0.015 0.039 -0.001 | -| p3770_p | 0.197 0.049 -0.008 -0.134 0.030 0.153 0.017 0.085 -0.000 -0.023 0.002 0.079 0.009 0.021 -0.007 -0.084 1.000 -0.048 -0.101 -0.078 0.050 -0.080 -0.034 0.008 | -| Dbar_s | 0.053 0.023 -0.002 0.105 0.014 0.038 0.003 0.059 0.002 0.011 0.006 -0.023 0.005 -0.002 -0.003 -0.001 -0.048 1.000 0.040 0.022 0.038 0.008 -0.015 -0.009 | -| p3770_s | 0.123 -0.018 0.001 -0.294 0.023 0.085 0.002 -0.520 -0.001 -0.075 -0.004 0.123 -0.007 0.023 -0.003 -0.029 -0.101 0.040 1.000 0.002 0.025 -0.032 0.013 0.001 | -| p4160_s | -0.102 -0.035 0.010 0.329 -0.001 -0.105 0.029 -0.034 -0.002 0.015 -0.004 -0.218 -0.029 0.002 -0.016 0.310 -0.078 0.022 0.002 1.000 -0.195 0.032 0.081 -0.037 | -| p4415_p | -0.120 -0.020 0.006 0.002 0.006 0.231 0.011 -0.071 0.001 0.020 0.004 -0.231 -0.018 0.014 0.000 -0.089 0.050 0.038 0.025 -0.195 1.000 0.096 0.048 -0.039 | -| bplus_1 | -0.126 -0.950 0.032 0.054 -0.003 0.042 0.002 0.047 -0.045 -0.038 -0.167 0.094 -0.077 -0.006 -0.004 -0.015 -0.080 0.008 -0.032 0.032 0.096 1.000 0.153 0.345 | -| rho_p | 0.064 -0.181 0.134 0.098 0.002 0.000 0.000 0.021 -0.135 -0.083 -0.164 -0.166 0.087 0.001 -0.002 0.039 -0.034 -0.015 0.013 0.081 0.048 0.153 1.000 0.056 | -| rho_s | 0.083 -0.377 -0.026 -0.085 -0.001 -0.002 0.000 0.010 0.049 0.041 -0.344 0.270 -0.078 0.000 0.000 -0.001 0.008 -0.009 0.001 -0.037 -0.039 0.345 0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28192737399713064}), (, {'error': 0.03706877893862137}), (, {'error': 0.2140414442258849}), (, {'error': 0.19171315164330804}), (, {'error': 0.05451107497952323}), (, {'error': 0.09506729700671812}), (, {'error': 0.03620998133964791}), (, {'error': 0.030033393906570893}), (, {'error': 0.32605000727876376}), (, {'error': 0.023473376223050124}), (, {'error': 1.4396707139960796}), (, {'error': 0.093245316845608}), (, {'error': 1.1186854307318281}), (, {'error': 0.020112399852333818}), (, {'error': 8.84159018888628}), (, {'error': 0.19201079165168483}), (, {'error': 0.09532454214627117}), (, {'error': 0.060901235522273556}), (, {'error': 0.22825170655491256}), (, {'error': 0.1571307686025063}), (, {'error': 0.21015540346171502}), (, {'error': 0.06758620032326079}), (, {'error': 0.3718037475180038}), (, {'error': 0.3274472265365516})]) -Toy 15/25 -Time taken: 1 h, 13 min -Projected time left: 48 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1781 (1781 total) | -| EDM = 1.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297296.6241072853 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.433 | 0.018 | | | -2 | 2 | | -| 2 | phi_p | -0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.25 | 0.22 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.36 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.881 | 0.032 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 1.13 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.633 | 0.026 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.10 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 15 | 8 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.87 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.62 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.26 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | 4.39 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 22| rho_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.001 0.037 -0.094 -0.145 0.232 -0.157 -0.023 0.055 0.136 -0.024 -0.307 0.042 0.051 0.116 -0.083 0.278 0.001 0.180 -0.090 -0.027 0.450 -0.008 0.089 | -| bplus_0 | -0.001 1.000 -0.009 0.002 0.024 0.011 0.026 -0.006 0.173 -0.073 -0.057 0.084 -0.018 -0.000 0.022 0.024 0.029 0.001 0.048 0.046 0.020 -0.787 -0.027 0.277 | -| phi_p | 0.037 -0.009 1.000 -0.126 -0.013 0.010 -0.054 -0.011 0.070 0.010 0.007 -0.250 0.941 0.003 -0.015 -0.030 0.007 0.000 -0.027 -0.075 -0.051 0.038 0.070 0.100 | -| Ctt | -0.094 0.002 -0.126 1.000 -0.355 -0.405 0.358 0.200 -0.008 0.200 0.021 0.690 -0.144 -0.009 -0.261 0.224 -0.248 -0.000 -0.159 0.246 -0.064 -0.210 0.009 -0.010 | -| Dbar_p | -0.145 0.024 -0.013 -0.355 1.000 0.037 -0.092 -0.031 0.030 0.231 -0.006 -0.080 -0.016 0.004 -0.066 -0.008 0.358 0.032 -0.036 -0.106 -0.092 0.200 -0.001 0.049 | -| p4160_p | 0.232 0.011 0.010 -0.405 0.037 1.000 -0.548 -0.138 0.002 -0.018 -0.002 -0.096 0.012 0.063 0.187 -0.060 0.238 0.038 0.009 -0.128 0.301 0.032 -0.003 0.006 | -| p4040_s | -0.157 0.026 -0.054 0.358 -0.092 -0.548 1.000 0.004 0.000 -0.026 0.011 0.134 -0.064 0.001 -0.241 0.140 -0.174 -0.003 0.090 -0.025 -0.242 -0.031 0.004 0.004 | -| psi2s_p | -0.023 -0.006 -0.011 0.200 -0.031 -0.138 0.004 1.000 -0.001 -0.024 0.003 0.015 -0.012 0.034 -0.228 0.003 0.015 0.035 -0.425 -0.091 -0.098 0.017 -0.001 0.002 | -| omega_p | 0.055 0.173 0.070 -0.008 0.030 0.002 0.000 -0.001 1.000 0.001 -0.567 -0.016 0.073 0.002 -0.002 0.009 0.027 0.001 0.011 0.002 -0.012 -0.094 -0.038 0.686 | -| jpsi_p | 0.136 -0.073 0.010 0.200 0.231 -0.018 -0.026 -0.024 0.001 1.000 -0.007 0.111 0.024 0.078 -0.092 -0.028 0.088 0.063 -0.033 -0.051 -0.021 0.094 -0.018 0.008 | -| omega_s | -0.024 -0.057 0.007 0.021 -0.006 -0.002 0.011 0.003 -0.567 -0.007 1.000 0.057 -0.009 -0.001 0.005 0.003 -0.011 -0.000 0.003 0.015 0.015 0.032 0.017 -0.152 | -| bplus_2 | -0.307 0.084 -0.250 0.690 -0.080 -0.096 0.134 0.015 -0.016 0.111 0.057 1.000 -0.294 -0.003 -0.048 0.013 -0.118 0.002 -0.098 0.179 0.202 -0.419 0.025 -0.010 | -| phi_s | 0.042 -0.018 0.941 -0.144 -0.016 0.012 -0.064 -0.012 0.073 0.024 -0.009 -0.294 1.000 0.003 -0.017 -0.036 0.009 0.000 -0.032 -0.088 -0.059 0.045 0.073 0.108 | -| DDstar_s | 0.051 -0.000 0.003 -0.009 0.004 0.063 0.001 0.034 0.002 0.078 -0.001 -0.003 0.003 1.000 0.042 -0.001 0.037 -0.002 0.037 0.009 0.036 0.009 -0.000 0.003 | -| p4040_p | 0.116 0.022 -0.015 -0.261 -0.066 0.187 -0.241 -0.228 -0.002 -0.092 0.005 -0.048 -0.017 0.042 1.000 0.028 0.160 0.030 -0.039 0.315 0.127 0.001 -0.000 0.001 | -| p4415_s | -0.083 0.024 -0.030 0.224 -0.008 -0.060 0.140 0.003 0.009 -0.028 0.003 0.013 -0.036 -0.001 0.028 1.000 -0.075 -0.000 0.001 0.303 -0.140 0.060 0.002 0.017 | -| p3770_p | 0.278 0.029 0.007 -0.248 0.358 0.238 -0.174 0.015 0.027 0.088 -0.011 -0.118 0.009 0.037 0.160 -0.075 1.000 0.045 -0.210 -0.067 0.055 0.179 -0.006 0.044 | -| Dbar_s | 0.001 0.001 0.000 -0.000 0.032 0.038 -0.003 0.035 0.001 0.063 -0.000 0.002 0.000 -0.002 0.030 -0.000 0.045 1.000 0.035 0.003 0.018 0.002 0.000 0.001 | -| p3770_s | 0.180 0.048 -0.027 -0.159 -0.036 0.009 0.090 -0.425 0.011 -0.033 0.003 -0.098 -0.032 0.037 -0.039 0.001 -0.210 0.035 1.000 -0.000 -0.016 0.084 -0.001 0.022 | -| p4160_s | -0.090 0.046 -0.075 0.246 -0.106 -0.128 -0.025 -0.091 0.002 -0.051 0.015 0.179 -0.088 0.009 0.315 0.303 -0.067 0.003 -0.000 1.000 -0.192 -0.045 0.006 0.009 | -| p4415_p | -0.027 0.020 -0.051 -0.064 -0.092 0.301 -0.242 -0.098 -0.012 -0.021 0.015 0.202 -0.059 0.036 0.127 -0.140 0.055 0.018 -0.016 -0.192 1.000 -0.142 0.004 -0.015 | -| bplus_1 | 0.450 -0.787 0.038 -0.210 0.200 0.032 -0.031 0.017 -0.094 0.094 0.032 -0.419 0.045 0.009 0.001 0.060 0.179 0.002 0.084 -0.045 -0.142 1.000 0.020 -0.145 | -| rho_p | -0.008 -0.027 0.070 0.009 -0.001 -0.003 0.004 -0.001 -0.038 -0.018 0.017 0.025 0.073 -0.000 -0.000 0.002 -0.006 0.000 -0.001 0.006 0.004 0.020 1.000 0.026 | -| rho_s | 0.089 0.277 0.100 -0.010 0.049 0.006 0.004 0.002 0.686 0.008 -0.152 -0.010 0.108 0.003 0.001 0.017 0.044 0.001 0.022 0.009 -0.015 -0.145 0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3805243854214977}), (, {'error': 0.017672155566101466}), (, {'error': 0.5613454817762782}), (, {'error': 0.21940390704299384}), (, {'error': 0.35370283402703073}), (, {'error': 0.10063262803591844}), (, {'error': 0.17333270127586436}), (, {'error': 0.03153450334200869}), (, {'error': 0.27177143090826883}), (, {'error': 0.02618218262123584}), (, {'error': 3.9840087835742573}), (, {'error': 0.0849136031124117}), (, {'error': 8.464565884512457}), (, {'error': 0.027584970524742708}), (, {'error': 0.18594817061962754}), (, {'error': 0.1864581848235758}), (, {'error': 0.10417001274177284}), (, {'error': 0.0216102764088989}), (, {'error': 0.22582134130666454}), (, {'error': 0.16658127771275977}), (, {'error': 0.19062770463058598}), (, {'error': 0.040009602435670644}), (, {'error': 0.1505609067696625}), (, {'error': 0.4021839334046695})]) -Toy 16/25 -Time taken: 1 h, 19 min -Projected time left: 44 min, 42 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1225 (1225 total) | -| EDM = 0.000148 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297253.1411282498 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.1 | 1.0 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.416 | 0.009 | | | -2 | 2 | | -| 2 | phi_p | 0.84 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.29 | 0.26 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -2.8 | 4.3 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.07 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.91 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -4.651 | 0.030 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 7.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 0.26 | 0.06 | | | -2 | 2 | | -| 12| phi_s | 21.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.08 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.25 | 0.17 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.40 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.10 | 0.21 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.00 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.22 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.825 | 0.019 | | | -2 | 2 | | -| 22| rho_p | 0.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.585 -0.010 0.816 -0.927 0.250 -0.415 0.494 -0.012 0.317 0.110 0.462 0.112 0.469 0.524 -0.125 -0.033 0.864 0.673 0.061 0.104 0.618 0.089 -0.179 | -| bplus_0 | 0.585 1.000 0.001 0.597 -0.648 0.334 -0.336 0.402 -0.013 0.299 0.119 0.218 0.128 0.242 0.446 -0.189 -0.007 0.681 0.510 0.024 0.208 0.161 0.109 -0.213 | -| phi_p | -0.010 0.001 1.000 -0.006 0.005 0.000 0.001 -0.001 0.032 -0.006 -0.092 0.037 0.418 -0.002 -0.006 0.000 0.006 -0.007 -0.006 -0.007 -0.004 0.007 -0.218 -0.092 | -| Ctt | 0.816 0.597 -0.006 1.000 -0.868 0.256 -0.257 0.621 -0.014 0.354 0.105 0.243 0.101 0.436 0.555 -0.019 -0.035 0.858 0.664 0.189 0.183 0.633 0.100 -0.166 | -| Dbar_p | -0.927 -0.648 0.005 -0.868 1.000 -0.438 0.443 -0.631 0.015 -0.537 -0.123 -0.521 -0.127 -0.478 -0.673 0.146 -0.049 -0.923 -0.796 -0.101 -0.249 -0.684 -0.098 0.199 | -| p4160_p | 0.250 0.334 0.000 0.256 -0.438 1.000 -0.458 0.314 -0.008 0.448 0.060 0.197 0.058 0.210 0.342 -0.055 0.198 0.382 0.393 -0.003 0.409 0.351 0.057 -0.096 | -| p4040_s | -0.415 -0.336 0.001 -0.257 0.443 -0.458 1.000 -0.231 0.006 -0.232 -0.060 -0.213 -0.067 -0.247 -0.388 0.110 -0.093 -0.396 -0.278 -0.203 -0.253 -0.351 -0.043 0.102 | -| psi2s_p | 0.494 0.402 -0.001 0.621 -0.631 0.314 -0.231 1.000 -0.009 0.469 0.076 0.340 0.079 0.276 0.398 -0.089 0.089 0.582 0.394 0.038 0.188 0.424 0.061 -0.124 | -| omega_p | -0.012 -0.013 0.032 -0.014 0.015 -0.008 0.006 -0.009 1.000 -0.007 -0.361 0.004 -0.005 -0.005 -0.012 0.003 0.001 -0.014 -0.013 -0.003 -0.007 -0.007 -0.025 0.059 | -| jpsi_p | 0.317 0.299 -0.006 0.354 -0.537 0.448 -0.232 0.469 -0.007 1.000 0.057 0.359 0.044 0.201 0.469 -0.125 0.137 0.451 0.528 0.050 0.283 0.337 0.061 -0.098 | -| omega_s | 0.110 0.119 -0.092 0.105 -0.123 0.060 -0.060 0.076 -0.361 0.057 1.000 0.060 0.014 0.049 0.085 -0.029 -0.004 0.125 0.098 0.008 0.036 0.073 0.423 -0.173 | -| bplus_2 | 0.462 0.218 0.037 0.243 -0.521 0.197 -0.213 0.340 0.004 0.359 0.060 1.000 0.167 0.270 0.336 -0.005 -0.012 0.490 0.420 0.008 0.031 0.242 -0.107 -0.195 | -| phi_s | 0.112 0.128 0.418 0.101 -0.127 0.058 -0.067 0.079 -0.005 0.044 0.014 0.167 1.000 0.055 0.076 -0.032 0.000 0.131 0.092 -0.013 0.021 0.093 -0.046 -0.110 | -| DDstar_s | 0.469 0.242 -0.002 0.436 -0.478 0.210 -0.247 0.276 -0.005 0.201 0.049 0.270 0.055 1.000 0.305 -0.102 0.037 0.486 0.381 0.014 0.091 0.254 0.032 -0.080 | -| p4040_p | 0.524 0.446 -0.006 0.555 -0.673 0.342 -0.388 0.398 -0.012 0.469 0.085 0.336 0.076 0.305 1.000 -0.039 0.124 0.648 0.568 0.294 0.271 0.477 0.084 -0.131 | -| p4415_s | -0.125 -0.189 0.000 -0.019 0.146 -0.055 0.110 -0.089 0.003 -0.125 -0.029 -0.005 -0.032 -0.102 -0.039 1.000 -0.053 -0.123 -0.107 0.230 -0.144 -0.198 -0.024 0.048 | -| p3770_p | -0.033 -0.007 0.006 -0.035 -0.049 0.198 -0.093 0.089 0.001 0.137 -0.004 -0.012 0.000 0.037 0.124 -0.053 1.000 -0.094 -0.075 -0.012 0.117 -0.025 -0.007 -0.004 | -| Dbar_s | 0.864 0.681 -0.007 0.858 -0.923 0.382 -0.396 0.582 -0.014 0.451 0.125 0.490 0.131 0.486 0.648 -0.123 -0.094 1.000 0.744 0.141 0.250 0.716 0.100 -0.206 | -| p3770_s | 0.673 0.510 -0.006 0.664 -0.796 0.393 -0.278 0.394 -0.013 0.528 0.098 0.420 0.092 0.381 0.568 -0.107 -0.075 0.744 1.000 0.113 0.252 0.538 0.091 -0.155 | -| p4160_s | 0.061 0.024 -0.007 0.189 -0.101 -0.003 -0.203 0.038 -0.003 0.050 0.008 0.008 -0.013 0.014 0.294 0.230 -0.012 0.141 0.113 1.000 -0.088 0.036 0.033 0.003 | -| p4415_p | 0.104 0.208 -0.004 0.183 -0.249 0.409 -0.253 0.188 -0.007 0.283 0.036 0.031 0.021 0.091 0.271 -0.144 0.117 0.250 0.252 -0.088 1.000 0.231 0.055 -0.046 | -| bplus_1 | 0.618 0.161 0.007 0.633 -0.684 0.351 -0.351 0.424 -0.007 0.337 0.073 0.242 0.093 0.254 0.477 -0.198 -0.025 0.716 0.538 0.036 0.231 1.000 0.028 -0.147 | -| rho_p | 0.089 0.109 -0.218 0.100 -0.098 0.057 -0.043 0.061 -0.025 0.061 0.423 -0.107 -0.046 0.032 0.084 -0.024 -0.007 0.100 0.091 0.033 0.055 0.028 1.000 0.148 | -| rho_s | -0.179 -0.213 -0.092 -0.166 0.199 -0.096 0.102 -0.124 0.059 -0.098 -0.173 -0.195 -0.110 -0.080 -0.131 0.048 -0.004 -0.206 -0.155 0.003 -0.046 -0.147 0.148 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.0192856180642407}), (, {'error': 0.008930648258033802}), (, {'error': 0.13107693820262556}), (, {'error': 0.26312796373390523}), (, {'error': 4.345317296310128}), (, {'error': 0.11456117304479285}), (, {'error': 0.1703348538541699}), (, {'error': 0.03827493000812776}), (, {'error': 0.366621193322489}), (, {'error': 0.029905341350643155}), (, {'error': 0.9598394961659165}), (, {'error': 0.06183472384328792}), (, {'error': 0.9139282152384851}), (, {'error': 0.08832350009662937}), (, {'error': 0.2450395186045322}), (, {'error': 0.17142361916910198}), (, {'error': 0.1067008316810707}), (, {'error': 0.21482194366392898}), (, {'error': 0.3533112615760581}), (, {'error': 0.14928903952368633}), (, {'error': 0.1653813978500367}), (, {'error': 0.01870937210450041}), (, {'error': 0.24810113200150985}), (, {'error': 0.3499658859083524})]) -Toy 17/25 -Time taken: 1 h, 25 min -Projected time left: 40 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1332 (1332 total) | -| EDM = 0.000516 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297224.0497911099 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.464 | 0.019 | | | -2 | 2 | | -| 2 | phi_p | 0.22 | 0.31 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.09 | 0.27 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -2.7 | 1.1 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.03 | 0.15 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.91 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.9 | 0.8 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.34 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 17.1 | 1.4 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.30 | 0.14 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.62 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -3.09 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.30 | 0.54 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.24 | 0.31 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 1.97 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.24 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 22| rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.050 -0.003 -0.602 0.749 0.067 -0.008 -0.263 0.002 -0.007 -0.041 -0.132 -0.008 0.068 -0.147 0.041 -0.002 0.488 -0.302 -0.050 0.044 0.400 -0.020 0.111 | -| bplus_0 | 0.050 1.000 0.001 -0.029 0.081 -0.024 0.038 -0.039 0.006 -0.009 -0.095 -0.017 -0.020 0.003 -0.024 0.038 0.006 0.067 -0.016 0.045 -0.001 -0.754 -0.021 0.283 | -| phi_p | -0.003 0.001 1.000 0.006 -0.015 0.008 -0.003 0.008 -0.003 -0.006 -0.053 -0.016 0.823 -0.001 0.008 -0.003 0.005 -0.009 0.008 -0.003 0.004 -0.009 0.018 0.003 | -| Ctt | -0.602 -0.029 0.006 1.000 -0.677 -0.016 0.233 0.501 -0.002 0.086 0.002 0.537 -0.012 -0.046 0.158 0.095 0.086 -0.585 0.335 0.238 0.098 -0.409 -0.019 -0.056 | -| Dbar_p | 0.749 0.081 -0.015 -0.677 1.000 -0.384 0.033 -0.574 0.003 -0.509 -0.063 -0.047 -0.026 0.075 -0.532 0.127 -0.296 0.667 -0.627 -0.099 -0.313 0.487 -0.038 0.160 | -| p4160_p | 0.067 -0.024 0.008 -0.016 -0.384 1.000 -0.453 0.266 -0.002 0.531 0.031 -0.041 0.014 -0.022 0.515 -0.136 0.395 -0.201 0.324 -0.056 0.550 -0.225 0.024 -0.076 | -| p4040_s | -0.008 0.038 -0.003 0.233 0.033 -0.453 1.000 -0.014 0.000 -0.086 -0.029 0.063 -0.019 0.024 -0.226 0.182 -0.093 -0.062 0.067 0.027 -0.254 0.073 -0.028 0.049 | -| psi2s_p | -0.263 -0.039 0.008 0.501 -0.574 0.266 -0.014 1.000 -0.002 0.437 0.029 0.034 0.010 -0.028 0.270 -0.061 0.252 -0.372 0.228 0.024 0.215 -0.247 0.018 -0.078 | -| omega_p | 0.002 0.006 -0.003 -0.002 0.003 -0.002 0.000 -0.002 1.000 -0.001 -0.133 -0.002 -0.006 0.000 -0.002 0.001 -0.001 0.003 -0.002 -0.000 -0.001 -0.002 -0.008 0.027 | -| jpsi_p | -0.007 -0.009 -0.006 0.086 -0.509 0.531 -0.086 0.437 -0.001 1.000 0.026 -0.207 -0.005 -0.015 0.488 -0.147 0.358 -0.231 0.505 0.008 0.386 -0.175 0.025 -0.073 | -| omega_s | -0.041 -0.095 -0.053 0.002 -0.063 0.031 -0.029 0.029 -0.133 0.026 1.000 -0.094 -0.021 -0.002 0.032 -0.025 0.015 -0.052 0.030 -0.027 0.007 0.033 -0.069 -0.400 | -| bplus_2 | -0.132 -0.017 -0.016 0.537 -0.047 -0.041 0.063 0.034 -0.002 -0.207 -0.094 1.000 -0.087 0.027 -0.022 -0.059 0.000 -0.117 -0.042 0.113 0.119 -0.207 -0.124 0.093 | -| phi_s | -0.008 -0.020 0.823 -0.012 -0.026 0.014 -0.019 0.010 -0.006 -0.005 -0.021 -0.087 1.000 -0.002 0.010 -0.012 0.006 -0.018 0.008 -0.022 -0.003 0.000 0.006 -0.020 | -| DDstar_s | 0.068 0.003 -0.001 -0.046 0.075 -0.022 0.024 -0.028 0.000 -0.015 -0.002 0.027 -0.002 1.000 -0.033 0.012 -0.039 0.058 -0.044 0.009 0.002 -0.014 -0.002 0.001 | -| p4040_p | -0.147 -0.024 0.008 0.158 -0.532 0.515 -0.226 0.270 -0.002 0.488 0.032 -0.022 0.010 -0.033 1.000 -0.082 0.383 -0.336 0.357 0.307 0.423 -0.276 0.021 -0.085 | -| p4415_s | 0.041 0.038 -0.003 0.095 0.127 -0.136 0.182 -0.061 0.001 -0.147 -0.025 -0.059 -0.012 0.012 -0.082 1.000 -0.098 0.080 -0.073 0.297 -0.219 0.174 -0.019 0.056 | -| p3770_p | -0.002 0.006 0.005 0.086 -0.296 0.395 -0.093 0.252 -0.001 0.358 0.015 0.000 0.006 -0.039 0.383 -0.098 1.000 0.008 0.072 0.036 0.301 -0.138 0.014 -0.039 | -| Dbar_s | 0.488 0.067 -0.009 -0.585 0.667 -0.201 -0.062 -0.372 0.003 -0.231 -0.052 -0.117 -0.018 0.058 -0.336 0.080 0.008 1.000 -0.412 -0.132 -0.230 0.446 -0.031 0.135 | -| p3770_s | -0.302 -0.016 0.008 0.335 -0.627 0.324 0.067 0.228 -0.002 0.505 0.030 -0.042 0.008 -0.044 0.357 -0.073 0.072 -0.412 1.000 0.082 0.273 -0.282 0.017 -0.085 | -| p4160_s | -0.050 0.045 -0.003 0.238 -0.099 -0.056 0.027 0.024 -0.000 0.008 -0.027 0.113 -0.022 0.009 0.307 0.297 0.036 -0.132 0.082 1.000 -0.127 -0.019 -0.029 0.035 | -| p4415_p | 0.044 -0.001 0.004 0.098 -0.313 0.550 -0.254 0.215 -0.001 0.386 0.007 0.119 -0.003 0.002 0.423 -0.219 0.301 -0.230 0.273 -0.127 1.000 -0.218 -0.001 -0.039 | -| bplus_1 | 0.400 -0.754 -0.009 -0.409 0.487 -0.225 0.073 -0.247 -0.002 -0.175 0.033 -0.207 0.000 -0.014 -0.276 0.174 -0.138 0.446 -0.282 -0.019 -0.218 1.000 -0.013 -0.112 | -| rho_p | -0.020 -0.021 0.018 -0.019 -0.038 0.024 -0.028 0.018 -0.008 0.025 -0.069 -0.124 0.006 -0.002 0.021 -0.019 0.014 -0.031 0.017 -0.029 -0.001 -0.013 1.000 -0.232 | -| rho_s | 0.111 0.283 0.003 -0.056 0.160 -0.076 0.049 -0.078 0.027 -0.073 -0.400 0.093 -0.020 0.001 -0.085 0.056 -0.039 0.135 -0.085 0.035 -0.039 -0.112 -0.232 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.702042469917016}), (, {'error': 0.019426137852247338}), (, {'error': 0.30537698588870965}), (, {'error': 0.26748268569505695}), (, {'error': 1.0945482796450623}), (, {'error': 0.1474784883677307}), (, {'error': 0.17443229746711303}), (, {'error': 0.04143429314128522}), (, {'error': 0.1174156098858532}), (, {'error': 0.038142497405015074}), (, {'error': 0.8486711249275514}), (, {'error': 0.07905985391889914}), (, {'error': 1.369629212076073}), (, {'error': 0.1366547898585}), (, {'error': 0.2640241939658281}), (, {'error': 0.1945614194943669}), (, {'error': 0.13787712730724744}), (, {'error': 0.5399725959466685}), (, {'error': 0.3092714700046042}), (, {'error': 0.17002999653573325}), (, {'error': 0.18999342332897484}), (, {'error': 0.04155715866880216}), (, {'error': 0.45291861552823587}), (, {'error': 0.3591562863967743})]) -Toy 18/25 -Time taken: 1 h, 30 min -Projected time left: 35 min, 14 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=212 (212 total) | -| EDM = 4.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297240.01050156716 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.529 | 0.023 | | | -2 | 2 | | -| 2 | phi_p | -5.46 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.57 | 0.23 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.32 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.86 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.24 | 0.36 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.632 | 0.026 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 4.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.30 | 0.10 | | | -2 | 2 | | -| 12| phi_s | 20.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.48 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.33 | 0.24 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.13 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -1.01 | 0.05 | | | -2 | 2 | | -| 22| rho_p | -0.43 | 0.22 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.9 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.040 0.011 -0.097 -0.157 0.154 -0.161 -0.090 -0.010 0.058 -0.028 -0.326 0.022 0.063 0.058 -0.056 0.250 0.009 0.151 -0.115 -0.100 0.380 -0.006 0.073 | -| bplus_0 | 0.040 1.000 0.006 -0.004 0.038 0.006 0.016 -0.013 -0.032 -0.042 -0.086 -0.057 -0.023 0.003 0.008 0.023 0.043 0.004 0.046 0.029 0.005 -0.816 0.026 0.213 | -| phi_p | 0.011 0.006 1.000 -0.039 -0.005 0.003 -0.020 -0.002 -0.020 0.033 -0.130 -0.110 0.472 0.003 -0.007 -0.008 0.009 0.001 -0.012 -0.031 -0.025 -0.010 -0.290 0.088 | -| Ctt | -0.097 -0.004 -0.039 1.000 -0.336 -0.414 0.380 0.223 -0.004 0.247 0.019 0.684 -0.064 -0.011 -0.285 0.212 -0.256 0.001 -0.181 0.227 -0.030 -0.189 0.119 -0.036 | -| Dbar_p | -0.157 0.038 -0.005 -0.336 1.000 -0.005 -0.057 -0.057 -0.006 0.185 -0.010 -0.098 -0.010 0.008 -0.097 0.022 0.325 0.045 -0.055 -0.108 -0.116 0.169 0.031 0.032 | -| p4160_p | 0.154 0.006 0.003 -0.414 -0.005 1.000 -0.559 -0.162 0.000 -0.065 -0.003 -0.079 0.004 0.093 0.220 -0.104 0.218 0.056 0.000 -0.132 0.320 -0.017 -0.018 0.001 | -| p4040_s | -0.161 0.016 -0.020 0.380 -0.057 -0.559 1.000 0.055 -0.002 0.021 0.007 0.127 -0.033 -0.002 -0.343 0.165 -0.189 -0.007 0.100 -0.061 -0.238 -0.012 0.055 -0.008 | -| psi2s_p | -0.090 -0.013 -0.002 0.223 -0.057 -0.162 0.055 1.000 -0.001 -0.020 -0.001 0.033 -0.003 0.046 -0.233 0.025 -0.023 0.045 -0.442 -0.081 -0.099 -0.013 -0.002 -0.002 | -| omega_p | -0.010 -0.032 -0.020 -0.004 -0.006 0.000 -0.002 -0.001 1.000 -0.010 0.550 -0.002 0.018 0.000 0.000 -0.003 -0.006 0.000 -0.003 -0.002 0.000 0.021 -0.136 -0.041 | -| jpsi_p | 0.058 -0.042 0.033 0.247 0.185 -0.065 0.021 -0.020 -0.010 1.000 -0.035 0.138 0.047 0.122 -0.119 -0.010 0.029 0.097 -0.054 -0.040 -0.032 0.013 -0.097 0.028 | -| omega_s | -0.028 -0.086 -0.130 0.019 -0.010 -0.003 0.007 -0.001 0.550 -0.035 1.000 0.059 -0.022 -0.001 0.002 -0.003 -0.016 -0.000 -0.003 0.011 0.014 0.058 0.110 -0.407 | -| bplus_2 | -0.326 -0.057 -0.110 0.684 -0.098 -0.079 0.127 0.033 -0.002 0.138 0.059 1.000 -0.170 -0.001 -0.047 -0.047 -0.137 0.004 -0.118 0.165 0.221 -0.295 0.285 -0.096 | -| phi_s | 0.022 -0.023 0.472 -0.064 -0.010 0.004 -0.033 -0.003 0.018 0.047 -0.022 -0.170 1.000 0.002 -0.011 -0.012 0.011 -0.001 -0.022 -0.050 -0.041 0.020 -0.173 -0.010 | -| DDstar_s | 0.063 0.003 0.003 -0.011 0.008 0.093 -0.002 0.046 0.000 0.122 -0.001 -0.001 0.002 1.000 0.058 -0.002 0.063 -0.005 0.060 0.014 0.056 0.011 0.001 0.003 | -| p4040_p | 0.058 0.008 -0.007 -0.285 -0.097 0.220 -0.343 -0.233 0.000 -0.119 0.002 -0.047 -0.011 0.058 1.000 0.002 0.146 0.041 -0.047 0.332 0.164 -0.026 0.004 -0.007 | -| p4415_s | -0.056 0.023 -0.008 0.212 0.022 -0.104 0.165 0.025 -0.003 -0.010 -0.003 -0.047 -0.012 -0.002 0.002 1.000 -0.078 0.000 0.003 0.315 -0.144 0.088 0.024 0.012 | -| p3770_p | 0.250 0.043 0.009 -0.256 0.325 0.218 -0.189 -0.023 -0.006 0.029 -0.016 -0.137 0.011 0.063 0.146 -0.078 1.000 0.078 -0.237 -0.075 0.033 0.128 -0.014 0.033 | -| Dbar_s | 0.009 0.004 0.001 0.001 0.045 0.056 -0.007 0.045 0.000 0.097 -0.000 0.004 -0.001 -0.005 0.041 0.000 0.078 1.000 0.056 0.005 0.026 0.005 0.004 0.001 | -| p3770_s | 0.151 0.046 -0.012 -0.181 -0.055 0.000 0.100 -0.442 -0.003 -0.054 -0.003 -0.118 -0.022 0.060 -0.047 0.003 -0.237 0.056 1.000 -0.007 -0.020 0.064 0.025 0.010 | -| p4160_s | -0.115 0.029 -0.031 0.227 -0.108 -0.132 -0.061 -0.081 -0.002 -0.040 0.011 0.165 -0.050 0.014 0.332 0.315 -0.075 0.005 -0.007 1.000 -0.126 -0.042 0.078 -0.014 | -| p4415_p | -0.100 0.005 -0.025 -0.030 -0.116 0.320 -0.238 -0.099 0.000 -0.032 0.014 0.221 -0.041 0.056 0.164 -0.144 0.033 0.026 -0.020 -0.126 1.000 -0.140 0.056 -0.028 | -| bplus_1 | 0.380 -0.816 -0.010 -0.189 0.169 -0.017 -0.012 -0.013 0.021 0.013 0.058 -0.295 0.020 0.011 -0.026 0.088 0.128 0.005 0.064 -0.042 -0.140 1.000 -0.002 -0.124 | -| rho_p | -0.006 0.026 -0.290 0.119 0.031 -0.018 0.055 -0.002 -0.136 -0.097 0.110 0.285 -0.173 0.001 0.004 0.024 -0.014 0.004 0.025 0.078 0.056 -0.002 1.000 0.156 | -| rho_s | 0.073 0.213 0.088 -0.036 0.032 0.001 -0.008 -0.002 -0.041 0.028 -0.407 -0.096 -0.010 0.003 -0.007 0.012 0.033 0.001 0.010 -0.014 -0.028 -0.124 0.156 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.352098032116392}), (, {'error': 0.023270930045722782}), (, {'error': 0.14030869354845965}), (, {'error': 0.2271215743073589}), (, {'error': 0.3296424991756921}), (, {'error': 0.10557216183508}), (, {'error': 0.17928949097817776}), (, {'error': 0.032681300499450394}), (, {'error': 0.35698658271860273}), (, {'error': 0.026121062910055226}), (, {'error': 1.0996187382487013}), (, {'error': 0.10208028334504005}), (, {'error': 1.0078942481515707}), (, {'error': 0.027619346003241785}), (, {'error': 0.22150944676023743}), (, {'error': 0.18933687527320914}), (, {'error': 0.10232712652419562}), (, {'error': 0.01874976038315776}), (, {'error': 0.24023853324980182}), (, {'error': 0.165651027614393}), (, {'error': 0.18997507877650555}), (, {'error': 0.049682340067481956}), (, {'error': 0.2188228542466799}), (, {'error': 0.3238596644362164})]) -Toy 19/25 -Time taken: 1 h, 34 min -Projected time left: 29 min, 42 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1467 (1467 total) | -| EDM = 3.29E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297299.936544382 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.13 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.422 | 0.017 | | | -2 | 2 | | -| 2 | phi_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.61 | 0.22 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -1.01 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -2.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 1.13 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.696 | 0.027 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.32 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 18.7 | 1.5 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.89 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.83 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | -2.44 | 0.12 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.82 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.18 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.79 | 0.03 | | | -2 | 2 | | -| 22| rho_p | -0.72 | 0.31 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.012 0.009 -0.112 -0.077 0.226 -0.134 0.019 0.028 0.201 -0.005 -0.249 0.013 0.027 0.122 -0.049 0.232 0.002 0.179 -0.087 -0.039 0.376 0.008 0.062 | -| bplus_0 | -0.012 1.000 0.009 -0.015 0.016 0.017 0.016 -0.009 0.145 -0.075 -0.023 -0.050 -0.011 0.001 0.023 0.007 0.018 0.001 0.043 0.034 0.023 -0.832 0.080 0.265 | -| phi_p | 0.009 0.009 1.000 -0.024 -0.001 -0.003 -0.017 -0.006 0.088 0.003 0.002 -0.083 0.842 0.001 -0.010 -0.004 0.007 0.001 -0.012 -0.024 -0.022 -0.015 -0.212 0.101 | -| Ctt | -0.112 -0.015 -0.024 1.000 -0.289 -0.429 0.363 0.141 0.018 0.178 0.002 0.700 -0.044 0.000 -0.314 0.209 -0.218 0.009 -0.279 0.256 -0.011 -0.170 0.114 -0.032 | -| Dbar_p | -0.077 0.016 -0.001 -0.289 1.000 0.096 -0.096 0.057 0.024 0.309 -0.003 -0.088 -0.006 0.002 0.006 0.012 0.368 0.015 0.068 -0.089 -0.069 0.205 0.036 0.033 | -| p4160_p | 0.226 0.017 -0.003 -0.429 0.096 1.000 -0.564 -0.121 0.000 0.011 0.000 -0.091 -0.002 0.037 0.219 -0.108 0.249 0.024 0.066 -0.174 0.275 0.014 -0.010 0.008 | -| p4040_s | -0.134 0.016 -0.017 0.363 -0.096 -0.564 1.000 -0.019 0.012 -0.037 0.001 0.117 -0.027 0.006 -0.268 0.186 -0.180 0.000 0.057 0.023 -0.218 0.013 0.058 -0.006 | -| psi2s_p | 0.019 -0.009 -0.006 0.141 0.057 -0.121 -0.019 1.000 0.004 0.002 0.000 -0.029 -0.006 0.026 -0.220 0.017 0.103 0.026 -0.455 -0.100 -0.107 0.065 0.003 0.010 | -| omega_p | 0.028 0.145 0.088 0.018 0.024 0.000 0.012 0.004 1.000 -0.001 -0.355 0.019 0.057 0.000 0.002 0.011 0.012 0.000 0.011 0.016 0.005 -0.098 0.275 0.633 | -| jpsi_p | 0.201 -0.075 0.003 0.178 0.309 0.011 -0.037 0.002 -0.001 1.000 0.001 0.085 0.017 0.051 -0.070 -0.025 0.127 0.039 -0.019 -0.058 -0.027 0.111 -0.081 0.045 | -| omega_s | -0.005 -0.023 0.002 0.002 -0.003 0.000 0.001 0.000 -0.355 0.001 1.000 0.011 -0.005 -0.000 0.001 -0.001 -0.003 -0.000 0.000 0.001 0.003 0.017 -0.039 -0.087 | -| bplus_2 | -0.249 -0.050 -0.083 0.700 -0.088 -0.091 0.117 -0.029 0.019 0.085 0.011 1.000 -0.127 0.008 -0.072 -0.070 -0.094 0.006 -0.155 0.153 0.206 -0.266 0.267 -0.105 | -| phi_s | 0.013 -0.011 0.842 -0.044 -0.006 -0.002 -0.027 -0.006 0.057 0.017 -0.005 -0.127 1.000 0.001 -0.013 -0.006 0.008 0.000 -0.017 -0.038 -0.033 0.003 -0.178 0.052 | -| DDstar_s | 0.027 0.001 0.001 0.000 0.002 0.037 0.006 0.026 0.000 0.051 -0.000 0.008 0.001 1.000 0.027 -0.000 0.014 -0.001 0.024 0.009 0.023 -0.008 0.000 -0.001 | -| p4040_p | 0.122 0.023 -0.010 -0.314 0.006 0.219 -0.268 -0.220 0.002 -0.070 0.001 -0.072 -0.013 0.027 1.000 -0.001 0.193 0.021 0.014 0.289 0.119 0.013 0.010 0.001 | -| p4415_s | -0.049 0.007 -0.004 0.209 0.012 -0.108 0.186 0.017 0.011 -0.025 -0.001 -0.070 -0.006 -0.000 -0.001 1.000 -0.078 -0.001 -0.013 0.330 -0.140 0.122 0.020 0.015 | -| p3770_p | 0.232 0.018 0.007 -0.218 0.368 0.249 -0.180 0.103 0.012 0.127 -0.003 -0.094 0.008 0.014 0.193 -0.078 1.000 0.020 -0.134 -0.070 0.051 0.120 -0.009 0.031 | -| Dbar_s | 0.002 0.001 0.001 0.009 0.015 0.024 0.000 0.026 0.000 0.039 -0.000 0.006 0.000 -0.001 0.021 -0.001 0.020 1.000 0.027 0.004 0.012 -0.005 0.001 -0.000 | -| p3770_s | 0.179 0.043 -0.012 -0.279 0.068 0.066 0.057 -0.455 0.011 -0.019 0.000 -0.155 -0.017 0.024 0.014 -0.013 -0.134 0.027 1.000 -0.018 -0.012 0.098 0.021 0.015 | -| p4160_s | -0.087 0.034 -0.024 0.256 -0.089 -0.174 0.023 -0.100 0.016 -0.058 0.001 0.153 -0.038 0.009 0.289 0.330 -0.070 0.004 -0.018 1.000 -0.159 -0.002 0.079 -0.008 | -| p4415_p | -0.039 0.023 -0.022 -0.011 -0.069 0.275 -0.218 -0.107 0.005 -0.027 0.003 0.206 -0.033 0.023 0.119 -0.140 0.051 0.012 -0.012 -0.159 1.000 -0.109 0.058 -0.021 | -| bplus_1 | 0.376 -0.832 -0.015 -0.170 0.205 0.014 0.013 0.065 -0.098 0.111 0.017 -0.266 0.003 -0.008 0.013 0.122 0.120 -0.005 0.098 -0.002 -0.109 1.000 -0.034 -0.180 | -| rho_p | 0.008 0.080 -0.212 0.114 0.036 -0.010 0.058 0.003 0.275 -0.081 -0.039 0.267 -0.178 0.000 0.010 0.020 -0.009 0.001 0.021 0.079 0.058 -0.034 1.000 0.152 | -| rho_s | 0.062 0.265 0.101 -0.032 0.033 0.008 -0.006 0.010 0.633 0.045 -0.087 -0.105 0.052 -0.001 0.001 0.015 0.031 -0.000 0.015 -0.008 -0.021 -0.180 0.152 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29999720187205003}), (, {'error': 0.01663107523658769}), (, {'error': 0.35161318078269366}), (, {'error': 0.21876870703574458}), (, {'error': 0.3003180509251826}), (, {'error': 0.10559057389105364}), (, {'error': 0.17269821997117046}), (, {'error': 0.03168057200668262}), (, {'error': 0.20605339483890495}), (, {'error': 0.027276350712303277}), (, {'error': 3.253170667019467}), (, {'error': 0.07827554772125556}), (, {'error': 1.4958229249179578}), (, {'error': 0.019458688634109322}), (, {'error': 0.18948380843186818}), (, {'error': 0.19474719484177505}), (, {'error': 0.11607362881228478}), (, {'error': 0.015573258305196624}), (, {'error': 0.22599448667404465}), (, {'error': 0.1660366879995474}), (, {'error': 0.2497192330059237}), (, {'error': 0.03491379844982767}), (, {'error': 0.310208107714816}), (, {'error': 0.32688732115977703})]) -Toy 20/25 -Time taken: 1 h, 40 min -Projected time left: 25 min, 5 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1415 (1415 total) | -| EDM = 1.94E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297397.65148808574 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.452 | 0.020 | | | -2 | 2 | | -| 2 | phi_p | -0.43 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.68 | 0.23 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.44 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.79 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 4.662 | 0.029 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.5 | 3.0 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.14 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 15.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.06 | 0.24 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.01 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.80 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.29 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 1.91 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -1.54 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 22| rho_p | 5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.028 0.002 -0.117 -0.101 0.260 -0.155 0.037 -0.072 0.262 -0.078 -0.286 0.002 0.040 0.171 -0.111 0.292 -0.000 0.235 -0.092 0.048 0.375 -0.006 0.105 | -| bplus_0 | 0.028 1.000 -0.003 -0.019 0.034 0.014 0.014 0.000 -0.248 -0.016 -0.270 -0.004 -0.055 0.000 0.015 0.019 0.043 0.001 0.053 0.026 0.002 -0.824 0.028 0.356 | -| phi_p | 0.002 -0.003 1.000 -0.007 0.004 -0.001 0.001 -0.003 0.062 -0.030 0.058 0.009 0.662 0.001 -0.000 0.001 -0.003 0.001 0.000 0.001 0.000 0.014 0.139 -0.003 | -| Ctt | -0.117 -0.019 -0.007 1.000 -0.320 -0.431 0.330 0.128 0.028 0.146 0.029 0.715 -0.042 -0.002 -0.366 0.242 -0.255 0.011 -0.266 0.235 -0.142 -0.185 0.108 -0.025 | -| Dbar_p | -0.101 0.034 0.004 -0.320 1.000 0.094 -0.147 0.047 -0.026 0.323 -0.029 -0.093 -0.008 0.001 0.022 -0.052 0.414 0.024 0.076 -0.109 -0.041 0.183 0.027 0.051 | -| p4160_p | 0.260 0.014 -0.001 -0.431 0.094 1.000 -0.547 -0.092 -0.018 0.051 -0.019 -0.129 0.004 0.043 0.306 0.013 0.269 0.029 0.077 -0.129 0.306 0.043 -0.020 0.019 | -| p4040_s | -0.155 0.014 0.001 0.330 -0.147 -0.547 1.000 -0.099 0.020 -0.093 0.020 0.156 -0.021 0.011 -0.233 0.105 -0.181 0.005 0.031 0.067 -0.256 -0.028 0.062 -0.011 | -| psi2s_p | 0.037 0.000 -0.003 0.128 0.047 -0.092 -0.099 1.000 -0.019 0.012 -0.021 -0.033 -0.005 0.035 -0.181 -0.042 0.107 0.037 -0.435 -0.117 -0.085 0.059 0.001 0.022 | -| omega_p | -0.072 -0.248 0.062 0.028 -0.026 -0.018 0.020 -0.019 1.000 -0.124 0.965 0.112 0.154 0.002 -0.009 0.008 -0.050 0.002 -0.023 0.019 0.019 0.182 -0.051 -0.487 | -| jpsi_p | 0.262 -0.016 -0.030 0.146 0.323 0.051 -0.093 0.012 -0.124 1.000 -0.129 0.051 -0.014 0.065 -0.027 -0.047 0.192 0.054 0.025 -0.071 0.008 0.107 -0.074 0.103 | -| omega_s | -0.078 -0.270 0.058 0.029 -0.029 -0.019 0.020 -0.021 0.965 -0.129 1.000 0.116 0.158 0.002 -0.009 0.008 -0.054 0.002 -0.025 0.019 0.020 0.196 0.008 -0.582 | -| bplus_2 | -0.286 -0.004 0.009 0.715 -0.093 -0.129 0.156 -0.033 0.112 0.051 0.116 1.000 -0.072 0.007 -0.112 0.109 -0.135 0.007 -0.163 0.183 0.151 -0.319 0.250 -0.083 | -| phi_s | 0.002 -0.055 0.662 -0.042 -0.008 0.004 -0.021 -0.005 0.154 -0.014 0.158 -0.072 1.000 0.001 0.000 -0.018 -0.004 0.000 -0.012 -0.025 -0.010 0.053 0.131 -0.061 | -| DDstar_s | 0.040 0.000 0.001 -0.002 0.001 0.043 0.011 0.035 0.002 0.065 0.002 0.007 0.001 1.000 0.028 0.004 0.023 -0.003 0.033 0.012 0.031 -0.005 0.000 -0.001 | -| p4040_p | 0.171 0.015 -0.000 -0.366 0.022 0.306 -0.233 -0.181 -0.009 -0.027 -0.009 -0.112 0.000 0.028 1.000 0.017 0.226 0.025 0.006 0.285 0.170 0.030 -0.008 0.010 | -| p4415_s | -0.111 0.019 0.001 0.242 -0.052 0.013 0.105 -0.042 0.008 -0.047 0.008 0.109 -0.018 0.004 0.017 1.000 -0.082 0.003 -0.038 0.238 -0.086 0.011 0.052 0.003 | -| p3770_p | 0.292 0.043 -0.003 -0.255 0.414 0.269 -0.181 0.107 -0.050 0.192 -0.054 -0.135 -0.004 0.023 0.226 -0.082 1.000 0.031 -0.101 -0.074 0.101 0.153 -0.012 0.064 | -| Dbar_s | -0.000 0.001 0.001 0.011 0.024 0.029 0.005 0.037 0.002 0.054 0.002 0.007 0.000 -0.003 0.025 0.003 0.031 1.000 0.038 0.007 0.017 -0.005 0.001 -0.002 | -| p3770_s | 0.235 0.053 0.000 -0.266 0.076 0.077 0.031 -0.435 -0.023 0.025 -0.025 -0.163 -0.012 0.033 0.006 -0.038 -0.101 0.038 1.000 -0.028 0.014 0.118 0.018 0.037 | -| p4160_s | -0.092 0.026 0.001 0.235 -0.109 -0.129 0.067 -0.117 0.019 -0.071 0.019 0.183 -0.025 0.012 0.285 0.238 -0.074 0.007 -0.028 1.000 -0.247 -0.031 0.072 -0.007 | -| p4415_p | 0.048 0.002 0.000 -0.142 -0.041 0.306 -0.256 -0.085 0.019 0.008 0.020 0.151 -0.010 0.031 0.170 -0.086 0.101 0.017 0.014 -0.247 1.000 -0.098 0.029 -0.020 | -| bplus_1 | 0.375 -0.824 0.014 -0.185 0.183 0.043 -0.028 0.059 0.182 0.107 0.196 -0.319 0.053 -0.005 0.030 0.011 0.153 -0.005 0.118 -0.031 -0.098 1.000 -0.005 -0.236 | -| rho_p | -0.006 0.028 0.139 0.108 0.027 -0.020 0.062 0.001 -0.051 -0.074 0.008 0.250 0.131 0.000 -0.008 0.052 -0.012 0.001 0.018 0.072 0.029 -0.005 1.000 0.162 | -| rho_s | 0.105 0.356 -0.003 -0.025 0.051 0.019 -0.011 0.022 -0.487 0.103 -0.582 -0.083 -0.061 -0.001 0.010 0.003 0.064 -0.002 0.037 -0.007 -0.020 -0.236 0.162 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3626246462141991}), (, {'error': 0.019571907404944522}), (, {'error': 0.2332664467442247}), (, {'error': 0.22775138149191593}), (, {'error': 0.3378626336035149}), (, {'error': 0.12134075480411166}), (, {'error': 0.16999788127049398}), (, {'error': 0.031635284810742625}), (, {'error': 8.323841833891965}), (, {'error': 0.028534670526372707}), (, {'error': 3.0139738329442465}), (, {'error': 0.08923467975833299}), (, {'error': 1.027739843798554}), (, {'error': 0.024478627645257323}), (, {'error': 0.2403180877547828}), (, {'error': 0.186429954872245}), (, {'error': 0.10930628752434401}), (, {'error': 0.02121569140838231}), (, {'error': 0.2280471268209805}), (, {'error': 0.16474154933245577}), (, {'error': 0.21073678234659043}), (, {'error': 0.041710338999487284}), (, {'error': 0.3555923264971286}), (, {'error': 0.3626273300544043})]) -Toy 21/25 -Time taken: 1 h, 46 min -Projected time left: 20 min, 16 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1722 (1722 total) | -| EDM = 2.44E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297207.04563097033 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.09 | 0.32 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.477 | 0.021 | | | -2 | 2 | | -| 2 | phi_p | -0.22 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.29 | 0.21 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -1.19 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.12 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.28 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.593 | 0.027 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.23 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 16.9 | 1.3 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.97 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.11 | 0.23 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.55 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.29 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 22| rho_p | -0.20 | 0.39 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.023 -0.000 -0.103 -0.081 0.284 -0.104 0.045 -0.017 0.249 -0.026 -0.241 0.004 0.025 0.193 -0.012 0.269 -0.001 0.196 -0.047 0.032 0.335 -0.024 0.052 | -| bplus_0 | 0.023 1.000 0.006 -0.007 0.033 0.020 0.025 -0.002 -0.046 -0.046 -0.089 -0.017 -0.018 -0.000 0.021 0.022 0.035 0.001 0.049 0.042 0.021 -0.840 -0.048 0.222 | -| phi_p | -0.000 0.006 1.000 -0.001 0.002 -0.003 0.004 -0.005 0.002 -0.042 -0.016 0.020 0.777 0.000 -0.002 0.001 -0.005 0.000 0.000 0.005 0.002 0.005 0.144 0.072 | -| Ctt | -0.103 -0.007 -0.001 1.000 -0.316 -0.390 0.339 0.200 0.025 0.191 0.022 0.683 -0.028 0.000 -0.328 0.185 -0.236 0.006 -0.176 0.277 -0.021 -0.170 0.107 0.026 | -| Dbar_p | -0.081 0.033 0.002 -0.316 1.000 0.034 -0.097 -0.020 -0.003 0.215 -0.011 -0.090 -0.004 0.006 -0.019 0.044 0.324 0.019 -0.014 -0.064 -0.087 0.198 0.014 0.045 | -| p4160_p | 0.284 0.020 -0.003 -0.390 0.034 1.000 -0.546 -0.140 -0.009 0.012 -0.010 -0.070 -0.004 0.039 0.310 -0.090 0.249 0.027 0.026 -0.212 0.294 0.022 -0.009 0.006 | -| p4040_s | -0.104 0.025 0.004 0.339 -0.097 -0.546 1.000 -0.027 0.013 -0.039 0.010 0.105 -0.012 0.008 -0.251 0.205 -0.144 0.000 0.094 0.146 -0.211 0.016 0.056 0.027 | -| psi2s_p | 0.045 -0.002 -0.005 0.200 -0.020 -0.140 -0.027 1.000 -0.009 -0.009 -0.011 -0.007 -0.006 0.024 -0.211 0.035 0.036 0.024 -0.418 -0.060 -0.107 0.047 -0.004 0.008 | -| omega_p | -0.017 -0.046 0.002 0.025 -0.003 -0.009 0.013 -0.009 1.000 -0.074 0.906 0.078 0.060 0.001 -0.005 -0.002 -0.016 0.001 -0.001 0.016 0.012 0.040 0.226 0.215 | -| jpsi_p | 0.249 -0.046 -0.042 0.191 0.215 0.012 -0.039 -0.009 -0.074 1.000 -0.078 0.068 -0.020 0.049 -0.051 -0.015 0.092 0.041 -0.009 -0.037 -0.022 0.089 -0.121 -0.015 | -| omega_s | -0.026 -0.089 -0.016 0.022 -0.011 -0.010 0.010 -0.011 0.906 -0.078 1.000 0.075 0.056 0.001 -0.006 -0.006 -0.021 0.001 -0.006 0.011 0.010 0.070 0.310 0.028 | -| bplus_2 | -0.241 -0.017 0.020 0.683 -0.090 -0.070 0.105 -0.007 0.078 0.068 0.075 1.000 -0.049 0.010 -0.077 -0.109 -0.103 0.005 -0.099 0.127 0.175 -0.278 0.278 0.064 | -| phi_s | 0.004 -0.018 0.777 -0.028 -0.004 -0.004 -0.012 -0.006 0.060 -0.020 0.056 -0.049 1.000 0.000 -0.005 -0.001 -0.003 0.000 -0.010 -0.015 -0.014 0.023 0.167 0.072 | -| DDstar_s | 0.025 -0.000 0.000 0.000 0.006 0.039 0.008 0.024 0.001 0.049 0.001 0.010 0.000 1.000 0.027 -0.001 0.016 -0.001 0.020 0.008 0.030 -0.008 0.001 -0.001 | -| p4040_p | 0.193 0.021 -0.002 -0.328 -0.019 0.310 -0.251 -0.211 -0.005 -0.051 -0.006 -0.077 -0.005 0.027 1.000 -0.027 0.212 0.023 -0.027 0.245 0.168 0.022 -0.000 0.006 | -| p4415_s | -0.012 0.022 0.001 0.185 0.044 -0.090 0.205 0.035 -0.002 -0.015 -0.006 -0.109 -0.001 -0.001 -0.027 1.000 -0.062 -0.001 0.021 0.335 -0.157 0.133 0.004 0.024 | -| p3770_p | 0.269 0.035 -0.005 -0.236 0.324 0.249 -0.144 0.036 -0.016 0.092 -0.021 -0.103 -0.003 0.016 0.212 -0.062 1.000 0.027 -0.187 -0.067 0.068 0.115 -0.024 0.020 | -| Dbar_s | -0.001 0.001 0.000 0.006 0.019 0.027 0.000 0.024 0.001 0.041 0.001 0.005 0.000 -0.001 0.023 -0.001 0.027 1.000 0.024 0.002 0.016 -0.002 0.001 0.000 | -| p3770_s | 0.196 0.049 0.000 -0.176 -0.014 0.026 0.094 -0.418 -0.001 -0.009 -0.006 -0.099 -0.010 0.020 -0.027 0.021 -0.187 0.024 1.000 0.021 -0.001 0.075 0.018 0.024 | -| p4160_s | -0.047 0.042 0.005 0.277 -0.064 -0.212 0.146 -0.060 0.016 -0.037 0.011 0.127 -0.015 0.008 0.245 0.335 -0.067 0.002 0.021 1.000 -0.179 0.024 0.069 0.037 | -| p4415_p | 0.032 0.021 0.002 -0.021 -0.087 0.294 -0.211 -0.107 0.012 -0.022 0.010 0.175 -0.014 0.030 0.168 -0.157 0.068 0.016 -0.001 -0.179 1.000 -0.069 0.055 0.016 | -| bplus_1 | 0.335 -0.840 0.005 -0.170 0.198 0.022 0.016 0.047 0.040 0.089 0.070 -0.278 0.023 -0.008 0.022 0.133 0.115 -0.002 0.075 0.024 -0.069 1.000 0.052 -0.139 | -| rho_p | -0.024 -0.048 0.144 0.107 0.014 -0.009 0.056 -0.004 0.226 -0.121 0.310 0.278 0.167 0.001 -0.000 0.004 -0.024 0.001 0.018 0.069 0.055 0.052 1.000 0.288 | -| rho_s | 0.052 0.222 0.072 0.026 0.045 0.006 0.027 0.008 0.215 -0.015 0.028 0.064 0.072 -0.001 0.006 0.024 0.020 0.000 0.024 0.037 0.016 -0.139 0.288 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31524146913511064}), (, {'error': 0.02058540384503993}), (, {'error': 0.299385056016757}), (, {'error': 0.2088545373131585}), (, {'error': 0.30238325512363406}), (, {'error': 0.09162831363518098}), (, {'error': 0.1676162317425426}), (, {'error': 0.031829190362956616}), (, {'error': 0.548691281756803}), (, {'error': 0.02663734596062861}), (, {'error': 4.095230749976104}), (, {'error': 0.08770685029731329}), (, {'error': 1.2524396921142236}), (, {'error': 0.018895377242539202}), (, {'error': 0.15043321103176943}), (, {'error': 0.19238416429604277}), (, {'error': 0.10449790043742269}), (, {'error': 0.016129966632587145}), (, {'error': 0.22765008123068764}), (, {'error': 0.16894070243117953}), (, {'error': 0.158087602913364}), (, {'error': 0.04159314021410676}), (, {'error': 0.3929968336672447}), (, {'error': 0.335213097866819})]) -Toy 22/25 -Time taken: 1 h, 53 min -Projected time left: 15 min, 24 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1438 (1438 total) | -| EDM = 0.0152 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297368.577720691 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.6 | 1.5 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.469 | 0.017 | | | -2 | 2 | | -| 2 | phi_p | 0.81 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.012E-1 | 1.972E-1 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -2.9 | 1.1 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 4.09 | 0.15 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.07 | 0.21 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 5.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 12| phi_s | 19.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.51 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.24 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 18| p3770_s | 2.48 | 0.28 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 1.74 | 0.19 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.91 | 0.05 | | | -2 | 2 | | -| 22| rho_p | -0.33 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.263 0.016 -0.447 0.859 0.270 0.560 0.150 -0.005 0.420 0.063 0.468 0.011 0.337 0.229 0.038 -0.625 0.452 -0.208 0.542 -0.031 -0.718 -0.066 -0.215 | -| bplus_0 | -0.263 1.000 0.004 0.106 -0.221 -0.078 -0.121 -0.033 0.006 -0.078 -0.093 -0.136 -0.017 -0.131 -0.043 -0.011 0.179 -0.093 0.090 -0.108 0.007 -0.415 0.020 0.253 | -| phi_p | 0.016 0.004 1.000 -0.028 0.005 0.015 -0.007 0.006 0.005 0.005 -0.114 -0.068 0.571 0.003 0.005 0.000 -0.000 0.003 -0.004 -0.012 -0.000 -0.025 -0.266 0.025 | -| Ctt | -0.447 0.106 -0.028 1.000 -0.468 -0.277 -0.028 0.218 0.002 -0.274 -0.020 0.310 -0.051 -0.097 -0.172 -0.020 0.323 -0.320 0.096 -0.092 0.008 0.248 0.139 0.101 | -| Dbar_p | 0.859 -0.221 0.005 -0.468 1.000 -0.055 0.570 -0.138 -0.003 0.012 0.051 0.493 0.005 0.242 -0.091 0.024 -0.787 0.466 -0.452 0.467 -0.023 -0.615 -0.050 -0.175 | -| p4160_p | 0.270 -0.078 0.015 -0.277 -0.055 1.000 -0.266 0.242 -0.002 0.533 0.020 -0.000 0.010 0.036 0.422 0.030 0.169 0.044 0.202 0.060 -0.017 -0.223 -0.040 -0.076 | -| p4040_s | 0.560 -0.121 -0.007 -0.028 0.570 -0.266 1.000 0.028 -0.003 0.089 0.035 0.375 -0.019 0.230 -0.138 0.008 -0.470 0.253 -0.119 0.226 -0.014 -0.378 0.014 -0.103 | -| psi2s_p | 0.150 -0.033 0.006 0.218 -0.138 0.242 0.028 1.000 -0.001 0.417 0.010 0.026 -0.004 0.077 0.172 0.011 0.156 -0.029 -0.003 0.023 -0.007 -0.097 -0.000 -0.033 | -| omega_p | -0.005 0.006 0.005 0.002 -0.003 -0.002 -0.003 -0.001 1.000 -0.002 -0.101 -0.004 -0.001 -0.002 -0.002 -0.000 0.003 -0.002 0.000 -0.003 0.000 0.001 0.012 0.026 | -| jpsi_p | 0.420 -0.078 0.005 -0.274 0.012 0.533 0.089 0.417 -0.002 1.000 0.023 -0.045 -0.013 0.140 0.486 0.028 0.069 0.111 0.323 0.182 -0.016 -0.267 -0.030 -0.095 | -| omega_s | 0.063 -0.093 -0.114 -0.020 0.051 0.020 0.035 0.010 -0.101 0.023 1.000 0.057 -0.036 0.033 0.018 0.003 -0.041 0.023 -0.012 0.037 -0.002 0.004 0.254 -0.400 | -| bplus_2 | 0.468 -0.136 -0.068 0.310 0.493 -0.000 0.375 0.026 -0.004 -0.045 0.057 1.000 -0.120 0.236 0.011 0.022 -0.370 0.219 -0.218 0.393 -0.015 -0.471 0.221 -0.095 | -| phi_s | 0.011 -0.017 0.571 -0.051 0.005 0.010 -0.019 -0.004 -0.001 -0.013 -0.036 -0.120 1.000 0.001 -0.008 -0.001 -0.002 -0.001 -0.017 -0.032 0.001 -0.006 -0.162 -0.038 | -| DDstar_s | 0.337 -0.131 0.003 -0.097 0.242 0.036 0.230 0.077 -0.002 0.140 0.033 0.236 0.001 1.000 0.056 0.012 -0.262 0.158 -0.080 0.217 -0.012 -0.356 -0.026 -0.107 | -| p4040_p | 0.229 -0.043 0.005 -0.172 -0.091 0.422 -0.138 0.172 -0.002 0.486 0.018 0.011 -0.008 0.056 1.000 0.020 0.202 0.000 0.194 0.348 -0.014 -0.173 -0.004 -0.057 | -| p4415_s | 0.038 -0.011 0.000 -0.020 0.024 0.030 0.008 0.011 -0.000 0.028 0.003 0.022 -0.001 0.012 0.020 1.000 -0.013 0.013 -0.000 0.009 -0.015 -0.031 -0.001 -0.009 | -| p3770_p | -0.625 0.179 -0.000 0.323 -0.787 0.169 -0.470 0.156 0.003 0.069 -0.041 -0.370 -0.002 -0.262 0.202 -0.013 1.000 -0.290 0.234 -0.329 0.015 0.441 0.029 0.128 | -| Dbar_s | 0.452 -0.093 0.003 -0.320 0.466 0.044 0.253 -0.029 -0.002 0.111 0.023 0.219 -0.001 0.158 0.000 0.013 -0.290 1.000 -0.194 0.208 -0.012 -0.273 -0.016 -0.077 | -| p3770_s | -0.208 0.090 -0.004 0.096 -0.452 0.202 -0.119 -0.003 0.000 0.323 -0.012 -0.218 -0.017 -0.080 0.194 -0.000 0.234 -0.194 1.000 -0.111 0.003 0.163 0.033 0.043 | -| p4160_s | 0.542 -0.108 -0.012 -0.092 0.467 0.060 0.226 0.023 -0.003 0.182 0.037 0.393 -0.032 0.217 0.348 0.009 -0.329 0.208 -0.111 1.000 -0.021 -0.388 0.035 -0.104 | -| p4415_p | -0.031 0.007 -0.000 0.008 -0.023 -0.017 -0.014 -0.007 0.000 -0.016 -0.002 -0.015 0.001 -0.012 -0.014 -0.015 0.015 -0.012 0.003 -0.021 1.000 0.021 0.000 0.006 | -| bplus_1 | -0.718 -0.415 -0.025 0.248 -0.615 -0.223 -0.378 -0.097 0.001 -0.267 0.004 -0.471 -0.006 -0.356 -0.173 -0.031 0.441 -0.273 0.163 -0.388 0.021 1.000 0.062 0.043 | -| rho_p | -0.066 0.020 -0.266 0.139 -0.050 -0.040 0.014 -0.000 0.012 -0.030 0.254 0.221 -0.162 -0.026 -0.004 -0.001 0.029 -0.016 0.033 0.035 0.000 0.062 1.000 0.226 | -| rho_s | -0.215 0.253 0.025 0.101 -0.175 -0.076 -0.103 -0.033 0.026 -0.095 -0.400 -0.095 -0.038 -0.107 -0.057 -0.009 0.128 -0.077 0.043 -0.104 0.006 0.043 0.226 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.4530586691633323}), (, {'error': 0.01659128781204111}), (, {'error': 0.18260454863431708}), (, {'error': 0.19719447126307865}), (, {'error': 1.1165417969000606}), (, {'error': 0.14985694653177717}), (, {'error': 0.20827178057985063}), (, {'error': 0.03751039332058781}), (, {'error': 0.12165538250773533}), (, {'error': 0.04057727930107813}), (, {'error': 0.904411135511781}), (, {'error': 0.0901963186852911}), (, {'error': 0.9778144251701626}), (, {'error': 0.38028468834510304}), (, {'error': 0.20743758460374728}), (, {'error': 0.023645498529206402}), (, {'error': 0.1800400565692888}), (, {'error': 0.38163798110477976}), (, {'error': 0.2780490167775933}), (, {'error': 0.1862248235463625}), (, {'error': 0.1563048963004916}), (, {'error': 0.04529421304623127}), (, {'error': 0.2570188305086596}), (, {'error': 0.31930185063384475})]) -Toy 23/25 -Time taken: 1 h, 59 min -Projected time left: 10 min, 22 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.022E+05 | Ncalls=522 (533 total) | -| EDM = 1.04E+09 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 302171.64928998076 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.293 | 0.004 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -1.953 | 0.000 | | | -2 | 2 | | -| 2 | phi_p | -2.693 | 0.004 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.765 | 0.003 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -1.721 | 0.013 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | 2.852 | 0.005 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.394 | 0.000 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 0.5 | 8.4 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.566E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | 3.83 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 0.459E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | 2.68E-2 | 0.13E-2 | | | -2 | 2 | | -| 12| phi_s | 1.785E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.599E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | -4.448 | 0.004 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.574 | 0.001 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 4.183 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -2.857E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 18| p3770_s | 0.380E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 0.852 | 0.000 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -0.814 | 0.009 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 1.991 | 0.000 | | | -2 | 2 | | -| 22| rho_p | 0.625E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.983 | 0.001 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.398 -0.125 0.597 -0.605 0.457 0.013 0.625 0.006 -0.624 -0.002 -0.177 0.008 0.558 0.395 -0.044 -0.622 0.364 -0.387 0.116 -0.578 -0.190 0.013 -0.020 | -| bplus_0 | -0.398 1.000 0.127 -0.609 0.616 -0.466 -0.014 -0.637 -0.006 0.636 0.002 0.181 -0.008 -0.568 -0.402 0.045 0.634 -0.371 0.394 -0.118 0.589 0.194 -0.013 0.021 | -| phi_p | -0.125 0.127 1.000 -0.191 0.193 -0.146 -0.004 -0.200 -0.002 0.199 0.001 0.057 -0.003 -0.178 -0.126 0.014 0.199 -0.116 0.124 -0.037 0.185 0.061 -0.004 0.006 | -| Ctt | 0.597 -0.609 -0.191 1.000 -0.924 0.698 0.020 0.956 0.010 -0.954 -0.002 -0.271 0.012 0.852 0.604 -0.067 -0.951 0.557 -0.592 0.177 -0.883 -0.291 0.019 -0.031 | -| Dbar_p | -0.605 0.616 0.193 -0.924 1.000 -0.707 -0.021 -0.967 -0.010 0.966 0.002 0.275 -0.012 -0.863 -0.611 0.068 0.963 -0.564 0.599 -0.179 0.894 0.295 -0.019 0.031 | -| p4160_p | 0.457 -0.466 -0.146 0.698 -0.707 1.000 0.016 0.731 0.007 -0.730 -0.002 -0.207 0.009 0.651 0.461 -0.051 -0.727 0.426 -0.452 0.135 -0.675 -0.222 0.015 -0.024 | -| p4040_s | 0.013 -0.014 -0.004 0.020 -0.021 0.016 1.000 0.021 0.000 -0.021 -0.000 -0.006 0.000 0.019 0.014 -0.001 -0.021 0.012 -0.013 0.004 -0.020 -0.006 0.000 -0.001 | -| psi2s_p | 0.625 -0.637 -0.200 0.956 -0.967 0.731 0.021 1.000 0.010 -0.999 -0.003 -0.284 0.012 0.892 0.632 -0.070 -0.995 0.583 -0.619 0.185 -0.924 -0.304 0.020 -0.032 | -| omega_p | 0.006 -0.006 -0.002 0.010 -0.010 0.007 0.000 0.010 1.000 -0.010 -0.000 -0.003 0.000 0.009 0.006 -0.001 -0.010 0.006 -0.006 0.002 -0.009 -0.003 0.000 -0.000 | -| jpsi_p | -0.624 0.636 0.199 -0.954 0.966 -0.730 -0.021 -0.999 -0.010 1.000 0.003 0.283 -0.012 -0.890 -0.631 0.070 0.994 -0.582 0.618 -0.185 0.923 0.304 -0.020 0.032 | -| omega_s | -0.002 0.002 0.001 -0.002 0.002 -0.002 -0.000 -0.003 -0.000 0.003 1.000 0.001 -0.000 -0.002 -0.002 0.000 0.003 -0.002 0.002 -0.000 0.002 0.001 -0.000 0.000 | -| bplus_2 | -0.177 0.181 0.057 -0.271 0.275 -0.207 -0.006 -0.284 -0.003 0.283 0.001 1.000 -0.004 -0.253 -0.179 0.020 0.282 -0.165 0.176 -0.053 0.262 0.086 -0.006 0.009 | -| phi_s | 0.008 -0.008 -0.003 0.012 -0.012 0.009 0.000 0.012 0.000 -0.012 -0.000 -0.004 1.000 0.011 0.008 -0.001 -0.012 0.007 -0.008 0.002 -0.011 -0.004 0.000 -0.000 | -| DDstar_s | 0.558 -0.568 -0.178 0.852 -0.863 0.651 0.019 0.892 0.009 -0.890 -0.002 -0.253 0.011 1.000 0.563 -0.063 -0.887 0.519 -0.552 0.165 -0.824 -0.271 0.018 -0.029 | -| p4040_p | 0.395 -0.402 -0.126 0.604 -0.611 0.461 0.014 0.632 0.006 -0.631 -0.002 -0.179 0.008 0.563 1.000 -0.044 -0.628 0.368 -0.391 0.117 -0.584 -0.192 0.013 -0.020 | -| p4415_s | -0.044 0.045 0.014 -0.067 0.068 -0.051 -0.001 -0.070 -0.001 0.070 0.000 0.020 -0.001 -0.063 -0.044 1.000 0.070 -0.041 0.043 -0.013 0.065 0.021 -0.001 0.002 | -| p3770_p | -0.622 0.634 0.199 -0.951 0.963 -0.727 -0.021 -0.995 -0.010 0.994 0.003 0.282 -0.012 -0.887 -0.628 0.070 1.000 -0.580 0.616 -0.184 0.919 0.303 -0.020 0.032 | -| Dbar_s | 0.364 -0.371 -0.116 0.557 -0.564 0.426 0.012 0.583 0.006 -0.582 -0.002 -0.165 0.007 0.519 0.368 -0.041 -0.580 1.000 -0.361 0.108 -0.538 -0.177 0.012 -0.019 | -| p3770_s | -0.387 0.394 0.124 -0.592 0.599 -0.452 -0.013 -0.619 -0.006 0.618 0.002 0.176 -0.008 -0.552 -0.391 0.043 0.616 -0.361 1.000 -0.115 0.572 0.188 -0.012 0.020 | -| p4160_s | 0.116 -0.118 -0.037 0.177 -0.179 0.135 0.004 0.185 0.002 -0.185 -0.000 -0.053 0.002 0.165 0.117 -0.013 -0.184 0.108 -0.115 1.000 -0.171 -0.056 0.004 -0.006 | -| p4415_p | -0.578 0.589 0.185 -0.883 0.894 -0.675 -0.020 -0.924 -0.009 0.923 0.002 0.262 -0.011 -0.824 -0.584 0.065 0.919 -0.538 0.572 -0.171 1.000 0.281 -0.019 0.030 | -| bplus_1 | -0.190 0.194 0.061 -0.291 0.295 -0.222 -0.006 -0.304 -0.003 0.304 0.001 0.086 -0.004 -0.271 -0.192 0.021 0.303 -0.177 0.188 -0.056 0.281 1.000 -0.006 0.010 | -| rho_p | 0.013 -0.013 -0.004 0.019 -0.019 0.015 0.000 0.020 0.000 -0.020 -0.000 -0.006 0.000 0.018 0.013 -0.001 -0.020 0.012 -0.012 0.004 -0.019 -0.006 1.000 -0.001 | -| rho_s | -0.020 0.021 0.006 -0.031 0.031 -0.024 -0.001 -0.032 -0.000 0.032 0.000 0.009 -0.000 -0.029 -0.020 0.002 0.032 -0.019 0.020 -0.006 0.030 0.010 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.003561966154406626}), (, {'error': 0.0003540839829025977}), (, {'error': 0.003598380897920528}), (, {'error': 0.0026246906965110006}), (, {'error': 0.013446595774999182}), (, {'error': 0.004995428215831765}), (, {'error': 0.0004771577939728655}), (, {'error': 8.377073515371038}), (, {'error': 0.0016363833949535334}), (, {'error': 0.047945874481193584}), (, {'error': 0.0008348674880584994}), (, {'error': 0.0012535007171936563}), (, {'error': 0.002506947367589163}), (, {'error': 0.0003910719818494557}), (, {'error': 0.0035147630608287628}), (, {'error': 0.0006403912490718922}), (, {'error': 0.025047997927532428}), (, {'error': 6.759771108114099e-05}), (, {'error': 0.0006922614156730234}), (, {'error': 0.000377943176945561}), (, {'error': 0.00894163976445217}), (, {'error': 0.0001134317183839606}), (, {'error': 0.00039086030023582907}), (, {'error': 0.0006154828531693135})]) -Toy 24/25 -Time taken: 2 h, 3 min -Projected time left: 5 min, 9 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1205 (1205 total) | -| EDM = 6.8E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297211.3178979928 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.42 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.446 | 0.018 | | | -2 | 2 | | -| 2 | phi_p | 0.04 | 0.66 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.30 | 0.20 | | | -1.5 | 1.5 | | -| 4 | Dbar_p | -1.26 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | p4160_p | -1.95 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.94 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | jpsi_p | -1.601 | 0.025 | | |-6.28319 | 6.28319 | | -| 10| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 12| phi_s | 16.7 | 2.3 | | | 14.8182 | 23.5818 | | -| 13| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.64 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| p4415_s | 1.01 | 0.19 | | |0.126447 | 2.35355 | | -| 16| p3770_p | 3.79 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 18| p3770_s | 3.09 | 0.22 | | |0.918861 | 4.08114 | | -| 19| p4160_s | 2.02 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p4415_p | -2.18 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 22| rho_p | -6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p bplus_0 phi_p Ctt Dbar_p p4160_p p4040_s psi2s_p omega_p jpsi_p omega_s bplus_2 phi_s DDstar_s p4040_p p4415_s p3770_p Dbar_s p3770_s p4160_s p4415_p bplus_1 rho_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.001 0.002 -0.109 -0.104 0.144 -0.128 -0.048 0.000 0.059 -0.017 -0.297 0.006 0.029 0.028 -0.048 0.214 0.003 0.144 -0.110 -0.077 0.389 -0.016 0.068 | -| bplus_0 | 0.001 1.000 0.013 -0.007 0.021 0.014 0.017 -0.007 0.000 -0.079 -0.093 0.060 0.004 0.000 0.028 0.013 0.021 0.001 0.050 0.039 0.025 -0.831 -0.048 0.266 | -| phi_p | 0.002 0.013 1.000 -0.026 -0.003 -0.008 -0.006 -0.012 -0.006 -0.060 -0.130 -0.047 0.948 0.001 -0.012 -0.000 -0.006 0.000 -0.012 -0.013 -0.015 -0.004 0.081 0.079 | -| Ctt | -0.109 -0.007 -0.026 1.000 -0.305 -0.379 0.346 0.208 0.000 0.251 -0.027 0.670 -0.039 -0.002 -0.212 0.194 -0.197 0.004 -0.210 0.205 -0.036 -0.173 0.034 0.018 | -| Dbar_p | -0.104 0.021 -0.003 -0.305 1.000 0.010 -0.038 -0.025 0.000 0.183 -0.018 -0.087 -0.006 0.003 -0.089 0.021 0.289 0.016 -0.025 -0.099 -0.092 0.178 -0.000 0.044 | -| p4160_p | 0.144 0.014 -0.008 -0.379 0.010 1.000 -0.522 -0.141 0.000 -0.052 0.003 -0.031 -0.008 0.034 0.056 -0.100 0.191 0.020 0.010 -0.111 0.297 -0.036 -0.003 -0.005 | -| p4040_s | -0.128 0.017 -0.006 0.346 -0.038 -0.522 1.000 0.052 0.000 0.016 -0.014 0.071 -0.012 0.000 -0.230 0.152 -0.168 -0.002 0.097 -0.120 -0.235 0.018 0.011 0.018 | -| psi2s_p | -0.048 -0.007 -0.012 0.208 -0.025 -0.141 0.052 1.000 0.000 -0.030 -0.001 0.010 -0.012 0.020 -0.236 0.023 0.060 0.020 -0.461 -0.095 -0.099 0.014 -0.002 0.003 | -| omega_p | 0.000 0.000 -0.006 0.000 0.000 0.000 0.000 0.000 1.000 0.001 -0.046 0.000 -0.007 -0.000 0.000 0.000 0.000 -0.000 0.000 0.000 0.000 -0.000 0.001 0.009 | -| jpsi_p | 0.059 -0.079 -0.060 0.251 0.183 -0.052 0.016 -0.030 0.001 1.000 0.020 0.149 -0.047 0.048 -0.114 -0.026 0.019 0.037 -0.064 -0.047 -0.021 0.034 -0.043 -0.015 | -| omega_s | -0.017 -0.093 -0.130 -0.027 -0.018 0.003 -0.014 -0.001 -0.046 0.020 1.000 -0.067 -0.112 -0.001 -0.006 -0.009 -0.004 -0.001 -0.012 -0.021 -0.011 0.062 0.136 -0.442 | -| bplus_2 | -0.297 0.060 -0.047 0.670 -0.087 -0.031 0.071 0.010 0.000 0.149 -0.067 1.000 -0.084 0.002 -0.012 -0.094 -0.081 0.003 -0.108 0.133 0.212 -0.384 0.091 0.046 | -| phi_s | 0.006 0.004 0.948 -0.039 -0.006 -0.008 -0.012 -0.012 -0.007 -0.047 -0.112 -0.084 1.000 0.000 -0.016 -0.002 -0.004 0.000 -0.016 -0.023 -0.023 0.005 0.086 0.068 | -| DDstar_s | 0.029 0.000 0.001 -0.002 0.003 0.034 0.000 0.020 -0.000 0.048 -0.001 0.002 0.000 1.000 0.024 -0.001 0.020 -0.001 0.023 0.006 0.021 0.003 -0.000 0.001 | -| p4040_p | 0.028 0.028 -0.012 -0.212 -0.089 0.056 -0.230 -0.236 0.000 -0.114 -0.006 -0.012 -0.016 0.024 1.000 0.053 0.119 0.017 -0.005 0.331 0.088 -0.030 0.006 0.004 | -| p4415_s | -0.048 0.013 -0.000 0.194 0.021 -0.100 0.152 0.023 0.000 -0.026 -0.009 -0.094 -0.002 -0.001 0.053 1.000 -0.074 -0.000 0.005 0.330 -0.184 0.114 0.000 0.022 | -| p3770_p | 0.214 0.021 -0.006 -0.197 0.289 0.191 -0.168 0.060 0.000 0.019 -0.004 -0.081 -0.004 0.020 0.119 -0.074 1.000 0.023 -0.205 -0.055 0.047 0.097 -0.011 0.022 | -| Dbar_s | 0.003 0.001 0.000 0.004 0.016 0.020 -0.002 0.020 -0.000 0.037 -0.001 0.003 0.000 -0.001 0.017 -0.000 0.023 1.000 0.022 0.002 0.010 0.000 0.000 0.001 | -| p3770_s | 0.144 0.050 -0.012 -0.210 -0.025 0.010 0.097 -0.461 0.000 -0.064 -0.012 -0.108 -0.016 0.023 -0.005 0.005 -0.205 0.022 1.000 0.004 -0.009 0.056 0.003 0.021 | -| p4160_s | -0.110 0.039 -0.013 0.205 -0.099 -0.111 -0.120 -0.095 0.000 -0.047 -0.021 0.133 -0.023 0.006 0.331 0.330 -0.055 0.002 0.004 1.000 -0.144 -0.029 0.020 0.023 | -| p4415_p | -0.077 0.025 -0.015 -0.036 -0.092 0.297 -0.235 -0.099 0.000 -0.021 -0.011 0.212 -0.023 0.021 0.088 -0.184 0.047 0.010 -0.009 -0.144 1.000 -0.136 0.019 0.001 | -| bplus_1 | 0.389 -0.831 -0.004 -0.173 0.178 -0.036 0.018 0.014 -0.000 0.034 0.062 -0.384 0.005 0.003 -0.030 0.114 0.097 0.000 0.056 -0.029 -0.136 1.000 0.036 -0.167 | -| rho_p | -0.016 -0.048 0.081 0.034 -0.000 -0.003 0.011 -0.002 0.001 -0.043 0.136 0.091 0.086 -0.000 0.006 0.000 -0.011 0.000 0.003 0.020 0.019 0.036 1.000 0.055 | -| rho_s | 0.068 0.266 0.079 0.018 0.044 -0.005 0.018 0.003 0.009 -0.015 -0.442 0.046 0.068 0.001 0.004 0.022 0.022 0.001 0.021 0.023 0.001 -0.167 0.055 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30203335189502134}), (, {'error': 0.018218888477693707}), (, {'error': 0.6558899151209427}), (, {'error': 0.20253816306784667}), (, {'error': 0.27894920618004715}), (, {'error': 0.10837915187135971}), (, {'error': 0.1736816240356226}), (, {'error': 0.031812403119011456}), (, {'error': 0.04597644366011888}), (, {'error': 0.025397570896153798}), (, {'error': 0.8590047502125802}), (, {'error': 0.0799806788709202}), (, {'error': 2.3212693775932216}), (, {'error': 0.01741904851213949}), (, {'error': 0.18753330004818203}), (, {'error': 0.19198351966082572}), (, {'error': 0.10085864208949591}), (, {'error': 0.01328466984029708}), (, {'error': 0.22081052113219046}), (, {'error': 0.16415506688470338}), (, {'error': 0.2052661266108371}), (, {'error': 0.03999230697684675}), (, {'error': 0.2544052594847459}), (, {'error': 0.3449358495283702})]) -Toy 25/25 -Time taken: 2 h, 9 min -Projected time left: -22/25 fits converged -Mean Ctt value = -0.529070319963296 -Mean Ctt error = 0.2070412790070889 -95 Sensitivy = 0.0003600751661882864 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247862.out b/finished fits/ff1data1/slurm-2247862.out deleted file mode 100644 index b1620ba..0000000 --- a/finished fits/ff1data1/slurm-2247862.out +++ /dev/null @@ -1,5381 +0,0 @@ -Simulation starting -2019-09-05 16:52:51.305228: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:52:55.088385: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:10:00.0 -2019-09-05 16:52:55.089072: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:55.095982: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:55.098924: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:55.099690: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:55.102950: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:55.105513: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:55.112077: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:55.139770: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:55.141186: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:52:55.172913: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:52:55.173354: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x556306fdf4f0 executing computations on platform Host. Devices: -2019-09-05 16:52:55.173420: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:52:55.186870: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:10:00.0 -2019-09-05 16:52:55.187065: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:55.187100: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:55.187127: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:55.187154: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:55.187181: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:55.187207: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:55.187234: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:55.211967: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:55.212174: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:55.799189: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:52:55.799245: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:52:55.799261: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:52:55.824241: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:10:00.0, compute capability: 3.7) -2019-09-05 16:52:55.828188: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55630753ba20 executing computations on platform CUDA. Devices: -2019-09-05 16:52:55.828259: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:52:58.494871 139911583442688 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:52:58.579376 139911583442688 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:52:59.330507 139911583442688 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:53:29.795702: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:53:45.081900 139911583442688 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346856.5276988 Edm = 1437.34 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346856.5276988 Edm = 1437.34 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305792.6091204 Edm = 32.6265 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299080.7711479 Edm = 26579.3 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 298871.9684475 Edm = 557.367 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 298585.1436511 Edm = 72.2565 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298269.2730305 Edm = 19.1821 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 298213.566733 Edm = 2.0374 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298165.5178343 Edm = 2.85903 NCalls = 49 -VariableMetric: Iteration # 8 - FCN = 298131.1858302 Edm = 11.9917 NCalls = 53 -VariableMetric: Iteration # 9 - FCN = 298088.9378696 Edm = 13.1251 NCalls = 58 -VariableMetric: Iteration # 10 - FCN = 298068.5263157 Edm = 34.0765 NCalls = 61 -VariableMetric: Iteration # 11 - FCN = 298006.704811 Edm = 40.9322 NCalls = 64 -VariableMetric: Iteration # 12 - FCN = 297972.2412595 Edm = 9.80805 NCalls = 67 -VariableMetric: Iteration # 13 - FCN = 297958.7040999 Edm = 24.2955 NCalls = 70 -VariableMetric: Iteration # 14 - FCN = 297909.3662723 Edm = 47.9342 NCalls = 75 -VariableMetric: Iteration # 15 - FCN = 297897.7230899 Edm = 34.77 NCalls = 77 -VariableMetric: Iteration # 16 - FCN = 297892.8179839 Edm = 32.6057 NCalls = 79 -VariableMetric: Iteration # 17 - FCN = 297886.0843071 Edm = 5.31697 NCalls = 81 -VariableMetric: Iteration # 18 - FCN = 297883.3895839 Edm = 0.989784 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297871.0414087 Edm = 11.7618 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297850.5829663 Edm = 41.5554 NCalls = 93 -VariableMetric: Iteration # 21 - FCN = 297833.5900212 Edm = 27.5699 NCalls = 98 -VariableMetric: Iteration # 22 - FCN = 297828.6973381 Edm = 7.93184 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 297825.1734053 Edm = 5.99278 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 297822.1824609 Edm = 2.866 NCalls = 110 -VariableMetric: Iteration # 25 - FCN = 297819.9217825 Edm = 0.31912 NCalls = 114 -VariableMetric: Iteration # 26 - FCN = 297817.7226119 Edm = 1.75009 NCalls = 117 -VariableMetric: Iteration # 27 - FCN = 297714.4277456 Edm = 8.20131 NCalls = 122 -VariableMetric: Iteration # 28 - FCN = 297687.9825513 Edm = 1.02007 NCalls = 127 -VariableMetric: Iteration # 29 - FCN = 297687.1658938 Edm = 0.339953 NCalls = 129 -VariableMetric: Iteration # 30 - FCN = 297686.9033816 Edm = 0.050157 NCalls = 130 -VariableMetric: Iteration # 31 - FCN = 297684.297204 Edm = 2.19866 NCalls = 135 -VariableMetric: Iteration # 32 - FCN = 297615.6596014 Edm = 0.864382 NCalls = 139 -VariableMetric: Iteration # 33 - FCN = 297613.8643178 Edm = 0.061665 NCalls = 141 -VariableMetric: Iteration # 34 - FCN = 297613.6103754 Edm = 0.120572 NCalls = 143 -VariableMetric: Iteration # 35 - FCN = 297612.7052678 Edm = 0.243021 NCalls = 147 -VariableMetric: Iteration # 36 - FCN = 297608.9110212 Edm = 2.43623 NCalls = 150 -VariableMetric: Iteration # 37 - FCN = 297583.7755741 Edm = 4.84468 NCalls = 154 -VariableMetric: Iteration # 38 - FCN = 297573.7659821 Edm = 0.900496 NCalls = 157 -VariableMetric: Iteration # 39 - FCN = 297572.8125747 Edm = 0.073561 NCalls = 159 -VariableMetric: Iteration # 40 - FCN = 297572.608611 Edm = 0.154521 NCalls = 161 -VariableMetric: Iteration # 41 - FCN = 297571.4573301 Edm = 0.496221 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297570.8649967 Edm = 0.960472 NCalls = 167 -VariableMetric: Iteration # 43 - FCN = 297570.4147765 Edm = 0.1859 NCalls = 169 -VariableMetric: Iteration # 44 - FCN = 297567.4976471 Edm = 3.34213 NCalls = 174 -VariableMetric: Iteration # 45 - FCN = 297542.1061913 Edm = 18.4252 NCalls = 182 -VariableMetric: Iteration # 46 - FCN = 297480.339519 Edm = 42.8355 NCalls = 186 -VariableMetric: Iteration # 47 - FCN = 297475.9138313 Edm = 41.2699 NCalls = 188 -VariableMetric: Iteration # 48 - FCN = 297465.3456672 Edm = 59.8822 NCalls = 190 -VariableMetric: Iteration # 49 - FCN = 297461.4944999 Edm = 32.6282 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297457.7152201 Edm = 13.2991 NCalls = 194 -VariableMetric: Iteration # 51 - FCN = 297453.4585296 Edm = 2.23688 NCalls = 196 -VariableMetric: Iteration # 52 - FCN = 297452.5062251 Edm = 0.0430599 NCalls = 198 -VariableMetric: Iteration # 53 - FCN = 297452.3465435 Edm = 0.0555088 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297452.2918995 Edm = 0.0348552 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297452.2537545 Edm = 0.0207778 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297451.9524223 Edm = 0.333514 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297451.4774868 Edm = 0.41207 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297419.2584753 Edm = 9.12763 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297393.4302083 Edm = 2.48499 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297390.3132947 Edm = 0.220507 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297390.0306912 Edm = 0.0400406 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297389.9802277 Edm = 0.00373219 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297389.9676998 Edm = 0.0102079 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297389.6880265 Edm = 0.274009 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297387.0166328 Edm = 1.91813 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297357.6693129 Edm = 9.15386 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297339.8718575 Edm = 0.410711 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297338.9972865 Edm = 0.058865 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297338.9024274 Edm = 0.00583221 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297338.8921759 Edm = 0.00199179 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297338.8810083 Edm = 0.00762555 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297338.7857884 Edm = 0.0580719 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297336.5274795 Edm = 1.64022 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297328.4036741 Edm = 2.81206 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297326.1902808 Edm = 0.640593 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297325.4571981 Edm = 0.0802121 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297325.3642947 Edm = 0.00782022 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297325.3544443 Edm = 0.0014015 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297325.3518257 Edm = 0.00018898 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297325.3507253 Edm = 0.000750451 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297325.2903184 Edm = 0.0541887 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297321.6499658 Edm = 0.808139 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297320.7622715 Edm = 0.316238 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297320.5815942 Edm = 0.0522078 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297320.471092 Edm = 0.0217147 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297320.4335404 Edm = 0.00320255 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297320.4305753 Edm = 0.000194406 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297320.4302839 Edm = 0.000120084 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297320.4291136 Edm = 0.00135052 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297320.3583207 Edm = 0.0637917 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297319.3436519 Edm = 0.258634 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297319.0852522 Edm = 0.0270113 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297319.0615191 Edm = 0.000965856 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297319.0604864 Edm = 8.0537e-05 NCalls = 317 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315296.2035595 Edm = 24.9915 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315296.2035595 Edm = 24.9915 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299386.633329 Edm = 24.4805 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299193.1009466 Edm = 1022.53 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298995.4210802 Edm = 2.24745 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298994.356688 Edm = 0.0777232 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 298991.7345731 Edm = 0.0825419 NCalls = 18 -VariableMetric: Iteration # 6 - FCN = 298990.8062066 Edm = 0.87087 NCalls = 21 -VariableMetric: Iteration # 7 - FCN = 298958.5037433 Edm = 32.7354 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297443.0760719 Edm = 194.276 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297426.8081087 Edm = 13.6091 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297416.2901205 Edm = 0.532369 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297412.2121159 Edm = 3.58341 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297333.7606567 Edm = 33.5523 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297272.6509836 Edm = 0.387751 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297272.2614654 Edm = 0.0271062 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297272.1789953 Edm = 0.0647669 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297259.2275191 Edm = 11.2287 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297176.1054485 Edm = 3.1524 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297173.238382 Edm = 0.067737 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297173.1698636 Edm = 0.00366879 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297173.1560708 Edm = 0.0117732 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297171.9315557 Edm = 1.25776 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297171.8113992 Edm = 0.118876 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297168.4094129 Edm = 1.97744 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297156.4827791 Edm = 1.05957 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297155.3273488 Edm = 0.0297734 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297155.2914651 Edm = 0.0132956 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297155.2173304 Edm = 0.0565625 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297152.5882303 Edm = 2.63238 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297150.133421 Edm = 2.78857 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297149.3797242 Edm = 0.706887 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297124.1078866 Edm = 22.1792 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297063.3777004 Edm = 13.0393 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297050.0897581 Edm = 0.16806 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297049.9199106 Edm = 0.0358562 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297049.8764783 Edm = 0.0166049 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297049.7970614 Edm = 0.0605095 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297042.1103695 Edm = 8.3731 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297041.8350279 Edm = 0.211364 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297032.0502646 Edm = 8.92025 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 296995.0841913 Edm = 5.4689 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 296991.633074 Edm = 0.0928711 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 296991.5384159 Edm = 0.00394297 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 296991.5306579 Edm = 0.00378947 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 296991.4874134 Edm = 0.0426491 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 296988.7561864 Edm = 0.816446 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 296981.8405027 Edm = 2.5246 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 296977.6750624 Edm = 0.183502 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 296977.5358079 Edm = 0.00209519 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 296977.5332235 Edm = 0.000744678 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 296977.5293736 Edm = 0.00300315 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 296977.4477259 Edm = 0.0782051 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 296970.8454368 Edm = 2.93036 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 296965.5927402 Edm = 5.07444 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 296962.9744513 Edm = 1.59246 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 296961.5913209 Edm = 0.171252 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 296961.2547395 Edm = 0.171539 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 296961.0915278 Edm = 0.0626385 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 296961.0212533 Edm = 0.00464564 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 296961.0123035 Edm = 0.00125415 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 296961.009201 Edm = 0.000981931 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 296961.0058058 Edm = 0.00223391 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 296960.9729084 Edm = 0.0354439 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 296960.2757388 Edm = 0.879268 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 296960.2540697 Edm = 0.0222807 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 296960.0063111 Edm = 0.329543 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 296959.8319545 Edm = 0.165542 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 296953.8287547 Edm = 1.33201 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 296952.5799036 Edm = 0.309533 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 296952.4430259 Edm = 0.029058 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 296952.402687 Edm = 0.00442054 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 296952.3962863 Edm = 0.00040461 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 296952.395602 Edm = 0.000423454 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 296952.3913448 Edm = 0.00447614 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 296952.2826024 Edm = 0.126668 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 296952.2798298 Edm = 0.0026224 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 296951.9458822 Edm = 0.0476213 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 296950.8346006 Edm = 0.435108 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 296950.3794316 Edm = 0.168362 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 296950.2012982 Edm = 0.00254297 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 296950.1988266 Edm = 0.000151746 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 296950.1985655 Edm = 7.14159e-05 NCalls = 273 -VariableMetric: After Hessian - FCN = 296950.1985655 Edm = 1.9484 NCalls = 746 -VariableMetric: Iteration # 82 - FCN = 296950.1985655 Edm = 1.9484 NCalls = 746 -VariableMetric: Iteration # 83 - FCN = 296949.956948 Edm = 2.02803 NCalls = 755 -VariableMetric: Iteration # 84 - FCN = 296949.079468 Edm = 19.5492 NCalls = 757 -VariableMetric: Iteration # 85 - FCN = 296948.5847559 Edm = 0.117077 NCalls = 759 -VariableMetric: Iteration # 86 - FCN = 296948.2548461 Edm = 0.171107 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 296948.0111291 Edm = 0.0774759 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 296947.8213086 Edm = 0.180409 NCalls = 769 -VariableMetric: Iteration # 89 - FCN = 296947.5982495 Edm = 0.210376 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 296947.2931241 Edm = 0.0803659 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 296947.1494984 Edm = 0.0637724 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 296947.1075925 Edm = 0.024909 NCalls = 780 -VariableMetric: Iteration # 93 - FCN = 296947.073721 Edm = 0.0124929 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 296947.0042826 Edm = 0.0326982 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 296946.9131241 Edm = 0.035157 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 296946.8525311 Edm = 0.03848 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 296946.758161 Edm = 0.0325952 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 296946.6912774 Edm = 0.0140013 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 296946.6655393 Edm = 0.00383011 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 296946.6591871 Edm = 0.000995148 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 296946.6581219 Edm = 0.000305362 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 296946.6576241 Edm = 0.00014919 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 296946.6569632 Edm = 0.000389486 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 296946.6515313 Edm = 0.00499266 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 296946.6460325 Edm = 0.0109247 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 296946.6299688 Edm = 0.0271365 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 296946.6074787 Edm = 0.0189583 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 296946.5552601 Edm = 0.104286 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 296946.5326476 Edm = 0.0242795 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 296946.5079195 Edm = 0.0230114 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 296946.4741289 Edm = 0.0152258 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 296946.4571733 Edm = 0.00653444 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 296946.4492515 Edm = 0.0062402 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 296946.4439925 Edm = 0.0048238 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 296946.4355609 Edm = 0.0037891 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 296946.4280615 Edm = 0.00241072 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 296946.4213675 Edm = 0.00445016 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 296946.405013 Edm = 0.0109609 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 296946.3958061 Edm = 0.0143163 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 296946.3785918 Edm = 0.00394981 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 296946.3702886 Edm = 0.00646975 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 296946.3681328 Edm = 0.00249936 NCalls = 859 -VariableMetric: Iteration # 123 - FCN = 296946.3641064 Edm = 0.000781965 NCalls = 861 -VariableMetric: Iteration # 124 - FCN = 296946.3630235 Edm = 0.000256853 NCalls = 863 -VariableMetric: Iteration # 125 - FCN = 296946.3626157 Edm = 0.000157844 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 296946.3624814 Edm = 3.62233e-05 NCalls = 868 -VariableMetric: After Hessian - FCN = 296946.3624814 Edm = 6.14454e-05 NCalls = 1351 -VariableMetric: Iteration # 127 - FCN = 296946.3624814 Edm = 6.14454e-05 NCalls = 1351 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 352063.7450354 Edm = 28.1056 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 352063.7450354 Edm = 28.1056 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300042.1870673 Edm = 3.16658 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299790.4249689 Edm = 1.11147 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298210.092497 Edm = 425.167 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298031.9696575 Edm = 124.493 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297987.4638782 Edm = 0.657923 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297987.0979084 Edm = 0.0699958 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297982.7669468 Edm = 5.58849 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297978.2309331 Edm = 4.12799 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297912.7476531 Edm = 0.549719 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297912.1396508 Edm = 0.0733909 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297911.2496114 Edm = 0.925954 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297858.0790685 Edm = 35.14 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297740.8326093 Edm = 5.93901 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297734.1939644 Edm = 0.287674 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297733.9166195 Edm = 0.169728 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297733.4661308 Edm = 0.428376 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297652.3414872 Edm = 50.6237 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297499.283917 Edm = 10.9082 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297487.3107051 Edm = 0.80221 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297486.3125045 Edm = 0.0989174 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297486.1663394 Edm = 0.0101897 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297486.1394723 Edm = 0.0135138 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297485.1281326 Edm = 1.01732 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297461.7733357 Edm = 6.44165 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297447.3967298 Edm = 6.24717 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297444.6120389 Edm = 1.51418 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297443.6134422 Edm = 0.377684 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297443.3553005 Edm = 0.0802929 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297443.2879401 Edm = 0.0147042 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297443.2217049 Edm = 0.0302369 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297443.0558088 Edm = 0.110993 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297440.2913225 Edm = 2.65097 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297425.7234926 Edm = 4.26066 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297421.9758126 Edm = 1.30359 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297421.6155597 Edm = 0.128413 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297421.5266914 Edm = 0.0163745 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297421.5029048 Edm = 0.0108449 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297421.4009552 Edm = 0.119697 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297419.9493839 Edm = 0.946211 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297409.6463188 Edm = 8.68898 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297405.7026695 Edm = 5.48967 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297391.1616723 Edm = 0.611672 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297390.4522813 Edm = 0.0642273 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297390.3919896 Edm = 0.0107987 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297390.3769124 Edm = 0.00331404 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297390.3492716 Edm = 0.0188368 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297390.0979395 Edm = 0.249492 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297383.3191593 Edm = 2.08098 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297377.9465762 Edm = 0.497123 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297377.3989621 Edm = 0.0650636 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297377.3394046 Edm = 0.00769213 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297377.3304839 Edm = 0.00130775 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297377.328634 Edm = 0.000819012 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297377.3258712 Edm = 0.00128951 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297377.315187 Edm = 0.00920923 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297376.8606547 Edm = 0.379129 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297372.8454151 Edm = 0.370418 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297372.3666501 Edm = 0.0373957 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297372.3186727 Edm = 0.00115964 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297372.3172522 Edm = 0.000192636 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297372.3163795 Edm = 0.000823864 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297372.3045163 Edm = 0.0111147 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297371.9378086 Edm = 0.282036 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297369.9419609 Edm = 0.401168 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297369.3759544 Edm = 0.0276374 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297369.3442916 Edm = 0.00196848 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297369.3423647 Edm = 0.000133748 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297369.3419539 Edm = 0.000288284 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297369.3336635 Edm = 0.00850345 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297369.3203324 Edm = 0.0126353 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297368.0037403 Edm = 0.0770687 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297367.9050991 Edm = 0.0031429 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297367.9012595 Edm = 0.000129191 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297367.9010969 Edm = 2.35788e-05 NCalls = 242 -VariableMetric: After Hessian - FCN = 297367.9010969 Edm = 2.13496 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297367.9010969 Edm = 2.13496 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297365.029808 Edm = 0.184779 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297364.9000765 Edm = 1.11193 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297364.8323529 Edm = 0.144846 NCalls = 725 -VariableMetric: Iteration # 79 - FCN = 297363.9357637 Edm = 2.53637 NCalls = 730 -VariableMetric: Iteration # 80 - FCN = 297363.9072909 Edm = 0.0778254 NCalls = 732 -VariableMetric: Iteration # 81 - FCN = 297363.8261719 Edm = 0.06319 NCalls = 735 -VariableMetric: Iteration # 82 - FCN = 297363.4671927 Edm = 0.416628 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297362.9111751 Edm = 0.41729 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297362.4609621 Edm = 0.634228 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297361.8550631 Edm = 0.511612 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297360.8621636 Edm = 0.469372 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297360.461012 Edm = 0.371697 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 297360.2305455 Edm = 0.143472 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297360.0363498 Edm = 0.0495531 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297359.9653851 Edm = 0.0092535 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297359.9529991 Edm = 0.00100489 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297359.9517331 Edm = 0.000131866 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297359.9515984 Edm = 1.73663e-05 NCalls = 765 -VariableMetric: After Hessian - FCN = 297359.9515984 Edm = 2.35723e-05 NCalls = 1250 -VariableMetric: Iteration # 94 - FCN = 297359.9515984 Edm = 2.35723e-05 NCalls = 1250 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310098.1492734 Edm = 33.5522 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310098.1492734 Edm = 33.5522 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305087.0340063 Edm = 6.7869 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304978.7816995 Edm = 52.2263 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 304951.6219529 Edm = 12.9645 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 302564.8486837 Edm = 231.843 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298058.6501677 Edm = 32.5621 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298033.7369503 Edm = 36.2868 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297772.5189036 Edm = 23.9854 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297736.7295113 Edm = 0.305665 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297736.2380117 Edm = 0.762 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297733.5962515 Edm = 2.45193 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297613.2702465 Edm = 27.3245 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297577.6607877 Edm = 0.233519 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297577.4942843 Edm = 0.0561734 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297577.3412885 Edm = 0.147249 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297527.1006391 Edm = 11.8987 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297450.8527593 Edm = 12.2838 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297434.7604461 Edm = 0.0827244 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297434.6881412 Edm = 0.00660835 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297434.6700402 Edm = 0.0136593 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297434.049377 Edm = 0.59576 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297417.2064537 Edm = 4.13547 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297411.461426 Edm = 0.193998 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297411.2133877 Edm = 0.0117688 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297411.1706071 Edm = 0.0296695 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297408.7850246 Edm = 2.34898 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297373.2312623 Edm = 3.06539 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297370.9717387 Edm = 0.112997 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297370.9027053 Edm = 0.00637493 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297370.8864444 Edm = 0.00929178 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297370.8048635 Edm = 0.0285503 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297370.2453164 Edm = 0.453983 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297360.6937288 Edm = 6.88435 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297355.0396578 Edm = 1.08039 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297353.7600943 Edm = 0.0548542 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297353.7057673 Edm = 0.00565608 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297353.6983808 Edm = 0.000868651 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297353.6944998 Edm = 0.00264064 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297353.5883376 Edm = 0.0959076 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297348.0202752 Edm = 1.95187 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297344.3778723 Edm = 0.517608 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297343.4537933 Edm = 0.413784 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297343.2326295 Edm = 0.262734 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297342.9883828 Edm = 0.00869341 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297342.9773452 Edm = 0.000857792 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297342.9759265 Edm = 0.000550679 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297342.9725338 Edm = 0.00388994 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297342.4872599 Edm = 0.465148 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297339.9689523 Edm = 5.48712 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297339.2986804 Edm = 0.584487 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297336.1869384 Edm = 1.15353 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297335.2277611 Edm = 1.47195 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297333.9141602 Edm = 1.05863 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297333.4743173 Edm = 0.97301 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297332.9447371 Edm = 0.24669 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297332.5707123 Edm = 0.227978 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297332.4515116 Edm = 0.0500205 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297332.3883492 Edm = 0.0115094 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297332.3693301 Edm = 0.0036477 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297332.3646206 Edm = 0.000952344 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297332.3555009 Edm = 0.00810517 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297332.1440359 Edm = 0.297329 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297331.9950774 Edm = 0.136384 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297328.0076848 Edm = 1.837 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297327.3193317 Edm = 0.246603 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297327.1500329 Edm = 0.0438814 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297327.0920195 Edm = 0.0185913 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297327.0713433 Edm = 0.00191629 NCalls = 205 -VariableMetric: Iteration # 68 - FCN = 297327.0690771 Edm = 0.000141772 NCalls = 207 -VariableMetric: Iteration # 69 - FCN = 297327.0686002 Edm = 0.000314864 NCalls = 209 -VariableMetric: Iteration # 70 - FCN = 297327.0488516 Edm = 0.0210766 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297326.56341 Edm = 0.094401 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297325.3023097 Edm = 0.307347 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297324.9317068 Edm = 0.0473271 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297324.8820009 Edm = 0.00664358 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297324.8759721 Edm = 0.000970928 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297324.8749137 Edm = 5.77461e-05 NCalls = 231 -VariableMetric: After Hessian - FCN = 297324.8749137 Edm = 1.08791 NCalls = 706 -VariableMetric: Iteration # 77 - FCN = 297324.8749137 Edm = 1.08791 NCalls = 706 -VariableMetric: Iteration # 78 - FCN = 297323.9039324 Edm = 4.32312 NCalls = 709 -VariableMetric: Iteration # 79 - FCN = 297323.4504699 Edm = 0.241795 NCalls = 711 -VariableMetric: Iteration # 80 - FCN = 297323.1780584 Edm = 0.0531353 NCalls = 713 -VariableMetric: Iteration # 81 - FCN = 297323.1103559 Edm = 0.0128657 NCalls = 715 -VariableMetric: Iteration # 82 - FCN = 297323.0928777 Edm = 0.00219166 NCalls = 717 -VariableMetric: Iteration # 83 - FCN = 297323.0901481 Edm = 0.00111358 NCalls = 719 -VariableMetric: Iteration # 84 - FCN = 297323.0890902 Edm = 0.000471314 NCalls = 721 -VariableMetric: Iteration # 85 - FCN = 297323.0877784 Edm = 0.000434437 NCalls = 723 -VariableMetric: Iteration # 86 - FCN = 297323.0863458 Edm = 0.000684948 NCalls = 725 -VariableMetric: Iteration # 87 - FCN = 297323.0840137 Edm = 0.000953214 NCalls = 727 -VariableMetric: Iteration # 88 - FCN = 297323.0817232 Edm = 0.000352812 NCalls = 729 -VariableMetric: Iteration # 89 - FCN = 297323.0811032 Edm = 9.75944e-05 NCalls = 731 -VariableMetric: Iteration # 90 - FCN = 297323.0809417 Edm = 1.83184e-05 NCalls = 733 -VariableMetric: After Hessian - FCN = 297323.0809417 Edm = 2.40347e-05 NCalls = 1218 -VariableMetric: Iteration # 91 - FCN = 297323.0809417 Edm = 2.40347e-05 NCalls = 1218 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299412.1738696 Edm = 41.6712 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299412.1738696 Edm = 41.6712 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298990.2258012 Edm = 1.95609 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298950.9983645 Edm = 17.1502 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297944.9242483 Edm = 86.5416 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297718.4061812 Edm = 0.325943 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297717.9721879 Edm = 0.204223 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297716.9341001 Edm = 0.780685 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297639.7388554 Edm = 0.804952 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297638.7463042 Edm = 0.0693314 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297634.907078 Edm = 3.96393 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297613.7103905 Edm = 20.3204 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297415.7817648 Edm = 9.52073 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297408.8557284 Edm = 0.0867777 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297408.7230805 Edm = 0.0521072 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297401.9279893 Edm = 7.31809 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297399.8411581 Edm = 1.95252 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297249.0924711 Edm = 18.025 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297217.5970924 Edm = 3.40127 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297212.9265612 Edm = 0.580475 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297212.3606985 Edm = 0.0273096 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297212.3185665 Edm = 0.0129686 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297211.8170944 Edm = 0.377209 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297209.3554256 Edm = 0.469009 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297208.4274966 Edm = 0.186214 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297208.1520407 Edm = 0.276461 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297207.9642095 Edm = 0.035672 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297207.9000132 Edm = 0.00802645 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297207.8873235 Edm = 0.00682601 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297207.8697056 Edm = 0.0149024 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297207.2669274 Edm = 0.542289 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297202.0161953 Edm = 7.87679 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297182.6827303 Edm = 10.6726 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297178.6264538 Edm = 19.2894 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297175.2495411 Edm = 0.141732 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297175.077068 Edm = 0.0748961 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297174.0831829 Edm = 2.26094 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297172.6883577 Edm = 1.55245 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297172.527542 Edm = 0.278076 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297170.1794069 Edm = 0.656721 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297168.6538624 Edm = 0.0760706 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297168.5734078 Edm = 0.0176483 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297168.5645455 Edm = 0.00326806 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297168.5450862 Edm = 0.0104504 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297168.4834083 Edm = 0.0356059 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297168.1884322 Edm = 0.280926 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297167.9791641 Edm = 0.978776 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297167.9050253 Edm = 0.145447 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297167.5452884 Edm = 0.287132 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297167.0208538 Edm = 0.160868 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297166.8488354 Edm = 0.190335 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297166.5867996 Edm = 0.152799 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297166.438397 Edm = 0.0250534 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297166.3938087 Edm = 0.015053 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297166.113522 Edm = 0.233942 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297154.3376661 Edm = 8.59156 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297144.7472688 Edm = 3.9279 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297142.0388241 Edm = 0.381388 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297141.6818601 Edm = 0.0248368 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297141.6463157 Edm = 0.00876047 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297141.6247096 Edm = 0.0019949 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297141.6159799 Edm = 0.00477641 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297141.4782592 Edm = 0.182917 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297141.4012595 Edm = 0.178519 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297141.3042113 Edm = 0.110305 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297141.1067824 Edm = 0.253885 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297140.7558759 Edm = 0.296161 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297137.3723784 Edm = 4.71829 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297137.0531872 Edm = 0.816865 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297134.6158635 Edm = 2.88355 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297130.7292979 Edm = 3.16954 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297124.3587344 Edm = 2.70361 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297122.1090023 Edm = 0.274614 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297121.8684763 Edm = 0.0417419 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297121.8070601 Edm = 0.0500807 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297121.4943363 Edm = 0.110291 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297121.0987367 Edm = 0.339894 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297120.6386032 Edm = 0.567384 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297119.4741674 Edm = 0.448903 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297119.0116947 Edm = 0.0360028 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297118.9820016 Edm = 0.00175676 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297118.977822 Edm = 0.00318631 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297118.8264796 Edm = 0.139935 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297105.4596995 Edm = 7.95627 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297095.292773 Edm = 2.28763 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297093.3635217 Edm = 0.786269 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297092.701732 Edm = 0.267454 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297092.3323895 Edm = 0.161571 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297092.1196589 Edm = 0.0607408 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297092.0610548 Edm = 0.00296816 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297092.058045 Edm = 0.000309517 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297092.05543 Edm = 0.0018361 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297092.0224917 Edm = 0.0263609 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297091.219662 Edm = 0.868735 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297090.9684466 Edm = 0.320411 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297089.5426499 Edm = 1.45729 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297088.9894444 Edm = 0.463642 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297086.4908485 Edm = 0.0742501 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297086.4410036 Edm = 0.0124423 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297086.4366266 Edm = 0.00187327 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297086.4326 Edm = 0.00244152 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297086.4230709 Edm = 0.00110125 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297086.421875 Edm = 0.000125013 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297086.4214475 Edm = 0.00026971 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297086.4192086 Edm = 0.00283253 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297086.4028752 Edm = 0.0139671 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297086.2298753 Edm = 0.27773 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297085.9726445 Edm = 0.168775 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297085.593729 Edm = 0.167342 NCalls = 349 -VariableMetric: Iteration # 108 - FCN = 297085.5356145 Edm = 0.0167256 NCalls = 351 -VariableMetric: Iteration # 109 - FCN = 297085.5192775 Edm = 0.00188662 NCalls = 353 -VariableMetric: Iteration # 110 - FCN = 297085.5160772 Edm = 0.000801264 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297085.5128641 Edm = 0.00139053 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297085.5091624 Edm = 0.000647734 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297085.5074304 Edm = 0.00124569 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297085.506898 Edm = 0.000629142 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297085.5060507 Edm = 0.000676916 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297085.505435 Edm = 0.000501803 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297085.5041034 Edm = 0.000832941 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297085.502164 Edm = 0.00161181 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297085.5015628 Edm = 0.00136428 NCalls = 384 -VariableMetric: Iteration # 120 - FCN = 297085.4996443 Edm = 0.000533821 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297085.4987206 Edm = 0.000464081 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297085.4983977 Edm = 0.000338387 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297085.4978641 Edm = 0.000139237 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297085.4966571 Edm = 0.000606633 NCalls = 401 -VariableMetric: Iteration # 125 - FCN = 297085.494949 Edm = 0.00469756 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297085.4848392 Edm = 0.00866609 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297085.3773585 Edm = 0.104028 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297085.1827091 Edm = 0.136824 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297085.1691648 Edm = 0.0455267 NCalls = 417 -VariableMetric: Iteration # 130 - FCN = 297085.0311041 Edm = 0.0951304 NCalls = 421 -VariableMetric: Iteration # 131 - FCN = 297084.8267973 Edm = 0.179879 NCalls = 424 -VariableMetric: Iteration # 132 - FCN = 297084.666384 Edm = 0.0542491 NCalls = 426 -VariableMetric: Iteration # 133 - FCN = 297084.5645263 Edm = 0.00929022 NCalls = 428 -VariableMetric: Iteration # 134 - FCN = 297084.541667 Edm = 0.00980038 NCalls = 430 -VariableMetric: Iteration # 135 - FCN = 297084.5138105 Edm = 0.00477148 NCalls = 434 -VariableMetric: Iteration # 136 - FCN = 297084.5068387 Edm = 0.00180024 NCalls = 436 -VariableMetric: Iteration # 137 - FCN = 297084.5058316 Edm = 0.00123227 NCalls = 438 -VariableMetric: Iteration # 138 - FCN = 297084.5043182 Edm = 0.000153404 NCalls = 441 -VariableMetric: Iteration # 139 - FCN = 297084.5040962 Edm = 2.50287e-05 NCalls = 443 -VariableMetric: After Hessian - FCN = 297084.5040962 Edm = 2.18043 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297084.5040962 Edm = 2.18043 NCalls = 924 -VariableMetric: Iteration # 141 - FCN = 297084.0844665 Edm = 11.725 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297084.0833643 Edm = 118.763 NCalls = 931 -VariableMetric: Iteration # 143 - FCN = 297084.0776885 Edm = 2075.03 NCalls = 934 -VariableMetric: Iteration # 144 - FCN = 297084.0447228 Edm = 227.065 NCalls = 938 -VariableMetric: Iteration # 145 - FCN = 297084.0092615 Edm = 544.316 NCalls = 942 -VariableMetric: Iteration # 146 - FCN = 297083.9273905 Edm = 203.943 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297083.8618737 Edm = 109.207 NCalls = 948 -VariableMetric: Iteration # 148 - FCN = 297083.7894636 Edm = 10.2379 NCalls = 951 -VariableMetric: Iteration # 149 - FCN = 297083.752669 Edm = 12.2933 NCalls = 954 -VariableMetric: Iteration # 150 - FCN = 297083.6773914 Edm = 31.9471 NCalls = 957 -VariableMetric: Iteration # 151 - FCN = 297083.5558468 Edm = 22.149 NCalls = 960 -VariableMetric: Iteration # 152 - FCN = 297083.2998244 Edm = 16.2001 NCalls = 962 -VariableMetric: Iteration # 153 - FCN = 297083.2473236 Edm = 5.58012 NCalls = 965 -VariableMetric: Iteration # 154 - FCN = 297083.1298914 Edm = 3.55412 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297083.0968695 Edm = 8.0982 NCalls = 969 -VariableMetric: Iteration # 156 - FCN = 297083.0525754 Edm = 0.770797 NCalls = 971 -VariableMetric: Iteration # 157 - FCN = 297083.0168807 Edm = 1.16151 NCalls = 973 -VariableMetric: Iteration # 158 - FCN = 297082.9913887 Edm = 0.322436 NCalls = 975 -VariableMetric: Iteration # 159 - FCN = 297082.9401587 Edm = 0.877227 NCalls = 977 -VariableMetric: Iteration # 160 - FCN = 297082.8980271 Edm = 0.465152 NCalls = 979 -VariableMetric: Iteration # 161 - FCN = 297082.8671063 Edm = 0.131228 NCalls = 981 -VariableMetric: Iteration # 162 - FCN = 297082.8447191 Edm = 0.0194681 NCalls = 983 -VariableMetric: Iteration # 163 - FCN = 297082.8428105 Edm = 0.00985044 NCalls = 985 -VariableMetric: Iteration # 164 - FCN = 297082.8336929 Edm = 0.00592443 NCalls = 987 -VariableMetric: Iteration # 165 - FCN = 297082.8325721 Edm = 0.00630688 NCalls = 989 -VariableMetric: Iteration # 166 - FCN = 297082.8300984 Edm = 0.00121285 NCalls = 991 -VariableMetric: Iteration # 167 - FCN = 297082.8284843 Edm = 0.00070465 NCalls = 993 -VariableMetric: Iteration # 168 - FCN = 297082.8252515 Edm = 0.00134854 NCalls = 998 -VariableMetric: Iteration # 169 - FCN = 297082.8246259 Edm = 0.000599653 NCalls = 1000 -VariableMetric: Iteration # 170 - FCN = 297082.8239824 Edm = 0.000170168 NCalls = 1002 -VariableMetric: Iteration # 171 - FCN = 297082.8232445 Edm = 0.000476293 NCalls = 1005 -VariableMetric: Iteration # 172 - FCN = 297082.8215556 Edm = 0.000970337 NCalls = 1008 -VariableMetric: Iteration # 173 - FCN = 297082.8190534 Edm = 0.0013521 NCalls = 1011 -VariableMetric: Iteration # 174 - FCN = 297082.8171378 Edm = 0.000566952 NCalls = 1014 -VariableMetric: Iteration # 175 - FCN = 297082.8168496 Edm = 0.00020302 NCalls = 1016 -VariableMetric: Iteration # 176 - FCN = 297082.8165991 Edm = 6.11514e-05 NCalls = 1018 -VariableMetric: After Hessian - FCN = 297082.8165991 Edm = 0.000197864 NCalls = 1495 -VariableMetric: Iteration # 177 - FCN = 297082.8165991 Edm = 0.000197864 NCalls = 1495 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314956.5627376 Edm = 22.1597 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314956.5627376 Edm = 22.1597 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300267.1703666 Edm = 26.2175 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300263.8917519 Edm = 2021.14 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 298008.8356439 Edm = 8349.64 NCalls = 29 -VariableMetric: Iteration # 4 - FCN = 297954.6192717 Edm = 1972.2 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 297842.6558528 Edm = 19.1007 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 297835.3910391 Edm = 0.435318 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297708.528808 Edm = 18.7946 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 297689.9782127 Edm = 0.144979 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 297688.3719971 Edm = 1.233 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297684.1126009 Edm = 0.196516 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297683.5514601 Edm = 0.370128 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297679.5857457 Edm = 3.97723 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297647.7180809 Edm = 12.6419 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297622.0904949 Edm = 6.18064 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297608.4991473 Edm = 0.352129 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297607.9001422 Edm = 0.152554 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297607.3630328 Edm = 0.351558 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297593.608908 Edm = 12.6059 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297561.9601144 Edm = 1.46854 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297560.7042201 Edm = 0.0670542 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297560.5853866 Edm = 0.0515134 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297560.0528 Edm = 0.460538 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297559.9541874 Edm = 0.235859 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297559.2525703 Edm = 0.373992 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297558.9181831 Edm = 0.180148 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297558.8181127 Edm = 0.020847 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297558.6021494 Edm = 0.192589 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297549.0460269 Edm = 11.5721 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297543.2245636 Edm = 6.39175 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297522.8941253 Edm = 30.4989 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297522.0973236 Edm = 0.321855 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297520.6732499 Edm = 1.67853 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297497.5609006 Edm = 8.87186 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297480.4177751 Edm = 41.451 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297476.7957237 Edm = 1.59073 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297476.1204302 Edm = 0.259059 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297475.933324 Edm = 0.0782846 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297475.610563 Edm = 0.133605 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297475.3500563 Edm = 0.0259766 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297475.0789641 Edm = 0.296309 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297458.9324075 Edm = 17.1741 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297433.4422915 Edm = 34.9051 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297399.6688751 Edm = 7.31237 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297394.1498974 Edm = 1.85226 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297392.9412974 Edm = 0.162855 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297392.6047293 Edm = 0.190247 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297391.343225 Edm = 0.476493 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297390.3994952 Edm = 0.39336 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297389.938396 Edm = 0.542888 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297389.1209713 Edm = 0.239855 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297388.4793106 Edm = 0.431778 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297388.2195258 Edm = 0.297263 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297387.6215503 Edm = 0.226951 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297384.9078229 Edm = 1.56795 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297379.6824775 Edm = 12.2404 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297370.0483618 Edm = 27.106 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297354.6194562 Edm = 3.75793 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297348.0677054 Edm = 1.21341 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297344.224046 Edm = 2.34306 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297332.7478254 Edm = 7.62483 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297317.201625 Edm = 5.37688 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297314.2119198 Edm = 1.81593 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297312.8140488 Edm = 0.147317 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297312.2186678 Edm = 0.333892 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297308.5563549 Edm = 0.494867 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297308.292891 Edm = 0.513013 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297307.9702609 Edm = 0.0353241 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297307.938238 Edm = 0.00800971 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297307.9166617 Edm = 0.00758266 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297307.8817353 Edm = 0.0195255 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297307.2311392 Edm = 0.570562 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297288.3210891 Edm = 16.8096 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297264.9726196 Edm = 7.07153 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297257.8769965 Edm = 1.15326 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297256.4525503 Edm = 0.388879 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297256.0650949 Edm = 0.0902676 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297255.9751382 Edm = 0.0318538 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297255.91404 Edm = 0.0192119 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297255.8904824 Edm = 0.00336986 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297255.8861119 Edm = 0.000683815 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297255.8844602 Edm = 0.00108498 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297255.8599098 Edm = 0.023758 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297254.4160895 Edm = 0.940116 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297250.5075787 Edm = 1.86522 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297248.4098567 Edm = 0.297457 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297248.1350039 Edm = 0.0399684 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297248.118164 Edm = 0.00307784 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297248.1152697 Edm = 0.00052568 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297248.113891 Edm = 0.000819543 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297248.0989095 Edm = 0.0135009 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297245.4389305 Edm = 1.08636 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297242.9049682 Edm = 0.171001 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297242.6987193 Edm = 0.00631581 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297242.692463 Edm = 9.82792e-05 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297242.6921048 Edm = 0.000245518 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297242.6663634 Edm = 0.0242271 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297241.4835005 Edm = 0.758793 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297239.583755 Edm = 0.0945374 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297239.5052218 Edm = 0.00308642 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297239.5024642 Edm = 0.000127086 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297239.5022707 Edm = 7.52589e-05 NCalls = 320 -VariableMetric: After Hessian - FCN = 297239.5022707 Edm = 96.8324 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297239.5022707 Edm = 96.8324 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297236.0732958 Edm = 240813 NCalls = 811 -VariableMetric: Iteration # 104 - FCN = 297235.8044671 Edm = 20749.2 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297235.7358985 Edm = 4675.23 NCalls = 822 -VariableMetric: Iteration # 106 - FCN = 297235.3185762 Edm = 19350.5 NCalls = 826 -VariableMetric: Iteration # 107 - FCN = 297234.3089942 Edm = 1238.24 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297230.929407 Edm = 1483.47 NCalls = 834 -VariableMetric: Iteration # 109 - FCN = 297229.803368 Edm = 583.454 NCalls = 838 -VariableMetric: Iteration # 110 - FCN = 297229.0267609 Edm = 244.949 NCalls = 841 -VariableMetric: Iteration # 111 - FCN = 297228.4953217 Edm = 122.624 NCalls = 844 -VariableMetric: Iteration # 112 - FCN = 297227.4132788 Edm = 288.468 NCalls = 847 -VariableMetric: Iteration # 113 - FCN = 297226.5590465 Edm = 80.7961 NCalls = 850 -VariableMetric: Iteration # 114 - FCN = 297226.2678063 Edm = 25.2894 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297226.2250677 Edm = 17.712 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297225.9649319 Edm = 8.66961 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297225.5372631 Edm = 6.19181 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297225.3151608 Edm = 2.41115 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297224.9120823 Edm = 1.60424 NCalls = 864 -VariableMetric: Iteration # 120 - FCN = 297224.626474 Edm = 3.83664 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297223.9395809 Edm = 1.47547 NCalls = 868 -VariableMetric: Iteration # 122 - FCN = 297223.8642679 Edm = 0.963326 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297223.7862179 Edm = 0.245836 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297223.7496659 Edm = 0.350971 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297223.659477 Edm = 0.0234691 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297223.6492158 Edm = 0.0121888 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297223.6449222 Edm = 0.0116085 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297223.6423532 Edm = 0.000989567 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297223.642014 Edm = 0.000332973 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297223.6416795 Edm = 4.50246e-05 NCalls = 886 -VariableMetric: After Hessian - FCN = 297223.6416795 Edm = 3.53285e-05 NCalls = 1377 -VariableMetric: Iteration # 131 - FCN = 297223.6416795 Edm = 3.53285e-05 NCalls = 1377 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307768.3156393 Edm = 40.8466 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307768.3156393 Edm = 40.8466 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303229.9583652 Edm = 6.14607 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303200.7076334 Edm = 42.4079 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303179.2431216 Edm = 13.656 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302427.1183437 Edm = 399.667 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300275.4748181 Edm = 429.643 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299234.6369695 Edm = 101.168 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 299172.7883401 Edm = 1.20649 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299172.245996 Edm = 0.0836723 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 299141.3708398 Edm = 34.3667 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299140.6194906 Edm = 0.736566 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 299095.6243013 Edm = 48.2485 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 299095.3257189 Edm = 0.195022 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 299092.9717279 Edm = 3.24079 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 299084.1354713 Edm = 7.86786 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 298920.5589038 Edm = 49.61 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 298880.6030036 Edm = 15.3301 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 298415.0192668 Edm = 446.295 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 298415.0192668 Edm = 446.295 NCalls = 89 -VariableMetric: After Hessian - FCN = 298415.0192668 Edm = 1.73257e+07 NCalls = 556 -VariableMetric: Iteration # 19 - FCN = 298415.0192668 Edm = 1.73257e+07 NCalls = 556 -VariableMetric: Iteration # 20 - FCN = 298415.0192668 Edm = 1.73257e+07 NCalls = 567 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 343998.6571055 Edm = 4478.18 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 343998.6571055 Edm = 4478.18 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314250.7006772 Edm = 21.2166 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307155.8159162 Edm = 986.796 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 306992.5196419 Edm = 85.8362 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 306932.0961421 Edm = 36.8065 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 302423.9164805 Edm = 51.1208 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 302272.0687758 Edm = 117.025 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 302151.8460283 Edm = 25.6649 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 302130.4143703 Edm = 9.24513 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 301790.2794065 Edm = 309.707 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 299351.2047452 Edm = 1025.39 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 299047.689733 Edm = 678.677 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298149.1505674 Edm = 180.485 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 297905.7970004 Edm = 217.702 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 297682.7131359 Edm = 8.81631 NCalls = 73 -VariableMetric: Iteration # 15 - FCN = 297675.5903319 Edm = 0.653033 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 297674.9831803 Edm = 0.0546315 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297674.7441025 Edm = 0.135767 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297507.7346839 Edm = 37.1922 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297467.303927 Edm = 7.19871 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297462.223739 Edm = 0.0434824 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297462.047713 Edm = 0.150699 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297426.3669477 Edm = 16.1426 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297378.7747709 Edm = 2.89562 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297374.0425026 Edm = 0.649672 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297373.3453385 Edm = 0.00906035 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297373.3331731 Edm = 0.00241258 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297373.2752501 Edm = 0.0519992 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297362.2132805 Edm = 6.66296 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297337.288323 Edm = 3.20055 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297332.7514796 Edm = 0.118252 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297332.643643 Edm = 0.00155455 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297332.6415506 Edm = 0.000763077 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297332.6241231 Edm = 0.015712 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297332.353182 Edm = 0.121576 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297328.4654618 Edm = 2.12409 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297322.7417391 Edm = 0.738644 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297321.9941479 Edm = 0.0824854 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297321.8881318 Edm = 0.00543659 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297321.8816493 Edm = 0.000967593 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297321.8781361 Edm = 0.0030256 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297321.6864864 Edm = 0.188293 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297319.1774264 Edm = 0.182359 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297318.9270087 Edm = 0.00530172 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297318.9217296 Edm = 0.000309026 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297318.9209268 Edm = 0.000572918 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297318.8919238 Edm = 0.031153 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297318.6054209 Edm = 0.0767557 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297317.0384792 Edm = 0.833729 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297315.107652 Edm = 0.315049 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297314.8512603 Edm = 0.0214803 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297314.828362 Edm = 0.000710339 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297314.8273723 Edm = 0.00025953 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297314.8236885 Edm = 0.00390789 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297314.7895756 Edm = 0.0236131 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297314.1229975 Edm = 0.738497 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297313.6947218 Edm = 0.416745 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297309.4880918 Edm = 3.6683 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297309.4127184 Edm = 0.124841 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297308.060565 Edm = 1.15436 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297305.8994313 Edm = 4.25225 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297302.4870302 Edm = 0.716908 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297301.9133231 Edm = 0.174866 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297301.8150748 Edm = 0.0284751 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297301.7856251 Edm = 0.00601148 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297301.7778404 Edm = 0.00324594 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297301.7735446 Edm = 0.00211236 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297301.7672106 Edm = 0.00664232 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297301.6214486 Edm = 0.169276 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297301.2770519 Edm = 0.325882 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297295.1676166 Edm = 3.52005 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297293.1123842 Edm = 0.212576 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297292.8796949 Edm = 0.0362229 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297292.8527973 Edm = 0.00400828 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297292.849127 Edm = 0.000246633 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297292.8487499 Edm = 0.000174829 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297292.8480721 Edm = 0.000318938 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297292.8464263 Edm = 0.00121914 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297292.7565974 Edm = 0.0928182 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297291.6547044 Edm = 0.0841951 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297291.5666557 Edm = 0.000487057 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297291.5660735 Edm = 4.93844e-05 NCalls = 276 -VariableMetric: After Hessian - FCN = 297291.5660735 Edm = 3.52192 NCalls = 749 -VariableMetric: Iteration # 82 - FCN = 297291.5660735 Edm = 3.52192 NCalls = 749 -VariableMetric: Iteration # 83 - FCN = 297290.719095 Edm = 2.71211 NCalls = 751 -VariableMetric: Iteration # 84 - FCN = 297289.8568794 Edm = 0.112447 NCalls = 754 -VariableMetric: Iteration # 85 - FCN = 297289.7759082 Edm = 0.0387285 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297289.7526736 Edm = 0.00686688 NCalls = 758 -VariableMetric: Iteration # 87 - FCN = 297289.7359381 Edm = 0.00909271 NCalls = 760 -VariableMetric: Iteration # 88 - FCN = 297289.7029247 Edm = 0.00642061 NCalls = 763 -VariableMetric: Iteration # 89 - FCN = 297289.6963139 Edm = 0.00127206 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297289.6952931 Edm = 0.000221518 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297289.6948289 Edm = 0.000202208 NCalls = 768 -VariableMetric: Iteration # 92 - FCN = 297289.6942639 Edm = 4.05004e-05 NCalls = 771 -VariableMetric: After Hessian - FCN = 297289.6942639 Edm = 0.00139291 NCalls = 1252 -VariableMetric: Iteration # 93 - FCN = 297289.6942639 Edm = 0.00139291 NCalls = 1252 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315613.1009166 Edm = 45.2182 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315613.1009166 Edm = 45.2182 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298395.2889528 Edm = 26.9464 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298264.1686557 Edm = 1123.31 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298133.7892604 Edm = 484.75 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297985.9736092 Edm = 59.4418 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297962.5661533 Edm = 2.59117 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297758.9042613 Edm = 114.145 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297667.9159591 Edm = 2.5545 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297660.4755205 Edm = 2.83187 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297619.4102837 Edm = 4.82081 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297613.724383 Edm = 0.136272 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297613.5157815 Edm = 0.0448475 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297607.9313044 Edm = 4.80107 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297532.4855377 Edm = 7.6022 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297523.9403842 Edm = 0.674032 NCalls = 47 -VariableMetric: Iteration # 15 - FCN = 297522.8026215 Edm = 0.0176286 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 297522.7692783 Edm = 0.0140771 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297521.9326496 Edm = 0.605931 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297480.3203437 Edm = 19.2097 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297473.8367447 Edm = 15.6817 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297459.3097866 Edm = 0.934302 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297456.8598368 Edm = 0.910974 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297452.042312 Edm = 0.180329 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297451.8921729 Edm = 0.0718473 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297451.8465484 Edm = 0.00562459 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297451.8293659 Edm = 0.00154582 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297451.8226205 Edm = 0.00477693 NCalls = 81 -VariableMetric: Iteration # 27 - FCN = 297450.2739189 Edm = 1.56353 NCalls = 87 -VariableMetric: Iteration # 28 - FCN = 297437.811439 Edm = 9.87689 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297429.458936 Edm = 16.337 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297420.794687 Edm = 1.98009 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297419.088643 Edm = 0.641129 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297418.6278401 Edm = 0.0225151 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297418.6077967 Edm = 0.00413273 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297418.6035763 Edm = 0.00113777 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297418.5979553 Edm = 0.00446362 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297416.7362389 Edm = 1.3066 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297412.9182631 Edm = 0.506197 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297412.5660475 Edm = 0.0176504 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297412.552218 Edm = 0.000341149 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297412.549029 Edm = 0.00376472 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297412.4731269 Edm = 0.0982907 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297412.4703921 Edm = 0.00247295 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297411.9509233 Edm = 0.0641228 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297410.0390287 Edm = 0.298708 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297409.6414612 Edm = 0.0644529 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297409.584108 Edm = 0.00187079 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297409.5820213 Edm = 0.000148206 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297409.5802509 Edm = 0.0015805 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297409.2481193 Edm = 0.280813 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297406.9402557 Edm = 0.151649 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297406.7736711 Edm = 0.00418362 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297406.7690795 Edm = 9.71014e-05 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297406.7689232 Edm = 5.20619e-05 NCalls = 170 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309185.676871 Edm = 204.301 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309185.676871 Edm = 204.301 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307468.5549056 Edm = 41.6196 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 307249.0922545 Edm = 338.775 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 303560.6884151 Edm = 1.94184 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 303522.729394 Edm = 4.20238 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 303311.6584337 Edm = 120.991 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 302817.8405272 Edm = 1590.09 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 302541.7365191 Edm = 90.4723 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 300926.3364391 Edm = 278.017 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 300852.5572554 Edm = 86.5077 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 300644.5648775 Edm = 351.475 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 300635.11445 Edm = 168.788 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 300611.1670449 Edm = 16.557 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298995.3656107 Edm = 250.101 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 298964.0419124 Edm = 248.5 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 298719.7579456 Edm = 75.5229 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298681.6053776 Edm = 3.46226 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 298647.163572 Edm = 51.3108 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297820.108182 Edm = 1.29744 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297799.5161351 Edm = 5.78544 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297770.8648573 Edm = 2.2945 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297768.9236442 Edm = 0.511662 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297764.4832467 Edm = 0.124424 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297764.3003569 Edm = 0.0522239 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297763.8632394 Edm = 0.324113 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297744.9267779 Edm = 16.1451 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297727.7921879 Edm = 17.0019 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297704.0619308 Edm = 16.8869 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297697.5946112 Edm = 9.50351 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297674.7276896 Edm = 2.38549 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297672.1631469 Edm = 1.37596 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297643.7777996 Edm = 16.074 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297643.4665281 Edm = 3.59787 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297636.0458117 Edm = 5.98166 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297634.3437181 Edm = 1.75075 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297633.0543396 Edm = 0.104702 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297632.3281948 Edm = 0.695932 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297618.2762828 Edm = 10.9438 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297541.1535284 Edm = 2.79933 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297532.8165697 Edm = 6.17213 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297527.8876779 Edm = 2.80006 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297521.9363316 Edm = 1.89154 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297519.5837243 Edm = 0.480447 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297518.586932 Edm = 0.0633911 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297518.4593088 Edm = 0.0407474 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297513.8385947 Edm = 5.26876 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297513.8385947 Edm = 5.26876 NCalls = 179 -VariableMetric: After Hessian - FCN = 297513.8385947 Edm = 38574 NCalls = 652 -VariableMetric: Iteration # 47 - FCN = 297513.8385947 Edm = 38574 NCalls = 652 -VariableMetric: Iteration # 48 - FCN = 297491.8391986 Edm = 31977.5 NCalls = 660 -VariableMetric: Iteration # 49 - FCN = 297489.9997604 Edm = 2.6242 NCalls = 667 -VariableMetric: Iteration # 50 - FCN = 297419.795249 Edm = 4.52474 NCalls = 673 -VariableMetric: Iteration # 51 - FCN = 297410.984544 Edm = 4.57465 NCalls = 676 -VariableMetric: Iteration # 52 - FCN = 297392.5722326 Edm = 2.16456 NCalls = 679 -VariableMetric: Iteration # 53 - FCN = 297391.0885576 Edm = 1.14191 NCalls = 681 -VariableMetric: Iteration # 54 - FCN = 297370.6672423 Edm = 10.6576 NCalls = 685 -VariableMetric: Iteration # 55 - FCN = 297352.8114713 Edm = 0.666493 NCalls = 688 -VariableMetric: Iteration # 56 - FCN = 297350.7808251 Edm = 1.59667 NCalls = 690 -VariableMetric: Iteration # 57 - FCN = 297340.8965064 Edm = 2.01324 NCalls = 694 -VariableMetric: Iteration # 58 - FCN = 297338.4052038 Edm = 0.682711 NCalls = 696 -VariableMetric: Iteration # 59 - FCN = 297337.4463584 Edm = 0.643011 NCalls = 698 -VariableMetric: Iteration # 60 - FCN = 297335.8836539 Edm = 1.31897 NCalls = 701 -VariableMetric: Iteration # 61 - FCN = 297331.9813917 Edm = 3.74312 NCalls = 705 -VariableMetric: Iteration # 62 - FCN = 297326.9944115 Edm = 1.61626 NCalls = 709 -VariableMetric: Iteration # 63 - FCN = 297325.1145602 Edm = 0.376277 NCalls = 712 -VariableMetric: Iteration # 64 - FCN = 297323.8210063 Edm = 0.428728 NCalls = 714 -VariableMetric: Iteration # 65 - FCN = 297322.7194855 Edm = 0.232024 NCalls = 717 -VariableMetric: Iteration # 66 - FCN = 297322.2549446 Edm = 0.172089 NCalls = 719 -VariableMetric: Iteration # 67 - FCN = 297321.4290099 Edm = 0.508264 NCalls = 722 -VariableMetric: Iteration # 68 - FCN = 297319.1145796 Edm = 0.359342 NCalls = 725 -VariableMetric: Iteration # 69 - FCN = 297318.677394 Edm = 0.0731689 NCalls = 727 -VariableMetric: Iteration # 70 - FCN = 297318.0319501 Edm = 0.404932 NCalls = 730 -VariableMetric: Iteration # 71 - FCN = 297316.1917056 Edm = 0.223369 NCalls = 733 -VariableMetric: Iteration # 72 - FCN = 297315.9912562 Edm = 0.0743308 NCalls = 735 -VariableMetric: Iteration # 73 - FCN = 297315.7032954 Edm = 0.215587 NCalls = 737 -VariableMetric: Iteration # 74 - FCN = 297314.7816908 Edm = 0.775257 NCalls = 739 -VariableMetric: Iteration # 75 - FCN = 297313.0802092 Edm = 0.346188 NCalls = 742 -VariableMetric: Iteration # 76 - FCN = 297312.6354285 Edm = 0.0247386 NCalls = 744 -VariableMetric: Iteration # 77 - FCN = 297312.5926943 Edm = 0.0189936 NCalls = 746 -VariableMetric: Iteration # 78 - FCN = 297312.4944398 Edm = 0.0947495 NCalls = 749 -VariableMetric: Iteration # 79 - FCN = 297312.1698983 Edm = 0.0625542 NCalls = 753 -VariableMetric: Iteration # 80 - FCN = 297312.1003971 Edm = 0.00390918 NCalls = 755 -VariableMetric: Iteration # 81 - FCN = 297312.072133 Edm = 0.0238011 NCalls = 758 -VariableMetric: Iteration # 82 - FCN = 297311.7250297 Edm = 0.0403526 NCalls = 761 -VariableMetric: Iteration # 83 - FCN = 297311.6697968 Edm = 0.00834676 NCalls = 763 -VariableMetric: Iteration # 84 - FCN = 297311.3587773 Edm = 0.17759 NCalls = 767 -VariableMetric: Iteration # 85 - FCN = 297310.8297563 Edm = 0.0288254 NCalls = 769 -VariableMetric: Iteration # 86 - FCN = 297310.7890486 Edm = 0.00367777 NCalls = 771 -VariableMetric: Iteration # 87 - FCN = 297310.784142 Edm = 0.00160466 NCalls = 773 -VariableMetric: Iteration # 88 - FCN = 297310.7499539 Edm = 0.0272135 NCalls = 777 -VariableMetric: Iteration # 89 - FCN = 297310.5585035 Edm = 0.00751935 NCalls = 780 -VariableMetric: Iteration # 90 - FCN = 297310.5494733 Edm = 0.000886187 NCalls = 782 -VariableMetric: Iteration # 91 - FCN = 297310.5293391 Edm = 0.016137 NCalls = 786 -VariableMetric: Iteration # 92 - FCN = 297310.3329764 Edm = 0.0320843 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297310.2909613 Edm = 0.00153474 NCalls = 791 -VariableMetric: Iteration # 94 - FCN = 297310.2881242 Edm = 0.00117252 NCalls = 793 -VariableMetric: Iteration # 95 - FCN = 297310.2303395 Edm = 0.0481379 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297309.8655176 Edm = 0.0123139 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297309.8517678 Edm = 0.00177446 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297309.8444675 Edm = 0.00650865 NCalls = 805 -VariableMetric: Iteration # 99 - FCN = 297309.7551009 Edm = 0.0500255 NCalls = 810 -VariableMetric: Iteration # 100 - FCN = 297309.6206533 Edm = 0.00559451 NCalls = 812 -VariableMetric: Iteration # 101 - FCN = 297309.6144499 Edm = 0.000536581 NCalls = 814 -VariableMetric: Iteration # 102 - FCN = 297309.6133402 Edm = 0.000524719 NCalls = 816 -VariableMetric: Iteration # 103 - FCN = 297309.5956979 Edm = 0.016196 NCalls = 820 -VariableMetric: Iteration # 104 - FCN = 297309.4823638 Edm = 0.0111385 NCalls = 823 -VariableMetric: Iteration # 105 - FCN = 297309.4702059 Edm = 0.000230725 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297309.469881 Edm = 0.000113257 NCalls = 827 -VariableMetric: Iteration # 107 - FCN = 297309.4684045 Edm = 0.00142856 NCalls = 831 -VariableMetric: Iteration # 108 - FCN = 297309.4379786 Edm = 0.00611646 NCalls = 837 -VariableMetric: Iteration # 109 - FCN = 297309.4289085 Edm = 0.00026802 NCalls = 839 -VariableMetric: Iteration # 110 - FCN = 297309.4284321 Edm = 0.000205509 NCalls = 841 -VariableMetric: Iteration # 111 - FCN = 297309.4207822 Edm = 0.00622452 NCalls = 846 -VariableMetric: Iteration # 112 - FCN = 297309.3824708 Edm = 0.00273768 NCalls = 849 -VariableMetric: Iteration # 113 - FCN = 297309.3792989 Edm = 6.16987e-05 NCalls = 851 -VariableMetric: After Hessian - FCN = 297309.3792989 Edm = 0.00197287 NCalls = 1336 -VariableMetric: Iteration # 114 - FCN = 297309.3792989 Edm = 0.00197287 NCalls = 1336 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313441.6178358 Edm = 46.493 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313441.6178358 Edm = 46.493 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301006.1891768 Edm = 3.56756 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300129.6826997 Edm = 5.86179 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 300126.571229 Edm = 9.33761 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299675.3073708 Edm = 351.995 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299660.634525 Edm = 21.2183 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299282.5782534 Edm = 80.0762 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 299154.2005116 Edm = 6.54408 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 299146.7677048 Edm = 13.825 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 299018.3182868 Edm = 426.776 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298247.9443775 Edm = 14.2756 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298197.3655224 Edm = 9.8822 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298149.15143 Edm = 7.6282 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298115.5023981 Edm = 5.41452 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298106.4038961 Edm = 6.99386 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 298096.6863935 Edm = 3.91593 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 298087.0306217 Edm = 2.20692 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 298084.6334807 Edm = 1.23738 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 298082.6476041 Edm = 0.422962 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 298081.4601288 Edm = 0.442625 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 298080.9407631 Edm = 0.408353 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 298077.7733106 Edm = 2.81668 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 298055.4479474 Edm = 23.6934 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 298025.0376733 Edm = 22.2404 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 298007.8647486 Edm = 26.6178 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297985.1471831 Edm = 26.7706 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297935.9314675 Edm = 4.94695 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297930.2267582 Edm = 0.487662 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297929.6677541 Edm = 0.167107 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297928.8086793 Edm = 0.677931 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297920.7405204 Edm = 9.59282 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297907.3410421 Edm = 28.8112 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297905.9450611 Edm = 1.97789 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297892.8592875 Edm = 8.67092 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297881.6195587 Edm = 27.9189 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297863.6712388 Edm = 5.74112 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297848.2893354 Edm = 2.31627 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297846.1529738 Edm = 0.699867 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297845.5741748 Edm = 0.459452 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297845.1566887 Edm = 0.416285 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297839.4815902 Edm = 4.25242 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297814.8743911 Edm = 21.6126 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297811.5825623 Edm = 9.21466 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297806.0876438 Edm = 4.41327 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297792.8196353 Edm = 6.42647 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297754.8392254 Edm = 21.0155 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297722.6325425 Edm = 2.22869 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297716.2323199 Edm = 4.29802 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297705.6882027 Edm = 2.40272 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297699.466532 Edm = 2.65637 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297697.7933059 Edm = 0.746761 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297696.5072615 Edm = 0.147797 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297696.3224046 Edm = 0.054572 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297696.1490258 Edm = 0.125326 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297695.5157814 Edm = 0.990131 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297694.0065321 Edm = 1.32066 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297637.955167 Edm = 23.7668 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297620.63 Edm = 3.51394 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297618.2249165 Edm = 2.20861 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297616.1188243 Edm = 0.337444 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297615.4033677 Edm = 0.376474 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297613.7952059 Edm = 0.134778 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297613.5442195 Edm = 0.148159 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297613.4213423 Edm = 0.162642 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297612.6958297 Edm = 0.772273 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297611.5125977 Edm = 0.939468 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297609.6113676 Edm = 0.303301 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297609.1356983 Edm = 0.449666 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297608.7978644 Edm = 0.837025 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297605.9762949 Edm = 2.06135 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297605.4801538 Edm = 1.10133 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297604.0133464 Edm = 1.43526 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297600.94145 Edm = 2.70717 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297598.0443411 Edm = 2.77339 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297595.1201476 Edm = 2.76506 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297591.8955651 Edm = 7.40112 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297589.9530184 Edm = 1.08801 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297588.3183852 Edm = 0.701883 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297586.9042099 Edm = 1.48344 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297580.3804963 Edm = 6.9075 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297560.9512642 Edm = 7.37479 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297551.8207773 Edm = 2.03666 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297550.7081049 Edm = 0.452096 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297550.1674646 Edm = 0.142337 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297549.9928416 Edm = 0.0450213 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297549.6549816 Edm = 0.249442 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297548.4947721 Edm = 0.860778 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297547.8020408 Edm = 0.553278 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297547.1527255 Edm = 0.638954 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297546.7086065 Edm = 0.0944529 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297546.5744551 Edm = 0.0390387 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297546.5099925 Edm = 0.0462969 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297546.4228221 Edm = 0.0140623 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297546.3993451 Edm = 0.00571956 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297546.3695155 Edm = 0.0318307 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297546.1995027 Edm = 0.136424 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297545.0411725 Edm = 1.24708 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297537.1098353 Edm = 2.84382 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297536.1795927 Edm = 5.34791 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297530.7997779 Edm = 4.76541 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297519.2648757 Edm = 1.56854 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297518.4730732 Edm = 1.00318 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297517.2419599 Edm = 0.573139 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297516.5734199 Edm = 0.390948 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297515.6666102 Edm = 0.523787 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297515.1254575 Edm = 0.539928 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297514.1156004 Edm = 0.390137 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297513.5588506 Edm = 0.242384 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297513.394726 Edm = 0.0257684 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297513.363532 Edm = 0.00710182 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297513.3449679 Edm = 0.00747154 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297513.3139161 Edm = 0.0263595 NCalls = 359 -VariableMetric: Iteration # 112 - FCN = 297512.6753706 Edm = 0.618587 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297512.630715 Edm = 0.0329537 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297507.5421787 Edm = 5.14186 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297507.4920589 Edm = 0.0660557 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297507.1286165 Edm = 0.325258 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297503.4806589 Edm = 2.50377 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297500.1643242 Edm = 1.93139 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297498.3285308 Edm = 0.453769 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297497.9490456 Edm = 0.0773879 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297497.8830233 Edm = 0.0137222 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297497.8593575 Edm = 0.00630222 NCalls = 394 -VariableMetric: Iteration # 123 - FCN = 297497.8387231 Edm = 0.00229493 NCalls = 396 -VariableMetric: Iteration # 124 - FCN = 297497.8356753 Edm = 0.00102167 NCalls = 398 -VariableMetric: Iteration # 125 - FCN = 297497.829428 Edm = 0.00667512 NCalls = 401 -VariableMetric: Iteration # 126 - FCN = 297497.4513379 Edm = 0.373313 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297493.5469206 Edm = 2.14923 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297492.4552819 Edm = 0.152091 NCalls = 414 -VariableMetric: Iteration # 129 - FCN = 297492.2796803 Edm = 0.00737218 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297492.2693565 Edm = 0.00152592 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297492.2674603 Edm = 0.000544481 NCalls = 420 -VariableMetric: Iteration # 132 - FCN = 297492.2651984 Edm = 0.00176057 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297492.2224666 Edm = 0.0452767 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297491.7281684 Edm = 0.35599 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297489.0370427 Edm = 0.232281 NCalls = 436 -VariableMetric: Iteration # 136 - FCN = 297488.7717853 Edm = 0.0189354 NCalls = 438 -VariableMetric: Iteration # 137 - FCN = 297488.7498721 Edm = 0.000466766 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297488.7492783 Edm = 0.000170518 NCalls = 442 -VariableMetric: Iteration # 139 - FCN = 297488.748512 Edm = 0.000661717 NCalls = 445 -VariableMetric: Iteration # 140 - FCN = 297488.7374327 Edm = 0.00903027 NCalls = 450 -VariableMetric: Iteration # 141 - FCN = 297488.5570655 Edm = 0.175404 NCalls = 454 -VariableMetric: Iteration # 142 - FCN = 297485.2256 Edm = 2.0475 NCalls = 460 -VariableMetric: Iteration # 143 - FCN = 297483.1693305 Edm = 0.314447 NCalls = 463 -VariableMetric: Iteration # 144 - FCN = 297482.946256 Edm = 0.0191256 NCalls = 465 -VariableMetric: Iteration # 145 - FCN = 297482.9274852 Edm = 0.00112583 NCalls = 466 -VariableMetric: Iteration # 146 - FCN = 297482.9252354 Edm = 0.000310817 NCalls = 468 -VariableMetric: Iteration # 147 - FCN = 297482.924746 Edm = 2.9151e-05 NCalls = 470 -VariableMetric: After Hessian - FCN = 297482.924746 Edm = 2539.39 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297482.924746 Edm = 2539.39 NCalls = 947 -VariableMetric: Iteration # 149 - FCN = 297482.288949 Edm = 216.224 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297482.1062726 Edm = 12.8635 NCalls = 959 -VariableMetric: Iteration # 151 - FCN = 297478.0271406 Edm = 0.413502 NCalls = 963 -VariableMetric: Iteration # 152 - FCN = 297476.0132775 Edm = 0.323281 NCalls = 965 -VariableMetric: Iteration # 153 - FCN = 297475.2068201 Edm = 0.13307 NCalls = 968 -VariableMetric: Iteration # 154 - FCN = 297474.9147355 Edm = 0.0591584 NCalls = 970 -VariableMetric: Iteration # 155 - FCN = 297474.6840646 Edm = 0.0305601 NCalls = 972 -VariableMetric: Iteration # 156 - FCN = 297474.5889068 Edm = 0.0403929 NCalls = 974 -VariableMetric: Iteration # 157 - FCN = 297474.4458346 Edm = 0.0739901 NCalls = 977 -VariableMetric: Iteration # 158 - FCN = 297474.1573217 Edm = 0.660253 NCalls = 980 -VariableMetric: Iteration # 159 - FCN = 297473.7604022 Edm = 1.13625 NCalls = 984 -VariableMetric: Iteration # 160 - FCN = 297472.2868854 Edm = 2.49258 NCalls = 989 -VariableMetric: Iteration # 161 - FCN = 297471.3384044 Edm = 5.08364 NCalls = 992 -VariableMetric: Iteration # 162 - FCN = 297471.1686246 Edm = 0.178672 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297469.6563654 Edm = 6.84506 NCalls = 1000 -VariableMetric: Iteration # 164 - FCN = 297462.9069995 Edm = 12.0583 NCalls = 1007 -VariableMetric: Iteration # 165 - FCN = 297462.8066499 Edm = 0.275645 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297462.1160469 Edm = 1.40382 NCalls = 1012 -VariableMetric: Iteration # 167 - FCN = 297460.9292146 Edm = 0.802838 NCalls = 1016 -VariableMetric: Iteration # 168 - FCN = 297458.6945765 Edm = 2.11684 NCalls = 1019 -VariableMetric: Iteration # 169 - FCN = 297456.5536171 Edm = 0.480194 NCalls = 1021 -VariableMetric: Iteration # 170 - FCN = 297455.9363599 Edm = 0.12768 NCalls = 1024 -VariableMetric: Iteration # 171 - FCN = 297455.7712956 Edm = 0.0805902 NCalls = 1026 -VariableMetric: Iteration # 172 - FCN = 297455.6711512 Edm = 0.0355634 NCalls = 1028 -VariableMetric: Iteration # 173 - FCN = 297455.6113048 Edm = 0.0283044 NCalls = 1030 -VariableMetric: Iteration # 174 - FCN = 297455.5488919 Edm = 0.0136313 NCalls = 1032 -VariableMetric: Iteration # 175 - FCN = 297455.5217368 Edm = 0.00240039 NCalls = 1034 -VariableMetric: Iteration # 176 - FCN = 297455.517564 Edm = 0.00110144 NCalls = 1036 -VariableMetric: Iteration # 177 - FCN = 297455.513525 Edm = 0.00154948 NCalls = 1038 -VariableMetric: Iteration # 178 - FCN = 297455.5071909 Edm = 0.00124343 NCalls = 1040 -VariableMetric: Iteration # 179 - FCN = 297455.5027265 Edm = 0.00219467 NCalls = 1042 -VariableMetric: Iteration # 180 - FCN = 297455.4935791 Edm = 0.00343863 NCalls = 1044 -VariableMetric: Iteration # 181 - FCN = 297455.4752103 Edm = 0.00455692 NCalls = 1047 -VariableMetric: Iteration # 182 - FCN = 297455.467725 Edm = 0.00134431 NCalls = 1049 -VariableMetric: Iteration # 183 - FCN = 297455.4645 Edm = 0.000477568 NCalls = 1051 -VariableMetric: Iteration # 184 - FCN = 297455.4635153 Edm = 0.00030962 NCalls = 1053 -VariableMetric: Iteration # 185 - FCN = 297455.4626789 Edm = 7.56912e-05 NCalls = 1055 -VariableMetric: Iteration # 186 - FCN = 297455.4625644 Edm = 1.70898e-05 NCalls = 1057 -VariableMetric: After Hessian - FCN = 297455.4625644 Edm = 4.92023e-05 NCalls = 1546 -VariableMetric: Iteration # 187 - FCN = 297455.4625644 Edm = 4.92023e-05 NCalls = 1546 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326798.3242295 Edm = 1331.45 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326798.3242295 Edm = 1331.45 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304418.9820625 Edm = 8.65341 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300525.1124774 Edm = 122.469 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 300525.1124774 Edm = 122.469 NCalls = 34 -VariableMetric: After Hessian - FCN = 300525.1124774 Edm = 1.32306e+08 NCalls = 503 -VariableMetric: Iteration # 4 - FCN = 300525.1124774 Edm = 1.32306e+08 NCalls = 503 -VariableMetric: Iteration # 5 - FCN = 297985.3160236 Edm = 9.90388e+07 NCalls = 514 -VariableMetric: Iteration # 6 - FCN = 297913.0037292 Edm = 4007.54 NCalls = 524 -VariableMetric: Iteration # 7 - FCN = 297811.1865965 Edm = 47.941 NCalls = 527 -VariableMetric: Iteration # 8 - FCN = 297664.2617991 Edm = 6.78177 NCalls = 531 -VariableMetric: Iteration # 9 - FCN = 297654.9700706 Edm = 0.559372 NCalls = 533 -VariableMetric: Iteration # 10 - FCN = 297652.4890756 Edm = 1.25939 NCalls = 535 -VariableMetric: Iteration # 11 - FCN = 297612.6501551 Edm = 13.2139 NCalls = 539 -VariableMetric: Iteration # 12 - FCN = 297593.8076368 Edm = 0.552635 NCalls = 541 -VariableMetric: Iteration # 13 - FCN = 297591.7133926 Edm = 1.73896 NCalls = 543 -VariableMetric: Iteration # 14 - FCN = 297525.5417728 Edm = 39.7557 NCalls = 549 -VariableMetric: Iteration # 15 - FCN = 297320.5622056 Edm = 36.2698 NCalls = 551 -VariableMetric: Iteration # 16 - FCN = 297282.6591761 Edm = 5.43243 NCalls = 552 -VariableMetric: Iteration # 17 - FCN = 297277.8848185 Edm = 0.0789488 NCalls = 554 -VariableMetric: Iteration # 18 - FCN = 297277.7874258 Edm = 0.0435103 NCalls = 556 -VariableMetric: Iteration # 19 - FCN = 297276.9122498 Edm = 0.691139 NCalls = 560 -VariableMetric: Iteration # 20 - FCN = 297234.4400337 Edm = 6.04251 NCalls = 565 -VariableMetric: Iteration # 21 - FCN = 297228.7486905 Edm = 0.0337339 NCalls = 566 -VariableMetric: Iteration # 22 - FCN = 297228.6859563 Edm = 0.0215472 NCalls = 568 -VariableMetric: Iteration # 23 - FCN = 297228.0971074 Edm = 0.581952 NCalls = 572 -VariableMetric: Iteration # 24 - FCN = 297220.6736094 Edm = 4.69101 NCalls = 578 -VariableMetric: Iteration # 25 - FCN = 297210.7409314 Edm = 0.100181 NCalls = 580 -VariableMetric: Iteration # 26 - FCN = 297210.6056648 Edm = 0.00482358 NCalls = 582 -VariableMetric: Iteration # 27 - FCN = 297210.5935608 Edm = 0.0073943 NCalls = 584 -VariableMetric: Iteration # 28 - FCN = 297209.8384108 Edm = 0.694474 NCalls = 590 -VariableMetric: Iteration # 29 - FCN = 297198.1122036 Edm = 1.66612 NCalls = 594 -VariableMetric: Iteration # 30 - FCN = 297196.2752221 Edm = 0.017178 NCalls = 596 -VariableMetric: Iteration # 31 - FCN = 297196.2548068 Edm = 0.00308421 NCalls = 598 -VariableMetric: Iteration # 32 - FCN = 297196.2355171 Edm = 0.0178863 NCalls = 601 -VariableMetric: Iteration # 33 - FCN = 297194.640834 Edm = 1.26964 NCalls = 608 -VariableMetric: Iteration # 34 - FCN = 297186.738072 Edm = 0.101395 NCalls = 611 -VariableMetric: Iteration # 35 - FCN = 297186.6343274 Edm = 0.00395855 NCalls = 612 -VariableMetric: Iteration # 36 - FCN = 297186.6213399 Edm = 0.00893631 NCalls = 614 -VariableMetric: Iteration # 37 - FCN = 297186.2189084 Edm = 0.412287 NCalls = 618 -VariableMetric: Iteration # 38 - FCN = 297180.205211 Edm = 4.39614 NCalls = 625 -VariableMetric: Iteration # 39 - FCN = 297155.91775 Edm = 6.49645 NCalls = 627 -VariableMetric: Iteration # 40 - FCN = 297150.7146583 Edm = 0.777403 NCalls = 629 -VariableMetric: Iteration # 41 - FCN = 297149.7654569 Edm = 0.144167 NCalls = 631 -VariableMetric: Iteration # 42 - FCN = 297149.627832 Edm = 0.010462 NCalls = 632 -VariableMetric: Iteration # 43 - FCN = 297149.6166987 Edm = 0.00152335 NCalls = 634 -VariableMetric: Iteration # 44 - FCN = 297149.609796 Edm = 0.00473162 NCalls = 636 -VariableMetric: Iteration # 45 - FCN = 297149.0947065 Edm = 0.401408 NCalls = 641 -VariableMetric: Iteration # 46 - FCN = 297147.376651 Edm = 0.0691793 NCalls = 643 -VariableMetric: Iteration # 47 - FCN = 297147.3143978 Edm = 0.00223487 NCalls = 645 -VariableMetric: Iteration # 48 - FCN = 297147.3122617 Edm = 0.000197794 NCalls = 646 -VariableMetric: Iteration # 49 - FCN = 297147.311436 Edm = 0.000702771 NCalls = 648 -VariableMetric: Iteration # 50 - FCN = 297147.2549875 Edm = 0.0558442 NCalls = 654 -VariableMetric: Iteration # 51 - FCN = 297145.5880545 Edm = 0.306854 NCalls = 658 -VariableMetric: Iteration # 52 - FCN = 297145.3033662 Edm = 0.00693971 NCalls = 659 -VariableMetric: Iteration # 53 - FCN = 297145.2969215 Edm = 0.000722791 NCalls = 660 -VariableMetric: Iteration # 54 - FCN = 297145.293309 Edm = 0.00316836 NCalls = 663 -VariableMetric: Iteration # 55 - FCN = 297145.0832589 Edm = 0.208612 NCalls = 669 -VariableMetric: Iteration # 56 - FCN = 297145.0662268 Edm = 0.0164273 NCalls = 673 -VariableMetric: Iteration # 57 - FCN = 297142.1926537 Edm = 1.12752 NCalls = 680 -VariableMetric: Iteration # 58 - FCN = 297140.7340342 Edm = 0.0532641 NCalls = 682 -VariableMetric: Iteration # 59 - FCN = 297140.6924925 Edm = 0.00907094 NCalls = 684 -VariableMetric: Iteration # 60 - FCN = 297140.6870403 Edm = 0.000121246 NCalls = 686 -VariableMetric: Iteration # 61 - FCN = 297140.6868228 Edm = 0.000133459 NCalls = 688 -VariableMetric: Iteration # 62 - FCN = 297140.6850843 Edm = 0.00240332 NCalls = 692 -VariableMetric: Iteration # 63 - FCN = 297140.6242555 Edm = 0.0651994 NCalls = 699 -VariableMetric: Iteration # 64 - FCN = 297140.6201303 Edm = 0.00406975 NCalls = 704 -VariableMetric: Iteration # 65 - FCN = 297140.5013377 Edm = 0.00213166 NCalls = 711 -VariableMetric: Iteration # 66 - FCN = 297138.7652099 Edm = 0.210419 NCalls = 713 -VariableMetric: Iteration # 67 - FCN = 297138.3769679 Edm = 0.0146786 NCalls = 715 -VariableMetric: Iteration # 68 - FCN = 297138.3598544 Edm = 0.000422233 NCalls = 717 -VariableMetric: Iteration # 69 - FCN = 297138.3592313 Edm = 9.59677e-05 NCalls = 719 -VariableMetric: Iteration # 70 - FCN = 297138.358267 Edm = 0.000607563 NCalls = 722 -VariableMetric: Iteration # 71 - FCN = 297138.3440654 Edm = 0.00956426 NCalls = 726 -VariableMetric: Iteration # 72 - FCN = 297137.9717454 Edm = 0.2243 NCalls = 730 -VariableMetric: Iteration # 73 - FCN = 297136.7747764 Edm = 0.11647 NCalls = 732 -VariableMetric: Iteration # 74 - FCN = 297136.6155433 Edm = 0.0106576 NCalls = 734 -VariableMetric: Iteration # 75 - FCN = 297136.6040212 Edm = 0.00034456 NCalls = 736 -VariableMetric: Iteration # 76 - FCN = 297136.6035101 Edm = 8.37175e-05 NCalls = 738 -VariableMetric: After Hessian - FCN = 297136.6035101 Edm = 2156.75 NCalls = 1215 -VariableMetric: Iteration # 77 - FCN = 297136.6035101 Edm = 2156.75 NCalls = 1215 -VariableMetric: Iteration # 78 - FCN = 297134.3412987 Edm = 240.647 NCalls = 1226 -VariableMetric: Iteration # 79 - FCN = 297134.1789435 Edm = 1.33021 NCalls = 1229 -VariableMetric: Iteration # 80 - FCN = 297131.3706218 Edm = 0.346428 NCalls = 1232 -VariableMetric: Iteration # 81 - FCN = 297129.9325205 Edm = 0.286565 NCalls = 1235 -VariableMetric: Iteration # 82 - FCN = 297129.4122767 Edm = 0.153221 NCalls = 1237 -VariableMetric: Iteration # 83 - FCN = 297129.279556 Edm = 0.10077 NCalls = 1239 -VariableMetric: Iteration # 84 - FCN = 297129.152625 Edm = 0.0217176 NCalls = 1241 -VariableMetric: Iteration # 85 - FCN = 297129.0924256 Edm = 0.0102602 NCalls = 1243 -VariableMetric: Iteration # 86 - FCN = 297129.0607166 Edm = 0.0119834 NCalls = 1245 -VariableMetric: Iteration # 87 - FCN = 297129.0208302 Edm = 0.0131627 NCalls = 1247 -VariableMetric: Iteration # 88 - FCN = 297128.9531873 Edm = 0.0316694 NCalls = 1250 -VariableMetric: Iteration # 89 - FCN = 297128.87431 Edm = 0.0404347 NCalls = 1253 -VariableMetric: Iteration # 90 - FCN = 297128.7871744 Edm = 0.0354008 NCalls = 1255 -VariableMetric: Iteration # 91 - FCN = 297128.5715991 Edm = 0.102265 NCalls = 1258 -VariableMetric: Iteration # 92 - FCN = 297128.4439873 Edm = 0.10835 NCalls = 1260 -VariableMetric: Iteration # 93 - FCN = 297128.1917993 Edm = 0.152305 NCalls = 1262 -VariableMetric: Iteration # 94 - FCN = 297127.7853025 Edm = 0.0978519 NCalls = 1265 -VariableMetric: Iteration # 95 - FCN = 297127.6274158 Edm = 0.0795403 NCalls = 1267 -VariableMetric: Iteration # 96 - FCN = 297127.5218491 Edm = 0.0309697 NCalls = 1270 -VariableMetric: Iteration # 97 - FCN = 297127.4623353 Edm = 0.00999962 NCalls = 1272 -VariableMetric: Iteration # 98 - FCN = 297127.4447218 Edm = 0.00366236 NCalls = 1274 -VariableMetric: Iteration # 99 - FCN = 297127.4377587 Edm = 0.00161568 NCalls = 1276 -VariableMetric: Iteration # 100 - FCN = 297127.4342293 Edm = 0.000771166 NCalls = 1278 -VariableMetric: Iteration # 101 - FCN = 297127.4324639 Edm = 0.000344654 NCalls = 1280 -VariableMetric: Iteration # 102 - FCN = 297127.4316091 Edm = 0.00014033 NCalls = 1282 -VariableMetric: Iteration # 103 - FCN = 297127.4313395 Edm = 1.80439e-05 NCalls = 1284 -VariableMetric: After Hessian - FCN = 297127.4313395 Edm = 5.80407e-05 NCalls = 1769 -VariableMetric: Iteration # 104 - FCN = 297127.4313395 Edm = 5.80407e-05 NCalls = 1769 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302216.181422 Edm = 11.7927 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302216.181422 Edm = 11.7927 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302084.6195078 Edm = 2.29043 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 301982.7678483 Edm = 101.701 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300975.2630676 Edm = 3.97992 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 300970.8691622 Edm = 0.667556 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300956.9096811 Edm = 13.4422 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 299854.5546221 Edm = 1285.31 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299488.5207213 Edm = 613.134 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298673.0576921 Edm = 1005.42 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298448.9261988 Edm = 8.70212 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298436.9944825 Edm = 2.46411 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298423.6363754 Edm = 6.00839 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 298349.1620064 Edm = 43.7576 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297945.0049358 Edm = 82.8043 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297824.4282622 Edm = 31.7593 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297754.2655261 Edm = 17.5383 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297716.0537069 Edm = 2.6386 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297711.7950056 Edm = 0.137935 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297711.4614593 Edm = 0.0610481 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297711.2457146 Edm = 0.0589752 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297709.5213994 Edm = 1.54494 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297653.2573102 Edm = 18.7994 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297622.8331582 Edm = 4.11623 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297618.6914635 Edm = 1.02291 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297617.3238095 Edm = 0.0347303 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297617.2679636 Edm = 0.0206543 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297616.0949877 Edm = 1.03239 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297562.1498592 Edm = 40.3238 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297505.1761309 Edm = 66.7347 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297494.1751524 Edm = 9.16529 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297483.3144713 Edm = 3.82943 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297480.8464414 Edm = 0.455586 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297480.0743673 Edm = 0.148519 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297479.9434854 Edm = 0.01192 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297479.9265265 Edm = 0.00815033 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297479.7397649 Edm = 0.159859 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297473.7489878 Edm = 3.89002 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297462.3812535 Edm = 1.12083 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297460.3948027 Edm = 0.141305 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297460.2526262 Edm = 0.00723521 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297460.2095379 Edm = 0.0422986 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297458.5932368 Edm = 1.89537 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297458.5707435 Edm = 0.0118179 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297457.3671636 Edm = 1.36309 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297455.9071607 Edm = 1.32181 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297428.1533816 Edm = 2.06236 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297426.0734462 Edm = 0.450195 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297425.4568952 Edm = 0.0302911 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297425.4023167 Edm = 0.0111823 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297425.374247 Edm = 0.0120172 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297425.3273315 Edm = 0.0264992 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297424.7852124 Edm = 0.462181 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297408.9943671 Edm = 4.85237 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297401.025669 Edm = 2.28395 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297399.7562481 Edm = 0.17139 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297399.5264083 Edm = 0.0481078 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297399.4476818 Edm = 0.00774543 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297399.4409659 Edm = 0.00219788 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297399.4372312 Edm = 0.0019029 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297399.3998534 Edm = 0.0321438 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297395.2226988 Edm = 2.99572 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297391.9353743 Edm = 1.11086 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297391.068627 Edm = 0.0587182 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297391.0214553 Edm = 0.00202618 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297391.0199347 Edm = 0.000139835 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297391.0193419 Edm = 0.000467084 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297390.9971784 Edm = 0.0293154 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297390.9815839 Edm = 0.0153516 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297389.57005 Edm = 0.117728 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297389.4595575 Edm = 0.00174856 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297389.4576145 Edm = 5.9797e-05 NCalls = 222 -VariableMetric: After Hessian - FCN = 297389.4576145 Edm = 12100.6 NCalls = 689 -VariableMetric: Iteration # 71 - FCN = 297389.4576145 Edm = 12100.6 NCalls = 689 -VariableMetric: Iteration # 72 - FCN = 297384.0461376 Edm = 32302.3 NCalls = 696 -VariableMetric: Iteration # 73 - FCN = 297382.6893658 Edm = 2.12706 NCalls = 699 -VariableMetric: Iteration # 74 - FCN = 297381.4256058 Edm = 0.294847 NCalls = 702 -VariableMetric: Iteration # 75 - FCN = 297379.5053643 Edm = 0.397191 NCalls = 705 -VariableMetric: Iteration # 76 - FCN = 297378.2986237 Edm = 0.319351 NCalls = 707 -VariableMetric: Iteration # 77 - FCN = 297377.2608147 Edm = 0.686892 NCalls = 709 -VariableMetric: Iteration # 78 - FCN = 297374.1869117 Edm = 2.50671 NCalls = 713 -VariableMetric: Iteration # 79 - FCN = 297372.4321575 Edm = 1.1503 NCalls = 716 -VariableMetric: Iteration # 80 - FCN = 297371.3965865 Edm = 1.48972 NCalls = 719 -VariableMetric: Iteration # 81 - FCN = 297368.7371116 Edm = 1.47636 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297367.6610357 Edm = 0.659032 NCalls = 725 -VariableMetric: Iteration # 83 - FCN = 297366.4104233 Edm = 0.240943 NCalls = 727 -VariableMetric: Iteration # 84 - FCN = 297366.083953 Edm = 0.0549877 NCalls = 729 -VariableMetric: Iteration # 85 - FCN = 297365.9691753 Edm = 0.0492705 NCalls = 731 -VariableMetric: Iteration # 86 - FCN = 297365.8705279 Edm = 0.0337954 NCalls = 733 -VariableMetric: Iteration # 87 - FCN = 297365.7666889 Edm = 0.0593983 NCalls = 735 -VariableMetric: Iteration # 88 - FCN = 297365.6052403 Edm = 0.0213889 NCalls = 737 -VariableMetric: Iteration # 89 - FCN = 297365.5703732 Edm = 0.0136582 NCalls = 739 -VariableMetric: Iteration # 90 - FCN = 297365.5367463 Edm = 0.0100288 NCalls = 741 -VariableMetric: Iteration # 91 - FCN = 297365.5142725 Edm = 0.00244317 NCalls = 743 -VariableMetric: Iteration # 92 - FCN = 297365.5063214 Edm = 0.00270556 NCalls = 745 -VariableMetric: Iteration # 93 - FCN = 297365.4991287 Edm = 0.00191511 NCalls = 747 -VariableMetric: Iteration # 94 - FCN = 297365.4881518 Edm = 0.000867731 NCalls = 750 -VariableMetric: Iteration # 95 - FCN = 297365.4851507 Edm = 0.00156533 NCalls = 752 -VariableMetric: Iteration # 96 - FCN = 297365.4795964 Edm = 0.000931546 NCalls = 754 -VariableMetric: Iteration # 97 - FCN = 297365.4762926 Edm = 0.00139988 NCalls = 756 -VariableMetric: Iteration # 98 - FCN = 297365.4730798 Edm = 0.000724067 NCalls = 758 -VariableMetric: Iteration # 99 - FCN = 297365.4703444 Edm = 0.00146276 NCalls = 760 -VariableMetric: Iteration # 100 - FCN = 297365.4592198 Edm = 0.00218046 NCalls = 763 -VariableMetric: Iteration # 101 - FCN = 297365.4495354 Edm = 0.0049852 NCalls = 765 -VariableMetric: Iteration # 102 - FCN = 297365.4311102 Edm = 0.00239797 NCalls = 767 -VariableMetric: Iteration # 103 - FCN = 297365.4063919 Edm = 0.0100389 NCalls = 770 -VariableMetric: Iteration # 104 - FCN = 297365.3882984 Edm = 0.00125528 NCalls = 772 -VariableMetric: Iteration # 105 - FCN = 297365.3869497 Edm = 0.000317728 NCalls = 774 -VariableMetric: Iteration # 106 - FCN = 297365.3856403 Edm = 0.000272006 NCalls = 776 -VariableMetric: Iteration # 107 - FCN = 297365.3851282 Edm = 0.000102203 NCalls = 778 -VariableMetric: Iteration # 108 - FCN = 297365.3842445 Edm = 0.000571132 NCalls = 781 -VariableMetric: Iteration # 109 - FCN = 297365.3785021 Edm = 0.00159093 NCalls = 784 -VariableMetric: Iteration # 110 - FCN = 297365.3745265 Edm = 0.00147528 NCalls = 786 -VariableMetric: Iteration # 111 - FCN = 297365.3585123 Edm = 0.0017372 NCalls = 789 -VariableMetric: Iteration # 112 - FCN = 297365.3562351 Edm = 0.000623339 NCalls = 791 -VariableMetric: Iteration # 113 - FCN = 297365.3546365 Edm = 0.00144505 NCalls = 793 -VariableMetric: Iteration # 114 - FCN = 297365.3502943 Edm = 0.000166103 NCalls = 796 -VariableMetric: Iteration # 115 - FCN = 297365.3500995 Edm = 3.09712e-05 NCalls = 798 -VariableMetric: After Hessian - FCN = 297365.3500995 Edm = 0.0134623 NCalls = 1289 -VariableMetric: Iteration # 116 - FCN = 297365.3500995 Edm = 0.0134623 NCalls = 1289 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306650.6373658 Edm = 3058.91 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306650.6373658 Edm = 3058.91 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300028.9558245 Edm = 2.56491 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299923.2059788 Edm = 11.6484 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298793.1053837 Edm = 190.069 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298168.395917 Edm = 68.1725 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298096.8616902 Edm = 2.26634 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298095.4528391 Edm = 0.703759 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297835.8008635 Edm = 44.5501 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297801.8726583 Edm = 1.20683 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297800.7576308 Edm = 0.0834309 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297800.0025433 Edm = 0.563825 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297744.2760206 Edm = 27.2637 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297693.7530476 Edm = 4.844 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297689.380993 Edm = 0.0996568 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297689.2132365 Edm = 0.0634033 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297685.4376265 Edm = 3.69915 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297640.6607133 Edm = 26.4288 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297587.6720494 Edm = 3.95547 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297585.317964 Edm = 0.082702 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297585.1820337 Edm = 0.0450949 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297582.4540637 Edm = 2.83322 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297498.7739942 Edm = 2.10723 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297363.5315578 Edm = 40.6204 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297282.5346169 Edm = 29.0601 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297268.4672562 Edm = 3.32582 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297264.4422428 Edm = 0.603947 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297264.1612008 Edm = 0.0343985 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297264.1217058 Edm = 0.00467032 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297264.108318 Edm = 0.0112639 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297263.7937332 Edm = 0.31258 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297244.0801847 Edm = 14.1717 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297214.9505921 Edm = 6.92673 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297207.8730512 Edm = 0.52137 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297207.480246 Edm = 0.0142174 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297207.4567241 Edm = 0.0124239 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297207.3213859 Edm = 0.198355 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297205.4744708 Edm = 1.4787 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297185.4174272 Edm = 2.68727 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297182.4130789 Edm = 0.250685 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297181.9942157 Edm = 0.120391 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297181.7387779 Edm = 0.0400784 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297181.6928889 Edm = 0.00519741 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297181.6846744 Edm = 0.00303571 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297181.6754431 Edm = 0.00561344 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297181.4950065 Edm = 0.143212 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297178.1272895 Edm = 3.60139 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297176.5925411 Edm = 1.31323 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297169.0707012 Edm = 6.90019 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297165.2069781 Edm = 0.884256 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297164.3295007 Edm = 0.356516 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297163.4036922 Edm = 0.408701 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297162.1143583 Edm = 0.238733 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297161.8392391 Edm = 0.113825 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297161.7809508 Edm = 0.167006 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297161.5820488 Edm = 0.042988 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297161.5247602 Edm = 0.011931 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297161.5164323 Edm = 0.0032214 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297161.5121147 Edm = 0.000570788 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297161.5109658 Edm = 0.000535788 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297161.5045041 Edm = 0.00694005 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297161.3834952 Edm = 0.122992 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297161.3556436 Edm = 0.0268713 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297161.0080775 Edm = 0.47427 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297155.6045053 Edm = 1.88694 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297153.0680203 Edm = 1.21774 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297151.8872241 Edm = 0.402968 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297151.7576842 Edm = 0.0967425 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297151.664118 Edm = 0.00211029 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297151.6619695 Edm = 0.000590351 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297151.6591346 Edm = 0.00146903 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297151.6523391 Edm = 0.00336471 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297151.5112321 Edm = 0.133696 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297145.8308818 Edm = 0.807406 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297144.7174938 Edm = 0.419375 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297144.2909626 Edm = 0.374732 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297144.0126695 Edm = 0.131865 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297143.8431323 Edm = 0.0395727 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297143.7902256 Edm = 0.0116117 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297143.7777687 Edm = 0.00141808 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297143.7762099 Edm = 0.000148275 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297143.7757763 Edm = 0.000235145 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297143.7628698 Edm = 0.0129693 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297143.4971605 Edm = 0.161297 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297142.4192392 Edm = 0.121403 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297142.2804474 Edm = 0.00522812 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297142.2746352 Edm = 0.000550068 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297142.2740469 Edm = 5.67703e-05 NCalls = 272 -VariableMetric: After Hessian - FCN = 297142.2740469 Edm = 1.26459 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297142.2740469 Edm = 1.26459 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297142.1336688 Edm = 1.01166 NCalls = 751 -VariableMetric: Iteration # 89 - FCN = 297141.7524454 Edm = 0.621016 NCalls = 753 -VariableMetric: Iteration # 90 - FCN = 297141.4449341 Edm = 0.247697 NCalls = 755 -VariableMetric: Iteration # 91 - FCN = 297141.2138885 Edm = 0.132507 NCalls = 757 -VariableMetric: Iteration # 92 - FCN = 297141.1621728 Edm = 0.0325672 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297141.1294526 Edm = 0.0346026 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297141.0880151 Edm = 0.0262472 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297141.0634682 Edm = 0.0225427 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297141.0376247 Edm = 0.0156608 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297141.0261824 Edm = 0.00675529 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297141.021763 Edm = 0.00296053 NCalls = 775 -VariableMetric: Iteration # 99 - FCN = 297141.0161171 Edm = 0.00155471 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297141.0141507 Edm = 0.00115852 NCalls = 780 -VariableMetric: Iteration # 101 - FCN = 297141.0126545 Edm = 0.000416783 NCalls = 783 -VariableMetric: Iteration # 102 - FCN = 297141.0120137 Edm = 6.54412e-05 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297141.0119195 Edm = 1.36149e-05 NCalls = 787 -VariableMetric: After Hessian - FCN = 297141.0119195 Edm = 1.83283e-05 NCalls = 1274 -VariableMetric: Iteration # 104 - FCN = 297141.0119195 Edm = 1.83283e-05 NCalls = 1274 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319367.1197629 Edm = 138.295 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319367.1197629 Edm = 138.295 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302295.1516486 Edm = 8.09781 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302062.2923875 Edm = 5.02821 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302046.460474 Edm = 5.41519 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301179.2104148 Edm = 266.829 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 300561.9495556 Edm = 7.20636 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 300559.0689643 Edm = 0.806906 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 300558.1188887 Edm = 0.589143 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 300239.836509 Edm = 429.998 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 300238.8812277 Edm = 1.04361 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 300216.061105 Edm = 23.2815 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 300180.1117943 Edm = 34.9405 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 300175.5519089 Edm = 3.85432 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 299116.5270721 Edm = 503.175 NCalls = 71 -VariableMetric: Iteration # 14 - FCN = 298870.7445053 Edm = 130.042 NCalls = 73 -VariableMetric: Iteration # 15 - FCN = 298632.552126 Edm = 156.785 NCalls = 77 -VariableMetric: Iteration # 16 - FCN = 298461.5399062 Edm = 291.833 NCalls = 84 -VariableMetric: Iteration # 17 - FCN = 298203.1082819 Edm = 533.106 NCalls = 86 -VariableMetric: Iteration # 18 - FCN = 297757.6967738 Edm = 130.331 NCalls = 89 -VariableMetric: Iteration # 19 - FCN = 297593.4408277 Edm = 6.05038 NCalls = 92 -VariableMetric: Iteration # 20 - FCN = 297579.7422452 Edm = 0.189146 NCalls = 95 -VariableMetric: Iteration # 21 - FCN = 297579.5152816 Edm = 0.0265509 NCalls = 97 -VariableMetric: Iteration # 22 - FCN = 297579.334867 Edm = 0.177354 NCalls = 100 -VariableMetric: Iteration # 23 - FCN = 297542.0705418 Edm = 2.01903 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 297435.8202144 Edm = 15.957 NCalls = 110 -VariableMetric: Iteration # 25 - FCN = 297423.2068975 Edm = 1.17513 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297422.1842338 Edm = 0.0305435 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297422.0664093 Edm = 0.0240912 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297421.961247 Edm = 0.075387 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297381.8758773 Edm = 15.736 NCalls = 124 -VariableMetric: Iteration # 30 - FCN = 297351.4648578 Edm = 1.52309 NCalls = 127 -VariableMetric: Iteration # 31 - FCN = 297349.6607471 Edm = 0.217982 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297349.4349461 Edm = 0.0120553 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297349.4166429 Edm = 0.00410306 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297348.922721 Edm = 0.451714 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297323.5063521 Edm = 13.3355 NCalls = 144 -VariableMetric: Iteration # 36 - FCN = 297292.7474228 Edm = 2.51552 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297290.4859523 Edm = 1.25449 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297289.1728807 Edm = 0.249784 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297288.826425 Edm = 0.00767859 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297288.8140822 Edm = 0.00307596 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297288.7170313 Edm = 0.0895871 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297281.2249984 Edm = 4.05879 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297273.0034235 Edm = 1.9688 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297271.7689871 Edm = 0.298185 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297271.4740813 Edm = 0.112808 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297271.1772007 Edm = 0.0403802 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297271.1041045 Edm = 0.0102015 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297271.094651 Edm = 0.00336857 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297271.0913478 Edm = 0.000559865 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297271.0859621 Edm = 0.00428244 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297270.8874042 Edm = 0.157006 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297268.433262 Edm = 3.48998 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297263.8270024 Edm = 1.84978 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297261.4804599 Edm = 0.195874 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297261.2993455 Edm = 0.0249958 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297261.2702193 Edm = 0.00321993 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297261.2664152 Edm = 0.000502091 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297261.2644132 Edm = 0.00160316 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297261.1300114 Edm = 0.13164 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297253.7845558 Edm = 3.6246 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297247.3780796 Edm = 0.208081 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297247.1990039 Edm = 0.0124977 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297247.1907443 Edm = 0.00057244 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297247.19005 Edm = 0.000162506 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297247.1892449 Edm = 0.000646875 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297247.1702045 Edm = 0.0180356 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297246.3002802 Edm = 0.4657 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297245.2766873 Edm = 0.0270861 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297245.2423814 Edm = 0.00080368 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297245.241479 Edm = 4.18376e-05 NCalls = 246 -VariableMetric: After Hessian - FCN = 297245.241479 Edm = 0.811604 NCalls = 725 -VariableMetric: Iteration # 71 - FCN = 297245.241479 Edm = 0.811604 NCalls = 725 -VariableMetric: Iteration # 72 - FCN = 297245.2026293 Edm = 7.46777 NCalls = 727 -VariableMetric: Iteration # 73 - FCN = 297244.301214 Edm = 0.214692 NCalls = 730 -VariableMetric: Iteration # 74 - FCN = 297244.0702503 Edm = 0.0482807 NCalls = 732 -VariableMetric: Iteration # 75 - FCN = 297243.9842877 Edm = 0.0238551 NCalls = 734 -VariableMetric: Iteration # 76 - FCN = 297243.9381143 Edm = 0.0362681 NCalls = 736 -VariableMetric: Iteration # 77 - FCN = 297243.9028104 Edm = 0.0190739 NCalls = 741 -VariableMetric: Iteration # 78 - FCN = 297243.8507834 Edm = 0.00855337 NCalls = 744 -VariableMetric: Iteration # 79 - FCN = 297243.8178118 Edm = 0.0166648 NCalls = 746 -VariableMetric: Iteration # 80 - FCN = 297243.7034951 Edm = 0.102913 NCalls = 750 -VariableMetric: Iteration # 81 - FCN = 297243.6725357 Edm = 0.123923 NCalls = 752 -VariableMetric: Iteration # 82 - FCN = 297243.5893227 Edm = 0.0951122 NCalls = 757 -VariableMetric: Iteration # 83 - FCN = 297243.4593433 Edm = 0.257653 NCalls = 761 -VariableMetric: Iteration # 84 - FCN = 297243.405802 Edm = 0.0815382 NCalls = 764 -VariableMetric: Iteration # 85 - FCN = 297243.2572323 Edm = 0.0797771 NCalls = 767 -VariableMetric: Iteration # 86 - FCN = 297242.9183199 Edm = 0.144337 NCalls = 770 -VariableMetric: Iteration # 87 - FCN = 297242.6840369 Edm = 0.381384 NCalls = 773 -VariableMetric: Iteration # 88 - FCN = 297242.4345798 Edm = 0.142069 NCalls = 775 -VariableMetric: Iteration # 89 - FCN = 297242.2206124 Edm = 0.258772 NCalls = 780 -VariableMetric: Iteration # 90 - FCN = 297242.0040898 Edm = 0.3747 NCalls = 783 -VariableMetric: Iteration # 91 - FCN = 297241.3882058 Edm = 0.383866 NCalls = 787 -VariableMetric: Iteration # 92 - FCN = 297240.7960363 Edm = 0.982384 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297239.971176 Edm = 0.919047 NCalls = 792 -VariableMetric: Iteration # 94 - FCN = 297239.4967455 Edm = 0.649186 NCalls = 794 -VariableMetric: Iteration # 95 - FCN = 297237.6641271 Edm = 0.660827 NCalls = 799 -VariableMetric: Iteration # 96 - FCN = 297236.6143307 Edm = 2.66366 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297235.6393366 Edm = 0.470172 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297235.0284206 Edm = 0.334611 NCalls = 806 -VariableMetric: Iteration # 99 - FCN = 297234.7069465 Edm = 0.0845051 NCalls = 808 -VariableMetric: Iteration # 100 - FCN = 297234.5582631 Edm = 0.0632658 NCalls = 810 -VariableMetric: Iteration # 101 - FCN = 297234.4810627 Edm = 0.0652798 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297234.4045693 Edm = 0.0545403 NCalls = 816 -VariableMetric: Iteration # 103 - FCN = 297234.3289181 Edm = 0.0352041 NCalls = 818 -VariableMetric: Iteration # 104 - FCN = 297234.2930049 Edm = 0.0198984 NCalls = 821 -VariableMetric: Iteration # 105 - FCN = 297234.2698124 Edm = 0.00360703 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297234.2637093 Edm = 0.000740395 NCalls = 825 -VariableMetric: Iteration # 107 - FCN = 297234.2626938 Edm = 0.000223557 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297234.2623803 Edm = 5.35863e-05 NCalls = 829 -VariableMetric: After Hessian - FCN = 297234.2623803 Edm = 0.000114424 NCalls = 1308 -VariableMetric: Iteration # 109 - FCN = 297234.2623803 Edm = 0.000114424 NCalls = 1308 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309552.2729678 Edm = 23.5362 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309552.2729678 Edm = 23.5362 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299135.317581 Edm = 0.841238 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299113.459654 Edm = 1.28701 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298879.6156882 Edm = 197.239 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298874.240108 Edm = 1.15602 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298794.6454574 Edm = 110.832 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298520.7555784 Edm = 439.045 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298517.3708739 Edm = 1.37297 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297604.6478964 Edm = 68.4271 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 297549.4664416 Edm = 0.99227 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297548.3555853 Edm = 0.305273 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297514.4820426 Edm = 11.4796 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297445.1800255 Edm = 3.77983 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297441.3143307 Edm = 0.0469143 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297441.2377658 Edm = 0.0280678 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297401.934854 Edm = 4.56719 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297377.0159296 Edm = 1.39837 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297375.397521 Edm = 0.106197 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297375.2706763 Edm = 0.0108777 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297375.0808057 Edm = 0.160539 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297364.2664204 Edm = 5.99454 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297340.6626737 Edm = 3.04351 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297338.6067518 Edm = 0.13604 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297338.4776193 Edm = 0.0036567 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297338.4692466 Edm = 0.00376344 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297338.3368027 Edm = 0.128237 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297316.7937483 Edm = 10.8353 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297296.2414917 Edm = 3.55513 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297294.8687798 Edm = 0.0751465 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297294.8022731 Edm = 0.00535055 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297294.7965626 Edm = 0.00206099 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297294.7672281 Edm = 0.0295075 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297292.6315575 Edm = 0.535633 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297286.9616487 Edm = 3.1746 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297282.4983325 Edm = 2.76306 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297279.9348225 Edm = 0.228176 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297279.7137147 Edm = 0.0252364 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297279.6975826 Edm = 0.00149433 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297279.694262 Edm = 0.00200778 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297279.633198 Edm = 0.0749771 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297278.6280885 Edm = 0.54215 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297273.7725333 Edm = 1.57461 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297271.6680179 Edm = 0.167883 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297271.520592 Edm = 0.0137267 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297271.5052549 Edm = 0.000978386 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297271.5041386 Edm = 0.000311575 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297271.4852712 Edm = 0.0179897 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297270.5193682 Edm = 0.28057 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297270.104702 Edm = 0.00735004 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297270.0961602 Edm = 0.000739768 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297270.0951172 Edm = 0.000293812 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297270.0933458 Edm = 0.00124319 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297270.0466656 Edm = 0.0358446 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297268.1406205 Edm = 0.68616 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297267.1228529 Edm = 0.221011 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297266.9886886 Edm = 0.00952069 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297266.974928 Edm = 0.000829342 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297266.9734586 Edm = 0.000195228 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297266.972814 Edm = 0.000282826 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297266.9687119 Edm = 0.00372254 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297266.8050387 Edm = 0.16913 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297266.6589789 Edm = 0.126998 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297265.1214786 Edm = 0.196679 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297264.9792395 Edm = 0.0251842 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297264.9455064 Edm = 0.00186851 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297264.9435345 Edm = 0.000136043 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297264.9433559 Edm = 6.26867e-05 NCalls = 217 -VariableMetric: After Hessian - FCN = 297264.9433559 Edm = 1.43274 NCalls = 690 -VariableMetric: Iteration # 67 - FCN = 297264.9433559 Edm = 1.43274 NCalls = 690 -VariableMetric: Iteration # 68 - FCN = 297263.7018749 Edm = 0.0612225 NCalls = 693 -VariableMetric: Iteration # 69 - FCN = 297263.6586772 Edm = 0.00455112 NCalls = 695 -VariableMetric: Iteration # 70 - FCN = 297263.6535807 Edm = 0.000497693 NCalls = 697 -VariableMetric: Iteration # 71 - FCN = 297263.6528811 Edm = 0.000191689 NCalls = 699 -VariableMetric: Iteration # 72 - FCN = 297263.6521784 Edm = 0.000320069 NCalls = 701 -VariableMetric: Iteration # 73 - FCN = 297263.6516264 Edm = 2.2907e-05 NCalls = 703 -VariableMetric: After Hessian - FCN = 297263.6516264 Edm = 2.38897e-05 NCalls = 1184 -VariableMetric: Iteration # 74 - FCN = 297263.6516264 Edm = 2.38897e-05 NCalls = 1184 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310653.6778482 Edm = 64.0825 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310653.6778482 Edm = 64.0825 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299189.686476 Edm = 1.91124 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299095.9124674 Edm = 2.79945 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298411.7928934 Edm = 42.1834 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298375.290783 Edm = 41.6458 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298333.6220734 Edm = 21.0209 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298018.2409809 Edm = 5.81974 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298008.3193127 Edm = 3.01475 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298002.6406387 Edm = 1.62778 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297936.3240091 Edm = 59.2553 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297740.9196254 Edm = 39.9794 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297696.7773755 Edm = 1.25642 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297695.30702 Edm = 0.279352 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297695.037107 Edm = 0.044266 NCalls = 42 -VariableMetric: Iteration # 14 - FCN = 297694.2994837 Edm = 0.772768 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297660.0015392 Edm = 21.8046 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297603.1435816 Edm = 14.8836 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297591.7247099 Edm = 1.70407 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297587.4619748 Edm = 1.18021 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297585.8210061 Edm = 0.235357 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297585.5223154 Edm = 0.0689739 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297585.3854731 Edm = 0.0252138 NCalls = 67 -VariableMetric: Iteration # 22 - FCN = 297585.0669721 Edm = 0.202831 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297581.1495937 Edm = 3.12472 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297565.4006559 Edm = 22.4212 NCalls = 76 -VariableMetric: Iteration # 25 - FCN = 297530.929672 Edm = 27.8539 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297514.4912754 Edm = 30.4257 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297455.8023969 Edm = 8.3247 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297443.0167944 Edm = 12.7111 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297435.3777136 Edm = 5.71642 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297425.2189539 Edm = 2.87932 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297422.3265716 Edm = 0.389519 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297421.7705678 Edm = 0.0586441 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297421.7229479 Edm = 0.00626393 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297421.7036648 Edm = 0.0121997 NCalls = 106 -VariableMetric: Iteration # 35 - FCN = 297419.8971566 Edm = 1.93445 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297419.802185 Edm = 0.0904711 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297416.1135794 Edm = 3.87764 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297416.002051 Edm = 0.112474 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297413.2739701 Edm = 2.85805 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297413.0501256 Edm = 0.215096 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297394.4412924 Edm = 2.57235 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297372.0917079 Edm = 5.32065 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297364.037066 Edm = 2.57103 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297360.6072028 Edm = 1.24064 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297358.8606962 Edm = 0.279124 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297358.2117143 Edm = 0.357394 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297357.2156969 Edm = 0.913817 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297356.9699372 Edm = 0.84144 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297355.57454 Edm = 1.30412 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297354.2879704 Edm = 0.411382 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297354.0842248 Edm = 0.0684567 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297353.9913609 Edm = 0.0164779 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297353.9662746 Edm = 0.00674207 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297353.9216607 Edm = 0.0598599 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297353.2254709 Edm = 0.592795 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297342.0783328 Edm = 1.50027 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297340.50192 Edm = 0.0555486 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297340.4527287 Edm = 0.0028129 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297340.4485853 Edm = 0.00190004 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297340.4127414 Edm = 0.0339709 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297337.4379962 Edm = 2.58629 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297336.3912628 Edm = 2.17019 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297333.9695031 Edm = 2.26845 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297327.3727739 Edm = 2.56268 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297325.2720827 Edm = 2.4291 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297324.1505254 Edm = 0.50218 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297323.2282711 Edm = 0.148965 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297323.1248054 Edm = 0.0059971 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297323.1207366 Edm = 0.00108137 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297323.1187877 Edm = 0.00117628 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297323.0813287 Edm = 0.0401899 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297322.8186324 Edm = 0.25414 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297312.3115885 Edm = 1.93084 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297310.8571067 Edm = 0.300469 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297310.5793642 Edm = 0.00723193 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297310.5681608 Edm = 0.00210306 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297310.5646719 Edm = 0.00220461 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297310.5596055 Edm = 0.00374845 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297310.5084616 Edm = 0.0502807 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297309.1817887 Edm = 1.14813 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297304.1003691 Edm = 0.993568 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297303.3921756 Edm = 0.177418 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297303.1682554 Edm = 0.0313098 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297303.1498434 Edm = 0.00692424 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297303.1449686 Edm = 0.000657117 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297303.1442473 Edm = 0.000232772 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297303.1433163 Edm = 0.000976178 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297303.1250601 Edm = 0.0188192 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297302.8805216 Edm = 0.0353759 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297301.0791816 Edm = 0.842602 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297296.8382008 Edm = 0.337689 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297296.5014198 Edm = 0.101098 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297296.4326542 Edm = 0.0425345 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297296.3936999 Edm = 0.0060268 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297296.3872278 Edm = 0.00102451 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297296.3857941 Edm = 0.00031095 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297296.3844096 Edm = 0.00121041 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297296.320924 Edm = 0.070394 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297296.316129 Edm = 0.00435742 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297294.8520951 Edm = 0.856438 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297291.9973296 Edm = 1.53865 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297291.130804 Edm = 1.07986 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297290.2222705 Edm = 0.454466 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297289.7794727 Edm = 0.208144 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297289.4121646 Edm = 0.23159 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297289.0940419 Edm = 0.241381 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297288.8042507 Edm = 0.0846666 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297288.6997013 Edm = 0.0530444 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297288.6425044 Edm = 0.0146305 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297288.6243927 Edm = 0.00448417 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297288.6194228 Edm = 0.000359386 NCalls = 359 -VariableMetric: Iteration # 112 - FCN = 297288.6187823 Edm = 0.000241844 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297288.6163425 Edm = 0.00242556 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297288.4849128 Edm = 0.132935 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297286.5678339 Edm = 0.859472 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297285.2159058 Edm = 0.0897673 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297285.1788941 Edm = 0.132596 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297285.0805212 Edm = 0.0492686 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297284.9453691 Edm = 0.0878875 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297284.8179443 Edm = 0.125584 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297284.711267 Edm = 0.0414771 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297284.6522641 Edm = 0.0211041 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297284.6326425 Edm = 0.0259428 NCalls = 398 -VariableMetric: Iteration # 124 - FCN = 297284.5981334 Edm = 0.00435387 NCalls = 401 -VariableMetric: Iteration # 125 - FCN = 297284.5917783 Edm = 0.000817467 NCalls = 403 -VariableMetric: Iteration # 126 - FCN = 297284.5910053 Edm = 0.000150209 NCalls = 405 -VariableMetric: Iteration # 127 - FCN = 297284.5908061 Edm = 8.42977e-05 NCalls = 407 -VariableMetric: Iteration # 128 - FCN = 297284.5899557 Edm = 0.000839959 NCalls = 411 -VariableMetric: Iteration # 129 - FCN = 297284.55109 Edm = 0.0514929 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297283.993641 Edm = 0.357428 NCalls = 424 -VariableMetric: Iteration # 131 - FCN = 297283.4568546 Edm = 0.253456 NCalls = 427 -VariableMetric: Iteration # 132 - FCN = 297283.318625 Edm = 0.0532395 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297283.2639187 Edm = 0.0110857 NCalls = 430 -VariableMetric: Iteration # 134 - FCN = 297283.252421 Edm = 0.00163558 NCalls = 432 -VariableMetric: Iteration # 135 - FCN = 297283.2507407 Edm = 0.000216273 NCalls = 434 -VariableMetric: Iteration # 136 - FCN = 297283.2504361 Edm = 5.77413e-05 NCalls = 436 -VariableMetric: After Hessian - FCN = 297283.2504361 Edm = 172.808 NCalls = 919 -VariableMetric: Iteration # 137 - FCN = 297283.2504361 Edm = 172.808 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297282.6307208 Edm = 169.142 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297280.2383926 Edm = 2.83027 NCalls = 930 -VariableMetric: Iteration # 140 - FCN = 297279.4971325 Edm = 0.563664 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297278.8045132 Edm = 1.6466 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297278.4751526 Edm = 0.574812 NCalls = 938 -VariableMetric: Iteration # 143 - FCN = 297277.9183908 Edm = 0.0822523 NCalls = 940 -VariableMetric: Iteration # 144 - FCN = 297277.8345864 Edm = 0.0911884 NCalls = 943 -VariableMetric: Iteration # 145 - FCN = 297277.7906983 Edm = 0.0704294 NCalls = 945 -VariableMetric: Iteration # 146 - FCN = 297277.7264503 Edm = 0.0228763 NCalls = 947 -VariableMetric: Iteration # 147 - FCN = 297277.6676731 Edm = 0.030417 NCalls = 949 -VariableMetric: Iteration # 148 - FCN = 297277.5891968 Edm = 0.131114 NCalls = 952 -VariableMetric: Iteration # 149 - FCN = 297277.5585139 Edm = 0.0406282 NCalls = 955 -VariableMetric: Iteration # 150 - FCN = 297277.413528 Edm = 0.040245 NCalls = 958 -VariableMetric: Iteration # 151 - FCN = 297277.3255989 Edm = 0.0309056 NCalls = 960 -VariableMetric: Iteration # 152 - FCN = 297277.2617453 Edm = 0.109971 NCalls = 962 -VariableMetric: Iteration # 153 - FCN = 297277.214531 Edm = 0.0304844 NCalls = 965 -VariableMetric: Iteration # 154 - FCN = 297277.1626169 Edm = 0.010126 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297277.1373433 Edm = 0.00909243 NCalls = 969 -VariableMetric: Iteration # 156 - FCN = 297277.1081582 Edm = 0.0151895 NCalls = 972 -VariableMetric: Iteration # 157 - FCN = 297277.0712722 Edm = 0.0140542 NCalls = 974 -VariableMetric: Iteration # 158 - FCN = 297277.0453767 Edm = 0.0204774 NCalls = 977 -VariableMetric: Iteration # 159 - FCN = 297277.0279868 Edm = 0.0128191 NCalls = 980 -VariableMetric: Iteration # 160 - FCN = 297277.0050922 Edm = 0.00943028 NCalls = 983 -VariableMetric: Iteration # 161 - FCN = 297276.9862586 Edm = 0.00356866 NCalls = 985 -VariableMetric: Iteration # 162 - FCN = 297276.9817191 Edm = 0.00113295 NCalls = 987 -VariableMetric: Iteration # 163 - FCN = 297276.9798654 Edm = 0.000687477 NCalls = 989 -VariableMetric: Iteration # 164 - FCN = 297276.9784846 Edm = 0.000513418 NCalls = 991 -VariableMetric: Iteration # 165 - FCN = 297276.9776421 Edm = 0.000381256 NCalls = 993 -VariableMetric: Iteration # 166 - FCN = 297276.976373 Edm = 0.000656294 NCalls = 996 -VariableMetric: Iteration # 167 - FCN = 297276.9750195 Edm = 0.000467263 NCalls = 998 -VariableMetric: Iteration # 168 - FCN = 297276.9740792 Edm = 0.000208023 NCalls = 1000 -VariableMetric: Iteration # 169 - FCN = 297276.9736008 Edm = 0.000252508 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297276.9732826 Edm = 0.00013768 NCalls = 1004 -VariableMetric: Iteration # 171 - FCN = 297276.9730052 Edm = 0.000116831 NCalls = 1006 -VariableMetric: Iteration # 172 - FCN = 297276.9724615 Edm = 0.000242885 NCalls = 1008 -VariableMetric: Iteration # 173 - FCN = 297276.9717257 Edm = 0.000249069 NCalls = 1010 -VariableMetric: Iteration # 174 - FCN = 297276.9712809 Edm = 5.29282e-05 NCalls = 1012 -VariableMetric: After Hessian - FCN = 297276.9712809 Edm = 0.00352876 NCalls = 1509 -VariableMetric: Iteration # 175 - FCN = 297276.9712809 Edm = 0.00352876 NCalls = 1509 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317066.0476399 Edm = 48.1473 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317066.0476399 Edm = 48.1473 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300463.2022408 Edm = 5.04822 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300431.0613174 Edm = 10.1183 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299128.2214757 Edm = 25.8447 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299104.0476964 Edm = 80.2297 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299093.4348381 Edm = 3.52268 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 299032.3841578 Edm = 27.0734 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299011.4055912 Edm = 77.5806 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298937.9421772 Edm = 8.07874 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298912.3668546 Edm = 44.8822 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298100.5072944 Edm = 199.6 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297974.6194736 Edm = 16.7551 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297944.6683199 Edm = 13.757 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297905.8856694 Edm = 10.3539 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297896.8277331 Edm = 6.08086 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297886.9263346 Edm = 2.89364 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297878.170022 Edm = 8.14659 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297872.8580579 Edm = 2.94726 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297867.8000779 Edm = 1.71504 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297863.4766312 Edm = 1.77137 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297862.5224409 Edm = 1.49661 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297860.7870647 Edm = 0.428563 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297858.9589842 Edm = 0.81062 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297858.2748869 Edm = 0.984915 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297851.2176377 Edm = 5.36162 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297804.1594708 Edm = 29.6541 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297802.2301648 Edm = 3.90416 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297797.1360283 Edm = 0.239096 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297790.9983626 Edm = 3.49906 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297779.5801895 Edm = 19.3644 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297747.022946 Edm = 7.81513 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297745.9991568 Edm = 7.68646 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297740.3093007 Edm = 0.245974 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297738.0462894 Edm = 1.54082 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297701.0199478 Edm = 8.86245 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297690.5085339 Edm = 0.116916 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297690.3294705 Edm = 0.0793729 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297689.8857241 Edm = 0.268292 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297689.1945029 Edm = 0.436956 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297688.6234713 Edm = 0.375104 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297687.9405851 Edm = 0.268472 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297687.6910256 Edm = 0.190679 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297687.2728132 Edm = 0.471905 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297684.5665696 Edm = 3.60143 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297681.8727579 Edm = 6.24532 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297677.8556214 Edm = 11.3994 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297677.517726 Edm = 0.502691 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297665.4109918 Edm = 6.9206 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297645.1452004 Edm = 16.4437 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297629.9500511 Edm = 5.27049 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297626.3556269 Edm = 2.92122 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297624.5475693 Edm = 0.122313 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297624.4111226 Edm = 0.0497072 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297623.4096549 Edm = 1.06582 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297622.5120313 Edm = 0.863619 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297618.0970845 Edm = 5.09104 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297617.9902759 Edm = 0.0739226 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297617.84531 Edm = 0.183261 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297606.5310036 Edm = 4.91396 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297590.7508675 Edm = 10.9327 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297587.7481529 Edm = 31.4549 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297574.9453373 Edm = 1.52657 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297574.2433858 Edm = 0.692793 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297573.7619892 Edm = 0.0198899 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297573.729043 Edm = 0.0228599 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297573.2915337 Edm = 0.445065 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297572.9264423 Edm = 0.30329 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297569.7286925 Edm = 0.0968444 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297569.6268783 Edm = 0.0201141 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297569.2410952 Edm = 0.372094 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297549.5818434 Edm = 10.4335 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297514.3858492 Edm = 20.455 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297504.7987386 Edm = 3.55617 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297501.3988035 Edm = 0.143835 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297501.2717812 Edm = 0.00692602 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297501.2490124 Edm = 0.0153573 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297500.1723532 Edm = 0.957474 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297493.229098 Edm = 4.42037 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297484.1787017 Edm = 2.0615 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297479.7105574 Edm = 1.02625 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297476.8868557 Edm = 0.41005 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297476.3958763 Edm = 0.0368961 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297476.3661871 Edm = 0.00374477 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297476.3630495 Edm = 0.00122429 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297476.3569636 Edm = 0.00700029 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297476.2202207 Edm = 0.140221 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297474.7957285 Edm = 0.107406 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297466.4501714 Edm = 1.29801 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297464.012489 Edm = 0.24216 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297463.7547522 Edm = 0.0717905 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297463.6623465 Edm = 0.00473216 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297463.6572757 Edm = 0.000456089 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297463.6567311 Edm = 0.000162844 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297463.6547332 Edm = 0.00160591 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297463.5475027 Edm = 0.0980871 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297461.7216301 Edm = 0.629512 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297460.8568517 Edm = 0.150546 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297460.7056758 Edm = 0.0474994 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297460.6578693 Edm = 0.00679257 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297460.6516833 Edm = 0.000628894 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297460.6506895 Edm = 0.000408304 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297460.6357802 Edm = 0.0134178 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297459.9233611 Edm = 0.626053 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297444.8514086 Edm = 11.0552 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297443.8257211 Edm = 2.50822 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297437.7986968 Edm = 4.85986 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297430.0755551 Edm = 2.48697 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297425.8441024 Edm = 1.46053 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297423.7066773 Edm = 0.451217 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297422.2189919 Edm = 0.220168 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297422.026413 Edm = 0.0575982 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297421.9100963 Edm = 0.0523584 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297421.7180208 Edm = 0.159237 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297421.4008179 Edm = 0.173078 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297421.1393008 Edm = 0.150416 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297420.5449739 Edm = 0.489673 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297420.3968845 Edm = 0.41734 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297420.0916369 Edm = 0.287193 NCalls = 383 -VariableMetric: Iteration # 118 - FCN = 297419.8174489 Edm = 0.0705018 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297419.7604891 Edm = 0.0140248 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297419.7442024 Edm = 0.00353121 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297419.739014 Edm = 0.00384778 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297419.7297873 Edm = 0.00363101 NCalls = 394 -VariableMetric: Iteration # 123 - FCN = 297419.7084918 Edm = 0.0101972 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297419.588235 Edm = 0.0905389 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297418.0891413 Edm = 1.57524 NCalls = 403 -VariableMetric: Iteration # 126 - FCN = 297416.1814511 Edm = 1.5356 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297411.5487427 Edm = 1.43741 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297409.9194051 Edm = 0.897781 NCalls = 414 -VariableMetric: Iteration # 129 - FCN = 297409.3207396 Edm = 0.609981 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297408.9347729 Edm = 0.487457 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297408.4197698 Edm = 0.224521 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297408.2091978 Edm = 0.0769968 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297408.1150491 Edm = 0.040179 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297408.0753208 Edm = 0.0070268 NCalls = 428 -VariableMetric: Iteration # 135 - FCN = 297408.0583647 Edm = 0.0078852 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297408.0428961 Edm = 0.008879 NCalls = 432 -VariableMetric: Iteration # 137 - FCN = 297408.0309889 Edm = 0.00250061 NCalls = 434 -VariableMetric: Iteration # 138 - FCN = 297408.0275308 Edm = 0.000602802 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297408.0264411 Edm = 0.000396696 NCalls = 438 -VariableMetric: Iteration # 140 - FCN = 297408.0240066 Edm = 0.00201774 NCalls = 441 -VariableMetric: Iteration # 141 - FCN = 297407.9766495 Edm = 0.0565938 NCalls = 445 -VariableMetric: Iteration # 142 - FCN = 297407.3392574 Edm = 0.709101 NCalls = 452 -VariableMetric: Iteration # 143 - FCN = 297407.3279933 Edm = 0.0128316 NCalls = 454 -VariableMetric: Iteration # 144 - FCN = 297407.2573861 Edm = 0.101887 NCalls = 458 -VariableMetric: Iteration # 145 - FCN = 297406.5939366 Edm = 0.527284 NCalls = 465 -VariableMetric: Iteration # 146 - FCN = 297401.5799221 Edm = 2.18456 NCalls = 470 -VariableMetric: Iteration # 147 - FCN = 297399.2139612 Edm = 0.510087 NCalls = 472 -VariableMetric: Iteration # 148 - FCN = 297398.7850728 Edm = 0.207598 NCalls = 473 -VariableMetric: Iteration # 149 - FCN = 297398.6683067 Edm = 0.10271 NCalls = 475 -VariableMetric: Iteration # 150 - FCN = 297398.5936493 Edm = 0.0272041 NCalls = 477 -VariableMetric: Iteration # 151 - FCN = 297398.5535029 Edm = 0.00746461 NCalls = 479 -VariableMetric: Iteration # 152 - FCN = 297398.5419463 Edm = 0.0016281 NCalls = 481 -VariableMetric: Iteration # 153 - FCN = 297398.5400316 Edm = 0.000185385 NCalls = 483 -VariableMetric: Iteration # 154 - FCN = 297398.5397153 Edm = 0.000106113 NCalls = 485 -VariableMetric: Iteration # 155 - FCN = 297398.5385239 Edm = 0.00106011 NCalls = 488 -VariableMetric: Iteration # 156 - FCN = 297398.5173896 Edm = 0.0206571 NCalls = 492 -VariableMetric: Iteration # 157 - FCN = 297397.9681156 Edm = 0.381714 NCalls = 499 -VariableMetric: Iteration # 158 - FCN = 297396.7824929 Edm = 0.040327 NCalls = 501 -VariableMetric: Iteration # 159 - FCN = 297396.7378986 Edm = 0.00157316 NCalls = 502 -VariableMetric: Iteration # 160 - FCN = 297396.7360148 Edm = 6.528e-05 NCalls = 504 -VariableMetric: After Hessian - FCN = 297396.7360148 Edm = 138.994 NCalls = 981 -VariableMetric: Iteration # 161 - FCN = 297396.7360148 Edm = 138.994 NCalls = 981 -VariableMetric: Iteration # 162 - FCN = 297396.0653954 Edm = 2.83474 NCalls = 986 -VariableMetric: Iteration # 163 - FCN = 297394.0310355 Edm = 0.169473 NCalls = 988 -VariableMetric: Iteration # 164 - FCN = 297393.8931025 Edm = 0.165494 NCalls = 991 -VariableMetric: Iteration # 165 - FCN = 297393.7460138 Edm = 0.0552648 NCalls = 993 -VariableMetric: Iteration # 166 - FCN = 297393.6587467 Edm = 0.00838442 NCalls = 995 -VariableMetric: Iteration # 167 - FCN = 297393.6383861 Edm = 0.00348815 NCalls = 997 -VariableMetric: Iteration # 168 - FCN = 297393.629807 Edm = 0.0022713 NCalls = 999 -VariableMetric: Iteration # 169 - FCN = 297393.624889 Edm = 0.00138726 NCalls = 1001 -VariableMetric: Iteration # 170 - FCN = 297393.620571 Edm = 0.000876187 NCalls = 1003 -VariableMetric: Iteration # 171 - FCN = 297393.6174077 Edm = 0.00116671 NCalls = 1005 -VariableMetric: Iteration # 172 - FCN = 297393.6126082 Edm = 0.00173063 NCalls = 1007 -VariableMetric: Iteration # 173 - FCN = 297393.6080254 Edm = 0.00109037 NCalls = 1009 -VariableMetric: Iteration # 174 - FCN = 297393.6036429 Edm = 0.00140593 NCalls = 1011 -VariableMetric: Iteration # 175 - FCN = 297393.5986022 Edm = 0.00153121 NCalls = 1013 -VariableMetric: Iteration # 176 - FCN = 297393.5927588 Edm = 0.00174466 NCalls = 1015 -VariableMetric: Iteration # 177 - FCN = 297393.5834231 Edm = 0.00204787 NCalls = 1018 -VariableMetric: Iteration # 178 - FCN = 297393.576677 Edm = 0.00172141 NCalls = 1020 -VariableMetric: Iteration # 179 - FCN = 297393.5721614 Edm = 0.000689642 NCalls = 1022 -VariableMetric: Iteration # 180 - FCN = 297393.5703382 Edm = 0.000240911 NCalls = 1024 -VariableMetric: Iteration # 181 - FCN = 297393.5698358 Edm = 0.000175721 NCalls = 1026 -VariableMetric: Iteration # 182 - FCN = 297393.569199 Edm = 0.000141293 NCalls = 1028 -VariableMetric: Iteration # 183 - FCN = 297393.5689447 Edm = 2.42837e-05 NCalls = 1030 -VariableMetric: After Hessian - FCN = 297393.5689447 Edm = 4.59582e-05 NCalls = 1509 -VariableMetric: Iteration # 184 - FCN = 297393.5689447 Edm = 4.59582e-05 NCalls = 1509 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309311.4378699 Edm = 11.0896 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309311.4378699 Edm = 11.0896 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306647.4068198 Edm = 15.8159 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306604.1445981 Edm = 27.5924 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305426.168054 Edm = 1894.07 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 305311.3274458 Edm = 114.904 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299170.6433555 Edm = 94.6159 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299062.2743669 Edm = 90.7536 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297993.0756346 Edm = 26.6552 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297970.8018508 Edm = 52.405 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297953.3485956 Edm = 0.162932 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297953.1516738 Edm = 0.0669351 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297901.6445441 Edm = 16.5432 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297869.2235078 Edm = 1.04463 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297867.8684949 Edm = 0.0881188 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297867.3286755 Edm = 0.383762 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297784.4354679 Edm = 48.627 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297647.9563115 Edm = 11.7939 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297642.0328205 Edm = 4.38042 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297637.0817654 Edm = 0.284744 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297636.7138186 Edm = 0.0434431 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297636.4198133 Edm = 0.258753 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297624.529337 Edm = 14.4555 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297624.2632838 Edm = 0.308998 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297619.6756405 Edm = 5.76231 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297619.1866357 Edm = 0.486577 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297616.9136307 Edm = 1.90059 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297548.3222876 Edm = 18.4647 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297525.2725342 Edm = 4.55783 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297522.83892 Edm = 1.02829 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297522.2841677 Edm = 0.0776115 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297522.2195389 Edm = 0.0156846 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297522.1914787 Edm = 0.023365 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297519.8034175 Edm = 2.45715 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297502.0053234 Edm = 0.806997 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297501.0299963 Edm = 0.189752 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297500.9055378 Edm = 0.022198 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297500.8288832 Edm = 0.0197154 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297500.7247959 Edm = 0.0367708 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297499.7933495 Edm = 0.775908 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297461.5191938 Edm = 4.63127 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297446.5569546 Edm = 2.01804 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297445.996706 Edm = 0.922151 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297445.1042609 Edm = 0.0668446 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297445.0420458 Edm = 0.00691524 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297445.0277802 Edm = 0.00130689 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297445.0248344 Edm = 0.00194396 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297445.0009577 Edm = 0.0276975 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297444.2465089 Edm = 0.697559 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297429.9345376 Edm = 1.96991 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297426.1574387 Edm = 0.63972 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297425.0744939 Edm = 1.24303 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297424.5882576 Edm = 0.110186 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297424.482649 Edm = 0.0205139 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297424.4598766 Edm = 0.00182451 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297424.4568226 Edm = 0.00103843 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297424.4406997 Edm = 0.0163741 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297424.3844344 Edm = 0.055465 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297422.5202047 Edm = 0.0256386 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297413.1825883 Edm = 2.71655 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297411.7321015 Edm = 0.605558 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297410.5710498 Edm = 0.582837 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297409.170077 Edm = 0.197483 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297408.8635011 Edm = 0.0302638 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297408.8270771 Edm = 0.041731 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297408.8060762 Edm = 0.00168812 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297408.8017655 Edm = 0.0026444 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297408.6705082 Edm = 0.124421 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297401.9879062 Edm = 12.1631 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297387.0735905 Edm = 23.0139 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297386.585262 Edm = 0.204939 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297385.8971494 Edm = 0.965783 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297380.557967 Edm = 6.02694 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297377.9979371 Edm = 2.99477 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297363.7065917 Edm = 5.67657 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297358.4222802 Edm = 4.43048 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297354.0858146 Edm = 3.50149 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297350.3163941 Edm = 3.33097 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297349.3987034 Edm = 1.69639 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297346.8198571 Edm = 2.29648 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297343.2765988 Edm = 2.07515 NCalls = 276 -VariableMetric: Iteration # 80 - FCN = 297335.9794686 Edm = 4.40957 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297332.3233233 Edm = 3.97786 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297326.3451878 Edm = 3.93644 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297323.3843883 Edm = 2.4579 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297319.1272479 Edm = 1.2558 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297318.0267448 Edm = 0.511374 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297317.4707293 Edm = 0.221643 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297315.9165711 Edm = 0.42552 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297315.1938933 Edm = 1.16731 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297314.5087612 Edm = 0.372346 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297313.6524663 Edm = 0.418639 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297312.1376098 Edm = 1.7805 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297311.4095249 Edm = 1.33722 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297309.4091521 Edm = 1.24824 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297308.6394345 Edm = 1.18539 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297306.3931641 Edm = 1.68437 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297303.485421 Edm = 0.235367 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297303.1638702 Edm = 0.0555067 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297303.0344413 Edm = 0.0332374 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297303.0138745 Edm = 0.0243948 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297302.9861207 Edm = 0.0125614 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297302.9692061 Edm = 0.00423079 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297302.9646433 Edm = 0.00228519 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297302.9618068 Edm = 0.000812574 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297302.9592835 Edm = 0.000623713 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297302.955891 Edm = 0.00239513 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297302.9381473 Edm = 0.0246462 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297302.6176354 Edm = 0.445836 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297302.3517346 Edm = 0.744586 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297302.3330943 Edm = 0.0149952 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297300.806103 Edm = 0.889808 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297299.9880033 Edm = 0.796618 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297299.2597944 Edm = 0.405332 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297298.8182504 Edm = 0.193538 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297297.4395114 Edm = 0.3196 NCalls = 380 -VariableMetric: Iteration # 115 - FCN = 297297.1118322 Edm = 0.383719 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297296.7596965 Edm = 0.0960541 NCalls = 385 -VariableMetric: Iteration # 117 - FCN = 297296.5661093 Edm = 0.152508 NCalls = 388 -VariableMetric: Iteration # 118 - FCN = 297296.1755583 Edm = 0.224294 NCalls = 392 -VariableMetric: Iteration # 119 - FCN = 297295.9005651 Edm = 0.748497 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 297295.2375409 Edm = 0.272621 NCalls = 397 -VariableMetric: Iteration # 121 - FCN = 297294.9721864 Edm = 0.365782 NCalls = 399 -VariableMetric: Iteration # 122 - FCN = 297294.5946749 Edm = 0.0740454 NCalls = 402 -VariableMetric: Iteration # 123 - FCN = 297294.4563048 Edm = 0.00978286 NCalls = 405 -VariableMetric: Iteration # 124 - FCN = 297294.4454739 Edm = 0.000528207 NCalls = 407 -VariableMetric: Iteration # 125 - FCN = 297294.44488 Edm = 0.000310014 NCalls = 409 -VariableMetric: Iteration # 126 - FCN = 297294.4436783 Edm = 0.00114035 NCalls = 412 -VariableMetric: Iteration # 127 - FCN = 297294.4095523 Edm = 0.0341826 NCalls = 418 -VariableMetric: Iteration # 128 - FCN = 297294.088229 Edm = 0.00740861 NCalls = 425 -VariableMetric: Iteration # 129 - FCN = 297288.932834 Edm = 0.829891 NCalls = 428 -VariableMetric: Iteration # 130 - FCN = 297287.3520577 Edm = 0.120018 NCalls = 430 -VariableMetric: Iteration # 131 - FCN = 297287.2476948 Edm = 0.0197939 NCalls = 432 -VariableMetric: Iteration # 132 - FCN = 297287.2291261 Edm = 0.00635298 NCalls = 434 -VariableMetric: Iteration # 133 - FCN = 297287.2208211 Edm = 0.000945397 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297287.2201011 Edm = 0.000176962 NCalls = 438 -VariableMetric: Iteration # 135 - FCN = 297287.2198406 Edm = 0.000163121 NCalls = 440 -VariableMetric: Iteration # 136 - FCN = 297287.2164361 Edm = 0.00296683 NCalls = 444 -VariableMetric: Iteration # 137 - FCN = 297287.0741509 Edm = 0.126852 NCalls = 449 -VariableMetric: Iteration # 138 - FCN = 297284.1783136 Edm = 0.817766 NCalls = 454 -VariableMetric: Iteration # 139 - FCN = 297283.1486685 Edm = 0.450558 NCalls = 456 -VariableMetric: Iteration # 140 - FCN = 297282.9301672 Edm = 0.292004 NCalls = 458 -VariableMetric: Iteration # 141 - FCN = 297282.594916 Edm = 0.200383 NCalls = 461 -VariableMetric: Iteration # 142 - FCN = 297282.1744388 Edm = 0.132778 NCalls = 463 -VariableMetric: Iteration # 143 - FCN = 297282.0499041 Edm = 0.0944964 NCalls = 466 -VariableMetric: Iteration # 144 - FCN = 297281.9335314 Edm = 0.0341847 NCalls = 468 -VariableMetric: Iteration # 145 - FCN = 297281.8789486 Edm = 0.0134867 NCalls = 471 -VariableMetric: Iteration # 146 - FCN = 297281.8667845 Edm = 0.00280467 NCalls = 473 -VariableMetric: Iteration # 147 - FCN = 297281.8620809 Edm = 0.000664889 NCalls = 475 -VariableMetric: Iteration # 148 - FCN = 297281.8605408 Edm = 0.00040262 NCalls = 477 -VariableMetric: Iteration # 149 - FCN = 297281.8596565 Edm = 0.000189079 NCalls = 479 -VariableMetric: Iteration # 150 - FCN = 297281.8580081 Edm = 0.00164361 NCalls = 482 -VariableMetric: Iteration # 151 - FCN = 297281.8105762 Edm = 0.0402469 NCalls = 489 -VariableMetric: Iteration # 152 - FCN = 297280.6492736 Edm = 2.03489 NCalls = 495 -VariableMetric: Iteration # 153 - FCN = 297280.3885911 Edm = 0.535711 NCalls = 499 -VariableMetric: Iteration # 154 - FCN = 297278.9886305 Edm = 1.40091 NCalls = 503 -VariableMetric: Iteration # 155 - FCN = 297276.4185584 Edm = 1.7142 NCalls = 509 -VariableMetric: Iteration # 156 - FCN = 297275.3498734 Edm = 0.434718 NCalls = 511 -VariableMetric: Iteration # 157 - FCN = 297274.7608709 Edm = 0.130721 NCalls = 514 -VariableMetric: Iteration # 158 - FCN = 297274.5619293 Edm = 0.138569 NCalls = 516 -VariableMetric: Iteration # 159 - FCN = 297274.4448507 Edm = 0.0732747 NCalls = 519 -VariableMetric: Iteration # 160 - FCN = 297274.3281415 Edm = 0.0268844 NCalls = 521 -VariableMetric: Iteration # 161 - FCN = 297274.290392 Edm = 0.00742532 NCalls = 523 -VariableMetric: Iteration # 162 - FCN = 297274.2805574 Edm = 0.00357179 NCalls = 525 -VariableMetric: Iteration # 163 - FCN = 297274.273893 Edm = 0.00291674 NCalls = 528 -VariableMetric: Iteration # 164 - FCN = 297274.2639472 Edm = 0.00286 NCalls = 530 -VariableMetric: Iteration # 165 - FCN = 297274.2587772 Edm = 0.000860661 NCalls = 532 -VariableMetric: Iteration # 166 - FCN = 297274.2579707 Edm = 0.000198146 NCalls = 534 -VariableMetric: Iteration # 167 - FCN = 297274.257528 Edm = 0.000224893 NCalls = 536 -VariableMetric: Iteration # 168 - FCN = 297274.2538039 Edm = 0.00281708 NCalls = 540 -VariableMetric: Iteration # 169 - FCN = 297273.9848012 Edm = 0.258645 NCalls = 545 -VariableMetric: Iteration # 170 - FCN = 297269.101714 Edm = 6.61943 NCalls = 551 -VariableMetric: Iteration # 171 - FCN = 297267.4424663 Edm = 2.36232 NCalls = 554 -VariableMetric: Iteration # 172 - FCN = 297265.2897205 Edm = 2.52684 NCalls = 558 -VariableMetric: Iteration # 173 - FCN = 297264.146538 Edm = 0.487477 NCalls = 560 -VariableMetric: Iteration # 174 - FCN = 297263.679948 Edm = 0.308415 NCalls = 562 -VariableMetric: Iteration # 175 - FCN = 297263.0839736 Edm = 0.489344 NCalls = 564 -VariableMetric: Iteration # 176 - FCN = 297262.8827945 Edm = 0.443808 NCalls = 567 -VariableMetric: Iteration # 177 - FCN = 297262.5001401 Edm = 0.169932 NCalls = 569 -VariableMetric: Iteration # 178 - FCN = 297261.8985811 Edm = 0.439584 NCalls = 572 -VariableMetric: Iteration # 179 - FCN = 297261.3474392 Edm = 0.943855 NCalls = 576 -VariableMetric: Iteration # 180 - FCN = 297259.8721667 Edm = 1.3961 NCalls = 580 -VariableMetric: Iteration # 181 - FCN = 297258.5507137 Edm = 0.544344 NCalls = 583 -VariableMetric: Iteration # 182 - FCN = 297257.8167778 Edm = 0.436521 NCalls = 585 -VariableMetric: Iteration # 183 - FCN = 297257.7494021 Edm = 0.0845279 NCalls = 587 -VariableMetric: Iteration # 184 - FCN = 297257.704054 Edm = 0.0233209 NCalls = 589 -VariableMetric: Iteration # 185 - FCN = 297257.6785666 Edm = 0.0120368 NCalls = 591 -VariableMetric: Iteration # 186 - FCN = 297257.5824467 Edm = 0.0535928 NCalls = 594 -VariableMetric: Iteration # 187 - FCN = 297257.5314944 Edm = 0.0265671 NCalls = 596 -VariableMetric: Iteration # 188 - FCN = 297257.5061247 Edm = 0.00819495 NCalls = 599 -VariableMetric: Iteration # 189 - FCN = 297257.4964953 Edm = 0.00439129 NCalls = 601 -VariableMetric: Iteration # 190 - FCN = 297257.4884504 Edm = 0.00299752 NCalls = 604 -VariableMetric: Iteration # 191 - FCN = 297257.4859414 Edm = 0.000466921 NCalls = 606 -VariableMetric: Iteration # 192 - FCN = 297257.4853453 Edm = 0.000134721 NCalls = 608 -VariableMetric: Iteration # 193 - FCN = 297257.4841076 Edm = 0.000775642 NCalls = 611 -VariableMetric: Iteration # 194 - FCN = 297257.4670257 Edm = 0.0164694 NCalls = 616 -VariableMetric: Iteration # 195 - FCN = 297257.2988366 Edm = 0.11002 NCalls = 626 -VariableMetric: Iteration # 196 - FCN = 297256.9485291 Edm = 1.3342 NCalls = 629 -VariableMetric: Iteration # 197 - FCN = 297256.3887673 Edm = 0.388779 NCalls = 633 -VariableMetric: Iteration # 198 - FCN = 297256.2123949 Edm = 0.688853 NCalls = 636 -VariableMetric: Iteration # 199 - FCN = 297254.6955352 Edm = 0.514458 NCalls = 640 -VariableMetric: Iteration # 200 - FCN = 297254.2609637 Edm = 0.117976 NCalls = 642 -VariableMetric: Iteration # 201 - FCN = 297254.1915175 Edm = 0.0223063 NCalls = 644 -VariableMetric: Iteration # 202 - FCN = 297254.1686597 Edm = 0.00721667 NCalls = 646 -VariableMetric: Iteration # 203 - FCN = 297254.1251374 Edm = 0.0346287 NCalls = 649 -VariableMetric: Iteration # 204 - FCN = 297253.9819269 Edm = 0.0308385 NCalls = 652 -VariableMetric: Iteration # 205 - FCN = 297253.932589 Edm = 0.0478988 NCalls = 654 -VariableMetric: Iteration # 206 - FCN = 297253.8981727 Edm = 0.0155054 NCalls = 656 -VariableMetric: Iteration # 207 - FCN = 297253.8757041 Edm = 0.0126914 NCalls = 659 -VariableMetric: Iteration # 208 - FCN = 297253.8079663 Edm = 0.0544076 NCalls = 664 -VariableMetric: Iteration # 209 - FCN = 297253.7735288 Edm = 0.13783 NCalls = 666 -VariableMetric: Iteration # 210 - FCN = 297253.6869442 Edm = 0.100033 NCalls = 669 -VariableMetric: Iteration # 211 - FCN = 297253.6165876 Edm = 0.0574639 NCalls = 671 -VariableMetric: Iteration # 212 - FCN = 297253.4937521 Edm = 0.0832296 NCalls = 676 -VariableMetric: Iteration # 213 - FCN = 297253.3261062 Edm = 0.0729643 NCalls = 680 -VariableMetric: Iteration # 214 - FCN = 297253.2874695 Edm = 0.0927886 NCalls = 682 -VariableMetric: Iteration # 215 - FCN = 297253.2113967 Edm = 0.00830782 NCalls = 685 -VariableMetric: Iteration # 216 - FCN = 297253.1962749 Edm = 0.00053365 NCalls = 687 -VariableMetric: Iteration # 217 - FCN = 297253.1956919 Edm = 0.000106011 NCalls = 689 -VariableMetric: Iteration # 218 - FCN = 297253.1956161 Edm = 1.73146e-05 NCalls = 691 -VariableMetric: After Hessian - FCN = 297253.1956161 Edm = 1.72451 NCalls = 1170 -VariableMetric: Iteration # 219 - FCN = 297253.1956161 Edm = 1.72451 NCalls = 1170 -VariableMetric: Iteration # 220 - FCN = 297253.1034959 Edm = 0.866649 NCalls = 1177 -VariableMetric: Iteration # 221 - FCN = 297252.4320139 Edm = 1.18603 NCalls = 1180 -VariableMetric: Iteration # 222 - FCN = 297252.2668191 Edm = 0.0979927 NCalls = 1182 -VariableMetric: Iteration # 223 - FCN = 297252.1279142 Edm = 0.161593 NCalls = 1184 -VariableMetric: Iteration # 224 - FCN = 297252.0421178 Edm = 0.228197 NCalls = 1187 -VariableMetric: Iteration # 225 - FCN = 297251.852035 Edm = 0.0787441 NCalls = 1190 -VariableMetric: Iteration # 226 - FCN = 297251.7794976 Edm = 0.075893 NCalls = 1192 -VariableMetric: Iteration # 227 - FCN = 297251.7348115 Edm = 0.0184093 NCalls = 1194 -VariableMetric: Iteration # 228 - FCN = 297251.7208476 Edm = 0.0205586 NCalls = 1196 -VariableMetric: Iteration # 229 - FCN = 297251.7044316 Edm = 0.00705942 NCalls = 1198 -VariableMetric: Iteration # 230 - FCN = 297251.6776239 Edm = 0.0114178 NCalls = 1201 -VariableMetric: Iteration # 231 - FCN = 297251.6617004 Edm = 0.0254341 NCalls = 1204 -VariableMetric: Iteration # 232 - FCN = 297251.6470235 Edm = 0.0140541 NCalls = 1206 -VariableMetric: Iteration # 233 - FCN = 297251.6318995 Edm = 0.00518386 NCalls = 1209 -VariableMetric: Iteration # 234 - FCN = 297251.6211927 Edm = 0.00475945 NCalls = 1211 -VariableMetric: Iteration # 235 - FCN = 297251.617606 Edm = 0.0034412 NCalls = 1213 -VariableMetric: Iteration # 236 - FCN = 297251.6133683 Edm = 0.00471381 NCalls = 1216 -VariableMetric: Iteration # 237 - FCN = 297251.6082089 Edm = 0.00203626 NCalls = 1219 -VariableMetric: Iteration # 238 - FCN = 297251.6011285 Edm = 0.00302225 NCalls = 1221 -VariableMetric: Iteration # 239 - FCN = 297251.585652 Edm = 0.00378843 NCalls = 1225 -VariableMetric: Iteration # 240 - FCN = 297251.5823905 Edm = 0.00167378 NCalls = 1227 -VariableMetric: Iteration # 241 - FCN = 297251.5814411 Edm = 0.000508221 NCalls = 1229 -VariableMetric: Iteration # 242 - FCN = 297251.579953 Edm = 0.00106734 NCalls = 1231 -VariableMetric: Iteration # 243 - FCN = 297251.5773745 Edm = 0.00170009 NCalls = 1234 -VariableMetric: Iteration # 244 - FCN = 297251.5745033 Edm = 0.000602971 NCalls = 1236 -VariableMetric: Iteration # 245 - FCN = 297251.5730723 Edm = 0.000437931 NCalls = 1238 -VariableMetric: Iteration # 246 - FCN = 297251.5723912 Edm = 0.0007147 NCalls = 1241 -VariableMetric: Iteration # 247 - FCN = 297251.5711882 Edm = 0.000209854 NCalls = 1243 -VariableMetric: Iteration # 248 - FCN = 297251.5707948 Edm = 3.17423e-05 NCalls = 1245 -VariableMetric: After Hessian - FCN = 297251.5707948 Edm = 0.00226663 NCalls = 1730 -VariableMetric: Iteration # 249 - FCN = 297251.5707948 Edm = 0.00226663 NCalls = 1730 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314323.7711525 Edm = 15626.4 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314323.7711525 Edm = 15626.4 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299503.5436746 Edm = 2.62194 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299435.8281548 Edm = 6.97582 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299343.5848566 Edm = 42.7185 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299274.7628797 Edm = 13.2011 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299255.5107658 Edm = 3.58962 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 299204.4854101 Edm = 87.5134 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298468.3541137 Edm = 26.4805 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298282.1117724 Edm = 11.7838 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298274.2841555 Edm = 3.22257 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298269.7440746 Edm = 1.01027 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298269.4289236 Edm = 0.544571 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 298253.8942944 Edm = 14.0412 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297972.633696 Edm = 35.9165 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297915.9374402 Edm = 1.33782 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297914.3620066 Edm = 0.209124 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297913.5287575 Edm = 0.368129 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297912.6247168 Edm = 0.326103 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297901.4870915 Edm = 5.83282 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297842.3863257 Edm = 47.1238 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297794.6019877 Edm = 64.5363 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297728.7781253 Edm = 14.5281 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297682.0877915 Edm = 27.9177 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297670.2271572 Edm = 7.85773 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297662.6820525 Edm = 0.916697 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297660.9347483 Edm = 0.279564 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297660.7029306 Edm = 0.0345405 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297660.1523304 Edm = 0.528924 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297621.7394823 Edm = 9.76021 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297572.456323 Edm = 0.953219 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297571.2961639 Edm = 0.0968121 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297571.1834251 Edm = 0.0293742 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297570.8696052 Edm = 0.256568 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297569.3043765 Edm = 0.542263 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297566.9269964 Edm = 1.18327 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297559.7447066 Edm = 4.19857 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297542.9158785 Edm = 1.87539 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297540.6460918 Edm = 0.169946 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297540.4917094 Edm = 0.008087 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297540.4819019 Edm = 0.00299496 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297540.4384036 Edm = 0.0949699 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297540.0885575 Edm = 0.428079 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297537.9179381 Edm = 1.8778 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297524.4555122 Edm = 2.25623 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297522.2461014 Edm = 0.336039 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297521.9659385 Edm = 0.0156242 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297521.9473722 Edm = 0.00241284 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297521.903009 Edm = 0.0520184 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297520.5281147 Edm = 1.57113 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297520.5184993 Edm = 0.00335305 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297520.3728369 Edm = 0.171853 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297519.3184675 Edm = 1.06284 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297515.134848 Edm = 0.645057 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297512.8359773 Edm = 1.33781 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297511.9765881 Edm = 0.0476449 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297511.9258047 Edm = 0.0016608 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297511.9177845 Edm = 0.00722447 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297511.8867601 Edm = 0.0359896 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297511.6533292 Edm = 0.203024 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297499.8054134 Edm = 6.43063 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297492.2849781 Edm = 9.80561 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297488.9815654 Edm = 1.1307 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297488.0647639 Edm = 0.0610274 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297488.0226574 Edm = 0.00714879 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297488.0170712 Edm = 0.000973206 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297488.0159447 Edm = 0.000231999 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297488.014932 Edm = 0.0009625 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297487.9934502 Edm = 0.0233194 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297487.7527198 Edm = 0.111364 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297486.3438008 Edm = 0.457419 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297485.3648526 Edm = 0.0425134 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297485.3157977 Edm = 0.0016888 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297485.3141009 Edm = 8.51998e-05 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297485.3139 Edm = 0.000101499 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297485.3105467 Edm = 0.0027569 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297485.2111093 Edm = 0.0945456 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297483.7865921 Edm = 0.140241 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297483.6437504 Edm = 0.000666804 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297483.6430252 Edm = 1.90992e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297483.6430252 Edm = 3486.48 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297483.6430252 Edm = 3486.48 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297479.9435466 Edm = 10371 NCalls = 746 -VariableMetric: Iteration # 81 - FCN = 297478.5693348 Edm = 16.016 NCalls = 753 -VariableMetric: Iteration # 82 - FCN = 297478.4801196 Edm = 610.314 NCalls = 760 -VariableMetric: Iteration # 83 - FCN = 297478.449739 Edm = 1094.01 NCalls = 764 -VariableMetric: Iteration # 84 - FCN = 297478.3617564 Edm = 1147.18 NCalls = 768 -VariableMetric: Iteration # 85 - FCN = 297478.2920498 Edm = 340.785 NCalls = 772 -VariableMetric: Iteration # 86 - FCN = 297477.7926631 Edm = 746.654 NCalls = 775 -VariableMetric: Iteration # 87 - FCN = 297477.2795122 Edm = 557.011 NCalls = 778 -VariableMetric: Iteration # 88 - FCN = 297476.9012646 Edm = 116.254 NCalls = 781 -VariableMetric: Iteration # 89 - FCN = 297476.583333 Edm = 158.847 NCalls = 784 -VariableMetric: Iteration # 90 - FCN = 297476.4022496 Edm = 38.4175 NCalls = 787 -VariableMetric: Iteration # 91 - FCN = 297476.1356491 Edm = 18.2504 NCalls = 790 -VariableMetric: Iteration # 92 - FCN = 297475.6555758 Edm = 65.5083 NCalls = 792 -VariableMetric: Iteration # 93 - FCN = 297473.5404484 Edm = 29.9416 NCalls = 794 -VariableMetric: Iteration # 94 - FCN = 297473.1514554 Edm = 21.256 NCalls = 796 -VariableMetric: Iteration # 95 - FCN = 297472.7653037 Edm = 9.64082 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297470.2962536 Edm = 23.9675 NCalls = 806 -VariableMetric: Iteration # 97 - FCN = 297469.8781102 Edm = 1.78226 NCalls = 808 -VariableMetric: Iteration # 98 - FCN = 297469.3193941 Edm = 8.10618 NCalls = 810 -VariableMetric: Iteration # 99 - FCN = 297468.6903869 Edm = 3.5065 NCalls = 812 -VariableMetric: Iteration # 100 - FCN = 297468.314323 Edm = 5.48745 NCalls = 814 -VariableMetric: Iteration # 101 - FCN = 297467.7455884 Edm = 9.90425 NCalls = 816 -VariableMetric: Iteration # 102 - FCN = 297466.0223534 Edm = 3.44088 NCalls = 819 -VariableMetric: Iteration # 103 - FCN = 297465.2214826 Edm = 5.38784 NCalls = 821 -VariableMetric: Iteration # 104 - FCN = 297464.2504575 Edm = 2.68724 NCalls = 824 -VariableMetric: Iteration # 105 - FCN = 297463.6125536 Edm = 1.58846 NCalls = 826 -VariableMetric: Iteration # 106 - FCN = 297463.3443061 Edm = 0.922224 NCalls = 828 -VariableMetric: Iteration # 107 - FCN = 297462.9538068 Edm = 0.389434 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297462.7192495 Edm = 0.116546 NCalls = 832 -VariableMetric: Iteration # 109 - FCN = 297462.6380414 Edm = 0.0179947 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297462.6258346 Edm = 0.00169671 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297462.6246876 Edm = 0.000491521 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297462.6244713 Edm = 0.0001638 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297462.6243653 Edm = 4.11794e-05 NCalls = 842 -VariableMetric: After Hessian - FCN = 297462.6243653 Edm = 3.68943e-05 NCalls = 1323 -VariableMetric: Iteration # 114 - FCN = 297462.6243653 Edm = 3.68943e-05 NCalls = 1323 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321099.4852267 Edm = 141.714 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321099.4852267 Edm = 141.714 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 319513.6680827 Edm = 64.8794 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 319486.0379687 Edm = 71.5448 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 319304.1034753 Edm = 340.976 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 318871.6156437 Edm = 228.132 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 318309.259395 Edm = 72.5503 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 318214.2161584 Edm = 68.2081 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 300351.4109991 Edm = 608.459 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300351.4109991 Edm = 608.459 NCalls = 42 -VariableMetric: After Hessian - FCN = 300351.4109991 Edm = 3.88668e+06 NCalls = 509 -VariableMetric: Iteration # 9 - FCN = 300351.4109991 Edm = 3.88668e+06 NCalls = 509 -VariableMetric: Iteration # 10 - FCN = 300271.7415551 Edm = 1.00452e+07 NCalls = 520 -VariableMetric: Iteration # 11 - FCN = 300169.6601908 Edm = 5707.43 NCalls = 522 -VariableMetric: Iteration # 12 - FCN = 300169.6601908 Edm = 5707.43 NCalls = 533 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330913.5124019 Edm = 61.9865 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330913.5124019 Edm = 61.9865 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303728.8042783 Edm = 7.43847 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302559.5935004 Edm = 18.9787 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302522.5042571 Edm = 216.504 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298969.9926453 Edm = 203.122 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298701.5735573 Edm = 277.063 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298424.9715058 Edm = 43.6862 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298379.9533359 Edm = 3.16604 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 298373.5062656 Edm = 7.10213 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 298189.6204821 Edm = 57.6553 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298039.0270156 Edm = 10.1531 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 298026.8788153 Edm = 0.100719 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 298026.6502058 Edm = 0.161646 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297960.7399491 Edm = 41.8565 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297750.675001 Edm = 2.2303 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297747.8842673 Edm = 0.0569372 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297746.4684793 Edm = 1.02498 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297722.2322429 Edm = 22.6698 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297694.1540985 Edm = 19.8348 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297581.1517102 Edm = 6.54569 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297572.0974501 Edm = 1.28706 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297570.0346289 Edm = 0.343734 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297569.5553127 Edm = 0.0432102 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297569.4671843 Edm = 0.0280507 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297568.3989162 Edm = 0.785396 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297515.8303808 Edm = 22.0087 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297484.7111104 Edm = 1.87478 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297482.2339611 Edm = 0.724111 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297481.38945 Edm = 0.221077 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297481.2112605 Edm = 0.0813982 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297481.1373231 Edm = 0.0116897 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297481.0796774 Edm = 0.0400949 NCalls = 97 -VariableMetric: Iteration # 32 - FCN = 297462.8388395 Edm = 10.3766 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297422.7714765 Edm = 3.04772 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297417.4386598 Edm = 0.170259 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297417.0800498 Edm = 0.0427878 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297417.0329448 Edm = 0.00628992 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297417.0192198 Edm = 0.00432057 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297416.984192 Edm = 0.0213227 NCalls = 118 -VariableMetric: Iteration # 39 - FCN = 297416.2363158 Edm = 0.630979 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297396.4864834 Edm = 7.85282 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297382.9366975 Edm = 2.40701 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297380.3444291 Edm = 0.419407 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297379.8029491 Edm = 0.293896 NCalls = 133 -VariableMetric: Iteration # 44 - FCN = 297379.4657787 Edm = 0.0590714 NCalls = 135 -VariableMetric: Iteration # 45 - FCN = 297379.2488995 Edm = 0.102837 NCalls = 139 -VariableMetric: Iteration # 46 - FCN = 297378.4913098 Edm = 1.30468 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297378.3442415 Edm = 0.809045 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297377.2955406 Edm = 1.22126 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297376.847939 Edm = 0.800179 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297375.8947242 Edm = 0.930004 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297374.2461012 Edm = 1.4611 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297372.4992834 Edm = 0.349735 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297372.2134193 Edm = 0.159373 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297372.0287352 Edm = 0.037814 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297372.0052906 Edm = 0.00358169 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297372.0000843 Edm = 0.00191012 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297371.985716 Edm = 0.0155333 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297371.8163407 Edm = 0.163479 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297366.8304413 Edm = 2.54009 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297363.1699385 Edm = 8.08287 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297359.4435066 Edm = 4.81305 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297356.4745592 Edm = 1.1842 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297355.5717047 Edm = 0.160487 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297355.4117914 Edm = 0.125834 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297355.3335492 Edm = 0.0263321 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297355.2793435 Edm = 0.00912305 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297355.2636557 Edm = 0.00190549 NCalls = 203 -VariableMetric: Iteration # 68 - FCN = 297355.2606445 Edm = 0.000712306 NCalls = 205 -VariableMetric: Iteration # 69 - FCN = 297355.2564094 Edm = 0.00315963 NCalls = 208 -VariableMetric: Iteration # 70 - FCN = 297355.114693 Edm = 0.133169 NCalls = 212 -VariableMetric: Iteration # 71 - FCN = 297351.6213558 Edm = 0.731123 NCalls = 217 -VariableMetric: Iteration # 72 - FCN = 297351.1978849 Edm = 0.0459884 NCalls = 219 -VariableMetric: Iteration # 73 - FCN = 297351.1632115 Edm = 0.00429909 NCalls = 221 -VariableMetric: Iteration # 74 - FCN = 297351.1596454 Edm = 0.000424385 NCalls = 223 -VariableMetric: Iteration # 75 - FCN = 297351.1589376 Edm = 0.000324309 NCalls = 225 -VariableMetric: Iteration # 76 - FCN = 297351.1490806 Edm = 0.0106676 NCalls = 229 -VariableMetric: Iteration # 77 - FCN = 297350.8660707 Edm = 0.243633 NCalls = 236 -VariableMetric: Iteration # 78 - FCN = 297348.5617766 Edm = 0.571815 NCalls = 240 -VariableMetric: Iteration # 79 - FCN = 297348.0825711 Edm = 0.025971 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297348.0567473 Edm = 0.00129448 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297348.0552775 Edm = 0.000205186 NCalls = 245 -VariableMetric: Iteration # 82 - FCN = 297348.0532513 Edm = 0.00179919 NCalls = 248 -VariableMetric: Iteration # 83 - FCN = 297347.8150756 Edm = 0.211847 NCalls = 253 -VariableMetric: Iteration # 84 - FCN = 297345.3320174 Edm = 0.380756 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297344.809433 Edm = 0.0367347 NCalls = 258 -VariableMetric: Iteration # 86 - FCN = 297344.7711333 Edm = 0.00571099 NCalls = 259 -VariableMetric: Iteration # 87 - FCN = 297344.7655329 Edm = 0.00040962 NCalls = 261 -VariableMetric: Iteration # 88 - FCN = 297344.7649654 Edm = 9.52552e-05 NCalls = 263 -VariableMetric: Iteration # 89 - FCN = 297344.7644583 Edm = 0.000465785 NCalls = 266 -VariableMetric: Iteration # 90 - FCN = 297344.7619735 Edm = 0.0031636 NCalls = 270 -VariableMetric: Iteration # 91 - FCN = 297344.723177 Edm = 0.0352791 NCalls = 277 -VariableMetric: Iteration # 92 - FCN = 297344.0622697 Edm = 0.173235 NCalls = 281 -VariableMetric: Iteration # 93 - FCN = 297343.8110104 Edm = 0.00873148 NCalls = 283 -VariableMetric: Iteration # 94 - FCN = 297343.8020569 Edm = 0.000106391 NCalls = 284 -VariableMetric: Iteration # 95 - FCN = 297343.801936 Edm = 2.68809e-05 NCalls = 286 -VariableMetric: After Hessian - FCN = 297343.801936 Edm = 107.251 NCalls = 765 -VariableMetric: Iteration # 96 - FCN = 297343.801936 Edm = 107.251 NCalls = 765 -VariableMetric: Iteration # 97 - FCN = 297343.5707402 Edm = 348.924 NCalls = 769 -VariableMetric: Iteration # 98 - FCN = 297339.9786081 Edm = 0.0100915 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297339.193488 Edm = 12987.5 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297339.1841033 Edm = 311.115 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297339.1271192 Edm = 696.217 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297339.1081221 Edm = 81.3709 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297339.0908308 Edm = 17.5329 NCalls = 798 -VariableMetric: Iteration # 104 - FCN = 297339.0595258 Edm = 18.3868 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297339.0476023 Edm = 4.30369 NCalls = 804 -VariableMetric: Iteration # 106 - FCN = 297339.0358904 Edm = 4.92041 NCalls = 807 -VariableMetric: Iteration # 107 - FCN = 297338.9741077 Edm = 4.43118 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297338.9435822 Edm = 5.33596 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297338.9129375 Edm = 0.337907 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297338.9117465 Edm = 3561.22 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297338.9011039 Edm = 46.6711 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297338.8850995 Edm = 348.481 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297338.8659385 Edm = 29.3529 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297338.8641039 Edm = 34.6292 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297338.7801821 Edm = 52.2215 NCalls = 836 -VariableMetric: Iteration # 116 - FCN = 297338.7250422 Edm = 19.5943 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297338.594582 Edm = 10.7492 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297338.5298756 Edm = 35.0148 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297338.024277 Edm = 6.78917 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297337.4965141 Edm = 2.23335 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297337.4632901 Edm = 51.3606 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297337.3939024 Edm = 15.9598 NCalls = 853 -VariableMetric: Iteration # 123 - FCN = 297337.1572905 Edm = 19.6936 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297337.0782318 Edm = 1.54069 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297336.960406 Edm = 1.91052 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297336.7018515 Edm = 1.1861 NCalls = 862 -VariableMetric: Iteration # 127 - FCN = 297336.5019589 Edm = 2.06458 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297336.1993433 Edm = 1.08115 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297335.9189374 Edm = 1.42918 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297335.5471639 Edm = 2.58619 NCalls = 870 -VariableMetric: Iteration # 131 - FCN = 297334.0187609 Edm = 14.8877 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297333.161334 Edm = 9.63897 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297332.6089954 Edm = 20.0569 NCalls = 879 -VariableMetric: Iteration # 134 - FCN = 297331.3456005 Edm = 12.6311 NCalls = 882 -VariableMetric: Iteration # 135 - FCN = 297328.6016204 Edm = 45.7592 NCalls = 884 -VariableMetric: Iteration # 136 - FCN = 297322.7690479 Edm = 13.2607 NCalls = 889 -VariableMetric: Iteration # 137 - FCN = 297321.2052359 Edm = 4.56638 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297315.5745842 Edm = 15.7283 NCalls = 896 -VariableMetric: Iteration # 139 - FCN = 297312.3331232 Edm = 5.8823 NCalls = 900 -VariableMetric: Iteration # 140 - FCN = 297311.2604688 Edm = 3.58581 NCalls = 904 -VariableMetric: Iteration # 141 - FCN = 297310.0396364 Edm = 2.0056 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297308.6325703 Edm = 1.4805 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297307.2547972 Edm = 2.8159 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297306.782739 Edm = 0.72967 NCalls = 915 -VariableMetric: Iteration # 145 - FCN = 297305.7416734 Edm = 0.527329 NCalls = 918 -VariableMetric: Iteration # 146 - FCN = 297305.0699011 Edm = 0.209065 NCalls = 920 -VariableMetric: Iteration # 147 - FCN = 297304.8471023 Edm = 0.0531744 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297304.7839756 Edm = 0.0209576 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297304.7615163 Edm = 0.0103742 NCalls = 926 -VariableMetric: Iteration # 150 - FCN = 297304.7438569 Edm = 0.00974578 NCalls = 928 -VariableMetric: Iteration # 151 - FCN = 297304.7302944 Edm = 0.00600939 NCalls = 930 -VariableMetric: Iteration # 152 - FCN = 297304.7162467 Edm = 0.0054785 NCalls = 932 -VariableMetric: Iteration # 153 - FCN = 297304.6270106 Edm = 1.44181 NCalls = 943 -VariableMetric: Iteration # 154 - FCN = 297304.6160361 Edm = 0.0571212 NCalls = 946 -VariableMetric: Iteration # 155 - FCN = 297304.4463588 Edm = 0.381818 NCalls = 952 -VariableMetric: Iteration # 156 - FCN = 297304.1245145 Edm = 0.346184 NCalls = 958 -VariableMetric: Iteration # 157 - FCN = 297304.0188192 Edm = 0.0577824 NCalls = 962 -VariableMetric: Iteration # 158 - FCN = 297302.8541207 Edm = 0.825492 NCalls = 965 -VariableMetric: Iteration # 159 - FCN = 297302.283377 Edm = 0.881851 NCalls = 967 -VariableMetric: Iteration # 160 - FCN = 297302.0933706 Edm = 0.171935 NCalls = 969 -VariableMetric: Iteration # 161 - FCN = 297301.9540823 Edm = 0.206078 NCalls = 972 -VariableMetric: Iteration # 162 - FCN = 297301.6804662 Edm = 0.113292 NCalls = 974 -VariableMetric: Iteration # 163 - FCN = 297301.4992549 Edm = 0.0393163 NCalls = 976 -VariableMetric: Iteration # 164 - FCN = 297301.4164804 Edm = 0.0283766 NCalls = 978 -VariableMetric: Iteration # 165 - FCN = 297301.3807364 Edm = 0.0332636 NCalls = 980 -VariableMetric: Iteration # 166 - FCN = 297301.3473117 Edm = 0.0118139 NCalls = 983 -VariableMetric: Iteration # 167 - FCN = 297301.3298797 Edm = 0.00824049 NCalls = 986 -VariableMetric: Iteration # 168 - FCN = 297301.3220911 Edm = 0.00218131 NCalls = 988 -VariableMetric: Iteration # 169 - FCN = 297301.3190807 Edm = 0.00122393 NCalls = 991 -VariableMetric: Iteration # 170 - FCN = 297301.316819 Edm = 0.000854806 NCalls = 993 -VariableMetric: Iteration # 171 - FCN = 297301.3150236 Edm = 0.00080066 NCalls = 996 -VariableMetric: Iteration # 172 - FCN = 297301.314089 Edm = 0.000205941 NCalls = 998 -VariableMetric: Iteration # 173 - FCN = 297301.3137478 Edm = 0.000123366 NCalls = 1001 -VariableMetric: Iteration # 174 - FCN = 297301.3136073 Edm = 2.612e-05 NCalls = 1003 -VariableMetric: After Hessian - FCN = 297301.3136073 Edm = 4.81368e-05 NCalls = 1502 -VariableMetric: Iteration # 175 - FCN = 297301.3136073 Edm = 4.81368e-05 NCalls = 1502 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332424.3131792 Edm = 461.541 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332424.3131792 Edm = 461.541 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306343.0046235 Edm = 11.69 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303686.2669738 Edm = 82.5342 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303675.7597063 Edm = 40.6587 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 303666.1150022 Edm = 4.4607 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 303442.6046266 Edm = 145.354 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 301782.1130729 Edm = 209.789 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 301588.2348667 Edm = 151.663 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 300609.7201113 Edm = 1028.6 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 300555.6099068 Edm = 305.924 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299677.1585259 Edm = 101.722 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 299517.5630937 Edm = 12.3545 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 299501.1145087 Edm = 0.706031 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 299500.1591658 Edm = 0.0935092 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 299485.1289663 Edm = 14.2946 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 299150.9778314 Edm = 15.7477 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 299127.4960826 Edm = 17.4846 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 299109.1980649 Edm = 1.00844 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 299107.1103736 Edm = 0.0988559 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 299106.8874736 Edm = 0.11977 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 299102.6499366 Edm = 3.18061 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 299059.0989035 Edm = 24.1656 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 298736.7184548 Edm = 447.056 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 298652.111724 Edm = 28.0151 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 298637.3247836 Edm = 24.3769 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 298609.4340587 Edm = 19.8434 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 298583.0916414 Edm = 16.5013 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 298573.0885176 Edm = 1.91493 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 298570.5553874 Edm = 0.599318 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 298570.1740826 Edm = 0.178112 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 298568.0003572 Edm = 3.1288 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 298556.556131 Edm = 9.08164 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 298474.7325948 Edm = 6.19989 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 298471.0747388 Edm = 0.881875 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 298469.646767 Edm = 0.119933 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 298469.4964958 Edm = 0.0667005 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 298468.6255867 Edm = 0.76721 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 298419.7179304 Edm = 25.616 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 298368.1631175 Edm = 1.29165 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 298366.8369931 Edm = 0.0192336 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 298366.7903498 Edm = 0.024923 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 298366.6470383 Edm = 0.117683 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 298363.4817351 Edm = 3.38628 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 298360.6942426 Edm = 2.59353 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 298308.0854589 Edm = 5.012 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 298304.067158 Edm = 0.443925 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 298303.7219012 Edm = 0.0406059 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 298303.6601128 Edm = 0.0423833 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 298303.4421054 Edm = 0.181143 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 298299.9210898 Edm = 3.51729 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 298255.5397137 Edm = 17.3317 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 298226.1415088 Edm = 1.67691 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 298224.0141445 Edm = 0.145262 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 298223.8694441 Edm = 0.00473788 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 298223.8606008 Edm = 0.00289511 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 298223.8247273 Edm = 0.0247413 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 298221.5777721 Edm = 2.25269 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297789.9613387 Edm = 259.448 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297788.3453521 Edm = 19.6353 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297769.9123031 Edm = 13.7321 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297742.5603111 Edm = 17.8373 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297683.9400978 Edm = 72.2357 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297611.9423153 Edm = 79.9651 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297537.9003034 Edm = 21.5584 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297521.3018891 Edm = 6.71776 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297518.7854534 Edm = 3.08537 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297513.7876264 Edm = 3.87947 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297508.7177808 Edm = 1.57711 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297506.1691518 Edm = 2.59561 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297504.4482451 Edm = 0.766971 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297502.9663734 Edm = 0.41424 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297502.1209042 Edm = 0.146447 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297501.9356133 Edm = 0.022782 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297501.9053857 Edm = 0.00830983 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297501.8777503 Edm = 0.0193134 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297501.730471 Edm = 0.0550426 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297501.6555433 Edm = 0.0246138 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297501.5923661 Edm = 0.0298137 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297501.4327887 Edm = 0.0886356 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297501.2949343 Edm = 0.05426 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297501.1502879 Edm = 0.103662 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297500.847637 Edm = 0.313261 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297498.4923596 Edm = 3.2753 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297487.3379391 Edm = 7.8234 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297464.089927 Edm = 49.577 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297460.7022191 Edm = 20.131 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297445.0671402 Edm = 23.4157 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297430.0419727 Edm = 10.1148 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297411.6433004 Edm = 8.35669 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297398.1117418 Edm = 22.4603 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297391.9060194 Edm = 2.55067 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297389.0694171 Edm = 0.76385 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297387.9025684 Edm = 0.202616 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297387.4670518 Edm = 0.16379 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297386.0546602 Edm = 0.520448 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297385.1417029 Edm = 0.601902 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297384.7899442 Edm = 0.144901 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297384.450471 Edm = 0.126278 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297384.1188047 Edm = 0.0614232 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297384.0057182 Edm = 0.0755226 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297383.9336214 Edm = 0.0377008 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297383.847564 Edm = 0.025898 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297383.7818885 Edm = 0.0354874 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297383.5721907 Edm = 0.185017 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297383.2762908 Edm = 0.269815 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297383.0695398 Edm = 0.046514 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297383.0071065 Edm = 0.0264802 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297382.9841428 Edm = 0.0148615 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297382.967496 Edm = 0.00725746 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297382.9495166 Edm = 0.0119233 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297382.8036271 Edm = 0.125588 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297382.587568 Edm = 0.0709964 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297382.360505 Edm = 0.176122 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297381.9367153 Edm = 0.669601 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297380.1536784 Edm = 1.59448 NCalls = 375 -VariableMetric: Iteration # 115 - FCN = 297367.6711637 Edm = 7.05377 NCalls = 378 -VariableMetric: Iteration # 116 - FCN = 297357.5612944 Edm = 5.77985 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297351.6016012 Edm = 0.526287 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297351.2115949 Edm = 0.853567 NCalls = 387 -VariableMetric: Iteration # 119 - FCN = 297350.9886806 Edm = 0.209553 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297350.8249169 Edm = 0.0340662 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297350.7121233 Edm = 0.0621892 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297350.6068276 Edm = 0.0201078 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297350.5832914 Edm = 0.00479859 NCalls = 398 -VariableMetric: Iteration # 124 - FCN = 297350.5748204 Edm = 0.00187903 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297350.5716698 Edm = 0.00123891 NCalls = 402 -VariableMetric: Iteration # 126 - FCN = 297350.5690408 Edm = 0.00152568 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297350.5657062 Edm = 0.00166889 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297350.5602968 Edm = 0.00136866 NCalls = 408 -VariableMetric: Iteration # 129 - FCN = 297350.5589081 Edm = 0.000629145 NCalls = 410 -VariableMetric: Iteration # 130 - FCN = 297350.5572778 Edm = 0.00121264 NCalls = 412 -VariableMetric: Iteration # 131 - FCN = 297350.5306253 Edm = 0.0200655 NCalls = 416 -VariableMetric: Iteration # 132 - FCN = 297350.2926494 Edm = 0.455322 NCalls = 422 -VariableMetric: Iteration # 133 - FCN = 297350.0652365 Edm = 0.599303 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297348.8808228 Edm = 1.2217 NCalls = 431 -VariableMetric: Iteration # 135 - FCN = 297348.5653765 Edm = 0.284544 NCalls = 435 -VariableMetric: Iteration # 136 - FCN = 297348.2898056 Edm = 1.44667 NCalls = 437 -VariableMetric: Iteration # 137 - FCN = 297347.3468734 Edm = 1.93983 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297346.3642007 Edm = 2.00224 NCalls = 443 -VariableMetric: Iteration # 139 - FCN = 297344.2611973 Edm = 0.940674 NCalls = 447 -VariableMetric: Iteration # 140 - FCN = 297343.3260685 Edm = 0.340997 NCalls = 448 -VariableMetric: Iteration # 141 - FCN = 297342.8098409 Edm = 0.183766 NCalls = 451 -VariableMetric: Iteration # 142 - FCN = 297342.3865215 Edm = 0.399938 NCalls = 453 -VariableMetric: Iteration # 143 - FCN = 297341.3437699 Edm = 0.458844 NCalls = 457 -VariableMetric: Iteration # 144 - FCN = 297340.6515018 Edm = 0.472396 NCalls = 461 -VariableMetric: Iteration # 145 - FCN = 297340.3325648 Edm = 0.109501 NCalls = 463 -VariableMetric: Iteration # 146 - FCN = 297340.2126001 Edm = 0.056563 NCalls = 465 -VariableMetric: Iteration # 147 - FCN = 297340.1862065 Edm = 0.0180088 NCalls = 467 -VariableMetric: Iteration # 148 - FCN = 297340.1500176 Edm = 0.0121377 NCalls = 469 -VariableMetric: Iteration # 149 - FCN = 297340.1268827 Edm = 0.00347147 NCalls = 471 -VariableMetric: Iteration # 150 - FCN = 297340.1209544 Edm = 0.00127714 NCalls = 473 -VariableMetric: Iteration # 151 - FCN = 297340.1189944 Edm = 0.00154951 NCalls = 476 -VariableMetric: Iteration # 152 - FCN = 297340.1088395 Edm = 0.00643303 NCalls = 480 -VariableMetric: Iteration # 153 - FCN = 297340.0834657 Edm = 0.0143901 NCalls = 483 -VariableMetric: Iteration # 154 - FCN = 297340.069197 Edm = 0.00538126 NCalls = 484 -VariableMetric: Iteration # 155 - FCN = 297340.0632152 Edm = 0.000718115 NCalls = 486 -VariableMetric: Iteration # 156 - FCN = 297340.0616516 Edm = 0.000840164 NCalls = 488 -VariableMetric: Iteration # 157 - FCN = 297340.0567573 Edm = 0.00205575 NCalls = 490 -VariableMetric: Iteration # 158 - FCN = 297340.0450946 Edm = 0.00796095 NCalls = 493 -VariableMetric: Iteration # 159 - FCN = 297339.8736928 Edm = 0.207965 NCalls = 497 -VariableMetric: Iteration # 160 - FCN = 297339.7575301 Edm = 0.122009 NCalls = 502 -VariableMetric: Iteration # 161 - FCN = 297337.878552 Edm = 2.79779 NCalls = 505 -VariableMetric: Iteration # 162 - FCN = 297336.8438759 Edm = 1.04258 NCalls = 511 -VariableMetric: Iteration # 163 - FCN = 297330.9121056 Edm = 3.34365 NCalls = 515 -VariableMetric: Iteration # 164 - FCN = 297330.0891012 Edm = 1.07951 NCalls = 517 -VariableMetric: Iteration # 165 - FCN = 297329.5685009 Edm = 0.0934174 NCalls = 519 -VariableMetric: Iteration # 166 - FCN = 297329.4167575 Edm = 0.0466264 NCalls = 522 -VariableMetric: Iteration # 167 - FCN = 297329.3364318 Edm = 0.0228269 NCalls = 525 -VariableMetric: Iteration # 168 - FCN = 297329.3102798 Edm = 0.0134427 NCalls = 527 -VariableMetric: Iteration # 169 - FCN = 297329.2917169 Edm = 0.0131069 NCalls = 530 -VariableMetric: Iteration # 170 - FCN = 297329.2703363 Edm = 0.00438141 NCalls = 533 -VariableMetric: Iteration # 171 - FCN = 297329.2636839 Edm = 0.00369945 NCalls = 536 -VariableMetric: Iteration # 172 - FCN = 297329.261039 Edm = 0.000966046 NCalls = 538 -VariableMetric: Iteration # 173 - FCN = 297329.2596218 Edm = 0.000155172 NCalls = 540 -VariableMetric: Iteration # 174 - FCN = 297329.2593163 Edm = 0.000130023 NCalls = 542 -VariableMetric: Iteration # 175 - FCN = 297329.2585151 Edm = 0.000563992 NCalls = 545 -VariableMetric: Iteration # 176 - FCN = 297329.2551953 Edm = 0.00176264 NCalls = 548 -VariableMetric: Iteration # 177 - FCN = 297329.2427881 Edm = 0.00964632 NCalls = 552 -VariableMetric: Iteration # 178 - FCN = 297329.212731 Edm = 0.0231361 NCalls = 555 -VariableMetric: Iteration # 179 - FCN = 297328.9783416 Edm = 0.207827 NCalls = 559 -VariableMetric: Iteration # 180 - FCN = 297326.8624705 Edm = 4.62579 NCalls = 563 -VariableMetric: Iteration # 181 - FCN = 297325.8440113 Edm = 1.47087 NCalls = 567 -VariableMetric: Iteration # 182 - FCN = 297324.432411 Edm = 2.37012 NCalls = 572 -VariableMetric: Iteration # 183 - FCN = 297323.5660492 Edm = 0.793856 NCalls = 574 -VariableMetric: Iteration # 184 - FCN = 297322.9914914 Edm = 1.2255 NCalls = 577 -VariableMetric: Iteration # 185 - FCN = 297322.3557826 Edm = 0.570345 NCalls = 579 -VariableMetric: Iteration # 186 - FCN = 297321.9587939 Edm = 0.134467 NCalls = 582 -VariableMetric: Iteration # 187 - FCN = 297321.8473051 Edm = 0.0750846 NCalls = 584 -VariableMetric: Iteration # 188 - FCN = 297321.7896635 Edm = 0.0436538 NCalls = 587 -VariableMetric: Iteration # 189 - FCN = 297321.6533356 Edm = 0.126412 NCalls = 590 -VariableMetric: Iteration # 190 - FCN = 297321.4267902 Edm = 0.247263 NCalls = 593 -VariableMetric: Iteration # 191 - FCN = 297321.1919759 Edm = 0.147013 NCalls = 597 -VariableMetric: Iteration # 192 - FCN = 297321.1434204 Edm = 0.0822418 NCalls = 600 -VariableMetric: Iteration # 193 - FCN = 297320.8906076 Edm = 0.165651 NCalls = 604 -VariableMetric: Iteration # 194 - FCN = 297320.7176531 Edm = 0.0809258 NCalls = 605 -VariableMetric: Iteration # 195 - FCN = 297320.6116553 Edm = 0.033652 NCalls = 607 -VariableMetric: Iteration # 196 - FCN = 297320.5596662 Edm = 0.0237982 NCalls = 609 -VariableMetric: Iteration # 197 - FCN = 297320.5119822 Edm = 0.0473611 NCalls = 612 -VariableMetric: Iteration # 198 - FCN = 297320.4489529 Edm = 0.0385927 NCalls = 615 -VariableMetric: Iteration # 199 - FCN = 297320.4173562 Edm = 0.0207192 NCalls = 617 -VariableMetric: Iteration # 200 - FCN = 297320.389539 Edm = 0.0265779 NCalls = 620 -VariableMetric: Iteration # 201 - FCN = 297320.3694274 Edm = 0.0356612 NCalls = 622 -VariableMetric: Iteration # 202 - FCN = 297320.29196 Edm = 0.048763 NCalls = 629 -VariableMetric: Iteration # 203 - FCN = 297320.1855465 Edm = 0.208096 NCalls = 633 -VariableMetric: Iteration # 204 - FCN = 297320.1382318 Edm = 0.121185 NCalls = 636 -VariableMetric: Iteration # 205 - FCN = 297319.9467231 Edm = 0.169512 NCalls = 640 -VariableMetric: Iteration # 206 - FCN = 297319.8688038 Edm = 0.112715 NCalls = 642 -VariableMetric: Iteration # 207 - FCN = 297319.6201622 Edm = 0.123116 NCalls = 646 -VariableMetric: Iteration # 208 - FCN = 297319.48259 Edm = 0.196042 NCalls = 648 -VariableMetric: Iteration # 209 - FCN = 297319.2200514 Edm = 0.138436 NCalls = 651 -VariableMetric: Iteration # 210 - FCN = 297319.1640656 Edm = 0.105046 NCalls = 654 -VariableMetric: Iteration # 211 - FCN = 297318.3512924 Edm = 0.532775 NCalls = 658 -VariableMetric: Iteration # 212 - FCN = 297317.6910969 Edm = 0.34134 NCalls = 661 -VariableMetric: Iteration # 213 - FCN = 297317.4274919 Edm = 0.140173 NCalls = 663 -VariableMetric: Iteration # 214 - FCN = 297317.3556456 Edm = 0.174997 NCalls = 665 -VariableMetric: Iteration # 215 - FCN = 297317.2789996 Edm = 0.0692002 NCalls = 668 -VariableMetric: Iteration # 216 - FCN = 297317.1915795 Edm = 0.0556369 NCalls = 671 -VariableMetric: Iteration # 217 - FCN = 297317.1446017 Edm = 0.0419869 NCalls = 673 -VariableMetric: Iteration # 218 - FCN = 297317.0621877 Edm = 0.0228347 NCalls = 677 -VariableMetric: Iteration # 219 - FCN = 297317.003218 Edm = 0.0317589 NCalls = 681 -VariableMetric: Iteration # 220 - FCN = 297316.9792074 Edm = 0.0388584 NCalls = 683 -VariableMetric: Iteration # 221 - FCN = 297316.848914 Edm = 0.124542 NCalls = 686 -VariableMetric: Iteration # 222 - FCN = 297316.7835381 Edm = 0.158045 NCalls = 689 -VariableMetric: Iteration # 223 - FCN = 297316.4102627 Edm = 0.153337 NCalls = 696 -VariableMetric: Iteration # 224 - FCN = 297316.3415758 Edm = 0.129704 NCalls = 698 -VariableMetric: Iteration # 225 - FCN = 297316.2927026 Edm = 0.0675409 NCalls = 700 -VariableMetric: Iteration # 226 - FCN = 297316.2252299 Edm = 0.0310127 NCalls = 702 -VariableMetric: Iteration # 227 - FCN = 297316.0886543 Edm = 0.127604 NCalls = 706 -VariableMetric: Iteration # 228 - FCN = 297315.9353814 Edm = 0.0812342 NCalls = 709 -VariableMetric: Iteration # 229 - FCN = 297315.8351751 Edm = 0.0478914 NCalls = 712 -VariableMetric: Iteration # 230 - FCN = 297315.7337202 Edm = 0.0191312 NCalls = 715 -VariableMetric: Iteration # 231 - FCN = 297315.7032293 Edm = 0.00576599 NCalls = 717 -VariableMetric: Iteration # 232 - FCN = 297315.6956264 Edm = 0.00269435 NCalls = 719 -VariableMetric: Iteration # 233 - FCN = 297315.6940557 Edm = 0.000592236 NCalls = 721 -VariableMetric: Iteration # 234 - FCN = 297315.6930861 Edm = 0.000523235 NCalls = 723 -VariableMetric: Iteration # 235 - FCN = 297315.6782502 Edm = 0.0122414 NCalls = 727 -VariableMetric: Iteration # 236 - FCN = 297315.2129637 Edm = 0.429627 NCalls = 731 -VariableMetric: Iteration # 237 - FCN = 297311.3968477 Edm = 1.32254 NCalls = 735 -VariableMetric: Iteration # 238 - FCN = 297310.86948 Edm = 0.592394 NCalls = 737 -VariableMetric: Iteration # 239 - FCN = 297310.2453261 Edm = 0.0733295 NCalls = 739 -VariableMetric: Iteration # 240 - FCN = 297310.1614899 Edm = 0.0256843 NCalls = 741 -VariableMetric: Iteration # 241 - FCN = 297310.1431641 Edm = 0.0472732 NCalls = 742 -VariableMetric: Iteration # 242 - FCN = 297310.0987925 Edm = 0.0170254 NCalls = 745 -VariableMetric: Iteration # 243 - FCN = 297310.0635565 Edm = 0.0118698 NCalls = 748 -VariableMetric: Iteration # 244 - FCN = 297310.0475284 Edm = 0.00835609 NCalls = 751 -VariableMetric: Iteration # 245 - FCN = 297310.03825 Edm = 0.00330536 NCalls = 754 -VariableMetric: Iteration # 246 - FCN = 297310.0331717 Edm = 0.00390714 NCalls = 757 -VariableMetric: Iteration # 247 - FCN = 297310.0299854 Edm = 0.0018437 NCalls = 759 -VariableMetric: Iteration # 248 - FCN = 297310.0260655 Edm = 0.000677425 NCalls = 763 -VariableMetric: Iteration # 249 - FCN = 297310.0242489 Edm = 0.000258484 NCalls = 767 -VariableMetric: Iteration # 250 - FCN = 297310.0238739 Edm = 8.90128e-05 NCalls = 769 -VariableMetric: Iteration # 251 - FCN = 297310.0238378 Edm = 3.63018e-05 NCalls = 771 -VariableMetric: After Hessian - FCN = 297310.0238378 Edm = 628.594 NCalls = 1258 -VariableMetric: Iteration # 252 - FCN = 297310.0238378 Edm = 628.594 NCalls = 1258 -VariableMetric: Iteration # 253 - FCN = 297309.6967845 Edm = 656.014 NCalls = 1263 -VariableMetric: Iteration # 254 - FCN = 297309.6246919 Edm = 5.40115 NCalls = 1267 -VariableMetric: Iteration # 255 - FCN = 297309.5574612 Edm = 0.0201496 NCalls = 1269 -VariableMetric: Iteration # 256 - FCN = 297309.5254744 Edm = 3204.48 NCalls = 1271 -VariableMetric: Iteration # 257 - FCN = 297309.5253878 Edm = 430.504 NCalls = 1275 -VariableMetric: Iteration # 258 - FCN = 297309.5111484 Edm = 71.5492 NCalls = 1279 -VariableMetric: Iteration # 259 - FCN = 297309.5055604 Edm = 61.4734 NCalls = 1283 -VariableMetric: Iteration # 260 - FCN = 297309.4274643 Edm = 95.8081 NCalls = 1286 -VariableMetric: Iteration # 261 - FCN = 297309.3398604 Edm = 163.145 NCalls = 1289 -VariableMetric: Iteration # 262 - FCN = 297309.0947678 Edm = 77.7968 NCalls = 1292 -VariableMetric: Iteration # 263 - FCN = 297308.8848691 Edm = 47.2299 NCalls = 1295 -VariableMetric: Iteration # 264 - FCN = 297308.7300622 Edm = 40.3375 NCalls = 1298 -VariableMetric: Iteration # 265 - FCN = 297308.2827685 Edm = 55.7924 NCalls = 1300 -VariableMetric: Iteration # 266 - FCN = 297307.9122152 Edm = 7.12446 NCalls = 1302 -VariableMetric: Iteration # 267 - FCN = 297307.8200473 Edm = 7.46336 NCalls = 1304 -VariableMetric: Iteration # 268 - FCN = 297307.7856141 Edm = 2.1393 NCalls = 1306 -VariableMetric: Iteration # 269 - FCN = 297307.6620823 Edm = 1.15199 NCalls = 1308 -VariableMetric: Iteration # 270 - FCN = 297307.6201194 Edm = 0.995885 NCalls = 1310 -VariableMetric: Iteration # 271 - FCN = 297307.5689259 Edm = 0.545851 NCalls = 1312 -VariableMetric: Iteration # 272 - FCN = 297306.7823513 Edm = 13.6384 NCalls = 1320 -VariableMetric: Iteration # 273 - FCN = 297306.7666086 Edm = 0.218551 NCalls = 1322 -VariableMetric: Iteration # 274 - FCN = 297306.7323685 Edm = 0.433373 NCalls = 1324 -VariableMetric: Iteration # 275 - FCN = 297306.6696807 Edm = 0.576823 NCalls = 1326 -VariableMetric: Iteration # 276 - FCN = 297306.5076773 Edm = 0.554109 NCalls = 1328 -VariableMetric: Iteration # 277 - FCN = 297306.2166155 Edm = 1.36018 NCalls = 1331 -VariableMetric: Iteration # 278 - FCN = 297306.0046707 Edm = 1.43514 NCalls = 1334 -VariableMetric: Iteration # 279 - FCN = 297305.736687 Edm = 2.47162 NCalls = 1337 -VariableMetric: Iteration # 280 - FCN = 297305.2421503 Edm = 1.94836 NCalls = 1340 -VariableMetric: Iteration # 281 - FCN = 297304.9976469 Edm = 1.72681 NCalls = 1343 -VariableMetric: Iteration # 282 - FCN = 297304.5162122 Edm = 2.29893 NCalls = 1346 -VariableMetric: Iteration # 283 - FCN = 297301.1326861 Edm = 8.0565 NCalls = 1351 -VariableMetric: Iteration # 284 - FCN = 297300.0196946 Edm = 4.65643 NCalls = 1356 -VariableMetric: Iteration # 285 - FCN = 297298.987439 Edm = 3.71628 NCalls = 1360 -VariableMetric: Iteration # 286 - FCN = 297298.1975484 Edm = 3.87146 NCalls = 1364 -VariableMetric: Iteration # 287 - FCN = 297296.6466863 Edm = 1.49494 NCalls = 1368 -VariableMetric: Iteration # 288 - FCN = 297294.7198129 Edm = 1.01445 NCalls = 1372 -VariableMetric: Iteration # 289 - FCN = 297293.8125555 Edm = 1.24782 NCalls = 1374 -VariableMetric: Iteration # 290 - FCN = 297292.9808849 Edm = 0.894018 NCalls = 1377 -VariableMetric: Iteration # 291 - FCN = 297292.5150909 Edm = 0.474771 NCalls = 1379 -VariableMetric: Iteration # 292 - FCN = 297291.8884613 Edm = 0.59637 NCalls = 1381 -VariableMetric: Iteration # 293 - FCN = 297291.1444821 Edm = 0.37153 NCalls = 1383 -VariableMetric: Iteration # 294 - FCN = 297290.8362099 Edm = 0.575543 NCalls = 1385 -VariableMetric: Iteration # 295 - FCN = 297290.7184959 Edm = 0.229956 NCalls = 1387 -VariableMetric: Iteration # 296 - FCN = 297290.5207151 Edm = 0.0960643 NCalls = 1389 -VariableMetric: Iteration # 297 - FCN = 297290.367939 Edm = 0.035729 NCalls = 1391 -VariableMetric: Iteration # 298 - FCN = 297290.3160343 Edm = 0.0403335 NCalls = 1393 -VariableMetric: Iteration # 299 - FCN = 297290.2666626 Edm = 0.0370764 NCalls = 1395 -VariableMetric: Iteration # 300 - FCN = 297290.1761831 Edm = 0.0622153 NCalls = 1398 -VariableMetric: Iteration # 301 - FCN = 297289.987316 Edm = 0.11476 NCalls = 1401 -VariableMetric: Iteration # 302 - FCN = 297289.8847528 Edm = 0.134024 NCalls = 1402 -VariableMetric: Iteration # 303 - FCN = 297289.8011878 Edm = 0.0403812 NCalls = 1405 -VariableMetric: Iteration # 304 - FCN = 297289.7340368 Edm = 0.0297879 NCalls = 1407 -VariableMetric: Iteration # 305 - FCN = 297289.7114744 Edm = 0.0262152 NCalls = 1409 -VariableMetric: Iteration # 306 - FCN = 297289.688124 Edm = 0.0325167 NCalls = 1411 -VariableMetric: Iteration # 307 - FCN = 297289.6656054 Edm = 0.0180025 NCalls = 1413 -VariableMetric: Iteration # 308 - FCN = 297289.6273404 Edm = 0.0187145 NCalls = 1417 -VariableMetric: Iteration # 309 - FCN = 297289.613996 Edm = 0.00647236 NCalls = 1419 -VariableMetric: Iteration # 310 - FCN = 297289.603941 Edm = 0.00434787 NCalls = 1421 -VariableMetric: Iteration # 311 - FCN = 297289.5948389 Edm = 0.00538602 NCalls = 1423 -VariableMetric: Iteration # 312 - FCN = 297289.581144 Edm = 0.012195 NCalls = 1426 -VariableMetric: Iteration # 313 - FCN = 297289.5555008 Edm = 0.00712892 NCalls = 1430 -VariableMetric: Iteration # 314 - FCN = 297289.5473696 Edm = 0.00498918 NCalls = 1432 -VariableMetric: Iteration # 315 - FCN = 297289.5434305 Edm = 0.00234734 NCalls = 1434 -VariableMetric: Iteration # 316 - FCN = 297289.539946 Edm = 0.00120831 NCalls = 1437 -VariableMetric: Iteration # 317 - FCN = 297289.5378783 Edm = 0.000486692 NCalls = 1439 -VariableMetric: Iteration # 318 - FCN = 297289.5367898 Edm = 0.00053545 NCalls = 1441 -VariableMetric: Iteration # 319 - FCN = 297289.5356228 Edm = 0.00116842 NCalls = 1444 -VariableMetric: Iteration # 320 - FCN = 297289.5338176 Edm = 0.00115302 NCalls = 1447 -VariableMetric: Iteration # 321 - FCN = 297289.5322338 Edm = 0.000951745 NCalls = 1449 -VariableMetric: Iteration # 322 - FCN = 297289.5302493 Edm = 0.00197671 NCalls = 1453 -VariableMetric: Iteration # 323 - FCN = 297289.5283442 Edm = 0.00341792 NCalls = 1456 -VariableMetric: Iteration # 324 - FCN = 297289.5254074 Edm = 0.00150513 NCalls = 1460 -VariableMetric: Iteration # 325 - FCN = 297289.5246964 Edm = 0.0013455 NCalls = 1463 -VariableMetric: Iteration # 326 - FCN = 297289.5228299 Edm = 0.000346819 NCalls = 1466 -VariableMetric: Iteration # 327 - FCN = 297289.5222273 Edm = 0.000125226 NCalls = 1468 -VariableMetric: Iteration # 328 - FCN = 297289.5220424 Edm = 3.92813e-05 NCalls = 1470 -VariableMetric: After Hessian - FCN = 297289.5220424 Edm = 0.000692315 NCalls = 1967 -VariableMetric: Iteration # 329 - FCN = 297289.5220424 Edm = 0.000692315 NCalls = 1967 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324929.8671077 Edm = 957.002 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324929.8671077 Edm = 957.002 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305979.8618866 Edm = 12.2392 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 305847.6616472 Edm = 5.55833 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 304832.5537371 Edm = 554.798 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299778.0369212 Edm = 773.376 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298412.1622054 Edm = 966.672 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298062.4893864 Edm = 42.6559 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298036.9727902 Edm = 0.698501 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298035.0993405 Edm = 0.459191 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298004.0218438 Edm = 7.67357 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297993.423527 Edm = 0.368377 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297993.0631176 Edm = 0.03087 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297992.5231975 Edm = 0.543637 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297937.750201 Edm = 0.805881 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297853.0799545 Edm = 90.5324 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297831.6328579 Edm = 29.8154 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297807.7908248 Edm = 1.86494 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297805.772627 Edm = 0.1031 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297805.4150956 Edm = 0.319338 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297777.5551887 Edm = 25.0841 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297696.2383784 Edm = 2.31896 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297694.3810722 Edm = 0.175201 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297694.2190185 Edm = 0.0614587 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297694.010934 Edm = 0.329372 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297673.5804618 Edm = 14.2171 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297623.8575278 Edm = 4.33702 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297617.8902066 Edm = 0.507178 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297617.2456788 Edm = 0.0834231 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297616.9402753 Edm = 0.0374322 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297616.8290332 Edm = 0.0612643 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297614.1909539 Edm = 2.56711 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297582.2596277 Edm = 10.2513 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297572.2348319 Edm = 9.36589 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297567.4905623 Edm = 1.5263 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297564.2548189 Edm = 0.456988 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297563.7764085 Edm = 0.112302 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297562.8892456 Edm = 0.655635 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297558.0254975 Edm = 2.52314 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297556.059916 Edm = 2.2963 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297551.5222756 Edm = 4.39706 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297549.4061955 Edm = 3.13191 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297545.1379023 Edm = 3.70669 NCalls = 126 -VariableMetric: Iteration # 42 - FCN = 297543.8094771 Edm = 0.797898 NCalls = 128 -VariableMetric: Iteration # 43 - FCN = 297542.9861326 Edm = 0.036724 NCalls = 130 -VariableMetric: Iteration # 44 - FCN = 297542.945648 Edm = 0.0230124 NCalls = 132 -VariableMetric: Iteration # 45 - FCN = 297542.9365227 Edm = 0.0110653 NCalls = 134 -VariableMetric: Iteration # 46 - FCN = 297542.7936309 Edm = 0.148487 NCalls = 138 -VariableMetric: Iteration # 47 - FCN = 297541.9322387 Edm = 1.25498 NCalls = 144 -VariableMetric: Iteration # 48 - FCN = 297541.8812616 Edm = 0.0486918 NCalls = 147 -VariableMetric: Iteration # 49 - FCN = 297540.142899 Edm = 1.83581 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297539.6602278 Edm = 0.474413 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297539.3067784 Edm = 0.3444 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297520.2663696 Edm = 10.3223 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297471.0527795 Edm = 1.67537 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297468.5840485 Edm = 5.96953 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297463.7432447 Edm = 2.97229 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297458.9340111 Edm = 2.10689 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297455.4223657 Edm = 2.62416 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297453.449021 Edm = 0.803614 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297450.7496784 Edm = 1.34365 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297446.4757064 Edm = 3.29911 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297444.403309 Edm = 0.70459 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297443.894032 Edm = 0.969895 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297443.3004391 Edm = 0.717716 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297435.3661085 Edm = 7.92577 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297434.1895185 Edm = 4.34826 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297431.6603315 Edm = 4.93289 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297426.764287 Edm = 3.87433 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297424.6518666 Edm = 1.01879 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297423.9877853 Edm = 0.125082 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297423.8051506 Edm = 0.0331416 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297423.7558953 Edm = 0.00795099 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297423.6655457 Edm = 0.0685617 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297419.6884168 Edm = 2.82089 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297395.141533 Edm = 7.98682 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297394.0140199 Edm = 6.48423 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297390.0832162 Edm = 1.35707 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297388.4975295 Edm = 0.478579 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297387.6371092 Edm = 0.275594 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297387.3672922 Edm = 0.0414549 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297387.240515 Edm = 0.067447 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297387.0974582 Edm = 0.0304172 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297387.0587248 Edm = 0.00502168 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297387.0509625 Edm = 0.0018559 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297387.0473696 Edm = 0.000982954 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297387.0296689 Edm = 0.0174816 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297385.3052222 Edm = 0.110904 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297374.8101197 Edm = 3.52684 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297370.5051682 Edm = 2.40846 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297364.1499996 Edm = 0.968723 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297363.5481888 Edm = 0.607769 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297363.0482851 Edm = 0.0189176 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297363.0266001 Edm = 0.00199831 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297363.0245749 Edm = 0.000593924 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297363.0226806 Edm = 0.00150046 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297362.9582196 Edm = 0.0505007 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297361.9149934 Edm = 0.816689 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297355.6351706 Edm = 1.14957 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297354.7492315 Edm = 0.196631 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297354.6048991 Edm = 0.0138087 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297354.5912577 Edm = 0.00112257 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297354.5897684 Edm = 0.00034049 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297354.5887766 Edm = 0.000528711 NCalls = 320 -VariableMetric: Iteration # 103 - FCN = 297354.5838732 Edm = 0.00309294 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297354.5384183 Edm = 0.038685 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297353.8875155 Edm = 0.403002 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297352.9024231 Edm = 0.0458473 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297352.8541492 Edm = 0.0016576 NCalls = 334 -VariableMetric: Iteration # 108 - FCN = 297352.8524367 Edm = 0.000108684 NCalls = 336 -VariableMetric: Iteration # 109 - FCN = 297352.8522033 Edm = 0.000113174 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297352.8499681 Edm = 0.00184486 NCalls = 342 -VariableMetric: Iteration # 111 - FCN = 297352.7743986 Edm = 0.0639088 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297350.0813394 Edm = 1.46527 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297348.1913891 Edm = 0.595499 NCalls = 353 -VariableMetric: Iteration # 114 - FCN = 297347.8270257 Edm = 0.153999 NCalls = 355 -VariableMetric: Iteration # 115 - FCN = 297347.722272 Edm = 0.0154793 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297347.7059358 Edm = 0.00145405 NCalls = 358 -VariableMetric: Iteration # 117 - FCN = 297347.7037798 Edm = 0.00082721 NCalls = 360 -VariableMetric: Iteration # 118 - FCN = 297347.7020802 Edm = 0.000744553 NCalls = 362 -VariableMetric: Iteration # 119 - FCN = 297347.7004172 Edm = 0.000783746 NCalls = 364 -VariableMetric: Iteration # 120 - FCN = 297347.6960527 Edm = 0.0034082 NCalls = 367 -VariableMetric: Iteration # 121 - FCN = 297347.6406144 Edm = 0.0470929 NCalls = 371 -VariableMetric: Iteration # 122 - FCN = 297343.7463268 Edm = 2.89391 NCalls = 377 -VariableMetric: Iteration # 123 - FCN = 297343.6046419 Edm = 0.251027 NCalls = 379 -VariableMetric: Iteration # 124 - FCN = 297342.7189305 Edm = 1.06574 NCalls = 383 -VariableMetric: Iteration # 125 - FCN = 297340.0173373 Edm = 2.46672 NCalls = 389 -VariableMetric: Iteration # 126 - FCN = 297337.7606623 Edm = 3.57859 NCalls = 394 -VariableMetric: Iteration # 127 - FCN = 297337.4259783 Edm = 0.346985 NCalls = 397 -VariableMetric: Iteration # 128 - FCN = 297332.6810806 Edm = 1.99987 NCalls = 404 -VariableMetric: Iteration # 129 - FCN = 297331.2335764 Edm = 0.399273 NCalls = 406 -VariableMetric: Iteration # 130 - FCN = 297330.6721812 Edm = 0.0753876 NCalls = 409 -VariableMetric: Iteration # 131 - FCN = 297330.6055229 Edm = 0.00671457 NCalls = 411 -VariableMetric: Iteration # 132 - FCN = 297330.5999945 Edm = 0.000294431 NCalls = 413 -VariableMetric: Iteration # 133 - FCN = 297330.599632 Edm = 0.000122094 NCalls = 415 -VariableMetric: Iteration # 134 - FCN = 297330.5981835 Edm = 0.00101658 NCalls = 419 -VariableMetric: Iteration # 135 - FCN = 297330.5870736 Edm = 0.00894235 NCalls = 422 -VariableMetric: Iteration # 136 - FCN = 297329.68287 Edm = 0.563941 NCalls = 427 -VariableMetric: Iteration # 137 - FCN = 297327.8147973 Edm = 0.224785 NCalls = 430 -VariableMetric: Iteration # 138 - FCN = 297327.6455879 Edm = 0.0218723 NCalls = 432 -VariableMetric: Iteration # 139 - FCN = 297327.6253304 Edm = 0.0008927 NCalls = 433 -VariableMetric: Iteration # 140 - FCN = 297327.6241948 Edm = 9.70625e-05 NCalls = 435 -VariableMetric: Iteration # 141 - FCN = 297327.6240756 Edm = 2.04618e-05 NCalls = 437 -VariableMetric: After Hessian - FCN = 297327.6240756 Edm = 37.8309 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297327.6240756 Edm = 37.8309 NCalls = 908 -VariableMetric: Iteration # 143 - FCN = 297327.3831499 Edm = 87.3978 NCalls = 911 -VariableMetric: Iteration # 144 - FCN = 297324.2809966 Edm = 0.657779 NCalls = 916 -VariableMetric: Iteration # 145 - FCN = 297323.9679758 Edm = 1.58918 NCalls = 918 -VariableMetric: Iteration # 146 - FCN = 297321.7759817 Edm = 0.0626432 NCalls = 920 -VariableMetric: Iteration # 147 - FCN = 297321.608692 Edm = 11.2691 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297320.2320126 Edm = 3.52376 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297319.1656268 Edm = 2.71601 NCalls = 926 -VariableMetric: Iteration # 150 - FCN = 297317.4151999 Edm = 4.47109 NCalls = 929 -VariableMetric: Iteration # 151 - FCN = 297315.8234163 Edm = 4.72865 NCalls = 932 -VariableMetric: Iteration # 152 - FCN = 297314.3303541 Edm = 2.84036 NCalls = 935 -VariableMetric: Iteration # 153 - FCN = 297313.4457926 Edm = 2.63082 NCalls = 937 -VariableMetric: Iteration # 154 - FCN = 297312.9267446 Edm = 0.437211 NCalls = 939 -VariableMetric: Iteration # 155 - FCN = 297312.7509862 Edm = 0.144041 NCalls = 941 -VariableMetric: Iteration # 156 - FCN = 297312.6508138 Edm = 0.0828493 NCalls = 943 -VariableMetric: Iteration # 157 - FCN = 297312.5480537 Edm = 0.0495305 NCalls = 945 -VariableMetric: Iteration # 158 - FCN = 297312.4919769 Edm = 0.0194788 NCalls = 947 -VariableMetric: Iteration # 159 - FCN = 297312.4783678 Edm = 0.00634698 NCalls = 948 -VariableMetric: Iteration # 160 - FCN = 297312.4715283 Edm = 0.00511522 NCalls = 950 -VariableMetric: Iteration # 161 - FCN = 297312.458009 Edm = 0.0114918 NCalls = 953 -VariableMetric: Iteration # 162 - FCN = 297312.4246027 Edm = 0.0240553 NCalls = 957 -VariableMetric: Iteration # 163 - FCN = 297312.3813963 Edm = 0.011614 NCalls = 959 -VariableMetric: Iteration # 164 - FCN = 297312.3670303 Edm = 0.00533105 NCalls = 961 -VariableMetric: Iteration # 165 - FCN = 297312.3591477 Edm = 0.0019619 NCalls = 963 -VariableMetric: Iteration # 166 - FCN = 297312.355701 Edm = 0.000626174 NCalls = 965 -VariableMetric: Iteration # 167 - FCN = 297312.3550416 Edm = 0.000342565 NCalls = 967 -VariableMetric: Iteration # 168 - FCN = 297312.3542826 Edm = 0.000473891 NCalls = 969 -VariableMetric: Iteration # 169 - FCN = 297312.3504471 Edm = 0.00345071 NCalls = 972 -VariableMetric: Iteration # 170 - FCN = 297312.3372763 Edm = 0.00886433 NCalls = 976 -VariableMetric: Iteration # 171 - FCN = 297312.3099667 Edm = 0.0105867 NCalls = 978 -VariableMetric: Iteration # 172 - FCN = 297312.2963155 Edm = 0.00206319 NCalls = 980 -VariableMetric: Iteration # 173 - FCN = 297312.2937726 Edm = 6.28693e-05 NCalls = 982 -VariableMetric: After Hessian - FCN = 297312.2937726 Edm = 7.41774e-05 NCalls = 1457 -VariableMetric: Iteration # 174 - FCN = 297312.2937726 Edm = 7.41774e-05 NCalls = 1457 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315991.9129058 Edm = 143.971 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315991.9129058 Edm = 143.971 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301332.1533571 Edm = 9.51048 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301036.8967053 Edm = 40.4792 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299864.1719337 Edm = 415.863 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299369.8731323 Edm = 11.3408 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299337.450163 Edm = 10.9868 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298955.2787601 Edm = 240.347 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298544.8349418 Edm = 958.671 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297979.0317196 Edm = 9.4861 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297957.2767264 Edm = 39.2801 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297872.4565047 Edm = 9.9102 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297864.151236 Edm = 13.7567 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297853.6634496 Edm = 4.56795 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297835.7963221 Edm = 0.342101 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297835.3970205 Edm = 0.0877814 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297835.2878279 Edm = 0.0812148 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297833.2178273 Edm = 1.70382 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297672.6207107 Edm = 162.729 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297501.8638237 Edm = 30.1589 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297467.6265951 Edm = 0.401161 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297467.2093421 Edm = 0.0296087 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297466.515514 Edm = 0.48996 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297458.7340512 Edm = 6.02093 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297400.8381672 Edm = 38.2098 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297328.8685141 Edm = 16.6978 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297312.38627 Edm = 4.43594 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297308.0911598 Edm = 0.493992 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297307.4742734 Edm = 0.0100365 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297307.4589193 Edm = 0.0080689 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297307.0746218 Edm = 0.371278 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297205.2205828 Edm = 13.5074 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297193.694946 Edm = 9.19471 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297187.3070341 Edm = 0.417948 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297186.7017248 Edm = 0.153585 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297186.5350084 Edm = 0.036008 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297186.4563492 Edm = 0.00744307 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297186.4439087 Edm = 0.00289753 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297186.298536 Edm = 0.101129 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297179.5033172 Edm = 5.91466 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297165.2693537 Edm = 15.1139 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297154.0040905 Edm = 6.75302 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297148.2906192 Edm = 0.418265 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297147.760012 Edm = 0.0148211 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297147.7458616 Edm = 0.00138539 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297147.7428502 Edm = 0.000989448 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297147.7326797 Edm = 0.00822674 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297146.2584801 Edm = 1.12074 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297140.0518677 Edm = 0.161678 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297139.7225412 Edm = 0.0443088 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297139.6406916 Edm = 0.00907597 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297139.6304324 Edm = 0.00156248 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297139.6284874 Edm = 0.000160669 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297139.6279521 Edm = 0.000374529 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297139.5802449 Edm = 0.0420239 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297137.2532443 Edm = 5.88952 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297137.1045491 Edm = 0.163571 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297136.7319468 Edm = 0.237325 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297135.5289942 Edm = 1.09416 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297129.9356722 Edm = 4.29595 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297128.7200966 Edm = 1.98993 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297125.1836956 Edm = 1.95433 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297122.0862895 Edm = 2.43324 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297120.2745266 Edm = 0.166132 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297120.1245696 Edm = 0.0106181 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297120.1156285 Edm = 0.00120845 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297120.1134841 Edm = 0.000955422 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297120.0909329 Edm = 0.0211674 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297119.1385137 Edm = 0.909779 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297110.5987595 Edm = 2.71063 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297106.6733067 Edm = 1.65589 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297106.044733 Edm = 0.51842 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297105.6754615 Edm = 0.0929071 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297105.5620369 Edm = 0.0138176 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297105.5465233 Edm = 0.000369546 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297105.5460752 Edm = 0.000106155 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297105.5454051 Edm = 0.00080772 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297105.5319287 Edm = 0.0183161 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297105.4237871 Edm = 0.0387498 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297104.8434749 Edm = 0.286146 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297104.1352105 Edm = 0.0258021 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297104.1088562 Edm = 0.0018248 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297104.1075971 Edm = 0.000404001 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297104.1072586 Edm = 1.82822e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297104.1072586 Edm = 3.96206 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297104.1072586 Edm = 3.96206 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297103.7034684 Edm = 4.43976 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297103.5426055 Edm = 7.65523 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297101.9747419 Edm = 1.43313 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297101.6098325 Edm = 0.902694 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297101.0706461 Edm = 1.00056 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297100.9120988 Edm = 0.201376 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297100.6791345 Edm = 0.101508 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297100.5537121 Edm = 0.106923 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297100.4533808 Edm = 0.136124 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297100.371148 Edm = 0.0880262 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297100.2570224 Edm = 0.085983 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297100.1711723 Edm = 0.0682644 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297100.0817994 Edm = 0.0534877 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297100.0352587 Edm = 0.0255763 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297099.9911169 Edm = 0.0201492 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297099.9667586 Edm = 0.0583381 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297099.9445901 Edm = 0.0337126 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297099.9168179 Edm = 0.0101093 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297099.9011854 Edm = 0.00444295 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297099.8924455 Edm = 0.00505168 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297099.8853778 Edm = 0.00535386 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297099.8782238 Edm = 0.00425028 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297099.871189 Edm = 0.00293378 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297099.8632938 Edm = 0.00368808 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297099.8578427 Edm = 0.00435578 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297099.8533969 Edm = 0.00122991 NCalls = 807 -VariableMetric: Iteration # 110 - FCN = 297099.8519793 Edm = 0.000255776 NCalls = 809 -VariableMetric: Iteration # 111 - FCN = 297099.8515017 Edm = 0.000171801 NCalls = 811 -VariableMetric: Iteration # 112 - FCN = 297099.8508151 Edm = 0.000258948 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297099.8502354 Edm = 0.00040966 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297099.8493126 Edm = 0.000646702 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297099.8475599 Edm = 0.000737357 NCalls = 820 -VariableMetric: Iteration # 116 - FCN = 297099.8464827 Edm = 0.000506863 NCalls = 822 -VariableMetric: Iteration # 117 - FCN = 297099.845775 Edm = 0.000301238 NCalls = 824 -VariableMetric: Iteration # 118 - FCN = 297099.8446905 Edm = 0.000423268 NCalls = 827 -VariableMetric: Iteration # 119 - FCN = 297099.8440852 Edm = 0.000101027 NCalls = 829 -VariableMetric: Iteration # 120 - FCN = 297099.8439133 Edm = 0.000101866 NCalls = 831 -VariableMetric: Iteration # 121 - FCN = 297099.8428362 Edm = 0.00093434 NCalls = 835 -VariableMetric: Iteration # 122 - FCN = 297099.8390756 Edm = 0.00109425 NCalls = 838 -VariableMetric: Iteration # 123 - FCN = 297099.8383017 Edm = 0.000548588 NCalls = 840 -VariableMetric: Iteration # 124 - FCN = 297099.8378188 Edm = 0.000179841 NCalls = 842 -VariableMetric: Iteration # 125 - FCN = 297099.8375976 Edm = 0.000187358 NCalls = 844 -VariableMetric: Iteration # 126 - FCN = 297099.8373201 Edm = 0.000141733 NCalls = 846 -VariableMetric: Iteration # 127 - FCN = 297099.8370951 Edm = 6.07394e-05 NCalls = 849 -VariableMetric: After Hessian - FCN = 297099.8370951 Edm = 0.000273966 NCalls = 1336 -VariableMetric: Iteration # 128 - FCN = 297099.8370951 Edm = 0.000273966 NCalls = 1336 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=317 (317 total) | -| EDM = 8.05E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297319.06048643973 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 3.97 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6 | 9 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -1.44 | 0.06 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.37 | 0.05 | | | -2 | 2 | | -| 5 | rho_p | -6.23 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.78 | 0.10 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 4.36 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.643 | 0.027 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 2.999E-1 | 0.020E-1 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 11| Dbar_p | -3.33 | 0.31 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.58 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.52 | 0.09 | | |0.00501244| 2.01499 | | -| 14| phi_s | 16.6 | 0.4 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.294 | 0.007 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 18| p4160_s | 2.10 | 0.12 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -6.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.857 | 0.031 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.93 | 0.11 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.02 | 0.11 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.78 | 0.28 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.039 -0.001 -0.068 -0.053 0.012 -0.049 0.158 0.271 0.009 0.093 0.559 0.202 -0.057 -0.001 0.022 0.131 -0.138 -0.012 0.005 0.121 -0.010 -0.012 -0.001 | -| p4415_p | 0.039 1.000 0.008 0.036 -0.209 0.005 0.016 -0.248 0.044 0.000 -0.090 0.024 0.292 -0.077 -0.015 0.010 0.149 0.141 -0.014 0.011 -0.016 0.014 -0.093 -0.003 | -| phi_p | -0.001 0.008 1.000 0.004 -0.014 -0.004 0.002 0.002 -0.015 0.000 -0.038 0.004 0.005 0.002 0.126 -0.001 0.005 0.035 0.006 0.005 0.004 0.013 -0.002 -0.004 | -| Ctt | -0.068 0.036 0.004 1.000 -0.388 0.010 -0.042 0.007 0.114 -0.000 0.010 -0.013 -0.125 0.080 -0.009 0.015 -0.113 0.019 0.070 0.009 0.016 0.003 0.031 -0.003 | -| bplus_2 | -0.053 -0.209 -0.014 -0.388 1.000 -0.100 -0.035 0.253 -0.060 0.005 -0.217 0.007 -0.282 0.059 0.033 0.030 -0.187 0.049 -0.069 -0.056 0.068 0.021 0.189 0.006 | -| rho_p | 0.012 0.005 -0.004 0.010 -0.100 1.000 0.005 -0.006 -0.013 -0.000 0.130 0.008 0.007 -0.002 0.017 -0.001 0.004 -0.124 0.005 -0.086 -0.003 -0.032 -0.003 0.036 | -| p3770_s | -0.049 0.016 0.002 -0.042 -0.035 0.005 1.000 -0.004 0.062 0.003 -0.004 0.106 0.010 0.036 -0.005 0.017 -0.026 -0.005 0.015 0.005 -0.145 0.002 0.008 -0.001 | -| DDstar_p | 0.158 -0.248 0.002 0.007 0.253 -0.006 -0.004 1.000 -0.101 0.009 0.040 0.085 -0.168 -0.113 -0.006 0.033 -0.083 -0.276 -0.105 0.000 -0.231 0.020 0.049 -0.002 | -| jpsi_p | 0.271 0.044 -0.015 0.114 -0.060 -0.013 0.062 -0.101 1.000 0.011 0.121 0.539 0.180 -0.046 0.019 0.014 0.078 -0.085 -0.037 -0.020 0.172 -0.025 -0.024 0.002 | -| DDstar_s | 0.009 0.000 0.000 -0.000 0.005 -0.000 0.003 0.009 0.011 1.000 0.002 -0.005 0.008 -0.002 -0.000 -0.000 0.003 -0.007 -0.001 0.000 0.005 0.000 0.000 -0.000 | -| bplus_0 | 0.093 -0.090 -0.038 0.010 -0.217 0.130 -0.004 0.040 0.121 0.002 1.000 0.028 -0.045 -0.038 0.055 0.003 -0.044 -0.957 -0.049 0.012 -0.059 -0.162 0.033 0.014 | -| Dbar_p | 0.559 0.024 0.004 -0.013 0.007 0.008 0.106 0.085 0.539 -0.005 0.028 1.000 0.225 -0.045 -0.007 0.035 0.098 -0.102 -0.038 0.009 0.366 0.005 0.029 -0.001 | -| p4160_p | 0.202 0.292 0.005 -0.125 -0.282 0.007 0.010 -0.168 0.180 0.008 -0.045 0.225 1.000 -0.233 -0.011 0.036 0.066 0.114 -0.021 0.009 0.021 0.005 -0.034 -0.003 | -| p4040_s | -0.057 -0.077 0.002 0.080 0.059 -0.002 0.036 -0.113 -0.046 -0.002 -0.038 -0.045 -0.233 1.000 -0.004 -0.006 -0.121 0.032 -0.085 0.001 0.005 0.006 0.053 -0.001 | -| phi_s | -0.001 -0.015 0.126 -0.009 0.033 0.017 -0.005 -0.006 0.019 -0.000 0.055 -0.007 -0.011 -0.004 1.000 0.001 -0.009 -0.050 -0.011 0.006 -0.008 -0.007 0.005 0.005 | -| Dbar_s | 0.022 0.010 -0.001 0.015 0.030 -0.001 0.017 0.033 0.014 -0.000 0.003 0.035 0.036 -0.006 0.001 1.000 0.030 0.001 -0.001 -0.001 0.042 -0.002 -0.007 0.000 | -| p4040_p | 0.131 0.149 0.005 -0.113 -0.187 0.004 -0.026 -0.083 0.078 0.003 -0.044 0.098 0.066 -0.121 -0.009 0.030 1.000 0.080 0.272 0.007 -0.109 0.007 -0.006 -0.002 | -| bplus_1 | -0.138 0.141 0.035 0.019 0.049 -0.124 -0.005 -0.276 -0.085 -0.007 -0.957 -0.102 0.114 0.032 -0.050 0.001 0.080 1.000 0.050 -0.013 0.055 0.145 -0.086 -0.012 | -| p4160_s | -0.012 -0.014 0.006 0.070 -0.069 0.005 0.015 -0.105 -0.037 -0.001 -0.049 -0.038 -0.021 -0.085 -0.011 -0.001 0.272 0.050 1.000 0.008 -0.070 0.010 0.133 -0.002 | -| omega_p | 0.005 0.011 0.005 0.009 -0.056 -0.086 0.005 0.000 -0.020 0.000 0.012 0.009 0.009 0.001 0.006 -0.001 0.007 -0.013 0.008 1.000 0.003 0.074 -0.004 0.203 | -| psi2s_p | 0.121 -0.016 0.004 0.016 0.068 -0.003 -0.145 -0.231 0.172 0.005 -0.059 0.366 0.021 0.005 -0.008 0.042 -0.109 0.055 -0.070 0.003 1.000 0.009 0.027 -0.002 | -| rho_s | -0.010 0.014 0.013 0.003 0.021 -0.032 0.002 0.020 -0.025 0.000 -0.162 0.005 0.005 0.006 -0.007 -0.002 0.007 0.145 0.010 0.074 0.009 1.000 -0.003 -0.027 | -| p4415_s | -0.012 -0.093 -0.002 0.031 0.189 -0.003 0.008 0.049 -0.024 0.000 0.033 0.029 -0.034 0.053 0.005 -0.007 -0.006 -0.086 0.133 -0.004 0.027 -0.003 1.000 0.001 | -| omega_s | -0.001 -0.003 -0.004 -0.003 0.006 0.036 -0.001 -0.002 0.002 -0.000 0.014 -0.001 -0.003 -0.001 0.005 0.000 -0.002 -0.012 -0.002 0.203 -0.002 -0.027 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0971074501261735}), (, {'error': 0.19944415727434883}), (, {'error': 9.049759285546637}), (, {'error': 0.058294769479335984}), (, {'error': 0.05438194227152171}), (, {'error': 0.08729509701631954}), (, {'error': 0.09892906943092195}), (, {'error': 0.3089587076280864}), (, {'error': 0.027138825213883333}), (, {'error': 0.0019708290713288945}), (, {'error': 0.03321556586786634}), (, {'error': 0.30501170783527987}), (, {'error': 0.09047903600114537}), (, {'error': 0.08855592886236091}), (, {'error': 0.38783060742156117}), (, {'error': 0.007071624281940747}), (, {'error': 0.2640540920712875}), (, {'error': 0.06354943507933686}), (, {'error': 0.1154875141189251}), (, {'error': 0.125746934507883}), (, {'error': 0.03085614135677961}), (, {'error': 0.11399766438977699}), (, {'error': 0.10578765262260265}), (, {'error': 0.27622171722600264})]) -Toy 1/25 -Time taken: 3 min, 55 s -Projected time left: 1 h, 34 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=1351 (1351 total) | -| EDM = 6.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296946.3624813827 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -3.04 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.25 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.26 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.25 | 0.28 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.37 | 0.06 | | | -2 | 2 | | -| 5 | rho_p | -1.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.83 | 0.27 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 3.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.661 | 0.025 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.452 | 0.014 | | | -2 | 2 | | -| 11| Dbar_p | -5.6 | 1.5 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.98 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.98 | 0.15 | | |0.00501244| 2.01499 | | -| 14| phi_s | 18.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.22 | 0.35 | | | -0.3 | 0.3 | | -| 16| p4040_p | 3.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.889 | 0.028 | | | -2 | 2 | | -| 18| p4160_s | 2.39 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -5.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.71 | 0.30 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.26 | 0.17 | | |0.126447 | 2.35355 | | -| 23| omega_s | 6.2 | 1.5 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.293 0.035 -0.742 -0.246 0.248 -0.551 -0.616 0.202 -0.410 -0.710 0.771 0.156 -0.127 -0.127 0.856 -0.429 -0.728 -0.380 -0.028 -0.224 0.144 -0.073 -0.099 | -| p4415_p | -0.293 1.000 -0.012 0.345 0.013 -0.108 0.303 0.127 0.088 0.201 0.387 -0.421 0.299 -0.107 0.059 -0.420 0.367 0.402 0.078 0.016 0.169 -0.099 -0.069 0.055 | -| phi_p | 0.035 -0.012 1.000 -0.036 -0.052 0.106 -0.020 -0.033 0.006 -0.022 -0.048 0.041 0.003 0.001 0.555 0.044 -0.022 -0.041 -0.012 -0.004 -0.013 -0.029 0.001 -0.023 | -| Ctt | -0.742 0.345 -0.036 1.000 0.036 -0.246 0.506 0.664 -0.206 0.467 0.759 -0.877 -0.137 0.209 0.123 -0.874 0.504 0.777 0.477 0.028 0.401 -0.163 0.146 0.103 | -| bplus_2 | -0.246 0.013 -0.052 0.036 1.000 -0.283 0.190 0.202 0.086 0.172 0.140 -0.302 -0.032 0.036 0.098 -0.273 0.166 0.163 0.080 0.005 0.129 0.126 0.092 0.014 | -| rho_p | 0.248 -0.108 0.106 -0.246 -0.283 1.000 -0.163 -0.202 0.056 -0.147 -0.301 0.294 0.001 -0.007 0.030 0.302 -0.172 -0.277 -0.098 -0.113 -0.103 -0.022 0.002 -0.150 | -| p3770_s | -0.551 0.303 -0.020 0.506 0.190 -0.163 1.000 0.349 0.107 0.311 0.493 -0.621 0.067 0.151 0.082 -0.567 0.402 0.501 0.291 0.020 0.077 -0.116 0.038 0.071 | -| DDstar_p | -0.616 0.127 -0.033 0.664 0.202 -0.202 0.349 1.000 -0.344 0.403 0.579 -0.763 -0.261 0.005 0.099 -0.680 0.306 0.589 0.253 0.020 0.126 -0.119 0.036 0.079 | -| jpsi_p | 0.202 0.088 0.006 -0.206 0.086 0.056 0.107 -0.344 1.000 -0.102 -0.138 0.066 0.306 -0.019 -0.036 0.164 0.072 -0.127 -0.072 -0.008 0.156 0.013 -0.067 -0.022 | -| DDstar_s | -0.410 0.201 -0.022 0.467 0.172 -0.147 0.311 0.403 -0.102 1.000 0.396 -0.508 0.001 0.013 0.073 -0.519 0.310 0.401 0.204 0.015 0.159 -0.074 -0.001 0.054 | -| bplus_0 | -0.710 0.387 -0.048 0.759 0.140 -0.301 0.493 0.579 -0.138 0.396 1.000 -0.827 0.021 0.043 0.143 -0.855 0.527 0.584 0.345 0.031 0.285 -0.180 -0.021 0.116 | -| Dbar_p | 0.771 -0.421 0.041 -0.877 -0.302 0.294 -0.621 -0.763 0.066 -0.508 -0.827 1.000 -0.019 -0.070 -0.148 0.937 -0.629 -0.841 -0.425 -0.033 -0.376 0.165 -0.042 -0.115 | -| p4160_p | 0.156 0.299 0.003 -0.137 -0.032 0.001 0.067 -0.261 0.306 0.001 0.021 -0.019 1.000 -0.355 0.000 0.054 0.108 0.021 -0.080 0.002 0.065 -0.010 0.000 0.003 | -| p4040_s | -0.127 -0.107 0.001 0.209 0.036 -0.007 0.151 0.005 -0.019 0.013 0.043 -0.070 -0.355 1.000 0.006 -0.116 -0.052 0.047 -0.055 0.003 0.064 -0.020 0.074 0.009 | -| phi_s | -0.127 0.059 0.555 0.123 0.098 0.030 0.082 0.099 -0.036 0.073 0.143 -0.148 0.000 0.006 1.000 -0.150 0.088 0.127 0.053 0.021 0.051 -0.077 -0.001 0.043 | -| Dbar_s | 0.856 -0.420 0.044 -0.874 -0.273 0.302 -0.567 -0.680 0.164 -0.519 -0.855 0.937 0.054 -0.116 -0.150 1.000 -0.596 -0.869 -0.459 -0.032 -0.320 0.170 -0.063 -0.117 | -| p4040_p | -0.429 0.367 -0.022 0.504 0.166 -0.172 0.402 0.306 0.072 0.310 0.527 -0.629 0.108 -0.052 0.088 -0.596 1.000 0.540 0.486 0.022 0.187 -0.121 0.081 0.075 | -| bplus_1 | -0.728 0.402 -0.041 0.777 0.163 -0.277 0.501 0.589 -0.127 0.401 0.584 -0.841 0.021 0.047 0.127 -0.869 0.540 1.000 0.356 0.026 0.289 -0.118 -0.023 0.093 | -| p4160_s | -0.380 0.078 -0.012 0.477 0.080 -0.098 0.291 0.253 -0.072 0.204 0.345 -0.425 -0.080 -0.055 0.053 -0.459 0.486 0.356 1.000 0.014 0.117 -0.095 0.240 0.051 | -| omega_p | -0.028 0.016 -0.004 0.028 0.005 -0.113 0.020 0.020 -0.008 0.015 0.031 -0.033 0.002 0.003 0.021 -0.032 0.022 0.026 0.014 1.000 0.011 0.104 -0.000 0.764 | -| psi2s_p | -0.224 0.169 -0.013 0.401 0.129 -0.103 0.077 0.126 0.156 0.159 0.285 -0.376 0.065 0.064 0.051 -0.320 0.187 0.289 0.117 0.011 1.000 -0.055 0.015 0.039 | -| rho_s | 0.144 -0.099 -0.029 -0.163 0.126 -0.022 -0.116 -0.119 0.013 -0.074 -0.180 0.165 -0.010 -0.020 -0.077 0.170 -0.121 -0.118 -0.095 0.104 -0.055 1.000 0.001 -0.229 | -| p4415_s | -0.073 -0.069 0.001 0.146 0.092 0.002 0.038 0.036 -0.067 -0.001 -0.021 -0.042 0.000 0.074 -0.001 -0.063 0.081 -0.023 0.240 -0.000 0.015 0.001 1.000 -0.000 | -| omega_s | -0.099 0.055 -0.023 0.103 0.014 -0.150 0.071 0.079 -0.022 0.054 0.116 -0.115 0.003 0.009 0.043 -0.117 0.075 0.093 0.051 0.764 0.039 -0.229 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17812812963423652}), (, {'error': 0.17928542748037213}), (, {'error': 0.19466930873735233}), (, {'error': 0.27800680701702885}), (, {'error': 0.059982197725320985}), (, {'error': 0.5361771113878997}), (, {'error': 0.2684654969432072}), (, {'error': 0.5329808549206589}), (, {'error': 0.025457848399467853}), (, {'error': 0.07505962750330902}), (, {'error': 0.013600957703173044}), (, {'error': 1.490364076702888}), (, {'error': 0.09045740832001936}), (, {'error': 0.15309147964740538}), (, {'error': 0.9982909607069619}), (, {'error': 0.34798715716535833}), (, {'error': 0.2165473187422604}), (, {'error': 0.028459062572788962}), (, {'error': 0.16369593670359928}), (, {'error': 0.3404807247085575}), (, {'error': 0.0322044857682533}), (, {'error': 0.2984520249623066}), (, {'error': 0.16599813210570236}), (, {'error': 1.5478275246738895})]) -Toy 2/25 -Time taken: 9 min, 43 s -Projected time left: 1 h, 51 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1250 (1250 total) | -| EDM = 2.36E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297359.95159843983 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.41 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.20 | 0.55 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.89 | 0.22 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.17 | 0.09 | | | -2 | 2 | | -| 5 | rho_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.15 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.714 | 0.027 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.478 | 0.020 | | | -2 | 2 | | -| 11| Dbar_p | 5.16 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -1.81 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.51 | 0.17 | | |0.00501244| 2.01499 | | -| 14| phi_s | 18.9 | 2.1 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| p4040_p | -1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 18| p4160_s | 2.03 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.0 | 1.5 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.002 -0.002 -0.212 -0.124 0.006 -0.120 0.276 0.126 0.014 0.031 0.364 0.260 -0.155 0.001 0.026 0.212 0.135 -0.035 -0.011 0.119 0.029 0.005 -0.012 | -| p4415_p | 0.002 1.000 0.000 -0.006 -0.002 0.000 0.001 0.003 0.002 -0.001 -0.001 0.003 -0.003 -0.003 0.001 -0.000 -0.003 -0.001 -0.009 0.000 0.002 -0.001 -0.016 0.001 | -| phi_p | -0.002 0.000 1.000 -0.013 -0.038 0.004 -0.012 0.003 -0.048 0.001 0.002 -0.002 -0.002 -0.015 0.930 0.001 -0.001 -0.002 -0.014 0.023 -0.013 -0.006 -0.001 -0.051 | -| Ctt | -0.212 -0.006 -0.013 1.000 0.754 -0.030 -0.301 -0.087 0.207 0.004 -0.011 -0.322 -0.465 0.275 -0.031 0.011 -0.388 -0.211 0.166 -0.011 0.130 0.008 -0.006 -0.027 | -| bplus_2 | -0.124 -0.002 -0.038 0.754 1.000 -0.072 -0.193 -0.249 0.110 0.011 0.023 -0.099 -0.211 0.177 -0.082 0.008 -0.151 -0.331 0.205 -0.013 -0.025 0.025 0.008 -0.051 | -| rho_p | 0.006 0.000 0.004 -0.030 -0.072 1.000 -0.002 0.003 0.028 -0.000 0.007 -0.006 0.011 -0.019 -0.004 -0.000 0.007 -0.009 -0.020 -0.050 0.001 -0.129 -0.001 -0.083 | -| p3770_s | -0.120 0.001 -0.012 -0.301 -0.193 -0.002 1.000 0.233 -0.008 0.023 0.050 0.034 0.111 0.031 -0.016 0.029 0.017 0.106 -0.019 -0.009 -0.451 0.023 0.001 -0.013 | -| DDstar_p | 0.276 0.003 0.003 -0.087 -0.249 0.003 0.233 1.000 0.278 0.027 0.024 -0.089 0.298 -0.146 0.005 -0.002 0.166 0.340 -0.063 -0.017 0.052 0.062 0.003 -0.023 | -| jpsi_p | 0.126 0.002 -0.048 0.207 0.110 0.028 -0.008 0.278 1.000 0.053 -0.059 0.234 0.036 -0.091 -0.034 0.047 -0.032 0.112 -0.047 -0.035 -0.015 0.017 0.001 -0.023 | -| DDstar_s | 0.014 -0.001 0.001 0.004 0.011 -0.000 0.023 0.027 0.053 1.000 0.001 0.005 0.030 0.014 0.001 -0.002 0.012 -0.008 0.012 0.001 0.028 -0.001 0.001 0.000 | -| bplus_0 | 0.031 -0.001 0.002 -0.011 0.023 0.007 0.050 0.024 -0.059 0.001 1.000 0.036 0.006 0.021 -0.011 0.002 0.004 -0.850 0.033 -0.067 -0.005 0.237 0.001 -0.101 | -| Dbar_p | 0.364 0.003 -0.002 -0.322 -0.099 -0.006 0.034 -0.089 0.234 0.005 0.036 1.000 0.096 -0.193 -0.007 0.019 0.019 0.178 -0.128 -0.012 -0.012 0.042 -0.003 -0.021 | -| p4160_p | 0.260 -0.003 -0.002 -0.465 -0.211 0.011 0.111 0.298 0.036 0.030 0.006 0.096 1.000 -0.504 0.004 0.021 0.351 0.077 -0.066 -0.002 -0.064 0.003 0.018 0.003 | -| p4040_s | -0.155 -0.003 -0.015 0.275 0.177 -0.019 0.031 -0.146 -0.091 0.014 0.021 -0.193 -0.504 1.000 -0.027 0.006 -0.218 -0.062 0.018 -0.005 -0.144 0.009 -0.013 -0.015 | -| phi_s | 0.001 0.001 0.930 -0.031 -0.082 -0.004 -0.016 0.005 -0.034 0.001 -0.011 -0.007 0.004 -0.027 1.000 0.000 0.002 0.009 -0.027 0.048 -0.013 -0.019 -0.001 -0.017 | -| Dbar_s | 0.026 -0.000 0.001 0.011 0.008 -0.000 0.029 -0.002 0.047 -0.002 0.002 0.019 0.021 0.006 0.000 1.000 0.012 -0.004 0.006 0.000 0.029 0.000 0.001 -0.000 | -| p4040_p | 0.212 -0.003 -0.001 -0.388 -0.151 0.007 0.017 0.166 -0.032 0.012 0.004 0.019 0.351 -0.218 0.002 0.012 1.000 0.031 0.347 0.001 -0.137 -0.003 0.011 0.005 | -| bplus_1 | 0.135 -0.001 -0.002 -0.211 -0.331 -0.009 0.106 0.340 0.112 -0.008 -0.850 0.178 0.077 -0.062 0.009 -0.004 0.031 1.000 -0.070 0.051 0.051 -0.160 -0.005 0.074 | -| p4160_s | -0.035 -0.009 -0.014 0.166 0.205 -0.020 -0.019 -0.063 -0.047 0.012 0.033 -0.128 -0.066 0.018 -0.027 0.006 0.347 -0.070 1.000 -0.006 -0.130 0.013 -0.012 -0.018 | -| omega_p | -0.011 0.000 0.023 -0.011 -0.013 -0.050 -0.009 -0.017 -0.035 0.001 -0.067 -0.012 -0.002 -0.005 0.048 0.000 0.001 0.051 -0.006 1.000 -0.008 -0.078 -0.000 0.818 | -| psi2s_p | 0.119 0.002 -0.013 0.130 -0.025 0.001 -0.451 0.052 -0.015 0.028 -0.005 -0.012 -0.064 -0.144 -0.013 0.029 -0.137 0.051 -0.130 -0.008 1.000 0.010 -0.004 -0.008 | -| rho_s | 0.029 -0.001 -0.006 0.008 0.025 -0.129 0.023 0.062 0.017 -0.001 0.237 0.042 0.003 0.009 -0.019 0.000 -0.003 -0.160 0.013 -0.078 0.010 1.000 -0.000 -0.322 | -| p4415_s | 0.005 -0.016 -0.001 -0.006 0.008 -0.001 0.001 0.003 0.001 0.001 0.001 -0.003 0.018 -0.013 -0.001 0.001 0.011 -0.005 -0.012 -0.000 -0.004 -0.000 1.000 -0.000 | -| omega_s | -0.012 0.001 -0.051 -0.027 -0.051 -0.083 -0.013 -0.023 -0.023 0.000 -0.101 -0.021 0.003 -0.015 -0.017 -0.000 0.005 0.074 -0.018 0.818 -0.008 -0.322 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10864854711782046}), (, {'error': 0.1653118045360369}), (, {'error': 0.5495557132968796}), (, {'error': 0.22200899889993037}), (, {'error': 0.08621197157251048}), (, {'error': 0.1766494548001889}), (, {'error': 0.2268272744091575}), (, {'error': 0.319086786276205}), (, {'error': 0.027323632648543317}), (, {'error': 0.019574707308694095}), (, {'error': 0.019871236864888564}), (, {'error': 0.29543939411181963}), (, {'error': 0.1125453343027023}), (, {'error': 0.16550861182909765}), (, {'error': 2.060107599380208}), (, {'error': 0.017019068023757467}), (, {'error': 0.3685510185428629}), (, {'error': 0.04196336066754669}), (, {'error': 0.15314159390659854}), (, {'error': 0.4226067867177852}), (, {'error': 0.03173475378358148}), (, {'error': 0.3220752433378382}), (, {'error': 0.027066267661041796}), (, {'error': 1.523563271639687})]) -Toy 3/25 -Time taken: 15 min, 11 s -Projected time left: 1 h, 51 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1218 (1218 total) | -| EDM = 2.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297323.0809416921 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.72 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.59 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.14 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.10 | 0.09 | | | -2 | 2 | | -| 5 | rho_p | -0.55 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.08 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.642 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.482 | 0.021 | | | -2 | 2 | | -| 11| Dbar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.19 | 0.17 | | |0.00501244| 2.01499 | | -| 14| phi_s | 19.1 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.31 | 0.16 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.92 | 0.05 | | | -2 | 2 | | -| 18| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.879 | 0.031 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | | -| 23| omega_s | 5.0 | 2.9 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.034 0.012 -0.261 -0.126 -0.002 -0.223 0.283 0.101 0.040 0.053 0.360 0.239 -0.164 0.009 0.047 0.196 0.162 -0.070 -0.034 -0.009 0.055 -0.059 -0.041 | -| p4415_p | 0.034 1.000 -0.024 -0.008 0.205 0.057 -0.024 -0.052 -0.039 0.042 0.012 -0.092 0.284 -0.199 -0.035 0.021 0.158 -0.110 -0.144 0.008 -0.104 -0.023 -0.178 0.012 | -| phi_p | 0.012 -0.024 1.000 -0.029 -0.093 -0.222 -0.009 0.021 0.024 0.002 0.037 0.001 0.000 -0.021 0.759 0.001 -0.005 -0.028 -0.025 -0.116 -0.004 0.123 0.000 -0.159 | -| Ctt | -0.261 -0.008 -0.029 1.000 0.675 0.113 -0.135 -0.088 0.183 -0.011 -0.010 -0.353 -0.390 0.352 -0.049 -0.001 -0.311 -0.188 0.263 0.009 0.210 -0.037 0.188 0.016 | -| bplus_2 | -0.126 0.205 -0.093 0.675 1.000 0.277 -0.091 -0.310 0.083 -0.004 0.034 -0.073 -0.075 0.134 -0.140 0.002 -0.070 -0.366 0.158 0.035 0.016 -0.081 -0.093 0.051 | -| rho_p | -0.002 0.057 -0.222 0.113 0.277 1.000 0.030 0.002 -0.082 -0.001 0.046 0.037 -0.007 0.062 -0.174 0.001 0.005 -0.011 0.080 -0.069 0.004 0.158 0.015 -0.027 | -| p3770_s | -0.223 -0.024 -0.009 -0.135 -0.091 0.030 1.000 0.168 -0.030 0.038 0.050 -0.045 -0.012 0.094 -0.019 0.035 -0.061 0.073 0.010 -0.014 -0.416 0.020 0.024 -0.016 | -| DDstar_p | 0.283 -0.052 0.021 -0.088 -0.310 0.002 0.168 1.000 0.142 0.056 0.047 -0.143 0.227 -0.152 0.022 0.002 0.156 0.410 -0.080 -0.055 -0.027 0.102 -0.027 -0.066 | -| jpsi_p | 0.101 -0.039 0.024 0.183 0.083 -0.082 -0.030 0.142 1.000 0.082 -0.029 0.254 -0.017 -0.040 0.031 0.064 -0.077 0.073 -0.047 -0.061 -0.017 0.062 -0.011 -0.071 | -| DDstar_s | 0.040 0.042 0.002 -0.011 -0.004 -0.001 0.038 0.056 0.082 1.000 0.001 0.003 0.071 0.001 0.002 -0.003 0.050 0.009 0.008 -0.001 0.035 0.003 -0.004 -0.002 | -| bplus_0 | 0.053 0.012 0.037 -0.010 0.034 0.046 0.050 0.047 -0.029 0.001 1.000 0.043 0.019 0.021 -0.005 0.001 0.021 -0.793 0.039 -0.157 -0.002 0.277 0.026 -0.189 | -| Dbar_p | 0.360 -0.092 0.001 -0.353 -0.073 0.037 -0.045 -0.143 0.254 0.003 0.043 1.000 0.032 -0.102 -0.007 0.034 -0.034 0.180 -0.085 -0.026 -0.020 0.046 0.046 -0.031 | -| p4160_p | 0.239 0.284 0.000 -0.390 -0.075 -0.007 -0.012 0.227 -0.017 0.071 0.019 0.032 1.000 -0.559 -0.001 0.043 0.280 0.025 -0.164 -0.011 -0.155 0.014 -0.109 -0.013 | -| p4040_s | -0.164 -0.199 -0.021 0.352 0.134 0.062 0.094 -0.152 -0.040 0.001 0.021 -0.102 -0.559 1.000 -0.033 -0.003 -0.252 -0.027 0.089 0.004 -0.015 -0.011 0.207 0.006 | -| phi_s | 0.009 -0.035 0.759 -0.049 -0.140 -0.174 -0.019 0.022 0.031 0.002 -0.005 -0.007 -0.001 -0.033 1.000 0.000 -0.008 0.005 -0.041 -0.013 -0.006 0.030 -0.004 -0.037 | -| Dbar_s | 0.047 0.021 0.001 -0.001 0.002 0.001 0.035 0.002 0.064 -0.003 0.001 0.034 0.043 -0.003 0.000 1.000 0.036 0.001 0.002 0.000 0.036 0.001 -0.002 -0.000 | -| p4040_p | 0.196 0.158 -0.005 -0.311 -0.070 0.005 -0.061 0.156 -0.077 0.050 0.021 -0.034 0.280 -0.252 -0.008 0.036 1.000 0.019 0.274 -0.007 -0.228 0.008 -0.028 -0.008 | -| bplus_1 | 0.162 -0.110 -0.028 -0.188 -0.366 -0.011 0.073 0.410 0.073 0.009 -0.793 0.180 0.025 -0.027 0.005 0.001 0.019 1.000 -0.019 0.096 0.015 -0.156 0.114 0.116 | -| p4160_s | -0.070 -0.144 -0.025 0.263 0.158 0.080 0.010 -0.080 -0.047 0.008 0.039 -0.085 -0.164 0.089 -0.041 0.002 0.274 -0.019 1.000 -0.000 -0.073 -0.005 0.341 0.002 | -| omega_p | -0.034 0.008 -0.116 0.009 0.035 -0.069 -0.014 -0.055 -0.061 -0.001 -0.157 -0.026 -0.011 0.004 -0.013 0.000 -0.007 0.096 -0.000 1.000 -0.008 -0.242 -0.013 0.929 | -| psi2s_p | -0.009 -0.104 -0.004 0.210 0.016 0.004 -0.416 -0.027 -0.017 0.035 -0.002 -0.020 -0.155 -0.015 -0.006 0.036 -0.228 0.015 -0.073 -0.008 1.000 0.007 0.035 -0.009 | -| rho_s | 0.055 -0.023 0.123 -0.037 -0.081 0.158 0.020 0.102 0.062 0.003 0.277 0.046 0.014 -0.011 0.030 0.001 0.008 -0.156 -0.005 -0.242 0.007 1.000 0.023 -0.424 | -| p4415_s | -0.059 -0.178 0.000 0.188 -0.093 0.015 0.024 -0.027 -0.011 -0.004 0.026 0.046 -0.109 0.207 -0.004 -0.002 -0.028 0.114 0.341 -0.013 0.035 0.023 1.000 -0.015 | -| omega_s | -0.041 0.012 -0.159 0.016 0.051 -0.027 -0.016 -0.066 -0.071 -0.002 -0.189 -0.031 -0.013 0.006 -0.037 -0.000 -0.008 0.116 0.002 0.929 -0.009 -0.424 -0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10771882128593369}), (, {'error': 0.17932889258455265}), (, {'error': 0.2558651380657837}), (, {'error': 0.21495927422784267}), (, {'error': 0.09425159545570116}), (, {'error': 0.2888432644256125}), (, {'error': 0.2318993250441692}), (, {'error': 0.3952254421486905}), (, {'error': 0.026309414229895633}), (, {'error': 0.030100784920337104}), (, {'error': 0.021295648043965887}), (, {'error': 0.36516008253596777}), (, {'error': 0.09872238151658452}), (, {'error': 0.16980340952374873}), (, {'error': 1.217142801345993}), (, {'error': 0.023283328454414026}), (, {'error': 0.16105257929858752}), (, {'error': 0.046262289764741116}), (, {'error': 0.16702736478977087}), (, {'error': 0.757830915171493}), (, {'error': 0.031492488626003734}), (, {'error': 0.3189453021103682}), (, {'error': 0.19635338854709505}), (, {'error': 2.86840187007982})]) -Toy 4/25 -Time taken: 20 min, 40 s -Projected time left: 1 h, 48 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1495 (1495 total) | -| EDM = 0.000198 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297082.816599088 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.84 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.40 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.30 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.14 | 0.27 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.17 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.1 | 0.4 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 3.0 | 1.1 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.465 | 0.023 | | | -2 | 2 | | -| 11| Dbar_p | 0.23 | 4.86 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.16 | | |0.00501244| 2.01499 | | -| 14| phi_s | 17.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.09 | 0.20 | | | -0.3 | 0.3 | | -| 16| p4040_p | 3.65 | 0.24 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.897 | 0.029 | | | -2 | 2 | | -| 18| p4160_s | 2.52 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -5.72 | 0.25 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.69 | 0.31 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.25 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.260 -0.000 0.329 0.097 -0.005 0.307 0.346 0.444 0.227 0.247 0.496 0.467 -0.188 0.030 -0.314 0.467 0.044 -0.093 -0.031 0.405 -0.109 -0.185 -0.015 | -| p4415_p | 0.260 1.000 0.006 0.259 -0.045 0.038 0.312 0.140 0.341 0.086 0.226 0.310 0.489 -0.213 0.016 -0.329 0.382 0.033 -0.156 -0.025 0.256 -0.096 -0.213 -0.014 | -| phi_p | -0.000 0.006 1.000 -0.003 -0.020 0.095 0.003 -0.005 0.002 0.000 -0.019 -0.001 0.003 0.006 0.619 0.005 0.002 0.008 0.007 -0.003 0.001 0.015 0.003 0.028 | -| Ctt | 0.329 0.259 -0.003 1.000 -0.138 0.046 0.637 0.788 0.431 0.379 0.626 0.841 0.366 -0.101 0.055 -0.843 0.538 0.035 -0.029 -0.073 0.664 -0.252 -0.169 -0.036 | -| bplus_2 | 0.097 -0.045 -0.020 -0.138 1.000 -0.256 0.170 0.128 0.290 0.154 -0.266 0.197 0.094 -0.027 0.061 -0.134 0.128 0.278 -0.061 0.008 0.160 0.065 0.103 0.008 | -| rho_p | -0.005 0.038 0.095 0.046 -0.256 1.000 0.019 0.015 0.001 -0.010 0.068 0.008 0.010 0.016 0.105 -0.008 0.017 -0.105 0.034 -0.026 0.003 0.095 -0.019 -0.074 | -| p3770_s | 0.307 0.312 0.003 0.637 0.170 0.019 1.000 0.633 0.627 0.347 0.443 0.785 0.516 -0.131 0.051 -0.722 0.585 0.108 -0.093 -0.057 0.456 -0.198 -0.219 -0.029 | -| DDstar_p | 0.346 0.140 -0.005 0.788 0.128 0.015 0.633 1.000 0.415 0.428 0.558 0.910 0.317 -0.276 0.062 -0.814 0.534 0.106 -0.175 -0.073 0.542 -0.238 -0.238 -0.033 | -| jpsi_p | 0.444 0.341 0.002 0.431 0.290 0.001 0.627 0.415 1.000 0.242 0.269 0.664 0.600 -0.168 0.033 -0.562 0.586 0.157 -0.117 -0.042 0.584 -0.136 -0.221 -0.015 | -| DDstar_s | 0.227 0.086 0.000 0.379 0.154 -0.010 0.347 0.428 0.242 1.000 0.165 0.440 0.229 -0.163 0.028 -0.434 0.301 0.069 -0.100 -0.023 0.283 -0.077 -0.135 -0.012 | -| bplus_0 | 0.247 0.226 -0.019 0.626 -0.266 0.068 0.443 0.558 0.269 0.165 1.000 0.584 0.363 -0.234 0.060 -0.646 0.432 -0.611 -0.157 -0.102 0.388 -0.335 -0.316 -0.040 | -| Dbar_p | 0.496 0.310 -0.001 0.841 0.197 0.008 0.785 0.910 0.664 0.440 0.584 1.000 0.567 -0.279 0.073 -0.891 0.712 0.136 -0.168 -0.075 0.703 -0.253 -0.287 -0.037 | -| p4160_p | 0.467 0.489 0.003 0.366 0.094 0.010 0.516 0.317 0.600 0.229 0.363 0.567 1.000 -0.429 0.042 -0.512 0.578 0.079 -0.167 -0.045 0.454 -0.156 -0.209 -0.023 | -| p4040_s | -0.188 -0.213 0.006 -0.101 -0.027 0.016 -0.131 -0.276 -0.168 -0.163 -0.234 -0.279 -0.429 1.000 -0.030 0.216 -0.281 -0.026 0.066 0.030 -0.175 0.091 0.209 0.012 | -| phi_s | 0.030 0.016 0.619 0.055 0.061 0.105 0.051 0.062 0.033 0.028 0.060 0.073 0.042 -0.030 1.000 -0.075 0.049 -0.004 -0.028 -0.002 0.049 -0.017 -0.027 -0.016 | -| Dbar_s | -0.314 -0.329 0.005 -0.843 -0.134 -0.008 -0.722 -0.814 -0.562 -0.434 -0.646 -0.891 -0.512 0.216 -0.075 1.000 -0.670 -0.117 0.119 0.083 -0.639 0.271 0.282 0.038 | -| p4040_p | 0.467 0.382 0.002 0.538 0.128 0.017 0.585 0.534 0.586 0.301 0.432 0.712 0.578 -0.281 0.049 -0.670 1.000 0.102 0.097 -0.055 0.485 -0.189 -0.200 -0.027 | -| bplus_1 | 0.044 0.033 0.008 0.035 0.278 -0.105 0.108 0.106 0.157 0.069 -0.611 0.136 0.079 -0.026 -0.004 -0.117 0.102 1.000 -0.030 0.043 0.102 0.138 -0.010 0.014 | -| p4160_s | -0.093 -0.156 0.007 -0.029 -0.061 0.034 -0.093 -0.175 -0.117 -0.100 -0.157 -0.168 -0.167 0.066 -0.028 0.119 0.097 -0.030 1.000 0.021 -0.130 0.059 0.309 0.008 | -| omega_p | -0.031 -0.025 -0.003 -0.073 0.008 -0.026 -0.057 -0.073 -0.042 -0.023 -0.102 -0.075 -0.045 0.030 -0.002 0.083 -0.055 0.043 0.021 1.000 -0.050 0.358 0.037 -0.677 | -| psi2s_p | 0.405 0.256 0.001 0.664 0.160 0.003 0.456 0.542 0.584 0.283 0.388 0.703 0.454 -0.175 0.049 -0.639 0.485 0.102 -0.130 -0.050 1.000 -0.170 -0.192 -0.025 | -| rho_s | -0.109 -0.096 0.015 -0.252 0.065 0.095 -0.198 -0.238 -0.136 -0.077 -0.335 -0.253 -0.156 0.091 -0.017 0.271 -0.189 0.138 0.059 0.358 -0.170 1.000 0.121 0.058 | -| p4415_s | -0.185 -0.213 0.003 -0.169 0.103 -0.019 -0.219 -0.238 -0.221 -0.135 -0.316 -0.287 -0.209 0.209 -0.027 0.282 -0.200 -0.010 0.309 0.037 -0.192 0.121 1.000 0.016 | -| omega_s | -0.015 -0.014 0.028 -0.036 0.008 -0.074 -0.029 -0.033 -0.015 -0.012 -0.040 -0.037 -0.023 0.012 -0.016 0.038 -0.027 0.014 0.008 -0.677 -0.025 0.058 0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11294434026170208}), (, {'error': 0.177837744412642}), (, {'error': 0.203175251236146}), (, {'error': 0.27338450550414506}), (, {'error': 0.07522347858404266}), (, {'error': 0.5222215986007712}), (, {'error': 0.3592784647156022}), (, {'error': 1.09214230596013}), (, {'error': 0.03660201825288789}), (, {'error': 0.3760275654621669}), (, {'error': 0.02264256702458145}), (, {'error': 4.860893845008114}), (, {'error': 0.11674650140053489}), (, {'error': 0.1624613523752973}), (, {'error': 1.0152602550354626}), (, {'error': 0.20458320139745087}), (, {'error': 0.24109444279655623}), (, {'error': 0.029213475918536735}), (, {'error': 0.1572271440002726}), (, {'error': 0.25402175075904987}), (, {'error': 0.042991949178200706}), (, {'error': 0.31061319026886086}), (, {'error': 0.18712108256512983}), (, {'error': 4.294898728631133})]) -Toy 5/25 -Time taken: 27 min, 10 s -Projected time left: 1 h, 48 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1377 (1377 total) | -| EDM = 3.53E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297223.6416794696 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.54 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.24 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.19 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.61 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | -6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.38 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.621 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.422 | 0.031 | | | -2 | 2 | | -| 11| Dbar_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.31 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | | -| 14| phi_s | 16.3 | 1.3 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 16| p4040_p | 3.79 | 0.19 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 18| p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.880 | 0.032 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.031 -0.006 -0.214 0.055 -0.002 -0.259 0.125 -0.019 0.043 0.058 0.279 0.142 -0.157 -0.000 0.050 0.095 -0.118 -0.060 0.000 -0.014 -0.011 -0.064 0.006 | -| p4415_p | 0.031 1.000 -0.003 -0.021 -0.236 0.018 -0.001 -0.178 0.015 0.022 -0.032 -0.103 0.310 -0.200 -0.019 0.012 0.131 0.147 -0.150 -0.000 -0.057 -0.001 -0.140 -0.012 | -| phi_p | -0.006 -0.003 1.000 -0.009 0.013 0.047 -0.003 0.005 -0.033 0.001 -0.050 0.004 -0.004 0.001 0.777 0.001 -0.002 0.040 0.000 -0.003 -0.004 0.069 0.002 -0.073 | -| Ctt | -0.214 -0.021 -0.009 1.000 -0.653 0.035 -0.115 -0.003 0.264 -0.008 0.007 -0.347 -0.321 0.351 -0.044 -0.007 -0.173 0.102 0.250 -0.000 0.241 0.017 0.207 -0.035 | -| bplus_2 | 0.055 -0.236 0.013 -0.653 1.000 -0.105 0.052 0.262 -0.233 0.019 -0.089 0.055 -0.025 -0.099 0.085 0.004 -0.025 -0.133 -0.144 0.001 -0.060 -0.002 0.058 0.060 | -| rho_p | -0.002 0.018 0.047 0.035 -0.105 1.000 0.007 -0.020 -0.022 -0.001 0.098 -0.000 0.002 0.011 0.059 0.000 0.005 -0.089 0.018 0.001 0.000 0.015 0.002 0.158 | -| p3770_s | -0.259 -0.001 -0.003 -0.115 0.052 0.007 1.000 0.049 -0.073 0.036 -0.011 -0.102 -0.026 0.115 -0.013 0.030 -0.029 -0.013 0.024 0.000 -0.436 0.005 0.014 -0.009 | -| DDstar_p | 0.125 -0.178 0.005 -0.003 0.262 -0.020 0.049 1.000 -0.159 0.054 -0.055 -0.215 -0.026 -0.147 -0.005 0.006 -0.067 -0.209 -0.105 0.001 -0.145 0.083 -0.034 -0.033 | -| jpsi_p | -0.019 0.015 -0.033 0.264 -0.233 -0.022 -0.073 -0.159 1.000 0.060 0.131 0.161 -0.056 0.041 -0.000 0.057 -0.093 -0.044 -0.001 0.001 -0.001 -0.058 -0.004 0.033 | -| DDstar_s | 0.043 0.022 0.001 -0.008 0.019 -0.001 0.036 0.054 0.060 1.000 -0.000 -0.006 0.048 -0.010 0.000 -0.002 0.029 -0.021 -0.001 -0.000 0.021 0.005 -0.004 -0.002 | -| bplus_0 | 0.058 -0.032 -0.050 0.007 -0.089 0.098 -0.011 -0.055 0.131 -0.000 1.000 -0.044 0.011 -0.044 0.043 -0.000 -0.032 -0.924 -0.051 -0.002 -0.013 -0.394 -0.026 0.180 | -| Dbar_p | 0.279 -0.103 0.004 -0.347 0.055 -0.000 -0.102 -0.215 0.161 -0.006 -0.044 1.000 -0.044 -0.041 -0.014 0.032 -0.137 -0.084 -0.081 0.000 -0.072 0.053 0.034 -0.030 | -| p4160_p | 0.142 0.310 -0.004 -0.321 -0.025 0.002 -0.026 -0.026 -0.056 0.048 0.011 -0.044 1.000 -0.502 0.001 0.029 0.093 0.059 -0.133 0.000 -0.127 -0.023 -0.054 0.011 | -| p4040_s | -0.157 -0.200 0.001 0.351 -0.099 0.011 0.115 -0.147 0.041 -0.010 -0.044 -0.041 -0.502 1.000 -0.019 -0.007 -0.191 0.034 -0.016 -0.000 0.057 0.028 0.152 -0.024 | -| phi_s | -0.000 -0.019 0.777 -0.044 0.085 0.059 -0.013 -0.005 -0.000 0.000 0.043 -0.014 0.001 -0.019 1.000 -0.000 -0.009 -0.041 -0.027 -0.004 -0.006 0.024 -0.010 -0.021 | -| Dbar_s | 0.050 0.012 0.001 -0.007 0.004 0.000 0.030 0.006 0.057 -0.002 -0.000 0.032 0.029 -0.007 -0.000 1.000 0.020 -0.007 -0.002 -0.000 0.027 0.002 -0.001 -0.001 | -| p4040_p | 0.095 0.131 -0.002 -0.173 -0.025 0.005 -0.029 -0.067 -0.093 0.029 -0.032 -0.137 0.093 -0.191 -0.009 0.020 1.000 0.080 0.340 0.000 -0.198 -0.000 0.045 -0.004 | -| bplus_1 | -0.118 0.147 0.040 0.102 -0.133 -0.089 -0.013 -0.209 -0.044 -0.021 -0.924 -0.084 0.059 0.034 -0.041 -0.007 0.080 1.000 0.048 0.002 0.049 0.329 -0.057 -0.153 | -| p4160_s | -0.060 -0.150 0.000 0.250 -0.144 0.018 0.024 -0.105 -0.001 -0.001 -0.051 -0.081 -0.133 -0.016 -0.027 -0.002 0.340 0.048 1.000 -0.000 -0.047 0.033 0.307 -0.031 | -| omega_p | 0.000 -0.000 -0.003 -0.000 0.001 0.001 0.000 0.001 0.001 -0.000 -0.002 0.000 0.000 -0.000 -0.004 -0.000 0.000 0.002 -0.000 1.000 0.000 0.011 0.000 -0.063 | -| psi2s_p | -0.014 -0.057 -0.004 0.241 -0.060 0.000 -0.436 -0.145 -0.001 0.021 -0.013 -0.072 -0.127 0.057 -0.006 0.027 -0.198 0.049 -0.047 0.000 1.000 0.001 0.024 -0.002 | -| rho_s | -0.011 -0.001 0.069 0.017 -0.002 0.015 0.005 0.083 -0.058 0.005 -0.394 0.053 -0.023 0.028 0.024 0.002 -0.000 0.329 0.033 0.011 0.001 1.000 0.030 -0.436 | -| p4415_s | -0.064 -0.140 0.002 0.207 0.058 0.002 0.014 -0.034 -0.004 -0.004 -0.026 0.034 -0.054 0.152 -0.010 -0.001 0.045 -0.057 0.307 0.000 0.024 0.030 1.000 -0.018 | -| omega_s | 0.006 -0.012 -0.073 -0.035 0.060 0.158 -0.009 -0.033 0.033 -0.002 0.180 -0.030 0.011 -0.024 -0.021 -0.001 -0.004 -0.153 -0.031 -0.063 -0.002 -0.436 -0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09486848179253538}), (, {'error': 0.1616916594799216}), (, {'error': 0.29842262617702}), (, {'error': 0.20261433380069493}), (, {'error': 0.0802067031794158}), (, {'error': 0.26407935197328936}), (, {'error': 0.22566059743002587}), (, {'error': 0.3402323347745293}), (, {'error': 0.023975550594513617}), (, {'error': 0.030612239389613993}), (, {'error': 0.03132294838472416}), (, {'error': 0.334912384595043}), (, {'error': 0.10521214239899734}), (, {'error': 0.1752510482614229}), (, {'error': 1.345179572320827}), (, {'error': 0.022691494901102838}), (, {'error': 0.1910401607583756}), (, {'error': 0.06074507824237063}), (, {'error': 0.17043284382902157}), (, {'error': 0.06020925435406799}), (, {'error': 0.0315173812199907}), (, {'error': 0.3680179518560016}), (, {'error': 0.19053012265356672}), (, {'error': 0.9036552121885979})]) -Toy 6/25 -Time taken: 33 min, 13 s -Projected time left: 1 h, 45 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.984E+05 | Ncalls=556 (567 total) | -| EDM = 1.73E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298415.0192668205 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 1.6 | 7.5 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -4.976 | 0.009 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.138 | 0.005 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.005 | 0.003 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.970 | 0.006 | | | -2 | 2 | | -| 5 | rho_p | 4.123 | 0.007 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.258 | 0.017 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -0.60 | 0.07 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -0.888 | 0.013 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -2.145E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.908 | 0.007 | | | -2 | 2 | | -| 11| Dbar_p | 3.399 | 0.008 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.405 | 0.011 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.007 | 0.002 | | |0.00501244| 2.01499 | | -| 14| phi_s | 18.380 | 0.007 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -2.991E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 16| p4040_p | 4.410 | 0.014 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -1.771 | 0.005 | | | -2 | 2 | | -| 18| p4160_s | 1.077 | 0.002 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.623E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.75 | 0.05 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.744 | 0.001 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.224 | 0.002 | | |0.126447 | 2.35355 | | -| 23| omega_s | 0.929E1 | 0.000E1 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.698 -0.095 -0.729 0.902 -0.027 0.990 0.980 0.967 -0.537 0.993 -0.603 -0.768 -0.285 0.035 0.122 -0.904 0.978 0.219 -0.031 -0.998 0.050 -0.050 0.002 | -| p4415_p | 0.698 1.000 -0.066 -0.509 0.630 -0.019 0.691 0.684 0.675 -0.375 0.693 -0.421 -0.536 -0.199 0.025 0.085 -0.631 0.683 0.153 -0.022 -0.697 0.035 -0.035 0.002 | -| phi_p | -0.095 -0.066 1.000 0.069 -0.086 0.002 -0.094 -0.093 -0.092 0.051 -0.094 0.057 0.073 0.027 -0.003 -0.012 0.086 -0.093 -0.021 0.003 0.095 -0.005 0.005 -0.000 | -| Ctt | -0.729 -0.509 0.069 1.000 -0.657 0.020 -0.721 -0.714 -0.704 0.391 -0.724 0.439 0.560 0.207 -0.026 -0.089 0.658 -0.713 -0.159 0.023 0.727 -0.037 0.036 -0.002 | -| bplus_2 | 0.902 0.630 -0.086 -0.657 1.000 -0.025 0.892 0.884 0.871 -0.484 0.896 -0.543 -0.693 -0.257 0.032 0.110 -0.815 0.882 0.197 -0.028 -0.900 0.045 -0.045 0.002 | -| rho_p | -0.027 -0.019 0.002 0.020 -0.025 1.000 -0.027 -0.027 -0.026 0.015 -0.027 0.016 0.021 0.008 -0.001 -0.003 0.025 -0.027 -0.006 0.001 0.027 -0.001 0.001 -0.000 | -| p3770_s | 0.990 0.691 -0.094 -0.721 0.892 -0.027 1.000 0.970 0.956 -0.532 0.983 -0.596 -0.760 -0.282 0.035 0.120 -0.894 0.968 0.217 -0.031 -0.988 0.050 -0.049 0.002 | -| DDstar_p | 0.980 0.684 -0.093 -0.714 0.884 -0.027 0.970 1.000 0.947 -0.526 0.973 -0.590 -0.752 -0.279 0.034 0.119 -0.885 0.959 0.215 -0.030 -0.978 0.049 -0.049 0.002 | -| jpsi_p | 0.967 0.675 -0.092 -0.704 0.871 -0.026 0.956 0.947 1.000 -0.519 0.960 -0.582 -0.742 -0.275 0.034 0.117 -0.873 0.945 0.212 -0.030 -0.965 0.048 -0.048 0.002 | -| DDstar_s | -0.537 -0.375 0.051 0.391 -0.484 0.015 -0.532 -0.526 -0.519 1.000 -0.533 0.324 0.412 0.153 -0.019 -0.065 0.485 -0.525 -0.118 0.017 0.536 -0.027 0.027 -0.001 | -| bplus_0 | 0.993 0.693 -0.094 -0.724 0.896 -0.027 0.983 0.973 0.960 -0.533 1.000 -0.598 -0.763 -0.283 0.035 0.121 -0.898 0.972 0.217 -0.031 -0.992 0.050 -0.049 0.002 | -| Dbar_p | -0.603 -0.421 0.057 0.439 -0.543 0.016 -0.596 -0.590 -0.582 0.324 -0.598 1.000 0.463 0.172 -0.021 -0.073 0.545 -0.589 -0.132 0.019 0.602 -0.030 0.030 -0.001 | -| p4160_p | -0.768 -0.536 0.073 0.560 -0.693 0.021 -0.760 -0.752 -0.742 0.412 -0.763 0.463 1.000 0.218 -0.027 -0.093 0.694 -0.751 -0.167 0.024 0.767 -0.039 0.038 -0.002 | -| p4040_s | -0.285 -0.199 0.027 0.207 -0.257 0.008 -0.282 -0.279 -0.275 0.153 -0.283 0.172 0.218 1.000 -0.010 -0.035 0.257 -0.278 -0.062 0.009 0.284 -0.014 0.014 -0.001 | -| phi_s | 0.035 0.025 -0.003 -0.026 0.032 -0.001 0.035 0.034 0.034 -0.019 0.035 -0.021 -0.027 -0.010 1.000 0.004 -0.032 0.034 0.008 -0.001 -0.035 0.002 -0.002 0.000 | -| Dbar_s | 0.122 0.085 -0.012 -0.089 0.110 -0.003 0.120 0.119 0.117 -0.065 0.121 -0.073 -0.093 -0.035 0.004 1.000 -0.110 0.119 0.027 -0.004 -0.121 0.006 -0.006 0.000 | -| p4040_p | -0.904 -0.631 0.086 0.658 -0.815 0.025 -0.894 -0.885 -0.873 0.485 -0.898 0.545 0.694 0.257 -0.032 -0.110 1.000 -0.884 -0.198 0.028 0.902 -0.045 0.045 -0.002 | -| bplus_1 | 0.978 0.683 -0.093 -0.713 0.882 -0.027 0.968 0.959 0.945 -0.525 0.972 -0.589 -0.751 -0.278 0.034 0.119 -0.884 1.000 0.214 -0.030 -0.977 0.049 -0.049 0.002 | -| p4160_s | 0.219 0.153 -0.021 -0.159 0.197 -0.006 0.217 0.215 0.212 -0.118 0.217 -0.132 -0.167 -0.062 0.008 0.027 -0.198 0.214 1.000 -0.007 -0.218 0.011 -0.011 0.000 | -| omega_p | -0.031 -0.022 0.003 0.023 -0.028 0.001 -0.031 -0.030 -0.030 0.017 -0.031 0.019 0.024 0.009 -0.001 -0.004 0.028 -0.030 -0.007 1.000 0.031 -0.002 0.002 -0.000 | -| psi2s_p | -0.998 -0.697 0.095 0.727 -0.900 0.027 -0.988 -0.978 -0.965 0.536 -0.992 0.602 0.767 0.284 -0.035 -0.121 0.902 -0.977 -0.218 0.031 1.000 -0.050 0.050 -0.002 | -| rho_s | 0.050 0.035 -0.005 -0.037 0.045 -0.001 0.050 0.049 0.048 -0.027 0.050 -0.030 -0.039 -0.014 0.002 0.006 -0.045 0.049 0.011 -0.002 -0.050 1.000 -0.002 0.000 | -| p4415_s | -0.050 -0.035 0.005 0.036 -0.045 0.001 -0.049 -0.049 -0.048 0.027 -0.049 0.030 0.038 0.014 -0.002 -0.006 0.045 -0.049 -0.011 0.002 0.050 -0.002 1.000 -0.000 | -| omega_s | 0.002 0.002 -0.000 -0.002 0.002 -0.000 0.002 0.002 0.002 -0.001 0.002 -0.001 -0.002 -0.001 0.000 0.000 -0.002 0.002 0.000 -0.000 -0.002 0.000 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 7.5242541856096}), (, {'error': 0.009107567502673941}), (, {'error': 0.005379561578145342}), (, {'error': 0.0033624855982854474}), (, {'error': 0.0059226801650942296}), (, {'error': 0.007217445863783922}), (, {'error': 0.016974662199843005}), (, {'error': 0.07491549475993331}), (, {'error': 0.012603017322215582}), (, {'error': 0.0003918726711574366}), (, {'error': 0.007330719553888976}), (, {'error': 0.008375574284086085}), (, {'error': 0.010810949105484191}), (, {'error': 0.0016341378479560742}), (, {'error': 0.006729533402195287}), (, {'error': 3.549323857968134e-05}), (, {'error': 0.014434830045479963}), (, {'error': 0.004687230796748709}), (, {'error': 0.0015564416256208524}), (, {'error': 0.0013156034293837493}), (, {'error': 0.04962917431502056}), (, {'error': 0.001182710876261317}), (, {'error': 0.0017442971623630177}), (, {'error': 0.001203007070154527})]) -Toy 7/25 -Time taken: 37 min, 11 s -Projected time left: 1 h, 35 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1252 (1252 total) | -| EDM = 0.00139 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297289.6942639259 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.74 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.07 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.31 | 0.19 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.07 | 0.10 | | | -2 | 2 | | -| 5 | rho_p | -0.42 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.11 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 4.56 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.666 | 0.023 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 11| Dbar_p | 1.58 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.21 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | | -| 14| phi_s | 18.0 | 1.5 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| p4040_p | 4.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.95 | 0.07 | | | -2 | 2 | | -| 18| p4160_s | 2.57 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -5.09 | 0.23 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.035 -0.007 -0.178 0.051 -0.018 -0.240 0.147 -0.047 0.030 0.028 0.171 0.146 -0.089 -0.003 0.038 0.162 -0.073 -0.047 0.000 -0.010 -0.001 -0.069 -0.003 | -| p4415_p | 0.035 1.000 0.004 0.024 -0.225 0.052 0.006 -0.143 0.008 0.018 0.016 -0.126 0.294 -0.120 -0.008 0.008 0.183 0.075 -0.143 -0.021 -0.058 -0.025 -0.111 0.020 | -| phi_p | -0.007 0.004 1.000 0.007 -0.027 0.137 -0.001 -0.004 -0.045 0.000 -0.005 -0.000 -0.005 0.006 0.841 0.000 -0.003 0.003 0.007 0.044 -0.004 0.017 0.001 0.017 | -| Ctt | -0.178 0.024 0.007 1.000 -0.652 0.105 -0.095 -0.033 0.294 -0.008 0.056 -0.328 -0.298 0.280 -0.017 -0.008 -0.280 0.052 0.263 -0.028 0.271 -0.035 0.185 0.033 | -| bplus_2 | 0.051 -0.225 -0.027 -0.652 1.000 -0.268 0.039 0.255 -0.181 0.011 -0.070 0.048 -0.031 -0.119 0.033 0.002 0.015 -0.139 -0.134 0.066 -0.058 0.066 0.094 -0.085 | -| rho_p | -0.018 0.052 0.137 0.105 -0.268 1.000 0.023 -0.011 -0.098 -0.000 0.017 0.022 -0.004 0.059 0.145 0.001 -0.004 -0.025 0.069 0.025 0.002 0.168 0.010 0.062 | -| p3770_s | -0.240 0.006 -0.001 -0.095 0.039 0.023 1.000 0.077 -0.066 0.027 -0.008 -0.150 -0.017 0.105 -0.009 0.022 -0.063 -0.017 0.037 -0.006 -0.426 -0.004 0.017 0.011 | -| DDstar_p | 0.147 -0.143 -0.004 -0.033 0.255 -0.011 0.077 1.000 -0.077 0.036 -0.145 -0.176 0.013 -0.145 -0.013 0.002 0.043 -0.113 -0.070 0.054 -0.087 0.095 -0.025 -0.014 | -| jpsi_p | -0.047 0.008 -0.045 0.294 -0.181 -0.098 -0.066 -0.077 1.000 0.051 0.115 0.046 -0.059 -0.009 -0.018 0.047 -0.082 -0.033 -0.007 -0.012 -0.008 -0.025 -0.021 -0.008 | -| DDstar_s | 0.030 0.018 0.000 -0.008 0.011 -0.000 0.027 0.036 0.051 1.000 -0.005 0.003 0.044 0.000 -0.000 -0.001 0.027 -0.008 0.003 0.003 0.018 0.004 -0.002 -0.001 | -| bplus_0 | 0.028 0.016 -0.005 0.056 -0.070 0.017 -0.008 -0.145 0.115 -0.005 1.000 -0.079 0.038 -0.039 0.061 -0.002 0.016 -0.929 -0.035 -0.190 0.003 -0.327 -0.053 0.036 | -| Dbar_p | 0.171 -0.126 -0.000 -0.328 0.048 0.022 -0.150 -0.176 0.046 0.003 -0.079 1.000 -0.103 -0.121 -0.013 0.026 -0.118 -0.045 -0.054 0.023 -0.116 0.046 0.041 0.002 | -| p4160_p | 0.146 0.294 -0.005 -0.298 -0.031 -0.004 -0.017 0.013 -0.059 0.044 0.038 -0.103 1.000 -0.454 -0.001 0.026 0.317 0.029 -0.170 -0.016 -0.131 -0.025 -0.070 0.005 | -| p4040_s | -0.089 -0.120 0.006 0.280 -0.119 0.059 0.105 -0.145 -0.009 0.000 -0.039 -0.121 -0.454 1.000 -0.012 -0.003 -0.134 0.040 0.213 -0.005 -0.050 0.003 0.198 0.018 | -| phi_s | -0.003 -0.008 0.841 -0.017 0.033 0.145 -0.009 -0.013 -0.018 -0.000 0.061 -0.013 -0.001 -0.012 1.000 -0.000 -0.001 -0.057 -0.014 0.024 -0.006 -0.013 -0.006 -0.003 | -| Dbar_s | 0.038 0.008 0.000 -0.008 0.002 0.001 0.022 0.002 0.047 -0.001 -0.002 0.026 0.026 -0.003 -0.000 1.000 0.018 -0.004 -0.001 0.001 0.020 0.002 0.000 -0.000 | -| p4040_p | 0.162 0.183 -0.003 -0.280 0.015 -0.004 -0.063 0.043 -0.082 0.027 0.016 -0.118 0.317 -0.134 -0.001 0.018 1.000 0.022 0.252 -0.009 -0.179 -0.014 -0.041 0.003 | -| bplus_1 | -0.073 0.075 0.003 0.052 -0.139 -0.025 -0.017 -0.113 -0.033 -0.008 -0.929 -0.045 0.029 0.040 -0.057 -0.004 0.022 1.000 0.008 0.165 0.023 0.278 -0.039 -0.032 | -| p4160_s | -0.047 -0.143 0.007 0.263 -0.134 0.069 0.037 -0.070 -0.007 0.003 -0.035 -0.054 -0.170 0.213 -0.014 -0.001 0.252 0.008 1.000 -0.004 -0.040 0.006 0.321 0.020 | -| omega_p | 0.000 -0.021 0.044 -0.028 0.066 0.025 -0.006 0.054 -0.012 0.003 -0.190 0.023 -0.016 -0.005 0.024 0.001 -0.009 0.165 -0.004 1.000 -0.004 0.633 0.015 -0.586 | -| psi2s_p | -0.010 -0.058 -0.004 0.271 -0.058 0.002 -0.426 -0.087 -0.008 0.018 0.003 -0.116 -0.131 -0.050 -0.006 0.020 -0.179 0.023 -0.040 -0.004 1.000 -0.004 0.028 0.004 | -| rho_s | -0.001 -0.025 0.017 -0.035 0.066 0.168 -0.004 0.095 -0.025 0.004 -0.327 0.046 -0.025 0.003 -0.013 0.002 -0.014 0.278 0.006 0.633 -0.004 1.000 0.028 -0.131 | -| p4415_s | -0.069 -0.111 0.001 0.185 0.094 0.010 0.017 -0.025 -0.021 -0.002 -0.053 0.041 -0.070 0.198 -0.006 0.000 -0.041 -0.039 0.321 0.015 0.028 0.028 1.000 -0.000 | -| omega_s | -0.003 0.020 0.017 0.033 -0.085 0.062 0.011 -0.014 -0.008 -0.001 0.036 0.002 0.005 0.018 -0.003 -0.000 0.003 -0.032 0.020 -0.586 0.004 -0.131 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0976350594021298}), (, {'error': 0.17749722675959045}), (, {'error': 1.0156485428670896}), (, {'error': 0.19499730575661134}), (, {'error': 0.09598022482115465}), (, {'error': 0.3127132077199404}), (, {'error': 0.23069549626427754}), (, {'error': 0.31245512161395794}), (, {'error': 0.02348586554223786}), (, {'error': 0.02382591546361812}), (, {'error': 0.03698541368775454}), (, {'error': 0.3027888265362466}), (, {'error': 0.0866049508432809}), (, {'error': 0.16512190648187441}), (, {'error': 1.4982576896466533}), (, {'error': 0.018483700908201728}), (, {'error': 0.16776805785446314}), (, {'error': 0.07002338845202294}), (, {'error': 0.16898521420052415}), (, {'error': 0.2312565460151057}), (, {'error': 0.03172102684453382}), (, {'error': 0.3470694074964331}), (, {'error': 0.19286666779463685}), (, {'error': 4.628469719886779})]) -Toy 8/25 -Time taken: 43 min, 2 s -Projected time left: 1 h, 31 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=170 (170 total) | -| EDM = 5.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297406.76892322535 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.60 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -1.86 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.82 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.64 | 0.09 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.29 | 0.04 | | | -2 | 2 | | -| 5 | rho_p | -6.11 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.59 | 0.20 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 4 | 11 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.715 | 0.029 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.008 | 0.239 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.446 | 0.006 | | | -2 | 2 | | -| 11| Dbar_p | 0.92 | 0.24 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -1.99 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.007 | 1.473 | | |0.00501244| 2.01499 | | -| 14| phi_s | 19.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.290 | 0.023 | | | -0.3 | 0.3 | | -| 16| p4040_p | 0.7 | 6.9 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.832 | 0.012 | | | -2 | 2 | | -| 18| p4160_s | 2.08 | 0.14 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.09 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.814 | 0.025 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.84 | 0.22 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 0.94 | 0.14 | | |0.126447 | 2.35355 | | -| 23| omega_s | 5.4 | 0.6 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.404 0.032 -0.031 0.115 -0.054 0.396 -0.782 0.585 -0.797 0.569 0.370 0.608 -0.711 0.002 -0.147 -0.715 0.590 0.355 0.012 0.134 0.065 -0.206 -0.011 | -| p4415_p | 0.404 1.000 0.018 -0.032 0.165 -0.016 0.293 -0.457 0.353 -0.461 0.314 0.270 0.410 -0.401 -0.008 -0.108 -0.405 0.322 0.076 0.009 0.050 0.042 -0.155 -0.006 | -| phi_p | 0.032 0.018 1.000 0.006 -0.005 -0.136 0.023 -0.040 0.025 -0.041 0.025 0.015 0.029 -0.030 0.307 -0.008 -0.030 0.026 0.013 -0.010 0.007 -0.010 -0.011 -0.038 | -| Ctt | -0.031 -0.032 0.006 1.000 0.352 -0.017 -0.050 -0.023 -0.088 -0.030 -0.013 0.108 -0.061 0.109 0.012 -0.015 0.112 -0.015 0.051 -0.001 0.210 0.001 0.112 -0.002 | -| bplus_2 | 0.115 0.165 -0.005 0.352 1.000 0.106 0.072 -0.120 0.054 -0.122 -0.021 -0.051 0.114 -0.151 -0.072 -0.013 -0.152 -0.018 0.130 0.019 -0.039 0.056 -0.049 -0.002 | -| rho_p | -0.054 -0.016 -0.136 -0.017 0.106 1.000 -0.029 0.068 -0.038 0.071 -0.060 0.004 -0.046 0.034 -0.016 0.013 0.034 -0.028 -0.003 -0.135 -0.016 -0.013 0.020 0.188 | -| p3770_s | 0.396 0.293 0.023 -0.050 0.072 -0.029 1.000 -0.573 0.473 -0.583 0.429 0.377 0.448 -0.467 -0.006 -0.121 -0.469 0.442 0.249 0.010 -0.078 0.050 -0.150 -0.008 | -| DDstar_p | -0.782 -0.457 -0.040 -0.023 -0.120 0.068 -0.573 1.000 -0.721 0.982 -0.716 -0.354 -0.724 0.775 -0.005 0.218 0.779 -0.749 -0.361 -0.015 -0.187 -0.084 0.267 0.012 | -| jpsi_p | 0.585 0.353 0.025 -0.088 0.054 -0.038 0.473 -0.721 1.000 -0.726 0.555 0.440 0.561 -0.596 -0.017 -0.145 -0.599 0.574 0.267 0.012 0.190 0.065 -0.220 -0.013 | -| DDstar_s | -0.797 -0.461 -0.041 -0.030 -0.122 0.071 -0.583 0.982 -0.726 1.000 -0.737 -0.367 -0.735 0.783 -0.006 0.223 0.787 -0.771 -0.359 -0.015 -0.187 -0.086 0.278 0.013 | -| bplus_0 | 0.569 0.314 0.025 -0.013 -0.021 -0.060 0.429 -0.716 0.555 -0.737 1.000 0.161 0.507 -0.563 -0.013 -0.136 -0.565 0.368 0.315 0.017 0.155 0.112 -0.126 -0.013 | -| Dbar_p | 0.370 0.270 0.015 0.108 -0.051 0.004 0.377 -0.354 0.440 -0.367 0.161 1.000 0.348 -0.545 -0.007 -0.104 -0.547 0.167 0.347 0.008 0.152 0.019 -0.041 -0.001 | -| p4160_p | 0.608 0.410 0.029 -0.061 0.114 -0.046 0.448 -0.724 0.561 -0.735 0.507 0.348 1.000 -0.516 0.001 -0.155 -0.522 0.528 0.187 0.011 0.138 0.060 -0.155 -0.009 | -| p4040_s | -0.711 -0.401 -0.030 0.109 -0.151 0.034 -0.467 0.775 -0.596 0.783 -0.563 -0.545 -0.516 1.000 0.012 0.182 0.995 -0.580 -0.576 -0.014 0.000 -0.069 0.122 0.010 | -| phi_s | 0.002 -0.008 0.307 0.012 -0.072 -0.016 -0.006 -0.005 -0.017 -0.006 -0.013 -0.007 0.001 0.012 1.000 -0.001 0.011 -0.008 -0.019 0.005 -0.000 -0.036 -0.009 0.001 | -| Dbar_s | -0.147 -0.108 -0.008 -0.015 -0.013 0.013 -0.121 0.218 -0.145 0.223 -0.136 -0.104 -0.155 0.182 -0.001 1.000 0.183 -0.143 -0.097 -0.003 -0.032 -0.016 0.052 0.002 | -| p4040_p | -0.715 -0.405 -0.030 0.112 -0.152 0.034 -0.469 0.779 -0.599 0.787 -0.565 -0.547 -0.522 0.995 0.011 0.183 1.000 -0.583 -0.580 -0.014 -0.001 -0.070 0.123 0.011 | -| bplus_1 | 0.590 0.322 0.026 -0.015 -0.018 -0.028 0.442 -0.749 0.574 -0.771 0.368 0.167 0.528 -0.580 -0.008 -0.143 -0.583 1.000 0.318 0.015 0.163 0.076 -0.134 -0.008 | -| p4160_s | 0.355 0.076 0.013 0.051 0.130 -0.003 0.249 -0.361 0.267 -0.359 0.315 0.347 0.187 -0.576 -0.019 -0.097 -0.580 0.318 1.000 0.009 -0.073 0.042 0.064 -0.006 | -| omega_p | 0.012 0.009 -0.010 -0.001 0.019 -0.135 0.010 -0.015 0.012 -0.015 0.017 0.008 0.011 -0.014 0.005 -0.003 -0.014 0.015 0.009 1.000 0.003 0.058 -0.003 0.306 | -| psi2s_p | 0.134 0.050 0.007 0.210 -0.039 -0.016 -0.078 -0.187 0.190 -0.187 0.155 0.152 0.138 0.000 -0.000 -0.032 -0.001 0.163 -0.073 0.003 1.000 0.018 -0.097 -0.003 | -| rho_s | 0.065 0.042 -0.010 0.001 0.056 -0.013 0.050 -0.084 0.065 -0.086 0.112 0.019 0.060 -0.069 -0.036 -0.016 -0.070 0.076 0.042 0.058 0.018 1.000 -0.015 -0.114 | -| p4415_s | -0.206 -0.155 -0.011 0.112 -0.049 0.020 -0.150 0.267 -0.220 0.278 -0.126 -0.041 -0.155 0.122 -0.009 0.052 0.123 -0.134 0.064 -0.003 -0.097 -0.015 1.000 0.002 | -| omega_s | -0.011 -0.006 -0.038 -0.002 -0.002 0.188 -0.008 0.012 -0.013 0.013 -0.013 -0.001 -0.009 0.010 0.001 0.002 0.011 -0.008 -0.006 0.306 -0.003 -0.114 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15255698257017958}), (, {'error': 0.1855944138895782}), (, {'error': 0.11045136389156829}), (, {'error': 0.09490758411313438}), (, {'error': 0.037940061844221384}), (, {'error': 0.2225175927039844}), (, {'error': 0.20030845100834815}), (, {'error': 11.028243193819005}), (, {'error': 0.02862725863887894}), (, {'error': 0.23921996606028612}), (, {'error': 0.0063078996473442395}), (, {'error': 0.23623527809033984}), (, {'error': 0.10743006408104394}), (, {'error': 1.4725200423548355}), (, {'error': 0.6644670430351685}), (, {'error': 0.02255004427633761}), (, {'error': 6.938982986211987}), (, {'error': 0.012301205063295684}), (, {'error': 0.13927514228776317}), (, {'error': 0.2206197360897404}), (, {'error': 0.025298199565204627}), (, {'error': 0.2168703522974994}), (, {'error': 0.14010782141044642}), (, {'error': 0.5773213924500258})]) -Toy 9/25 -Time taken: 46 min, 24 s -Projected time left: 1 h, 22 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1336 (1336 total) | -| EDM = 0.00197 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297309.37929892156 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -6.283 | 0.025 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.25 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.59 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.18 | 0.16 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.27 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.725 | 0.025 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 11| Dbar_p | -3.90 | 0.31 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.11 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.021 | | |0.00501244| 2.01499 | | -| 14| phi_s | 19.8 | 1.3 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 16| p4040_p | 6 | 9 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.78 | 0.07 | | | -2 | 2 | | -| 18| p4160_s | 2.15 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.63 | 0.30 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.906 | 0.028 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 8.9 | 1.2 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.002 0.000 0.011 -0.004 0.000 -0.001 -0.006 -0.007 -0.002 -0.001 -0.015 -0.007 -0.000 0.000 -0.001 -0.000 0.005 0.002 0.000 0.005 -0.000 0.002 0.000 | -| p4415_p | -0.002 1.000 -0.021 0.036 -0.266 0.069 0.000 -0.177 0.005 0.030 -0.027 0.019 0.217 0.011 -0.039 0.013 -0.001 0.107 -0.210 0.005 -0.053 -0.010 -0.106 0.003 | -| phi_p | 0.000 -0.021 1.000 -0.028 0.078 -0.216 0.000 0.000 -0.023 0.002 -0.012 0.003 -0.014 0.000 0.739 0.001 -0.001 0.015 -0.017 0.013 -0.015 0.046 -0.002 -0.053 | -| Ctt | 0.011 0.036 -0.028 1.000 -0.679 0.129 0.002 -0.057 -0.365 -0.016 -0.008 -0.229 -0.207 -0.017 -0.062 0.026 0.002 0.091 0.331 0.016 0.156 -0.008 0.193 0.007 | -| bplus_2 | -0.004 -0.266 0.078 -0.679 1.000 -0.275 -0.001 0.293 0.163 0.023 -0.138 0.104 -0.097 0.001 0.118 0.005 -0.003 -0.074 -0.119 -0.003 -0.056 0.100 0.099 -0.025 | -| rho_p | 0.000 0.069 -0.216 0.129 -0.275 1.000 -0.000 0.017 0.020 -0.003 -0.007 0.014 0.036 -0.000 -0.151 -0.003 0.002 -0.008 0.067 0.032 0.042 0.151 0.012 0.072 | -| p3770_s | -0.001 0.000 0.000 0.002 -0.001 -0.000 1.000 0.003 0.000 0.000 0.001 0.003 0.001 0.000 0.000 -0.000 -0.000 -0.002 -0.001 -0.000 0.007 -0.000 -0.000 0.000 | -| DDstar_p | -0.006 -0.177 0.000 -0.057 0.293 0.017 0.003 1.000 -0.091 0.056 -0.069 -0.113 -0.029 0.008 -0.017 0.012 -0.004 -0.241 -0.064 0.025 -0.047 0.096 0.019 -0.010 | -| jpsi_p | -0.007 0.005 -0.023 -0.365 0.163 0.020 0.000 -0.091 1.000 0.065 -0.093 0.445 0.093 0.001 -0.047 0.029 -0.001 0.025 -0.072 0.004 0.121 0.034 -0.029 -0.015 | -| DDstar_s | -0.002 0.030 0.002 -0.016 0.023 -0.003 0.000 0.056 0.065 1.000 0.000 -0.004 0.063 0.001 0.002 -0.002 0.001 -0.016 -0.005 0.001 0.049 0.004 -0.006 -0.000 | -| bplus_0 | -0.001 -0.027 -0.012 -0.008 -0.138 -0.007 0.001 -0.069 -0.093 0.000 1.000 -0.033 -0.000 0.002 0.103 0.002 -0.001 -0.927 -0.030 -0.122 -0.005 -0.409 -0.016 0.040 | -| Dbar_p | -0.015 0.019 0.003 -0.229 0.104 0.014 0.003 -0.113 0.445 -0.004 -0.033 1.000 0.166 0.003 -0.009 0.011 -0.001 -0.057 -0.066 0.011 0.239 0.030 0.007 -0.002 | -| p4160_p | -0.007 0.217 -0.014 -0.207 -0.097 0.036 0.001 -0.029 0.093 0.063 -0.000 0.166 1.000 0.024 -0.023 0.026 -0.009 0.019 -0.124 0.000 -0.093 -0.008 0.057 0.000 | -| p4040_s | -0.000 0.011 0.000 -0.017 0.001 -0.000 0.000 0.008 0.001 0.001 0.002 0.003 0.024 1.000 0.000 0.001 0.013 -0.002 0.012 -0.000 -0.008 -0.001 -0.003 -0.000 | -| phi_s | 0.000 -0.039 0.739 -0.062 0.118 -0.151 0.000 -0.017 -0.047 0.002 0.103 -0.009 -0.023 0.000 1.000 0.002 -0.001 -0.089 -0.037 0.006 -0.029 -0.037 -0.008 -0.007 | -| Dbar_s | -0.001 0.013 0.001 0.026 0.005 -0.003 -0.000 0.012 0.029 -0.002 0.002 0.011 0.026 0.001 0.002 1.000 0.000 0.002 -0.006 -0.001 0.040 -0.001 -0.006 0.000 | -| p4040_p | -0.000 -0.001 -0.001 0.002 -0.003 0.002 -0.000 -0.004 -0.001 0.001 -0.001 -0.001 -0.009 0.013 -0.001 0.000 1.000 0.002 0.008 0.000 -0.004 0.000 0.004 0.000 | -| bplus_1 | 0.005 0.107 0.015 0.091 -0.074 -0.008 -0.002 -0.241 0.025 -0.016 -0.927 -0.057 0.019 -0.002 -0.089 0.002 0.002 1.000 0.002 0.106 -0.034 0.347 -0.068 -0.035 | -| p4160_s | 0.002 -0.210 -0.017 0.331 -0.119 0.067 -0.001 -0.064 -0.072 -0.005 -0.030 -0.066 -0.124 0.012 -0.037 -0.006 0.008 0.002 1.000 0.011 0.034 0.011 0.293 0.003 | -| omega_p | 0.000 0.005 0.013 0.016 -0.003 0.032 -0.000 0.025 0.004 0.001 -0.122 0.011 0.000 -0.000 0.006 -0.001 0.000 0.106 0.011 1.000 0.004 0.402 0.007 0.700 | -| psi2s_p | 0.005 -0.053 -0.015 0.156 -0.056 0.042 0.007 -0.047 0.121 0.049 -0.005 0.239 -0.093 -0.008 -0.029 0.040 -0.004 -0.034 0.034 0.004 1.000 0.004 0.062 -0.002 | -| rho_s | -0.000 -0.010 0.046 -0.008 0.100 0.151 -0.000 0.096 0.034 0.004 -0.409 0.030 -0.008 -0.001 -0.037 -0.001 0.000 0.347 0.011 0.402 0.004 1.000 0.020 -0.001 | -| p4415_s | 0.002 -0.106 -0.002 0.193 0.099 0.012 -0.000 0.019 -0.029 -0.006 -0.016 0.007 0.057 -0.003 -0.008 -0.006 0.004 -0.068 0.293 0.007 0.062 0.020 1.000 -0.001 | -| omega_s | 0.000 0.003 -0.053 0.007 -0.025 0.072 0.000 -0.010 -0.015 -0.000 0.040 -0.002 0.000 -0.000 -0.007 0.000 0.000 -0.035 0.003 0.700 -0.002 -0.001 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0251106891225219}), (, {'error': 0.15555826427328667}), (, {'error': 0.22893200746090603}), (, {'error': 0.15640398974550107}), (, {'error': 0.08176480645632234}), (, {'error': 0.430063934307261}), (, {'error': 0.00976880490735016}), (, {'error': 0.36313232053563915}), (, {'error': 0.024651253864476086}), (, {'error': 0.028415472362092326}), (, {'error': 0.034931034488654866}), (, {'error': 0.3058403553565363}), (, {'error': 0.08754631277055669}), (, {'error': 0.020792939482170116}), (, {'error': 1.2845862039948912}), (, {'error': 0.014632301220579985}), (, {'error': 9.188695253297258}), (, {'error': 0.06546473807421949}), (, {'error': 0.15952951077663524}), (, {'error': 0.3028359773550986}), (, {'error': 0.027510057244715114}), (, {'error': 0.3357546324487884}), (, {'error': 0.19072962728344156}), (, {'error': 1.1636340413489288})]) -Toy 10/25 -Time taken: 52 min, 39 s -Projected time left: 1 h, 18 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1546 (1546 total) | -| EDM = 4.92E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297455.46256435494 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.41 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.98 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.42 | 0.07 | | | -2 | 2 | | -| 5 | rho_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.98 | 0.24 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.750 | 0.027 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.392 | 0.030 | | | -2 | 2 | | -| 11| Dbar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 14| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 16| p4040_p | 2.89 | 0.16 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 18| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 0.53 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 8.6 | 1.0 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.017 -0.011 -0.193 0.028 0.004 -0.217 0.017 -0.016 -0.029 0.079 -0.160 0.000 -0.153 0.011 -0.065 0.015 -0.085 0.005 -0.002 -0.003 -0.044 -0.069 0.021 | -| p4415_p | 0.017 1.000 0.008 0.158 -0.259 0.000 0.070 0.211 0.071 0.010 -0.095 0.152 -0.001 -0.191 -0.036 0.012 0.121 0.199 0.011 0.005 0.036 0.039 -0.138 -0.034 | -| phi_p | -0.011 0.008 1.000 -0.003 0.007 -0.004 -0.002 -0.001 0.005 -0.002 -0.085 -0.009 -0.000 0.002 0.566 -0.003 0.006 0.073 -0.000 0.000 -0.001 0.093 0.000 -0.079 | -| Ctt | -0.193 0.158 -0.003 1.000 -0.664 0.006 -0.089 -0.171 -0.351 0.002 0.018 0.422 -0.003 0.280 -0.046 0.030 0.114 0.098 -0.009 0.006 0.321 0.016 0.108 -0.035 | -| bplus_2 | 0.028 -0.259 0.007 -0.664 1.000 -0.030 0.060 -0.053 0.254 -0.025 -0.193 -0.005 0.002 -0.092 0.100 -0.020 -0.102 0.031 0.000 -0.024 -0.099 0.021 0.112 0.058 | -| rho_p | 0.004 0.000 -0.004 0.006 -0.030 1.000 0.003 0.007 -0.008 0.001 0.078 0.006 0.000 -0.001 0.010 0.001 0.000 -0.069 0.000 0.004 0.001 -0.099 -0.002 0.082 | -| p3770_s | -0.217 0.070 -0.002 -0.089 0.060 0.003 1.000 0.049 0.142 -0.026 -0.011 0.266 -0.002 -0.019 -0.006 -0.021 0.174 0.047 0.003 0.001 -0.376 -0.017 -0.028 0.003 | -| DDstar_p | 0.017 0.211 -0.001 -0.171 -0.053 0.007 0.049 1.000 0.447 0.020 -0.038 -0.204 -0.005 -0.092 0.006 -0.022 0.287 0.241 0.010 0.003 0.165 -0.055 -0.032 0.023 | -| jpsi_p | -0.016 0.071 0.005 -0.351 0.254 -0.008 0.142 0.447 1.000 -0.028 -0.177 0.077 -0.002 -0.144 -0.018 -0.061 0.154 0.225 0.009 -0.004 0.102 0.045 -0.071 -0.023 | -| DDstar_s | -0.029 0.010 -0.002 0.002 -0.025 0.001 -0.026 0.020 -0.028 1.000 0.004 -0.019 -0.000 0.014 0.001 -0.003 -0.006 0.019 -0.001 -0.000 -0.010 -0.008 -0.001 0.003 | -| bplus_0 | 0.079 -0.095 -0.085 0.018 -0.193 0.078 -0.011 -0.038 -0.177 0.004 1.000 0.027 0.002 0.019 0.072 0.012 -0.092 -0.941 -0.001 0.014 -0.024 -0.487 0.025 0.199 | -| Dbar_p | -0.160 0.152 -0.009 0.422 -0.005 0.006 0.266 -0.204 0.077 -0.019 0.027 1.000 -0.004 -0.171 0.024 0.028 0.255 0.111 0.005 -0.001 0.225 -0.068 -0.097 0.038 | -| p4160_p | 0.000 -0.001 -0.000 -0.003 0.002 0.000 -0.002 -0.005 -0.002 -0.000 0.002 -0.004 1.000 0.008 0.000 -0.000 -0.004 -0.004 -0.002 -0.000 -0.000 -0.001 -0.004 0.000 | -| p4040_s | -0.153 -0.191 0.002 0.280 -0.092 -0.001 -0.019 -0.092 -0.144 0.014 0.019 -0.171 0.008 1.000 -0.016 0.009 -0.187 -0.093 -0.010 0.002 0.112 0.028 0.145 -0.020 | -| phi_s | 0.011 -0.036 0.566 -0.046 0.100 0.010 -0.006 0.006 -0.018 0.001 0.072 0.024 0.000 -0.016 1.000 0.003 -0.024 -0.067 0.000 0.011 -0.008 0.004 0.002 0.006 | -| Dbar_s | -0.065 0.012 -0.003 0.030 -0.020 0.001 -0.021 -0.022 -0.061 -0.003 0.012 0.028 -0.000 0.009 0.003 1.000 -0.001 0.004 -0.001 -0.001 -0.016 -0.010 -0.009 0.005 | -| p4040_p | 0.015 0.121 0.006 0.114 -0.102 0.000 0.174 0.287 0.154 -0.006 -0.092 0.255 -0.004 -0.187 -0.024 -0.001 1.000 0.187 -0.005 0.003 -0.023 0.022 0.098 -0.021 | -| bplus_1 | -0.085 0.199 0.073 0.098 0.031 -0.069 0.047 0.241 0.225 0.019 -0.941 0.111 -0.004 -0.093 -0.067 0.004 0.187 1.000 0.005 -0.013 0.096 0.421 -0.120 -0.173 | -| p4160_s | 0.005 0.011 -0.000 -0.009 0.000 0.000 0.003 0.010 0.009 -0.001 -0.001 0.005 -0.002 -0.010 0.000 -0.001 -0.005 0.005 1.000 -0.000 -0.001 -0.002 -0.004 0.001 | -| omega_p | -0.002 0.005 0.000 0.006 -0.024 0.004 0.001 0.003 -0.004 -0.000 0.014 -0.001 -0.000 0.002 0.011 -0.001 0.003 -0.013 -0.000 1.000 0.001 0.001 -0.001 0.374 | -| psi2s_p | -0.003 0.036 -0.001 0.321 -0.099 0.001 -0.376 0.165 0.102 -0.010 -0.024 0.225 -0.000 0.112 -0.008 -0.016 -0.023 0.096 -0.001 0.001 1.000 -0.004 0.031 -0.003 | -| rho_s | -0.044 0.039 0.093 0.016 0.021 -0.099 -0.017 -0.055 0.045 -0.008 -0.487 -0.068 -0.001 0.028 0.004 -0.010 0.022 0.421 -0.002 0.001 -0.004 1.000 0.010 -0.408 | -| p4415_s | -0.069 -0.138 0.000 0.108 0.112 -0.002 -0.028 -0.032 -0.071 -0.001 0.025 -0.097 -0.004 0.145 0.002 -0.009 0.098 -0.120 -0.004 -0.001 0.031 0.010 1.000 -0.002 | -| omega_s | 0.021 -0.034 -0.079 -0.035 0.058 0.082 0.003 0.023 -0.023 0.003 0.199 0.038 0.000 -0.020 0.006 0.005 -0.021 -0.173 0.001 0.374 -0.003 -0.408 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10281851573915368}), (, {'error': 0.3998200686335933}), (, {'error': 0.20753357335189637}), (, {'error': 0.19520457414222198}), (, {'error': 0.07351883875558896}), (, {'error': 0.11508999228409333}), (, {'error': 0.23843876754901472}), (, {'error': 0.41443158937067404}), (, {'error': 0.02697331827730043}), (, {'error': 0.02311366749770344}), (, {'error': 0.030110814005783193}), (, {'error': 0.4005847288765034}), (, {'error': 0.009391414871773307}), (, {'error': 0.17501537917900878}), (, {'error': 1.0536163529842177}), (, {'error': 0.02758773330060965}), (, {'error': 0.16185785231508198}), (, {'error': 0.055968897789669514}), (, {'error': 0.014464995126802438}), (, {'error': 0.3436799687696426}), (, {'error': 0.032412360219047365}), (, {'error': 0.4279771877422064}), (, {'error': 0.19066808480949882}), (, {'error': 0.9808017536963436})]) -Toy 11/25 -Time taken: 59 min, 29 s -Projected time left: 1 h, 15 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1769 (1769 total) | -| EDM = 5.8E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297127.43133954203 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.25 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.27 | 0.72 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.49 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.27 | 0.09 | | | -2 | 2 | | -| 5 | rho_p | -0.24 | 0.47 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.668 | 0.027 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.476 | 0.020 | | | -2 | 2 | | -| 11| Dbar_p | 5.17 | 0.31 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -1.96 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 14| phi_s | 17.7 | 2.7 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| p4040_p | 3.68 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 18| p4160_s | 1.95 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.072 -0.000 -0.242 -0.116 -0.027 -0.197 0.283 0.130 0.021 0.041 0.363 0.241 -0.176 -0.001 0.033 0.160 0.130 -0.070 -0.025 0.048 0.037 -0.072 -0.032 | -| p4415_p | 0.072 1.000 -0.022 -0.059 0.190 0.053 -0.009 0.018 -0.013 0.032 0.013 -0.076 0.304 -0.251 -0.027 0.018 0.090 -0.095 -0.184 0.009 -0.106 0.002 -0.151 0.012 | -| phi_p | -0.000 -0.022 1.000 -0.024 -0.076 -0.113 -0.017 0.010 -0.040 0.001 0.013 -0.002 -0.007 -0.012 0.961 0.001 -0.018 -0.012 -0.023 -0.014 -0.014 0.021 -0.006 -0.079 | -| Ctt | -0.242 -0.059 -0.024 1.000 0.684 0.110 -0.194 -0.102 0.181 0.000 -0.009 -0.309 -0.392 0.367 -0.033 0.010 -0.237 -0.171 0.238 0.017 0.175 0.014 0.214 0.020 | -| bplus_2 | -0.116 0.190 -0.076 0.684 1.000 0.284 -0.115 -0.263 0.069 0.010 -0.044 -0.086 -0.072 0.099 -0.097 0.007 -0.047 -0.267 0.149 0.067 -0.020 0.011 -0.043 0.081 | -| rho_p | -0.027 0.053 -0.113 0.110 0.284 1.000 0.016 -0.032 -0.109 0.001 -0.084 0.012 -0.013 0.045 -0.084 0.001 0.017 0.075 0.070 0.190 -0.005 0.124 0.018 0.299 | -| p3770_s | -0.197 -0.009 -0.017 -0.194 -0.115 0.016 1.000 0.196 0.001 0.026 0.049 0.006 0.021 0.091 -0.021 0.031 -0.011 0.083 -0.006 -0.010 -0.423 0.028 0.004 -0.012 | -| DDstar_p | 0.283 0.018 0.010 -0.102 -0.263 -0.032 0.196 1.000 0.251 0.032 0.029 -0.096 0.247 -0.123 0.010 -0.001 0.130 0.346 -0.082 -0.034 0.032 0.073 -0.053 -0.046 | -| jpsi_p | 0.130 -0.013 -0.040 0.181 0.069 -0.109 0.001 0.251 1.000 0.059 -0.031 0.260 0.022 -0.015 -0.035 0.051 -0.071 0.094 -0.061 -0.076 -0.007 0.030 -0.027 -0.083 | -| DDstar_s | 0.021 0.032 0.001 0.000 0.010 0.001 0.026 0.032 0.059 1.000 0.000 0.004 0.039 0.004 0.001 -0.002 0.034 -0.008 0.011 0.001 0.030 -0.001 0.001 0.001 | -| bplus_0 | 0.041 0.013 0.013 -0.009 -0.044 -0.084 0.049 0.029 -0.031 0.000 1.000 0.036 0.014 0.017 -0.003 0.001 0.025 -0.836 0.034 -0.121 -0.002 0.275 0.023 -0.166 | -| Dbar_p | 0.363 -0.076 -0.002 -0.309 -0.086 0.012 0.006 -0.096 0.260 0.004 0.036 1.000 0.046 -0.060 -0.006 0.022 -0.048 0.183 -0.098 -0.015 -0.004 0.050 0.009 -0.021 | -| p4160_p | 0.241 0.304 -0.007 -0.392 -0.072 -0.013 0.021 0.247 0.022 0.039 0.014 0.046 1.000 -0.535 -0.007 0.028 0.094 0.015 -0.146 -0.009 -0.123 0.006 -0.068 -0.010 | -| p4040_s | -0.176 -0.251 -0.012 0.367 0.099 0.045 0.091 -0.123 -0.015 0.004 0.017 -0.060 -0.535 1.000 -0.017 -0.002 -0.245 0.014 -0.077 0.005 0.035 0.017 0.138 0.005 | -| phi_s | -0.001 -0.027 0.961 -0.033 -0.097 -0.084 -0.021 0.010 -0.035 0.001 -0.003 -0.006 -0.007 -0.017 1.000 0.001 -0.021 0.001 -0.030 0.022 -0.014 0.002 -0.009 -0.036 | -| Dbar_s | 0.033 0.018 0.001 0.010 0.007 0.001 0.031 -0.001 0.051 -0.002 0.001 0.022 0.028 -0.002 0.001 1.000 0.028 -0.004 0.005 0.001 0.032 -0.000 0.000 0.001 | -| p4040_p | 0.160 0.090 -0.018 -0.237 -0.047 0.017 -0.011 0.130 -0.071 0.034 0.025 -0.048 0.094 -0.245 -0.021 0.028 1.000 0.019 0.309 -0.004 -0.233 0.012 0.045 -0.004 | -| bplus_1 | 0.130 -0.095 -0.012 -0.171 -0.267 0.075 0.083 0.346 0.094 -0.008 -0.836 0.183 0.015 0.014 0.001 -0.004 0.019 1.000 -0.012 0.090 0.048 -0.178 0.094 0.121 | -| p4160_s | -0.070 -0.184 -0.023 0.238 0.149 0.070 -0.006 -0.082 -0.061 0.011 0.034 -0.098 -0.146 -0.077 -0.030 0.005 0.309 -0.012 1.000 0.008 -0.101 0.023 0.311 0.009 | -| omega_p | -0.025 0.009 -0.014 0.017 0.067 0.190 -0.010 -0.034 -0.076 0.001 -0.121 -0.015 -0.009 0.005 0.022 0.001 -0.004 0.090 0.008 1.000 -0.012 -0.121 -0.004 0.921 | -| psi2s_p | 0.048 -0.106 -0.014 0.175 -0.020 -0.005 -0.423 0.032 -0.007 0.030 -0.002 -0.004 -0.123 0.035 -0.014 0.032 -0.233 0.048 -0.101 -0.012 1.000 0.013 0.008 -0.013 | -| rho_s | 0.037 0.002 0.021 0.014 0.011 0.124 0.028 0.073 0.030 -0.001 0.275 0.050 0.006 0.017 0.002 -0.000 0.012 -0.178 0.023 -0.121 0.013 1.000 0.025 -0.287 | -| p4415_s | -0.072 -0.151 -0.006 0.214 -0.043 0.018 0.004 -0.053 -0.027 0.001 0.023 0.009 -0.068 0.138 -0.009 0.000 0.045 0.094 0.311 -0.004 0.008 0.025 1.000 -0.007 | -| omega_s | -0.032 0.012 -0.079 0.020 0.081 0.299 -0.012 -0.046 -0.083 0.001 -0.166 -0.021 -0.010 0.005 -0.036 0.001 -0.004 0.121 0.009 0.921 -0.013 -0.287 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10442205277412331}), (, {'error': 0.18476617542248963}), (, {'error': 0.7229085680913983}), (, {'error': 0.2098638868385388}), (, {'error': 0.08738016805131998}), (, {'error': 0.46543396329871367}), (, {'error': 0.22835390430054536}), (, {'error': 0.33158252576498226}), (, {'error': 0.027068264858284508}), (, {'error': 0.022420204747418543}), (, {'error': 0.020381667791017133}), (, {'error': 0.3121910772157026}), (, {'error': 0.1147133541291172}), (, {'error': 0.17506867998800263}), (, {'error': 2.6894986723398056}), (, {'error': 0.019856436562798285}), (, {'error': 0.17552259128868464}), (, {'error': 0.04195212237104329}), (, {'error': 0.16651764397997293}), (, {'error': 0.6602277773750815}), (, {'error': 0.03166784698262326}), (, {'error': 0.3397000162668241}), (, {'error': 0.18985176906335194}), (, {'error': 3.794566457249485})]) -Toy 12/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 12 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1289 (1289 total) | -| EDM = 0.0135 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297365.35009949806 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -6.283 | 0.014 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.49 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.28 | 0.35 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.006 | 0.160 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.11 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.06 | 0.21 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.542 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.007 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.449 | 0.018 | | | -2 | 2 | | -| 11| Dbar_p | 5.57 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.41 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.043 | | |0.00501244| 2.01499 | | -| 14| phi_s | 16.7 | 1.6 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.005 | | | -0.3 | 0.3 | | -| 16| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 18| p4160_s | 2.03 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 2.139 | 0.026 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.05 | 0.18 | | |0.126447 | 2.35355 | | -| 23| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.001 0.000 0.011 0.005 0.000 -0.001 -0.005 -0.000 -0.000 -0.001 -0.006 -0.005 -0.000 0.000 -0.000 0.000 -0.002 0.002 -0.000 0.007 -0.001 0.002 0.000 | -| p4415_p | -0.001 1.000 -0.013 -0.006 0.237 0.058 0.001 -0.011 0.011 0.010 0.020 -0.016 0.196 0.014 -0.025 0.005 -0.003 -0.096 -0.267 -0.012 -0.088 -0.024 -0.086 -0.014 | -| phi_p | 0.000 -0.013 1.000 -0.019 -0.043 -0.052 0.000 0.003 -0.017 0.000 0.001 -0.001 -0.010 -0.001 0.863 0.000 0.001 -0.000 -0.011 0.020 -0.013 0.051 -0.004 -0.027 | -| Ctt | 0.011 -0.006 -0.019 1.000 0.710 0.106 0.000 -0.099 0.230 0.004 -0.024 -0.171 -0.249 -0.034 -0.037 0.011 0.022 -0.136 0.309 -0.015 -0.036 -0.039 0.200 -0.020 | -| bplus_2 | 0.005 0.237 -0.043 0.710 1.000 0.249 0.000 -0.209 0.082 0.006 0.044 -0.059 0.041 -0.000 -0.088 0.003 -0.003 -0.312 0.123 -0.038 -0.111 -0.090 -0.038 -0.048 | -| rho_p | 0.000 0.058 -0.052 0.106 0.249 1.000 -0.000 0.006 -0.085 -0.000 0.073 0.023 0.026 0.002 -0.027 -0.000 -0.004 -0.053 0.066 0.157 0.013 0.147 0.026 0.082 | -| p3770_s | -0.001 0.001 0.000 0.000 0.000 -0.000 1.000 0.002 0.001 0.000 0.000 0.004 0.002 0.000 0.000 0.000 -0.000 0.000 -0.001 0.000 0.005 0.000 -0.001 0.000 | -| DDstar_p | -0.005 -0.011 0.003 -0.099 -0.209 0.006 0.002 1.000 0.186 0.008 0.010 0.020 0.143 0.009 0.006 0.002 -0.004 0.273 -0.060 0.020 0.114 0.053 -0.041 0.010 | -| jpsi_p | -0.000 0.011 -0.017 0.230 0.082 -0.085 0.001 0.186 1.000 0.019 -0.067 0.279 0.003 -0.005 -0.003 0.011 0.009 0.048 -0.028 -0.008 -0.049 0.037 -0.031 -0.010 | -| DDstar_s | -0.000 0.010 0.000 0.004 0.006 -0.000 0.000 0.008 0.019 1.000 0.000 0.003 0.014 0.001 0.000 -0.000 -0.001 -0.006 0.003 -0.000 0.016 -0.001 0.001 0.000 | -| bplus_0 | -0.001 0.020 0.001 -0.024 0.044 0.073 0.000 0.010 -0.067 0.000 1.000 0.027 0.028 0.002 -0.013 -0.000 -0.003 -0.896 0.031 0.102 0.019 0.265 0.015 0.045 | -| Dbar_p | -0.006 -0.016 -0.001 -0.171 -0.059 0.023 0.004 0.020 0.279 0.003 0.027 1.000 0.083 0.002 -0.005 0.005 0.002 0.118 -0.036 0.009 0.149 0.023 -0.003 0.002 | -| p4160_p | -0.005 0.196 -0.010 -0.249 0.041 0.026 0.002 0.143 0.003 0.014 0.028 0.083 1.000 0.023 -0.016 0.008 0.005 -0.020 -0.133 -0.006 -0.093 -0.004 0.076 -0.009 | -| p4040_s | -0.000 0.014 -0.001 -0.034 -0.000 0.002 0.000 0.009 -0.005 0.001 0.002 0.002 0.023 1.000 -0.001 0.001 -0.493 -0.002 0.042 -0.001 -0.022 -0.001 0.006 -0.001 | -| phi_s | 0.000 -0.025 0.863 -0.037 -0.088 -0.027 0.000 0.006 -0.003 0.000 -0.013 -0.005 -0.016 -0.001 1.000 0.000 0.002 0.014 -0.022 0.038 -0.016 0.021 -0.007 0.010 | -| Dbar_s | -0.000 0.005 0.000 0.011 0.003 -0.000 0.000 0.002 0.011 -0.000 -0.000 0.005 0.008 0.001 0.000 1.000 -0.001 -0.004 0.001 -0.000 0.016 -0.000 -0.000 0.000 | -| p4040_p | 0.000 -0.003 0.001 0.022 -0.003 -0.004 -0.000 -0.004 0.009 -0.001 -0.003 0.002 0.005 -0.493 0.002 -0.001 1.000 0.000 -0.046 0.001 0.028 0.001 -0.013 0.001 | -| bplus_1 | -0.002 -0.096 -0.000 -0.136 -0.312 -0.053 0.000 0.273 0.048 -0.006 -0.896 0.118 -0.020 -0.002 0.014 -0.004 0.000 1.000 0.032 -0.082 0.096 -0.210 0.091 -0.036 | -| p4160_s | 0.002 -0.267 -0.011 0.309 0.123 0.066 -0.001 -0.060 -0.028 0.003 0.031 -0.036 -0.133 0.042 -0.022 0.001 -0.046 0.032 1.000 -0.003 -0.048 -0.004 0.258 -0.009 | -| omega_p | -0.000 -0.012 0.020 -0.015 -0.038 0.157 0.000 0.020 -0.008 -0.000 0.102 0.009 -0.006 -0.001 0.038 -0.000 0.001 -0.082 -0.003 1.000 -0.003 0.509 0.003 0.873 | -| psi2s_p | 0.007 -0.088 -0.013 -0.036 -0.111 0.013 0.005 0.114 -0.049 0.016 0.019 0.149 -0.093 -0.022 -0.016 0.016 0.028 0.096 -0.048 -0.003 1.000 0.014 -0.009 -0.009 | -| rho_s | -0.001 -0.024 0.051 -0.039 -0.090 0.147 0.000 0.053 0.037 -0.001 0.265 0.023 -0.004 -0.001 0.021 -0.000 0.001 -0.210 -0.004 0.509 0.014 1.000 0.010 0.242 | -| p4415_s | 0.002 -0.086 -0.004 0.200 -0.038 0.026 -0.001 -0.041 -0.031 0.001 0.015 -0.003 0.076 0.006 -0.007 -0.000 -0.013 0.091 0.258 0.003 -0.009 0.010 1.000 -0.001 | -| omega_s | 0.000 -0.014 -0.027 -0.020 -0.048 0.082 0.000 0.010 -0.010 0.000 0.045 0.002 -0.009 -0.001 0.010 0.000 0.001 -0.036 -0.009 0.873 -0.009 0.242 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.014384641719454194}), (, {'error': 0.18829151866436966}), (, {'error': 0.3539263074448531}), (, {'error': 0.16016975115308385}), (, {'error': 0.07933537723996131}), (, {'error': 0.3878752819558091}), (, {'error': 0.008544762799582384}), (, {'error': 0.2125958005191655}), (, {'error': 0.025896602481163544}), (, {'error': 0.00737925757651664}), (, {'error': 0.018445682354482962}), (, {'error': 0.18806440218706388}), (, {'error': 0.09038365262281456}), (, {'error': 0.04292511994250113}), (, {'error': 1.5628683302420665}), (, {'error': 0.005479317539347217}), (, {'error': 9.416508157460616}), (, {'error': 0.03808097047811709}), (, {'error': 0.14972696524602158}), (, {'error': 0.42353417444045816}), (, {'error': 0.02562087266140889}), (, {'error': 0.3365802972509894}), (, {'error': 0.18288067771077415}), (, {'error': 3.9117503678925445})]) -Toy 13/25 -Time taken: 1 h, 13 min -Projected time left: 1 h, 7 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1274 (1274 total) | -| EDM = 1.83E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297141.0119194718 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.08 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.07 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.26 | 0.16 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.09 | 0.09 | | | -2 | 2 | | -| 5 | rho_p | 5.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.10 | 0.24 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 3.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.625 | 0.029 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 11| Dbar_p | 3.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.95 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.26 | 0.16 | | |0.00501244| 2.01499 | | -| 14| phi_s | 18.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.83 | 0.15 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.95 | 0.06 | | | -2 | 2 | | -| 18| p4160_s | 2.27 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -6.01 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.11 | 0.31 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.22 | 0.18 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.9 | 1.3 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.183 -0.005 0.029 -0.074 -0.009 -0.101 -0.094 0.155 0.034 0.098 -0.221 0.283 -0.094 0.000 0.154 0.261 -0.082 -0.012 0.003 0.167 -0.041 -0.077 0.014 | -| p4415_p | 0.183 1.000 0.003 -0.018 -0.165 0.030 0.117 -0.265 0.180 -0.047 0.133 -0.099 0.413 -0.208 -0.000 -0.092 0.239 -0.091 -0.185 0.010 0.053 -0.077 -0.161 0.027 | -| phi_p | -0.005 0.003 1.000 -0.003 -0.012 0.140 0.006 -0.007 -0.002 0.003 -0.024 -0.003 -0.000 0.009 0.785 0.008 0.004 0.018 0.010 0.040 0.001 -0.015 0.008 0.005 | -| Ctt | 0.029 -0.018 -0.003 1.000 -0.620 0.073 -0.005 0.240 -0.269 -0.036 0.432 -0.292 -0.154 0.151 -0.003 -0.316 -0.088 -0.370 0.125 0.022 0.233 -0.219 0.066 0.073 | -| bplus_2 | -0.074 -0.165 -0.012 -0.620 1.000 -0.211 0.066 -0.083 0.305 0.121 -0.669 -0.043 -0.062 0.105 0.016 0.164 0.015 0.569 0.045 -0.047 0.051 0.388 0.223 -0.127 | -| rho_p | -0.009 0.030 0.140 0.073 -0.211 1.000 0.012 0.007 -0.010 -0.002 0.035 0.021 -0.003 0.024 0.128 0.015 0.008 -0.056 0.041 -0.006 -0.006 -0.023 0.004 0.013 | -| p3770_s | -0.101 0.117 0.006 -0.005 0.066 0.012 1.000 -0.086 0.303 0.024 -0.037 -0.339 0.168 0.111 -0.004 -0.073 0.149 0.037 0.049 0.003 -0.124 -0.001 0.007 -0.000 | -| DDstar_p | -0.094 -0.265 -0.007 0.240 -0.083 0.007 -0.086 1.000 -0.332 0.062 0.115 -0.501 -0.341 -0.097 -0.001 -0.109 -0.222 -0.077 -0.089 0.003 -0.125 -0.062 -0.004 0.021 | -| jpsi_p | 0.155 0.180 -0.002 -0.269 0.305 -0.010 0.303 -0.332 1.000 0.002 -0.261 -0.277 0.331 0.020 -0.020 0.060 0.287 0.237 0.013 -0.011 0.246 0.108 -0.012 -0.045 | -| DDstar_s | 0.034 -0.047 0.003 -0.036 0.121 -0.002 0.024 0.062 0.002 1.000 -0.154 -0.054 -0.009 -0.023 -0.005 -0.019 -0.002 0.102 -0.019 -0.007 -0.008 0.074 0.009 -0.029 | -| bplus_0 | 0.098 0.133 -0.024 0.432 -0.669 0.035 -0.037 0.115 -0.261 -0.154 1.000 -0.093 0.113 -0.178 0.022 -0.288 0.012 -0.967 -0.139 0.037 -0.034 -0.436 -0.269 0.162 | -| Dbar_p | -0.221 -0.099 -0.003 -0.292 -0.043 0.021 -0.339 -0.501 -0.277 -0.054 -0.093 1.000 -0.219 0.115 -0.016 0.232 -0.279 0.015 0.042 -0.008 -0.250 0.047 0.065 -0.026 | -| p4160_p | 0.283 0.413 -0.000 -0.154 -0.062 -0.003 0.168 -0.341 0.331 -0.009 0.113 -0.219 1.000 -0.396 0.005 -0.038 0.313 -0.061 -0.109 0.007 0.107 -0.054 -0.042 0.023 | -| p4040_s | -0.094 -0.208 0.009 0.151 0.105 0.024 0.111 -0.097 0.020 -0.023 -0.178 0.115 -0.396 1.000 -0.011 0.009 -0.173 0.114 -0.007 -0.004 0.015 0.070 0.132 -0.030 | -| phi_s | 0.000 -0.000 0.785 -0.003 0.016 0.128 -0.004 -0.001 -0.020 -0.005 0.022 -0.016 0.005 -0.011 1.000 -0.015 -0.000 -0.022 -0.013 0.049 -0.000 -0.052 -0.011 0.044 | -| Dbar_s | 0.154 -0.092 0.008 -0.316 0.164 0.015 -0.073 -0.109 0.060 -0.019 -0.288 0.232 -0.038 0.009 -0.015 1.000 -0.077 0.173 -0.026 -0.011 -0.042 0.134 0.056 -0.055 | -| p4040_p | 0.261 0.239 0.004 -0.088 0.015 0.008 0.149 -0.222 0.287 -0.002 0.012 -0.279 0.313 -0.173 -0.000 -0.077 1.000 0.010 0.290 0.005 0.034 -0.018 0.020 0.007 | -| bplus_1 | -0.082 -0.091 0.018 -0.370 0.569 -0.056 0.037 -0.077 0.237 0.102 -0.967 0.015 -0.061 0.114 -0.022 0.173 0.010 1.000 0.080 -0.038 0.035 0.419 0.182 -0.157 | -| p4160_s | -0.012 -0.185 0.010 0.125 0.045 0.041 0.049 -0.089 0.013 -0.019 -0.139 0.042 -0.109 -0.007 -0.013 -0.026 0.290 0.080 1.000 -0.000 -0.031 0.042 0.271 -0.021 | -| omega_p | 0.003 0.010 0.040 0.022 -0.047 -0.006 0.003 0.003 -0.011 -0.007 0.037 -0.008 0.007 -0.004 0.049 -0.011 0.005 -0.038 -0.000 1.000 -0.001 0.074 -0.010 0.687 | -| psi2s_p | 0.167 0.053 0.001 0.233 0.051 -0.006 -0.124 -0.125 0.246 -0.008 -0.034 -0.250 0.107 0.015 -0.000 -0.042 0.034 0.035 -0.031 -0.001 1.000 0.017 -0.001 -0.006 | -| rho_s | -0.041 -0.077 -0.015 -0.219 0.388 -0.023 -0.001 -0.062 0.108 0.074 -0.436 0.047 -0.054 0.070 -0.052 0.134 -0.018 0.419 0.042 0.074 0.017 1.000 0.119 -0.316 | -| p4415_s | -0.077 -0.161 0.008 0.066 0.223 0.004 0.007 -0.004 -0.012 0.009 -0.269 0.065 -0.042 0.132 -0.011 0.056 0.020 0.182 0.271 -0.010 -0.001 0.119 1.000 -0.047 | -| omega_s | 0.014 0.027 0.005 0.073 -0.127 0.013 -0.000 0.021 -0.045 -0.029 0.162 -0.026 0.023 -0.030 0.044 -0.055 0.007 -0.157 -0.021 0.687 -0.006 -0.316 -0.047 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09541145494796077}), (, {'error': 0.17778326179785697}), (, {'error': 0.27656478829755704}), (, {'error': 0.16421724024700146}), (, {'error': 0.09182156449715628}), (, {'error': 0.3328448922875218}), (, {'error': 0.23618111561833333}), (, {'error': 0.4559714464857825}), (, {'error': 0.028641741985266478}), (, {'error': 0.05431818532357846}), (, {'error': 0.03229986734990309}), (, {'error': 0.4577127421433964}), (, {'error': 0.10725824692267683}), (, {'error': 0.15910403040128296}), (, {'error': 1.2991069523431982}), (, {'error': 0.43375622218087656}), (, {'error': 0.15328996808071826}), (, {'error': 0.05509670209519091}), (, {'error': 0.1557422225182734}), (, {'error': 0.26154915693147807}), (, {'error': 0.032064057913992805}), (, {'error': 0.31199154199711077}), (, {'error': 0.18143268579359184}), (, {'error': 1.287159459371897})]) -Toy 14/25 -Time taken: 1 h, 19 min -Projected time left: 1 h, 2 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1308 (1308 total) | -| EDM = 0.000114 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297234.26238028565 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.52 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.24 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.21 | 0.39 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.69 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 5 | rho_p | 6.08 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.88 | 0.22 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.16 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.630 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.513 | 0.022 | | | -2 | 2 | | -| 11| Dbar_p | -1.21 | 0.28 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.54 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.019 | | |0.00501244| 2.01499 | | -| 14| phi_s | 17.0 | 1.6 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 16| p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.97 | 0.05 | | | -2 | 2 | | -| 18| p4160_s | 2.47 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.923 | 0.031 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.79 | 0.30 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 5.5 | 0.9 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.017 -0.003 -0.193 -0.108 -0.015 -0.157 0.237 0.079 0.015 0.034 0.316 0.190 0.009 -0.000 0.024 -0.004 0.110 -0.091 0.000 0.053 0.021 -0.062 -0.008 | -| p4415_p | 0.017 1.000 -0.011 0.052 0.225 0.054 0.015 -0.045 -0.014 0.021 0.014 -0.113 0.228 0.009 -0.023 0.010 0.002 -0.105 -0.185 -0.000 -0.092 -0.000 -0.126 0.002 | -| phi_p | -0.003 -0.011 1.000 -0.012 -0.031 0.017 -0.008 0.002 -0.032 0.001 0.001 -0.003 -0.008 -0.000 0.873 0.001 0.001 0.000 -0.010 -0.003 -0.010 0.028 -0.001 -0.066 | -| Ctt | -0.193 0.052 -0.012 1.000 0.720 0.091 -0.278 -0.069 0.237 0.001 -0.009 -0.332 -0.332 -0.016 -0.029 0.008 0.005 -0.205 0.325 -0.000 0.165 -0.001 0.186 0.002 | -| bplus_2 | -0.108 0.225 -0.031 0.720 1.000 0.233 -0.147 -0.252 0.120 0.007 -0.042 -0.103 -0.070 -0.003 -0.075 0.005 -0.000 -0.282 0.179 -0.000 -0.009 -0.000 -0.069 0.013 | -| rho_p | -0.015 0.054 0.017 0.091 0.233 1.000 0.009 -0.007 -0.082 0.000 -0.014 0.024 0.000 -0.000 0.042 0.001 -0.003 0.021 0.067 0.002 0.002 0.238 0.009 0.255 | -| p3770_s | -0.157 0.015 -0.008 -0.278 -0.147 0.009 1.000 0.195 -0.033 0.018 0.041 -0.012 0.101 -0.001 -0.012 0.022 -0.003 0.073 0.006 0.000 -0.466 0.014 -0.018 -0.005 | -| DDstar_p | 0.237 -0.045 0.002 -0.069 -0.252 -0.007 0.195 1.000 0.222 0.023 0.032 -0.091 0.217 0.006 0.006 0.001 -0.001 0.330 -0.081 0.000 0.022 0.052 -0.033 -0.015 | -| jpsi_p | 0.079 -0.014 -0.032 0.237 0.120 -0.082 -0.033 0.222 1.000 0.044 -0.040 0.192 -0.017 -0.003 -0.017 0.039 0.008 0.060 -0.014 0.001 -0.045 0.007 -0.013 -0.017 | -| DDstar_s | 0.015 0.021 0.001 0.001 0.007 0.000 0.018 0.023 0.044 1.000 0.000 0.007 0.038 0.001 0.000 -0.001 -0.002 -0.004 0.006 -0.000 0.025 -0.000 -0.000 -0.000 | -| bplus_0 | 0.034 0.014 0.001 -0.009 -0.042 -0.014 0.041 0.032 -0.040 0.000 1.000 0.040 0.018 0.000 -0.011 0.001 -0.002 -0.845 0.037 0.001 -0.003 0.194 0.019 -0.067 | -| Dbar_p | 0.316 -0.113 -0.003 -0.332 -0.103 0.024 -0.012 -0.091 0.192 0.007 0.040 1.000 -0.002 -0.002 -0.008 0.018 0.010 0.185 -0.078 0.000 -0.069 0.037 0.032 -0.010 | -| p4160_p | 0.190 0.228 -0.008 -0.332 -0.070 0.000 0.101 0.217 -0.017 0.038 0.018 -0.002 1.000 0.015 -0.009 0.025 0.017 0.019 -0.170 0.000 -0.145 0.005 -0.055 -0.003 | -| p4040_s | 0.009 0.009 -0.000 -0.016 -0.003 -0.000 -0.001 0.006 -0.003 0.001 0.000 -0.002 0.015 1.000 -0.000 0.001 -0.136 -0.000 0.016 0.000 -0.008 -0.000 -0.001 0.000 | -| phi_s | -0.000 -0.023 0.873 -0.029 -0.075 0.042 -0.012 0.006 -0.017 0.000 -0.011 -0.008 -0.009 -0.000 1.000 0.000 0.002 0.011 -0.024 -0.004 -0.011 0.014 -0.003 -0.034 | -| Dbar_s | 0.024 0.010 0.001 0.008 0.005 0.001 0.022 0.001 0.039 -0.001 0.001 0.018 0.025 0.001 0.000 1.000 -0.001 -0.001 0.001 -0.000 0.025 0.000 0.000 -0.000 | -| p4040_p | -0.004 0.002 0.001 0.005 -0.000 -0.003 -0.003 -0.001 0.008 -0.002 -0.002 0.010 0.017 -0.136 0.002 -0.001 1.000 -0.000 -0.020 -0.000 0.019 -0.001 -0.009 0.000 | -| bplus_1 | 0.110 -0.105 0.000 -0.205 -0.282 0.021 0.073 0.330 0.060 -0.004 -0.845 0.185 0.019 -0.000 0.011 -0.001 -0.000 1.000 -0.012 -0.001 0.032 -0.125 0.100 0.050 | -| p4160_s | -0.091 -0.185 -0.010 0.325 0.179 0.067 0.006 -0.081 -0.014 0.006 0.037 -0.078 -0.170 0.016 -0.024 0.001 -0.020 -0.012 1.000 0.000 -0.045 0.017 0.340 -0.002 | -| omega_p | 0.000 -0.000 -0.003 -0.000 -0.000 0.002 0.000 0.000 0.001 -0.000 0.001 0.000 0.000 0.000 -0.004 -0.000 -0.000 -0.001 0.000 1.000 0.000 0.012 0.000 -0.051 | -| psi2s_p | 0.053 -0.092 -0.010 0.165 -0.009 0.002 -0.466 0.022 -0.045 0.025 -0.003 -0.069 -0.145 -0.008 -0.011 0.025 0.019 0.032 -0.045 0.000 1.000 0.006 0.029 -0.003 | -| rho_s | 0.021 -0.000 0.028 -0.001 -0.000 0.238 0.014 0.052 0.007 -0.000 0.194 0.037 0.005 -0.000 0.014 0.000 -0.001 -0.125 0.017 0.012 0.006 1.000 0.016 -0.369 | -| p4415_s | -0.062 -0.126 -0.001 0.186 -0.069 0.009 -0.018 -0.033 -0.013 -0.000 0.019 0.032 -0.055 -0.001 -0.003 0.000 -0.009 0.100 0.340 0.000 0.029 0.016 1.000 -0.004 | -| omega_s | -0.008 0.002 -0.066 0.002 0.013 0.255 -0.005 -0.015 -0.017 -0.000 -0.067 -0.010 -0.003 0.000 -0.034 -0.000 0.000 0.050 -0.002 -0.051 -0.003 -0.369 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10865135394961878}), (, {'error': 0.19203928478077614}), (, {'error': 0.3907863858459617}), (, {'error': 0.19953355615536728}), (, {'error': 0.09373254865663605}), (, {'error': 0.19034520295336943}), (, {'error': 0.2246443594452079}), (, {'error': 0.29362200569322194}), (, {'error': 0.026314827474448244}), (, {'error': 0.015934641059618004}), (, {'error': 0.021958319472957122}), (, {'error': 0.28047188188799366}), (, {'error': 0.08184399134962028}), (, {'error': 0.019388345365836973}), (, {'error': 1.5793314272498415}), (, {'error': 0.013972882911451712}), (, {'error': 11.232458178598431}), (, {'error': 0.04509915704082401}), (, {'error': 0.14931120152758948}), (, {'error': 0.0568079191027655}), (, {'error': 0.030723234417814105}), (, {'error': 0.2997162666021912}), (, {'error': 0.18752337030599875}), (, {'error': 0.8880209751087835})]) -Toy 15/25 -Time taken: 1 h, 26 min -Projected time left: 57 min, 20 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1184 (1184 total) | -| EDM = 2.39E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297263.6516264089 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.41 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.14 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -5.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.73 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.32 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | -0.28 | 0.35 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.648 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.385 | 0.029 | | | -2 | 2 | | -| 11| Dbar_p | 5.13 | 0.29 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.39 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 14| phi_s | 21.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.21 | 0.23 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 18| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 5.74 | 0.25 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.900 | 0.031 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.10 | 0.20 | | |0.126447 | 2.35355 | | -| 23| omega_s | 5.9 | 1.1 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.032 0.004 -0.226 0.070 -0.010 -0.176 0.174 0.035 0.030 0.072 0.296 0.188 -0.160 0.015 0.028 0.161 -0.136 -0.048 -0.000 0.020 -0.017 -0.072 0.003 | -| p4415_p | 0.032 1.000 -0.017 0.004 -0.239 0.052 -0.014 -0.157 -0.007 0.017 -0.055 -0.073 0.292 -0.170 -0.040 0.010 0.151 0.148 -0.120 0.003 -0.074 0.013 -0.159 0.004 | -| phi_p | 0.004 -0.017 1.000 -0.024 0.084 -0.260 -0.011 0.006 0.013 0.001 -0.042 -0.001 -0.002 -0.015 0.613 0.001 -0.006 0.043 -0.020 -0.019 -0.003 0.034 -0.002 -0.121 | -| Ctt | -0.226 0.004 -0.024 1.000 -0.666 0.105 -0.167 -0.070 0.242 -0.008 0.006 -0.281 -0.373 0.350 -0.064 0.004 -0.271 0.098 0.249 0.005 0.215 0.018 0.202 0.009 | -| bplus_2 | 0.070 -0.239 0.084 -0.666 1.000 -0.292 0.065 0.263 -0.179 0.011 -0.146 0.046 0.007 -0.125 0.131 0.001 0.008 -0.068 -0.162 -0.025 -0.042 0.046 0.082 -0.081 | -| rho_p | -0.010 0.052 -0.260 0.105 -0.292 1.000 0.024 -0.023 -0.070 -0.001 0.168 0.017 -0.005 0.047 -0.137 0.001 0.006 -0.160 0.067 -0.040 0.001 0.064 0.007 0.451 | -| p3770_s | -0.176 -0.014 -0.011 -0.167 0.065 0.024 1.000 0.079 -0.068 0.030 -0.006 -0.016 -0.015 0.092 -0.022 0.027 -0.049 -0.042 0.012 0.001 -0.476 0.008 0.013 0.001 | -| DDstar_p | 0.174 -0.157 0.006 -0.070 0.263 -0.023 0.079 1.000 -0.044 0.045 -0.004 -0.138 0.039 -0.177 -0.009 0.008 0.006 -0.272 -0.086 -0.008 -0.118 0.076 -0.023 -0.032 | -| jpsi_p | 0.035 -0.007 0.013 0.242 -0.179 -0.070 -0.068 -0.044 1.000 0.055 0.111 0.246 -0.047 -0.008 0.040 0.042 -0.093 -0.065 -0.017 -0.008 -0.003 -0.036 -0.006 -0.013 | -| DDstar_s | 0.030 0.017 0.001 -0.008 0.011 -0.001 0.030 0.045 0.055 1.000 0.004 -0.003 0.044 -0.004 0.001 -0.001 0.024 -0.017 0.003 0.000 0.022 0.002 -0.003 -0.001 | -| bplus_0 | 0.072 -0.055 -0.042 0.006 -0.146 0.168 -0.006 -0.004 0.111 0.004 1.000 -0.008 -0.002 -0.055 0.140 0.002 -0.031 -0.926 -0.038 0.044 -0.025 -0.454 -0.003 0.216 | -| Dbar_p | 0.296 -0.073 -0.001 -0.281 0.046 0.017 -0.016 -0.138 0.246 -0.003 -0.008 1.000 0.031 -0.084 -0.021 0.019 -0.057 -0.107 -0.063 -0.001 0.015 0.038 0.035 -0.010 | -| p4160_p | 0.188 0.292 -0.002 -0.373 0.007 -0.005 -0.015 0.039 -0.047 0.044 -0.002 0.031 1.000 -0.523 0.003 0.025 0.195 0.044 -0.136 0.000 -0.138 -0.013 -0.106 0.003 | -| p4040_s | -0.160 -0.170 -0.015 0.350 -0.125 0.047 0.092 -0.177 -0.008 -0.004 -0.055 -0.084 -0.523 1.000 -0.043 -0.002 -0.204 0.056 0.051 0.001 -0.006 0.031 0.194 -0.003 | -| phi_s | 0.015 -0.040 0.613 -0.064 0.131 -0.137 -0.022 -0.009 0.040 0.001 0.140 -0.021 0.003 -0.043 1.000 0.000 -0.011 -0.120 -0.052 0.013 -0.011 -0.103 -0.012 -0.012 | -| Dbar_s | 0.028 0.010 0.001 0.004 0.001 0.001 0.027 0.008 0.042 -0.001 0.002 0.019 0.025 -0.002 0.000 1.000 0.018 -0.004 0.001 0.000 0.026 -0.001 -0.001 0.000 | -| p4040_p | 0.161 0.151 -0.006 -0.271 0.008 0.006 -0.049 0.006 -0.093 0.024 -0.031 -0.057 0.195 -0.204 -0.011 0.018 1.000 0.056 0.321 -0.000 -0.212 0.003 -0.007 -0.001 | -| bplus_1 | -0.136 0.148 0.043 0.098 -0.068 -0.160 -0.042 -0.272 -0.065 -0.017 -0.926 -0.107 0.044 0.056 -0.120 -0.004 0.056 1.000 0.026 -0.039 0.036 0.384 -0.085 -0.192 | -| p4160_s | -0.048 -0.120 -0.020 0.249 -0.162 0.067 0.012 -0.086 -0.017 0.003 -0.038 -0.063 -0.136 0.051 -0.052 0.001 0.321 0.026 1.000 0.003 -0.066 0.030 0.324 0.002 | -| omega_p | -0.000 0.003 -0.019 0.005 -0.025 -0.040 0.001 -0.008 -0.008 0.000 0.044 -0.001 0.000 0.001 0.013 0.000 -0.000 -0.039 0.003 1.000 -0.002 -0.153 -0.001 0.251 | -| psi2s_p | 0.020 -0.074 -0.003 0.215 -0.042 0.001 -0.476 -0.118 -0.003 0.022 -0.025 0.015 -0.138 -0.006 -0.011 0.026 -0.212 0.036 -0.066 -0.002 1.000 0.013 0.032 -0.006 | -| rho_s | -0.017 0.013 0.034 0.018 0.046 0.064 0.008 0.076 -0.036 0.002 -0.454 0.038 -0.013 0.031 -0.103 -0.001 0.003 0.384 0.030 -0.153 0.013 1.000 0.021 -0.321 | -| p4415_s | -0.072 -0.159 -0.002 0.202 0.082 0.007 0.013 -0.023 -0.006 -0.003 -0.003 0.035 -0.106 0.194 -0.012 -0.001 -0.007 -0.085 0.324 -0.001 0.032 0.021 1.000 -0.006 | -| omega_s | 0.003 0.004 -0.121 0.009 -0.081 0.451 0.001 -0.032 -0.013 -0.001 0.216 -0.010 0.003 -0.003 -0.012 0.000 -0.001 -0.192 0.002 0.251 -0.006 -0.321 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.107136218946849}), (, {'error': 0.19728784619482198}), (, {'error': 0.17861225933087255}), (, {'error': 0.20157228079989004}), (, {'error': 0.07769699509607864}), (, {'error': 0.3526192094846561}), (, {'error': 0.22982836391657413}), (, {'error': 0.3358235937084695}), (, {'error': 0.024418708465961725}), (, {'error': 0.025484145918104384}), (, {'error': 0.02919655419162337}), (, {'error': 0.29303724056981384}), (, {'error': 0.09660401756709103}), (, {'error': 0.17478895699765545}), (, {'error': 1.135043984248881}), (, {'error': 0.017700578167489656}), (, {'error': 0.23037922932672195}), (, {'error': 0.05635298048046522}), (, {'error': 0.1711177966803712}), (, {'error': 0.250988583789594}), (, {'error': 0.030984946358221244}), (, {'error': 0.3696508009394192}), (, {'error': 0.19879536207815635}), (, {'error': 1.0529871625740843})]) -Toy 16/25 -Time taken: 1 h, 32 min -Projected time left: 51 min, 54 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1509 (1509 total) | -| EDM = 0.00353 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297276.9712809484 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.65 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.01 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.78 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.13 | 0.17 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | 5.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.44 | 0.26 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.63 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.32 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.469 | 0.015 | | | -2 | 2 | | -| 11| Dbar_p | -1.2 | 1.2 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 3.99 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.17 | | |0.00501244| 2.01499 | | -| 14| phi_s | 15.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.19 | 0.18 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.38 | 0.19 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.92 | 0.03 | | | -2 | 2 | | -| 18| p4160_s | 2.15 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.25 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.75 | 0.30 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.4 | 1.4 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.227 0.009 -0.186 0.068 0.003 0.170 -0.086 0.392 -0.090 -0.014 -0.355 0.432 -0.135 -0.002 -0.501 0.382 -0.020 -0.092 0.005 0.314 -0.007 -0.075 0.004 | -| p4415_p | 0.227 1.000 0.005 -0.180 -0.217 -0.009 0.198 -0.048 0.370 -0.323 0.251 -0.293 0.390 -0.076 0.007 -0.412 0.279 0.279 -0.147 0.017 0.216 -0.116 -0.034 0.046 | -| phi_p | 0.009 0.005 1.000 0.002 -0.015 0.086 0.011 0.001 0.006 0.005 -0.019 -0.005 0.008 -0.000 0.463 -0.011 0.008 -0.007 0.002 -0.009 0.005 -0.025 0.000 -0.021 | -| Ctt | -0.186 -0.180 0.002 1.000 -0.271 0.088 -0.103 0.103 -0.419 0.407 -0.212 0.504 -0.254 0.114 -0.045 0.205 -0.201 -0.220 0.133 -0.008 -0.004 0.055 0.083 -0.038 | -| bplus_2 | 0.068 -0.217 -0.015 -0.271 1.000 -0.143 0.088 0.129 -0.077 0.421 -0.435 0.292 0.022 -0.218 0.052 0.054 0.052 -0.431 -0.185 -0.036 -0.100 0.273 -0.085 -0.082 | -| rho_p | 0.003 -0.009 0.086 0.088 -0.143 1.000 0.015 0.034 -0.048 0.113 -0.138 0.062 -0.004 -0.010 0.070 0.056 0.005 -0.097 0.015 -0.037 -0.038 0.004 -0.007 -0.060 | -| p3770_s | 0.170 0.198 0.011 -0.103 0.088 0.015 1.000 -0.066 0.408 -0.093 0.012 -0.183 0.328 0.046 -0.006 -0.527 0.245 0.020 -0.013 0.009 0.038 -0.036 -0.021 0.013 | -| DDstar_p | -0.086 -0.048 0.001 0.103 0.129 0.034 -0.066 1.000 -0.217 0.339 -0.236 0.335 -0.003 -0.084 -0.018 0.368 -0.014 -0.252 -0.050 -0.012 -0.159 0.090 -0.087 -0.040 | -| jpsi_p | 0.392 0.370 0.006 -0.419 -0.077 -0.048 0.408 -0.217 1.000 -0.645 0.369 -0.713 0.439 0.130 0.020 -0.820 0.327 0.416 0.049 0.023 0.545 -0.162 0.082 0.068 | -| DDstar_s | -0.090 -0.323 0.005 0.407 0.421 0.113 -0.093 0.339 -0.645 1.000 -0.717 0.853 -0.129 -0.374 -0.056 0.555 -0.059 -0.754 -0.245 -0.033 -0.437 0.263 -0.271 -0.117 | -| bplus_0 | -0.014 0.251 -0.019 -0.212 -0.435 -0.138 0.012 -0.236 0.369 -0.717 1.000 -0.500 0.076 0.248 0.063 -0.341 0.026 0.253 0.145 0.027 0.267 -0.264 0.131 0.115 | -| Dbar_p | -0.355 -0.293 -0.005 0.504 0.292 0.062 -0.183 0.335 -0.713 0.853 -0.500 1.000 -0.242 -0.211 -0.033 0.640 -0.140 -0.536 -0.129 -0.030 -0.460 0.204 -0.194 -0.089 | -| p4160_p | 0.432 0.390 0.008 -0.254 0.022 -0.004 0.328 -0.003 0.439 -0.129 0.076 -0.242 1.000 -0.376 0.004 -0.549 0.462 0.089 -0.153 0.010 0.240 -0.044 0.010 0.020 | -| p4040_s | -0.135 -0.076 -0.000 0.114 -0.218 -0.010 0.046 -0.084 0.130 -0.374 0.248 -0.211 -0.376 1.000 0.005 -0.089 -0.188 0.271 0.226 0.014 0.082 -0.115 0.228 0.044 | -| phi_s | -0.002 0.007 0.463 -0.045 0.052 0.070 -0.006 -0.018 0.020 -0.056 0.063 -0.033 0.004 0.005 1.000 -0.034 -0.001 0.035 -0.007 0.016 0.020 -0.046 0.003 0.038 | -| Dbar_s | -0.501 -0.412 -0.011 0.205 0.054 0.056 -0.527 0.368 -0.820 0.555 -0.341 0.640 -0.549 -0.089 -0.034 1.000 -0.448 -0.371 -0.035 -0.026 -0.608 0.141 -0.059 -0.068 | -| p4040_p | 0.382 0.279 0.008 -0.201 0.052 0.005 0.245 -0.014 0.327 -0.059 0.026 -0.140 0.462 -0.188 -0.001 -0.448 1.000 0.037 0.192 0.007 0.129 -0.027 -0.009 0.011 | -| bplus_1 | -0.020 0.279 -0.007 -0.220 -0.431 -0.097 0.020 -0.252 0.416 -0.754 0.253 -0.536 0.089 0.271 0.035 -0.371 0.037 1.000 0.160 0.019 0.289 -0.154 0.140 0.070 | -| p4160_s | -0.092 -0.147 0.002 0.133 -0.185 0.015 -0.013 -0.050 0.049 -0.245 0.145 -0.129 -0.153 0.226 -0.007 -0.035 0.192 0.160 1.000 0.011 0.026 -0.084 0.298 0.029 | -| omega_p | 0.005 0.017 -0.009 -0.008 -0.036 -0.037 0.009 -0.012 0.023 -0.033 0.027 -0.030 0.010 0.014 0.016 -0.026 0.007 0.019 0.011 1.000 0.017 0.025 0.008 0.726 | -| psi2s_p | 0.314 0.216 0.005 -0.004 -0.100 -0.038 0.038 -0.159 0.545 -0.437 0.267 -0.460 0.240 0.082 0.020 -0.608 0.129 0.289 0.026 0.017 1.000 -0.109 0.081 0.049 | -| rho_s | -0.007 -0.116 -0.025 0.055 0.273 0.004 -0.036 0.090 -0.162 0.263 -0.264 0.204 -0.044 -0.115 -0.046 0.141 -0.027 -0.154 -0.084 0.025 -0.109 1.000 -0.063 -0.336 | -| p4415_s | -0.075 -0.034 0.000 0.083 -0.085 -0.007 -0.021 -0.087 0.082 -0.271 0.131 -0.194 0.010 0.228 0.003 -0.059 -0.009 0.140 0.298 0.008 0.081 -0.063 1.000 0.025 | -| omega_s | 0.004 0.046 -0.021 -0.038 -0.082 -0.060 0.013 -0.040 0.068 -0.117 0.115 -0.089 0.020 0.044 0.038 -0.068 0.011 0.070 0.029 0.726 0.049 -0.336 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14835450975347864}), (, {'error': 0.1682423206171788}), (, {'error': 0.1739969681406155}), (, {'error': 0.16834188201861966}), (, {'error': 0.08001670136737005}), (, {'error': 0.4897003968146443}), (, {'error': 0.2635243407721499}), (, {'error': 0.5847124196145526}), (, {'error': 0.0437125483593821}), (, {'error': 0.3225398406879173}), (, {'error': 0.015353335016658365}), (, {'error': 1.1962691074765806}), (, {'error': 0.11595732579449258}), (, {'error': 0.1727017595636154}), (, {'error': 0.9284063151533539}), (, {'error': 0.18075685628907184}), (, {'error': 0.18976704490879426}), (, {'error': 0.03210503123961672}), (, {'error': 0.16659845893627334}), (, {'error': 0.2859891180130285}), (, {'error': 0.0377695186063054}), (, {'error': 0.3045195744170295}), (, {'error': 0.18500022430903995}), (, {'error': 1.3948591076275259})]) -Toy 17/25 -Time taken: 1 h, 39 min -Projected time left: 46 min, 56 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1509 (1509 total) | -| EDM = 4.6E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297393.5689446573 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.92 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -1.94 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.87 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.40 | 0.22 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.16 | 0.09 | | | -2 | 2 | | -| 5 | rho_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.95 | 0.22 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -1.641 | 0.027 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.470 | 0.020 | | | -2 | 2 | | -| 11| Dbar_p | -4.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.75 | 0.18 | | |0.00501244| 2.01499 | | -| 14| phi_s | 15.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 16| p4040_p | 4.00 | 0.25 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 18| p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.860 | 0.032 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.43 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.1 | 0.8 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.074 0.001 -0.235 -0.099 -0.005 -0.081 0.234 0.162 0.037 0.033 0.419 0.256 -0.198 0.005 0.039 0.177 0.169 -0.074 0.002 0.112 0.039 -0.065 -0.010 | -| p4415_p | 0.074 1.000 -0.005 -0.100 0.186 0.008 0.005 -0.049 -0.015 0.058 0.017 -0.037 0.315 -0.249 -0.025 0.029 0.164 -0.130 -0.209 -0.000 -0.104 -0.008 -0.142 -0.013 | -| phi_p | 0.001 -0.005 1.000 -0.015 -0.018 0.018 0.000 0.006 -0.016 0.001 0.018 0.004 0.000 -0.004 0.586 0.001 -0.001 -0.004 -0.004 0.000 -0.002 0.042 -0.001 -0.062 | -| Ctt | -0.235 -0.100 -0.015 1.000 0.687 0.018 -0.260 -0.080 0.165 -0.012 0.002 -0.353 -0.432 0.358 -0.057 0.003 -0.295 -0.202 0.261 -0.000 0.160 -0.000 0.229 -0.037 | -| bplus_2 | -0.099 0.186 -0.018 0.687 1.000 0.045 -0.150 -0.311 0.132 -0.009 0.039 -0.075 -0.093 0.139 -0.124 0.002 -0.054 -0.392 0.165 -0.002 0.010 0.003 -0.001 -0.083 | -| rho_p | -0.005 0.008 0.018 0.018 0.045 1.000 0.000 -0.009 -0.016 -0.000 -0.020 0.001 -0.003 0.009 0.019 0.000 0.000 0.013 0.011 -0.003 -0.000 0.028 0.004 0.079 | -| p3770_s | -0.081 0.005 0.000 -0.260 -0.150 0.000 1.000 0.186 -0.016 0.056 0.051 0.081 0.068 0.043 -0.011 0.052 -0.001 0.114 -0.016 0.001 -0.474 0.028 -0.014 -0.015 | -| DDstar_p | 0.234 -0.049 0.006 -0.080 -0.311 -0.009 0.186 1.000 0.085 0.072 0.022 -0.148 0.189 -0.186 0.015 0.006 0.087 0.448 -0.099 0.003 -0.058 0.083 -0.065 -0.019 | -| jpsi_p | 0.162 -0.015 -0.016 0.165 0.132 -0.016 -0.016 0.085 1.000 0.095 -0.047 0.364 0.003 -0.048 0.014 0.072 -0.077 0.091 -0.044 0.005 0.012 0.017 -0.012 0.006 | -| DDstar_s | 0.037 0.058 0.001 -0.012 -0.009 -0.000 0.056 0.072 0.095 1.000 0.001 -0.007 0.084 -0.000 0.002 -0.004 0.047 0.016 0.009 0.000 0.043 0.003 -0.003 -0.001 | -| bplus_0 | 0.033 0.017 0.018 0.002 0.039 -0.020 0.051 0.022 -0.047 0.001 1.000 0.036 0.014 0.022 -0.009 0.001 0.015 -0.779 0.042 0.008 -0.003 0.239 0.027 -0.080 | -| Dbar_p | 0.419 -0.037 0.004 -0.353 -0.075 0.001 0.081 -0.148 0.364 -0.007 0.036 1.000 0.113 -0.118 -0.008 0.033 -0.014 0.185 -0.090 0.001 0.063 0.046 0.005 -0.022 | -| p4160_p | 0.256 0.315 0.000 -0.432 -0.093 -0.003 0.068 0.189 0.003 0.084 0.014 0.113 1.000 -0.569 0.004 0.049 0.250 0.034 -0.166 0.001 -0.134 0.008 -0.054 0.000 | -| p4040_s | -0.198 -0.249 -0.004 0.358 0.139 0.009 0.043 -0.186 -0.048 -0.000 0.022 -0.118 -0.569 1.000 -0.028 -0.002 -0.243 -0.052 0.065 -0.000 -0.030 0.003 0.160 -0.019 | -| phi_s | 0.005 -0.025 0.586 -0.057 -0.124 0.019 -0.011 0.015 0.014 0.002 -0.009 -0.008 0.004 -0.028 1.000 0.000 -0.004 0.016 -0.036 -0.005 -0.004 0.048 -0.015 -0.012 | -| Dbar_s | 0.039 0.029 0.001 0.003 0.002 0.000 0.052 0.006 0.072 -0.004 0.001 0.033 0.049 -0.002 0.000 1.000 0.034 -0.000 0.004 -0.000 0.045 0.000 -0.001 -0.000 | -| p4040_p | 0.177 0.164 -0.001 -0.295 -0.054 0.000 -0.001 0.087 -0.077 0.047 0.015 -0.014 0.250 -0.243 -0.004 0.034 1.000 -0.002 0.298 0.000 -0.214 0.001 0.012 -0.002 | -| bplus_1 | 0.169 -0.130 -0.004 -0.202 -0.392 0.013 0.114 0.448 0.091 0.016 -0.779 0.185 0.034 -0.052 0.016 -0.000 -0.002 1.000 -0.039 -0.005 0.022 -0.120 0.069 0.044 | -| p4160_s | -0.074 -0.209 -0.004 0.261 0.165 0.011 -0.016 -0.099 -0.044 0.009 0.042 -0.090 -0.166 0.065 -0.036 0.004 0.298 -0.039 1.000 -0.000 -0.085 0.014 0.301 -0.027 | -| omega_p | 0.002 -0.000 0.000 -0.000 -0.002 -0.003 0.001 0.003 0.005 0.000 0.008 0.001 0.001 -0.000 -0.005 -0.000 0.000 -0.005 -0.000 1.000 0.001 0.025 0.000 -0.152 | -| psi2s_p | 0.112 -0.104 -0.002 0.160 0.010 -0.000 -0.474 -0.058 0.012 0.043 -0.003 0.063 -0.134 -0.030 -0.004 0.045 -0.214 0.022 -0.085 0.001 1.000 0.006 0.007 -0.004 | -| rho_s | 0.039 -0.008 0.042 -0.000 0.003 0.028 0.028 0.083 0.017 0.003 0.239 0.046 0.008 0.003 0.048 0.000 0.001 -0.120 0.014 0.025 0.006 1.000 0.021 -0.405 | -| p4415_s | -0.065 -0.142 -0.001 0.229 -0.001 0.004 -0.014 -0.065 -0.012 -0.003 0.027 0.005 -0.054 0.160 -0.015 -0.001 0.012 0.069 0.301 0.000 0.007 0.021 1.000 -0.016 | -| omega_s | -0.010 -0.013 -0.062 -0.037 -0.083 0.079 -0.015 -0.019 0.006 -0.001 -0.080 -0.022 0.000 -0.019 -0.012 -0.000 -0.002 0.044 -0.027 -0.152 -0.004 -0.405 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1187035779686827}), (, {'error': 0.15266179962361726}), (, {'error': 0.21799607704525492}), (, {'error': 0.22118645994881764}), (, {'error': 0.08859054993010174}), (, {'error': 0.10201016636793625}), (, {'error': 0.22367030224725815}), (, {'error': 0.3977257045034368}), (, {'error': 0.027340261687517575}), (, {'error': 0.03700425300887186}), (, {'error': 0.019760704581575528}), (, {'error': 0.3842099521505469}), (, {'error': 0.10235991039280457}), (, {'error': 0.17715403203577945}), (, {'error': 0.9655710767890016}), (, {'error': 0.02625351248374999}), (, {'error': 0.24535647544253258}), (, {'error': 0.04383971010903753}), (, {'error': 0.16525725244766853}), (, {'error': 0.15619429519939043}), (, {'error': 0.0315495230311571}), (, {'error': 0.3306293144961051}), (, {'error': 0.18615821314083003}), (, {'error': 0.8208413218709762})]) -Toy 18/25 -Time taken: 1 h, 47 min -Projected time left: 41 min, 39 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1730 (1730 total) | -| EDM = 0.00227 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297251.5707948143 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.48 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.33 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.27 | 0.38 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.14 | 0.27 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.05 | 0.07 | | | -2 | 2 | | -| 5 | rho_p | 5.91 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.50 | 0.22 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -0.06 | 0.45 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.537 | 0.019 | | | -2 | 2 | | -| 11| Dbar_p | 4.2 | 3.0 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.37 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.16 | 0.19 | | |0.00501244| 2.01499 | | -| 14| phi_s | 18.5 | 1.6 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.11 | 0.50 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.52 | 0.15 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 1.07 | 0.04 | | | -2 | 2 | | -| 18| p4160_s | 2.45 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.06 | 0.28 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.797 | 0.030 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.48 | 0.28 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.38 | 0.17 | | |0.126447 | 2.35355 | | -| 23| omega_s | 5.5 | 1.0 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.228 0.033 -0.813 -0.161 0.131 -0.049 0.034 0.593 -0.572 -0.793 0.893 0.446 -0.563 -0.038 -0.915 0.109 -0.789 -0.427 -0.012 0.172 0.183 -0.091 -0.077 | -| p4415_p | -0.228 1.000 -0.009 0.235 -0.047 -0.022 0.115 -0.394 -0.017 0.155 0.291 -0.306 0.226 0.116 0.010 0.308 0.238 0.292 0.039 0.007 0.020 -0.070 -0.076 0.030 | -| phi_p | 0.033 -0.009 1.000 -0.030 -0.010 0.027 0.001 -0.008 0.008 -0.024 -0.034 0.036 0.016 -0.020 0.877 -0.037 0.001 -0.030 -0.015 0.048 0.005 0.038 -0.002 -0.024 | -| Ctt | -0.813 0.235 -0.030 1.000 -0.091 -0.110 -0.034 -0.037 -0.626 0.579 0.778 -0.879 -0.461 0.623 0.033 0.869 -0.126 0.769 0.497 0.012 -0.023 -0.182 0.166 0.073 | -| bplus_2 | -0.161 -0.047 -0.010 -0.091 1.000 -0.239 0.014 -0.064 -0.003 0.134 0.057 -0.175 -0.092 0.099 0.047 0.157 -0.023 0.044 0.041 -0.011 -0.004 -0.000 0.107 -0.008 | -| rho_p | 0.131 -0.022 0.027 -0.110 -0.239 1.000 0.020 0.028 0.101 -0.095 -0.144 0.148 0.060 -0.068 0.032 -0.148 0.012 -0.149 -0.038 -0.101 0.020 0.208 -0.005 0.111 | -| p3770_s | -0.049 0.115 0.001 -0.034 0.014 0.020 1.000 -0.243 0.188 0.001 -0.011 -0.028 0.132 0.113 -0.007 -0.017 0.055 -0.013 0.050 0.002 -0.192 -0.005 0.008 0.002 | -| DDstar_p | 0.034 -0.394 -0.008 -0.037 -0.064 0.028 -0.243 1.000 -0.346 0.013 -0.105 0.042 -0.418 -0.176 -0.018 -0.131 -0.315 -0.104 -0.128 -0.006 -0.259 0.020 0.022 -0.012 | -| jpsi_p | 0.593 -0.017 0.008 -0.626 -0.003 0.101 0.188 -0.346 1.000 -0.451 -0.554 0.590 0.497 -0.337 -0.046 -0.622 0.192 -0.540 -0.283 -0.009 0.267 0.123 -0.094 -0.055 | -| DDstar_s | -0.572 0.155 -0.024 0.579 0.134 -0.095 0.001 0.013 -0.451 1.000 0.506 -0.649 -0.267 0.349 0.024 0.645 -0.019 0.500 0.268 0.006 -0.126 -0.116 0.020 0.047 | -| bplus_0 | -0.793 0.291 -0.034 0.778 0.057 -0.144 -0.011 -0.105 -0.554 0.506 1.000 -0.869 -0.314 0.503 0.042 0.873 -0.001 0.611 0.370 0.013 -0.133 -0.214 -0.001 0.085 | -| Dbar_p | 0.893 -0.306 0.036 -0.879 -0.175 0.148 -0.028 0.042 0.590 -0.649 -0.869 1.000 0.383 -0.600 -0.042 -0.964 0.006 -0.860 -0.458 -0.013 0.125 0.201 -0.071 -0.083 | -| p4160_p | 0.446 0.226 0.016 -0.461 -0.092 0.060 0.132 -0.418 0.497 -0.267 -0.314 0.383 1.000 -0.455 -0.015 -0.407 0.325 -0.312 -0.246 -0.002 0.149 0.072 -0.033 -0.030 | -| p4040_s | -0.563 0.116 -0.020 0.623 0.099 -0.068 0.113 -0.176 -0.337 0.349 0.503 -0.600 -0.455 1.000 0.020 0.617 -0.087 0.500 0.346 0.009 -0.082 -0.120 0.142 0.051 | -| phi_s | -0.038 0.010 0.877 0.033 0.047 0.032 -0.007 -0.018 -0.046 0.024 0.042 -0.042 -0.015 0.020 1.000 0.041 -0.003 0.036 0.012 0.055 -0.008 0.004 -0.000 0.008 | -| Dbar_s | -0.915 0.308 -0.037 0.869 0.157 -0.148 -0.017 -0.131 -0.622 0.645 0.873 -0.964 -0.407 0.617 0.041 1.000 -0.038 0.863 0.474 0.012 -0.154 -0.202 0.081 0.083 | -| p4040_p | 0.109 0.238 0.001 -0.126 -0.023 0.012 0.055 -0.315 0.192 -0.019 -0.001 0.006 0.325 -0.087 -0.003 -0.038 1.000 -0.000 0.247 0.002 -0.006 -0.003 0.007 0.001 | -| bplus_1 | -0.789 0.292 -0.030 0.769 0.044 -0.149 -0.013 -0.104 -0.540 0.500 0.611 -0.860 -0.312 0.500 0.036 0.863 -0.000 1.000 0.368 0.008 -0.132 -0.166 -0.002 0.065 | -| p4160_s | -0.427 0.039 -0.015 0.497 0.041 -0.038 0.050 -0.128 -0.283 0.268 0.370 -0.458 -0.246 0.346 0.012 0.474 0.247 0.368 1.000 0.007 -0.084 -0.092 0.249 0.038 | -| omega_p | -0.012 0.007 0.048 0.012 -0.011 -0.101 0.002 -0.006 -0.009 0.006 0.013 -0.013 -0.002 0.009 0.055 0.012 0.002 0.008 0.007 1.000 -0.001 -0.062 -0.000 0.521 | -| psi2s_p | 0.172 0.020 0.005 -0.023 -0.004 0.020 -0.192 -0.259 0.267 -0.126 -0.133 0.125 0.149 -0.082 -0.008 -0.154 -0.006 -0.132 -0.084 -0.001 1.000 0.032 -0.009 -0.013 | -| rho_s | 0.183 -0.070 0.038 -0.182 -0.000 0.208 -0.005 0.020 0.123 -0.116 -0.214 0.201 0.072 -0.120 0.004 -0.202 -0.003 -0.166 -0.092 -0.062 0.032 1.000 -0.003 -0.355 | -| p4415_s | -0.091 -0.076 -0.002 0.166 0.107 -0.005 0.008 0.022 -0.094 0.020 -0.001 -0.071 -0.033 0.142 -0.000 0.081 0.007 -0.002 0.249 -0.000 -0.009 -0.003 1.000 0.001 | -| omega_s | -0.077 0.030 -0.024 0.073 -0.008 0.111 0.002 -0.012 -0.055 0.047 0.085 -0.083 -0.030 0.051 0.008 0.083 0.001 0.065 0.038 0.521 -0.013 -0.355 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26318416657354593}), (, {'error': 0.16029171066457804}), (, {'error': 0.3826168428330403}), (, {'error': 0.2652088490471468}), (, {'error': 0.07065683021131419}), (, {'error': 0.221363788157678}), (, {'error': 0.21834168080362337}), (, {'error': 0.45274247755942865}), (, {'error': 0.03307725122155247}), (, {'error': 0.41682349604756286}), (, {'error': 0.018830908056845286}), (, {'error': 2.9932386402645497}), (, {'error': 0.10234133040355853}), (, {'error': 0.188608365065782}), (, {'error': 1.5820560161096733}), (, {'error': 0.49735773951320433}), (, {'error': 0.15263101119865752}), (, {'error': 0.035586467386455656}), (, {'error': 0.16913514454458567}), (, {'error': 0.2821329513925903}), (, {'error': 0.030481960424640242}), (, {'error': 0.2767481612634163}), (, {'error': 0.16936209975429006}), (, {'error': 1.0023662942132607})]) -Toy 19/25 -Time taken: 1 h, 55 min -Projected time left: 36 min, 24 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1323 (1323 total) | -| EDM = 3.69E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297462.6243652964 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.40 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.11 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.74 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.77 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.14 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | 0.47 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.49 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.671 | 0.024 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 11| Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.01 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.94 | 0.18 | | |0.00501244| 2.01499 | | -| 14| phi_s | 17.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 16| p4040_p | 4.10 | 0.20 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 18| p4160_s | 2.23 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.915 | 0.031 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.02 | 0.20 | | |0.126447 | 2.35355 | | -| 23| omega_s | 6.9 | 1.1 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.054 -0.009 -0.207 0.098 0.006 -0.207 0.197 -0.058 0.034 0.073 0.039 0.185 -0.156 0.017 -0.044 0.184 -0.101 -0.071 0.000 -0.016 -0.034 -0.097 0.012 | -| p4415_p | 0.054 1.000 0.006 0.004 -0.250 0.023 -0.013 -0.173 0.023 0.012 -0.060 0.008 0.283 -0.173 -0.032 0.040 0.140 0.141 -0.166 0.001 -0.066 0.044 -0.144 -0.005 | -| phi_p | -0.009 0.006 1.000 0.004 -0.020 -0.001 0.003 0.007 -0.028 0.001 -0.061 0.001 -0.001 0.008 0.453 -0.002 0.002 0.052 0.008 -0.011 0.001 0.062 0.003 -0.047 | -| Ctt | -0.207 0.004 0.004 1.000 -0.704 0.056 -0.143 -0.087 0.311 -0.009 0.010 -0.000 -0.339 0.362 -0.060 0.104 -0.278 0.064 0.294 0.003 0.222 0.080 0.217 -0.005 | -| bplus_2 | 0.098 -0.250 -0.020 -0.704 1.000 -0.158 0.047 0.242 -0.179 0.011 0.014 0.001 -0.018 -0.145 0.111 -0.011 0.003 -0.194 -0.164 -0.011 -0.050 -0.177 0.074 -0.016 | -| rho_p | 0.006 0.023 -0.001 0.056 -0.158 1.000 0.010 -0.076 -0.030 -0.002 0.441 0.001 0.006 0.008 0.091 0.008 -0.001 -0.397 0.019 0.082 -0.011 0.129 -0.011 0.606 | -| p3770_s | -0.207 -0.013 0.003 -0.143 0.047 0.010 1.000 0.062 -0.058 0.025 -0.011 0.024 -0.026 0.101 -0.017 0.055 -0.050 -0.030 0.027 0.000 -0.460 0.021 0.021 -0.003 | -| DDstar_p | 0.197 -0.173 0.007 -0.087 0.242 -0.076 0.062 1.000 -0.050 0.042 -0.021 0.007 -0.022 -0.162 -0.009 0.063 -0.031 -0.251 -0.079 -0.007 -0.130 0.037 -0.008 -0.044 | -| jpsi_p | -0.058 0.023 -0.028 0.311 -0.179 -0.030 -0.058 -0.050 1.000 0.054 0.112 0.049 -0.046 0.018 0.029 -0.003 -0.072 -0.030 0.001 -0.006 -0.009 -0.087 -0.022 0.000 | -| DDstar_s | 0.034 0.012 0.001 -0.009 0.011 -0.002 0.025 0.042 0.054 1.000 0.003 -0.001 0.037 -0.006 -0.000 -0.000 0.021 -0.017 -0.000 -0.000 0.019 0.001 -0.002 -0.001 | -| bplus_0 | 0.073 -0.060 -0.061 0.010 0.014 0.441 -0.011 -0.021 0.112 0.003 1.000 0.002 -0.018 -0.051 0.116 0.010 -0.040 -0.941 -0.036 0.038 -0.032 -0.190 -0.003 0.270 | -| Dbar_p | 0.039 0.008 0.001 -0.000 0.001 0.001 0.024 0.007 0.049 -0.001 0.002 1.000 0.024 -0.004 -0.000 0.017 0.016 -0.005 -0.001 0.000 0.025 0.001 -0.000 0.000 | -| p4160_p | 0.185 0.283 -0.001 -0.339 -0.018 0.006 -0.026 -0.022 -0.046 0.037 -0.018 0.024 1.000 -0.518 -0.002 0.042 0.216 0.072 -0.175 0.000 -0.144 -0.004 -0.065 0.002 | -| p4040_s | -0.156 -0.173 0.008 0.362 -0.145 0.008 0.101 -0.162 0.018 -0.006 -0.051 -0.004 -0.518 1.000 -0.033 0.018 -0.208 0.040 0.133 0.000 0.016 0.051 0.199 -0.013 | -| phi_s | 0.017 -0.032 0.453 -0.060 0.111 0.091 -0.017 -0.009 0.029 -0.000 0.116 -0.000 -0.002 -0.033 1.000 0.005 -0.010 -0.110 -0.038 0.010 -0.009 0.051 -0.007 0.060 | -| Dbar_s | -0.044 0.040 -0.002 0.104 -0.011 0.008 0.055 0.063 -0.003 -0.000 0.010 0.017 0.042 0.018 0.005 1.000 0.052 0.022 0.014 0.001 0.046 -0.011 -0.014 0.007 | -| p4040_p | 0.184 0.140 0.002 -0.278 0.003 -0.001 -0.050 -0.031 -0.072 0.021 -0.040 0.016 0.216 -0.208 -0.010 0.052 1.000 0.064 0.287 -0.000 -0.208 0.010 0.002 -0.005 | -| bplus_1 | -0.101 0.141 0.052 0.064 -0.194 -0.397 -0.030 -0.251 -0.030 -0.017 -0.941 -0.005 0.072 0.040 -0.110 0.022 0.064 1.000 0.009 -0.035 0.049 0.158 -0.077 -0.244 | -| p4160_s | -0.071 -0.166 0.008 0.294 -0.164 0.019 0.027 -0.079 0.001 -0.000 -0.036 -0.001 -0.175 0.133 -0.038 0.014 0.287 0.009 1.000 0.001 -0.035 0.059 0.326 -0.011 | -| omega_p | 0.000 0.001 -0.011 0.003 -0.011 0.082 0.000 -0.007 -0.006 -0.000 0.038 0.000 0.000 0.000 0.010 0.001 -0.000 -0.035 0.001 1.000 -0.002 -0.000 -0.001 0.222 | -| psi2s_p | -0.016 -0.066 0.001 0.222 -0.050 -0.011 -0.460 -0.130 -0.009 0.019 -0.032 0.025 -0.144 0.016 -0.009 0.046 -0.208 0.049 -0.035 -0.002 1.000 0.009 0.035 -0.010 | -| rho_s | -0.034 0.044 0.062 0.080 -0.177 0.129 0.021 0.037 -0.087 0.001 -0.190 0.001 -0.004 0.051 0.051 -0.011 0.010 0.158 0.059 -0.000 0.009 1.000 0.015 -0.031 | -| p4415_s | -0.097 -0.144 0.003 0.217 0.074 -0.011 0.021 -0.008 -0.022 -0.002 -0.003 -0.000 -0.065 0.199 -0.007 -0.014 0.002 -0.077 0.326 -0.001 0.035 0.015 1.000 -0.009 | -| omega_s | 0.012 -0.005 -0.047 -0.005 -0.016 0.606 -0.003 -0.044 0.000 -0.001 0.270 0.000 0.002 -0.013 0.060 0.007 -0.005 -0.244 -0.011 0.222 -0.010 -0.031 -0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09084022688475857}), (, {'error': 0.21009264672345607}), (, {'error': 0.172922351988392}), (, {'error': 0.2017244414268629}), (, {'error': 0.08097587949162777}), (, {'error': 0.27011962065972384}), (, {'error': 0.2340591780765502}), (, {'error': 0.33223483490125005}), (, {'error': 0.023610648207814222}), (, {'error': 0.024485701714228814}), (, {'error': 0.033306866108904876}), (, {'error': 0.06374068672230537}), (, {'error': 0.09869525294172998}), (, {'error': 0.17798222185480783}), (, {'error': 0.954317765232318}), (, {'error': 0.07653546984897924}), (, {'error': 0.19866761239083885}), (, {'error': 0.06228346616785396}), (, {'error': 0.17880170867229195}), (, {'error': 0.20037884895094926}), (, {'error': 0.03101596766197723}), (, {'error': 0.3755240435720887}), (, {'error': 0.20214287299707107}), (, {'error': 1.0755524663071396})]) -Toy 20/25 -Time taken: 2 h, 2 min -Projected time left: 30 min, 35 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.002E+05 | Ncalls=522 (533 total) | -| EDM = 5.71E+03 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 300169.6601908469 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.711 | 0.010 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -1.092 | 0.022 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -6.052 | 0.004 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 1.381 | 0.003 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.531 | 0.001 | | | -2 | 2 | | -| 5 | rho_p | -5.913 | 0.006 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.403 | 0.004 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -2.04 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -0.502E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 2.311E-1 | 0.005E-1 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 2.845E-1 | 0.002E-1 | | | -2 | 2 | | -| 11| Dbar_p | -2.293 | 0.007 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -1.3 | 7.1 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.893 | 0.001 | | |0.00501244| 2.01499 | | -| 14| phi_s | 16.827 | 0.010 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 2.842E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 16| p4040_p | 3.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.676 | 0.001 | | | -2 | 2 | | -| 18| p4160_s | 0.946 | 0.005 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -0.872 | 0.016 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 0.403E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.183 | 0.003 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 0.595 | 0.003 | | |0.126447 | 2.35355 | | -| 23| omega_s | 8.340 | 0.006 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.012 -0.003 0.441 -0.056 -0.008 0.125 -0.627 -0.127 0.124 0.560 -0.022 -0.678 -0.066 0.003 0.043 0.677 0.597 0.620 -0.025 -0.029 -0.010 -0.278 0.001 | -| p4415_p | -0.012 1.000 0.000 -0.012 0.002 0.000 -0.003 0.017 0.003 -0.003 -0.015 0.000 0.018 0.002 -0.000 -0.001 -0.018 -0.016 -0.016 0.001 0.001 0.000 0.005 -0.000 | -| phi_p | -0.003 0.000 1.000 -0.003 0.000 -0.000 -0.001 0.004 0.001 -0.001 -0.003 0.000 0.004 0.000 0.000 -0.000 -0.004 -0.003 -0.004 0.000 0.000 0.000 0.002 -0.000 | -| Ctt | 0.441 -0.012 -0.003 1.000 -0.053 -0.008 0.120 -0.603 -0.122 0.119 0.539 -0.021 -0.651 -0.063 0.003 0.041 0.650 0.573 0.595 -0.024 -0.029 -0.010 -0.267 0.001 | -| bplus_2 | -0.056 0.002 0.000 -0.053 1.000 0.001 -0.015 0.078 0.018 -0.015 -0.072 0.005 0.083 0.008 -0.000 -0.005 -0.083 -0.075 -0.076 0.004 0.003 0.001 0.034 -0.000 | -| rho_p | -0.008 0.000 -0.000 -0.008 0.001 1.000 -0.002 0.011 0.002 -0.002 -0.010 0.000 0.012 0.001 -0.000 -0.001 -0.012 -0.011 -0.011 0.000 0.001 0.000 0.005 0.000 | -| p3770_s | 0.125 -0.003 -0.001 0.120 -0.015 -0.002 1.000 -0.172 -0.035 0.034 0.153 -0.006 -0.185 -0.018 0.001 0.012 0.185 0.163 0.169 -0.007 -0.008 -0.003 -0.076 0.000 | -| DDstar_p | -0.627 0.017 0.004 -0.603 0.078 0.011 -0.172 1.000 0.172 -0.171 -0.765 0.029 0.926 0.090 -0.004 -0.058 -0.925 -0.814 -0.847 0.035 0.042 0.014 0.379 -0.002 | -| jpsi_p | -0.127 0.003 0.001 -0.122 0.018 0.002 -0.035 0.172 1.000 -0.034 -0.153 0.004 0.187 0.018 -0.001 -0.012 -0.187 -0.163 -0.171 0.007 0.008 0.003 0.076 -0.000 | -| DDstar_s | 0.124 -0.003 -0.001 0.119 -0.015 -0.002 0.034 -0.171 -0.034 1.000 0.151 -0.006 -0.183 -0.018 0.001 0.012 0.183 0.161 0.168 -0.007 -0.008 -0.003 -0.075 0.000 | -| bplus_0 | 0.560 -0.015 -0.003 0.539 -0.072 -0.010 0.153 -0.765 -0.153 0.151 1.000 -0.025 -0.827 -0.080 0.004 0.052 0.827 0.727 0.757 -0.031 -0.038 -0.012 -0.339 0.002 | -| Dbar_p | -0.022 0.000 0.000 -0.021 0.005 0.000 -0.006 0.029 0.004 -0.006 -0.025 1.000 0.032 0.003 -0.000 -0.003 -0.032 -0.027 -0.029 0.001 0.002 0.000 0.013 -0.000 | -| p4160_p | -0.678 0.018 0.004 -0.651 0.083 0.012 -0.185 0.926 0.187 -0.183 -0.827 0.032 1.000 0.097 -0.004 -0.063 -0.999 -0.881 -0.915 0.038 0.045 0.015 0.410 -0.002 | -| p4040_s | -0.066 0.002 0.000 -0.063 0.008 0.001 -0.018 0.090 0.018 -0.018 -0.080 0.003 0.097 1.000 -0.000 -0.006 -0.097 -0.086 -0.089 0.004 0.004 0.001 0.040 -0.000 | -| phi_s | 0.003 -0.000 0.000 0.003 -0.000 -0.000 0.001 -0.004 -0.001 0.001 0.004 -0.000 -0.004 -0.000 1.000 0.000 0.004 0.004 0.004 -0.000 -0.000 -0.000 -0.002 0.000 | -| Dbar_s | 0.043 -0.001 -0.000 0.041 -0.005 -0.001 0.012 -0.058 -0.012 0.012 0.052 -0.003 -0.063 -0.006 0.000 1.000 0.063 0.056 0.058 -0.002 -0.003 -0.001 -0.026 0.000 | -| p4040_p | 0.677 -0.018 -0.004 0.650 -0.083 -0.012 0.185 -0.925 -0.187 0.183 0.827 -0.032 -0.999 -0.097 0.004 0.063 1.000 0.880 0.914 -0.038 -0.045 -0.015 -0.410 0.002 | -| bplus_1 | 0.597 -0.016 -0.003 0.573 -0.075 -0.011 0.163 -0.814 -0.163 0.161 0.727 -0.027 -0.881 -0.086 0.004 0.056 0.880 1.000 0.806 -0.033 -0.040 -0.013 -0.361 0.002 | -| p4160_s | 0.620 -0.016 -0.004 0.595 -0.076 -0.011 0.169 -0.847 -0.171 0.168 0.757 -0.029 -0.915 -0.089 0.004 0.058 0.914 0.806 1.000 -0.034 -0.041 -0.014 -0.375 0.002 | -| omega_p | -0.025 0.001 0.000 -0.024 0.004 0.000 -0.007 0.035 0.007 -0.007 -0.031 0.001 0.038 0.004 -0.000 -0.002 -0.038 -0.033 -0.034 1.000 0.002 0.001 0.015 -0.000 | -| psi2s_p | -0.029 0.001 0.000 -0.029 0.003 0.001 -0.008 0.042 0.008 -0.008 -0.038 0.002 0.045 0.004 -0.000 -0.003 -0.045 -0.040 -0.041 0.002 1.000 0.001 0.018 -0.000 | -| rho_s | -0.010 0.000 0.000 -0.010 0.001 0.000 -0.003 0.014 0.003 -0.003 -0.012 0.000 0.015 0.001 -0.000 -0.001 -0.015 -0.013 -0.014 0.001 0.001 1.000 0.006 -0.000 | -| p4415_s | -0.278 0.005 0.002 -0.267 0.034 0.005 -0.076 0.379 0.076 -0.075 -0.339 0.013 0.410 0.040 -0.002 -0.026 -0.410 -0.361 -0.375 0.015 0.018 0.006 1.000 -0.001 | -| omega_s | 0.001 -0.000 -0.000 0.001 -0.000 0.000 0.000 -0.002 -0.000 0.000 0.002 -0.000 -0.002 -0.000 0.000 0.000 0.002 0.002 0.002 -0.000 -0.000 -0.000 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010105171076091324}), (, {'error': 0.02214756465976686}), (, {'error': 0.0042732052557159506}), (, {'error': 0.0033373685867434943}), (, {'error': 0.0013210842306892179}), (, {'error': 0.006307256089200131}), (, {'error': 0.0036305340360898164}), (, {'error': 0.03205373299712644}), (, {'error': 0.0016384886449394287}), (, {'error': 0.0005364008287198074}), (, {'error': 0.0001742221057350335}), (, {'error': 0.006756246974608304}), (, {'error': 7.062491595642625}), (, {'error': 0.0014041455832054517}), (, {'error': 0.010097681437933659}), (, {'error': 0.000253790026271572}), (, {'error': 0.7010040783980349}), (, {'error': 0.0005613303543591242}), (, {'error': 0.004966393519306889}), (, {'error': 0.01571112965660104}), (, {'error': 0.001877864110100269}), (, {'error': 0.0027852624031926565}), (, {'error': 0.0026403812212038025}), (, {'error': 0.005737698357771492})]) -Toy 21/25 -Time taken: 2 h, 7 min -Projected time left: 24 min, 16 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1502 (1502 total) | -| EDM = 4.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297301.31360726606 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6.09 | 0.25 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.97 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.54 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | -1.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.88 | 0.25 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -2.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 1.74 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.432 | 0.017 | | | -2 | 2 | | -| 11| Dbar_p | -5.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.42 | 0.18 | | |0.00501244| 2.01499 | | -| 14| phi_s | 17.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| p4040_p | -3.48 | 0.12 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.770 | 0.031 | | | -2 | 2 | | -| 18| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -5.74 | 0.27 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 0.49 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.131 -0.009 -0.070 -0.051 -0.043 -0.141 0.165 0.181 -0.024 0.025 0.196 -0.002 -0.219 -0.002 -0.049 0.227 -0.117 0.013 -0.011 0.124 0.040 -0.057 0.002 | -| p4415_p | 0.131 1.000 0.012 0.067 0.248 0.053 0.073 0.168 0.103 0.010 0.035 0.126 0.002 -0.204 -0.016 0.015 0.084 -0.175 0.015 0.013 0.022 -0.083 -0.059 -0.001 | -| phi_p | -0.009 0.012 1.000 0.015 0.044 0.120 0.004 0.003 -0.007 -0.001 0.013 0.002 -0.000 0.005 0.670 -0.002 0.009 -0.004 -0.000 0.030 0.003 -0.120 0.007 0.015 | -| Ctt | -0.070 0.067 0.015 1.000 0.720 0.120 -0.109 -0.172 -0.306 0.003 0.011 0.324 -0.003 0.327 -0.029 0.033 0.032 -0.178 -0.014 0.031 0.274 -0.147 0.237 -0.001 | -| bplus_2 | -0.051 0.248 0.044 0.720 1.000 0.220 -0.100 -0.037 -0.275 0.016 -0.124 -0.016 -0.003 0.154 -0.051 0.013 0.038 -0.103 -0.005 0.049 0.051 -0.337 0.052 -0.002 | -| rho_p | -0.043 0.053 0.120 0.120 0.220 1.000 -0.001 -0.038 -0.032 -0.006 0.242 -0.041 -0.001 0.061 0.088 -0.009 0.024 -0.183 -0.003 0.305 0.004 -0.362 0.053 -0.009 | -| p3770_s | -0.141 0.073 0.004 -0.109 -0.100 -0.001 1.000 0.168 0.316 -0.010 0.051 0.342 -0.002 -0.050 -0.008 -0.000 0.249 -0.087 0.009 0.001 -0.200 -0.015 -0.000 0.001 | -| DDstar_p | 0.165 0.168 0.003 -0.172 -0.037 -0.038 0.168 1.000 0.496 0.011 0.021 -0.131 -0.004 -0.151 -0.002 -0.009 0.385 -0.183 0.018 -0.005 0.215 0.008 0.017 -0.002 | -| jpsi_p | 0.181 0.103 -0.007 -0.306 -0.275 -0.032 0.316 0.496 1.000 -0.008 0.054 0.334 -0.002 -0.238 -0.017 -0.025 0.334 -0.097 0.020 -0.012 0.242 0.015 -0.074 0.009 | -| DDstar_s | -0.024 0.010 -0.001 0.003 0.016 -0.006 -0.010 0.011 -0.008 1.000 -0.000 -0.007 -0.000 0.007 -0.000 -0.002 -0.000 -0.035 -0.001 -0.002 0.001 0.002 0.005 -0.000 | -| bplus_0 | 0.025 0.035 0.013 0.011 -0.124 0.242 0.051 0.021 0.054 -0.000 1.000 0.011 -0.001 0.001 -0.019 -0.003 0.053 -0.900 0.001 0.072 0.014 0.034 0.019 0.008 | -| Dbar_p | 0.196 0.126 0.002 0.324 -0.016 -0.041 0.342 -0.131 0.334 -0.007 0.011 1.000 -0.004 -0.195 0.001 0.028 0.334 -0.173 0.012 -0.007 0.343 0.012 -0.005 -0.003 | -| p4160_p | -0.002 0.002 -0.000 -0.003 -0.003 -0.001 -0.002 -0.004 -0.002 -0.000 -0.001 -0.004 1.000 0.009 0.000 -0.000 -0.003 0.001 -0.002 -0.000 -0.000 0.002 -0.005 0.000 | -| p4040_s | -0.219 -0.204 0.005 0.327 0.154 0.061 -0.050 -0.151 -0.238 0.007 0.001 -0.195 0.009 1.000 -0.007 0.002 -0.310 0.096 -0.016 0.014 0.048 -0.047 0.077 0.000 | -| phi_s | -0.002 -0.016 0.670 -0.029 -0.051 0.088 -0.008 -0.002 -0.017 -0.000 -0.019 0.001 0.000 -0.007 1.000 0.001 -0.015 0.024 0.000 0.027 -0.008 -0.111 -0.008 -0.015 | -| Dbar_s | -0.049 0.015 -0.002 0.033 0.013 -0.009 -0.000 -0.009 -0.025 -0.002 -0.003 0.028 -0.000 0.002 0.001 1.000 0.005 -0.030 -0.001 -0.002 0.004 0.006 0.001 -0.000 | -| p4040_p | 0.227 0.084 0.009 0.032 0.038 0.024 0.249 0.385 0.334 -0.000 0.053 0.334 -0.003 -0.310 -0.015 0.005 1.000 -0.146 0.002 0.007 0.071 -0.051 0.114 0.000 | -| bplus_1 | -0.117 -0.175 -0.004 -0.178 -0.103 -0.183 -0.087 -0.183 -0.097 -0.035 -0.900 -0.173 0.001 0.096 0.024 -0.030 -0.146 1.000 -0.009 -0.059 -0.094 -0.044 0.085 -0.007 | -| p4160_s | 0.013 0.015 -0.000 -0.014 -0.005 -0.003 0.009 0.018 0.020 -0.001 0.001 0.012 -0.002 -0.016 0.000 -0.001 0.002 -0.009 1.000 -0.001 0.005 0.002 -0.001 0.000 | -| omega_p | -0.011 0.013 0.030 0.031 0.049 0.305 0.001 -0.005 -0.012 -0.002 0.072 -0.007 -0.000 0.014 0.027 -0.002 0.007 -0.059 -0.001 1.000 0.001 0.133 0.013 -0.748 | -| psi2s_p | 0.124 0.022 0.003 0.274 0.051 0.004 -0.200 0.215 0.242 0.001 0.014 0.343 -0.000 0.048 -0.008 0.004 0.071 -0.094 0.005 0.001 1.000 -0.020 0.037 0.001 | -| rho_s | 0.040 -0.083 -0.120 -0.147 -0.337 -0.362 -0.015 0.008 0.015 0.002 0.034 0.012 0.002 -0.047 -0.111 0.006 -0.051 -0.044 0.002 0.133 -0.020 1.000 -0.044 -0.037 | -| p4415_s | -0.057 -0.059 0.007 0.237 0.052 0.053 -0.000 0.017 -0.074 0.005 0.019 -0.005 -0.005 0.077 -0.008 0.001 0.114 0.085 -0.001 0.013 0.037 -0.044 1.000 0.000 | -| omega_s | 0.002 -0.001 0.015 -0.001 -0.002 -0.009 0.001 -0.002 0.009 -0.000 0.008 -0.003 0.000 0.000 -0.015 -0.000 0.000 -0.007 0.000 -0.748 0.001 -0.037 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10279111977023536}), (, {'error': 0.4066488193440718}), (, {'error': 0.24874309660757365}), (, {'error': 0.20978895604087988}), (, {'error': 0.07916592372531173}), (, {'error': 0.48565402432823346}), (, {'error': 0.2465020053071525}), (, {'error': 0.3615840047354657}), (, {'error': 0.03312245383478096}), (, {'error': 0.01606151784388468}), (, {'error': 0.01666160179606302}), (, {'error': 0.38627530368345564}), (, {'error': 0.010524864793843847}), (, {'error': 0.17638195259874423}), (, {'error': 1.089749015562031}), (, {'error': 0.021648419819351505}), (, {'error': 0.12350674814212814}), (, {'error': 0.03084696014693533}), (, {'error': 0.016873255698325818}), (, {'error': 0.2736737981697215}), (, {'error': 0.03461390641504192}), (, {'error': 0.34678154579930615}), (, {'error': 0.18828816519416025}), (, {'error': 4.555793511471829})]) -Toy 22/25 -Time taken: 2 h, 15 min -Projected time left: 18 min, 24 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1967 (1967 total) | -| EDM = 0.000692 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297289.52204238466 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.17 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.41 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.83 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.14 | 0.06 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.237 | 0.026 | | | -2 | 2 | | -| 5 | rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.38 | 0.18 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.2 | 8.9 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.63 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.005 | 0.432 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.455 | 0.004 | | | -2 | 2 | | -| 11| Dbar_p | 0.06 | 0.40 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | -2.15 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.11 | 0.16 | | |0.00501244| 2.01499 | | -| 14| phi_s | 15.8 | 0.5 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.20 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.904 | 0.008 | | | -2 | 2 | | -| 18| p4160_s | 2.39 | 0.11 | | | 0.71676 | 3.68324 | | -| 19| omega_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.65 | 0.17 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.19 | 0.11 | | |0.126447 | 2.35355 | | -| 23| omega_s | 7.0 | 0.5 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.357 0.031 -0.025 -0.186 0.048 0.251 -0.445 0.414 -0.445 -0.357 0.386 0.389 0.391 0.020 0.456 0.076 -0.359 0.318 0.007 0.376 -0.028 0.209 0.019 | -| p4415_p | 0.357 1.000 0.059 -0.007 -0.350 0.105 0.574 -0.786 0.727 -0.786 -0.646 0.748 0.680 0.668 0.031 0.753 0.129 -0.647 0.539 0.014 0.659 -0.054 0.363 0.035 | -| phi_p | 0.031 0.059 1.000 -0.008 -0.018 0.031 0.055 -0.074 0.069 -0.074 -0.055 0.070 0.062 0.065 0.213 0.069 0.008 -0.056 0.054 0.003 0.064 -0.003 0.036 -0.012 | -| Ctt | -0.025 -0.007 -0.008 1.000 0.162 -0.028 -0.032 0.020 -0.045 0.020 0.003 -0.058 -0.077 0.004 0.007 -0.056 -0.121 0.001 0.037 -0.002 0.035 0.010 0.080 -0.001 | -| bplus_2 | -0.186 -0.350 -0.018 0.162 1.000 0.035 -0.334 0.470 -0.433 0.470 0.351 -0.430 -0.369 -0.399 -0.056 -0.419 -0.030 0.350 -0.325 -0.002 -0.413 0.011 -0.266 -0.028 | -| rho_p | 0.048 0.105 0.031 -0.028 0.035 1.000 0.097 -0.129 0.122 -0.129 -0.079 0.121 0.108 0.116 0.050 0.113 0.014 -0.077 0.096 -0.013 0.113 0.059 0.060 0.120 | -| p3770_s | 0.251 0.574 0.055 -0.032 -0.334 0.097 1.000 -0.723 0.682 -0.723 -0.594 0.659 0.595 0.629 0.027 0.691 0.046 -0.595 0.525 0.013 0.573 -0.052 0.357 0.032 | -| DDstar_p | -0.445 -0.786 -0.074 0.020 0.470 -0.129 -0.723 1.000 -0.923 0.995 0.827 -0.954 -0.822 -0.856 -0.042 -0.973 -0.108 0.827 -0.715 -0.017 -0.845 0.067 -0.489 -0.045 | -| jpsi_p | 0.414 0.727 0.069 -0.045 -0.433 0.122 0.682 -0.923 1.000 -0.923 -0.756 0.864 0.766 0.793 0.034 0.892 0.104 -0.757 0.658 0.016 0.793 -0.063 0.446 0.040 | -| DDstar_s | -0.445 -0.786 -0.074 0.020 0.470 -0.129 -0.723 0.995 -0.923 1.000 0.827 -0.954 -0.822 -0.856 -0.042 -0.973 -0.108 0.827 -0.715 -0.017 -0.845 0.067 -0.489 -0.045 | -| bplus_0 | -0.357 -0.646 -0.055 0.003 0.351 -0.079 -0.594 0.827 -0.756 0.827 1.000 -0.790 -0.695 -0.700 -0.045 -0.771 -0.115 0.630 -0.571 -0.013 -0.695 0.069 -0.367 -0.040 | -| Dbar_p | 0.386 0.748 0.070 -0.058 -0.430 0.121 0.659 -0.954 0.864 -0.954 -0.790 1.000 0.761 0.812 0.039 0.931 0.066 -0.791 0.689 0.016 0.791 -0.064 0.477 0.043 | -| p4160_p | 0.389 0.680 0.062 -0.077 -0.369 0.108 0.595 -0.822 0.766 -0.822 -0.695 0.761 1.000 0.665 0.034 0.796 0.129 -0.696 0.579 0.014 0.694 -0.057 0.430 0.037 | -| p4040_s | 0.391 0.668 0.065 0.004 -0.399 0.116 0.629 -0.856 0.793 -0.856 -0.700 0.812 0.665 1.000 0.033 0.816 0.089 -0.700 0.616 0.015 0.710 -0.060 0.437 0.038 | -| phi_s | 0.020 0.031 0.213 0.007 -0.056 0.050 0.027 -0.042 0.034 -0.042 -0.045 0.039 0.034 0.033 1.000 0.044 0.004 -0.044 0.027 0.003 0.034 -0.002 0.020 0.014 | -| Dbar_s | 0.456 0.753 0.069 -0.056 -0.419 0.113 0.691 -0.973 0.892 -0.973 -0.771 0.931 0.796 0.816 0.044 1.000 0.103 -0.770 0.679 0.016 0.815 -0.060 0.470 0.044 | -| p4040_p | 0.076 0.129 0.008 -0.121 -0.030 0.014 0.046 -0.108 0.104 -0.108 -0.115 0.066 0.129 0.089 0.004 0.103 1.000 -0.117 0.190 0.002 0.084 -0.008 0.064 0.005 | -| bplus_1 | -0.359 -0.647 -0.056 0.001 0.350 -0.077 -0.595 0.827 -0.757 0.827 0.630 -0.791 -0.696 -0.700 -0.044 -0.770 -0.117 1.000 -0.572 -0.012 -0.695 0.055 -0.365 -0.039 | -| p4160_s | 0.318 0.539 0.054 0.037 -0.325 0.096 0.525 -0.715 0.658 -0.715 -0.571 0.689 0.579 0.616 0.027 0.679 0.190 -0.572 1.000 0.012 0.591 -0.050 0.401 0.032 | -| omega_p | 0.007 0.014 0.003 -0.002 -0.002 -0.013 0.013 -0.017 0.016 -0.017 -0.013 0.016 0.014 0.015 0.003 0.016 0.002 -0.012 0.012 1.000 0.015 0.024 0.008 0.106 | -| psi2s_p | 0.376 0.659 0.064 0.035 -0.413 0.113 0.573 -0.845 0.793 -0.845 -0.695 0.791 0.694 0.710 0.034 0.815 0.084 -0.695 0.591 0.015 1.000 -0.058 0.409 0.038 | -| rho_s | -0.028 -0.054 -0.003 0.010 0.011 0.059 -0.052 0.067 -0.063 0.067 0.069 -0.064 -0.057 -0.060 -0.002 -0.060 -0.008 0.055 -0.050 0.024 -0.058 1.000 -0.031 -0.211 | -| p4415_s | 0.209 0.363 0.036 0.080 -0.266 0.060 0.357 -0.489 0.446 -0.489 -0.367 0.477 0.430 0.437 0.020 0.470 0.064 -0.365 0.401 0.008 0.409 -0.031 1.000 0.022 | -| omega_s | 0.019 0.035 -0.012 -0.001 -0.028 0.120 0.032 -0.045 0.040 -0.045 -0.040 0.043 0.037 0.038 0.014 0.044 0.005 -0.039 0.032 0.106 0.038 -0.211 0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07431433223483452}), (, {'error': 0.1615317364816269}), (, {'error': 0.10764309685832085}), (, {'error': 0.0593047807166186}), (, {'error': 0.02558659416925335}), (, {'error': 0.3270051633997064}), (, {'error': 0.17635759045141897}), (, {'error': 8.879021921020717}), (, {'error': 0.036596009402026564}), (, {'error': 0.43197744032589513}), (, {'error': 0.004173306672496047}), (, {'error': 0.4026881640009079}), (, {'error': 0.07967069739933308}), (, {'error': 0.1568015357273963}), (, {'error': 0.5176878905815068}), (, {'error': 0.589279564221804}), (, {'error': 0.08579020393195091}), (, {'error': 0.00811845282461654}), (, {'error': 0.11358850326129266}), (, {'error': 0.08113851628060331}), (, {'error': 0.03363282065783402}), (, {'error': 0.17115222069280198}), (, {'error': 0.11236962205595258}), (, {'error': 0.538628784237376})]) -Toy 23/25 -Time taken: 2 h, 24 min -Projected time left: 12 min, 34 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1457 (1457 total) | -| EDM = 7.42E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297312.29377261037 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.78 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.02 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.24 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 5 | rho_p | 0.17 | 0.50 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.86 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | -1.26 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | 4.672 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 10| bplus_0 | 0.420 | 0.017 | | | -2 | 2 | | -| 11| Dbar_p | -4.36 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.23 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.07 | 0.16 | | |0.00501244| 2.01499 | | -| 14| phi_s | 17.7 | 1.4 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 16| p4040_p | 4.27 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | -0.80 | 0.04 | | | -2 | 2 | | -| 18| p4160_s | 2.55 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 0.59 | 0.30 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.923 | 0.032 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | -| 23| omega_s | 8.6 | 1.2 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.076 0.003 -0.252 -0.111 -0.033 -0.235 0.255 0.049 0.021 0.026 0.304 0.234 -0.113 0.004 0.030 0.202 0.126 -0.064 0.012 -0.024 0.020 -0.070 -0.003 | -| p4415_p | 0.076 1.000 -0.016 -0.074 0.187 0.040 -0.019 0.003 -0.019 0.029 0.023 -0.078 0.310 -0.204 -0.027 0.015 0.204 -0.113 -0.217 -0.007 -0.104 0.020 -0.151 -0.009 | -| phi_p | 0.003 -0.016 1.000 -0.018 -0.067 -0.211 -0.012 0.008 0.003 0.001 0.004 -0.002 -0.003 -0.019 0.825 0.001 -0.003 -0.010 -0.020 0.046 -0.006 -0.124 -0.007 -0.030 | -| Ctt | -0.252 -0.074 -0.018 1.000 0.683 0.082 -0.147 -0.109 0.209 -0.002 -0.014 -0.324 -0.406 0.286 -0.039 0.004 -0.362 -0.170 0.265 -0.006 0.195 0.056 0.215 -0.017 | -| bplus_2 | -0.111 0.187 -0.067 0.683 1.000 0.206 -0.084 -0.261 0.100 0.005 0.042 -0.090 -0.072 0.119 -0.117 0.004 -0.081 -0.346 0.145 -0.018 0.000 0.137 -0.040 -0.040 | -| rho_p | -0.033 0.040 -0.211 0.082 0.206 1.000 0.006 -0.055 -0.085 -0.000 -0.193 -0.014 -0.012 0.043 -0.139 0.000 -0.008 0.138 0.044 -0.266 -0.005 0.078 0.005 0.053 | -| p3770_s | -0.235 -0.019 -0.012 -0.147 -0.084 0.006 1.000 0.140 -0.037 0.020 0.045 -0.044 -0.018 0.075 -0.019 0.022 -0.082 0.060 0.016 0.004 -0.402 0.030 0.016 -0.008 | -| DDstar_p | 0.255 0.003 0.008 -0.109 -0.261 -0.055 0.140 1.000 0.161 0.027 -0.008 -0.090 0.233 -0.130 0.012 0.002 0.161 0.391 -0.070 0.028 0.003 0.055 -0.050 -0.002 | -| jpsi_p | 0.049 -0.019 0.003 0.209 0.100 -0.085 -0.037 0.161 1.000 0.050 -0.074 0.206 -0.018 -0.069 0.017 0.043 -0.059 0.079 -0.043 -0.004 -0.025 -0.032 -0.028 -0.010 | -| DDstar_s | 0.021 0.029 0.001 -0.002 0.005 -0.000 0.020 0.027 0.050 1.000 0.000 0.005 0.040 0.009 0.001 -0.001 0.022 -0.002 0.007 0.001 0.023 0.000 0.001 0.000 | -| bplus_0 | 0.026 0.023 0.004 -0.014 0.042 -0.193 0.045 -0.008 -0.074 0.000 1.000 0.015 0.018 0.029 -0.018 0.001 0.015 -0.824 0.041 0.118 -0.006 0.255 0.018 -0.022 | -| Dbar_p | 0.304 -0.078 -0.002 -0.324 -0.090 -0.014 -0.044 -0.090 0.206 0.005 0.015 1.000 0.045 -0.146 -0.006 0.020 -0.001 0.208 -0.082 0.017 -0.023 0.050 0.006 -0.006 | -| p4160_p | 0.234 0.310 -0.003 -0.406 -0.072 -0.012 -0.018 0.233 -0.018 0.040 0.018 0.045 1.000 -0.508 -0.002 0.027 0.371 0.005 -0.187 -0.000 -0.136 -0.001 -0.064 -0.002 | -| p4040_s | -0.113 -0.204 -0.019 0.286 0.119 0.043 0.075 -0.130 -0.069 0.009 0.029 -0.146 -0.508 1.000 -0.032 0.002 -0.192 -0.014 0.200 -0.002 -0.100 0.041 0.188 -0.011 | -| phi_s | 0.004 -0.027 0.825 -0.039 -0.117 -0.139 -0.019 0.012 0.017 0.001 -0.018 -0.006 -0.002 -0.032 1.000 0.000 -0.002 0.009 -0.035 0.048 -0.006 -0.127 -0.012 0.011 | -| Dbar_s | 0.030 0.015 0.001 0.004 0.004 0.000 0.022 0.002 0.043 -0.001 0.001 0.020 0.027 0.002 0.000 1.000 0.019 -0.001 0.002 0.000 0.024 0.001 -0.000 0.000 | -| p4040_p | 0.202 0.204 -0.003 -0.362 -0.081 -0.008 -0.082 0.161 -0.059 0.022 0.015 -0.001 0.371 -0.192 -0.002 0.019 1.000 0.001 0.229 -0.001 -0.185 -0.004 -0.040 -0.002 | -| bplus_1 | 0.126 -0.113 -0.010 -0.170 -0.346 0.138 0.060 0.391 0.079 -0.002 -0.824 0.208 0.005 -0.014 0.009 -0.001 0.001 1.000 0.007 -0.078 0.034 -0.155 0.107 0.015 | -| p4160_s | -0.064 -0.217 -0.020 0.265 0.145 0.044 0.016 -0.070 -0.043 0.007 0.041 -0.082 -0.187 0.200 -0.035 0.002 0.229 0.007 1.000 0.002 -0.077 0.056 0.312 -0.013 | -| omega_p | 0.012 -0.007 0.046 -0.006 -0.018 -0.266 0.004 0.028 -0.004 0.001 0.118 0.017 -0.000 -0.002 0.048 0.000 -0.001 -0.078 0.002 1.000 -0.001 0.301 0.007 0.674 | -| psi2s_p | -0.024 -0.104 -0.006 0.195 0.000 -0.005 -0.402 0.003 -0.025 0.023 -0.006 -0.023 -0.136 -0.100 -0.006 0.024 -0.185 0.034 -0.077 -0.001 1.000 0.007 0.009 -0.005 | -| rho_s | 0.020 0.020 -0.124 0.056 0.137 0.078 0.030 0.055 -0.032 0.000 0.255 0.050 -0.001 0.041 -0.127 0.001 -0.004 -0.155 0.056 0.301 0.007 1.000 0.034 -0.056 | -| p4415_s | -0.070 -0.151 -0.007 0.215 -0.040 0.005 0.016 -0.050 -0.028 0.001 0.018 0.006 -0.064 0.188 -0.012 -0.000 -0.040 0.107 0.312 0.007 0.009 0.034 1.000 -0.005 | -| omega_s | -0.003 -0.009 -0.030 -0.017 -0.040 0.053 -0.008 -0.002 -0.010 0.000 -0.022 -0.006 -0.002 -0.011 0.011 0.000 -0.002 0.015 -0.013 0.674 -0.005 -0.056 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10643172164113124}), (, {'error': 0.15560401364728493}), (, {'error': 0.3162483274670893}), (, {'error': 0.20999429501048583}), (, {'error': 0.07824911148613789}), (, {'error': 0.5017040477877566}), (, {'error': 0.2334599395458774}), (, {'error': 0.3112573005015449}), (, {'error': 0.026069798179778836}), (, {'error': 0.018347067768476444}), (, {'error': 0.017182035720294975}), (, {'error': 0.29882041641555634}), (, {'error': 0.09214720401371945}), (, {'error': 0.16465755643935764}), (, {'error': 1.4035925720399618}), (, {'error': 0.014894128480165386}), (, {'error': 0.17963391934318196}), (, {'error': 0.03664457799301668}), (, {'error': 0.16525356109409728}), (, {'error': 0.3019291465472205}), (, {'error': 0.031604837643991246}), (, {'error': 0.3774618272178376}), (, {'error': 0.18854997139851182}), (, {'error': 1.189823813897716})]) -Toy 24/25 -Time taken: 2 h, 32 min -Projected time left: 6 min, 20 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1336 (1336 total) | -| EDM = 0.000274 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297099.8370950969 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.83 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.10 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.99 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.31 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.22 | 0.07 | | | -2 | 2 | | -| 5 | rho_p | 0.09 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.01 | 0.20 | | |0.918861 | 4.08114 | | -| 7 | DDstar_p | 3.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 8 | jpsi_p | -4.649 | 0.027 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | -| 10| bplus_0 | -0.526 | 0.011 | | | -2 | 2 | | -| 11| Dbar_p | 4 | 4 | | |-6.28319 | 6.28319 | | -| 12| p4160_p | 4.20 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.00 | 0.13 | | |0.00501244| 2.01499 | | -| 14| phi_s | 15.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| Dbar_s | -0.08 | 0.41 | | | -0.3 | 0.3 | | -| 16| p4040_p | -2.56 | 0.16 | | |-6.28319 | 6.28319 | | -| 17| bplus_1 | 0.999 | 0.020 | | | -2 | 2 | | -| 18| p4160_s | 2.33 | 0.14 | | | 0.71676 | 3.68324 | | -| 19| omega_p | 6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| psi2s_p | 1.802 | 0.026 | | |-6.28319 | 6.28319 | | -| 21| rho_s | 1.44 | 0.28 | | |0.0253049| 2.0747 | | -| 22| p4415_s | 1.38 | 0.15 | | |0.126447 | 2.35355 | | -| 23| omega_s | 6.4 | 0.8 | | | 4.19232 | 9.40768 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p p4415_p phi_p Ctt bplus_2 rho_p p3770_s DDstar_p jpsi_p DDstar_s bplus_0 Dbar_p p4160_p p4040_s phi_s Dbar_s p4040_p bplus_1 p4160_s omega_p psi2s_p rho_s p4415_s omega_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.062 0.004 -0.760 -0.590 -0.034 -0.393 -0.774 0.502 -0.729 -0.691 -0.830 0.284 -0.123 -0.050 -0.856 -0.298 -0.690 -0.251 0.000 0.090 0.073 0.008 -0.051 | -| p4415_p | -0.062 1.000 0.002 0.069 0.001 0.026 0.091 0.001 0.037 0.054 0.145 0.111 0.204 -0.045 0.002 0.112 0.161 0.151 -0.053 -0.002 0.019 -0.009 -0.029 0.009 | -| phi_p | 0.004 0.002 1.000 -0.007 -0.013 0.055 -0.001 -0.009 0.003 -0.007 -0.010 -0.006 0.003 0.003 0.511 -0.006 -0.001 -0.008 0.001 -0.003 0.002 0.032 0.001 -0.017 | -| Ctt | -0.760 0.069 -0.007 1.000 0.467 0.030 0.297 0.817 -0.580 0.790 0.723 0.886 -0.333 0.199 0.048 0.880 0.299 0.721 0.324 0.001 0.012 -0.081 0.059 0.050 | -| bplus_2 | -0.590 0.001 -0.013 0.467 1.000 -0.099 0.239 0.606 -0.354 0.594 0.487 0.683 -0.213 0.096 0.088 0.678 0.261 0.486 0.169 0.007 -0.026 -0.104 0.027 0.041 | -| rho_p | -0.034 0.026 0.055 0.030 -0.099 1.000 0.031 0.027 -0.001 0.024 0.018 0.034 0.000 0.023 0.085 0.035 0.027 0.001 0.032 0.007 0.002 0.199 0.001 0.324 | -| p3770_s | -0.393 0.091 -0.001 0.297 0.239 0.031 1.000 0.269 -0.098 0.304 0.301 0.377 -0.061 0.167 0.012 0.352 0.139 0.299 0.150 -0.001 -0.214 -0.033 0.016 0.022 | -| DDstar_p | -0.774 0.001 -0.009 0.817 0.606 0.027 0.269 1.000 -0.681 0.874 0.682 0.925 -0.341 0.020 0.047 0.903 0.320 0.676 0.212 0.002 -0.178 -0.077 -0.063 0.049 | -| jpsi_p | 0.502 0.037 0.003 -0.580 -0.354 -0.001 -0.098 -0.681 1.000 -0.584 -0.448 -0.569 0.289 0.008 -0.048 -0.587 -0.172 -0.438 -0.145 -0.000 0.198 0.052 0.018 -0.037 | -| DDstar_s | -0.729 0.054 -0.007 0.790 0.594 0.024 0.304 0.874 -0.584 1.000 0.653 0.883 -0.247 0.047 0.047 0.878 0.355 0.647 0.217 0.001 -0.120 -0.074 -0.068 0.048 | -| bplus_0 | -0.691 0.145 -0.010 0.723 0.487 0.018 0.301 0.682 -0.448 0.653 1.000 0.807 -0.141 0.099 0.062 0.821 0.377 0.553 0.221 0.001 -0.042 -0.115 -0.081 0.060 | -| Dbar_p | -0.830 0.111 -0.006 0.886 0.683 0.034 0.377 0.925 -0.569 0.883 0.807 1.000 -0.251 0.122 0.058 0.978 0.428 0.802 0.290 0.000 -0.070 -0.090 -0.034 0.059 | -| p4160_p | 0.284 0.204 0.003 -0.333 -0.213 0.000 -0.061 -0.341 0.289 -0.247 -0.141 -0.251 1.000 -0.268 -0.014 -0.274 -0.029 -0.138 -0.100 -0.001 0.054 0.018 0.083 -0.012 | -| p4040_s | -0.123 -0.045 0.003 0.199 0.096 0.023 0.167 0.020 0.008 0.047 0.099 0.122 -0.268 1.000 0.001 0.141 0.017 0.101 0.007 -0.002 0.017 -0.007 0.074 0.008 | -| phi_s | -0.050 0.002 0.511 0.048 0.088 0.085 0.012 0.047 -0.048 0.047 0.062 0.058 -0.014 0.001 1.000 0.059 0.021 0.055 0.007 -0.011 -0.005 0.047 -0.006 0.026 | -| Dbar_s | -0.856 0.112 -0.006 0.880 0.678 0.035 0.352 0.903 -0.587 0.878 0.821 0.978 -0.274 0.141 0.059 1.000 0.411 0.817 0.305 0.000 -0.085 -0.091 -0.021 0.060 | -| p4040_p | -0.298 0.161 -0.001 0.299 0.261 0.027 0.139 0.320 -0.172 0.355 0.377 0.428 -0.029 0.017 0.021 0.411 1.000 0.378 0.375 -0.001 -0.084 -0.040 0.049 0.027 | -| bplus_1 | -0.690 0.151 -0.008 0.721 0.486 0.001 0.299 0.676 -0.438 0.647 0.553 0.802 -0.138 0.101 0.055 0.817 0.378 1.000 0.221 0.001 -0.042 -0.089 -0.082 0.048 | -| p4160_s | -0.251 -0.053 0.001 0.324 0.169 0.032 0.150 0.212 -0.145 0.217 0.221 0.290 -0.100 0.007 0.007 0.305 0.375 0.221 1.000 -0.001 -0.043 -0.020 0.176 0.017 | -| omega_p | 0.000 -0.002 -0.003 0.001 0.007 0.007 -0.001 0.002 -0.000 0.001 0.001 0.000 -0.001 -0.002 -0.011 0.000 -0.001 0.001 -0.001 1.000 -0.001 0.037 -0.000 -0.258 | -| psi2s_p | 0.090 0.019 0.002 0.012 -0.026 0.002 -0.214 -0.178 0.198 -0.120 -0.042 -0.070 0.054 0.017 -0.005 -0.085 -0.084 -0.042 -0.043 -0.001 1.000 0.006 0.017 -0.004 | -| rho_s | 0.073 -0.009 0.032 -0.081 -0.104 0.199 -0.033 -0.077 0.052 -0.074 -0.115 -0.090 0.018 -0.007 0.047 -0.091 -0.040 -0.089 -0.020 0.037 0.006 1.000 0.008 -0.198 | -| p4415_s | 0.008 -0.029 0.001 0.059 0.027 0.001 0.016 -0.063 0.018 -0.068 -0.081 -0.034 0.083 0.074 -0.006 -0.021 0.049 -0.082 0.176 -0.000 0.017 0.008 1.000 -0.004 | -| omega_s | -0.051 0.009 -0.017 0.050 0.041 0.324 0.022 0.049 -0.037 0.048 0.060 0.059 -0.012 0.008 0.026 0.060 0.027 0.048 0.017 -0.258 -0.004 -0.198 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.155383798235037}), (, {'error': 0.1317562368724965}), (, {'error': 0.1756250442897862}), (, {'error': 0.21282129993150212}), (, {'error': 0.06974488598199513}), (, {'error': 0.18366582539992793}), (, {'error': 0.19956988669173992}), (, {'error': 0.926527204799668}), (, {'error': 0.02672754374523212}), (, {'error': 0.5041199254860006}), (, {'error': 0.010633156201060201}), (, {'error': 3.9339164877331894}), (, {'error': 0.07652978550406608}), (, {'error': 0.13270650383450805}), (, {'error': 0.8267843104341459}), (, {'error': 0.40982698259418154}), (, {'error': 0.15922304952391708}), (, {'error': 0.02012552005072843}), (, {'error': 0.1355749183550483}), (, {'error': 0.2617430261824678}), (, {'error': 0.026263814663591845}), (, {'error': 0.2795220468858113}), (, {'error': 0.14898634988910087}), (, {'error': 0.8046262559978614})]) -Toy 25/25 -Time taken: 2 h, 39 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.532099475408859 -Mean Ctt error = 0.19052155801668327 -95 Sensitivy = 0.0003049070981804771 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247863.out b/finished fits/ff1data1/slurm-2247863.out deleted file mode 100644 index a62ee4a..0000000 --- a/finished fits/ff1data1/slurm-2247863.out +++ /dev/null @@ -1,5445 +0,0 @@ -Simulation starting -2019-09-05 16:52:50.636873: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 16:52:54.045246: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:96:00.0 -2019-09-05 16:52:54.046002: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:54.050833: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:54.054721: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:54.055549: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:54.059071: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:54.061655: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:54.068695: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:54.137849: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:54.139445: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 16:52:54.152845: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 16:52:54.153131: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55cd7eca00c0 executing computations on platform Host. Devices: -2019-09-05 16:52:54.153165: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 16:52:54.182288: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:96:00.0 -2019-09-05 16:52:54.182481: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:54.182519: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 16:52:54.182545: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 16:52:54.182571: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 16:52:54.182596: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 16:52:54.182622: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 16:52:54.182648: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 16:52:54.243768: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 16:52:54.243979: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 16:52:55.452235: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 16:52:55.452303: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 16:52:55.452320: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 16:52:55.488935: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:96:00.0, compute capability: 3.7) -2019-09-05 16:52:55.492813: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55cd7f1fc640 executing computations on platform CUDA. Devices: -2019-09-05 16:52:55.492882: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 16:52:57.911685 140331250874112 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 16:52:57.971152 140331250874112 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 16:52:58.477141 140331250874112 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 16:53:32.346902: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 16:53:41.346917 140331250874112 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314811.1671887 Edm = 39.9922 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314811.1671887 Edm = 39.9922 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300357.4193544 Edm = 7.29268 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300324.5048689 Edm = 11.0693 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300306.4458515 Edm = 12.1156 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298152.6680055 Edm = 19.6283 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298135.5076753 Edm = 22.4085 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298107.4448444 Edm = 3.45061 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298104.6558639 Edm = 0.372741 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298102.6239799 Edm = 2.332 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298065.4173577 Edm = 25.1603 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297793.1772917 Edm = 18.3478 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297783.5107945 Edm = 3.18305 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297780.7530653 Edm = 0.186706 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297779.2738789 Edm = 0.537287 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297778.1236649 Edm = 0.378149 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297757.3329871 Edm = 17.7722 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297618.9459406 Edm = 7.22128 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297611.8588157 Edm = 2.5521 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297608.9216478 Edm = 0.438252 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297608.4440038 Edm = 0.0476046 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297608.3349302 Edm = 0.0633606 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297606.5344853 Edm = 2.00418 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297602.6534774 Edm = 3.58961 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297463.6261511 Edm = 6.51697 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297456.1871298 Edm = 0.516602 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297455.6585724 Edm = 0.010284 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297455.6368255 Edm = 0.00812745 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297455.5512187 Edm = 0.0739415 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297450.5359075 Edm = 3.78454 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297438.697281 Edm = 6.36196 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297432.7881529 Edm = 1.60622 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297430.0870878 Edm = 0.525966 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297429.5019204 Edm = 0.0814912 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297429.4024708 Edm = 0.00926586 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297429.3322635 Edm = 0.0589817 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297424.4263852 Edm = 4.65201 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297388.4926881 Edm = 7.36139 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297380.5951488 Edm = 0.828314 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297379.2885069 Edm = 0.483479 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297378.1845474 Edm = 0.41974 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297377.455916 Edm = 0.361945 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297377.2506903 Edm = 0.304316 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297376.9154922 Edm = 0.0445062 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297376.8447809 Edm = 0.0129631 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297376.8330957 Edm = 0.00651607 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297376.8166496 Edm = 0.0188548 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297376.4962996 Edm = 0.269433 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297356.6279254 Edm = 14.6801 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297356.0238097 Edm = 0.914903 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297354.0234091 Edm = 1.61161 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297346.5531696 Edm = 3.3056 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297339.0562464 Edm = 1.3108 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297336.9212938 Edm = 0.148775 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297336.7350535 Edm = 0.00964796 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297336.7192525 Edm = 0.00393772 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297336.7111039 Edm = 0.00116016 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297336.7038683 Edm = 0.00568223 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297336.5851552 Edm = 0.0739527 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297335.7879653 Edm = 0.7149 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297329.8569638 Edm = 7.5831 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297323.7097262 Edm = 0.555467 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297323.0168441 Edm = 0.0232489 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297322.9865899 Edm = 0.00177475 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297322.983877 Edm = 0.000792542 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297322.9759603 Edm = 0.00571085 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297322.8433091 Edm = 0.114441 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297317.9361415 Edm = 1.24256 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297316.1063594 Edm = 0.119048 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297316.0169354 Edm = 0.00836678 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297316.0064305 Edm = 0.000351288 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297316.0057726 Edm = 0.00028114 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297316.0024014 Edm = 0.00254569 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297315.827445 Edm = 0.135273 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297314.7481238 Edm = 0.128699 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297314.5788013 Edm = 0.0246353 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297314.555066 Edm = 0.00189746 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297314.5528082 Edm = 0.000179667 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297314.5524731 Edm = 8.97062e-05 NCalls = 239 -VariableMetric: Iteration # 78 - FCN = 297314.5483846 Edm = 0.00401044 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297314.5388674 Edm = 0.00906954 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297312.6879367 Edm = 0.464266 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297312.2399969 Edm = 0.0595991 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297312.168042 Edm = 0.00944523 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297312.1594029 Edm = 0.00113899 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297312.1581522 Edm = 0.000102102 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297312.1579231 Edm = 0.000105504 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297312.1536087 Edm = 0.00405553 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297311.6718377 Edm = 0.318067 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297310.809186 Edm = 0.118106 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297310.6144758 Edm = 0.0951461 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297310.5550785 Edm = 0.0434442 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297310.5030535 Edm = 0.00608597 NCalls = 282 -VariableMetric: Iteration # 92 - FCN = 297310.4912527 Edm = 0.001401 NCalls = 284 -VariableMetric: Iteration # 93 - FCN = 297310.4893271 Edm = 0.000226244 NCalls = 286 -VariableMetric: Iteration # 94 - FCN = 297310.4891021 Edm = 9.92073e-05 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297310.4889701 Edm = 6.27691e-05 NCalls = 289 -VariableMetric: After Hessian - FCN = 297310.4889701 Edm = 2866.87 NCalls = 764 -VariableMetric: Iteration # 96 - FCN = 297310.4889701 Edm = 2866.87 NCalls = 764 -VariableMetric: Iteration # 97 - FCN = 297310.2463594 Edm = 2769.94 NCalls = 770 -VariableMetric: Iteration # 98 - FCN = 297309.9606167 Edm = 5.00843 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297309.7684179 Edm = 0.0792505 NCalls = 775 -VariableMetric: Iteration # 100 - FCN = 297309.3343722 Edm = 0.128906 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297309.1980312 Edm = 0.0364196 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297309.0079548 Edm = 0.0208082 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297308.9125279 Edm = 0.0131618 NCalls = 786 -VariableMetric: Iteration # 104 - FCN = 297308.8846311 Edm = 0.00749993 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297308.8496898 Edm = 0.00708613 NCalls = 790 -VariableMetric: Iteration # 106 - FCN = 297308.8285558 Edm = 0.0072931 NCalls = 792 -VariableMetric: Iteration # 107 - FCN = 297308.7993742 Edm = 0.00203519 NCalls = 794 -VariableMetric: Iteration # 108 - FCN = 297308.7913591 Edm = 0.00498298 NCalls = 796 -VariableMetric: Iteration # 109 - FCN = 297308.7504933 Edm = 0.00350046 NCalls = 799 -VariableMetric: Iteration # 110 - FCN = 297308.7306138 Edm = 0.0132305 NCalls = 802 -VariableMetric: Iteration # 111 - FCN = 297308.6681849 Edm = 0.00472569 NCalls = 804 -VariableMetric: Iteration # 112 - FCN = 297308.6491235 Edm = 0.0121514 NCalls = 806 -VariableMetric: Iteration # 113 - FCN = 297308.5954799 Edm = 0.0164119 NCalls = 808 -VariableMetric: Iteration # 114 - FCN = 297308.5708536 Edm = 0.0134299 NCalls = 811 -VariableMetric: Iteration # 115 - FCN = 297308.4625614 Edm = 0.0457056 NCalls = 814 -VariableMetric: Iteration # 116 - FCN = 297308.3764248 Edm = 0.0221275 NCalls = 816 -VariableMetric: Iteration # 117 - FCN = 297308.331417 Edm = 0.0591413 NCalls = 819 -VariableMetric: Iteration # 118 - FCN = 297308.2490347 Edm = 0.0591765 NCalls = 822 -VariableMetric: Iteration # 119 - FCN = 297308.1480599 Edm = 0.0608128 NCalls = 826 -VariableMetric: Iteration # 120 - FCN = 297308.0146194 Edm = 0.0665925 NCalls = 829 -VariableMetric: Iteration # 121 - FCN = 297307.8512805 Edm = 0.188364 NCalls = 831 -VariableMetric: Iteration # 122 - FCN = 297307.7628439 Edm = 0.0651404 NCalls = 834 -VariableMetric: Iteration # 123 - FCN = 297307.3117667 Edm = 0.559921 NCalls = 839 -VariableMetric: Iteration # 124 - FCN = 297306.8955152 Edm = 0.199037 NCalls = 842 -VariableMetric: Iteration # 125 - FCN = 297306.0101753 Edm = 0.606427 NCalls = 846 -VariableMetric: Iteration # 126 - FCN = 297305.3926576 Edm = 1.02602 NCalls = 850 -VariableMetric: Iteration # 127 - FCN = 297304.8048842 Edm = 0.611027 NCalls = 853 -VariableMetric: Iteration # 128 - FCN = 297304.4152893 Edm = 0.284888 NCalls = 855 -VariableMetric: Iteration # 129 - FCN = 297303.8064259 Edm = 0.48308 NCalls = 857 -VariableMetric: Iteration # 130 - FCN = 297303.3337837 Edm = 0.752748 NCalls = 859 -VariableMetric: Iteration # 131 - FCN = 297302.8238912 Edm = 0.345409 NCalls = 862 -VariableMetric: Iteration # 132 - FCN = 297302.6194851 Edm = 0.0850574 NCalls = 864 -VariableMetric: Iteration # 133 - FCN = 297302.3452163 Edm = 0.0907184 NCalls = 866 -VariableMetric: Iteration # 134 - FCN = 297302.1846216 Edm = 0.0925305 NCalls = 869 -VariableMetric: Iteration # 135 - FCN = 297302.1146135 Edm = 0.0181419 NCalls = 871 -VariableMetric: Iteration # 136 - FCN = 297302.07811 Edm = 0.0130183 NCalls = 873 -VariableMetric: Iteration # 137 - FCN = 297302.0389518 Edm = 0.00833793 NCalls = 875 -VariableMetric: Iteration # 138 - FCN = 297302.024564 Edm = 0.00201516 NCalls = 877 -VariableMetric: Iteration # 139 - FCN = 297302.0191471 Edm = 0.00183981 NCalls = 879 -VariableMetric: Iteration # 140 - FCN = 297302.0131924 Edm = 0.0012487 NCalls = 881 -VariableMetric: Iteration # 141 - FCN = 297302.0106981 Edm = 0.000463504 NCalls = 883 -VariableMetric: Iteration # 142 - FCN = 297302.0090428 Edm = 0.000676482 NCalls = 885 -VariableMetric: Iteration # 143 - FCN = 297302.0065261 Edm = 0.000300164 NCalls = 887 -VariableMetric: Iteration # 144 - FCN = 297302.0059763 Edm = 0.000162857 NCalls = 889 -VariableMetric: Iteration # 145 - FCN = 297302.0051352 Edm = 0.000214054 NCalls = 891 -VariableMetric: Iteration # 146 - FCN = 297302.0047972 Edm = 3.45665e-05 NCalls = 893 -VariableMetric: After Hessian - FCN = 297302.0047972 Edm = 0.000182583 NCalls = 1372 -VariableMetric: Iteration # 147 - FCN = 297302.0047972 Edm = 0.000182583 NCalls = 1372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319833.9111499 Edm = 55.38 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319833.9111499 Edm = 55.38 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302617.2840063 Edm = 3.67653 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302596.8411425 Edm = 23.5529 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302587.8647068 Edm = 4.02763 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302317.9435053 Edm = 170.834 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 301120.9563066 Edm = 878.296 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300891.5188192 Edm = 559.638 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 300722.7684228 Edm = 82.9627 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 300686.7579335 Edm = 3.73339 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 300682.9151441 Edm = 0.818147 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 300654.1519391 Edm = 34.6 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 300649.0807904 Edm = 4.51668 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 300446.3102021 Edm = 134.358 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298071.0705423 Edm = 15.11 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 298050.66643 Edm = 0.818842 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 298050.1446449 Edm = 0.968091 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 298049.1123006 Edm = 0.0717978 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 298048.3745999 Edm = 0.688623 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297955.8172257 Edm = 14.9287 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297875.7709062 Edm = 1.13364 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297874.2922353 Edm = 0.0350596 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297874.163129 Edm = 0.0652947 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297858.052478 Edm = 11.825 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297708.6494983 Edm = 7.0924 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297699.5962822 Edm = 1.09036 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297697.7904953 Edm = 0.0961969 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297697.6625626 Edm = 0.0398537 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297696.8642211 Edm = 0.660373 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297687.681583 Edm = 3.76465 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297655.572509 Edm = 21.2119 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297579.7138038 Edm = 6.84496 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297570.7572887 Edm = 0.721068 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297569.7614137 Edm = 0.114376 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297569.6379587 Edm = 0.0249261 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297569.5681531 Edm = 0.0530442 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297568.7568097 Edm = 0.965985 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297568.2890789 Edm = 0.443612 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297567.4960405 Edm = 0.706453 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297533.3922247 Edm = 4.69497 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297530.7533971 Edm = 0.543056 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297530.3077221 Edm = 0.0337998 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297530.2721429 Edm = 0.00479355 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297530.2655235 Edm = 0.00283872 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297530.2543922 Edm = 0.00743874 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297530.1451538 Edm = 0.0979092 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297506.9786592 Edm = 3.8428 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297501.9088699 Edm = 0.159519 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297501.7314297 Edm = 0.019999 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297501.7093118 Edm = 0.00261598 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297501.7058428 Edm = 0.00101544 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297501.6894996 Edm = 0.015512 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297500.862396 Edm = 0.899833 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297488.8575271 Edm = 6.79924 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297476.7435592 Edm = 5.6172 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297473.1839336 Edm = 0.216219 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297472.965527 Edm = 0.0371132 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297472.910795 Edm = 0.0152661 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297472.8849322 Edm = 0.00478102 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297472.8393262 Edm = 0.0392953 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297471.0330885 Edm = 2.47868 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297470.840625 Edm = 0.172649 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297468.7335525 Edm = 1.73311 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297454.6367957 Edm = 1.80186 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297452.1452813 Edm = 0.57283 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297451.464113 Edm = 1.12729 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297450.9998611 Edm = 0.273276 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297450.5545993 Edm = 0.0628819 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297450.4888817 Edm = 0.00933969 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297450.4798746 Edm = 0.00195004 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297450.4750369 Edm = 0.00221335 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297450.4469719 Edm = 0.023064 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297449.071353 Edm = 1.36286 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297443.1701608 Edm = 5.1399 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297441.9515862 Edm = 1.90386 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297437.6789155 Edm = 2.44794 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297432.264823 Edm = 2.22532 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297430.8814954 Edm = 0.491391 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297430.2366104 Edm = 0.130091 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297430.131974 Edm = 0.0370688 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297430.1063238 Edm = 0.00190821 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297430.1039157 Edm = 0.000621116 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297430.0959159 Edm = 0.00772224 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297429.8474717 Edm = 0.210883 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297426.4306593 Edm = 0.300848 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297426.0250151 Edm = 0.0173772 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297426.0014962 Edm = 0.000402138 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297426.0009366 Edm = 0.000202128 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297425.999882 Edm = 0.000828234 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297425.9800594 Edm = 0.0164347 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297425.6206896 Edm = 0.228722 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297421.8107374 Edm = 1.61397 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297419.6747402 Edm = 0.307775 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297419.3458639 Edm = 0.0274848 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297419.3097547 Edm = 0.00715015 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297419.3036068 Edm = 0.00188744 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297419.3007401 Edm = 0.000609854 NCalls = 293 -VariableMetric: Iteration # 96 - FCN = 297419.2989007 Edm = 0.000833242 NCalls = 295 -VariableMetric: Iteration # 97 - FCN = 297419.29189 Edm = 0.00502889 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297418.9106249 Edm = 0.305665 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297413.1084996 Edm = 1.67409 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297411.5235059 Edm = 0.428522 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297411.2081194 Edm = 0.0799221 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297411.1448527 Edm = 0.00697895 NCalls = 312 -VariableMetric: Iteration # 103 - FCN = 297411.1375573 Edm = 0.000450945 NCalls = 314 -VariableMetric: Iteration # 104 - FCN = 297411.137301 Edm = 0.000109472 NCalls = 316 -VariableMetric: Iteration # 105 - FCN = 297411.1370686 Edm = 0.00014339 NCalls = 318 -VariableMetric: Iteration # 106 - FCN = 297411.1335281 Edm = 0.00332648 NCalls = 322 -VariableMetric: Iteration # 107 - FCN = 297411.0217962 Edm = 0.0856746 NCalls = 326 -VariableMetric: Iteration # 108 - FCN = 297409.7537234 Edm = 0.275987 NCalls = 329 -VariableMetric: Iteration # 109 - FCN = 297409.3898175 Edm = 0.00290912 NCalls = 331 -VariableMetric: Iteration # 110 - FCN = 297409.3868536 Edm = 9.39405e-05 NCalls = 332 -VariableMetric: Iteration # 111 - FCN = 297409.3867259 Edm = 2.11143e-05 NCalls = 334 -VariableMetric: After Hessian - FCN = 297409.3867259 Edm = 1023.01 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297409.3867259 Edm = 1023.01 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297407.7443896 Edm = 67.3303 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297407.3783779 Edm = 1.608 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297406.321164 Edm = 0.163605 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297406.0566387 Edm = 0.0255792 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297405.992684 Edm = 0.0147142 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297405.956765 Edm = 0.00910191 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297405.9379083 Edm = 0.00279741 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297405.9331524 Edm = 0.000366636 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297405.9325201 Edm = 7.93726e-05 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297405.9322631 Edm = 0.000102485 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297405.9319614 Edm = 6.77041e-05 NCalls = 847 -VariableMetric: Iteration # 124 - FCN = 297405.9316965 Edm = 0.000108911 NCalls = 849 -VariableMetric: Iteration # 125 - FCN = 297405.9310601 Edm = 0.00022152 NCalls = 852 -VariableMetric: Iteration # 126 - FCN = 297405.9300941 Edm = 9.48628e-05 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297405.9299498 Edm = 1.09271e-05 NCalls = 856 -VariableMetric: After Hessian - FCN = 297405.9299498 Edm = 2.18105e-05 NCalls = 1345 -VariableMetric: Iteration # 128 - FCN = 297405.9299498 Edm = 2.18105e-05 NCalls = 1345 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323316.1842527 Edm = 81.3781 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323316.1842527 Edm = 81.3781 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303409.5225967 Edm = 11.3958 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302394.8160687 Edm = 2951.22 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302183.3088594 Edm = 1145.05 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301993.5055654 Edm = 30.3323 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 301980.8421462 Edm = 1.50147 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 299679.151812 Edm = 107.029 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299679.151812 Edm = 107.029 NCalls = 39 -VariableMetric: After Hessian - FCN = 299679.151812 Edm = 1.22465e+09 NCalls = 512 -VariableMetric: Iteration # 8 - FCN = 299679.151812 Edm = 1.22465e+09 NCalls = 512 -VariableMetric: Iteration # 9 - FCN = 299131.0107646 Edm = 1.00213e+09 NCalls = 523 -VariableMetric: Iteration # 10 - FCN = 298412.1933799 Edm = 427.777 NCalls = 534 -VariableMetric: Iteration # 11 - FCN = 298411.9896002 Edm = 20.9911 NCalls = 536 -VariableMetric: Iteration # 12 - FCN = 298145.3221318 Edm = 223.667 NCalls = 541 -VariableMetric: Iteration # 13 - FCN = 297394.4055018 Edm = 1.18208 NCalls = 544 -VariableMetric: Iteration # 14 - FCN = 297391.3946589 Edm = 0.431204 NCalls = 546 -VariableMetric: Iteration # 15 - FCN = 297361.1591244 Edm = 1.5889 NCalls = 551 -VariableMetric: Iteration # 16 - FCN = 297358.9403633 Edm = 0.1729 NCalls = 553 -VariableMetric: Iteration # 17 - FCN = 297358.4369863 Edm = 0.31737 NCalls = 555 -VariableMetric: Iteration # 18 - FCN = 297337.9830584 Edm = 5.80179 NCalls = 560 -VariableMetric: Iteration # 19 - FCN = 297330.3797036 Edm = 0.0829318 NCalls = 562 -VariableMetric: Iteration # 20 - FCN = 297330.2278494 Edm = 0.0545659 NCalls = 564 -VariableMetric: Iteration # 21 - FCN = 297318.1908338 Edm = 3.78648 NCalls = 570 -VariableMetric: Iteration # 22 - FCN = 297314.6228232 Edm = 0.244277 NCalls = 571 -VariableMetric: Iteration # 23 - FCN = 297314.2028179 Edm = 0.0490399 NCalls = 573 -VariableMetric: Iteration # 24 - FCN = 297313.7968621 Edm = 0.365626 NCalls = 576 -VariableMetric: Iteration # 25 - FCN = 297297.0537462 Edm = 8.27547 NCalls = 583 -VariableMetric: Iteration # 26 - FCN = 297284.1895205 Edm = 1.7562 NCalls = 585 -VariableMetric: Iteration # 27 - FCN = 297282.2473633 Edm = 1.63415 NCalls = 587 -VariableMetric: Iteration # 28 - FCN = 297281.2720377 Edm = 0.66505 NCalls = 589 -VariableMetric: Iteration # 29 - FCN = 297279.5951464 Edm = 0.163609 NCalls = 593 -VariableMetric: Iteration # 30 - FCN = 297279.3022228 Edm = 0.0328074 NCalls = 595 -VariableMetric: Iteration # 31 - FCN = 297279.2690903 Edm = 0.00951029 NCalls = 597 -VariableMetric: Iteration # 32 - FCN = 297279.2140901 Edm = 0.0473042 NCalls = 600 -VariableMetric: Iteration # 33 - FCN = 297276.9401622 Edm = 1.03648 NCalls = 605 -VariableMetric: Iteration # 34 - FCN = 297275.2531286 Edm = 0.202737 NCalls = 607 -VariableMetric: Iteration # 35 - FCN = 297275.0506105 Edm = 0.0117851 NCalls = 608 -VariableMetric: Iteration # 36 - FCN = 297275.0142534 Edm = 0.0233945 NCalls = 610 -VariableMetric: Iteration # 37 - FCN = 297270.8946817 Edm = 3.65886 NCalls = 616 -VariableMetric: Iteration # 38 - FCN = 297250.8041259 Edm = 0.919807 NCalls = 619 -VariableMetric: Iteration # 39 - FCN = 297249.6233942 Edm = 0.153306 NCalls = 621 -VariableMetric: Iteration # 40 - FCN = 297249.3778224 Edm = 0.0487124 NCalls = 624 -VariableMetric: Iteration # 41 - FCN = 297249.2844948 Edm = 0.0225712 NCalls = 626 -VariableMetric: Iteration # 42 - FCN = 297249.2069632 Edm = 0.0677124 NCalls = 630 -VariableMetric: Iteration # 43 - FCN = 297249.0302466 Edm = 0.104515 NCalls = 636 -VariableMetric: Iteration # 44 - FCN = 297249.0234525 Edm = 0.0128398 NCalls = 638 -VariableMetric: Iteration # 45 - FCN = 297248.93399 Edm = 0.108433 NCalls = 642 -VariableMetric: Iteration # 46 - FCN = 297248.2559828 Edm = 0.674974 NCalls = 647 -VariableMetric: Iteration # 47 - FCN = 297246.857329 Edm = 1.62089 NCalls = 653 -VariableMetric: Iteration # 48 - FCN = 297246.6399736 Edm = 0.41249 NCalls = 658 -VariableMetric: Iteration # 49 - FCN = 297245.9133426 Edm = 0.841059 NCalls = 663 -VariableMetric: Iteration # 50 - FCN = 297245.5993142 Edm = 0.252032 NCalls = 668 -VariableMetric: Iteration # 51 - FCN = 297244.0941629 Edm = 2.34897 NCalls = 672 -VariableMetric: Iteration # 52 - FCN = 297241.1425683 Edm = 0.744576 NCalls = 676 -VariableMetric: Iteration # 53 - FCN = 297239.6898079 Edm = 0.287133 NCalls = 678 -VariableMetric: Iteration # 54 - FCN = 297239.3069621 Edm = 0.226323 NCalls = 680 -VariableMetric: Iteration # 55 - FCN = 297238.8796597 Edm = 0.155866 NCalls = 683 -VariableMetric: Iteration # 56 - FCN = 297238.1333467 Edm = 0.429378 NCalls = 685 -VariableMetric: Iteration # 57 - FCN = 297236.3356151 Edm = 0.318508 NCalls = 687 -VariableMetric: Iteration # 58 - FCN = 297235.8201467 Edm = 0.0815027 NCalls = 689 -VariableMetric: Iteration # 59 - FCN = 297235.7493984 Edm = 0.00650047 NCalls = 691 -VariableMetric: Iteration # 60 - FCN = 297235.7407099 Edm = 0.00293175 NCalls = 693 -VariableMetric: Iteration # 61 - FCN = 297235.6785653 Edm = 0.0337942 NCalls = 697 -VariableMetric: Iteration # 62 - FCN = 297235.4733523 Edm = 0.158136 NCalls = 700 -VariableMetric: Iteration # 63 - FCN = 297233.0714954 Edm = 2.09678 NCalls = 703 -VariableMetric: Iteration # 64 - FCN = 297229.844818 Edm = 0.404407 NCalls = 707 -VariableMetric: Iteration # 65 - FCN = 297229.521199 Edm = 0.0723956 NCalls = 709 -VariableMetric: Iteration # 66 - FCN = 297229.4462182 Edm = 0.0183226 NCalls = 711 -VariableMetric: Iteration # 67 - FCN = 297229.4001218 Edm = 0.0169297 NCalls = 713 -VariableMetric: Iteration # 68 - FCN = 297229.2234202 Edm = 0.155323 NCalls = 716 -VariableMetric: Iteration # 69 - FCN = 297219.6977419 Edm = 6.75992 NCalls = 722 -VariableMetric: Iteration # 70 - FCN = 297210.8206746 Edm = 3.83374 NCalls = 725 -VariableMetric: Iteration # 71 - FCN = 297206.6274223 Edm = 1.61751 NCalls = 727 -VariableMetric: Iteration # 72 - FCN = 297205.1491458 Edm = 0.306413 NCalls = 729 -VariableMetric: Iteration # 73 - FCN = 297204.722792 Edm = 0.178911 NCalls = 731 -VariableMetric: Iteration # 74 - FCN = 297204.5620526 Edm = 0.193544 NCalls = 734 -VariableMetric: Iteration # 75 - FCN = 297204.3471113 Edm = 0.157441 NCalls = 737 -VariableMetric: Iteration # 76 - FCN = 297204.0556555 Edm = 0.169663 NCalls = 740 -VariableMetric: Iteration # 77 - FCN = 297203.8658128 Edm = 0.0915069 NCalls = 741 -VariableMetric: Iteration # 78 - FCN = 297203.7387151 Edm = 0.0922307 NCalls = 744 -VariableMetric: Iteration # 79 - FCN = 297203.6005107 Edm = 0.0461483 NCalls = 747 -VariableMetric: Iteration # 80 - FCN = 297203.5101964 Edm = 0.0655836 NCalls = 750 -VariableMetric: Iteration # 81 - FCN = 297203.4496853 Edm = 0.0156203 NCalls = 752 -VariableMetric: Iteration # 82 - FCN = 297203.420516 Edm = 0.00893543 NCalls = 754 -VariableMetric: Iteration # 83 - FCN = 297203.4098345 Edm = 0.00399209 NCalls = 756 -VariableMetric: Iteration # 84 - FCN = 297203.396902 Edm = 0.0056219 NCalls = 758 -VariableMetric: Iteration # 85 - FCN = 297203.3310051 Edm = 0.0486552 NCalls = 761 -VariableMetric: Iteration # 86 - FCN = 297202.9225418 Edm = 0.412795 NCalls = 764 -VariableMetric: Iteration # 87 - FCN = 297202.8423042 Edm = 0.153102 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297201.0547925 Edm = 1.18575 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297197.069157 Edm = 0.46115 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297196.9162332 Edm = 0.0356226 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297196.8802623 Edm = 0.00141703 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297196.8779333 Edm = 0.000781249 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 297196.867797 Edm = 0.00505043 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297196.8605563 Edm = 0.000752626 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297196.8594666 Edm = 0.000380576 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297196.8561416 Edm = 0.00367432 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297196.8234557 Edm = 0.0269099 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297195.2397897 Edm = 1.1342 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297194.5244737 Edm = 0.235652 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297194.2816368 Edm = 0.086852 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297194.2399674 Edm = 0.0189109 NCalls = 806 -VariableMetric: Iteration # 102 - FCN = 297194.1578887 Edm = 0.0243672 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297194.13016 Edm = 0.0244193 NCalls = 811 -VariableMetric: Iteration # 104 - FCN = 297194.1163446 Edm = 0.00167036 NCalls = 813 -VariableMetric: Iteration # 105 - FCN = 297194.1141215 Edm = 0.000298324 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297194.1131777 Edm = 0.000379527 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297194.1097474 Edm = 0.00231954 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297194.0639729 Edm = 0.0405053 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297191.9755185 Edm = 1.66501 NCalls = 829 -VariableMetric: Iteration # 110 - FCN = 297189.8677802 Edm = 2.40809 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297187.5186615 Edm = 1.04328 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297187.1448957 Edm = 0.178835 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297186.9416335 Edm = 0.0135647 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297186.9251488 Edm = 0.00467101 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297186.9179818 Edm = 0.00348896 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297186.9105662 Edm = 0.00443667 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297186.9063701 Edm = 0.00297794 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297186.9035851 Edm = 0.000838739 NCalls = 850 -VariableMetric: Iteration # 119 - FCN = 297186.9022175 Edm = 0.000614442 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297186.9008995 Edm = 0.000994287 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 297186.8995588 Edm = 0.000558354 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297186.8988498 Edm = 0.00113603 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297186.8973065 Edm = 0.00217472 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297186.8941003 Edm = 0.0043784 NCalls = 870 -VariableMetric: Iteration # 125 - FCN = 297186.8914811 Edm = 0.00504007 NCalls = 874 -VariableMetric: Iteration # 126 - FCN = 297186.8825804 Edm = 0.0134263 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297186.8768374 Edm = 0.00602484 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297186.876471 Edm = 0.000599377 NCalls = 885 -VariableMetric: Iteration # 129 - FCN = 297186.8660318 Edm = 0.00490605 NCalls = 889 -VariableMetric: Iteration # 130 - FCN = 297186.8549118 Edm = 0.00550671 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297186.8434987 Edm = 0.0151953 NCalls = 896 -VariableMetric: Iteration # 132 - FCN = 297186.8387195 Edm = 0.00154774 NCalls = 898 -VariableMetric: Iteration # 133 - FCN = 297186.8355541 Edm = 0.000303283 NCalls = 900 -VariableMetric: Iteration # 134 - FCN = 297186.8350449 Edm = 0.000218853 NCalls = 902 -VariableMetric: Iteration # 135 - FCN = 297186.8342162 Edm = 0.00077267 NCalls = 905 -VariableMetric: Iteration # 136 - FCN = 297186.8122524 Edm = 0.0202446 NCalls = 911 -VariableMetric: Iteration # 137 - FCN = 297186.6052499 Edm = 0.298444 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297186.5149133 Edm = 0.251524 NCalls = 919 -VariableMetric: Iteration # 139 - FCN = 297185.8265621 Edm = 0.347856 NCalls = 925 -VariableMetric: Iteration # 140 - FCN = 297185.5419578 Edm = 0.122179 NCalls = 927 -VariableMetric: Iteration # 141 - FCN = 297185.4843907 Edm = 0.00450738 NCalls = 929 -VariableMetric: Iteration # 142 - FCN = 297185.479668 Edm = 0.00044837 NCalls = 931 -VariableMetric: Iteration # 143 - FCN = 297185.4788716 Edm = 0.000274712 NCalls = 933 -VariableMetric: Iteration # 144 - FCN = 297185.4777326 Edm = 0.000211872 NCalls = 935 -VariableMetric: Iteration # 145 - FCN = 297185.4773742 Edm = 3.99711e-05 NCalls = 937 -VariableMetric: After Hessian - FCN = 297185.4773742 Edm = 3.39982 NCalls = 1420 -VariableMetric: Iteration # 146 - FCN = 297185.4773742 Edm = 3.39982 NCalls = 1420 -VariableMetric: Iteration # 147 - FCN = 297185.3377864 Edm = 6.8905 NCalls = 1422 -VariableMetric: Iteration # 148 - FCN = 297184.8164376 Edm = 0.141698 NCalls = 1423 -VariableMetric: Iteration # 149 - FCN = 297184.6225391 Edm = 0.322783 NCalls = 1426 -VariableMetric: Iteration # 150 - FCN = 297184.5001417 Edm = 0.102245 NCalls = 1429 -VariableMetric: Iteration # 151 - FCN = 297184.4254038 Edm = 0.141084 NCalls = 1432 -VariableMetric: Iteration # 152 - FCN = 297184.332525 Edm = 0.0543883 NCalls = 1435 -VariableMetric: Iteration # 153 - FCN = 297184.2474151 Edm = 0.0538612 NCalls = 1438 -VariableMetric: Iteration # 154 - FCN = 297184.1002339 Edm = 0.159391 NCalls = 1442 -VariableMetric: Iteration # 155 - FCN = 297183.9694336 Edm = 0.237817 NCalls = 1445 -VariableMetric: Iteration # 156 - FCN = 297183.8613032 Edm = 0.125594 NCalls = 1447 -VariableMetric: Iteration # 157 - FCN = 297183.7869136 Edm = 0.632552 NCalls = 1450 -VariableMetric: Iteration # 158 - FCN = 297183.6148894 Edm = 0.337003 NCalls = 1453 -VariableMetric: Iteration # 159 - FCN = 297183.1094932 Edm = 0.79436 NCalls = 1459 -VariableMetric: Iteration # 160 - FCN = 297182.8216795 Edm = 0.562423 NCalls = 1464 -VariableMetric: Iteration # 161 - FCN = 297182.5455114 Edm = 0.498744 NCalls = 1469 -VariableMetric: Iteration # 162 - FCN = 297182.4620095 Edm = 0.383999 NCalls = 1472 -VariableMetric: Iteration # 163 - FCN = 297181.7099996 Edm = 0.554452 NCalls = 1478 -VariableMetric: Iteration # 164 - FCN = 297181.684045 Edm = 0.0801892 NCalls = 1480 -VariableMetric: Iteration # 165 - FCN = 297181.5396982 Edm = 0.220284 NCalls = 1484 -VariableMetric: Iteration # 166 - FCN = 297180.8920567 Edm = 2.40778 NCalls = 1492 -VariableMetric: Iteration # 167 - FCN = 297180.8439169 Edm = 0.192859 NCalls = 1494 -VariableMetric: Iteration # 168 - FCN = 297180.7927274 Edm = 0.0874134 NCalls = 1496 -VariableMetric: Iteration # 169 - FCN = 297180.7481561 Edm = 0.0716511 NCalls = 1498 -VariableMetric: Iteration # 170 - FCN = 297180.680624 Edm = 0.0671444 NCalls = 1500 -VariableMetric: Iteration # 171 - FCN = 297180.4947649 Edm = 0.546309 NCalls = 1503 -VariableMetric: Iteration # 172 - FCN = 297180.3962501 Edm = 0.343973 NCalls = 1508 -VariableMetric: Iteration # 173 - FCN = 297180.0678507 Edm = 0.590812 NCalls = 1512 -VariableMetric: Iteration # 174 - FCN = 297179.8756444 Edm = 0.739626 NCalls = 1516 -VariableMetric: Iteration # 175 - FCN = 297179.5705406 Edm = 0.979995 NCalls = 1519 -VariableMetric: Iteration # 176 - FCN = 297177.8503068 Edm = 5.1446 NCalls = 1523 -VariableMetric: Iteration # 177 - FCN = 297176.5449618 Edm = 2.11095 NCalls = 1528 -VariableMetric: Iteration # 178 - FCN = 297174.7192212 Edm = 1.54548 NCalls = 1532 -VariableMetric: Iteration # 179 - FCN = 297172.340338 Edm = 2.15737 NCalls = 1535 -VariableMetric: Iteration # 180 - FCN = 297171.2228322 Edm = 0.700314 NCalls = 1537 -VariableMetric: Iteration # 181 - FCN = 297170.6620902 Edm = 0.595453 NCalls = 1540 -VariableMetric: Iteration # 182 - FCN = 297170.4626066 Edm = 0.233058 NCalls = 1542 -VariableMetric: Iteration # 183 - FCN = 297170.3380494 Edm = 0.0799652 NCalls = 1544 -VariableMetric: Iteration # 184 - FCN = 297170.2724609 Edm = 0.0208644 NCalls = 1546 -VariableMetric: Iteration # 185 - FCN = 297170.2497343 Edm = 0.012858 NCalls = 1548 -VariableMetric: Iteration # 186 - FCN = 297170.21583 Edm = 0.0204498 NCalls = 1550 -VariableMetric: Iteration # 187 - FCN = 297170.1427626 Edm = 0.0640694 NCalls = 1552 -VariableMetric: Iteration # 188 - FCN = 297170.0051421 Edm = 0.0648835 NCalls = 1556 -VariableMetric: Iteration # 189 - FCN = 297169.8786043 Edm = 0.123032 NCalls = 1561 -VariableMetric: Iteration # 190 - FCN = 297169.7494967 Edm = 0.110257 NCalls = 1565 -VariableMetric: Iteration # 191 - FCN = 297169.6625437 Edm = 0.12919 NCalls = 1570 -VariableMetric: Iteration # 192 - FCN = 297169.53415 Edm = 0.0953155 NCalls = 1572 -VariableMetric: Iteration # 193 - FCN = 297169.4663527 Edm = 0.0568776 NCalls = 1574 -VariableMetric: Iteration # 194 - FCN = 297169.3818826 Edm = 0.0956122 NCalls = 1577 -VariableMetric: Iteration # 195 - FCN = 297169.2891273 Edm = 0.0594699 NCalls = 1580 -VariableMetric: Iteration # 196 - FCN = 297169.1924581 Edm = 0.0468834 NCalls = 1582 -VariableMetric: Iteration # 197 - FCN = 297169.1604026 Edm = 0.018018 NCalls = 1585 -VariableMetric: Iteration # 198 - FCN = 297169.1446144 Edm = 0.00820885 NCalls = 1587 -VariableMetric: Iteration # 199 - FCN = 297169.1242747 Edm = 0.0115728 NCalls = 1589 -VariableMetric: Iteration # 200 - FCN = 297169.0590697 Edm = 0.0347621 NCalls = 1593 -VariableMetric: Iteration # 201 - FCN = 297169.0140036 Edm = 0.0380354 NCalls = 1595 -VariableMetric: Iteration # 202 - FCN = 297168.9681055 Edm = 0.0101207 NCalls = 1598 -VariableMetric: Iteration # 203 - FCN = 297168.9453624 Edm = 0.00877612 NCalls = 1600 -VariableMetric: Iteration # 204 - FCN = 297168.9364442 Edm = 0.00899786 NCalls = 1603 -VariableMetric: Iteration # 205 - FCN = 297168.9145575 Edm = 0.00748235 NCalls = 1606 -VariableMetric: Iteration # 206 - FCN = 297168.9051076 Edm = 0.00600045 NCalls = 1608 -VariableMetric: Iteration # 207 - FCN = 297168.8988692 Edm = 0.00310666 NCalls = 1611 -VariableMetric: Iteration # 208 - FCN = 297168.8937795 Edm = 0.00176051 NCalls = 1613 -VariableMetric: Iteration # 209 - FCN = 297168.889782 Edm = 0.00127562 NCalls = 1615 -VariableMetric: Iteration # 210 - FCN = 297168.8848458 Edm = 0.00408368 NCalls = 1617 -VariableMetric: Iteration # 211 - FCN = 297168.8753423 Edm = 0.0109834 NCalls = 1621 -VariableMetric: Iteration # 212 - FCN = 297168.8517795 Edm = 0.0193321 NCalls = 1625 -VariableMetric: Iteration # 213 - FCN = 297168.8241198 Edm = 0.0135425 NCalls = 1628 -VariableMetric: Iteration # 214 - FCN = 297168.8031874 Edm = 0.00420559 NCalls = 1630 -VariableMetric: Iteration # 215 - FCN = 297168.7919862 Edm = 0.00692507 NCalls = 1632 -VariableMetric: Iteration # 216 - FCN = 297168.7687405 Edm = 0.0116645 NCalls = 1634 -VariableMetric: Iteration # 217 - FCN = 297168.7454713 Edm = 0.0184802 NCalls = 1637 -VariableMetric: Iteration # 218 - FCN = 297168.7175235 Edm = 0.0131982 NCalls = 1640 -VariableMetric: Iteration # 219 - FCN = 297168.6701214 Edm = 0.038007 NCalls = 1642 -VariableMetric: Iteration # 220 - FCN = 297168.6396917 Edm = 0.0321075 NCalls = 1643 -VariableMetric: Iteration # 221 - FCN = 297168.6170868 Edm = 0.04213 NCalls = 1646 -VariableMetric: Iteration # 222 - FCN = 297168.6050492 Edm = 0.00856606 NCalls = 1648 -VariableMetric: Iteration # 223 - FCN = 297168.5970413 Edm = 0.00402998 NCalls = 1650 -VariableMetric: Iteration # 224 - FCN = 297168.5901925 Edm = 0.00287897 NCalls = 1652 -VariableMetric: Iteration # 225 - FCN = 297168.5827765 Edm = 0.00450263 NCalls = 1654 -VariableMetric: Iteration # 226 - FCN = 297168.5776545 Edm = 0.00465809 NCalls = 1656 -VariableMetric: Iteration # 227 - FCN = 297168.5743953 Edm = 0.00188645 NCalls = 1659 -VariableMetric: Iteration # 228 - FCN = 297168.5706363 Edm = 0.00129077 NCalls = 1661 -VariableMetric: Iteration # 229 - FCN = 297168.5667072 Edm = 0.00124104 NCalls = 1663 -VariableMetric: Iteration # 230 - FCN = 297168.5612628 Edm = 0.00705072 NCalls = 1666 -VariableMetric: Iteration # 231 - FCN = 297168.5554639 Edm = 0.00618905 NCalls = 1668 -VariableMetric: Iteration # 232 - FCN = 297168.5422387 Edm = 0.00406137 NCalls = 1672 -VariableMetric: Iteration # 233 - FCN = 297168.5336091 Edm = 0.00855431 NCalls = 1675 -VariableMetric: Iteration # 234 - FCN = 297168.5303159 Edm = 0.00444655 NCalls = 1677 -VariableMetric: Iteration # 235 - FCN = 297168.5117193 Edm = 0.0147955 NCalls = 1682 -VariableMetric: Iteration # 236 - FCN = 297168.5008049 Edm = 0.0356105 NCalls = 1684 -VariableMetric: Iteration # 237 - FCN = 297168.4824578 Edm = 0.0146864 NCalls = 1688 -VariableMetric: Iteration # 238 - FCN = 297168.4054729 Edm = 0.0220682 NCalls = 1692 -VariableMetric: Iteration # 239 - FCN = 297168.3786341 Edm = 0.0517139 NCalls = 1695 -VariableMetric: Iteration # 240 - FCN = 297168.3337545 Edm = 0.0408751 NCalls = 1699 -VariableMetric: Iteration # 241 - FCN = 297168.3039948 Edm = 0.021728 NCalls = 1702 -VariableMetric: Iteration # 242 - FCN = 297168.2739459 Edm = 0.0154509 NCalls = 1704 -VariableMetric: Iteration # 243 - FCN = 297168.2553567 Edm = 0.00931412 NCalls = 1706 -VariableMetric: Iteration # 244 - FCN = 297168.2457095 Edm = 0.00398162 NCalls = 1709 -VariableMetric: Iteration # 245 - FCN = 297168.2436275 Edm = 0.00352006 NCalls = 1711 -VariableMetric: Iteration # 246 - FCN = 297168.241549 Edm = 0.000934465 NCalls = 1714 -VariableMetric: Iteration # 247 - FCN = 297168.2403054 Edm = 0.000564065 NCalls = 1716 -VariableMetric: Iteration # 248 - FCN = 297168.2395297 Edm = 0.000180159 NCalls = 1718 -VariableMetric: Iteration # 249 - FCN = 297168.2393031 Edm = 3.19799e-05 NCalls = 1720 -VariableMetric: After Hessian - FCN = 297168.2393031 Edm = 0.000584352 NCalls = 2211 -VariableMetric: Iteration # 250 - FCN = 297168.2393031 Edm = 0.000584352 NCalls = 2211 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304590.8995293 Edm = 6.92647 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304590.8995293 Edm = 6.92647 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299049.5751258 Edm = 2.87692 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298897.5184963 Edm = 4.15773 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 297983.5299148 Edm = 10.9635 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 297981.1445637 Edm = 9.13522 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297710.05098 Edm = 11.1787 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 297684.6831055 Edm = 179.645 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 297677.000922 Edm = 1.61544 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 297676.1585966 Edm = 2.23495 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 297674.2338596 Edm = 2.64312 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297442.156567 Edm = 35.9256 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 297301.9973595 Edm = 1.27224 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 297299.310602 Edm = 0.732213 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297298.7593536 Edm = 0.0326727 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297298.4487294 Edm = 0.143783 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297297.9269198 Edm = 0.185329 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297288.5159782 Edm = 3.60321 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297284.6666049 Edm = 1.20848 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297282.2772785 Edm = 0.58702 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297277.5873873 Edm = 0.579302 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297277.0360728 Edm = 1.24458 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297276.7605459 Edm = 0.0674403 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297276.6578961 Edm = 0.00913065 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297276.2357122 Edm = 0.391273 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297276.1281636 Edm = 0.101815 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297272.035832 Edm = 3.73584 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297258.1264323 Edm = 7.34442 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297247.3029763 Edm = 0.50469 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297246.8590584 Edm = 0.093184 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297246.789673 Edm = 0.0130927 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297246.6368263 Edm = 0.138912 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297241.3196891 Edm = 3.40468 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297209.8723058 Edm = 3.64205 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297205.8434492 Edm = 0.374979 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297205.4601679 Edm = 0.146413 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297205.1909399 Edm = 0.0209357 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297205.1512966 Edm = 0.0069037 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297205.1257624 Edm = 0.0151824 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297204.3361833 Edm = 0.69827 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297177.4152222 Edm = 10.8543 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297173.8281716 Edm = 5.52091 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297165.4353968 Edm = 1.17441 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297163.0621321 Edm = 0.250001 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297160.1843545 Edm = 1.05548 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297159.0763088 Edm = 1.12398 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297157.3509289 Edm = 1.09612 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297156.4105434 Edm = 0.830417 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297155.1923272 Edm = 0.336919 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297154.507785 Edm = 0.208781 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297154.4279119 Edm = 0.0377514 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297154.3946506 Edm = 0.00621803 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297154.3850438 Edm = 0.00196738 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297154.3734258 Edm = 0.00816925 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297153.8276606 Edm = 0.469142 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297151.0937168 Edm = 0.303143 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297150.8541312 Edm = 0.0229234 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297150.8260783 Edm = 0.00256892 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297150.8208228 Edm = 0.00274273 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297150.7464272 Edm = 0.0710131 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297143.4944293 Edm = 1.69521 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297141.394301 Edm = 0.199644 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297141.2087186 Edm = 0.0252379 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297141.183066 Edm = 0.0021582 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297141.1811258 Edm = 0.000816638 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297141.1749001 Edm = 0.00429848 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297141.0038142 Edm = 0.143696 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297135.9895611 Edm = 2.44794 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297130.3537903 Edm = 1.35705 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297129.4184815 Edm = 0.400123 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297129.2127294 Edm = 0.0561607 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297129.177739 Edm = 0.00828456 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297129.1678312 Edm = 0.000713546 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297129.1662902 Edm = 0.000666209 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297129.1491751 Edm = 0.016518 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297128.9930563 Edm = 0.129798 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297127.4554318 Edm = 0.836188 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297120.9754693 Edm = 1.58332 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297119.1332381 Edm = 0.828509 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297118.0054902 Edm = 0.152818 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297117.8694907 Edm = 0.0167313 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297117.8618193 Edm = 0.00198232 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297117.8599135 Edm = 0.000333473 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297117.8592281 Edm = 0.000272752 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297117.8568959 Edm = 0.00185517 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297117.8440417 Edm = 0.0110125 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297117.7410733 Edm = 0.0392396 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297117.4348748 Edm = 0.194591 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297115.5547344 Edm = 0.687724 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297115.0490476 Edm = 0.225237 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297114.8757504 Edm = 0.0169631 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297114.8505063 Edm = 0.00673653 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297114.8404509 Edm = 0.000401351 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297114.839923 Edm = 0.000168003 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297114.8303962 Edm = 0.010765 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297114.8126238 Edm = 0.0173498 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297111.0198766 Edm = 1.24038 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297110.0579899 Edm = 0.168492 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297109.878394 Edm = 0.0299068 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297109.8491263 Edm = 0.00280394 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297109.8461655 Edm = 0.000301192 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297109.8457252 Edm = 0.000110948 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297109.8449564 Edm = 0.000590023 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297109.8184218 Edm = 0.0261666 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297109.4660769 Edm = 0.292114 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297106.8462129 Edm = 0.643222 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297106.0851552 Edm = 0.0230433 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297106.0598693 Edm = 0.00163519 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297106.0580549 Edm = 0.000147105 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297106.057831 Edm = 8.81444e-05 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297106.0572495 Edm = 0.000602635 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297106.0295828 Edm = 0.0295991 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297106.0278327 Edm = 0.00171497 NCalls = 354 -VariableMetric: Iteration # 112 - FCN = 297105.9451055 Edm = 0.0164522 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297105.4347146 Edm = 0.224593 NCalls = 363 -VariableMetric: Iteration # 114 - FCN = 297104.4970027 Edm = 0.0708432 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297104.4183768 Edm = 0.00345205 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297104.4137239 Edm = 0.000308383 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297104.4133037 Edm = 6.20083e-05 NCalls = 371 -VariableMetric: After Hessian - FCN = 297104.4133037 Edm = 19.0097 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297104.4133037 Edm = 19.0097 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297104.2076215 Edm = 90.978 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297102.4480519 Edm = 1.18846 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297101.9772453 Edm = 2.26215 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297101.5829069 Edm = 0.205158 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297101.0404986 Edm = 0.225859 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297100.8825065 Edm = 0.0717453 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297100.7753975 Edm = 0.0316326 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297100.7416519 Edm = 0.00832312 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297100.7278065 Edm = 0.0013616 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297100.7255388 Edm = 0.00036559 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297100.7242788 Edm = 0.000270006 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297100.7231832 Edm = 0.000366976 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297100.7212471 Edm = 0.00073884 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297100.7187595 Edm = 0.000565952 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297100.7171292 Edm = 0.000437691 NCalls = 887 -VariableMetric: Iteration # 134 - FCN = 297100.7158166 Edm = 0.000497743 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297100.714345 Edm = 0.000473705 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297100.7125981 Edm = 0.000441224 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297100.7113782 Edm = 0.000119722 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297100.7111269 Edm = 4.37871e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297100.7111269 Edm = 0.000174053 NCalls = 1386 -VariableMetric: Iteration # 139 - FCN = 297100.7111269 Edm = 0.000174053 NCalls = 1386 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324076.4066371 Edm = 107.679 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324076.4066371 Edm = 107.679 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304521.0588805 Edm = 4.1059 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299109.0565346 Edm = 7.93533 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299102.7943325 Edm = 10.5436 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298998.7383735 Edm = 93.2763 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298888.4848768 Edm = 75.0476 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298715.3425466 Edm = 23.3446 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298697.5100139 Edm = 3.26639 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298692.060195 Edm = 0.350378 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298689.4335846 Edm = 2.54654 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298641.5739266 Edm = 45.2193 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297766.6349144 Edm = 128.589 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297637.8421624 Edm = 45.9992 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297615.8396573 Edm = 3.37783 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297613.0680289 Edm = 0.531168 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297612.4570062 Edm = 0.103735 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297604.5249604 Edm = 9.09699 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297603.8242856 Edm = 0.625751 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297519.3112744 Edm = 66.3647 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297519.1405506 Edm = 0.227215 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297516.4511781 Edm = 2.31495 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297498.2216435 Edm = 7.68811 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297448.4973574 Edm = 28.8393 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297395.9509702 Edm = 10.4873 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297382.8626804 Edm = 0.28996 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297382.5285884 Edm = 0.0859006 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297382.3807937 Edm = 0.170272 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297381.6801682 Edm = 0.694041 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297377.655228 Edm = 5.10904 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297376.6178787 Edm = 1.04532 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297375.4604885 Edm = 0.913462 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297338.7116333 Edm = 28.8453 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297296.5517993 Edm = 10.6072 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297283.825724 Edm = 5.10565 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297282.1574469 Edm = 0.998626 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297281.2238733 Edm = 0.0603621 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297281.1635063 Edm = 0.0170091 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297281.0356661 Edm = 0.143076 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297276.0143678 Edm = 4.17525 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297263.1711075 Edm = 0.720318 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297262.4727906 Edm = 0.0538019 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297262.3778888 Edm = 0.0223508 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297262.3108838 Edm = 0.0189307 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297262.0257043 Edm = 0.183957 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297260.860069 Edm = 0.576232 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297249.4335631 Edm = 6.83961 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297223.1305893 Edm = 5.42214 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297212.5340894 Edm = 3.38724 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297207.2981287 Edm = 2.50588 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297202.4035198 Edm = 6.30641 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297200.166365 Edm = 0.970778 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297199.0278973 Edm = 0.498028 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297198.6112337 Edm = 0.0500872 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297198.5530935 Edm = 0.0046024 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297198.5434615 Edm = 0.00438657 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297198.4857275 Edm = 0.0402801 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297196.9657441 Edm = 1.3088 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297184.4259963 Edm = 7.56789 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297170.3042816 Edm = 3.43293 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297167.7803616 Edm = 1.0277 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297166.2194552 Edm = 0.718613 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297165.4810846 Edm = 1.1176 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297164.4588739 Edm = 0.111329 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297164.2971018 Edm = 0.00850748 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297164.2830356 Edm = 0.0069484 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297164.2109947 Edm = 0.0927403 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297163.5284375 Edm = 0.562496 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297156.2191326 Edm = 2.22876 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297150.198675 Edm = 2.13852 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297147.1885182 Edm = 1.06549 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297146.4111632 Edm = 0.180278 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297146.297002 Edm = 0.0385184 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297146.275441 Edm = 0.00132592 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297146.2720789 Edm = 0.00218134 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297146.2557464 Edm = 0.0118439 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297146.1981924 Edm = 0.0360614 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297145.8501785 Edm = 0.203866 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297144.9077702 Edm = 0.488987 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297142.9959312 Edm = 2.10902 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297138.4921219 Edm = 2.35883 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297136.664697 Edm = 0.547185 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297136.2385364 Edm = 0.0261966 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297136.2130116 Edm = 0.00506516 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297136.2079591 Edm = 0.00135185 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297136.1955857 Edm = 0.00854525 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297136.1443 Edm = 0.0246518 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297135.8904494 Edm = 0.228842 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297128.7058217 Edm = 3.2059 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297125.4296809 Edm = 0.989829 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297124.7900467 Edm = 0.06349 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297124.6968311 Edm = 0.00887617 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297124.6893184 Edm = 0.00176183 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297124.6877549 Edm = 8.73479e-05 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297124.6875532 Edm = 8.75357e-05 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297124.6858232 Edm = 0.00135743 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297124.6616287 Edm = 0.0208778 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297124.0926742 Edm = 0.122684 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297123.9372956 Edm = 0.00403601 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297123.9333938 Edm = 0.000449161 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297123.9329127 Edm = 6.50331e-05 NCalls = 314 -VariableMetric: After Hessian - FCN = 297123.9329127 Edm = 94.1367 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297123.9329127 Edm = 94.1367 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297123.753894 Edm = 1818.99 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297122.2733032 Edm = 1.59028 NCalls = 806 -VariableMetric: Iteration # 103 - FCN = 297117.7885501 Edm = 0.630976 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297117.5413893 Edm = 2.17048 NCalls = 814 -VariableMetric: Iteration # 105 - FCN = 297115.7602636 Edm = 0.224734 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297115.2515316 Edm = 0.0360036 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297115.1500173 Edm = 0.0234013 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297115.1020185 Edm = 0.0107423 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297115.0655582 Edm = 0.0140148 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297114.9982286 Edm = 0.0434727 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297114.9121523 Edm = 0.0563257 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297114.7858913 Edm = 0.0463463 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297114.7325139 Edm = 0.0265174 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297114.6884402 Edm = 0.0140012 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297114.6575175 Edm = 0.00810205 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297114.6335592 Edm = 0.0145448 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297114.5827825 Edm = 0.011132 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297114.5662314 Edm = 0.00681428 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297114.5610832 Edm = 0.00321216 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297114.5577428 Edm = 0.00114725 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297114.5556024 Edm = 0.00059126 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297114.5536066 Edm = 0.000611871 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297114.5525352 Edm = 0.000555346 NCalls = 856 -VariableMetric: Iteration # 124 - FCN = 297114.5508612 Edm = 0.000532699 NCalls = 859 -VariableMetric: Iteration # 125 - FCN = 297114.5498945 Edm = 0.00026877 NCalls = 861 -VariableMetric: Iteration # 126 - FCN = 297114.5492663 Edm = 0.000310622 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297114.5488277 Edm = 7.72938e-05 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297114.5487035 Edm = 2.71884e-05 NCalls = 868 -VariableMetric: After Hessian - FCN = 297114.5487035 Edm = 8.02468e-05 NCalls = 1359 -VariableMetric: Iteration # 129 - FCN = 297114.5487035 Edm = 8.02468e-05 NCalls = 1359 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306083.7732309 Edm = 18.196 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306083.7732309 Edm = 18.196 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299036.8228345 Edm = 15.674 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299019.2638776 Edm = 5.35966 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297653.3459741 Edm = 74.4749 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297653.3459741 Edm = 74.4749 NCalls = 31 -VariableMetric: After Hessian - FCN = 297653.3459741 Edm = 459729 NCalls = 500 -VariableMetric: Iteration # 5 - FCN = 297653.3459741 Edm = 459729 NCalls = 500 -VariableMetric: Iteration # 6 - FCN = 297611.9456551 Edm = 280.349 NCalls = 510 -VariableMetric: Iteration # 7 - FCN = 297597.2497817 Edm = 113.058 NCalls = 513 -VariableMetric: Iteration # 8 - FCN = 297410.4244055 Edm = 5.26248 NCalls = 519 -VariableMetric: Iteration # 9 - FCN = 297400.9624443 Edm = 7.00985 NCalls = 521 -VariableMetric: Iteration # 10 - FCN = 297392.3239657 Edm = 5.53383 NCalls = 525 -VariableMetric: Iteration # 11 - FCN = 297320.8373511 Edm = 1.94221 NCalls = 530 -VariableMetric: Iteration # 12 - FCN = 297309.5089615 Edm = 3.69761 NCalls = 532 -VariableMetric: Iteration # 13 - FCN = 297271.8630018 Edm = 27.1061 NCalls = 537 -VariableMetric: Iteration # 14 - FCN = 297221.270285 Edm = 8.92728 NCalls = 543 -VariableMetric: Iteration # 15 - FCN = 297192.3810286 Edm = 9.47948 NCalls = 546 -VariableMetric: Iteration # 16 - FCN = 297190.2547217 Edm = 7.11085 NCalls = 549 -VariableMetric: Iteration # 17 - FCN = 297182.5277107 Edm = 1.55961 NCalls = 552 -VariableMetric: Iteration # 18 - FCN = 297175.5440401 Edm = 2.85183 NCalls = 555 -VariableMetric: Iteration # 19 - FCN = 297162.9448981 Edm = 12.6804 NCalls = 560 -VariableMetric: Iteration # 20 - FCN = 297118.0202598 Edm = 2.87925 NCalls = 565 -VariableMetric: Iteration # 21 - FCN = 297106.8381209 Edm = 2.84103 NCalls = 569 -VariableMetric: Iteration # 22 - FCN = 297103.7167787 Edm = 2.63646 NCalls = 571 -VariableMetric: Iteration # 23 - FCN = 297099.5192085 Edm = 7.31288 NCalls = 579 -VariableMetric: Iteration # 24 - FCN = 297097.5670148 Edm = 7.946 NCalls = 582 -VariableMetric: Iteration # 25 - FCN = 297092.441675 Edm = 2.12789 NCalls = 584 -VariableMetric: Iteration # 26 - FCN = 297091.1044941 Edm = 0.619443 NCalls = 586 -VariableMetric: Iteration # 27 - FCN = 297089.7715524 Edm = 0.167487 NCalls = 589 -VariableMetric: Iteration # 28 - FCN = 297089.2484344 Edm = 0.203263 NCalls = 591 -VariableMetric: Iteration # 29 - FCN = 297088.2517095 Edm = 0.521547 NCalls = 593 -VariableMetric: Iteration # 30 - FCN = 297085.7708138 Edm = 1.0223 NCalls = 595 -VariableMetric: Iteration # 31 - FCN = 297082.9650431 Edm = 0.768594 NCalls = 597 -VariableMetric: Iteration # 32 - FCN = 297082.2969577 Edm = 0.0275875 NCalls = 598 -VariableMetric: Iteration # 33 - FCN = 297082.2446503 Edm = 0.0209709 NCalls = 600 -VariableMetric: Iteration # 34 - FCN = 297081.7963271 Edm = 0.38486 NCalls = 605 -VariableMetric: Iteration # 35 - FCN = 297080.8548371 Edm = 1.47021 NCalls = 609 -VariableMetric: Iteration # 36 - FCN = 297080.8016343 Edm = 0.0254639 NCalls = 611 -VariableMetric: Iteration # 37 - FCN = 297080.1671921 Edm = 0.162345 NCalls = 617 -VariableMetric: Iteration # 38 - FCN = 297079.9483104 Edm = 0.043045 NCalls = 619 -VariableMetric: Iteration # 39 - FCN = 297079.8762793 Edm = 0.0240524 NCalls = 621 -VariableMetric: Iteration # 40 - FCN = 297079.8387907 Edm = 0.0315135 NCalls = 624 -VariableMetric: Iteration # 41 - FCN = 297079.5593747 Edm = 0.231086 NCalls = 628 -VariableMetric: Iteration # 42 - FCN = 297077.5922163 Edm = 0.656817 NCalls = 631 -VariableMetric: Iteration # 43 - FCN = 297076.2560693 Edm = 0.1903 NCalls = 633 -VariableMetric: Iteration # 44 - FCN = 297076.0368876 Edm = 0.208538 NCalls = 635 -VariableMetric: Iteration # 45 - FCN = 297075.7795056 Edm = 0.0328347 NCalls = 638 -VariableMetric: Iteration # 46 - FCN = 297075.7007051 Edm = 0.0346032 NCalls = 640 -VariableMetric: Iteration # 47 - FCN = 297075.6675117 Edm = 0.020276 NCalls = 642 -VariableMetric: Iteration # 48 - FCN = 297075.5430645 Edm = 0.0882267 NCalls = 645 -VariableMetric: Iteration # 49 - FCN = 297074.4236344 Edm = 0.491296 NCalls = 648 -VariableMetric: Iteration # 50 - FCN = 297073.1239391 Edm = 0.116407 NCalls = 651 -VariableMetric: Iteration # 51 - FCN = 297073.0194014 Edm = 0.0528309 NCalls = 652 -VariableMetric: Iteration # 52 - FCN = 297072.9751635 Edm = 0.0315338 NCalls = 654 -VariableMetric: Iteration # 53 - FCN = 297072.7554518 Edm = 0.145167 NCalls = 657 -VariableMetric: Iteration # 54 - FCN = 297071.7046729 Edm = 0.237145 NCalls = 660 -VariableMetric: Iteration # 55 - FCN = 297071.5277272 Edm = 0.0816206 NCalls = 662 -VariableMetric: Iteration # 56 - FCN = 297071.3979341 Edm = 0.0502697 NCalls = 664 -VariableMetric: Iteration # 57 - FCN = 297071.2689183 Edm = 0.0214725 NCalls = 669 -VariableMetric: Iteration # 58 - FCN = 297071.2379528 Edm = 0.00510436 NCalls = 671 -VariableMetric: Iteration # 59 - FCN = 297071.2304817 Edm = 0.00378402 NCalls = 673 -VariableMetric: Iteration # 60 - FCN = 297071.2268736 Edm = 0.00222589 NCalls = 675 -VariableMetric: Iteration # 61 - FCN = 297071.2179723 Edm = 0.00402291 NCalls = 678 -VariableMetric: Iteration # 62 - FCN = 297071.1087968 Edm = 0.0862765 NCalls = 682 -VariableMetric: Iteration # 63 - FCN = 297070.3430617 Edm = 0.142878 NCalls = 685 -VariableMetric: Iteration # 64 - FCN = 297070.1599728 Edm = 0.0115438 NCalls = 688 -VariableMetric: Iteration # 65 - FCN = 297070.1386355 Edm = 0.00908047 NCalls = 690 -VariableMetric: Iteration # 66 - FCN = 297070.1284035 Edm = 0.00749306 NCalls = 692 -VariableMetric: Iteration # 67 - FCN = 297070.1173551 Edm = 0.00340915 NCalls = 695 -VariableMetric: Iteration # 68 - FCN = 297070.1025945 Edm = 0.00640748 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297070.079612 Edm = 0.0228128 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297070.0650951 Edm = 0.0208482 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297069.97068 Edm = 0.0257778 NCalls = 708 -VariableMetric: Iteration # 72 - FCN = 297069.922433 Edm = 0.0205501 NCalls = 710 -VariableMetric: Iteration # 73 - FCN = 297069.5976682 Edm = 0.110408 NCalls = 721 -VariableMetric: Iteration # 74 - FCN = 297069.5955634 Edm = 0.0272066 NCalls = 723 -VariableMetric: Iteration # 75 - FCN = 297069.5387815 Edm = 0.0408119 NCalls = 725 -VariableMetric: Iteration # 76 - FCN = 297069.3871471 Edm = 0.0155719 NCalls = 728 -VariableMetric: Iteration # 77 - FCN = 297069.3699713 Edm = 0.00175774 NCalls = 730 -VariableMetric: Iteration # 78 - FCN = 297069.3641019 Edm = 0.0036408 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297069.3587926 Edm = 0.000574797 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297069.3579711 Edm = 0.000199822 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297069.3564487 Edm = 0.00139014 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297069.197696 Edm = 0.0780282 NCalls = 747 -VariableMetric: Iteration # 83 - FCN = 297069.1125613 Edm = 0.0157948 NCalls = 749 -VariableMetric: Iteration # 84 - FCN = 297069.1043249 Edm = 0.00341856 NCalls = 751 -VariableMetric: Iteration # 85 - FCN = 297069.0998071 Edm = 0.00155674 NCalls = 753 -VariableMetric: Iteration # 86 - FCN = 297069.0973326 Edm = 0.000217315 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297069.0965418 Edm = 0.000647184 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297069.0775105 Edm = 0.0105465 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297069.0544815 Edm = 0.00022553 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297069.0542081 Edm = 3.89598e-05 NCalls = 766 -VariableMetric: After Hessian - FCN = 297069.0542081 Edm = 0.1069 NCalls = 1253 -VariableMetric: Iteration # 91 - FCN = 297069.0542081 Edm = 0.1069 NCalls = 1253 -VariableMetric: Iteration # 92 - FCN = 297069.0518678 Edm = 0.0396006 NCalls = 1256 -VariableMetric: Iteration # 93 - FCN = 297068.9639526 Edm = 0.012574 NCalls = 1258 -VariableMetric: Iteration # 94 - FCN = 297068.9052692 Edm = 0.0251275 NCalls = 1261 -VariableMetric: Iteration # 95 - FCN = 297068.8355122 Edm = 0.0100925 NCalls = 1264 -VariableMetric: Iteration # 96 - FCN = 297068.8153367 Edm = 0.0336408 NCalls = 1267 -VariableMetric: Iteration # 97 - FCN = 297068.7929631 Edm = 0.0131794 NCalls = 1271 -VariableMetric: Iteration # 98 - FCN = 297068.7730816 Edm = 0.0299381 NCalls = 1273 -VariableMetric: Iteration # 99 - FCN = 297068.7141348 Edm = 0.0223499 NCalls = 1276 -VariableMetric: Iteration # 100 - FCN = 297068.6474375 Edm = 0.0480979 NCalls = 1279 -VariableMetric: Iteration # 101 - FCN = 297068.5984696 Edm = 0.0578768 NCalls = 1281 -VariableMetric: Iteration # 102 - FCN = 297068.5208738 Edm = 0.0469723 NCalls = 1284 -VariableMetric: Iteration # 103 - FCN = 297068.3664776 Edm = 0.0983775 NCalls = 1287 -VariableMetric: Iteration # 104 - FCN = 297068.3020872 Edm = 0.126188 NCalls = 1289 -VariableMetric: Iteration # 105 - FCN = 297068.1849254 Edm = 0.149558 NCalls = 1293 -VariableMetric: Iteration # 106 - FCN = 297068.076147 Edm = 0.308161 NCalls = 1295 -VariableMetric: Iteration # 107 - FCN = 297067.9843474 Edm = 0.0745886 NCalls = 1298 -VariableMetric: Iteration # 108 - FCN = 297067.8820773 Edm = 0.124493 NCalls = 1301 -VariableMetric: Iteration # 109 - FCN = 297067.801828 Edm = 0.0813781 NCalls = 1303 -VariableMetric: Iteration # 110 - FCN = 297067.6675066 Edm = 0.170176 NCalls = 1307 -VariableMetric: Iteration # 111 - FCN = 297067.6417504 Edm = 0.083739 NCalls = 1310 -VariableMetric: Iteration # 112 - FCN = 297067.5031445 Edm = 0.163376 NCalls = 1314 -VariableMetric: Iteration # 113 - FCN = 297067.4751719 Edm = 0.062662 NCalls = 1317 -VariableMetric: Iteration # 114 - FCN = 297067.4061434 Edm = 0.15394 NCalls = 1320 -VariableMetric: Iteration # 115 - FCN = 297067.1663343 Edm = 0.155099 NCalls = 1324 -VariableMetric: Iteration # 116 - FCN = 297066.8378616 Edm = 0.201667 NCalls = 1329 -VariableMetric: Iteration # 117 - FCN = 297066.7472233 Edm = 0.101374 NCalls = 1330 -VariableMetric: Iteration # 118 - FCN = 297066.5764736 Edm = 0.101595 NCalls = 1333 -VariableMetric: Iteration # 119 - FCN = 297066.5317197 Edm = 0.0399238 NCalls = 1335 -VariableMetric: Iteration # 120 - FCN = 297066.4877361 Edm = 0.0348875 NCalls = 1336 -VariableMetric: Iteration # 121 - FCN = 297066.4531059 Edm = 0.0153199 NCalls = 1338 -VariableMetric: Iteration # 122 - FCN = 297066.4144696 Edm = 0.0222973 NCalls = 1341 -VariableMetric: Iteration # 123 - FCN = 297066.3960176 Edm = 0.029727 NCalls = 1344 -VariableMetric: Iteration # 124 - FCN = 297066.3438248 Edm = 0.0216257 NCalls = 1348 -VariableMetric: Iteration # 125 - FCN = 297066.3094945 Edm = 0.0422209 NCalls = 1351 -VariableMetric: Iteration # 126 - FCN = 297066.2852791 Edm = 0.0134188 NCalls = 1353 -VariableMetric: Iteration # 127 - FCN = 297066.2707076 Edm = 0.0058997 NCalls = 1355 -VariableMetric: Iteration # 128 - FCN = 297066.2500413 Edm = 0.0115994 NCalls = 1357 -VariableMetric: Iteration # 129 - FCN = 297066.1960539 Edm = 0.0388896 NCalls = 1359 -VariableMetric: Iteration # 130 - FCN = 297066.1468789 Edm = 0.0260942 NCalls = 1362 -VariableMetric: Iteration # 131 - FCN = 297066.1256364 Edm = 0.00430962 NCalls = 1364 -VariableMetric: Iteration # 132 - FCN = 297066.1213257 Edm = 0.0104928 NCalls = 1366 -VariableMetric: Iteration # 133 - FCN = 297066.1148738 Edm = 0.00336883 NCalls = 1369 -VariableMetric: Iteration # 134 - FCN = 297066.1067005 Edm = 0.00460722 NCalls = 1372 -VariableMetric: Iteration # 135 - FCN = 297066.1007498 Edm = 0.00485912 NCalls = 1374 -VariableMetric: Iteration # 136 - FCN = 297066.0930731 Edm = 0.00252456 NCalls = 1379 -VariableMetric: Iteration # 137 - FCN = 297066.0863397 Edm = 0.00901279 NCalls = 1382 -VariableMetric: Iteration # 138 - FCN = 297066.0807354 Edm = 0.00593357 NCalls = 1384 -VariableMetric: Iteration # 139 - FCN = 297066.0713351 Edm = 0.00512965 NCalls = 1389 -VariableMetric: Iteration # 140 - FCN = 297066.0585277 Edm = 0.00622944 NCalls = 1392 -VariableMetric: Iteration # 141 - FCN = 297066.0522633 Edm = 0.0211685 NCalls = 1393 -VariableMetric: Iteration # 142 - FCN = 297066.0429127 Edm = 0.00256504 NCalls = 1398 -VariableMetric: Iteration # 143 - FCN = 297066.0386232 Edm = 0.00288393 NCalls = 1401 -VariableMetric: Iteration # 144 - FCN = 297066.0369763 Edm = 0.000904143 NCalls = 1403 -VariableMetric: Iteration # 145 - FCN = 297066.0359185 Edm = 0.000505182 NCalls = 1405 -VariableMetric: Iteration # 146 - FCN = 297066.0355674 Edm = 0.000124625 NCalls = 1407 -VariableMetric: Iteration # 147 - FCN = 297066.0353407 Edm = 9.0929e-05 NCalls = 1409 -VariableMetric: Iteration # 148 - FCN = 297066.0349434 Edm = 0.000169777 NCalls = 1411 -VariableMetric: Iteration # 149 - FCN = 297066.0339997 Edm = 0.000405043 NCalls = 1414 -VariableMetric: Iteration # 150 - FCN = 297066.032063 Edm = 0.000988364 NCalls = 1416 -VariableMetric: Iteration # 151 - FCN = 297066.0294042 Edm = 0.000736279 NCalls = 1420 -VariableMetric: Iteration # 152 - FCN = 297066.0283408 Edm = 0.00116472 NCalls = 1422 -VariableMetric: Iteration # 153 - FCN = 297066.0278927 Edm = 0.000310947 NCalls = 1425 -VariableMetric: Iteration # 154 - FCN = 297066.0275362 Edm = 0.000152132 NCalls = 1427 -VariableMetric: Iteration # 155 - FCN = 297066.0274705 Edm = 5.26175e-05 NCalls = 1429 -VariableMetric: Iteration # 156 - FCN = 297066.0273673 Edm = 4.70703e-05 NCalls = 1431 -VariableMetric: After Hessian - FCN = 297066.0273673 Edm = 0.00110017 NCalls = 1922 -VariableMetric: Iteration # 157 - FCN = 297066.0273673 Edm = 0.00110017 NCalls = 1922 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302972.58718 Edm = 13.5869 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302972.58718 Edm = 13.5869 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299740.2642416 Edm = 28.773 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299085.9909221 Edm = 8583.44 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298775.6365584 Edm = 2.86564 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298768.6138749 Edm = 10.4362 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298028.747302 Edm = 12.7547 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297975.9909441 Edm = 13.5773 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297965.8376186 Edm = 7.04949 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297954.4931942 Edm = 2.78616 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297951.8997171 Edm = 0.347615 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297948.4773002 Edm = 2.12795 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297788.9122642 Edm = 112.719 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297723.7505596 Edm = 1.14987 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297720.021705 Edm = 3.83821 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297690.5065408 Edm = 17.0591 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297671.099486 Edm = 3.4745 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297667.9587498 Edm = 0.511428 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297667.2376794 Edm = 0.112864 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297666.8326177 Edm = 0.179842 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297658.6286979 Edm = 6.34327 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297511.8702281 Edm = 48.0268 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297481.4716446 Edm = 48.0425 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297458.8417748 Edm = 1.35706 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297450.6465671 Edm = 1.23071 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297448.426072 Edm = 0.394666 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297448.1574985 Edm = 0.0925837 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297447.9651118 Edm = 0.026735 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297447.6639055 Edm = 0.251763 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297444.3096842 Edm = 3.25994 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297431.3636236 Edm = 12.6522 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297408.1832308 Edm = 49.0192 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297404.4305866 Edm = 10.181 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297400.4238443 Edm = 3.89632 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297321.3644361 Edm = 8.94538 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297302.7238319 Edm = 6.33618 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297288.5113451 Edm = 2.91626 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297286.3043194 Edm = 1.11855 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297285.2745779 Edm = 0.330605 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297283.8830258 Edm = 0.711239 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297281.9118879 Edm = 0.197673 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297281.6595975 Edm = 0.0835194 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297281.5176106 Edm = 0.070401 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297281.3945531 Edm = 0.0412861 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297281.3163961 Edm = 0.0470604 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297281.2737518 Edm = 0.050795 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297281.1260548 Edm = 0.0924783 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297280.4044042 Edm = 0.70766 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297279.208331 Edm = 1.57504 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297275.816392 Edm = 4.54062 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297273.1200259 Edm = 3.68693 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297269.7032738 Edm = 3.8444 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297266.2236541 Edm = 4.89981 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297249.4502598 Edm = 23.4696 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297249.3846151 Edm = 0.208519 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297249.0816828 Edm = 0.213968 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297243.944832 Edm = 5.5786 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297232.7369833 Edm = 12.44 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297230.5013491 Edm = 4.87936 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297219.3128982 Edm = 19.5585 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297219.0559185 Edm = 0.219154 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297217.3276525 Edm = 2.71725 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297202.009834 Edm = 12.7432 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297125.126096 Edm = 0.974516 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297120.896517 Edm = 2.74636 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297119.6160815 Edm = 0.679378 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297118.9668415 Edm = 0.0824422 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297118.7759227 Edm = 0.0607488 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297118.6866417 Edm = 0.00451036 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297118.6459209 Edm = 0.0353916 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297117.3983263 Edm = 0.0996313 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297117.2131797 Edm = 0.0619506 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297117.1366335 Edm = 0.0545364 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297117.0525499 Edm = 0.0516652 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297117.0046603 Edm = 0.0756809 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297116.9145684 Edm = 0.0113231 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297116.8945686 Edm = 0.00692245 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297116.890758 Edm = 0.00225259 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297116.8873975 Edm = 0.00134034 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297116.7682073 Edm = 0.13801 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297116.7619788 Edm = 0.0050743 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297116.6674116 Edm = 0.122311 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297114.591035 Edm = 0.231083 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297112.0711774 Edm = 4.77866 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297110.1578566 Edm = 0.277954 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297109.7907397 Edm = 0.0781934 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297109.6512258 Edm = 0.0625731 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297109.5087786 Edm = 0.00859465 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297109.5010821 Edm = 0.00116894 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297109.4931513 Edm = 0.00845499 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297109.3242013 Edm = 0.128956 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297104.534767 Edm = 2.04788 NCalls = 303 -VariableMetric: Iteration # 91 - FCN = 297103.3436086 Edm = 1.24298 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297101.9126801 Edm = 0.481613 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297100.5813277 Edm = 0.236685 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297100.2691958 Edm = 0.0269433 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297100.2320701 Edm = 0.0242597 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297100.1995779 Edm = 0.00633509 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297100.1913308 Edm = 0.000746066 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297100.1902449 Edm = 0.000209941 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297100.1895075 Edm = 0.000552724 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297100.1785639 Edm = 0.0160802 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297100.1778315 Edm = 0.000593938 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297100.1529313 Edm = 0.0253984 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297100.1160095 Edm = 0.0341908 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297098.5082336 Edm = 1.1367 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297098.290823 Edm = 0.337066 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297098.0884562 Edm = 0.122401 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297097.8533678 Edm = 0.0381803 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297097.8055706 Edm = 0.00212114 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297097.8021261 Edm = 0.00175502 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297097.7974704 Edm = 0.00147051 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297097.7954286 Edm = 0.000553146 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297097.7942271 Edm = 0.000478295 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297097.7925336 Edm = 0.00121882 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297097.7917163 Edm = 0.000605541 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297097.7907224 Edm = 0.00117992 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297097.7893964 Edm = 0.00113311 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297097.7812805 Edm = 0.00544968 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297097.7746497 Edm = 0.00666546 NCalls = 387 -VariableMetric: Iteration # 119 - FCN = 297097.7671082 Edm = 0.0079771 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297097.6989542 Edm = 0.0601623 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297095.9390933 Edm = 1.7431 NCalls = 401 -VariableMetric: Iteration # 122 - FCN = 297095.6357497 Edm = 0.359115 NCalls = 404 -VariableMetric: Iteration # 123 - FCN = 297094.9432923 Edm = 0.489065 NCalls = 407 -VariableMetric: Iteration # 124 - FCN = 297094.4798942 Edm = 0.184988 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 297094.3782818 Edm = 0.0435526 NCalls = 411 -VariableMetric: Iteration # 126 - FCN = 297094.3314447 Edm = 0.00119138 NCalls = 413 -VariableMetric: Iteration # 127 - FCN = 297094.3301184 Edm = 0.000196775 NCalls = 415 -VariableMetric: Iteration # 128 - FCN = 297094.3296941 Edm = 0.000130766 NCalls = 417 -VariableMetric: Iteration # 129 - FCN = 297094.3294119 Edm = 0.000180662 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297094.3287594 Edm = 0.000511524 NCalls = 422 -VariableMetric: Iteration # 131 - FCN = 297094.3184997 Edm = 0.00786259 NCalls = 426 -VariableMetric: Iteration # 132 - FCN = 297093.9747496 Edm = 0.276689 NCalls = 431 -VariableMetric: Iteration # 133 - FCN = 297092.9915859 Edm = 4.24795 NCalls = 438 -VariableMetric: Iteration # 134 - FCN = 297091.9140539 Edm = 0.723823 NCalls = 442 -VariableMetric: Iteration # 135 - FCN = 297091.3492957 Edm = 0.436828 NCalls = 444 -VariableMetric: Iteration # 136 - FCN = 297091.1299562 Edm = 0.139269 NCalls = 447 -VariableMetric: Iteration # 137 - FCN = 297091.0495562 Edm = 0.0432681 NCalls = 449 -VariableMetric: Iteration # 138 - FCN = 297091.0090914 Edm = 0.0130635 NCalls = 451 -VariableMetric: Iteration # 139 - FCN = 297090.9915043 Edm = 0.0117938 NCalls = 453 -VariableMetric: Iteration # 140 - FCN = 297090.9790746 Edm = 0.0108957 NCalls = 455 -VariableMetric: Iteration # 141 - FCN = 297090.9550498 Edm = 0.0122123 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297090.9242703 Edm = 0.00445509 NCalls = 460 -VariableMetric: Iteration # 143 - FCN = 297090.9195408 Edm = 0.000416002 NCalls = 462 -VariableMetric: Iteration # 144 - FCN = 297090.9186489 Edm = 0.000599875 NCalls = 464 -VariableMetric: Iteration # 145 - FCN = 297090.9111589 Edm = 0.0069904 NCalls = 468 -VariableMetric: Iteration # 146 - FCN = 297090.5852855 Edm = 0.598739 NCalls = 472 -VariableMetric: Iteration # 147 - FCN = 297090.275143 Edm = 0.319885 NCalls = 477 -VariableMetric: Iteration # 148 - FCN = 297090.2645676 Edm = 0.0156058 NCalls = 479 -VariableMetric: Iteration # 149 - FCN = 297090.250515 Edm = 0.0195392 NCalls = 481 -VariableMetric: Iteration # 150 - FCN = 297090.1577279 Edm = 0.114366 NCalls = 484 -VariableMetric: Iteration # 151 - FCN = 297089.654825 Edm = 0.353528 NCalls = 489 -VariableMetric: Iteration # 152 - FCN = 297088.5662521 Edm = 0.653762 NCalls = 492 -VariableMetric: Iteration # 153 - FCN = 297086.905059 Edm = 1.45326 NCalls = 495 -VariableMetric: Iteration # 154 - FCN = 297085.930933 Edm = 0.216603 NCalls = 498 -VariableMetric: Iteration # 155 - FCN = 297085.6482407 Edm = 0.0993369 NCalls = 500 -VariableMetric: Iteration # 156 - FCN = 297085.5969298 Edm = 0.0369018 NCalls = 502 -VariableMetric: Iteration # 157 - FCN = 297085.5633679 Edm = 0.0163236 NCalls = 504 -VariableMetric: Iteration # 158 - FCN = 297085.5090577 Edm = 0.0100233 NCalls = 507 -VariableMetric: Iteration # 159 - FCN = 297085.497725 Edm = 0.000381731 NCalls = 508 -VariableMetric: Iteration # 160 - FCN = 297085.4971958 Edm = 0.000167331 NCalls = 510 -VariableMetric: Iteration # 161 - FCN = 297085.4948382 Edm = 0.000847181 NCalls = 514 -VariableMetric: Iteration # 162 - FCN = 297085.493417 Edm = 0.000207626 NCalls = 516 -VariableMetric: Iteration # 163 - FCN = 297085.4930219 Edm = 0.000279419 NCalls = 518 -VariableMetric: Iteration # 164 - FCN = 297085.490853 Edm = 0.00233199 NCalls = 522 -VariableMetric: Iteration # 165 - FCN = 297085.4748686 Edm = 0.0154169 NCalls = 528 -VariableMetric: Iteration # 166 - FCN = 297085.0250544 Edm = 0.670712 NCalls = 535 -VariableMetric: Iteration # 167 - FCN = 297084.7418602 Edm = 0.154165 NCalls = 539 -VariableMetric: Iteration # 168 - FCN = 297084.548777 Edm = 0.0814532 NCalls = 541 -VariableMetric: Iteration # 169 - FCN = 297084.5025536 Edm = 0.0408378 NCalls = 543 -VariableMetric: Iteration # 170 - FCN = 297084.4582768 Edm = 0.0256185 NCalls = 546 -VariableMetric: Iteration # 171 - FCN = 297084.423061 Edm = 0.00781642 NCalls = 549 -VariableMetric: Iteration # 172 - FCN = 297084.4159421 Edm = 0.00135011 NCalls = 551 -VariableMetric: Iteration # 173 - FCN = 297084.4143404 Edm = 0.000315111 NCalls = 553 -VariableMetric: Iteration # 174 - FCN = 297084.4138489 Edm = 0.000111695 NCalls = 555 -VariableMetric: Iteration # 175 - FCN = 297084.4135875 Edm = 8.60436e-05 NCalls = 557 -VariableMetric: Iteration # 176 - FCN = 297084.4132289 Edm = 2.80451e-05 NCalls = 559 -VariableMetric: After Hessian - FCN = 297084.4132289 Edm = 2.38174 NCalls = 1036 -VariableMetric: Iteration # 177 - FCN = 297084.4132289 Edm = 2.38174 NCalls = 1036 -VariableMetric: Iteration # 178 - FCN = 297083.5197819 Edm = 1.05404 NCalls = 1041 -VariableMetric: Iteration # 179 - FCN = 297083.109478 Edm = 0.649879 NCalls = 1043 -VariableMetric: Iteration # 180 - FCN = 297082.7528905 Edm = 0.969164 NCalls = 1045 -VariableMetric: Iteration # 181 - FCN = 297082.4560063 Edm = 0.464793 NCalls = 1047 -VariableMetric: Iteration # 182 - FCN = 297082.2068714 Edm = 0.14973 NCalls = 1049 -VariableMetric: Iteration # 183 - FCN = 297082.0902743 Edm = 0.0849876 NCalls = 1051 -VariableMetric: Iteration # 184 - FCN = 297081.9679408 Edm = 0.0288154 NCalls = 1054 -VariableMetric: Iteration # 185 - FCN = 297081.9349342 Edm = 0.012171 NCalls = 1056 -VariableMetric: Iteration # 186 - FCN = 297081.9167018 Edm = 0.00633772 NCalls = 1058 -VariableMetric: Iteration # 187 - FCN = 297081.9044842 Edm = 0.0096061 NCalls = 1061 -VariableMetric: Iteration # 188 - FCN = 297081.894418 Edm = 0.00390118 NCalls = 1064 -VariableMetric: Iteration # 189 - FCN = 297081.8910426 Edm = 0.00154624 NCalls = 1066 -VariableMetric: Iteration # 190 - FCN = 297081.8893296 Edm = 0.000441303 NCalls = 1068 -VariableMetric: Iteration # 191 - FCN = 297081.888528 Edm = 0.000334155 NCalls = 1070 -VariableMetric: Iteration # 192 - FCN = 297081.8880215 Edm = 0.000121512 NCalls = 1072 -VariableMetric: Iteration # 193 - FCN = 297081.8878432 Edm = 8.60552e-05 NCalls = 1074 -VariableMetric: Iteration # 194 - FCN = 297081.8877163 Edm = 7.08689e-05 NCalls = 1076 -VariableMetric: Iteration # 195 - FCN = 297081.8873582 Edm = 0.000142332 NCalls = 1079 -VariableMetric: Iteration # 196 - FCN = 297081.8870321 Edm = 9.99092e-05 NCalls = 1081 -VariableMetric: Iteration # 197 - FCN = 297081.8867403 Edm = 0.000192818 NCalls = 1083 -VariableMetric: Iteration # 198 - FCN = 297081.8862464 Edm = 0.000432237 NCalls = 1088 -VariableMetric: Iteration # 199 - FCN = 297081.8859442 Edm = 0.000830921 NCalls = 1090 -VariableMetric: Iteration # 200 - FCN = 297081.8853972 Edm = 0.0004022 NCalls = 1094 -VariableMetric: Iteration # 201 - FCN = 297081.8835651 Edm = 0.000110184 NCalls = 1097 -VariableMetric: Iteration # 202 - FCN = 297081.8834505 Edm = 3.70343e-05 NCalls = 1098 -VariableMetric: After Hessian - FCN = 297081.8834505 Edm = 6.61309e-05 NCalls = 1581 -VariableMetric: Iteration # 203 - FCN = 297081.8834505 Edm = 6.61309e-05 NCalls = 1581 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317594.623768 Edm = 46.8471 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317594.623768 Edm = 46.8471 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315418.6130214 Edm = 22.4945 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 315371.1717042 Edm = 43.7936 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 309509.1614808 Edm = 17829.8 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 309466.3441768 Edm = 46.5229 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300903.5691117 Edm = 1005.23 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299253.1179846 Edm = 509.762 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298362.2472499 Edm = 163.086 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298012.0230805 Edm = 15.3259 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297979.7804657 Edm = 1.44401 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297977.6205241 Edm = 0.0561438 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297976.5717515 Edm = 0.846317 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297931.1721984 Edm = 0.470659 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297930.6705653 Edm = 0.0685138 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297927.5198493 Edm = 3.03438 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297608.3134717 Edm = 62.5154 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297518.9063119 Edm = 1.90778 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297517.0931146 Edm = 0.0994818 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297516.9250253 Edm = 0.032588 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297516.5209278 Edm = 0.342657 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297477.7690851 Edm = 7.32651 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297464.7800247 Edm = 1.50254 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297463.0124242 Edm = 0.216167 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297462.7537267 Edm = 0.00635056 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297462.7440042 Edm = 0.0027469 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297462.4792077 Edm = 0.258588 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297434.1307096 Edm = 1.95158 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297431.1320985 Edm = 3.76637 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297428.4145094 Edm = 0.857334 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297427.3311394 Edm = 0.441337 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297426.1150828 Edm = 0.279032 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297425.880748 Edm = 0.0115007 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297425.8664072 Edm = 0.00115764 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297425.8644791 Edm = 0.000904804 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297425.8471951 Edm = 0.0165235 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297424.3516062 Edm = 1.0764 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297419.0733064 Edm = 0.801727 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297418.5127865 Edm = 0.149166 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297418.2488487 Edm = 0.064588 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297418.1298895 Edm = 0.00982141 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297418.1201384 Edm = 0.00107083 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297418.1191948 Edm = 0.000108223 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297418.1187968 Edm = 0.000357006 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297418.1013894 Edm = 0.0156218 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297416.9432025 Edm = 0.498883 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297416.0610885 Edm = 0.0194836 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297416.0447116 Edm = 0.00237183 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297416.04291 Edm = 6.19301e-05 NCalls = 153 -VariableMetric: After Hessian - FCN = 297416.04291 Edm = 7.88277 NCalls = 626 -VariableMetric: Iteration # 48 - FCN = 297416.04291 Edm = 7.88277 NCalls = 626 -VariableMetric: Iteration # 49 - FCN = 297415.7313498 Edm = 12.6632 NCalls = 629 -VariableMetric: Iteration # 50 - FCN = 297414.7492587 Edm = 0.821859 NCalls = 640 -VariableMetric: Iteration # 51 - FCN = 297414.7486254 Edm = 0.00278361 NCalls = 643 -VariableMetric: Iteration # 52 - FCN = 297414.742902 Edm = 0.0011011 NCalls = 646 -VariableMetric: Iteration # 53 - FCN = 297414.7385321 Edm = 0.0115091 NCalls = 655 -VariableMetric: Iteration # 54 - FCN = 297414.7383361 Edm = 0.000515939 NCalls = 657 -VariableMetric: Iteration # 55 - FCN = 297414.7349536 Edm = 0.00634378 NCalls = 662 -VariableMetric: Iteration # 56 - FCN = 297414.7302354 Edm = 0.0165182 NCalls = 667 -VariableMetric: Iteration # 57 - FCN = 297414.7275702 Edm = 0.0073922 NCalls = 670 -VariableMetric: Iteration # 58 - FCN = 297414.538429 Edm = 1.01143 NCalls = 678 -VariableMetric: Iteration # 59 - FCN = 297414.5374236 Edm = 0.00114619 NCalls = 680 -VariableMetric: Iteration # 60 - FCN = 297414.4212523 Edm = 0.142729 NCalls = 687 -VariableMetric: Iteration # 61 - FCN = 297414.4200534 Edm = 0.00157937 NCalls = 689 -VariableMetric: Iteration # 62 - FCN = 297414.3987915 Edm = 0.0218764 NCalls = 694 -VariableMetric: Iteration # 63 - FCN = 297413.7073092 Edm = 1.01799 NCalls = 701 -VariableMetric: Iteration # 64 - FCN = 297413.6778377 Edm = 0.00831007 NCalls = 703 -VariableMetric: Iteration # 65 - FCN = 297413.6697745 Edm = 0.0014236 NCalls = 705 -VariableMetric: Iteration # 66 - FCN = 297413.6646505 Edm = 0.00546302 NCalls = 707 -VariableMetric: Iteration # 67 - FCN = 297413.6225613 Edm = 0.124784 NCalls = 713 -VariableMetric: Iteration # 68 - FCN = 297413.5734325 Edm = 0.15533 NCalls = 718 -VariableMetric: Iteration # 69 - FCN = 297413.364385 Edm = 0.41824 NCalls = 724 -VariableMetric: Iteration # 70 - FCN = 297413.3529977 Edm = 0.00933178 NCalls = 727 -VariableMetric: Iteration # 71 - FCN = 297413.117706 Edm = 0.170273 NCalls = 732 -VariableMetric: Iteration # 72 - FCN = 297412.537514 Edm = 1.7993 NCalls = 737 -VariableMetric: Iteration # 73 - FCN = 297412.2393587 Edm = 0.5251 NCalls = 742 -VariableMetric: Iteration # 74 - FCN = 297411.9270547 Edm = 0.19019 NCalls = 744 -VariableMetric: Iteration # 75 - FCN = 297411.6047292 Edm = 0.290513 NCalls = 746 -VariableMetric: Iteration # 76 - FCN = 297410.8568186 Edm = 0.670251 NCalls = 750 -VariableMetric: Iteration # 77 - FCN = 297410.5235778 Edm = 0.469784 NCalls = 753 -VariableMetric: Iteration # 78 - FCN = 297410.0104802 Edm = 1.53532 NCalls = 757 -VariableMetric: Iteration # 79 - FCN = 297409.225149 Edm = 0.806345 NCalls = 760 -VariableMetric: Iteration # 80 - FCN = 297407.3950509 Edm = 0.411598 NCalls = 767 -VariableMetric: Iteration # 81 - FCN = 297407.2965086 Edm = 0.402129 NCalls = 769 -VariableMetric: Iteration # 82 - FCN = 297406.7169937 Edm = 0.250326 NCalls = 771 -VariableMetric: Iteration # 83 - FCN = 297406.4991585 Edm = 0.197688 NCalls = 774 -VariableMetric: Iteration # 84 - FCN = 297406.2667159 Edm = 0.202406 NCalls = 776 -VariableMetric: Iteration # 85 - FCN = 297405.9313896 Edm = 0.693858 NCalls = 778 -VariableMetric: Iteration # 86 - FCN = 297405.7777591 Edm = 0.153411 NCalls = 780 -VariableMetric: Iteration # 87 - FCN = 297405.3974499 Edm = 0.299201 NCalls = 783 -VariableMetric: Iteration # 88 - FCN = 297405.2082795 Edm = 0.101246 NCalls = 785 -VariableMetric: Iteration # 89 - FCN = 297405.1023105 Edm = 0.0563675 NCalls = 786 -VariableMetric: Iteration # 90 - FCN = 297405.0276116 Edm = 0.020551 NCalls = 788 -VariableMetric: Iteration # 91 - FCN = 297404.9916322 Edm = 0.0211552 NCalls = 791 -VariableMetric: Iteration # 92 - FCN = 297404.9015517 Edm = 0.0801964 NCalls = 797 -VariableMetric: Iteration # 93 - FCN = 297404.81208 Edm = 0.190544 NCalls = 801 -VariableMetric: Iteration # 94 - FCN = 297404.7566927 Edm = 0.0764377 NCalls = 804 -VariableMetric: Iteration # 95 - FCN = 297404.6322949 Edm = 0.0500712 NCalls = 807 -VariableMetric: Iteration # 96 - FCN = 297404.5336969 Edm = 0.0199647 NCalls = 810 -VariableMetric: Iteration # 97 - FCN = 297404.499808 Edm = 0.00447707 NCalls = 812 -VariableMetric: Iteration # 98 - FCN = 297404.4931284 Edm = 0.000599228 NCalls = 814 -VariableMetric: Iteration # 99 - FCN = 297404.4925246 Edm = 0.0482872 NCalls = 815 -VariableMetric: Iteration # 100 - FCN = 297403.0749193 Edm = 1.1879 NCalls = 819 -VariableMetric: Iteration # 101 - FCN = 297396.8741198 Edm = 2.26811 NCalls = 824 -VariableMetric: Iteration # 102 - FCN = 297394.9001554 Edm = 0.496313 NCalls = 827 -VariableMetric: Iteration # 103 - FCN = 297394.2992156 Edm = 0.18282 NCalls = 830 -VariableMetric: Iteration # 104 - FCN = 297394.1624284 Edm = 0.0534039 NCalls = 832 -VariableMetric: Iteration # 105 - FCN = 297394.0648949 Edm = 0.0408945 NCalls = 835 -VariableMetric: Iteration # 106 - FCN = 297393.9965867 Edm = 0.0655878 NCalls = 838 -VariableMetric: Iteration # 107 - FCN = 297393.9285955 Edm = 0.064537 NCalls = 840 -VariableMetric: Iteration # 108 - FCN = 297393.8345289 Edm = 0.122499 NCalls = 842 -VariableMetric: Iteration # 109 - FCN = 297393.8000253 Edm = 0.033779 NCalls = 845 -VariableMetric: Iteration # 110 - FCN = 297393.5960114 Edm = 0.0622872 NCalls = 850 -VariableMetric: Iteration # 111 - FCN = 297393.4216327 Edm = 0.139468 NCalls = 852 -VariableMetric: Iteration # 112 - FCN = 297393.3332209 Edm = 0.231847 NCalls = 854 -VariableMetric: Iteration # 113 - FCN = 297393.1469353 Edm = 0.0595962 NCalls = 858 -VariableMetric: Iteration # 114 - FCN = 297393.0195945 Edm = 0.167419 NCalls = 861 -VariableMetric: Iteration # 115 - FCN = 297392.9191334 Edm = 0.05333 NCalls = 863 -VariableMetric: Iteration # 116 - FCN = 297392.8653386 Edm = 0.0154015 NCalls = 865 -VariableMetric: Iteration # 117 - FCN = 297392.8407388 Edm = 0.0145104 NCalls = 867 -VariableMetric: Iteration # 118 - FCN = 297392.814762 Edm = 0.0200264 NCalls = 869 -VariableMetric: Iteration # 119 - FCN = 297392.7802025 Edm = 0.0283858 NCalls = 871 -VariableMetric: Iteration # 120 - FCN = 297392.7112407 Edm = 0.0619567 NCalls = 874 -VariableMetric: Iteration # 121 - FCN = 297392.6579446 Edm = 0.102355 NCalls = 878 -VariableMetric: Iteration # 122 - FCN = 297392.4722367 Edm = 0.296729 NCalls = 883 -VariableMetric: Iteration # 123 - FCN = 297392.3576641 Edm = 0.231789 NCalls = 887 -VariableMetric: Iteration # 124 - FCN = 297391.9306024 Edm = 1.14289 NCalls = 892 -VariableMetric: Iteration # 125 - FCN = 297391.0060753 Edm = 3.46357 NCalls = 898 -VariableMetric: Iteration # 126 - FCN = 297390.9759111 Edm = 0.0149682 NCalls = 900 -VariableMetric: Iteration # 127 - FCN = 297390.9359166 Edm = 0.066335 NCalls = 902 -VariableMetric: Iteration # 128 - FCN = 297390.6512532 Edm = 0.303351 NCalls = 906 -VariableMetric: Iteration # 129 - FCN = 297389.7580428 Edm = 0.753 NCalls = 911 -VariableMetric: Iteration # 130 - FCN = 297387.5265339 Edm = 1.85 NCalls = 914 -VariableMetric: Iteration # 131 - FCN = 297386.4914488 Edm = 3.97302 NCalls = 918 -VariableMetric: Iteration # 132 - FCN = 297384.5972201 Edm = 3.61278 NCalls = 922 -VariableMetric: Iteration # 133 - FCN = 297382.9627035 Edm = 3.56478 NCalls = 925 -VariableMetric: Iteration # 134 - FCN = 297381.8108618 Edm = 1.99251 NCalls = 927 -VariableMetric: Iteration # 135 - FCN = 297380.0117347 Edm = 1.70823 NCalls = 929 -VariableMetric: Iteration # 136 - FCN = 297377.3987997 Edm = 3.00037 NCalls = 933 -VariableMetric: Iteration # 137 - FCN = 297376.0031991 Edm = 2.8047 NCalls = 937 -VariableMetric: Iteration # 138 - FCN = 297374.3617167 Edm = 3.97865 NCalls = 940 -VariableMetric: Iteration # 139 - FCN = 297372.4340733 Edm = 1.89235 NCalls = 944 -VariableMetric: Iteration # 140 - FCN = 297370.2383546 Edm = 0.62614 NCalls = 947 -VariableMetric: Iteration # 141 - FCN = 297369.6480141 Edm = 0.481783 NCalls = 948 -VariableMetric: Iteration # 142 - FCN = 297369.3624224 Edm = 0.48644 NCalls = 950 -VariableMetric: Iteration # 143 - FCN = 297368.8893206 Edm = 0.332054 NCalls = 953 -VariableMetric: Iteration # 144 - FCN = 297368.573026 Edm = 0.227847 NCalls = 955 -VariableMetric: Iteration # 145 - FCN = 297368.4443976 Edm = 0.0776196 NCalls = 957 -VariableMetric: Iteration # 146 - FCN = 297368.3474727 Edm = 0.0302241 NCalls = 959 -VariableMetric: Iteration # 147 - FCN = 297368.2926192 Edm = 0.022055 NCalls = 961 -VariableMetric: Iteration # 148 - FCN = 297368.2677607 Edm = 0.00523539 NCalls = 963 -VariableMetric: Iteration # 149 - FCN = 297368.2582372 Edm = 0.00330482 NCalls = 965 -VariableMetric: Iteration # 150 - FCN = 297368.2478964 Edm = 0.00301633 NCalls = 967 -VariableMetric: Iteration # 151 - FCN = 297368.2424408 Edm = 0.000322896 NCalls = 969 -VariableMetric: Iteration # 152 - FCN = 297368.2418964 Edm = 0.000120909 NCalls = 971 -VariableMetric: Iteration # 153 - FCN = 297368.2415895 Edm = 6.44315e-05 NCalls = 973 -VariableMetric: Iteration # 154 - FCN = 297368.2414425 Edm = 5.92387e-05 NCalls = 975 -VariableMetric: After Hessian - FCN = 297368.2414425 Edm = 0.00100422 NCalls = 1470 -VariableMetric: Iteration # 155 - FCN = 297368.2414425 Edm = 0.00100422 NCalls = 1470 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307173.4843847 Edm = 7.61715 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307173.4843847 Edm = 7.61715 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301247.4719273 Edm = 14.4951 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301229.065126 Edm = 17.6526 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298196.1573711 Edm = 24.7043 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298167.2949348 Edm = 26.948 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297861.6603354 Edm = 64.6079 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297811.3193469 Edm = 14.9936 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297799.677115 Edm = 0.967443 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297797.6196079 Edm = 2.28599 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297776.7301332 Edm = 19.6158 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297575.4666721 Edm = 3.83325 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297538.7238097 Edm = 3.51456 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297527.51076 Edm = 23.4801 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297513.6501732 Edm = 3.02736 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297510.8256591 Edm = 5.21698 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297499.6839585 Edm = 3.75604 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297486.2499661 Edm = 2.16471 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297484.9871402 Edm = 4.27373 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297481.3485709 Edm = 0.641955 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297480.7247576 Edm = 0.367783 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297480.3700453 Edm = 0.0520729 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297480.1795076 Edm = 0.0732297 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297471.7919029 Edm = 5.52763 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297471.4567266 Edm = 0.265807 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297470.9292753 Edm = 0.166847 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297470.2801828 Edm = 0.517763 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297468.0248059 Edm = 2.9815 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297447.8772603 Edm = 36.0302 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297447.4688963 Edm = 0.566715 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297442.1926299 Edm = 3.23863 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297423.105841 Edm = 6.28727 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297414.8443496 Edm = 0.103358 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297414.6669543 Edm = 0.049135 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297414.5515387 Edm = 0.0188728 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297414.4165571 Edm = 0.119456 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297410.0898952 Edm = 3.57662 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297370.8102967 Edm = 16.3198 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297364.992881 Edm = 5.23896 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297363.9075658 Edm = 0.919996 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297363.4011465 Edm = 0.0319207 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297363.3682777 Edm = 0.00603066 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297363.3511541 Edm = 0.0174713 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297362.1599893 Edm = 1.25974 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297362.0971751 Edm = 0.0593565 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297356.5708563 Edm = 1.59271 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297341.72379 Edm = 1.5421 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297339.2639464 Edm = 0.0199622 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297339.23687 Edm = 0.00205702 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297339.2171156 Edm = 0.00968494 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297339.1500119 Edm = 0.0499067 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297333.9915507 Edm = 2.7072 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297324.3562919 Edm = 0.654384 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297322.5683805 Edm = 0.303813 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297322.1790769 Edm = 0.210859 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297321.9816033 Edm = 0.0384296 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297321.9324796 Edm = 0.00460234 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297321.9273108 Edm = 0.00106609 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297321.9079995 Edm = 0.017179 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297320.3192803 Edm = 1.16458 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297311.6532833 Edm = 0.871297 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297310.7912331 Edm = 0.0697606 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297310.7364979 Edm = 0.00369891 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297310.7321552 Edm = 0.00105781 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297310.7297397 Edm = 0.00107581 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297310.7244207 Edm = 0.00575692 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297310.3434238 Edm = 0.313956 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297302.7296677 Edm = 1.70975 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297301.3137539 Edm = 0.46725 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297300.9087133 Edm = 0.0915048 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297300.6222807 Edm = 0.106166 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297300.4717222 Edm = 0.111918 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297300.3612256 Edm = 0.0317149 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297300.3061419 Edm = 0.00663277 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297300.2937988 Edm = 0.00751345 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297300.287017 Edm = 0.00111717 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297300.2855567 Edm = 0.000142606 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297300.2848279 Edm = 0.000343008 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297300.2696293 Edm = 0.0154295 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297300.2523922 Edm = 0.0147111 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297300.1137631 Edm = 0.294937 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297299.817021 Edm = 0.11626 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297299.5739544 Edm = 0.429328 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297299.3020437 Edm = 0.154993 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297298.7772668 Edm = 0.0427921 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297298.7348247 Edm = 0.00209719 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297298.732857 Edm = 0.00176817 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297298.7309757 Edm = 0.000535281 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297298.730034 Edm = 4.88931e-05 NCalls = 287 -VariableMetric: After Hessian - FCN = 297298.730034 Edm = 1501.09 NCalls = 760 -VariableMetric: Iteration # 88 - FCN = 297298.730034 Edm = 1501.09 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297297.4662977 Edm = 1878.21 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297296.9860494 Edm = 0.9123 NCalls = 774 -VariableMetric: Iteration # 91 - FCN = 297296.2796512 Edm = 0.130891 NCalls = 775 -VariableMetric: Iteration # 92 - FCN = 297295.9579918 Edm = 0.0542034 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297295.7883409 Edm = 0.0534761 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297295.6129686 Edm = 0.0505443 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297295.547753 Edm = 0.0377166 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297295.4748056 Edm = 0.0337812 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297295.3973709 Edm = 0.016306 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297295.3711167 Edm = 0.0165817 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297295.3451109 Edm = 0.0075437 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297295.3327677 Edm = 0.00382671 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297295.3212167 Edm = 0.00212157 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297295.3173572 Edm = 0.00136821 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297295.3145683 Edm = 0.000945179 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297295.3113021 Edm = 0.00127 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297295.308284 Edm = 0.000958151 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297295.3043606 Edm = 0.00120068 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297295.2995191 Edm = 0.00160935 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297295.2915893 Edm = 0.00303287 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297295.2862865 Edm = 0.00148464 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297295.2819317 Edm = 0.00151668 NCalls = 818 -VariableMetric: Iteration # 111 - FCN = 297295.2793598 Edm = 0.000904408 NCalls = 820 -VariableMetric: Iteration # 112 - FCN = 297295.2771501 Edm = 0.000844881 NCalls = 822 -VariableMetric: Iteration # 113 - FCN = 297295.2750506 Edm = 0.000551662 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297295.2728954 Edm = 0.000567345 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297295.2699739 Edm = 0.000998339 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297295.2667924 Edm = 0.00122802 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297295.2602233 Edm = 0.00160442 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297295.2567629 Edm = 0.0011199 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297295.2479537 Edm = 0.00155162 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297295.2450059 Edm = 0.000835471 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297295.2418778 Edm = 0.00112812 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297295.2409673 Edm = 0.000438823 NCalls = 844 -VariableMetric: Iteration # 123 - FCN = 297295.2403706 Edm = 0.000241783 NCalls = 846 -VariableMetric: Iteration # 124 - FCN = 297295.239891 Edm = 0.000158469 NCalls = 848 -VariableMetric: Iteration # 125 - FCN = 297295.2395121 Edm = 8.79251e-05 NCalls = 850 -VariableMetric: Iteration # 126 - FCN = 297295.2392686 Edm = 7.00627e-05 NCalls = 852 -VariableMetric: After Hessian - FCN = 297295.2392686 Edm = 0.00115303 NCalls = 1335 -VariableMetric: Iteration # 127 - FCN = 297295.2392686 Edm = 0.00115303 NCalls = 1335 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304509.9071231 Edm = 24.9005 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304509.9071231 Edm = 24.9005 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303331.8931562 Edm = 2.42357 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 303327.708028 Edm = 4.83379 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 300942.257749 Edm = 30.8614 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298579.4538151 Edm = 13.7879 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298568.4687113 Edm = 20.3391 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297914.8897171 Edm = 120.643 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297750.3070675 Edm = 434.902 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297578.3543426 Edm = 3.75347 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297573.0174824 Edm = 0.619775 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297572.2476503 Edm = 0.262697 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297509.8013494 Edm = 41.3926 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297453.230485 Edm = 12.0217 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297442.6082199 Edm = 0.369861 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297442.2376957 Edm = 0.0514527 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297438.704029 Edm = 4.02008 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297438.0183092 Edm = 0.635012 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297430.793582 Edm = 5.49622 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297389.3502116 Edm = 2.47092 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297386.1472007 Edm = 0.0578991 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297385.9649669 Edm = 0.142201 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297337.1765783 Edm = 21.3747 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297268.6048946 Edm = 14.4957 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297259.2071824 Edm = 0.583871 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297258.6306726 Edm = 0.0338936 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297258.5392177 Edm = 0.0139948 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297258.5072619 Edm = 0.0141794 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297258.1627508 Edm = 0.31629 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297247.0219367 Edm = 1.52852 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297243.7978992 Edm = 2.02289 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297242.6028951 Edm = 0.92591 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297240.7629581 Edm = 0.329784 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297239.8951231 Edm = 0.0286434 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297239.8605461 Edm = 0.00723786 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297239.8564037 Edm = 0.00451285 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297239.8390673 Edm = 0.0126056 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297239.4632283 Edm = 0.311083 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297228.4506328 Edm = 2.07756 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297225.5733555 Edm = 1.58662 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297224.9267908 Edm = 0.222131 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297224.5759918 Edm = 0.30125 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297224.3926897 Edm = 0.304324 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297224.2132426 Edm = 0.0906521 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297224.0889273 Edm = 0.0319987 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297224.0265335 Edm = 0.00614386 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297224.0190505 Edm = 0.00515476 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297224.0109351 Edm = 0.00671408 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297223.9454538 Edm = 0.0557805 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297216.7611114 Edm = 4.08455 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297213.5949634 Edm = 2.60231 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297211.860422 Edm = 0.766932 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297211.5342771 Edm = 0.126162 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297211.4319671 Edm = 0.0134475 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297211.416931 Edm = 0.00261655 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297211.4134779 Edm = 0.002564 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297211.4019727 Edm = 0.00673259 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297211.2072805 Edm = 0.197343 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297210.5033551 Edm = 0.568717 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297201.1076283 Edm = 1.36696 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297199.2730166 Edm = 0.409053 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297198.7762285 Edm = 0.0867353 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297198.6698689 Edm = 0.00720675 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297198.6626629 Edm = 0.00103751 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297198.6615687 Edm = 0.000560789 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297198.6546565 Edm = 0.00744466 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297198.1337603 Edm = 0.101197 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297197.0263401 Edm = 0.906465 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297195.3692414 Edm = 0.291189 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297194.8085967 Edm = 0.162778 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297193.7829053 Edm = 0.494354 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297193.0176646 Edm = 0.304232 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297192.7747303 Edm = 0.043138 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297192.7370154 Edm = 0.0360568 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297192.7108959 Edm = 0.00671211 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297192.699653 Edm = 0.00210952 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297192.6956194 Edm = 0.000512238 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297192.694149 Edm = 0.00117353 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297192.678337 Edm = 0.0225562 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297192.676383 Edm = 0.00161083 NCalls = 240 -VariableMetric: Iteration # 79 - FCN = 297192.6302173 Edm = 0.0409725 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297190.7925362 Edm = 2.18857 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297190.0321594 Edm = 1.19575 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297189.2655285 Edm = 0.586376 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297187.3953426 Edm = 1.13987 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297185.9760697 Edm = 0.341506 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297185.6224664 Edm = 0.0446585 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297185.5883556 Edm = 0.00930957 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297185.5750532 Edm = 0.00471295 NCalls = 271 -VariableMetric: Iteration # 88 - FCN = 297185.5652536 Edm = 0.00126056 NCalls = 273 -VariableMetric: Iteration # 89 - FCN = 297185.5637969 Edm = 0.000226376 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297185.5620371 Edm = 0.00143337 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297185.392367 Edm = 0.153913 NCalls = 283 -VariableMetric: Iteration # 92 - FCN = 297182.7593382 Edm = 0.968561 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297181.2978441 Edm = 0.202643 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297181.1386467 Edm = 0.0481546 NCalls = 292 -VariableMetric: Iteration # 95 - FCN = 297181.0962552 Edm = 0.00225197 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297181.0939874 Edm = 0.000206192 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297181.0935693 Edm = 0.000174156 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297181.0909491 Edm = 0.00194719 NCalls = 301 -VariableMetric: Iteration # 99 - FCN = 297181.0041477 Edm = 0.0653826 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297180.3628579 Edm = 0.272846 NCalls = 308 -VariableMetric: Iteration # 101 - FCN = 297179.6803013 Edm = 0.104849 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297179.5806254 Edm = 0.00630541 NCalls = 312 -VariableMetric: Iteration # 103 - FCN = 297179.5753721 Edm = 0.000297779 NCalls = 314 -VariableMetric: Iteration # 104 - FCN = 297179.5750104 Edm = 3.92832e-05 NCalls = 316 -VariableMetric: After Hessian - FCN = 297179.5750104 Edm = 3.69634 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297179.5750104 Edm = 3.69634 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297176.4875245 Edm = 2.40033 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297176.2653872 Edm = 0.381342 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297176.0440074 Edm = 0.297793 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297175.4786133 Edm = 0.420942 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297175.387381 Edm = 0.624385 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297174.8777024 Edm = 0.154324 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297174.7101915 Edm = 0.00700199 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297174.7001729 Edm = 0.00104141 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297174.698796 Edm = 0.000285677 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297174.698506 Edm = 4.54949e-05 NCalls = 831 -VariableMetric: After Hessian - FCN = 297174.698506 Edm = 0.000168678 NCalls = 1322 -VariableMetric: Iteration # 116 - FCN = 297174.698506 Edm = 0.000168678 NCalls = 1322 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301725.2563603 Edm = 17.9349 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301725.2563603 Edm = 17.9349 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299391.2869906 Edm = 2.25674 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299387.2317795 Edm = 9.67206 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298335.6235092 Edm = 47.3163 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298110.4298736 Edm = 2.25446 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298108.1944984 Edm = 0.158672 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298104.9140114 Edm = 2.07961 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298043.9922918 Edm = 30.1578 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298002.1903002 Edm = 0.29889 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298001.7907058 Edm = 0.0743305 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298001.3517591 Edm = 0.283954 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297964.8262955 Edm = 24.0789 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297902.221663 Edm = 1.42486 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297900.3022981 Edm = 0.174348 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297900.0191324 Edm = 0.0902316 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297898.2470361 Edm = 1.9337 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297862.2883747 Edm = 26.5598 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297799.6592782 Edm = 2.49304 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297796.8504868 Edm = 0.0823757 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297796.6570391 Edm = 0.0793763 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297773.9486303 Edm = 227.603 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297747.6842848 Edm = 32.2187 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297707.3654447 Edm = 8.9691 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297695.8033464 Edm = 1.39029 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297694.6046348 Edm = 0.0411163 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297694.5394361 Edm = 0.0260529 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297693.3943878 Edm = 0.936915 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297679.0037584 Edm = 9.06881 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297536.7188377 Edm = 40.341 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297512.2027785 Edm = 2.9787 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297508.9775009 Edm = 0.269194 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297508.5803578 Edm = 0.0266365 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297508.5444849 Edm = 0.0059363 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297508.5092054 Edm = 0.0304008 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297505.3364776 Edm = 2.85432 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297473.5702657 Edm = 13.0175 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297451.1425439 Edm = 1.74803 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297449.6775051 Edm = 0.116476 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297449.5775672 Edm = 0.0101814 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297449.5686765 Edm = 0.00147037 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297449.5475641 Edm = 0.0266943 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297449.2333096 Edm = 0.440504 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297449.2281125 Edm = 0.00386623 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297447.8110466 Edm = 0.856746 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297434.9309257 Edm = 7.24626 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297429.6691849 Edm = 6.94116 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297425.2831522 Edm = 0.485343 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297425.0067334 Edm = 0.198566 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297424.7092627 Edm = 0.089656 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297424.5819144 Edm = 0.0383605 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297424.5445845 Edm = 0.00361886 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297424.5407883 Edm = 0.00103173 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297424.5376948 Edm = 0.00311155 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297424.3579095 Edm = 0.201455 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297424.3533643 Edm = 0.00396252 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297423.3900987 Edm = 0.276285 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297420.5987635 Edm = 1.10094 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297419.2702749 Edm = 0.413834 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297418.9416843 Edm = 0.0124721 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297418.9328582 Edm = 0.000618828 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297418.9320042 Edm = 0.000244883 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297418.9313817 Edm = 0.000362881 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297418.9263643 Edm = 0.00564414 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297418.4147386 Edm = 0.0770725 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297417.7990232 Edm = 0.0661387 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297417.7204969 Edm = 0.0013531 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297417.7189397 Edm = 0.000123905 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297417.7178601 Edm = 0.000900708 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297417.6943331 Edm = 0.022549 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297417.5450353 Edm = 0.125404 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297416.0212097 Edm = 0.353645 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297415.7210871 Edm = 0.0526422 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297415.6623324 Edm = 0.00174993 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297415.6604049 Edm = 0.000169337 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297415.659823 Edm = 0.000459271 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297415.6504504 Edm = 0.0132908 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297415.6452531 Edm = 0.00496244 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297415.6370198 Edm = 0.00749234 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297410.633607 Edm = 2.62242 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297408.169859 Edm = 1.95865 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297406.4970959 Edm = 0.725199 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297405.8993861 Edm = 0.0585421 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297405.8438271 Edm = 0.00358425 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297405.8409817 Edm = 0.000362242 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297405.8386755 Edm = 0.00226133 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297405.8071951 Edm = 0.0160613 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297405.6489646 Edm = 0.137989 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297402.372472 Edm = 1.36168 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297400.7616992 Edm = 0.186627 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297400.6165419 Edm = 0.00715217 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297400.6090433 Edm = 0.000653524 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297400.6083033 Edm = 7.4012e-05 NCalls = 294 -VariableMetric: After Hessian - FCN = 297400.6083033 Edm = 3.08289 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297400.6083033 Edm = 3.08289 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297397.7534054 Edm = 0.159392 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297397.6245647 Edm = 0.0380599 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297397.5770248 Edm = 0.010727 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297397.557445 Edm = 0.00813467 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297397.5441352 Edm = 0.0030519 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297397.5355269 Edm = 0.00175239 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297397.5336527 Edm = 0.0007485 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297397.532757 Edm = 0.000376429 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297397.5320606 Edm = 0.000118618 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297397.5318986 Edm = 2.24019e-05 NCalls = 791 -VariableMetric: After Hessian - FCN = 297397.5318986 Edm = 2.28302e-05 NCalls = 1272 -VariableMetric: Iteration # 103 - FCN = 297397.5318986 Edm = 2.28302e-05 NCalls = 1272 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317222.6873298 Edm = 110.439 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317222.6873298 Edm = 110.439 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303487.8242615 Edm = 7.21408 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303158.4121932 Edm = 70.6083 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302045.3043051 Edm = 5.30684 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 302034.2994606 Edm = 22.2213 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301335.8440428 Edm = 1011.92 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 301076.9475586 Edm = 1196.42 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 301041.3898447 Edm = 134.268 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 300822.0169103 Edm = 8.85297 NCalls = 50 -VariableMetric: Iteration # 9 - FCN = 300790.3188446 Edm = 21.7767 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 299270.2973272 Edm = 1108.45 NCalls = 60 -VariableMetric: Iteration # 11 - FCN = 299265.5794757 Edm = 323.104 NCalls = 62 -VariableMetric: Iteration # 12 - FCN = 299226.1311678 Edm = 18.8802 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 298577.5974982 Edm = 290.039 NCalls = 71 -VariableMetric: Iteration # 14 - FCN = 298006.1017627 Edm = 381.687 NCalls = 74 -VariableMetric: Iteration # 15 - FCN = 297716.5938127 Edm = 12.146 NCalls = 76 -VariableMetric: Iteration # 16 - FCN = 297703.3911557 Edm = 0.247096 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297702.7491697 Edm = 0.0636048 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297702.5623916 Edm = 0.125359 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297647.6931269 Edm = 2.91064 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 297633.1307544 Edm = 0.095775 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297632.9165917 Edm = 0.100792 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297597.223573 Edm = 23.9333 NCalls = 99 -VariableMetric: Iteration # 23 - FCN = 297469.9916586 Edm = 5.51984 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297464.8868312 Edm = 0.0649239 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297464.7994294 Edm = 0.0179039 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297464.6770867 Edm = 0.0757166 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297450.7309187 Edm = 9.00005 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297422.4874637 Edm = 11.4195 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297412.3421467 Edm = 3.69504 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297404.678834 Edm = 2.88634 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297400.5041874 Edm = 0.851814 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297399.4568029 Edm = 0.141415 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297399.2787738 Edm = 0.0148738 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297399.2288325 Edm = 0.0277819 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297397.5440954 Edm = 1.41913 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297359.5397945 Edm = 4.74796 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297352.9246919 Edm = 0.593064 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297351.6698999 Edm = 0.913941 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297351.3109016 Edm = 0.279418 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297350.1254747 Edm = 0.27025 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297349.7172802 Edm = 0.211572 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297349.5498857 Edm = 0.0944835 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297349.4041173 Edm = 0.0368539 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297349.3702757 Edm = 0.0155335 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297349.3461508 Edm = 0.00491407 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297349.3104151 Edm = 0.0235868 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297348.7362555 Edm = 0.646988 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297344.4955868 Edm = 11.9201 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297344.311471 Edm = 0.243942 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297344.1231467 Edm = 0.0647323 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297343.7174999 Edm = 0.0920586 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297343.4351158 Edm = 0.126158 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297342.4633254 Edm = 1.12955 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297339.5088906 Edm = 2.23441 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297330.6724881 Edm = 21.4643 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297323.9720438 Edm = 5.86246 NCalls = 211 -VariableMetric: Iteration # 57 - FCN = 297302.7080004 Edm = 3.41216 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297297.4497394 Edm = 2.2487 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297294.1518968 Edm = 3.64149 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297291.732053 Edm = 2.02697 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297284.8713492 Edm = 4.53941 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297280.9557098 Edm = 4.59853 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297277.7685986 Edm = 0.358083 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297277.3617152 Edm = 0.106266 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297277.1674521 Edm = 0.0847143 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297276.8796215 Edm = 0.0956579 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297276.7290785 Edm = 0.0246775 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297276.7023896 Edm = 0.00784955 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297276.691583 Edm = 0.00343437 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297276.6743481 Edm = 0.0137449 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297276.432884 Edm = 0.208888 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297274.1750898 Edm = 2.97984 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297268.7072961 Edm = 3.43342 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297263.316822 Edm = 0.307243 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297262.8953578 Edm = 0.0999463 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297262.758932 Edm = 0.157464 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297262.5019822 Edm = 0.0519465 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297255.1391142 Edm = 26.6452 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297252.6800645 Edm = 236543 NCalls = 291 -VariableMetric: Iteration # 80 - FCN = 297252.3137828 Edm = 23470.9 NCalls = 298 -VariableMetric: Iteration # 81 - FCN = 297250.3413163 Edm = 16707.3 NCalls = 304 -VariableMetric: Iteration # 82 - FCN = 297248.7569986 Edm = 3729.65 NCalls = 309 -VariableMetric: Iteration # 83 - FCN = 297244.496958 Edm = 530.2 NCalls = 313 -VariableMetric: Iteration # 84 - FCN = 297242.8879327 Edm = 705.549 NCalls = 316 -VariableMetric: Iteration # 85 - FCN = 297241.3341044 Edm = 560.121 NCalls = 319 -VariableMetric: Iteration # 86 - FCN = 297238.784549 Edm = 242.392 NCalls = 322 -VariableMetric: Iteration # 87 - FCN = 297238.1506327 Edm = 306.39 NCalls = 325 -VariableMetric: Iteration # 88 - FCN = 297237.333702 Edm = 106.473 NCalls = 328 -VariableMetric: Iteration # 89 - FCN = 297236.6728768 Edm = 262.13 NCalls = 331 -VariableMetric: Iteration # 90 - FCN = 297235.9829487 Edm = 76.4005 NCalls = 334 -VariableMetric: Iteration # 91 - FCN = 297235.6774391 Edm = 17.0946 NCalls = 337 -VariableMetric: Iteration # 92 - FCN = 297235.2175924 Edm = 164.04 NCalls = 339 -VariableMetric: Iteration # 93 - FCN = 297235.1868405 Edm = 23.0019 NCalls = 341 -VariableMetric: Iteration # 94 - FCN = 297234.9763707 Edm = 1.65788 NCalls = 343 -VariableMetric: Iteration # 95 - FCN = 297234.7510715 Edm = 1.99532 NCalls = 345 -VariableMetric: Iteration # 96 - FCN = 297234.3932608 Edm = 4.25936 NCalls = 347 -VariableMetric: Iteration # 97 - FCN = 297234.0430211 Edm = 0.832275 NCalls = 349 -VariableMetric: Iteration # 98 - FCN = 297233.9539638 Edm = 0.304832 NCalls = 351 -VariableMetric: Iteration # 99 - FCN = 297233.9016845 Edm = 0.157809 NCalls = 353 -VariableMetric: Iteration # 100 - FCN = 297233.8415584 Edm = 0.185505 NCalls = 355 -VariableMetric: Iteration # 101 - FCN = 297233.7998969 Edm = 0.187199 NCalls = 357 -VariableMetric: Iteration # 102 - FCN = 297233.7606806 Edm = 0.0541369 NCalls = 359 -VariableMetric: Iteration # 103 - FCN = 297233.7428574 Edm = 0.0701354 NCalls = 361 -VariableMetric: Iteration # 104 - FCN = 297233.712933 Edm = 0.0146379 NCalls = 363 -VariableMetric: Iteration # 105 - FCN = 297233.7038025 Edm = 0.00560123 NCalls = 365 -VariableMetric: Iteration # 106 - FCN = 297233.6975944 Edm = 0.00131373 NCalls = 367 -VariableMetric: Iteration # 107 - FCN = 297233.695852 Edm = 0.000438786 NCalls = 369 -VariableMetric: Iteration # 108 - FCN = 297233.694455 Edm = 0.000439822 NCalls = 371 -VariableMetric: Iteration # 109 - FCN = 297233.6936537 Edm = 9.85749e-05 NCalls = 373 -VariableMetric: Iteration # 110 - FCN = 297233.6935114 Edm = 2.32683e-05 NCalls = 375 -VariableMetric: After Hessian - FCN = 297233.6935114 Edm = 4.13468e-05 NCalls = 860 -VariableMetric: Iteration # 111 - FCN = 297233.6935114 Edm = 4.13468e-05 NCalls = 860 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302254.4287459 Edm = 23.1598 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302254.4287459 Edm = 23.1598 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297983.1802183 Edm = 0.257921 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 297982.2991715 Edm = 0.302637 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297929.9392049 Edm = 41.5789 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297780.6654122 Edm = 2.74755 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297776.6788973 Edm = 0.324818 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297775.7371486 Edm = 0.371061 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297716.4768857 Edm = 31.6522 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297643.527014 Edm = 19.8411 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297628.9151769 Edm = 0.597459 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297628.0747336 Edm = 0.140436 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297606.7806463 Edm = 22.1073 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297605.3036801 Edm = 1.36961 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297576.211723 Edm = 14.6149 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297536.2622848 Edm = 1.97579 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297533.9983315 Edm = 0.176297 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297533.6014625 Edm = 0.271826 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297495.1377308 Edm = 36.8178 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297338.7503888 Edm = 11.7091 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297320.0827079 Edm = 4.61357 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297315.4178562 Edm = 0.550228 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297314.8385084 Edm = 0.0223671 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297314.8064926 Edm = 0.00856711 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297313.8102368 Edm = 0.945585 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297279.3758929 Edm = 4.97777 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297271.627137 Edm = 1.41149 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297270.2561781 Edm = 0.344218 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297269.9676333 Edm = 0.0228339 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297269.9348235 Edm = 0.00429762 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297269.8987095 Edm = 0.0305847 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297263.8367453 Edm = 3.32038 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297257.2371831 Edm = 0.517224 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297256.819309 Edm = 0.581881 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297256.0556915 Edm = 0.202491 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297255.7515429 Edm = 0.0620114 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297255.7141009 Edm = 0.0071714 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297255.7038718 Edm = 0.0015279 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297255.6953472 Edm = 0.00679038 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297255.4363106 Edm = 0.253612 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297246.1283564 Edm = 2.43778 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297240.3885885 Edm = 5.99496 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297235.3888593 Edm = 1.91389 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297233.9968557 Edm = 0.105225 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297233.9028923 Edm = 0.0379521 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297233.8725452 Edm = 0.00613077 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297233.8661464 Edm = 0.00414616 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297233.8526517 Edm = 0.0128771 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297233.5551211 Edm = 0.283551 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297228.2319041 Edm = 3.94683 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297221.569608 Edm = 3.41565 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297220.4619068 Edm = 0.675173 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297219.974718 Edm = 0.0534785 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297219.9204386 Edm = 0.00613739 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297219.9153038 Edm = 0.00036779 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297219.9146155 Edm = 0.000367364 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297219.9072791 Edm = 0.00634525 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297219.7842611 Edm = 0.102667 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297216.7345562 Edm = 2.22106 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297213.0512964 Edm = 1.02801 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297212.050185 Edm = 0.23997 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297211.9058627 Edm = 0.0192606 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297211.8865004 Edm = 0.000847614 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297211.8855213 Edm = 0.000312807 NCalls = 191 -VariableMetric: Iteration # 63 - FCN = 297211.8818395 Edm = 0.00445086 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297211.7628208 Edm = 0.13289 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297211.7603858 Edm = 0.00226768 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297211.421397 Edm = 0.0882752 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297210.2179394 Edm = 0.6825 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297208.4493214 Edm = 0.216133 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297208.2238563 Edm = 0.0254476 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297208.1952616 Edm = 0.00217417 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297208.1927899 Edm = 0.00017372 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297208.1915903 Edm = 0.000873394 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297208.1436401 Edm = 0.0451508 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297206.0795651 Edm = 0.982875 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297203.678439 Edm = 0.205664 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297203.4961653 Edm = 0.0228434 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297203.4738667 Edm = 0.0016031 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297203.4725719 Edm = 0.000383128 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297203.4721617 Edm = 9.13674e-05 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297203.4717618 Edm = 0.000176175 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297203.4646857 Edm = 0.00687855 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297203.234045 Edm = 0.0809124 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297202.5441823 Edm = 0.151536 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297202.2629648 Edm = 0.00687335 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297202.2562767 Edm = 0.000323246 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297202.2558474 Edm = 5.60684e-05 NCalls = 266 -VariableMetric: After Hessian - FCN = 297202.2558474 Edm = 35742.1 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297202.2558474 Edm = 35742.1 NCalls = 737 -VariableMetric: Iteration # 88 - FCN = 297199.5235034 Edm = 34276 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297197.7430882 Edm = 0.187332 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297192.9508298 Edm = 4.43529 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297192.7034721 Edm = 0.747108 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297188.948829 Edm = 10.9809 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297186.6263017 Edm = 2.60675 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297183.0784909 Edm = 1.00965 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297181.8147607 Edm = 0.254953 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297180.5897201 Edm = 0.917274 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297178.3772821 Edm = 5.9654 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297176.4822392 Edm = 4.19843 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297175.5656063 Edm = 2.12331 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297173.9837352 Edm = 1.42011 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297165.8026983 Edm = 5.40091 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297162.7389477 Edm = 0.897747 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297161.6730835 Edm = 0.469655 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297161.1890178 Edm = 0.216928 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297160.9040756 Edm = 0.0600445 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297160.7670886 Edm = 0.0552267 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297160.6648077 Edm = 0.0333945 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297160.5733341 Edm = 0.029825 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297160.501872 Edm = 0.0311809 NCalls = 815 -VariableMetric: Iteration # 110 - FCN = 297160.4170092 Edm = 0.0240077 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297160.3542267 Edm = 0.0161044 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297160.3248666 Edm = 0.003676 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297160.3100923 Edm = 0.00733633 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297160.2887778 Edm = 0.00345579 NCalls = 825 -VariableMetric: Iteration # 115 - FCN = 297160.2748501 Edm = 0.00598719 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297160.2616393 Edm = 0.00267006 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297160.2318504 Edm = 0.0134197 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297160.2062553 Edm = 0.00201996 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297160.193006 Edm = 0.00907468 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297160.1456837 Edm = 0.00556103 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297160.1176705 Edm = 0.0121522 NCalls = 841 -VariableMetric: Iteration # 122 - FCN = 297160.0896252 Edm = 0.00232954 NCalls = 843 -VariableMetric: Iteration # 123 - FCN = 297160.0816366 Edm = 0.00356421 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297160.0710591 Edm = 0.00128007 NCalls = 847 -VariableMetric: Iteration # 125 - FCN = 297160.0661938 Edm = 0.00159561 NCalls = 849 -VariableMetric: Iteration # 126 - FCN = 297160.0635793 Edm = 7.00387e-05 NCalls = 851 -VariableMetric: After Hessian - FCN = 297160.0635793 Edm = 0.00316608 NCalls = 1328 -VariableMetric: Iteration # 127 - FCN = 297160.0635793 Edm = 0.00316608 NCalls = 1328 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311082.2264422 Edm = 17.3688 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311082.2264422 Edm = 17.3688 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299299.9291776 Edm = 5491.46 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299299.9291776 Edm = 5491.46 NCalls = 23 -VariableMetric: After Hessian - FCN = 299299.9291776 Edm = 100448 NCalls = 494 -VariableMetric: Iteration # 3 - FCN = 299299.9291776 Edm = 100448 NCalls = 494 -VariableMetric: Iteration # 4 - FCN = 299261.1683466 Edm = 4.5115e+06 NCalls = 503 -VariableMetric: Iteration # 5 - FCN = 298948.8485038 Edm = 230.095 NCalls = 507 -VariableMetric: Iteration # 6 - FCN = 298434.8734104 Edm = 66.4475 NCalls = 509 -VariableMetric: Iteration # 7 - FCN = 298361.4831265 Edm = 54.7989 NCalls = 511 -VariableMetric: Iteration # 8 - FCN = 298325.2342929 Edm = 26.9358 NCalls = 513 -VariableMetric: Iteration # 9 - FCN = 298250.2061817 Edm = 61.5945 NCalls = 517 -VariableMetric: Iteration # 10 - FCN = 297835.2240996 Edm = 21.1945 NCalls = 521 -VariableMetric: Iteration # 11 - FCN = 297780.5867027 Edm = 7.98125 NCalls = 524 -VariableMetric: Iteration # 12 - FCN = 297738.3030012 Edm = 30.2328 NCalls = 527 -VariableMetric: Iteration # 13 - FCN = 297502.3240189 Edm = 84.6524 NCalls = 530 -VariableMetric: Iteration # 14 - FCN = 297401.2851489 Edm = 7.43161 NCalls = 532 -VariableMetric: Iteration # 15 - FCN = 297387.7620287 Edm = 2.86641 NCalls = 534 -VariableMetric: Iteration # 16 - FCN = 297341.5550715 Edm = 19.4611 NCalls = 538 -VariableMetric: Iteration # 17 - FCN = 297311.6643202 Edm = 0.623653 NCalls = 540 -VariableMetric: Iteration # 18 - FCN = 297310.4126816 Edm = 0.366185 NCalls = 542 -VariableMetric: Iteration # 19 - FCN = 297306.7768027 Edm = 2.95143 NCalls = 545 -VariableMetric: Iteration # 20 - FCN = 297295.1887764 Edm = 0.261661 NCalls = 547 -VariableMetric: Iteration # 21 - FCN = 297294.6512191 Edm = 0.295804 NCalls = 549 -VariableMetric: Iteration # 22 - FCN = 297278.9590971 Edm = 4.27818 NCalls = 555 -VariableMetric: Iteration # 23 - FCN = 297271.9601841 Edm = 0.388657 NCalls = 557 -VariableMetric: Iteration # 24 - FCN = 297271.4323477 Edm = 0.0717147 NCalls = 559 -VariableMetric: Iteration # 25 - FCN = 297270.3116514 Edm = 0.946038 NCalls = 562 -VariableMetric: Iteration # 26 - FCN = 297267.293994 Edm = 0.591492 NCalls = 564 -VariableMetric: Iteration # 27 - FCN = 297266.6447583 Edm = 0.0362803 NCalls = 566 -VariableMetric: Iteration # 28 - FCN = 297266.5310284 Edm = 0.0772555 NCalls = 568 -VariableMetric: Iteration # 29 - FCN = 297262.015491 Edm = 4.4688 NCalls = 573 -VariableMetric: Iteration # 30 - FCN = 297231.2847053 Edm = 1.96436 NCalls = 577 -VariableMetric: Iteration # 31 - FCN = 297228.947001 Edm = 0.407891 NCalls = 579 -VariableMetric: Iteration # 32 - FCN = 297228.5210546 Edm = 0.104374 NCalls = 581 -VariableMetric: Iteration # 33 - FCN = 297228.3493815 Edm = 0.0485934 NCalls = 583 -VariableMetric: Iteration # 34 - FCN = 297227.8967417 Edm = 0.59833 NCalls = 586 -VariableMetric: Iteration # 35 - FCN = 297225.0267342 Edm = 2.15539 NCalls = 591 -VariableMetric: Iteration # 36 - FCN = 297220.6968354 Edm = 0.61454 NCalls = 593 -VariableMetric: Iteration # 37 - FCN = 297219.9239185 Edm = 0.0959204 NCalls = 595 -VariableMetric: Iteration # 38 - FCN = 297219.7975233 Edm = 0.0115288 NCalls = 597 -VariableMetric: Iteration # 39 - FCN = 297219.7770245 Edm = 0.00645678 NCalls = 599 -VariableMetric: Iteration # 40 - FCN = 297219.6740996 Edm = 0.0809948 NCalls = 602 -VariableMetric: Iteration # 41 - FCN = 297217.2046323 Edm = 1.41477 NCalls = 606 -VariableMetric: Iteration # 42 - FCN = 297213.6531903 Edm = 0.714509 NCalls = 608 -VariableMetric: Iteration # 43 - FCN = 297213.0014305 Edm = 0.0430239 NCalls = 609 -VariableMetric: Iteration # 44 - FCN = 297212.9686246 Edm = 0.00135979 NCalls = 611 -VariableMetric: Iteration # 45 - FCN = 297212.9669358 Edm = 0.000576239 NCalls = 613 -VariableMetric: Iteration # 46 - FCN = 297212.9578665 Edm = 0.00976146 NCalls = 617 -VariableMetric: Iteration # 47 - FCN = 297212.4254923 Edm = 0.176788 NCalls = 624 -VariableMetric: Iteration # 48 - FCN = 297211.2798642 Edm = 0.213965 NCalls = 626 -VariableMetric: Iteration # 49 - FCN = 297211.0341672 Edm = 0.0049418 NCalls = 628 -VariableMetric: Iteration # 50 - FCN = 297211.0290653 Edm = 0.000334376 NCalls = 629 -VariableMetric: Iteration # 51 - FCN = 297211.0265307 Edm = 0.00167719 NCalls = 632 -VariableMetric: Iteration # 52 - FCN = 297211.0004028 Edm = 0.0142556 NCalls = 635 -VariableMetric: Iteration # 53 - FCN = 297210.6582201 Edm = 0.166094 NCalls = 639 -VariableMetric: Iteration # 54 - FCN = 297210.1716581 Edm = 0.0148238 NCalls = 641 -VariableMetric: Iteration # 55 - FCN = 297210.1553529 Edm = 0.000759911 NCalls = 643 -VariableMetric: Iteration # 56 - FCN = 297210.1514553 Edm = 0.00112786 NCalls = 645 -VariableMetric: Iteration # 57 - FCN = 297210.1494768 Edm = 0.000262476 NCalls = 647 -VariableMetric: Iteration # 58 - FCN = 297210.1485505 Edm = 0.000765397 NCalls = 649 -VariableMetric: Iteration # 59 - FCN = 297210.1241172 Edm = 0.0189209 NCalls = 655 -VariableMetric: Iteration # 60 - FCN = 297209.9567041 Edm = 0.0244127 NCalls = 659 -VariableMetric: Iteration # 61 - FCN = 297209.9373947 Edm = 0.00230613 NCalls = 661 -VariableMetric: Iteration # 62 - FCN = 297209.9354313 Edm = 8.58461e-05 NCalls = 663 -VariableMetric: Iteration # 63 - FCN = 297209.9351775 Edm = 0.000144925 NCalls = 665 -VariableMetric: Iteration # 64 - FCN = 297209.9347056 Edm = 4.84213e-05 NCalls = 668 -VariableMetric: After Hessian - FCN = 297209.9347056 Edm = 0.433686 NCalls = 1143 -VariableMetric: Iteration # 65 - FCN = 297209.9347056 Edm = 0.433686 NCalls = 1143 -VariableMetric: Iteration # 66 - FCN = 297209.8850973 Edm = 0.367365 NCalls = 1145 -VariableMetric: Iteration # 67 - FCN = 297209.8731525 Edm = 0.120779 NCalls = 1148 -VariableMetric: Iteration # 68 - FCN = 297209.6698187 Edm = 0.0972336 NCalls = 1151 -VariableMetric: Iteration # 69 - FCN = 297209.6266885 Edm = 0.117989 NCalls = 1153 -VariableMetric: Iteration # 70 - FCN = 297209.5051778 Edm = 0.109173 NCalls = 1156 -VariableMetric: Iteration # 71 - FCN = 297209.4232527 Edm = 0.0750906 NCalls = 1159 -VariableMetric: Iteration # 72 - FCN = 297209.3006597 Edm = 0.209967 NCalls = 1162 -VariableMetric: Iteration # 73 - FCN = 297209.2334007 Edm = 0.0834624 NCalls = 1165 -VariableMetric: Iteration # 74 - FCN = 297209.1708451 Edm = 0.0435118 NCalls = 1168 -VariableMetric: Iteration # 75 - FCN = 297209.125369 Edm = 0.0175191 NCalls = 1170 -VariableMetric: Iteration # 76 - FCN = 297209.1108628 Edm = 0.0155729 NCalls = 1172 -VariableMetric: Iteration # 77 - FCN = 297209.0892826 Edm = 0.0189003 NCalls = 1174 -VariableMetric: Iteration # 78 - FCN = 297209.0820403 Edm = 0.00982852 NCalls = 1176 -VariableMetric: Iteration # 79 - FCN = 297209.0698064 Edm = 0.00486846 NCalls = 1178 -VariableMetric: Iteration # 80 - FCN = 297209.0629246 Edm = 0.00472817 NCalls = 1180 -VariableMetric: Iteration # 81 - FCN = 297209.0579178 Edm = 0.00276005 NCalls = 1182 -VariableMetric: Iteration # 82 - FCN = 297209.0520444 Edm = 0.00190849 NCalls = 1184 -VariableMetric: Iteration # 83 - FCN = 297209.0480911 Edm = 0.00210177 NCalls = 1186 -VariableMetric: Iteration # 84 - FCN = 297209.044053 Edm = 0.000910134 NCalls = 1188 -VariableMetric: Iteration # 85 - FCN = 297209.0429709 Edm = 0.000115376 NCalls = 1190 -VariableMetric: Iteration # 86 - FCN = 297209.0428264 Edm = 7.53963e-05 NCalls = 1192 -VariableMetric: After Hessian - FCN = 297209.0428264 Edm = 0.0133692 NCalls = 1675 -VariableMetric: Iteration # 87 - FCN = 297209.0428264 Edm = 0.0133692 NCalls = 1675 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330784.2710208 Edm = 2495.16 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330784.2710208 Edm = 2495.16 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299412.6767184 Edm = 165.662 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298512.8571254 Edm = 2.94269 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 298505.0074901 Edm = 2.82623 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298312.7874994 Edm = 62.4709 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298151.5546389 Edm = 0.976054 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298150.3011812 Edm = 0.172736 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298148.8049498 Edm = 1.58261 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298098.7795417 Edm = 28.2428 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297965.7777508 Edm = 5.32858 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297959.2937672 Edm = 0.329323 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297958.6218413 Edm = 0.167805 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297926.3377647 Edm = 20.202 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297782.6142836 Edm = 8.28243 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297772.1698271 Edm = 0.240928 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297771.8706574 Edm = 0.0637408 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297771.2117166 Edm = 0.530565 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297714.7486751 Edm = 21.5779 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297610.9992733 Edm = 12.6041 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297596.676326 Edm = 0.284755 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297596.3837187 Edm = 0.0296196 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297596.343906 Edm = 0.020913 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297595.9593452 Edm = 0.444335 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297594.4976491 Edm = 1.40728 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297508.0317474 Edm = 33.6528 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297478.0651787 Edm = 2.78303 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297476.2283504 Edm = 1.41933 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297472.9625258 Edm = 0.346892 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297472.4817062 Edm = 0.0425322 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297472.2998014 Edm = 0.0911191 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297471.4290289 Edm = 0.64504 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297444.459926 Edm = 17.5307 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297396.4860344 Edm = 3.31787 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297392.7719166 Edm = 0.40342 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297392.4502631 Edm = 0.0168591 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297392.4281901 Edm = 0.00725115 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297392.3699196 Edm = 0.0563051 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297390.49061 Edm = 1.8781 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297389.5628494 Edm = 0.907084 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297370.2712708 Edm = 8.31912 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297360.2272104 Edm = 1.92099 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297359.366337 Edm = 1.47332 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297358.2709742 Edm = 0.340591 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297357.4541722 Edm = 0.221279 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297357.0449483 Edm = 0.0376077 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297357.004963 Edm = 0.00829378 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297356.9947762 Edm = 0.00416997 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297356.9735404 Edm = 0.0136792 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297355.0361079 Edm = 1.60402 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297316.2000436 Edm = 2.20169 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297309.7663698 Edm = 4.44216 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297300.1555971 Edm = 6.60312 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297288.5646055 Edm = 13.9771 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297284.0865877 Edm = 2.71255 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297283.0312451 Edm = 8.66966 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297279.4025608 Edm = 1.73102 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297276.9068992 Edm = 1.52675 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297272.3237111 Edm = 1.88369 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297270.7496925 Edm = 1.79854 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297269.6357299 Edm = 0.369642 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297268.5797511 Edm = 0.710059 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297268.0226827 Edm = 0.315043 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297267.5982696 Edm = 0.089299 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297267.3952417 Edm = 0.0497339 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297267.2959174 Edm = 0.0509759 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297267.1973108 Edm = 0.0254034 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297267.1550172 Edm = 0.0253419 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297267.1308686 Edm = 0.00713285 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297267.0930726 Edm = 0.027296 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297265.8210411 Edm = 1.07901 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297257.8189136 Edm = 8.64374 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297250.4724777 Edm = 1.40215 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297249.3278129 Edm = 0.347154 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297249.1212638 Edm = 0.0430886 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297249.0955448 Edm = 0.0120271 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297249.071138 Edm = 0.010262 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297249.0622943 Edm = 0.00262045 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297249.0592045 Edm = 0.000514203 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297249.0578001 Edm = 0.0005705 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297249.0557628 Edm = 0.00116992 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297249.0413984 Edm = 0.0105522 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297248.5929629 Edm = 0.929349 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297248.5581291 Edm = 0.0437976 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297248.5125041 Edm = 0.0360799 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297248.4206894 Edm = 0.0503654 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297248.2185698 Edm = 0.137364 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297244.7971421 Edm = 2.67417 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297242.3472527 Edm = 0.739777 NCalls = 271 -VariableMetric: Iteration # 88 - FCN = 297241.5592963 Edm = 0.102629 NCalls = 273 -VariableMetric: Iteration # 89 - FCN = 297241.410807 Edm = 0.035921 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297241.3651024 Edm = 0.00442006 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297241.3603739 Edm = 0.000547386 NCalls = 279 -VariableMetric: Iteration # 92 - FCN = 297241.3595609 Edm = 0.000368869 NCalls = 281 -VariableMetric: Iteration # 93 - FCN = 297241.3587563 Edm = 0.00019376 NCalls = 283 -VariableMetric: Iteration # 94 - FCN = 297241.35845 Edm = 0.000107895 NCalls = 285 -VariableMetric: Iteration # 95 - FCN = 297241.3519399 Edm = 0.00724571 NCalls = 290 -VariableMetric: Iteration # 96 - FCN = 297241.1471286 Edm = 0.0144063 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297240.4638464 Edm = 0.246243 NCalls = 299 -VariableMetric: Iteration # 98 - FCN = 297240.1745816 Edm = 0.0744914 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297240.0887437 Edm = 0.0676398 NCalls = 302 -VariableMetric: Iteration # 100 - FCN = 297240.0366184 Edm = 0.0540655 NCalls = 305 -VariableMetric: Iteration # 101 - FCN = 297239.9888154 Edm = 0.00971121 NCalls = 307 -VariableMetric: Iteration # 102 - FCN = 297239.980762 Edm = 0.000634147 NCalls = 309 -VariableMetric: Iteration # 103 - FCN = 297239.9802569 Edm = 9.86664e-05 NCalls = 311 -VariableMetric: Iteration # 104 - FCN = 297239.9797947 Edm = 0.000385364 NCalls = 314 -VariableMetric: Iteration # 105 - FCN = 297239.9705544 Edm = 0.00588225 NCalls = 319 -VariableMetric: Iteration # 106 - FCN = 297239.8582978 Edm = 0.108333 NCalls = 323 -VariableMetric: Iteration # 107 - FCN = 297236.5607913 Edm = 2.53401 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297236.5477836 Edm = 0.0153323 NCalls = 333 -VariableMetric: Iteration # 109 - FCN = 297236.4558745 Edm = 0.110476 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297235.8038532 Edm = 0.573597 NCalls = 341 -VariableMetric: Iteration # 111 - FCN = 297231.5295406 Edm = 0.326048 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297231.1199994 Edm = 0.0503612 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297231.0879632 Edm = 0.0113691 NCalls = 350 -VariableMetric: Iteration # 114 - FCN = 297231.0794772 Edm = 0.00220644 NCalls = 352 -VariableMetric: Iteration # 115 - FCN = 297231.0763661 Edm = 0.000743069 NCalls = 354 -VariableMetric: Iteration # 116 - FCN = 297231.0755018 Edm = 0.000182072 NCalls = 356 -VariableMetric: Iteration # 117 - FCN = 297231.075187 Edm = 0.000217815 NCalls = 358 -VariableMetric: Iteration # 118 - FCN = 297231.0719147 Edm = 0.00364951 NCalls = 362 -VariableMetric: Iteration # 119 - FCN = 297230.9482861 Edm = 0.0498286 NCalls = 369 -VariableMetric: Iteration # 120 - FCN = 297230.9183177 Edm = 0.000104241 NCalls = 370 -VariableMetric: Iteration # 121 - FCN = 297230.9177216 Edm = 0.000510369 NCalls = 373 -VariableMetric: Iteration # 122 - FCN = 297230.8227136 Edm = 0.0849385 NCalls = 380 -VariableMetric: Iteration # 123 - FCN = 297230.8213933 Edm = 9.52221e-05 NCalls = 382 -VariableMetric: Iteration # 124 - FCN = 297230.8190988 Edm = 0.00241316 NCalls = 386 -VariableMetric: Iteration # 125 - FCN = 297230.7212924 Edm = 0.0643218 NCalls = 393 -VariableMetric: Iteration # 126 - FCN = 297229.1677057 Edm = 0.563709 NCalls = 397 -VariableMetric: Iteration # 127 - FCN = 297228.0503802 Edm = 0.0504475 NCalls = 400 -VariableMetric: Iteration # 128 - FCN = 297228.0090637 Edm = 0.00276267 NCalls = 402 -VariableMetric: Iteration # 129 - FCN = 297228.0065331 Edm = 0.000215104 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297228.0061892 Edm = 0.000138417 NCalls = 405 -VariableMetric: Iteration # 131 - FCN = 297228.0049551 Edm = 0.00107253 NCalls = 408 -VariableMetric: Iteration # 132 - FCN = 297227.9706371 Edm = 0.0308187 NCalls = 412 -VariableMetric: Iteration # 133 - FCN = 297226.9547557 Edm = 0.907843 NCalls = 416 -VariableMetric: Iteration # 134 - FCN = 297224.9521947 Edm = 1.28532 NCalls = 419 -VariableMetric: Iteration # 135 - FCN = 297224.209184 Edm = 0.178887 NCalls = 421 -VariableMetric: Iteration # 136 - FCN = 297224.0373405 Edm = 0.0241636 NCalls = 422 -VariableMetric: Iteration # 137 - FCN = 297224.0017609 Edm = 0.00378955 NCalls = 424 -VariableMetric: Iteration # 138 - FCN = 297223.9973119 Edm = 0.000169695 NCalls = 426 -VariableMetric: Iteration # 139 - FCN = 297223.9970954 Edm = 6.3287e-05 NCalls = 428 -VariableMetric: After Hessian - FCN = 297223.9970954 Edm = 2.43874 NCalls = 901 -VariableMetric: Iteration # 140 - FCN = 297223.9970954 Edm = 2.43874 NCalls = 901 -VariableMetric: Iteration # 141 - FCN = 297221.6275694 Edm = 0.168862 NCalls = 902 -VariableMetric: Iteration # 142 - FCN = 297221.5058048 Edm = 0.0294962 NCalls = 904 -VariableMetric: Iteration # 143 - FCN = 297221.4308097 Edm = 0.0368045 NCalls = 906 -VariableMetric: Iteration # 144 - FCN = 297221.3641332 Edm = 0.0188573 NCalls = 908 -VariableMetric: Iteration # 145 - FCN = 297221.3272272 Edm = 0.00696504 NCalls = 910 -VariableMetric: Iteration # 146 - FCN = 297221.312005 Edm = 0.00136129 NCalls = 913 -VariableMetric: Iteration # 147 - FCN = 297221.3106196 Edm = 0.000100754 NCalls = 915 -VariableMetric: Iteration # 148 - FCN = 297221.3104812 Edm = 2.78583e-05 NCalls = 917 -VariableMetric: After Hessian - FCN = 297221.3104812 Edm = 4.75784e-05 NCalls = 1408 -VariableMetric: Iteration # 149 - FCN = 297221.3104812 Edm = 4.75784e-05 NCalls = 1408 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326692.1335177 Edm = 172.532 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326692.1335177 Edm = 172.532 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305598.0982947 Edm = 53.5942 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304740.6436956 Edm = 13.2065 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 304626.5729923 Edm = 48.691 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 302038.6608425 Edm = 331.573 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301197.2840369 Edm = 85.4879 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 300991.6847098 Edm = 571.214 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 300875.7673321 Edm = 152.832 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 300789.314482 Edm = 139.821 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 300368.2967188 Edm = 692.858 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298860.9423039 Edm = 50.4237 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298807.9129936 Edm = 0.332816 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298806.2729846 Edm = 0.879259 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298800.0572005 Edm = 3.14435 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298396.958484 Edm = 239.333 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 298395.2066296 Edm = 3.01834 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 298317.4383161 Edm = 63.8102 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297628.8672943 Edm = 190.616 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297513.7265325 Edm = 22.8369 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297492.5121927 Edm = 0.0146091 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297492.4516024 Edm = 0.052126 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297487.6232509 Edm = 2.05216 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297449.9850516 Edm = 45.9901 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297441.5210055 Edm = 13.0201 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297395.3734984 Edm = 15.2597 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297323.2176363 Edm = 59.3496 NCalls = 109 -VariableMetric: Iteration # 26 - FCN = 297312.366386 Edm = 19.7467 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297272.0529502 Edm = 0.704727 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297271.191049 Edm = 0.127173 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297271.0353168 Edm = 0.0222654 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297271.0025007 Edm = 0.0111387 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297270.8486771 Edm = 0.146564 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297223.6714018 Edm = 2.42568 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297221.4122779 Edm = 0.210898 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297221.0826371 Edm = 0.0235138 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297221.0455883 Edm = 0.0052424 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297220.9831161 Edm = 0.0420308 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297207.4034825 Edm = 5.60014 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297184.9603543 Edm = 9.05326 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297175.0043653 Edm = 7.08542 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297170.3918928 Edm = 0.683532 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297169.6549847 Edm = 0.053799 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297169.5698359 Edm = 0.0103486 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297169.5259372 Edm = 0.0376522 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297168.9354035 Edm = 0.577021 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297167.3797188 Edm = 1.44804 NCalls = 171 -VariableMetric: Iteration # 46 - FCN = 297139.8972893 Edm = 15.5215 NCalls = 176 -VariableMetric: Iteration # 47 - FCN = 297123.9541683 Edm = 2.39217 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297120.2989632 Edm = 3.5148 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297118.1302116 Edm = 0.356641 NCalls = 183 -VariableMetric: Iteration # 50 - FCN = 297117.8535969 Edm = 0.0183687 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297117.8247131 Edm = 0.0119747 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297117.797787 Edm = 0.0429349 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297117.580222 Edm = 0.123439 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297116.9235177 Edm = 0.328902 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297115.5271275 Edm = 1.15246 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297112.4302741 Edm = 2.0559 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297110.3051847 Edm = 6.1531 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297103.2242213 Edm = 2.76257 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297098.8229365 Edm = 2.96375 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297092.6891809 Edm = 2.93326 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297090.8875268 Edm = 2.25471 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297088.3016571 Edm = 0.786506 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297087.3561003 Edm = 0.271928 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297087.0298751 Edm = 0.0664613 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297086.9462787 Edm = 0.00386407 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297086.9377378 Edm = 0.00192091 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297086.9287893 Edm = 0.0064986 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297086.6558917 Edm = 0.211141 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297080.9901546 Edm = 4.14264 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297074.901733 Edm = 5.76821 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297069.2641923 Edm = 8.03893 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297059.7533411 Edm = 4.89859 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297053.5848114 Edm = 4.05976 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297051.3643363 Edm = 11.7573 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297049.5709353 Edm = 0.60391 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297048.9037265 Edm = 0.246603 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297048.7668616 Edm = 0.133558 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297048.198434 Edm = 0.322772 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297047.6385515 Edm = 0.176453 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297047.4707722 Edm = 0.0150649 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297047.4516633 Edm = 0.00237178 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297047.4446953 Edm = 0.0140138 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297047.3906829 Edm = 0.0587894 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297044.2414371 Edm = 0.49714 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297036.6367879 Edm = 2.12958 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297035.2415622 Edm = 0.660944 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297034.5279346 Edm = 0.0667718 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297034.4804465 Edm = 0.00147281 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297034.4786185 Edm = 0.00047846 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297034.4776192 Edm = 0.000261847 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297034.4764822 Edm = 0.000937982 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297034.4187419 Edm = 0.0572373 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297032.0663032 Edm = 0.80902 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297030.928112 Edm = 0.128768 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297030.7616628 Edm = 0.0400634 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297030.7212544 Edm = 0.0048731 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297030.7169181 Edm = 0.000377694 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297030.7162453 Edm = 0.000359161 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297030.7132332 Edm = 0.0028805 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297030.5320926 Edm = 0.130003 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297028.7471849 Edm = 0.355691 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297028.3144455 Edm = 0.0132632 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297028.2992514 Edm = 0.00146092 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297028.2976348 Edm = 0.000467991 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297028.2968462 Edm = 0.000191202 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297028.2965635 Edm = 8.07435e-05 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297028.2953235 Edm = 0.0010828 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297028.0452248 Edm = 0.208965 NCalls = 351 -VariableMetric: Iteration # 109 - FCN = 297026.7077393 Edm = 0.505044 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297026.4255148 Edm = 0.0466766 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297026.3644865 Edm = 0.0273885 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297026.116688 Edm = 0.544451 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297026.1139253 Edm = 0.0101022 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297026.0520179 Edm = 0.0637838 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297025.6905825 Edm = 0.271985 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297025.4342509 Edm = 0.0740229 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297025.3335779 Edm = 0.032697 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297025.2026631 Edm = 0.0325199 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297025.154654 Edm = 0.00339289 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297025.1509068 Edm = 0.000175186 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297025.1506829 Edm = 5.27605e-05 NCalls = 387 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325220.865139 Edm = 161.412 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325220.865139 Edm = 161.412 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302706.3851377 Edm = 8.09291 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302632.7324613 Edm = 559.564 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302508.6166793 Edm = 5.06446 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302451.6628373 Edm = 90.0141 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300740.5656097 Edm = 415.97 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299340.2792986 Edm = 688.116 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298562.6260809 Edm = 37.7821 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298514.0595337 Edm = 2.15882 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298503.2870574 Edm = 19.6175 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298375.3098439 Edm = 35.3704 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298309.7894772 Edm = 6.82645 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298301.3549157 Edm = 2.4482 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298284.5853398 Edm = 15.4761 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298172.7634279 Edm = 62.1916 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297886.20032 Edm = 16.922 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297866.5552121 Edm = 0.20398 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297866.2503895 Edm = 0.102263 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297865.0225269 Edm = 1.02875 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297844.8175978 Edm = 12.247 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297721.9307911 Edm = 3.75611 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297718.2861229 Edm = 0.0525512 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297718.2304759 Edm = 0.0105806 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297717.159362 Edm = 1.03816 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297584.9904372 Edm = 32.6259 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297529.646723 Edm = 6.5605 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297492.0211737 Edm = 16.4324 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297484.2512336 Edm = 15.9792 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297470.8694167 Edm = 0.900475 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297469.8944172 Edm = 0.057067 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297469.8117216 Edm = 0.00598773 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297469.7861452 Edm = 0.0181332 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297468.027575 Edm = 0.998502 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297441.1588563 Edm = 20.3199 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297409.9003389 Edm = 20.157 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297388.4303029 Edm = 14 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297355.0659032 Edm = 10.5187 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297348.2164274 Edm = 14.2097 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297336.6804892 Edm = 3.92697 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297329.9190769 Edm = 4.27522 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297327.0515826 Edm = 1.41227 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297325.5638129 Edm = 0.74473 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297324.7377536 Edm = 0.262062 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297324.4029766 Edm = 0.089813 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297324.2840171 Edm = 0.0214996 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297324.2637594 Edm = 0.00101983 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297324.2618057 Edm = 0.000986912 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297324.2437977 Edm = 0.0158151 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297323.4426598 Edm = 1.01649 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297323.2985909 Edm = 0.1405 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297322.2264427 Edm = 1.03957 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297312.4792822 Edm = 6.06754 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297305.4510431 Edm = 1.11962 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297304.6306478 Edm = 0.125672 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297304.4952096 Edm = 0.0396798 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297304.4533166 Edm = 0.0114163 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297304.4399284 Edm = 0.00148968 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297304.4388275 Edm = 0.000201527 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297304.4355881 Edm = 0.00329757 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297304.1344244 Edm = 0.0251535 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297302.5276616 Edm = 0.453008 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297301.4590094 Edm = 0.0567225 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297301.4165353 Edm = 0.000737167 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297301.4156979 Edm = 7.03633e-05 NCalls = 207 -VariableMetric: After Hessian - FCN = 297301.4156979 Edm = 26491.4 NCalls = 688 -VariableMetric: Iteration # 64 - FCN = 297301.4156979 Edm = 26491.4 NCalls = 688 -VariableMetric: Iteration # 65 - FCN = 297294.5045742 Edm = 6753.54 NCalls = 699 -VariableMetric: Iteration # 66 - FCN = 297291.9833458 Edm = 6.34447 NCalls = 710 -VariableMetric: Iteration # 67 - FCN = 297291.6070441 Edm = 4.22264 NCalls = 715 -VariableMetric: Iteration # 68 - FCN = 297290.4614899 Edm = 0.453023 NCalls = 719 -VariableMetric: Iteration # 69 - FCN = 297289.7384679 Edm = 0.280763 NCalls = 722 -VariableMetric: Iteration # 70 - FCN = 297289.3429867 Edm = 0.169607 NCalls = 724 -VariableMetric: Iteration # 71 - FCN = 297288.8870523 Edm = 0.231413 NCalls = 727 -VariableMetric: Iteration # 72 - FCN = 297287.5935985 Edm = 1.61089 NCalls = 730 -VariableMetric: Iteration # 73 - FCN = 297285.0597466 Edm = 4.07389 NCalls = 734 -VariableMetric: Iteration # 74 - FCN = 297284.6561145 Edm = 0.679794 NCalls = 737 -VariableMetric: Iteration # 75 - FCN = 297277.9864975 Edm = 4.42863 NCalls = 742 -VariableMetric: Iteration # 76 - FCN = 297273.5375616 Edm = 3.62215 NCalls = 743 -VariableMetric: Iteration # 77 - FCN = 297268.6891456 Edm = 2.26699 NCalls = 746 -VariableMetric: Iteration # 78 - FCN = 297265.5103543 Edm = 1.36596 NCalls = 748 -VariableMetric: Iteration # 79 - FCN = 297262.6409362 Edm = 0.90599 NCalls = 750 -VariableMetric: Iteration # 80 - FCN = 297261.4532782 Edm = 0.27697 NCalls = 752 -VariableMetric: Iteration # 81 - FCN = 297261.0720221 Edm = 0.230698 NCalls = 754 -VariableMetric: Iteration # 82 - FCN = 297260.8712339 Edm = 0.121178 NCalls = 756 -VariableMetric: Iteration # 83 - FCN = 297260.6601223 Edm = 0.0496899 NCalls = 758 -VariableMetric: Iteration # 84 - FCN = 297260.4587448 Edm = 0.0243489 NCalls = 760 -VariableMetric: Iteration # 85 - FCN = 297260.3800741 Edm = 0.0345856 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297260.2225374 Edm = 0.0359193 NCalls = 764 -VariableMetric: Iteration # 87 - FCN = 297260.0894119 Edm = 0.0352428 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297259.999948 Edm = 0.02939 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297259.9057297 Edm = 0.0218456 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297259.87895 Edm = 0.0160742 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297259.7896296 Edm = 0.0255215 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297259.7408817 Edm = 0.0134098 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297259.679541 Edm = 0.0325872 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297259.6423279 Edm = 0.017881 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297259.610561 Edm = 0.0250274 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297259.5157294 Edm = 0.0350829 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297259.4433761 Edm = 0.0197232 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297259.4204355 Edm = 0.0358152 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297259.3241951 Edm = 0.0454264 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297259.1942569 Edm = 0.135267 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297259.1078769 Edm = 0.111586 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297258.9920768 Edm = 0.0616497 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297258.8990028 Edm = 0.0326837 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297258.8472485 Edm = 0.0774941 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297258.7322815 Edm = 0.0911997 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297258.3388915 Edm = 0.222422 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297258.1158993 Edm = 0.157873 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297258.0202912 Edm = 0.1792 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297257.8327335 Edm = 0.119881 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297257.6784862 Edm = 0.118477 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297257.5457091 Edm = 0.175374 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297257.4023758 Edm = 0.24612 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297256.758837 Edm = 0.515025 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297256.4605012 Edm = 0.434716 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297256.0439224 Edm = 0.108891 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297255.897428 Edm = 0.0719296 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297255.696685 Edm = 0.310536 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297255.3789639 Edm = 0.321547 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297255.2808657 Edm = 0.212888 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297254.8046048 Edm = 0.276841 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297254.2693033 Edm = 0.204363 NCalls = 858 -VariableMetric: Iteration # 122 - FCN = 297253.9894571 Edm = 0.145647 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297253.7330692 Edm = 0.0911218 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297253.6331498 Edm = 0.11627 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297253.4757722 Edm = 0.144576 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297253.2991009 Edm = 0.101142 NCalls = 871 -VariableMetric: Iteration # 127 - FCN = 297253.1666523 Edm = 0.0190066 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297253.1476802 Edm = 0.00340951 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297253.1410991 Edm = 0.00319424 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297253.1277605 Edm = 0.00713073 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297253.0888639 Edm = 0.0225655 NCalls = 881 -VariableMetric: Iteration # 132 - FCN = 297252.995985 Edm = 0.0226528 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297252.9597328 Edm = 0.01951 NCalls = 887 -VariableMetric: Iteration # 134 - FCN = 297252.9426867 Edm = 0.00505887 NCalls = 890 -VariableMetric: Iteration # 135 - FCN = 297252.9343733 Edm = 0.00189483 NCalls = 892 -VariableMetric: Iteration # 136 - FCN = 297252.9317911 Edm = 0.00115847 NCalls = 894 -VariableMetric: Iteration # 137 - FCN = 297252.9301525 Edm = 0.000915779 NCalls = 896 -VariableMetric: Iteration # 138 - FCN = 297252.9255389 Edm = 0.00360441 NCalls = 899 -VariableMetric: Iteration # 139 - FCN = 297252.9026523 Edm = 0.00587699 NCalls = 902 -VariableMetric: Iteration # 140 - FCN = 297252.8919385 Edm = 0.00299154 NCalls = 904 -VariableMetric: Iteration # 141 - FCN = 297252.8876944 Edm = 0.0018437 NCalls = 906 -VariableMetric: Iteration # 142 - FCN = 297252.8857404 Edm = 0.000268616 NCalls = 908 -VariableMetric: Iteration # 143 - FCN = 297252.8846929 Edm = 0.000808814 NCalls = 910 -VariableMetric: Iteration # 144 - FCN = 297252.8686745 Edm = 0.00978372 NCalls = 916 -VariableMetric: Iteration # 145 - FCN = 297252.848536 Edm = 0.00367377 NCalls = 918 -VariableMetric: Iteration # 146 - FCN = 297252.8474242 Edm = 0.00120716 NCalls = 920 -VariableMetric: Iteration # 147 - FCN = 297252.8457393 Edm = 0.000307804 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297252.8448752 Edm = 0.000168794 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297252.8446697 Edm = 7.15604e-05 NCalls = 926 -VariableMetric: Iteration # 150 - FCN = 297252.8445424 Edm = 6.05122e-05 NCalls = 928 -VariableMetric: After Hessian - FCN = 297252.8445424 Edm = 0.011261 NCalls = 1423 -VariableMetric: Iteration # 151 - FCN = 297252.8445424 Edm = 0.011261 NCalls = 1423 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310479.9244678 Edm = 16.9789 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310479.9244678 Edm = 16.9789 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301050.8974466 Edm = 1.00836 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301049.8183805 Edm = 2.52348 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300997.9999117 Edm = 11.1762 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 300988.1827477 Edm = 0.516238 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300985.1335916 Edm = 1.97448 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 300595.3854656 Edm = 145.225 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300347.21123 Edm = 99.6296 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298150.3046528 Edm = 158.232 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298150.3046528 Edm = 158.232 NCalls = 48 -VariableMetric: After Hessian - FCN = 298150.3046528 Edm = 1.09512e+06 NCalls = 519 -VariableMetric: Iteration # 10 - FCN = 298150.3046528 Edm = 1.09512e+06 NCalls = 519 -VariableMetric: Iteration # 11 - FCN = 298150.3046528 Edm = 1.09512e+06 NCalls = 530 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304406.0962542 Edm = 13.7879 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304406.0962542 Edm = 13.7879 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298935.6687725 Edm = 2.52527 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298908.2243216 Edm = 17.7201 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 297880.986329 Edm = 162.629 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297733.4709415 Edm = 12.7942 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297730.2784958 Edm = 0.244426 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297730.0286152 Edm = 0.155144 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297671.6304105 Edm = 29.5792 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297577.9683023 Edm = 8.8481 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297567.6326749 Edm = 0.121652 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297567.462434 Edm = 0.0660326 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297560.4583173 Edm = 5.01871 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297539.3695551 Edm = 0.612242 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297538.7805602 Edm = 0.00944209 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297538.6936554 Edm = 0.082224 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297526.4924994 Edm = 3.61555 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297478.4497891 Edm = 10.582 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297459.5123381 Edm = 0.258069 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297459.234939 Edm = 0.008448 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297459.2235324 Edm = 0.00375001 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297459.1927454 Edm = 0.0321913 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297455.6163905 Edm = 1.02914 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297441.7420638 Edm = 4.71176 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297433.0158544 Edm = 0.098761 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297432.9156597 Edm = 0.00322908 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297432.911326 Edm = 0.00131021 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297432.8098365 Edm = 0.127247 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297431.1957661 Edm = 0.117865 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297423.0422779 Edm = 1.6302 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297421.4935552 Edm = 0.414466 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297421.2618858 Edm = 0.0165783 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297421.2476751 Edm = 0.00341923 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297421.2372915 Edm = 0.00909972 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297418.0366889 Edm = 0.809652 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297416.0867285 Edm = 0.918442 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297414.4233018 Edm = 0.245118 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297414.2652236 Edm = 0.00280937 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297414.2617846 Edm = 0.000505344 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297414.2606436 Edm = 0.00115157 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297414.2403012 Edm = 0.022475 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297413.9618453 Edm = 0.266223 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297411.3915002 Edm = 0.314932 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297411.0421805 Edm = 0.00460858 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297411.0361814 Edm = 0.000571694 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297411.0352317 Edm = 0.000135964 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297411.0343082 Edm = 0.000758334 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297410.7727684 Edm = 0.22352 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297407.8786692 Edm = 0.192949 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297407.6698334 Edm = 0.00773061 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297407.6629286 Edm = 0.00016708 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297407.6626219 Edm = 0.000151755 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297407.6589589 Edm = 0.00323064 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297407.3548269 Edm = 0.272027 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297405.1556057 Edm = 0.590448 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297404.7657388 Edm = 0.0351935 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297404.7300109 Edm = 0.000437432 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297404.729386 Edm = 0.000151935 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297404.727997 Edm = 0.00114046 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297404.7068929 Edm = 0.0188429 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297403.7089997 Edm = 0.632516 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297401.7680766 Edm = 0.423891 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297401.1717511 Edm = 0.202863 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297400.9328268 Edm = 0.111563 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297400.8340958 Edm = 0.040657 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297400.7921516 Edm = 0.00887102 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297400.7795906 Edm = 0.00100714 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297400.7780769 Edm = 0.000172302 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297400.7778584 Edm = 3.56933e-05 NCalls = 212 -VariableMetric: After Hessian - FCN = 297400.7778584 Edm = 1.98064 NCalls = 687 -VariableMetric: Iteration # 68 - FCN = 297400.7778584 Edm = 1.98064 NCalls = 687 -VariableMetric: Iteration # 69 - FCN = 297400.6317446 Edm = 290.26 NCalls = 690 -VariableMetric: Iteration # 70 - FCN = 297398.3422717 Edm = 0.596435 NCalls = 695 -VariableMetric: Iteration # 71 - FCN = 297395.859927 Edm = 28974.4 NCalls = 703 -VariableMetric: Iteration # 72 - FCN = 297395.7497282 Edm = 225.081 NCalls = 709 -VariableMetric: Iteration # 73 - FCN = 297395.7243205 Edm = 408.3 NCalls = 713 -VariableMetric: Iteration # 74 - FCN = 297395.6728572 Edm = 27.5288 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297395.5706631 Edm = 139.141 NCalls = 720 -VariableMetric: Iteration # 76 - FCN = 297395.3693603 Edm = 61.7506 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297395.1368485 Edm = 50.9712 NCalls = 726 -VariableMetric: Iteration # 78 - FCN = 297395.0022233 Edm = 43.7999 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297394.7384683 Edm = 144.696 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297394.5737705 Edm = 35.2672 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297394.4714456 Edm = 34.2038 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297394.3663739 Edm = 7.69725 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297394.1709876 Edm = 5.59405 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297393.922676 Edm = 2.84459 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297393.5304593 Edm = 11.1316 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297393.3474652 Edm = 9.0565 NCalls = 748 -VariableMetric: Iteration # 87 - FCN = 297393.1824476 Edm = 1.88393 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297393.072188 Edm = 2.7124 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297392.5331995 Edm = 2.11423 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297392.4551617 Edm = 0.341358 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297392.2043514 Edm = 0.794118 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297392.1229432 Edm = 0.636054 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297391.9450799 Edm = 0.448893 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297391.8490433 Edm = 0.274797 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297391.7578093 Edm = 0.0508199 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297391.7222052 Edm = 0.0266585 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297391.7046278 Edm = 0.00909519 NCalls = 771 -VariableMetric: Iteration # 98 - FCN = 297391.6919603 Edm = 0.00823809 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297391.6849997 Edm = 0.00577565 NCalls = 775 -VariableMetric: Iteration # 100 - FCN = 297391.6779931 Edm = 0.00343196 NCalls = 777 -VariableMetric: Iteration # 101 - FCN = 297391.674567 Edm = 0.000599328 NCalls = 779 -VariableMetric: Iteration # 102 - FCN = 297391.6738309 Edm = 0.00018953 NCalls = 781 -VariableMetric: Iteration # 103 - FCN = 297391.6734668 Edm = 0.000214355 NCalls = 783 -VariableMetric: Iteration # 104 - FCN = 297391.673021 Edm = 0.00016393 NCalls = 785 -VariableMetric: Iteration # 105 - FCN = 297391.6728667 Edm = 2.29469e-05 NCalls = 787 -VariableMetric: After Hessian - FCN = 297391.6728667 Edm = 2.78658e-05 NCalls = 1280 -VariableMetric: Iteration # 106 - FCN = 297391.6728667 Edm = 2.78658e-05 NCalls = 1280 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332587.5772897 Edm = 57.4836 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332587.5772897 Edm = 57.4836 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299795.0563348 Edm = 5.07868 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299601.8425028 Edm = 1223.81 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299372.2257012 Edm = 2.79505 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299347.5342444 Edm = 22.4674 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299107.8371754 Edm = 7.3601 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299089.0661551 Edm = 1.04903 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299087.5621065 Edm = 0.208465 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299085.8194738 Edm = 1.62341 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298687.4972549 Edm = 180.902 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298676.888734 Edm = 1.41161 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298676.3826099 Edm = 0.145177 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298674.8789531 Edm = 0.699216 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298499.2628999 Edm = 162.671 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297901.9031694 Edm = 51.1093 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297726.9755325 Edm = 16.7053 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297720.9418623 Edm = 2.37255 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297718.2129098 Edm = 0.124529 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297717.8368319 Edm = 0.14498 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297645.7333385 Edm = 33.8486 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297621.113494 Edm = 2.76193 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297617.6499885 Edm = 0.204345 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297617.3483611 Edm = 0.0185277 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297617.0236892 Edm = 0.335552 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297608.4212993 Edm = 10.7228 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297608.3564911 Edm = 0.0420337 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297601.5191727 Edm = 5.05289 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297565.0193159 Edm = 3.44135 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297560.823171 Edm = 0.154476 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297560.6260511 Edm = 0.00457993 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297560.6151689 Edm = 0.00550612 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297560.3142727 Edm = 0.268933 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297509.2093225 Edm = 12.3978 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297492.3628752 Edm = 0.805253 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297491.7136346 Edm = 0.101254 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297491.609029 Edm = 0.0107358 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297491.5815359 Edm = 0.0155666 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297487.9087996 Edm = 4.00752 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297487.6352431 Edm = 0.263032 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297462.167682 Edm = 3.71729 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297415.6324769 Edm = 12.7659 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297394.3488624 Edm = 2.88082 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297391.5536241 Edm = 0.187121 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297391.3557492 Edm = 0.0159929 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297391.3332462 Edm = 0.00546181 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297391.3187691 Edm = 0.00920394 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297391.2518471 Edm = 0.057942 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297380.3904204 Edm = 8.43994 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297347.3522026 Edm = 1.08155 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297346.1737106 Edm = 0.10591 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297346.015289 Edm = 0.00399526 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297346.0103282 Edm = 0.00141666 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297346.0012366 Edm = 0.00740671 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297345.6622921 Edm = 0.332612 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297344.9520749 Edm = 0.763714 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297344.829265 Edm = 0.117303 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297336.2756136 Edm = 2.72556 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297329.4200381 Edm = 4.35428 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297325.6764396 Edm = 1.59579 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297322.7645187 Edm = 0.934541 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297321.8755467 Edm = 0.464974 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297321.4439075 Edm = 0.0556501 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297321.3685925 Edm = 0.0337472 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297321.3445943 Edm = 0.007744 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297321.3352446 Edm = 0.000656815 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297321.333933 Edm = 0.000931684 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297321.3261065 Edm = 0.00737705 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297319.6225909 Edm = 1.65436 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297319.2943198 Edm = 0.405482 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297319.1108412 Edm = 0.145012 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297317.5814442 Edm = 1.30371 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297315.1950915 Edm = 0.829371 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297314.5780661 Edm = 2.96046 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297313.5908032 Edm = 0.134177 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297313.4192148 Edm = 0.0191713 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297313.4043844 Edm = 0.00157011 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297313.4030231 Edm = 0.000237929 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297313.4027408 Edm = 8.21414e-05 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297313.4021382 Edm = 0.000642865 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297313.3872793 Edm = 0.0139773 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297313.2230118 Edm = 0.176527 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297312.9231839 Edm = 0.194595 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297312.1876848 Edm = 0.0360191 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297312.1596159 Edm = 0.0014999 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297312.158075 Edm = 2.41682e-05 NCalls = 280 -VariableMetric: After Hessian - FCN = 297312.158075 Edm = 1.7295 NCalls = 759 -VariableMetric: Iteration # 85 - FCN = 297312.158075 Edm = 1.7295 NCalls = 759 -VariableMetric: Iteration # 86 - FCN = 297308.1139351 Edm = 7.51821 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297307.8883089 Edm = 1.33738 NCalls = 765 -VariableMetric: Iteration # 88 - FCN = 297307.2153248 Edm = 0.787283 NCalls = 767 -VariableMetric: Iteration # 89 - FCN = 297306.224026 Edm = 0.290578 NCalls = 769 -VariableMetric: Iteration # 90 - FCN = 297305.7433668 Edm = 0.200962 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297305.5753955 Edm = 0.0539385 NCalls = 775 -VariableMetric: Iteration # 92 - FCN = 297305.5270476 Edm = 0.0185841 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297305.5106894 Edm = 0.00267731 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297305.505732 Edm = 0.00143283 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297305.5023798 Edm = 0.00160683 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297305.4975265 Edm = 0.00107215 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297305.4957056 Edm = 0.00012495 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297305.495467 Edm = 1.57008e-05 NCalls = 790 -VariableMetric: After Hessian - FCN = 297305.495467 Edm = 2.10392e-05 NCalls = 1281 -VariableMetric: Iteration # 99 - FCN = 297305.495467 Edm = 2.10392e-05 NCalls = 1281 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 356334.8500279 Edm = 20471.6 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 356334.8500279 Edm = 20471.6 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321262.9879576 Edm = 513.126 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 306877.326111 Edm = 6.43689 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304078.7265543 Edm = 90.4773 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 304058.4614968 Edm = 7.89356 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 304034.4534965 Edm = 20.2078 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297862.6172649 Edm = 113.465 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297738.0952942 Edm = 3.5839 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297735.6025696 Edm = 0.40453 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297731.4598778 Edm = 3.90622 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297499.6218323 Edm = 15.1616 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297476.1553453 Edm = 1.37037 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297474.1999618 Edm = 0.0395427 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297474.1344456 Edm = 0.0305863 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297469.4076772 Edm = 4.46551 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297413.4018513 Edm = 1.53428 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297411.7604865 Edm = 0.0326104 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297411.7087131 Edm = 0.0181513 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297410.5746813 Edm = 1.09107 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297393.7584099 Edm = 0.927247 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297392.827409 Edm = 0.0163407 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297392.8076256 Edm = 0.00369744 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297392.6933783 Edm = 0.111461 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297387.3252596 Edm = 0.290068 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297363.1425986 Edm = 2.61932 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297358.6775205 Edm = 0.178619 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297358.4913056 Edm = 0.00200872 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297358.487523 Edm = 0.00191322 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297358.4232527 Edm = 0.0555896 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297354.3688894 Edm = 2.53034 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297347.0601282 Edm = 0.222985 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297346.7767304 Edm = 0.003818 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297346.7728752 Edm = 0.000824394 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297346.7682162 Edm = 0.0033619 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297346.6848356 Edm = 0.0721242 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297344.0317311 Edm = 1.68776 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297338.814567 Edm = 0.150536 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297338.6929901 Edm = 0.00424845 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297338.6890899 Edm = 0.000434178 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297338.6864687 Edm = 0.00241302 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297338.5243658 Edm = 0.152495 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297333.2199026 Edm = 2.70092 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297329.3012087 Edm = 0.815301 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297329.0347156 Edm = 0.166249 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297328.9279962 Edm = 0.0184229 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297328.9169441 Edm = 0.00162214 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297328.914734 Edm = 0.000512704 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297328.9122136 Edm = 0.00180531 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297328.8542579 Edm = 0.0542961 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297326.2958322 Edm = 1.61566 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297324.7991929 Edm = 0.449042 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297324.4132911 Edm = 0.302767 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297324.1308007 Edm = 0.131176 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297323.9325048 Edm = 0.110957 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297323.7870769 Edm = 0.103185 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297323.6916621 Edm = 0.0615327 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297323.6033702 Edm = 0.0825072 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297323.5292334 Edm = 0.0963931 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297323.3963014 Edm = 0.0757769 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297323.3580346 Edm = 0.0912037 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297323.2366264 Edm = 0.0841282 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297323.0819619 Edm = 0.0678754 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297322.9852427 Edm = 0.0609237 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297322.9230315 Edm = 0.0414144 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297322.8788671 Edm = 0.00335988 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297322.8738219 Edm = 0.000896133 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297322.8729922 Edm = 0.000145113 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297322.8723566 Edm = 0.000569914 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297322.8680729 Edm = 0.0053911 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297322.825533 Edm = 0.0376982 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297320.1362856 Edm = 1.22466 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297319.3456628 Edm = 0.918395 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297318.0931373 Edm = 0.392917 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297317.7847872 Edm = 0.283034 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297317.5756922 Edm = 0.0136613 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297317.5603234 Edm = 0.00166587 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297317.558544 Edm = 0.000190782 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297317.5580795 Edm = 0.000318351 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297317.5568981 Edm = 0.000910322 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297317.5536269 Edm = 0.00123508 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297317.5461492 Edm = 0.00422168 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297317.1378157 Edm = 0.269408 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297316.1759789 Edm = 1.53841 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297315.5991554 Edm = 0.0554041 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297315.5403584 Edm = 0.00479808 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297315.5367191 Edm = 0.00130627 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297315.5337476 Edm = 0.00159207 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297315.5273927 Edm = 0.00205525 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297315.5252865 Edm = 0.000229956 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297315.5250472 Edm = 1.74387e-05 NCalls = 280 -VariableMetric: After Hessian - FCN = 297315.5250472 Edm = 1.27282 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297315.5250472 Edm = 1.27282 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297315.2591494 Edm = 1.90121 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297314.9851697 Edm = 0.876369 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297314.6307125 Edm = 0.278571 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297314.4344515 Edm = 0.0701463 NCalls = 769 -VariableMetric: Iteration # 95 - FCN = 297314.3390937 Edm = 0.0776344 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297314.2897634 Edm = 0.0759615 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297314.2215734 Edm = 0.0459053 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297314.1732876 Edm = 0.0249145 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297314.1531173 Edm = 0.0104866 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297314.1362393 Edm = 0.00790406 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297314.1261519 Edm = 0.00324414 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297314.1218654 Edm = 0.00205618 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297314.1196906 Edm = 0.00112576 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297314.1173865 Edm = 0.000774483 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297314.1150159 Edm = 0.000560857 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297314.1129033 Edm = 0.000796201 NCalls = 797 -VariableMetric: Iteration # 107 - FCN = 297314.1099473 Edm = 0.000976835 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297314.1072524 Edm = 0.000586946 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297314.1063369 Edm = 6.13507e-05 NCalls = 803 -VariableMetric: After Hessian - FCN = 297314.1063369 Edm = 7.56449e-05 NCalls = 1286 -VariableMetric: Iteration # 110 - FCN = 297314.1063369 Edm = 7.56449e-05 NCalls = 1286 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326277.6997799 Edm = 82.289 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326277.6997799 Edm = 82.289 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303186.0373207 Edm = 15.6455 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303013.5501692 Edm = 43.6566 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299352.4228164 Edm = 4.80203 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299350.7066471 Edm = 17.8015 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299286.0425044 Edm = 6.86072 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299266.5656658 Edm = 19.9944 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 299228.8923526 Edm = 96.7641 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298311.7530779 Edm = 480.75 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297843.6498622 Edm = 1.17445 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297840.8279674 Edm = 2.50549 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297830.4038741 Edm = 9.60081 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297811.3442418 Edm = 13.6324 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297790.6121999 Edm = 13.3327 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297776.7895544 Edm = 48.9824 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297752.7387509 Edm = 14.0477 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297732.7856814 Edm = 9.41852 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297716.7248187 Edm = 23.3181 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297700.1925609 Edm = 3.23688 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297695.9587144 Edm = 0.95341 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297694.9894795 Edm = 0.155776 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297694.7266411 Edm = 0.11951 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297694.3079351 Edm = 0.345987 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297649.7459275 Edm = 9.32122 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297638.2086081 Edm = 4.95624 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297631.1629574 Edm = 2.64743 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297629.9735922 Edm = 0.80055 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297629.2751168 Edm = 0.193029 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297627.9978436 Edm = 0.699839 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297627.3393312 Edm = 0.28639 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297626.7897865 Edm = 0.118111 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297626.3750281 Edm = 0.448581 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297626.1002375 Edm = 0.165393 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297625.7117873 Edm = 0.154289 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297625.5316461 Edm = 0.4491 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297624.7083982 Edm = 1.04828 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297624.4121776 Edm = 0.57857 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297622.1616251 Edm = 2.90449 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297618.7350024 Edm = 2.41451 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297618.6898442 Edm = 0.103862 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297617.2181412 Edm = 0.675303 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297615.0459998 Edm = 1.57164 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297601.4531333 Edm = 7.19949 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297592.2813197 Edm = 85.5973 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297578.0498923 Edm = 10.2587 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297559.4194176 Edm = 6.5137 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297550.9352066 Edm = 6.39007 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297549.412624 Edm = 1.79577 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297548.2192093 Edm = 0.197614 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297542.5681531 Edm = 6.41506 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297535.4406074 Edm = 5.67534 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297502.3599274 Edm = 0.0541596 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297502.2287062 Edm = 0.0353124 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297502.1200274 Edm = 0.104344 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297498.3253429 Edm = 2.62859 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297489.8869126 Edm = 2.66537 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297487.7608393 Edm = 0.20167 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297487.5470178 Edm = 0.00797359 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297487.5206203 Edm = 0.017693 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297487.1272511 Edm = 0.332521 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297475.7710406 Edm = 4.93178 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297463.6343237 Edm = 1.4491 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297460.2106019 Edm = 1.26459 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297459.4440871 Edm = 0.620324 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297458.9006874 Edm = 0.0831771 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297458.7884473 Edm = 0.0202549 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297458.7336158 Edm = 0.00810678 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297458.6954807 Edm = 0.0293834 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297458.2548122 Edm = 0.384313 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297447.8132924 Edm = 4.80534 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297441.5311855 Edm = 3.34513 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297439.8730863 Edm = 0.52996 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297438.9384443 Edm = 0.157335 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297438.7594385 Edm = 0.0191148 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297438.7407658 Edm = 0.00468319 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297438.7355843 Edm = 0.00180329 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297438.714785 Edm = 0.0179812 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297437.8016555 Edm = 0.895397 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297431.5932149 Edm = 2.01472 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297428.9943989 Edm = 0.39785 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297428.6909573 Edm = 0.039741 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297428.6542385 Edm = 0.0102656 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297428.6456551 Edm = 0.000789308 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297428.6438659 Edm = 0.000765989 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297428.6212792 Edm = 0.0197613 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297427.8943855 Edm = 0.796122 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297427.1126844 Edm = 0.692994 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297421.8313896 Edm = 1.50905 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297420.8662152 Edm = 0.525869 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297420.1498553 Edm = 0.345588 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297419.9085444 Edm = 0.146883 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297419.6576287 Edm = 0.0349818 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297419.608971 Edm = 0.00215069 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297419.604244 Edm = 0.00242465 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297419.5927445 Edm = 0.0125506 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297419.4873449 Edm = 0.0879051 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297415.8450078 Edm = 1.22807 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297413.6687873 Edm = 0.210592 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297413.4477819 Edm = 0.0450214 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297413.4022424 Edm = 0.00713016 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297413.3961088 Edm = 0.000961889 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297413.3949864 Edm = 0.000236916 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297413.3929907 Edm = 0.00161398 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297413.3602965 Edm = 0.0271551 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297413.0918555 Edm = 0.209722 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297411.394365 Edm = 0.747988 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297411.0558329 Edm = 0.118183 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297410.8610295 Edm = 0.043958 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297410.7684467 Edm = 0.00922825 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297410.7575495 Edm = 0.00338528 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297410.755187 Edm = 0.000391816 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297410.7547304 Edm = 4.77364e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297410.7547304 Edm = 835.163 NCalls = 840 -VariableMetric: Iteration # 112 - FCN = 297410.7547304 Edm = 835.163 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297401.6190005 Edm = 1236.05 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297401.5382743 Edm = 3.30218 NCalls = 852 -VariableMetric: Iteration # 115 - FCN = 297400.3563011 Edm = 0.773239 NCalls = 854 -VariableMetric: Iteration # 116 - FCN = 297399.4734131 Edm = 0.235515 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297399.0257431 Edm = 0.161772 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297398.7305175 Edm = 0.0700282 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297398.6416016 Edm = 0.0225992 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297398.5916578 Edm = 0.0326271 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297398.4207275 Edm = 0.113938 NCalls = 868 -VariableMetric: Iteration # 122 - FCN = 297398.1212162 Edm = 0.377609 NCalls = 873 -VariableMetric: Iteration # 123 - FCN = 297397.8716933 Edm = 0.229377 NCalls = 876 -VariableMetric: Iteration # 124 - FCN = 297397.7148624 Edm = 0.379885 NCalls = 879 -VariableMetric: Iteration # 125 - FCN = 297397.2972482 Edm = 0.358702 NCalls = 883 -VariableMetric: Iteration # 126 - FCN = 297397.0042156 Edm = 0.1537 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297396.8234628 Edm = 0.110713 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297396.6638709 Edm = 0.0877897 NCalls = 890 -VariableMetric: Iteration # 129 - FCN = 297396.4169487 Edm = 0.0710959 NCalls = 892 -VariableMetric: Iteration # 130 - FCN = 297396.2699346 Edm = 0.0847374 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297396.0012647 Edm = 0.123826 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297395.5360567 Edm = 0.150555 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297395.0791609 Edm = 0.163186 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297394.540261 Edm = 0.43635 NCalls = 909 -VariableMetric: Iteration # 135 - FCN = 297394.4025553 Edm = 0.378796 NCalls = 912 -VariableMetric: Iteration # 136 - FCN = 297393.8608354 Edm = 0.483059 NCalls = 915 -VariableMetric: Iteration # 137 - FCN = 297392.7876677 Edm = 1.40403 NCalls = 918 -VariableMetric: Iteration # 138 - FCN = 297391.8529178 Edm = 0.574084 NCalls = 923 -VariableMetric: Iteration # 139 - FCN = 297391.7309512 Edm = 0.290048 NCalls = 926 -VariableMetric: Iteration # 140 - FCN = 297390.3342079 Edm = 0.643021 NCalls = 930 -VariableMetric: Iteration # 141 - FCN = 297389.0043048 Edm = 0.501688 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297388.1396783 Edm = 0.8269 NCalls = 936 -VariableMetric: Iteration # 143 - FCN = 297387.936662 Edm = 0.359274 NCalls = 938 -VariableMetric: Iteration # 144 - FCN = 297387.3589665 Edm = 0.165904 NCalls = 941 -VariableMetric: Iteration # 145 - FCN = 297387.0958657 Edm = 0.0662637 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297387.000834 Edm = 0.019293 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297386.9763049 Edm = 0.00851032 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297386.9622609 Edm = 0.00758767 NCalls = 949 -VariableMetric: Iteration # 149 - FCN = 297386.9432698 Edm = 0.00405998 NCalls = 951 -VariableMetric: Iteration # 150 - FCN = 297386.936713 Edm = 0.00139417 NCalls = 953 -VariableMetric: Iteration # 151 - FCN = 297386.9330963 Edm = 0.00184029 NCalls = 955 -VariableMetric: Iteration # 152 - FCN = 297386.9284046 Edm = 0.00158211 NCalls = 957 -VariableMetric: Iteration # 153 - FCN = 297386.9244891 Edm = 0.0015535 NCalls = 959 -VariableMetric: Iteration # 154 - FCN = 297386.9177325 Edm = 0.00371627 NCalls = 961 -VariableMetric: Iteration # 155 - FCN = 297386.8988071 Edm = 0.00504572 NCalls = 963 -VariableMetric: Iteration # 156 - FCN = 297386.8856894 Edm = 0.00367984 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297386.872698 Edm = 0.00235349 NCalls = 967 -VariableMetric: Iteration # 158 - FCN = 297386.8668421 Edm = 0.0015826 NCalls = 969 -VariableMetric: Iteration # 159 - FCN = 297386.8608882 Edm = 0.00236393 NCalls = 971 -VariableMetric: Iteration # 160 - FCN = 297386.8527403 Edm = 0.00133375 NCalls = 973 -VariableMetric: Iteration # 161 - FCN = 297386.8489695 Edm = 0.000786437 NCalls = 975 -VariableMetric: Iteration # 162 - FCN = 297386.8468495 Edm = 0.000521818 NCalls = 977 -VariableMetric: Iteration # 163 - FCN = 297386.8444121 Edm = 0.000950994 NCalls = 979 -VariableMetric: Iteration # 164 - FCN = 297386.832584 Edm = 0.00860697 NCalls = 982 -VariableMetric: Iteration # 165 - FCN = 297386.7535959 Edm = 0.0229089 NCalls = 985 -VariableMetric: Iteration # 166 - FCN = 297386.6997344 Edm = 0.0222144 NCalls = 987 -VariableMetric: Iteration # 167 - FCN = 297386.5528799 Edm = 0.0192181 NCalls = 990 -VariableMetric: Iteration # 168 - FCN = 297386.5315778 Edm = 0.000751293 NCalls = 992 -VariableMetric: Iteration # 169 - FCN = 297386.5309962 Edm = 9.90489e-06 NCalls = 994 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317663.2015046 Edm = 91.0884 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317663.2015046 Edm = 91.0884 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 317096.7786895 Edm = 590.672 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 299026.5016738 Edm = 31.8948 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298765.1577 Edm = 6.79652 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298653.5783405 Edm = 92.3469 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298428.0645517 Edm = 5.69918 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298366.9682547 Edm = 66.9933 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298280.815771 Edm = 98.3449 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298196.3234113 Edm = 67.0886 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297755.2503023 Edm = 24.9812 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297707.987044 Edm = 2.53848 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297706.6732511 Edm = 3.15472 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297642.3064601 Edm = 6.91552 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297637.1214173 Edm = 12.0044 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297636.6069411 Edm = 0.0907926 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297636.4418642 Edm = 0.0643623 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297563.3436132 Edm = 11.8835 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297550.2378626 Edm = 1.11722 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297548.9191513 Edm = 0.148289 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297548.2874473 Edm = 0.5695 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297513.7769421 Edm = 20.1474 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297459.6197513 Edm = 1.50258 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297455.1674959 Edm = 1.55633 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297450.6741689 Edm = 0.746053 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297449.9873618 Edm = 0.0780777 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297449.6757838 Edm = 0.371394 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297446.6988453 Edm = 1.53785 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297438.526284 Edm = 0.0269682 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297438.4842824 Edm = 0.0301583 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297437.825869 Edm = 1.05321 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297437.7598469 Edm = 0.231577 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297436.3219753 Edm = 2.46187 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297435.6904783 Edm = 1.24636 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297435.5185031 Edm = 0.150101 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297435.0663349 Edm = 0.512658 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297425.6452818 Edm = 2.69377 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297425.2289247 Edm = 3.26368 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297422.7829748 Edm = 1.65346 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297421.6360623 Edm = 0.069163 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297421.4385045 Edm = 0.147132 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297420.6652547 Edm = 0.321818 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297420.3983539 Edm = 0.120295 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297420.2379963 Edm = 0.0608988 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297420.0471495 Edm = 0.183611 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297419.8463437 Edm = 0.123925 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297419.5832959 Edm = 0.107384 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297419.3095071 Edm = 0.410315 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297418.8435666 Edm = 0.411072 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297417.56021 Edm = 0.517585 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297416.6338781 Edm = 1.38594 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297415.4651321 Edm = 1.37522 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297411.714173 Edm = 11.1585 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297410.414608 Edm = 1.82993 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297397.3636179 Edm = 2.27751 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297394.0927376 Edm = 0.194985 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297393.9677455 Edm = 0.0335998 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297393.9241168 Edm = 0.00565111 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297393.9012435 Edm = 0.0269469 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297393.5797558 Edm = 0.348206 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297393.4564093 Edm = 0.449304 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297392.1938443 Edm = 1.15215 NCalls = 224 -VariableMetric: Iteration # 61 - FCN = 297389.3965832 Edm = 2.4841 NCalls = 227 -VariableMetric: Iteration # 62 - FCN = 297388.4638605 Edm = 1.41146 NCalls = 238 -VariableMetric: Iteration # 63 - FCN = 297388.0247624 Edm = 1.22823 NCalls = 241 -VariableMetric: Iteration # 64 - FCN = 297387.1983043 Edm = 0.0349605 NCalls = 243 -VariableMetric: Iteration # 65 - FCN = 297387.1279264 Edm = 0.0308317 NCalls = 245 -VariableMetric: Iteration # 66 - FCN = 297386.9768654 Edm = 0.179719 NCalls = 249 -VariableMetric: Iteration # 67 - FCN = 297386.8927858 Edm = 0.076552 NCalls = 251 -VariableMetric: Iteration # 68 - FCN = 297386.7543943 Edm = 0.0504927 NCalls = 256 -VariableMetric: Iteration # 69 - FCN = 297386.6705135 Edm = 0.187961 NCalls = 259 -VariableMetric: Iteration # 70 - FCN = 297386.4063042 Edm = 0.306042 NCalls = 266 -VariableMetric: Iteration # 71 - FCN = 297386.3448395 Edm = 0.111772 NCalls = 268 -VariableMetric: Iteration # 72 - FCN = 297386.2439992 Edm = 0.0387994 NCalls = 269 -VariableMetric: Iteration # 73 - FCN = 297386.2173311 Edm = 0.0104714 NCalls = 271 -VariableMetric: Iteration # 74 - FCN = 297386.1646834 Edm = 0.0091107 NCalls = 274 -VariableMetric: Iteration # 75 - FCN = 297386.1482655 Edm = 0.00513406 NCalls = 276 -VariableMetric: Iteration # 76 - FCN = 297386.0270576 Edm = 0.147717 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297385.692915 Edm = 0.458187 NCalls = 287 -VariableMetric: Iteration # 78 - FCN = 297385.6788867 Edm = 0.0331613 NCalls = 290 -VariableMetric: Iteration # 79 - FCN = 297385.3506629 Edm = 0.303809 NCalls = 295 -VariableMetric: Iteration # 80 - FCN = 297378.4460367 Edm = 1.77373 NCalls = 301 -VariableMetric: Iteration # 81 - FCN = 297375.1473769 Edm = 15.3639 NCalls = 304 -VariableMetric: Iteration # 82 - FCN = 297371.3320247 Edm = 3.96717 NCalls = 307 -VariableMetric: Iteration # 83 - FCN = 297362.3853375 Edm = 6.51604 NCalls = 309 -VariableMetric: Iteration # 84 - FCN = 297357.2912438 Edm = 1.74594 NCalls = 313 -VariableMetric: Iteration # 85 - FCN = 297356.6857956 Edm = 1.33374 NCalls = 315 -VariableMetric: Iteration # 86 - FCN = 297355.596304 Edm = 0.426214 NCalls = 317 -VariableMetric: Iteration # 87 - FCN = 297354.5784984 Edm = 1.07339 NCalls = 320 -VariableMetric: Iteration # 88 - FCN = 297353.461997 Edm = 1.53444 NCalls = 326 -VariableMetric: Iteration # 89 - FCN = 297352.5351261 Edm = 0.979633 NCalls = 329 -VariableMetric: Iteration # 90 - FCN = 297352.0078786 Edm = 0.192269 NCalls = 331 -VariableMetric: Iteration # 91 - FCN = 297351.5505547 Edm = 0.182065 NCalls = 334 -VariableMetric: Iteration # 92 - FCN = 297351.2479797 Edm = 0.18198 NCalls = 337 -VariableMetric: Iteration # 93 - FCN = 297351.1269548 Edm = 0.0538929 NCalls = 340 -VariableMetric: Iteration # 94 - FCN = 297351.0409145 Edm = 0.0713447 NCalls = 343 -VariableMetric: Iteration # 95 - FCN = 297350.9806369 Edm = 0.0372114 NCalls = 345 -VariableMetric: Iteration # 96 - FCN = 297350.891958 Edm = 0.0226594 NCalls = 349 -VariableMetric: Iteration # 97 - FCN = 297350.8266789 Edm = 0.0199847 NCalls = 353 -VariableMetric: Iteration # 98 - FCN = 297350.8037124 Edm = 0.0453788 NCalls = 355 -VariableMetric: Iteration # 99 - FCN = 297350.7683699 Edm = 0.0198536 NCalls = 357 -VariableMetric: Iteration # 100 - FCN = 297350.6834853 Edm = 0.0766505 NCalls = 360 -VariableMetric: Iteration # 101 - FCN = 297350.5778873 Edm = 0.163222 NCalls = 364 -VariableMetric: Iteration # 102 - FCN = 297350.3585371 Edm = 0.18323 NCalls = 367 -VariableMetric: Iteration # 103 - FCN = 297349.8581817 Edm = 0.269715 NCalls = 372 -VariableMetric: Iteration # 104 - FCN = 297349.3544 Edm = 0.257003 NCalls = 374 -VariableMetric: Iteration # 105 - FCN = 297348.9008708 Edm = 0.304964 NCalls = 376 -VariableMetric: Iteration # 106 - FCN = 297348.281173 Edm = 0.375656 NCalls = 379 -VariableMetric: Iteration # 107 - FCN = 297344.0503608 Edm = 2.21196 NCalls = 383 -VariableMetric: Iteration # 108 - FCN = 297339.9615024 Edm = 1.17988 NCalls = 388 -VariableMetric: Iteration # 109 - FCN = 297338.99096 Edm = 2.1394 NCalls = 390 -VariableMetric: Iteration # 110 - FCN = 297338.3841723 Edm = 0.295688 NCalls = 392 -VariableMetric: Iteration # 111 - FCN = 297337.9351332 Edm = 0.14042 NCalls = 395 -VariableMetric: Iteration # 112 - FCN = 297337.6300626 Edm = 0.0752834 NCalls = 398 -VariableMetric: Iteration # 113 - FCN = 297337.526457 Edm = 0.0223329 NCalls = 401 -VariableMetric: Iteration # 114 - FCN = 297337.4986566 Edm = 0.01608 NCalls = 404 -VariableMetric: Iteration # 115 - FCN = 297337.4856387 Edm = 0.00321671 NCalls = 406 -VariableMetric: Iteration # 116 - FCN = 297337.478223 Edm = 0.00250909 NCalls = 408 -VariableMetric: Iteration # 117 - FCN = 297337.4642812 Edm = 0.012441 NCalls = 411 -VariableMetric: Iteration # 118 - FCN = 297337.2491917 Edm = 0.169883 NCalls = 417 -VariableMetric: Iteration # 119 - FCN = 297337.2430602 Edm = 0.00351868 NCalls = 419 -VariableMetric: Iteration # 120 - FCN = 297337.2319364 Edm = 0.0104377 NCalls = 421 -VariableMetric: Iteration # 121 - FCN = 297335.5366057 Edm = 1.0695 NCalls = 428 -VariableMetric: Iteration # 122 - FCN = 297327.4233476 Edm = 2.45538 NCalls = 431 -VariableMetric: Iteration # 123 - FCN = 297325.7861288 Edm = 1.50946 NCalls = 434 -VariableMetric: Iteration # 124 - FCN = 297324.6152567 Edm = 0.111817 NCalls = 437 -VariableMetric: Iteration # 125 - FCN = 297324.4978431 Edm = 0.00497795 NCalls = 438 -VariableMetric: Iteration # 126 - FCN = 297324.4861692 Edm = 0.00563267 NCalls = 440 -VariableMetric: Iteration # 127 - FCN = 297324.4662809 Edm = 0.00542028 NCalls = 443 -VariableMetric: Iteration # 128 - FCN = 297324.4575616 Edm = 0.00291841 NCalls = 445 -VariableMetric: Iteration # 129 - FCN = 297324.4517371 Edm = 0.00317492 NCalls = 448 -VariableMetric: Iteration # 130 - FCN = 297324.4439032 Edm = 0.00348819 NCalls = 450 -VariableMetric: Iteration # 131 - FCN = 297324.4149149 Edm = 0.0306813 NCalls = 454 -VariableMetric: Iteration # 132 - FCN = 297323.9366925 Edm = 0.85554 NCalls = 465 -VariableMetric: Iteration # 133 - FCN = 297323.8019509 Edm = 0.600137 NCalls = 467 -VariableMetric: Iteration # 134 - FCN = 297322.5216044 Edm = 1.22148 NCalls = 470 -VariableMetric: Iteration # 135 - FCN = 297321.1841795 Edm = 1.29211 NCalls = 474 -VariableMetric: Iteration # 136 - FCN = 297313.773805 Edm = 3.19816 NCalls = 481 -VariableMetric: Iteration # 137 - FCN = 297311.1581857 Edm = 1.42754 NCalls = 483 -VariableMetric: Iteration # 138 - FCN = 297310.3342931 Edm = 0.146009 NCalls = 485 -VariableMetric: Iteration # 139 - FCN = 297310.1744603 Edm = 0.0704745 NCalls = 487 -VariableMetric: Iteration # 140 - FCN = 297309.4833979 Edm = 0.540607 NCalls = 490 -VariableMetric: Iteration # 141 - FCN = 297308.147813 Edm = 0.409877 NCalls = 497 -VariableMetric: Iteration # 142 - FCN = 297307.6022176 Edm = 0.142327 NCalls = 499 -VariableMetric: Iteration # 143 - FCN = 297307.4987723 Edm = 0.166019 NCalls = 500 -VariableMetric: Iteration # 144 - FCN = 297307.3038447 Edm = 0.0530531 NCalls = 503 -VariableMetric: Iteration # 145 - FCN = 297307.1430296 Edm = 0.0374779 NCalls = 507 -VariableMetric: Iteration # 146 - FCN = 297307.1186746 Edm = 0.014451 NCalls = 509 -VariableMetric: Iteration # 147 - FCN = 297307.1023312 Edm = 0.00196578 NCalls = 511 -VariableMetric: Iteration # 148 - FCN = 297307.0978405 Edm = 0.0003125 NCalls = 513 -VariableMetric: Iteration # 149 - FCN = 297307.0973348 Edm = 0.000153991 NCalls = 515 -VariableMetric: Iteration # 150 - FCN = 297307.09683 Edm = 0.000633079 NCalls = 517 -VariableMetric: Iteration # 151 - FCN = 297307.091775 Edm = 0.00466082 NCalls = 522 -VariableMetric: Iteration # 152 - FCN = 297306.3888411 Edm = 1.33688 NCalls = 527 -VariableMetric: Iteration # 153 - FCN = 297306.3740636 Edm = 0.00862967 NCalls = 529 -VariableMetric: Iteration # 154 - FCN = 297306.3529986 Edm = 0.0209496 NCalls = 531 -VariableMetric: Iteration # 155 - FCN = 297305.5488305 Edm = 0.376804 NCalls = 537 -VariableMetric: Iteration # 156 - FCN = 297304.7872943 Edm = 0.0741738 NCalls = 539 -VariableMetric: Iteration # 157 - FCN = 297304.640801 Edm = 0.0144179 NCalls = 542 -VariableMetric: Iteration # 158 - FCN = 297304.6206183 Edm = 0.0048643 NCalls = 544 -VariableMetric: Iteration # 159 - FCN = 297304.6156953 Edm = 0.00233993 NCalls = 546 -VariableMetric: Iteration # 160 - FCN = 297304.6116827 Edm = 0.000129092 NCalls = 548 -VariableMetric: Iteration # 161 - FCN = 297304.6113288 Edm = 0.000196218 NCalls = 550 -VariableMetric: Iteration # 162 - FCN = 297304.5955526 Edm = 0.0149593 NCalls = 555 -VariableMetric: Iteration # 163 - FCN = 297303.6866893 Edm = 0.885346 NCalls = 561 -VariableMetric: Iteration # 164 - FCN = 297302.3779807 Edm = 0.398226 NCalls = 568 -VariableMetric: Iteration # 165 - FCN = 297301.9869342 Edm = 0.0708695 NCalls = 569 -VariableMetric: Iteration # 166 - FCN = 297301.9287427 Edm = 0.0189432 NCalls = 570 -VariableMetric: Iteration # 167 - FCN = 297301.9110734 Edm = 0.00113821 NCalls = 572 -VariableMetric: Iteration # 168 - FCN = 297301.9099779 Edm = 6.00926e-05 NCalls = 573 -VariableMetric: After Hessian - FCN = 297301.9099779 Edm = 568.066 NCalls = 1052 -VariableMetric: Iteration # 169 - FCN = 297301.9099779 Edm = 568.066 NCalls = 1052 -VariableMetric: Iteration # 170 - FCN = 297300.1532957 Edm = 288.572 NCalls = 1060 -VariableMetric: Iteration # 171 - FCN = 297299.8638041 Edm = 0.966567 NCalls = 1062 -VariableMetric: Iteration # 172 - FCN = 297295.4988538 Edm = 4.09544 NCalls = 1066 -VariableMetric: Iteration # 173 - FCN = 297294.1012799 Edm = 2.49724 NCalls = 1069 -VariableMetric: Iteration # 174 - FCN = 297288.1461594 Edm = 2.78391 NCalls = 1072 -VariableMetric: Iteration # 175 - FCN = 297286.2352268 Edm = 0.913998 NCalls = 1074 -VariableMetric: Iteration # 176 - FCN = 297285.6234317 Edm = 0.956597 NCalls = 1076 -VariableMetric: Iteration # 177 - FCN = 297284.4656315 Edm = 0.066317 NCalls = 1078 -VariableMetric: Iteration # 178 - FCN = 297284.2718537 Edm = 0.0923408 NCalls = 1080 -VariableMetric: Iteration # 179 - FCN = 297283.8718498 Edm = 0.118909 NCalls = 1082 -VariableMetric: Iteration # 180 - FCN = 297283.5480914 Edm = 0.100293 NCalls = 1085 -VariableMetric: Iteration # 181 - FCN = 297283.2408962 Edm = 0.113941 NCalls = 1087 -VariableMetric: Iteration # 182 - FCN = 297282.9729519 Edm = 0.0844955 NCalls = 1090 -VariableMetric: Iteration # 183 - FCN = 297282.8545267 Edm = 0.0414355 NCalls = 1092 -VariableMetric: Iteration # 184 - FCN = 297282.7360575 Edm = 0.0564359 NCalls = 1094 -VariableMetric: Iteration # 185 - FCN = 297282.4660409 Edm = 0.126721 NCalls = 1098 -VariableMetric: Iteration # 186 - FCN = 297282.1577123 Edm = 0.140959 NCalls = 1100 -VariableMetric: Iteration # 187 - FCN = 297282.0083385 Edm = 0.1206 NCalls = 1103 -VariableMetric: Iteration # 188 - FCN = 297281.7470862 Edm = 0.130721 NCalls = 1105 -VariableMetric: Iteration # 189 - FCN = 297281.3997715 Edm = 0.254758 NCalls = 1108 -VariableMetric: Iteration # 190 - FCN = 297281.2914425 Edm = 0.0620102 NCalls = 1110 -VariableMetric: Iteration # 191 - FCN = 297281.1272021 Edm = 0.0637968 NCalls = 1112 -VariableMetric: Iteration # 192 - FCN = 297280.7496005 Edm = 0.105744 NCalls = 1115 -VariableMetric: Iteration # 193 - FCN = 297280.496402 Edm = 0.112894 NCalls = 1117 -VariableMetric: Iteration # 194 - FCN = 297280.3704401 Edm = 0.209563 NCalls = 1118 -VariableMetric: Iteration # 195 - FCN = 297280.0968466 Edm = 0.0854477 NCalls = 1120 -VariableMetric: Iteration # 196 - FCN = 297279.9695141 Edm = 0.0533699 NCalls = 1123 -VariableMetric: Iteration # 197 - FCN = 297279.8839762 Edm = 0.0351247 NCalls = 1125 -VariableMetric: Iteration # 198 - FCN = 297279.8094547 Edm = 0.0219833 NCalls = 1128 -VariableMetric: Iteration # 199 - FCN = 297279.7802387 Edm = 0.00908574 NCalls = 1130 -VariableMetric: Iteration # 200 - FCN = 297279.7617875 Edm = 0.00617357 NCalls = 1132 -VariableMetric: Iteration # 201 - FCN = 297279.7366012 Edm = 0.00927873 NCalls = 1134 -VariableMetric: Iteration # 202 - FCN = 297279.7157588 Edm = 0.00649049 NCalls = 1136 -VariableMetric: Iteration # 203 - FCN = 297279.6942573 Edm = 0.00353412 NCalls = 1138 -VariableMetric: Iteration # 204 - FCN = 297279.6858515 Edm = 0.00254357 NCalls = 1140 -VariableMetric: Iteration # 205 - FCN = 297279.6744581 Edm = 0.00431639 NCalls = 1142 -VariableMetric: Iteration # 206 - FCN = 297279.6637258 Edm = 0.00217149 NCalls = 1144 -VariableMetric: Iteration # 207 - FCN = 297279.6563487 Edm = 0.00379596 NCalls = 1146 -VariableMetric: Iteration # 208 - FCN = 297279.6393858 Edm = 0.00289651 NCalls = 1148 -VariableMetric: Iteration # 209 - FCN = 297279.6324362 Edm = 0.00260211 NCalls = 1150 -VariableMetric: Iteration # 210 - FCN = 297279.6216229 Edm = 0.00151337 NCalls = 1152 -VariableMetric: Iteration # 211 - FCN = 297279.618122 Edm = 0.000838414 NCalls = 1154 -VariableMetric: Iteration # 212 - FCN = 297279.6158878 Edm = 0.000622401 NCalls = 1156 -VariableMetric: Iteration # 213 - FCN = 297279.6141322 Edm = 0.00021997 NCalls = 1158 -VariableMetric: Iteration # 214 - FCN = 297279.6134413 Edm = 0.000331862 NCalls = 1160 -VariableMetric: Iteration # 215 - FCN = 297279.6125085 Edm = 4.81572e-05 NCalls = 1162 -VariableMetric: After Hessian - FCN = 297279.6125085 Edm = 0.000439889 NCalls = 1645 -VariableMetric: Iteration # 216 - FCN = 297279.6125085 Edm = 0.000439889 NCalls = 1645 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334542.7432593 Edm = 395.488 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334542.7432593 Edm = 395.488 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299470.4209075 Edm = 1.7168 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299443.2317686 Edm = 2.42051 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299290.5267027 Edm = 112.411 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298268.3189199 Edm = 686.122 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298203.0235595 Edm = 578.203 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298107.2075981 Edm = 239.92 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298025.6801626 Edm = 15.6419 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298016.6517227 Edm = 0.866184 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298015.7733718 Edm = 0.324333 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297966.7230215 Edm = 40.985 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297823.3514969 Edm = 2.10931 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297821.0205101 Edm = 0.196878 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297819.954385 Edm = 0.941729 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297768.6134093 Edm = 57.1979 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297767.958556 Edm = 0.440766 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297696.4711131 Edm = 63.5074 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297408.056816 Edm = 1.36066 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297404.4978548 Edm = 0.242016 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297404.2280111 Edm = 0.0523357 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297397.9801028 Edm = 5.67587 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297309.209943 Edm = 34.9243 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297280.284165 Edm = 10.4442 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297264.3934656 Edm = 6.07455 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297250.5069076 Edm = 4.0774 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297227.3133349 Edm = 8.06033 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297225.8586658 Edm = 3.71836 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297221.8201003 Edm = 3.07275 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297213.7924743 Edm = 3.45183 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297201.3523224 Edm = 15.1812 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297186.841019 Edm = 9.36058 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297180.8100838 Edm = 12.7242 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297169.9695911 Edm = 2.15699 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297166.2663681 Edm = 0.259627 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297165.8476918 Edm = 0.0479662 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297165.7332335 Edm = 0.005715 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297165.7007729 Edm = 0.0281734 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297164.4511928 Edm = 0.65994 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297159.1920441 Edm = 4.08398 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297145.8405401 Edm = 4.33616 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297141.4634172 Edm = 0.515746 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297141.2932944 Edm = 0.0196716 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297141.276897 Edm = 0.00124612 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297141.2728015 Edm = 0.00327455 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297141.0609097 Edm = 0.0799242 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297139.8258479 Edm = 1.05733 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297135.6677947 Edm = 4.65653 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297134.324027 Edm = 4.10556 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297128.1496907 Edm = 3.05744 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297117.1748904 Edm = 6.46511 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297116.0694981 Edm = 2.19273 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297115.1404088 Edm = 0.177041 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297115.0131795 Edm = 0.0579056 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297114.972986 Edm = 0.00491845 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297114.9656021 Edm = 0.000546787 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297114.964598 Edm = 0.00038672 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297114.9613379 Edm = 0.00346062 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297114.7893006 Edm = 0.221679 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297114.7879714 Edm = 0.000903995 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297114.6315051 Edm = 0.163193 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297114.3918929 Edm = 0.23343 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297106.1864805 Edm = 3.95155 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297103.963914 Edm = 0.640701 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297103.1997234 Edm = 0.269363 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297102.7609096 Edm = 0.140932 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297102.6319191 Edm = 0.0037671 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297102.6260927 Edm = 0.00164172 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297102.6235161 Edm = 0.00116596 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297102.616001 Edm = 0.00617422 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297101.6201513 Edm = 0.79752 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297093.0113433 Edm = 3.03712 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297083.5075148 Edm = 6.01305 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297082.5345111 Edm = 2.44786 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297081.0187684 Edm = 0.568977 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297080.5338299 Edm = 0.110933 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297080.4158714 Edm = 0.0518371 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297080.3117297 Edm = 0.0140252 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297080.2925844 Edm = 0.00279719 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297080.2863125 Edm = 0.0021182 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297080.2744618 Edm = 0.00782526 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297080.0551264 Edm = 0.323925 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297079.958776 Edm = 0.0862398 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297079.6454635 Edm = 0.248769 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297073.5438835 Edm = 2.56897 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297069.9754122 Edm = 0.885003 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297069.4840471 Edm = 0.110835 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297069.3362409 Edm = 0.0121873 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297069.3196367 Edm = 0.00367017 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297069.3145945 Edm = 0.00154324 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297069.3126787 Edm = 0.000300003 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297069.3096255 Edm = 0.00314623 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297068.980075 Edm = 0.245025 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297068.96729 Edm = 0.000449055 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297068.9650277 Edm = 0.000924364 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297068.9598844 Edm = 0.0032314 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297068.6441969 Edm = 0.417745 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297068.6159286 Edm = 0.0732967 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297067.8679366 Edm = 0.733651 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297067.8354206 Edm = 0.0267914 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297066.2280693 Edm = 1.38137 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 297062.5739096 Edm = 2.94264 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297061.2157864 Edm = 0.386274 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297060.8042741 Edm = 0.071188 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297060.6306311 Edm = 0.0402331 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297060.5368468 Edm = 0.00476257 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297060.5313631 Edm = 0.000317716 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297060.5306121 Edm = 0.000434898 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297060.5262436 Edm = 0.00465534 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297060.3937655 Edm = 0.123938 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297059.0124873 Edm = 0.605119 NCalls = 360 -VariableMetric: Iteration # 110 - FCN = 297058.2431312 Edm = 0.0330215 NCalls = 362 -VariableMetric: Iteration # 111 - FCN = 297058.2146816 Edm = 0.00322936 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297058.2112556 Edm = 0.000360539 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297058.2108111 Edm = 8.54503e-05 NCalls = 368 -VariableMetric: After Hessian - FCN = 297058.2108111 Edm = 2.03862 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297058.2108111 Edm = 2.03862 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297056.0721438 Edm = 0.213112 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297055.8912903 Edm = 0.0535906 NCalls = 850 -VariableMetric: Iteration # 117 - FCN = 297055.8438379 Edm = 0.015051 NCalls = 852 -VariableMetric: Iteration # 118 - FCN = 297055.8249616 Edm = 0.00817071 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297055.8078006 Edm = 0.00390055 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297055.803003 Edm = 0.00294062 NCalls = 858 -VariableMetric: Iteration # 121 - FCN = 297055.8003704 Edm = 0.00122769 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297055.7986392 Edm = 0.00010402 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297055.798504 Edm = 3.80749e-05 NCalls = 864 -VariableMetric: After Hessian - FCN = 297055.798504 Edm = 0.000222922 NCalls = 1351 -VariableMetric: Iteration # 124 - FCN = 297055.798504 Edm = 0.000222922 NCalls = 1351 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304308.9340133 Edm = 5.99145 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304308.9340133 Edm = 5.99145 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302108.3414056 Edm = 7.75384 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300828.5582395 Edm = 279.543 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298118.7792329 Edm = 10.4423 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298115.4466108 Edm = 5.29964 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298112.7278251 Edm = 1.47913 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297625.2374618 Edm = 58.9627 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297555.3941763 Edm = 0.857996 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297553.9921391 Edm = 0.0226016 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297553.9435085 Edm = 0.0251606 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297550.4766189 Edm = 3.17384 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297477.7897324 Edm = 1.93378 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297475.5562822 Edm = 0.0761972 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297475.4212449 Edm = 0.0313611 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297472.7212441 Edm = 2.44999 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297441.1397111 Edm = 1.53264 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297438.0149534 Edm = 0.568495 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297436.9881642 Edm = 0.0426929 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297436.9466712 Edm = 0.0276044 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297436.9164343 Edm = 0.0111718 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297435.9595401 Edm = 0.848359 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297411.6822191 Edm = 11.2105 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297397.9724797 Edm = 0.724574 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297397.0965319 Edm = 0.0297102 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297397.0082616 Edm = 0.0603488 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297396.6344759 Edm = 0.276851 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297396.5965235 Edm = 0.219299 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297395.8746631 Edm = 0.336284 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297394.7197346 Edm = 1.9163 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297394.1953845 Edm = 0.153547 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297393.9984564 Edm = 0.018932 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297393.9844822 Edm = 0.00438226 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297393.9603407 Edm = 0.0174092 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297393.3183975 Edm = 0.585288 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297356.3134072 Edm = 7.02926 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297349.6956793 Edm = 2.88496 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297348.0553447 Edm = 0.316176 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297347.4780236 Edm = 0.0993227 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297347.3555863 Edm = 0.00589623 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297347.3486078 Edm = 0.00159134 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297347.3457491 Edm = 0.0015878 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297347.3320869 Edm = 0.0113158 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297347.2360984 Edm = 0.0659147 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297342.5973255 Edm = 3.67165 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297338.5956277 Edm = 0.447412 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297338.1642825 Edm = 0.020303 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297338.1508217 Edm = 0.000878225 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297338.1489058 Edm = 0.000720987 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297338.1452892 Edm = 0.00283576 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297338.0649602 Edm = 0.0735056 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297338.0616338 Edm = 0.00252101 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297336.9022613 Edm = 0.709559 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297335.5221464 Edm = 0.776716 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297334.7087402 Edm = 0.0723289 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297334.6428754 Edm = 0.00537062 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297334.6364727 Edm = 0.000196883 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297334.6362003 Edm = 6.67085e-05 NCalls = 182 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1372 (1372 total) | -| EDM = 0.000183 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297302.0047971785 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.25 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.22 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.526 | 0.023 | | | -2 | 2 | | -| 3 | phi_p | -0.07 | 0.39 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.44 | 0.31 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 1.87 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -1.16 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.97 | 0.05 | | | -2 | 2 | | -| 11| bplus_2 | -0.22 | 0.10 | | | -2 | 2 | | -| 12| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -1.653 | 0.026 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 4.03 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.2 | 1.5 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.61 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.50 | 0.21 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.02 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 22| rho_p | 6.04 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.16 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.190 0.023 0.002 0.010 -0.131 -0.000 0.073 -0.101 -0.547 0.001 0.111 -0.044 -0.035 0.001 -0.237 -0.011 -0.148 0.006 0.332 0.086 0.001 0.051 -0.219 | -| p4415_s | 0.190 1.000 0.025 0.000 0.019 -0.036 0.001 0.326 0.022 -0.095 0.106 -0.075 0.018 -0.019 -0.005 -0.020 -0.003 -0.070 -0.000 0.204 0.011 -0.000 0.014 -0.162 | -| bplus_0 | 0.023 0.025 1.000 -0.004 0.208 0.039 0.008 0.036 0.040 0.010 -0.838 -0.021 -0.004 -0.037 -0.081 0.017 -0.016 0.038 0.001 -0.006 0.046 0.001 -0.016 0.010 | -| phi_p | 0.002 0.000 -0.004 1.000 0.068 -0.005 -0.011 0.002 -0.001 -0.005 0.010 0.013 -0.008 -0.055 -0.019 -0.004 0.860 -0.009 0.000 -0.005 -0.003 0.000 0.187 -0.000 | -| rho_s | 0.010 0.019 0.208 0.068 1.000 0.060 0.037 0.014 0.037 0.001 -0.130 -0.003 0.006 0.009 -0.375 0.003 0.058 0.023 0.000 -0.001 0.017 0.000 0.217 -0.004 | -| DDstar_p | -0.131 -0.036 0.039 -0.005 0.060 1.000 0.002 -0.082 -0.084 0.198 0.346 -0.274 -0.011 0.159 -0.021 0.139 0.001 0.249 0.030 -0.108 0.157 0.002 -0.014 -0.036 | -| omega_p | -0.000 0.001 0.008 -0.011 0.037 0.002 1.000 -0.000 0.001 0.000 -0.006 -0.003 0.001 0.005 -0.142 0.000 -0.013 0.002 -0.000 -0.001 0.001 -0.000 0.011 -0.001 | -| p4160_s | 0.073 0.326 0.036 0.002 0.014 -0.082 -0.000 1.000 -0.084 -0.169 -0.006 0.143 -0.090 -0.043 0.000 0.273 -0.015 -0.063 0.008 0.245 0.003 0.003 0.063 -0.171 | -| Dbar_p | -0.101 0.022 0.040 -0.001 0.037 -0.084 0.001 -0.084 1.000 0.047 0.171 -0.084 0.001 0.243 -0.011 -0.005 -0.005 0.330 0.003 -0.301 -0.005 0.017 0.017 -0.075 | -| p4160_p | -0.547 -0.095 0.010 -0.005 0.001 0.198 0.000 -0.169 0.047 1.000 -0.003 -0.063 -0.133 -0.018 -0.003 0.259 -0.004 0.226 0.038 -0.404 0.005 0.024 -0.011 0.300 | -| bplus_1 | 0.001 0.106 -0.838 0.010 -0.130 0.346 -0.006 -0.006 0.171 -0.003 1.000 -0.291 0.032 0.054 0.059 0.011 0.021 0.106 -0.001 -0.167 0.068 -0.002 0.027 -0.101 | -| bplus_2 | 0.111 -0.075 -0.021 0.013 -0.003 -0.274 -0.003 0.143 -0.084 -0.063 -0.291 1.000 -0.006 0.113 0.022 -0.076 -0.045 -0.104 0.005 0.681 -0.108 0.004 0.238 0.197 | -| psi2s_p | -0.044 0.018 -0.004 -0.008 0.006 -0.011 0.001 -0.090 0.001 -0.133 0.032 -0.006 1.000 -0.017 -0.004 -0.216 -0.007 0.032 0.025 0.184 -0.439 0.024 -0.003 -0.106 | -| jpsi_p | -0.035 -0.019 -0.037 -0.055 0.009 0.159 0.005 -0.043 0.243 -0.018 0.054 0.113 -0.017 1.000 -0.023 -0.074 -0.033 0.075 0.052 0.218 -0.032 0.040 -0.095 -0.023 | -| omega_s | 0.001 -0.005 -0.081 -0.019 -0.375 -0.021 -0.142 0.000 -0.011 -0.003 0.059 0.022 -0.004 -0.023 1.000 -0.002 0.008 -0.011 -0.000 0.005 -0.006 -0.000 0.271 0.004 | -| p4040_p | -0.237 -0.020 0.017 -0.004 0.003 0.139 0.000 0.273 -0.005 0.259 0.011 -0.076 -0.216 -0.074 -0.002 1.000 -0.006 0.203 0.029 -0.341 -0.040 0.022 0.000 0.156 | -| phi_s | -0.011 -0.003 -0.016 0.860 0.058 0.001 -0.013 -0.015 -0.005 -0.004 0.021 -0.045 -0.007 -0.033 0.008 -0.006 1.000 -0.005 0.000 -0.026 -0.010 0.000 0.190 -0.013 | -| p3770_p | -0.148 -0.070 0.038 -0.009 0.023 0.249 0.002 -0.063 0.330 0.226 0.106 -0.104 0.032 0.075 -0.011 0.203 -0.005 1.000 0.021 -0.233 -0.202 0.026 -0.018 0.059 | -| DDstar_s | 0.006 -0.000 0.001 0.000 0.000 0.030 -0.000 0.008 0.003 0.038 -0.001 0.005 0.025 0.052 -0.000 0.029 0.000 0.021 1.000 -0.001 0.023 -0.001 0.000 0.027 | -| Ctt | 0.332 0.204 -0.006 -0.005 -0.001 -0.108 -0.001 0.245 -0.301 -0.404 -0.167 0.681 0.184 0.218 0.005 -0.341 -0.026 -0.233 -0.001 1.000 -0.193 0.007 0.091 -0.045 | -| p3770_s | 0.086 0.011 0.046 -0.003 0.017 0.157 0.001 0.003 -0.005 0.005 0.068 -0.108 -0.439 -0.032 -0.006 -0.040 -0.010 -0.202 0.023 -0.193 1.000 0.024 0.018 -0.015 | -| Dbar_s | 0.001 -0.000 0.001 0.000 0.000 0.002 -0.000 0.003 0.017 0.024 -0.002 0.004 0.024 0.040 -0.000 0.022 0.000 0.026 -0.001 0.007 0.024 1.000 0.001 0.014 | -| rho_p | 0.051 0.014 -0.016 0.187 0.217 -0.014 0.011 0.063 0.017 -0.011 0.027 0.238 -0.003 -0.095 0.271 0.000 0.190 -0.018 0.000 0.091 0.018 0.001 1.000 0.046 | -| p4415_p | -0.219 -0.162 0.010 -0.000 -0.004 -0.036 -0.001 -0.171 -0.075 0.300 -0.101 0.197 -0.106 -0.023 0.004 0.156 -0.013 0.059 0.027 -0.045 -0.015 0.014 0.046 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1655415482883592}), (, {'error': 0.19120332165937093}), (, {'error': 0.02346196781011023}), (, {'error': 0.3906982152156977}), (, {'error': 0.3075476799180924}), (, {'error': 0.31310624685773103}), (, {'error': 0.17066249698275815}), (, {'error': 0.16610395556829927}), (, {'error': 0.2944224929527519}), (, {'error': 0.10118178525055832}), (, {'error': 0.047546544605525654}), (, {'error': 0.09624574940077968}), (, {'error': 0.0317128184701998}), (, {'error': 0.026376108910296292}), (, {'error': 0.8996164090896173}), (, {'error': 0.15242072664677853}), (, {'error': 1.5126741546970592}), (, {'error': 0.1061058121332743}), (, {'error': 0.019124459671363836}), (, {'error': 0.20844502247423502}), (, {'error': 0.2280625640740772}), (, {'error': 0.014890083951470512}), (, {'error': 0.23857686966392055}), (, {'error': 0.17410426861904593})]) -Toy 1/25 -Time taken: 5 min, 14 s -Projected time left: 2 h, 5 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1345 (1345 total) | -| EDM = 2.18E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297405.92994978395 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.81 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 0.56 | 0.18 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 3 | phi_p | 6.06 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 2.37 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 2.70 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | -| 11| bplus_2 | 0.34 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 2.171 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -1.562 | 0.026 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.03 | 0.18 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.81 | 0.17 | | | -1.5 | 1.5 | | -| 20| p3770_s | 0.919 | 0.015 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.006 | | | -0.3 | 0.3 | | -| 22| rho_p | 5.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.016 0.015 0.001 -0.010 -0.082 0.000 -0.007 -0.013 0.009 -0.025 -0.082 0.137 0.023 0.002 -0.151 -0.004 0.002 -0.003 0.377 -0.005 -0.004 0.015 -0.167 | -| p4415_s | 0.016 1.000 -0.035 0.005 0.004 -0.048 0.000 0.003 -0.009 -0.004 -0.007 -0.035 -0.029 -0.019 -0.009 0.135 -0.017 0.001 0.004 0.214 -0.002 0.001 0.043 -0.032 | -| bplus_0 | 0.015 -0.035 1.000 -0.015 -0.443 -0.011 -0.003 0.000 -0.011 0.002 -0.969 -0.208 -0.078 0.079 0.219 -0.084 0.113 0.001 0.003 0.015 0.002 0.002 -0.133 -0.046 | -| phi_p | 0.001 0.005 -0.015 1.000 -0.024 0.003 -0.000 0.000 0.006 -0.000 0.010 -0.028 0.001 -0.027 -0.012 0.008 0.606 0.000 0.000 0.005 -0.000 -0.000 0.112 0.008 | -| rho_s | -0.010 0.004 -0.443 -0.024 1.000 0.038 0.005 -0.000 0.003 -0.000 0.422 0.249 0.042 0.047 -0.546 0.004 -0.100 -0.000 -0.003 -0.059 -0.000 -0.001 0.018 -0.025 | -| DDstar_p | -0.082 -0.048 -0.011 0.003 0.038 1.000 0.000 0.007 -0.013 0.002 -0.134 0.159 0.148 0.268 -0.019 0.034 -0.007 -0.003 0.011 -0.065 0.005 0.002 0.018 -0.033 | -| omega_p | 0.000 0.000 -0.003 -0.000 0.005 0.000 1.000 0.000 0.000 -0.000 0.002 -0.000 0.001 0.000 -0.073 0.001 -0.002 -0.000 -0.000 0.000 -0.000 -0.000 0.021 0.000 | -| p4160_s | -0.007 0.003 0.000 0.000 -0.000 0.007 0.000 1.000 0.004 -0.002 -0.000 -0.000 -0.001 0.002 0.000 -0.012 -0.000 -0.000 0.000 -0.010 0.000 0.000 0.000 0.006 | -| Dbar_p | -0.013 -0.009 -0.011 0.006 0.003 -0.013 0.000 0.004 1.000 0.002 -0.061 0.039 0.187 0.310 -0.007 -0.021 -0.012 -0.003 0.003 -0.109 0.008 0.005 0.031 -0.050 | -| p4160_p | 0.009 -0.004 0.002 -0.000 -0.000 0.002 -0.000 -0.002 0.002 1.000 -0.002 0.002 0.004 0.001 0.000 -0.002 0.001 0.000 -0.000 -0.002 0.000 -0.000 -0.001 0.004 | -| bplus_1 | -0.025 -0.007 -0.969 0.010 0.422 -0.134 0.002 -0.000 -0.061 -0.002 1.000 0.054 0.007 -0.079 -0.210 0.061 -0.112 0.000 0.003 0.079 -0.003 0.001 0.118 0.108 | -| bplus_2 | -0.082 -0.035 -0.208 -0.028 0.249 0.159 -0.000 -0.000 0.039 0.002 0.054 1.000 0.112 -0.102 -0.075 -0.084 0.049 -0.004 -0.009 -0.711 0.002 -0.003 -0.212 -0.260 | -| psi2s_p | 0.137 -0.029 -0.078 0.001 0.042 0.148 0.001 -0.001 0.187 0.004 0.007 0.112 1.000 0.013 -0.024 -0.178 -0.019 0.007 0.018 -0.004 0.008 0.016 0.031 -0.097 | -| jpsi_p | 0.023 -0.019 0.079 -0.027 0.047 0.268 0.000 0.002 0.310 0.001 -0.079 -0.102 0.013 1.000 -0.016 -0.038 0.006 0.000 0.019 0.244 0.003 0.009 -0.072 0.008 | -| omega_s | 0.002 -0.009 0.219 -0.012 -0.546 -0.019 -0.073 0.000 -0.007 0.000 -0.210 -0.075 -0.024 -0.016 1.000 -0.014 0.057 0.000 0.001 0.005 0.000 0.001 -0.045 -0.000 | -| p4040_p | -0.151 0.135 -0.084 0.008 0.004 0.034 0.001 -0.012 -0.021 -0.002 0.061 -0.084 -0.178 -0.038 -0.014 1.000 -0.030 -0.002 0.014 0.017 0.001 0.008 0.073 -0.068 | -| phi_s | -0.004 -0.017 0.113 0.606 -0.100 -0.007 -0.002 -0.000 -0.012 0.001 -0.112 0.049 -0.019 0.006 0.057 -0.030 1.000 0.000 0.000 -0.040 0.000 0.000 0.080 -0.024 | -| p3770_p | 0.002 0.001 0.001 0.000 -0.000 -0.003 -0.000 -0.000 -0.003 0.000 0.000 -0.004 0.007 0.000 0.000 -0.002 0.000 1.000 -0.000 0.008 -0.002 -0.000 0.000 -0.000 | -| DDstar_s | -0.003 0.004 0.003 0.000 -0.003 0.011 -0.000 0.000 0.003 -0.000 0.003 -0.009 0.018 0.019 0.001 0.014 0.000 -0.000 1.000 0.004 0.000 -0.000 -0.001 0.007 | -| Ctt | 0.377 0.214 0.015 0.005 -0.059 -0.065 0.000 -0.010 -0.109 -0.002 0.079 -0.711 -0.004 0.244 0.005 0.017 -0.040 0.008 0.004 1.000 -0.003 0.013 0.097 0.017 | -| p3770_s | -0.005 -0.002 0.002 -0.000 -0.000 0.005 -0.000 0.000 0.008 0.000 -0.003 0.002 0.008 0.003 0.000 0.001 0.000 -0.002 0.000 -0.003 1.000 0.000 -0.001 0.001 | -| Dbar_s | -0.004 0.001 0.002 -0.000 -0.001 0.002 -0.000 0.000 0.005 -0.000 0.001 -0.003 0.016 0.009 0.001 0.008 0.000 -0.000 -0.000 0.013 0.000 1.000 -0.001 0.004 | -| rho_p | 0.015 0.043 -0.133 0.112 0.018 0.018 0.021 0.000 0.031 -0.001 0.118 -0.212 0.031 -0.072 -0.045 0.073 0.080 0.000 -0.001 0.097 -0.001 -0.001 1.000 0.063 | -| p4415_p | -0.167 -0.032 -0.046 0.008 -0.025 -0.033 0.000 0.006 -0.050 0.004 0.108 -0.260 -0.097 0.008 -0.000 -0.068 -0.024 -0.000 0.007 0.017 0.001 0.004 0.063 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16433143636375047}), (, {'error': 0.1849962877000603}), (, {'error': 0.033143774534302506}), (, {'error': 0.21142011253459803}), (, {'error': 0.35160497271217706}), (, {'error': 0.23057342980211182}), (, {'error': 0.07223034630967451}), (, {'error': 0.01452214103270516}), (, {'error': 0.19846925396933823}), (, {'error': 0.011324776611323806}), (, {'error': 0.06266269701693483}), (, {'error': 0.07848113185342998}), (, {'error': 0.02575018089039105}), (, {'error': 0.025616645623848466}), (, {'error': 1.0357003269750922}), (, {'error': 0.17728896143848516}), (, {'error': 1.1288379561322657}), (, {'error': 0.010116794053824929}), (, {'error': 0.009617688062562524}), (, {'error': 0.16537162570580455}), (, {'error': 0.014965874652307476}), (, {'error': 0.006188263898353946}), (, {'error': 0.6169535417087451}), (, {'error': 0.35466360708296163})]) -Toy 2/25 -Time taken: 10 min, 13 s -Projected time left: 1 h, 57 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2211 (2211 total) | -| EDM = 0.000584 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297168.2393030688 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.87 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.24 | 0.18 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.420 | 0.007 | | | -2 | 2 | | -| 3 | phi_p | 0.77 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.30 | 0.33 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -0.05 | 1.29 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.79 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.25 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.32 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.822 | 0.014 | | | -2 | 2 | | -| 11| bplus_2 | 0.19 | 0.06 | | | -2 | 2 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 1.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.79 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -3.11 | 0.19 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.35 | 0.19 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.63 | 0.30 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.25 | 0.54 | | | -0.3 | 0.3 | | -| 22| rho_p | 0.07 | 1.06 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.50 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.241 0.024 -0.006 0.016 -0.563 0.008 0.205 -0.443 -0.508 0.023 -0.259 -0.314 -0.334 -0.001 -0.377 -0.016 -0.487 -0.360 -0.242 -0.292 -0.566 0.003 -0.017 | -| p4415_s | 0.241 1.000 -0.094 -0.001 0.026 -0.233 0.018 0.333 -0.173 -0.153 -0.107 -0.027 -0.147 -0.202 -0.001 -0.116 -0.011 -0.241 -0.173 -0.050 -0.163 -0.262 -0.020 -0.081 | -| bplus_0 | 0.024 -0.094 1.000 -0.000 -0.159 -0.146 -0.100 -0.002 -0.275 0.020 -0.437 -0.208 -0.070 -0.105 0.003 -0.021 0.059 -0.127 -0.216 -0.027 -0.081 -0.112 0.084 0.080 | -| phi_p | -0.006 -0.001 -0.000 1.000 -0.024 0.003 0.055 -0.007 0.011 0.008 0.012 0.038 0.008 0.003 -0.013 0.004 0.505 0.011 0.005 0.005 0.005 0.008 -0.193 -0.003 | -| rho_s | 0.016 0.026 -0.159 -0.024 1.000 0.005 0.448 0.021 0.052 -0.022 -0.007 -0.069 -0.005 -0.002 -0.011 -0.013 -0.074 0.002 0.037 0.004 -0.004 -0.008 -0.063 -0.006 | -| DDstar_p | -0.563 -0.233 -0.146 0.003 0.005 1.000 0.003 -0.406 0.650 0.312 -0.135 0.422 0.482 0.452 0.002 0.422 -0.002 0.737 0.540 0.678 0.566 0.942 0.005 -0.247 | -| omega_p | 0.008 0.018 -0.100 0.055 0.448 0.003 1.000 0.011 0.036 -0.012 0.009 -0.016 -0.001 -0.000 0.177 -0.009 -0.003 0.005 0.025 0.002 -0.002 -0.004 -0.407 -0.006 | -| p4160_s | 0.205 0.333 -0.002 -0.007 0.021 -0.406 0.011 1.000 -0.336 -0.240 -0.001 -0.225 -0.250 -0.243 -0.001 0.034 -0.024 -0.330 -0.257 -0.147 -0.228 -0.395 0.015 -0.019 | -| Dbar_p | -0.443 -0.173 -0.275 0.011 0.052 0.650 0.036 -0.336 1.000 0.376 -0.272 0.300 0.429 0.525 0.000 0.343 -0.016 0.714 0.225 0.339 0.440 0.676 -0.020 -0.135 | -| p4160_p | -0.508 -0.153 0.020 0.008 -0.022 0.312 -0.012 -0.240 0.376 1.000 0.028 0.201 0.358 0.533 0.002 0.425 0.010 0.517 0.215 0.182 0.385 0.490 0.017 0.259 | -| bplus_1 | 0.023 -0.107 -0.437 0.012 -0.007 -0.135 0.009 -0.001 -0.272 0.028 1.000 -0.207 -0.063 -0.077 -0.001 -0.006 0.010 -0.131 -0.220 -0.011 -0.074 -0.099 -0.048 0.095 | -| bplus_2 | -0.259 -0.027 -0.208 0.038 -0.069 0.422 -0.016 -0.225 0.300 0.201 -0.207 1.000 0.293 0.372 0.000 0.241 0.102 0.369 0.273 0.024 0.322 0.470 -0.152 -0.150 | -| psi2s_p | -0.314 -0.147 -0.070 0.008 -0.005 0.482 -0.001 -0.250 0.429 0.358 -0.063 0.293 1.000 0.530 0.001 0.314 0.005 0.524 0.249 0.537 0.310 0.608 0.004 -0.028 | -| jpsi_p | -0.334 -0.202 -0.105 0.003 -0.002 0.452 -0.000 -0.243 0.525 0.533 -0.077 0.372 0.530 1.000 0.000 0.479 -0.011 0.606 0.214 0.315 0.551 0.641 0.013 0.072 | -| omega_s | -0.001 -0.001 0.003 -0.013 -0.011 0.002 0.177 -0.001 0.000 0.002 -0.001 0.000 0.001 0.000 1.000 0.002 0.001 0.002 -0.000 0.002 0.002 0.002 0.018 0.000 | -| p4040_p | -0.377 -0.116 -0.021 0.004 -0.013 0.422 -0.009 0.034 0.343 0.425 -0.006 0.241 0.314 0.479 0.002 1.000 0.001 0.532 0.250 0.300 0.387 0.557 0.023 0.104 | -| phi_s | -0.016 -0.011 0.059 0.505 -0.074 -0.002 -0.003 -0.024 -0.016 0.010 0.010 0.102 0.005 -0.011 0.001 0.001 1.000 0.003 -0.008 -0.008 -0.004 0.009 -0.058 -0.009 | -| p3770_p | -0.487 -0.241 -0.127 0.011 0.002 0.737 0.005 -0.330 0.714 0.517 -0.131 0.369 0.524 0.606 0.002 0.532 0.003 1.000 0.427 0.522 0.486 0.826 -0.001 -0.042 | -| DDstar_s | -0.360 -0.173 -0.216 0.005 0.037 0.540 0.025 -0.257 0.225 0.215 -0.220 0.273 0.249 0.214 -0.000 0.250 -0.008 0.427 1.000 0.411 0.330 0.519 -0.026 -0.152 | -| Ctt | -0.242 -0.050 -0.027 0.005 0.004 0.678 0.002 -0.147 0.339 0.182 -0.011 0.024 0.537 0.315 0.002 0.300 -0.008 0.522 0.411 1.000 0.452 0.711 0.025 -0.113 | -| p3770_s | -0.292 -0.163 -0.081 0.005 -0.004 0.566 -0.002 -0.228 0.440 0.385 -0.074 0.322 0.310 0.551 0.002 0.387 -0.004 0.486 0.330 0.452 1.000 0.677 0.019 -0.019 | -| Dbar_s | -0.566 -0.262 -0.112 0.008 -0.008 0.942 -0.004 -0.395 0.676 0.490 -0.099 0.470 0.608 0.641 0.002 0.557 0.009 0.826 0.519 0.711 0.677 1.000 0.008 -0.128 | -| rho_p | 0.003 -0.020 0.084 -0.193 -0.063 0.005 -0.407 0.015 -0.020 0.017 -0.048 -0.152 0.004 0.013 0.018 0.023 -0.058 -0.001 -0.026 0.025 0.019 0.008 1.000 0.029 | -| p4415_p | -0.017 -0.081 0.080 -0.003 -0.006 -0.247 -0.006 -0.019 -0.135 0.259 0.095 -0.150 -0.028 0.072 0.000 0.104 -0.009 -0.042 -0.152 -0.113 -0.019 -0.128 0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18443540691196192}), (, {'error': 0.17739861475274632}), (, {'error': 0.007226972158386635}), (, {'error': 0.13904635516064712}), (, {'error': 0.3319512366371845}), (, {'error': 1.2885584104885024}), (, {'error': 0.2110697068115046}), (, {'error': 0.16227961259894808}), (, {'error': 0.5343800647435082}), (, {'error': 0.11173871702957316}), (, {'error': 0.01414999112073323}), (, {'error': 0.06086805497407011}), (, {'error': 0.03794281747605499}), (, {'error': 0.03429877617206589}), (, {'error': 3.528323514399574}), (, {'error': 0.23332849632813502}), (, {'error': 0.9309786011322156}), (, {'error': 0.1853893399515225}), (, {'error': 0.3773809889991878}), (, {'error': 0.18630658013718204}), (, {'error': 0.30202183996926446}), (, {'error': 0.5444668727563647}), (, {'error': 1.0573445406221582}), (, {'error': 0.16580948826711484})]) -Toy 3/25 -Time taken: 17 min, 19 s -Projected time left: 2 h, 6 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1386 (1386 total) | -| EDM = 0.000174 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297100.71112689696 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.86 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.544 | 0.025 | | | -2 | 2 | | -| 3 | phi_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.45 | 0.30 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.14 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.99 | 0.05 | | | -2 | 2 | | -| 11| bplus_2 | -0.29 | 0.10 | | | -2 | 2 | | -| 12| psi2s_p | 1.898 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 4.656 | 0.028 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.36 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 14.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.39 | 0.22 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 22| rho_p | 5.97 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.08 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.175 0.022 0.013 0.006 -0.124 0.003 0.058 -0.103 -0.566 0.005 0.117 -0.015 -0.047 0.006 -0.237 -0.008 -0.180 0.006 0.369 0.077 -0.001 0.055 -0.243 | -| p4415_s | 0.175 1.000 0.029 0.006 0.018 -0.037 -0.001 0.319 0.016 -0.078 0.099 -0.052 0.019 -0.019 -0.003 0.013 -0.003 -0.069 -0.000 0.214 0.010 -0.001 0.021 -0.137 | -| bplus_0 | 0.022 0.029 1.000 0.018 0.202 0.044 -0.028 0.043 0.047 0.016 -0.842 -0.047 0.004 -0.020 -0.077 0.015 -0.005 0.047 -0.001 0.002 0.053 0.000 -0.006 0.012 | -| phi_p | 0.013 0.006 0.018 1.000 0.016 -0.001 -0.001 0.018 0.008 -0.001 -0.007 0.059 -0.000 -0.030 -0.023 0.004 0.244 -0.002 0.001 0.019 0.008 0.001 0.069 0.012 | -| rho_s | 0.006 0.018 0.202 0.016 1.000 0.056 -0.112 0.012 0.038 0.010 -0.130 -0.025 0.013 0.029 -0.376 0.004 0.017 0.030 -0.001 -0.009 0.021 -0.001 0.174 -0.003 | -| DDstar_p | -0.124 -0.037 0.044 -0.001 0.056 1.000 -0.008 -0.047 -0.081 0.288 0.318 -0.248 0.055 0.265 -0.021 0.145 0.004 0.284 0.028 -0.108 0.217 -0.001 -0.013 0.030 | -| omega_p | 0.003 -0.001 -0.028 -0.001 -0.112 -0.008 1.000 0.004 -0.003 -0.002 0.022 0.024 -0.003 -0.018 0.415 0.000 0.008 -0.006 0.000 0.007 -0.001 0.000 -0.011 0.004 | -| p4160_s | 0.058 0.319 0.043 0.018 0.012 -0.047 0.004 1.000 -0.079 -0.178 0.004 0.151 -0.081 -0.041 0.007 0.297 -0.011 -0.068 0.009 0.271 0.006 0.003 0.075 -0.190 | -| Dbar_p | -0.103 0.016 0.047 0.008 0.038 -0.081 -0.003 -0.079 1.000 0.097 0.186 -0.098 0.039 0.314 -0.009 -0.020 -0.002 0.411 0.004 -0.320 0.051 0.023 0.022 -0.065 | -| p4160_p | -0.566 -0.078 0.016 -0.001 0.010 0.288 -0.002 -0.178 0.097 1.000 0.040 -0.094 -0.123 0.053 -0.006 0.227 0.001 0.284 0.041 -0.423 0.045 0.033 -0.010 0.301 | -| bplus_1 | 0.005 0.099 -0.842 -0.007 -0.130 0.318 0.022 0.004 0.186 0.040 1.000 -0.256 0.060 0.104 0.058 0.017 0.007 0.133 -0.009 -0.182 0.093 -0.005 0.020 -0.080 | -| bplus_2 | 0.117 -0.052 -0.047 0.059 -0.025 -0.248 0.024 0.151 -0.098 -0.094 -0.256 1.000 -0.014 0.068 0.049 -0.056 -0.036 -0.121 0.008 0.696 -0.115 0.004 0.267 0.188 | -| psi2s_p | -0.015 0.019 0.004 -0.000 0.013 0.055 -0.003 -0.081 0.039 -0.123 0.060 -0.014 1.000 0.018 -0.006 -0.222 -0.001 0.076 0.027 0.173 -0.422 0.031 0.002 -0.109 | -| jpsi_p | -0.047 -0.019 -0.020 -0.030 0.029 0.265 -0.018 -0.041 0.314 0.053 0.104 0.068 0.018 1.000 -0.035 -0.049 0.004 0.173 0.051 0.153 0.025 0.047 -0.085 -0.008 | -| omega_s | 0.006 -0.003 -0.077 -0.023 -0.376 -0.021 0.415 0.007 -0.009 -0.006 0.058 0.049 -0.006 -0.035 1.000 -0.001 0.016 -0.015 0.000 0.015 -0.005 0.000 0.296 0.008 | -| p4040_p | -0.237 0.013 0.015 0.004 0.004 0.145 0.000 0.297 -0.020 0.227 0.017 -0.056 -0.222 -0.049 -0.001 1.000 -0.002 0.187 0.026 -0.286 -0.020 0.025 0.010 0.139 | -| phi_s | -0.008 -0.003 -0.005 0.244 0.017 0.004 0.008 -0.011 -0.002 0.001 0.007 -0.036 -0.001 0.004 0.016 -0.002 1.000 0.001 0.000 -0.018 -0.004 -0.000 0.044 -0.008 | -| p3770_p | -0.180 -0.069 0.047 -0.002 0.030 0.284 -0.006 -0.068 0.411 0.284 0.133 -0.121 0.076 0.173 -0.015 0.187 0.001 1.000 0.018 -0.265 -0.138 0.031 -0.015 0.076 | -| DDstar_s | 0.006 -0.000 -0.001 0.001 -0.001 0.028 0.000 0.009 0.004 0.041 -0.009 0.008 0.027 0.051 0.000 0.026 0.000 0.018 1.000 -0.002 0.023 -0.002 0.000 0.031 | -| Ctt | 0.369 0.214 0.002 0.019 -0.009 -0.108 0.007 0.271 -0.320 -0.423 -0.182 0.696 0.173 0.153 0.015 -0.286 -0.018 -0.265 -0.002 1.000 -0.198 0.007 0.110 -0.046 | -| p3770_s | 0.077 0.010 0.053 0.008 0.021 0.217 -0.001 0.006 0.051 0.045 0.093 -0.115 -0.422 0.025 -0.005 -0.020 -0.004 -0.138 0.023 -0.198 1.000 0.031 0.023 -0.006 | -| Dbar_s | -0.001 -0.001 0.000 0.001 -0.001 -0.001 0.000 0.003 0.023 0.033 -0.005 0.004 0.031 0.047 0.000 0.025 -0.000 0.031 -0.002 0.007 0.031 1.000 0.001 0.019 | -| rho_p | 0.055 0.021 -0.006 0.069 0.174 -0.013 -0.011 0.075 0.022 -0.010 0.020 0.267 0.002 -0.085 0.296 0.010 0.044 -0.015 0.000 0.110 0.023 0.001 1.000 0.053 | -| p4415_p | -0.243 -0.137 0.012 0.012 -0.003 0.030 0.004 -0.190 -0.065 0.301 -0.080 0.188 -0.109 -0.008 0.008 0.139 -0.008 0.076 0.031 -0.046 -0.006 0.019 0.053 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17655153424640257}), (, {'error': 0.1931330937390725}), (, {'error': 0.024775640274794508}), (, {'error': 0.1788616238416738}), (, {'error': 0.30386036974725117}), (, {'error': 0.33335651390926824}), (, {'error': 0.27851884609177}), (, {'error': 0.1684897693465479}), (, {'error': 0.3317370523184995}), (, {'error': 0.09943731103127584}), (, {'error': 0.048921279857810696}), (, {'error': 0.10168068245067663}), (, {'error': 0.03151764064242002}), (, {'error': 0.02753035640346191}), (, {'error': 1.002849549710521}), (, {'error': 0.21258403520790292}), (, {'error': 0.9699463897976299}), (, {'error': 0.1020493504668396}), (, {'error': 0.021353791413506018}), (, {'error': 0.21620405026687128}), (, {'error': 0.22832595429984393}), (, {'error': 0.018904582038870937}), (, {'error': 0.24423965450698493}), (, {'error': 0.18287035475594182})]) -Toy 4/25 -Time taken: 22 min, 29 s -Projected time left: 1 h, 57 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1359 (1359 total) | -| EDM = 8.02E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297114.5487035159 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.80 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.02 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.424 | 0.016 | | | -2 | 2 | | -| 3 | phi_p | 6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.27 | 0.40 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 5.02 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 11| bplus_2 | -0.25 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -1.693 | 0.027 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.7 | 1.7 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.34 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.47 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.56 | 0.22 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 22| rho_p | -1.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.14 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.187 0.015 -0.007 -0.049 -0.170 0.006 0.122 -0.100 -0.564 -0.012 0.134 -0.012 -0.024 0.008 -0.225 -0.010 -0.173 0.003 0.355 0.091 -0.001 0.060 -0.216 | -| p4415_s | 0.187 1.000 0.007 -0.002 -0.001 -0.058 -0.002 0.317 0.014 -0.082 0.111 -0.057 0.019 -0.018 -0.004 -0.002 -0.003 -0.082 -0.001 0.208 0.014 -0.000 0.027 -0.154 | -| bplus_0 | 0.015 0.007 1.000 0.004 0.215 -0.020 -0.057 0.029 0.008 0.020 -0.814 -0.028 -0.010 -0.062 -0.112 0.021 -0.033 0.024 0.000 -0.023 0.041 0.001 0.139 0.021 | -| phi_p | -0.007 -0.002 0.004 1.000 0.078 0.005 -0.030 -0.008 -0.001 0.005 -0.009 -0.034 0.006 0.046 -0.013 0.002 -0.769 0.009 -0.000 -0.009 -0.000 -0.000 -0.106 -0.005 | -| rho_s | -0.049 -0.001 0.215 0.078 1.000 0.069 -0.014 -0.057 0.012 0.015 -0.147 -0.268 0.007 0.114 -0.297 -0.005 -0.110 0.046 0.001 -0.105 -0.007 -0.001 -0.194 -0.056 | -| DDstar_p | -0.170 -0.058 -0.020 0.005 0.069 1.000 -0.017 -0.106 -0.116 0.209 0.425 -0.294 -0.032 0.162 -0.030 0.091 0.002 0.289 0.033 -0.115 0.140 0.003 0.021 -0.057 | -| omega_p | 0.006 -0.002 -0.057 -0.030 -0.014 -0.017 1.000 0.006 -0.006 -0.005 0.042 0.038 -0.005 -0.043 0.837 -0.001 0.063 -0.014 0.000 0.009 -0.002 0.000 -0.009 0.007 | -| p4160_s | 0.122 0.317 0.029 -0.008 -0.057 -0.106 0.006 1.000 -0.083 -0.208 -0.002 0.154 -0.070 -0.034 0.007 0.285 -0.014 -0.094 0.007 0.277 0.012 0.002 0.079 -0.196 | -| Dbar_p | -0.100 0.014 0.008 -0.001 0.012 -0.116 -0.006 -0.083 1.000 0.010 0.195 -0.088 -0.053 0.177 -0.012 -0.074 -0.005 0.306 0.005 -0.308 -0.049 0.020 0.040 -0.097 | -| p4160_p | -0.564 -0.082 0.020 0.005 0.015 0.209 -0.005 -0.208 0.010 1.000 -0.000 -0.082 -0.156 -0.045 -0.007 0.255 -0.004 0.224 0.044 -0.401 -0.019 0.027 -0.009 0.281 | -| bplus_1 | -0.012 0.111 -0.814 -0.009 -0.147 0.425 0.042 -0.002 0.195 -0.000 1.000 -0.307 0.019 0.057 0.079 -0.017 0.032 0.149 0.002 -0.174 0.067 0.000 -0.072 -0.129 | -| bplus_2 | 0.134 -0.057 -0.028 -0.034 -0.268 -0.294 0.038 0.154 -0.088 -0.082 -0.307 1.000 -0.007 0.108 0.057 -0.054 -0.038 -0.135 0.003 0.695 -0.088 0.005 0.255 0.210 | -| psi2s_p | -0.012 0.019 -0.010 0.006 0.007 -0.032 -0.005 -0.070 -0.053 -0.156 0.019 -0.007 1.000 -0.032 -0.006 -0.228 -0.005 -0.019 0.025 0.184 -0.387 0.025 -0.001 -0.103 | -| jpsi_p | -0.024 -0.018 -0.062 0.046 0.114 0.162 -0.043 -0.034 0.177 -0.045 0.057 0.108 -0.032 1.000 -0.057 -0.101 -0.022 0.050 0.055 0.247 -0.033 0.044 -0.079 -0.030 | -| omega_s | 0.008 -0.004 -0.112 -0.013 -0.297 -0.030 0.837 0.007 -0.012 -0.007 0.079 0.057 -0.006 -0.057 1.000 -0.001 0.066 -0.022 -0.000 0.014 -0.005 0.000 -0.040 0.011 | -| p4040_p | -0.225 -0.002 0.021 0.002 -0.005 0.091 -0.001 0.285 -0.074 0.255 -0.017 -0.054 -0.228 -0.101 -0.001 1.000 -0.005 0.144 0.025 -0.289 -0.067 0.019 0.004 0.143 | -| phi_s | -0.010 -0.003 -0.033 -0.769 -0.110 0.002 0.063 -0.014 -0.005 -0.004 0.032 -0.038 -0.005 -0.022 0.066 -0.005 1.000 -0.006 0.000 -0.022 -0.010 -0.000 0.090 -0.011 | -| p3770_p | -0.173 -0.082 0.024 0.009 0.046 0.289 -0.014 -0.094 0.306 0.224 0.149 -0.135 -0.019 0.050 -0.022 0.144 -0.006 1.000 0.030 -0.246 -0.274 0.037 -0.000 0.037 | -| DDstar_s | 0.003 -0.001 0.000 -0.000 0.001 0.033 0.000 0.007 0.005 0.044 0.002 0.003 0.025 0.055 -0.000 0.025 0.000 0.030 1.000 -0.002 0.023 -0.001 0.001 0.024 | -| Ctt | 0.355 0.208 -0.023 -0.009 -0.105 -0.115 0.009 0.277 -0.308 -0.401 -0.174 0.695 0.184 0.247 0.014 -0.289 -0.022 -0.246 -0.002 1.000 -0.145 0.005 0.112 -0.023 | -| p3770_s | 0.091 0.014 0.041 -0.000 -0.007 0.140 -0.002 0.012 -0.049 -0.019 0.067 -0.088 -0.387 -0.033 -0.005 -0.067 -0.010 -0.274 0.023 -0.145 1.000 0.022 0.033 -0.026 | -| Dbar_s | -0.001 -0.000 0.001 -0.000 -0.001 0.003 0.000 0.002 0.020 0.027 0.000 0.005 0.025 0.044 0.000 0.019 -0.000 0.037 -0.001 0.005 0.022 1.000 0.002 0.012 | -| rho_p | 0.060 0.027 0.139 -0.106 -0.194 0.021 -0.009 0.079 0.040 -0.009 -0.072 0.255 -0.001 -0.079 -0.040 0.004 0.090 -0.000 0.001 0.112 0.033 0.002 1.000 0.050 | -| p4415_p | -0.216 -0.154 0.021 -0.005 -0.056 -0.057 0.007 -0.196 -0.097 0.281 -0.129 0.210 -0.103 -0.030 0.011 0.143 -0.011 0.037 0.024 -0.023 -0.026 0.012 0.050 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17407393347429717}), (, {'error': 0.18965297622553978}), (, {'error': 0.016477910349827596}), (, {'error': 1.051867949150127}), (, {'error': 0.3324728639249405}), (, {'error': 0.32362298690137914}), (, {'error': 0.4023816419779176}), (, {'error': 0.16547916282225117}), (, {'error': 0.2885056991180468}), (, {'error': 0.09778330826185577}), (, {'error': 0.036336114871836966}), (, {'error': 0.08107273805705961}), (, {'error': 0.031693639458445055}), (, {'error': 0.02684156968894502}), (, {'error': 1.7098855038685516}), (, {'error': 0.229826386146877}), (, {'error': 1.251557303182544}), (, {'error': 0.09292666920643011}), (, {'error': 0.01933191118540381}), (, {'error': 0.2182855470422883}), (, {'error': 0.22632564228431917}), (, {'error': 0.015920054336595157}), (, {'error': 0.7659047639903842}), (, {'error': 0.20419953727146556})]) -Toy 5/25 -Time taken: 27 min, 41 s -Projected time left: 1 h, 50 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1922 (1922 total) | -| EDM = 0.0011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297066.027367313 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.57 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.20 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.587 | 0.015 | | | -2 | 2 | | -| 3 | phi_p | 5.85 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.66 | 0.26 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.62 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.85 | 0.14 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -1.2 | 2.7 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.23 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.188 | 0.030 | | | -2 | 2 | | -| 11| bplus_2 | 0.08 | 0.06 | | | -2 | 2 | | -| 12| psi2s_p | 1.801 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 1.59 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.7 | 1.3 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.17 | 0.26 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.48 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.17 | 0.11 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.26 | 0.20 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.09 | 0.19 | | | -0.3 | 0.3 | | -| 22| rho_p | 5.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.13 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.325 0.434 0.012 -0.079 -0.408 0.002 0.021 0.450 -0.449 0.434 -0.017 0.262 0.349 0.025 0.002 0.013 -0.106 -0.510 -0.019 0.145 -0.394 0.040 -0.158 | -| p4415_s | 0.325 1.000 0.498 0.014 -0.092 -0.436 0.002 0.389 0.548 -0.271 0.498 -0.001 0.283 0.401 0.029 0.188 0.015 -0.059 -0.605 -0.103 0.091 -0.500 0.044 -0.091 | -| bplus_0 | 0.434 0.498 1.000 0.011 -0.162 -0.644 0.000 0.332 0.794 -0.407 0.704 -0.146 0.415 0.604 0.049 0.181 0.040 -0.053 -0.884 -0.337 0.112 -0.753 0.034 -0.031 | -| phi_p | 0.012 0.014 0.011 1.000 -0.000 -0.015 -0.022 0.011 0.023 -0.008 0.014 -0.027 0.013 0.018 -0.038 0.008 0.403 0.000 -0.021 -0.010 0.008 -0.023 0.048 0.002 | -| rho_s | -0.079 -0.092 -0.162 -0.000 1.000 0.109 0.179 -0.066 -0.141 0.072 -0.137 0.049 -0.074 -0.111 -0.169 -0.038 0.001 0.008 0.155 0.057 -0.029 0.133 0.078 0.003 | -| DDstar_p | -0.408 -0.436 -0.644 -0.015 0.109 1.000 -0.003 -0.341 -0.573 0.253 -0.642 0.044 -0.392 -0.566 -0.037 -0.231 -0.030 0.077 0.618 0.289 -0.136 0.457 -0.035 -0.069 | -| omega_p | 0.002 0.002 0.000 -0.022 0.179 -0.003 1.000 0.002 0.005 -0.001 0.002 -0.006 0.002 0.000 0.711 0.001 0.003 0.001 -0.004 -0.001 0.002 -0.006 -0.002 0.001 | -| p4160_s | 0.021 0.389 0.332 0.011 -0.066 -0.341 0.002 1.000 0.338 -0.229 0.333 -0.084 0.137 0.261 0.019 0.287 0.001 -0.022 -0.390 -0.061 0.069 -0.319 0.048 -0.137 | -| Dbar_p | 0.450 0.548 0.794 0.023 -0.141 -0.573 0.005 0.338 1.000 -0.376 0.794 -0.062 0.522 0.761 0.047 0.213 0.030 0.122 -0.946 -0.392 0.226 -0.927 0.062 -0.045 | -| p4160_p | -0.449 -0.271 -0.407 -0.008 0.072 0.253 -0.001 -0.229 -0.376 1.000 -0.407 -0.003 -0.184 -0.210 -0.023 -0.148 -0.016 0.201 0.483 0.011 0.008 0.292 -0.028 0.244 | -| bplus_1 | 0.434 0.498 0.704 0.014 -0.137 -0.642 0.002 0.333 0.794 -0.407 1.000 -0.148 0.415 0.607 0.043 0.183 0.035 -0.056 -0.882 -0.336 0.112 -0.752 0.032 -0.030 | -| bplus_2 | -0.017 -0.001 -0.146 -0.027 0.049 0.044 -0.006 -0.084 -0.062 -0.003 -0.148 1.000 -0.005 0.001 -0.008 -0.049 0.068 -0.009 0.067 -0.341 -0.007 0.013 -0.185 -0.111 | -| psi2s_p | 0.262 0.283 0.415 0.013 -0.074 -0.392 0.002 0.137 0.522 -0.184 0.415 -0.005 1.000 0.485 0.024 0.050 0.015 0.108 -0.491 -0.032 -0.052 -0.546 0.033 -0.023 | -| jpsi_p | 0.349 0.401 0.604 0.018 -0.111 -0.566 0.000 0.261 0.761 -0.210 0.607 0.001 0.485 1.000 0.029 0.219 0.011 0.113 -0.714 -0.380 0.270 -0.775 0.058 0.025 | -| omega_s | 0.025 0.029 0.049 -0.038 -0.169 -0.037 0.711 0.019 0.047 -0.023 0.043 -0.008 0.024 0.029 1.000 0.010 0.017 -0.002 -0.050 -0.021 0.008 -0.046 0.073 -0.002 | -| p4040_p | 0.002 0.188 0.181 0.008 -0.038 -0.231 0.001 0.287 0.213 -0.148 0.183 -0.049 0.050 0.219 0.010 1.000 -0.002 0.131 -0.204 -0.144 0.082 -0.260 0.032 0.039 | -| phi_s | 0.013 0.015 0.040 0.403 0.001 -0.030 0.003 0.001 0.030 -0.016 0.035 0.068 0.015 0.011 0.017 -0.002 1.000 -0.000 -0.034 -0.021 -0.005 -0.031 0.067 -0.009 | -| p3770_p | -0.106 -0.059 -0.053 0.000 0.008 0.077 0.001 -0.022 0.122 0.201 -0.056 -0.009 0.108 0.113 -0.002 0.131 -0.000 1.000 0.019 -0.036 -0.026 -0.163 -0.009 0.096 | -| DDstar_s | -0.510 -0.605 -0.884 -0.021 0.155 0.618 -0.004 -0.390 -0.946 0.483 -0.882 0.067 -0.491 -0.714 -0.050 -0.204 -0.034 0.019 1.000 0.388 -0.161 0.888 -0.063 0.071 | -| Ctt | -0.019 -0.103 -0.337 -0.010 0.057 0.289 -0.001 -0.061 -0.392 0.011 -0.336 -0.341 -0.032 -0.380 -0.021 -0.144 -0.021 -0.036 0.388 1.000 -0.109 0.302 -0.017 -0.052 | -| p3770_s | 0.145 0.091 0.112 0.008 -0.029 -0.136 0.002 0.069 0.226 0.008 0.112 -0.007 -0.052 0.270 0.008 0.082 -0.005 -0.026 -0.161 -0.109 1.000 -0.301 0.028 0.045 | -| Dbar_s | -0.394 -0.500 -0.753 -0.023 0.133 0.457 -0.006 -0.319 -0.927 0.292 -0.752 0.013 -0.546 -0.775 -0.046 -0.260 -0.031 -0.163 0.888 0.302 -0.301 1.000 -0.057 0.008 | -| rho_p | 0.040 0.044 0.034 0.048 0.078 -0.035 -0.002 0.048 0.062 -0.028 0.032 -0.185 0.033 0.058 0.073 0.032 0.067 -0.009 -0.063 -0.017 0.028 -0.057 1.000 0.015 | -| p4415_p | -0.158 -0.091 -0.031 0.002 0.003 -0.069 0.001 -0.137 -0.045 0.244 -0.030 -0.111 -0.023 0.025 -0.002 0.039 -0.009 0.096 0.071 -0.052 0.045 0.008 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16032205364319535}), (, {'error': 0.1897801362828817}), (, {'error': 0.014875839189791629}), (, {'error': 0.15235877955524035}), (, {'error': 0.25793112054156486}), (, {'error': 0.3174419367802024}), (, {'error': 0.2562225598164054}), (, {'error': 0.14478721083933388}), (, {'error': 2.6637795849563126}), (, {'error': 0.10755174651735189}), (, {'error': 0.029528928600180082}), (, {'error': 0.0590214940339675}), (, {'error': 0.03125870759300753}), (, {'error': 0.03289356617609318}), (, {'error': 1.3074619384881832}), (, {'error': 0.2576951942675336}), (, {'error': 0.802287298000925}), (, {'error': 0.11686592433228338}), (, {'error': 0.3006041803166035}), (, {'error': 0.11277181096706868}), (, {'error': 0.2031146646110058}), (, {'error': 0.18751716120992892}), (, {'error': 0.46573016917828447}), (, {'error': 0.1477622857290144})]) -Toy 6/25 -Time taken: 34 min, 7 s -Projected time left: 1 h, 47 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1581 (1581 total) | -| EDM = 6.61E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297081.8834504802 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.04 | 0.19 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.21 | 0.18 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.471 | 0.029 | | | -2 | 2 | | -| 3 | phi_p | 0.75 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.61 | 0.30 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -6.0 | 1.2 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.71 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.04 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -0.05 | 0.79 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.29 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.96 | 0.03 | | | -2 | 2 | | -| 11| bplus_2 | 0.26 | 0.10 | | | -2 | 2 | | -| 12| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 8.9 | 1.2 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.62 | 0.18 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -3.04 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.05 | 0.15 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.83 | 0.24 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.30 | 0.49 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.65 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.08 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.195 0.377 -0.009 -0.162 -0.568 -0.011 0.275 0.522 -0.051 -0.114 -0.339 0.172 0.278 0.039 0.015 0.026 -0.321 -0.363 0.115 0.082 0.331 0.016 0.252 | -| p4415_s | 0.195 1.000 0.022 -0.001 -0.014 -0.169 0.001 0.306 0.176 0.066 -0.001 -0.005 0.052 0.045 0.004 0.068 -0.001 -0.137 -0.128 0.144 0.006 0.119 0.005 0.021 | -| bplus_0 | 0.377 0.022 1.000 -0.018 -0.379 -0.752 -0.034 0.324 0.675 0.380 -0.747 -0.753 0.220 0.310 0.087 0.218 0.082 -0.348 -0.563 0.041 -0.038 0.390 0.010 0.545 | -| phi_p | -0.009 -0.001 -0.018 1.000 0.091 0.005 -0.019 -0.011 -0.012 -0.001 0.031 0.056 0.002 -0.005 -0.067 -0.002 0.540 0.010 0.010 -0.012 -0.000 -0.004 -0.208 -0.010 | -| rho_s | -0.162 -0.014 -0.379 0.091 1.000 0.304 0.293 -0.145 -0.272 -0.157 0.257 0.339 -0.090 -0.140 -0.078 -0.097 -0.016 0.140 0.232 -0.024 0.001 -0.159 0.105 -0.229 | -| DDstar_p | -0.568 -0.169 -0.752 0.005 0.304 1.000 0.027 -0.488 -0.847 -0.488 0.223 0.620 -0.349 -0.565 -0.075 -0.312 -0.081 0.436 0.561 0.152 -0.031 -0.619 0.015 -0.682 | -| omega_p | -0.011 0.001 -0.034 -0.019 0.293 0.027 1.000 -0.007 -0.027 -0.013 0.019 0.005 -0.007 -0.014 0.717 -0.006 -0.000 0.013 0.021 0.010 0.005 -0.013 0.090 -0.016 | -| p4160_s | 0.275 0.306 0.324 -0.011 -0.145 -0.488 -0.007 1.000 0.435 0.134 -0.107 -0.319 0.115 0.229 0.033 0.372 0.012 -0.241 -0.313 0.085 0.022 0.268 0.030 0.203 | -| Dbar_p | 0.522 0.176 0.675 -0.012 -0.272 -0.847 -0.027 0.435 1.000 0.193 -0.229 -0.598 0.108 0.200 0.063 0.055 0.065 -0.625 -0.426 -0.138 -0.196 0.574 -0.009 0.487 | -| p4160_p | -0.051 0.066 0.380 -0.001 -0.157 -0.488 -0.013 0.134 0.193 1.000 -0.099 -0.300 0.242 0.503 0.039 0.395 0.039 0.061 -0.221 -0.259 0.144 0.218 -0.004 0.543 | -| bplus_1 | -0.114 -0.001 -0.747 0.031 0.257 0.223 0.019 -0.107 -0.229 -0.099 1.000 0.397 -0.050 -0.026 -0.057 -0.046 -0.031 0.097 0.163 -0.129 0.029 -0.134 -0.060 -0.165 | -| bplus_2 | -0.339 -0.005 -0.753 0.056 0.339 0.620 0.005 -0.319 -0.598 -0.300 0.397 1.000 -0.164 -0.184 -0.072 -0.168 0.027 0.302 0.461 -0.334 0.058 -0.366 -0.171 -0.497 | -| psi2s_p | 0.172 0.052 0.220 0.002 -0.090 -0.349 -0.007 0.115 0.108 0.242 -0.050 -0.164 1.000 0.397 0.023 0.114 0.025 0.023 -0.210 0.163 -0.096 0.130 -0.005 0.250 | -| jpsi_p | 0.278 0.045 0.310 -0.005 -0.140 -0.565 -0.014 0.229 0.200 0.503 -0.026 -0.184 0.397 1.000 0.029 0.376 0.022 -0.011 -0.315 -0.261 0.280 0.285 -0.004 0.467 | -| omega_s | 0.039 0.004 0.087 -0.067 -0.078 -0.075 0.717 0.033 0.063 0.039 -0.057 -0.072 0.023 0.029 1.000 0.023 0.004 -0.035 -0.056 -0.001 -0.001 0.038 0.040 0.055 | -| p4040_p | 0.015 0.068 0.218 -0.002 -0.097 -0.312 -0.006 0.372 0.055 0.395 -0.046 -0.168 0.114 0.376 0.023 1.000 0.016 0.130 -0.149 -0.199 0.099 0.084 0.008 0.347 | -| phi_s | 0.026 -0.001 0.082 0.540 -0.016 -0.081 -0.000 0.012 0.065 0.039 -0.031 0.027 0.025 0.022 0.004 0.016 1.000 -0.033 -0.055 -0.040 -0.015 0.035 -0.130 0.043 | -| p3770_p | -0.321 -0.137 -0.348 0.010 0.140 0.436 0.013 -0.241 -0.625 0.061 0.097 0.302 0.023 -0.011 -0.035 0.130 -0.033 1.000 0.306 0.039 -0.026 -0.246 -0.001 -0.176 | -| DDstar_s | -0.363 -0.128 -0.563 0.010 0.232 0.561 0.021 -0.313 -0.426 -0.221 0.163 0.461 -0.210 -0.315 -0.056 -0.149 -0.055 0.306 1.000 0.038 0.005 -0.382 0.005 -0.392 | -| Ctt | 0.115 0.144 0.041 -0.012 -0.024 0.152 0.010 0.085 -0.138 -0.259 -0.129 -0.334 0.163 -0.261 -0.001 -0.199 -0.040 0.039 0.038 1.000 -0.057 -0.269 0.074 -0.139 | -| p3770_s | 0.082 0.006 -0.038 -0.000 0.001 -0.031 0.005 0.022 -0.196 0.144 0.029 0.058 -0.096 0.280 -0.001 0.099 -0.015 -0.026 0.005 -0.057 1.000 -0.095 0.019 0.080 | -| Dbar_s | 0.331 0.119 0.390 -0.004 -0.159 -0.619 -0.013 0.268 0.574 0.218 -0.134 -0.366 0.130 0.285 0.038 0.084 0.035 -0.246 -0.382 -0.269 -0.095 1.000 0.003 0.353 | -| rho_p | 0.016 0.005 0.010 -0.208 0.105 0.015 0.090 0.030 -0.009 -0.004 -0.060 -0.171 -0.005 -0.004 0.040 0.008 -0.130 -0.001 0.005 0.074 0.019 0.003 1.000 0.016 | -| p4415_p | 0.252 0.021 0.545 -0.010 -0.229 -0.682 -0.016 0.203 0.487 0.543 -0.165 -0.497 0.250 0.467 0.055 0.347 0.043 -0.176 -0.392 -0.139 0.080 0.353 0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1873599518462722}), (, {'error': 0.1780258993582563}), (, {'error': 0.02882903365088163}), (, {'error': 0.162486603528039}), (, {'error': 0.30072707465663073}), (, {'error': 1.2359842959382057}), (, {'error': 0.26605843124844286}), (, {'error': 0.17399317569352635}), (, {'error': 0.7939371842194949}), (, {'error': 0.12454708644022072}), (, {'error': 0.03307967150434932}), (, {'error': 0.09879687865618902}), (, {'error': 0.03410453636619959}), (, {'error': 0.03390066731068586}), (, {'error': 1.2393027613507068}), (, {'error': 0.1833348875466383}), (, {'error': 0.9959245797436918}), (, {'error': 0.12186612758059323}), (, {'error': 0.3985888944192198}), (, {'error': 0.14530870170465893}), (, {'error': 0.23677593173608957}), (, {'error': 0.4855257205978548}), (, {'error': 0.24598698587509826}), (, {'error': 0.22552977646839523})]) -Toy 7/25 -Time taken: 40 min, 1 -Projected time left: 1 h, 42 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1470 (1470 total) | -| EDM = 0.001 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297368.24144250876 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.08 | 0.19 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 0.25 | 0.22 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.419 | 0.016 | | | -2 | 2 | | -| 3 | phi_p | 0.69 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.4 | 0.9 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -5.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.015 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.767 | 0.031 | | | -2 | 2 | | -| 11| bplus_2 | -0.47 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 1.84 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 1.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -3.51 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.54 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| Ctt | -1.15 | 0.21 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.34 | 0.27 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.17 | 0.38 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.331 -0.028 0.000 0.032 -0.273 0.009 -0.012 -0.248 0.016 0.154 0.081 -0.041 -0.358 0.005 -0.382 0.007 -0.303 0.001 0.281 -0.198 -0.012 0.000 0.066 | -| p4415_s | -0.331 1.000 0.054 -0.024 0.005 0.360 -0.013 0.015 0.161 -0.002 -0.249 0.312 0.110 0.277 -0.013 0.215 -0.059 0.226 0.018 0.070 0.194 0.031 0.099 -0.206 | -| bplus_0 | -0.028 0.054 1.000 0.014 0.266 0.044 0.071 0.001 0.033 -0.001 -0.903 -0.117 0.029 0.083 0.031 0.066 -0.019 0.039 0.001 -0.001 0.067 -0.002 -0.060 -0.012 | -| phi_p | 0.000 -0.024 0.014 1.000 -0.092 -0.003 -0.113 -0.000 -0.003 0.000 -0.020 -0.072 -0.007 -0.014 -0.141 -0.017 0.620 0.004 -0.000 -0.017 -0.009 0.001 -0.293 0.005 | -| rho_s | 0.032 0.005 0.266 -0.092 1.000 -0.032 0.493 -0.001 -0.013 -0.000 -0.215 0.032 -0.008 -0.038 0.360 -0.006 -0.062 -0.023 -0.007 0.038 -0.014 -0.009 0.263 -0.002 | -| DDstar_p | -0.273 0.360 0.044 -0.003 -0.032 1.000 -0.008 0.015 -0.161 -0.010 -0.258 0.058 0.252 0.571 -0.004 0.448 -0.023 0.193 0.021 -0.192 0.244 -0.009 0.033 -0.074 | -| omega_p | 0.009 -0.013 0.071 -0.113 0.493 -0.008 1.000 -0.000 0.002 0.000 -0.060 -0.033 -0.009 -0.044 0.960 -0.013 0.024 -0.009 -0.002 0.001 -0.011 -0.002 0.095 0.003 | -| p4160_s | -0.012 0.015 0.001 -0.000 -0.001 0.015 -0.000 1.000 0.008 -0.002 -0.008 0.000 0.006 0.016 -0.000 0.003 -0.001 0.010 -0.000 -0.007 0.010 0.000 0.001 -0.003 | -| Dbar_p | -0.248 0.161 0.033 -0.003 -0.013 -0.161 0.002 0.008 1.000 -0.007 -0.145 0.040 0.401 0.395 0.004 0.322 -0.018 0.310 -0.004 0.398 0.433 0.060 0.033 -0.034 | -| p4160_p | 0.016 -0.002 -0.001 0.000 -0.000 -0.010 0.000 -0.002 -0.007 1.000 0.004 -0.004 -0.003 -0.009 0.000 -0.008 0.001 -0.007 -0.000 -0.001 -0.007 -0.001 -0.002 0.001 | -| bplus_1 | 0.154 -0.249 -0.903 -0.020 -0.215 -0.258 -0.060 -0.008 -0.145 0.004 1.000 -0.155 -0.129 -0.176 -0.026 -0.195 0.022 -0.156 -0.042 -0.179 -0.133 -0.048 0.043 0.048 | -| bplus_2 | 0.081 0.312 -0.117 -0.072 0.032 0.058 -0.033 0.000 0.040 -0.004 -0.155 1.000 0.091 -0.152 -0.032 0.100 -0.138 0.016 0.019 0.713 -0.078 0.022 0.277 -0.069 | -| psi2s_p | -0.041 0.110 0.029 -0.007 -0.008 0.252 -0.009 0.006 0.401 -0.003 -0.129 0.091 1.000 0.355 -0.009 0.146 -0.027 0.236 0.006 0.302 -0.080 0.023 0.039 -0.024 | -| jpsi_p | -0.358 0.277 0.083 -0.014 -0.038 0.571 -0.044 0.016 0.395 -0.009 -0.176 -0.152 0.355 1.000 -0.043 0.443 -0.049 0.279 0.004 -0.200 0.447 -0.008 0.026 -0.053 | -| omega_s | 0.005 -0.013 0.031 -0.141 0.360 -0.004 0.960 -0.000 0.004 0.000 -0.026 -0.032 -0.009 -0.043 1.000 -0.013 0.017 -0.008 -0.001 -0.002 -0.010 -0.000 0.141 0.003 | -| p4040_p | -0.382 0.215 0.066 -0.017 -0.006 0.448 -0.013 0.003 0.322 -0.008 -0.195 0.100 0.146 0.443 -0.013 1.000 -0.049 0.293 0.011 0.029 0.356 0.029 0.071 -0.049 | -| phi_s | 0.007 -0.059 -0.019 0.620 -0.062 -0.023 0.024 -0.001 -0.018 0.001 0.022 -0.138 -0.027 -0.049 0.017 -0.049 1.000 -0.005 -0.000 -0.050 -0.030 0.002 -0.163 0.013 | -| p3770_p | -0.303 0.226 0.039 0.004 -0.023 0.193 -0.009 0.010 0.310 -0.007 -0.156 0.016 0.236 0.279 -0.008 0.293 -0.005 1.000 -0.017 0.021 0.042 -0.041 -0.006 -0.045 | -| DDstar_s | 0.001 0.018 0.001 -0.000 -0.007 0.021 -0.002 -0.000 -0.004 -0.000 -0.042 0.019 0.006 0.004 -0.001 0.011 -0.000 -0.017 1.000 -0.000 -0.005 -0.003 -0.001 -0.004 | -| Ctt | 0.281 0.070 -0.001 -0.017 0.038 -0.192 0.001 -0.007 0.398 -0.001 -0.179 0.713 0.302 -0.200 -0.002 0.029 -0.050 0.021 -0.000 1.000 -0.097 0.060 0.115 -0.026 | -| p3770_s | -0.198 0.194 0.067 -0.009 -0.014 0.244 -0.011 0.010 0.433 -0.007 -0.133 -0.078 -0.080 0.447 -0.010 0.356 -0.030 0.042 -0.005 -0.097 1.000 0.017 0.032 -0.039 | -| Dbar_s | -0.012 0.031 -0.002 0.001 -0.009 -0.009 -0.002 0.000 0.060 -0.001 -0.048 0.022 0.023 -0.008 -0.000 0.029 0.002 -0.041 -0.003 0.060 0.017 1.000 -0.004 -0.007 | -| rho_p | 0.000 0.099 -0.060 -0.293 0.263 0.033 0.095 0.001 0.033 -0.002 0.043 0.277 0.039 0.026 0.141 0.071 -0.163 -0.006 -0.001 0.115 0.032 -0.004 1.000 -0.023 | -| p4415_p | 0.066 -0.206 -0.012 0.005 -0.002 -0.074 0.003 -0.003 -0.034 0.001 0.048 -0.069 -0.024 -0.053 0.003 -0.049 0.013 -0.045 -0.004 -0.026 -0.039 -0.007 -0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19032345085316227}), (, {'error': 0.22250056348234287}), (, {'error': 0.016256358502948265}), (, {'error': 0.2084817758689934}), (, {'error': 0.39816931389273125}), (, {'error': 0.4843633513945709}), (, {'error': 0.8961146290619673}), (, {'error': 0.010475630183527596}), (, {'error': 0.4800402732299336}), (, {'error': 0.015167509366573295}), (, {'error': 0.031198166303844865}), (, {'error': 0.07706625935071942}), (, {'error': 0.0367465174235182}), (, {'error': 0.03876422048338224}), (, {'error': 4.187983436665802}), (, {'error': 0.165451993536051}), (, {'error': 1.0639325396576922}), (, {'error': 0.13000516658442995}), (, {'error': 0.018108537299732053}), (, {'error': 0.21146000934952747}), (, {'error': 0.26752303412589074}), (, {'error': 0.030330519641540488}), (, {'error': 0.37613069357370676}), (, {'error': 0.10140661932354744})]) -Toy 8/25 -Time taken: 45 min, 38 s -Projected time left: 1 h, 36 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1335 (1335 total) | -| EDM = 0.00115 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297295.2392686285 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.14 | 0.19 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.07 | 0.20 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.460 | 0.014 | | | -2 | 2 | | -| 3 | phi_p | -0.19 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 6.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.16 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.886 | 0.027 | | | -2 | 2 | | -| 11| bplus_2 | 0.21 | 0.09 | | | -2 | 2 | | -| 12| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -4.69 | 0.07 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.5 | 1.6 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.64 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.82 | 0.28 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.34 | 0.18 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.3 | 0.5 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.22 | 0.43 | | | -0.3 | 0.3 | | -| 22| rho_p | -6.20 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 3.80 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.305 0.035 -0.014 0.027 -0.419 -0.006 0.237 -0.503 -0.651 0.027 -0.314 -0.432 -0.507 -0.001 -0.529 -0.026 -0.510 -0.059 0.175 -0.405 -0.521 0.046 -0.389 | -| p4415_s | 0.305 1.000 -0.063 -0.011 0.022 -0.208 -0.015 0.381 -0.228 -0.305 -0.087 -0.059 -0.241 -0.304 -0.021 -0.264 -0.018 -0.290 -0.029 0.103 -0.263 -0.311 -0.010 -0.292 | -| bplus_0 | 0.035 -0.063 1.000 -0.019 -0.121 -0.104 0.037 0.007 -0.266 -0.098 -0.691 -0.229 -0.122 -0.172 0.092 -0.102 0.033 -0.152 -0.068 0.106 -0.124 -0.121 0.098 -0.030 | -| phi_p | -0.014 -0.011 -0.019 1.000 0.093 0.028 0.006 -0.005 0.037 0.034 -0.008 -0.015 0.032 0.033 0.001 0.034 0.703 0.034 0.001 0.015 0.036 0.039 0.133 0.026 | -| rho_s | 0.027 0.022 -0.121 0.093 1.000 0.000 0.059 0.037 0.042 -0.009 0.027 -0.117 -0.001 0.002 -0.064 -0.005 0.094 0.004 0.012 0.022 0.001 -0.010 0.362 0.010 | -| DDstar_p | -0.419 -0.208 -0.104 0.028 0.000 1.000 0.017 -0.282 0.648 0.568 -0.072 0.388 0.588 0.633 0.012 0.576 0.023 0.647 0.070 0.200 0.622 0.780 -0.010 0.271 | -| omega_p | -0.006 -0.015 0.037 0.006 0.059 0.017 1.000 0.002 0.011 0.022 -0.034 -0.051 0.018 0.014 0.800 0.022 0.051 0.016 -0.005 0.030 0.023 0.024 0.199 0.024 | -| p4160_s | 0.237 0.381 0.007 -0.005 0.037 -0.282 0.002 1.000 -0.347 -0.365 0.003 -0.252 -0.300 -0.341 0.007 -0.142 -0.023 -0.322 -0.039 0.180 -0.276 -0.335 0.063 -0.279 | -| Dbar_p | -0.503 -0.228 -0.266 0.037 0.042 0.648 0.011 -0.347 1.000 0.731 -0.237 0.501 0.685 0.810 -0.011 0.685 0.015 0.839 -0.005 -0.077 0.706 0.795 -0.025 0.350 | -| p4160_p | -0.651 -0.305 -0.098 0.034 -0.009 0.568 0.022 -0.365 0.731 1.000 -0.063 0.464 0.725 0.855 0.016 0.809 0.031 0.813 0.050 0.032 0.777 0.876 -0.015 0.579 | -| bplus_1 | 0.027 -0.087 -0.691 -0.008 0.027 -0.072 -0.034 0.003 -0.237 -0.063 1.000 -0.174 -0.088 -0.115 -0.067 -0.063 -0.029 -0.137 -0.072 0.128 -0.092 -0.079 -0.097 0.013 | -| bplus_2 | -0.314 -0.059 -0.229 -0.015 -0.117 0.388 -0.051 -0.252 0.501 0.464 -0.174 1.000 0.448 0.568 -0.087 0.455 0.044 0.481 0.071 -0.384 0.485 0.541 -0.302 0.158 | -| psi2s_p | -0.432 -0.241 -0.122 0.032 -0.001 0.588 0.018 -0.300 0.685 0.725 -0.088 0.448 1.000 0.805 0.009 0.683 0.027 0.748 0.036 0.289 0.655 0.840 -0.019 0.413 | -| jpsi_p | -0.507 -0.304 -0.172 0.033 0.002 0.633 0.014 -0.341 0.810 0.855 -0.115 0.568 0.805 1.000 0.002 0.821 0.023 0.841 0.033 0.061 0.845 0.932 -0.027 0.491 | -| omega_s | -0.001 -0.021 0.092 0.001 -0.064 0.012 0.800 0.007 -0.011 0.016 -0.067 -0.087 0.009 0.002 1.000 0.017 0.069 0.004 -0.012 0.044 0.016 0.017 0.431 0.027 | -| p4040_p | -0.529 -0.264 -0.102 0.034 -0.005 0.576 0.022 -0.142 0.685 0.809 -0.063 0.455 0.683 0.821 0.017 1.000 0.029 0.788 0.050 0.072 0.749 0.857 -0.008 0.516 | -| phi_s | -0.026 -0.018 0.033 0.703 0.094 0.023 0.051 -0.023 0.015 0.031 -0.029 0.044 0.027 0.023 0.069 0.029 1.000 0.026 -0.003 -0.004 0.028 0.037 0.166 0.014 | -| p3770_p | -0.510 -0.290 -0.152 0.034 0.004 0.647 0.016 -0.322 0.839 0.813 -0.137 0.481 0.748 0.841 0.004 0.788 0.026 1.000 0.057 0.065 0.723 0.868 -0.027 0.464 | -| DDstar_s | -0.059 -0.029 -0.068 0.001 0.012 0.070 -0.005 -0.039 -0.005 0.050 -0.072 0.071 0.036 0.033 -0.012 0.050 -0.003 0.057 1.000 0.044 0.057 0.062 -0.017 0.001 | -| Ctt | 0.175 0.103 0.106 0.015 0.022 0.200 0.030 0.180 -0.077 0.032 0.128 -0.384 0.289 0.061 0.044 0.072 -0.004 0.065 0.044 1.000 0.137 0.217 0.105 0.115 | -| p3770_s | -0.405 -0.263 -0.124 0.036 0.001 0.622 0.023 -0.276 0.706 0.777 -0.092 0.485 0.655 0.845 0.016 0.749 0.028 0.723 0.057 0.137 1.000 0.879 -0.006 0.464 | -| Dbar_s | -0.521 -0.311 -0.121 0.039 -0.010 0.780 0.024 -0.335 0.795 0.876 -0.079 0.541 0.840 0.932 0.017 0.857 0.037 0.868 0.062 0.217 0.879 1.000 -0.024 0.513 | -| rho_p | 0.046 -0.010 0.098 0.133 0.362 -0.010 0.199 0.063 -0.025 -0.015 -0.097 -0.302 -0.019 -0.027 0.431 -0.008 0.166 -0.027 -0.017 0.105 -0.006 -0.024 1.000 0.040 | -| p4415_p | -0.389 -0.292 -0.030 0.026 0.010 0.271 0.024 -0.279 0.350 0.579 0.013 0.158 0.413 0.491 0.027 0.516 0.014 0.464 0.001 0.115 0.464 0.513 0.040 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1934811757381668}), (, {'error': 0.200471949500387}), (, {'error': 0.01418209411362914}), (, {'error': 0.24711645354441902}), (, {'error': 0.34554281459023595}), (, {'error': 0.5135039114294964}), (, {'error': 0.3960293258433931}), (, {'error': 0.17542848976743153}), (, {'error': 1.0222655571889774}), (, {'error': 0.21690886649556562}), (, {'error': 0.027227701802330584}), (, {'error': 0.09300864918186003}), (, {'error': 0.057494688177937014}), (, {'error': 0.07211071521339552}), (, {'error': 1.6118755905319881}), (, {'error': 0.3118582154038494}), (, {'error': 1.172423636521314}), (, {'error': 0.2756063593481819}), (, {'error': 0.0715020734200397}), (, {'error': 0.17858454933802898}), (, {'error': 0.46756493343911965}), (, {'error': 0.43105972053730796}), (, {'error': 0.2835061918890571}), (, {'error': 0.22537779243211187})]) -Toy 9/25 -Time taken: 50 min, 58 s -Projected time left: 1 h, 30 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1322 (1322 total) | -| EDM = 0.000169 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297174.6985059809 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.85 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.41 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.491 | 0.022 | | | -2 | 2 | | -| 3 | phi_p | 5.81 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 11| bplus_2 | -0.19 | 0.09 | | | -2 | 2 | | -| 12| psi2s_p | 1.897 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 4.682 | 0.026 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.2 | 1.9 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.76 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.24 | 0.21 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.06 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 22| rho_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.26 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.157 0.026 0.000 0.014 -0.145 -0.006 0.070 -0.090 -0.560 -0.010 0.104 -0.009 -0.029 -0.014 -0.242 -0.024 -0.170 0.003 0.351 0.084 -0.001 0.007 -0.252 | -| p4415_s | 0.157 1.000 0.031 0.002 0.025 -0.040 -0.009 0.301 0.014 -0.040 0.091 -0.044 0.013 -0.018 -0.015 0.024 -0.011 -0.062 -0.000 0.215 0.009 -0.001 0.003 -0.143 | -| bplus_0 | 0.026 0.031 1.000 0.028 0.246 0.035 -0.084 0.047 0.041 0.018 -0.825 0.026 -0.000 -0.048 -0.115 0.018 -0.011 0.038 0.000 0.008 0.054 0.001 -0.012 0.019 | -| phi_p | 0.000 0.002 0.028 1.000 0.053 0.008 -0.071 0.000 0.006 0.000 -0.012 -0.005 -0.001 -0.014 -0.095 -0.000 0.532 0.002 0.001 -0.009 0.002 0.000 0.010 -0.002 | -| rho_s | 0.014 0.025 0.246 0.053 1.000 0.072 -0.152 0.024 0.045 0.007 -0.151 0.021 0.010 0.016 -0.356 0.004 0.041 0.031 0.000 0.011 0.027 -0.000 0.039 0.001 | -| DDstar_p | -0.145 -0.040 0.035 0.008 0.072 1.000 -0.025 -0.078 -0.090 0.202 0.375 -0.286 -0.017 0.133 -0.031 0.089 0.013 0.247 0.038 -0.106 0.171 0.004 -0.005 -0.018 | -| omega_p | -0.006 -0.009 -0.084 -0.071 -0.152 -0.025 1.000 -0.010 -0.015 -0.006 0.058 -0.012 -0.008 -0.036 0.882 -0.004 0.011 -0.015 0.000 -0.012 -0.012 0.000 0.035 -0.004 | -| p4160_s | 0.070 0.301 0.047 0.000 0.024 -0.078 -0.010 1.000 -0.073 -0.182 -0.009 0.131 -0.076 -0.040 -0.021 0.306 -0.033 -0.066 0.008 0.259 0.006 0.003 0.009 -0.222 | -| Dbar_p | -0.090 0.014 0.041 0.006 0.045 -0.090 -0.015 -0.073 1.000 0.083 0.173 -0.085 0.038 0.299 -0.023 -0.026 -0.006 0.368 0.002 -0.310 0.036 0.020 0.001 -0.047 | -| p4160_p | -0.560 -0.040 0.018 0.000 0.007 0.202 -0.006 -0.182 0.083 1.000 0.013 -0.064 -0.147 -0.011 -0.007 0.226 -0.000 0.242 0.051 -0.404 0.019 0.031 -0.001 0.300 | -| bplus_1 | -0.010 0.091 -0.825 -0.012 -0.151 0.375 0.058 -0.009 0.173 0.013 1.000 -0.348 0.035 0.078 0.077 -0.006 0.016 0.123 0.001 -0.184 0.079 -0.002 0.010 -0.107 | -| bplus_2 | 0.104 -0.044 0.026 -0.005 0.021 -0.286 -0.012 0.131 -0.085 -0.064 -0.348 1.000 0.002 0.121 -0.046 -0.042 -0.120 -0.098 0.002 0.685 -0.119 0.003 0.039 0.183 | -| psi2s_p | -0.009 0.013 -0.000 -0.001 0.010 -0.017 -0.008 -0.076 0.038 -0.147 0.035 0.002 1.000 -0.005 -0.010 -0.230 -0.003 0.064 0.029 0.185 -0.451 0.028 -0.001 -0.111 | -| jpsi_p | -0.029 -0.018 -0.048 -0.014 0.016 0.133 -0.036 -0.040 0.299 -0.011 0.078 0.121 -0.005 1.000 -0.029 -0.084 0.019 0.106 0.062 0.195 -0.024 0.046 -0.016 -0.017 | -| omega_s | -0.014 -0.015 -0.115 -0.095 -0.356 -0.031 0.882 -0.021 -0.023 -0.007 0.077 -0.046 -0.010 -0.029 1.000 -0.006 0.004 -0.017 0.000 -0.026 -0.018 0.000 0.056 -0.010 | -| p4040_p | -0.242 0.024 0.018 -0.000 0.004 0.089 -0.004 0.306 -0.026 0.226 -0.006 -0.042 -0.230 -0.084 -0.006 1.000 -0.008 0.171 0.031 -0.283 -0.035 0.023 0.001 0.145 | -| phi_s | -0.024 -0.011 -0.011 0.532 0.041 0.013 0.011 -0.033 -0.006 -0.000 0.016 -0.120 -0.003 0.019 0.004 -0.008 1.000 0.005 0.001 -0.054 -0.013 0.000 0.015 -0.025 | -| p3770_p | -0.170 -0.062 0.038 0.002 0.031 0.247 -0.015 -0.066 0.368 0.242 0.123 -0.098 0.064 0.106 -0.017 0.171 0.005 1.000 0.024 -0.231 -0.163 0.027 -0.004 0.080 | -| DDstar_s | 0.003 -0.000 0.000 0.001 0.000 0.038 0.000 0.008 0.002 0.051 0.001 0.002 0.029 0.062 0.000 0.031 0.001 0.024 1.000 -0.005 0.030 -0.002 -0.000 0.037 | -| Ctt | 0.351 0.215 0.008 -0.009 0.011 -0.106 -0.012 0.259 -0.310 -0.404 -0.184 0.685 0.185 0.195 -0.026 -0.283 -0.054 -0.231 -0.005 1.000 -0.207 0.005 0.015 -0.086 | -| p3770_s | 0.084 0.009 0.054 0.002 0.027 0.171 -0.012 0.006 0.036 0.019 0.079 -0.119 -0.451 -0.024 -0.018 -0.035 -0.013 -0.163 0.030 -0.207 1.000 0.030 0.002 -0.009 | -| Dbar_s | -0.001 -0.001 0.001 0.000 -0.000 0.004 0.000 0.003 0.020 0.031 -0.002 0.003 0.028 0.046 0.000 0.023 0.000 0.027 -0.002 0.005 0.030 1.000 0.000 0.019 | -| rho_p | 0.007 0.003 -0.012 0.010 0.039 -0.005 0.035 0.009 0.001 -0.001 0.010 0.039 -0.001 -0.016 0.056 0.001 0.015 -0.004 -0.000 0.015 0.002 0.000 1.000 0.007 | -| p4415_p | -0.252 -0.143 0.019 -0.002 0.001 -0.018 -0.004 -0.222 -0.047 0.300 -0.107 0.183 -0.111 -0.017 -0.010 0.145 -0.025 0.080 0.037 -0.086 -0.009 0.019 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17400471519950678}), (, {'error': 0.18754598021979751}), (, {'error': 0.02162715967542095}), (, {'error': 0.2020406342721408}), (, {'error': 0.3303071089306541}), (, {'error': 0.3362790479257636}), (, {'error': 0.5524450775541316}), (, {'error': 0.16806976614261093}), (, {'error': 0.3185404716541482}), (, {'error': 0.09848683689149329}), (, {'error': 0.044955019094242044}), (, {'error': 0.08909458700693118}), (, {'error': 0.03142437489495453}), (, {'error': 0.02613207472870549}), (, {'error': 1.874278969186168}), (, {'error': 0.2163135821331077}), (, {'error': 0.9332382390648153}), (, {'error': 0.10708253589716499}), (, {'error': 0.023035668826251743}), (, {'error': 0.20945374050166743}), (, {'error': 0.22659788437072548}), (, {'error': 0.01779267401434359}), (, {'error': 0.31814492231192126}), (, {'error': 0.15225805718802743})]) -Toy 10/25 -Time taken: 56 min, 20 s -Projected time left: 1 h, 24 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1272 (1272 total) | -| EDM = 2.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297397.53189862374 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.18 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 3 | phi_p | 0.76 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -5.01 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.50 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.29 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.70 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.09 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.76 | 0.05 | | | -2 | 2 | | -| 11| bplus_2 | 0.31 | 0.09 | | | -2 | 2 | | -| 12| psi2s_p | 1.883 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 4.672 | 0.023 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 4.08 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.55 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.63 | 0.18 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.25 | 0.21 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 22| rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.00 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.178 -0.031 -0.008 -0.000 -0.142 0.007 0.114 -0.067 -0.441 0.019 -0.025 -0.026 -0.005 0.001 -0.153 -0.027 -0.091 -0.002 0.229 0.114 -0.003 0.036 -0.127 | -| p4415_s | 0.178 1.000 -0.218 0.014 0.121 0.014 0.020 0.294 0.066 -0.063 0.143 0.218 0.025 -0.064 0.027 -0.021 -0.023 -0.072 -0.001 0.084 0.015 0.001 -0.012 -0.149 | -| bplus_0 | -0.031 -0.218 1.000 -0.060 -0.529 -0.460 -0.082 -0.023 -0.178 0.154 -0.952 -0.755 0.018 0.307 -0.117 0.065 0.090 0.023 -0.036 0.447 -0.030 -0.013 0.064 0.182 | -| phi_p | -0.008 0.014 -0.060 1.000 0.155 0.030 -0.011 -0.010 0.008 -0.014 0.064 0.087 -0.003 -0.002 0.085 -0.009 0.508 0.002 0.004 -0.034 -0.007 0.001 -0.207 -0.023 | -| rho_s | -0.000 0.121 -0.529 0.155 1.000 0.273 0.272 -0.005 0.100 -0.093 0.494 0.460 -0.011 -0.113 0.165 -0.046 -0.018 -0.003 0.022 -0.248 0.000 0.007 -0.030 -0.119 | -| DDstar_p | -0.142 0.014 -0.460 0.030 0.273 1.000 0.041 -0.098 -0.192 -0.064 0.286 0.396 -0.115 -0.204 0.063 -0.016 -0.047 0.079 0.045 -0.132 0.029 0.005 -0.026 -0.185 | -| omega_p | 0.007 0.020 -0.082 -0.011 0.272 0.041 1.000 0.008 0.021 -0.015 0.074 0.041 -0.004 -0.043 -0.668 -0.007 -0.004 -0.004 0.004 -0.027 0.003 0.002 0.057 -0.012 | -| p4160_s | 0.114 0.294 -0.023 -0.010 -0.005 -0.098 0.008 1.000 -0.044 -0.135 -0.000 -0.053 -0.043 -0.010 0.000 0.282 -0.032 -0.044 -0.001 0.202 0.035 -0.002 0.044 -0.127 | -| Dbar_p | -0.067 0.066 -0.178 0.008 0.100 -0.192 0.021 -0.044 1.000 -0.107 0.091 0.087 -0.089 0.055 0.024 -0.132 -0.035 0.162 -0.002 -0.322 -0.140 0.027 0.016 -0.112 | -| p4160_p | -0.441 -0.063 0.154 -0.014 -0.093 -0.064 -0.015 -0.135 -0.107 1.000 -0.092 -0.139 -0.100 -0.004 -0.019 0.219 0.010 0.122 0.046 -0.189 -0.018 0.026 0.013 0.274 | -| bplus_1 | 0.019 0.143 -0.952 0.064 0.494 0.286 0.074 -0.000 0.091 -0.092 1.000 0.641 0.000 -0.242 0.110 -0.028 -0.074 -0.044 0.021 -0.388 0.022 0.007 -0.084 -0.123 | -| bplus_2 | -0.025 0.218 -0.755 0.087 0.460 0.396 0.041 -0.053 0.087 -0.139 0.641 1.000 -0.010 -0.290 0.100 -0.050 0.024 -0.021 0.030 -0.659 0.033 0.008 -0.207 -0.243 | -| psi2s_p | -0.026 0.025 0.018 -0.003 -0.011 -0.115 -0.004 -0.043 -0.089 -0.100 0.000 -0.010 1.000 -0.019 -0.000 -0.161 0.000 0.005 0.024 0.191 -0.394 0.026 -0.002 -0.047 | -| jpsi_p | -0.005 -0.064 0.307 -0.002 -0.113 -0.204 -0.043 -0.010 0.055 -0.004 -0.242 -0.290 -0.019 1.000 -0.012 -0.053 0.062 -0.027 0.052 0.330 -0.059 0.050 -0.067 0.051 | -| omega_s | 0.001 0.027 -0.117 0.085 0.165 0.063 -0.668 0.000 0.024 -0.019 0.110 0.100 -0.000 -0.012 1.000 -0.009 -0.001 0.002 0.005 -0.052 0.003 0.001 -0.057 -0.025 | -| p4040_p | -0.153 -0.021 0.065 -0.009 -0.046 -0.016 -0.007 0.282 -0.132 0.219 -0.028 -0.050 -0.161 -0.053 -0.009 1.000 -0.000 0.129 0.032 -0.195 -0.054 0.021 0.009 0.154 | -| phi_s | -0.027 -0.023 0.090 0.508 -0.018 -0.047 -0.004 -0.032 -0.035 0.010 -0.074 0.024 0.000 0.062 -0.001 -0.000 1.000 0.004 -0.003 0.009 -0.021 -0.002 -0.127 -0.007 | -| p3770_p | -0.091 -0.072 0.023 0.002 -0.003 0.079 -0.004 -0.044 0.162 0.122 -0.044 -0.021 0.005 -0.027 0.002 0.129 0.004 1.000 0.037 -0.114 -0.249 0.045 -0.010 0.039 | -| DDstar_s | -0.002 -0.001 -0.036 0.004 0.022 0.045 0.004 -0.001 -0.002 0.046 0.021 0.030 0.024 0.052 0.005 0.032 -0.003 0.037 1.000 -0.016 0.034 -0.003 -0.002 0.014 | -| Ctt | 0.229 0.084 0.447 -0.034 -0.248 -0.132 -0.027 0.202 -0.322 -0.189 -0.388 -0.659 0.191 0.330 -0.052 -0.195 0.009 -0.114 -0.016 1.000 -0.103 -0.010 0.080 0.072 | -| p3770_s | 0.114 0.015 -0.030 -0.007 0.000 0.029 0.003 0.035 -0.140 -0.018 0.022 0.033 -0.394 -0.059 0.003 -0.054 -0.021 -0.249 0.034 -0.103 1.000 0.029 0.018 0.011 | -| Dbar_s | -0.003 0.001 -0.013 0.001 0.007 0.005 0.002 -0.002 0.027 0.026 0.007 0.008 0.026 0.050 0.001 0.021 -0.002 0.045 -0.003 -0.010 0.029 1.000 0.001 0.006 | -| rho_p | 0.036 -0.012 0.064 -0.207 -0.030 -0.026 0.057 0.044 0.016 0.013 -0.084 -0.207 -0.002 -0.067 -0.057 0.009 -0.127 -0.010 -0.002 0.080 0.018 0.001 1.000 0.049 | -| p4415_p | -0.127 -0.149 0.182 -0.023 -0.119 -0.185 -0.012 -0.127 -0.112 0.274 -0.123 -0.243 -0.047 0.051 -0.025 0.154 -0.007 0.039 0.014 0.072 0.011 0.006 0.049 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15537919468689898}), (, {'error': 0.189083424746819}), (, {'error': 0.031988828602000696}), (, {'error': 0.15285036585375078}), (, {'error': 0.34056025316230415}), (, {'error': 0.2879801004862683}), (, {'error': 0.25417602726490385}), (, {'error': 0.15800144066046573}), (, {'error': 0.27345344694940366}), (, {'error': 0.08840270360539826}), (, {'error': 0.04736609660403701}), (, {'error': 0.09013175041310229}), (, {'error': 0.029635103986530353}), (, {'error': 0.02308056431164829}), (, {'error': 4.218449911816524}), (, {'error': 0.14869134283959262}), (, {'error': 0.9702959623167047}), (, {'error': 0.0896374763427521}), (, {'error': 0.027576415966939744}), (, {'error': 0.17739915489483116}), (, {'error': 0.21476177947925068}), (, {'error': 0.020329437045897153}), (, {'error': 0.4179835370723133}), (, {'error': 0.1752581636230861})]) -Toy 11/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 18 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=860 (860 total) | -| EDM = 4.13E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297233.6935114026 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.04 | 0.22 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 0.82 | 0.20 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.491 | 0.021 | | | -2 | 2 | | -| 3 | phi_p | 0.66 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -0.34 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.79 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 11| bplus_2 | -0.35 | 0.17 | | | -2 | 2 | | -| 12| psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 4.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.59 | 0.19 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 19| Ctt | -1.4 | 0.6 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.86 | 0.27 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 22| rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -0.89 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.311 -0.008 0.007 0.006 -0.063 0.028 -0.043 0.010 0.003 -0.210 0.652 0.124 0.361 0.011 -0.578 -0.045 -0.410 0.020 0.742 -0.356 0.059 0.015 -0.331 | -| p4415_s | 0.311 1.000 0.007 0.002 0.008 -0.026 0.024 -0.012 0.012 -0.002 -0.141 0.464 0.019 0.248 0.010 -0.218 -0.042 -0.217 0.021 0.492 -0.262 0.046 0.012 -0.100 | -| bplus_0 | -0.008 0.007 1.000 -0.003 0.217 0.034 0.092 0.002 0.005 -0.000 -0.865 -0.069 -0.007 -0.069 -0.013 0.033 -0.016 0.032 -0.001 -0.032 0.051 -0.005 -0.011 0.014 | -| phi_p | 0.007 0.002 -0.003 1.000 0.011 0.010 0.018 -0.001 0.001 0.000 -0.007 0.004 -0.002 0.005 0.020 -0.012 0.652 -0.004 0.001 0.014 -0.011 0.001 -0.023 -0.006 | -| rho_s | 0.006 0.008 0.217 0.011 1.000 0.029 0.591 0.000 0.001 -0.000 -0.172 -0.014 0.009 -0.002 -0.100 0.005 -0.014 0.006 -0.004 -0.001 0.008 -0.004 0.007 -0.007 | -| DDstar_p | -0.063 -0.026 0.034 0.010 0.029 1.000 0.018 0.018 -0.017 0.000 0.149 -0.028 0.212 0.445 -0.001 0.221 -0.002 0.336 0.014 -0.000 0.202 0.001 0.001 0.084 | -| omega_p | 0.028 0.024 0.092 0.018 0.591 0.018 1.000 -0.001 0.003 -0.000 -0.084 0.037 0.008 0.002 -0.526 -0.013 0.016 -0.013 -0.000 0.033 -0.011 0.001 -0.017 -0.005 | -| p4160_s | -0.043 -0.012 0.002 -0.001 0.000 0.018 -0.001 1.000 0.000 -0.002 0.013 -0.035 -0.008 -0.014 -0.000 0.025 0.001 0.030 0.000 -0.042 0.027 -0.003 -0.001 0.018 | -| Dbar_p | 0.010 0.012 0.005 0.001 0.001 -0.017 0.003 0.000 1.000 -0.000 -0.006 0.024 0.037 0.063 0.000 0.005 -0.003 0.046 -0.000 0.023 0.011 0.007 0.001 -0.003 | -| p4160_p | 0.003 -0.002 -0.000 0.000 -0.000 0.000 -0.000 -0.002 -0.000 1.000 0.000 -0.003 0.002 -0.001 -0.000 -0.003 0.001 0.001 -0.000 -0.002 0.001 -0.001 -0.000 0.005 | -| bplus_1 | -0.210 -0.141 -0.865 -0.007 -0.172 0.149 -0.084 0.013 -0.006 0.000 1.000 -0.357 0.028 -0.131 0.007 0.217 0.023 0.164 -0.033 -0.348 0.220 -0.048 0.004 -0.015 | -| bplus_2 | 0.652 0.464 -0.069 0.004 -0.014 -0.028 0.037 -0.035 0.024 -0.003 -0.357 1.000 0.118 0.530 0.021 -0.523 -0.084 -0.409 0.029 0.946 -0.530 0.077 0.026 -0.121 | -| psi2s_p | 0.124 0.019 -0.007 -0.002 0.009 0.212 0.008 -0.008 0.037 0.002 0.028 0.118 1.000 0.153 0.005 -0.233 -0.016 0.045 0.025 0.190 -0.410 0.036 0.003 -0.094 | -| jpsi_p | 0.361 0.248 -0.069 0.005 -0.002 0.445 0.002 -0.014 0.063 -0.001 -0.131 0.530 0.153 1.000 0.012 -0.249 -0.010 -0.123 0.031 0.584 -0.241 0.046 0.002 -0.060 | -| omega_s | 0.011 0.010 -0.013 0.020 -0.100 -0.001 -0.526 -0.000 0.000 -0.000 0.007 0.021 0.005 0.012 1.000 -0.005 -0.010 -0.006 0.000 0.015 -0.005 0.001 -0.006 0.000 | -| p4040_p | -0.578 -0.218 0.033 -0.012 0.005 0.221 -0.013 0.025 0.005 -0.003 0.217 -0.523 -0.233 -0.249 -0.005 1.000 0.013 0.432 0.006 -0.616 0.394 -0.027 -0.008 0.185 | -| phi_s | -0.045 -0.042 -0.016 0.652 -0.014 -0.002 0.016 0.001 -0.003 0.001 0.023 -0.084 -0.016 -0.010 -0.010 0.013 1.000 0.025 -0.002 -0.052 0.013 -0.003 -0.012 -0.004 | -| p3770_p | -0.410 -0.217 0.032 -0.004 0.006 0.336 -0.013 0.030 0.046 0.001 0.164 -0.409 0.045 -0.123 -0.006 0.432 0.025 1.000 -0.009 -0.445 0.157 -0.048 -0.010 0.214 | -| DDstar_s | 0.020 0.021 -0.001 0.001 -0.004 0.014 -0.000 0.000 -0.000 -0.000 -0.033 0.029 0.025 0.031 0.000 0.006 -0.002 -0.009 1.000 0.023 -0.006 0.000 0.001 0.007 | -| Ctt | 0.742 0.492 -0.032 0.014 -0.001 -0.000 0.033 -0.042 0.023 -0.002 -0.348 0.946 0.190 0.584 0.015 -0.616 -0.052 -0.445 0.023 1.000 -0.591 0.089 0.019 -0.257 | -| p3770_s | -0.356 -0.262 0.051 -0.011 0.008 0.202 -0.011 0.027 0.011 0.001 0.220 -0.530 -0.410 -0.241 -0.005 0.394 0.013 0.157 -0.006 -0.591 1.000 -0.032 -0.008 0.158 | -| Dbar_s | 0.059 0.046 -0.005 0.001 -0.004 0.001 0.001 -0.003 0.007 -0.001 -0.048 0.077 0.036 0.046 0.001 -0.027 -0.003 -0.048 0.000 0.089 -0.032 1.000 0.001 -0.007 | -| rho_p | 0.015 0.012 -0.011 -0.023 0.007 0.001 -0.017 -0.001 0.001 -0.000 0.004 0.026 0.003 0.002 -0.006 -0.008 -0.012 -0.010 0.001 0.019 -0.008 0.001 1.000 -0.001 | -| p4415_p | -0.331 -0.100 0.014 -0.006 -0.007 0.084 -0.005 0.018 -0.003 0.005 -0.015 -0.121 -0.094 -0.060 0.000 0.185 -0.004 0.214 0.007 -0.257 0.158 -0.007 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21789777518965753}), (, {'error': 0.2006866187173338}), (, {'error': 0.02132547439751864}), (, {'error': 0.20140111187402754}), (, {'error': 0.35286192192954524}), (, {'error': 0.2995621490967184}), (, {'error': 0.28973112951799873}), (, {'error': 0.017913572862323923}), (, {'error': 0.09150722831347702}), (, {'error': 0.009291854353297158}), (, {'error': 0.04147296084793173}), (, {'error': 0.16601949771821067}), (, {'error': 0.03209204688835765}), (, {'error': 0.03517572951777037}), (, {'error': 3.581403648471899}), (, {'error': 0.19234576440593099}), (, {'error': 1.0589836509744455}), (, {'error': 0.0955662920725231}), (, {'error': 0.017315673545793164}), (, {'error': 0.6379669823511481}), (, {'error': 0.26505673809952013}), (, {'error': 0.021126599461849305}), (, {'error': 0.05280912783257197}), (, {'error': 0.2442707558908106})]) -Toy 12/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 11 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1328 (1328 total) | -| EDM = 0.00317 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297160.06357933197 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.13 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.41 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.355 | 0.030 | | | -2 | 2 | | -| 3 | phi_p | -0.27 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -1.79 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.36 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.51 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.20 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.65 | 0.04 | | | -2 | 2 | | -| 11| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 1.905 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 4.614 | 0.023 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.7 | 2.1 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 4.02 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.56 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.55 | 0.18 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.25 | 0.22 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 22| rho_p | 0.11 | 0.35 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.04 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.144 -0.052 0.008 0.038 -0.123 -0.005 0.077 -0.054 -0.459 0.033 -0.013 -0.019 -0.018 -0.014 -0.168 -0.019 -0.095 0.000 0.235 0.117 -0.002 -0.000 -0.172 | -| p4415_s | 0.144 1.000 -0.168 0.010 0.070 -0.019 -0.032 0.265 0.038 0.004 0.100 0.151 0.019 -0.047 -0.057 0.022 -0.024 -0.063 -0.003 0.118 0.024 -0.001 -0.087 -0.122 | -| bplus_0 | -0.052 -0.168 1.000 -0.049 -0.345 -0.389 0.184 -0.028 -0.166 0.111 -0.956 -0.721 -0.010 0.280 0.314 0.032 0.100 0.031 -0.018 0.440 -0.042 -0.006 0.528 0.167 | -| phi_p | 0.008 0.010 -0.049 1.000 0.078 0.017 -0.041 0.008 0.012 -0.007 0.042 0.012 -0.002 -0.044 -0.060 -0.002 0.639 -0.006 0.001 -0.017 0.003 0.001 0.040 -0.004 | -| rho_s | 0.038 0.070 -0.345 0.078 1.000 0.161 -0.024 0.037 0.087 -0.042 0.305 0.156 0.003 -0.131 -0.178 -0.012 0.026 -0.013 0.008 -0.115 0.023 0.003 0.026 -0.043 | -| DDstar_p | -0.123 -0.019 -0.389 0.017 0.161 1.000 -0.089 -0.081 -0.174 -0.032 0.222 0.329 -0.098 -0.153 -0.148 -0.005 -0.051 0.075 0.031 -0.117 0.032 0.005 -0.237 -0.146 | -| omega_p | -0.005 -0.032 0.184 -0.041 -0.024 -0.089 1.000 -0.000 -0.036 0.020 -0.174 -0.156 -0.007 -0.000 0.896 0.007 0.052 -0.004 -0.004 0.082 -0.007 -0.000 0.202 0.037 | -| p4160_s | 0.077 0.265 -0.028 0.008 0.037 -0.081 -0.000 1.000 -0.042 -0.123 0.000 -0.060 -0.049 -0.019 -0.007 0.297 -0.021 -0.039 0.001 0.202 0.034 -0.001 0.018 -0.175 | -| Dbar_p | -0.054 0.038 -0.166 0.012 0.087 -0.174 -0.036 -0.042 1.000 -0.052 0.075 0.074 -0.037 0.136 -0.065 -0.093 -0.033 0.208 -0.004 -0.302 -0.084 0.022 -0.086 -0.091 | -| p4160_p | -0.459 0.004 0.111 -0.007 -0.042 -0.032 0.020 -0.123 -0.052 1.000 -0.060 -0.113 -0.121 -0.016 0.037 0.186 0.008 0.134 0.040 -0.215 -0.041 0.027 0.071 0.263 | -| bplus_1 | 0.033 0.100 -0.956 0.042 0.305 0.222 -0.174 0.000 0.075 -0.060 1.000 0.612 0.017 -0.233 -0.294 -0.002 -0.091 -0.055 0.009 -0.382 0.026 0.002 -0.508 -0.105 | -| bplus_2 | -0.013 0.151 -0.721 0.012 0.156 0.329 -0.156 -0.060 0.074 -0.113 0.612 1.000 0.003 -0.268 -0.242 -0.034 -0.023 -0.025 0.015 -0.667 0.031 0.004 -0.505 -0.246 | -| psi2s_p | -0.019 0.019 -0.010 -0.002 0.003 -0.098 -0.007 -0.049 -0.037 -0.121 0.017 0.003 1.000 -0.026 -0.009 -0.182 -0.004 -0.001 0.022 0.186 -0.407 0.026 -0.007 -0.070 | -| jpsi_p | -0.018 -0.047 0.280 -0.044 -0.131 -0.153 -0.000 -0.019 0.136 -0.016 -0.233 -0.268 -0.026 1.000 0.034 -0.065 0.025 0.006 0.045 0.307 -0.060 0.043 0.053 0.035 | -| omega_s | -0.014 -0.057 0.314 -0.060 -0.178 -0.148 0.896 -0.007 -0.065 0.037 -0.294 -0.242 -0.009 0.034 1.000 0.012 0.066 -0.002 -0.007 0.132 -0.013 -0.001 0.385 0.059 | -| p4040_p | -0.168 0.022 0.032 -0.002 -0.012 -0.005 0.007 0.297 -0.093 0.186 -0.002 -0.034 -0.182 -0.065 0.012 1.000 -0.001 0.131 0.026 -0.206 -0.073 0.020 0.031 0.138 | -| phi_s | -0.019 -0.024 0.100 0.639 0.026 -0.051 0.052 -0.021 -0.033 0.008 -0.091 -0.023 -0.004 0.025 0.066 -0.001 1.000 -0.002 -0.002 0.018 -0.017 -0.001 0.141 0.005 | -| p3770_p | -0.095 -0.063 0.031 -0.006 -0.013 0.075 -0.004 -0.039 0.208 0.134 -0.055 -0.025 -0.001 0.006 -0.002 0.131 -0.002 1.000 0.027 -0.133 -0.248 0.036 0.000 0.058 | -| DDstar_s | 0.000 -0.003 -0.018 0.001 0.008 0.031 -0.004 0.001 -0.004 0.040 0.009 0.015 0.022 0.045 -0.007 0.026 -0.002 0.027 1.000 -0.010 0.027 -0.002 -0.011 0.019 | -| Ctt | 0.235 0.118 0.440 -0.017 -0.115 -0.117 0.082 0.202 -0.302 -0.215 -0.382 -0.667 0.186 0.307 0.132 -0.206 0.018 -0.133 -0.010 1.000 -0.102 -0.003 0.259 0.027 | -| p3770_s | 0.117 0.024 -0.042 0.003 0.023 0.032 -0.007 0.034 -0.084 -0.041 0.026 0.031 -0.407 -0.060 -0.013 -0.073 -0.017 -0.248 0.027 -0.102 1.000 0.027 -0.001 -0.005 | -| Dbar_s | -0.002 -0.001 -0.006 0.001 0.003 0.005 -0.000 -0.001 0.022 0.027 0.002 0.004 0.026 0.043 -0.001 0.020 -0.001 0.036 -0.002 -0.003 0.027 1.000 -0.002 0.011 | -| rho_p | -0.000 -0.087 0.528 0.040 0.026 -0.237 0.202 0.018 -0.086 0.071 -0.508 -0.505 -0.007 0.053 0.385 0.031 0.141 0.000 -0.011 0.259 -0.001 -0.002 1.000 0.124 | -| p4415_p | -0.172 -0.122 0.167 -0.004 -0.043 -0.146 0.037 -0.175 -0.091 0.263 -0.105 -0.246 -0.070 0.035 0.059 0.138 0.005 0.058 0.019 0.027 -0.005 0.011 0.124 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1571933157254075}), (, {'error': 0.18509297428019078}), (, {'error': 0.029565920350611785}), (, {'error': 0.2289662471129068}), (, {'error': 0.3757674153600541}), (, {'error': 0.26435856871133234}), (, {'error': 0.5632074015764621}), (, {'error': 0.16011669315784793}), (, {'error': 0.26542725233169806}), (, {'error': 0.08571734040681633}), (, {'error': 0.04449484507674839}), (, {'error': 0.07766742812866156}), (, {'error': 0.029397932603607124}), (, {'error': 0.023287740082312602}), (, {'error': 2.052786829090633}), (, {'error': 0.15509781558086289}), (, {'error': 1.1106334724356515}), (, {'error': 0.0896374284022019}), (, {'error': 0.023241476899998725}), (, {'error': 0.17623582482124928}), (, {'error': 0.21921347241760758}), (, {'error': 0.01791760839330639}), (, {'error': 0.35174834590958337}), (, {'error': 0.14793783129209404})]) -Toy 13/25 -Time taken: 1 h, 11 min -Projected time left: 1 h, 6 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1675 (1675 total) | -| EDM = 0.0134 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297209.04282636393 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.06 | 0.21 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.05 | 0.22 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.442 | 0.015 | | | -2 | 2 | | -| 3 | phi_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -3.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.51 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.10 | 0.19 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.21 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.83 | 0.03 | | | -2 | 2 | | -| 11| bplus_2 | -0.16 | 0.05 | | | -2 | 2 | | -| 12| psi2s_p | 1.802 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 1.605 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.84 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.7 | 2.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.89 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.28 | 0.59 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.32 | 0.12 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.60 | 0.21 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 22| rho_p | -6.00 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -1.90 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.535 -0.669 0.019 -0.198 0.614 -0.140 0.459 0.402 -0.558 -0.685 0.089 0.272 0.431 0.026 -0.106 0.017 -0.608 0.753 0.019 -0.134 0.417 0.206 -0.023 | -| p4415_s | 0.535 1.000 -0.609 0.017 -0.182 0.529 -0.128 0.559 0.349 -0.303 -0.624 0.067 0.233 0.357 0.024 0.012 0.015 -0.557 0.700 0.008 -0.188 0.387 0.187 0.022 | -| bplus_0 | -0.669 -0.609 1.000 -0.019 0.293 -0.705 0.194 -0.594 -0.414 0.432 0.800 -0.158 -0.321 -0.502 -0.034 0.032 -0.022 0.720 -0.925 0.145 0.265 -0.495 -0.253 -0.122 | -| phi_p | 0.019 0.017 -0.019 1.000 -0.015 0.027 0.095 0.019 0.000 -0.008 -0.021 0.022 0.007 -0.013 0.019 0.002 0.943 -0.019 0.022 0.003 -0.003 0.013 0.046 0.007 | -| rho_s | -0.198 -0.182 0.293 -0.015 1.000 -0.215 0.424 -0.171 -0.125 0.132 0.269 0.070 -0.099 -0.158 -0.089 0.014 -0.004 0.213 -0.281 0.064 0.084 -0.148 0.141 -0.024 | -| DDstar_p | 0.614 0.529 -0.705 0.027 -0.215 1.000 -0.143 0.556 0.613 -0.188 -0.717 0.083 0.380 0.617 0.025 0.124 0.028 -0.562 0.735 -0.195 -0.124 0.448 0.197 0.227 | -| omega_p | -0.140 -0.128 0.194 0.095 0.424 -0.143 1.000 -0.124 -0.087 0.092 0.177 -0.017 -0.067 -0.113 -0.432 0.007 0.088 0.150 -0.193 0.040 0.054 -0.102 -0.355 -0.022 | -| p4160_s | 0.459 0.559 -0.594 0.019 -0.171 0.556 -0.124 1.000 0.341 -0.365 -0.611 0.128 0.209 0.376 0.024 0.183 0.014 -0.521 0.675 -0.001 -0.158 0.366 0.195 -0.064 | -| Dbar_p | 0.402 0.349 -0.414 0.000 -0.125 0.613 -0.087 0.341 1.000 -0.342 -0.424 0.161 0.030 0.095 0.017 -0.176 0.000 -0.474 0.455 -0.252 -0.347 0.319 0.117 0.017 | -| p4160_p | -0.558 -0.303 0.432 -0.008 0.132 -0.188 0.092 -0.365 -0.342 1.000 0.440 -0.029 -0.115 -0.084 -0.017 0.168 -0.009 0.497 -0.511 -0.098 0.230 -0.281 -0.124 0.196 | -| bplus_1 | -0.685 -0.624 0.800 -0.021 0.269 -0.717 0.177 -0.611 -0.424 0.440 1.000 -0.169 -0.328 -0.517 -0.032 0.029 -0.022 0.732 -0.944 0.150 0.264 -0.506 -0.230 -0.126 | -| bplus_2 | 0.089 0.067 -0.158 0.022 0.070 0.083 -0.017 0.128 0.161 -0.029 -0.169 1.000 0.007 -0.020 0.012 0.016 -0.006 -0.081 0.111 0.421 -0.044 0.096 0.205 0.148 | -| psi2s_p | 0.272 0.233 -0.321 0.007 -0.099 0.380 -0.067 0.209 0.030 -0.115 -0.328 0.007 1.000 0.361 0.013 -0.027 0.007 -0.210 0.349 0.153 -0.243 0.191 0.092 0.061 | -| jpsi_p | 0.431 0.357 -0.502 -0.013 -0.158 0.617 -0.113 0.376 0.095 -0.084 -0.517 -0.020 0.361 1.000 0.025 0.145 -0.017 -0.378 0.547 -0.219 0.036 0.319 0.156 0.181 | -| omega_s | 0.026 0.024 -0.034 0.019 -0.089 0.025 -0.432 0.024 0.017 -0.017 -0.032 0.012 0.013 0.025 1.000 -0.000 0.011 -0.028 0.035 -0.007 -0.009 0.019 0.017 0.005 | -| p4040_p | -0.106 0.012 0.032 0.002 0.014 0.124 0.007 0.183 -0.176 0.168 0.029 0.016 -0.027 0.145 -0.000 1.000 -0.001 0.155 -0.049 -0.110 0.087 -0.046 0.006 0.129 | -| phi_s | 0.017 0.015 -0.022 0.943 -0.004 0.028 0.088 0.014 0.000 -0.009 -0.022 -0.006 0.007 -0.017 0.011 -0.001 1.000 -0.019 0.023 -0.001 -0.007 0.013 0.068 0.004 | -| p3770_p | -0.608 -0.557 0.720 -0.019 0.213 -0.562 0.150 -0.521 -0.474 0.497 0.732 -0.081 -0.210 -0.378 -0.028 0.155 -0.019 1.000 -0.790 0.130 0.148 -0.405 -0.213 -0.006 | -| DDstar_s | 0.753 0.700 -0.925 0.022 -0.281 0.735 -0.193 0.675 0.455 -0.511 -0.944 0.111 0.349 0.547 0.035 -0.049 0.023 -0.790 1.000 -0.160 -0.279 0.566 0.266 0.091 | -| Ctt | 0.019 0.008 0.145 0.003 0.064 -0.195 0.040 -0.001 -0.252 -0.098 0.150 0.421 0.153 -0.219 -0.007 -0.110 -0.001 0.130 -0.160 1.000 0.019 -0.167 -0.029 -0.125 | -| p3770_s | -0.134 -0.188 0.265 -0.003 0.084 -0.124 0.054 -0.158 -0.347 0.230 0.264 -0.044 -0.243 0.036 -0.009 0.087 -0.007 0.148 -0.279 0.019 1.000 -0.176 -0.055 0.041 | -| Dbar_s | 0.417 0.387 -0.495 0.013 -0.148 0.448 -0.102 0.366 0.319 -0.281 -0.506 0.096 0.191 0.319 0.019 -0.046 0.013 -0.405 0.566 -0.167 -0.176 1.000 0.146 0.043 | -| rho_p | 0.206 0.187 -0.253 0.046 0.141 0.197 -0.355 0.195 0.117 -0.124 -0.230 0.205 0.092 0.156 0.017 0.006 0.068 -0.213 0.266 -0.029 -0.055 0.146 1.000 0.051 | -| p4415_p | -0.023 0.022 -0.122 0.007 -0.024 0.227 -0.022 -0.064 0.017 0.196 -0.126 0.148 0.061 0.181 0.005 0.129 0.004 -0.006 0.091 -0.125 0.041 0.043 0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21365939078461177}), (, {'error': 0.22149594584642868}), (, {'error': 0.015231503149391479}), (, {'error': 0.5781735706318645}), (, {'error': 0.3592557809381459}), (, {'error': 0.6160284894569463}), (, {'error': 0.2907362913511453}), (, {'error': 0.18808882791282677}), (, {'error': 0.3534747524562061}), (, {'error': 0.10899680839324888}), (, {'error': 0.032240448128527444}), (, {'error': 0.04832696333095554}), (, {'error': 0.031007939682689667}), (, {'error': 0.02995286690209298}), (, {'error': 3.239807157494809}), (, {'error': 0.15384739505532452}), (, {'error': 2.0869793378174997}), (, {'error': 0.1602990859324671}), (, {'error': 0.5912898463845409}), (, {'error': 0.11724855538046697}), (, {'error': 0.21489582709315735}), (, {'error': 0.11234096416079165}), (, {'error': 0.24524837741871996}), (, {'error': 0.184768522620407})]) -Toy 14/25 -Time taken: 1 h, 17 min -Projected time left: 1 h, 1 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1408 (1408 total) | -| EDM = 4.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297221.31048124126 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.67 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.51 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.410 | 0.030 | | | -2 | 2 | | -| 3 | phi_p | 6.00 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 11| bplus_2 | 0.34 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 4.658 | 0.024 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 4.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.02 | 0.28 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.89 | 0.21 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.36 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.09 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.20 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.203 -0.057 0.007 0.034 -0.188 -0.002 0.067 -0.133 -0.480 0.073 -0.134 -0.018 0.017 -0.005 -0.200 -0.025 -0.141 -0.008 0.321 0.106 -0.006 0.043 -0.121 | -| p4415_s | 0.203 1.000 -0.014 0.003 0.026 -0.014 -0.005 0.323 0.047 -0.141 -0.083 0.087 0.028 -0.004 -0.012 -0.057 -0.009 -0.071 -0.002 0.198 0.013 0.000 -0.000 -0.176 | -| bplus_0 | -0.057 -0.014 1.000 -0.029 -0.380 -0.051 0.098 -0.038 -0.037 0.014 -0.928 -0.171 -0.017 0.113 0.252 -0.007 0.110 0.059 0.000 0.020 -0.011 0.001 0.238 -0.032 | -| phi_p | 0.007 0.003 -0.029 1.000 0.064 -0.000 0.004 0.008 0.005 -0.004 0.022 -0.020 -0.002 -0.034 -0.006 -0.002 0.618 -0.007 0.001 0.004 0.001 0.001 0.098 0.004 | -| rho_s | 0.034 0.026 -0.380 0.064 1.000 0.072 -0.213 0.034 0.050 -0.030 0.320 0.002 0.001 -0.058 -0.389 -0.013 -0.002 -0.017 0.004 0.024 0.004 0.002 0.084 0.005 | -| DDstar_p | -0.188 -0.014 -0.051 -0.000 0.072 1.000 -0.020 -0.100 -0.209 -0.050 -0.196 0.263 -0.167 -0.190 -0.047 0.006 -0.012 0.097 0.041 -0.025 0.008 0.007 -0.050 -0.217 | -| omega_p | -0.002 -0.005 0.098 0.004 -0.213 -0.020 1.000 -0.001 -0.010 0.005 -0.085 -0.029 -0.001 -0.004 0.492 0.002 0.034 0.001 -0.001 0.002 0.001 -0.000 0.035 0.003 | -| p4160_s | 0.067 0.323 -0.038 0.008 0.034 -0.100 -0.001 1.000 -0.095 -0.072 0.044 -0.172 -0.060 0.004 -0.001 0.321 -0.029 -0.046 -0.000 0.231 0.016 -0.002 0.059 -0.055 | -| Dbar_p | -0.133 0.047 -0.037 0.005 0.050 -0.209 -0.010 -0.095 1.000 -0.021 -0.095 0.078 -0.083 0.148 -0.024 -0.087 -0.017 0.279 -0.004 -0.354 -0.112 0.028 -0.001 -0.105 | -| p4160_p | -0.480 -0.141 0.014 -0.004 -0.030 -0.050 0.005 -0.072 -0.021 1.000 0.062 0.004 -0.114 -0.060 0.012 0.295 0.008 0.159 0.041 -0.371 -0.026 0.027 -0.003 0.330 | -| bplus_1 | 0.073 -0.083 -0.928 0.022 0.320 -0.196 -0.085 0.044 -0.095 0.062 1.000 -0.052 0.058 -0.015 -0.222 0.052 -0.101 -0.110 -0.018 0.099 -0.003 -0.008 -0.217 0.145 | -| bplus_2 | -0.134 0.087 -0.171 -0.020 0.002 0.263 -0.029 -0.172 0.078 0.004 -0.052 1.000 -0.054 -0.235 -0.084 0.026 0.059 0.060 0.016 -0.665 0.051 0.003 -0.291 -0.235 | -| psi2s_p | -0.018 0.028 -0.017 -0.002 0.001 -0.167 -0.001 -0.060 -0.083 -0.114 0.058 -0.054 1.000 0.003 -0.003 -0.177 -0.004 -0.023 0.016 0.224 -0.418 0.024 -0.002 -0.044 | -| jpsi_p | 0.017 -0.004 0.113 -0.034 -0.058 -0.190 -0.004 0.004 0.148 -0.060 -0.015 -0.235 0.003 1.000 -0.006 -0.093 0.007 -0.031 0.048 0.275 -0.074 0.051 -0.066 0.023 | -| omega_s | -0.005 -0.012 0.252 -0.006 -0.389 -0.047 0.492 -0.001 -0.024 0.012 -0.222 -0.084 -0.003 -0.006 1.000 0.005 0.073 0.003 -0.002 0.010 0.003 -0.000 0.428 0.010 | -| p4040_p | -0.200 -0.057 -0.007 -0.002 -0.013 0.006 0.002 0.321 -0.087 0.295 0.052 0.026 -0.177 -0.093 0.005 1.000 0.003 0.147 0.020 -0.298 -0.073 0.014 -0.001 0.207 | -| phi_s | -0.025 -0.009 0.110 0.618 -0.002 -0.012 0.034 -0.029 -0.017 0.008 -0.101 0.059 -0.004 0.007 0.073 0.003 1.000 0.004 -0.000 -0.041 -0.010 -0.001 0.135 -0.018 | -| p3770_p | -0.141 -0.071 0.059 -0.007 -0.017 0.097 0.001 -0.046 0.279 0.159 -0.110 0.060 -0.023 -0.031 0.003 0.147 0.004 1.000 0.036 -0.226 -0.298 0.047 -0.009 0.027 | -| DDstar_s | -0.008 -0.002 0.000 0.001 0.004 0.041 -0.001 -0.000 -0.004 0.041 -0.018 0.016 0.016 0.048 -0.002 0.020 -0.000 0.036 1.000 -0.007 0.027 -0.001 -0.002 0.016 | -| Ctt | 0.321 0.198 0.020 0.004 0.024 -0.025 0.002 0.231 -0.354 -0.371 0.099 -0.665 0.224 0.275 0.010 -0.298 -0.041 -0.226 -0.007 1.000 -0.120 -0.006 0.098 0.006 | -| p3770_s | 0.106 0.013 -0.011 0.001 0.004 0.008 0.001 0.016 -0.112 -0.026 -0.003 0.051 -0.418 -0.074 0.003 -0.073 -0.010 -0.298 0.027 -0.120 1.000 0.025 0.020 0.006 | -| Dbar_s | -0.006 0.000 0.001 0.001 0.002 0.007 -0.000 -0.002 0.028 0.027 -0.008 0.003 0.024 0.051 -0.000 0.014 -0.001 0.047 -0.001 -0.006 0.025 1.000 0.001 0.010 | -| rho_p | 0.043 -0.000 0.238 0.098 0.084 -0.050 0.035 0.059 -0.001 -0.003 -0.217 -0.291 -0.002 -0.066 0.428 -0.001 0.135 -0.009 -0.002 0.098 0.020 0.001 1.000 0.051 | -| p4415_p | -0.121 -0.176 -0.032 0.004 0.005 -0.217 0.003 -0.055 -0.105 0.330 0.145 -0.235 -0.044 0.023 0.010 0.207 -0.018 0.027 0.016 0.006 0.006 0.010 0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17310439415839213}), (, {'error': 0.1929633629224169}), (, {'error': 0.030029821853206906}), (, {'error': 0.22390384662254448}), (, {'error': 0.37237702731376016}), (, {'error': 0.32314349756451843}), (, {'error': 0.35554501873584954}), (, {'error': 0.16604917727471347}), (, {'error': 0.3265456677594081}), (, {'error': 0.0954709183148914}), (, {'error': 0.057997523092179204}), (, {'error': 0.08233903820994093}), (, {'error': 0.031816525779485794}), (, {'error': 0.024273310243588142}), (, {'error': 1.154575979965085}), (, {'error': 0.27996664677771355}), (, {'error': 1.104661937562316}), (, {'error': 0.09344905145956384}), (, {'error': 0.0248426588869195}), (, {'error': 0.2131171421213312}), (, {'error': 0.22972047090449443}), (, {'error': 0.019527223683349}), (, {'error': 0.28539438733737166}), (, {'error': 0.14690284697785705})]) -Toy 15/25 -Time taken: 1 h, 23 min -Projected time left: 55 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=387 (387 total) | -| EDM = 5.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297025.1506828999 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.03 | 0.15 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.05 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.426 | 0.007 | | | -2 | 2 | | -| 3 | phi_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.35 | 0.28 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 0.8 | 3.7 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.04 | 0.14 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -2.3 | 1.8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.89 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.839 | 0.015 | | | -2 | 2 | | -| 11| bplus_2 | -0.24 | 0.06 | | | -2 | 2 | | -| 12| psi2s_p | 1.792 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -4.683 | 0.024 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.44 | 0.19 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.4 | 1.4 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.42 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.06 | 0.42 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.15 | 0.21 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.67 | 0.24 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.13 | 0.48 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.53 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.61 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.293 -0.190 0.014 -0.053 -0.381 0.006 0.075 0.307 -0.506 -0.226 0.200 -0.051 0.072 0.008 -0.320 -0.002 -0.027 -0.366 -0.149 -0.133 -0.311 0.053 -0.164 | -| p4415_s | 0.293 1.000 -0.247 0.015 -0.067 -0.560 0.006 0.336 0.518 -0.409 -0.291 0.254 -0.080 0.069 0.010 -0.333 -0.003 0.058 -0.566 -0.357 -0.336 -0.527 0.054 -0.119 | -| bplus_0 | -0.190 -0.247 1.000 -0.014 0.172 0.555 0.008 -0.128 -0.393 0.383 0.206 -0.378 0.084 -0.042 -0.022 0.328 -0.008 0.038 0.558 0.356 0.350 0.439 0.008 0.063 | -| phi_p | 0.014 0.015 -0.014 1.000 0.017 -0.029 0.019 0.011 0.021 -0.020 -0.012 0.039 -0.006 -0.014 -0.022 -0.016 0.844 -0.003 -0.028 -0.021 -0.016 -0.026 0.150 -0.001 | -| rho_s | -0.053 -0.067 0.172 0.017 1.000 0.136 0.343 -0.039 -0.099 0.094 0.104 -0.084 0.019 -0.028 0.065 0.077 0.014 0.006 0.138 0.096 0.078 0.110 0.221 0.013 | -| DDstar_p | -0.381 -0.560 0.555 -0.029 0.136 1.000 -0.009 -0.265 -0.915 0.672 0.638 -0.560 0.122 -0.244 -0.020 0.592 0.001 -0.194 0.948 0.791 0.577 0.937 -0.090 0.134 | -| omega_p | 0.006 0.006 0.008 0.019 0.343 -0.009 1.000 0.006 0.011 -0.006 0.001 0.030 -0.003 -0.006 0.814 -0.005 0.033 0.004 -0.008 -0.006 -0.003 -0.012 0.095 0.002 | -| p4160_s | 0.075 0.336 -0.128 0.011 -0.039 -0.265 0.006 1.000 0.187 -0.262 -0.159 0.168 -0.076 0.015 0.006 0.055 -0.004 -0.026 -0.253 -0.071 -0.120 -0.195 0.051 -0.117 | -| Dbar_p | 0.307 0.518 -0.393 0.021 -0.099 -0.915 0.011 0.187 1.000 -0.673 -0.466 0.577 -0.202 0.133 0.013 -0.629 -0.009 0.273 -0.891 -0.826 -0.616 -0.932 0.098 -0.207 | -| p4160_p | -0.506 -0.409 0.383 -0.020 0.094 0.672 -0.006 -0.262 -0.673 1.000 0.436 -0.372 0.117 -0.009 -0.014 0.521 -0.001 -0.001 0.729 0.470 0.466 0.641 -0.062 0.293 | -| bplus_1 | -0.226 -0.291 0.206 -0.012 0.104 0.638 0.001 -0.159 -0.466 0.436 1.000 -0.434 0.095 -0.069 -0.013 0.371 -0.001 0.023 0.643 0.418 0.389 0.513 -0.009 0.065 | -| bplus_2 | 0.200 0.254 -0.378 0.039 -0.084 -0.560 0.030 0.168 0.577 -0.372 -0.434 1.000 -0.113 0.052 0.016 -0.340 -0.018 0.175 -0.562 -0.270 -0.345 -0.565 0.232 -0.025 | -| psi2s_p | -0.051 -0.080 0.084 -0.006 0.019 0.122 -0.003 -0.076 -0.202 0.117 0.095 -0.113 1.000 0.122 -0.005 0.052 -0.002 0.045 0.164 0.247 -0.073 0.131 -0.016 0.019 | -| jpsi_p | 0.072 0.069 -0.042 -0.014 -0.028 -0.244 -0.006 0.015 0.133 -0.009 -0.069 0.052 0.122 1.000 -0.010 -0.029 -0.031 0.140 -0.160 -0.276 0.026 -0.252 0.032 0.021 | -| omega_s | 0.008 0.010 -0.022 -0.022 0.065 -0.020 0.814 0.006 0.013 -0.014 -0.013 0.016 -0.005 -0.010 1.000 -0.012 0.006 -0.002 -0.019 -0.013 -0.012 -0.017 0.063 -0.002 | -| p4040_p | -0.320 -0.333 0.328 -0.016 0.077 0.592 -0.005 0.055 -0.629 0.521 0.371 -0.340 0.052 -0.029 -0.012 1.000 -0.002 -0.019 0.634 0.449 0.400 0.586 -0.048 0.211 | -| phi_s | -0.002 -0.003 -0.008 0.844 0.014 0.001 0.033 -0.004 -0.009 -0.001 -0.001 -0.018 -0.002 -0.031 0.006 -0.002 1.000 -0.010 0.002 0.001 -0.004 0.005 0.161 -0.003 | -| p3770_p | -0.027 0.058 0.038 -0.003 0.006 -0.194 0.004 -0.026 0.273 -0.001 0.023 0.175 0.045 0.140 -0.002 -0.019 -0.010 1.000 -0.168 -0.261 -0.223 -0.329 0.021 -0.011 | -| DDstar_s | -0.366 -0.566 0.558 -0.028 0.138 0.948 -0.008 -0.253 -0.891 0.729 0.643 -0.562 0.164 -0.160 -0.019 0.634 0.002 -0.168 1.000 0.779 0.606 0.942 -0.092 0.181 | -| Ctt | -0.149 -0.357 0.356 -0.021 0.096 0.791 -0.006 -0.071 -0.826 0.470 0.418 -0.270 0.247 -0.276 -0.013 0.449 0.001 -0.261 0.779 1.000 0.461 0.822 -0.067 0.163 | -| p3770_s | -0.133 -0.336 0.350 -0.016 0.078 0.577 -0.003 -0.120 -0.616 0.466 0.389 -0.345 -0.073 0.026 -0.012 0.400 -0.004 -0.223 0.606 0.461 1.000 0.556 -0.040 0.146 | -| Dbar_s | -0.311 -0.527 0.439 -0.026 0.110 0.937 -0.012 -0.195 -0.932 0.641 0.513 -0.565 0.131 -0.252 -0.017 0.586 0.005 -0.329 0.942 0.822 0.556 1.000 -0.098 0.179 | -| rho_p | 0.053 0.054 0.008 0.150 0.221 -0.090 0.095 0.051 0.098 -0.062 -0.009 0.232 -0.016 0.032 0.063 -0.048 0.161 0.021 -0.092 -0.067 -0.040 -0.098 1.000 0.010 | -| p4415_p | -0.164 -0.119 0.063 -0.001 0.013 0.134 0.002 -0.117 -0.207 0.293 0.065 -0.025 0.019 0.021 -0.002 0.211 -0.003 -0.011 0.181 0.163 0.146 0.179 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1504019013143268}), (, {'error': 0.19462295061375784}), (, {'error': 0.00690408226324446}), (, {'error': 0.39849514351735715}), (, {'error': 0.27511578522864955}), (, {'error': 3.7439580513702255}), (, {'error': 0.35344671781296677}), (, {'error': 0.14398072738738832}), (, {'error': 1.8446644100905933}), (, {'error': 0.13037181617609406}), (, {'error': 0.01507446893171227}), (, {'error': 0.055226907520282364}), (, {'error': 0.028995524237496184}), (, {'error': 0.024315616463715717}), (, {'error': 4.410589209502751}), (, {'error': 0.1895412111209902}), (, {'error': 1.4056922130436371}), (, {'error': 0.11187206533912342}), (, {'error': 0.41685088109132173}), (, {'error': 0.21200196851328512}), (, {'error': 0.24448673009580757}), (, {'error': 0.4834830272026939}), (, {'error': 0.27629928211072174}), (, {'error': 0.18212837066059784})]) -Toy 16/25 -Time taken: 1 h, 27 min -Projected time left: 49 min, 3 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1423 (1423 total) | -| EDM = 0.0113 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297252.84454238246 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.14 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.55 | 0.17 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.536 | 0.009 | | | -2 | 2 | | -| 3 | phi_p | -0.16 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.85 | 0.27 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -4.3 | 2.9 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.45 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.95 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.987 | 0.017 | | | -2 | 2 | | -| 11| bplus_2 | -0.31 | 0.07 | | | -2 | 2 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 1.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.78 | 0.18 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.35 | 0.18 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.06 | 0.41 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.07 | 0.15 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.71 | 0.28 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.25 | 0.50 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 3.88 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.169 0.015 -0.006 0.002 0.392 -0.003 0.224 0.297 -0.370 -0.002 0.151 -0.212 -0.230 -0.004 -0.293 -0.009 -0.364 0.442 0.011 -0.176 0.430 0.012 0.030 | -| p4415_s | 0.169 1.000 0.113 -0.003 0.017 0.066 -0.003 0.281 0.033 -0.050 0.128 -0.062 -0.048 -0.108 -0.007 -0.051 -0.004 -0.115 0.090 0.123 -0.060 0.106 0.002 -0.089 | -| bplus_0 | 0.015 0.113 1.000 0.011 0.095 0.009 -0.003 0.041 -0.211 -0.011 -0.422 -0.174 0.045 0.084 -0.023 0.012 -0.009 0.104 -0.084 -0.028 0.071 -0.061 0.068 -0.045 | -| phi_p | -0.006 -0.003 0.011 1.000 0.002 -0.022 0.029 -0.004 -0.016 0.012 0.014 0.026 0.015 0.015 0.009 0.016 0.682 0.020 -0.020 0.012 0.021 -0.027 0.117 0.002 | -| rho_s | 0.002 0.017 0.095 0.002 1.000 0.027 0.058 0.001 -0.014 -0.013 -0.017 -0.070 -0.007 -0.012 -0.341 -0.017 -0.011 -0.006 0.010 -0.022 -0.017 0.017 0.097 -0.012 | -| DDstar_p | 0.392 0.066 0.009 -0.022 0.027 1.000 -0.011 0.323 0.544 -0.044 -0.005 0.242 -0.404 -0.436 -0.019 -0.309 -0.005 -0.664 0.919 -0.414 -0.508 0.917 -0.038 0.336 | -| omega_p | -0.003 -0.003 -0.003 0.029 0.058 -0.011 1.000 -0.002 -0.006 0.007 0.007 0.015 0.007 0.009 0.517 0.008 0.032 0.009 -0.009 0.006 0.010 -0.012 -0.042 0.002 | -| p4160_s | 0.224 0.281 0.041 -0.004 0.001 0.323 -0.002 1.000 0.240 -0.166 0.022 0.166 -0.201 -0.221 -0.002 0.075 -0.012 -0.294 0.359 0.025 -0.189 0.357 0.025 -0.002 | -| Dbar_p | 0.297 0.033 -0.211 -0.016 -0.014 0.544 -0.006 0.240 1.000 -0.143 -0.248 0.111 -0.267 -0.392 -0.003 -0.210 0.004 -0.582 0.461 -0.013 -0.291 0.536 -0.055 0.176 | -| p4160_p | -0.370 -0.050 -0.011 0.012 -0.013 -0.044 0.007 -0.166 -0.143 1.000 -0.016 -0.050 0.226 0.443 0.008 0.425 0.001 0.356 -0.034 -0.112 0.259 -0.244 0.016 0.338 | -| bplus_1 | -0.002 0.128 -0.422 0.014 -0.017 -0.005 0.007 0.022 -0.248 -0.016 1.000 -0.201 0.064 0.105 0.016 0.016 0.002 0.128 -0.116 -0.041 0.083 -0.093 0.056 -0.071 | -| bplus_2 | 0.151 -0.062 -0.174 0.026 -0.070 0.242 0.015 0.166 0.111 -0.050 -0.201 1.000 -0.179 -0.271 0.036 -0.126 -0.041 -0.232 0.272 0.277 -0.208 0.306 0.214 0.176 | -| psi2s_p | -0.212 -0.048 0.045 0.015 -0.007 -0.404 0.007 -0.201 -0.267 0.226 0.064 -0.179 1.000 0.492 0.008 0.238 0.003 0.471 -0.379 0.376 0.216 -0.528 0.023 -0.054 | -| jpsi_p | -0.230 -0.108 0.084 0.015 -0.012 -0.436 0.009 -0.221 -0.392 0.443 0.105 -0.271 0.492 1.000 0.009 0.449 -0.010 0.582 -0.386 0.083 0.535 -0.613 0.042 0.047 | -| omega_s | -0.004 -0.007 -0.023 0.009 -0.341 -0.019 0.517 -0.002 -0.003 0.008 0.016 0.036 0.008 0.009 1.000 0.011 0.040 0.010 -0.013 0.011 0.014 -0.017 0.151 0.004 | -| p4040_p | -0.293 -0.051 0.012 0.016 -0.017 -0.309 0.008 0.075 -0.210 0.425 0.016 -0.126 0.238 0.449 0.011 1.000 0.001 0.483 -0.311 0.038 0.322 -0.462 0.029 0.128 | -| phi_s | -0.009 -0.004 -0.009 0.682 -0.011 -0.005 0.032 -0.012 0.004 0.001 0.002 -0.041 0.003 -0.010 0.040 0.001 1.000 0.003 -0.004 -0.006 -0.001 -0.008 0.123 -0.007 | -| p3770_p | -0.364 -0.115 0.104 0.020 -0.006 -0.664 0.009 -0.294 -0.582 0.356 0.128 -0.232 0.471 0.582 0.010 0.483 0.003 1.000 -0.685 0.279 0.436 -0.801 0.034 -0.105 | -| DDstar_s | 0.442 0.090 -0.084 -0.020 0.010 0.919 -0.009 0.359 0.461 -0.034 -0.116 0.272 -0.379 -0.386 -0.013 -0.311 -0.004 -0.685 1.000 -0.455 -0.514 0.929 -0.041 0.385 | -| Ctt | 0.011 0.123 -0.028 0.012 -0.022 -0.414 0.006 0.025 -0.013 -0.112 -0.041 0.277 0.376 0.083 0.011 0.038 -0.006 0.279 -0.455 1.000 0.239 -0.455 0.053 -0.152 | -| p3770_s | -0.176 -0.060 0.071 0.021 -0.017 -0.508 0.010 -0.189 -0.291 0.259 0.083 -0.208 0.216 0.535 0.014 0.322 -0.001 0.436 -0.514 0.239 1.000 -0.640 0.046 -0.063 | -| Dbar_s | 0.430 0.106 -0.061 -0.027 0.017 0.917 -0.012 0.357 0.536 -0.244 -0.093 0.306 -0.528 -0.613 -0.017 -0.462 -0.008 -0.801 0.929 -0.455 -0.640 1.000 -0.041 0.250 | -| rho_p | 0.012 0.002 0.068 0.117 0.097 -0.038 -0.042 0.025 -0.055 0.016 0.056 0.214 0.023 0.042 0.151 0.029 0.123 0.034 -0.041 0.053 0.046 -0.041 1.000 0.020 | -| p4415_p | 0.030 -0.089 -0.045 0.002 -0.012 0.336 0.002 -0.002 0.176 0.338 -0.071 0.176 -0.054 0.047 0.004 0.128 -0.007 -0.105 0.385 -0.152 -0.063 0.250 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16486229319595508}), (, {'error': 0.17024637756000216}), (, {'error': 0.009063951484836075}), (, {'error': 0.24447959350637305}), (, {'error': 0.27312309238338855}), (, {'error': 2.923829677778886}), (, {'error': 0.20793835690103757}), (, {'error': 0.15981657242080693}), (, {'error': 0.4409482248274674}), (, {'error': 0.09871401490917542}), (, {'error': 0.01708911890887832}), (, {'error': 0.06904386952820007}), (, {'error': 0.03612269370344734}), (, {'error': 0.03558311651814927}), (, {'error': 0.9992225960049979}), (, {'error': 0.17684479359454208}), (, {'error': 1.0094747594887243}), (, {'error': 0.17822938454182768}), (, {'error': 0.412151501061957}), (, {'error': 0.15277876957413905}), (, {'error': 0.28482078872281846}), (, {'error': 0.5007742656262805}), (, {'error': 0.392043377651182}), (, {'error': 0.14410314433712212})]) -Toy 17/25 -Time taken: 1 h, 33 min -Projected time left: 43 min, 52 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.982E+05 | Ncalls=519 (530 total) | -| EDM = 1.1E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298150.3046528344 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.157 | 0.004 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 0.670 | 0.006 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.840 | 0.009 | | | -2 | 2 | | -| 3 | phi_p | 5.548 | 0.017 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.932 | 0.003 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -2.27 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 1.157 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.389 | 0.021 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 5 | 9 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -0.788 | 0.014 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.780 | 0.015 | | | -2 | 2 | | -| 11| bplus_2 | -0.09 | 0.06 | | | -2 | 2 | | -| 12| psi2s_p | 1.419 | 0.012 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 5.312 | 0.023 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.306 | 0.014 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -6.072 | 0.011 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.520 | 0.029 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -1.43 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -2.608E-1 | 0.021E-1 | | | -0.3 | 0.3 | | -| 19| Ctt | -1.371 | 0.008 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.402 | 0.012 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.273 | 0.005 | | | -0.3 | 0.3 | | -| 22| rho_p | -5.797 | 0.011 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.42 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.108 -0.313 -0.192 -0.048 0.308 0.042 -0.289 -0.314 0.258 -0.313 -0.312 -0.300 0.311 0.014 0.140 0.117 0.307 0.281 -0.226 -0.170 -0.309 -0.152 -0.299 | -| p4415_s | -0.108 1.000 0.343 0.210 0.053 -0.337 -0.046 0.317 0.345 -0.283 0.343 0.342 0.329 -0.340 -0.015 -0.156 -0.128 -0.337 -0.308 0.247 0.187 0.338 0.166 0.330 | -| bplus_0 | -0.313 0.343 1.000 0.608 0.153 -0.975 -0.132 0.916 0.997 -0.819 0.992 0.989 0.951 -0.984 -0.045 -0.451 -0.369 -0.973 -0.890 0.714 0.540 0.979 0.480 0.948 | -| phi_p | -0.192 0.210 0.608 1.000 0.094 -0.598 -0.081 0.561 0.611 -0.502 0.608 0.606 0.582 -0.603 -0.027 -0.276 -0.226 -0.596 -0.546 0.437 0.331 0.600 0.295 0.581 | -| rho_s | -0.048 0.053 0.153 0.094 1.000 -0.150 -0.020 0.141 0.154 -0.126 0.153 0.153 0.147 -0.152 -0.007 -0.070 -0.057 -0.150 -0.137 0.110 0.083 0.151 0.074 0.146 | -| DDstar_p | 0.308 -0.337 -0.975 -0.598 -0.150 1.000 0.130 -0.899 -0.979 0.804 -0.974 -0.972 -0.934 0.967 0.044 0.443 0.363 0.956 0.875 -0.702 -0.530 -0.961 -0.472 -0.931 | -| omega_p | 0.042 -0.046 -0.132 -0.081 -0.020 0.130 1.000 -0.122 -0.133 0.109 -0.132 -0.132 -0.127 0.131 0.006 0.060 0.049 0.130 0.119 -0.095 -0.072 -0.130 -0.066 -0.126 | -| p4160_s | -0.289 0.317 0.916 0.561 0.141 -0.899 -0.122 1.000 0.919 -0.755 0.915 0.912 0.877 -0.908 -0.041 -0.416 -0.341 -0.897 -0.821 0.658 0.498 0.903 0.443 0.874 | -| Dbar_p | -0.314 0.345 0.997 0.611 0.154 -0.979 -0.133 0.919 1.000 -0.822 0.995 0.993 0.954 -0.988 -0.045 -0.452 -0.371 -0.977 -0.894 0.716 0.542 0.982 0.482 0.952 | -| p4160_p | 0.258 -0.283 -0.819 -0.502 -0.126 0.804 0.109 -0.755 -0.822 1.000 -0.818 -0.816 -0.784 0.812 0.037 0.372 0.305 0.803 0.734 -0.590 -0.445 -0.807 -0.396 -0.781 | -| bplus_1 | -0.313 0.343 0.992 0.608 0.153 -0.974 -0.132 0.915 0.995 -0.818 1.000 0.988 0.950 -0.983 -0.044 -0.450 -0.369 -0.972 -0.889 0.713 0.539 0.978 0.480 0.947 | -| bplus_2 | -0.312 0.342 0.989 0.606 0.153 -0.972 -0.132 0.912 0.993 -0.816 0.988 1.000 0.947 -0.981 -0.044 -0.449 -0.368 -0.970 -0.887 0.711 0.538 0.975 0.478 0.945 | -| psi2s_p | -0.300 0.329 0.951 0.582 0.147 -0.934 -0.127 0.877 0.954 -0.784 0.950 0.947 1.000 -0.942 -0.043 -0.432 -0.354 -0.931 -0.852 0.684 0.516 0.937 0.460 0.908 | -| jpsi_p | 0.311 -0.340 -0.984 -0.603 -0.152 0.967 0.131 -0.908 -0.988 0.812 -0.983 -0.981 -0.942 1.000 0.044 0.447 0.366 0.965 0.883 -0.708 -0.535 -0.970 -0.476 -0.940 | -| omega_s | 0.014 -0.015 -0.045 -0.027 -0.007 0.044 0.006 -0.041 -0.045 0.037 -0.044 -0.044 -0.043 0.044 1.000 0.020 0.017 0.044 0.040 -0.032 -0.024 -0.044 -0.021 -0.043 | -| p4040_p | 0.140 -0.156 -0.451 -0.276 -0.070 0.443 0.060 -0.416 -0.452 0.372 -0.450 -0.449 -0.432 0.447 0.020 1.000 0.168 0.442 0.404 -0.324 -0.245 -0.444 -0.218 -0.430 | -| phi_s | 0.117 -0.128 -0.369 -0.226 -0.057 0.363 0.049 -0.341 -0.371 0.305 -0.369 -0.368 -0.354 0.366 0.017 0.168 1.000 0.362 0.331 -0.265 -0.201 -0.364 -0.179 -0.353 | -| p3770_p | 0.307 -0.337 -0.973 -0.596 -0.150 0.956 0.130 -0.897 -0.977 0.803 -0.972 -0.970 -0.931 0.965 0.044 0.442 0.362 1.000 0.873 -0.700 -0.530 -0.959 -0.471 -0.929 | -| DDstar_s | 0.281 -0.308 -0.890 -0.546 -0.137 0.875 0.119 -0.821 -0.894 0.734 -0.889 -0.887 -0.852 0.883 0.040 0.404 0.331 0.873 1.000 -0.640 -0.484 -0.878 -0.431 -0.850 | -| Ctt | -0.226 0.247 0.714 0.437 0.110 -0.702 -0.095 0.658 0.716 -0.590 0.713 0.711 0.684 -0.708 -0.032 -0.324 -0.265 -0.700 -0.640 1.000 0.387 0.704 0.345 0.682 | -| p3770_s | -0.170 0.187 0.540 0.331 0.083 -0.530 -0.072 0.498 0.542 -0.445 0.539 0.538 0.516 -0.535 -0.024 -0.245 -0.201 -0.530 -0.484 0.387 1.000 0.532 0.261 0.515 | -| Dbar_s | -0.309 0.338 0.979 0.600 0.151 -0.961 -0.130 0.903 0.982 -0.807 0.978 0.975 0.937 -0.970 -0.044 -0.444 -0.364 -0.959 -0.878 0.704 0.532 1.000 0.473 0.935 | -| rho_p | -0.152 0.166 0.480 0.295 0.074 -0.472 -0.066 0.443 0.482 -0.396 0.480 0.478 0.460 -0.476 -0.021 -0.218 -0.179 -0.471 -0.431 0.345 0.261 0.473 1.000 0.459 | -| p4415_p | -0.299 0.330 0.948 0.581 0.146 -0.931 -0.126 0.874 0.952 -0.781 0.947 0.945 0.908 -0.940 -0.043 -0.430 -0.353 -0.929 -0.850 0.682 0.515 0.935 0.459 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.003918116094413476}), (, {'error': 0.006265955446048577}), (, {'error': 0.009229967434378983}), (, {'error': 0.01681146001397149}), (, {'error': 0.003446897936351223}), (, {'error': 0.08513052558728207}), (, {'error': 0.02437741597846843}), (, {'error': 0.02117663904377798}), (, {'error': 8.844890034214645}), (, {'error': 0.013511766932901459}), (, {'error': 0.014794925268686976}), (, {'error': 0.057787722116435236}), (, {'error': 0.012049798622986607}), (, {'error': 0.022971158757021826}), (, {'error': 0.014299281657826679}), (, {'error': 0.010731576445346835}), (, {'error': 0.029165341184006266}), (, {'error': 0.03783013068553265}), (, {'error': 0.0020645544900025625}), (, {'error': 0.008001707458118457}), (, {'error': 0.011845407371049443}), (, {'error': 0.004538179921898838}), (, {'error': 0.011166930739773484}), (, {'error': 0.10706231110331288})]) -Toy 18/25 -Time taken: 1 h, 37 min -Projected time left: 37 min, 41 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1280 (1280 total) | -| EDM = 2.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297391.6728667154 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.57 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.65 | 0.18 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.415 | 0.029 | | | -2 | 2 | | -| 3 | phi_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 3.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.25 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.47 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 11| bplus_2 | 0.14 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -4.673 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.29 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.26 | 0.17 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.48 | 0.24 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.30 | 0.13 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.24 | 0.37 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.28 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.107 -0.057 0.001 0.037 -0.103 0.010 -0.023 -0.049 -0.373 0.000 -0.011 0.065 0.044 0.006 -0.183 -0.030 -0.053 -0.040 0.304 0.170 -0.031 0.033 -0.179 | -| p4415_s | 0.107 1.000 -0.033 0.000 0.033 0.004 0.006 0.270 -0.016 -0.001 -0.059 0.061 0.021 -0.042 0.007 0.059 -0.022 -0.033 -0.011 0.212 0.033 0.003 0.020 -0.105 | -| bplus_0 | -0.057 -0.033 1.000 0.004 -0.373 -0.022 -0.005 -0.040 -0.011 0.041 -0.957 0.011 0.004 -0.076 -0.168 -0.005 0.153 0.083 -0.011 -0.015 -0.002 -0.018 0.120 -0.002 | -| phi_p | 0.001 0.000 0.004 1.000 0.006 0.000 0.013 0.001 -0.000 -0.000 -0.004 -0.007 -0.000 -0.002 -0.012 0.000 0.144 -0.001 -0.000 0.002 0.000 -0.000 0.030 0.001 | -| rho_s | 0.037 0.033 -0.373 0.006 1.000 0.050 0.130 0.030 0.010 -0.052 0.336 -0.045 -0.007 0.000 0.240 -0.016 -0.058 -0.044 0.020 0.042 -0.008 0.025 0.152 -0.024 | -| DDstar_p | -0.103 0.004 -0.022 0.000 0.050 1.000 -0.002 -0.129 0.107 -0.572 -0.133 0.067 -0.342 -0.647 0.020 -0.316 -0.018 -0.188 0.087 0.115 -0.281 -0.097 0.008 -0.538 | -| omega_p | 0.010 0.006 -0.005 0.013 0.130 -0.002 1.000 0.015 0.001 -0.001 0.003 -0.063 0.002 -0.006 -0.634 0.004 0.035 -0.003 -0.001 0.027 0.006 0.002 0.090 0.008 | -| p4160_s | -0.023 0.270 -0.040 0.001 0.030 -0.129 0.015 1.000 -0.027 -0.018 0.007 -0.096 -0.006 0.035 -0.001 0.375 -0.038 0.035 -0.023 0.190 0.059 -0.029 0.059 -0.110 | -| Dbar_p | -0.049 -0.016 -0.011 -0.000 0.010 0.107 0.001 -0.027 1.000 0.064 -0.022 0.050 0.053 0.084 0.003 0.040 -0.003 0.140 0.004 -0.010 0.061 0.032 -0.002 0.008 | -| p4160_p | -0.373 -0.001 0.041 -0.000 -0.052 -0.572 -0.001 -0.018 0.064 1.000 0.101 -0.090 0.087 0.412 -0.018 0.313 0.014 0.242 -0.004 -0.346 0.094 0.034 -0.001 0.544 | -| bplus_1 | 0.000 -0.059 -0.957 -0.004 0.336 -0.133 0.003 0.007 -0.022 0.101 1.000 -0.165 0.031 0.129 0.158 0.075 -0.145 -0.036 -0.058 0.041 0.014 -0.055 -0.120 0.138 | -| bplus_2 | -0.011 0.061 0.011 -0.007 -0.045 0.067 -0.063 -0.096 0.050 -0.090 -0.165 1.000 -0.070 0.106 0.046 -0.066 0.125 -0.062 0.065 -0.617 0.004 0.045 -0.290 -0.203 | -| psi2s_p | 0.065 0.021 0.004 -0.000 -0.007 -0.342 0.002 -0.006 0.053 0.087 0.031 -0.070 1.000 0.233 -0.003 -0.075 -0.006 0.056 -0.025 0.241 -0.212 -0.013 0.009 0.103 | -| jpsi_p | 0.044 -0.042 -0.076 -0.002 0.000 -0.647 -0.006 0.035 0.084 0.412 0.129 0.106 0.233 1.000 0.013 0.205 -0.018 0.113 -0.036 -0.317 0.246 0.072 -0.016 0.357 | -| omega_s | 0.006 0.007 -0.168 -0.012 0.240 0.020 -0.634 -0.001 0.003 -0.018 0.158 0.046 -0.003 0.013 1.000 -0.008 -0.091 -0.013 0.008 -0.007 -0.007 0.008 -0.286 -0.016 | -| p4040_p | -0.183 0.059 -0.005 0.000 -0.016 -0.316 0.004 0.375 0.040 0.313 0.075 -0.066 -0.075 0.205 -0.008 1.000 -0.006 0.193 -0.010 -0.240 -0.013 -0.038 0.017 0.286 | -| phi_s | -0.030 -0.022 0.153 0.144 -0.058 -0.018 0.035 -0.038 -0.003 0.014 -0.145 0.125 -0.006 -0.018 -0.091 -0.006 1.000 0.011 -0.005 -0.068 -0.014 -0.012 0.081 -0.010 | -| p3770_p | -0.053 -0.033 0.083 -0.001 -0.044 -0.188 -0.003 0.035 0.140 0.242 -0.036 -0.062 0.056 0.113 -0.013 0.193 0.011 1.000 0.042 -0.104 -0.216 0.131 0.003 0.196 | -| DDstar_s | -0.040 -0.011 -0.011 -0.000 0.020 0.087 -0.001 -0.023 0.004 -0.004 -0.058 0.065 -0.025 -0.036 0.008 -0.010 -0.005 0.042 1.000 -0.014 0.000 -0.021 -0.005 -0.039 | -| Ctt | 0.304 0.212 -0.015 0.002 0.042 0.115 0.027 0.190 -0.010 -0.346 0.041 -0.617 0.241 -0.317 -0.007 -0.240 -0.068 -0.104 -0.014 1.000 -0.087 -0.189 0.124 -0.168 | -| p3770_s | 0.170 0.033 -0.002 0.000 -0.008 -0.281 0.006 0.059 0.061 0.094 0.014 0.004 -0.212 0.246 -0.007 -0.013 -0.014 -0.216 0.000 -0.087 1.000 -0.036 0.026 0.121 | -| Dbar_s | -0.031 0.003 -0.018 -0.000 0.025 -0.097 0.002 -0.029 0.032 0.034 -0.055 0.045 -0.013 0.072 0.008 -0.038 -0.012 0.131 -0.021 -0.189 -0.036 1.000 0.005 -0.007 | -| rho_p | 0.033 0.020 0.120 0.030 0.152 0.008 0.090 0.059 -0.002 -0.001 -0.120 -0.290 0.009 -0.016 -0.286 0.017 0.081 0.003 -0.005 0.124 0.026 0.005 1.000 0.034 | -| p4415_p | -0.179 -0.105 -0.002 0.001 -0.024 -0.538 0.008 -0.110 0.008 0.544 0.138 -0.203 0.103 0.357 -0.016 0.286 -0.010 0.196 -0.039 -0.168 0.121 -0.007 0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17843501956156205}), (, {'error': 0.1809467459193287}), (, {'error': 0.028994828235385572}), (, {'error': 0.07799708790628701}), (, {'error': 0.34462811006521116}), (, {'error': 0.49834859935121933}), (, {'error': 0.25625296047030144}), (, {'error': 0.16568305281968887}), (, {'error': 0.2832339228773799}), (, {'error': 0.11306329286827133}), (, {'error': 0.05885161452164822}), (, {'error': 0.07730856081452009}), (, {'error': 0.03359378739814556}), (, {'error': 0.030301975994540875}), (, {'error': 4.2965655643946095}), (, {'error': 0.3281304428555041}), (, {'error': 0.8809164709501829}), (, {'error': 0.11343225589665984}), (, {'error': 0.05089785038459521}), (, {'error': 0.1726816234962545}), (, {'error': 0.24196899327801402}), (, {'error': 0.12821913130039686}), (, {'error': 0.3705623711913746}), (, {'error': 0.16143526731432178})]) -Toy 19/25 -Time taken: 1 h, 42 min -Projected time left: 32 min, 30 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1281 (1281 total) | -| EDM = 2.1E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297305.4954669767 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.20 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.43 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 3 | phi_p | 5.78 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.22 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 11| bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 12| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -1.617 | 0.024 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.6 | 1.8 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 4.00 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -2.78 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.54 | 0.20 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 22| rho_p | 5.97 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.20 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.193 -0.040 0.006 0.016 -0.149 0.006 0.113 -0.077 -0.509 0.037 -0.112 0.017 0.019 0.001 -0.200 -0.025 -0.130 -0.006 0.337 0.121 -0.007 0.049 -0.169 | -| p4415_s | 0.193 1.000 -0.041 0.004 0.030 -0.011 -0.006 0.322 0.058 -0.080 -0.061 0.101 0.029 -0.013 -0.013 -0.022 -0.011 -0.063 -0.003 0.186 0.024 0.001 0.007 -0.170 | -| bplus_0 | -0.040 -0.041 1.000 -0.041 -0.347 -0.120 0.097 -0.037 -0.075 0.028 -0.921 -0.172 -0.003 0.107 0.186 0.002 0.091 0.030 -0.005 0.037 -0.010 -0.002 0.063 0.004 | -| phi_p | 0.006 0.004 -0.041 1.000 0.032 0.007 -0.034 0.006 0.008 -0.004 0.031 -0.011 -0.002 -0.026 -0.047 -0.002 0.496 -0.004 0.001 0.000 0.001 0.001 0.077 0.001 | -| rho_s | 0.016 0.030 -0.347 0.032 1.000 0.093 -0.012 0.017 0.053 -0.024 0.288 0.060 -0.003 -0.033 -0.260 -0.012 -0.002 0.000 0.006 -0.013 0.001 0.002 0.175 -0.017 | -| DDstar_p | -0.149 -0.011 -0.120 0.007 0.093 1.000 -0.030 -0.089 -0.224 -0.002 -0.147 0.271 -0.116 -0.111 -0.051 0.004 -0.014 0.147 0.053 -0.003 0.054 0.002 -0.019 -0.164 | -| omega_p | 0.006 -0.006 0.097 -0.034 -0.012 -0.030 1.000 0.008 -0.011 0.003 -0.085 -0.068 -0.003 -0.036 0.851 0.002 0.033 -0.008 -0.001 0.018 0.002 0.000 0.140 0.013 | -| p4160_s | 0.113 0.322 -0.037 0.006 0.017 -0.089 0.008 1.000 -0.067 -0.153 0.022 -0.135 -0.036 -0.003 0.002 0.283 -0.031 -0.063 0.000 0.266 0.033 -0.003 0.061 -0.145 | -| Dbar_p | -0.077 0.058 -0.075 0.008 0.053 -0.224 -0.011 -0.067 1.000 -0.089 -0.059 0.060 -0.117 0.102 -0.024 -0.139 -0.021 0.230 -0.001 -0.362 -0.149 0.037 0.019 -0.128 | -| p4160_p | -0.509 -0.080 0.028 -0.004 -0.024 -0.002 0.003 -0.153 -0.089 1.000 0.044 -0.034 -0.132 -0.062 0.009 0.234 0.004 0.136 0.054 -0.297 -0.050 0.031 -0.002 0.308 | -| bplus_1 | 0.037 -0.061 -0.921 0.031 0.288 -0.147 -0.085 0.022 -0.059 0.044 1.000 -0.051 0.040 -0.026 -0.161 0.042 -0.083 -0.096 -0.015 0.076 -0.008 -0.006 -0.068 0.106 | -| bplus_2 | -0.112 0.101 -0.172 -0.011 0.060 0.271 -0.068 -0.135 0.060 -0.034 -0.051 1.000 -0.052 -0.199 -0.077 0.004 0.080 0.063 0.017 -0.642 0.031 0.004 -0.260 -0.234 | -| psi2s_p | 0.017 0.029 -0.003 -0.002 -0.003 -0.116 -0.003 -0.036 -0.117 -0.132 0.040 -0.052 1.000 -0.012 -0.002 -0.195 -0.003 -0.070 0.023 0.254 -0.368 0.026 -0.000 -0.057 | -| jpsi_p | 0.019 -0.013 0.107 -0.026 -0.033 -0.111 -0.036 -0.003 0.102 -0.062 -0.026 -0.199 -0.012 1.000 -0.029 -0.098 0.019 -0.047 0.067 0.270 -0.053 0.062 -0.089 0.005 | -| omega_s | 0.001 -0.013 0.186 -0.047 -0.260 -0.051 0.851 0.002 -0.024 0.009 -0.161 -0.077 -0.002 -0.029 1.000 0.004 0.049 -0.008 -0.003 0.017 0.001 -0.001 0.226 0.015 | -| p4040_p | -0.200 -0.022 0.002 -0.002 -0.012 0.004 0.002 0.283 -0.139 0.234 0.042 0.004 -0.195 -0.098 0.004 1.000 -0.002 0.124 0.038 -0.239 -0.079 0.025 0.004 0.174 | -| phi_s | -0.025 -0.011 0.091 0.496 -0.002 -0.014 0.033 -0.031 -0.021 0.004 -0.083 0.080 -0.003 0.019 0.049 -0.002 1.000 -0.000 -0.000 -0.043 -0.014 -0.001 0.090 -0.019 | -| p3770_p | -0.130 -0.063 0.030 -0.004 0.000 0.147 -0.008 -0.063 0.230 0.136 -0.096 0.063 -0.070 -0.047 -0.008 0.124 -0.000 1.000 0.049 -0.214 -0.332 0.060 -0.012 0.023 | -| DDstar_s | -0.006 -0.003 -0.005 0.001 0.006 0.053 -0.001 0.000 -0.001 0.054 -0.015 0.017 0.023 0.067 -0.003 0.038 -0.000 0.049 1.000 -0.009 0.032 -0.002 -0.001 0.027 | -| Ctt | 0.337 0.186 0.037 0.000 -0.013 -0.003 0.018 0.266 -0.362 -0.297 0.076 -0.642 0.254 0.270 0.017 -0.239 -0.043 -0.214 -0.009 1.000 -0.052 -0.010 0.095 0.011 | -| p3770_s | 0.121 0.024 -0.010 0.001 0.001 0.054 0.002 0.033 -0.149 -0.050 -0.008 0.031 -0.368 -0.053 0.001 -0.079 -0.014 -0.332 0.032 -0.052 1.000 0.024 0.023 -0.007 | -| Dbar_s | -0.007 0.001 -0.002 0.001 0.002 0.002 0.000 -0.003 0.037 0.031 -0.006 0.004 0.026 0.062 -0.001 0.025 -0.001 0.060 -0.002 -0.010 0.024 1.000 0.002 0.012 | -| rho_p | 0.049 0.007 0.063 0.077 0.175 -0.019 0.140 0.061 0.019 -0.002 -0.068 -0.260 -0.000 -0.089 0.226 0.004 0.090 -0.012 -0.001 0.095 0.023 0.002 1.000 0.049 | -| p4415_p | -0.169 -0.170 0.004 0.001 -0.017 -0.164 0.013 -0.145 -0.128 0.308 0.106 -0.234 -0.057 0.005 0.015 0.174 -0.019 0.023 0.027 0.011 -0.007 0.012 0.049 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17085504921806194}), (, {'error': 0.19442230674555006}), (, {'error': 0.03472990157821099}), (, {'error': 0.19379913001377158}), (, {'error': 0.32926053446421727}), (, {'error': 0.33899781545025753}), (, {'error': 0.42162309443239243}), (, {'error': 0.1696304430776614}), (, {'error': 0.3456032975168002}), (, {'error': 0.09798371660347271}), (, {'error': 0.06453474422146654}), (, {'error': 0.0898368917604706}), (, {'error': 0.031663282238904245}), (, {'error': 0.023745556591734385}), (, {'error': 1.8377355781750913}), (, {'error': 0.1561776970587685}), (, {'error': 0.9634502041821484}), (, {'error': 0.08945734143308948}), (, {'error': 0.031348482604556804}), (, {'error': 0.203324327256182}), (, {'error': 0.23462523077962594}), (, {'error': 0.023333452488618234}), (, {'error': 0.2833042236213661}), (, {'error': 0.15290825011717146})]) -Toy 20/25 -Time taken: 1 h, 48 min -Projected time left: 27 min, 10 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1286 (1286 total) | -| EDM = 7.56E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297314.106336882 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.27 | 0.18 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.49 | 0.03 | | | -2 | 2 | | -| 3 | phi_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.55 | 0.31 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 0.24 | 0.93 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -0.17 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 3.8 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.99 | 0.06 | | | -2 | 2 | | -| 11| bplus_2 | 0.14 | 0.09 | | | -2 | 2 | | -| 12| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.50 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | -3.13 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.019 | 0.220 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.61 | 0.26 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.41 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -1.94 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.095 -0.045 0.008 0.016 -0.239 0.003 -0.003 0.218 -0.317 0.006 -0.055 0.043 0.085 -0.001 -0.155 -0.020 -0.082 -0.108 0.103 0.094 0.039 0.045 -0.122 | -| p4415_s | 0.095 1.000 -0.057 0.007 0.025 -0.087 0.001 0.256 0.088 0.051 -0.022 0.016 0.008 -0.009 -0.006 0.066 -0.019 -0.031 -0.050 0.114 0.007 0.015 0.036 -0.058 | -| bplus_0 | -0.045 -0.057 1.000 -0.032 -0.295 -0.086 0.028 -0.032 0.015 0.110 -0.934 -0.077 0.032 0.013 0.132 0.050 0.072 0.078 -0.065 -0.018 0.016 -0.045 0.013 0.081 | -| phi_p | 0.008 0.007 -0.032 1.000 0.032 -0.005 0.010 0.009 0.004 -0.001 0.026 -0.024 0.001 0.000 -0.002 0.002 0.469 -0.005 0.001 0.003 0.003 0.007 0.103 0.004 | -| rho_s | 0.016 0.025 -0.295 0.032 1.000 0.046 -0.070 0.005 -0.000 -0.063 0.252 0.049 -0.020 -0.029 -0.375 -0.039 0.011 -0.033 0.040 0.002 -0.020 0.030 0.168 -0.053 | -| DDstar_p | -0.239 -0.087 -0.086 -0.005 0.046 1.000 -0.010 -0.189 -0.782 -0.429 -0.067 0.198 -0.108 -0.539 -0.021 -0.182 -0.009 0.002 0.288 0.530 0.055 -0.354 -0.006 -0.461 | -| omega_p | 0.003 0.001 0.028 0.010 -0.070 -0.010 1.000 0.006 0.003 0.008 -0.025 -0.029 0.003 0.004 0.410 0.007 0.021 0.002 -0.006 0.004 0.005 -0.000 -0.022 0.010 | -| p4160_s | -0.003 0.256 -0.032 0.009 0.005 -0.189 0.006 1.000 0.098 0.013 0.019 -0.112 0.002 0.091 0.005 0.355 -0.027 0.022 -0.075 0.090 0.043 -0.009 0.065 -0.092 | -| Dbar_p | 0.218 0.088 0.015 0.004 -0.000 -0.782 0.003 0.098 1.000 0.054 -0.013 -0.165 -0.169 0.123 0.002 -0.156 -0.014 -0.165 -0.228 -0.607 -0.324 0.469 0.032 0.154 | -| p4160_p | -0.317 0.051 0.110 -0.001 -0.063 -0.429 0.008 0.013 0.054 1.000 0.077 -0.114 0.131 0.480 0.024 0.358 0.018 0.239 -0.058 -0.306 0.113 0.102 -0.017 0.541 | -| bplus_1 | 0.006 -0.022 -0.934 0.026 0.252 -0.067 -0.025 0.019 -0.013 0.077 1.000 -0.106 0.037 0.103 -0.120 0.067 -0.066 -0.032 -0.061 0.035 0.021 -0.046 -0.028 0.106 | -| bplus_2 | -0.055 0.016 -0.077 -0.024 0.049 0.198 -0.029 -0.112 -0.165 -0.114 -0.106 1.000 -0.055 0.045 -0.058 -0.052 0.099 -0.045 0.143 -0.385 0.046 0.008 -0.293 -0.241 | -| psi2s_p | 0.043 0.008 0.032 0.001 -0.020 -0.108 0.003 0.002 -0.169 0.131 0.037 -0.055 1.000 0.259 0.008 0.049 0.004 0.117 -0.023 0.267 -0.085 -0.051 -0.003 0.108 | -| jpsi_p | 0.085 -0.009 0.013 0.000 -0.029 -0.539 0.004 0.091 0.123 0.480 0.103 0.045 0.259 1.000 0.005 0.324 0.000 0.132 -0.125 -0.328 0.240 0.175 -0.015 0.408 | -| omega_s | -0.001 -0.006 0.132 -0.002 -0.375 -0.021 0.410 0.005 0.002 0.024 -0.120 -0.058 0.008 0.005 1.000 0.017 0.052 0.010 -0.017 0.006 0.010 -0.010 0.286 0.025 | -| p4040_p | -0.155 0.066 0.050 0.002 -0.039 -0.182 0.007 0.355 -0.156 0.358 0.067 -0.052 0.049 0.324 0.017 1.000 0.005 0.242 -0.015 -0.095 0.114 -0.048 0.003 0.302 | -| phi_s | -0.020 -0.019 0.072 0.469 0.011 -0.009 0.021 -0.027 -0.014 0.018 -0.066 0.099 0.004 0.000 0.052 0.005 1.000 0.005 -0.005 -0.039 -0.002 -0.013 0.089 0.001 | -| p3770_p | -0.082 -0.031 0.078 -0.005 -0.033 0.002 0.002 0.022 -0.165 0.239 -0.032 -0.045 0.117 0.132 0.010 0.242 0.005 1.000 0.085 0.026 -0.154 0.149 -0.011 0.165 | -| DDstar_s | -0.108 -0.050 -0.065 0.001 0.040 0.288 -0.006 -0.075 -0.228 -0.058 -0.061 0.143 -0.023 -0.125 -0.017 -0.015 -0.005 0.085 1.000 0.129 0.051 -0.126 -0.005 -0.120 | -| Ctt | 0.103 0.114 -0.018 0.003 0.002 0.530 0.004 0.090 -0.607 -0.306 0.035 -0.385 0.267 -0.328 0.006 -0.095 -0.039 0.026 0.129 1.000 0.116 -0.411 0.086 -0.237 | -| p3770_s | 0.094 0.007 0.016 0.003 -0.020 0.055 0.005 0.043 -0.324 0.113 0.021 0.046 -0.085 0.240 0.010 0.114 -0.002 -0.154 0.051 0.116 1.000 -0.131 0.009 0.086 | -| Dbar_s | 0.039 0.015 -0.045 0.007 0.030 -0.354 -0.000 -0.009 0.469 0.102 -0.046 0.008 -0.051 0.175 -0.010 -0.048 -0.013 0.149 -0.126 -0.411 -0.131 1.000 0.021 0.069 | -| rho_p | 0.045 0.036 0.013 0.103 0.168 -0.006 -0.022 0.065 0.032 -0.017 -0.028 -0.293 -0.003 -0.015 0.286 0.003 0.089 -0.011 -0.005 0.086 0.009 0.021 1.000 0.024 | -| p4415_p | -0.122 -0.058 0.081 0.004 -0.053 -0.461 0.010 -0.092 0.154 0.541 0.106 -0.241 0.108 0.408 0.025 0.302 0.001 0.165 -0.120 -0.237 0.086 0.069 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1761553696578168}), (, {'error': 0.18474671305031332}), (, {'error': 0.03240329848103096}), (, {'error': 0.17566993676280696}), (, {'error': 0.3108300184915108}), (, {'error': 0.9293598279216462}), (, {'error': 0.23498356511549012}), (, {'error': 0.16719799136346758}), (, {'error': 0.7973719724204944}), (, {'error': 0.12629274555109316}), (, {'error': 0.06448960904089751}), (, {'error': 0.09166481471252896}), (, {'error': 0.035184046360054566}), (, {'error': 0.033599702090803873}), (, {'error': 1.0674920510841721}), (, {'error': 0.21420524250211326}), (, {'error': 0.9522903335703186}), (, {'error': 0.10990525274367191}), (, {'error': 0.0847112424624451}), (, {'error': 0.22024972790329123}), (, {'error': 0.2599941890450881}), (, {'error': 0.39785460761500824}), (, {'error': 0.2454782749999147}), (, {'error': 0.20591612604548182})]) -Toy 21/25 -Time taken: 1 h, 54 min -Projected time left: 21 min, 48 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=994 (994 total) | -| EDM = 9.9E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297386.5309962065 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.20 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.433 | 0.017 | | | -2 | 2 | | -| 3 | phi_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 11| bplus_2 | -0.16 | 0.08 | | | -2 | 2 | | -| 12| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -1.621 | 0.027 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.38 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.8 | 1.5 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.60 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.34 | 0.22 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.03 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.28 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.202 0.016 -0.021 -0.027 -0.159 -0.007 0.066 -0.111 -0.567 -0.032 0.144 -0.009 -0.048 -0.006 -0.253 -0.031 -0.185 0.002 0.366 0.081 -0.004 0.061 -0.208 | -| p4415_s | 0.202 1.000 0.017 -0.002 0.016 -0.040 0.004 0.336 0.041 -0.118 0.119 -0.075 0.029 -0.015 -0.000 -0.019 -0.005 -0.063 -0.004 0.193 0.009 -0.002 0.020 -0.163 | -| bplus_0 | 0.016 0.017 1.000 0.019 0.259 0.011 0.062 0.032 0.027 0.018 -0.770 0.004 -0.007 -0.059 0.007 0.023 -0.002 0.034 0.000 -0.026 0.045 0.001 0.060 0.017 | -| phi_p | -0.021 -0.002 0.019 1.000 0.143 0.015 0.023 -0.027 -0.004 -0.001 -0.017 -0.093 -0.006 0.008 -0.040 -0.008 0.858 0.007 0.002 -0.028 -0.012 0.001 -0.230 -0.024 | -| rho_s | -0.027 0.016 0.259 0.143 1.000 0.092 0.372 -0.029 0.035 0.018 -0.140 -0.155 0.005 0.070 0.116 0.005 0.095 0.052 0.002 -0.066 0.013 0.000 -0.009 -0.034 | -| DDstar_p | -0.159 -0.040 0.011 0.015 0.092 1.000 0.022 -0.088 -0.168 0.272 0.445 -0.300 -0.001 0.191 0.005 0.174 0.019 0.283 0.057 -0.082 0.196 -0.003 0.006 -0.014 | -| omega_p | -0.007 0.004 0.062 0.023 0.372 0.022 1.000 -0.007 0.008 -0.001 -0.033 -0.035 -0.004 -0.011 0.894 -0.004 0.051 0.009 0.001 -0.014 -0.001 0.001 0.079 -0.011 | -| p4160_s | 0.066 0.336 0.032 -0.027 -0.029 -0.088 -0.007 1.000 -0.105 -0.176 -0.025 0.171 -0.080 -0.060 -0.008 0.278 -0.040 -0.085 0.010 0.271 -0.002 0.003 0.082 -0.135 | -| Dbar_p | -0.111 0.041 0.027 -0.004 0.035 -0.168 0.008 -0.105 1.000 0.026 0.215 -0.083 -0.034 0.243 -0.001 -0.055 -0.009 0.373 0.004 -0.374 -0.048 0.040 0.042 -0.104 | -| p4160_p | -0.567 -0.118 0.018 -0.001 0.018 0.272 -0.001 -0.176 0.026 1.000 0.051 -0.105 -0.140 0.005 -0.004 0.254 0.000 0.250 0.074 -0.398 0.023 0.046 -0.010 0.292 | -| bplus_1 | -0.032 0.119 -0.770 -0.017 -0.140 0.445 -0.033 -0.025 0.215 0.051 1.000 -0.355 0.027 0.122 -0.002 0.030 -0.000 0.198 0.006 -0.200 0.097 0.001 -0.012 -0.102 | -| bplus_2 | 0.144 -0.075 0.004 -0.093 -0.155 -0.300 -0.035 0.171 -0.083 -0.105 -0.355 1.000 0.001 0.063 -0.026 -0.080 -0.136 -0.132 -0.000 0.686 -0.119 0.003 0.279 0.191 | -| psi2s_p | -0.009 0.029 -0.007 -0.006 0.005 -0.001 -0.004 -0.080 -0.034 -0.140 0.027 0.001 1.000 -0.019 -0.006 -0.222 -0.007 0.015 0.040 0.192 -0.422 0.041 0.002 -0.104 | -| jpsi_p | -0.048 -0.015 -0.059 0.008 0.070 0.191 -0.011 -0.060 0.243 0.005 0.122 0.063 -0.019 1.000 -0.022 -0.071 0.019 0.124 0.090 0.163 -0.022 0.075 -0.081 -0.038 | -| omega_s | -0.006 -0.000 0.007 -0.040 0.116 0.005 0.894 -0.008 -0.001 -0.004 -0.002 -0.026 -0.006 -0.022 1.000 -0.005 0.009 -0.001 0.001 -0.010 -0.006 0.001 0.056 -0.009 | -| p4040_p | -0.253 -0.019 0.023 -0.008 0.005 0.174 -0.004 0.278 -0.055 0.254 0.030 -0.080 -0.222 -0.071 -0.005 1.000 -0.010 0.187 0.053 -0.292 -0.029 0.039 0.007 0.154 | -| phi_s | -0.031 -0.005 -0.002 0.858 0.095 0.019 0.051 -0.040 -0.009 0.000 -0.000 -0.136 -0.007 0.019 0.009 -0.010 1.000 0.007 0.002 -0.047 -0.018 0.000 -0.193 -0.034 | -| p3770_p | -0.185 -0.063 0.034 0.007 0.052 0.283 0.009 -0.085 0.373 0.250 0.198 -0.132 0.015 0.124 -0.001 0.187 0.007 1.000 0.040 -0.263 -0.208 0.053 0.001 0.037 | -| DDstar_s | 0.002 -0.004 0.000 0.002 0.002 0.057 0.001 0.010 0.004 0.074 0.006 -0.000 0.040 0.090 0.001 0.053 0.002 0.040 1.000 -0.010 0.043 -0.004 -0.001 0.049 | -| Ctt | 0.366 0.193 -0.026 -0.028 -0.066 -0.082 -0.014 0.271 -0.374 -0.398 -0.200 0.686 0.192 0.163 -0.010 -0.292 -0.047 -0.263 -0.010 1.000 -0.170 -0.002 0.113 -0.004 | -| p3770_s | 0.081 0.009 0.045 -0.012 0.013 0.196 -0.001 -0.002 -0.048 0.023 0.097 -0.119 -0.422 -0.022 -0.006 -0.029 -0.018 -0.208 0.043 -0.170 1.000 0.042 0.027 -0.012 | -| Dbar_s | -0.004 -0.002 0.001 0.001 0.000 -0.003 0.001 0.003 0.040 0.046 0.001 0.003 0.041 0.075 0.001 0.039 0.000 0.053 -0.004 -0.002 0.042 1.000 0.001 0.025 | -| rho_p | 0.061 0.020 0.060 -0.230 -0.009 0.006 0.079 0.082 0.042 -0.010 -0.012 0.279 0.002 -0.081 0.056 0.007 -0.193 0.001 -0.001 0.113 0.027 0.001 1.000 0.057 | -| p4415_p | -0.208 -0.163 0.017 -0.024 -0.034 -0.014 -0.011 -0.135 -0.104 0.292 -0.102 0.191 -0.104 -0.038 -0.009 0.154 -0.034 0.037 0.049 -0.004 -0.012 0.025 0.057 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17289922550235387}), (, {'error': 0.1923880855529564}), (, {'error': 0.01685623043374118}), (, {'error': 0.3504190379171299}), (, {'error': 0.3240223064579153}), (, {'error': 0.3983021529311255}), (, {'error': 0.46723774012926533}), (, {'error': 0.16567809522307408}), (, {'error': 0.3833836983369485}), (, {'error': 0.1038601254612006}), (, {'error': 0.03845231089920664}), (, {'error': 0.08427187639299327}), (, {'error': 0.031694234512996466}), (, {'error': 0.02678050667330867}), (, {'error': 3.910950721810511}), (, {'error': 0.17247186310799423}), (, {'error': 1.542648542129422}), (, {'error': 0.11183560712855112}), (, {'error': 0.032156302918348784}), (, {'error': 0.22325899194174825}), (, {'error': 0.23221390063641145}), (, {'error': 0.026436587101552084}), (, {'error': 0.5915903901463251}), (, {'error': 0.17399077248046746})]) -Toy 22/25 -Time taken: 2 h -Projected time left: 16 min, 21 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1645 (1645 total) | -| EDM = 0.00044 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297279.6125084805 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.15 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 0.56 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 3 | phi_p | -0.51 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 2.1 | 1.4 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.51 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 11| bplus_2 | 0.74 | 0.11 | | | -2 | 2 | | -| 12| psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -4.568 | 0.028 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 7.5 | 1.6 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -3.51 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 15.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 4.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 19| Ctt | -1.36 | 0.24 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.05 | 0.23 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 22| rho_p | 5.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.097 -0.006 0.002 0.019 -0.129 0.004 -0.011 -0.102 0.008 -0.036 -0.184 0.159 -0.213 -0.014 -0.156 -0.027 -0.176 0.012 0.376 -0.105 0.009 0.046 -0.159 | -| p4415_s | 0.097 1.000 -0.031 0.004 0.015 0.001 0.003 -0.002 0.017 -0.005 -0.013 -0.083 0.072 -0.122 -0.014 0.161 -0.026 -0.086 0.004 0.275 -0.050 0.002 0.044 -0.031 | -| bplus_0 | -0.006 -0.031 1.000 -0.038 0.117 0.076 0.066 0.002 0.060 0.001 -0.942 -0.398 0.008 -0.093 0.137 -0.032 0.085 0.067 0.012 0.035 0.008 0.014 -0.264 -0.020 | -| phi_p | 0.002 0.004 -0.038 1.000 0.023 -0.002 -0.006 -0.000 -0.004 -0.000 0.030 -0.003 0.000 0.001 -0.041 0.006 0.335 -0.009 -0.002 0.001 -0.000 -0.002 0.090 0.005 | -| rho_s | 0.019 0.015 0.117 0.023 1.000 0.005 -0.084 -0.000 0.009 -0.001 -0.106 -0.174 0.017 -0.024 0.069 0.028 0.018 -0.012 0.001 0.072 -0.001 -0.000 0.035 0.035 | -| DDstar_p | -0.129 0.001 0.076 -0.002 0.005 1.000 0.011 0.010 -0.182 -0.005 0.123 -0.005 0.138 0.416 0.033 0.277 0.028 -0.023 0.014 -0.205 0.072 -0.021 -0.079 0.177 | -| omega_p | 0.004 0.003 0.066 -0.006 -0.084 0.011 1.000 0.000 0.008 -0.000 -0.060 -0.069 0.006 -0.012 0.771 0.011 0.011 -0.005 0.001 0.022 0.001 0.000 -0.019 0.014 | -| p4160_s | -0.011 -0.002 0.002 -0.000 -0.000 0.010 0.000 1.000 0.004 -0.002 0.002 0.005 -0.003 0.012 0.001 -0.009 0.001 0.006 -0.001 -0.015 0.006 -0.001 -0.002 0.011 | -| Dbar_p | -0.102 0.017 0.060 -0.004 0.009 -0.182 0.008 0.004 1.000 -0.004 0.061 -0.121 0.276 0.078 0.018 0.249 0.011 -0.109 -0.009 0.412 0.221 0.026 -0.041 0.135 | -| p4160_p | 0.008 -0.005 0.001 -0.000 -0.001 -0.005 -0.000 -0.002 -0.004 1.000 -0.002 0.003 -0.000 -0.001 0.000 -0.002 0.001 0.000 -0.000 -0.004 -0.001 -0.000 -0.001 0.001 | -| bplus_1 | -0.036 -0.013 -0.942 0.030 -0.106 0.123 -0.060 0.002 0.061 -0.002 1.000 0.219 0.069 0.109 -0.123 0.117 -0.082 -0.074 0.009 0.092 0.003 0.002 0.223 0.130 | -| bplus_2 | -0.184 -0.083 -0.398 -0.003 -0.174 -0.005 -0.069 0.005 -0.121 0.003 0.219 1.000 -0.157 0.365 -0.026 -0.122 0.083 0.045 -0.022 -0.729 0.144 -0.026 -0.071 -0.233 | -| psi2s_p | 0.159 0.072 0.008 0.000 0.017 0.138 0.006 -0.003 0.276 -0.000 0.069 -0.157 1.000 0.048 -0.000 -0.003 -0.013 0.047 -0.008 0.341 -0.409 -0.008 0.008 0.023 | -| jpsi_p | -0.213 -0.122 -0.093 0.001 -0.024 0.416 -0.012 0.012 0.078 -0.001 0.109 0.365 0.048 1.000 -0.006 0.102 0.005 -0.005 -0.029 -0.459 0.202 -0.054 -0.014 0.039 | -| omega_s | -0.014 -0.014 0.137 -0.041 0.069 0.033 0.771 0.001 0.018 0.000 -0.123 -0.026 -0.000 -0.006 1.000 -0.004 0.025 0.010 0.003 -0.016 0.007 0.003 -0.227 -0.004 | -| p4040_p | -0.156 0.161 -0.032 0.006 0.028 0.277 0.011 -0.009 0.249 -0.002 0.117 -0.122 -0.003 0.102 -0.004 1.000 -0.028 -0.013 -0.005 0.143 0.171 0.003 0.031 0.043 | -| phi_s | -0.027 -0.026 0.085 0.335 0.018 0.028 0.011 0.001 0.011 0.001 -0.082 0.083 -0.013 0.005 0.025 -0.028 1.000 0.019 0.002 -0.068 0.006 0.003 0.046 -0.031 | -| p3770_p | -0.176 -0.086 0.067 -0.009 -0.012 -0.023 -0.005 0.006 -0.109 0.000 -0.074 0.045 0.047 -0.005 0.010 -0.013 0.019 1.000 -0.029 -0.155 -0.136 -0.059 -0.045 0.038 | -| DDstar_s | 0.012 0.004 0.012 -0.002 0.001 0.014 0.001 -0.001 -0.009 -0.000 0.009 -0.022 -0.008 -0.029 0.003 -0.005 0.002 -0.029 1.000 0.004 -0.024 -0.003 -0.008 0.007 | -| Ctt | 0.376 0.275 0.035 0.001 0.072 -0.205 0.022 -0.015 0.412 -0.004 0.092 -0.729 0.341 -0.459 -0.016 0.143 -0.068 -0.155 0.004 1.000 -0.226 0.034 0.079 0.105 | -| p3770_s | -0.105 -0.050 0.008 -0.000 -0.001 0.072 0.001 0.006 0.221 -0.001 0.003 0.144 -0.409 0.202 0.007 0.171 0.006 -0.136 -0.024 -0.226 1.000 -0.024 -0.021 0.054 | -| Dbar_s | 0.009 0.002 0.014 -0.002 -0.000 -0.021 0.000 -0.001 0.026 -0.000 0.002 -0.026 -0.008 -0.054 0.003 0.003 0.003 -0.059 -0.003 0.034 -0.024 1.000 -0.008 0.013 | -| rho_p | 0.046 0.044 -0.264 0.090 0.035 -0.079 -0.019 -0.002 -0.041 -0.001 0.223 -0.071 0.008 -0.014 -0.227 0.031 0.046 -0.045 -0.008 0.079 -0.021 -0.008 1.000 0.037 | -| p4415_p | -0.159 -0.031 -0.020 0.005 0.035 0.177 0.014 0.011 0.135 0.001 0.130 -0.233 0.023 0.039 -0.004 0.043 -0.031 0.038 0.007 0.105 0.054 0.013 0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17812723039660233}), (, {'error': 0.1893455150254889}), (, {'error': 0.03530178348010948}), (, {'error': 0.1655229648430634}), (, {'error': 1.3870919526194037}), (, {'error': 0.37173336659531153}), (, {'error': 0.2698769350972756}), (, {'error': 0.015404349877573942}), (, {'error': 0.3560076260373588}), (, {'error': 0.01036572899112409}), (, {'error': 0.06245257608011623}), (, {'error': 0.10650719587239443}), (, {'error': 0.03296588660704991}), (, {'error': 0.02808816910516665}), (, {'error': 1.5757247519519741}), (, {'error': 0.14001361459178696}), (, {'error': 0.9430801777448607}), (, {'error': 0.10199245124186351}), (, {'error': 0.020186535366596786}), (, {'error': 0.23677440212429057}), (, {'error': 0.23214891730720577}), (, {'error': 0.02293551889199255}), (, {'error': 0.20666369745174507}), (, {'error': 0.36290907869527267})]) -Toy 23/25 -Time taken: 2 h, 7 min -Projected time left: 11 min, 2 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1351 (1351 total) | -| EDM = 0.000223 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297055.7985039677 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.13 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | 0.465 | 0.009 | | | -2 | 2 | | -| 3 | phi_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | -6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.46 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | -2.4 | 2.0 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.86 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | -0.900 | 0.019 | | | -2 | 2 | | -| 11| bplus_2 | -0.10 | 0.07 | | | -2 | 2 | | -| 12| psi2s_p | 1.803 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | 1.619 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 6.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | 3.62 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.8 | 1.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.23 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | -0.004 | 0.426 | | | -0.3 | 0.3 | | -| 19| Ctt | 0.50 | 0.26 | | | -1.5 | 1.5 | | -| 20| p3770_s | 2.38 | 0.26 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | 0.15 | 0.48 | | | -0.3 | 0.3 | | -| 22| rho_p | 0.35 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -2.38 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.176 -0.023 -0.005 0.014 0.172 0.003 0.094 0.091 -0.429 -0.045 0.078 0.011 0.080 0.006 -0.177 -0.013 -0.037 -0.179 0.054 0.058 -0.068 0.038 -0.143 | -| p4415_s | 0.176 1.000 0.082 0.003 0.032 0.282 0.001 0.280 0.287 -0.051 0.079 0.065 0.010 0.120 -0.007 -0.091 -0.006 0.084 -0.310 -0.143 -0.121 -0.266 0.014 -0.138 | -| bplus_0 | -0.023 0.082 1.000 0.010 0.143 -0.081 -0.012 0.013 0.104 -0.038 -0.218 -0.097 -0.039 0.001 -0.064 -0.046 -0.003 0.157 0.099 -0.098 -0.007 -0.111 -0.094 -0.113 | -| phi_p | -0.005 0.003 0.010 1.000 -0.081 0.005 0.005 -0.006 0.004 -0.006 -0.007 -0.023 -0.005 -0.034 -0.120 -0.008 0.919 0.007 -0.003 -0.003 -0.008 -0.010 -0.102 -0.009 | -| rho_s | 0.014 0.032 0.143 -0.081 1.000 0.037 -0.018 0.023 0.086 -0.013 0.056 0.147 -0.011 0.032 -0.092 -0.029 -0.075 0.061 -0.038 -0.053 -0.026 -0.085 0.159 -0.007 | -| DDstar_p | 0.172 0.282 -0.081 0.005 0.037 1.000 0.007 0.094 0.851 -0.058 -0.130 0.448 0.029 0.556 0.007 -0.296 -0.015 0.395 -0.931 -0.750 -0.396 -0.836 0.082 0.028 | -| omega_p | 0.003 0.001 -0.012 0.005 -0.018 0.007 1.000 0.003 0.002 0.000 -0.000 0.014 0.001 0.002 0.270 -0.000 0.012 -0.002 -0.008 -0.002 -0.001 -0.003 0.053 0.004 | -| p4160_s | 0.094 0.280 0.013 -0.006 0.023 0.094 0.003 1.000 0.030 -0.141 -0.008 0.081 -0.025 0.012 0.003 0.250 -0.015 -0.028 -0.095 0.087 0.018 -0.014 0.036 -0.154 | -| Dbar_p | 0.091 0.287 0.104 0.004 0.086 0.851 0.002 0.030 1.000 -0.202 0.077 0.487 -0.107 0.409 -0.014 -0.437 -0.021 0.465 -0.896 -0.849 -0.530 -0.927 0.059 -0.119 | -| p4160_p | -0.429 -0.051 -0.038 -0.006 -0.013 -0.058 0.000 -0.141 -0.202 1.000 -0.055 -0.026 0.015 0.119 0.004 0.293 -0.006 0.137 0.130 -0.013 0.110 0.060 0.005 0.295 | -| bplus_1 | -0.045 0.079 -0.218 -0.007 0.056 -0.130 -0.000 -0.008 0.077 -0.055 1.000 -0.187 -0.047 -0.038 -0.007 -0.054 -0.011 0.148 0.156 -0.079 -0.010 -0.089 0.012 -0.145 | -| bplus_2 | 0.078 0.065 -0.097 -0.023 0.147 0.448 0.014 0.081 0.487 -0.026 -0.187 1.000 -0.019 0.169 0.015 -0.162 -0.069 0.246 -0.483 -0.177 -0.244 -0.458 0.202 0.101 | -| psi2s_p | 0.011 0.010 -0.039 -0.005 -0.011 0.029 0.001 -0.025 -0.107 0.015 -0.047 -0.019 1.000 0.138 0.004 -0.043 -0.005 0.013 -0.006 0.173 -0.154 0.010 0.004 0.008 | -| jpsi_p | 0.080 0.120 0.001 -0.034 0.032 0.556 0.002 0.012 0.409 0.119 -0.038 0.169 0.138 1.000 -0.001 -0.074 -0.053 0.319 -0.548 -0.525 -0.093 -0.555 0.058 0.066 | -| omega_s | 0.006 -0.007 -0.064 -0.120 -0.092 0.007 0.270 0.003 -0.014 0.004 -0.007 0.015 0.004 -0.001 1.000 0.007 -0.090 -0.020 -0.009 0.009 0.005 0.014 0.497 0.014 | -| p4040_p | -0.177 -0.091 -0.046 -0.008 -0.029 -0.296 -0.000 0.250 -0.437 0.293 -0.054 -0.162 -0.043 -0.074 0.007 1.000 -0.003 -0.037 0.352 0.244 0.182 0.331 -0.007 0.187 | -| phi_s | -0.013 -0.006 -0.003 0.919 -0.075 -0.015 0.012 -0.015 -0.021 -0.006 -0.011 -0.069 -0.005 -0.053 -0.090 -0.003 1.000 -0.008 0.019 0.013 -0.002 0.015 -0.067 -0.013 | -| p3770_p | -0.037 0.084 0.157 0.007 0.061 0.395 -0.002 -0.028 0.465 0.137 0.148 0.246 0.013 0.319 -0.020 -0.037 -0.008 1.000 -0.400 -0.477 -0.365 -0.580 0.010 0.018 | -| DDstar_s | -0.179 -0.310 0.099 -0.003 -0.038 -0.931 -0.008 -0.095 -0.896 0.130 0.156 -0.483 -0.006 -0.548 -0.009 0.352 0.019 -0.400 1.000 0.790 0.444 0.898 -0.091 0.008 | -| Ctt | 0.054 -0.143 -0.098 -0.003 -0.053 -0.750 -0.002 0.087 -0.849 -0.013 -0.079 -0.177 0.173 -0.525 0.009 0.244 0.013 -0.477 0.790 1.000 0.400 0.849 -0.035 0.046 | -| p3770_s | 0.058 -0.121 -0.007 -0.008 -0.026 -0.396 -0.001 0.018 -0.530 0.110 -0.010 -0.244 -0.154 -0.093 0.005 0.182 -0.002 -0.365 0.444 0.400 1.000 0.438 -0.014 0.073 | -| Dbar_s | -0.068 -0.266 -0.111 -0.010 -0.085 -0.836 -0.003 -0.014 -0.927 0.060 -0.089 -0.458 0.010 -0.555 0.014 0.331 0.015 -0.580 0.898 0.849 0.438 1.000 -0.058 0.063 | -| rho_p | 0.038 0.014 -0.094 -0.102 0.159 0.082 0.053 0.036 0.059 0.005 0.012 0.202 0.004 0.058 0.497 -0.007 -0.067 0.010 -0.091 -0.035 -0.014 -0.058 1.000 0.042 | -| p4415_p | -0.143 -0.138 -0.113 -0.009 -0.007 0.028 0.004 -0.154 -0.119 0.295 -0.145 0.101 0.008 0.066 0.014 0.187 -0.013 0.018 0.008 0.046 0.073 0.063 0.042 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15579478740412822}), (, {'error': 0.18532124467620786}), (, {'error': 0.009192359049805754}), (, {'error': 0.47981132899900736}), (, {'error': 0.33718461165969627}), (, {'error': 8.38547649079998}), (, {'error': 0.27118843608517107}), (, {'error': 0.15280163411160652}), (, {'error': 2.021723423371323}), (, {'error': 0.08894233995759127}), (, {'error': 0.018552734804979876}), (, {'error': 0.06933479272695475}), (, {'error': 0.030918157305703353}), (, {'error': 0.03026250408633091}), (, {'error': 0.9190882528220143}), (, {'error': 0.1682053741249474}), (, {'error': 1.8586616177416388}), (, {'error': 0.13671234383399078}), (, {'error': 0.42589052071930267}), (, {'error': 0.26457318122623597}), (, {'error': 0.255022371732738}), (, {'error': 0.4817452414653251}), (, {'error': 0.27611824537924434}), (, {'error': 0.17506729137257193})]) -Toy 24/25 -Time taken: 2 h, 13 min -Projected time left: 5 min, 33 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=182 (182 total) | -| EDM = 6.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297334.63620029856 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.13 | 0.09 | | |0.00501244| 2.01499 | | -| 1 | p4415_s | 1.49 | 0.10 | | |0.126447 | 2.35355 | | -| 2 | bplus_0 | -1.028 | 0.006 | | | -2 | 2 | | -| 3 | phi_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 4 | rho_s | 1.92 | 0.16 | | |0.0253049| 2.0747 | | -| 5 | DDstar_p | 3.24 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | omega_p | 0.33 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.43 | 0.09 | | | 0.71676 | 3.68324 | | -| 8 | Dbar_p | 2.41 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.43 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| bplus_1 | 1.858 | 0.011 | | | -2 | 2 | | -| 11| bplus_2 | 0.31 | 0.06 | | | -2 | 2 | | -| 12| psi2s_p | 1.912 | 0.017 | | |-6.28319 | 6.28319 | | -| 13| jpsi_p | -1.672 | 0.015 | | |-6.28319 | 6.28319 | | -| 14| omega_s | 5.5 | 0.6 | | | 4.19232 | 9.40768 | | -| 15| p4040_p | -2.24 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17 | 4 | | | 14.8182 | 23.5818 | | -| 17| p3770_p | 3.68 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| DDstar_s | 0.152 | 0.026 | | | -0.3 | 0.3 | | -| 19| Ctt | -0.71 | 0.06 | | | -1.5 | 1.5 | | -| 20| p3770_s | 3.54 | 0.12 | | |0.918861 | 4.08114 | | -| 21| Dbar_s | -0.300 | 0.009 | | | -0.3 | 0.3 | | -| 22| rho_p | -0.13 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| p4415_p | -1.98 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s p4415_s bplus_0 phi_p rho_s DDstar_p omega_p p4160_s Dbar_p p4160_p bplus_1 bplus_2 psi2s_p jpsi_p omega_s p4040_p phi_s p3770_p DDstar_s Ctt p3770_s Dbar_s rho_p p4415_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.025 -0.068 0.038 0.001 -0.088 0.019 -0.052 -0.039 -0.152 -0.064 -0.032 -0.043 -0.011 -0.011 -0.012 0.038 0.013 0.081 0.071 0.037 0.009 0.014 -0.048 | -| p4415_s | 0.025 1.000 -0.080 0.008 -0.001 0.023 0.004 0.079 -0.015 0.062 -0.081 0.034 -0.018 -0.015 -0.002 0.029 0.008 -0.017 0.085 0.117 0.001 -0.002 -0.001 -0.030 | -| bplus_0 | -0.068 -0.080 1.000 -0.178 -0.027 0.042 -0.090 -0.073 -0.140 0.020 -0.189 -0.048 -0.038 0.099 0.048 0.010 -0.177 -0.003 0.184 0.009 -0.046 0.009 -0.085 -0.022 | -| phi_p | 0.038 0.008 -0.178 1.000 0.100 -0.142 0.482 0.042 0.047 0.002 -0.138 -0.415 -0.013 -0.342 -0.259 -0.004 0.998 -0.036 0.042 -0.084 0.023 0.022 0.217 0.030 | -| rho_s | 0.001 -0.001 -0.027 0.100 1.000 -0.013 0.103 0.001 -0.000 -0.001 -0.019 -0.034 -0.003 -0.028 -0.166 -0.002 0.099 -0.005 0.008 -0.011 -0.002 0.002 0.118 0.001 | -| DDstar_p | -0.088 0.023 0.042 -0.142 -0.013 1.000 -0.071 -0.034 0.097 -0.160 0.038 0.034 -0.151 -0.123 0.035 -0.110 -0.142 -0.079 0.141 -0.021 -0.138 0.029 -0.042 -0.087 | -| omega_p | 0.019 0.004 -0.090 0.482 0.103 -0.071 1.000 0.021 0.023 0.001 -0.070 -0.208 -0.006 -0.169 0.096 -0.002 0.482 -0.018 0.022 -0.043 0.011 0.011 0.064 0.015 | -| p4160_s | -0.052 0.079 -0.073 0.042 0.001 -0.034 0.021 1.000 -0.039 -0.029 -0.070 -0.048 -0.043 -0.019 -0.012 0.150 0.042 0.000 0.078 0.082 0.010 0.004 0.013 -0.074 | -| Dbar_p | -0.039 -0.015 -0.140 0.047 -0.000 0.097 0.023 -0.039 1.000 0.007 -0.136 -0.103 0.022 0.124 -0.012 -0.008 0.047 0.119 0.159 -0.071 0.015 0.018 0.002 -0.032 | -| p4160_p | -0.152 0.062 0.020 0.002 -0.001 -0.160 0.001 -0.029 0.007 1.000 0.022 -0.054 -0.008 0.038 -0.001 0.007 0.002 0.056 -0.052 -0.136 -0.000 0.016 0.002 0.089 | -| bplus_1 | -0.064 -0.081 -0.189 -0.138 -0.019 0.038 -0.070 -0.070 -0.136 0.022 1.000 -0.057 -0.038 0.083 0.036 0.011 -0.136 -0.006 0.184 0.011 -0.045 0.009 -0.076 -0.018 | -| bplus_2 | -0.032 0.034 -0.048 -0.415 -0.034 0.034 -0.208 -0.048 -0.103 -0.054 -0.057 1.000 0.019 0.169 0.111 -0.038 -0.411 -0.001 0.028 -0.174 -0.045 0.005 -0.184 -0.072 | -| psi2s_p | -0.043 -0.018 -0.038 -0.013 -0.003 -0.151 -0.006 -0.043 0.022 -0.008 -0.038 0.019 1.000 0.016 0.002 -0.050 -0.014 0.002 0.036 0.057 -0.151 0.022 0.001 -0.019 | -| jpsi_p | -0.011 -0.015 0.099 -0.342 -0.028 -0.123 -0.169 -0.019 0.124 0.038 0.083 0.169 0.016 1.000 0.086 0.024 -0.341 0.034 -0.089 0.126 0.026 -0.001 -0.107 0.008 | -| omega_s | -0.011 -0.002 0.048 -0.259 -0.166 0.035 0.096 -0.012 -0.012 -0.001 0.036 0.111 0.002 0.086 1.000 0.000 -0.257 0.009 -0.011 0.023 -0.008 -0.006 0.092 -0.008 | -| p4040_p | -0.012 0.029 0.010 -0.004 -0.002 -0.110 -0.002 0.150 -0.008 0.007 0.011 -0.038 -0.050 0.024 0.000 1.000 -0.005 0.050 -0.031 -0.131 -0.043 0.018 -0.000 0.050 | -| phi_s | 0.038 0.008 -0.177 0.998 0.099 -0.142 0.482 0.042 0.047 0.002 -0.136 -0.411 -0.014 -0.341 -0.257 -0.005 1.000 -0.036 0.042 -0.083 0.023 0.022 0.220 0.030 | -| p3770_p | 0.013 -0.017 -0.003 -0.036 -0.005 -0.079 -0.018 0.000 0.119 0.056 -0.006 -0.001 0.002 0.034 0.009 0.050 -0.036 1.000 -0.064 -0.049 -0.103 0.012 -0.014 0.024 | -| DDstar_s | 0.081 0.085 0.184 0.042 0.008 0.141 0.022 0.078 0.159 -0.052 0.184 0.028 0.036 -0.089 -0.011 -0.031 0.042 -0.064 1.000 -0.049 -0.005 -0.006 0.030 0.033 | -| Ctt | 0.071 0.117 0.009 -0.084 -0.011 -0.021 -0.043 0.082 -0.071 -0.136 0.011 -0.174 0.057 0.126 0.023 -0.131 -0.083 -0.049 -0.049 1.000 -0.077 0.017 -0.045 -0.016 | -| p3770_s | 0.037 0.001 -0.046 0.023 -0.002 -0.138 0.011 0.010 0.015 -0.000 -0.045 -0.045 -0.151 0.026 -0.008 -0.043 0.023 -0.103 -0.005 -0.077 1.000 0.026 0.008 0.008 | -| Dbar_s | 0.009 -0.002 0.009 0.022 0.002 0.029 0.011 0.004 0.018 0.016 0.009 0.005 0.022 -0.001 -0.006 0.018 0.022 0.012 -0.006 0.017 0.026 1.000 0.008 0.008 | -| rho_p | 0.014 -0.001 -0.085 0.217 0.118 -0.042 0.064 0.013 0.002 0.002 -0.076 -0.184 0.001 -0.107 0.092 -0.000 0.220 -0.014 0.030 -0.045 0.008 0.008 1.000 0.011 | -| p4415_p | -0.048 -0.030 -0.022 0.030 0.001 -0.087 0.015 -0.074 -0.032 0.089 -0.018 -0.072 -0.019 0.008 -0.008 0.050 0.030 0.024 0.033 -0.016 0.008 0.008 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08565089040362017}), (, {'error': 0.10378079104147175}), (, {'error': 0.006234843346425989}), (, {'error': 8.998766530996065}), (, {'error': 0.15926263601508284}), (, {'error': 0.3021491878040168}), (, {'error': 0.16131705279262398}), (, {'error': 0.08691557172261}), (, {'error': 0.10803060532824738}), (, {'error': 0.046072443116944584}), (, {'error': 0.011378297219499567}), (, {'error': 0.060472060228845104}), (, {'error': 0.017068857495685208}), (, {'error': 0.014766657763575441}), (, {'error': 0.6313215999995618}), (, {'error': 0.08526577243441191}), (, {'error': 4.49434999352088}), (, {'error': 0.05177365584429516}), (, {'error': 0.026405999651213846}), (, {'error': 0.06172250222637027}), (, {'error': 0.1233692527495247}), (, {'error': 0.009086767454327349}), (, {'error': 0.09770149226979852}), (, {'error': 0.08409320127684161})]) -Toy 25/25 -Time taken: 2 h, 16 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.43128031478849715 -Mean Ctt error = 0.2206914039937598 -95 Sensitivy = 0.00040911944469259 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247864.out b/finished fits/ff1data1/slurm-2247864.out deleted file mode 100644 index ff21491..0000000 --- a/finished fits/ff1data1/slurm-2247864.out +++ /dev/null @@ -1,5471 +0,0 @@ -Simulation starting -2019-09-05 18:03:56.958807: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 18:03:57.269624: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 18:03:57.276182: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:03:57.342886: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:03:57.368120: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:03:57.457577: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:03:57.518742: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:03:57.550405: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:03:57.668376: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:03:57.674320: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:03:57.674816: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 18:03:57.700484: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 18:03:57.700840: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55779a3348f0 executing computations on platform Host. Devices: -2019-09-05 18:03:57.700874: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 18:03:57.703947: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 18:03:57.704011: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:03:57.704041: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:03:57.704070: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:03:57.704097: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:03:57.704124: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:03:57.704152: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:03:57.704180: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:03:57.710309: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:03:57.710431: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:03:57.948473: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 18:03:57.948524: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 18:03:57.948540: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 18:03:57.956941: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:11:00.0, compute capability: 3.7) -2019-09-05 18:03:57.959489: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55779a890d70 executing computations on platform CUDA. Devices: -2019-09-05 18:03:57.959513: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 18:04:02.740384 139837845919488 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 18:04:02.797330 139837845919488 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 18:04:03.287126 139837845919488 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 18:04:33.036107: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 18:04:42.115572 139837845919488 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326013.2894372 Edm = 229.392 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326013.2894372 Edm = 229.392 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309432.6021419 Edm = 18.8243 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 305559.0964059 Edm = 197.147 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 304647.8031445 Edm = 21.0307 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298756.4835132 Edm = 2553.97 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298744.026639 Edm = 19.4829 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298316.8178986 Edm = 0.293027 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298316.0826365 Edm = 0.284221 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297936.2803429 Edm = 104.248 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 297920.8682064 Edm = 40.5666 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297896.9845074 Edm = 1.24059 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297895.5741083 Edm = 0.0467359 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297895.3191239 Edm = 0.176775 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297847.8216181 Edm = 16.4175 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297818.9568093 Edm = 0.309159 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297818.390895 Edm = 0.0527656 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297818.166169 Edm = 0.150345 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297776.6324372 Edm = 19.4266 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297711.5112267 Edm = 3.31727 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297708.1346757 Edm = 0.0828986 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297707.8950867 Edm = 0.179832 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297705.8158317 Edm = 1.66166 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297655.0797015 Edm = 24.851 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297612.8932024 Edm = 3.2794 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297608.2977236 Edm = 0.552768 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297607.3348869 Edm = 0.0652922 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297607.2547541 Edm = 0.0112309 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297607.2286438 Edm = 0.00904707 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297607.1560658 Edm = 0.0545607 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297599.5431304 Edm = 5.10605 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297571.6309363 Edm = 10.1916 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297556.6485091 Edm = 4.49315 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297551.8995865 Edm = 3.22065 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297548.7459319 Edm = 0.872875 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297547.6608575 Edm = 0.459535 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297546.9067759 Edm = 0.153238 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297546.7630415 Edm = 0.0616227 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297546.6982122 Edm = 0.008221 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297546.6876045 Edm = 0.00169609 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297546.6760256 Edm = 0.00790569 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297546.0639769 Edm = 0.580838 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297540.3691927 Edm = 5.14998 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297533.1874887 Edm = 4.07049 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297531.1774854 Edm = 0.371402 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297530.8546507 Edm = 0.0273145 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297530.8164882 Edm = 0.00245228 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297530.8133022 Edm = 0.000508478 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297530.8108916 Edm = 0.0011274 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297530.794132 Edm = 0.0140411 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297529.6229958 Edm = 0.916278 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297526.9922613 Edm = 2.90342 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297523.9626576 Edm = 0.870619 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297522.2106687 Edm = 0.0579808 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297522.1555585 Edm = 0.00814398 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297522.1513235 Edm = 0.000420006 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297522.1507968 Edm = 0.00023526 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297522.1418937 Edm = 0.00612141 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297522.0991229 Edm = 0.0180544 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297521.782339 Edm = 0.263104 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297519.4599848 Edm = 0.709303 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297519.0292085 Edm = 0.171379 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297518.9224234 Edm = 0.0184984 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297518.9008268 Edm = 0.00499737 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297518.8938808 Edm = 0.000575275 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297518.8930309 Edm = 0.000192546 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297518.8925508 Edm = 0.000178979 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297518.8899299 Edm = 0.00260473 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297518.8284402 Edm = 0.0629405 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297518.8245804 Edm = 0.00371972 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297518.5262272 Edm = 0.0286629 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297518.0868078 Edm = 0.370624 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297517.6152525 Edm = 0.344189 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297517.3631558 Edm = 0.183116 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297516.96053 Edm = 0.129121 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297516.4764687 Edm = 0.381381 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297516.336983 Edm = 0.163126 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297516.0740185 Edm = 0.103413 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297515.9683544 Edm = 0.0517531 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297515.8900705 Edm = 0.00485387 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297515.8843432 Edm = 0.00114185 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297515.8826936 Edm = 0.000467173 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297515.8822059 Edm = 8.0997e-05 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297515.8819245 Edm = 0.000208993 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297515.8634218 Edm = 0.018541 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297515.7582623 Edm = 0.00206843 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297514.2863303 Edm = 0.36962 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297513.9925345 Edm = 0.1624 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297513.8428266 Edm = 0.0263209 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297513.8063633 Edm = 0.0196292 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297513.7615991 Edm = 0.0360764 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297513.7420321 Edm = 0.0341407 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297513.6372389 Edm = 0.14346 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297513.5163027 Edm = 0.202838 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297513.1655383 Edm = 0.563168 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297512.7281801 Edm = 0.290994 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297512.5798325 Edm = 0.741143 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297512.16588 Edm = 0.170571 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297511.8357635 Edm = 0.165029 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297511.7391296 Edm = 0.0936675 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297511.6405112 Edm = 0.00486418 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297511.635047 Edm = 0.000434386 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297511.6345421 Edm = 6.878e-05 NCalls = 327 -VariableMetric: After Hessian - FCN = 297511.6345421 Edm = 2.32542 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297511.6345421 Edm = 2.32542 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297511.6003698 Edm = 52.5055 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297509.4828363 Edm = 0.548614 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297508.1638211 Edm = 0.302118 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297508.0445505 Edm = 2101.22 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297507.9661543 Edm = 3875.34 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297507.6638177 Edm = 1323.07 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297507.5385928 Edm = 1108.14 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297507.2797315 Edm = 60.9165 NCalls = 831 -VariableMetric: Iteration # 111 - FCN = 297507.2178399 Edm = 93.2168 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297507.1826921 Edm = 55.0555 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297507.1237176 Edm = 34.1375 NCalls = 840 -VariableMetric: Iteration # 114 - FCN = 297507.0323211 Edm = 23.2817 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297507.0016126 Edm = 37.0403 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297506.9597916 Edm = 94.3683 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297506.8086987 Edm = 7.39526 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297506.5875845 Edm = 3.15041 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297506.3796364 Edm = 2.24674 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297506.2872442 Edm = 0.635723 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 297506.2464743 Edm = 0.399143 NCalls = 858 -VariableMetric: Iteration # 122 - FCN = 297506.2192917 Edm = 0.287038 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297506.1391716 Edm = 1.27542 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297506.0621486 Edm = 0.71653 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297506.0030022 Edm = 0.192525 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297505.9569366 Edm = 0.128613 NCalls = 868 -VariableMetric: Iteration # 127 - FCN = 297505.9275474 Edm = 0.27272 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297505.8385117 Edm = 0.678569 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 297505.7779733 Edm = 0.233592 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297505.7305655 Edm = 0.1919 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297505.6921127 Edm = 0.229309 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297505.5732792 Edm = 0.0466815 NCalls = 884 -VariableMetric: Iteration # 133 - FCN = 297505.5181334 Edm = 0.066897 NCalls = 887 -VariableMetric: Iteration # 134 - FCN = 297505.4775459 Edm = 0.0410867 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297505.4599666 Edm = 0.0421647 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297505.4349283 Edm = 0.0131365 NCalls = 894 -VariableMetric: Iteration # 137 - FCN = 297505.4167002 Edm = 0.00690475 NCalls = 896 -VariableMetric: Iteration # 138 - FCN = 297505.4059314 Edm = 0.00343766 NCalls = 898 -VariableMetric: Iteration # 139 - FCN = 297505.4004184 Edm = 0.00236829 NCalls = 900 -VariableMetric: Iteration # 140 - FCN = 297505.3979988 Edm = 0.00203469 NCalls = 901 -VariableMetric: Iteration # 141 - FCN = 297505.395118 Edm = 0.00165981 NCalls = 904 -VariableMetric: Iteration # 142 - FCN = 297505.3920193 Edm = 0.001974 NCalls = 906 -VariableMetric: Iteration # 143 - FCN = 297505.3823404 Edm = 0.00856106 NCalls = 910 -VariableMetric: Iteration # 144 - FCN = 297505.3549943 Edm = 0.0154689 NCalls = 915 -VariableMetric: Iteration # 145 - FCN = 297505.3425706 Edm = 0.0178713 NCalls = 917 -VariableMetric: Iteration # 146 - FCN = 297505.3350165 Edm = 0.00269004 NCalls = 920 -VariableMetric: Iteration # 147 - FCN = 297505.3314719 Edm = 0.00105577 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297505.3298427 Edm = 0.000990058 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297505.3290666 Edm = 0.000179553 NCalls = 926 -VariableMetric: Iteration # 150 - FCN = 297505.3288136 Edm = 7.04006e-05 NCalls = 928 -VariableMetric: After Hessian - FCN = 297505.3288136 Edm = 0.0364509 NCalls = 1417 -VariableMetric: Iteration # 151 - FCN = 297505.3288136 Edm = 0.0364509 NCalls = 1417 -VariableMetric: Iteration # 152 - FCN = 297505.3274633 Edm = 0.0101677 NCalls = 1419 -VariableMetric: Iteration # 153 - FCN = 297505.3265447 Edm = 0.000273039 NCalls = 1421 -VariableMetric: Iteration # 154 - FCN = 297505.3261198 Edm = 8.53548e-05 NCalls = 1423 -VariableMetric: Iteration # 155 - FCN = 297505.3259623 Edm = 4.41641e-05 NCalls = 1426 -VariableMetric: Iteration # 156 - FCN = 297505.3256877 Edm = 4.83159e-05 NCalls = 1429 -VariableMetric: Iteration # 157 - FCN = 297505.3255802 Edm = 3.99295e-05 NCalls = 1431 -VariableMetric: After Hessian - FCN = 297505.3255802 Edm = 0.00103842 NCalls = 1920 -VariableMetric: Iteration # 158 - FCN = 297505.3255802 Edm = 0.00103842 NCalls = 1920 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308199.1710296 Edm = 24.8616 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308199.1710296 Edm = 24.8616 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299079.8244322 Edm = 1856.52 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298922.3324275 Edm = 392.608 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298849.891248 Edm = 4.20317 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298842.3145392 Edm = 4.62635 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297564.7328921 Edm = 12.3002 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297553.3228998 Edm = 1.3985 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297541.1440465 Edm = 4.29007 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297536.7407391 Edm = 0.0778707 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297536.5777122 Edm = 0.105752 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297534.2110153 Edm = 2.86061 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297533.6026218 Edm = 0.569288 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297530.7861412 Edm = 2.28562 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297488.9161157 Edm = 7.00895 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297472.0066713 Edm = 18.5354 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297463.792743 Edm = 6.51884 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297454.1405219 Edm = 0.724166 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297452.9984596 Edm = 0.13113 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297452.8331323 Edm = 0.0401575 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297452.7293681 Edm = 0.0391342 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297450.2336492 Edm = 15.7994 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297449.3861715 Edm = 2.93764 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297447.9679002 Edm = 0.349772 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297435.5850254 Edm = 8.68233 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297422.4419592 Edm = 3.95144 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297418.631987 Edm = 1.1423 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297418.3174586 Edm = 0.0688885 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297418.235921 Edm = 0.0190902 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297417.8027604 Edm = 0.323089 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297414.9072925 Edm = 2.66411 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297406.029824 Edm = 8.07431 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297389.9074756 Edm = 42.646 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297368.1269506 Edm = 0.811747 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297367.2922289 Edm = 0.0739141 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297366.8787862 Edm = 0.232842 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297366.191564 Edm = 0.229212 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297365.5537799 Edm = 0.373303 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297361.7249682 Edm = 2.28632 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297361.5711242 Edm = 0.629267 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297360.4011324 Edm = 1.39043 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297335.9452627 Edm = 17.4804 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297282.0678662 Edm = 8.09781 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297277.6660004 Edm = 7.99151 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297273.7358801 Edm = 1.48904 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297271.6602409 Edm = 0.179703 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297271.4406114 Edm = 0.00767484 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297271.4218164 Edm = 0.00911846 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297271.2795411 Edm = 0.0995641 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297270.5755725 Edm = 0.14889 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297270.4086079 Edm = 0.0234667 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297270.282541 Edm = 0.0716585 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297270.2158057 Edm = 0.0628278 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297269.5950556 Edm = 0.552143 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297246.3375002 Edm = 12.2121 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297237.1079318 Edm = 1.81675 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297235.7811097 Edm = 0.648545 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297235.3449423 Edm = 0.0480023 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297235.314758 Edm = 0.00624864 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297235.3068742 Edm = 0.00273344 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297235.2985678 Edm = 0.00661316 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297235.1863431 Edm = 0.0868751 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297232.1076759 Edm = 2.76753 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297229.6418598 Edm = 1.53015 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297226.442833 Edm = 0.137591 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297226.2367733 Edm = 0.0564702 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297226.1788993 Edm = 0.0129238 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297226.1680798 Edm = 0.00171859 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297226.1657732 Edm = 0.000729868 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297226.1631203 Edm = 0.00220409 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297226.1373505 Edm = 0.0217344 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297225.4431673 Edm = 0.603906 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297221.4327374 Edm = 0.177321 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297221.2391289 Edm = 0.0259238 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297221.2152927 Edm = 0.000899388 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297221.2142447 Edm = 0.000201337 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297221.2135188 Edm = 0.000416337 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297221.1970003 Edm = 0.0164949 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297220.565147 Edm = 0.0558214 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297219.7859014 Edm = 0.0684458 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297219.6427905 Edm = 0.00424951 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297219.6383113 Edm = 0.000101793 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297219.6381314 Edm = 8.08316e-05 NCalls = 266 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311359.3026547 Edm = 19.3257 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311359.3026547 Edm = 19.3257 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309963.5642414 Edm = 103.522 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301424.8353232 Edm = 841.077 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 300809.5331092 Edm = 2.60338e+07 NCalls = 28 -VariableMetric: Iteration # 4 - FCN = 300151.0705554 Edm = 6.17082e+06 NCalls = 38 -VariableMetric: Iteration # 5 - FCN = 300151.0705554 Edm = 6.17082e+06 NCalls = 49 -VariableMetric: After Hessian - FCN = 300151.0705554 Edm = 7.12581e+06 NCalls = 528 -VariableMetric: Iteration # 6 - FCN = 300151.0705554 Edm = 7.12581e+06 NCalls = 528 -VariableMetric: Iteration # 7 - FCN = 300151.0705554 Edm = 7.12581e+06 NCalls = 539 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324997.1028589 Edm = 36.9319 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324997.1028589 Edm = 36.9319 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301933.0401859 Edm = 32.0344 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301764.5230795 Edm = 1271.3 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301497.9677453 Edm = 192.883 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 301433.0045826 Edm = 7.72185 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 301127.8138516 Edm = 485.358 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 300918.7826869 Edm = 328.406 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299496.6398579 Edm = 268.573 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299333.4618257 Edm = 736.824 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298028.0172972 Edm = 17.8774 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298005.1201816 Edm = 0.0909195 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298005.0090222 Edm = 0.199693 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298003.983832 Edm = 0.963579 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297927.9358331 Edm = 10.6957 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297907.9215805 Edm = 16.0144 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297865.2757336 Edm = 23.075 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297836.0212157 Edm = 18.1879 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297808.6898011 Edm = 18.8871 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297794.9190909 Edm = 16.8458 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297761.8528176 Edm = 7.37378 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297741.1165319 Edm = 33.3775 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297733.2691283 Edm = 7.71023 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297719.9311726 Edm = 1.72397 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297716.8466913 Edm = 1.72066 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297716.2135607 Edm = 0.459345 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297623.466506 Edm = 47.9958 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297486.2363237 Edm = 41.1723 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297476.4606627 Edm = 13.1269 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297472.8800362 Edm = 0.677573 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297471.3946848 Edm = 0.419099 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297469.9319051 Edm = 0.696778 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297450.7520761 Edm = 13.77 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297293.6953656 Edm = 33.3594 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297226.2631942 Edm = 3.91401 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297220.7347718 Edm = 1.10054 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297217.1796084 Edm = 1.1185 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297216.7204624 Edm = 0.395861 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297216.408438 Edm = 0.0148548 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297216.3901453 Edm = 0.00759987 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297216.2257218 Edm = 0.239038 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297215.8542179 Edm = 0.322766 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297205.6512387 Edm = 1.85963 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297201.1729453 Edm = 0.0829952 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297201.070428 Edm = 0.00917213 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297201.0491633 Edm = 0.00737529 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297200.9956692 Edm = 0.034602 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297199.8256379 Edm = 0.95448 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297194.7629026 Edm = 2.75372 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297192.9000925 Edm = 0.157802 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297192.7533505 Edm = 0.00541424 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297192.7484049 Edm = 0.000734261 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297192.7420486 Edm = 0.00584379 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297192.0088913 Edm = 0.363606 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297188.6186813 Edm = 1.12171 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297186.1780748 Edm = 0.197363 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297185.9637062 Edm = 0.126112 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297185.7980826 Edm = 0.0437218 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297185.6751818 Edm = 0.016905 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297185.6445189 Edm = 0.00404488 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297185.6353932 Edm = 0.00477786 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297185.6338318 Edm = 0.000458095 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297185.6332929 Edm = 8.69104e-05 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297185.632448 Edm = 0.000578061 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297185.623274 Edm = 0.0103191 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297185.6062151 Edm = 0.015684 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297184.66189 Edm = 3.00142 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297184.4481477 Edm = 0.409396 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297184.0496727 Edm = 0.348432 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297181.1813602 Edm = 0.950661 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297180.1513297 Edm = 0.267531 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297179.8975182 Edm = 0.0603537 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297179.7817737 Edm = 0.121292 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297179.5015191 Edm = 0.214335 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297179.3089699 Edm = 0.54511 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297178.9094817 Edm = 0.158429 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297178.7573317 Edm = 0.0599031 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297178.6843125 Edm = 0.0229311 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297178.6559708 Edm = 0.0100745 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297178.6457395 Edm = 0.00324512 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297178.6413456 Edm = 0.000767841 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297178.6379424 Edm = 0.00231591 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297178.6186409 Edm = 0.018076 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297177.7145901 Edm = 0.769746 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297172.1168638 Edm = 4.24761 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297169.7109523 Edm = 1.69081 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297168.1737959 Edm = 1.32097 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297167.3546686 Edm = 0.639792 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297166.7252174 Edm = 0.354938 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297166.2719013 Edm = 0.213941 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297166.0945788 Edm = 0.245675 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297165.8402111 Edm = 0.109404 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297165.6645119 Edm = 0.0651023 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297165.5825371 Edm = 0.00907884 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297165.5650701 Edm = 0.00107682 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297165.5635997 Edm = 0.000555204 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297165.5623692 Edm = 0.00111429 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297165.5548666 Edm = 0.00720431 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297165.3520483 Edm = 0.210038 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297165.3500973 Edm = 0.00169201 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297164.9005105 Edm = 0.0713592 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297162.14703 Edm = 1.08134 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297159.6066733 Edm = 0.266628 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297159.4158586 Edm = 0.0299046 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297159.3753845 Edm = 0.0237452 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297159.2974987 Edm = 0.0548559 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297159.2038193 Edm = 0.0553895 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297159.1741597 Edm = 0.143134 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297159.1252183 Edm = 0.00404459 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297159.1191927 Edm = 0.00159742 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297159.117685 Edm = 0.00030111 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297159.1174431 Edm = 6.60815e-05 NCalls = 345 -VariableMetric: After Hessian - FCN = 297159.1174431 Edm = 47783.4 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297159.1174431 Edm = 47783.4 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297153.7184516 Edm = 16920.2 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297152.9809004 Edm = 0.451396 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297150.1845793 Edm = 0.921436 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297148.0984503 Edm = 2.13706 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297145.7575806 Edm = 2.22834 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297141.9517874 Edm = 2.40902 NCalls = 852 -VariableMetric: Iteration # 118 - FCN = 297137.2680517 Edm = 4.32419 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297135.6415685 Edm = 1.17999 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297134.693032 Edm = 1.31458 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297131.5019239 Edm = 0.2724 NCalls = 863 -VariableMetric: Iteration # 122 - FCN = 297130.9689215 Edm = 0.291946 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297130.664755 Edm = 0.104565 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297130.3611095 Edm = 0.080914 NCalls = 870 -VariableMetric: Iteration # 125 - FCN = 297130.2353215 Edm = 0.0813639 NCalls = 872 -VariableMetric: Iteration # 126 - FCN = 297129.95966 Edm = 0.170035 NCalls = 875 -VariableMetric: Iteration # 127 - FCN = 297129.6025718 Edm = 0.291357 NCalls = 878 -VariableMetric: Iteration # 128 - FCN = 297129.0080459 Edm = 0.305926 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297128.4760218 Edm = 0.572329 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297128.2675645 Edm = 0.142714 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297128.0767001 Edm = 0.036248 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297128.015343 Edm = 0.060745 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297127.937963 Edm = 0.0416757 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297127.786548 Edm = 0.0602532 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297127.6410883 Edm = 0.0565479 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297127.5300219 Edm = 0.115982 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297127.4541728 Edm = 0.0903036 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297127.3051425 Edm = 0.0466786 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297127.2193797 Edm = 0.0562811 NCalls = 907 -VariableMetric: Iteration # 140 - FCN = 297127.1393227 Edm = 0.0598353 NCalls = 912 -VariableMetric: Iteration # 141 - FCN = 297127.0366931 Edm = 0.0331809 NCalls = 915 -VariableMetric: Iteration # 142 - FCN = 297126.9786087 Edm = 0.0656837 NCalls = 917 -VariableMetric: Iteration # 143 - FCN = 297126.8901785 Edm = 0.041612 NCalls = 920 -VariableMetric: Iteration # 144 - FCN = 297126.8070209 Edm = 0.024651 NCalls = 922 -VariableMetric: Iteration # 145 - FCN = 297126.7776094 Edm = 0.0172666 NCalls = 924 -VariableMetric: Iteration # 146 - FCN = 297126.7528078 Edm = 0.0316538 NCalls = 927 -VariableMetric: Iteration # 147 - FCN = 297126.696667 Edm = 0.0283027 NCalls = 930 -VariableMetric: Iteration # 148 - FCN = 297126.6543658 Edm = 0.015043 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297126.6350912 Edm = 0.00907524 NCalls = 935 -VariableMetric: Iteration # 150 - FCN = 297126.6155125 Edm = 0.00905067 NCalls = 938 -VariableMetric: Iteration # 151 - FCN = 297126.5979089 Edm = 0.00753249 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297126.5803098 Edm = 0.0128057 NCalls = 943 -VariableMetric: Iteration # 153 - FCN = 297126.5462 Edm = 0.0190123 NCalls = 946 -VariableMetric: Iteration # 154 - FCN = 297126.5184844 Edm = 0.0073244 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297126.5101488 Edm = 0.00170481 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297126.5071814 Edm = 0.00088421 NCalls = 953 -VariableMetric: Iteration # 157 - FCN = 297126.5027085 Edm = 0.00241661 NCalls = 955 -VariableMetric: Iteration # 158 - FCN = 297126.4969471 Edm = 0.00394349 NCalls = 957 -VariableMetric: Iteration # 159 - FCN = 297126.4919966 Edm = 0.00196578 NCalls = 960 -VariableMetric: Iteration # 160 - FCN = 297126.4871748 Edm = 0.00178645 NCalls = 962 -VariableMetric: Iteration # 161 - FCN = 297126.4751976 Edm = 0.0053927 NCalls = 965 -VariableMetric: Iteration # 162 - FCN = 297126.4621402 Edm = 0.00411696 NCalls = 968 -VariableMetric: Iteration # 163 - FCN = 297126.4534303 Edm = 0.00281933 NCalls = 970 -VariableMetric: Iteration # 164 - FCN = 297126.4441121 Edm = 0.00554946 NCalls = 972 -VariableMetric: Iteration # 165 - FCN = 297126.4272085 Edm = 0.0045493 NCalls = 975 -VariableMetric: Iteration # 166 - FCN = 297126.4195717 Edm = 0.00397473 NCalls = 977 -VariableMetric: Iteration # 167 - FCN = 297126.3972164 Edm = 0.0139797 NCalls = 981 -VariableMetric: Iteration # 168 - FCN = 297126.3653787 Edm = 0.0100799 NCalls = 984 -VariableMetric: Iteration # 169 - FCN = 297126.3571271 Edm = 0.00195589 NCalls = 986 -VariableMetric: Iteration # 170 - FCN = 297126.3538062 Edm = 0.00129646 NCalls = 988 -VariableMetric: Iteration # 171 - FCN = 297126.3478362 Edm = 0.0011037 NCalls = 990 -VariableMetric: Iteration # 172 - FCN = 297126.3459558 Edm = 0.00027937 NCalls = 992 -VariableMetric: Iteration # 173 - FCN = 297126.3454377 Edm = 3.88321e-05 NCalls = 994 -VariableMetric: After Hessian - FCN = 297126.3454377 Edm = 0.00572563 NCalls = 1487 -VariableMetric: Iteration # 174 - FCN = 297126.3454377 Edm = 0.00572563 NCalls = 1487 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312914.443454 Edm = 10387.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312914.443454 Edm = 10387.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301669.6565413 Edm = 10.2992 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 301632.4441003 Edm = 4.28119 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 299623.2224734 Edm = 10.2348 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299558.4224244 Edm = 8.18934 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298818.527925 Edm = 26.9988 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298781.1626852 Edm = 235.396 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298548.6018023 Edm = 17.4499 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298539.5906467 Edm = 0.396408 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298502.2152132 Edm = 41.5073 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298493.1892787 Edm = 9.15117 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298483.6837012 Edm = 6.91202 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298169.8290298 Edm = 141.916 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297964.1984944 Edm = 294.751 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297780.5961041 Edm = 18.063 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297759.6841958 Edm = 2.40577 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297756.9084999 Edm = 0.128414 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297756.7266048 Edm = 0.0473646 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297756.4568753 Edm = 0.241557 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297685.5074267 Edm = 4.87842 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297449.8665546 Edm = 24.1522 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297413.5103094 Edm = 4.95763 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297406.1377295 Edm = 0.58367 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297405.5460905 Edm = 0.034609 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297405.4383572 Edm = 0.0628444 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297403.1262884 Edm = 1.9009 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297347.2042516 Edm = 6.94479 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297336.3432878 Edm = 3.12504 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297333.4875973 Edm = 0.631052 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297332.709423 Edm = 0.0571696 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297332.6234778 Edm = 0.00572669 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297332.5968288 Edm = 0.0152884 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297331.7955134 Edm = 0.696754 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297326.0669068 Edm = 4.64876 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297311.1781318 Edm = 2.50454 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297309.1356796 Edm = 0.759235 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297308.4875717 Edm = 0.141161 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297308.3506365 Edm = 0.0204663 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297308.3279855 Edm = 0.00278131 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297308.3121352 Edm = 0.00944867 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297307.9610001 Edm = 0.31463 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297298.0739078 Edm = 3.04739 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297294.2849766 Edm = 0.252318 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297294.0689488 Edm = 0.00808836 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297294.0623534 Edm = 0.000465865 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297294.0614972 Edm = 0.000444292 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297294.0475659 Edm = 0.00867311 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297293.9553777 Edm = 0.0791933 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297289.547688 Edm = 4.1851 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297276.1230053 Edm = 1.68934 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297274.8174357 Edm = 0.115649 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297274.6820328 Edm = 0.022336 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297274.6557799 Edm = 0.00865691 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297274.6443851 Edm = 0.0030984 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297274.6050694 Edm = 0.0309945 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297274.034723 Edm = 0.497704 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297267.5324379 Edm = 4.90833 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297259.6947236 Edm = 4.76606 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297256.2132133 Edm = 0.6177 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297255.6948503 Edm = 0.0540439 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297255.6527658 Edm = 0.00619147 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297255.6451173 Edm = 0.00169985 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297255.6421023 Edm = 0.000970769 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297255.6377592 Edm = 0.00308366 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297255.6050348 Edm = 0.028931 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297254.636268 Edm = 0.606974 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297250.426164 Edm = 2.47161 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297246.4398695 Edm = 2.0915 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297243.5490196 Edm = 0.473177 NCalls = 212 -VariableMetric: Iteration # 69 - FCN = 297243.1693476 Edm = 0.0677993 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297243.1036364 Edm = 0.0107438 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297243.093051 Edm = 0.00165548 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297243.0906187 Edm = 0.00052348 NCalls = 220 -VariableMetric: Iteration # 73 - FCN = 297243.0894862 Edm = 0.000471204 NCalls = 222 -VariableMetric: Iteration # 74 - FCN = 297243.0870889 Edm = 0.00178474 NCalls = 224 -VariableMetric: Iteration # 75 - FCN = 297242.9927941 Edm = 0.094494 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297242.5777124 Edm = 0.416939 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297242.4859445 Edm = 0.0885548 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297237.3299385 Edm = 2.25132 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297235.4437065 Edm = 1.88814 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297234.1184211 Edm = 0.247131 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297233.770728 Edm = 0.0556861 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297233.6977284 Edm = 0.0222867 NCalls = 254 -VariableMetric: Iteration # 83 - FCN = 297233.6865423 Edm = 0.00118249 NCalls = 256 -VariableMetric: Iteration # 84 - FCN = 297233.6850437 Edm = 0.000201989 NCalls = 258 -VariableMetric: Iteration # 85 - FCN = 297233.6844975 Edm = 0.000183368 NCalls = 260 -VariableMetric: Iteration # 86 - FCN = 297233.6841228 Edm = 9.40568e-05 NCalls = 262 -VariableMetric: Iteration # 87 - FCN = 297233.6821926 Edm = 0.00131222 NCalls = 266 -VariableMetric: Iteration # 88 - FCN = 297233.67315 Edm = 0.00458339 NCalls = 269 -VariableMetric: Iteration # 89 - FCN = 297233.6202773 Edm = 0.0468327 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297233.0634324 Edm = 0.695846 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297232.1980987 Edm = 1.81217 NCalls = 283 -VariableMetric: Iteration # 92 - FCN = 297230.4159906 Edm = 0.515058 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297229.8164539 Edm = 0.0937639 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297229.7455328 Edm = 0.034023 NCalls = 292 -VariableMetric: Iteration # 95 - FCN = 297229.6987459 Edm = 0.0114788 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297229.6905593 Edm = 0.00646879 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297229.6865671 Edm = 0.000563981 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297229.685813 Edm = 0.000141006 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297229.6851563 Edm = 0.000327322 NCalls = 302 -VariableMetric: Iteration # 100 - FCN = 297229.6758312 Edm = 0.00892826 NCalls = 306 -VariableMetric: Iteration # 101 - FCN = 297228.986715 Edm = 0.750375 NCalls = 312 -VariableMetric: Iteration # 102 - FCN = 297228.7394027 Edm = 0.287303 NCalls = 317 -VariableMetric: Iteration # 103 - FCN = 297228.3680772 Edm = 0.390651 NCalls = 321 -VariableMetric: Iteration # 104 - FCN = 297228.056987 Edm = 0.312031 NCalls = 325 -VariableMetric: Iteration # 105 - FCN = 297227.8827624 Edm = 0.162677 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297225.5590986 Edm = 2.30342 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297225.40109 Edm = 0.630528 NCalls = 337 -VariableMetric: Iteration # 108 - FCN = 297223.8746104 Edm = 1.11736 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297222.831172 Edm = 0.687959 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297222.0517803 Edm = 0.508354 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297220.9531926 Edm = 0.899327 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297220.1736671 Edm = 0.666485 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297219.6902439 Edm = 0.292486 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297219.4213177 Edm = 0.0668896 NCalls = 356 -VariableMetric: Iteration # 115 - FCN = 297219.3708571 Edm = 0.00512371 NCalls = 358 -VariableMetric: Iteration # 116 - FCN = 297219.3683926 Edm = 0.00182645 NCalls = 360 -VariableMetric: Iteration # 117 - FCN = 297219.3666245 Edm = 0.000536449 NCalls = 362 -VariableMetric: Iteration # 118 - FCN = 297219.3649128 Edm = 0.00189429 NCalls = 364 -VariableMetric: Iteration # 119 - FCN = 297219.288264 Edm = 0.0850149 NCalls = 370 -VariableMetric: Iteration # 120 - FCN = 297219.2740626 Edm = 0.0139068 NCalls = 374 -VariableMetric: Iteration # 121 - FCN = 297219.0937213 Edm = 0.171973 NCalls = 381 -VariableMetric: Iteration # 122 - FCN = 297212.6351172 Edm = 0.77547 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297212.2369349 Edm = 0.850962 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297211.847811 Edm = 0.0590365 NCalls = 390 -VariableMetric: Iteration # 125 - FCN = 297211.8070799 Edm = 0.00186841 NCalls = 392 -VariableMetric: Iteration # 126 - FCN = 297211.8049893 Edm = 0.000223972 NCalls = 394 -VariableMetric: Iteration # 127 - FCN = 297211.8047486 Edm = 3.80885e-05 NCalls = 396 -VariableMetric: After Hessian - FCN = 297211.8047486 Edm = 4.62477 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297211.8047486 Edm = 4.62477 NCalls = 867 -VariableMetric: Iteration # 129 - FCN = 297211.1188333 Edm = 8.30705 NCalls = 869 -VariableMetric: Iteration # 130 - FCN = 297209.66095 Edm = 0.600912 NCalls = 871 -VariableMetric: Iteration # 131 - FCN = 297209.2305705 Edm = 0.00939815 NCalls = 872 -VariableMetric: Iteration # 132 - FCN = 297208.9941784 Edm = 0.267783 NCalls = 881 -VariableMetric: Iteration # 133 - FCN = 297208.9935991 Edm = 0.00560128 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297208.8735306 Edm = 0.0780509 NCalls = 888 -VariableMetric: Iteration # 135 - FCN = 297208.7524824 Edm = 0.00695136 NCalls = 890 -VariableMetric: Iteration # 136 - FCN = 297208.7472962 Edm = 0.00246104 NCalls = 892 -VariableMetric: Iteration # 137 - FCN = 297208.7463515 Edm = 0.000722024 NCalls = 894 -VariableMetric: Iteration # 138 - FCN = 297208.7458601 Edm = 0.000232158 NCalls = 896 -VariableMetric: Iteration # 139 - FCN = 297208.7453089 Edm = 0.000238433 NCalls = 898 -VariableMetric: Iteration # 140 - FCN = 297208.7383456 Edm = 0.00709324 NCalls = 902 -VariableMetric: Iteration # 141 - FCN = 297208.6792896 Edm = 0.0338868 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297208.6058978 Edm = 0.00948272 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297208.5934005 Edm = 0.00141856 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297208.5918263 Edm = 0.000396492 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297208.5909499 Edm = 0.000314061 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297208.5904753 Edm = 3.9826e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297208.5904753 Edm = 4.20193e-05 NCalls = 1395 -VariableMetric: Iteration # 147 - FCN = 297208.5904753 Edm = 4.20193e-05 NCalls = 1395 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308812.121233 Edm = 24.6305 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308812.121233 Edm = 24.6305 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299364.224859 Edm = 0.678355 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299355.7211701 Edm = 0.660644 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299132.1342014 Edm = 21.9956 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299112.5893672 Edm = 0.573573 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298867.241634 Edm = 95.1005 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298700.1099107 Edm = 7.09484 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298695.2911643 Edm = 0.228008 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298694.0471294 Edm = 1.08246 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298578.7151201 Edm = 75.8878 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298426.3627289 Edm = 11.4106 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298417.6688372 Edm = 0.737189 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298416.5787067 Edm = 0.369773 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298341.9280663 Edm = 60.662 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297883.363744 Edm = 63.2709 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 297869.2889336 Edm = 45.6549 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297757.3744217 Edm = 128.854 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297692.7467218 Edm = 24.5232 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297672.3409493 Edm = 0.538039 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297671.7949173 Edm = 0.085045 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297671.6238387 Edm = 0.0586147 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297671.1449886 Edm = 0.350147 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297658.8701402 Edm = 2.55404 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297645.1287047 Edm = 12.3005 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297591.6430864 Edm = 24.1777 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297576.3860148 Edm = 89.4143 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297537.6180317 Edm = 34.4027 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297501.355672 Edm = 5.62875 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 297495.7154642 Edm = 0.256749 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297495.2655659 Edm = 0.0859308 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297495.144146 Edm = 0.0447263 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297493.1503554 Edm = 0.935176 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297492.2171567 Edm = 1.23957 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297491.0444954 Edm = 2.97249 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297489.7540392 Edm = 0.327234 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297488.9315322 Edm = 0.223453 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297488.2260464 Edm = 0.518179 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297487.6337202 Edm = 0.355489 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297487.2698549 Edm = 0.040139 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297487.1932975 Edm = 0.0220132 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297487.0102241 Edm = 0.155554 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297482.6752447 Edm = 4.74083 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297473.6528545 Edm = 8.70771 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297436.560638 Edm = 50.2685 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297411.4079839 Edm = 3.12955 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297407.036352 Edm = 0.200389 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297406.8385014 Edm = 0.0326784 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297406.7628443 Edm = 0.0173859 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297406.7353249 Edm = 0.00580689 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297406.6553864 Edm = 0.0606826 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297404.7178398 Edm = 1.71561 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297389.0205629 Edm = 5.64809 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297385.2987551 Edm = 1.65349 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297384.1802693 Edm = 0.120942 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297383.9910372 Edm = 0.0973352 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297383.8063027 Edm = 0.132549 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297383.6288892 Edm = 0.0686594 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297383.4704866 Edm = 0.0737263 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297383.4072045 Edm = 0.0746015 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297383.3194375 Edm = 0.025836 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297383.2623337 Edm = 0.0842176 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297383.2106432 Edm = 0.0432991 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297383.1388802 Edm = 0.0257151 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297383.0939217 Edm = 0.045289 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297383.077153 Edm = 0.0283216 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297383.021157 Edm = 0.00971943 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297383.0082797 Edm = 0.00824054 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297383.0020959 Edm = 0.0007379 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297383.0006526 Edm = 0.00035591 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297382.9961919 Edm = 0.00423509 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297382.9519267 Edm = 0.0839826 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297382.9492979 Edm = 0.00342397 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297382.9195829 Edm = 0.0227535 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297382.458547 Edm = 0.344184 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297380.1654191 Edm = 9.81701 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297378.6557241 Edm = 1.33847 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297378.2400514 Edm = 0.944269 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297377.3528023 Edm = 0.162738 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297376.8293417 Edm = 0.412451 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297376.1662182 Edm = 0.528304 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297375.8095099 Edm = 0.868022 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297375.4488302 Edm = 0.205055 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297375.0825942 Edm = 0.241733 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297374.859192 Edm = 0.167913 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297374.711469 Edm = 0.19464 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297374.2455578 Edm = 0.274598 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297374.1083394 Edm = 0.415242 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297373.3590185 Edm = 0.433038 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297372.387233 Edm = 0.912882 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297372.0540965 Edm = 0.556789 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297371.5039787 Edm = 0.346634 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297371.0639971 Edm = 0.144457 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297370.9468767 Edm = 0.0107939 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297370.9337915 Edm = 0.0013636 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297370.932296 Edm = 0.000321795 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297370.9310482 Edm = 0.000986229 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297370.8810151 Edm = 0.0514107 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297369.2877337 Edm = 0.0929366 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297367.0886478 Edm = 0.150964 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297366.8838514 Edm = 0.0222693 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297366.8442949 Edm = 0.00689329 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297366.8285673 Edm = 0.0045336 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297366.8238602 Edm = 0.00331876 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297366.8194168 Edm = 0.000969848 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297366.8170274 Edm = 0.000709323 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297366.8161723 Edm = 0.000814932 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297366.8153556 Edm = 0.000246302 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297366.8147509 Edm = 0.000618682 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297366.8141872 Edm = 0.000321972 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297366.8135081 Edm = 0.000256678 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297366.8127698 Edm = 0.000491313 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297366.8124874 Edm = 0.000491305 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297366.8117048 Edm = 0.000320311 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297366.8099147 Edm = 0.00100327 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297366.8088806 Edm = 0.00397926 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297366.8024858 Edm = 0.00629272 NCalls = 373 -VariableMetric: Iteration # 116 - FCN = 297366.7663019 Edm = 0.0489876 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297366.7598873 Edm = 0.0464048 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297366.5120977 Edm = 0.251561 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297366.3522237 Edm = 0.160423 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 297366.1127584 Edm = 0.15971 NCalls = 397 -VariableMetric: Iteration # 121 - FCN = 297366.0467366 Edm = 0.00847737 NCalls = 399 -VariableMetric: Iteration # 122 - FCN = 297366.0306995 Edm = 0.0101612 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297365.9623305 Edm = 0.0119135 NCalls = 405 -VariableMetric: Iteration # 124 - FCN = 297365.94781 Edm = 0.00103905 NCalls = 407 -VariableMetric: Iteration # 125 - FCN = 297365.9468257 Edm = 0.000113758 NCalls = 408 -VariableMetric: Iteration # 126 - FCN = 297365.94669 Edm = 4.96191e-05 NCalls = 410 -VariableMetric: After Hessian - FCN = 297365.94669 Edm = 67.3391 NCalls = 887 -VariableMetric: Iteration # 127 - FCN = 297365.94669 Edm = 67.3391 NCalls = 887 -VariableMetric: Iteration # 128 - FCN = 297364.5886026 Edm = 14.3611 NCalls = 895 -VariableMetric: Iteration # 129 - FCN = 297364.3746244 Edm = 0.952319 NCalls = 897 -VariableMetric: Iteration # 130 - FCN = 297364.116274 Edm = 0.508201 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297363.3737184 Edm = 0.582544 NCalls = 900 -VariableMetric: Iteration # 132 - FCN = 297363.2149833 Edm = 0.195319 NCalls = 902 -VariableMetric: Iteration # 133 - FCN = 297362.9737038 Edm = 0.191178 NCalls = 905 -VariableMetric: Iteration # 134 - FCN = 297362.8472231 Edm = 0.0554736 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297362.7445068 Edm = 0.0416817 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297362.712977 Edm = 0.0217371 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297362.6840814 Edm = 0.0141282 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297362.6700344 Edm = 0.00613539 NCalls = 917 -VariableMetric: Iteration # 139 - FCN = 297362.659765 Edm = 0.00417105 NCalls = 919 -VariableMetric: Iteration # 140 - FCN = 297362.6559943 Edm = 0.00205041 NCalls = 921 -VariableMetric: Iteration # 141 - FCN = 297362.6542101 Edm = 0.000902694 NCalls = 923 -VariableMetric: Iteration # 142 - FCN = 297362.6529853 Edm = 0.000682554 NCalls = 926 -VariableMetric: Iteration # 143 - FCN = 297362.6509706 Edm = 0.000978576 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297362.6491072 Edm = 0.000185115 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297362.6488946 Edm = 3.64785e-05 NCalls = 934 -VariableMetric: After Hessian - FCN = 297362.6488946 Edm = 0.195675 NCalls = 1415 -VariableMetric: Iteration # 146 - FCN = 297362.6488946 Edm = 0.195675 NCalls = 1415 -VariableMetric: Iteration # 147 - FCN = 297362.6478873 Edm = 0.21848 NCalls = 1418 -VariableMetric: Iteration # 148 - FCN = 297362.6478748 Edm = 6.34897 NCalls = 1424 -VariableMetric: Iteration # 149 - FCN = 297362.6478675 Edm = 2.31336 NCalls = 1429 -VariableMetric: Iteration # 150 - FCN = 297362.647865 Edm = 0.152105 NCalls = 1434 -VariableMetric: Iteration # 151 - FCN = 297362.6478516 Edm = 0.0396267 NCalls = 1438 -VariableMetric: Iteration # 152 - FCN = 297362.647839 Edm = 0.0265828 NCalls = 1442 -VariableMetric: Iteration # 153 - FCN = 297362.647824 Edm = 0.0410007 NCalls = 1446 -VariableMetric: Iteration # 154 - FCN = 297362.6478172 Edm = 0.0224399 NCalls = 1450 -VariableMetric: Iteration # 155 - FCN = 297362.6478075 Edm = 0.0240098 NCalls = 1453 -VariableMetric: Iteration # 156 - FCN = 297362.6478048 Edm = 0.0262105 NCalls = 1456 -VariableMetric: Iteration # 157 - FCN = 297362.6477975 Edm = 0.0208278 NCalls = 1459 -VariableMetric: Iteration # 158 - FCN = 297362.6477764 Edm = 0.0232749 NCalls = 1462 -VariableMetric: Iteration # 159 - FCN = 297362.6477346 Edm = 0.00679444 NCalls = 1465 -VariableMetric: Iteration # 160 - FCN = 297362.6477182 Edm = 0.0156529 NCalls = 1468 -VariableMetric: Iteration # 161 - FCN = 297362.6476388 Edm = 0.0110108 NCalls = 1470 -VariableMetric: Iteration # 162 - FCN = 297362.6474501 Edm = 0.0295578 NCalls = 1472 -VariableMetric: Iteration # 163 - FCN = 297362.6462814 Edm = 0.154964 NCalls = 1475 -VariableMetric: Iteration # 164 - FCN = 297362.645759 Edm = 0.00197326 NCalls = 1477 -VariableMetric: Iteration # 165 - FCN = 297362.6456352 Edm = 0.00699548 NCalls = 1479 -VariableMetric: Iteration # 166 - FCN = 297362.6441603 Edm = 0.0248907 NCalls = 1482 -VariableMetric: Iteration # 167 - FCN = 297362.643645 Edm = 0.0168368 NCalls = 1484 -VariableMetric: Iteration # 168 - FCN = 297362.643014 Edm = 0.00726775 NCalls = 1486 -VariableMetric: Iteration # 169 - FCN = 297362.6418205 Edm = 0.0279305 NCalls = 1488 -VariableMetric: Iteration # 170 - FCN = 297362.6388443 Edm = 0.00498926 NCalls = 1490 -VariableMetric: Iteration # 171 - FCN = 297362.6319664 Edm = 0.00461104 NCalls = 1494 -VariableMetric: Iteration # 172 - FCN = 297362.6210879 Edm = 0.0118964 NCalls = 1497 -VariableMetric: Iteration # 173 - FCN = 297362.6174972 Edm = 0.0192187 NCalls = 1498 -VariableMetric: Iteration # 174 - FCN = 297362.6089831 Edm = 0.0248584 NCalls = 1503 -VariableMetric: Iteration # 175 - FCN = 297362.6047361 Edm = 0.012658 NCalls = 1506 -VariableMetric: Iteration # 176 - FCN = 297362.592317 Edm = 0.00781758 NCalls = 1509 -VariableMetric: Iteration # 177 - FCN = 297362.558159 Edm = 0.0317348 NCalls = 1512 -VariableMetric: Iteration # 178 - FCN = 297362.5574099 Edm = 0.00458829 NCalls = 1514 -VariableMetric: Iteration # 179 - FCN = 297362.5520654 Edm = 0.00360665 NCalls = 1516 -VariableMetric: Iteration # 180 - FCN = 297362.5484237 Edm = 0.0027972 NCalls = 1519 -VariableMetric: Iteration # 181 - FCN = 297362.5444826 Edm = 0.00415761 NCalls = 1521 -VariableMetric: Iteration # 182 - FCN = 297362.5397656 Edm = 0.00226023 NCalls = 1525 -VariableMetric: Iteration # 183 - FCN = 297362.5363297 Edm = 0.00147213 NCalls = 1527 -VariableMetric: Iteration # 184 - FCN = 297362.5346266 Edm = 0.001655 NCalls = 1530 -VariableMetric: Iteration # 185 - FCN = 297362.5335683 Edm = 0.000435494 NCalls = 1532 -VariableMetric: Iteration # 186 - FCN = 297362.5324258 Edm = 0.000516967 NCalls = 1535 -VariableMetric: Iteration # 187 - FCN = 297362.5311774 Edm = 0.000527836 NCalls = 1538 -VariableMetric: Iteration # 188 - FCN = 297362.5300648 Edm = 0.000978741 NCalls = 1541 -VariableMetric: Iteration # 189 - FCN = 297362.5294071 Edm = 0.000608973 NCalls = 1543 -VariableMetric: Iteration # 190 - FCN = 297362.5281239 Edm = 0.000412724 NCalls = 1547 -VariableMetric: Iteration # 191 - FCN = 297362.527644 Edm = 0.000121932 NCalls = 1550 -VariableMetric: Iteration # 192 - FCN = 297362.5275118 Edm = 5.6433e-05 NCalls = 1552 -VariableMetric: After Hessian - FCN = 297362.5275118 Edm = 9.83894e-05 NCalls = 2041 -VariableMetric: Iteration # 193 - FCN = 297362.5275118 Edm = 9.83894e-05 NCalls = 2041 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308707.6831146 Edm = 20.8619 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308707.6831146 Edm = 20.8619 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299123.0241334 Edm = 2.82879 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299099.2962249 Edm = 3.36885 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298919.2628332 Edm = 141.651 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298396.9828532 Edm = 1080.74 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298172.1942046 Edm = 3.50614 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298167.8974455 Edm = 1.91612 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298146.2222354 Edm = 24.9238 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298067.6758688 Edm = 72.9951 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297711.4189275 Edm = 242.652 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297515.9018052 Edm = 13.0723 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297507.3626523 Edm = 1.39904 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297506.0691155 Edm = 0.0828908 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297505.9577086 Edm = 0.0181603 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297495.9459658 Edm = 8.2477 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297407.0609685 Edm = 10.3161 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297396.8012557 Edm = 0.233958 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297396.5745333 Edm = 0.00568544 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297396.5577981 Edm = 0.0116526 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297393.5003971 Edm = 3.00519 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297373.818777 Edm = 1.51167 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297372.2833201 Edm = 0.0208685 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297372.2585093 Edm = 0.00285624 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297372.2407812 Edm = 0.0144212 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297370.4162837 Edm = 1.79194 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297342.1560856 Edm = 2.48966 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297340.0385566 Edm = 0.223584 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297339.8405992 Edm = 0.0270093 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297339.8080224 Edm = 0.0028383 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297339.7867315 Edm = 0.0183716 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297335.5656425 Edm = 4.05272 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297315.5406399 Edm = 6.94394 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297311.2973077 Edm = 1.01845 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297310.7655789 Edm = 0.103625 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297310.7175101 Edm = 0.00424221 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297310.7121944 Edm = 0.0013533 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297310.7011844 Edm = 0.00948243 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297310.3998754 Edm = 0.269852 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297305.1658416 Edm = 1.37874 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297304.4957088 Edm = 0.0828303 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297304.4315303 Edm = 0.001492 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297304.4297828 Edm = 0.000198342 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297304.4282714 Edm = 0.00166585 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297304.3558366 Edm = 0.0769835 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297304.3523457 Edm = 0.00327306 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297301.4382404 Edm = 0.11848 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297301.3020466 Edm = 0.00622967 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297301.2959283 Edm = 0.000196906 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297301.2956114 Edm = 9.04977e-05 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297301.2942738 Edm = 0.00118115 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297301.0894524 Edm = 0.164442 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297300.3835233 Edm = 0.0189495 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297300.3592404 Edm = 0.000626522 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297300.3585307 Edm = 3.98314e-05 NCalls = 170 -VariableMetric: After Hessian - FCN = 297300.3585307 Edm = 10177.2 NCalls = 641 -VariableMetric: Iteration # 54 - FCN = 297300.3585307 Edm = 10177.2 NCalls = 641 -VariableMetric: Iteration # 55 - FCN = 297293.3813848 Edm = 3277.25 NCalls = 649 -VariableMetric: Iteration # 56 - FCN = 297293.1728887 Edm = 0.0941503 NCalls = 651 -VariableMetric: Iteration # 57 - FCN = 297292.8024084 Edm = 0.0479231 NCalls = 653 -VariableMetric: Iteration # 58 - FCN = 297292.4957131 Edm = 0.069041 NCalls = 656 -VariableMetric: Iteration # 59 - FCN = 297292.0563032 Edm = 0.0563085 NCalls = 659 -VariableMetric: Iteration # 60 - FCN = 297291.8764007 Edm = 0.160565 NCalls = 662 -VariableMetric: Iteration # 61 - FCN = 297285.2280681 Edm = 1.72789 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297285.0361403 Edm = 1.23136 NCalls = 672 -VariableMetric: Iteration # 63 - FCN = 297283.3404883 Edm = 3.46741 NCalls = 675 -VariableMetric: Iteration # 64 - FCN = 297282.261608 Edm = 0.711383 NCalls = 678 -VariableMetric: Iteration # 65 - FCN = 297281.1242442 Edm = 0.355054 NCalls = 681 -VariableMetric: Iteration # 66 - FCN = 297280.1225425 Edm = 0.168976 NCalls = 683 -VariableMetric: Iteration # 67 - FCN = 297279.6152515 Edm = 0.224435 NCalls = 685 -VariableMetric: Iteration # 68 - FCN = 297278.7868976 Edm = 0.146133 NCalls = 688 -VariableMetric: Iteration # 69 - FCN = 297278.5009615 Edm = 0.0780949 NCalls = 690 -VariableMetric: Iteration # 70 - FCN = 297278.2371073 Edm = 0.0929659 NCalls = 692 -VariableMetric: Iteration # 71 - FCN = 297278.0085849 Edm = 0.0865316 NCalls = 694 -VariableMetric: Iteration # 72 - FCN = 297277.8498087 Edm = 0.0543945 NCalls = 697 -VariableMetric: Iteration # 73 - FCN = 297277.6528939 Edm = 0.0946541 NCalls = 700 -VariableMetric: Iteration # 74 - FCN = 297277.4748412 Edm = 0.0263291 NCalls = 702 -VariableMetric: Iteration # 75 - FCN = 297277.4277955 Edm = 0.0279687 NCalls = 705 -VariableMetric: Iteration # 76 - FCN = 297277.3063372 Edm = 0.0514444 NCalls = 708 -VariableMetric: Iteration # 77 - FCN = 297277.2196744 Edm = 0.026981 NCalls = 710 -VariableMetric: Iteration # 78 - FCN = 297277.0911111 Edm = 0.043657 NCalls = 712 -VariableMetric: Iteration # 79 - FCN = 297277.0098617 Edm = 0.0219124 NCalls = 714 -VariableMetric: Iteration # 80 - FCN = 297276.8907331 Edm = 0.0734882 NCalls = 717 -VariableMetric: Iteration # 81 - FCN = 297276.7552178 Edm = 0.0373644 NCalls = 719 -VariableMetric: Iteration # 82 - FCN = 297276.6783804 Edm = 0.0456502 NCalls = 721 -VariableMetric: Iteration # 83 - FCN = 297276.5090745 Edm = 0.0400179 NCalls = 724 -VariableMetric: Iteration # 84 - FCN = 297276.4444299 Edm = 0.0221984 NCalls = 726 -VariableMetric: Iteration # 85 - FCN = 297276.3883731 Edm = 0.0476544 NCalls = 728 -VariableMetric: Iteration # 86 - FCN = 297276.2177791 Edm = 0.0253163 NCalls = 731 -VariableMetric: Iteration # 87 - FCN = 297276.163662 Edm = 0.0228877 NCalls = 733 -VariableMetric: Iteration # 88 - FCN = 297276.0930637 Edm = 0.0072932 NCalls = 735 -VariableMetric: Iteration # 89 - FCN = 297276.082919 Edm = 0.00295384 NCalls = 737 -VariableMetric: Iteration # 90 - FCN = 297276.0641904 Edm = 0.0156753 NCalls = 740 -VariableMetric: Iteration # 91 - FCN = 297275.9752176 Edm = 0.0207052 NCalls = 744 -VariableMetric: Iteration # 92 - FCN = 297275.9534157 Edm = 0.00288083 NCalls = 745 -VariableMetric: Iteration # 93 - FCN = 297275.9483207 Edm = 0.00417012 NCalls = 747 -VariableMetric: Iteration # 94 - FCN = 297275.9141991 Edm = 0.0210771 NCalls = 751 -VariableMetric: Iteration # 95 - FCN = 297275.8589804 Edm = 0.00264661 NCalls = 753 -VariableMetric: Iteration # 96 - FCN = 297275.855551 Edm = 0.000787207 NCalls = 755 -VariableMetric: Iteration # 97 - FCN = 297275.8461499 Edm = 0.00715262 NCalls = 758 -VariableMetric: Iteration # 98 - FCN = 297275.7850056 Edm = 0.0116067 NCalls = 762 -VariableMetric: Iteration # 99 - FCN = 297275.7705891 Edm = 0.000677933 NCalls = 764 -VariableMetric: Iteration # 100 - FCN = 297275.7670106 Edm = 0.00305024 NCalls = 767 -VariableMetric: Iteration # 101 - FCN = 297275.7415096 Edm = 0.0117541 NCalls = 771 -VariableMetric: Iteration # 102 - FCN = 297275.7275282 Edm = 0.000677729 NCalls = 773 -VariableMetric: Iteration # 103 - FCN = 297275.7263988 Edm = 0.000527134 NCalls = 775 -VariableMetric: Iteration # 104 - FCN = 297275.7173941 Edm = 0.00443189 NCalls = 779 -VariableMetric: Iteration # 105 - FCN = 297275.708899 Edm = 0.000436362 NCalls = 781 -VariableMetric: Iteration # 106 - FCN = 297275.7082184 Edm = 0.000177361 NCalls = 783 -VariableMetric: Iteration # 107 - FCN = 297275.7063735 Edm = 0.00114489 NCalls = 786 -VariableMetric: Iteration # 108 - FCN = 297275.7032147 Edm = 9.78762e-05 NCalls = 788 -VariableMetric: Iteration # 109 - FCN = 297275.703091 Edm = 2.87255e-05 NCalls = 790 -VariableMetric: After Hessian - FCN = 297275.703091 Edm = 0.00085508 NCalls = 1267 -VariableMetric: Iteration # 110 - FCN = 297275.703091 Edm = 0.00085508 NCalls = 1267 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307377.7883852 Edm = 23.6685 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307377.7883852 Edm = 23.6685 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303755.9666482 Edm = 2.9693 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303730.492192 Edm = 12.5543 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303721.1565408 Edm = 6.17891 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 303302.1830543 Edm = 234.886 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298627.6473578 Edm = 10.8206 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298614.2980316 Edm = 2.75465 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298608.2901869 Edm = 2.06635 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298303.9275587 Edm = 195.73 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297916.0135408 Edm = 12.1949 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297888.6122753 Edm = 1.72174 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297887.0908087 Edm = 0.10102 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297886.7963927 Edm = 0.223744 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297870.4734237 Edm = 17.9105 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297866.1097854 Edm = 4.29044 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297774.9929204 Edm = 24.271 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297618.2365224 Edm = 37.4973 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297560.0087553 Edm = 1.95014 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297557.7349822 Edm = 0.524206 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297556.8081897 Edm = 0.223357 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297556.2376378 Edm = 0.0548329 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297555.9397986 Edm = 0.173682 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297552.2384606 Edm = 4.10979 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297495.0628867 Edm = 43.9083 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297467.1217328 Edm = 32.9626 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297412.4979087 Edm = 15.7049 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297392.3244597 Edm = 11.083 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297380.8505603 Edm = 6.08469 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297360.1540236 Edm = 6.42768 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297357.7444261 Edm = 3.83668 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297354.2323932 Edm = 0.218129 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297353.9693509 Edm = 0.0167752 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297353.9389136 Edm = 0.00993659 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297353.7857313 Edm = 0.115793 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297351.9714578 Edm = 1.57207 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297324.4174413 Edm = 3.61718 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297320.8464462 Edm = 6.03094 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297318.8578387 Edm = 0.104827 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297318.762143 Edm = 0.00977993 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297318.7514627 Edm = 0.00301046 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297318.7148581 Edm = 0.0248261 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297318.6394869 Edm = 0.00921116 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297318.5521063 Edm = 0.0765316 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297298.8017142 Edm = 16.6584 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297277.7335669 Edm = 9.46312 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297270.7615148 Edm = 1.67848 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297268.5043493 Edm = 0.407646 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297267.9424422 Edm = 0.152838 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297267.8356631 Edm = 0.0326239 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297267.7970457 Edm = 0.00244121 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297267.7926278 Edm = 0.00312359 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297267.6482018 Edm = 0.144595 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297264.2790231 Edm = 2.33921 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297251.6470696 Edm = 3.87281 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297247.464742 Edm = 2.55832 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297244.8761167 Edm = 2.93878 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297242.9952562 Edm = 1.18939 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297241.1688232 Edm = 1.39281 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297239.8480379 Edm = 1.81958 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297237.9262607 Edm = 0.688257 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297236.81574 Edm = 1.23023 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297236.3285365 Edm = 0.330501 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297235.819901 Edm = 0.0749433 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297235.754936 Edm = 0.0132168 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297235.7363444 Edm = 0.00664531 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297235.72306 Edm = 0.00269116 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297235.72027 Edm = 0.000395983 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297235.7190942 Edm = 0.000806384 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297235.6938663 Edm = 0.0311189 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297235.5121141 Edm = 0.178513 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297231.0759969 Edm = 4.25557 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297230.8534452 Edm = 0.685207 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297227.8007584 Edm = 1.53198 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297225.4006069 Edm = 0.87509 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297224.7802807 Edm = 0.46412 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297224.4318824 Edm = 0.104978 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297224.3472139 Edm = 0.0337323 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297224.3289813 Edm = 0.00322558 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297224.3263127 Edm = 0.000214041 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297224.3257136 Edm = 0.000332016 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297224.3142007 Edm = 0.0089276 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297224.0612545 Edm = 0.216871 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297222.4756721 Edm = 0.686432 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297221.2748007 Edm = 0.423821 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297221.0839406 Edm = 0.0659297 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297220.9929788 Edm = 0.0294926 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297220.9387356 Edm = 0.0117192 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297220.9197781 Edm = 0.00090489 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297220.9187905 Edm = 0.000216639 NCalls = 271 -VariableMetric: Iteration # 89 - FCN = 297220.918479 Edm = 0.000184582 NCalls = 273 -VariableMetric: Iteration # 90 - FCN = 297220.9174172 Edm = 0.000901598 NCalls = 276 -VariableMetric: Iteration # 91 - FCN = 297220.8728471 Edm = 0.0437428 NCalls = 281 -VariableMetric: Iteration # 92 - FCN = 297219.4337406 Edm = 1.82735 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297219.337556 Edm = 0.288299 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297218.7210102 Edm = 0.403229 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297217.5968802 Edm = 0.103899 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297217.3318758 Edm = 0.0791661 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297217.0633784 Edm = 0.108119 NCalls = 301 -VariableMetric: Iteration # 98 - FCN = 297216.8556062 Edm = 0.335658 NCalls = 304 -VariableMetric: Iteration # 99 - FCN = 297216.8078262 Edm = 0.0331307 NCalls = 306 -VariableMetric: Iteration # 100 - FCN = 297216.7567041 Edm = 0.00530227 NCalls = 308 -VariableMetric: Iteration # 101 - FCN = 297216.7502215 Edm = 0.000595757 NCalls = 310 -VariableMetric: Iteration # 102 - FCN = 297216.7495829 Edm = 8.84067e-05 NCalls = 311 -VariableMetric: Iteration # 103 - FCN = 297216.7493784 Edm = 0.000119468 NCalls = 313 -VariableMetric: Iteration # 104 - FCN = 297216.7469312 Edm = 0.00169408 NCalls = 317 -VariableMetric: Iteration # 105 - FCN = 297216.6438531 Edm = 0.100009 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297215.710047 Edm = 0.201901 NCalls = 325 -VariableMetric: Iteration # 107 - FCN = 297215.5431668 Edm = 0.0643203 NCalls = 327 -VariableMetric: Iteration # 108 - FCN = 297215.4968612 Edm = 0.0058781 NCalls = 329 -VariableMetric: Iteration # 109 - FCN = 297215.4868829 Edm = 0.00255099 NCalls = 331 -VariableMetric: Iteration # 110 - FCN = 297215.4821191 Edm = 0.000397375 NCalls = 333 -VariableMetric: Iteration # 111 - FCN = 297215.481728 Edm = 6.61765e-05 NCalls = 335 -VariableMetric: After Hessian - FCN = 297215.481728 Edm = 1.23803 NCalls = 812 -VariableMetric: Iteration # 112 - FCN = 297215.481728 Edm = 1.23803 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297212.4863206 Edm = 1.23775 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297211.9993995 Edm = 0.540978 NCalls = 820 -VariableMetric: Iteration # 115 - FCN = 297211.9128348 Edm = 0.598774 NCalls = 822 -VariableMetric: Iteration # 116 - FCN = 297211.6150504 Edm = 0.156625 NCalls = 825 -VariableMetric: Iteration # 117 - FCN = 297210.7771636 Edm = 2.37935 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297210.5493896 Edm = 0.612479 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297210.3695813 Edm = 2.83222 NCalls = 836 -VariableMetric: Iteration # 120 - FCN = 297210.0117168 Edm = 1.00413 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297209.0100325 Edm = 2.11583 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297207.9345789 Edm = 2.79085 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297206.8553499 Edm = 1.55969 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297205.7512796 Edm = 1.13705 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297204.5179363 Edm = 1.41515 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297203.1279962 Edm = 3.68298 NCalls = 863 -VariableMetric: Iteration # 127 - FCN = 297202.4411789 Edm = 0.664584 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297201.0635382 Edm = 1.28896 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297195.6674363 Edm = 1.0903 NCalls = 877 -VariableMetric: Iteration # 130 - FCN = 297194.4459212 Edm = 0.240572 NCalls = 879 -VariableMetric: Iteration # 131 - FCN = 297194.2196804 Edm = 0.07696 NCalls = 881 -VariableMetric: Iteration # 132 - FCN = 297194.1066561 Edm = 0.0858055 NCalls = 883 -VariableMetric: Iteration # 133 - FCN = 297194.0062098 Edm = 0.0587466 NCalls = 886 -VariableMetric: Iteration # 134 - FCN = 297193.9555766 Edm = 0.0326647 NCalls = 888 -VariableMetric: Iteration # 135 - FCN = 297193.9264596 Edm = 0.0245555 NCalls = 890 -VariableMetric: Iteration # 136 - FCN = 297193.8876182 Edm = 0.0129694 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297193.8623454 Edm = 0.00726486 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297193.8533075 Edm = 0.00640832 NCalls = 897 -VariableMetric: Iteration # 139 - FCN = 297193.8489048 Edm = 0.00110265 NCalls = 900 -VariableMetric: Iteration # 140 - FCN = 297193.8471031 Edm = 0.000400795 NCalls = 902 -VariableMetric: Iteration # 141 - FCN = 297193.8463513 Edm = 0.000233323 NCalls = 904 -VariableMetric: Iteration # 142 - FCN = 297193.8457637 Edm = 0.000179762 NCalls = 906 -VariableMetric: Iteration # 143 - FCN = 297193.8453035 Edm = 0.000319152 NCalls = 908 -VariableMetric: Iteration # 144 - FCN = 297193.8443828 Edm = 0.000995497 NCalls = 912 -VariableMetric: Iteration # 145 - FCN = 297193.8413828 Edm = 0.00324793 NCalls = 919 -VariableMetric: Iteration # 146 - FCN = 297193.8387981 Edm = 0.00438602 NCalls = 924 -VariableMetric: Iteration # 147 - FCN = 297193.8359445 Edm = 0.00299757 NCalls = 928 -VariableMetric: Iteration # 148 - FCN = 297193.8345444 Edm = 0.0011 NCalls = 931 -VariableMetric: Iteration # 149 - FCN = 297193.8269154 Edm = 0.00138286 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297193.8245781 Edm = 0.00385027 NCalls = 939 -VariableMetric: Iteration # 151 - FCN = 297193.8228861 Edm = 0.00142533 NCalls = 941 -VariableMetric: Iteration # 152 - FCN = 297193.819662 Edm = 0.000514209 NCalls = 944 -VariableMetric: Iteration # 153 - FCN = 297193.8179237 Edm = 0.000543166 NCalls = 948 -VariableMetric: Iteration # 154 - FCN = 297193.8172625 Edm = 0.00091609 NCalls = 951 -VariableMetric: Iteration # 155 - FCN = 297193.8159935 Edm = 0.00046419 NCalls = 953 -VariableMetric: Iteration # 156 - FCN = 297193.8147798 Edm = 0.000382587 NCalls = 956 -VariableMetric: Iteration # 157 - FCN = 297193.8139443 Edm = 0.000247874 NCalls = 958 -VariableMetric: Iteration # 158 - FCN = 297193.813521 Edm = 4.12003e-05 NCalls = 960 -VariableMetric: After Hessian - FCN = 297193.813521 Edm = 8.10353e-05 NCalls = 1439 -VariableMetric: Iteration # 159 - FCN = 297193.813521 Edm = 8.10353e-05 NCalls = 1439 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311447.9858319 Edm = 7041.02 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311447.9858319 Edm = 7041.02 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305756.5221081 Edm = 5.75431 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305371.9861905 Edm = 31.8908 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303455.9638049 Edm = 297.432 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302214.5105637 Edm = 50.3584 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 301465.9760157 Edm = 6024.19 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 301432.6285286 Edm = 234.34 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 300066.3195972 Edm = 486.31 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298913.5896184 Edm = 85.4117 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 298806.8418116 Edm = 9.75507 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 298782.3940271 Edm = 0.458795 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298780.0215196 Edm = 1.73464 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297918.7862132 Edm = 214.258 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297648.9794485 Edm = 53.5264 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297607.9840632 Edm = 6.49614 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297604.0818676 Edm = 0.178293 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297603.9265015 Edm = 0.0360743 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297601.7357784 Edm = 2.28258 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297593.5887413 Edm = 7.26608 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297465.0310862 Edm = 6.3821 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297460.6654744 Edm = 0.755981 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297460.0581075 Edm = 0.0413911 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297459.9693518 Edm = 0.0997152 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297455.7511182 Edm = 4.06655 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297391.0090291 Edm = 33.8757 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297374.1436547 Edm = 1.85407 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297372.9794467 Edm = 0.200159 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297372.8352827 Edm = 0.0140985 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297372.8162545 Edm = 0.0101865 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297369.2762934 Edm = 3.24657 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297346.0716323 Edm = 0.277149 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297345.6639062 Edm = 0.027088 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297345.6197924 Edm = 0.00995069 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297345.5693953 Edm = 0.0150299 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297345.2713666 Edm = 0.209698 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297333.1370916 Edm = 7.77189 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297302.4078773 Edm = 5.87859 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297288.4595458 Edm = 0.658057 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297287.5385489 Edm = 0.0745523 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297287.4268924 Edm = 0.0104203 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297287.4161541 Edm = 0.00247076 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297287.4124248 Edm = 0.00210021 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297287.3757167 Edm = 0.0316294 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297276.8010942 Edm = 4.72962 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297269.0496567 Edm = 2.21235 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297267.5203535 Edm = 0.358683 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297267.0898274 Edm = 0.0509009 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297267.0245675 Edm = 0.00352642 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297267.0201619 Edm = 0.00086549 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297267.0145084 Edm = 0.00473934 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297266.8855159 Edm = 0.0931826 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297262.8475623 Edm = 2.23563 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297259.3454311 Edm = 0.745835 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297258.8878029 Edm = 0.037395 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297258.8499603 Edm = 0.00298806 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297258.8451352 Edm = 0.00111808 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297258.8432706 Edm = 0.00048792 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297258.8397891 Edm = 0.00303508 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297258.2782171 Edm = 0.302635 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297258.2159112 Edm = 0.00117749 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297258.2142874 Edm = 0.000704173 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297258.1772413 Edm = 0.0350382 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297256.5373856 Edm = 1.164 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297252.4061316 Edm = 1.53806 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297251.3181246 Edm = 0.333022 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297251.0182394 Edm = 0.0570628 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297250.9716842 Edm = 0.00360188 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297250.9667099 Edm = 0.00020813 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297250.966409 Edm = 6.76743e-05 NCalls = 224 -VariableMetric: After Hessian - FCN = 297250.966409 Edm = 77.256 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297250.966409 Edm = 77.256 NCalls = 699 -VariableMetric: Iteration # 70 - FCN = 297250.6871132 Edm = 42.5258 NCalls = 705 -VariableMetric: Iteration # 71 - FCN = 297246.0230189 Edm = 0.754467 NCalls = 708 -VariableMetric: Iteration # 72 - FCN = 297245.4689656 Edm = 0.462372 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297244.9537944 Edm = 2.06128 NCalls = 716 -VariableMetric: Iteration # 74 - FCN = 297243.1464662 Edm = 0.669209 NCalls = 721 -VariableMetric: Iteration # 75 - FCN = 297242.2961316 Edm = 0.841416 NCalls = 724 -VariableMetric: Iteration # 76 - FCN = 297241.7082519 Edm = 0.472422 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297240.9108023 Edm = 0.186592 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297240.6466891 Edm = 0.206947 NCalls = 731 -VariableMetric: Iteration # 79 - FCN = 297240.3514139 Edm = 0.122901 NCalls = 734 -VariableMetric: Iteration # 80 - FCN = 297240.1419593 Edm = 0.124212 NCalls = 736 -VariableMetric: Iteration # 81 - FCN = 297240.0387082 Edm = 0.0659609 NCalls = 738 -VariableMetric: Iteration # 82 - FCN = 297239.8366118 Edm = 0.0680599 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297239.6694345 Edm = 0.0663065 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297239.4117468 Edm = 0.0527888 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297239.2687375 Edm = 0.0729199 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297239.1079672 Edm = 0.0883566 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297238.8973957 Edm = 0.0887347 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297238.3110885 Edm = 0.162922 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297238.0161912 Edm = 0.0929234 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297237.827547 Edm = 0.0756323 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297237.7056237 Edm = 0.0666032 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297237.5615678 Edm = 0.054016 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297237.4711985 Edm = 0.0235287 NCalls = 766 -VariableMetric: Iteration # 94 - FCN = 297237.4237356 Edm = 0.00903404 NCalls = 768 -VariableMetric: Iteration # 95 - FCN = 297237.4076158 Edm = 0.0047098 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297237.390293 Edm = 0.00614773 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297237.3796201 Edm = 0.00352961 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297237.3692914 Edm = 0.00203491 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297237.3663641 Edm = 0.000357195 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297237.3654482 Edm = 0.000153675 NCalls = 780 -VariableMetric: Iteration # 101 - FCN = 297237.3651327 Edm = 6.10269e-05 NCalls = 782 -VariableMetric: After Hessian - FCN = 297237.3651327 Edm = 0.00027774 NCalls = 1261 -VariableMetric: Iteration # 102 - FCN = 297237.3651327 Edm = 0.00027774 NCalls = 1261 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330599.9118975 Edm = 71.8475 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330599.9118975 Edm = 71.8475 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305684.8056055 Edm = 2.15522 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299401.8904973 Edm = 11.8645 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299388.5571288 Edm = 6.97215 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299384.7539929 Edm = 2.58122 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299098.0155926 Edm = 80.0762 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298949.3397617 Edm = 165.469 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298888.7662346 Edm = 0.457201 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298885.5649918 Edm = 3.19858 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298699.8034799 Edm = 380.804 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298698.8675131 Edm = 0.629703 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298682.2038812 Edm = 6.12448 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298635.5071183 Edm = 54.2177 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297824.3496943 Edm = 233.311 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297555.3123657 Edm = 257.573 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297364.4192105 Edm = 3.80899 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297362.4541899 Edm = 0.0969246 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297362.2423722 Edm = 0.0385394 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297353.3479324 Edm = 7.84771 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297283.2493763 Edm = 1.10051 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297280.8218791 Edm = 0.0512358 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297280.7521708 Edm = 0.00789893 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297280.6148858 Edm = 0.133898 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297268.1115236 Edm = 1.74814 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297231.0353122 Edm = 11.0316 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297208.7889666 Edm = 0.678885 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297208.0946648 Edm = 0.0119375 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297208.0776633 Edm = 0.00495526 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297207.8609763 Edm = 0.220115 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297203.1554803 Edm = 3.54886 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297180.9888427 Edm = 1.49625 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297179.0719812 Edm = 0.0499627 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297179.0016975 Edm = 0.00184462 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297178.9906507 Edm = 0.00860219 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297178.2076204 Edm = 0.758527 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297167.3502902 Edm = 1.2667 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297165.8819825 Edm = 0.0800388 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297165.7822114 Edm = 0.0019381 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297165.7800805 Edm = 0.000247767 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297165.7774446 Edm = 0.0028043 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297165.5320564 Edm = 0.152008 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297163.0331707 Edm = 0.867285 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297161.5714838 Edm = 0.0195578 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297161.5509102 Edm = 0.000610005 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297161.5500492 Edm = 0.00017001 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297161.5490434 Edm = 0.00082165 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297161.466253 Edm = 0.0813741 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297155.914923 Edm = 2.13127 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297154.2247434 Edm = 0.644472 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297153.5002904 Edm = 0.199817 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297153.2265685 Edm = 0.234297 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297152.9403351 Edm = 0.637098 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297152.2506064 Edm = 0.197368 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297152.0792008 Edm = 0.234056 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297151.625021 Edm = 0.196286 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297151.2226989 Edm = 0.171081 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297151.1252642 Edm = 0.0342137 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297151.0802936 Edm = 0.00432364 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297151.074302 Edm = 0.000563106 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297151.0732171 Edm = 0.000691056 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297151.0558921 Edm = 0.0174575 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297150.4950711 Edm = 0.0492297 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297147.3326287 Edm = 1.93581 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297141.9580546 Edm = 3.81573 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297140.5839625 Edm = 4.83109 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297137.7432081 Edm = 0.857698 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297137.2920642 Edm = 0.283861 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297136.987174 Edm = 0.0671259 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297136.9146187 Edm = 0.0191885 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297136.9009254 Edm = 0.00069948 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297136.8995324 Edm = 0.000741922 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297136.8320688 Edm = 0.0702226 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297136.7611603 Edm = 0.0675591 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297133.802022 Edm = 0.208911 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297133.6138086 Edm = 0.0457418 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297133.5810717 Edm = 0.00790119 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297133.571232 Edm = 0.00349915 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297133.5682354 Edm = 0.000312298 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297133.567867 Edm = 6.61021e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297133.567867 Edm = 2.48335 NCalls = 740 -VariableMetric: Iteration # 79 - FCN = 297133.567867 Edm = 2.48335 NCalls = 740 -VariableMetric: Iteration # 80 - FCN = 297131.6064682 Edm = 0.225773 NCalls = 742 -VariableMetric: Iteration # 81 - FCN = 297131.5583709 Edm = 0.0764506 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297131.5052032 Edm = 0.0168929 NCalls = 746 -VariableMetric: Iteration # 83 - FCN = 297131.4847871 Edm = 0.0192127 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297131.4773282 Edm = 0.00717947 NCalls = 750 -VariableMetric: Iteration # 85 - FCN = 297131.4567707 Edm = 0.0106871 NCalls = 753 -VariableMetric: Iteration # 86 - FCN = 297131.4316283 Edm = 0.0118496 NCalls = 756 -VariableMetric: Iteration # 87 - FCN = 297131.419107 Edm = 0.00150248 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297131.4172925 Edm = 0.000980935 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297131.4164887 Edm = 0.000391963 NCalls = 763 -VariableMetric: Iteration # 90 - FCN = 297131.4159192 Edm = 7.27947e-05 NCalls = 765 -VariableMetric: Iteration # 91 - FCN = 297131.4158156 Edm = 7.6815e-06 NCalls = 767 -VariableMetric: After Hessian - FCN = 297131.4158156 Edm = 0.000840985 NCalls = 1262 -VariableMetric: Iteration # 92 - FCN = 297131.4158156 Edm = 0.000840985 NCalls = 1262 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322667.322764 Edm = 22.7713 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322667.322764 Edm = 22.7713 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301504.1632005 Edm = 124.325 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301223.3007218 Edm = 108.814 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301207.2499096 Edm = 3.87409 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300874.1349008 Edm = 26.8457 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 300839.0280356 Edm = 1.95212 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300823.8272034 Edm = 15.7894 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 300747.1650783 Edm = 27.2738 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298512.4323069 Edm = 2643.62 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298463.6843386 Edm = 93.0975 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298162.0881069 Edm = 316.878 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297638.4472252 Edm = 69.032 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297549.6158311 Edm = 25.621 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297497.6247048 Edm = 0.671148 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297496.8874232 Edm = 0.043591 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297496.789599 Edm = 0.0407619 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297496.1484606 Edm = 0.289152 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297483.876608 Edm = 10.2456 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297367.6345277 Edm = 0.811793 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297367.3958282 Edm = 0.396978 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297366.1966627 Edm = 0.726638 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297363.8685302 Edm = 0.204609 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297363.7382036 Edm = 0.0173632 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297363.4566229 Edm = 0.304413 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297353.1517443 Edm = 8.17956 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297346.469544 Edm = 1.37192 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297345.1617842 Edm = 1.90956 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297344.29001 Edm = 0.15318 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297343.9726817 Edm = 0.0487716 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297343.6150276 Edm = 0.118287 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297342.1650808 Edm = 0.97982 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297337.6126519 Edm = 4.71721 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297320.9680249 Edm = 20.8992 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297298.9537425 Edm = 12.3702 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297290.5118469 Edm = 5.42977 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297285.4315062 Edm = 0.943048 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297282.7636538 Edm = 1.0594 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297281.9497677 Edm = 0.118057 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297281.7490554 Edm = 0.036914 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297281.6781707 Edm = 0.0381708 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297281.3070115 Edm = 0.298944 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297277.332741 Edm = 2.37152 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297268.7660875 Edm = 9.03101 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297251.8260336 Edm = 18.3766 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297249.6258201 Edm = 4.79756 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297246.5356914 Edm = 1.54344 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297244.9966834 Edm = 0.653064 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297243.8840419 Edm = 0.924125 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297241.8150205 Edm = 0.831594 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297240.6512662 Edm = 1.84706 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297239.6362904 Edm = 0.763634 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297236.9773547 Edm = 1.27849 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297235.2107914 Edm = 1.90433 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297233.4413347 Edm = 1.64925 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297232.4752546 Edm = 0.912446 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297231.8737528 Edm = 0.681349 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297230.2112334 Edm = 0.952593 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297225.7983482 Edm = 7.97592 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297225.1147029 Edm = 1.82803 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297221.5890255 Edm = 0.72448 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297219.8515715 Edm = 0.104501 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297219.7694 Edm = 0.00911484 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297219.7360848 Edm = 0.0266703 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297219.2798685 Edm = 0.543526 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297219.1425698 Edm = 0.112211 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297216.8505921 Edm = 1.54736 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297212.7900032 Edm = 0.611952 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297212.1291558 Edm = 0.0924621 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297212.0003728 Edm = 0.0393356 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297211.9566905 Edm = 0.0199487 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297211.91327 Edm = 0.0293596 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297211.5474911 Edm = 0.215317 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297210.524324 Edm = 0.85758 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297208.9303724 Edm = 2.9082 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297203.0009508 Edm = 8.55928 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297197.7810807 Edm = 4.02453 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297174.6793686 Edm = 2.35434 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297172.8472654 Edm = 0.603937 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297172.3570502 Edm = 0.0515949 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297172.2832427 Edm = 0.0378138 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297172.2216615 Edm = 0.0366538 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297172.1577651 Edm = 0.00967446 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297172.1482465 Edm = 0.00119051 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297172.1452152 Edm = 0.00151494 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297172.1318122 Edm = 0.00958243 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297171.6534288 Edm = 0.516088 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297170.9664937 Edm = 0.905382 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297170.8936072 Edm = 0.0702468 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297170.3421495 Edm = 0.906075 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297169.785902 Edm = 0.504853 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297160.7534073 Edm = 0.199969 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297160.5451674 Edm = 0.0285618 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297160.5128273 Edm = 0.00358673 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297160.5060932 Edm = 0.00282766 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297160.4784317 Edm = 0.0217178 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297159.9020711 Edm = 0.470982 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297156.8788912 Edm = 0.955912 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297155.2957522 Edm = 0.52089 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297154.9479405 Edm = 0.0931621 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297154.7390331 Edm = 0.0860003 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297154.6085109 Edm = 0.0161642 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297154.5951883 Edm = 0.000640915 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297154.5941926 Edm = 0.000530581 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297154.5841307 Edm = 0.00716738 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297154.4172171 Edm = 0.13255 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297153.8826728 Edm = 0.337492 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297153.3293559 Edm = 0.288997 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297152.4336733 Edm = 0.182346 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297152.2183944 Edm = 0.0100318 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297152.2072405 Edm = 0.000801612 NCalls = 360 -VariableMetric: Iteration # 110 - FCN = 297152.206007 Edm = 0.000266077 NCalls = 362 -VariableMetric: Iteration # 111 - FCN = 297152.2055363 Edm = 0.000261613 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297152.1984851 Edm = 0.00579432 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297151.7624612 Edm = 0.367573 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297146.7752637 Edm = 1.44744 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297145.3454246 Edm = 0.203162 NCalls = 382 -VariableMetric: Iteration # 116 - FCN = 297145.1153103 Edm = 0.112864 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297145.0183659 Edm = 0.0855028 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297144.8912323 Edm = 0.0201605 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297144.8691545 Edm = 0.00102859 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297144.8678258 Edm = 0.000163279 NCalls = 392 -VariableMetric: Iteration # 121 - FCN = 297144.8667663 Edm = 0.000742993 NCalls = 395 -VariableMetric: Iteration # 122 - FCN = 297144.8557664 Edm = 0.00957718 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297144.5353031 Edm = 0.26972 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297142.4550555 Edm = 0.600874 NCalls = 407 -VariableMetric: Iteration # 125 - FCN = 297141.9490757 Edm = 0.352972 NCalls = 409 -VariableMetric: Iteration # 126 - FCN = 297141.8105699 Edm = 0.0202623 NCalls = 411 -VariableMetric: Iteration # 127 - FCN = 297141.7862545 Edm = 0.00322109 NCalls = 413 -VariableMetric: Iteration # 128 - FCN = 297141.7821752 Edm = 0.000444217 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297141.7816668 Edm = 4.48582e-05 NCalls = 417 -VariableMetric: After Hessian - FCN = 297141.7816668 Edm = 172.58 NCalls = 894 -VariableMetric: Iteration # 130 - FCN = 297141.7816668 Edm = 172.58 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297138.0774322 Edm = 111.778 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297137.8700916 Edm = 7.40841 NCalls = 906 -VariableMetric: Iteration # 133 - FCN = 297133.6368949 Edm = 2.49139 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297131.6620016 Edm = 0.484079 NCalls = 911 -VariableMetric: Iteration # 135 - FCN = 297131.0513424 Edm = 0.778524 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297129.8386509 Edm = 0.531243 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297129.223422 Edm = 1.64736 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297127.6700804 Edm = 0.919861 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297127.2352837 Edm = 0.627369 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297126.8686325 Edm = 1.53033 NCalls = 927 -VariableMetric: Iteration # 141 - FCN = 297125.6745892 Edm = 0.936467 NCalls = 930 -VariableMetric: Iteration # 142 - FCN = 297124.487364 Edm = 0.289566 NCalls = 932 -VariableMetric: Iteration # 143 - FCN = 297124.0893454 Edm = 0.172673 NCalls = 934 -VariableMetric: Iteration # 144 - FCN = 297123.8779904 Edm = 0.0968037 NCalls = 936 -VariableMetric: Iteration # 145 - FCN = 297123.5956082 Edm = 0.104763 NCalls = 938 -VariableMetric: Iteration # 146 - FCN = 297123.3787913 Edm = 0.182247 NCalls = 940 -VariableMetric: Iteration # 147 - FCN = 297123.1964806 Edm = 0.103745 NCalls = 942 -VariableMetric: Iteration # 148 - FCN = 297123.007744 Edm = 0.0756074 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297122.7378601 Edm = 0.155214 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297122.2767147 Edm = 0.173898 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297122.0485823 Edm = 0.0680078 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 297121.9778108 Edm = 0.0444769 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297121.9238425 Edm = 0.0162411 NCalls = 956 -VariableMetric: Iteration # 154 - FCN = 297121.8856838 Edm = 0.00742026 NCalls = 958 -VariableMetric: Iteration # 155 - FCN = 297121.8669448 Edm = 0.00446928 NCalls = 960 -VariableMetric: Iteration # 156 - FCN = 297121.8557953 Edm = 0.00244218 NCalls = 962 -VariableMetric: Iteration # 157 - FCN = 297121.8495858 Edm = 0.00112913 NCalls = 964 -VariableMetric: Iteration # 158 - FCN = 297121.8471412 Edm = 0.000460925 NCalls = 966 -VariableMetric: Iteration # 159 - FCN = 297121.8464281 Edm = 7.32386e-05 NCalls = 968 -VariableMetric: After Hessian - FCN = 297121.8464281 Edm = 0.000148678 NCalls = 1457 -VariableMetric: Iteration # 160 - FCN = 297121.8464281 Edm = 0.000148678 NCalls = 1457 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317131.1423613 Edm = 151.377 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317131.1423613 Edm = 151.377 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306589.7097541 Edm = 8.28272 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303280.6294411 Edm = 38.5975 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 303174.6843753 Edm = 64.7205 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 303151.0510053 Edm = 8.11753 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298880.0755767 Edm = 37.1518 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298691.7042255 Edm = 1314.89 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298485.8588294 Edm = 24.9957 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298449.911048 Edm = 2.8815 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298402.2097794 Edm = 55.7418 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298182.9204488 Edm = 108.798 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297951.9043811 Edm = 76.6232 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297906.791176 Edm = 2.38842 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297888.5125542 Edm = 5.6409 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297879.9503305 Edm = 0.436951 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297879.3370447 Edm = 0.0438214 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297879.1012081 Edm = 0.176005 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297876.9412114 Edm = 1.90593 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297748.4026032 Edm = 17.4914 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297731.1707228 Edm = 0.303822 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297730.9534908 Edm = 0.0463425 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297730.8790206 Edm = 0.0583925 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297728.6985108 Edm = 1.5065 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297696.2637911 Edm = 7.85259 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297686.9065476 Edm = 17.8547 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297677.9025364 Edm = 3.48561 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297672.9977862 Edm = 1.05719 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297670.3997518 Edm = 1.00498 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297669.838495 Edm = 0.318596 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297669.4427785 Edm = 0.0713621 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297669.3417243 Edm = 0.0296717 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297669.2494934 Edm = 0.0528156 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297665.1775485 Edm = 5.44458 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297664.0189329 Edm = 2.39584 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297661.3948131 Edm = 1.83504 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297632.5081328 Edm = 4.97984 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297628.1761654 Edm = 13.9939 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297624.904235 Edm = 2.85592 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297623.1731163 Edm = 0.443489 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297622.6632949 Edm = 0.100553 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297622.5666739 Edm = 0.0140284 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297622.5451848 Edm = 0.006414 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297622.5161168 Edm = 0.0298354 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297621.3698188 Edm = 1.76153 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297621.2136043 Edm = 0.164433 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297621.0540225 Edm = 0.126936 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297609.7116009 Edm = 13.1419 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297596.1993388 Edm = 12.9429 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297578.8865693 Edm = 3.49716 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297574.9115882 Edm = 0.343959 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297574.4627116 Edm = 0.0985156 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297574.1785089 Edm = 0.0338301 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297574.1248134 Edm = 0.00672741 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297574.1097263 Edm = 0.00356658 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297574.0657703 Edm = 0.0334713 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297573.5706304 Edm = 0.613459 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297573.2818665 Edm = 0.256788 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297566.9345328 Edm = 3.66067 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297558.3032776 Edm = 5.87129 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297555.6804886 Edm = 1.04937 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297554.8139018 Edm = 0.100188 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297554.6207405 Edm = 0.0371591 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297554.5430002 Edm = 0.0170654 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297554.5233307 Edm = 0.00326991 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297554.5199877 Edm = 0.000927581 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297554.5161032 Edm = 0.0049501 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297554.4315837 Edm = 0.0766198 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297551.2511127 Edm = 0.52693 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297550.6186841 Edm = 0.020324 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297550.5914203 Edm = 0.00418813 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297550.5858835 Edm = 0.00191149 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297550.5797647 Edm = 0.00347317 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297550.5248126 Edm = 0.0425889 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297545.7899581 Edm = 3.20118 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297541.2353382 Edm = 0.495388 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297540.8158037 Edm = 0.0333317 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297540.7928986 Edm = 0.00609628 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297540.7878728 Edm = 0.000985724 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297540.7865496 Edm = 0.000229712 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297540.7848266 Edm = 0.00145255 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297540.7119422 Edm = 0.0813491 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297539.864508 Edm = 0.342714 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297539.3099141 Edm = 0.0377146 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297539.2832839 Edm = 0.00130862 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297539.2817176 Edm = 0.000180352 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297539.281153 Edm = 0.000294112 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297539.2690077 Edm = 0.0101556 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297538.6771294 Edm = 0.546481 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297536.951186 Edm = 0.116847 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297536.8274511 Edm = 0.00505234 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297536.8215132 Edm = 0.000312694 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297536.8211398 Edm = 7.42525e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297536.8211398 Edm = 3.63906 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297536.8211398 Edm = 3.63906 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297533.6339593 Edm = 0.252423 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297533.4259337 Edm = 0.0423032 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297533.3729577 Edm = 0.0182537 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297533.3538601 Edm = 0.004601 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297533.3423797 Edm = 0.00426804 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297533.3318454 Edm = 0.00175833 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297533.3284589 Edm = 0.00088386 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297533.3271147 Edm = 0.0010997 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297533.3263915 Edm = 0.00043296 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297533.3257203 Edm = 0.000153968 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297533.3255041 Edm = 0.000134426 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297533.3253252 Edm = 5.94303e-05 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297533.3252359 Edm = 6.09596e-06 NCalls = 796 -VariableMetric: After Hessian - FCN = 297533.3252359 Edm = 8.80331e-06 NCalls = 1289 -VariableMetric: Iteration # 106 - FCN = 297533.3252359 Edm = 8.80331e-06 NCalls = 1289 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328971.7207449 Edm = 62.1868 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328971.7207449 Edm = 62.1868 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314162.5763912 Edm = 214.316 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 313987.9253989 Edm = 340.772 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297716.4966196 Edm = 25.8521 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297662.007276 Edm = 78.6081 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297426.9648058 Edm = 6.24207 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297419.7579533 Edm = 0.152793 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297419.5115883 Edm = 0.0171575 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297415.490442 Edm = 3.29817 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297399.4206119 Edm = 0.0958248 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297399.2175259 Edm = 0.111048 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297374.6586713 Edm = 16.4775 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297324.8780213 Edm = 8.02531 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297320.0226033 Edm = 0.123826 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297319.8162311 Edm = 0.0879516 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297306.6999104 Edm = 14.6672 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297306.3452793 Edm = 0.308017 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297271.673417 Edm = 15.1674 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297248.6553823 Edm = 0.43492 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297248.2674757 Edm = 0.0126644 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297248.2454252 Edm = 0.00705494 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297247.8090889 Edm = 0.358881 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297200.8529358 Edm = 16.5924 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297189.7604306 Edm = 12.5575 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297183.4502951 Edm = 0.282465 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297183.2561765 Edm = 0.0527369 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297183.2150424 Edm = 0.00438265 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297183.2067741 Edm = 0.00319589 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297183.0444082 Edm = 0.1233 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297174.4921482 Edm = 2.77495 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297171.1612841 Edm = 0.535776 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297170.8492995 Edm = 0.0202702 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297170.8294837 Edm = 0.00400329 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297170.8236148 Edm = 0.00168977 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297170.8208514 Edm = 0.000622555 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297170.8127605 Edm = 0.00791583 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297169.8913421 Edm = 0.17477 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297166.9996283 Edm = 0.42087 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297166.4331842 Edm = 0.0708826 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297166.3700192 Edm = 0.00559679 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297166.3629699 Edm = 0.000613626 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297166.3617704 Edm = 0.000429702 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297166.3411258 Edm = 0.0193086 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297163.6753091 Edm = 0.674043 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297162.7366202 Edm = 0.0199022 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297162.721714 Edm = 0.00358792 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297162.7187221 Edm = 0.000157977 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297162.718361 Edm = 0.000198209 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297162.706291 Edm = 0.0126477 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297162.596836 Edm = 0.0938031 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297160.8433664 Edm = 0.148994 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297160.6704601 Edm = 0.00509115 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297160.6653665 Edm = 0.000311826 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297160.6639014 Edm = 0.00118517 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297160.4865926 Edm = 0.170693 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297156.4156753 Edm = 1.11062 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297154.7922764 Edm = 0.145311 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297154.5957174 Edm = 0.0120453 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297154.5831976 Edm = 0.000888087 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297154.5820937 Edm = 0.000138916 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297154.5816842 Edm = 0.000241564 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297154.5793922 Edm = 0.00142379 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297154.5192533 Edm = 0.0558483 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297154.1505849 Edm = 0.286518 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297153.390677 Edm = 0.119162 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297153.2569971 Edm = 0.00607069 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297153.2495634 Edm = 0.000609766 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297153.2489872 Edm = 0.000113312 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297153.2481699 Edm = 0.000730804 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297153.1152976 Edm = 0.0191415 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297152.3861529 Edm = 0.240429 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297151.5615269 Edm = 0.113496 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297151.4593948 Edm = 0.0091322 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297151.450411 Edm = 0.000217655 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297151.450095 Edm = 8.5311e-05 NCalls = 231 -VariableMetric: After Hessian - FCN = 297151.450095 Edm = 861.665 NCalls = 702 -VariableMetric: Iteration # 75 - FCN = 297151.450095 Edm = 861.665 NCalls = 702 -VariableMetric: Iteration # 76 - FCN = 297144.4142315 Edm = 664.919 NCalls = 708 -VariableMetric: Iteration # 77 - FCN = 297144.3864077 Edm = 6.6267 NCalls = 713 -VariableMetric: Iteration # 78 - FCN = 297141.8231333 Edm = 0.418584 NCalls = 717 -VariableMetric: Iteration # 79 - FCN = 297141.1259194 Edm = 1.54961 NCalls = 720 -VariableMetric: Iteration # 80 - FCN = 297139.9600264 Edm = 0.719803 NCalls = 723 -VariableMetric: Iteration # 81 - FCN = 297138.1979398 Edm = 2.11799 NCalls = 726 -VariableMetric: Iteration # 82 - FCN = 297136.9339527 Edm = 0.807134 NCalls = 729 -VariableMetric: Iteration # 83 - FCN = 297135.2386347 Edm = 1.28022 NCalls = 731 -VariableMetric: Iteration # 84 - FCN = 297134.3604008 Edm = 0.28403 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297133.9115389 Edm = 0.135877 NCalls = 735 -VariableMetric: Iteration # 86 - FCN = 297133.6731826 Edm = 0.206935 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297133.4428584 Edm = 0.202929 NCalls = 739 -VariableMetric: Iteration # 88 - FCN = 297130.78379 Edm = 2.16258 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297130.7452078 Edm = 0.129098 NCalls = 747 -VariableMetric: Iteration # 90 - FCN = 297128.5325469 Edm = 2.85111 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297128.2153562 Edm = 0.390108 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297127.4047722 Edm = 1.61397 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297124.4560671 Edm = 2.35402 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297121.6307193 Edm = 0.442101 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297121.1754463 Edm = 0.142621 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297120.9188036 Edm = 0.0819584 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297120.7766706 Edm = 0.0213062 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297120.724452 Edm = 0.0155965 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297120.6959714 Edm = 0.0167589 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297120.6727941 Edm = 0.00831185 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297120.6410929 Edm = 0.00838968 NCalls = 780 -VariableMetric: Iteration # 102 - FCN = 297120.6222246 Edm = 0.00469634 NCalls = 782 -VariableMetric: Iteration # 103 - FCN = 297120.6093846 Edm = 0.00255743 NCalls = 784 -VariableMetric: Iteration # 104 - FCN = 297120.6011816 Edm = 0.00260848 NCalls = 786 -VariableMetric: Iteration # 105 - FCN = 297120.5916545 Edm = 0.00133185 NCalls = 788 -VariableMetric: Iteration # 106 - FCN = 297120.5887376 Edm = 0.000560615 NCalls = 790 -VariableMetric: Iteration # 107 - FCN = 297120.5870226 Edm = 0.000772218 NCalls = 792 -VariableMetric: Iteration # 108 - FCN = 297120.5846555 Edm = 0.000895648 NCalls = 794 -VariableMetric: Iteration # 109 - FCN = 297120.5829254 Edm = 0.000700456 NCalls = 796 -VariableMetric: Iteration # 110 - FCN = 297120.5794349 Edm = 0.000977203 NCalls = 798 -VariableMetric: Iteration # 111 - FCN = 297120.5758349 Edm = 0.000963336 NCalls = 800 -VariableMetric: Iteration # 112 - FCN = 297120.5730061 Edm = 0.000775541 NCalls = 802 -VariableMetric: Iteration # 113 - FCN = 297120.5702327 Edm = 0.000405729 NCalls = 804 -VariableMetric: Iteration # 114 - FCN = 297120.5693568 Edm = 0.000278819 NCalls = 806 -VariableMetric: Iteration # 115 - FCN = 297120.5675935 Edm = 0.000439586 NCalls = 809 -VariableMetric: Iteration # 116 - FCN = 297120.5667622 Edm = 4.69499e-05 NCalls = 811 -VariableMetric: After Hessian - FCN = 297120.5667622 Edm = 0.00113943 NCalls = 1290 -VariableMetric: Iteration # 117 - FCN = 297120.5667622 Edm = 0.00113943 NCalls = 1290 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346330.179727 Edm = 726.601 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346330.179727 Edm = 726.601 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 318534.8411837 Edm = 158.619 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 302667.3120144 Edm = 22.7823 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302613.766103 Edm = 140.914 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302580.7572844 Edm = 1.73882 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 302437.6806812 Edm = 103.97 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300873.5948974 Edm = 906.426 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299433.0341188 Edm = 222.447 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299359.087096 Edm = 7.49921 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 299353.1199758 Edm = 0.144061 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 299345.7663497 Edm = 8.75979 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 299122.3124299 Edm = 305.904 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 299121.6077058 Edm = 0.418319 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 299120.9916188 Edm = 0.441716 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 298999.757712 Edm = 120.558 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 298996.7466337 Edm = 3.24409 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 298978.2941558 Edm = 20.2308 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 298976.8043857 Edm = 1.33713 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 298815.7003352 Edm = 159.849 NCalls = 86 -VariableMetric: Iteration # 19 - FCN = 298814.5199002 Edm = 1.14329 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 298642.17274 Edm = 151.423 NCalls = 97 -VariableMetric: Iteration # 21 - FCN = 297831.80947 Edm = 31.2708 NCalls = 101 -VariableMetric: Iteration # 22 - FCN = 297791.0435685 Edm = 0.257238 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 297790.6106216 Edm = 0.0517901 NCalls = 105 -VariableMetric: Iteration # 24 - FCN = 297788.2507138 Edm = 1.38199 NCalls = 109 -VariableMetric: Iteration # 25 - FCN = 297714.6683544 Edm = 76.1337 NCalls = 114 -VariableMetric: Iteration # 26 - FCN = 297694.3001111 Edm = 19.2017 NCalls = 117 -VariableMetric: Iteration # 27 - FCN = 297599.5010947 Edm = 60.842 NCalls = 122 -VariableMetric: Iteration # 28 - FCN = 297363.3063831 Edm = 23.7583 NCalls = 124 -VariableMetric: Iteration # 29 - FCN = 297327.8983979 Edm = 1.50861 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 297325.8841868 Edm = 0.0397786 NCalls = 129 -VariableMetric: Iteration # 31 - FCN = 297325.798706 Edm = 0.026081 NCalls = 131 -VariableMetric: Iteration # 32 - FCN = 297325.6702412 Edm = 0.0645764 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297322.1805674 Edm = 3.27636 NCalls = 138 -VariableMetric: Iteration # 34 - FCN = 297272.3501974 Edm = 4.18359 NCalls = 141 -VariableMetric: Iteration # 35 - FCN = 297266.8767605 Edm = 1.19054 NCalls = 143 -VariableMetric: Iteration # 36 - FCN = 297265.0577547 Edm = 0.264109 NCalls = 145 -VariableMetric: Iteration # 37 - FCN = 297264.7135766 Edm = 0.00963362 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297264.7008668 Edm = 0.00193462 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297264.6871974 Edm = 0.0127705 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297261.9727453 Edm = 0.673835 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297260.5067835 Edm = 0.00763393 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297260.4968158 Edm = 0.00228071 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297260.464081 Edm = 0.0286134 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297259.0912006 Edm = 1.08664 NCalls = 171 -VariableMetric: Iteration # 45 - FCN = 297237.1587042 Edm = 25.7181 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297231.2896378 Edm = 11.3589 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297206.6454315 Edm = 6.02537 NCalls = 182 -VariableMetric: Iteration # 48 - FCN = 297202.111025 Edm = 0.925732 NCalls = 184 -VariableMetric: Iteration # 49 - FCN = 297201.2847603 Edm = 0.06573 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297201.2177975 Edm = 0.00130501 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297201.2148295 Edm = 0.00124534 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297201.2062924 Edm = 0.00515433 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297201.05837 Edm = 0.148078 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297195.0477179 Edm = 1.26308 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297193.3469631 Edm = 0.325417 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297193.1582108 Edm = 0.135741 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297192.944876 Edm = 0.0124392 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297192.9315983 Edm = 0.000711905 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297192.9304393 Edm = 0.000386813 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297192.9200697 Edm = 0.0101981 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297192.4810998 Edm = 0.388862 NCalls = 224 -VariableMetric: Iteration # 62 - FCN = 297192.4734531 Edm = 0.000511216 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297192.4715181 Edm = 0.0017262 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297192.1273247 Edm = 0.313659 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297188.1699887 Edm = 0.879598 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297186.8016095 Edm = 0.0553868 NCalls = 242 -VariableMetric: Iteration # 67 - FCN = 297186.7572977 Edm = 0.00740073 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297186.7511946 Edm = 0.000404978 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297186.7502894 Edm = 0.000416656 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297186.741819 Edm = 0.0087416 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297186.5953626 Edm = 0.145329 NCalls = 258 -VariableMetric: Iteration # 72 - FCN = 297186.5904583 Edm = 0.00431394 NCalls = 261 -VariableMetric: Iteration # 73 - FCN = 297184.3839275 Edm = 0.972992 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297181.8053225 Edm = 0.595345 NCalls = 271 -VariableMetric: Iteration # 75 - FCN = 297181.2331823 Edm = 0.07187 NCalls = 272 -VariableMetric: Iteration # 76 - FCN = 297181.1888321 Edm = 0.00379635 NCalls = 274 -VariableMetric: Iteration # 77 - FCN = 297181.1854771 Edm = 0.000262288 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297181.1850134 Edm = 0.000269672 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297181.1776656 Edm = 0.00814889 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297181.0494266 Edm = 0.0790744 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297180.3862703 Edm = 0.284773 NCalls = 293 -VariableMetric: Iteration # 82 - FCN = 297178.9520603 Edm = 0.420334 NCalls = 297 -VariableMetric: Iteration # 83 - FCN = 297178.4420471 Edm = 0.101137 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297178.360144 Edm = 0.0110654 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297178.3470637 Edm = 0.00625608 NCalls = 302 -VariableMetric: Iteration # 86 - FCN = 297178.3432735 Edm = 0.000665783 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297178.3424237 Edm = 9.51878e-05 NCalls = 305 -VariableMetric: Iteration # 88 - FCN = 297178.3420649 Edm = 0.00026281 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297178.3335435 Edm = 0.00844682 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297178.0277767 Edm = 0.199448 NCalls = 318 -VariableMetric: Iteration # 91 - FCN = 297176.7348016 Edm = 1.05344 NCalls = 324 -VariableMetric: Iteration # 92 - FCN = 297176.0778079 Edm = 1.42475 NCalls = 327 -VariableMetric: Iteration # 93 - FCN = 297175.1196536 Edm = 0.490056 NCalls = 329 -VariableMetric: Iteration # 94 - FCN = 297174.4025659 Edm = 0.170164 NCalls = 332 -VariableMetric: Iteration # 95 - FCN = 297174.2050419 Edm = 0.0457388 NCalls = 334 -VariableMetric: Iteration # 96 - FCN = 297174.1765599 Edm = 0.00750101 NCalls = 336 -VariableMetric: Iteration # 97 - FCN = 297174.1691323 Edm = 0.000474569 NCalls = 338 -VariableMetric: Iteration # 98 - FCN = 297174.1682518 Edm = 0.00026809 NCalls = 340 -VariableMetric: Iteration # 99 - FCN = 297174.1654071 Edm = 0.00273989 NCalls = 343 -VariableMetric: Iteration # 100 - FCN = 297174.1023255 Edm = 0.055304 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297171.9683195 Edm = 0.913928 NCalls = 354 -VariableMetric: Iteration # 102 - FCN = 297170.6446577 Edm = 0.213653 NCalls = 356 -VariableMetric: Iteration # 103 - FCN = 297170.5779782 Edm = 0.0490804 NCalls = 358 -VariableMetric: Iteration # 104 - FCN = 297170.5493733 Edm = 0.00162061 NCalls = 360 -VariableMetric: Iteration # 105 - FCN = 297170.5476556 Edm = 0.000132085 NCalls = 362 -VariableMetric: Iteration # 106 - FCN = 297170.5474666 Edm = 8.44753e-05 NCalls = 364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317566.1942918 Edm = 65.0577 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317566.1942918 Edm = 65.0577 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302746.8431933 Edm = 12.7618 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302485.0631554 Edm = 67.7673 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298693.8136443 Edm = 236.801 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 298666.8467675 Edm = 26.995 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 298650.3795561 Edm = 8.28557 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298561.4868961 Edm = 11.4038 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298545.5300454 Edm = 41.6233 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298464.4572601 Edm = 48.3985 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298375.2713965 Edm = 26.5049 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 298317.8499006 Edm = 51.3609 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298297.151561 Edm = 2.08074 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298292.0192182 Edm = 1.53951 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298109.6440051 Edm = 53.7962 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 298065.5867815 Edm = 2.04646 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 298065.3139554 Edm = 0.425681 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 298060.3704078 Edm = 0.337607 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 298059.8132587 Edm = 0.0931008 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 298059.3609236 Edm = 0.30477 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 298054.2223896 Edm = 6.19556 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 298007.9660527 Edm = 41.7958 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 298007.603834 Edm = 0.650066 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 298005.2684303 Edm = 1.88141 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297989.5595818 Edm = 1.866 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297983.2924567 Edm = 5.4378 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 297971.0223395 Edm = 3.22267 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297965.8560828 Edm = 0.109474 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297965.6845843 Edm = 0.0427045 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297964.6080062 Edm = 0.859334 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297917.0290524 Edm = 47.6002 NCalls = 120 -VariableMetric: Iteration # 30 - FCN = 297907.7910679 Edm = 13.5423 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297879.627087 Edm = 20.7338 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297800.3132334 Edm = 15.4929 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297768.7097985 Edm = 18.6002 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297760.3968021 Edm = 1.93831 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297758.1380224 Edm = 0.175194 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297757.8972614 Edm = 0.016944 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297757.8098682 Edm = 0.0527976 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297755.4587723 Edm = 0.576371 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297754.7883635 Edm = 1.05262 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297751.9485858 Edm = 1.92028 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297750.6860456 Edm = 2.28724 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297748.6611467 Edm = 0.806008 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297747.9878571 Edm = 1.22995 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297746.0604825 Edm = 1.84825 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297744.0456248 Edm = 2.8648 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297742.3108527 Edm = 0.228302 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297742.0367565 Edm = 0.331995 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297741.8643184 Edm = 0.0491346 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297741.8049487 Edm = 0.0165026 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297741.7369706 Edm = 0.0699937 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297739.113046 Edm = 1.80329 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297732.4648837 Edm = 14.0398 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297728.8933512 Edm = 11.5904 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297717.4751841 Edm = 14.4177 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297703.3436002 Edm = 9.69504 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297690.4973284 Edm = 0.965928 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297689.9214953 Edm = 0.0336603 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297689.8815176 Edm = 0.0147135 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297689.603198 Edm = 0.269897 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297683.84755 Edm = 5.24669 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297627.8058183 Edm = 7.25668 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297616.0257133 Edm = 0.963024 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297614.6743969 Edm = 0.137167 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297614.5309428 Edm = 0.00465481 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297614.5253255 Edm = 0.00118863 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297614.5212448 Edm = 0.00386319 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297614.284599 Edm = 0.195591 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297608.5109129 Edm = 1.32059 NCalls = 245 -VariableMetric: Iteration # 69 - FCN = 297605.7857891 Edm = 0.852854 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297605.2624925 Edm = 0.10994 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297605.1669355 Edm = 0.00533039 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297605.1620188 Edm = 0.000564625 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297605.1581898 Edm = 0.00310541 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297605.0940511 Edm = 0.0420842 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297603.838639 Edm = 1.13308 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297598.3998174 Edm = 1.35726 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297597.4749415 Edm = 0.11836 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297597.2853379 Edm = 0.0119545 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297597.2680511 Edm = 0.00107641 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297597.2664239 Edm = 0.000300365 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297597.2641247 Edm = 0.00174164 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297597.217549 Edm = 0.0516431 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297596.7756347 Edm = 0.376704 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297590.8550134 Edm = 0.493756 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297590.2761857 Edm = 0.114775 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297590.1356007 Edm = 0.0318083 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297590.1142102 Edm = 0.0047634 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297590.1098743 Edm = 0.000287444 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297590.1094138 Edm = 0.000101907 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297590.1088641 Edm = 0.000192913 NCalls = 303 -VariableMetric: Iteration # 91 - FCN = 297590.1083816 Edm = 0.000126414 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297590.1071302 Edm = 0.00107805 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297589.9973146 Edm = 0.0999846 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297588.6674468 Edm = 0.506673 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297587.927168 Edm = 0.079136 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297587.8332641 Edm = 0.057912 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297587.7877059 Edm = 0.0303905 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297587.7600018 Edm = 0.00511342 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297587.7540885 Edm = 0.000262079 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297587.7537282 Edm = 8.9729e-05 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297587.7521032 Edm = 0.0014737 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297587.6411532 Edm = 0.105884 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297587.0166755 Edm = 0.608995 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297586.2807903 Edm = 1.16693 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297585.3209059 Edm = 0.753474 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297584.63873 Edm = 0.444701 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297584.0021214 Edm = 0.0965446 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297583.9301695 Edm = 0.0531291 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297583.8741755 Edm = 0.0178472 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297583.8279843 Edm = 0.0102335 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297583.817433 Edm = 0.00175043 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297583.8158981 Edm = 0.00041301 NCalls = 362 -VariableMetric: Iteration # 113 - FCN = 297583.814947 Edm = 0.000337599 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297583.8141592 Edm = 0.000115167 NCalls = 366 -VariableMetric: Iteration # 115 - FCN = 297583.8140034 Edm = 4.02114e-05 NCalls = 368 -VariableMetric: After Hessian - FCN = 297583.8140034 Edm = 9.22325 NCalls = 851 -VariableMetric: Iteration # 116 - FCN = 297583.8140034 Edm = 9.22325 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297581.9815836 Edm = 5.62385 NCalls = 853 -VariableMetric: Iteration # 118 - FCN = 297580.384517 Edm = 0.559555 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297579.949956 Edm = 0.20854 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297579.8369056 Edm = 0.0703968 NCalls = 859 -VariableMetric: Iteration # 121 - FCN = 297579.7297148 Edm = 0.0695278 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297579.5219483 Edm = 0.0790228 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297579.4253233 Edm = 0.0209363 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297579.3950378 Edm = 0.0201431 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297579.3606163 Edm = 0.0135485 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297579.3466186 Edm = 0.00406071 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297579.3433066 Edm = 0.000334522 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297579.3428958 Edm = 5.42642e-05 NCalls = 877 -VariableMetric: After Hessian - FCN = 297579.3428958 Edm = 7.33382e-05 NCalls = 1362 -VariableMetric: Iteration # 129 - FCN = 297579.3428958 Edm = 7.33382e-05 NCalls = 1362 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301663.8209359 Edm = 12.8547 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301663.8209359 Edm = 12.8547 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300311.9472025 Edm = 1.74362 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300277.1826267 Edm = 2.17095 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 300190.7002075 Edm = 105.81 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300025.5859777 Edm = 135.678 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298347.7840862 Edm = 17.0383 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298326.5556219 Edm = 34.7168 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298224.3310429 Edm = 2.37194 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298221.2837703 Edm = 0.396106 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298210.9240403 Edm = 15.9427 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298148.0859398 Edm = 35.8455 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298015.6054592 Edm = 14.9625 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298002.0646799 Edm = 4.31019 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297998.8875581 Edm = 0.211599 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297998.4083393 Edm = 0.226406 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297959.2430394 Edm = 38.2222 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297842.7441606 Edm = 18.8158 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297818.4018752 Edm = 3.51598 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297813.5945157 Edm = 0.446147 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297813.1988715 Edm = 0.0405772 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297812.9284161 Edm = 0.228664 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297780.8670633 Edm = 31.1023 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297638.6128655 Edm = 59.1877 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297584.174248 Edm = 20.7545 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297565.0133377 Edm = 6.66123 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297547.9087023 Edm = 11.8779 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297539.5914918 Edm = 10.0041 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297527.7310361 Edm = 0.499698 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297527.0362402 Edm = 0.0724153 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297526.9440047 Edm = 0.0132864 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297526.7455965 Edm = 0.210333 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297519.408686 Edm = 7.42929 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297491.8994084 Edm = 7.36905 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297484.4411117 Edm = 3.36646 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297479.4999293 Edm = 1.30649 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297478.2464278 Edm = 0.369078 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297477.964565 Edm = 0.0485673 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297477.9157074 Edm = 0.0106467 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297477.9002969 Edm = 0.0107321 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297477.7594056 Edm = 0.146117 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297476.6499367 Edm = 1.00827 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297463.3628948 Edm = 6.50838 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297455.8382672 Edm = 0.668237 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297455.3818477 Edm = 0.122039 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297455.311553 Edm = 0.0512756 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297455.2905378 Edm = 0.0108121 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297455.269531 Edm = 0.00932544 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297455.1047782 Edm = 0.142661 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297450.4138308 Edm = 5.2236 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297443.1629191 Edm = 6.36496 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297413.4609579 Edm = 5.72008 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297408.2573908 Edm = 0.216937 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297408.054727 Edm = 0.0747954 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297407.9693239 Edm = 0.0286268 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297407.9344916 Edm = 0.00540483 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297407.9259273 Edm = 0.00193898 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297407.9140939 Edm = 0.0101286 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297407.2661743 Edm = 0.565256 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297394.4767876 Edm = 5.18427 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297380.4020278 Edm = 1.95974 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297377.678383 Edm = 1.04051 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297375.9894755 Edm = 0.42972 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297375.4430588 Edm = 0.061513 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297375.3752813 Edm = 0.00899316 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297375.3705346 Edm = 0.00189746 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297375.3674767 Edm = 0.00116583 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297375.3560908 Edm = 0.00783308 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297375.0913561 Edm = 0.269646 NCalls = 209 -VariableMetric: Iteration # 68 - FCN = 297373.957738 Edm = 0.983179 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297359.8980532 Edm = 1.56289 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297358.2679439 Edm = 0.138037 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297358.116374 Edm = 0.0153078 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297358.1003539 Edm = 0.000491654 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297358.0996936 Edm = 0.000227604 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297358.0984797 Edm = 0.000977189 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297358.0892598 Edm = 0.00792772 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297357.4383229 Edm = 0.546123 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297355.0063127 Edm = 0.477314 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297354.6233638 Edm = 0.013077 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297354.6122482 Edm = 0.000654693 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297354.611586 Edm = 0.000129748 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297354.61082 Edm = 0.000939886 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297354.5786184 Edm = 0.0330803 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297354.5732572 Edm = 0.00516672 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297351.2455271 Edm = 1.21566 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297348.2612813 Edm = 0.517827 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297347.9270057 Edm = 0.0431184 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297347.8957158 Edm = 0.0166961 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297347.8894119 Edm = 0.00048003 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297347.8887467 Edm = 0.000152411 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297347.8878446 Edm = 0.00068669 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297347.8829597 Edm = 0.00422316 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297347.8075981 Edm = 0.0777626 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297346.6588764 Edm = 0.233356 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297346.3585578 Edm = 0.0103211 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297346.3475289 Edm = 0.000126499 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297346.3473487 Edm = 4.49399e-05 NCalls = 301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320921.8960512 Edm = 133.735 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320921.8960512 Edm = 133.735 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302257.93527 Edm = 11.6141 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299811.0165919 Edm = 1170.47 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299719.6885551 Edm = 25.7301 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299700.1908141 Edm = 7.59284 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298111.3810132 Edm = 191.458 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297703.8130189 Edm = 1.92967 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297701.4928725 Edm = 0.352651 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297701.0456741 Edm = 0.146938 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297647.5193075 Edm = 22.9629 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297607.091719 Edm = 0.435592 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297606.4423146 Edm = 0.0481229 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297604.0299254 Edm = 2.1702 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297446.4532806 Edm = 17.2173 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297421.2371228 Edm = 2.29284 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297417.7974323 Edm = 0.106145 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297417.6891404 Edm = 0.00833988 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297417.634975 Edm = 0.0431457 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297411.8786848 Edm = 5.24578 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297399.3416528 Edm = 0.748808 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297398.7681642 Edm = 0.0143933 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297398.7506297 Edm = 0.00474874 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297398.0158402 Edm = 0.747228 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297393.4710794 Edm = 2.19836 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297370.454348 Edm = 16.392 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297356.2384984 Edm = 8.68993 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297351.3791047 Edm = 0.876309 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297350.9327221 Edm = 0.0463362 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297350.8932107 Edm = 0.00299279 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297350.8863516 Edm = 0.00678809 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297350.7772598 Edm = 0.119603 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297348.3655824 Edm = 1.12641 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297341.9069662 Edm = 1.92562 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297339.3333385 Edm = 0.576895 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297339.1233644 Edm = 0.0592287 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297339.0693685 Edm = 0.00323541 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297339.0616742 Edm = 0.00423529 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297338.7934064 Edm = 0.246633 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297335.4111097 Edm = 0.393574 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297335.0445381 Edm = 0.0055324 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297335.0393764 Edm = 0.00068242 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297335.0373886 Edm = 0.00142839 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297335.0277646 Edm = 0.00891736 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297334.2662718 Edm = 0.717981 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297329.9479565 Edm = 0.106519 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297329.8077137 Edm = 0.0113974 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297329.7915706 Edm = 0.00606778 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297329.7859977 Edm = 0.000700978 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297329.7848102 Edm = 0.000412708 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297329.7773903 Edm = 0.00714024 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297329.253774 Edm = 0.224188 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297326.8135647 Edm = 0.943006 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297325.2609268 Edm = 0.0262191 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297325.2370608 Edm = 0.000216402 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297325.236803 Edm = 4.11826e-05 NCalls = 183 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311693.7452156 Edm = 27.3539 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311693.7452156 Edm = 27.3539 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298941.7769075 Edm = 1.20191 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298938.3692095 Edm = 4.7003 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298932.1488815 Edm = 5.92617 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298871.7707154 Edm = 52.9868 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297915.6944097 Edm = 165.576 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297762.7665991 Edm = 3.52073 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297760.5985402 Edm = 0.0450186 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297760.5129359 Edm = 0.0868688 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297728.0790552 Edm = 0.607336 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297726.6141154 Edm = 0.0570899 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297711.8700765 Edm = 11.7496 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297605.0283673 Edm = 8.58413 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297596.0754219 Edm = 0.0728064 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297595.9922921 Edm = 0.0231239 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297595.9348919 Edm = 0.0192066 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297595.577539 Edm = 0.307108 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297572.5902985 Edm = 11.9942 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297554.7196783 Edm = 12.3548 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297546.9118334 Edm = 1.85904 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297544.7039291 Edm = 0.921815 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297543.8628754 Edm = 0.213557 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297543.6889027 Edm = 0.0440984 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297543.6293509 Edm = 0.00994411 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297543.5992158 Edm = 0.0190853 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297541.8967113 Edm = 1.73894 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297507.3467103 Edm = 3.09311 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297475.3043635 Edm = 43.9151 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297449.2416102 Edm = 9.62327 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297433.103753 Edm = 1.69138 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297430.5623534 Edm = 0.426725 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297430.1604135 Edm = 0.0226764 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297430.1206431 Edm = 0.0100257 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297430.0681976 Edm = 0.0391809 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297429.2306604 Edm = 0.803845 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297414.8702524 Edm = 3.29972 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297410.7932486 Edm = 0.448949 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297409.9476492 Edm = 0.0666549 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297409.8277761 Edm = 0.0315561 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297409.7715896 Edm = 0.0182804 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297409.7491853 Edm = 0.00221353 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297409.7440118 Edm = 0.00308989 NCalls = 127 -VariableMetric: Iteration # 42 - FCN = 297409.6647486 Edm = 0.0933887 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297409.6192869 Edm = 0.0377228 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297407.915473 Edm = 2.20329 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297407.522241 Edm = 0.958507 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297402.6010539 Edm = 3.89312 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297387.2610288 Edm = 3.76719 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297379.4420418 Edm = 1.48259 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297378.2620725 Edm = 0.325376 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297378.0244719 Edm = 0.0587857 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297377.9771262 Edm = 0.013391 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297377.9636526 Edm = 0.00178357 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297377.9615699 Edm = 0.000628945 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297377.9580674 Edm = 0.00285778 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297377.7923041 Edm = 0.131938 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297376.0073674 Edm = 1.17288 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297372.251183 Edm = 2.26405 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297368.2947121 Edm = 3.20593 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297365.8424469 Edm = 1.9238 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297363.6803473 Edm = 0.252491 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297363.3186775 Edm = 0.017604 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297363.3005512 Edm = 0.00157502 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297363.2977687 Edm = 0.00178742 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297363.2918288 Edm = 0.00763501 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297363.1285456 Edm = 0.159002 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297359.3078635 Edm = 2.39541 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297355.5096957 Edm = 0.870137 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297355.0479215 Edm = 0.654269 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297354.614916 Edm = 0.0806267 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297354.536662 Edm = 0.0062601 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297354.5316058 Edm = 0.000972418 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297354.5258653 Edm = 0.00372318 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297354.5162683 Edm = 0.0110786 NCalls = 225 -VariableMetric: Iteration # 74 - FCN = 297354.3760755 Edm = 0.139359 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297352.7243526 Edm = 1.19956 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297350.5417971 Edm = 0.479293 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297350.1416933 Edm = 0.0705364 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297350.1040756 Edm = 0.0161274 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297350.0914077 Edm = 0.000716725 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297350.0906072 Edm = 3.06469e-05 NCalls = 248 -VariableMetric: After Hessian - FCN = 297350.0906072 Edm = 0.626904 NCalls = 723 -VariableMetric: Iteration # 81 - FCN = 297350.0906072 Edm = 0.626904 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297348.9846315 Edm = 1.02485 NCalls = 728 -VariableMetric: Iteration # 83 - FCN = 297348.9228857 Edm = 0.207392 NCalls = 730 -VariableMetric: Iteration # 84 - FCN = 297348.5824721 Edm = 0.25802 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297348.1183217 Edm = 0.058861 NCalls = 735 -VariableMetric: Iteration # 86 - FCN = 297348.0384579 Edm = 0.0287294 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297347.9114486 Edm = 0.339782 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297347.8016401 Edm = 0.183058 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297347.5927656 Edm = 0.254079 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297347.486113 Edm = 0.118223 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297346.2005362 Edm = 7.27427 NCalls = 757 -VariableMetric: Iteration # 92 - FCN = 297346.1855415 Edm = 0.0399703 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297346.1656299 Edm = 0.0108428 NCalls = 761 -VariableMetric: Iteration # 94 - FCN = 297346.1186092 Edm = 0.0405455 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297345.8691093 Edm = 0.23307 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297344.7127643 Edm = 1.45354 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297343.6731667 Edm = 2.42769 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297342.4753271 Edm = 5.15954 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297339.1818829 Edm = 3.3605 NCalls = 785 -VariableMetric: Iteration # 100 - FCN = 297337.276193 Edm = 1.67472 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297335.6856672 Edm = 0.673125 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297335.0134481 Edm = 0.589135 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297334.4716506 Edm = 0.858352 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297333.4959214 Edm = 1.81722 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297331.9274472 Edm = 0.819774 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297331.3343056 Edm = 0.825849 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297330.7847783 Edm = 0.334402 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297330.5315971 Edm = 0.105199 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297330.3894276 Edm = 0.0433625 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297330.3102145 Edm = 0.0202639 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297330.2853398 Edm = 0.00384789 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297330.2807773 Edm = 0.00129896 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297330.2785071 Edm = 0.000699075 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297330.2774844 Edm = 0.000132117 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297330.2773299 Edm = 5.81272e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297330.2773299 Edm = 0.000126757 NCalls = 1304 -VariableMetric: Iteration # 116 - FCN = 297330.2773299 Edm = 0.000126757 NCalls = 1304 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321584.9133047 Edm = 61.5094 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321584.9133047 Edm = 61.5094 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299337.0374119 Edm = 6.33064 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299189.0476253 Edm = 28.8651 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299166.2375745 Edm = 4.21591 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299048.4438444 Edm = 2.18718 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299046.6313519 Edm = 0.121134 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 299045.5370131 Edm = 0.851604 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297770.5459769 Edm = 132.894 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297719.2747178 Edm = 187.088 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297548.2324032 Edm = 3.89051 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297544.6643216 Edm = 0.0554577 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297544.5618496 Edm = 0.0886437 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297535.0585297 Edm = 8.02867 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297488.0821716 Edm = 0.380086 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297487.6867299 Edm = 0.0129769 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297487.5597742 Edm = 0.108827 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297480.4033285 Edm = 6.08911 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297433.8588482 Edm = 6.64985 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297427.0069445 Edm = 0.0817353 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297426.8909097 Edm = 0.00486996 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297426.8357316 Edm = 0.0500349 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297402.5208829 Edm = 7.92686 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297388.7439826 Edm = 1.05733 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297386.9646373 Edm = 0.824602 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297385.5693757 Edm = 0.659132 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297384.2350514 Edm = 0.294609 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297383.8394886 Edm = 0.223783 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297383.5536462 Edm = 0.0385115 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297383.4951444 Edm = 0.0136971 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297383.4691637 Edm = 0.0252859 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297382.3798743 Edm = 0.940895 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297370.6862548 Edm = 11.9914 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297360.6833873 Edm = 7.32573 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297354.8243419 Edm = 6.3945 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297349.0667915 Edm = 0.452135 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297348.3745879 Edm = 0.203986 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297347.8875351 Edm = 0.320866 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297347.5682309 Edm = 0.147635 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297347.3284565 Edm = 0.0165471 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297347.3065991 Edm = 0.00386066 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297347.3004159 Edm = 0.00622501 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297347.2235406 Edm = 0.0575555 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297346.1406035 Edm = 1.0025 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297334.9757556 Edm = 5.66001 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297326.6134076 Edm = 3.3958 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297324.8097883 Edm = 0.749293 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297323.5275816 Edm = 0.231379 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297323.1455953 Edm = 0.100615 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297322.9458427 Edm = 0.0731674 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297322.81558 Edm = 0.110355 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297322.7387846 Edm = 0.147787 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297322.5067764 Edm = 0.158207 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297322.4962784 Edm = 0.0198964 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297322.4223931 Edm = 0.0704638 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297322.093727 Edm = 0.339681 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297321.338501 Edm = 0.666064 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297321.3106921 Edm = 0.0967425 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297319.9025837 Edm = 1.44802 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297319.65306 Edm = 0.316147 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297319.2760234 Edm = 0.644932 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297318.5095825 Edm = 0.604877 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297312.679213 Edm = 1.81789 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297312.2459886 Edm = 1.38449 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297311.3205757 Edm = 0.391859 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297311.0466564 Edm = 0.0920822 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297310.9011414 Edm = 0.0814655 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297310.8305616 Edm = 0.0230983 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297310.8151228 Edm = 0.00202354 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297310.8113099 Edm = 0.00201978 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297310.7298705 Edm = 0.0789934 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297306.7103722 Edm = 1.77467 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297303.0751279 Edm = 0.152771 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297302.9108147 Edm = 0.0153513 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297302.899103 Edm = 0.00211649 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297302.8961754 Edm = 0.000656367 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297302.8910763 Edm = 0.00430316 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297302.2660263 Edm = 0.612713 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297299.0282482 Edm = 3.77653 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297298.2719397 Edm = 0.549969 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297296.7951236 Edm = 0.125296 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297296.6604759 Edm = 0.0567061 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297296.5339393 Edm = 0.0553569 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297296.4303479 Edm = 0.0178 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297296.4196088 Edm = 0.00131765 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297296.418178 Edm = 0.000134719 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297296.4179895 Edm = 5.43068e-05 NCalls = 267 -VariableMetric: After Hessian - FCN = 297296.4179895 Edm = 403.365 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297296.4179895 Edm = 403.365 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297295.6012836 Edm = 500.201 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297293.1288732 Edm = 0.585982 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297292.4702914 Edm = 0.21819 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297291.8994754 Edm = 0.148503 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297291.5411319 Edm = 0.177927 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297291.4372786 Edm = 0.0495217 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297291.3761531 Edm = 0.0144783 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297291.3414159 Edm = 0.0140499 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297291.314987 Edm = 0.02826 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297291.283219 Edm = 0.010789 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297291.2579133 Edm = 0.0118319 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297291.2345749 Edm = 0.0139008 NCalls = 781 -VariableMetric: Iteration # 99 - FCN = 297291.2079969 Edm = 0.0196609 NCalls = 784 -VariableMetric: Iteration # 100 - FCN = 297291.1778638 Edm = 0.0166461 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297291.1536779 Edm = 0.0165403 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297291.1265827 Edm = 0.00479682 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297291.1169416 Edm = 0.00609572 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297291.1050114 Edm = 0.00286658 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297291.0993587 Edm = 0.00157868 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297291.0954914 Edm = 0.00400254 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297291.090389 Edm = 0.00365891 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297291.0772233 Edm = 0.00347903 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297291.0640266 Edm = 0.00356454 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297291.0557697 Edm = 0.00155492 NCalls = 807 -VariableMetric: Iteration # 111 - FCN = 297291.0514013 Edm = 0.000572408 NCalls = 809 -VariableMetric: Iteration # 112 - FCN = 297291.0502676 Edm = 0.000142837 NCalls = 811 -VariableMetric: Iteration # 113 - FCN = 297291.0499399 Edm = 7.27494e-05 NCalls = 813 -VariableMetric: After Hessian - FCN = 297291.0499399 Edm = 0.000482135 NCalls = 1298 -VariableMetric: Iteration # 114 - FCN = 297291.0499399 Edm = 0.000482135 NCalls = 1298 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303677.2733374 Edm = 10.752 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303677.2733374 Edm = 10.752 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299389.7450723 Edm = 1.81619 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299380.6686598 Edm = 12.1431 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299358.3770768 Edm = 21.139 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299195.7085412 Edm = 5.21278 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299188.9750263 Edm = 6.01931 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 299146.1347672 Edm = 49.2129 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298555.2725497 Edm = 98.7415 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298198.805999 Edm = 188.741 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298001.5445194 Edm = 11.5623 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297982.8087721 Edm = 9.71093 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297927.6356938 Edm = 12.3368 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297903.2528681 Edm = 12.3075 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297896.6942018 Edm = 6.83289 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297885.5224845 Edm = 10.4937 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297867.2028823 Edm = 8.2744 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297858.3261035 Edm = 12.8285 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297841.3452047 Edm = 4.85924 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297816.2388962 Edm = 2.78382 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297811.4111687 Edm = 5.80351 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297811.1463648 Edm = 0.743316 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297664.4482582 Edm = 160.53 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297663.7420915 Edm = 1.51017 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297629.4329492 Edm = 33.5931 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297616.2590621 Edm = 8.64652 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297575.2406417 Edm = 13.7212 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297559.1627675 Edm = 3.46038 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297549.9813473 Edm = 1.05737 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297547.4188356 Edm = 0.496506 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297544.8412394 Edm = 0.34574 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297544.3901635 Edm = 0.24496 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297544.1635627 Edm = 0.195109 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297543.1287916 Edm = 0.45156 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297540.2682349 Edm = 5.96901 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297539.8939312 Edm = 2.51739 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297536.2463778 Edm = 0.938436 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297535.5063225 Edm = 0.889233 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297528.3772164 Edm = 3.7221 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297515.0047272 Edm = 10.2724 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297513.0772956 Edm = 2.78824 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297509.2080551 Edm = 1.33096 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297499.2676624 Edm = 4.91933 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297455.0832362 Edm = 5.98237 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297443.3549291 Edm = 2.68154 NCalls = 164 -VariableMetric: Iteration # 44 - FCN = 297442.3792469 Edm = 0.650014 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297441.5839889 Edm = 0.19861 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297440.9139083 Edm = 0.199328 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297440.3743908 Edm = 0.0528107 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297440.2421505 Edm = 0.114068 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297439.6417787 Edm = 0.480331 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297433.2933114 Edm = 12.7851 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297410.1879734 Edm = 11.1198 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297391.7932318 Edm = 2.36151 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297391.6150345 Edm = 0.74052 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297390.9693003 Edm = 0.329779 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297389.2552161 Edm = 0.265142 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297388.90547 Edm = 0.10474 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297388.7879222 Edm = 0.0171664 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297388.5783999 Edm = 0.191979 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297384.0211219 Edm = 3.09818 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297376.4322857 Edm = 1.98224 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297374.5014603 Edm = 0.246413 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297374.1240322 Edm = 0.121122 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297373.9827973 Edm = 0.0543548 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297373.9180148 Edm = 0.0177075 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297373.6805114 Edm = 0.219212 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297353.6651713 Edm = 11.3783 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297324.5708278 Edm = 6.51572 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297321.9099578 Edm = 0.74957 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297320.9465677 Edm = 0.0922146 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297320.6728394 Edm = 0.12483 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297319.8095012 Edm = 0.345047 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297319.5907174 Edm = 0.168114 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297319.4089103 Edm = 0.0453964 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297319.268809 Edm = 0.072247 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297319.2139875 Edm = 0.0516074 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297319.1458363 Edm = 0.0195527 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297319.1017782 Edm = 0.0450809 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297319.0718334 Edm = 0.0135438 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297319.0433333 Edm = 0.00909576 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297318.9927384 Edm = 0.0397845 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297318.9637912 Edm = 0.0504252 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297318.8701338 Edm = 0.0656999 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297318.8012395 Edm = 0.0749038 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297318.6087304 Edm = 0.0901913 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297318.1862991 Edm = 0.750692 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297317.8539888 Edm = 0.642344 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297317.3017031 Edm = 1.19487 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297315.898164 Edm = 0.55807 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297314.9598488 Edm = 1.77487 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297314.2571806 Edm = 0.642623 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297313.1230801 Edm = 0.505217 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297311.9235582 Edm = 0.556636 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297311.6243426 Edm = 0.363705 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297311.2217624 Edm = 0.215575 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297310.731091 Edm = 0.293504 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297310.3610562 Edm = 0.682555 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297309.4356399 Edm = 0.679748 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297309.1463826 Edm = 0.996589 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297307.899674 Edm = 1.92197 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297306.9178996 Edm = 1.8655 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297304.6937176 Edm = 6.47874 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297302.7883289 Edm = 2.24835 NCalls = 344 -VariableMetric: Iteration # 103 - FCN = 297300.7107542 Edm = 2.46958 NCalls = 349 -VariableMetric: Iteration # 104 - FCN = 297297.2428749 Edm = 1.38372 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297296.2439487 Edm = 0.187158 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297296.0988025 Edm = 0.0589288 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297295.9979398 Edm = 0.0997667 NCalls = 360 -VariableMetric: Iteration # 108 - FCN = 297295.5271837 Edm = 0.194296 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297294.5866403 Edm = 0.221414 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297294.1605783 Edm = 0.0207586 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297294.1309143 Edm = 0.00465625 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297294.1160595 Edm = 0.00652989 NCalls = 371 -VariableMetric: Iteration # 113 - FCN = 297294.0650366 Edm = 0.0232085 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297293.7715483 Edm = 0.237066 NCalls = 377 -VariableMetric: Iteration # 115 - FCN = 297286.7524653 Edm = 3.01939 NCalls = 386 -VariableMetric: Iteration # 116 - FCN = 297284.400248 Edm = 11.517 NCalls = 387 -VariableMetric: Iteration # 117 - FCN = 297281.9514672 Edm = 0.409264 NCalls = 389 -VariableMetric: Iteration # 118 - FCN = 297281.3230897 Edm = 0.0595239 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297281.2658519 Edm = 0.008073 NCalls = 393 -VariableMetric: Iteration # 120 - FCN = 297281.2586964 Edm = 0.000385098 NCalls = 394 -VariableMetric: Iteration # 121 - FCN = 297281.257241 Edm = 0.000988658 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297281.2033685 Edm = 0.0496517 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297280.1170387 Edm = 0.724627 NCalls = 406 -VariableMetric: Iteration # 124 - FCN = 297278.7061692 Edm = 1.11566 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 297275.8962862 Edm = 1.30454 NCalls = 412 -VariableMetric: Iteration # 126 - FCN = 297274.1186758 Edm = 0.219594 NCalls = 415 -VariableMetric: Iteration # 127 - FCN = 297273.9210761 Edm = 0.0173616 NCalls = 417 -VariableMetric: Iteration # 128 - FCN = 297273.9041738 Edm = 0.00144208 NCalls = 419 -VariableMetric: Iteration # 129 - FCN = 297273.9022087 Edm = 0.000336525 NCalls = 421 -VariableMetric: Iteration # 130 - FCN = 297273.901373 Edm = 0.000685671 NCalls = 423 -VariableMetric: Iteration # 131 - FCN = 297273.8959065 Edm = 0.00517269 NCalls = 427 -VariableMetric: Iteration # 132 - FCN = 297273.630383 Edm = 0.246993 NCalls = 432 -VariableMetric: Iteration # 133 - FCN = 297271.5501823 Edm = 1.12524 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297269.971934 Edm = 0.123039 NCalls = 438 -VariableMetric: Iteration # 135 - FCN = 297269.8142463 Edm = 0.00854327 NCalls = 440 -VariableMetric: Iteration # 136 - FCN = 297269.8039357 Edm = 0.000843273 NCalls = 442 -VariableMetric: Iteration # 137 - FCN = 297269.8026103 Edm = 0.000613946 NCalls = 444 -VariableMetric: Iteration # 138 - FCN = 297269.8007957 Edm = 0.00178896 NCalls = 446 -VariableMetric: Iteration # 139 - FCN = 297269.7966959 Edm = 0.00448268 NCalls = 449 -VariableMetric: Iteration # 140 - FCN = 297269.7579896 Edm = 0.0493906 NCalls = 454 -VariableMetric: Iteration # 141 - FCN = 297269.75245 Edm = 0.00530805 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297269.2743818 Edm = 0.0653117 NCalls = 465 -VariableMetric: Iteration # 143 - FCN = 297266.4875164 Edm = 0.78971 NCalls = 468 -VariableMetric: Iteration # 144 - FCN = 297264.370429 Edm = 0.391861 NCalls = 473 -VariableMetric: Iteration # 145 - FCN = 297263.6865154 Edm = 0.618048 NCalls = 476 -VariableMetric: Iteration # 146 - FCN = 297263.2000945 Edm = 0.328745 NCalls = 478 -VariableMetric: Iteration # 147 - FCN = 297262.8218047 Edm = 0.144049 NCalls = 481 -VariableMetric: Iteration # 148 - FCN = 297262.6228499 Edm = 0.101023 NCalls = 482 -VariableMetric: Iteration # 149 - FCN = 297262.5150731 Edm = 0.0544677 NCalls = 484 -VariableMetric: Iteration # 150 - FCN = 297262.4590857 Edm = 0.0361885 NCalls = 487 -VariableMetric: Iteration # 151 - FCN = 297262.4201804 Edm = 0.00817299 NCalls = 489 -VariableMetric: Iteration # 152 - FCN = 297262.4081577 Edm = 0.00134426 NCalls = 491 -VariableMetric: Iteration # 153 - FCN = 297262.4060545 Edm = 0.000222709 NCalls = 493 -VariableMetric: Iteration # 154 - FCN = 297262.4056935 Edm = 0.000145232 NCalls = 495 -VariableMetric: Iteration # 155 - FCN = 297262.4050829 Edm = 0.000386063 NCalls = 498 -VariableMetric: Iteration # 156 - FCN = 297262.4034583 Edm = 0.000378079 NCalls = 500 -VariableMetric: Iteration # 157 - FCN = 297262.4028207 Edm = 0.000204216 NCalls = 502 -VariableMetric: Iteration # 158 - FCN = 297262.4009894 Edm = 0.00154441 NCalls = 505 -VariableMetric: Iteration # 159 - FCN = 297262.3381639 Edm = 0.0639509 NCalls = 509 -VariableMetric: Iteration # 160 - FCN = 297261.9814998 Edm = 0.288019 NCalls = 515 -VariableMetric: Iteration # 161 - FCN = 297258.7627889 Edm = 1.42317 NCalls = 519 -VariableMetric: Iteration # 162 - FCN = 297258.0429587 Edm = 0.351213 NCalls = 521 -VariableMetric: Iteration # 163 - FCN = 297257.7783 Edm = 0.526873 NCalls = 523 -VariableMetric: Iteration # 164 - FCN = 297257.6143383 Edm = 0.0290298 NCalls = 526 -VariableMetric: Iteration # 165 - FCN = 297257.5644904 Edm = 0.0051635 NCalls = 528 -VariableMetric: Iteration # 166 - FCN = 297257.5589862 Edm = 0.0015179 NCalls = 529 -VariableMetric: Iteration # 167 - FCN = 297257.5567836 Edm = 0.00131827 NCalls = 531 -VariableMetric: Iteration # 168 - FCN = 297257.5546796 Edm = 0.000351311 NCalls = 534 -VariableMetric: Iteration # 169 - FCN = 297257.5542926 Edm = 3.16211e-05 NCalls = 536 -VariableMetric: After Hessian - FCN = 297257.5542926 Edm = 479.535 NCalls = 1009 -VariableMetric: Iteration # 170 - FCN = 297257.5542926 Edm = 479.535 NCalls = 1009 -VariableMetric: Iteration # 171 - FCN = 297256.8585009 Edm = 1770.01 NCalls = 1013 -VariableMetric: Iteration # 172 - FCN = 297256.4911086 Edm = 0.0897822 NCalls = 1017 -VariableMetric: Iteration # 173 - FCN = 297256.4542218 Edm = 0.0600863 NCalls = 1019 -VariableMetric: Iteration # 174 - FCN = 297256.3911114 Edm = 0.0591851 NCalls = 1023 -VariableMetric: Iteration # 175 - FCN = 297256.3685889 Edm = 0.0330017 NCalls = 1025 -VariableMetric: Iteration # 176 - FCN = 297256.3353792 Edm = 0.0217175 NCalls = 1028 -VariableMetric: Iteration # 177 - FCN = 297256.3190783 Edm = 2.38158 NCalls = 1030 -VariableMetric: Iteration # 178 - FCN = 297255.5770755 Edm = 6.12925 NCalls = 1032 -VariableMetric: Iteration # 179 - FCN = 297253.9959402 Edm = 5.43084 NCalls = 1036 -VariableMetric: Iteration # 180 - FCN = 297253.7245106 Edm = 0.782771 NCalls = 1038 -VariableMetric: Iteration # 181 - FCN = 297253.3014975 Edm = 0.260774 NCalls = 1040 -VariableMetric: Iteration # 182 - FCN = 297253.1351064 Edm = 0.155157 NCalls = 1041 -VariableMetric: Iteration # 183 - FCN = 297252.9742101 Edm = 0.181389 NCalls = 1043 -VariableMetric: Iteration # 184 - FCN = 297252.8823193 Edm = 0.0953968 NCalls = 1046 -VariableMetric: Iteration # 185 - FCN = 297252.774634 Edm = 0.120866 NCalls = 1048 -VariableMetric: Iteration # 186 - FCN = 297252.6043989 Edm = 0.153276 NCalls = 1051 -VariableMetric: Iteration # 187 - FCN = 297252.4138682 Edm = 0.107986 NCalls = 1054 -VariableMetric: Iteration # 188 - FCN = 297252.3050962 Edm = 0.0800213 NCalls = 1056 -VariableMetric: Iteration # 189 - FCN = 297252.2439657 Edm = 0.0554242 NCalls = 1058 -VariableMetric: Iteration # 190 - FCN = 297252.1506184 Edm = 0.0725033 NCalls = 1060 -VariableMetric: Iteration # 191 - FCN = 297252.0942188 Edm = 0.222877 NCalls = 1064 -VariableMetric: Iteration # 192 - FCN = 297251.9361201 Edm = 0.620004 NCalls = 1072 -VariableMetric: Iteration # 193 - FCN = 297251.5295676 Edm = 0.805229 NCalls = 1077 -VariableMetric: Iteration # 194 - FCN = 297250.9726652 Edm = 11.5803 NCalls = 1081 -VariableMetric: Iteration # 195 - FCN = 297250.4502939 Edm = 2.76214 NCalls = 1085 -VariableMetric: Iteration # 196 - FCN = 297248.8208692 Edm = 0.957246 NCalls = 1089 -VariableMetric: Iteration # 197 - FCN = 297248.1316298 Edm = 0.270059 NCalls = 1091 -VariableMetric: Iteration # 198 - FCN = 297247.8557848 Edm = 0.134304 NCalls = 1093 -VariableMetric: Iteration # 199 - FCN = 297247.7438092 Edm = 0.0561967 NCalls = 1095 -VariableMetric: Iteration # 200 - FCN = 297247.6565617 Edm = 0.0545933 NCalls = 1097 -VariableMetric: Iteration # 201 - FCN = 297247.6114671 Edm = 0.0220089 NCalls = 1099 -VariableMetric: Iteration # 202 - FCN = 297247.5952223 Edm = 0.00206933 NCalls = 1100 -VariableMetric: Iteration # 203 - FCN = 297247.593453 Edm = 0.001059 NCalls = 1102 -VariableMetric: Iteration # 204 - FCN = 297247.5921098 Edm = 0.000838383 NCalls = 1104 -VariableMetric: Iteration # 205 - FCN = 297247.5893051 Edm = 0.00139671 NCalls = 1107 -VariableMetric: Iteration # 206 - FCN = 297247.5857384 Edm = 0.00299657 NCalls = 1109 -VariableMetric: Iteration # 207 - FCN = 297247.5744333 Edm = 0.0067484 NCalls = 1112 -VariableMetric: Iteration # 208 - FCN = 297247.5152395 Edm = 0.0513165 NCalls = 1115 -VariableMetric: Iteration # 209 - FCN = 297247.2818744 Edm = 0.166393 NCalls = 1117 -VariableMetric: Iteration # 210 - FCN = 297247.0008553 Edm = 0.0635864 NCalls = 1120 -VariableMetric: Iteration # 211 - FCN = 297246.936319 Edm = 0.0113935 NCalls = 1121 -VariableMetric: Iteration # 212 - FCN = 297246.9219664 Edm = 0.00277334 NCalls = 1123 -VariableMetric: Iteration # 213 - FCN = 297246.9185163 Edm = 0.000514785 NCalls = 1125 -VariableMetric: Iteration # 214 - FCN = 297246.9179477 Edm = 6.10035e-05 NCalls = 1127 -VariableMetric: After Hessian - FCN = 297246.9179477 Edm = 5.49761e-05 NCalls = 1608 -VariableMetric: Iteration # 215 - FCN = 297246.9179477 Edm = 5.49761e-05 NCalls = 1608 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309799.0161417 Edm = 18.366 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309799.0161417 Edm = 18.366 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301237.0992153 Edm = 0.74404 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300734.4079093 Edm = 4.81642 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 300732.351897 Edm = 1.48105 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 300683.2967046 Edm = 47.9285 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300450.4772773 Edm = 187.302 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 299540.8837685 Edm = 139.163 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299461.0339129 Edm = 0.649065 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299455.6338474 Edm = 5.12299 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298090.4049446 Edm = 38.1334 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298062.3311939 Edm = 77.7619 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297956.1020605 Edm = 6.52029 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297949.0810856 Edm = 0.912392 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297947.513139 Edm = 0.368761 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297946.4714384 Edm = 0.142635 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297945.9681914 Edm = 0.437815 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297897.7625865 Edm = 32.3853 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297741.6903544 Edm = 62.0117 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297700.2409658 Edm = 25.5324 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297655.6106264 Edm = 15.8037 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297631.3611634 Edm = 15.6921 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297585.0696562 Edm = 32.7386 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297576.1339641 Edm = 30.008 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297549.984601 Edm = 199.019 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297533.9700532 Edm = 11.0105 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297523.4692207 Edm = 3.42455 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297521.3468232 Edm = 0.15697 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297521.0697289 Edm = 0.0849944 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297520.682209 Edm = 0.29271 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297518.7800122 Edm = 1.01721 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297512.1953264 Edm = 3.06366 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297499.6045502 Edm = 1.44178 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297498.1852083 Edm = 0.0547738 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297498.1390613 Edm = 0.00548765 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297498.1243428 Edm = 0.00996818 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297497.9413373 Edm = 0.179739 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297496.9060983 Edm = 0.862737 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297482.50243 Edm = 8.14622 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297465.3613535 Edm = 3.50583 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297461.2226373 Edm = 1.37453 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297459.5421508 Edm = 0.34072 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297458.9672234 Edm = 0.181636 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297458.7884945 Edm = 0.0251588 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297458.7302542 Edm = 0.0129678 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297458.6529455 Edm = 0.0321787 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297458.3483005 Edm = 0.236999 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297451.3762218 Edm = 5.28332 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297445.7782603 Edm = 1.7989 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297444.697978 Edm = 0.052306 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297444.6519863 Edm = 0.00639321 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297444.6389321 Edm = 0.0102082 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297444.5864825 Edm = 0.0457723 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297444.3493928 Edm = 0.189736 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297434.8257592 Edm = 5.5926 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297431.1997348 Edm = 1.00707 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297429.8093486 Edm = 0.371629 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297429.4300864 Edm = 0.179237 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297429.1711325 Edm = 0.193022 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297428.879063 Edm = 0.0707676 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297428.7842299 Edm = 0.0264057 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297428.7463598 Edm = 0.00463626 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297428.7359296 Edm = 0.00647502 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297428.6167687 Edm = 0.159947 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297428.4210207 Edm = 0.186295 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297407.8109036 Edm = 4.41755 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297405.6270258 Edm = 1.81752 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297404.8654043 Edm = 0.106261 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297404.7492982 Edm = 0.0109423 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297404.7373579 Edm = 0.00349074 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297404.7196827 Edm = 0.00595161 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297404.7038419 Edm = 0.00440499 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297404.5988606 Edm = 0.0885603 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297402.9685716 Edm = 2.87208 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297387.4276189 Edm = 6.24151 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297376.0696915 Edm = 1.40381 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297374.6272242 Edm = 0.236077 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297374.3616049 Edm = 0.0456599 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297374.3299722 Edm = 0.00792264 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297374.3110596 Edm = 0.00897243 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297374.273509 Edm = 0.0143542 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297374.249559 Edm = 0.00383161 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297374.2449271 Edm = 0.00245646 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297374.2430671 Edm = 0.00106941 NCalls = 255 -VariableMetric: Iteration # 83 - FCN = 297374.237072 Edm = 0.00425119 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297374.1948418 Edm = 0.0303204 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297373.8930462 Edm = 0.360109 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297372.4638834 Edm = 1.60317 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297372.382468 Edm = 0.195607 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297371.8093418 Edm = 0.656438 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297370.3709902 Edm = 0.858947 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297368.106852 Edm = 3.12136 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297366.5761831 Edm = 1.29354 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297366.054698 Edm = 0.399013 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297364.4353453 Edm = 0.957489 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297361.8244087 Edm = 2.9618 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297359.9697693 Edm = 1.59648 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297358.304058 Edm = 0.185919 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297358.0769199 Edm = 0.0312291 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297358.0339483 Edm = 0.0171128 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297358.0148218 Edm = 0.0080177 NCalls = 308 -VariableMetric: Iteration # 100 - FCN = 297358.0069206 Edm = 0.00575356 NCalls = 310 -VariableMetric: Iteration # 101 - FCN = 297358.0021155 Edm = 0.00363468 NCalls = 312 -VariableMetric: Iteration # 102 - FCN = 297357.9888635 Edm = 0.00755226 NCalls = 315 -VariableMetric: Iteration # 103 - FCN = 297357.9600843 Edm = 0.00953909 NCalls = 317 -VariableMetric: Iteration # 104 - FCN = 297357.9496302 Edm = 0.00777649 NCalls = 319 -VariableMetric: Iteration # 105 - FCN = 297357.9394073 Edm = 0.00492289 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297357.9261733 Edm = 0.00708166 NCalls = 325 -VariableMetric: Iteration # 107 - FCN = 297357.8870805 Edm = 0.047331 NCalls = 328 -VariableMetric: Iteration # 108 - FCN = 297357.3621704 Edm = 0.445163 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297354.2433183 Edm = 4.07862 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297352.8714731 Edm = 3.95392 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297347.442114 Edm = 1.48292 NCalls = 348 -VariableMetric: Iteration # 112 - FCN = 297345.2690201 Edm = 0.417729 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297344.6365714 Edm = 0.531043 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297344.3775065 Edm = 0.238533 NCalls = 354 -VariableMetric: Iteration # 115 - FCN = 297344.0587658 Edm = 0.185416 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297343.4773338 Edm = 0.47094 NCalls = 362 -VariableMetric: Iteration # 117 - FCN = 297343.3296221 Edm = 0.432216 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297342.3041275 Edm = 1.54824 NCalls = 368 -VariableMetric: Iteration # 119 - FCN = 297341.6744406 Edm = 0.880653 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297341.2907222 Edm = 0.60219 NCalls = 374 -VariableMetric: Iteration # 121 - FCN = 297340.6812357 Edm = 0.251731 NCalls = 378 -VariableMetric: Iteration # 122 - FCN = 297340.3173214 Edm = 0.101085 NCalls = 380 -VariableMetric: Iteration # 123 - FCN = 297340.1596337 Edm = 0.0625164 NCalls = 383 -VariableMetric: Iteration # 124 - FCN = 297340.0451241 Edm = 0.130831 NCalls = 387 -VariableMetric: Iteration # 125 - FCN = 297339.9328557 Edm = 0.134157 NCalls = 389 -VariableMetric: Iteration # 126 - FCN = 297339.7251891 Edm = 0.444309 NCalls = 392 -VariableMetric: Iteration # 127 - FCN = 297339.4956927 Edm = 0.0933319 NCalls = 395 -VariableMetric: Iteration # 128 - FCN = 297339.4239268 Edm = 0.0650573 NCalls = 397 -VariableMetric: Iteration # 129 - FCN = 297339.2919506 Edm = 0.0954804 NCalls = 400 -VariableMetric: Iteration # 130 - FCN = 297339.1758275 Edm = 0.0331277 NCalls = 402 -VariableMetric: Iteration # 131 - FCN = 297339.0900369 Edm = 0.0333322 NCalls = 405 -VariableMetric: Iteration # 132 - FCN = 297339.0122929 Edm = 0.0527328 NCalls = 408 -VariableMetric: Iteration # 133 - FCN = 297338.983552 Edm = 0.0321376 NCalls = 410 -VariableMetric: Iteration # 134 - FCN = 297338.9526979 Edm = 0.0031522 NCalls = 413 -VariableMetric: Iteration # 135 - FCN = 297338.9484673 Edm = 0.000399578 NCalls = 415 -VariableMetric: Iteration # 136 - FCN = 297338.9472781 Edm = 0.000744275 NCalls = 417 -VariableMetric: Iteration # 137 - FCN = 297338.9410989 Edm = 0.00624163 NCalls = 421 -VariableMetric: Iteration # 138 - FCN = 297338.9345513 Edm = 0.00267668 NCalls = 424 -VariableMetric: Iteration # 139 - FCN = 297338.9307164 Edm = 0.000784124 NCalls = 427 -VariableMetric: Iteration # 140 - FCN = 297338.9255782 Edm = 0.00372115 NCalls = 430 -VariableMetric: Iteration # 141 - FCN = 297338.9094538 Edm = 0.0157243 NCalls = 433 -VariableMetric: Iteration # 142 - FCN = 297338.8862555 Edm = 0.0415351 NCalls = 437 -VariableMetric: Iteration # 143 - FCN = 297338.8105013 Edm = 0.0871092 NCalls = 441 -VariableMetric: Iteration # 144 - FCN = 297338.4937876 Edm = 0.300513 NCalls = 448 -VariableMetric: Iteration # 145 - FCN = 297338.4896375 Edm = 0.00468116 NCalls = 450 -VariableMetric: Iteration # 146 - FCN = 297338.4577622 Edm = 0.0298909 NCalls = 453 -VariableMetric: Iteration # 147 - FCN = 297337.2760232 Edm = 1.0292 NCalls = 460 -VariableMetric: Iteration # 148 - FCN = 297334.0792426 Edm = 1.3521 NCalls = 463 -VariableMetric: Iteration # 149 - FCN = 297332.407529 Edm = 1.5984 NCalls = 465 -VariableMetric: Iteration # 150 - FCN = 297330.4525674 Edm = 1.28833 NCalls = 469 -VariableMetric: Iteration # 151 - FCN = 297327.4291365 Edm = 2.52942 NCalls = 472 -VariableMetric: Iteration # 152 - FCN = 297326.2545775 Edm = 0.284669 NCalls = 474 -VariableMetric: Iteration # 153 - FCN = 297325.9585063 Edm = 0.0608507 NCalls = 476 -VariableMetric: Iteration # 154 - FCN = 297325.8959237 Edm = 0.00343068 NCalls = 478 -VariableMetric: Iteration # 155 - FCN = 297325.8918984 Edm = 0.00025705 NCalls = 480 -VariableMetric: Iteration # 156 - FCN = 297325.8900473 Edm = 0.00154939 NCalls = 483 -VariableMetric: Iteration # 157 - FCN = 297325.8663819 Edm = 0.016545 NCalls = 487 -VariableMetric: Iteration # 158 - FCN = 297325.82982 Edm = 0.0366537 NCalls = 492 -VariableMetric: Iteration # 159 - FCN = 297325.7660887 Edm = 0.0377029 NCalls = 495 -VariableMetric: Iteration # 160 - FCN = 297325.6899807 Edm = 0.21526 NCalls = 497 -VariableMetric: Iteration # 161 - FCN = 297325.5723328 Edm = 0.0509174 NCalls = 503 -VariableMetric: Iteration # 162 - FCN = 297325.5493891 Edm = 0.0856024 NCalls = 504 -VariableMetric: Iteration # 163 - FCN = 297325.4364673 Edm = 0.0893117 NCalls = 507 -VariableMetric: Iteration # 164 - FCN = 297325.136668 Edm = 0.148914 NCalls = 515 -VariableMetric: Iteration # 165 - FCN = 297324.9423285 Edm = 0.467128 NCalls = 518 -VariableMetric: Iteration # 166 - FCN = 297324.7041512 Edm = 0.201199 NCalls = 520 -VariableMetric: Iteration # 167 - FCN = 297324.3328844 Edm = 0.0701162 NCalls = 524 -VariableMetric: Iteration # 168 - FCN = 297324.1844432 Edm = 0.0346243 NCalls = 527 -VariableMetric: Iteration # 169 - FCN = 297324.1610396 Edm = 0.011636 NCalls = 529 -VariableMetric: Iteration # 170 - FCN = 297324.1457619 Edm = 0.00618459 NCalls = 531 -VariableMetric: Iteration # 171 - FCN = 297324.0205197 Edm = 0.0817011 NCalls = 535 -VariableMetric: Iteration # 172 - FCN = 297322.2828218 Edm = 0.248719 NCalls = 541 -VariableMetric: Iteration # 173 - FCN = 297322.0262847 Edm = 0.83897 NCalls = 543 -VariableMetric: Iteration # 174 - FCN = 297321.846195 Edm = 0.0516481 NCalls = 545 -VariableMetric: Iteration # 175 - FCN = 297321.7987959 Edm = 0.0186636 NCalls = 547 -VariableMetric: Iteration # 176 - FCN = 297321.7591757 Edm = 0.0240117 NCalls = 549 -VariableMetric: Iteration # 177 - FCN = 297321.6705068 Edm = 0.0382924 NCalls = 553 -VariableMetric: Iteration # 178 - FCN = 297321.646308 Edm = 0.0161534 NCalls = 555 -VariableMetric: Iteration # 179 - FCN = 297321.6238345 Edm = 0.00690671 NCalls = 557 -VariableMetric: Iteration # 180 - FCN = 297321.6152016 Edm = 0.00684581 NCalls = 559 -VariableMetric: Iteration # 181 - FCN = 297321.6045556 Edm = 0.00228188 NCalls = 562 -VariableMetric: Iteration # 182 - FCN = 297321.600813 Edm = 0.000563724 NCalls = 565 -VariableMetric: Iteration # 183 - FCN = 297321.6000094 Edm = 0.000133257 NCalls = 567 -VariableMetric: Iteration # 184 - FCN = 297321.5998883 Edm = 0.000101819 NCalls = 569 -VariableMetric: Iteration # 185 - FCN = 297321.5996302 Edm = 0.000176928 NCalls = 571 -VariableMetric: Iteration # 186 - FCN = 297321.5961693 Edm = 0.0032167 NCalls = 575 -VariableMetric: Iteration # 187 - FCN = 297321.4927486 Edm = 0.0821986 NCalls = 580 -VariableMetric: Iteration # 188 - FCN = 297321.2936812 Edm = 0.128682 NCalls = 583 -VariableMetric: Iteration # 189 - FCN = 297321.1550051 Edm = 0.344834 NCalls = 586 -VariableMetric: Iteration # 190 - FCN = 297320.8844975 Edm = 0.100798 NCalls = 590 -VariableMetric: Iteration # 191 - FCN = 297320.7896725 Edm = 0.0333327 NCalls = 591 -VariableMetric: Iteration # 192 - FCN = 297320.7554061 Edm = 0.00762893 NCalls = 593 -VariableMetric: Iteration # 193 - FCN = 297320.7324924 Edm = 0.00386632 NCalls = 596 -VariableMetric: Iteration # 194 - FCN = 297320.7247022 Edm = 0.001903 NCalls = 598 -VariableMetric: Iteration # 195 - FCN = 297320.7180462 Edm = 0.00192652 NCalls = 602 -VariableMetric: Iteration # 196 - FCN = 297320.7155095 Edm = 0.000471745 NCalls = 605 -VariableMetric: Iteration # 197 - FCN = 297320.7147958 Edm = 0.000162355 NCalls = 607 -VariableMetric: Iteration # 198 - FCN = 297320.7144404 Edm = 3.69434e-05 NCalls = 609 -VariableMetric: After Hessian - FCN = 297320.7144404 Edm = 1.8797 NCalls = 1094 -VariableMetric: Iteration # 199 - FCN = 297320.7144404 Edm = 1.8797 NCalls = 1094 -VariableMetric: Iteration # 200 - FCN = 297320.5355266 Edm = 1.66552 NCalls = 1096 -VariableMetric: Iteration # 201 - FCN = 297318.2549608 Edm = 0.286727 NCalls = 1098 -VariableMetric: Iteration # 202 - FCN = 297317.8849371 Edm = 0.111215 NCalls = 1100 -VariableMetric: Iteration # 203 - FCN = 297317.3993165 Edm = 0.200141 NCalls = 1103 -VariableMetric: Iteration # 204 - FCN = 297317.3010082 Edm = 0.0812607 NCalls = 1105 -VariableMetric: Iteration # 205 - FCN = 297317.2498952 Edm = 0.0993494 NCalls = 1107 -VariableMetric: Iteration # 206 - FCN = 297317.1422574 Edm = 0.0908976 NCalls = 1110 -VariableMetric: Iteration # 207 - FCN = 297317.0571789 Edm = 0.0188927 NCalls = 1113 -VariableMetric: Iteration # 208 - FCN = 297317.0398741 Edm = 0.0157102 NCalls = 1115 -VariableMetric: Iteration # 209 - FCN = 297317.0131556 Edm = 0.0103077 NCalls = 1118 -VariableMetric: Iteration # 210 - FCN = 297316.9877162 Edm = 0.00881237 NCalls = 1121 -VariableMetric: Iteration # 211 - FCN = 297316.9744115 Edm = 0.00832418 NCalls = 1123 -VariableMetric: Iteration # 212 - FCN = 297316.9562062 Edm = 0.0118208 NCalls = 1126 -VariableMetric: Iteration # 213 - FCN = 297316.9391478 Edm = 0.0230642 NCalls = 1128 -VariableMetric: Iteration # 214 - FCN = 297316.9258725 Edm = 0.0105638 NCalls = 1131 -VariableMetric: Iteration # 215 - FCN = 297316.8981543 Edm = 0.0063421 NCalls = 1136 -VariableMetric: Iteration # 216 - FCN = 297316.8894539 Edm = 0.0096826 NCalls = 1139 -VariableMetric: Iteration # 217 - FCN = 297316.8795451 Edm = 0.00590928 NCalls = 1142 -VariableMetric: Iteration # 218 - FCN = 297316.8699321 Edm = 0.0049801 NCalls = 1145 -VariableMetric: Iteration # 219 - FCN = 297316.8608163 Edm = 0.00419352 NCalls = 1147 -VariableMetric: Iteration # 220 - FCN = 297316.8537361 Edm = 0.00778846 NCalls = 1149 -VariableMetric: Iteration # 221 - FCN = 297316.8473876 Edm = 0.00316064 NCalls = 1152 -VariableMetric: Iteration # 222 - FCN = 297316.8433761 Edm = 0.0042333 NCalls = 1155 -VariableMetric: Iteration # 223 - FCN = 297316.8381961 Edm = 0.00329393 NCalls = 1157 -VariableMetric: Iteration # 224 - FCN = 297316.8305265 Edm = 0.00313402 NCalls = 1160 -VariableMetric: Iteration # 225 - FCN = 297316.8181469 Edm = 0.0110645 NCalls = 1164 -VariableMetric: Iteration # 226 - FCN = 297316.8099617 Edm = 0.015216 NCalls = 1167 -VariableMetric: Iteration # 227 - FCN = 297316.7926704 Edm = 0.00590902 NCalls = 1171 -VariableMetric: Iteration # 228 - FCN = 297316.7844445 Edm = 0.00436063 NCalls = 1173 -VariableMetric: Iteration # 229 - FCN = 297316.7820377 Edm = 0.00194287 NCalls = 1174 -VariableMetric: Iteration # 230 - FCN = 297316.7790657 Edm = 0.00095554 NCalls = 1176 -VariableMetric: Iteration # 231 - FCN = 297316.7769624 Edm = 0.000194677 NCalls = 1178 -VariableMetric: Iteration # 232 - FCN = 297316.7765893 Edm = 0.000127438 NCalls = 1180 -VariableMetric: Iteration # 233 - FCN = 297316.7763367 Edm = 0.000170416 NCalls = 1182 -VariableMetric: Iteration # 234 - FCN = 297316.7758239 Edm = 0.000190248 NCalls = 1185 -VariableMetric: Iteration # 235 - FCN = 297316.7753626 Edm = 7.38077e-05 NCalls = 1187 -VariableMetric: Iteration # 236 - FCN = 297316.7752118 Edm = 4.26466e-05 NCalls = 1189 -VariableMetric: After Hessian - FCN = 297316.7752118 Edm = 0.0155715 NCalls = 1684 -VariableMetric: Iteration # 237 - FCN = 297316.7752118 Edm = 0.0155715 NCalls = 1684 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 356882.780969 Edm = 3163.31 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 356882.780969 Edm = 3163.31 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316512.77048 Edm = 21.2245 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301355.286359 Edm = 14.2046 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 301323.6041745 Edm = 16.8525 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298849.3366774 Edm = 848.354 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 298686.9518179 Edm = 597.397 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 297478.8214838 Edm = 53.6092 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 297450.8524698 Edm = 0.0684421 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297450.7659257 Edm = 0.0207178 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297435.7678693 Edm = 13.0531 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297302.205703 Edm = 6.52362 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 297293.9884079 Edm = 0.995386 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297292.9061878 Edm = 0.043556 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297292.8139716 Edm = 0.037193 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297289.6778201 Edm = 2.08231 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297284.5627704 Edm = 0.111505 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297284.4528737 Edm = 0.0120479 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297284.0701639 Edm = 0.406681 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297280.5701724 Edm = 3.11196 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297229.9702234 Edm = 6.00787 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297223.9453127 Edm = 0.469903 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297223.4202948 Edm = 0.00914459 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297223.3948839 Edm = 0.0205939 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297221.976768 Edm = 1.41535 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297221.909664 Edm = 0.0548126 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297212.5933402 Edm = 6.08052 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297196.30419 Edm = 12.2979 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297190.1822085 Edm = 4.95094 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297185.9175622 Edm = 0.376076 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297185.5709301 Edm = 0.0279263 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297185.492106 Edm = 0.0304292 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297185.4511039 Edm = 0.00691107 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297185.4301391 Edm = 0.015068 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297181.5736249 Edm = 4.60747 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297181.5659964 Edm = 0.00960038 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297181.4497742 Edm = 0.12248 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297178.2107146 Edm = 2.80648 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297163.5433357 Edm = 10.2541 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297157.313663 Edm = 1.08084 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297156.4661017 Edm = 0.00913358 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297156.458551 Edm = 0.000685935 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297156.4581672 Edm = 0.000258423 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297156.4570492 Edm = 0.00144141 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297156.4264505 Edm = 0.0328292 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297156.162059 Edm = 0.0573394 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297154.2665516 Edm = 0.918383 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297150.5057414 Edm = 0.381565 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297150.1990714 Edm = 0.0193264 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297150.1786477 Edm = 0.0021366 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297150.1753802 Edm = 0.000590895 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297150.1727292 Edm = 0.00242344 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297149.9871288 Edm = 0.192055 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297149.8992759 Edm = 0.086132 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297141.8908852 Edm = 0.947113 NCalls = 196 -VariableMetric: Iteration # 54 - FCN = 297140.6481027 Edm = 0.113243 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297140.5273727 Edm = 0.0203254 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297140.5132652 Edm = 0.00374214 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297140.5081666 Edm = 0.000502271 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297140.5069505 Edm = 0.000426732 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297140.412855 Edm = 0.0866291 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297138.2722634 Edm = 0.538264 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297137.6175933 Edm = 0.024549 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297137.5902712 Edm = 0.00195329 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297137.5882112 Edm = 0.000113145 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297137.5880742 Edm = 3.87261e-05 NCalls = 223 -VariableMetric: After Hessian - FCN = 297137.5880742 Edm = 46.1458 NCalls = 698 -VariableMetric: Iteration # 65 - FCN = 297137.5880742 Edm = 46.1458 NCalls = 698 -VariableMetric: Iteration # 66 - FCN = 297137.3475269 Edm = 79.5135 NCalls = 703 -VariableMetric: Iteration # 67 - FCN = 297137.2826063 Edm = 0.329971 NCalls = 706 -VariableMetric: Iteration # 68 - FCN = 297136.8147899 Edm = 0.0663708 NCalls = 709 -VariableMetric: Iteration # 69 - FCN = 297136.7656363 Edm = 0.0232742 NCalls = 711 -VariableMetric: Iteration # 70 - FCN = 297136.7156903 Edm = 0.0402788 NCalls = 713 -VariableMetric: Iteration # 71 - FCN = 297136.4816841 Edm = 0.280707 NCalls = 717 -VariableMetric: Iteration # 72 - FCN = 297136.3610322 Edm = 0.192794 NCalls = 721 -VariableMetric: Iteration # 73 - FCN = 297136.3172896 Edm = 0.102382 NCalls = 724 -VariableMetric: Iteration # 74 - FCN = 297136.1813411 Edm = 0.569518 NCalls = 728 -VariableMetric: Iteration # 75 - FCN = 297136.134456 Edm = 0.0845323 NCalls = 731 -VariableMetric: Iteration # 76 - FCN = 297134.1261219 Edm = 3.7865 NCalls = 738 -VariableMetric: Iteration # 77 - FCN = 297134.1086459 Edm = 0.0346712 NCalls = 740 -VariableMetric: Iteration # 78 - FCN = 297133.981967 Edm = 0.217111 NCalls = 743 -VariableMetric: Iteration # 79 - FCN = 297133.8261808 Edm = 0.739157 NCalls = 747 -VariableMetric: Iteration # 80 - FCN = 297133.08932 Edm = 0.0968682 NCalls = 752 -VariableMetric: Iteration # 81 - FCN = 297133.0528611 Edm = 0.276807 NCalls = 754 -VariableMetric: Iteration # 82 - FCN = 297131.760131 Edm = 1.16373 NCalls = 757 -VariableMetric: Iteration # 83 - FCN = 297128.715722 Edm = 1.46721 NCalls = 761 -VariableMetric: Iteration # 84 - FCN = 297127.2415354 Edm = 2.85979 NCalls = 762 -VariableMetric: Iteration # 85 - FCN = 297126.1902035 Edm = 0.48062 NCalls = 764 -VariableMetric: Iteration # 86 - FCN = 297125.4215167 Edm = 0.740353 NCalls = 766 -VariableMetric: Iteration # 87 - FCN = 297124.7001509 Edm = 0.183669 NCalls = 769 -VariableMetric: Iteration # 88 - FCN = 297124.4754664 Edm = 0.138036 NCalls = 771 -VariableMetric: Iteration # 89 - FCN = 297124.1639563 Edm = 0.133119 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297123.9423282 Edm = 0.0766614 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297123.6873331 Edm = 0.0659635 NCalls = 778 -VariableMetric: Iteration # 92 - FCN = 297123.5256356 Edm = 0.0702256 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297123.4360237 Edm = 0.0558754 NCalls = 783 -VariableMetric: Iteration # 94 - FCN = 297123.352511 Edm = 0.0284721 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297123.269106 Edm = 0.0353826 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297123.2187101 Edm = 0.0141163 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297123.1931129 Edm = 0.0169701 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297123.1425624 Edm = 0.0237946 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297123.0927275 Edm = 0.0222034 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297123.0371501 Edm = 0.029761 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297122.9591309 Edm = 0.0484167 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297122.892004 Edm = 0.0191757 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297122.8438397 Edm = 0.0277212 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297122.811148 Edm = 0.0169086 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297122.7801617 Edm = 0.0102258 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297122.7469786 Edm = 0.00756576 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297122.719979 Edm = 0.0140636 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297122.7044977 Edm = 0.0191899 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297122.6850108 Edm = 0.00951712 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297122.6658535 Edm = 0.00421078 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297122.6591629 Edm = 0.00309522 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297122.6567694 Edm = 0.00133479 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297122.6536551 Edm = 0.00065841 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297122.6521758 Edm = 0.000188656 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297122.6517521 Edm = 9.28028e-05 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297122.6514093 Edm = 0.000134923 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297122.6511459 Edm = 0.000131181 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297122.650968 Edm = 4.16892e-05 NCalls = 843 -VariableMetric: After Hessian - FCN = 297122.650968 Edm = 0.000644518 NCalls = 1326 -VariableMetric: Iteration # 119 - FCN = 297122.650968 Edm = 0.000644518 NCalls = 1326 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310323.0762232 Edm = 34.2869 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310323.0762232 Edm = 34.2869 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303661.2283794 Edm = 24.798 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303379.3382581 Edm = 3529.36 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 303180.0786048 Edm = 12.7132 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 302637.1567652 Edm = 965.689 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 302390.2629787 Edm = 271.085 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298369.8249578 Edm = 40.3655 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298312.5268 Edm = 80.4251 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298067.3903506 Edm = 0.575194 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298066.7086244 Edm = 0.118144 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298066.2253027 Edm = 0.564344 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298049.1549091 Edm = 13.2757 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297929.5192987 Edm = 6.4702 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297921.5740832 Edm = 0.5031 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297919.2000164 Edm = 1.28878 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297823.923106 Edm = 62.6435 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297588.5261616 Edm = 13.8732 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297566.2518805 Edm = 3.37663 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297562.9510775 Edm = 0.185982 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297562.7260311 Edm = 0.0299651 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297562.0179163 Edm = 0.701157 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297551.1427694 Edm = 8.94202 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297481.2234041 Edm = 1.21454 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297479.2987739 Edm = 0.21253 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297478.9974724 Edm = 0.0101351 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297478.9658179 Edm = 0.0194315 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297478.5985389 Edm = 0.429577 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297468.5822796 Edm = 7.26803 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297417.0381487 Edm = 5.87335 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297410.8380119 Edm = 2.00585 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297408.6863758 Edm = 0.497506 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297407.9613047 Edm = 0.0220541 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297407.927268 Edm = 0.00340628 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297407.9194229 Edm = 0.00167474 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297407.8537106 Edm = 0.0637725 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297405.712031 Edm = 1.21008 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297405.5233018 Edm = 0.00257075 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297405.5160377 Edm = 0.00511123 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297404.0061758 Edm = 1.22417 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297383.9496589 Edm = 19.3463 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297369.8207345 Edm = 12.6315 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297349.7979581 Edm = 6.83544 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297338.3905061 Edm = 3.62555 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297332.9988882 Edm = 4.28857 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297327.424035 Edm = 1.28714 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297323.6909709 Edm = 1.38327 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297322.883669 Edm = 0.837395 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297322.6069756 Edm = 0.0625377 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297322.5383154 Edm = 0.00385358 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297322.5323581 Edm = 0.00102954 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297322.5235007 Edm = 0.00731322 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297321.8027359 Edm = 0.603152 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297305.2010105 Edm = 13.766 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297296.0296703 Edm = 6.36689 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297292.4218389 Edm = 3.7556 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297289.3622592 Edm = 0.658806 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297288.4189572 Edm = 2.3683 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297283.7016033 Edm = 1.26971 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297282.1249274 Edm = 1.63286 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297281.359894 Edm = 0.465445 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297280.4455045 Edm = 0.539085 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297277.9747989 Edm = 2.36467 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297276.6290978 Edm = 1.54742 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297275.5875614 Edm = 2.763 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297273.477159 Edm = 1.55256 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297271.3058606 Edm = 2.5888 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297268.8691126 Edm = 0.753101 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297268.3901569 Edm = 0.172792 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297268.182107 Edm = 0.0144439 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297268.169546 Edm = 0.00251785 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297268.1657094 Edm = 0.00110075 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297268.160881 Edm = 0.00394144 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297268.1371353 Edm = 0.0207922 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297266.9024264 Edm = 0.880214 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297263.6925286 Edm = 1.19867 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297261.3877302 Edm = 1.51337 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297259.5578746 Edm = 1.21305 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297258.4423125 Edm = 1.38582 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297257.5828108 Edm = 0.446924 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297257.2571067 Edm = 0.0779533 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297257.1683106 Edm = 0.0460888 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297257.1008664 Edm = 0.0230989 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297257.0613126 Edm = 0.0109764 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297257.0501875 Edm = 0.00189182 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297257.0484586 Edm = 0.000258055 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297257.0479726 Edm = 0.000178408 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297257.0445255 Edm = 0.00285417 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297257.0064111 Edm = 0.0314124 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297256.4672402 Edm = 0.648377 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297255.2679475 Edm = 0.801786 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297254.890094 Edm = 0.70303 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297254.3697083 Edm = 0.0223049 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297254.3285137 Edm = 0.012469 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297254.3001514 Edm = 0.00926281 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297254.2914263 Edm = 0.000309257 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297254.2910067 Edm = 9.05878e-05 NCalls = 293 -VariableMetric: Iteration # 96 - FCN = 297254.2887756 Edm = 0.0024005 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297254.2673781 Edm = 0.0239736 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297254.1077429 Edm = 0.00874177 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297253.2100337 Edm = 0.189233 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297252.9882835 Edm = 0.0495539 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297252.9338569 Edm = 0.00417391 NCalls = 316 -VariableMetric: Iteration # 102 - FCN = 297252.9284363 Edm = 0.000327685 NCalls = 318 -VariableMetric: Iteration # 103 - FCN = 297252.9280304 Edm = 4.99364e-05 NCalls = 320 -VariableMetric: After Hessian - FCN = 297252.9280304 Edm = 1.94406 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297252.9280304 Edm = 1.94406 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297252.6123278 Edm = 19.8408 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297251.1074405 Edm = 0.258482 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297250.7476872 Edm = 0.114372 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297250.6720382 Edm = 0.0689572 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297250.593151 Edm = 0.0447463 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297250.5182243 Edm = 0.068008 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297250.4896304 Edm = 0.0390089 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297250.4233169 Edm = 0.0230487 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297250.3577957 Edm = 0.0382794 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297250.3256297 Edm = 0.108046 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297250.2393097 Edm = 0.0299446 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297250.1532226 Edm = 0.0737111 NCalls = 832 -VariableMetric: Iteration # 117 - FCN = 297250.1310019 Edm = 0.0394141 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297250.0803809 Edm = 0.0411902 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297250.0096213 Edm = 0.0658689 NCalls = 840 -VariableMetric: Iteration # 120 - FCN = 297249.9496545 Edm = 0.0406046 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297249.8698667 Edm = 0.0396677 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297249.805002 Edm = 0.0471387 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297249.7479458 Edm = 0.0476885 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297249.7313513 Edm = 0.018424 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297249.7065708 Edm = 0.0173208 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297249.6958926 Edm = 0.00483709 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297249.687374 Edm = 0.00210101 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297249.6818886 Edm = 0.0022227 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297249.675354 Edm = 0.00252888 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297249.6711952 Edm = 0.0013008 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297249.6669188 Edm = 0.000869551 NCalls = 869 -VariableMetric: Iteration # 132 - FCN = 297249.6657153 Edm = 0.000581745 NCalls = 871 -VariableMetric: Iteration # 133 - FCN = 297249.6651316 Edm = 0.000182397 NCalls = 873 -VariableMetric: Iteration # 134 - FCN = 297249.6645596 Edm = 0.000267654 NCalls = 875 -VariableMetric: Iteration # 135 - FCN = 297249.6621551 Edm = 0.00101284 NCalls = 878 -VariableMetric: Iteration # 136 - FCN = 297249.6588884 Edm = 0.000689161 NCalls = 880 -VariableMetric: Iteration # 137 - FCN = 297249.6579587 Edm = 4.76517e-05 NCalls = 882 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331622.4962528 Edm = 6548.48 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331622.4962528 Edm = 6548.48 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311244.1071882 Edm = 14.1624 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298745.261535 Edm = 20.9137 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 298740.7057571 Edm = 54.9609 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 298586.7292173 Edm = 97.4909 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298331.6858541 Edm = 1.89066 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298326.7898874 Edm = 2.14804 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298295.6367785 Edm = 20.1956 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298045.1034181 Edm = 95.0307 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298008.5248876 Edm = 15.0348 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297943.5509777 Edm = 25.0666 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297933.1685587 Edm = 26.2434 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297912.5908083 Edm = 1.94553 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297903.719967 Edm = 0.275716 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297903.2960114 Edm = 0.334478 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297811.2285601 Edm = 54.0355 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297690.3016315 Edm = 31.0689 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297658.4793131 Edm = 9.28607 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297653.4092687 Edm = 0.0869434 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297653.300473 Edm = 0.0183709 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297652.3958731 Edm = 0.889248 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297636.336522 Edm = 13.0185 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297536.0882717 Edm = 7.31999 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297533.6308184 Edm = 3.51588 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297531.1872405 Edm = 1.1571 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297527.2593556 Edm = 1.52508 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297524.5889583 Edm = 0.411238 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297523.5756436 Edm = 0.474578 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297522.7516614 Edm = 1.63756 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297518.9035404 Edm = 1.70902 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297518.747133 Edm = 0.391771 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297518.497082 Edm = 0.0103412 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297518.471496 Edm = 0.0230583 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297517.9655799 Edm = 0.541018 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297517.7922958 Edm = 0.167352 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297515.636363 Edm = 1.95965 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297505.4248783 Edm = 3.23188 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297503.7472322 Edm = 0.65508 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297502.7106043 Edm = 0.83562 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297502.0841765 Edm = 0.587994 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297501.2284492 Edm = 0.419204 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297500.9186251 Edm = 0.255996 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297500.6803854 Edm = 0.0245708 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297500.6461405 Edm = 0.00879926 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297500.5315964 Edm = 0.11884 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297499.6417754 Edm = 0.664069 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297496.0296927 Edm = 0.568521 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297495.7129466 Edm = 0.156984 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297495.1615902 Edm = 0.317753 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297495.0966427 Edm = 0.0808083 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297494.8943058 Edm = 0.218534 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297493.7905017 Edm = 1.19892 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297492.6787615 Edm = 1.4423 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297491.7725891 Edm = 2.45725 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297490.7050927 Edm = 0.822769 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297485.6497595 Edm = 0.5776 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297484.822435 Edm = 0.48083 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297484.5061585 Edm = 0.260114 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297484.2585521 Edm = 0.52047 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297483.713789 Edm = 0.58244 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297483.1713519 Edm = 0.816835 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297480.5956929 Edm = 0.91993 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297478.1161936 Edm = 0.520122 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297477.6523525 Edm = 0.132792 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297477.5820479 Edm = 0.0137957 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297477.5526717 Edm = 0.0183416 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297477.3942782 Edm = 0.760042 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297477.3623259 Edm = 0.043919 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297477.2024814 Edm = 0.143711 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297474.6108685 Edm = 15.0299 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297473.9679029 Edm = 0.178436 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297473.6121229 Edm = 0.0828221 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297473.551743 Edm = 0.0134786 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297473.5306612 Edm = 0.00648214 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297473.0374803 Edm = 0.423128 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297466.2259633 Edm = 1.32616 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297464.1795143 Edm = 0.158875 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297463.9733478 Edm = 0.0221508 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297463.9477932 Edm = 0.00283921 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297463.9333635 Edm = 0.0110542 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297463.6621116 Edm = 0.250112 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297456.0726247 Edm = 4.81706 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297455.7127333 Edm = 0.685171 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297452.6282771 Edm = 1.88734 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297447.4488345 Edm = 0.784228 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297446.5763055 Edm = 0.217022 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297446.122311 Edm = 0.122628 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297445.9175391 Edm = 0.0119468 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297445.886706 Edm = 0.00713048 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297445.8764332 Edm = 0.00053778 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297445.8735653 Edm = 0.00205876 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297445.8458046 Edm = 0.0300932 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297445.792693 Edm = 0.0472115 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297435.0822922 Edm = 4.04524 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297432.5395566 Edm = 9.1961 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297427.6974718 Edm = 0.566047 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297426.9907993 Edm = 0.216766 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297426.8165633 Edm = 0.0230466 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297426.8004841 Edm = 0.00271992 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297426.7906425 Edm = 0.00548571 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297426.7296755 Edm = 0.00874023 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297426.7176487 Edm = 0.0023989 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297426.7128386 Edm = 0.0020498 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297426.7078267 Edm = 0.00228627 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297426.7039154 Edm = 0.00164389 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297426.7026667 Edm = 0.00094012 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297426.7007057 Edm = 0.00213976 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297426.6907215 Edm = 0.00989583 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297426.682286 Edm = 0.0323531 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297426.6653243 Edm = 0.0181662 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297426.6153172 Edm = 0.00651662 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297426.6049041 Edm = 0.00382135 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297426.60362 Edm = 0.00141853 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297426.5967518 Edm = 0.00237933 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297426.5209378 Edm = 0.0735589 NCalls = 377 -VariableMetric: Iteration # 115 - FCN = 297426.3362267 Edm = 0.146316 NCalls = 382 -VariableMetric: Iteration # 116 - FCN = 297425.213341 Edm = 2.3387 NCalls = 386 -VariableMetric: Iteration # 117 - FCN = 297423.1078236 Edm = 0.280914 NCalls = 391 -VariableMetric: Iteration # 118 - FCN = 297422.9094346 Edm = 0.111353 NCalls = 393 -VariableMetric: Iteration # 119 - FCN = 297422.847583 Edm = 0.00353984 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 297422.8345049 Edm = 0.00528457 NCalls = 397 -VariableMetric: Iteration # 121 - FCN = 297422.8238802 Edm = 0.000477234 NCalls = 399 -VariableMetric: Iteration # 122 - FCN = 297422.8231854 Edm = 0.000111281 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297422.8230125 Edm = 7.89662e-05 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297422.8206428 Edm = 0.00206934 NCalls = 408 -VariableMetric: Iteration # 125 - FCN = 297422.6980428 Edm = 0.0897026 NCalls = 413 -VariableMetric: Iteration # 126 - FCN = 297422.3115649 Edm = 0.100194 NCalls = 417 -VariableMetric: Iteration # 127 - FCN = 297422.1988636 Edm = 0.00190539 NCalls = 418 -VariableMetric: Iteration # 128 - FCN = 297422.1970388 Edm = 5.98549e-05 NCalls = 419 -VariableMetric: After Hessian - FCN = 297422.1970388 Edm = 19.5666 NCalls = 900 -VariableMetric: Iteration # 129 - FCN = 297422.1970388 Edm = 19.5666 NCalls = 900 -VariableMetric: Iteration # 130 - FCN = 297415.9226737 Edm = 28.0429 NCalls = 911 -VariableMetric: Iteration # 131 - FCN = 297415.8943735 Edm = 13.612 NCalls = 914 -VariableMetric: Iteration # 132 - FCN = 297414.2026026 Edm = 0.609777 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297413.5717005 Edm = 0.555195 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297413.3591761 Edm = 0.128153 NCalls = 920 -VariableMetric: Iteration # 135 - FCN = 297412.9719613 Edm = 0.158954 NCalls = 926 -VariableMetric: Iteration # 136 - FCN = 297412.7527 Edm = 0.575593 NCalls = 929 -VariableMetric: Iteration # 137 - FCN = 297412.3374159 Edm = 0.545365 NCalls = 932 -VariableMetric: Iteration # 138 - FCN = 297412.0795239 Edm = 0.330629 NCalls = 935 -VariableMetric: Iteration # 139 - FCN = 297411.5181178 Edm = 0.455543 NCalls = 939 -VariableMetric: Iteration # 140 - FCN = 297410.9423215 Edm = 0.107982 NCalls = 943 -VariableMetric: Iteration # 141 - FCN = 297410.848676 Edm = 0.072957 NCalls = 945 -VariableMetric: Iteration # 142 - FCN = 297410.7666671 Edm = 0.055315 NCalls = 947 -VariableMetric: Iteration # 143 - FCN = 297410.6768236 Edm = 0.0522544 NCalls = 949 -VariableMetric: Iteration # 144 - FCN = 297410.6157893 Edm = 0.0422933 NCalls = 951 -VariableMetric: Iteration # 145 - FCN = 297410.5283164 Edm = 0.025663 NCalls = 953 -VariableMetric: Iteration # 146 - FCN = 297410.4514715 Edm = 0.0277446 NCalls = 955 -VariableMetric: Iteration # 147 - FCN = 297410.4070186 Edm = 0.0122248 NCalls = 957 -VariableMetric: Iteration # 148 - FCN = 297410.3861865 Edm = 0.00505382 NCalls = 959 -VariableMetric: Iteration # 149 - FCN = 297410.3744231 Edm = 0.00408843 NCalls = 961 -VariableMetric: Iteration # 150 - FCN = 297410.3652012 Edm = 0.00328151 NCalls = 963 -VariableMetric: Iteration # 151 - FCN = 297410.3626799 Edm = 0.000799541 NCalls = 965 -VariableMetric: Iteration # 152 - FCN = 297410.3618152 Edm = 0.000115278 NCalls = 967 -VariableMetric: Iteration # 153 - FCN = 297410.3616347 Edm = 2.89515e-05 NCalls = 969 -VariableMetric: After Hessian - FCN = 297410.3616347 Edm = 0.000143442 NCalls = 1464 -VariableMetric: Iteration # 154 - FCN = 297410.3616347 Edm = 0.000143442 NCalls = 1464 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306818.7940917 Edm = 19.4238 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306818.7940917 Edm = 19.4238 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298994.6218253 Edm = 2.95071 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298652.9795775 Edm = 4.60691 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298650.1684103 Edm = 2.53421 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298017.673326 Edm = 122.321 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 297842.1827802 Edm = 65.8981 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297834.0718414 Edm = 15.3165 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297824.7868335 Edm = 0.879965 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297820.2556436 Edm = 3.47307 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297710.3562871 Edm = 15.715 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297670.3052904 Edm = 8.14962 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297664.681592 Edm = 2.22607 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297656.8384731 Edm = 0.600027 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297655.9338718 Edm = 0.982754 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297655.1177817 Edm = 0.0681686 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297655.0002553 Edm = 0.052709 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297653.3138522 Edm = 1.50418 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297607.0939922 Edm = 20.6751 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297581.2148421 Edm = 24.184 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297578.1947033 Edm = 3.70333 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297575.5294144 Edm = 0.691057 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297572.7135588 Edm = 2.17798 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297569.3059347 Edm = 6.69426 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297555.8216728 Edm = 7.47797 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297554.1761765 Edm = 8.40515 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297551.1444918 Edm = 5.57132 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297547.6969309 Edm = 1.77396 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297544.2299647 Edm = 2.98664 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297541.4741939 Edm = 1.69699 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297537.6449931 Edm = 1.07327 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297535.9584374 Edm = 0.683923 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297535.5124042 Edm = 0.136391 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297535.2513953 Edm = 0.069673 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297535.1639397 Edm = 0.0375932 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297534.8373961 Edm = 0.264298 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297522.8517459 Edm = 7.26937 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297503.2999051 Edm = 45.4038 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297477.0847022 Edm = 6.58985 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297466.8566561 Edm = 0.863247 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297465.8451123 Edm = 0.582007 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297465.2235039 Edm = 0.256429 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297464.9098386 Edm = 0.142209 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297464.8081777 Edm = 0.0306992 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297464.7662985 Edm = 0.00965716 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297464.6795872 Edm = 0.0697581 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297456.3152309 Edm = 16.8112 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297455.8600524 Edm = 0.819587 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297446.4508759 Edm = 5.37348 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297428.5091341 Edm = 1.1571 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297426.7667351 Edm = 0.485678 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297425.7894835 Edm = 0.265753 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297425.4039698 Edm = 0.144816 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297425.2914612 Edm = 0.0651107 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297425.2389651 Edm = 0.00864345 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297425.2043499 Edm = 0.0256128 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297420.4224082 Edm = 4.11334 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297391.5375712 Edm = 6.00673 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297386.267421 Edm = 0.636686 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297385.7999941 Edm = 0.0511201 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297385.7266813 Edm = 0.0103784 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297385.7073051 Edm = 0.00382326 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297385.687791 Edm = 0.0150213 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297385.0575317 Edm = 0.533089 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297368.265516 Edm = 1.10759 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297366.5268939 Edm = 0.0744515 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297366.4174898 Edm = 0.00257923 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297366.4144171 Edm = 0.000756396 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297366.4010502 Edm = 0.0106434 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297366.2748633 Edm = 0.0737791 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297364.1657356 Edm = 2.34473 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297360.4411722 Edm = 11.3026 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297353.8700736 Edm = 2.75687 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297352.0066785 Edm = 1.05673 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297351.1736242 Edm = 0.205937 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297350.9838363 Edm = 0.108645 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297350.6948088 Edm = 0.228371 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297350.0877548 Edm = 0.151706 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297349.8774383 Edm = 0.112514 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297349.8353385 Edm = 0.0300268 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297349.7890452 Edm = 0.00443401 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297349.7822034 Edm = 0.000821556 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297349.7802925 Edm = 0.00105294 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297349.7726464 Edm = 0.00690571 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297349.474812 Edm = 0.270357 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297346.4769328 Edm = 1.00015 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297345.7591794 Edm = 0.229974 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297345.5311726 Edm = 0.0939627 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297345.4023176 Edm = 0.0795321 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297345.2024228 Edm = 0.0688579 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297345.117108 Edm = 0.105265 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297344.9840737 Edm = 0.164412 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297344.8873094 Edm = 0.110293 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297344.8095564 Edm = 0.210331 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297344.4815232 Edm = 0.121519 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297344.4170359 Edm = 0.0520335 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297344.3600075 Edm = 0.0335569 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297344.342603 Edm = 0.00644229 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297344.3371354 Edm = 0.000394498 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297344.3349416 Edm = 0.00184679 NCalls = 309 -VariableMetric: Iteration # 99 - FCN = 297344.3003418 Edm = 0.0182531 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297344.2833102 Edm = 0.0189271 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297344.2698878 Edm = 0.00167629 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297344.2666903 Edm = 0.00135314 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297344.2652239 Edm = 0.000272474 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297344.2647017 Edm = 0.000207611 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297344.2620537 Edm = 0.00220952 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297344.0987789 Edm = 0.212816 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297344.0914432 Edm = 0.0119969 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297343.9682814 Edm = 0.130772 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297343.9417471 Edm = 0.0207279 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297343.6665891 Edm = 0.581728 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297343.2847106 Edm = 0.24993 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297343.0153736 Edm = 2.29222 NCalls = 356 -VariableMetric: Iteration # 113 - FCN = 297342.1132215 Edm = 0.6175 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297341.4263758 Edm = 0.875432 NCalls = 363 -VariableMetric: Iteration # 115 - FCN = 297341.0633171 Edm = 0.409365 NCalls = 366 -VariableMetric: Iteration # 116 - FCN = 297340.6989378 Edm = 0.110105 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297340.4754341 Edm = 0.0226118 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297340.4377595 Edm = 0.0205323 NCalls = 373 -VariableMetric: Iteration # 119 - FCN = 297340.386836 Edm = 0.0267807 NCalls = 375 -VariableMetric: Iteration # 120 - FCN = 297340.3055644 Edm = 0.0219098 NCalls = 378 -VariableMetric: Iteration # 121 - FCN = 297340.2524848 Edm = 0.0299725 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297340.1120997 Edm = 0.215322 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297340.1055131 Edm = 0.027482 NCalls = 390 -VariableMetric: Iteration # 124 - FCN = 297340.0438738 Edm = 0.0473572 NCalls = 393 -VariableMetric: Iteration # 125 - FCN = 297339.8867549 Edm = 0.0761293 NCalls = 395 -VariableMetric: Iteration # 126 - FCN = 297339.6590958 Edm = 0.105499 NCalls = 397 -VariableMetric: Iteration # 127 - FCN = 297339.5492897 Edm = 0.167046 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297339.4493899 Edm = 0.155272 NCalls = 401 -VariableMetric: Iteration # 129 - FCN = 297339.3691635 Edm = 0.0558814 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297339.297738 Edm = 0.0334718 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297339.2315346 Edm = 0.0170949 NCalls = 409 -VariableMetric: Iteration # 132 - FCN = 297339.2047905 Edm = 0.00641872 NCalls = 411 -VariableMetric: Iteration # 133 - FCN = 297339.2016418 Edm = 0.00160024 NCalls = 413 -VariableMetric: Iteration # 134 - FCN = 297339.2003556 Edm = 0.000377611 NCalls = 414 -VariableMetric: Iteration # 135 - FCN = 297339.1985154 Edm = 0.00137846 NCalls = 417 -VariableMetric: Iteration # 136 - FCN = 297339.1730463 Edm = 0.0130471 NCalls = 421 -VariableMetric: Iteration # 137 - FCN = 297339.1398952 Edm = 0.00917792 NCalls = 424 -VariableMetric: Iteration # 138 - FCN = 297339.1345599 Edm = 0.00179142 NCalls = 426 -VariableMetric: Iteration # 139 - FCN = 297339.1323276 Edm = 0.00098326 NCalls = 428 -VariableMetric: Iteration # 140 - FCN = 297339.1294855 Edm = 0.000735721 NCalls = 431 -VariableMetric: Iteration # 141 - FCN = 297339.1283221 Edm = 0.000415792 NCalls = 434 -VariableMetric: Iteration # 142 - FCN = 297339.1277228 Edm = 0.000354628 NCalls = 436 -VariableMetric: Iteration # 143 - FCN = 297339.1265339 Edm = 0.00072087 NCalls = 440 -VariableMetric: Iteration # 144 - FCN = 297339.1223129 Edm = 0.00444305 NCalls = 444 -VariableMetric: Iteration # 145 - FCN = 297339.1174148 Edm = 0.00468856 NCalls = 448 -VariableMetric: Iteration # 146 - FCN = 297339.1168151 Edm = 0.00124667 NCalls = 450 -VariableMetric: Iteration # 147 - FCN = 297339.0839074 Edm = 0.0316628 NCalls = 455 -VariableMetric: Iteration # 148 - FCN = 297338.5068648 Edm = 0.462906 NCalls = 460 -VariableMetric: Iteration # 149 - FCN = 297336.5831252 Edm = 1.89551 NCalls = 463 -VariableMetric: Iteration # 150 - FCN = 297336.3654581 Edm = 0.606586 NCalls = 466 -VariableMetric: Iteration # 151 - FCN = 297336.2644908 Edm = 0.14639 NCalls = 468 -VariableMetric: Iteration # 152 - FCN = 297336.1717675 Edm = 0.0163589 NCalls = 470 -VariableMetric: Iteration # 153 - FCN = 297336.1576659 Edm = 0.000897197 NCalls = 471 -VariableMetric: Iteration # 154 - FCN = 297336.1564053 Edm = 0.000240177 NCalls = 473 -VariableMetric: Iteration # 155 - FCN = 297336.1530731 Edm = 0.00159331 NCalls = 476 -VariableMetric: Iteration # 156 - FCN = 297336.1489831 Edm = 0.000351075 NCalls = 478 -VariableMetric: Iteration # 157 - FCN = 297336.1485167 Edm = 0.000193817 NCalls = 480 -VariableMetric: Iteration # 158 - FCN = 297336.1479267 Edm = 0.000482688 NCalls = 483 -VariableMetric: Iteration # 159 - FCN = 297336.1455217 Edm = 0.000406434 NCalls = 488 -VariableMetric: Iteration # 160 - FCN = 297336.1448954 Edm = 6.96909e-05 NCalls = 490 -VariableMetric: Iteration # 161 - FCN = 297336.1448194 Edm = 5.20269e-05 NCalls = 492 -VariableMetric: After Hessian - FCN = 297336.1448194 Edm = 89.6076 NCalls = 967 -VariableMetric: Iteration # 162 - FCN = 297336.1448194 Edm = 89.6076 NCalls = 967 -VariableMetric: Iteration # 163 - FCN = 297335.6284092 Edm = 45.7046 NCalls = 973 -VariableMetric: Iteration # 164 - FCN = 297334.4129404 Edm = 2.25942 NCalls = 978 -VariableMetric: Iteration # 165 - FCN = 297333.6586311 Edm = 1.59523 NCalls = 983 -VariableMetric: Iteration # 166 - FCN = 297333.2767725 Edm = 0.935679 NCalls = 986 -VariableMetric: Iteration # 167 - FCN = 297332.1079531 Edm = 0.75802 NCalls = 988 -VariableMetric: Iteration # 168 - FCN = 297331.075015 Edm = 0.731425 NCalls = 992 -VariableMetric: Iteration # 169 - FCN = 297329.7969973 Edm = 1.29109 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297328.7594254 Edm = 0.309084 NCalls = 998 -VariableMetric: Iteration # 171 - FCN = 297328.5410834 Edm = 1.00301 NCalls = 1000 -VariableMetric: Iteration # 172 - FCN = 297328.0474839 Edm = 0.106816 NCalls = 1003 -VariableMetric: Iteration # 173 - FCN = 297327.8766114 Edm = 0.0608691 NCalls = 1005 -VariableMetric: Iteration # 174 - FCN = 297327.737962 Edm = 0.0646478 NCalls = 1008 -VariableMetric: Iteration # 175 - FCN = 297327.5710986 Edm = 0.0346929 NCalls = 1010 -VariableMetric: Iteration # 176 - FCN = 297327.3378497 Edm = 0.122193 NCalls = 1013 -VariableMetric: Iteration # 177 - FCN = 297327.1456597 Edm = 0.0812038 NCalls = 1015 -VariableMetric: Iteration # 178 - FCN = 297327.0528364 Edm = 0.0671009 NCalls = 1018 -VariableMetric: Iteration # 179 - FCN = 297326.9613796 Edm = 0.0434533 NCalls = 1020 -VariableMetric: Iteration # 180 - FCN = 297326.897211 Edm = 0.0117627 NCalls = 1022 -VariableMetric: Iteration # 181 - FCN = 297326.8738888 Edm = 0.0104832 NCalls = 1024 -VariableMetric: Iteration # 182 - FCN = 297326.8554512 Edm = 0.00859843 NCalls = 1026 -VariableMetric: Iteration # 183 - FCN = 297326.8226515 Edm = 0.0220686 NCalls = 1029 -VariableMetric: Iteration # 184 - FCN = 297326.7332762 Edm = 0.0372305 NCalls = 1033 -VariableMetric: Iteration # 185 - FCN = 297326.6606078 Edm = 0.034044 NCalls = 1035 -VariableMetric: Iteration # 186 - FCN = 297326.6097072 Edm = 0.0411146 NCalls = 1037 -VariableMetric: Iteration # 187 - FCN = 297326.5613808 Edm = 0.0762114 NCalls = 1040 -VariableMetric: Iteration # 188 - FCN = 297326.534591 Edm = 0.0326451 NCalls = 1043 -VariableMetric: Iteration # 189 - FCN = 297326.5084945 Edm = 0.0276192 NCalls = 1045 -VariableMetric: Iteration # 190 - FCN = 297326.4675179 Edm = 0.007755 NCalls = 1047 -VariableMetric: Iteration # 191 - FCN = 297326.4537087 Edm = 0.00810287 NCalls = 1049 -VariableMetric: Iteration # 192 - FCN = 297326.4376011 Edm = 0.00898617 NCalls = 1052 -VariableMetric: Iteration # 193 - FCN = 297326.4177119 Edm = 0.00949429 NCalls = 1054 -VariableMetric: Iteration # 194 - FCN = 297326.365518 Edm = 0.0411556 NCalls = 1058 -VariableMetric: Iteration # 195 - FCN = 297326.3175618 Edm = 0.0275384 NCalls = 1061 -VariableMetric: Iteration # 196 - FCN = 297326.2888367 Edm = 0.0150832 NCalls = 1063 -VariableMetric: Iteration # 197 - FCN = 297326.2665757 Edm = 0.00933462 NCalls = 1065 -VariableMetric: Iteration # 198 - FCN = 297326.2407024 Edm = 0.0172258 NCalls = 1068 -VariableMetric: Iteration # 199 - FCN = 297326.2184918 Edm = 0.00931922 NCalls = 1070 -VariableMetric: Iteration # 200 - FCN = 297326.1992871 Edm = 0.00488619 NCalls = 1072 -VariableMetric: Iteration # 201 - FCN = 297326.1834712 Edm = 0.00642135 NCalls = 1074 -VariableMetric: Iteration # 202 - FCN = 297326.1667094 Edm = 0.00723423 NCalls = 1077 -VariableMetric: Iteration # 203 - FCN = 297326.1512047 Edm = 0.01742 NCalls = 1080 -VariableMetric: Iteration # 204 - FCN = 297326.0848248 Edm = 0.0498459 NCalls = 1084 -VariableMetric: Iteration # 205 - FCN = 297326.0138536 Edm = 0.0601597 NCalls = 1087 -VariableMetric: Iteration # 206 - FCN = 297325.9462388 Edm = 0.0335086 NCalls = 1090 -VariableMetric: Iteration # 207 - FCN = 297325.9155628 Edm = 0.0296519 NCalls = 1093 -VariableMetric: Iteration # 208 - FCN = 297325.8869984 Edm = 0.0145031 NCalls = 1095 -VariableMetric: Iteration # 209 - FCN = 297325.8760965 Edm = 0.00457549 NCalls = 1097 -VariableMetric: Iteration # 210 - FCN = 297325.8721578 Edm = 0.00123534 NCalls = 1099 -VariableMetric: Iteration # 211 - FCN = 297325.8693221 Edm = 0.00169247 NCalls = 1101 -VariableMetric: Iteration # 212 - FCN = 297325.8651695 Edm = 0.00239608 NCalls = 1104 -VariableMetric: Iteration # 213 - FCN = 297325.8609875 Edm = 0.00230437 NCalls = 1107 -VariableMetric: Iteration # 214 - FCN = 297325.8533455 Edm = 0.00214532 NCalls = 1110 -VariableMetric: Iteration # 215 - FCN = 297325.850708 Edm = 0.00221014 NCalls = 1112 -VariableMetric: Iteration # 216 - FCN = 297325.8485486 Edm = 0.00119546 NCalls = 1114 -VariableMetric: Iteration # 217 - FCN = 297325.8463245 Edm = 0.000650223 NCalls = 1116 -VariableMetric: Iteration # 218 - FCN = 297325.8448133 Edm = 0.000627176 NCalls = 1118 -VariableMetric: Iteration # 219 - FCN = 297325.8405407 Edm = 0.00321119 NCalls = 1122 -VariableMetric: Iteration # 220 - FCN = 297325.8348773 Edm = 0.0048127 NCalls = 1124 -VariableMetric: Iteration # 221 - FCN = 297325.8282772 Edm = 0.00194735 NCalls = 1127 -VariableMetric: Iteration # 222 - FCN = 297325.8239129 Edm = 0.00142222 NCalls = 1129 -VariableMetric: Iteration # 223 - FCN = 297325.8212818 Edm = 0.00112544 NCalls = 1132 -VariableMetric: Iteration # 224 - FCN = 297325.8204886 Edm = 0.000595359 NCalls = 1134 -VariableMetric: Iteration # 225 - FCN = 297325.8194701 Edm = 0.000345234 NCalls = 1136 -VariableMetric: Iteration # 226 - FCN = 297325.8185862 Edm = 0.000148362 NCalls = 1138 -VariableMetric: Iteration # 227 - FCN = 297325.8182276 Edm = 0.000128866 NCalls = 1140 -VariableMetric: Iteration # 228 - FCN = 297325.8179616 Edm = 0.000126228 NCalls = 1142 -VariableMetric: Iteration # 229 - FCN = 297325.8177183 Edm = 7.31167e-05 NCalls = 1144 -VariableMetric: After Hessian - FCN = 297325.8177183 Edm = 0.0279545 NCalls = 1629 -VariableMetric: Iteration # 230 - FCN = 297325.8177183 Edm = 0.0279545 NCalls = 1629 -VariableMetric: Iteration # 231 - FCN = 297325.8170031 Edm = 0.00158094 NCalls = 1632 -VariableMetric: Iteration # 232 - FCN = 297325.8164112 Edm = 0.000368133 NCalls = 1635 -VariableMetric: Iteration # 233 - FCN = 297325.815898 Edm = 0.000186796 NCalls = 1637 -VariableMetric: Iteration # 234 - FCN = 297325.8154315 Edm = 0.000161504 NCalls = 1640 -VariableMetric: Iteration # 235 - FCN = 297325.8152383 Edm = 3.79923e-05 NCalls = 1642 -VariableMetric: Iteration # 236 - FCN = 297325.815177 Edm = 2.011e-05 NCalls = 1645 -VariableMetric: After Hessian - FCN = 297325.815177 Edm = 0.000334721 NCalls = 2134 -VariableMetric: Iteration # 237 - FCN = 297325.815177 Edm = 0.000334721 NCalls = 2134 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1920 (1920 total) | -| EDM = 0.00104 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297505.32558023866 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.1 | 1.7 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.64 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.69 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.30 | 0.17 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -3.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.08 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.68 | 0.30 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.07 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.04 | 0.21 | | |0.00501244| 2.01499 | | -| 12| phi_p | -5.69 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.768 | 0.028 | | | -2 | 2 | | -| 14| omega_s | 5.4 | 1.5 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.74 | 0.25 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.30 | 0.46 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 19.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.07 | 0.19 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.29 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.13 | 0.06 | | | -2 | 2 | | -| 22| bplus_0 | 0.407 | 0.012 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.742 0.427 0.106 -0.477 0.857 0.907 -0.309 0.043 0.774 0.630 0.632 0.011 -0.731 0.147 0.021 0.646 0.447 0.029 0.544 -0.501 0.347 -0.604 0.041 | -| jpsi_p | 0.742 1.000 0.495 0.079 -0.458 0.676 0.482 -0.239 -0.013 0.634 0.649 0.439 -0.000 -0.548 0.108 0.250 0.440 0.505 0.003 0.374 -0.199 0.138 -0.438 0.034 | -| p4040_p | 0.427 0.495 1.000 0.047 -0.342 0.333 0.211 -0.129 -0.014 0.447 0.512 0.113 0.006 -0.304 0.061 0.129 0.187 0.209 0.005 0.420 0.060 0.109 -0.239 0.021 | -| omega_p | 0.106 0.079 0.047 1.000 -0.052 0.119 0.090 -0.161 -0.001 0.088 0.068 0.071 -0.044 -0.078 0.791 0.001 0.065 0.051 0.015 0.060 -0.064 0.055 -0.115 0.040 | -| Ctt | -0.477 -0.458 -0.342 -0.052 1.000 -0.388 -0.452 0.165 0.149 -0.355 -0.460 -0.109 0.002 0.308 -0.085 -0.044 -0.415 -0.001 -0.031 -0.104 0.218 0.314 0.256 -0.001 | -| DDstar_s | 0.857 0.676 0.333 0.119 -0.388 1.000 0.766 -0.350 0.085 0.712 0.486 0.640 0.004 -0.828 0.165 -0.018 0.625 0.425 0.024 0.541 -0.554 0.378 -0.679 0.050 | -| Dbar_p | 0.907 0.482 0.211 0.090 -0.452 0.766 1.000 -0.273 0.073 0.641 0.404 0.605 0.004 -0.662 0.127 -0.175 0.629 0.252 0.021 0.506 -0.641 0.376 -0.543 0.037 | -| rho_s | -0.309 -0.239 -0.129 -0.161 0.165 -0.350 -0.273 1.000 0.003 -0.250 -0.194 -0.201 0.002 0.241 -0.396 0.011 -0.191 -0.144 -0.050 -0.165 0.189 -0.096 0.359 0.010 | -| p4415_s | 0.043 -0.013 -0.014 -0.001 0.149 0.085 0.073 0.003 1.000 -0.048 -0.071 0.187 0.000 0.024 -0.001 -0.009 0.065 0.034 0.001 0.296 -0.114 -0.076 0.023 -0.002 | -| p4415_p | 0.774 0.634 0.447 0.088 -0.355 0.712 0.641 -0.250 -0.048 1.000 0.641 0.419 0.006 -0.611 0.117 0.067 0.470 0.365 0.010 0.383 -0.320 0.350 -0.492 0.043 | -| p4160_p | 0.630 0.649 0.512 0.068 -0.460 0.486 0.404 -0.194 -0.071 0.641 1.000 0.107 0.010 -0.457 0.093 0.160 0.337 0.349 0.017 0.250 -0.057 0.182 -0.372 0.026 | -| p4040_s | 0.632 0.439 0.113 0.071 -0.109 0.640 0.605 -0.201 0.187 0.419 0.107 1.000 0.003 -0.492 0.094 0.052 0.417 0.268 0.004 0.372 -0.422 0.284 -0.392 0.037 | -| phi_p | 0.011 -0.000 0.006 -0.044 0.002 0.004 0.004 0.002 0.000 0.006 0.010 0.003 1.000 -0.011 -0.060 0.003 0.006 0.006 0.713 0.002 0.003 -0.012 -0.003 -0.075 | -| bplus_1 | -0.731 -0.548 -0.304 -0.078 0.308 -0.828 -0.662 0.241 0.024 -0.611 -0.457 -0.492 -0.011 1.000 -0.112 0.031 -0.463 -0.338 -0.023 -0.417 0.453 -0.440 0.250 -0.024 | -| omega_s | 0.147 0.108 0.061 0.791 -0.085 0.165 0.127 -0.396 -0.001 0.117 0.093 0.094 -0.060 -0.112 1.000 -0.006 0.089 0.068 0.011 0.075 -0.090 0.034 -0.165 0.126 | -| p3770_s | 0.021 0.250 0.129 0.001 -0.044 -0.018 -0.175 0.011 -0.009 0.067 0.160 0.052 0.003 0.031 -0.006 1.000 -0.085 -0.078 -0.013 0.008 0.018 -0.070 0.050 0.006 | -| Dbar_s | 0.646 0.440 0.187 0.065 -0.415 0.625 0.629 -0.191 0.065 0.470 0.337 0.417 0.006 -0.463 0.089 -0.085 1.000 0.231 0.013 0.346 -0.335 0.271 -0.378 0.028 | -| psi2s_p | 0.447 0.505 0.209 0.051 -0.001 0.425 0.252 -0.144 0.034 0.365 0.349 0.268 0.006 -0.338 0.068 -0.078 0.231 1.000 0.011 0.204 -0.070 0.138 -0.277 0.020 | -| phi_s | 0.029 0.003 0.005 0.015 -0.031 0.024 0.021 -0.050 0.001 0.010 0.017 0.004 0.713 -0.023 0.011 -0.013 0.013 0.011 1.000 -0.005 -0.011 -0.079 -0.033 -0.040 | -| p4160_s | 0.544 0.374 0.420 0.060 -0.104 0.541 0.506 -0.165 0.296 0.383 0.250 0.372 0.002 -0.417 0.075 0.008 0.346 0.204 -0.005 1.000 -0.318 0.290 -0.322 0.036 | -| p3770_p | -0.501 -0.199 0.060 -0.064 0.218 -0.554 -0.641 0.189 -0.114 -0.320 -0.057 -0.422 0.003 0.453 -0.090 0.018 -0.335 -0.070 -0.011 -0.318 1.000 -0.239 0.382 -0.029 | -| bplus_2 | 0.347 0.138 0.109 0.055 0.314 0.378 0.376 -0.096 -0.076 0.350 0.182 0.284 -0.012 -0.440 0.034 -0.070 0.271 0.138 -0.079 0.290 -0.239 1.000 -0.309 0.090 | -| bplus_0 | -0.604 -0.438 -0.239 -0.115 0.256 -0.679 -0.543 0.359 0.023 -0.492 -0.372 -0.392 -0.003 0.250 -0.165 0.050 -0.378 -0.277 -0.033 -0.322 0.382 -0.309 1.000 -0.051 | -| rho_p | 0.041 0.034 0.021 0.040 -0.001 0.050 0.037 0.010 -0.002 0.043 0.026 0.037 -0.075 -0.024 0.126 0.006 0.028 0.020 -0.040 0.036 -0.029 0.090 -0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.6754474908058703}), (, {'error': 0.04635112318849055}), (, {'error': 0.20573533374957798}), (, {'error': 0.44960293467525814}), (, {'error': 0.17097797183447605}), (, {'error': 0.5554415244366377}), (, {'error': 1.0558356365848485}), (, {'error': 0.35448535374052387}), (, {'error': 0.18504923170361282}), (, {'error': 0.3002137430872498}), (, {'error': 0.14900902283693895}), (, {'error': 0.21162039435372554}), (, {'error': 0.22490524584449334}), (, {'error': 0.028451807466578716}), (, {'error': 1.451927956375227}), (, {'error': 0.24547511970892688}), (, {'error': 0.45563864078109984}), (, {'error': 0.037419244427343124}), (, {'error': 1.0914066799886264}), (, {'error': 0.18955068116381812}), (, {'error': 0.14016624181670156}), (, {'error': 0.06227803191067327}), (, {'error': 0.011656686809363714}), (, {'error': 0.2222439414344053})]) -Toy 1/25 -Time taken: 9 min, 7 s -Projected time left: 3 h, 38 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=266 (266 total) | -| EDM = 8.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297219.63813142024 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.645 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.70 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.16 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.50 | 0.22 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.11 | 0.30 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.18 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.35 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.93 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.08 | 0.69 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 14| omega_s | 5.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.37 | 0.23 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.299 | 0.022 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 16 | 5 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.17 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.21 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | 0.456 | 0.019 | | | -2 | 2 | | -| 23| rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.348 0.162 -0.007 -0.075 0.078 -0.102 0.077 -0.067 0.072 0.335 -0.128 0.000 0.378 -0.026 0.249 -0.013 0.083 0.002 -0.062 0.348 -0.250 0.008 0.009 | -| jpsi_p | 0.348 1.000 -0.051 -0.023 0.215 0.094 0.107 0.061 -0.035 0.013 0.059 -0.021 -0.070 0.120 -0.040 0.027 0.122 0.008 -0.061 -0.048 0.131 0.070 -0.051 -0.090 | -| p4040_p | 0.162 -0.051 1.000 -0.001 -0.161 0.048 -0.184 -0.002 0.059 0.114 0.112 -0.184 -0.010 -0.002 -0.001 0.027 0.055 -0.200 -0.013 0.335 0.127 -0.031 0.022 0.015 | -| omega_p | -0.007 -0.023 -0.001 1.000 0.000 0.000 -0.005 0.035 -0.001 0.001 -0.003 0.000 0.101 0.021 0.556 -0.003 0.001 -0.003 0.105 0.001 -0.007 0.009 -0.028 -0.068 | -| Ctt | -0.075 0.215 -0.161 0.000 1.000 -0.009 -0.388 -0.040 0.222 -0.031 -0.359 0.360 -0.019 -0.204 0.010 -0.152 0.001 0.195 -0.029 0.258 -0.234 0.700 -0.014 0.089 | -| DDstar_s | 0.078 0.094 0.048 0.000 -0.009 1.000 0.016 0.002 0.001 0.046 0.069 0.001 0.001 0.005 -0.000 0.042 -0.007 0.043 0.001 0.013 0.047 0.003 0.001 0.001 | -| Dbar_p | -0.102 0.107 -0.184 -0.005 -0.388 0.016 1.000 0.047 -0.019 -0.155 -0.042 -0.083 -0.008 0.244 -0.017 -0.108 0.043 -0.118 -0.010 -0.151 0.316 -0.127 0.024 0.031 | -| rho_s | 0.077 0.061 -0.002 0.035 -0.040 0.002 0.047 1.000 0.008 -0.019 0.015 -0.007 0.020 -0.167 -0.391 0.016 0.000 0.009 0.004 -0.013 0.049 -0.097 0.271 0.115 | -| p4415_s | -0.067 -0.035 0.059 -0.001 0.222 0.001 -0.019 0.008 1.000 -0.113 -0.056 0.120 -0.005 0.069 -0.003 -0.008 0.001 -0.011 -0.008 0.300 -0.078 0.005 0.019 0.032 | -| p4415_p | 0.072 0.013 0.114 0.001 -0.031 0.046 -0.155 -0.019 -0.113 1.000 0.321 -0.244 -0.010 -0.101 0.006 0.026 0.036 -0.074 -0.015 -0.167 0.069 0.180 0.014 0.037 | -| p4160_p | 0.335 0.059 0.112 -0.003 -0.359 0.069 -0.042 0.015 -0.056 0.321 1.000 -0.528 -0.007 0.041 -0.007 0.070 0.069 -0.083 -0.006 -0.127 0.254 -0.106 0.012 -0.015 | -| p4040_s | -0.128 -0.021 -0.184 0.000 0.360 0.001 -0.083 -0.007 0.120 -0.244 -0.528 1.000 -0.006 -0.004 0.002 0.082 -0.009 0.021 -0.011 -0.069 -0.182 0.119 0.014 0.044 | -| phi_p | 0.000 -0.070 -0.010 0.101 -0.019 0.001 -0.008 0.020 -0.005 -0.010 -0.007 -0.006 1.000 0.022 0.042 -0.011 0.002 -0.012 0.960 -0.011 -0.013 -0.026 -0.017 0.252 | -| bplus_1 | 0.378 0.120 -0.002 0.021 -0.204 0.005 0.244 -0.167 0.069 -0.101 0.041 -0.004 0.022 1.000 0.071 0.080 -0.000 0.037 0.029 -0.033 0.177 -0.311 -0.814 -0.009 | -| omega_s | -0.026 -0.040 -0.001 0.556 0.010 -0.000 -0.017 -0.391 -0.003 0.006 -0.007 0.002 0.042 0.071 1.000 -0.007 0.000 -0.005 0.059 0.004 -0.020 0.036 -0.103 0.057 | -| p3770_s | 0.249 0.027 0.027 -0.003 -0.152 0.042 -0.108 0.016 -0.008 0.026 0.070 0.082 -0.011 0.080 -0.007 1.000 0.068 -0.374 -0.014 0.006 -0.200 -0.116 0.042 0.018 | -| Dbar_s | -0.013 0.122 0.055 0.001 0.001 -0.007 0.043 0.000 0.001 0.036 0.069 -0.009 0.002 -0.000 0.000 0.068 1.000 0.071 0.001 0.006 0.096 0.009 0.004 0.004 | -| psi2s_p | 0.083 0.008 -0.200 -0.003 0.195 0.043 -0.118 0.009 -0.011 -0.074 -0.083 0.021 -0.012 0.037 -0.005 -0.374 0.071 1.000 -0.011 -0.096 0.046 -0.020 -0.010 -0.007 | -| phi_s | 0.002 -0.061 -0.013 0.105 -0.029 0.001 -0.010 0.004 -0.008 -0.015 -0.006 -0.011 0.960 0.029 0.059 -0.014 0.001 -0.011 1.000 -0.019 -0.011 -0.053 -0.025 0.255 | -| p4160_s | -0.062 -0.048 0.335 0.001 0.258 0.013 -0.151 -0.013 0.300 -0.167 -0.127 -0.069 -0.011 -0.033 0.004 0.006 0.006 -0.096 -0.019 1.000 -0.075 0.176 0.033 0.067 | -| p3770_p | 0.348 0.131 0.127 -0.007 -0.234 0.047 0.316 0.049 -0.078 0.069 0.254 -0.182 -0.013 0.177 -0.020 -0.200 0.096 0.046 -0.011 -0.075 1.000 -0.130 0.033 -0.005 | -| bplus_2 | -0.250 0.070 -0.031 0.009 0.700 0.003 -0.127 -0.097 0.005 0.180 -0.106 0.119 -0.026 -0.311 0.036 -0.116 0.009 -0.020 -0.053 0.176 -0.130 1.000 -0.012 0.231 | -| bplus_0 | 0.008 -0.051 0.022 -0.028 -0.014 0.001 0.024 0.271 0.019 0.014 0.012 0.014 -0.017 -0.814 -0.103 0.042 0.004 -0.010 -0.025 0.033 0.033 -0.012 1.000 0.048 | -| rho_p | 0.009 -0.090 0.015 -0.068 0.089 0.001 0.031 0.115 0.032 0.037 -0.015 0.044 0.252 -0.009 0.057 0.018 0.004 -0.007 0.255 0.067 -0.005 0.231 0.048 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.37314155648994785}), (, {'error': 0.02764994459365866}), (, {'error': 0.20385253265475}), (, {'error': 0.3084417323749542}), (, {'error': 0.22372557855055042}), (, {'error': 0.030629245639255925}), (, {'error': 0.35663399067695556}), (, {'error': 0.30378910532536957}), (, {'error': 0.185311081137014}), (, {'error': 0.17904867946983583}), (, {'error': 0.10845577069386092}), (, {'error': 0.1730908746016288}), (, {'error': 0.6940830095577835}), (, {'error': 0.04101064057501769}), (, {'error': 1.1528778420994374}), (, {'error': 0.22939131352032005}), (, {'error': 0.021859983377722186}), (, {'error': 0.0319943024709346}), (, {'error': 4.847481946185615}), (, {'error': 0.1647199101408583}), (, {'error': 0.10208685755834157}), (, {'error': 0.08552600949406153}), (, {'error': 0.01893494383279304}), (, {'error': 0.3294556629700893})]) -Toy 2/25 -Time taken: 12 min, 41 s -Projected time left: 2 h, 25 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.002E+05 | Ncalls=528 (539 total) | -| EDM = 7.13E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300151.07055543497 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -3.1 | 8.3 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -2.187 | 0.018 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.595E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 1.149 | 0.001 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 2.977E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -0.445E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.692 | 0.000 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 2.199 | 0.000 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 2.272 | 0.008 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.619 | 0.001 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.598E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -1.951 | 0.000 | | | -2 | 2 | | -| 14| omega_s | 0.705E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.163 | 0.001 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.885E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 2.77 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 1.806E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 3.115 | 0.001 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -3.337 | 0.015 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 1.715 | 0.001 | | | -2 | 2 | | -| 22| bplus_0 | 1.952 | 0.000 | | | -2 | 2 | | -| 23| rho_p | 0.621E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.582 -0.571 -0.078 0.146 -0.022 -0.261 0.005 -0.087 0.091 -0.517 -0.255 -0.132 0.186 0.006 -0.013 0.529 -0.581 0.008 0.337 -0.568 0.048 0.163 -0.159 | -| jpsi_p | -0.582 1.000 0.982 0.134 -0.250 0.039 0.449 -0.008 0.149 -0.157 0.889 0.439 0.227 -0.320 -0.011 0.022 -0.909 0.999 -0.014 -0.580 0.976 -0.083 -0.281 0.274 | -| p4040_p | -0.571 0.982 1.000 0.132 -0.246 0.038 0.441 -0.008 0.146 -0.154 0.873 0.431 0.223 -0.314 -0.011 0.022 -0.892 0.980 -0.014 -0.569 0.958 -0.081 -0.276 0.269 | -| omega_p | -0.078 0.134 0.132 1.000 -0.034 0.005 0.060 -0.001 0.020 -0.021 0.119 0.059 0.031 -0.043 -0.001 0.003 -0.122 0.134 -0.002 -0.078 0.131 -0.011 -0.038 0.037 | -| Ctt | 0.146 -0.250 -0.246 -0.034 1.000 -0.010 -0.112 0.002 -0.037 0.039 -0.223 -0.110 -0.057 0.080 0.003 -0.006 0.228 -0.250 0.004 0.145 -0.244 0.021 0.070 -0.069 | -| DDstar_s | -0.022 0.039 0.038 0.005 -0.010 1.000 0.017 -0.000 0.006 -0.006 0.034 0.017 0.009 -0.012 -0.000 0.001 -0.035 0.039 -0.001 -0.022 0.038 -0.003 -0.011 0.011 | -| Dbar_p | -0.261 0.449 0.441 0.060 -0.112 0.017 1.000 -0.004 0.067 -0.070 0.399 0.197 0.102 -0.144 -0.005 0.010 -0.408 0.448 -0.007 -0.260 0.438 -0.037 -0.126 0.123 | -| rho_s | 0.005 -0.008 -0.008 -0.001 0.002 -0.000 -0.004 1.000 -0.001 0.001 -0.007 -0.004 -0.002 0.003 0.000 -0.000 0.007 -0.008 0.000 0.005 -0.008 0.001 0.002 -0.002 | -| p4415_s | -0.087 0.149 0.146 0.020 -0.037 0.006 0.067 -0.001 1.000 -0.023 0.132 0.065 0.034 -0.048 -0.002 0.003 -0.135 0.149 -0.002 -0.086 0.145 -0.012 -0.042 0.041 | -| p4415_p | 0.091 -0.157 -0.154 -0.021 0.039 -0.006 -0.070 0.001 -0.023 1.000 -0.140 -0.069 -0.036 0.050 0.002 -0.003 0.143 -0.157 0.002 0.091 -0.153 0.013 0.044 -0.043 | -| p4160_p | -0.517 0.889 0.873 0.119 -0.223 0.034 0.399 -0.007 0.132 -0.140 1.000 0.390 0.202 -0.285 -0.010 0.020 -0.809 0.888 -0.013 -0.516 0.868 -0.073 -0.250 0.244 | -| p4040_s | -0.255 0.439 0.431 0.059 -0.110 0.017 0.197 -0.004 0.065 -0.069 0.390 1.000 0.100 -0.140 -0.005 0.010 -0.399 0.438 -0.006 -0.254 0.428 -0.036 -0.123 0.120 | -| phi_p | -0.132 0.227 0.223 0.031 -0.057 0.009 0.102 -0.002 0.034 -0.036 0.202 0.100 1.000 -0.073 -0.002 0.005 -0.207 0.227 -0.003 -0.132 0.222 -0.019 -0.064 0.062 | -| bplus_1 | 0.186 -0.320 -0.314 -0.043 0.080 -0.012 -0.144 0.003 -0.048 0.050 -0.285 -0.140 -0.073 1.000 0.003 -0.007 0.291 -0.320 0.005 0.186 -0.312 0.026 0.090 -0.088 | -| omega_s | 0.006 -0.011 -0.011 -0.001 0.003 -0.000 -0.005 0.000 -0.002 0.002 -0.010 -0.005 -0.002 0.003 1.000 -0.000 0.010 -0.011 0.000 0.006 -0.011 0.001 0.003 -0.003 | -| p3770_s | -0.013 0.022 0.022 0.003 -0.006 0.001 0.010 -0.000 0.003 -0.003 0.020 0.010 0.005 -0.007 -0.000 1.000 -0.020 0.022 -0.000 -0.013 0.022 -0.002 -0.006 0.006 | -| Dbar_s | 0.529 -0.909 -0.892 -0.122 0.228 -0.035 -0.408 0.007 -0.135 0.143 -0.809 -0.399 -0.207 0.291 0.010 -0.020 1.000 -0.908 0.013 0.527 -0.887 0.075 0.255 -0.249 | -| psi2s_p | -0.581 0.999 0.980 0.134 -0.250 0.039 0.448 -0.008 0.149 -0.157 0.888 0.438 0.227 -0.320 -0.011 0.022 -0.908 1.000 -0.014 -0.579 0.975 -0.083 -0.281 0.274 | -| phi_s | 0.008 -0.014 -0.014 -0.002 0.004 -0.001 -0.007 0.000 -0.002 0.002 -0.013 -0.006 -0.003 0.005 0.000 -0.000 0.013 -0.014 1.000 0.008 -0.014 0.001 0.004 -0.004 | -| p4160_s | 0.337 -0.580 -0.569 -0.078 0.145 -0.022 -0.260 0.005 -0.086 0.091 -0.516 -0.254 -0.132 0.186 0.006 -0.013 0.527 -0.579 0.008 1.000 -0.566 0.048 0.163 -0.159 | -| p3770_p | -0.568 0.976 0.958 0.131 -0.244 0.038 0.438 -0.008 0.145 -0.153 0.868 0.428 0.222 -0.312 -0.011 0.022 -0.887 0.975 -0.014 -0.566 1.000 -0.081 -0.274 0.267 | -| bplus_2 | 0.048 -0.083 -0.081 -0.011 0.021 -0.003 -0.037 0.001 -0.012 0.013 -0.073 -0.036 -0.019 0.026 0.001 -0.002 0.075 -0.083 0.001 0.048 -0.081 1.000 0.023 -0.023 | -| bplus_0 | 0.163 -0.281 -0.276 -0.038 0.070 -0.011 -0.126 0.002 -0.042 0.044 -0.250 -0.123 -0.064 0.090 0.003 -0.006 0.255 -0.281 0.004 0.163 -0.274 0.023 1.000 -0.077 | -| rho_p | -0.159 0.274 0.269 0.037 -0.069 0.011 0.123 -0.002 0.041 -0.043 0.244 0.120 0.062 -0.088 -0.003 0.006 -0.249 0.274 -0.004 -0.159 0.267 -0.023 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.00026315843721569365}), (, {'error': 8.27932175420363}), (, {'error': 0.017948515117372388}), (, {'error': 0.0012583709140221444}), (, {'error': 0.000614073353687683}), (, {'error': 2.3017874405617533e-05}), (, {'error': 0.003050775485184065}), (, {'error': 0.000492154346274809}), (, {'error': 0.00035234802318240277}), (, {'error': 0.0002181157558385216}), (, {'error': 0.007919601641885876}), (, {'error': 0.0005477250734295946}), (, {'error': 0.0012114528580609019}), (, {'error': 0.0002808736301715964}), (, {'error': 0.0015998553994283071}), (, {'error': 0.0009522298462725232}), (, {'error': 0.0004240838056946694}), (, {'error': 0.06016816900991717}), (, {'error': 0.002606932659938721}), (, {'error': 0.0008836326865955257}), (, {'error': 0.01473105195194524}), (, {'error': 0.0006364338042565976}), (, {'error': 0.0002845187591962173}), (, {'error': 0.000619047148732399})]) -Toy 3/25 -Time taken: 16 min, 50 s -Projected time left: 2 h, 3 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1487 (1487 total) | -| EDM = 0.00573 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297126.34543766384 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.0 | 1.0 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.54 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -2.76 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.07 | 0.18 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 1.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.45 | 0.32 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.90 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.44 | 0.17 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.83 | 0.23 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.83 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.94 | 0.03 | | | -2 | 2 | | -| 14| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 1.95 | 0.30 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 21.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.19 | 0.19 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.471 | 0.016 | | | -2 | 2 | | -| 23| rho_p | 5.5 | 0.8 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.511 0.356 -0.002 -0.189 0.051 0.456 0.212 -0.260 -0.235 0.443 -0.649 0.020 -0.636 -0.098 0.409 0.854 0.436 -0.076 -0.528 0.750 0.552 -0.629 0.097 | -| jpsi_p | 0.511 1.000 0.586 -0.002 -0.474 -0.124 0.663 0.182 -0.274 0.181 0.759 -0.549 0.030 -0.530 -0.086 0.595 0.831 0.653 -0.063 -0.433 0.799 0.547 -0.541 0.076 | -| p4040_p | 0.356 0.586 1.000 -0.002 -0.347 -0.055 0.375 0.106 -0.147 0.224 0.589 -0.472 0.020 -0.330 -0.050 0.357 0.584 0.367 -0.040 -0.077 0.591 0.320 -0.333 0.056 | -| omega_p | -0.002 -0.002 -0.002 1.000 0.001 0.000 -0.002 0.000 0.001 -0.001 -0.002 0.001 0.005 0.002 -0.118 -0.002 -0.002 -0.002 -0.001 0.001 -0.002 0.000 0.002 0.023 | -| Ctt | -0.189 -0.474 -0.347 0.001 1.000 0.089 -0.559 -0.128 0.276 -0.121 -0.471 0.425 -0.031 0.308 0.050 -0.238 -0.368 -0.101 -0.010 0.353 -0.405 -0.594 0.296 0.026 | -| DDstar_s | 0.051 -0.124 -0.055 0.000 0.089 1.000 -0.169 0.020 -0.010 -0.079 -0.071 -0.008 -0.002 -0.051 -0.009 -0.045 -0.070 -0.084 -0.005 -0.007 -0.054 0.025 -0.045 0.003 | -| Dbar_p | 0.456 0.663 0.375 -0.002 -0.559 -0.169 1.000 0.195 -0.198 0.028 0.572 -0.505 0.027 -0.575 -0.091 0.358 0.699 0.462 -0.068 -0.409 0.715 0.443 -0.569 0.094 | -| rho_s | 0.212 0.182 0.106 0.000 -0.128 0.020 0.195 1.000 -0.048 -0.045 0.147 -0.166 0.187 -0.103 -0.525 0.117 0.233 0.145 0.016 -0.141 0.215 0.268 -0.269 0.021 | -| p4415_s | -0.260 -0.274 -0.147 0.001 0.276 -0.010 -0.198 -0.048 1.000 -0.123 -0.234 0.305 -0.012 0.120 0.021 -0.162 -0.309 -0.186 0.007 0.385 -0.299 -0.105 0.122 -0.013 | -| p4415_p | -0.235 0.181 0.224 -0.001 -0.121 -0.079 0.028 -0.045 -0.123 1.000 0.315 -0.091 -0.003 0.103 0.018 0.092 0.008 0.080 -0.004 -0.091 0.063 -0.130 0.088 0.014 | -| p4160_p | 0.443 0.759 0.589 -0.002 -0.471 -0.071 0.572 0.147 -0.234 0.315 1.000 -0.677 0.030 -0.429 -0.068 0.484 0.742 0.536 -0.042 -0.440 0.741 0.411 -0.425 0.059 | -| p4040_s | -0.649 -0.549 -0.472 0.001 0.425 -0.008 -0.505 -0.166 0.305 -0.091 -0.677 1.000 -0.029 0.459 0.075 -0.319 -0.704 -0.426 0.035 0.416 -0.658 -0.439 0.448 -0.045 | -| phi_p | 0.020 0.030 0.020 0.005 -0.031 -0.002 0.027 0.187 -0.012 -0.003 0.030 -0.029 1.000 -0.010 -0.127 0.018 0.036 0.027 0.488 -0.028 0.035 0.080 -0.023 -0.202 | -| bplus_1 | -0.636 -0.530 -0.330 0.002 0.308 -0.051 -0.575 -0.103 0.120 0.103 -0.429 0.459 -0.010 1.000 0.045 -0.378 -0.679 -0.420 0.043 0.356 -0.635 -0.522 0.110 -0.084 | -| omega_s | -0.098 -0.086 -0.050 -0.118 0.050 -0.009 -0.091 -0.525 0.021 0.018 -0.068 0.075 -0.127 0.045 1.000 -0.055 -0.106 -0.067 -0.020 0.061 -0.099 -0.108 0.122 0.115 | -| p3770_s | 0.409 0.595 0.357 -0.002 -0.238 -0.045 0.358 0.117 -0.162 0.092 0.484 -0.319 0.018 -0.378 -0.055 1.000 0.598 0.296 -0.048 -0.279 0.492 0.370 -0.376 0.065 | -| Dbar_s | 0.854 0.831 0.584 -0.002 -0.368 -0.070 0.699 0.233 -0.309 0.008 0.742 -0.704 0.036 -0.679 -0.106 0.598 1.000 0.663 -0.070 -0.555 0.931 0.627 -0.674 0.094 | -| psi2s_p | 0.436 0.653 0.367 -0.002 -0.101 -0.084 0.462 0.145 -0.186 0.080 0.536 -0.426 0.027 -0.420 -0.067 0.296 0.663 1.000 -0.043 -0.356 0.615 0.386 -0.417 0.058 | -| phi_s | -0.076 -0.063 -0.040 -0.001 -0.010 -0.005 -0.068 0.016 0.007 -0.004 -0.042 0.035 0.488 0.043 -0.020 -0.048 -0.070 -0.043 1.000 0.014 -0.065 0.062 0.093 -0.147 | -| p4160_s | -0.528 -0.433 -0.077 0.001 0.353 -0.007 -0.409 -0.141 0.385 -0.091 -0.440 0.416 -0.028 0.356 0.061 -0.279 -0.555 -0.356 0.014 1.000 -0.508 -0.379 0.346 -0.016 | -| p3770_p | 0.750 0.799 0.591 -0.002 -0.405 -0.054 0.715 0.215 -0.299 0.063 0.741 -0.658 0.035 -0.635 -0.099 0.492 0.931 0.615 -0.065 -0.508 1.000 0.567 -0.621 0.087 | -| bplus_2 | 0.552 0.547 0.320 0.000 -0.594 0.025 0.443 0.268 -0.105 -0.130 0.411 -0.439 0.080 -0.522 -0.108 0.370 0.627 0.386 0.062 -0.379 0.567 1.000 -0.527 -0.129 | -| bplus_0 | -0.629 -0.541 -0.333 0.002 0.296 -0.045 -0.569 -0.269 0.122 0.088 -0.425 0.448 -0.023 0.110 0.122 -0.376 -0.674 -0.417 0.093 0.346 -0.621 -0.527 1.000 -0.106 | -| rho_p | 0.097 0.076 0.056 0.023 0.026 0.003 0.094 0.021 -0.013 0.014 0.059 -0.045 -0.202 -0.084 0.115 0.065 0.094 0.058 -0.147 -0.016 0.087 -0.129 -0.106 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.018276111523088}), (, {'error': 0.052666632011743264}), (, {'error': 0.27200113235710033}), (, {'error': 0.12019972502333509}), (, {'error': 0.17706015425353028}), (, {'error': 0.09752816920275559}), (, {'error': 0.5655955800931816}), (, {'error': 0.31560725520736876}), (, {'error': 0.1905884924010557}), (, {'error': 0.17285754871963288}), (, {'error': 0.16541308487973239}), (, {'error': 0.22854389404789544}), (, {'error': 0.1421236434064692}), (, {'error': 0.03229952617512577}), (, {'error': 0.9929754576661916}), (, {'error': 0.30067369850054493}), (, {'error': 0.5711089399998038}), (, {'error': 0.0433079196863666}), (, {'error': 0.9666155981984748}), (, {'error': 0.19414142574356708}), (, {'error': 0.36006718541909866}), (, {'error': 0.09287891042774876}), (, {'error': 0.016139966390780747}), (, {'error': 0.8051611284600195})]) -Toy 4/25 -Time taken: 24 min, 38 s -Projected time left: 2 h, 9 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1395 (1395 total) | -| EDM = 4.2E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297208.59047528857 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.30 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.622 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 4.11 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.24 | 0.38 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.60 | 0.21 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -1.03 | 0.32 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.11 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 14| omega_s | 6.3 | 1.5 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.40 | 0.23 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 18.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.27 | 0.08 | | | -2 | 2 | | -| 22| bplus_0 | 0.449 | 0.019 | | | -2 | 2 | | -| 23| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.280 0.167 -0.015 -0.092 0.023 -0.081 0.063 -0.029 0.044 0.282 -0.105 -0.001 0.311 -0.031 0.197 -0.003 0.066 0.004 -0.051 0.274 -0.211 0.009 -0.016 | -| jpsi_p | 0.280 1.000 -0.032 -0.039 0.161 0.048 0.301 0.049 -0.019 -0.006 0.050 -0.065 0.013 0.112 -0.059 0.017 0.042 0.010 0.014 -0.048 0.163 0.068 -0.047 -0.099 | -| p4040_p | 0.167 -0.032 1.000 -0.002 -0.339 0.021 0.007 0.004 -0.027 0.173 0.314 -0.235 0.001 0.011 -0.003 -0.037 0.021 -0.196 -0.004 0.262 0.206 -0.074 0.017 0.000 | -| omega_p | -0.015 -0.039 -0.002 1.000 0.009 0.001 -0.008 -0.091 -0.004 0.006 -0.005 0.005 -0.007 0.059 0.744 -0.004 0.001 -0.006 0.053 0.005 -0.013 0.042 -0.073 0.041 | -| Ctt | -0.092 0.161 -0.339 0.009 1.000 0.004 -0.303 -0.007 0.201 -0.036 -0.413 0.330 -0.000 -0.157 0.017 -0.199 0.012 0.149 -0.040 0.267 -0.252 0.693 -0.019 0.112 | -| DDstar_s | 0.023 0.048 0.021 0.001 0.004 1.000 0.003 -0.002 0.001 0.030 0.035 0.012 -0.000 -0.015 0.001 0.020 -0.002 0.027 -0.000 0.011 0.014 0.014 0.000 0.001 | -| Dbar_p | -0.081 0.301 0.007 -0.008 -0.303 0.003 1.000 0.047 0.025 -0.064 0.087 -0.124 -0.001 0.207 -0.017 0.035 0.018 0.028 -0.011 -0.081 0.408 -0.086 0.027 0.022 | -| rho_s | 0.063 0.049 0.004 -0.091 -0.007 -0.002 0.047 1.000 0.024 -0.003 0.010 0.008 -0.007 -0.210 -0.403 0.023 -0.001 0.016 -0.049 0.014 0.040 -0.041 0.298 0.081 | -| p4415_s | -0.029 -0.019 -0.027 -0.004 0.201 0.001 0.025 0.024 1.000 -0.151 -0.091 0.198 -0.000 0.126 -0.008 0.013 -0.000 0.019 -0.007 0.326 -0.067 -0.078 0.016 0.014 | -| p4415_p | 0.044 -0.006 0.173 0.006 -0.036 0.030 -0.064 -0.003 -0.151 1.000 0.300 -0.216 -0.000 -0.073 0.010 -0.006 0.016 -0.106 -0.023 -0.180 0.074 0.182 0.018 0.057 | -| p4160_p | 0.282 0.050 0.314 -0.005 -0.413 0.035 0.087 0.010 -0.091 0.300 1.000 -0.544 0.001 0.022 -0.008 0.032 0.027 -0.112 -0.001 -0.187 0.272 -0.081 0.018 -0.010 | -| p4040_s | -0.105 -0.065 -0.235 0.005 0.330 0.012 -0.124 0.008 0.198 -0.216 -0.544 1.000 -0.001 0.017 0.007 0.074 0.003 -0.067 -0.024 0.128 -0.160 0.111 0.018 0.061 | -| phi_p | -0.001 0.013 0.001 -0.007 -0.000 -0.000 -0.001 -0.007 -0.000 -0.000 0.001 -0.001 1.000 -0.000 0.004 0.000 -0.000 0.002 -0.407 -0.001 0.001 -0.005 -0.003 -0.028 | -| bplus_1 | 0.311 0.112 0.011 0.059 -0.157 -0.015 0.207 -0.210 0.126 -0.073 0.022 0.017 -0.000 1.000 0.116 0.085 -0.006 0.070 0.036 0.019 0.129 -0.237 -0.850 0.049 | -| omega_s | -0.031 -0.059 -0.003 0.744 0.017 0.001 -0.017 -0.403 -0.008 0.010 -0.008 0.007 0.004 0.116 1.000 -0.008 0.001 -0.010 0.078 0.006 -0.024 0.069 -0.149 0.222 | -| p3770_s | 0.197 0.017 -0.037 -0.004 -0.199 0.020 0.035 0.023 0.013 -0.006 0.032 0.074 0.000 0.085 -0.008 1.000 0.027 -0.410 -0.016 0.005 -0.189 -0.108 0.047 0.023 | -| Dbar_s | -0.003 0.042 0.021 0.001 0.012 -0.002 0.018 -0.001 -0.000 0.016 0.027 0.003 -0.000 -0.006 0.001 0.027 1.000 0.028 -0.000 0.005 0.028 0.008 0.001 0.001 | -| psi2s_p | 0.066 0.010 -0.196 -0.006 0.149 0.027 0.028 0.016 0.019 -0.106 -0.112 -0.067 0.002 0.070 -0.010 -0.410 0.028 1.000 -0.002 -0.088 0.070 -0.034 -0.006 -0.003 | -| phi_s | 0.004 0.014 -0.004 0.053 -0.040 -0.000 -0.011 -0.049 -0.007 -0.023 -0.001 -0.024 -0.407 0.036 0.078 -0.016 -0.000 -0.002 1.000 -0.030 -0.001 -0.093 -0.045 0.063 | -| p4160_s | -0.051 -0.048 0.262 0.005 0.267 0.011 -0.081 0.014 0.326 -0.180 -0.187 0.128 -0.001 0.019 0.006 0.005 0.005 -0.088 -0.030 1.000 -0.075 0.144 0.033 0.075 | -| p3770_p | 0.274 0.163 0.206 -0.013 -0.252 0.014 0.408 0.040 -0.067 0.074 0.272 -0.160 0.001 0.129 -0.024 -0.189 0.028 0.070 -0.001 -0.075 1.000 -0.106 0.035 -0.018 | -| bplus_2 | -0.211 0.068 -0.074 0.042 0.693 0.014 -0.086 -0.041 -0.078 0.182 -0.081 0.111 -0.005 -0.237 0.069 -0.108 0.008 -0.034 -0.093 0.144 -0.106 1.000 -0.050 0.285 | -| bplus_0 | 0.009 -0.047 0.017 -0.073 -0.019 0.000 0.027 0.298 0.016 0.018 0.018 0.018 -0.003 -0.850 -0.149 0.047 0.001 -0.006 -0.045 0.033 0.035 -0.050 1.000 -0.036 | -| rho_p | -0.016 -0.099 0.000 0.041 0.112 0.001 0.022 0.081 0.014 0.057 -0.010 0.061 -0.028 0.049 0.222 0.023 0.001 -0.003 0.063 0.075 -0.018 0.285 -0.036 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3023263490485357}), (, {'error': 0.028057018874391382}), (, {'error': 0.20509971183608222}), (, {'error': 0.3777209640040775}), (, {'error': 0.2130212279992028}), (, {'error': 0.020037582165010615}), (, {'error': 0.31501294571093075}), (, {'error': 0.3298802960885702}), (, {'error': 0.1907592235632321}), (, {'error': 0.17722112339712215}), (, {'error': 0.10019354433502681}), (, {'error': 0.16887767137371418}), (, {'error': 0.2693708841221394}), (, {'error': 0.037898964499264}), (, {'error': 1.5323451513868767}), (, {'error': 0.23082206851668063}), (, {'error': 0.01775739254536013}), (, {'error': 0.03174877369554796}), (, {'error': 0.8634138433147331}), (, {'error': 0.1674205073659356}), (, {'error': 0.10114532582620295}), (, {'error': 0.08220562765598793}), (, {'error': 0.018895485725575423}), (, {'error': 0.4407072590062433})]) -Toy 5/25 -Time taken: 32 min, 6 s -Projected time left: 2 h, 8 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=2041 (2041 total) | -| EDM = 9.84E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297362.5275118312 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.0 | 1.7 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.630 | 0.029 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.59 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.86 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.08 | 0.17 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.19 | 0.51 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 2.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.25 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.37 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.36 | 0.16 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.73 | 0.19 | | |0.00501244| 2.01499 | | -| 12| phi_p | -5.58 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.84 | 0.04 | | | -2 | 2 | | -| 14| omega_s | 9.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.95 | 0.29 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 20.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 1.96 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.67 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.21 | 0.10 | | | -2 | 2 | | -| 22| bplus_0 | -0.441 | 0.019 | | | -2 | 2 | | -| 23| rho_p | 5.65 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.190 0.414 0.150 0.177 -0.900 0.829 0.320 -0.273 0.127 0.652 -0.472 0.022 -0.752 -0.003 0.581 0.297 0.103 -0.043 -0.111 0.458 0.649 -0.688 0.052 | -| jpsi_p | 0.190 1.000 0.223 0.053 -0.332 -0.390 0.075 0.100 -0.125 0.168 0.390 -0.185 -0.006 -0.249 -0.006 0.320 -0.136 0.198 -0.047 -0.094 0.331 0.323 -0.273 0.038 | -| p4040_p | 0.414 0.223 1.000 0.066 -0.043 -0.500 0.426 0.129 -0.085 0.238 0.376 -0.353 0.005 -0.314 -0.002 0.306 0.057 -0.035 -0.031 0.259 0.328 0.270 -0.299 0.040 | -| omega_p | 0.150 0.053 0.066 1.000 0.021 -0.144 0.103 0.553 -0.029 0.025 0.102 -0.065 0.050 -0.087 0.403 0.096 0.045 0.026 0.006 -0.010 0.086 0.094 -0.165 0.130 | -| Ctt | 0.177 -0.332 -0.043 0.021 1.000 -0.114 0.358 0.006 0.132 0.008 -0.137 0.219 -0.010 -0.025 -0.001 0.007 0.042 0.227 -0.035 0.191 -0.164 -0.336 -0.024 0.068 | -| DDstar_s | -0.900 -0.390 -0.500 -0.144 -0.114 1.000 -0.801 -0.306 0.282 -0.253 -0.750 0.456 -0.026 0.718 0.002 -0.637 -0.345 -0.198 0.037 0.083 -0.506 -0.643 0.657 -0.046 | -| Dbar_p | 0.829 0.075 0.426 0.103 0.358 -0.801 1.000 0.234 -0.251 0.192 0.543 -0.342 0.022 -0.536 -0.002 0.502 0.343 0.105 -0.013 -0.002 0.169 0.509 -0.478 0.009 | -| rho_s | 0.320 0.100 0.129 0.553 0.006 -0.306 0.234 1.000 -0.066 0.032 0.216 -0.151 0.088 -0.186 0.026 0.190 0.099 0.048 -0.004 -0.048 0.175 0.288 -0.337 0.147 | -| p4415_s | -0.273 -0.125 -0.085 -0.029 0.132 0.282 -0.251 -0.066 1.000 -0.170 -0.271 0.258 -0.009 0.137 0.000 -0.161 -0.068 -0.012 0.001 0.320 -0.184 -0.104 0.125 -0.002 | -| p4415_p | 0.127 0.168 0.238 0.025 0.008 -0.253 0.192 0.032 -0.170 1.000 0.379 -0.245 -0.005 -0.085 -0.001 0.169 0.011 0.029 -0.028 -0.052 0.165 -0.001 -0.096 0.046 | -| p4160_p | 0.652 0.390 0.376 0.102 -0.137 -0.750 0.543 0.216 -0.271 0.379 1.000 -0.600 0.019 -0.509 -0.002 0.474 0.123 0.106 -0.027 -0.115 0.502 0.458 -0.463 0.032 | -| p4040_s | -0.472 -0.185 -0.353 -0.065 0.219 0.456 -0.342 -0.151 0.258 -0.245 -0.600 1.000 -0.019 0.342 0.001 -0.212 -0.095 -0.030 0.002 -0.083 -0.351 -0.337 0.301 0.003 | -| phi_p | 0.022 -0.006 0.005 0.050 -0.010 -0.026 0.022 0.088 -0.009 -0.005 0.019 -0.019 1.000 -0.013 -0.019 0.009 0.004 0.002 0.622 -0.017 0.015 0.064 -0.010 -0.208 | -| bplus_1 | -0.752 -0.249 -0.314 -0.087 -0.025 0.718 -0.536 -0.186 0.137 -0.085 -0.509 0.342 -0.013 1.000 0.001 -0.481 -0.231 -0.117 0.019 0.082 -0.436 -0.581 0.180 -0.048 | -| omega_s | -0.003 -0.006 -0.002 0.403 -0.001 0.002 -0.002 0.026 0.000 -0.001 -0.002 0.001 -0.019 0.001 1.000 -0.003 -0.001 -0.001 0.001 -0.001 -0.002 0.001 0.004 0.020 | -| p3770_s | 0.581 0.320 0.306 0.096 0.007 -0.637 0.502 0.190 -0.161 0.169 0.474 -0.212 0.009 -0.481 -0.003 1.000 0.062 -0.147 -0.043 -0.040 0.214 0.419 -0.438 0.053 | -| Dbar_s | 0.297 -0.136 0.057 0.045 0.042 -0.345 0.343 0.099 -0.068 0.011 0.123 -0.095 0.004 -0.231 -0.001 0.062 1.000 -0.091 -0.013 -0.005 -0.017 0.159 -0.204 0.014 | -| psi2s_p | 0.103 0.198 -0.035 0.026 0.227 -0.198 0.105 0.048 -0.012 0.029 0.106 -0.030 0.002 -0.117 -0.001 -0.147 -0.091 1.000 -0.015 -0.074 0.163 0.081 -0.110 0.018 | -| phi_s | -0.043 -0.047 -0.031 0.006 -0.035 0.037 -0.013 -0.004 0.001 -0.028 -0.027 0.002 0.622 0.019 0.001 -0.043 -0.013 -0.015 1.000 -0.028 -0.029 0.067 0.074 -0.147 | -| p4160_s | -0.111 -0.094 0.259 -0.010 0.191 0.083 -0.002 -0.048 0.320 -0.052 -0.115 -0.083 -0.017 0.082 -0.001 -0.040 -0.005 -0.074 -0.028 1.000 -0.090 -0.168 0.060 0.048 | -| p3770_p | 0.458 0.331 0.328 0.086 -0.164 -0.506 0.169 0.175 -0.184 0.165 0.502 -0.351 0.015 -0.436 -0.002 0.214 -0.017 0.163 -0.029 -0.090 1.000 0.345 -0.381 0.034 | -| bplus_2 | 0.649 0.323 0.270 0.094 -0.336 -0.643 0.509 0.288 -0.104 -0.001 0.458 -0.337 0.064 -0.581 0.001 0.419 0.159 0.081 0.067 -0.168 0.345 1.000 -0.548 -0.145 | -| bplus_0 | -0.688 -0.273 -0.299 -0.165 -0.024 0.657 -0.478 -0.337 0.125 -0.096 -0.463 0.301 -0.010 0.180 0.004 -0.438 -0.204 -0.110 0.074 0.060 -0.381 -0.548 1.000 -0.077 | -| rho_p | 0.052 0.038 0.040 0.130 0.068 -0.046 0.009 0.147 -0.002 0.046 0.032 0.003 -0.208 -0.048 0.020 0.053 0.014 0.018 -0.147 0.048 0.034 -0.145 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.6936921716447868}), (, {'error': 0.02919656037307039}), (, {'error': 0.271988668437678}), (, {'error': 0.2053020716940286}), (, {'error': 0.1733104569482815}), (, {'error': 0.5073758121464113}), (, {'error': 0.7571608082239409}), (, {'error': 0.3189097729558521}), (, {'error': 0.19750328075629509}), (, {'error': 0.17403446282363766}), (, {'error': 0.16243626241492315}), (, {'error': 0.1946038100803021}), (, {'error': 0.1830178930079822}), (, {'error': 0.03934706345621075}), (, {'error': 1.0063711433537463}), (, {'error': 0.2911345207559777}), (, {'error': 0.4346243701834631}), (, {'error': 0.03184987424706698}), (, {'error': 1.0864418929909316}), (, {'error': 0.16707125710927895}), (, {'error': 0.1335956739848878}), (, {'error': 0.0973293687692236}), (, {'error': 0.018609970904621576}), (, {'error': 0.29088670464524036})]) -Toy 6/25 -Time taken: 41 min, 43 s -Projected time left: 2 h, 12 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1267 (1267 total) | -| EDM = 0.000855 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297275.7030909818 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.78 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.652 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 4.20 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.11 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.68 | 0.20 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -1.20 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.18 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -1.94 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.11 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.78 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | -5.66 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 5.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.43 | 0.23 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.925 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 21.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.18 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.50 | 0.09 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 22| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 23| rho_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.026 0.048 -0.011 -0.073 0.031 -0.121 0.080 -0.045 -0.090 0.064 -0.152 0.003 -0.203 -0.036 0.106 0.004 -0.064 -0.011 -0.079 0.180 0.245 -0.040 -0.025 | -| jpsi_p | 0.026 1.000 -0.084 -0.010 0.245 0.047 0.215 -0.029 -0.012 -0.010 -0.050 -0.030 0.001 -0.081 -0.002 -0.055 0.036 -0.019 0.033 -0.016 0.034 -0.171 0.110 -0.056 | -| p4040_p | 0.048 -0.084 1.000 0.000 -0.283 0.018 -0.060 -0.001 0.008 0.158 0.281 -0.182 -0.004 0.038 0.000 -0.068 0.013 -0.202 -0.007 0.265 0.160 0.017 -0.017 0.003 | -| omega_p | -0.011 -0.010 0.000 1.000 0.006 0.000 -0.004 -0.144 -0.002 0.003 0.001 0.000 -0.026 -0.053 0.467 0.001 0.000 -0.003 0.011 0.001 -0.001 -0.027 0.059 -0.003 | -| Ctt | -0.073 0.245 -0.283 0.006 1.000 -0.004 -0.295 0.013 0.214 -0.034 -0.326 0.320 -0.006 0.097 -0.006 -0.137 0.003 0.225 -0.049 0.279 -0.234 -0.669 0.008 0.078 | -| DDstar_s | 0.031 0.047 0.018 0.000 -0.004 1.000 0.001 0.000 -0.001 0.018 0.034 0.001 0.001 -0.008 -0.000 0.023 -0.001 0.021 0.001 0.003 0.024 0.003 0.002 -0.000 | -| Dbar_p | -0.121 0.215 -0.060 -0.004 -0.295 0.001 1.000 0.049 0.013 -0.082 -0.005 -0.109 0.000 -0.095 -0.021 -0.033 0.017 -0.017 -0.021 -0.056 0.298 0.060 -0.031 0.007 | -| rho_s | 0.080 -0.029 -0.001 -0.144 0.013 0.000 0.049 1.000 0.030 0.007 -0.008 0.036 0.015 0.390 -0.442 0.011 -0.001 0.017 -0.116 0.035 -0.012 0.023 -0.450 0.034 | -| p4415_s | -0.045 -0.012 0.008 -0.002 0.214 -0.001 0.013 0.030 1.000 -0.112 0.001 0.166 -0.003 -0.046 -0.013 0.018 -0.001 0.017 -0.021 0.279 -0.070 0.035 -0.028 0.013 | -| p4415_p | -0.090 -0.010 0.158 0.003 -0.034 0.018 -0.082 0.007 -0.112 1.000 0.272 -0.194 -0.009 0.120 -0.002 -0.017 0.009 -0.085 -0.031 -0.226 0.052 -0.228 -0.037 0.038 | -| p4160_p | 0.064 -0.050 0.281 0.001 -0.326 0.034 -0.005 -0.008 0.001 0.272 1.000 -0.505 -0.004 0.038 0.003 -0.028 0.020 -0.149 -0.004 -0.175 0.174 -0.014 -0.003 0.004 | -| p4040_s | -0.152 -0.030 -0.182 0.000 0.320 0.001 -0.109 0.036 0.166 -0.194 -0.505 1.000 -0.009 0.057 -0.014 0.092 -0.001 -0.041 -0.041 0.192 -0.140 -0.115 -0.064 0.036 | -| phi_p | 0.003 0.001 -0.004 -0.026 -0.006 0.001 0.000 0.015 -0.003 -0.009 -0.004 -0.009 1.000 0.013 -0.087 -0.008 0.001 -0.004 0.641 -0.009 0.002 0.037 -0.009 -0.203 | -| bplus_1 | -0.203 -0.081 0.038 -0.053 0.097 -0.008 -0.095 0.390 -0.046 0.120 0.038 0.057 0.013 1.000 -0.196 -0.041 -0.003 0.023 -0.135 0.016 -0.123 -0.101 -0.936 -0.131 | -| omega_s | -0.036 -0.002 0.000 0.467 -0.006 -0.000 -0.021 -0.442 -0.013 -0.002 0.003 -0.014 -0.087 -0.196 1.000 -0.004 0.000 -0.009 0.014 -0.013 0.003 -0.027 0.220 0.295 | -| p3770_s | 0.106 -0.055 -0.068 0.001 -0.137 0.023 -0.033 0.011 0.018 -0.017 -0.028 0.092 -0.008 -0.041 -0.004 1.000 0.021 -0.454 -0.023 0.029 -0.207 0.054 -0.009 0.021 | -| Dbar_s | 0.004 0.036 0.013 0.000 0.003 -0.001 0.017 -0.001 -0.001 0.009 0.020 -0.001 0.001 -0.003 0.000 0.021 1.000 0.021 0.000 0.000 0.026 -0.000 0.002 0.001 | -| psi2s_p | -0.064 -0.019 -0.202 -0.003 0.225 0.021 -0.017 0.017 0.017 -0.085 -0.149 -0.041 -0.004 0.023 -0.009 -0.454 0.021 1.000 -0.011 -0.043 0.015 -0.035 -0.024 0.000 | -| phi_s | -0.011 0.033 -0.007 0.011 -0.049 0.001 -0.021 -0.116 -0.021 -0.031 -0.004 -0.041 0.641 -0.135 0.014 -0.023 0.000 -0.011 1.000 -0.044 0.012 0.111 0.153 -0.112 | -| p4160_s | -0.079 -0.016 0.265 0.001 0.279 0.003 -0.056 0.035 0.279 -0.226 -0.175 0.192 -0.009 0.016 -0.013 0.029 0.000 -0.043 -0.044 1.000 -0.074 -0.130 -0.044 0.045 | -| p3770_p | 0.180 0.034 0.160 -0.001 -0.234 0.024 0.298 -0.012 -0.070 0.052 0.174 -0.140 0.002 -0.123 0.003 -0.207 0.026 0.015 0.012 -0.074 1.000 0.076 0.059 -0.009 | -| bplus_2 | 0.245 -0.171 0.017 -0.027 -0.669 0.003 0.060 0.023 0.035 -0.228 -0.014 -0.115 0.037 -0.101 -0.027 0.054 -0.000 -0.035 0.111 -0.130 0.076 1.000 -0.099 -0.221 | -| bplus_0 | -0.040 0.110 -0.017 0.059 0.008 0.002 -0.031 -0.450 -0.028 -0.037 -0.003 -0.064 -0.009 -0.936 0.220 -0.009 0.002 -0.024 0.153 -0.044 0.059 -0.099 1.000 0.137 | -| rho_p | -0.025 -0.056 0.003 -0.003 0.078 -0.000 0.007 0.034 0.013 0.038 0.004 0.036 -0.203 -0.131 0.295 0.021 0.001 0.000 -0.112 0.045 -0.009 -0.221 0.137 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2956930452026203}), (, {'error': 0.02424152439962013}), (, {'error': 0.24021055087407372}), (, {'error': 0.2635259148352178}), (, {'error': 0.19781070649821342}), (, {'error': 0.02069621692625917}), (, {'error': 0.2871132131635399}), (, {'error': 0.3711149312161194}), (, {'error': 0.19362150063778916}), (, {'error': 0.18415073851151398}), (, {'error': 0.09979519387552571}), (, {'error': 0.17254976722862525}), (, {'error': 0.19483276068550737}), (, {'error': 0.05979563620596107}), (, {'error': 1.1341644383845972}), (, {'error': 0.22960716118432956}), (, {'error': 0.015290840151078733}), (, {'error': 0.031041372503668008}), (, {'error': 1.1180004478055725}), (, {'error': 0.17523239523339185}), (, {'error': 0.09328680569316727}), (, {'error': 0.07930774935995344}), (, {'error': 0.0317456799718796}), (, {'error': 0.4159783717145791})]) -Toy 7/25 -Time taken: 48 min, 46 s -Projected time left: 2 h, 5 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1439 (1439 total) | -| EDM = 8.1E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297193.81352099316 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.6 | 1.2 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.60 | 0.06 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -3.12 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.29 | 0.17 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.24 | 0.39 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.00 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 3.80 | 0.18 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.74 | 0.03 | | | -2 | 2 | | -| 14| omega_s | 6.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.56 | 0.27 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 18.5 | 1.5 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.01 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.33 | 0.06 | | | -2 | 2 | | -| 22| bplus_0 | 0.422 | 0.014 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.892 0.791 -0.004 -0.384 0.814 0.454 -0.271 -0.230 0.740 0.835 0.121 0.025 -0.618 0.096 0.548 -0.345 0.719 0.029 0.327 0.270 0.113 -0.533 0.023 | -| jpsi_p | 0.892 1.000 0.769 -0.004 -0.452 0.870 0.283 -0.300 -0.225 0.734 0.791 0.154 0.005 -0.689 0.101 0.541 -0.372 0.721 0.005 0.334 0.187 0.109 -0.579 0.031 | -| p4040_p | 0.791 0.769 1.000 -0.004 -0.352 0.773 0.279 -0.264 -0.144 0.679 0.677 0.054 0.013 -0.622 0.087 0.440 -0.295 0.562 0.011 0.488 0.217 0.177 -0.517 0.033 | -| omega_p | -0.004 -0.004 -0.004 1.000 0.001 -0.005 -0.002 0.014 0.001 -0.004 -0.004 -0.001 -0.002 0.003 -0.084 -0.002 0.002 -0.003 -0.004 -0.002 -0.000 -0.003 0.004 -0.000 | -| Ctt | -0.384 -0.452 -0.352 0.001 1.000 -0.336 -0.152 0.139 0.239 -0.258 -0.447 0.227 0.002 0.237 -0.069 -0.269 0.252 -0.138 -0.018 0.086 -0.162 0.491 0.220 0.011 | -| DDstar_s | 0.814 0.870 0.773 -0.005 -0.336 1.000 0.385 -0.368 -0.213 0.785 0.742 0.235 0.014 -0.859 0.129 0.477 -0.427 0.721 0.021 0.420 0.022 0.249 -0.729 0.037 | -| Dbar_p | 0.454 0.283 0.279 -0.002 -0.152 0.385 1.000 -0.134 -0.084 0.311 0.272 0.133 0.005 -0.318 0.048 0.124 -0.139 0.225 0.009 0.191 -0.134 0.124 -0.271 0.012 | -| rho_s | -0.271 -0.300 -0.264 0.014 0.139 -0.368 -0.134 1.000 0.094 -0.270 -0.259 -0.069 -0.035 0.283 -0.412 -0.153 0.132 -0.246 -0.053 -0.127 0.009 -0.071 0.375 0.040 | -| p4415_s | -0.230 -0.225 -0.144 0.001 0.239 -0.213 -0.084 0.094 1.000 -0.260 -0.236 0.110 -0.002 0.247 -0.029 -0.099 0.064 -0.140 -0.000 0.199 -0.104 -0.193 0.205 -0.016 | -| p4415_p | 0.740 0.734 0.679 -0.004 -0.258 0.785 0.311 -0.270 -0.260 1.000 0.730 0.071 0.012 -0.647 0.087 0.425 -0.309 0.585 0.009 0.278 0.131 0.248 -0.538 0.037 | -| p4160_p | 0.835 0.791 0.677 -0.004 -0.447 0.742 0.272 -0.259 -0.236 0.730 1.000 -0.112 0.016 -0.605 0.088 0.450 -0.301 0.592 0.017 0.217 0.274 0.159 -0.509 0.027 | -| p4040_s | 0.121 0.154 0.054 -0.001 0.227 0.235 0.133 -0.069 0.110 0.071 -0.112 1.000 0.002 -0.171 0.020 0.190 -0.105 0.197 -0.001 0.056 -0.131 0.090 -0.137 0.014 | -| phi_p | 0.025 0.005 0.013 -0.002 0.002 0.014 0.005 -0.035 -0.002 0.012 0.016 0.002 1.000 -0.015 -0.057 0.008 -0.008 0.013 0.860 0.004 0.009 -0.013 -0.009 -0.070 | -| bplus_1 | -0.618 -0.689 -0.622 0.003 0.237 -0.859 -0.318 0.283 0.247 -0.647 -0.605 -0.171 -0.015 1.000 -0.101 -0.357 0.311 -0.574 -0.020 -0.319 0.028 -0.322 0.381 -0.020 | -| omega_s | 0.096 0.101 0.087 -0.084 -0.069 0.129 0.048 -0.412 -0.029 0.087 0.088 0.020 -0.057 -0.101 1.000 0.046 -0.044 0.085 -0.031 0.033 -0.003 -0.032 -0.132 0.147 | -| p3770_s | 0.548 0.541 0.440 -0.002 -0.269 0.477 0.124 -0.153 -0.099 0.425 0.450 0.190 0.008 -0.357 0.046 1.000 -0.161 0.243 0.002 0.225 -0.031 0.066 -0.285 0.023 | -| Dbar_s | -0.345 -0.372 -0.295 0.002 0.252 -0.427 -0.139 0.132 0.064 -0.309 -0.301 -0.105 -0.008 0.311 -0.044 -0.161 1.000 -0.283 -0.007 -0.159 -0.082 -0.109 0.261 -0.016 | -| psi2s_p | 0.719 0.721 0.562 -0.003 -0.138 0.721 0.225 -0.246 -0.140 0.585 0.592 0.197 0.013 -0.574 0.085 0.243 -0.283 1.000 0.015 0.279 0.119 0.154 -0.487 0.025 | -| phi_s | 0.029 0.005 0.011 -0.004 -0.018 0.021 0.009 -0.053 -0.000 0.009 0.017 -0.001 0.860 -0.020 -0.031 0.002 -0.007 0.015 1.000 -0.006 0.007 -0.066 -0.022 -0.050 | -| p4160_s | 0.327 0.334 0.488 -0.002 0.086 0.420 0.191 -0.127 0.199 0.278 0.217 0.056 0.004 -0.319 0.033 0.225 -0.159 0.279 -0.006 1.000 -0.017 0.181 -0.248 0.029 | -| p3770_p | 0.270 0.187 0.217 -0.000 -0.162 0.022 -0.134 0.009 -0.104 0.131 0.274 -0.131 0.009 0.028 -0.003 -0.031 -0.082 0.119 0.007 -0.017 1.000 -0.045 0.033 -0.006 | -| bplus_2 | 0.113 0.109 0.177 -0.003 0.491 0.249 0.124 -0.071 -0.193 0.248 0.159 0.090 -0.013 -0.322 -0.032 0.066 -0.109 0.154 -0.066 0.181 -0.045 1.000 -0.276 0.096 | -| bplus_0 | -0.533 -0.579 -0.517 0.004 0.220 -0.729 -0.271 0.375 0.205 -0.538 -0.509 -0.137 -0.009 0.381 -0.132 -0.285 0.261 -0.487 -0.022 -0.248 0.033 -0.276 1.000 -0.039 | -| rho_p | 0.023 0.031 0.033 -0.000 0.011 0.037 0.012 0.040 -0.016 0.037 0.027 0.014 -0.070 -0.020 0.147 0.023 -0.016 0.025 -0.050 0.029 -0.006 0.096 -0.039 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.2470008251613103}), (, {'error': 0.06448381061068087}), (, {'error': 0.2663092940381029}), (, {'error': 0.0786248966267733}), (, {'error': 0.16573716996031207}), (, {'error': 0.3930776944265777}), (, {'error': 1.0580996178583835}), (, {'error': 0.34584353489137776}), (, {'error': 0.19567748210819041}), (, {'error': 0.330093572751194}), (, {'error': 0.1831336947161395}), (, {'error': 0.17130837563255447}), (, {'error': 0.37523868379034875}), (, {'error': 0.032636007498315744}), (, {'error': 0.8285822160665606}), (, {'error': 0.272464794631478}), (, {'error': 0.11009105395318355}), (, {'error': 0.04650919315733493}), (, {'error': 1.5319449603338473}), (, {'error': 0.1821446692424864}), (, {'error': 0.11672388479770568}), (, {'error': 0.06147879522117161}), (, {'error': 0.013729736496041811}), (, {'error': 0.22489992296828465})]) -Toy 8/25 -Time taken: 56 min, 30 s -Projected time left: 1 h, 59 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1261 (1261 total) | -| EDM = 0.000278 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297237.3651326857 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.628 | 0.025 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 4.19 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.85 | 0.21 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.59 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.94 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | 6.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 5.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.36 | 0.22 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.873 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 17.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.81 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 23| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.176 -0.027 0.006 -0.014 0.068 -0.204 0.126 0.022 -0.260 -0.069 -0.201 0.001 -0.182 -0.063 0.030 0.013 -0.187 -0.021 -0.122 0.134 0.299 -0.131 -0.018 | -| jpsi_p | -0.176 1.000 -0.093 0.001 0.251 0.059 0.244 -0.026 -0.001 0.024 -0.049 0.016 -0.031 -0.027 -0.005 -0.077 0.055 0.017 0.007 0.010 0.020 -0.232 0.113 -0.077 | -| p4040_p | -0.027 -0.093 1.000 -0.000 -0.303 0.035 -0.043 -0.013 -0.058 0.182 0.272 -0.181 -0.002 0.039 0.005 -0.050 0.026 -0.188 0.001 0.268 0.150 0.028 0.000 -0.003 | -| omega_p | 0.006 0.001 -0.000 1.000 -0.002 0.000 0.002 0.059 0.001 -0.002 -0.001 -0.000 -0.001 0.017 -0.183 0.000 0.000 0.000 -0.008 -0.000 0.001 0.009 -0.020 0.020 | -| Ctt | -0.014 0.251 -0.303 -0.002 1.000 -0.009 -0.329 -0.027 0.186 0.024 -0.349 0.329 0.006 0.074 0.020 -0.162 -0.002 0.194 -0.039 0.278 -0.215 -0.665 0.041 0.115 | -| DDstar_s | 0.068 0.059 0.035 0.000 -0.009 1.000 -0.012 0.011 -0.001 0.020 0.051 -0.011 0.001 -0.021 -0.005 0.040 -0.002 0.020 -0.001 -0.004 0.045 0.027 -0.009 -0.002 | -| Dbar_p | -0.204 0.244 -0.043 0.002 -0.329 -0.012 1.000 0.047 0.060 -0.057 0.016 -0.108 0.007 -0.063 -0.021 -0.042 0.028 -0.002 -0.017 -0.072 0.333 0.056 -0.056 0.023 | -| rho_s | 0.126 -0.026 -0.013 0.059 -0.027 0.011 0.047 1.000 0.032 -0.030 -0.026 0.000 0.032 0.343 -0.519 0.001 0.002 -0.005 -0.037 0.003 0.008 0.141 -0.419 0.064 | -| p4415_s | 0.022 -0.001 -0.058 0.001 0.186 -0.001 0.060 0.032 1.000 -0.164 -0.125 0.210 0.002 -0.078 -0.016 0.011 -0.001 0.031 -0.009 0.330 -0.057 0.110 -0.033 0.004 | -| p4415_p | -0.260 0.024 0.182 -0.002 0.024 0.020 -0.057 -0.030 -0.164 1.000 0.302 -0.093 0.005 0.119 0.019 0.001 0.015 -0.040 -0.016 -0.068 0.005 -0.238 0.002 0.058 | -| p4160_p | -0.069 -0.049 0.272 -0.001 -0.349 0.051 0.016 -0.026 -0.125 0.302 1.000 -0.487 -0.003 0.049 0.012 -0.013 0.032 -0.117 0.005 -0.151 0.152 -0.012 0.024 -0.007 | -| p4040_s | -0.201 0.016 -0.181 -0.000 0.329 -0.011 -0.108 0.000 0.210 -0.093 -0.487 1.000 0.008 0.064 0.005 0.091 -0.005 -0.017 -0.022 0.161 -0.153 -0.155 -0.033 0.062 | -| phi_p | 0.001 -0.031 -0.002 -0.001 0.006 0.001 0.007 0.032 0.002 0.005 -0.003 0.008 1.000 0.018 -0.013 0.002 0.001 -0.002 0.603 0.009 -0.005 -0.023 -0.025 0.112 | -| bplus_1 | -0.182 -0.027 0.039 0.017 0.074 -0.021 -0.063 0.343 -0.078 0.119 0.049 0.064 0.018 1.000 -0.185 -0.020 -0.006 0.048 -0.089 0.035 -0.110 -0.005 -0.910 -0.064 | -| omega_s | -0.063 -0.005 0.005 -0.183 0.020 -0.005 -0.021 -0.519 -0.016 0.019 0.012 0.005 -0.013 -0.185 1.000 0.000 -0.001 0.001 0.055 0.004 -0.007 -0.097 0.218 0.246 | -| p3770_s | 0.030 -0.077 -0.050 0.000 -0.162 0.040 -0.042 0.001 0.011 0.001 -0.013 0.091 0.002 -0.020 0.000 1.000 0.036 -0.457 -0.012 0.016 -0.222 0.064 -0.013 0.022 | -| Dbar_s | 0.013 0.055 0.026 0.000 -0.002 -0.002 0.028 0.002 -0.001 0.015 0.032 -0.005 0.001 -0.006 -0.001 0.036 1.000 0.031 -0.000 -0.002 0.046 0.005 -0.001 0.001 | -| psi2s_p | -0.187 0.017 -0.188 0.000 0.194 0.020 -0.002 -0.005 0.031 -0.040 -0.117 -0.017 -0.002 0.048 0.001 -0.457 0.031 1.000 -0.003 -0.042 0.016 -0.059 -0.002 0.002 | -| phi_s | -0.021 0.007 0.001 -0.008 -0.039 -0.001 -0.017 -0.037 -0.009 -0.016 0.005 -0.022 0.603 -0.089 0.055 -0.012 -0.000 -0.003 1.000 -0.027 -0.001 0.051 0.100 0.110 | -| p4160_s | -0.122 0.010 0.268 -0.000 0.278 -0.004 -0.072 0.003 0.330 -0.068 -0.151 0.161 0.009 0.035 0.004 0.016 -0.002 -0.042 -0.027 1.000 -0.074 -0.173 -0.028 0.074 | -| p3770_p | 0.134 0.020 0.150 0.001 -0.215 0.045 0.333 0.008 -0.057 0.005 0.152 -0.153 -0.005 -0.110 -0.007 -0.222 0.046 0.016 -0.001 -0.074 1.000 0.066 0.029 -0.014 | -| bplus_2 | 0.299 -0.232 0.028 0.009 -0.665 0.027 0.056 0.141 0.110 -0.238 -0.012 -0.155 -0.023 -0.005 -0.097 0.064 0.005 -0.059 0.051 -0.173 0.066 1.000 -0.238 -0.283 | -| bplus_0 | -0.131 0.113 0.000 -0.020 0.041 -0.009 -0.056 -0.419 -0.033 0.002 0.024 -0.033 -0.025 -0.910 0.218 -0.013 -0.001 -0.002 0.100 -0.028 0.029 -0.238 1.000 0.060 | -| rho_p | -0.018 -0.077 -0.003 0.020 0.115 -0.002 0.023 0.064 0.004 0.058 -0.007 0.062 0.112 -0.064 0.246 0.022 0.001 0.002 0.110 0.074 -0.014 -0.283 0.060 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3845057306219348}), (, {'error': 0.024918088195246213}), (, {'error': 0.17886214041336146}), (, {'error': 0.1907918464088949}), (, {'error': 0.21240521356345693}), (, {'error': 0.03187651893271645}), (, {'error': 0.33331846396652187}), (, {'error': 0.35297812050956745}), (, {'error': 0.19445598922268392}), (, {'error': 0.13889097613079215}), (, {'error': 0.09957610307176612}), (, {'error': 0.17120801316577167}), (, {'error': 0.21220167559010594}), (, {'error': 0.062395146225741493}), (, {'error': 1.0555241645648934}), (, {'error': 0.22352195876929581}), (, {'error': 0.02257847398121421}), (, {'error': 0.03141773315805452}), (, {'error': 1.0745040950978293}), (, {'error': 0.1699508829922982}), (, {'error': 0.09764631166099669}), (, {'error': 0.09230233188726511}), (, {'error': 0.033610966681658305}), (, {'error': 0.3697378541972083})]) -Toy 9/25 -Time taken: 1 h, 3 min -Projected time left: 1 h, 52 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1262 (1262 total) | -| EDM = 0.000841 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297131.4158156493 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.61 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.69 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.04 | 0.11 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -0.4 | 2.0 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.92 | 0.29 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.10 | 0.16 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.24 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.27 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.90 | 0.23 | | |0.00501244| 2.01499 | | -| 12| phi_p | 5.87 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.895 | 0.014 | | | -2 | 2 | | -| 14| omega_s | 7.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.53 | 0.22 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.13 | 0.17 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 17.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.79 | 0.11 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.06 | 0.04 | | | -2 | 2 | | -| 22| bplus_0 | -0.433 | 0.007 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.909 -0.623 0.017 0.462 0.851 -0.953 0.121 -0.454 -0.799 -0.825 -0.842 -0.021 -0.770 -0.066 -0.529 -0.946 -0.774 -0.096 -0.712 0.375 -0.193 -0.769 -0.016 | -| jpsi_p | -0.909 1.000 0.592 -0.016 -0.463 -0.788 0.819 -0.106 0.392 0.736 0.783 0.762 0.019 0.682 0.054 0.535 0.830 0.742 0.077 0.635 -0.304 0.200 0.676 0.017 | -| p4040_p | -0.623 0.592 1.000 -0.012 -0.372 -0.523 0.546 -0.076 0.313 0.538 0.547 0.481 0.014 0.491 0.039 0.336 0.540 0.456 0.055 0.581 -0.125 0.101 0.488 0.013 | -| omega_p | 0.017 -0.016 -0.012 1.000 0.009 0.016 -0.016 0.020 -0.008 -0.015 -0.015 -0.015 -0.005 -0.009 -0.327 -0.011 -0.015 -0.013 -0.013 -0.014 0.007 0.017 -0.011 0.014 | -| Ctt | 0.462 -0.463 -0.372 0.009 1.000 0.414 -0.456 0.058 -0.077 -0.394 -0.468 -0.300 -0.011 -0.339 -0.033 -0.256 -0.505 -0.240 -0.048 -0.252 0.146 -0.390 -0.336 -0.009 | -| DDstar_s | 0.851 -0.788 -0.523 0.016 0.414 1.000 -0.794 0.112 -0.422 -0.683 -0.687 -0.738 -0.018 -0.713 -0.058 -0.447 -0.823 -0.670 -0.083 -0.625 0.341 -0.170 -0.711 -0.017 | -| Dbar_p | -0.953 0.819 0.546 -0.016 -0.456 -0.794 1.000 -0.118 0.453 0.747 0.735 0.811 0.018 0.755 0.063 0.436 0.915 0.693 0.091 0.691 -0.452 0.168 0.755 0.016 | -| rho_s | 0.121 -0.106 -0.076 0.020 0.058 0.112 -0.118 1.000 -0.046 -0.096 -0.102 -0.097 0.027 -0.106 -0.270 -0.063 -0.107 -0.091 0.015 -0.080 0.044 -0.066 -0.148 0.007 | -| p4415_s | -0.454 0.392 0.313 -0.008 -0.077 -0.422 0.453 -0.046 1.000 0.333 0.395 0.404 0.011 0.283 0.025 0.237 0.432 0.337 0.037 0.433 -0.203 0.128 0.281 0.007 | -| p4415_p | -0.799 0.736 0.538 -0.015 -0.394 -0.683 0.747 -0.096 0.333 1.000 0.723 0.632 0.018 0.632 0.050 0.439 0.734 0.612 0.071 0.512 -0.261 0.095 0.628 0.016 | -| p4160_p | -0.825 0.783 0.547 -0.015 -0.468 -0.687 0.735 -0.102 0.395 0.723 1.000 0.603 0.018 0.656 0.054 0.467 0.748 0.649 0.078 0.564 -0.222 0.140 0.655 0.015 | -| p4040_s | -0.842 0.762 0.481 -0.015 -0.300 -0.738 0.811 -0.097 0.404 0.632 0.603 1.000 0.019 0.622 0.051 0.482 0.787 0.636 0.074 0.556 -0.330 0.162 0.619 0.016 | -| phi_p | -0.021 0.019 0.014 -0.005 -0.011 -0.018 0.018 0.027 0.011 0.018 0.018 0.019 1.000 0.011 -0.033 0.014 0.019 0.017 0.411 0.017 -0.009 -0.016 0.003 0.014 | -| bplus_1 | -0.770 0.682 0.491 -0.009 -0.339 -0.713 0.755 -0.106 0.283 0.632 0.656 0.622 0.011 1.000 0.058 0.386 0.690 0.580 0.083 0.517 -0.308 0.032 0.444 0.003 | -| omega_s | -0.066 0.054 0.039 -0.327 -0.033 -0.058 0.063 -0.270 0.025 0.050 0.054 0.051 -0.033 0.058 1.000 0.030 0.059 0.049 0.011 0.040 -0.024 0.060 0.067 0.103 | -| p3770_s | -0.529 0.535 0.336 -0.011 -0.256 -0.447 0.436 -0.063 0.237 0.439 0.467 0.482 0.014 0.386 0.030 1.000 0.440 0.311 0.041 0.383 -0.272 0.106 0.386 0.013 | -| Dbar_s | -0.946 0.830 0.540 -0.015 -0.505 -0.823 0.915 -0.107 0.432 0.734 0.748 0.787 0.019 0.690 0.059 0.440 1.000 0.698 0.086 0.661 -0.357 0.127 0.689 0.013 | -| psi2s_p | -0.774 0.742 0.456 -0.013 -0.240 -0.670 0.693 -0.091 0.337 0.612 0.649 0.636 0.017 0.580 0.049 0.311 0.698 1.000 0.072 0.519 -0.240 0.175 0.579 0.013 | -| phi_s | -0.096 0.077 0.055 -0.013 -0.048 -0.083 0.091 0.015 0.037 0.071 0.078 0.074 0.411 0.083 0.011 0.041 0.086 0.072 1.000 0.058 -0.035 0.095 0.090 0.020 | -| p4160_s | -0.712 0.635 0.581 -0.014 -0.252 -0.625 0.691 -0.080 0.433 0.512 0.564 0.556 0.017 0.517 0.040 0.383 0.661 0.519 0.058 1.000 -0.268 0.100 0.514 0.015 | -| p3770_p | 0.375 -0.304 -0.125 0.007 0.146 0.341 -0.452 0.044 -0.203 -0.261 -0.222 -0.330 -0.009 -0.308 -0.024 -0.272 -0.357 -0.240 -0.035 -0.268 1.000 -0.091 -0.300 -0.009 | -| bplus_2 | -0.193 0.200 0.101 0.017 -0.390 -0.170 0.168 -0.066 0.128 0.095 0.140 0.162 -0.016 0.032 0.060 0.106 0.127 0.175 0.095 0.100 -0.091 1.000 0.047 -0.046 | -| bplus_0 | -0.769 0.676 0.488 -0.011 -0.336 -0.711 0.755 -0.148 0.281 0.628 0.655 0.619 0.003 0.444 0.067 0.386 0.689 0.579 0.090 0.514 -0.300 0.047 1.000 0.012 | -| rho_p | -0.016 0.017 0.013 0.014 -0.009 -0.017 0.016 0.007 0.007 0.016 0.015 0.016 0.014 0.003 0.103 0.013 0.013 0.013 0.020 0.015 -0.009 -0.046 0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 11.58401924287298}), (, {'error': 0.04756323671635476}), (, {'error': 0.19878262939762958}), (, {'error': 0.5357862606835644}), (, {'error': 0.10501100361435123}), (, {'error': 0.40834780610284377}), (, {'error': 1.9554564675911943}), (, {'error': 0.2882526891495477}), (, {'error': 0.16127227581697867}), (, {'error': 0.2508355839841858}), (, {'error': 0.1293952295605303}), (, {'error': 0.2270159346679292}), (, {'error': 0.14967226738661932}), (, {'error': 0.013866539856131066}), (, {'error': 0.8101404187100996}), (, {'error': 0.2184346528605665}), (, {'error': 0.16797560026661085}), (, {'error': 0.039245335736005416}), (, {'error': 0.7931915108201668}), (, {'error': 0.17465133619361417}), (, {'error': 0.10566515106085017}), (, {'error': 0.04035701436445405}), (, {'error': 0.006799750205278898}), (, {'error': 0.19060001872567378})]) -Toy 10/25 -Time taken: 1 h, 10 min -Projected time left: 1 h, 45 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1457 (1457 total) | -| EDM = 0.000149 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297121.84642810153 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.675 | 0.026 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.98 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.41 | 0.22 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -1.93 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.27 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.69 | 0.18 | | |0.00501244| 2.01499 | | -| 12| phi_p | 6.00 | 0.29 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 14| omega_s | 7.5 | 1.7 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.46 | 0.22 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.887 | 0.032 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 15.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.53 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.52 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.16 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | 0.445 | 0.018 | | | -2 | 2 | | -| 23| rho_p | -0.13 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.135 0.094 0.015 -0.109 0.043 -0.113 0.058 -0.073 -0.028 0.230 -0.168 0.001 0.416 -0.000 0.187 0.003 -0.021 0.009 -0.081 0.267 -0.295 0.001 -0.029 | -| jpsi_p | 0.135 1.000 -0.089 -0.015 0.198 0.069 0.251 -0.019 -0.025 -0.024 -0.021 -0.040 -0.033 0.078 -0.020 -0.033 0.056 -0.021 -0.009 -0.043 0.100 0.102 -0.062 -0.103 | -| p4040_p | 0.094 -0.089 1.000 -0.004 -0.293 0.029 -0.048 -0.002 0.013 0.159 0.262 -0.252 -0.001 -0.013 -0.004 -0.032 0.023 -0.216 -0.004 0.304 0.160 -0.052 0.015 0.001 | -| omega_p | 0.015 -0.015 -0.004 1.000 -0.012 0.001 0.007 0.349 0.000 -0.009 -0.002 -0.005 -0.015 -0.029 0.828 -0.002 0.001 -0.004 0.022 -0.006 0.005 -0.028 0.050 -0.002 | -| Ctt | -0.109 0.198 -0.293 -0.012 1.000 -0.006 -0.330 0.025 0.226 -0.079 -0.439 0.357 -0.005 -0.191 -0.015 -0.212 0.003 0.177 -0.037 0.260 -0.234 0.697 -0.008 0.107 | -| DDstar_s | 0.043 0.069 0.029 0.001 -0.006 1.000 0.003 0.001 -0.001 0.035 0.059 0.003 0.001 0.004 0.001 0.034 -0.002 0.032 0.001 0.008 0.030 0.001 0.000 -0.000 | -| Dbar_p | -0.113 0.251 -0.048 0.007 -0.330 0.003 1.000 0.042 -0.006 -0.075 0.071 -0.111 0.002 0.199 -0.004 0.017 0.026 -0.003 -0.004 -0.086 0.379 -0.092 0.022 0.012 | -| rho_s | 0.058 -0.019 -0.002 0.349 0.025 0.001 0.042 1.000 0.023 0.003 -0.001 0.019 0.055 -0.121 0.069 0.024 0.001 0.004 0.067 0.031 0.025 0.061 0.215 0.308 | -| p4415_s | -0.073 -0.025 0.013 0.000 0.226 -0.001 -0.006 0.023 1.000 -0.131 -0.063 0.154 0.001 0.075 -0.005 -0.005 -0.000 0.005 -0.008 0.297 -0.076 -0.000 0.019 0.026 | -| p4415_p | -0.028 -0.024 0.159 -0.009 -0.079 0.035 -0.075 0.003 -0.131 1.000 0.309 -0.249 -0.001 -0.129 -0.009 -0.008 0.018 -0.106 -0.016 -0.212 0.065 0.194 0.017 0.045 | -| p4160_p | 0.230 -0.021 0.262 -0.002 -0.439 0.059 0.071 -0.001 -0.063 0.309 1.000 -0.567 -0.003 0.026 -0.004 0.038 0.037 -0.144 0.000 -0.171 0.255 -0.107 0.016 -0.019 | -| p4040_s | -0.168 -0.040 -0.252 -0.005 0.357 0.003 -0.111 0.019 0.154 -0.249 -0.567 1.000 0.001 -0.023 -0.009 0.069 -0.001 -0.020 -0.016 0.056 -0.190 0.133 0.019 0.052 | -| phi_p | 0.001 -0.033 -0.001 -0.015 -0.005 0.001 0.002 0.055 0.001 -0.001 -0.003 0.001 1.000 0.007 -0.034 -0.001 0.001 -0.004 0.741 0.001 -0.004 0.007 0.003 0.145 | -| bplus_1 | 0.416 0.078 -0.013 -0.029 -0.191 0.004 0.199 -0.121 0.075 -0.129 0.026 -0.023 0.007 1.000 0.010 0.093 -0.000 0.028 0.025 -0.016 0.154 -0.359 -0.808 0.046 | -| omega_s | -0.000 -0.020 -0.004 0.828 -0.015 0.001 -0.004 0.069 -0.005 -0.009 -0.004 -0.009 -0.034 0.010 1.000 -0.009 0.000 -0.006 0.023 -0.012 -0.003 -0.035 -0.013 0.079 | -| p3770_s | 0.187 -0.033 -0.032 -0.002 -0.212 0.034 0.017 0.024 -0.005 -0.008 0.038 0.069 -0.001 0.093 -0.009 1.000 0.035 -0.448 -0.010 -0.001 -0.166 -0.124 0.049 0.012 | -| Dbar_s | 0.003 0.056 0.023 0.001 0.003 -0.002 0.026 0.001 -0.000 0.018 0.037 -0.001 0.001 -0.000 0.000 0.035 1.000 0.033 0.000 0.003 0.037 0.003 0.001 0.001 | -| psi2s_p | -0.021 -0.021 -0.216 -0.004 0.177 0.032 -0.003 0.004 0.005 -0.106 -0.144 -0.020 -0.004 0.028 -0.006 -0.448 0.033 1.000 -0.005 -0.081 0.072 0.001 -0.005 -0.002 | -| phi_s | 0.009 -0.009 -0.004 0.022 -0.037 0.001 -0.004 0.067 -0.008 -0.016 0.000 -0.016 0.741 0.025 0.023 -0.010 0.000 -0.005 1.000 -0.022 -0.001 -0.070 -0.019 0.163 | -| p4160_s | -0.081 -0.043 0.304 -0.006 0.260 0.008 -0.086 0.031 0.297 -0.212 -0.171 0.056 0.001 -0.016 -0.012 -0.001 0.003 -0.081 -0.022 1.000 -0.071 0.164 0.039 0.068 | -| p3770_p | 0.267 0.100 0.160 0.005 -0.234 0.030 0.379 0.025 -0.076 0.065 0.255 -0.190 -0.004 0.154 -0.003 -0.166 0.037 0.072 -0.001 -0.071 1.000 -0.111 0.028 -0.024 | -| bplus_2 | -0.295 0.102 -0.052 -0.028 0.697 0.001 -0.092 0.061 -0.000 0.194 -0.107 0.133 0.007 -0.359 -0.035 -0.124 0.003 0.001 -0.070 0.164 -0.111 1.000 0.027 0.255 | -| bplus_0 | 0.001 -0.062 0.015 0.050 -0.008 0.000 0.022 0.215 0.019 0.017 0.016 0.019 0.003 -0.808 -0.013 0.049 0.001 -0.005 -0.019 0.039 0.028 0.027 1.000 -0.054 | -| rho_p | -0.029 -0.103 0.001 -0.002 0.107 -0.000 0.012 0.308 0.026 0.045 -0.019 0.052 0.145 0.046 0.079 0.012 0.001 -0.002 0.163 0.068 -0.024 0.255 -0.054 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3456146541274312}), (, {'error': 0.02649759252369588}), (, {'error': 0.26839400805464564}), (, {'error': 0.41896999893082176}), (, {'error': 0.22273898877002363}), (, {'error': 0.024849629426370173}), (, {'error': 0.3281682552153158}), (, {'error': 0.3457184065440515}), (, {'error': 0.18600459882322673}), (, {'error': 0.18129413955215767}), (, {'error': 0.09455247780527021}), (, {'error': 0.17627742189430673}), (, {'error': 0.285730610270698}), (, {'error': 0.040197091011416}), (, {'error': 1.7143218480292082}), (, {'error': 0.22054985957864082}), (, {'error': 0.019586588851236125}), (, {'error': 0.03157529712652796}), (, {'error': 1.1493117646913475}), (, {'error': 0.16411134933780147}), (, {'error': 0.10008089058360592}), (, {'error': 0.08616878324761923}), (, {'error': 0.01824980294604317}), (, {'error': 0.2715484895161828})]) -Toy 11/25 -Time taken: 1 h, 18 min -Projected time left: 1 h, 39 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1289 (1289 total) | -| EDM = 8.8E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297533.32523586776 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.30 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.655 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 4.27 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.62 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.75 | 0.18 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 1.84 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.11 | 0.18 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.03 | 0.18 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.24 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.80 | 0.16 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.78 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.72 | 0.05 | | | -2 | 2 | | -| 14| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.01 | 0.22 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.899 | 0.029 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 20.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.26 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.44 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 22| bplus_0 | -0.375 | 0.030 | | | -2 | 2 | | -| 23| rho_p | 5.4 | 0.8 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.188 0.009 0.087 -0.146 0.034 -0.146 0.287 0.005 -0.171 -0.053 -0.146 0.038 0.249 0.027 0.018 0.008 -0.117 -0.042 -0.094 0.069 0.346 -0.417 -0.037 | -| jpsi_p | -0.188 1.000 -0.052 -0.060 0.316 0.043 0.156 -0.119 -0.054 0.040 -0.010 -0.028 -0.005 -0.240 0.005 -0.071 0.041 -0.023 0.056 -0.012 0.012 -0.280 0.291 -0.053 | -| p4040_p | 0.009 -0.052 1.000 -0.013 -0.229 0.021 -0.062 -0.037 -0.031 0.159 0.257 -0.144 -0.008 -0.015 -0.001 -0.072 0.016 -0.158 0.001 0.274 0.146 -0.032 0.046 0.007 | -| omega_p | 0.087 -0.060 -0.013 1.000 -0.079 0.006 0.042 0.366 0.039 -0.033 -0.027 0.006 0.013 0.170 -0.715 0.007 0.002 -0.001 -0.003 0.004 -0.003 0.125 -0.183 0.053 | -| Ctt | -0.146 0.316 -0.229 -0.079 1.000 -0.012 -0.300 -0.295 0.090 0.064 -0.224 0.203 -0.047 -0.419 -0.024 -0.148 -0.001 0.152 0.008 0.203 -0.126 -0.698 0.481 0.097 | -| DDstar_s | 0.034 0.043 0.021 0.006 -0.012 1.000 -0.005 0.017 -0.002 0.013 0.038 0.000 0.003 0.013 0.001 0.029 -0.002 0.022 -0.002 -0.000 0.025 0.020 -0.024 -0.002 | -| Dbar_p | -0.146 0.156 -0.062 0.042 -0.300 -0.005 1.000 0.119 0.051 -0.085 -0.026 -0.096 0.014 0.087 0.011 -0.055 0.020 -0.013 -0.034 -0.051 0.230 0.088 -0.179 0.009 | -| rho_s | 0.287 -0.119 -0.037 0.366 -0.295 0.017 0.119 1.000 0.125 -0.124 -0.084 -0.001 0.184 0.563 0.076 0.017 0.003 0.006 -0.021 -0.012 -0.002 0.492 -0.599 -0.092 | -| p4415_s | 0.005 -0.054 -0.031 0.039 0.090 -0.002 0.051 0.125 1.000 -0.133 -0.058 0.181 0.017 0.125 0.011 0.019 -0.001 0.028 -0.022 0.288 -0.071 0.189 -0.196 -0.015 | -| p4415_p | -0.171 0.040 0.159 -0.033 0.064 0.013 -0.085 -0.124 -0.133 1.000 0.268 -0.120 -0.027 -0.113 -0.009 0.001 0.008 -0.062 -0.010 -0.127 0.044 -0.238 0.167 0.055 | -| p4160_p | -0.053 -0.010 0.257 -0.027 -0.224 0.038 -0.026 -0.084 -0.058 0.268 1.000 -0.434 -0.015 -0.067 -0.005 -0.025 0.025 -0.109 0.006 -0.128 0.139 -0.107 0.119 0.014 | -| p4040_s | -0.146 -0.028 -0.144 0.006 0.203 0.000 -0.096 -0.001 0.181 -0.120 -0.434 1.000 -0.010 0.021 0.001 0.099 -0.000 -0.067 -0.029 0.148 -0.082 -0.038 -0.028 0.037 | -| phi_p | 0.038 -0.005 -0.008 0.013 -0.047 0.003 0.014 0.184 0.017 -0.027 -0.015 -0.010 1.000 0.084 0.075 -0.005 0.001 -0.001 0.488 -0.012 0.003 0.103 -0.082 -0.211 | -| bplus_1 | 0.249 -0.240 -0.015 0.170 -0.419 0.013 0.087 0.563 0.125 -0.113 -0.067 0.021 0.084 1.000 0.048 0.037 0.003 0.018 -0.072 -0.015 -0.046 0.600 -0.956 -0.109 | -| omega_s | 0.027 0.005 -0.001 -0.715 -0.024 0.001 0.011 0.076 0.011 -0.009 -0.005 0.001 0.075 0.048 1.000 0.005 0.000 0.004 -0.004 0.001 0.002 0.039 -0.052 -0.049 | -| p3770_s | 0.018 -0.071 -0.072 0.007 -0.148 0.029 -0.055 0.017 0.019 0.001 -0.025 0.099 -0.005 0.037 0.005 1.000 0.029 -0.428 -0.024 0.030 -0.212 0.049 -0.053 0.017 | -| Dbar_s | 0.008 0.041 0.016 0.002 -0.001 -0.002 0.020 0.003 -0.001 0.008 0.025 -0.000 0.001 0.003 0.000 0.029 1.000 0.026 -0.001 -0.001 0.031 0.004 -0.005 0.000 | -| psi2s_p | -0.117 -0.023 -0.158 -0.001 0.152 0.022 -0.013 0.006 0.028 -0.062 -0.109 -0.067 -0.001 0.018 0.004 -0.428 0.026 1.000 -0.004 -0.053 0.029 0.006 -0.010 -0.001 | -| phi_s | -0.042 0.056 0.001 -0.003 0.008 -0.002 -0.034 -0.021 -0.022 -0.010 0.006 -0.029 0.488 -0.072 -0.004 -0.024 -0.001 -0.004 1.000 -0.032 0.005 0.034 0.087 -0.117 | -| p4160_s | -0.094 -0.012 0.274 0.004 0.203 -0.000 -0.051 -0.012 0.288 -0.127 -0.128 0.148 -0.012 -0.015 0.001 0.030 -0.001 -0.053 -0.032 1.000 -0.041 -0.078 -0.008 0.046 | -| p3770_p | 0.069 0.012 0.146 -0.003 -0.126 0.025 0.230 -0.002 -0.071 0.044 0.139 -0.082 0.003 -0.046 0.002 -0.212 0.031 0.029 0.005 -0.041 1.000 -0.017 0.023 -0.010 | -| bplus_2 | 0.346 -0.280 -0.032 0.125 -0.698 0.020 0.088 0.492 0.189 -0.238 -0.107 -0.038 0.103 0.600 0.039 0.049 0.004 0.006 0.034 -0.078 -0.017 1.000 -0.714 -0.230 | -| bplus_0 | -0.417 0.291 0.046 -0.183 0.481 -0.024 -0.179 -0.599 -0.196 0.167 0.119 -0.028 -0.082 -0.956 -0.052 -0.053 -0.005 -0.010 0.087 -0.008 0.023 -0.714 1.000 0.093 | -| rho_p | -0.037 -0.053 0.007 0.053 0.097 -0.002 0.009 -0.092 -0.015 0.055 0.014 0.037 -0.211 -0.109 -0.049 0.017 0.000 -0.001 -0.117 0.046 -0.010 -0.230 0.093 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26397443944423893}), (, {'error': 0.02353212102200608}), (, {'error': 0.21749145278607074}), (, {'error': 0.2788787610724759}), (, {'error': 0.18353924714239744}), (, {'error': 0.022785623777914127}), (, {'error': 0.25862828998647025}), (, {'error': 0.3834475072272967}), (, {'error': 0.1842744165769592}), (, {'error': 0.1811973957908526}), (, {'error': 0.08958086312488511}), (, {'error': 0.15805548856022206}), (, {'error': 0.14996598586783172}), (, {'error': 0.04621544113951348}), (, {'error': 4.677145043230842}), (, {'error': 0.21543291555058053}), (, {'error': 0.017523934863542395}), (, {'error': 0.029253450508120338}), (, {'error': 0.9810010670216318}), (, {'error': 0.1579297469898049}), (, {'error': 0.09817081217571944}), (, {'error': 0.08162788151618128}), (, {'error': 0.029919306597327777}), (, {'error': 0.7801340133688957})]) -Toy 12/25 -Time taken: 1 h, 25 min -Projected time left: 1 h, 32 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1290 (1290 total) | -| EDM = 0.00114 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297120.5667621544 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.622 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 4.17 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.58 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.74 | 0.21 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.12 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.29 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.76 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.47 | 0.31 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.69 | 0.23 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 20.4 | 1.5 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.47 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.428 | 0.031 | | | -2 | 2 | | -| 23| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.188 -0.003 0.042 -0.005 0.060 -0.263 0.094 -0.032 -0.211 -0.056 -0.204 -0.003 -0.220 0.005 0.040 0.005 -0.171 -0.014 -0.104 0.134 0.299 -0.074 -0.009 | -| jpsi_p | -0.188 1.000 -0.088 -0.034 0.287 0.057 0.114 -0.048 -0.006 0.036 -0.057 0.035 -0.006 -0.011 0.005 -0.062 0.054 0.010 0.019 0.016 -0.052 -0.246 0.125 -0.073 | -| p4040_p | -0.003 -0.088 1.000 -0.007 -0.261 0.027 -0.121 -0.013 -0.035 0.185 0.286 -0.179 -0.005 0.055 -0.000 -0.069 0.016 -0.181 -0.003 0.286 0.127 0.008 -0.007 -0.002 | -| omega_p | 0.042 -0.034 -0.007 1.000 0.010 0.004 0.022 0.526 0.013 -0.002 -0.016 0.013 0.074 0.170 -0.335 0.001 0.002 -0.004 0.033 0.015 -0.007 0.008 -0.202 -0.030 | -| Ctt | -0.005 0.287 -0.261 0.010 1.000 -0.008 -0.350 -0.014 0.194 0.015 -0.332 0.324 -0.014 0.085 -0.001 -0.083 -0.009 0.245 -0.041 0.265 -0.207 -0.649 0.029 0.098 | -| DDstar_s | 0.060 0.057 0.027 0.004 -0.008 1.000 -0.008 0.008 -0.005 0.012 0.051 -0.012 0.001 -0.024 0.000 0.033 -0.002 0.017 -0.000 -0.002 0.051 0.024 -0.003 -0.000 | -| Dbar_p | -0.263 0.114 -0.121 0.022 -0.350 -0.008 1.000 0.038 0.047 -0.104 -0.065 -0.093 -0.006 -0.067 0.002 -0.135 0.031 -0.103 -0.020 -0.061 0.231 0.042 -0.039 0.024 | -| rho_s | 0.094 -0.048 -0.013 0.526 -0.014 0.008 0.038 1.000 0.023 -0.019 -0.028 0.010 0.021 0.317 0.019 -0.003 0.002 -0.007 -0.043 0.011 -0.008 0.077 -0.387 0.157 | -| p4415_s | -0.032 -0.006 -0.035 0.013 0.194 -0.005 0.047 0.023 1.000 -0.167 -0.102 0.202 -0.002 -0.069 0.001 0.017 0.000 0.033 -0.010 0.329 -0.074 0.087 -0.021 0.010 | -| p4415_p | -0.211 0.036 0.185 -0.002 0.015 0.012 -0.104 -0.019 -0.167 1.000 0.319 -0.132 -0.013 0.144 -0.001 -0.001 0.007 -0.034 -0.025 -0.126 0.018 -0.255 -0.017 0.047 | -| p4160_p | -0.056 -0.057 0.286 -0.016 -0.332 0.051 -0.065 -0.028 -0.102 0.319 1.000 -0.481 -0.004 0.069 -0.000 -0.033 0.029 -0.120 0.003 -0.136 0.140 -0.027 0.017 -0.009 | -| p4040_s | -0.204 0.035 -0.179 0.013 0.324 -0.012 -0.093 0.010 0.202 -0.132 -0.481 1.000 -0.013 0.069 0.000 0.108 -0.007 0.011 -0.030 0.137 -0.143 -0.137 -0.044 0.050 | -| phi_p | -0.003 -0.006 -0.005 0.074 -0.014 0.001 -0.006 0.021 -0.002 -0.013 -0.004 -0.013 1.000 0.004 0.016 -0.011 0.000 -0.006 0.826 -0.016 -0.002 0.056 0.003 -0.181 | -| bplus_1 | -0.220 -0.011 0.055 0.170 0.085 -0.024 -0.067 0.317 -0.069 0.144 0.069 0.069 0.004 1.000 0.017 -0.011 -0.008 0.063 -0.082 0.028 -0.115 -0.104 -0.915 -0.036 | -| omega_s | 0.005 0.005 -0.000 -0.335 -0.001 0.000 0.002 0.019 0.001 -0.001 -0.000 0.000 0.016 0.017 1.000 0.001 0.000 0.001 0.001 0.000 0.001 0.006 -0.020 -0.028 | -| p3770_s | 0.040 -0.062 -0.069 0.001 -0.083 0.033 -0.135 -0.003 0.017 -0.001 -0.033 0.108 -0.011 -0.011 0.001 1.000 0.025 -0.394 -0.018 0.029 -0.306 0.038 -0.007 0.021 | -| Dbar_s | 0.005 0.054 0.016 0.002 -0.009 -0.002 0.031 0.002 0.000 0.007 0.029 -0.007 0.000 -0.008 0.000 0.025 1.000 0.024 -0.001 -0.003 0.056 0.004 -0.001 0.002 | -| psi2s_p | -0.171 0.010 -0.181 -0.004 0.245 0.017 -0.103 -0.007 0.033 -0.034 -0.120 0.011 -0.006 0.063 0.001 -0.394 0.024 1.000 -0.006 -0.033 -0.044 -0.072 -0.007 0.002 | -| phi_s | -0.014 0.019 -0.003 0.033 -0.041 -0.000 -0.020 -0.043 -0.010 -0.025 0.003 -0.030 0.826 -0.082 0.001 -0.018 -0.001 -0.006 1.000 -0.037 0.003 0.100 0.100 -0.142 | -| p4160_s | -0.104 0.016 0.286 0.015 0.265 -0.002 -0.061 0.011 0.329 -0.126 -0.136 0.137 -0.016 0.028 0.000 0.029 -0.003 -0.033 -0.037 1.000 -0.063 -0.156 -0.032 0.065 | -| p3770_p | 0.134 -0.052 0.127 -0.007 -0.207 0.051 0.231 -0.008 -0.074 0.018 0.140 -0.143 -0.002 -0.115 0.001 -0.306 0.056 -0.044 0.003 -0.063 1.000 0.062 0.053 -0.012 | -| bplus_2 | 0.299 -0.246 0.008 0.008 -0.649 0.024 0.042 0.077 0.087 -0.255 -0.027 -0.137 0.056 -0.104 0.006 0.038 0.004 -0.072 0.100 -0.156 0.062 1.000 -0.139 -0.247 | -| bplus_0 | -0.074 0.125 -0.007 -0.202 0.029 -0.003 -0.039 -0.387 -0.021 -0.017 0.017 -0.044 0.003 -0.915 -0.020 -0.007 -0.001 -0.007 0.100 -0.032 0.053 -0.139 1.000 0.029 | -| rho_p | -0.009 -0.073 -0.002 -0.030 0.098 -0.000 0.024 0.157 0.010 0.047 -0.009 0.050 -0.181 -0.036 -0.028 0.021 0.002 0.002 -0.142 0.065 -0.012 -0.247 0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.37867333879232357}), (, {'error': 0.024246455272787237}), (, {'error': 0.24332331880135527}), (, {'error': 0.21509408021361054}), (, {'error': 0.2076933816880342}), (, {'error': 0.029511842296357116}), (, {'error': 0.3347905219408953}), (, {'error': 0.34533897826591214}), (, {'error': 0.19467268243742714}), (, {'error': 0.19342177562056762}), (, {'error': 0.09250757242147234}), (, {'error': 0.17417369512739866}), (, {'error': 0.30537586338274814}), (, {'error': 0.06077644810293248}), (, {'error': 3.6236046319741306}), (, {'error': 0.22638285021436033}), (, {'error': 0.022082546873561315}), (, {'error': 0.03191814819365835}), (, {'error': 1.5066684405279993}), (, {'error': 0.16642869364265378}), (, {'error': 0.08559375360452726}), (, {'error': 0.08550453738640873}), (, {'error': 0.03098967667002217}), (, {'error': 0.35753342729014204})]) -Toy 13/25 -Time taken: 1 h, 33 min -Projected time left: 1 h, 25 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=364 (364 total) | -| EDM = 8.45E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297170.54746659665 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.556 | 0.027 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 4.06 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.30 | 0.42 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.10 | 0.16 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 5.26 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.89 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.75 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.45 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.74 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | -0.22 | 0.24 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.93 | 0.07 | | | -2 | 2 | | -| 14| omega_s | 6.4 | 1.6 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.914 | 0.030 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 17.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -6.283 | 0.030 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.07 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 23| rho_p | 6.04 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.488 -0.118 -0.041 -0.016 0.025 -0.127 0.133 0.017 -0.329 -0.331 -0.222 0.006 -0.133 -0.076 0.005 0.014 -0.333 -0.021 -0.091 0.002 0.288 -0.195 0.005 | -| jpsi_p | -0.488 1.000 0.074 -0.001 -0.305 0.047 0.339 -0.025 -0.029 0.137 0.218 0.049 -0.011 0.084 0.002 -0.003 0.012 0.209 -0.020 -0.012 -0.003 0.009 -0.001 0.002 | -| p4040_p | -0.118 0.074 1.000 0.009 -0.282 0.039 0.066 -0.031 -0.034 0.190 0.337 -0.143 -0.004 0.017 0.017 0.003 0.011 -0.143 -0.002 0.233 -0.002 -0.072 0.050 0.008 | -| omega_p | -0.041 -0.001 0.009 1.000 0.013 -0.005 -0.008 -0.115 -0.010 0.019 0.018 0.007 -0.005 -0.086 0.782 -0.000 -0.000 0.010 0.036 0.004 -0.000 -0.049 0.102 0.020 | -| Ctt | -0.016 -0.305 -0.282 0.013 1.000 -0.021 -0.278 0.013 0.195 -0.007 -0.292 0.282 0.008 0.053 0.014 0.002 0.009 0.197 -0.035 0.287 0.005 -0.614 0.009 0.125 | -| DDstar_s | 0.025 0.047 0.039 -0.005 -0.021 1.000 -0.008 0.014 -0.010 0.013 0.065 -0.017 0.001 -0.019 -0.009 0.000 -0.000 0.037 0.000 -0.006 -0.001 0.042 -0.019 -0.005 | -| Dbar_p | -0.127 0.339 0.066 -0.008 -0.278 -0.008 1.000 0.039 0.006 0.013 0.173 -0.105 0.008 -0.040 -0.020 0.004 0.006 0.154 -0.005 -0.048 -0.007 0.079 -0.055 0.007 | -| rho_s | 0.133 -0.025 -0.031 -0.115 0.013 0.014 0.039 1.000 0.037 -0.035 -0.062 0.011 0.094 0.289 -0.382 0.000 0.000 -0.029 0.046 0.025 0.001 0.003 -0.358 0.291 | -| p4415_s | 0.017 -0.029 -0.034 -0.010 0.195 -0.010 0.006 0.037 1.000 -0.112 -0.041 0.204 0.005 -0.039 -0.020 -0.001 -0.003 0.050 -0.003 0.323 0.001 0.150 -0.064 -0.002 | -| p4415_p | -0.329 0.137 0.190 0.019 -0.007 0.013 0.013 -0.035 -0.112 1.000 0.335 -0.074 0.002 0.079 0.030 -0.001 0.003 0.039 -0.008 -0.137 -0.002 -0.257 0.053 0.051 | -| p4160_p | -0.331 0.218 0.337 0.018 -0.292 0.065 0.173 -0.062 -0.041 0.335 1.000 -0.380 -0.007 0.038 0.035 0.001 0.012 -0.009 0.000 -0.150 -0.004 -0.167 0.103 0.013 | -| p4040_s | -0.222 0.049 -0.143 0.007 0.282 -0.017 -0.105 0.011 0.204 -0.074 -0.380 1.000 0.009 0.053 0.006 -0.004 -0.003 0.045 -0.012 0.269 -0.001 -0.112 -0.029 0.054 | -| phi_p | 0.006 -0.011 -0.004 -0.005 0.008 0.001 0.008 0.094 0.005 0.002 -0.007 0.009 1.000 0.037 -0.031 -0.000 0.000 -0.003 0.698 0.010 0.000 -0.030 -0.046 0.145 | -| bplus_1 | -0.133 0.084 0.017 -0.086 0.053 -0.019 -0.040 0.289 -0.039 0.079 0.038 0.053 0.037 1.000 -0.176 -0.002 -0.001 0.014 -0.049 0.006 0.001 -0.161 -0.915 -0.041 | -| omega_s | -0.076 0.002 0.017 0.782 0.014 -0.009 -0.020 -0.382 -0.020 0.030 0.035 0.006 -0.031 -0.176 1.000 -0.000 -0.000 0.017 0.040 -0.001 -0.000 -0.064 0.208 0.138 | -| p3770_s | 0.005 -0.003 0.003 -0.000 0.002 0.000 0.004 0.000 -0.001 -0.001 0.001 -0.004 -0.000 -0.002 -0.000 1.000 -0.000 0.007 -0.000 -0.001 -0.001 -0.001 0.001 -0.000 | -| Dbar_s | 0.014 0.012 0.011 -0.000 0.009 -0.000 0.006 0.000 -0.003 0.003 0.012 -0.003 0.000 -0.001 -0.000 -0.000 1.000 0.017 0.000 -0.003 -0.000 0.005 -0.001 -0.001 | -| psi2s_p | -0.333 0.209 -0.143 0.010 0.197 0.037 0.154 -0.029 0.050 0.039 -0.009 0.045 -0.003 0.014 0.017 0.007 0.017 1.000 -0.008 0.032 0.002 -0.131 0.051 0.025 | -| phi_s | -0.021 -0.020 -0.002 0.036 -0.035 0.000 -0.005 0.046 -0.003 -0.008 0.000 -0.012 0.698 -0.049 0.040 -0.000 0.000 -0.008 1.000 -0.017 0.000 0.053 0.053 0.149 | -| p4160_s | -0.091 -0.012 0.233 0.004 0.287 -0.006 -0.048 0.025 0.323 -0.137 -0.150 0.269 0.010 0.006 -0.001 -0.001 -0.003 0.032 -0.017 1.000 0.000 -0.092 -0.039 0.063 | -| p3770_p | 0.002 -0.003 -0.002 -0.000 0.005 -0.001 -0.007 0.001 0.001 -0.002 -0.004 -0.001 0.000 0.001 -0.000 -0.001 -0.000 0.002 0.000 0.000 1.000 0.000 -0.001 -0.000 | -| bplus_2 | 0.288 0.009 -0.072 -0.049 -0.614 0.042 0.079 0.003 0.150 -0.257 -0.167 -0.112 -0.030 -0.161 -0.064 -0.001 0.005 -0.131 0.053 -0.092 0.000 1.000 -0.065 -0.284 | -| bplus_0 | -0.195 -0.001 0.050 0.102 0.009 -0.019 -0.055 -0.358 -0.064 0.053 0.103 -0.029 -0.046 -0.915 0.208 0.001 -0.001 0.051 0.053 -0.039 -0.001 -0.065 1.000 0.030 | -| rho_p | 0.005 0.002 0.008 0.020 0.125 -0.005 0.007 0.291 -0.002 0.051 0.013 0.054 0.145 -0.041 0.138 -0.000 -0.001 0.025 0.149 0.063 -0.000 -0.284 0.030 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4456185734356737}), (, {'error': 0.026667175504109686}), (, {'error': 0.23298203202272827}), (, {'error': 0.42324597515215157}), (, {'error': 0.16491600956325148}), (, {'error': 0.02974670570855839}), (, {'error': 0.28446451113936444}), (, {'error': 0.3985759022435521}), (, {'error': 0.19941884929962556}), (, {'error': 0.22315975187417347}), (, {'error': 0.09676665204224522}), (, {'error': 0.1707856453590612}), (, {'error': 0.24247307417731845}), (, {'error': 0.06777122068289732}), (, {'error': 1.6325042641267418}), (, {'error': 0.008745546416584205}), (, {'error': 0.0154086310537217}), (, {'error': 0.029515901844472836}), (, {'error': 1.1959682803106784}), (, {'error': 0.16970275457708706}), (, {'error': 0.030183383004314113}), (, {'error': 0.08863079152572595}), (, {'error': 0.03523754829900372}), (, {'error': 0.28916074256711255})]) -Toy 14/25 -Time taken: 1 h, 37 min -Projected time left: 1 h, 16 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1362 (1362 total) | -| EDM = 7.33E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297579.34289582685 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.15 | 0.46 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.57 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.59 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.20 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.50 | 0.10 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -3.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.23 | 0.22 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.87 | 0.16 | | |0.00501244| 2.01499 | | -| 12| phi_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 6.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.53 | 0.24 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 18.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 0.717 | 0.019 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 4.13 | 0.11 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.37 | 0.06 | | | -2 | 2 | | -| 22| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 23| rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.493 0.455 0.004 0.003 0.023 -0.226 -0.028 0.318 -0.068 -0.003 -0.140 0.001 0.059 0.009 0.316 -0.049 0.309 -0.013 0.027 0.165 -0.106 -0.001 0.013 | -| jpsi_p | 0.493 1.000 0.220 -0.001 0.025 0.020 0.426 0.014 0.125 -0.025 0.001 -0.146 -0.003 -0.058 -0.010 0.255 0.057 0.221 -0.002 0.018 0.381 -0.113 0.039 -0.022 | -| p4040_p | 0.455 0.220 1.000 -0.001 -0.040 0.025 -0.123 -0.011 0.262 -0.061 -0.007 -0.253 0.001 0.118 -0.007 0.153 0.074 -0.034 -0.041 0.006 0.178 -0.269 -0.065 0.062 | -| omega_p | 0.004 -0.001 -0.001 1.000 -0.000 0.001 -0.004 0.012 -0.002 0.000 0.000 -0.002 0.005 -0.031 0.356 -0.000 0.001 -0.002 0.020 0.000 0.001 -0.008 0.032 -0.135 | -| Ctt | 0.003 0.025 -0.040 -0.000 1.000 -0.001 -0.040 -0.015 0.024 -0.007 -0.000 0.088 0.000 0.011 0.002 -0.055 0.012 0.025 -0.007 -0.003 -0.049 -0.213 0.015 0.013 | -| DDstar_s | 0.023 0.020 0.025 0.001 -0.001 1.000 0.025 -0.011 0.037 -0.009 -0.001 0.009 0.000 0.032 0.005 0.001 -0.004 0.027 0.001 0.001 -0.006 -0.053 0.004 -0.004 | -| Dbar_p | -0.226 0.426 -0.123 -0.004 -0.040 0.025 1.000 0.007 -0.147 0.031 0.004 0.007 0.001 -0.111 -0.020 0.094 0.080 0.142 -0.060 -0.001 0.490 -0.175 -0.036 0.109 | -| rho_s | -0.028 0.014 -0.011 0.012 -0.015 -0.011 0.007 1.000 -0.013 0.001 -0.000 0.019 -0.009 0.426 -0.473 -0.028 -0.003 0.026 -0.109 -0.002 -0.028 0.255 -0.437 0.113 | -| p4415_s | 0.318 0.125 0.262 -0.002 0.024 0.037 -0.147 -0.013 1.000 -0.215 0.002 -0.298 0.001 0.144 -0.008 0.127 0.025 -0.022 -0.048 0.022 0.086 -0.338 -0.080 0.080 | -| p4415_p | -0.068 -0.025 -0.061 0.000 -0.007 -0.009 0.031 0.001 -0.215 1.000 -0.000 0.062 -0.000 -0.030 0.002 -0.029 -0.005 0.006 0.011 -0.005 -0.017 0.064 0.019 -0.018 | -| p4160_p | -0.003 0.001 -0.007 0.000 -0.000 -0.001 0.004 -0.000 0.002 -0.000 1.000 0.009 -0.000 -0.002 0.000 -0.001 -0.000 0.002 0.001 -0.002 0.000 0.001 0.002 -0.001 | -| p4040_s | -0.140 -0.146 -0.253 -0.002 0.088 0.009 0.007 0.019 -0.298 0.062 0.009 1.000 0.000 -0.041 -0.007 0.096 -0.051 -0.048 -0.005 -0.020 -0.147 0.228 -0.028 0.011 | -| phi_p | 0.001 -0.003 0.001 0.005 0.000 0.000 0.001 -0.009 0.001 -0.000 -0.000 0.000 1.000 -0.004 0.006 0.001 0.000 -0.000 0.124 0.000 0.000 -0.008 0.003 0.024 | -| bplus_1 | 0.059 -0.058 0.118 -0.031 0.011 0.032 -0.111 0.426 0.144 -0.030 -0.002 -0.041 -0.004 1.000 -0.207 0.009 0.010 0.019 -0.156 0.005 -0.085 0.211 -0.976 0.134 | -| omega_s | 0.009 -0.010 -0.007 0.356 0.002 0.005 -0.020 -0.473 -0.008 0.002 0.000 -0.007 0.006 -0.207 1.000 -0.001 0.002 -0.015 0.086 0.000 0.003 -0.080 0.213 -0.013 | -| p3770_s | 0.316 0.255 0.153 -0.000 -0.055 0.001 0.094 -0.028 0.127 -0.029 -0.001 0.096 0.001 0.009 -0.001 1.000 0.095 -0.282 -0.039 0.008 -0.007 -0.201 -0.014 0.062 | -| Dbar_s | -0.049 0.057 0.074 0.001 0.012 -0.004 0.080 -0.003 0.025 -0.005 -0.000 -0.051 0.000 0.010 0.002 0.095 1.000 0.067 0.002 0.004 0.059 0.047 -0.002 -0.005 | -| psi2s_p | 0.309 0.221 -0.034 -0.002 0.025 0.027 0.142 0.026 -0.022 0.006 0.002 -0.048 -0.000 0.019 -0.015 -0.282 0.067 1.000 -0.024 0.006 0.238 0.103 -0.063 0.032 | -| phi_s | -0.013 -0.002 -0.041 0.020 -0.007 0.001 -0.060 -0.109 -0.048 0.011 0.001 -0.005 0.124 -0.156 0.086 -0.039 0.002 -0.024 1.000 -0.002 -0.022 0.075 0.169 0.007 | -| p4160_s | 0.027 0.018 0.006 0.000 -0.003 0.001 -0.001 -0.002 0.022 -0.005 -0.002 -0.020 0.000 0.005 0.000 0.008 0.004 0.006 -0.002 1.000 0.013 -0.020 -0.001 0.003 | -| p3770_p | 0.165 0.381 0.178 0.001 -0.049 -0.006 0.490 -0.028 0.086 -0.017 0.000 -0.147 0.000 -0.085 0.003 -0.007 0.059 0.238 -0.022 0.013 1.000 -0.196 0.043 0.037 | -| bplus_2 | -0.106 -0.113 -0.269 -0.008 -0.213 -0.053 -0.175 0.255 -0.338 0.064 0.001 0.228 -0.008 0.211 -0.080 -0.201 0.047 0.103 0.075 -0.020 -0.196 1.000 -0.277 -0.227 | -| bplus_0 | -0.001 0.039 -0.065 0.032 0.015 0.004 -0.036 -0.437 -0.080 0.019 0.002 -0.028 0.003 -0.976 0.213 -0.014 -0.002 -0.063 0.169 -0.001 0.043 -0.277 1.000 -0.169 | -| rho_p | 0.013 -0.022 0.062 -0.135 0.013 -0.004 0.109 0.113 0.080 -0.018 -0.001 0.011 0.024 0.134 -0.013 0.062 -0.005 0.032 0.007 0.003 0.037 -0.227 -0.169 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.46141023842236883}), (, {'error': 0.03285390521854392}), (, {'error': 0.19861050733852448}), (, {'error': 0.23336445612446077}), (, {'error': 0.1023801311570618}), (, {'error': 0.03684078930074752}), (, {'error': 0.40354206327178965}), (, {'error': 0.3264245389469004}), (, {'error': 0.22045108148870501}), (, {'error': 0.10371815847861887}), (, {'error': 0.01124077465421669}), (, {'error': 0.15696704872352724}), (, {'error': 0.06863787137810728}), (, {'error': 0.06234492051479301}), (, {'error': 1.0269990947585068}), (, {'error': 0.23772736112586967}), (, {'error': 0.06434508334586703}), (, {'error': 0.03259165432380584}), (, {'error': 0.8985043349054109}), (, {'error': 0.019445768619995585}), (, {'error': 0.10956672000119916}), (, {'error': 0.05695550839252306}), (, {'error': 0.03468041738558192}), (, {'error': 0.3173565914710421})]) -Toy 15/25 -Time taken: 1 h, 45 min -Projected time left: 1 h, 10 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=301 (301 total) | -| EDM = 4.49E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297346.3473486727 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.510 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.03 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.51 | 0.18 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.28 | 0.05 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -3.83 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.52 | 0.25 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.51 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.54 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | -0.60 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.81 | 0.07 | | | -2 | 2 | | -| 14| omega_s | 6.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 0.919 | 0.012 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 2.150 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 16.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.14 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.21 | 0.08 | | | -2 | 2 | | -| 22| bplus_0 | -0.44 | 0.04 | | | -2 | 2 | | -| 23| rho_p | -1.1 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.074 0.006 0.001 0.010 -0.074 0.007 -0.005 0.001 0.016 0.040 0.016 0.000 -0.003 0.002 0.001 -0.001 0.059 0.001 0.009 -0.001 -0.011 0.009 -0.001 | -| jpsi_p | 0.074 1.000 0.006 -0.008 0.183 -0.022 0.306 0.056 -0.047 0.033 0.015 -0.080 -0.021 -0.039 -0.024 0.003 0.015 -0.047 0.025 -0.043 0.001 -0.108 0.075 -0.083 | -| p4040_p | 0.006 0.006 1.000 0.000 -0.410 0.071 0.054 -0.006 -0.156 0.227 0.448 -0.145 -0.006 -0.003 0.007 0.006 0.004 -0.084 0.017 0.103 -0.001 0.048 0.046 -0.037 | -| omega_p | 0.001 -0.008 0.000 1.000 -0.001 -0.002 0.001 0.093 -0.001 0.001 0.000 0.000 -0.004 -0.008 0.483 -0.000 0.000 -0.001 0.007 0.000 0.000 -0.006 0.008 -0.101 | -| Ctt | 0.010 0.183 -0.410 -0.001 1.000 -0.073 -0.178 -0.065 0.259 -0.118 -0.365 0.196 0.005 0.065 0.009 -0.005 0.010 0.016 -0.053 0.308 0.009 -0.644 -0.007 0.102 | -| DDstar_s | -0.074 -0.022 0.071 -0.002 -0.073 1.000 -0.023 0.044 -0.038 -0.027 0.018 -0.087 0.005 -0.066 -0.019 0.003 0.003 -0.064 -0.006 -0.052 -0.000 0.125 -0.051 0.014 | -| Dbar_p | 0.007 0.306 0.054 0.001 -0.178 -0.023 1.000 0.012 0.004 -0.036 0.076 -0.121 0.009 -0.061 -0.009 0.010 0.012 0.127 -0.015 -0.052 -0.003 0.052 -0.034 0.033 | -| rho_s | -0.005 0.056 -0.006 0.093 -0.065 0.044 0.012 1.000 0.031 -0.046 -0.014 -0.015 -0.013 0.363 -0.448 -0.000 -0.001 0.028 -0.066 -0.022 -0.000 0.240 -0.381 -0.096 | -| p4415_s | 0.001 -0.047 -0.156 -0.001 0.259 -0.038 0.004 0.031 1.000 -0.462 -0.106 0.260 0.006 -0.046 -0.015 -0.003 -0.001 0.006 -0.012 0.406 0.002 0.129 -0.059 0.023 | -| p4415_p | 0.016 0.033 0.227 0.001 -0.118 -0.027 -0.036 -0.046 -0.462 1.000 0.260 -0.188 0.001 0.080 0.014 0.003 0.003 -0.063 -0.015 -0.315 -0.001 -0.248 0.011 0.033 | -| p4160_p | 0.040 0.015 0.448 0.000 -0.365 0.018 0.076 -0.014 -0.106 0.260 1.000 -0.371 -0.003 0.029 0.006 0.006 0.008 -0.071 0.004 -0.171 -0.003 -0.026 0.022 -0.011 | -| p4040_s | 0.016 -0.080 -0.145 0.000 0.196 -0.087 -0.121 -0.015 0.260 -0.188 -0.371 1.000 0.010 0.053 -0.003 -0.002 0.003 -0.182 -0.038 0.361 -0.000 -0.112 -0.081 0.076 | -| phi_p | 0.000 -0.021 -0.006 -0.004 0.005 0.005 0.009 -0.013 0.006 0.001 -0.003 0.010 1.000 0.044 -0.016 -0.000 -0.000 0.004 0.436 0.010 -0.000 -0.018 -0.051 0.094 | -| bplus_1 | -0.003 -0.039 -0.003 -0.008 0.065 -0.066 -0.061 0.363 -0.046 0.080 0.029 0.053 0.044 1.000 -0.169 -0.002 -0.001 0.029 -0.095 0.003 -0.000 -0.031 -0.966 0.104 | -| omega_s | 0.002 -0.024 0.007 0.483 0.009 -0.019 -0.009 -0.448 -0.015 0.014 0.006 -0.003 -0.016 -0.169 1.000 0.000 0.001 -0.015 0.053 -0.001 0.000 -0.073 0.175 0.015 | -| p3770_s | 0.001 0.003 0.006 -0.000 -0.005 0.003 0.010 -0.000 -0.003 0.003 0.006 -0.002 -0.000 -0.002 0.000 1.000 0.000 0.008 0.000 -0.002 -0.002 0.001 0.002 -0.001 | -| Dbar_s | -0.001 0.015 0.004 0.000 0.010 0.003 0.012 -0.001 -0.001 0.003 0.008 0.003 -0.000 -0.001 0.001 0.000 1.000 0.018 0.000 0.000 -0.000 -0.002 0.002 -0.001 | -| psi2s_p | 0.059 -0.047 -0.084 -0.001 0.016 -0.064 0.127 0.028 0.006 -0.063 -0.071 -0.182 0.004 0.029 -0.015 0.008 0.018 1.000 -0.013 -0.088 0.008 0.077 -0.068 0.019 | -| phi_s | 0.001 0.025 0.017 0.007 -0.053 -0.006 -0.015 -0.066 -0.012 -0.015 0.004 -0.038 0.436 -0.095 0.053 0.000 0.000 -0.013 1.000 -0.038 -0.000 0.093 0.097 0.062 | -| p4160_s | 0.009 -0.043 0.103 0.000 0.308 -0.052 -0.052 -0.022 0.406 -0.315 -0.171 0.361 0.010 0.003 -0.001 -0.002 0.000 -0.088 -0.038 1.000 0.001 -0.122 -0.056 0.078 | -| p3770_p | -0.001 0.001 -0.001 0.000 0.009 -0.000 -0.003 -0.000 0.002 -0.001 -0.003 -0.000 -0.000 -0.000 0.000 -0.002 -0.000 0.008 -0.000 0.001 1.000 -0.004 0.001 0.000 | -| bplus_2 | -0.011 -0.108 0.048 -0.006 -0.644 0.125 0.052 0.240 0.129 -0.248 -0.026 -0.112 -0.018 -0.031 -0.073 0.001 -0.002 0.077 0.093 -0.122 -0.004 1.000 -0.118 -0.233 | -| bplus_0 | 0.009 0.075 0.046 0.008 -0.007 -0.051 -0.034 -0.381 -0.059 0.011 0.022 -0.081 -0.051 -0.966 0.175 0.002 0.002 -0.068 0.097 -0.056 0.001 -0.118 1.000 -0.122 | -| rho_p | -0.001 -0.083 -0.037 -0.101 0.102 0.014 0.033 -0.096 0.023 0.033 -0.011 0.076 0.094 0.104 0.015 -0.001 -0.001 0.019 0.062 0.078 0.000 -0.233 -0.122 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.040685954081244535}), (, {'error': 0.02392129746943006}), (, {'error': 0.3661554951243957}), (, {'error': 0.2535248258811156}), (, {'error': 0.1762885002224358}), (, {'error': 0.04889864097931754}), (, {'error': 0.2122242220584858}), (, {'error': 0.3391788205892681}), (, {'error': 0.24902136714653256}), (, {'error': 0.395649321724191}), (, {'error': 0.10194953123456063}), (, {'error': 0.16658874163636994}), (, {'error': 0.15801009036361613}), (, {'error': 0.06658323941571553}), (, {'error': 1.2132455854150703}), (, {'error': 0.012117036656594027}), (, {'error': 0.007202306227345551}), (, {'error': 0.02558424755024369}), (, {'error': 0.9855011197252512}), (, {'error': 0.18182843696341644}), (, {'error': 0.009321801131692009}), (, {'error': 0.08457836980530686}), (, {'error': 0.03665638667945992}), (, {'error': 0.4899966065125323})]) -Toy 16/25 -Time taken: 1 h, 49 min -Projected time left: 1 h, 1 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=183 (183 total) | -| EDM = 4.12E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297325.2368030242 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.638 | 0.022 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.17 | 0.10 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.12 | 0.06 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -5.75 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.3 | 1.9 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.88 | 0.16 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.78 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.08 | 0.08 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.10 | 0.13 | | |0.00501244| 2.01499 | | -| 12| phi_p | -0.14 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.706 | 0.008 | | | -2 | 2 | | -| 14| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.75 | 0.18 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.28 | 0.05 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.806 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 16.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.10 | 0.13 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.64 | 0.09 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.17 | 0.07 | | | -2 | 2 | | -| 22| bplus_0 | 0.381 | 0.005 | | | -2 | 2 | | -| 23| rho_p | -2.1 | 8.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.319 0.201 -0.177 -0.094 0.072 -0.243 -0.192 -0.015 0.171 0.221 0.110 0.003 -0.012 0.178 0.120 -0.017 0.166 0.116 0.107 -0.010 0.155 -0.189 -0.194 | -| jpsi_p | 0.319 1.000 0.145 -0.219 -0.185 -0.073 0.277 -0.238 -0.074 0.087 0.173 0.031 -0.004 0.122 0.212 0.174 0.005 0.164 0.119 0.021 0.001 0.175 -0.100 -0.236 | -| p4040_p | 0.201 0.145 1.000 -0.202 -0.116 -0.063 0.221 -0.221 0.018 0.123 0.054 -0.101 0.000 0.083 0.200 0.085 -0.080 -0.045 0.120 0.274 0.085 0.207 -0.123 -0.220 | -| omega_p | -0.177 -0.219 -0.202 1.000 0.189 0.511 -0.228 0.919 0.146 -0.173 -0.136 -0.045 0.008 -0.400 -0.739 -0.152 0.192 -0.050 -0.527 -0.128 0.164 -0.788 0.505 0.922 | -| Ctt | -0.094 -0.185 -0.116 0.189 1.000 0.136 0.134 0.205 0.184 -0.011 -0.184 0.184 -0.000 -0.102 -0.187 -0.076 -0.062 0.165 -0.119 0.114 0.009 0.013 0.094 0.205 | -| DDstar_s | 0.072 -0.073 -0.063 0.511 0.136 1.000 -0.193 0.554 -0.005 -0.112 0.071 -0.092 0.006 -0.030 -0.507 -0.015 -0.024 0.003 -0.317 -0.146 0.222 -0.470 0.472 0.556 | -| Dbar_p | -0.243 0.277 0.221 -0.228 0.134 -0.193 1.000 -0.249 -0.078 0.083 0.194 -0.049 0.002 0.050 0.229 0.266 -0.060 0.179 0.147 0.014 0.076 0.147 -0.185 -0.249 | -| rho_s | -0.192 -0.238 -0.221 0.919 0.205 0.554 -0.249 1.000 0.159 -0.189 -0.148 -0.050 0.009 -0.437 -0.912 -0.167 0.208 -0.054 -0.578 -0.140 0.179 -0.861 0.543 0.993 | -| p4415_s | -0.015 -0.074 0.018 0.146 0.184 -0.005 -0.078 0.159 1.000 -0.022 -0.012 0.059 0.001 0.029 -0.146 -0.028 0.035 -0.009 -0.092 0.179 -0.020 -0.183 0.170 0.159 | -| p4415_p | 0.171 0.087 0.123 -0.173 -0.011 -0.112 0.083 -0.189 -0.022 1.000 0.209 -0.076 0.000 0.078 0.172 0.069 -0.066 0.005 0.102 -0.026 0.005 0.200 -0.100 -0.188 | -| p4160_p | 0.221 0.173 0.054 -0.136 -0.184 0.071 0.194 -0.148 -0.012 0.209 1.000 -0.263 0.000 0.011 0.135 0.088 -0.019 0.032 0.083 -0.064 0.106 0.150 -0.121 -0.148 | -| p4040_s | 0.110 0.031 -0.101 -0.045 0.184 -0.092 -0.049 -0.050 0.059 -0.076 -0.263 1.000 0.001 0.077 0.045 0.104 -0.020 0.023 0.024 -0.115 -0.068 0.042 0.025 -0.049 | -| phi_p | 0.003 -0.004 0.000 0.008 -0.000 0.006 0.002 0.009 0.001 0.000 0.000 0.001 1.000 0.001 -0.024 0.001 0.003 0.001 0.431 0.001 -0.000 -0.001 0.014 0.013 | -| bplus_1 | -0.012 0.122 0.083 -0.400 -0.102 -0.030 0.050 -0.437 0.029 0.078 0.011 0.077 0.001 1.000 0.397 0.095 0.014 0.033 0.242 0.120 -0.065 0.306 -0.466 -0.433 | -| omega_s | 0.178 0.212 0.200 -0.739 -0.187 -0.507 0.229 -0.912 -0.146 0.172 0.135 0.045 -0.024 0.397 1.000 0.151 -0.191 0.049 0.530 0.127 -0.163 0.783 -0.501 -0.914 | -| p3770_s | 0.120 0.174 0.085 -0.152 -0.076 -0.015 0.266 -0.167 -0.028 0.069 0.088 0.104 0.001 0.095 0.151 1.000 -0.038 -0.194 0.088 0.054 -0.138 0.146 -0.060 -0.166 | -| Dbar_s | -0.017 0.005 -0.080 0.192 -0.062 -0.024 -0.060 0.208 0.035 -0.066 -0.019 -0.020 0.003 0.014 -0.191 -0.038 1.000 0.003 -0.122 -0.067 0.179 -0.141 0.200 0.209 | -| psi2s_p | 0.166 0.164 -0.045 -0.050 0.165 0.003 0.179 -0.054 -0.009 0.005 0.032 0.023 0.001 0.033 0.049 -0.194 0.003 1.000 0.029 -0.037 0.066 0.025 -0.018 -0.054 | -| phi_s | 0.116 0.119 0.120 -0.527 -0.119 -0.317 0.147 -0.578 -0.092 0.102 0.083 0.024 0.431 0.242 0.530 0.088 -0.122 0.029 1.000 0.071 -0.101 0.470 -0.326 -0.574 | -| p4160_s | 0.107 0.021 0.274 -0.128 0.114 -0.146 0.014 -0.140 0.179 -0.026 -0.064 -0.115 0.001 0.120 0.127 0.054 -0.067 -0.037 0.071 1.000 -0.034 0.149 -0.017 -0.138 | -| p3770_p | -0.010 0.001 0.085 0.164 0.009 0.222 0.076 0.179 -0.020 0.005 0.106 -0.068 -0.000 -0.065 -0.163 -0.138 0.179 0.066 -0.101 -0.034 1.000 -0.146 0.113 0.178 | -| bplus_2 | 0.155 0.175 0.207 -0.788 0.013 -0.470 0.147 -0.861 -0.183 0.200 0.150 0.042 -0.001 0.306 0.783 0.146 -0.141 0.025 0.470 0.149 -0.146 1.000 -0.521 -0.855 | -| bplus_0 | -0.189 -0.100 -0.123 0.505 0.094 0.472 -0.185 0.543 0.170 -0.100 -0.121 0.025 0.014 -0.466 -0.501 -0.060 0.200 -0.018 -0.326 -0.017 0.113 -0.521 1.000 0.551 | -| rho_p | -0.194 -0.236 -0.220 0.922 0.205 0.556 -0.249 0.993 0.159 -0.188 -0.148 -0.049 0.013 -0.433 -0.914 -0.166 0.209 -0.054 -0.574 -0.138 0.178 -0.855 0.551 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6326666302928978}), (, {'error': 0.02157360565165911}), (, {'error': 0.13677242393075772}), (, {'error': 0.5453412984679065}), (, {'error': 0.0977991580421167}), (, {'error': 0.06299253705794167}), (, {'error': 0.2499896701076425}), (, {'error': 1.8704428198977097}), (, {'error': 0.15622449591507953}), (, {'error': 0.17242844777723043}), (, {'error': 0.07744575607145432}), (, {'error': 0.126920313855246}), (, {'error': 0.16088107701520604}), (, {'error': 0.0081968132740049}), (, {'error': 3.9044906976087788}), (, {'error': 0.1817551540381479}), (, {'error': 0.05111431726515564}), (, {'error': 0.024970832434326518}), (, {'error': 1.0406559780260007}), (, {'error': 0.126439277187834}), (, {'error': 0.0902852292044587}), (, {'error': 0.06568345842050916}), (, {'error': 0.004824357714271921}), (, {'error': 8.37130371428447})]) -Toy 17/25 -Time taken: 1 h, 53 min -Projected time left: 53 min, 28 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1304 (1304 total) | -| EDM = 0.000127 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297330.2773299421 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.630 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -2.38 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 0.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.62 | 0.21 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.48 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.06 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.89 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.03 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.74 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 6.0 | 1.5 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.65 | 0.23 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.891 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 20.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.21 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 23| rho_p | 5.83 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.133 -0.045 -0.024 -0.026 0.054 -0.197 0.102 -0.023 -0.188 -0.008 -0.157 0.003 -0.194 -0.051 0.051 0.009 -0.150 -0.017 -0.111 0.145 0.286 -0.102 -0.003 | -| jpsi_p | -0.133 1.000 -0.101 -0.014 0.243 0.056 0.222 -0.019 -0.004 0.005 -0.053 0.026 0.015 -0.037 -0.011 -0.061 0.054 -0.006 0.039 -0.014 0.004 -0.200 0.109 -0.078 | -| p4040_p | -0.045 -0.101 1.000 0.001 -0.229 0.030 -0.093 -0.008 0.025 0.150 0.130 -0.212 -0.008 0.059 0.003 -0.075 0.024 -0.213 -0.013 0.338 0.114 -0.012 -0.017 0.012 | -| omega_p | -0.024 -0.014 0.001 1.000 0.007 -0.001 -0.007 -0.087 -0.004 0.007 0.003 0.001 -0.048 -0.070 0.712 0.000 0.000 -0.002 0.014 0.003 -0.004 -0.032 0.081 -0.024 | -| Ctt | -0.026 0.243 -0.229 0.007 1.000 -0.009 -0.329 -0.030 0.205 -0.023 -0.338 0.351 -0.022 0.079 0.011 -0.091 -0.003 0.220 -0.053 0.234 -0.235 -0.663 0.036 0.102 | -| DDstar_s | 0.054 0.056 0.030 -0.001 -0.009 1.000 -0.006 0.006 -0.003 0.023 0.045 -0.009 0.002 -0.017 -0.003 0.031 -0.001 0.020 0.000 -0.000 0.043 0.018 -0.003 -0.000 | -| Dbar_p | -0.197 0.222 -0.093 -0.007 -0.329 -0.006 1.000 0.042 0.036 -0.078 -0.004 -0.058 -0.003 -0.074 -0.020 -0.069 0.029 -0.032 -0.025 -0.086 0.317 0.050 -0.050 0.029 | -| rho_s | 0.102 -0.019 -0.008 -0.087 -0.030 0.006 0.042 1.000 0.023 -0.026 -0.019 0.005 0.072 0.312 -0.419 0.000 0.001 -0.001 -0.055 0.001 0.004 0.094 -0.377 0.160 | -| p4415_s | -0.023 -0.004 0.025 -0.004 0.205 -0.003 0.036 0.023 1.000 -0.147 -0.068 0.163 -0.005 -0.057 -0.011 0.026 -0.001 0.024 -0.019 0.313 -0.061 0.056 -0.032 0.021 | -| p4415_p | -0.188 0.005 0.150 0.007 -0.023 0.023 -0.078 -0.026 -0.147 1.000 0.308 -0.190 -0.017 0.124 0.012 -0.020 0.015 -0.065 -0.030 -0.118 0.029 -0.245 -0.005 0.049 | -| p4160_p | -0.008 -0.053 0.130 0.003 -0.338 0.045 -0.004 -0.019 -0.068 0.308 1.000 -0.506 -0.002 0.042 0.008 -0.054 0.030 -0.131 0.004 -0.099 0.153 -0.011 0.017 -0.008 | -| p4040_s | -0.157 0.026 -0.212 0.001 0.351 -0.009 -0.058 0.005 0.163 -0.190 -0.506 1.000 -0.014 0.035 -0.002 0.118 -0.006 0.039 -0.034 -0.023 -0.152 -0.122 -0.034 0.050 | -| phi_p | 0.003 0.015 -0.008 -0.048 -0.022 0.002 -0.003 0.072 -0.005 -0.017 -0.002 -0.014 1.000 0.015 -0.110 -0.011 0.001 -0.004 0.594 -0.020 0.003 0.073 -0.010 -0.227 | -| bplus_1 | -0.194 -0.037 0.059 -0.070 0.079 -0.017 -0.074 0.312 -0.057 0.124 0.042 0.035 0.015 1.000 -0.165 -0.021 -0.006 0.043 -0.112 0.043 -0.116 -0.119 -0.916 -0.011 | -| omega_s | -0.051 -0.011 0.003 0.712 0.011 -0.003 -0.020 -0.419 -0.011 0.012 0.008 -0.002 -0.110 -0.165 1.000 -0.001 -0.000 -0.002 0.006 0.000 -0.006 -0.053 0.193 0.083 | -| p3770_s | 0.051 -0.061 -0.075 0.000 -0.091 0.031 -0.069 0.000 0.026 -0.020 -0.054 0.118 -0.011 -0.021 -0.001 1.000 0.028 -0.406 -0.024 0.015 -0.291 0.037 -0.013 0.028 | -| Dbar_s | 0.009 0.054 0.024 0.000 -0.003 -0.001 0.029 0.001 -0.001 0.015 0.030 -0.006 0.001 -0.006 -0.000 0.028 1.000 0.029 -0.000 -0.001 0.050 0.004 0.000 0.001 | -| psi2s_p | -0.150 -0.006 -0.213 -0.002 0.220 0.020 -0.032 -0.001 0.024 -0.065 -0.131 0.039 -0.004 0.043 -0.002 -0.406 0.029 1.000 -0.007 -0.063 -0.038 -0.055 -0.010 0.004 | -| phi_s | -0.017 0.039 -0.013 0.014 -0.053 0.000 -0.025 -0.055 -0.019 -0.030 0.004 -0.034 0.594 -0.112 0.006 -0.024 -0.000 -0.007 1.000 -0.046 0.005 0.127 0.131 -0.151 | -| p4160_s | -0.111 -0.014 0.338 0.003 0.234 -0.000 -0.086 0.001 0.313 -0.118 -0.099 -0.023 -0.020 0.043 0.000 0.015 -0.001 -0.063 -0.046 1.000 -0.058 -0.169 -0.034 0.069 | -| p3770_p | 0.145 0.004 0.114 -0.004 -0.235 0.043 0.317 0.004 -0.061 0.029 0.153 -0.152 0.003 -0.116 -0.006 -0.291 0.050 -0.038 0.005 -0.058 1.000 0.076 0.035 -0.010 | -| bplus_2 | 0.286 -0.200 -0.012 -0.032 -0.663 0.018 0.050 0.094 0.056 -0.245 -0.011 -0.122 0.073 -0.119 -0.053 0.037 0.004 -0.055 0.127 -0.169 0.076 1.000 -0.112 -0.256 | -| bplus_0 | -0.102 0.109 -0.017 0.081 0.036 -0.003 -0.050 -0.377 -0.032 -0.005 0.017 -0.034 -0.010 -0.916 0.193 -0.013 0.000 -0.010 0.131 -0.034 0.035 -0.112 1.000 -0.001 | -| rho_p | -0.003 -0.078 0.012 -0.024 0.102 -0.000 0.029 0.160 0.021 0.049 -0.008 0.050 -0.227 -0.011 0.083 0.028 0.001 0.004 -0.151 0.069 -0.010 -0.256 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.360079529615172}), (, {'error': 0.024364649355770762}), (, {'error': 0.17970635599866713}), (, {'error': 0.32883444072688617}), (, {'error': 0.205809136672632}), (, {'error': 0.027227153596576403}), (, {'error': 0.3323493878646806}), (, {'error': 0.3285464793503742}), (, {'error': 0.1916874660031217}), (, {'error': 0.14939847805879047}), (, {'error': 0.10729673408268114}), (, {'error': 0.17386459972278862}), (, {'error': 0.17512701194578373}), (, {'error': 0.06281642457292524}), (, {'error': 1.4825578071185648}), (, {'error': 0.22969548163729225}), (, {'error': 0.022037812321152983}), (, {'error': 0.03126993312096804}), (, {'error': 1.0691271892675438}), (, {'error': 0.1725201808747141}), (, {'error': 0.08892710631968281}), (, {'error': 0.08841721130561009}), (, {'error': 0.0329365961496918}), (, {'error': 0.24772931193637682})]) -Toy 18/25 -Time taken: 2 h, 1 min -Projected time left: 47 min, 8 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1298 (1298 total) | -| EDM = 0.000482 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297291.0499398525 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.4 | 1.0 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.60 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.78 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.33 | 0.24 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 0.26 | 1.95 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.52 | 0.20 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.56 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.97 | 0.19 | | |0.00501244| 2.01499 | | -| 12| phi_p | 0.30 | 0.36 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 6.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.7 | 0.3 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.24 | 0.11 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 18.4 | 1.7 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.30 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.40 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 22| bplus_0 | -0.408 | 0.028 | | | -2 | 2 | | -| 23| rho_p | -0.53 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.274 0.270 0.005 0.593 0.249 0.832 -0.090 -0.142 -0.081 0.095 -0.233 0.008 0.270 0.044 0.400 -0.386 0.430 0.021 -0.188 0.432 -0.009 0.008 -0.028 | -| jpsi_p | 0.274 1.000 0.588 0.002 0.141 0.100 0.679 -0.015 -0.213 0.370 0.651 -0.287 0.004 0.165 0.004 0.609 -0.260 0.603 0.002 -0.207 0.649 0.352 -0.092 -0.037 | -| p4040_p | 0.270 0.588 1.000 0.004 0.161 0.108 0.581 -0.045 -0.176 0.404 0.598 -0.354 0.012 0.162 0.021 0.444 -0.348 0.393 0.015 0.078 0.585 0.156 -0.028 -0.022 | -| omega_p | 0.005 0.002 0.004 1.000 0.006 0.000 0.006 -0.026 -0.002 0.002 0.004 -0.002 0.011 -0.015 0.178 0.005 -0.005 0.004 0.016 -0.001 0.005 -0.008 0.018 -0.014 | -| Ctt | 0.593 0.141 0.161 0.006 1.000 0.161 0.583 -0.073 -0.002 0.072 0.032 0.087 0.003 0.250 0.033 0.310 -0.527 0.505 -0.009 0.089 0.257 -0.454 0.008 0.069 | -| DDstar_s | 0.249 0.100 0.108 0.000 0.161 1.000 0.247 -0.001 -0.038 -0.032 0.070 -0.111 0.003 0.009 0.001 0.150 -0.163 0.132 0.004 -0.076 0.179 0.079 -0.011 -0.007 | -| Dbar_p | 0.832 0.679 0.581 0.006 0.583 0.247 1.000 -0.087 -0.232 0.216 0.498 -0.326 0.020 0.274 0.042 0.663 -0.477 0.691 0.033 -0.232 0.718 0.157 -0.013 -0.046 | -| rho_s | -0.090 -0.015 -0.045 -0.026 -0.073 -0.001 -0.087 1.000 0.039 -0.002 -0.037 0.046 0.043 0.320 -0.474 -0.054 0.095 -0.048 -0.020 0.034 -0.063 0.080 -0.401 0.139 | -| p4415_s | -0.142 -0.213 -0.176 -0.002 -0.002 -0.038 -0.232 0.039 1.000 -0.232 -0.235 0.279 -0.004 -0.162 -0.019 -0.152 0.191 -0.143 -0.009 0.375 -0.221 0.090 0.000 0.010 | -| p4415_p | -0.081 0.370 0.404 0.002 0.072 -0.032 0.216 -0.002 -0.232 1.000 0.537 -0.238 0.003 0.085 0.001 0.267 -0.203 0.225 -0.009 -0.141 0.316 0.002 -0.051 0.031 | -| p4160_p | 0.095 0.651 0.598 0.004 0.032 0.070 0.498 -0.037 -0.235 0.537 1.000 -0.526 0.013 0.123 0.017 0.453 -0.261 0.419 0.018 -0.234 0.587 0.183 -0.018 -0.031 | -| p4040_s | -0.233 -0.287 -0.354 -0.002 0.087 -0.111 -0.326 0.046 0.279 -0.238 -0.526 1.000 -0.011 -0.085 -0.022 -0.139 0.074 -0.215 -0.030 0.182 -0.316 -0.129 -0.037 0.067 | -| phi_p | 0.008 0.004 0.012 0.011 0.003 0.003 0.020 0.043 -0.004 0.003 0.013 -0.011 1.000 0.013 -0.063 0.012 -0.011 0.013 0.862 -0.011 0.015 0.033 -0.009 -0.024 | -| bplus_1 | 0.270 0.165 0.162 -0.015 0.250 0.009 0.274 0.320 -0.162 0.085 0.123 -0.085 0.013 1.000 -0.172 0.153 -0.255 0.169 -0.057 -0.074 0.115 -0.017 -0.911 -0.030 | -| omega_s | 0.044 0.004 0.021 0.178 0.033 0.001 0.042 -0.474 -0.019 0.001 0.017 -0.022 -0.063 -0.172 1.000 0.026 -0.045 0.023 -0.011 -0.016 0.029 -0.046 0.207 0.208 | -| p3770_s | 0.400 0.609 0.444 0.005 0.310 0.150 0.663 -0.054 -0.152 0.267 0.453 -0.139 0.012 0.153 0.026 1.000 -0.378 0.351 0.014 -0.122 0.432 0.175 -0.021 -0.015 | -| Dbar_s | -0.386 -0.260 -0.348 -0.005 -0.527 -0.163 -0.477 0.095 0.191 -0.203 -0.261 0.074 -0.011 -0.255 -0.045 -0.378 1.000 -0.369 -0.032 0.048 -0.170 0.023 -0.040 0.056 | -| psi2s_p | 0.430 0.603 0.393 0.004 0.505 0.132 0.691 -0.048 -0.143 0.225 0.419 -0.215 0.013 0.169 0.023 0.351 -0.369 1.000 0.018 -0.172 0.543 0.131 -0.021 -0.026 | -| phi_s | 0.021 0.002 0.015 0.016 -0.009 0.004 0.033 -0.020 -0.009 -0.009 0.018 -0.030 0.862 -0.057 -0.011 0.014 -0.032 0.018 1.000 -0.033 0.025 0.081 0.075 -0.012 | -| p4160_s | -0.188 -0.207 0.078 -0.001 0.089 -0.076 -0.232 0.034 0.375 -0.141 -0.234 0.182 -0.011 -0.074 -0.016 -0.122 0.048 -0.172 -0.033 1.000 -0.194 -0.144 -0.032 0.081 | -| p3770_p | 0.432 0.649 0.585 0.005 0.257 0.179 0.718 -0.063 -0.221 0.316 0.587 -0.316 0.015 0.115 0.029 0.432 -0.170 0.543 0.025 -0.194 1.000 0.189 0.018 -0.040 | -| bplus_2 | -0.009 0.352 0.156 -0.008 -0.454 0.079 0.157 0.080 0.090 0.002 0.183 -0.129 0.033 -0.017 -0.046 0.175 0.023 0.131 0.081 -0.144 0.189 1.000 -0.125 -0.291 | -| bplus_0 | 0.008 -0.092 -0.028 0.018 0.008 -0.011 -0.013 -0.401 0.000 -0.051 -0.018 -0.037 -0.009 -0.911 0.207 -0.021 -0.040 -0.021 0.075 -0.032 0.018 -0.125 1.000 0.003 | -| rho_p | -0.028 -0.037 -0.022 -0.014 0.069 -0.007 -0.046 0.139 0.010 0.031 -0.031 0.067 -0.024 -0.030 0.208 -0.015 0.056 -0.026 -0.012 0.081 -0.040 -0.291 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.0259393472065503}), (, {'error': 0.04516362451601541}), (, {'error': 0.2601399647220166}), (, {'error': 0.19109502125044475}), (, {'error': 0.23799331792878475}), (, {'error': 0.09498878780107367}), (, {'error': 1.9511832268155085}), (, {'error': 0.3398792019636038}), (, {'error': 0.20495436650196208}), (, {'error': 0.1630909098907194}), (, {'error': 0.1458152103054582}), (, {'error': 0.1857268544685634}), (, {'error': 0.35602903327690827}), (, {'error': 0.056561274783505366}), (, {'error': 1.029638919129678}), (, {'error': 0.3351921616957996}), (, {'error': 0.11018197354149703}), (, {'error': 0.045932894494913334}), (, {'error': 1.6893688331183512}), (, {'error': 0.17908377373628004}), (, {'error': 0.1756715529762518}), (, {'error': 0.08115999175249233}), (, {'error': 0.028378630335688326}), (, {'error': 0.29349747991683683})]) -Toy 19/25 -Time taken: 2 h, 9 min -Projected time left: 40 min, 48 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1608 (1608 total) | -| EDM = 5.5E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297246.91794773116 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.614 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -6.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.72 | 0.21 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 4.98 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.99 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -1.76 | 0.22 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.76 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.55 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 6.2 | 1.9 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 3.25 | 0.23 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.896 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 17.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.52 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.13 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.420 | 0.031 | | | -2 | 2 | | -| 23| rho_p | -0.04 | 0.37 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.055 0.065 -0.042 -0.052 0.048 -0.167 0.095 -0.083 -0.097 0.064 -0.189 -0.003 -0.197 -0.067 0.088 0.006 -0.105 -0.026 -0.065 0.172 0.268 -0.085 -0.071 | -| jpsi_p | -0.055 1.000 -0.080 -0.028 0.251 0.059 0.181 -0.037 -0.007 0.003 -0.055 -0.029 -0.005 -0.039 -0.027 -0.076 0.052 -0.019 0.027 -0.016 0.009 -0.178 0.096 -0.068 | -| p4040_p | 0.065 -0.080 1.000 0.001 -0.314 0.022 -0.057 -0.011 0.001 0.180 0.297 -0.189 -0.000 0.025 0.003 -0.071 0.015 -0.177 0.006 0.318 0.174 0.041 -0.000 -0.004 | -| omega_p | -0.042 -0.028 0.001 1.000 0.014 -0.001 -0.015 -0.222 -0.004 0.011 0.002 0.002 0.017 -0.134 0.844 -0.002 0.000 -0.005 0.098 0.004 -0.006 -0.048 0.155 0.110 | -| Ctt | -0.052 0.251 -0.314 0.014 1.000 -0.009 -0.321 0.020 0.231 -0.075 -0.402 0.306 0.002 0.083 0.018 -0.143 -0.002 0.221 -0.051 0.227 -0.219 -0.676 0.032 0.106 | -| DDstar_s | 0.048 0.059 0.022 -0.001 -0.009 1.000 -0.002 0.004 -0.005 0.019 0.051 -0.003 -0.000 -0.014 -0.002 0.033 -0.001 0.023 -0.001 0.004 0.034 0.014 -0.001 -0.003 | -| Dbar_p | -0.167 0.181 -0.057 -0.015 -0.321 -0.002 1.000 0.052 -0.009 -0.082 0.014 -0.136 -0.001 -0.076 -0.027 -0.064 0.026 -0.045 -0.027 -0.077 0.282 0.057 -0.047 -0.009 | -| rho_s | 0.095 -0.037 -0.011 -0.222 0.020 0.004 0.052 1.000 0.033 -0.007 -0.023 0.032 0.001 0.318 -0.396 0.013 0.001 0.008 -0.072 0.034 -0.005 -0.041 -0.384 0.017 | -| p4415_s | -0.083 -0.007 0.001 -0.004 0.231 -0.005 -0.009 0.033 1.000 -0.134 -0.046 0.164 0.000 -0.015 -0.010 0.007 -0.001 0.011 -0.026 0.298 -0.074 -0.025 -0.036 0.017 | -| p4415_p | -0.097 0.003 0.180 0.011 -0.075 0.019 -0.082 -0.007 -0.134 1.000 0.313 -0.191 0.001 0.111 0.016 -0.012 0.010 -0.070 -0.015 -0.184 0.060 -0.223 -0.002 0.048 | -| p4160_p | 0.064 -0.055 0.297 0.002 -0.402 0.051 0.014 -0.023 -0.046 0.313 1.000 -0.497 -0.000 0.022 0.006 -0.019 0.031 -0.128 0.014 -0.089 0.190 0.046 0.018 -0.009 | -| p4040_s | -0.189 -0.029 -0.189 0.002 0.306 -0.003 -0.136 0.032 0.164 -0.191 -0.497 1.000 0.001 0.074 -0.001 0.082 -0.003 -0.058 -0.037 0.079 -0.139 -0.149 -0.053 0.045 | -| phi_p | -0.003 -0.005 -0.000 0.017 0.002 -0.000 -0.001 0.001 0.000 0.001 -0.000 0.001 1.000 -0.007 0.018 0.000 -0.000 -0.000 0.118 0.001 -0.001 -0.006 0.008 0.027 | -| bplus_1 | -0.197 -0.039 0.025 -0.134 0.083 -0.014 -0.076 0.318 -0.015 0.111 0.022 0.074 -0.007 1.000 -0.229 -0.032 -0.005 0.036 -0.152 0.026 -0.114 -0.176 -0.922 -0.241 | -| omega_s | -0.067 -0.027 0.003 0.844 0.018 -0.002 -0.027 -0.396 -0.010 0.016 0.006 -0.001 0.018 -0.229 1.000 -0.004 0.000 -0.007 0.134 0.001 -0.006 -0.061 0.266 0.330 | -| p3770_s | 0.088 -0.076 -0.071 -0.002 -0.143 0.033 -0.064 0.013 0.007 -0.012 -0.019 0.082 0.000 -0.032 -0.004 1.000 0.031 -0.461 -0.017 0.012 -0.229 0.065 -0.014 0.016 | -| Dbar_s | 0.006 0.052 0.015 0.000 -0.002 -0.001 0.026 0.001 -0.001 0.010 0.031 -0.003 -0.000 -0.005 0.000 0.031 1.000 0.028 -0.001 0.000 0.038 0.003 0.001 0.001 | -| psi2s_p | -0.105 -0.019 -0.177 -0.005 0.221 0.023 -0.045 0.008 0.011 -0.070 -0.128 -0.058 -0.000 0.036 -0.007 -0.461 0.028 1.000 -0.007 -0.074 0.020 -0.050 -0.017 -0.000 | -| phi_s | -0.026 0.027 0.006 0.098 -0.051 -0.001 -0.027 -0.072 -0.026 -0.015 0.014 -0.037 0.118 -0.152 0.134 -0.017 -0.001 -0.007 1.000 -0.042 0.007 0.103 0.171 0.122 | -| p4160_s | -0.065 -0.016 0.318 0.004 0.227 0.004 -0.077 0.034 0.298 -0.184 -0.089 0.079 0.001 0.026 0.001 0.012 0.000 -0.074 -0.042 1.000 -0.033 -0.179 -0.031 0.059 | -| p3770_p | 0.172 0.009 0.174 -0.006 -0.219 0.034 0.282 -0.005 -0.074 0.060 0.190 -0.139 -0.001 -0.114 -0.006 -0.229 0.038 0.020 0.007 -0.033 1.000 0.080 0.043 -0.017 | -| bplus_2 | 0.268 -0.178 0.041 -0.048 -0.676 0.014 0.057 -0.041 -0.025 -0.223 0.046 -0.149 -0.006 -0.176 -0.061 0.065 0.003 -0.050 0.103 -0.179 0.080 1.000 -0.045 -0.261 | -| bplus_0 | -0.085 0.096 -0.000 0.155 0.032 -0.001 -0.047 -0.384 -0.036 -0.002 0.018 -0.053 0.008 -0.922 0.266 -0.014 0.001 -0.017 0.171 -0.031 0.043 -0.045 1.000 0.274 | -| rho_p | -0.071 -0.068 -0.004 0.110 0.106 -0.003 -0.009 0.017 0.017 0.048 -0.009 0.045 0.027 -0.241 0.330 0.016 0.001 -0.000 0.122 0.059 -0.017 -0.261 0.274 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3420053753628043}), (, {'error': 0.024159895878399507}), (, {'error': 0.3399712155231245}), (, {'error': 0.4764414865904234}), (, {'error': 0.20843417078539406}), (, {'error': 0.026594793350838974}), (, {'error': 0.3105011359752652}), (, {'error': 0.3712910739409681}), (, {'error': 0.19196364106619346}), (, {'error': 0.21722860259452004}), (, {'error': 0.09099876441838894}), (, {'error': 0.17384519286413525}), (, {'error': 0.06660638605770952}), (, {'error': 0.061443932702491155}), (, {'error': 1.8636110388174303}), (, {'error': 0.2287003780603052}), (, {'error': 0.020735525656568943}), (, {'error': 0.031184458510613133}), (, {'error': 0.877403388993212}), (, {'error': 0.16706818492294917}), (, {'error': 0.09993288983736637}), (, {'error': 0.08589240075312787}), (, {'error': 0.03138018916611329}), (, {'error': 0.3742221497964775})]) -Toy 20/25 -Time taken: 2 h, 18 min -Projected time left: 34 min, 30 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1684 (1684 total) | -| EDM = 0.0156 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297316.7752118034 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.99 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.57 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -3.05 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.03 | 0.12 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.29 | 0.31 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -3.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.55 | 0.25 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.57 | 0.14 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -2.66 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.71 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.14 | 0.15 | | |0.00501244| 2.01499 | | -| 12| phi_p | 6.02 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.753 | 0.007 | | | -2 | 2 | | -| 14| omega_s | 6.8 | 0.7 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 1.86 | 0.20 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.30 | 0.34 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 15.5 | 0.7 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.23 | 0.13 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -3.25 | 0.11 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.25 | 0.03 | | | -2 | 2 | | -| 22| bplus_0 | 0.410 | 0.004 | | | -2 | 2 | | -| 23| rho_p | -0.4 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.391 0.390 0.001 -0.257 0.506 -0.526 0.067 -0.184 0.418 0.478 0.256 -0.005 0.319 -0.015 0.229 -0.415 0.310 0.054 0.134 0.144 0.092 0.249 -0.134 | -| jpsi_p | 0.391 1.000 0.636 0.001 -0.563 0.833 -0.749 0.076 -0.174 0.729 0.774 0.546 -0.003 0.258 -0.016 0.411 -0.755 0.604 0.077 0.340 0.205 0.169 0.167 -0.183 | -| p4040_p | 0.390 0.636 1.000 0.000 -0.480 0.717 -0.658 0.062 -0.108 0.651 0.669 0.415 -0.001 0.190 -0.010 0.295 -0.637 0.452 0.072 0.445 0.218 0.177 0.114 -0.156 | -| omega_p | 0.001 0.001 0.000 1.000 -0.000 0.001 -0.001 -0.005 -0.000 0.000 0.001 0.000 -0.003 -0.001 -0.101 -0.000 -0.001 0.000 -0.004 -0.000 0.000 -0.003 -0.002 0.021 | -| Ctt | -0.257 -0.563 -0.480 -0.000 1.000 -0.636 0.592 -0.057 0.224 -0.535 -0.595 -0.313 -0.000 -0.229 0.008 -0.239 0.677 -0.297 -0.065 -0.161 -0.139 0.059 -0.155 0.137 | -| DDstar_s | 0.506 0.833 0.717 0.001 -0.636 1.000 -0.958 0.093 -0.185 0.855 0.892 0.645 -0.003 0.300 -0.016 0.405 -0.960 0.648 0.105 0.417 0.180 0.235 0.186 -0.230 | -| Dbar_p | -0.526 -0.749 -0.658 -0.001 0.592 -0.958 1.000 -0.083 0.163 -0.808 -0.826 -0.626 0.003 -0.248 0.014 -0.359 0.916 -0.581 -0.098 -0.415 -0.083 -0.219 -0.145 0.215 | -| rho_s | 0.067 0.076 0.062 -0.005 -0.057 0.093 -0.083 1.000 -0.009 0.078 0.080 0.062 0.021 0.045 -0.308 0.033 -0.098 0.060 0.018 0.042 0.019 0.033 0.106 0.083 | -| p4415_s | -0.184 -0.174 -0.108 -0.000 0.224 -0.185 0.163 -0.009 1.000 -0.195 -0.137 -0.081 -0.000 0.052 -0.000 -0.070 0.166 -0.128 -0.022 0.050 -0.066 -0.115 0.067 0.040 | -| p4415_p | 0.418 0.729 0.651 0.000 -0.535 0.855 -0.808 0.078 -0.195 1.000 0.803 0.511 -0.001 0.249 -0.014 0.364 -0.798 0.555 0.086 0.299 0.190 0.232 0.156 -0.188 | -| p4160_p | 0.478 0.774 0.669 0.001 -0.595 0.892 -0.826 0.080 -0.137 0.803 1.000 0.477 -0.002 0.248 -0.014 0.377 -0.826 0.587 0.092 0.333 0.224 0.228 0.151 -0.202 | -| p4040_s | 0.256 0.546 0.415 0.000 -0.313 0.645 -0.626 0.062 -0.081 0.511 0.477 1.000 -0.001 0.238 -0.012 0.325 -0.615 0.415 0.062 0.240 0.122 0.143 0.166 -0.139 | -| phi_p | -0.005 -0.003 -0.001 -0.003 -0.000 -0.003 0.003 0.021 -0.000 -0.001 -0.002 -0.001 1.000 0.006 -0.017 0.002 0.006 -0.001 0.466 -0.000 -0.002 0.015 0.008 0.050 | -| bplus_1 | 0.319 0.258 0.190 -0.001 -0.229 0.300 -0.248 0.045 0.052 0.249 0.248 0.238 0.006 1.000 -0.006 0.116 -0.352 0.198 0.019 0.186 0.079 -0.009 -0.154 -0.021 | -| omega_s | -0.015 -0.016 -0.010 -0.101 0.008 -0.016 0.014 -0.308 -0.000 -0.014 -0.014 -0.012 -0.017 -0.006 1.000 -0.005 0.019 -0.010 0.019 -0.009 -0.005 -0.007 -0.025 0.204 | -| p3770_s | 0.229 0.411 0.295 -0.000 -0.239 0.405 -0.359 0.033 -0.070 0.364 0.377 0.325 0.002 0.116 -0.005 1.000 -0.320 0.183 0.037 0.193 -0.038 0.076 0.077 -0.079 | -| Dbar_s | -0.415 -0.755 -0.637 -0.001 0.677 -0.960 0.916 -0.098 0.166 -0.798 -0.826 -0.615 0.006 -0.352 0.019 -0.320 1.000 -0.578 -0.097 -0.393 -0.147 -0.288 -0.243 0.226 | -| psi2s_p | 0.310 0.604 0.452 0.000 -0.297 0.648 -0.581 0.060 -0.128 0.555 0.587 0.415 -0.001 0.198 -0.010 0.183 -0.578 1.000 0.067 0.245 0.132 0.113 0.125 -0.147 | -| phi_s | 0.054 0.077 0.072 -0.004 -0.065 0.105 -0.098 0.018 -0.022 0.086 0.092 0.062 0.466 0.019 0.019 0.037 -0.097 0.067 1.000 0.035 0.020 -0.030 0.002 0.055 | -| p4160_s | 0.134 0.340 0.445 -0.000 -0.161 0.417 -0.415 0.042 0.050 0.299 0.333 0.240 -0.000 0.186 -0.009 0.193 -0.393 0.245 0.035 1.000 0.070 0.112 0.143 -0.082 | -| p3770_p | 0.144 0.205 0.218 0.000 -0.139 0.180 -0.083 0.019 -0.066 0.190 0.224 0.122 -0.002 0.079 -0.005 -0.038 -0.147 0.132 0.020 0.070 1.000 0.060 0.061 -0.052 | -| bplus_2 | 0.092 0.169 0.177 -0.003 0.059 0.235 -0.219 0.033 -0.115 0.232 0.228 0.143 0.015 -0.009 -0.007 0.076 -0.288 0.113 -0.030 0.112 0.060 1.000 -0.032 0.099 | -| bplus_0 | 0.249 0.167 0.114 -0.002 -0.155 0.186 -0.145 0.106 0.067 0.156 0.151 0.166 0.008 -0.154 -0.025 0.077 -0.243 0.125 0.002 0.143 0.061 -0.032 1.000 -0.013 | -| rho_p | -0.134 -0.183 -0.156 0.021 0.137 -0.230 0.215 0.083 0.040 -0.188 -0.202 -0.139 0.050 -0.021 0.204 -0.079 0.226 -0.147 0.055 -0.082 -0.052 0.099 -0.013 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17229531351037375}), (, {'error': 0.035845505041499415}), (, {'error': 0.16528983851909684}), (, {'error': 0.0956198030304698}), (, {'error': 0.11951311741472159}), (, {'error': 0.30561206781919775}), (, {'error': 0.9238344608116436}), (, {'error': 0.24513512914920685}), (, {'error': 0.13818383259212297}), (, {'error': 0.19633954268654996}), (, {'error': 0.14888741691515306}), (, {'error': 0.15057696421019096}), (, {'error': 0.16365985168134856}), (, {'error': 0.0074161088613045045}), (, {'error': 0.6988700991674288}), (, {'error': 0.20150800302632077}), (, {'error': 0.33527702707649665}), (, {'error': 0.032463813300315}), (, {'error': 0.7422309348588376}), (, {'error': 0.12778064277522772}), (, {'error': 0.11099519722072326}), (, {'error': 0.033887883138362884}), (, {'error': 0.003940070631730297}), (, {'error': 0.49362534511800815})]) -Toy 21/25 -Time taken: 2 h, 27 min -Projected time left: 28 min, 4 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1326 (1326 total) | -| EDM = 0.000645 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297122.65096799826 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.59 | 0.06 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.55 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | -5.84 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.09 | 0.12 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -2.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.40 | 0.15 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.94 | 0.27 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.04 | 0.19 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.87 | 0.20 | | |0.00501244| 2.01499 | | -| 12| phi_p | -0.25 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.819 | 0.011 | | | -2 | 2 | | -| 14| omega_s | 9.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.60 | 0.27 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 17.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.93 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.14 | 0.04 | | | -2 | 2 | | -| 22| bplus_0 | -0.398 | 0.006 | | | -2 | 2 | | -| 23| rho_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.937 -0.773 0.030 0.440 0.325 -0.953 0.087 -0.116 -0.886 -0.917 -0.747 -0.028 -0.477 -0.025 -0.702 -0.116 -0.814 -0.091 -0.626 -0.372 -0.078 -0.525 -0.101 | -| jpsi_p | -0.937 1.000 0.738 -0.028 -0.452 -0.308 0.856 -0.076 0.094 0.837 0.874 0.702 0.025 0.442 0.021 0.691 0.116 0.786 0.077 0.580 0.359 0.101 0.471 0.095 | -| p4040_p | -0.773 0.738 1.000 -0.023 -0.410 -0.242 0.689 -0.061 0.118 0.718 0.731 0.531 0.023 0.385 0.019 0.536 0.080 0.598 0.067 0.626 0.366 0.040 0.422 0.085 | -| omega_p | 0.030 -0.028 -0.023 1.000 0.021 0.017 -0.026 0.144 0.006 -0.025 -0.030 -0.015 0.012 -0.009 0.437 -0.019 0.005 -0.024 0.007 -0.009 -0.016 -0.038 -0.054 -0.392 | -| Ctt | 0.440 -0.452 -0.410 0.021 1.000 0.151 -0.474 0.050 0.109 -0.403 -0.470 -0.207 -0.012 -0.214 -0.012 -0.318 -0.112 -0.233 -0.050 -0.172 -0.166 -0.397 -0.187 -0.050 | -| DDstar_s | 0.325 -0.308 -0.242 0.017 0.151 1.000 -0.314 0.033 -0.075 -0.291 -0.280 -0.272 -0.009 -0.231 -0.009 -0.216 -0.065 -0.268 -0.033 -0.230 -0.072 -0.016 -0.257 -0.054 | -| Dbar_p | -0.953 0.856 0.689 -0.026 -0.474 -0.314 1.000 -0.079 0.122 0.823 0.839 0.709 0.025 0.428 0.023 0.606 0.124 0.736 0.082 0.591 0.308 0.034 0.477 0.089 | -| rho_s | 0.087 -0.076 -0.061 0.144 0.050 0.033 -0.079 1.000 -0.001 -0.068 -0.080 -0.049 0.045 -0.079 0.023 -0.051 -0.002 -0.070 0.070 -0.031 -0.046 -0.181 -0.103 -0.118 | -| p4415_s | -0.116 0.094 0.118 0.006 0.109 -0.075 0.122 -0.001 1.000 0.056 0.116 0.133 0.005 -0.054 0.002 0.089 0.004 0.093 0.004 0.234 0.017 0.097 -0.073 -0.012 | -| p4415_p | -0.886 0.837 0.718 -0.025 -0.403 -0.291 0.823 -0.068 0.056 1.000 0.856 0.617 0.027 0.432 0.022 0.633 0.094 0.714 0.076 0.507 0.364 0.021 0.476 0.093 | -| p4160_p | -0.917 0.874 0.731 -0.030 -0.470 -0.280 0.839 -0.080 0.116 0.856 1.000 0.595 0.025 0.466 0.023 0.652 0.114 0.744 0.083 0.548 0.390 0.051 0.516 0.100 | -| p4040_s | -0.747 0.702 0.531 -0.015 -0.207 -0.272 0.709 -0.049 0.133 0.617 0.595 1.000 0.024 0.305 0.018 0.575 0.067 0.600 0.060 0.422 0.271 0.066 0.326 0.066 | -| phi_p | -0.028 0.025 0.023 0.012 -0.012 -0.009 0.025 0.045 0.005 0.027 0.025 0.024 1.000 0.007 -0.020 0.022 0.005 0.023 0.543 0.022 0.007 -0.030 -0.001 0.009 | -| bplus_1 | -0.477 0.442 0.385 -0.009 -0.214 -0.231 0.428 -0.079 -0.054 0.432 0.466 0.305 0.007 1.000 0.012 0.324 -0.011 0.380 0.044 0.238 0.197 -0.061 -0.207 0.008 | -| omega_s | -0.025 0.021 0.019 0.437 -0.012 -0.009 0.023 0.023 0.002 0.022 0.023 0.018 -0.020 0.012 1.000 0.017 0.002 0.020 0.007 0.015 0.009 0.007 0.015 0.053 | -| p3770_s | -0.702 0.691 0.536 -0.019 -0.318 -0.216 0.606 -0.051 0.089 0.633 0.652 0.575 0.022 0.324 0.017 1.000 0.076 0.481 0.057 0.455 0.154 0.057 0.356 0.076 | -| Dbar_s | -0.116 0.116 0.080 0.005 -0.112 -0.065 0.124 -0.002 0.004 0.094 0.114 0.067 0.005 -0.011 0.002 0.076 1.000 0.095 0.006 0.049 0.125 -0.016 -0.012 -0.006 | -| psi2s_p | -0.814 0.786 0.598 -0.024 -0.233 -0.268 0.736 -0.070 0.093 0.714 0.744 0.600 0.023 0.380 0.020 0.481 0.095 1.000 0.072 0.483 0.334 0.083 0.415 0.080 | -| phi_s | -0.091 0.077 0.067 0.007 -0.050 -0.033 0.082 0.070 0.004 0.076 0.083 0.060 0.543 0.044 0.007 0.057 0.006 0.072 1.000 0.045 0.034 0.065 0.061 0.021 | -| p4160_s | -0.626 0.580 0.626 -0.009 -0.172 -0.230 0.591 -0.031 0.234 0.507 0.548 0.422 0.022 0.238 0.015 0.455 0.049 0.483 0.045 1.000 0.247 0.016 0.256 0.053 | -| p3770_p | -0.372 0.359 0.366 -0.016 -0.166 -0.072 0.308 -0.046 0.017 0.364 0.390 0.271 0.007 0.197 0.009 0.154 0.125 0.334 0.034 0.247 1.000 0.003 0.240 0.046 | -| bplus_2 | -0.078 0.101 0.040 -0.038 -0.397 -0.016 0.034 -0.181 0.097 0.021 0.051 0.066 -0.030 -0.061 0.007 0.057 -0.016 0.083 0.065 0.016 0.003 1.000 -0.171 -0.034 | -| bplus_0 | -0.525 0.471 0.422 -0.054 -0.187 -0.257 0.477 -0.103 -0.073 0.476 0.516 0.326 -0.001 -0.207 0.015 0.356 -0.012 0.415 0.061 0.256 0.240 -0.171 1.000 0.146 | -| rho_p | -0.101 0.095 0.085 -0.392 -0.050 -0.054 0.089 -0.118 -0.012 0.093 0.100 0.066 0.009 0.008 0.053 0.076 -0.006 0.080 0.021 0.053 0.046 -0.034 0.146 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 10.927614835980934}), (, {'error': 0.05838227211745073}), (, {'error': 0.26938713785354196}), (, {'error': 0.23376812960816729}), (, {'error': 0.11766771790535957}), (, {'error': 0.044411818842431006}), (, {'error': 0.741726409509794}), (, {'error': 0.36418974883580657}), (, {'error': 0.1527179447549435}), (, {'error': 0.2749120444040445}), (, {'error': 0.18589584727560116}), (, {'error': 0.1984826273740139}), (, {'error': 0.18712034161040014}), (, {'error': 0.011393368013412397}), (, {'error': 0.8007620875651025}), (, {'error': 0.27202730926769325}), (, {'error': 0.0525021943183257}), (, {'error': 0.04622031071913302}), (, {'error': 0.935994691870361}), (, {'error': 0.16641545840949656}), (, {'error': 0.09990395444557043}), (, {'error': 0.04268951692296197}), (, {'error': 0.006092889470634466}), (, {'error': 0.3454991226631421})]) -Toy 22/25 -Time taken: 2 h, 35 min -Projected time left: 21 min, 12 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=882 (882 total) | -| EDM = 4.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297249.6579586642 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.9 | 1.6 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.53 | 0.14 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | -0.17 | 0.35 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | 1.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.37 | 0.30 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.62 | 0.21 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.89 | 0.30 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.93 | 0.23 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.005 | 0.023 | | |0.00501244| 2.01499 | | -| 12| phi_p | -0.71 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.803 | 0.030 | | | -2 | 2 | | -| 14| omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 16.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.20 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.77 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.29 | 0.07 | | | -2 | 2 | | -| 22| bplus_0 | -0.425 | 0.015 | | | -2 | 2 | | -| 23| rho_p | 5.76 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.860 -0.056 0.001 0.390 0.957 0.806 0.328 -0.559 0.163 0.898 0.093 0.075 -0.891 -0.139 0.841 0.781 0.730 -0.076 -0.423 0.809 0.600 -0.872 0.014 | -| jpsi_p | 0.860 1.000 -0.055 0.001 0.231 0.918 0.717 0.294 -0.527 0.183 0.871 0.087 0.071 -0.811 -0.127 0.810 0.664 0.732 -0.078 -0.396 0.764 0.588 -0.800 0.023 | -| p4040_p | -0.056 -0.055 1.000 -0.000 -0.019 -0.060 -0.053 -0.019 0.030 -0.015 -0.054 -0.210 -0.005 0.051 0.008 -0.053 -0.046 -0.042 0.005 0.010 -0.052 -0.034 0.051 -0.002 | -| omega_p | 0.001 0.001 -0.000 1.000 0.000 0.001 0.001 0.007 -0.000 -0.000 0.001 0.000 0.001 -0.001 -0.108 0.001 0.001 0.001 -0.001 -0.001 0.001 0.002 -0.001 0.030 | -| Ctt | 0.390 0.231 -0.019 0.000 1.000 0.356 0.477 0.112 -0.086 0.125 0.277 0.020 0.027 -0.282 -0.052 0.265 0.309 0.413 -0.044 0.059 0.245 -0.137 -0.280 0.028 | -| DDstar_s | 0.957 0.918 -0.060 0.001 0.356 1.000 0.775 0.324 -0.564 0.200 0.938 0.095 0.077 -0.883 -0.137 0.866 0.796 0.775 -0.073 -0.415 0.831 0.607 -0.864 0.013 | -| Dbar_p | 0.806 0.717 -0.053 0.001 0.477 0.775 1.000 0.236 -0.477 0.204 0.758 0.077 0.056 -0.643 -0.098 0.727 0.663 0.652 -0.040 -0.323 0.581 0.531 -0.624 -0.010 | -| rho_s | 0.328 0.294 -0.019 0.007 0.112 0.324 0.236 1.000 -0.169 0.050 0.298 0.030 0.032 -0.282 -0.411 0.277 0.255 0.248 -0.000 -0.134 0.275 0.233 -0.338 0.144 | -| p4415_s | -0.559 -0.527 0.030 -0.000 -0.086 -0.564 -0.477 -0.169 1.000 -0.190 -0.533 -0.057 -0.043 0.454 0.072 -0.494 -0.449 -0.416 0.040 0.456 -0.494 -0.265 0.447 -0.014 | -| p4415_p | 0.163 0.183 -0.015 -0.000 0.125 0.200 0.204 0.050 -0.190 1.000 0.255 0.027 0.018 -0.142 -0.022 0.189 0.160 0.136 -0.030 -0.185 0.171 0.002 -0.148 0.037 | -| p4160_p | 0.898 0.871 -0.054 0.001 0.277 0.938 0.758 0.298 -0.533 0.255 1.000 0.095 0.072 -0.814 -0.126 0.822 0.717 0.710 -0.070 -0.421 0.800 0.552 -0.797 0.017 | -| p4040_s | 0.093 0.087 -0.210 0.000 0.020 0.095 0.077 0.030 -0.057 0.027 0.095 1.000 0.007 -0.082 -0.013 0.080 0.072 0.070 -0.007 -0.024 0.083 0.057 -0.081 0.001 | -| phi_p | 0.075 0.071 -0.005 0.001 0.027 0.077 0.056 0.032 -0.043 0.018 0.072 0.007 1.000 -0.071 -0.027 0.067 0.057 0.060 0.281 -0.027 0.063 0.028 -0.079 0.068 | -| bplus_1 | -0.891 -0.811 0.051 -0.001 -0.282 -0.883 -0.643 -0.282 0.454 -0.142 -0.814 -0.082 -0.071 1.000 0.117 -0.770 -0.689 -0.679 0.069 0.345 -0.753 -0.602 0.667 -0.034 | -| omega_s | -0.139 -0.127 0.008 -0.108 -0.052 -0.137 -0.098 -0.411 0.072 -0.022 -0.126 -0.013 -0.027 0.117 1.000 -0.119 -0.108 -0.106 0.038 0.055 -0.118 -0.096 0.140 0.184 | -| p3770_s | 0.841 0.810 -0.053 0.001 0.265 0.866 0.727 0.277 -0.494 0.189 0.822 0.080 0.067 -0.770 -0.119 1.000 0.647 0.558 -0.070 -0.340 0.677 0.530 -0.752 0.021 | -| Dbar_s | 0.781 0.664 -0.046 0.001 0.309 0.796 0.663 0.255 -0.449 0.160 0.717 0.072 0.057 -0.689 -0.108 0.647 1.000 0.568 -0.054 -0.309 0.590 0.469 -0.671 0.003 | -| psi2s_p | 0.730 0.732 -0.042 0.001 0.413 0.775 0.652 0.248 -0.416 0.136 0.710 0.070 0.060 -0.679 -0.106 0.558 0.568 1.000 -0.060 -0.326 0.664 0.467 -0.665 0.015 | -| phi_s | -0.076 -0.078 0.005 -0.001 -0.044 -0.073 -0.040 -0.000 0.040 -0.030 -0.070 -0.007 0.281 0.069 0.038 -0.070 -0.054 -0.060 1.000 0.009 -0.063 0.032 0.084 0.058 | -| p4160_s | -0.423 -0.396 0.010 -0.001 0.059 -0.415 -0.323 -0.134 0.456 -0.185 -0.421 -0.024 -0.027 0.345 0.055 -0.340 -0.309 -0.326 0.009 1.000 -0.371 -0.317 0.333 0.028 | -| p3770_p | 0.809 0.764 -0.052 0.001 0.245 0.831 0.581 0.275 -0.494 0.171 0.800 0.083 0.063 -0.753 -0.118 0.677 0.590 0.664 -0.063 -0.371 1.000 0.495 -0.731 0.006 | -| bplus_2 | 0.600 0.588 -0.034 0.002 -0.137 0.607 0.531 0.233 -0.265 0.002 0.552 0.057 0.028 -0.602 -0.096 0.530 0.469 0.467 0.032 -0.317 0.495 1.000 -0.602 -0.163 | -| bplus_0 | -0.872 -0.800 0.051 -0.001 -0.280 -0.864 -0.624 -0.338 0.447 -0.148 -0.797 -0.081 -0.079 0.667 0.140 -0.752 -0.671 -0.665 0.084 0.333 -0.731 -0.602 1.000 -0.033 | -| rho_p | 0.014 0.023 -0.002 0.030 0.028 0.013 -0.010 0.144 -0.014 0.037 0.017 0.001 0.068 -0.034 0.184 0.021 0.003 0.015 0.058 0.028 0.006 -0.163 -0.033 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.6088881132614032}), (, {'error': 0.05452403277180551}), (, {'error': 8.858705639234973}), (, {'error': 0.1477558609718157}), (, {'error': 0.13523087894580887}), (, {'error': 0.3540589407344206}), (, {'error': 0.45416102639802425}), (, {'error': 0.3017108851135669}), (, {'error': 0.2129334508467786}), (, {'error': 0.2991223282490294}), (, {'error': 0.2273131500067791}), (, {'error': 0.022539771274172928}), (, {'error': 0.1453649705694806}), (, {'error': 0.030499696383030628}), (, {'error': 0.9312602903285563}), (, {'error': 0.41125309173450697}), (, {'error': 0.43806010785231475}), (, {'error': 0.04365567740607812}), (, {'error': 0.8466727883331258}), (, {'error': 0.15345196127860605}), (, {'error': 0.19416988677715175}), (, {'error': 0.0684124536418651}), (, {'error': 0.014665433025234709}), (, {'error': 0.24866410521771254})]) -Toy 23/25 -Time taken: 2 h, 42 min -Projected time left: 14 min, 6 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1464 (1464 total) | -| EDM = 0.000143 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297410.3616346816 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | 3.29 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.59 | 0.18 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -3.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 0.126 | 0.019 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.09 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.78 | 0.19 | | |0.00501244| 2.01499 | | -| 12| phi_p | 6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 14| omega_s | 7.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.57 | 0.26 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | -0.30 | 0.44 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 18.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 1.96 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | -2.63 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | 0.10 | 0.09 | | | -2 | 2 | | -| 22| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.041 -0.104 -0.020 0.070 0.223 0.447 -0.119 -0.007 -0.003 -0.272 0.146 0.006 0.266 0.042 -0.170 -0.011 0.032 0.010 0.005 -0.093 -0.319 0.088 0.014 | -| jpsi_p | -0.041 1.000 0.140 0.013 -0.402 -0.137 0.606 0.100 0.007 0.000 0.390 -0.195 -0.003 -0.018 -0.050 0.355 0.191 0.277 -0.051 -0.160 0.446 0.348 -0.182 -0.009 | -| p4040_p | -0.104 0.140 1.000 0.002 -0.111 -0.140 0.090 0.045 0.003 -0.004 0.037 -0.233 -0.002 0.014 -0.028 0.112 0.184 -0.105 -0.034 0.293 0.206 0.024 -0.075 -0.001 | -| omega_p | -0.020 0.013 0.002 1.000 -0.011 0.000 -0.004 0.153 -0.000 0.000 0.006 -0.003 0.009 0.051 -0.482 0.003 -0.004 0.002 -0.038 -0.004 0.004 0.027 -0.063 -0.010 | -| Ctt | 0.070 -0.402 -0.111 -0.011 1.000 0.034 -0.197 -0.007 -0.006 -0.004 -0.386 0.389 0.003 0.119 -0.027 -0.205 0.165 0.187 -0.049 0.244 -0.243 -0.715 0.039 0.010 | -| DDstar_s | 0.223 -0.137 -0.140 0.000 0.034 1.000 0.170 0.004 -0.007 0.003 -0.168 0.015 0.001 0.010 -0.005 -0.071 0.070 -0.067 -0.007 -0.056 0.011 -0.053 -0.005 0.001 | -| Dbar_p | 0.447 0.606 0.090 -0.004 -0.197 0.170 1.000 0.032 0.003 -0.002 0.270 -0.138 -0.005 0.035 -0.020 0.286 0.124 0.334 -0.031 -0.151 0.547 0.102 -0.080 -0.000 | -| rho_s | -0.119 0.100 0.045 0.153 -0.007 0.004 0.032 1.000 0.001 -0.001 0.046 -0.005 -0.026 0.315 -0.435 0.055 -0.023 0.037 -0.062 0.024 0.040 -0.004 -0.412 -0.054 | -| p4415_s | -0.007 0.007 0.003 -0.000 -0.006 -0.007 0.003 0.001 1.000 -0.011 0.015 -0.011 -0.000 0.001 -0.001 0.005 0.005 0.000 -0.001 -0.010 0.009 -0.002 -0.002 -0.000 | -| p4415_p | -0.003 0.000 -0.004 0.000 -0.004 0.003 -0.002 -0.001 -0.011 1.000 -0.004 0.002 0.000 -0.002 0.001 -0.001 -0.002 -0.000 0.001 -0.005 -0.000 0.002 0.002 -0.000 | -| p4160_p | -0.272 0.390 0.037 0.006 -0.386 -0.168 0.270 0.046 0.015 -0.004 1.000 -0.495 -0.003 -0.084 -0.017 0.223 0.173 0.064 -0.011 -0.156 0.405 0.220 -0.056 -0.005 | -| p4040_s | 0.146 -0.195 -0.233 -0.003 0.389 0.015 -0.138 -0.005 -0.011 0.002 -0.495 1.000 0.001 0.055 -0.006 -0.017 -0.077 0.029 -0.013 -0.171 -0.261 -0.179 0.005 0.003 | -| phi_p | 0.006 -0.003 -0.002 0.009 0.003 0.001 -0.005 -0.026 -0.000 0.000 -0.003 0.001 1.000 -0.017 0.024 -0.003 -0.001 -0.002 -0.421 0.000 -0.003 -0.002 0.023 -0.001 | -| bplus_1 | 0.266 -0.018 0.014 0.051 0.119 0.010 0.035 0.315 0.001 -0.002 -0.084 0.055 -0.017 1.000 -0.133 -0.089 0.034 -0.012 -0.100 0.055 -0.131 -0.271 -0.888 -0.036 | -| omega_s | 0.042 -0.050 -0.028 -0.482 -0.027 -0.005 -0.020 -0.435 -0.001 0.001 -0.017 -0.006 0.024 -0.133 1.000 -0.030 0.013 -0.023 0.051 -0.028 -0.018 0.059 0.169 0.063 | -| p3770_s | -0.170 0.355 0.112 0.003 -0.205 -0.071 0.286 0.055 0.005 -0.001 0.223 -0.017 -0.003 -0.089 -0.030 1.000 0.202 -0.192 -0.032 -0.038 0.128 0.189 -0.069 -0.003 | -| Dbar_s | -0.011 0.191 0.184 -0.004 0.165 0.070 0.124 -0.023 0.005 -0.002 0.173 -0.077 -0.001 0.034 0.013 0.202 1.000 0.179 0.010 0.027 0.067 0.053 0.010 0.001 | -| psi2s_p | 0.032 0.277 -0.105 0.002 0.187 -0.067 0.334 0.037 0.000 -0.000 0.064 0.029 -0.002 -0.012 -0.023 -0.192 0.179 1.000 -0.026 -0.111 0.246 0.014 -0.051 -0.001 | -| phi_s | 0.010 -0.051 -0.034 -0.038 -0.049 -0.007 -0.031 -0.062 -0.001 0.001 -0.011 -0.013 -0.421 -0.100 0.051 -0.032 0.010 -0.026 1.000 -0.041 -0.015 0.111 0.119 0.012 | -| p4160_s | 0.005 -0.160 0.293 -0.004 0.244 -0.056 -0.151 0.024 -0.010 -0.005 -0.156 -0.171 0.000 0.055 -0.028 -0.038 0.027 -0.111 -0.041 1.000 -0.093 -0.222 -0.033 0.004 | -| p3770_p | -0.093 0.446 0.206 0.004 -0.243 0.011 0.547 0.040 0.009 -0.000 0.405 -0.261 -0.003 -0.131 -0.018 0.128 0.067 0.246 -0.015 -0.093 1.000 0.205 -0.032 -0.004 | -| bplus_2 | -0.319 0.348 0.024 0.027 -0.715 -0.053 0.102 -0.004 -0.002 0.002 0.220 -0.179 -0.002 -0.271 0.059 0.189 0.053 0.014 0.111 -0.222 0.205 1.000 -0.013 -0.021 | -| bplus_0 | 0.088 -0.182 -0.075 -0.063 0.039 -0.005 -0.080 -0.412 -0.002 0.002 -0.056 0.005 0.023 -0.888 0.169 -0.069 0.010 -0.051 0.119 -0.033 -0.032 -0.013 1.000 0.046 | -| rho_p | 0.014 -0.009 -0.001 -0.010 0.010 0.001 -0.000 -0.054 -0.000 -0.000 -0.005 0.003 -0.001 -0.036 0.063 -0.003 0.001 -0.001 0.012 0.004 -0.004 -0.021 0.046 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5708439596235964}), (, {'error': 0.03382161868550426}), (, {'error': 0.22519285888382612}), (, {'error': 0.2142265835072683}), (, {'error': 0.18174911500695423}), (, {'error': 0.40418361801843106}), (, {'error': 0.6327739751875279}), (, {'error': 0.38555712118717816}), (, {'error': 0.018568825216432022}), (, {'error': 0.10919568610893204}), (, {'error': 0.12632997912768573}), (, {'error': 0.18699400782032582}), (, {'error': 0.28376205932944476}), (, {'error': 0.0633051088849299}), (, {'error': 1.0230324745512136}), (, {'error': 0.26107568466491426}), (, {'error': 0.4434355573468657}), (, {'error': 0.033856470605281075}), (, {'error': 0.9212086649150564}), (, {'error': 0.16595597548030339}), (, {'error': 0.14891802919743058}), (, {'error': 0.08631450796767037}), (, {'error': 0.03236633631848129}), (, {'error': 0.07015813715044317})]) -Toy 24/25 -Time taken: 2 h, 51 min -Projected time left: 7 min, 7 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=2134 (2134 total) | -| EDM = 0.000335 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297325.81517696765 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.2 | 1.5 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | p4040_p | -2.65 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.32 | 0.31 | | | -1.5 | 1.5 | | -| 5 | DDstar_s | 0.30 | 0.49 | | | -0.3 | 0.3 | | -| 6 | Dbar_p | -5.5 | 1.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.79 | 0.30 | | |0.0253049| 2.0747 | | -| 8 | p4415_s | 1.05 | 0.19 | | |0.126447 | 2.35355 | | -| 9 | p4415_p | 3.80 | 0.24 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.10 | 0.16 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 12| phi_p | 5.85 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| bplus_1 | -0.906 | 0.024 | | | -2 | 2 | | -| 14| omega_s | 6.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 15| p3770_s | 2.69 | 0.26 | | |0.918861 | 4.08114 | | -| 16| Dbar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| phi_s | 17.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| p4160_s | 2.22 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| p3770_p | 3.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| bplus_2 | -0.17 | 0.07 | | | -2 | 2 | | -| 22| bplus_0 | 0.457 | 0.011 | | | -2 | 2 | | -| 23| rho_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p jpsi_p p4040_p omega_p Ctt DDstar_s Dbar_p rho_s p4415_s p4415_p p4160_p p4040_s phi_p bplus_1 omega_s p3770_s Dbar_s psi2s_p phi_s p4160_s p3770_p bplus_2 bplus_0 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.718 -0.161 0.000 0.802 0.760 0.912 -0.097 -0.025 -0.535 -0.674 -0.175 -0.019 -0.406 0.043 0.153 0.474 -0.058 0.021 -0.098 -0.407 0.062 -0.275 0.007 | -| jpsi_p | -0.718 1.000 0.322 0.000 -0.601 -0.517 -0.487 0.046 -0.058 0.497 0.686 0.073 0.013 0.241 -0.030 0.141 -0.331 0.265 -0.023 0.054 0.433 -0.209 0.183 -0.004 | -| p4040_p | -0.161 0.322 1.000 -0.000 -0.121 -0.052 0.057 -0.021 -0.029 0.311 0.372 -0.178 0.006 -0.066 -0.001 0.158 0.064 0.094 -0.006 0.339 0.290 -0.054 -0.026 -0.002 | -| omega_p | 0.000 0.000 -0.000 1.000 -0.000 0.000 -0.000 0.016 0.000 -0.000 -0.000 0.000 0.000 -0.000 -0.076 -0.000 -0.000 -0.000 -0.002 -0.000 -0.000 -0.000 0.001 -0.001 | -| Ctt | 0.802 -0.601 -0.121 -0.000 1.000 0.651 0.828 -0.089 0.071 -0.372 -0.577 0.030 -0.017 -0.425 0.024 0.179 0.547 0.160 -0.003 0.069 -0.328 0.370 -0.282 -0.000 | -| DDstar_s | 0.760 -0.517 -0.052 0.000 0.651 1.000 0.757 -0.047 -0.060 -0.404 -0.433 -0.208 -0.012 -0.184 0.027 0.198 0.466 -0.008 0.017 -0.113 -0.194 -0.034 -0.129 0.006 | -| Dbar_p | 0.912 -0.487 0.057 -0.000 0.828 0.757 1.000 -0.118 -0.073 -0.365 -0.448 -0.179 -0.014 -0.467 0.050 0.346 0.571 0.149 0.028 -0.053 -0.266 0.008 -0.317 0.008 | -| rho_s | -0.097 0.046 -0.021 0.016 -0.089 -0.047 -0.118 1.000 0.034 0.028 0.031 0.034 0.024 0.010 -0.394 -0.043 -0.095 -0.023 0.031 0.018 0.033 -0.000 0.175 -0.073 | -| p4415_s | -0.025 -0.058 -0.029 0.000 0.071 -0.060 -0.073 0.034 1.000 -0.150 -0.098 0.194 0.001 0.159 -0.009 -0.038 -0.051 -0.019 -0.003 0.320 -0.076 -0.098 0.107 -0.000 | -| p4415_p | -0.535 0.497 0.311 -0.000 -0.372 -0.404 -0.365 0.028 -0.150 1.000 0.611 -0.071 0.011 0.104 -0.026 0.050 -0.153 0.117 -0.025 -0.013 0.336 0.054 0.089 -0.008 | -| p4160_p | -0.674 0.686 0.372 -0.000 -0.577 -0.433 -0.448 0.031 -0.098 0.611 1.000 -0.218 0.015 0.150 -0.019 0.068 -0.265 0.168 -0.009 0.001 0.482 -0.087 0.112 -0.003 | -| p4040_s | -0.175 0.073 -0.178 0.000 0.030 -0.208 -0.179 0.034 0.194 -0.071 -0.218 1.000 0.003 0.125 -0.022 0.052 -0.028 0.011 -0.022 -0.003 -0.035 0.045 0.097 -0.006 | -| phi_p | -0.019 0.013 0.006 0.000 -0.017 -0.012 -0.014 0.024 0.001 0.011 0.015 0.003 1.000 0.006 -0.054 0.001 -0.010 0.004 0.493 0.002 0.008 -0.006 0.017 -0.015 | -| bplus_1 | -0.406 0.241 -0.066 -0.000 -0.425 -0.184 -0.467 0.010 0.159 0.104 0.150 0.125 0.006 1.000 -0.014 -0.144 -0.383 -0.068 -0.010 0.051 0.149 -0.243 -0.416 -0.008 | -| omega_s | 0.043 -0.030 -0.001 -0.076 0.024 0.027 0.050 -0.394 -0.009 -0.026 -0.019 -0.022 -0.054 -0.014 1.000 0.009 0.040 0.006 -0.001 -0.022 -0.016 -0.074 -0.053 -0.035 | -| p3770_s | 0.153 0.141 0.158 -0.000 0.179 0.198 0.346 -0.043 -0.038 0.050 0.068 0.052 0.001 -0.144 0.009 1.000 0.212 -0.020 -0.002 0.039 -0.140 -0.094 -0.072 -0.000 | -| Dbar_s | 0.474 -0.331 0.064 -0.000 0.547 0.466 0.571 -0.095 -0.051 -0.153 -0.265 -0.028 -0.010 -0.383 0.040 0.212 1.000 0.085 0.024 0.047 -0.361 0.041 -0.266 0.007 | -| psi2s_p | -0.058 0.265 0.094 -0.000 0.160 -0.008 0.149 -0.023 -0.019 0.117 0.168 0.011 0.004 -0.068 0.006 -0.020 0.085 1.000 0.004 -0.010 0.145 -0.057 -0.045 0.001 | -| phi_s | 0.021 -0.023 -0.006 -0.002 -0.003 0.017 0.028 0.031 -0.003 -0.025 -0.009 -0.022 0.493 -0.010 -0.001 -0.002 0.024 0.004 1.000 -0.029 -0.009 -0.119 -0.020 -0.014 | -| p4160_s | -0.098 0.054 0.339 -0.000 0.069 -0.113 -0.053 0.018 0.320 -0.013 0.001 -0.003 0.002 0.051 -0.022 0.039 0.047 -0.010 -0.029 1.000 0.030 0.088 0.061 -0.008 | -| p3770_p | -0.407 0.433 0.290 -0.000 -0.328 -0.194 -0.266 0.033 -0.076 0.336 0.482 -0.035 0.008 0.149 -0.016 -0.140 -0.361 0.145 -0.009 0.030 1.000 -0.053 0.123 -0.001 | -| bplus_2 | 0.062 -0.209 -0.054 -0.000 0.370 -0.034 0.008 -0.000 -0.098 0.054 -0.087 0.045 -0.006 -0.243 -0.074 -0.094 0.041 -0.057 -0.119 0.088 -0.053 1.000 -0.115 -0.037 | -| bplus_0 | -0.275 0.183 -0.026 0.001 -0.282 -0.129 -0.317 0.175 0.107 0.089 0.112 0.097 0.017 -0.416 -0.053 -0.072 -0.266 -0.045 -0.020 0.061 0.123 -0.115 1.000 -0.004 | -| rho_p | 0.007 -0.004 -0.002 -0.001 -0.000 0.006 0.008 -0.073 -0.000 -0.008 -0.003 -0.006 -0.015 -0.008 -0.035 -0.000 0.007 0.001 -0.014 -0.008 -0.001 -0.037 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.496789608702907}), (, {'error': 0.04445414165659711}), (, {'error': 0.2652677289566274}), (, {'error': 0.07642913565601717}), (, {'error': 0.30815213280162784}), (, {'error': 0.4940959879359445}), (, {'error': 1.3046018825143268}), (, {'error': 0.2963853589345665}), (, {'error': 0.18711359923924475}), (, {'error': 0.23614575968642804}), (, {'error': 0.15538333625949186}), (, {'error': 0.17051514583824062}), (, {'error': 0.1908754660634413}), (, {'error': 0.02357464241209417}), (, {'error': 0.7985887258790907}), (, {'error': 0.25877328302130875}), (, {'error': 0.4848804679603163}), (, {'error': 0.03507612436375407}), (, {'error': 0.8859023819107907}), (, {'error': 0.1583276979758328}), (, {'error': 0.12011096453574233}), (, {'error': 0.0682739152673294}), (, {'error': 0.010691946407500819}), (, {'error': 0.07377098047233677})]) -Toy 25/25 -Time taken: 3 h, 2 min -Projected time left: -20/25 fits converged -Mean Ctt value = -0.46081177567456094 -Mean Ctt error = 0.18168599310391081 -95 Sensitivy = 0.0002772823207572964 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247865.out b/finished fits/ff1data1/slurm-2247865.out deleted file mode 100644 index b564074..0000000 --- a/finished fits/ff1data1/slurm-2247865.out +++ /dev/null @@ -1,5613 +0,0 @@ -Simulation starting -2019-09-05 18:06:29.927348: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 18:06:30.289435: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:87:00.0 -2019-09-05 18:06:30.290093: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:06:30.293198: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:06:30.296729: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:06:30.297574: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:06:30.300890: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:06:30.303711: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:06:30.311588: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:06:30.318266: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:06:30.318862: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 18:06:30.344939: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 18:06:30.345438: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x557ae5c07cc0 executing computations on platform Host. Devices: -2019-09-05 18:06:30.345484: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 18:06:30.349458: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:87:00.0 -2019-09-05 18:06:30.349635: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:06:30.349665: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:06:30.349688: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:06:30.349710: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:06:30.349733: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:06:30.349755: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:06:30.349779: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:06:30.356506: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:06:30.356728: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:06:30.584659: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 18:06:30.584721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 18:06:30.584736: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 18:06:30.594781: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:87:00.0, compute capability: 3.7) -2019-09-05 18:06:30.597929: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x557ae6164220 executing computations on platform CUDA. Devices: -2019-09-05 18:06:30.597995: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 18:06:32.910373 139686254991104 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 18:06:32.975103 139686254991104 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 18:06:33.565804 139686254991104 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 18:06:57.815146: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 18:07:06.557636 139686254991104 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338372.8339591 Edm = 1774.18 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338372.8339591 Edm = 1774.18 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308947.114794 Edm = 15.843 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 308767.593606 Edm = 8.07576 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 308715.7299132 Edm = 95.0176 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 305356.6590252 Edm = 28.4774 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 304981.8909434 Edm = 319.328 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 304190.4906306 Edm = 90.1241 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 304166.0547296 Edm = 417.432 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 301777.4108468 Edm = 133.043 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 301640.978586 Edm = 4.87522 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 301630.7620917 Edm = 9.55914 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 301584.0925238 Edm = 42.2452 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298611.4827898 Edm = 30.8452 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 298598.928027 Edm = 44.4649 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 298006.3899569 Edm = 61.7108 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 297913.7118278 Edm = 281.98 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297818.1798624 Edm = 20.4677 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297777.1258169 Edm = 0.720042 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297776.3022616 Edm = 0.086262 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297775.8033469 Edm = 0.414538 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297697.2721468 Edm = 46.2162 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297615.6010333 Edm = 21.0084 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297595.9621947 Edm = 0.198848 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297595.5368521 Edm = 0.208989 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297592.5461531 Edm = 2.43513 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297546.2072595 Edm = 10.142 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297535.9365759 Edm = 0.862083 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297535.16788 Edm = 0.0881941 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297534.6307477 Edm = 0.390368 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297518.5765946 Edm = 9.88798 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297490.3556005 Edm = 2.42825 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297463.5645699 Edm = 59.5441 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297454.4315742 Edm = 34.0607 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297416.3896992 Edm = 26.7179 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297360.4247526 Edm = 4.591 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297356.9603293 Edm = 1.17794 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297356.53421 Edm = 0.0529254 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297356.2824663 Edm = 0.164251 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297355.6224396 Edm = 0.180512 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297354.247438 Edm = 1.17595 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297316.593368 Edm = 17.241 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297305.5901947 Edm = 2.62329 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297302.4630601 Edm = 0.152246 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297302.2846532 Edm = 0.032243 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297302.2506447 Edm = 0.0118741 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297302.1377991 Edm = 0.088152 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297301.4662846 Edm = 0.400932 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297294.9415452 Edm = 5.02868 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297264.5074824 Edm = 12.4483 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297252.7210457 Edm = 4.57958 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297247.0591524 Edm = 1.3611 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297244.6702491 Edm = 0.721819 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297243.7694507 Edm = 0.0674181 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297243.6786212 Edm = 0.0092812 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297243.6189993 Edm = 0.0511705 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297242.3511339 Edm = 1.45861 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297238.2150121 Edm = 2.75549 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297231.7343199 Edm = 10.4681 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297227.3967742 Edm = 0.869611 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297225.7735683 Edm = 0.436051 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297224.9104028 Edm = 0.147315 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297224.6934488 Edm = 0.239769 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297224.5505474 Edm = 0.0292208 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297224.5025467 Edm = 0.00799175 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297224.4938536 Edm = 0.0028216 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297224.4743326 Edm = 0.0124554 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297223.9869209 Edm = 0.437242 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297219.2984953 Edm = 1.16313 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297217.8810399 Edm = 0.133411 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297217.6888342 Edm = 0.0450658 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297217.6544474 Edm = 0.0334675 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297217.6153332 Edm = 0.00236155 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297217.6109501 Edm = 0.000742961 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297217.6060951 Edm = 0.0050336 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297217.505569 Edm = 0.108561 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297217.5004946 Edm = 0.00482768 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297217.3606839 Edm = 0.158397 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297217.3462322 Edm = 0.0139562 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297216.4522382 Edm = 0.253283 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297214.8573533 Edm = 0.196551 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297214.5995981 Edm = 0.0026167 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297214.5960583 Edm = 0.000435606 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297214.5940194 Edm = 0.00126425 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297214.5323088 Edm = 0.0534912 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297213.5317131 Edm = 0.785389 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297211.8258276 Edm = 1.1013 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297210.4054269 Edm = 0.257548 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297210.099834 Edm = 0.0224748 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297210.0734199 Edm = 0.00110308 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297210.0717061 Edm = 0.000153962 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297210.0714366 Edm = 7.67655e-05 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297210.0691918 Edm = 0.00220473 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297210.0510574 Edm = 0.016089 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297209.0332747 Edm = 0.410266 NCalls = 314 -VariableMetric: Iteration # 94 - FCN = 297207.907188 Edm = 0.27024 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297207.4610377 Edm = 0.488794 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297207.2316773 Edm = 0.0854529 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297207.0941069 Edm = 0.0701853 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297207.0164043 Edm = 0.0549553 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297206.9152715 Edm = 0.0258846 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297206.8403004 Edm = 0.0790065 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297206.3248251 Edm = 1.51604 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297206.3115428 Edm = 0.362587 NCalls = 348 -VariableMetric: Iteration # 103 - FCN = 297206.2549503 Edm = 0.0525059 NCalls = 349 -VariableMetric: Iteration # 104 - FCN = 297205.7370169 Edm = 0.650005 NCalls = 355 -VariableMetric: Iteration # 105 - FCN = 297204.7569354 Edm = 2.67228 NCalls = 360 -VariableMetric: Iteration # 106 - FCN = 297204.7110389 Edm = 0.0369696 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297204.5185578 Edm = 0.376357 NCalls = 365 -VariableMetric: Iteration # 108 - FCN = 297203.6750574 Edm = 1.00379 NCalls = 369 -VariableMetric: Iteration # 109 - FCN = 297201.5226098 Edm = 2.43342 NCalls = 374 -VariableMetric: Iteration # 110 - FCN = 297201.3425382 Edm = 0.168928 NCalls = 377 -VariableMetric: Iteration # 111 - FCN = 297197.5187696 Edm = 8.18017 NCalls = 385 -VariableMetric: Iteration # 112 - FCN = 297197.052011 Edm = 2.09246 NCalls = 390 -VariableMetric: Iteration # 113 - FCN = 297193.8444102 Edm = 11.5734 NCalls = 395 -VariableMetric: Iteration # 114 - FCN = 297193.4352244 Edm = 0.425972 NCalls = 399 -VariableMetric: Iteration # 115 - FCN = 297192.0676951 Edm = 1.58689 NCalls = 404 -VariableMetric: Iteration # 116 - FCN = 297191.8235234 Edm = 0.225081 NCalls = 407 -VariableMetric: Iteration # 117 - FCN = 297189.3412243 Edm = 2.07905 NCalls = 413 -VariableMetric: Iteration # 118 - FCN = 297187.6109897 Edm = 1.5113 NCalls = 416 -VariableMetric: Iteration # 119 - FCN = 297186.5033793 Edm = 0.272099 NCalls = 418 -VariableMetric: Iteration # 120 - FCN = 297186.2060214 Edm = 0.109571 NCalls = 420 -VariableMetric: Iteration # 121 - FCN = 297185.8981638 Edm = 0.272987 NCalls = 422 -VariableMetric: Iteration # 122 - FCN = 297185.5078225 Edm = 0.150415 NCalls = 426 -VariableMetric: Iteration # 123 - FCN = 297185.3583083 Edm = 0.127314 NCalls = 427 -VariableMetric: Iteration # 124 - FCN = 297185.2535061 Edm = 0.0515385 NCalls = 429 -VariableMetric: Iteration # 125 - FCN = 297185.1397433 Edm = 0.0537294 NCalls = 432 -VariableMetric: Iteration # 126 - FCN = 297185.0018487 Edm = 0.0401322 NCalls = 436 -VariableMetric: Iteration # 127 - FCN = 297184.9796561 Edm = 0.0200425 NCalls = 438 -VariableMetric: Iteration # 128 - FCN = 297184.9613433 Edm = 0.00446718 NCalls = 440 -VariableMetric: Iteration # 129 - FCN = 297184.9479782 Edm = 0.00726765 NCalls = 443 -VariableMetric: Iteration # 130 - FCN = 297184.9339937 Edm = 0.0094374 NCalls = 445 -VariableMetric: Iteration # 131 - FCN = 297184.9206353 Edm = 0.00392046 NCalls = 448 -VariableMetric: Iteration # 132 - FCN = 297184.9083263 Edm = 0.00746837 NCalls = 450 -VariableMetric: Iteration # 133 - FCN = 297184.8790501 Edm = 0.0383513 NCalls = 455 -VariableMetric: Iteration # 134 - FCN = 297184.8267237 Edm = 0.0986369 NCalls = 459 -VariableMetric: Iteration # 135 - FCN = 297184.7774169 Edm = 0.0174585 NCalls = 463 -VariableMetric: Iteration # 136 - FCN = 297184.751801 Edm = 0.00837385 NCalls = 465 -VariableMetric: Iteration # 137 - FCN = 297184.734965 Edm = 0.00924716 NCalls = 467 -VariableMetric: Iteration # 138 - FCN = 297184.6937269 Edm = 0.0219136 NCalls = 471 -VariableMetric: Iteration # 139 - FCN = 297184.6130683 Edm = 0.0415884 NCalls = 474 -VariableMetric: Iteration # 140 - FCN = 297184.5971432 Edm = 0.0227559 NCalls = 476 -VariableMetric: Iteration # 141 - FCN = 297184.5641108 Edm = 0.0138321 NCalls = 478 -VariableMetric: Iteration # 142 - FCN = 297184.50279 Edm = 0.0653459 NCalls = 481 -VariableMetric: Iteration # 143 - FCN = 297184.2804155 Edm = 0.304501 NCalls = 485 -VariableMetric: Iteration # 144 - FCN = 297183.7468849 Edm = 0.458496 NCalls = 490 -VariableMetric: Iteration # 145 - FCN = 297177.6379968 Edm = 4.73081 NCalls = 493 -VariableMetric: Iteration # 146 - FCN = 297174.2938006 Edm = 2.51024 NCalls = 501 -VariableMetric: Iteration # 147 - FCN = 297173.8045325 Edm = 1.36303 NCalls = 503 -VariableMetric: Iteration # 148 - FCN = 297172.0101958 Edm = 0.197719 NCalls = 506 -VariableMetric: Iteration # 149 - FCN = 297171.856759 Edm = 0.0404569 NCalls = 508 -VariableMetric: Iteration # 150 - FCN = 297171.8355991 Edm = 0.00431237 NCalls = 510 -VariableMetric: Iteration # 151 - FCN = 297171.8191984 Edm = 0.0100258 NCalls = 512 -VariableMetric: Iteration # 152 - FCN = 297171.7939153 Edm = 0.0102873 NCalls = 515 -VariableMetric: Iteration # 153 - FCN = 297171.776546 Edm = 0.00228426 NCalls = 517 -VariableMetric: Iteration # 154 - FCN = 297171.7737832 Edm = 0.000574248 NCalls = 519 -VariableMetric: Iteration # 155 - FCN = 297171.7730619 Edm = 0.00019369 NCalls = 521 -VariableMetric: Iteration # 156 - FCN = 297171.7726771 Edm = 0.000147366 NCalls = 523 -VariableMetric: Iteration # 157 - FCN = 297171.7688286 Edm = 0.00321134 NCalls = 527 -VariableMetric: Iteration # 158 - FCN = 297171.696662 Edm = 0.0879704 NCalls = 531 -VariableMetric: Iteration # 159 - FCN = 297171.5502047 Edm = 0.139066 NCalls = 536 -VariableMetric: Iteration # 160 - FCN = 297169.4536759 Edm = 0.842159 NCalls = 540 -VariableMetric: Iteration # 161 - FCN = 297168.3194595 Edm = 1.22403 NCalls = 542 -VariableMetric: Iteration # 162 - FCN = 297167.8068063 Edm = 0.100381 NCalls = 544 -VariableMetric: Iteration # 163 - FCN = 297167.6636648 Edm = 0.0152476 NCalls = 546 -VariableMetric: Iteration # 164 - FCN = 297167.6542316 Edm = 0.000815746 NCalls = 548 -VariableMetric: Iteration # 165 - FCN = 297167.6533908 Edm = 3.40917e-05 NCalls = 550 -VariableMetric: After Hessian - FCN = 297167.6533908 Edm = 0.941987 NCalls = 1031 -VariableMetric: Iteration # 166 - FCN = 297167.6533908 Edm = 0.941987 NCalls = 1031 -VariableMetric: Iteration # 167 - FCN = 297166.670908 Edm = 0.158799 NCalls = 1032 -VariableMetric: Iteration # 168 - FCN = 297166.5324394 Edm = 0.077803 NCalls = 1034 -VariableMetric: Iteration # 169 - FCN = 297166.2123302 Edm = 0.297581 NCalls = 1037 -VariableMetric: Iteration # 170 - FCN = 297166.1975589 Edm = 0.0694555 NCalls = 1039 -VariableMetric: Iteration # 171 - FCN = 297166.1487875 Edm = 0.0472627 NCalls = 1041 -VariableMetric: Iteration # 172 - FCN = 297165.7066742 Edm = 2.38543 NCalls = 1046 -VariableMetric: Iteration # 173 - FCN = 297165.2540238 Edm = 0.784065 NCalls = 1051 -VariableMetric: Iteration # 174 - FCN = 297164.881899 Edm = 0.231865 NCalls = 1057 -VariableMetric: Iteration # 175 - FCN = 297164.7293402 Edm = 0.130663 NCalls = 1059 -VariableMetric: Iteration # 176 - FCN = 297164.5262504 Edm = 0.103065 NCalls = 1062 -VariableMetric: Iteration # 177 - FCN = 297164.4512273 Edm = 0.0143949 NCalls = 1064 -VariableMetric: Iteration # 178 - FCN = 297164.4345554 Edm = 0.00263327 NCalls = 1066 -VariableMetric: Iteration # 179 - FCN = 297164.4305518 Edm = 0.0010428 NCalls = 1068 -VariableMetric: Iteration # 180 - FCN = 297164.4288695 Edm = 0.000275318 NCalls = 1070 -VariableMetric: Iteration # 181 - FCN = 297164.4284869 Edm = 4.57891e-05 NCalls = 1072 -VariableMetric: After Hessian - FCN = 297164.4284869 Edm = 0.0382061 NCalls = 1563 -VariableMetric: Iteration # 182 - FCN = 297164.4284869 Edm = 0.0382061 NCalls = 1563 -VariableMetric: Iteration # 183 - FCN = 297164.4225625 Edm = 0.161604 NCalls = 1565 -VariableMetric: Iteration # 184 - FCN = 297164.4225598 Edm = 0.651187 NCalls = 1571 -VariableMetric: Iteration # 185 - FCN = 297164.4225364 Edm = 1.06386 NCalls = 1576 -VariableMetric: Iteration # 186 - FCN = 297164.4224312 Edm = 2.96398 NCalls = 1580 -VariableMetric: Iteration # 187 - FCN = 297164.4223807 Edm = 0.0946417 NCalls = 1584 -VariableMetric: Iteration # 188 - FCN = 297164.4223665 Edm = 0.0265074 NCalls = 1588 -VariableMetric: Iteration # 189 - FCN = 297164.4223506 Edm = 0.0689342 NCalls = 1592 -VariableMetric: Iteration # 190 - FCN = 297164.4223206 Edm = 0.107523 NCalls = 1595 -VariableMetric: Iteration # 191 - FCN = 297164.4222254 Edm = 0.0806974 NCalls = 1598 -VariableMetric: Iteration # 192 - FCN = 297164.4221582 Edm = 0.120378 NCalls = 1601 -VariableMetric: Iteration # 193 - FCN = 297164.4217576 Edm = 0.32718 NCalls = 1603 -VariableMetric: Iteration # 194 - FCN = 297164.4215077 Edm = 0.27316 NCalls = 1605 -VariableMetric: Iteration # 195 - FCN = 297164.4212955 Edm = 0.0818724 NCalls = 1608 -VariableMetric: Iteration # 196 - FCN = 297164.4211544 Edm = 0.0144792 NCalls = 1611 -VariableMetric: Iteration # 197 - FCN = 297164.4210888 Edm = 0.0941479 NCalls = 1614 -VariableMetric: Iteration # 198 - FCN = 297164.4208364 Edm = 0.0167044 NCalls = 1616 -VariableMetric: Iteration # 199 - FCN = 297164.4202496 Edm = 0.0563822 NCalls = 1618 -VariableMetric: Iteration # 200 - FCN = 297164.4135594 Edm = 0.341928 NCalls = 1621 -VariableMetric: Iteration # 201 - FCN = 297164.403528 Edm = 0.107005 NCalls = 1624 -VariableMetric: Iteration # 202 - FCN = 297164.4005434 Edm = 0.013214 NCalls = 1626 -VariableMetric: Iteration # 203 - FCN = 297164.3872932 Edm = 0.0494785 NCalls = 1628 -VariableMetric: Iteration # 204 - FCN = 297164.3847434 Edm = 0.0306283 NCalls = 1630 -VariableMetric: Iteration # 205 - FCN = 297164.3773844 Edm = 0.113367 NCalls = 1632 -VariableMetric: Iteration # 206 - FCN = 297164.3675753 Edm = 0.0316095 NCalls = 1634 -VariableMetric: Iteration # 207 - FCN = 297164.3615383 Edm = 0.0106425 NCalls = 1636 -VariableMetric: Iteration # 208 - FCN = 297164.35626 Edm = 0.019209 NCalls = 1638 -VariableMetric: Iteration # 209 - FCN = 297164.352209 Edm = 0.00305713 NCalls = 1640 -VariableMetric: Iteration # 210 - FCN = 297164.3497529 Edm = 0.00166637 NCalls = 1642 -VariableMetric: Iteration # 211 - FCN = 297164.3492308 Edm = 0.000543366 NCalls = 1644 -VariableMetric: Iteration # 212 - FCN = 297164.3488172 Edm = 2.89206e-05 NCalls = 1646 -VariableMetric: After Hessian - FCN = 297164.3488172 Edm = 2.78701e-05 NCalls = 2137 -VariableMetric: Iteration # 213 - FCN = 297164.3488172 Edm = 2.78701e-05 NCalls = 2137 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 359582.0555826 Edm = 3786.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 359582.0555826 Edm = 3786.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 324960.7031043 Edm = 184.556 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 314544.2703397 Edm = 1193.97 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 302391.6296754 Edm = 6.79635e+07 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 299568.793987 Edm = 3.26303e+07 NCalls = 34 -VariableMetric: Iteration # 5 - FCN = 299568.793987 Edm = 3.26303e+07 NCalls = 45 -VariableMetric: After Hessian - FCN = 299568.793987 Edm = 43059.3 NCalls = 544 -VariableMetric: Iteration # 6 - FCN = 299568.793987 Edm = 43059.3 NCalls = 544 -VariableMetric: Iteration # 7 - FCN = 299025.4166574 Edm = 8.57909e+06 NCalls = 549 -VariableMetric: Iteration # 8 - FCN = 298967.3897615 Edm = 2692.71 NCalls = 558 -VariableMetric: Iteration # 9 - FCN = 298636.6081129 Edm = 26.2215 NCalls = 562 -VariableMetric: Iteration # 10 - FCN = 298543.4202064 Edm = 17119.2 NCalls = 565 -VariableMetric: Iteration # 11 - FCN = 298443.8543629 Edm = 518828 NCalls = 576 -VariableMetric: Iteration # 12 - FCN = 298421.6661009 Edm = 642312 NCalls = 585 -VariableMetric: Iteration # 13 - FCN = 298352.942342 Edm = 2.2152e+06 NCalls = 593 -VariableMetric: Iteration # 14 - FCN = 297969.7409989 Edm = 190515 NCalls = 601 -VariableMetric: Iteration # 15 - FCN = 297785.2731244 Edm = 80463.7 NCalls = 607 -VariableMetric: Iteration # 16 - FCN = 297702.9403836 Edm = 17158.6 NCalls = 612 -VariableMetric: Iteration # 17 - FCN = 297660.3455047 Edm = 20445.6 NCalls = 617 -VariableMetric: Iteration # 18 - FCN = 297630.5659774 Edm = 6084.56 NCalls = 624 -VariableMetric: Iteration # 19 - FCN = 297618.1451561 Edm = 4235.72 NCalls = 628 -VariableMetric: Iteration # 20 - FCN = 297578.1375174 Edm = 5874.07 NCalls = 631 -VariableMetric: Iteration # 21 - FCN = 297572.6519416 Edm = 4316.11 NCalls = 634 -VariableMetric: Iteration # 22 - FCN = 297561.4388224 Edm = 791.451 NCalls = 637 -VariableMetric: Iteration # 23 - FCN = 297559.5385676 Edm = 142.794 NCalls = 640 -VariableMetric: Iteration # 24 - FCN = 297551.5012575 Edm = 120.917 NCalls = 642 -VariableMetric: Iteration # 25 - FCN = 297551.0451849 Edm = 50.2789 NCalls = 645 -VariableMetric: Iteration # 26 - FCN = 297549.8625553 Edm = 141.597 NCalls = 647 -VariableMetric: Iteration # 27 - FCN = 297538.7457799 Edm = 68.4124 NCalls = 649 -VariableMetric: Iteration # 28 - FCN = 297510.6119443 Edm = 78.9992 NCalls = 652 -VariableMetric: Iteration # 29 - FCN = 297507.2620362 Edm = 24.232 NCalls = 654 -VariableMetric: Iteration # 30 - FCN = 297502.2011549 Edm = 31.0721 NCalls = 656 -VariableMetric: Iteration # 31 - FCN = 297498.1204409 Edm = 48.8264 NCalls = 658 -VariableMetric: Iteration # 32 - FCN = 297481.9871747 Edm = 71.7188 NCalls = 662 -VariableMetric: Iteration # 33 - FCN = 297475.7784647 Edm = 13.2571 NCalls = 665 -VariableMetric: Iteration # 34 - FCN = 297470.8963617 Edm = 23.6912 NCalls = 666 -VariableMetric: Iteration # 35 - FCN = 297467.7970887 Edm = 10.3422 NCalls = 668 -VariableMetric: Iteration # 36 - FCN = 297466.1185562 Edm = 2.34959 NCalls = 670 -VariableMetric: Iteration # 37 - FCN = 297463.4176399 Edm = 0.939671 NCalls = 672 -VariableMetric: Iteration # 38 - FCN = 297462.3295894 Edm = 0.699208 NCalls = 674 -VariableMetric: Iteration # 39 - FCN = 297461.709793 Edm = 0.2881 NCalls = 677 -VariableMetric: Iteration # 40 - FCN = 297461.2005971 Edm = 0.62407 NCalls = 679 -VariableMetric: Iteration # 41 - FCN = 297460.2904975 Edm = 1.46483 NCalls = 684 -VariableMetric: Iteration # 42 - FCN = 297459.1589663 Edm = 2.17865 NCalls = 691 -VariableMetric: Iteration # 43 - FCN = 297457.2003196 Edm = 1.85077 NCalls = 695 -VariableMetric: Iteration # 44 - FCN = 297455.9513632 Edm = 2.98443 NCalls = 698 -VariableMetric: Iteration # 45 - FCN = 297453.9184343 Edm = 1.18851 NCalls = 703 -VariableMetric: Iteration # 46 - FCN = 297452.9743968 Edm = 0.990977 NCalls = 705 -VariableMetric: Iteration # 47 - FCN = 297451.7258653 Edm = 0.549596 NCalls = 707 -VariableMetric: Iteration # 48 - FCN = 297451.3729812 Edm = 0.33265 NCalls = 709 -VariableMetric: Iteration # 49 - FCN = 297450.267337 Edm = 0.666056 NCalls = 712 -VariableMetric: Iteration # 50 - FCN = 297449.9094652 Edm = 0.665347 NCalls = 714 -VariableMetric: Iteration # 51 - FCN = 297449.6203765 Edm = 0.147595 NCalls = 716 -VariableMetric: Iteration # 52 - FCN = 297449.5182672 Edm = 0.0635304 NCalls = 717 -VariableMetric: Iteration # 53 - FCN = 297449.4499841 Edm = 0.0353951 NCalls = 719 -VariableMetric: Iteration # 54 - FCN = 297449.3733913 Edm = 0.0330933 NCalls = 721 -VariableMetric: Iteration # 55 - FCN = 297449.3330707 Edm = 0.0115208 NCalls = 723 -VariableMetric: Iteration # 56 - FCN = 297449.3194289 Edm = 0.00400502 NCalls = 725 -VariableMetric: Iteration # 57 - FCN = 297449.313241 Edm = 0.00324469 NCalls = 727 -VariableMetric: Iteration # 58 - FCN = 297449.3059022 Edm = 0.00266134 NCalls = 729 -VariableMetric: Iteration # 59 - FCN = 297449.2997035 Edm = 0.00244567 NCalls = 731 -VariableMetric: Iteration # 60 - FCN = 297449.2914172 Edm = 0.00339708 NCalls = 734 -VariableMetric: Iteration # 61 - FCN = 297449.2844696 Edm = 0.00151067 NCalls = 736 -VariableMetric: Iteration # 62 - FCN = 297449.282561 Edm = 0.000706376 NCalls = 738 -VariableMetric: Iteration # 63 - FCN = 297449.2819496 Edm = 0.000574715 NCalls = 740 -VariableMetric: Iteration # 64 - FCN = 297449.2812278 Edm = 7.60421e-05 NCalls = 742 -VariableMetric: Iteration # 65 - FCN = 297449.2810739 Edm = 4.67858e-05 NCalls = 744 -VariableMetric: After Hessian - FCN = 297449.2810739 Edm = 0.000687368 NCalls = 1279 -VariableMetric: Iteration # 66 - FCN = 297449.2810739 Edm = 0.000687368 NCalls = 1279 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300680.6174781 Edm = 6.89681 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300680.6174781 Edm = 6.89681 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299095.9381454 Edm = 16.0575 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299066.5969689 Edm = 36.0399 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298953.9572696 Edm = 42.188 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298901.6589933 Edm = 2.69545 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297585.4359573 Edm = 35.3902 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297566.3554366 Edm = 89.7041 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297549.6508766 Edm = 1.40633 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297545.1091269 Edm = 0.470441 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297491.5081189 Edm = 57.4771 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297484.5302713 Edm = 40.1009 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297480.5316213 Edm = 0.919495 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297473.0849075 Edm = 5.76077 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297389.4910279 Edm = 23.757 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297372.8139059 Edm = 0.411561 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297372.4516516 Edm = 0.0239024 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297372.2950542 Edm = 0.10826 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297352.5060474 Edm = 12.4765 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297257.5582855 Edm = 10.7525 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297240.5183879 Edm = 3.72783 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297230.0553542 Edm = 2.49501 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297225.3228451 Edm = 8.07785 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297218.0577612 Edm = 1.91505 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297215.4292708 Edm = 0.455662 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297214.7793778 Edm = 0.0937415 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297214.3969516 Edm = 0.348256 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297214.2127261 Edm = 0.610486 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297213.7204265 Edm = 1.10582 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297213.4279378 Edm = 0.580659 NCalls = 118 -VariableMetric: Iteration # 29 - FCN = 297211.5434257 Edm = 0.552832 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297210.7467997 Edm = 0.0530139 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297210.6930083 Edm = 0.00648472 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297210.6786445 Edm = 0.0137357 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297210.1188175 Edm = 0.487913 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297166.5372192 Edm = 13.5064 NCalls = 139 -VariableMetric: Iteration # 35 - FCN = 297149.4979838 Edm = 4.29532 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297148.4965965 Edm = 1.36477 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297137.6471898 Edm = 2.90594 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297135.2395698 Edm = 1.00121 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297133.9088307 Edm = 0.0576783 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297133.8508035 Edm = 0.00665766 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297133.8396264 Edm = 0.00486958 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297133.8204763 Edm = 0.0164639 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297133.5039916 Edm = 0.279769 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297115.6491275 Edm = 9.32785 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297106.6557269 Edm = 0.610438 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297106.0048744 Edm = 0.0204091 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297105.9680488 Edm = 0.00194724 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297105.961401 Edm = 0.00235788 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297105.9533947 Edm = 0.00307491 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297105.7517378 Edm = 0.198084 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297098.6018654 Edm = 1.19487 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297097.9715867 Edm = 0.111352 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297097.8724295 Edm = 0.00501066 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297097.8661344 Edm = 0.000404641 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297097.8645686 Edm = 0.000523765 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297097.8608993 Edm = 0.00250868 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297097.4469714 Edm = 0.426901 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297097.4311861 Edm = 0.0132394 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297097.2897043 Edm = 0.141052 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297095.7303808 Edm = 0.917912 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297093.1106534 Edm = 0.132124 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297092.9985375 Edm = 0.0300252 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297092.9657943 Edm = 0.00180151 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297092.9644385 Edm = 9.31346e-05 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297092.9642595 Edm = 0.000130007 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297092.9621493 Edm = 0.00199634 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297092.9293223 Edm = 0.0271375 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297092.5136231 Edm = 0.248214 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297092.0518187 Edm = 0.0437257 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297092.0339413 Edm = 0.0396793 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297092.0069784 Edm = 0.00954355 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297091.9851088 Edm = 0.00628755 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297091.9644416 Edm = 0.00770246 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297091.9535051 Edm = 0.000758445 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297091.9528855 Edm = 0.000178082 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297091.9527516 Edm = 5.85106e-05 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297091.9500164 Edm = 0.0028331 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297091.9381628 Edm = 0.0108947 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297091.6844083 Edm = 0.221851 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297091.6273968 Edm = 0.12348 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297091.1534156 Edm = 0.19884 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297090.6492966 Edm = 0.0544662 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297090.6109303 Edm = 0.0187467 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297090.5985547 Edm = 0.00312651 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297090.5951528 Edm = 0.000584852 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297090.5939127 Edm = 0.000172044 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297090.593654 Edm = 5.23067e-05 NCalls = 295 -VariableMetric: After Hessian - FCN = 297090.593654 Edm = 3.42408 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297090.593654 Edm = 3.42408 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297089.278857 Edm = 42.6559 NCalls = 778 -VariableMetric: Iteration # 90 - FCN = 297088.8501918 Edm = 1782.98 NCalls = 787 -VariableMetric: Iteration # 91 - FCN = 297088.7770578 Edm = 6483.31 NCalls = 792 -VariableMetric: Iteration # 92 - FCN = 297088.0323 Edm = 12447.1 NCalls = 796 -VariableMetric: Iteration # 93 - FCN = 297087.406784 Edm = 4910.21 NCalls = 800 -VariableMetric: Iteration # 94 - FCN = 297086.7369074 Edm = 2844.98 NCalls = 804 -VariableMetric: Iteration # 95 - FCN = 297085.9463107 Edm = 329.11 NCalls = 808 -VariableMetric: Iteration # 96 - FCN = 297085.7224211 Edm = 130.535 NCalls = 812 -VariableMetric: Iteration # 97 - FCN = 297085.678758 Edm = 89.7865 NCalls = 816 -VariableMetric: Iteration # 98 - FCN = 297085.6293094 Edm = 77.9364 NCalls = 820 -VariableMetric: Iteration # 99 - FCN = 297085.5845706 Edm = 34.0671 NCalls = 823 -VariableMetric: Iteration # 100 - FCN = 297085.4792926 Edm = 22.6359 NCalls = 826 -VariableMetric: Iteration # 101 - FCN = 297085.4049368 Edm = 9.96047 NCalls = 829 -VariableMetric: Iteration # 102 - FCN = 297085.3610125 Edm = 5.36553 NCalls = 832 -VariableMetric: Iteration # 103 - FCN = 297085.324822 Edm = 51.7919 NCalls = 834 -VariableMetric: Iteration # 104 - FCN = 297085.1484211 Edm = 16.7263 NCalls = 836 -VariableMetric: Iteration # 105 - FCN = 297084.7258498 Edm = 13.6857 NCalls = 838 -VariableMetric: Iteration # 106 - FCN = 297084.2537229 Edm = 9.32265 NCalls = 840 -VariableMetric: Iteration # 107 - FCN = 297084.1577148 Edm = 2.48178 NCalls = 842 -VariableMetric: Iteration # 108 - FCN = 297084.100895 Edm = 1.84444 NCalls = 844 -VariableMetric: Iteration # 109 - FCN = 297083.9583126 Edm = 0.453042 NCalls = 846 -VariableMetric: Iteration # 110 - FCN = 297083.9265218 Edm = 0.803065 NCalls = 848 -VariableMetric: Iteration # 111 - FCN = 297083.8142331 Edm = 0.754791 NCalls = 850 -VariableMetric: Iteration # 112 - FCN = 297083.8010053 Edm = 0.350278 NCalls = 852 -VariableMetric: Iteration # 113 - FCN = 297083.7279659 Edm = 0.124877 NCalls = 854 -VariableMetric: Iteration # 114 - FCN = 297083.711201 Edm = 0.0475163 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297083.6811828 Edm = 0.0134708 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297083.663428 Edm = 0.00829376 NCalls = 861 -VariableMetric: Iteration # 117 - FCN = 297083.6498973 Edm = 0.00742325 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297083.6375058 Edm = 0.0035633 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297083.6336204 Edm = 0.00270573 NCalls = 868 -VariableMetric: Iteration # 120 - FCN = 297083.6318402 Edm = 0.000971769 NCalls = 870 -VariableMetric: Iteration # 121 - FCN = 297083.6309705 Edm = 0.000514834 NCalls = 872 -VariableMetric: Iteration # 122 - FCN = 297083.6304055 Edm = 0.000457493 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297083.629973 Edm = 0.000193355 NCalls = 876 -VariableMetric: Iteration # 124 - FCN = 297083.6296303 Edm = 0.000178314 NCalls = 878 -VariableMetric: Iteration # 125 - FCN = 297083.6292947 Edm = 0.000259426 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297083.628722 Edm = 0.000177866 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297083.6284746 Edm = 4.34355e-05 NCalls = 885 -VariableMetric: After Hessian - FCN = 297083.6284746 Edm = 0.0289812 NCalls = 1368 -VariableMetric: Iteration # 128 - FCN = 297083.6284746 Edm = 0.0289812 NCalls = 1368 -VariableMetric: Iteration # 129 - FCN = 297083.6282358 Edm = 0.00205815 NCalls = 1371 -VariableMetric: Iteration # 130 - FCN = 297083.6280276 Edm = 5.36188e-05 NCalls = 1373 -VariableMetric: Iteration # 131 - FCN = 297083.627891 Edm = 4.13169e-05 NCalls = 1375 -VariableMetric: Iteration # 132 - FCN = 297083.6278243 Edm = 3.67375e-06 NCalls = 1377 -VariableMetric: After Hessian - FCN = 297083.6278243 Edm = 6.98974e-06 NCalls = 1878 -VariableMetric: Iteration # 133 - FCN = 297083.6278243 Edm = 6.98974e-06 NCalls = 1878 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313975.1562207 Edm = 32582.4 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313975.1562207 Edm = 32582.4 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304908.0777678 Edm = 32.9955 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304494.4466206 Edm = 72.1138 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302628.0494572 Edm = 46.0477 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 302035.0087818 Edm = 16.3537 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 300872.6400654 Edm = 226.922 NCalls = 38 -VariableMetric: Iteration # 6 - FCN = 300829.9968706 Edm = 469.834 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 299805.503882 Edm = 175.01 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 298970.9738223 Edm = 1697.82 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298531.3723221 Edm = 15.5568 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 298510.0579785 Edm = 1.71052 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 298509.0765178 Edm = 0.721837 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298471.9612026 Edm = 36.3077 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 298066.575737 Edm = 20.6929 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 298040.4074749 Edm = 1.50082 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298038.6351048 Edm = 0.180173 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 298038.3412906 Edm = 0.0810224 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 298035.549162 Edm = 2.9785 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297979.8716014 Edm = 33.9019 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297863.7637819 Edm = 21.6611 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297829.1848831 Edm = 6.9272 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297818.9362661 Edm = 0.930129 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297817.9652156 Edm = 0.112826 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297817.4470574 Edm = 0.426851 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297790.8320905 Edm = 29.7403 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297790.5276699 Edm = 0.12983 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297781.638016 Edm = 10.7675 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297780.2201545 Edm = 1.35581 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297676.7333397 Edm = 25.8964 NCalls = 122 -VariableMetric: Iteration # 29 - FCN = 297579.5861858 Edm = 6.04666 NCalls = 126 -VariableMetric: Iteration # 30 - FCN = 297573.3865376 Edm = 0.834212 NCalls = 127 -VariableMetric: Iteration # 31 - FCN = 297571.6576984 Edm = 0.443651 NCalls = 130 -VariableMetric: Iteration # 32 - FCN = 297571.0693187 Edm = 0.154934 NCalls = 132 -VariableMetric: Iteration # 33 - FCN = 297570.8617449 Edm = 0.0246685 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297570.8208627 Edm = 0.007698 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297570.7804443 Edm = 0.0297751 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297569.410694 Edm = 1.45935 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297544.3944393 Edm = 10.2772 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297518.7786287 Edm = 11.9171 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297505.4540449 Edm = 10.5083 NCalls = 157 -VariableMetric: Iteration # 40 - FCN = 297499.6426852 Edm = 4.54925 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297486.9780191 Edm = 4.37601 NCalls = 163 -VariableMetric: Iteration # 42 - FCN = 297479.1307209 Edm = 2.86088 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297475.5487869 Edm = 0.658906 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297475.3384592 Edm = 0.258275 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297475.1080643 Edm = 0.111232 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297474.9743962 Edm = 0.0159885 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297474.9426366 Edm = 0.0131368 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297459.5571746 Edm = 9.00106 NCalls = 183 -VariableMetric: Iteration # 49 - FCN = 297415.4789021 Edm = 11.4534 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297407.8348874 Edm = 10.3464 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297401.203154 Edm = 0.28546 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297401.0251483 Edm = 0.0346266 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297400.9782483 Edm = 0.0116368 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297400.9619215 Edm = 0.0101281 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297400.675664 Edm = 0.276145 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297395.1916348 Edm = 3.03781 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297389.9971093 Edm = 2.74402 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297388.7989521 Edm = 0.299434 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297388.5660361 Edm = 0.0211602 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297388.5449767 Edm = 0.00312717 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297388.5380534 Edm = 0.00429357 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297388.430005 Edm = 0.118411 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297387.482233 Edm = 0.89206 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297353.9983329 Edm = 7.00707 NCalls = 234 -VariableMetric: Iteration # 65 - FCN = 297345.9685402 Edm = 3.09945 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297343.5383911 Edm = 0.356105 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297343.0660077 Edm = 0.0563842 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297343.0127757 Edm = 0.00879382 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297343.0039293 Edm = 0.000832134 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297342.998937 Edm = 0.0047346 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297342.9282125 Edm = 0.0773165 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297342.8978759 Edm = 0.0277266 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297337.3871574 Edm = 0.984193 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297335.7162488 Edm = 0.292167 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297335.4061148 Edm = 0.0245875 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297335.3843507 Edm = 0.00286512 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297335.3794138 Edm = 0.000663356 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297335.3781738 Edm = 0.000965981 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297335.3505335 Edm = 0.0283031 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297334.7545138 Edm = 0.165565 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297331.1278285 Edm = 1.42528 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297327.7316837 Edm = 0.688425 NCalls = 289 -VariableMetric: Iteration # 83 - FCN = 297327.2676591 Edm = 0.176328 NCalls = 291 -VariableMetric: Iteration # 84 - FCN = 297327.0084494 Edm = 0.0754198 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297326.9353337 Edm = 0.00479279 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297326.9300992 Edm = 0.000324967 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297326.9297195 Edm = 6.93827e-05 NCalls = 299 -VariableMetric: After Hessian - FCN = 297326.9297195 Edm = 229.985 NCalls = 776 -VariableMetric: Iteration # 88 - FCN = 297326.9297195 Edm = 229.985 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297325.6113628 Edm = 18.9544 NCalls = 781 -VariableMetric: Iteration # 90 - FCN = 297324.7604209 Edm = 1.17378 NCalls = 788 -VariableMetric: Iteration # 91 - FCN = 297322.1229866 Edm = 0.401707 NCalls = 792 -VariableMetric: Iteration # 92 - FCN = 297321.6522473 Edm = 0.570381 NCalls = 795 -VariableMetric: Iteration # 93 - FCN = 297320.1449999 Edm = 0.371309 NCalls = 799 -VariableMetric: Iteration # 94 - FCN = 297319.4341938 Edm = 0.466064 NCalls = 802 -VariableMetric: Iteration # 95 - FCN = 297318.661531 Edm = 0.385802 NCalls = 804 -VariableMetric: Iteration # 96 - FCN = 297318.2133541 Edm = 0.158454 NCalls = 806 -VariableMetric: Iteration # 97 - FCN = 297317.9767574 Edm = 0.0816811 NCalls = 808 -VariableMetric: Iteration # 98 - FCN = 297317.8339991 Edm = 0.0534816 NCalls = 810 -VariableMetric: Iteration # 99 - FCN = 297317.7192729 Edm = 0.0179115 NCalls = 812 -VariableMetric: Iteration # 100 - FCN = 297317.6292903 Edm = 0.0336843 NCalls = 814 -VariableMetric: Iteration # 101 - FCN = 297317.5470911 Edm = 0.0376664 NCalls = 816 -VariableMetric: Iteration # 102 - FCN = 297317.4325928 Edm = 0.0420282 NCalls = 818 -VariableMetric: Iteration # 103 - FCN = 297317.260841 Edm = 0.0536274 NCalls = 820 -VariableMetric: Iteration # 104 - FCN = 297317.1100867 Edm = 0.0514809 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297316.8106645 Edm = 0.0874216 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297316.5905333 Edm = 0.0586818 NCalls = 827 -VariableMetric: Iteration # 107 - FCN = 297316.3903778 Edm = 0.0384216 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297316.3087523 Edm = 0.021456 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297316.2553862 Edm = 0.0274041 NCalls = 833 -VariableMetric: Iteration # 110 - FCN = 297316.202825 Edm = 0.0187697 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297316.1558505 Edm = 0.00976113 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297316.1308188 Edm = 0.00825823 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297316.1159118 Edm = 0.00256798 NCalls = 841 -VariableMetric: Iteration # 114 - FCN = 297316.1089083 Edm = 0.00244221 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297316.0975926 Edm = 0.00197537 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297316.0936311 Edm = 0.000320095 NCalls = 847 -VariableMetric: Iteration # 117 - FCN = 297316.0928903 Edm = 0.000139133 NCalls = 849 -VariableMetric: Iteration # 118 - FCN = 297316.0925857 Edm = 5.32773e-05 NCalls = 851 -VariableMetric: After Hessian - FCN = 297316.0925857 Edm = 0.000180131 NCalls = 1336 -VariableMetric: Iteration # 119 - FCN = 297316.0925857 Edm = 0.000180131 NCalls = 1336 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322514.9376699 Edm = 1597.47 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322514.9376699 Edm = 1597.47 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 318728.3048808 Edm = 19.0978 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303240.3145796 Edm = 42.1197 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301871.9538154 Edm = 33.0788 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298302.1432741 Edm = 61.551 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298216.5603152 Edm = 14.7094 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298190.0050605 Edm = 8.80417 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297607.9660932 Edm = 5.09109 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297600.8158356 Edm = 1.27604 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297598.0335475 Edm = 10.6002 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297582.8172819 Edm = 1.82733 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297581.8400004 Edm = 1.53055 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297577.4999936 Edm = 2.75544 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297571.7431164 Edm = 6.36325 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297564.9595598 Edm = 1.54812 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297563.124589 Edm = 3.26977 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297557.1181484 Edm = 3.06426 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297555.3108276 Edm = 0.747699 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297554.5274016 Edm = 0.423212 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297554.1760373 Edm = 0.129886 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297553.8323258 Edm = 0.0374977 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297553.6210528 Edm = 0.215791 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297542.9221512 Edm = 5.1486 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297528.2868245 Edm = 0.781114 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297527.0795293 Edm = 1.75555 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297525.4580324 Edm = 1.25883 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297522.8386442 Edm = 1.3561 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297520.5849946 Edm = 1.12042 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297519.5825357 Edm = 2.18533 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297517.3833033 Edm = 2.19311 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297515.4313961 Edm = 1.59377 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297512.8558903 Edm = 1.14491 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297512.4685873 Edm = 0.630812 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297510.5164652 Edm = 1.23444 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297505.7953527 Edm = 3.89518 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297498.4786274 Edm = 12.5265 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297495.3447645 Edm = 6.48516 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297487.4573442 Edm = 3.15208 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297483.3675445 Edm = 10.857 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297473.3956669 Edm = 6.76549 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297467.7575602 Edm = 6.42165 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297463.3118641 Edm = 0.471113 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297462.8199001 Edm = 0.240191 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297462.4582361 Edm = 0.516703 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297447.8256461 Edm = 18.9401 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297445.4751238 Edm = 2.81067 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297440.7260798 Edm = 4.3695 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297391.6400228 Edm = 16.5921 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297356.0616534 Edm = 13.0968 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297347.6040727 Edm = 29.4784 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297335.3993323 Edm = 3.09156 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297333.1261112 Edm = 0.116081 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297332.9609522 Edm = 0.0511352 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297332.7352762 Edm = 0.24877 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297305.2134284 Edm = 17.045 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297249.9118384 Edm = 21.048 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297200.4384172 Edm = 3.93862 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297194.0480162 Edm = 1.48972 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297190.5474361 Edm = 1.05015 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297188.3052171 Edm = 1.05581 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297186.4938776 Edm = 1.45329 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297170.9724644 Edm = 12.1878 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297170.4492791 Edm = 4.10418 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297158.8813979 Edm = 10.1376 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297152.8869167 Edm = 4.86319 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297150.0243192 Edm = 1.913 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297148.4518264 Edm = 0.318293 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297147.9966134 Edm = 0.185259 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297147.6174323 Edm = 0.0633156 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297147.4964235 Edm = 0.0268029 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297147.4320487 Edm = 0.0293208 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297147.3010177 Edm = 0.0873716 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297146.2955241 Edm = 0.273652 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297146.229105 Edm = 0.239774 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297144.6860644 Edm = 1.62423 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297134.0349883 Edm = 7.79258 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297087.3259509 Edm = 1.53995 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297084.6841972 Edm = 1.36458 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297084.1846696 Edm = 0.345487 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297083.8109297 Edm = 0.0481004 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297083.7623482 Edm = 0.0135369 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297083.7344564 Edm = 0.00260234 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297083.7295801 Edm = 0.00226364 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297083.6839377 Edm = 0.0457209 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297083.2729907 Edm = 0.349152 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297072.6566461 Edm = 1.90401 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297070.1618195 Edm = 0.314154 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297069.879699 Edm = 0.451706 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297069.6884606 Edm = 0.0924447 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297069.4554819 Edm = 0.0412884 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297069.4002425 Edm = 0.00586874 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297069.3942957 Edm = 0.00116637 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297069.3927391 Edm = 0.000750539 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297069.3835879 Edm = 0.007677 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297068.7775773 Edm = 0.611362 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297065.5429917 Edm = 1.05512 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297064.1801429 Edm = 0.0406119 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297064.1389675 Edm = 0.00367047 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297064.136549 Edm = 0.000337172 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297064.1352628 Edm = 0.000728623 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297064.1249627 Edm = 0.0065422 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297063.7214885 Edm = 0.27998 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297061.6940518 Edm = 0.263319 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297061.4155477 Edm = 0.020251 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297061.4013205 Edm = 0.00072905 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297061.4005764 Edm = 0.00010067 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297061.4003614 Edm = 0.000120411 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297061.3943972 Edm = 0.00534742 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297061.1159834 Edm = 0.220548 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297060.3083332 Edm = 0.0599068 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297060.2660014 Edm = 0.00403676 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297060.2618322 Edm = 0.000117296 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297060.2616594 Edm = 5.3204e-05 NCalls = 362 -VariableMetric: After Hessian - FCN = 297060.2616594 Edm = 656.495 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297060.2616594 Edm = 656.495 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297057.9528004 Edm = 0.364127 NCalls = 852 -VariableMetric: Iteration # 115 - FCN = 297057.6543539 Edm = 1.29918 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297056.6375486 Edm = 0.0543145 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297056.3257349 Edm = 0.127439 NCalls = 861 -VariableMetric: Iteration # 118 - FCN = 297056.0786097 Edm = 0.060389 NCalls = 863 -VariableMetric: Iteration # 119 - FCN = 297055.9878523 Edm = 0.0338601 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297055.8515734 Edm = 0.0225388 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297055.7451311 Edm = 0.0766794 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297055.4237921 Edm = 0.027378 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297055.3320223 Edm = 0.0504436 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297055.1358317 Edm = 0.031997 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297055.0834216 Edm = 0.0200775 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297055.0234157 Edm = 0.0309595 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297054.9721313 Edm = 0.0100997 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297054.9278856 Edm = 0.0264852 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297054.8713133 Edm = 0.0047317 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297054.857909 Edm = 0.00835987 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297054.8310187 Edm = 0.00469938 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297054.8195141 Edm = 0.00627053 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297054.7777663 Edm = 0.00936528 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297054.760945 Edm = 0.00403517 NCalls = 897 -VariableMetric: Iteration # 135 - FCN = 297054.7245886 Edm = 0.0196766 NCalls = 900 -VariableMetric: Iteration # 136 - FCN = 297054.6815344 Edm = 0.00354904 NCalls = 902 -VariableMetric: Iteration # 137 - FCN = 297054.6714487 Edm = 0.00569222 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297054.6461851 Edm = 0.0157925 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297054.6144371 Edm = 0.00720536 NCalls = 909 -VariableMetric: Iteration # 140 - FCN = 297054.6017309 Edm = 0.00432446 NCalls = 911 -VariableMetric: Iteration # 141 - FCN = 297054.5743523 Edm = 0.013246 NCalls = 914 -VariableMetric: Iteration # 142 - FCN = 297054.5255809 Edm = 0.0137786 NCalls = 916 -VariableMetric: Iteration # 143 - FCN = 297054.506819 Edm = 0.00751322 NCalls = 918 -VariableMetric: Iteration # 144 - FCN = 297054.4984212 Edm = 0.00379784 NCalls = 920 -VariableMetric: Iteration # 145 - FCN = 297054.4800645 Edm = 0.00891126 NCalls = 922 -VariableMetric: Iteration # 146 - FCN = 297054.4570682 Edm = 0.00501876 NCalls = 924 -VariableMetric: Iteration # 147 - FCN = 297054.4478048 Edm = 0.00105723 NCalls = 926 -VariableMetric: Iteration # 148 - FCN = 297054.4443948 Edm = 0.00188882 NCalls = 928 -VariableMetric: Iteration # 149 - FCN = 297054.4338171 Edm = 0.00427369 NCalls = 931 -VariableMetric: Iteration # 150 - FCN = 297054.4273173 Edm = 0.00256458 NCalls = 933 -VariableMetric: Iteration # 151 - FCN = 297054.4211721 Edm = 0.00350098 NCalls = 935 -VariableMetric: Iteration # 152 - FCN = 297054.3824843 Edm = 0.00978163 NCalls = 938 -VariableMetric: Iteration # 153 - FCN = 297054.36696 Edm = 0.00255325 NCalls = 940 -VariableMetric: Iteration # 154 - FCN = 297054.3433345 Edm = 0.0202766 NCalls = 943 -VariableMetric: Iteration # 155 - FCN = 297054.2631069 Edm = 0.0136275 NCalls = 946 -VariableMetric: Iteration # 156 - FCN = 297054.2481562 Edm = 0.00492787 NCalls = 948 -VariableMetric: Iteration # 157 - FCN = 297054.2415501 Edm = 0.00384759 NCalls = 950 -VariableMetric: Iteration # 158 - FCN = 297054.2358239 Edm = 0.0030479 NCalls = 952 -VariableMetric: Iteration # 159 - FCN = 297054.2332854 Edm = 0.00141116 NCalls = 954 -VariableMetric: Iteration # 160 - FCN = 297054.2270207 Edm = 0.00354213 NCalls = 957 -VariableMetric: Iteration # 161 - FCN = 297054.2156211 Edm = 0.00178945 NCalls = 959 -VariableMetric: Iteration # 162 - FCN = 297054.212506 Edm = 0.00111887 NCalls = 961 -VariableMetric: Iteration # 163 - FCN = 297054.2103353 Edm = 0.00186627 NCalls = 964 -VariableMetric: Iteration # 164 - FCN = 297054.2011739 Edm = 0.00282536 NCalls = 967 -VariableMetric: Iteration # 165 - FCN = 297054.1969153 Edm = 0.000688235 NCalls = 969 -VariableMetric: Iteration # 166 - FCN = 297054.1960766 Edm = 0.000521418 NCalls = 971 -VariableMetric: Iteration # 167 - FCN = 297054.1911821 Edm = 0.00358719 NCalls = 975 -VariableMetric: Iteration # 168 - FCN = 297054.1776669 Edm = 0.00371967 NCalls = 978 -VariableMetric: Iteration # 169 - FCN = 297054.1754997 Edm = 0.000905013 NCalls = 980 -VariableMetric: Iteration # 170 - FCN = 297054.1733692 Edm = 0.00187548 NCalls = 982 -VariableMetric: Iteration # 171 - FCN = 297054.1620255 Edm = 0.00853358 NCalls = 986 -VariableMetric: Iteration # 172 - FCN = 297054.1446163 Edm = 0.0037437 NCalls = 988 -VariableMetric: Iteration # 173 - FCN = 297054.1428088 Edm = 0.00458589 NCalls = 990 -VariableMetric: Iteration # 174 - FCN = 297054.1404797 Edm = 0.00129721 NCalls = 992 -VariableMetric: Iteration # 175 - FCN = 297054.1374056 Edm = 0.00299121 NCalls = 995 -VariableMetric: Iteration # 176 - FCN = 297054.1295085 Edm = 0.00486704 NCalls = 998 -VariableMetric: Iteration # 177 - FCN = 297054.1237677 Edm = 0.00193421 NCalls = 1000 -VariableMetric: Iteration # 178 - FCN = 297054.1214763 Edm = 0.000258064 NCalls = 1002 -VariableMetric: Iteration # 179 - FCN = 297054.1210871 Edm = 4.89702e-05 NCalls = 1004 -VariableMetric: After Hessian - FCN = 297054.1210871 Edm = 0.0428848 NCalls = 1487 -VariableMetric: Iteration # 180 - FCN = 297054.1210871 Edm = 0.0428848 NCalls = 1487 -VariableMetric: Iteration # 181 - FCN = 297054.118284 Edm = 0.00217075 NCalls = 1489 -VariableMetric: Iteration # 182 - FCN = 297054.1146039 Edm = 0.00399484 NCalls = 1493 -VariableMetric: Iteration # 183 - FCN = 297054.111327 Edm = 0.00283119 NCalls = 1496 -VariableMetric: Iteration # 184 - FCN = 297054.1063276 Edm = 0.00247418 NCalls = 1501 -VariableMetric: Iteration # 185 - FCN = 297054.1034656 Edm = 0.00681068 NCalls = 1504 -VariableMetric: Iteration # 186 - FCN = 297054.0995631 Edm = 0.00281055 NCalls = 1506 -VariableMetric: Iteration # 187 - FCN = 297054.0951128 Edm = 0.00326888 NCalls = 1509 -VariableMetric: Iteration # 188 - FCN = 297054.0908483 Edm = 0.0213612 NCalls = 1511 -VariableMetric: Iteration # 189 - FCN = 297054.088688 Edm = 0.00184548 NCalls = 1515 -VariableMetric: Iteration # 190 - FCN = 297054.0721583 Edm = 0.00999864 NCalls = 1519 -VariableMetric: Iteration # 191 - FCN = 297054.0650397 Edm = 0.018029 NCalls = 1520 -VariableMetric: Iteration # 192 - FCN = 297054.0592239 Edm = 0.00441077 NCalls = 1523 -VariableMetric: Iteration # 193 - FCN = 297054.0554699 Edm = 0.00540894 NCalls = 1526 -VariableMetric: Iteration # 194 - FCN = 297054.0446692 Edm = 0.00534336 NCalls = 1530 -VariableMetric: Iteration # 195 - FCN = 297054.0399166 Edm = 0.00623855 NCalls = 1532 -VariableMetric: Iteration # 196 - FCN = 297054.0320101 Edm = 0.00328703 NCalls = 1537 -VariableMetric: Iteration # 197 - FCN = 297054.0248402 Edm = 0.00588737 NCalls = 1540 -VariableMetric: Iteration # 198 - FCN = 297054.0212425 Edm = 0.0046151 NCalls = 1542 -VariableMetric: Iteration # 199 - FCN = 297054.0179498 Edm = 0.00129262 NCalls = 1545 -VariableMetric: Iteration # 200 - FCN = 297054.015154 Edm = 0.00232594 NCalls = 1547 -VariableMetric: Iteration # 201 - FCN = 297054.0121344 Edm = 0.00238742 NCalls = 1549 -VariableMetric: Iteration # 202 - FCN = 297054.008977 Edm = 0.00139667 NCalls = 1551 -VariableMetric: Iteration # 203 - FCN = 297054.007801 Edm = 0.00038607 NCalls = 1552 -VariableMetric: Iteration # 204 - FCN = 297054.007261 Edm = 7.93677e-05 NCalls = 1554 -VariableMetric: Iteration # 205 - FCN = 297054.007138 Edm = 4.5303e-05 NCalls = 1556 -VariableMetric: After Hessian - FCN = 297054.007138 Edm = 0.000476905 NCalls = 2039 -VariableMetric: Iteration # 206 - FCN = 297054.007138 Edm = 0.000476905 NCalls = 2039 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322043.0769103 Edm = 11815.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322043.0769103 Edm = 11815.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299719.3683265 Edm = 1.4468 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299361.1054627 Edm = 90.24 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298204.9435528 Edm = 18.6673 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298152.4610278 Edm = 14.1353 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298074.8445276 Edm = 20.0693 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297893.1320794 Edm = 79.8349 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297783.4120719 Edm = 142.878 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297504.0545383 Edm = 1.33955 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297503.1134917 Edm = 0.17048 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297502.9913398 Edm = 0.0256699 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297502.8383636 Edm = 0.195958 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297468.4148935 Edm = 1.45004 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297405.0684158 Edm = 2.28124 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297402.8391508 Edm = 0.125741 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297402.6622066 Edm = 0.044141 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297398.6036859 Edm = 3.76116 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297327.4680528 Edm = 3.75769 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297322.0021687 Edm = 0.653177 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297321.0278744 Edm = 0.0412123 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297320.9553946 Edm = 0.00831722 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297320.9269166 Edm = 0.0145245 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297319.7486994 Edm = 1.1162 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297282.0585488 Edm = 2.96055 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297278.6894166 Edm = 0.0672573 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297278.6289616 Edm = 0.00729656 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297278.6178578 Edm = 0.00225202 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297278.6080918 Edm = 0.00777788 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297278.4598675 Edm = 0.145228 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297261.3751411 Edm = 12.2802 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297246.6574739 Edm = 5.4417 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297244.1935224 Edm = 0.798429 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297243.4904618 Edm = 0.158831 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297243.2292476 Edm = 0.0330504 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297243.1958287 Edm = 0.00592368 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297243.1798526 Edm = 0.0142626 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297242.0976456 Edm = 1.02565 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297227.9129554 Edm = 7.12205 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297218.1371219 Edm = 2.49535 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297216.7320521 Edm = 0.617108 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297216.425016 Edm = 0.0548881 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297216.3816386 Edm = 0.00228174 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297216.3787338 Edm = 0.000459664 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297216.3774769 Edm = 0.000579747 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297216.3306822 Edm = 0.043505 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297213.4849888 Edm = 0.879432 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297212.0897335 Edm = 0.0924536 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297211.9021529 Edm = 0.0363809 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297211.8648868 Edm = 0.0081807 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297211.8573227 Edm = 0.000349641 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297211.8568456 Edm = 8.1273e-05 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297211.855992 Edm = 0.000589049 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297211.8390073 Edm = 0.0113999 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297211.2167961 Edm = 0.313086 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297210.4023707 Edm = 0.166675 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297210.2427623 Edm = 0.0524603 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297210.1711516 Edm = 0.00240017 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297210.1685916 Edm = 0.000201951 NCalls = 175 -VariableMetric: Iteration # 58 - FCN = 297210.1682298 Edm = 0.000134824 NCalls = 177 -VariableMetric: Iteration # 59 - FCN = 297210.1672488 Edm = 0.000621396 NCalls = 180 -VariableMetric: Iteration # 60 - FCN = 297210.1518213 Edm = 0.0158249 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297210.0774843 Edm = 0.0643313 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297207.5433848 Edm = 0.402669 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297206.9280382 Edm = 0.302416 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297206.712217 Edm = 0.132238 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297206.5103779 Edm = 0.0946889 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297201.255465 Edm = 2.72176 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297200.9287251 Edm = 56308.3 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297200.7050551 Edm = 633809 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297200.15639 Edm = 138517 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297198.3591187 Edm = 38230.8 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297196.8744697 Edm = 2446.15 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297195.5986301 Edm = 1516.66 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297194.9571509 Edm = 3113.73 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297194.49886 Edm = 1115.38 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297192.6552428 Edm = 1335.19 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297191.8429913 Edm = 166.444 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297191.4254939 Edm = 622.993 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297190.2576247 Edm = 178.742 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297189.9939023 Edm = 71.2434 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297189.7952954 Edm = 248.335 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297188.9065221 Edm = 14.9517 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297188.0655006 Edm = 8.98516 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297185.7207635 Edm = 15.8501 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297182.5881655 Edm = 45.4731 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297181.9652976 Edm = 5.03917 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297181.1284907 Edm = 3.01663 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297180.704285 Edm = 1.4493 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297180.472631 Edm = 1.07526 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297179.8839311 Edm = 3.24124 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297179.5694096 Edm = 2.72977 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297179.4261618 Edm = 0.52584 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297179.1501266 Edm = 0.452937 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297179.0678196 Edm = 1.18419 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297178.7242424 Edm = 0.21595 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297178.4069993 Edm = 0.133762 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297178.2103389 Edm = 0.0887305 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297178.1168848 Edm = 0.0320363 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297178.0922328 Edm = 0.00750142 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297178.0844469 Edm = 0.00116718 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297178.0831913 Edm = 0.000199127 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297178.0829783 Edm = 3.09218e-05 NCalls = 311 -VariableMetric: After Hessian - FCN = 297178.0829783 Edm = 4.67216e-05 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297178.0829783 Edm = 4.67216e-05 NCalls = 794 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317179.101836 Edm = 45.3158 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317179.101836 Edm = 45.3158 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300088.1647929 Edm = 4.67615 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298437.7513905 Edm = 445.612 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298300.8112937 Edm = 1051.01 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298130.3763061 Edm = 77.1873 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 298093.1429691 Edm = 8.9273 NCalls = 17 -VariableMetric: Iteration # 6 - FCN = 297699.0440872 Edm = 249.977 NCalls = 21 -VariableMetric: Iteration # 7 - FCN = 297550.027807 Edm = 4.92126 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 297546.7854683 Edm = 0.0778675 NCalls = 26 -VariableMetric: Iteration # 9 - FCN = 297546.5109115 Edm = 0.0871864 NCalls = 28 -VariableMetric: Iteration # 10 - FCN = 297468.2927727 Edm = 32.412 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297444.3424364 Edm = 2.19988 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297441.5692079 Edm = 0.334335 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297440.0736404 Edm = 1.03294 NCalls = 42 -VariableMetric: Iteration # 14 - FCN = 297379.3088766 Edm = 22.193 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297355.6819435 Edm = 3.80561 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 297351.1792144 Edm = 0.850744 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297350.4734746 Edm = 0.0771719 NCalls = 54 -VariableMetric: Iteration # 18 - FCN = 297350.3817504 Edm = 0.0169203 NCalls = 56 -VariableMetric: Iteration # 19 - FCN = 297349.9730348 Edm = 0.36409 NCalls = 60 -VariableMetric: Iteration # 20 - FCN = 297311.0731759 Edm = 39.3578 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297283.2459521 Edm = 8.21274 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297274.3187467 Edm = 0.301696 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297273.9523809 Edm = 0.0133816 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297273.8792861 Edm = 0.0431935 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297272.166846 Edm = 1.53817 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297253.9649277 Edm = 5.5258 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297246.9683833 Edm = 2.46324 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297245.4681671 Edm = 0.859996 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297244.1768871 Edm = 0.223825 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297243.9057031 Edm = 0.0123228 NCalls = 94 -VariableMetric: Iteration # 31 - FCN = 297243.8893993 Edm = 0.00583145 NCalls = 96 -VariableMetric: Iteration # 32 - FCN = 297243.8367448 Edm = 0.043577 NCalls = 99 -VariableMetric: Iteration # 33 - FCN = 297238.8200948 Edm = 3.46583 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297230.7016243 Edm = 3.11321 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297227.7020021 Edm = 0.0797546 NCalls = 109 -VariableMetric: Iteration # 36 - FCN = 297227.6183339 Edm = 0.00377954 NCalls = 111 -VariableMetric: Iteration # 37 - FCN = 297227.6007983 Edm = 0.0137202 NCalls = 113 -VariableMetric: Iteration # 38 - FCN = 297227.5591353 Edm = 0.0238933 NCalls = 115 -VariableMetric: Iteration # 39 - FCN = 297227.4259917 Edm = 0.12241 NCalls = 118 -VariableMetric: Iteration # 40 - FCN = 297221.4886112 Edm = 3.94198 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297209.3337652 Edm = 0.554422 NCalls = 127 -VariableMetric: Iteration # 42 - FCN = 297208.7437339 Edm = 0.0393572 NCalls = 129 -VariableMetric: Iteration # 43 - FCN = 297208.6969816 Edm = 0.00348057 NCalls = 131 -VariableMetric: Iteration # 44 - FCN = 297208.6926865 Edm = 0.000451104 NCalls = 133 -VariableMetric: Iteration # 45 - FCN = 297208.6917684 Edm = 0.000528615 NCalls = 135 -VariableMetric: Iteration # 46 - FCN = 297208.6776823 Edm = 0.0146802 NCalls = 140 -VariableMetric: Iteration # 47 - FCN = 297208.4646511 Edm = 0.183919 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297202.5734458 Edm = 0.842239 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297201.6644043 Edm = 0.0683589 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297201.6113126 Edm = 0.00787118 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297201.6050184 Edm = 0.000340652 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297201.603875 Edm = 0.00057741 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297201.5988147 Edm = 0.00445728 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297201.3993231 Edm = 0.207453 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297199.8874388 Edm = 0.970358 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297196.8169164 Edm = 0.448721 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297196.5333354 Edm = 0.0434239 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297196.4795294 Edm = 0.00680087 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297196.4720775 Edm = 0.000666 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297196.4713205 Edm = 0.000202889 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297196.4662926 Edm = 0.00453895 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297194.4091187 Edm = 1.24959 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297191.9458251 Edm = 0.67795 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297191.7215269 Edm = 0.0853879 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297191.5998327 Edm = 0.0404233 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297191.5104031 Edm = 0.0245901 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297191.4846737 Edm = 0.00501392 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297191.4791384 Edm = 0.000315022 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297191.4787441 Edm = 0.000143965 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297191.4784827 Edm = 0.000220953 NCalls = 213 -VariableMetric: Iteration # 71 - FCN = 297191.4726688 Edm = 0.0049726 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297191.2042537 Edm = 0.257506 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297189.8283217 Edm = 2.02734 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297189.2230783 Edm = 0.509918 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297188.7056871 Edm = 0.197937 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297188.4464472 Edm = 0.0743757 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297188.3033194 Edm = 0.158212 NCalls = 237 -VariableMetric: Iteration # 78 - FCN = 297188.0770692 Edm = 0.227292 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297187.8030771 Edm = 0.21713 NCalls = 244 -VariableMetric: Iteration # 80 - FCN = 297187.7497931 Edm = 0.0916114 NCalls = 247 -VariableMetric: Iteration # 81 - FCN = 297187.5040538 Edm = 0.122141 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297187.2258997 Edm = 0.155262 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297186.9124242 Edm = 0.0646879 NCalls = 256 -VariableMetric: Iteration # 84 - FCN = 297186.8884357 Edm = 0.0250726 NCalls = 258 -VariableMetric: Iteration # 85 - FCN = 297186.8624811 Edm = 0.00392498 NCalls = 259 -VariableMetric: Iteration # 86 - FCN = 297186.8581011 Edm = 0.000341861 NCalls = 261 -VariableMetric: Iteration # 87 - FCN = 297186.8567119 Edm = 0.000887303 NCalls = 263 -VariableMetric: Iteration # 88 - FCN = 297186.8338319 Edm = 0.0165067 NCalls = 267 -VariableMetric: Iteration # 89 - FCN = 297186.6921056 Edm = 0.127666 NCalls = 271 -VariableMetric: Iteration # 90 - FCN = 297184.8201698 Edm = 1.10482 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297182.1167737 Edm = 1.37492 NCalls = 281 -VariableMetric: Iteration # 92 - FCN = 297181.7392381 Edm = 0.236624 NCalls = 283 -VariableMetric: Iteration # 93 - FCN = 297181.6001383 Edm = 0.0223345 NCalls = 285 -VariableMetric: Iteration # 94 - FCN = 297181.5871681 Edm = 0.0019466 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297181.5852675 Edm = 0.000168012 NCalls = 289 -VariableMetric: Iteration # 96 - FCN = 297181.5849902 Edm = 0.0001004 NCalls = 291 -VariableMetric: Iteration # 97 - FCN = 297181.5844518 Edm = 0.000448762 NCalls = 294 -VariableMetric: Iteration # 98 - FCN = 297181.5686281 Edm = 0.0152356 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297180.8401987 Edm = 0.339638 NCalls = 304 -VariableMetric: Iteration # 100 - FCN = 297180.2541968 Edm = 0.0367958 NCalls = 306 -VariableMetric: Iteration # 101 - FCN = 297180.2127834 Edm = 0.00244999 NCalls = 308 -VariableMetric: Iteration # 102 - FCN = 297180.2107955 Edm = 0.00047011 NCalls = 310 -VariableMetric: Iteration # 103 - FCN = 297180.2103714 Edm = 5.45197e-05 NCalls = 312 -VariableMetric: After Hessian - FCN = 297180.2103714 Edm = 54.8644 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297180.2103714 Edm = 54.8644 NCalls = 789 -VariableMetric: Iteration # 105 - FCN = 297180.0494361 Edm = 2.34423 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297179.4249464 Edm = 0.347297 NCalls = 795 -VariableMetric: Iteration # 107 - FCN = 297178.1535644 Edm = 15.8639 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297177.2367876 Edm = 0.7149 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297177.0576783 Edm = 0.395073 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297176.2538206 Edm = 1.80951 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297174.1394892 Edm = 0.851548 NCalls = 811 -VariableMetric: Iteration # 112 - FCN = 297173.4395943 Edm = 0.507299 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297172.9541852 Edm = 0.405328 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297172.6612402 Edm = 0.094699 NCalls = 817 -VariableMetric: Iteration # 115 - FCN = 297172.5602644 Edm = 0.0272349 NCalls = 819 -VariableMetric: Iteration # 116 - FCN = 297172.5143845 Edm = 0.0101917 NCalls = 821 -VariableMetric: Iteration # 117 - FCN = 297172.4937629 Edm = 0.0080966 NCalls = 823 -VariableMetric: Iteration # 118 - FCN = 297172.4800175 Edm = 0.00302719 NCalls = 825 -VariableMetric: Iteration # 119 - FCN = 297172.4730255 Edm = 0.00117442 NCalls = 827 -VariableMetric: Iteration # 120 - FCN = 297172.4706565 Edm = 0.00111592 NCalls = 829 -VariableMetric: Iteration # 121 - FCN = 297172.4680429 Edm = 0.000720409 NCalls = 831 -VariableMetric: Iteration # 122 - FCN = 297172.4664689 Edm = 0.00036854 NCalls = 833 -VariableMetric: Iteration # 123 - FCN = 297172.4656989 Edm = 9.20004e-05 NCalls = 835 -VariableMetric: Iteration # 124 - FCN = 297172.465107 Edm = 0.000154187 NCalls = 838 -VariableMetric: Iteration # 125 - FCN = 297172.4646753 Edm = 0.000124969 NCalls = 840 -VariableMetric: Iteration # 126 - FCN = 297172.4643512 Edm = 3.76606e-05 NCalls = 842 -VariableMetric: After Hessian - FCN = 297172.4643512 Edm = 0.000606799 NCalls = 1327 -VariableMetric: Iteration # 127 - FCN = 297172.4643512 Edm = 0.000606799 NCalls = 1327 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310532.1369039 Edm = 30.7666 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310532.1369039 Edm = 30.7666 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300186.5741161 Edm = 1.85042 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300118.9804965 Edm = 5.07793 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299986.4370762 Edm = 111.773 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299692.9663912 Edm = 274.205 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299410.7174765 Edm = 8.06742 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 299408.8801358 Edm = 2.14417 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 299345.2091773 Edm = 142.783 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 299309.0145585 Edm = 61.1071 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298841.19563 Edm = 149.796 NCalls = 56 -VariableMetric: Iteration # 10 - FCN = 298457.5828731 Edm = 166.267 NCalls = 59 -VariableMetric: Iteration # 11 - FCN = 298249.2858972 Edm = 20.0324 NCalls = 62 -VariableMetric: Iteration # 12 - FCN = 298239.6502381 Edm = 0.105184 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 298239.5195194 Edm = 0.0662932 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 298239.4206217 Edm = 0.112299 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 298189.9918312 Edm = 7.50274 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 298035.7993584 Edm = 7.71435 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 298022.6739487 Edm = 0.830582 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 298021.6097862 Edm = 0.111853 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 298020.9232717 Edm = 0.520453 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297995.0280858 Edm = 26.8129 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297987.146913 Edm = 9.04601 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297876.0359045 Edm = 58.0066 NCalls = 100 -VariableMetric: Iteration # 23 - FCN = 297721.9613592 Edm = 45.0683 NCalls = 103 -VariableMetric: Iteration # 24 - FCN = 297704.1426893 Edm = 5.12278 NCalls = 105 -VariableMetric: Iteration # 25 - FCN = 297694.6993585 Edm = 1.54457 NCalls = 107 -VariableMetric: Iteration # 26 - FCN = 297690.7865447 Edm = 0.5884 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297689.561176 Edm = 0.0839649 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297689.4481184 Edm = 0.024802 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297689.3524853 Edm = 0.0774886 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297681.6153203 Edm = 3.92902 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297626.471948 Edm = 11.5565 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297613.5024198 Edm = 8.7626 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297611.4380828 Edm = 3.74451 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297606.4714752 Edm = 1.85622 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297602.7571912 Edm = 0.575769 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297601.5319527 Edm = 0.285865 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297600.4920702 Edm = 1.96485 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297598.5657668 Edm = 5.01515 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297598.3437676 Edm = 1.56838 NCalls = 157 -VariableMetric: Iteration # 40 - FCN = 297592.8261013 Edm = 8.90935 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297591.8436227 Edm = 2.25595 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297582.3000674 Edm = 7.70534 NCalls = 170 -VariableMetric: Iteration # 43 - FCN = 297568.4839147 Edm = 9.56854 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297562.1246643 Edm = 1.30806 NCalls = 175 -VariableMetric: Iteration # 45 - FCN = 297561.1664076 Edm = 0.0204297 NCalls = 177 -VariableMetric: Iteration # 46 - FCN = 297561.1362813 Edm = 0.0137227 NCalls = 179 -VariableMetric: Iteration # 47 - FCN = 297560.8064345 Edm = 0.360241 NCalls = 183 -VariableMetric: Iteration # 48 - FCN = 297558.6020609 Edm = 1.52134 NCalls = 189 -VariableMetric: Iteration # 49 - FCN = 297548.8230974 Edm = 6.41194 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297533.5698426 Edm = 3.42208 NCalls = 195 -VariableMetric: Iteration # 51 - FCN = 297531.3635686 Edm = 0.825264 NCalls = 197 -VariableMetric: Iteration # 52 - FCN = 297530.6107254 Edm = 0.0492228 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297530.5285378 Edm = 0.0183724 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297530.4897918 Edm = 0.00495765 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297530.430842 Edm = 0.0520868 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297529.3057604 Edm = 0.774408 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297525.5301087 Edm = 1.93579 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297521.3726264 Edm = 3.29565 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297517.6271093 Edm = 1.74808 NCalls = 220 -VariableMetric: Iteration # 60 - FCN = 297512.9503172 Edm = 1.1981 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297511.2652747 Edm = 0.904152 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297510.2256566 Edm = 0.357637 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297509.7049964 Edm = 0.1301 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297509.5097988 Edm = 0.120886 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297507.9751156 Edm = 1.52172 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297500.8119005 Edm = 16.4222 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297500.4281158 Edm = 0.394794 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297499.5949601 Edm = 0.50946 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297498.4659926 Edm = 0.570829 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297497.89884 Edm = 0.318982 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297495.6267594 Edm = 4.1699 NCalls = 256 -VariableMetric: Iteration # 72 - FCN = 297490.0954591 Edm = 10.7475 NCalls = 261 -VariableMetric: Iteration # 73 - FCN = 297488.1803647 Edm = 2.99741 NCalls = 265 -VariableMetric: Iteration # 74 - FCN = 297483.3197803 Edm = 9.02604 NCalls = 269 -VariableMetric: Iteration # 75 - FCN = 297474.9098226 Edm = 3.41449 NCalls = 274 -VariableMetric: Iteration # 76 - FCN = 297463.7967751 Edm = 4.7836 NCalls = 276 -VariableMetric: Iteration # 77 - FCN = 297461.0328772 Edm = 1.75411 NCalls = 278 -VariableMetric: Iteration # 78 - FCN = 297460.0472614 Edm = 0.443037 NCalls = 280 -VariableMetric: Iteration # 79 - FCN = 297459.888016 Edm = 0.00816076 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297459.8714525 Edm = 0.00589958 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297459.854011 Edm = 0.00515591 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297459.8404032 Edm = 0.00249487 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297459.8370935 Edm = 0.00135057 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297459.8183451 Edm = 0.0193813 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297458.5509475 Edm = 0.281074 NCalls = 301 -VariableMetric: Iteration # 86 - FCN = 297453.4644837 Edm = 1.37713 NCalls = 304 -VariableMetric: Iteration # 87 - FCN = 297451.4264902 Edm = 0.639664 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297450.7570176 Edm = 0.0845116 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297450.6238253 Edm = 0.0122574 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297450.602521 Edm = 0.0008883 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297450.6006846 Edm = 0.000736776 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297450.589193 Edm = 0.00827101 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297450.4543911 Edm = 0.118205 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297449.2013301 Edm = 0.891967 NCalls = 325 -VariableMetric: Iteration # 95 - FCN = 297447.1199802 Edm = 0.489192 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297446.7196064 Edm = 0.0485781 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297446.6565349 Edm = 0.00625386 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297446.6492169 Edm = 0.000125711 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297446.6489882 Edm = 0.000103759 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297446.6471891 Edm = 0.001845 NCalls = 340 -VariableMetric: Iteration # 101 - FCN = 297446.5760879 Edm = 0.0375265 NCalls = 347 -VariableMetric: Iteration # 102 - FCN = 297445.5611647 Edm = 0.668123 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297442.8472343 Edm = 2.1609 NCalls = 353 -VariableMetric: Iteration # 104 - FCN = 297441.202414 Edm = 0.393159 NCalls = 357 -VariableMetric: Iteration # 105 - FCN = 297440.9333181 Edm = 0.0754508 NCalls = 359 -VariableMetric: Iteration # 106 - FCN = 297440.8808883 Edm = 0.0222054 NCalls = 361 -VariableMetric: Iteration # 107 - FCN = 297440.8679776 Edm = 0.0011042 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297440.8667397 Edm = 0.000138915 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297440.8661808 Edm = 0.000491611 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297440.8534283 Edm = 0.00993845 NCalls = 372 -VariableMetric: Iteration # 111 - FCN = 297440.7911464 Edm = 0.0415973 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297439.3344614 Edm = 0.890891 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297437.4841538 Edm = 1.51529 NCalls = 382 -VariableMetric: Iteration # 114 - FCN = 297436.112299 Edm = 0.359745 NCalls = 384 -VariableMetric: Iteration # 115 - FCN = 297435.69354 Edm = 0.0777345 NCalls = 386 -VariableMetric: Iteration # 116 - FCN = 297435.602545 Edm = 0.0116473 NCalls = 388 -VariableMetric: Iteration # 117 - FCN = 297435.588454 Edm = 0.000769413 NCalls = 390 -VariableMetric: Iteration # 118 - FCN = 297435.5873987 Edm = 0.000142919 NCalls = 392 -VariableMetric: Iteration # 119 - FCN = 297435.5868529 Edm = 0.000387456 NCalls = 394 -VariableMetric: Iteration # 120 - FCN = 297435.5595118 Edm = 0.0287308 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297435.0249872 Edm = 0.176505 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297433.3394714 Edm = 1.02401 NCalls = 411 -VariableMetric: Iteration # 123 - FCN = 297432.0248888 Edm = 0.565689 NCalls = 415 -VariableMetric: Iteration # 124 - FCN = 297431.5035988 Edm = 0.168838 NCalls = 418 -VariableMetric: Iteration # 125 - FCN = 297431.327568 Edm = 0.0443598 NCalls = 420 -VariableMetric: Iteration # 126 - FCN = 297431.2794411 Edm = 0.00971392 NCalls = 422 -VariableMetric: Iteration # 127 - FCN = 297431.249456 Edm = 0.00966639 NCalls = 424 -VariableMetric: Iteration # 128 - FCN = 297431.2342185 Edm = 0.00149677 NCalls = 426 -VariableMetric: Iteration # 129 - FCN = 297431.2327879 Edm = 0.00115918 NCalls = 427 -VariableMetric: Iteration # 130 - FCN = 297431.2310866 Edm = 0.00162681 NCalls = 429 -VariableMetric: Iteration # 131 - FCN = 297431.2012954 Edm = 0.0238488 NCalls = 434 -VariableMetric: Iteration # 132 - FCN = 297430.733249 Edm = 0.41851 NCalls = 438 -VariableMetric: Iteration # 133 - FCN = 297424.1227753 Edm = 5.45267 NCalls = 443 -VariableMetric: Iteration # 134 - FCN = 297420.8706533 Edm = 3.01854 NCalls = 447 -VariableMetric: Iteration # 135 - FCN = 297417.5298246 Edm = 0.880167 NCalls = 450 -VariableMetric: Iteration # 136 - FCN = 297416.7046244 Edm = 0.280675 NCalls = 451 -VariableMetric: Iteration # 137 - FCN = 297416.4549221 Edm = 0.122243 NCalls = 453 -VariableMetric: Iteration # 138 - FCN = 297416.36889 Edm = 0.0473283 NCalls = 455 -VariableMetric: Iteration # 139 - FCN = 297416.3436678 Edm = 0.00549569 NCalls = 457 -VariableMetric: Iteration # 140 - FCN = 297416.3388332 Edm = 0.000730868 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297416.3380054 Edm = 0.000208458 NCalls = 461 -VariableMetric: Iteration # 142 - FCN = 297416.3375529 Edm = 0.000277544 NCalls = 463 -VariableMetric: Iteration # 143 - FCN = 297416.3359339 Edm = 0.000966015 NCalls = 466 -VariableMetric: Iteration # 144 - FCN = 297416.3304348 Edm = 0.00303555 NCalls = 469 -VariableMetric: Iteration # 145 - FCN = 297416.300777 Edm = 0.0218641 NCalls = 472 -VariableMetric: Iteration # 146 - FCN = 297416.0743432 Edm = 0.178434 NCalls = 475 -VariableMetric: Iteration # 147 - FCN = 297414.4920699 Edm = 1.73306 NCalls = 478 -VariableMetric: Iteration # 148 - FCN = 297410.9417492 Edm = 1.40658 NCalls = 483 -VariableMetric: Iteration # 149 - FCN = 297409.6522501 Edm = 0.676248 NCalls = 486 -VariableMetric: Iteration # 150 - FCN = 297409.2094286 Edm = 0.138079 NCalls = 487 -VariableMetric: Iteration # 151 - FCN = 297409.1344576 Edm = 0.0104699 NCalls = 489 -VariableMetric: Iteration # 152 - FCN = 297409.124975 Edm = 0.000958532 NCalls = 490 -VariableMetric: Iteration # 153 - FCN = 297409.1241033 Edm = 8.29757e-05 NCalls = 491 -VariableMetric: Iteration # 154 - FCN = 297409.1240021 Edm = 1.17786e-05 NCalls = 493 -VariableMetric: After Hessian - FCN = 297409.1240021 Edm = 124.417 NCalls = 970 -VariableMetric: Iteration # 155 - FCN = 297409.1240021 Edm = 124.417 NCalls = 970 -VariableMetric: Iteration # 156 - FCN = 297409.0805636 Edm = 1176.87 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297407.0299761 Edm = 1165.24 NCalls = 981 -VariableMetric: Iteration # 158 - FCN = 297406.716429 Edm = 44213.9 NCalls = 989 -VariableMetric: Iteration # 159 - FCN = 297406.5464452 Edm = 5386.45 NCalls = 994 -VariableMetric: Iteration # 160 - FCN = 297406.2846499 Edm = 5486.41 NCalls = 998 -VariableMetric: Iteration # 161 - FCN = 297405.925702 Edm = 938.981 NCalls = 1002 -VariableMetric: Iteration # 162 - FCN = 297405.5294593 Edm = 338.04 NCalls = 1006 -VariableMetric: Iteration # 163 - FCN = 297404.9827779 Edm = 766.485 NCalls = 1009 -VariableMetric: Iteration # 164 - FCN = 297404.065577 Edm = 410.714 NCalls = 1012 -VariableMetric: Iteration # 165 - FCN = 297403.2616014 Edm = 282.94 NCalls = 1015 -VariableMetric: Iteration # 166 - FCN = 297402.8343992 Edm = 65.4345 NCalls = 1018 -VariableMetric: Iteration # 167 - FCN = 297401.7623127 Edm = 47.9699 NCalls = 1021 -VariableMetric: Iteration # 168 - FCN = 297401.3410029 Edm = 26.5604 NCalls = 1024 -VariableMetric: Iteration # 169 - FCN = 297401.1084305 Edm = 23.8203 NCalls = 1027 -VariableMetric: Iteration # 170 - FCN = 297400.5987616 Edm = 15.1924 NCalls = 1029 -VariableMetric: Iteration # 171 - FCN = 297400.1502398 Edm = 4.8669 NCalls = 1031 -VariableMetric: Iteration # 172 - FCN = 297399.874433 Edm = 1.08267 NCalls = 1033 -VariableMetric: Iteration # 173 - FCN = 297399.807506 Edm = 1.77189 NCalls = 1035 -VariableMetric: Iteration # 174 - FCN = 297399.7127576 Edm = 1.26447 NCalls = 1037 -VariableMetric: Iteration # 175 - FCN = 297399.5976093 Edm = 0.902188 NCalls = 1039 -VariableMetric: Iteration # 176 - FCN = 297399.498859 Edm = 0.533455 NCalls = 1041 -VariableMetric: Iteration # 177 - FCN = 297399.4274118 Edm = 0.769295 NCalls = 1043 -VariableMetric: Iteration # 178 - FCN = 297399.3513067 Edm = 0.0560294 NCalls = 1045 -VariableMetric: Iteration # 179 - FCN = 297399.3474457 Edm = 0.014447 NCalls = 1047 -VariableMetric: Iteration # 180 - FCN = 297399.3374417 Edm = 0.00559787 NCalls = 1049 -VariableMetric: Iteration # 181 - FCN = 297399.3334159 Edm = 0.00111575 NCalls = 1051 -VariableMetric: Iteration # 182 - FCN = 297399.3328097 Edm = 0.00254724 NCalls = 1053 -VariableMetric: Iteration # 183 - FCN = 297399.3320414 Edm = 0.000866213 NCalls = 1055 -VariableMetric: Iteration # 184 - FCN = 297399.3317299 Edm = 0.000115515 NCalls = 1057 -VariableMetric: Iteration # 185 - FCN = 297399.3316445 Edm = 0.000112198 NCalls = 1058 -VariableMetric: Iteration # 186 - FCN = 297399.331593 Edm = 1.47886e-05 NCalls = 1060 -VariableMetric: After Hessian - FCN = 297399.331593 Edm = 3.11399e-05 NCalls = 1539 -VariableMetric: Iteration # 187 - FCN = 297399.331593 Edm = 3.11399e-05 NCalls = 1539 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301608.4331918 Edm = 4.45322 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301608.4331918 Edm = 4.45322 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301334.6371222 Edm = 2.03758 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301288.8041864 Edm = 77.3796 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300612.0761815 Edm = 177.705 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298895.1904628 Edm = 1234.17 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298841.7603767 Edm = 214.559 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298124.7459025 Edm = 117.08 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297938.1015284 Edm = 4.03741 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297930.811481 Edm = 0.591851 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297923.9314985 Edm = 4.14991 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297640.5606258 Edm = 77.3733 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297536.5589374 Edm = 2.54621 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297534.0214512 Edm = 0.344708 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297533.6155689 Edm = 0.0307785 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297533.476386 Edm = 0.0851773 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297497.1703014 Edm = 24.6227 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297443.4047612 Edm = 2.11508 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297440.7015925 Edm = 0.322964 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297440.0181772 Edm = 0.0579205 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297439.9239266 Edm = 0.0200557 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297439.7851599 Edm = 0.0910497 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297437.6155474 Edm = 1.82853 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297419.769693 Edm = 11.8443 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297400.1305941 Edm = 25.6864 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297359.025549 Edm = 168.748 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297346.0179697 Edm = 10.0856 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297292.9963266 Edm = 13.4795 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297274.6499833 Edm = 14.2172 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297263.8514904 Edm = 3.16511 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297259.6943676 Edm = 0.204788 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297259.5018396 Edm = 0.0292689 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297259.4718811 Edm = 0.00922944 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297259.4396385 Edm = 0.0165505 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297259.1773185 Edm = 0.269837 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297255.9050959 Edm = 3.73619 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297255.8281632 Edm = 0.104578 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297255.4261609 Edm = 0.632705 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297248.1438694 Edm = 6.51339 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297231.613683 Edm = 3.48246 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297228.3567594 Edm = 1.31943 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297223.2632224 Edm = 18.0828 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297219.9418595 Edm = 1.24715 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297218.201856 Edm = 0.635261 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297217.9080595 Edm = 0.0134023 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297217.896495 Edm = 0.00402832 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297217.8910897 Edm = 0.0020235 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297217.8804672 Edm = 0.00620295 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297217.580927 Edm = 0.261604 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297212.6972731 Edm = 0.254196 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297212.4309448 Edm = 0.00314532 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297212.4254775 Edm = 0.00111084 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297212.4218504 Edm = 0.00264756 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297212.3973031 Edm = 0.0205088 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297211.2184837 Edm = 0.856368 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297207.1616789 Edm = 0.978332 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297205.7861316 Edm = 0.558144 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297205.1187054 Edm = 0.15564 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297204.9858174 Edm = 0.00715775 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297204.9766487 Edm = 0.000877301 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297204.9754032 Edm = 0.000270998 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297204.973138 Edm = 0.00193041 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297204.7719631 Edm = 0.192147 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297199.0227979 Edm = 0.527882 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297198.575102 Edm = 0.210089 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297198.3704458 Edm = 0.0207132 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297198.3464134 Edm = 0.00358057 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297198.3437621 Edm = 0.000885928 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297198.3399414 Edm = 0.00337836 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297198.2881197 Edm = 0.0444745 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297197.9815164 Edm = 0.212252 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297196.0844949 Edm = 1.23389 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297192.8583741 Edm = 1.62611 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297192.0276221 Edm = 0.165194 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297191.8670576 Edm = 0.0767284 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297191.8296388 Edm = 0.0133985 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297191.8156765 Edm = 0.00373073 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297191.8105046 Edm = 0.000803783 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297191.809566 Edm = 0.000153312 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297191.8087071 Edm = 0.000906882 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297191.6503675 Edm = 0.0614186 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297190.6336214 Edm = 0.551543 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297188.8112582 Edm = 0.311555 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297188.5875876 Edm = 0.0143273 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297188.5699422 Edm = 0.000894313 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297188.5689876 Edm = 0.000125165 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297188.5684994 Edm = 0.000331565 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297188.5563416 Edm = 0.0101252 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297187.5425513 Edm = 1.08892 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297187.2903034 Edm = 0.259484 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297187.0451241 Edm = 0.235511 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297184.1909148 Edm = 3.84618 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297184.1481124 Edm = 0.0161835 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297184.0930806 Edm = 0.0531703 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297183.4029447 Edm = 0.571545 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297181.8827754 Edm = 0.748542 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297180.5278601 Edm = 0.668281 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297178.9404897 Edm = 0.232866 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297178.6893297 Edm = 0.0395094 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297178.6251421 Edm = 0.0268265 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297178.6006752 Edm = 0.00304026 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297178.5980879 Edm = 0.000199128 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297178.597613 Edm = 0.000221255 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297178.5935291 Edm = 0.00409524 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297178.5180481 Edm = 0.0765512 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297178.5170441 Edm = 0.000631483 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297178.4802015 Edm = 0.0281931 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297178.2537649 Edm = 0.129826 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297178.0698237 Edm = 0.365243 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297177.8982576 Edm = 0.0679604 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297177.6784257 Edm = 0.0727337 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297177.5856131 Edm = 0.0136888 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297177.5726484 Edm = 0.0015591 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297177.5712904 Edm = 6.89919e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297177.5712904 Edm = 18.5071 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 297177.5712904 Edm = 18.5071 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297177.2412676 Edm = 68.2187 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297174.878886 Edm = 0.908262 NCalls = 832 -VariableMetric: Iteration # 116 - FCN = 297174.8258482 Edm = 1.00307 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297174.2222613 Edm = 0.102816 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297174.1606371 Edm = 0.0813415 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297174.085298 Edm = 0.0296652 NCalls = 842 -VariableMetric: Iteration # 120 - FCN = 297174.0545081 Edm = 0.0449561 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297174.0181582 Edm = 0.0179091 NCalls = 847 -VariableMetric: Iteration # 122 - FCN = 297173.9954392 Edm = 0.00848644 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297173.9894223 Edm = 0.00639389 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297173.9831429 Edm = 0.00130272 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297173.9805333 Edm = 0.000476628 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297173.9796574 Edm = 0.000344597 NCalls = 858 -VariableMetric: Iteration # 127 - FCN = 297173.9791009 Edm = 0.000410499 NCalls = 860 -VariableMetric: Iteration # 128 - FCN = 297173.9784066 Edm = 0.000803588 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297173.9768359 Edm = 0.000946491 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297173.9750592 Edm = 0.000759968 NCalls = 868 -VariableMetric: Iteration # 131 - FCN = 297173.9740913 Edm = 0.000233052 NCalls = 870 -VariableMetric: Iteration # 132 - FCN = 297173.9738012 Edm = 6.16853e-05 NCalls = 872 -VariableMetric: Iteration # 133 - FCN = 297173.9737402 Edm = 1.83756e-05 NCalls = 873 -VariableMetric: After Hessian - FCN = 297173.9737402 Edm = 2.97018e-05 NCalls = 1362 -VariableMetric: Iteration # 134 - FCN = 297173.9737402 Edm = 2.97018e-05 NCalls = 1362 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324096.6781285 Edm = 55.4666 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324096.6781285 Edm = 55.4666 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300955.2783392 Edm = 37.7836 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300537.5112114 Edm = 15.3248 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300519.8844647 Edm = 1.19772 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300246.980002 Edm = 258.182 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298233.1251252 Edm = 279.24 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298002.2395622 Edm = 164.882 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297929.7688284 Edm = 19.8678 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297914.0908272 Edm = 0.622738 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297891.3048824 Edm = 21.8194 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297805.0361058 Edm = 5.07313 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297799.9149195 Edm = 0.878244 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297787.7123889 Edm = 10.1381 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297608.4840648 Edm = 14.7968 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297584.5798468 Edm = 2.95654 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297577.5005047 Edm = 0.227145 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297577.1788465 Edm = 0.0276202 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297577.0833132 Edm = 0.0288685 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297576.8938199 Edm = 0.0999052 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297573.8654301 Edm = 3.03781 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297508.7710676 Edm = 31.7474 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297474.4156623 Edm = 17.7164 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297457.3100165 Edm = 0.633681 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297457.1074991 Edm = 0.0985548 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297457.0443927 Edm = 0.0378736 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297457.0227498 Edm = 0.0146656 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297456.9475626 Edm = 0.138036 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297445.0965734 Edm = 3.27014 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297435.029492 Edm = 2.60944 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297432.0946488 Edm = 0.387777 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297431.9231214 Edm = 0.0221342 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297431.898267 Edm = 0.00746661 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297431.8262253 Edm = 0.0709461 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297422.4349598 Edm = 0.28488 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297382.8245552 Edm = 3.13781 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297378.7667539 Edm = 0.39731 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297378.4233722 Edm = 0.0276756 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297378.3878714 Edm = 0.00402048 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297378.3796449 Edm = 0.00222898 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297378.3472336 Edm = 0.0203013 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297377.9121606 Edm = 0.361469 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297364.478802 Edm = 1.34744 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297363.0978812 Edm = 0.0489105 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297363.0509465 Edm = 0.00254414 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297363.0480725 Edm = 0.000611815 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297363.0442424 Edm = 0.00248325 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297362.9551311 Edm = 0.0941957 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297362.1350154 Edm = 0.654868 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297357.3201064 Edm = 0.63542 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297356.9054679 Edm = 0.124467 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297356.7661109 Edm = 0.0157315 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297356.7454701 Edm = 0.00337328 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297356.7422154 Edm = 0.000437477 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297356.7412898 Edm = 0.000480176 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297356.7310133 Edm = 0.00857227 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297355.6896274 Edm = 0.897051 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297352.6839431 Edm = 0.403049 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297352.4175025 Edm = 0.0527871 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297352.3608468 Edm = 0.000858981 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297352.3598496 Edm = 0.000157695 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297352.3594544 Edm = 0.000168174 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297352.3586585 Edm = 0.000669727 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297352.3154063 Edm = 0.0462095 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297352.3010181 Edm = 0.0143062 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297352.1139185 Edm = 0.0859606 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297352.0795776 Edm = 0.000209698 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297352.0789794 Edm = 0.000360273 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297351.9648054 Edm = 0.125106 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297351.4017418 Edm = 0.178506 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297351.1156884 Edm = 0.00735855 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297351.1082609 Edm = 0.000844341 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297351.1067192 Edm = 0.000631474 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297351.0794129 Edm = 0.0281292 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297351.0457022 Edm = 0.0315539 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297349.5487625 Edm = 0.629459 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297348.4859323 Edm = 0.393381 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297347.4419472 Edm = 0.105303 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297347.2984476 Edm = 0.11758 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297347.2667035 Edm = 0.0074928 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297347.2573381 Edm = 0.000377287 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297347.2569704 Edm = 5.33124e-05 NCalls = 255 -VariableMetric: After Hessian - FCN = 297347.2569704 Edm = 1.05702 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297347.2569704 Edm = 1.05702 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 297346.2381809 Edm = 0.222723 NCalls = 735 -VariableMetric: Iteration # 83 - FCN = 297345.4984558 Edm = 0.151218 NCalls = 739 -VariableMetric: Iteration # 84 - FCN = 297345.3885035 Edm = 0.120877 NCalls = 741 -VariableMetric: Iteration # 85 - FCN = 297345.3109391 Edm = 0.0366637 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297344.480041 Edm = 2.30229 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297344.4700601 Edm = 0.0222377 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297344.3799486 Edm = 0.457234 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297344.2140191 Edm = 0.569409 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297343.9931307 Edm = 2.30323 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297343.2507354 Edm = 0.951392 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297342.6855521 Edm = 0.759188 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297340.3112071 Edm = 5.50371 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297340.2597092 Edm = 0.0921265 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297339.3262932 Edm = 1.93586 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297339.0244309 Edm = 0.258348 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297338.5528195 Edm = 0.560888 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297335.9064963 Edm = 2.22565 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297334.510434 Edm = 1.42412 NCalls = 801 -VariableMetric: Iteration # 100 - FCN = 297332.1340203 Edm = 1.72207 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297330.1293337 Edm = 0.523462 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297329.4364763 Edm = 0.175132 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297329.2840334 Edm = 0.0848715 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297329.2415953 Edm = 0.0352715 NCalls = 814 -VariableMetric: Iteration # 105 - FCN = 297329.1966016 Edm = 0.0208216 NCalls = 816 -VariableMetric: Iteration # 106 - FCN = 297329.1367227 Edm = 0.0282776 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297329.0956944 Edm = 0.0165508 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297329.0597945 Edm = 0.0189675 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297328.9991243 Edm = 0.0238017 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297328.9678654 Edm = 0.00576947 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297328.957602 Edm = 0.00248322 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297328.9531215 Edm = 0.00150237 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297328.9492691 Edm = 0.00224526 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297328.9412987 Edm = 0.00222592 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297328.9373478 Edm = 0.0012143 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297328.9360172 Edm = 0.000290917 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297328.9356123 Edm = 8.49657e-05 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297328.9355127 Edm = 9.93929e-06 NCalls = 844 -VariableMetric: After Hessian - FCN = 297328.9355127 Edm = 1.32668e-05 NCalls = 1329 -VariableMetric: Iteration # 119 - FCN = 297328.9355127 Edm = 1.32668e-05 NCalls = 1329 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338653.3493031 Edm = 1097.53 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338653.3493031 Edm = 1097.53 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300108.7280654 Edm = 9.14904 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298706.5235237 Edm = 2.27087 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 298702.6650408 Edm = 15.676 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298360.8675602 Edm = 126.085 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 297990.7769826 Edm = 7.80865 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297975.6405661 Edm = 4.07379 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297972.7781069 Edm = 0.670472 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297936.0795619 Edm = 29.768 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297689.3423986 Edm = 42.8215 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297650.0925669 Edm = 2.69743 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297647.1248694 Edm = 0.0741559 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297646.1851583 Edm = 0.932874 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297597.7747854 Edm = 29.8239 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297491.3587322 Edm = 5.12923 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297482.7120508 Edm = 0.593752 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297481.876513 Edm = 0.127011 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297481.7556985 Edm = 0.020317 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297481.2804504 Edm = 0.425823 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297434.7137112 Edm = 18.2771 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297385.933845 Edm = 69.1948 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297354.921852 Edm = 8.52674 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297342.6887441 Edm = 2.27736 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297339.2701514 Edm = 0.183083 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297339.0957425 Edm = 0.00900771 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297339.079247 Edm = 0.00523073 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297338.6495463 Edm = 0.41089 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297304.7559982 Edm = 9.69871 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297293.4674167 Edm = 3.41139 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297287.6549852 Edm = 0.971948 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297286.2400829 Edm = 1.20652 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297285.8660722 Edm = 0.20858 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297285.6152581 Edm = 0.154659 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297285.2298751 Edm = 0.140436 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297284.7650858 Edm = 0.0481706 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297284.7159173 Edm = 0.00957499 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297284.6851261 Edm = 0.0221179 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297283.0519657 Edm = 1.44803 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297278.9594504 Edm = 4.98099 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297273.3044483 Edm = 10.8117 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297269.857761 Edm = 7.45827 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297267.1001281 Edm = 5.08761 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297261.0947219 Edm = 1.83428 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297258.8469808 Edm = 1.62351 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297257.9973713 Edm = 0.482878 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297257.5258822 Edm = 0.0275272 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297257.469935 Edm = 0.00404205 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297257.4627551 Edm = 0.00197185 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297257.4514615 Edm = 0.0105205 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297256.7537804 Edm = 0.716696 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297256.7410506 Edm = 0.0111585 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297254.8509231 Edm = 0.809932 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297251.9565716 Edm = 0.265402 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297251.6591827 Edm = 0.0448861 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297251.6319826 Edm = 0.00291532 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297251.6289909 Edm = 0.000403112 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297251.6244668 Edm = 0.00438911 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297251.5654366 Edm = 0.0223417 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297251.4291078 Edm = 0.118677 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297249.9965889 Edm = 1.06426 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297246.3009856 Edm = 0.303222 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297245.917622 Edm = 0.0394433 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297245.8546686 Edm = 0.00405234 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297245.8518715 Edm = 0.000443154 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297245.8513178 Edm = 0.000217002 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297245.8483655 Edm = 0.00327425 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297245.7699253 Edm = 0.0715216 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297243.9716774 Edm = 0.569812 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297243.3434289 Edm = 0.292593 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297242.8381471 Edm = 0.112341 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297242.6908316 Edm = 0.0136844 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297242.6794209 Edm = 0.00100067 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297242.6783898 Edm = 0.000122851 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297242.6781609 Edm = 8.18271e-05 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297242.6775005 Edm = 0.000600569 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297242.6562772 Edm = 0.0170745 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297241.98554 Edm = 0.308834 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297241.2121292 Edm = 0.15859 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297241.0907337 Edm = 0.00340793 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297241.0873522 Edm = 4.87174e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297241.0873522 Edm = 9.76853 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297241.0873522 Edm = 9.76853 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297241.0547437 Edm = 18.8828 NCalls = 741 -VariableMetric: Iteration # 82 - FCN = 297239.3649485 Edm = 0.216705 NCalls = 744 -VariableMetric: Iteration # 83 - FCN = 297238.973585 Edm = 0.324174 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297238.7797253 Edm = 0.230023 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297238.5218089 Edm = 0.48908 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297237.9735269 Edm = 0.925548 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297237.7842641 Edm = 0.361217 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297236.8110346 Edm = 0.912227 NCalls = 763 -VariableMetric: Iteration # 89 - FCN = 297236.1340972 Edm = 0.297615 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297235.8313426 Edm = 0.242879 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297235.7673842 Edm = 0.0724059 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297235.6183399 Edm = 0.0669685 NCalls = 774 -VariableMetric: Iteration # 93 - FCN = 297235.5609269 Edm = 0.0087066 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297235.5397915 Edm = 0.015093 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297235.5201365 Edm = 0.0244792 NCalls = 789 -VariableMetric: Iteration # 96 - FCN = 297235.5102107 Edm = 10.1075 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297235.510007 Edm = 16.9893 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297235.5089046 Edm = 2.38465 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297235.5086084 Edm = 2.84045 NCalls = 804 -VariableMetric: Iteration # 100 - FCN = 297235.5058085 Edm = 0.609414 NCalls = 807 -VariableMetric: Iteration # 101 - FCN = 297235.5043171 Edm = 2.79079 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297235.4961367 Edm = 0.607388 NCalls = 813 -VariableMetric: Iteration # 103 - FCN = 297235.486215 Edm = 2.74582 NCalls = 815 -VariableMetric: Iteration # 104 - FCN = 297235.481275 Edm = 4.06558 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297235.4644092 Edm = 0.362661 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297235.4473877 Edm = 0.151876 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297235.440221 Edm = 0.478791 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297235.4288005 Edm = 0.121575 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297235.4149707 Edm = 0.099532 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297235.395767 Edm = 0.0894859 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297235.3787602 Edm = 0.0816112 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297235.3550186 Edm = 0.133323 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297235.3453644 Edm = 0.0366473 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297235.3409742 Edm = 0.00820645 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297235.3390506 Edm = 0.00841206 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297235.3381339 Edm = 0.00220791 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297235.3372523 Edm = 0.000464537 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297235.3372085 Edm = 0.000119432 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297235.3371584 Edm = 3.25372e-05 NCalls = 847 -VariableMetric: After Hessian - FCN = 297235.3371584 Edm = 4.52032e-06 NCalls = 1348 -VariableMetric: Iteration # 120 - FCN = 297235.3371584 Edm = 4.52032e-06 NCalls = 1348 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321232.1019067 Edm = 110.093 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321232.1019067 Edm = 110.093 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302254.907234 Edm = 12.1678 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301836.672785 Edm = 2632.64 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300869.2101669 Edm = 42.404 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300864.7130811 Edm = 4.22385 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299271.1270155 Edm = 1077.33 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298569.9805078 Edm = 17.3149 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298549.1927447 Edm = 1.33487 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298546.8787483 Edm = 0.330453 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298534.9835672 Edm = 10.4557 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298200.6211924 Edm = 0.853146 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298199.1629237 Edm = 0.185877 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298198.9119888 Edm = 0.0821578 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298198.3184018 Edm = 0.557505 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 298065.9198911 Edm = 4.59906 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297854.8354513 Edm = 42.7708 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297724.4556053 Edm = 22.7811 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297687.7709649 Edm = 33.9438 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297659.6215076 Edm = 9.09566 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297649.2094226 Edm = 3.18537 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297643.7084017 Edm = 5.79967 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297634.4642734 Edm = 9.83349 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297623.2719292 Edm = 24.2835 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297608.2330599 Edm = 14.9125 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297584.4064713 Edm = 6.82459 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297573.2966027 Edm = 0.785336 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297572.9006403 Edm = 0.442691 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297571.7936011 Edm = 0.2152 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297570.7457694 Edm = 0.564174 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297547.0341385 Edm = 32.9358 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297525.7503714 Edm = 13.0126 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297496.4357824 Edm = 7.59837 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297464.29719 Edm = 6.26029 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297460.1965608 Edm = 1.14589 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297458.9977756 Edm = 0.036706 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297458.9586986 Edm = 0.0104604 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297458.9139261 Edm = 0.0338836 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297429.5585912 Edm = 28.5448 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297426.1552655 Edm = 4.09809 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297425.9153456 Edm = 0.155193 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297421.038184 Edm = 6.21172 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297413.9168079 Edm = 5.88408 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297408.9000839 Edm = 19.1005 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297394.7689638 Edm = 3.77673 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297389.893798 Edm = 0.305887 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297389.6214982 Edm = 0.209594 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297388.4949292 Edm = 1.08202 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297384.0915271 Edm = 0.612055 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297383.3569551 Edm = 0.13463 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297383.2606425 Edm = 0.0428262 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297383.2166481 Edm = 0.0128613 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297383.1898925 Edm = 0.00451951 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297383.1756387 Edm = 0.0130319 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297382.6414073 Edm = 0.498939 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297350.9565461 Edm = 7.09533 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297343.5550223 Edm = 1.68403 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297342.4300057 Edm = 0.174201 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297342.3003672 Edm = 0.0294909 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297342.2694665 Edm = 0.00288781 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297342.2662005 Edm = 0.00144978 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297342.2561259 Edm = 0.00909738 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297340.9039821 Edm = 0.228162 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297337.7585759 Edm = 0.947036 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297336.4534617 Edm = 0.593028 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297335.959435 Edm = 0.103788 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297335.863186 Edm = 0.0285735 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297335.7946656 Edm = 0.00461928 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297335.789457 Edm = 0.000949907 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297335.7805483 Edm = 0.00784255 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297335.0516992 Edm = 0.588842 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297328.5295558 Edm = 1.27315 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297327.1694299 Edm = 0.94972 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297326.6557208 Edm = 0.192788 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297326.4793361 Edm = 0.044473 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297326.4185968 Edm = 0.010812 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297326.3970974 Edm = 0.00162503 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297326.3948657 Edm = 0.000409876 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297326.392622 Edm = 0.0021922 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297326.3718428 Edm = 0.0229322 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297326.0488232 Edm = 0.260625 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297323.1960854 Edm = 2.57662 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297321.8555393 Edm = 0.303944 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297321.6412116 Edm = 0.052957 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297321.5922751 Edm = 0.00190807 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297321.5891178 Edm = 0.00141443 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297321.5830763 Edm = 0.00338647 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297321.4961969 Edm = 0.0804656 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297318.7224008 Edm = 1.12806 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297316.8399934 Edm = 0.421295 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297316.5703671 Edm = 0.364097 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297316.4314961 Edm = 0.129238 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297316.30234 Edm = 0.0575075 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297316.2371395 Edm = 0.0225994 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297316.1848487 Edm = 0.00824565 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297316.1758252 Edm = 0.000594427 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297316.1744197 Edm = 0.00078417 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297316.1557545 Edm = 0.0209703 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297315.6190471 Edm = 0.554124 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297312.5065184 Edm = 3.81227 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297309.6827833 Edm = 1.57428 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297309.025075 Edm = 0.645044 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297308.5167287 Edm = 0.076928 NCalls = 330 -VariableMetric: Iteration # 102 - FCN = 297308.4742799 Edm = 0.010305 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297308.4642329 Edm = 0.000408578 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297308.4636873 Edm = 8.605e-05 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297308.4633135 Edm = 0.000260404 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297308.4527354 Edm = 0.0111375 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297308.0230679 Edm = 0.0410904 NCalls = 349 -VariableMetric: Iteration # 108 - FCN = 297306.9535995 Edm = 0.113255 NCalls = 351 -VariableMetric: Iteration # 109 - FCN = 297306.8041699 Edm = 0.00260141 NCalls = 353 -VariableMetric: Iteration # 110 - FCN = 297306.801959 Edm = 8.93908e-05 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297306.801833 Edm = 4.66685e-05 NCalls = 357 -VariableMetric: After Hessian - FCN = 297306.801833 Edm = 5.43838 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297306.801833 Edm = 5.43838 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297300.6837608 Edm = 1.25397 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297300.223118 Edm = 0.405518 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297300.1618628 Edm = 0.108965 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297300.0347735 Edm = 0.0239109 NCalls = 843 -VariableMetric: Iteration # 117 - FCN = 297300.0128255 Edm = 0.00659789 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 297300.001681 Edm = 0.00359294 NCalls = 847 -VariableMetric: Iteration # 119 - FCN = 297299.9942095 Edm = 0.00130976 NCalls = 849 -VariableMetric: Iteration # 120 - FCN = 297299.9918729 Edm = 0.00107516 NCalls = 851 -VariableMetric: Iteration # 121 - FCN = 297299.9880161 Edm = 0.00126471 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297299.9860373 Edm = 0.000180639 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297299.9857334 Edm = 2.33642e-05 NCalls = 858 -VariableMetric: After Hessian - FCN = 297299.9857334 Edm = 2.61945e-05 NCalls = 1343 -VariableMetric: Iteration # 124 - FCN = 297299.9857334 Edm = 2.61945e-05 NCalls = 1343 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318121.5714266 Edm = 85.8422 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318121.5714266 Edm = 85.8422 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315100.0360033 Edm = 28.3113 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 312665.0662736 Edm = 14868.6 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 310672.6616804 Edm = 1748.82 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298293.3631499 Edm = 28.2001 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298213.4381226 Edm = 9.98777 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298152.8214692 Edm = 3.31275 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298149.7183923 Edm = 0.342169 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298121.469686 Edm = 23.5104 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297985.84738 Edm = 1.44389 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297984.0434702 Edm = 0.0535556 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297980.6923176 Edm = 3.30329 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297728.9678672 Edm = 111.126 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297582.0880322 Edm = 38.2733 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297545.6755548 Edm = 22.948 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297532.3488836 Edm = 1.66429 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297530.5354769 Edm = 0.0850375 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297530.3970568 Edm = 0.0992667 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297529.0301089 Edm = 1.48255 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297518.3674044 Edm = 8.11501 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297491.457401 Edm = 1.40728 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297490.1605829 Edm = 0.00915198 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297490.1256254 Edm = 0.0192984 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297489.9253662 Edm = 0.186881 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297479.0863555 Edm = 6.85625 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297457.1320445 Edm = 3.05259 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297453.229038 Edm = 0.929123 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297452.0282335 Edm = 0.27668 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297451.4595694 Edm = 0.123076 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297451.1898668 Edm = 0.0342126 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297451.0821468 Edm = 0.0379344 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297450.9525145 Edm = 0.100153 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297450.8886544 Edm = 0.127202 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297450.7458353 Edm = 0.600784 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297450.6593696 Edm = 0.0988194 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297449.1456034 Edm = 0.567087 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297448.3241014 Edm = 0.502983 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297447.8990546 Edm = 0.871821 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297444.469434 Edm = 1.28818 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297442.8683614 Edm = 1.48195 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297441.229882 Edm = 1.49253 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297434.9516912 Edm = 0.481097 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297434.4243212 Edm = 0.0377819 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297434.4032586 Edm = 0.00597026 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297434.3903094 Edm = 0.0054382 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297434.3282047 Edm = 0.0263201 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297433.6599027 Edm = 0.586414 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297410.1875836 Edm = 56.0033 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297395.9486215 Edm = 7.05372 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297390.9456397 Edm = 2.78262 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297388.9893296 Edm = 3.41465 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297387.5632987 Edm = 0.724707 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297385.8228153 Edm = 0.607469 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297385.1378813 Edm = 0.306933 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297384.7777242 Edm = 0.1427 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297384.6031319 Edm = 0.186495 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297384.4512874 Edm = 0.0141796 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297384.4320119 Edm = 0.0046645 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297384.3811594 Edm = 0.0393941 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297383.6954374 Edm = 0.515498 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297378.200889 Edm = 8.84812 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297368.4251883 Edm = 4.66633 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297364.1166875 Edm = 2.33973 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297363.0825462 Edm = 0.391808 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297362.5271212 Edm = 0.120994 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297362.3594158 Edm = 0.0472288 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297362.3294863 Edm = 0.00392784 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297362.324547 Edm = 0.000547294 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297362.3222158 Edm = 0.00198401 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297362.2316222 Edm = 0.0950406 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297362.2215543 Edm = 0.00914301 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297360.6041543 Edm = 0.670669 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297359.3163019 Edm = 0.0766966 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297359.2429823 Edm = 0.00102529 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297359.2420114 Edm = 0.000118726 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297359.2411528 Edm = 0.00080902 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297359.0789363 Edm = 0.0223858 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297358.0718813 Edm = 0.348482 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297357.2456342 Edm = 0.151979 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297357.1188827 Edm = 0.0364541 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297357.0521941 Edm = 0.0389594 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297356.8962233 Edm = 0.070891 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297356.8348562 Edm = 0.104224 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297356.762718 Edm = 0.00693856 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297356.7528592 Edm = 0.00367588 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297356.7503959 Edm = 0.000561912 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297356.7498078 Edm = 4.5439e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297356.7498078 Edm = 556.748 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297356.7498078 Edm = 556.748 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 297355.4515789 Edm = 1.50174 NCalls = 765 -VariableMetric: Iteration # 89 - FCN = 297352.8400878 Edm = 0.407209 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297352.7395263 Edm = 0.482785 NCalls = 769 -VariableMetric: Iteration # 91 - FCN = 297352.7297944 Edm = 19745.1 NCalls = 778 -VariableMetric: Iteration # 92 - FCN = 297352.6989673 Edm = 20288.2 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297352.6371979 Edm = 4316.42 NCalls = 790 -VariableMetric: Iteration # 94 - FCN = 297352.6318072 Edm = 4670.63 NCalls = 796 -VariableMetric: Iteration # 95 - FCN = 297352.6032584 Edm = 1299.92 NCalls = 801 -VariableMetric: Iteration # 96 - FCN = 297352.6004461 Edm = 5576.91 NCalls = 805 -VariableMetric: Iteration # 97 - FCN = 297352.4906053 Edm = 450.255 NCalls = 809 -VariableMetric: Iteration # 98 - FCN = 297352.4574084 Edm = 239.18 NCalls = 813 -VariableMetric: Iteration # 99 - FCN = 297352.4484739 Edm = 497.467 NCalls = 817 -VariableMetric: Iteration # 100 - FCN = 297352.4179321 Edm = 611.867 NCalls = 821 -VariableMetric: Iteration # 101 - FCN = 297352.3563899 Edm = 53.7523 NCalls = 825 -VariableMetric: Iteration # 102 - FCN = 297352.350403 Edm = 20.4665 NCalls = 829 -VariableMetric: Iteration # 103 - FCN = 297352.3055687 Edm = 26.452 NCalls = 832 -VariableMetric: Iteration # 104 - FCN = 297352.2372025 Edm = 21.6565 NCalls = 835 -VariableMetric: Iteration # 105 - FCN = 297352.1925574 Edm = 11.7832 NCalls = 838 -VariableMetric: Iteration # 106 - FCN = 297352.1256355 Edm = 10.6254 NCalls = 841 -VariableMetric: Iteration # 107 - FCN = 297352.0707375 Edm = 6.66236 NCalls = 844 -VariableMetric: Iteration # 108 - FCN = 297352.0300153 Edm = 3.32006 NCalls = 847 -VariableMetric: Iteration # 109 - FCN = 297352.0067527 Edm = 6.34938 NCalls = 850 -VariableMetric: Iteration # 110 - FCN = 297351.8244563 Edm = 33.0643 NCalls = 856 -VariableMetric: Iteration # 111 - FCN = 297351.8167559 Edm = 0.447309 NCalls = 859 -VariableMetric: Iteration # 112 - FCN = 297351.8139741 Edm = 2.0968 NCalls = 862 -VariableMetric: Iteration # 113 - FCN = 297351.3433739 Edm = 2.52273 NCalls = 865 -VariableMetric: Iteration # 114 - FCN = 297351.1183785 Edm = 5.91743 NCalls = 868 -VariableMetric: Iteration # 115 - FCN = 297350.9589484 Edm = 0.563244 NCalls = 870 -VariableMetric: Iteration # 116 - FCN = 297350.1041668 Edm = 1.56657 NCalls = 874 -VariableMetric: Iteration # 117 - FCN = 297349.343873 Edm = 1.86076 NCalls = 878 -VariableMetric: Iteration # 118 - FCN = 297348.8395184 Edm = 1.42283 NCalls = 881 -VariableMetric: Iteration # 119 - FCN = 297348.4488916 Edm = 0.185904 NCalls = 883 -VariableMetric: Iteration # 120 - FCN = 297348.3539608 Edm = 0.124276 NCalls = 885 -VariableMetric: Iteration # 121 - FCN = 297348.2979899 Edm = 0.0314751 NCalls = 887 -VariableMetric: Iteration # 122 - FCN = 297348.2829512 Edm = 0.0102648 NCalls = 889 -VariableMetric: Iteration # 123 - FCN = 297348.2714834 Edm = 0.0038683 NCalls = 891 -VariableMetric: Iteration # 124 - FCN = 297348.264417 Edm = 0.00291814 NCalls = 894 -VariableMetric: Iteration # 125 - FCN = 297348.259878 Edm = 0.00148261 NCalls = 896 -VariableMetric: Iteration # 126 - FCN = 297348.2578845 Edm = 0.0012185 NCalls = 899 -VariableMetric: Iteration # 127 - FCN = 297348.2568888 Edm = 0.000380271 NCalls = 901 -VariableMetric: Iteration # 128 - FCN = 297348.2562281 Edm = 0.000169072 NCalls = 903 -VariableMetric: Iteration # 129 - FCN = 297348.255825 Edm = 0.000289414 NCalls = 905 -VariableMetric: Iteration # 130 - FCN = 297348.2536246 Edm = 0.00128416 NCalls = 910 -VariableMetric: Iteration # 131 - FCN = 297348.2500466 Edm = 0.000876623 NCalls = 913 -VariableMetric: Iteration # 132 - FCN = 297348.2483731 Edm = 0.00110049 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297348.2479176 Edm = 0.000360433 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297348.247477 Edm = 0.000132123 NCalls = 920 -VariableMetric: Iteration # 135 - FCN = 297348.2473637 Edm = 6.90986e-05 NCalls = 922 -VariableMetric: Iteration # 136 - FCN = 297348.2472331 Edm = 4.37556e-05 NCalls = 924 -VariableMetric: After Hessian - FCN = 297348.2472331 Edm = 0.0109104 NCalls = 1407 -VariableMetric: Iteration # 137 - FCN = 297348.2472331 Edm = 0.0109104 NCalls = 1407 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312191.3664529 Edm = 32.9514 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312191.3664529 Edm = 32.9514 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306364.2685663 Edm = 7.7244 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306339.9168412 Edm = 14.137 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 306235.9340043 Edm = 115.056 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302541.9942021 Edm = 39.1784 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300056.7976375 Edm = 633.274 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299931.7455035 Edm = 659.195 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299144.5510847 Edm = 74.9499 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299064.1519802 Edm = 11.17 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 299031.6189616 Edm = 1.04317 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 299019.3625933 Edm = 12.5769 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298985.7658565 Edm = 32.1851 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298955.6348357 Edm = 25.268 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297912.2725704 Edm = 60.4341 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297855.9651451 Edm = 10.9006 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297847.3892789 Edm = 2.45186 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297846.0344239 Edm = 0.0206934 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297845.9983019 Edm = 0.0229095 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297843.0754684 Edm = 2.9017 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297842.8555935 Edm = 0.200237 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297756.0868961 Edm = 22.9939 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297736.2034167 Edm = 6.07506 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297730.0889005 Edm = 0.467028 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297729.5668719 Edm = 0.0214649 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297729.539936 Edm = 0.011619 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297729.3413097 Edm = 0.197158 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297717.9450546 Edm = 1.93547 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297691.0956668 Edm = 4.12013 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297682.6260367 Edm = 0.388743 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297682.0764458 Edm = 0.0523916 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297682.0225744 Edm = 0.00334376 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297682.0074285 Edm = 0.0125077 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297681.3139587 Edm = 0.701786 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297681.2669466 Edm = 0.0428232 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297667.6141803 Edm = 11.6168 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297667.4845265 Edm = 0.161613 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297661.4903462 Edm = 4.84058 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297620.222821 Edm = 12.174 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297594.7640175 Edm = 5.99393 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297590.653972 Edm = 1.63416 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297588.3787864 Edm = 0.781026 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297586.8592493 Edm = 0.422609 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297586.5750697 Edm = 0.0697132 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297586.4848923 Edm = 0.00636006 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297586.4775808 Edm = 0.00162583 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297586.4507742 Edm = 0.0241789 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297585.9169913 Edm = 0.576782 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297585.2790398 Edm = 0.588167 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297552.5562828 Edm = 6.42142 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297545.6771329 Edm = 2.11682 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297542.6590275 Edm = 2.48477 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297541.0290725 Edm = 2.83641 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297538.0904397 Edm = 1.85364 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297536.7170131 Edm = 0.518793 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297536.4294519 Edm = 0.0873063 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297536.3807312 Edm = 0.00344 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297536.3756484 Edm = 0.000776516 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297536.3733906 Edm = 0.00108056 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297536.3661777 Edm = 0.00892899 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297536.0852694 Edm = 0.238546 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297533.3567091 Edm = 0.313832 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297533.1110965 Edm = 0.00366772 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297533.1070829 Edm = 0.000199629 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297533.106734 Edm = 0.000145826 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297533.1019735 Edm = 0.00475101 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297532.8308014 Edm = 0.00575519 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297530.3072025 Edm = 0.276284 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297530.0478066 Edm = 0.0329056 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297530.0139088 Edm = 0.000590255 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297530.0133018 Edm = 4.21664e-05 NCalls = 232 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309013.9160916 Edm = 19.1078 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309013.9160916 Edm = 19.1078 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300138.6051352 Edm = 221.308 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300108.8912152 Edm = 59.8103 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298788.4285021 Edm = 277.972 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298620.8981222 Edm = 129.701 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298512.2083931 Edm = 5.23799 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298503.504122 Edm = 0.692584 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298498.1768965 Edm = 3.54297 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298219.927146 Edm = 86.1095 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298090.6680002 Edm = 0.222249 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298090.4102939 Edm = 0.0300624 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 298090.2442707 Edm = 0.164488 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298087.2682966 Edm = 4.35908 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 298087.0261815 Edm = 0.220969 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 298051.8704509 Edm = 11.6473 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297880.4509515 Edm = 95.743 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297652.1222425 Edm = 25.6339 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297640.8290576 Edm = 19.8779 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297631.4705727 Edm = 0.927134 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297628.5543239 Edm = 1.2652 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297626.9140983 Edm = 0.587817 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297626.3509015 Edm = 0.0172495 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297626.3052353 Edm = 0.0289662 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297620.111052 Edm = 5.58877 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297585.9219627 Edm = 6.75629 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297578.818642 Edm = 0.555164 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297578.0921826 Edm = 0.0357254 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297578.0282152 Edm = 0.021152 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297577.9553245 Edm = 0.00931832 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297577.9055615 Edm = 0.0375236 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297574.1819609 Edm = 4.0864 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297574.0468822 Edm = 0.1998 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297563.3430605 Edm = 8.72508 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297524.4096668 Edm = 2.13005 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297519.5337264 Edm = 3.29545 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297516.8447766 Edm = 1.79284 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297515.6657318 Edm = 0.0811591 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297515.5901209 Edm = 0.00469245 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297515.5692829 Edm = 0.0187869 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297515.2517982 Edm = 0.236958 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297513.5769069 Edm = 2.72516 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297512.8845283 Edm = 2.71135 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297509.83544 Edm = 1.23696 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297509.2627599 Edm = 1.31858 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297508.6564531 Edm = 0.169077 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297508.5263514 Edm = 0.200751 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297507.9563805 Edm = 0.536953 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297498.9539226 Edm = 4.97811 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297482.5012666 Edm = 1.59287 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297480.8351895 Edm = 3.17012 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297479.4050085 Edm = 0.835122 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297477.3372122 Edm = 0.289236 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297477.1644348 Edm = 0.0371121 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297477.1344722 Edm = 0.00873589 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297477.1258654 Edm = 0.000459905 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297477.1249698 Edm = 0.000548139 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297477.0834392 Edm = 0.0440845 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297476.7435107 Edm = 0.143769 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297474.4329263 Edm = 1.3716 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297471.529324 Edm = 0.987643 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297470.9897215 Edm = 0.221739 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297470.8414638 Edm = 0.0433984 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297470.7725284 Edm = 0.0209042 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297470.7282395 Edm = 0.00207197 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297470.7253974 Edm = 0.000395969 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297470.7238292 Edm = 0.00155355 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297470.6820649 Edm = 0.0392493 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297467.9722343 Edm = 1.84321 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297466.1347829 Edm = 0.609335 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297465.4666857 Edm = 0.0753899 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297465.4318059 Edm = 0.0321981 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297465.3619706 Edm = 0.0381147 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297465.3061922 Edm = 0.00542906 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297465.2995487 Edm = 0.000404883 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297465.2989221 Edm = 0.000392127 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297465.2961428 Edm = 0.00267627 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297465.0533958 Edm = 0.0945261 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297463.6378821 Edm = 1.18073 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297462.2441542 Edm = 1.01418 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297460.7082376 Edm = 0.0815206 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297460.6199364 Edm = 0.0100597 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297460.6112713 Edm = 0.000588689 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297460.6096215 Edm = 0.000387353 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297460.6073963 Edm = 0.00164292 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297460.580001 Edm = 0.0294641 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297460.2589271 Edm = 0.259835 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297458.7987966 Edm = 0.196716 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297458.6114753 Edm = 0.053451 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297458.5703169 Edm = 0.00501541 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297458.564339 Edm = 0.000694797 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297458.5633499 Edm = 9.04272e-05 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297458.563141 Edm = 0.000140418 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297458.5596054 Edm = 0.00378079 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297458.5192811 Edm = 0.0407505 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297458.5162102 Edm = 0.00303459 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297458.411776 Edm = 0.00400055 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297456.6389865 Edm = 0.697027 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297455.1468017 Edm = 0.279431 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297454.8629858 Edm = 0.0344164 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297454.8285894 Edm = 0.0024978 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297454.8255253 Edm = 0.000485215 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297454.8248376 Edm = 0.000189713 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297454.8245227 Edm = 0.00013749 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297454.8229885 Edm = 0.00153133 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297454.7320828 Edm = 0.0579749 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297453.7849523 Edm = 0.964045 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297453.4081991 Edm = 0.632893 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297452.7439317 Edm = 0.768752 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297451.1352958 Edm = 0.284507 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297450.625517 Edm = 0.0722648 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297450.518691 Edm = 0.00788992 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297450.5079609 Edm = 0.0023537 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297450.5040743 Edm = 0.000662046 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297450.5028273 Edm = 0.000278122 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297450.5013283 Edm = 0.00121217 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297450.4631976 Edm = 0.0384447 NCalls = 369 -VariableMetric: Iteration # 116 - FCN = 297449.5747181 Edm = 0.774765 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297445.1540931 Edm = 1.21295 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297444.4257014 Edm = 0.0963386 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297444.3621234 Edm = 0.0254482 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297444.3500388 Edm = 0.00225116 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297444.3463736 Edm = 0.0017963 NCalls = 387 -VariableMetric: Iteration # 122 - FCN = 297444.3427737 Edm = 0.000377491 NCalls = 389 -VariableMetric: Iteration # 123 - FCN = 297444.3420665 Edm = 0.000262234 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297444.3392537 Edm = 0.00264759 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297444.2821802 Edm = 0.0494357 NCalls = 401 -VariableMetric: Iteration # 126 - FCN = 297443.4162976 Edm = 1.56486 NCalls = 405 -VariableMetric: Iteration # 127 - FCN = 297442.3004998 Edm = 0.915912 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297439.9202356 Edm = 1.29522 NCalls = 416 -VariableMetric: Iteration # 129 - FCN = 297438.3463488 Edm = 0.446185 NCalls = 418 -VariableMetric: Iteration # 130 - FCN = 297438.0720384 Edm = 0.131241 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297437.9977937 Edm = 0.0317721 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297437.967475 Edm = 0.00337517 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297437.9625134 Edm = 0.00195945 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297437.9571702 Edm = 0.00150382 NCalls = 428 -VariableMetric: Iteration # 135 - FCN = 297437.9554666 Edm = 0.000241198 NCalls = 429 -VariableMetric: Iteration # 136 - FCN = 297437.9551178 Edm = 0.000157069 NCalls = 431 -VariableMetric: Iteration # 137 - FCN = 297437.9537872 Edm = 0.00114619 NCalls = 434 -VariableMetric: Iteration # 138 - FCN = 297437.8705698 Edm = 0.0702611 NCalls = 439 -VariableMetric: Iteration # 139 - FCN = 297437.1205258 Edm = 0.559757 NCalls = 443 -VariableMetric: Iteration # 140 - FCN = 297436.8108184 Edm = 0.106555 NCalls = 445 -VariableMetric: Iteration # 141 - FCN = 297436.7057165 Edm = 0.012181 NCalls = 447 -VariableMetric: Iteration # 142 - FCN = 297436.6896877 Edm = 0.00206587 NCalls = 449 -VariableMetric: Iteration # 143 - FCN = 297436.6866332 Edm = 0.000322259 NCalls = 451 -VariableMetric: Iteration # 144 - FCN = 297436.6861519 Edm = 3.35916e-05 NCalls = 453 -VariableMetric: After Hessian - FCN = 297436.6861519 Edm = 89.438 NCalls = 928 -VariableMetric: Iteration # 145 - FCN = 297436.6861519 Edm = 89.438 NCalls = 928 -VariableMetric: Iteration # 146 - FCN = 297436.4622022 Edm = 121.433 NCalls = 932 -VariableMetric: Iteration # 147 - FCN = 297436.1927374 Edm = 4.83029 NCalls = 934 -VariableMetric: Iteration # 148 - FCN = 297436.1503909 Edm = 7750.52 NCalls = 938 -VariableMetric: Iteration # 149 - FCN = 297436.0797891 Edm = 2139.32 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297436.0011775 Edm = 198.316 NCalls = 946 -VariableMetric: Iteration # 151 - FCN = 297435.9845608 Edm = 262.591 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297435.9367489 Edm = 69.8201 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297435.8886139 Edm = 73.4176 NCalls = 957 -VariableMetric: Iteration # 154 - FCN = 297435.7396311 Edm = 66.2287 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297435.5021479 Edm = 256.2 NCalls = 962 -VariableMetric: Iteration # 156 - FCN = 297435.3637857 Edm = 52.151 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297435.301623 Edm = 24.377 NCalls = 968 -VariableMetric: Iteration # 158 - FCN = 297435.1165097 Edm = 46.5279 NCalls = 971 -VariableMetric: Iteration # 159 - FCN = 297435.0457967 Edm = 240.601 NCalls = 973 -VariableMetric: Iteration # 160 - FCN = 297434.7151822 Edm = 3.15548 NCalls = 975 -VariableMetric: Iteration # 161 - FCN = 297434.5398677 Edm = 2.40927 NCalls = 977 -VariableMetric: Iteration # 162 - FCN = 297434.2562783 Edm = 5.66382 NCalls = 979 -VariableMetric: Iteration # 163 - FCN = 297434.1006469 Edm = 7.20123 NCalls = 981 -VariableMetric: Iteration # 164 - FCN = 297433.7491718 Edm = 0.728881 NCalls = 983 -VariableMetric: Iteration # 165 - FCN = 297433.6788378 Edm = 1.1394 NCalls = 985 -VariableMetric: Iteration # 166 - FCN = 297433.0384722 Edm = 8.42942 NCalls = 993 -VariableMetric: Iteration # 167 - FCN = 297432.8868414 Edm = 0.93979 NCalls = 995 -VariableMetric: Iteration # 168 - FCN = 297432.7659192 Edm = 0.730731 NCalls = 997 -VariableMetric: Iteration # 169 - FCN = 297432.3663629 Edm = 0.81163 NCalls = 1000 -VariableMetric: Iteration # 170 - FCN = 297431.9111774 Edm = 6.825 NCalls = 1002 -VariableMetric: Iteration # 171 - FCN = 297431.1991237 Edm = 2.16518 NCalls = 1004 -VariableMetric: Iteration # 172 - FCN = 297430.0075606 Edm = 1.27377 NCalls = 1007 -VariableMetric: Iteration # 173 - FCN = 297429.7358461 Edm = 0.247739 NCalls = 1009 -VariableMetric: Iteration # 174 - FCN = 297429.608868 Edm = 0.130998 NCalls = 1011 -VariableMetric: Iteration # 175 - FCN = 297429.5458047 Edm = 0.0372732 NCalls = 1013 -VariableMetric: Iteration # 176 - FCN = 297429.5331313 Edm = 0.0230603 NCalls = 1015 -VariableMetric: Iteration # 177 - FCN = 297429.5256305 Edm = 0.00419194 NCalls = 1017 -VariableMetric: Iteration # 178 - FCN = 297429.5212057 Edm = 0.00128418 NCalls = 1019 -VariableMetric: Iteration # 179 - FCN = 297429.5132258 Edm = 0.00732764 NCalls = 1022 -VariableMetric: Iteration # 180 - FCN = 297429.4861262 Edm = 0.00572819 NCalls = 1027 -VariableMetric: Iteration # 181 - FCN = 297429.4772062 Edm = 0.00304444 NCalls = 1029 -VariableMetric: Iteration # 182 - FCN = 297429.4750424 Edm = 0.0019088 NCalls = 1030 -VariableMetric: Iteration # 183 - FCN = 297429.4731622 Edm = 0.000235972 NCalls = 1032 -VariableMetric: Iteration # 184 - FCN = 297429.4728698 Edm = 2.44913e-05 NCalls = 1034 -VariableMetric: After Hessian - FCN = 297429.4728698 Edm = 3.36888e-05 NCalls = 1515 -VariableMetric: Iteration # 185 - FCN = 297429.4728698 Edm = 3.36888e-05 NCalls = 1515 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318088.3508141 Edm = 637.706 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318088.3508141 Edm = 637.706 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302939.7022293 Edm = 5.7436 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299763.1451386 Edm = 40.6798 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299702.1607164 Edm = 944.117 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299670.1563621 Edm = 3.44899 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298632.2689281 Edm = 138.051 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298227.0881809 Edm = 0.551846 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298226.3637746 Edm = 0.236505 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298226.0654186 Edm = 0.120161 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298090.8235154 Edm = 25.1291 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297992.9413103 Edm = 3.24317 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297989.703094 Edm = 0.0817087 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297989.4205138 Edm = 0.267737 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297925.1351324 Edm = 22.0184 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297884.8247319 Edm = 0.74408 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297883.8761989 Edm = 0.195793 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297883.31156 Edm = 0.363685 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297685.6762872 Edm = 57.3609 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297631.15252 Edm = 25.65 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297623.9270204 Edm = 10.5975 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297617.7654859 Edm = 0.166597 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297617.4593088 Edm = 0.214323 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297557.8275752 Edm = 37.6305 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297460.7150324 Edm = 23.4033 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297434.1163951 Edm = 4.51895 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297429.6205888 Edm = 0.762256 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297429.0751036 Edm = 0.0410601 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297429.0243547 Edm = 0.00828608 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297428.9944733 Edm = 0.026323 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297427.9434463 Edm = 1.07505 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297427.3108467 Edm = 0.578929 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297402.4991523 Edm = 1.61927 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297400.2394284 Edm = 0.186063 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297399.8948471 Edm = 0.0311321 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297399.8359627 Edm = 0.0102807 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297399.8174871 Edm = 0.0073874 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297398.9084864 Edm = 0.762063 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297370.7267389 Edm = 8.34393 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297351.2017853 Edm = 12.0465 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297338.5437495 Edm = 7.45055 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297331.0745223 Edm = 0.592393 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297329.9116044 Edm = 0.44135 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297329.374272 Edm = 0.351789 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297329.0815898 Edm = 0.269976 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297328.6417324 Edm = 0.107826 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297328.5700892 Edm = 0.0143033 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297328.5562092 Edm = 0.00537223 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297328.5099976 Edm = 0.0580118 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297327.8975524 Edm = 0.569523 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297313.3366089 Edm = 8.31242 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297299.2824432 Edm = 0.754327 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297297.671878 Edm = 0.553466 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297297.1237574 Edm = 0.857805 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297296.1095703 Edm = 0.505281 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297295.0709943 Edm = 0.260806 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297294.4615786 Edm = 0.235574 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297293.9585051 Edm = 0.103751 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297293.8687328 Edm = 0.0124433 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297293.8544038 Edm = 0.00338057 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297293.8285256 Edm = 0.0214657 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297293.2058675 Edm = 0.424786 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297291.8380605 Edm = 3.30759 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297289.7059156 Edm = 1.44935 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297283.1157835 Edm = 6.09188 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297275.396375 Edm = 1.47065 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297274.1572982 Edm = 0.405494 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297273.8454444 Edm = 0.0521236 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297273.7911061 Edm = 0.00324238 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297273.7846185 Edm = 0.00241256 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297273.7756995 Edm = 0.00203754 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297273.7706157 Edm = 0.00185482 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297273.7225802 Edm = 0.0434436 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297272.9316708 Edm = 0.583852 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297271.9969356 Edm = 0.240585 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297271.7258895 Edm = 0.00967379 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297271.7064124 Edm = 0.00199216 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297271.7036551 Edm = 0.000643404 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297271.7008888 Edm = 0.00207916 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297271.6797756 Edm = 0.0143946 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297271.4707441 Edm = 0.279869 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297270.5977099 Edm = 3.62424 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297269.3244899 Edm = 2.08218 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297269.2565479 Edm = 0.0696444 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297269.1417117 Edm = 0.294274 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297265.9226762 Edm = 1.98575 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297258.9019436 Edm = 6.54383 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297256.4897292 Edm = 0.891964 NCalls = 286 -VariableMetric: Iteration # 87 - FCN = 297255.8700785 Edm = 0.249196 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297255.5346943 Edm = 0.33509 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297254.4296279 Edm = 1.6685 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297252.4218803 Edm = 1.14491 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297251.1676843 Edm = 0.175415 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297251.0212269 Edm = 0.0474348 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297250.9811168 Edm = 0.0199166 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297250.9478399 Edm = 0.00563101 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297250.9394033 Edm = 0.00182844 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297250.937581 Edm = 0.000427893 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297250.9366415 Edm = 0.000607777 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297250.9275457 Edm = 0.00961916 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297250.7251446 Edm = 0.204725 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297250.1581689 Edm = 1.25497 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297248.7979285 Edm = 0.744429 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297248.5756827 Edm = 0.802691 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297246.8487029 Edm = 0.680694 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297245.8088895 Edm = 0.435851 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297245.5616917 Edm = 0.127384 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297245.1232398 Edm = 0.27768 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297243.9934746 Edm = 1.14292 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297243.1634841 Edm = 1.53478 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297242.3944128 Edm = 0.551718 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297241.4556119 Edm = 0.241021 NCalls = 362 -VariableMetric: Iteration # 111 - FCN = 297240.8556753 Edm = 0.231428 NCalls = 366 -VariableMetric: Iteration # 112 - FCN = 297240.4800724 Edm = 0.0370665 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297240.4278415 Edm = 0.00465432 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297240.421833 Edm = 0.00073299 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297240.4213313 Edm = 0.000254013 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297240.4210622 Edm = 0.000178356 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297240.4201347 Edm = 0.00106816 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297240.4010273 Edm = 0.0182165 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297240.3266649 Edm = 0.0408775 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297240.2087442 Edm = 0.136933 NCalls = 392 -VariableMetric: Iteration # 121 - FCN = 297240.1752402 Edm = 0.110388 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297240.0709943 Edm = 0.0494904 NCalls = 397 -VariableMetric: Iteration # 123 - FCN = 297240.0319719 Edm = 0.0700019 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297239.9453149 Edm = 0.0255005 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297239.8563738 Edm = 0.0385402 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297239.707382 Edm = 0.0997906 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297239.3670176 Edm = 0.409341 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297238.784432 Edm = 1.39684 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297237.9320176 Edm = 0.0895243 NCalls = 418 -VariableMetric: Iteration # 130 - FCN = 297237.8221184 Edm = 0.00176876 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297237.8199292 Edm = 0.000340838 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297237.8190594 Edm = 0.000132915 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297237.8188175 Edm = 6.51891e-05 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297237.8184066 Edm = 0.000188795 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297237.8177265 Edm = 0.00040397 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297237.807704 Edm = 0.00991252 NCalls = 435 -VariableMetric: Iteration # 137 - FCN = 297237.2965885 Edm = 0.441585 NCalls = 442 -VariableMetric: Iteration # 138 - FCN = 297237.292063 Edm = 0.00117971 NCalls = 444 -VariableMetric: Iteration # 139 - FCN = 297237.2894807 Edm = 0.00495995 NCalls = 446 -VariableMetric: Iteration # 140 - FCN = 297237.2460531 Edm = 0.0473028 NCalls = 455 -VariableMetric: Iteration # 141 - FCN = 297237.2458068 Edm = 0.00203131 NCalls = 457 -VariableMetric: Iteration # 142 - FCN = 297237.2002006 Edm = 0.0477586 NCalls = 463 -VariableMetric: Iteration # 143 - FCN = 297237.1573802 Edm = 0.0590884 NCalls = 469 -VariableMetric: Iteration # 144 - FCN = 297237.091616 Edm = 0.0428919 NCalls = 475 -VariableMetric: Iteration # 145 - FCN = 297236.9105377 Edm = 0.0272881 NCalls = 478 -VariableMetric: Iteration # 146 - FCN = 297236.8828934 Edm = 0.00410848 NCalls = 480 -VariableMetric: Iteration # 147 - FCN = 297236.8803388 Edm = 0.00110569 NCalls = 482 -VariableMetric: Iteration # 148 - FCN = 297236.8793046 Edm = 0.000345704 NCalls = 484 -VariableMetric: Iteration # 149 - FCN = 297236.8785793 Edm = 0.000516872 NCalls = 486 -VariableMetric: Iteration # 150 - FCN = 297236.8510705 Edm = 0.0215429 NCalls = 492 -VariableMetric: Iteration # 151 - FCN = 297236.6813616 Edm = 0.0653616 NCalls = 496 -VariableMetric: Iteration # 152 - FCN = 297236.552726 Edm = 0.04143 NCalls = 499 -VariableMetric: Iteration # 153 - FCN = 297236.5205542 Edm = 0.0224797 NCalls = 501 -VariableMetric: Iteration # 154 - FCN = 297236.5041293 Edm = 0.00245439 NCalls = 503 -VariableMetric: Iteration # 155 - FCN = 297236.497072 Edm = 0.00167142 NCalls = 505 -VariableMetric: Iteration # 156 - FCN = 297236.4935406 Edm = 0.000321356 NCalls = 507 -VariableMetric: Iteration # 157 - FCN = 297236.4932148 Edm = 0.000100289 NCalls = 509 -VariableMetric: Iteration # 158 - FCN = 297236.4930975 Edm = 3.87335e-05 NCalls = 511 -VariableMetric: After Hessian - FCN = 297236.4930975 Edm = 4.27028 NCalls = 994 -VariableMetric: Iteration # 159 - FCN = 297236.4930975 Edm = 4.27028 NCalls = 994 -VariableMetric: Iteration # 160 - FCN = 297236.4629244 Edm = 3.32697 NCalls = 997 -VariableMetric: Iteration # 161 - FCN = 297235.7402375 Edm = 0.86226 NCalls = 999 -VariableMetric: Iteration # 162 - FCN = 297235.2933903 Edm = 0.700594 NCalls = 1001 -VariableMetric: Iteration # 163 - FCN = 297234.7821416 Edm = 0.181495 NCalls = 1003 -VariableMetric: Iteration # 164 - FCN = 297234.4304977 Edm = 0.285932 NCalls = 1006 -VariableMetric: Iteration # 165 - FCN = 297234.0851411 Edm = 0.160577 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297233.7800933 Edm = 0.258837 NCalls = 1011 -VariableMetric: Iteration # 167 - FCN = 297233.6728405 Edm = 0.203135 NCalls = 1013 -VariableMetric: Iteration # 168 - FCN = 297233.5656347 Edm = 0.0495214 NCalls = 1015 -VariableMetric: Iteration # 169 - FCN = 297233.4922024 Edm = 0.0189402 NCalls = 1017 -VariableMetric: Iteration # 170 - FCN = 297233.4712963 Edm = 0.00879985 NCalls = 1019 -VariableMetric: Iteration # 171 - FCN = 297233.4514955 Edm = 0.0117162 NCalls = 1021 -VariableMetric: Iteration # 172 - FCN = 297233.4117093 Edm = 0.00901038 NCalls = 1023 -VariableMetric: Iteration # 173 - FCN = 297233.3833519 Edm = 0.0153516 NCalls = 1025 -VariableMetric: Iteration # 174 - FCN = 297233.3594941 Edm = 0.00908211 NCalls = 1028 -VariableMetric: Iteration # 175 - FCN = 297233.3394817 Edm = 0.00746861 NCalls = 1030 -VariableMetric: Iteration # 176 - FCN = 297233.3268943 Edm = 0.00420282 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297233.320719 Edm = 0.00074976 NCalls = 1034 -VariableMetric: Iteration # 178 - FCN = 297233.3195367 Edm = 0.000131923 NCalls = 1036 -VariableMetric: Iteration # 179 - FCN = 297233.3192797 Edm = 0.00012137 NCalls = 1038 -VariableMetric: Iteration # 180 - FCN = 297233.318669 Edm = 0.000226657 NCalls = 1040 -VariableMetric: Iteration # 181 - FCN = 297233.3178128 Edm = 0.000353738 NCalls = 1042 -VariableMetric: Iteration # 182 - FCN = 297233.3146411 Edm = 0.00113174 NCalls = 1045 -VariableMetric: Iteration # 183 - FCN = 297233.3112344 Edm = 0.00176903 NCalls = 1048 -VariableMetric: Iteration # 184 - FCN = 297233.3093177 Edm = 0.00134714 NCalls = 1050 -VariableMetric: Iteration # 185 - FCN = 297233.3080089 Edm = 0.000872187 NCalls = 1052 -VariableMetric: Iteration # 186 - FCN = 297233.3069017 Edm = 0.000353014 NCalls = 1055 -VariableMetric: Iteration # 187 - FCN = 297233.3066564 Edm = 8.54232e-05 NCalls = 1056 -VariableMetric: Iteration # 188 - FCN = 297233.3065702 Edm = 3.33365e-06 NCalls = 1058 -VariableMetric: After Hessian - FCN = 297233.3065702 Edm = 5.65326e-06 NCalls = 1559 -VariableMetric: Iteration # 189 - FCN = 297233.3065702 Edm = 5.65326e-06 NCalls = 1559 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307223.1490397 Edm = 34.745 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307223.1490397 Edm = 34.745 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305575.0549372 Edm = 5.43714 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305553.1880414 Edm = 6.87586 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 305397.0127595 Edm = 197.394 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 302627.8016622 Edm = 185.818 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298282.5034361 Edm = 32.4369 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298259.4693867 Edm = 35.1401 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298193.2125747 Edm = 2.31875 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298190.4951426 Edm = 0.803126 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298181.5118984 Edm = 10.5694 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298078.361882 Edm = 70.353 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297949.0636954 Edm = 4.80944 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297944.0618123 Edm = 0.128858 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297943.8609514 Edm = 0.0382401 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297943.2162357 Edm = 0.594483 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297890.697132 Edm = 21.9977 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297855.2616527 Edm = 0.539439 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297854.5507485 Edm = 0.453731 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297844.2030932 Edm = 12.0467 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297820.7102771 Edm = 21.1921 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297596.4954121 Edm = 28.6127 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297567.816474 Edm = 12.8033 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297516.2990529 Edm = 4.90004 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297512.1429876 Edm = 1.29147 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297511.2464888 Edm = 0.0400072 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297511.1806447 Edm = 0.00878457 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297511.1632044 Edm = 0.00426106 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297510.9540926 Edm = 0.193921 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297484.1941297 Edm = 5.36407 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297477.5014316 Edm = 0.0670286 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297477.4295496 Edm = 0.00300412 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297477.4240732 Edm = 0.00176807 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297477.3867612 Edm = 0.0300767 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297463.8801925 Edm = 7.18155 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297448.2835581 Edm = 2.7071 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297447.0007373 Edm = 0.561305 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297446.6372809 Edm = 0.0225954 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297446.6138976 Edm = 0.000492261 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297446.6123532 Edm = 0.000907575 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297446.5112955 Edm = 0.094982 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297440.1996635 Edm = 1.7754 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297437.1652601 Edm = 0.0298594 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297437.137997 Edm = 0.00141411 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297437.1357791 Edm = 0.000974354 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297437.1317541 Edm = 0.00182042 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297437.1144658 Edm = 0.016724 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297435.590297 Edm = 1.07151 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297429.2300642 Edm = 1.0468 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297428.1064901 Edm = 0.397638 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297427.7735228 Edm = 0.113878 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297427.4914371 Edm = 0.111684 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297427.2337976 Edm = 0.0280135 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297427.2191868 Edm = 0.00292593 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297427.2159892 Edm = 0.000216639 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297427.2146244 Edm = 0.00100867 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297427.1653774 Edm = 0.0524086 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297425.6509135 Edm = 0.314227 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297424.2418592 Edm = 1.22988 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297422.8291084 Edm = 0.54528 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297421.952984 Edm = 0.710329 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297420.5841973 Edm = 1.31804 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297419.6311264 Edm = 1.32504 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297418.1473059 Edm = 0.489168 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297417.3477957 Edm = 0.262073 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297416.9828141 Edm = 0.0651092 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297416.9280203 Edm = 0.015863 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297416.9170643 Edm = 0.00220082 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297416.9151188 Edm = 0.000497448 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297416.913575 Edm = 0.00148222 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297416.897591 Edm = 0.0223073 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297416.8798157 Edm = 0.0170626 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297412.0782384 Edm = 2.65792 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297412.0271101 Edm = 0.0323038 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297411.9952907 Edm = 0.0746475 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297411.849966 Edm = 0.0973535 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297411.5685366 Edm = 0.289483 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297411.4574356 Edm = 0.231547 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297411.0375106 Edm = 0.371372 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297410.4464729 Edm = 0.589735 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297410.0527075 Edm = 0.0699864 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297409.8944521 Edm = 0.11083 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297409.288785 Edm = 0.756699 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297408.571203 Edm = 0.823404 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297407.7992875 Edm = 0.619034 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297405.4525339 Edm = 0.885819 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297404.5890061 Edm = 0.676935 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297404.1557005 Edm = 0.238516 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297403.9960525 Edm = 0.120654 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297403.8554869 Edm = 0.0485304 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297403.781981 Edm = 0.0204329 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297403.7504452 Edm = 0.015444 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297403.7228552 Edm = 0.00549845 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297403.7177899 Edm = 0.000686123 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297403.7171085 Edm = 0.000104305 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297403.7163485 Edm = 0.000602729 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297403.664116 Edm = 0.0375296 NCalls = 316 -VariableMetric: Iteration # 96 - FCN = 297403.2805269 Edm = 0.282755 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297402.1777207 Edm = 1.98875 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297401.5624245 Edm = 1.2288 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297399.6867343 Edm = 1.00096 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297398.0139737 Edm = 1.06851 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297396.9461652 Edm = 0.241962 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297396.8535249 Edm = 0.0888935 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297396.7879196 Edm = 0.00354829 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297396.783032 Edm = 0.00168719 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297396.7758719 Edm = 0.00221566 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297396.7729016 Edm = 0.000459082 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297396.7721469 Edm = 0.000467676 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297396.7682525 Edm = 0.00400599 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297396.7325265 Edm = 0.0315803 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297394.7734376 Edm = 4.43939 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 297392.4475638 Edm = 1.19984 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297391.0147223 Edm = 0.535665 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297390.6900285 Edm = 0.0748688 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297390.5786619 Edm = 0.071549 NCalls = 378 -VariableMetric: Iteration # 115 - FCN = 297390.4899143 Edm = 0.0799847 NCalls = 380 -VariableMetric: Iteration # 116 - FCN = 297390.3650908 Edm = 0.0660025 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297390.2903792 Edm = 0.0419906 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297390.261411 Edm = 0.0478758 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297390.1755109 Edm = 0.0615854 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297390.1199673 Edm = 0.100756 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297390.030962 Edm = 0.0211825 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297389.9960596 Edm = 0.0132233 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297389.9897651 Edm = 0.00450848 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297389.985028 Edm = 0.000292416 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297389.9846184 Edm = 0.000103462 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297389.9825896 Edm = 0.00191652 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297389.7173043 Edm = 0.234787 NCalls = 413 -VariableMetric: Iteration # 128 - FCN = 297387.2936845 Edm = 0.449811 NCalls = 417 -VariableMetric: Iteration # 129 - FCN = 297386.8537963 Edm = 0.0170234 NCalls = 418 -VariableMetric: Iteration # 130 - FCN = 297386.845686 Edm = 0.00385516 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297386.8428322 Edm = 0.000196341 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297386.8426009 Edm = 4.29981e-05 NCalls = 424 -VariableMetric: After Hessian - FCN = 297386.8426009 Edm = 1.02545 NCalls = 903 -VariableMetric: Iteration # 133 - FCN = 297386.8426009 Edm = 1.02545 NCalls = 903 -VariableMetric: Iteration # 134 - FCN = 297386.7807164 Edm = 2.43589 NCalls = 905 -VariableMetric: Iteration # 135 - FCN = 297385.6406111 Edm = 0.133104 NCalls = 907 -VariableMetric: Iteration # 136 - FCN = 297385.381229 Edm = 0.0831965 NCalls = 910 -VariableMetric: Iteration # 137 - FCN = 297385.321021 Edm = 0.0914174 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297385.2412402 Edm = 0.0277877 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297385.1892923 Edm = 0.0192245 NCalls = 916 -VariableMetric: Iteration # 140 - FCN = 297385.1546738 Edm = 0.0255255 NCalls = 919 -VariableMetric: Iteration # 141 - FCN = 297385.1198163 Edm = 0.0166722 NCalls = 923 -VariableMetric: Iteration # 142 - FCN = 297385.0989356 Edm = 0.0111785 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 297385.0895469 Edm = 0.00616058 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297385.0760036 Edm = 0.00190553 NCalls = 930 -VariableMetric: Iteration # 145 - FCN = 297385.0712446 Edm = 0.00218677 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 297385.0684397 Edm = 0.000933411 NCalls = 936 -VariableMetric: Iteration # 147 - FCN = 297385.0669915 Edm = 0.000428194 NCalls = 939 -VariableMetric: Iteration # 148 - FCN = 297385.0659336 Edm = 0.000741539 NCalls = 941 -VariableMetric: Iteration # 149 - FCN = 297385.0633713 Edm = 0.0012196 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297385.06151 Edm = 0.000414075 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297385.0610173 Edm = 0.000180284 NCalls = 949 -VariableMetric: Iteration # 152 - FCN = 297385.0607811 Edm = 7.17016e-05 NCalls = 951 -VariableMetric: Iteration # 153 - FCN = 297385.0606002 Edm = 4.47854e-05 NCalls = 953 -VariableMetric: After Hessian - FCN = 297385.0606002 Edm = 9.81301e-05 NCalls = 1440 -VariableMetric: Iteration # 154 - FCN = 297385.0606002 Edm = 9.81301e-05 NCalls = 1440 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311208.7161806 Edm = 1023.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311208.7161806 Edm = 1023.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301095.9407353 Edm = 26.6077 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 300881.7440305 Edm = 2.84193 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 300864.3710945 Edm = 27.9041 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 300327.0629757 Edm = 308.805 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298412.8380548 Edm = 237.65 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298021.7338902 Edm = 5.20539 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298016.436198 Edm = 1.09615 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298013.3449276 Edm = 5.07411 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297909.7955029 Edm = 70.3583 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297513.281641 Edm = 26.3114 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297482.602182 Edm = 2.24849 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297479.6864211 Edm = 0.181546 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297479.0577268 Edm = 0.418371 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297430.5095113 Edm = 27.3332 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297390.9177546 Edm = 1.35178 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297389.7802122 Edm = 0.0245225 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297389.680503 Edm = 0.0771207 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297381.9222434 Edm = 6.85809 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297308.6035017 Edm = 11.9196 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297293.6571351 Edm = 0.0643746 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297293.5830618 Edm = 0.0131662 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297293.3980696 Edm = 0.236205 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297290.9883092 Edm = 2.42454 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297272.7313326 Edm = 1.31872 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297221.7757442 Edm = 6.90534 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297212.3730721 Edm = 1.62145 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297211.256123 Edm = 0.0686574 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297211.184114 Edm = 0.00652118 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297211.174925 Edm = 0.00156764 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297211.137 Edm = 0.0274413 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297210.2675837 Edm = 0.670533 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297204.4457748 Edm = 0.221506 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297204.1766266 Edm = 0.00289896 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297204.1726379 Edm = 0.000512977 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297204.1538929 Edm = 0.01529 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297203.3937054 Edm = 0.937692 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297203.1153404 Edm = 0.25157 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297200.5891 Edm = 0.0860012 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297200.5155858 Edm = 0.00375214 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297200.511878 Edm = 0.000633841 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297200.5052093 Edm = 0.00536403 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297200.2267516 Edm = 0.257175 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297196.3896148 Edm = 0.405825 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297196.0015921 Edm = 0.0136455 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297195.988541 Edm = 0.000528583 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297195.9877081 Edm = 0.000322727 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297195.9799221 Edm = 0.0065816 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297195.9091376 Edm = 0.0526385 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297194.4172516 Edm = 0.12232 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297194.31017 Edm = 0.00351931 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297194.3068417 Edm = 0.000170304 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297194.3064416 Edm = 0.000188992 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297194.3033742 Edm = 0.00260305 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297193.8446913 Edm = 0.343168 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297192.7392254 Edm = 0.031666 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297192.7028856 Edm = 0.000703037 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297192.7020671 Edm = 4.8879e-05 NCalls = 184 -VariableMetric: After Hessian - FCN = 297192.7020671 Edm = 528.09 NCalls = 653 -VariableMetric: Iteration # 58 - FCN = 297192.7020671 Edm = 528.09 NCalls = 653 -VariableMetric: Iteration # 59 - FCN = 297189.739929 Edm = 452.719 NCalls = 664 -VariableMetric: Iteration # 60 - FCN = 297189.4659329 Edm = 28.3755 NCalls = 670 -VariableMetric: Iteration # 61 - FCN = 297189.0365348 Edm = 0.205945 NCalls = 672 -VariableMetric: Iteration # 62 - FCN = 297187.7585552 Edm = 0.155673 NCalls = 675 -VariableMetric: Iteration # 63 - FCN = 297187.3871936 Edm = 0.233223 NCalls = 678 -VariableMetric: Iteration # 64 - FCN = 297186.8089544 Edm = 0.108256 NCalls = 681 -VariableMetric: Iteration # 65 - FCN = 297186.4980573 Edm = 0.13056 NCalls = 684 -VariableMetric: Iteration # 66 - FCN = 297186.2490333 Edm = 0.0358081 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297186.1771164 Edm = 0.032591 NCalls = 688 -VariableMetric: Iteration # 68 - FCN = 297186.0882109 Edm = 0.00969106 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297186.0693749 Edm = 0.00962449 NCalls = 692 -VariableMetric: Iteration # 70 - FCN = 297185.9587468 Edm = 0.0156639 NCalls = 696 -VariableMetric: Iteration # 71 - FCN = 297185.9220579 Edm = 0.0149353 NCalls = 698 -VariableMetric: Iteration # 72 - FCN = 297185.820634 Edm = 0.00836082 NCalls = 701 -VariableMetric: Iteration # 73 - FCN = 297185.7990488 Edm = 0.0110334 NCalls = 703 -VariableMetric: Iteration # 74 - FCN = 297185.7082216 Edm = 0.0127911 NCalls = 706 -VariableMetric: Iteration # 75 - FCN = 297185.6896546 Edm = 0.00654562 NCalls = 708 -VariableMetric: Iteration # 76 - FCN = 297185.6346969 Edm = 0.0340896 NCalls = 711 -VariableMetric: Iteration # 77 - FCN = 297185.579754 Edm = 0.0134137 NCalls = 713 -VariableMetric: Iteration # 78 - FCN = 297185.5331695 Edm = 0.0190285 NCalls = 715 -VariableMetric: Iteration # 79 - FCN = 297185.4335985 Edm = 0.042953 NCalls = 718 -VariableMetric: Iteration # 80 - FCN = 297185.3320144 Edm = 0.0148815 NCalls = 721 -VariableMetric: Iteration # 81 - FCN = 297185.2634309 Edm = 0.0432588 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297185.0236557 Edm = 0.0288705 NCalls = 726 -VariableMetric: Iteration # 83 - FCN = 297184.9488781 Edm = 0.0298045 NCalls = 728 -VariableMetric: Iteration # 84 - FCN = 297184.8077191 Edm = 0.0482811 NCalls = 730 -VariableMetric: Iteration # 85 - FCN = 297184.6804027 Edm = 0.0492453 NCalls = 732 -VariableMetric: Iteration # 86 - FCN = 297184.6127632 Edm = 0.0102576 NCalls = 735 -VariableMetric: Iteration # 87 - FCN = 297184.5848848 Edm = 0.0147526 NCalls = 737 -VariableMetric: Iteration # 88 - FCN = 297184.5192348 Edm = 0.0332622 NCalls = 740 -VariableMetric: Iteration # 89 - FCN = 297184.4748712 Edm = 0.00896012 NCalls = 742 -VariableMetric: Iteration # 90 - FCN = 297184.4409147 Edm = 0.0149154 NCalls = 744 -VariableMetric: Iteration # 91 - FCN = 297184.3631584 Edm = 0.0204115 NCalls = 746 -VariableMetric: Iteration # 92 - FCN = 297184.325204 Edm = 0.00442333 NCalls = 748 -VariableMetric: Iteration # 93 - FCN = 297184.31609 Edm = 0.00506144 NCalls = 750 -VariableMetric: Iteration # 94 - FCN = 297184.2521644 Edm = 0.0110368 NCalls = 754 -VariableMetric: Iteration # 95 - FCN = 297184.2371302 Edm = 0.00107119 NCalls = 756 -VariableMetric: Iteration # 96 - FCN = 297184.2311796 Edm = 0.00327003 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297184.2175748 Edm = 0.00130211 NCalls = 761 -VariableMetric: Iteration # 98 - FCN = 297184.2150045 Edm = 0.000838291 NCalls = 763 -VariableMetric: Iteration # 99 - FCN = 297184.2103644 Edm = 0.000560444 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297184.2095333 Edm = 0.000158015 NCalls = 768 -VariableMetric: Iteration # 101 - FCN = 297184.2077784 Edm = 0.00040313 NCalls = 771 -VariableMetric: Iteration # 102 - FCN = 297184.2072314 Edm = 3.87602e-05 NCalls = 773 -VariableMetric: After Hessian - FCN = 297184.2072314 Edm = 0.000772503 NCalls = 1248 -VariableMetric: Iteration # 103 - FCN = 297184.2072314 Edm = 0.000772503 NCalls = 1248 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317548.8252552 Edm = 439.437 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317548.8252552 Edm = 439.437 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301316.6330148 Edm = 4.90679 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299849.7349767 Edm = 2.9493 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299847.0306978 Edm = 2.59058 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299766.2877458 Edm = 108.269 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299560.1715234 Edm = 166.707 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298109.0645261 Edm = 62.6597 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 297893.7524261 Edm = 46.269 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 297881.9887334 Edm = 15.4533 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 297876.3840062 Edm = 0.766415 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297757.2195118 Edm = 83.5221 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 297574.5991335 Edm = 30.9695 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297549.1206989 Edm = 0.126315 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297548.9008596 Edm = 0.151207 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297531.4399658 Edm = 15.6937 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297414.1990524 Edm = 16.4474 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297405.5263942 Edm = 7.51245 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297401.4869539 Edm = 0.997541 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297400.7032059 Edm = 0.0782682 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297399.8993628 Edm = 1.04624 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297397.1956251 Edm = 2.32829 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297300.3500544 Edm = 2.05631 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297296.8041343 Edm = 0.475116 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297294.5987475 Edm = 0.142395 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297294.4232441 Edm = 0.0283663 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297294.3868734 Edm = 0.0180923 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297294.3427306 Edm = 0.0188024 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297293.5878647 Edm = 0.360898 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297290.3967805 Edm = 3.67713 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297280.1762455 Edm = 8.91627 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297263.3097354 Edm = 2.07588 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297261.7641765 Edm = 0.248033 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297261.6062271 Edm = 0.00845421 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297261.5968745 Edm = 0.00494032 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297261.5688894 Edm = 0.0318014 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297259.5795283 Edm = 1.4782 NCalls = 139 -VariableMetric: Iteration # 36 - FCN = 297250.1805614 Edm = 0.341233 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297249.6456825 Edm = 0.0289333 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297249.6133817 Edm = 0.00104882 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297249.6107919 Edm = 0.00179055 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297249.4813203 Edm = 0.141907 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297249.4729611 Edm = 0.00787493 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297248.9055624 Edm = 0.530971 NCalls = 165 -VariableMetric: Iteration # 43 - FCN = 297238.1798134 Edm = 0.883643 NCalls = 169 -VariableMetric: Iteration # 44 - FCN = 297236.7063858 Edm = 0.175325 NCalls = 171 -VariableMetric: Iteration # 45 - FCN = 297236.5063359 Edm = 0.018995 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297236.4881832 Edm = 0.000619623 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297236.4873033 Edm = 0.000299821 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297236.4786628 Edm = 0.00871109 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297236.3172717 Edm = 0.147555 NCalls = 187 -VariableMetric: Iteration # 50 - FCN = 297233.3282635 Edm = 0.213455 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297233.0903585 Edm = 0.00669733 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297233.0839241 Edm = 9.35981e-05 NCalls = 194 -VariableMetric: Iteration # 53 - FCN = 297233.0837932 Edm = 4.03426e-05 NCalls = 196 -VariableMetric: After Hessian - FCN = 297233.0837932 Edm = 215.5 NCalls = 675 -VariableMetric: Iteration # 54 - FCN = 297233.0837932 Edm = 215.5 NCalls = 675 -VariableMetric: Iteration # 55 - FCN = 297230.7591514 Edm = 167.169 NCalls = 685 -VariableMetric: Iteration # 56 - FCN = 297230.5053079 Edm = 0.474801 NCalls = 689 -VariableMetric: Iteration # 57 - FCN = 297229.3805483 Edm = 0.125379 NCalls = 691 -VariableMetric: Iteration # 58 - FCN = 297229.1130725 Edm = 0.051748 NCalls = 693 -VariableMetric: Iteration # 59 - FCN = 297229.0196452 Edm = 0.0184509 NCalls = 695 -VariableMetric: Iteration # 60 - FCN = 297228.9759223 Edm = 0.00796508 NCalls = 697 -VariableMetric: Iteration # 61 - FCN = 297228.9438274 Edm = 0.00751451 NCalls = 699 -VariableMetric: Iteration # 62 - FCN = 297228.9027 Edm = 0.00948747 NCalls = 702 -VariableMetric: Iteration # 63 - FCN = 297228.8791346 Edm = 0.0119695 NCalls = 704 -VariableMetric: Iteration # 64 - FCN = 297228.8416426 Edm = 0.0155288 NCalls = 706 -VariableMetric: Iteration # 65 - FCN = 297228.8012217 Edm = 0.0169885 NCalls = 708 -VariableMetric: Iteration # 66 - FCN = 297228.6951203 Edm = 0.0242019 NCalls = 711 -VariableMetric: Iteration # 67 - FCN = 297228.5934352 Edm = 0.0451985 NCalls = 713 -VariableMetric: Iteration # 68 - FCN = 297228.4583692 Edm = 0.033356 NCalls = 715 -VariableMetric: Iteration # 69 - FCN = 297228.3979443 Edm = 0.0248833 NCalls = 717 -VariableMetric: Iteration # 70 - FCN = 297228.3475749 Edm = 0.0105365 NCalls = 719 -VariableMetric: Iteration # 71 - FCN = 297228.326692 Edm = 0.00684432 NCalls = 721 -VariableMetric: Iteration # 72 - FCN = 297228.3028536 Edm = 0.0055283 NCalls = 723 -VariableMetric: Iteration # 73 - FCN = 297228.2870656 Edm = 0.0045424 NCalls = 725 -VariableMetric: Iteration # 74 - FCN = 297228.2724026 Edm = 0.00458893 NCalls = 727 -VariableMetric: Iteration # 75 - FCN = 297228.2623861 Edm = 0.00116726 NCalls = 729 -VariableMetric: Iteration # 76 - FCN = 297228.2597541 Edm = 0.000307097 NCalls = 731 -VariableMetric: Iteration # 77 - FCN = 297228.2592342 Edm = 0.000125981 NCalls = 733 -VariableMetric: Iteration # 78 - FCN = 297228.2586625 Edm = 0.000156057 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297228.2580341 Edm = 0.000216631 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297228.2572526 Edm = 0.000161066 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297228.2569081 Edm = 4.25299e-05 NCalls = 741 -VariableMetric: After Hessian - FCN = 297228.2569081 Edm = 0.000126338 NCalls = 1224 -VariableMetric: Iteration # 82 - FCN = 297228.2569081 Edm = 0.000126338 NCalls = 1224 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321719.7209787 Edm = 49.7108 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321719.7209787 Edm = 49.7108 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307312.6146816 Edm = 9.08959 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 307302.8238368 Edm = 9.09449 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 304216.380401 Edm = 29.0037 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 304180.0479229 Edm = 17.3529 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 303435.3300591 Edm = 77.7033 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 299735.0131156 Edm = 254.579 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299665.7514298 Edm = 809.129 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299506.5648771 Edm = 12.4809 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299347.1356122 Edm = 160.078 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298026.7157067 Edm = 536.325 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297767.8918506 Edm = 79.185 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297735.1289977 Edm = 3.90035 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297729.4253727 Edm = 0.360865 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297727.1184087 Edm = 2.04241 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297707.4333164 Edm = 8.02772 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297700.8110383 Edm = 16.064 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297692.4116507 Edm = 1.09524 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297689.357362 Edm = 1.40293 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297688.3919682 Edm = 0.276422 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297687.8254901 Edm = 0.13227 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297687.5288126 Edm = 0.163102 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297686.923688 Edm = 0.453065 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297686.5486023 Edm = 0.584873 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297684.7955125 Edm = 2.44365 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297684.0668732 Edm = 1.53741 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297678.5237391 Edm = 2.1394 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297675.7191924 Edm = 1.9019 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297674.0038994 Edm = 0.641842 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297672.9275139 Edm = 1.07913 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297672.1850929 Edm = 0.164289 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297671.792163 Edm = 0.0995453 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297671.6119278 Edm = 0.0718359 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297670.1886471 Edm = 1.72412 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297661.0852672 Edm = 6.5297 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297572.8051721 Edm = 39.7675 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297565.0370942 Edm = 12.5558 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297553.5045289 Edm = 1.64758 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297541.5141658 Edm = 2.79574 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297539.7667114 Edm = 1.79258 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297538.5324815 Edm = 3.86863 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297535.7695964 Edm = 1.68466 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297523.4093673 Edm = 1.87535 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297522.0808574 Edm = 1.60093 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297519.4478036 Edm = 1.12895 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297514.132149 Edm = 5.4896 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297513.1482737 Edm = 2.67412 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297509.4318398 Edm = 0.595175 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297508.5126406 Edm = 0.0315501 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297508.470614 Edm = 0.0221851 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297508.364796 Edm = 0.104814 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297506.6558223 Edm = 1.1608 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297491.9982845 Edm = 8.6464 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297467.4774577 Edm = 19.0569 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297462.9937396 Edm = 3.84923 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297456.1778081 Edm = 6.27653 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297454.1821169 Edm = 4.77008 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297449.1570513 Edm = 1.69077 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297447.0063765 Edm = 1.29369 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297446.4683511 Edm = 0.2841 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297445.3602318 Edm = 0.493361 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297444.6232922 Edm = 0.196338 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297444.418986 Edm = 0.0974525 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297444.2971072 Edm = 0.0443679 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297444.1703525 Edm = 0.0690155 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297442.9628351 Edm = 0.917411 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297438.0070254 Edm = 5.4983 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297423.9592717 Edm = 8.55576 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297385.9144812 Edm = 19.5039 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297382.8884414 Edm = 8.03395 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297373.1316883 Edm = 1.02467 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297371.5574495 Edm = 0.852934 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297369.8717198 Edm = 0.761213 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297369.3288136 Edm = 0.775977 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297368.5313131 Edm = 0.0944397 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297368.4308073 Edm = 0.0112111 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297368.3858289 Edm = 0.0251374 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297367.7253204 Edm = 0.358662 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297366.9712923 Edm = 0.241929 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297365.325779 Edm = 1.43778 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297360.2913003 Edm = 4.4154 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297353.5620422 Edm = 2.19152 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297349.3623221 Edm = 0.417067 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297348.6149718 Edm = 0.256174 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297348.2430478 Edm = 0.02295 NCalls = 293 -VariableMetric: Iteration # 85 - FCN = 297348.2117804 Edm = 0.00205413 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297348.2079825 Edm = 0.00117657 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297348.2049104 Edm = 0.00173774 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297348.1979381 Edm = 0.00463672 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297348.1292266 Edm = 0.0601707 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297345.9792272 Edm = 1.39895 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297337.3448033 Edm = 1.97164 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297334.1611976 Edm = 0.485008 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297333.5604592 Edm = 0.354524 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297333.266791 Edm = 0.25105 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297333.0993355 Edm = 0.0500889 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297333.0528725 Edm = 0.00230561 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297333.0506258 Edm = 0.000192559 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297333.0496104 Edm = 0.000729631 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297333.002295 Edm = 0.0488114 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297332.9719566 Edm = 0.0268774 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297330.8444267 Edm = 0.660563 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297329.3715855 Edm = 0.344085 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297328.9294054 Edm = 0.256535 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297328.7705457 Edm = 0.0258624 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297328.7452734 Edm = 0.00110946 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297328.744078 Edm = 0.000228371 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297328.7418602 Edm = 0.0018789 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297328.6610774 Edm = 0.0924168 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297328.6053955 Edm = 0.0487548 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297326.2363391 Edm = 0.618759 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297325.4313811 Edm = 0.0820177 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297325.3627898 Edm = 0.00569967 NCalls = 373 -VariableMetric: Iteration # 113 - FCN = 297325.3573009 Edm = 0.000338425 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297325.3569068 Edm = 7.36114e-05 NCalls = 376 -VariableMetric: After Hessian - FCN = 297325.3569068 Edm = 82.3855 NCalls = 855 -VariableMetric: Iteration # 115 - FCN = 297325.3569068 Edm = 82.3855 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297323.9260019 Edm = 10387.2 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297323.9079062 Edm = 1079.54 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297323.8309089 Edm = 2075.14 NCalls = 869 -VariableMetric: Iteration # 119 - FCN = 297323.3470973 Edm = 2877.84 NCalls = 873 -VariableMetric: Iteration # 120 - FCN = 297323.2664132 Edm = 948.505 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297323.1819546 Edm = 2018.69 NCalls = 880 -VariableMetric: Iteration # 122 - FCN = 297322.3041111 Edm = 481.807 NCalls = 883 -VariableMetric: Iteration # 123 - FCN = 297320.6102513 Edm = 523.335 NCalls = 886 -VariableMetric: Iteration # 124 - FCN = 297318.2880951 Edm = 492.719 NCalls = 889 -VariableMetric: Iteration # 125 - FCN = 297314.3925637 Edm = 333.897 NCalls = 892 -VariableMetric: Iteration # 126 - FCN = 297311.9820698 Edm = 1337.41 NCalls = 894 -VariableMetric: Iteration # 127 - FCN = 297311.2087793 Edm = 201.231 NCalls = 897 -VariableMetric: Iteration # 128 - FCN = 297310.6160442 Edm = 22.9335 NCalls = 900 -VariableMetric: Iteration # 129 - FCN = 297309.5087144 Edm = 114.73 NCalls = 902 -VariableMetric: Iteration # 130 - FCN = 297308.4847065 Edm = 70.2696 NCalls = 904 -VariableMetric: Iteration # 131 - FCN = 297306.5263502 Edm = 238.218 NCalls = 906 -VariableMetric: Iteration # 132 - FCN = 297304.2750712 Edm = 40.4397 NCalls = 908 -VariableMetric: Iteration # 133 - FCN = 297301.5402009 Edm = 25.3138 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297297.9204164 Edm = 26.3239 NCalls = 912 -VariableMetric: Iteration # 135 - FCN = 297296.4152981 Edm = 5.20536 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297295.8893102 Edm = 2.05148 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297295.2404145 Edm = 2.96765 NCalls = 918 -VariableMetric: Iteration # 138 - FCN = 297294.7320556 Edm = 2.01102 NCalls = 920 -VariableMetric: Iteration # 139 - FCN = 297294.570241 Edm = 0.489578 NCalls = 922 -VariableMetric: Iteration # 140 - FCN = 297294.4556149 Edm = 0.165384 NCalls = 924 -VariableMetric: Iteration # 141 - FCN = 297294.3976528 Edm = 0.20564 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297294.2350346 Edm = 0.0874851 NCalls = 928 -VariableMetric: Iteration # 143 - FCN = 297294.147389 Edm = 0.0864374 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297294.1309314 Edm = 0.0613941 NCalls = 931 -VariableMetric: Iteration # 145 - FCN = 297294.0989926 Edm = 0.0109193 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 297294.0934059 Edm = 0.00239159 NCalls = 935 -VariableMetric: Iteration # 147 - FCN = 297294.0906905 Edm = 0.000430955 NCalls = 937 -VariableMetric: Iteration # 148 - FCN = 297294.0895468 Edm = 0.000422978 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297294.0884077 Edm = 0.000332826 NCalls = 941 -VariableMetric: Iteration # 150 - FCN = 297294.0877361 Edm = 0.000106956 NCalls = 943 -VariableMetric: Iteration # 151 - FCN = 297294.0875235 Edm = 5.93963e-05 NCalls = 945 -VariableMetric: After Hessian - FCN = 297294.0875235 Edm = 0.000327045 NCalls = 1428 -VariableMetric: Iteration # 152 - FCN = 297294.0875235 Edm = 0.000327045 NCalls = 1428 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322277.4809137 Edm = 25.7494 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322277.4809137 Edm = 25.7494 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321087.3078822 Edm = 89.3181 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 311305.7252774 Edm = 10431.9 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 306073.8644915 Edm = 7.82632e+07 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 306073.8644915 Edm = 7.82632e+07 NCalls = 27 -VariableMetric: After Hessian - FCN = 306073.8644915 Edm = 1.08081e+07 NCalls = 520 -VariableMetric: Iteration # 5 - FCN = 306073.8644915 Edm = 1.08081e+07 NCalls = 520 -VariableMetric: Iteration # 6 - FCN = 302727.9617071 Edm = 1.56863e+07 NCalls = 531 -VariableMetric: Iteration # 7 - FCN = 302332.4483499 Edm = 1.10043e+08 NCalls = 542 -VariableMetric: Iteration # 8 - FCN = 301579.140619 Edm = 1.11455e+07 NCalls = 553 -VariableMetric: Iteration # 9 - FCN = 301543.739377 Edm = 261320 NCalls = 562 -VariableMetric: Iteration # 10 - FCN = 301490.341754 Edm = 2.0262e+06 NCalls = 569 -VariableMetric: Iteration # 11 - FCN = 298780.1429905 Edm = 3.04188e+07 NCalls = 576 -VariableMetric: Iteration # 12 - FCN = 298749.8764731 Edm = 217961 NCalls = 583 -VariableMetric: Iteration # 13 - FCN = 298680.6851669 Edm = 49177 NCalls = 589 -VariableMetric: Iteration # 14 - FCN = 298650.3020222 Edm = 134730 NCalls = 594 -VariableMetric: Iteration # 15 - FCN = 298332.5967833 Edm = 147473 NCalls = 599 -VariableMetric: Iteration # 16 - FCN = 298258.9638698 Edm = 137996 NCalls = 604 -VariableMetric: Iteration # 17 - FCN = 298159.8960103 Edm = 148354 NCalls = 609 -VariableMetric: Iteration # 18 - FCN = 298143.5704486 Edm = 4436.17 NCalls = 616 -VariableMetric: Iteration # 19 - FCN = 298120.6082448 Edm = 8005.87 NCalls = 619 -VariableMetric: Iteration # 20 - FCN = 298085.5509377 Edm = 7008.93 NCalls = 622 -VariableMetric: Iteration # 21 - FCN = 298023.6686558 Edm = 93373.9 NCalls = 631 -VariableMetric: Iteration # 22 - FCN = 298016.4469878 Edm = 21331.4 NCalls = 635 -VariableMetric: Iteration # 23 - FCN = 298006.454809 Edm = 10259.9 NCalls = 638 -VariableMetric: Iteration # 24 - FCN = 298006.4380987 Edm = 19271.7 NCalls = 642 -VariableMetric: Iteration # 25 - FCN = 297893.048184 Edm = 12072.2 NCalls = 646 -VariableMetric: Iteration # 26 - FCN = 297808.1714889 Edm = 14379.4 NCalls = 649 -VariableMetric: Iteration # 27 - FCN = 297740.9806144 Edm = 2161.85 NCalls = 652 -VariableMetric: Iteration # 28 - FCN = 297661.1866913 Edm = 18043 NCalls = 655 -VariableMetric: Iteration # 29 - FCN = 297488.9662282 Edm = 3838.24 NCalls = 660 -VariableMetric: Iteration # 30 - FCN = 297452.7521399 Edm = 1092.17 NCalls = 664 -VariableMetric: Iteration # 31 - FCN = 297426.4117598 Edm = 2542.46 NCalls = 667 -VariableMetric: Iteration # 32 - FCN = 297410.5118035 Edm = 525.693 NCalls = 670 -VariableMetric: Iteration # 33 - FCN = 297390.7676474 Edm = 261.263 NCalls = 673 -VariableMetric: Iteration # 34 - FCN = 297384.9108059 Edm = 249.112 NCalls = 676 -VariableMetric: Iteration # 35 - FCN = 297379.0219156 Edm = 51.376 NCalls = 679 -VariableMetric: Iteration # 36 - FCN = 297377.6575686 Edm = 23.2067 NCalls = 682 -VariableMetric: Iteration # 37 - FCN = 297374.4985919 Edm = 150.078 NCalls = 684 -VariableMetric: Iteration # 38 - FCN = 297368.5854457 Edm = 67.4665 NCalls = 686 -VariableMetric: Iteration # 39 - FCN = 297362.1665581 Edm = 49.3434 NCalls = 688 -VariableMetric: Iteration # 40 - FCN = 297361.013743 Edm = 21.2162 NCalls = 690 -VariableMetric: Iteration # 41 - FCN = 297358.426109 Edm = 14.9946 NCalls = 692 -VariableMetric: Iteration # 42 - FCN = 297356.364834 Edm = 11.7947 NCalls = 694 -VariableMetric: Iteration # 43 - FCN = 297353.7098967 Edm = 8.90457 NCalls = 696 -VariableMetric: Iteration # 44 - FCN = 297352.5289491 Edm = 5.88704 NCalls = 698 -VariableMetric: Iteration # 45 - FCN = 297351.7669888 Edm = 11.5583 NCalls = 700 -VariableMetric: Iteration # 46 - FCN = 297350.6711411 Edm = 6.5347 NCalls = 702 -VariableMetric: Iteration # 47 - FCN = 297349.8416333 Edm = 1.07649 NCalls = 704 -VariableMetric: Iteration # 48 - FCN = 297348.9914761 Edm = 1.05803 NCalls = 707 -VariableMetric: Iteration # 49 - FCN = 297348.3996679 Edm = 0.376942 NCalls = 709 -VariableMetric: Iteration # 50 - FCN = 297347.9714898 Edm = 0.209752 NCalls = 711 -VariableMetric: Iteration # 51 - FCN = 297347.7017728 Edm = 0.0795539 NCalls = 713 -VariableMetric: Iteration # 52 - FCN = 297347.6074351 Edm = 0.0244881 NCalls = 715 -VariableMetric: Iteration # 53 - FCN = 297347.5554725 Edm = 0.0201406 NCalls = 717 -VariableMetric: Iteration # 54 - FCN = 297347.513663 Edm = 0.0245524 NCalls = 719 -VariableMetric: Iteration # 55 - FCN = 297347.48035 Edm = 0.00464885 NCalls = 721 -VariableMetric: Iteration # 56 - FCN = 297347.4734134 Edm = 0.00272724 NCalls = 723 -VariableMetric: Iteration # 57 - FCN = 297347.4681825 Edm = 0.00276017 NCalls = 725 -VariableMetric: Iteration # 58 - FCN = 297347.461676 Edm = 0.00133041 NCalls = 727 -VariableMetric: Iteration # 59 - FCN = 297347.4598287 Edm = 0.000282132 NCalls = 729 -VariableMetric: Iteration # 60 - FCN = 297347.4593537 Edm = 0.000150823 NCalls = 731 -VariableMetric: Iteration # 61 - FCN = 297347.4587634 Edm = 0.000240112 NCalls = 733 -VariableMetric: Iteration # 62 - FCN = 297347.4578182 Edm = 0.000236789 NCalls = 735 -VariableMetric: Iteration # 63 - FCN = 297347.4574053 Edm = 0.000113191 NCalls = 737 -VariableMetric: Iteration # 64 - FCN = 297347.4571662 Edm = 8.57066e-05 NCalls = 739 -VariableMetric: Iteration # 65 - FCN = 297347.456832 Edm = 0.000146233 NCalls = 741 -VariableMetric: Iteration # 66 - FCN = 297347.4563409 Edm = 4.25051e-05 NCalls = 743 -VariableMetric: After Hessian - FCN = 297347.4563409 Edm = 6.15301e-05 NCalls = 1278 -VariableMetric: Iteration # 67 - FCN = 297347.4563409 Edm = 6.15301e-05 NCalls = 1278 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305275.2584817 Edm = 120.568 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305275.2584817 Edm = 120.568 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304219.4798113 Edm = 31.8359 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299921.4259475 Edm = 2.70608 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 299839.3830127 Edm = 3.69069 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299709.3048835 Edm = 123.931 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299038.5997368 Edm = 444.011 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298946.7939683 Edm = 418.59 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298904.2121949 Edm = 369.788 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298814.5834004 Edm = 78.3175 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298781.6307688 Edm = 5.26687 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298755.4086019 Edm = 27.0169 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298291.9377942 Edm = 169.135 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297864.3984987 Edm = 3.70941 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297853.7954465 Edm = 1.3352 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297851.2438074 Edm = 0.110368 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297851.0234667 Edm = 0.112793 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297849.8690956 Edm = 0.681217 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297747.0825259 Edm = 33.6469 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297686.0131164 Edm = 0.583604 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297685.2917192 Edm = 0.125953 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297684.6159097 Edm = 0.186808 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297683.4633265 Edm = 0.60866 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297657.0009608 Edm = 22.7118 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297543.6077557 Edm = 41.608 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297509.2705537 Edm = 27.6794 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297497.3985872 Edm = 5.05168 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297488.6775257 Edm = 0.414486 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297488.3741061 Edm = 0.020342 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297488.3379284 Edm = 0.0138865 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297487.5792789 Edm = 0.629789 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297476.7116462 Edm = 32.9625 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297475.5218881 Edm = 1.07286 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297468.0988418 Edm = 7.66583 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297457.1555947 Edm = 2.54608 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297454.6183829 Edm = 0.223041 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297454.4720588 Edm = 0.011649 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297454.4548133 Edm = 0.0137092 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297454.3674074 Edm = 0.10109 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297450.262186 Edm = 3.39656 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297413.6722176 Edm = 2.96429 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297408.7808665 Edm = 0.582812 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297407.9049303 Edm = 0.0354976 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297407.8594506 Edm = 0.00340985 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297407.8529558 Edm = 0.000676158 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297407.8520626 Edm = 0.000320989 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297407.8498281 Edm = 0.00194452 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297407.5544159 Edm = 0.268733 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297404.5743565 Edm = 0.0739953 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297404.4990921 Edm = 0.00248447 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297404.497883 Edm = 0.000215197 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297404.4972578 Edm = 0.000395025 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297404.4901406 Edm = 0.0029442 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297404.4227639 Edm = 0.0421156 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297403.5565152 Edm = 1.64698 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297402.4697783 Edm = 3.683 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297401.3311706 Edm = 0.65086 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297400.6847004 Edm = 0.212953 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297400.5217304 Edm = 0.00285046 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297400.5182199 Edm = 0.00025344 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297400.5175799 Edm = 0.000362263 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297400.5104178 Edm = 0.00235185 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297400.5068121 Edm = 0.000197506 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297400.5065707 Edm = 9.28075e-05 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297400.5053591 Edm = 0.00118861 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297400.4224533 Edm = 0.0304165 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297399.7981413 Edm = 0.532717 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297399.4790675 Edm = 0.447832 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297399.0178412 Edm = 0.0386115 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297398.9659906 Edm = 0.023378 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297398.9019945 Edm = 0.0285816 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297398.8556174 Edm = 0.00329323 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297398.8530744 Edm = 0.000392274 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297398.8525428 Edm = 3.44542e-05 NCalls = 230 -VariableMetric: After Hessian - FCN = 297398.8525428 Edm = 276.158 NCalls = 709 -VariableMetric: Iteration # 73 - FCN = 297398.8525428 Edm = 276.158 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297398.1073569 Edm = 1128.93 NCalls = 716 -VariableMetric: Iteration # 75 - FCN = 297398.1029147 Edm = 198.51 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297398.068882 Edm = 1039.46 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297397.9808499 Edm = 8005.71 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297397.8400723 Edm = 250.94 NCalls = 733 -VariableMetric: Iteration # 79 - FCN = 297397.4111415 Edm = 394.995 NCalls = 736 -VariableMetric: Iteration # 80 - FCN = 297395.9652194 Edm = 351.479 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297395.3448384 Edm = 108.451 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297394.741745 Edm = 55.7472 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297394.4062871 Edm = 186.411 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297392.6747211 Edm = 39.9188 NCalls = 750 -VariableMetric: Iteration # 85 - FCN = 297392.0786563 Edm = 356.634 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297390.4118662 Edm = 55.5429 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297388.1244539 Edm = 10.3817 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297387.8160714 Edm = 41.083 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297387.7736201 Edm = 109.868 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297385.8403385 Edm = 8.27335 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297384.9213131 Edm = 25.82 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297384.2081675 Edm = 11.1243 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297383.4549069 Edm = 7.09658 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297382.247124 Edm = 2.46883 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297382.1069568 Edm = 0.550415 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297381.9694773 Edm = 0.966467 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297381.7885895 Edm = 0.910003 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297381.5110174 Edm = 0.198819 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297381.3613707 Edm = 0.282838 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297381.2428778 Edm = 0.40707 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297381.1513872 Edm = 0.168449 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297381.0807232 Edm = 0.14766 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297381.031413 Edm = 0.104277 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297380.9853063 Edm = 0.0417583 NCalls = 793 -VariableMetric: Iteration # 105 - FCN = 297380.9410188 Edm = 0.0339271 NCalls = 795 -VariableMetric: Iteration # 106 - FCN = 297380.8994795 Edm = 0.0541647 NCalls = 798 -VariableMetric: Iteration # 107 - FCN = 297380.8588775 Edm = 0.0466818 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297380.8049515 Edm = 0.0548204 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297380.7498757 Edm = 0.0383751 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297380.7143934 Edm = 0.0350913 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297380.6904617 Edm = 0.0177137 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297380.6696989 Edm = 0.0259063 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297380.6303144 Edm = 0.0375695 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297380.5400574 Edm = 0.0878256 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297380.4677218 Edm = 0.05782 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297380.416906 Edm = 0.0174458 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297380.3860154 Edm = 0.0333305 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297380.3432435 Edm = 0.0436069 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297380.2588473 Edm = 0.0317086 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297380.196646 Edm = 0.0265142 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297380.145602 Edm = 0.0170249 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297380.129474 Edm = 0.00979681 NCalls = 843 -VariableMetric: Iteration # 123 - FCN = 297380.1205634 Edm = 0.00422713 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297380.1135048 Edm = 0.00370323 NCalls = 847 -VariableMetric: Iteration # 125 - FCN = 297380.1028885 Edm = 0.0068104 NCalls = 849 -VariableMetric: Iteration # 126 - FCN = 297380.0881623 Edm = 0.00544629 NCalls = 852 -VariableMetric: Iteration # 127 - FCN = 297380.0819922 Edm = 0.00345669 NCalls = 854 -VariableMetric: Iteration # 128 - FCN = 297380.0775568 Edm = 0.00272948 NCalls = 856 -VariableMetric: Iteration # 129 - FCN = 297380.0716763 Edm = 0.00255396 NCalls = 860 -VariableMetric: Iteration # 130 - FCN = 297380.0679646 Edm = 0.000671452 NCalls = 862 -VariableMetric: Iteration # 131 - FCN = 297380.0673235 Edm = 0.000177955 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297380.0671719 Edm = 2.28292e-05 NCalls = 866 -VariableMetric: After Hessian - FCN = 297380.0671719 Edm = 0.000259571 NCalls = 1357 -VariableMetric: Iteration # 133 - FCN = 297380.0671719 Edm = 0.000259571 NCalls = 1357 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314364.5254584 Edm = 20.0118 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314364.5254584 Edm = 20.0118 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313168.4305873 Edm = 61.3506 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304475.5143042 Edm = 242.66 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304283.0574751 Edm = 568.262 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302058.0775877 Edm = 238.85 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299278.758177 Edm = 566.87 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299216.4949978 Edm = 968.59 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298151.3089305 Edm = 8.24666 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298144.092372 Edm = 14.8171 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298118.7679861 Edm = 0.688894 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298110.2609937 Edm = 7.14195 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297837.869443 Edm = 40.6213 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297795.4975767 Edm = 1.97848 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297793.9956769 Edm = 0.0249459 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297793.9416016 Edm = 0.0284669 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297791.7212687 Edm = 2.41883 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297786.4379757 Edm = 5.11703 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297756.3358726 Edm = 18.9082 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297714.5204922 Edm = 82.3123 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297657.3593151 Edm = 42.4932 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297633.870916 Edm = 18.2554 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297621.475822 Edm = 6.69734 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297609.5719027 Edm = 2.74433 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297603.8584204 Edm = 2.83178 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297602.202876 Edm = 0.089914 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297602.0275525 Edm = 0.0683869 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297600.4761534 Edm = 1.60639 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297596.1920473 Edm = 4.17735 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297526.4804835 Edm = 18.7728 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297519.2978226 Edm = 11.7463 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297501.2486829 Edm = 3.40489 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297498.3965124 Edm = 1.60781 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297497.2299321 Edm = 0.0203756 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297497.2188314 Edm = 0.00536091 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297497.2114221 Edm = 0.00392532 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297496.8636061 Edm = 0.530709 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297496.8533687 Edm = 0.00847145 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297495.4589341 Edm = 1.1414 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297477.5243825 Edm = 3.58562 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297474.9332446 Edm = 0.289621 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297474.6771929 Edm = 0.0108733 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297474.6602304 Edm = 0.008398 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297474.3025945 Edm = 0.356586 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297468.1240527 Edm = 0.694938 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297465.3130828 Edm = 0.112692 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297465.1985445 Edm = 0.00587515 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297465.1847243 Edm = 0.00625582 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297465.1303444 Edm = 0.0328357 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297461.8671444 Edm = 2.38637 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297453.7119384 Edm = 0.625314 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297453.3318408 Edm = 0.101799 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297453.2326995 Edm = 0.00167442 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297453.2301854 Edm = 0.000364625 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297453.2247126 Edm = 0.00444144 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297453.0896641 Edm = 0.0907987 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297451.8273579 Edm = 0.849596 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297448.6228563 Edm = 0.423851 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297448.0693582 Edm = 0.0831651 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297447.9878231 Edm = 0.0159291 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297447.9667384 Edm = 0.00346718 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297447.9624394 Edm = 0.000497276 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297447.9611273 Edm = 0.000856166 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297447.9047346 Edm = 0.051876 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297446.4008145 Edm = 1.58548 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297446.2184266 Edm = 0.472897 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297444.5096134 Edm = 0.364015 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297443.5583202 Edm = 0.25476 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297442.9300963 Edm = 0.408487 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297442.4923716 Edm = 0.269321 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297442.0203118 Edm = 0.12969 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297441.7587476 Edm = 0.0773982 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297441.6786621 Edm = 0.0754221 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297441.6231006 Edm = 0.0054717 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297441.614529 Edm = 0.000372429 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297441.6137641 Edm = 0.000375489 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297441.6038175 Edm = 0.0116313 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297441.5854688 Edm = 0.0166078 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297438.8679278 Edm = 8.38495 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297438.7456166 Edm = 0.0328054 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297438.6619005 Edm = 0.0564379 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297438.1394192 Edm = 0.277668 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297437.2992284 Edm = 0.727432 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297436.8570577 Edm = 0.326793 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297436.4098126 Edm = 0.596584 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297436.0206907 Edm = 0.210039 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297435.5785838 Edm = 0.0224359 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297435.5596939 Edm = 0.00289536 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297435.5571124 Edm = 0.000225583 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297435.5560028 Edm = 0.000758676 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297435.5486707 Edm = 0.000468992 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297435.5480923 Edm = 0.000104974 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297435.5475413 Edm = 0.000396702 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297435.5434966 Edm = 0.00406986 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297435.3543927 Edm = 0.174797 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297434.0063412 Edm = 0.832268 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297433.7315501 Edm = 0.64876 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297433.0692585 Edm = 0.117892 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297432.8234149 Edm = 0.0477486 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297432.6805243 Edm = 0.0265329 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297432.6233416 Edm = 0.0217205 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297432.6015332 Edm = 0.0104257 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297432.5867346 Edm = 0.00250865 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297432.5835665 Edm = 0.000544815 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297432.582844 Edm = 0.00011328 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297432.5827088 Edm = 3.53443e-05 NCalls = 334 -VariableMetric: After Hessian - FCN = 297432.5827088 Edm = 74.7207 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297432.5827088 Edm = 74.7207 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297431.3105324 Edm = 614.093 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297430.5419952 Edm = 2.50517 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297430.511205 Edm = 98117 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297430.4890678 Edm = 2174.06 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297430.3318729 Edm = 3482.49 NCalls = 834 -VariableMetric: Iteration # 111 - FCN = 297430.2752119 Edm = 6860.3 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297429.3009639 Edm = 1870.86 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297427.0281602 Edm = 1360.25 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297425.9236651 Edm = 596.98 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297425.4802514 Edm = 495.137 NCalls = 851 -VariableMetric: Iteration # 116 - FCN = 297425.1642302 Edm = 259.351 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297424.5860976 Edm = 238.631 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297424.1570721 Edm = 45.6385 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297423.123239 Edm = 58.1894 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297422.8756238 Edm = 20.3733 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297422.6725144 Edm = 18.4678 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297422.1619787 Edm = 11.375 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297421.12438 Edm = 16.9134 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297420.9098587 Edm = 12.6382 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297420.4749391 Edm = 4.43172 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297419.8236337 Edm = 5.83023 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297419.2619699 Edm = 5.00771 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297418.6971262 Edm = 3.53208 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297417.7618071 Edm = 2.46658 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297417.0271203 Edm = 1.95433 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297416.7113717 Edm = 0.771562 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297416.0480653 Edm = 1.09848 NCalls = 892 -VariableMetric: Iteration # 133 - FCN = 297415.8900391 Edm = 0.794805 NCalls = 894 -VariableMetric: Iteration # 134 - FCN = 297415.4932049 Edm = 0.669916 NCalls = 897 -VariableMetric: Iteration # 135 - FCN = 297415.3185482 Edm = 0.517 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297415.0692793 Edm = 0.113463 NCalls = 901 -VariableMetric: Iteration # 137 - FCN = 297414.9790183 Edm = 0.041308 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297414.9481254 Edm = 0.0152041 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297414.9356496 Edm = 0.0068155 NCalls = 907 -VariableMetric: Iteration # 140 - FCN = 297414.9266109 Edm = 0.00665162 NCalls = 909 -VariableMetric: Iteration # 141 - FCN = 297414.9078335 Edm = 0.0140246 NCalls = 912 -VariableMetric: Iteration # 142 - FCN = 297414.8757869 Edm = 0.0262756 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297414.3719391 Edm = 2.29956 NCalls = 920 -VariableMetric: Iteration # 144 - FCN = 297414.3222514 Edm = 0.149721 NCalls = 922 -VariableMetric: Iteration # 145 - FCN = 297414.202165 Edm = 0.126581 NCalls = 924 -VariableMetric: Iteration # 146 - FCN = 297414.0857185 Edm = 0.136656 NCalls = 927 -VariableMetric: Iteration # 147 - FCN = 297413.8302089 Edm = 0.125317 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297413.670607 Edm = 0.0745919 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297413.5697999 Edm = 0.0754433 NCalls = 935 -VariableMetric: Iteration # 150 - FCN = 297413.4865335 Edm = 0.0713258 NCalls = 937 -VariableMetric: Iteration # 151 - FCN = 297413.3951164 Edm = 0.0430442 NCalls = 939 -VariableMetric: Iteration # 152 - FCN = 297413.3012839 Edm = 0.0388266 NCalls = 941 -VariableMetric: Iteration # 153 - FCN = 297413.2485047 Edm = 0.0303045 NCalls = 944 -VariableMetric: Iteration # 154 - FCN = 297413.2065182 Edm = 0.0179684 NCalls = 946 -VariableMetric: Iteration # 155 - FCN = 297413.174766 Edm = 0.0251512 NCalls = 949 -VariableMetric: Iteration # 156 - FCN = 297413.1374414 Edm = 0.0368532 NCalls = 952 -VariableMetric: Iteration # 157 - FCN = 297413.0719359 Edm = 0.0608025 NCalls = 956 -VariableMetric: Iteration # 158 - FCN = 297413.0416737 Edm = 0.0837193 NCalls = 959 -VariableMetric: Iteration # 159 - FCN = 297412.9999683 Edm = 0.0191256 NCalls = 962 -VariableMetric: Iteration # 160 - FCN = 297412.9561931 Edm = 0.0391065 NCalls = 965 -VariableMetric: Iteration # 161 - FCN = 297412.9185823 Edm = 0.0544765 NCalls = 968 -VariableMetric: Iteration # 162 - FCN = 297412.8562077 Edm = 0.0315582 NCalls = 972 -VariableMetric: Iteration # 163 - FCN = 297412.8056631 Edm = 0.053468 NCalls = 975 -VariableMetric: Iteration # 164 - FCN = 297412.7818847 Edm = 0.0205028 NCalls = 977 -VariableMetric: Iteration # 165 - FCN = 297412.7539718 Edm = 0.0118896 NCalls = 980 -VariableMetric: Iteration # 166 - FCN = 297412.7357331 Edm = 0.00660561 NCalls = 982 -VariableMetric: Iteration # 167 - FCN = 297412.7273627 Edm = 0.00247959 NCalls = 984 -VariableMetric: Iteration # 168 - FCN = 297412.724156 Edm = 0.000937624 NCalls = 986 -VariableMetric: Iteration # 169 - FCN = 297412.721738 Edm = 0.00106818 NCalls = 989 -VariableMetric: Iteration # 170 - FCN = 297412.7205812 Edm = 0.000482069 NCalls = 991 -VariableMetric: Iteration # 171 - FCN = 297412.7199584 Edm = 0.000235802 NCalls = 993 -VariableMetric: Iteration # 172 - FCN = 297412.7173678 Edm = 0.00287682 NCalls = 996 -VariableMetric: Iteration # 173 - FCN = 297412.6879776 Edm = 0.0369371 NCalls = 1004 -VariableMetric: Iteration # 174 - FCN = 297412.6876337 Edm = 0.000769085 NCalls = 1006 -VariableMetric: Iteration # 175 - FCN = 297412.6868124 Edm = 0.00119249 NCalls = 1008 -VariableMetric: Iteration # 176 - FCN = 297412.5916649 Edm = 0.398658 NCalls = 1016 -VariableMetric: Iteration # 177 - FCN = 297412.5911202 Edm = 0.000741956 NCalls = 1018 -VariableMetric: Iteration # 178 - FCN = 297412.5882947 Edm = 0.00314085 NCalls = 1021 -VariableMetric: Iteration # 179 - FCN = 297412.5471329 Edm = 0.0219298 NCalls = 1027 -VariableMetric: Iteration # 180 - FCN = 297412.5050499 Edm = 0.0320507 NCalls = 1030 -VariableMetric: Iteration # 181 - FCN = 297412.4500446 Edm = 0.048321 NCalls = 1032 -VariableMetric: Iteration # 182 - FCN = 297412.3810501 Edm = 0.076087 NCalls = 1036 -VariableMetric: Iteration # 183 - FCN = 297412.3158013 Edm = 0.116908 NCalls = 1039 -VariableMetric: Iteration # 184 - FCN = 297412.2686026 Edm = 0.165453 NCalls = 1043 -VariableMetric: Iteration # 185 - FCN = 297412.1949797 Edm = 0.0388665 NCalls = 1046 -VariableMetric: Iteration # 186 - FCN = 297412.1607089 Edm = 0.031931 NCalls = 1047 -VariableMetric: Iteration # 187 - FCN = 297412.1424116 Edm = 0.00746721 NCalls = 1049 -VariableMetric: Iteration # 188 - FCN = 297412.1341791 Edm = 0.00153029 NCalls = 1051 -VariableMetric: Iteration # 189 - FCN = 297412.132742 Edm = 0.000354233 NCalls = 1053 -VariableMetric: Iteration # 190 - FCN = 297412.1320372 Edm = 0.000316785 NCalls = 1055 -VariableMetric: Iteration # 191 - FCN = 297412.130765 Edm = 0.000251659 NCalls = 1057 -VariableMetric: Iteration # 192 - FCN = 297412.1303551 Edm = 0.000147551 NCalls = 1059 -VariableMetric: Iteration # 193 - FCN = 297412.1292641 Edm = 0.00121902 NCalls = 1062 -VariableMetric: Iteration # 194 - FCN = 297412.1183077 Edm = 0.00894369 NCalls = 1069 -VariableMetric: Iteration # 195 - FCN = 297412.1181487 Edm = 8.18168e-05 NCalls = 1071 -VariableMetric: Iteration # 196 - FCN = 297412.1178529 Edm = 0.000341082 NCalls = 1073 -VariableMetric: Iteration # 197 - FCN = 297412.1169921 Edm = 0.00107762 NCalls = 1076 -VariableMetric: Iteration # 198 - FCN = 297412.1144965 Edm = 0.00227237 NCalls = 1080 -VariableMetric: Iteration # 199 - FCN = 297412.0786374 Edm = 0.0339233 NCalls = 1087 -VariableMetric: Iteration # 200 - FCN = 297412.064353 Edm = 0.061284 NCalls = 1091 -VariableMetric: Iteration # 201 - FCN = 297412.0111622 Edm = 0.0423211 NCalls = 1096 -VariableMetric: Iteration # 202 - FCN = 297412.0000313 Edm = 0.0264645 NCalls = 1098 -VariableMetric: Iteration # 203 - FCN = 297411.9602657 Edm = 0.0406373 NCalls = 1101 -VariableMetric: Iteration # 204 - FCN = 297411.9401641 Edm = 0.0278431 NCalls = 1103 -VariableMetric: Iteration # 205 - FCN = 297411.9123523 Edm = 0.0193864 NCalls = 1106 -VariableMetric: Iteration # 206 - FCN = 297411.8943204 Edm = 0.0125088 NCalls = 1108 -VariableMetric: Iteration # 207 - FCN = 297411.8816795 Edm = 0.00553513 NCalls = 1111 -VariableMetric: Iteration # 208 - FCN = 297411.8678807 Edm = 0.00470676 NCalls = 1113 -VariableMetric: Iteration # 209 - FCN = 297411.8624295 Edm = 0.0156471 NCalls = 1115 -VariableMetric: Iteration # 210 - FCN = 297411.8550515 Edm = 0.00265218 NCalls = 1118 -VariableMetric: Iteration # 211 - FCN = 297411.8435377 Edm = 0.0101049 NCalls = 1121 -VariableMetric: Iteration # 212 - FCN = 297411.8380442 Edm = 0.0093399 NCalls = 1123 -VariableMetric: Iteration # 213 - FCN = 297411.818928 Edm = 0.00911392 NCalls = 1126 -VariableMetric: Iteration # 214 - FCN = 297411.806388 Edm = 0.00164768 NCalls = 1129 -VariableMetric: Iteration # 215 - FCN = 297411.804973 Edm = 0.00141153 NCalls = 1131 -VariableMetric: Iteration # 216 - FCN = 297411.8039932 Edm = 0.000655132 NCalls = 1133 -VariableMetric: Iteration # 217 - FCN = 297411.80021 Edm = 0.0010912 NCalls = 1137 -VariableMetric: Iteration # 218 - FCN = 297411.7989477 Edm = 0.00101815 NCalls = 1140 -VariableMetric: Iteration # 219 - FCN = 297411.7981337 Edm = 0.000328437 NCalls = 1142 -VariableMetric: Iteration # 220 - FCN = 297411.7975248 Edm = 0.00018498 NCalls = 1144 -VariableMetric: Iteration # 221 - FCN = 297411.7973363 Edm = 4.73892e-05 NCalls = 1146 -VariableMetric: After Hessian - FCN = 297411.7973363 Edm = 0.000768678 NCalls = 1635 -VariableMetric: Iteration # 222 - FCN = 297411.7973363 Edm = 0.000768678 NCalls = 1635 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303888.1206439 Edm = 46.9978 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303888.1206439 Edm = 46.9978 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299857.5174471 Edm = 7.35731 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299840.975484 Edm = 5.77315 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299821.6096414 Edm = 16.4344 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297888.1033352 Edm = 11.158 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297869.8700439 Edm = 18.0314 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297835.9936812 Edm = 0.378464 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297835.365981 Edm = 0.231396 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297816.8095007 Edm = 18.2954 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297803.3231794 Edm = 10.2032 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297757.2027138 Edm = 0.497463 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297756.6705303 Edm = 0.0320598 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297735.9431725 Edm = 20.3794 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297578.2978475 Edm = 6.05 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297572.4287922 Edm = 0.120241 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297572.2923931 Edm = 0.0644755 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297571.6569226 Edm = 0.460023 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297540.8865719 Edm = 19.2656 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297471.1143485 Edm = 8.43121 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297460.1323151 Edm = 1.37161 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297458.8568025 Edm = 0.0650098 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297458.7964498 Edm = 0.00955854 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297458.361622 Edm = 0.45392 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297447.2919181 Edm = 4.64436 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297413.0491967 Edm = 6.15184 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297404.4446477 Edm = 0.530321 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297403.8776434 Edm = 0.0738896 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297403.7927253 Edm = 0.00704728 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297403.7845238 Edm = 0.00284082 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297403.6128576 Edm = 0.171488 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297400.8169166 Edm = 1.15512 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297393.7505932 Edm = 4.56227 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297387.9530418 Edm = 0.422412 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297387.7425211 Edm = 0.0395706 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297387.7125024 Edm = 0.00315795 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297387.7099572 Edm = 0.00172455 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297387.6820881 Edm = 0.0273407 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297386.6920173 Edm = 1.04242 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297386.6817746 Edm = 0.00924542 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297385.0046674 Edm = 0.33206 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297379.1399762 Edm = 1.49372 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297376.6764286 Edm = 0.144112 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297376.5105431 Edm = 0.00747861 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297376.4989675 Edm = 0.00163166 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297376.4930325 Edm = 0.00393778 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297376.2221738 Edm = 0.240999 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297372.0609378 Edm = 1.18841 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297370.5891656 Edm = 0.047667 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297370.5429988 Edm = 0.000729687 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297370.5422622 Edm = 0.000114659 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297370.5413264 Edm = 0.000873863 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297370.475534 Edm = 0.0658144 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297370.4461238 Edm = 0.0286266 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297368.3222252 Edm = 0.108751 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297368.1957073 Edm = 0.00844839 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297368.1864821 Edm = 0.000457407 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297368.1859626 Edm = 4.74517e-05 NCalls = 194 -VariableMetric: After Hessian - FCN = 297368.1859626 Edm = 17.1945 NCalls = 667 -VariableMetric: Iteration # 57 - FCN = 297368.1859626 Edm = 17.1945 NCalls = 667 -VariableMetric: Iteration # 58 - FCN = 297367.7334826 Edm = 836.689 NCalls = 669 -VariableMetric: Iteration # 59 - FCN = 297363.4322707 Edm = 15.5898 NCalls = 671 -VariableMetric: Iteration # 60 - FCN = 297359.759807 Edm = 0.264027 NCalls = 673 -VariableMetric: Iteration # 61 - FCN = 297359.4511509 Edm = 0.706344 NCalls = 675 -VariableMetric: Iteration # 62 - FCN = 297359.2862727 Edm = 0.263978 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297358.9554422 Edm = 0.37121 NCalls = 680 -VariableMetric: Iteration # 64 - FCN = 297357.6034689 Edm = 4.66755 NCalls = 685 -VariableMetric: Iteration # 65 - FCN = 297357.1654379 Edm = 3.66404 NCalls = 687 -VariableMetric: Iteration # 66 - FCN = 297352.7804953 Edm = 135.129 NCalls = 691 -VariableMetric: Iteration # 67 - FCN = 297352.5236479 Edm = 0.24725 NCalls = 693 -VariableMetric: Iteration # 68 - FCN = 297352.3362903 Edm = 0.346432 NCalls = 695 -VariableMetric: Iteration # 69 - FCN = 297350.5419359 Edm = 5.56049 NCalls = 699 -VariableMetric: Iteration # 70 - FCN = 297348.8684635 Edm = 3.93035 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297348.2836279 Edm = 1.1162 NCalls = 707 -VariableMetric: Iteration # 72 - FCN = 297344.8444034 Edm = 1.26154 NCalls = 711 -VariableMetric: Iteration # 73 - FCN = 297344.0874576 Edm = 0.319352 NCalls = 713 -VariableMetric: Iteration # 74 - FCN = 297343.901877 Edm = 0.296309 NCalls = 715 -VariableMetric: Iteration # 75 - FCN = 297343.5261282 Edm = 0.184442 NCalls = 717 -VariableMetric: Iteration # 76 - FCN = 297343.2244919 Edm = 0.186184 NCalls = 719 -VariableMetric: Iteration # 77 - FCN = 297342.6995577 Edm = 0.228688 NCalls = 722 -VariableMetric: Iteration # 78 - FCN = 297342.42521 Edm = 0.41637 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297342.1715371 Edm = 0.117529 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297342.0891583 Edm = 0.0427423 NCalls = 729 -VariableMetric: Iteration # 81 - FCN = 297342.0173242 Edm = 0.0657383 NCalls = 732 -VariableMetric: Iteration # 82 - FCN = 297341.9478537 Edm = 0.0431207 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297341.8604447 Edm = 0.0128787 NCalls = 737 -VariableMetric: Iteration # 84 - FCN = 297341.8443769 Edm = 0.00163683 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297341.8415536 Edm = 0.00104172 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297341.8377426 Edm = 0.0035291 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297341.8345003 Edm = 0.00320174 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297341.8281992 Edm = 0.00411172 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297341.8121409 Edm = 0.00477263 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297341.8038711 Edm = 0.00139413 NCalls = 753 -VariableMetric: Iteration # 91 - FCN = 297341.8017221 Edm = 0.00139263 NCalls = 755 -VariableMetric: Iteration # 92 - FCN = 297341.8005816 Edm = 0.0006346 NCalls = 757 -VariableMetric: Iteration # 93 - FCN = 297341.7995295 Edm = 0.000463607 NCalls = 759 -VariableMetric: Iteration # 94 - FCN = 297341.7981359 Edm = 0.000895158 NCalls = 761 -VariableMetric: Iteration # 95 - FCN = 297341.7907391 Edm = 0.00366998 NCalls = 764 -VariableMetric: Iteration # 96 - FCN = 297341.7842189 Edm = 0.00556045 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297341.7814856 Edm = 0.00117221 NCalls = 769 -VariableMetric: Iteration # 98 - FCN = 297341.7794023 Edm = 0.000743691 NCalls = 772 -VariableMetric: Iteration # 99 - FCN = 297341.7783247 Edm = 0.000399098 NCalls = 774 -VariableMetric: Iteration # 100 - FCN = 297341.7776721 Edm = 0.000264321 NCalls = 777 -VariableMetric: Iteration # 101 - FCN = 297341.7771055 Edm = 0.000241982 NCalls = 779 -VariableMetric: Iteration # 102 - FCN = 297341.7764825 Edm = 0.000338959 NCalls = 782 -VariableMetric: Iteration # 103 - FCN = 297341.77604 Edm = 0.000138492 NCalls = 784 -VariableMetric: Iteration # 104 - FCN = 297341.7758005 Edm = 2.96839e-05 NCalls = 786 -VariableMetric: After Hessian - FCN = 297341.7758005 Edm = 0.00129564 NCalls = 1273 -VariableMetric: Iteration # 105 - FCN = 297341.7758005 Edm = 0.00129564 NCalls = 1273 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330205.4206701 Edm = 67.6501 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330205.4206701 Edm = 67.6501 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303678.0689845 Edm = 132.129 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303143.9722368 Edm = 199.22 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303039.2119671 Edm = 13.4646 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298780.8086701 Edm = 4.90286 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298773.2520316 Edm = 7.67525 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298765.0294265 Edm = 5.13086 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298421.911984 Edm = 101.022 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298249.1616158 Edm = 42.7206 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298169.2397332 Edm = 0.27177 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298168.8670347 Edm = 0.125125 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298167.7994696 Edm = 1.19225 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298149.6735278 Edm = 16.0873 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297934.0139147 Edm = 49.0413 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297814.3745091 Edm = 97.5129 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297726.9065736 Edm = 70.3762 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297651.4524142 Edm = 40.5429 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297612.6356593 Edm = 33.1657 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297583.6382886 Edm = 12.4288 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297551.1115657 Edm = 3.92731 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297544.6520639 Edm = 1.07448 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297543.2916405 Edm = 0.0257394 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297543.2055983 Edm = 0.0439405 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297539.9390971 Edm = 3.52481 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297537.2798762 Edm = 2.54863 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297483.5922548 Edm = 10.5854 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297479.9263734 Edm = 5.27221 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297472.2111963 Edm = 5.90142 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297458.6219212 Edm = 9.62314 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297445.9751919 Edm = 5.039 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297439.274957 Edm = 2.17727 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297437.6569028 Edm = 5.46553 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297431.5562256 Edm = 6.28919 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297422.2707192 Edm = 9.44997 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297414.9480232 Edm = 44.4094 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297388.9678198 Edm = 15.3677 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297376.5332783 Edm = 4.83122 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297371.9173848 Edm = 1.48641 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297369.4012419 Edm = 1.28059 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297366.0482625 Edm = 0.660899 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297365.6923544 Edm = 0.162354 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297365.4481136 Edm = 0.0360039 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297365.3900637 Edm = 0.0119873 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297365.3605955 Edm = 0.0152493 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297361.4874926 Edm = 3.82734 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297360.7341165 Edm = 0.638249 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297345.0135595 Edm = 8.23168 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297337.4843193 Edm = 8.09625 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297325.519445 Edm = 0.69768 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297324.8045613 Edm = 0.0871482 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297324.6220884 Edm = 0.0337895 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297324.5419805 Edm = 0.0315849 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297323.587171 Edm = 0.908596 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297311.7531325 Edm = 0.777745 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297310.4351848 Edm = 0.106294 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297310.3523305 Edm = 0.017695 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297310.3208833 Edm = 0.00334014 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297310.3120582 Edm = 0.00478429 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297310.2712909 Edm = 0.0208278 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297310.086556 Edm = 0.17672 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297309.021345 Edm = 0.824848 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297309.0022273 Edm = 0.0235225 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297308.8265565 Edm = 0.145173 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297307.8599761 Edm = 0.252787 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297306.3482974 Edm = 0.967801 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297299.1694761 Edm = 2.38645 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297293.7865902 Edm = 0.600083 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297293.4743074 Edm = 0.223417 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297293.315987 Edm = 0.0167115 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297293.2804568 Edm = 0.00586971 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297293.2686474 Edm = 0.00431801 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297293.24791 Edm = 0.0171548 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297292.647456 Edm = 0.486348 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297283.5779649 Edm = 12.8856 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297270.1639929 Edm = 5.60384 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297265.0769503 Edm = 4.41301 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297260.3102985 Edm = 3.08207 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297254.3056444 Edm = 8.77171 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297240.7893893 Edm = 10.0661 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297239.7023558 Edm = 1.86683 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297238.2551512 Edm = 7.44452 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297233.0187766 Edm = 7.68525 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297227.4247164 Edm = 4.99524 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297223.1279519 Edm = 2.62347 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297221.0243344 Edm = 0.783451 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297220.5616531 Edm = 0.0680284 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297220.4411295 Edm = 0.0167021 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297220.3836608 Edm = 0.0341067 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297220.1561761 Edm = 0.0641637 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297220.1382854 Edm = 0.0534807 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297220.0899737 Edm = 0.0282468 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297219.717963 Edm = 0.272057 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297216.9798529 Edm = 1.17465 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297211.3101939 Edm = 11.0191 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297204.8706185 Edm = 7.48204 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297193.9307971 Edm = 15.0088 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297184.840167 Edm = 9.775 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297179.7182235 Edm = 4.06766 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297174.9529934 Edm = 0.96507 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297174.2339729 Edm = 0.428218 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297173.4858693 Edm = 0.335124 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297172.4085353 Edm = 0.353514 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297171.4161564 Edm = 0.516117 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297168.6851809 Edm = 1.44102 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297165.1965045 Edm = 2.68281 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297161.1319335 Edm = 2.21685 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297158.6198704 Edm = 3.6484 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297157.5873489 Edm = 0.39162 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297157.1067514 Edm = 0.067282 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297157.021677 Edm = 0.0120783 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297156.9761587 Edm = 0.0197669 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297156.933002 Edm = 0.00610191 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297156.9167939 Edm = 0.0104953 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297156.6434284 Edm = 0.269313 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297137.1173299 Edm = 18.9615 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297133.3097751 Edm = 5.67382 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297128.3259721 Edm = 8.06153 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297122.4218822 Edm = 3.20506 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297116.3265149 Edm = 2.39771 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297115.2846046 Edm = 1.34975 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297114.1094077 Edm = 0.532154 NCalls = 393 -VariableMetric: Iteration # 121 - FCN = 297112.9642155 Edm = 0.653509 NCalls = 395 -VariableMetric: Iteration # 122 - FCN = 297111.4352083 Edm = 1.06245 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297110.3948324 Edm = 0.395029 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297109.7188099 Edm = 0.112815 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297109.5530744 Edm = 0.079892 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297109.437505 Edm = 0.145803 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297109.160258 Edm = 0.243131 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297108.6132032 Edm = 2.68261 NCalls = 417 -VariableMetric: Iteration # 129 - FCN = 297107.8331866 Edm = 0.267849 NCalls = 421 -VariableMetric: Iteration # 130 - FCN = 297107.5874799 Edm = 0.472601 NCalls = 424 -VariableMetric: Iteration # 131 - FCN = 297107.3666012 Edm = 0.0294519 NCalls = 426 -VariableMetric: Iteration # 132 - FCN = 297107.3235496 Edm = 0.00617221 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297107.3172848 Edm = 0.00146881 NCalls = 430 -VariableMetric: Iteration # 134 - FCN = 297107.3019272 Edm = 0.0161768 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297107.1312605 Edm = 0.151968 NCalls = 439 -VariableMetric: Iteration # 136 - FCN = 297103.3256047 Edm = 2.27515 NCalls = 444 -VariableMetric: Iteration # 137 - FCN = 297098.6727664 Edm = 1.88771 NCalls = 447 -VariableMetric: Iteration # 138 - FCN = 297095.8873153 Edm = 1.19313 NCalls = 450 -VariableMetric: Iteration # 139 - FCN = 297093.6822775 Edm = 1.02885 NCalls = 453 -VariableMetric: Iteration # 140 - FCN = 297092.6880732 Edm = 0.155322 NCalls = 456 -VariableMetric: Iteration # 141 - FCN = 297092.4938168 Edm = 0.0380007 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297092.4527157 Edm = 0.00455926 NCalls = 460 -VariableMetric: Iteration # 143 - FCN = 297092.4486499 Edm = 0.000459516 NCalls = 461 -VariableMetric: Iteration # 144 - FCN = 297092.4479517 Edm = 0.000284003 NCalls = 463 -VariableMetric: Iteration # 145 - FCN = 297092.4458162 Edm = 0.00111859 NCalls = 466 -VariableMetric: Iteration # 146 - FCN = 297092.419565 Edm = 0.0216473 NCalls = 470 -VariableMetric: Iteration # 147 - FCN = 297090.4230918 Edm = 1.203 NCalls = 475 -VariableMetric: Iteration # 148 - FCN = 297087.5151657 Edm = 0.249704 NCalls = 478 -VariableMetric: Iteration # 149 - FCN = 297087.2897944 Edm = 0.0208394 NCalls = 480 -VariableMetric: Iteration # 150 - FCN = 297087.2644799 Edm = 0.0037176 NCalls = 482 -VariableMetric: Iteration # 151 - FCN = 297087.2609304 Edm = 0.000349459 NCalls = 483 -VariableMetric: Iteration # 152 - FCN = 297087.260442 Edm = 0.000109022 NCalls = 485 -VariableMetric: Iteration # 153 - FCN = 297087.2600369 Edm = 0.000188772 NCalls = 487 -VariableMetric: Iteration # 154 - FCN = 297087.2580996 Edm = 0.00166873 NCalls = 490 -VariableMetric: Iteration # 155 - FCN = 297087.2108344 Edm = 0.0463514 NCalls = 494 -VariableMetric: Iteration # 156 - FCN = 297086.9639449 Edm = 0.217995 NCalls = 500 -VariableMetric: Iteration # 157 - FCN = 297085.7500407 Edm = 2.16142 NCalls = 504 -VariableMetric: Iteration # 158 - FCN = 297084.7727868 Edm = 0.727811 NCalls = 507 -VariableMetric: Iteration # 159 - FCN = 297084.0418086 Edm = 0.260074 NCalls = 508 -VariableMetric: Iteration # 160 - FCN = 297083.9106124 Edm = 0.0363991 NCalls = 510 -VariableMetric: Iteration # 161 - FCN = 297083.8521477 Edm = 0.0116818 NCalls = 512 -VariableMetric: Iteration # 162 - FCN = 297083.8173978 Edm = 0.0133889 NCalls = 514 -VariableMetric: Iteration # 163 - FCN = 297083.7898133 Edm = 0.00235988 NCalls = 516 -VariableMetric: Iteration # 164 - FCN = 297083.7868871 Edm = 0.000149549 NCalls = 518 -VariableMetric: Iteration # 165 - FCN = 297083.7866301 Edm = 0.000118483 NCalls = 520 -VariableMetric: Iteration # 166 - FCN = 297083.7859113 Edm = 0.000782374 NCalls = 523 -VariableMetric: Iteration # 167 - FCN = 297083.7687154 Edm = 0.0153657 NCalls = 529 -VariableMetric: Iteration # 168 - FCN = 297083.1976124 Edm = 0.469134 NCalls = 534 -VariableMetric: Iteration # 169 - FCN = 297081.678141 Edm = 0.405505 NCalls = 537 -VariableMetric: Iteration # 170 - FCN = 297081.2639252 Edm = 0.0403823 NCalls = 539 -VariableMetric: Iteration # 171 - FCN = 297081.2268484 Edm = 0.00522478 NCalls = 541 -VariableMetric: Iteration # 172 - FCN = 297081.2240705 Edm = 0.000351978 NCalls = 543 -VariableMetric: Iteration # 173 - FCN = 297081.2236956 Edm = 4.18955e-05 NCalls = 545 -VariableMetric: After Hessian - FCN = 297081.2236956 Edm = 8.33461 NCalls = 1026 -VariableMetric: Iteration # 174 - FCN = 297081.2236956 Edm = 8.33461 NCalls = 1026 -VariableMetric: Iteration # 175 - FCN = 297081.1157429 Edm = 15.0043 NCalls = 1029 -VariableMetric: Iteration # 176 - FCN = 297079.375039 Edm = 43.3158 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297078.9144999 Edm = 0.372336 NCalls = 1036 -VariableMetric: Iteration # 178 - FCN = 297077.268364 Edm = 2.6249 NCalls = 1046 -VariableMetric: Iteration # 179 - FCN = 297077.0361945 Edm = 0.712926 NCalls = 1048 -VariableMetric: Iteration # 180 - FCN = 297076.8788905 Edm = 1088.34 NCalls = 1050 -VariableMetric: Iteration # 181 - FCN = 297076.7692512 Edm = 1574.81 NCalls = 1054 -VariableMetric: Iteration # 182 - FCN = 297076.6828112 Edm = 511.846 NCalls = 1058 -VariableMetric: Iteration # 183 - FCN = 297076.6683878 Edm = 389.923 NCalls = 1062 -VariableMetric: Iteration # 184 - FCN = 297076.6137331 Edm = 74.2085 NCalls = 1066 -VariableMetric: Iteration # 185 - FCN = 297076.4843874 Edm = 87.057 NCalls = 1069 -VariableMetric: Iteration # 186 - FCN = 297076.311257 Edm = 80.1472 NCalls = 1072 -VariableMetric: Iteration # 187 - FCN = 297076.1582378 Edm = 153.594 NCalls = 1075 -VariableMetric: Iteration # 188 - FCN = 297075.8559196 Edm = 134.422 NCalls = 1078 -VariableMetric: Iteration # 189 - FCN = 297075.459531 Edm = 110.695 NCalls = 1081 -VariableMetric: Iteration # 190 - FCN = 297075.1273203 Edm = 46.5049 NCalls = 1084 -VariableMetric: Iteration # 191 - FCN = 297075.1078159 Edm = 135.957 NCalls = 1086 -VariableMetric: Iteration # 192 - FCN = 297074.3957375 Edm = 5.9687 NCalls = 1088 -VariableMetric: Iteration # 193 - FCN = 297073.4886562 Edm = 7.79311 NCalls = 1090 -VariableMetric: Iteration # 194 - FCN = 297073.2052807 Edm = 5.01966 NCalls = 1092 -VariableMetric: Iteration # 195 - FCN = 297072.6422988 Edm = 6.36872 NCalls = 1094 -VariableMetric: Iteration # 196 - FCN = 297072.065613 Edm = 5.21261 NCalls = 1096 -VariableMetric: Iteration # 197 - FCN = 297071.8338755 Edm = 0.966545 NCalls = 1098 -VariableMetric: Iteration # 198 - FCN = 297071.7187945 Edm = 0.77769 NCalls = 1100 -VariableMetric: Iteration # 199 - FCN = 297071.4840838 Edm = 0.251557 NCalls = 1102 -VariableMetric: Iteration # 200 - FCN = 297071.4583302 Edm = 0.0954393 NCalls = 1104 -VariableMetric: Iteration # 201 - FCN = 297071.405632 Edm = 0.0382328 NCalls = 1106 -VariableMetric: Iteration # 202 - FCN = 297071.4005045 Edm = 0.0132283 NCalls = 1108 -VariableMetric: Iteration # 203 - FCN = 297071.3910466 Edm = 0.0217901 NCalls = 1110 -VariableMetric: Iteration # 204 - FCN = 297071.3888758 Edm = 0.00162406 NCalls = 1112 -VariableMetric: Iteration # 205 - FCN = 297071.3882697 Edm = 0.000810847 NCalls = 1114 -VariableMetric: Iteration # 206 - FCN = 297071.387746 Edm = 5.99259e-05 NCalls = 1116 -VariableMetric: After Hessian - FCN = 297071.387746 Edm = 7.54238e-05 NCalls = 1603 -VariableMetric: Iteration # 207 - FCN = 297071.387746 Edm = 7.54238e-05 NCalls = 1603 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2137 (2137 total) | -| EDM = 2.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297164.34881718154 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.52 | 0.08 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.81 | 0.26 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.32 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.16 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -1.57 | 0.29 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.26 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 0.99 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.86 | 0.19 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 4.644 | 0.023 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.77 | 0.05 | | | -2 | 2 | | -| 13| p4040_p | 4.04 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 1.96 | 0.16 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.78 | 0.21 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.04 | 0.18 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 1.55 | 0.28 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 22| psi2s_p | 1.863 | 0.030 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.001 -0.005 0.045 0.177 0.001 -0.004 -0.118 -0.117 -0.012 0.130 -0.005 -0.038 0.127 0.012 -0.056 -0.249 -0.073 0.000 0.146 0.051 -0.000 0.020 0.063 | -| omega_p | 0.001 1.000 0.034 -0.035 0.067 0.577 0.121 0.020 -0.088 -0.094 -0.028 0.000 0.218 -0.009 0.031 0.020 0.019 0.050 -0.475 0.124 0.008 -0.243 -0.001 0.005 | -| phi_p | -0.005 0.034 1.000 -0.005 0.012 0.050 0.013 0.007 -0.019 -0.045 -0.006 0.625 0.043 -0.002 -0.060 0.007 0.004 0.010 0.019 0.022 0.002 -0.051 -0.002 0.002 | -| p4415_p | 0.045 -0.035 -0.005 1.000 -0.135 -0.058 -0.236 -0.166 0.054 0.043 0.258 -0.005 -0.111 0.136 -0.061 -0.170 0.004 -0.136 0.010 -0.111 0.028 0.171 -0.060 0.007 | -| Dbar_p | 0.177 0.067 0.012 -0.135 1.000 0.109 0.093 -0.072 -0.343 0.010 -0.128 -0.025 0.103 -0.153 0.019 -0.058 -0.144 0.050 -0.010 -0.184 0.009 -0.197 -0.132 0.039 | -| rho_s | 0.001 0.577 0.050 -0.058 0.109 1.000 0.205 0.031 -0.154 -0.149 -0.045 0.018 0.358 -0.014 -0.218 0.031 0.030 0.081 -0.093 0.206 0.012 -0.404 0.001 0.008 | -| bplus_2 | -0.004 0.121 0.013 -0.236 0.093 0.205 1.000 -0.032 -0.689 -0.287 -0.077 0.022 0.595 -0.007 0.263 -0.064 0.063 0.154 -0.035 0.358 0.019 -0.714 0.011 0.009 | -| p4040_s | -0.118 0.020 0.007 -0.166 -0.072 0.031 -0.032 1.000 0.244 -0.017 -0.464 -0.016 0.023 -0.173 -0.023 0.089 0.101 0.162 -0.001 -0.128 0.002 -0.035 -0.016 -0.005 | -| Ctt | -0.117 -0.088 -0.019 0.054 -0.343 -0.154 -0.689 0.244 1.000 0.350 -0.200 -0.004 -0.401 -0.194 -0.125 0.205 -0.108 0.111 0.020 -0.122 -0.016 0.468 0.183 -0.015 | -| jpsi_p | -0.012 -0.094 -0.045 0.043 0.010 -0.149 -0.287 -0.017 0.350 1.000 -0.015 0.019 -0.255 -0.060 0.023 -0.018 -0.056 -0.058 0.020 -0.077 0.083 0.299 -0.036 0.064 | -| p4160_p | 0.130 -0.028 -0.006 0.258 -0.128 -0.045 -0.077 -0.464 -0.200 -0.015 1.000 0.003 -0.048 0.199 -0.019 -0.134 -0.007 -0.023 0.007 0.044 0.061 0.093 -0.105 0.029 | -| phi_s | -0.005 0.000 0.625 -0.005 -0.025 0.018 0.022 -0.016 -0.004 0.019 0.003 1.000 -0.042 -0.002 -0.082 -0.019 -0.015 -0.014 0.004 -0.028 -0.001 0.048 -0.003 -0.001 | -| bplus_1 | -0.038 0.218 0.043 -0.111 0.103 0.358 0.595 0.023 -0.401 -0.255 -0.048 -0.042 1.000 0.005 0.187 0.002 0.044 0.110 -0.043 0.259 0.012 -0.952 0.017 0.008 | -| p4040_p | 0.127 -0.009 -0.002 0.136 -0.153 -0.014 -0.007 -0.173 -0.194 -0.060 0.199 -0.002 0.005 1.000 -0.009 0.287 -0.035 0.005 0.003 0.050 0.042 0.022 -0.166 0.023 | -| rho_p | 0.012 0.031 -0.060 -0.061 0.019 -0.218 0.263 -0.023 -0.125 0.023 -0.019 -0.082 0.187 -0.009 1.000 -0.031 -0.003 0.026 0.013 0.086 0.004 -0.183 0.003 0.001 | -| p4160_s | -0.056 0.020 0.007 -0.170 -0.058 0.031 -0.064 0.089 0.205 -0.018 -0.134 -0.019 0.002 0.287 -0.031 1.000 0.027 0.276 -0.001 -0.090 0.002 -0.021 -0.045 -0.003 | -| p3770_s | -0.249 0.019 0.004 0.004 -0.144 0.030 0.063 0.101 -0.108 -0.056 -0.007 -0.015 0.044 -0.035 -0.003 0.027 1.000 0.013 -0.001 0.108 0.046 -0.065 -0.380 0.035 | -| p4415_s | -0.073 0.050 0.010 -0.136 0.050 0.081 0.154 0.162 0.111 -0.058 -0.023 -0.014 0.110 0.005 0.026 0.276 0.013 1.000 -0.009 -0.019 -0.004 -0.175 0.020 0.001 | -| omega_s | 0.000 -0.475 0.019 0.010 -0.010 -0.093 -0.035 -0.001 0.020 0.020 0.007 0.004 -0.043 0.003 0.013 -0.001 -0.001 -0.009 1.000 -0.023 -0.002 0.046 0.002 -0.001 | -| DDstar_p | 0.146 0.124 0.022 -0.111 -0.184 0.206 0.358 -0.128 -0.122 -0.077 0.044 -0.028 0.259 0.050 0.086 -0.090 0.108 -0.019 -0.023 1.000 0.052 -0.435 -0.044 -0.004 | -| DDstar_s | 0.051 0.008 0.002 0.028 0.009 0.012 0.019 0.002 -0.016 0.083 0.061 -0.001 0.012 0.042 0.004 0.002 0.046 -0.004 -0.002 0.052 1.000 -0.024 0.041 -0.005 | -| bplus_0 | -0.000 -0.243 -0.051 0.171 -0.197 -0.404 -0.714 -0.035 0.468 0.299 0.093 0.048 -0.952 0.022 -0.183 -0.021 -0.065 -0.175 0.046 -0.435 -0.024 1.000 -0.007 -0.015 | -| psi2s_p | 0.020 -0.001 -0.002 -0.060 -0.132 0.001 0.011 -0.016 0.183 -0.036 -0.105 -0.003 0.017 -0.166 0.003 -0.045 -0.380 0.020 0.002 -0.044 0.041 -0.007 1.000 0.034 | -| Dbar_s | 0.063 0.005 0.002 0.007 0.039 0.008 0.009 -0.005 -0.015 0.064 0.029 -0.001 0.008 0.023 0.001 -0.003 0.035 0.001 -0.001 -0.004 -0.005 -0.015 0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08277143973768641}), (, {'error': 0.25521789607401546}), (, {'error': 0.22283390416903526}), (, {'error': 0.18991066745208318}), (, {'error': 0.2911693540259277}), (, {'error': 0.41023674765130547}), (, {'error': 0.0850815345046465}), (, {'error': 0.1584753767469449}), (, {'error': 0.1878795945101695}), (, {'error': 0.02344883154350086}), (, {'error': 0.10044247578459498}), (, {'error': 1.051827758556195}), (, {'error': 0.047832385665219856}), (, {'error': 0.1742679877537272}), (, {'error': 0.6875488373186807}), (, {'error': 0.159282156727795}), (, {'error': 0.20819748748088518}), (, {'error': 0.18320983284461206}), (, {'error': 3.510855797153691}), (, {'error': 0.2837717456756961}), (, {'error': 0.03713872940112872}), (, {'error': 0.03164200152041885}), (, {'error': 0.029604752488989305}), (, {'error': 0.0273788216932232})]) -Toy 1/25 -Time taken: 6 min, 59 s -Projected time left: 2 h, 47 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1279 (1279 total) | -| EDM = 0.000687 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297449.2810738629 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 4.09 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.51 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.58 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 5.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 5.88 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.11 | 0.28 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.38 | 0.28 | | | -2 | 2 | | -| 7 | p4040_s | 0.6 | 0.4 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -1.5 | 3.0 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.58 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 19.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.758 | 0.019 | | | -2 | 2 | | -| 13| p4040_p | -3.16 | 0.24 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.5 | 0.4 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 0.9 | 0.3 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.8 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -0.21 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.429 | 0.010 | | | -2 | 2 | | -| 22| psi2s_p | 1.92 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.011 -0.024 0.647 0.619 0.038 0.793 -0.794 -0.811 -0.581 0.011 0.041 -0.580 0.208 -0.150 0.090 0.680 -0.690 0.008 0.150 0.088 -0.509 -0.547 -0.161 | -| omega_p | -0.011 1.000 -0.024 -0.008 -0.004 0.099 -0.017 0.013 0.013 -0.000 -0.000 0.012 0.003 0.000 0.027 -0.001 -0.011 0.012 0.778 0.003 -0.001 0.008 0.009 0.003 | -| phi_p | -0.024 -0.024 1.000 -0.028 -0.017 0.051 -0.024 0.031 0.033 0.030 -0.000 0.701 0.033 -0.014 -0.139 -0.003 -0.031 0.025 -0.073 0.006 -0.004 0.023 0.022 0.007 | -| p4415_p | 0.647 -0.008 -0.028 1.000 0.425 0.025 0.724 -0.748 -0.764 -0.584 0.014 0.033 -0.476 0.098 -0.122 0.083 0.668 -0.645 0.013 0.116 0.089 -0.430 -0.579 -0.148 | -| Dbar_p | 0.619 -0.004 -0.017 0.425 1.000 0.040 0.560 -0.549 -0.584 -0.312 0.010 0.015 -0.485 0.066 -0.078 0.063 0.544 -0.504 0.004 -0.118 0.075 -0.444 -0.377 -0.103 | -| rho_s | 0.038 0.099 0.051 0.025 0.040 1.000 0.051 -0.039 -0.045 -0.019 0.001 0.000 0.002 0.012 0.143 0.004 0.040 -0.034 -0.203 0.017 -0.003 -0.108 -0.023 -0.014 | -| bplus_2 | 0.793 -0.017 -0.024 0.724 0.560 0.051 1.000 -0.928 -0.987 -0.790 0.014 0.066 -0.698 0.167 -0.215 0.102 0.848 -0.843 0.009 0.060 0.108 -0.637 -0.729 -0.199 | -| p4040_s | -0.794 0.013 0.031 -0.748 -0.549 -0.039 -0.928 1.000 0.951 0.746 -0.011 -0.049 0.639 -0.223 0.172 -0.102 -0.810 0.790 -0.013 -0.088 -0.105 0.569 0.721 0.188 | -| Ctt | -0.811 0.013 0.033 -0.764 -0.584 -0.045 -0.987 0.951 1.000 0.804 -0.014 -0.051 0.694 -0.189 0.182 -0.105 -0.870 0.854 -0.013 -0.055 -0.112 0.618 0.750 0.206 | -| jpsi_p | -0.581 -0.000 0.030 -0.584 -0.312 -0.019 -0.790 0.746 0.804 1.000 -0.011 -0.033 0.536 -0.134 0.105 -0.079 -0.657 0.672 -0.025 0.188 -0.079 0.486 0.633 0.174 | -| p4160_p | 0.011 -0.000 -0.000 0.014 0.010 0.001 0.014 -0.011 -0.014 -0.011 1.000 0.001 -0.010 0.001 -0.003 -0.001 0.012 -0.013 0.000 0.000 0.001 -0.008 -0.009 -0.003 | -| phi_s | 0.041 0.012 0.701 0.033 0.015 0.000 0.066 -0.049 -0.051 -0.033 0.001 1.000 -0.032 -0.015 -0.091 0.005 0.034 -0.053 -0.006 -0.002 0.007 0.001 -0.047 -0.009 | -| bplus_1 | -0.580 0.003 0.033 -0.476 -0.485 0.002 -0.698 0.639 0.694 0.536 -0.010 -0.032 1.000 -0.154 0.089 -0.072 -0.625 0.565 -0.026 -0.126 -0.046 0.039 0.475 0.157 | -| p4040_p | 0.208 0.000 -0.014 0.098 0.066 0.012 0.167 -0.223 -0.189 -0.134 0.001 -0.015 -0.154 1.000 0.005 0.009 0.204 -0.118 -0.000 0.169 0.048 -0.164 -0.243 -0.010 | -| rho_p | -0.150 0.027 -0.139 -0.122 -0.078 0.143 -0.215 0.172 0.182 0.105 -0.003 -0.091 0.089 0.005 1.000 -0.018 -0.142 0.170 0.073 0.001 -0.020 0.084 0.144 0.036 | -| p4160_s | 0.090 -0.001 -0.003 0.083 0.063 0.004 0.102 -0.102 -0.105 -0.079 -0.001 0.005 -0.072 0.009 -0.018 1.000 0.092 -0.085 0.001 0.019 0.012 -0.064 -0.078 -0.020 | -| p3770_s | 0.680 -0.011 -0.031 0.668 0.544 0.040 0.848 -0.810 -0.870 -0.657 0.012 0.034 -0.625 0.204 -0.142 0.092 1.000 -0.732 0.010 0.156 0.101 -0.561 -0.764 -0.160 | -| p4415_s | -0.690 0.012 0.025 -0.645 -0.504 -0.034 -0.843 0.790 0.854 0.672 -0.013 -0.053 0.565 -0.118 0.170 -0.085 -0.732 1.000 -0.013 -0.056 -0.087 0.495 0.615 0.176 | -| omega_s | 0.008 0.778 -0.073 0.013 0.004 -0.203 0.009 -0.013 -0.013 -0.025 0.000 -0.006 -0.026 -0.000 0.073 0.001 0.010 -0.013 1.000 -0.003 0.005 0.016 -0.015 -0.001 | -| DDstar_p | 0.150 0.003 0.006 0.116 -0.118 0.017 0.060 -0.088 -0.055 0.188 0.000 -0.002 -0.126 0.169 0.001 0.019 0.156 -0.056 -0.003 1.000 0.025 -0.116 0.083 -0.020 | -| DDstar_s | 0.088 -0.001 -0.004 0.089 0.075 -0.003 0.108 -0.105 -0.112 -0.079 0.001 0.007 -0.046 0.048 -0.020 0.012 0.101 -0.087 0.005 0.025 1.000 -0.038 -0.066 -0.026 | -| bplus_0 | -0.509 0.008 0.023 -0.430 -0.444 -0.108 -0.637 0.569 0.618 0.486 -0.008 0.001 0.039 -0.164 0.084 -0.064 -0.561 0.495 0.016 -0.116 -0.038 1.000 0.411 0.142 | -| psi2s_p | -0.547 0.009 0.022 -0.579 -0.377 -0.023 -0.729 0.721 0.750 0.633 -0.009 -0.047 0.475 -0.243 0.144 -0.078 -0.764 0.615 -0.015 0.083 -0.066 0.411 1.000 0.174 | -| Dbar_s | -0.161 0.003 0.007 -0.148 -0.103 -0.014 -0.199 0.188 0.206 0.174 -0.003 -0.009 0.157 -0.010 0.036 -0.020 -0.160 0.176 -0.001 -0.020 -0.026 0.142 0.174 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15099720790378512}), (, {'error': 0.3090870662151506}), (, {'error': 0.20833313150701427}), (, {'error': 0.324800075228163}), (, {'error': 0.2970901851509211}), (, {'error': 0.2836374664201373}), (, {'error': 0.2816858611691657}), (, {'error': 0.4452841176922785}), (, {'error': 2.9829565388754875}), (, {'error': 0.04158381461287064}), (, {'error': 0.009765968371726164}), (, {'error': 1.1385127935461998}), (, {'error': 0.019064581269777614}), (, {'error': 0.23818694701882692}), (, {'error': 0.32307782177569244}), (, {'error': 0.01680241417781736}), (, {'error': 0.41477527541649906}), (, {'error': 0.3238420297583635}), (, {'error': 1.4389487205140403}), (, {'error': 0.28793265966310555}), (, {'error': 0.023144162303296578}), (, {'error': 0.009697971399851402}), (, {'error': 0.042099252712836766}), (, {'error': 0.02676767037056793})]) -Toy 2/25 -Time taken: 11 min, 42 s -Projected time left: 2 h, 14 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1878 (1878 total) | -| EDM = 6.99E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297083.6278242754 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.85 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.61 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -5.62 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.31 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.15 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 1.03 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | 0.18 | 0.18 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -4.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.20 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 20.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 1.01 | 0.07 | | | -2 | 2 | | -| 13| p4040_p | -2.55 | 0.22 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.61 | 0.25 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.51 | 0.18 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 3.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.50 | 0.03 | | | -2 | 2 | | -| 22| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.002 0.007 0.201 -0.452 -0.008 0.061 -0.139 -0.168 0.270 0.325 0.005 -0.057 0.307 -0.000 -0.036 -0.007 -0.068 -0.001 -0.057 0.046 0.025 0.189 0.019 | -| omega_p | -0.002 1.000 -0.000 -0.015 -0.035 0.515 -0.024 0.013 0.024 -0.005 -0.020 -0.010 0.140 -0.010 -0.042 0.014 0.002 0.018 -0.540 0.029 0.020 -0.159 -0.001 0.007 | -| phi_p | 0.007 -0.000 1.000 0.015 0.004 -0.016 0.008 -0.001 -0.002 0.004 0.017 0.629 -0.019 0.011 -0.029 -0.001 0.006 -0.004 0.027 -0.024 -0.006 0.028 0.009 0.003 | -| p4415_p | 0.201 -0.015 0.015 1.000 0.159 -0.050 -0.146 -0.082 -0.241 0.522 0.654 0.009 0.100 0.469 0.006 -0.043 0.258 -0.101 -0.002 -0.662 -0.134 0.060 0.238 0.088 | -| Dbar_p | -0.452 -0.035 0.004 0.159 1.000 -0.074 -0.232 0.241 0.085 -0.105 -0.017 0.023 0.068 -0.045 0.005 0.182 -0.162 0.064 -0.004 -0.481 -0.053 0.122 -0.061 0.206 | -| rho_s | -0.008 0.515 -0.016 -0.050 -0.074 1.000 0.008 0.015 0.023 -0.014 -0.054 -0.069 0.288 -0.032 -0.028 0.013 -0.007 0.033 0.020 0.076 0.048 -0.334 -0.011 0.010 | -| bplus_2 | 0.061 -0.024 0.008 -0.146 -0.232 0.008 1.000 -0.058 -0.614 0.175 -0.009 0.108 -0.145 0.007 -0.034 -0.096 0.086 0.054 -0.033 0.079 0.109 -0.053 -0.012 -0.004 | -| p4040_s | -0.139 0.013 -0.001 -0.082 0.241 0.015 -0.058 1.000 0.282 0.037 -0.266 -0.022 0.032 -0.114 0.003 0.092 0.121 0.131 0.005 -0.201 -0.080 -0.039 0.046 0.041 | -| Ctt | -0.168 0.024 -0.002 -0.241 0.085 0.023 -0.614 0.282 1.000 -0.397 -0.402 -0.053 0.057 -0.330 0.012 0.189 -0.198 0.220 0.017 0.189 0.009 -0.017 0.133 -0.219 | -| jpsi_p | 0.270 -0.005 0.004 0.522 -0.105 -0.014 0.175 0.037 -0.397 1.000 0.621 -0.005 0.074 0.472 -0.001 0.060 0.413 -0.063 0.002 -0.650 -0.124 -0.029 0.380 0.089 | -| p4160_p | 0.325 -0.020 0.017 0.654 -0.017 -0.054 -0.009 -0.266 -0.402 0.621 1.000 0.023 0.058 0.534 0.003 0.005 0.300 -0.021 -0.006 -0.649 -0.091 0.072 0.264 0.079 | -| phi_s | 0.005 -0.010 0.629 0.009 0.023 -0.069 0.108 -0.022 -0.053 -0.005 0.023 1.000 -0.106 0.007 -0.011 -0.029 -0.008 -0.021 -0.016 -0.037 -0.013 0.120 0.003 -0.004 | -| bplus_1 | -0.057 0.140 -0.019 0.100 0.068 0.288 -0.145 0.032 0.057 0.074 0.058 -0.106 1.000 0.050 -0.029 0.031 0.005 -0.025 0.015 -0.090 -0.063 -0.940 0.025 -0.011 | -| p4040_p | 0.307 -0.010 0.011 0.469 -0.045 -0.032 0.007 -0.114 -0.330 0.472 0.534 0.007 0.050 1.000 0.003 0.335 0.205 0.021 -0.002 -0.488 -0.073 0.031 0.124 0.009 | -| rho_p | -0.000 -0.042 -0.029 0.006 0.005 -0.028 -0.034 0.003 0.012 -0.001 0.003 -0.011 -0.029 0.003 1.000 0.005 0.002 0.000 -0.009 -0.004 -0.004 0.032 0.001 -0.000 | -| p4160_s | -0.036 0.014 -0.001 -0.043 0.182 0.013 -0.096 0.092 0.189 0.060 0.005 -0.029 0.031 0.335 0.005 1.000 0.064 0.272 0.007 -0.215 -0.064 -0.035 0.017 0.029 | -| p3770_s | -0.007 0.002 0.006 0.258 -0.162 -0.007 0.086 0.121 -0.198 0.413 0.300 -0.008 0.005 0.205 0.002 0.064 1.000 0.002 0.002 -0.308 -0.032 -0.005 -0.080 -0.054 | -| p4415_s | -0.068 0.018 -0.004 -0.101 0.064 0.033 0.054 0.131 0.220 -0.063 -0.021 -0.021 -0.025 0.021 0.000 0.272 0.002 1.000 0.005 -0.004 -0.019 -0.058 0.001 0.017 | -| omega_s | -0.001 -0.540 0.027 -0.002 -0.004 0.020 -0.033 0.005 0.017 0.002 -0.006 -0.016 0.015 -0.002 -0.009 0.007 0.002 0.005 1.000 0.010 0.003 -0.017 -0.001 0.001 | -| DDstar_p | -0.057 0.029 -0.024 -0.662 -0.481 0.076 0.079 -0.201 0.189 -0.650 -0.649 -0.037 -0.090 -0.488 -0.004 -0.215 -0.308 -0.004 0.010 1.000 0.184 -0.106 -0.375 -0.285 | -| DDstar_s | 0.046 0.020 -0.006 -0.134 -0.053 0.048 0.109 -0.080 0.009 -0.124 -0.091 -0.013 -0.063 -0.073 -0.004 -0.064 -0.032 -0.019 0.003 0.184 1.000 -0.065 -0.082 -0.071 | -| bplus_0 | 0.025 -0.159 0.028 0.060 0.122 -0.334 -0.053 -0.039 -0.017 -0.029 0.072 0.120 -0.940 0.031 0.032 -0.035 -0.005 -0.058 -0.017 -0.106 -0.065 1.000 0.010 -0.012 | -| psi2s_p | 0.189 -0.001 0.009 0.238 -0.061 -0.011 -0.012 0.046 0.133 0.380 0.264 0.003 0.025 0.124 0.001 0.017 -0.080 0.001 -0.001 -0.375 -0.082 0.010 1.000 -0.010 | -| Dbar_s | 0.019 0.007 0.003 0.088 0.206 0.010 -0.004 0.041 -0.219 0.089 0.079 -0.004 -0.011 0.009 -0.000 0.029 -0.054 0.017 0.001 -0.285 -0.071 -0.012 -0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12970916939230914}), (, {'error': 0.23657620673248525}), (, {'error': 0.17529569505239406}), (, {'error': 0.19710671827551796}), (, {'error': 0.49138721334770796}), (, {'error': 0.3753545513783328}), (, {'error': 0.08835949744418037}), (, {'error': 0.173628531566548}), (, {'error': 0.1770799355766498}), (, {'error': 0.03871977322733189}), (, {'error': 0.14434123222341833}), (, {'error': 1.1114671918614647}), (, {'error': 0.06769509239445393}), (, {'error': 0.21946105130743598}), (, {'error': 0.09709205989052494}), (, {'error': 0.16877285604306524}), (, {'error': 0.25371358163797675}), (, {'error': 0.18280902003179367}), (, {'error': 3.892025886947963}), (, {'error': 0.8409093832789587}), (, {'error': 0.3724079001453221}), (, {'error': 0.03384066598145841}), (, {'error': 0.03580110785394108}), (, {'error': 0.44586220067597704})]) -Toy 3/25 -Time taken: 17 min, 51 s -Projected time left: 2 h, 10 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1336 (1336 total) | -| EDM = 0.00018 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297316.0925856732 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.62 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.68 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.16 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 5.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.21 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 1.11 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.47 | 0.22 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.635 | 0.028 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.12 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 19.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.91 | 0.05 | | | -2 | 2 | | -| 13| p4040_p | -2.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.59 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.47 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 5.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.503 | 0.023 | | | -2 | 2 | | -| 22| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.003 0.003 0.106 0.398 0.037 -0.112 -0.155 -0.248 0.176 0.292 0.006 0.148 0.241 -0.005 -0.069 -0.176 -0.056 -0.009 0.306 0.023 0.049 0.067 0.038 | -| omega_p | 0.003 1.000 0.012 -0.001 0.002 0.049 -0.007 -0.001 -0.002 0.008 0.001 -0.003 -0.012 0.001 -0.001 -0.000 0.001 0.001 -0.199 0.004 -0.000 0.016 0.001 -0.000 | -| phi_p | 0.003 0.012 1.000 -0.004 0.003 0.008 -0.008 -0.005 0.005 -0.005 -0.003 0.624 0.003 -0.003 -0.038 -0.004 -0.004 -0.001 -0.017 0.005 0.001 -0.008 -0.003 0.001 | -| p4415_p | 0.106 -0.001 -0.004 1.000 -0.049 0.006 0.148 -0.226 -0.082 0.013 0.320 -0.023 -0.059 0.213 0.006 -0.214 0.004 -0.175 -0.016 0.085 0.046 0.022 -0.107 0.027 | -| Dbar_p | 0.398 0.002 0.003 -0.049 1.000 0.044 -0.089 -0.133 -0.318 0.292 0.088 -0.004 0.180 0.029 -0.000 -0.068 0.030 0.032 -0.018 -0.100 0.003 0.045 0.015 0.026 | -| rho_s | 0.037 0.049 0.008 0.006 0.044 1.000 0.002 0.012 0.002 0.026 0.014 -0.046 -0.148 0.007 -0.003 0.023 0.027 0.025 -0.402 0.068 -0.001 0.237 0.013 -0.001 | -| bplus_2 | -0.112 -0.007 -0.008 0.148 -0.089 0.002 1.000 0.125 0.702 0.101 -0.109 -0.099 -0.314 -0.110 0.038 0.143 -0.122 -0.063 -0.075 -0.246 0.009 0.008 -0.011 0.006 | -| p4040_s | -0.155 -0.001 -0.005 -0.226 -0.133 0.012 0.125 1.000 0.328 -0.064 -0.537 -0.027 -0.013 -0.236 0.008 0.200 0.061 0.204 -0.021 -0.116 0.011 0.030 -0.074 0.003 | -| Ctt | -0.248 -0.002 0.005 -0.082 -0.318 0.002 0.702 0.328 1.000 0.176 -0.421 -0.032 -0.186 -0.375 0.015 0.289 -0.188 0.214 -0.034 -0.097 -0.003 0.006 0.177 0.009 | -| jpsi_p | 0.176 0.008 -0.005 0.013 0.292 0.026 0.101 -0.064 0.176 1.000 0.059 0.021 0.125 -0.013 -0.014 -0.025 0.032 -0.006 0.003 0.286 0.063 -0.032 0.013 0.057 | -| p4160_p | 0.292 0.001 -0.003 0.320 0.088 0.014 -0.109 -0.537 -0.421 0.059 1.000 -0.001 0.060 0.389 -0.002 -0.203 0.044 -0.072 -0.003 0.319 0.054 0.021 -0.125 0.041 | -| phi_s | 0.006 -0.003 0.624 -0.023 -0.004 -0.046 -0.099 -0.027 -0.032 0.021 -0.001 1.000 0.020 -0.003 -0.019 -0.030 -0.016 -0.008 0.019 0.014 0.001 -0.026 -0.004 0.000 | -| bplus_1 | 0.148 -0.012 0.003 -0.059 0.180 -0.148 -0.314 -0.013 -0.186 0.125 0.060 0.020 1.000 0.041 0.015 0.007 0.096 0.111 0.046 0.346 -0.009 -0.830 0.057 -0.006 | -| p4040_p | 0.241 0.001 -0.003 0.213 0.029 0.007 -0.110 -0.236 -0.375 -0.013 0.389 -0.003 0.041 1.000 -0.002 0.212 -0.032 -0.045 -0.001 0.214 0.033 0.016 -0.189 0.032 | -| rho_p | -0.005 -0.001 -0.038 0.006 -0.000 -0.003 0.038 0.008 0.015 -0.014 -0.002 -0.019 0.015 -0.002 1.000 0.009 0.001 0.001 0.084 -0.007 0.000 -0.020 -0.001 0.000 | -| p4160_s | -0.069 -0.000 -0.004 -0.214 -0.068 0.023 0.143 0.200 0.289 -0.025 -0.203 -0.030 0.007 0.212 0.009 1.000 0.010 0.331 -0.027 -0.041 0.010 0.052 -0.066 0.004 | -| p3770_s | -0.176 0.001 -0.004 0.004 0.030 0.027 -0.122 0.061 -0.188 0.032 0.044 -0.016 0.096 -0.032 0.001 0.010 1.000 0.019 -0.015 0.223 0.028 0.056 -0.406 0.036 | -| p4415_s | -0.056 0.001 -0.001 -0.175 0.032 0.025 -0.063 0.204 0.214 -0.006 -0.072 -0.008 0.111 -0.045 0.001 0.331 0.019 1.000 -0.012 -0.016 -0.001 0.035 0.026 -0.002 | -| omega_s | -0.009 -0.199 -0.017 -0.016 -0.018 -0.402 -0.075 -0.021 -0.034 0.003 -0.003 0.019 0.046 -0.001 0.084 -0.027 -0.015 -0.012 1.000 -0.014 0.000 -0.071 -0.005 -0.000 | -| DDstar_p | 0.306 0.004 0.005 0.085 -0.100 0.068 -0.246 -0.116 -0.097 0.286 0.319 0.014 0.346 0.214 -0.007 -0.041 0.223 -0.016 -0.014 1.000 0.035 0.041 0.053 -0.003 | -| DDstar_s | 0.023 -0.000 0.001 0.046 0.003 -0.001 0.009 0.011 -0.003 0.063 0.054 0.001 -0.009 0.033 0.000 0.010 0.028 -0.001 0.000 0.035 1.000 -0.000 0.032 -0.003 | -| bplus_0 | 0.049 0.016 -0.008 0.022 0.045 0.237 0.008 0.030 0.006 -0.032 0.021 -0.026 -0.830 0.016 -0.020 0.052 0.056 0.035 -0.071 0.041 -0.000 1.000 0.001 0.001 | -| psi2s_p | 0.067 0.001 -0.003 -0.107 0.015 0.013 -0.011 -0.074 0.177 0.013 -0.125 -0.004 0.057 -0.189 -0.001 -0.066 -0.406 0.026 -0.005 0.053 0.032 0.001 1.000 0.037 | -| Dbar_s | 0.038 -0.000 0.001 0.027 0.026 -0.001 0.006 0.003 0.009 0.057 0.041 0.000 -0.006 0.032 0.000 0.004 0.036 -0.002 -0.000 -0.003 -0.003 0.001 0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10210355707346164}), (, {'error': 0.2875917928130214}), (, {'error': 0.19535591133521812}), (, {'error': 0.13609920073111592}), (, {'error': 0.33655925731085645}), (, {'error': 0.3307093671354694}), (, {'error': 0.09239586695273616}), (, {'error': 0.1684419228761952}), (, {'error': 0.21978762055166723}), (, {'error': 0.02774866396881981}), (, {'error': 0.094925353258561}), (, {'error': 0.9929192986160125}), (, {'error': 0.045344968508946204}), (, {'error': 0.17957765905920064}), (, {'error': 0.08956845085671628}), (, {'error': 0.1689283204605192}), (, {'error': 0.23334409264914457}), (, {'error': 0.19367218245649487}), (, {'error': 0.8799220324560588}), (, {'error': 0.35950729589576813}), (, {'error': 0.026421220096911224}), (, {'error': 0.022979573381882723}), (, {'error': 0.0318323102369078}), (, {'error': 0.024185498059363153})]) -Toy 4/25 -Time taken: 22 min, 53 s -Projected time left: 2 h, 3 s -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=2039 (2039 total) | -| EDM = 0.000477 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297054.00713795394 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.57 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -0.06 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.67 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.95 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -2.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.91 | 0.23 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.48 | 0.04 | | | -2 | 2 | | -| 7 | p4040_s | 0.88 | 0.13 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.60 | 0.13 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.11 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 19.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.875 | 0.010 | | | -2 | 2 | | -| 13| p4040_p | 3.66 | 0.15 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 1.86 | 0.13 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.38 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.67 | 0.14 | | |0.126447 | 2.35355 | | -| 18| omega_s | 6.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.20 | 0.31 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.465 | 0.005 | | | -2 | 2 | | -| 22| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.020 0.062 -0.021 -0.842 0.007 0.487 -0.373 -0.671 0.862 0.440 0.007 0.561 0.264 0.090 -0.429 0.633 0.148 -0.002 -0.818 -0.908 0.543 0.674 -0.942 | -| omega_p | 0.020 1.000 0.000 0.001 -0.019 0.069 0.025 -0.007 -0.017 0.020 0.010 0.012 0.017 0.006 -0.066 -0.008 0.016 0.004 0.391 -0.021 -0.022 0.015 0.016 -0.022 | -| phi_p | 0.062 0.000 1.000 -0.004 -0.058 0.101 0.019 -0.026 -0.041 0.055 0.028 0.500 0.032 0.015 -0.091 -0.031 0.045 0.011 -0.046 -0.055 -0.060 0.033 0.044 -0.064 | -| p4415_p | -0.021 0.001 -0.004 1.000 0.080 -0.010 0.055 -0.073 0.019 -0.020 0.159 -0.009 -0.030 0.097 0.013 -0.067 0.000 -0.080 0.000 -0.011 0.061 -0.020 -0.039 0.043 | -| Dbar_p | -0.842 -0.019 -0.058 0.080 1.000 -0.008 -0.505 0.354 0.701 -0.788 -0.328 -0.004 -0.557 -0.147 -0.092 0.414 -0.570 -0.170 0.003 0.841 0.882 -0.540 -0.584 0.894 | -| rho_s | 0.007 0.069 0.101 -0.010 -0.008 1.000 -0.078 -0.011 0.009 -0.003 0.001 0.009 -0.008 -0.005 0.050 -0.012 -0.004 0.001 -0.304 0.012 0.006 0.035 -0.000 -0.002 | -| bplus_2 | 0.487 0.025 0.019 0.055 -0.505 -0.078 1.000 -0.192 -0.154 0.455 0.260 -0.057 0.199 0.154 0.192 -0.196 0.363 0.032 0.007 -0.446 -0.501 0.177 0.333 -0.510 | -| p4040_s | -0.373 -0.007 -0.026 -0.073 0.354 -0.011 -0.192 1.000 0.370 -0.346 -0.410 -0.012 -0.202 -0.176 -0.022 0.126 -0.216 0.005 0.001 0.269 0.357 -0.192 -0.284 0.383 | -| Ctt | -0.671 -0.017 -0.041 0.019 0.701 0.009 -0.154 0.370 1.000 -0.688 -0.402 0.002 -0.406 -0.261 -0.077 0.389 -0.534 -0.018 -0.004 0.652 0.710 -0.382 -0.429 0.711 | -| jpsi_p | 0.862 0.020 0.055 -0.020 -0.788 -0.003 0.455 -0.346 -0.688 1.000 0.421 -0.006 0.548 0.235 0.101 -0.419 0.673 0.144 -0.003 -0.839 -0.883 0.532 0.674 -0.915 | -| p4160_p | 0.440 0.010 0.028 0.159 -0.328 0.001 0.260 -0.410 -0.402 0.421 1.000 0.001 0.246 0.162 0.045 -0.258 0.327 0.097 -0.001 -0.369 -0.372 0.242 0.294 -0.427 | -| phi_s | 0.007 0.012 0.500 -0.009 -0.004 0.009 -0.057 -0.012 0.002 -0.006 0.001 1.000 -0.011 -0.004 -0.053 -0.013 -0.003 -0.002 -0.002 -0.003 -0.002 -0.016 -0.000 -0.005 | -| bplus_1 | 0.561 0.017 0.032 -0.030 -0.557 -0.008 0.199 -0.202 -0.406 0.548 0.246 -0.011 1.000 0.142 0.106 -0.242 0.435 0.161 0.002 -0.407 -0.514 0.189 0.419 -0.578 | -| p4040_p | 0.264 0.006 0.015 0.097 -0.147 -0.005 0.154 -0.176 -0.261 0.235 0.162 -0.004 0.142 1.000 0.032 0.097 0.166 0.068 -0.001 -0.213 -0.206 0.142 0.117 -0.240 | -| rho_p | 0.090 -0.066 -0.091 0.013 -0.092 0.050 0.192 -0.022 -0.077 0.101 0.045 -0.053 0.106 0.032 1.000 -0.027 0.080 0.021 0.037 -0.089 -0.100 0.125 0.075 -0.101 | -| p4160_s | -0.429 -0.008 -0.031 -0.067 0.414 -0.012 -0.196 0.126 0.389 -0.419 -0.258 -0.013 -0.242 0.097 -0.027 1.000 -0.306 0.083 0.000 0.342 0.420 -0.228 -0.347 0.449 | -| p3770_s | 0.633 0.016 0.045 0.000 -0.570 -0.004 0.363 -0.216 -0.534 0.673 0.327 -0.003 0.435 0.166 0.080 -0.306 1.000 0.118 -0.001 -0.627 -0.672 0.424 0.388 -0.706 | -| p4415_s | 0.148 0.004 0.011 -0.080 -0.170 0.001 0.032 0.005 -0.018 0.144 0.097 -0.002 0.161 0.068 0.021 0.083 0.118 1.000 -0.001 -0.206 -0.198 0.151 0.118 -0.175 | -| omega_s | -0.002 0.391 -0.046 0.000 0.003 -0.304 0.007 0.001 -0.004 -0.003 -0.001 -0.002 0.002 -0.001 0.037 0.000 -0.001 -0.001 1.000 -0.004 -0.001 -0.008 -0.001 0.000 | -| DDstar_p | -0.818 -0.021 -0.055 -0.011 0.841 0.012 -0.446 0.269 0.652 -0.839 -0.369 -0.003 -0.407 -0.213 -0.089 0.342 -0.627 -0.206 -0.004 1.000 0.880 -0.399 -0.656 0.885 | -| DDstar_s | -0.908 -0.022 -0.060 0.061 0.882 0.006 -0.501 0.357 0.710 -0.883 -0.372 -0.002 -0.514 -0.206 -0.100 0.420 -0.672 -0.198 -0.001 0.880 1.000 -0.500 -0.679 0.981 | -| bplus_0 | 0.543 0.015 0.033 -0.020 -0.540 0.035 0.177 -0.192 -0.382 0.532 0.242 -0.016 0.189 0.142 0.125 -0.228 0.424 0.151 -0.008 -0.399 -0.500 1.000 0.404 -0.559 | -| psi2s_p | 0.674 0.016 0.044 -0.039 -0.584 -0.000 0.333 -0.284 -0.429 0.674 0.294 -0.000 0.419 0.117 0.075 -0.347 0.388 0.118 -0.001 -0.656 -0.679 0.404 1.000 -0.704 | -| Dbar_s | -0.942 -0.022 -0.064 0.043 0.894 -0.002 -0.510 0.383 0.711 -0.915 -0.427 -0.005 -0.578 -0.240 -0.101 0.449 -0.706 -0.175 0.000 0.885 0.981 -0.559 -0.704 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28580403923340647}), (, {'error': 0.20066709747268963}), (, {'error': 0.15287191840111714}), (, {'error': 0.09877952953704394}), (, {'error': 0.3881610869458869}), (, {'error': 0.22939196784871108}), (, {'error': 0.041890797607013086}), (, {'error': 0.12682882323602013}), (, {'error': 0.1330896636954605}), (, {'error': 0.04809611891320431}), (, {'error': 0.08971656987770693}), (, {'error': 0.7726282128247473}), (, {'error': 0.00999266024216272}), (, {'error': 0.1546211348663995}), (, {'error': 0.33523786616001283}), (, {'error': 0.13025684440209295}), (, {'error': 0.23060425668027262}), (, {'error': 0.13532081777404636}), (, {'error': 0.7792832084432835}), (, {'error': 0.49402005445674346}), (, {'error': 0.3105333056009144}), (, {'error': 0.005068821913556176}), (, {'error': 0.034071000605703894}), (, {'error': 0.567147282044483})]) -Toy 5/25 -Time taken: 29 min, 36 s -Projected time left: 1 h, 58 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=794 (794 total) | -| EDM = 4.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297178.0829782868 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.76 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.42 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.04 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.26 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 1.02 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.58 | 0.23 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 4.629 | 0.027 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.10 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 13| p4040_p | -2.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.63 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.032 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.462 | 0.019 | | | -2 | 2 | | -| 22| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.001 0.002 0.054 0.365 0.051 -0.145 -0.192 -0.259 0.115 0.250 0.005 0.203 0.188 -0.010 -0.101 -0.221 -0.073 -0.015 0.339 0.045 0.039 -0.001 0.064 | -| omega_p | 0.001 1.000 -0.001 -0.000 0.000 0.013 -0.003 -0.000 -0.001 0.003 0.000 -0.004 -0.002 0.000 -0.001 -0.000 0.000 -0.000 -0.122 0.001 -0.000 0.003 0.000 -0.000 | -| phi_p | 0.002 -0.001 1.000 -0.002 0.006 0.079 -0.005 -0.001 -0.010 -0.019 0.001 0.597 -0.010 0.000 0.013 0.000 0.002 0.002 -0.075 0.009 0.001 0.029 -0.002 0.001 | -| p4415_p | 0.054 -0.000 -0.002 1.000 -0.136 0.007 0.170 -0.223 -0.046 -0.014 0.316 -0.022 -0.112 0.197 0.008 -0.213 0.001 -0.147 -0.017 0.037 0.050 0.022 -0.097 0.023 | -| Dbar_p | 0.365 0.000 0.006 -0.136 1.000 0.061 -0.121 -0.159 -0.388 0.164 -0.017 -0.005 0.224 -0.072 -0.004 -0.113 -0.079 0.009 -0.026 -0.147 0.012 0.031 -0.101 0.044 | -| rho_s | 0.051 0.013 0.079 0.007 0.061 1.000 0.059 0.021 0.028 0.011 0.006 0.060 -0.160 0.002 -0.042 0.037 0.029 0.032 -0.432 0.078 0.001 0.286 0.004 0.002 | -| bplus_2 | -0.145 -0.003 -0.005 0.170 -0.121 0.059 1.000 0.151 0.708 0.123 -0.122 -0.114 -0.353 -0.112 0.048 0.164 -0.125 -0.017 -0.096 -0.276 0.004 0.009 -0.002 0.003 | -| p4040_s | -0.192 -0.000 -0.001 -0.223 -0.159 0.021 0.151 1.000 0.358 -0.049 -0.551 -0.028 -0.052 -0.244 0.010 0.170 0.067 0.186 -0.025 -0.154 0.007 0.028 -0.038 -0.004 | -| Ctt | -0.259 -0.001 -0.010 -0.046 -0.388 0.028 0.708 0.358 1.000 0.222 -0.391 -0.053 -0.225 -0.325 0.018 0.296 -0.153 0.225 -0.043 -0.076 -0.009 0.008 0.197 -0.006 | -| jpsi_p | 0.115 0.003 -0.019 -0.014 0.164 0.011 0.123 -0.049 0.222 1.000 -0.001 0.015 0.116 -0.061 -0.021 -0.032 -0.006 -0.016 0.009 0.250 0.086 -0.062 -0.026 0.073 | -| p4160_p | 0.250 0.000 0.001 0.316 -0.017 0.006 -0.122 -0.551 -0.391 -0.001 1.000 0.006 0.048 0.352 -0.005 -0.207 0.034 -0.073 0.002 0.298 0.070 0.012 -0.135 0.044 | -| phi_s | 0.005 -0.004 0.597 -0.022 -0.005 0.060 -0.114 -0.028 -0.053 0.015 0.006 1.000 0.014 0.002 0.016 -0.033 -0.009 -0.011 -0.020 0.017 0.001 -0.004 -0.001 -0.000 | -| bplus_1 | 0.203 -0.002 -0.010 -0.112 0.224 -0.160 -0.353 -0.052 -0.225 0.116 0.048 0.014 1.000 0.026 0.029 -0.031 0.083 0.085 0.058 0.403 0.001 -0.798 0.020 0.003 | -| p4040_p | 0.188 0.000 0.000 0.197 -0.072 0.002 -0.112 -0.244 -0.325 -0.061 0.352 0.002 0.026 1.000 -0.002 0.232 -0.029 -0.034 0.001 0.200 0.044 0.013 -0.199 0.033 | -| rho_p | -0.010 -0.001 0.013 0.008 -0.004 -0.042 0.048 0.010 0.018 -0.021 -0.005 0.016 0.029 -0.002 1.000 0.010 -0.001 0.001 0.117 -0.015 -0.000 -0.045 -0.001 0.000 | -| p4160_s | -0.101 -0.000 0.000 -0.213 -0.113 0.037 0.164 0.170 0.296 -0.032 -0.207 -0.033 -0.031 0.232 0.010 1.000 0.003 0.310 -0.034 -0.082 0.010 0.046 -0.065 0.000 | -| p3770_s | -0.221 0.000 0.002 0.001 -0.079 0.029 -0.125 0.067 -0.153 -0.006 0.034 -0.009 0.083 -0.029 -0.001 0.003 1.000 -0.000 -0.016 0.214 0.038 0.045 -0.386 0.037 | -| p4415_s | -0.073 -0.000 0.002 -0.147 0.009 0.032 -0.017 0.186 0.225 -0.016 -0.073 -0.011 0.085 -0.034 0.001 0.310 -0.000 1.000 -0.018 -0.057 -0.001 0.025 0.009 -0.000 | -| omega_s | -0.015 -0.122 -0.075 -0.017 -0.026 -0.432 -0.096 -0.025 -0.043 0.009 0.002 -0.020 0.058 0.001 0.117 -0.034 -0.016 -0.018 1.000 -0.019 -0.000 -0.099 -0.002 -0.001 | -| DDstar_p | 0.339 0.001 0.009 0.037 -0.147 0.078 -0.276 -0.154 -0.076 0.250 0.298 0.017 0.403 0.200 -0.015 -0.082 0.214 -0.057 -0.019 1.000 0.050 0.009 0.021 -0.006 | -| DDstar_s | 0.045 -0.000 0.001 0.050 0.012 0.001 0.004 0.007 -0.009 0.086 0.070 0.001 0.001 0.044 -0.000 0.010 0.038 -0.001 -0.000 0.050 1.000 0.001 0.039 -0.003 | -| bplus_0 | 0.039 0.003 0.029 0.022 0.031 0.286 0.009 0.028 0.008 -0.062 0.012 -0.004 -0.798 0.013 -0.045 0.046 0.045 0.025 -0.099 0.009 0.001 1.000 -0.010 0.003 | -| psi2s_p | -0.001 0.000 -0.002 -0.097 -0.101 0.004 -0.002 -0.038 0.197 -0.026 -0.135 -0.001 0.020 -0.199 -0.001 -0.065 -0.386 0.009 -0.002 0.021 0.039 -0.010 1.000 0.037 | -| Dbar_s | 0.064 -0.000 0.001 0.023 0.044 0.002 0.003 -0.004 -0.006 0.073 0.044 -0.000 0.003 0.033 0.000 0.000 0.037 -0.000 -0.001 -0.006 -0.003 0.003 0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09752174235146671}), (, {'error': 0.10874172494989143}), (, {'error': 0.21313891503215388}), (, {'error': 0.15806430100872282}), (, {'error': 0.3757743137702163}), (, {'error': 0.359492931735343}), (, {'error': 0.08664542681082033}), (, {'error': 0.17167910017880306}), (, {'error': 0.234967350781073}), (, {'error': 0.026943715188163075}), (, {'error': 0.10145160538737796}), (, {'error': 0.9873617522103553}), (, {'error': 0.04182587214289901}), (, {'error': 0.19176141532714563}), (, {'error': 0.24890080949799787}), (, {'error': 0.16709060883113347}), (, {'error': 0.22819822195989214}), (, {'error': 0.18891812392423324}), (, {'error': 0.8680537562094033}), (, {'error': 0.3814056949265172}), (, {'error': 0.031543246546202275}), (, {'error': 0.019499177569082038}), (, {'error': 0.031950839263239494}), (, {'error': 0.027227473506940048})]) -Toy 6/25 -Time taken: 33 min, 33 s -Projected time left: 1 h, 46 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1327 (1327 total) | -| EDM = 0.000607 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297172.4643512497 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -6.283 | 0.017 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.78 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.10 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 2.22 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.32 | 0.08 | | | -2 | 2 | | -| 7 | p4040_s | 0.65 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.16 | 0.17 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.554 | 0.025 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.27 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 22.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.84 | 0.07 | | | -2 | 2 | | -| 13| p4040_p | -3.11 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 1.89 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.32 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -2.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 22| psi2s_p | 1.928 | 0.029 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.000 0.000 -0.002 -0.010 0.000 -0.001 0.001 0.008 -0.004 -0.004 0.000 0.002 -0.003 -0.000 0.000 -0.001 0.001 -0.000 0.000 -0.001 -0.001 0.005 -0.001 | -| omega_p | 0.000 1.000 -0.023 0.004 -0.001 -0.043 -0.020 -0.000 0.005 -0.002 0.002 0.002 -0.022 0.003 -0.020 0.002 -0.000 -0.001 0.290 -0.007 -0.001 0.025 0.001 0.000 | -| phi_p | 0.000 -0.023 1.000 -0.012 0.008 0.082 0.062 -0.000 -0.016 -0.009 -0.006 0.492 0.040 -0.011 -0.231 -0.012 0.000 -0.002 -0.115 0.001 0.002 -0.038 -0.005 0.001 | -| p4415_p | -0.002 0.004 -0.012 1.000 0.017 -0.030 -0.266 -0.210 -0.068 0.062 0.299 -0.025 0.095 0.035 0.050 -0.180 0.001 -0.113 0.015 -0.239 0.014 0.018 -0.047 0.011 | -| Dbar_p | -0.010 -0.001 0.008 0.017 1.000 0.043 0.122 -0.042 -0.273 0.393 0.154 -0.014 -0.063 -0.033 0.003 -0.085 0.004 -0.014 -0.022 -0.091 -0.006 -0.049 0.180 0.012 | -| rho_s | 0.000 -0.043 0.082 -0.030 0.043 1.000 0.108 0.019 0.004 0.016 -0.035 -0.076 0.355 -0.007 0.072 0.014 -0.000 0.030 -0.446 0.108 0.008 -0.414 -0.005 -0.001 | -| bplus_2 | -0.001 -0.020 0.062 -0.266 0.122 0.108 1.000 0.002 -0.610 0.109 -0.111 0.111 -0.009 -0.109 -0.257 -0.113 -0.001 0.076 -0.064 0.276 0.026 -0.200 -0.068 0.004 | -| p4040_s | 0.001 -0.000 -0.000 -0.210 -0.042 0.019 0.002 1.000 0.345 -0.006 -0.416 -0.013 -0.004 -0.165 0.012 -0.178 -0.003 0.055 -0.009 -0.061 -0.014 -0.030 0.170 -0.012 | -| Ctt | 0.008 0.005 -0.016 -0.068 -0.273 0.004 -0.610 0.345 1.000 -0.338 -0.306 -0.065 0.077 -0.051 0.103 0.228 0.001 0.210 -0.005 -0.038 -0.014 -0.013 0.193 0.015 | -| jpsi_p | -0.004 -0.002 -0.009 0.062 0.393 0.016 0.109 -0.006 -0.338 1.000 0.110 -0.036 0.054 0.018 0.006 -0.049 0.000 -0.037 -0.017 -0.295 0.032 -0.063 0.130 0.027 | -| p4160_p | -0.004 0.002 -0.006 0.299 0.154 -0.035 -0.111 -0.416 -0.306 0.110 1.000 -0.001 0.025 -0.113 0.015 -0.121 0.002 0.017 0.016 -0.126 0.036 0.047 -0.095 0.021 | -| phi_s | 0.000 0.002 0.492 -0.025 -0.014 -0.076 0.111 -0.013 -0.065 -0.036 -0.001 1.000 -0.119 -0.030 -0.121 -0.043 0.000 -0.021 0.010 -0.031 -0.000 0.137 -0.017 0.001 | -| bplus_1 | 0.002 -0.022 0.040 0.095 -0.063 0.355 -0.009 -0.004 0.077 0.054 0.025 -0.119 1.000 0.059 -0.079 0.028 -0.002 -0.036 -0.193 -0.163 -0.015 -0.931 -0.010 0.000 | -| p4040_p | -0.003 0.003 -0.011 0.035 -0.033 -0.007 -0.109 -0.165 -0.051 0.018 -0.113 -0.030 0.059 1.000 0.042 0.383 0.000 0.133 0.003 -0.190 0.012 -0.019 -0.169 0.015 | -| rho_p | -0.000 -0.020 -0.231 0.050 0.003 0.072 -0.257 0.012 0.103 0.006 0.015 -0.121 -0.079 0.042 1.000 0.056 -0.000 0.015 0.267 -0.006 -0.003 0.074 0.023 -0.002 | -| p4160_s | 0.000 0.002 -0.012 -0.180 -0.085 0.014 -0.113 -0.178 0.228 -0.049 -0.121 -0.043 0.028 0.383 0.056 1.000 -0.001 0.284 -0.006 -0.115 -0.004 -0.040 -0.041 -0.000 | -| p3770_s | -0.001 -0.000 0.000 0.001 0.004 -0.000 -0.001 -0.003 0.001 0.000 0.002 0.000 -0.002 0.000 -0.000 -0.001 1.000 -0.001 0.000 0.002 0.000 0.001 0.006 -0.000 | -| p4415_s | 0.001 -0.001 -0.002 -0.113 -0.014 0.030 0.076 0.055 0.210 -0.037 0.017 -0.021 -0.036 0.133 0.015 0.284 -0.001 1.000 -0.015 -0.020 -0.005 -0.044 0.033 -0.004 | -| omega_s | -0.000 0.290 -0.115 0.015 -0.022 -0.446 -0.064 -0.009 -0.005 -0.017 0.016 0.010 -0.193 0.003 0.267 -0.006 0.000 -0.015 1.000 -0.053 -0.004 0.218 0.000 0.000 | -| DDstar_p | 0.000 -0.007 0.001 -0.239 -0.091 0.108 0.276 -0.061 -0.038 -0.295 -0.126 -0.031 -0.163 -0.190 -0.006 -0.115 0.002 -0.020 -0.053 1.000 0.043 -0.115 -0.185 0.014 | -| DDstar_s | -0.001 -0.001 0.002 0.014 -0.006 0.008 0.026 -0.014 -0.014 0.032 0.036 -0.000 -0.015 0.012 -0.003 -0.004 0.000 -0.005 -0.004 0.043 1.000 -0.007 0.022 -0.000 | -| bplus_0 | -0.001 0.025 -0.038 0.018 -0.049 -0.414 -0.200 -0.030 -0.013 -0.063 0.047 0.137 -0.931 -0.019 0.074 -0.040 0.001 -0.044 0.218 -0.115 -0.007 1.000 0.010 0.001 | -| psi2s_p | 0.005 0.001 -0.005 -0.047 0.180 -0.005 -0.068 0.170 0.193 0.130 -0.095 -0.017 -0.010 -0.169 0.023 -0.041 0.006 0.033 0.000 -0.185 0.022 0.010 1.000 0.030 | -| Dbar_s | -0.001 0.000 0.001 0.011 0.012 -0.001 0.004 -0.012 0.015 0.027 0.021 0.001 0.000 0.015 -0.002 -0.000 -0.000 -0.004 0.000 0.014 -0.000 0.001 0.030 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017134167923725574}), (, {'error': 0.27965093271298835}), (, {'error': 0.14526415451070074}), (, {'error': 0.16862866993373604}), (, {'error': 0.29626770807253155}), (, {'error': 0.3501698124271332}), (, {'error': 0.08328751211803587}), (, {'error': 0.1753409526731812}), (, {'error': 0.16505724338457228}), (, {'error': 0.024767828832092942}), (, {'error': 0.11005128362007532}), (, {'error': 0.977266555773614}), (, {'error': 0.06518982925540184}), (, {'error': 0.26426518455751347}), (, {'error': 0.4340014242131014}), (, {'error': 0.1748350537109895}), (, {'error': 0.010058547407500229}), (, {'error': 0.1898433242156652}), (, {'error': 1.0152265811115768}), (, {'error': 0.3379576818576795}), (, {'error': 0.026194690057983694}), (, {'error': 0.034920919942804884}), (, {'error': 0.02871216238826335}), (, {'error': 0.015271226759816792})]) -Toy 7/25 -Time taken: 38 min, 42 s -Projected time left: 1 h, 39 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1539 (1539 total) | -| EDM = 3.11E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297399.33159297914 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.78 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.22 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6.02 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.10 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.15 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 0.78 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.61 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.632 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.80 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 13| p4040_p | 4.36 | 0.24 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -5.88 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.42 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.48 | 0.22 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 22| psi2s_p | 1.877 | 0.032 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.003 -0.006 0.023 0.282 -0.012 0.060 -0.130 -0.215 -0.020 0.151 0.001 -0.115 0.151 -0.008 -0.044 -0.252 -0.065 -0.002 0.121 0.043 0.049 -0.004 0.056 | -| omega_p | -0.003 1.000 0.005 0.006 -0.004 -0.004 -0.026 0.004 0.008 -0.013 0.001 0.026 -0.037 0.000 0.106 0.005 0.001 -0.001 0.356 -0.013 -0.001 0.043 -0.001 0.000 | -| phi_p | -0.006 0.005 1.000 0.002 0.005 0.081 -0.017 0.006 0.001 -0.033 -0.005 0.668 0.026 -0.003 0.066 0.006 -0.000 0.003 -0.017 0.001 0.001 -0.033 -0.003 0.001 | -| p4415_p | 0.023 0.006 0.002 1.000 -0.105 0.016 -0.248 -0.112 -0.002 0.025 0.330 -0.015 0.135 0.201 0.053 -0.090 0.005 -0.152 0.014 -0.204 0.020 -0.008 -0.043 0.012 | -| Dbar_p | 0.282 -0.004 0.005 -0.105 1.000 0.041 0.048 -0.144 -0.372 0.152 -0.032 -0.017 -0.079 -0.088 -0.024 -0.086 -0.117 0.043 -0.026 -0.237 -0.006 -0.050 -0.086 0.039 | -| rho_s | -0.012 -0.004 0.081 0.016 0.041 1.000 -0.136 0.039 0.052 -0.079 -0.027 0.066 0.157 -0.014 0.171 0.048 0.011 0.025 -0.046 0.046 0.003 -0.200 -0.003 0.002 | -| bplus_2 | 0.060 -0.026 -0.017 -0.248 0.048 -0.136 1.000 -0.147 -0.657 -0.220 -0.003 0.073 -0.177 0.025 -0.221 -0.177 0.042 0.065 -0.042 0.274 0.023 -0.050 -0.067 0.006 | -| p4040_s | -0.130 0.004 0.006 -0.112 -0.144 0.039 -0.147 1.000 0.296 0.000 -0.461 -0.023 0.079 -0.151 0.032 0.118 0.097 0.196 -0.003 -0.187 -0.008 -0.049 -0.039 -0.007 | -| Ctt | -0.215 0.008 0.001 -0.002 -0.372 0.052 -0.657 0.296 1.000 0.259 -0.351 -0.037 0.086 -0.287 0.084 0.238 -0.103 0.199 0.010 -0.001 -0.010 0.033 0.238 -0.012 | -| jpsi_p | -0.020 -0.013 -0.033 0.025 0.152 -0.079 -0.220 0.000 0.259 1.000 -0.050 0.005 -0.019 -0.085 -0.035 -0.001 -0.078 -0.007 -0.003 -0.183 0.057 0.119 0.003 0.063 | -| p4160_p | 0.151 0.001 -0.005 0.330 -0.032 -0.027 -0.003 -0.461 -0.351 -0.050 1.000 0.007 0.050 0.292 0.013 -0.098 -0.022 -0.117 0.014 -0.030 0.052 0.028 -0.111 0.035 | -| phi_s | 0.001 0.026 0.668 -0.015 -0.017 0.066 0.073 -0.023 -0.037 0.005 0.007 1.000 -0.083 0.003 0.126 -0.027 -0.012 -0.011 0.060 -0.012 -0.000 0.090 -0.005 -0.001 | -| bplus_1 | -0.115 -0.037 0.026 0.135 -0.079 0.157 -0.177 0.079 0.086 -0.019 0.050 -0.083 1.000 0.036 -0.309 0.036 -0.019 -0.062 -0.203 -0.198 -0.021 -0.916 0.052 -0.009 | -| p4040_p | 0.151 0.000 -0.003 0.201 -0.088 -0.014 0.025 -0.151 -0.287 -0.085 0.292 0.003 0.036 1.000 0.006 0.300 -0.066 -0.050 0.007 0.030 0.028 0.006 -0.169 0.020 | -| rho_p | -0.008 0.106 0.066 0.053 -0.024 0.171 -0.221 0.032 0.084 -0.035 0.013 0.126 -0.309 0.006 1.000 0.041 0.017 -0.011 0.568 -0.094 -0.007 0.361 0.005 -0.001 | -| p4160_s | -0.044 0.005 0.006 -0.090 -0.086 0.048 -0.177 0.118 0.238 -0.001 -0.098 -0.027 0.036 0.300 0.041 1.000 0.025 0.323 -0.002 -0.087 0.000 -0.032 -0.055 -0.003 | -| p3770_s | -0.252 0.001 -0.000 0.005 -0.117 0.011 0.042 0.097 -0.103 -0.078 -0.022 -0.012 -0.019 -0.066 0.017 0.025 1.000 0.014 0.001 0.056 0.037 -0.003 -0.434 0.033 | -| p4415_s | -0.065 -0.001 0.003 -0.152 0.043 0.025 0.065 0.196 0.199 -0.007 -0.117 -0.011 -0.062 -0.050 -0.011 0.323 0.014 1.000 -0.014 -0.026 -0.004 -0.029 0.025 -0.000 | -| omega_s | -0.002 0.356 -0.017 0.014 -0.026 -0.046 -0.042 -0.003 0.010 -0.003 0.014 0.060 -0.203 0.007 0.568 -0.002 0.001 -0.014 1.000 -0.055 -0.004 0.236 0.000 -0.001 | -| DDstar_p | 0.121 -0.013 0.001 -0.204 -0.237 0.046 0.274 -0.187 -0.001 -0.183 -0.030 -0.012 -0.198 0.030 -0.094 -0.087 0.056 -0.026 -0.055 1.000 0.057 -0.084 -0.150 0.005 | -| DDstar_s | 0.043 -0.001 0.001 0.020 -0.006 0.003 0.023 -0.008 -0.010 0.057 0.052 -0.000 -0.021 0.028 -0.007 0.000 0.037 -0.004 -0.004 0.057 1.000 -0.004 0.020 -0.002 | -| bplus_0 | 0.049 0.043 -0.033 -0.008 -0.050 -0.200 -0.050 -0.049 0.033 0.119 0.028 0.090 -0.916 0.006 0.361 -0.032 -0.003 -0.029 0.236 -0.084 -0.004 1.000 -0.005 -0.001 | -| psi2s_p | -0.004 -0.001 -0.003 -0.043 -0.086 -0.003 -0.067 -0.039 0.238 0.003 -0.111 -0.005 0.052 -0.169 0.005 -0.055 -0.434 0.025 0.000 -0.150 0.020 -0.005 1.000 0.029 | -| Dbar_s | 0.056 0.000 0.001 0.012 0.039 0.002 0.006 -0.007 -0.012 0.063 0.035 -0.001 -0.009 0.020 -0.001 -0.003 0.033 -0.000 -0.001 0.005 -0.002 -0.001 0.029 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09397210894356967}), (, {'error': 0.23651119184567815}), (, {'error': 0.23639172533440078}), (, {'error': 0.15386644839799235}), (, {'error': 0.3583352748786983}), (, {'error': 0.3665038642058399}), (, {'error': 0.08631086281248646}), (, {'error': 0.17253373030607255}), (, {'error': 0.20924014461139934}), (, {'error': 0.02421047707077495}), (, {'error': 0.09485151921336454}), (, {'error': 1.1259382774689186}), (, {'error': 0.06213188198408748}), (, {'error': 0.24061045047967689}), (, {'error': 0.22185231936606176}), (, {'error': 0.16693836308926047}), (, {'error': 0.22403844005000906}), (, {'error': 0.1927360190654397}), (, {'error': 1.0188501649162198}), (, {'error': 0.3692737572185232}), (, {'error': 0.030676984396678264}), (, {'error': 0.032196569469627345}), (, {'error': 0.03152888372951512}), (, {'error': 0.024321928843309998})]) -Toy 8/25 -Time taken: 44 min, 32 s -Projected time left: 1 h, 34 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1362 (1362 total) | -| EDM = 2.97E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297173.9737401582 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.93 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.90 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.23 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 3.5 | 1.7 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.22 | 0.07 | | | -2 | 2 | | -| 7 | p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.05 | 0.25 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -4.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.24 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 20.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.84 | 0.04 | | | -2 | 2 | | -| 13| p4040_p | 3.73 | 0.22 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.49 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.51 | 0.29 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 8.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -3.2 | 1.7 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.419 | 0.019 | | | -2 | 2 | | -| 22| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.27 | 0.08 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.001 0.004 0.010 -0.485 -0.030 0.088 -0.236 0.247 0.199 0.188 0.016 0.017 0.342 -0.002 -0.137 0.185 -0.113 0.010 0.330 0.208 0.035 0.294 0.015 | -| omega_p | -0.001 1.000 -0.079 0.005 -0.001 0.182 -0.029 0.006 0.009 -0.007 0.000 -0.004 0.010 0.002 0.021 0.008 0.003 0.003 0.791 -0.002 0.000 -0.014 0.001 -0.003 | -| phi_p | 0.004 -0.079 1.000 0.013 0.010 0.007 0.018 0.000 -0.012 0.009 0.020 0.457 -0.014 0.009 -0.087 -0.001 0.001 -0.005 -0.085 -0.018 -0.009 0.022 0.005 -0.004 | -| p4415_p | 0.010 0.005 0.013 1.000 0.401 -0.003 -0.159 0.018 -0.398 0.397 0.608 -0.010 0.044 0.302 0.009 0.017 -0.034 -0.123 -0.002 -0.556 -0.255 0.015 0.018 -0.163 | -| Dbar_p | -0.485 -0.001 0.010 0.401 1.000 0.026 -0.186 0.395 -0.717 0.079 0.259 -0.012 -0.100 -0.141 0.000 0.316 -0.511 0.088 -0.014 -0.927 -0.399 0.020 -0.305 -0.446 | -| rho_s | -0.030 0.182 0.007 -0.003 0.026 1.000 -0.011 0.038 -0.005 0.000 -0.025 -0.073 0.209 -0.022 0.061 0.034 -0.018 0.036 -0.123 -0.015 0.026 -0.262 -0.009 -0.051 | -| bplus_2 | 0.088 -0.029 0.018 -0.159 -0.186 -0.011 1.000 -0.082 -0.305 0.214 0.009 0.130 -0.147 0.073 -0.084 -0.111 0.172 0.080 0.021 0.127 0.142 -0.069 0.069 -0.004 | -| p4040_s | -0.236 0.006 0.000 0.018 0.395 0.038 -0.082 1.000 -0.095 0.048 -0.171 -0.034 -0.056 -0.183 0.009 0.190 -0.085 0.186 -0.014 -0.386 -0.212 -0.051 -0.092 -0.101 | -| Ctt | 0.247 0.009 -0.012 -0.398 -0.717 -0.005 -0.305 -0.095 1.000 -0.330 -0.456 -0.036 0.122 -0.124 0.022 -0.082 0.256 0.098 -0.001 0.723 0.297 -0.010 0.314 0.476 | -| jpsi_p | 0.199 -0.007 0.009 0.397 0.079 0.000 0.214 0.048 -0.330 1.000 0.599 -0.005 0.028 0.416 -0.007 0.049 0.294 -0.094 -0.008 -0.362 -0.153 -0.054 0.295 -0.150 | -| p4160_p | 0.188 0.000 0.020 0.608 0.259 -0.025 0.009 -0.171 -0.456 0.599 1.000 0.020 0.030 0.464 -0.002 0.031 0.108 -0.084 0.008 -0.512 -0.182 0.044 0.138 -0.190 | -| phi_s | 0.016 -0.004 0.457 -0.010 -0.012 -0.073 0.130 -0.034 -0.036 -0.005 0.020 1.000 -0.099 0.009 -0.035 -0.042 -0.000 -0.021 0.020 -0.001 -0.009 0.119 0.005 0.022 | -| bplus_1 | 0.017 0.010 -0.014 0.044 -0.100 0.209 -0.147 -0.056 0.122 0.028 0.030 -0.099 1.000 0.058 -0.036 -0.050 0.046 -0.097 -0.057 0.076 -0.056 -0.911 0.036 0.140 | -| p4040_p | 0.342 0.002 0.009 0.302 -0.141 -0.022 0.073 -0.183 -0.124 0.416 0.464 0.009 0.058 1.000 0.002 0.246 0.217 -0.046 0.008 -0.079 -0.007 0.009 0.126 0.040 | -| rho_p | -0.002 0.021 -0.087 0.009 0.000 0.061 -0.084 0.009 0.022 -0.007 -0.002 -0.035 -0.036 0.002 1.000 0.014 0.004 -0.000 0.070 0.002 -0.004 0.038 -0.001 0.002 | -| p4160_s | -0.137 0.008 -0.001 0.017 0.316 0.034 -0.111 0.190 -0.082 0.049 0.031 -0.042 -0.050 0.246 0.014 1.000 -0.103 0.312 -0.014 -0.327 -0.166 -0.047 -0.094 -0.085 | -| p3770_s | 0.185 0.003 0.001 -0.034 -0.511 -0.018 0.172 -0.085 0.256 0.294 0.108 -0.000 0.046 0.217 0.004 -0.103 1.000 -0.054 0.007 0.328 0.168 -0.020 0.068 0.224 | -| p4415_s | -0.113 0.003 -0.005 -0.123 0.088 0.036 0.080 0.186 0.098 -0.094 -0.084 -0.021 -0.097 -0.046 -0.000 0.312 -0.054 1.000 -0.011 -0.046 -0.040 -0.057 -0.034 -0.030 | -| omega_s | 0.010 0.791 -0.085 -0.002 -0.014 -0.123 0.021 -0.014 -0.001 -0.008 0.008 0.020 -0.057 0.008 0.070 -0.014 0.007 -0.011 1.000 0.007 -0.005 0.068 0.004 0.017 | -| DDstar_p | 0.330 -0.002 -0.018 -0.556 -0.927 -0.015 0.127 -0.386 0.723 -0.362 -0.512 -0.001 0.076 -0.079 0.002 -0.327 0.328 -0.046 0.007 1.000 0.425 -0.026 0.127 0.433 | -| DDstar_s | 0.208 0.000 -0.009 -0.255 -0.399 0.026 0.142 -0.212 0.297 -0.153 -0.182 -0.009 -0.056 -0.007 -0.004 -0.166 0.168 -0.040 -0.005 0.425 1.000 -0.056 0.049 0.221 | -| bplus_0 | 0.035 -0.014 0.022 0.015 0.020 -0.262 -0.069 -0.051 -0.010 -0.054 0.044 0.119 -0.911 0.009 0.038 -0.047 -0.020 -0.057 0.068 -0.026 -0.056 1.000 -0.007 0.051 | -| psi2s_p | 0.294 0.001 0.005 0.018 -0.305 -0.009 0.069 -0.092 0.314 0.295 0.138 0.005 0.036 0.126 -0.001 -0.094 0.068 -0.034 0.004 0.127 0.049 -0.007 1.000 0.122 | -| Dbar_s | 0.015 -0.003 -0.004 -0.163 -0.446 -0.051 -0.004 -0.101 0.476 -0.150 -0.190 0.022 0.140 0.040 0.002 -0.085 0.224 -0.030 0.017 0.433 0.221 0.051 0.122 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13740569158672278}), (, {'error': 0.3730074810589876}), (, {'error': 0.13654224443847385}), (, {'error': 0.2533821849516138}), (, {'error': 1.723300703568555}), (, {'error': 0.3471775717261613}), (, {'error': 0.07463885707945517}), (, {'error': 0.18193621624232076}), (, {'error': 0.25452383800628364}), (, {'error': 0.03634665152703809}), (, {'error': 0.13899143976835493}), (, {'error': 0.9831558122454211}), (, {'error': 0.03870370646037369}), (, {'error': 0.21667562470585988}), (, {'error': 0.20877505442357736}), (, {'error': 0.17378143658247813}), (, {'error': 0.2930534555847}), (, {'error': 0.19067795097232282}), (, {'error': 1.3333573270389207}), (, {'error': 1.67589797859122}), (, {'error': 0.11546489442659136}), (, {'error': 0.018997108736718116}), (, {'error': 0.03658037472298581}), (, {'error': 0.0794181956862022})]) -Toy 9/25 -Time taken: 49 min, 55 s -Projected time left: 1 h, 28 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1329 (1329 total) | -| EDM = 1.33E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297328.9355127433 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.99 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6.13 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.23 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 0.83 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.57 | 0.20 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.662 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.34 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 13| p4040_p | -2.29 | 0.22 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.18 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 22| psi2s_p | 1.876 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.003 -0.004 0.023 0.291 0.006 0.078 -0.165 -0.226 0.022 0.167 -0.000 -0.110 0.138 -0.009 -0.055 -0.219 -0.063 -0.001 0.180 0.044 0.021 0.001 0.048 | -| omega_p | 0.003 1.000 0.033 -0.005 0.031 0.631 0.010 0.012 0.006 -0.031 -0.012 0.005 0.184 -0.004 -0.076 0.015 0.006 0.019 -0.477 0.061 0.004 -0.221 -0.001 0.001 | -| phi_p | -0.004 0.033 1.000 -0.003 0.002 0.027 0.008 0.000 -0.007 -0.025 -0.003 0.716 0.017 -0.002 0.054 -0.001 -0.002 0.001 0.013 0.002 0.001 -0.022 -0.004 0.001 | -| p4415_p | 0.023 -0.005 -0.003 1.000 -0.090 -0.011 -0.234 -0.172 0.003 -0.006 0.298 -0.020 0.108 0.159 0.028 -0.105 -0.012 -0.149 0.007 -0.163 0.029 -0.002 -0.071 0.016 | -| Dbar_p | 0.291 0.031 0.002 -0.090 1.000 0.047 0.045 -0.073 -0.340 0.208 -0.026 -0.017 -0.054 -0.106 0.005 -0.075 -0.075 0.053 -0.002 -0.203 -0.006 -0.066 -0.043 0.034 | -| rho_s | 0.006 0.631 0.027 -0.011 0.047 1.000 0.031 0.015 -0.004 -0.044 -0.018 0.007 0.274 -0.006 0.118 0.019 0.010 0.029 -0.115 0.101 0.006 -0.338 -0.001 0.001 | -| bplus_2 | 0.078 0.010 0.008 -0.234 0.045 0.031 1.000 -0.116 -0.648 -0.203 -0.011 0.081 -0.116 -0.004 -0.141 -0.147 0.068 0.097 -0.028 0.304 0.020 -0.126 -0.057 0.004 | -| p4040_s | -0.165 0.012 0.000 -0.172 -0.073 0.015 -0.116 1.000 0.343 0.005 -0.521 -0.021 0.052 -0.202 0.022 0.030 0.098 0.187 0.003 -0.176 -0.008 -0.040 0.018 -0.006 | -| Ctt | -0.226 0.006 -0.007 0.003 -0.340 -0.004 -0.648 0.343 1.000 0.247 -0.332 -0.040 0.085 -0.233 0.051 0.238 -0.128 0.190 0.008 -0.030 -0.011 0.030 0.241 -0.004 | -| jpsi_p | 0.022 -0.031 -0.025 -0.006 0.208 -0.044 -0.203 0.005 0.247 1.000 -0.053 0.005 -0.064 -0.098 -0.040 -0.015 -0.069 -0.007 0.006 -0.062 0.074 0.113 -0.009 0.065 | -| p4160_p | 0.167 -0.012 -0.003 0.298 -0.026 -0.018 -0.011 -0.521 -0.332 -0.053 1.000 0.001 0.026 0.180 -0.001 -0.113 -0.024 -0.092 0.003 0.044 0.059 0.021 -0.143 0.035 | -| phi_s | -0.000 0.005 0.716 -0.020 -0.017 0.007 0.081 -0.021 -0.040 0.005 0.001 1.000 -0.056 -0.005 0.071 -0.028 -0.014 -0.008 -0.002 -0.009 -0.000 0.061 -0.006 -0.000 | -| bplus_1 | -0.110 0.184 0.017 0.108 -0.054 0.274 -0.116 0.052 0.085 -0.064 0.026 -0.056 1.000 0.042 -0.067 0.039 -0.028 -0.055 -0.030 -0.177 -0.016 -0.912 0.032 -0.005 | -| p4040_p | 0.138 -0.004 -0.002 0.159 -0.106 -0.006 -0.004 -0.202 -0.233 -0.098 0.180 -0.005 0.042 1.000 0.005 0.328 -0.049 -0.001 0.003 0.010 0.035 -0.007 -0.212 0.024 | -| rho_p | -0.009 -0.076 0.054 0.028 0.005 0.118 -0.141 0.022 0.051 -0.040 -0.001 0.071 -0.067 0.005 1.000 0.030 0.009 0.001 0.002 -0.024 -0.002 0.074 0.001 0.000 | -| p4160_s | -0.055 0.015 -0.001 -0.105 -0.075 0.019 -0.147 0.030 0.238 -0.015 -0.113 -0.028 0.039 0.328 0.030 1.000 0.015 0.319 0.005 -0.095 0.002 -0.038 -0.056 -0.001 | -| p3770_s | -0.219 0.006 -0.002 -0.012 -0.075 0.010 0.068 0.098 -0.128 -0.069 -0.024 -0.014 -0.028 -0.049 0.009 0.015 1.000 0.016 0.003 0.102 0.043 -0.020 -0.458 0.037 | -| p4415_s | -0.063 0.019 0.001 -0.149 0.053 0.029 0.097 0.187 0.190 -0.007 -0.092 -0.008 -0.055 -0.001 0.001 0.319 0.016 1.000 -0.002 -0.012 -0.004 -0.042 0.034 -0.001 | -| omega_s | -0.001 -0.477 0.013 0.007 -0.002 -0.115 -0.028 0.003 0.008 0.006 0.003 -0.002 -0.030 0.003 0.002 0.005 0.003 -0.002 1.000 -0.011 -0.001 0.036 0.002 -0.000 | -| DDstar_p | 0.180 0.061 0.002 -0.163 -0.203 0.101 0.304 -0.176 -0.030 -0.062 0.044 -0.009 -0.177 0.010 -0.024 -0.095 0.102 -0.012 -0.011 1.000 0.067 -0.134 -0.112 0.006 | -| DDstar_s | 0.044 0.004 0.001 0.029 -0.006 0.006 0.020 -0.008 -0.011 0.074 0.059 -0.000 -0.016 0.035 -0.002 0.002 0.043 -0.004 -0.001 0.067 1.000 -0.006 0.028 -0.002 | -| bplus_0 | 0.021 -0.221 -0.022 -0.002 -0.066 -0.338 -0.126 -0.040 0.030 0.113 0.021 0.061 -0.912 -0.007 0.074 -0.038 -0.020 -0.042 0.036 -0.134 -0.006 1.000 -0.006 -0.001 | -| psi2s_p | 0.001 -0.001 -0.004 -0.071 -0.043 -0.001 -0.057 0.018 0.241 -0.009 -0.143 -0.006 0.032 -0.212 0.001 -0.056 -0.458 0.034 0.002 -0.112 0.028 -0.006 1.000 0.034 | -| Dbar_s | 0.048 0.001 0.001 0.016 0.034 0.001 0.004 -0.006 -0.004 0.065 0.035 -0.000 -0.005 0.024 0.000 -0.001 0.037 -0.001 -0.000 0.006 -0.002 -0.001 0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10299669921307575}), (, {'error': 0.2525741150153311}), (, {'error': 0.2655846658586487}), (, {'error': 0.1584132528790767}), (, {'error': 0.3408560536451488}), (, {'error': 0.3734935340542025}), (, {'error': 0.08994991450460299}), (, {'error': 0.17629306128260425}), (, {'error': 0.1997485214557092}), (, {'error': 0.02406402158340093}), (, {'error': 0.1042766106221027}), (, {'error': 1.1954871007735868}), (, {'error': 0.06721382243386653}), (, {'error': 0.21993368774497135}), (, {'error': 0.31329994862055255}), (, {'error': 0.1698474975086709}), (, {'error': 0.22676420360535543}), (, {'error': 0.19451202804263068}), (, {'error': 3.6061822929035445}), (, {'error': 0.38268568498440647}), (, {'error': 0.03319803835966825}), (, {'error': 0.03610371395867917}), (, {'error': 0.031219228182921555}), (, {'error': 0.024713728503216015})]) -Toy 10/25 -Time taken: 55 min, 17 s -Projected time left: 1 h, 22 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1348 (1348 total) | -| EDM = 4.52E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297235.3371584105 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.53 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.11 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.89 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 7 | p4040_s | 0.46 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.73 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 4.703 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.88 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 13| p4040_p | -2.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 5.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 1.86 | 0.16 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.31 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 0.126 | 0.022 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.412 | 0.030 | | | -2 | 2 | | -| 22| psi2s_p | 1.880 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.003 -0.005 0.003 0.217 0.002 0.113 -0.176 -0.220 -0.009 0.184 0.005 -0.138 0.142 -0.015 -0.024 -0.227 0.003 -0.003 0.236 0.043 0.049 -0.023 0.055 | -| omega_p | -0.003 1.000 0.012 -0.000 -0.002 -0.089 -0.033 0.005 0.011 -0.015 -0.003 0.026 -0.039 -0.000 -0.032 0.006 0.001 0.000 0.460 -0.009 0.000 0.043 -0.001 0.000 | -| phi_p | -0.005 0.012 1.000 -0.000 0.007 0.040 -0.020 0.007 0.003 -0.029 -0.005 0.534 0.030 -0.000 0.073 0.007 0.002 0.000 -0.022 0.006 0.001 -0.039 -0.001 0.001 | -| p4415_p | 0.003 -0.000 -0.000 1.000 0.005 -0.001 0.004 -0.002 -0.009 0.002 -0.006 0.001 -0.003 -0.006 -0.001 -0.011 -0.000 -0.013 0.000 0.007 -0.001 0.002 0.001 -0.000 | -| Dbar_p | 0.217 -0.002 0.007 0.005 1.000 0.061 0.047 -0.104 -0.366 0.037 -0.076 -0.027 -0.076 -0.161 0.014 -0.131 -0.163 -0.005 -0.030 -0.207 0.011 -0.051 -0.166 0.039 | -| rho_s | 0.002 -0.089 0.040 -0.001 0.061 1.000 0.067 0.015 -0.024 -0.008 -0.010 -0.054 0.407 -0.003 -0.030 0.007 0.006 -0.001 -0.475 0.097 0.002 -0.476 0.009 0.002 | -| bplus_2 | 0.113 -0.033 -0.020 0.004 0.047 0.067 1.000 -0.184 -0.699 -0.157 0.107 0.091 -0.109 0.038 -0.237 -0.207 0.078 -0.009 -0.044 0.262 0.009 -0.103 -0.061 0.002 | -| p4040_s | -0.176 0.005 0.007 -0.002 -0.104 0.015 -0.184 1.000 0.369 0.002 -0.512 -0.031 0.073 -0.246 0.046 -0.104 0.095 -0.010 -0.007 -0.182 -0.003 -0.044 0.025 -0.009 | -| Ctt | -0.220 0.011 0.003 -0.009 -0.366 -0.024 -0.699 0.369 1.000 0.287 -0.355 -0.046 0.091 -0.231 0.092 0.183 -0.107 -0.003 0.010 -0.021 -0.011 0.046 0.273 -0.012 | -| jpsi_p | -0.009 -0.015 -0.029 0.002 0.037 -0.008 -0.157 0.002 0.287 1.000 -0.047 0.017 -0.064 -0.081 -0.069 -0.018 -0.049 0.000 -0.011 0.099 0.084 0.096 -0.023 0.064 | -| p4160_p | 0.184 -0.003 -0.005 -0.006 -0.076 -0.010 0.107 -0.512 -0.355 -0.047 1.000 0.014 -0.004 0.173 -0.023 -0.049 0.008 0.013 0.004 0.176 0.055 0.010 -0.121 0.028 | -| phi_s | 0.005 0.026 0.534 0.001 -0.027 -0.054 0.091 -0.031 -0.046 0.017 0.014 1.000 -0.106 -0.000 0.081 -0.034 -0.012 -0.001 0.062 -0.014 0.000 0.117 -0.008 -0.001 | -| bplus_1 | -0.138 -0.039 0.030 -0.003 -0.076 0.407 -0.109 0.073 0.091 -0.064 -0.004 -0.106 1.000 0.043 -0.138 0.064 -0.033 0.004 -0.224 -0.214 -0.013 -0.929 0.043 -0.007 | -| p4040_p | 0.142 -0.000 -0.000 -0.006 -0.161 -0.003 0.038 -0.246 -0.231 -0.081 0.173 -0.000 0.043 1.000 -0.002 0.391 -0.025 0.006 0.001 0.076 0.026 -0.020 -0.190 0.012 | -| rho_p | -0.015 -0.032 0.073 -0.001 0.014 -0.030 -0.237 0.046 0.092 -0.069 -0.023 0.081 -0.138 -0.002 1.000 0.057 0.014 0.002 0.268 -0.025 -0.001 0.145 0.003 0.002 | -| p4160_s | -0.024 0.006 0.007 -0.011 -0.131 0.007 -0.207 -0.104 0.183 -0.018 -0.049 -0.034 0.064 0.391 0.057 1.000 0.012 -0.009 -0.003 -0.069 0.008 -0.032 -0.078 -0.003 | -| p3770_s | -0.227 0.001 0.002 -0.000 -0.163 0.006 0.078 0.095 -0.107 -0.049 0.008 -0.012 -0.033 -0.025 0.014 0.012 1.000 0.000 -0.003 0.156 0.038 -0.010 -0.420 0.028 | -| p4415_s | 0.003 0.000 0.000 -0.013 -0.005 -0.001 -0.009 -0.010 -0.003 0.000 0.013 -0.001 0.004 0.006 0.002 -0.009 0.000 1.000 0.000 -0.000 0.001 -0.000 -0.003 0.000 | -| omega_s | -0.003 0.460 -0.022 0.000 -0.030 -0.475 -0.044 -0.007 0.010 -0.011 0.004 0.062 -0.224 0.001 0.268 -0.003 -0.003 0.000 1.000 -0.049 -0.001 0.255 -0.006 -0.001 | -| DDstar_p | 0.236 -0.009 0.006 0.007 -0.207 0.097 0.262 -0.182 -0.021 0.099 0.176 -0.014 -0.214 0.076 -0.025 -0.069 0.156 -0.000 -0.049 1.000 0.053 -0.047 -0.032 -0.007 | -| DDstar_s | 0.043 0.000 0.001 -0.001 0.011 0.002 0.009 -0.003 -0.011 0.084 0.055 0.000 -0.013 0.026 -0.001 0.008 0.038 0.001 -0.001 0.053 1.000 0.003 0.034 -0.002 | -| bplus_0 | 0.049 0.043 -0.039 0.002 -0.051 -0.476 -0.103 -0.044 0.046 0.096 0.010 0.117 -0.929 -0.020 0.145 -0.032 -0.010 -0.000 0.255 -0.047 0.003 1.000 -0.021 -0.000 | -| psi2s_p | -0.023 -0.001 -0.001 0.001 -0.166 0.009 -0.061 0.025 0.273 -0.023 -0.121 -0.008 0.043 -0.190 0.003 -0.078 -0.420 -0.003 -0.006 -0.032 0.034 -0.021 1.000 0.027 | -| Dbar_s | 0.055 0.000 0.001 -0.000 0.039 0.002 0.002 -0.009 -0.012 0.064 0.028 -0.001 -0.007 0.012 0.002 -0.003 0.028 0.000 -0.001 -0.007 -0.002 -0.000 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09755773419840907}), (, {'error': 0.2451522419244485}), (, {'error': 0.19293197082936508}), (, {'error': 0.1976526844364006}), (, {'error': 0.3332772699592095}), (, {'error': 0.3708254186098736}), (, {'error': 0.07955680411820287}), (, {'error': 0.1765275225165466}), (, {'error': 0.20513613984915707}), (, {'error': 0.02352567405065198}), (, {'error': 0.11414914909674323}), (, {'error': 1.0246298498932145}), (, {'error': 0.059540869041173616}), (, {'error': 0.3949845619041792}), (, {'error': 0.7020684489266626}), (, {'error': 0.16122430047622383}), (, {'error': 0.23060690151438745}), (, {'error': 0.021741124461779074}), (, {'error': 1.1188485767371796}), (, {'error': 0.3351174016439762}), (, {'error': 0.03367832695465689}), (, {'error': 0.02972625052288569}), (, {'error': 0.03146387777502735}), (, {'error': 0.024375788138380983})]) -Toy 11/25 -Time taken: 1 h, 45 s -Projected time left: 1 h, 17 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1343 (1343 total) | -| EDM = 2.62E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297299.98573340086 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.68 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.47 | 0.26 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.79 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.94 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.31 | 0.31 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.48 | 0.10 | | | -2 | 2 | | -| 7 | p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.88 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 4.648 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.19 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 13| p4040_p | -2.18 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 5.35 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.24 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.41 | 0.20 | | |0.126447 | 2.35355 | | -| 18| omega_s | 8.6 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 22| psi2s_p | 1.871 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.004 -0.002 0.006 0.337 0.019 0.101 -0.163 -0.258 0.046 0.181 -0.001 -0.110 0.152 -0.003 -0.084 -0.261 -0.057 -0.002 0.195 0.047 0.005 -0.044 0.056 | -| omega_p | 0.004 1.000 -0.012 -0.007 0.014 0.433 0.051 -0.001 -0.010 -0.009 -0.004 -0.009 0.091 -0.003 0.136 -0.000 0.000 0.008 0.716 0.029 0.002 -0.108 -0.000 0.001 | -| phi_p | -0.002 -0.012 1.000 0.005 0.008 -0.027 -0.016 0.006 0.003 -0.024 -0.002 0.447 0.019 -0.000 0.086 0.008 0.003 0.003 -0.038 0.005 0.001 -0.028 -0.001 0.001 | -| p4415_p | 0.006 -0.007 0.005 1.000 -0.087 -0.042 -0.211 -0.133 0.039 -0.025 0.270 -0.023 0.094 0.162 0.046 -0.110 -0.021 -0.153 -0.008 -0.150 0.032 -0.009 -0.079 0.019 | -| Dbar_p | 0.337 0.014 0.008 -0.087 1.000 0.025 0.079 -0.110 -0.340 0.243 0.003 -0.019 -0.062 -0.065 0.047 -0.070 -0.065 0.062 -0.006 -0.189 -0.004 -0.073 -0.023 0.034 | -| rho_s | 0.019 0.433 -0.027 -0.042 0.025 1.000 0.254 -0.027 -0.082 0.033 -0.004 -0.037 0.257 -0.002 0.055 -0.032 -0.004 0.020 0.050 0.088 0.004 -0.303 0.003 -0.000 | -| bplus_2 | 0.101 0.051 -0.016 -0.211 0.079 0.254 1.000 -0.139 -0.658 -0.171 0.023 0.067 0.087 0.043 -0.175 -0.154 0.075 0.109 0.021 0.285 0.015 -0.318 -0.029 0.003 | -| p4040_s | -0.163 -0.001 0.006 -0.133 -0.110 -0.027 -0.139 1.000 0.352 -0.016 -0.524 -0.027 0.051 -0.217 0.056 0.165 0.089 0.209 -0.008 -0.170 -0.004 -0.034 -0.013 -0.005 | -| Ctt | -0.258 -0.010 0.003 0.039 -0.340 -0.082 -0.658 0.352 1.000 0.228 -0.352 -0.046 0.075 -0.291 0.088 0.296 -0.127 0.184 -0.012 -0.031 -0.011 0.045 0.202 -0.002 | -| jpsi_p | 0.046 -0.009 -0.024 -0.025 0.243 0.033 -0.171 -0.016 0.228 1.000 -0.062 0.014 -0.063 -0.102 -0.074 -0.011 -0.062 0.004 -0.007 0.005 0.078 0.082 -0.018 0.068 | -| p4160_p | 0.181 -0.004 -0.002 0.270 0.003 -0.004 0.023 -0.524 -0.352 -0.062 1.000 0.001 0.023 0.275 -0.009 -0.186 -0.035 -0.106 -0.002 0.061 0.065 0.006 -0.155 0.041 | -| phi_s | -0.001 -0.009 0.447 -0.023 -0.019 -0.037 0.067 -0.027 -0.046 0.014 0.001 1.000 -0.077 -0.001 0.066 -0.033 -0.014 -0.008 0.012 -0.013 0.000 0.085 -0.005 -0.000 | -| bplus_1 | -0.110 0.091 0.019 0.094 -0.062 0.257 0.087 0.051 0.075 -0.063 0.023 -0.077 1.000 0.028 0.106 0.023 -0.019 -0.069 -0.021 -0.161 -0.013 -0.915 0.030 -0.004 | -| p4040_p | 0.152 -0.003 -0.000 0.162 -0.065 -0.002 0.043 -0.217 -0.291 -0.102 0.275 -0.001 0.028 1.000 -0.002 0.259 -0.077 -0.044 -0.002 0.044 0.039 -0.010 -0.215 0.029 | -| rho_p | -0.003 0.136 0.086 0.046 0.047 0.055 -0.175 0.056 0.088 -0.074 -0.009 0.066 0.106 -0.002 1.000 0.070 0.025 0.019 -0.018 0.040 0.002 -0.145 0.005 0.002 | -| p4160_s | -0.084 -0.000 0.008 -0.110 -0.070 -0.032 -0.154 0.165 0.296 -0.011 -0.186 -0.033 0.023 0.259 0.070 1.000 0.013 0.331 -0.010 -0.089 0.002 -0.033 -0.045 -0.001 | -| p3770_s | -0.261 0.000 0.003 -0.021 -0.065 -0.004 0.075 0.089 -0.127 -0.062 -0.035 -0.014 -0.019 -0.077 0.025 0.013 1.000 0.020 -0.006 0.081 0.039 -0.027 -0.422 0.036 | -| p4415_s | -0.057 0.008 0.003 -0.153 0.062 0.020 0.109 0.209 0.184 0.004 -0.106 -0.008 -0.069 -0.044 0.019 0.331 0.020 1.000 -0.003 0.012 -0.003 -0.039 0.039 -0.002 | -| omega_s | -0.002 0.716 -0.038 -0.008 -0.006 0.050 0.021 -0.008 -0.012 -0.007 -0.002 0.012 -0.021 -0.002 -0.018 -0.010 -0.006 -0.003 1.000 -0.006 0.000 0.025 -0.004 0.000 | -| DDstar_p | 0.195 0.029 0.005 -0.150 -0.189 0.088 0.285 -0.170 -0.031 0.005 0.061 -0.013 -0.161 0.044 0.040 -0.089 0.081 0.012 -0.006 1.000 0.061 -0.132 -0.096 0.006 | -| DDstar_s | 0.047 0.002 0.001 0.032 -0.004 0.004 0.015 -0.004 -0.011 0.078 0.065 0.000 -0.013 0.039 0.002 0.002 0.039 -0.003 0.000 0.061 1.000 -0.004 0.032 -0.003 | -| bplus_0 | 0.005 -0.108 -0.028 -0.009 -0.073 -0.303 -0.318 -0.034 0.045 0.082 0.006 0.085 -0.915 -0.010 -0.145 -0.033 -0.027 -0.039 0.025 -0.132 -0.004 1.000 -0.016 -0.000 | -| psi2s_p | -0.044 -0.000 -0.001 -0.079 -0.023 0.003 -0.029 -0.013 0.202 -0.018 -0.155 -0.005 0.030 -0.215 0.005 -0.045 -0.422 0.039 -0.004 -0.096 0.032 -0.016 1.000 0.038 | -| Dbar_s | 0.056 0.001 0.001 0.019 0.034 -0.000 0.003 -0.005 -0.002 0.068 0.041 -0.000 -0.004 0.029 0.002 -0.001 0.036 -0.002 0.000 0.006 -0.003 -0.000 0.038 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10161483921280468}), (, {'error': 0.2565833559878503}), (, {'error': 0.17820274677194536}), (, {'error': 0.15325534468230106}), (, {'error': 0.3453031691524133}), (, {'error': 0.3099282689503635}), (, {'error': 0.10035374301162214}), (, {'error': 0.17277642219273814}), (, {'error': 0.21448700222773182}), (, {'error': 0.024463397501405026}), (, {'error': 0.09426814804277406}), (, {'error': 0.9474668149244927}), (, {'error': 0.06654111854367728}), (, {'error': 0.19869288369395277}), (, {'error': 0.30617375312715733}), (, {'error': 0.17278391670462878}), (, {'error': 0.23199850769381758}), (, {'error': 0.19617029544965703}), (, {'error': 1.3904913110014636}), (, {'error': 0.35889219293495156}), (, {'error': 0.034013623735737186}), (, {'error': 0.03744340469678742}), (, {'error': 0.0311324214395583}), (, {'error': 0.025810718492287776})]) -Toy 12/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 11 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1407 (1407 total) | -| EDM = 0.0109 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297348.2472330799 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -3.07 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.97 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.26 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 4.4 | 0.9 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.031 | 0.078 | | | -2 | 2 | | -| 7 | p4040_s | 0.97 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | Ctt | 0.28 | 0.29 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.53 | 0.06 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.44 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.98 | 0.03 | | | -2 | 2 | | -| 13| p4040_p | 3.45 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.01 | 0.25 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.17 | 0.18 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -3.0 | 1.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.51 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.466 | 0.014 | | | -2 | 2 | | -| 22| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.011 -0.002 0.385 0.464 -0.031 0.141 0.093 -0.381 0.384 0.430 0.000 -0.146 0.364 -0.019 0.163 -0.067 0.054 0.000 -0.448 -0.197 -0.062 0.227 0.077 | -| omega_p | -0.011 1.000 -0.018 -0.047 -0.012 0.665 0.004 -0.005 0.029 -0.044 -0.048 -0.019 -0.034 -0.041 0.107 -0.010 -0.025 0.006 0.118 0.046 0.046 0.120 -0.030 0.007 | -| phi_p | -0.002 -0.018 1.000 -0.005 -0.006 0.000 -0.008 -0.004 0.003 -0.003 -0.005 -0.376 0.002 -0.004 -0.021 -0.004 -0.002 -0.002 0.001 0.007 0.004 -0.001 -0.003 -0.000 | -| p4415_p | 0.385 -0.047 -0.005 1.000 0.594 -0.106 0.257 0.116 -0.605 0.748 0.787 0.006 -0.397 0.617 -0.039 0.172 0.346 0.063 -0.001 -0.797 -0.482 -0.217 0.418 -0.003 | -| Dbar_p | 0.464 -0.012 -0.006 0.594 1.000 -0.038 0.129 0.225 -0.789 0.727 0.665 0.004 -0.159 0.459 -0.022 0.238 0.191 0.102 0.001 -0.844 -0.578 -0.107 0.344 0.038 | -| rho_s | -0.031 0.665 0.000 -0.106 -0.038 1.000 -0.041 -0.021 0.053 -0.100 -0.104 -0.025 -0.051 -0.090 0.209 -0.035 -0.059 0.003 0.017 0.104 0.100 0.224 -0.067 0.013 | -| bplus_2 | 0.141 0.004 -0.008 0.257 0.129 -0.041 1.000 0.074 0.248 0.121 0.192 -0.093 -0.355 0.164 0.262 0.140 0.067 0.014 -0.007 -0.191 -0.213 -0.030 0.151 -0.029 | -| p4040_s | 0.093 -0.005 -0.004 0.116 0.225 -0.021 0.074 1.000 -0.044 0.303 0.034 -0.009 -0.074 0.087 0.020 0.123 0.283 0.113 -0.001 -0.321 -0.261 -0.037 0.214 -0.034 | -| Ctt | -0.381 0.029 0.003 -0.605 -0.789 0.053 0.248 -0.044 1.000 -0.715 -0.699 -0.032 0.161 -0.528 0.105 -0.122 -0.262 0.028 -0.002 0.737 0.463 0.115 -0.200 -0.034 | -| jpsi_p | 0.384 -0.044 -0.003 0.748 0.727 -0.100 0.121 0.303 -0.715 1.000 0.805 0.004 -0.356 0.640 -0.059 0.341 0.432 0.126 -0.001 -0.919 -0.568 -0.197 0.524 0.019 | -| p4160_p | 0.430 -0.048 -0.005 0.787 0.665 -0.104 0.192 0.034 -0.699 0.805 1.000 0.012 -0.389 0.662 -0.060 0.273 0.346 0.165 -0.000 -0.857 -0.478 -0.214 0.436 0.020 | -| phi_s | 0.000 -0.019 -0.376 0.006 0.004 -0.025 -0.093 -0.009 -0.032 0.004 0.012 1.000 0.007 0.004 0.055 -0.015 -0.004 -0.011 0.004 -0.016 -0.007 -0.028 0.006 -0.001 | -| bplus_1 | -0.146 -0.034 0.002 -0.397 -0.159 -0.051 -0.355 -0.074 0.161 -0.356 -0.389 0.007 1.000 -0.333 0.036 -0.130 -0.210 0.017 -0.002 0.376 0.359 -0.581 -0.247 0.046 | -| p4040_p | 0.364 -0.041 -0.004 0.617 0.459 -0.090 0.164 0.087 -0.528 0.640 0.662 0.004 -0.333 1.000 -0.039 0.504 0.271 0.166 -0.001 -0.678 -0.370 -0.171 0.304 0.014 | -| rho_p | -0.019 0.107 -0.021 -0.039 -0.022 0.209 0.262 0.020 0.105 -0.059 -0.060 0.055 0.036 -0.039 1.000 0.029 -0.014 0.026 -0.002 0.062 0.039 0.055 -0.034 0.004 | -| p4160_s | 0.163 -0.010 -0.004 0.172 0.238 -0.035 0.140 0.123 -0.122 0.341 0.273 -0.015 -0.130 0.504 0.029 1.000 0.218 0.267 -0.001 -0.375 -0.270 -0.054 0.194 -0.027 | -| p3770_s | -0.067 -0.025 -0.002 0.346 0.191 -0.059 0.067 0.283 -0.262 0.432 0.346 -0.004 -0.210 0.271 -0.014 0.218 1.000 0.097 -0.001 -0.408 -0.198 -0.088 0.055 0.014 | -| p4415_s | 0.054 0.006 -0.002 0.063 0.102 0.003 0.014 0.113 0.028 0.126 0.165 -0.011 0.017 0.166 0.026 0.267 0.097 1.000 -0.000 -0.154 -0.145 0.015 0.098 -0.018 | -| omega_s | 0.000 0.118 0.001 -0.001 0.001 0.017 -0.007 -0.001 -0.002 -0.001 -0.000 0.004 -0.002 -0.001 -0.002 -0.001 -0.001 -0.000 1.000 -0.000 0.001 0.003 -0.000 0.000 | -| DDstar_p | -0.448 0.046 0.007 -0.797 -0.844 0.104 -0.191 -0.321 0.737 -0.919 -0.857 -0.016 0.376 -0.678 0.062 -0.375 -0.408 -0.154 -0.000 1.000 0.648 0.231 -0.545 0.017 | -| DDstar_s | -0.197 0.046 0.004 -0.482 -0.578 0.100 -0.213 -0.261 0.463 -0.568 -0.478 -0.007 0.359 -0.370 0.039 -0.270 -0.198 -0.145 0.001 0.648 1.000 0.198 -0.334 -0.002 | -| bplus_0 | -0.062 0.120 -0.001 -0.217 -0.107 0.224 -0.030 -0.037 0.115 -0.197 -0.214 -0.028 -0.581 -0.171 0.055 -0.054 -0.088 0.015 0.003 0.231 0.198 1.000 -0.144 0.023 | -| psi2s_p | 0.227 -0.030 -0.003 0.418 0.344 -0.067 0.151 0.214 -0.200 0.524 0.436 0.006 -0.247 0.304 -0.034 0.194 0.055 0.098 -0.000 -0.545 -0.334 -0.144 1.000 0.006 | -| Dbar_s | 0.077 0.007 -0.000 -0.003 0.038 0.013 -0.029 -0.034 -0.034 0.019 0.020 -0.001 0.046 0.014 0.004 -0.027 0.014 -0.018 0.000 0.017 -0.002 0.023 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14401707918497464}), (, {'error': 0.1926478803155014}), (, {'error': 0.24294891108164052}), (, {'error': 0.3126170920732365}), (, {'error': 0.8602928706384203}), (, {'error': 0.32818652880359794}), (, {'error': 0.07849270201257519}), (, {'error': 0.1762407182280204}), (, {'error': 0.2885773620031722}), (, {'error': 0.06257298320253568}), (, {'error': 0.20373374721649573}), (, {'error': 0.8277789442241268}), (, {'error': 0.03276559492614828}), (, {'error': 0.257939762148629}), (, {'error': 0.4019502792629086}), (, {'error': 0.17318997635118027}), (, {'error': 0.2508828837069823}), (, {'error': 0.18181737052080016}), (, {'error': 4.265581614545674}), (, {'error': 1.4121297427168429}), (, {'error': 0.5125753195716631}), (, {'error': 0.014009800911687353}), (, {'error': 0.039849412567111386}), (, {'error': 0.39004899615991206})]) -Toy 13/25 -Time taken: 1 h, 12 min -Projected time left: 1 h, 6 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=232 (232 total) | -| EDM = 4.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297530.0133017597 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.65 | 0.06 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.96 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 6 | 7 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 3.84 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 4.81 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.69 | 0.06 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.12 | 0.07 | | | -2 | 2 | | -| 7 | p4040_s | 0.62 | 0.05 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.14 | 0.06 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.676 | 0.012 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.15 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.3 | 2.7 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.770 | 0.008 | | | -2 | 2 | | -| 13| p4040_p | 3.67 | 0.13 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 6.27 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.45 | 0.06 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.00 | 0.08 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.36 | 0.06 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.04 | 0.21 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.283 | 0.007 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.416 | 0.005 | | | -2 | 2 | | -| 22| psi2s_p | 1.813 | 0.015 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.294 | 0.005 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.211 -0.278 -0.004 -0.233 -0.046 0.261 -0.028 0.174 -0.038 0.041 -0.277 0.240 0.032 -0.062 -0.022 -0.057 -0.002 0.144 0.205 -0.027 0.256 -0.031 -0.003 | -| omega_p | -0.211 1.000 0.754 0.049 0.525 0.144 -0.725 0.100 -0.534 0.069 -0.038 0.752 -0.645 -0.014 0.162 0.084 0.008 -0.007 -0.342 -0.481 0.046 -0.683 0.103 -0.059 | -| phi_p | -0.278 0.754 1.000 0.065 0.692 0.165 -0.957 0.132 -0.705 0.091 -0.050 0.998 -0.851 -0.018 0.222 0.111 0.011 -0.009 -0.518 -0.635 0.061 -0.903 0.136 -0.078 | -| p4415_p | -0.004 0.049 0.065 1.000 0.075 0.010 -0.075 -0.018 -0.039 -0.003 0.062 0.065 -0.072 0.035 0.014 -0.031 0.004 -0.014 -0.034 -0.086 0.001 -0.073 -0.012 -0.010 | -| Dbar_p | -0.233 0.525 0.692 0.075 1.000 0.114 -0.636 0.112 -0.441 0.096 -0.011 0.691 -0.535 0.025 0.156 0.099 0.032 -0.005 -0.360 -0.360 0.038 -0.581 0.120 -0.049 | -| rho_s | -0.046 0.144 0.165 0.010 0.114 1.000 -0.158 0.021 -0.116 0.013 -0.009 0.165 -0.142 -0.003 0.040 0.018 0.001 -0.002 -0.099 -0.105 0.010 -0.153 0.022 -0.013 | -| bplus_2 | 0.261 -0.725 -0.957 -0.075 -0.636 -0.158 1.000 -0.128 0.639 -0.097 0.030 -0.954 0.798 0.004 -0.215 -0.113 -0.020 0.018 0.498 0.593 -0.058 0.851 -0.130 0.070 | -| p4040_s | -0.028 0.100 0.132 -0.018 0.112 0.021 -0.128 1.000 -0.063 0.013 -0.087 0.131 -0.131 0.005 0.029 -0.022 0.019 0.008 -0.069 -0.125 0.008 -0.135 -0.001 -0.010 | -| Ctt | 0.174 -0.534 -0.705 -0.039 -0.441 -0.116 0.639 -0.063 1.000 -0.125 -0.029 -0.703 0.599 -0.046 -0.158 -0.044 -0.030 0.043 0.366 0.455 -0.047 0.636 -0.051 0.041 | -| jpsi_p | -0.038 0.069 0.091 -0.003 0.096 0.013 -0.097 0.013 -0.125 1.000 -0.012 0.090 -0.100 -0.020 0.020 0.004 0.002 -0.004 -0.049 -0.114 -0.007 -0.103 0.039 -0.040 | -| p4160_p | 0.041 -0.038 -0.050 0.062 -0.011 -0.009 0.030 -0.087 -0.029 -0.012 1.000 -0.050 0.056 -0.034 -0.011 -0.026 -0.014 0.040 0.026 0.037 -0.021 0.056 -0.033 -0.022 | -| phi_s | -0.277 0.752 0.998 0.065 0.691 0.165 -0.954 0.131 -0.703 0.090 -0.050 1.000 -0.849 -0.018 0.221 0.111 0.011 -0.009 -0.517 -0.633 0.060 -0.900 0.136 -0.078 | -| bplus_1 | 0.240 -0.645 -0.851 -0.072 -0.535 -0.142 0.798 -0.131 0.599 -0.100 0.056 -0.849 1.000 0.023 -0.191 -0.122 -0.019 -0.016 0.442 0.471 -0.046 0.724 -0.133 0.066 | -| p4040_p | 0.032 -0.014 -0.018 0.035 0.025 -0.003 0.004 0.005 -0.046 -0.020 -0.034 -0.018 0.023 1.000 -0.004 0.096 -0.031 0.020 0.009 0.014 -0.010 0.022 -0.052 -0.017 | -| rho_p | -0.062 0.162 0.222 0.014 0.156 0.040 -0.215 0.029 -0.158 0.020 -0.011 0.221 -0.191 -0.004 1.000 0.025 0.002 -0.002 -0.111 -0.143 0.014 -0.201 0.031 -0.017 | -| p4160_s | -0.022 0.084 0.111 -0.031 0.099 0.018 -0.113 -0.022 -0.044 0.004 -0.026 0.111 -0.122 0.096 0.025 1.000 0.011 0.033 -0.058 -0.114 0.009 -0.123 -0.008 -0.005 | -| p3770_s | -0.057 0.008 0.011 0.004 0.032 0.001 -0.020 0.019 -0.030 0.002 -0.014 0.011 -0.019 -0.031 0.002 0.011 1.000 0.005 -0.006 -0.013 -0.007 -0.017 -0.095 -0.023 | -| p4415_s | -0.002 -0.007 -0.009 -0.014 -0.005 -0.002 0.018 0.008 0.043 -0.004 0.040 -0.009 -0.016 0.020 -0.002 0.033 0.005 1.000 0.005 -0.024 0.005 -0.011 -0.003 0.006 | -| omega_s | 0.144 -0.342 -0.518 -0.034 -0.360 -0.099 0.498 -0.069 0.366 -0.049 0.026 -0.517 0.442 0.009 -0.111 -0.058 -0.006 0.005 1.000 0.330 -0.032 0.469 -0.071 0.040 | -| DDstar_p | 0.205 -0.481 -0.635 -0.086 -0.360 -0.105 0.593 -0.125 0.455 -0.114 0.037 -0.633 0.471 0.014 -0.143 -0.114 -0.013 -0.024 0.330 1.000 -0.039 0.516 -0.126 0.047 | -| DDstar_s | -0.027 0.046 0.061 0.001 0.038 0.010 -0.058 0.008 -0.047 -0.007 -0.021 0.060 -0.046 -0.010 0.014 0.009 -0.007 0.005 -0.032 -0.039 1.000 -0.050 -0.001 -0.010 | -| bplus_0 | 0.256 -0.683 -0.903 -0.073 -0.581 -0.153 0.851 -0.135 0.636 -0.103 0.056 -0.900 0.724 0.022 -0.201 -0.123 -0.017 -0.011 0.469 0.516 -0.050 1.000 -0.137 0.070 | -| psi2s_p | -0.031 0.103 0.136 -0.012 0.120 0.022 -0.130 -0.001 -0.051 0.039 -0.033 0.136 -0.133 -0.052 0.031 -0.008 -0.095 -0.003 -0.071 -0.126 -0.001 -0.137 1.000 -0.034 | -| Dbar_s | -0.003 -0.059 -0.078 -0.010 -0.049 -0.013 0.070 -0.010 0.041 -0.040 -0.022 -0.078 0.066 -0.017 -0.017 -0.005 -0.023 0.006 0.040 0.047 -0.010 0.070 -0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05520712184390075}), (, {'error': 0.15663744368881316}), (, {'error': 7.091769310529937}), (, {'error': 0.07533273056198997}), (, {'error': 0.12821295316917602}), (, {'error': 0.058917681464239924}), (, {'error': 0.06895022285944785}), (, {'error': 0.052582434038816794}), (, {'error': 0.06382961353302763}), (, {'error': 0.011630723132228127}), (, {'error': 0.03998583960201696}), (, {'error': 2.6966409696747986}), (, {'error': 0.007702761841847483}), (, {'error': 0.1297180660462791}), (, {'error': 0.03374336252186172}), (, {'error': 0.06339646937041898}), (, {'error': 0.07925835193877395}), (, {'error': 0.06220708940815778}), (, {'error': 0.21271203140716288}), (, {'error': 0.10035204776966822}), (, {'error': 0.007207266671990564}), (, {'error': 0.005100335016932411}), (, {'error': 0.01501800891260796}), (, {'error': 0.004512723282906916})]) -Toy 14/25 -Time taken: 1 h, 15 min -Projected time left: 59 min, 2 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1515 (1515 total) | -| EDM = 3.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297429.47286980844 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.84 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.83 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.77 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.06 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -1.22 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.32 | 0.08 | | | -2 | 2 | | -| 7 | p4040_s | 1.03 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.52 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.568 | 0.025 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 13| p4040_p | -1.92 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.30 | 0.36 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.06 | 0.20 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.466 | 0.021 | | | -2 | 2 | | -| 22| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.004 -0.003 0.058 0.320 0.006 -0.059 -0.121 -0.235 0.012 0.182 0.003 0.025 0.189 -0.020 -0.050 -0.239 -0.075 -0.001 0.018 -0.038 0.023 0.041 0.024 | -| omega_p | 0.004 1.000 -0.011 -0.001 0.024 0.609 0.004 0.010 0.008 -0.010 -0.009 -0.012 -0.109 -0.007 -0.019 0.012 0.003 0.012 -0.559 0.001 -0.006 0.134 -0.000 0.001 | -| phi_p | -0.003 -0.011 1.000 0.003 0.005 0.016 0.020 0.005 -0.001 -0.027 -0.002 0.491 0.002 -0.001 0.088 0.005 0.002 0.002 0.031 0.001 0.000 0.009 -0.002 0.000 | -| p4415_p | 0.058 -0.001 0.003 1.000 -0.120 0.003 0.223 -0.184 -0.004 -0.009 0.314 -0.022 -0.115 0.190 0.055 -0.148 0.002 -0.187 0.004 0.020 0.037 0.014 -0.093 0.008 | -| Dbar_p | 0.320 0.024 0.005 -0.120 1.000 0.049 -0.098 -0.150 -0.320 0.209 -0.001 -0.008 0.236 -0.032 0.028 -0.097 -0.027 0.030 -0.004 0.004 0.028 0.036 -0.042 0.016 | -| rho_s | 0.006 0.609 0.016 0.003 0.049 1.000 0.029 0.024 0.018 -0.020 -0.017 0.037 -0.193 -0.012 0.257 0.029 0.009 0.025 -0.150 0.001 -0.014 0.250 0.003 0.001 | -| bplus_2 | -0.059 0.004 0.020 0.223 -0.098 0.029 1.000 0.103 0.678 0.126 -0.005 -0.093 -0.181 -0.043 0.271 0.147 -0.079 -0.098 0.013 0.004 0.066 -0.055 -0.004 0.004 | -| p4040_s | -0.121 0.010 0.005 -0.184 -0.150 0.024 0.103 1.000 0.308 -0.052 -0.512 -0.023 0.035 -0.200 0.062 0.128 0.088 0.209 0.001 0.007 0.044 0.028 -0.087 0.001 | -| Ctt | -0.235 0.008 -0.001 -0.004 -0.320 0.018 0.678 0.308 1.000 0.201 -0.375 -0.040 -0.147 -0.349 0.098 0.246 -0.202 0.194 0.002 0.002 0.026 -0.007 0.191 0.005 | -| jpsi_p | 0.012 -0.010 -0.027 -0.009 0.209 -0.020 0.126 -0.052 0.201 1.000 -0.039 0.017 0.011 -0.078 -0.111 -0.043 -0.076 -0.031 0.007 0.053 0.016 -0.075 -0.036 0.039 | -| p4160_p | 0.182 -0.009 -0.002 0.314 -0.001 -0.017 -0.005 -0.512 -0.375 -0.039 1.000 0.000 -0.095 0.318 -0.011 -0.133 -0.001 -0.116 0.003 0.033 -0.006 -0.000 -0.128 0.018 | -| phi_s | 0.003 -0.012 0.491 -0.022 -0.008 0.037 -0.093 -0.023 -0.040 0.017 0.000 1.000 0.020 -0.001 0.096 -0.028 -0.013 -0.004 0.001 -0.000 -0.002 -0.022 -0.001 -0.001 | -| bplus_1 | 0.025 -0.109 0.002 -0.115 0.236 -0.193 -0.181 0.035 -0.147 0.011 -0.095 0.020 1.000 -0.061 0.031 0.015 0.006 0.142 0.029 -0.000 -0.093 -0.893 0.029 0.000 | -| p4040_p | 0.189 -0.007 -0.001 0.190 -0.032 -0.012 -0.043 -0.200 -0.349 -0.078 0.318 -0.001 -0.061 1.000 -0.007 0.273 -0.046 -0.058 0.003 0.021 -0.010 0.006 -0.190 0.014 | -| rho_p | -0.020 -0.019 0.088 0.055 0.028 0.257 0.271 0.062 0.098 -0.111 -0.011 0.096 0.031 -0.007 1.000 0.072 0.020 0.012 -0.016 0.001 0.002 -0.004 -0.004 0.002 | -| p4160_s | -0.050 0.012 0.005 -0.148 -0.097 0.029 0.147 0.128 0.246 -0.043 -0.133 -0.028 0.015 0.273 0.072 1.000 0.011 0.330 0.001 0.007 0.029 0.041 -0.088 0.002 | -| p3770_s | -0.239 0.003 0.002 0.002 -0.027 0.009 -0.079 0.088 -0.202 -0.076 -0.001 -0.013 0.006 -0.046 0.020 0.011 1.000 0.005 0.002 0.023 -0.015 0.043 -0.479 0.021 | -| p4415_s | -0.075 0.012 0.002 -0.187 0.030 0.025 -0.098 0.209 0.194 -0.031 -0.116 -0.004 0.142 -0.058 0.012 0.330 0.005 1.000 -0.002 -0.000 0.009 0.020 0.019 0.001 | -| omega_s | -0.001 -0.559 0.031 0.004 -0.004 -0.150 0.013 0.001 0.002 0.007 0.003 0.001 0.029 0.003 -0.016 0.001 0.002 -0.002 1.000 -0.000 0.002 -0.033 0.002 -0.000 | -| DDstar_p | 0.018 0.001 0.001 0.020 0.004 0.001 0.004 0.007 0.002 0.053 0.033 -0.000 -0.000 0.021 0.001 0.007 0.023 -0.000 -0.000 1.000 0.012 0.001 0.023 -0.001 | -| DDstar_s | -0.038 -0.006 0.000 0.037 0.028 -0.014 0.066 0.044 0.026 0.016 -0.006 -0.002 -0.093 -0.010 0.002 0.029 -0.015 0.009 0.002 0.012 1.000 -0.003 0.026 -0.001 | -| bplus_0 | 0.023 0.134 0.009 0.014 0.036 0.250 -0.055 0.028 -0.007 -0.075 -0.000 -0.022 -0.893 0.006 -0.004 0.041 0.043 0.020 -0.033 0.001 -0.003 1.000 -0.009 0.002 | -| psi2s_p | 0.041 -0.000 -0.002 -0.093 -0.042 0.003 -0.004 -0.087 0.191 -0.036 -0.128 -0.001 0.029 -0.190 -0.004 -0.088 -0.479 0.019 0.002 0.023 0.026 -0.009 1.000 0.020 | -| Dbar_s | 0.024 0.001 0.000 0.008 0.016 0.001 0.004 0.001 0.005 0.039 0.018 -0.001 0.000 0.014 0.002 0.002 0.021 0.001 -0.000 -0.001 -0.001 0.002 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10507868299723988}), (, {'error': 0.28240665314288194}), (, {'error': 0.18800270502864436}), (, {'error': 0.20410506094030634}), (, {'error': 0.28444052048066215}), (, {'error': 0.3556180405402392}), (, {'error': 0.08213294990628062}), (, {'error': 0.1669868210200497}), (, {'error': 0.2065168427626753}), (, {'error': 0.02503498607077681}), (, {'error': 0.10364544676197873}), (, {'error': 0.9093213508466897}), (, {'error': 0.03755410999186937}), (, {'error': 0.1881244085749989}), (, {'error': 0.3559871241656807}), (, {'error': 0.16897744703444562}), (, {'error': 0.22945241401577832}), (, {'error': 0.1977040811563857}), (, {'error': 3.6755626466479177}), (, {'error': 0.061648683643899194}), (, {'error': 0.05621607552053176}), (, {'error': 0.020572782048702498}), (, {'error': 0.031669259882827205}), (, {'error': 0.014035123700708585})]) -Toy 15/25 -Time taken: 1 h, 21 min -Projected time left: 54 min, 10 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1559 (1559 total) | -| EDM = 5.65E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297233.3065702007 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.46 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 1.05 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.22 | 0.24 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.02 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -0.5 | 3.1 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.18 | 0.07 | | | -2 | 2 | | -| 7 | p4040_s | 1.01 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.19 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.18 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.804 | 0.021 | | | -2 | 2 | | -| 13| p4040_p | -2.51 | 0.27 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.021 | 0.323 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.1 | 0.4 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 0.04 | 1.10 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.409 | 0.011 | | | -2 | 2 | | -| 22| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.12 | 0.38 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.018 0.019 0.267 -0.841 -0.041 0.390 -0.414 0.426 0.713 0.660 0.029 0.033 0.672 -0.008 -0.231 0.612 -0.237 -0.003 0.683 0.128 -0.001 0.635 -0.753 | -| omega_p | -0.018 1.000 0.055 -0.020 0.020 0.563 -0.000 0.022 -0.023 -0.020 -0.030 0.018 0.057 -0.029 -0.204 0.016 -0.026 0.026 -0.342 -0.026 0.010 -0.115 -0.020 0.040 | -| phi_p | 0.019 0.055 1.000 0.005 -0.023 -0.011 0.024 -0.011 0.011 0.012 0.017 0.741 0.009 0.016 -0.061 -0.008 0.018 -0.006 0.010 0.016 0.003 -0.006 0.017 -0.021 | -| p4415_p | 0.267 -0.020 0.005 1.000 -0.212 -0.023 -0.013 -0.251 0.068 0.309 0.449 0.002 0.121 0.327 0.039 -0.200 0.243 -0.165 0.004 0.065 0.004 0.065 0.197 -0.235 | -| Dbar_p | -0.841 0.020 -0.023 -0.212 1.000 0.042 -0.491 0.468 -0.576 -0.801 -0.673 -0.035 -0.051 -0.713 0.005 0.289 -0.811 0.258 0.004 -0.898 -0.130 0.022 -0.713 0.931 | -| rho_s | -0.041 0.563 -0.011 -0.023 0.042 1.000 -0.080 0.048 -0.029 -0.041 -0.056 -0.026 0.057 -0.051 0.191 0.041 -0.047 0.046 -0.055 -0.048 0.012 -0.165 -0.041 0.073 | -| bplus_2 | 0.390 -0.000 0.024 -0.013 -0.491 -0.080 1.000 -0.244 -0.080 0.488 0.326 0.091 -0.111 0.352 -0.217 -0.209 0.417 -0.079 -0.021 0.423 0.100 -0.127 0.357 -0.473 | -| p4040_s | -0.414 0.022 -0.011 -0.251 0.468 0.048 -0.244 1.000 -0.078 -0.363 -0.555 -0.033 -0.081 -0.411 0.026 0.133 -0.303 0.217 0.003 -0.440 -0.097 -0.061 -0.318 0.425 | -| Ctt | 0.426 -0.023 0.011 0.068 -0.576 -0.029 -0.080 -0.078 1.000 0.346 0.238 0.007 0.155 0.340 0.052 -0.010 0.481 0.001 0.002 0.622 0.111 0.088 0.567 -0.676 | -| jpsi_p | 0.713 -0.020 0.012 0.309 -0.801 -0.041 0.488 -0.363 0.346 1.000 0.701 0.017 0.057 0.675 -0.003 -0.229 0.739 -0.242 0.001 0.582 0.084 -0.038 0.666 -0.765 | -| p4160_p | 0.660 -0.030 0.017 0.449 -0.673 -0.056 0.326 -0.555 0.238 0.701 1.000 0.030 0.118 0.643 0.004 -0.229 0.605 -0.180 -0.001 0.464 0.091 0.058 0.527 -0.654 | -| phi_s | 0.029 0.018 0.741 0.002 -0.035 -0.026 0.091 -0.033 0.007 0.017 0.030 1.000 -0.013 0.027 -0.002 -0.033 0.026 -0.023 -0.003 0.032 0.001 0.044 0.027 -0.045 | -| bplus_1 | 0.033 0.057 0.009 0.121 -0.051 0.057 -0.111 -0.081 0.155 0.057 0.118 -0.013 1.000 0.107 -0.074 -0.058 0.071 -0.129 -0.009 0.079 -0.058 -0.709 0.068 -0.146 | -| p4040_p | 0.672 -0.029 0.016 0.327 -0.713 -0.051 0.352 -0.411 0.340 0.675 0.643 0.027 0.107 1.000 0.010 0.019 0.618 -0.162 -0.000 0.566 0.101 0.036 0.507 -0.721 | -| rho_p | -0.008 -0.204 -0.061 0.039 0.005 0.191 -0.217 0.026 0.052 -0.003 0.004 -0.002 -0.074 0.010 1.000 0.042 0.011 0.005 0.017 -0.004 -0.010 0.067 -0.003 0.004 | -| p4160_s | -0.231 0.016 -0.008 -0.200 0.289 0.041 -0.209 0.133 -0.010 -0.229 -0.229 -0.033 -0.058 0.019 0.042 1.000 -0.197 0.319 0.004 -0.281 -0.060 -0.052 -0.220 0.250 | -| p3770_s | 0.612 -0.026 0.018 0.243 -0.811 -0.047 0.417 -0.303 0.481 0.739 0.605 0.026 0.071 0.618 0.011 -0.197 1.000 -0.202 -0.001 0.691 0.123 0.008 0.508 -0.815 | -| p4415_s | -0.237 0.026 -0.006 -0.165 0.258 0.046 -0.079 0.217 0.001 -0.242 -0.180 -0.023 -0.129 -0.162 0.005 0.319 -0.202 1.000 0.000 -0.224 -0.056 -0.099 -0.183 0.248 | -| omega_s | -0.003 -0.342 0.010 0.004 0.004 -0.055 -0.021 0.003 0.002 0.001 -0.001 -0.003 -0.009 -0.000 0.017 0.004 -0.001 0.000 1.000 -0.002 -0.002 0.010 -0.002 0.002 | -| DDstar_p | 0.683 -0.026 0.016 0.065 -0.898 -0.048 0.423 -0.440 0.622 0.582 0.464 0.032 0.079 0.566 -0.004 -0.281 0.691 -0.224 -0.002 1.000 0.159 0.009 0.580 -0.907 | -| DDstar_s | 0.128 0.010 0.003 0.004 -0.130 0.012 0.100 -0.097 0.111 0.084 0.091 0.001 -0.058 0.101 -0.010 -0.060 0.123 -0.056 -0.002 0.159 1.000 -0.056 0.088 -0.157 | -| bplus_0 | -0.001 -0.115 -0.006 0.065 0.022 -0.165 -0.127 -0.061 0.088 -0.038 0.058 0.044 -0.709 0.036 0.067 -0.052 0.008 -0.099 0.010 0.009 -0.056 1.000 0.009 -0.063 | -| psi2s_p | 0.635 -0.020 0.017 0.197 -0.713 -0.041 0.357 -0.318 0.567 0.666 0.527 0.027 0.068 0.507 -0.003 -0.220 0.508 -0.183 -0.002 0.580 0.088 0.009 1.000 -0.716 | -| Dbar_s | -0.753 0.040 -0.021 -0.235 0.931 0.073 -0.473 0.425 -0.676 -0.765 -0.654 -0.045 -0.146 -0.721 0.004 0.250 -0.815 0.248 0.002 -0.907 -0.157 -0.063 -0.716 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1744005318575894}), (, {'error': 0.2286152933901393}), (, {'error': 0.2354756787487715}), (, {'error': 0.19451965198769772}), (, {'error': 3.143895825122068}), (, {'error': 0.3599102231888221}), (, {'error': 0.07467085876266277}), (, {'error': 0.18039810140295004}), (, {'error': 0.20988820633241922}), (, {'error': 0.04746809537027952}), (, {'error': 0.15071003527760496}), (, {'error': 1.2270497249460952}), (, {'error': 0.021164061625839947}), (, {'error': 0.2734280777026692}), (, {'error': 0.32299848844517864}), (, {'error': 0.16605275085266014}), (, {'error': 0.4040250272392085}), (, {'error': 0.18757604355868113}), (, {'error': 3.309252119440134}), (, {'error': 1.1033777116675614}), (, {'error': 0.05679278538926655}), (, {'error': 0.010625240809057468}), (, {'error': 0.046356025408833545}), (, {'error': 0.38320886367455786})]) -Toy 16/25 -Time taken: 1 h, 27 min -Projected time left: 49 min, 12 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1440 (1440 total) | -| EDM = 9.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297385.06060022133 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.39 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.23 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.32 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 2.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.71 | 0.29 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 0.92 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.22 | 0.16 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -4.617 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.92 | 0.05 | | | -2 | 2 | | -| 13| p4040_p | 3.83 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.52 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.09 | 0.16 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.86 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.00 | 0.18 | | |0.126447 | 2.35355 | | -| 18| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 0.19 | 0.53 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.30 | 0.13 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 22| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.001 0.004 0.066 -0.554 0.066 0.124 -0.134 -0.210 0.293 0.279 -0.015 0.087 0.232 -0.015 -0.075 -0.063 -0.044 -0.014 -0.001 0.053 -0.160 0.168 -0.064 | -| omega_p | -0.001 1.000 -0.002 0.001 0.003 -0.009 -0.006 0.000 0.003 -0.002 0.001 -0.001 -0.006 0.000 0.052 0.000 -0.001 -0.001 -0.065 -0.002 -0.002 0.006 -0.000 0.000 | -| phi_p | 0.004 -0.002 1.000 0.005 -0.014 0.016 -0.015 0.005 -0.004 0.006 0.004 0.616 0.008 0.005 0.128 0.006 0.008 0.003 -0.003 -0.004 0.001 -0.014 0.004 -0.001 | -| p4415_p | 0.066 0.001 0.005 1.000 0.141 -0.102 -0.249 -0.090 0.034 0.158 0.404 0.004 -0.143 0.245 0.066 -0.063 0.080 -0.168 0.021 -0.418 -0.130 0.223 0.063 0.016 | -| Dbar_p | -0.554 0.003 -0.014 0.141 1.000 -0.204 -0.389 0.199 0.354 -0.366 -0.123 0.032 -0.314 -0.087 0.037 0.171 -0.185 -0.051 0.040 -0.342 -0.003 0.485 -0.135 0.137 | -| rho_s | 0.066 -0.009 0.016 -0.102 -0.204 1.000 0.310 -0.011 -0.183 0.082 -0.061 -0.003 0.357 -0.032 0.145 -0.022 0.026 0.097 -0.215 0.146 0.133 -0.393 0.011 -0.008 | -| bplus_2 | 0.124 -0.006 -0.015 -0.249 -0.389 0.310 1.000 -0.037 -0.671 0.271 -0.090 0.013 0.592 -0.042 -0.277 -0.090 0.090 0.226 -0.063 0.219 0.236 -0.725 0.036 -0.051 | -| p4040_s | -0.134 0.000 0.005 -0.090 0.199 -0.011 -0.037 1.000 0.257 0.006 -0.337 -0.007 -0.004 -0.138 0.031 0.050 0.112 0.157 0.002 -0.197 -0.085 0.008 0.008 0.043 | -| Ctt | -0.210 0.003 -0.004 0.034 0.354 -0.183 -0.671 0.257 1.000 -0.384 -0.252 -0.004 -0.383 -0.221 0.120 0.199 -0.162 0.096 0.035 -0.079 -0.087 0.449 0.124 -0.114 | -| jpsi_p | 0.293 -0.002 0.006 0.158 -0.366 0.082 0.271 0.006 -0.384 1.000 0.377 -0.023 0.212 0.248 -0.013 -0.026 0.309 -0.006 -0.018 -0.422 -0.064 -0.238 0.296 -0.034 | -| p4160_p | 0.279 0.001 0.004 0.404 -0.123 -0.061 -0.090 -0.337 -0.252 0.377 1.000 0.009 -0.067 0.334 0.023 -0.055 0.145 -0.084 0.012 -0.459 -0.061 0.129 0.132 -0.027 | -| phi_s | -0.015 -0.001 0.616 0.004 0.032 -0.003 0.013 -0.007 -0.004 -0.023 0.009 1.000 -0.040 -0.000 0.122 -0.012 -0.013 -0.014 0.016 -0.031 -0.019 0.046 -0.002 -0.002 | -| bplus_1 | 0.087 -0.006 0.008 -0.143 -0.314 0.357 0.592 -0.004 -0.383 0.212 -0.067 -0.040 1.000 -0.022 -0.151 -0.031 0.068 0.154 -0.072 0.183 0.179 -0.944 0.032 -0.027 | -| p4040_p | 0.232 0.000 0.005 0.245 -0.087 -0.032 -0.042 -0.138 -0.221 0.248 0.334 -0.000 -0.022 1.000 0.024 0.312 0.052 -0.006 0.006 -0.308 -0.040 0.055 -0.002 -0.066 | -| rho_p | -0.015 0.052 0.128 0.066 0.037 0.145 -0.277 0.031 0.120 -0.013 0.023 0.122 -0.151 0.024 1.000 0.048 0.017 -0.031 0.084 -0.032 -0.040 0.134 0.001 0.008 | -| p4160_s | -0.075 0.000 0.006 -0.063 0.171 -0.022 -0.090 0.050 0.199 -0.026 -0.055 -0.012 -0.031 0.312 0.048 1.000 0.024 0.284 0.004 -0.167 -0.068 0.032 -0.037 0.024 | -| p3770_s | -0.063 -0.001 0.008 0.080 -0.185 0.026 0.090 0.112 -0.162 0.309 0.145 -0.013 0.068 0.052 0.017 0.024 1.000 0.027 -0.006 -0.212 -0.005 -0.092 -0.159 -0.106 | -| p4415_s | -0.044 -0.001 0.003 -0.168 -0.051 0.097 0.226 0.157 0.096 -0.006 -0.084 -0.014 0.154 -0.006 -0.031 0.284 0.027 1.000 -0.019 0.061 0.017 -0.234 0.020 0.019 | -| omega_s | -0.014 -0.065 -0.003 0.021 0.040 -0.215 -0.063 0.002 0.035 -0.018 0.012 0.016 -0.072 0.006 0.084 0.004 -0.006 -0.019 1.000 -0.030 -0.027 0.077 -0.002 0.001 | -| DDstar_p | -0.001 -0.002 -0.004 -0.418 -0.342 0.146 0.219 -0.197 -0.079 -0.422 -0.459 -0.031 0.183 -0.308 -0.032 -0.167 -0.212 0.061 -0.030 1.000 0.204 -0.328 -0.295 -0.257 | -| DDstar_s | 0.053 -0.002 0.001 -0.130 -0.003 0.133 0.236 -0.085 -0.087 -0.064 -0.061 -0.019 0.179 -0.040 -0.040 -0.068 -0.005 0.017 -0.027 0.204 1.000 -0.298 -0.072 -0.066 | -| bplus_0 | -0.160 0.006 -0.014 0.223 0.485 -0.393 -0.725 0.008 0.449 -0.238 0.129 0.046 -0.944 0.055 0.134 0.032 -0.092 -0.234 0.077 -0.328 -0.298 1.000 -0.032 0.023 | -| psi2s_p | 0.168 -0.000 0.004 0.063 -0.135 0.011 0.036 0.008 0.124 0.296 0.132 -0.002 0.032 -0.002 0.001 -0.037 -0.159 0.020 -0.002 -0.295 -0.072 -0.032 1.000 -0.060 | -| Dbar_s | -0.064 0.000 -0.001 0.016 0.137 -0.008 -0.051 0.043 -0.114 -0.034 -0.027 -0.002 -0.027 -0.066 0.008 0.024 -0.106 0.019 0.001 -0.257 -0.066 0.023 -0.060 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11893280758729396}), (, {'error': 0.17450022796803388}), (, {'error': 0.2160477426519818}), (, {'error': 0.21280954368105398}), (, {'error': 0.4549291023503992}), (, {'error': 0.28778568977504126}), (, {'error': 0.0942295472621213}), (, {'error': 0.16022483492494494}), (, {'error': 0.1642588532146697}), (, {'error': 0.031378833894327496}), (, {'error': 0.11459243604369629}), (, {'error': 1.0422839387895424}), (, {'error': 0.049448008714604974}), (, {'error': 0.1992946440586829}), (, {'error': 0.21058985657018603}), (, {'error': 0.15677348905202382}), (, {'error': 0.23009405729943877}), (, {'error': 0.18321053344034915}), (, {'error': 3.2100074292870535}), (, {'error': 0.5338191333481888}), (, {'error': 0.13128481459710079}), (, {'error': 0.03215050656073337}), (, {'error': 0.032273174934887905}), (, {'error': 0.4237619322923586})]) -Toy 17/25 -Time taken: 1 h, 33 min -Projected time left: 44 min, 8 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1248 (1248 total) | -| EDM = 0.000773 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297184.2072313615 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.33 | 0.25 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 5.19 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.25 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 0.68 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.73 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 4.656 | 0.027 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.15 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.96 | 0.04 | | | -2 | 2 | | -| 13| p4040_p | 3.96 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.33 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 1.90 | 0.16 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 18| omega_s | 4.7 | 2.8 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 2.08 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.504 | 0.022 | | | -2 | 2 | | -| 22| psi2s_p | 1.928 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.021 -0.005 0.002 0.343 0.034 -0.149 -0.167 -0.249 0.097 0.235 -0.002 0.115 0.165 -0.027 -0.071 -0.202 0.006 -0.029 0.290 0.017 0.044 0.022 0.024 | -| omega_p | -0.021 1.000 0.005 -0.000 -0.013 -0.274 0.049 0.007 0.011 -0.053 -0.006 0.052 0.096 -0.001 0.100 0.008 -0.006 0.001 0.817 -0.028 0.001 -0.118 -0.008 0.000 | -| phi_p | -0.005 0.005 1.000 -0.000 0.005 0.036 0.027 0.006 0.001 -0.039 -0.002 0.676 0.003 0.000 0.150 0.008 0.003 0.000 -0.000 0.002 0.000 0.009 -0.003 0.000 | -| p4415_p | 0.002 -0.000 -0.000 1.000 0.002 -0.000 -0.003 -0.000 -0.007 0.002 -0.005 0.000 -0.001 -0.004 -0.002 -0.006 0.001 -0.020 -0.000 0.003 -0.001 -0.001 0.003 -0.000 | -| Dbar_p | 0.343 -0.013 0.005 0.002 1.000 0.039 -0.078 -0.116 -0.277 0.235 0.052 -0.006 0.155 -0.038 0.022 -0.104 -0.000 -0.004 -0.017 -0.073 0.005 0.038 -0.007 0.014 | -| rho_s | 0.034 -0.274 0.036 -0.000 0.039 1.000 -0.028 0.004 -0.006 0.040 0.007 0.006 -0.193 0.001 0.102 0.006 0.019 -0.001 -0.504 0.065 -0.001 0.263 0.012 -0.000 | -| bplus_2 | -0.149 0.049 0.027 -0.003 -0.078 -0.028 1.000 0.174 0.739 0.097 -0.127 -0.055 -0.236 -0.085 0.275 0.204 -0.117 0.012 0.076 -0.241 0.010 -0.044 -0.015 0.006 | -| p4040_s | -0.167 0.007 0.006 -0.000 -0.116 0.004 0.174 1.000 0.352 -0.034 -0.549 -0.016 -0.022 -0.261 0.065 0.015 0.076 -0.017 0.011 -0.142 0.008 0.015 -0.040 0.002 | -| Ctt | -0.249 0.011 0.001 -0.007 -0.277 -0.006 0.739 0.352 1.000 0.225 -0.407 -0.031 -0.180 -0.316 0.107 0.233 -0.205 -0.007 0.020 -0.094 0.004 -0.014 0.157 0.010 | -| jpsi_p | 0.097 -0.053 -0.039 0.002 0.235 0.040 0.097 -0.034 0.225 1.000 0.000 -0.011 0.065 -0.071 -0.111 -0.042 -0.011 0.000 -0.070 0.252 0.043 -0.032 -0.016 0.034 | -| p4160_p | 0.235 -0.006 -0.002 -0.005 0.052 0.007 -0.127 -0.549 -0.407 0.000 1.000 0.001 0.028 0.247 -0.020 -0.141 0.018 0.018 -0.009 0.238 0.027 0.013 -0.120 0.018 | -| phi_s | -0.002 0.052 0.676 0.000 -0.006 0.006 -0.055 -0.016 -0.031 -0.011 0.001 1.000 0.029 -0.002 0.155 -0.019 -0.010 -0.001 0.066 0.003 0.000 -0.026 -0.005 -0.000 | -| bplus_1 | 0.115 0.096 0.003 -0.001 0.155 -0.193 -0.236 -0.022 -0.180 0.065 0.028 0.029 1.000 0.008 0.056 -0.038 0.067 -0.006 0.134 0.298 -0.008 -0.873 0.044 -0.003 | -| p4040_p | 0.165 -0.001 0.000 -0.004 -0.038 0.001 -0.085 -0.261 -0.316 -0.071 0.247 -0.002 0.008 1.000 0.000 0.320 -0.038 0.008 -0.001 0.117 0.016 0.011 -0.212 0.013 | -| rho_p | -0.027 0.100 0.150 -0.002 0.022 0.102 0.275 0.065 0.107 -0.111 -0.020 0.155 0.056 0.000 1.000 0.079 0.020 0.003 0.264 -0.016 0.001 -0.046 -0.001 0.001 | -| p4160_s | -0.071 0.008 0.008 -0.006 -0.104 0.006 0.204 0.015 0.233 -0.042 -0.141 -0.019 -0.038 0.320 0.079 1.000 -0.006 -0.019 0.013 -0.085 0.010 0.028 -0.106 0.004 | -| p3770_s | -0.202 -0.006 0.003 0.001 -0.000 0.019 -0.117 0.076 -0.205 -0.011 0.018 -0.010 0.067 -0.038 0.020 -0.006 1.000 -0.001 -0.008 0.173 0.017 0.046 -0.415 0.019 | -| p4415_s | 0.006 0.001 0.000 -0.020 -0.004 -0.001 0.012 -0.017 -0.007 0.000 0.018 -0.001 -0.006 0.008 0.003 -0.019 -0.001 1.000 0.001 0.002 0.001 0.000 -0.006 0.001 | -| omega_s | -0.029 0.817 -0.000 -0.000 -0.017 -0.504 0.076 0.011 0.020 -0.070 -0.009 0.066 0.134 -0.001 0.264 0.013 -0.008 0.001 1.000 -0.040 0.001 -0.166 -0.010 0.000 | -| DDstar_p | 0.290 -0.028 0.002 0.003 -0.073 0.065 -0.241 -0.142 -0.094 0.252 0.238 0.003 0.298 0.117 -0.016 -0.085 0.173 0.002 -0.040 1.000 0.023 0.035 0.031 0.001 | -| DDstar_s | 0.017 0.001 0.000 -0.001 0.005 -0.001 0.010 0.008 0.004 0.043 0.027 0.000 -0.008 0.016 0.001 0.010 0.017 0.001 0.001 0.023 1.000 0.000 0.024 -0.001 | -| bplus_0 | 0.044 -0.118 0.009 -0.001 0.038 0.263 -0.044 0.015 -0.014 -0.032 0.013 -0.026 -0.873 0.011 -0.046 0.028 0.046 0.000 -0.166 0.035 0.000 1.000 -0.004 0.001 | -| psi2s_p | 0.022 -0.008 -0.003 0.003 -0.007 0.012 -0.015 -0.040 0.157 -0.016 -0.120 -0.005 0.044 -0.212 -0.001 -0.106 -0.415 -0.006 -0.010 0.031 0.024 -0.004 1.000 0.022 | -| Dbar_s | 0.024 0.000 0.000 -0.000 0.014 -0.000 0.006 0.002 0.010 0.034 0.018 -0.000 -0.003 0.013 0.001 0.004 0.019 0.001 0.000 0.001 -0.001 0.001 0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09605737705798045}), (, {'error': 0.5198652646292587}), (, {'error': 0.2503518567001537}), (, {'error': 0.1674796905592597}), (, {'error': 0.2642632082576526}), (, {'error': 0.3413765940332635}), (, {'error': 0.09074227673322932}), (, {'error': 0.17075010223851889}), (, {'error': 0.2098894458831705}), (, {'error': 0.027143968812469943}), (, {'error': 0.11285127974113429}), (, {'error': 1.0574128611373323}), (, {'error': 0.04465581166005583}), (, {'error': 0.264444439271724}), (, {'error': 0.28183771716803063}), (, {'error': 0.15792435705849905}), (, {'error': 0.23012675880872324}), (, {'error': 0.0329639813100818}), (, {'error': 2.7700411084924275}), (, {'error': 0.28904693649235824}), (, {'error': 0.015765355965884825}), (, {'error': 0.022196793211884502}), (, {'error': 0.0313856523534497}), (, {'error': 0.012989101840356343})]) -Toy 18/25 -Time taken: 1 h, 39 min -Projected time left: 38 min, 37 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1224 (1224 total) | -| EDM = 0.000126 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297228.25690807274 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.84 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.78 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.23 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.89 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.644 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.99 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 13| p4040_p | -2.07 | 0.25 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.10 | 0.39 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.43 | 0.22 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | -| 18| omega_s | 6.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 22| psi2s_p | 1.859 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.004 0.006 0.004 0.350 0.022 0.112 -0.177 -0.244 0.065 0.182 0.000 -0.124 0.162 -0.020 -0.066 -0.194 0.003 -0.016 0.196 0.055 0.002 0.015 0.067 | -| omega_p | 0.004 1.000 0.032 0.000 0.004 0.112 0.021 -0.003 -0.007 0.010 0.001 -0.007 0.035 0.001 -0.006 -0.003 0.001 -0.000 -0.399 0.013 0.000 -0.041 0.001 -0.000 | -| phi_p | 0.006 0.032 1.000 0.001 -0.005 -0.008 0.074 -0.019 -0.021 0.017 0.004 0.522 0.023 0.000 -0.274 -0.022 -0.008 -0.001 -0.128 0.008 0.003 -0.020 -0.004 0.001 | -| p4415_p | 0.004 0.000 0.001 1.000 0.003 -0.001 0.005 -0.004 -0.008 0.001 -0.005 0.001 -0.003 -0.003 -0.002 -0.009 0.001 -0.017 -0.000 0.008 -0.000 0.001 0.001 -0.000 | -| Dbar_p | 0.350 0.004 -0.005 0.003 1.000 0.063 0.036 -0.156 -0.389 0.214 -0.009 -0.036 -0.050 -0.080 0.015 -0.115 -0.079 -0.005 -0.025 -0.249 -0.006 -0.076 -0.073 0.050 | -| rho_s | 0.022 0.112 -0.008 -0.001 0.063 1.000 0.014 0.013 -0.008 -0.021 -0.009 -0.116 0.298 -0.004 0.090 0.018 0.020 -0.001 -0.383 0.114 0.007 -0.369 0.005 0.002 | -| bplus_2 | 0.112 0.021 0.074 0.005 0.036 0.014 1.000 -0.210 -0.692 -0.166 0.100 0.119 -0.070 0.084 -0.279 -0.230 0.094 -0.011 -0.070 0.289 0.022 -0.161 -0.058 0.004 | -| p4040_s | -0.177 -0.003 -0.019 -0.004 -0.156 0.013 -0.210 1.000 0.337 -0.035 -0.507 -0.041 0.085 -0.192 0.062 0.089 0.070 -0.011 0.007 -0.188 -0.003 -0.024 -0.036 -0.007 | -| Ctt | -0.244 -0.007 -0.021 -0.008 -0.389 -0.008 -0.692 0.337 1.000 0.226 -0.362 -0.044 0.078 -0.294 0.106 0.244 -0.151 -0.003 0.022 0.009 -0.011 0.067 0.223 -0.008 | -| jpsi_p | 0.065 0.010 0.017 0.001 0.214 -0.021 -0.166 -0.035 0.226 1.000 -0.051 0.034 -0.064 -0.091 -0.073 -0.021 -0.063 -0.000 -0.020 0.024 0.104 0.078 -0.024 0.088 | -| p4160_p | 0.182 0.001 0.004 -0.005 -0.009 -0.009 0.100 -0.507 -0.362 -0.051 1.000 0.011 -0.006 0.267 -0.021 -0.113 0.013 0.014 -0.001 0.128 0.079 0.004 -0.130 0.044 | -| phi_s | 0.000 -0.007 0.522 0.001 -0.036 -0.116 0.119 -0.041 -0.044 0.034 0.011 1.000 -0.115 0.003 -0.117 -0.048 -0.022 -0.001 0.002 -0.024 -0.000 0.137 -0.009 -0.001 | -| bplus_1 | -0.124 0.035 0.023 -0.003 -0.050 0.298 -0.070 0.085 0.078 -0.064 -0.006 -0.115 1.000 0.009 -0.159 0.055 -0.039 0.004 -0.181 -0.166 -0.018 -0.914 0.039 -0.006 | -| p4040_p | 0.162 0.001 0.000 -0.003 -0.080 -0.004 0.084 -0.192 -0.294 -0.091 0.267 0.003 0.009 1.000 -0.011 0.315 -0.030 0.008 -0.001 0.100 0.047 -0.008 -0.192 0.029 | -| rho_p | -0.020 -0.006 -0.274 -0.002 0.015 0.090 -0.279 0.062 0.106 -0.073 -0.021 -0.117 -0.159 -0.011 1.000 0.073 0.014 0.002 0.391 -0.050 -0.003 0.173 0.004 0.002 | -| p4160_s | -0.066 -0.003 -0.022 -0.009 -0.115 0.018 -0.230 0.089 0.244 -0.021 -0.113 -0.048 0.055 0.315 0.073 1.000 0.008 -0.013 0.007 -0.091 0.006 -0.017 -0.067 -0.002 | -| p3770_s | -0.194 0.001 -0.008 0.001 -0.079 0.020 0.094 0.070 -0.151 -0.063 0.013 -0.022 -0.039 -0.030 0.014 0.008 1.000 0.000 -0.007 0.154 0.059 -0.026 -0.465 0.049 | -| p4415_s | 0.003 -0.000 -0.001 -0.017 -0.005 -0.001 -0.011 -0.011 -0.003 -0.000 0.014 -0.001 0.004 0.008 0.002 -0.013 0.000 1.000 0.001 -0.002 0.002 0.001 -0.004 0.001 | -| omega_s | -0.016 -0.399 -0.128 -0.000 -0.025 -0.383 -0.070 0.007 0.022 -0.020 -0.001 0.002 -0.181 -0.001 0.391 0.007 -0.007 0.001 1.000 -0.061 -0.004 0.212 -0.003 -0.001 | -| DDstar_p | 0.196 0.013 0.008 0.008 -0.249 0.114 0.289 -0.188 0.009 0.024 0.128 -0.024 -0.166 0.100 -0.050 -0.091 0.154 -0.002 -0.061 1.000 0.084 -0.137 -0.078 -0.002 | -| DDstar_s | 0.055 0.000 0.003 -0.000 -0.006 0.007 0.022 -0.003 -0.011 0.104 0.079 -0.000 -0.018 0.047 -0.003 0.006 0.059 0.002 -0.004 0.084 1.000 -0.006 0.043 -0.005 | -| bplus_0 | 0.002 -0.041 -0.020 0.001 -0.076 -0.369 -0.161 -0.024 0.067 0.078 0.004 0.137 -0.914 -0.008 0.173 -0.017 -0.026 0.001 0.212 -0.137 -0.006 1.000 -0.012 -0.002 | -| psi2s_p | 0.015 0.001 -0.004 0.001 -0.073 0.005 -0.058 -0.036 0.223 -0.024 -0.130 -0.009 0.039 -0.192 0.004 -0.067 -0.465 -0.004 -0.003 -0.078 0.043 -0.012 1.000 0.045 | -| Dbar_s | 0.067 -0.000 0.001 -0.000 0.050 0.002 0.004 -0.007 -0.008 0.088 0.044 -0.001 -0.006 0.029 0.002 -0.002 0.049 0.001 -0.001 -0.002 -0.005 -0.002 0.045 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10147159461260014}), (, {'error': 0.4105510148288092}), (, {'error': 0.15313888712908907}), (, {'error': 0.16206970259050069}), (, {'error': 0.3829928105425271}), (, {'error': 0.36075465430902715}), (, {'error': 0.09092999143734759}), (, {'error': 0.17020316661813867}), (, {'error': 0.20949575905815365}), (, {'error': 0.024440330621981143}), (, {'error': 0.10714519257178434}), (, {'error': 1.0056105495508785}), (, {'error': 0.06561764545385351}), (, {'error': 0.2455724345463668}), (, {'error': 0.39295285859540297}), (, {'error': 0.16002453152581853}), (, {'error': 0.22459291844919216}), (, {'error': 0.027049514493244442}), (, {'error': 1.1249434221051806}), (, {'error': 0.38959951840219587}), (, {'error': 0.04387986992383697}), (, {'error': 0.034509463211552016}), (, {'error': 0.03108951266847715}), (, {'error': 0.033662956513036024})]) -Toy 19/25 -Time taken: 1 h, 45 min -Projected time left: 33 min, 6 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1428 (1428 total) | -| EDM = 0.000327 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297294.0875234688 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | -5.50 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.51 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 5.84 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.41 | 0.07 | | | -2 | 2 | | -| 7 | p4040_s | 1.07 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -1.5 | 2.8 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.537 | 0.029 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.84 | 0.03 | | | -2 | 2 | | -| 13| p4040_p | -2.91 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.52 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 0.46 | 0.18 | | |0.126447 | 2.35355 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.455 | 0.018 | | | -2 | 2 | | -| 22| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.006 -0.000 0.062 0.452 0.010 -0.033 -0.168 -0.154 0.174 -0.000 -0.003 0.029 0.156 -0.002 0.007 -0.144 -0.016 -0.001 0.052 -0.008 0.029 0.149 0.009 | -| omega_p | 0.006 1.000 0.005 -0.007 0.033 0.662 0.032 0.013 0.017 -0.023 -0.000 0.013 -0.125 0.010 -0.043 0.000 0.011 0.017 -0.559 0.003 -0.002 0.149 0.004 -0.001 | -| phi_p | -0.000 0.005 1.000 -0.001 0.006 0.009 -0.002 0.001 -0.009 -0.017 -0.000 0.545 -0.008 0.000 0.013 -0.000 0.001 -0.000 0.032 0.001 -0.000 0.018 0.000 0.000 | -| p4415_p | 0.062 -0.007 -0.001 1.000 -0.025 -0.016 0.134 -0.133 -0.141 0.029 0.005 -0.003 -0.122 -0.058 0.002 0.000 0.004 -0.063 0.003 0.013 -0.001 -0.006 -0.021 0.003 | -| Dbar_p | 0.452 0.033 0.006 -0.025 1.000 0.045 0.031 -0.044 -0.068 0.489 0.001 -0.022 0.123 0.062 0.004 0.004 0.161 -0.071 -0.004 -0.017 0.004 0.050 0.147 0.011 | -| rho_s | 0.010 0.662 0.009 -0.016 0.045 1.000 0.013 0.019 0.017 -0.014 -0.000 0.037 -0.227 0.013 -0.007 -0.000 0.015 0.020 -0.160 0.003 -0.004 0.271 0.010 -0.002 | -| bplus_2 | -0.033 0.032 -0.002 0.134 0.031 0.013 1.000 0.055 0.688 0.143 -0.001 -0.105 -0.132 0.020 0.032 0.002 -0.087 0.210 0.021 0.005 0.020 -0.111 -0.086 0.006 | -| p4040_s | -0.168 0.013 0.001 -0.133 -0.044 0.019 0.055 1.000 0.334 -0.015 0.008 -0.011 0.042 -0.274 0.002 -0.013 0.062 -0.117 -0.001 -0.017 0.006 0.012 0.044 -0.006 | -| Ctt | -0.154 0.017 -0.009 -0.141 -0.068 0.017 0.688 0.334 1.000 0.192 -0.001 -0.035 -0.140 -0.209 0.007 -0.010 -0.289 0.163 0.002 0.005 0.007 -0.020 0.050 0.021 | -| jpsi_p | 0.174 -0.023 -0.017 0.029 0.489 -0.014 0.143 -0.015 0.192 1.000 0.001 0.016 0.045 -0.007 -0.011 0.003 0.047 -0.012 0.007 0.117 0.005 -0.070 0.024 0.022 | -| p4160_p | -0.000 -0.000 -0.000 0.005 0.001 -0.000 -0.001 0.008 -0.001 0.001 1.000 0.000 -0.000 -0.004 -0.000 -0.002 -0.000 0.001 -0.000 -0.001 -0.000 -0.000 0.003 -0.000 | -| phi_s | -0.003 0.013 0.545 -0.003 -0.022 0.037 -0.105 -0.011 -0.035 0.016 0.000 1.000 0.009 -0.022 0.013 -0.000 -0.018 -0.029 -0.001 -0.002 -0.001 -0.012 -0.003 -0.000 | -| bplus_1 | 0.029 -0.125 -0.008 -0.122 0.123 -0.227 -0.132 0.042 -0.140 0.045 -0.000 0.009 1.000 0.008 0.022 -0.002 0.036 -0.038 0.036 0.004 -0.027 -0.922 0.082 -0.013 | -| p4040_p | 0.156 0.010 0.000 -0.058 0.062 0.013 0.020 -0.274 -0.209 -0.007 -0.004 -0.022 0.008 1.000 0.004 -0.005 0.077 0.055 0.005 0.080 0.013 0.024 -0.226 0.028 | -| rho_p | -0.002 -0.043 0.013 0.002 0.004 -0.007 0.032 0.002 0.007 -0.011 -0.000 0.013 0.022 0.004 1.000 0.000 0.003 0.007 0.005 0.000 0.000 -0.021 -0.000 0.000 | -| p4160_s | 0.007 0.000 -0.000 0.000 0.004 -0.000 0.002 -0.013 -0.010 0.003 -0.002 -0.000 -0.002 -0.005 0.000 1.000 0.002 0.008 0.000 0.003 0.000 0.000 -0.002 0.001 | -| p3770_s | -0.144 0.011 0.001 0.004 0.161 0.015 -0.087 0.062 -0.289 0.047 -0.000 -0.018 0.036 0.077 0.003 0.002 1.000 -0.016 0.003 0.058 -0.001 0.045 -0.437 0.024 | -| p4415_s | -0.016 0.017 -0.000 -0.063 -0.071 0.020 0.210 -0.117 0.163 -0.012 0.001 -0.029 -0.038 0.055 0.007 0.008 -0.016 1.000 0.003 0.004 0.013 0.023 -0.107 0.008 | -| omega_s | -0.001 -0.559 0.032 0.003 -0.004 -0.160 0.021 -0.001 0.002 0.007 -0.000 -0.001 0.036 0.005 0.005 0.000 0.003 0.003 1.000 -0.001 0.001 -0.040 0.002 0.000 | -| DDstar_p | 0.052 0.003 0.001 0.013 -0.017 0.003 0.005 -0.017 0.005 0.117 -0.001 -0.002 0.004 0.080 0.000 0.003 0.058 0.004 -0.001 1.000 0.003 0.006 0.053 -0.001 | -| DDstar_s | -0.008 -0.002 -0.000 -0.001 0.004 -0.004 0.020 0.006 0.007 0.005 -0.000 -0.001 -0.027 0.013 0.000 0.000 -0.001 0.013 0.001 0.003 1.000 0.000 0.010 -0.001 | -| bplus_0 | 0.029 0.149 0.018 -0.006 0.050 0.271 -0.111 0.012 -0.020 -0.070 -0.000 -0.012 -0.922 0.024 -0.021 0.000 0.045 0.023 -0.040 0.006 0.000 1.000 -0.003 0.001 | -| psi2s_p | 0.149 0.004 0.000 -0.021 0.147 0.010 -0.086 0.044 0.050 0.024 0.003 -0.003 0.082 -0.226 -0.000 -0.002 -0.437 -0.107 0.002 0.053 0.010 -0.003 1.000 0.023 | -| Dbar_s | 0.009 -0.001 0.000 0.003 0.011 -0.002 0.006 -0.006 0.021 0.022 -0.000 -0.000 -0.013 0.028 0.000 0.001 0.024 0.008 0.000 -0.001 -0.001 0.001 0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09874480585100853}), (, {'error': 0.3089431455059244}), (, {'error': 0.21775773239977614}), (, {'error': 0.4078571109999065}), (, {'error': 0.2564039338037043}), (, {'error': 0.40775144305489164}), (, {'error': 0.06753645124180518}), (, {'error': 0.15800578484973515}), (, {'error': 2.7664602576459556}), (, {'error': 0.02855138432285953}), (, {'error': 0.010688980676591964}), (, {'error': 0.9507780778432942}), (, {'error': 0.0330916142518447}), (, {'error': 0.14324393547533054}), (, {'error': 0.10908057779707114}), (, {'error': 0.014874199588440884}), (, {'error': 0.2254281484327736}), (, {'error': 0.1824937199541181}), (, {'error': 3.9016736994218424}), (, {'error': 0.15630398135271228}), (, {'error': 0.01314636326048585}), (, {'error': 0.017957310330843024}), (, {'error': 0.03197173929370134}), (, {'error': 0.015701777282192908})]) -Toy 20/25 -Time taken: 1 h, 51 min -Projected time left: 27 min, 45 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1278 (1278 total) | -| EDM = 6.15E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297347.45634088834 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -0.07 | 0.44 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.40 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -1.15 | 0.29 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.42 | 0.30 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.15 | 0.09 | | | -2 | 2 | | -| 7 | p4040_s | 1.07 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.13 | 0.21 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.638 | 0.026 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.17 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 15.9 | 1.7 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 13| p4040_p | -2.24 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.36 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.63 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.22 | 0.20 | | |0.126447 | 2.35355 | | -| 18| omega_s | 4 | 4 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -1.22 | 0.31 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.496 | 0.022 | | | -2 | 2 | | -| 22| psi2s_p | 1.928 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.001 -0.010 0.049 0.331 0.028 -0.105 -0.137 -0.246 0.077 0.242 -0.008 0.113 0.188 -0.017 -0.064 -0.223 -0.060 -0.013 0.270 0.020 0.042 0.001 0.027 | -| omega_p | 0.001 1.000 -0.012 0.000 0.001 0.029 0.000 0.000 0.001 0.003 0.000 -0.013 -0.005 0.000 0.034 0.001 0.001 0.001 -0.125 0.002 -0.000 0.007 0.001 -0.000 | -| phi_p | -0.010 -0.012 1.000 0.001 -0.001 0.056 0.020 0.004 -0.002 -0.059 -0.007 0.892 0.018 -0.004 0.244 0.004 -0.003 -0.000 0.022 -0.005 0.000 -0.010 -0.008 0.000 | -| p4415_p | 0.049 0.000 0.001 1.000 -0.071 -0.000 0.186 -0.187 -0.000 -0.029 0.278 -0.011 -0.074 0.165 0.059 -0.152 -0.020 -0.163 0.009 -0.022 0.026 0.020 -0.108 0.014 | -| Dbar_p | 0.331 0.001 -0.001 -0.071 1.000 0.038 -0.077 -0.098 -0.296 0.237 0.054 -0.004 0.178 -0.019 0.020 -0.053 -0.011 0.050 -0.008 -0.076 0.004 0.038 0.000 0.017 | -| rho_s | 0.028 0.029 0.056 -0.000 0.038 1.000 -0.006 0.009 -0.004 0.016 0.006 0.048 -0.143 0.002 0.219 0.018 0.018 0.022 -0.359 0.062 -0.000 0.223 0.008 -0.000 | -| bplus_2 | -0.105 0.000 0.020 0.186 -0.077 -0.006 1.000 0.109 0.682 0.091 -0.053 -0.028 -0.306 -0.054 0.275 0.131 -0.067 -0.129 0.050 -0.250 0.006 0.019 0.003 0.003 | -| p4040_s | -0.137 0.000 0.004 -0.187 -0.098 0.009 0.109 1.000 0.333 -0.039 -0.549 -0.008 0.009 -0.230 0.059 0.169 0.101 0.220 0.007 -0.121 0.005 0.026 -0.036 0.000 | -| Ctt | -0.246 0.001 -0.002 -0.000 -0.296 -0.004 0.682 0.333 1.000 0.207 -0.393 -0.021 -0.163 -0.322 0.108 0.277 -0.128 0.176 0.017 -0.106 -0.002 -0.002 0.206 0.005 | -| jpsi_p | 0.077 0.003 -0.059 -0.029 0.237 0.016 0.091 -0.039 0.207 1.000 -0.012 -0.042 0.065 -0.069 -0.108 -0.029 -0.015 -0.010 -0.033 0.182 0.046 -0.040 -0.012 0.037 | -| p4160_p | 0.242 0.000 -0.007 0.278 0.054 0.006 -0.053 -0.549 -0.393 -0.012 1.000 -0.007 0.008 0.314 -0.004 -0.203 -0.022 -0.106 -0.004 0.234 0.040 0.020 -0.155 0.027 | -| phi_s | -0.008 -0.013 0.892 -0.011 -0.004 0.048 -0.028 -0.008 -0.021 -0.042 -0.007 1.000 0.027 -0.006 0.249 -0.010 -0.010 -0.000 0.042 0.000 0.000 -0.021 -0.008 0.000 | -| bplus_1 | 0.113 -0.005 0.018 -0.074 0.178 -0.143 -0.306 0.009 -0.163 0.065 0.008 0.027 1.000 0.001 0.022 0.022 0.063 0.136 0.054 0.343 -0.004 -0.839 0.038 -0.002 | -| p4040_p | 0.188 0.000 -0.004 0.165 -0.019 0.002 -0.054 -0.230 -0.322 -0.069 0.314 -0.006 0.001 1.000 0.003 0.252 -0.077 -0.038 -0.001 0.137 0.024 0.016 -0.220 0.020 | -| rho_p | -0.017 0.034 0.244 0.059 0.020 0.219 0.275 0.059 0.108 -0.108 -0.004 0.249 0.022 0.003 1.000 0.073 0.029 0.001 0.269 -0.013 0.000 -0.003 -0.000 0.001 | -| p4160_s | -0.064 0.001 0.004 -0.152 -0.053 0.018 0.131 0.169 0.277 -0.029 -0.203 -0.010 0.022 0.252 0.073 1.000 0.032 0.344 0.007 -0.048 0.006 0.046 -0.057 0.002 | -| p3770_s | -0.223 0.001 -0.003 -0.020 -0.011 0.018 -0.067 0.101 -0.128 -0.015 -0.022 -0.010 0.063 -0.077 0.029 0.032 1.000 0.038 -0.001 0.159 0.019 0.051 -0.399 0.020 | -| p4415_s | -0.060 0.001 -0.000 -0.163 0.050 0.022 -0.129 0.220 0.176 -0.010 -0.106 -0.000 0.136 -0.038 0.001 0.344 0.038 1.000 -0.006 -0.001 -0.002 0.023 0.044 -0.002 | -| omega_s | -0.013 -0.125 0.022 0.009 -0.008 -0.359 0.050 0.007 0.017 -0.033 -0.004 0.042 0.054 -0.001 0.269 0.007 -0.001 -0.006 1.000 -0.020 0.000 -0.072 -0.004 0.000 | -| DDstar_p | 0.270 0.002 -0.005 -0.022 -0.076 0.062 -0.250 -0.121 -0.106 0.182 0.234 0.000 0.343 0.137 -0.013 -0.048 0.159 -0.001 -0.020 1.000 0.025 0.035 0.009 0.002 | -| DDstar_s | 0.020 -0.000 0.000 0.026 0.004 -0.000 0.006 0.005 -0.002 0.046 0.040 0.000 -0.004 0.024 0.000 0.006 0.019 -0.002 0.000 0.025 1.000 0.000 0.022 -0.001 | -| bplus_0 | 0.042 0.007 -0.010 0.020 0.038 0.223 0.019 0.026 -0.002 -0.040 0.020 -0.021 -0.839 0.016 -0.003 0.046 0.051 0.023 -0.072 0.035 0.000 1.000 -0.001 0.001 | -| psi2s_p | 0.001 0.001 -0.008 -0.108 0.000 0.008 0.003 -0.036 0.206 -0.012 -0.155 -0.008 0.038 -0.220 -0.000 -0.057 -0.399 0.044 -0.004 0.009 0.022 -0.001 1.000 0.022 | -| Dbar_s | 0.027 -0.000 0.000 0.014 0.017 -0.000 0.003 0.000 0.005 0.037 0.027 0.000 -0.002 0.020 0.001 0.002 0.020 -0.002 0.000 0.002 -0.001 0.001 0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0950415399052309}), (, {'error': 0.22718382068511023}), (, {'error': 0.4443459610881}), (, {'error': 0.17302388659296075}), (, {'error': 0.292396686504925}), (, {'error': 0.2992423536094283}), (, {'error': 0.09268102072762519}), (, {'error': 0.1710074802758974}), (, {'error': 0.2061783032923553}), (, {'error': 0.026220908291079148}), (, {'error': 0.08961295917268552}), (, {'error': 1.6523848168692687}), (, {'error': 0.04441191583846382}), (, {'error': 0.17772181148822264}), (, {'error': 0.25871423506881186}), (, {'error': 0.16918156311663068}), (, {'error': 0.23038865145402276}), (, {'error': 0.19603434880149195}), (, {'error': 3.6800904857333516}), (, {'error': 0.3111726687301317}), (, {'error': 0.018239051294828057}), (, {'error': 0.022162835000627323}), (, {'error': 0.03147751853765435}), (, {'error': 0.014701948971789058})]) -Toy 21/25 -Time taken: 1 h, 56 min -Projected time left: 22 min, 12 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1357 (1357 total) | -| EDM = 0.00026 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297380.0671719261 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.78 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.79 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -5.73 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.01 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 0.17 | 0.81 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.08 | 0.08 | | | -2 | 2 | | -| 7 | p4040_s | 1.02 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | 0.12 | 0.19 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.14 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 22.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.90 | 0.06 | | | -2 | 2 | | -| 13| p4040_p | -2.52 | 0.22 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 5.98 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.32 | 0.16 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.41 | 0.29 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.08 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 8.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -0.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.435 | 0.029 | | | -2 | 2 | | -| 22| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.006 0.009 0.238 -0.412 -0.025 0.069 -0.159 -0.003 0.365 0.424 0.016 -0.023 0.406 -0.016 -0.029 0.151 -0.113 0.006 0.033 0.070 0.038 0.290 0.003 | -| omega_p | -0.006 1.000 0.056 0.005 0.008 0.458 0.001 0.012 -0.003 0.010 0.000 0.026 0.130 0.001 -0.018 0.010 -0.000 0.009 0.556 -0.021 0.007 -0.147 0.002 0.020 | -| phi_p | 0.009 0.056 1.000 -0.002 -0.011 0.002 0.050 -0.010 -0.009 -0.003 0.010 0.729 0.012 0.006 -0.207 -0.011 0.004 -0.003 -0.024 -0.006 -0.000 -0.008 0.005 -0.006 | -| p4415_p | 0.238 0.005 -0.002 1.000 -0.166 0.008 -0.074 -0.251 -0.046 0.276 0.486 -0.019 0.065 0.340 0.030 -0.154 0.203 -0.212 -0.005 -0.176 -0.057 -0.039 0.103 -0.160 | -| Dbar_p | -0.412 0.008 -0.011 -0.166 1.000 0.036 -0.078 0.146 -0.329 -0.527 -0.360 -0.020 -0.163 -0.420 0.022 0.069 -0.545 0.087 -0.011 -0.649 -0.118 0.027 -0.452 0.436 | -| rho_s | -0.025 0.458 0.002 0.008 0.036 1.000 -0.017 0.035 -0.012 0.024 -0.011 -0.069 0.300 -0.008 0.214 0.030 -0.010 0.026 -0.057 -0.050 0.017 -0.346 -0.002 0.057 | -| bplus_2 | 0.069 0.001 0.050 -0.074 -0.078 -0.017 1.000 -0.051 -0.593 0.300 0.132 0.138 -0.197 0.108 -0.252 -0.083 0.144 0.092 0.039 -0.131 0.065 0.023 0.052 0.043 | -| p4040_s | -0.159 0.012 -0.010 -0.251 0.146 0.035 -0.051 1.000 0.260 -0.131 -0.465 -0.034 -0.023 -0.265 0.044 0.040 0.008 0.203 -0.011 -0.051 -0.060 -0.047 -0.064 -0.012 | -| Ctt | -0.003 -0.003 -0.009 -0.046 -0.329 -0.012 -0.593 0.260 1.000 -0.137 -0.221 -0.045 0.134 -0.118 0.096 0.187 0.046 0.176 -0.013 0.353 0.045 0.007 0.331 -0.374 | -| jpsi_p | 0.365 0.010 -0.003 0.276 -0.527 0.024 0.300 -0.131 -0.137 1.000 0.537 -0.017 0.068 0.452 -0.022 -0.067 0.499 -0.127 -0.006 -0.072 -0.015 -0.110 0.383 -0.189 | -| p4160_p | 0.424 0.000 0.010 0.486 -0.360 -0.011 0.132 -0.465 -0.221 0.537 1.000 0.014 0.031 0.517 -0.021 -0.115 0.359 -0.157 0.005 -0.221 -0.006 -0.011 0.226 -0.168 | -| phi_s | 0.016 0.026 0.729 -0.019 -0.020 -0.069 0.138 -0.034 -0.045 -0.017 0.014 1.000 -0.096 0.003 -0.154 -0.041 -0.001 -0.012 0.016 0.005 -0.003 0.108 0.002 -0.025 | -| bplus_1 | -0.023 0.130 0.012 0.065 -0.163 0.300 -0.197 -0.023 0.134 0.068 0.031 -0.096 1.000 0.052 -0.039 -0.019 0.041 -0.078 -0.039 0.174 -0.041 -0.944 0.043 -0.162 | -| p4040_p | 0.406 0.001 0.006 0.340 -0.420 -0.008 0.108 -0.265 -0.118 0.452 0.517 0.003 0.052 1.000 -0.008 0.241 0.316 -0.074 0.003 -0.054 0.015 -0.027 0.156 -0.232 | -| rho_p | -0.016 -0.018 -0.207 0.030 0.022 0.214 -0.252 0.044 0.096 -0.022 -0.021 -0.154 -0.039 -0.008 1.000 0.057 -0.000 0.009 -0.016 0.002 -0.001 0.035 -0.005 0.025 | -| p4160_s | -0.029 0.010 -0.011 -0.154 0.069 0.030 -0.083 0.040 0.187 -0.067 -0.115 -0.041 -0.019 0.241 0.057 1.000 -0.002 0.327 -0.013 -0.067 -0.040 -0.041 -0.063 -0.039 | -| p3770_s | 0.151 -0.000 0.004 0.203 -0.545 -0.010 0.144 0.008 0.046 0.499 0.359 -0.001 0.041 0.316 -0.000 -0.002 1.000 -0.057 0.002 0.102 0.049 -0.027 0.065 -0.281 | -| p4415_s | -0.113 0.009 -0.003 -0.212 0.087 0.026 0.092 0.203 0.176 -0.127 -0.157 -0.012 -0.078 -0.074 0.009 0.327 -0.057 1.000 -0.005 0.022 -0.011 -0.022 -0.027 0.059 | -| omega_s | 0.006 0.556 -0.024 -0.005 -0.011 -0.057 0.039 -0.011 -0.013 -0.006 0.005 0.016 -0.039 0.003 -0.016 -0.013 0.002 -0.005 1.000 0.005 -0.002 0.043 0.001 -0.012 | -| DDstar_p | 0.033 -0.021 -0.006 -0.176 -0.649 -0.050 -0.131 -0.051 0.353 -0.072 -0.221 0.005 0.174 -0.054 0.002 -0.067 0.102 0.022 0.005 1.000 0.125 0.010 0.090 -0.271 | -| DDstar_s | 0.070 0.007 -0.000 -0.057 -0.118 0.017 0.065 -0.060 0.045 -0.015 -0.006 -0.003 -0.041 0.015 -0.001 -0.040 0.049 -0.011 -0.002 0.125 1.000 -0.016 0.008 -0.088 | -| bplus_0 | 0.038 -0.147 -0.008 -0.039 0.027 -0.346 0.023 -0.047 0.007 -0.110 -0.011 0.108 -0.944 -0.027 0.035 -0.041 -0.027 -0.022 0.043 0.010 -0.016 1.000 -0.023 -0.022 | -| psi2s_p | 0.290 0.002 0.005 0.103 -0.452 -0.002 0.052 -0.064 0.331 0.383 0.226 0.002 0.043 0.156 -0.005 -0.063 0.065 -0.027 0.001 0.090 0.008 -0.023 1.000 -0.236 | -| Dbar_s | 0.003 0.020 -0.006 -0.160 0.436 0.057 0.043 -0.012 -0.374 -0.189 -0.168 -0.025 -0.162 -0.232 0.025 -0.039 -0.281 0.059 -0.012 -0.271 -0.088 -0.022 -0.236 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14012378127785796}), (, {'error': 0.22061662756420208}), (, {'error': 0.23458142553378236}), (, {'error': 0.21120873311193122}), (, {'error': 0.8083456010176158}), (, {'error': 0.34574487711634394}), (, {'error': 0.08318876756876314}), (, {'error': 0.17304871712876885}), (, {'error': 0.19027120555670263}), (, {'error': 0.03546236795093716}), (, {'error': 0.13457385297848745}), (, {'error': 1.223228292645107}), (, {'error': 0.06160734629076625}), (, {'error': 0.22454129257232225}), (, {'error': 0.3062273045211743}), (, {'error': 0.16431981605438728}), (, {'error': 0.28799969602964515}), (, {'error': 0.1923115786757375}), (, {'error': 1.0408124556920457}), (, {'error': 0.6146137898737174}), (, {'error': 0.08358026811891328}), (, {'error': 0.029039576990008475}), (, {'error': 0.03704699055548044}), (, {'error': 0.4746079128359293})]) -Toy 22/25 -Time taken: 2 h, 2 min -Projected time left: 16 min, 45 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1635 (1635 total) | -| EDM = 0.000769 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297411.7973363429 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.21 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 5.83 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | 4.08 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -3.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 0.55 | 0.27 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.21 | 0.05 | | | -2 | 2 | | -| 7 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.32 | 0.19 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.669 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.10 | 0.08 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.0 | 0.7 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.903 | 0.011 | | | -2 | 2 | | -| 13| p4040_p | -2.62 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.18 | 0.13 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.30 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.20 | 0.16 | | |0.126447 | 2.35355 | | -| 18| omega_s | 4.6 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | 5.29 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.478 | 0.006 | | | -2 | 2 | | -| 22| psi2s_p | 1.793 | 0.027 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.44 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.000 -0.000 0.023 0.409 -0.002 -0.118 -0.132 0.175 0.078 0.207 0.001 0.040 0.242 -0.005 -0.089 0.031 -0.124 0.000 0.025 0.231 0.042 0.078 0.231 | -| omega_p | 0.000 1.000 -0.002 -0.001 -0.001 0.043 -0.005 -0.001 -0.001 -0.001 -0.001 -0.006 -0.001 -0.002 0.029 -0.001 -0.002 0.001 -0.215 -0.001 -0.000 0.002 -0.001 -0.002 | -| phi_p | -0.000 -0.002 1.000 0.004 0.004 0.028 0.014 0.003 -0.000 0.003 0.004 0.414 0.006 0.004 0.046 0.003 0.004 -0.000 -0.022 -0.000 -0.001 0.011 0.004 0.002 | -| p4415_p | 0.023 -0.001 0.004 1.000 -0.138 -0.007 0.152 0.014 -0.137 0.156 0.229 -0.009 -0.075 0.061 0.019 -0.037 -0.035 -0.011 0.002 -0.158 -0.220 -0.063 0.017 -0.136 | -| Dbar_p | 0.409 -0.001 0.004 -0.138 1.000 -0.017 -0.438 -0.397 0.638 0.025 0.214 0.009 0.005 0.426 0.004 -0.272 0.499 -0.277 0.011 0.494 0.772 -0.007 0.231 0.745 | -| rho_s | -0.002 0.043 0.028 -0.007 -0.017 1.000 0.034 0.012 -0.030 -0.004 -0.020 0.019 0.030 -0.028 0.066 0.009 -0.028 0.019 -0.381 -0.032 -0.025 0.109 -0.014 -0.042 | -| bplus_2 | -0.118 -0.005 0.014 0.152 -0.438 0.034 1.000 0.245 -0.324 0.011 -0.092 -0.067 -0.020 -0.285 0.123 0.186 -0.361 0.138 -0.011 -0.182 -0.545 -0.003 -0.163 -0.599 | -| p4040_s | -0.132 -0.001 0.003 0.014 -0.397 0.012 0.245 1.000 -0.271 0.130 -0.307 -0.013 0.050 -0.266 0.014 0.118 -0.169 0.220 -0.007 -0.153 -0.479 0.056 -0.064 -0.425 | -| Ctt | 0.175 -0.001 -0.000 -0.137 0.638 -0.030 -0.324 -0.271 1.000 -0.191 0.063 0.010 -0.135 0.356 0.002 -0.146 0.483 -0.184 0.014 0.268 0.807 -0.136 0.258 0.849 | -| jpsi_p | 0.078 -0.001 0.003 0.156 0.025 -0.004 0.011 0.130 -0.191 1.000 0.201 -0.021 -0.012 0.067 0.020 0.061 0.075 0.019 -0.004 -0.149 -0.250 -0.003 0.207 -0.123 | -| p4160_p | 0.207 -0.001 0.004 0.229 0.214 -0.020 -0.092 -0.307 0.063 0.201 1.000 0.002 -0.116 0.241 0.008 -0.099 0.170 -0.028 0.008 -0.145 0.098 -0.108 0.116 0.198 | -| phi_s | 0.001 -0.006 0.414 -0.009 0.009 0.019 -0.067 -0.013 0.010 -0.021 0.002 1.000 -0.017 0.003 0.062 -0.015 0.001 -0.007 0.019 -0.001 0.011 -0.021 0.002 0.015 | -| bplus_1 | 0.040 -0.001 0.006 -0.075 0.005 0.030 -0.020 0.050 -0.135 -0.012 -0.116 -0.017 1.000 -0.120 0.040 0.045 -0.089 0.126 -0.006 -0.186 -0.053 -0.181 -0.056 -0.163 | -| p4040_p | 0.242 -0.002 0.004 0.061 0.426 -0.028 -0.285 -0.266 0.356 0.067 0.241 0.003 -0.120 1.000 0.012 0.100 0.303 -0.132 0.012 0.061 0.425 -0.115 0.089 0.511 | -| rho_p | -0.005 0.029 0.046 0.019 0.004 0.066 0.123 0.014 0.002 0.020 0.008 0.062 0.040 0.012 1.000 0.019 0.015 -0.000 0.236 0.016 0.001 0.020 0.005 0.003 | -| p4160_s | -0.089 -0.001 0.003 -0.037 -0.272 0.009 0.186 0.118 -0.146 0.061 -0.099 -0.015 0.045 0.100 0.019 1.000 -0.127 0.274 -0.005 -0.086 -0.309 0.053 -0.072 -0.262 | -| p3770_s | 0.031 -0.002 0.004 -0.035 0.499 -0.028 -0.361 -0.169 0.483 0.075 0.170 0.001 -0.089 0.303 0.015 -0.127 1.000 -0.184 0.013 0.141 0.524 -0.085 0.014 0.601 | -| p4415_s | -0.124 0.001 -0.000 -0.011 -0.277 0.019 0.138 0.220 -0.184 0.019 -0.028 -0.007 0.126 -0.132 -0.000 0.274 -0.184 1.000 -0.009 -0.036 -0.332 0.123 -0.063 -0.326 | -| omega_s | 0.000 -0.215 -0.022 0.002 0.011 -0.381 -0.011 -0.007 0.014 -0.004 0.008 0.019 -0.006 0.012 0.236 -0.005 0.013 -0.009 1.000 0.013 0.014 -0.031 0.006 0.021 | -| DDstar_p | 0.025 -0.001 -0.000 -0.158 0.494 -0.032 -0.182 -0.153 0.268 -0.149 -0.145 -0.001 -0.186 0.061 0.016 -0.086 0.141 -0.036 0.013 1.000 0.412 -0.172 0.007 0.341 | -| DDstar_s | 0.231 -0.000 -0.001 -0.220 0.772 -0.025 -0.545 -0.479 0.807 -0.250 0.098 0.011 -0.053 0.425 0.001 -0.309 0.524 -0.332 0.014 0.412 1.000 -0.061 0.110 0.954 | -| bplus_0 | 0.042 0.002 0.011 -0.063 -0.007 0.109 -0.003 0.056 -0.136 -0.003 -0.108 -0.021 -0.181 -0.115 0.020 0.053 -0.085 0.123 -0.031 -0.172 -0.061 1.000 -0.055 -0.166 | -| psi2s_p | 0.078 -0.001 0.004 0.017 0.231 -0.014 -0.163 -0.064 0.258 0.207 0.116 0.002 -0.056 0.089 0.005 -0.072 0.014 -0.063 0.006 0.007 0.110 -0.055 1.000 0.205 | -| Dbar_s | 0.231 -0.002 0.002 -0.136 0.745 -0.042 -0.599 -0.425 0.849 -0.123 0.198 0.015 -0.163 0.511 0.003 -0.262 0.601 -0.326 0.021 0.341 0.954 -0.166 0.205 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1085971547183151}), (, {'error': 0.2367204119603903}), (, {'error': 0.15524619006527818}), (, {'error': 0.1508872999227746}), (, {'error': 0.4315658121578454}), (, {'error': 0.27244062937970137}), (, {'error': 0.05482837155543896}), (, {'error': 0.14576942965396628}), (, {'error': 0.18826696379611696}), (, {'error': 0.02372917591320567}), (, {'error': 0.0840906645936732}), (, {'error': 0.7488462873081652}), (, {'error': 0.010579623221773193}), (, {'error': 0.17328112084392}), (, {'error': 0.4760659542153851}), (, {'error': 0.13403654864716064}), (, {'error': 0.24279095144659735}), (, {'error': 0.16018736737419126}), (, {'error': 0.8202203401722663}), (, {'error': 0.22021796083987066}), (, {'error': 0.3008406941046555}), (, {'error': 0.005624714964542532}), (, {'error': 0.027480657920658125}), (, {'error': 0.4388015626698042})]) -Toy 23/25 -Time taken: 2 h, 9 min -Projected time left: 11 min, 16 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1273 (1273 total) | -| EDM = 0.0013 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297341.775800462 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.89 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 0.79 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.00 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | -2.8 | 0.7 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | -0.14 | 0.07 | | | -2 | 2 | | -| 7 | p4040_s | 1.02 | 0.20 | | |0.00501244| 2.01499 | | -| 8 | Ctt | 0.34 | 0.17 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.18 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.9 | 1.5 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | -0.83 | 0.03 | | | -2 | 2 | | -| 13| p4040_p | 3.54 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.29 | 0.19 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 2.81 | 0.24 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | | -| 18| omega_s | 7.7 | 1.3 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -5.7 | 1.6 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | 0.26 | 0.08 | | | -0.3 | 0.3 | | -| 21| bplus_0 | 0.440 | 0.013 | | | -2 | 2 | | -| 22| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.031 -0.004 -0.233 -0.573 0.145 -0.199 -0.365 0.194 -0.250 -0.051 -0.003 0.394 -0.005 -0.014 -0.255 -0.041 -0.190 -0.012 -0.493 0.182 0.327 -0.075 -0.133 | -| omega_p | 0.031 1.000 0.044 -0.046 -0.050 0.357 -0.031 -0.032 0.025 -0.055 -0.037 0.055 0.039 -0.030 -0.031 -0.029 0.001 -0.013 0.716 -0.061 0.021 0.070 -0.027 -0.019 | -| phi_p | -0.004 0.044 1.000 0.007 0.004 -0.024 -0.009 0.005 0.004 -0.009 0.007 0.860 -0.013 0.004 -0.047 0.003 -0.002 0.002 -0.021 0.012 0.006 -0.010 0.004 0.004 | -| p4415_p | -0.233 -0.046 0.007 1.000 0.488 -0.215 0.365 0.248 -0.304 0.604 0.617 -0.001 -0.600 0.442 0.024 0.229 0.064 0.115 0.013 0.705 0.027 -0.469 0.321 0.227 | -| Dbar_p | -0.573 -0.050 0.004 0.488 1.000 -0.224 0.377 0.508 -0.401 0.417 0.273 0.003 -0.621 0.184 0.018 0.425 -0.242 0.261 0.016 0.827 0.095 -0.490 0.187 0.361 | -| rho_s | 0.145 0.357 -0.024 -0.215 -0.224 1.000 -0.099 -0.150 0.120 -0.227 -0.181 -0.036 0.204 -0.141 0.058 -0.133 0.006 -0.060 -0.052 -0.296 0.077 0.311 -0.130 -0.091 | -| bplus_2 | -0.199 -0.031 -0.009 0.365 0.377 -0.099 1.000 0.249 0.349 0.170 0.196 -0.064 -0.452 0.159 0.081 0.275 -0.063 0.084 -0.035 0.387 -0.106 -0.312 0.160 0.153 | -| p4040_s | -0.365 -0.032 0.005 0.248 0.508 -0.150 0.249 1.000 0.018 0.387 0.002 -0.004 -0.415 0.097 0.020 0.258 0.061 0.241 0.008 0.568 -0.085 -0.320 0.249 0.199 | -| Ctt | 0.194 0.025 0.004 -0.304 -0.401 0.120 0.349 0.018 1.000 -0.369 -0.377 -0.015 0.250 -0.264 0.014 -0.018 -0.007 0.084 -0.022 -0.368 -0.082 0.205 0.095 -0.232 | -| jpsi_p | -0.250 -0.055 -0.009 0.604 0.417 -0.227 0.170 0.387 -0.369 1.000 0.615 -0.016 -0.589 0.501 0.018 0.361 0.208 0.165 0.009 0.759 0.042 -0.457 0.471 0.262 | -| p4160_p | -0.051 -0.037 0.007 0.617 0.273 -0.181 0.196 0.002 -0.377 0.615 1.000 0.005 -0.484 0.473 0.013 0.206 0.144 0.142 0.015 0.575 0.161 -0.380 0.310 0.181 | -| phi_s | -0.003 0.055 0.860 -0.001 0.003 -0.036 -0.064 -0.004 -0.015 -0.016 0.005 1.000 -0.011 -0.003 -0.031 -0.011 -0.012 -0.004 0.012 0.011 0.005 -0.018 0.002 0.001 | -| bplus_1 | 0.394 0.039 -0.013 -0.600 -0.621 0.204 -0.452 -0.415 0.250 -0.589 -0.484 -0.011 1.000 -0.381 -0.007 -0.380 0.021 -0.163 -0.021 -0.798 0.211 0.201 -0.348 -0.250 | -| p4040_p | -0.005 -0.030 0.004 0.442 0.184 -0.141 0.159 0.097 -0.264 0.501 0.473 -0.003 -0.381 1.000 0.015 0.461 0.115 0.161 0.008 0.467 0.078 -0.289 0.197 0.123 | -| rho_p | -0.014 -0.031 -0.047 0.024 0.018 0.058 0.081 0.020 0.014 0.018 0.013 -0.031 -0.007 0.015 1.000 0.024 0.007 0.010 0.022 0.022 -0.007 -0.024 0.010 0.009 | -| p4160_s | -0.255 -0.029 0.003 0.229 0.425 -0.133 0.275 0.258 -0.018 0.361 0.206 -0.011 -0.380 0.461 0.024 1.000 0.019 0.364 0.002 0.518 -0.052 -0.279 0.189 0.169 | -| p3770_s | -0.041 0.001 -0.002 0.064 -0.242 0.006 -0.063 0.061 -0.007 0.208 0.144 -0.012 0.021 0.115 0.007 0.019 1.000 -0.005 -0.006 -0.005 0.088 0.043 -0.127 -0.052 | -| p4415_s | -0.190 -0.013 0.002 0.115 0.261 -0.060 0.084 0.241 0.084 0.165 0.142 -0.004 -0.163 0.161 0.010 0.364 -0.005 1.000 0.002 0.287 -0.079 -0.119 0.122 0.106 | -| omega_s | -0.012 0.716 -0.021 0.013 0.016 -0.052 -0.035 0.008 -0.022 0.009 0.015 0.012 -0.021 0.008 0.022 0.002 -0.006 0.002 1.000 0.026 -0.003 -0.026 0.010 0.006 | -| DDstar_p | -0.493 -0.061 0.012 0.705 0.827 -0.296 0.387 0.568 -0.368 0.759 0.575 0.011 -0.798 0.467 0.022 0.518 -0.005 0.287 0.026 1.000 -0.013 -0.638 0.445 0.370 | -| DDstar_s | 0.182 0.021 0.006 0.027 0.095 0.077 -0.106 -0.085 -0.082 0.042 0.161 0.005 0.211 0.078 -0.007 -0.052 0.088 -0.079 -0.003 -0.013 1.000 0.166 0.004 -0.037 | -| bplus_0 | 0.327 0.070 -0.010 -0.469 -0.490 0.311 -0.312 -0.320 0.205 -0.457 -0.380 -0.018 0.201 -0.289 -0.024 -0.279 0.043 -0.119 -0.026 -0.638 0.166 1.000 -0.277 -0.196 | -| psi2s_p | -0.075 -0.027 0.004 0.321 0.187 -0.130 0.160 0.249 0.095 0.471 0.310 0.002 -0.348 0.197 0.010 0.189 -0.127 0.122 0.010 0.445 0.004 -0.277 1.000 0.127 | -| Dbar_s | -0.133 -0.019 0.004 0.227 0.361 -0.091 0.153 0.199 -0.232 0.262 0.181 0.001 -0.250 0.123 0.009 0.169 -0.052 0.106 0.006 0.370 -0.037 -0.196 0.127 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.125029495196757}), (, {'error': 0.3039010869914942}), (, {'error': 0.37014876807129804}), (, {'error': 0.272815808532588}), (, {'error': 0.70774545807857}), (, {'error': 0.3429354356483875}), (, {'error': 0.06931582317088159}), (, {'error': 0.20133089839184898}), (, {'error': 0.16674548910500375}), (, {'error': 0.04415765272951555}), (, {'error': 0.1315273284265126}), (, {'error': 1.4887420519473622}), (, {'error': 0.03291783193840314}), (, {'error': 0.21119130016813514}), (, {'error': 0.213237379887242}), (, {'error': 0.18590030057166462}), (, {'error': 0.23768441120114292}), (, {'error': 0.19055278135876547}), (, {'error': 1.2926710908120485}), (, {'error': 1.6344337820773918}), (, {'error': 0.08028745002435617}), (, {'error': 0.013202572530016665}), (, {'error': 0.03711791558531896}), (, {'error': 0.08573305386334329})]) -Toy 24/25 -Time taken: 2 h, 15 min -Projected time left: 5 min, 39 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1603 (1603 total) | -| EDM = 7.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297071.387745972 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.67 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | phi_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4415_p | -2.45 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | Dbar_p | 1.86 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | bplus_2 | 0.40 | 0.08 | | | -2 | 2 | | -| 7 | p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | Ctt | -0.73 | 0.20 | | | -1.5 | 1.5 | | -| 9 | jpsi_p | -1.631 | 0.024 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.06 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| bplus_1 | 0.68 | 0.05 | | | -2 | 2 | | -| 13| p4040_p | -2.26 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| rho_p | -0.81 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| p4160_s | 2.42 | 0.17 | | | 0.71676 | 3.68324 | | -| 16| p3770_s | 3.49 | 0.23 | | |0.918861 | 4.08114 | | -| 17| p4415_s | 1.48 | 0.20 | | |0.126447 | 2.35355 | | -| 18| omega_s | 6.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| DDstar_p | -4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 21| bplus_0 | -0.374 | 0.027 | | | -2 | 2 | | -| 22| psi2s_p | 1.909 | 0.031 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p omega_p phi_p p4415_p Dbar_p rho_s bplus_2 p4040_s Ctt jpsi_p p4160_p phi_s bplus_1 p4040_p rho_p p4160_s p3770_s p4415_s omega_s DDstar_p DDstar_s bplus_0 psi2s_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.000 -0.001 0.000 0.288 -0.015 0.082 -0.160 -0.242 0.012 0.169 0.013 -0.162 0.137 -0.019 -0.072 -0.256 -0.053 0.008 0.195 0.034 0.088 -0.026 0.039 | -| omega_p | -0.000 1.000 -0.002 0.000 0.000 0.010 0.003 0.000 0.000 0.002 0.000 -0.007 0.008 0.000 0.030 0.000 0.000 0.000 -0.140 0.001 -0.000 -0.009 0.001 -0.000 | -| phi_p | -0.001 -0.002 1.000 0.001 0.000 -0.008 -0.008 0.001 0.002 -0.006 -0.000 0.159 -0.004 -0.000 0.029 0.002 0.000 -0.000 0.004 -0.001 -0.000 0.004 -0.001 0.000 | -| p4415_p | 0.000 0.000 0.001 1.000 -0.089 0.000 -0.217 -0.130 0.055 -0.025 0.279 -0.038 0.156 0.165 0.064 -0.075 -0.016 -0.192 -0.011 -0.178 0.021 -0.080 -0.070 0.013 | -| Dbar_p | 0.288 0.000 0.000 -0.089 1.000 0.018 0.051 -0.083 -0.313 0.192 -0.020 -0.019 -0.127 -0.090 0.038 -0.061 -0.070 0.076 -0.013 -0.165 -0.001 0.010 -0.041 0.023 | -| rho_s | -0.015 0.010 -0.008 0.000 0.018 1.000 0.174 0.006 -0.030 -0.003 -0.002 -0.108 0.383 0.005 0.150 -0.003 -0.006 0.007 -0.513 0.051 0.001 -0.448 0.011 -0.001 | -| bplus_2 | 0.082 0.003 -0.008 -0.217 0.051 0.174 1.000 -0.127 -0.663 -0.173 -0.002 0.083 -0.051 0.013 -0.244 -0.155 0.049 0.145 -0.047 0.268 0.009 -0.168 -0.044 0.001 | -| p4040_s | -0.160 0.000 0.001 -0.130 -0.083 0.006 -0.127 1.000 0.354 -0.002 -0.526 -0.036 0.055 -0.206 0.063 0.114 0.106 0.211 -0.012 -0.172 -0.004 -0.054 0.011 -0.004 | -| Ctt | -0.242 0.000 0.002 0.055 -0.313 -0.030 -0.663 0.354 1.000 0.246 -0.339 -0.058 0.116 -0.256 0.111 0.280 -0.111 0.155 -0.009 -0.070 -0.008 -0.003 0.234 0.000 | -| jpsi_p | 0.012 0.002 -0.006 -0.025 0.192 -0.003 -0.173 -0.002 0.246 1.000 -0.068 0.034 -0.074 -0.105 -0.092 -0.013 -0.063 -0.001 0.001 -0.019 0.054 0.123 -0.020 0.047 | -| p4160_p | 0.169 0.000 -0.000 0.279 -0.020 -0.002 -0.002 -0.526 -0.339 -0.068 1.000 -0.001 0.062 0.233 -0.005 -0.160 -0.042 -0.136 0.000 0.040 0.044 -0.021 -0.155 0.028 | -| phi_s | 0.013 -0.007 0.159 -0.038 -0.019 -0.108 0.083 -0.036 -0.058 0.034 -0.001 1.000 -0.152 -0.009 0.022 -0.043 -0.018 0.002 0.089 -0.004 0.000 0.171 -0.009 -0.000 | -| bplus_1 | -0.162 0.008 -0.004 0.156 -0.127 0.383 -0.051 0.055 0.116 -0.074 0.062 -0.152 1.000 0.068 0.079 0.019 -0.041 -0.150 -0.197 -0.321 -0.017 -0.925 0.044 -0.006 | -| p4040_p | 0.137 0.000 -0.000 0.165 -0.090 0.005 0.013 -0.206 -0.256 -0.105 0.233 -0.009 0.068 1.000 0.009 0.295 -0.072 -0.040 -0.004 0.012 0.025 -0.043 -0.216 0.019 | -| rho_p | -0.019 0.030 0.029 0.064 0.038 0.150 -0.244 0.063 0.111 -0.092 -0.005 0.022 0.079 0.009 1.000 0.080 0.030 0.001 0.034 0.015 0.000 -0.113 0.008 0.001 | -| p4160_s | -0.072 0.000 0.002 -0.075 -0.061 -0.003 -0.155 0.114 0.280 -0.013 -0.160 -0.043 0.019 0.295 0.080 1.000 0.025 0.335 -0.011 -0.091 0.001 -0.036 -0.044 -0.000 | -| p3770_s | -0.256 0.000 0.000 -0.016 -0.070 -0.006 0.049 0.106 -0.111 -0.063 -0.042 -0.018 -0.041 -0.072 0.030 0.025 1.000 0.030 -0.003 0.088 0.027 -0.004 -0.433 0.025 | -| p4415_s | -0.053 0.000 -0.000 -0.192 0.076 0.007 0.145 0.211 0.155 -0.001 -0.136 0.002 -0.150 -0.040 0.001 0.335 0.030 1.000 -0.002 0.040 -0.001 0.039 0.044 -0.001 | -| omega_s | 0.008 -0.140 0.004 -0.011 -0.013 -0.513 -0.047 -0.012 -0.009 0.001 0.000 0.089 -0.197 -0.004 0.034 -0.011 -0.003 -0.002 1.000 -0.021 -0.000 0.226 -0.008 0.000 | -| DDstar_p | 0.195 0.001 -0.001 -0.178 -0.165 0.051 0.268 -0.172 -0.070 -0.019 0.040 -0.004 -0.321 0.012 0.015 -0.091 0.088 0.040 -0.021 1.000 0.042 0.051 -0.105 0.006 | -| DDstar_s | 0.034 -0.000 -0.000 0.021 -0.001 0.001 0.009 -0.004 -0.008 0.054 0.044 0.000 -0.017 0.025 0.000 0.001 0.027 -0.001 -0.000 0.042 1.000 0.006 0.020 -0.001 | -| bplus_0 | 0.088 -0.009 0.004 -0.080 0.010 -0.448 -0.168 -0.054 -0.003 0.123 -0.021 0.171 -0.925 -0.043 -0.113 -0.036 -0.004 0.039 0.226 0.051 0.006 1.000 -0.028 0.003 | -| psi2s_p | -0.026 0.001 -0.001 -0.070 -0.041 0.011 -0.044 0.011 0.234 -0.020 -0.155 -0.009 0.044 -0.216 0.008 -0.044 -0.433 0.044 -0.008 -0.105 0.020 -0.028 1.000 0.025 | -| Dbar_s | 0.039 -0.000 0.000 0.013 0.023 -0.001 0.001 -0.004 0.000 0.047 0.028 -0.000 -0.006 0.019 0.001 -0.000 0.025 -0.001 0.000 0.006 -0.001 0.003 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0916827081044378}), (, {'error': 0.15128786201357514}), (, {'error': 0.09793698591922384}), (, {'error': 0.14689307700821397}), (, {'error': 0.3062272546388689}), (, {'error': 0.3415787820651557}), (, {'error': 0.0755800443196637}), (, {'error': 0.1749881422830371}), (, {'error': 0.20479948960687527}), (, {'error': 0.02409026045847007}), (, {'error': 0.09147380232877556}), (, {'error': 0.9284257062506374}), (, {'error': 0.05420473269347781}), (, {'error': 0.19517379228161102}), (, {'error': 0.3112076015295342}), (, {'error': 0.1729946789333845}), (, {'error': 0.2312063112570275}), (, {'error': 0.2009042721019867}), (, {'error': 1.0279513443269885}), (, {'error': 0.33811965325855553}), (, {'error': 0.02336092912754989}), (, {'error': 0.027418677316856432}), (, {'error': 0.03134346941192412}), (, {'error': 0.018201488594962956})]) -Toy 25/25 -Time taken: 2 h, 22 min -Projected time left: -23/25 fits converged -Mean Ctt value = -0.5241656268050333 -Mean Ctt error = 0.4262525449655428 -95 Sensitivy = 0.0015262063495526579 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247866.out b/finished fits/ff1data1/slurm-2247866.out deleted file mode 100644 index 7f9699e..0000000 --- a/finished fits/ff1data1/slurm-2247866.out +++ /dev/null @@ -1,5527 +0,0 @@ -Simulation starting -2019-09-05 18:29:38.707567: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 18:29:39.063157: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 18:29:39.066984: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:29:39.088490: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:29:39.106192: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:29:39.128351: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:29:39.138306: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:29:39.144762: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:29:39.160895: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:29:39.169856: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:29:39.170558: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 18:29:39.201019: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 18:29:39.201605: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55d0a9096a30 executing computations on platform Host. Devices: -2019-09-05 18:29:39.201766: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 18:29:39.206007: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 18:29:39.206252: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:29:39.206290: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:29:39.206323: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:29:39.206352: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:29:39.206381: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:29:39.206413: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:29:39.206445: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:29:39.214245: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:29:39.214473: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:29:39.478855: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 18:29:39.478922: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 18:29:39.478938: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 18:29:39.489966: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:15:00.0, compute capability: 3.7) -2019-09-05 18:29:39.494526: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55d0a95f2fb0 executing computations on platform CUDA. Devices: -2019-09-05 18:29:39.494601: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 18:29:41.906020 139739903002368 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 18:29:41.985283 139739903002368 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 18:29:42.629707 139739903002368 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 18:30:12.004732: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 18:30:23.776364 139739903002368 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312588.0031822 Edm = 43.0837 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312588.0031822 Edm = 43.0837 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299031.3765217 Edm = 1.35942 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299026.4995252 Edm = 1.94774 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299015.003443 Edm = 13.1519 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298963.4187327 Edm = 44.3234 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297990.945224 Edm = 172.545 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297817.568488 Edm = 12.4108 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297811.7623472 Edm = 0.0277192 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297811.6040377 Edm = 0.110328 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297681.2655424 Edm = 2.08671 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297671.9340598 Edm = 0.0546726 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297671.4291938 Edm = 0.394382 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297657.9719097 Edm = 8.44574 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297633.5578914 Edm = 0.109434 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297633.4103615 Edm = 0.0163483 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297633.2725347 Edm = 0.113875 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297614.9166626 Edm = 10.9823 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297546.4568805 Edm = 1.00393 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297545.4205651 Edm = 0.0219381 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297545.3931983 Edm = 0.00584117 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297545.3750997 Edm = 0.0132799 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297544.7462874 Edm = 0.595135 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297528.8878439 Edm = 2.32804 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297525.85651 Edm = 0.612657 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297524.9757326 Edm = 0.256248 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297524.6358092 Edm = 0.0257639 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297524.6031006 Edm = 0.00200228 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297524.5979344 Edm = 0.00299507 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297524.528519 Edm = 0.0622257 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297519.8649942 Edm = 1.62497 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297515.6640845 Edm = 0.362335 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297515.2542857 Edm = 0.258863 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297514.821887 Edm = 0.214053 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297514.5692957 Edm = 0.302115 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297514.3187774 Edm = 0.023833 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297514.2893768 Edm = 0.00261057 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297514.2873172 Edm = 0.000562802 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297514.2813188 Edm = 0.00536363 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297513.8341905 Edm = 0.475159 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297512.9116064 Edm = 0.800682 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297507.9553035 Edm = 2.33095 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297506.4766191 Edm = 0.261701 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297506.2173506 Edm = 0.0267328 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297506.1939332 Edm = 0.00517768 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297506.1899984 Edm = 0.000599343 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297506.1883737 Edm = 0.000592048 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297506.1840748 Edm = 0.00258649 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297505.8239278 Edm = 0.315757 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297503.1225254 Edm = 0.854771 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297502.2819161 Edm = 0.164376 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297502.1090169 Edm = 0.0538628 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297502.0735005 Edm = 0.0112133 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297502.0664972 Edm = 0.00048968 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297502.0656265 Edm = 0.000382716 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297502.0590578 Edm = 0.00422642 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297501.9855181 Edm = 0.0563777 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297498.8238418 Edm = 1.6037 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297495.7120522 Edm = 3.3156 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297494.9328094 Edm = 2.35805 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297492.6731841 Edm = 1.15351 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297491.6317366 Edm = 1.41126 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297490.778315 Edm = 0.375386 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297490.4741793 Edm = 0.00967204 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297490.4654974 Edm = 0.00104847 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297490.4646348 Edm = 9.3404e-05 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297490.4640944 Edm = 0.000384095 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297490.4560887 Edm = 0.00872521 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297490.3662941 Edm = 0.111374 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297490.3624339 Edm = 0.0035435 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297490.0586276 Edm = 0.155998 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297489.7810907 Edm = 0.00603466 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297489.7751453 Edm = 7.42838e-05 NCalls = 230 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301904.2274213 Edm = 19.3235 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301904.2274213 Edm = 19.3235 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301395.3875606 Edm = 1.63763 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301390.2140321 Edm = 2.26132 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299392.1022214 Edm = 38.7667 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298143.3172994 Edm = 133.31 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298027.396349 Edm = 48.6299 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297996.3985135 Edm = 0.949745 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297994.6087323 Edm = 0.444033 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297962.6965279 Edm = 28.1631 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297516.0382503 Edm = 20.5521 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297478.0628883 Edm = 3.94477 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297474.3473559 Edm = 0.070064 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297474.2685013 Edm = 0.0199064 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297471.9863516 Edm = 4.06179 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297465.922978 Edm = 5.56787 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297390.4994542 Edm = 0.952912 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297389.5167006 Edm = 0.0530172 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297389.4132409 Edm = 0.0431955 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297335.096268 Edm = 22.8686 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297255.9331772 Edm = 15.4825 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297238.4308892 Edm = 1.28956 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297235.6307777 Edm = 1.05709 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297233.9157324 Edm = 0.171265 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297233.6843682 Edm = 0.0307457 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297233.634546 Edm = 0.00745588 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297233.5856997 Edm = 0.0388029 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297232.1640538 Edm = 1.27376 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297231.0713437 Edm = 2.08951 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297226.8918019 Edm = 2.9791 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297207.4744464 Edm = 27.7659 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297193.4511485 Edm = 6.06077 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297185.8349671 Edm = 3.7699 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297183.7459719 Edm = 0.39204 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297183.2717602 Edm = 0.0226078 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297183.2312276 Edm = 0.00579914 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297183.1880697 Edm = 0.0390517 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297182.6276297 Edm = 0.564341 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297174.1347273 Edm = 4.8814 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297160.6625359 Edm = 4.88501 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297158.3067772 Edm = 1.10561 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297156.9526761 Edm = 0.216391 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297156.7996741 Edm = 0.0261363 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297156.7694641 Edm = 0.00240496 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297156.762603 Edm = 0.0032018 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297156.7334997 Edm = 0.0181228 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297156.4231277 Edm = 0.279387 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297148.7186902 Edm = 0.977391 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297147.6359415 Edm = 0.0168623 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297147.619875 Edm = 0.00168505 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297147.6155254 Edm = 0.00274542 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297147.5736839 Edm = 0.0376928 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297145.962502 Edm = 1.3643 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297141.3524984 Edm = 0.165796 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297141.2236899 Edm = 0.0064944 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297141.2161621 Edm = 0.00142681 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297141.206957 Edm = 0.00624133 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297141.0768613 Edm = 0.138531 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297138.1593428 Edm = 2.48698 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297124.3462605 Edm = 1.90043 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297122.661906 Edm = 0.262475 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297122.4901541 Edm = 0.03817 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297122.4614748 Edm = 0.00740458 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297122.4540858 Edm = 0.00141109 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297122.4468041 Edm = 0.00570693 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297122.4057541 Edm = 0.0503847 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297121.342454 Edm = 0.955882 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297117.238398 Edm = 1.45588 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297115.2770646 Edm = 0.248937 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297114.9997478 Edm = 0.0243586 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297114.9761051 Edm = 0.00188009 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297114.9730767 Edm = 0.000553894 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297114.9721274 Edm = 0.000455282 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297114.9690495 Edm = 0.00253723 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297114.7091704 Edm = 0.203427 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297112.0115885 Edm = 0.148876 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297111.8471704 Edm = 0.00456774 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297111.842955 Edm = 0.000268332 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297111.8426581 Edm = 5.47448e-05 NCalls = 237 -VariableMetric: After Hessian - FCN = 297111.8426581 Edm = 597.18 NCalls = 708 -VariableMetric: Iteration # 78 - FCN = 297111.8426581 Edm = 597.18 NCalls = 708 -VariableMetric: Iteration # 79 - FCN = 297105.0766268 Edm = 257029 NCalls = 712 -VariableMetric: Iteration # 80 - FCN = 297105.018046 Edm = 3149.69 NCalls = 718 -VariableMetric: Iteration # 81 - FCN = 297104.7319714 Edm = 11523.4 NCalls = 722 -VariableMetric: Iteration # 82 - FCN = 297102.2281993 Edm = 5879.85 NCalls = 726 -VariableMetric: Iteration # 83 - FCN = 297101.8382359 Edm = 3203.01 NCalls = 730 -VariableMetric: Iteration # 84 - FCN = 297101.6899323 Edm = 3749.16 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297100.8986852 Edm = 1002.87 NCalls = 736 -VariableMetric: Iteration # 86 - FCN = 297100.6269048 Edm = 443.106 NCalls = 739 -VariableMetric: Iteration # 87 - FCN = 297100.3203557 Edm = 175.008 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297099.2037765 Edm = 253.224 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297098.2490383 Edm = 411.27 NCalls = 748 -VariableMetric: Iteration # 90 - FCN = 297097.188695 Edm = 133.438 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297096.883388 Edm = 90.067 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297095.8115969 Edm = 47.5892 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297094.6815264 Edm = 34.9565 NCalls = 757 -VariableMetric: Iteration # 94 - FCN = 297093.2006525 Edm = 25.0029 NCalls = 759 -VariableMetric: Iteration # 95 - FCN = 297092.1421651 Edm = 10.1093 NCalls = 761 -VariableMetric: Iteration # 96 - FCN = 297091.5979676 Edm = 18.4434 NCalls = 763 -VariableMetric: Iteration # 97 - FCN = 297091.2884157 Edm = 12.6655 NCalls = 765 -VariableMetric: Iteration # 98 - FCN = 297089.5060499 Edm = 17.0556 NCalls = 767 -VariableMetric: Iteration # 99 - FCN = 297087.5138272 Edm = 3.46391 NCalls = 769 -VariableMetric: Iteration # 100 - FCN = 297087.2617513 Edm = 1.58154 NCalls = 771 -VariableMetric: Iteration # 101 - FCN = 297087.1195337 Edm = 1.43001 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297086.8717791 Edm = 0.727927 NCalls = 775 -VariableMetric: Iteration # 103 - FCN = 297086.5572324 Edm = 0.226775 NCalls = 777 -VariableMetric: Iteration # 104 - FCN = 297086.4751754 Edm = 0.163943 NCalls = 779 -VariableMetric: Iteration # 105 - FCN = 297086.3823418 Edm = 0.0284531 NCalls = 781 -VariableMetric: Iteration # 106 - FCN = 297086.3649677 Edm = 0.0257314 NCalls = 783 -VariableMetric: Iteration # 107 - FCN = 297086.3471443 Edm = 0.00380789 NCalls = 785 -VariableMetric: Iteration # 108 - FCN = 297086.3427425 Edm = 0.00219701 NCalls = 787 -VariableMetric: Iteration # 109 - FCN = 297086.3417961 Edm = 0.000371778 NCalls = 789 -VariableMetric: Iteration # 110 - FCN = 297086.3414301 Edm = 2.43732e-05 NCalls = 791 -VariableMetric: After Hessian - FCN = 297086.3414301 Edm = 2.55251e-05 NCalls = 1280 -VariableMetric: Iteration # 111 - FCN = 297086.3414301 Edm = 2.55251e-05 NCalls = 1280 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306905.5151879 Edm = 3970.87 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306905.5151879 Edm = 3970.87 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302927.4737567 Edm = 83.2426 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 302690.0940635 Edm = 2.10363 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 302576.6484609 Edm = 58.8088 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 300489.0842237 Edm = 123.811 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300356.7840757 Edm = 15.405 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298301.5569054 Edm = 1442.39 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298096.2834115 Edm = 34.3152 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298029.0947492 Edm = 0.485387 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298026.1150324 Edm = 2.61297 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297971.2632839 Edm = 27.6572 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297931.60243 Edm = 0.257893 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297931.1691539 Edm = 0.172294 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297919.2678656 Edm = 9.318 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297848.5711246 Edm = 1.42797 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297845.9179905 Edm = 0.161781 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297845.639411 Edm = 0.0366756 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297845.1961895 Edm = 0.356835 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297818.2868519 Edm = 11.9914 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297680.9071985 Edm = 22.6284 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297646.4996725 Edm = 2.76034 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297637.6546326 Edm = 6.91353 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297630.0011032 Edm = 3.07379 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297626.8708743 Edm = 0.700155 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297626.462708 Edm = 0.0603694 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297626.3783958 Edm = 0.0289141 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297625.1943031 Edm = 1.49263 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297624.9489782 Edm = 0.221631 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297616.9406909 Edm = 8.59874 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297616.8145099 Edm = 0.0935197 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297607.2136754 Edm = 10.066 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297607.1076717 Edm = 0.107517 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297606.2187469 Edm = 1.18281 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297584.2708012 Edm = 16.2259 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297545.1734829 Edm = 10.9349 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297539.7413479 Edm = 2.45729 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297537.9119554 Edm = 0.275326 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297537.612953 Edm = 0.00968345 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297537.5895544 Edm = 0.0125536 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297535.8919702 Edm = 1.92999 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297535.7768314 Edm = 0.107684 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297529.5507335 Edm = 5.30663 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297520.2411289 Edm = 0.681232 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297519.4685008 Edm = 0.0384503 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297519.4037369 Edm = 0.032129 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297518.9706147 Edm = 0.481789 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297508.0909187 Edm = 8.10166 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297481.3454793 Edm = 4.96777 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297476.141148 Edm = 1.21825 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297474.4916323 Edm = 0.31416 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297473.9829784 Edm = 0.0183664 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297473.9566452 Edm = 0.00327936 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297473.949564 Edm = 0.00422859 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297473.9388584 Edm = 0.0091394 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297473.8427769 Edm = 0.0262293 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297473.2599298 Edm = 0.598783 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297472.2341747 Edm = 0.840572 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297462.4126032 Edm = 0.921909 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297461.2190355 Edm = 0.397263 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297460.5786459 Edm = 0.11993 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297460.4785482 Edm = 0.035603 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297460.427785 Edm = 0.00346299 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297460.4230648 Edm = 0.00116494 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297460.4193502 Edm = 0.00549553 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297460.3594202 Edm = 0.0671509 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297460.2290073 Edm = 0.0424574 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297460.2232342 Edm = 0.025347 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297460.2114701 Edm = 0.000218204 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297460.210149 Edm = 0.00111119 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297459.8702573 Edm = 0.399988 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297459.862678 Edm = 0.00806748 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297459.6908636 Edm = 0.171461 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297459.2394 Edm = 0.261929 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297458.6253318 Edm = 0.0407805 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297458.5962295 Edm = 0.00174016 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297458.5938207 Edm = 0.000140117 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297458.5934933 Edm = 0.000167196 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297458.5830319 Edm = 0.00860453 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297458.3326429 Edm = 0.156328 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297457.1408143 Edm = 0.816051 NCalls = 284 -VariableMetric: Iteration # 80 - FCN = 297454.9230008 Edm = 3.31616 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297454.6686639 Edm = 0.236681 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297454.2866765 Edm = 0.0867149 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297454.0522443 Edm = 0.117312 NCalls = 294 -VariableMetric: Iteration # 84 - FCN = 297453.8157472 Edm = 0.0436385 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297453.7691741 Edm = 0.00270199 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297453.7662571 Edm = 0.000185612 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297453.7659704 Edm = 6.46213e-05 NCalls = 301 -VariableMetric: After Hessian - FCN = 297453.7659704 Edm = 79.2706 NCalls = 774 -VariableMetric: Iteration # 88 - FCN = 297453.7659704 Edm = 79.2706 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297453.4377776 Edm = 36.6589 NCalls = 784 -VariableMetric: Iteration # 90 - FCN = 297437.1830341 Edm = 3295.45 NCalls = 791 -VariableMetric: Iteration # 91 - FCN = 297436.8313277 Edm = 12788.9 NCalls = 799 -VariableMetric: Iteration # 92 - FCN = 297436.6193231 Edm = 13877 NCalls = 804 -VariableMetric: Iteration # 93 - FCN = 297436.2036815 Edm = 10555.7 NCalls = 809 -VariableMetric: Iteration # 94 - FCN = 297434.9978747 Edm = 243.817 NCalls = 813 -VariableMetric: Iteration # 95 - FCN = 297434.3146269 Edm = 124.33 NCalls = 816 -VariableMetric: Iteration # 96 - FCN = 297434.0506055 Edm = 174.944 NCalls = 819 -VariableMetric: Iteration # 97 - FCN = 297433.0089327 Edm = 1176.23 NCalls = 822 -VariableMetric: Iteration # 98 - FCN = 297431.5443315 Edm = 129.886 NCalls = 825 -VariableMetric: Iteration # 99 - FCN = 297430.7350407 Edm = 69.4706 NCalls = 828 -VariableMetric: Iteration # 100 - FCN = 297430.6035805 Edm = 31.7914 NCalls = 831 -VariableMetric: Iteration # 101 - FCN = 297430.2287067 Edm = 90.1591 NCalls = 833 -VariableMetric: Iteration # 102 - FCN = 297429.4522164 Edm = 17.9931 NCalls = 835 -VariableMetric: Iteration # 103 - FCN = 297428.9979526 Edm = 14.9155 NCalls = 837 -VariableMetric: Iteration # 104 - FCN = 297428.7153462 Edm = 2.10717 NCalls = 839 -VariableMetric: Iteration # 105 - FCN = 297428.4555842 Edm = 1.13186 NCalls = 841 -VariableMetric: Iteration # 106 - FCN = 297428.1728634 Edm = 0.906308 NCalls = 843 -VariableMetric: Iteration # 107 - FCN = 297428.101323 Edm = 0.464357 NCalls = 845 -VariableMetric: Iteration # 108 - FCN = 297428.0119044 Edm = 0.295693 NCalls = 847 -VariableMetric: Iteration # 109 - FCN = 297427.9281957 Edm = 0.131893 NCalls = 849 -VariableMetric: Iteration # 110 - FCN = 297427.8871738 Edm = 0.0858598 NCalls = 851 -VariableMetric: Iteration # 111 - FCN = 297427.8139643 Edm = 0.25664 NCalls = 853 -VariableMetric: Iteration # 112 - FCN = 297427.7574641 Edm = 0.067043 NCalls = 855 -VariableMetric: Iteration # 113 - FCN = 297427.7348469 Edm = 0.0682041 NCalls = 856 -VariableMetric: Iteration # 114 - FCN = 297427.7085899 Edm = 0.043398 NCalls = 858 -VariableMetric: Iteration # 115 - FCN = 297427.6924194 Edm = 0.0256772 NCalls = 860 -VariableMetric: Iteration # 116 - FCN = 297427.686146 Edm = 0.00783007 NCalls = 862 -VariableMetric: Iteration # 117 - FCN = 297427.6797496 Edm = 0.00111763 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297427.678631 Edm = 0.000231661 NCalls = 865 -VariableMetric: Iteration # 119 - FCN = 297427.6784831 Edm = 7.4942e-05 NCalls = 867 -VariableMetric: Iteration # 120 - FCN = 297427.6784553 Edm = 7.65752e-06 NCalls = 869 -VariableMetric: After Hessian - FCN = 297427.6784553 Edm = 9.33228e-06 NCalls = 1364 -VariableMetric: Iteration # 121 - FCN = 297427.6784553 Edm = 9.33228e-06 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301591.8803424 Edm = 15.1043 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301591.8803424 Edm = 15.1043 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297935.1194833 Edm = 0.486037 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 297927.7009847 Edm = 0.791 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297926.3346227 Edm = 1.0727 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297837.6150063 Edm = 33.0495 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297758.5104192 Edm = 0.282781 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297758.1096876 Edm = 0.105596 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297713.0421889 Edm = 27.0817 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297627.1360778 Edm = 0.568565 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297626.0561192 Edm = 0.102498 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297625.5133264 Edm = 0.355108 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297593.3244042 Edm = 12.2794 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297571.7703296 Edm = 0.0525732 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297571.6779512 Edm = 0.0272362 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297569.5601131 Edm = 2.36552 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297568.7461866 Edm = 0.728842 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297476.2633102 Edm = 20.704 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297453.1518698 Edm = 27.239 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297433.9848097 Edm = 0.698658 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297433.2799995 Edm = 0.118279 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297433.0691667 Edm = 0.0207526 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297433.0126869 Edm = 0.0300418 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297419.9541533 Edm = 10.0891 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297378.8762711 Edm = 5.76949 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297372.7161476 Edm = 1.02172 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297371.0007387 Edm = 2.05588 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297352.617311 Edm = 2.30813 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297352.4372363 Edm = 1.18339 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297351.9433704 Edm = 0.158575 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297351.2836702 Edm = 0.479659 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297348.4602413 Edm = 0.656695 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297347.6876709 Edm = 0.0234009 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297347.6635896 Edm = 0.00306556 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297347.6192391 Edm = 0.0413393 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297347.4518935 Edm = 0.167752 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297346.3317222 Edm = 0.948683 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297332.1209491 Edm = 1.61758 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297330.4607053 Edm = 0.1945 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297330.2503431 Edm = 0.0180158 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297330.2321119 Edm = 0.00125271 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297330.2240172 Edm = 0.0049449 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297329.9660598 Edm = 0.240375 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297305.2743685 Edm = 4.18682 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297298.9650172 Edm = 0.633976 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297298.5742117 Edm = 0.164311 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297298.4524258 Edm = 0.0129118 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297298.4363422 Edm = 0.00222864 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297298.429427 Edm = 0.00422208 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297298.3708539 Edm = 0.0547329 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297297.288329 Edm = 0.693919 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297284.6707442 Edm = 5.72049 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297276.0481976 Edm = 2.15456 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297274.6238218 Edm = 0.360839 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297274.3690614 Edm = 0.00786892 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297274.3609622 Edm = 0.000926929 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297274.359611 Edm = 0.000631188 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297274.3544189 Edm = 0.00552538 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297274.062087 Edm = 0.247574 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297270.2212283 Edm = 0.978303 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297269.0304568 Edm = 0.0987191 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297268.9179791 Edm = 0.00805121 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297268.9096539 Edm = 0.000543029 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297268.9087496 Edm = 0.000239226 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297268.9071232 Edm = 0.000941474 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297268.8926287 Edm = 0.0117374 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297267.872216 Edm = 0.936489 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297262.6105662 Edm = 2.70228 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297261.418278 Edm = 0.392145 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297261.1869175 Edm = 0.0115947 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297261.1738994 Edm = 0.000589286 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297261.1726612 Edm = 0.000772888 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297261.1700654 Edm = 0.00309171 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297261.1187401 Edm = 0.0554372 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297261.1090342 Edm = 0.0094661 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297261.0489627 Edm = 0.0574017 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297258.4458241 Edm = 1.00252 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297257.8208688 Edm = 0.828118 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297256.9535693 Edm = 0.152286 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297256.7964139 Edm = 0.00617366 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297256.7920701 Edm = 0.000463242 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297256.7912934 Edm = 0.000209171 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297256.7899516 Edm = 0.00112492 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297256.7653022 Edm = 0.0259422 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297256.6813387 Edm = 0.0710245 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297254.5196657 Edm = 0.515665 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297253.7853693 Edm = 0.0158526 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297253.767557 Edm = 0.000853476 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297253.7664263 Edm = 0.000203738 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297253.7660818 Edm = 0.000169891 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297253.7647135 Edm = 0.00108751 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297253.7141103 Edm = 0.0373916 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297252.9303759 Edm = 0.44649 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297251.954424 Edm = 0.324983 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297251.5308688 Edm = 0.0461191 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297251.4857211 Edm = 0.00216078 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297251.4837186 Edm = 7.77041e-05 NCalls = 300 -VariableMetric: After Hessian - FCN = 297251.4837186 Edm = 1.15287 NCalls = 783 -VariableMetric: Iteration # 96 - FCN = 297251.4837186 Edm = 1.15287 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297250.3818801 Edm = 11.1613 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297249.5203044 Edm = 0.28046 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297249.29973 Edm = 0.0442963 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297249.2334621 Edm = 0.00603369 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297249.2271252 Edm = 0.000749399 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297249.2258405 Edm = 0.000323923 NCalls = 795 -VariableMetric: Iteration # 103 - FCN = 297249.2252046 Edm = 5.12624e-05 NCalls = 797 -VariableMetric: After Hessian - FCN = 297249.2252046 Edm = 7.04866e-05 NCalls = 1282 -VariableMetric: Iteration # 104 - FCN = 297249.2252046 Edm = 7.04866e-05 NCalls = 1282 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308811.2652901 Edm = 21146.2 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308811.2652901 Edm = 21146.2 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302774.5121399 Edm = 33.2677 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302670.9803039 Edm = 16.4692 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301648.9989528 Edm = 17.5911 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 301302.7492901 Edm = 14.654 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301020.9055266 Edm = 135.455 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300870.4788852 Edm = 374.576 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 300256.6340048 Edm = 130.782 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 299935.9839739 Edm = 573.653 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299311.4443637 Edm = 783.702 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 299163.1572329 Edm = 113.628 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298885.4982646 Edm = 72.9649 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298656.38585 Edm = 318.62 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298437.9732183 Edm = 22.7548 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298418.3349379 Edm = 3.17113 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298407.2365427 Edm = 20.979 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298082.2321233 Edm = 166.554 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297402.0986249 Edm = 22.6339 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297369.7235941 Edm = 8.94211 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297358.75306 Edm = 1.40993 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297356.8742819 Edm = 0.213292 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297356.0822958 Edm = 0.768052 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297350.5537712 Edm = 4.21372 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297275.2971264 Edm = 8.45959 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297267.1080458 Edm = 0.389235 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297266.7394511 Edm = 0.0522278 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297265.177481 Edm = 1.60012 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297251.2024681 Edm = 10.9664 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297216.5627116 Edm = 2.98893 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297214.7053979 Edm = 0.102185 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297214.6111542 Edm = 0.0132963 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297214.5466236 Edm = 0.0663657 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297200.3867942 Edm = 2.22839 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297187.2298541 Edm = 0.394158 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297186.768047 Edm = 0.00843487 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297186.75605 Edm = 0.00452211 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297186.6716056 Edm = 0.0799618 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297184.6670032 Edm = 1.85153 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297162.3332771 Edm = 1.19089 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297160.8134095 Edm = 0.0783024 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297160.6622662 Edm = 0.0169577 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297160.6150133 Edm = 0.0112094 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297160.5463782 Edm = 0.037076 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297160.3170992 Edm = 0.121402 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297159.1418962 Edm = 0.617911 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297152.1627256 Edm = 1.99166 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297150.7536463 Edm = 0.415891 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297150.4224822 Edm = 0.0881645 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297150.3561555 Edm = 0.0107285 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297150.3444838 Edm = 0.0011065 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297150.340959 Edm = 0.00294956 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297150.155165 Edm = 0.202492 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297148.7945956 Edm = 0.236632 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297147.4544665 Edm = 0.0247184 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297147.433893 Edm = 0.00204552 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297147.4298708 Edm = 0.00131112 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297147.4087516 Edm = 0.0176424 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297143.7759312 Edm = 2.64223 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297133.7967061 Edm = 1.8383 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297131.129119 Edm = 0.972965 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297130.5402532 Edm = 0.456924 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297130.1549458 Edm = 0.0190995 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297130.1376977 Edm = 0.00131741 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297130.1325777 Edm = 0.00452154 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297129.3901647 Edm = 0.809516 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297129.3865917 Edm = 0.00153724 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297129.2873126 Edm = 0.133379 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297129.2607576 Edm = 0.0256231 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297128.8740844 Edm = 0.319735 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297122.5592935 Edm = 1.22618 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297121.4202362 Edm = 0.14195 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297121.2508137 Edm = 0.00561792 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297121.2451061 Edm = 0.000167584 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297121.2448284 Edm = 0.000113188 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297121.2426762 Edm = 0.00206129 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297121.1440673 Edm = 0.0927847 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297119.9972809 Edm = 0.363962 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297119.5473044 Edm = 0.00575542 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297119.5413249 Edm = 8.14851e-05 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297119.5412029 Edm = 3.52565e-05 NCalls = 256 -VariableMetric: After Hessian - FCN = 297119.5412029 Edm = 1.94628 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297119.5412029 Edm = 1.94628 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297117.0884367 Edm = 6.82573 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 297117.0284452 Edm = 1.28912 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297116.5461066 Edm = 1.81478 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297116.137092 Edm = 0.192072 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297116.0145567 Edm = 0.107452 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297115.8836338 Edm = 0.136048 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297115.3833924 Edm = 1.17984 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297115.3528658 Edm = 0.065803 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297115.2601128 Edm = 0.166821 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297115.0708764 Edm = 0.885439 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297114.6231118 Edm = 0.738877 NCalls = 771 -VariableMetric: Iteration # 92 - FCN = 297113.7887372 Edm = 2.29116 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297113.6550255 Edm = 0.231169 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297112.7558973 Edm = 1.07484 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297111.7662366 Edm = 0.9167 NCalls = 790 -VariableMetric: Iteration # 96 - FCN = 297110.7270041 Edm = 1.54658 NCalls = 792 -VariableMetric: Iteration # 97 - FCN = 297109.5387138 Edm = 0.101644 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297109.4071176 Edm = 0.0322038 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297109.3644562 Edm = 0.0323086 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297109.2984523 Edm = 0.059762 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297109.0366956 Edm = 0.224764 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297108.8570919 Edm = 0.474411 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297108.6006317 Edm = 0.0625834 NCalls = 816 -VariableMetric: Iteration # 104 - FCN = 297108.4691712 Edm = 0.0676642 NCalls = 819 -VariableMetric: Iteration # 105 - FCN = 297108.3600072 Edm = 0.0693396 NCalls = 822 -VariableMetric: Iteration # 106 - FCN = 297108.2966832 Edm = 0.0248019 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297108.2728025 Edm = 0.00652588 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297108.2496675 Edm = 0.0124614 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297108.1919323 Edm = 0.0306169 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 297108.1587285 Edm = 0.0479106 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297108.1399055 Edm = 0.0187632 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297108.087491 Edm = 0.0246991 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297108.0215693 Edm = 0.0176321 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297108.0078573 Edm = 0.0375506 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297107.9875401 Edm = 0.00967774 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297107.9678686 Edm = 0.0138325 NCalls = 846 -VariableMetric: Iteration # 117 - FCN = 297107.9441737 Edm = 0.0142376 NCalls = 849 -VariableMetric: Iteration # 118 - FCN = 297107.9233626 Edm = 0.0101606 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297107.89902 Edm = 0.0088144 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297107.8840589 Edm = 0.00770025 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297107.8751786 Edm = 0.0064921 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297107.8700078 Edm = 0.00380418 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297107.8661954 Edm = 0.000807203 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297107.8641641 Edm = 0.000604275 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297107.8608029 Edm = 0.00103997 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297107.8574196 Edm = 0.00150911 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297107.8552099 Edm = 0.00173582 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297107.8522383 Edm = 0.00177091 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297107.8461247 Edm = 0.00442823 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297107.82872 Edm = 0.00703738 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297107.8224395 Edm = 0.00402444 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297107.818374 Edm = 0.0007349 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297107.8172722 Edm = 0.000620394 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297107.8165771 Edm = 0.000634677 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297107.815957 Edm = 0.000270654 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297107.8156044 Edm = 5.47867e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297107.8156044 Edm = 8.65319e-05 NCalls = 1378 -VariableMetric: Iteration # 137 - FCN = 297107.8156044 Edm = 8.65319e-05 NCalls = 1378 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303558.8944375 Edm = 52.2826 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303558.8944375 Edm = 52.2826 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298990.7732643 Edm = 2.16169 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298986.6114424 Edm = 2.80203 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298839.6032803 Edm = 137.088 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297982.4886447 Edm = 3.21337 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297970.2497005 Edm = 0.396602 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297969.3021485 Edm = 0.146496 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297952.2337728 Edm = 10.7299 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297870.6796643 Edm = 4.06015 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297865.2387768 Edm = 0.0514252 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297864.9972977 Edm = 0.204646 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297846.1671658 Edm = 15.141 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297773.9534948 Edm = 0.532613 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297773.1911964 Edm = 0.085265 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297772.9014147 Edm = 0.141429 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297766.6493473 Edm = 4.4014 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297570.6788628 Edm = 70.1452 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297457.767878 Edm = 10.9891 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297412.5616248 Edm = 9.25534 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297400.7179273 Edm = 3.61608 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297397.1177015 Edm = 1.02957 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297396.1209693 Edm = 0.0265038 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297396.0876882 Edm = 0.00701067 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297395.9618929 Edm = 0.127398 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297387.1792588 Edm = 1.65014 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297345.7670036 Edm = 6.07994 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297337.6128365 Edm = 0.887482 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297336.8549537 Edm = 0.0988268 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297336.754867 Edm = 0.00859824 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297336.7479108 Edm = 0.000473625 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297336.7406347 Edm = 0.00653287 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297331.3127563 Edm = 2.7817 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297323.6773612 Edm = 0.39766 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297323.2729784 Edm = 0.109411 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297323.0855394 Edm = 0.00431588 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297323.079738 Edm = 0.000444777 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297323.0770867 Edm = 0.00226662 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297322.8703398 Edm = 0.229346 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297322.1673406 Edm = 0.0280152 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297317.0605942 Edm = 0.891532 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297316.0175991 Edm = 0.179616 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297315.8516243 Edm = 0.0111118 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297315.8422495 Edm = 0.000686241 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297315.8414268 Edm = 0.000216164 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297315.8406784 Edm = 0.000640853 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297315.6324082 Edm = 0.0467856 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297314.3083756 Edm = 0.8661 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297310.4345657 Edm = 0.801702 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297310.1713364 Edm = 0.276673 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297309.9942996 Edm = 0.0373504 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297309.9485656 Edm = 0.00778382 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297309.9370003 Edm = 0.000984418 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297309.9348047 Edm = 0.00102834 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297309.9046729 Edm = 0.0359978 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297309.7562301 Edm = 0.14975 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297307.97587 Edm = 0.336653 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297305.8940512 Edm = 0.715888 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297305.4933847 Edm = 0.0463894 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297305.4289024 Edm = 0.0108466 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297305.4022523 Edm = 0.00526908 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297305.3966566 Edm = 0.00316964 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297305.375409 Edm = 0.0153198 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297305.1342195 Edm = 0.185227 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297305.1157462 Edm = 0.0253448 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297304.7380745 Edm = 0.418799 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297304.4266527 Edm = 0.28216 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297301.4200699 Edm = 4.13258 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297298.6686721 Edm = 0.429145 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297298.3039545 Edm = 0.0326495 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297298.2764012 Edm = 0.00546754 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297298.269077 Edm = 0.000303267 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297298.2684269 Edm = 0.000270206 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297298.2627138 Edm = 0.00616801 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297298.0563392 Edm = 0.22652 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297297.9673496 Edm = 0.0873446 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297293.9313128 Edm = 0.376994 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297293.6462746 Edm = 0.0445423 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297293.6092664 Edm = 0.00277649 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297293.6055387 Edm = 0.000334816 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297293.60519 Edm = 2.64352e-05 NCalls = 262 -VariableMetric: After Hessian - FCN = 297293.60519 Edm = 1.61635 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297293.60519 Edm = 1.61635 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297293.4395608 Edm = 1.75654 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297293.4373426 Edm = 313.46 NCalls = 744 -VariableMetric: Iteration # 83 - FCN = 297293.3152028 Edm = 462.444 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297293.3062558 Edm = 95.2948 NCalls = 752 -VariableMetric: Iteration # 85 - FCN = 297293.3011914 Edm = 113.699 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297293.1627648 Edm = 182.635 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297293.064579 Edm = 138.053 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297292.8108724 Edm = 135.539 NCalls = 765 -VariableMetric: Iteration # 89 - FCN = 297292.4319302 Edm = 100.74 NCalls = 768 -VariableMetric: Iteration # 90 - FCN = 297292.2191675 Edm = 17.4675 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297292.1747746 Edm = 14.7196 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297292.0998558 Edm = 218.908 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297291.8378195 Edm = 9.26687 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297291.7192976 Edm = 1.91995 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297291.6379689 Edm = 0.919005 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297291.5707427 Edm = 1.09317 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297291.4376109 Edm = 1.36518 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297291.3806578 Edm = 0.393193 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297291.3225209 Edm = 0.219077 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297291.2817876 Edm = 0.244377 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297291.2554565 Edm = 0.103289 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297291.2369236 Edm = 0.029608 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297291.2301831 Edm = 0.042087 NCalls = 798 -VariableMetric: Iteration # 104 - FCN = 297291.2216287 Edm = 0.0118275 NCalls = 800 -VariableMetric: Iteration # 105 - FCN = 297291.220371 Edm = 0.0157299 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297291.2030672 Edm = 0.0192094 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297291.2005821 Edm = 0.0202491 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297291.1819955 Edm = 0.0158642 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297291.1659647 Edm = 0.0385995 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297291.1342282 Edm = 0.0216853 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297291.0992604 Edm = 0.0386243 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297291.0681992 Edm = 0.0759053 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297291.0300456 Edm = 0.0497256 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297291.014924 Edm = 0.0247014 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297290.9412314 Edm = 0.0502247 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297290.9096801 Edm = 0.0424454 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297290.8807588 Edm = 0.0561374 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297290.8063822 Edm = 0.0809206 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297290.7455229 Edm = 0.0425811 NCalls = 849 -VariableMetric: Iteration # 120 - FCN = 297290.6988677 Edm = 0.0701624 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297290.6717411 Edm = 0.02954 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297290.6494942 Edm = 0.01283 NCalls = 859 -VariableMetric: Iteration # 123 - FCN = 297290.6083524 Edm = 0.0483154 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297290.5652619 Edm = 0.0342683 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297290.5200464 Edm = 0.0386067 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297290.4950182 Edm = 0.0124106 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297290.4754275 Edm = 0.00482137 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297290.4708755 Edm = 0.000708592 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297290.4698346 Edm = 0.000413382 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297290.4689644 Edm = 0.000612813 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297290.4682584 Edm = 0.000207917 NCalls = 877 -VariableMetric: Iteration # 132 - FCN = 297290.4678409 Edm = 0.000178362 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297290.4667441 Edm = 0.00100577 NCalls = 882 -VariableMetric: Iteration # 134 - FCN = 297290.4563105 Edm = 0.00941373 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297290.4557599 Edm = 0.00138907 NCalls = 892 -VariableMetric: Iteration # 136 - FCN = 297290.4471214 Edm = 0.00972376 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297290.4380127 Edm = 0.0149826 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297290.4375112 Edm = 0.000953898 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297290.4322426 Edm = 0.00319523 NCalls = 910 -VariableMetric: Iteration # 140 - FCN = 297290.415595 Edm = 0.00770332 NCalls = 915 -VariableMetric: Iteration # 141 - FCN = 297290.4081672 Edm = 0.0102538 NCalls = 916 -VariableMetric: Iteration # 142 - FCN = 297290.4010351 Edm = 0.0028585 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297290.397696 Edm = 0.00529062 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297290.3960454 Edm = 0.000673808 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297290.3951067 Edm = 8.08643e-05 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297290.3949866 Edm = 2.11881e-05 NCalls = 928 -VariableMetric: After Hessian - FCN = 297290.3949866 Edm = 0.0603744 NCalls = 1411 -VariableMetric: Iteration # 147 - FCN = 297290.3949866 Edm = 0.0603744 NCalls = 1411 -VariableMetric: Iteration # 148 - FCN = 297290.3934787 Edm = 0.0114465 NCalls = 1414 -VariableMetric: Iteration # 149 - FCN = 297290.3929927 Edm = 8.95154e-05 NCalls = 1416 -VariableMetric: Iteration # 150 - FCN = 297290.3928213 Edm = 5.00691e-05 NCalls = 1418 -VariableMetric: Iteration # 151 - FCN = 297290.3927245 Edm = 0.000263261 NCalls = 1420 -VariableMetric: Iteration # 152 - FCN = 297290.3925414 Edm = 3.91558e-05 NCalls = 1422 -VariableMetric: Iteration # 153 - FCN = 297290.3924834 Edm = 8.76994e-06 NCalls = 1424 -VariableMetric: After Hessian - FCN = 297290.3924834 Edm = 2.90089e-05 NCalls = 1911 -VariableMetric: Iteration # 154 - FCN = 297290.3924834 Edm = 2.90089e-05 NCalls = 1911 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332561.0731179 Edm = 51.912 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332561.0731179 Edm = 51.912 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303203.7369839 Edm = 30.3774 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300254.8021376 Edm = 1149.74 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299758.0988942 Edm = 2.46757 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 299755.8563528 Edm = 0.68338 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 298684.6485204 Edm = 0.436709 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298453.517807 Edm = 22.5309 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298441.3394798 Edm = 0.602584 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 298382.3785504 Edm = 52.3563 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297620.8726952 Edm = 55.0797 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297514.9218219 Edm = 19.1927 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297504.2675777 Edm = 23.7849 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297480.7228715 Edm = 0.73707 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297479.8779156 Edm = 0.0641213 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297479.6826851 Edm = 0.175388 NCalls = 47 -VariableMetric: Iteration # 15 - FCN = 297471.546571 Edm = 8.69269 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297471.2732889 Edm = 0.236461 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297455.6133006 Edm = 17.3873 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297455.0108903 Edm = 0.563157 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297388.0518353 Edm = 20.0078 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297347.4266775 Edm = 35.2678 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297311.8946006 Edm = 2.73067 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297307.5645387 Edm = 0.113509 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297307.450751 Edm = 0.0121255 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297307.3875017 Edm = 0.0498846 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297304.7218011 Edm = 2.91055 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297301.7160289 Edm = 2.84244 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297240.0329558 Edm = 8.91059 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297232.8512683 Edm = 1.06501 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297231.3388214 Edm = 0.0426471 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297231.2939197 Edm = 0.00281507 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297231.2834453 Edm = 0.00789123 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297230.4487318 Edm = 1.12016 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297220.2590348 Edm = 2.81509 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297210.0211988 Edm = 1.82623 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297208.6458348 Edm = 0.0811436 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297208.5651086 Edm = 0.00466631 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297208.5513492 Edm = 0.00614432 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297208.3647995 Edm = 0.178971 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297201.5840462 Edm = 3.92815 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297195.4463443 Edm = 0.487308 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297194.9376725 Edm = 0.2857 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297194.6934978 Edm = 0.011236 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297194.681153 Edm = 0.00140546 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297194.6593727 Edm = 0.0185563 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297193.8969463 Edm = 0.589366 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297189.3712805 Edm = 1.61906 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297186.381179 Edm = 1.24604 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297185.6349462 Edm = 0.224434 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297185.3308021 Edm = 0.0338492 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297185.2864778 Edm = 0.00300707 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297185.2834876 Edm = 0.000476514 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297185.2809527 Edm = 0.00199085 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297184.8077104 Edm = 0.443048 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297179.6966456 Edm = 2.33155 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297177.9537107 Edm = 0.632205 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297177.2695267 Edm = 0.314681 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297177.0822528 Edm = 0.164195 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297176.7445139 Edm = 0.202367 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297176.5252561 Edm = 0.064077 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297176.449498 Edm = 0.0214414 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297176.4347875 Edm = 0.00588968 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297176.4256598 Edm = 0.00148425 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297176.4201379 Edm = 0.00390126 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297176.3555399 Edm = 0.0758366 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297176.1719092 Edm = 0.292554 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297176.1003248 Edm = 0.0924932 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297175.8052664 Edm = 0.318872 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297175.773054 Edm = 0.0235403 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297174.6944891 Edm = 0.685927 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297171.4475236 Edm = 2.37612 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297170.2604457 Edm = 6.82221 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297165.9476571 Edm = 1.56261 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297164.4684216 Edm = 0.362336 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297164.1552529 Edm = 0.0471687 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297164.1271814 Edm = 0.00606434 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297164.1221136 Edm = 0.000399912 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297164.1218074 Edm = 7.73067e-05 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297164.1215516 Edm = 0.000178142 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 297164.1187765 Edm = 0.00195995 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297164.0841512 Edm = 0.0306293 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297163.2152961 Edm = 0.469345 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297162.2615648 Edm = 0.0314645 NCalls = 255 -VariableMetric: Iteration # 83 - FCN = 297162.2311503 Edm = 0.000838961 NCalls = 257 -VariableMetric: Iteration # 84 - FCN = 297162.2303767 Edm = 7.36756e-05 NCalls = 258 -VariableMetric: After Hessian - FCN = 297162.2303767 Edm = 67.1047 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297162.2303767 Edm = 67.1047 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297161.2377677 Edm = 20516.3 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297160.7488561 Edm = 6823.27 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297160.7110039 Edm = 649.763 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297160.3873836 Edm = 1231.42 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297160.2996481 Edm = 480.592 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297159.0542324 Edm = 317.806 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297158.6170148 Edm = 886.847 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297156.5144972 Edm = 554.085 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297156.2995274 Edm = 66.6296 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297155.9120828 Edm = 19.7458 NCalls = 777 -VariableMetric: Iteration # 96 - FCN = 297155.553669 Edm = 136.045 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297154.7021394 Edm = 129.477 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297153.5637439 Edm = 22.9707 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297152.697676 Edm = 11.0698 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297152.1900163 Edm = 14.0576 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297151.1254472 Edm = 11.581 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297150.8470594 Edm = 3.32652 NCalls = 792 -VariableMetric: Iteration # 103 - FCN = 297148.1706821 Edm = 44.7117 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 297147.7326252 Edm = 2.46328 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297147.3777654 Edm = 3.22778 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297146.9645476 Edm = 2.09981 NCalls = 800 -VariableMetric: Iteration # 107 - FCN = 297146.4666879 Edm = 1.11496 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297146.1858286 Edm = 1.86885 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297145.8763635 Edm = 1.99384 NCalls = 806 -VariableMetric: Iteration # 110 - FCN = 297145.27553 Edm = 1.08241 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297143.9594904 Edm = 2.15617 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297142.1810996 Edm = 4.02033 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297141.0919494 Edm = 2.30032 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297139.4069405 Edm = 3.95861 NCalls = 820 -VariableMetric: Iteration # 115 - FCN = 297138.0365135 Edm = 1.65703 NCalls = 824 -VariableMetric: Iteration # 116 - FCN = 297136.9636032 Edm = 2.05409 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297136.4148076 Edm = 0.622632 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297136.0517167 Edm = 0.777823 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297135.5476904 Edm = 0.352255 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297135.042673 Edm = 0.185611 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297134.810136 Edm = 0.0770845 NCalls = 839 -VariableMetric: Iteration # 122 - FCN = 297134.7215498 Edm = 0.0531329 NCalls = 841 -VariableMetric: Iteration # 123 - FCN = 297134.6595966 Edm = 0.0290612 NCalls = 843 -VariableMetric: Iteration # 124 - FCN = 297134.61395 Edm = 0.0242022 NCalls = 845 -VariableMetric: Iteration # 125 - FCN = 297134.5880718 Edm = 0.00724029 NCalls = 847 -VariableMetric: Iteration # 126 - FCN = 297134.5807933 Edm = 0.00114137 NCalls = 848 -VariableMetric: Iteration # 127 - FCN = 297134.579224 Edm = 0.000574331 NCalls = 850 -VariableMetric: Iteration # 128 - FCN = 297134.5744289 Edm = 0.00734336 NCalls = 854 -VariableMetric: Iteration # 129 - FCN = 297134.5685492 Edm = 0.0183358 NCalls = 857 -VariableMetric: Iteration # 130 - FCN = 297134.5677011 Edm = 0.000795397 NCalls = 859 -VariableMetric: Iteration # 131 - FCN = 297134.5463876 Edm = 0.0201268 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297134.5045956 Edm = 0.00551597 NCalls = 869 -VariableMetric: Iteration # 133 - FCN = 297134.4989459 Edm = 0.0031102 NCalls = 870 -VariableMetric: Iteration # 134 - FCN = 297134.4952539 Edm = 0.00261028 NCalls = 873 -VariableMetric: Iteration # 135 - FCN = 297134.4913211 Edm = 0.00109917 NCalls = 875 -VariableMetric: Iteration # 136 - FCN = 297134.4894908 Edm = 0.000336905 NCalls = 878 -VariableMetric: Iteration # 137 - FCN = 297134.4889345 Edm = 0.000132791 NCalls = 881 -VariableMetric: Iteration # 138 - FCN = 297134.4888019 Edm = 2.36533e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297134.4888019 Edm = 3.3668e-05 NCalls = 1375 -VariableMetric: Iteration # 139 - FCN = 297134.4888019 Edm = 3.3668e-05 NCalls = 1375 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324906.4090316 Edm = 45.8578 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324906.4090316 Edm = 45.8578 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299799.8555539 Edm = 29.9606 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299634.9623311 Edm = 42.8779 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299608.3576669 Edm = 11.0329 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299185.7045557 Edm = 24.7489 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299141.1087188 Edm = 3.52556 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299134.7943529 Edm = 0.250318 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299132.8934655 Edm = 1.51427 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298931.2279254 Edm = 202.676 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298910.5715596 Edm = 31.3921 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298854.7022535 Edm = 40.9592 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298539.1418847 Edm = 0.841538 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298537.3191689 Edm = 0.596732 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298532.8540577 Edm = 2.12018 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297949.4588646 Edm = 265.356 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297695.6038643 Edm = 170.586 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297601.8405764 Edm = 23.1137 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297588.7458459 Edm = 0.324309 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297588.2622824 Edm = 0.115709 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297587.9800865 Edm = 0.0208389 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297587.8892588 Edm = 0.0556797 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297585.704969 Edm = 1.62223 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297564.2343331 Edm = 0.999545 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297563.3715962 Edm = 0.0351675 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297563.326672 Edm = 0.017402 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297563.1165543 Edm = 0.206591 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297544.0893168 Edm = 2.44954 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297504.8868047 Edm = 24.4744 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297480.4673182 Edm = 11.1035 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297464.8887853 Edm = 2.30816 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297461.6538615 Edm = 0.350297 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297461.4247309 Edm = 0.0219997 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297461.3067403 Edm = 0.0600095 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297460.061937 Edm = 1.2034 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297431.5154999 Edm = 17.5535 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297401.1879879 Edm = 12.723 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297394.8443947 Edm = 1.90643 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297391.7416107 Edm = 0.975743 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297389.2657409 Edm = 0.735345 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297388.1597978 Edm = 0.435637 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297387.6024763 Edm = 0.115963 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297387.4170984 Edm = 0.015012 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297387.3901758 Edm = 0.00453792 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297387.373305 Edm = 0.0076133 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297386.8419074 Edm = 0.397021 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297380.7274404 Edm = 2.35488 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297376.5459096 Edm = 2.38542 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297369.2304481 Edm = 5.69174 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297365.4401072 Edm = 20.584 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297361.8521857 Edm = 3.79734 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297357.8239413 Edm = 3.17335 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297356.2947644 Edm = 1.53581 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297350.3687123 Edm = 5.17183 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297346.364047 Edm = 3.91348 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297340.1462053 Edm = 1.7234 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297337.7834725 Edm = 0.666092 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297335.7845109 Edm = 0.823415 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297335.5634305 Edm = 1.6197 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297334.2958249 Edm = 0.579784 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297333.1011337 Edm = 1.58852 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297332.0466617 Edm = 0.473469 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297331.4281463 Edm = 0.276779 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297330.9183911 Edm = 0.041 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297330.8712536 Edm = 0.0199906 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297330.840686 Edm = 0.0372118 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297330.7933582 Edm = 0.0200078 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297330.7511169 Edm = 0.0506421 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297330.7361487 Edm = 0.0171098 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297330.6936552 Edm = 0.0119927 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297330.6607652 Edm = 0.0162282 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297330.6561884 Edm = 0.00811721 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297330.6479432 Edm = 0.00204131 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297330.641188 Edm = 0.00318006 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297330.6293125 Edm = 0.015819 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297330.5670592 Edm = 0.052053 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297330.5608889 Edm = 0.0125011 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297330.4775382 Edm = 0.0885432 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297330.1573758 Edm = 0.279758 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297325.0124489 Edm = 2.21446 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297322.7039632 Edm = 0.715408 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297321.6801322 Edm = 0.403414 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297320.367616 Edm = 0.295 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297320.1371837 Edm = 0.074359 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297320.1046744 Edm = 0.00429612 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297320.1006848 Edm = 0.000672069 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297320.09899 Edm = 0.00111226 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297320.0770198 Edm = 0.0278476 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297319.1127164 Edm = 0.999343 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297313.9389572 Edm = 1.54252 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297311.3851313 Edm = 4.43497 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297310.2057994 Edm = 2.45888 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297309.591759 Edm = 1.55968 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297307.8021548 Edm = 0.661167 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297307.442776 Edm = 0.184912 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297307.1886905 Edm = 0.0718002 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297307.078081 Edm = 0.107885 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297306.9554467 Edm = 0.0695725 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297306.8763756 Edm = 0.0462047 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297306.8327546 Edm = 0.0216519 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297306.811602 Edm = 0.0123848 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297306.7975664 Edm = 0.0021741 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297306.7948084 Edm = 0.000279493 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297306.7942547 Edm = 0.000203806 NCalls = 320 -VariableMetric: Iteration # 103 - FCN = 297306.7889053 Edm = 0.004783 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297306.7261132 Edm = 0.117636 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297305.963811 Edm = 0.323239 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297305.6703907 Edm = 0.362566 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297305.4946783 Edm = 0.0175016 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297305.4803706 Edm = 0.00158921 NCalls = 339 -VariableMetric: Iteration # 109 - FCN = 297305.4780476 Edm = 0.00081294 NCalls = 341 -VariableMetric: Iteration # 110 - FCN = 297305.4746536 Edm = 0.000403175 NCalls = 344 -VariableMetric: Iteration # 111 - FCN = 297305.4741575 Edm = 3.82882e-05 NCalls = 346 -VariableMetric: After Hessian - FCN = 297305.4741575 Edm = 106.453 NCalls = 831 -VariableMetric: Iteration # 112 - FCN = 297305.4741575 Edm = 106.453 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297304.5639982 Edm = 18.0846 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297303.3150586 Edm = 0.571901 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297303.0475892 Edm = 0.084195 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297302.9182889 Edm = 0.0540867 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297302.8023117 Edm = 0.184242 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297302.6952776 Edm = 0.0682764 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297302.6029272 Edm = 0.0316813 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297302.5768916 Edm = 0.0102362 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297302.5617299 Edm = 0.00713866 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297302.5451803 Edm = 0.00780184 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297302.5330293 Edm = 0.00923353 NCalls = 861 -VariableMetric: Iteration # 124 - FCN = 297302.5131384 Edm = 0.00723074 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297302.497581 Edm = 0.0117476 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297302.4886035 Edm = 0.00672762 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297302.4788176 Edm = 0.00243981 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297302.4748484 Edm = 0.00147332 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 297302.4728097 Edm = 0.00125038 NCalls = 875 -VariableMetric: Iteration # 130 - FCN = 297302.4714916 Edm = 0.000438749 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297302.4709059 Edm = 0.000166905 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297302.470521 Edm = 0.000143188 NCalls = 882 -VariableMetric: Iteration # 133 - FCN = 297302.4701954 Edm = 0.000193029 NCalls = 885 -VariableMetric: Iteration # 134 - FCN = 297302.4698964 Edm = 0.000113551 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297302.4696887 Edm = 5.82213e-05 NCalls = 890 -VariableMetric: After Hessian - FCN = 297302.4696887 Edm = 0.000128387 NCalls = 1383 -VariableMetric: Iteration # 136 - FCN = 297302.4696887 Edm = 0.000128387 NCalls = 1383 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311390.9587388 Edm = 26.9282 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311390.9587388 Edm = 26.9282 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299733.1466453 Edm = 33.0521 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299395.6719445 Edm = 4493.24 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299395.6719445 Edm = 4493.24 NCalls = 25 -VariableMetric: After Hessian - FCN = 299395.6719445 Edm = 5.80229e+07 NCalls = 498 -VariableMetric: Iteration # 4 - FCN = 299395.6719445 Edm = 5.80229e+07 NCalls = 498 -VariableMetric: Iteration # 5 - FCN = 298389.5529144 Edm = 3.88624e+08 NCalls = 509 -VariableMetric: Iteration # 6 - FCN = 297979.0755033 Edm = 41486.1 NCalls = 518 -VariableMetric: Iteration # 7 - FCN = 297834.7806105 Edm = 84.31 NCalls = 528 -VariableMetric: Iteration # 8 - FCN = 297834.3997317 Edm = 0.149919 NCalls = 533 -VariableMetric: Iteration # 9 - FCN = 297826.8885874 Edm = 0.119166 NCalls = 538 -VariableMetric: Iteration # 10 - FCN = 297826.4459413 Edm = 0.321826 NCalls = 540 -VariableMetric: Iteration # 11 - FCN = 297807.4997086 Edm = 7.05661 NCalls = 546 -VariableMetric: Iteration # 12 - FCN = 297797.0896459 Edm = 0.583138 NCalls = 548 -VariableMetric: Iteration # 13 - FCN = 297794.6463106 Edm = 2.02691 NCalls = 550 -VariableMetric: Iteration # 14 - FCN = 297714.808151 Edm = 23.9772 NCalls = 557 -VariableMetric: Iteration # 15 - FCN = 297678.9713139 Edm = 0.332731 NCalls = 559 -VariableMetric: Iteration # 16 - FCN = 297678.5630966 Edm = 0.111545 NCalls = 561 -VariableMetric: Iteration # 17 - FCN = 297676.8749683 Edm = 2.33228 NCalls = 565 -VariableMetric: Iteration # 18 - FCN = 297654.0596922 Edm = 18.7097 NCalls = 571 -VariableMetric: Iteration # 19 - FCN = 297545.2592578 Edm = 19.9782 NCalls = 573 -VariableMetric: Iteration # 20 - FCN = 297513.7176236 Edm = 1.73691 NCalls = 576 -VariableMetric: Iteration # 21 - FCN = 297511.5225009 Edm = 0.112321 NCalls = 578 -VariableMetric: Iteration # 22 - FCN = 297511.4069142 Edm = 0.0130816 NCalls = 580 -VariableMetric: Iteration # 23 - FCN = 297511.3672868 Edm = 0.0286659 NCalls = 582 -VariableMetric: Iteration # 24 - FCN = 297501.0165996 Edm = 7.11825 NCalls = 589 -VariableMetric: Iteration # 25 - FCN = 297500.3847964 Edm = 0.0137811 NCalls = 591 -VariableMetric: Iteration # 26 - FCN = 297500.3553706 Edm = 0.0181906 NCalls = 593 -VariableMetric: Iteration # 27 - FCN = 297497.7125028 Edm = 2.80975 NCalls = 599 -VariableMetric: Iteration # 28 - FCN = 297456.4503298 Edm = 8.59627 NCalls = 603 -VariableMetric: Iteration # 29 - FCN = 297446.9159896 Edm = 0.759545 NCalls = 605 -VariableMetric: Iteration # 30 - FCN = 297446.3935513 Edm = 0.0493106 NCalls = 607 -VariableMetric: Iteration # 31 - FCN = 297446.3492333 Edm = 0.010086 NCalls = 608 -VariableMetric: Iteration # 32 - FCN = 297446.2589063 Edm = 0.0888425 NCalls = 611 -VariableMetric: Iteration # 33 - FCN = 297445.3463694 Edm = 0.71254 NCalls = 616 -VariableMetric: Iteration # 34 - FCN = 297436.5612816 Edm = 0.473753 NCalls = 619 -VariableMetric: Iteration # 35 - FCN = 297436.0823699 Edm = 0.00932525 NCalls = 620 -VariableMetric: Iteration # 36 - FCN = 297436.070941 Edm = 0.00395441 NCalls = 622 -VariableMetric: Iteration # 37 - FCN = 297436.0215964 Edm = 0.0253304 NCalls = 626 -VariableMetric: Iteration # 38 - FCN = 297434.402348 Edm = 1.28296 NCalls = 631 -VariableMetric: Iteration # 39 - FCN = 297421.5846754 Edm = 2.10193 NCalls = 634 -VariableMetric: Iteration # 40 - FCN = 297419.1200089 Edm = 0.0814628 NCalls = 636 -VariableMetric: Iteration # 41 - FCN = 297418.996035 Edm = 0.00566505 NCalls = 638 -VariableMetric: Iteration # 42 - FCN = 297418.9674506 Edm = 0.0207142 NCalls = 640 -VariableMetric: Iteration # 43 - FCN = 297418.4359849 Edm = 0.546615 NCalls = 645 -VariableMetric: Iteration # 44 - FCN = 297415.2952971 Edm = 2.44169 NCalls = 651 -VariableMetric: Iteration # 45 - FCN = 297400.5817977 Edm = 2.28888 NCalls = 654 -VariableMetric: Iteration # 46 - FCN = 297398.7001029 Edm = 0.577224 NCalls = 657 -VariableMetric: Iteration # 47 - FCN = 297397.9484677 Edm = 0.24108 NCalls = 659 -VariableMetric: Iteration # 48 - FCN = 297397.7359126 Edm = 0.0215526 NCalls = 661 -VariableMetric: Iteration # 49 - FCN = 297397.7108042 Edm = 0.00349355 NCalls = 663 -VariableMetric: Iteration # 50 - FCN = 297397.7013213 Edm = 0.00574002 NCalls = 665 -VariableMetric: Iteration # 51 - FCN = 297397.455793 Edm = 0.234204 NCalls = 669 -VariableMetric: Iteration # 52 - FCN = 297393.4278425 Edm = 1.94129 NCalls = 673 -VariableMetric: Iteration # 53 - FCN = 297388.6145493 Edm = 0.432672 NCalls = 675 -VariableMetric: Iteration # 54 - FCN = 297388.1701018 Edm = 0.036225 NCalls = 677 -VariableMetric: Iteration # 55 - FCN = 297388.1417797 Edm = 0.00539403 NCalls = 679 -VariableMetric: Iteration # 56 - FCN = 297388.1350454 Edm = 0.00161436 NCalls = 681 -VariableMetric: Iteration # 57 - FCN = 297388.1317596 Edm = 0.00124209 NCalls = 683 -VariableMetric: Iteration # 58 - FCN = 297388.1218629 Edm = 0.00810553 NCalls = 686 -VariableMetric: Iteration # 59 - FCN = 297387.8474027 Edm = 0.227966 NCalls = 690 -VariableMetric: Iteration # 60 - FCN = 297385.4181558 Edm = 0.320381 NCalls = 693 -VariableMetric: Iteration # 61 - FCN = 297385.2136532 Edm = 0.031658 NCalls = 695 -VariableMetric: Iteration # 62 - FCN = 297385.1766696 Edm = 0.0035558 NCalls = 697 -VariableMetric: Iteration # 63 - FCN = 297385.1712926 Edm = 0.000655238 NCalls = 699 -VariableMetric: Iteration # 64 - FCN = 297385.1679358 Edm = 0.00215337 NCalls = 701 -VariableMetric: Iteration # 65 - FCN = 297385.0017242 Edm = 0.135796 NCalls = 706 -VariableMetric: Iteration # 66 - FCN = 297382.3625305 Edm = 1.46795 NCalls = 710 -VariableMetric: Iteration # 67 - FCN = 297379.784198 Edm = 1.31978 NCalls = 713 -VariableMetric: Iteration # 68 - FCN = 297379.4771851 Edm = 0.417302 NCalls = 715 -VariableMetric: Iteration # 69 - FCN = 297379.0713109 Edm = 0.0383914 NCalls = 717 -VariableMetric: Iteration # 70 - FCN = 297379.0372334 Edm = 0.00648055 NCalls = 719 -VariableMetric: Iteration # 71 - FCN = 297379.0289878 Edm = 0.00157253 NCalls = 721 -VariableMetric: Iteration # 72 - FCN = 297379.0241995 Edm = 0.00276681 NCalls = 723 -VariableMetric: Iteration # 73 - FCN = 297379.0030187 Edm = 0.0202268 NCalls = 726 -VariableMetric: Iteration # 74 - FCN = 297378.8010482 Edm = 0.207965 NCalls = 731 -VariableMetric: Iteration # 75 - FCN = 297378.6890031 Edm = 0.104307 NCalls = 735 -VariableMetric: Iteration # 76 - FCN = 297375.8544689 Edm = 2.7408 NCalls = 740 -VariableMetric: Iteration # 77 - FCN = 297374.8206129 Edm = 1.0326 NCalls = 743 -VariableMetric: Iteration # 78 - FCN = 297373.8097596 Edm = 0.0943308 NCalls = 748 -VariableMetric: Iteration # 79 - FCN = 297373.7180675 Edm = 0.00641566 NCalls = 749 -VariableMetric: Iteration # 80 - FCN = 297373.7120704 Edm = 0.000253943 NCalls = 751 -VariableMetric: Iteration # 81 - FCN = 297373.7115972 Edm = 0.000121898 NCalls = 753 -VariableMetric: Iteration # 82 - FCN = 297373.708617 Edm = 0.00288041 NCalls = 757 -VariableMetric: Iteration # 83 - FCN = 297373.6593787 Edm = 0.043074 NCalls = 763 -VariableMetric: Iteration # 84 - FCN = 297372.8151214 Edm = 0.581552 NCalls = 767 -VariableMetric: Iteration # 85 - FCN = 297369.1436362 Edm = 0.638672 NCalls = 770 -VariableMetric: Iteration # 86 - FCN = 297368.252201 Edm = 0.312072 NCalls = 772 -VariableMetric: Iteration # 87 - FCN = 297367.9866638 Edm = 0.0664177 NCalls = 774 -VariableMetric: Iteration # 88 - FCN = 297367.9229985 Edm = 0.0488593 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297367.8925977 Edm = 0.00358114 NCalls = 778 -VariableMetric: Iteration # 90 - FCN = 297367.8882451 Edm = 0.000398309 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297367.8872519 Edm = 0.000513897 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297367.8806232 Edm = 0.00584869 NCalls = 785 -VariableMetric: Iteration # 93 - FCN = 297367.6108913 Edm = 0.215041 NCalls = 789 -VariableMetric: Iteration # 94 - FCN = 297365.2496378 Edm = 0.735153 NCalls = 793 -VariableMetric: Iteration # 95 - FCN = 297363.8396862 Edm = 0.395318 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297363.5702084 Edm = 0.15365 NCalls = 797 -VariableMetric: Iteration # 97 - FCN = 297363.4676897 Edm = 0.0736444 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297363.4113237 Edm = 0.0271398 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297363.3825065 Edm = 0.00429731 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297363.3778202 Edm = 0.000602484 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297363.3772953 Edm = 6.38205e-05 NCalls = 805 -VariableMetric: After Hessian - FCN = 297363.3772953 Edm = 9.84848 NCalls = 1290 -VariableMetric: Iteration # 102 - FCN = 297363.3772953 Edm = 9.84848 NCalls = 1290 -VariableMetric: Iteration # 103 - FCN = 297363.1640444 Edm = 15.4525 NCalls = 1293 -VariableMetric: Iteration # 104 - FCN = 297361.6094072 Edm = 4.03008 NCalls = 1300 -VariableMetric: Iteration # 105 - FCN = 297361.4187695 Edm = 0.250105 NCalls = 1302 -VariableMetric: Iteration # 106 - FCN = 297361.092276 Edm = 545.243 NCalls = 1304 -VariableMetric: Iteration # 107 - FCN = 297361.0892421 Edm = 57.6056 NCalls = 1309 -VariableMetric: Iteration # 108 - FCN = 297361.079097 Edm = 137.337 NCalls = 1313 -VariableMetric: Iteration # 109 - FCN = 297361.0551737 Edm = 14.9561 NCalls = 1317 -VariableMetric: Iteration # 110 - FCN = 297361.0510575 Edm = 22.3681 NCalls = 1320 -VariableMetric: Iteration # 111 - FCN = 297361.0354908 Edm = 20.9105 NCalls = 1323 -VariableMetric: Iteration # 112 - FCN = 297361.0061379 Edm = 9.72274 NCalls = 1326 -VariableMetric: Iteration # 113 - FCN = 297360.9869847 Edm = 5.02328 NCalls = 1329 -VariableMetric: Iteration # 114 - FCN = 297360.9581404 Edm = 4.77694 NCalls = 1332 -VariableMetric: Iteration # 115 - FCN = 297360.9439034 Edm = 4.99021 NCalls = 1335 -VariableMetric: Iteration # 116 - FCN = 297360.9270683 Edm = 1.36872 NCalls = 1338 -VariableMetric: Iteration # 117 - FCN = 297360.9222046 Edm = 1.19492 NCalls = 1341 -VariableMetric: Iteration # 118 - FCN = 297360.9128698 Edm = 1.85466 NCalls = 1344 -VariableMetric: Iteration # 119 - FCN = 297360.8828439 Edm = 0.361465 NCalls = 1346 -VariableMetric: Iteration # 120 - FCN = 297360.8812814 Edm = 1.53514 NCalls = 1348 -VariableMetric: Iteration # 121 - FCN = 297360.8741948 Edm = 0.0605473 NCalls = 1350 -VariableMetric: Iteration # 122 - FCN = 297360.8702535 Edm = 0.0702404 NCalls = 1352 -VariableMetric: Iteration # 123 - FCN = 297360.8631995 Edm = 0.0126955 NCalls = 1354 -VariableMetric: Iteration # 124 - FCN = 297360.8613525 Edm = 0.0112549 NCalls = 1356 -VariableMetric: Iteration # 125 - FCN = 297360.8588545 Edm = 0.00815145 NCalls = 1358 -VariableMetric: Iteration # 126 - FCN = 297360.8581019 Edm = 0.00974584 NCalls = 1360 -VariableMetric: Iteration # 127 - FCN = 297360.8573912 Edm = 0.000229435 NCalls = 1362 -VariableMetric: Iteration # 128 - FCN = 297360.8573514 Edm = 4.05299e-05 NCalls = 1364 -VariableMetric: After Hessian - FCN = 297360.8573514 Edm = 3.48447e-05 NCalls = 1857 -VariableMetric: Iteration # 129 - FCN = 297360.8573514 Edm = 3.48447e-05 NCalls = 1857 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318022.0312524 Edm = 116.306 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318022.0312524 Edm = 116.306 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300254.4321622 Edm = 78.7489 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299363.8967367 Edm = 253.698 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299130.2743519 Edm = 1.85606 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299126.9173043 Edm = 1.51915 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298042.7332264 Edm = 268.431 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297716.96444 Edm = 7.80726 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297712.7534217 Edm = 0.48267 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297712.4749714 Edm = 0.0478167 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297635.8418742 Edm = 6.86594 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297386.891839 Edm = 42.2069 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297312.308446 Edm = 0.73782 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297311.2590551 Edm = 0.273034 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297310.3215809 Edm = 0.363828 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297269.6460046 Edm = 7.83179 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297255.6961552 Edm = 0.619131 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297254.7316295 Edm = 0.043718 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297254.6714463 Edm = 0.0136875 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297254.5922433 Edm = 0.0533482 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297251.5206966 Edm = 2.3039 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297234.2744207 Edm = 4.99674 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297230.6872358 Edm = 0.602197 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297229.9460831 Edm = 0.0574056 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297229.8648528 Edm = 0.0167503 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297229.3986575 Edm = 0.436641 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297212.1213589 Edm = 3.98475 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297206.7728067 Edm = 0.150179 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297206.6443569 Edm = 0.0808569 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297206.5683945 Edm = 0.011046 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297206.5518855 Edm = 0.00543695 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297205.8735339 Edm = 0.75153 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297203.5272456 Edm = 2.25049 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297149.4452047 Edm = 9.63838 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297141.7288131 Edm = 2.1973 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297140.089762 Edm = 0.225282 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297139.8865802 Edm = 0.0169709 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297139.8671149 Edm = 0.00747946 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297139.7853718 Edm = 0.0723449 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297137.2890545 Edm = 1.99524 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297120.2082582 Edm = 10.0171 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297102.2098126 Edm = 0.813279 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297101.4753422 Edm = 0.398935 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297101.1416773 Edm = 0.0944049 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297100.9551823 Edm = 0.0213709 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297100.921003 Edm = 0.00641924 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297100.9110334 Edm = 0.00209078 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297100.9069648 Edm = 0.000740198 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297100.901706 Edm = 0.00412547 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297100.5720413 Edm = 0.313583 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297088.4437071 Edm = 1.63014 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297086.1341346 Edm = 3.07299 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297083.0586113 Edm = 0.75179 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297082.1519978 Edm = 0.397573 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297081.828988 Edm = 0.078145 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297081.7615925 Edm = 0.0258115 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297081.7290352 Edm = 0.00606728 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297081.7203061 Edm = 0.00172395 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297081.7175115 Edm = 0.000988619 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297081.6648042 Edm = 0.0508236 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297077.6365068 Edm = 3.11739 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297075.6917844 Edm = 1.85531 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297074.2718112 Edm = 0.277407 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297073.9984167 Edm = 0.0131211 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297073.9885405 Edm = 0.00127234 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297073.9872151 Edm = 0.000369598 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297073.9814819 Edm = 0.00580526 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297073.8773989 Edm = 0.114306 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297073.8756385 Edm = 0.00149269 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297073.5702983 Edm = 0.287367 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297073.5649189 Edm = 0.000366921 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297073.5630674 Edm = 0.00149366 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297073.5316597 Edm = 0.0274002 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297072.8324002 Edm = 0.577736 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297071.1560281 Edm = 0.348412 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297070.8891333 Edm = 0.00792714 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297070.8797395 Edm = 0.000386398 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297070.8792302 Edm = 0.000177675 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297070.8788916 Edm = 0.000128743 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297070.878256 Edm = 0.000727568 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 297070.8749095 Edm = 0.00501023 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297070.8059062 Edm = 0.065711 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297069.667227 Edm = 0.0555707 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297069.6071555 Edm = 0.00348492 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297069.6040527 Edm = 0.000161503 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297069.6038391 Edm = 3.05092e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297069.6038391 Edm = 1.07324 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297069.6038391 Edm = 1.07324 NCalls = 738 -VariableMetric: Iteration # 86 - FCN = 297068.7026441 Edm = 0.275641 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297068.6090405 Edm = 0.0208954 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297068.5868346 Edm = 0.00375439 NCalls = 744 -VariableMetric: Iteration # 89 - FCN = 297068.5800241 Edm = 0.0010199 NCalls = 746 -VariableMetric: Iteration # 90 - FCN = 297068.5781156 Edm = 0.00027737 NCalls = 748 -VariableMetric: Iteration # 91 - FCN = 297068.5775982 Edm = 0.000178346 NCalls = 750 -VariableMetric: Iteration # 92 - FCN = 297068.5770785 Edm = 0.000227943 NCalls = 752 -VariableMetric: Iteration # 93 - FCN = 297068.576677 Edm = 8.97783e-05 NCalls = 754 -VariableMetric: Iteration # 94 - FCN = 297068.5765532 Edm = 1.4213e-05 NCalls = 756 -VariableMetric: After Hessian - FCN = 297068.5765532 Edm = 4.78516e-05 NCalls = 1245 -VariableMetric: Iteration # 95 - FCN = 297068.5765532 Edm = 4.78516e-05 NCalls = 1245 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336113.0605779 Edm = 686.548 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336113.0605779 Edm = 686.548 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308404.1595619 Edm = 15.272 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307506.3576085 Edm = 19.8644 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 307481.2692995 Edm = 48.0783 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302613.5520056 Edm = 272.779 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301309.4204707 Edm = 266.93 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 301226.7081471 Edm = 575.589 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 300862.8047253 Edm = 143.632 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297916.6844544 Edm = 217.244 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297849.9452313 Edm = 580.352 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297590.9630457 Edm = 7.27703 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297581.6588114 Edm = 0.597249 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297581.003783 Edm = 0.516197 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297539.2381097 Edm = 32.1915 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297393.3294056 Edm = 1.70122 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297391.5819421 Edm = 0.0463687 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297391.4803171 Edm = 0.0658528 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297386.5784022 Edm = 3.47645 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297356.623866 Edm = 2.82889 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297353.8734353 Edm = 0.0493385 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297353.8113902 Edm = 0.016396 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297352.0732442 Edm = 1.54347 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297233.9029569 Edm = 21.941 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297206.8345548 Edm = 0.697971 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297206.2729009 Edm = 0.0499654 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297206.2118491 Edm = 0.00835603 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297205.8115045 Edm = 0.363627 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297192.185564 Edm = 5.84504 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297176.18402 Edm = 0.711195 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297175.1349899 Edm = 0.0447118 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297175.0910123 Edm = 0.00904736 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297175.0832142 Edm = 0.00154657 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297175.05908 Edm = 0.0212071 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297170.8086776 Edm = 2.4582 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297164.3220018 Edm = 0.0499229 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297164.2722848 Edm = 0.00148558 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297164.2703534 Edm = 0.000409319 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297164.2545743 Edm = 0.0154248 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297163.6502719 Edm = 0.200798 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297163.4226476 Edm = 0.00103716 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297163.4207281 Edm = 0.000646636 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297163.3750097 Edm = 0.0404677 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297146.2441429 Edm = 3.09573 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297144.2649641 Edm = 3.93884 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297139.5543085 Edm = 2.03048 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297136.4842267 Edm = 0.846507 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297135.5824585 Edm = 0.116174 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297135.4753849 Edm = 0.00265525 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297135.4720301 Edm = 0.000805915 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297135.4331623 Edm = 0.0432971 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297134.3789342 Edm = 0.148734 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297127.158505 Edm = 2.30471 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297121.0680972 Edm = 0.321695 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297120.822204 Edm = 0.0355664 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297120.7973007 Edm = 0.00142604 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297120.796038 Edm = 0.00029396 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297120.790414 Edm = 0.00540322 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297120.509563 Edm = 0.154304 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297118.6234183 Edm = 0.72084 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297117.6558452 Edm = 0.0180351 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297117.6411075 Edm = 0.00030747 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297117.6406112 Edm = 0.000165131 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297117.6376899 Edm = 0.00214228 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297117.5859069 Edm = 0.0547302 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297116.468827 Edm = 0.78239 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297114.9962705 Edm = 0.227328 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297114.844156 Edm = 0.0323801 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297114.8201242 Edm = 0.000699225 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297114.8194368 Edm = 0.000190576 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297114.8186171 Edm = 0.000768721 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297114.7519027 Edm = 0.0623335 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297113.5224542 Edm = 0.215695 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297113.3037992 Edm = 0.0101665 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297113.2971934 Edm = 0.000870464 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297113.2965083 Edm = 6.22936e-05 NCalls = 249 -VariableMetric: After Hessian - FCN = 297113.2965083 Edm = 49.1171 NCalls = 722 -VariableMetric: Iteration # 75 - FCN = 297113.2965083 Edm = 49.1171 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297110.2095184 Edm = 7533.39 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297109.2592028 Edm = 2.04527 NCalls = 730 -VariableMetric: Iteration # 78 - FCN = 297108.5725787 Edm = 0.591926 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297106.8915436 Edm = 0.181415 NCalls = 734 -VariableMetric: Iteration # 80 - FCN = 297106.3313991 Edm = 0.0961638 NCalls = 736 -VariableMetric: Iteration # 81 - FCN = 297106.220451 Edm = 0.0619661 NCalls = 738 -VariableMetric: Iteration # 82 - FCN = 297106.1015121 Edm = 0.0496201 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297106.0228033 Edm = 0.00709645 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297105.9998808 Edm = 0.00958814 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297105.9761025 Edm = 0.00337143 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297105.9524905 Edm = 0.0027216 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297105.9489139 Edm = 0.000658034 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297105.9439219 Edm = 0.000787324 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297105.9428562 Edm = 0.000180607 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297105.9419726 Edm = 8.41655e-05 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297105.9418279 Edm = 6.06735e-05 NCalls = 760 -VariableMetric: After Hessian - FCN = 297105.9418279 Edm = 0.00148697 NCalls = 1237 -VariableMetric: Iteration # 92 - FCN = 297105.9418279 Edm = 0.00148697 NCalls = 1237 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 352645.0024681 Edm = 326.019 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 352645.0024681 Edm = 326.019 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299390.9211307 Edm = 54.8001 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299055.4517696 Edm = 71.4764 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299026.8152783 Edm = 3.33594 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 298789.3863208 Edm = 290.806 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 298508.9020093 Edm = 203.634 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297608.568789 Edm = 0.904818 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297606.1797304 Edm = 0.160629 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297605.3687139 Edm = 0.323568 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297577.2167225 Edm = 19.8477 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297526.4093187 Edm = 0.23818 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297525.9962585 Edm = 0.0289029 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297518.2479303 Edm = 8.45874 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297517.8281927 Edm = 0.430073 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297512.3252384 Edm = 4.85835 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297456.9173097 Edm = 4.91857 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297454.0561435 Edm = 0.18316 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297453.9003251 Edm = 0.0287854 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297453.8231632 Edm = 0.0814472 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297451.650828 Edm = 2.05828 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297434.9594406 Edm = 0.660796 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297434.2611634 Edm = 0.0153874 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297434.2345441 Edm = 0.0107873 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297433.9769634 Edm = 0.275586 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297433.2007624 Edm = 0.651557 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297421.7588833 Edm = 0.918675 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297420.4918064 Edm = 0.452463 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297419.7347467 Edm = 0.0914548 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297419.6086488 Edm = 0.0113739 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297419.5920276 Edm = 0.00232796 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297419.5858161 Edm = 0.00336274 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297419.4742233 Edm = 0.100628 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297406.9525522 Edm = 2.13019 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297403.2146144 Edm = 0.29852 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297402.4667484 Edm = 0.0898145 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297402.3994404 Edm = 0.0857224 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297402.3459704 Edm = 0.00207967 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297402.3426956 Edm = 0.00100323 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297402.3103445 Edm = 0.0262596 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297401.1613568 Edm = 1.25149 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297400.5676693 Edm = 0.537286 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297396.457673 Edm = 0.362937 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297396.0838763 Edm = 0.00877758 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297396.0717933 Edm = 0.00127618 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297396.0639985 Edm = 0.00666967 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297395.8674142 Edm = 0.186168 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297393.3915531 Edm = 1.49172 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297391.4730855 Edm = 0.345201 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297391.0780946 Edm = 0.0191688 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297391.0538941 Edm = 0.00168205 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297391.0515771 Edm = 0.000717835 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297391.0384382 Edm = 0.0112881 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297390.4011171 Edm = 0.597472 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297383.8899332 Edm = 1.9258 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297380.9554013 Edm = 0.247357 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297380.5932192 Edm = 0.07169 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297380.5199665 Edm = 0.0188952 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297380.4949542 Edm = 0.00198603 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297380.4911473 Edm = 0.00115609 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297380.4838421 Edm = 0.00480045 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297380.2147379 Edm = 0.231452 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297374.0933201 Edm = 3.08672 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297364.6704836 Edm = 2.81241 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297363.054415 Edm = 0.706567 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297361.9364379 Edm = 0.570231 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297361.1949132 Edm = 0.652814 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297360.3762438 Edm = 0.231839 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297359.9378401 Edm = 0.145818 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297359.7100191 Edm = 0.0674386 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297359.6359792 Edm = 0.0155698 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297359.6158863 Edm = 0.00252619 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297359.6125805 Edm = 0.00123193 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297359.6107714 Edm = 0.000569482 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297359.6071432 Edm = 0.00287244 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297359.5458438 Edm = 0.0499894 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297355.924255 Edm = 2.20067 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297352.3676696 Edm = 0.165127 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297352.232332 Edm = 0.211232 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297352.1472841 Edm = 0.0437704 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297352.0116968 Edm = 0.0328817 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297351.9771824 Edm = 0.00695734 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297351.9676056 Edm = 0.000835199 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297351.9664259 Edm = 0.000229746 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297351.9658413 Edm = 0.000272083 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297351.9640467 Edm = 0.00156666 NCalls = 258 -VariableMetric: Iteration # 85 - FCN = 297351.857032 Edm = 0.104917 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297350.6315118 Edm = 0.797338 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297349.342612 Edm = 0.332565 NCalls = 271 -VariableMetric: Iteration # 88 - FCN = 297349.0503197 Edm = 0.0839992 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297348.9487879 Edm = 0.0106937 NCalls = 276 -VariableMetric: Iteration # 90 - FCN = 297348.9307159 Edm = 0.00215992 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297348.9273514 Edm = 0.000720414 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297348.9263773 Edm = 6.28983e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297348.9263773 Edm = 2.61308 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297348.9263773 Edm = 2.61308 NCalls = 759 -VariableMetric: Iteration # 94 - FCN = 297346.7334073 Edm = 1.10209 NCalls = 766 -VariableMetric: Iteration # 95 - FCN = 297345.7893603 Edm = 0.427103 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297345.6923859 Edm = 0.104312 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297344.5589224 Edm = 0.327768 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297344.4132926 Edm = 1.74937 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297344.1484848 Edm = 0.110162 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297344.0277409 Edm = 0.00790799 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297344.0178304 Edm = 0.00148219 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297344.0157405 Edm = 0.000375653 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297344.0152692 Edm = 8.24143e-05 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297344.0150916 Edm = 7.95144e-05 NCalls = 791 -VariableMetric: Iteration # 105 - FCN = 297344.0147716 Edm = 0.000109804 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297344.0145104 Edm = 3.83683e-05 NCalls = 796 -VariableMetric: After Hessian - FCN = 297344.0145104 Edm = 7.14329e-05 NCalls = 1283 -VariableMetric: Iteration # 107 - FCN = 297344.0145104 Edm = 7.14329e-05 NCalls = 1283 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308572.260774 Edm = 22.1194 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308572.260774 Edm = 22.1194 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305629.3940443 Edm = 10.3745 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 305610.2297072 Edm = 55.5994 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302043.8995355 Edm = 91.7304 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298416.8953139 Edm = 55.6896 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 297915.4074114 Edm = 25.75 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297908.9811321 Edm = 16.2458 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297903.443196 Edm = 0.375456 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297902.0331545 Edm = 1.33732 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297798.4968938 Edm = 59.5728 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297692.7805624 Edm = 1.0194 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297691.3479089 Edm = 0.185834 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297691.0369638 Edm = 0.0917229 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297690.4857495 Edm = 0.620999 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297625.9424292 Edm = 40.6404 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297528.9948654 Edm = 8.37222 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297509.8976 Edm = 1.79349 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297508.9190499 Edm = 0.0815247 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297508.6131323 Edm = 0.217859 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297498.880678 Edm = 6.78393 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297426.5690432 Edm = 3.83954 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297419.3126813 Edm = 0.363516 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297418.6250107 Edm = 0.0775904 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297418.5345096 Edm = 0.00813094 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297418.5172654 Edm = 0.0102936 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297418.3820137 Edm = 0.142292 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297414.4328754 Edm = 2.97384 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297396.5661431 Edm = 0.687655 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297395.8694035 Edm = 0.033488 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297395.8392437 Edm = 0.00293033 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297395.8251278 Edm = 0.0122484 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297394.9568891 Edm = 0.797888 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297372.138892 Edm = 2.24302 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297370.4418865 Edm = 0.608878 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297370.098677 Edm = 0.0224279 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297370.0684275 Edm = 0.0106251 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297370.0573295 Edm = 0.00239726 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297370.0444053 Edm = 0.0102074 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297368.4758943 Edm = 1.04155 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297358.6042653 Edm = 8.56121 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297354.865483 Edm = 9.98207 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297345.526538 Edm = 1.51211 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297342.241339 Edm = 0.447063 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297341.1328068 Edm = 0.955721 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297340.4411017 Edm = 0.686871 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297339.874456 Edm = 0.22935 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297339.7552354 Edm = 0.0108777 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297339.7428976 Edm = 0.00289522 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297339.7323244 Edm = 0.0087887 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297339.322656 Edm = 0.665738 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297339.2844784 Edm = 0.0413822 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297339.1180379 Edm = 0.136606 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297335.1148128 Edm = 1.6134 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297330.4884071 Edm = 0.37575 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297330.2176659 Edm = 0.107893 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297330.1516113 Edm = 0.00171957 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297330.149572 Edm = 0.000570629 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297330.1462456 Edm = 0.00321646 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297330.0249002 Edm = 0.0916867 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297329.1374285 Edm = 0.571382 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297327.3806557 Edm = 0.534605 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297326.3987583 Edm = 0.32866 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297326.1331313 Edm = 0.032103 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297326.095836 Edm = 0.00205445 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297326.0928435 Edm = 0.000392723 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297326.0910374 Edm = 0.000964444 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297326.0405859 Edm = 0.048364 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297324.250747 Edm = 1.21347 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297320.7625219 Edm = 0.709618 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297320.3321232 Edm = 0.0919946 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297320.2015093 Edm = 0.0119934 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297320.1898022 Edm = 0.00101998 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297320.1890197 Edm = 0.000133492 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297320.1884814 Edm = 0.000336772 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297320.1858308 Edm = 0.0018359 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297320.1533677 Edm = 0.0264419 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297319.7233179 Edm = 0.366251 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297316.113377 Edm = 0.453074 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297315.7718768 Edm = 0.0528996 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297315.7119829 Edm = 0.0047785 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297315.7066588 Edm = 0.00036093 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297315.7063094 Edm = 6.77461e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297315.7063094 Edm = 24771.7 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297315.7063094 Edm = 24771.7 NCalls = 733 -VariableMetric: Iteration # 83 - FCN = 297309.8533489 Edm = 218.114 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297309.6236426 Edm = 1.36567 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297307.1858987 Edm = 0.518741 NCalls = 749 -VariableMetric: Iteration # 86 - FCN = 297304.8499393 Edm = 2.2607 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297301.1437857 Edm = 2.62655 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297299.32244 Edm = 1.70016 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297296.9015891 Edm = 1.23301 NCalls = 763 -VariableMetric: Iteration # 90 - FCN = 297294.9033759 Edm = 0.284102 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297293.8649272 Edm = 0.337427 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297293.3639856 Edm = 0.263892 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297292.6963116 Edm = 0.243991 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297292.3356105 Edm = 0.0877952 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297292.2271788 Edm = 0.0735184 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297292.0734817 Edm = 0.032327 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297291.9957452 Edm = 0.0346819 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297291.8763699 Edm = 0.0161343 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297291.8476596 Edm = 0.00924652 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297291.7920562 Edm = 0.0103701 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297291.7671531 Edm = 0.0118023 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297291.712734 Edm = 0.00368595 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297291.7006266 Edm = 0.00588954 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297291.6691457 Edm = 0.00549605 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297291.6401165 Edm = 0.0148391 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297291.5787922 Edm = 0.00826424 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297291.4894292 Edm = 0.0750639 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297291.3148158 Edm = 0.121035 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297291.1834673 Edm = 0.0195025 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297291.1532503 Edm = 0.0452657 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297291.1143105 Edm = 0.0256506 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297291.0226133 Edm = 0.00999308 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297291.0078876 Edm = 0.00604878 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297290.9928236 Edm = 0.00344525 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297290.9827252 Edm = 0.00443081 NCalls = 832 -VariableMetric: Iteration # 116 - FCN = 297290.9689612 Edm = 0.00280276 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297290.9648749 Edm = 0.00125042 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297290.9595591 Edm = 0.00219367 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297290.9541025 Edm = 0.000781622 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297290.9471244 Edm = 0.00308336 NCalls = 844 -VariableMetric: Iteration # 121 - FCN = 297290.939306 Edm = 0.00093764 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297290.9279855 Edm = 0.00532731 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297290.9169651 Edm = 0.000553986 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297290.913931 Edm = 0.00195806 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297290.8999218 Edm = 0.00071428 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297290.8986316 Edm = 0.000426716 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297290.8880755 Edm = 0.0019873 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297290.8851541 Edm = 0.000224975 NCalls = 865 -VariableMetric: Iteration # 129 - FCN = 297290.8838146 Edm = 0.000842908 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297290.8772516 Edm = 0.000588401 NCalls = 871 -VariableMetric: Iteration # 131 - FCN = 297290.876552 Edm = 1.50202e-05 NCalls = 873 -VariableMetric: After Hessian - FCN = 297290.876552 Edm = 0.00042429 NCalls = 1358 -VariableMetric: Iteration # 132 - FCN = 297290.876552 Edm = 0.00042429 NCalls = 1358 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314646.0394867 Edm = 33.2716 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314646.0394867 Edm = 33.2716 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303210.2194029 Edm = 6.54319 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302268.9608982 Edm = 133.214 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302035.6874674 Edm = 188.648 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302010.6728453 Edm = 938.691 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 301986.9162457 Edm = 2.44781 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 301956.5631953 Edm = 48.5476 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 301100.423573 Edm = 164.447 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300985.300074 Edm = 47.7154 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 300940.2591914 Edm = 1.11546 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 300936.2672142 Edm = 4.76016 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 300893.2171218 Edm = 38.7362 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298624.518568 Edm = 344.615 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298499.7643621 Edm = 873.823 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297919.088949 Edm = 23.8653 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297879.3328662 Edm = 20.9828 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297776.4454714 Edm = 2.8723 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297773.3642723 Edm = 0.90192 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297772.3009016 Edm = 0.0640394 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297772.194964 Edm = 0.0275725 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297761.7581118 Edm = 9.0934 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297709.3679295 Edm = 7.12375 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297701.1717125 Edm = 0.118457 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297700.9184524 Edm = 0.163153 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297696.0962597 Edm = 4.86002 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297691.7648708 Edm = 3.954 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297639.3989204 Edm = 1.30534 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297638.4879961 Edm = 0.0450796 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297638.4203246 Edm = 0.0236404 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297637.8594656 Edm = 0.573757 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297609.251836 Edm = 16.3777 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297474.1919415 Edm = 62.319 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297390.6627229 Edm = 5.05721 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297385.1579039 Edm = 0.975831 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297381.5686337 Edm = 1.33169 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297379.6298013 Edm = 0.0383099 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297379.5946806 Edm = 0.00293231 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297379.587087 Edm = 0.00599016 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297378.9618596 Edm = 0.656012 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297372.4267086 Edm = 3.0639 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297369.7219792 Edm = 2.30874 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297366.6713986 Edm = 2.59319 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297365.0230714 Edm = 2.74939 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297360.4600335 Edm = 0.864591 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297358.3500988 Edm = 0.0290854 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297358.322441 Edm = 0.00136261 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297358.3207498 Edm = 0.000373185 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297358.3178705 Edm = 0.00192015 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297358.1903779 Edm = 0.142999 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297357.8075201 Edm = 0.348628 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297353.1440191 Edm = 0.775925 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297352.4254311 Edm = 0.208576 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297352.1713409 Edm = 0.0548124 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297352.1160047 Edm = 0.0129223 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297352.1057047 Edm = 0.00265861 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297352.1017691 Edm = 0.00133083 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297352.0773745 Edm = 0.020209 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297351.6551085 Edm = 0.425593 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297348.0628663 Edm = 2.10642 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297345.0222739 Edm = 1.15379 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297344.0223092 Edm = 0.700379 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297342.6724212 Edm = 0.438143 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297342.3735405 Edm = 0.109381 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297342.275757 Edm = 0.0475688 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297341.9633999 Edm = 0.557187 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297341.6441474 Edm = 1.7679 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297339.6918332 Edm = 1.79733 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297339.6658638 Edm = 0.130748 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297338.4098198 Edm = 1.45945 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297338.1343489 Edm = 0.268009 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297337.4681131 Edm = 0.747077 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297335.8130894 Edm = 2.26311 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297331.9251206 Edm = 3.00981 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297328.6574797 Edm = 1.96722 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297327.7626883 Edm = 0.135939 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297327.671831 Edm = 0.026107 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297327.6402131 Edm = 0.0100029 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297327.6343678 Edm = 0.0088397 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297327.6282612 Edm = 0.00306323 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297327.6201968 Edm = 0.00293771 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297327.6162033 Edm = 0.000908758 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297327.609942 Edm = 0.00506096 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297327.2959679 Edm = 0.187947 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297326.7874204 Edm = 0.721364 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297325.7149288 Edm = 0.582993 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297321.3957303 Edm = 2.08455 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297321.3202394 Edm = 4.24455 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297320.6982378 Edm = 0.0999507 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297320.4872619 Edm = 0.0722128 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297320.3397164 Edm = 0.0298856 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297320.3024553 Edm = 0.00799699 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297320.2961687 Edm = 0.00120035 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297320.2949225 Edm = 0.000700793 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297320.288634 Edm = 0.00440568 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297320.1720458 Edm = 0.0954156 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297316.2524437 Edm = 1.7239 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297314.5716178 Edm = 0.316526 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297314.3389657 Edm = 0.00742861 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297314.3315143 Edm = 0.000749222 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297314.3297618 Edm = 0.000757635 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297314.3283557 Edm = 0.00104384 NCalls = 319 -VariableMetric: Iteration # 101 - FCN = 297314.3219926 Edm = 0.00710914 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297314.033147 Edm = 0.278593 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297308.2148649 Edm = 0.779295 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297307.6268755 Edm = 0.12252 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297307.5530753 Edm = 0.0141162 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297307.5364019 Edm = 0.00213024 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297307.5334295 Edm = 0.000399306 NCalls = 341 -VariableMetric: Iteration # 108 - FCN = 297307.5330235 Edm = 0.00010001 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297307.5327879 Edm = 0.000140666 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297307.5303704 Edm = 0.00174343 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297307.5248104 Edm = 0.00313798 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297307.4753353 Edm = 0.0391917 NCalls = 353 -VariableMetric: Iteration # 113 - FCN = 297306.5407602 Edm = 0.84609 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297306.4409583 Edm = 0.340504 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297305.9501733 Edm = 0.322126 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297305.4033192 Edm = 0.0763203 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297305.3408979 Edm = 0.00493865 NCalls = 370 -VariableMetric: Iteration # 118 - FCN = 297305.3328043 Edm = 0.00314974 NCalls = 372 -VariableMetric: Iteration # 119 - FCN = 297305.3197208 Edm = 0.00558507 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297305.3103478 Edm = 0.00206788 NCalls = 377 -VariableMetric: Iteration # 121 - FCN = 297305.3072089 Edm = 0.000292618 NCalls = 379 -VariableMetric: Iteration # 122 - FCN = 297305.3067905 Edm = 8.23076e-05 NCalls = 381 -VariableMetric: Iteration # 123 - FCN = 297305.3061404 Edm = 0.000506828 NCalls = 384 -VariableMetric: Iteration # 124 - FCN = 297305.2952258 Edm = 0.0109338 NCalls = 388 -VariableMetric: Iteration # 125 - FCN = 297305.2463607 Edm = 0.0410127 NCalls = 394 -VariableMetric: Iteration # 126 - FCN = 297304.4229902 Edm = 0.60154 NCalls = 400 -VariableMetric: Iteration # 127 - FCN = 297304.045985 Edm = 0.0880967 NCalls = 403 -VariableMetric: Iteration # 128 - FCN = 297303.9713758 Edm = 0.0389046 NCalls = 405 -VariableMetric: Iteration # 129 - FCN = 297303.9480189 Edm = 0.0156475 NCalls = 407 -VariableMetric: Iteration # 130 - FCN = 297303.9312788 Edm = 0.00779862 NCalls = 409 -VariableMetric: Iteration # 131 - FCN = 297303.9152424 Edm = 0.00226587 NCalls = 411 -VariableMetric: Iteration # 132 - FCN = 297303.9112459 Edm = 0.000452282 NCalls = 413 -VariableMetric: Iteration # 133 - FCN = 297303.9105833 Edm = 0.000101581 NCalls = 415 -VariableMetric: Iteration # 134 - FCN = 297303.9104674 Edm = 3.9368e-05 NCalls = 417 -VariableMetric: After Hessian - FCN = 297303.9104674 Edm = 2.19541 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297303.9104674 Edm = 2.19541 NCalls = 904 -VariableMetric: Iteration # 136 - FCN = 297301.3595234 Edm = 0.111785 NCalls = 907 -VariableMetric: Iteration # 137 - FCN = 297301.2572341 Edm = 0.0422469 NCalls = 909 -VariableMetric: Iteration # 138 - FCN = 297301.2103215 Edm = 0.0151515 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297301.1827564 Edm = 0.00895526 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297301.1697541 Edm = 0.00918872 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297301.148799 Edm = 0.00442436 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297301.1407566 Edm = 0.00209423 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297301.138398 Edm = 0.00103884 NCalls = 923 -VariableMetric: Iteration # 144 - FCN = 297301.1360397 Edm = 0.000499307 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 297301.1355411 Edm = 0.000333834 NCalls = 927 -VariableMetric: Iteration # 146 - FCN = 297301.1348603 Edm = 0.000270263 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297301.1342846 Edm = 0.000113713 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297301.1339439 Edm = 7.49696e-05 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297301.1338207 Edm = 9.70552e-06 NCalls = 935 -VariableMetric: After Hessian - FCN = 297301.1338207 Edm = 0.00050273 NCalls = 1430 -VariableMetric: Iteration # 150 - FCN = 297301.1338207 Edm = 0.00050273 NCalls = 1430 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310898.8053689 Edm = 32.4643 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310898.8053689 Edm = 32.4643 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307400.027646 Edm = 8.06666 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 307322.3126133 Edm = 137.395 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 307278.5806605 Edm = 12.3074 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 304757.4158674 Edm = 2602.94 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 304729.0061015 Edm = 36.218 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 302482.9503981 Edm = 499.787 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 301971.7590353 Edm = 6.91043 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 301934.9020332 Edm = 15.7604 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 301880.3773981 Edm = 13.5769 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 301614.1116014 Edm = 118.653 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 300846.4227876 Edm = 510.801 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298982.5208234 Edm = 1985.05 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298662.9513174 Edm = 585.521 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298214.4392243 Edm = 99.2742 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297958.8875848 Edm = 11.0895 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297946.572715 Edm = 0.920484 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297945.3259087 Edm = 0.31553 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297944.6564743 Edm = 0.0617951 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297943.0792509 Edm = 1.49241 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297800.8859703 Edm = 13.2232 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297783.2387863 Edm = 0.16036 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297783.0615698 Edm = 0.0113875 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297782.7596486 Edm = 0.332604 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297771.7140862 Edm = 8.67234 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297673.1095478 Edm = 8.91565 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297661.352829 Edm = 0.548126 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297660.7046135 Edm = 0.0179177 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297660.6731767 Edm = 0.00370712 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297660.664764 Edm = 0.0070249 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297660.5888435 Edm = 0.0983775 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297657.149086 Edm = 1.07279 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297640.1367317 Edm = 5.90743 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297625.7927969 Edm = 0.274298 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297625.5331579 Edm = 0.00687364 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297625.5261086 Edm = 0.00155453 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297625.5196306 Edm = 0.00456924 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297625.4183462 Edm = 0.112358 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297621.3883954 Edm = 2.62827 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297615.9547225 Edm = 0.0784525 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297615.867712 Edm = 0.0149055 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297615.848477 Edm = 0.00097361 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297615.8447178 Edm = 0.00273899 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297615.6037643 Edm = 0.24619 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297612.2913793 Edm = 0.969943 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297608.7037554 Edm = 0.202115 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297608.5056043 Edm = 0.00383751 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297608.500896 Edm = 0.000682605 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297608.4998582 Edm = 0.000582303 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297608.4979041 Edm = 0.00118683 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297608.4700704 Edm = 0.02321 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297604.6185177 Edm = 1.81051 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297600.9171245 Edm = 0.0424492 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297600.8815914 Edm = 0.00169191 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297600.8799353 Edm = 0.000149084 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297600.8794427 Edm = 0.000226476 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297600.8766481 Edm = 0.00181752 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297600.8167546 Edm = 0.0561581 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297598.0560843 Edm = 1.4925 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297596.2907579 Edm = 1.62396 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297594.9722694 Edm = 0.188997 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297594.8267387 Edm = 0.0287427 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297594.805711 Edm = 0.00376751 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297594.8013999 Edm = 0.00197794 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297594.7885563 Edm = 0.0138318 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297594.6232671 Edm = 0.256923 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297594.4711223 Edm = 0.146502 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297585.6609748 Edm = 1.86287 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297584.143032 Edm = 0.380973 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297583.8957468 Edm = 0.121458 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297583.8041653 Edm = 0.0167065 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297583.7863707 Edm = 0.00250423 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297583.7839461 Edm = 0.000207609 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297583.7836532 Edm = 0.000203061 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297583.7821812 Edm = 0.00154788 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297583.775101 Edm = 0.00669784 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297583.5497415 Edm = 0.134234 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297581.9417747 Edm = 0.222666 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297581.7461999 Edm = 0.00299301 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297581.7436664 Edm = 0.000123548 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297581.7435166 Edm = 4.47847e-05 NCalls = 253 -VariableMetric: After Hessian - FCN = 297581.7435166 Edm = 2.42532 NCalls = 730 -VariableMetric: Iteration # 81 - FCN = 297581.7435166 Edm = 2.42532 NCalls = 730 -VariableMetric: Iteration # 82 - FCN = 297579.3623081 Edm = 1.893 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297579.1444288 Edm = 0.238638 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297578.7880471 Edm = 0.12298 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297578.6379385 Edm = 0.483423 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297578.303358 Edm = 0.326648 NCalls = 741 -VariableMetric: Iteration # 87 - FCN = 297577.8234606 Edm = 0.244229 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297577.4508161 Edm = 0.838665 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297576.4562624 Edm = 0.776985 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297576.1555006 Edm = 0.543255 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297575.5125459 Edm = 0.701126 NCalls = 757 -VariableMetric: Iteration # 92 - FCN = 297575.2186859 Edm = 0.399918 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297574.8523729 Edm = 0.199702 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297574.6835169 Edm = 0.278516 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297574.4803953 Edm = 0.0819494 NCalls = 768 -VariableMetric: Iteration # 96 - FCN = 297574.4124047 Edm = 0.0249488 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297574.3951676 Edm = 0.00470427 NCalls = 771 -VariableMetric: Iteration # 98 - FCN = 297574.3922053 Edm = 0.000859372 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297574.391591 Edm = 6.29464e-05 NCalls = 775 -VariableMetric: After Hessian - FCN = 297574.391591 Edm = 8.15202e-05 NCalls = 1252 -VariableMetric: Iteration # 100 - FCN = 297574.391591 Edm = 8.15202e-05 NCalls = 1252 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314350.4255927 Edm = 25.0835 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314350.4255927 Edm = 25.0835 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313289.6254992 Edm = 67.8882 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303354.1665344 Edm = 243.509 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 303302.9957609 Edm = 291.822 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 303291.3010305 Edm = 7.58928 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 302718.2035532 Edm = 101.399 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 302417.0615672 Edm = 650.853 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 302392.1838138 Edm = 39.6419 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 302345.8154916 Edm = 2.83122 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 299799.0017094 Edm = 28.7668 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 299021.4281747 Edm = 5019.93 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 298763.9237909 Edm = 183.279 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 298038.7109886 Edm = 163.579 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297904.2993513 Edm = 8.61827 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297896.6246763 Edm = 4.09323 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297875.5794931 Edm = 19.5167 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297765.8887811 Edm = 18.6094 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297741.8926571 Edm = 2.03697 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297736.8850955 Edm = 2.15004 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297733.6490647 Edm = 0.497784 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297733.0116027 Edm = 0.126989 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297732.7267199 Edm = 0.0836369 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297732.4626962 Edm = 0.116077 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297731.7479876 Edm = 0.610155 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297729.1273208 Edm = 0.699348 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297727.1392618 Edm = 0.531394 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297723.4937446 Edm = 2.68228 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297721.9409793 Edm = 3.17197 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297719.93425 Edm = 0.350115 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297719.5781775 Edm = 0.678486 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297718.4965236 Edm = 0.626956 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297718.3384096 Edm = 0.94755 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297716.4877881 Edm = 3.44378 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297714.5908709 Edm = 1.71338 NCalls = 137 -VariableMetric: Iteration # 34 - FCN = 297708.185802 Edm = 3.45377 NCalls = 143 -VariableMetric: Iteration # 35 - FCN = 297695.7219401 Edm = 6.51977 NCalls = 147 -VariableMetric: Iteration # 36 - FCN = 297694.0968134 Edm = 2.53204 NCalls = 149 -VariableMetric: Iteration # 37 - FCN = 297689.7868308 Edm = 2.38316 NCalls = 152 -VariableMetric: Iteration # 38 - FCN = 297688.7896412 Edm = 0.937232 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297686.0410073 Edm = 1.47882 NCalls = 156 -VariableMetric: Iteration # 40 - FCN = 297684.2488242 Edm = 2.28861 NCalls = 158 -VariableMetric: Iteration # 41 - FCN = 297677.7345437 Edm = 2.68612 NCalls = 165 -VariableMetric: Iteration # 42 - FCN = 297677.3640073 Edm = 2.22171 NCalls = 167 -VariableMetric: Iteration # 43 - FCN = 297675.7683799 Edm = 0.754711 NCalls = 169 -VariableMetric: Iteration # 44 - FCN = 297675.188003 Edm = 3.17811 NCalls = 171 -VariableMetric: Iteration # 45 - FCN = 297674.4935449 Edm = 0.26472 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297674.0765156 Edm = 0.278166 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297671.1439656 Edm = 3.56902 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297669.9242613 Edm = 2.20762 NCalls = 184 -VariableMetric: Iteration # 49 - FCN = 297658.6063784 Edm = 5.52619 NCalls = 189 -VariableMetric: Iteration # 50 - FCN = 297637.0231002 Edm = 2.71196 NCalls = 192 -VariableMetric: Iteration # 51 - FCN = 297634.8040026 Edm = 8.4704 NCalls = 194 -VariableMetric: Iteration # 52 - FCN = 297633.6149511 Edm = 8.44717 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297632.0738701 Edm = 1.80701 NCalls = 198 -VariableMetric: Iteration # 54 - FCN = 297631.296524 Edm = 0.197867 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297630.845752 Edm = 0.200385 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297626.3322058 Edm = 4.02294 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297616.5955183 Edm = 4.79623 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297616.0730024 Edm = 3.02865 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297612.5413981 Edm = 3.3234 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297611.3019428 Edm = 0.445547 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297609.3241207 Edm = 0.500103 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297608.5552757 Edm = 0.272714 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297608.3481837 Edm = 0.0984049 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297608.1263507 Edm = 0.0457709 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297607.9501661 Edm = 0.146583 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297607.2583852 Edm = 0.73244 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297584.3435088 Edm = 39.2363 NCalls = 245 -VariableMetric: Iteration # 68 - FCN = 297583.3409012 Edm = 1.07771 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297582.1019485 Edm = 0.142349 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297581.489498 Edm = 0.842898 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297570.7149893 Edm = 3.55458 NCalls = 257 -VariableMetric: Iteration # 72 - FCN = 297569.9048717 Edm = 1.68949 NCalls = 260 -VariableMetric: Iteration # 73 - FCN = 297568.343795 Edm = 0.378754 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297567.38387 Edm = 0.548294 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297567.0689557 Edm = 0.0805635 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297566.82339 Edm = 0.147363 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297554.252 Edm = 4.61854 NCalls = 278 -VariableMetric: Iteration # 78 - FCN = 297547.1904879 Edm = 0.702957 NCalls = 280 -VariableMetric: Iteration # 79 - FCN = 297546.4401974 Edm = 0.371727 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297546.1337792 Edm = 0.250915 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297545.621768 Edm = 0.109832 NCalls = 287 -VariableMetric: Iteration # 82 - FCN = 297544.8395535 Edm = 0.74217 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297485.8720341 Edm = 27.943 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297464.2623484 Edm = 3.29613 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297461.2414709 Edm = 0.180089 NCalls = 301 -VariableMetric: Iteration # 86 - FCN = 297460.9640547 Edm = 0.0793369 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297459.6853816 Edm = 0.812978 NCalls = 309 -VariableMetric: Iteration # 88 - FCN = 297459.6171619 Edm = 0.271928 NCalls = 311 -VariableMetric: Iteration # 89 - FCN = 297456.4497229 Edm = 0.750909 NCalls = 317 -VariableMetric: Iteration # 90 - FCN = 297455.9848296 Edm = 0.464365 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297455.558866 Edm = 0.0840768 NCalls = 321 -VariableMetric: Iteration # 92 - FCN = 297455.4046883 Edm = 0.0970307 NCalls = 324 -VariableMetric: Iteration # 93 - FCN = 297455.2929072 Edm = 0.0517103 NCalls = 327 -VariableMetric: Iteration # 94 - FCN = 297455.2215877 Edm = 0.0263559 NCalls = 329 -VariableMetric: Iteration # 95 - FCN = 297455.1730425 Edm = 0.0362008 NCalls = 331 -VariableMetric: Iteration # 96 - FCN = 297455.1465533 Edm = 0.030548 NCalls = 333 -VariableMetric: Iteration # 97 - FCN = 297455.0799555 Edm = 0.0161211 NCalls = 338 -VariableMetric: Iteration # 98 - FCN = 297455.0260275 Edm = 0.150191 NCalls = 340 -VariableMetric: Iteration # 99 - FCN = 297455.0015523 Edm = 0.0146276 NCalls = 342 -VariableMetric: Iteration # 100 - FCN = 297454.9458159 Edm = 0.0132331 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297454.9143675 Edm = 0.0116357 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297454.9053391 Edm = 0.0185298 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297454.8710481 Edm = 0.0145845 NCalls = 354 -VariableMetric: Iteration # 104 - FCN = 297454.7089804 Edm = 0.0800081 NCalls = 360 -VariableMetric: Iteration # 105 - FCN = 297454.6537783 Edm = 0.258635 NCalls = 362 -VariableMetric: Iteration # 106 - FCN = 297454.3576212 Edm = 0.223145 NCalls = 364 -VariableMetric: Iteration # 107 - FCN = 297443.4617593 Edm = 4.219 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297433.4641292 Edm = 7.22617 NCalls = 375 -VariableMetric: Iteration # 109 - FCN = 297432.9143305 Edm = 1.26126 NCalls = 377 -VariableMetric: Iteration # 110 - FCN = 297432.2749687 Edm = 0.101296 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297432.1388933 Edm = 0.0587925 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297431.9854228 Edm = 0.0680162 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297431.8859533 Edm = 0.0243175 NCalls = 386 -VariableMetric: Iteration # 114 - FCN = 297431.8386887 Edm = 0.0120797 NCalls = 388 -VariableMetric: Iteration # 115 - FCN = 297431.775424 Edm = 0.0652705 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297431.6703383 Edm = 0.096852 NCalls = 394 -VariableMetric: Iteration # 117 - FCN = 297431.0303875 Edm = 0.531452 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297427.0552186 Edm = 6.58466 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297423.2897169 Edm = 2.6852 NCalls = 408 -VariableMetric: Iteration # 120 - FCN = 297416.1290808 Edm = 0.592302 NCalls = 410 -VariableMetric: Iteration # 121 - FCN = 297415.5349263 Edm = 0.371441 NCalls = 412 -VariableMetric: Iteration # 122 - FCN = 297415.0544514 Edm = 0.315328 NCalls = 415 -VariableMetric: Iteration # 123 - FCN = 297414.6186407 Edm = 0.190676 NCalls = 418 -VariableMetric: Iteration # 124 - FCN = 297414.4526072 Edm = 0.0135709 NCalls = 420 -VariableMetric: Iteration # 125 - FCN = 297414.4348015 Edm = 0.00839219 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297414.4208449 Edm = 0.00201688 NCalls = 424 -VariableMetric: Iteration # 127 - FCN = 297414.4171557 Edm = 0.00142052 NCalls = 426 -VariableMetric: Iteration # 128 - FCN = 297414.3893548 Edm = 0.0254607 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297412.7307467 Edm = 1.91149 NCalls = 436 -VariableMetric: Iteration # 130 - FCN = 297412.5925761 Edm = 0.256495 NCalls = 439 -VariableMetric: Iteration # 131 - FCN = 297411.7950619 Edm = 0.775618 NCalls = 443 -VariableMetric: Iteration # 132 - FCN = 297411.3312978 Edm = 0.379808 NCalls = 447 -VariableMetric: Iteration # 133 - FCN = 297407.9059801 Edm = 0.544255 NCalls = 451 -VariableMetric: Iteration # 134 - FCN = 297406.8594826 Edm = 2.58356 NCalls = 453 -VariableMetric: Iteration # 135 - FCN = 297404.9051026 Edm = 0.178176 NCalls = 455 -VariableMetric: Iteration # 136 - FCN = 297404.4144828 Edm = 0.210613 NCalls = 457 -VariableMetric: Iteration # 137 - FCN = 297403.9862421 Edm = 0.0407332 NCalls = 460 -VariableMetric: Iteration # 138 - FCN = 297403.9436648 Edm = 0.00424026 NCalls = 462 -VariableMetric: Iteration # 139 - FCN = 297403.9361459 Edm = 0.00362173 NCalls = 464 -VariableMetric: Iteration # 140 - FCN = 297403.9096196 Edm = 0.0245828 NCalls = 467 -VariableMetric: Iteration # 141 - FCN = 297403.3566703 Edm = 0.323618 NCalls = 473 -VariableMetric: Iteration # 142 - FCN = 297401.1025445 Edm = 0.857707 NCalls = 476 -VariableMetric: Iteration # 143 - FCN = 297397.7137123 Edm = 1.93778 NCalls = 478 -VariableMetric: Iteration # 144 - FCN = 297395.0720779 Edm = 0.758404 NCalls = 481 -VariableMetric: Iteration # 145 - FCN = 297394.1612753 Edm = 0.429076 NCalls = 483 -VariableMetric: Iteration # 146 - FCN = 297393.9354988 Edm = 0.0888757 NCalls = 485 -VariableMetric: Iteration # 147 - FCN = 297393.8337414 Edm = 0.0132301 NCalls = 487 -VariableMetric: Iteration # 148 - FCN = 297393.820182 Edm = 0.00109878 NCalls = 488 -VariableMetric: Iteration # 149 - FCN = 297393.8174167 Edm = 0.00173332 NCalls = 490 -VariableMetric: Iteration # 150 - FCN = 297393.758262 Edm = 0.0596706 NCalls = 495 -VariableMetric: Iteration # 151 - FCN = 297392.5274358 Edm = 0.0359192 NCalls = 502 -VariableMetric: Iteration # 152 - FCN = 297384.9628961 Edm = 8.03569 NCalls = 508 -VariableMetric: Iteration # 153 - FCN = 297380.0407127 Edm = 2.58445 NCalls = 510 -VariableMetric: Iteration # 154 - FCN = 297377.649296 Edm = 2.79205 NCalls = 514 -VariableMetric: Iteration # 155 - FCN = 297374.102482 Edm = 0.738841 NCalls = 516 -VariableMetric: Iteration # 156 - FCN = 297373.1926107 Edm = 0.672533 NCalls = 518 -VariableMetric: Iteration # 157 - FCN = 297372.7580252 Edm = 0.131265 NCalls = 520 -VariableMetric: Iteration # 158 - FCN = 297372.5482346 Edm = 0.0455117 NCalls = 522 -VariableMetric: Iteration # 159 - FCN = 297372.512678 Edm = 0.00219465 NCalls = 524 -VariableMetric: Iteration # 160 - FCN = 297372.5090308 Edm = 0.00148817 NCalls = 526 -VariableMetric: Iteration # 161 - FCN = 297372.5057883 Edm = 0.00316641 NCalls = 528 -VariableMetric: Iteration # 162 - FCN = 297372.3521403 Edm = 0.131568 NCalls = 534 -VariableMetric: Iteration # 163 - FCN = 297367.7777529 Edm = 1.68517 NCalls = 539 -VariableMetric: Iteration # 164 - FCN = 297365.7987465 Edm = 0.664283 NCalls = 541 -VariableMetric: Iteration # 165 - FCN = 297365.2414387 Edm = 0.0194603 NCalls = 543 -VariableMetric: Iteration # 166 - FCN = 297365.2199869 Edm = 0.000532025 NCalls = 545 -VariableMetric: Iteration # 167 - FCN = 297365.2186042 Edm = 0.0010259 NCalls = 547 -VariableMetric: Iteration # 168 - FCN = 297365.201434 Edm = 0.0146875 NCalls = 552 -VariableMetric: Iteration # 169 - FCN = 297364.9126292 Edm = 0.266753 NCalls = 556 -VariableMetric: Iteration # 170 - FCN = 297363.1116305 Edm = 0.24666 NCalls = 559 -VariableMetric: Iteration # 171 - FCN = 297362.8824101 Edm = 0.00861601 NCalls = 561 -VariableMetric: Iteration # 172 - FCN = 297362.8745698 Edm = 0.000278675 NCalls = 562 -VariableMetric: Iteration # 173 - FCN = 297362.8741893 Edm = 0.000148471 NCalls = 564 -VariableMetric: Iteration # 174 - FCN = 297362.8718275 Edm = 0.00250126 NCalls = 568 -VariableMetric: Iteration # 175 - FCN = 297362.7710103 Edm = 0.0708685 NCalls = 575 -VariableMetric: Iteration # 176 - FCN = 297361.5337773 Edm = 0.470996 NCalls = 578 -VariableMetric: Iteration # 177 - FCN = 297360.8917723 Edm = 0.0168827 NCalls = 581 -VariableMetric: Iteration # 178 - FCN = 297360.8742102 Edm = 0.000692028 NCalls = 583 -VariableMetric: Iteration # 179 - FCN = 297360.8734997 Edm = 3.09153e-05 NCalls = 584 -VariableMetric: After Hessian - FCN = 297360.8734997 Edm = 8.09416 NCalls = 1065 -VariableMetric: Iteration # 180 - FCN = 297360.8734997 Edm = 8.09416 NCalls = 1065 -VariableMetric: Iteration # 181 - FCN = 297360.0475801 Edm = 5.16282 NCalls = 1067 -VariableMetric: Iteration # 182 - FCN = 297357.9042155 Edm = 1.34014 NCalls = 1069 -VariableMetric: Iteration # 183 - FCN = 297357.5130165 Edm = 0.133226 NCalls = 1071 -VariableMetric: Iteration # 184 - FCN = 297357.3750744 Edm = 0.0297657 NCalls = 1073 -VariableMetric: Iteration # 185 - FCN = 297357.3075782 Edm = 0.00955484 NCalls = 1077 -VariableMetric: Iteration # 186 - FCN = 297357.2898675 Edm = 0.00836582 NCalls = 1079 -VariableMetric: Iteration # 187 - FCN = 297357.2759683 Edm = 0.0079187 NCalls = 1081 -VariableMetric: Iteration # 188 - FCN = 297357.2607193 Edm = 0.0034302 NCalls = 1084 -VariableMetric: Iteration # 189 - FCN = 297357.2574257 Edm = 0.000444611 NCalls = 1085 -VariableMetric: Iteration # 190 - FCN = 297357.2561691 Edm = 0.000790604 NCalls = 1087 -VariableMetric: Iteration # 191 - FCN = 297357.2539055 Edm = 0.000266263 NCalls = 1090 -VariableMetric: Iteration # 192 - FCN = 297357.2536253 Edm = 9.99258e-06 NCalls = 1092 -VariableMetric: After Hessian - FCN = 297357.2536253 Edm = 1.30398e-05 NCalls = 1585 -VariableMetric: Iteration # 193 - FCN = 297357.2536253 Edm = 1.30398e-05 NCalls = 1585 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 347100.5350698 Edm = 9229.85 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 347100.5350698 Edm = 9229.85 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 325149.4253515 Edm = 216.409 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 323532.8972477 Edm = 23.1571 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 323327.1421588 Edm = 2179.85 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 309261.2509591 Edm = 346.639 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 309132.6362317 Edm = 1331.08 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 304067.9191803 Edm = 28.5008 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 299377.2477327 Edm = 14.7036 NCalls = 49 -VariableMetric: Iteration # 8 - FCN = 299312.6222624 Edm = 45.4754 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 298472.9108114 Edm = 167.94 NCalls = 56 -VariableMetric: Iteration # 10 - FCN = 298355.8410166 Edm = 2.72973 NCalls = 58 -VariableMetric: Iteration # 11 - FCN = 298353.7727354 Edm = 0.87672 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298348.9012241 Edm = 7.77441 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 298138.3686885 Edm = 156.491 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 297737.0380356 Edm = 80.7361 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 297693.1224577 Edm = 41.1017 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297678.201976 Edm = 0.0490666 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297678.0106079 Edm = 0.156821 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297665.881979 Edm = 3.76377 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297661.2326391 Edm = 0.397217 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297660.8901932 Edm = 0.0523294 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297660.8015145 Edm = 0.0135905 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297660.5782598 Edm = 0.231533 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297641.5964499 Edm = 3.43345 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297626.7937403 Edm = 3.25879 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297624.0270035 Edm = 0.0953307 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297623.9321648 Edm = 0.0148202 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297623.7890508 Edm = 0.152818 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297619.9494241 Edm = 4.27101 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297618.9291523 Edm = 1.02866 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297613.8321042 Edm = 3.65787 NCalls = 126 -VariableMetric: Iteration # 31 - FCN = 297591.7843228 Edm = 2.26928 NCalls = 130 -VariableMetric: Iteration # 32 - FCN = 297588.391036 Edm = 0.782927 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297586.7392493 Edm = 0.138959 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297586.5660029 Edm = 0.0293471 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297586.5135505 Edm = 0.0147109 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297586.3630851 Edm = 0.102697 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297579.86364 Edm = 3.93456 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297564.1838493 Edm = 6.53448 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297560.3414439 Edm = 5.19659 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297557.1081518 Edm = 1.12311 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297555.8325993 Edm = 0.257774 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297555.6725999 Edm = 0.0446039 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297555.6263759 Edm = 0.00998871 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297555.599261 Edm = 0.0304735 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297554.7769847 Edm = 0.860259 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297554.696061 Edm = 0.0755328 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297548.1833627 Edm = 6.27032 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297548.160184 Edm = 0.0122624 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297547.9771638 Edm = 0.202885 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297547.805434 Edm = 0.134201 NCalls = 189 -VariableMetric: Iteration # 51 - FCN = 297520.3146302 Edm = 13.7711 NCalls = 196 -VariableMetric: Iteration # 52 - FCN = 297503.4784121 Edm = 19.4423 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297482.7775975 Edm = 6.14362 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297474.3472251 Edm = 3.08999 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297470.148553 Edm = 0.713178 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297469.6053926 Edm = 0.0703529 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297469.5409813 Edm = 0.0112991 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297469.497349 Edm = 0.0276127 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297469.3199404 Edm = 0.0276334 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297469.2271624 Edm = 0.0432932 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297469.1514762 Edm = 0.00817131 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297469.1376885 Edm = 0.00497762 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297469.1098729 Edm = 0.022335 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297467.0541671 Edm = 2.32279 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297466.4407951 Edm = 0.613155 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297466.0554201 Edm = 0.315628 NCalls = 239 -VariableMetric: Iteration # 67 - FCN = 297459.1580669 Edm = 7.84805 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297456.745229 Edm = 2.72995 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297450.8061309 Edm = 11.2023 NCalls = 254 -VariableMetric: Iteration # 70 - FCN = 297436.1645224 Edm = 22.65 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297435.1235327 Edm = 1.20989 NCalls = 261 -VariableMetric: Iteration # 72 - FCN = 297431.5161255 Edm = 4.22046 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297428.0136558 Edm = 1.14554 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297426.3487088 Edm = 0.216559 NCalls = 270 -VariableMetric: Iteration # 75 - FCN = 297426.1224301 Edm = 0.0387057 NCalls = 272 -VariableMetric: Iteration # 76 - FCN = 297426.0746348 Edm = 0.00648735 NCalls = 274 -VariableMetric: Iteration # 77 - FCN = 297426.0674754 Edm = 0.00203707 NCalls = 276 -VariableMetric: Iteration # 78 - FCN = 297426.0594454 Edm = 0.006159 NCalls = 278 -VariableMetric: Iteration # 79 - FCN = 297426.011444 Edm = 0.0382774 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297425.5566312 Edm = 0.381131 NCalls = 285 -VariableMetric: Iteration # 81 - FCN = 297421.5133699 Edm = 2.57076 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297417.6289373 Edm = 0.311795 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297417.3689181 Edm = 0.0881446 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297417.2845366 Edm = 0.0176668 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297417.2570993 Edm = 0.00094908 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297417.2556842 Edm = 0.000304045 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297417.2504157 Edm = 0.0040897 NCalls = 302 -VariableMetric: Iteration # 88 - FCN = 297417.2025811 Edm = 0.0291353 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297415.8004465 Edm = 0.680246 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297414.0064348 Edm = 0.175001 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297413.8360533 Edm = 0.00396076 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297413.83204 Edm = 0.000242033 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297413.8317851 Edm = 4.4827e-05 NCalls = 317 -VariableMetric: After Hessian - FCN = 297413.8317851 Edm = 145.497 NCalls = 794 -VariableMetric: Iteration # 94 - FCN = 297413.8317851 Edm = 145.497 NCalls = 794 -VariableMetric: Iteration # 95 - FCN = 297412.804544 Edm = 867.147 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297412.4916353 Edm = 4.74922 NCalls = 800 -VariableMetric: Iteration # 97 - FCN = 297412.4875613 Edm = 218.138 NCalls = 806 -VariableMetric: Iteration # 98 - FCN = 297412.4780677 Edm = 586.129 NCalls = 811 -VariableMetric: Iteration # 99 - FCN = 297412.3934522 Edm = 465.711 NCalls = 815 -VariableMetric: Iteration # 100 - FCN = 297412.3782362 Edm = 353.679 NCalls = 819 -VariableMetric: Iteration # 101 - FCN = 297412.1797009 Edm = 545.087 NCalls = 822 -VariableMetric: Iteration # 102 - FCN = 297411.8849756 Edm = 49.5088 NCalls = 825 -VariableMetric: Iteration # 103 - FCN = 297411.4056724 Edm = 379.127 NCalls = 828 -VariableMetric: Iteration # 104 - FCN = 297410.436453 Edm = 999.152 NCalls = 831 -VariableMetric: Iteration # 105 - FCN = 297409.7172041 Edm = 837.272 NCalls = 834 -VariableMetric: Iteration # 106 - FCN = 297408.916326 Edm = 177.575 NCalls = 837 -VariableMetric: Iteration # 107 - FCN = 297408.7622783 Edm = 95.0995 NCalls = 840 -VariableMetric: Iteration # 108 - FCN = 297408.5815401 Edm = 76.7664 NCalls = 843 -VariableMetric: Iteration # 109 - FCN = 297408.3774308 Edm = 11.4321 NCalls = 846 -VariableMetric: Iteration # 110 - FCN = 297408.2805875 Edm = 5.97013 NCalls = 849 -VariableMetric: Iteration # 111 - FCN = 297408.1462058 Edm = 21.8215 NCalls = 851 -VariableMetric: Iteration # 112 - FCN = 297407.7806493 Edm = 16.6342 NCalls = 853 -VariableMetric: Iteration # 113 - FCN = 297406.871503 Edm = 19.948 NCalls = 855 -VariableMetric: Iteration # 114 - FCN = 297406.6811202 Edm = 10.1715 NCalls = 857 -VariableMetric: Iteration # 115 - FCN = 297406.2743235 Edm = 6.51031 NCalls = 859 -VariableMetric: Iteration # 116 - FCN = 297405.6192724 Edm = 13.3629 NCalls = 861 -VariableMetric: Iteration # 117 - FCN = 297404.3667494 Edm = 26.6001 NCalls = 863 -VariableMetric: Iteration # 118 - FCN = 297403.3498006 Edm = 5.51079 NCalls = 865 -VariableMetric: Iteration # 119 - FCN = 297402.931434 Edm = 2.37139 NCalls = 867 -VariableMetric: Iteration # 120 - FCN = 297401.4374389 Edm = 0.958525 NCalls = 869 -VariableMetric: Iteration # 121 - FCN = 297401.0227187 Edm = 1.26 NCalls = 870 -VariableMetric: Iteration # 122 - FCN = 297400.8136981 Edm = 0.347092 NCalls = 872 -VariableMetric: Iteration # 123 - FCN = 297400.7143819 Edm = 0.153501 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297400.6919879 Edm = 0.0343532 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297400.6763977 Edm = 0.00418359 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297400.6742888 Edm = 0.00188158 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297400.6728944 Edm = 0.000456655 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297400.6724601 Edm = 0.000284142 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297400.6722889 Edm = 2.43327e-05 NCalls = 886 -VariableMetric: After Hessian - FCN = 297400.6722889 Edm = 4.59295e-05 NCalls = 1371 -VariableMetric: Iteration # 130 - FCN = 297400.6722889 Edm = 4.59295e-05 NCalls = 1371 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304756.3118025 Edm = 11.6307 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304756.3118025 Edm = 11.6307 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303901.6966994 Edm = 6.89984 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303687.8477153 Edm = 359.376 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302027.6294283 Edm = 2.53973 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 302026.5305137 Edm = 5.59734 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 301646.4020848 Edm = 122.308 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 299211.4756143 Edm = 141.197 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 299034.5927926 Edm = 108.317 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298983.0196468 Edm = 3.42077 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298890.1642048 Edm = 71.664 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 298101.6897959 Edm = 26.0261 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298083.9314401 Edm = 98.4949 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 298053.9005583 Edm = 5.58769 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 298041.6454427 Edm = 6.04021 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 298025.7210062 Edm = 8.57553 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 298018.9234326 Edm = 2.98049 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298011.1250821 Edm = 2.10917 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 298001.7705442 Edm = 9.57746 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297994.2078702 Edm = 5.39727 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297986.7283165 Edm = 28.8238 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297978.3077912 Edm = 7.82393 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297725.5651004 Edm = 40.152 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297701.9287481 Edm = 1.16631 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297700.8322412 Edm = 0.157327 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297700.7090652 Edm = 0.0438959 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297695.4174211 Edm = 2.68783 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297688.7075942 Edm = 3.36981 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297618.1827066 Edm = 34.0986 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297540.5698139 Edm = 27.3789 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297536.6837614 Edm = 11.116 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297524.8235953 Edm = 1.26071 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297523.7029935 Edm = 0.492185 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297523.4690235 Edm = 0.0911718 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297523.4048729 Edm = 0.017172 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297523.2890317 Edm = 0.106939 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297508.8719277 Edm = 6.02035 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297498.5042112 Edm = 2.08991 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297497.4524441 Edm = 0.126836 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297497.3433139 Edm = 0.00904736 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297497.3307469 Edm = 0.00838623 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297496.8807392 Edm = 0.505239 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297496.4795093 Edm = 0.388718 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297432.6868464 Edm = 2.46847 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297429.1506455 Edm = 0.393446 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297428.4475124 Edm = 0.0671238 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297428.310491 Edm = 0.00548885 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297428.3014766 Edm = 0.00128944 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297428.2905862 Edm = 0.0065417 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297428.1543462 Edm = 0.0682645 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297427.6160806 Edm = 0.332043 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297421.3437824 Edm = 2.92818 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297413.1081518 Edm = 2.59429 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297409.583093 Edm = 1.00888 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297409.0464241 Edm = 0.0457174 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297409.0059687 Edm = 0.00171784 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297409.0036274 Edm = 0.000370757 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297408.9992795 Edm = 0.00377717 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297408.8410302 Edm = 0.157529 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297402.9394889 Edm = 2.62281 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297399.4078494 Edm = 0.0665667 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297399.3371267 Edm = 0.00163213 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297399.3353833 Edm = 0.000348449 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297399.3341754 Edm = 0.000952575 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297399.3150758 Edm = 0.0159931 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297398.1662548 Edm = 0.96895 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297395.5161329 Edm = 0.758054 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297394.9403276 Edm = 0.169614 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297394.7343197 Edm = 0.0159103 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297394.7170822 Edm = 0.000845516 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297394.7159872 Edm = 0.000184288 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297394.714898 Edm = 0.000970008 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297394.5805692 Edm = 0.138979 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297394.5722982 Edm = 0.00815919 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297394.271935 Edm = 0.00680055 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297390.351551 Edm = 0.6487 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297389.3042952 Edm = 0.636158 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297388.935893 Edm = 0.398358 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297388.2768265 Edm = 0.279406 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297387.778013 Edm = 0.331318 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297387.6120843 Edm = 0.267943 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297387.3369457 Edm = 0.132456 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297387.2080223 Edm = 0.106016 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297387.0434736 Edm = 0.0333959 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297386.987736 Edm = 0.00416661 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297386.9809794 Edm = 0.000370099 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297386.9807409 Edm = 0.000118826 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297386.9805922 Edm = 5.47679e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297386.9805922 Edm = 8.90782 NCalls = 757 -VariableMetric: Iteration # 87 - FCN = 297386.9805922 Edm = 8.90782 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297386.0432812 Edm = 12.1408 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297385.9775997 Edm = 0.420951 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297385.9011122 Edm = 0.495608 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297385.8111941 Edm = 0.357563 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297385.7777538 Edm = 0.211362 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297385.7597059 Edm = 229.169 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297385.7507398 Edm = 81.5023 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297385.740256 Edm = 246.452 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297385.6739375 Edm = 341.853 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297385.4240966 Edm = 125.923 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297385.0199529 Edm = 321.731 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297384.3758722 Edm = 152.369 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297384.1207499 Edm = 68.2924 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297383.912105 Edm = 51.0747 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297383.8909523 Edm = 30.5879 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297383.6567229 Edm = 77.5547 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297383.2326571 Edm = 13.1825 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297383.1909477 Edm = 0.155856 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297383.1804368 Edm = 0.236791 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297383.1729088 Edm = 0.0857517 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297383.1668617 Edm = 0.0819661 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297383.1441484 Edm = 0.210157 NCalls = 815 -VariableMetric: Iteration # 110 - FCN = 297383.1378997 Edm = 0.0336747 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297383.1375468 Edm = 0.0195794 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297383.1367945 Edm = 0.00336746 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297383.1364229 Edm = 0.00323745 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297383.1360242 Edm = 0.00300772 NCalls = 825 -VariableMetric: Iteration # 115 - FCN = 297383.1359064 Edm = 0.000708427 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297383.0903359 Edm = 0.363001 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297382.9439096 Edm = 3.20135 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297382.5222829 Edm = 3.97768 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297382.3115911 Edm = 2.36469 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297382.0345508 Edm = 1.75252 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297381.6819134 Edm = 3.02504 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297381.1177337 Edm = 1.66574 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297380.2940051 Edm = 1.68491 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297379.4094483 Edm = 1.20144 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297379.0335482 Edm = 0.797127 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297378.646015 Edm = 0.29902 NCalls = 862 -VariableMetric: Iteration # 127 - FCN = 297378.4424278 Edm = 0.17695 NCalls = 864 -VariableMetric: Iteration # 128 - FCN = 297378.2816752 Edm = 0.116534 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297378.1329627 Edm = 0.0270298 NCalls = 869 -VariableMetric: Iteration # 130 - FCN = 297378.10649 Edm = 0.00822444 NCalls = 871 -VariableMetric: Iteration # 131 - FCN = 297378.097963 Edm = 0.00344383 NCalls = 873 -VariableMetric: Iteration # 132 - FCN = 297378.0894894 Edm = 0.00383476 NCalls = 875 -VariableMetric: Iteration # 133 - FCN = 297378.0815109 Edm = 0.00576154 NCalls = 877 -VariableMetric: Iteration # 134 - FCN = 297378.0649374 Edm = 0.0106786 NCalls = 880 -VariableMetric: Iteration # 135 - FCN = 297378.0546367 Edm = 0.0169146 NCalls = 883 -VariableMetric: Iteration # 136 - FCN = 297378.0441525 Edm = 0.00240477 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297378.0398119 Edm = 0.00175687 NCalls = 887 -VariableMetric: Iteration # 138 - FCN = 297378.0372597 Edm = 0.00386905 NCalls = 889 -VariableMetric: Iteration # 139 - FCN = 297378.0316779 Edm = 0.00459854 NCalls = 893 -VariableMetric: Iteration # 140 - FCN = 297378.0243777 Edm = 0.00656308 NCalls = 897 -VariableMetric: Iteration # 141 - FCN = 297378.0138489 Edm = 0.00713691 NCalls = 901 -VariableMetric: Iteration # 142 - FCN = 297378.0111994 Edm = 0.00817116 NCalls = 903 -VariableMetric: Iteration # 143 - FCN = 297378.0073026 Edm = 0.00261082 NCalls = 906 -VariableMetric: Iteration # 144 - FCN = 297378.0025428 Edm = 0.00308269 NCalls = 909 -VariableMetric: Iteration # 145 - FCN = 297377.9988769 Edm = 0.00288608 NCalls = 911 -VariableMetric: Iteration # 146 - FCN = 297377.9963438 Edm = 0.000791114 NCalls = 914 -VariableMetric: Iteration # 147 - FCN = 297377.9938599 Edm = 0.00104647 NCalls = 917 -VariableMetric: Iteration # 148 - FCN = 297377.9917896 Edm = 0.00214338 NCalls = 920 -VariableMetric: Iteration # 149 - FCN = 297377.9902444 Edm = 0.000668841 NCalls = 923 -VariableMetric: Iteration # 150 - FCN = 297377.9893481 Edm = 0.000588857 NCalls = 926 -VariableMetric: Iteration # 151 - FCN = 297377.988862 Edm = 0.000174173 NCalls = 928 -VariableMetric: Iteration # 152 - FCN = 297377.9885189 Edm = 0.000197688 NCalls = 930 -VariableMetric: Iteration # 153 - FCN = 297377.988043 Edm = 0.000279351 NCalls = 933 -VariableMetric: Iteration # 154 - FCN = 297377.9877713 Edm = 0.000203945 NCalls = 935 -VariableMetric: Iteration # 155 - FCN = 297377.9875546 Edm = 0.000144655 NCalls = 937 -VariableMetric: Iteration # 156 - FCN = 297377.9873031 Edm = 0.000244178 NCalls = 939 -VariableMetric: Iteration # 157 - FCN = 297377.986725 Edm = 0.000208537 NCalls = 943 -VariableMetric: Iteration # 158 - FCN = 297377.9863799 Edm = 0.000132178 NCalls = 946 -VariableMetric: Iteration # 159 - FCN = 297377.9862397 Edm = 6.4672e-05 NCalls = 948 -VariableMetric: Iteration # 160 - FCN = 297377.9861552 Edm = 2.94264e-05 NCalls = 950 -VariableMetric: After Hessian - FCN = 297377.9861552 Edm = 0.00540393 NCalls = 1443 -VariableMetric: Iteration # 161 - FCN = 297377.9861552 Edm = 0.00540393 NCalls = 1443 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342211.8546564 Edm = 281.807 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342211.8546564 Edm = 281.807 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308185.0653787 Edm = 101.158 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300184.2706648 Edm = 12.7324 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300132.9800414 Edm = 22.5034 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299902.6014434 Edm = 11.649 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299825.378904 Edm = 58.7237 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299638.9091165 Edm = 286.244 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299486.1518647 Edm = 380.651 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298842.2239144 Edm = 1568.45 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298611.4991732 Edm = 103.445 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298557.799145 Edm = 26.2992 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298529.5379814 Edm = 6.5211 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298521.4364872 Edm = 5.78074 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297806.1252183 Edm = 47.3406 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297614.5339427 Edm = 58.5068 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297554.5573808 Edm = 9.16131 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297528.3619046 Edm = 12.3212 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297512.6673581 Edm = 11.3677 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297506.025261 Edm = 1.55465 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297501.8558126 Edm = 2.31452 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297498.3383857 Edm = 0.817891 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297497.3625839 Edm = 0.330996 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297496.3825933 Edm = 0.315501 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297495.2278618 Edm = 1.23031 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297492.4568748 Edm = 2.95247 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297468.0009841 Edm = 9.56069 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297457.2372519 Edm = 0.407786 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297456.9474187 Edm = 0.294623 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297456.6886374 Edm = 0.0801827 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297456.1696224 Edm = 0.221804 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297455.8374226 Edm = 0.109514 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297455.7007922 Edm = 0.0444162 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297455.5613702 Edm = 0.0582367 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297455.4303776 Edm = 0.14715 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297455.1833789 Edm = 0.211097 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297453.6357511 Edm = 4.28536 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297447.4779892 Edm = 8.95052 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297447.2555742 Edm = 0.177969 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297442.1109386 Edm = 1.69093 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297442.1000597 Edm = 0.0928547 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297438.3724055 Edm = 3.51233 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297435.6118038 Edm = 2.1602 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297422.0501849 Edm = 3.39329 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297406.5612705 Edm = 17.3387 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297399.4060768 Edm = 1.39007 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297393.9005372 Edm = 4.85331 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297367.6415749 Edm = 28.1107 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297350.9377317 Edm = 114.348 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297296.5931629 Edm = 6.33311 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297288.4281563 Edm = 1.04488 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297287.551858 Edm = 0.240666 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297286.6097395 Edm = 0.517948 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297284.2279727 Edm = 0.265311 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297283.7504157 Edm = 0.214305 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297283.6222194 Edm = 0.0947549 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297283.1616482 Edm = 0.199979 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297282.6525489 Edm = 0.422042 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297282.5342172 Edm = 0.175417 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297282.4225041 Edm = 0.0437314 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297282.3198972 Edm = 0.0662125 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297282.2283701 Edm = 0.0850823 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297282.0045326 Edm = 0.0760606 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297281.8276991 Edm = 0.319327 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297281.5528704 Edm = 0.286181 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297281.3125818 Edm = 0.107828 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297281.2655525 Edm = 0.125496 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297281.0951514 Edm = 0.0791447 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297280.8386591 Edm = 0.183825 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297280.4063807 Edm = 0.630172 NCalls = 245 -VariableMetric: Iteration # 69 - FCN = 297280.1781488 Edm = 0.266665 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297279.658947 Edm = 0.151438 NCalls = 253 -VariableMetric: Iteration # 71 - FCN = 297279.3741463 Edm = 0.592052 NCalls = 256 -VariableMetric: Iteration # 72 - FCN = 297279.007094 Edm = 0.339965 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297278.5955837 Edm = 0.177805 NCalls = 265 -VariableMetric: Iteration # 74 - FCN = 297278.3356656 Edm = 0.180013 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297278.2410413 Edm = 0.149608 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297277.9240021 Edm = 0.0515701 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297277.7607225 Edm = 0.138118 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297277.7248992 Edm = 0.0189555 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297277.6853569 Edm = 0.0082483 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297277.662636 Edm = 0.00931215 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297277.638009 Edm = 0.027899 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297277.4827519 Edm = 0.179336 NCalls = 289 -VariableMetric: Iteration # 83 - FCN = 297277.4113886 Edm = 0.0999549 NCalls = 294 -VariableMetric: Iteration # 84 - FCN = 297277.1525772 Edm = 0.318452 NCalls = 298 -VariableMetric: Iteration # 85 - FCN = 297273.2046327 Edm = 7.96345 NCalls = 307 -VariableMetric: Iteration # 86 - FCN = 297273.1850239 Edm = 0.0949297 NCalls = 309 -VariableMetric: Iteration # 87 - FCN = 297272.1422484 Edm = 0.810525 NCalls = 316 -VariableMetric: Iteration # 88 - FCN = 297262.2165289 Edm = 6.78619 NCalls = 322 -VariableMetric: Iteration # 89 - FCN = 297252.6353937 Edm = 4.04776 NCalls = 325 -VariableMetric: Iteration # 90 - FCN = 297250.2306361 Edm = 0.193906 NCalls = 327 -VariableMetric: Iteration # 91 - FCN = 297249.9967381 Edm = 0.180623 NCalls = 329 -VariableMetric: Iteration # 92 - FCN = 297249.5833097 Edm = 0.492833 NCalls = 332 -VariableMetric: Iteration # 93 - FCN = 297246.139515 Edm = 0.873772 NCalls = 338 -VariableMetric: Iteration # 94 - FCN = 297245.1133519 Edm = 0.442712 NCalls = 339 -VariableMetric: Iteration # 95 - FCN = 297244.8757528 Edm = 0.195483 NCalls = 341 -VariableMetric: Iteration # 96 - FCN = 297244.8351691 Edm = 0.0443226 NCalls = 343 -VariableMetric: Iteration # 97 - FCN = 297244.7857991 Edm = 0.0147343 NCalls = 345 -VariableMetric: Iteration # 98 - FCN = 297244.7650261 Edm = 0.00342372 NCalls = 347 -VariableMetric: Iteration # 99 - FCN = 297244.7612991 Edm = 0.000626651 NCalls = 349 -VariableMetric: Iteration # 100 - FCN = 297244.7570408 Edm = 0.00365676 NCalls = 352 -VariableMetric: Iteration # 101 - FCN = 297242.595284 Edm = 1.70333 NCalls = 359 -VariableMetric: Iteration # 102 - FCN = 297240.5610698 Edm = 1.16667 NCalls = 362 -VariableMetric: Iteration # 103 - FCN = 297239.371694 Edm = 0.343922 NCalls = 364 -VariableMetric: Iteration # 104 - FCN = 297238.8961346 Edm = 0.145983 NCalls = 367 -VariableMetric: Iteration # 105 - FCN = 297238.6057251 Edm = 0.191274 NCalls = 371 -VariableMetric: Iteration # 106 - FCN = 297238.4689785 Edm = 0.0999609 NCalls = 373 -VariableMetric: Iteration # 107 - FCN = 297238.3387491 Edm = 0.038133 NCalls = 376 -VariableMetric: Iteration # 108 - FCN = 297238.2714466 Edm = 0.0329331 NCalls = 378 -VariableMetric: Iteration # 109 - FCN = 297238.2527234 Edm = 0.0114503 NCalls = 379 -VariableMetric: Iteration # 110 - FCN = 297238.2355851 Edm = 0.0015258 NCalls = 381 -VariableMetric: Iteration # 111 - FCN = 297238.2335433 Edm = 0.000412238 NCalls = 383 -VariableMetric: Iteration # 112 - FCN = 297238.2313218 Edm = 0.00168502 NCalls = 386 -VariableMetric: Iteration # 113 - FCN = 297238.1208832 Edm = 0.0949695 NCalls = 392 -VariableMetric: Iteration # 114 - FCN = 297237.7312326 Edm = 1.03319 NCalls = 395 -VariableMetric: Iteration # 115 - FCN = 297237.5457996 Edm = 0.39122 NCalls = 398 -VariableMetric: Iteration # 116 - FCN = 297231.9232995 Edm = 3.20622 NCalls = 403 -VariableMetric: Iteration # 117 - FCN = 297229.5496713 Edm = 3.55595 NCalls = 405 -VariableMetric: Iteration # 118 - FCN = 297225.1852535 Edm = 0.903459 NCalls = 407 -VariableMetric: Iteration # 119 - FCN = 297224.4591431 Edm = 0.0809873 NCalls = 409 -VariableMetric: Iteration # 120 - FCN = 297224.3591641 Edm = 0.0153207 NCalls = 411 -VariableMetric: Iteration # 121 - FCN = 297224.3435802 Edm = 0.0032532 NCalls = 412 -VariableMetric: Iteration # 122 - FCN = 297224.3405091 Edm = 0.000822072 NCalls = 414 -VariableMetric: Iteration # 123 - FCN = 297224.3358 Edm = 0.00266389 NCalls = 417 -VariableMetric: Iteration # 124 - FCN = 297224.3214448 Edm = 0.00590039 NCalls = 420 -VariableMetric: Iteration # 125 - FCN = 297224.3012393 Edm = 0.0142798 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297223.9296125 Edm = 0.342692 NCalls = 426 -VariableMetric: Iteration # 127 - FCN = 297219.2793106 Edm = 2.00371 NCalls = 430 -VariableMetric: Iteration # 128 - FCN = 297218.0072325 Edm = 0.511693 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297217.5751466 Edm = 0.0444399 NCalls = 433 -VariableMetric: Iteration # 130 - FCN = 297217.5069026 Edm = 0.00945829 NCalls = 435 -VariableMetric: Iteration # 131 - FCN = 297217.4949657 Edm = 0.000577141 NCalls = 437 -VariableMetric: Iteration # 132 - FCN = 297217.4941004 Edm = 0.000416568 NCalls = 439 -VariableMetric: Iteration # 133 - FCN = 297217.4881507 Edm = 0.00543156 NCalls = 443 -VariableMetric: Iteration # 134 - FCN = 297217.151997 Edm = 0.340937 NCalls = 448 -VariableMetric: Iteration # 135 - FCN = 297216.274811 Edm = 0.765482 NCalls = 454 -VariableMetric: Iteration # 136 - FCN = 297212.7086314 Edm = 1.77745 NCalls = 456 -VariableMetric: Iteration # 137 - FCN = 297211.4438698 Edm = 0.487609 NCalls = 459 -VariableMetric: Iteration # 138 - FCN = 297211.1380095 Edm = 0.338752 NCalls = 461 -VariableMetric: Iteration # 139 - FCN = 297210.6159045 Edm = 0.0877508 NCalls = 464 -VariableMetric: Iteration # 140 - FCN = 297210.5441823 Edm = 0.0179714 NCalls = 466 -VariableMetric: Iteration # 141 - FCN = 297210.5226614 Edm = 0.00635059 NCalls = 468 -VariableMetric: Iteration # 142 - FCN = 297210.5071822 Edm = 0.00302788 NCalls = 470 -VariableMetric: Iteration # 143 - FCN = 297210.5018053 Edm = 0.0019548 NCalls = 472 -VariableMetric: Iteration # 144 - FCN = 297210.5007523 Edm = 0.000284085 NCalls = 474 -VariableMetric: Iteration # 145 - FCN = 297210.5001036 Edm = 0.000418295 NCalls = 476 -VariableMetric: Iteration # 146 - FCN = 297210.4932893 Edm = 0.00497658 NCalls = 480 -VariableMetric: Iteration # 147 - FCN = 297210.4332059 Edm = 0.0701596 NCalls = 484 -VariableMetric: Iteration # 148 - FCN = 297210.2589327 Edm = 0.174795 NCalls = 489 -VariableMetric: Iteration # 149 - FCN = 297210.1537935 Edm = 0.0887996 NCalls = 493 -VariableMetric: Iteration # 150 - FCN = 297207.9203739 Edm = 0.485433 NCalls = 498 -VariableMetric: Iteration # 151 - FCN = 297207.3640528 Edm = 0.111862 NCalls = 500 -VariableMetric: Iteration # 152 - FCN = 297207.1032119 Edm = 0.0461556 NCalls = 507 -VariableMetric: Iteration # 153 - FCN = 297207.0747032 Edm = 0.0453926 NCalls = 509 -VariableMetric: Iteration # 154 - FCN = 297207.0454449 Edm = 0.00582935 NCalls = 511 -VariableMetric: Iteration # 155 - FCN = 297207.0379423 Edm = 0.00105842 NCalls = 513 -VariableMetric: Iteration # 156 - FCN = 297207.0363157 Edm = 9.63706e-05 NCalls = 515 -VariableMetric: Iteration # 157 - FCN = 297207.0361655 Edm = 3.17151e-05 NCalls = 517 -VariableMetric: After Hessian - FCN = 297207.0361655 Edm = 2.10093 NCalls = 996 -VariableMetric: Iteration # 158 - FCN = 297207.0361655 Edm = 2.10093 NCalls = 996 -VariableMetric: Iteration # 159 - FCN = 297205.7168615 Edm = 1.44031 NCalls = 998 -VariableMetric: Iteration # 160 - FCN = 297205.5468742 Edm = 0.659983 NCalls = 1000 -VariableMetric: Iteration # 161 - FCN = 297205.2482835 Edm = 0.1942 NCalls = 1002 -VariableMetric: Iteration # 162 - FCN = 297205.118292 Edm = 0.0501402 NCalls = 1005 -VariableMetric: Iteration # 163 - FCN = 297205.0665152 Edm = 0.112857 NCalls = 1008 -VariableMetric: Iteration # 164 - FCN = 297205.0251499 Edm = 0.0378229 NCalls = 1010 -VariableMetric: Iteration # 165 - FCN = 297204.9475382 Edm = 0.0537245 NCalls = 1012 -VariableMetric: Iteration # 166 - FCN = 297204.8671 Edm = 0.0548081 NCalls = 1015 -VariableMetric: Iteration # 167 - FCN = 297204.8271192 Edm = 0.0359455 NCalls = 1019 -VariableMetric: Iteration # 168 - FCN = 297204.7912419 Edm = 0.0294807 NCalls = 1022 -VariableMetric: Iteration # 169 - FCN = 297204.7670252 Edm = 0.0145633 NCalls = 1024 -VariableMetric: Iteration # 170 - FCN = 297204.7425804 Edm = 0.0124901 NCalls = 1028 -VariableMetric: Iteration # 171 - FCN = 297204.7312715 Edm = 0.00573961 NCalls = 1029 -VariableMetric: Iteration # 172 - FCN = 297204.7257329 Edm = 0.00119692 NCalls = 1031 -VariableMetric: Iteration # 173 - FCN = 297204.7245409 Edm = 0.000686613 NCalls = 1033 -VariableMetric: Iteration # 174 - FCN = 297204.7239086 Edm = 0.000307102 NCalls = 1035 -VariableMetric: Iteration # 175 - FCN = 297204.7230781 Edm = 0.00044276 NCalls = 1037 -VariableMetric: Iteration # 176 - FCN = 297204.7220219 Edm = 0.000578203 NCalls = 1039 -VariableMetric: Iteration # 177 - FCN = 297204.7203948 Edm = 0.000879506 NCalls = 1041 -VariableMetric: Iteration # 178 - FCN = 297204.7181965 Edm = 0.000326344 NCalls = 1043 -VariableMetric: Iteration # 179 - FCN = 297204.7177954 Edm = 6.72014e-05 NCalls = 1045 -VariableMetric: After Hessian - FCN = 297204.7177954 Edm = 0.000194249 NCalls = 1532 -VariableMetric: Iteration # 180 - FCN = 297204.7177954 Edm = 0.000194249 NCalls = 1532 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314346.1066722 Edm = 22.2102 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314346.1066722 Edm = 22.2102 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309373.8164117 Edm = 17.5399 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 309305.7091812 Edm = 31.5187 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 308432.6960177 Edm = 1622.76 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 306007.30932 Edm = 2253.64 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298932.7419825 Edm = 58.2766 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298820.3546764 Edm = 8.72153 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298751.1452194 Edm = 1.28348 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298748.0433043 Edm = 2.19385 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298430.6218413 Edm = 225.685 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298038.5973306 Edm = 81.0689 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297942.432907 Edm = 2.1505 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297941.4092495 Edm = 0.266904 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297941.2127347 Edm = 0.0441416 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297894.8329421 Edm = 27.4371 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297735.4626027 Edm = 43.5188 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297675.2400354 Edm = 0.158274 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297675.0856343 Edm = 0.0172032 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297674.9807269 Edm = 0.0851926 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297666.8879304 Edm = 7.64714 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297482.643895 Edm = 12.1091 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297468.8876555 Edm = 1.08559 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297467.6164072 Edm = 0.113027 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297467.5147037 Edm = 0.00838855 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297467.4900102 Edm = 0.00914877 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297467.4478604 Edm = 0.024578 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297443.7461842 Edm = 8.98232 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297434.233415 Edm = 7.83805 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297427.7169918 Edm = 1.72669 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297423.4804165 Edm = 1.8744 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297420.7735478 Edm = 1.56799 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297419.2776826 Edm = 0.362803 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297418.675718 Edm = 0.0762359 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297418.6075022 Edm = 0.0184053 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297418.5885555 Edm = 0.00181614 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297418.584293 Edm = 0.00183602 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297418.5397775 Edm = 0.0392065 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297414.684679 Edm = 3.1912 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297403.5853641 Edm = 2.17226 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297401.9578486 Edm = 0.187611 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297401.6956662 Edm = 0.0611449 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297401.5100597 Edm = 0.0893046 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297401.4415614 Edm = 0.0212434 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297401.4123993 Edm = 0.00117102 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297401.4108527 Edm = 0.000228771 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297401.4102549 Edm = 0.000317303 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297401.4060178 Edm = 0.0045661 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297401.2193509 Edm = 0.194961 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297400.6685737 Edm = 0.00483024 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297398.9982254 Edm = 0.0583929 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297398.9408024 Edm = 0.00555059 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297398.933088 Edm = 0.000395065 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297398.9317996 Edm = 0.000847272 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297398.9163692 Edm = 0.0163418 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297398.8860918 Edm = 0.0272174 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297395.7239314 Edm = 0.737721 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297395.0777154 Edm = 0.0925668 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297395.0178063 Edm = 0.0236929 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297394.9976407 Edm = 0.00470712 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297394.9896515 Edm = 0.000492718 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297394.9887738 Edm = 0.000258274 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297394.9797829 Edm = 0.00914885 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297394.8139743 Edm = 0.14036 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297393.238615 Edm = 2.25534 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297390.7198461 Edm = 1.00171 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297390.3910175 Edm = 0.539592 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297389.643668 Edm = 0.312239 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297389.2775363 Edm = 0.298484 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297388.3970254 Edm = 0.194465 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297388.0701665 Edm = 0.129281 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297387.9841405 Edm = 0.0220089 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297387.9545177 Edm = 0.00401393 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297387.948335 Edm = 0.00217759 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297387.9424235 Edm = 0.00412783 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297387.8658513 Edm = 0.0830425 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297387.1211037 Edm = 1.46157 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297386.5280878 Edm = 7.70875 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297386.4962442 Edm = 0.00683163 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297386.4251259 Edm = 0.0958549 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297386.2583443 Edm = 0.0702825 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297386.1797297 Edm = 0.0318406 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297386.1258495 Edm = 0.0635308 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297385.8429845 Edm = 0.360896 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297384.4630008 Edm = 1.13251 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297378.5242875 Edm = 6.3261 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297374.3000833 Edm = 5.92745 NCalls = 297 -VariableMetric: Iteration # 86 - FCN = 297371.5811125 Edm = 7.32311 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297368.3211824 Edm = 3.47381 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297364.9911175 Edm = 1.24401 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297363.9655404 Edm = 0.712399 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297363.0127779 Edm = 0.100523 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297362.9063155 Edm = 0.0250731 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297362.8795767 Edm = 0.00372112 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297362.8758172 Edm = 0.000877788 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297362.8748583 Edm = 0.000138197 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297362.8745608 Edm = 4.03658e-05 NCalls = 321 -VariableMetric: After Hessian - FCN = 297362.8745608 Edm = 1.90955 NCalls = 796 -VariableMetric: Iteration # 96 - FCN = 297362.8745608 Edm = 1.90955 NCalls = 796 -VariableMetric: Iteration # 97 - FCN = 297362.6367059 Edm = 4.92947 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297361.2159858 Edm = 0.178286 NCalls = 801 -VariableMetric: Iteration # 99 - FCN = 297361.1159742 Edm = 0.0396038 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297361.0976064 Edm = 0.0302652 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297360.6328373 Edm = 0.0479042 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297360.6271947 Edm = 400.636 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297360.6192685 Edm = 147.864 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297360.5985609 Edm = 554.733 NCalls = 821 -VariableMetric: Iteration # 105 - FCN = 297360.5141079 Edm = 40.4152 NCalls = 825 -VariableMetric: Iteration # 106 - FCN = 297360.4959016 Edm = 17.7145 NCalls = 829 -VariableMetric: Iteration # 107 - FCN = 297360.4771992 Edm = 26.0198 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297360.4280699 Edm = 14.1233 NCalls = 835 -VariableMetric: Iteration # 109 - FCN = 297360.3575149 Edm = 20.6005 NCalls = 838 -VariableMetric: Iteration # 110 - FCN = 297360.3165159 Edm = 68.746 NCalls = 840 -VariableMetric: Iteration # 111 - FCN = 297360.2324277 Edm = 83.9545 NCalls = 842 -VariableMetric: Iteration # 112 - FCN = 297360.0463168 Edm = 5.43299 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297359.970317 Edm = 6.785 NCalls = 846 -VariableMetric: Iteration # 114 - FCN = 297359.8150401 Edm = 0.862913 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297359.7419346 Edm = 8.85508 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297359.5948902 Edm = 1.26731 NCalls = 852 -VariableMetric: Iteration # 117 - FCN = 297359.4408872 Edm = 1.17282 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297359.1532399 Edm = 2.32418 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297358.9275347 Edm = 4.37451 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297358.63752 Edm = 2.2724 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297358.176875 Edm = 2.63134 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297357.8792676 Edm = 2.0057 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297357.4527428 Edm = 2.7159 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297356.6229837 Edm = 0.967757 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297356.3639709 Edm = 0.474797 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297356.1069803 Edm = 0.155742 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297356.0490526 Edm = 0.0787386 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297356.0030928 Edm = 0.0320267 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297355.9941849 Edm = 0.0108089 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297355.9863199 Edm = 0.00315715 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297355.9847726 Edm = 0.00460095 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297355.9825232 Edm = 0.0021374 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297355.9806176 Edm = 0.00152773 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297355.9774384 Edm = 0.0015003 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297355.9737367 Edm = 0.000776112 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297355.9725085 Edm = 0.00015782 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297355.9723657 Edm = 1.29843e-05 NCalls = 901 -VariableMetric: After Hessian - FCN = 297355.9723657 Edm = 1.34949e-05 NCalls = 1386 -VariableMetric: Iteration # 138 - FCN = 297355.9723657 Edm = 1.34949e-05 NCalls = 1386 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306704.2051266 Edm = 3027.52 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306704.2051266 Edm = 3027.52 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300601.7695738 Edm = 1.84592 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300531.5546411 Edm = 9.67526 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299332.3870546 Edm = 191.197 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297576.4623896 Edm = 3.21099 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 297570.8763833 Edm = 0.304342 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297570.8231222 Edm = 0.017156 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297570.3874536 Edm = 0.412294 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297510.5387809 Edm = 9.63408 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297503.5155039 Edm = 0.273615 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297503.3156093 Edm = 0.0253118 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297502.934482 Edm = 0.381588 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297479.7497917 Edm = 7.92538 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297467.4191032 Edm = 0.167853 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297467.2434916 Edm = 0.0524659 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297466.530201 Edm = 1.01541 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297456.3647172 Edm = 9.59569 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297398.53998 Edm = 8.95798 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297382.9149386 Edm = 4.02426 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297380.8964389 Edm = 1.16242 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297379.9761895 Edm = 0.0430869 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297379.9429588 Edm = 0.00452494 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297379.9038522 Edm = 0.037027 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297376.7034599 Edm = 3.13352 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297351.2132655 Edm = 6.16766 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297347.7157284 Edm = 0.513634 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297347.3689626 Edm = 0.00853362 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297347.3555967 Edm = 0.00454711 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297346.8909254 Edm = 0.415385 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297332.358858 Edm = 4.53589 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297319.4089207 Edm = 2.66516 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297316.6730195 Edm = 1.39852 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297315.5689855 Edm = 0.238774 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297315.2008132 Edm = 0.113151 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297314.9590933 Edm = 0.0696102 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297314.8216516 Edm = 0.0275988 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297314.7846663 Edm = 0.0148049 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297314.6075894 Edm = 0.182846 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297304.7091946 Edm = 3.87575 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297267.5930063 Edm = 10.3517 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297246.4369895 Edm = 20.4789 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297224.738498 Edm = 18.4003 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297202.9245368 Edm = 1.09327 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297201.9330144 Edm = 0.681329 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297201.7068043 Edm = 0.0997381 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297201.27071 Edm = 0.242561 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297200.7503294 Edm = 0.560766 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297195.5596015 Edm = 2.75737 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297195.3866037 Edm = 0.688184 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297192.8898693 Edm = 1.75869 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297189.248428 Edm = 2.88775 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297186.3714339 Edm = 1.85196 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297185.682677 Edm = 0.442694 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297185.1637518 Edm = 0.0371433 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297185.1343558 Edm = 0.00418135 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297185.1297471 Edm = 0.00161014 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297185.1222123 Edm = 0.0054541 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297185.04143 Edm = 0.0607173 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297183.7449308 Edm = 1.25218 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297174.0062766 Edm = 1.82417 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297171.8564602 Edm = 0.109231 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297171.7416689 Edm = 0.00889618 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297171.735417 Edm = 0.000335677 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297171.7350398 Edm = 0.000158046 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297171.7339071 Edm = 0.00096997 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297171.7182943 Edm = 0.0144423 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297171.3516646 Edm = 0.216568 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297170.951978 Edm = 0.0100965 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297170.9423996 Edm = 0.000243609 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297170.9419436 Edm = 0.000216534 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297170.9019865 Edm = 0.0403426 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297170.783732 Edm = 0.106755 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297169.5704658 Edm = 0.0111445 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297169.5601948 Edm = 0.000116168 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297169.5600401 Edm = 2.66952e-05 NCalls = 244 -VariableMetric: After Hessian - FCN = 297169.5600401 Edm = 8.87461 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297169.5600401 Edm = 8.87461 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297165.6528102 Edm = 250.879 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297165.0570191 Edm = 9.38501 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297164.7338687 Edm = 13.0392 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297163.0494173 Edm = 6.75494 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297162.1491791 Edm = 0.563673 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297161.4082417 Edm = 0.30173 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 297161.0841188 Edm = 0.266522 NCalls = 737 -VariableMetric: Iteration # 83 - FCN = 297160.7905704 Edm = 0.0885792 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297160.6398988 Edm = 0.10624 NCalls = 742 -VariableMetric: Iteration # 85 - FCN = 297160.5957944 Edm = 0.0330983 NCalls = 744 -VariableMetric: Iteration # 86 - FCN = 297160.5422774 Edm = 0.0170845 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297160.5048533 Edm = 0.0154374 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297160.4781261 Edm = 0.0152576 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297160.4682355 Edm = 0.00457923 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297160.4626636 Edm = 0.00133324 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297160.4610435 Edm = 0.000751104 NCalls = 758 -VariableMetric: Iteration # 92 - FCN = 297160.459605 Edm = 0.000403718 NCalls = 760 -VariableMetric: Iteration # 93 - FCN = 297160.4586046 Edm = 0.000432628 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297160.4570501 Edm = 0.00062306 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297160.4557781 Edm = 0.000404322 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297160.4550718 Edm = 0.000210567 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297160.4544924 Edm = 0.000274934 NCalls = 771 -VariableMetric: Iteration # 98 - FCN = 297160.4541564 Edm = 0.000167689 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297160.4539906 Edm = 4.43641e-05 NCalls = 776 -VariableMetric: After Hessian - FCN = 297160.4539906 Edm = 0.00420886 NCalls = 1255 -VariableMetric: Iteration # 100 - FCN = 297160.4539906 Edm = 0.00420886 NCalls = 1255 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310238.5436403 Edm = 13.0249 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310238.5436403 Edm = 13.0249 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304704.5857697 Edm = 9.29667 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304646.6422399 Edm = 38.7618 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 304570.485519 Edm = 71.4316 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299905.8492588 Edm = 455.924 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299142.5664466 Edm = 458.787 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298934.1497962 Edm = 65.3275 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298007.0597894 Edm = 141.628 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297869.2251763 Edm = 111.337 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297849.4481058 Edm = 1.13688 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297848.5977985 Edm = 0.191516 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297838.2849689 Edm = 7.75005 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297750.9893565 Edm = 2.91007 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297747.4450566 Edm = 0.0510386 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297747.3285198 Edm = 0.0533361 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297741.7640999 Edm = 5.36662 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297598.989905 Edm = 37.5378 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297549.3018913 Edm = 1.05063 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297548.2219662 Edm = 0.0210105 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297548.1563826 Edm = 0.054877 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297546.5998329 Edm = 1.62411 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297545.3314386 Edm = 1.16793 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297489.3146135 Edm = 4.38176 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297482.0445588 Edm = 0.147488 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297481.8676691 Edm = 0.00725444 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297481.8363183 Edm = 0.0226327 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297480.7100392 Edm = 1.21384 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297464.1927741 Edm = 9.26765 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297422.4906522 Edm = 5.11426 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297417.0069819 Edm = 1.04278 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297415.1380251 Edm = 0.324108 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297414.6615558 Edm = 0.0217684 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297414.6328064 Edm = 0.00242081 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297414.6293366 Edm = 0.00154128 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297414.5292534 Edm = 0.0900639 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297398.0739203 Edm = 8.43731 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297388.5423248 Edm = 16.3786 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297380.7780844 Edm = 4.86279 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297376.2677514 Edm = 0.603693 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297375.5122582 Edm = 0.369066 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297374.9249925 Edm = 0.0849862 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297374.8300685 Edm = 0.0054674 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297374.8233011 Edm = 0.000809379 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297374.8155272 Edm = 0.00643763 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297374.5741178 Edm = 0.289215 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297374.476059 Edm = 0.0895083 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297374.0423557 Edm = 0.374126 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297357.7825777 Edm = 7.46871 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297342.5955434 Edm = 2.33154 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297341.1588963 Edm = 0.764916 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297340.7458997 Edm = 0.0305749 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297340.7177997 Edm = 0.00463466 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297340.7139714 Edm = 0.00094574 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297340.7114843 Edm = 0.000909652 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297340.6972948 Edm = 0.0122993 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297340.0455024 Edm = 0.558693 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297335.1507854 Edm = 1.08393 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297333.8347443 Edm = 0.143922 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297333.6238011 Edm = 0.0599509 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297333.5602758 Edm = 0.0140705 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297333.5435884 Edm = 0.000696071 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297333.5426406 Edm = 4.88929e-05 NCalls = 193 -VariableMetric: After Hessian - FCN = 297333.5426406 Edm = 9.52512 NCalls = 674 -VariableMetric: Iteration # 62 - FCN = 297333.5426406 Edm = 9.52512 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297333.2186395 Edm = 9.42496 NCalls = 677 -VariableMetric: Iteration # 64 - FCN = 297333.0899282 Edm = 9.62552 NCalls = 681 -VariableMetric: Iteration # 65 - FCN = 297331.1725631 Edm = 0.8919 NCalls = 683 -VariableMetric: Iteration # 66 - FCN = 297330.6580086 Edm = 0.431433 NCalls = 684 -VariableMetric: Iteration # 67 - FCN = 297329.9797413 Edm = 0.558644 NCalls = 687 -VariableMetric: Iteration # 68 - FCN = 297329.658398 Edm = 0.311983 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297329.3691979 Edm = 0.162068 NCalls = 692 -VariableMetric: Iteration # 70 - FCN = 297329.2027235 Edm = 0.141259 NCalls = 693 -VariableMetric: Iteration # 71 - FCN = 297329.0884635 Edm = 0.0748906 NCalls = 696 -VariableMetric: Iteration # 72 - FCN = 297328.9433526 Edm = 0.0964661 NCalls = 700 -VariableMetric: Iteration # 73 - FCN = 297328.7689188 Edm = 0.259869 NCalls = 703 -VariableMetric: Iteration # 74 - FCN = 297328.6418615 Edm = 0.132328 NCalls = 706 -VariableMetric: Iteration # 75 - FCN = 297328.5329228 Edm = 0.16577 NCalls = 709 -VariableMetric: Iteration # 76 - FCN = 297328.2559841 Edm = 0.168571 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297327.9898464 Edm = 0.346866 NCalls = 717 -VariableMetric: Iteration # 78 - FCN = 297327.8620308 Edm = 0.20252 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297327.4193533 Edm = 0.595403 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297327.2541767 Edm = 0.383345 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297327.1410835 Edm = 0.324735 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297326.9127579 Edm = 0.208132 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297326.6873736 Edm = 0.556778 NCalls = 734 -VariableMetric: Iteration # 84 - FCN = 297326.3882876 Edm = 0.447437 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297325.8739979 Edm = 0.426809 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297325.5775924 Edm = 0.306567 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297325.199431 Edm = 0.158482 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297325.0692679 Edm = 0.221887 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297324.9554257 Edm = 0.0980425 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297324.6971025 Edm = 0.329225 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297324.3682058 Edm = 0.287873 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297324.2172811 Edm = 0.179719 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297323.9767928 Edm = 0.344614 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297323.5641923 Edm = 0.362773 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297323.1884551 Edm = 0.63726 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297322.9867779 Edm = 0.376939 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297321.9295809 Edm = 0.952582 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297321.0439321 Edm = 2.50409 NCalls = 785 -VariableMetric: Iteration # 99 - FCN = 297320.1863591 Edm = 0.604153 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297319.9298188 Edm = 0.0990164 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297319.8124219 Edm = 0.0572027 NCalls = 792 -VariableMetric: Iteration # 102 - FCN = 297319.754749 Edm = 0.0232841 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297319.704495 Edm = 0.043546 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297319.6476636 Edm = 0.0289542 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297319.5362083 Edm = 0.0609386 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297319.3370845 Edm = 0.203347 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297319.1784607 Edm = 0.137727 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297319.0576494 Edm = 0.0767765 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297318.9838872 Edm = 0.0339802 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297318.9115612 Edm = 0.0492873 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297318.8591468 Edm = 0.0595063 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297318.7469315 Edm = 0.10705 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297318.6294333 Edm = 0.414471 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297318.3791735 Edm = 0.303803 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297318.2218441 Edm = 0.150955 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297317.9241266 Edm = 0.195474 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297317.7741165 Edm = 0.152601 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297317.6066308 Edm = 0.0539083 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297317.5103607 Edm = 0.0497697 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297317.4505031 Edm = 0.0206604 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297317.4223207 Edm = 0.0119919 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297317.4101592 Edm = 0.00389787 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297317.4064885 Edm = 0.00154116 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297317.4039397 Edm = 0.00165562 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297317.3923289 Edm = 0.0105189 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297317.376656 Edm = 0.0134069 NCalls = 863 -VariableMetric: Iteration # 127 - FCN = 297317.35792 Edm = 0.00511794 NCalls = 865 -VariableMetric: Iteration # 128 - FCN = 297317.3508436 Edm = 0.0023678 NCalls = 867 -VariableMetric: Iteration # 129 - FCN = 297317.349048 Edm = 0.00209409 NCalls = 870 -VariableMetric: Iteration # 130 - FCN = 297317.3453409 Edm = 0.00242709 NCalls = 872 -VariableMetric: Iteration # 131 - FCN = 297317.3398562 Edm = 0.00078334 NCalls = 874 -VariableMetric: Iteration # 132 - FCN = 297317.3389352 Edm = 0.000113041 NCalls = 876 -VariableMetric: Iteration # 133 - FCN = 297317.3387548 Edm = 4.62719e-05 NCalls = 878 -VariableMetric: After Hessian - FCN = 297317.3387548 Edm = 0.00247005 NCalls = 1369 -VariableMetric: Iteration # 134 - FCN = 297317.3387548 Edm = 0.00247005 NCalls = 1369 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313930.6183176 Edm = 41.8628 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313930.6183176 Edm = 41.8628 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302375.3500328 Edm = 8.04745 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299504.3229164 Edm = 2.97041 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299501.2252392 Edm = 0.962136 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298639.8105256 Edm = 19.8725 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297821.9602374 Edm = 77.6357 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297620.6127643 Edm = 13.903 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297617.8207707 Edm = 1.50582 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297616.6064288 Edm = 0.304477 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297605.9435171 Edm = 8.93435 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297585.0120808 Edm = 10.1256 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297575.2873699 Edm = 1.23358 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297573.9216685 Edm = 0.32637 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297572.8935944 Edm = 0.563656 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297542.1666868 Edm = 30.3844 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297502.8903957 Edm = 44.5273 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297494.9331679 Edm = 6.1403 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297464.1442493 Edm = 7.37948 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297453.3479408 Edm = 1.09744 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297452.3315891 Edm = 0.460306 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297451.633511 Edm = 0.0246888 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297451.572529 Edm = 0.0393795 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297450.498901 Edm = 0.978698 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297423.781329 Edm = 13.8682 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297414.5892782 Edm = 2.48065 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297412.59445 Edm = 0.101601 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297412.4845023 Edm = 0.0183985 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297412.427226 Edm = 0.0694134 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297411.7004624 Edm = 0.722926 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297355.4362838 Edm = 1.65389 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297353.1427172 Edm = 0.212112 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297352.9153422 Edm = 0.13081 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297352.4984451 Edm = 0.157889 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297352.0093593 Edm = 0.0205351 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297351.9745944 Edm = 0.00460829 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297351.9613437 Edm = 0.00450846 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297351.8793722 Edm = 0.0475923 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297350.9723255 Edm = 0.836907 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297339.6083342 Edm = 8.06997 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297330.0432759 Edm = 5.75777 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297324.6716021 Edm = 4.23903 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297319.3649337 Edm = 0.255744 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297319.1960457 Edm = 0.0722789 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297319.1515439 Edm = 0.00332455 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297319.1450438 Edm = 0.00212986 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297319.1402858 Edm = 0.00195559 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297319.128069 Edm = 0.0108393 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297317.4322523 Edm = 1.23375 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297312.4972953 Edm = 0.744582 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297311.6375762 Edm = 0.0664086 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297311.573302 Edm = 0.00435013 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297311.5693151 Edm = 0.00111609 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297311.5643482 Edm = 0.00389791 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297311.4063432 Edm = 0.15631 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297309.1560057 Edm = 1.51492 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297303.8290179 Edm = 0.311054 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297303.6698628 Edm = 0.0506259 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297303.607325 Edm = 0.0169228 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297303.5706985 Edm = 0.00614248 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297303.5627918 Edm = 0.000682248 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297303.5613655 Edm = 0.000946972 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297303.5316201 Edm = 0.0275276 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297300.8171137 Edm = 0.978118 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297300.0895097 Edm = 0.586582 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297299.6855592 Edm = 0.0359871 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297299.6016952 Edm = 0.0155162 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297299.5743551 Edm = 0.00614571 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297299.5678634 Edm = 0.00167569 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297299.566175 Edm = 0.000129055 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297299.5655553 Edm = 0.00057122 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297299.5026985 Edm = 0.0586779 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297297.8577454 Edm = 1.06439 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297296.3269824 Edm = 0.470152 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297295.8930748 Edm = 0.0805826 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297295.792287 Edm = 0.0316267 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297295.7664255 Edm = 0.0107915 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297295.7540364 Edm = 0.00129999 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297295.7517232 Edm = 0.000191867 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297295.7512862 Edm = 0.000230507 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297295.7433814 Edm = 0.00751084 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297295.2137669 Edm = 0.327257 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297294.5011973 Edm = 0.131758 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297294.4094246 Edm = 0.00807074 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297294.4023668 Edm = 0.000374337 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297294.4019806 Edm = 5.45181e-05 NCalls = 264 -VariableMetric: After Hessian - FCN = 297294.4019806 Edm = 14.0217 NCalls = 741 -VariableMetric: Iteration # 85 - FCN = 297294.4019806 Edm = 14.0217 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297294.0416755 Edm = 13.1174 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297293.8657739 Edm = 5.30756 NCalls = 747 -VariableMetric: Iteration # 88 - FCN = 297291.7242979 Edm = 0.254026 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297291.5422517 Edm = 0.0856291 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297291.396746 Edm = 0.0231201 NCalls = 753 -VariableMetric: Iteration # 91 - FCN = 297291.3320016 Edm = 0.0212927 NCalls = 755 -VariableMetric: Iteration # 92 - FCN = 297291.2611629 Edm = 0.0279793 NCalls = 757 -VariableMetric: Iteration # 93 - FCN = 297291.2030561 Edm = 0.0376132 NCalls = 759 -VariableMetric: Iteration # 94 - FCN = 297291.0692587 Edm = 0.0272287 NCalls = 763 -VariableMetric: Iteration # 95 - FCN = 297291.0365056 Edm = 0.00504014 NCalls = 765 -VariableMetric: Iteration # 96 - FCN = 297291.0311969 Edm = 0.000796423 NCalls = 766 -VariableMetric: Iteration # 97 - FCN = 297291.0296275 Edm = 0.000409407 NCalls = 768 -VariableMetric: Iteration # 98 - FCN = 297291.0284685 Edm = 0.000213134 NCalls = 770 -VariableMetric: Iteration # 99 - FCN = 297291.0281832 Edm = 6.94029e-05 NCalls = 772 -VariableMetric: Iteration # 100 - FCN = 297291.0280863 Edm = 1.43569e-05 NCalls = 774 -VariableMetric: After Hessian - FCN = 297291.0280863 Edm = 2.86893e-05 NCalls = 1257 -VariableMetric: Iteration # 101 - FCN = 297291.0280863 Edm = 2.86893e-05 NCalls = 1257 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334298.276818 Edm = 769.22 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334298.276818 Edm = 769.22 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304887.3660605 Edm = 44.2787 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301593.760943 Edm = 462.149 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301545.0535625 Edm = 128.564 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301514.801008 Edm = 18.2115 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298597.0082334 Edm = 91.2618 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298465.1764309 Edm = 204.848 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298235.1727388 Edm = 49.7053 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298199.2943856 Edm = 0.814034 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298198.1113058 Edm = 0.709397 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298073.6991085 Edm = 80.3427 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297778.1628282 Edm = 28.8689 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297717.8731935 Edm = 19.9739 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297677.4729586 Edm = 10.5963 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297670.6356035 Edm = 1.47127 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297668.1670079 Edm = 0.307436 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297665.4472805 Edm = 1.97419 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297565.4818877 Edm = 58.7159 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297529.6767041 Edm = 56.2283 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297464.5438436 Edm = 8.63189 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297445.1108183 Edm = 0.675932 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297444.3379971 Edm = 0.183449 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297438.6687127 Edm = 4.60074 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297406.6360801 Edm = 24.3591 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297358.551577 Edm = 15.3289 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297306.3748807 Edm = 13.0432 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297287.1016409 Edm = 8.05504 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297284.4622502 Edm = 2.13636 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297282.9359518 Edm = 0.270206 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297282.300812 Edm = 0.0514163 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297282.1196834 Edm = 0.148157 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297277.1585218 Edm = 4.15787 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297261.6013717 Edm = 11.347 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297253.8683346 Edm = 9.39148 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297247.29772 Edm = 22.9353 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297241.0632567 Edm = 3.49123 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297237.7318868 Edm = 0.175432 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297237.5492229 Edm = 0.0143207 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297237.3472686 Edm = 0.158075 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297221.8706777 Edm = 5.75584 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297211.5678317 Edm = 0.75139 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297210.6281438 Edm = 0.0713028 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297210.4401602 Edm = 0.025887 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297210.4145418 Edm = 0.00450734 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297210.4072194 Edm = 0.00401454 NCalls = 137 -VariableMetric: Iteration # 45 - FCN = 297210.2473238 Edm = 0.147973 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297199.0290319 Edm = 3.95812 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297190.9707366 Edm = 1.30245 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297189.6642406 Edm = 0.136211 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297189.5383128 Edm = 0.00970977 NCalls = 152 -VariableMetric: Iteration # 50 - FCN = 297189.5287486 Edm = 0.0021114 NCalls = 154 -VariableMetric: Iteration # 51 - FCN = 297189.5175953 Edm = 0.00959783 NCalls = 157 -VariableMetric: Iteration # 52 - FCN = 297188.7254773 Edm = 0.962949 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297188.7164725 Edm = 0.00742094 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297188.411438 Edm = 0.3262 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297188.3131527 Edm = 0.096972 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297186.7454245 Edm = 1.19731 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297173.3782379 Edm = 5.45626 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297168.3212998 Edm = 1.41451 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297167.3187894 Edm = 0.158659 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297167.0444214 Edm = 0.0167348 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297167.0223286 Edm = 0.00194838 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297167.0190857 Edm = 0.000740266 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297167.0182422 Edm = 0.000489668 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297167.016028 Edm = 0.00162592 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297166.9248372 Edm = 0.0791735 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297163.2309848 Edm = 0.639165 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297162.0491822 Edm = 0.0592447 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297161.981254 Edm = 0.00283602 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297161.9784483 Edm = 0.000281462 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297161.977685 Edm = 0.000488909 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297161.971699 Edm = 0.00474917 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297161.9046889 Edm = 0.0656577 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297161.0639831 Edm = 0.727213 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297157.240703 Edm = 1.2161 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297155.4703437 Edm = 0.324686 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297155.1892935 Edm = 0.0755217 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297155.1060811 Edm = 0.0288675 NCalls = 239 -VariableMetric: Iteration # 78 - FCN = 297155.0718833 Edm = 0.0147558 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297155.0547531 Edm = 0.00270534 NCalls = 243 -VariableMetric: Iteration # 80 - FCN = 297155.0516476 Edm = 0.000841829 NCalls = 245 -VariableMetric: Iteration # 81 - FCN = 297155.0505774 Edm = 0.00035411 NCalls = 247 -VariableMetric: Iteration # 82 - FCN = 297155.0495779 Edm = 0.00068318 NCalls = 249 -VariableMetric: Iteration # 83 - FCN = 297155.0260606 Edm = 0.0185387 NCalls = 253 -VariableMetric: Iteration # 84 - FCN = 297153.9247833 Edm = 1.08526 NCalls = 259 -VariableMetric: Iteration # 85 - FCN = 297150.3801043 Edm = 2.17699 NCalls = 266 -VariableMetric: Iteration # 86 - FCN = 297147.9932153 Edm = 2.94285 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297147.2193344 Edm = 0.470402 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297146.6871096 Edm = 0.145404 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297146.4820417 Edm = 0.132169 NCalls = 274 -VariableMetric: Iteration # 90 - FCN = 297146.2894602 Edm = 0.0443331 NCalls = 276 -VariableMetric: Iteration # 91 - FCN = 297146.2195496 Edm = 0.00861206 NCalls = 278 -VariableMetric: Iteration # 92 - FCN = 297146.2119967 Edm = 0.00297847 NCalls = 280 -VariableMetric: Iteration # 93 - FCN = 297146.2091509 Edm = 0.000578976 NCalls = 282 -VariableMetric: Iteration # 94 - FCN = 297146.2079534 Edm = 0.000395769 NCalls = 284 -VariableMetric: Iteration # 95 - FCN = 297146.2059832 Edm = 0.00176785 NCalls = 286 -VariableMetric: Iteration # 96 - FCN = 297146.1479056 Edm = 0.0480508 NCalls = 292 -VariableMetric: Iteration # 97 - FCN = 297145.3569491 Edm = 0.466478 NCalls = 296 -VariableMetric: Iteration # 98 - FCN = 297144.3832319 Edm = 0.150095 NCalls = 299 -VariableMetric: Iteration # 99 - FCN = 297144.1887733 Edm = 0.0610102 NCalls = 301 -VariableMetric: Iteration # 100 - FCN = 297144.1484779 Edm = 0.0140705 NCalls = 303 -VariableMetric: Iteration # 101 - FCN = 297144.1308757 Edm = 0.00162324 NCalls = 305 -VariableMetric: Iteration # 102 - FCN = 297144.1287944 Edm = 0.000120318 NCalls = 307 -VariableMetric: Iteration # 103 - FCN = 297144.1286279 Edm = 8.39556e-05 NCalls = 309 -VariableMetric: Iteration # 104 - FCN = 297144.1277544 Edm = 0.000829922 NCalls = 313 -VariableMetric: Iteration # 105 - FCN = 297144.0992624 Edm = 0.0260136 NCalls = 320 -VariableMetric: Iteration # 106 - FCN = 297143.5368064 Edm = 0.390611 NCalls = 325 -VariableMetric: Iteration # 107 - FCN = 297142.5809647 Edm = 0.462239 NCalls = 327 -VariableMetric: Iteration # 108 - FCN = 297142.3695015 Edm = 0.0802487 NCalls = 329 -VariableMetric: Iteration # 109 - FCN = 297142.2738811 Edm = 0.0222613 NCalls = 332 -VariableMetric: Iteration # 110 - FCN = 297142.2289099 Edm = 0.0039464 NCalls = 334 -VariableMetric: Iteration # 111 - FCN = 297142.2242052 Edm = 0.0002855 NCalls = 335 -VariableMetric: Iteration # 112 - FCN = 297142.2239307 Edm = 4.54467e-05 NCalls = 336 -VariableMetric: After Hessian - FCN = 297142.2239307 Edm = 233.282 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297142.2239307 Edm = 233.282 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297136.9214225 Edm = 348.794 NCalls = 828 -VariableMetric: Iteration # 115 - FCN = 297134.2721509 Edm = 0.86487 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297133.5649888 Edm = 0.264642 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297133.0371541 Edm = 0.155227 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297132.7383018 Edm = 0.137335 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297132.4643133 Edm = 0.0541956 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297132.2586345 Edm = 0.102236 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297132.0669821 Edm = 0.0353672 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297131.9918194 Edm = 0.0212465 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297131.9338534 Edm = 0.0124892 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297131.8732877 Edm = 0.0197883 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297131.7810709 Edm = 0.0334717 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297131.6713644 Edm = 0.0386342 NCalls = 855 -VariableMetric: Iteration # 127 - FCN = 297131.4876652 Edm = 0.0615029 NCalls = 858 -VariableMetric: Iteration # 128 - FCN = 297131.34842 Edm = 0.0474455 NCalls = 860 -VariableMetric: Iteration # 129 - FCN = 297131.173482 Edm = 0.0512471 NCalls = 862 -VariableMetric: Iteration # 130 - FCN = 297131.0078153 Edm = 0.0400381 NCalls = 864 -VariableMetric: Iteration # 131 - FCN = 297130.8334269 Edm = 0.0667978 NCalls = 866 -VariableMetric: Iteration # 132 - FCN = 297130.6444647 Edm = 0.0615246 NCalls = 868 -VariableMetric: Iteration # 133 - FCN = 297130.5589625 Edm = 0.0542475 NCalls = 871 -VariableMetric: Iteration # 134 - FCN = 297130.4008416 Edm = 0.023742 NCalls = 874 -VariableMetric: Iteration # 135 - FCN = 297130.3522755 Edm = 0.0102862 NCalls = 876 -VariableMetric: Iteration # 136 - FCN = 297130.3203607 Edm = 0.00990121 NCalls = 878 -VariableMetric: Iteration # 137 - FCN = 297130.2797253 Edm = 0.0132278 NCalls = 880 -VariableMetric: Iteration # 138 - FCN = 297130.2510722 Edm = 0.0196113 NCalls = 883 -VariableMetric: Iteration # 139 - FCN = 297130.2024443 Edm = 0.014697 NCalls = 886 -VariableMetric: Iteration # 140 - FCN = 297130.1753504 Edm = 0.00756122 NCalls = 888 -VariableMetric: Iteration # 141 - FCN = 297130.1598766 Edm = 0.00257636 NCalls = 890 -VariableMetric: Iteration # 142 - FCN = 297130.1557466 Edm = 0.000856764 NCalls = 892 -VariableMetric: Iteration # 143 - FCN = 297130.1528682 Edm = 0.000583693 NCalls = 894 -VariableMetric: Iteration # 144 - FCN = 297130.1515695 Edm = 0.000396606 NCalls = 896 -VariableMetric: Iteration # 145 - FCN = 297130.1501517 Edm = 0.000168809 NCalls = 898 -VariableMetric: Iteration # 146 - FCN = 297130.1498017 Edm = 9.01253e-05 NCalls = 900 -VariableMetric: Iteration # 147 - FCN = 297130.1494758 Edm = 6.74144e-05 NCalls = 902 -VariableMetric: After Hessian - FCN = 297130.1494758 Edm = 0.000727152 NCalls = 1395 -VariableMetric: Iteration # 148 - FCN = 297130.1494758 Edm = 0.000727152 NCalls = 1395 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305768.4636237 Edm = 17.2541 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305768.4636237 Edm = 17.2541 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299129.0929254 Edm = 1.782 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299117.6894677 Edm = 18.8239 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298040.4259713 Edm = 146.84 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297990.7445816 Edm = 3.13838 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297989.0053448 Edm = 0.347796 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297979.9239665 Edm = 10.6991 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297806.1068156 Edm = 9.30554 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297794.950726 Edm = 1.22465 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297792.9658207 Edm = 0.435254 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297792.3341532 Edm = 0.194825 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297764.6444773 Edm = 23.1054 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297687.9811252 Edm = 86.2608 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297516.0495203 Edm = 23.7866 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297494.0028379 Edm = 7.23796 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297473.237087 Edm = 2.35464 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297470.2029272 Edm = 0.429181 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297469.6278955 Edm = 0.360253 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297469.0528666 Edm = 0.185506 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297468.5654606 Edm = 0.154076 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297468.2458698 Edm = 0.290654 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297466.9426925 Edm = 1.31899 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297465.3178687 Edm = 2.64003 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297458.6094621 Edm = 2.71241 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297454.3929242 Edm = 18.0555 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297450.3179418 Edm = 4.70293 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297370.8141093 Edm = 48.8691 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297362.1052576 Edm = 495.241 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297333.4014069 Edm = 2.37866 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297317.6461098 Edm = 2.04652 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297314.723825 Edm = 0.272696 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297314.3113017 Edm = 0.229367 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297313.5661406 Edm = 0.360714 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297313.2052512 Edm = 1.17781 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297312.6666703 Edm = 0.42308 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297311.9055263 Edm = 0.395489 NCalls = 139 -VariableMetric: Iteration # 36 - FCN = 297311.524687 Edm = 1.0034 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297310.2769067 Edm = 0.405315 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297310.0173101 Edm = 0.126571 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297309.8151636 Edm = 0.0592521 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297309.4247638 Edm = 0.262767 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297301.6346616 Edm = 4.42813 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297298.2152435 Edm = 8.41874 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297285.2770076 Edm = 1.03433 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297283.6217499 Edm = 0.21603 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297281.952754 Edm = 1.14682 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297280.5920091 Edm = 2.12118 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297279.9490598 Edm = 0.177408 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297279.6172647 Edm = 0.0433424 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297279.4342248 Edm = 0.249172 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297278.1684524 Edm = 1.35634 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297276.4692342 Edm = 1.76816 NCalls = 189 -VariableMetric: Iteration # 52 - FCN = 297275.3211519 Edm = 1.16477 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297254.8076249 Edm = 28.8348 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297254.7015798 Edm = 0.109556 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297254.5524705 Edm = 0.0680718 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297253.106426 Edm = 0.960353 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297235.8947232 Edm = 7.51198 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297214.7808878 Edm = 5.71242 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297211.6378613 Edm = 2.00514 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297206.533314 Edm = 6.38739 NCalls = 224 -VariableMetric: Iteration # 61 - FCN = 297204.6209141 Edm = 1.93472 NCalls = 228 -VariableMetric: Iteration # 62 - FCN = 297202.0522043 Edm = 1.41374 NCalls = 231 -VariableMetric: Iteration # 63 - FCN = 297201.0947074 Edm = 1.26837 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297197.6577831 Edm = 3.71305 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297195.6569536 Edm = 2.16986 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297187.6566811 Edm = 5.81284 NCalls = 242 -VariableMetric: Iteration # 67 - FCN = 297172.2736348 Edm = 0.930399 NCalls = 246 -VariableMetric: Iteration # 68 - FCN = 297171.4156633 Edm = 1.28665 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297171.0312175 Edm = 0.0157518 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297170.9946924 Edm = 0.0256123 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297170.8086582 Edm = 0.23267 NCalls = 256 -VariableMetric: Iteration # 72 - FCN = 297157.4693842 Edm = 2.28115 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297132.760894 Edm = 21.8304 NCalls = 265 -VariableMetric: Iteration # 74 - FCN = 297127.7315451 Edm = 1.96506 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297125.6643985 Edm = 0.206916 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297124.8194737 Edm = 0.586523 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297122.6287469 Edm = 0.8077 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297121.7338761 Edm = 0.390088 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297121.2531382 Edm = 0.200369 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297121.1474632 Edm = 0.0365757 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297121.1025762 Edm = 0.0067772 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297121.075905 Edm = 0.0192931 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297120.4614315 Edm = 0.501804 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297112.3846772 Edm = 1.27098 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297111.0783891 Edm = 1.38224 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297110.0231619 Edm = 0.448218 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297109.182622 Edm = 0.448795 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297108.4809877 Edm = 0.911065 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297107.9892068 Edm = 0.428768 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297107.1379759 Edm = 0.298303 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297106.7820885 Edm = 0.293838 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297106.5549507 Edm = 0.0851083 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297106.4682146 Edm = 0.0081197 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297106.456729 Edm = 0.00189559 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297106.4497135 Edm = 0.00395051 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297106.3757935 Edm = 0.0735658 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297105.3119036 Edm = 1.03081 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297096.0825355 Edm = 1.96806 NCalls = 336 -VariableMetric: Iteration # 99 - FCN = 297095.722525 Edm = 1.33428 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297093.0807388 Edm = 1.64125 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297091.3356942 Edm = 1.46659 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297090.5904208 Edm = 0.411437 NCalls = 347 -VariableMetric: Iteration # 103 - FCN = 297090.246769 Edm = 0.0642071 NCalls = 349 -VariableMetric: Iteration # 104 - FCN = 297090.1706137 Edm = 0.110769 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297090.1245845 Edm = 0.0537765 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297090.0155903 Edm = 0.0476003 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297089.9539944 Edm = 0.0493148 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297089.9015792 Edm = 0.0204333 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297089.8800662 Edm = 0.0329625 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297089.8384963 Edm = 0.0123192 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297089.8160183 Edm = 0.00817055 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297089.8065272 Edm = 0.00215038 NCalls = 373 -VariableMetric: Iteration # 113 - FCN = 297089.8031676 Edm = 0.00150523 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297089.800588 Edm = 0.00158941 NCalls = 378 -VariableMetric: Iteration # 115 - FCN = 297089.7699291 Edm = 0.0313346 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297089.5929621 Edm = 0.167528 NCalls = 388 -VariableMetric: Iteration # 117 - FCN = 297088.0864029 Edm = 1.05711 NCalls = 392 -VariableMetric: Iteration # 118 - FCN = 297086.5991018 Edm = 0.286561 NCalls = 398 -VariableMetric: Iteration # 119 - FCN = 297086.4710283 Edm = 0.319438 NCalls = 400 -VariableMetric: Iteration # 120 - FCN = 297086.3544487 Edm = 0.00973289 NCalls = 402 -VariableMetric: Iteration # 121 - FCN = 297086.3259717 Edm = 0.0103834 NCalls = 405 -VariableMetric: Iteration # 122 - FCN = 297086.3069975 Edm = 0.00310503 NCalls = 408 -VariableMetric: Iteration # 123 - FCN = 297086.303425 Edm = 0.000790729 NCalls = 410 -VariableMetric: Iteration # 124 - FCN = 297086.3013432 Edm = 0.00144336 NCalls = 412 -VariableMetric: Iteration # 125 - FCN = 297086.2935306 Edm = 0.00544915 NCalls = 415 -VariableMetric: Iteration # 126 - FCN = 297086.2448263 Edm = 0.0470505 NCalls = 418 -VariableMetric: Iteration # 127 - FCN = 297086.1018542 Edm = 0.123018 NCalls = 423 -VariableMetric: Iteration # 128 - FCN = 297077.0665413 Edm = 44.6409 NCalls = 429 -VariableMetric: Iteration # 129 - FCN = 297076.7843847 Edm = 0.671973 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297069.3081052 Edm = 1.02284 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297068.419952 Edm = 0.150439 NCalls = 440 -VariableMetric: Iteration # 132 - FCN = 297068.3293404 Edm = 0.0130879 NCalls = 442 -VariableMetric: Iteration # 133 - FCN = 297068.3035069 Edm = 0.0109079 NCalls = 444 -VariableMetric: Iteration # 134 - FCN = 297068.2463681 Edm = 0.0319936 NCalls = 446 -VariableMetric: Iteration # 135 - FCN = 297068.168813 Edm = 0.0256492 NCalls = 449 -VariableMetric: Iteration # 136 - FCN = 297068.1326754 Edm = 0.00910371 NCalls = 451 -VariableMetric: Iteration # 137 - FCN = 297068.1210176 Edm = 0.00488698 NCalls = 454 -VariableMetric: Iteration # 138 - FCN = 297068.1154829 Edm = 0.00217191 NCalls = 456 -VariableMetric: Iteration # 139 - FCN = 297068.1112616 Edm = 0.000960036 NCalls = 458 -VariableMetric: Iteration # 140 - FCN = 297068.109895 Edm = 0.000335633 NCalls = 460 -VariableMetric: Iteration # 141 - FCN = 297068.1091353 Edm = 0.000471326 NCalls = 462 -VariableMetric: Iteration # 142 - FCN = 297068.1070137 Edm = 0.00174011 NCalls = 465 -VariableMetric: Iteration # 143 - FCN = 297068.052258 Edm = 0.0657327 NCalls = 471 -VariableMetric: Iteration # 144 - FCN = 297068.0352121 Edm = 0.0518767 NCalls = 475 -VariableMetric: Iteration # 145 - FCN = 297067.8772008 Edm = 0.147223 NCalls = 480 -VariableMetric: Iteration # 146 - FCN = 297066.7533769 Edm = 1.13563 NCalls = 485 -VariableMetric: Iteration # 147 - FCN = 297065.8993489 Edm = 0.586436 NCalls = 488 -VariableMetric: Iteration # 148 - FCN = 297065.0079143 Edm = 0.0600948 NCalls = 490 -VariableMetric: Iteration # 149 - FCN = 297064.981422 Edm = 0.0667487 NCalls = 492 -VariableMetric: Iteration # 150 - FCN = 297064.9567758 Edm = 0.00138968 NCalls = 494 -VariableMetric: Iteration # 151 - FCN = 297064.9545693 Edm = 0.0010307 NCalls = 496 -VariableMetric: Iteration # 152 - FCN = 297064.9452355 Edm = 0.00685132 NCalls = 500 -VariableMetric: Iteration # 153 - FCN = 297064.9217848 Edm = 0.0031117 NCalls = 502 -VariableMetric: Iteration # 154 - FCN = 297064.9190729 Edm = 0.000600921 NCalls = 503 -VariableMetric: Iteration # 155 - FCN = 297064.918397 Edm = 0.000150742 NCalls = 505 -VariableMetric: Iteration # 156 - FCN = 297064.9172862 Edm = 0.000892708 NCalls = 508 -VariableMetric: Iteration # 157 - FCN = 297064.8686243 Edm = 0.0423272 NCalls = 513 -VariableMetric: Iteration # 158 - FCN = 297064.0118003 Edm = 0.839203 NCalls = 518 -VariableMetric: Iteration # 159 - FCN = 297063.0913656 Edm = 0.554784 NCalls = 522 -VariableMetric: Iteration # 160 - FCN = 297062.4113653 Edm = 0.0997267 NCalls = 524 -VariableMetric: Iteration # 161 - FCN = 297062.2608238 Edm = 0.0540062 NCalls = 526 -VariableMetric: Iteration # 162 - FCN = 297062.2042002 Edm = 0.0133179 NCalls = 528 -VariableMetric: Iteration # 163 - FCN = 297062.1929297 Edm = 0.00184691 NCalls = 530 -VariableMetric: Iteration # 164 - FCN = 297062.1902089 Edm = 0.000534385 NCalls = 532 -VariableMetric: Iteration # 165 - FCN = 297062.1889454 Edm = 0.000761483 NCalls = 534 -VariableMetric: Iteration # 166 - FCN = 297062.1815123 Edm = 0.00716059 NCalls = 538 -VariableMetric: Iteration # 167 - FCN = 297061.7614498 Edm = 0.133824 NCalls = 545 -VariableMetric: Iteration # 168 - FCN = 297060.5473171 Edm = 0.574485 NCalls = 547 -VariableMetric: Iteration # 169 - FCN = 297060.0376761 Edm = 0.326959 NCalls = 548 -VariableMetric: Iteration # 170 - FCN = 297059.7950394 Edm = 0.0151022 NCalls = 551 -VariableMetric: Iteration # 171 - FCN = 297059.7788061 Edm = 0.00343772 NCalls = 553 -VariableMetric: Iteration # 172 - FCN = 297059.7683582 Edm = 0.00379959 NCalls = 556 -VariableMetric: Iteration # 173 - FCN = 297059.7603165 Edm = 0.000530912 NCalls = 558 -VariableMetric: Iteration # 174 - FCN = 297059.7594923 Edm = 0.000258769 NCalls = 560 -VariableMetric: Iteration # 175 - FCN = 297059.7592296 Edm = 0.000293198 NCalls = 561 -VariableMetric: Iteration # 176 - FCN = 297059.7578261 Edm = 0.00122624 NCalls = 564 -VariableMetric: Iteration # 177 - FCN = 297059.7311196 Edm = 0.0259677 NCalls = 568 -VariableMetric: Iteration # 178 - FCN = 297059.4583528 Edm = 0.517863 NCalls = 574 -VariableMetric: Iteration # 179 - FCN = 297059.3383995 Edm = 0.310376 NCalls = 578 -VariableMetric: Iteration # 180 - FCN = 297059.222401 Edm = 0.434508 NCalls = 580 -VariableMetric: Iteration # 181 - FCN = 297058.4570116 Edm = 1.42373 NCalls = 588 -VariableMetric: Iteration # 182 - FCN = 297058.3801822 Edm = 0.204672 NCalls = 591 -VariableMetric: Iteration # 183 - FCN = 297057.3862979 Edm = 1.66387 NCalls = 596 -VariableMetric: Iteration # 184 - FCN = 297057.3223302 Edm = 0.165963 NCalls = 599 -VariableMetric: Iteration # 185 - FCN = 297056.9800153 Edm = 0.329944 NCalls = 602 -VariableMetric: Iteration # 186 - FCN = 297052.8460556 Edm = 10.3906 NCalls = 609 -VariableMetric: Iteration # 187 - FCN = 297049.7308787 Edm = 2.08235 NCalls = 615 -VariableMetric: Iteration # 188 - FCN = 297047.3763482 Edm = 0.785797 NCalls = 617 -VariableMetric: Iteration # 189 - FCN = 297046.6809255 Edm = 0.239023 NCalls = 619 -VariableMetric: Iteration # 190 - FCN = 297046.3920152 Edm = 0.568605 NCalls = 621 -VariableMetric: Iteration # 191 - FCN = 297046.1729733 Edm = 0.235336 NCalls = 623 -VariableMetric: Iteration # 192 - FCN = 297044.9163749 Edm = 0.724397 NCalls = 627 -VariableMetric: Iteration # 193 - FCN = 297043.7026337 Edm = 0.179569 NCalls = 630 -VariableMetric: Iteration # 194 - FCN = 297043.5065277 Edm = 0.0873981 NCalls = 632 -VariableMetric: Iteration # 195 - FCN = 297043.4140464 Edm = 0.0420431 NCalls = 635 -VariableMetric: Iteration # 196 - FCN = 297043.3614946 Edm = 0.0263798 NCalls = 637 -VariableMetric: Iteration # 197 - FCN = 297043.3345441 Edm = 0.022288 NCalls = 638 -VariableMetric: Iteration # 198 - FCN = 297043.2995548 Edm = 0.0162788 NCalls = 641 -VariableMetric: Iteration # 199 - FCN = 297043.2784413 Edm = 0.0143274 NCalls = 644 -VariableMetric: Iteration # 200 - FCN = 297043.2484017 Edm = 0.0212109 NCalls = 646 -VariableMetric: Iteration # 201 - FCN = 297043.2264412 Edm = 0.0401787 NCalls = 648 -VariableMetric: Iteration # 202 - FCN = 297043.1718688 Edm = 0.0179895 NCalls = 653 -VariableMetric: Iteration # 203 - FCN = 297043.1493649 Edm = 0.0491486 NCalls = 655 -VariableMetric: Iteration # 204 - FCN = 297043.0937576 Edm = 0.0310057 NCalls = 658 -VariableMetric: Iteration # 205 - FCN = 297043.0379925 Edm = 0.0575945 NCalls = 661 -VariableMetric: Iteration # 206 - FCN = 297042.9676439 Edm = 0.0159217 NCalls = 664 -VariableMetric: Iteration # 207 - FCN = 297042.9308634 Edm = 0.0152216 NCalls = 666 -VariableMetric: Iteration # 208 - FCN = 297042.9209734 Edm = 0.00782402 NCalls = 668 -VariableMetric: Iteration # 209 - FCN = 297042.8819272 Edm = 0.02081 NCalls = 671 -VariableMetric: Iteration # 210 - FCN = 297042.7677321 Edm = 0.0539874 NCalls = 673 -VariableMetric: Iteration # 211 - FCN = 297042.7236367 Edm = 0.00783286 NCalls = 675 -VariableMetric: Iteration # 212 - FCN = 297042.7152521 Edm = 0.000461185 NCalls = 677 -VariableMetric: Iteration # 213 - FCN = 297042.7144772 Edm = 0.000135437 NCalls = 679 -VariableMetric: Iteration # 214 - FCN = 297042.7141037 Edm = 0.000223737 NCalls = 681 -VariableMetric: Iteration # 215 - FCN = 297042.7133416 Edm = 0.000412963 NCalls = 683 -VariableMetric: Iteration # 216 - FCN = 297042.7115505 Edm = 0.00137715 NCalls = 685 -VariableMetric: Iteration # 217 - FCN = 297042.6438245 Edm = 0.0683022 NCalls = 690 -VariableMetric: Iteration # 218 - FCN = 297042.2042841 Edm = 0.406254 NCalls = 696 -VariableMetric: Iteration # 219 - FCN = 297040.1340584 Edm = 0.261727 NCalls = 701 -VariableMetric: Iteration # 220 - FCN = 297040.090504 Edm = 0.197183 NCalls = 703 -VariableMetric: Iteration # 221 - FCN = 297039.9566388 Edm = 0.0235337 NCalls = 706 -VariableMetric: Iteration # 222 - FCN = 297039.9232736 Edm = 0.00503208 NCalls = 708 -VariableMetric: Iteration # 223 - FCN = 297039.9088799 Edm = 0.00822522 NCalls = 710 -VariableMetric: Iteration # 224 - FCN = 297039.8895271 Edm = 0.0379808 NCalls = 712 -VariableMetric: Iteration # 225 - FCN = 297039.8525305 Edm = 0.0593868 NCalls = 714 -VariableMetric: Iteration # 226 - FCN = 297039.839994 Edm = 0.012324 NCalls = 717 -VariableMetric: Iteration # 227 - FCN = 297039.7930925 Edm = 0.0197125 NCalls = 721 -VariableMetric: Iteration # 228 - FCN = 297039.7730546 Edm = 0.0119676 NCalls = 723 -VariableMetric: Iteration # 229 - FCN = 297039.7601662 Edm = 0.00711862 NCalls = 725 -VariableMetric: Iteration # 230 - FCN = 297039.7555321 Edm = 0.00374213 NCalls = 728 -VariableMetric: Iteration # 231 - FCN = 297039.7516212 Edm = 0.000337632 NCalls = 730 -VariableMetric: Iteration # 232 - FCN = 297039.7508896 Edm = 0.000303345 NCalls = 732 -VariableMetric: Iteration # 233 - FCN = 297039.7485976 Edm = 0.000958454 NCalls = 735 -VariableMetric: Iteration # 234 - FCN = 297039.7470997 Edm = 0.000763291 NCalls = 738 -VariableMetric: Iteration # 235 - FCN = 297039.7464362 Edm = 0.000166856 NCalls = 741 -VariableMetric: Iteration # 236 - FCN = 297039.7461168 Edm = 0.000121802 NCalls = 743 -VariableMetric: Iteration # 237 - FCN = 297039.7457291 Edm = 0.000389625 NCalls = 748 -VariableMetric: Iteration # 238 - FCN = 297039.7455427 Edm = 0.00017393 NCalls = 752 -VariableMetric: Iteration # 239 - FCN = 297039.7453763 Edm = 0.000195387 NCalls = 755 -VariableMetric: Iteration # 240 - FCN = 297039.7451694 Edm = 0.000157857 NCalls = 757 -VariableMetric: Iteration # 241 - FCN = 297039.7448084 Edm = 0.000552182 NCalls = 764 -VariableMetric: Iteration # 242 - FCN = 297039.742635 Edm = 0.000791405 NCalls = 769 -VariableMetric: Iteration # 243 - FCN = 297039.7416517 Edm = 0.0117855 NCalls = 771 -VariableMetric: Iteration # 244 - FCN = 297039.7388019 Edm = 0.0012839 NCalls = 776 -VariableMetric: Iteration # 245 - FCN = 297039.7384537 Edm = 0.000601051 NCalls = 778 -VariableMetric: Iteration # 246 - FCN = 297039.736735 Edm = 0.00129872 NCalls = 781 -VariableMetric: Iteration # 247 - FCN = 297039.7350118 Edm = 0.00100557 NCalls = 783 -VariableMetric: Iteration # 248 - FCN = 297039.7310097 Edm = 0.00154376 NCalls = 790 -VariableMetric: Iteration # 249 - FCN = 297039.7281381 Edm = 0.00128449 NCalls = 794 -VariableMetric: Iteration # 250 - FCN = 297039.7276824 Edm = 0.000290484 NCalls = 796 -VariableMetric: Iteration # 251 - FCN = 297039.7273213 Edm = 6.00906e-05 NCalls = 798 -VariableMetric: Iteration # 252 - FCN = 297039.7272559 Edm = 2.20497e-05 NCalls = 800 -VariableMetric: After Hessian - FCN = 297039.7272559 Edm = 0.566902 NCalls = 1285 -VariableMetric: Iteration # 253 - FCN = 297039.7272559 Edm = 0.566902 NCalls = 1285 -VariableMetric: Iteration # 254 - FCN = 297039.3349554 Edm = 1.14493 NCalls = 1287 -VariableMetric: Iteration # 255 - FCN = 297038.9484241 Edm = 0.295994 NCalls = 1291 -VariableMetric: Iteration # 256 - FCN = 297038.8811788 Edm = 0.156457 NCalls = 1293 -VariableMetric: Iteration # 257 - FCN = 297038.7783306 Edm = 0.0617016 NCalls = 1295 -VariableMetric: Iteration # 258 - FCN = 297038.7302301 Edm = 0.0312036 NCalls = 1298 -VariableMetric: Iteration # 259 - FCN = 297038.6356632 Edm = 0.242761 NCalls = 1301 -VariableMetric: Iteration # 260 - FCN = 297038.3969649 Edm = 0.50475 NCalls = 1306 -VariableMetric: Iteration # 261 - FCN = 297038.1934729 Edm = 0.554127 NCalls = 1310 -VariableMetric: Iteration # 262 - FCN = 297037.9820169 Edm = 1.53445 NCalls = 1315 -VariableMetric: Iteration # 263 - FCN = 297037.5994026 Edm = 0.870461 NCalls = 1320 -VariableMetric: Iteration # 264 - FCN = 297037.2182227 Edm = 3.46788 NCalls = 1324 -VariableMetric: Iteration # 265 - FCN = 297037.0700636 Edm = 0.188643 NCalls = 1327 -VariableMetric: Iteration # 266 - FCN = 297036.9170418 Edm = 0.778818 NCalls = 1331 -VariableMetric: Iteration # 267 - FCN = 297036.6095297 Edm = 0.604584 NCalls = 1336 -VariableMetric: Iteration # 268 - FCN = 297035.5338197 Edm = 1.53338 NCalls = 1342 -VariableMetric: Iteration # 269 - FCN = 297034.5411885 Edm = 0.636324 NCalls = 1349 -VariableMetric: Iteration # 270 - FCN = 297033.8264104 Edm = 0.351492 NCalls = 1351 -VariableMetric: Iteration # 271 - FCN = 297033.5507577 Edm = 0.0786188 NCalls = 1353 -VariableMetric: Iteration # 272 - FCN = 297033.5220783 Edm = 0.0185215 NCalls = 1355 -VariableMetric: Iteration # 273 - FCN = 297033.4852809 Edm = 0.00965453 NCalls = 1357 -VariableMetric: Iteration # 274 - FCN = 297033.4735601 Edm = 0.00541926 NCalls = 1359 -VariableMetric: Iteration # 275 - FCN = 297033.4597542 Edm = 0.00606962 NCalls = 1361 -VariableMetric: Iteration # 276 - FCN = 297033.4422378 Edm = 0.0102677 NCalls = 1363 -VariableMetric: Iteration # 277 - FCN = 297033.4084542 Edm = 0.0222855 NCalls = 1366 -VariableMetric: Iteration # 278 - FCN = 297033.3816973 Edm = 0.0283637 NCalls = 1369 -VariableMetric: Iteration # 279 - FCN = 297033.3528171 Edm = 0.0104367 NCalls = 1371 -VariableMetric: Iteration # 280 - FCN = 297033.3396814 Edm = 0.0184318 NCalls = 1373 -VariableMetric: Iteration # 281 - FCN = 297033.3270207 Edm = 0.012915 NCalls = 1376 -VariableMetric: Iteration # 282 - FCN = 297033.3058833 Edm = 0.00992287 NCalls = 1378 -VariableMetric: Iteration # 283 - FCN = 297033.2803929 Edm = 0.0140933 NCalls = 1381 -VariableMetric: Iteration # 284 - FCN = 297033.2759292 Edm = 0.00481909 NCalls = 1383 -VariableMetric: Iteration # 285 - FCN = 297033.2680324 Edm = 0.00381179 NCalls = 1386 -VariableMetric: Iteration # 286 - FCN = 297033.2611151 Edm = 0.00419731 NCalls = 1388 -VariableMetric: Iteration # 287 - FCN = 297033.2524931 Edm = 0.00515941 NCalls = 1391 -VariableMetric: Iteration # 288 - FCN = 297033.2360026 Edm = 0.00361817 NCalls = 1394 -VariableMetric: Iteration # 289 - FCN = 297033.2265901 Edm = 0.00287412 NCalls = 1396 -VariableMetric: Iteration # 290 - FCN = 297033.2232629 Edm = 0.00413293 NCalls = 1399 -VariableMetric: Iteration # 291 - FCN = 297033.2207164 Edm = 0.00158251 NCalls = 1401 -VariableMetric: Iteration # 292 - FCN = 297033.2187282 Edm = 0.00127386 NCalls = 1403 -VariableMetric: Iteration # 293 - FCN = 297033.2152707 Edm = 0.0024938 NCalls = 1407 -VariableMetric: Iteration # 294 - FCN = 297033.2096658 Edm = 0.00312625 NCalls = 1410 -VariableMetric: Iteration # 295 - FCN = 297033.2025603 Edm = 0.00655134 NCalls = 1412 -VariableMetric: Iteration # 296 - FCN = 297033.1974983 Edm = 0.00592446 NCalls = 1416 -VariableMetric: Iteration # 297 - FCN = 297033.1884394 Edm = 0.0132437 NCalls = 1420 -VariableMetric: Iteration # 298 - FCN = 297033.1761496 Edm = 0.00499871 NCalls = 1424 -VariableMetric: Iteration # 299 - FCN = 297033.16909 Edm = 0.000585225 NCalls = 1427 -VariableMetric: Iteration # 300 - FCN = 297033.1684293 Edm = 0.000365883 NCalls = 1429 -VariableMetric: Iteration # 301 - FCN = 297033.1681797 Edm = 0.000122935 NCalls = 1431 -VariableMetric: Iteration # 302 - FCN = 297033.1679813 Edm = 8.56748e-05 NCalls = 1433 -VariableMetric: Iteration # 303 - FCN = 297033.1677363 Edm = 0.000121038 NCalls = 1435 -VariableMetric: Iteration # 304 - FCN = 297033.1673296 Edm = 9.23442e-05 NCalls = 1437 -VariableMetric: Iteration # 305 - FCN = 297033.167122 Edm = 4.60026e-05 NCalls = 1439 -VariableMetric: After Hessian - FCN = 297033.167122 Edm = 0.00270091 NCalls = 1924 -VariableMetric: Iteration # 306 - FCN = 297033.167122 Edm = 0.00270091 NCalls = 1924 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=230 (230 total) | -| EDM = 7.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297489.7751453247 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.57 | 0.09 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 0.85 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 0.717 | 0.005 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 2.0 | 1.2 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -3.43 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.840 | 0.017 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.005 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.914 | 0.005 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -2.27 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.532 | 0.015 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 19.3 | 0.7 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.300 | 0.008 | | | -0.3 | 0.3 | | -| 13| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -5.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.506 | 0.005 | | | -2 | 2 | | -| 17| p3770_s | 3.13 | 0.12 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.433 | 0.029 | | | -2 | 2 | | -| 19| p4415_p | -6.25 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.8 | 1.4 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.23 | 0.10 | | |0.126447 | 2.35355 | | -| 22| Ctt | -1.04 | 0.06 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.64 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.060 -0.002 -0.012 -0.083 0.027 0.004 0.058 0.015 0.041 0.007 0.009 0.004 0.012 -0.009 -0.010 0.026 0.060 -0.007 0.019 -0.012 -0.055 0.143 -0.022 | -| Dbar_p | -0.060 1.000 0.006 -0.092 0.116 0.112 -0.001 -0.107 0.002 -0.100 0.158 0.060 0.001 0.091 -0.070 -0.077 -0.125 0.154 -0.047 -0.006 -0.091 0.038 0.121 0.067 | -| p4160_s | -0.002 0.006 1.000 -0.005 -0.007 0.000 -0.001 -0.006 -0.001 0.001 0.003 0.003 -0.000 0.004 -0.004 -0.004 -0.006 0.001 0.005 -0.002 -0.005 0.005 -0.010 0.003 | -| rho_s | -0.012 -0.092 -0.005 1.000 -0.199 -0.123 0.003 0.282 -0.032 -0.152 -0.401 -0.712 -0.008 -0.993 0.777 0.861 0.806 -0.260 -0.526 0.028 0.995 -0.088 0.161 -0.092 | -| p4040_p | -0.083 0.116 -0.007 -0.199 1.000 -0.030 0.000 -0.027 0.004 0.133 0.083 0.138 0.005 0.197 -0.154 -0.171 -0.140 0.070 0.142 -0.009 -0.198 -0.016 -0.046 0.064 | -| psi2s_p | 0.027 0.112 0.000 -0.123 -0.030 1.000 0.001 -0.009 0.002 0.104 0.089 0.084 0.001 0.122 -0.095 -0.105 -0.084 -0.117 0.052 0.004 -0.122 -0.008 0.043 0.014 | -| p4160_p | 0.004 -0.001 -0.001 0.003 0.000 0.001 1.000 -0.000 -0.000 -0.003 -0.001 -0.002 -0.000 -0.003 0.002 0.003 0.002 -0.001 -0.003 0.000 0.003 0.002 -0.000 -0.001 | -| bplus_1 | 0.058 -0.107 -0.006 0.282 -0.027 -0.009 -0.000 1.000 -0.043 -0.221 -0.075 -0.215 -0.020 -0.281 0.218 0.248 0.084 -0.059 -0.250 -0.015 0.281 -0.042 0.023 -0.051 | -| DDstar_s | 0.015 0.002 -0.001 -0.032 0.004 0.002 -0.000 -0.043 1.000 -0.008 0.007 0.021 -0.003 0.032 -0.025 -0.027 -0.045 -0.002 0.011 -0.006 -0.032 0.002 -0.019 -0.018 | -| DDstar_p | 0.041 -0.100 0.001 -0.152 0.133 0.104 -0.003 -0.221 -0.008 1.000 0.172 0.102 -0.012 0.151 -0.118 -0.128 -0.227 0.079 0.028 -0.031 -0.151 0.038 -0.052 -0.008 | -| jpsi_p | 0.007 0.158 0.003 -0.401 0.083 0.089 -0.001 -0.075 0.007 0.172 1.000 0.276 -0.001 0.397 -0.312 -0.345 -0.299 0.127 0.223 -0.006 -0.399 0.034 -0.164 0.039 | -| phi_s | 0.009 0.060 0.003 -0.712 0.138 0.084 -0.002 -0.215 0.021 0.102 0.276 1.000 0.005 0.707 -0.471 -0.613 -0.583 0.181 0.349 -0.019 -0.708 0.061 -0.105 0.065 | -| Dbar_s | 0.004 0.001 -0.000 -0.008 0.005 0.001 -0.000 -0.020 -0.003 -0.012 -0.001 0.005 1.000 0.008 -0.007 -0.007 -0.018 -0.000 -0.004 -0.003 -0.008 0.005 0.000 -0.018 | -| omega_s | 0.012 0.091 0.004 -0.993 0.197 0.122 -0.003 -0.281 0.032 0.151 0.397 0.707 0.008 1.000 -0.773 -0.854 -0.801 0.258 0.520 -0.027 -0.984 0.087 -0.159 0.091 | -| phi_p | -0.009 -0.070 -0.004 0.777 -0.154 -0.095 0.002 0.218 -0.025 -0.118 -0.312 -0.471 -0.007 -0.773 1.000 0.663 0.626 -0.201 -0.407 0.021 0.773 -0.068 0.125 -0.072 | -| rho_p | -0.010 -0.077 -0.004 0.861 -0.171 -0.105 0.003 0.248 -0.027 -0.128 -0.345 -0.613 -0.007 -0.854 0.663 1.000 0.697 -0.223 -0.444 0.024 0.857 -0.075 0.136 -0.080 | -| bplus_0 | 0.026 -0.125 -0.006 0.806 -0.140 -0.084 0.002 0.084 -0.045 -0.227 -0.299 -0.583 -0.018 -0.801 0.626 0.697 1.000 -0.198 -0.490 0.008 0.803 -0.077 0.124 -0.087 | -| p3770_s | 0.060 0.154 0.001 -0.260 0.070 -0.117 -0.001 -0.059 -0.002 0.079 0.127 0.181 -0.000 0.258 -0.201 -0.223 -0.198 1.000 0.161 -0.010 -0.258 0.025 -0.108 -0.075 | -| bplus_2 | -0.007 -0.047 0.005 -0.526 0.142 0.052 -0.003 -0.250 0.011 0.028 0.223 0.349 -0.004 0.520 -0.407 -0.444 -0.490 0.161 1.000 -0.024 -0.523 0.115 0.104 0.049 | -| p4415_p | 0.019 -0.006 -0.002 0.028 -0.009 0.004 0.000 -0.015 -0.006 -0.031 -0.006 -0.019 -0.003 -0.027 0.021 0.024 0.008 -0.010 -0.024 1.000 0.028 -0.158 -0.021 -0.006 | -| omega_p | -0.012 -0.091 -0.005 0.995 -0.198 -0.122 0.003 0.281 -0.032 -0.151 -0.399 -0.708 -0.008 -0.984 0.773 0.857 0.803 -0.258 -0.523 0.028 1.000 -0.087 0.160 -0.092 | -| p4415_s | -0.055 0.038 0.005 -0.088 -0.016 -0.008 0.002 -0.042 0.002 0.038 0.034 0.061 0.005 0.087 -0.068 -0.075 -0.077 0.025 0.115 -0.158 -0.087 1.000 -0.052 0.032 | -| Ctt | 0.143 0.121 -0.010 0.161 -0.046 0.043 -0.000 0.023 -0.019 -0.052 -0.164 -0.105 0.000 -0.159 0.125 0.136 0.124 -0.108 0.104 -0.021 0.160 -0.052 1.000 -0.056 | -| p3770_p | -0.022 0.067 0.003 -0.092 0.064 0.014 -0.001 -0.051 -0.018 -0.008 0.039 0.065 -0.018 0.091 -0.072 -0.080 -0.087 -0.075 0.049 -0.006 -0.092 0.032 -0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09018460203322776}), (, {'error': 0.10410335003488447}), (, {'error': 0.005078458048009715}), (, {'error': 1.1598633309415889}), (, {'error': 0.05497677751079344}), (, {'error': 0.016733442203462623}), (, {'error': 0.004558437375214552}), (, {'error': 0.005090486747224898}), (, {'error': 0.007057875665223284}), (, {'error': 0.09250767868357301}), (, {'error': 0.014644555582719931}), (, {'error': 0.7055878060737477}), (, {'error': 0.007847612150324923}), (, {'error': 3.798129737319917}), (, {'error': 0.13653618258409272}), (, {'error': 0.16251978555198443}), (, {'error': 0.004576576633319229}), (, {'error': 0.12108547605715714}), (, {'error': 0.02889085760563259}), (, {'error': 0.11595512970689059}), (, {'error': 1.4445640351087707}), (, {'error': 0.10142388895910939}), (, {'error': 0.05779131832753481}), (, {'error': 0.05715157132586257})]) -Toy 1/25 -Time taken: 3 min, 20 s -Projected time left: 1 h, 20 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1280 (1280 total) | -| EDM = 2.55E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297086.3414301132 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -4.48 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.55 | 0.16 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.24 | 0.31 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.32 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.31 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -1.05 | 0.05 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.637 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 19.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.2 | 1.5 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.83 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.34 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.556 | 0.025 | | | -2 | 2 | | -| 17| p3770_s | 2.91 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.22 | 0.10 | | | -2 | 2 | | -| 19| p4415_p | -2.12 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.49 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.24 | 0.21 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.64 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.090 0.032 0.002 -0.237 -0.011 -0.545 -0.008 0.003 -0.146 -0.016 -0.031 -0.001 0.010 -0.020 0.059 0.021 0.101 0.110 -0.227 0.007 0.181 0.338 -0.145 | -| Dbar_p | -0.090 1.000 -0.085 0.035 -0.082 -0.056 -0.009 0.162 0.005 -0.122 0.154 -0.007 0.021 -0.011 -0.004 0.025 0.041 -0.076 -0.084 -0.108 -0.006 0.032 -0.325 0.270 | -| p4160_s | 0.032 -0.085 1.000 0.006 0.305 -0.080 -0.142 -0.014 0.007 -0.075 -0.034 -0.042 0.002 0.012 -0.026 0.080 0.039 0.012 0.151 -0.160 0.009 0.328 0.240 -0.049 | -| rho_s | 0.002 0.035 0.006 1.000 -0.002 0.003 0.001 -0.127 0.002 0.069 0.018 -0.036 0.001 -0.356 0.048 0.184 0.209 0.012 -0.035 -0.014 -0.118 0.019 -0.013 0.026 | -| p4040_p | -0.237 -0.082 0.305 -0.002 1.000 -0.224 0.241 -0.015 0.031 0.098 -0.102 -0.009 0.021 -0.000 -0.005 0.005 0.011 -0.050 -0.042 0.171 -0.000 -0.007 -0.290 0.167 | -| psi2s_p | -0.011 -0.056 -0.080 0.003 -0.224 1.000 -0.151 0.003 0.025 -0.042 -0.024 -0.003 0.023 -0.004 -0.002 0.000 -0.005 -0.436 0.023 -0.104 -0.003 0.022 0.229 -0.009 | -| p4160_p | -0.545 -0.009 -0.142 0.001 0.241 -0.151 1.000 -0.015 0.050 0.182 -0.055 0.001 0.028 -0.005 0.002 -0.014 0.008 -0.007 -0.056 0.318 -0.004 -0.099 -0.393 0.207 | -| bplus_1 | -0.008 0.162 -0.014 -0.127 -0.015 0.003 -0.015 1.000 0.005 0.356 0.013 0.010 0.002 0.070 -0.015 0.015 -0.830 0.049 -0.297 -0.119 0.043 0.103 -0.170 0.100 | -| DDstar_s | 0.003 0.005 0.007 0.002 0.031 0.025 0.050 0.005 1.000 0.036 0.059 0.001 -0.001 -0.000 0.001 0.000 0.001 0.027 -0.000 0.033 -0.000 -0.001 -0.005 0.028 | -| DDstar_p | -0.146 -0.122 -0.075 0.069 0.098 -0.042 0.182 0.356 0.036 1.000 0.095 0.017 0.002 -0.032 0.009 -0.009 0.051 0.141 -0.296 -0.058 -0.021 -0.028 -0.090 0.244 | -| jpsi_p | -0.016 0.154 -0.034 0.018 -0.102 -0.024 -0.055 0.013 0.059 0.095 1.000 0.040 0.044 -0.051 0.030 -0.102 -0.034 -0.057 0.125 -0.031 -0.040 -0.015 0.252 0.017 | -| phi_s | -0.031 -0.007 -0.042 -0.036 -0.009 -0.003 0.001 0.010 0.001 0.017 0.040 1.000 -0.000 -0.031 0.517 -0.166 -0.014 -0.019 -0.141 -0.032 -0.007 -0.009 -0.049 0.009 | -| Dbar_s | -0.001 0.021 0.002 0.001 0.021 0.023 0.028 0.002 -0.001 0.002 0.044 -0.000 1.000 0.000 0.000 0.001 0.001 0.024 0.002 0.015 0.000 0.000 0.001 0.032 | -| omega_s | 0.010 -0.011 0.012 -0.356 -0.000 -0.004 -0.005 0.070 -0.000 -0.032 -0.051 -0.031 0.000 1.000 -0.157 0.193 -0.098 -0.002 0.072 0.015 0.779 -0.004 0.022 -0.018 | -| phi_p | -0.020 -0.004 -0.026 0.048 -0.005 -0.002 0.002 -0.015 0.001 0.009 0.030 0.517 0.000 -0.157 1.000 -0.291 0.010 -0.010 -0.092 -0.020 -0.093 -0.006 -0.030 0.007 | -| rho_p | 0.059 0.025 0.080 0.184 0.005 0.000 -0.014 0.015 0.000 -0.009 -0.102 -0.166 0.001 0.193 -0.291 1.000 0.002 0.024 0.284 0.053 0.025 0.021 0.115 -0.015 | -| bplus_0 | 0.021 0.041 0.039 0.209 0.011 -0.005 0.008 -0.830 0.001 0.051 -0.034 -0.014 0.001 -0.098 0.010 0.002 1.000 0.042 -0.023 0.006 -0.059 0.030 -0.001 0.041 | -| p3770_s | 0.101 -0.076 0.012 0.012 -0.050 -0.436 -0.007 0.049 0.027 0.141 -0.057 -0.019 0.024 -0.002 -0.010 0.024 0.042 1.000 -0.090 -0.011 -0.001 0.014 -0.152 -0.217 | -| bplus_2 | 0.110 -0.084 0.151 -0.035 -0.042 0.023 -0.056 -0.297 -0.000 -0.296 0.125 -0.141 0.002 0.072 -0.092 0.284 -0.023 -0.090 1.000 0.207 0.049 -0.074 0.670 -0.102 | -| p4415_p | -0.227 -0.108 -0.160 -0.014 0.171 -0.104 0.318 -0.119 0.033 -0.058 -0.031 -0.032 0.015 0.015 -0.020 0.053 0.006 -0.011 0.207 1.000 0.010 -0.185 -0.051 0.055 | -| omega_p | 0.007 -0.006 0.009 -0.118 -0.000 -0.003 -0.004 0.043 -0.000 -0.021 -0.040 -0.007 0.000 0.779 -0.093 0.025 -0.059 -0.001 0.049 0.010 1.000 -0.002 0.014 -0.012 | -| p4415_s | 0.181 0.032 0.328 0.019 -0.007 0.022 -0.099 0.103 -0.001 -0.028 -0.015 -0.009 0.000 -0.004 -0.006 0.021 0.030 0.014 -0.074 -0.185 -0.002 1.000 0.202 -0.063 | -| Ctt | 0.338 -0.325 0.240 -0.013 -0.290 0.229 -0.393 -0.170 -0.005 -0.090 0.252 -0.049 0.001 0.022 -0.030 0.115 -0.001 -0.152 0.670 -0.051 0.014 0.202 1.000 -0.221 | -| p3770_p | -0.145 0.270 -0.049 0.026 0.167 -0.009 0.207 0.100 0.028 0.244 0.017 0.009 0.032 -0.018 0.007 -0.015 0.041 -0.217 -0.102 0.055 -0.012 -0.063 -0.221 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16864639689273048}), (, {'error': 0.30518511491020783}), (, {'error': 0.16399948786260587}), (, {'error': 0.30827370847970104}), (, {'error': 0.17294853392709952}), (, {'error': 0.03178711730283457}), (, {'error': 0.09110925578243112}), (, {'error': 0.052745478820523606}), (, {'error': 0.022413797317356654}), (, {'error': 0.33791834273463106}), (, {'error': 0.025447311314567678}), (, {'error': 0.9337008494652324}), (, {'error': 0.015592701854949209}), (, {'error': 1.455278884296996}), (, {'error': 0.1689426121691433}), (, {'error': 0.3060858984910211}), (, {'error': 0.02538114486636056}), (, {'error': 0.22792020655458956}), (, {'error': 0.10443807601296895}), (, {'error': 0.14680573588520263}), (, {'error': 0.38822873340678177}), (, {'error': 0.18808367087264666}), (, {'error': 0.20866046310665365}), (, {'error': 0.10530934386683621})]) -Toy 2/25 -Time taken: 8 min, 57 s -Projected time left: 1 h, 42 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1364 (1364 total) | -| EDM = 9.33E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297427.67845527566 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.04 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -3.04 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.927 | 0.030 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.64 | 0.06 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.572 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 22.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.89 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -1.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.37 | 0.03 | | | -2 | 2 | | -| 17| p3770_s | 3.99 | 0.21 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.41 | 0.05 | | | -2 | 2 | | -| 19| p4415_p | 4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.62 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | | -| 23| p3770_p | 4.03 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.020 -0.011 0.012 -0.190 0.056 0.009 -0.066 -0.001 -0.107 -0.127 0.010 -0.070 0.004 0.001 -0.011 0.014 0.100 0.252 -0.217 0.001 0.139 0.036 -0.151 | -| Dbar_p | -0.020 1.000 0.002 -0.012 0.029 0.071 0.000 -0.009 -0.001 -0.049 0.114 -0.007 0.016 -0.001 -0.001 0.008 -0.001 0.044 -0.006 0.000 -0.000 0.014 0.001 0.122 | -| p4160_s | -0.011 0.002 1.000 -0.002 -0.008 0.002 -0.002 0.002 0.001 0.016 0.011 -0.002 0.003 -0.000 -0.000 0.002 -0.001 0.002 -0.013 0.013 -0.000 -0.002 -0.001 0.010 | -| rho_s | 0.012 -0.012 -0.002 1.000 -0.072 -0.005 0.001 0.108 0.002 -0.028 0.122 0.159 0.029 -0.244 0.314 -0.305 -0.087 -0.052 0.368 -0.074 0.118 0.043 -0.011 0.001 | -| p4040_p | -0.190 0.029 -0.008 -0.072 1.000 -0.122 -0.003 0.082 0.029 0.239 0.092 -0.073 0.080 -0.030 -0.024 0.107 -0.107 0.092 -0.133 0.085 -0.010 0.099 -0.005 0.174 | -| psi2s_p | 0.056 0.071 0.002 -0.005 -0.122 1.000 0.003 0.002 0.023 0.272 0.076 -0.024 0.057 -0.018 -0.004 0.045 -0.056 -0.306 0.171 -0.076 -0.004 0.057 0.012 0.127 | -| p4160_p | 0.009 0.000 -0.002 0.001 -0.003 0.003 1.000 -0.002 -0.001 0.000 0.001 0.001 -0.001 0.001 0.000 -0.002 0.002 -0.001 0.000 0.001 0.000 -0.005 -0.000 -0.001 | -| bplus_1 | -0.066 -0.009 0.002 0.108 0.082 0.002 -0.002 1.000 0.027 -0.116 -0.130 -0.218 0.038 -0.238 0.004 0.471 -0.984 -0.016 0.233 0.111 -0.049 -0.147 0.004 -0.094 | -| DDstar_s | -0.001 -0.001 0.001 0.002 0.029 0.023 -0.001 0.027 1.000 0.017 0.019 0.001 -0.006 0.001 0.001 -0.004 -0.006 0.003 -0.019 0.024 0.001 -0.007 0.000 -0.005 | -| DDstar_p | -0.107 -0.049 0.016 -0.028 0.239 0.272 0.000 -0.116 0.017 1.000 0.529 -0.008 0.000 0.001 0.004 0.013 0.041 0.194 0.026 0.047 0.000 0.039 -0.001 0.336 | -| jpsi_p | -0.127 0.114 0.011 0.122 0.092 0.076 0.001 -0.130 0.019 0.529 1.000 0.081 -0.022 0.012 0.039 -0.110 0.125 0.107 0.079 0.000 0.008 -0.029 0.020 0.203 | -| phi_s | 0.010 -0.007 -0.002 0.159 -0.073 -0.024 0.001 -0.218 0.001 -0.008 0.081 1.000 0.017 0.044 0.413 -0.234 0.233 -0.034 0.098 -0.072 0.027 0.039 -0.006 0.021 | -| Dbar_s | -0.070 0.016 0.003 0.029 0.080 0.057 -0.001 0.038 -0.006 0.000 -0.022 0.017 1.000 0.005 0.008 -0.027 -0.007 0.053 0.093 0.030 0.003 -0.040 0.008 -0.020 | -| omega_s | 0.004 -0.001 -0.000 -0.244 -0.030 -0.018 0.001 -0.238 0.001 0.001 0.012 0.044 0.005 1.000 -0.089 -0.300 0.242 -0.005 -0.084 -0.029 0.371 0.014 -0.001 0.017 | -| phi_p | 0.001 -0.001 -0.000 0.314 -0.024 -0.004 0.000 0.004 0.001 0.004 0.039 0.413 0.008 -0.089 1.000 -0.098 0.005 -0.014 0.105 -0.026 -0.002 0.013 -0.003 0.007 | -| rho_p | -0.011 0.008 0.002 -0.305 0.107 0.045 -0.002 0.471 -0.004 0.013 -0.110 -0.234 -0.027 -0.300 -0.098 1.000 -0.500 0.035 -0.027 0.106 -0.103 -0.052 0.006 -0.046 | -| bplus_0 | 0.014 -0.001 -0.001 -0.087 -0.107 -0.056 0.002 -0.984 -0.006 0.041 0.125 0.233 -0.007 0.242 0.005 -0.500 1.000 -0.003 -0.318 -0.112 0.051 0.070 0.003 0.092 | -| p3770_s | 0.100 0.044 0.002 -0.052 0.092 -0.306 -0.001 -0.016 0.003 0.194 0.107 -0.034 0.053 -0.005 -0.014 0.035 -0.003 1.000 -0.106 0.045 -0.003 0.026 -0.013 -0.123 | -| bplus_2 | 0.252 -0.006 -0.013 0.368 -0.133 0.171 0.000 0.233 -0.019 0.026 0.079 0.098 0.093 -0.084 0.105 -0.027 -0.318 -0.106 1.000 -0.179 -0.001 0.337 -0.087 -0.097 | -| p4415_p | -0.217 0.000 0.013 -0.074 0.085 -0.076 0.001 0.111 0.024 0.047 0.000 -0.072 0.030 -0.029 -0.026 0.106 -0.112 0.045 -0.179 1.000 -0.010 -0.156 0.014 0.068 | -| omega_p | 0.001 -0.000 -0.000 0.118 -0.010 -0.004 0.000 -0.049 0.001 0.000 0.008 0.027 0.003 0.371 -0.002 -0.103 0.051 -0.003 -0.001 -0.010 1.000 0.005 -0.001 0.004 | -| p4415_s | 0.139 0.014 -0.002 0.043 0.099 0.057 -0.005 -0.147 -0.007 0.039 -0.029 0.039 -0.040 0.014 0.013 -0.052 0.070 0.026 0.337 -0.156 0.005 1.000 0.008 -0.050 | -| Ctt | 0.036 0.001 -0.001 -0.011 -0.005 0.012 -0.000 0.004 0.000 -0.001 0.020 -0.006 0.008 -0.001 -0.003 0.006 0.003 -0.013 -0.087 0.014 -0.001 0.008 1.000 -0.019 | -| p3770_p | -0.151 0.122 0.010 0.001 0.174 0.127 -0.001 -0.094 -0.005 0.336 0.203 0.021 -0.020 0.017 0.007 -0.046 0.092 -0.123 -0.097 0.068 0.004 -0.050 -0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15749555732314835}), (, {'error': 0.20573003436544868}), (, {'error': 0.018195860538578967}), (, {'error': 0.3790800440032172}), (, {'error': 0.15024702545657753}), (, {'error': 0.030174241233226873}), (, {'error': 0.01022554781068541}), (, {'error': 0.05894671960726128}), (, {'error': 0.022734445450932617}), (, {'error': 0.32770457755388893}), (, {'error': 0.026790152294688063}), (, {'error': 0.9937183815184802}), (, {'error': 0.06506888822774598}), (, {'error': 1.0612535043430968}), (, {'error': 0.12682519780048906}), (, {'error': 0.9427835737844215}), (, {'error': 0.03376949229421489}), (, {'error': 0.20684664416749232}), (, {'error': 0.05081316333765207}), (, {'error': 0.3269618183246443}), (, {'error': 0.35271501695335106}), (, {'error': 0.19110625401924822}), (, {'error': 0.03972039215420453}), (, {'error': 0.08472063927658535})]) -Toy 3/25 -Time taken: 14 min, 50 s -Projected time left: 1 h, 48 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1282 (1282 total) | -| EDM = 7.05E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297249.2252046306 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.24 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.17 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.674 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.1 | 1.4 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -0.13 | 0.34 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.497 | 0.021 | | | -2 | 2 | | -| 17| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.11 | 0.09 | | | -2 | 2 | | -| 19| p4415_p | -1.98 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.27 | 0.22 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.71 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.104 0.176 0.021 -0.244 -0.022 -0.549 -0.052 -0.002 -0.194 -0.021 -0.016 -0.002 -0.014 0.001 -0.040 0.024 0.080 0.139 -0.219 -0.000 0.172 0.339 -0.173 | -| Dbar_p | -0.104 1.000 -0.069 0.044 -0.058 -0.038 -0.000 0.150 0.001 -0.156 0.183 -0.004 0.027 -0.015 0.001 -0.017 0.033 -0.055 -0.064 -0.092 0.000 0.006 -0.325 0.304 | -| p4160_s | 0.176 -0.069 1.000 0.036 0.250 -0.052 -0.216 -0.025 0.004 -0.113 -0.025 -0.019 0.001 -0.019 0.001 -0.049 0.042 0.009 0.145 -0.241 0.000 0.293 0.281 -0.084 | -| rho_s | 0.021 0.044 0.036 1.000 -0.001 -0.001 -0.001 -0.118 0.004 0.079 -0.026 0.083 0.001 -0.349 0.093 -0.312 0.229 0.026 0.085 0.001 0.012 0.025 0.036 0.030 | -| p4040_p | -0.244 -0.058 0.250 -0.001 1.000 -0.216 0.316 -0.004 0.045 0.108 -0.103 -0.004 0.028 -0.001 -0.003 0.002 0.014 -0.042 -0.065 0.164 0.000 -0.007 -0.315 0.174 | -| psi2s_p | -0.022 -0.038 -0.052 -0.001 -0.216 1.000 -0.163 -0.013 0.031 -0.079 -0.025 -0.006 0.030 -0.001 -0.006 0.001 -0.008 -0.457 0.032 -0.091 0.000 0.013 0.213 0.023 | -| p4160_p | -0.549 -0.000 -0.216 -0.001 0.316 -0.163 1.000 -0.001 0.074 0.168 -0.067 -0.004 0.039 -0.000 -0.005 0.007 0.015 0.010 -0.066 0.284 0.000 -0.038 -0.388 0.208 | -| bplus_1 | -0.052 0.150 -0.025 -0.118 -0.004 -0.013 -0.001 1.000 0.019 0.441 0.022 0.012 0.003 0.044 -0.003 -0.005 -0.792 0.071 -0.407 -0.151 -0.001 0.061 -0.189 0.144 | -| DDstar_s | -0.002 0.001 0.004 0.004 0.045 0.031 0.074 0.019 1.000 0.062 0.081 0.001 -0.002 -0.001 0.001 0.000 0.002 0.044 -0.011 0.035 -0.000 -0.004 -0.011 0.043 | -| DDstar_p | -0.194 -0.156 -0.113 0.079 0.108 -0.079 0.168 0.441 0.062 1.000 0.041 0.010 0.005 -0.018 0.001 0.007 0.034 0.160 -0.338 -0.086 0.001 -0.083 -0.093 0.271 | -| jpsi_p | -0.021 0.183 -0.025 -0.026 -0.103 -0.025 -0.067 0.022 0.081 0.041 1.000 -0.018 0.059 0.007 -0.042 0.069 -0.061 -0.066 0.151 -0.021 0.002 -0.018 0.249 0.030 | -| phi_s | -0.016 -0.004 -0.019 0.083 -0.004 -0.006 -0.004 0.012 0.001 0.010 -0.018 1.000 0.000 -0.037 0.823 -0.121 -0.002 -0.010 -0.068 -0.016 -0.006 -0.006 -0.035 -0.001 | -| Dbar_s | -0.002 0.027 0.001 0.001 0.028 0.030 0.039 0.003 -0.002 0.005 0.059 0.000 1.000 -0.001 0.001 -0.001 0.001 0.035 0.001 0.016 -0.000 -0.001 -0.001 0.041 | -| omega_s | -0.014 -0.015 -0.019 -0.349 -0.001 -0.001 -0.000 0.044 -0.001 -0.018 0.007 -0.037 -0.001 1.000 -0.071 -0.161 -0.073 -0.011 -0.057 -0.007 -0.080 -0.011 -0.026 -0.008 | -| phi_p | 0.001 0.001 0.001 0.093 -0.003 -0.006 -0.005 -0.003 0.001 0.001 -0.042 0.823 0.001 -0.071 1.000 -0.118 0.014 -0.002 0.002 -0.003 -0.005 0.001 -0.007 -0.005 | -| rho_p | -0.040 -0.017 -0.049 -0.312 0.002 0.001 0.007 -0.005 0.000 0.007 0.069 -0.121 -0.001 -0.161 -0.118 1.000 -0.005 -0.013 -0.184 -0.031 -0.005 -0.020 -0.077 0.009 | -| bplus_0 | 0.024 0.033 0.042 0.229 0.014 -0.008 0.015 -0.792 0.002 0.034 -0.061 -0.002 0.001 -0.073 0.014 -0.005 1.000 0.048 0.058 0.011 0.001 0.025 0.006 0.038 | -| p3770_s | 0.080 -0.055 0.009 0.026 -0.042 -0.457 0.010 0.071 0.044 0.160 -0.066 -0.010 0.035 -0.011 -0.002 -0.013 0.048 1.000 -0.118 -0.017 0.000 -0.002 -0.184 -0.205 | -| bplus_2 | 0.139 -0.064 0.145 0.085 -0.065 0.032 -0.066 -0.407 -0.011 -0.338 0.151 -0.068 0.001 -0.057 0.002 -0.184 0.058 -0.118 1.000 0.212 -0.000 -0.012 0.675 -0.108 | -| p4415_p | -0.219 -0.092 -0.241 0.001 0.164 -0.091 0.284 -0.151 0.035 -0.086 -0.021 -0.016 0.016 -0.007 -0.003 -0.031 0.011 -0.017 0.212 1.000 0.000 -0.135 -0.061 0.041 | -| omega_p | -0.000 0.000 0.000 0.012 0.000 0.000 0.000 -0.001 -0.000 0.001 0.002 -0.006 -0.000 -0.080 -0.005 -0.005 0.001 0.000 -0.000 0.000 1.000 0.000 0.000 0.000 | -| p4415_s | 0.172 0.006 0.293 0.025 -0.007 0.013 -0.038 0.061 -0.004 -0.083 -0.018 -0.006 -0.001 -0.011 0.001 -0.020 0.025 -0.002 -0.012 -0.135 0.000 1.000 0.222 -0.075 | -| Ctt | 0.339 -0.325 0.281 0.036 -0.315 0.213 -0.388 -0.189 -0.011 -0.093 0.249 -0.035 -0.001 -0.026 -0.007 -0.077 0.006 -0.184 0.675 -0.061 0.000 0.222 1.000 -0.208 | -| p3770_p | -0.173 0.304 -0.084 0.030 0.174 0.023 0.208 0.144 0.043 0.271 0.030 -0.001 0.041 -0.008 -0.005 0.009 0.038 -0.205 -0.108 0.041 0.000 -0.075 -0.208 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17109651409232157}), (, {'error': 0.3258106226883202}), (, {'error': 0.16784025232270983}), (, {'error': 0.34172681910694375}), (, {'error': 0.1889385852148957}), (, {'error': 0.03183734788146175}), (, {'error': 0.094955002810857}), (, {'error': 0.04810101770164921}), (, {'error': 0.030143069270630485}), (, {'error': 0.39675256530759784}), (, {'error': 0.025514941759431586}), (, {'error': 1.3671862729778423}), (, {'error': 0.021330297486558014}), (, {'error': 0.8399671504447186}), (, {'error': 0.339972686400698}), (, {'error': 0.5240030756452123}), (, {'error': 0.021467598144606637}), (, {'error': 0.2253692489508019}), (, {'error': 0.09468970284299194}), (, {'error': 0.19729889603358863}), (, {'error': 0.07023625681749834}), (, {'error': 0.18901285640327548}), (, {'error': 0.21501595951882024}), (, {'error': 0.10415617841671754})]) -Toy 4/25 -Time taken: 20 min, 35 s -Projected time left: 1 h, 47 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1378 (1378 total) | -| EDM = 8.65E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297107.8156044246 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.71 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -4.7 | 1.1 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 4.03 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.19 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.86 | 0.05 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 0.5 | 1.5 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 22.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.29 | 0.10 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.85 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.449 | 0.023 | | | -2 | 2 | | -| 17| p3770_s | 2.96 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | 4.05 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -0.13 | 0.33 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.51 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.28 | 0.31 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.66 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.013 0.155 -0.031 -0.071 0.123 -0.141 0.122 -0.152 -0.190 0.124 -0.014 -0.108 0.001 0.006 0.011 0.023 0.189 -0.142 0.058 0.012 0.173 0.145 -0.059 | -| Dbar_p | 0.013 1.000 0.042 0.012 -0.178 -0.397 -0.621 -0.086 0.631 0.817 -0.790 0.027 -0.334 0.010 -0.036 -0.014 0.033 -0.092 0.017 -0.507 -0.019 -0.070 0.832 -0.753 | -| p4160_s | 0.155 0.042 1.000 -0.011 0.334 0.036 -0.012 0.062 -0.064 -0.087 0.030 -0.028 -0.081 -0.010 0.002 0.011 0.001 0.080 -0.153 -0.007 0.008 0.304 0.151 -0.040 | -| rho_s | -0.031 0.012 -0.011 1.000 -0.065 -0.071 -0.099 0.129 0.095 0.109 -0.079 -0.072 0.032 -0.399 0.028 -0.000 -0.287 -0.043 0.072 -0.102 -0.162 0.033 0.027 -0.021 | -| p4040_p | -0.071 -0.178 0.334 -0.065 1.000 0.087 0.424 0.159 -0.165 -0.335 0.313 0.011 0.096 0.019 0.013 0.010 0.081 0.057 -0.102 0.389 0.018 -0.005 -0.316 0.257 | -| psi2s_p | 0.123 -0.397 0.036 -0.071 0.087 1.000 0.407 0.195 -0.375 -0.585 0.540 0.007 0.154 0.018 0.025 0.013 0.083 -0.134 -0.155 0.414 0.023 0.044 -0.240 0.345 | -| p4160_p | -0.141 -0.621 -0.012 -0.099 0.424 0.407 1.000 0.252 -0.475 -0.782 0.744 0.015 0.225 0.028 0.034 0.017 0.116 0.191 -0.155 0.714 0.032 -0.017 -0.664 0.557 | -| bplus_1 | 0.122 -0.086 0.062 0.129 0.159 0.195 0.252 1.000 -0.253 -0.293 0.248 -0.067 -0.053 -0.048 0.008 -0.019 -0.732 0.082 -0.197 0.295 -0.024 -0.078 -0.060 0.039 | -| DDstar_s | -0.152 0.631 -0.064 0.095 -0.165 -0.375 -0.475 -0.253 1.000 0.698 -0.611 -0.011 -0.169 -0.025 -0.029 -0.017 -0.111 -0.081 0.199 -0.485 -0.030 -0.047 0.513 -0.398 | -| DDstar_p | -0.190 0.817 -0.087 0.109 -0.335 -0.585 -0.782 -0.293 0.698 1.000 -0.915 -0.015 -0.162 -0.030 -0.044 -0.020 -0.119 -0.240 0.177 -0.741 -0.038 -0.039 0.710 -0.614 | -| jpsi_p | 0.124 -0.790 0.030 -0.079 0.313 0.540 0.744 0.248 -0.611 -0.915 1.000 -0.007 0.282 0.015 0.035 0.017 0.049 0.250 -0.050 0.669 0.029 0.018 -0.760 0.609 | -| phi_s | -0.014 0.027 -0.028 -0.072 0.011 0.007 0.015 -0.067 -0.011 -0.015 -0.007 1.000 -0.022 0.037 0.444 -0.017 0.123 -0.008 0.094 0.004 0.007 -0.021 -0.014 -0.014 | -| Dbar_s | -0.108 -0.334 -0.081 0.032 0.096 0.154 0.225 -0.053 -0.169 -0.162 0.282 -0.022 1.000 -0.017 0.011 0.001 -0.075 0.119 0.108 0.114 -0.000 0.009 -0.281 0.387 | -| omega_s | 0.001 0.010 -0.010 -0.399 0.019 0.018 0.028 -0.048 -0.025 -0.030 0.015 0.037 -0.017 1.000 -0.028 0.086 0.103 0.007 0.032 0.023 0.461 -0.016 -0.015 -0.004 | -| phi_p | 0.006 -0.036 0.002 0.028 0.013 0.025 0.034 0.008 -0.029 -0.044 0.035 0.444 0.011 -0.028 1.000 -0.048 0.016 0.009 -0.004 0.032 -0.050 0.000 -0.028 0.029 | -| rho_p | 0.011 -0.014 0.011 -0.000 0.010 0.013 0.017 -0.019 -0.017 -0.020 0.017 -0.017 0.001 0.086 -0.048 1.000 0.032 0.010 -0.053 0.021 0.002 -0.000 -0.002 0.010 | -| bplus_0 | 0.023 0.033 0.001 -0.287 0.081 0.083 0.116 -0.732 -0.111 -0.119 0.049 0.123 -0.075 0.103 0.016 0.032 1.000 0.046 -0.192 0.117 0.056 -0.064 0.014 0.010 | -| p3770_s | 0.189 -0.092 0.080 -0.043 0.057 -0.134 0.191 0.082 -0.081 -0.240 0.250 -0.008 0.119 0.007 0.009 0.010 0.046 1.000 -0.037 0.213 0.013 0.024 -0.161 -0.050 | -| bplus_2 | -0.142 0.017 -0.153 0.072 -0.102 -0.155 -0.155 -0.197 0.199 0.177 -0.050 0.094 0.108 0.032 -0.004 -0.053 -0.192 -0.037 1.000 -0.272 -0.038 0.101 -0.313 -0.025 | -| p4415_p | 0.058 -0.507 -0.007 -0.102 0.389 0.414 0.714 0.295 -0.485 -0.741 0.669 0.004 0.114 0.023 0.032 0.021 0.117 0.213 -0.272 1.000 0.034 -0.070 -0.477 0.436 | -| omega_p | 0.012 -0.019 0.008 -0.162 0.018 0.023 0.032 -0.024 -0.030 -0.038 0.029 0.007 -0.000 0.461 -0.050 0.002 0.056 0.013 -0.038 0.034 1.000 -0.004 -0.015 0.015 | -| p4415_s | 0.173 -0.070 0.304 0.033 -0.005 0.044 -0.017 -0.078 -0.047 -0.039 0.018 -0.021 0.009 -0.016 0.000 -0.000 -0.064 0.024 0.101 -0.070 -0.004 1.000 0.071 0.004 | -| Ctt | 0.145 0.832 0.151 0.027 -0.316 -0.240 -0.664 -0.060 0.513 0.710 -0.760 -0.014 -0.281 -0.015 -0.028 -0.002 0.014 -0.161 -0.313 -0.477 -0.015 0.071 1.000 -0.658 | -| p3770_p | -0.059 -0.753 -0.040 -0.021 0.257 0.345 0.557 0.039 -0.398 -0.614 0.609 -0.014 0.387 -0.004 0.029 0.010 0.010 -0.050 -0.025 0.436 0.015 0.004 -0.658 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1798740682935145}), (, {'error': 1.1152564472721458}), (, {'error': 0.17040578697911757}), (, {'error': 0.35074860527869944}), (, {'error': 0.2765425345949746}), (, {'error': 0.0391143468462225}), (, {'error': 0.15727396290509166}), (, {'error': 0.04571902284255236}), (, {'error': 0.4819906102540641}), (, {'error': 1.4571566200621517}), (, {'error': 0.06105677408688237}), (, {'error': 0.9517990416696946}), (, {'error': 0.09976336069929923}), (, {'error': 0.9983933855382072}), (, {'error': 0.1346992848643329}), (, {'error': 0.0929062479492484}), (, {'error': 0.022717763983992834}), (, {'error': 0.23429083087679436}), (, {'error': 0.08132798641977024}), (, {'error': 0.2168267077976438}), (, {'error': 0.32968919880958003}), (, {'error': 0.18873148747098256}), (, {'error': 0.30557919621466406}), (, {'error': 0.155641059557448})]) -Toy 5/25 -Time taken: 26 min, 40 s -Projected time left: 1 h, 46 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1911 (1911 total) | -| EDM = 2.9E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297290.3924833747 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.77 | 0.19 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -3.2 | 0.9 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 0.4 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.80 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.16 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.49 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 5.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.9 | 1.5 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.21 | 0.34 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.473 | 0.020 | | | -2 | 2 | | -| 17| p3770_s | 2.28 | 0.30 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.13 | 0.09 | | | -2 | 2 | | -| 19| p4415_p | 4.03 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.08 | 0.20 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.56 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.295 -0.055 -0.003 -0.354 -0.128 -0.556 0.034 -0.118 -0.062 -0.291 -0.013 -0.082 0.004 -0.007 0.050 0.011 -0.119 0.128 -0.338 0.000 0.188 0.335 -0.316 | -| Dbar_p | -0.295 1.000 -0.115 -0.030 0.448 0.571 0.522 -0.041 0.266 0.615 0.712 0.006 0.355 0.011 0.015 -0.006 0.010 0.594 -0.165 0.253 -0.002 -0.096 0.065 0.640 | -| p4160_s | -0.055 -0.115 1.000 -0.015 0.253 -0.097 -0.129 0.024 -0.088 -0.080 -0.115 -0.024 0.034 0.010 -0.008 0.085 0.040 -0.035 0.146 -0.145 -0.000 0.341 0.223 -0.070 | -| rho_s | -0.003 -0.030 -0.015 1.000 -0.010 -0.008 0.006 -0.195 0.025 -0.064 0.007 0.011 -0.043 -0.559 0.058 -0.018 0.276 -0.006 -0.142 -0.019 0.001 0.017 -0.071 0.007 | -| p4040_p | -0.354 0.448 0.253 -0.010 1.000 0.196 0.466 0.020 0.023 0.001 0.475 -0.006 0.266 0.003 0.005 0.019 0.032 0.356 -0.124 0.341 -0.001 -0.020 -0.159 0.458 | -| psi2s_p | -0.128 0.571 -0.097 -0.008 0.196 1.000 0.336 0.023 0.064 0.184 0.508 -0.001 0.282 0.002 0.007 0.008 0.014 0.167 -0.100 0.171 -0.001 -0.038 0.215 0.428 | -| p4160_p | -0.556 0.522 -0.129 0.006 0.466 0.336 1.000 0.042 0.027 -0.109 0.643 0.005 0.217 -0.006 0.010 -0.017 0.023 0.456 -0.212 0.543 -0.001 -0.163 -0.315 0.555 | -| bplus_1 | 0.034 -0.041 0.024 -0.195 0.020 0.023 0.042 1.000 0.142 -0.249 0.097 0.013 -0.190 0.091 -0.006 -0.025 -0.850 0.044 -0.314 -0.021 -0.001 0.111 -0.184 0.041 | -| DDstar_s | -0.118 0.266 -0.088 0.025 0.023 0.064 0.027 0.142 1.000 0.237 0.045 0.001 0.168 -0.009 0.002 0.012 0.016 0.120 -0.114 -0.101 0.000 -0.018 0.049 0.184 | -| DDstar_p | -0.062 0.615 -0.080 -0.064 0.001 0.184 -0.109 -0.249 0.237 1.000 0.091 -0.007 0.237 0.026 -0.001 0.003 -0.006 0.128 0.124 -0.146 -0.001 0.010 0.243 0.167 | -| jpsi_p | -0.291 0.712 -0.115 0.007 0.475 0.508 0.643 0.097 0.045 0.091 1.000 -0.014 0.246 -0.008 -0.003 -0.008 0.038 0.589 -0.344 0.357 -0.001 -0.137 -0.248 0.559 | -| phi_s | -0.013 0.006 -0.024 0.011 -0.006 -0.001 0.005 0.013 0.001 -0.007 -0.014 1.000 0.007 -0.034 0.857 -0.015 -0.012 -0.005 -0.079 -0.012 -0.010 -0.005 -0.032 0.005 | -| Dbar_s | -0.082 0.355 0.034 -0.043 0.266 0.282 0.217 -0.190 0.168 0.237 0.246 0.007 1.000 0.016 0.006 -0.033 -0.022 0.290 0.012 0.188 -0.001 -0.064 0.300 0.097 | -| omega_s | 0.004 0.011 0.010 -0.559 0.003 0.002 -0.006 0.091 -0.009 0.026 -0.008 -0.034 0.016 1.000 -0.077 0.190 -0.121 0.001 0.073 0.008 -0.119 -0.005 0.034 -0.006 | -| phi_p | -0.007 0.015 -0.008 0.058 0.005 0.007 0.010 -0.006 0.002 -0.001 -0.003 0.857 0.006 -0.077 1.000 -0.027 0.011 0.007 -0.027 0.001 -0.009 -0.002 -0.007 0.011 | -| rho_p | 0.050 -0.006 0.085 -0.018 0.019 0.008 -0.017 -0.025 0.012 0.003 -0.008 -0.015 -0.033 0.190 -0.027 1.000 0.055 0.015 0.297 0.042 0.022 0.023 0.136 -0.011 | -| bplus_0 | 0.011 0.010 0.040 0.276 0.032 0.014 0.023 -0.850 0.016 -0.006 0.038 -0.012 -0.022 -0.121 0.011 0.055 1.000 0.045 0.031 0.024 0.001 0.019 -0.001 0.030 | -| p3770_s | -0.119 0.594 -0.035 -0.006 0.356 0.167 0.456 0.044 0.120 0.128 0.589 -0.005 0.290 0.001 0.007 0.015 0.045 1.000 -0.196 0.271 -0.001 -0.064 -0.101 0.319 | -| bplus_2 | 0.128 -0.165 0.146 -0.142 -0.124 -0.100 -0.212 -0.314 -0.114 0.124 -0.344 -0.079 0.012 0.073 -0.027 0.297 0.031 -0.196 1.000 0.031 -0.001 -0.049 0.664 -0.163 | -| p4415_p | -0.338 0.253 -0.145 -0.019 0.341 0.171 0.543 -0.021 -0.101 -0.146 0.357 -0.012 0.188 0.008 0.001 0.042 0.024 0.271 0.031 1.000 -0.001 -0.224 -0.109 0.317 | -| omega_p | 0.000 -0.002 -0.000 0.001 -0.001 -0.001 -0.001 -0.001 0.000 -0.001 -0.001 -0.010 -0.001 -0.119 -0.009 0.022 0.001 -0.001 -0.001 -0.001 1.000 0.000 -0.000 -0.001 | -| p4415_s | 0.188 -0.096 0.341 0.017 -0.020 -0.038 -0.163 0.111 -0.018 0.010 -0.137 -0.005 -0.064 -0.005 -0.002 0.023 0.019 -0.064 -0.049 -0.224 0.000 1.000 0.214 -0.125 | -| Ctt | 0.335 0.065 0.223 -0.071 -0.159 0.215 -0.315 -0.184 0.049 0.243 -0.248 -0.032 0.300 0.034 -0.007 0.136 -0.001 -0.101 0.664 -0.109 -0.000 0.214 1.000 -0.105 | -| p3770_p | -0.316 0.640 -0.070 0.007 0.458 0.428 0.555 0.041 0.184 0.167 0.559 0.005 0.097 -0.006 0.011 -0.011 0.030 0.319 -0.163 0.317 -0.001 -0.125 -0.105 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19079686388976336}), (, {'error': 0.9303091481077277}), (, {'error': 0.1684195532690842}), (, {'error': 0.31800048420802995}), (, {'error': 0.2799626499861685}), (, {'error': 0.04049187034445634}), (, {'error': 0.1465936670645327}), (, {'error': 0.04246609219565767}), (, {'error': 0.48907109083245115}), (, {'error': 0.5940798554651288}), (, {'error': 0.04512795164147221}), (, {'error': 1.5065662375637245}), (, {'error': 0.5588045667393831}), (, {'error': 0.979580174133297}), (, {'error': 0.3436619242252661}), (, {'error': 0.872752853236451}), (, {'error': 0.02000682493469852}), (, {'error': 0.29744602167426926}), (, {'error': 0.09136320826502631}), (, {'error': 0.181871361707433}), (, {'error': 0.13008550523881102}), (, {'error': 0.19393899938615522}), (, {'error': 0.19802036789768207}), (, {'error': 0.17358224154026392})]) -Toy 6/25 -Time taken: 34 min, 5 s -Projected time left: 1 h, 47 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1375 (1375 total) | -| EDM = 3.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297134.4888019066 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.91 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.15 | 0.18 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 3.77 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.900 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.625 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.9 | 1.5 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 13| omega_s | 6.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -6.3 | 1.4 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.408 | 0.031 | | | -2 | 2 | | -| 17| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.38 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | -2.15 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.65 | 0.20 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.89 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.051 0.059 0.002 -0.187 0.049 -0.529 0.017 -0.004 -0.129 0.011 -0.012 -0.005 -0.007 0.006 0.053 -0.033 0.096 -0.102 -0.197 0.000 0.163 0.366 -0.171 | -| Dbar_p | -0.051 1.000 -0.061 0.032 -0.086 0.013 0.013 -0.109 -0.001 -0.145 0.268 -0.012 0.023 -0.019 0.003 0.042 -0.023 -0.007 0.061 -0.081 0.000 0.036 -0.310 0.330 | -| p4160_s | 0.059 -0.061 1.000 -0.005 0.327 -0.041 -0.168 0.010 0.002 -0.082 -0.018 -0.017 -0.001 -0.007 0.007 0.077 -0.034 0.020 -0.142 -0.177 0.000 0.314 0.292 -0.075 | -| rho_s | 0.002 0.032 -0.005 1.000 0.002 0.012 -0.005 0.395 0.001 0.078 0.015 -0.079 -0.001 -0.544 -0.012 0.109 -0.455 -0.002 0.202 -0.016 0.009 0.016 -0.046 -0.002 | -| p4040_p | -0.187 -0.086 0.327 0.002 1.000 -0.228 0.106 0.066 0.028 -0.026 -0.104 -0.010 0.021 -0.005 -0.000 0.024 -0.044 -0.021 -0.018 0.102 0.000 0.049 -0.175 0.115 | -| psi2s_p | 0.049 0.013 -0.041 0.012 -0.228 1.000 -0.158 0.020 0.024 -0.079 -0.003 -0.009 0.028 -0.008 -0.004 0.010 -0.021 -0.476 -0.037 -0.085 0.000 0.033 0.221 0.041 | -| p4160_p | -0.529 0.013 -0.168 -0.005 0.106 -0.158 1.000 0.047 0.046 0.036 -0.051 -0.005 0.029 0.001 -0.003 0.002 -0.013 -0.010 -0.016 0.266 0.000 -0.037 -0.317 0.173 | -| bplus_1 | 0.017 -0.109 0.010 0.395 0.066 0.020 0.047 1.000 -0.011 -0.233 -0.080 -0.081 -0.003 -0.204 0.003 0.072 -0.929 -0.046 0.003 0.128 0.004 -0.080 0.086 -0.129 | -| DDstar_s | -0.004 -0.001 0.002 0.001 0.028 0.024 0.046 -0.011 1.000 0.041 0.057 0.000 -0.001 -0.001 0.000 0.000 0.003 0.031 0.008 0.022 -0.000 -0.003 -0.009 0.027 | -| DDstar_p | -0.129 -0.145 -0.082 0.078 -0.026 -0.079 0.036 -0.233 0.041 1.000 0.007 -0.011 0.006 -0.037 -0.002 0.023 -0.026 0.102 0.237 -0.128 0.001 -0.017 -0.044 0.165 | -| jpsi_p | 0.011 0.268 -0.018 0.015 -0.104 -0.003 -0.051 -0.080 0.057 0.007 1.000 -0.017 0.046 -0.008 -0.041 -0.083 0.101 -0.058 -0.156 -0.020 0.002 -0.004 0.217 0.065 | -| phi_s | -0.012 -0.012 -0.017 -0.079 -0.010 -0.009 -0.005 -0.081 0.000 -0.011 -0.017 1.000 0.000 0.042 0.824 0.121 0.088 -0.011 0.023 -0.015 -0.009 -0.006 -0.024 -0.000 | -| Dbar_s | -0.005 0.023 -0.001 -0.001 0.021 0.028 0.029 -0.003 -0.001 0.006 0.046 0.000 1.000 0.000 0.000 0.000 0.002 0.031 0.002 0.013 -0.000 -0.002 0.001 0.031 | -| omega_s | -0.007 -0.019 -0.007 -0.544 -0.005 -0.008 0.001 -0.204 -0.001 -0.037 -0.008 0.042 0.000 1.000 -0.012 0.037 0.232 -0.003 -0.072 0.000 -0.113 -0.010 0.005 0.002 | -| phi_p | 0.006 0.003 0.007 -0.012 -0.000 -0.004 -0.003 0.003 0.000 -0.002 -0.041 0.824 0.000 -0.012 1.000 0.144 -0.008 -0.001 -0.027 0.004 -0.007 0.002 0.007 -0.006 | -| rho_p | 0.053 0.042 0.077 0.109 0.024 0.010 0.002 0.072 0.000 0.023 -0.083 0.121 0.000 0.037 0.144 1.000 -0.104 0.027 -0.240 0.058 0.025 0.022 0.109 -0.015 | -| bplus_0 | -0.033 -0.023 -0.034 -0.455 -0.044 -0.021 -0.013 -0.929 0.003 -0.026 0.101 0.088 0.002 0.232 -0.008 -0.104 1.000 -0.007 -0.209 -0.044 -0.005 -0.010 0.021 0.058 | -| p3770_s | 0.096 -0.007 0.020 -0.002 -0.021 -0.476 -0.010 -0.046 0.031 0.102 -0.058 -0.011 0.031 -0.003 -0.001 0.027 -0.007 1.000 0.064 -0.012 0.000 0.013 -0.165 -0.175 | -| bplus_2 | -0.102 0.061 -0.142 0.202 -0.018 -0.037 -0.016 0.003 0.008 0.237 -0.156 0.023 0.002 -0.072 -0.027 -0.240 -0.209 0.064 1.000 -0.229 0.002 0.075 -0.664 0.065 | -| p4415_p | -0.197 -0.081 -0.177 -0.016 0.102 -0.085 0.266 0.128 0.022 -0.128 -0.020 -0.015 0.013 0.000 0.004 0.058 -0.044 -0.012 -0.229 1.000 0.000 -0.143 0.013 0.031 | -| omega_p | 0.000 0.000 0.000 0.009 0.000 0.000 0.000 0.004 -0.000 0.001 0.002 -0.009 -0.000 -0.113 -0.007 0.025 -0.005 0.000 0.002 0.000 1.000 0.000 -0.000 0.000 | -| p4415_s | 0.163 0.036 0.314 0.016 0.049 0.033 -0.037 -0.080 -0.003 -0.017 -0.004 -0.006 -0.002 -0.010 0.002 0.022 -0.010 0.013 0.075 -0.143 0.000 1.000 0.201 -0.065 | -| Ctt | 0.366 -0.310 0.292 -0.046 -0.175 0.221 -0.317 0.086 -0.009 -0.044 0.217 -0.024 0.001 0.005 0.007 0.109 0.021 -0.165 -0.664 0.013 -0.000 0.201 1.000 -0.227 | -| p3770_p | -0.171 0.330 -0.075 -0.002 0.115 0.041 0.173 -0.129 0.027 0.165 0.065 -0.000 0.031 0.002 -0.006 -0.015 0.058 -0.175 0.065 0.031 0.000 -0.065 -0.227 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17735895052763562}), (, {'error': 0.31862566050916596}), (, {'error': 0.17616988785715693}), (, {'error': 0.35132103018321625}), (, {'error': 0.19629574470243583}), (, {'error': 0.030963678394670957}), (, {'error': 0.09929137479805261}), (, {'error': 0.05822102903371795}), (, {'error': 0.026351372766552694}), (, {'error': 0.3178626244117986}), (, {'error': 0.02445151057893913}), (, {'error': 1.534173760683311}), (, {'error': 0.01990201221955379}), (, {'error': 1.0258958623733894}), (, {'error': 1.3986295643159465}), (, {'error': 0.4745874783504589}), (, {'error': 0.030810681541821205}), (, {'error': 0.2280021837916999}), (, {'error': 0.08217338070093971}), (, {'error': 0.1842012170364773}), (, {'error': 0.11641751988534654}), (, {'error': 0.19760581267398836}), (, {'error': 0.20283483074865305}), (, {'error': 0.10404047623306667})]) -Toy 7/25 -Time taken: 40 min, 21 s -Projected time left: 1 h, 43 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1383 (1383 total) | -| EDM = 0.000128 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297302.46968873776 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.005 | 0.022 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 0.6 | 1.5 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.01 | 0.15 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -6 | 13 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.97 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 8 | DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.21 | 0.15 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -5.61 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.452 | 0.019 | | | -2 | 2 | | -| 17| p3770_s | 2.0 | 0.3 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.31 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -0.11 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.64 | 0.28 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.69 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.029 0.020 -0.005 -0.119 0.017 0.034 -0.015 -0.007 0.003 0.026 0.001 -0.015 0.003 0.001 -0.001 -0.002 0.021 -0.008 -0.001 0.001 0.002 0.009 0.009 | -| Dbar_p | 0.029 1.000 0.065 -0.154 -0.117 0.779 0.724 -0.483 -0.176 0.226 0.749 0.042 -0.628 0.079 0.022 -0.015 -0.087 0.752 -0.110 -0.014 0.029 0.037 0.747 -0.051 | -| p4160_s | 0.020 0.065 1.000 0.009 -0.046 0.047 -0.064 -0.098 0.014 0.010 -0.062 -0.028 -0.173 -0.020 -0.003 0.018 0.039 0.053 0.262 -0.010 0.003 -0.015 0.296 -0.106 | -| rho_s | -0.005 -0.154 0.009 1.000 0.017 -0.110 -0.109 -0.089 0.006 -0.032 -0.087 -0.054 0.154 -0.377 -0.005 0.044 0.274 -0.104 0.030 0.001 -0.102 -0.006 -0.119 0.042 | -| p4040_p | -0.119 -0.117 -0.046 0.017 1.000 -0.075 -0.069 0.063 0.018 -0.014 -0.083 -0.002 0.085 -0.008 -0.002 0.001 0.007 -0.089 0.003 0.002 -0.003 -0.004 -0.085 0.000 | -| psi2s_p | 0.017 0.779 0.047 -0.110 -0.075 1.000 0.504 -0.372 -0.119 0.110 0.592 0.023 -0.480 0.052 0.014 -0.007 -0.055 0.391 -0.028 -0.011 0.021 0.025 0.674 0.012 | -| p4160_p | 0.034 0.724 -0.064 -0.109 -0.069 0.504 1.000 -0.361 -0.125 0.037 0.609 0.022 -0.396 0.054 0.012 -0.009 -0.046 0.580 -0.101 -0.015 0.021 0.035 0.399 0.081 | -| bplus_1 | -0.015 -0.483 -0.098 -0.089 0.063 -0.372 -0.361 1.000 -0.016 -0.117 -0.248 -0.017 0.524 0.018 -0.017 0.036 -0.710 -0.337 -0.149 0.006 0.020 -0.027 -0.516 0.146 | -| DDstar_s | -0.007 -0.176 0.014 0.006 0.018 -0.119 -0.125 -0.016 1.000 -0.026 -0.099 -0.009 0.181 -0.007 -0.004 0.004 0.010 -0.148 0.074 0.000 -0.001 -0.005 -0.146 -0.012 | -| DDstar_p | 0.003 0.226 0.010 -0.032 -0.014 0.110 0.037 -0.117 -0.026 1.000 0.033 0.006 -0.120 0.015 0.001 -0.002 -0.018 0.104 0.020 -0.002 0.005 0.003 0.189 -0.050 | -| jpsi_p | 0.026 0.749 -0.062 -0.087 -0.083 0.592 0.609 -0.248 -0.099 0.033 1.000 -0.000 -0.245 0.038 -0.000 -0.007 -0.014 0.634 -0.276 -0.007 0.015 0.025 0.335 0.102 | -| phi_s | 0.001 0.042 -0.028 -0.054 -0.002 0.023 0.022 -0.017 -0.009 0.006 -0.000 1.000 -0.045 0.020 0.683 -0.042 -0.027 0.019 -0.096 0.000 0.011 0.000 0.019 -0.008 | -| Dbar_s | -0.015 -0.628 -0.173 0.154 0.085 -0.480 -0.396 0.524 0.181 -0.120 -0.245 -0.045 1.000 -0.080 -0.012 0.019 0.107 -0.407 -0.043 0.013 -0.022 -0.030 -0.680 0.427 | -| omega_s | 0.003 0.079 -0.020 -0.377 -0.008 0.052 0.054 0.018 -0.007 0.015 0.038 0.020 -0.080 1.000 -0.028 0.124 -0.098 0.051 -0.069 -0.000 0.526 0.002 0.045 -0.021 | -| phi_p | 0.001 0.022 -0.003 -0.005 -0.002 0.014 0.012 -0.017 -0.004 0.001 -0.000 0.683 -0.012 -0.028 1.000 -0.072 -0.002 0.012 -0.016 -0.000 -0.024 0.000 0.020 0.002 | -| rho_p | -0.001 -0.015 0.018 0.044 0.001 -0.007 -0.009 0.036 0.004 -0.002 -0.007 -0.042 0.019 0.124 -0.072 1.000 -0.028 -0.008 0.069 -0.000 0.028 0.000 0.003 0.001 | -| bplus_0 | -0.002 -0.087 0.039 0.274 0.007 -0.055 -0.046 -0.710 0.010 -0.018 -0.014 -0.027 0.107 -0.098 -0.002 -0.028 1.000 -0.030 -0.021 0.000 -0.046 -0.002 -0.072 0.047 | -| p3770_s | 0.021 0.752 0.053 -0.104 -0.089 0.391 0.580 -0.337 -0.148 0.104 0.634 0.019 -0.407 0.051 0.012 -0.008 -0.030 1.000 -0.156 -0.010 0.021 0.028 0.434 -0.109 | -| bplus_2 | -0.008 -0.110 0.262 0.030 0.003 -0.028 -0.101 -0.149 0.074 0.020 -0.276 -0.096 -0.043 -0.069 -0.016 0.069 -0.021 -0.156 1.000 -0.004 0.011 0.012 0.420 -0.067 | -| p4415_p | -0.001 -0.014 -0.010 0.001 0.002 -0.011 -0.015 0.006 0.000 -0.002 -0.007 0.000 0.013 -0.000 -0.000 -0.000 0.000 -0.010 -0.004 1.000 -0.000 -0.020 -0.018 0.003 | -| omega_p | 0.001 0.029 0.003 -0.102 -0.003 0.021 0.021 0.020 -0.001 0.005 0.015 0.011 -0.022 0.526 -0.024 0.028 -0.046 0.021 0.011 -0.000 1.000 0.001 0.022 -0.007 | -| p4415_s | 0.002 0.037 -0.015 -0.006 -0.004 0.025 0.035 -0.027 -0.005 0.003 0.025 0.000 -0.030 0.002 0.000 0.000 -0.002 0.028 0.012 -0.020 0.001 1.000 0.029 -0.002 | -| Ctt | 0.009 0.747 0.296 -0.119 -0.085 0.674 0.399 -0.516 -0.146 0.189 0.335 0.019 -0.680 0.045 0.020 0.003 -0.072 0.434 0.420 -0.018 0.022 0.029 1.000 -0.192 | -| p3770_p | 0.009 -0.051 -0.106 0.042 0.000 0.012 0.081 0.146 -0.012 -0.050 0.102 -0.008 0.427 -0.021 0.002 0.001 0.047 -0.109 -0.067 0.003 -0.007 -0.002 -0.192 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.021593528527137886}), (, {'error': 1.5166481793308195}), (, {'error': 0.14773783882541702}), (, {'error': 0.34130191953313027}), (, {'error': 12.54871605802994}), (, {'error': 0.049229522339416576}), (, {'error': 0.13611253855648275}), (, {'error': 0.04141944752316873}), (, {'error': 0.08908935986014443}), (, {'error': 0.5604036773206484}), (, {'error': 0.04177757252322989}), (, {'error': 1.102512706975224}), (, {'error': 0.1498348806797781}), (, {'error': 0.9721287428196455}), (, {'error': 0.2175815015636049}), (, {'error': 0.17477665722595281}), (, {'error': 0.01909031123278182}), (, {'error': 0.34826250784730095}), (, {'error': 0.07622440363781113}), (, {'error': 0.2073647474090876}), (, {'error': 0.26923199214999505}), (, {'error': 0.033757028723919336}), (, {'error': 0.28036537966870356}), (, {'error': 0.1615307852594654})]) -Toy 8/25 -Time taken: 46 min, 44 s -Projected time left: 1 h, 39 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1857 (1857 total) | -| EDM = 3.48E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297360.85735137196 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.02 | 0.22 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 5.87 | 0.26 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 0.93 | 0.32 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.71 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.84 | 0.03 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 2.96 | 0.28 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.73 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 13| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -0.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -1.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.448 | 0.017 | | | -2 | 2 | | -| 17| p3770_s | 3.36 | 0.29 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.39 | 0.16 | | | -2 | 2 | | -| 19| p4415_p | -1.36 | 0.27 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.71 | 0.20 | | |0.126447 | 2.35355 | | -| 22| Ctt | -1.4 | 0.6 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.99 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.148 -0.036 -0.111 -0.586 0.136 0.004 -0.211 0.017 -0.042 0.294 -0.053 0.041 -0.009 0.005 0.188 -0.040 -0.412 0.653 -0.181 0.033 0.372 0.744 -0.389 | -| Dbar_p | -0.148 1.000 0.010 0.010 0.141 0.109 0.001 0.164 -0.001 -0.093 0.271 -0.001 0.001 -0.003 0.010 0.030 0.047 0.219 -0.119 -0.040 0.012 -0.055 -0.167 0.428 | -| p4160_s | -0.036 0.010 1.000 0.004 0.023 -0.006 -0.002 0.011 -0.000 0.014 -0.008 0.002 -0.001 0.000 0.000 -0.007 0.003 0.026 -0.030 0.010 -0.001 -0.012 -0.036 0.024 | -| rho_s | -0.111 0.010 0.004 1.000 0.067 -0.024 0.001 -0.134 -0.006 0.003 -0.011 -0.060 -0.010 -0.062 -0.066 -0.074 0.214 0.078 -0.216 -0.040 0.344 -0.074 -0.149 0.067 | -| p4040_p | -0.586 0.141 0.023 0.067 1.000 -0.235 -0.003 0.224 0.001 0.234 -0.193 0.031 -0.016 0.006 0.003 -0.100 0.059 0.457 -0.527 0.087 -0.017 -0.226 -0.629 0.412 | -| psi2s_p | 0.136 0.109 -0.006 -0.024 -0.235 1.000 0.002 0.021 0.017 0.196 0.193 -0.018 0.034 0.000 0.001 0.063 -0.014 -0.410 0.150 -0.084 0.011 0.075 0.215 0.088 | -| p4160_p | 0.004 0.001 -0.002 0.001 -0.003 0.002 1.000 -0.000 -0.000 -0.002 -0.001 0.000 -0.000 0.000 -0.000 -0.001 -0.000 0.001 -0.002 0.004 -0.000 -0.003 -0.002 -0.000 | -| bplus_1 | -0.211 0.164 0.011 -0.134 0.224 0.021 -0.000 1.000 -0.031 0.078 -0.110 0.048 -0.035 0.002 0.011 -0.161 -0.835 0.257 -0.359 -0.091 -0.068 -0.087 -0.364 0.167 | -| DDstar_s | 0.017 -0.001 -0.000 -0.006 0.001 0.017 -0.000 -0.031 1.000 0.008 0.018 -0.001 0.000 -0.000 0.000 0.002 -0.000 -0.008 0.024 0.012 0.000 0.015 0.018 -0.011 | -| DDstar_p | -0.042 -0.093 0.014 0.003 0.234 0.196 -0.002 0.078 0.008 1.000 0.383 -0.003 -0.004 -0.002 0.006 0.026 0.017 0.184 -0.003 0.100 0.010 0.014 0.007 0.202 | -| jpsi_p | 0.294 0.271 -0.008 -0.011 -0.193 0.193 -0.001 -0.110 0.018 0.383 1.000 -0.038 0.043 0.012 -0.025 0.052 -0.076 -0.195 0.455 0.038 0.004 0.212 0.493 0.014 | -| phi_s | -0.053 -0.001 0.002 -0.060 0.031 -0.018 0.000 0.048 -0.001 -0.003 -0.038 1.000 -0.004 -0.008 0.673 0.106 -0.019 0.033 -0.082 -0.013 0.011 -0.038 -0.071 0.022 | -| Dbar_s | 0.041 0.001 -0.001 -0.010 -0.016 0.034 -0.000 -0.035 0.000 -0.004 0.043 -0.004 1.000 -0.001 0.000 0.011 -0.003 -0.020 0.056 0.010 0.002 0.031 0.064 -0.018 | -| omega_s | -0.009 -0.003 0.000 -0.062 0.006 0.000 0.000 0.002 -0.000 -0.002 0.012 -0.008 -0.001 1.000 0.027 -0.092 -0.001 0.006 -0.016 -0.002 -0.792 -0.006 -0.011 0.005 | -| phi_p | 0.005 0.010 0.000 -0.066 0.003 0.001 -0.000 0.011 0.000 0.006 -0.025 0.673 0.000 0.027 1.000 0.128 0.000 0.003 0.018 0.008 0.005 0.005 0.002 -0.002 | -| rho_p | 0.188 0.030 -0.007 -0.074 -0.100 0.063 -0.001 -0.161 0.002 0.026 0.052 0.106 0.011 -0.092 0.128 1.000 0.123 -0.108 0.302 0.048 0.249 0.141 0.235 -0.083 | -| bplus_0 | -0.040 0.047 0.003 0.214 0.059 -0.014 -0.000 -0.835 -0.000 0.017 -0.076 -0.019 -0.003 -0.001 0.000 0.123 1.000 0.078 -0.110 0.015 0.070 -0.018 -0.073 0.053 | -| p3770_s | -0.412 0.219 0.026 0.078 0.457 -0.410 0.001 0.257 -0.008 0.184 -0.195 0.033 -0.020 0.006 0.003 -0.108 0.078 1.000 -0.582 0.041 -0.017 -0.288 -0.660 0.207 | -| bplus_2 | 0.653 -0.119 -0.030 -0.216 -0.527 0.150 -0.002 -0.359 0.024 -0.003 0.455 -0.082 0.056 -0.016 0.018 0.302 -0.110 -0.582 1.000 0.094 0.048 0.419 0.942 -0.359 | -| p4415_p | -0.181 -0.040 0.010 -0.040 0.087 -0.084 0.004 -0.091 0.012 0.100 0.038 -0.013 0.010 -0.002 0.008 0.048 0.015 0.041 0.094 1.000 0.007 -0.036 -0.030 0.087 | -| omega_p | 0.033 0.012 -0.001 0.344 -0.017 0.011 -0.000 -0.068 0.000 0.010 0.004 0.011 0.002 -0.792 0.005 0.249 0.070 -0.017 0.048 0.007 1.000 0.026 0.041 -0.012 | -| p4415_s | 0.372 -0.055 -0.012 -0.074 -0.226 0.075 -0.003 -0.087 0.015 0.014 0.212 -0.038 0.031 -0.006 0.005 0.141 -0.018 -0.288 0.419 -0.036 0.026 1.000 0.494 -0.207 | -| Ctt | 0.744 -0.167 -0.036 -0.149 -0.629 0.215 -0.002 -0.364 0.018 0.007 0.493 -0.071 0.064 -0.011 0.002 0.235 -0.073 -0.660 0.942 -0.030 0.041 0.494 1.000 -0.411 | -| p3770_p | -0.389 0.428 0.024 0.067 0.412 0.088 -0.000 0.167 -0.011 0.202 0.014 0.022 -0.018 0.005 -0.002 -0.083 0.053 0.207 -0.359 0.087 -0.012 -0.207 -0.411 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21880592531997733}), (, {'error': 0.2636437309644295}), (, {'error': 0.014196985195751466}), (, {'error': 0.3156048223785938}), (, {'error': 0.2005926782507661}), (, {'error': 0.03323116938171555}), (, {'error': 0.00932911173400397}), (, {'error': 0.0349606895474297}), (, {'error': 0.012985139121338474}), (, {'error': 0.2756128834623013}), (, {'error': 0.03602764030348293}), (, {'error': 1.0994343153403188}), (, {'error': 0.016364796497154055}), (, {'error': 4.839025181355357}), (, {'error': 0.253053122341786}), (, {'error': 0.4633900113693925}), (, {'error': 0.0174890333663531}), (, {'error': 0.2939119807741917}), (, {'error': 0.15617762169688498}), (, {'error': 0.27313235308687434}), (, {'error': 0.32150716545509006}), (, {'error': 0.19898644291440587}), (, {'error': 0.6197318553906965}), (, {'error': 0.1137744174758728})]) -Toy 9/25 -Time taken: 54 min, 11 s -Projected time left: 1 h, 36 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1245 (1245 total) | -| EDM = 4.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297068.57655321807 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.005 | 0.044 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 2.13 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.23 | 0.16 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.899 | 0.030 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.85 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.83 | 0.04 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 1.72 | 0.30 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.654 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16 | 6 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.2 | 1.6 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.11 | 1.98 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.442 | 0.022 | | | -2 | 2 | | -| 17| p3770_s | 3.45 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.35 | 0.09 | | | -2 | 2 | | -| 19| p4415_p | -1.87 | 0.24 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.3 | 1.7 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.85 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -1.09 | 0.20 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.62 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.003 0.025 0.000 -0.477 -0.018 0.031 0.000 0.003 0.008 -0.006 -0.002 0.002 -0.001 -0.002 -0.002 -0.001 -0.006 0.009 0.014 -0.001 -0.003 -0.037 0.020 | -| Dbar_p | 0.003 1.000 -0.048 0.048 0.002 0.005 0.030 -0.093 -0.001 -0.168 0.287 -0.009 0.024 -0.017 -0.006 0.025 -0.088 0.009 0.067 -0.083 -0.005 0.015 -0.308 0.385 | -| p4160_s | 0.025 -0.048 1.000 0.004 -0.021 -0.008 -0.143 -0.001 0.001 -0.071 0.008 0.005 -0.001 0.009 0.009 0.065 -0.021 0.016 -0.189 -0.225 0.011 0.302 0.354 -0.099 | -| rho_s | 0.000 0.048 0.004 1.000 0.000 0.011 -0.003 0.215 0.002 0.105 0.023 0.002 -0.001 -0.298 0.009 0.107 -0.298 0.012 0.102 -0.025 -0.055 0.020 -0.032 0.027 | -| p4040_p | -0.477 0.002 -0.021 0.000 1.000 0.015 -0.005 -0.002 -0.002 0.000 0.006 0.001 -0.002 0.001 0.001 -0.000 0.002 0.002 -0.002 -0.004 0.001 -0.003 0.017 -0.009 | -| psi2s_p | -0.018 0.005 -0.008 0.011 0.015 1.000 -0.159 0.030 0.031 -0.083 -0.024 -0.042 0.036 -0.024 -0.041 -0.013 -0.031 -0.457 -0.018 -0.080 -0.026 0.032 0.159 0.004 | -| p4160_p | 0.031 0.030 -0.143 -0.003 -0.005 -0.159 1.000 0.037 0.051 0.017 -0.040 -0.026 0.034 -0.010 -0.026 0.000 -0.016 0.030 0.002 0.191 -0.013 0.033 -0.276 0.150 | -| bplus_1 | 0.000 -0.093 -0.001 0.215 -0.002 0.030 0.037 1.000 -0.008 -0.202 -0.017 -0.093 -0.002 -0.138 -0.085 -0.080 -0.859 -0.041 -0.068 0.106 -0.087 -0.047 0.098 -0.110 | -| DDstar_s | 0.003 -0.001 0.001 0.002 -0.002 0.031 0.051 -0.008 1.000 0.042 0.057 0.002 -0.002 0.001 0.002 0.001 -0.001 0.029 0.005 0.018 0.001 -0.003 -0.005 0.031 | -| DDstar_p | 0.008 -0.168 -0.071 0.105 0.000 -0.083 0.017 -0.202 0.042 1.000 0.059 -0.052 0.008 -0.066 -0.049 -0.023 -0.163 0.101 0.221 -0.112 -0.045 -0.048 0.012 0.170 | -| jpsi_p | -0.006 0.287 0.008 0.023 0.006 -0.024 -0.040 -0.017 0.057 0.059 1.000 -0.225 0.048 -0.138 -0.227 -0.176 0.025 -0.041 -0.128 -0.014 -0.153 0.005 0.214 0.098 | -| phi_s | -0.002 -0.009 0.005 0.002 0.001 -0.042 -0.026 -0.093 0.002 -0.052 -0.225 1.000 0.004 0.447 0.995 0.506 0.098 -0.026 -0.076 0.006 0.555 -0.004 0.002 -0.045 | -| Dbar_s | 0.002 0.024 -0.001 -0.001 -0.002 0.036 0.034 -0.002 -0.002 0.008 0.048 0.004 1.000 0.002 0.004 0.002 0.002 0.031 -0.000 0.011 0.003 -0.002 0.010 0.037 | -| omega_s | -0.001 -0.017 0.009 -0.298 0.001 -0.024 -0.010 -0.138 0.001 -0.066 -0.138 0.447 0.002 1.000 0.440 0.286 0.165 -0.014 -0.109 0.019 0.823 -0.007 0.019 -0.035 | -| phi_p | -0.002 -0.006 0.009 0.009 0.001 -0.041 -0.026 -0.085 0.002 -0.049 -0.227 0.995 0.004 0.440 1.000 0.504 0.088 -0.024 -0.085 0.008 0.552 -0.002 0.006 -0.045 | -| rho_p | -0.002 0.025 0.065 0.107 -0.000 -0.013 0.000 -0.080 0.001 -0.023 -0.176 0.506 0.002 0.286 0.504 1.000 0.068 0.005 -0.264 0.054 0.199 0.017 0.089 -0.030 | -| bplus_0 | -0.001 -0.088 -0.021 -0.298 0.002 -0.031 -0.016 -0.859 -0.001 -0.163 0.025 0.098 0.002 0.165 0.088 0.068 1.000 -0.040 -0.232 0.019 0.097 -0.038 0.079 -0.028 | -| p3770_s | -0.006 0.009 0.016 0.012 0.002 -0.457 0.030 -0.041 0.029 0.101 -0.041 -0.026 0.031 -0.014 -0.024 0.005 -0.040 1.000 0.096 -0.004 -0.014 -0.006 -0.220 -0.205 | -| bplus_2 | 0.009 0.067 -0.189 0.102 -0.002 -0.018 0.002 -0.068 0.005 0.221 -0.128 -0.076 -0.000 -0.109 -0.085 -0.264 -0.232 0.096 1.000 -0.245 -0.090 0.004 -0.706 0.103 | -| p4415_p | 0.014 -0.083 -0.225 -0.025 -0.004 -0.080 0.191 0.106 0.018 -0.112 -0.014 0.006 0.011 0.019 0.008 0.054 0.019 -0.004 -0.245 1.000 0.014 -0.110 0.036 0.008 | -| omega_p | -0.001 -0.005 0.011 -0.055 0.001 -0.026 -0.013 -0.087 0.001 -0.045 -0.153 0.555 0.003 0.823 0.552 0.199 0.097 -0.014 -0.090 0.014 1.000 -0.003 0.014 -0.032 | -| p4415_s | -0.003 0.015 0.302 0.020 -0.003 0.032 0.033 -0.047 -0.003 -0.048 0.005 -0.004 -0.002 -0.007 -0.002 0.017 -0.038 -0.006 0.004 -0.110 -0.003 1.000 0.226 -0.069 | -| Ctt | -0.037 -0.308 0.354 -0.032 0.017 0.159 -0.276 0.098 -0.005 0.012 0.214 0.002 0.010 0.019 0.006 0.089 0.079 -0.220 -0.706 0.036 0.014 0.226 1.000 -0.226 | -| p3770_p | 0.020 0.385 -0.099 0.027 -0.009 0.004 0.150 -0.110 0.031 0.170 0.098 -0.045 0.037 -0.035 -0.045 -0.030 -0.028 -0.205 0.103 0.008 -0.032 -0.069 -0.226 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04388022024701775}), (, {'error': 0.305833150507258}), (, {'error': 0.1559794621247712}), (, {'error': 0.3286554167904466}), (, {'error': 8.222716370486783}), (, {'error': 0.02989388327805198}), (, {'error': 0.0840902650770543}), (, {'error': 0.04218562427373573}), (, {'error': 0.024038752287233595}), (, {'error': 0.3020751178557255}), (, {'error': 0.025451860793313408}), (, {'error': 5.710353982542267}), (, {'error': 0.02013715709044689}), (, {'error': 1.6456393472329705}), (, {'error': 1.9767885265991505}), (, {'error': 0.39833703959554256}), (, {'error': 0.022280791136405576}), (, {'error': 0.22964795819764117}), (, {'error': 0.08669424468385634}), (, {'error': 0.24002925340058967}), (, {'error': 1.6580144544180002}), (, {'error': 0.18956389463821305}), (, {'error': 0.1962816381707545}), (, {'error': 0.0947897188786353})]) -Toy 10/25 -Time taken: 1 h, 13 s -Projected time left: 1 h, 30 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1237 (1237 total) | -| EDM = 0.00149 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297105.9418278555 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.57 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -3.95 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.13 | 0.31 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 4.32 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 2.123 | 0.026 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.96 | 0.07 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 1.64 | 0.24 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.731 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -0.58 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 17| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.15 | 0.10 | | | -2 | 2 | | -| 19| p4415_p | 4.14 | 0.14 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.24 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.48 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | 0.15 | 0.17 | | | -1.5 | 1.5 | | -| 23| p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.080 0.161 -0.008 -0.184 -0.054 -0.501 0.038 0.002 -0.129 -0.046 -0.027 0.001 -0.005 0.009 0.064 -0.063 -0.002 -0.090 -0.181 0.001 0.193 0.298 -0.000 | -| Dbar_p | -0.080 1.000 -0.038 0.024 -0.010 0.113 0.071 -0.039 0.003 -0.026 0.267 -0.010 0.007 -0.013 0.008 0.026 -0.052 0.004 0.058 -0.011 -0.002 0.023 -0.188 -0.003 | -| p4160_s | 0.161 -0.038 1.000 -0.016 0.288 -0.066 -0.126 0.012 0.002 -0.053 -0.032 -0.031 0.000 -0.003 0.009 0.072 -0.049 -0.001 -0.113 -0.170 0.001 0.310 0.249 0.001 | -| rho_s | -0.008 0.024 -0.016 1.000 -0.012 0.017 -0.018 0.285 0.000 0.085 0.039 -0.025 -0.001 -0.356 -0.003 0.047 -0.317 -0.000 0.184 -0.037 0.024 0.025 -0.066 -0.000 | -| p4040_p | -0.184 -0.010 0.288 -0.012 1.000 -0.199 0.286 0.018 0.007 0.041 -0.049 -0.005 0.006 0.003 0.000 0.008 0.006 0.003 -0.024 0.176 0.001 -0.011 -0.293 -0.001 | -| psi2s_p | -0.054 0.113 -0.066 0.017 -0.199 1.000 -0.123 0.012 0.019 -0.035 -0.050 -0.011 0.017 -0.012 0.002 0.017 -0.048 0.005 0.045 -0.093 -0.004 0.025 0.084 0.007 | -| p4160_p | -0.501 0.071 -0.126 -0.018 0.286 -0.123 1.000 0.015 0.018 0.057 -0.013 -0.005 0.010 0.005 -0.001 0.007 0.021 0.003 -0.058 0.285 0.001 -0.035 -0.327 -0.002 | -| bplus_1 | 0.038 -0.039 0.012 0.285 0.018 0.012 0.015 1.000 -0.002 -0.079 -0.047 -0.069 -0.001 -0.132 0.035 0.084 -0.951 -0.001 -0.084 0.061 -0.035 -0.036 0.065 0.000 | -| DDstar_s | 0.002 0.003 0.002 0.000 0.007 0.019 0.018 -0.002 1.000 0.015 0.026 0.000 -0.000 0.000 0.000 -0.000 0.001 0.000 -0.000 0.013 0.000 -0.000 -0.000 -0.000 | -| DDstar_p | -0.129 -0.026 -0.053 0.085 0.041 -0.035 0.057 -0.079 0.015 1.000 0.017 -0.007 0.004 -0.036 0.008 0.020 -0.136 0.003 0.243 -0.085 -0.011 0.002 -0.102 -0.002 | -| jpsi_p | -0.046 0.267 -0.032 0.039 -0.049 -0.050 -0.013 -0.047 0.026 0.017 1.000 0.021 0.014 -0.020 -0.024 -0.089 0.078 0.001 -0.107 -0.002 -0.015 -0.027 0.223 0.001 | -| phi_s | -0.027 -0.010 -0.031 -0.025 -0.005 -0.011 -0.005 -0.069 0.000 -0.007 0.021 1.000 0.000 0.036 0.435 0.079 0.069 0.000 0.093 -0.025 0.012 -0.008 -0.050 0.000 | -| Dbar_s | 0.001 0.007 0.000 -0.001 0.006 0.017 0.010 -0.001 -0.000 0.004 0.014 0.000 1.000 0.000 -0.000 -0.001 0.003 0.000 -0.002 0.007 0.000 -0.001 0.009 -0.000 | -| omega_s | -0.005 -0.013 -0.003 -0.356 0.003 -0.012 0.005 -0.132 0.000 -0.036 -0.020 0.036 0.000 1.000 -0.028 -0.046 0.143 0.000 -0.045 0.007 0.704 -0.012 0.007 0.000 | -| phi_p | 0.009 0.008 0.009 -0.003 0.000 0.002 -0.001 0.035 0.000 0.008 -0.024 0.435 -0.000 -0.028 1.000 0.106 -0.042 -0.000 -0.024 0.005 -0.015 0.005 0.005 0.000 | -| rho_p | 0.064 0.026 0.072 0.047 0.008 0.017 0.007 0.084 -0.000 0.020 -0.089 0.079 -0.001 -0.046 0.106 1.000 -0.103 -0.000 -0.254 0.058 -0.080 0.018 0.109 0.000 | -| bplus_0 | -0.063 -0.052 -0.049 -0.317 0.006 -0.048 0.021 -0.951 0.001 -0.136 0.078 0.069 0.003 0.143 -0.042 -0.103 1.000 0.001 -0.098 -0.005 0.037 -0.057 0.014 0.000 | -| p3770_s | -0.002 0.004 -0.001 -0.000 0.003 0.005 0.003 -0.001 0.000 0.003 0.001 0.000 0.000 0.000 -0.000 -0.000 0.001 1.000 -0.000 0.001 -0.000 -0.001 -0.001 -0.001 | -| bplus_2 | -0.090 0.058 -0.113 0.184 -0.024 0.045 -0.058 -0.084 -0.000 0.243 -0.107 0.093 -0.002 -0.045 -0.024 -0.254 -0.098 -0.000 1.000 -0.228 -0.021 0.116 -0.653 -0.003 | -| p4415_p | -0.181 -0.011 -0.170 -0.037 0.176 -0.093 0.285 0.061 0.013 -0.085 -0.002 -0.025 0.007 0.007 0.005 0.058 -0.005 0.001 -0.228 1.000 0.003 -0.135 -0.032 -0.001 | -| omega_p | 0.001 -0.002 0.001 0.024 0.001 -0.004 0.001 -0.035 0.000 -0.011 -0.015 0.012 0.000 0.704 -0.015 -0.080 0.037 -0.000 -0.021 0.003 1.000 -0.003 0.004 0.000 | -| p4415_s | 0.193 0.023 0.310 0.025 -0.011 0.025 -0.035 -0.036 -0.000 0.002 -0.027 -0.008 -0.001 -0.012 0.005 0.018 -0.057 -0.001 0.116 -0.135 -0.003 1.000 0.195 0.001 | -| Ctt | 0.298 -0.188 0.249 -0.066 -0.293 0.084 -0.327 0.065 -0.000 -0.102 0.223 -0.050 0.009 0.007 0.005 0.109 0.014 -0.001 -0.653 -0.032 0.004 0.195 1.000 0.007 | -| p3770_p | -0.000 -0.003 0.001 -0.000 -0.001 0.007 -0.002 0.000 -0.000 -0.002 0.001 0.000 -0.000 0.000 0.000 0.000 0.000 -0.001 -0.003 -0.001 0.000 0.001 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16896808976714628}), (, {'error': 0.20827841974949024}), (, {'error': 0.16951098544564047}), (, {'error': 0.3090654977805989}), (, {'error': 0.3128660222626731}), (, {'error': 0.025699441249211752}), (, {'error': 0.09585359051871967}), (, {'error': 0.07322899251229464}), (, {'error': 0.010848268313856685}), (, {'error': 0.2392416307307581}), (, {'error': 0.023740921811012505}), (, {'error': 0.956995396620056}), (, {'error': 0.006709691671873769}), (, {'error': 1.3906709999105358}), (, {'error': 0.1678330676416384}), (, {'error': 0.3470316655566297}), (, {'error': 0.0388311643951047}), (, {'error': 0.009892255931842675}), (, {'error': 0.09542774329104797}), (, {'error': 0.14414997300811017}), (, {'error': 0.3047667990251588}), (, {'error': 0.19137220935295884}), (, {'error': 0.1674253775548834}), (, {'error': 0.012262840557153432})]) -Toy 11/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 24 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1283 (1283 total) | -| EDM = 7.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297344.0145104267 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.21 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -5.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 2.99 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.84 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.68 | 0.05 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 3.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.539 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 5.86 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.33 | 0.30 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.394 | 0.031 | | | -2 | 2 | | -| 17| p3770_s | 3.37 | 0.25 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.49 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.50 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -1.31 | 0.24 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.40 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.180 -0.011 0.019 -0.263 0.062 0.010 -0.093 0.014 -0.109 -0.250 -0.025 0.005 -0.002 0.003 0.053 0.031 -0.077 -0.209 -0.200 -0.000 0.120 0.312 -0.226 | -| Dbar_p | -0.180 1.000 0.007 -0.037 0.363 0.414 -0.006 0.140 -0.018 -0.252 0.292 0.010 0.078 0.017 0.002 -0.005 -0.011 0.409 -0.028 0.154 -0.007 -0.004 0.514 0.108 | -| p4160_s | -0.011 0.007 1.000 -0.001 -0.001 0.002 -0.002 0.004 -0.001 0.010 0.012 0.000 -0.001 0.000 -0.000 -0.001 -0.000 0.006 0.003 0.010 -0.000 -0.000 -0.007 0.007 | -| rho_s | 0.019 -0.037 -0.001 1.000 0.001 -0.010 -0.001 0.392 -0.008 -0.035 0.026 -0.027 -0.013 -0.471 0.045 0.096 -0.436 -0.025 0.118 0.010 0.162 0.019 -0.011 -0.051 | -| p4040_p | -0.263 0.363 -0.001 0.001 1.000 0.099 -0.007 0.177 -0.003 0.297 0.313 -0.019 0.024 0.004 0.009 0.035 -0.078 0.274 -0.041 0.117 -0.004 0.110 0.121 0.164 | -| psi2s_p | 0.062 0.414 0.002 -0.010 0.099 1.000 -0.002 0.116 -0.006 0.126 0.212 -0.011 0.019 0.006 0.004 0.024 -0.025 -0.186 -0.122 0.059 -0.004 0.060 0.419 0.112 | -| p4160_p | 0.010 -0.006 -0.002 -0.001 -0.007 -0.002 1.000 -0.004 -0.000 -0.006 -0.005 0.001 -0.001 0.000 -0.000 -0.001 0.002 -0.004 0.002 0.001 0.000 -0.005 -0.004 -0.002 | -| bplus_1 | -0.093 0.140 0.004 0.392 0.177 0.116 -0.004 1.000 0.026 0.168 0.226 -0.112 0.024 -0.231 0.031 -0.146 -0.954 0.068 0.195 0.163 0.067 -0.050 0.084 -0.020 | -| DDstar_s | 0.014 -0.018 -0.001 -0.008 -0.003 -0.006 -0.000 0.026 1.000 0.024 -0.018 0.003 -0.007 0.004 -0.001 -0.002 0.004 -0.026 -0.022 0.013 -0.001 0.006 -0.002 -0.039 | -| DDstar_p | -0.109 -0.252 0.010 -0.035 0.297 0.126 -0.006 0.168 0.024 1.000 0.460 0.011 -0.040 0.015 0.004 -0.010 -0.033 0.062 0.057 0.158 -0.007 0.006 -0.247 0.087 | -| jpsi_p | -0.250 0.292 0.012 0.026 0.313 0.212 -0.005 0.226 -0.018 0.460 1.000 -0.013 -0.051 -0.024 0.003 -0.034 -0.163 0.285 0.312 0.118 0.007 -0.085 -0.237 0.118 | -| phi_s | -0.025 0.010 0.000 -0.027 -0.019 -0.011 0.001 -0.112 0.003 0.011 -0.013 1.000 0.006 0.067 0.484 0.105 0.117 -0.002 0.059 -0.029 -0.026 -0.019 -0.046 0.022 | -| Dbar_s | 0.005 0.078 -0.001 -0.013 0.024 0.019 -0.001 0.024 -0.007 -0.040 -0.051 0.006 1.000 0.005 -0.003 -0.007 0.013 0.004 -0.032 0.032 -0.001 0.002 0.084 -0.094 | -| omega_s | -0.002 0.017 0.000 -0.471 0.004 0.006 0.000 -0.231 0.004 0.015 -0.024 0.067 0.005 1.000 -0.017 0.295 0.248 0.013 -0.111 0.003 -0.491 -0.005 0.018 0.018 | -| phi_p | 0.003 0.002 -0.000 0.045 0.009 0.004 -0.000 0.031 -0.001 0.004 0.003 0.484 -0.003 -0.017 1.000 0.091 -0.036 0.003 -0.014 0.010 0.000 0.004 0.006 -0.009 | -| rho_p | 0.053 -0.005 -0.001 0.096 0.035 0.024 -0.001 -0.146 -0.002 -0.010 -0.034 0.105 -0.007 0.295 0.091 1.000 0.146 0.012 -0.306 0.061 -0.001 0.033 0.111 -0.031 | -| bplus_0 | 0.031 -0.011 -0.000 -0.436 -0.078 -0.025 0.002 -0.954 0.004 -0.033 -0.163 0.117 0.013 0.248 -0.036 0.146 1.000 -0.014 -0.336 -0.061 -0.073 -0.004 0.042 0.069 | -| p3770_s | -0.077 0.409 0.006 -0.025 0.274 -0.186 -0.004 0.068 -0.026 0.062 0.285 -0.002 0.004 0.013 0.003 0.012 -0.014 1.000 0.074 0.098 -0.005 -0.010 0.010 -0.099 | -| bplus_2 | -0.209 -0.028 0.003 0.118 -0.041 -0.122 0.002 0.195 -0.022 0.057 0.312 0.059 -0.032 -0.111 -0.014 -0.306 -0.336 0.074 1.000 -0.221 0.039 -0.065 -0.667 0.051 | -| p4415_p | -0.200 0.154 0.010 0.010 0.117 0.059 0.001 0.163 0.013 0.158 0.118 -0.029 0.032 0.003 0.010 0.061 -0.061 0.098 -0.221 1.000 -0.004 -0.065 0.108 0.103 | -| omega_p | -0.000 -0.007 -0.000 0.162 -0.004 -0.004 0.000 0.067 -0.001 -0.007 0.007 -0.026 -0.001 -0.491 0.000 -0.001 -0.073 -0.005 0.039 -0.004 1.000 0.001 -0.009 -0.004 | -| p4415_s | 0.120 -0.004 -0.000 0.019 0.110 0.060 -0.005 -0.050 0.006 0.006 -0.085 -0.019 0.002 -0.005 0.004 0.033 -0.004 -0.010 -0.065 -0.065 0.001 1.000 0.227 -0.080 | -| Ctt | 0.312 0.514 -0.007 -0.011 0.121 0.419 -0.004 0.084 -0.002 -0.247 -0.237 -0.046 0.084 0.018 0.006 0.111 0.042 0.010 -0.667 0.108 -0.009 0.227 1.000 -0.091 | -| p3770_p | -0.226 0.108 0.007 -0.051 0.164 0.112 -0.002 -0.020 -0.039 0.087 0.118 0.022 -0.094 0.018 -0.009 -0.031 0.069 -0.099 0.051 0.103 -0.004 -0.080 -0.091 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1840333036400187}), (, {'error': 0.5619938164470715}), (, {'error': 0.012203851131706023}), (, {'error': 0.36664654026094223}), (, {'error': 0.1457001330546266}), (, {'error': 0.03573851616929513}), (, {'error': 0.01140506386682505}), (, {'error': 0.05456815425804673}), (, {'error': 0.026549710398252796}), (, {'error': 0.4579725702017656}), (, {'error': 0.03144906469223452}), (, {'error': 1.0040415582281508}), (, {'error': 0.04229295962812446}), (, {'error': 1.2423672340743477}), (, {'error': 0.18692257713626148}), (, {'error': 0.3049462142131718}), (, {'error': 0.03076216727760661}), (, {'error': 0.25467315662193446}), (, {'error': 0.08478343639761188}), (, {'error': 0.4133721422296608}), (, {'error': 0.7934694244753917}), (, {'error': 0.19442642299958712}), (, {'error': 0.23541042457928973}), (, {'error': 0.09281883876743957})]) -Toy 12/25 -Time taken: 1 h, 12 min -Projected time left: 1 h, 18 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1358 (1358 total) | -| EDM = 0.000424 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297290.87655199366 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.05 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.53 | 0.31 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -1.90 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.889 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.06 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -1.03 | 0.05 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.659 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 13| omega_s | 4.5 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 6.17 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.541 | 0.025 | | | -2 | 2 | | -| 17| p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.08 | 0.10 | | | -2 | 2 | | -| 19| p4415_p | 4.44 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.98 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.43 | 0.21 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.78 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.156 0.231 0.012 -0.214 -0.121 -0.502 -0.022 0.011 -0.118 -0.078 -0.029 0.004 -0.021 -0.003 -0.010 0.028 0.055 0.124 -0.218 0.001 0.171 0.288 -0.132 | -| Dbar_p | -0.156 1.000 -0.088 0.039 0.043 0.026 0.065 0.177 0.003 -0.081 0.290 -0.007 0.023 -0.016 -0.000 -0.004 0.048 0.035 -0.095 -0.068 0.001 -0.014 -0.321 0.377 | -| p4160_s | 0.231 -0.088 1.000 0.018 0.199 -0.081 -0.183 -0.007 0.008 -0.074 -0.042 -0.031 0.003 -0.024 -0.003 -0.011 0.041 0.000 0.140 -0.263 0.001 0.276 0.270 -0.074 | -| rho_s | 0.012 0.039 0.018 1.000 0.001 0.010 0.003 -0.125 -0.001 0.057 0.013 0.012 -0.000 -0.449 0.024 -0.074 0.197 0.021 0.026 -0.004 0.047 0.018 0.006 0.025 | -| p4040_p | -0.214 0.043 0.199 0.001 1.000 -0.165 0.404 0.022 0.025 0.179 -0.029 0.004 0.024 0.003 -0.001 0.003 0.007 -0.025 -0.106 0.198 0.000 -0.037 -0.392 0.234 | -| psi2s_p | -0.121 0.026 -0.081 0.010 -0.165 1.000 -0.123 0.044 0.028 0.025 0.000 -0.004 0.032 -0.004 -0.004 -0.000 0.002 -0.453 -0.007 -0.095 0.001 -0.006 0.170 0.081 | -| p4160_p | -0.502 0.065 -0.183 0.003 0.404 -0.123 1.000 0.014 0.040 0.216 0.008 0.001 0.030 0.001 -0.002 0.002 0.010 0.035 -0.073 0.283 0.000 -0.019 -0.394 0.234 | -| bplus_1 | -0.022 0.177 -0.007 -0.125 0.022 0.044 0.014 1.000 -0.005 0.324 0.083 0.016 -0.003 0.035 -0.001 -0.001 -0.843 0.082 -0.359 -0.108 -0.004 0.061 -0.183 0.115 | -| DDstar_s | 0.011 0.003 0.008 -0.001 0.025 0.028 0.040 -0.005 1.000 0.030 0.056 0.000 -0.002 0.000 0.000 0.000 -0.000 0.026 0.006 0.026 -0.000 0.001 -0.003 0.018 | -| DDstar_p | -0.118 -0.081 -0.074 0.057 0.179 0.025 0.216 0.324 0.030 1.000 0.205 0.010 0.000 -0.010 0.001 0.001 0.046 0.197 -0.250 0.006 0.002 -0.066 -0.092 0.252 | -| jpsi_p | -0.078 0.290 -0.042 0.013 -0.029 0.000 0.008 0.083 0.056 0.205 1.000 0.012 0.050 0.009 -0.019 0.013 -0.032 -0.011 0.121 -0.004 0.002 -0.027 0.193 0.129 | -| phi_s | -0.029 -0.007 -0.031 0.012 0.004 -0.004 0.001 0.016 0.000 0.010 0.012 1.000 -0.000 -0.010 0.645 -0.017 -0.014 -0.013 -0.110 -0.020 -0.005 -0.014 -0.048 0.004 | -| Dbar_s | 0.004 0.023 0.003 -0.000 0.024 0.032 0.030 -0.003 -0.002 0.000 0.050 -0.000 1.000 -0.000 0.000 -0.000 0.001 0.033 0.004 0.015 -0.000 0.000 0.006 0.030 | -| omega_s | -0.021 -0.016 -0.024 -0.449 0.003 -0.004 0.001 0.035 0.000 -0.010 0.009 -0.010 -0.000 1.000 -0.052 -0.049 -0.054 -0.012 -0.079 -0.011 -0.134 -0.014 -0.034 -0.003 | -| phi_p | -0.003 -0.000 -0.003 0.024 -0.001 -0.004 -0.002 -0.001 0.000 0.001 -0.019 0.645 0.000 -0.052 1.000 -0.015 0.006 -0.002 -0.012 -0.003 -0.001 -0.001 -0.010 -0.002 | -| rho_p | -0.010 -0.004 -0.011 -0.074 0.003 -0.000 0.002 -0.001 0.000 0.001 0.013 -0.017 -0.000 -0.049 -0.015 1.000 -0.002 -0.003 -0.041 -0.006 -0.000 -0.005 -0.017 0.002 | -| bplus_0 | 0.028 0.048 0.041 0.197 0.007 0.002 0.010 -0.843 -0.000 0.046 -0.032 -0.014 0.001 -0.054 0.006 -0.002 1.000 0.052 0.059 0.004 0.006 0.030 0.005 0.042 | -| p3770_s | 0.055 0.035 0.000 0.021 -0.025 -0.453 0.035 0.082 0.026 0.197 -0.011 -0.013 0.033 -0.012 -0.002 -0.003 0.052 1.000 -0.129 -0.007 0.001 -0.007 -0.222 -0.148 | -| bplus_2 | 0.124 -0.095 0.140 0.026 -0.106 -0.007 -0.073 -0.359 0.006 -0.250 0.121 -0.110 0.004 -0.079 -0.012 -0.041 0.059 -0.129 1.000 0.185 0.002 0.005 0.698 -0.095 | -| p4415_p | -0.218 -0.068 -0.263 -0.004 0.198 -0.095 0.283 -0.108 0.026 0.006 -0.004 -0.020 0.015 -0.011 -0.003 -0.006 0.004 -0.007 0.185 1.000 0.000 -0.138 -0.089 0.076 | -| omega_p | 0.001 0.001 0.001 0.047 0.000 0.001 0.000 -0.004 -0.000 0.002 0.002 -0.005 -0.000 -0.134 -0.001 -0.000 0.006 0.001 0.002 0.000 1.000 0.001 0.001 0.001 | -| p4415_s | 0.171 -0.014 0.276 0.018 -0.037 -0.006 -0.019 0.061 0.001 -0.066 -0.027 -0.014 0.000 -0.014 -0.001 -0.005 0.030 -0.007 0.005 -0.138 0.001 1.000 0.227 -0.070 | -| Ctt | 0.288 -0.321 0.270 0.006 -0.392 0.170 -0.394 -0.183 -0.003 -0.092 0.193 -0.048 0.006 -0.034 -0.010 -0.017 0.005 -0.222 0.698 -0.089 0.001 0.227 1.000 -0.231 | -| p3770_p | -0.132 0.377 -0.074 0.025 0.234 0.081 0.234 0.115 0.018 0.252 0.129 0.004 0.030 -0.003 -0.002 0.002 0.042 -0.148 -0.095 0.076 0.001 -0.070 -0.231 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16448162840769764}), (, {'error': 0.32497702921505134}), (, {'error': 0.16993217223560808}), (, {'error': 0.3105175951370076}), (, {'error': 0.18843800217322304}), (, {'error': 0.031479914590545555}), (, {'error': 0.10866089235530385}), (, {'error': 0.05074310593249365}), (, {'error': 0.023870866339467}), (, {'error': 0.3253719175017675}), (, {'error': 0.0267665390612688}), (, {'error': 1.0023736744273641}), (, {'error': 0.019183218956532883}), (, {'error': 0.8469268628880524}), (, {'error': 0.24537415804935048}), (, {'error': 0.08800324403536663}), (, {'error': 0.02452735507741699}), (, {'error': 0.22967950349018684}), (, {'error': 0.10028843478060889}), (, {'error': 0.21664559469385214}), (, {'error': 0.14015822152231205}), (, {'error': 0.18770508734697255}), (, {'error': 0.21484874178287616}), (, {'error': 0.10805583405705921})]) -Toy 13/25 -Time taken: 1 h, 19 min -Projected time left: 1 h, 13 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1430 (1430 total) | -| EDM = 0.000503 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297301.13382074004 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.25 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.27 | 0.16 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.27 | 0.29 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 3.62 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.85 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.984 | 0.019 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 0.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.70 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.9 | 1.3 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 13| omega_s | 9.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.25 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 5.85 | 0.28 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.492 | 0.010 | | | -2 | 2 | | -| 17| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.21 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | -2.65 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.72 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | 0.08 | 0.17 | | | -1.5 | 1.5 | | -| 23| p3770_p | -3.14 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.487 0.241 -0.028 -0.486 -0.383 -0.585 0.109 0.089 -0.506 -0.423 -0.031 0.321 -0.005 -0.022 0.040 0.109 -0.356 -0.305 -0.307 -0.008 0.328 -0.142 -0.456 | -| Dbar_p | 0.487 1.000 0.379 -0.056 -0.890 -0.820 -0.897 0.267 0.310 -0.876 -0.920 -0.047 0.689 -0.009 -0.046 0.031 0.288 -0.863 -0.608 -0.471 -0.026 0.407 -0.636 -0.926 | -| p4160_s | 0.241 0.379 1.000 -0.021 -0.207 -0.317 -0.381 0.063 0.067 -0.394 -0.342 -0.030 0.246 -0.004 -0.017 0.047 0.063 -0.303 -0.266 -0.253 -0.003 0.399 -0.094 -0.351 | -| rho_s | -0.028 -0.056 -0.021 1.000 0.042 0.043 0.040 -0.000 0.014 0.074 0.043 -0.001 -0.030 0.004 0.021 0.177 -0.117 0.044 0.070 0.010 0.448 -0.008 0.034 0.050 | -| p4040_p | -0.486 -0.890 -0.207 0.042 1.000 0.699 0.840 -0.206 -0.237 0.735 0.834 0.039 -0.617 0.008 0.040 -0.023 -0.226 0.749 0.519 0.488 0.021 -0.356 0.485 0.845 | -| psi2s_p | -0.383 -0.820 -0.317 0.043 0.699 1.000 0.725 -0.200 -0.247 0.654 0.783 0.037 -0.565 0.007 0.037 -0.026 -0.217 0.636 0.486 0.384 0.020 -0.310 0.624 0.753 | -| p4160_p | -0.585 -0.897 -0.381 0.040 0.840 0.725 1.000 -0.186 -0.222 0.728 0.851 0.041 -0.611 0.009 0.040 -0.027 -0.205 0.768 0.511 0.538 0.020 -0.374 0.475 0.850 | -| bplus_1 | 0.109 0.267 0.063 -0.000 -0.206 -0.200 -0.186 1.000 -0.087 -0.382 -0.217 -0.011 0.131 -0.004 -0.008 -0.027 -0.394 -0.231 -0.325 -0.047 -0.000 0.002 -0.153 -0.253 | -| DDstar_s | 0.089 0.310 0.067 0.014 -0.237 -0.247 -0.222 -0.087 1.000 -0.213 -0.271 -0.019 0.168 -0.005 -0.012 0.014 -0.074 -0.245 -0.131 -0.148 0.004 0.082 -0.199 -0.235 | -| DDstar_p | -0.506 -0.876 -0.394 0.074 0.735 0.654 0.728 -0.382 -0.213 1.000 0.721 0.032 -0.649 0.006 0.038 -0.018 -0.396 0.718 0.564 0.294 0.032 -0.369 0.577 0.810 | -| jpsi_p | -0.423 -0.920 -0.342 0.043 0.834 0.783 0.851 -0.217 -0.271 0.721 1.000 0.032 -0.615 0.006 0.035 -0.025 -0.247 0.820 0.579 0.470 0.020 -0.379 0.508 0.850 | -| phi_s | -0.031 -0.047 -0.030 -0.001 0.039 0.037 0.041 -0.011 -0.019 0.032 0.032 1.000 -0.036 0.001 0.790 0.003 0.012 0.035 0.077 0.015 0.034 -0.021 0.016 0.042 | -| Dbar_s | 0.321 0.689 0.246 -0.030 -0.617 -0.565 -0.611 0.131 0.168 -0.649 -0.615 -0.036 1.000 -0.007 -0.031 0.031 0.146 -0.608 -0.428 -0.334 -0.013 0.291 -0.523 -0.605 | -| omega_s | -0.005 -0.009 -0.004 0.004 0.008 0.007 0.009 -0.004 -0.005 0.006 0.006 0.001 -0.007 1.000 -0.018 0.038 0.004 0.008 0.004 0.005 0.522 -0.005 0.006 0.008 | -| phi_p | -0.022 -0.046 -0.017 0.021 0.040 0.037 0.040 -0.008 -0.012 0.038 0.035 0.790 -0.031 -0.018 1.000 -0.023 -0.015 0.039 0.030 0.021 0.045 -0.018 0.031 0.042 | -| rho_p | 0.040 0.031 0.047 0.177 -0.023 -0.026 -0.027 -0.027 0.014 -0.018 -0.025 0.003 0.031 0.038 -0.023 1.000 -0.026 -0.016 -0.197 0.012 0.025 0.011 0.025 -0.031 | -| bplus_0 | 0.109 0.288 0.063 -0.117 -0.226 -0.217 -0.205 -0.394 -0.074 -0.396 -0.247 0.012 0.146 0.004 -0.015 -0.026 1.000 -0.249 -0.340 -0.070 -0.047 0.017 -0.177 -0.263 | -| p3770_s | -0.356 -0.863 -0.303 0.044 0.749 0.636 0.768 -0.231 -0.245 0.718 0.820 0.035 -0.608 0.008 0.039 -0.016 -0.249 1.000 0.522 0.418 0.023 -0.334 0.524 0.744 | -| bplus_2 | -0.305 -0.608 -0.266 0.070 0.519 0.486 0.511 -0.325 -0.131 0.564 0.579 0.077 -0.428 0.004 0.030 -0.197 -0.340 0.522 1.000 0.187 0.003 -0.146 0.068 0.547 | -| p4415_p | -0.307 -0.471 -0.253 0.010 0.488 0.384 0.538 -0.047 -0.148 0.294 0.470 0.015 -0.334 0.005 0.021 0.012 -0.070 0.418 0.187 1.000 0.011 -0.282 0.280 0.456 | -| omega_p | -0.008 -0.026 -0.003 0.448 0.021 0.020 0.020 -0.000 0.004 0.032 0.020 0.034 -0.013 0.522 0.045 0.025 -0.047 0.023 0.003 0.011 1.000 -0.005 0.025 0.023 | -| p4415_s | 0.328 0.407 0.399 -0.008 -0.356 -0.310 -0.374 0.002 0.082 -0.369 -0.379 -0.021 0.291 -0.005 -0.018 0.011 0.017 -0.334 -0.146 -0.282 -0.005 1.000 -0.116 -0.392 | -| Ctt | -0.142 -0.636 -0.094 0.034 0.485 0.624 0.475 -0.153 -0.199 0.577 0.508 0.016 -0.523 0.006 0.031 0.025 -0.177 0.524 0.068 0.280 0.025 -0.116 1.000 0.569 | -| p3770_p | -0.456 -0.926 -0.351 0.050 0.845 0.753 0.850 -0.253 -0.235 0.810 0.850 0.042 -0.605 0.008 0.042 -0.031 -0.263 0.744 0.547 0.456 0.023 -0.392 0.569 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17386947040935197}), (, {'error': 7.962629417233148}), (, {'error': 0.16293969040085976}), (, {'error': 0.28759188175773304}), (, {'error': 0.297000842997698}), (, {'error': 0.05287427904703801}), (, {'error': 0.20154801172226922}), (, {'error': 0.01922485942867369}), (, {'error': 0.37733624741475763}), (, {'error': 0.6661417527289641}), (, {'error': 0.060445301116739625}), (, {'error': 1.2941835771285906}), (, {'error': 0.39619933337585567}), (, {'error': 1.027408656722642}), (, {'error': 0.2763495832556959}), (, {'error': 0.2823994344087506}), (, {'error': 0.00966926684057201}), (, {'error': 0.42752037911259}), (, {'error': 0.08298749321726229}), (, {'error': 0.2031205414620425}), (, {'error': 0.22142822525584682}), (, {'error': 0.19374158764861366}), (, {'error': 0.17404150248221895}), (, {'error': 0.27685025732733415})]) -Toy 14/25 -Time taken: 1 h, 25 min -Projected time left: 1 h, 7 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1252 (1252 total) | -| EDM = 8.15E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297574.39159098984 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.65 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -4.53 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.85 | 0.29 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.06 | 0.29 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.925 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.92 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.99 | 0.08 | | | -2 | 2 | | -| 8 | DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 1.33 | 0.31 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.642 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 20.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.7 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -5.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 17| p3770_s | 3.16 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.05 | 0.10 | | | -2 | 2 | | -| 19| p4415_p | 4.18 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.01 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.33 | 0.19 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.75 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.103 0.086 0.010 -0.183 -0.033 -0.493 0.045 -0.003 -0.162 0.000 -0.030 -0.003 -0.018 -0.006 -0.012 -0.047 0.112 -0.101 -0.170 0.000 0.189 0.297 -0.113 | -| Dbar_p | -0.103 1.000 -0.063 0.039 -0.092 -0.051 -0.029 -0.040 -0.001 -0.153 0.150 -0.022 0.021 -0.018 -0.004 -0.003 -0.085 -0.089 0.044 -0.097 0.001 0.032 -0.308 0.235 | -| p4160_s | 0.086 -0.063 1.000 0.010 0.319 -0.061 -0.107 0.023 0.002 -0.071 -0.007 -0.035 -0.000 -0.022 -0.007 -0.015 -0.039 0.027 -0.134 -0.142 0.000 0.318 0.219 -0.033 | -| rho_s | 0.010 0.039 0.010 1.000 -0.012 -0.002 -0.023 0.210 0.004 0.076 -0.031 -0.058 0.001 -0.370 -0.004 -0.086 -0.249 0.001 0.002 -0.018 0.028 0.023 -0.016 -0.002 | -| p4040_p | -0.183 -0.092 0.319 -0.012 1.000 -0.185 0.267 0.026 0.017 0.011 -0.078 -0.001 0.012 0.002 -0.002 -0.001 0.017 -0.082 -0.003 0.178 -0.000 -0.017 -0.276 0.150 | -| psi2s_p | -0.033 -0.051 -0.061 -0.002 -0.185 1.000 -0.128 0.024 0.016 -0.130 -0.004 -0.005 0.020 -0.002 -0.003 -0.001 0.001 -0.440 -0.056 -0.064 0.000 0.027 0.243 -0.013 | -| p4160_p | -0.493 -0.029 -0.107 -0.023 0.267 -0.128 1.000 0.023 0.036 -0.021 -0.048 0.006 0.023 0.007 -0.000 0.001 0.050 -0.043 -0.026 0.311 -0.000 -0.082 -0.347 0.159 | -| bplus_1 | 0.045 -0.040 0.023 0.210 0.026 0.024 0.023 1.000 -0.008 -0.096 -0.041 -0.107 -0.003 -0.070 -0.029 0.015 -0.931 -0.013 -0.246 0.076 0.004 -0.027 0.061 -0.070 | -| DDstar_s | -0.003 -0.001 0.002 0.004 0.017 0.016 0.036 -0.008 1.000 0.034 0.043 -0.000 -0.001 -0.001 0.001 0.000 -0.006 0.024 0.011 0.013 0.000 -0.003 -0.006 0.028 | -| DDstar_p | -0.162 -0.153 -0.071 0.076 0.011 -0.130 -0.021 -0.096 0.034 1.000 -0.152 -0.020 0.006 -0.018 -0.011 0.006 -0.159 0.044 0.241 -0.149 0.002 -0.034 -0.041 0.115 | -| jpsi_p | 0.000 0.150 -0.007 -0.031 -0.078 -0.004 -0.048 -0.041 0.043 -0.152 1.000 0.030 0.040 0.020 -0.001 0.019 0.124 -0.069 -0.216 0.021 0.001 -0.016 0.278 -0.028 | -| phi_s | -0.030 -0.022 -0.035 -0.058 -0.001 -0.005 0.006 -0.107 -0.000 -0.020 0.030 1.000 -0.000 0.017 0.639 0.033 0.120 -0.020 0.112 -0.019 -0.002 -0.015 -0.033 0.006 | -| Dbar_s | -0.003 0.021 -0.000 0.001 0.012 0.020 0.023 -0.003 -0.001 0.006 0.040 -0.000 1.000 -0.001 0.001 -0.000 -0.001 0.021 0.002 0.007 -0.000 -0.001 -0.002 0.032 | -| omega_s | -0.018 -0.018 -0.022 -0.370 0.002 -0.002 0.007 -0.070 -0.001 -0.018 0.020 0.017 -0.001 1.000 -0.021 -0.082 0.079 -0.009 0.074 -0.010 -0.110 -0.010 -0.028 0.003 | -| phi_p | -0.006 -0.004 -0.007 -0.004 -0.002 -0.003 -0.000 -0.029 0.001 -0.011 -0.001 0.639 0.001 -0.021 1.000 0.059 0.038 -0.006 0.017 -0.003 0.004 -0.004 0.003 0.000 | -| rho_p | -0.012 -0.003 -0.015 -0.086 -0.001 -0.001 0.001 0.015 0.000 0.006 0.019 0.033 -0.000 -0.082 0.059 1.000 -0.015 -0.006 0.063 -0.013 -0.000 -0.002 -0.025 0.004 | -| bplus_0 | -0.047 -0.085 -0.039 -0.249 0.017 0.001 0.050 -0.931 -0.006 -0.159 0.124 0.120 -0.001 0.079 0.038 -0.015 1.000 -0.013 0.038 0.024 -0.004 -0.059 0.043 0.026 | -| p3770_s | 0.112 -0.089 0.027 0.001 -0.082 -0.440 -0.043 -0.013 0.024 0.044 -0.069 -0.020 0.021 -0.009 -0.006 -0.006 -0.013 1.000 0.041 -0.009 0.000 0.024 -0.110 -0.232 | -| bplus_2 | -0.101 0.044 -0.134 0.002 -0.003 -0.056 -0.026 -0.246 0.011 0.241 -0.216 0.112 0.002 0.074 0.017 0.063 0.038 0.041 1.000 -0.229 0.001 0.079 -0.648 0.052 | -| p4415_p | -0.170 -0.097 -0.142 -0.018 0.178 -0.064 0.311 0.076 0.013 -0.149 0.021 -0.019 0.007 -0.010 -0.003 -0.013 0.024 -0.009 -0.229 1.000 -0.000 -0.145 -0.022 0.048 | -| omega_p | 0.000 0.001 0.000 0.028 -0.000 0.000 -0.000 0.004 0.000 0.002 0.001 -0.002 -0.000 -0.110 0.004 -0.000 -0.004 0.000 0.001 -0.000 1.000 0.000 -0.000 0.000 | -| p4415_s | 0.189 0.032 0.318 0.023 -0.017 0.027 -0.082 -0.027 -0.003 -0.034 -0.016 -0.015 -0.001 -0.010 -0.004 -0.002 -0.059 0.024 0.079 -0.145 0.000 1.000 0.196 -0.071 | -| Ctt | 0.297 -0.308 0.219 -0.016 -0.276 0.243 -0.347 0.061 -0.006 -0.041 0.278 -0.033 -0.002 -0.028 0.003 -0.025 0.043 -0.110 -0.648 -0.022 -0.000 0.196 1.000 -0.206 | -| p3770_p | -0.113 0.235 -0.033 -0.002 0.150 -0.013 0.159 -0.070 0.028 0.115 -0.028 0.006 0.032 0.003 0.000 0.004 0.026 -0.232 0.052 0.048 0.000 -0.071 -0.206 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17320110806845732}), (, {'error': 0.2921600054937783}), (, {'error': 0.16711515752320616}), (, {'error': 0.2905836685740497}), (, {'error': 0.28734903606105267}), (, {'error': 0.03120363817592242}), (, {'error': 0.09479176952441692}), (, {'error': 0.07545337434123223}), (, {'error': 0.020521190707703085}), (, {'error': 0.3100233162499131}), (, {'error': 0.023829536567359533}), (, {'error': 1.047358284540147}), (, {'error': 0.01529346921297034}), (, {'error': 0.8374150441313568}), (, {'error': 0.18157041354516634}), (, {'error': 0.113860280907498}), (, {'error': 0.04005793385869105}), (, {'error': 0.23097471438361383}), (, {'error': 0.09835384622841614}), (, {'error': 0.20921932700454704}), (, {'error': 0.11328948091771007}), (, {'error': 0.19482328080680955}), (, {'error': 0.1936357284580993}), (, {'error': 0.0953755509655565})]) -Toy 15/25 -Time taken: 1 h, 32 min -Projected time left: 1 h, 1 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1585 (1585 total) | -| EDM = 1.3E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297357.2536253271 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.39 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -3.97 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 4.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 2.117 | 0.026 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.011 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -1.59 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.606 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 21.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 13| omega_s | 8.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -5.50 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 6.07 | 0.30 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.402 | 0.031 | | | -2 | 2 | | -| 17| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.15 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | 4.19 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.85 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.20 | 0.17 | | | -1.5 | 1.5 | | -| 23| p3770_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.119 0.189 0.043 -0.172 -0.130 -0.466 0.080 0.002 -0.160 -0.066 -0.053 0.002 -0.009 -0.018 0.051 -0.088 -0.002 -0.130 -0.126 0.014 0.204 0.242 -0.000 | -| Dbar_p | -0.119 1.000 -0.056 0.021 0.014 0.107 0.090 -0.093 0.002 -0.034 0.277 -0.011 0.008 -0.002 0.001 0.011 0.001 0.005 0.066 -0.024 0.008 0.011 -0.213 -0.003 | -| p4160_s | 0.189 -0.056 1.000 0.033 0.261 -0.089 -0.100 0.024 0.002 -0.067 -0.027 -0.052 0.001 -0.009 -0.018 0.060 -0.047 -0.001 -0.155 -0.124 0.009 0.321 0.238 0.001 | -| rho_s | 0.043 0.021 0.033 1.000 -0.013 0.020 -0.015 0.345 -0.000 0.052 -0.047 -0.108 -0.001 0.059 -0.023 0.214 -0.386 -0.001 -0.040 0.018 0.469 0.022 0.029 -0.000 | -| p4040_p | -0.172 0.014 0.261 -0.013 1.000 -0.145 0.351 0.013 0.005 0.079 -0.029 0.008 0.005 0.000 0.001 -0.008 0.012 0.003 0.019 0.193 -0.005 -0.062 -0.334 -0.001 | -| psi2s_p | -0.130 0.107 -0.089 0.020 -0.145 1.000 -0.088 0.016 0.018 -0.071 -0.047 -0.018 0.019 -0.007 -0.006 0.002 -0.043 0.005 0.040 -0.078 0.004 0.012 0.062 0.007 | -| p4160_p | -0.466 0.090 -0.100 -0.015 0.351 -0.088 1.000 0.026 0.017 0.059 -0.002 0.004 0.010 -0.002 -0.000 -0.003 0.012 0.003 -0.020 0.294 -0.007 -0.084 -0.360 -0.002 | -| bplus_1 | 0.080 -0.093 0.024 0.345 0.013 0.016 0.026 1.000 -0.005 -0.203 -0.076 -0.148 -0.001 -0.007 -0.004 -0.064 -0.951 -0.002 -0.211 0.114 0.147 -0.068 0.109 0.000 | -| DDstar_s | 0.002 0.002 0.002 -0.000 0.005 0.018 0.017 -0.005 1.000 0.015 0.025 0.001 -0.000 0.000 0.001 -0.000 0.003 0.000 0.002 0.009 0.000 -0.000 -0.001 -0.000 | -| DDstar_p | -0.160 -0.034 -0.067 0.052 0.079 -0.071 0.059 -0.203 0.015 1.000 -0.010 -0.005 0.005 -0.000 0.001 -0.014 -0.011 0.003 0.247 -0.110 0.019 -0.022 -0.116 -0.001 | -| jpsi_p | -0.066 0.277 -0.027 -0.047 -0.029 -0.047 -0.002 -0.076 0.025 -0.010 1.000 0.045 0.016 -0.008 0.016 -0.073 0.116 0.002 -0.131 0.006 -0.025 -0.025 0.225 0.001 | -| phi_s | -0.053 -0.011 -0.052 -0.108 0.008 -0.018 0.004 -0.148 0.001 -0.005 0.045 1.000 0.001 0.014 0.512 -0.118 0.160 0.000 0.150 -0.041 -0.013 -0.014 -0.070 -0.000 | -| Dbar_s | 0.002 0.008 0.001 -0.001 0.005 0.019 0.010 -0.001 -0.000 0.005 0.016 0.001 1.000 0.000 0.000 -0.000 0.002 0.000 -0.001 0.006 -0.000 -0.001 0.009 -0.000 | -| omega_s | -0.009 -0.002 -0.009 0.059 0.000 -0.007 -0.002 -0.007 0.000 -0.000 -0.008 0.014 0.000 1.000 -0.049 0.023 0.007 0.000 0.029 -0.008 0.695 -0.002 -0.013 0.000 | -| phi_p | -0.018 0.001 -0.018 -0.023 0.001 -0.006 -0.000 -0.004 0.001 0.001 0.016 0.512 0.000 -0.049 1.000 -0.241 0.009 0.000 0.062 -0.015 -0.001 -0.004 -0.021 0.000 | -| rho_p | 0.051 0.011 0.060 0.214 -0.008 0.002 -0.003 -0.064 -0.000 -0.014 -0.073 -0.118 -0.000 0.023 -0.241 1.000 0.063 -0.000 -0.230 0.047 -0.029 0.010 0.095 0.000 | -| bplus_0 | -0.088 0.001 -0.047 -0.386 0.012 -0.043 0.012 -0.951 0.003 -0.011 0.116 0.160 0.002 0.007 0.009 0.063 1.000 0.002 0.032 -0.052 -0.162 -0.015 -0.024 0.000 | -| p3770_s | -0.002 0.005 -0.001 -0.001 0.003 0.005 0.003 -0.002 0.000 0.003 0.002 0.000 0.000 0.000 0.000 -0.000 0.002 1.000 0.000 0.001 -0.000 -0.001 -0.002 -0.001 | -| bplus_2 | -0.130 0.066 -0.155 -0.040 0.019 0.040 -0.020 -0.211 0.002 0.247 -0.131 0.150 -0.001 0.029 0.062 -0.230 0.032 0.000 1.000 -0.237 -0.002 0.088 -0.677 -0.003 | -| p4415_p | -0.126 -0.024 -0.124 0.018 0.193 -0.078 0.294 0.114 0.009 -0.110 0.006 -0.041 0.006 -0.008 -0.015 0.047 -0.052 0.001 -0.237 1.000 0.004 -0.122 -0.013 -0.001 | -| omega_p | 0.014 0.008 0.009 0.469 -0.005 0.004 -0.007 0.147 0.000 0.019 -0.025 -0.013 -0.000 0.695 -0.001 -0.029 -0.162 -0.000 -0.002 0.004 1.000 0.008 0.008 0.000 | -| p4415_s | 0.204 0.011 0.321 0.022 -0.062 0.012 -0.084 -0.068 -0.000 -0.022 -0.025 -0.014 -0.001 -0.002 -0.004 0.010 -0.015 -0.001 0.088 -0.122 0.008 1.000 0.206 0.001 | -| Ctt | 0.242 -0.213 0.238 0.029 -0.334 0.062 -0.360 0.109 -0.001 -0.116 0.225 -0.070 0.009 -0.013 -0.021 0.095 -0.024 -0.002 -0.677 -0.013 0.008 0.206 1.000 0.007 | -| p3770_p | -0.000 -0.003 0.001 -0.000 -0.001 0.007 -0.002 0.000 -0.000 -0.001 0.001 -0.000 -0.000 0.000 0.000 0.000 0.000 -0.001 -0.003 -0.001 0.000 0.001 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17064759501864463}), (, {'error': 0.21483689532663508}), (, {'error': 0.16689829204865125}), (, {'error': 0.3680802035274778}), (, {'error': 0.4615800791777831}), (, {'error': 0.025786480228603637}), (, {'error': 0.09647284199859918}), (, {'error': 0.061424357122312534}), (, {'error': 0.011138123229627983}), (, {'error': 0.2451515450228956}), (, {'error': 0.023840747840722987}), (, {'error': 1.0333849378644597}), (, {'error': 0.007159860594464884}), (, {'error': 1.276356217329183}), (, {'error': 0.15129418995837085}), (, {'error': 0.301026602857009}), (, {'error': 0.03131180196718886}), (, {'error': 0.010118490492787124}), (, {'error': 0.07720958245174536}), (, {'error': 0.16929394494662553}), (, {'error': 0.30370947976633245}), (, {'error': 0.19411454769070535}), (, {'error': 0.1721239773806701}), (, {'error': 0.010996877293770968})]) -Toy 16/25 -Time taken: 1 h, 39 min -Projected time left: 55 min, 57 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1371 (1371 total) | -| EDM = 4.59E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297400.6722889118 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.84 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 1.91 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.26 | 0.22 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.881 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.33 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.639 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 13| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -0.57 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 5.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 17| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.21 | 0.09 | | | -2 | 2 | | -| 19| p4415_p | -1.82 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -5.60 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.69 | 0.21 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.089 0.054 -0.010 -0.210 0.012 -0.515 0.044 -0.007 -0.164 0.008 -0.028 -0.006 -0.001 0.008 0.055 -0.040 0.109 -0.131 -0.211 0.009 0.136 0.351 -0.158 | -| Dbar_p | -0.089 1.000 -0.085 0.037 -0.089 -0.036 -0.011 -0.081 -0.005 -0.186 0.218 -0.020 0.032 -0.000 0.010 0.039 -0.053 -0.069 0.060 -0.085 0.026 0.002 -0.336 0.313 | -| p4160_s | 0.054 -0.085 1.000 -0.017 0.324 -0.055 -0.125 0.035 0.000 -0.104 -0.015 -0.034 -0.001 -0.002 0.009 0.068 -0.034 0.016 -0.161 -0.194 0.009 0.271 0.249 -0.062 | -| rho_s | -0.010 0.037 -0.017 1.000 -0.009 0.001 -0.015 0.329 0.006 0.095 0.008 -0.047 0.001 0.043 -0.012 0.045 -0.388 -0.006 0.170 -0.039 0.553 0.008 -0.062 0.007 | -| p4040_p | -0.210 -0.089 0.324 -0.009 1.000 -0.206 0.191 0.050 0.030 -0.011 -0.098 -0.004 0.023 -0.001 -0.000 0.003 -0.013 -0.066 0.004 0.150 -0.004 0.036 -0.250 0.135 | -| psi2s_p | 0.012 -0.036 -0.055 0.001 -0.206 1.000 -0.133 0.038 0.023 -0.131 -0.006 -0.005 0.032 -0.002 -0.001 0.004 -0.012 -0.445 -0.052 -0.071 0.001 0.012 0.223 -0.011 | -| p4160_p | -0.515 -0.011 -0.125 -0.015 0.191 -0.133 1.000 0.043 0.046 0.003 -0.053 0.005 0.031 -0.001 -0.003 -0.012 0.014 -0.038 -0.008 0.300 -0.010 0.007 -0.334 0.157 | -| bplus_1 | 0.044 -0.081 0.035 0.329 0.050 0.038 0.043 1.000 -0.016 -0.185 -0.045 -0.093 -0.006 0.003 0.032 0.056 -0.921 -0.018 -0.114 0.117 0.173 -0.027 0.077 -0.110 | -| DDstar_s | -0.007 -0.005 0.000 0.006 0.030 0.023 0.046 -0.016 1.000 0.053 0.062 -0.000 -0.002 0.000 0.001 0.001 -0.002 0.035 0.017 0.024 0.003 -0.005 -0.010 0.039 | -| DDstar_p | -0.164 -0.186 -0.104 0.095 -0.011 -0.131 0.003 -0.185 0.053 1.000 -0.106 -0.013 0.008 0.000 0.006 0.018 -0.088 0.049 0.260 -0.137 0.044 -0.060 -0.022 0.138 | -| jpsi_p | 0.008 0.218 -0.015 0.008 -0.098 -0.006 -0.053 -0.045 0.062 -0.106 1.000 0.021 0.060 -0.007 -0.028 -0.082 0.107 -0.072 -0.190 0.001 -0.017 -0.002 0.239 0.016 | -| phi_s | -0.028 -0.020 -0.034 -0.047 -0.004 -0.005 0.005 -0.093 -0.000 -0.013 0.021 1.000 -0.000 0.002 0.441 0.056 0.102 -0.015 0.095 -0.018 -0.035 -0.021 -0.050 0.003 | -| Dbar_s | -0.006 0.032 -0.001 0.001 0.023 0.032 0.031 -0.006 -0.002 0.008 0.060 -0.000 1.000 0.000 0.001 0.001 0.000 0.034 0.004 0.014 0.001 -0.002 -0.004 0.049 | -| omega_s | -0.001 -0.000 -0.002 0.043 -0.001 -0.002 -0.001 0.003 0.000 0.000 -0.007 0.002 0.000 1.000 -0.023 0.018 -0.003 -0.002 0.007 -0.002 0.498 -0.001 -0.003 -0.001 | -| phi_p | 0.008 0.010 0.009 -0.012 -0.000 -0.001 -0.003 0.032 0.001 0.006 -0.028 0.441 0.001 -0.023 1.000 0.087 -0.042 0.003 -0.026 0.003 0.004 0.006 0.005 -0.004 | -| rho_p | 0.055 0.039 0.068 0.045 0.003 0.004 -0.012 0.056 0.001 0.018 -0.082 0.056 0.001 0.018 0.087 1.000 -0.082 0.023 -0.238 0.037 0.115 0.039 0.099 -0.012 | -| bplus_0 | -0.040 -0.053 -0.034 -0.388 -0.013 -0.012 0.014 -0.921 -0.002 -0.088 0.107 0.102 0.000 -0.003 -0.042 -0.082 1.000 -0.015 -0.107 -0.001 -0.202 -0.034 0.039 0.037 | -| p3770_s | 0.109 -0.069 0.016 -0.006 -0.066 -0.445 -0.038 -0.018 0.035 0.049 -0.072 -0.015 0.034 -0.002 0.003 0.023 -0.015 1.000 0.055 -0.013 0.002 0.012 -0.125 -0.265 | -| bplus_2 | -0.131 0.060 -0.161 0.170 0.004 -0.052 -0.008 -0.114 0.017 0.260 -0.190 0.095 0.004 0.007 -0.026 -0.238 -0.107 0.055 1.000 -0.232 0.022 -0.013 -0.669 0.072 | -| p4415_p | -0.211 -0.085 -0.194 -0.039 0.150 -0.071 0.300 0.117 0.024 -0.137 0.001 -0.018 0.014 -0.002 0.003 0.037 -0.001 -0.013 -0.232 1.000 -0.009 -0.100 -0.060 0.049 | -| omega_p | 0.009 0.026 0.009 0.553 -0.004 0.001 -0.010 0.173 0.003 0.044 -0.017 -0.035 0.001 0.498 0.004 0.115 -0.202 0.002 0.022 -0.009 1.000 0.013 -0.002 -0.000 | -| p4415_s | 0.136 0.002 0.271 0.008 0.036 0.012 0.007 -0.027 -0.005 -0.060 -0.002 -0.021 -0.002 -0.001 0.006 0.039 -0.034 0.012 -0.013 -0.100 0.013 1.000 0.224 -0.063 | -| Ctt | 0.351 -0.336 0.249 -0.062 -0.250 0.223 -0.334 0.077 -0.010 -0.022 0.239 -0.050 -0.004 -0.003 0.005 0.099 0.039 -0.125 -0.669 -0.060 -0.002 0.224 1.000 -0.230 | -| p3770_p | -0.158 0.313 -0.062 0.007 0.135 -0.011 0.157 -0.110 0.039 0.138 0.016 0.003 0.049 -0.001 -0.004 -0.012 0.037 -0.265 0.072 0.049 -0.000 -0.063 -0.230 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17496620007555402}), (, {'error': 0.33433645584173854}), (, {'error': 0.1715334756840582}), (, {'error': 0.33573347075751236}), (, {'error': 0.22039141712243238}), (, {'error': 0.03130074035072994}), (, {'error': 0.11326394551656183}), (, {'error': 0.06262145763545068}), (, {'error': 0.03048014203939181}), (, {'error': 0.33712261634864404}), (, {'error': 0.024340047827119626}), (, {'error': 0.9412106313616349}), (, {'error': 0.023423134672749923}), (, {'error': 3.6471326325218905}), (, {'error': 0.16788407779252124}), (, {'error': 0.46046368176363206}), (, {'error': 0.03252013807053333}), (, {'error': 0.23261789815784617}), (, {'error': 0.0884608873019066}), (, {'error': 0.1728826627131812}), (, {'error': 0.22147617721436053}), (, {'error': 0.18830804161208614}), (, {'error': 0.20773488593785266}), (, {'error': 0.09925208881093806})]) -Toy 17/25 -Time taken: 1 h, 46 min -Projected time left: 50 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1443 (1443 total) | -| EDM = 0.0054 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297377.98615519505 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.92 | 0.19 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -3.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.03 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 3.33 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.12 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.91 | 0.06 | | | -2 | 2 | | -| 8 | DDstar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 3.7 | 0.9 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 16.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 13| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 5.60 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.451 | 0.030 | | | -2 | 2 | | -| 17| p3770_s | 2.49 | 0.26 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 19| p4415_p | -2.19 | 0.27 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -5.67 | 0.24 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.92 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.35 | 0.20 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.62 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.270 -0.041 -0.015 -0.141 0.079 -0.369 0.074 -0.079 -0.160 -0.063 -0.010 0.096 0.000 -0.002 0.014 0.011 0.015 -0.149 -0.111 -0.004 0.131 0.390 -0.284 | -| Dbar_p | 0.270 1.000 0.231 -0.117 -0.142 -0.205 -0.355 0.171 0.061 -0.149 -0.465 0.019 0.118 0.004 -0.026 0.022 0.140 -0.414 -0.365 0.026 -0.074 0.086 0.414 -0.678 | -| p4160_s | -0.041 0.231 1.000 -0.024 0.361 0.026 -0.025 0.140 -0.106 -0.289 0.030 -0.025 0.072 0.001 -0.001 0.029 0.008 -0.002 -0.240 0.018 -0.002 0.320 0.246 -0.161 | -| rho_s | -0.015 -0.117 -0.024 1.000 -0.068 -0.049 -0.083 0.228 0.088 0.197 -0.052 0.002 -0.041 -0.035 0.030 -0.034 -0.399 -0.001 0.039 -0.093 0.615 0.022 0.026 0.057 | -| p4040_p | -0.141 -0.142 0.361 -0.068 1.000 0.154 0.362 0.189 -0.155 -0.527 0.458 -0.000 0.030 0.002 0.002 0.024 0.026 0.233 -0.125 0.352 -0.031 0.074 -0.226 0.160 | -| psi2s_p | 0.079 -0.205 0.026 -0.049 0.154 1.000 0.265 0.125 -0.152 -0.434 0.432 0.004 0.011 0.001 0.003 0.014 0.026 -0.078 -0.097 0.211 -0.023 0.020 0.069 0.184 | -| p4160_p | -0.369 -0.355 -0.025 -0.083 0.362 0.265 1.000 0.157 -0.124 -0.518 0.602 0.017 0.033 0.002 0.002 0.016 0.050 0.319 -0.056 0.511 -0.044 -0.059 -0.446 0.309 | -| bplus_1 | 0.074 0.171 0.140 0.228 0.189 0.125 0.157 1.000 -0.179 -0.367 0.183 -0.056 0.080 -0.007 0.035 -0.074 -0.801 0.011 -0.268 0.265 0.145 -0.025 0.090 -0.164 | -| DDstar_s | -0.079 0.061 -0.106 0.088 -0.155 -0.152 -0.124 -0.179 1.000 0.339 -0.204 -0.013 -0.097 -0.002 0.007 -0.021 -0.069 -0.047 0.186 -0.188 0.049 -0.033 0.019 0.060 | -| DDstar_p | -0.160 -0.149 -0.289 0.197 -0.527 -0.434 -0.518 -0.367 0.339 1.000 -0.616 -0.039 -0.311 -0.004 0.010 -0.040 -0.157 -0.226 0.350 -0.581 0.110 -0.037 0.072 0.133 | -| jpsi_p | -0.063 -0.465 0.030 -0.052 0.458 0.432 0.602 0.183 -0.204 -0.616 1.000 0.004 0.065 0.003 0.008 0.008 -0.031 0.446 0.084 0.392 -0.025 -0.057 -0.453 0.277 | -| phi_s | -0.010 0.019 -0.025 0.002 -0.000 0.004 0.017 -0.056 -0.013 -0.039 0.004 1.000 0.004 0.001 0.381 0.025 0.083 -0.010 0.101 -0.002 -0.028 -0.011 -0.062 -0.009 | -| Dbar_s | 0.096 0.118 0.072 -0.041 0.030 0.011 0.033 0.080 -0.097 -0.311 0.065 0.004 1.000 0.001 -0.004 0.011 0.039 -0.093 -0.122 0.099 -0.022 0.034 -0.112 -0.085 | -| omega_s | 0.000 0.004 0.001 -0.035 0.002 0.001 0.002 -0.007 -0.002 -0.004 0.003 0.001 0.001 1.000 0.012 0.002 0.012 0.000 -0.002 0.002 -0.244 -0.001 -0.000 -0.002 | -| phi_p | -0.002 -0.026 -0.001 0.030 0.002 0.003 0.002 0.035 0.007 0.010 0.008 0.381 -0.004 0.012 1.000 0.021 -0.055 0.009 0.003 -0.003 0.019 0.003 -0.006 0.012 | -| rho_p | 0.014 0.022 0.029 -0.034 0.024 0.014 0.016 -0.074 -0.021 -0.040 0.008 0.025 0.011 0.002 0.021 1.000 0.109 0.008 -0.114 0.036 -0.160 0.001 0.041 -0.013 | -| bplus_0 | 0.011 0.140 0.008 -0.399 0.026 0.026 0.050 -0.801 -0.069 -0.157 -0.031 0.083 0.039 0.012 -0.055 0.109 1.000 -0.024 -0.126 0.059 -0.243 -0.026 0.022 -0.041 | -| p3770_s | 0.015 -0.414 -0.002 -0.001 0.233 -0.078 0.319 0.011 -0.047 -0.226 0.446 -0.010 -0.093 0.000 0.009 0.008 -0.024 1.000 0.115 0.166 0.006 -0.020 -0.327 0.125 | -| bplus_2 | -0.149 -0.365 -0.240 0.039 -0.125 -0.097 -0.056 -0.268 0.186 0.350 0.084 0.101 -0.122 -0.002 0.003 -0.114 -0.126 0.115 1.000 -0.315 -0.019 0.035 -0.635 0.216 | -| p4415_p | -0.111 0.026 0.018 -0.093 0.352 0.211 0.511 0.265 -0.188 -0.581 0.392 -0.002 0.099 0.002 -0.003 0.036 0.059 0.166 -0.315 1.000 -0.044 -0.089 -0.107 0.023 | -| omega_p | -0.004 -0.074 -0.002 0.615 -0.031 -0.023 -0.044 0.145 0.049 0.110 -0.025 -0.028 -0.022 -0.244 0.019 -0.160 -0.243 0.006 -0.019 -0.044 1.000 0.016 0.036 0.036 | -| p4415_s | 0.131 0.086 0.320 0.022 0.074 0.020 -0.059 -0.025 -0.033 -0.037 -0.057 -0.011 0.034 -0.001 0.003 0.001 -0.026 -0.020 0.035 -0.089 0.016 1.000 0.231 -0.101 | -| Ctt | 0.390 0.414 0.246 0.026 -0.226 0.069 -0.446 0.090 0.019 0.072 -0.453 -0.062 -0.112 -0.000 -0.006 0.041 0.022 -0.327 -0.635 -0.107 0.036 0.231 1.000 -0.297 | -| p3770_p | -0.284 -0.678 -0.161 0.057 0.160 0.184 0.309 -0.164 0.060 0.133 0.277 -0.009 -0.085 -0.002 0.012 -0.013 -0.041 0.125 0.216 0.023 0.036 -0.101 -0.297 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18637028829574975}), (, {'error': 0.5845834444843632}), (, {'error': 0.17491658597968185}), (, {'error': 0.404089963698431}), (, {'error': 0.2288316586384216}), (, {'error': 0.0372537889466793}), (, {'error': 0.1452054416389963}), (, {'error': 0.0637868227763203}), (, {'error': 0.4243368266417032}), (, {'error': 0.8672492041658915}), (, {'error': 0.04313145185620959}), (, {'error': 0.9130597323538323}), (, {'error': 0.3931350528873059}), (, {'error': 3.6166214360425974}), (, {'error': 0.1710393871343001}), (, {'error': 0.5341175639662805}), (, {'error': 0.029935115802909973}), (, {'error': 0.2551801681016459}), (, {'error': 0.09159348120406752}), (, {'error': 0.26907613566816213}), (, {'error': 0.24223464490258406}), (, {'error': 0.191020605411866}), (, {'error': 0.1990266528143586}), (, {'error': 0.15898931089011747})]) -Toy 18/25 -Time taken: 1 h, 53 min -Projected time left: 44 min, 6 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1532 (1532 total) | -| EDM = 0.000194 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297204.7177953861 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.05 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 0.21 | 0.53 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 1.73 | 0.16 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 4.09 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.26 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 1.08 | 0.07 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 15.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 5.69 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 17| p3770_s | 2.88 | 0.26 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.14 | 0.10 | | | -2 | 2 | | -| 19| p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.12 | 0.33 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.13 | 0.05 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.35 | 0.18 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.48 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.064 0.082 -0.015 -0.252 -0.073 -0.485 0.059 -0.012 0.218 -0.117 -0.028 -0.054 0.017 0.005 0.072 -0.001 0.011 -0.213 -0.002 0.004 -0.025 0.288 -0.152 | -| Dbar_p | 0.064 1.000 0.026 0.020 -0.418 -0.439 -0.415 -0.044 -0.285 -0.212 -0.623 -0.007 0.179 -0.013 -0.010 -0.000 0.006 -0.483 -0.116 0.002 -0.008 -0.027 -0.184 -0.469 | -| p4160_s | 0.082 0.026 1.000 -0.014 0.234 -0.077 -0.145 0.049 -0.014 0.155 -0.094 -0.032 -0.052 0.018 0.006 0.079 0.000 -0.029 -0.226 -0.006 0.004 -0.025 0.206 -0.058 | -| rho_s | -0.015 0.020 -0.014 1.000 0.016 0.002 0.014 0.257 -0.031 -0.151 0.043 -0.000 0.021 -0.445 0.021 0.090 -0.331 0.020 0.098 0.000 -0.076 -0.002 -0.042 0.028 | -| p4040_p | -0.252 -0.418 0.234 0.016 1.000 0.058 0.446 -0.009 -0.083 -0.129 0.362 0.000 -0.119 -0.008 0.006 -0.010 -0.045 0.205 0.178 -0.002 -0.000 0.030 -0.234 0.401 | -| psi2s_p | -0.073 -0.439 -0.077 0.002 0.058 1.000 0.120 0.021 -0.017 0.070 0.312 -0.007 -0.117 0.001 0.006 0.013 -0.020 -0.076 0.016 -0.000 0.002 0.007 0.301 0.252 | -| p4160_p | -0.485 -0.415 -0.145 0.014 0.446 0.120 1.000 -0.011 -0.137 -0.158 0.401 0.007 -0.106 -0.009 0.005 -0.022 -0.035 0.250 0.185 -0.003 -0.000 0.041 -0.257 0.396 | -| bplus_1 | 0.059 -0.044 0.049 0.257 -0.009 0.021 -0.011 1.000 0.037 0.159 0.039 -0.064 -0.018 -0.137 0.024 -0.059 -0.896 -0.024 -0.111 -0.001 -0.037 0.006 0.070 -0.082 | -| DDstar_s | -0.012 -0.285 -0.014 -0.031 -0.083 -0.017 -0.137 0.037 1.000 0.251 -0.107 0.002 -0.043 0.015 -0.005 0.007 0.047 -0.030 -0.094 -0.000 0.004 -0.012 0.104 -0.033 | -| DDstar_p | 0.218 -0.212 0.155 -0.151 -0.129 0.070 -0.158 0.159 0.251 1.000 -0.021 0.023 0.082 0.071 -0.017 0.011 0.235 -0.098 -0.352 -0.006 0.021 0.006 0.138 -0.260 | -| jpsi_p | -0.117 -0.623 -0.094 0.043 0.362 0.312 0.401 0.039 -0.107 -0.021 1.000 -0.018 -0.084 -0.024 0.008 -0.007 -0.131 0.416 0.315 0.001 -0.005 0.023 -0.181 0.361 | -| phi_s | -0.028 -0.007 -0.032 -0.000 0.000 -0.007 0.007 -0.064 0.002 0.023 -0.018 1.000 -0.012 0.046 0.451 0.083 0.070 -0.014 0.085 0.001 0.013 -0.001 -0.049 -0.003 | -| Dbar_s | -0.054 0.179 -0.052 0.021 -0.119 -0.117 -0.106 -0.018 -0.043 0.082 -0.084 -0.012 1.000 -0.008 0.002 0.016 -0.032 -0.141 -0.018 0.001 -0.003 -0.011 -0.200 0.021 | -| omega_s | 0.017 -0.013 0.018 -0.445 -0.008 0.001 -0.009 -0.137 0.015 0.071 -0.024 0.046 -0.008 1.000 -0.007 0.235 0.167 -0.006 -0.087 -0.000 0.518 0.002 0.035 -0.016 | -| phi_p | 0.005 -0.010 0.006 0.021 0.006 0.006 0.005 0.024 -0.005 -0.017 0.008 0.451 0.002 -0.007 1.000 0.097 -0.037 0.011 -0.015 -0.000 -0.003 0.001 0.006 0.006 | -| rho_p | 0.072 -0.000 0.079 0.090 -0.010 0.013 -0.022 -0.059 0.007 0.011 -0.007 0.083 0.016 0.235 0.097 1.000 0.058 0.019 -0.274 -0.001 -0.083 0.004 0.130 -0.013 | -| bplus_0 | -0.001 0.006 0.000 -0.331 -0.045 -0.020 -0.035 -0.896 0.047 0.235 -0.131 0.070 -0.032 0.167 -0.037 0.058 1.000 -0.061 -0.167 0.000 0.045 0.001 0.068 -0.041 | -| p3770_s | 0.011 -0.483 -0.029 0.020 0.205 -0.076 0.250 -0.024 -0.030 -0.098 0.416 -0.014 -0.141 -0.006 0.011 0.019 -0.061 1.000 0.174 -0.000 0.000 0.015 -0.054 0.121 | -| bplus_2 | -0.213 -0.116 -0.226 0.098 0.178 0.016 0.185 -0.111 -0.094 -0.352 0.315 0.085 -0.018 -0.087 -0.015 -0.274 -0.167 0.174 1.000 0.004 -0.020 -0.012 -0.664 0.179 | -| p4415_p | -0.002 0.002 -0.006 0.000 -0.002 -0.000 -0.003 -0.001 -0.000 -0.006 0.001 0.001 0.001 -0.000 -0.000 -0.001 0.000 -0.000 0.004 1.000 -0.000 -0.029 -0.006 0.001 | -| omega_p | 0.004 -0.008 0.004 -0.076 -0.000 0.002 -0.000 -0.037 0.004 0.021 -0.005 0.013 -0.003 0.518 -0.003 -0.083 0.045 0.000 -0.020 -0.000 1.000 0.001 0.008 -0.003 | -| p4415_s | -0.025 -0.027 -0.025 -0.002 0.030 0.007 0.041 0.006 -0.012 0.006 0.023 -0.001 -0.011 0.002 0.001 0.004 0.001 0.015 -0.012 -0.029 0.001 1.000 -0.007 0.022 | -| Ctt | 0.288 -0.184 0.206 -0.042 -0.234 0.301 -0.257 0.070 0.104 0.138 -0.181 -0.049 -0.200 0.035 0.006 0.130 0.068 -0.054 -0.664 -0.006 0.008 -0.007 1.000 -0.016 | -| p3770_p | -0.152 -0.469 -0.058 0.028 0.401 0.252 0.396 -0.082 -0.033 -0.260 0.361 -0.003 0.021 -0.016 0.006 -0.013 -0.041 0.121 0.179 0.001 -0.003 0.022 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16378529936204717}), (, {'error': 0.5286586927367192}), (, {'error': 0.15977643436914446}), (, {'error': 0.34065511614603416}), (, {'error': 0.20654817061443076}), (, {'error': 0.03521190598466539}), (, {'error': 0.13873655154970344}), (, {'error': 0.07050871706298101}), (, {'error': 0.3958623926510385}), (, {'error': 0.4338367225207076}), (, {'error': 0.03273011062468267}), (, {'error': 0.9246908153291216}), (, {'error': 0.3870108668771675}), (, {'error': 1.261969659172462}), (, {'error': 0.18472889242424362}), (, {'error': 0.3224341202815064}), (, {'error': 0.03527588630326861}), (, {'error': 0.2616446799418808}), (, {'error': 0.1032126243372331}), (, {'error': 0.11871355224106628}), (, {'error': 0.3272924943332667}), (, {'error': 0.048960650775988365}), (, {'error': 0.17892343663200927}), (, {'error': 0.12827723970462035})]) -Toy 19/25 -Time taken: 2 h, 1 min -Projected time left: 38 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1386 (1386 total) | -| EDM = 1.35E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297355.9723657321 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.03 | 0.16 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -3.72 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -3.10 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 6.00 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -1.560 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 13| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 5.87 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.19 | 0.38 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.485 | 0.020 | | | -2 | 2 | | -| 17| p3770_s | 3.73 | 0.22 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.41 | 0.06 | | | -2 | 2 | | -| 19| p4415_p | -1.08 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 1.06 | 0.24 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.74 | 0.17 | | |0.126447 | 2.35355 | | -| 22| Ctt | -1.50 | 0.30 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.39 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.006 -0.010 0.012 -0.233 0.061 0.009 0.067 0.001 -0.097 -0.067 0.000 -0.013 -0.001 0.002 0.005 0.013 0.103 -0.115 -0.199 0.006 -0.075 0.219 -0.142 | -| Dbar_p | 0.006 1.000 0.003 0.052 -0.003 0.126 0.001 0.139 0.004 -0.082 0.455 -0.019 0.016 0.002 0.008 0.057 0.049 0.119 0.092 -0.072 0.024 -0.009 -0.065 0.470 | -| p4160_s | -0.010 0.003 1.000 0.000 -0.005 -0.000 -0.002 -0.001 0.000 0.011 0.007 -0.000 0.001 0.000 0.000 0.001 0.000 0.002 0.006 0.006 0.000 0.006 -0.007 0.009 | -| rho_s | 0.012 0.052 0.000 1.000 0.023 0.015 -0.000 -0.195 -0.003 0.021 -0.003 0.046 -0.002 -0.094 0.043 0.247 0.243 0.025 0.024 0.001 0.637 0.023 0.011 0.023 | -| p4040_p | -0.233 -0.003 -0.005 0.023 1.000 -0.185 -0.003 0.026 0.019 0.238 0.066 -0.021 0.029 0.009 0.003 0.051 0.021 0.099 0.097 -0.029 0.004 0.097 -0.100 0.140 | -| psi2s_p | 0.061 0.126 -0.000 0.015 -0.185 1.000 0.003 0.100 0.014 0.159 0.067 -0.003 0.024 0.001 0.001 0.002 0.002 -0.385 -0.129 -0.075 0.007 -0.071 0.036 0.170 | -| p4160_p | 0.009 0.001 -0.002 -0.000 -0.003 0.003 1.000 -0.001 -0.000 -0.001 0.001 0.000 -0.000 -0.000 -0.000 -0.001 -0.000 -0.000 -0.001 0.004 -0.000 -0.002 -0.000 -0.000 | -| bplus_1 | 0.067 0.139 -0.001 -0.195 0.026 0.100 -0.001 1.000 -0.021 0.091 0.089 0.016 -0.010 0.034 0.002 0.076 -0.922 0.032 -0.045 -0.122 -0.137 0.056 -0.081 0.052 | -| DDstar_s | 0.001 0.004 0.000 -0.003 0.019 0.014 -0.000 -0.021 1.000 0.007 0.013 -0.000 -0.001 0.000 0.000 0.001 -0.000 0.005 0.019 0.010 -0.002 0.009 0.004 -0.001 | -| DDstar_p | -0.097 -0.082 0.011 0.021 0.238 0.159 -0.001 0.091 0.007 1.000 0.368 -0.002 -0.004 -0.002 0.005 0.009 0.020 0.210 -0.049 0.078 0.014 -0.007 0.005 0.219 | -| jpsi_p | -0.067 0.455 0.007 -0.003 0.066 0.067 0.001 0.089 0.013 0.368 1.000 0.003 0.023 -0.005 -0.022 -0.088 -0.036 0.140 0.041 0.042 0.014 -0.039 0.108 0.286 | -| phi_s | 0.000 -0.019 -0.000 0.046 -0.021 -0.003 0.000 0.016 -0.000 -0.002 0.003 1.000 0.000 0.001 0.605 0.122 -0.019 -0.020 -0.071 -0.016 -0.003 -0.012 -0.016 -0.010 | -| Dbar_s | -0.013 0.016 0.001 -0.002 0.029 0.024 -0.000 -0.010 -0.001 -0.004 0.023 0.000 1.000 0.000 0.000 0.000 0.001 0.028 -0.001 0.010 -0.001 0.003 0.013 0.018 | -| omega_s | -0.001 0.002 0.000 -0.094 0.009 0.001 -0.000 0.034 0.000 -0.002 -0.005 0.001 0.000 1.000 0.025 0.025 -0.034 0.006 0.044 0.008 -0.434 0.004 0.005 -0.001 | -| phi_p | 0.002 0.008 0.000 0.043 0.003 0.001 -0.000 0.002 0.000 0.005 -0.022 0.605 0.000 0.025 1.000 0.105 0.010 0.003 0.021 0.002 0.013 0.004 -0.003 -0.000 | -| rho_p | 0.005 0.057 0.001 0.247 0.051 0.002 -0.001 0.076 0.001 0.009 -0.088 0.122 0.000 0.025 0.105 1.000 -0.043 0.041 0.265 0.046 -0.086 0.037 0.040 0.008 | -| bplus_0 | 0.013 0.049 0.000 0.243 0.021 0.002 -0.000 -0.922 -0.000 0.020 -0.036 -0.019 0.001 -0.034 0.010 -0.043 1.000 0.044 -0.148 0.001 0.158 0.022 -0.016 0.038 | -| p3770_s | 0.103 0.119 0.002 0.025 0.099 -0.385 -0.000 0.032 0.005 0.210 0.140 -0.020 0.028 0.006 0.003 0.041 0.044 1.000 0.041 0.008 0.008 0.029 -0.173 -0.103 | -| bplus_2 | -0.115 0.092 0.006 0.024 0.097 -0.129 -0.001 -0.045 0.019 -0.049 0.041 -0.071 -0.001 0.044 0.021 0.265 -0.148 0.041 1.000 0.309 -0.037 0.008 0.488 0.038 | -| p4415_p | -0.199 -0.072 0.006 0.001 -0.029 -0.075 0.004 -0.122 0.010 0.078 0.042 -0.016 0.010 0.008 0.002 0.046 0.001 0.008 0.309 1.000 -0.007 0.011 -0.033 0.059 | -| omega_p | 0.006 0.024 0.000 0.637 0.004 0.007 -0.000 -0.137 -0.002 0.014 0.014 -0.003 -0.001 -0.434 0.013 -0.086 0.158 0.008 -0.037 -0.007 1.000 0.006 0.000 0.015 | -| p4415_s | -0.075 -0.009 0.006 0.023 0.097 -0.071 -0.002 0.056 0.009 -0.007 -0.039 -0.012 0.003 0.004 0.004 0.037 0.022 0.029 0.008 0.011 0.006 1.000 0.114 -0.016 | -| Ctt | 0.219 -0.065 -0.007 0.011 -0.100 0.036 -0.000 -0.081 0.004 0.005 0.108 -0.016 0.013 0.005 -0.003 0.040 -0.016 -0.173 0.488 -0.033 0.000 0.114 1.000 -0.108 | -| p3770_p | -0.142 0.470 0.009 0.023 0.140 0.170 -0.000 0.052 -0.001 0.219 0.286 -0.010 0.018 -0.001 -0.000 0.008 0.038 -0.103 0.038 0.059 0.015 -0.016 -0.108 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1572505784934714}), (, {'error': 0.28090943940355784}), (, {'error': 0.013220803916537405}), (, {'error': 0.37406440972713256}), (, {'error': 0.14710833394745015}), (, {'error': 0.03219101913083744}), (, {'error': 0.009421922572373731}), (, {'error': 0.03720699124167015}), (, {'error': 0.01240147984627643}), (, {'error': 0.2465942976819946}), (, {'error': 0.030936075912697092}), (, {'error': 0.9982000884198001}), (, {'error': 0.015329847716519407}), (, {'error': 3.596822798132771}), (, {'error': 0.214116044683772}), (, {'error': 0.3831041364900809}), (, {'error': 0.02015355116842943}), (, {'error': 0.2188852991819239}), (, {'error': 0.06400984335378668}), (, {'error': 0.261888089243123}), (, {'error': 0.23679259792491303}), (, {'error': 0.17460339396253305}), (, {'error': 0.302436211249999}), (, {'error': 0.09702865952597861})]) -Toy 20/25 -Time taken: 2 h, 8 min -Projected time left: 32 min -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1255 (1255 total) | -| EDM = 0.00421 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297160.45399063744 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 0.96 | 0.22 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -0.7 | 1.5 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.23 | 0.21 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.28 | 0.31 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.65 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.99 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -1.08 | 0.07 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -0.24 | 1.96 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 18.4 | 1.5 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.31 | 0.30 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.543 | 0.025 | | | -2 | 2 | | -| 17| p3770_s | 1.94 | 0.28 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.06 | 0.11 | | | -2 | 2 | | -| 19| p4415_p | 4.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.18 | 0.35 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.13 | 0.19 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.09 | 0.21 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.83 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.614 0.415 -0.099 0.254 0.227 0.201 -0.371 -0.505 -0.574 0.282 0.014 -0.380 0.036 0.015 -0.037 -0.116 0.236 0.297 0.392 0.024 0.140 0.380 -0.508 | -| Dbar_p | -0.614 1.000 -0.599 0.165 -0.524 -0.280 -0.581 0.613 0.650 0.898 -0.395 -0.054 0.590 -0.046 -0.045 0.129 0.213 -0.202 -0.404 -0.743 -0.031 -0.046 -0.288 0.773 | -| p4160_s | 0.415 -0.599 1.000 -0.096 0.560 0.224 0.388 -0.373 -0.504 -0.603 0.337 0.009 -0.376 0.037 0.013 -0.025 -0.104 0.224 0.309 0.435 0.026 0.245 0.285 -0.434 | -| rho_s | -0.099 0.165 -0.096 1.000 -0.104 -0.059 -0.117 -0.003 0.165 0.159 -0.088 -0.003 0.092 -0.394 0.034 0.174 0.239 -0.041 -0.080 -0.144 -0.131 0.010 -0.038 0.129 | -| p4040_p | 0.254 -0.524 0.560 -0.104 1.000 0.349 0.756 -0.375 -0.562 -0.729 0.684 0.041 -0.371 0.029 0.039 -0.090 -0.128 0.401 0.147 0.710 0.024 0.002 -0.189 -0.212 | -| psi2s_p | 0.227 -0.280 0.224 -0.059 0.349 1.000 0.455 -0.213 -0.421 -0.474 0.529 0.025 -0.198 0.016 0.026 -0.051 -0.080 0.089 0.105 0.420 0.014 -0.003 0.107 -0.100 | -| p4160_p | 0.201 -0.581 0.388 -0.117 0.756 0.455 1.000 -0.421 -0.622 -0.819 0.783 0.055 -0.446 0.030 0.051 -0.117 -0.154 0.473 0.157 0.821 0.025 -0.041 -0.220 -0.256 | -| bplus_1 | -0.371 0.613 -0.373 -0.003 -0.375 -0.213 -0.421 1.000 0.608 0.571 -0.290 -0.037 0.342 0.028 -0.046 0.097 -0.520 -0.141 -0.485 -0.535 0.010 0.040 -0.231 0.471 | -| DDstar_s | -0.505 0.650 -0.504 0.165 -0.562 -0.421 -0.622 0.608 1.000 0.753 -0.604 -0.043 0.525 -0.052 -0.040 0.104 0.198 -0.304 -0.379 -0.710 -0.037 -0.037 -0.081 0.501 | -| DDstar_p | -0.574 0.898 -0.603 0.159 -0.729 -0.474 -0.819 0.571 0.753 1.000 -0.704 -0.067 0.643 -0.043 -0.059 0.142 0.214 -0.418 -0.303 -0.875 -0.033 -0.005 -0.088 0.595 | -| jpsi_p | 0.282 -0.395 0.337 -0.088 0.684 0.529 0.783 -0.290 -0.604 -0.704 1.000 0.030 -0.362 0.018 0.032 -0.096 -0.113 0.549 -0.011 0.679 0.017 -0.073 -0.310 -0.148 | -| phi_s | 0.014 -0.054 0.009 -0.003 0.041 0.025 0.055 -0.037 -0.043 -0.067 0.030 1.000 -0.037 -0.060 0.847 -0.194 -0.014 0.014 -0.112 0.045 0.006 -0.014 -0.047 -0.031 | -| Dbar_s | -0.380 0.590 -0.376 0.092 -0.371 -0.198 -0.446 0.342 0.525 0.643 -0.362 -0.037 1.000 -0.025 -0.032 0.080 0.125 -0.133 -0.213 -0.512 -0.018 -0.025 0.031 0.416 | -| omega_s | 0.036 -0.046 0.037 -0.394 0.029 0.016 0.030 0.028 -0.052 -0.043 0.018 -0.060 -0.025 1.000 -0.119 0.226 -0.105 0.012 0.078 0.044 0.711 0.001 0.033 -0.041 | -| phi_p | 0.015 -0.045 0.013 0.034 0.039 0.026 0.051 -0.046 -0.040 -0.059 0.032 0.847 -0.032 -0.119 1.000 -0.248 0.005 0.019 -0.079 0.042 -0.027 -0.010 -0.033 -0.024 | -| rho_p | -0.037 0.129 -0.025 0.174 -0.090 -0.051 -0.117 0.097 0.104 0.142 -0.096 -0.194 0.080 0.226 -0.248 1.000 0.021 -0.034 0.230 -0.100 0.029 0.028 0.112 0.081 | -| bplus_0 | -0.116 0.213 -0.104 0.239 -0.128 -0.080 -0.154 -0.520 0.198 0.214 -0.113 -0.014 0.125 -0.105 0.005 0.021 1.000 -0.035 -0.027 -0.181 -0.057 0.021 -0.023 0.172 | -| p3770_s | 0.236 -0.202 0.224 -0.041 0.401 0.089 0.473 -0.141 -0.304 -0.418 0.549 0.014 -0.133 0.012 0.019 -0.034 -0.035 1.000 -0.026 0.402 0.012 -0.018 -0.219 -0.145 | -| bplus_2 | 0.297 -0.404 0.309 -0.080 0.147 0.105 0.157 -0.485 -0.379 -0.303 -0.011 -0.112 -0.213 0.078 -0.079 0.230 -0.027 -0.026 1.000 0.332 0.046 -0.004 0.684 -0.338 | -| p4415_p | 0.392 -0.743 0.435 -0.144 0.710 0.420 0.821 -0.535 -0.710 -0.875 0.679 0.045 -0.512 0.044 0.042 -0.100 -0.181 0.402 0.332 1.000 0.033 -0.067 -0.002 -0.447 | -| omega_p | 0.024 -0.031 0.026 -0.131 0.024 0.014 0.025 0.010 -0.037 -0.033 0.017 0.006 -0.018 0.711 -0.027 0.029 -0.057 0.012 0.046 0.033 1.000 0.001 0.017 -0.026 | -| p4415_s | 0.140 -0.046 0.245 0.010 0.002 -0.003 -0.041 0.040 -0.037 -0.005 -0.073 -0.014 -0.025 0.001 -0.010 0.028 0.021 -0.018 -0.004 -0.067 0.001 1.000 0.243 -0.082 | -| Ctt | 0.380 -0.288 0.285 -0.038 -0.189 0.107 -0.220 -0.231 -0.081 -0.088 -0.310 -0.047 0.031 0.033 -0.033 0.112 -0.023 -0.219 0.684 -0.002 0.017 0.243 1.000 -0.332 | -| p3770_p | -0.508 0.773 -0.434 0.129 -0.212 -0.100 -0.256 0.471 0.501 0.595 -0.148 -0.031 0.416 -0.041 -0.024 0.081 0.172 -0.145 -0.338 -0.447 -0.026 -0.082 -0.332 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21736024390076364}), (, {'error': 1.476438210184774}), (, {'error': 0.20954553440900292}), (, {'error': 0.3095115715378228}), (, {'error': 0.3101944535570029}), (, {'error': 0.04001154552631281}), (, {'error': 0.22484821171199076}), (, {'error': 0.06620280074101725}), (, {'error': 0.5974400364636084}), (, {'error': 1.9621927723325792}), (, {'error': 0.05400513792213335}), (, {'error': 1.4772263707796416}), (, {'error': 0.41556334667334954}), (, {'error': 1.329134766377901}), (, {'error': 0.3298982279064573}), (, {'error': 0.30011726780460357}), (, {'error': 0.02471304759866122}), (, {'error': 0.2767485177944413}), (, {'error': 0.11190334650772993}), (, {'error': 0.40544382894699993}), (, {'error': 0.34606335252552567}), (, {'error': 0.1890469080065883}), (, {'error': 0.21155560226926895}), (, {'error': 0.2335534840896567})]) -Toy 21/25 -Time taken: 2 h, 15 min -Projected time left: 25 min, 40 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1369 (1369 total) | -| EDM = 0.00247 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297317.3387547549 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.22 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | -2.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 1.90 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | 3.16 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.930 | 0.025 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.67 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 13| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 6.18 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.450 | 0.012 | | | -2 | 2 | | -| 17| p3770_s | 2.26 | 0.26 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.05 | 0.07 | | | -2 | 2 | | -| 19| p4415_p | -2.54 | 0.30 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -5.26 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.13 | 0.18 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.06 | 0.22 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.90 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.301 -0.006 -0.008 0.116 0.237 0.021 0.050 -0.142 -0.305 0.271 0.000 -0.022 -0.000 0.005 0.003 0.037 0.238 -0.055 0.120 0.002 0.113 -0.035 0.037 | -| Dbar_p | 0.301 1.000 0.312 -0.062 0.587 0.465 0.668 0.261 -0.348 -0.884 0.749 0.022 0.092 -0.000 0.010 0.005 0.253 0.247 -0.226 0.648 -0.028 0.024 -0.738 0.351 | -| p4160_s | -0.006 0.312 1.000 -0.027 0.493 0.228 0.284 0.125 -0.167 -0.398 0.357 -0.005 -0.032 0.002 0.005 0.007 0.099 0.222 -0.135 0.248 -0.006 0.274 -0.137 0.154 | -| rho_s | -0.008 -0.062 -0.027 1.000 -0.094 -0.073 -0.107 0.018 0.058 0.105 -0.103 0.002 0.022 -0.068 0.016 0.011 -0.178 -0.062 0.023 -0.094 0.641 0.032 0.065 -0.048 | -| p4040_p | 0.116 0.587 0.493 -0.094 1.000 0.453 0.666 0.352 -0.273 -0.779 0.742 0.025 0.034 0.003 0.008 0.007 0.333 0.383 -0.199 0.673 -0.049 0.029 -0.540 0.360 | -| psi2s_p | 0.237 0.465 0.228 -0.073 0.453 1.000 0.511 0.275 -0.228 -0.631 0.613 0.024 0.041 0.002 0.006 0.004 0.267 0.111 -0.166 0.500 -0.039 0.011 -0.256 0.258 | -| p4160_p | 0.021 0.668 0.284 -0.107 0.666 0.511 1.000 0.397 -0.283 -0.836 0.794 0.034 0.058 0.003 0.008 0.006 0.388 0.384 -0.234 0.777 -0.059 -0.042 -0.650 0.374 | -| bplus_1 | 0.050 0.261 0.125 0.018 0.352 0.275 0.397 1.000 -0.213 -0.406 0.383 0.005 -0.068 -0.006 0.010 -0.007 -0.460 0.205 -0.284 0.373 0.018 -0.125 -0.205 0.145 | -| DDstar_s | -0.142 -0.348 -0.167 0.058 -0.273 -0.228 -0.283 -0.213 1.000 0.377 -0.336 -0.017 -0.030 -0.002 -0.003 -0.004 -0.204 -0.132 0.132 -0.299 0.032 -0.015 0.265 -0.091 | -| DDstar_p | -0.305 -0.884 -0.398 0.105 -0.779 -0.631 -0.836 -0.406 0.377 1.000 -0.917 -0.039 -0.025 -0.001 -0.012 -0.006 -0.392 -0.438 0.238 -0.806 0.056 0.009 0.699 -0.375 | -| jpsi_p | 0.271 0.749 0.357 -0.103 0.742 0.613 0.794 0.383 -0.336 -0.917 1.000 0.027 0.071 0.004 0.005 0.006 0.351 0.465 -0.158 0.753 -0.055 -0.029 -0.679 0.332 | -| phi_s | 0.000 0.022 -0.005 0.002 0.025 0.024 0.034 0.005 -0.017 -0.039 0.027 1.000 -0.005 -0.004 0.683 0.016 0.041 0.010 0.084 0.024 0.016 -0.007 -0.047 0.012 | -| Dbar_s | -0.022 0.092 -0.032 0.022 0.034 0.041 0.058 -0.068 -0.030 -0.025 0.071 -0.005 1.000 -0.002 0.002 -0.001 -0.068 0.037 0.029 0.016 0.016 -0.004 -0.098 0.168 | -| omega_s | -0.000 -0.000 0.002 -0.068 0.003 0.002 0.003 -0.006 -0.002 -0.001 0.004 -0.004 -0.002 1.000 0.007 -0.001 0.009 0.003 -0.013 0.003 -0.306 -0.002 0.001 0.001 | -| phi_p | 0.005 0.010 0.005 0.016 0.008 0.006 0.008 0.010 -0.003 -0.012 0.005 0.683 0.002 0.007 1.000 0.013 -0.008 0.003 0.003 0.008 0.042 0.002 -0.010 0.001 | -| rho_p | 0.003 0.005 0.007 0.011 0.007 0.004 0.006 -0.007 -0.004 -0.006 0.006 0.016 -0.001 -0.001 0.013 1.000 0.011 0.006 -0.036 0.008 -0.033 -0.002 0.003 0.002 | -| bplus_0 | 0.037 0.253 0.099 -0.178 0.333 0.267 0.388 -0.460 -0.204 -0.392 0.351 0.041 -0.068 0.009 -0.008 0.011 1.000 0.199 -0.193 0.347 -0.107 -0.121 -0.208 0.177 | -| p3770_s | 0.238 0.247 0.222 -0.062 0.383 0.111 0.384 0.205 -0.132 -0.438 0.465 0.010 0.037 0.003 0.003 0.006 0.199 1.000 -0.082 0.386 -0.031 0.005 -0.285 -0.044 | -| bplus_2 | -0.055 -0.226 -0.135 0.023 -0.199 -0.166 -0.234 -0.284 0.132 0.238 -0.158 0.084 0.029 -0.013 0.003 -0.036 -0.193 -0.082 1.000 -0.272 -0.025 0.128 -0.212 -0.152 | -| p4415_p | 0.120 0.648 0.248 -0.094 0.673 0.500 0.777 0.373 -0.299 -0.806 0.753 0.024 0.016 0.003 0.008 0.008 0.347 0.386 -0.272 1.000 -0.048 -0.102 -0.548 0.341 | -| omega_p | 0.002 -0.028 -0.006 0.641 -0.049 -0.039 -0.059 0.018 0.032 0.056 -0.055 0.016 0.016 -0.306 0.042 -0.033 -0.107 -0.031 -0.025 -0.048 1.000 0.021 0.045 -0.025 | -| p4415_s | 0.113 0.024 0.274 0.032 0.029 0.011 -0.042 -0.125 -0.015 0.009 -0.029 -0.007 -0.004 -0.002 0.002 -0.002 -0.121 0.005 0.128 -0.102 0.021 1.000 0.131 -0.046 | -| Ctt | -0.035 -0.738 -0.137 0.065 -0.540 -0.256 -0.650 -0.205 0.265 0.699 -0.679 -0.047 -0.098 0.001 -0.010 0.003 -0.208 -0.285 -0.212 -0.548 0.045 0.131 1.000 -0.294 | -| p3770_p | 0.037 0.351 0.154 -0.048 0.360 0.258 0.374 0.145 -0.091 -0.375 0.332 0.012 0.168 0.001 0.001 0.002 0.177 -0.044 -0.152 0.341 -0.025 -0.046 -0.294 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17193581456211238}), (, {'error': 0.7882209353384191}), (, {'error': 0.17261932698601234}), (, {'error': 0.350717122006157}), (, {'error': 0.23115899885253466}), (, {'error': 0.040899060458591485}), (, {'error': 0.1967421248490686}), (, {'error': 0.025021090756438324}), (, {'error': 0.06138850242111643}), (, {'error': 7.041113764479706}), (, {'error': 0.05894942207412557}), (, {'error': 1.1068915366278684}), (, {'error': 0.10477698165052374}), (, {'error': 3.247501766998747}), (, {'error': 0.24993410133208016}), (, {'error': 0.08007341725290562}), (, {'error': 0.012141596021662537}), (, {'error': 0.2552874654049786}), (, {'error': 0.06952620141361787}), (, {'error': 0.3028122043296462}), (, {'error': 0.22269815756759748}), (, {'error': 0.18037160152462706}), (, {'error': 0.22227117363240678}), (, {'error': 0.12707214474264128})]) -Toy 22/25 -Time taken: 2 h, 22 min -Projected time left: 19 min, 21 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1257 (1257 total) | -| EDM = 2.87E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297291.0280863407 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.04 | 0.18 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.15 | 0.18 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.883 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.591 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 19.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 13| omega_s | 7.3 | 2.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -6.06 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.399 | 0.031 | | | -2 | 2 | | -| 17| p3770_s | 3.79 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | -2.38 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.47 | 0.20 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.60 | 0.21 | | | -1.5 | 1.5 | | -| 23| p3770_p | 3.62 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.061 0.083 0.040 -0.217 0.035 -0.527 0.035 -0.005 -0.147 0.007 -0.032 -0.006 -0.001 0.002 0.029 -0.038 0.110 -0.125 -0.159 0.003 0.202 0.358 -0.155 | -| Dbar_p | -0.061 1.000 -0.063 0.046 -0.114 -0.061 -0.046 -0.090 -0.000 -0.184 0.186 -0.032 0.033 -0.028 -0.001 -0.018 -0.040 -0.080 0.045 -0.099 -0.015 0.075 -0.331 0.300 | -| p4160_s | 0.083 -0.063 1.000 0.049 0.306 -0.040 -0.155 0.018 0.002 -0.083 -0.014 -0.040 -0.001 0.001 0.002 0.043 -0.033 0.028 -0.154 -0.103 0.005 0.330 0.276 -0.072 | -| rho_s | 0.040 0.046 0.049 1.000 0.006 0.008 -0.007 0.206 0.001 0.054 -0.060 -0.018 0.001 -0.126 0.023 0.141 -0.256 0.018 -0.110 0.031 -0.000 0.017 0.050 -0.007 | -| p4040_p | -0.217 -0.114 0.306 0.006 1.000 -0.224 0.187 0.053 0.038 0.025 -0.102 -0.010 0.026 -0.003 -0.000 0.006 -0.028 -0.067 0.002 0.152 -0.002 -0.012 -0.221 0.121 | -| psi2s_p | 0.035 -0.061 -0.040 0.008 -0.224 1.000 -0.157 0.035 0.030 -0.076 -0.018 -0.011 0.032 -0.012 -0.001 -0.007 -0.022 -0.401 -0.046 -0.077 -0.009 0.044 0.243 -0.045 | -| p4160_p | -0.527 -0.046 -0.155 -0.007 0.187 -0.157 1.000 0.043 0.057 0.060 -0.059 -0.000 0.033 0.001 -0.001 0.005 -0.003 -0.045 -0.011 0.281 -0.001 -0.101 -0.305 0.156 | -| bplus_1 | 0.035 -0.090 0.018 0.206 0.053 0.035 0.043 1.000 -0.016 -0.222 -0.056 -0.178 -0.006 -0.258 -0.012 -0.354 -0.923 -0.040 -0.106 0.116 -0.150 -0.103 0.084 -0.143 | -| DDstar_s | -0.005 -0.000 0.002 0.001 0.038 0.030 0.057 -0.016 1.000 0.055 0.073 -0.001 -0.002 -0.002 -0.000 -0.003 0.002 0.035 0.012 0.033 -0.001 -0.003 -0.011 0.048 | -| DDstar_p | -0.147 -0.184 -0.083 0.054 0.025 -0.076 0.060 -0.222 0.055 1.000 0.009 -0.026 0.002 -0.065 -0.004 -0.088 -0.056 0.109 0.263 -0.136 -0.040 0.022 -0.035 0.206 | -| jpsi_p | 0.007 0.186 -0.014 -0.060 -0.102 -0.018 -0.059 -0.056 0.073 0.009 1.000 0.022 0.059 -0.046 -0.011 -0.078 0.087 -0.046 -0.157 -0.023 -0.046 -0.001 0.242 0.024 | -| phi_s | -0.032 -0.032 -0.040 -0.018 -0.010 -0.011 -0.000 -0.178 -0.001 -0.026 0.022 1.000 -0.001 0.173 0.233 0.181 0.202 -0.019 0.087 -0.031 0.130 -0.010 -0.048 0.003 | -| Dbar_s | -0.006 0.033 -0.001 0.001 0.026 0.032 0.033 -0.006 -0.002 0.002 0.059 -0.001 1.000 0.000 0.000 0.001 0.001 0.029 0.002 0.016 0.001 -0.001 -0.004 0.055 | -| omega_s | -0.001 -0.028 0.001 -0.126 -0.003 -0.012 0.001 -0.258 -0.002 -0.065 -0.046 0.173 0.000 1.000 0.030 0.519 0.298 -0.002 -0.095 0.007 0.864 -0.015 0.023 -0.009 | -| phi_p | 0.002 -0.001 0.002 0.023 -0.000 -0.001 -0.001 -0.012 -0.000 -0.004 -0.011 0.233 0.000 0.030 1.000 0.050 0.013 0.000 -0.012 0.002 0.029 -0.001 0.004 -0.002 | -| rho_p | 0.029 -0.018 0.043 0.141 0.006 -0.007 0.005 -0.354 -0.003 -0.088 -0.078 0.181 0.001 0.519 0.050 1.000 0.403 0.017 -0.280 0.045 0.295 -0.018 0.098 -0.013 | -| bplus_0 | -0.038 -0.040 -0.033 -0.256 -0.028 -0.022 -0.003 -0.923 0.002 -0.056 0.087 0.202 0.001 0.298 0.013 0.403 1.000 -0.006 -0.105 -0.038 0.173 -0.008 0.030 0.050 | -| p3770_s | 0.110 -0.080 0.028 0.018 -0.067 -0.401 -0.045 -0.040 0.035 0.109 -0.046 -0.019 0.029 -0.002 0.000 0.017 -0.006 1.000 0.035 -0.016 -0.001 0.032 -0.074 -0.250 | -| bplus_2 | -0.125 0.045 -0.154 -0.110 0.002 -0.046 -0.011 -0.106 0.012 0.263 -0.157 0.087 0.002 -0.095 -0.012 -0.280 -0.105 0.035 1.000 -0.222 -0.073 0.126 -0.670 0.085 | -| p4415_p | -0.159 -0.099 -0.103 0.031 0.152 -0.077 0.281 0.116 0.033 -0.136 -0.023 -0.031 0.016 0.007 0.002 0.045 -0.038 -0.016 -0.222 1.000 0.007 -0.167 0.044 0.008 | -| omega_p | 0.003 -0.015 0.005 -0.000 -0.002 -0.009 -0.001 -0.150 -0.001 -0.040 -0.046 0.130 0.001 0.864 0.029 0.295 0.173 -0.001 -0.073 0.007 1.000 -0.009 0.020 -0.009 | -| p4415_s | 0.202 0.075 0.330 0.017 -0.012 0.044 -0.101 -0.103 -0.003 0.022 -0.001 -0.010 -0.001 -0.015 -0.001 -0.018 -0.008 0.032 0.126 -0.167 -0.009 1.000 0.167 -0.051 | -| Ctt | 0.358 -0.331 0.276 0.050 -0.221 0.243 -0.305 0.084 -0.011 -0.035 0.242 -0.048 -0.004 0.023 0.004 0.098 0.030 -0.074 -0.670 0.044 0.020 0.167 1.000 -0.239 | -| p3770_p | -0.155 0.300 -0.072 -0.007 0.121 -0.045 0.156 -0.143 0.048 0.206 0.024 0.003 0.055 -0.009 -0.002 -0.013 0.050 -0.250 0.085 0.008 -0.009 -0.051 -0.239 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1765605867401689}), (, {'error': 0.3369454520119626}), (, {'error': 0.17536163533422244}), (, {'error': 0.36993750926562835}), (, {'error': 0.1785156837011681}), (, {'error': 0.03099973299310843}), (, {'error': 0.10095981826644707}), (, {'error': 0.05894425393658409}), (, {'error': 0.03205070013210004}), (, {'error': 0.3522791792165543}), (, {'error': 0.024360037638860632}), (, {'error': 0.9100636687209409}), (, {'error': 0.023957804318738174}), (, {'error': 1.984320062146156}), (, {'error': 0.1355447540591772}), (, {'error': 0.3066230719198155}), (, {'error': 0.031130124531055126}), (, {'error': 0.22683736682865963}), (, {'error': 0.08110950710793885}), (, {'error': 0.14676771893823748}), (, {'error': 0.5193882822563829}), (, {'error': 0.19905092191018026}), (, {'error': 0.2051637185575098}), (, {'error': 0.08736821394466876})]) -Toy 23/25 -Time taken: 2 h, 29 min -Projected time left: 12 min, 58 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1395 (1395 total) | -| EDM = 0.000727 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297130.1494758214 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.18 | 0.17 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.60 | 0.31 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.25 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.868 | 0.032 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.99 | 0.05 | | | -2 | 2 | | -| 8 | DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | 4.650 | 0.028 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 17.7 | 3.2 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.25 | 0.93 | | |-6.28319 | 6.28319 | | -| 15| rho_p | 6.08 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | 0.528 | 0.023 | | | -2 | 2 | | -| 17| p3770_s | 3.56 | 0.23 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | -0.26 | 0.10 | | | -2 | 2 | | -| 19| p4415_p | 3.68 | 0.24 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.83 | 0.20 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.67 | 0.23 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.71 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 -0.136 0.104 0.005 -0.271 -0.039 -0.566 -0.020 0.008 -0.132 -0.047 -0.024 -0.001 0.005 -0.019 0.051 0.020 0.068 0.143 -0.129 0.000 0.242 0.363 -0.184 | -| Dbar_p | -0.136 1.000 -0.108 0.042 0.001 -0.013 0.054 0.204 0.006 -0.107 0.277 -0.005 0.032 -0.011 -0.004 0.017 0.046 0.001 -0.122 -0.104 0.001 0.076 -0.354 0.429 | -| p4160_s | 0.104 -0.108 1.000 0.010 0.242 -0.087 -0.187 -0.021 0.011 -0.077 -0.045 -0.029 0.004 0.005 -0.023 0.061 0.034 -0.007 0.163 -0.046 0.000 0.343 0.274 -0.094 | -| rho_s | 0.005 0.042 0.010 1.000 0.005 0.007 0.005 -0.124 -0.000 0.059 0.018 0.040 0.000 -0.360 0.046 0.191 0.203 0.017 -0.015 -0.001 0.027 0.020 -0.006 0.035 | -| p4040_p | -0.271 0.001 0.242 0.005 1.000 -0.210 0.308 0.038 0.043 0.188 -0.051 -0.016 0.036 -0.002 -0.016 -0.006 0.016 -0.024 -0.116 0.128 0.001 -0.072 -0.355 0.213 | -| psi2s_p | -0.039 -0.013 -0.087 0.007 -0.210 1.000 -0.129 0.046 0.038 0.026 -0.011 -0.019 0.040 -0.002 -0.020 -0.005 -0.004 -0.402 -0.026 -0.098 0.001 0.057 0.153 0.032 | -| p4160_p | -0.566 0.054 -0.187 0.005 0.308 -0.129 1.000 0.032 0.056 0.249 0.011 -0.012 0.039 -0.003 -0.013 -0.015 0.011 0.025 -0.108 0.232 0.001 -0.185 -0.414 0.254 | -| bplus_1 | -0.020 0.204 -0.021 -0.124 0.038 0.046 0.032 1.000 -0.007 0.338 0.098 0.002 -0.003 0.053 -0.003 0.025 -0.829 0.086 -0.296 -0.073 -0.006 0.141 -0.205 0.164 | -| DDstar_s | 0.008 0.006 0.011 -0.000 0.043 0.038 0.056 -0.007 1.000 0.040 0.074 0.002 -0.003 -0.000 0.002 0.001 0.000 0.033 0.009 0.033 -0.000 -0.006 -0.004 0.032 | -| DDstar_p | -0.132 -0.107 -0.077 0.059 0.188 0.026 0.249 0.338 0.040 1.000 0.238 0.011 -0.002 -0.020 0.008 -0.017 0.038 0.191 -0.268 -0.051 0.002 0.008 -0.086 0.301 | -| jpsi_p | -0.047 0.277 -0.045 0.018 -0.051 -0.011 0.011 0.098 0.074 0.238 1.000 -0.062 0.065 -0.020 -0.069 -0.080 -0.027 -0.000 0.097 -0.037 0.007 0.006 0.183 0.159 | -| phi_s | -0.024 -0.005 -0.029 0.040 -0.016 -0.019 -0.012 0.002 0.002 0.011 -0.062 1.000 0.002 -0.106 0.975 0.039 -0.002 -0.023 -0.094 -0.031 -0.033 0.008 -0.032 -0.006 | -| Dbar_s | -0.001 0.032 0.004 0.000 0.036 0.040 0.039 -0.003 -0.003 -0.002 0.065 0.002 1.000 -0.000 0.002 0.002 0.002 0.037 0.006 0.018 -0.000 -0.003 0.005 0.050 | -| omega_s | 0.005 -0.011 0.005 -0.360 -0.002 -0.002 -0.003 0.053 -0.000 -0.020 -0.020 -0.106 -0.000 1.000 -0.121 0.325 -0.074 -0.003 0.036 0.007 -0.122 -0.008 0.010 -0.014 | -| phi_p | -0.019 -0.004 -0.023 0.046 -0.016 -0.020 -0.013 -0.003 0.002 0.008 -0.069 0.975 0.002 -0.121 1.000 0.027 0.003 -0.021 -0.073 -0.026 -0.032 0.006 -0.023 -0.007 | -| rho_p | 0.051 0.017 0.061 0.191 -0.006 -0.005 -0.015 0.025 0.001 -0.017 -0.080 0.039 0.002 0.325 0.027 1.000 -0.021 0.013 0.232 0.050 0.006 -0.012 0.097 -0.014 | -| bplus_0 | 0.020 0.046 0.034 0.203 0.016 -0.004 0.011 -0.829 0.000 0.038 -0.027 -0.002 0.002 -0.074 0.003 -0.021 1.000 0.045 -0.033 0.015 0.008 0.018 -0.002 0.053 | -| p3770_s | 0.068 0.001 -0.007 0.017 -0.024 -0.402 0.025 0.086 0.033 0.191 -0.000 -0.023 0.037 -0.003 -0.021 0.013 0.045 1.000 -0.129 -0.023 0.001 0.024 -0.191 -0.193 | -| bplus_2 | 0.143 -0.122 0.163 -0.015 -0.116 -0.026 -0.108 -0.296 0.009 -0.268 0.097 -0.094 0.006 0.036 -0.073 0.232 -0.033 -0.129 1.000 0.183 -0.001 -0.159 0.712 -0.143 | -| p4415_p | -0.129 -0.104 -0.046 -0.001 0.128 -0.098 0.232 -0.073 0.033 -0.051 -0.037 -0.031 0.018 0.007 -0.026 0.050 0.015 -0.023 0.183 1.000 0.000 -0.176 0.077 -0.007 | -| omega_p | 0.000 0.001 0.000 0.027 0.001 0.001 0.001 -0.006 -0.000 0.002 0.007 -0.033 -0.000 -0.122 -0.032 0.006 0.008 0.001 -0.001 0.000 1.000 0.001 -0.000 0.002 | -| p4415_s | 0.242 0.076 0.343 0.020 -0.072 0.057 -0.185 0.141 -0.006 0.008 0.006 0.008 -0.003 -0.008 0.006 -0.012 0.018 0.024 -0.159 -0.176 0.001 1.000 0.140 -0.046 | -| Ctt | 0.363 -0.354 0.274 -0.006 -0.355 0.153 -0.414 -0.205 -0.004 -0.086 0.183 -0.032 0.005 0.010 -0.023 0.097 -0.002 -0.191 0.712 0.077 -0.000 0.140 1.000 -0.270 | -| p3770_p | -0.184 0.429 -0.094 0.035 0.213 0.032 0.254 0.164 0.032 0.301 0.159 -0.006 0.050 -0.014 -0.007 -0.014 0.053 -0.193 -0.143 -0.007 0.002 -0.046 -0.270 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17037023018838426}), (, {'error': 0.3569119195704733}), (, {'error': 0.16729937420581442}), (, {'error': 0.30768817604929877}), (, {'error': 0.16217137744078225}), (, {'error': 0.031606107840711495}), (, {'error': 0.1070176873452322}), (, {'error': 0.04828890713601652}), (, {'error': 0.02884985010499702}), (, {'error': 0.343238867106308}), (, {'error': 0.02752339232970602}), (, {'error': 3.158688090639071}), (, {'error': 0.024353205280936374}), (, {'error': 0.9586505840257602}), (, {'error': 0.9342664830925553}), (, {'error': 0.21484055342015562}), (, {'error': 0.02327990808128222}), (, {'error': 0.22656383699181726}), (, {'error': 0.10083884251113062}), (, {'error': 0.24379383664276943}), (, {'error': 0.18429843921095657}), (, {'error': 0.2000023139420426}), (, {'error': 0.22935995006307258}), (, {'error': 0.1010931814807281})]) -Toy 24/25 -Time taken: 2 h, 36 min -Projected time left: 6 min, 31 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1924 (1924 total) | -| EDM = 0.0027 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297033.1671219872 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4040_s | 1.02 | 0.14 | | |0.00501244| 2.01499 | | -| 1 | Dbar_p | 1.0 | 2.6 | | |-6.28319 | 6.28319 | | -| 2 | p4160_s | 2.22 | 0.15 | | | 0.71676 | 3.68324 | | -| 3 | rho_s | 1.21 | 0.20 | | |0.0253049| 2.0747 | | -| 4 | p4040_p | -2.64 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.798 | 0.020 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.15 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 1.038 | 0.024 | | | -2 | 2 | | -| 8 | DDstar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 9 | DDstar_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| jpsi_p | -4.618 | 0.016 | | |-6.28319 | 6.28319 | | -| 11| phi_s | 20.6 | 0.7 | | | 14.8182 | 23.5818 | | -| 12| Dbar_s | 0.14 | 0.51 | | | -0.3 | 0.3 | | -| 13| omega_s | 5.5 | 0.7 | | | 4.19232 | 9.40768 | | -| 14| phi_p | 0.62 | 0.12 | | |-6.28319 | 6.28319 | | -| 15| rho_p | -0.43 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| bplus_0 | -0.543 | 0.012 | | | -2 | 2 | | -| 17| p3770_s | 2.94 | 0.16 | | |0.918861 | 4.08114 | | -| 18| bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 19| p4415_p | -2.27 | 0.13 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.41 | 0.13 | | |0.126447 | 2.35355 | | -| 22| Ctt | -0.26 | 0.14 | | | -1.5 | 1.5 | | -| 23| p3770_p | -2.82 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4040_s Dbar_p p4160_s rho_s p4040_p psi2s_p p4160_p bplus_1 DDstar_s DDstar_p jpsi_p phi_s Dbar_s omega_s phi_p rho_p bplus_0 p3770_s bplus_2 p4415_p omega_p p4415_s Ctt p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4040_s | 1.000 0.698 0.480 -0.069 0.365 0.064 -0.152 0.651 0.621 -0.054 -0.038 -0.057 -0.700 0.048 -0.065 0.222 0.651 0.313 0.618 0.414 0.006 0.274 0.654 -0.645 | -| Dbar_p | 0.698 1.000 0.737 -0.096 0.551 0.100 -0.045 0.951 0.918 0.075 -0.097 -0.076 -0.992 0.069 -0.095 0.309 0.951 0.368 0.881 0.633 0.008 0.363 0.867 -0.926 | -| p4160_s | 0.480 0.737 1.000 -0.073 0.520 0.050 -0.053 0.687 0.661 -0.000 -0.074 -0.060 -0.739 0.050 -0.069 0.233 0.687 0.287 0.641 0.428 0.006 0.339 0.676 -0.683 | -| rho_s | -0.069 -0.096 -0.073 1.000 -0.055 -0.010 0.003 -0.092 -0.086 -0.008 0.005 -0.005 0.096 -0.243 0.046 0.077 -0.099 -0.040 -0.073 -0.063 0.008 -0.035 -0.081 0.089 | -| p4040_p | 0.365 0.551 0.520 -0.055 1.000 0.024 0.012 0.528 0.507 -0.139 -0.007 -0.044 -0.547 0.038 -0.051 0.173 0.528 0.190 0.470 0.407 0.005 0.229 0.428 -0.483 | -| psi2s_p | 0.064 0.100 0.050 -0.010 0.024 1.000 0.029 0.085 0.076 -0.224 0.111 -0.010 -0.095 0.006 -0.008 0.034 0.086 -0.104 0.102 0.070 0.001 0.022 0.152 -0.078 | -| p4160_p | -0.152 -0.045 -0.053 0.003 0.012 0.029 1.000 -0.028 -0.030 -0.296 0.114 0.004 0.049 -0.003 0.006 -0.012 -0.028 0.020 -0.060 0.096 -0.000 0.039 -0.104 0.078 | -| bplus_1 | 0.651 0.951 0.687 -0.092 0.528 0.085 -0.028 1.000 0.854 0.037 -0.108 -0.066 -0.951 0.065 -0.089 0.276 0.879 0.338 0.818 0.602 0.007 0.316 0.824 -0.883 | -| DDstar_s | 0.621 0.918 0.661 -0.086 0.507 0.076 -0.030 0.854 1.000 0.063 -0.115 -0.069 -0.918 0.062 -0.086 0.277 0.854 0.335 0.803 0.570 0.007 0.309 0.801 -0.845 | -| DDstar_p | -0.054 0.075 -0.000 -0.008 -0.139 -0.224 -0.296 0.037 0.063 1.000 -0.349 -0.015 -0.048 -0.001 -0.012 0.019 0.036 -0.168 0.010 -0.111 -0.000 0.047 0.018 -0.099 | -| jpsi_p | -0.038 -0.097 -0.074 0.005 -0.007 0.111 0.114 -0.108 -0.115 -0.349 1.000 -0.008 0.104 -0.011 0.009 -0.019 -0.109 0.052 -0.081 -0.020 -0.001 -0.066 -0.141 0.107 | -| phi_s | -0.057 -0.076 -0.060 -0.005 -0.044 -0.010 0.004 -0.066 -0.069 -0.015 -0.008 1.000 0.076 -0.003 0.403 -0.032 -0.063 -0.032 -0.041 -0.051 0.002 -0.029 -0.061 0.072 | -| Dbar_s | -0.700 -0.992 -0.739 0.096 -0.547 -0.095 0.049 -0.951 -0.918 -0.048 0.104 0.076 1.000 -0.069 0.095 -0.308 -0.952 -0.360 -0.879 -0.633 -0.008 -0.366 -0.863 0.929 | -| omega_s | 0.048 0.069 0.050 -0.243 0.038 0.006 -0.003 0.065 0.062 -0.001 -0.011 -0.003 -0.069 1.000 -0.037 0.205 0.067 0.024 0.061 0.044 0.049 0.024 0.058 -0.065 | -| phi_p | -0.065 -0.095 -0.069 0.046 -0.051 -0.008 0.006 -0.089 -0.086 -0.012 0.009 0.403 0.095 -0.037 1.000 -0.107 -0.090 -0.032 -0.084 -0.059 -0.001 -0.033 -0.080 0.088 | -| rho_p | 0.222 0.309 0.233 0.077 0.173 0.034 -0.012 0.276 0.277 0.019 -0.019 -0.032 -0.308 0.205 -0.107 1.000 0.276 0.118 0.210 0.202 -0.021 0.111 0.255 -0.290 | -| bplus_0 | 0.651 0.951 0.687 -0.099 0.528 0.086 -0.028 0.879 0.854 0.036 -0.109 -0.063 -0.952 0.067 -0.090 0.276 1.000 0.339 0.817 0.602 0.008 0.317 0.823 -0.883 | -| p3770_s | 0.313 0.368 0.287 -0.040 0.190 -0.104 0.020 0.338 0.335 -0.168 0.052 -0.032 -0.360 0.024 -0.032 0.118 0.339 1.000 0.310 0.260 0.003 0.137 0.297 -0.378 | -| bplus_2 | 0.618 0.881 0.641 -0.073 0.470 0.102 -0.060 0.818 0.803 0.010 -0.081 -0.041 -0.879 0.061 -0.084 0.210 0.817 0.310 1.000 0.537 0.006 0.345 0.699 -0.821 | -| p4415_p | 0.414 0.633 0.428 -0.063 0.407 0.070 0.096 0.602 0.570 -0.111 -0.020 -0.051 -0.633 0.044 -0.059 0.202 0.602 0.260 0.537 1.000 0.005 0.200 0.549 -0.573 | -| omega_p | 0.006 0.008 0.006 0.008 0.005 0.001 -0.000 0.007 0.007 -0.000 -0.001 0.002 -0.008 0.049 -0.001 -0.021 0.008 0.003 0.006 0.005 1.000 0.003 0.007 -0.008 | -| p4415_s | 0.274 0.363 0.339 -0.035 0.229 0.022 0.039 0.316 0.309 0.047 -0.066 -0.029 -0.366 0.024 -0.033 0.111 0.317 0.137 0.345 0.200 0.003 1.000 0.380 -0.345 | -| Ctt | 0.654 0.867 0.676 -0.081 0.428 0.152 -0.104 0.824 0.801 0.018 -0.141 -0.061 -0.863 0.058 -0.080 0.255 0.823 0.297 0.699 0.549 0.007 0.380 1.000 -0.810 | -| p3770_p | -0.645 -0.926 -0.683 0.089 -0.483 -0.078 0.078 -0.883 -0.845 -0.099 0.107 0.072 0.929 -0.065 0.088 -0.290 -0.883 -0.378 -0.821 -0.573 -0.008 -0.345 -0.810 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14132090192329583}), (, {'error': 2.629163665988736}), (, {'error': 0.14957592202026215}), (, {'error': 0.20461247663890436}), (, {'error': 0.13479400274389164}), (, {'error': 0.020456510261654515}), (, {'error': 0.05978016529982089}), (, {'error': 0.02422968303401296}), (, {'error': 0.4797825934841584}), (, {'error': 0.6196119115614565}), (, {'error': 0.01637409809537571}), (, {'error': 0.6694977427992406}), (, {'error': 0.5127695192436699}), (, {'error': 0.68922784146323}), (, {'error': 0.11815182682098158}), (, {'error': 0.20409270176051963}), (, {'error': 0.012487255445145395}), (, {'error': 0.1595006030196091}), (, {'error': 0.07565584158422856}), (, {'error': 0.13157422479433278}), (, {'error': 0.07993431380626026}), (, {'error': 0.1282203949234869}), (, {'error': 0.13847051713567826}), (, {'error': 0.1846835140435743})]) -Toy 25/25 -Time taken: 2 h, 45 min -Projected time left: -20/25 fits converged -Mean Ctt value = -0.6599627537132524 -Mean Ctt error = 0.2218839989160982 -95 Sensitivy = 0.0004135530753899922 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247867.out b/finished fits/ff1data1/slurm-2247867.out deleted file mode 100644 index 1b0fce9..0000000 --- a/finished fits/ff1data1/slurm-2247867.out +++ /dev/null @@ -1,5452 +0,0 @@ -Simulation starting -2019-09-05 18:52:51.929524: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 18:52:52.262733: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 18:52:52.263206: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:52:52.265323: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:52:52.267110: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:52:52.267534: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:52:52.269837: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:52:52.271745: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:52:52.277229: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:52:52.282863: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:52:52.283475: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 18:52:52.312500: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 18:52:52.312889: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x556e05b9d3f0 executing computations on platform Host. Devices: -2019-09-05 18:52:52.312924: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 18:52:52.316033: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 18:52:52.316203: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:52:52.316235: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:52:52.316305: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:52:52.316341: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:52:52.316371: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:52:52.316400: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:52:52.316430: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:52:52.322430: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:52:52.322618: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:52:52.550792: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 18:52:52.550854: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 18:52:52.550870: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 18:52:52.560403: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:06:00.0, compute capability: 3.7) -2019-09-05 18:52:52.563119: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x556e060f9820 executing computations on platform CUDA. Devices: -2019-09-05 18:52:52.563166: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 18:52:54.613778 139623288911616 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 18:52:54.671439 139623288911616 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 18:52:55.183729 139623288911616 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 18:53:28.312086: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 18:53:37.952753 139623288911616 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 351025.4612205 Edm = 13313 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 351025.4612205 Edm = 13313 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307676.4781611 Edm = 124.634 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 306332.5892166 Edm = 596.738 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301551.287463 Edm = 26.711 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 300070.0186202 Edm = 141.057 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 299633.7259712 Edm = 160.004 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 298473.8033346 Edm = 163.445 NCalls = 43 -VariableMetric: Iteration # 7 - FCN = 298445.1434926 Edm = 199.19 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 298424.8496002 Edm = 160.631 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 298358.1596812 Edm = 3.4498 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 298355.1951707 Edm = 2.70637 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298342.8087155 Edm = 25.2781 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298236.7725728 Edm = 71.5623 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297879.4743214 Edm = 19.6519 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297862.0928875 Edm = 4.76218 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297851.9354373 Edm = 2.29556 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297840.3941105 Edm = 16.4883 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297725.4529822 Edm = 47.8629 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297650.9900597 Edm = 4.9172 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297645.2207426 Edm = 0.19906 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297644.854424 Edm = 0.174686 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297644.5285404 Edm = 0.307951 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297640.8657322 Edm = 3.3715 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297587.3885953 Edm = 3.47646 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297582.3113717 Edm = 0.896954 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297580.3389138 Edm = 0.54294 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297578.6014747 Edm = 0.146152 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297578.3596288 Edm = 0.0527084 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297578.1402356 Edm = 0.0737742 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297577.8816163 Edm = 0.123335 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297577.1737939 Edm = 0.512032 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297567.6344924 Edm = 13.6952 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297555.3751633 Edm = 29.5351 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297511.5019032 Edm = 21.4778 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297443.2665992 Edm = 4.72892 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297433.5771039 Edm = 1.95495 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297427.2903155 Edm = 2.05425 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297423.0089666 Edm = 2.10844 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297421.5061825 Edm = 10.8169 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297419.4502186 Edm = 0.650469 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297418.3886919 Edm = 0.708187 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297415.6668871 Edm = 2.07156 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297413.5965073 Edm = 2.32047 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297409.6028633 Edm = 2.35687 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297407.858394 Edm = 0.777323 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297407.0745763 Edm = 0.0887323 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297406.9909039 Edm = 0.00995119 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297406.9569433 Edm = 0.0228795 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297406.4486016 Edm = 0.492594 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297397.0414883 Edm = 8.59712 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297369.768889 Edm = 2.31949 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297366.9842511 Edm = 1.01461 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297365.7473115 Edm = 1.55643 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297364.1860685 Edm = 0.229439 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297363.7423045 Edm = 0.0280524 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297363.7071729 Edm = 0.0118297 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297363.6902113 Edm = 0.0151853 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297363.5272561 Edm = 0.124682 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297362.8582632 Edm = 0.243672 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297360.9359598 Edm = 2.05354 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297357.3166496 Edm = 0.915797 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297355.6352699 Edm = 2.16921 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297354.5811721 Edm = 0.0949538 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297354.4706405 Edm = 0.00939034 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297354.4594144 Edm = 0.00206054 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297354.438682 Edm = 0.0198353 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297354.2339607 Edm = 0.226336 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297354.2242826 Edm = 0.00683347 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297353.3510759 Edm = 0.864737 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297353.2529379 Edm = 0.0700013 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297350.534263 Edm = 1.73518 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297344.7997694 Edm = 2.4092 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297342.6803325 Edm = 2.81835 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297340.0048403 Edm = 0.944406 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297339.2575373 Edm = 0.316003 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297338.9742034 Edm = 0.0258762 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297338.9318134 Edm = 0.00973558 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297338.9196914 Edm = 0.00217748 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297338.9152012 Edm = 0.00161211 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297338.9064905 Edm = 0.00402156 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297338.8938644 Edm = 0.00854249 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297338.0504839 Edm = 0.783648 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297327.5294791 Edm = 0.452855 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297327.1052121 Edm = 0.0784394 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297327.0481203 Edm = 0.00310566 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297327.0439044 Edm = 0.000840611 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297327.0420749 Edm = 0.000627953 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297327.0400378 Edm = 0.00151552 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297326.9736472 Edm = 0.067626 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297326.9460414 Edm = 0.0270799 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297326.8683761 Edm = 0.0707283 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297316.952314 Edm = 2.20548 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297314.2989695 Edm = 0.962512 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297313.5127627 Edm = 0.282082 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297313.3318369 Edm = 0.019293 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297313.3138084 Edm = 0.0023135 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297313.3109159 Edm = 0.000296775 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297313.3104005 Edm = 0.00035316 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297313.3091186 Edm = 0.000808258 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297313.2792745 Edm = 0.0302968 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297312.9521884 Edm = 0.273417 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297310.3189449 Edm = 0.308629 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297310.063257 Edm = 0.0265528 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297310.0404503 Edm = 0.000654148 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297310.0393854 Edm = 0.00044061 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297310.0260621 Edm = 0.0120255 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297309.6294738 Edm = 0.430961 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297308.4323057 Edm = 0.943018 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297305.3125502 Edm = 1.52236 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297304.2607657 Edm = 0.0879401 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297304.1489924 Edm = 0.00710112 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297304.1418466 Edm = 0.000283092 NCalls = 354 -VariableMetric: Iteration # 112 - FCN = 297304.1415076 Edm = 8.05181e-05 NCalls = 356 -VariableMetric: Iteration # 113 - FCN = 297304.1412306 Edm = 0.000211048 NCalls = 358 -VariableMetric: Iteration # 114 - FCN = 297304.1354697 Edm = 0.00517166 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297303.8604985 Edm = 0.210232 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297302.7707268 Edm = 0.186924 NCalls = 370 -VariableMetric: Iteration # 117 - FCN = 297302.5038905 Edm = 0.00401585 NCalls = 372 -VariableMetric: Iteration # 118 - FCN = 297302.4996242 Edm = 7.79067e-05 NCalls = 374 -VariableMetric: After Hessian - FCN = 297302.4996242 Edm = 0.629932 NCalls = 859 -VariableMetric: Iteration # 119 - FCN = 297302.4996242 Edm = 0.629932 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297301.9508904 Edm = 0.0606348 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297301.9049596 Edm = 0.00541571 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297301.8993085 Edm = 0.000375033 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297301.89883 Edm = 3.46131e-05 NCalls = 868 -VariableMetric: After Hessian - FCN = 297301.89883 Edm = 3.84933e-05 NCalls = 1361 -VariableMetric: Iteration # 124 - FCN = 297301.89883 Edm = 3.84933e-05 NCalls = 1361 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309101.76971 Edm = 45.2109 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309101.76971 Edm = 45.2109 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300209.295874 Edm = 4.43672 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300203.9650569 Edm = 16.66 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299030.3346659 Edm = 14.6149 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298923.1012549 Edm = 19.7628 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298892.2338157 Edm = 1.47637 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298883.7182122 Edm = 9.88741 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298804.1289517 Edm = 66.4522 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298319.4912567 Edm = 626.54 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297931.4743297 Edm = 36.2265 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297908.0598678 Edm = 4.03734 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297903.2099742 Edm = 0.523246 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297902.5223032 Edm = 0.0415864 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297898.1135034 Edm = 4.5344 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297793.5264241 Edm = 17.4645 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297752.8916977 Edm = 29.2756 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297728.0512336 Edm = 15.4784 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297681.2748067 Edm = 31.107 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297659.2998268 Edm = 54.2452 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297622.4091221 Edm = 47.5476 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297592.0119797 Edm = 0.976067 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297590.8205762 Edm = 0.0418923 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297590.760469 Edm = 0.0590363 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297590.4313811 Edm = 0.3141 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297582.8157359 Edm = 5.99559 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297490.0649615 Edm = 17.3444 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297462.9553685 Edm = 11.518 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297447.804366 Edm = 7.0767 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297432.2090862 Edm = 6.25988 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297429.8978189 Edm = 3.73146 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297427.9453716 Edm = 0.64617 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297426.6014803 Edm = 0.960134 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297423.5798726 Edm = 2.7723 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297421.2595034 Edm = 0.236053 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297421.0373921 Edm = 0.016495 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297420.8965809 Edm = 0.124251 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297392.012691 Edm = 45.911 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297390.8489948 Edm = 0.931572 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297389.4950552 Edm = 0.633124 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297388.8842563 Edm = 0.355498 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297387.4402273 Edm = 3.38559 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297386.9620172 Edm = 1.02072 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297381.1908553 Edm = 3.49487 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297377.8244611 Edm = 0.146036 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297377.6343382 Edm = 0.112117 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297373.5156585 Edm = 4.42518 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297372.461858 Edm = 0.894905 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297362.1687917 Edm = 12.6725 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297361.8331953 Edm = 2.01369 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297349.8646318 Edm = 14.2095 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297338.4865341 Edm = 9.59667 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297294.3626602 Edm = 8.1565 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297286.2212946 Edm = 1.52981 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297284.5190126 Edm = 0.333839 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297284.2031131 Edm = 0.0221163 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297284.1135853 Edm = 0.082906 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297283.4688351 Edm = 0.226106 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297283.1752227 Edm = 0.0241473 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297283.0232183 Edm = 0.120664 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297264.5221361 Edm = 8.31436 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297235.5186961 Edm = 2.26426 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297233.2602482 Edm = 0.366001 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297233.0099806 Edm = 0.075871 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297232.8259044 Edm = 0.0325436 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297232.7766 Edm = 0.00265135 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297232.7696267 Edm = 0.00483233 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297232.5471668 Edm = 0.134766 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297231.4765281 Edm = 0.772876 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297227.7885256 Edm = 0.425628 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297227.3337406 Edm = 0.186764 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297227.1875586 Edm = 0.0942381 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297226.932696 Edm = 0.0445696 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297226.8885834 Edm = 0.00806049 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297226.8839725 Edm = 0.00119497 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297226.8830177 Edm = 0.000301122 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297226.8813922 Edm = 0.00192406 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297226.8356081 Edm = 0.0489872 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297226.6624024 Edm = 0.15758 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297222.0751959 Edm = 1.19745 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297221.3662883 Edm = 0.134456 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297221.257657 Edm = 0.0180888 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297221.24098 Edm = 0.00332841 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297221.2356668 Edm = 0.000601758 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297221.2347577 Edm = 0.000205001 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297221.2305693 Edm = 0.00396219 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297220.8486171 Edm = 0.372235 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297220.6412528 Edm = 0.188153 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297215.9844594 Edm = 0.84382 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297215.0380603 Edm = 0.264695 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297214.8442648 Edm = 0.274392 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297214.4742497 Edm = 0.169479 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297214.0270547 Edm = 0.572844 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297213.3642417 Edm = 0.450084 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297213.0436424 Edm = 0.598337 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297212.7157362 Edm = 0.13006 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297212.5518511 Edm = 0.0328334 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297212.5007066 Edm = 0.00643254 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297212.4914087 Edm = 0.00153696 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297212.4837376 Edm = 0.00807375 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297212.4024113 Edm = 0.0945168 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297212.0743396 Edm = 0.376932 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297212.0678593 Edm = 0.00518411 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297211.4920128 Edm = 0.637866 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297211.4849191 Edm = 0.00608704 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297211.1600479 Edm = 0.38694 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297211.121783 Edm = 0.0375205 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297209.1617147 Edm = 0.603382 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297208.4397329 Edm = 0.0125276 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297208.4280892 Edm = 0.00160436 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297208.4076572 Edm = 0.0177588 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297207.867712 Edm = 0.456048 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297200.0897194 Edm = 6.29676 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297194.4376922 Edm = 4.98992 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297191.730495 Edm = 0.414087 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297191.2880923 Edm = 0.0943127 NCalls = 375 -VariableMetric: Iteration # 115 - FCN = 297191.0180461 Edm = 0.036992 NCalls = 378 -VariableMetric: Iteration # 116 - FCN = 297190.9779276 Edm = 0.00197819 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297190.9760788 Edm = 0.000271163 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297190.9753545 Edm = 0.000349924 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297190.9711932 Edm = 0.00369575 NCalls = 387 -VariableMetric: Iteration # 120 - FCN = 297190.9340247 Edm = 0.0397871 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297190.5272658 Edm = 0.261804 NCalls = 395 -VariableMetric: Iteration # 122 - FCN = 297189.629461 Edm = 0.306882 NCalls = 397 -VariableMetric: Iteration # 123 - FCN = 297189.1996101 Edm = 0.0167351 NCalls = 399 -VariableMetric: Iteration # 124 - FCN = 297189.1835627 Edm = 0.00128263 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297189.1823693 Edm = 0.000153213 NCalls = 401 -VariableMetric: Iteration # 126 - FCN = 297189.1820797 Edm = 0.000133907 NCalls = 403 -VariableMetric: Iteration # 127 - FCN = 297189.1709193 Edm = 0.0106713 NCalls = 408 -VariableMetric: Iteration # 128 - FCN = 297188.2902202 Edm = 0.455506 NCalls = 413 -VariableMetric: Iteration # 129 - FCN = 297187.4045695 Edm = 0.0443769 NCalls = 415 -VariableMetric: Iteration # 130 - FCN = 297187.3655921 Edm = 0.000745233 NCalls = 417 -VariableMetric: Iteration # 131 - FCN = 297187.3648362 Edm = 4.35259e-05 NCalls = 419 -VariableMetric: After Hessian - FCN = 297187.3648362 Edm = 22.6367 NCalls = 900 -VariableMetric: Iteration # 132 - FCN = 297187.3648362 Edm = 22.6367 NCalls = 900 -VariableMetric: Iteration # 133 - FCN = 297187.2690582 Edm = 20478.3 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297180.2607222 Edm = 2.89113 NCalls = 912 -VariableMetric: Iteration # 135 - FCN = 297180.1770077 Edm = 0.667911 NCalls = 916 -VariableMetric: Iteration # 136 - FCN = 297178.9347294 Edm = 0.15504 NCalls = 918 -VariableMetric: Iteration # 137 - FCN = 297178.4418073 Edm = 0.0878478 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297178.1558511 Edm = 0.207474 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297173.110059 Edm = 1.93167 NCalls = 930 -VariableMetric: Iteration # 140 - FCN = 297172.6846976 Edm = 2.45386 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297169.4343213 Edm = 2.25294 NCalls = 934 -VariableMetric: Iteration # 142 - FCN = 297169.017124 Edm = 0.559415 NCalls = 936 -VariableMetric: Iteration # 143 - FCN = 297168.2589168 Edm = 0.190701 NCalls = 938 -VariableMetric: Iteration # 144 - FCN = 297167.8098013 Edm = 0.244761 NCalls = 940 -VariableMetric: Iteration # 145 - FCN = 297166.1919369 Edm = 1.37862 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297166.0772201 Edm = 0.26902 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297165.8762501 Edm = 0.0951621 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297165.0689309 Edm = 2.11696 NCalls = 953 -VariableMetric: Iteration # 149 - FCN = 297161.8269894 Edm = 3.02423 NCalls = 959 -VariableMetric: Iteration # 150 - FCN = 297161.2387746 Edm = 11.1313 NCalls = 961 -VariableMetric: Iteration # 151 - FCN = 297158.992142 Edm = 4.81604 NCalls = 965 -VariableMetric: Iteration # 152 - FCN = 297156.1028257 Edm = 6.65942 NCalls = 970 -VariableMetric: Iteration # 153 - FCN = 297153.9736589 Edm = 3.81282 NCalls = 973 -VariableMetric: Iteration # 154 - FCN = 297153.3431706 Edm = 0.853559 NCalls = 975 -VariableMetric: Iteration # 155 - FCN = 297151.9743321 Edm = 0.311996 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297151.3062694 Edm = 0.347262 NCalls = 980 -VariableMetric: Iteration # 157 - FCN = 297150.8584571 Edm = 0.171976 NCalls = 982 -VariableMetric: Iteration # 158 - FCN = 297150.5635243 Edm = 0.107416 NCalls = 985 -VariableMetric: Iteration # 159 - FCN = 297150.3698363 Edm = 0.15728 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297149.9345914 Edm = 0.293392 NCalls = 991 -VariableMetric: Iteration # 161 - FCN = 297149.4886021 Edm = 0.506847 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297148.9766641 Edm = 0.331965 NCalls = 996 -VariableMetric: Iteration # 163 - FCN = 297148.4727006 Edm = 0.477817 NCalls = 998 -VariableMetric: Iteration # 164 - FCN = 297147.9866897 Edm = 0.284564 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297147.6382785 Edm = 0.304597 NCalls = 1003 -VariableMetric: Iteration # 166 - FCN = 297147.402739 Edm = 0.142232 NCalls = 1006 -VariableMetric: Iteration # 167 - FCN = 297147.2193481 Edm = 0.0895361 NCalls = 1008 -VariableMetric: Iteration # 168 - FCN = 297147.0945961 Edm = 0.0631971 NCalls = 1010 -VariableMetric: Iteration # 169 - FCN = 297146.9890072 Edm = 0.0595592 NCalls = 1013 -VariableMetric: Iteration # 170 - FCN = 297146.7057206 Edm = 0.108652 NCalls = 1016 -VariableMetric: Iteration # 171 - FCN = 297146.5691108 Edm = 0.0753555 NCalls = 1018 -VariableMetric: Iteration # 172 - FCN = 297146.4619362 Edm = 0.129233 NCalls = 1021 -VariableMetric: Iteration # 173 - FCN = 297146.3107136 Edm = 0.0632391 NCalls = 1023 -VariableMetric: Iteration # 174 - FCN = 297146.1621845 Edm = 0.151874 NCalls = 1026 -VariableMetric: Iteration # 175 - FCN = 297146.0727447 Edm = 0.0918487 NCalls = 1028 -VariableMetric: Iteration # 176 - FCN = 297145.9357876 Edm = 0.0939221 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297145.7990997 Edm = 0.083389 NCalls = 1035 -VariableMetric: Iteration # 178 - FCN = 297145.6792395 Edm = 0.0495623 NCalls = 1038 -VariableMetric: Iteration # 179 - FCN = 297145.6259929 Edm = 0.0276355 NCalls = 1039 -VariableMetric: Iteration # 180 - FCN = 297145.5932008 Edm = 0.0182646 NCalls = 1042 -VariableMetric: Iteration # 181 - FCN = 297145.5649664 Edm = 0.00980467 NCalls = 1044 -VariableMetric: Iteration # 182 - FCN = 297145.5519849 Edm = 0.00443413 NCalls = 1046 -VariableMetric: Iteration # 183 - FCN = 297145.5433752 Edm = 0.00398513 NCalls = 1048 -VariableMetric: Iteration # 184 - FCN = 297145.5272828 Edm = 0.0105422 NCalls = 1051 -VariableMetric: Iteration # 185 - FCN = 297145.5073033 Edm = 0.010339 NCalls = 1053 -VariableMetric: Iteration # 186 - FCN = 297145.4835164 Edm = 0.0081909 NCalls = 1057 -VariableMetric: Iteration # 187 - FCN = 297145.4657687 Edm = 0.00761706 NCalls = 1060 -VariableMetric: Iteration # 188 - FCN = 297145.45459 Edm = 0.0072594 NCalls = 1063 -VariableMetric: Iteration # 189 - FCN = 297145.4409986 Edm = 0.00559478 NCalls = 1066 -VariableMetric: Iteration # 190 - FCN = 297145.4282705 Edm = 0.0118902 NCalls = 1069 -VariableMetric: Iteration # 191 - FCN = 297145.4201257 Edm = 0.00443219 NCalls = 1071 -VariableMetric: Iteration # 192 - FCN = 297145.4143298 Edm = 0.0024423 NCalls = 1074 -VariableMetric: Iteration # 193 - FCN = 297145.4103174 Edm = 0.00250043 NCalls = 1076 -VariableMetric: Iteration # 194 - FCN = 297145.4020011 Edm = 0.00891893 NCalls = 1080 -VariableMetric: Iteration # 195 - FCN = 297145.3933716 Edm = 0.0156847 NCalls = 1084 -VariableMetric: Iteration # 196 - FCN = 297145.3615932 Edm = 0.0193962 NCalls = 1088 -VariableMetric: Iteration # 197 - FCN = 297145.3363743 Edm = 0.0147606 NCalls = 1091 -VariableMetric: Iteration # 198 - FCN = 297145.3280478 Edm = 0.00492057 NCalls = 1092 -VariableMetric: Iteration # 199 - FCN = 297145.3241441 Edm = 0.00152189 NCalls = 1095 -VariableMetric: Iteration # 200 - FCN = 297145.3214178 Edm = 0.00072251 NCalls = 1097 -VariableMetric: Iteration # 201 - FCN = 297145.3201518 Edm = 0.000556067 NCalls = 1099 -VariableMetric: Iteration # 202 - FCN = 297145.3182762 Edm = 0.00121811 NCalls = 1102 -VariableMetric: Iteration # 203 - FCN = 297145.3157099 Edm = 0.000803403 NCalls = 1104 -VariableMetric: Iteration # 204 - FCN = 297145.3139307 Edm = 0.000759537 NCalls = 1106 -VariableMetric: Iteration # 205 - FCN = 297145.3117164 Edm = 0.000486593 NCalls = 1109 -VariableMetric: Iteration # 206 - FCN = 297145.310786 Edm = 0.000266712 NCalls = 1111 -VariableMetric: Iteration # 207 - FCN = 297145.3086844 Edm = 0.00120399 NCalls = 1114 -VariableMetric: Iteration # 208 - FCN = 297145.3036567 Edm = 0.00344144 NCalls = 1117 -VariableMetric: Iteration # 209 - FCN = 297145.2994473 Edm = 0.00133877 NCalls = 1120 -VariableMetric: Iteration # 210 - FCN = 297145.298066 Edm = 0.000536176 NCalls = 1121 -VariableMetric: Iteration # 211 - FCN = 297145.2975887 Edm = 0.000162557 NCalls = 1123 -VariableMetric: Iteration # 212 - FCN = 297145.2971359 Edm = 7.35569e-05 NCalls = 1125 -VariableMetric: Iteration # 213 - FCN = 297145.2969896 Edm = 1.76149e-05 NCalls = 1127 -VariableMetric: After Hessian - FCN = 297145.2969896 Edm = 0.0050701 NCalls = 1624 -VariableMetric: Iteration # 214 - FCN = 297145.2969896 Edm = 0.0050701 NCalls = 1624 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340719.559825 Edm = 434.542 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340719.559825 Edm = 434.542 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301226.3252501 Edm = 149.771 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300547.7732745 Edm = 180.151 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300448.7764004 Edm = 3.23583 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299061.732141 Edm = 194.101 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298207.0261226 Edm = 391.418 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297958.6280406 Edm = 77.0214 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297902.9690637 Edm = 13.8746 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297891.7402036 Edm = 0.13343 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297891.1402653 Edm = 0.523796 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297852.6827258 Edm = 23.9575 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297738.8926464 Edm = 3.17525 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297731.8805894 Edm = 0.219803 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297731.5234535 Edm = 0.062713 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297677.9249252 Edm = 4.5927 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297672.450682 Edm = 0.0949782 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297672.3538779 Edm = 0.00701289 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297672.1086618 Edm = 0.248602 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297665.8718313 Edm = 4.66928 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297628.0538219 Edm = 18.8081 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297604.0332651 Edm = 4.03843 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297599.3830287 Edm = 0.11258 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297599.2481818 Edm = 0.00581501 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297599.2295209 Edm = 0.0104109 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297598.4979227 Edm = 0.707427 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297575.0779768 Edm = 20.2051 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297533.0583781 Edm = 21.6783 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297504.1656623 Edm = 10.6406 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297488.9950505 Edm = 19.3285 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297464.5183345 Edm = 21.8281 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297446.3384853 Edm = 13.9596 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297430.8592977 Edm = 11.0293 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297423.6982793 Edm = 6.66331 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297417.246026 Edm = 3.17278 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297416.3069203 Edm = 0.820513 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297415.4537528 Edm = 0.111045 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297415.3551329 Edm = 0.019969 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297415.3280254 Edm = 0.00426967 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297415.3125868 Edm = 0.0140302 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297410.9395969 Edm = 1.4457 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297397.4268782 Edm = 0.788405 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297396.8218449 Edm = 0.122827 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297396.7002712 Edm = 0.0204579 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297396.613497 Edm = 0.0111828 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297396.5899106 Edm = 0.00515433 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297396.5453808 Edm = 0.0303073 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297396.3768985 Edm = 0.0962555 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297392.4519544 Edm = 2.50438 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297386.372191 Edm = 1.55962 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297385.5231825 Edm = 0.221418 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297385.316805 Edm = 0.0140408 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297385.2961956 Edm = 0.00305458 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297385.2920292 Edm = 0.00297028 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297385.2554004 Edm = 0.0324704 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297383.2787227 Edm = 1.60289 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297376.6594958 Edm = 1.28069 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297375.554401 Edm = 0.648826 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297375.0497773 Edm = 0.17687 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297374.6911573 Edm = 0.180859 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297374.3912236 Edm = 0.100239 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297374.2751347 Edm = 0.044281 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297374.223267 Edm = 0.0115607 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297374.2061761 Edm = 0.00303882 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297374.2032199 Edm = 0.0013002 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297374.2008403 Edm = 0.000820131 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297374.1956971 Edm = 0.00253844 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297374.1643439 Edm = 0.0215499 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297372.7647923 Edm = 1.12535 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297369.193568 Edm = 3.95374 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297366.9596778 Edm = 0.498882 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297366.3587023 Edm = 0.17241 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297366.2975961 Edm = 0.0110178 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297366.28381 Edm = 0.0011782 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297366.2819866 Edm = 0.000378812 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297366.2812264 Edm = 9.76721e-05 NCalls = 226 -VariableMetric: Iteration # 75 - FCN = 297366.2806788 Edm = 0.000456879 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297366.2697319 Edm = 0.0108045 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297366.2681917 Edm = 0.00146274 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297366.1303049 Edm = 0.0167383 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297365.3402803 Edm = 0.240734 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297364.7750282 Edm = 0.0243452 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297364.750208 Edm = 0.00119916 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297364.7487907 Edm = 6.27463e-05 NCalls = 254 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326626.2815473 Edm = 413.305 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326626.2815473 Edm = 413.305 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 326479.2312105 Edm = 11.1561 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 326435.7697125 Edm = 29.9583 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 324214.202941 Edm = 952.075 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 324201.8553237 Edm = 102.86 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 322198.6894926 Edm = 2942.22 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 308803.5913121 Edm = 7.81498e+07 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 307203.9684049 Edm = 1.12938e+07 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 305238.5734495 Edm = 7.06032e+06 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 300598.8765526 Edm = 2.7543e+07 NCalls = 59 -VariableMetric: Iteration # 10 - FCN = 299235.5718027 Edm = 3.27949e+07 NCalls = 70 -VariableMetric: Iteration # 11 - FCN = 299167.1181996 Edm = 826116 NCalls = 79 -VariableMetric: Iteration # 12 - FCN = 299089.7917421 Edm = 800655 NCalls = 88 -VariableMetric: Iteration # 13 - FCN = 298674.5191944 Edm = 289265 NCalls = 96 -VariableMetric: Iteration # 14 - FCN = 298630.1606241 Edm = 242689 NCalls = 104 -VariableMetric: Iteration # 15 - FCN = 298532.7921563 Edm = 48300.1 NCalls = 109 -VariableMetric: Iteration # 16 - FCN = 298467.3816744 Edm = 33434 NCalls = 115 -VariableMetric: Iteration # 17 - FCN = 298040.5970955 Edm = 39881.3 NCalls = 120 -VariableMetric: Iteration # 18 - FCN = 297896.0725924 Edm = 61552.7 NCalls = 125 -VariableMetric: Iteration # 19 - FCN = 297707.2011007 Edm = 23424.7 NCalls = 129 -VariableMetric: Iteration # 20 - FCN = 297679.111345 Edm = 777.001 NCalls = 133 -VariableMetric: Iteration # 21 - FCN = 297671.159169 Edm = 375.813 NCalls = 136 -VariableMetric: Iteration # 22 - FCN = 297666.816294 Edm = 0.262072 NCalls = 139 -VariableMetric: Iteration # 23 - FCN = 297633.621361 Edm = 5095.75 NCalls = 144 -VariableMetric: Iteration # 24 - FCN = 297558.4988432 Edm = 2614.8 NCalls = 147 -VariableMetric: Iteration # 25 - FCN = 297511.1975411 Edm = 7265.08 NCalls = 150 -VariableMetric: Iteration # 26 - FCN = 297493.157676 Edm = 528.774 NCalls = 153 -VariableMetric: Iteration # 27 - FCN = 297485.6837509 Edm = 393.94 NCalls = 156 -VariableMetric: Iteration # 28 - FCN = 297482.535654 Edm = 208.719 NCalls = 159 -VariableMetric: Iteration # 29 - FCN = 297481.1735625 Edm = 821.859 NCalls = 161 -VariableMetric: Iteration # 30 - FCN = 297477.3413828 Edm = 253.975 NCalls = 163 -VariableMetric: Iteration # 31 - FCN = 297472.3142383 Edm = 53.2352 NCalls = 165 -VariableMetric: Iteration # 32 - FCN = 297471.0063927 Edm = 213.899 NCalls = 167 -VariableMetric: Iteration # 33 - FCN = 297470.5759762 Edm = 122.12 NCalls = 169 -VariableMetric: Iteration # 34 - FCN = 297469.6837205 Edm = 21.3154 NCalls = 171 -VariableMetric: Iteration # 35 - FCN = 297468.7014946 Edm = 24.7045 NCalls = 173 -VariableMetric: Iteration # 36 - FCN = 297467.0839586 Edm = 11.838 NCalls = 175 -VariableMetric: Iteration # 37 - FCN = 297465.5326845 Edm = 19.926 NCalls = 177 -VariableMetric: Iteration # 38 - FCN = 297464.9012143 Edm = 4.62179 NCalls = 179 -VariableMetric: Iteration # 39 - FCN = 297464.5074635 Edm = 9.02054 NCalls = 181 -VariableMetric: Iteration # 40 - FCN = 297463.6937013 Edm = 3.36607 NCalls = 183 -VariableMetric: Iteration # 41 - FCN = 297462.2794806 Edm = 22.7921 NCalls = 186 -VariableMetric: Iteration # 42 - FCN = 297460.7573514 Edm = 33.918 NCalls = 189 -VariableMetric: Iteration # 43 - FCN = 297458.5210253 Edm = 7.57113 NCalls = 195 -VariableMetric: Iteration # 44 - FCN = 297457.9615947 Edm = 3.46755 NCalls = 197 -VariableMetric: Iteration # 45 - FCN = 297457.0534287 Edm = 8.73367 NCalls = 198 -VariableMetric: Iteration # 46 - FCN = 297455.2176367 Edm = 8.00423 NCalls = 201 -VariableMetric: Iteration # 47 - FCN = 297452.6675759 Edm = 4.38678 NCalls = 203 -VariableMetric: Iteration # 48 - FCN = 297452.1080151 Edm = 3.60918 NCalls = 205 -VariableMetric: Iteration # 49 - FCN = 297450.7250893 Edm = 2.11813 NCalls = 208 -VariableMetric: Iteration # 50 - FCN = 297449.8848682 Edm = 0.982753 NCalls = 210 -VariableMetric: Iteration # 51 - FCN = 297449.4436062 Edm = 0.419426 NCalls = 212 -VariableMetric: Iteration # 52 - FCN = 297449.0470969 Edm = 0.322187 NCalls = 215 -VariableMetric: Iteration # 53 - FCN = 297448.3423004 Edm = 0.752487 NCalls = 218 -VariableMetric: Iteration # 54 - FCN = 297447.6480042 Edm = 1.18077 NCalls = 222 -VariableMetric: Iteration # 55 - FCN = 297446.1204637 Edm = 0.932739 NCalls = 226 -VariableMetric: Iteration # 56 - FCN = 297445.1717477 Edm = 0.99648 NCalls = 227 -VariableMetric: Iteration # 57 - FCN = 297444.6454189 Edm = 0.514052 NCalls = 229 -VariableMetric: Iteration # 58 - FCN = 297443.9634106 Edm = 0.281299 NCalls = 231 -VariableMetric: Iteration # 59 - FCN = 297443.4180791 Edm = 0.393262 NCalls = 234 -VariableMetric: Iteration # 60 - FCN = 297443.240385 Edm = 0.204483 NCalls = 236 -VariableMetric: Iteration # 61 - FCN = 297442.94169 Edm = 0.14503 NCalls = 239 -VariableMetric: Iteration # 62 - FCN = 297442.7044885 Edm = 0.165636 NCalls = 242 -VariableMetric: Iteration # 63 - FCN = 297442.5414025 Edm = 0.0930622 NCalls = 244 -VariableMetric: Iteration # 64 - FCN = 297442.4402255 Edm = 0.0520166 NCalls = 247 -VariableMetric: Iteration # 65 - FCN = 297442.3864927 Edm = 0.0278981 NCalls = 249 -VariableMetric: Iteration # 66 - FCN = 297442.3495952 Edm = 0.0210342 NCalls = 251 -VariableMetric: Iteration # 67 - FCN = 297442.3213125 Edm = 0.0147479 NCalls = 254 -VariableMetric: Iteration # 68 - FCN = 297442.2871136 Edm = 0.0201705 NCalls = 256 -VariableMetric: Iteration # 69 - FCN = 297442.2062124 Edm = 0.0280742 NCalls = 260 -VariableMetric: Iteration # 70 - FCN = 297442.1622995 Edm = 0.0559012 NCalls = 263 -VariableMetric: Iteration # 71 - FCN = 297442.1423001 Edm = 0.0332889 NCalls = 265 -VariableMetric: Iteration # 72 - FCN = 297442.0708812 Edm = 0.0291363 NCalls = 268 -VariableMetric: Iteration # 73 - FCN = 297441.9919177 Edm = 0.0202829 NCalls = 271 -VariableMetric: Iteration # 74 - FCN = 297441.9646556 Edm = 0.0490463 NCalls = 274 -VariableMetric: Iteration # 75 - FCN = 297441.9493968 Edm = 0.00648542 NCalls = 275 -VariableMetric: Iteration # 76 - FCN = 297441.9406104 Edm = 0.00185442 NCalls = 278 -VariableMetric: Iteration # 77 - FCN = 297441.9375909 Edm = 0.00155868 NCalls = 280 -VariableMetric: Iteration # 78 - FCN = 297441.9318136 Edm = 0.00444644 NCalls = 283 -VariableMetric: Iteration # 79 - FCN = 297441.9155848 Edm = 0.00334294 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297441.9100905 Edm = 0.000889313 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297441.9080359 Edm = 0.00070104 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297441.9061589 Edm = 0.000609516 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297441.9047347 Edm = 0.000544638 NCalls = 294 -VariableMetric: Iteration # 84 - FCN = 297441.9036863 Edm = 0.00021513 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297441.9034208 Edm = 3.05859e-05 NCalls = 298 -VariableMetric: After Hessian - FCN = 297441.9034208 Edm = 0.000726044 NCalls = 835 -VariableMetric: Iteration # 86 - FCN = 297441.9034208 Edm = 0.000726044 NCalls = 835 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308831.3537038 Edm = 15.4301 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308831.3537038 Edm = 15.4301 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303904.9761053 Edm = 115.299 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303569.4832391 Edm = 19.4253 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303425.0234526 Edm = 96.7848 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301813.0572016 Edm = 34.1099 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 301732.8639771 Edm = 53.1033 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 301631.588106 Edm = 57.2722 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 301591.5420074 Edm = 17.3 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 301494.9316649 Edm = 21.7093 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 301489.7319687 Edm = 18.3282 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 301475.2915296 Edm = 11.9241 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 301341.8352372 Edm = 240.087 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 301327.1437083 Edm = 33.8111 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298801.0392097 Edm = 740.772 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298109.0783146 Edm = 53.7441 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 298001.7239564 Edm = 43.3523 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297895.8645458 Edm = 10.1584 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297880.4798921 Edm = 1.17064 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297877.866645 Edm = 0.39955 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297876.4976039 Edm = 0.160712 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297876.1654587 Edm = 0.136409 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297841.8022711 Edm = 9.15983 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297830.5870148 Edm = 0.37472 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297830.100284 Edm = 0.0578596 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297829.8510822 Edm = 0.081493 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297826.9811048 Edm = 1.96263 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297738.7180523 Edm = 41.8702 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297730.6660937 Edm = 32.1067 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297704.0295904 Edm = 15.7893 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297690.0603604 Edm = 5.542 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297686.6961721 Edm = 2.27901 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297685.6210955 Edm = 0.474123 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297685.2265556 Edm = 0.0928533 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297685.1001942 Edm = 0.0288277 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297684.7288278 Edm = 0.405934 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297682.3225212 Edm = 1.96773 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297588.5189572 Edm = 28.1189 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297542.7688788 Edm = 5.17401 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297529.723392 Edm = 4.11679 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297521.9882658 Edm = 4.26873 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297518.0539897 Edm = 0.67773 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297517.3585432 Edm = 0.0656363 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297517.2888142 Edm = 0.0281594 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297517.2610798 Edm = 0.0189652 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297517.0925893 Edm = 0.120195 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297443.0899004 Edm = 30.119 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297410.5306712 Edm = 26.883 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297386.8851041 Edm = 4.90579 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297381.0615514 Edm = 0.742246 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297379.6281634 Edm = 0.0546353 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297379.5412691 Edm = 0.016655 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297379.4706328 Edm = 0.0607032 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297376.4015624 Edm = 1.96577 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297351.9134235 Edm = 5.14264 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297344.0621425 Edm = 2.63592 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297338.6066289 Edm = 3.66108 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297324.2157697 Edm = 4.61419 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297319.4561043 Edm = 2.69563 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297316.9121904 Edm = 1.54873 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297316.0605893 Edm = 1.34925 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297314.8287622 Edm = 0.754265 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297313.718922 Edm = 0.439394 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297313.1351808 Edm = 0.02329 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297313.1082336 Edm = 0.00526125 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297313.1029745 Edm = 0.0023375 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297313.0944893 Edm = 0.00563001 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297313.0122565 Edm = 0.0588688 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297310.4429463 Edm = 2.67009 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297309.7231088 Edm = 0.71152 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297307.1844455 Edm = 1.72858 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297302.9615197 Edm = 0.738671 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297302.1435443 Edm = 0.128586 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297301.9988266 Edm = 0.0118006 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297301.9765468 Edm = 0.0019503 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297301.9733678 Edm = 0.00100892 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297301.96942 Edm = 0.00289653 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297301.9505348 Edm = 0.0144278 NCalls = 236 -VariableMetric: Iteration # 77 - FCN = 297301.1913891 Edm = 0.767391 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297300.6679933 Edm = 0.446846 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297294.8338718 Edm = 1.15049 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297293.7478257 Edm = 0.238254 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297293.4114996 Edm = 0.0673964 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297293.3454775 Edm = 0.00366835 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297293.3414273 Edm = 0.000652325 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297293.3404757 Edm = 0.000621664 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297293.3359826 Edm = 0.00401134 NCalls = 260 -VariableMetric: Iteration # 86 - FCN = 297293.245774 Edm = 0.0836935 NCalls = 264 -VariableMetric: Iteration # 87 - FCN = 297292.0821075 Edm = 0.638519 NCalls = 267 -VariableMetric: Iteration # 88 - FCN = 297290.4112546 Edm = 0.0455095 NCalls = 270 -VariableMetric: Iteration # 89 - FCN = 297290.3688246 Edm = 0.00253624 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297290.3669184 Edm = 7.48176e-05 NCalls = 274 -VariableMetric: After Hessian - FCN = 297290.3669184 Edm = 354.962 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297290.3669184 Edm = 354.962 NCalls = 751 -VariableMetric: Iteration # 92 - FCN = 297288.3297832 Edm = 87.0408 NCalls = 757 -VariableMetric: Iteration # 93 - FCN = 297283.6990959 Edm = 3.77124 NCalls = 761 -VariableMetric: Iteration # 94 - FCN = 297281.8585638 Edm = 1.57417 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297280.6441889 Edm = 0.660535 NCalls = 766 -VariableMetric: Iteration # 96 - FCN = 297279.5021057 Edm = 0.315247 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297279.0668779 Edm = 0.752853 NCalls = 771 -VariableMetric: Iteration # 98 - FCN = 297278.7583736 Edm = 0.208742 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297278.3384176 Edm = 0.441299 NCalls = 777 -VariableMetric: Iteration # 100 - FCN = 297277.6902432 Edm = 1.01553 NCalls = 780 -VariableMetric: Iteration # 101 - FCN = 297277.5829443 Edm = 0.163526 NCalls = 782 -VariableMetric: Iteration # 102 - FCN = 297277.0718218 Edm = 0.754633 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297274.5871456 Edm = 6.94914 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297269.8816261 Edm = 4.38549 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297269.7850004 Edm = 0.165672 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297268.3937572 Edm = 2.58511 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297267.1461539 Edm = 1.22116 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297259.4979953 Edm = 3.22331 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297256.3467945 Edm = 1.27018 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297255.0202573 Edm = 0.703436 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297253.7075114 Edm = 0.280195 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297253.4245535 Edm = 0.17357 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297253.0831682 Edm = 0.14011 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297252.8160895 Edm = 0.0313176 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297252.72641 Edm = 0.0193456 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297252.69292 Edm = 0.00552779 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297252.6744339 Edm = 0.00946013 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297252.6448734 Edm = 0.00431327 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297252.6312972 Edm = 0.00421007 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297252.6201321 Edm = 0.002573 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297252.5951297 Edm = 0.00724857 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297252.5810608 Edm = 0.00403407 NCalls = 844 -VariableMetric: Iteration # 123 - FCN = 297252.5311865 Edm = 0.0193776 NCalls = 847 -VariableMetric: Iteration # 124 - FCN = 297252.4916408 Edm = 0.0103564 NCalls = 850 -VariableMetric: Iteration # 125 - FCN = 297252.4378341 Edm = 0.0205418 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297252.3913709 Edm = 0.0115404 NCalls = 855 -VariableMetric: Iteration # 127 - FCN = 297252.3689696 Edm = 0.00935272 NCalls = 857 -VariableMetric: Iteration # 128 - FCN = 297252.3404307 Edm = 0.0148237 NCalls = 859 -VariableMetric: Iteration # 129 - FCN = 297252.2634774 Edm = 0.0107983 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297252.2456516 Edm = 0.00296005 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297252.2369967 Edm = 0.00222187 NCalls = 865 -VariableMetric: Iteration # 132 - FCN = 297252.2329533 Edm = 0.000670817 NCalls = 867 -VariableMetric: Iteration # 133 - FCN = 297252.231803 Edm = 0.000249539 NCalls = 869 -VariableMetric: Iteration # 134 - FCN = 297252.2310102 Edm = 0.000348573 NCalls = 871 -VariableMetric: Iteration # 135 - FCN = 297252.2298662 Edm = 0.000189559 NCalls = 873 -VariableMetric: Iteration # 136 - FCN = 297252.2293712 Edm = 0.000150811 NCalls = 875 -VariableMetric: Iteration # 137 - FCN = 297252.2288396 Edm = 0.000102375 NCalls = 877 -VariableMetric: Iteration # 138 - FCN = 297252.2286042 Edm = 7.29898e-05 NCalls = 879 -VariableMetric: After Hessian - FCN = 297252.2286042 Edm = 0.00105018 NCalls = 1364 -VariableMetric: Iteration # 139 - FCN = 297252.2286042 Edm = 0.00105018 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311034.3236267 Edm = 39.5944 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311034.3236267 Edm = 39.5944 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308483.4492248 Edm = 16.6963 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 308466.7493767 Edm = 17.4294 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 303282.7476499 Edm = 1379.9 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299604.9426678 Edm = 13.5577 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299597.2360242 Edm = 7.51566 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299481.5610295 Edm = 2.9725 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299466.0925625 Edm = 24.1 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299318.9792015 Edm = 134.323 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298455.9917411 Edm = 205.591 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298087.6507928 Edm = 19.0634 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298067.6619228 Edm = 3.0756 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298066.3361631 Edm = 0.175909 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298065.8887923 Edm = 0.283539 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297822.739139 Edm = 83.4951 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297765.9804114 Edm = 49.6397 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297739.206555 Edm = 5.30985 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297733.9317634 Edm = 0.483417 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297733.0846588 Edm = 0.187722 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297732.4663943 Edm = 0.584856 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297667.1029568 Edm = 44.0495 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297458.8597922 Edm = 42.7279 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297418.8569702 Edm = 7.79996 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297413.8346908 Edm = 0.847077 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297411.2101295 Edm = 1.09971 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297407.3066219 Edm = 1.52648 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297398.8693346 Edm = 8.73045 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297396.8605677 Edm = 10.3163 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297387.5200907 Edm = 7.65791 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297377.6742146 Edm = 1.92264 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297376.0423498 Edm = 0.31692 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297375.6313924 Edm = 0.0575517 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297375.5097355 Edm = 0.0824504 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297372.5862749 Edm = 2.70099 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297340.0456658 Edm = 5.11067 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297335.0393556 Edm = 0.402296 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297334.7136145 Edm = 0.020611 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297334.6847227 Edm = 0.00786419 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297334.5061933 Edm = 0.139702 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297330.8067182 Edm = 3.94608 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297315.4160042 Edm = 16.3711 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297315.1896921 Edm = 0.579388 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297298.8590949 Edm = 6.35052 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297289.8378592 Edm = 1.01116 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297288.1002718 Edm = 0.746316 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297285.6681928 Edm = 0.435263 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297284.955674 Edm = 0.00881516 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297284.9339734 Edm = 0.0113413 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297284.7251547 Edm = 0.191452 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297281.6551305 Edm = 2.47048 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297278.0740632 Edm = 1.96389 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297276.3604222 Edm = 0.333682 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297275.9215592 Edm = 0.114709 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297275.6277998 Edm = 0.0378338 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297275.6053396 Edm = 0.010822 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297275.5935559 Edm = 0.00159558 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297275.5893378 Edm = 0.00140084 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297275.5351669 Edm = 0.0467108 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297274.6289185 Edm = 1.60617 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297270.4571792 Edm = 6.04234 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297268.7803938 Edm = 1.47317 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297257.7625581 Edm = 2.71952 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297255.4768066 Edm = 0.790494 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297254.307342 Edm = 0.167187 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297254.0444712 Edm = 0.0163812 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297254.0277143 Edm = 0.00602348 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297254.0196948 Edm = 0.00395377 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297254.0105969 Edm = 0.00158809 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297254.0088502 Edm = 0.000116785 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297254.0083992 Edm = 0.00033953 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297253.9523837 Edm = 0.0582696 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297253.8266214 Edm = 0.044759 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297253.0207907 Edm = 0.447293 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297251.7939603 Edm = 0.453048 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297251.5170394 Edm = 0.0692113 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297251.4034462 Edm = 0.0340817 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297251.3529616 Edm = 0.00537328 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297251.3466999 Edm = 0.000369778 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297251.3463342 Edm = 2.01269e-05 NCalls = 257 -VariableMetric: After Hessian - FCN = 297251.3463342 Edm = 3.51472 NCalls = 738 -VariableMetric: Iteration # 79 - FCN = 297251.3463342 Edm = 3.51472 NCalls = 738 -VariableMetric: Iteration # 80 - FCN = 297251.0542621 Edm = 1.91773 NCalls = 740 -VariableMetric: Iteration # 81 - FCN = 297248.9788355 Edm = 0.532129 NCalls = 743 -VariableMetric: Iteration # 82 - FCN = 297248.7302968 Edm = 0.921997 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297248.311787 Edm = 0.732585 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297248.1458629 Edm = 0.223992 NCalls = 750 -VariableMetric: Iteration # 85 - FCN = 297247.9663549 Edm = 0.0567366 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297247.8882486 Edm = 0.0265514 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297247.8582008 Edm = 0.0413534 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297247.8238079 Edm = 0.0359408 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297247.7775842 Edm = 0.0304766 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297247.692771 Edm = 0.105551 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297247.6097481 Edm = 0.111057 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297247.466936 Edm = 0.286008 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297247.1147384 Edm = 0.341286 NCalls = 772 -VariableMetric: Iteration # 94 - FCN = 297246.8441007 Edm = 0.425017 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297246.3174843 Edm = 0.274959 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297246.2151326 Edm = 0.285546 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297245.4886828 Edm = 0.705815 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297244.8232288 Edm = 0.844226 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297244.3189146 Edm = 0.536712 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297243.9396221 Edm = 0.542033 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297243.2876924 Edm = 0.982093 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297242.0190207 Edm = 2.0465 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297240.8660255 Edm = 0.889446 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297240.1115973 Edm = 1.33671 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297239.351516 Edm = 0.356019 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297239.030001 Edm = 0.340645 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297238.801419 Edm = 0.0961321 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297238.6702292 Edm = 0.0431359 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297238.6316528 Edm = 0.0215364 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297238.6114877 Edm = 0.00507245 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297238.6050566 Edm = 0.000890585 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297238.6027394 Edm = 0.000587627 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297238.6011342 Edm = 0.000609228 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297238.5995718 Edm = 0.000546346 NCalls = 828 -VariableMetric: Iteration # 115 - FCN = 297238.5986359 Edm = 0.000173076 NCalls = 830 -VariableMetric: Iteration # 116 - FCN = 297238.5983232 Edm = 7.37859e-05 NCalls = 832 -VariableMetric: After Hessian - FCN = 297238.5983232 Edm = 0.000141618 NCalls = 1319 -VariableMetric: Iteration # 117 - FCN = 297238.5983232 Edm = 0.000141618 NCalls = 1319 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323198.3137044 Edm = 133.169 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323198.3137044 Edm = 133.169 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304699.4412801 Edm = 18.4599 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304063.8466106 Edm = 3999.67 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303533.1328838 Edm = 17232.2 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 303292.0550229 Edm = 961.446 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 303102.9649287 Edm = 56.5735 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 303080.5976136 Edm = 2.57406 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 300254.5007396 Edm = 56.3921 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300198.7140206 Edm = 3.04128 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 300193.3873489 Edm = 0.831042 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 300183.7738235 Edm = 9.93894 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 299968.2915013 Edm = 123.305 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298275.2610915 Edm = 564.308 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297839.2158498 Edm = 181.277 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297707.0298836 Edm = 9.99945 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297698.5600492 Edm = 0.40309 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297698.0506379 Edm = 0.0668952 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297695.7314805 Edm = 2.0342 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297484.8780742 Edm = 58.0705 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297430.7452683 Edm = 5.2189 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297424.8941223 Edm = 0.123694 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297424.7158241 Edm = 0.0294167 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297424.5429313 Edm = 0.134209 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297315.3510933 Edm = 40.5391 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297257.4517957 Edm = 5.69943 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297251.2013087 Edm = 0.169322 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297250.983698 Edm = 0.0157224 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297250.9094899 Edm = 0.0287462 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297250.7590661 Edm = 0.104945 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297235.9363005 Edm = 15.0401 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297163.6274336 Edm = 5.03122 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297159.6525773 Edm = 0.262891 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297159.4050357 Edm = 0.0491031 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297159.3751196 Edm = 0.0157083 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297159.3323802 Edm = 0.0163007 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297159.2972837 Edm = 0.00303246 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297159.2647329 Edm = 0.0325186 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297154.8098831 Edm = 0.746922 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297147.0652989 Edm = 3.07265 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297139.137082 Edm = 2.12052 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297134.6837541 Edm = 1.14553 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297134.3563818 Edm = 0.866994 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297133.2603858 Edm = 0.496282 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297132.6650785 Edm = 0.764156 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297131.8785516 Edm = 0.889653 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297131.1579706 Edm = 0.142567 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297130.9884503 Edm = 0.00596035 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297130.9814869 Edm = 0.00103795 NCalls = 146 -VariableMetric: Iteration # 48 - FCN = 297130.9740399 Edm = 0.00573128 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297130.9336858 Edm = 0.0157012 NCalls = 152 -VariableMetric: Iteration # 50 - FCN = 297130.229739 Edm = 0.659186 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297124.1291207 Edm = 1.85668 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297121.7016458 Edm = 3.33147 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297119.8494201 Edm = 1.0447 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297118.0233502 Edm = 0.58544 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297116.6013948 Edm = 0.199915 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297116.4356748 Edm = 0.0860315 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297116.3990691 Edm = 0.0201537 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297116.3820594 Edm = 0.00452041 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297116.3749199 Edm = 0.00216862 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297116.3617815 Edm = 0.0123788 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297115.7588248 Edm = 0.661152 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297115.7512409 Edm = 0.00763702 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297115.7140901 Edm = 0.0568064 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297113.5276138 Edm = 1.07773 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297103.3885429 Edm = 4.39675 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297102.5493501 Edm = 2.16002 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297099.8386663 Edm = 1.85733 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297098.2262733 Edm = 2.10447 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297096.9886088 Edm = 0.670786 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297096.471142 Edm = 0.154404 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297096.2709332 Edm = 0.0336937 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297096.2326074 Edm = 0.00947648 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297096.2187316 Edm = 0.00349643 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297096.2124693 Edm = 0.00138977 NCalls = 226 -VariableMetric: Iteration # 75 - FCN = 297096.208609 Edm = 0.000395819 NCalls = 228 -VariableMetric: Iteration # 76 - FCN = 297096.2074806 Edm = 0.000593337 NCalls = 230 -VariableMetric: Iteration # 77 - FCN = 297096.2014779 Edm = 0.00474822 NCalls = 233 -VariableMetric: Iteration # 78 - FCN = 297094.4395431 Edm = 1.49122 NCalls = 239 -VariableMetric: Iteration # 79 - FCN = 297088.289861 Edm = 3.98315 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297086.9269852 Edm = 0.19996 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297086.8066339 Edm = 0.0274864 NCalls = 245 -VariableMetric: Iteration # 82 - FCN = 297086.7644735 Edm = 0.00652799 NCalls = 247 -VariableMetric: Iteration # 83 - FCN = 297086.7561103 Edm = 0.000490517 NCalls = 249 -VariableMetric: Iteration # 84 - FCN = 297086.7551935 Edm = 0.000284135 NCalls = 251 -VariableMetric: Iteration # 85 - FCN = 297086.7494807 Edm = 0.00395158 NCalls = 255 -VariableMetric: Iteration # 86 - FCN = 297086.6443177 Edm = 0.103304 NCalls = 259 -VariableMetric: Iteration # 87 - FCN = 297085.4055966 Edm = 1.09455 NCalls = 262 -VariableMetric: Iteration # 88 - FCN = 297083.6766401 Edm = 0.197799 NCalls = 266 -VariableMetric: Iteration # 89 - FCN = 297083.467995 Edm = 0.00960358 NCalls = 267 -VariableMetric: Iteration # 90 - FCN = 297083.4590932 Edm = 0.00070392 NCalls = 269 -VariableMetric: Iteration # 91 - FCN = 297083.4584151 Edm = 0.000107122 NCalls = 270 -VariableMetric: Iteration # 92 - FCN = 297083.4580073 Edm = 0.000257902 NCalls = 272 -VariableMetric: Iteration # 93 - FCN = 297083.4539894 Edm = 0.00280226 NCalls = 275 -VariableMetric: Iteration # 94 - FCN = 297083.3378011 Edm = 0.111253 NCalls = 279 -VariableMetric: Iteration # 95 - FCN = 297081.8581304 Edm = 0.137434 NCalls = 282 -VariableMetric: Iteration # 96 - FCN = 297081.7183306 Edm = 0.00608287 NCalls = 283 -VariableMetric: Iteration # 97 - FCN = 297081.713375 Edm = 0.000261217 NCalls = 285 -VariableMetric: Iteration # 98 - FCN = 297081.7130527 Edm = 8.53455e-05 NCalls = 287 -VariableMetric: Iteration # 99 - FCN = 297081.7125496 Edm = 0.000300997 NCalls = 290 -VariableMetric: Iteration # 100 - FCN = 297081.7088755 Edm = 0.00295233 NCalls = 293 -VariableMetric: Iteration # 101 - FCN = 297081.5073605 Edm = 0.186106 NCalls = 298 -VariableMetric: Iteration # 102 - FCN = 297080.2346434 Edm = 0.271234 NCalls = 301 -VariableMetric: Iteration # 103 - FCN = 297079.9983818 Edm = 0.075907 NCalls = 303 -VariableMetric: Iteration # 104 - FCN = 297079.9234823 Edm = 0.00356609 NCalls = 305 -VariableMetric: Iteration # 105 - FCN = 297079.919705 Edm = 0.00023209 NCalls = 306 -VariableMetric: Iteration # 106 - FCN = 297079.9193706 Edm = 3.88108e-05 NCalls = 308 -VariableMetric: After Hessian - FCN = 297079.9193706 Edm = 1.85913 NCalls = 779 -VariableMetric: Iteration # 107 - FCN = 297079.9193706 Edm = 1.85913 NCalls = 779 -VariableMetric: Iteration # 108 - FCN = 297076.9533672 Edm = 4.20674 NCalls = 783 -VariableMetric: Iteration # 109 - FCN = 297076.9533672 Edm = 4.20674 NCalls = 794 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331717.3939274 Edm = 465.957 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331717.3939274 Edm = 465.957 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304886.7074029 Edm = 7.9565 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303965.5221038 Edm = 67.0904 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303949.5348171 Edm = 4.31002 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 303900.2731736 Edm = 46.8506 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 301824.5044264 Edm = 349.23 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 300587.4042426 Edm = 83.339 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 300534.7958853 Edm = 56.6642 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 299699.0943756 Edm = 512.925 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 299694.9623655 Edm = 19.2548 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299201.5387402 Edm = 13.191 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 299178.7346124 Edm = 0.40689 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 299177.9533272 Edm = 0.126911 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 299176.5690145 Edm = 1.16846 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 298439.3507172 Edm = 364.924 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 298436.3665396 Edm = 1.46092 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 298431.2403877 Edm = 4.23419 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 298145.7966254 Edm = 125.935 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297857.1094097 Edm = 35.413 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297811.8793902 Edm = 0.676599 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297811.1489861 Edm = 0.0641153 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297810.954421 Edm = 0.161853 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297793.8238402 Edm = 18.0753 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297793.5083133 Edm = 0.306753 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297763.5749219 Edm = 20.8082 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 297706.6597822 Edm = 3.16451 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297701.7177546 Edm = 1.49174 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297698.8559802 Edm = 3.75608 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297692.0081547 Edm = 3.02927 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297677.7752667 Edm = 3.06426 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297677.0320281 Edm = 2.26707 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297673.6941213 Edm = 0.110915 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297673.5728205 Edm = 0.0522182 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297673.1322045 Edm = 0.351052 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297650.7121732 Edm = 10.983 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297629.1357617 Edm = 21.6955 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297603.0309162 Edm = 2.63524 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297601.192628 Edm = 4.90865 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297599.0542448 Edm = 0.676929 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297598.0531393 Edm = 0.0638341 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297598.0030237 Edm = 0.0102519 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297597.9255548 Edm = 0.0717972 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297596.2331879 Edm = 0.4773 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297594.8161461 Edm = 0.759092 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297592.4622146 Edm = 2.83304 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297569.4211853 Edm = 16.3262 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297526.3705466 Edm = 30.1064 NCalls = 176 -VariableMetric: Iteration # 47 - FCN = 297498.4728267 Edm = 11.7435 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297482.4508558 Edm = 13.9437 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297478.1468863 Edm = 6.22317 NCalls = 183 -VariableMetric: Iteration # 50 - FCN = 297461.6929263 Edm = 7.09846 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297454.231505 Edm = 0.799645 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297453.7147681 Edm = 0.116776 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297453.5801511 Edm = 0.0407822 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297453.4138182 Edm = 0.121935 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297450.2596513 Edm = 2.38136 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297438.7191844 Edm = 2.11355 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297435.0210872 Edm = 1.53591 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297431.9367905 Edm = 3.01007 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297425.8161475 Edm = 4.50833 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297418.0740159 Edm = 2.8961 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297415.2792749 Edm = 1.68747 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297410.0182557 Edm = 9.37311 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297397.3592224 Edm = 8.50982 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297387.9677505 Edm = 10.6396 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297385.483059 Edm = 0.967429 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297384.2723838 Edm = 0.264174 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297383.7742296 Edm = 0.0601175 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297383.6811163 Edm = 0.0199537 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297383.5990679 Edm = 0.0382387 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297383.5001838 Edm = 0.0155833 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297383.2684092 Edm = 0.195969 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297381.550827 Edm = 2.06398 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297374.9083211 Edm = 7.45879 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297358.1046786 Edm = 10.8981 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297353.8915356 Edm = 39.1765 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297334.9488955 Edm = 10.4631 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297325.7188984 Edm = 10.1468 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297318.3029312 Edm = 3.82414 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297313.2736954 Edm = 1.38771 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297311.2004271 Edm = 0.57975 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297310.5927137 Edm = 0.19815 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297310.4296433 Edm = 0.0918723 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297310.352937 Edm = 0.0372864 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297310.3011424 Edm = 0.00577065 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297310.2867657 Edm = 0.00267008 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297310.2736135 Edm = 0.0069015 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297309.3916839 Edm = 0.83036 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297308.7984832 Edm = 7.00506 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297307.7258554 Edm = 0.150767 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297307.4051533 Edm = 0.204616 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297306.0494295 Edm = 1.88656 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297304.6902763 Edm = 1.71823 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297304.0831381 Edm = 0.477401 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297301.1738811 Edm = 1.26505 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297298.6246765 Edm = 2.47573 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297297.1066568 Edm = 0.705473 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297295.4232172 Edm = 0.562679 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297294.5041341 Edm = 0.311845 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297294.2676444 Edm = 0.139545 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297294.087492 Edm = 0.0216165 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297294.0564831 Edm = 0.0035853 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297294.0512233 Edm = 0.00289716 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297294.0242747 Edm = 0.0235429 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297293.8522803 Edm = 0.140301 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297293.1288854 Edm = 0.857935 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297292.4221766 Edm = 0.650835 NCalls = 359 -VariableMetric: Iteration # 107 - FCN = 297283.1891508 Edm = 6.14558 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297280.6916497 Edm = 1.20563 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297279.244411 Edm = 0.770366 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297278.9101482 Edm = 0.184258 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297278.5656637 Edm = 0.0976222 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297278.3701713 Edm = 0.137074 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297278.1616992 Edm = 0.100465 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297278.0542595 Edm = 0.0122693 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297278.0395346 Edm = 0.00287191 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297278.0343537 Edm = 0.00261293 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297278.0150105 Edm = 0.0137788 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297277.9704534 Edm = 0.0125812 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297277.9213106 Edm = 0.0330929 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297276.2216053 Edm = 1.35358 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297272.2916773 Edm = 2.7375 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297270.2639162 Edm = 0.592777 NCalls = 400 -VariableMetric: Iteration # 123 - FCN = 297269.8628823 Edm = 0.0908385 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297269.7683791 Edm = 0.0269954 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297269.7230996 Edm = 0.00877107 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297269.7135253 Edm = 0.00247193 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297269.7106979 Edm = 0.000257351 NCalls = 409 -VariableMetric: Iteration # 128 - FCN = 297269.7101557 Edm = 0.000196159 NCalls = 411 -VariableMetric: Iteration # 129 - FCN = 297269.7090427 Edm = 0.000623651 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297269.7052749 Edm = 0.0034243 NCalls = 417 -VariableMetric: Iteration # 131 - FCN = 297269.4602163 Edm = 0.25834 NCalls = 424 -VariableMetric: Iteration # 132 - FCN = 297269.4097531 Edm = 0.0506551 NCalls = 429 -VariableMetric: Iteration # 133 - FCN = 297269.1855434 Edm = 0.230588 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297269.1478563 Edm = 0.0360218 NCalls = 441 -VariableMetric: Iteration # 135 - FCN = 297264.848167 Edm = 4.42106 NCalls = 450 -VariableMetric: Iteration # 136 - FCN = 297264.8041086 Edm = 0.0774549 NCalls = 452 -VariableMetric: Iteration # 137 - FCN = 297264.2225198 Edm = 0.469194 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297262.9999498 Edm = 0.505195 NCalls = 458 -VariableMetric: Iteration # 139 - FCN = 297262.1121897 Edm = 0.215482 NCalls = 460 -VariableMetric: Iteration # 140 - FCN = 297261.5842227 Edm = 0.0671572 NCalls = 462 -VariableMetric: Iteration # 141 - FCN = 297261.492002 Edm = 0.0106454 NCalls = 464 -VariableMetric: Iteration # 142 - FCN = 297261.4792137 Edm = 0.00152649 NCalls = 466 -VariableMetric: Iteration # 143 - FCN = 297261.4775442 Edm = 0.000459193 NCalls = 468 -VariableMetric: Iteration # 144 - FCN = 297261.4758305 Edm = 0.00140082 NCalls = 470 -VariableMetric: Iteration # 145 - FCN = 297261.4371321 Edm = 0.0312005 NCalls = 475 -VariableMetric: Iteration # 146 - FCN = 297260.4155289 Edm = 0.86753 NCalls = 479 -VariableMetric: Iteration # 147 - FCN = 297256.3578242 Edm = 1.71836 NCalls = 482 -VariableMetric: Iteration # 148 - FCN = 297254.3517323 Edm = 0.361535 NCalls = 484 -VariableMetric: Iteration # 149 - FCN = 297253.9308186 Edm = 0.0752409 NCalls = 486 -VariableMetric: Iteration # 150 - FCN = 297253.8156575 Edm = 0.0138908 NCalls = 489 -VariableMetric: Iteration # 151 - FCN = 297253.7972888 Edm = 0.0007117 NCalls = 491 -VariableMetric: Iteration # 152 - FCN = 297253.7962156 Edm = 0.000288536 NCalls = 493 -VariableMetric: Iteration # 153 - FCN = 297253.7955605 Edm = 0.000459628 NCalls = 495 -VariableMetric: Iteration # 154 - FCN = 297253.7931816 Edm = 0.00195557 NCalls = 498 -VariableMetric: Iteration # 155 - FCN = 297253.7765361 Edm = 0.0176196 NCalls = 501 -VariableMetric: Iteration # 156 - FCN = 297253.7421726 Edm = 0.0286403 NCalls = 505 -VariableMetric: Iteration # 157 - FCN = 297252.7550123 Edm = 0.91016 NCalls = 510 -VariableMetric: Iteration # 158 - FCN = 297251.4720539 Edm = 0.615517 NCalls = 518 -VariableMetric: Iteration # 159 - FCN = 297250.5929926 Edm = 0.667196 NCalls = 521 -VariableMetric: Iteration # 160 - FCN = 297249.9755609 Edm = 0.10347 NCalls = 524 -VariableMetric: Iteration # 161 - FCN = 297249.8814916 Edm = 0.00786818 NCalls = 526 -VariableMetric: Iteration # 162 - FCN = 297249.8744265 Edm = 0.000710329 NCalls = 527 -VariableMetric: Iteration # 163 - FCN = 297249.8737894 Edm = 0.000116353 NCalls = 528 -VariableMetric: Iteration # 164 - FCN = 297249.8735197 Edm = 0.000181201 NCalls = 530 -VariableMetric: Iteration # 165 - FCN = 297249.8721029 Edm = 0.00151969 NCalls = 534 -VariableMetric: Iteration # 166 - FCN = 297249.8536551 Edm = 0.0174399 NCalls = 540 -VariableMetric: Iteration # 167 - FCN = 297249.4754405 Edm = 0.240523 NCalls = 544 -VariableMetric: Iteration # 168 - FCN = 297248.4990359 Edm = 0.216769 NCalls = 547 -VariableMetric: Iteration # 169 - FCN = 297248.19142 Edm = 0.0177466 NCalls = 549 -VariableMetric: Iteration # 170 - FCN = 297248.1706876 Edm = 0.000510084 NCalls = 551 -VariableMetric: Iteration # 171 - FCN = 297248.1701032 Edm = 3.6458e-05 NCalls = 553 -VariableMetric: After Hessian - FCN = 297248.1701032 Edm = 4.73721 NCalls = 1032 -VariableMetric: Iteration # 172 - FCN = 297248.1701032 Edm = 4.73721 NCalls = 1032 -VariableMetric: Iteration # 173 - FCN = 297246.3763924 Edm = 2.03598 NCalls = 1034 -VariableMetric: Iteration # 174 - FCN = 297244.5767227 Edm = 0.364588 NCalls = 1036 -VariableMetric: Iteration # 175 - FCN = 297244.3782622 Edm = 0.0576752 NCalls = 1038 -VariableMetric: Iteration # 176 - FCN = 297244.3244389 Edm = 0.0209134 NCalls = 1040 -VariableMetric: Iteration # 177 - FCN = 297244.2978409 Edm = 0.00888655 NCalls = 1042 -VariableMetric: Iteration # 178 - FCN = 297244.2767368 Edm = 0.0119677 NCalls = 1044 -VariableMetric: Iteration # 179 - FCN = 297244.2561065 Edm = 0.00502009 NCalls = 1046 -VariableMetric: Iteration # 180 - FCN = 297244.2464622 Edm = 0.00366678 NCalls = 1048 -VariableMetric: Iteration # 181 - FCN = 297244.2390367 Edm = 0.000803642 NCalls = 1050 -VariableMetric: Iteration # 182 - FCN = 297244.2384036 Edm = 4.76829e-05 NCalls = 1052 -VariableMetric: After Hessian - FCN = 297244.2384036 Edm = 4.13113e-05 NCalls = 1541 -VariableMetric: Iteration # 183 - FCN = 297244.2384036 Edm = 4.13113e-05 NCalls = 1541 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326933.4993539 Edm = 2059.72 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326933.4993539 Edm = 2059.72 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307682.0850199 Edm = 7.95486 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304400.2147762 Edm = 6.73351 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 304362.2020474 Edm = 100.845 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 304338.5704573 Edm = 16.9025 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301542.5678136 Edm = 121.239 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 301298.4512762 Edm = 18.1633 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 301273.6861874 Edm = 56.7547 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 300810.2627961 Edm = 64.3609 NCalls = 50 -VariableMetric: Iteration # 9 - FCN = 300810.2627961 Edm = 64.3609 NCalls = 61 -VariableMetric: After Hessian - FCN = 300810.2627961 Edm = 7.06649e+08 NCalls = 534 -VariableMetric: Iteration # 10 - FCN = 300810.2627961 Edm = 7.06649e+08 NCalls = 534 -VariableMetric: Iteration # 11 - FCN = 300810.2627961 Edm = 7.06649e+08 NCalls = 545 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300636.3427286 Edm = 4.6188 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300636.3427286 Edm = 4.6188 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299064.5861854 Edm = 0.574893 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299053.1491962 Edm = 3.60418 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299051.3406912 Edm = 0.825004 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298570.2016946 Edm = 94.4809 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298404.7994991 Edm = 272.352 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298003.6493328 Edm = 63.395 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297895.3708953 Edm = 282.915 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297814.7219884 Edm = 11.2762 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297788.2553631 Edm = 1.23758 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297786.7421833 Edm = 1.04378 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297769.9361773 Edm = 22.8564 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297729.7301323 Edm = 31.0125 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297521.9355231 Edm = 5.43687 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297515.8488835 Edm = 0.0416185 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297515.674294 Edm = 0.0899363 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297503.3862846 Edm = 10.1428 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297502.6227514 Edm = 1.21233 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297489.2247839 Edm = 9.04084 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297444.3904594 Edm = 30.4424 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297425.8074202 Edm = 25.7178 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297419.6683957 Edm = 2.553 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297417.5438847 Edm = 0.21177 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297417.2728595 Edm = 0.195535 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297414.6973096 Edm = 2.21375 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297371.6942906 Edm = 0.353767 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297371.3134811 Edm = 0.0400124 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297371.2189846 Edm = 0.0439971 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297369.4775676 Edm = 1.23073 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297350.7772659 Edm = 9.11214 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297335.4684879 Edm = 4.98194 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297311.8067378 Edm = 8.20417 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297303.9948525 Edm = 5.36714 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297299.050866 Edm = 1.94941 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297295.8423446 Edm = 0.28612 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297295.4671221 Edm = 0.024896 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297295.4449091 Edm = 0.00465723 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297295.4292376 Edm = 0.00883209 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297295.2548627 Edm = 0.132161 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297282.1348265 Edm = 8.87548 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297272.6746246 Edm = 9.4757 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297269.1638432 Edm = 5.29059 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297262.8029177 Edm = 3.40475 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297249.107745 Edm = 23.6651 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297242.5396683 Edm = 2.77524 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297241.3373011 Edm = 1.23127 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297240.4714149 Edm = 1.14678 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297239.6776938 Edm = 1.11318 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297224.0026616 Edm = 2.57922 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297219.5493427 Edm = 0.629473 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297218.7930946 Edm = 0.120645 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297218.709178 Edm = 0.0127883 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297218.6904473 Edm = 0.00283043 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297218.6877312 Edm = 0.000644598 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297218.6865467 Edm = 0.000811234 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297218.5709271 Edm = 0.0969934 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297215.3039736 Edm = 1.86577 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297208.3073245 Edm = 0.979069 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297207.3587356 Edm = 3.07685 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297205.8318012 Edm = 0.390807 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297205.2481147 Edm = 0.106514 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297205.1452817 Edm = 0.00538367 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297205.1397246 Edm = 0.000591348 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297205.1387173 Edm = 0.000320433 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297205.1373113 Edm = 0.00108982 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297204.8387828 Edm = 0.165272 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297203.8913477 Edm = 0.0987433 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297203.7705929 Edm = 0.00394067 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297203.7670879 Edm = 0.00011665 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297203.7665706 Edm = 0.000385967 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297203.575317 Edm = 0.181452 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297200.6577251 Edm = 1.80318 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297199.6148916 Edm = 0.244718 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297199.3977051 Edm = 0.0296329 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297199.3539366 Edm = 0.00725449 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297199.3460683 Edm = 0.000454433 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297199.3456404 Edm = 7.00529e-05 NCalls = 250 -VariableMetric: After Hessian - FCN = 297199.3456404 Edm = 267.821 NCalls = 729 -VariableMetric: Iteration # 77 - FCN = 297199.3456404 Edm = 267.821 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297198.2630721 Edm = 51.9018 NCalls = 740 -VariableMetric: Iteration # 79 - FCN = 297197.0995572 Edm = 2.93467 NCalls = 742 -VariableMetric: Iteration # 80 - FCN = 297194.0598639 Edm = 0.367048 NCalls = 745 -VariableMetric: Iteration # 81 - FCN = 297192.7140067 Edm = 0.643682 NCalls = 748 -VariableMetric: Iteration # 82 - FCN = 297192.0633315 Edm = 0.124212 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297191.8448745 Edm = 0.0932647 NCalls = 753 -VariableMetric: Iteration # 84 - FCN = 297191.5602603 Edm = 0.0607156 NCalls = 755 -VariableMetric: Iteration # 85 - FCN = 297191.4388867 Edm = 0.039487 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297191.3309231 Edm = 0.0216562 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297191.2171116 Edm = 0.0296951 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297191.1736411 Edm = 0.0115892 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297191.1262445 Edm = 0.0105674 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297191.0863206 Edm = 0.0134804 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297191.041149 Edm = 0.0155722 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297190.987795 Edm = 0.0296281 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297190.9367679 Edm = 0.0143396 NCalls = 775 -VariableMetric: Iteration # 94 - FCN = 297190.9138664 Edm = 0.0141208 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297190.8982805 Edm = 0.0127724 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297190.8625925 Edm = 0.0126985 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297190.8345997 Edm = 0.0118715 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297190.8227405 Edm = 0.0131248 NCalls = 787 -VariableMetric: Iteration # 99 - FCN = 297190.7943776 Edm = 0.0135195 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297190.7708354 Edm = 0.0127614 NCalls = 793 -VariableMetric: Iteration # 101 - FCN = 297190.7547951 Edm = 0.00950768 NCalls = 795 -VariableMetric: Iteration # 102 - FCN = 297190.737728 Edm = 0.0280792 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297190.7014306 Edm = 0.0221503 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297190.6683313 Edm = 0.0127693 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297190.6558191 Edm = 0.00615518 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297190.6401668 Edm = 0.00811783 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297190.6226096 Edm = 0.00626464 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297190.61032 Edm = 0.00398955 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297190.5920036 Edm = 0.00338052 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297190.5842407 Edm = 0.00346325 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297190.5730462 Edm = 0.00561518 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297190.5590661 Edm = 0.00571244 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297190.541877 Edm = 0.00773903 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297190.517448 Edm = 0.0108551 NCalls = 828 -VariableMetric: Iteration # 115 - FCN = 297190.5025312 Edm = 0.00385449 NCalls = 830 -VariableMetric: Iteration # 116 - FCN = 297190.493937 Edm = 0.00403826 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297190.4766685 Edm = 0.0102112 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297190.4504825 Edm = 0.00643958 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297190.4393689 Edm = 0.00400251 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297190.4244217 Edm = 0.00487043 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297190.4163022 Edm = 0.00338083 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297190.4082486 Edm = 0.00244044 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297190.4015691 Edm = 0.0034904 NCalls = 847 -VariableMetric: Iteration # 124 - FCN = 297190.3824045 Edm = 0.0084974 NCalls = 850 -VariableMetric: Iteration # 125 - FCN = 297190.3702675 Edm = 0.00708503 NCalls = 852 -VariableMetric: Iteration # 126 - FCN = 297190.3586939 Edm = 0.00548864 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297190.3353874 Edm = 0.00509913 NCalls = 856 -VariableMetric: Iteration # 128 - FCN = 297190.3262939 Edm = 0.00229474 NCalls = 858 -VariableMetric: Iteration # 129 - FCN = 297190.3236472 Edm = 0.000536926 NCalls = 860 -VariableMetric: Iteration # 130 - FCN = 297190.3226098 Edm = 0.000313918 NCalls = 862 -VariableMetric: Iteration # 131 - FCN = 297190.3218734 Edm = 0.00012803 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297190.3215191 Edm = 0.000109337 NCalls = 866 -VariableMetric: Iteration # 133 - FCN = 297190.3213253 Edm = 1.92312e-05 NCalls = 868 -VariableMetric: After Hessian - FCN = 297190.3213253 Edm = 0.0114874 NCalls = 1359 -VariableMetric: Iteration # 134 - FCN = 297190.3213253 Edm = 0.0114874 NCalls = 1359 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305555.9288899 Edm = 10.5913 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305555.9288899 Edm = 10.5913 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304200.2685316 Edm = 2.22024 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304193.1695029 Edm = 1.9032 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304128.6550955 Edm = 72.5289 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304094.9979367 Edm = 32.7282 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 304064.8605458 Edm = 20.1349 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 302504.4818025 Edm = 180.247 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298319.1058817 Edm = 252.44 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298123.3681572 Edm = 7.94929 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298117.0055577 Edm = 0.210173 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298110.5494665 Edm = 6.4034 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298104.1214465 Edm = 4.8827 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297671.4993523 Edm = 65.4403 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297604.8790623 Edm = 12.0313 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297590.971843 Edm = 6.33159 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297583.5150616 Edm = 0.264313 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297582.1237642 Edm = 1.24951 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297520.8120988 Edm = 31.8648 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297356.5532023 Edm = 10.4841 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297348.8957653 Edm = 0.788769 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297348.2267477 Edm = 0.0219933 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297348.1924576 Edm = 0.0121376 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297347.7949661 Edm = 0.389843 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297327.92893 Edm = 0.146721 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297311.1479531 Edm = 0.196832 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297310.9109483 Edm = 0.0119993 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297310.8934218 Edm = 0.00325858 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297310.7244854 Edm = 0.157994 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297293.9320974 Edm = 4.24531 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297289.0739527 Edm = 0.0975728 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297288.9640295 Edm = 0.00733916 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297288.9509403 Edm = 0.00183273 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297288.9301477 Edm = 0.0211129 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297286.5251554 Edm = 0.885839 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297277.268935 Edm = 3.17753 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297271.6086149 Edm = 2.26172 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297270.3511453 Edm = 0.278765 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297270.0065552 Edm = 0.077369 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297269.8390545 Edm = 0.0223387 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297269.816958 Edm = 0.000493599 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297269.8135904 Edm = 0.00287308 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297268.507249 Edm = 0.556158 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297267.3336433 Edm = 0.197311 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297267.046779 Edm = 0.395626 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297266.8077006 Edm = 0.14194 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297266.6563247 Edm = 0.180553 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297266.4480893 Edm = 0.0359994 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297266.4095321 Edm = 0.00817838 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297266.4009488 Edm = 0.000574034 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297266.4001882 Edm = 0.000445466 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297266.395692 Edm = 0.00442712 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297265.977403 Edm = 0.0631848 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297265.598459 Edm = 0.0131407 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297265.5836202 Edm = 0.000585335 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297265.5826716 Edm = 0.000245542 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297265.5776284 Edm = 0.00498361 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297265.485199 Edm = 0.080784 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297264.5117019 Edm = 1.18736 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297263.4523729 Edm = 1.55525 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297258.3839703 Edm = 4.80388 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297257.1242241 Edm = 1.85007 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297253.5039218 Edm = 1.29971 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297252.8948829 Edm = 4.64417 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297251.5544951 Edm = 0.832723 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297250.756144 Edm = 0.719752 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297250.0637667 Edm = 0.57948 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297248.8552249 Edm = 0.516627 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297248.0616127 Edm = 0.345086 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297247.8793317 Edm = 0.199641 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297247.4952146 Edm = 0.151022 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297247.2898272 Edm = 0.020025 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297247.2699861 Edm = 0.005921 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297247.2656612 Edm = 0.00112182 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297247.2621864 Edm = 0.00224928 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297247.0694385 Edm = 0.178343 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297244.1062404 Edm = 1.70568 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297242.5676577 Edm = 0.498823 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297242.1079025 Edm = 0.0344046 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297242.0544212 Edm = 0.016581 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297242.0243928 Edm = 0.00534264 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297242.0195888 Edm = 0.000625084 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297242.0187442 Edm = 0.000724973 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297242.0108791 Edm = 0.00719328 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297241.7358517 Edm = 0.307645 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297241.5372521 Edm = 0.177507 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297238.893451 Edm = 0.1618 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297238.7794588 Edm = 0.0125129 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297238.7592905 Edm = 0.00163461 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297238.7567512 Edm = 0.000106384 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297238.756632 Edm = 1.65317e-05 NCalls = 278 -VariableMetric: After Hessian - FCN = 297238.756632 Edm = 29.1894 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297238.756632 Edm = 29.1894 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297238.3345298 Edm = 44.6369 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297234.0415946 Edm = 0.445109 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297233.107508 Edm = 0.160823 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297232.9564686 Edm = 0.412423 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297232.4396593 Edm = 0.6226 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297232.1777096 Edm = 0.49664 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297230.8996126 Edm = 2.99191 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297230.8027909 Edm = 0.267276 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297229.2602411 Edm = 2.76683 NCalls = 787 -VariableMetric: Iteration # 100 - FCN = 297229.1578923 Edm = 0.176494 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297227.7629735 Edm = 1.17294 NCalls = 795 -VariableMetric: Iteration # 102 - FCN = 297223.6824033 Edm = 1.05503 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297222.3712854 Edm = 0.944223 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297221.4552201 Edm = 1.10669 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297220.6231427 Edm = 0.316228 NCalls = 806 -VariableMetric: Iteration # 106 - FCN = 297220.4265235 Edm = 0.0858845 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297220.2979725 Edm = 0.0555209 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297220.2436974 Edm = 0.0229147 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297220.1702182 Edm = 0.0340817 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297220.0625355 Edm = 0.0141145 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297220.0303413 Edm = 0.0080018 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297220.0208079 Edm = 0.00244922 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297220.0133105 Edm = 0.00179302 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297220.0097798 Edm = 0.00100919 NCalls = 823 -VariableMetric: Iteration # 115 - FCN = 297220.0043498 Edm = 0.00217764 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297219.9971107 Edm = 0.00417987 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297219.9749001 Edm = 0.0107215 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297219.9124003 Edm = 0.0213097 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297219.8540354 Edm = 0.0445974 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297219.8062328 Edm = 0.0395797 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297219.7491059 Edm = 0.0988893 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297219.669339 Edm = 0.0450552 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297219.6208777 Edm = 0.0475747 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297219.5033897 Edm = 0.0403859 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297219.4493214 Edm = 0.0953804 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297219.3999295 Edm = 0.022598 NCalls = 858 -VariableMetric: Iteration # 127 - FCN = 297219.3387486 Edm = 0.0329702 NCalls = 862 -VariableMetric: Iteration # 128 - FCN = 297219.2825003 Edm = 0.0240444 NCalls = 864 -VariableMetric: Iteration # 129 - FCN = 297219.2435676 Edm = 0.0270138 NCalls = 867 -VariableMetric: Iteration # 130 - FCN = 297219.1991797 Edm = 0.0099711 NCalls = 870 -VariableMetric: Iteration # 131 - FCN = 297219.1796767 Edm = 0.00746736 NCalls = 872 -VariableMetric: Iteration # 132 - FCN = 297219.1725871 Edm = 0.0108387 NCalls = 875 -VariableMetric: Iteration # 133 - FCN = 297219.1551883 Edm = 0.00811248 NCalls = 877 -VariableMetric: Iteration # 134 - FCN = 297219.1459444 Edm = 0.00411106 NCalls = 879 -VariableMetric: Iteration # 135 - FCN = 297219.1379685 Edm = 0.00573007 NCalls = 881 -VariableMetric: Iteration # 136 - FCN = 297219.1247477 Edm = 0.00974958 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297219.1054872 Edm = 0.00698536 NCalls = 888 -VariableMetric: Iteration # 138 - FCN = 297219.0956087 Edm = 0.00739926 NCalls = 890 -VariableMetric: Iteration # 139 - FCN = 297219.0878227 Edm = 0.0050032 NCalls = 893 -VariableMetric: Iteration # 140 - FCN = 297219.0779525 Edm = 0.00243677 NCalls = 895 -VariableMetric: Iteration # 141 - FCN = 297219.0741957 Edm = 0.00186253 NCalls = 897 -VariableMetric: Iteration # 142 - FCN = 297219.0721565 Edm = 0.00187371 NCalls = 900 -VariableMetric: Iteration # 143 - FCN = 297219.0685726 Edm = 0.00183196 NCalls = 903 -VariableMetric: Iteration # 144 - FCN = 297219.0644233 Edm = 0.00178347 NCalls = 906 -VariableMetric: Iteration # 145 - FCN = 297219.0628041 Edm = 0.00170987 NCalls = 907 -VariableMetric: Iteration # 146 - FCN = 297219.0611399 Edm = 0.000809758 NCalls = 910 -VariableMetric: Iteration # 147 - FCN = 297219.0585531 Edm = 0.00109191 NCalls = 913 -VariableMetric: Iteration # 148 - FCN = 297219.0550534 Edm = 0.00131947 NCalls = 915 -VariableMetric: Iteration # 149 - FCN = 297219.0544853 Edm = 0.00116142 NCalls = 917 -VariableMetric: Iteration # 150 - FCN = 297219.0530817 Edm = 0.000370872 NCalls = 920 -VariableMetric: Iteration # 151 - FCN = 297219.0520115 Edm = 0.000327012 NCalls = 923 -VariableMetric: Iteration # 152 - FCN = 297219.0513413 Edm = 0.00114875 NCalls = 926 -VariableMetric: Iteration # 153 - FCN = 297219.050112 Edm = 0.000668442 NCalls = 928 -VariableMetric: Iteration # 154 - FCN = 297219.0487209 Edm = 0.00134218 NCalls = 931 -VariableMetric: Iteration # 155 - FCN = 297219.0470508 Edm = 0.000543778 NCalls = 933 -VariableMetric: Iteration # 156 - FCN = 297219.0454532 Edm = 0.000899986 NCalls = 936 -VariableMetric: Iteration # 157 - FCN = 297219.0451666 Edm = 0.00020689 NCalls = 938 -VariableMetric: Iteration # 158 - FCN = 297219.0449553 Edm = 2.80469e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297219.0449553 Edm = 0.0283191 NCalls = 1425 -VariableMetric: Iteration # 159 - FCN = 297219.0449553 Edm = 0.0283191 NCalls = 1425 -VariableMetric: Iteration # 160 - FCN = 297219.0425199 Edm = 0.0151518 NCalls = 1427 -VariableMetric: Iteration # 161 - FCN = 297219.0400111 Edm = 0.00565605 NCalls = 1429 -VariableMetric: Iteration # 162 - FCN = 297219.03538 Edm = 0.00321777 NCalls = 1432 -VariableMetric: Iteration # 163 - FCN = 297219.0323336 Edm = 0.00321741 NCalls = 1435 -VariableMetric: Iteration # 164 - FCN = 297219.03047 Edm = 0.00154588 NCalls = 1438 -VariableMetric: Iteration # 165 - FCN = 297219.0283693 Edm = 0.000561147 NCalls = 1441 -VariableMetric: Iteration # 166 - FCN = 297219.0278856 Edm = 0.000248017 NCalls = 1443 -VariableMetric: Iteration # 167 - FCN = 297219.0276479 Edm = 0.000135493 NCalls = 1445 -VariableMetric: Iteration # 168 - FCN = 297219.0273841 Edm = 9.5783e-05 NCalls = 1448 -VariableMetric: Iteration # 169 - FCN = 297219.0272023 Edm = 0.000115553 NCalls = 1450 -VariableMetric: Iteration # 170 - FCN = 297219.027078 Edm = 3.9199e-05 NCalls = 1452 -VariableMetric: After Hessian - FCN = 297219.027078 Edm = 0.000134737 NCalls = 1941 -VariableMetric: Iteration # 171 - FCN = 297219.027078 Edm = 0.000134737 NCalls = 1941 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340330.6983195 Edm = 597.875 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340330.6983195 Edm = 597.875 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302362.3492081 Edm = 14.7592 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 302107.4539411 Edm = 6.43244 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301884.9366801 Edm = 233.198 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298623.8290946 Edm = 297.738 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298401.5494991 Edm = 123.552 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298248.1831191 Edm = 50.1509 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298215.2037494 Edm = 0.271344 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298213.6326703 Edm = 1.84379 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298122.6777898 Edm = 25.0637 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298047.3440981 Edm = 7.24023 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 298040.9898448 Edm = 0.211895 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298035.7992508 Edm = 5.00146 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297934.3687205 Edm = 41.1178 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297800.0833432 Edm = 81.4157 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297772.1797144 Edm = 22.3524 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297714.6227425 Edm = 13.3519 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297692.2518079 Edm = 14.6866 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297652.9007872 Edm = 11.451 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297647.254503 Edm = 1.01172 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297646.1949394 Edm = 0.100352 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297645.7622332 Edm = 0.284246 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297644.2975404 Edm = 0.420954 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297640.7300189 Edm = 2.35038 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297629.2499893 Edm = 1.50318 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297623.4421807 Edm = 17.9035 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297610.503031 Edm = 10.4289 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297564.2611463 Edm = 12.9124 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297539.1038309 Edm = 3.14622 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297532.0230079 Edm = 15.5863 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297529.5444014 Edm = 2.23464 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297524.6307946 Edm = 0.999183 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297521.8164844 Edm = 0.736396 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297520.3067786 Edm = 0.709675 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297519.6634796 Edm = 0.129955 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297519.3892461 Edm = 0.0526757 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297519.2668409 Edm = 0.0259697 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297519.225107 Edm = 0.0469405 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297518.7092883 Edm = 0.617878 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297518.0540688 Edm = 0.629204 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297507.485218 Edm = 21.8543 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297506.2780593 Edm = 0.860572 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297502.9018302 Edm = 4.34301 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297494.9850446 Edm = 0.999511 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297493.1035314 Edm = 0.868994 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297490.5865311 Edm = 1.61899 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297489.1687262 Edm = 1.8934 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297487.8554259 Edm = 0.285199 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297487.0140622 Edm = 0.207904 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297486.0030168 Edm = 0.665987 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297485.9342802 Edm = 0.176805 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297485.6432471 Edm = 0.280672 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297480.1779979 Edm = 11.2615 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297473.7747325 Edm = 11.9823 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297472.6072392 Edm = 1.19969 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297467.6417981 Edm = 1.39705 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297465.6261661 Edm = 0.229278 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297464.882708 Edm = 1.50357 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297464.5257179 Edm = 0.272698 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297463.3341276 Edm = 0.444924 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297462.6935779 Edm = 1.89912 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297459.4453827 Edm = 0.442501 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297459.1009673 Edm = 0.17214 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297458.9759433 Edm = 0.0147465 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297458.9613554 Edm = 0.0045196 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297458.9527747 Edm = 0.00592686 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297458.5969791 Edm = 0.295084 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297456.9624363 Edm = 1.84758 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297447.9381335 Edm = 8.09458 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297447.4485636 Edm = 0.864239 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297446.6458762 Edm = 1.13757 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297431.5930538 Edm = 14.9256 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297430.3565105 Edm = 4.87754 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297427.4663304 Edm = 1.96142 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297418.5095717 Edm = 1.42044 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297417.6790536 Edm = 0.546809 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297416.9887899 Edm = 0.348782 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297416.5077491 Edm = 0.250768 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297416.3580162 Edm = 0.11625 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297416.1277733 Edm = 0.082985 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297415.9743277 Edm = 0.159809 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297415.7492264 Edm = 0.594998 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297415.5240689 Edm = 0.119407 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297415.4400121 Edm = 0.17064 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297415.2131784 Edm = 0.103505 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297414.8856064 Edm = 0.179409 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297414.8097196 Edm = 0.0803322 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297414.6944536 Edm = 0.0123076 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297414.6716591 Edm = 0.0111034 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297414.6294509 Edm = 0.0383111 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297414.0295748 Edm = 0.507983 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297361.2885818 Edm = 5.52711 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297354.9163832 Edm = 2.23282 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297354.0223637 Edm = 0.573047 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297352.871868 Edm = 0.175695 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297352.6827258 Edm = 0.0131729 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297352.6710469 Edm = 0.00456296 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297352.6579943 Edm = 0.0210106 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297352.5744957 Edm = 0.0673074 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297350.9749325 Edm = 0.80434 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297347.0608867 Edm = 4.19583 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297345.7573342 Edm = 2.00154 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297341.294073 Edm = 1.97772 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297338.1065572 Edm = 5.15487 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297334.9170151 Edm = 1.94314 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297333.0477103 Edm = 1.96824 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297331.4537908 Edm = 0.589695 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297330.3626231 Edm = 0.733356 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297329.2576054 Edm = 0.591482 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297328.9160218 Edm = 0.202516 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297328.6013202 Edm = 0.0920275 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297328.1491486 Edm = 0.224416 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297327.9825588 Edm = 0.321697 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297327.8085252 Edm = 0.0397989 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297327.733542 Edm = 0.0390689 NCalls = 369 -VariableMetric: Iteration # 115 - FCN = 297327.6703106 Edm = 0.0428185 NCalls = 373 -VariableMetric: Iteration # 116 - FCN = 297327.5391118 Edm = 0.0274382 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297327.5102778 Edm = 0.00321059 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297327.5061531 Edm = 0.00189125 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297327.4940442 Edm = 0.0116837 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297327.3975015 Edm = 0.087362 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297325.6278131 Edm = 2.11448 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297324.2300087 Edm = 1.28671 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297307.6409835 Edm = 1.29079 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297306.754841 Edm = 0.224043 NCalls = 405 -VariableMetric: Iteration # 125 - FCN = 297306.5447718 Edm = 0.0637137 NCalls = 407 -VariableMetric: Iteration # 126 - FCN = 297306.3952035 Edm = 0.116231 NCalls = 412 -VariableMetric: Iteration # 127 - FCN = 297306.189432 Edm = 0.347313 NCalls = 415 -VariableMetric: Iteration # 128 - FCN = 297305.8930644 Edm = 0.30105 NCalls = 418 -VariableMetric: Iteration # 129 - FCN = 297305.3223174 Edm = 0.131498 NCalls = 423 -VariableMetric: Iteration # 130 - FCN = 297305.084696 Edm = 0.160977 NCalls = 425 -VariableMetric: Iteration # 131 - FCN = 297304.9948545 Edm = 0.0700614 NCalls = 427 -VariableMetric: Iteration # 132 - FCN = 297304.9222622 Edm = 0.0123111 NCalls = 429 -VariableMetric: Iteration # 133 - FCN = 297304.9075639 Edm = 0.00193905 NCalls = 431 -VariableMetric: Iteration # 134 - FCN = 297304.9008908 Edm = 0.00360661 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297304.8802329 Edm = 0.0122374 NCalls = 436 -VariableMetric: Iteration # 136 - FCN = 297304.7586652 Edm = 0.100854 NCalls = 439 -VariableMetric: Iteration # 137 - FCN = 297302.1883334 Edm = 3.13711 NCalls = 444 -VariableMetric: Iteration # 138 - FCN = 297298.7878156 Edm = 1.92175 NCalls = 452 -VariableMetric: Iteration # 139 - FCN = 297296.139019 Edm = 1.45984 NCalls = 455 -VariableMetric: Iteration # 140 - FCN = 297294.8709165 Edm = 0.127799 NCalls = 457 -VariableMetric: Iteration # 141 - FCN = 297294.7052537 Edm = 0.0177453 NCalls = 459 -VariableMetric: Iteration # 142 - FCN = 297294.6781744 Edm = 0.00370986 NCalls = 461 -VariableMetric: Iteration # 143 - FCN = 297294.6731654 Edm = 0.00112 NCalls = 463 -VariableMetric: Iteration # 144 - FCN = 297294.6708377 Edm = 0.000967005 NCalls = 465 -VariableMetric: Iteration # 145 - FCN = 297294.6675612 Edm = 0.00115433 NCalls = 467 -VariableMetric: Iteration # 146 - FCN = 297294.6622255 Edm = 0.00384129 NCalls = 469 -VariableMetric: Iteration # 147 - FCN = 297294.650445 Edm = 0.0111908 NCalls = 471 -VariableMetric: Iteration # 148 - FCN = 297294.5913822 Edm = 0.0481722 NCalls = 475 -VariableMetric: Iteration # 149 - FCN = 297294.5820384 Edm = 0.0263164 NCalls = 478 -VariableMetric: Iteration # 150 - FCN = 297294.4953405 Edm = 0.0924593 NCalls = 482 -VariableMetric: Iteration # 151 - FCN = 297294.3550993 Edm = 0.118283 NCalls = 487 -VariableMetric: Iteration # 152 - FCN = 297292.891595 Edm = 0.738679 NCalls = 490 -VariableMetric: Iteration # 153 - FCN = 297292.4777735 Edm = 0.490319 NCalls = 495 -VariableMetric: Iteration # 154 - FCN = 297291.8957538 Edm = 0.31289 NCalls = 498 -VariableMetric: Iteration # 155 - FCN = 297291.7929369 Edm = 0.0117733 NCalls = 500 -VariableMetric: Iteration # 156 - FCN = 297291.7816628 Edm = 0.000337354 NCalls = 501 -VariableMetric: Iteration # 157 - FCN = 297291.7809819 Edm = 0.000333764 NCalls = 503 -VariableMetric: Iteration # 158 - FCN = 297291.7795529 Edm = 0.000472475 NCalls = 506 -VariableMetric: Iteration # 159 - FCN = 297291.7789617 Edm = 3.12955e-05 NCalls = 508 -VariableMetric: After Hessian - FCN = 297291.7789617 Edm = 15.2916 NCalls = 987 -VariableMetric: Iteration # 160 - FCN = 297291.7789617 Edm = 15.2916 NCalls = 987 -VariableMetric: Iteration # 161 - FCN = 297291.2239828 Edm = 23.796 NCalls = 990 -VariableMetric: Iteration # 162 - FCN = 297291.1263031 Edm = 1.82745 NCalls = 992 -VariableMetric: Iteration # 163 - FCN = 297289.837359 Edm = 289779 NCalls = 1002 -VariableMetric: Iteration # 164 - FCN = 297289.807077 Edm = 1460.43 NCalls = 1006 -VariableMetric: Iteration # 165 - FCN = 297289.6430831 Edm = 4402.48 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297289.5596317 Edm = 253.548 NCalls = 1013 -VariableMetric: Iteration # 167 - FCN = 297289.2140337 Edm = 331.554 NCalls = 1016 -VariableMetric: Iteration # 168 - FCN = 297288.330899 Edm = 715.387 NCalls = 1019 -VariableMetric: Iteration # 169 - FCN = 297288.0700758 Edm = 241.092 NCalls = 1022 -VariableMetric: Iteration # 170 - FCN = 297287.8256564 Edm = 33.9722 NCalls = 1025 -VariableMetric: Iteration # 171 - FCN = 297287.7328045 Edm = 60.8199 NCalls = 1028 -VariableMetric: Iteration # 172 - FCN = 297287.5306376 Edm = 47.5853 NCalls = 1031 -VariableMetric: Iteration # 173 - FCN = 297287.3440559 Edm = 8.69618 NCalls = 1034 -VariableMetric: Iteration # 174 - FCN = 297287.2699502 Edm = 13.7303 NCalls = 1037 -VariableMetric: Iteration # 175 - FCN = 297286.9908109 Edm = 7.88278 NCalls = 1039 -VariableMetric: Iteration # 176 - FCN = 297286.7709044 Edm = 2.87415 NCalls = 1041 -VariableMetric: Iteration # 177 - FCN = 297286.5988468 Edm = 5.11478 NCalls = 1043 -VariableMetric: Iteration # 178 - FCN = 297286.4603355 Edm = 1.37365 NCalls = 1045 -VariableMetric: Iteration # 179 - FCN = 297286.3008368 Edm = 1.00196 NCalls = 1047 -VariableMetric: Iteration # 180 - FCN = 297286.1761649 Edm = 0.471232 NCalls = 1049 -VariableMetric: Iteration # 181 - FCN = 297285.9783301 Edm = 1.14043 NCalls = 1051 -VariableMetric: Iteration # 182 - FCN = 297285.8692686 Edm = 0.842801 NCalls = 1053 -VariableMetric: Iteration # 183 - FCN = 297285.810145 Edm = 1.16809 NCalls = 1055 -VariableMetric: Iteration # 184 - FCN = 297285.6067039 Edm = 1.14554 NCalls = 1057 -VariableMetric: Iteration # 185 - FCN = 297285.5530153 Edm = 0.628641 NCalls = 1059 -VariableMetric: Iteration # 186 - FCN = 297285.3666778 Edm = 0.687857 NCalls = 1061 -VariableMetric: Iteration # 187 - FCN = 297285.3094463 Edm = 0.435132 NCalls = 1063 -VariableMetric: Iteration # 188 - FCN = 297285.1277013 Edm = 0.512003 NCalls = 1065 -VariableMetric: Iteration # 189 - FCN = 297284.9376025 Edm = 0.188489 NCalls = 1069 -VariableMetric: Iteration # 190 - FCN = 297284.7414943 Edm = 0.152091 NCalls = 1072 -VariableMetric: Iteration # 191 - FCN = 297284.4915571 Edm = 0.18773 NCalls = 1076 -VariableMetric: Iteration # 192 - FCN = 297284.3158405 Edm = 0.175526 NCalls = 1079 -VariableMetric: Iteration # 193 - FCN = 297284.0945328 Edm = 0.203747 NCalls = 1082 -VariableMetric: Iteration # 194 - FCN = 297283.9895487 Edm = 0.119533 NCalls = 1085 -VariableMetric: Iteration # 195 - FCN = 297283.9153749 Edm = 0.108576 NCalls = 1088 -VariableMetric: Iteration # 196 - FCN = 297283.8259594 Edm = 0.0833623 NCalls = 1090 -VariableMetric: Iteration # 197 - FCN = 297283.7074059 Edm = 0.191437 NCalls = 1092 -VariableMetric: Iteration # 198 - FCN = 297283.6551642 Edm = 0.0431051 NCalls = 1094 -VariableMetric: Iteration # 199 - FCN = 297283.5085122 Edm = 0.0837339 NCalls = 1098 -VariableMetric: Iteration # 200 - FCN = 297283.4008154 Edm = 0.0367743 NCalls = 1100 -VariableMetric: Iteration # 201 - FCN = 297283.3080931 Edm = 0.0493928 NCalls = 1103 -VariableMetric: Iteration # 202 - FCN = 297283.2118151 Edm = 0.14113 NCalls = 1106 -VariableMetric: Iteration # 203 - FCN = 297283.1679398 Edm = 0.0862561 NCalls = 1108 -VariableMetric: Iteration # 204 - FCN = 297283.0936202 Edm = 0.0371098 NCalls = 1111 -VariableMetric: Iteration # 205 - FCN = 297283.0526285 Edm = 0.0116156 NCalls = 1113 -VariableMetric: Iteration # 206 - FCN = 297283.0277308 Edm = 0.00958674 NCalls = 1115 -VariableMetric: Iteration # 207 - FCN = 297282.9678008 Edm = 0.0405266 NCalls = 1119 -VariableMetric: Iteration # 208 - FCN = 297282.9545267 Edm = 0.0265767 NCalls = 1121 -VariableMetric: Iteration # 209 - FCN = 297282.9135985 Edm = 0.0160105 NCalls = 1124 -VariableMetric: Iteration # 210 - FCN = 297282.8958566 Edm = 0.00940948 NCalls = 1126 -VariableMetric: Iteration # 211 - FCN = 297282.8735107 Edm = 0.00624928 NCalls = 1129 -VariableMetric: Iteration # 212 - FCN = 297282.8517495 Edm = 0.0100091 NCalls = 1131 -VariableMetric: Iteration # 213 - FCN = 297282.8153826 Edm = 0.00813324 NCalls = 1133 -VariableMetric: Iteration # 214 - FCN = 297282.8035856 Edm = 0.00289824 NCalls = 1135 -VariableMetric: Iteration # 215 - FCN = 297282.795817 Edm = 0.00986334 NCalls = 1137 -VariableMetric: Iteration # 216 - FCN = 297282.7874753 Edm = 0.0124787 NCalls = 1139 -VariableMetric: Iteration # 217 - FCN = 297282.753983 Edm = 0.0132704 NCalls = 1143 -VariableMetric: Iteration # 218 - FCN = 297282.7255919 Edm = 0.0127797 NCalls = 1146 -VariableMetric: Iteration # 219 - FCN = 297282.7029527 Edm = 0.0189952 NCalls = 1149 -VariableMetric: Iteration # 220 - FCN = 297282.6236394 Edm = 0.0671136 NCalls = 1154 -VariableMetric: Iteration # 221 - FCN = 297282.5960613 Edm = 0.0412643 NCalls = 1157 -VariableMetric: Iteration # 222 - FCN = 297282.5338902 Edm = 0.0505918 NCalls = 1160 -VariableMetric: Iteration # 223 - FCN = 297282.4925043 Edm = 0.00888816 NCalls = 1162 -VariableMetric: Iteration # 224 - FCN = 297282.4785985 Edm = 0.0032836 NCalls = 1165 -VariableMetric: Iteration # 225 - FCN = 297282.4731061 Edm = 0.00113687 NCalls = 1167 -VariableMetric: Iteration # 226 - FCN = 297282.471736 Edm = 0.000743309 NCalls = 1169 -VariableMetric: Iteration # 227 - FCN = 297282.4710202 Edm = 0.000476309 NCalls = 1171 -VariableMetric: Iteration # 228 - FCN = 297282.4686033 Edm = 0.00072002 NCalls = 1174 -VariableMetric: Iteration # 229 - FCN = 297282.4672436 Edm = 0.000276816 NCalls = 1176 -VariableMetric: Iteration # 230 - FCN = 297282.4664486 Edm = 0.000293053 NCalls = 1178 -VariableMetric: Iteration # 231 - FCN = 297282.4656699 Edm = 7.44316e-05 NCalls = 1180 -VariableMetric: Iteration # 232 - FCN = 297282.465571 Edm = 4.68777e-06 NCalls = 1182 -VariableMetric: After Hessian - FCN = 297282.465571 Edm = 5.73913e-06 NCalls = 1675 -VariableMetric: Iteration # 233 - FCN = 297282.465571 Edm = 5.73913e-06 NCalls = 1675 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329628.4893277 Edm = 4105.43 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329628.4893277 Edm = 4105.43 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 322929.9223139 Edm = 261.754 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 322805.8686505 Edm = 15.5677 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 322657.4640122 Edm = 222.19 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 319114.5648373 Edm = 1544.74 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 319100.8863643 Edm = 12.1885 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 318365.2712002 Edm = 975.997 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 318341.0255772 Edm = 24.265 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 314934.1888513 Edm = 941.553 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 308603.6691036 Edm = 147.347 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 308422.9719137 Edm = 993.3 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 305000.39615 Edm = 1682.35 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 304878.2077904 Edm = 587.516 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 300992.2353434 Edm = 27.0561 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 300699.7476857 Edm = 7.21333 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 300396.8487056 Edm = 35.2542 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 300343.1388287 Edm = 109.016 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 300031.9125856 Edm = 103.509 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 299781.2666442 Edm = 48.0324 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 299741.2858579 Edm = 18.918 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298384.1323644 Edm = 146.123 NCalls = 94 -VariableMetric: Iteration # 21 - FCN = 298272.2714425 Edm = 498.106 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297976.1008706 Edm = 18.236 NCalls = 100 -VariableMetric: Iteration # 23 - FCN = 297956.5893438 Edm = 2.31397 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297949.2811433 Edm = 1.44216 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297938.5581178 Edm = 6.8271 NCalls = 107 -VariableMetric: Iteration # 26 - FCN = 297919.2692018 Edm = 0.349452 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297916.4556551 Edm = 2.55315 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297697.1762982 Edm = 37.1458 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297635.9587284 Edm = 3.28033 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 297632.7825021 Edm = 0.469314 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297632.2073145 Edm = 0.242395 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297631.3770916 Edm = 0.469882 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297592.8150487 Edm = 40.9822 NCalls = 135 -VariableMetric: Iteration # 34 - FCN = 297452.0245875 Edm = 90.0163 NCalls = 145 -VariableMetric: Iteration # 35 - FCN = 297415.2194442 Edm = 21.8444 NCalls = 147 -VariableMetric: Iteration # 36 - FCN = 297381.124051 Edm = 16.169 NCalls = 149 -VariableMetric: Iteration # 37 - FCN = 297349.392585 Edm = 25.5923 NCalls = 153 -VariableMetric: Iteration # 38 - FCN = 297329.6450681 Edm = 17.3419 NCalls = 155 -VariableMetric: Iteration # 39 - FCN = 297314.36245 Edm = 0.808473 NCalls = 157 -VariableMetric: Iteration # 40 - FCN = 297313.2931383 Edm = 0.0943162 NCalls = 160 -VariableMetric: Iteration # 41 - FCN = 297313.1176557 Edm = 0.0897235 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297312.0757813 Edm = 0.372678 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297311.4227362 Edm = 0.558319 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297311.2651484 Edm = 0.0395487 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297311.2156363 Edm = 0.00512858 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297311.1996795 Edm = 0.00957883 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297310.8811822 Edm = 0.300518 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297310.4744646 Edm = 0.352105 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297305.709734 Edm = 4.84136 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297284.4504675 Edm = 25.6238 NCalls = 197 -VariableMetric: Iteration # 51 - FCN = 297284.2368629 Edm = 1.39296 NCalls = 199 -VariableMetric: Iteration # 52 - FCN = 297282.0229791 Edm = 1.13897 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297270.2167205 Edm = 6.71606 NCalls = 204 -VariableMetric: Iteration # 54 - FCN = 297247.0151094 Edm = 6.36045 NCalls = 210 -VariableMetric: Iteration # 55 - FCN = 297243.6899405 Edm = 3.49021 NCalls = 212 -VariableMetric: Iteration # 56 - FCN = 297241.6643401 Edm = 0.323096 NCalls = 215 -VariableMetric: Iteration # 57 - FCN = 297241.0693628 Edm = 0.135958 NCalls = 217 -VariableMetric: Iteration # 58 - FCN = 297240.9022325 Edm = 0.0609268 NCalls = 219 -VariableMetric: Iteration # 59 - FCN = 297240.863301 Edm = 0.0202933 NCalls = 221 -VariableMetric: Iteration # 60 - FCN = 297240.8362096 Edm = 0.00413419 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297240.8173762 Edm = 0.0085291 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297240.4101857 Edm = 0.85576 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297240.3870155 Edm = 0.0164837 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297240.3304762 Edm = 0.0592444 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297237.3973702 Edm = 2.84904 NCalls = 240 -VariableMetric: Iteration # 66 - FCN = 297237.2768836 Edm = 0.150421 NCalls = 243 -VariableMetric: Iteration # 67 - FCN = 297236.8613099 Edm = 0.422346 NCalls = 247 -VariableMetric: Iteration # 68 - FCN = 297234.8457866 Edm = 1.50327 NCalls = 254 -VariableMetric: Iteration # 69 - FCN = 297229.7115454 Edm = 8.44844 NCalls = 259 -VariableMetric: Iteration # 70 - FCN = 297220.910124 Edm = 2.81618 NCalls = 262 -VariableMetric: Iteration # 71 - FCN = 297218.5760469 Edm = 0.413395 NCalls = 264 -VariableMetric: Iteration # 72 - FCN = 297218.1141964 Edm = 0.160641 NCalls = 266 -VariableMetric: Iteration # 73 - FCN = 297217.9679232 Edm = 0.0267279 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297217.8953402 Edm = 0.0287896 NCalls = 270 -VariableMetric: Iteration # 75 - FCN = 297217.8355692 Edm = 0.00824531 NCalls = 272 -VariableMetric: Iteration # 76 - FCN = 297217.7953677 Edm = 0.0428561 NCalls = 274 -VariableMetric: Iteration # 77 - FCN = 297217.5429295 Edm = 0.210219 NCalls = 279 -VariableMetric: Iteration # 78 - FCN = 297205.0399513 Edm = 6.07215 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297199.2169467 Edm = 3.49926 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297196.0889823 Edm = 1.53869 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297194.4221957 Edm = 1.55668 NCalls = 292 -VariableMetric: Iteration # 82 - FCN = 297192.1890924 Edm = 1.19347 NCalls = 295 -VariableMetric: Iteration # 83 - FCN = 297191.3401973 Edm = 1.29881 NCalls = 298 -VariableMetric: Iteration # 84 - FCN = 297188.5050988 Edm = 2.49447 NCalls = 301 -VariableMetric: Iteration # 85 - FCN = 297181.5121786 Edm = 0.860264 NCalls = 306 -VariableMetric: Iteration # 86 - FCN = 297180.9975012 Edm = 2.71567 NCalls = 308 -VariableMetric: Iteration # 87 - FCN = 297179.1030794 Edm = 1.0517 NCalls = 310 -VariableMetric: Iteration # 88 - FCN = 297177.853256 Edm = 0.183713 NCalls = 312 -VariableMetric: Iteration # 89 - FCN = 297177.4168608 Edm = 0.391908 NCalls = 315 -VariableMetric: Iteration # 90 - FCN = 297177.0002764 Edm = 0.187203 NCalls = 317 -VariableMetric: Iteration # 91 - FCN = 297176.6599798 Edm = 0.108907 NCalls = 320 -VariableMetric: Iteration # 92 - FCN = 297176.4643668 Edm = 0.0150579 NCalls = 322 -VariableMetric: Iteration # 93 - FCN = 297176.4478416 Edm = 0.00594706 NCalls = 324 -VariableMetric: Iteration # 94 - FCN = 297176.443621 Edm = 0.000671364 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297176.4419484 Edm = 0.000435565 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297176.4396152 Edm = 0.00133328 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297176.3910569 Edm = 0.0556203 NCalls = 334 -VariableMetric: Iteration # 98 - FCN = 297175.1649685 Edm = 1.17481 NCalls = 341 -VariableMetric: Iteration # 99 - FCN = 297166.8074922 Edm = 3.52299 NCalls = 344 -VariableMetric: Iteration # 100 - FCN = 297165.3942065 Edm = 2.15787 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297164.3529916 Edm = 0.137434 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297164.2459493 Edm = 0.0154424 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297164.2261664 Edm = 0.00734715 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297164.2161447 Edm = 0.00260114 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297164.2133539 Edm = 0.00111632 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297164.2108579 Edm = 0.00234196 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297163.9207147 Edm = 0.239502 NCalls = 365 -VariableMetric: Iteration # 108 - FCN = 297161.3307016 Edm = 2.76101 NCalls = 369 -VariableMetric: Iteration # 109 - FCN = 297160.0479709 Edm = 1.7244 NCalls = 371 -VariableMetric: Iteration # 110 - FCN = 297156.2835198 Edm = 1.45841 NCalls = 378 -VariableMetric: Iteration # 111 - FCN = 297153.7917531 Edm = 0.0712083 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297153.7138062 Edm = 0.01159 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297153.6980765 Edm = 0.0120713 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297153.680686 Edm = 0.00423853 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297153.6744108 Edm = 0.000522195 NCalls = 389 -VariableMetric: Iteration # 116 - FCN = 297153.6737304 Edm = 6.48018e-05 NCalls = 391 -VariableMetric: After Hessian - FCN = 297153.6737304 Edm = 49.3849 NCalls = 878 -VariableMetric: Iteration # 117 - FCN = 297153.6737304 Edm = 49.3849 NCalls = 878 -VariableMetric: Iteration # 118 - FCN = 297148.704155 Edm = 69945.2 NCalls = 882 -VariableMetric: Iteration # 119 - FCN = 297147.252569 Edm = 5.33625 NCalls = 887 -VariableMetric: Iteration # 120 - FCN = 297141.5430498 Edm = 3.34414 NCalls = 889 -VariableMetric: Iteration # 121 - FCN = 297137.7660122 Edm = 2.67166 NCalls = 892 -VariableMetric: Iteration # 122 - FCN = 297135.8814827 Edm = 2.75547 NCalls = 895 -VariableMetric: Iteration # 123 - FCN = 297132.8106621 Edm = 1.1488 NCalls = 897 -VariableMetric: Iteration # 124 - FCN = 297132.2607742 Edm = 0.458338 NCalls = 899 -VariableMetric: Iteration # 125 - FCN = 297131.7950561 Edm = 0.135182 NCalls = 901 -VariableMetric: Iteration # 126 - FCN = 297131.5297008 Edm = 0.0672539 NCalls = 903 -VariableMetric: Iteration # 127 - FCN = 297131.4244717 Edm = 0.0449132 NCalls = 905 -VariableMetric: Iteration # 128 - FCN = 297131.3396457 Edm = 0.01157 NCalls = 907 -VariableMetric: Iteration # 129 - FCN = 297131.2954373 Edm = 0.0240798 NCalls = 910 -VariableMetric: Iteration # 130 - FCN = 297131.2407394 Edm = 0.0122578 NCalls = 912 -VariableMetric: Iteration # 131 - FCN = 297131.2105778 Edm = 0.0111413 NCalls = 914 -VariableMetric: Iteration # 132 - FCN = 297131.1881165 Edm = 0.00551099 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297131.1678501 Edm = 0.00967957 NCalls = 919 -VariableMetric: Iteration # 134 - FCN = 297131.1385001 Edm = 0.0149411 NCalls = 922 -VariableMetric: Iteration # 135 - FCN = 297131.1086117 Edm = 0.0195187 NCalls = 925 -VariableMetric: Iteration # 136 - FCN = 297131.0794997 Edm = 0.0061164 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297131.0665131 Edm = 0.00494619 NCalls = 929 -VariableMetric: Iteration # 138 - FCN = 297131.0607441 Edm = 0.00224765 NCalls = 931 -VariableMetric: Iteration # 139 - FCN = 297131.0564656 Edm = 0.00194295 NCalls = 933 -VariableMetric: Iteration # 140 - FCN = 297131.0510258 Edm = 0.000779352 NCalls = 935 -VariableMetric: Iteration # 141 - FCN = 297131.0492198 Edm = 0.000565473 NCalls = 937 -VariableMetric: Iteration # 142 - FCN = 297131.047807 Edm = 0.000311717 NCalls = 939 -VariableMetric: Iteration # 143 - FCN = 297131.0469658 Edm = 0.000330618 NCalls = 941 -VariableMetric: Iteration # 144 - FCN = 297131.0456345 Edm = 0.000907794 NCalls = 943 -VariableMetric: Iteration # 145 - FCN = 297131.041179 Edm = 0.00228779 NCalls = 945 -VariableMetric: Iteration # 146 - FCN = 297131.0350535 Edm = 0.00115045 NCalls = 948 -VariableMetric: Iteration # 147 - FCN = 297131.0327959 Edm = 0.000782442 NCalls = 950 -VariableMetric: Iteration # 148 - FCN = 297131.0303201 Edm = 0.000899855 NCalls = 952 -VariableMetric: Iteration # 149 - FCN = 297131.0274801 Edm = 0.00110743 NCalls = 954 -VariableMetric: Iteration # 150 - FCN = 297131.0248614 Edm = 0.000424137 NCalls = 956 -VariableMetric: Iteration # 151 - FCN = 297131.0239109 Edm = 0.000163664 NCalls = 958 -VariableMetric: Iteration # 152 - FCN = 297131.0234496 Edm = 0.000218692 NCalls = 960 -VariableMetric: Iteration # 153 - FCN = 297131.0224999 Edm = 0.000235544 NCalls = 962 -VariableMetric: Iteration # 154 - FCN = 297131.022016 Edm = 0.000140046 NCalls = 964 -VariableMetric: Iteration # 155 - FCN = 297131.0215994 Edm = 3.09931e-05 NCalls = 966 -VariableMetric: After Hessian - FCN = 297131.0215994 Edm = 0.0118661 NCalls = 1465 -VariableMetric: Iteration # 156 - FCN = 297131.0215994 Edm = 0.0118661 NCalls = 1465 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320584.3760172 Edm = 47.7681 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320584.3760172 Edm = 47.7681 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301397.1742267 Edm = 31.9956 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301214.2795143 Edm = 130.241 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300985.6953443 Edm = 232.156 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299649.8297693 Edm = 184.988 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299630.1328466 Edm = 172.825 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299607.0857472 Edm = 222.818 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298524.9048636 Edm = 6.6344 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298518.3640586 Edm = 10.0773 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298230.9661975 Edm = 140.35 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298080.0351144 Edm = 9.03267 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298072.7075134 Edm = 1.93059 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297693.2248704 Edm = 75.529 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297527.4090101 Edm = 432.646 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297465.0792194 Edm = 30.6237 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297444.2823134 Edm = 9.32395 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297436.2905183 Edm = 1.30044 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297435.6394207 Edm = 0.567559 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297415.3064933 Edm = 0.879696 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297414.2403119 Edm = 0.0579617 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297413.7365692 Edm = 0.259943 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297405.2100109 Edm = 8.22972 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297392.7168662 Edm = 9.20834 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297355.8269536 Edm = 1.24175 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297354.8554638 Edm = 0.0676059 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297354.7312974 Edm = 0.0305063 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297353.8182015 Edm = 0.767677 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297273.0084136 Edm = 27.3217 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297216.6582078 Edm = 6.36254 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297204.4094845 Edm = 5.10654 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297188.573887 Edm = 5.68339 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297186.2579199 Edm = 2.95219 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297180.5252163 Edm = 2.8347 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297177.4285347 Edm = 0.327009 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297177.1264836 Edm = 0.00838655 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297177.1143415 Edm = 0.00396289 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297177.0155538 Edm = 0.0840752 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297171.5862884 Edm = 5.2701 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297142.5305207 Edm = 5.6948 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297135.5886607 Edm = 0.803705 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297134.6219982 Edm = 0.13832 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297134.5164024 Edm = 0.0080871 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297134.4993767 Edm = 0.00578924 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297134.4314267 Edm = 0.0549799 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297122.2405387 Edm = 7.49463 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297091.0763116 Edm = 3.75752 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297087.7062094 Edm = 0.643161 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297086.9911429 Edm = 0.0884316 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297086.8617662 Edm = 0.00840157 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297086.8497646 Edm = 0.00274437 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297086.8396178 Edm = 0.00262896 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297086.8250733 Edm = 0.0044908 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297086.8013841 Edm = 0.0123572 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297086.2301219 Edm = 0.38703 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297080.5438412 Edm = 3.09188 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297067.3096315 Edm = 3.41154 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297064.4577595 Edm = 0.703208 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297064.089193 Edm = 0.064814 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297064.0078177 Edm = 0.00851802 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297063.9951654 Edm = 0.00175522 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297063.9904299 Edm = 0.00216376 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297063.9115255 Edm = 0.0746793 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297060.6707596 Edm = 1.87527 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297052.564774 Edm = 4.52626 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297046.5680547 Edm = 6.64794 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297040.3861077 Edm = 1.72791 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297037.5901714 Edm = 1.23236 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297036.7163567 Edm = 0.138144 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297036.5911544 Edm = 0.0501223 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297036.5216382 Edm = 0.00946679 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297036.5088491 Edm = 0.00145471 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297036.5062056 Edm = 0.000746421 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297036.5027121 Edm = 0.00207464 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297036.466351 Edm = 0.0348338 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297035.2059442 Edm = 1.35441 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297035.1955208 Edm = 0.00714888 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297034.3615269 Edm = 0.57666 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297032.1497934 Edm = 3.63722 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297029.8696149 Edm = 3.35301 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297025.1855395 Edm = 2.00317 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297023.6071802 Edm = 0.2179 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297023.3613832 Edm = 0.0913476 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297023.2337518 Edm = 0.026565 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297023.2117719 Edm = 0.00424808 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297023.2066947 Edm = 0.00172688 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297023.2028824 Edm = 0.00163592 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297023.1959552 Edm = 0.00639401 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297022.7668171 Edm = 0.430366 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297017.0053425 Edm = 1.1864 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297015.7204675 Edm = 0.145635 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297015.588485 Edm = 0.0495414 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297015.554149 Edm = 0.00945902 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297015.5403088 Edm = 0.00118831 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297015.5385405 Edm = 0.000102939 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297015.5382976 Edm = 0.000118189 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297015.5323753 Edm = 0.00536115 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297015.1620045 Edm = 0.293226 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297013.4346564 Edm = 0.0832986 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297013.3452126 Edm = 0.00151192 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297013.3436148 Edm = 0.00014266 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297013.3428543 Edm = 0.000630655 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297013.3077194 Edm = 0.0402229 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297013.3041886 Edm = 0.0034525 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297013.2252517 Edm = 0.0813814 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297013.2236507 Edm = 0.00151674 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297013.0641663 Edm = 0.0557502 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297012.155902 Edm = 0.528761 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297010.8196324 Edm = 0.188183 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297010.6566428 Edm = 0.00708634 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297010.6497827 Edm = 0.000224386 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297010.6495039 Edm = 6.94561e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297010.6495039 Edm = 70.3553 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297010.6495039 Edm = 70.3553 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297009.5565325 Edm = 13.7722 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297006.7087909 Edm = 0.795402 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297006.331204 Edm = 0.0665449 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297006.178591 Edm = 0.0169026 NCalls = 840 -VariableMetric: Iteration # 116 - FCN = 297006.1269411 Edm = 0.0122433 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297006.0914611 Edm = 0.00333039 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297006.0844018 Edm = 0.0021187 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297006.0813723 Edm = 0.000789202 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297006.0791787 Edm = 0.000440841 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297006.0783865 Edm = 9.5819e-05 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297006.0781918 Edm = 2.3411e-05 NCalls = 854 -VariableMetric: After Hessian - FCN = 297006.0781918 Edm = 0.000467942 NCalls = 1341 -VariableMetric: Iteration # 123 - FCN = 297006.0781918 Edm = 0.000467942 NCalls = 1341 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340627.2436345 Edm = 2943.83 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340627.2436345 Edm = 2943.83 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 338509.1787462 Edm = 23.7044 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 301986.8816963 Edm = 42.1067 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300908.5840645 Edm = 136.103 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300877.5429962 Edm = 4.35777 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300184.7707839 Edm = 156.503 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299785.6494059 Edm = 101.978 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299727.3338208 Edm = 3.03811 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 299686.0703204 Edm = 24.4576 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298441.8242108 Edm = 316.908 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298222.5839416 Edm = 17.0063 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298197.8245322 Edm = 0.630808 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298195.6081908 Edm = 2.33848 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 298078.3039379 Edm = 99.3807 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297740.4647089 Edm = 4.61475 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297735.9845602 Edm = 0.103468 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297735.7293661 Edm = 0.0732405 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297735.6145655 Edm = 0.0513427 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297734.2374731 Edm = 1.24911 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297733.9159895 Edm = 0.287971 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297460.9096964 Edm = 82.9346 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297407.6706709 Edm = 5.03774 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297404.3078173 Edm = 1.87148 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297402.08151 Edm = 1.70725 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297386.7673499 Edm = 6.56216 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297380.61872 Edm = 7.84777 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297374.3683047 Edm = 9.0137 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297368.2246494 Edm = 1.19471 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297366.6164062 Edm = 0.818846 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297363.9286222 Edm = 0.452897 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297363.2495724 Edm = 0.0963025 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297362.9598858 Edm = 0.162705 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297354.9443237 Edm = 12.3307 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297354.287968 Edm = 0.771069 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297353.718037 Edm = 0.461349 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297351.3344572 Edm = 2.64809 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297344.1695371 Edm = 23.5025 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297343.7609384 Edm = 0.311814 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297337.6650068 Edm = 3.50277 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297330.7712529 Edm = 5.78235 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297328.2328397 Edm = 1.42082 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297323.4729261 Edm = 1.27073 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297322.1394682 Edm = 0.179331 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297321.9584588 Edm = 0.0329856 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297321.9078399 Edm = 0.0116197 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297321.637992 Edm = 0.20808 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297311.0522193 Edm = 5.51672 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297295.5274875 Edm = 11.3693 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297286.7325612 Edm = 2.30193 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297282.0256123 Edm = 1.80886 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297279.951086 Edm = 1.32474 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297279.096356 Edm = 0.324301 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297278.7740073 Edm = 0.0662081 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297278.6672057 Edm = 0.0183038 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297278.6463494 Edm = 0.0037531 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297278.6373152 Edm = 0.00656271 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297278.4590009 Edm = 0.229563 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297278.4264584 Edm = 0.0268906 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297274.450049 Edm = 2.83828 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297264.4889316 Edm = 0.79175 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297263.3480949 Edm = 0.928062 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297261.9531989 Edm = 0.460782 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297260.8824646 Edm = 0.191807 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297260.7322296 Edm = 0.0828157 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297260.6632651 Edm = 0.00733347 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297260.6471118 Edm = 0.00709402 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297260.6190684 Edm = 0.0251353 NCalls = 202 -VariableMetric: Iteration # 67 - FCN = 297259.9532504 Edm = 0.609618 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297259.9226848 Edm = 0.0185728 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297256.5589979 Edm = 2.24023 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297248.1215204 Edm = 2.91096 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297243.6134273 Edm = 2.09712 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297242.6068869 Edm = 0.450758 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297242.1451351 Edm = 0.0786737 NCalls = 225 -VariableMetric: Iteration # 74 - FCN = 297242.0877133 Edm = 0.00256758 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297242.0847085 Edm = 0.00257054 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297242.0814141 Edm = 0.00282224 NCalls = 231 -VariableMetric: Iteration # 77 - FCN = 297242.0579874 Edm = 0.0103675 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297241.9861251 Edm = 0.0517405 NCalls = 238 -VariableMetric: Iteration # 79 - FCN = 297240.9039454 Edm = 1.06112 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297234.8397728 Edm = 10.0551 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297226.3220137 Edm = 3.01594 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297224.3858589 Edm = 2.39798 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297222.677433 Edm = 0.106665 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297222.5625092 Edm = 0.011944 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297222.5491621 Edm = 0.00376998 NCalls = 266 -VariableMetric: Iteration # 86 - FCN = 297222.5413002 Edm = 0.00361575 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297222.534433 Edm = 0.00159461 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297222.5325548 Edm = 0.000366335 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297222.5296774 Edm = 0.0030326 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297222.2716209 Edm = 0.233916 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297218.3910476 Edm = 0.732761 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297217.6082453 Edm = 0.061904 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297217.5484322 Edm = 0.00525897 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297217.539906 Edm = 0.00188372 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297217.5374876 Edm = 0.000443705 NCalls = 293 -VariableMetric: Iteration # 96 - FCN = 297217.5367966 Edm = 0.000399673 NCalls = 295 -VariableMetric: Iteration # 97 - FCN = 297217.524124 Edm = 0.0128676 NCalls = 300 -VariableMetric: Iteration # 98 - FCN = 297217.2080446 Edm = 0.0785842 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297216.179756 Edm = 0.402407 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297215.4627908 Edm = 0.0430021 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297215.4169018 Edm = 0.00826938 NCalls = 313 -VariableMetric: Iteration # 102 - FCN = 297215.4078506 Edm = 0.00115526 NCalls = 315 -VariableMetric: Iteration # 103 - FCN = 297215.4067318 Edm = 0.000141379 NCalls = 316 -VariableMetric: Iteration # 104 - FCN = 297215.4064737 Edm = 0.000113495 NCalls = 318 -VariableMetric: Iteration # 105 - FCN = 297215.4043026 Edm = 0.00193764 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297215.2999931 Edm = 0.096235 NCalls = 327 -VariableMetric: Iteration # 107 - FCN = 297213.8366557 Edm = 0.231785 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297213.5528097 Edm = 0.0057719 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297213.5478321 Edm = 0.000228754 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297213.5475286 Edm = 9.83018e-05 NCalls = 338 -VariableMetric: Iteration # 111 - FCN = 297213.5458864 Edm = 0.00190254 NCalls = 342 -VariableMetric: Iteration # 112 - FCN = 297213.5191687 Edm = 0.0293108 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297213.5166275 Edm = 0.00242872 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297212.5535227 Edm = 0.618595 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297210.5926957 Edm = 0.361665 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297210.2395928 Edm = 0.0557991 NCalls = 363 -VariableMetric: Iteration # 117 - FCN = 297210.1770036 Edm = 0.00183064 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297210.1752204 Edm = 4.3708e-05 NCalls = 366 -VariableMetric: After Hessian - FCN = 297210.1752204 Edm = 208.707 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297210.1752204 Edm = 208.707 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297209.8353524 Edm = 180.609 NCalls = 852 -VariableMetric: Iteration # 121 - FCN = 297208.7461903 Edm = 2.54659 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297207.1203727 Edm = 0.42486 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297206.9804992 Edm = 0.125358 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297206.8874991 Edm = 0.0276449 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297206.8606677 Edm = 0.00898757 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297206.8284867 Edm = 0.014421 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297206.7877591 Edm = 0.00550638 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297206.7781184 Edm = 0.000651486 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297206.7772344 Edm = 3.01333e-05 NCalls = 871 -VariableMetric: After Hessian - FCN = 297206.7772344 Edm = 3.52538e-05 NCalls = 1366 -VariableMetric: Iteration # 130 - FCN = 297206.7772344 Edm = 3.52538e-05 NCalls = 1366 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314476.7197314 Edm = 22.2585 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314476.7197314 Edm = 22.2585 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301151.3958377 Edm = 6.88795 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299932.154136 Edm = 6.89369 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299851.7181864 Edm = 51.0019 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 297887.257311 Edm = 11.9291 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 297868.8347445 Edm = 70.3244 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 297858.6123741 Edm = 1.00725 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297856.3792784 Edm = 0.834503 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297842.7827285 Edm = 13.8477 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297805.9154006 Edm = 28.7159 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297540.1745076 Edm = 19.9316 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297521.4911076 Edm = 2.57385 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297518.642655 Edm = 0.0594656 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297518.5772838 Edm = 0.0151637 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297518.2604955 Edm = 0.270306 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297483.0866151 Edm = 11.4739 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297462.7608722 Edm = 1.2929 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297461.836493 Edm = 0.106244 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297461.6281808 Edm = 0.0189435 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297461.5924565 Edm = 0.014119 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297460.9474424 Edm = 0.589406 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297449.1524452 Edm = 2.557 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297446.1570753 Edm = 0.492414 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297445.6721773 Edm = 0.0296717 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297445.6404155 Edm = 0.00342036 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297445.5877117 Edm = 0.0699409 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297441.5017249 Edm = 1.6924 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297418.1755232 Edm = 12.2341 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297392.1003928 Edm = 6.83127 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297389.7800726 Edm = 0.148266 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297389.6534336 Edm = 0.0155371 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297389.6303179 Edm = 0.00386375 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297389.62048 Edm = 0.00510944 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297389.5326145 Edm = 0.0871804 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297382.0479426 Edm = 0.932782 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297373.7156619 Edm = 1.67552 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297371.8776372 Edm = 0.801635 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297370.2689576 Edm = 0.716853 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297367.6314349 Edm = 2.85393 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297365.5720275 Edm = 4.9196 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297363.4534457 Edm = 0.681329 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297362.8984586 Edm = 0.0639521 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297362.82386 Edm = 0.0177963 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297362.8024452 Edm = 0.00583023 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297362.7927475 Edm = 0.000892688 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297362.7911137 Edm = 0.000891116 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297362.7853908 Edm = 0.00517634 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297362.6828831 Edm = 0.114537 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297362.5814396 Edm = 0.147468 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297362.0487666 Edm = 0.396891 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297360.8871183 Edm = 0.231858 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297360.5895504 Edm = 0.0293956 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297360.5618963 Edm = 0.00587238 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297360.5584035 Edm = 0.000769221 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297360.5574493 Edm = 0.000219078 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297360.5298793 Edm = 0.0261292 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297359.1337271 Edm = 0.396827 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297358.7346605 Edm = 0.240942 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297358.5250027 Edm = 0.0598074 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297358.3677358 Edm = 0.134641 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297358.2710282 Edm = 0.106478 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297358.1032328 Edm = 0.0395207 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297358.0439122 Edm = 0.0566581 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297358.0061492 Edm = 0.00987503 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297357.9929228 Edm = 0.000641058 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297357.9922584 Edm = 0.000117214 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297357.9917483 Edm = 0.000362612 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297357.9681508 Edm = 0.0218078 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297355.9955404 Edm = 1.30461 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297353.860687 Edm = 1.72723 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297352.5733993 Edm = 0.257747 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297352.4536381 Edm = 0.115769 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297352.3083167 Edm = 0.0467304 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297352.1594407 Edm = 0.0801983 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297352.1059591 Edm = 0.050435 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297352.046662 Edm = 0.0160732 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297352.0273932 Edm = 0.0121207 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297352.0170551 Edm = 0.00471765 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297352.0122567 Edm = 0.00145327 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297352.0071576 Edm = 0.00302849 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297351.9638077 Edm = 0.0253882 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297351.6737355 Edm = 0.258333 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297350.0641598 Edm = 1.61119 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297348.0090238 Edm = 2.23241 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297347.9840845 Edm = 0.105224 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297347.8513763 Edm = 0.122159 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297347.2686501 Edm = 0.583545 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297346.0035626 Edm = 1.45559 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297345.6726247 Edm = 0.337832 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297345.1586164 Edm = 0.412863 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297344.4016563 Edm = 0.246088 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297343.9205551 Edm = 0.231021 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297343.0274529 Edm = 0.642534 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297341.8944594 Edm = 0.609945 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297340.9060497 Edm = 0.263049 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297340.3269632 Edm = 0.0952019 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297340.1870447 Edm = 0.0211368 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297340.1698045 Edm = 0.00494643 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297340.1650681 Edm = 0.00139582 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297340.1628555 Edm = 0.000654644 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297340.1617704 Edm = 0.000151378 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297340.1605433 Edm = 0.00099014 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 297340.1442237 Edm = 0.010837 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297340.0349737 Edm = 0.0908106 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297339.1023728 Edm = 0.426812 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297338.5047814 Edm = 0.0339427 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297338.4701742 Edm = 0.00408304 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297338.4673803 Edm = 0.000886693 NCalls = 334 -VariableMetric: Iteration # 108 - FCN = 297338.4664358 Edm = 9.18617e-05 NCalls = 336 -VariableMetric: Iteration # 109 - FCN = 297338.4662751 Edm = 8.45837e-05 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297338.465355 Edm = 0.000934225 NCalls = 342 -VariableMetric: Iteration # 111 - FCN = 297338.4111532 Edm = 0.0283575 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297338.0443843 Edm = 0.18795 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297337.7038594 Edm = 0.016439 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297337.6906037 Edm = 0.00027476 NCalls = 356 -VariableMetric: Iteration # 115 - FCN = 297337.6903379 Edm = 2.87337e-05 NCalls = 357 -VariableMetric: After Hessian - FCN = 297337.6903379 Edm = 51.3097 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297337.6903379 Edm = 51.3097 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297335.6515218 Edm = 6.7644 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297333.7456744 Edm = 0.260359 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297333.4602263 Edm = 0.0579426 NCalls = 843 -VariableMetric: Iteration # 120 - FCN = 297333.2932442 Edm = 0.0983086 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297333.140237 Edm = 0.149791 NCalls = 848 -VariableMetric: Iteration # 122 - FCN = 297332.9235279 Edm = 0.150336 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297332.8532467 Edm = 0.0554702 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297332.7625833 Edm = 0.0869309 NCalls = 856 -VariableMetric: Iteration # 125 - FCN = 297332.6817707 Edm = 0.12491 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297332.6304376 Edm = 0.0618507 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297332.4663887 Edm = 0.142006 NCalls = 865 -VariableMetric: Iteration # 128 - FCN = 297332.2664028 Edm = 0.283874 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297332.1973536 Edm = 0.0933031 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297331.850493 Edm = 0.0773688 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297331.7750142 Edm = 0.268988 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297331.6884981 Edm = 0.035401 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297331.6179043 Edm = 0.03546 NCalls = 888 -VariableMetric: Iteration # 134 - FCN = 297331.579317 Edm = 0.0378639 NCalls = 890 -VariableMetric: Iteration # 135 - FCN = 297331.5418196 Edm = 0.017848 NCalls = 893 -VariableMetric: Iteration # 136 - FCN = 297331.5124027 Edm = 0.00808731 NCalls = 895 -VariableMetric: Iteration # 137 - FCN = 297331.4914209 Edm = 0.0218324 NCalls = 897 -VariableMetric: Iteration # 138 - FCN = 297331.463105 Edm = 0.0104391 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297331.4434292 Edm = 0.00506489 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297331.4366275 Edm = 0.00381472 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297331.432262 Edm = 0.00202609 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297331.4228456 Edm = 0.00468915 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297331.3916435 Edm = 0.0143382 NCalls = 913 -VariableMetric: Iteration # 144 - FCN = 297331.3561476 Edm = 0.0156884 NCalls = 915 -VariableMetric: Iteration # 145 - FCN = 297331.3417392 Edm = 0.0049781 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297331.3340029 Edm = 0.00100456 NCalls = 918 -VariableMetric: Iteration # 147 - FCN = 297331.3321214 Edm = 0.000247346 NCalls = 920 -VariableMetric: Iteration # 148 - FCN = 297331.331684 Edm = 4.1928e-05 NCalls = 922 -VariableMetric: After Hessian - FCN = 297331.331684 Edm = 0.0144537 NCalls = 1403 -VariableMetric: Iteration # 149 - FCN = 297331.331684 Edm = 0.0144537 NCalls = 1403 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330678.0710645 Edm = 846.074 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330678.0710645 Edm = 846.074 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301562.453627 Edm = 5.03221 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298731.3959604 Edm = 10.5121 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 298725.5983387 Edm = 13.8397 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298716.4157666 Edm = 5.6056 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298037.3262994 Edm = 43.0558 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297964.6984861 Edm = 0.518928 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297963.6838557 Edm = 0.436663 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297958.8184387 Edm = 4.933 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297789.2694928 Edm = 15.281 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297763.1619503 Edm = 0.849253 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297761.9624386 Edm = 0.204341 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297758.7810615 Edm = 2.90852 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297533.9245517 Edm = 58.0622 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297458.5217189 Edm = 2.31075 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297456.6972194 Edm = 0.160213 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297456.5341831 Edm = 0.0178128 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297456.4535217 Edm = 0.0623026 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297453.3155408 Edm = 3.00408 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297367.5835772 Edm = 3.30927 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297364.2314579 Edm = 0.0795735 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297364.1354171 Edm = 0.00463923 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297364.1234573 Edm = 0.00759559 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297363.5640384 Edm = 0.74736 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297363.1912983 Edm = 0.36549 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297362.8534986 Edm = 0.322781 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297328.4202638 Edm = 6.38377 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297320.6191367 Edm = 0.31274 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297320.3383648 Edm = 0.0145899 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297320.3203838 Edm = 0.00152938 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297320.3151936 Edm = 0.003648 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297318.691738 Edm = 1.74033 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297317.8061381 Edm = 0.838879 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297299.0527155 Edm = 0.704194 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297298.581536 Edm = 0.0523409 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297298.537388 Edm = 0.000736455 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297298.5346999 Edm = 0.00178555 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297297.071028 Edm = 1.14947 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297289.6445848 Edm = 0.873438 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297288.626336 Edm = 2.23966 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297287.3800363 Edm = 0.908997 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297284.6909008 Edm = 1.2379 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297281.9954607 Edm = 0.988639 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297280.6011042 Edm = 0.636388 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297279.8738939 Edm = 0.376235 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297279.6463019 Edm = 1.93901 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297279.3123154 Edm = 1.24592 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297278.8140811 Edm = 0.23938 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297278.5078571 Edm = 0.133004 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297277.7163442 Edm = 1.93408 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297275.5889071 Edm = 2.22711 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297274.8907912 Edm = 0.708294 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297272.7081107 Edm = 2.1591 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297269.2152172 Edm = 0.557024 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297268.6874932 Edm = 0.0338821 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297268.6492619 Edm = 0.00126176 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297268.647543 Edm = 0.000328421 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297268.644934 Edm = 0.00255394 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297268.2396694 Edm = 0.189532 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297268.1671189 Edm = 0.000321668 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297268.1628511 Edm = 0.00390002 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297263.6210635 Edm = 2.30965 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297256.6925696 Edm = 4.92366 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297253.5436245 Edm = 0.534509 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297252.9754189 Edm = 0.116601 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297252.551747 Edm = 0.0589219 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297252.4992965 Edm = 0.0241194 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297252.4831756 Edm = 0.0023535 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297252.4797503 Edm = 0.000235552 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297252.4793084 Edm = 0.00021035 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297252.4701566 Edm = 0.00940473 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297252.3132451 Edm = 0.0622045 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297251.0641181 Edm = 0.857418 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297246.8673945 Edm = 1.28062 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297245.3542108 Edm = 0.197662 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297245.0769073 Edm = 0.0136812 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297245.0582227 Edm = 0.000743585 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297245.0574315 Edm = 0.000118294 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297245.0571857 Edm = 0.000160408 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297245.0552015 Edm = 0.0010063 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297245.0396733 Edm = 0.0159673 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297245.0210231 Edm = 0.0162786 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297243.6575761 Edm = 0.104 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297243.4651332 Edm = 0.0243071 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297243.4485657 Edm = 0.00900196 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297243.4420109 Edm = 0.00033494 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297243.4414035 Edm = 5.97061e-05 NCalls = 288 -VariableMetric: After Hessian - FCN = 297243.4414035 Edm = 12.4556 NCalls = 769 -VariableMetric: Iteration # 87 - FCN = 297243.4414035 Edm = 12.4556 NCalls = 769 -VariableMetric: Iteration # 88 - FCN = 297243.3323627 Edm = 24.6144 NCalls = 772 -VariableMetric: Iteration # 89 - FCN = 297241.9091023 Edm = 0.653319 NCalls = 774 -VariableMetric: Iteration # 90 - FCN = 297241.5669498 Edm = 0.179784 NCalls = 785 -VariableMetric: Iteration # 91 - FCN = 297239.4123931 Edm = 0.360623 NCalls = 793 -VariableMetric: Iteration # 92 - FCN = 297239.4101491 Edm = 5232.55 NCalls = 797 -VariableMetric: Iteration # 93 - FCN = 297239.3741765 Edm = 1034.08 NCalls = 802 -VariableMetric: Iteration # 94 - FCN = 297239.3307357 Edm = 996.063 NCalls = 806 -VariableMetric: Iteration # 95 - FCN = 297239.3246 Edm = 630.659 NCalls = 810 -VariableMetric: Iteration # 96 - FCN = 297239.2737506 Edm = 160.629 NCalls = 814 -VariableMetric: Iteration # 97 - FCN = 297238.4663556 Edm = 798.447 NCalls = 817 -VariableMetric: Iteration # 98 - FCN = 297237.8507182 Edm = 1174.16 NCalls = 820 -VariableMetric: Iteration # 99 - FCN = 297236.0653511 Edm = 4178.95 NCalls = 822 -VariableMetric: Iteration # 100 - FCN = 297235.3714484 Edm = 1379.16 NCalls = 825 -VariableMetric: Iteration # 101 - FCN = 297234.3321984 Edm = 52.2618 NCalls = 828 -VariableMetric: Iteration # 102 - FCN = 297234.1673778 Edm = 17.0699 NCalls = 831 -VariableMetric: Iteration # 103 - FCN = 297234.0451995 Edm = 11.8711 NCalls = 834 -VariableMetric: Iteration # 104 - FCN = 297233.7455908 Edm = 7.15381 NCalls = 837 -VariableMetric: Iteration # 105 - FCN = 297233.7261012 Edm = 246.721 NCalls = 839 -VariableMetric: Iteration # 106 - FCN = 297233.4852273 Edm = 50.4415 NCalls = 841 -VariableMetric: Iteration # 107 - FCN = 297233.1000434 Edm = 17.4105 NCalls = 843 -VariableMetric: Iteration # 108 - FCN = 297232.3279235 Edm = 23.4935 NCalls = 845 -VariableMetric: Iteration # 109 - FCN = 297231.9698409 Edm = 6.52534 NCalls = 847 -VariableMetric: Iteration # 110 - FCN = 297230.9718242 Edm = 20.0039 NCalls = 849 -VariableMetric: Iteration # 111 - FCN = 297229.7502708 Edm = 3.81223 NCalls = 851 -VariableMetric: Iteration # 112 - FCN = 297229.6098549 Edm = 2.80338 NCalls = 853 -VariableMetric: Iteration # 113 - FCN = 297229.3746319 Edm = 2.77439 NCalls = 855 -VariableMetric: Iteration # 114 - FCN = 297229.2984151 Edm = 0.568248 NCalls = 857 -VariableMetric: Iteration # 115 - FCN = 297229.0997651 Edm = 1.00077 NCalls = 859 -VariableMetric: Iteration # 116 - FCN = 297228.6784773 Edm = 1.73059 NCalls = 862 -VariableMetric: Iteration # 117 - FCN = 297228.6001996 Edm = 0.812005 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297228.1179175 Edm = 1.19746 NCalls = 868 -VariableMetric: Iteration # 119 - FCN = 297227.8176851 Edm = 0.316364 NCalls = 871 -VariableMetric: Iteration # 120 - FCN = 297227.5000493 Edm = 0.0900404 NCalls = 874 -VariableMetric: Iteration # 121 - FCN = 297227.4613537 Edm = 0.0222245 NCalls = 876 -VariableMetric: Iteration # 122 - FCN = 297227.4202044 Edm = 0.031703 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297227.3863516 Edm = 0.0467265 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297227.3439267 Edm = 0.0212345 NCalls = 884 -VariableMetric: Iteration # 125 - FCN = 297227.3169003 Edm = 0.0149841 NCalls = 887 -VariableMetric: Iteration # 126 - FCN = 297227.3036713 Edm = 0.0288499 NCalls = 890 -VariableMetric: Iteration # 127 - FCN = 297227.2669252 Edm = 0.0478542 NCalls = 893 -VariableMetric: Iteration # 128 - FCN = 297227.145559 Edm = 0.213593 NCalls = 898 -VariableMetric: Iteration # 129 - FCN = 297227.1259692 Edm = 0.031536 NCalls = 901 -VariableMetric: Iteration # 130 - FCN = 297227.0430778 Edm = 0.107763 NCalls = 904 -VariableMetric: Iteration # 131 - FCN = 297226.9510314 Edm = 0.419016 NCalls = 909 -VariableMetric: Iteration # 132 - FCN = 297226.7438539 Edm = 0.28223 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297226.7368459 Edm = 0.0199712 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297226.7164797 Edm = 0.0399973 NCalls = 920 -VariableMetric: Iteration # 135 - FCN = 297226.5299535 Edm = 0.12623 NCalls = 924 -VariableMetric: Iteration # 136 - FCN = 297226.2479834 Edm = 0.192039 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297226.1486934 Edm = 0.198019 NCalls = 929 -VariableMetric: Iteration # 138 - FCN = 297225.9982731 Edm = 0.0901186 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297225.9219673 Edm = 0.117915 NCalls = 937 -VariableMetric: Iteration # 140 - FCN = 297225.8392833 Edm = 0.124679 NCalls = 939 -VariableMetric: Iteration # 141 - FCN = 297225.6342798 Edm = 0.248362 NCalls = 944 -VariableMetric: Iteration # 142 - FCN = 297225.5332595 Edm = 0.346522 NCalls = 948 -VariableMetric: Iteration # 143 - FCN = 297225.2722418 Edm = 0.613436 NCalls = 952 -VariableMetric: Iteration # 144 - FCN = 297224.5573658 Edm = 4.51166 NCalls = 956 -VariableMetric: Iteration # 145 - FCN = 297224.4250849 Edm = 0.168815 NCalls = 959 -VariableMetric: Iteration # 146 - FCN = 297224.0114071 Edm = 0.787017 NCalls = 963 -VariableMetric: Iteration # 147 - FCN = 297223.6566047 Edm = 0.582929 NCalls = 968 -VariableMetric: Iteration # 148 - FCN = 297223.2604575 Edm = 0.515385 NCalls = 973 -VariableMetric: Iteration # 149 - FCN = 297222.4601574 Edm = 0.77222 NCalls = 977 -VariableMetric: Iteration # 150 - FCN = 297221.8008632 Edm = 1.57075 NCalls = 980 -VariableMetric: Iteration # 151 - FCN = 297220.5785207 Edm = 2.86763 NCalls = 985 -VariableMetric: Iteration # 152 - FCN = 297218.6175392 Edm = 2.49037 NCalls = 987 -VariableMetric: Iteration # 153 - FCN = 297217.1131941 Edm = 0.87819 NCalls = 993 -VariableMetric: Iteration # 154 - FCN = 297216.7290014 Edm = 0.726328 NCalls = 995 -VariableMetric: Iteration # 155 - FCN = 297216.0792658 Edm = 0.735263 NCalls = 997 -VariableMetric: Iteration # 156 - FCN = 297215.8152737 Edm = 0.139858 NCalls = 999 -VariableMetric: Iteration # 157 - FCN = 297215.5634039 Edm = 0.147618 NCalls = 1002 -VariableMetric: Iteration # 158 - FCN = 297215.3907312 Edm = 0.0850351 NCalls = 1005 -VariableMetric: Iteration # 159 - FCN = 297215.3007283 Edm = 0.0185765 NCalls = 1007 -VariableMetric: Iteration # 160 - FCN = 297215.2719115 Edm = 0.021628 NCalls = 1009 -VariableMetric: Iteration # 161 - FCN = 297215.255454 Edm = 0.0192194 NCalls = 1012 -VariableMetric: Iteration # 162 - FCN = 297215.2282602 Edm = 0.0185751 NCalls = 1014 -VariableMetric: Iteration # 163 - FCN = 297215.193341 Edm = 0.0246678 NCalls = 1018 -VariableMetric: Iteration # 164 - FCN = 297215.1692902 Edm = 0.0268773 NCalls = 1019 -VariableMetric: Iteration # 165 - FCN = 297215.1468015 Edm = 0.0116774 NCalls = 1022 -VariableMetric: Iteration # 166 - FCN = 297215.1255131 Edm = 0.00888414 NCalls = 1024 -VariableMetric: Iteration # 167 - FCN = 297215.1146493 Edm = 0.00428495 NCalls = 1027 -VariableMetric: Iteration # 168 - FCN = 297215.1098002 Edm = 0.000811842 NCalls = 1029 -VariableMetric: Iteration # 169 - FCN = 297215.1085272 Edm = 0.000205757 NCalls = 1031 -VariableMetric: Iteration # 170 - FCN = 297215.1078494 Edm = 0.000366965 NCalls = 1033 -VariableMetric: Iteration # 171 - FCN = 297215.1056987 Edm = 0.000538776 NCalls = 1036 -VariableMetric: Iteration # 172 - FCN = 297215.1047273 Edm = 0.000273238 NCalls = 1038 -VariableMetric: Iteration # 173 - FCN = 297215.1039824 Edm = 0.000428046 NCalls = 1040 -VariableMetric: Iteration # 174 - FCN = 297215.1018246 Edm = 0.000873719 NCalls = 1042 -VariableMetric: Iteration # 175 - FCN = 297215.1004691 Edm = 0.000113008 NCalls = 1044 -VariableMetric: Iteration # 176 - FCN = 297215.1003261 Edm = 2.17014e-05 NCalls = 1046 -VariableMetric: After Hessian - FCN = 297215.1003261 Edm = 0.00595789 NCalls = 1531 -VariableMetric: Iteration # 177 - FCN = 297215.1003261 Edm = 0.00595789 NCalls = 1531 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319992.8816322 Edm = 33.1111 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319992.8816322 Edm = 33.1111 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302238.7929016 Edm = 46.1549 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301969.7241145 Edm = 1194.5 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301714.582428 Edm = 38.31 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 301686.3168629 Edm = 16.3284 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 301572.1168229 Edm = 16.1734 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 301110.3195343 Edm = 1717.88 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 301087.1783857 Edm = 181.819 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 299806.1755984 Edm = 215.066 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 299286.0020714 Edm = 37.037 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 299254.919489 Edm = 3.68915 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 299236.686146 Edm = 2.75982 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 298658.5599214 Edm = 371.818 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298222.9878032 Edm = 480.506 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297801.4139148 Edm = 15.1284 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297790.9066913 Edm = 4.85262 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297786.8946618 Edm = 0.0875782 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297786.4592441 Edm = 0.374795 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297725.9436994 Edm = 24.8494 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297594.1678178 Edm = 24.4163 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297552.1956013 Edm = 54.6924 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297494.4757547 Edm = 13.685 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297477.4748869 Edm = 1.00944 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297476.8508346 Edm = 0.0404138 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297476.7075602 Edm = 0.119372 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297460.9869831 Edm = 12.349 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297413.0775223 Edm = 1.07648 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297411.8612386 Edm = 0.1008 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297411.7130037 Edm = 0.0115433 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297411.6025384 Edm = 0.0845541 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297399.4256411 Edm = 10.9642 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297359.2550691 Edm = 5.08272 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297354.6703246 Edm = 0.209984 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297354.4612118 Edm = 0.0185907 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297354.4263424 Edm = 0.0106683 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297353.1931727 Edm = 1.55351 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297353.1390089 Edm = 0.0428345 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297345.0784909 Edm = 7.31673 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297292.4444231 Edm = 2.9275 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297289.8330662 Edm = 0.42199 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297289.5698625 Edm = 0.00730511 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297289.5600507 Edm = 0.00101443 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297289.5544584 Edm = 0.00355452 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297289.5403073 Edm = 0.0103674 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297289.3487832 Edm = 0.186749 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297281.3398749 Edm = 4.01467 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297274.5549595 Edm = 0.0673 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297274.492739 Edm = 0.0036398 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297274.4888988 Edm = 0.000382759 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297274.4878117 Edm = 0.000762139 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297274.4573192 Edm = 0.0292511 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297271.9529637 Edm = 1.49348 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297269.5247385 Edm = 0.325345 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297269.1928428 Edm = 0.0353519 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297269.1506194 Edm = 0.00996701 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297269.1411582 Edm = 0.00168928 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297269.1394128 Edm = 0.000313395 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297269.1376221 Edm = 0.0017312 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297268.9863868 Edm = 0.147465 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297264.0244222 Edm = 1.20556 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297262.6999272 Edm = 0.075868 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297262.6394983 Edm = 0.00403276 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297262.6353142 Edm = 0.000249282 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297262.6344593 Edm = 0.000609698 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297262.6014225 Edm = 0.0324989 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297261.5559795 Edm = 0.599259 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297260.907075 Edm = 0.0994091 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297260.7906693 Edm = 0.00415802 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297260.7858514 Edm = 5.24181e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297260.7858514 Edm = 23.3406 NCalls = 704 -VariableMetric: Iteration # 69 - FCN = 297260.7858514 Edm = 23.3406 NCalls = 704 -VariableMetric: Iteration # 70 - FCN = 297258.8949939 Edm = 2.56408 NCalls = 706 -VariableMetric: Iteration # 71 - FCN = 297258.6994576 Edm = 3.17453 NCalls = 708 -VariableMetric: Iteration # 72 - FCN = 297257.2893441 Edm = 0.939538 NCalls = 715 -VariableMetric: Iteration # 73 - FCN = 297257.2377768 Edm = 3.7942 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297256.8158288 Edm = 2.08097 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297255.6128007 Edm = 1.47496 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297255.3754608 Edm = 0.5146 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297254.9531991 Edm = 0.177546 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297254.7621533 Edm = 0.173477 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297254.6973636 Edm = 0.107369 NCalls = 728 -VariableMetric: Iteration # 80 - FCN = 297254.6064775 Edm = 0.0652843 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297254.5457181 Edm = 0.0238665 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297254.5249823 Edm = 0.0182623 NCalls = 735 -VariableMetric: Iteration # 83 - FCN = 297254.5149217 Edm = 0.00728939 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297254.5089166 Edm = 0.00696955 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297254.4980589 Edm = 0.0101391 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297254.4637417 Edm = 0.0357451 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297254.43155 Edm = 0.028622 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297254.3581072 Edm = 0.0869267 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297254.3028229 Edm = 0.094586 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297254.1857022 Edm = 0.169794 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297253.970913 Edm = 0.583068 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297253.9028709 Edm = 0.172241 NCalls = 770 -VariableMetric: Iteration # 93 - FCN = 297253.6844375 Edm = 0.344293 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297253.2122464 Edm = 0.422014 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297252.9126822 Edm = 0.276048 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297252.709523 Edm = 0.433521 NCalls = 781 -VariableMetric: Iteration # 97 - FCN = 297252.4266744 Edm = 0.242369 NCalls = 783 -VariableMetric: Iteration # 98 - FCN = 297251.6775377 Edm = 0.547037 NCalls = 789 -VariableMetric: Iteration # 99 - FCN = 297251.5559137 Edm = 0.377914 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297251.4130786 Edm = 0.539678 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297251.030422 Edm = 0.222929 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297250.8531584 Edm = 0.051575 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297250.7677691 Edm = 0.0746105 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297250.4138228 Edm = 0.384693 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297249.728928 Edm = 0.432881 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297248.2752876 Edm = 0.89807 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297247.5230877 Edm = 9.58977 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297247.1890323 Edm = 0.366194 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297246.9485925 Edm = 0.174124 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297246.8013815 Edm = 0.102321 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297246.6573618 Edm = 0.0584122 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297246.5293486 Edm = 0.0788366 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297246.1100088 Edm = 0.278243 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297245.6693539 Edm = 0.179989 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297245.4872702 Edm = 0.0350078 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297245.4408481 Edm = 0.021602 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297245.4190278 Edm = 0.0142461 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297245.4094508 Edm = 0.00204232 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297245.4074448 Edm = 0.00014073 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297245.4073219 Edm = 2.45576e-05 NCalls = 842 -VariableMetric: After Hessian - FCN = 297245.4073219 Edm = 3.02584e-05 NCalls = 1333 -VariableMetric: Iteration # 121 - FCN = 297245.4073219 Edm = 3.02584e-05 NCalls = 1333 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312011.6315556 Edm = 34.1628 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312011.6315556 Edm = 34.1628 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300676.474282 Edm = 25.1395 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300626.2291249 Edm = 8.52903 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300580.1479738 Edm = 61.2354 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300278.2754737 Edm = 16.4724 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300262.2829606 Edm = 2.63531 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300260.1298661 Edm = 1.10918 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 300165.1355346 Edm = 105.133 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 300161.7201047 Edm = 2.85118 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 299838.0890396 Edm = 279.582 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298146.5491939 Edm = 364.255 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298105.9226777 Edm = 157.152 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297704.1423839 Edm = 1.33782 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297703.5886652 Edm = 0.119959 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297703.4573736 Edm = 0.0586167 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297694.3253556 Edm = 0.706969 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297692.7408636 Edm = 0.0999065 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297692.5736377 Edm = 0.169237 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297692.1482023 Edm = 0.441293 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297687.3012224 Edm = 0.624162 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297686.7489763 Edm = 0.410493 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297686.34888 Edm = 0.296959 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297685.4139888 Edm = 0.818861 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297684.6967947 Edm = 0.366819 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297684.3231353 Edm = 0.0771607 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297684.17418 Edm = 0.102762 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297683.311879 Edm = 0.991072 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297679.0094715 Edm = 4.75772 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297652.9831028 Edm = 97.1751 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297622.27837 Edm = 22.9273 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297615.2081346 Edm = 25.8138 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297600.73888 Edm = 9.49289 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297598.1707618 Edm = 0.239242 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297597.7923811 Edm = 0.261779 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297596.6979481 Edm = 0.0881637 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297596.58153 Edm = 0.072283 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297596.4510128 Edm = 0.119933 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297594.7616832 Edm = 0.913627 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297593.853323 Edm = 0.911077 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297592.614048 Edm = 0.469804 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297590.2446993 Edm = 1.27412 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297584.4183723 Edm = 4.70449 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297583.5787508 Edm = 2.33837 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297580.6129407 Edm = 1.27873 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297579.904957 Edm = 0.0570159 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297579.8105941 Edm = 0.0266789 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297579.6164457 Edm = 0.189355 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297578.7741873 Edm = 0.442483 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297577.6901977 Edm = 0.460363 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297577.478098 Edm = 0.117351 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297575.5957183 Edm = 1.26821 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297553.0442252 Edm = 2.87282 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297544.0519883 Edm = 1.71894 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297542.5407422 Edm = 0.842883 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297541.6996708 Edm = 0.314966 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297541.2867642 Edm = 0.200142 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297540.9580407 Edm = 0.0534652 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297540.9067708 Edm = 0.0185935 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297540.8793735 Edm = 0.00635395 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297540.8576908 Edm = 0.0160824 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297540.8007575 Edm = 0.0264829 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297540.7458237 Edm = 0.0098933 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297540.7275835 Edm = 0.00621274 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297540.7119682 Edm = 0.0131949 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297540.6648787 Edm = 0.055186 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297540.5778317 Edm = 0.07143 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297538.0112378 Edm = 4.67758 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297537.8315082 Edm = 0.266502 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297536.4615553 Edm = 1.57057 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297533.4178489 Edm = 5.33439 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297533.272939 Edm = 0.203365 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297529.8121703 Edm = 9.94155 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297529.3868497 Edm = 1.08148 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297527.2424075 Edm = 3.42726 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297521.9137641 Edm = 1.77876 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297518.3147334 Edm = 1.34852 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297516.9807134 Edm = 0.766337 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297514.6242145 Edm = 1.11635 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297508.9855962 Edm = 1.9407 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297504.6924409 Edm = 0.265934 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297504.4113319 Edm = 0.0168873 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297504.3977997 Edm = 0.0119529 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297504.3744446 Edm = 0.0101907 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297504.3219896 Edm = 0.0252023 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297503.9942044 Edm = 0.148497 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297499.6394052 Edm = 3.48529 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297461.9729986 Edm = 21.2869 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 297439.7014993 Edm = 1.24217 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297438.176046 Edm = 0.0908326 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297438.0701872 Edm = 0.0170297 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297438.0488592 Edm = 0.00163377 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297438.0462505 Edm = 0.000732102 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297438.0372653 Edm = 0.00497903 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297438.0009364 Edm = 0.0275 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297437.6970413 Edm = 0.216166 NCalls = 316 -VariableMetric: Iteration # 95 - FCN = 297436.0702159 Edm = 1.39156 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297433.4456925 Edm = 1.8105 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297429.1979067 Edm = 2.17295 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297426.5338993 Edm = 1.41677 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297425.6278957 Edm = 0.114859 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297425.4837739 Edm = 0.0406927 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297425.4658627 Edm = 0.00286727 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297425.4624083 Edm = 0.000267385 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297425.4618565 Edm = 0.000251812 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297425.4596964 Edm = 0.00181322 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297425.3936031 Edm = 0.0466934 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297425.0029936 Edm = 0.177475 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297423.6140355 Edm = 0.245436 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297423.3817813 Edm = 0.0575824 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297423.3285884 Edm = 0.0070244 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297423.3194329 Edm = 0.000971815 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297423.3182624 Edm = 5.17737e-05 NCalls = 361 -VariableMetric: After Hessian - FCN = 297423.3182624 Edm = 8.44218 NCalls = 842 -VariableMetric: Iteration # 112 - FCN = 297423.3182624 Edm = 8.44218 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297421.3424969 Edm = 3.29082 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297416.8174249 Edm = 35.7252 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297416.8084886 Edm = 968.326 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297416.7929078 Edm = 471.531 NCalls = 861 -VariableMetric: Iteration # 117 - FCN = 297416.7393008 Edm = 1345.02 NCalls = 865 -VariableMetric: Iteration # 118 - FCN = 297416.6981941 Edm = 52.8663 NCalls = 869 -VariableMetric: Iteration # 119 - FCN = 297416.6618334 Edm = 74.6395 NCalls = 873 -VariableMetric: Iteration # 120 - FCN = 297416.5501567 Edm = 52.0028 NCalls = 876 -VariableMetric: Iteration # 121 - FCN = 297416.4183337 Edm = 35.9454 NCalls = 879 -VariableMetric: Iteration # 122 - FCN = 297416.3099137 Edm = 114.236 NCalls = 882 -VariableMetric: Iteration # 123 - FCN = 297415.9449156 Edm = 1061.26 NCalls = 884 -VariableMetric: Iteration # 124 - FCN = 297414.9736272 Edm = 178.741 NCalls = 886 -VariableMetric: Iteration # 125 - FCN = 297414.8400495 Edm = 20.6383 NCalls = 889 -VariableMetric: Iteration # 126 - FCN = 297414.816427 Edm = 50.6134 NCalls = 891 -VariableMetric: Iteration # 127 - FCN = 297414.6780868 Edm = 11.6716 NCalls = 894 -VariableMetric: Iteration # 128 - FCN = 297414.5505644 Edm = 3.73182 NCalls = 896 -VariableMetric: Iteration # 129 - FCN = 297414.4724123 Edm = 3.68624 NCalls = 898 -VariableMetric: Iteration # 130 - FCN = 297414.3247312 Edm = 1.78184 NCalls = 900 -VariableMetric: Iteration # 131 - FCN = 297414.1564463 Edm = 1.35476 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297413.9792848 Edm = 1.49129 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297413.8484282 Edm = 0.362434 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297413.8206606 Edm = 0.425527 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297413.7789727 Edm = 0.030479 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297413.7609759 Edm = 0.0244853 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297413.7538995 Edm = 0.00263936 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297413.7526297 Edm = 0.00210027 NCalls = 916 -VariableMetric: Iteration # 139 - FCN = 297413.7519364 Edm = 0.000157671 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297413.7516889 Edm = 6.02368e-05 NCalls = 920 -VariableMetric: After Hessian - FCN = 297413.7516889 Edm = 0.000513496 NCalls = 1419 -VariableMetric: Iteration # 141 - FCN = 297413.7516889 Edm = 0.000513496 NCalls = 1419 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300094.4682684 Edm = 23.1225 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300094.4682684 Edm = 23.1225 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298343.2824466 Edm = 1.32776 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298339.3620352 Edm = 1.50996 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298160.4624097 Edm = 173.277 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297647.347461 Edm = 0.187531 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297646.4348848 Edm = 0.47965 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297515.0882211 Edm = 26.2819 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297437.3497374 Edm = 11.4317 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297426.9873095 Edm = 0.454569 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297426.4944959 Edm = 0.132597 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297423.3096733 Edm = 2.98361 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297355.17767 Edm = 0.171717 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297354.9112995 Edm = 0.0309702 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297354.8193899 Edm = 0.055205 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297352.6624746 Edm = 2.28882 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297301.3926791 Edm = 19.0262 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297260.7069327 Edm = 1.76182 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297259.1387038 Edm = 0.0897311 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297259.0718492 Edm = 0.0136774 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297258.8738341 Edm = 0.202145 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297242.2908911 Edm = 3.32352 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297214.911486 Edm = 2.75575 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297210.2378489 Edm = 0.579378 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297209.0449996 Edm = 0.0444095 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297208.9930182 Edm = 0.00625258 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297208.9712716 Edm = 0.0241808 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297208.4032721 Edm = 0.549989 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297167.2290535 Edm = 12.4675 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297155.4126442 Edm = 3.36943 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297152.2023287 Edm = 0.492378 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297151.6301078 Edm = 0.134811 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297151.4525428 Edm = 0.0466 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297151.4174986 Edm = 0.00230554 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297151.4145406 Edm = 0.00085672 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297151.4072805 Edm = 0.00746341 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297150.5446288 Edm = 0.235205 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297146.598821 Edm = 1.42894 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297143.5241001 Edm = 1.59568 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297142.7547252 Edm = 0.208059 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297142.3049511 Edm = 0.147343 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297142.1432877 Edm = 0.0171491 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297142.1215995 Edm = 0.000846471 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297142.1205033 Edm = 0.000258969 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297142.1189824 Edm = 0.00194949 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297141.9968618 Edm = 0.0905973 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297140.2591836 Edm = 1.16933 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297138.385678 Edm = 0.317516 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297138.0790964 Edm = 0.0239468 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297138.0502265 Edm = 0.00643978 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297138.0449328 Edm = 0.000584442 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297138.0441629 Edm = 0.000141142 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297138.043037 Edm = 0.000984446 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297137.9728154 Edm = 0.0723224 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297137.9177463 Edm = 0.0534654 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297136.1250234 Edm = 0.0460497 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297136.0839664 Edm = 0.0022299 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297136.0805992 Edm = 0.000221173 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297136.080321 Edm = 8.97431e-05 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297136.0797848 Edm = 0.000514047 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297136.0555242 Edm = 0.0228651 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297136.0552946 Edm = 0.000108832 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297135.8656183 Edm = 0.0217784 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297134.8751491 Edm = 0.40724 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297134.2988344 Edm = 0.0890143 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297134.2256572 Edm = 0.00475863 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297134.2203777 Edm = 0.000212202 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297134.2200021 Edm = 0.000179079 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297134.2164795 Edm = 0.00367166 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297134.1355228 Edm = 0.0793256 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297134.135083 Edm = 0.000278753 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297134.0426087 Edm = 0.0768116 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297132.5297082 Edm = 0.390033 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297131.8062895 Edm = 0.11629 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297131.650182 Edm = 0.127396 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297131.5589683 Edm = 0.0282825 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297131.5317656 Edm = 0.00385398 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297131.52852 Edm = 0.000416816 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297131.5279547 Edm = 0.000207334 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297131.5239119 Edm = 0.00353687 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297131.3744069 Edm = 0.0907249 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297130.391958 Edm = 0.464665 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297129.2299452 Edm = 0.192953 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297129.0332605 Edm = 0.0722815 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297128.949207 Edm = 0.0127659 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297128.9354957 Edm = 0.00131742 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297128.9347984 Edm = 0.000298634 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297128.9344624 Edm = 0.000100764 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297128.9336481 Edm = 0.000855157 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297128.8602319 Edm = 0.0592044 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297128.8588105 Edm = 6.98763e-05 NCalls = 291 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312446.4196421 Edm = 51.9283 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312446.4196421 Edm = 51.9283 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298719.8002771 Edm = 3.74507 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298617.4503454 Edm = 8.21358 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298612.604523 Edm = 2.5389 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297323.5211169 Edm = 68.1462 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 297244.4845983 Edm = 0.0661885 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297244.2191377 Edm = 0.329654 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297240.2000006 Edm = 8.12999 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297239.4352449 Edm = 0.709126 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297228.700793 Edm = 8.47751 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297177.3988411 Edm = 5.91292 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297172.2772049 Edm = 0.0576432 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297172.1127423 Edm = 0.117918 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297154.6988289 Edm = 13.1546 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297091.5846891 Edm = 8.07474 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297075.2678222 Edm = 6.08647 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297069.6121291 Edm = 0.919972 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297068.4024866 Edm = 0.10531 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297068.2355015 Edm = 0.0332956 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297066.9119691 Edm = 0.991046 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297061.1640222 Edm = 1.79071 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297060.0001323 Edm = 0.411613 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297059.2264083 Edm = 0.36059 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297058.1340052 Edm = 2.04055 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297056.0456755 Edm = 1.35288 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297055.4718517 Edm = 1.43764 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297054.0771924 Edm = 0.118573 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297053.8579192 Edm = 0.00612093 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297053.807202 Edm = 0.0444041 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297052.9000026 Edm = 0.68701 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297046.2897487 Edm = 29.1938 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297041.5948309 Edm = 20.9058 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297022.1111639 Edm = 8.29823 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297008.1017259 Edm = 1.53082 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297007.4639603 Edm = 0.256599 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297007.2679622 Edm = 0.130121 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297006.6131348 Edm = 0.499091 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297005.3964338 Edm = 0.238693 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297004.9307184 Edm = 0.181766 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297004.7342251 Edm = 0.215604 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297004.3841997 Edm = 0.0718819 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297004.1790372 Edm = 0.0327794 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297004.1619479 Edm = 0.0223224 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297004.134946 Edm = 0.00817907 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297004.0495346 Edm = 0.0428877 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297003.8301618 Edm = 0.269827 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297002.9458922 Edm = 1.03443 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297002.6010742 Edm = 0.735379 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 296998.5767388 Edm = 4.04949 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 296998.2633873 Edm = 0.247396 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 296996.1593961 Edm = 1.45872 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 296995.9052868 Edm = 1.81856 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 296989.5492351 Edm = 6.10663 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 296984.4486435 Edm = 5.06135 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 296982.0109283 Edm = 2.54863 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 296975.6491524 Edm = 1.31736 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 296975.1645321 Edm = 0.0687215 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 296975.1086339 Edm = 0.00589055 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 296975.1030504 Edm = 0.00551656 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 296975.0027525 Edm = 0.0906073 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 296974.6560061 Edm = 0.00975605 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 296974.6458691 Edm = 0.00196541 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 296974.5552335 Edm = 0.0974064 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 296972.4064089 Edm = 0.968406 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 296960.5871751 Edm = 1.95768 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 296957.3589192 Edm = 1.00793 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 296955.1730033 Edm = 0.480622 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 296954.4700326 Edm = 0.108558 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 296954.3611265 Edm = 0.0410719 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 296954.3301252 Edm = 0.00148739 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 296954.327777 Edm = 0.000781761 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 296954.3141695 Edm = 0.0106126 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 296954.2324448 Edm = 0.0455829 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 296953.4644962 Edm = 0.642283 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 296949.9701533 Edm = 0.456287 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 296949.6102898 Edm = 0.052566 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 296949.5562759 Edm = 0.00144991 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 296949.5544476 Edm = 0.000391791 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 296949.5501391 Edm = 0.00431688 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 296949.4412212 Edm = 0.109159 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 296947.9322614 Edm = 0.759948 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 296946.2589473 Edm = 0.0827764 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 296946.1747874 Edm = 0.00187263 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 296946.1727396 Edm = 0.000161489 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 296946.1724401 Edm = 0.000123847 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 296946.1688529 Edm = 0.00340882 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 296945.3960439 Edm = 0.669279 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 296942.7929149 Edm = 0.239073 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 296942.5086243 Edm = 0.0243039 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 296942.4809034 Edm = 0.00258769 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 296942.4780778 Edm = 0.000113098 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 296942.477946 Edm = 6.11952e-05 NCalls = 307 -VariableMetric: After Hessian - FCN = 296942.477946 Edm = 2.87567 NCalls = 784 -VariableMetric: Iteration # 92 - FCN = 296942.477946 Edm = 2.87567 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 296941.459216 Edm = 1.74495 NCalls = 786 -VariableMetric: Iteration # 94 - FCN = 296940.2649949 Edm = 2.06637 NCalls = 788 -VariableMetric: Iteration # 95 - FCN = 296940.0415808 Edm = 0.452201 NCalls = 793 -VariableMetric: Iteration # 96 - FCN = 296939.6974362 Edm = 0.477034 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 296939.6338849 Edm = 0.166583 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 296939.513317 Edm = 0.103301 NCalls = 799 -VariableMetric: Iteration # 99 - FCN = 296939.4092623 Edm = 0.0972828 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 296939.2750538 Edm = 0.135091 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 296939.2340822 Edm = 0.0587024 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 296939.1629972 Edm = 0.0673379 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 296939.115327 Edm = 0.0313352 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 296939.0636906 Edm = 0.0315019 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 296939.0198969 Edm = 0.0278407 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 296938.9623267 Edm = 0.050307 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 296938.8978485 Edm = 0.0465259 NCalls = 826 -VariableMetric: Iteration # 108 - FCN = 296938.8750654 Edm = 0.015615 NCalls = 829 -VariableMetric: Iteration # 109 - FCN = 296938.8505751 Edm = 0.00602748 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 296938.8331298 Edm = 0.008792 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 296938.8222771 Edm = 0.0146162 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 296938.8099483 Edm = 0.00322994 NCalls = 838 -VariableMetric: Iteration # 113 - FCN = 296938.7994318 Edm = 0.00492829 NCalls = 840 -VariableMetric: Iteration # 114 - FCN = 296938.7930089 Edm = 0.00683656 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 296938.7865608 Edm = 0.00327879 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 296938.7769293 Edm = 0.00258239 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 296938.7696826 Edm = 0.00222831 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 296938.7648735 Edm = 0.00179305 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 296938.7608359 Edm = 0.00310046 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 296938.7570784 Edm = 0.00298373 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 296938.750716 Edm = 0.0022383 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 296938.7460229 Edm = 0.00194104 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 296938.7406453 Edm = 0.00331737 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 296938.7329408 Edm = 0.00295112 NCalls = 866 -VariableMetric: Iteration # 125 - FCN = 296938.729627 Edm = 0.000810595 NCalls = 868 -VariableMetric: Iteration # 126 - FCN = 296938.7287888 Edm = 0.000197164 NCalls = 870 -VariableMetric: Iteration # 127 - FCN = 296938.728533 Edm = 5.32712e-05 NCalls = 872 -VariableMetric: After Hessian - FCN = 296938.728533 Edm = 0.00405962 NCalls = 1357 -VariableMetric: Iteration # 128 - FCN = 296938.728533 Edm = 0.00405962 NCalls = 1357 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311406.6731226 Edm = 33.7699 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311406.6731226 Edm = 33.7699 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303139.7562694 Edm = 11.8276 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303039.3487983 Edm = 38.8158 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302871.1358132 Edm = 189.04 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299414.4137263 Edm = 38.4774 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299363.116967 Edm = 21.4458 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299216.2189608 Edm = 12.6692 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299199.0482139 Edm = 1.21301 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298638.8312846 Edm = 822.841 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298625.3520865 Edm = 10.7416 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298504.8425863 Edm = 89.5963 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298190.7036396 Edm = 191.796 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297956.1267598 Edm = 50.2568 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297902.3398198 Edm = 3.3727 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297897.1876357 Edm = 0.603257 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297895.4346694 Edm = 0.648093 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297833.7562648 Edm = 39.4799 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297792.6280329 Edm = 101.531 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297786.8384073 Edm = 5.15281 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297744.6512093 Edm = 12.8121 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297730.3701281 Edm = 1.03791 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297728.6623977 Edm = 0.287063 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297715.8107344 Edm = 11.5782 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297540.5024911 Edm = 19.6797 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297532.1095356 Edm = 5.60565 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297526.548912 Edm = 0.329653 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297526.0750183 Edm = 0.139142 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297517.9207798 Edm = 0.802673 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297517.7565392 Edm = 0.528827 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297517.1251782 Edm = 0.0519257 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297516.9125084 Edm = 0.0267412 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297516.8590363 Edm = 0.0199552 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297516.5898532 Edm = 0.284169 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297515.3233319 Edm = 1.32172 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297515.1246997 Edm = 0.39043 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297508.3426127 Edm = 1.04041 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297508.2832398 Edm = 0.106977 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297507.7741319 Edm = 0.730241 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297505.8741043 Edm = 0.196144 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297503.9607567 Edm = 9.62812 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297494.9075478 Edm = 3.85183 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297491.0166572 Edm = 0.988837 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297490.860091 Edm = 0.1065 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297490.6132087 Edm = 0.197711 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297489.2154731 Edm = 0.776614 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297488.537386 Edm = 0.175117 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297487.9591418 Edm = 0.280577 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297487.6273538 Edm = 0.481113 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297487.0661942 Edm = 1.15189 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297485.8321807 Edm = 1.48793 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297483.4087511 Edm = 8.91407 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297478.7343855 Edm = 4.21516 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297478.4120719 Edm = 0.535297 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297471.8883792 Edm = 3.23901 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297468.8658496 Edm = 6.55423 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297464.2137881 Edm = 0.423784 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297463.1260545 Edm = 0.66049 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297461.9792871 Edm = 0.954059 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297460.51174 Edm = 0.39659 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297459.2485421 Edm = 0.461869 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297458.1111455 Edm = 1.10923 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297457.6372066 Edm = 1.53535 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297455.848537 Edm = 2.36239 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297452.2538707 Edm = 11.3405 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297434.0433592 Edm = 2.02685 NCalls = 238 -VariableMetric: Iteration # 65 - FCN = 297432.3589453 Edm = 6.51098 NCalls = 240 -VariableMetric: Iteration # 66 - FCN = 297430.043462 Edm = 0.293747 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297428.3916657 Edm = 0.868635 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297425.1731835 Edm = 0.981165 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297424.2312614 Edm = 0.915246 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297422.8110222 Edm = 0.317463 NCalls = 254 -VariableMetric: Iteration # 71 - FCN = 297421.7880841 Edm = 2.8675 NCalls = 260 -VariableMetric: Iteration # 72 - FCN = 297420.3183666 Edm = 3.68533 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297418.1665861 Edm = 3.77575 NCalls = 266 -VariableMetric: Iteration # 74 - FCN = 297397.3981691 Edm = 2.47857 NCalls = 275 -VariableMetric: Iteration # 75 - FCN = 297396.9287689 Edm = 2.92658 NCalls = 278 -VariableMetric: Iteration # 76 - FCN = 297395.691806 Edm = 0.0956319 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297395.2634542 Edm = 0.261059 NCalls = 282 -VariableMetric: Iteration # 78 - FCN = 297394.6073081 Edm = 0.281252 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297394.2341143 Edm = 0.0985988 NCalls = 287 -VariableMetric: Iteration # 80 - FCN = 297393.4819473 Edm = 0.634608 NCalls = 290 -VariableMetric: Iteration # 81 - FCN = 297386.7181373 Edm = 1.78889 NCalls = 294 -VariableMetric: Iteration # 82 - FCN = 297383.4366541 Edm = 2.6218 NCalls = 298 -VariableMetric: Iteration # 83 - FCN = 297383.0380439 Edm = 0.816384 NCalls = 300 -VariableMetric: Iteration # 84 - FCN = 297381.3255505 Edm = 1.51738 NCalls = 303 -VariableMetric: Iteration # 85 - FCN = 297380.2218206 Edm = 0.975516 NCalls = 306 -VariableMetric: Iteration # 86 - FCN = 297378.9667986 Edm = 0.373059 NCalls = 308 -VariableMetric: Iteration # 87 - FCN = 297376.6963725 Edm = 0.318137 NCalls = 311 -VariableMetric: Iteration # 88 - FCN = 297376.5001136 Edm = 0.238679 NCalls = 313 -VariableMetric: Iteration # 89 - FCN = 297376.3381194 Edm = 0.0271056 NCalls = 315 -VariableMetric: Iteration # 90 - FCN = 297376.2443257 Edm = 0.022158 NCalls = 317 -VariableMetric: Iteration # 91 - FCN = 297376.1318421 Edm = 0.0888285 NCalls = 319 -VariableMetric: Iteration # 92 - FCN = 297375.5219465 Edm = 0.703522 NCalls = 324 -VariableMetric: Iteration # 93 - FCN = 297372.2365992 Edm = 7.059 NCalls = 331 -VariableMetric: Iteration # 94 - FCN = 297370.7104882 Edm = 2.46718 NCalls = 336 -VariableMetric: Iteration # 95 - FCN = 297370.4108618 Edm = 0.28562 NCalls = 339 -VariableMetric: Iteration # 96 - FCN = 297350.4479126 Edm = 9.41035 NCalls = 346 -VariableMetric: Iteration # 97 - FCN = 297305.2025487 Edm = 17.4846 NCalls = 350 -VariableMetric: Iteration # 98 - FCN = 297287.775987 Edm = 4.89892 NCalls = 351 -VariableMetric: Iteration # 99 - FCN = 297284.6706264 Edm = 0.605836 NCalls = 352 -VariableMetric: Iteration # 100 - FCN = 297284.2093021 Edm = 0.0301172 NCalls = 354 -VariableMetric: Iteration # 101 - FCN = 297284.1739111 Edm = 0.00553671 NCalls = 356 -VariableMetric: Iteration # 102 - FCN = 297284.1155481 Edm = 0.0394114 NCalls = 359 -VariableMetric: Iteration # 103 - FCN = 297283.8205084 Edm = 0.21018 NCalls = 364 -VariableMetric: Iteration # 104 - FCN = 297283.5404053 Edm = 0.20167 NCalls = 367 -VariableMetric: Iteration # 105 - FCN = 297283.4149849 Edm = 0.0623839 NCalls = 369 -VariableMetric: Iteration # 106 - FCN = 297283.3559888 Edm = 0.00407674 NCalls = 371 -VariableMetric: Iteration # 107 - FCN = 297283.3428561 Edm = 0.00937526 NCalls = 373 -VariableMetric: Iteration # 108 - FCN = 297283.2358012 Edm = 0.0979489 NCalls = 377 -VariableMetric: Iteration # 109 - FCN = 297278.6173359 Edm = 1.99323 NCalls = 382 -VariableMetric: Iteration # 110 - FCN = 297267.7395739 Edm = 1.77019 NCalls = 386 -VariableMetric: Iteration # 111 - FCN = 297264.1657173 Edm = 5.03865 NCalls = 389 -VariableMetric: Iteration # 112 - FCN = 297261.2403621 Edm = 1.26621 NCalls = 392 -VariableMetric: Iteration # 113 - FCN = 297260.3245885 Edm = 0.33956 NCalls = 394 -VariableMetric: Iteration # 114 - FCN = 297260.138747 Edm = 0.0955091 NCalls = 396 -VariableMetric: Iteration # 115 - FCN = 297260.0695384 Edm = 0.0414147 NCalls = 397 -VariableMetric: Iteration # 116 - FCN = 297259.9711631 Edm = 0.0199748 NCalls = 399 -VariableMetric: Iteration # 117 - FCN = 297259.9544931 Edm = 0.00105021 NCalls = 401 -VariableMetric: Iteration # 118 - FCN = 297259.9529022 Edm = 0.000543351 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297259.9416316 Edm = 0.0104394 NCalls = 407 -VariableMetric: Iteration # 120 - FCN = 297258.4960644 Edm = 1.07509 NCalls = 412 -VariableMetric: Iteration # 121 - FCN = 297250.3709821 Edm = 2.83909 NCalls = 416 -VariableMetric: Iteration # 122 - FCN = 297247.8741939 Edm = 0.737042 NCalls = 418 -VariableMetric: Iteration # 123 - FCN = 297247.1041417 Edm = 0.140453 NCalls = 420 -VariableMetric: Iteration # 124 - FCN = 297246.9648232 Edm = 0.0377101 NCalls = 421 -VariableMetric: Iteration # 125 - FCN = 297246.9147606 Edm = 0.00333268 NCalls = 423 -VariableMetric: Iteration # 126 - FCN = 297246.9106385 Edm = 0.00063501 NCalls = 425 -VariableMetric: Iteration # 127 - FCN = 297246.9094936 Edm = 0.000592558 NCalls = 427 -VariableMetric: Iteration # 128 - FCN = 297246.9035944 Edm = 0.00596433 NCalls = 431 -VariableMetric: Iteration # 129 - FCN = 297246.5665492 Edm = 0.167427 NCalls = 438 -VariableMetric: Iteration # 130 - FCN = 297244.7767764 Edm = 3.63416 NCalls = 442 -VariableMetric: Iteration # 131 - FCN = 297244.0461109 Edm = 2.36595 NCalls = 445 -VariableMetric: Iteration # 132 - FCN = 297240.3317701 Edm = 1.75548 NCalls = 449 -VariableMetric: Iteration # 133 - FCN = 297238.8392113 Edm = 0.439677 NCalls = 451 -VariableMetric: Iteration # 134 - FCN = 297238.371173 Edm = 0.0637609 NCalls = 453 -VariableMetric: Iteration # 135 - FCN = 297238.1145405 Edm = 0.369161 NCalls = 456 -VariableMetric: Iteration # 136 - FCN = 297237.6118551 Edm = 0.795238 NCalls = 461 -VariableMetric: Iteration # 137 - FCN = 297237.3404259 Edm = 0.678828 NCalls = 463 -VariableMetric: Iteration # 138 - FCN = 297235.9785233 Edm = 1.17553 NCalls = 467 -VariableMetric: Iteration # 139 - FCN = 297232.1201138 Edm = 0.670922 NCalls = 472 -VariableMetric: Iteration # 140 - FCN = 297231.5686072 Edm = 0.245763 NCalls = 474 -VariableMetric: Iteration # 141 - FCN = 297231.4315721 Edm = 0.145473 NCalls = 476 -VariableMetric: Iteration # 142 - FCN = 297231.3059601 Edm = 0.020724 NCalls = 478 -VariableMetric: Iteration # 143 - FCN = 297231.276331 Edm = 0.00274708 NCalls = 480 -VariableMetric: Iteration # 144 - FCN = 297231.2685809 Edm = 0.00562976 NCalls = 482 -VariableMetric: Iteration # 145 - FCN = 297231.2492983 Edm = 0.0107626 NCalls = 486 -VariableMetric: Iteration # 146 - FCN = 297231.2386297 Edm = 0.00134826 NCalls = 487 -VariableMetric: Iteration # 147 - FCN = 297231.2364135 Edm = 0.00104 NCalls = 489 -VariableMetric: Iteration # 148 - FCN = 297231.2270785 Edm = 0.00685255 NCalls = 493 -VariableMetric: Iteration # 149 - FCN = 297231.1839829 Edm = 0.0362817 NCalls = 496 -VariableMetric: Iteration # 150 - FCN = 297231.1309856 Edm = 0.109668 NCalls = 500 -VariableMetric: Iteration # 151 - FCN = 297230.611069 Edm = 0.621431 NCalls = 506 -VariableMetric: Iteration # 152 - FCN = 297230.3249518 Edm = 0.284946 NCalls = 511 -VariableMetric: Iteration # 153 - FCN = 297229.4934098 Edm = 1.27274 NCalls = 516 -VariableMetric: Iteration # 154 - FCN = 297229.4223338 Edm = 0.0807531 NCalls = 519 -VariableMetric: Iteration # 155 - FCN = 297229.2623548 Edm = 0.168504 NCalls = 523 -VariableMetric: Iteration # 156 - FCN = 297227.6082474 Edm = 1.46947 NCalls = 529 -VariableMetric: Iteration # 157 - FCN = 297220.8667365 Edm = 3.02298 NCalls = 532 -VariableMetric: Iteration # 158 - FCN = 297219.5697477 Edm = 1.83628 NCalls = 534 -VariableMetric: Iteration # 159 - FCN = 297219.0210903 Edm = 0.147309 NCalls = 536 -VariableMetric: Iteration # 160 - FCN = 297218.8947593 Edm = 0.0238267 NCalls = 537 -VariableMetric: Iteration # 161 - FCN = 297218.8739322 Edm = 0.00135757 NCalls = 539 -VariableMetric: Iteration # 162 - FCN = 297218.872402 Edm = 0.000243385 NCalls = 541 -VariableMetric: Iteration # 163 - FCN = 297218.8709562 Edm = 0.00123659 NCalls = 544 -VariableMetric: Iteration # 164 - FCN = 297218.8642006 Edm = 0.00194676 NCalls = 547 -VariableMetric: Iteration # 165 - FCN = 297218.8612259 Edm = 0.000598199 NCalls = 549 -VariableMetric: Iteration # 166 - FCN = 297218.8605139 Edm = 0.000209674 NCalls = 551 -VariableMetric: Iteration # 167 - FCN = 297218.8595782 Edm = 0.000863683 NCalls = 554 -VariableMetric: Iteration # 168 - FCN = 297218.8092526 Edm = 0.0492083 NCalls = 560 -VariableMetric: Iteration # 169 - FCN = 297217.0022043 Edm = 0.626656 NCalls = 566 -VariableMetric: Iteration # 170 - FCN = 297216.9172763 Edm = 0.469587 NCalls = 568 -VariableMetric: Iteration # 171 - FCN = 297216.4230127 Edm = 0.0537232 NCalls = 570 -VariableMetric: Iteration # 172 - FCN = 297216.3683124 Edm = 0.0103381 NCalls = 571 -VariableMetric: Iteration # 173 - FCN = 297216.3215044 Edm = 0.0246415 NCalls = 573 -VariableMetric: Iteration # 174 - FCN = 297216.2699357 Edm = 0.00908052 NCalls = 576 -VariableMetric: Iteration # 175 - FCN = 297216.2631497 Edm = 0.00101646 NCalls = 578 -VariableMetric: Iteration # 176 - FCN = 297216.2621077 Edm = 0.000186952 NCalls = 580 -VariableMetric: Iteration # 177 - FCN = 297216.261719 Edm = 0.000142292 NCalls = 582 -VariableMetric: Iteration # 178 - FCN = 297216.2609151 Edm = 0.000723978 NCalls = 585 -VariableMetric: Iteration # 179 - FCN = 297216.2453731 Edm = 0.013609 NCalls = 590 -VariableMetric: Iteration # 180 - FCN = 297215.8852589 Edm = 0.428726 NCalls = 595 -VariableMetric: Iteration # 181 - FCN = 297214.8487885 Edm = 0.960365 NCalls = 603 -VariableMetric: Iteration # 182 - FCN = 297214.6925748 Edm = 0.521733 NCalls = 605 -VariableMetric: Iteration # 183 - FCN = 297214.1011979 Edm = 0.359945 NCalls = 607 -VariableMetric: Iteration # 184 - FCN = 297213.7059331 Edm = 0.159116 NCalls = 610 -VariableMetric: Iteration # 185 - FCN = 297213.4341684 Edm = 0.0480885 NCalls = 613 -VariableMetric: Iteration # 186 - FCN = 297213.3880013 Edm = 0.0479948 NCalls = 615 -VariableMetric: Iteration # 187 - FCN = 297213.3520406 Edm = 0.0122797 NCalls = 617 -VariableMetric: Iteration # 188 - FCN = 297213.3312534 Edm = 0.00431162 NCalls = 619 -VariableMetric: Iteration # 189 - FCN = 297213.3262614 Edm = 0.000743849 NCalls = 621 -VariableMetric: Iteration # 190 - FCN = 297213.3255387 Edm = 0.000147571 NCalls = 622 -VariableMetric: Iteration # 191 - FCN = 297213.3254276 Edm = 2.85943e-05 NCalls = 623 -VariableMetric: After Hessian - FCN = 297213.3254276 Edm = 2.68526 NCalls = 1100 -VariableMetric: Iteration # 192 - FCN = 297213.3254276 Edm = 2.68526 NCalls = 1100 -VariableMetric: Iteration # 193 - FCN = 297211.7054914 Edm = 0.661774 NCalls = 1102 -VariableMetric: Iteration # 194 - FCN = 297211.0358054 Edm = 0.654926 NCalls = 1105 -VariableMetric: Iteration # 195 - FCN = 297210.9679646 Edm = 0.155976 NCalls = 1107 -VariableMetric: Iteration # 196 - FCN = 297210.8656704 Edm = 0.0468725 NCalls = 1110 -VariableMetric: Iteration # 197 - FCN = 297210.8291456 Edm = 0.0119972 NCalls = 1111 -VariableMetric: Iteration # 198 - FCN = 297210.8207701 Edm = 0.00253566 NCalls = 1112 -VariableMetric: Iteration # 199 - FCN = 297210.8170578 Edm = 0.00125875 NCalls = 1114 -VariableMetric: Iteration # 200 - FCN = 297210.815013 Edm = 0.000591883 NCalls = 1116 -VariableMetric: Iteration # 201 - FCN = 297210.8140985 Edm = 0.000385556 NCalls = 1118 -VariableMetric: Iteration # 202 - FCN = 297210.8134374 Edm = 0.0001993 NCalls = 1120 -VariableMetric: Iteration # 203 - FCN = 297210.8131439 Edm = 5.05352e-05 NCalls = 1122 -VariableMetric: After Hessian - FCN = 297210.8131439 Edm = 0.000190379 NCalls = 1603 -VariableMetric: Iteration # 204 - FCN = 297210.8131439 Edm = 0.000190379 NCalls = 1603 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307762.4871441 Edm = 11.5251 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307762.4871441 Edm = 11.5251 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301428.5992102 Edm = 3.00423 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301396.3577299 Edm = 2.14741 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301377.468442 Edm = 18.5719 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301132.1570885 Edm = 190.256 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 300400.919252 Edm = 18.4028 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300388.2707914 Edm = 0.642528 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 300387.2157261 Edm = 0.627472 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 299647.3369667 Edm = 81.2787 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 299647.3369667 Edm = 81.2787 NCalls = 47 -VariableMetric: After Hessian - FCN = 299647.3369667 Edm = 4.168e+08 NCalls = 516 -VariableMetric: Iteration # 10 - FCN = 299647.3369667 Edm = 4.168e+08 NCalls = 516 -VariableMetric: Iteration # 11 - FCN = 299647.3369667 Edm = 4.168e+08 NCalls = 527 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313892.0894477 Edm = 23.3933 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313892.0894477 Edm = 23.3933 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298004.6089924 Edm = 8.0783 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 297963.7104304 Edm = 2.74124 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 297957.1874247 Edm = 4.92689 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297807.5745139 Edm = 1.10984 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297803.8324998 Edm = 2.24028 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297778.5613351 Edm = 12.9671 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297646.7407924 Edm = 22.0845 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297618.8774241 Edm = 2.15474 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297616.8416245 Edm = 0.155851 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297615.9653074 Edm = 0.834441 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297533.549376 Edm = 52.682 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297365.067183 Edm = 41.5169 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297297.2234726 Edm = 5.76747 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297291.2447275 Edm = 0.234614 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297291.0226087 Edm = 0.0257586 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297290.9737954 Edm = 0.0220406 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297281.9424618 Edm = 6.85522 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297261.9738943 Edm = 4.10946 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297258.0485191 Edm = 0.406856 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297257.5607358 Edm = 0.220925 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297257.2516588 Edm = 0.0860244 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297257.1297675 Edm = 0.00936256 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297257.0857076 Edm = 0.0306744 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297240.6741027 Edm = 10.745 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297227.230376 Edm = 12.0118 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297223.620645 Edm = 0.391182 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297223.1134676 Edm = 0.0981432 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297222.838933 Edm = 0.0475302 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297222.7468716 Edm = 0.0114803 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297222.6851144 Edm = 0.0440379 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297215.9607959 Edm = 5.40039 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297192.8651099 Edm = 7.60089 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297187.6178703 Edm = 1.21721 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297186.4018462 Edm = 0.341256 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297185.3142647 Edm = 0.341416 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297184.8525192 Edm = 0.238136 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297184.6716328 Edm = 0.0222356 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297184.6126138 Edm = 0.00795721 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297184.6042641 Edm = 0.00161426 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297184.6019292 Edm = 0.000584507 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297184.5939942 Edm = 0.00753582 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297184.2619928 Edm = 0.330795 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297184.2579463 Edm = 0.00436453 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297184.1638971 Edm = 0.111255 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297184.0911637 Edm = 0.0702245 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297178.4281136 Edm = 0.825585 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297177.1867348 Edm = 0.15861 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297177.0189728 Edm = 0.00725067 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297177.0112339 Edm = 0.00113153 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297176.9947134 Edm = 0.00843479 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297176.9680435 Edm = 0.0101851 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297176.882808 Edm = 0.096271 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297176.816326 Edm = 0.0660958 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297176.5154885 Edm = 0.443119 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297176.246796 Edm = 0.166253 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297175.7360453 Edm = 0.424049 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297175.4507146 Edm = 0.39842 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297170.8782157 Edm = 2.45789 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297168.8784461 Edm = 0.468638 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297168.3922992 Edm = 0.077124 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297168.246474 Edm = 0.0163379 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297168.2215285 Edm = 0.0020214 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297168.2189567 Edm = 0.000628043 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297168.2142927 Edm = 0.00329051 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297168.1211062 Edm = 0.0782458 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297166.8075832 Edm = 1.13394 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297163.758713 Edm = 4.4383 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297162.2077689 Edm = 1.54457 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297161.2508877 Edm = 0.782835 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297157.8192378 Edm = 0.855761 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297157.0476637 Edm = 1.53282 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297156.2181348 Edm = 0.136378 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297155.7779866 Edm = 0.295937 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297155.215452 Edm = 0.131562 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297155.1073474 Edm = 0.0115292 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297155.0995261 Edm = 0.00370804 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297155.0968657 Edm = 0.00172584 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297155.0848478 Edm = 0.0105836 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297154.9382652 Edm = 0.158108 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297154.6811477 Edm = 0.220729 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297149.9536365 Edm = 1.9813 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297149.2621957 Edm = 0.28875 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297149.012855 Edm = 0.0219225 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297148.994777 Edm = 0.00117565 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297148.9937546 Edm = 0.000188687 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297148.9931992 Edm = 0.000371796 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297148.989062 Edm = 0.00378061 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297148.672498 Edm = 0.246721 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297147.8361347 Edm = 0.125445 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297147.6964294 Edm = 0.0037872 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297147.6932277 Edm = 7.62275e-05 NCalls = 304 -VariableMetric: After Hessian - FCN = 297147.6932277 Edm = 453.03 NCalls = 781 -VariableMetric: Iteration # 92 - FCN = 297147.6932277 Edm = 453.03 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297146.6974449 Edm = 288.063 NCalls = 787 -VariableMetric: Iteration # 94 - FCN = 297146.0634589 Edm = 1.66653 NCalls = 790 -VariableMetric: Iteration # 95 - FCN = 297144.4958638 Edm = 0.24784 NCalls = 796 -VariableMetric: Iteration # 96 - FCN = 297143.9052139 Edm = 0.273145 NCalls = 799 -VariableMetric: Iteration # 97 - FCN = 297143.3177959 Edm = 2.34 NCalls = 802 -VariableMetric: Iteration # 98 - FCN = 297142.3750708 Edm = 0.267836 NCalls = 805 -VariableMetric: Iteration # 99 - FCN = 297141.5998649 Edm = 0.156384 NCalls = 808 -VariableMetric: Iteration # 100 - FCN = 297141.1802159 Edm = 0.520006 NCalls = 811 -VariableMetric: Iteration # 101 - FCN = 297140.7232682 Edm = 0.128233 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297140.6205699 Edm = 0.121208 NCalls = 815 -VariableMetric: Iteration # 103 - FCN = 297140.3415239 Edm = 0.0538234 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297140.2804911 Edm = 0.0408328 NCalls = 820 -VariableMetric: Iteration # 105 - FCN = 297140.2228842 Edm = 0.0212932 NCalls = 822 -VariableMetric: Iteration # 106 - FCN = 297140.1784164 Edm = 0.0101037 NCalls = 824 -VariableMetric: Iteration # 107 - FCN = 297140.1556186 Edm = 0.00323682 NCalls = 826 -VariableMetric: Iteration # 108 - FCN = 297140.1449628 Edm = 0.00291485 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297140.1386739 Edm = 0.00175169 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297140.133535 Edm = 0.000693359 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297140.1315602 Edm = 0.000821183 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297140.129202 Edm = 0.000380788 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297140.1275126 Edm = 0.000351099 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297140.126397 Edm = 0.000572213 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297140.1231089 Edm = 0.000298668 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297140.1212417 Edm = 0.000593939 NCalls = 846 -VariableMetric: Iteration # 117 - FCN = 297140.119979 Edm = 0.000338206 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297140.1179925 Edm = 0.000283132 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297140.1164972 Edm = 0.00104335 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297140.1065324 Edm = 0.00118627 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297140.1022366 Edm = 0.00194559 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297140.0969038 Edm = 0.000842853 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297140.0938448 Edm = 0.00126562 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297140.0908744 Edm = 0.000291501 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297140.0898622 Edm = 0.000464515 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297140.0886603 Edm = 0.000154741 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297140.0882396 Edm = 0.000124873 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297140.0879934 Edm = 1.22706e-05 NCalls = 873 -VariableMetric: After Hessian - FCN = 297140.0879934 Edm = 0.000320915 NCalls = 1366 -VariableMetric: Iteration # 129 - FCN = 297140.0879934 Edm = 0.000320915 NCalls = 1366 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313689.5835829 Edm = 27.7408 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313689.5835829 Edm = 27.7408 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301384.5070486 Edm = 2.06031 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301348.5252254 Edm = 31.9601 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299546.4441381 Edm = 69.5678 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299458.6608571 Edm = 1.85064 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299430.4090711 Edm = 27.8471 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298798.4499644 Edm = 126.036 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298467.302075 Edm = 561.972 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298034.6450803 Edm = 269.483 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298003.1191346 Edm = 19.6442 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297995.9970179 Edm = 1.20765 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297992.8463218 Edm = 0.211544 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297992.2928496 Edm = 0.531213 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297952.5496673 Edm = 26.2372 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297629.3372382 Edm = 310.067 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297540.0497195 Edm = 34.665 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297515.4087283 Edm = 0.329566 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297515.0661787 Edm = 0.0857831 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297514.7648972 Edm = 0.224662 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297471.1904541 Edm = 9.40672 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297461.0588843 Edm = 2.37046 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297455.0882639 Edm = 1.99615 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297435.8741505 Edm = 3.35852 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297430.9795539 Edm = 6.84039 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297425.9401319 Edm = 2.20426 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297420.0635048 Edm = 2.07118 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297408.6592865 Edm = 12.1427 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297404.4402611 Edm = 2.84313 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297402.1922249 Edm = 3.46921 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297399.6293056 Edm = 2.80234 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297398.7866321 Edm = 2.37182 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297388.0604784 Edm = 12.3433 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297377.4546353 Edm = 5.25336 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297372.6514081 Edm = 0.890193 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297371.4205962 Edm = 0.815389 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297363.8321935 Edm = 2.09916 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297358.2920754 Edm = 6.19195 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297337.1442651 Edm = 32.4506 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297312.1040813 Edm = 27.8555 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297277.1954806 Edm = 9.26346 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297266.400185 Edm = 8.89461 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297251.9053325 Edm = 2.20398 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297249.218997 Edm = 0.0983764 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297249.1195807 Edm = 0.0148113 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297249.1024217 Edm = 0.0194562 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297248.3401987 Edm = 0.68876 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297224.3864327 Edm = 4.44743 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297217.4404085 Edm = 0.273415 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297217.0889191 Edm = 0.0319231 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297217.0336001 Edm = 0.00559683 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297216.9973346 Edm = 0.0226047 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297216.6748549 Edm = 0.205716 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297207.6253922 Edm = 5.98122 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297174.6122903 Edm = 1.31812 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297173.311204 Edm = 0.209394 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297173.144639 Edm = 0.011172 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297173.1337446 Edm = 0.00361308 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297173.1266914 Edm = 0.00497024 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297173.044415 Edm = 0.0854592 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297172.9175346 Edm = 0.123171 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297167.0741562 Edm = 3.02231 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297149.4885303 Edm = 6.53064 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297140.8275231 Edm = 1.66314 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297139.4515375 Edm = 0.220494 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297139.1352107 Edm = 0.0198252 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297139.1174373 Edm = 0.00122 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297139.1145992 Edm = 0.0012526 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297139.1073297 Edm = 0.00473728 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297139.0704298 Edm = 0.0385533 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297134.7488891 Edm = 2.77552 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297128.1499199 Edm = 0.454201 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297127.7917219 Edm = 0.0064871 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297127.7857683 Edm = 0.000533822 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297127.7843688 Edm = 0.000976905 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297127.7627405 Edm = 0.0253053 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297127.2366723 Edm = 0.104034 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297125.1424539 Edm = 0.576933 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297123.9011811 Edm = 1.10925 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297123.4383372 Edm = 0.379023 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297122.9634446 Edm = 0.1141 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297122.6663562 Edm = 0.175817 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297122.4787487 Edm = 0.130132 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297122.31391 Edm = 0.0310756 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297122.2519056 Edm = 0.0165283 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297122.2385631 Edm = 0.00687416 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297122.2317547 Edm = 0.000384792 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297122.2312802 Edm = 3.76038e-05 NCalls = 271 -VariableMetric: After Hessian - FCN = 297122.2312802 Edm = 269.695 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297122.2312802 Edm = 269.695 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297119.167831 Edm = 184.898 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297118.7286222 Edm = 0.225416 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297118.1106233 Edm = 0.0740299 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297117.8026396 Edm = 0.0512857 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297117.6871353 Edm = 0.0574152 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297117.4358446 Edm = 0.0194781 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297117.3585759 Edm = 0.0421798 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297117.2374733 Edm = 0.0100739 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297117.2079019 Edm = 0.0133547 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297117.1524267 Edm = 0.00919067 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297117.1131414 Edm = 0.0145502 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297117.0548752 Edm = 0.0251682 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297116.992469 Edm = 0.0219784 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297116.9238319 Edm = 0.0376052 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297116.8444619 Edm = 0.0205453 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297116.8003369 Edm = 0.0197507 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297116.7587325 Edm = 0.0383673 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297116.6844367 Edm = 0.0170039 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297116.6382008 Edm = 0.0131593 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297116.5825524 Edm = 0.0394813 NCalls = 798 -VariableMetric: Iteration # 108 - FCN = 297116.5272816 Edm = 0.0431073 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297116.3949992 Edm = 0.0344781 NCalls = 804 -VariableMetric: Iteration # 110 - FCN = 297116.30218 Edm = 0.0392674 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297116.1151583 Edm = 0.245367 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297115.9163836 Edm = 0.050619 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297115.8718579 Edm = 0.0229247 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297115.8232433 Edm = 0.0242656 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297115.7528606 Edm = 0.0219424 NCalls = 822 -VariableMetric: Iteration # 116 - FCN = 297115.7336072 Edm = 0.00856754 NCalls = 824 -VariableMetric: Iteration # 117 - FCN = 297115.701997 Edm = 0.0131556 NCalls = 826 -VariableMetric: Iteration # 118 - FCN = 297115.6510514 Edm = 0.0130367 NCalls = 828 -VariableMetric: Iteration # 119 - FCN = 297115.6264604 Edm = 0.00556221 NCalls = 830 -VariableMetric: Iteration # 120 - FCN = 297115.6052445 Edm = 0.0119114 NCalls = 832 -VariableMetric: Iteration # 121 - FCN = 297115.56639 Edm = 0.0172975 NCalls = 835 -VariableMetric: Iteration # 122 - FCN = 297115.5292104 Edm = 0.0120281 NCalls = 838 -VariableMetric: Iteration # 123 - FCN = 297115.4745574 Edm = 0.0329588 NCalls = 842 -VariableMetric: Iteration # 124 - FCN = 297115.3912517 Edm = 0.0380382 NCalls = 844 -VariableMetric: Iteration # 125 - FCN = 297115.3659032 Edm = 0.0111164 NCalls = 846 -VariableMetric: Iteration # 126 - FCN = 297115.3567726 Edm = 0.00422649 NCalls = 848 -VariableMetric: Iteration # 127 - FCN = 297115.3284133 Edm = 0.0139154 NCalls = 851 -VariableMetric: Iteration # 128 - FCN = 297115.2996871 Edm = 0.00544403 NCalls = 853 -VariableMetric: Iteration # 129 - FCN = 297115.2822583 Edm = 0.00944133 NCalls = 855 -VariableMetric: Iteration # 130 - FCN = 297115.2454597 Edm = 0.00520122 NCalls = 859 -VariableMetric: Iteration # 131 - FCN = 297115.239396 Edm = 0.00284292 NCalls = 861 -VariableMetric: Iteration # 132 - FCN = 297115.2320083 Edm = 0.00453592 NCalls = 864 -VariableMetric: Iteration # 133 - FCN = 297115.2240285 Edm = 0.00113986 NCalls = 866 -VariableMetric: Iteration # 134 - FCN = 297115.2220523 Edm = 0.000636842 NCalls = 868 -VariableMetric: Iteration # 135 - FCN = 297115.2197267 Edm = 0.000846149 NCalls = 870 -VariableMetric: Iteration # 136 - FCN = 297115.2169749 Edm = 0.000505643 NCalls = 872 -VariableMetric: Iteration # 137 - FCN = 297115.2158067 Edm = 0.000412016 NCalls = 874 -VariableMetric: Iteration # 138 - FCN = 297115.2128904 Edm = 0.000733765 NCalls = 877 -VariableMetric: Iteration # 139 - FCN = 297115.2118127 Edm = 5.40806e-05 NCalls = 879 -VariableMetric: After Hessian - FCN = 297115.2118127 Edm = 0.000475574 NCalls = 1362 -VariableMetric: Iteration # 140 - FCN = 297115.2118127 Edm = 0.000475574 NCalls = 1362 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1361 (1361 total) | -| EDM = 3.85E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297301.89883001614 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 2.27 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.24 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | 0.21 | 0.66 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 2.25 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.927 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.005 | 0.059 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 0.18 | 0.38 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.89 | 0.20 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.09 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.6 | 2.5 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.679 | 0.028 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.86 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.02 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.63 | 0.11 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -1.78 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 22| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.463 | 0.020 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.080 -0.001 -0.053 0.049 0.010 -0.007 -0.257 0.002 0.080 0.072 -0.003 -0.006 0.322 0.003 -0.007 -0.019 0.051 -0.082 0.395 -0.066 0.172 0.013 0.040 | -| bplus_2 | -0.080 1.000 -0.051 -0.196 -0.053 -0.015 0.209 0.742 -0.002 -0.072 -0.149 0.008 -0.081 0.101 0.012 0.012 0.028 0.114 0.190 -0.122 0.218 -0.259 0.008 -0.033 | -| phi_p | -0.001 -0.051 1.000 0.006 -0.018 -0.001 -0.055 -0.018 -0.009 -0.012 -0.013 0.001 0.954 -0.049 0.001 -0.005 -0.121 0.001 -0.016 -0.003 -0.017 -0.011 0.001 0.014 | -| DDstar_p | -0.053 -0.196 0.006 1.000 0.084 0.024 -0.043 -0.074 0.002 0.239 0.194 -0.014 0.006 0.293 0.016 -0.057 -0.028 0.046 -0.070 0.259 0.011 0.277 -0.000 0.023 | -| psi2s_p | 0.049 -0.053 -0.018 0.084 1.000 -0.019 -0.007 0.091 0.001 -0.113 -0.420 0.017 -0.019 -0.002 0.023 -0.003 -0.007 0.017 -0.078 0.070 -0.101 0.081 0.027 -0.000 | -| p4040_s | 0.010 -0.015 -0.001 0.024 -0.019 1.000 -0.001 -0.050 0.000 0.039 -0.000 -0.566 -0.001 0.000 0.002 -0.002 -0.000 -0.000 0.036 0.030 0.020 0.004 0.002 0.002 | -| rho_p | -0.007 0.209 -0.055 -0.043 -0.007 -0.001 1.000 0.078 -0.022 -0.003 -0.002 -0.000 -0.027 -0.087 0.002 0.009 0.517 0.038 0.046 -0.033 0.047 0.165 0.001 -0.203 | -| Ctt | -0.257 0.742 -0.018 -0.074 0.091 -0.050 0.078 1.000 -0.000 -0.343 -0.295 0.029 -0.030 0.195 0.005 0.227 0.004 0.050 0.317 -0.228 0.001 -0.177 0.017 -0.025 | -| omega_p | 0.002 -0.002 -0.009 0.002 0.001 0.000 -0.022 -0.000 1.000 0.001 0.001 -0.000 -0.012 0.006 -0.000 0.001 -0.174 0.048 0.000 0.002 -0.000 -0.011 -0.000 0.013 | -| p4160_p | 0.080 -0.072 -0.012 0.239 -0.113 0.039 -0.003 -0.343 0.001 1.000 0.092 -0.013 -0.014 0.044 0.025 -0.001 -0.004 0.011 -0.142 0.229 0.224 0.028 0.020 0.022 | -| p3770_s | 0.072 -0.149 -0.013 0.194 -0.420 -0.000 -0.002 -0.295 0.001 0.092 1.000 -0.001 -0.016 0.018 0.012 -0.021 -0.009 0.025 -0.002 -0.148 0.010 0.080 0.020 0.048 | -| p4040_p | -0.003 0.008 0.001 -0.014 0.017 -0.566 -0.000 0.029 -0.000 -0.013 -0.001 1.000 0.001 0.002 -0.001 -0.002 0.000 -0.001 -0.026 -0.018 -0.008 -0.003 -0.001 -0.002 | -| phi_s | -0.006 -0.081 0.954 0.006 -0.019 -0.001 -0.027 -0.030 -0.012 -0.014 -0.016 0.001 1.000 -0.041 0.001 -0.009 -0.095 -0.005 -0.026 -0.003 -0.025 0.001 0.001 -0.001 | -| jpsi_p | 0.322 0.101 -0.049 0.293 -0.002 0.000 -0.087 0.195 0.006 0.044 0.018 0.002 -0.041 1.000 0.033 -0.022 -0.028 -0.010 -0.031 0.158 0.007 0.095 0.032 -0.046 | -| DDstar_s | 0.003 0.012 0.001 0.016 0.023 0.002 0.002 0.005 -0.000 0.025 0.012 -0.001 0.001 0.033 1.000 0.003 0.001 -0.002 0.009 0.009 0.017 -0.013 -0.001 0.000 | -| p4415_s | -0.007 0.012 -0.005 -0.057 -0.003 -0.002 0.009 0.227 0.001 -0.001 -0.021 -0.002 -0.009 -0.022 0.003 1.000 -0.007 0.030 0.300 -0.075 -0.090 0.073 0.001 0.017 | -| omega_s | -0.019 0.028 -0.121 -0.028 -0.007 -0.000 0.517 0.004 -0.174 -0.004 -0.009 0.000 -0.095 -0.028 0.001 -0.007 1.000 -0.269 -0.003 -0.018 0.006 0.113 0.000 -0.143 | -| rho_s | 0.051 0.114 0.001 0.046 0.017 -0.000 0.038 0.050 0.048 0.011 0.025 -0.001 -0.005 -0.010 -0.002 0.030 -0.269 1.000 0.051 0.020 0.026 -0.168 -0.001 0.234 | -| p4160_s | -0.082 0.190 -0.016 -0.070 -0.078 0.036 0.046 0.317 0.000 -0.142 -0.002 -0.026 -0.026 -0.031 0.009 0.300 -0.003 0.051 1.000 -0.097 -0.234 -0.004 0.004 0.031 | -| p3770_p | 0.395 -0.122 -0.003 0.259 0.070 0.030 -0.033 -0.228 0.002 0.229 -0.148 -0.018 -0.003 0.158 0.009 -0.075 -0.018 0.020 -0.097 1.000 0.049 0.111 0.018 0.039 | -| p4415_p | -0.066 0.218 -0.017 0.011 -0.101 0.020 0.047 0.001 -0.000 0.224 0.010 -0.008 -0.025 0.007 0.017 -0.090 0.006 0.026 -0.234 0.049 1.000 -0.095 0.011 0.013 | -| bplus_1 | 0.172 -0.259 -0.011 0.277 0.081 0.004 0.165 -0.177 -0.011 0.028 0.080 -0.003 0.001 0.095 -0.013 0.073 0.113 -0.168 -0.004 0.111 -0.095 1.000 -0.007 -0.871 | -| Dbar_s | 0.013 0.008 0.001 -0.000 0.027 0.002 0.001 0.017 -0.000 0.020 0.020 -0.001 0.001 0.032 -0.001 0.001 0.000 -0.001 0.004 0.018 0.011 -0.007 1.000 0.001 | -| bplus_0 | 0.040 -0.033 0.014 0.023 -0.000 0.002 -0.203 -0.025 0.013 0.022 0.048 -0.002 -0.001 -0.046 0.000 0.017 -0.143 0.234 0.031 0.039 0.013 -0.871 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.27069506112394404}), (, {'error': 0.08475913209835317}), (, {'error': 0.658159642374418}), (, {'error': 0.27083422945505475}), (, {'error': 0.030680664049345552}), (, {'error': 0.058514576009855164}), (, {'error': 0.37972257801284526}), (, {'error': 0.20108151465250274}), (, {'error': 0.1833759227621954}), (, {'error': 0.09696612822672446}), (, {'error': 0.23379675967712976}), (, {'error': 8.371510285362618}), (, {'error': 2.484722000863391}), (, {'error': 0.028458020633245873}), (, {'error': 0.013111358333525669}), (, {'error': 0.18667709187862463}), (, {'error': 1.009495082728208}), (, {'error': 0.35174946838374327}), (, {'error': 0.15091190771157426}), (, {'error': 0.10551358215451678}), (, {'error': 0.23330945321882313}), (, {'error': 0.038963566136716477}), (, {'error': 0.013000873568078497}), (, {'error': 0.01953614210415866})]) -Toy 1/25 -Time taken: 7 min, 18 s -Projected time left: 2 h, 55 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1624 (1624 total) | -| EDM = 0.00507 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297145.29698955634 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.52 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.15 | 0.04 | | | -2 | 2 | | -| 2 | phi_p | -5.58 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.2 | 0.9 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.13 | 0.13 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | 0.23 | 0.13 | | | -1.5 | 1.5 | | -| 8 | omega_p | 1.20 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.63 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.3 | 0.4 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.42 | 0.25 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.69 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.24 | 0.16 | | |0.126447 | 2.35355 | | -| 16| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.34 | 0.25 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.37 | 0.14 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.19 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -2.48 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.910 | 0.009 | | | -2 | 2 | | -| 22| Dbar_s | -0.30 | 0.51 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.455 | 0.004 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.223 0.035 0.534 0.480 -0.307 -0.016 0.283 0.028 0.518 0.494 0.489 0.045 0.527 -0.304 -0.336 -0.026 0.042 -0.362 0.577 0.148 0.417 0.577 0.370 | -| bplus_2 | -0.223 1.000 -0.036 -0.514 -0.476 0.246 0.105 -0.163 -0.025 -0.462 -0.480 -0.460 -0.095 -0.507 0.156 0.250 0.050 -0.006 0.312 -0.491 -0.111 -0.368 -0.541 -0.313 | -| phi_p | 0.035 -0.036 1.000 0.049 0.045 -0.024 -0.130 0.040 0.042 0.047 0.047 0.046 0.429 0.046 -0.012 -0.028 0.015 -0.019 -0.029 0.050 0.017 0.017 0.052 0.015 | -| DDstar_p | 0.534 -0.514 0.049 1.000 0.800 -0.492 -0.006 0.668 0.035 0.834 0.854 0.833 0.064 0.862 -0.252 -0.539 -0.037 0.050 -0.567 0.897 0.261 0.467 0.970 0.397 | -| psi2s_p | 0.480 -0.476 0.045 0.800 1.000 -0.406 -0.006 0.650 0.031 0.766 0.727 0.738 0.058 0.809 -0.256 -0.477 -0.033 0.044 -0.494 0.799 0.271 0.402 0.853 0.339 | -| p4040_s | -0.307 0.246 -0.024 -0.492 -0.406 1.000 0.011 -0.231 -0.017 -0.521 -0.384 -0.449 -0.039 -0.417 0.051 0.299 0.021 -0.021 0.265 -0.439 -0.215 -0.172 -0.476 -0.134 | -| rho_p | -0.016 0.105 -0.130 -0.006 -0.006 0.011 1.000 -0.012 -0.112 -0.004 -0.002 -0.003 -0.024 -0.004 -0.013 0.002 0.011 0.175 0.012 -0.009 0.008 0.033 -0.007 0.012 | -| Ctt | 0.283 -0.163 0.040 0.668 0.650 -0.231 -0.012 1.000 0.028 0.567 0.605 0.563 0.053 0.593 -0.157 -0.284 -0.030 0.037 -0.304 0.635 0.201 0.312 0.689 0.259 | -| omega_p | 0.028 -0.025 0.042 0.035 0.031 -0.017 -0.112 0.028 1.000 0.032 0.033 0.032 0.018 0.032 -0.004 -0.018 -0.326 0.418 -0.020 0.034 0.011 0.015 0.037 0.029 | -| p4160_p | 0.518 -0.462 0.047 0.834 0.766 -0.521 -0.004 0.567 0.032 1.000 0.811 0.818 0.061 0.846 -0.227 -0.472 -0.035 0.044 -0.535 0.853 0.367 0.395 0.897 0.331 | -| p3770_s | 0.494 -0.480 0.047 0.854 0.727 -0.384 -0.002 0.605 0.033 0.811 1.000 0.786 0.059 0.847 -0.245 -0.495 -0.034 0.046 -0.493 0.812 0.302 0.425 0.900 0.361 | -| p4040_p | 0.489 -0.460 0.046 0.833 0.738 -0.449 -0.003 0.563 0.032 0.818 0.786 1.000 0.059 0.824 -0.230 -0.475 -0.034 0.044 -0.399 0.839 0.333 0.397 0.884 0.334 | -| phi_s | 0.045 -0.095 0.429 0.064 0.058 -0.039 -0.024 0.053 0.018 0.061 0.059 0.059 1.000 0.055 -0.014 -0.040 -0.014 -0.027 -0.046 0.066 0.016 0.014 0.070 0.007 | -| jpsi_p | 0.527 -0.507 0.046 0.862 0.809 -0.417 -0.004 0.593 0.032 0.846 0.847 0.824 0.055 1.000 -0.284 -0.521 -0.032 0.045 -0.517 0.862 0.318 0.436 0.922 0.370 | -| DDstar_s | -0.304 0.156 -0.012 -0.252 -0.256 0.051 -0.013 -0.157 -0.004 -0.227 -0.245 -0.230 -0.014 -0.284 1.000 0.076 0.008 -0.001 0.082 -0.235 -0.124 0.049 -0.277 0.065 | -| p4415_s | -0.336 0.250 -0.028 -0.539 -0.477 0.299 0.002 -0.284 -0.018 -0.472 -0.495 -0.475 -0.040 -0.521 0.076 1.000 0.022 -0.024 0.406 -0.526 -0.229 -0.172 -0.558 -0.131 | -| omega_s | -0.026 0.050 0.015 -0.037 -0.033 0.021 0.011 -0.030 -0.326 -0.035 -0.034 -0.034 -0.014 -0.032 0.008 0.022 1.000 0.052 0.025 -0.038 -0.010 -0.009 -0.040 -0.009 | -| rho_s | 0.042 -0.006 -0.019 0.050 0.044 -0.021 0.175 0.037 0.418 0.044 0.046 0.044 -0.027 0.045 -0.001 -0.024 0.052 1.000 -0.025 0.047 0.017 0.040 0.052 0.080 | -| p4160_s | -0.362 0.312 -0.029 -0.567 -0.494 0.265 0.012 -0.304 -0.020 -0.535 -0.493 -0.399 -0.046 -0.517 0.082 0.406 0.025 -0.025 1.000 -0.528 -0.275 -0.206 -0.568 -0.161 | -| p3770_p | 0.577 -0.491 0.050 0.897 0.799 -0.439 -0.009 0.635 0.034 0.853 0.812 0.839 0.066 0.862 -0.235 -0.526 -0.038 0.047 -0.528 1.000 0.315 0.439 0.935 0.371 | -| p4415_p | 0.148 -0.111 0.017 0.261 0.271 -0.215 0.008 0.201 0.011 0.367 0.302 0.333 0.016 0.318 -0.124 -0.229 -0.010 0.017 -0.275 0.315 1.000 0.128 0.319 0.109 | -| bplus_1 | 0.417 -0.368 0.017 0.467 0.402 -0.172 0.033 0.312 0.015 0.395 0.425 0.397 0.014 0.436 0.049 -0.172 -0.009 0.040 -0.206 0.439 0.128 1.000 0.465 -0.068 | -| Dbar_s | 0.577 -0.541 0.052 0.970 0.853 -0.476 -0.007 0.689 0.037 0.897 0.900 0.884 0.070 0.922 -0.277 -0.558 -0.040 0.052 -0.568 0.935 0.319 0.465 1.000 0.390 | -| bplus_0 | 0.370 -0.313 0.015 0.397 0.339 -0.134 0.012 0.259 0.029 0.331 0.361 0.334 0.007 0.370 0.065 -0.131 -0.009 0.080 -0.161 0.371 0.109 -0.068 0.390 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22380697055847776}), (, {'error': 0.04238181509362016}), (, {'error': 0.13743585915548362}), (, {'error': 0.8712954887213435}), (, {'error': 0.047313352333971714}), (, {'error': 0.13129715257185037}), (, {'error': 0.31431299136642776}), (, {'error': 0.12520916702211227}), (, {'error': 0.1558188021687279}), (, {'error': 0.1498897237215986}), (, {'error': 0.37813473363846284}), (, {'error': 0.25092544482190426}), (, {'error': 0.7314082348270148}), (, {'error': 0.050551102816700944}), (, {'error': 0.0635270346948017}), (, {'error': 0.1623900687998422}), (, {'error': 3.4462713414825266}), (, {'error': 0.2520111083663389}), (, {'error': 0.13855595211441596}), (, {'error': 0.255383384344932}), (, {'error': 0.14098088022162147}), (, {'error': 0.008784662947590505}), (, {'error': 0.5130876572908112}), (, {'error': 0.004305497415805437})]) -Toy 2/25 -Time taken: 15 min, 35 s -Projected time left: 2 h, 59 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=254 (254 total) | -| EDM = 6.27E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297364.7487906731 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -0.42 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.41 | 0.05 | | | -2 | 2 | | -| 2 | phi_p | -5.57 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.61 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.931 | 0.021 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.22 | 0.12 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 2.9 | 9.8 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -1.49 | 0.06 | | | -1.5 | 1.5 | | -| 8 | omega_p | -0.15 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.006 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.27 | 0.15 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -3.24 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 22.3 | 0.6 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.703 | 0.019 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.22 | 2.07 | | |0.126447 | 2.35355 | | -| 16| omega_s | 6.5 | 0.6 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 0.025 | 0.040 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 0.726 | 0.024 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -1.0 | 8.9 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.667 | 0.012 | | | -2 | 2 | | -| 22| Dbar_s | 0.298 | 0.009 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.374 | 0.006 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.046 0.011 -0.227 0.008 -0.061 0.008 0.083 0.002 -0.009 0.081 0.087 -0.012 0.129 0.064 0.122 -0.001 0.002 0.053 0.135 -0.124 -0.169 -0.004 -0.172 | -| bplus_2 | 0.046 1.000 0.006 -0.648 -0.349 -0.392 0.100 0.654 -0.015 -0.075 0.194 0.668 -0.017 -0.412 0.347 0.857 -0.001 0.037 0.299 -0.248 -0.860 -0.810 -0.005 -0.800 | -| phi_p | 0.011 0.006 1.000 -0.004 -0.004 -0.005 0.087 0.011 -0.009 -0.001 0.006 0.011 0.302 -0.013 0.005 0.012 -0.015 0.036 0.005 -0.002 -0.012 -0.011 0.000 -0.012 | -| DDstar_p | -0.227 -0.648 -0.004 1.000 0.344 0.323 -0.036 -0.604 0.002 0.067 -0.145 -0.582 0.043 0.481 -0.283 -0.745 0.004 -0.009 -0.247 0.264 0.745 0.626 0.001 0.607 | -| psi2s_p | 0.008 -0.349 -0.004 0.344 1.000 0.227 -0.025 -0.321 0.002 0.039 -0.321 -0.396 0.017 0.206 -0.137 -0.414 0.001 -0.007 -0.151 0.148 0.413 0.344 -0.005 0.330 | -| p4040_s | -0.061 -0.392 -0.005 0.323 0.227 1.000 -0.030 -0.351 0.002 0.051 -0.066 -0.445 0.026 0.216 -0.188 -0.495 0.002 -0.008 -0.187 0.089 0.492 0.422 0.004 0.412 | -| rho_p | 0.008 0.100 0.087 -0.036 -0.025 -0.030 1.000 0.052 0.082 -0.005 0.014 0.042 0.011 0.002 0.017 0.055 -0.118 0.438 0.020 -0.008 -0.056 -0.031 0.001 -0.036 | -| Ctt | 0.083 0.654 0.011 -0.604 -0.321 -0.351 0.052 1.000 -0.003 -0.073 0.191 0.660 -0.045 -0.380 0.324 0.821 -0.004 0.014 0.286 -0.245 -0.821 -0.739 -0.003 -0.722 | -| omega_p | 0.002 -0.015 -0.009 0.002 0.002 0.002 0.082 -0.003 1.000 0.000 0.001 -0.001 0.005 -0.006 -0.000 -0.002 0.239 0.029 -0.001 -0.001 0.002 -0.002 -0.000 -0.003 | -| p4160_p | -0.009 -0.075 -0.001 0.067 0.039 0.051 -0.005 -0.073 0.000 1.000 -0.024 -0.070 0.005 0.045 -0.036 -0.088 0.000 -0.001 -0.043 0.023 0.088 0.081 0.000 0.079 | -| p3770_s | 0.081 0.194 0.006 -0.145 -0.321 -0.066 0.014 0.191 0.001 -0.024 1.000 0.228 -0.023 -0.100 0.123 0.273 -0.003 0.003 0.096 -0.160 -0.273 -0.271 -0.007 -0.268 | -| p4040_p | 0.087 0.668 0.011 -0.582 -0.396 -0.445 0.042 0.660 -0.001 -0.070 0.228 1.000 -0.053 -0.404 0.341 0.808 -0.005 0.009 0.269 -0.183 -0.809 -0.749 -0.005 -0.734 | -| phi_s | -0.012 -0.017 0.302 0.043 0.017 0.026 0.011 -0.045 0.005 0.005 -0.023 -0.053 1.000 0.041 -0.024 -0.059 -0.001 0.008 -0.022 0.018 0.059 0.062 0.000 0.070 | -| jpsi_p | 0.129 -0.412 -0.013 0.481 0.206 0.216 0.002 -0.380 -0.006 0.045 -0.100 -0.404 0.041 1.000 -0.188 -0.500 0.003 0.006 -0.168 0.182 0.500 0.456 -0.000 0.449 | -| DDstar_s | 0.064 0.347 0.005 -0.283 -0.137 -0.188 0.017 0.324 -0.000 -0.036 0.123 0.341 -0.024 -0.188 1.000 0.400 -0.002 0.004 0.147 -0.111 -0.400 -0.344 0.000 -0.333 | -| p4415_s | 0.122 0.857 0.012 -0.745 -0.414 -0.495 0.055 0.821 -0.002 -0.088 0.273 0.808 -0.059 -0.500 0.400 1.000 -0.005 0.014 0.365 -0.268 -0.997 -0.907 -0.002 -0.883 | -| omega_s | -0.001 -0.001 -0.015 0.004 0.001 0.002 -0.118 -0.004 0.239 0.000 -0.003 -0.005 -0.001 0.003 -0.002 -0.005 1.000 -0.037 -0.002 0.001 0.005 0.004 0.000 0.002 | -| rho_s | 0.002 0.037 0.036 -0.009 -0.007 -0.008 0.438 0.014 0.029 -0.001 0.003 0.009 0.008 0.006 0.004 0.014 -0.037 1.000 0.005 -0.000 -0.014 -0.003 0.000 -0.003 | -| p4160_s | 0.053 0.299 0.005 -0.247 -0.151 -0.187 0.020 0.286 -0.001 -0.043 0.096 0.269 -0.022 -0.168 0.147 0.365 -0.002 0.005 1.000 -0.082 -0.364 -0.327 -0.002 -0.319 | -| p3770_p | 0.135 -0.248 -0.002 0.264 0.148 0.089 -0.008 -0.245 -0.001 0.023 -0.160 -0.183 0.018 0.182 -0.111 -0.268 0.001 -0.000 -0.082 1.000 0.269 0.238 -0.001 0.234 | -| p4415_p | -0.124 -0.860 -0.012 0.745 0.413 0.492 -0.056 -0.821 0.002 0.088 -0.273 -0.809 0.059 0.500 -0.400 -0.997 0.005 -0.014 -0.364 0.269 1.000 0.907 0.002 0.883 | -| bplus_1 | -0.169 -0.810 -0.011 0.626 0.344 0.422 -0.031 -0.739 -0.002 0.081 -0.271 -0.749 0.062 0.456 -0.344 -0.907 0.004 -0.003 -0.327 0.238 0.907 1.000 -0.000 0.735 | -| Dbar_s | -0.004 -0.005 0.000 0.001 -0.005 0.004 0.001 -0.003 -0.000 0.000 -0.007 -0.005 0.000 -0.000 0.000 -0.002 0.000 0.000 -0.002 -0.001 0.002 -0.000 1.000 -0.001 | -| bplus_0 | -0.172 -0.800 -0.012 0.607 0.330 0.412 -0.036 -0.722 -0.003 0.079 -0.268 -0.734 0.070 0.449 -0.333 -0.883 0.002 -0.003 -0.319 0.234 0.883 0.735 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15128317843264716}), (, {'error': 0.047654960029661186}), (, {'error': 0.102279570618661}), (, {'error': 0.22631013520335008}), (, {'error': 0.021285909760994315}), (, {'error': 0.11765988810221906}), (, {'error': 9.821259849054455}), (, {'error': 0.059701550216025856}), (, {'error': 0.1473925937350229}), (, {'error': 0.0055501811862361805}), (, {'error': 0.1455618290898082}), (, {'error': 0.14886589398947492}), (, {'error': 0.6401256133132147}), (, {'error': 0.018603618401252575}), (, {'error': 0.010345937004694605}), (, {'error': 2.0729120385146973}), (, {'error': 0.5777392314534797}), (, {'error': 0.04026289515424435}), (, {'error': 0.02403735339862323}), (, {'error': 0.06997737471385346}), (, {'error': 8.894179866736655}), (, {'error': 0.012423676381501103}), (, {'error': 0.009403380409086892}), (, {'error': 0.0059737415216579715})]) -Toy 3/25 -Time taken: 19 min, 15 s -Projected time left: 2 h, 21 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=835 (835 total) | -| EDM = 0.000726 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297441.9034208426 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -1.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.16 | 0.07 | | | -2 | 2 | | -| 2 | phi_p | 5.73 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.07 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | 0.007 | 0.224 | | | -1.5 | 1.5 | | -| 8 | omega_p | 5.96 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.91 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.30 | 0.26 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.37 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.74 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.30 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.90 | 0.14 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -2.75 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | -| 22| Dbar_s | 0.29 | 0.09 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.379 | 0.026 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.224 0.023 -0.317 -0.060 -0.061 -0.008 -0.618 -0.014 0.136 -0.095 -0.062 -0.025 0.235 -0.137 0.124 -0.042 0.115 -0.095 0.447 -0.031 -0.322 -0.160 -0.011 | -| bplus_2 | 0.224 1.000 -0.009 -0.228 0.001 -0.030 -0.007 -0.649 -0.018 0.111 0.078 0.056 0.147 0.282 0.028 0.175 0.106 -0.101 -0.075 0.106 -0.026 -0.311 -0.056 0.114 | -| phi_p | 0.023 -0.009 1.000 -0.021 0.005 0.006 -0.002 -0.011 -0.003 0.010 0.005 0.009 0.464 0.018 -0.002 0.002 -0.061 0.099 0.008 0.005 0.013 0.072 -0.005 -0.092 | -| DDstar_p | -0.317 -0.228 -0.021 1.000 -0.377 0.078 0.003 0.385 0.002 -0.752 -0.410 -0.557 -0.024 -0.792 0.172 0.111 -0.005 -0.022 -0.052 -0.441 -0.552 0.106 -0.061 -0.001 | -| psi2s_p | -0.060 0.001 0.005 -0.377 1.000 0.049 -0.000 0.164 0.001 0.215 -0.095 0.109 0.003 0.307 -0.064 -0.012 0.001 -0.000 0.017 0.117 0.190 0.000 -0.007 0.003 | -| p4040_s | -0.061 -0.030 0.006 0.078 0.049 1.000 -0.001 0.300 -0.002 -0.392 0.116 -0.184 -0.023 -0.067 -0.021 0.203 -0.021 0.040 -0.008 -0.125 -0.196 -0.002 0.041 -0.044 | -| rho_p | -0.008 -0.007 -0.002 0.003 -0.000 -0.001 1.000 0.005 0.006 -0.000 0.001 -0.000 0.006 -0.005 -0.001 -0.002 0.045 -0.048 -0.001 -0.001 -0.001 -0.035 0.002 0.041 | -| Ctt | -0.618 -0.649 -0.011 0.385 0.164 0.300 0.005 1.000 0.009 -0.388 -0.092 -0.178 -0.053 -0.438 0.092 0.094 -0.027 -0.006 0.229 -0.367 -0.096 0.264 0.093 -0.036 | -| omega_p | -0.014 -0.018 -0.003 0.002 0.001 -0.002 0.006 0.009 1.000 0.002 0.004 0.003 0.020 -0.009 -0.003 -0.005 0.331 -0.143 0.000 -0.000 0.002 -0.067 0.003 0.078 | -| p4160_p | 0.136 0.111 0.010 -0.752 0.215 -0.392 -0.000 -0.388 0.002 1.000 0.292 0.470 0.018 0.613 -0.107 -0.184 0.010 -0.009 -0.068 0.382 0.588 -0.022 -0.015 0.012 | -| p3770_s | -0.095 0.078 0.005 -0.410 -0.095 0.116 0.001 -0.092 0.004 0.292 1.000 0.242 -0.001 0.371 -0.032 -0.043 0.001 -0.008 0.087 -0.088 0.268 0.004 -0.010 -0.003 | -| p4040_p | -0.062 0.056 0.009 -0.557 0.109 -0.184 -0.000 -0.178 0.003 0.470 0.242 1.000 0.003 0.443 -0.079 -0.063 0.001 0.000 0.324 0.266 0.429 0.039 0.012 -0.024 | -| phi_s | -0.025 0.147 0.464 -0.024 0.003 -0.023 0.006 -0.053 0.020 0.018 -0.001 0.003 1.000 -0.000 -0.003 -0.001 0.019 -0.000 -0.035 0.002 -0.009 -0.075 0.006 0.087 | -| jpsi_p | 0.235 0.282 0.018 -0.792 0.307 -0.067 -0.005 -0.438 -0.009 0.613 0.371 0.443 -0.000 1.000 -0.151 -0.102 -0.011 0.050 0.010 0.322 0.430 -0.042 -0.052 -0.074 | -| DDstar_s | -0.137 0.028 -0.002 0.172 -0.064 -0.021 -0.001 0.092 -0.003 -0.107 -0.032 -0.079 -0.003 -0.151 1.000 0.016 -0.003 0.010 -0.024 -0.046 -0.114 -0.048 0.009 0.007 | -| p4415_s | 0.124 0.175 0.002 0.111 -0.012 0.203 -0.002 0.094 -0.005 -0.184 -0.043 -0.063 -0.001 -0.102 0.016 1.000 -0.006 0.023 0.320 -0.053 -0.235 -0.152 -0.024 0.017 | -| omega_s | -0.042 0.106 -0.061 -0.005 0.001 -0.021 0.045 -0.027 0.331 0.010 0.001 0.001 0.019 -0.011 -0.003 -0.006 1.000 -0.347 -0.029 -0.003 -0.011 -0.113 0.009 0.140 | -| rho_s | 0.115 -0.101 0.099 -0.022 -0.000 0.040 -0.048 -0.006 -0.143 -0.009 -0.008 0.000 -0.000 0.050 0.010 0.023 -0.347 1.000 0.045 0.007 0.023 0.374 -0.024 -0.464 | -| p4160_s | -0.095 -0.075 0.008 -0.052 0.017 -0.008 -0.001 0.229 0.000 -0.068 0.087 0.324 -0.035 0.010 -0.024 0.320 -0.029 0.045 1.000 -0.017 -0.031 0.019 0.042 -0.054 | -| p3770_p | 0.447 0.106 0.005 -0.441 0.117 -0.125 -0.001 -0.367 -0.000 0.382 -0.088 0.266 0.002 0.322 -0.046 -0.053 -0.003 0.007 -0.017 1.000 0.228 -0.192 -0.132 0.068 | -| p4415_p | -0.031 -0.026 0.013 -0.552 0.190 -0.196 -0.001 -0.096 0.002 0.588 0.268 0.429 -0.009 0.430 -0.114 -0.235 -0.011 0.023 -0.031 0.228 1.000 0.060 0.037 -0.048 | -| bplus_1 | -0.322 -0.311 0.072 0.106 0.000 -0.002 -0.035 0.264 -0.067 -0.022 0.004 0.039 -0.075 -0.042 -0.048 -0.152 -0.113 0.374 0.019 -0.192 0.060 1.000 0.059 -0.915 | -| Dbar_s | -0.160 -0.056 -0.005 -0.061 -0.007 0.041 0.002 0.093 0.003 -0.015 -0.010 0.012 0.006 -0.052 0.009 -0.024 0.009 -0.024 0.042 -0.132 0.037 0.059 1.000 0.009 | -| bplus_0 | -0.011 0.114 -0.092 -0.001 0.003 -0.044 0.041 -0.036 0.078 0.012 -0.003 -0.024 0.087 -0.074 0.007 0.017 0.140 -0.464 -0.054 0.068 -0.048 -0.915 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6214814659000161}), (, {'error': 0.07229545469869203}), (, {'error': 0.1761897704228108}), (, {'error': 0.7319977062051568}), (, {'error': 0.035036127683699014}), (, {'error': 0.17513172599993626}), (, {'error': 0.05288003829132215}), (, {'error': 0.22357087912845075}), (, {'error': 0.29070551023316593}), (, {'error': 0.14386007631445796}), (, {'error': 0.26143814807322885}), (, {'error': 0.20892658668498498}), (, {'error': 0.9905941843314148}), (, {'error': 0.03762868039922296}), (, {'error': 0.0920696841839711}), (, {'error': 0.2028236316136759}), (, {'error': 0.9541048393353861}), (, {'error': 0.4260086883165154}), (, {'error': 0.1707958235671263}), (, {'error': 0.142033768718012}), (, {'error': 0.19867124733463393}), (, {'error': 0.05520037549319867}), (, {'error': 0.0855669063779099}), (, {'error': 0.02625169269145977})]) -Toy 4/25 -Time taken: 24 min, 49 s -Projected time left: 2 h, 10 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1364 (1364 total) | -| EDM = 0.00105 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297252.22860420286 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -3.64 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.35 | 0.05 | | | -2 | 2 | | -| 2 | phi_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.35 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.08 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -1.50 | 0.14 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.73 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -3.19 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 19.3 | 2.0 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.29 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.07 | 0.31 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 0.717 | 0.022 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.31 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.84 | 0.03 | | | -2 | 2 | | -| 22| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.437 | 0.017 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.137 -0.010 -0.106 0.135 0.021 0.083 -0.026 0.001 0.002 0.130 0.007 -0.022 0.451 0.004 -0.075 -0.012 -0.033 0.006 0.450 0.009 0.134 0.015 0.036 | -| bplus_2 | 0.137 1.000 -0.107 -0.018 -0.160 -0.249 0.228 0.295 0.003 -0.001 0.153 0.170 -0.145 0.002 0.021 0.340 0.035 -0.289 0.019 0.089 -0.036 -0.053 -0.005 -0.091 | -| phi_p | -0.010 -0.107 1.000 0.002 -0.011 0.006 -0.093 -0.005 -0.018 0.000 -0.023 -0.030 0.916 -0.009 -0.000 -0.028 -0.115 0.223 -0.001 -0.004 0.004 -0.021 0.001 0.008 | -| DDstar_p | -0.106 -0.018 0.002 1.000 0.170 -0.133 0.031 0.011 -0.000 -0.000 0.240 0.276 -0.004 0.398 0.008 0.082 -0.007 -0.004 0.023 0.222 -0.009 0.083 -0.004 0.018 | -| psi2s_p | 0.135 -0.160 -0.011 0.170 1.000 0.078 0.017 0.023 0.001 0.003 -0.375 -0.161 -0.013 0.079 0.011 -0.117 -0.005 0.004 0.001 0.197 0.018 0.111 0.021 0.002 | -| p4040_s | 0.021 -0.249 0.006 -0.133 0.078 1.000 -0.008 0.108 -0.000 0.007 0.102 -0.215 0.008 -0.101 -0.003 -0.247 -0.002 0.020 -0.016 -0.147 0.035 0.084 -0.018 0.011 | -| rho_p | 0.083 0.228 -0.093 0.031 0.017 -0.008 1.000 0.021 0.048 -0.001 0.065 0.069 -0.103 -0.036 -0.002 0.065 -0.120 -0.099 0.003 0.033 -0.010 -0.140 -0.002 0.201 | -| Ctt | -0.026 0.295 -0.005 0.011 0.023 0.108 0.021 1.000 0.001 -0.000 -0.092 -0.042 -0.008 0.066 0.002 0.024 -0.001 -0.020 -0.006 -0.047 -0.007 -0.047 0.008 -0.013 | -| omega_p | 0.001 0.003 -0.018 -0.000 0.001 -0.000 0.048 0.001 1.000 -0.000 0.001 0.001 -0.020 0.002 -0.000 0.001 -0.186 -0.034 0.000 0.001 -0.000 -0.006 -0.000 0.007 | -| p4160_p | 0.002 -0.001 0.000 -0.000 0.003 0.007 -0.001 -0.000 -0.000 1.000 -0.000 -0.001 0.000 0.001 -0.000 0.003 -0.000 0.001 -0.003 0.000 -0.000 -0.000 -0.000 -0.000 | -| p3770_s | 0.130 0.153 -0.023 0.240 -0.375 0.102 0.065 -0.092 0.001 -0.000 1.000 0.131 -0.035 0.188 0.005 0.040 -0.005 -0.043 0.005 -0.101 -0.007 0.019 0.030 0.041 | -| p4040_p | 0.007 0.170 -0.030 0.276 -0.161 -0.215 0.069 -0.042 0.001 -0.001 0.131 1.000 -0.041 0.109 0.018 0.006 -0.002 -0.053 -0.008 0.145 -0.007 0.022 0.029 0.022 | -| phi_s | -0.022 -0.145 0.916 -0.004 -0.013 0.008 -0.103 -0.008 -0.020 0.000 -0.035 -0.041 1.000 -0.002 -0.000 -0.040 -0.084 0.181 -0.002 -0.010 0.006 -0.007 0.001 -0.011 | -| jpsi_p | 0.451 0.002 -0.009 0.398 0.079 -0.101 -0.036 0.066 0.002 0.001 0.188 0.109 -0.002 1.000 0.010 0.020 -0.020 0.077 0.017 0.302 0.001 0.102 0.018 -0.041 | -| DDstar_s | 0.004 0.021 -0.000 0.008 0.011 -0.003 -0.002 0.002 -0.000 -0.000 0.005 0.018 -0.000 0.010 1.000 0.014 0.001 -0.003 0.001 -0.000 -0.002 -0.022 -0.001 0.001 | -| p4415_s | -0.075 0.340 -0.028 0.082 -0.117 -0.247 0.065 0.024 0.001 0.003 0.040 0.006 -0.040 0.020 0.014 1.000 0.004 -0.068 0.017 0.053 -0.138 -0.088 0.012 0.018 | -| omega_s | -0.012 0.035 -0.115 -0.007 -0.005 -0.002 -0.120 -0.001 -0.186 -0.000 -0.005 -0.002 -0.084 -0.020 0.001 0.004 1.000 -0.460 -0.000 -0.010 -0.000 0.100 0.001 -0.106 | -| rho_s | -0.033 -0.289 0.223 -0.004 0.004 0.020 -0.099 -0.020 -0.034 0.001 -0.043 -0.053 0.181 0.077 -0.003 -0.068 -0.460 1.000 -0.002 -0.001 0.009 -0.196 -0.001 0.184 | -| p4160_s | 0.006 0.019 -0.001 0.023 0.001 -0.016 0.003 -0.006 0.000 -0.003 0.005 -0.008 -0.002 0.017 0.001 0.017 -0.000 -0.002 1.000 0.016 -0.003 -0.003 0.002 0.000 | -| p3770_p | 0.450 0.089 -0.004 0.222 0.197 -0.147 0.033 -0.047 0.001 0.000 -0.101 0.145 -0.010 0.302 -0.000 0.053 -0.010 -0.001 0.016 1.000 -0.005 0.047 0.016 0.029 | -| p4415_p | 0.009 -0.036 0.004 -0.009 0.018 0.035 -0.010 -0.007 -0.000 -0.000 -0.007 -0.007 0.006 0.001 -0.002 -0.138 -0.000 0.009 -0.003 -0.005 1.000 0.005 -0.002 -0.003 | -| bplus_1 | 0.134 -0.053 -0.021 0.083 0.111 0.084 -0.140 -0.047 -0.006 -0.000 0.019 0.022 -0.007 0.102 -0.022 -0.088 0.100 -0.196 -0.003 0.047 0.005 1.000 -0.012 -0.934 | -| Dbar_s | 0.015 -0.005 0.001 -0.004 0.021 -0.018 -0.002 0.008 -0.000 -0.000 0.030 0.029 0.001 0.018 -0.001 0.012 0.001 -0.001 0.002 0.016 -0.002 -0.012 1.000 0.003 | -| bplus_0 | 0.036 -0.091 0.008 0.018 0.002 0.011 0.201 -0.013 0.007 -0.000 0.041 0.022 -0.011 -0.041 0.001 0.018 -0.106 0.184 0.000 0.029 -0.003 -0.934 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.27580478158744093}), (, {'error': 0.05222412486217731}), (, {'error': 0.4680505044996943}), (, {'error': 0.2574198088235997}), (, {'error': 0.03241811351538182}), (, {'error': 0.15478428420686113}), (, {'error': 0.3737801611270877}), (, {'error': 0.14179235480408503}), (, {'error': 0.18569294555504712}), (, {'error': 0.008019557921609799}), (, {'error': 0.21629931135770653}), (, {'error': 0.13933959823679265}), (, {'error': 1.9695688156403932}), (, {'error': 0.031632519089989763}), (, {'error': 0.010692867268549483}), (, {'error': 0.19516536260700218}), (, {'error': 0.9297562123945462}), (, {'error': 0.31017409946174296}), (, {'error': 0.02163005520703437}), (, {'error': 0.09659076454799598}), (, {'error': 0.10404488007550716}), (, {'error': 0.0318756611881813}), (, {'error': 0.015330005007990255}), (, {'error': 0.016731809454472613})]) -Toy 5/25 -Time taken: 32 min, 9 s -Projected time left: 2 h, 8 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1319 (1319 total) | -| EDM = 0.000142 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297238.59832321893 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.19 | 0.09 | | | -2 | 2 | | -| 2 | phi_p | -0.58 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.865 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.005 | 0.045 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.13 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.83 | 0.19 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.69 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.15 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.653 | 0.025 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 16| omega_s | 8.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.16 | 0.14 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.76 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.91 | 0.07 | | | -2 | 2 | | -| 22| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.031 0.012 -0.201 -0.199 -0.008 0.035 -0.392 0.006 -0.117 -0.140 0.013 -0.030 0.076 0.025 -0.012 -0.017 0.068 -0.104 0.278 0.003 -0.038 0.057 -0.103 | -| bplus_2 | 0.031 1.000 -0.011 0.213 -0.051 0.011 -0.269 -0.715 -0.044 0.088 0.116 -0.001 0.085 -0.134 0.004 -0.017 -0.046 -0.032 -0.268 0.097 0.003 -0.069 0.002 -0.127 | -| phi_p | 0.012 -0.011 1.000 0.013 -0.000 -0.000 0.080 -0.005 -0.036 -0.000 0.002 -0.000 0.494 -0.021 0.001 0.000 -0.050 0.044 0.006 -0.000 -0.000 0.035 0.002 -0.046 | -| DDstar_p | -0.201 0.213 0.013 1.000 0.044 0.017 -0.013 0.046 -0.001 0.214 0.218 -0.005 -0.012 0.231 0.056 0.001 -0.028 0.075 -0.053 0.231 0.004 -0.137 -0.016 -0.107 | -| psi2s_p | -0.199 -0.051 -0.000 0.044 1.000 -0.015 0.006 0.260 -0.002 -0.112 -0.434 0.012 -0.008 -0.027 0.050 -0.004 -0.006 0.009 -0.030 0.001 -0.000 0.035 0.042 -0.023 | -| p4040_s | -0.008 0.011 -0.000 0.017 -0.015 1.000 -0.002 -0.031 -0.000 0.027 -0.002 -0.405 0.001 -0.004 0.004 0.001 -0.000 -0.001 0.036 0.018 -0.000 -0.001 0.003 -0.000 | -| rho_p | 0.035 -0.269 0.080 -0.013 0.006 -0.002 1.000 0.098 0.070 -0.014 0.008 -0.001 0.093 -0.086 -0.000 0.004 0.210 0.304 0.084 -0.012 -0.001 -0.102 0.004 0.097 | -| Ctt | -0.392 -0.715 -0.005 0.046 0.260 -0.031 0.098 1.000 0.015 -0.259 -0.172 0.009 -0.036 0.276 -0.016 0.002 0.019 -0.009 0.317 -0.185 -0.007 0.061 -0.012 0.089 | -| omega_p | 0.006 -0.044 -0.036 -0.001 -0.002 -0.000 0.070 0.015 1.000 -0.005 -0.000 -0.000 0.006 -0.034 0.001 0.001 0.760 0.167 0.015 -0.005 -0.000 -0.004 0.001 0.001 | -| p4160_p | -0.117 0.088 -0.000 0.214 -0.112 0.027 -0.014 -0.259 -0.005 1.000 0.092 0.001 0.002 -0.015 0.079 0.019 -0.006 0.001 -0.108 0.151 -0.003 0.002 0.043 -0.015 | -| p3770_s | -0.140 0.116 0.002 0.218 -0.434 -0.002 0.008 -0.172 -0.000 0.092 1.000 -0.001 -0.009 -0.024 0.044 0.003 -0.005 0.012 0.029 -0.188 0.000 -0.035 0.043 -0.022 | -| p4040_p | 0.013 -0.001 -0.000 -0.005 0.012 -0.405 -0.001 0.009 -0.000 0.001 -0.001 1.000 0.001 0.005 -0.003 -0.000 0.000 -0.000 -0.023 -0.007 0.000 -0.003 -0.001 0.002 | -| phi_s | -0.030 0.085 0.494 -0.012 -0.008 0.001 0.093 -0.036 0.006 0.002 -0.009 0.001 1.000 0.011 0.001 -0.002 0.027 0.037 -0.037 -0.003 0.001 -0.069 -0.001 0.074 | -| jpsi_p | 0.076 -0.134 -0.021 0.231 -0.027 -0.004 -0.086 0.276 -0.034 -0.015 -0.024 0.005 0.011 1.000 0.099 0.001 -0.033 -0.029 0.006 0.064 0.001 -0.081 0.086 0.070 | -| DDstar_s | 0.025 0.004 0.001 0.056 0.050 0.004 -0.000 -0.016 0.001 0.079 0.044 -0.003 0.001 0.099 1.000 0.004 0.001 -0.001 0.009 0.043 -0.000 -0.006 -0.004 0.004 | -| p4415_s | -0.012 -0.017 0.000 0.001 -0.004 0.001 0.004 0.002 0.001 0.019 0.003 -0.000 -0.002 0.001 0.004 1.000 0.000 0.001 -0.018 0.003 -0.024 0.006 0.001 -0.000 | -| omega_s | -0.017 -0.046 -0.050 -0.028 -0.006 -0.000 0.210 0.019 0.760 -0.006 -0.005 0.000 0.027 -0.033 0.001 0.000 1.000 -0.098 0.007 -0.011 0.000 -0.107 0.000 0.119 | -| rho_s | 0.068 -0.032 0.044 0.075 0.009 -0.001 0.304 -0.009 0.167 0.001 0.012 -0.000 0.037 -0.029 -0.001 0.001 -0.098 1.000 0.029 0.012 -0.001 0.238 0.003 -0.286 | -| p4160_s | -0.104 -0.268 0.006 -0.053 -0.030 0.036 0.084 0.317 0.015 -0.108 0.029 -0.023 -0.037 0.006 0.009 -0.018 0.007 0.029 1.000 -0.069 -0.007 0.042 -0.006 -0.018 | -| p3770_p | 0.278 0.097 -0.000 0.231 0.001 0.018 -0.012 -0.185 -0.005 0.151 -0.188 -0.007 -0.003 0.064 0.043 0.003 -0.011 0.012 -0.069 1.000 0.003 -0.109 0.071 0.003 | -| p4415_p | 0.003 0.003 -0.000 0.004 -0.000 -0.000 -0.001 -0.007 -0.000 -0.003 0.000 0.000 0.001 0.001 -0.000 -0.024 0.000 -0.001 -0.007 0.003 1.000 -0.001 -0.000 0.001 | -| bplus_1 | -0.038 -0.069 0.035 -0.137 0.035 -0.001 -0.102 0.061 -0.004 0.002 -0.035 -0.003 -0.069 -0.081 -0.006 0.006 -0.107 0.238 0.042 -0.109 -0.001 1.000 -0.005 -0.934 | -| Dbar_s | 0.057 0.002 0.002 -0.016 0.042 0.003 0.004 -0.012 0.001 0.043 0.043 -0.001 -0.001 0.086 -0.004 0.001 0.000 0.003 -0.006 0.071 -0.000 -0.005 1.000 -0.003 | -| bplus_0 | -0.103 -0.127 -0.046 -0.107 -0.023 -0.000 0.097 0.089 0.001 -0.015 -0.022 0.002 0.074 0.070 0.004 -0.000 0.119 -0.286 -0.018 0.003 0.001 -0.934 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3480628189489732}), (, {'error': 0.09137143624391464}), (, {'error': 0.18678937803234907}), (, {'error': 0.3399075449594182}), (, {'error': 0.03070752718831926}), (, {'error': 0.045429165091642576}), (, {'error': 0.2782501777572657}), (, {'error': 0.1944503301059568}), (, {'error': 0.34275262931238704}), (, {'error': 0.08958272987784222}), (, {'error': 0.23595699248766455}), (, {'error': 8.86725956991949}), (, {'error': 0.9634998829970556}), (, {'error': 0.024550366275089885}), (, {'error': 0.039518145470153254}), (, {'error': 0.038118978286533864}), (, {'error': 1.2862715817888937}), (, {'error': 0.34233506441240236}), (, {'error': 0.14425927488751578}), (, {'error': 0.1022521404555512}), (, {'error': 0.12689472028072002}), (, {'error': 0.06864211014859922}), (, {'error': 0.03578091110464987}), (, {'error': 0.03590597210979529})]) -Toy 6/25 -Time taken: 39 min, 21 s -Projected time left: 2 h, 4 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=783 (794 total) | -| EDM = 4.21 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297076.9533671731 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 5.96 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.34 | 0.07 | | | -2 | 2 | | -| 2 | phi_p | 6.27 | 0.03 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.03 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.963 | 0.019 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.028 | 1.995 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 6.18 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -1.499 | 0.010 | | | -1.5 | 1.5 | | -| 8 | omega_p | -5.93 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.004 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.44 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.8 | 8.0 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.7 | 0.4 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -3.000E-1 | 0.014E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.87 | 0.24 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.72 | 0.25 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 0.52 | 0.09 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 0.717 | 0.005 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.837 | 0.020 | | | -2 | 2 | | -| 22| Dbar_s | 2.985E-1 | 0.031E-1 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.439 | 0.009 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.777 -0.004 0.646 -0.108 -0.800 -0.030 -0.541 -0.022 -0.261 -0.727 0.798 0.094 0.747 -0.149 0.741 0.009 -0.056 0.165 0.709 -0.101 -0.753 -0.044 -0.742 | -| bplus_2 | 0.777 1.000 -0.004 0.808 -0.151 -0.948 -0.027 -0.632 -0.019 -0.310 -0.864 0.945 0.097 0.811 -0.180 0.891 0.009 -0.064 0.198 0.780 -0.120 -0.932 -0.048 -0.922 | -| phi_p | -0.004 -0.004 1.000 -0.004 0.001 0.005 0.000 0.003 0.001 0.001 0.004 -0.005 0.011 -0.004 0.001 -0.004 -0.000 0.000 -0.001 -0.004 0.001 0.005 0.000 0.005 | -| DDstar_p | 0.646 0.808 -0.004 1.000 -0.057 -0.853 -0.031 -0.575 -0.022 -0.279 -0.765 0.851 0.099 0.791 -0.161 0.801 0.010 -0.062 0.181 0.727 -0.107 -0.823 -0.044 -0.812 | -| psi2s_p | -0.108 -0.151 0.001 -0.057 1.000 0.162 0.007 0.111 0.006 0.055 0.088 -0.162 -0.025 -0.130 0.036 -0.159 -0.003 0.014 -0.034 -0.110 0.022 0.179 0.003 0.178 | -| p4040_s | -0.800 -0.948 0.005 -0.853 0.162 1.000 0.038 0.677 0.028 0.327 0.922 -0.997 -0.118 -0.868 0.190 -0.931 -0.012 0.072 -0.206 -0.819 0.127 0.969 0.053 0.958 | -| rho_p | -0.030 -0.027 0.000 -0.031 0.007 0.038 1.000 0.025 -0.025 0.012 0.035 -0.037 0.001 -0.037 0.007 -0.035 0.010 0.032 -0.008 -0.032 0.005 0.039 0.002 0.038 | -| Ctt | -0.541 -0.632 0.003 -0.575 0.111 0.677 0.025 1.000 0.018 0.221 0.620 -0.675 -0.079 -0.582 0.128 -0.630 -0.008 0.048 -0.140 -0.558 0.085 0.654 0.035 0.647 | -| omega_p | -0.022 -0.019 0.001 -0.022 0.006 0.028 -0.025 0.018 1.000 0.009 0.026 -0.028 0.000 -0.029 0.006 -0.026 0.142 0.064 -0.006 -0.024 0.004 0.030 0.001 0.028 | -| p4160_p | -0.261 -0.310 0.001 -0.279 0.055 0.327 0.012 0.221 0.009 1.000 0.302 -0.326 -0.039 -0.284 0.062 -0.304 -0.004 0.023 -0.070 -0.268 0.042 0.316 0.017 0.313 | -| p3770_s | -0.727 -0.864 0.004 -0.765 0.088 0.922 0.035 0.620 0.026 0.302 1.000 -0.919 -0.110 -0.791 0.175 -0.858 -0.011 0.066 -0.190 -0.769 0.117 0.896 0.047 0.886 | -| p4040_p | 0.798 0.945 -0.005 0.851 -0.162 -0.997 -0.037 -0.675 -0.028 -0.326 -0.919 1.000 0.118 0.866 -0.189 0.929 0.012 -0.071 0.205 0.817 -0.127 -0.966 -0.053 -0.955 | -| phi_s | 0.094 0.097 0.011 0.099 -0.025 -0.118 0.001 -0.079 0.000 -0.039 -0.110 0.118 1.000 0.108 -0.023 0.109 0.004 -0.009 0.024 0.098 -0.015 -0.119 -0.006 -0.119 | -| jpsi_p | 0.747 0.811 -0.004 0.791 -0.130 -0.868 -0.037 -0.582 -0.029 -0.284 -0.791 0.866 0.108 1.000 -0.165 0.811 0.010 -0.062 0.181 0.721 -0.110 -0.849 -0.046 -0.841 | -| DDstar_s | -0.149 -0.180 0.001 -0.161 0.036 0.190 0.007 0.128 0.006 0.062 0.175 -0.189 -0.023 -0.165 1.000 -0.176 -0.002 0.013 -0.039 -0.157 0.024 0.181 0.010 0.179 | -| p4415_s | 0.741 0.891 -0.004 0.801 -0.159 -0.931 -0.035 -0.630 -0.026 -0.304 -0.858 0.929 0.109 0.811 -0.176 1.000 0.011 -0.066 0.193 0.767 -0.124 -0.901 -0.050 -0.890 | -| omega_s | 0.009 0.009 -0.000 0.010 -0.003 -0.012 0.010 -0.008 0.142 -0.004 -0.011 0.012 0.004 0.010 -0.002 0.011 1.000 -0.030 0.002 0.010 -0.001 -0.012 -0.001 -0.011 | -| rho_s | -0.056 -0.064 0.000 -0.062 0.014 0.072 0.032 0.048 0.064 0.023 0.066 -0.071 -0.009 -0.062 0.013 -0.066 -0.030 1.000 -0.015 -0.059 0.009 0.072 0.004 0.076 | -| p4160_s | 0.165 0.198 -0.001 0.181 -0.034 -0.206 -0.008 -0.140 -0.006 -0.070 -0.190 0.205 0.024 0.181 -0.039 0.193 0.002 -0.015 1.000 0.171 -0.027 -0.200 -0.011 -0.198 | -| p3770_p | 0.709 0.780 -0.004 0.727 -0.110 -0.819 -0.032 -0.558 -0.024 -0.268 -0.769 0.817 0.098 0.721 -0.157 0.767 0.010 -0.059 0.171 1.000 -0.104 -0.795 -0.044 -0.785 | -| p4415_p | -0.101 -0.120 0.001 -0.107 0.022 0.127 0.005 0.085 0.004 0.042 0.117 -0.127 -0.015 -0.110 0.024 -0.124 -0.001 0.009 -0.027 -0.104 1.000 0.122 0.007 0.120 | -| bplus_1 | -0.753 -0.932 0.005 -0.823 0.179 0.969 0.039 0.654 0.030 0.316 0.896 -0.966 -0.119 -0.849 0.181 -0.901 -0.012 0.072 -0.200 -0.795 0.122 1.000 0.053 0.903 | -| Dbar_s | -0.044 -0.048 0.000 -0.044 0.003 0.053 0.002 0.035 0.001 0.017 0.047 -0.053 -0.006 -0.046 0.010 -0.050 -0.001 0.004 -0.011 -0.044 0.007 0.053 1.000 0.052 | -| bplus_0 | -0.742 -0.922 0.005 -0.812 0.178 0.958 0.038 0.647 0.028 0.313 0.886 -0.955 -0.119 -0.841 0.179 -0.890 -0.011 0.076 -0.198 -0.785 0.120 0.903 0.052 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17234170089034961}), (, {'error': 0.0733859185008191}), (, {'error': 0.03235932383269269}), (, {'error': 0.2554941931281214}), (, {'error': 0.0187405754908756}), (, {'error': 1.9951391503626736}), (, {'error': 0.10864477956823748}), (, {'error': 0.010319202512490189}), (, {'error': 0.13611246046668368}), (, {'error': 0.004112310342813341}), (, {'error': 0.2401121700485085}), (, {'error': 7.997357158898858}), (, {'error': 0.37051261697625115}), (, {'error': 0.03312426839486182}), (, {'error': 0.0013615418164226456}), (, {'error': 0.2355383017870457}), (, {'error': 0.24613954670114868}), (, {'error': 0.08886133921855116}), (, {'error': 0.005369408812808507}), (, {'error': 0.10424126278575696}), (, {'error': 0.008867219040449292}), (, {'error': 0.01980404257409507}), (, {'error': 0.0030781646056251555}), (, {'error': 0.009048439438002598})]) -Toy 7/25 -Time taken: 45 min, 2 s -Projected time left: 1 h, 55 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1541 (1541 total) | -| EDM = 4.13E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297244.2384035786 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 2 | phi_p | 5.84 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 6.11 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.71 | 0.21 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6 | 10 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.32 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.13 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.644 | 0.025 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.18 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_s | 8.5 | 1.2 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -1.80 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.90 | 0.07 | | | -2 | 2 | | -| 22| Dbar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.47 | 0.03 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.077 0.007 -0.230 -0.046 -0.116 0.012 -0.380 0.001 0.002 -0.074 -0.081 -0.020 0.221 -0.012 -0.004 -0.022 0.057 -0.091 0.342 -0.091 -0.069 0.041 -0.079 | -| bplus_2 | 0.077 1.000 -0.002 0.248 -0.064 -0.130 -0.223 -0.658 0.057 -0.030 0.046 -0.000 0.095 -0.248 0.026 -0.008 -0.042 0.033 -0.164 0.041 -0.243 -0.079 0.009 -0.149 | -| phi_p | 0.007 -0.002 1.000 0.003 -0.002 0.003 0.063 -0.005 -0.001 -0.004 -0.001 -0.002 0.507 -0.022 0.001 0.003 -0.026 0.049 0.003 -0.003 -0.001 0.028 0.001 -0.036 | -| DDstar_p | -0.230 0.248 0.003 1.000 -0.202 -0.166 -0.023 0.036 0.017 -0.149 -0.020 -0.081 -0.012 -0.284 0.054 -0.065 -0.042 0.090 -0.103 0.049 -0.208 -0.128 0.013 -0.126 | -| psi2s_p | -0.046 -0.064 -0.002 -0.202 1.000 -0.001 0.002 0.206 0.000 -0.095 -0.434 -0.173 -0.002 0.032 0.014 0.014 0.001 -0.009 -0.048 0.018 -0.034 0.043 0.033 0.007 | -| p4040_s | -0.116 -0.130 0.003 -0.166 -0.001 1.000 0.042 0.327 -0.010 -0.469 0.109 -0.165 -0.027 0.031 -0.011 0.148 -0.001 0.014 0.093 -0.143 -0.174 0.050 -0.010 -0.036 | -| rho_p | 0.012 -0.223 0.063 -0.023 0.002 0.042 1.000 0.086 -0.065 -0.003 0.016 0.003 0.077 -0.057 -0.002 0.023 0.243 0.171 0.054 -0.009 0.038 -0.074 0.001 0.076 | -| Ctt | -0.380 -0.658 -0.005 0.036 0.206 0.327 0.086 1.000 -0.018 -0.347 -0.141 -0.267 -0.048 0.229 -0.007 0.223 0.007 -0.008 0.257 -0.220 -0.056 0.072 -0.012 0.046 | -| omega_p | 0.001 0.057 -0.001 0.017 0.000 -0.010 -0.065 -0.018 1.000 -0.001 -0.003 -0.002 -0.033 0.027 0.001 -0.004 -0.679 0.044 -0.012 0.005 -0.012 0.034 -0.001 -0.038 | -| p4160_p | 0.002 -0.030 -0.004 -0.149 -0.095 -0.469 -0.003 -0.347 -0.001 1.000 -0.001 0.255 0.008 -0.020 0.044 0.001 0.013 -0.036 -0.103 0.145 0.326 0.053 0.039 0.045 | -| p3770_s | -0.074 0.046 -0.001 -0.020 -0.434 0.109 0.016 -0.141 -0.003 -0.001 1.000 -0.036 -0.012 -0.067 0.034 0.009 0.002 -0.004 0.025 -0.244 0.017 -0.006 0.040 -0.001 | -| p4040_p | -0.081 -0.000 -0.002 -0.081 -0.173 -0.165 0.003 -0.267 -0.002 0.255 -0.036 1.000 0.001 -0.075 0.028 0.026 0.007 -0.020 0.308 0.134 0.179 0.049 0.028 0.014 | -| phi_s | -0.020 0.095 0.507 -0.012 -0.002 -0.027 0.077 -0.048 -0.033 0.008 -0.012 0.001 1.000 0.017 -0.001 -0.019 0.046 0.021 -0.034 0.001 -0.014 -0.069 -0.001 0.075 | -| jpsi_p | 0.221 -0.248 -0.022 -0.284 0.032 0.031 -0.057 0.229 0.027 -0.020 -0.067 -0.075 0.017 1.000 0.046 0.011 -0.008 -0.049 0.011 0.012 0.048 -0.019 0.066 0.125 | -| DDstar_s | -0.012 0.026 0.001 0.054 0.014 -0.011 -0.002 -0.007 0.001 0.044 0.034 0.028 -0.001 0.046 1.000 -0.008 -0.004 0.009 -0.003 0.038 0.013 -0.018 -0.002 -0.010 | -| p4415_s | -0.004 -0.008 0.003 -0.065 0.014 0.148 0.023 0.223 -0.004 0.001 0.009 0.026 -0.019 0.011 -0.008 1.000 -0.009 0.027 0.287 -0.060 -0.100 -0.016 -0.003 -0.044 | -| omega_s | -0.022 -0.042 -0.026 -0.042 0.001 -0.001 0.243 0.007 -0.679 0.013 0.002 0.007 0.046 -0.008 -0.004 -0.009 1.000 -0.304 -0.001 -0.004 0.015 -0.133 -0.001 0.153 | -| rho_s | 0.057 0.033 0.049 0.090 -0.009 0.014 0.171 -0.008 0.044 -0.036 -0.004 -0.020 0.021 -0.049 0.009 0.027 -0.304 1.000 0.017 -0.001 -0.028 0.275 0.003 -0.333 | -| p4160_s | -0.091 -0.164 0.003 -0.103 -0.048 0.093 0.054 0.257 -0.012 -0.103 0.025 0.308 -0.034 0.011 -0.003 0.287 -0.001 0.017 1.000 -0.056 -0.183 0.034 -0.004 -0.031 | -| p3770_p | 0.342 0.041 -0.003 0.049 0.018 -0.143 -0.009 -0.220 0.005 0.145 -0.244 0.134 0.001 0.012 0.038 -0.060 -0.004 -0.001 -0.056 1.000 0.043 -0.089 0.060 0.031 | -| p4415_p | -0.091 -0.243 -0.001 -0.208 -0.034 -0.174 0.038 -0.056 -0.012 0.326 0.017 0.179 -0.014 0.048 0.013 -0.100 0.015 -0.028 -0.183 0.043 1.000 0.110 0.011 0.030 | -| bplus_1 | -0.069 -0.079 0.028 -0.128 0.043 0.050 -0.074 0.072 0.034 0.053 -0.006 0.049 -0.069 -0.019 -0.018 -0.016 -0.133 0.275 0.034 -0.089 0.110 1.000 -0.008 -0.920 | -| Dbar_s | 0.041 0.009 0.001 0.013 0.033 -0.010 0.001 -0.012 -0.001 0.039 0.040 0.028 -0.001 0.066 -0.002 -0.003 -0.001 0.003 -0.004 0.060 0.011 -0.008 1.000 -0.004 | -| bplus_0 | -0.079 -0.149 -0.036 -0.126 0.007 -0.036 0.076 0.046 -0.038 0.045 -0.001 0.014 0.075 0.125 -0.010 -0.044 0.153 -0.333 -0.031 0.031 0.030 -0.920 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.36949558223088097}), (, {'error': 0.09345425822640796}), (, {'error': 0.18475899303165644}), (, {'error': 0.35347219198837543}), (, {'error': 0.03167340745740521}), (, {'error': 0.16971266804131652}), (, {'error': 0.26741655024971056}), (, {'error': 0.21277786439571755}), (, {'error': 10.25454727140731}), (, {'error': 0.09694647427539849}), (, {'error': 0.22117216632739156}), (, {'error': 0.18616230818773616}), (, {'error': 0.9876007029627729}), (, {'error': 0.02505090021092915}), (, {'error': 0.030222495804529848}), (, {'error': 0.18863283820204074}), (, {'error': 1.189938533686996}), (, {'error': 0.3302085046586298}), (, {'error': 0.16836296437771936}), (, {'error': 0.09933331186634664}), (, {'error': 0.18739950569716912}), (, {'error': 0.06594590934418987}), (, {'error': 0.02661458699560093}), (, {'error': 0.03488302651239428})]) -Toy 8/25 -Time taken: 53 min, 11 s -Projected time left: 1 h, 52 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.008E+05 | Ncalls=534 (545 total) | -| EDM = 7.07E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300810.26279605523 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -2.045 | 0.024 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -1.238 | 0.002 | | | -2 | 2 | | -| 2 | phi_p | -0.339E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.497 | 0.005 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 0.6 | 6.3 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.272 | 0.000 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.369E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | 0.411 | 0.003 | | | -1.5 | 1.5 | | -| 8 | omega_p | 1.795E-1 | 0.030E-1 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.554 | 0.003 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 1.641 | 0.001 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 0.437E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 1.846E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.586 | 0.007 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.811E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.428 | 0.000 | | |0.126447 | 2.35355 | | -| 16| omega_s | 0.695E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 0.966E-1 | 0.002E-1 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.284 | 0.001 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -3.924 | 0.010 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -2.741 | 0.003 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.478 | 0.005 | | | -2 | 2 | | -| 22| Dbar_s | -2.876E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.340 | 0.005 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.893 0.084 0.879 -0.992 0.099 0.002 -0.963 -0.087 0.717 0.606 0.201 -0.017 0.964 0.538 -0.125 0.002 -0.016 -0.081 -0.963 0.050 -0.988 -0.388 -0.990 | -| bplus_2 | -0.893 1.000 -0.076 -0.797 0.900 -0.090 -0.002 0.873 0.079 -0.650 -0.549 -0.182 0.015 -0.874 -0.488 0.113 -0.002 0.015 0.073 0.873 -0.045 0.896 0.352 0.898 | -| phi_p | 0.084 -0.076 1.000 0.075 -0.085 0.008 0.000 -0.082 -0.007 0.061 0.052 0.017 -0.001 0.083 0.046 -0.011 0.000 -0.001 -0.007 -0.083 0.004 -0.085 -0.033 -0.085 | -| DDstar_p | 0.879 -0.797 0.075 1.000 -0.886 0.088 0.002 -0.860 -0.078 0.640 0.541 0.179 -0.015 0.861 0.480 -0.112 0.002 -0.014 -0.072 -0.860 0.044 -0.882 -0.347 -0.884 | -| psi2s_p | -0.992 0.900 -0.085 -0.886 1.000 -0.099 -0.002 0.971 0.088 -0.722 -0.611 -0.202 0.017 -0.971 -0.542 0.126 -0.002 0.016 0.081 0.971 -0.050 0.996 0.391 0.998 | -| p4040_s | 0.099 -0.090 0.008 0.088 -0.099 1.000 0.000 -0.097 -0.009 0.072 0.061 0.020 -0.002 0.097 0.054 -0.013 0.000 -0.002 -0.008 -0.097 0.005 -0.099 -0.039 -0.099 | -| rho_p | 0.002 -0.002 0.000 0.002 -0.002 0.000 1.000 -0.002 -0.000 0.001 0.001 0.000 -0.000 0.002 0.001 -0.000 0.000 -0.000 -0.000 -0.002 0.000 -0.002 -0.001 -0.002 | -| Ctt | -0.963 0.873 -0.082 -0.860 0.971 -0.097 -0.002 1.000 0.085 -0.701 -0.593 -0.196 0.017 -0.943 -0.526 0.122 -0.002 0.016 0.079 0.942 -0.048 0.967 0.380 0.969 | -| omega_p | -0.087 0.079 -0.007 -0.078 0.088 -0.009 -0.000 0.085 1.000 -0.063 -0.054 -0.018 0.001 -0.085 -0.048 0.011 -0.000 0.001 0.007 0.085 -0.004 0.087 0.034 0.087 | -| p4160_p | 0.717 -0.650 0.061 0.640 -0.722 0.072 0.001 -0.701 -0.063 1.000 0.441 0.146 -0.012 0.702 0.392 -0.091 0.001 -0.012 -0.059 -0.701 0.036 -0.719 -0.283 -0.721 | -| p3770_s | 0.606 -0.549 0.052 0.541 -0.611 0.061 0.001 -0.593 -0.054 0.441 1.000 0.123 -0.010 0.593 0.331 -0.077 0.001 -0.010 -0.050 -0.593 0.030 -0.608 -0.239 -0.609 | -| p4040_p | 0.201 -0.182 0.017 0.179 -0.202 0.020 0.000 -0.196 -0.018 0.146 0.123 1.000 -0.003 0.196 0.110 -0.025 0.000 -0.003 -0.016 -0.196 0.010 -0.201 -0.079 -0.202 | -| phi_s | -0.017 0.015 -0.001 -0.015 0.017 -0.002 -0.000 0.017 0.001 -0.012 -0.010 -0.003 1.000 -0.017 -0.009 0.002 -0.000 0.000 0.001 0.017 -0.001 0.017 0.007 0.017 | -| jpsi_p | 0.964 -0.874 0.083 0.861 -0.971 0.097 0.002 -0.943 -0.085 0.702 0.593 0.196 -0.017 1.000 0.527 -0.122 0.002 -0.016 -0.079 -0.943 0.048 -0.968 -0.380 -0.970 | -| DDstar_s | 0.538 -0.488 0.046 0.480 -0.542 0.054 0.001 -0.526 -0.048 0.392 0.331 0.110 -0.009 0.527 1.000 -0.068 0.001 -0.009 -0.044 -0.526 0.027 -0.540 -0.212 -0.541 | -| p4415_s | -0.125 0.113 -0.011 -0.112 0.126 -0.013 -0.000 0.122 0.011 -0.091 -0.077 -0.025 0.002 -0.122 -0.068 1.000 -0.000 0.002 0.010 0.122 -0.006 0.125 0.049 0.126 | -| omega_s | 0.002 -0.002 0.000 0.002 -0.002 0.000 0.000 -0.002 -0.000 0.001 0.001 0.000 -0.000 0.002 0.001 -0.000 1.000 -0.000 -0.000 -0.002 0.000 -0.002 -0.001 -0.002 | -| rho_s | -0.016 0.015 -0.001 -0.014 0.016 -0.002 -0.000 0.016 0.001 -0.012 -0.010 -0.003 0.000 -0.016 -0.009 0.002 -0.000 1.000 0.001 0.016 -0.001 0.016 0.006 0.016 | -| p4160_s | -0.081 0.073 -0.007 -0.072 0.081 -0.008 -0.000 0.079 0.007 -0.059 -0.050 -0.016 0.001 -0.079 -0.044 0.010 -0.000 0.001 1.000 0.079 -0.004 0.081 0.032 0.081 | -| p3770_p | -0.963 0.873 -0.083 -0.860 0.971 -0.097 -0.002 0.942 0.085 -0.701 -0.593 -0.196 0.017 -0.943 -0.526 0.122 -0.002 0.016 0.079 1.000 -0.048 0.967 0.380 0.969 | -| p4415_p | 0.050 -0.045 0.004 0.044 -0.050 0.005 0.000 -0.048 -0.004 0.036 0.030 0.010 -0.001 0.048 0.027 -0.006 0.000 -0.001 -0.004 -0.048 1.000 -0.050 -0.020 -0.050 | -| bplus_1 | -0.988 0.896 -0.085 -0.882 0.996 -0.099 -0.002 0.967 0.087 -0.719 -0.608 -0.201 0.017 -0.968 -0.540 0.125 -0.002 0.016 0.081 0.967 -0.050 1.000 0.390 0.994 | -| Dbar_s | -0.388 0.352 -0.033 -0.347 0.391 -0.039 -0.001 0.380 0.034 -0.283 -0.239 -0.079 0.007 -0.380 -0.212 0.049 -0.001 0.006 0.032 0.380 -0.020 0.390 1.000 0.390 | -| bplus_0 | -0.990 0.898 -0.085 -0.884 0.998 -0.099 -0.002 0.969 0.087 -0.721 -0.609 -0.202 0.017 -0.970 -0.541 0.126 -0.002 0.016 0.081 0.969 -0.050 0.994 0.390 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.023688261180487835}), (, {'error': 0.0016565445388456723}), (, {'error': 0.0026560320854709385}), (, {'error': 0.005312973362223694}), (, {'error': 6.335007684607895}), (, {'error': 0.000469419836991225}), (, {'error': 0.0024496043132766765}), (, {'error': 0.002895022873459774}), (, {'error': 0.0030044651040270764}), (, {'error': 0.0032198725062739797}), (, {'error': 0.0008087261421285685}), (, {'error': 0.0021207739475883614}), (, {'error': 0.0020806184772794722}), (, {'error': 0.006541174997194865}), (, {'error': 0.00016544673857943337}), (, {'error': 0.00037047050995342445}), (, {'error': 0.0012541735110738195}), (, {'error': 0.00018097604509702964}), (, {'error': 0.0007152524482034739}), (, {'error': 0.00986479076184188}), (, {'error': 0.0027006657486496888}), (, {'error': 0.004665013822926833}), (, {'error': 4.4743818724130024e-05}), (, {'error': 0.004599141181722777})]) -Toy 9/25 -Time taken: 57 min, 45 s -Projected time left: 1 h, 42 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1359 (1359 total) | -| EDM = 0.0115 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297190.32132527523 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 2.6 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.27 | 0.10 | | | -2 | 2 | | -| 2 | phi_p | -5.48 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -5.0 | 1.2 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.68 | 0.20 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 6.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.73 | 0.20 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.15 | 0.34 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.10 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.40 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.70 | 0.28 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.29 | 0.13 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.126 | 0.028 | | |0.126447 | 2.35355 | | -| 16| omega_s | 6.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.02 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.54 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.89 | 0.06 | | | -2 | 2 | | -| 22| Dbar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.478 | 0.018 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.077 0.008 0.499 0.473 0.027 0.027 -0.282 0.034 0.477 0.357 0.295 -0.019 0.766 -0.228 0.015 0.044 -0.094 0.040 0.354 -0.015 -0.246 -0.075 -0.062 | -| bplus_2 | 0.077 1.000 -0.031 0.523 0.255 0.402 0.150 0.627 0.060 -0.037 -0.149 0.076 -0.100 0.103 -0.206 0.022 0.063 -0.142 0.393 -0.268 -0.021 -0.552 -0.161 -0.204 | -| phi_p | 0.008 -0.031 1.000 0.002 0.000 -0.007 -0.181 -0.007 -0.070 0.003 -0.003 -0.003 0.582 -0.007 0.001 -0.000 -0.096 0.014 -0.011 0.006 0.000 -0.008 0.003 0.003 | -| DDstar_p | 0.499 0.523 0.002 1.000 0.505 0.483 0.019 -0.033 0.076 0.208 -0.017 0.255 -0.010 0.639 -0.356 0.027 0.130 -0.301 0.388 -0.318 -0.035 -0.809 -0.268 -0.302 | -| psi2s_p | 0.473 0.255 0.000 0.505 1.000 0.202 0.023 0.113 0.035 0.128 -0.214 0.020 -0.019 0.466 -0.158 0.011 0.054 -0.127 0.097 0.057 -0.016 -0.359 -0.008 -0.118 | -| p4040_s | 0.027 0.402 -0.007 0.483 0.202 1.000 0.037 0.347 0.039 -0.387 -0.031 -0.125 -0.026 0.145 -0.171 0.001 0.059 -0.137 0.163 -0.359 -0.016 -0.414 -0.138 -0.140 | -| rho_p | 0.027 0.150 -0.181 0.019 0.023 0.037 1.000 0.065 0.082 -0.001 0.019 0.016 -0.100 0.021 -0.009 0.002 0.204 0.138 0.050 -0.005 -0.002 0.009 -0.008 -0.031 | -| Ctt | -0.282 0.627 -0.007 -0.033 0.113 0.347 0.065 1.000 0.003 -0.454 -0.280 -0.292 -0.036 -0.371 0.006 -0.007 -0.011 0.015 0.223 -0.187 -0.007 -0.100 0.121 -0.020 | -| omega_p | 0.034 0.060 -0.070 0.076 0.035 0.039 0.082 0.003 1.000 0.014 -0.004 0.020 -0.002 0.038 -0.027 0.002 0.734 -0.135 0.033 -0.030 -0.003 -0.036 -0.015 -0.070 | -| p4160_p | 0.477 -0.037 0.003 0.208 0.128 -0.387 -0.001 -0.454 0.014 1.000 0.197 0.264 -0.005 0.417 -0.013 0.021 0.022 -0.053 -0.083 0.279 -0.012 -0.127 0.082 -0.029 | -| p3770_s | 0.357 -0.149 -0.003 -0.017 -0.214 -0.031 0.019 -0.280 -0.004 0.197 1.000 0.082 -0.024 0.266 0.036 0.001 -0.017 0.038 -0.060 0.102 0.001 0.088 0.167 0.089 | -| p4040_p | 0.295 0.076 -0.003 0.255 0.020 -0.125 0.016 -0.292 0.020 0.264 0.082 1.000 -0.018 0.285 -0.050 0.012 0.028 -0.067 0.369 0.148 -0.014 -0.191 0.063 -0.045 | -| phi_s | -0.019 -0.100 0.582 -0.010 -0.019 -0.026 -0.100 -0.036 -0.002 -0.005 -0.024 -0.018 1.000 -0.036 0.006 -0.001 -0.002 -0.050 -0.037 -0.001 0.001 0.013 0.006 -0.022 | -| jpsi_p | 0.766 0.103 -0.007 0.639 0.466 0.145 0.021 -0.371 0.038 0.417 0.266 0.285 -0.036 1.000 -0.188 0.019 0.060 -0.154 0.112 0.085 -0.019 -0.405 -0.045 -0.110 | -| DDstar_s | -0.228 -0.206 0.001 -0.356 -0.158 -0.171 -0.009 0.006 -0.027 -0.013 0.036 -0.050 0.006 -0.188 1.000 -0.008 -0.047 0.109 -0.125 0.115 0.012 0.297 0.078 0.109 | -| p4415_s | 0.015 0.022 -0.000 0.027 0.011 0.001 0.002 -0.007 0.002 0.021 0.001 0.012 -0.001 0.019 -0.008 1.000 0.004 -0.008 -0.003 -0.003 -0.017 -0.025 -0.003 -0.008 | -| omega_s | 0.044 0.063 -0.096 0.130 0.054 0.059 0.204 -0.011 0.734 0.022 -0.017 0.028 -0.002 0.060 -0.047 0.004 1.000 -0.392 0.044 -0.056 -0.004 -0.062 -0.026 -0.131 | -| rho_s | -0.094 -0.142 0.014 -0.301 -0.127 -0.137 0.138 0.015 -0.135 -0.053 0.038 -0.067 -0.050 -0.154 0.109 -0.008 -0.392 1.000 -0.104 0.129 0.009 0.158 0.064 0.296 | -| p4160_s | 0.040 0.393 -0.011 0.388 0.097 0.163 0.050 0.223 0.033 -0.083 -0.060 0.369 -0.037 0.112 -0.125 -0.003 0.044 -0.104 1.000 -0.203 -0.021 -0.350 -0.078 -0.093 | -| p3770_p | 0.354 -0.268 0.006 -0.318 0.057 -0.359 -0.005 -0.187 -0.030 0.279 0.102 0.148 -0.001 0.085 0.115 -0.003 -0.056 0.129 -0.203 1.000 0.012 0.342 0.111 0.160 | -| p4415_p | -0.015 -0.021 0.000 -0.035 -0.016 -0.016 -0.002 -0.007 -0.003 -0.012 0.001 -0.014 0.001 -0.019 0.012 -0.017 -0.004 0.009 -0.021 0.012 1.000 0.027 0.007 0.009 | -| bplus_1 | -0.246 -0.552 -0.008 -0.809 -0.359 -0.414 0.009 -0.100 -0.036 -0.127 0.088 -0.191 0.013 -0.405 0.297 -0.025 -0.062 0.158 -0.350 0.342 0.027 1.000 0.186 -0.227 | -| Dbar_s | -0.075 -0.161 0.003 -0.268 -0.008 -0.138 -0.008 0.121 -0.015 0.082 0.167 0.063 0.006 -0.045 0.078 -0.003 -0.026 0.064 -0.078 0.111 0.007 0.186 1.000 0.066 | -| bplus_0 | -0.062 -0.204 0.003 -0.302 -0.118 -0.140 -0.031 -0.020 -0.070 -0.029 0.089 -0.045 -0.022 -0.110 0.109 -0.008 -0.131 0.296 -0.093 0.160 0.009 -0.227 0.066 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5669146261855218}), (, {'error': 0.09683303752052508}), (, {'error': 0.17251680591670082}), (, {'error': 1.2123873721290668}), (, {'error': 0.03868702601132412}), (, {'error': 0.20332167650169353}), (, {'error': 0.2625015352654554}), (, {'error': 0.19684672993486313}), (, {'error': 0.33880646196417086}), (, {'error': 0.12143260416223756}), (, {'error': 0.24150718791506587}), (, {'error': 0.2809153321365443}), (, {'error': 0.9706665772818148}), (, {'error': 0.04347299612232103}), (, {'error': 0.12798322402468254}), (, {'error': 0.028085510030178937}), (, {'error': 1.3108271743089839}), (, {'error': 0.347092138444202}), (, {'error': 0.17355937150478362}), (, {'error': 0.15908630253308287}), (, {'error': 0.19842617971236898}), (, {'error': 0.05839165051908357}), (, {'error': 0.39530257074810343}), (, {'error': 0.018478813300091934})]) -Toy 10/25 -Time taken: 1 h, 5 min -Projected time left: 1 h, 37 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1941 (1941 total) | -| EDM = 0.000135 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297219.0270780253 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 6.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.25 | 0.05 | | | -2 | 2 | | -| 2 | phi_p | 0.48 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.97 | 0.20 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 6.26 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.19 | 0.11 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.82 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.24 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.50 | 0.21 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.47 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.62 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.29 | 0.45 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.14 | 0.17 | | |0.126447 | 2.35355 | | -| 16| omega_s | 7.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.40 | 0.26 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.53 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 4.14 | 0.24 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.969 | 0.019 | | | -2 | 2 | | -| 22| Dbar_s | 0.12 | 0.13 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.508 | 0.010 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.092 -0.018 0.663 -0.489 -0.549 -0.010 0.297 -0.008 -0.513 -0.275 -0.439 -0.010 -0.585 0.714 -0.330 -0.023 0.092 -0.496 0.232 -0.535 0.599 -0.635 0.586 | -| bplus_2 | 0.092 1.000 0.003 0.144 -0.152 -0.127 0.050 0.418 -0.000 -0.107 -0.089 -0.093 -0.062 -0.175 0.162 -0.127 -0.039 0.022 -0.076 0.054 -0.057 0.032 -0.079 0.037 | -| phi_p | -0.018 0.003 1.000 -0.029 0.023 0.023 -0.034 -0.006 0.012 0.025 0.017 0.021 0.646 0.023 -0.030 0.014 -0.031 -0.015 0.021 -0.003 0.024 -0.025 0.028 -0.024 | -| DDstar_p | 0.663 0.144 -0.029 1.000 -0.645 -0.567 -0.010 0.257 -0.015 -0.748 -0.481 -0.615 -0.020 -0.758 0.795 -0.283 -0.029 0.088 -0.507 0.007 -0.644 0.566 -0.677 0.558 | -| psi2s_p | -0.489 -0.152 0.023 -0.645 1.000 0.579 0.012 -0.175 0.011 0.630 0.285 0.502 0.010 0.741 -0.779 0.334 0.025 -0.098 0.495 -0.061 0.588 -0.629 0.656 -0.616 | -| p4040_s | -0.549 -0.127 0.023 -0.567 0.579 1.000 0.014 -0.149 0.012 0.475 0.446 0.457 0.008 0.683 -0.750 0.362 0.023 -0.094 0.457 -0.130 0.516 -0.594 0.658 -0.581 | -| rho_p | -0.010 0.050 -0.034 -0.010 0.012 0.014 1.000 -0.005 -0.015 0.013 0.012 0.014 -0.010 0.016 -0.016 0.008 0.022 0.083 0.016 -0.005 0.016 -0.005 0.014 -0.007 | -| Ctt | 0.297 0.418 -0.006 0.257 -0.175 -0.149 -0.005 1.000 -0.005 -0.394 -0.230 -0.324 -0.002 -0.397 0.373 -0.020 -0.013 0.048 -0.137 0.018 -0.299 0.290 -0.427 0.288 | -| omega_p | -0.008 -0.000 0.012 -0.015 0.011 0.012 -0.015 -0.005 1.000 0.012 0.008 0.010 0.025 0.011 -0.015 0.007 0.619 0.269 0.010 -0.002 0.012 -0.012 0.014 -0.007 | -| p4160_p | -0.513 -0.107 0.025 -0.748 0.630 0.475 0.013 -0.394 0.012 1.000 0.455 0.606 0.012 0.773 -0.811 0.367 0.027 -0.105 0.499 -0.006 0.702 -0.670 0.683 -0.655 | -| p3770_s | -0.275 -0.089 0.017 -0.481 0.285 0.446 0.012 -0.230 0.008 0.455 1.000 0.371 0.001 0.522 -0.523 0.226 0.014 -0.068 0.365 -0.189 0.421 -0.408 0.400 -0.395 | -| p4040_p | -0.439 -0.093 0.021 -0.615 0.502 0.457 0.014 -0.324 0.010 0.606 0.371 1.000 0.006 0.655 -0.697 0.332 0.021 -0.090 0.604 0.004 0.576 -0.571 0.563 -0.556 | -| phi_s | -0.010 -0.062 0.646 -0.020 0.010 0.008 -0.010 -0.002 0.025 0.012 0.001 0.006 1.000 0.003 -0.017 0.005 0.008 -0.027 0.003 0.001 0.008 -0.021 0.014 -0.023 | -| jpsi_p | -0.585 -0.175 0.023 -0.758 0.741 0.683 0.016 -0.397 0.011 0.773 0.522 0.655 0.003 1.000 -0.916 0.383 0.025 -0.118 0.603 -0.098 0.713 -0.737 0.788 -0.720 | -| DDstar_s | 0.714 0.162 -0.030 0.795 -0.779 -0.750 -0.016 0.373 -0.015 -0.811 -0.523 -0.697 -0.017 -0.916 1.000 -0.445 -0.035 0.129 -0.675 0.128 -0.771 0.829 -0.891 0.813 | -| p4415_s | -0.330 -0.127 0.014 -0.283 0.334 0.362 0.008 -0.020 0.007 0.367 0.226 0.332 0.005 0.383 -0.445 1.000 0.014 -0.052 0.421 -0.099 0.301 -0.315 0.397 -0.309 | -| omega_s | -0.023 -0.039 -0.031 -0.029 0.025 0.023 0.022 -0.013 0.619 0.027 0.014 0.021 0.008 0.025 -0.035 0.014 1.000 -0.117 0.019 -0.004 0.024 -0.033 0.029 -0.036 | -| rho_s | 0.092 0.022 -0.015 0.088 -0.098 -0.094 0.083 0.048 0.269 -0.105 -0.068 -0.090 -0.027 -0.118 0.129 -0.052 -0.117 1.000 -0.084 0.019 -0.100 0.113 -0.107 0.145 | -| p4160_s | -0.496 -0.076 0.021 -0.507 0.495 0.457 0.016 -0.137 0.010 0.499 0.365 0.604 0.003 0.603 -0.675 0.421 0.019 -0.084 1.000 -0.097 0.447 -0.527 0.580 -0.512 | -| p3770_p | 0.232 0.054 -0.003 0.007 -0.061 -0.130 -0.005 0.018 -0.002 -0.006 -0.189 0.004 0.001 -0.098 0.128 -0.099 -0.004 0.019 -0.097 1.000 -0.057 0.135 -0.072 0.136 | -| p4415_p | -0.535 -0.057 0.024 -0.644 0.588 0.516 0.016 -0.299 0.012 0.702 0.421 0.576 0.008 0.713 -0.771 0.301 0.024 -0.100 0.447 -0.057 1.000 -0.644 0.653 -0.628 | -| bplus_1 | 0.599 0.032 -0.025 0.566 -0.629 -0.594 -0.005 0.290 -0.012 -0.670 -0.408 -0.571 -0.021 -0.737 0.829 -0.315 -0.033 0.113 -0.527 0.135 -0.644 1.000 -0.686 0.564 | -| Dbar_s | -0.635 -0.079 0.028 -0.677 0.656 0.658 0.014 -0.427 0.014 0.683 0.400 0.563 0.014 0.788 -0.891 0.397 0.029 -0.107 0.580 -0.072 0.653 -0.686 1.000 -0.672 | -| bplus_0 | 0.586 0.037 -0.024 0.558 -0.616 -0.581 -0.007 0.288 -0.007 -0.655 -0.395 -0.556 -0.023 -0.720 0.813 -0.309 -0.036 0.145 -0.512 0.136 -0.628 0.564 -0.672 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.8168202902813064}), (, {'error': 0.04666236317129413}), (, {'error': 0.20934871075646955}), (, {'error': 0.36498595303359815}), (, {'error': 0.0413303069689821}), (, {'error': 0.19574670336614775}), (, {'error': 0.31124205268349936}), (, {'error': 0.11055245008173287}), (, {'error': 0.23021400112414891}), (, {'error': 0.12066447222358523}), (, {'error': 0.2132416901341312}), (, {'error': 0.21021694500684962}), (, {'error': 0.8982235906392706}), (, {'error': 0.05161985920718992}), (, {'error': 0.44603794994631785}), (, {'error': 0.1664023604815577}), (, {'error': 1.0064900278386082}), (, {'error': 0.26062539937732165}), (, {'error': 0.16956961720127595}), (, {'error': 0.09950255629250737}), (, {'error': 0.23821625841393512}), (, {'error': 0.018910708475456284}), (, {'error': 0.1278550930352137}), (, {'error': 0.009548786704982604})]) -Toy 11/25 -Time taken: 1 h, 14 min -Projected time left: 1 h, 35 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1675 (1675 total) | -| EDM = 5.74E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297282.4655709664 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.36 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 0.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.005 | 0.025 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 6.06 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.62 | 0.18 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.75 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.95 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.62 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.44 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_s | 8.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.30 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.71 | 0.11 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 4.09 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.77 | 0.04 | | | -2 | 2 | | -| 22| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.445 | 0.019 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.055 -0.000 0.032 -0.065 -0.005 -0.004 0.018 -0.003 -0.058 -0.094 0.002 0.002 -0.107 -0.008 0.000 0.000 -0.009 0.037 -0.149 -0.001 -0.050 0.026 -0.007 | -| bplus_2 | 0.055 1.000 0.004 0.138 0.127 -0.001 0.230 0.701 -0.021 0.110 -0.032 -0.005 -0.093 -0.082 0.135 -0.097 -0.036 0.005 0.201 -0.007 0.265 -0.219 -0.001 -0.065 | -| phi_p | -0.000 0.004 1.000 0.005 0.000 0.000 0.060 -0.002 0.021 0.002 -0.001 -0.000 0.499 -0.004 0.002 -0.001 0.005 0.014 0.000 -0.003 0.003 0.003 -0.000 -0.006 | -| DDstar_p | 0.032 0.138 0.005 1.000 0.502 0.017 -0.042 -0.170 -0.022 0.678 0.220 -0.028 0.008 0.748 0.299 -0.176 0.018 -0.138 0.082 -0.082 0.636 -0.614 -0.198 -0.042 | -| psi2s_p | -0.065 0.127 0.000 0.502 1.000 0.000 -0.004 0.127 -0.013 0.247 -0.257 -0.006 -0.008 0.384 0.107 -0.033 0.002 -0.058 0.059 0.009 0.273 -0.294 -0.031 -0.008 | -| p4040_s | -0.005 -0.001 0.000 0.017 0.000 1.000 -0.002 -0.024 -0.001 0.029 0.000 -0.264 0.000 0.016 -0.001 -0.008 0.000 -0.003 0.016 0.010 0.020 -0.013 -0.002 -0.000 | -| rho_p | -0.004 0.230 0.060 -0.042 -0.004 -0.002 1.000 0.113 -0.011 -0.019 0.007 -0.000 0.087 -0.036 -0.013 0.013 0.013 0.249 0.064 -0.012 0.021 0.050 -0.006 -0.017 | -| Ctt | 0.018 0.701 -0.002 -0.170 0.127 -0.024 0.113 1.000 0.002 -0.292 -0.228 0.010 -0.047 -0.400 -0.002 0.226 -0.020 0.050 0.347 -0.051 -0.050 -0.009 0.189 0.019 | -| omega_p | -0.003 -0.021 0.021 -0.022 -0.013 -0.001 -0.011 0.002 1.000 -0.018 -0.007 0.001 0.037 -0.026 -0.013 0.009 0.738 0.359 -0.000 0.001 -0.017 -0.029 0.001 0.064 | -| p4160_p | -0.058 0.110 0.002 0.678 0.247 0.029 -0.019 -0.292 -0.018 1.000 0.188 -0.017 -0.004 0.554 0.104 -0.138 0.007 -0.093 -0.066 0.064 0.572 -0.450 -0.086 -0.009 | -| p3770_s | -0.094 -0.032 -0.001 0.220 -0.257 0.000 0.007 -0.228 -0.007 0.188 1.000 -0.007 -0.013 0.244 -0.030 -0.036 -0.004 -0.020 0.050 -0.230 0.163 -0.131 0.011 0.041 | -| p4040_p | 0.002 -0.005 -0.000 -0.028 -0.006 -0.264 -0.000 0.010 0.001 -0.017 -0.007 1.000 0.001 -0.021 -0.006 0.001 -0.000 0.003 -0.018 -0.005 -0.020 0.018 0.002 -0.000 | -| phi_s | 0.002 -0.093 0.499 0.008 -0.008 0.000 0.087 -0.047 0.037 -0.004 -0.013 0.001 1.000 -0.011 0.003 -0.004 0.051 0.011 -0.031 -0.001 -0.018 0.017 0.005 -0.030 | -| jpsi_p | -0.107 -0.082 -0.004 0.748 0.384 0.016 -0.036 -0.400 -0.026 0.554 0.244 -0.021 -0.011 1.000 0.126 -0.170 -0.003 -0.097 -0.023 -0.045 0.457 -0.411 -0.147 0.002 | -| DDstar_s | -0.008 0.135 0.002 0.299 0.107 -0.001 -0.013 -0.002 -0.013 0.104 -0.030 -0.006 0.003 0.126 1.000 -0.048 0.006 -0.061 0.055 -0.150 0.170 -0.299 -0.070 -0.020 | -| p4415_s | 0.000 -0.097 -0.001 -0.176 -0.033 -0.008 0.013 0.226 0.009 -0.138 -0.036 0.001 -0.004 -0.170 -0.048 1.000 -0.005 0.044 0.330 -0.049 -0.214 0.206 -0.003 0.026 | -| omega_s | 0.000 -0.036 0.005 0.018 0.002 0.000 0.013 -0.020 0.738 0.007 -0.004 -0.000 0.051 -0.003 0.006 -0.005 1.000 -0.031 -0.012 -0.003 0.001 0.001 0.001 -0.019 | -| rho_s | -0.009 0.005 0.014 -0.138 -0.058 -0.003 0.249 0.050 0.359 -0.093 -0.020 0.003 0.011 -0.097 -0.061 0.044 -0.031 1.000 0.022 0.013 -0.075 -0.071 0.005 0.246 | -| p4160_s | 0.037 0.201 0.000 0.082 0.059 0.016 0.064 0.347 -0.000 -0.066 0.050 -0.018 -0.031 -0.023 0.055 0.330 -0.012 0.022 1.000 -0.058 -0.079 -0.027 -0.000 0.047 | -| p3770_p | -0.149 -0.007 -0.003 -0.082 0.009 0.010 -0.012 -0.051 0.001 0.064 -0.230 -0.005 -0.001 -0.045 -0.150 -0.049 -0.003 0.013 -0.058 1.000 0.009 0.031 -0.100 0.029 | -| p4415_p | -0.001 0.265 0.003 0.636 0.273 0.020 0.021 -0.050 -0.017 0.572 0.163 -0.020 -0.018 0.457 0.170 -0.214 0.001 -0.075 -0.079 0.009 1.000 -0.437 -0.067 0.000 | -| bplus_1 | -0.050 -0.219 0.003 -0.614 -0.294 -0.013 0.050 -0.009 -0.029 -0.450 -0.131 0.018 0.017 -0.411 -0.299 0.206 0.001 -0.071 -0.027 0.031 -0.437 1.000 0.031 -0.697 | -| Dbar_s | 0.026 -0.001 -0.000 -0.198 -0.031 -0.002 -0.006 0.189 0.001 -0.086 0.011 0.002 0.005 -0.147 -0.070 -0.003 0.001 0.005 -0.000 -0.100 -0.067 0.031 1.000 -0.008 | -| bplus_0 | -0.007 -0.065 -0.006 -0.042 -0.008 -0.000 -0.017 0.019 0.064 -0.009 0.041 -0.000 -0.030 0.002 -0.020 0.026 -0.019 0.246 0.047 0.029 0.000 -0.697 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2673054656722611}), (, {'error': 0.0804545770866485}), (, {'error': 0.35410189598710273}), (, {'error': 0.7625176299495298}), (, {'error': 0.03558859936776848}), (, {'error': 0.0252636722781973}), (, {'error': 0.29685584654215624}), (, {'error': 0.18474215065024469}), (, {'error': 0.30219098927977317}), (, {'error': 0.1172911813819133}), (, {'error': 0.23243382559307246}), (, {'error': 8.517759241584049}), (, {'error': 0.9172708113979464}), (, {'error': 0.03806290577991067}), (, {'error': 0.11179050885807762}), (, {'error': 0.19606235601019184}), (, {'error': 1.3283495682092954}), (, {'error': 0.3337312516476537}), (, {'error': 0.15923059348485058}), (, {'error': 0.11128834245537056}), (, {'error': 0.188704338653511}), (, {'error': 0.04239843775936103}), (, {'error': 0.3805029915436886}), (, {'error': 0.019053384434859044})]) -Toy 12/25 -Time taken: 1 h, 23 min -Projected time left: 1 h, 30 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1465 (1465 total) | -| EDM = 0.0119 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297131.02159937663 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.39 | 0.04 | | | -2 | 2 | | -| 2 | phi_p | -6.02 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 2.2 | 8.3 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.10 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 5.80 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.45 | 0.06 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.67 | 0.20 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.42 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.2 | 0.6 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 1.68 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.008 | 0.433 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.42 | 0.15 | | |0.126447 | 2.35355 | | -| 16| omega_s | 7.0 | 0.5 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.42 | 0.18 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.77 | 0.07 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -1.93 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.857 | 0.015 | | | -2 | 2 | | -| 22| Dbar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.480 | 0.008 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.646 -0.088 -0.955 -0.829 -0.829 -0.243 0.061 0.055 -0.757 -0.680 -0.770 -0.001 -0.887 -0.955 -0.667 -0.046 0.108 -0.785 0.121 -0.778 0.885 0.652 0.880 | -| bplus_2 | 0.646 1.000 -0.051 -0.703 -0.631 -0.611 -0.102 0.180 0.031 -0.550 -0.511 -0.567 -0.026 -0.664 -0.704 -0.501 -0.042 0.060 -0.567 0.085 -0.549 0.629 0.447 0.624 | -| phi_p | -0.088 -0.051 1.000 0.094 0.084 0.082 0.012 -0.007 -0.016 0.077 0.071 0.078 0.441 0.088 0.094 0.066 -0.017 0.005 0.078 -0.012 0.078 -0.085 -0.063 -0.084 | -| DDstar_p | -0.955 -0.703 0.094 1.000 0.885 0.868 0.260 -0.017 -0.058 0.814 0.744 0.829 0.001 0.945 0.995 0.694 0.049 -0.115 0.823 -0.109 0.825 -0.936 -0.678 -0.931 | -| psi2s_p | -0.829 -0.631 0.084 0.885 1.000 0.766 0.233 0.030 -0.052 0.715 0.608 0.717 -0.001 0.846 0.885 0.609 0.043 -0.103 0.719 -0.092 0.726 -0.825 -0.605 -0.821 | -| p4040_s | -0.829 -0.611 0.082 0.868 0.766 1.000 0.228 0.045 -0.051 0.657 0.668 0.706 -0.000 0.823 0.869 0.600 0.042 -0.100 0.687 -0.093 0.697 -0.800 -0.578 -0.797 | -| rho_p | -0.243 -0.102 0.012 0.260 0.233 0.228 1.000 -0.031 0.036 0.214 0.197 0.219 0.024 0.249 0.260 0.179 0.114 0.085 0.216 -0.035 0.218 -0.223 -0.166 -0.221 | -| Ctt | 0.061 0.180 -0.007 -0.017 0.030 0.045 -0.031 1.000 0.005 -0.080 -0.046 -0.061 0.008 -0.052 -0.017 0.075 -0.001 0.010 0.041 -0.027 -0.035 0.013 0.039 0.017 | -| omega_p | 0.055 0.031 -0.016 -0.058 -0.052 -0.051 0.036 0.005 1.000 -0.048 -0.044 -0.049 -0.013 -0.055 -0.058 -0.040 -0.202 -0.019 -0.048 0.007 -0.049 0.052 0.038 0.052 | -| p4160_p | -0.757 -0.550 0.077 0.814 0.715 0.657 0.214 -0.080 -0.048 1.000 0.604 0.663 -0.001 0.773 0.813 0.606 0.040 -0.095 0.659 -0.060 0.695 -0.772 -0.562 -0.767 | -| p3770_s | -0.680 -0.511 0.071 0.744 0.608 0.668 0.197 -0.046 -0.044 0.604 1.000 0.608 -0.002 0.712 0.743 0.521 0.035 -0.089 0.621 -0.159 0.617 -0.692 -0.511 -0.687 | -| p4040_p | -0.770 -0.567 0.078 0.829 0.717 0.706 0.219 -0.061 -0.049 0.663 0.608 1.000 -0.001 0.785 0.828 0.594 0.040 -0.097 0.731 -0.057 0.693 -0.778 -0.561 -0.773 | -| phi_s | -0.001 -0.026 0.441 0.001 -0.001 -0.000 0.024 0.008 -0.013 -0.001 -0.002 -0.001 1.000 -0.004 0.001 0.000 0.004 -0.010 -0.001 0.000 -0.001 -0.006 -0.004 -0.007 | -| jpsi_p | -0.887 -0.664 0.088 0.945 0.846 0.823 0.249 -0.052 -0.055 0.773 0.712 0.785 -0.004 1.000 0.945 0.651 0.045 -0.111 0.776 -0.103 0.782 -0.880 -0.649 -0.876 | -| DDstar_s | -0.955 -0.704 0.094 0.995 0.885 0.869 0.260 -0.017 -0.058 0.813 0.743 0.828 0.001 0.945 1.000 0.695 0.049 -0.115 0.824 -0.110 0.824 -0.937 -0.679 -0.933 | -| p4415_s | -0.667 -0.501 0.066 0.694 0.609 0.600 0.179 0.075 -0.040 0.606 0.521 0.594 0.000 0.651 0.695 1.000 0.033 -0.079 0.592 -0.078 0.568 -0.622 -0.452 -0.620 | -| omega_s | -0.046 -0.042 -0.017 0.049 0.043 0.042 0.114 -0.001 -0.202 0.040 0.035 0.040 0.004 0.045 0.049 0.033 1.000 -0.206 0.040 -0.006 0.040 -0.047 -0.033 -0.048 | -| rho_s | 0.108 0.060 0.005 -0.115 -0.103 -0.100 0.085 0.010 -0.019 -0.095 -0.089 -0.097 -0.010 -0.111 -0.115 -0.079 -0.206 1.000 -0.095 0.012 -0.096 0.106 0.073 0.115 | -| p4160_s | -0.785 -0.567 0.078 0.823 0.719 0.687 0.216 0.041 -0.048 0.659 0.621 0.731 -0.001 0.776 0.824 0.592 0.040 -0.095 1.000 -0.084 0.646 -0.754 -0.540 -0.750 | -| p3770_p | 0.121 0.085 -0.012 -0.109 -0.092 -0.093 -0.035 -0.027 0.007 -0.060 -0.159 -0.057 0.000 -0.103 -0.110 -0.078 -0.006 0.012 -0.084 1.000 -0.072 0.095 -0.003 0.096 | -| p4415_p | -0.778 -0.549 0.078 0.825 0.726 0.697 0.218 -0.035 -0.049 0.695 0.617 0.693 -0.001 0.782 0.824 0.568 0.040 -0.096 0.646 -0.072 1.000 -0.776 -0.555 -0.771 | -| bplus_1 | 0.885 0.629 -0.085 -0.936 -0.825 -0.800 -0.223 0.013 0.052 -0.772 -0.692 -0.778 -0.006 -0.880 -0.937 -0.622 -0.047 0.106 -0.754 0.095 -0.776 1.000 0.605 0.840 | -| Dbar_s | 0.652 0.447 -0.063 -0.678 -0.605 -0.578 -0.166 0.039 0.038 -0.562 -0.511 -0.561 -0.004 -0.649 -0.679 -0.452 -0.033 0.073 -0.540 -0.003 -0.555 0.605 1.000 0.603 | -| bplus_0 | 0.880 0.624 -0.084 -0.931 -0.821 -0.797 -0.221 0.017 0.052 -0.767 -0.687 -0.773 -0.007 -0.876 -0.933 -0.620 -0.048 0.115 -0.750 0.096 -0.771 0.840 0.603 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4106844439547115}), (, {'error': 0.03800998220909768}), (, {'error': 0.14780284480414085}), (, {'error': 8.300885745173725}), (, {'error': 0.03978146752015821}), (, {'error': 0.1832951712468458}), (, {'error': 0.15951163762260911}), (, {'error': 0.06387082517330495}), (, {'error': 0.1482399929060234}), (, {'error': 0.09779764738023644}), (, {'error': 0.19576549773030316}), (, {'error': 0.16768166523860994}), (, {'error': 0.6024998165817497}), (, {'error': 0.04524877979046771}), (, {'error': 0.4328723570669677}), (, {'error': 0.15031677305036506}), (, {'error': 0.5447209354726352}), (, {'error': 0.17737008559615397}), (, {'error': 0.16019885636579467}), (, {'error': 0.06919046429124531}), (, {'error': 0.1620110764100242}), (, {'error': 0.015283715910950124}), (, {'error': 0.06959849556951889}), (, {'error': 0.008322762939784178})]) -Toy 13/25 -Time taken: 1 h, 32 min -Projected time left: 1 h, 24 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1341 (1341 total) | -| EDM = 0.000468 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297006.07819181855 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -1.06 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.36 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | 6.25 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 5.05 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.899 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.03 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.42 | 0.22 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.25 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.03 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.96 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 17.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.669 | 0.027 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.30 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_s | 6.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.58 | 0.11 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -1.96 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.79 | 0.04 | | | -2 | 2 | | -| 22| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.430 | 0.017 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.093 0.000 -0.085 0.046 -0.106 -0.004 -0.302 0.003 0.076 0.037 0.002 -0.011 0.302 0.003 -0.003 -0.022 0.052 -0.093 0.378 -0.051 0.201 0.018 0.021 | -| bplus_2 | -0.093 1.000 -0.002 -0.260 -0.012 0.113 0.032 0.699 -0.006 -0.066 -0.135 -0.071 -0.130 0.134 0.005 -0.024 -0.085 0.047 0.143 -0.103 0.186 -0.298 0.004 -0.033 | -| phi_p | 0.000 -0.002 1.000 0.000 -0.001 -0.000 0.002 -0.002 -0.003 -0.001 -0.001 -0.001 0.245 -0.006 0.000 0.000 -0.014 0.011 -0.000 -0.001 -0.001 -0.001 0.000 0.003 | -| DDstar_p | -0.085 -0.260 0.000 1.000 -0.003 -0.138 -0.010 -0.104 0.006 0.188 0.161 0.114 0.009 0.168 0.031 -0.058 -0.017 0.068 -0.099 0.247 -0.012 0.395 0.003 -0.009 | -| psi2s_p | 0.046 -0.012 -0.001 -0.003 1.000 -0.037 -0.002 0.161 0.002 -0.128 -0.449 -0.223 -0.002 -0.002 0.028 0.002 -0.005 0.011 -0.092 0.057 -0.108 0.050 0.027 -0.007 | -| p4040_s | -0.106 0.113 -0.000 -0.138 -0.037 1.000 0.004 0.346 0.000 -0.555 0.074 -0.224 -0.030 -0.036 0.006 0.160 -0.024 0.028 0.079 -0.163 -0.247 -0.006 0.001 0.030 | -| rho_p | -0.004 0.032 0.002 -0.010 -0.002 0.004 1.000 0.010 -0.006 -0.001 -0.001 -0.000 0.012 -0.013 0.000 0.000 0.086 -0.042 0.005 -0.006 0.005 0.027 0.000 -0.039 | -| Ctt | -0.302 0.699 -0.002 -0.104 0.161 0.346 0.010 1.000 0.000 -0.395 -0.230 -0.312 -0.057 0.206 -0.003 0.227 -0.045 0.037 0.263 -0.235 -0.079 -0.189 0.007 0.007 | -| omega_p | 0.003 -0.006 -0.003 0.006 0.002 0.000 -0.006 0.000 1.000 0.001 0.002 0.001 -0.017 0.009 -0.000 0.001 -0.305 0.073 0.001 0.004 -0.001 -0.017 -0.000 0.024 | -| p4160_p | 0.076 -0.066 -0.001 0.188 -0.128 -0.555 -0.001 -0.395 0.001 1.000 0.022 0.215 0.001 -0.008 0.040 -0.042 0.001 0.001 -0.184 0.228 0.301 0.000 0.025 0.014 | -| p3770_s | 0.037 -0.135 -0.001 0.161 -0.449 0.074 -0.001 -0.230 0.002 0.022 1.000 -0.021 -0.015 -0.027 0.026 -0.004 -0.015 0.029 -0.008 -0.163 -0.008 0.084 0.028 0.048 | -| p4040_p | 0.002 -0.071 -0.001 0.114 -0.223 -0.224 -0.000 -0.312 0.001 0.215 -0.021 1.000 -0.007 -0.076 0.030 0.012 -0.005 0.007 0.280 0.186 0.139 0.007 0.024 0.023 | -| phi_s | -0.011 -0.130 0.245 0.009 -0.002 -0.030 0.012 -0.057 -0.017 0.001 -0.015 -0.007 1.000 0.026 -0.000 -0.015 0.032 -0.015 -0.038 0.003 -0.027 0.029 -0.000 -0.035 | -| jpsi_p | 0.302 0.134 -0.006 0.168 -0.002 -0.036 -0.013 0.206 0.009 -0.008 -0.027 -0.076 0.026 1.000 0.056 -0.020 0.006 0.006 -0.048 0.115 -0.013 0.104 0.043 -0.074 | -| DDstar_s | 0.003 0.005 0.000 0.031 0.028 0.006 0.000 -0.003 -0.000 0.040 0.026 0.030 -0.000 0.056 1.000 0.001 -0.000 -0.000 0.008 0.021 0.032 -0.004 -0.001 0.000 | -| p4415_s | -0.003 -0.024 0.000 -0.058 0.002 0.160 0.000 0.227 0.001 -0.042 -0.004 0.012 -0.015 -0.020 0.001 1.000 -0.017 0.031 0.298 -0.071 -0.138 0.094 -0.000 0.022 | -| omega_s | -0.022 -0.085 -0.014 -0.017 -0.005 -0.024 0.086 -0.045 -0.305 0.001 -0.015 -0.005 0.032 0.006 -0.000 -0.017 1.000 -0.416 -0.030 -0.008 -0.017 0.063 -0.000 -0.097 | -| rho_s | 0.052 0.047 0.011 0.068 0.011 0.028 -0.042 0.037 0.073 0.001 0.029 0.007 -0.015 0.006 -0.000 0.031 -0.416 1.000 0.037 0.031 0.010 -0.187 -0.000 0.299 | -| p4160_s | -0.093 0.143 -0.000 -0.099 -0.092 0.079 0.005 0.263 0.001 -0.184 -0.008 0.280 -0.038 -0.048 0.008 0.298 -0.030 0.037 1.000 -0.079 -0.222 -0.017 0.004 0.045 | -| p3770_p | 0.378 -0.103 -0.001 0.247 0.057 -0.163 -0.006 -0.235 0.004 0.228 -0.163 0.186 0.003 0.115 0.021 -0.071 -0.008 0.031 -0.079 1.000 0.077 0.138 0.027 0.022 | -| p4415_p | -0.051 0.186 -0.001 -0.012 -0.108 -0.247 0.005 -0.079 -0.001 0.301 -0.008 0.139 -0.027 -0.013 0.032 -0.138 -0.017 0.010 -0.222 0.077 1.000 -0.122 0.017 0.030 | -| bplus_1 | 0.201 -0.298 -0.001 0.395 0.050 -0.006 0.027 -0.189 -0.017 0.000 0.084 0.007 0.029 0.104 -0.004 0.094 0.063 -0.187 -0.017 0.138 -0.122 1.000 -0.003 -0.822 | -| Dbar_s | 0.018 0.004 0.000 0.003 0.027 0.001 0.000 0.007 -0.000 0.025 0.028 0.024 -0.000 0.043 -0.001 -0.000 -0.000 -0.000 0.004 0.027 0.017 -0.003 1.000 0.001 | -| bplus_0 | 0.021 -0.033 0.003 -0.009 -0.007 0.030 -0.039 0.007 0.024 0.014 0.048 0.023 -0.035 -0.074 0.000 0.022 -0.097 0.299 0.045 0.022 0.030 -0.822 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3073216480776986}), (, {'error': 0.0770904976489889}), (, {'error': 0.2816973130680722}), (, {'error': 0.31093735097001307}), (, {'error': 0.03144393123080125}), (, {'error': 0.16872170710661183}), (, {'error': 0.12587325477010047}), (, {'error': 0.2154985691169028}), (, {'error': 0.32442306622276984}), (, {'error': 0.11194148553647398}), (, {'error': 0.2263191709435448}), (, {'error': 0.17871341432920218}), (, {'error': 0.8343422832030605}), (, {'error': 0.026714645212410737}), (, {'error': 0.021403668008178445}), (, {'error': 0.18935111943420413}), (, {'error': 0.9395369828109872}), (, {'error': 0.37418991650800765}), (, {'error': 0.1670277194953368}), (, {'error': 0.10656547850852816}), (, {'error': 0.16666798367129365}), (, {'error': 0.036003499510663506}), (, {'error': 0.016343574913157966}), (, {'error': 0.0173681538219963})]) -Toy 14/25 -Time taken: 1 h, 39 min -Projected time left: 1 h, 18 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1366 (1366 total) | -| EDM = 3.53E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297206.7772344203 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -0.35 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.54 | 0.06 | | | -2 | 2 | | -| 2 | phi_p | 5.90 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 2.90 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.20 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 5.82 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -1.50 | 0.27 | | | -1.5 | 1.5 | | -| 8 | omega_p | 5.87 | 0.26 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.52 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.17 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 15.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -1.593 | 0.032 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.57 | 0.17 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.59 | 0.31 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 0.717 | 0.024 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.96 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 22| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.478 | 0.020 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.077 0.008 -0.100 0.171 -0.018 0.059 -0.024 0.003 0.001 0.170 0.088 -0.019 0.453 0.002 0.031 -0.001 0.024 0.009 0.437 -0.056 0.098 0.012 0.045 | -| bplus_2 | 0.077 1.000 0.021 -0.048 -0.128 -0.134 0.248 0.458 0.031 -0.001 0.050 0.099 -0.069 0.031 0.018 -0.100 0.057 -0.072 0.012 0.031 0.322 0.031 -0.004 -0.232 | -| phi_p | 0.008 0.021 1.000 0.005 0.001 0.002 0.133 -0.002 0.027 -0.000 0.003 0.004 0.578 -0.021 0.000 0.003 0.014 0.027 0.000 -0.001 0.003 0.003 0.000 0.009 | -| DDstar_p | -0.100 -0.048 0.005 1.000 0.171 -0.097 0.018 -0.001 0.001 0.000 0.226 0.276 -0.004 0.401 0.008 0.004 -0.003 0.019 0.021 0.216 0.054 0.100 -0.003 0.020 | -| psi2s_p | 0.171 -0.128 0.001 0.171 1.000 0.053 0.009 0.039 -0.001 0.003 -0.372 -0.147 -0.003 0.107 0.014 -0.035 -0.003 0.014 0.001 0.208 -0.092 0.104 0.019 0.002 | -| p4040_s | -0.018 -0.134 0.002 -0.097 0.053 1.000 0.003 0.204 -0.000 0.008 0.102 -0.241 0.002 -0.086 0.000 -0.021 -0.001 0.009 -0.018 -0.161 -0.206 0.067 -0.012 0.011 | -| rho_p | 0.059 0.248 0.133 0.018 0.009 0.003 1.000 0.038 -0.024 -0.001 0.051 0.061 0.128 -0.072 -0.000 0.025 0.311 0.209 0.002 0.008 0.055 0.021 -0.002 0.020 | -| Ctt | -0.024 0.458 -0.002 -0.001 0.039 0.204 0.038 1.000 0.001 -0.001 -0.161 -0.087 -0.016 0.116 0.003 0.105 0.001 0.000 -0.011 -0.080 -0.002 -0.071 0.011 -0.013 | -| omega_p | 0.003 0.031 0.027 0.001 -0.001 -0.000 -0.024 0.001 1.000 -0.000 0.002 0.003 0.033 -0.014 0.000 0.000 0.317 -0.118 0.000 -0.001 0.005 0.032 0.000 -0.030 | -| p4160_p | 0.001 -0.001 -0.000 0.000 0.003 0.008 -0.001 -0.001 -0.000 1.000 -0.000 -0.002 0.000 0.001 -0.000 -0.003 -0.000 -0.000 -0.003 0.000 0.004 -0.001 -0.000 -0.000 | -| p3770_s | 0.170 0.050 0.003 0.226 -0.372 0.102 0.051 -0.161 0.002 -0.000 1.000 0.133 -0.022 0.186 0.005 0.040 -0.001 0.013 0.005 -0.101 0.007 0.037 0.024 0.044 | -| p4040_p | 0.088 0.099 0.004 0.276 -0.147 -0.241 0.061 -0.087 0.003 -0.002 0.133 1.000 -0.023 0.141 0.020 0.113 0.002 0.012 -0.007 0.191 -0.027 0.044 0.026 0.027 | -| phi_s | -0.019 -0.069 0.578 -0.004 -0.003 0.002 0.128 -0.016 0.033 0.000 -0.022 -0.023 1.000 0.003 -0.000 -0.007 0.053 0.021 -0.001 -0.008 -0.020 0.017 0.000 -0.020 | -| jpsi_p | 0.453 0.031 -0.021 0.401 0.107 -0.086 -0.072 0.116 -0.014 0.001 0.186 0.141 0.003 1.000 0.011 -0.027 -0.027 0.022 0.016 0.289 0.037 0.076 0.012 -0.031 | -| DDstar_s | 0.002 0.018 0.000 0.008 0.014 0.000 -0.000 0.003 0.000 -0.000 0.005 0.020 -0.000 0.011 1.000 0.007 0.001 -0.003 0.001 -0.002 0.011 -0.023 -0.001 0.000 | -| p4415_s | 0.031 -0.100 0.003 0.004 -0.035 -0.021 0.025 0.105 0.000 -0.003 0.040 0.113 -0.007 -0.027 0.007 1.000 -0.001 0.016 0.009 -0.015 -0.052 0.100 0.001 0.019 | -| omega_s | -0.001 0.057 0.014 -0.003 -0.003 -0.001 0.311 0.001 0.317 -0.000 -0.001 0.002 0.053 -0.027 0.001 -0.001 1.000 -0.345 0.000 -0.007 0.008 0.080 0.000 -0.080 | -| rho_s | 0.024 -0.072 0.027 0.019 0.014 0.009 0.209 0.000 -0.118 -0.000 0.013 0.012 0.021 0.022 -0.003 0.016 -0.345 1.000 0.000 0.014 -0.008 -0.212 -0.002 0.247 | -| p4160_s | 0.009 0.012 0.000 0.021 0.001 -0.018 0.002 -0.011 0.000 -0.003 0.005 -0.007 -0.001 0.016 0.001 0.009 0.000 0.000 1.000 0.017 0.013 -0.002 0.001 0.001 | -| p3770_p | 0.437 0.031 -0.001 0.216 0.208 -0.161 0.008 -0.080 -0.001 0.000 -0.101 0.191 -0.008 0.289 -0.002 -0.015 -0.007 0.014 0.017 1.000 0.060 0.031 0.007 0.032 | -| p4415_p | -0.056 0.322 0.003 0.054 -0.092 -0.206 0.055 -0.002 0.005 0.004 0.007 -0.027 -0.020 0.037 0.011 -0.052 0.008 -0.008 0.013 0.060 1.000 -0.112 0.010 0.008 | -| bplus_1 | 0.098 0.031 0.003 0.100 0.104 0.067 0.021 -0.071 0.032 -0.001 0.037 0.044 0.017 0.076 -0.023 0.100 0.080 -0.212 -0.002 0.031 -0.112 1.000 -0.012 -0.928 | -| Dbar_s | 0.012 -0.004 0.000 -0.003 0.019 -0.012 -0.002 0.011 0.000 -0.000 0.024 0.026 0.000 0.012 -0.001 0.001 0.000 -0.002 0.001 0.007 0.010 -0.012 1.000 0.001 | -| bplus_0 | 0.045 -0.232 0.009 0.020 0.002 0.011 0.020 -0.013 -0.030 -0.000 0.044 0.027 -0.020 -0.031 0.000 0.019 -0.080 0.247 0.001 0.032 0.008 -0.928 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2710623840789368}), (, {'error': 0.06236844420290266}), (, {'error': 0.22263348234280222}), (, {'error': 0.26376398398477097}), (, {'error': 0.03247931680795446}), (, {'error': 0.15551059933068279}), (, {'error': 0.2415956954058247}), (, {'error': 0.2706391883110767}), (, {'error': 0.25537260567006825}), (, {'error': 0.009227283349638071}), (, {'error': 0.22609335725832924}), (, {'error': 0.12805222593206178}), (, {'error': 0.9838273457083018}), (, {'error': 0.031601571101710135}), (, {'error': 0.01182679003764861}), (, {'error': 0.17447260683863064}), (, {'error': 0.9642109522324294}), (, {'error': 0.30944055365455203}), (, {'error': 0.02372892857793446}), (, {'error': 0.10054591068781882}), (, {'error': 0.3434055543889838}), (, {'error': 0.03593459353342554}), (, {'error': 0.014385583388300649}), (, {'error': 0.01986581842664137})]) -Toy 15/25 -Time taken: 1 h, 47 min -Projected time left: 1 h, 11 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1403 (1403 total) | -| EDM = 0.0145 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297331.3316840277 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.17 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | 0.86 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 6.18 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.799 | 0.029 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.22 | 0.13 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.25 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.16 | 0.23 | | | -1.5 | 1.5 | | -| 8 | omega_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.02 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.65 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.12 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 19.3 | 0.7 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.638 | 0.022 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.44 | 0.15 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.72 | 0.25 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 1.86 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.84 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -2.24 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.993 | 0.027 | | | -2 | 2 | | -| 22| Dbar_s | -0.29 | 0.43 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.515 | 0.014 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.670 -0.048 0.360 0.499 -0.002 0.027 0.759 0.011 0.170 0.640 0.652 -0.028 0.361 0.681 0.133 0.065 -0.141 0.558 -0.642 0.506 -0.750 0.795 -0.745 | -| bplus_2 | -0.670 1.000 0.032 -0.216 -0.395 -0.052 0.088 -0.605 -0.008 -0.006 -0.511 -0.532 -0.022 -0.200 -0.660 -0.196 -0.053 0.132 -0.526 0.704 -0.392 0.692 -0.790 0.690 | -| phi_p | -0.048 0.032 1.000 -0.023 -0.030 -0.004 -0.183 -0.054 -0.007 -0.002 -0.042 -0.045 0.373 -0.020 -0.051 -0.012 -0.076 0.033 -0.047 0.058 -0.038 0.054 -0.064 0.054 | -| DDstar_p | 0.360 -0.216 -0.023 1.000 0.053 -0.022 0.013 0.262 0.003 -0.125 0.133 0.101 -0.016 -0.101 0.253 0.061 0.021 -0.050 0.165 -0.263 0.051 -0.259 0.277 -0.256 | -| psi2s_p | 0.499 -0.395 -0.030 0.053 1.000 0.048 0.017 0.493 0.006 0.043 0.173 0.290 -0.021 0.228 0.375 0.081 0.036 -0.081 0.287 -0.384 0.261 -0.426 0.467 -0.422 | -| p4040_s | -0.002 -0.052 -0.004 -0.022 0.048 1.000 0.009 0.141 0.001 -0.239 0.109 -0.071 -0.006 0.007 0.008 0.033 0.003 -0.005 -0.126 -0.076 -0.086 -0.019 0.056 -0.018 | -| rho_p | 0.027 0.088 -0.183 0.013 0.017 0.009 1.000 0.026 -0.013 0.006 0.034 0.035 -0.059 0.028 0.020 0.007 0.293 0.175 0.038 -0.031 0.034 -0.006 0.030 -0.010 | -| Ctt | 0.759 -0.605 -0.054 0.262 0.493 0.141 0.026 1.000 0.012 -0.050 0.567 0.605 -0.030 0.121 0.763 0.257 0.068 -0.156 0.667 -0.800 0.491 -0.838 0.900 -0.831 | -| omega_p | 0.011 -0.008 -0.007 0.003 0.006 0.001 -0.013 0.012 1.000 0.001 0.009 0.009 0.001 0.003 0.010 0.002 0.099 -0.014 0.009 -0.012 0.008 -0.012 0.013 -0.012 | -| p4160_p | 0.170 -0.006 -0.002 -0.125 0.043 -0.239 0.006 -0.050 0.001 1.000 0.060 -0.010 -0.004 0.145 0.063 0.027 0.004 -0.013 -0.011 0.033 0.219 -0.067 0.037 -0.064 | -| p3770_s | 0.640 -0.511 -0.042 0.133 0.173 0.109 0.034 0.567 0.009 0.060 1.000 0.478 -0.033 0.245 0.548 0.133 0.050 -0.116 0.466 -0.618 0.395 -0.593 0.647 -0.585 | -| p4040_p | 0.652 -0.532 -0.045 0.101 0.290 -0.071 0.035 0.605 0.009 -0.010 0.478 1.000 -0.034 0.216 0.570 0.178 0.054 -0.122 0.574 -0.562 0.429 -0.635 0.689 -0.628 | -| phi_s | -0.028 -0.022 0.373 -0.016 -0.021 -0.006 -0.059 -0.030 0.001 -0.004 -0.033 -0.034 1.000 -0.036 -0.028 -0.009 -0.012 -0.020 -0.035 0.034 -0.030 0.026 -0.037 0.025 | -| jpsi_p | 0.361 -0.200 -0.020 -0.101 0.228 0.007 0.028 0.121 0.003 0.145 0.245 0.216 -0.036 1.000 0.137 -0.007 0.011 -0.040 0.125 -0.144 0.173 -0.169 0.201 -0.166 | -| DDstar_s | 0.681 -0.660 -0.051 0.253 0.375 0.008 0.020 0.763 0.010 0.063 0.548 0.570 -0.028 0.137 1.000 0.128 0.062 -0.138 0.559 -0.724 0.458 -0.740 0.841 -0.735 | -| p4415_s | 0.133 -0.196 -0.012 0.061 0.081 0.033 0.007 0.257 0.002 0.027 0.133 0.178 -0.009 -0.007 0.128 1.000 0.013 -0.028 0.280 -0.193 0.041 -0.134 0.201 -0.133 | -| omega_s | 0.065 -0.053 -0.076 0.021 0.036 0.003 0.293 0.068 0.099 0.004 0.050 0.054 -0.012 0.011 0.062 0.013 1.000 -0.283 0.054 -0.070 0.045 -0.069 0.078 -0.074 | -| rho_s | -0.141 0.132 0.033 -0.050 -0.081 -0.005 0.175 -0.156 -0.014 -0.013 -0.116 -0.122 -0.020 -0.040 -0.138 -0.028 -0.283 1.000 -0.121 0.154 -0.101 0.163 -0.175 0.183 | -| p4160_s | 0.558 -0.526 -0.047 0.165 0.287 -0.126 0.038 0.667 0.009 -0.011 0.466 0.574 -0.035 0.125 0.559 0.280 0.054 -0.121 1.000 -0.617 0.333 -0.630 0.702 -0.623 | -| p3770_p | -0.642 0.704 0.058 -0.263 -0.384 -0.076 -0.031 -0.800 -0.012 0.033 -0.618 -0.562 0.034 -0.144 -0.724 -0.193 -0.070 0.154 -0.617 1.000 -0.466 0.823 -0.890 0.818 | -| p4415_p | 0.506 -0.392 -0.038 0.051 0.261 -0.086 0.034 0.491 0.008 0.219 0.395 0.429 -0.030 0.173 0.458 0.041 0.045 -0.101 0.333 -0.466 1.000 -0.531 0.563 -0.525 | -| bplus_1 | -0.750 0.692 0.054 -0.259 -0.426 -0.019 -0.006 -0.838 -0.012 -0.067 -0.593 -0.635 0.026 -0.169 -0.740 -0.134 -0.069 0.163 -0.630 0.823 -0.531 1.000 -0.931 0.797 | -| Dbar_s | 0.795 -0.790 -0.064 0.277 0.467 0.056 0.030 0.900 0.013 0.037 0.647 0.689 -0.037 0.201 0.841 0.201 0.078 -0.175 0.702 -0.890 0.563 -0.931 1.000 -0.924 | -| bplus_0 | -0.745 0.690 0.054 -0.256 -0.422 -0.018 -0.010 -0.831 -0.012 -0.064 -0.585 -0.628 0.025 -0.166 -0.735 -0.133 -0.074 0.183 -0.623 0.818 -0.525 0.797 -0.924 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4141404723267148}), (, {'error': 0.07506340239057263}), (, {'error': 0.1297064949707667}), (, {'error': 0.2254576862412483}), (, {'error': 0.029100497808999037}), (, {'error': 0.12689210597994716}), (, {'error': 0.16596746127786188}), (, {'error': 0.2260373364229462}), (, {'error': 0.14633911216046913}), (, {'error': 0.08921731461758942}), (, {'error': 0.23873887373919267}), (, {'error': 0.16171069350507228}), (, {'error': 0.7384286876093427}), (, {'error': 0.02160895251360717}), (, {'error': 0.395917343221552}), (, {'error': 0.14668014294552145}), (, {'error': 0.7687671243613439}), (, {'error': 0.24537453004408905}), (, {'error': 0.17291171030090058}), (, {'error': 0.19561470398927394}), (, {'error': 0.14797016888450165}), (, {'error': 0.027038729301648412}), (, {'error': 0.4307636831181398}), (, {'error': 0.01361635328304489})]) -Toy 16/25 -Time taken: 1 h, 55 min -Projected time left: 1 h, 4 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1531 (1531 total) | -| EDM = 0.00596 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297215.1003261051 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 4.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.22 | 0.05 | | | -2 | 2 | | -| 2 | phi_p | 0.92 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.81 | 0.15 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.21 | 0.13 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.27 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.49 | 0.31 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.92 | 0.24 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 19.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.22 | 0.33 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.04 | 0.15 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.5 | 0.8 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 0.72 | 0.27 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.37 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 3.72 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.958 | 0.015 | | | -2 | 2 | | -| 22| Dbar_s | -0.28 | 0.37 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.485 | 0.007 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.227 -0.050 -0.318 -0.666 0.377 -0.100 0.568 0.003 -0.681 -0.639 -0.491 0.013 -0.797 0.855 -0.040 0.018 -0.062 0.389 -0.817 -0.040 -0.581 0.850 -0.558 | -| bplus_2 | -0.227 1.000 -0.021 0.105 0.131 -0.074 0.196 0.226 -0.003 0.186 0.151 0.147 -0.088 0.160 -0.190 -0.099 0.005 -0.028 -0.050 0.192 0.097 0.007 -0.191 0.009 | -| phi_p | -0.050 -0.021 1.000 0.030 0.046 -0.030 -0.158 -0.026 0.003 0.048 0.045 0.036 0.381 0.051 -0.052 0.001 -0.074 0.097 -0.031 0.056 -0.001 0.031 -0.058 0.032 | -| DDstar_p | -0.318 0.105 0.030 1.000 0.333 -0.450 0.065 -0.224 -0.002 0.363 0.398 0.329 -0.009 0.404 -0.477 -0.078 -0.024 0.077 -0.398 0.550 -0.178 0.571 -0.578 0.549 | -| psi2s_p | -0.666 0.131 0.046 0.333 1.000 -0.358 0.093 -0.344 -0.003 0.669 0.567 0.475 -0.014 0.787 -0.770 0.021 -0.015 0.051 -0.382 0.768 0.052 0.516 -0.800 0.494 | -| p4040_s | 0.377 -0.074 -0.030 -0.450 -0.358 1.000 -0.032 0.346 0.002 -0.513 -0.308 -0.360 -0.006 -0.393 0.382 0.129 0.013 -0.046 0.289 -0.446 -0.037 -0.338 0.459 -0.320 | -| rho_p | -0.100 0.196 -0.158 0.065 0.093 -0.032 1.000 -0.056 0.013 0.097 0.101 0.077 -0.072 0.114 -0.110 -0.003 0.146 0.113 -0.033 0.105 0.027 0.112 -0.113 0.109 | -| Ctt | 0.568 0.226 -0.026 -0.224 -0.344 0.346 -0.056 1.000 0.002 -0.535 -0.456 -0.457 0.009 -0.555 0.535 0.126 0.006 -0.029 0.354 -0.515 -0.030 -0.350 0.528 -0.333 | -| omega_p | 0.003 -0.003 0.003 -0.002 -0.003 0.002 0.013 0.002 1.000 -0.003 -0.003 -0.003 -0.001 -0.004 0.004 0.000 -0.073 0.005 0.002 -0.004 -0.000 -0.003 0.004 -0.003 | -| p4160_p | -0.681 0.186 0.048 0.363 0.669 -0.513 0.097 -0.535 -0.003 1.000 0.681 0.618 -0.014 0.805 -0.758 0.002 -0.015 0.051 -0.427 0.813 0.174 0.524 -0.827 0.505 | -| p3770_s | -0.639 0.151 0.045 0.398 0.567 -0.308 0.101 -0.456 -0.003 0.681 1.000 0.494 -0.019 0.781 -0.752 0.009 -0.016 0.051 -0.358 0.732 0.066 0.544 -0.805 0.525 | -| p4040_p | -0.491 0.147 0.036 0.329 0.475 -0.360 0.077 -0.457 -0.003 0.618 0.494 1.000 -0.013 0.609 -0.577 -0.004 -0.012 0.040 -0.120 0.637 0.133 0.411 -0.639 0.395 | -| phi_s | 0.013 -0.088 0.381 -0.009 -0.014 -0.006 -0.072 0.009 -0.001 -0.014 -0.019 -0.013 1.000 -0.024 0.016 0.001 -0.006 -0.017 -0.006 -0.012 -0.013 -0.022 0.014 -0.025 | -| jpsi_p | -0.797 0.160 0.051 0.404 0.787 -0.393 0.114 -0.555 -0.004 0.805 0.781 0.609 -0.024 1.000 -0.896 0.004 -0.019 0.058 -0.428 0.892 0.082 0.610 -0.933 0.587 | -| DDstar_s | 0.855 -0.190 -0.052 -0.477 -0.770 0.382 -0.110 0.535 0.004 -0.758 -0.752 -0.577 0.016 -0.896 1.000 -0.048 0.014 -0.049 0.407 -0.890 -0.072 -0.549 0.951 -0.526 | -| p4415_s | -0.040 -0.099 0.001 -0.078 0.021 0.129 -0.003 0.126 0.000 0.002 0.009 -0.004 0.001 0.004 -0.048 1.000 -0.001 0.004 0.213 -0.015 -0.064 0.046 -0.001 0.043 | -| omega_s | 0.018 0.005 -0.074 -0.024 -0.015 0.013 0.146 0.006 -0.073 -0.015 -0.016 -0.012 -0.006 -0.019 0.014 -0.001 1.000 -0.400 0.011 -0.021 0.003 -0.016 0.020 -0.032 | -| rho_s | -0.062 -0.028 0.097 0.077 0.051 -0.046 0.113 -0.029 0.005 0.051 0.051 0.040 -0.017 0.058 -0.049 0.004 -0.400 1.000 -0.042 0.071 -0.014 0.061 -0.071 0.118 | -| p4160_s | 0.389 -0.050 -0.031 -0.398 -0.382 0.289 -0.033 0.354 0.002 -0.427 -0.358 -0.120 -0.006 -0.428 0.407 0.213 0.011 -0.042 1.000 -0.459 -0.060 -0.324 0.475 -0.305 | -| p3770_p | -0.817 0.192 0.056 0.550 0.768 -0.446 0.105 -0.515 -0.004 0.813 0.732 0.637 -0.012 0.892 -0.890 -0.015 -0.021 0.071 -0.459 1.000 0.054 0.659 -0.957 0.633 | -| p4415_p | -0.040 0.097 -0.001 -0.178 0.052 -0.037 0.027 -0.030 -0.000 0.174 0.066 0.133 -0.013 0.082 -0.072 -0.064 0.003 -0.014 -0.060 0.054 1.000 -0.029 -0.046 -0.023 | -| bplus_1 | -0.581 0.007 0.031 0.571 0.516 -0.338 0.112 -0.350 -0.003 0.524 0.544 0.411 -0.022 0.610 -0.549 0.046 -0.016 0.061 -0.324 0.659 -0.029 1.000 -0.677 0.339 | -| Dbar_s | 0.850 -0.191 -0.058 -0.578 -0.800 0.459 -0.113 0.528 0.004 -0.827 -0.805 -0.639 0.014 -0.933 0.951 -0.001 0.020 -0.071 0.475 -0.957 -0.046 -0.677 1.000 -0.648 | -| bplus_0 | -0.558 0.009 0.032 0.549 0.494 -0.320 0.109 -0.333 -0.003 0.505 0.525 0.395 -0.025 0.587 -0.526 0.043 -0.032 0.118 -0.305 0.633 -0.023 0.339 -0.648 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4598008833283975}), (, {'error': 0.046108618658887046}), (, {'error': 0.1263798571558179}), (, {'error': 0.5309524141084059}), (, {'error': 0.04504546159009504}), (, {'error': 0.15033505360210203}), (, {'error': 0.40371987962305855}), (, {'error': 0.12685010850426093}), (, {'error': 0.07579741756294744}), (, {'error': 0.13478389279078362}), (, {'error': 0.3142837993081533}), (, {'error': 0.23513626652057873}), (, {'error': 0.7725301932374968}), (, {'error': 0.0638097392565471}), (, {'error': 0.3297576796456291}), (, {'error': 0.15333742962867103}), (, {'error': 0.7872896283171191}), (, {'error': 0.2655840228048343}), (, {'error': 0.1457349940030226}), (, {'error': 0.33103050783474464}), (, {'error': 0.16769793073002148}), (, {'error': 0.01515454548225037}), (, {'error': 0.3748796768565034}), (, {'error': 0.007358632048416247})]) -Toy 17/25 -Time taken: 2 h, 4 min -Projected time left: 58 min, 24 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1333 (1333 total) | -| EDM = 3.03E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297245.40732187557 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.25 | 0.10 | | | -2 | 2 | | -| 2 | phi_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.14 | 0.37 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.49 | 0.22 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.13 | 0.35 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.33 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.87 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 17.7 | 1.4 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -1.625 | 0.027 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_s | 6.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.57 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 4.12 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | -0.94 | 0.05 | | | -2 | 2 | | -| 22| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 23| bplus_0 | 0.507 | 0.022 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.119 0.001 -0.112 -0.049 -0.112 0.008 -0.370 -0.009 0.025 -0.037 -0.064 -0.004 0.238 0.009 0.028 -0.019 0.053 -0.108 0.391 -0.111 0.218 0.034 0.045 | -| bplus_2 | -0.119 1.000 -0.083 -0.256 -0.007 0.127 0.281 0.697 0.052 -0.090 -0.113 -0.070 -0.122 0.084 0.008 -0.065 0.078 0.014 0.156 -0.130 0.182 -0.275 0.004 -0.044 | -| phi_p | 0.001 -0.083 1.000 0.017 -0.005 -0.017 -0.243 -0.023 -0.045 -0.001 -0.010 -0.008 0.826 0.012 0.001 -0.003 -0.129 -0.013 -0.022 0.008 -0.020 -0.024 0.001 0.026 | -| DDstar_p | -0.112 -0.256 0.017 1.000 0.027 -0.129 -0.037 -0.085 -0.019 0.258 0.189 0.156 0.019 0.233 0.036 -0.037 -0.036 0.063 -0.071 0.280 0.019 0.328 -0.003 0.036 | -| psi2s_p | -0.049 -0.007 -0.005 0.027 1.000 -0.000 -0.003 0.189 -0.005 -0.137 -0.410 -0.221 -0.005 -0.018 0.034 0.021 -0.007 0.008 -0.076 0.014 -0.103 0.033 0.036 -0.005 | -| p4040_s | -0.112 0.127 -0.017 -0.129 -0.000 1.000 0.054 0.371 0.007 -0.563 0.088 -0.252 -0.026 -0.032 0.006 0.185 0.010 0.014 0.061 -0.178 -0.228 -0.005 -0.003 0.017 | -| rho_p | 0.008 0.281 -0.243 -0.037 -0.003 0.054 1.000 0.112 0.125 -0.015 0.014 0.005 -0.166 -0.101 0.000 0.011 0.377 0.101 0.070 -0.027 0.054 0.075 0.001 -0.089 | -| Ctt | -0.370 0.697 -0.023 -0.085 0.189 0.371 0.112 1.000 0.016 -0.391 -0.168 -0.277 -0.040 0.181 -0.004 0.205 0.026 0.006 0.278 -0.267 -0.024 -0.193 0.001 -0.012 | -| omega_p | -0.009 0.052 -0.045 -0.019 -0.005 0.007 0.125 0.016 1.000 -0.005 -0.003 -0.001 -0.003 -0.041 0.001 -0.003 0.719 -0.134 0.009 -0.015 0.009 0.049 0.000 -0.066 | -| p4160_p | 0.025 -0.090 -0.001 0.258 -0.137 -0.563 -0.015 -0.391 -0.005 1.000 0.015 0.229 -0.001 0.002 0.052 -0.089 -0.008 0.005 -0.183 0.239 0.298 0.020 0.038 0.014 | -| p3770_s | -0.037 -0.113 -0.010 0.189 -0.410 0.088 0.014 -0.168 -0.003 0.015 1.000 -0.031 -0.016 -0.014 0.030 0.010 -0.006 0.022 0.003 -0.219 -0.008 0.072 0.035 0.045 | -| p4040_p | -0.064 -0.070 -0.008 0.156 -0.221 -0.252 0.005 -0.277 -0.001 0.229 -0.031 1.000 -0.011 -0.074 0.038 -0.001 -0.002 0.005 0.282 0.165 0.145 0.012 0.032 0.017 | -| phi_s | -0.004 -0.122 0.826 0.019 -0.005 -0.026 -0.166 -0.040 -0.003 -0.001 -0.016 -0.011 1.000 0.021 0.001 -0.006 -0.058 -0.043 -0.035 0.008 -0.029 -0.005 0.000 0.003 | -| jpsi_p | 0.238 0.084 0.012 0.233 -0.018 -0.032 -0.101 0.181 -0.041 0.002 -0.014 -0.074 0.021 1.000 0.070 -0.015 -0.057 0.022 -0.048 0.123 -0.025 0.090 0.065 -0.029 | -| DDstar_s | 0.009 0.008 0.001 0.036 0.034 0.006 0.000 -0.004 0.001 0.052 0.030 0.038 0.001 0.070 1.000 -0.001 0.000 -0.001 0.011 0.028 0.040 -0.007 -0.003 0.000 | -| p4415_s | 0.028 -0.065 -0.003 -0.037 0.021 0.185 0.011 0.205 -0.003 -0.089 0.010 -0.001 -0.006 -0.015 -0.001 1.000 -0.007 0.025 0.327 -0.065 -0.158 0.108 -0.001 0.026 | -| omega_s | -0.019 0.078 -0.129 -0.036 -0.007 0.010 0.377 0.026 0.719 -0.008 -0.006 -0.002 -0.058 -0.057 0.000 -0.007 1.000 -0.365 0.011 -0.026 0.014 0.093 0.000 -0.130 | -| rho_s | 0.053 0.014 -0.013 0.063 0.008 0.014 0.101 0.006 -0.134 0.005 0.022 0.005 -0.043 0.022 -0.001 0.025 -0.365 1.000 0.022 0.038 0.002 -0.149 0.001 0.241 | -| p4160_s | -0.108 0.156 -0.022 -0.071 -0.076 0.061 0.070 0.278 0.009 -0.183 0.003 0.282 -0.035 -0.048 0.011 0.327 0.011 0.022 1.000 -0.087 -0.174 -0.009 0.002 0.033 | -| p3770_p | 0.391 -0.130 0.008 0.280 0.014 -0.178 -0.027 -0.267 -0.015 0.239 -0.219 0.165 0.008 0.123 0.028 -0.065 -0.026 0.038 -0.087 1.000 0.049 0.149 0.049 0.049 | -| p4415_p | -0.111 0.182 -0.020 0.019 -0.103 -0.228 0.054 -0.024 0.009 0.298 -0.008 0.145 -0.029 -0.025 0.040 -0.158 0.014 0.002 -0.174 0.049 1.000 -0.090 0.021 0.010 | -| bplus_1 | 0.218 -0.275 -0.024 0.328 0.033 -0.005 0.075 -0.193 0.049 0.020 0.072 0.012 -0.005 0.090 -0.007 0.108 0.093 -0.149 -0.009 0.149 -0.090 1.000 -0.000 -0.828 | -| Dbar_s | 0.034 0.004 0.001 -0.003 0.036 -0.003 0.001 0.001 0.000 0.038 0.035 0.032 0.000 0.065 -0.003 -0.001 0.000 0.001 0.002 0.049 0.021 -0.000 1.000 0.002 | -| bplus_0 | 0.045 -0.044 0.026 0.036 -0.005 0.017 -0.089 -0.012 -0.066 0.014 0.045 0.017 0.003 -0.029 0.000 0.026 -0.130 0.241 0.033 0.049 0.010 -0.828 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3605440269906963}), (, {'error': 0.09597144710857552}), (, {'error': 0.31730626345747837}), (, {'error': 0.33412264157837246}), (, {'error': 0.03177240997082276}), (, {'error': 0.1742681289575166}), (, {'error': 0.3710475994863982}), (, {'error': 0.22414262029408172}), (, {'error': 0.3476060536787289}), (, {'error': 0.10412775025906917}), (, {'error': 0.23022242252382918}), (, {'error': 0.17757336027503534}), (, {'error': 1.4174055910052026}), (, {'error': 0.026800764030004753}), (, {'error': 0.02651446182024486}), (, {'error': 0.1939978979088819}), (, {'error': 1.4085455589835738}), (, {'error': 0.3309270256099857}), (, {'error': 0.1677205566645208}), (, {'error': 0.10277082977258356}), (, {'error': 0.16928038255751954}), (, {'error': 0.045945590898119226}), (, {'error': 0.02310430713871872}), (, {'error': 0.022440568547684725})]) -Toy 18/25 -Time taken: 2 h, 12 min -Projected time left: 51 min, 27 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1419 (1419 total) | -| EDM = 0.000513 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297413.7516889196 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.41 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | 1.00 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -2.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.28 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -1.15 | 0.19 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.75 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.12 | 0.26 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 2.51 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 22.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 1.709 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.20 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.51 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 22| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.393 | 0.030 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.077 0.008 -0.152 0.348 -0.243 -0.008 0.372 -0.001 -0.003 0.380 0.236 0.003 0.358 -0.007 0.068 0.003 -0.010 0.012 0.248 -0.013 0.098 0.036 -0.039 | -| bplus_2 | 0.077 1.000 0.086 -0.024 -0.058 -0.067 -0.283 -0.673 0.020 0.002 0.073 -0.093 0.119 0.261 -0.028 -0.319 -0.007 0.120 0.001 0.047 0.104 0.106 -0.016 -0.250 | -| phi_p | 0.008 0.086 1.000 0.011 -0.000 -0.003 -0.287 -0.026 -0.009 0.000 -0.004 -0.012 0.352 0.003 0.000 -0.025 -0.071 0.069 0.000 0.011 0.010 0.021 0.001 -0.014 | -| DDstar_p | -0.152 -0.024 0.011 1.000 0.215 -0.200 -0.014 -0.167 -0.012 -0.006 0.111 0.351 0.009 0.485 0.025 0.179 0.003 -0.041 0.014 0.068 -0.058 0.238 -0.023 -0.045 | -| psi2s_p | 0.348 -0.058 -0.000 0.215 1.000 0.039 0.014 0.323 0.001 -0.001 -0.217 0.097 -0.016 0.258 -0.002 0.017 -0.001 -0.005 0.004 0.121 -0.014 0.109 0.004 -0.040 | -| p4040_s | -0.243 -0.067 -0.003 -0.200 0.039 1.000 0.006 0.207 -0.001 0.009 -0.101 -0.204 0.006 -0.253 0.001 -0.185 0.000 -0.001 -0.009 -0.242 0.052 -0.143 -0.011 0.069 | -| rho_p | -0.008 -0.283 -0.287 -0.014 0.014 0.006 1.000 0.116 0.045 -0.001 0.017 0.051 -0.154 -0.015 -0.003 0.092 0.057 0.138 -0.001 -0.033 -0.035 -0.040 -0.006 0.035 | -| Ctt | 0.372 -0.673 -0.026 -0.167 0.323 0.207 0.116 1.000 0.011 -0.002 -0.047 0.161 -0.066 -0.231 0.005 0.132 0.002 -0.013 -0.009 -0.041 -0.092 0.068 0.049 0.029 | -| omega_p | -0.001 0.020 -0.009 -0.012 0.001 -0.001 0.045 0.011 1.000 -0.000 -0.003 0.009 -0.030 0.005 -0.003 0.015 0.703 0.456 -0.000 -0.019 -0.007 0.153 -0.003 -0.166 | -| p4160_p | -0.003 0.002 0.000 -0.006 -0.001 0.009 -0.001 -0.002 -0.000 1.000 -0.002 0.000 0.001 -0.004 -0.001 0.002 0.000 -0.000 -0.002 -0.002 0.001 -0.003 -0.000 0.002 | -| p3770_s | 0.380 0.073 -0.004 0.111 -0.217 -0.101 0.017 -0.047 -0.003 -0.002 1.000 0.232 -0.017 0.285 -0.019 0.054 -0.001 -0.014 0.007 -0.072 -0.015 0.063 0.004 -0.030 | -| p4040_p | 0.236 -0.093 -0.012 0.351 0.097 -0.204 0.051 0.161 0.009 0.000 0.232 1.000 -0.047 0.262 0.006 -0.009 -0.001 0.006 -0.006 0.115 -0.032 0.156 0.010 -0.083 | -| phi_s | 0.003 0.119 0.352 0.009 -0.016 0.006 -0.154 -0.066 -0.030 0.001 -0.017 -0.047 1.000 -0.034 0.003 -0.069 0.005 -0.101 0.000 0.028 0.027 -0.166 0.005 0.176 | -| jpsi_p | 0.358 0.261 0.003 0.485 0.258 -0.253 -0.015 -0.231 0.005 -0.004 0.285 0.262 -0.034 1.000 -0.015 0.070 -0.012 0.026 0.016 0.149 -0.004 0.235 -0.032 -0.170 | -| DDstar_s | -0.007 -0.028 0.000 0.025 -0.002 0.001 -0.003 0.005 -0.003 -0.001 -0.019 0.006 0.003 -0.015 1.000 0.023 0.000 -0.008 -0.001 -0.037 -0.010 0.032 -0.004 0.002 | -| p4415_s | 0.068 -0.319 -0.025 0.179 0.017 -0.185 0.092 0.132 0.015 0.002 0.054 -0.009 -0.069 0.070 0.023 1.000 -0.001 0.012 0.015 0.099 -0.259 0.172 0.023 -0.078 | -| omega_s | 0.003 -0.007 -0.071 0.003 -0.001 0.000 0.057 0.002 0.703 0.000 -0.001 -0.001 0.005 -0.012 0.000 -0.001 1.000 0.033 0.000 -0.000 0.000 -0.022 0.000 0.024 | -| rho_s | -0.010 0.120 0.069 -0.041 -0.005 -0.001 0.138 -0.013 0.456 -0.000 -0.014 0.006 -0.101 0.026 -0.008 0.012 0.033 1.000 -0.001 -0.042 -0.008 0.396 -0.006 -0.437 | -| p4160_s | 0.012 0.001 0.000 0.014 0.004 -0.009 -0.001 -0.009 -0.000 -0.002 0.007 -0.006 0.000 0.016 -0.001 0.015 0.000 -0.001 1.000 0.011 -0.004 0.007 -0.000 -0.001 | -| p3770_p | 0.248 0.047 0.011 0.068 0.121 -0.242 -0.033 -0.041 -0.019 -0.002 -0.072 0.115 0.028 0.149 -0.037 0.099 -0.000 -0.042 0.011 1.000 -0.011 -0.005 -0.051 0.054 | -| p4415_p | -0.013 0.104 0.010 -0.058 -0.014 0.052 -0.035 -0.092 -0.007 0.001 -0.015 -0.032 0.027 -0.004 -0.010 -0.259 0.000 -0.008 -0.004 -0.011 1.000 -0.042 -0.008 0.027 | -| bplus_1 | 0.098 0.106 0.021 0.238 0.109 -0.143 -0.040 0.068 0.153 -0.003 0.063 0.156 -0.166 0.235 0.032 0.172 -0.022 0.396 0.007 -0.005 -0.042 1.000 0.013 -0.957 | -| Dbar_s | 0.036 -0.016 0.001 -0.023 0.004 -0.011 -0.006 0.049 -0.003 -0.000 0.004 0.010 0.005 -0.032 -0.004 0.023 0.000 -0.006 -0.000 -0.051 -0.008 0.013 1.000 0.007 | -| bplus_0 | -0.039 -0.250 -0.014 -0.045 -0.040 0.069 0.035 0.029 -0.166 0.002 -0.030 -0.083 0.176 -0.170 0.002 -0.078 0.024 -0.437 -0.001 0.054 0.027 -0.957 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4483841848925647}), (, {'error': 0.0799400017137708}), (, {'error': 0.12810317200534715}), (, {'error': 0.4717407510735625}), (, {'error': 0.034089492074668826}), (, {'error': 0.1790458097039791}), (, {'error': 0.4002497467985826}), (, {'error': 0.19205580350611273}), (, {'error': 0.29795213600513915}), (, {'error': 0.011367193543434517}), (, {'error': 0.2559885168077596}), (, {'error': 0.12968477172247717}), (, {'error': 0.9448402738044273}), (, {'error': 0.0313141033784361}), (, {'error': 0.026807978965638746}), (, {'error': 0.20216801848763227}), (, {'error': 3.745996599516791}), (, {'error': 0.3659871392760692}), (, {'error': 0.01632011917041476}), (, {'error': 0.09817325017659417}), (, {'error': 0.7017549000820003}), (, {'error': 0.05587090796465666}), (, {'error': 0.02752983656574365}), (, {'error': 0.0301516560184536})]) -Toy 19/25 -Time taken: 2 h, 20 min -Projected time left: 44 min, 24 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=291 (291 total) | -| EDM = 6.99E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297128.8588104885 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.54 | 0.07 | | | -2 | 2 | | -| 2 | phi_p | 0.86 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.870 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.24 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.93 | 0.18 | | | -1.5 | 1.5 | | -| 8 | omega_p | -5.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.282 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.28 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -3.23 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 21.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.550 | 0.028 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.29 | 0.04 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.69 | 0.18 | | |0.126447 | 2.35355 | | -| 16| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 0.722 | 0.018 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.85 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 5.02 | 0.29 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 22| Dbar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.437 | 0.031 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.002 0.009 -0.355 0.057 -0.031 -0.063 0.416 -0.031 -0.009 0.107 0.126 0.035 -0.216 0.122 0.056 -0.026 -0.012 -0.009 -0.383 0.108 0.086 0.188 0.034 | -| bplus_2 | -0.002 1.000 0.074 -0.063 -0.073 -0.098 -0.260 -0.621 -0.088 0.007 0.028 -0.108 0.135 0.166 0.073 -0.145 -0.090 0.089 -0.004 0.047 -0.256 -0.169 -0.044 0.034 | -| phi_p | 0.009 0.074 1.000 -0.004 -0.005 -0.006 -0.268 -0.017 -0.140 0.001 -0.007 -0.016 0.510 -0.013 0.004 -0.015 -0.184 0.126 -0.001 0.006 -0.019 -0.021 0.002 0.029 | -| DDstar_p | -0.355 -0.063 -0.004 1.000 0.240 -0.045 0.028 -0.178 0.008 -0.011 0.102 0.351 -0.021 0.555 -0.028 0.098 0.010 -0.029 0.051 0.156 0.172 0.211 -0.081 -0.070 | -| psi2s_p | 0.057 -0.073 -0.005 0.240 1.000 0.103 0.022 0.227 0.006 0.000 -0.373 -0.039 -0.019 0.143 0.035 0.033 0.003 -0.000 -0.000 0.052 0.006 0.097 -0.086 -0.054 | -| p4040_s | -0.031 -0.098 -0.006 -0.045 0.103 1.000 0.036 0.327 0.019 0.019 0.050 -0.173 -0.020 -0.096 -0.055 -0.013 0.016 0.010 -0.044 -0.147 -0.179 -0.008 0.056 -0.030 | -| rho_p | -0.063 -0.260 -0.268 0.028 0.022 0.036 1.000 0.105 0.492 -0.003 0.014 0.057 -0.189 0.025 -0.006 0.065 0.446 0.144 0.001 -0.018 0.079 0.182 -0.024 -0.213 | -| Ctt | 0.416 -0.621 -0.017 -0.178 0.227 0.327 0.105 1.000 0.059 -0.007 -0.128 0.020 -0.067 -0.384 0.020 0.239 0.046 0.045 -0.045 -0.274 0.075 0.320 0.076 -0.227 | -| omega_p | -0.031 -0.088 -0.140 0.008 0.006 0.019 0.492 0.059 1.000 -0.001 -0.003 0.019 -0.067 -0.012 -0.001 0.029 0.904 0.307 -0.000 -0.013 0.034 0.138 -0.012 -0.155 | -| p4160_p | -0.009 0.007 0.001 -0.011 0.000 0.019 -0.003 -0.007 -0.001 1.000 -0.003 -0.010 0.002 -0.003 0.001 -0.009 -0.001 -0.000 -0.018 0.002 0.002 -0.010 -0.002 0.006 | -| p3770_s | 0.107 0.028 -0.007 0.102 -0.373 0.050 0.014 -0.128 -0.003 -0.003 1.000 0.136 -0.014 0.131 0.082 0.026 -0.001 -0.024 0.009 -0.187 0.046 0.006 -0.096 0.008 | -| p4040_p | 0.126 -0.108 -0.016 0.351 -0.039 -0.173 0.057 0.020 0.019 -0.010 0.136 1.000 -0.043 0.181 0.043 0.143 0.016 -0.007 -0.016 0.054 0.088 0.184 -0.043 -0.107 | -| phi_s | 0.035 0.135 0.510 -0.021 -0.019 -0.020 -0.189 -0.067 -0.067 0.002 -0.014 -0.043 1.000 -0.042 0.006 -0.041 -0.066 -0.022 -0.002 0.008 -0.053 -0.162 0.013 0.179 | -| jpsi_p | -0.216 0.166 -0.013 0.555 0.143 -0.096 0.025 -0.384 -0.012 -0.003 0.131 0.181 -0.042 1.000 0.061 -0.030 -0.017 -0.012 0.042 0.139 0.070 0.079 -0.224 -0.066 | -| DDstar_s | 0.122 0.073 0.004 -0.028 0.035 -0.055 -0.006 0.020 -0.001 0.001 0.082 0.043 0.006 0.061 1.000 -0.040 -0.001 0.002 0.015 0.066 -0.005 -0.087 0.055 0.032 | -| p4415_s | 0.056 -0.145 -0.015 0.098 0.033 -0.013 0.065 0.239 0.029 -0.009 0.026 0.143 -0.041 -0.030 -0.040 1.000 0.025 0.008 0.026 -0.049 0.203 0.089 0.033 -0.088 | -| omega_s | -0.026 -0.090 -0.184 0.010 0.003 0.016 0.446 0.046 0.904 -0.001 -0.001 0.016 -0.066 -0.017 -0.001 0.025 1.000 0.070 -0.000 -0.011 0.028 0.084 -0.011 -0.096 | -| rho_s | -0.012 0.089 0.126 -0.029 -0.000 0.010 0.144 0.045 0.307 -0.000 -0.024 -0.007 -0.022 -0.012 0.002 0.008 0.070 1.000 -0.002 -0.013 0.009 0.271 0.002 -0.302 | -| p4160_s | -0.009 -0.004 -0.001 0.051 -0.000 -0.044 0.001 -0.045 -0.000 -0.018 0.009 -0.016 -0.002 0.042 0.015 0.026 -0.000 -0.002 1.000 0.029 0.041 0.017 -0.020 -0.005 | -| p3770_p | -0.383 0.047 0.006 0.156 0.052 -0.147 -0.018 -0.274 -0.013 0.002 -0.187 0.054 0.008 0.139 0.066 -0.049 -0.011 -0.013 0.029 1.000 0.018 -0.096 -0.249 0.060 | -| p4415_p | 0.108 -0.256 -0.019 0.172 0.006 -0.179 0.079 0.075 0.034 0.002 0.046 0.088 -0.053 0.070 -0.005 0.203 0.028 0.009 0.041 0.018 1.000 0.249 0.024 -0.156 | -| bplus_1 | 0.086 -0.169 -0.021 0.211 0.097 -0.008 0.182 0.320 0.138 -0.010 0.006 0.184 -0.162 0.079 -0.087 0.089 0.084 0.271 0.017 -0.096 0.249 1.000 0.038 -0.952 | -| Dbar_s | 0.188 -0.044 0.002 -0.081 -0.086 0.056 -0.024 0.076 -0.012 -0.002 -0.096 -0.043 0.013 -0.224 0.055 0.033 -0.011 0.002 -0.020 -0.249 0.024 0.038 1.000 0.007 | -| bplus_0 | 0.034 0.034 0.029 -0.070 -0.054 -0.030 -0.213 -0.227 -0.155 0.006 0.008 -0.107 0.179 -0.066 0.032 -0.088 -0.096 -0.302 -0.005 0.060 -0.156 -0.952 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3709874137887912}), (, {'error': 0.07128819745533721}), (, {'error': 0.16591835811591427}), (, {'error': 0.4598595407116548}), (, {'error': 0.030914679605952955}), (, {'error': 0.16362443501668533}), (, {'error': 0.38701019626404953}), (, {'error': 0.1783144404416971}), (, {'error': 0.47320010332120477}), (, {'error': 0.010155238130308053}), (, {'error': 0.21983821975399476}), (, {'error': 0.1304482357265726}), (, {'error': 0.9097795050295012}), (, {'error': 0.027503446650225527}), (, {'error': 0.037281691500674896}), (, {'error': 0.18270884313752978}), (, {'error': 4.224459670771756}), (, {'error': 0.3246400219634239}), (, {'error': 0.018397573467722805}), (, {'error': 0.09862340398018254}), (, {'error': 0.29472922979483496}), (, {'error': 0.05986381317808864}), (, {'error': 0.07477232883767984}), (, {'error': 0.03068224460540281})]) -Toy 20/25 -Time taken: 2 h, 25 min -Projected time left: 36 min, 20 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=1357 (1357 total) | -| EDM = 0.00406 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296938.7285329929 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -5.2 | 1.6 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.37 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 3.3 | 1.4 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.5 | 0.4 | | | -1.5 | 1.5 | | -| 8 | omega_p | 6.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.12 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.07 | 0.26 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.00 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 20.3 | 1.7 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -4.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_s | 6.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.8 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.64 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 3.97 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.86 | 0.04 | | | -2 | 2 | | -| 22| Dbar_s | 0.27 | 0.11 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.457 | 0.021 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.352 -0.023 0.842 0.126 0.212 0.006 0.881 0.013 -0.385 0.296 0.065 0.047 -0.589 0.274 -0.152 0.104 -0.196 0.130 -0.704 -0.110 0.452 -0.510 0.431 | -| bplus_2 | -0.352 1.000 0.030 -0.337 -0.018 -0.120 -0.020 -0.598 -0.023 0.179 -0.026 0.020 0.062 0.388 -0.057 0.161 0.027 0.101 -0.131 0.273 -0.053 -0.225 0.282 -0.300 | -| phi_p | -0.023 0.030 1.000 -0.030 0.002 -0.006 -0.010 -0.021 0.009 0.017 -0.006 0.002 0.862 0.006 -0.007 0.003 -0.051 0.041 -0.006 0.020 0.007 0.001 0.014 -0.014 | -| DDstar_p | 0.842 -0.337 -0.030 1.000 -0.143 0.103 0.004 0.789 0.005 -0.672 0.032 -0.212 0.025 -0.827 0.269 -0.075 0.076 -0.142 0.057 -0.691 -0.391 0.326 -0.296 0.323 | -| psi2s_p | 0.126 -0.018 0.002 -0.143 1.000 0.059 0.002 0.159 0.005 0.185 -0.076 0.098 0.006 0.242 -0.008 -0.020 0.013 -0.031 0.015 0.070 0.176 0.080 -0.060 0.057 | -| p4040_s | 0.212 -0.120 -0.006 0.103 0.059 1.000 0.003 0.321 0.005 -0.331 0.193 -0.105 -0.008 -0.097 0.019 0.159 0.002 -0.028 0.159 -0.205 -0.108 0.094 -0.247 0.044 | -| rho_p | 0.006 -0.020 -0.010 0.004 0.002 0.003 1.000 0.008 0.002 -0.001 0.004 0.002 -0.006 -0.003 0.000 -0.003 0.039 -0.012 0.004 -0.004 0.003 -0.008 -0.004 0.015 | -| Ctt | 0.881 -0.598 -0.021 0.789 0.159 0.321 0.008 1.000 0.013 -0.514 0.158 -0.113 0.025 -0.672 0.243 -0.023 0.072 -0.169 0.228 -0.685 -0.162 0.423 -0.504 0.382 | -| omega_p | 0.013 -0.023 0.009 0.005 0.005 0.005 0.002 0.013 1.000 0.002 0.008 0.006 0.021 -0.005 0.001 -0.005 0.311 -0.067 0.004 -0.008 0.006 -0.011 -0.010 0.025 | -| p4160_p | -0.385 0.179 0.017 -0.672 0.185 -0.331 -0.001 -0.514 0.002 1.000 0.148 0.444 -0.006 0.674 -0.140 -0.062 -0.025 0.042 -0.105 0.502 0.552 -0.094 0.168 -0.108 | -| p3770_s | 0.296 -0.026 -0.006 0.032 -0.076 0.193 0.004 0.158 0.008 0.148 1.000 0.183 0.006 0.135 0.069 -0.060 0.027 -0.069 0.093 -0.219 0.187 0.136 -0.114 0.126 | -| p4040_p | 0.065 0.020 0.002 -0.212 0.098 -0.105 0.002 -0.113 0.006 0.444 0.183 1.000 0.007 0.297 -0.007 -0.075 0.015 -0.038 0.288 0.174 0.378 0.090 -0.054 0.062 | -| phi_s | 0.047 0.062 0.862 0.025 0.006 -0.008 -0.006 0.025 0.021 -0.006 0.006 0.007 1.000 -0.039 0.009 -0.014 -0.016 -0.001 -0.017 -0.029 -0.010 -0.002 -0.035 0.058 | -| jpsi_p | -0.589 0.388 0.006 -0.827 0.242 -0.097 -0.003 -0.672 -0.005 0.674 0.135 0.297 -0.039 1.000 -0.207 0.007 -0.059 0.104 -0.077 0.587 0.396 -0.226 0.339 -0.272 | -| DDstar_s | 0.274 -0.057 -0.007 0.269 -0.008 0.019 0.000 0.243 0.001 -0.140 0.069 -0.007 0.009 -0.207 1.000 -0.039 0.021 -0.034 0.013 -0.179 -0.086 0.072 -0.143 0.078 | -| p4415_s | -0.152 0.161 0.003 -0.075 -0.020 0.159 -0.003 -0.023 -0.005 -0.062 -0.060 -0.075 -0.014 0.007 -0.039 1.000 -0.028 0.059 0.297 0.040 -0.174 -0.159 0.098 -0.132 | -| omega_s | 0.104 0.027 -0.051 0.076 0.013 0.002 0.039 0.072 0.311 -0.025 0.027 0.015 -0.016 -0.059 0.021 -0.028 1.000 -0.358 -0.010 -0.070 -0.014 -0.003 -0.074 0.110 | -| rho_s | -0.196 0.101 0.041 -0.142 -0.031 -0.028 -0.012 -0.169 -0.067 0.042 -0.069 -0.038 -0.001 0.104 -0.034 0.059 -0.358 1.000 -0.013 0.129 -0.002 0.045 0.141 -0.264 | -| p4160_s | 0.130 -0.131 -0.006 0.057 0.015 0.159 0.004 0.228 0.004 -0.105 0.093 0.288 -0.017 -0.077 0.013 0.297 -0.010 -0.013 1.000 -0.109 -0.096 0.049 -0.163 0.012 | -| p3770_p | -0.704 0.273 0.020 -0.691 0.070 -0.205 -0.004 -0.685 -0.008 0.502 -0.219 0.174 -0.029 0.587 -0.179 0.040 -0.070 0.129 -0.109 1.000 0.233 -0.334 0.567 -0.281 | -| p4415_p | -0.110 -0.053 0.007 -0.391 0.176 -0.108 0.003 -0.162 0.006 0.552 0.187 0.378 -0.010 0.396 -0.086 -0.174 -0.014 -0.002 -0.096 0.233 1.000 0.046 -0.066 -0.016 | -| bplus_1 | 0.452 -0.225 0.001 0.326 0.080 0.094 -0.008 0.423 -0.011 -0.094 0.136 0.090 -0.002 -0.226 0.072 -0.159 -0.003 0.045 0.049 -0.334 0.046 1.000 -0.330 -0.519 | -| Dbar_s | -0.510 0.282 0.014 -0.296 -0.060 -0.247 -0.004 -0.504 -0.010 0.168 -0.114 -0.054 -0.035 0.339 -0.143 0.098 -0.074 0.141 -0.163 0.567 -0.066 -0.330 1.000 -0.316 | -| bplus_0 | 0.431 -0.300 -0.014 0.323 0.057 0.044 0.015 0.382 0.025 -0.108 0.126 0.062 0.058 -0.272 0.078 -0.132 0.110 -0.264 0.012 -0.281 -0.016 -0.519 -0.316 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.558001526731332}), (, {'error': 0.08348463324642386}), (, {'error': 0.353832379613372}), (, {'error': 1.4037316941374334}), (, {'error': 0.03551907225030426}), (, {'error': 0.1727987100211435}), (, {'error': 0.035008602425497415}), (, {'error': 0.36928361664141707}), (, {'error': 0.2557616763736412}), (, {'error': 0.14838627843995011}), (, {'error': 0.2560143135519066}), (, {'error': 0.22638624533404617}), (, {'error': 1.6726112488307727}), (, {'error': 0.048116155978616515}), (, {'error': 0.11278206164331492}), (, {'error': 0.1958676853889998}), (, {'error': 0.9031738633242603}), (, {'error': 0.3421880226190529}), (, {'error': 0.1693782293612096}), (, {'error': 0.15423993174994632}), (, {'error': 0.21160956757670668}), (, {'error': 0.04018245109809948}), (, {'error': 0.10519808303252767}), (, {'error': 0.020952079375241017})]) -Toy 21/25 -Time taken: 2 h, 33 min -Projected time left: 29 min, 12 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1603 (1603 total) | -| EDM = 0.00019 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297210.81314392516 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.22 | 0.10 | | | -2 | 2 | | -| 2 | phi_p | 0.84 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 0.26 | 0.47 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.806 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.10 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -0.68 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.12 | 0.17 | | | -1.5 | 1.5 | | -| 8 | omega_p | -6.13 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.31 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.25 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.82 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 22.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 1.695 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | -| 16| omega_s | 5.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.37 | 0.31 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.26 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -2.85 | 0.11 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -2.37 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.98 | 0.05 | | | -2 | 2 | | -| 22| Dbar_s | 0.27 | 0.07 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.384 -0.029 -0.084 -0.093 0.152 -0.015 0.497 0.019 -0.090 -0.084 -0.024 0.052 -0.374 0.044 -0.108 0.088 -0.220 0.114 -0.562 0.116 -0.328 -0.340 0.523 | -| bplus_2 | -0.384 1.000 0.077 0.178 0.017 -0.024 -0.194 -0.675 -0.026 -0.127 0.037 -0.078 0.049 0.262 0.188 0.253 -0.130 0.361 -0.043 0.129 -0.241 0.598 0.207 -0.726 | -| phi_p | -0.029 0.077 1.000 0.001 0.003 -0.007 -0.196 -0.032 -0.014 -0.005 -0.002 -0.006 0.467 0.007 0.012 0.013 -0.095 0.148 -0.008 0.016 -0.016 0.052 0.014 -0.047 | -| DDstar_p | -0.084 0.178 0.001 1.000 -0.297 -0.151 -0.001 -0.019 -0.018 -0.480 -0.211 -0.323 -0.028 -0.465 0.176 0.062 -0.054 0.124 -0.101 -0.094 -0.428 0.152 0.280 -0.273 | -| psi2s_p | -0.093 0.017 0.003 -0.297 1.000 0.013 0.005 0.130 0.001 0.088 -0.213 -0.031 -0.005 0.253 -0.050 0.025 -0.002 0.004 -0.021 0.143 0.064 0.017 0.122 -0.017 | -| p4040_s | 0.152 -0.024 -0.007 -0.151 0.013 1.000 0.027 0.252 0.001 -0.347 0.127 -0.114 -0.018 0.006 -0.055 0.149 0.003 -0.012 0.123 -0.117 -0.091 0.002 -0.103 -0.004 | -| rho_p | -0.015 -0.194 -0.196 -0.001 0.005 0.027 1.000 0.063 -0.174 0.017 0.025 0.019 -0.130 0.013 -0.009 -0.009 -0.005 0.056 0.037 0.002 0.041 -0.062 -0.001 0.035 | -| Ctt | 0.497 -0.675 -0.032 -0.019 0.130 0.252 0.063 1.000 0.015 -0.212 -0.116 -0.178 0.005 -0.413 -0.049 0.051 0.077 -0.218 0.213 -0.283 0.049 -0.396 -0.091 0.488 | -| omega_p | 0.019 -0.026 -0.014 -0.018 0.001 0.001 -0.174 0.015 1.000 0.009 0.000 0.006 0.018 -0.007 -0.011 -0.010 0.578 0.032 -0.000 -0.007 0.011 -0.032 -0.007 0.036 | -| p4160_p | -0.090 -0.127 -0.005 -0.480 0.088 -0.347 0.017 -0.212 0.009 1.000 0.106 0.338 0.002 0.329 -0.050 -0.047 0.030 -0.075 -0.106 0.255 0.410 -0.089 0.100 0.149 | -| p3770_s | -0.084 0.037 -0.002 -0.211 -0.213 0.127 0.025 -0.116 0.000 0.106 1.000 0.027 -0.023 0.239 0.008 0.029 -0.002 0.000 0.047 -0.108 0.090 0.027 0.161 -0.043 | -| p4040_p | -0.024 -0.078 -0.006 -0.323 -0.031 -0.114 0.019 -0.178 0.006 0.338 0.027 1.000 -0.005 0.207 -0.028 -0.008 0.020 -0.052 0.288 0.199 0.263 -0.051 0.104 0.091 | -| phi_s | 0.052 0.049 0.467 -0.028 -0.005 -0.018 -0.130 0.005 0.018 0.002 -0.023 -0.005 1.000 -0.041 -0.015 -0.019 -0.000 -0.003 -0.025 -0.020 -0.006 -0.046 -0.018 0.065 | -| jpsi_p | -0.374 0.262 0.007 -0.465 0.253 0.006 0.013 -0.413 -0.007 0.329 0.239 0.207 -0.041 1.000 -0.053 0.014 -0.037 0.084 -0.029 0.293 0.164 0.203 0.223 -0.239 | -| DDstar_s | 0.044 0.188 0.012 0.176 -0.050 -0.055 -0.009 -0.049 -0.011 -0.050 0.008 -0.028 -0.015 -0.053 1.000 0.023 -0.042 0.106 -0.035 0.030 -0.099 0.144 0.032 -0.232 | -| p4415_s | -0.108 0.253 0.013 0.062 0.025 0.149 -0.009 0.051 -0.010 -0.047 0.029 -0.008 -0.019 0.014 0.023 1.000 -0.045 0.113 0.270 -0.012 -0.155 0.175 0.018 -0.265 | -| omega_s | 0.088 -0.130 -0.095 -0.054 -0.002 0.003 -0.005 0.077 0.578 0.030 -0.002 0.020 -0.000 -0.037 -0.042 -0.045 1.000 -0.374 0.001 -0.034 0.042 -0.146 -0.036 0.158 | -| rho_s | -0.220 0.361 0.148 0.124 0.004 -0.012 0.056 -0.218 0.032 -0.075 0.000 -0.052 -0.003 0.084 0.106 0.113 -0.374 1.000 -0.010 0.079 -0.110 0.376 0.095 -0.408 | -| p4160_s | 0.114 -0.043 -0.008 -0.101 -0.021 0.123 0.037 0.213 -0.000 -0.106 0.047 0.288 -0.025 -0.029 -0.035 0.270 0.001 -0.010 1.000 -0.072 -0.106 -0.003 -0.076 -0.015 | -| p3770_p | -0.562 0.129 0.016 -0.094 0.143 -0.117 0.002 -0.283 -0.007 0.255 -0.108 0.199 -0.020 0.293 0.030 -0.012 -0.034 0.079 -0.072 1.000 0.076 0.102 0.313 -0.189 | -| p4415_p | 0.116 -0.241 -0.016 -0.428 0.064 -0.091 0.041 0.049 0.011 0.410 0.090 0.263 -0.006 0.164 -0.099 -0.155 0.042 -0.110 -0.106 0.076 1.000 -0.142 -0.042 0.216 | -| bplus_1 | -0.328 0.598 0.052 0.152 0.017 0.002 -0.062 -0.396 -0.032 -0.089 0.027 -0.051 -0.046 0.203 0.144 0.175 -0.146 0.376 -0.003 0.102 -0.142 1.000 0.155 -0.940 | -| Dbar_s | -0.340 0.207 0.014 0.280 0.122 -0.103 -0.001 -0.091 -0.007 0.100 0.161 0.104 -0.018 0.223 0.032 0.018 -0.036 0.095 -0.076 0.313 -0.042 0.155 1.000 -0.227 | -| bplus_0 | 0.523 -0.726 -0.047 -0.273 -0.017 -0.004 0.035 0.488 0.036 0.149 -0.043 0.091 0.065 -0.239 -0.232 -0.265 0.158 -0.408 -0.015 -0.189 0.216 -0.940 -0.227 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.494231131360499}), (, {'error': 0.10214100911800039}), (, {'error': 0.1398160386778704}), (, {'error': 0.4733954813156993}), (, {'error': 0.03146041323441651}), (, {'error': 0.15816913575132652}), (, {'error': 0.26315504399403933}), (, {'error': 0.17046278043495777}), (, {'error': 0.2986277868971303}), (, {'error': 0.10384191018899669}), (, {'error': 0.22175332158115646}), (, {'error': 0.16653263429357867}), (, {'error': 0.902013983429951}), (, {'error': 0.029987773255157446}), (, {'error': 0.09533700451604213}), (, {'error': 0.17969836650707094}), (, {'error': 1.1481789103706008}), (, {'error': 0.3082176858676151}), (, {'error': 0.1571098144197527}), (, {'error': 0.10798660545069994}), (, {'error': 0.1656155343248542}), (, {'error': 0.05216452847918385}), (, {'error': 0.07312871864041262}), (, {'error': 0.03562685922326314})]) -Toy 22/25 -Time taken: 2 h, 42 min -Projected time left: 22 min, 9 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.996E+05 | Ncalls=516 (527 total) | -| EDM = 4.17E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299647.3369666745 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 1.549 | 0.010 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | -0.808 | 0.001 | | | -2 | 2 | | -| 2 | phi_p | 0.575E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 2.885 | 0.027 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 0.4 | 7.6 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.213 | 0.001 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -1.272 | 0.004 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.528E-1 | 0.028E-1 | | | -1.5 | 1.5 | | -| 8 | omega_p | -1.596 | 0.004 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 2.924 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.156 | 0.001 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 0.889 | 0.008 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 1.869E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | -1.388 | 0.011 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -2.926E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.142 | 0.001 | | |0.126447 | 2.35355 | | -| 16| omega_s | 0.563E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.443 | 0.001 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 1.836 | 0.001 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | -1.59 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 0.341 | 0.005 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 1.828 | 0.001 | | | -2 | 2 | | -| 22| Dbar_s | 2.983E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.726 | 0.002 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.444 -0.033 0.928 -0.935 0.301 0.101 -0.886 0.037 -0.877 -0.204 0.832 0.000 -0.919 0.099 0.027 0.002 0.029 0.093 0.934 0.601 0.858 0.195 0.917 | -| bplus_2 | 0.444 1.000 -0.017 0.471 -0.475 0.153 0.051 -0.450 0.019 -0.446 -0.104 0.423 0.000 -0.467 0.050 0.013 0.001 0.015 0.047 0.474 0.305 0.436 0.099 0.466 | -| phi_p | -0.033 -0.017 1.000 -0.035 0.035 -0.011 -0.004 0.034 -0.001 0.033 0.008 -0.031 -0.000 0.035 -0.004 -0.001 -0.000 -0.001 -0.004 -0.035 -0.023 -0.033 -0.007 -0.035 | -| DDstar_p | 0.928 0.471 -0.035 1.000 -0.992 0.319 0.107 -0.939 0.039 -0.930 -0.216 0.882 0.001 -0.975 0.105 0.028 0.003 0.030 0.099 0.991 0.638 0.910 0.207 0.973 | -| psi2s_p | -0.935 -0.475 0.035 -0.992 1.000 -0.321 -0.108 0.947 -0.039 0.938 0.218 -0.890 -0.001 0.983 -0.106 -0.028 -0.003 -0.031 -0.100 -0.999 -0.643 -0.918 -0.209 -0.981 | -| p4040_s | 0.301 0.153 -0.011 0.319 -0.321 1.000 0.035 -0.304 0.013 -0.301 -0.070 0.286 0.000 -0.316 0.034 0.009 0.001 0.010 0.032 0.321 0.207 0.295 0.067 0.315 | -| rho_p | 0.101 0.051 -0.004 0.107 -0.108 0.035 1.000 -0.102 0.004 -0.101 -0.023 0.096 0.000 -0.106 0.011 0.003 0.000 0.003 0.011 0.108 0.069 0.099 0.022 0.106 | -| Ctt | -0.886 -0.450 0.034 -0.939 0.947 -0.304 -0.102 1.000 -0.037 0.888 0.206 -0.842 -0.000 0.931 -0.100 -0.027 -0.002 -0.029 -0.094 -0.945 -0.609 -0.869 -0.197 -0.928 | -| omega_p | 0.037 0.019 -0.001 0.039 -0.039 0.013 0.004 -0.037 1.000 -0.037 -0.009 0.035 0.000 -0.038 0.004 0.001 0.000 0.001 0.004 0.039 0.025 0.036 0.008 0.038 | -| p4160_p | -0.877 -0.446 0.033 -0.930 0.938 -0.301 -0.101 0.888 -0.037 1.000 0.204 -0.834 -0.000 0.922 -0.099 -0.027 -0.002 -0.029 -0.093 -0.937 -0.603 -0.861 -0.196 -0.920 | -| p3770_s | -0.204 -0.104 0.008 -0.216 0.218 -0.070 -0.023 0.206 -0.009 0.204 1.000 -0.194 -0.000 0.214 -0.023 -0.006 -0.001 -0.007 -0.022 -0.218 -0.140 -0.200 -0.045 -0.214 | -| p4040_p | 0.832 0.423 -0.031 0.882 -0.890 0.286 0.096 -0.842 0.035 -0.834 -0.194 1.000 0.000 -0.874 0.094 0.025 0.002 0.027 0.089 0.888 0.572 0.816 0.185 0.872 | -| phi_s | 0.000 0.000 -0.000 0.001 -0.001 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 1.000 -0.001 0.000 0.000 0.000 0.000 0.000 0.001 0.000 0.000 0.000 0.001 | -| jpsi_p | -0.919 -0.467 0.035 -0.975 0.983 -0.316 -0.106 0.931 -0.038 0.922 0.214 -0.874 -0.001 1.000 -0.104 -0.028 -0.002 -0.030 -0.098 -0.981 -0.632 -0.902 -0.205 -0.964 | -| DDstar_s | 0.099 0.050 -0.004 0.105 -0.106 0.034 0.011 -0.100 0.004 -0.099 -0.023 0.094 0.000 -0.104 1.000 0.003 0.000 0.003 0.011 0.106 0.068 0.097 0.022 0.104 | -| p4415_s | 0.027 0.013 -0.001 0.028 -0.028 0.009 0.003 -0.027 0.001 -0.027 -0.006 0.025 0.000 -0.028 0.003 1.000 0.000 0.001 0.003 0.028 0.018 0.026 0.006 0.028 | -| omega_s | 0.002 0.001 -0.000 0.003 -0.003 0.001 0.000 -0.002 0.000 -0.002 -0.001 0.002 0.000 -0.002 0.000 0.000 1.000 0.000 0.000 0.003 0.002 0.002 0.001 0.002 | -| rho_s | 0.029 0.015 -0.001 0.030 -0.031 0.010 0.003 -0.029 0.001 -0.029 -0.007 0.027 0.000 -0.030 0.003 0.001 0.000 1.000 0.003 0.031 0.020 0.028 0.006 0.030 | -| p4160_s | 0.093 0.047 -0.004 0.099 -0.100 0.032 0.011 -0.094 0.004 -0.093 -0.022 0.089 0.000 -0.098 0.011 0.003 0.000 0.003 1.000 0.099 0.064 0.091 0.021 0.098 | -| p3770_p | 0.934 0.474 -0.035 0.991 -0.999 0.321 0.108 -0.945 0.039 -0.937 -0.218 0.888 0.001 -0.981 0.106 0.028 0.003 0.031 0.099 1.000 0.642 0.916 0.208 0.979 | -| p4415_p | 0.601 0.305 -0.023 0.638 -0.643 0.207 0.069 -0.609 0.025 -0.603 -0.140 0.572 0.000 -0.632 0.068 0.018 0.002 0.020 0.064 0.642 1.000 0.590 0.134 0.631 | -| bplus_1 | 0.858 0.436 -0.033 0.910 -0.918 0.295 0.099 -0.869 0.036 -0.861 -0.200 0.816 0.000 -0.902 0.097 0.026 0.002 0.028 0.091 0.916 0.590 1.000 0.191 0.900 | -| Dbar_s | 0.195 0.099 -0.007 0.207 -0.209 0.067 0.022 -0.197 0.008 -0.196 -0.045 0.185 0.000 -0.205 0.022 0.006 0.001 0.006 0.021 0.208 0.134 0.191 1.000 0.204 | -| bplus_0 | 0.917 0.466 -0.035 0.973 -0.981 0.315 0.106 -0.928 0.038 -0.920 -0.214 0.872 0.001 -0.964 0.104 0.028 0.002 0.030 0.098 0.979 0.631 0.900 0.204 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010289137559594597}), (, {'error': 0.0012308223140961028}), (, {'error': 0.0015203260646980965}), (, {'error': 0.026940318946315323}), (, {'error': 7.636104999296091}), (, {'error': 0.0006270132384784688}), (, {'error': 0.003661750668688679}), (, {'error': 0.0028021252257333096}), (, {'error': 0.003646206812498498}), (, {'error': 0.010201408119919542}), (, {'error': 0.0008876429577431288}), (, {'error': 0.008340072762807349}), (, {'error': 0.002625207825788678}), (, {'error': 0.010551320461309022}), (, {'error': 4.0215348293626274e-05}), (, {'error': 0.0006690933912606445}), (, {'error': 0.0014047548466877835}), (, {'error': 0.0005711898034863605}), (, {'error': 0.0008708358673613636}), (, {'error': 0.0593239608465157}), (, {'error': 0.004739729661663361}), (, {'error': 0.0011562882473250546}), (, {'error': 1.94833928938154e-05}), (, {'error': 0.0022098552573446284})]) -Toy 23/25 -Time taken: 2 h, 48 min -Projected time left: 14 min, 36 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1366 (1366 total) | -| EDM = 0.000321 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297140.0879934213 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.12 | 0.09 | | | -2 | 2 | | -| 2 | phi_p | -5.75 | 0.25 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.863 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.23 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | rho_p | 6.18 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.30 | 0.20 | | | -1.5 | 1.5 | | -| 8 | omega_p | -5.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.11 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.89 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.08 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 20.9 | 1.3 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 4.656 | 0.025 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.47 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.62 | 0.09 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | -2.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 22| Dbar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 0.028 -0.004 -0.264 -0.044 -0.075 0.016 -0.382 0.007 -0.009 -0.076 -0.076 -0.024 0.243 -0.019 0.052 -0.007 0.045 -0.045 0.342 -0.077 -0.052 0.048 -0.070 | -| bplus_2 | 0.028 1.000 0.039 0.312 -0.085 -0.127 -0.203 -0.625 -0.022 -0.074 0.019 -0.018 0.102 -0.235 0.037 0.086 -0.014 0.007 -0.135 0.056 -0.268 -0.183 0.009 -0.070 | -| phi_p | -0.004 0.039 1.000 -0.008 -0.004 -0.009 -0.179 -0.007 -0.039 -0.004 -0.009 -0.005 0.763 0.001 0.001 -0.004 -0.074 -0.050 -0.012 -0.001 -0.009 -0.012 0.001 0.022 | -| DDstar_p | -0.264 0.312 -0.008 1.000 -0.190 -0.174 -0.025 0.027 0.004 -0.127 0.037 -0.055 -0.024 -0.270 0.084 -0.019 -0.021 0.101 -0.089 0.101 -0.247 -0.167 0.011 -0.159 | -| psi2s_p | -0.044 -0.085 -0.004 -0.190 1.000 0.024 0.007 0.238 -0.005 -0.126 -0.375 -0.198 -0.006 0.025 0.020 0.033 -0.003 -0.013 -0.024 -0.049 -0.035 0.045 0.040 0.014 | -| p4040_s | -0.075 -0.127 -0.009 -0.174 0.024 1.000 0.038 0.319 0.007 -0.476 0.108 -0.181 -0.027 0.030 -0.015 0.183 0.001 0.011 0.151 -0.131 -0.143 0.050 -0.010 -0.030 | -| rho_p | 0.016 -0.203 -0.179 -0.025 0.007 0.038 1.000 0.075 0.074 0.007 0.020 0.006 -0.117 -0.054 -0.003 0.006 0.138 0.223 0.048 -0.005 0.043 -0.057 0.000 0.059 | -| Ctt | -0.382 -0.625 -0.007 0.027 0.238 0.319 0.075 1.000 0.009 -0.307 -0.060 -0.259 -0.033 0.211 -0.009 0.182 0.004 -0.007 0.263 -0.238 -0.002 0.072 -0.013 0.042 | -| omega_p | 0.007 -0.022 -0.039 0.004 -0.005 0.007 0.074 0.009 1.000 -0.007 -0.000 -0.005 0.007 -0.038 0.001 0.005 0.878 0.339 0.008 -0.005 0.001 0.032 0.001 -0.038 | -| p4160_p | -0.009 -0.074 -0.004 -0.127 -0.126 -0.476 0.007 -0.307 -0.007 1.000 -0.050 0.278 0.001 -0.023 0.061 -0.046 0.001 -0.032 -0.139 0.131 0.316 0.057 0.050 0.045 | -| p3770_s | -0.076 0.019 -0.009 0.037 -0.375 0.108 0.020 -0.060 -0.000 -0.050 1.000 -0.081 -0.020 -0.054 0.040 0.027 -0.003 0.003 0.037 -0.272 -0.012 -0.017 0.038 -0.008 | -| p4040_p | -0.076 -0.018 -0.005 -0.055 -0.198 -0.181 0.006 -0.259 -0.005 0.278 -0.081 1.000 -0.005 -0.077 0.043 -0.015 -0.001 -0.018 0.274 0.123 0.184 0.044 0.039 0.015 | -| phi_s | -0.024 0.102 0.763 -0.024 -0.006 -0.027 -0.117 -0.033 0.007 0.001 -0.020 -0.005 1.000 0.026 -0.001 -0.014 -0.001 -0.083 -0.035 -0.003 -0.019 -0.097 -0.000 0.118 | -| jpsi_p | 0.243 -0.235 0.001 -0.270 0.025 0.030 -0.054 0.211 -0.038 -0.023 -0.054 -0.077 0.026 1.000 0.056 -0.006 -0.025 -0.061 0.007 0.004 0.047 -0.020 0.077 0.132 | -| DDstar_s | -0.019 0.037 0.001 0.084 0.020 -0.015 -0.003 -0.009 0.001 0.061 0.040 0.043 -0.001 0.056 1.000 -0.006 -0.002 0.011 -0.003 0.059 0.015 -0.024 -0.003 -0.016 | -| p4415_s | 0.052 0.086 -0.004 -0.019 0.033 0.183 0.006 0.182 0.005 -0.046 0.027 -0.015 -0.014 -0.006 -0.006 1.000 -0.003 0.028 0.314 -0.051 -0.142 -0.048 -0.002 -0.047 | -| omega_s | -0.007 -0.014 -0.074 -0.021 -0.003 0.001 0.138 0.004 0.878 0.001 -0.003 -0.001 -0.001 -0.025 -0.002 -0.003 1.000 0.105 -0.000 -0.007 0.005 -0.038 0.000 0.048 | -| rho_s | 0.045 0.007 -0.050 0.101 -0.013 0.011 0.223 -0.007 0.339 -0.032 0.003 -0.018 -0.083 -0.061 0.011 0.028 0.105 1.000 0.019 0.005 -0.025 0.241 0.004 -0.307 | -| p4160_s | -0.045 -0.135 -0.012 -0.089 -0.024 0.151 0.048 0.263 0.008 -0.139 0.037 0.274 -0.035 0.007 -0.003 0.314 -0.000 0.019 1.000 -0.060 -0.159 0.021 -0.004 -0.034 | -| p3770_p | 0.342 0.056 -0.001 0.101 -0.049 -0.131 -0.005 -0.238 -0.005 0.131 -0.272 0.123 -0.003 0.004 0.059 -0.051 -0.007 0.005 -0.060 1.000 0.012 -0.107 0.079 0.019 | -| p4415_p | -0.077 -0.268 -0.009 -0.247 -0.035 -0.143 0.043 -0.002 0.001 0.316 -0.012 0.184 -0.019 0.047 0.015 -0.142 0.005 -0.025 -0.159 0.012 1.000 0.120 0.015 0.028 | -| bplus_1 | -0.052 -0.183 -0.012 -0.167 0.045 0.050 -0.057 0.072 0.032 0.057 -0.017 0.044 -0.097 -0.020 -0.024 -0.048 -0.038 0.241 0.021 -0.107 0.120 1.000 -0.008 -0.901 | -| Dbar_s | 0.048 0.009 0.001 0.011 0.040 -0.010 0.000 -0.013 0.001 0.050 0.038 0.039 -0.000 0.077 -0.003 -0.002 0.000 0.004 -0.004 0.079 0.015 -0.008 1.000 -0.004 | -| bplus_0 | -0.070 -0.070 0.022 -0.159 0.014 -0.030 0.059 0.042 -0.038 0.045 -0.008 0.015 0.118 0.132 -0.016 -0.047 0.048 -0.307 -0.034 0.019 0.028 -0.901 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.38816131416478905}), (, {'error': 0.09166412796680401}), (, {'error': 0.2534061870555968}), (, {'error': 0.4252137424405906}), (, {'error': 0.0312636502874577}), (, {'error': 0.17078417344317032}), (, {'error': 0.23093598162875129}), (, {'error': 0.20185536964419404}), (, {'error': 0.46970536764984283}), (, {'error': 0.09049539993391997}), (, {'error': 0.21749844674774943}), (, {'error': 0.15334411372318968}), (, {'error': 1.2822511395508869}), (, {'error': 0.024857900549222656}), (, {'error': 0.037567112382238366}), (, {'error': 0.1924762958340115}), (, {'error': 4.022505309738528}), (, {'error': 0.3380728635144572}), (, {'error': 0.17098316370491462}), (, {'error': 0.08598028460715224}), (, {'error': 0.17546092239209266}), (, {'error': 0.06701984267350691}), (, {'error': 0.030415249808375594}), (, {'error': 0.03542683904595467})]) -Toy 24/25 -Time taken: 2 h, 56 min -Projected time left: 7 min, 21 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1362 (1362 total) | -| EDM = 0.000476 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297115.2118126998 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Dbar_p | 0.5 | 0.8 | | |-6.28319 | 6.28319 | | -| 1 | bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 2 | phi_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 0.05 | 0.92 | | |-6.28319 | 6.28319 | | -| 4 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.19 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | Ctt | -0.12 | 0.22 | | | -1.5 | 1.5 | | -| 8 | omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.26 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.38 | 0.26 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.00 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 20.3 | 1.7 | | | 14.8182 | 23.5818 | | -| 13| jpsi_p | 1.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_s | 6.7 | 1.5 | | | 4.19232 | 9.40768 | | -| 17| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 18| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p3770_p | 3.36 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| p4415_p | 3.93 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_1 | 0.96 | 0.06 | | | -2 | 2 | | -| 22| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 23| bplus_0 | -0.474 | 0.031 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Dbar_p bplus_2 phi_p DDstar_p psi2s_p p4040_s rho_p Ctt omega_p p4160_p p3770_s p4040_p phi_s jpsi_p DDstar_s p4415_s omega_s rho_s p4160_s p3770_p p4415_p bplus_1 Dbar_s bplus_0 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Dbar_p | 1.000 -0.048 -0.000 -0.791 -0.230 0.084 -0.002 -0.596 -0.011 0.056 -0.390 -0.176 -0.014 0.023 -0.199 0.084 -0.026 0.043 0.099 -0.147 0.157 -0.075 0.447 -0.033 | -| bplus_2 | -0.048 1.000 0.012 0.018 -0.018 -0.022 -0.030 -0.484 -0.013 -0.012 0.073 0.017 0.083 0.176 0.095 0.121 0.041 -0.010 -0.060 -0.043 -0.121 -0.122 0.060 -0.036 | -| phi_p | -0.000 0.012 1.000 -0.010 0.001 -0.001 -0.015 0.002 -0.002 0.005 -0.001 0.002 0.872 -0.019 -0.001 -0.001 -0.051 0.014 -0.002 0.001 0.003 0.002 0.001 0.002 | -| DDstar_p | -0.791 0.018 -0.010 1.000 -0.049 -0.173 0.001 0.539 -0.001 -0.458 0.078 -0.164 -0.006 -0.461 0.238 -0.021 0.005 -0.011 -0.150 -0.035 -0.472 0.026 -0.332 -0.000 | -| psi2s_p | -0.230 -0.018 0.001 -0.049 1.000 -0.005 0.001 0.290 0.004 0.145 -0.056 0.082 0.002 0.269 -0.010 -0.006 0.006 -0.013 -0.018 0.163 0.105 0.030 -0.093 0.012 | -| p4040_s | 0.084 -0.022 -0.001 -0.173 -0.005 1.000 0.002 0.132 -0.004 -0.248 0.119 -0.091 -0.022 0.095 -0.085 0.201 -0.023 0.038 0.199 -0.008 -0.052 0.021 -0.048 -0.076 | -| rho_p | -0.002 -0.030 -0.015 0.001 0.001 0.002 1.000 0.009 0.020 0.002 0.003 0.002 -0.007 -0.002 -0.003 -0.002 0.055 -0.026 0.003 0.002 0.004 -0.031 -0.003 0.033 | -| Ctt | -0.596 -0.484 0.002 0.539 0.290 0.132 0.009 1.000 0.003 -0.325 0.111 -0.174 -0.021 -0.287 0.113 0.133 -0.013 -0.002 0.114 0.012 -0.211 0.100 -0.392 -0.003 | -| omega_p | -0.011 -0.013 -0.002 -0.001 0.004 -0.004 0.020 0.003 1.000 0.011 0.008 0.010 0.030 -0.007 -0.007 -0.008 0.777 -0.082 -0.004 0.006 0.006 -0.067 -0.012 0.073 | -| p4160_p | 0.056 -0.012 0.005 -0.458 0.145 -0.248 0.002 -0.325 0.011 1.000 0.187 0.520 0.013 0.518 -0.062 -0.106 0.021 -0.042 -0.055 0.271 0.578 0.038 0.066 0.059 | -| p3770_s | -0.390 0.073 -0.001 0.078 -0.056 0.119 0.003 0.111 0.008 0.187 1.000 0.163 -0.002 0.309 0.056 -0.028 0.011 -0.024 0.031 -0.064 0.132 0.029 -0.160 0.014 | -| p4040_p | -0.176 0.017 0.002 -0.164 0.082 -0.091 0.002 -0.174 0.010 0.520 0.163 1.000 0.010 0.365 0.009 -0.088 0.020 -0.040 0.253 0.285 0.389 0.041 -0.042 0.049 | -| phi_s | -0.014 0.083 0.872 -0.006 0.002 -0.022 -0.007 -0.021 0.030 0.013 -0.002 0.010 1.000 -0.023 -0.004 -0.011 -0.000 -0.034 -0.025 0.008 -0.005 -0.064 -0.013 0.074 | -| jpsi_p | 0.023 0.176 -0.019 -0.461 0.269 0.095 -0.002 -0.287 -0.007 0.518 0.309 0.365 -0.023 1.000 -0.096 -0.078 -0.007 0.001 0.038 0.166 0.403 0.062 0.093 -0.047 | -| DDstar_s | -0.199 0.095 -0.001 0.238 -0.010 -0.085 -0.003 0.113 -0.007 -0.062 0.056 0.009 -0.004 -0.096 1.000 -0.018 -0.011 0.027 -0.063 0.067 -0.121 -0.042 -0.107 -0.037 | -| p4415_s | 0.084 0.121 -0.001 -0.021 -0.006 0.201 -0.002 0.133 -0.008 -0.106 -0.028 -0.088 -0.011 -0.078 -0.018 1.000 -0.020 0.040 0.323 -0.079 -0.161 -0.061 0.042 -0.059 | -| omega_s | -0.026 0.041 -0.051 0.005 0.006 -0.023 0.055 -0.013 0.777 0.021 0.011 0.020 -0.000 -0.007 -0.011 -0.020 1.000 -0.366 -0.024 0.015 0.001 -0.136 -0.028 0.151 | -| rho_s | 0.043 -0.010 0.014 -0.011 -0.013 0.038 -0.026 -0.002 -0.082 -0.042 -0.024 -0.040 -0.034 0.001 0.027 0.040 -0.366 1.000 0.036 -0.038 -0.010 0.297 0.054 -0.334 | -| p4160_s | 0.099 -0.060 -0.002 -0.150 -0.018 0.199 0.003 0.114 -0.004 -0.055 0.031 0.253 -0.025 0.038 -0.063 0.323 -0.024 0.036 1.000 0.006 -0.071 0.006 -0.011 -0.066 | -| p3770_p | -0.147 -0.043 0.001 -0.035 0.163 -0.008 0.002 0.012 0.006 0.271 -0.064 0.285 0.008 0.166 0.067 -0.079 0.015 -0.038 0.006 1.000 0.187 -0.033 0.123 0.077 | -| p4415_p | 0.157 -0.121 0.003 -0.472 0.105 -0.052 0.004 -0.211 0.006 0.578 0.132 0.389 -0.005 0.403 -0.121 -0.161 0.001 -0.010 -0.071 0.187 1.000 0.065 0.041 0.003 | -| bplus_1 | -0.075 -0.122 0.002 0.026 0.030 0.021 -0.031 0.100 -0.067 0.038 0.029 0.041 -0.064 0.062 -0.042 -0.061 -0.136 0.297 0.006 -0.033 0.065 1.000 -0.076 -0.953 | -| Dbar_s | 0.447 0.060 0.001 -0.332 -0.093 -0.048 -0.003 -0.392 -0.012 0.066 -0.160 -0.042 -0.013 0.093 -0.107 0.042 -0.028 0.054 -0.011 0.123 0.041 -0.076 1.000 -0.063 | -| bplus_0 | -0.033 -0.036 0.002 -0.000 0.012 -0.076 0.033 -0.003 0.073 0.059 0.014 0.049 0.074 -0.047 -0.037 -0.059 0.151 -0.334 -0.066 0.077 0.003 -0.953 -0.063 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.8370407863108458}), (, {'error': 0.08222996651359527}), (, {'error': 0.38004985706025973}), (, {'error': 0.9164939023206138}), (, {'error': 0.03557583115999208}), (, {'error': 0.16342493445307238}), (, {'error': 0.06727992116476722}), (, {'error': 0.21969582996875947}), (, {'error': 0.39689996490870216}), (, {'error': 0.12912744999124337}), (, {'error': 0.2635333536635742}), (, {'error': 0.1859223884146477}), (, {'error': 1.7102496025971998}), (, {'error': 0.03373929969674716}), (, {'error': 0.08095052979905909}), (, {'error': 0.18919947765937806}), (, {'error': 1.530659822554862}), (, {'error': 0.36120688060864037}), (, {'error': 0.1653080179417017}), (, {'error': 0.12144786691968701}), (, {'error': 0.187602345357738}), (, {'error': 0.06244661278015262}), (, {'error': 0.3833664090726778}), (, {'error': 0.0310411476692547})]) -Toy 25/25 -Time taken: 3 h, 4 min -Projected time left: -15/25 fits converged -Mean Ctt value = -0.6510079485383719 -Mean Ctt error = 0.1906360893965609 -95 Sensitivy = 0.00030527379607547394 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247868.out b/finished fits/ff1data1/slurm-2247868.out deleted file mode 100644 index 425851f..0000000 --- a/finished fits/ff1data1/slurm-2247868.out +++ /dev/null @@ -1,5682 +0,0 @@ -Simulation starting -2019-09-05 18:54:35.862836: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 18:54:36.197453: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:14:00.0 -2019-09-05 18:54:36.198049: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:54:36.200001: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:54:36.201610: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:54:36.202007: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:54:36.204290: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:54:36.205866: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:54:36.210978: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:54:36.216953: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:54:36.217471: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 18:54:36.244452: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 18:54:36.244765: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x564a3752e500 executing computations on platform Host. Devices: -2019-09-05 18:54:36.244798: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 18:54:36.248130: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:14:00.0 -2019-09-05 18:54:36.248194: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:54:36.248225: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 18:54:36.248253: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 18:54:36.248299: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 18:54:36.248329: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 18:54:36.248357: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 18:54:36.248386: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 18:54:36.254084: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 18:54:36.254200: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 18:54:36.474259: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 18:54:36.474308: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 18:54:36.474324: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 18:54:36.483654: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:14:00.0, compute capability: 3.7) -2019-09-05 18:54:36.487323: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x564a37a8aa00 executing computations on platform CUDA. Devices: -2019-09-05 18:54:36.487365: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 18:54:38.597973 139819770656512 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 18:54:38.663275 139819770656512 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 18:54:39.217324 139819770656512 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 18:55:11.242058: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 18:55:20.297503 139819770656512 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322184.5013268 Edm = 50.0402 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322184.5013268 Edm = 50.0402 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313559.1001027 Edm = 34.3251 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 313397.728459 Edm = 422.101 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 313153.5971337 Edm = 157.475 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298093.8345987 Edm = 8.28046 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298071.7998327 Edm = 30.2663 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297798.2148456 Edm = 3.06591 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297794.2456851 Edm = 0.428593 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297793.8314126 Edm = 0.323582 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297718.1238735 Edm = 6.0148 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297711.1908421 Edm = 0.0271419 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297711.0810005 Edm = 0.0822371 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297697.7297515 Edm = 11.5129 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297527.7123565 Edm = 12.0135 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297505.2607213 Edm = 6.38396 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297498.1256127 Edm = 1.63976 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297496.3459078 Edm = 0.0551571 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297496.2882679 Edm = 0.00565579 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297496.2694073 Edm = 0.0157202 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297491.1024997 Edm = 2.944 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297490.7399432 Edm = 0.0131345 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297490.7220887 Edm = 0.00618712 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297490.5849053 Edm = 0.107898 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297454.3531375 Edm = 18.9423 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297423.5969971 Edm = 1.84802 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297421.2028997 Edm = 0.355221 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297420.7356152 Edm = 0.0288422 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297420.7100259 Edm = 0.00533216 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297420.6828854 Edm = 0.0211651 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297417.0926486 Edm = 3.38203 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297409.1930143 Edm = 4.5913 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297394.3379823 Edm = 0.324296 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297394.1220479 Edm = 0.103903 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297394.0447842 Edm = 0.0135444 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297394.0182932 Edm = 0.00271216 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297393.968514 Edm = 0.0452602 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297388.9481803 Edm = 5.72839 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297388.8439203 Edm = 0.216621 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297386.1318436 Edm = 2.00706 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297373.0436653 Edm = 3.60033 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297367.9175622 Edm = 0.841003 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297367.0774235 Edm = 0.458113 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297366.6590933 Edm = 0.172753 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297366.4560339 Edm = 0.0208549 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297366.4334175 Edm = 0.000774027 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297366.4299013 Edm = 0.00289467 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297366.3068795 Edm = 0.134653 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297366.2277494 Edm = 0.0786279 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297365.6425903 Edm = 0.628263 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297365.6402651 Edm = 0.00114632 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297365.5677555 Edm = 0.0881424 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297365.5513547 Edm = 0.0158901 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297365.0242259 Edm = 0.503751 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297355.0990099 Edm = 7.90013 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297333.5424386 Edm = 0.876918 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297333.099644 Edm = 1.33103 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297332.8938288 Edm = 0.559277 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297332.6423947 Edm = 0.261721 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297332.3191101 Edm = 0.180196 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297332.0625624 Edm = 0.00882119 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297332.0530832 Edm = 0.000855335 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297332.0516338 Edm = 0.000634746 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297332.0440668 Edm = 0.00681972 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297330.8713789 Edm = 0.907016 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297325.3811493 Edm = 0.427382 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297324.9821342 Edm = 0.136429 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297324.8752518 Edm = 0.0293716 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297324.8161238 Edm = 0.00324536 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297324.8124131 Edm = 0.000148207 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297324.8121546 Edm = 0.000152509 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297324.811075 Edm = 0.00111774 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297324.7610841 Edm = 0.0457511 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297323.0572695 Edm = 0.435397 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297322.7806838 Edm = 0.619566 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297322.5811301 Edm = 0.00896787 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297322.5703933 Edm = 0.0020501 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297322.563838 Edm = 0.00271548 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297322.5582731 Edm = 0.00134465 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297322.5567415 Edm = 0.000164194 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297322.5564446 Edm = 7.17886e-05 NCalls = 270 -VariableMetric: After Hessian - FCN = 297322.5564446 Edm = 102.247 NCalls = 745 -VariableMetric: Iteration # 80 - FCN = 297322.5564446 Edm = 102.247 NCalls = 745 -VariableMetric: Iteration # 81 - FCN = 297315.3561185 Edm = 107325 NCalls = 756 -VariableMetric: Iteration # 82 - FCN = 297313.5946775 Edm = 37.6283 NCalls = 765 -VariableMetric: Iteration # 83 - FCN = 297307.4090312 Edm = 0.496648 NCalls = 768 -VariableMetric: Iteration # 84 - FCN = 297305.7349898 Edm = 1.04317 NCalls = 771 -VariableMetric: Iteration # 85 - FCN = 297303.9838813 Edm = 0.322867 NCalls = 773 -VariableMetric: Iteration # 86 - FCN = 297302.6705096 Edm = 0.528092 NCalls = 776 -VariableMetric: Iteration # 87 - FCN = 297302.0932837 Edm = 0.10403 NCalls = 778 -VariableMetric: Iteration # 88 - FCN = 297301.9389934 Edm = 0.0716794 NCalls = 780 -VariableMetric: Iteration # 89 - FCN = 297301.4798003 Edm = 0.0637427 NCalls = 783 -VariableMetric: Iteration # 90 - FCN = 297301.355351 Edm = 0.033652 NCalls = 785 -VariableMetric: Iteration # 91 - FCN = 297301.1183556 Edm = 0.0629961 NCalls = 788 -VariableMetric: Iteration # 92 - FCN = 297301.0341345 Edm = 0.0156374 NCalls = 790 -VariableMetric: Iteration # 93 - FCN = 297300.9486172 Edm = 0.0282409 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297300.898527 Edm = 0.0073274 NCalls = 795 -VariableMetric: Iteration # 95 - FCN = 297300.8322899 Edm = 0.0158989 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297300.8065893 Edm = 0.00532678 NCalls = 800 -VariableMetric: Iteration # 97 - FCN = 297300.7884453 Edm = 0.0118075 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297300.75715 Edm = 0.00343318 NCalls = 805 -VariableMetric: Iteration # 99 - FCN = 297300.7385452 Edm = 0.0057544 NCalls = 808 -VariableMetric: Iteration # 100 - FCN = 297300.7266665 Edm = 0.00119131 NCalls = 810 -VariableMetric: Iteration # 101 - FCN = 297300.7227003 Edm = 0.00147366 NCalls = 812 -VariableMetric: Iteration # 102 - FCN = 297300.7160933 Edm = 0.00214699 NCalls = 814 -VariableMetric: Iteration # 103 - FCN = 297300.7113905 Edm = 0.00110635 NCalls = 816 -VariableMetric: Iteration # 104 - FCN = 297300.709166 Edm = 0.00166988 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297300.6877924 Edm = 0.00377051 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297300.6807568 Edm = 0.00292025 NCalls = 825 -VariableMetric: Iteration # 107 - FCN = 297300.6703931 Edm = 0.00987958 NCalls = 828 -VariableMetric: Iteration # 108 - FCN = 297300.6579537 Edm = 0.00153595 NCalls = 831 -VariableMetric: Iteration # 109 - FCN = 297300.6556748 Edm = 0.000849042 NCalls = 833 -VariableMetric: Iteration # 110 - FCN = 297300.654266 Edm = 0.000832891 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297300.6529179 Edm = 0.000278729 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297300.6519783 Edm = 0.000306543 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297300.6511693 Edm = 0.000200176 NCalls = 842 -VariableMetric: Iteration # 114 - FCN = 297300.6508239 Edm = 7.91862e-05 NCalls = 844 -VariableMetric: Iteration # 115 - FCN = 297300.650518 Edm = 0.000228466 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297300.6488559 Edm = 0.000254524 NCalls = 849 -VariableMetric: Iteration # 117 - FCN = 297300.6484753 Edm = 8.81214e-05 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297300.6471612 Edm = 0.000921585 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297300.6442327 Edm = 0.00086461 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297300.6433085 Edm = 5.59054e-05 NCalls = 857 -VariableMetric: After Hessian - FCN = 297300.6433085 Edm = 0.00163317 NCalls = 1342 -VariableMetric: Iteration # 121 - FCN = 297300.6433085 Edm = 0.00163317 NCalls = 1342 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335915.0126382 Edm = 1244.81 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335915.0126382 Edm = 1244.81 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300986.3493276 Edm = 22.2186 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298924.4235376 Edm = 136.317 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298891.6327192 Edm = 53.2094 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298878.2666089 Edm = 2.81642 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298193.3381586 Edm = 81.5871 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298076.9026066 Edm = 128.395 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297981.6673347 Edm = 0.894093 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297980.8691747 Edm = 0.0754124 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297980.6487835 Edm = 0.199399 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297896.5666801 Edm = 8.29055 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297802.79811 Edm = 16.4817 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297705.3432103 Edm = 32.0703 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297692.5670701 Edm = 4.32236 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297684.1164206 Edm = 1.08777 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297682.0697294 Edm = 0.653008 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297680.8328055 Edm = 0.579559 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297675.5355283 Edm = 5.40291 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297641.9575674 Edm = 47.1475 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297581.1898074 Edm = 34.5206 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297580.8243815 Edm = 1.8162 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297578.5233335 Edm = 0.965952 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297547.6329252 Edm = 1.03829 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297543.02153 Edm = 3.35259 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297521.0197724 Edm = 6.41069 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297505.4517711 Edm = 6.16547 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297497.3621204 Edm = 2.09501 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297495.5088209 Edm = 0.0850378 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297495.3372605 Edm = 0.0793368 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297491.8270532 Edm = 2.88769 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297491.431914 Edm = 0.74474 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297487.3443294 Edm = 2.4195 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297480.4656212 Edm = 0.510303 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297480.0065232 Edm = 0.0225414 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297479.9611322 Edm = 0.0370905 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297479.6751705 Edm = 0.341469 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297476.5476412 Edm = 2.47955 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297458.6134005 Edm = 2.52113 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297456.184015 Edm = 0.380548 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297455.8207242 Edm = 0.0281 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297455.786866 Edm = 0.0214542 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297455.7525171 Edm = 0.0405032 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297455.1590436 Edm = 0.624469 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297442.067164 Edm = 4.00472 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297411.904062 Edm = 15.1888 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297384.1189043 Edm = 4.07749 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297375.8702152 Edm = 2.77336 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297371.573831 Edm = 2.23492 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297367.440252 Edm = 2.6028 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297359.5165626 Edm = 2.11649 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297355.9234422 Edm = 0.394632 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297355.7061095 Edm = 0.313366 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297355.585665 Edm = 0.0122232 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297355.575166 Edm = 0.0094756 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297355.5304838 Edm = 0.0377509 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297350.2071917 Edm = 3.83492 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297342.716328 Edm = 3.87583 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297340.6337828 Edm = 0.735885 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297339.6776092 Edm = 0.197456 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297339.13853 Edm = 0.126084 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297339.0192131 Edm = 0.0455094 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297338.9757104 Edm = 0.00444475 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297338.9683823 Edm = 0.00195729 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297338.956262 Edm = 0.00921746 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297338.624378 Edm = 0.238634 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297334.5986575 Edm = 6.29535 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297333.8156409 Edm = 0.812662 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297328.5111418 Edm = 0.992701 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297327.6890409 Edm = 0.0397068 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297327.6529213 Edm = 0.00330511 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297327.6462224 Edm = 0.00233461 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297327.6330206 Edm = 0.00912895 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297327.4384786 Edm = 0.212883 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297326.4736085 Edm = 0.814024 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297314.7843971 Edm = 1.39948 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297313.8512813 Edm = 0.216431 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297313.6012235 Edm = 0.024195 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297313.5785335 Edm = 0.00156982 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297313.5736652 Edm = 0.00292847 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297313.5446418 Edm = 0.0237765 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297312.9393344 Edm = 0.352625 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297309.7943185 Edm = 2.39256 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297305.3736987 Edm = 1.78774 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297303.6262356 Edm = 2.05181 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297300.8041826 Edm = 0.979905 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297299.146526 Edm = 0.794265 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297298.3633068 Edm = 0.0543121 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297298.2934221 Edm = 0.00592799 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297298.2602036 Edm = 0.0164121 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297298.2227659 Edm = 0.00379906 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297298.2154777 Edm = 0.00068933 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297298.2142396 Edm = 0.000460927 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297298.2118944 Edm = 0.00175685 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297298.189033 Edm = 0.0153927 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297297.9542577 Edm = 0.126913 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297296.1910702 Edm = 0.277595 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297295.9270709 Edm = 0.123121 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297295.8457384 Edm = 0.00895657 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297295.8355929 Edm = 0.000283629 NCalls = 304 -VariableMetric: Iteration # 99 - FCN = 297295.8351577 Edm = 0.000114843 NCalls = 306 -VariableMetric: Iteration # 100 - FCN = 297295.8343663 Edm = 0.000624858 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297295.8261083 Edm = 0.00978748 NCalls = 312 -VariableMetric: Iteration # 102 - FCN = 297295.685546 Edm = 0.13332 NCalls = 318 -VariableMetric: Iteration # 103 - FCN = 297294.2745185 Edm = 0.63452 NCalls = 321 -VariableMetric: Iteration # 104 - FCN = 297293.166971 Edm = 0.0421268 NCalls = 323 -VariableMetric: Iteration # 105 - FCN = 297293.1216633 Edm = 0.00190689 NCalls = 325 -VariableMetric: Iteration # 106 - FCN = 297293.1198948 Edm = 8.11765e-05 NCalls = 326 -VariableMetric: Iteration # 107 - FCN = 297293.1196922 Edm = 0.000129096 NCalls = 328 -VariableMetric: Iteration # 108 - FCN = 297293.1126989 Edm = 0.0067156 NCalls = 333 -VariableMetric: Iteration # 109 - FCN = 297292.9069075 Edm = 0.174979 NCalls = 337 -VariableMetric: Iteration # 110 - FCN = 297291.6246213 Edm = 0.129487 NCalls = 340 -VariableMetric: Iteration # 111 - FCN = 297291.4813012 Edm = 0.00167714 NCalls = 342 -VariableMetric: Iteration # 112 - FCN = 297291.4794782 Edm = 5.08837e-05 NCalls = 344 -VariableMetric: After Hessian - FCN = 297291.4794782 Edm = 2247.47 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297291.4794782 Edm = 2247.47 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297285.4252455 Edm = 525.628 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297285.2763921 Edm = 55.3447 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297284.9066649 Edm = 9845.17 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297284.774653 Edm = 1822.09 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297284.5868607 Edm = 2045.56 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297284.4825639 Edm = 84.5152 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297284.0991385 Edm = 77.4755 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297283.6987398 Edm = 115.087 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297283.341658 Edm = 526.457 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297281.8845259 Edm = 63.0199 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297281.7612132 Edm = 20.443 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297281.6760905 Edm = 57.0943 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297279.0619316 Edm = 83.9647 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297278.1663145 Edm = 11.3844 NCalls = 881 -VariableMetric: Iteration # 128 - FCN = 297278.0384662 Edm = 118.853 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297276.9866276 Edm = 12.3866 NCalls = 885 -VariableMetric: Iteration # 130 - FCN = 297276.3337689 Edm = 4.69798 NCalls = 887 -VariableMetric: Iteration # 131 - FCN = 297274.8580616 Edm = 17.3835 NCalls = 889 -VariableMetric: Iteration # 132 - FCN = 297273.7041455 Edm = 11.3259 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297271.5747031 Edm = 100.038 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297271.0760762 Edm = 12.0239 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297270.9061925 Edm = 1.43337 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297270.495164 Edm = 4.86457 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297269.1710955 Edm = 2.13048 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297268.9407325 Edm = 1.2762 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297268.5434107 Edm = 1.57595 NCalls = 907 -VariableMetric: Iteration # 140 - FCN = 297266.9761397 Edm = 1.89907 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297265.9054979 Edm = 1.56626 NCalls = 913 -VariableMetric: Iteration # 142 - FCN = 297265.0832119 Edm = 2.33481 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297264.4728054 Edm = 0.510987 NCalls = 919 -VariableMetric: Iteration # 144 - FCN = 297264.0251126 Edm = 0.0988734 NCalls = 921 -VariableMetric: Iteration # 145 - FCN = 297263.9998762 Edm = 0.870541 NCalls = 923 -VariableMetric: Iteration # 146 - FCN = 297263.7294018 Edm = 0.157165 NCalls = 925 -VariableMetric: Iteration # 147 - FCN = 297263.4963122 Edm = 0.375046 NCalls = 927 -VariableMetric: Iteration # 148 - FCN = 297262.8501074 Edm = 0.815578 NCalls = 931 -VariableMetric: Iteration # 149 - FCN = 297261.5822934 Edm = 2.19336 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297259.9056522 Edm = 2.22955 NCalls = 941 -VariableMetric: Iteration # 151 - FCN = 297256.0763791 Edm = 7.4294 NCalls = 945 -VariableMetric: Iteration # 152 - FCN = 297254.8642467 Edm = 2.76772 NCalls = 948 -VariableMetric: Iteration # 153 - FCN = 297253.7177224 Edm = 4.47309 NCalls = 952 -VariableMetric: Iteration # 154 - FCN = 297252.471737 Edm = 1.94477 NCalls = 958 -VariableMetric: Iteration # 155 - FCN = 297249.1759397 Edm = 4.70862 NCalls = 963 -VariableMetric: Iteration # 156 - FCN = 297248.7528218 Edm = 0.950421 NCalls = 967 -VariableMetric: Iteration # 157 - FCN = 297247.674207 Edm = 1.87746 NCalls = 970 -VariableMetric: Iteration # 158 - FCN = 297246.5114621 Edm = 1.69625 NCalls = 975 -VariableMetric: Iteration # 159 - FCN = 297245.2684569 Edm = 2.65511 NCalls = 978 -VariableMetric: Iteration # 160 - FCN = 297244.8628707 Edm = 0.471552 NCalls = 982 -VariableMetric: Iteration # 161 - FCN = 297242.2778023 Edm = 2.19836 NCalls = 987 -VariableMetric: Iteration # 162 - FCN = 297239.3507352 Edm = 0.753213 NCalls = 989 -VariableMetric: Iteration # 163 - FCN = 297238.6238695 Edm = 0.543208 NCalls = 990 -VariableMetric: Iteration # 164 - FCN = 297238.0987066 Edm = 0.230122 NCalls = 992 -VariableMetric: Iteration # 165 - FCN = 297237.5549417 Edm = 0.16933 NCalls = 994 -VariableMetric: Iteration # 166 - FCN = 297237.2374613 Edm = 0.266305 NCalls = 997 -VariableMetric: Iteration # 167 - FCN = 297236.9848866 Edm = 0.10488 NCalls = 999 -VariableMetric: Iteration # 168 - FCN = 297236.8270679 Edm = 0.081277 NCalls = 1001 -VariableMetric: Iteration # 169 - FCN = 297236.7417999 Edm = 0.0343668 NCalls = 1004 -VariableMetric: Iteration # 170 - FCN = 297236.7055522 Edm = 0.0116517 NCalls = 1005 -VariableMetric: Iteration # 171 - FCN = 297236.6895077 Edm = 0.00563195 NCalls = 1007 -VariableMetric: Iteration # 172 - FCN = 297236.6727975 Edm = 0.00872158 NCalls = 1009 -VariableMetric: Iteration # 173 - FCN = 297236.64785 Edm = 0.00755682 NCalls = 1011 -VariableMetric: Iteration # 174 - FCN = 297236.6378425 Edm = 0.00289461 NCalls = 1013 -VariableMetric: Iteration # 175 - FCN = 297236.6339763 Edm = 0.000506479 NCalls = 1015 -VariableMetric: Iteration # 176 - FCN = 297236.633427 Edm = 7.54005e-05 NCalls = 1017 -VariableMetric: After Hessian - FCN = 297236.633427 Edm = 0.000129941 NCalls = 1514 -VariableMetric: Iteration # 177 - FCN = 297236.633427 Edm = 0.000129941 NCalls = 1514 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342602.5890753 Edm = 1040.4 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342602.5890753 Edm = 1040.4 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 333895.8509809 Edm = 103.809 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 333873.6884627 Edm = 14.7566 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 333157.2046381 Edm = 785.57 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 332773.2597712 Edm = 423.866 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 319187.7367422 Edm = 10332.3 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 309786.4747723 Edm = 3.91956e+07 NCalls = 44 -VariableMetric: Iteration # 7 - FCN = 302672.621864 Edm = 1.3759e+07 NCalls = 46 -VariableMetric: Iteration # 8 - FCN = 302311.5430148 Edm = 3.61016e+07 NCalls = 57 -VariableMetric: Iteration # 9 - FCN = 300972.0408009 Edm = 1.68059e+06 NCalls = 66 -VariableMetric: Iteration # 10 - FCN = 300554.2616217 Edm = 4.50739e+06 NCalls = 74 -VariableMetric: Iteration # 11 - FCN = 300255.8898987 Edm = 1.82677e+06 NCalls = 81 -VariableMetric: Iteration # 12 - FCN = 299973.0153269 Edm = 219533 NCalls = 88 -VariableMetric: Iteration # 13 - FCN = 299786.2495109 Edm = 218881 NCalls = 95 -VariableMetric: Iteration # 14 - FCN = 299569.5581981 Edm = 185698 NCalls = 102 -VariableMetric: Iteration # 15 - FCN = 299434.122355 Edm = 149194 NCalls = 109 -VariableMetric: Iteration # 16 - FCN = 299282.8762141 Edm = 112926 NCalls = 115 -VariableMetric: Iteration # 17 - FCN = 299199.7752758 Edm = 115817 NCalls = 121 -VariableMetric: Iteration # 18 - FCN = 299100.8376698 Edm = 97928 NCalls = 128 -VariableMetric: Iteration # 19 - FCN = 298573.5682494 Edm = 416591 NCalls = 131 -VariableMetric: Iteration # 20 - FCN = 298542.1664537 Edm = 9480.62 NCalls = 135 -VariableMetric: Iteration # 21 - FCN = 298439.6201356 Edm = 32484.6 NCalls = 138 -VariableMetric: Iteration # 22 - FCN = 298254.2397551 Edm = 9956.46 NCalls = 140 -VariableMetric: Iteration # 23 - FCN = 298242.1136454 Edm = 3760.99 NCalls = 144 -VariableMetric: Iteration # 24 - FCN = 298167.2184296 Edm = 6200.47 NCalls = 147 -VariableMetric: Iteration # 25 - FCN = 298118.0619292 Edm = 1622.84 NCalls = 150 -VariableMetric: Iteration # 26 - FCN = 298036.9331065 Edm = 5795.67 NCalls = 153 -VariableMetric: Iteration # 27 - FCN = 298029.4833107 Edm = 728.428 NCalls = 156 -VariableMetric: Iteration # 28 - FCN = 297959.6986885 Edm = 2982.26 NCalls = 159 -VariableMetric: Iteration # 29 - FCN = 297790.5559428 Edm = 969.827 NCalls = 161 -VariableMetric: Iteration # 30 - FCN = 297711.8971512 Edm = 70.0401 NCalls = 163 -VariableMetric: Iteration # 31 - FCN = 297707.6478929 Edm = 89.8881 NCalls = 165 -VariableMetric: Iteration # 32 - FCN = 297706.7734989 Edm = 409.628 NCalls = 168 -VariableMetric: Iteration # 33 - FCN = 297574.1412211 Edm = 996.304 NCalls = 170 -VariableMetric: Iteration # 34 - FCN = 297457.9468476 Edm = 247.246 NCalls = 172 -VariableMetric: Iteration # 35 - FCN = 297355.1941705 Edm = 266.795 NCalls = 174 -VariableMetric: Iteration # 36 - FCN = 297327.9471545 Edm = 175.003 NCalls = 176 -VariableMetric: Iteration # 37 - FCN = 297307.7363069 Edm = 65.7379 NCalls = 178 -VariableMetric: Iteration # 38 - FCN = 297287.226022 Edm = 73.7979 NCalls = 180 -VariableMetric: Iteration # 39 - FCN = 297272.4931808 Edm = 83.8287 NCalls = 182 -VariableMetric: Iteration # 40 - FCN = 297240.3546573 Edm = 90.3383 NCalls = 184 -VariableMetric: Iteration # 41 - FCN = 297224.5757935 Edm = 50.1412 NCalls = 186 -VariableMetric: Iteration # 42 - FCN = 297202.0853564 Edm = 67.2593 NCalls = 188 -VariableMetric: Iteration # 43 - FCN = 297191.7421772 Edm = 25.839 NCalls = 190 -VariableMetric: Iteration # 44 - FCN = 297182.0755596 Edm = 7.42996 NCalls = 194 -VariableMetric: Iteration # 45 - FCN = 297178.3547539 Edm = 5.17294 NCalls = 195 -VariableMetric: Iteration # 46 - FCN = 297177.0441539 Edm = 1.93393 NCalls = 197 -VariableMetric: Iteration # 47 - FCN = 297175.6898363 Edm = 0.875275 NCalls = 200 -VariableMetric: Iteration # 48 - FCN = 297175.0034177 Edm = 0.524485 NCalls = 202 -VariableMetric: Iteration # 49 - FCN = 297174.3319072 Edm = 0.860377 NCalls = 204 -VariableMetric: Iteration # 50 - FCN = 297173.4542143 Edm = 0.527207 NCalls = 206 -VariableMetric: Iteration # 51 - FCN = 297172.1991658 Edm = 0.71857 NCalls = 208 -VariableMetric: Iteration # 52 - FCN = 297171.7102316 Edm = 1.36102 NCalls = 210 -VariableMetric: Iteration # 53 - FCN = 297171.1658461 Edm = 0.198804 NCalls = 212 -VariableMetric: Iteration # 54 - FCN = 297170.939452 Edm = 0.133187 NCalls = 214 -VariableMetric: Iteration # 55 - FCN = 297170.8005598 Edm = 0.0663767 NCalls = 216 -VariableMetric: Iteration # 56 - FCN = 297170.7574463 Edm = 0.0258332 NCalls = 218 -VariableMetric: Iteration # 57 - FCN = 297170.7305219 Edm = 0.00538546 NCalls = 220 -VariableMetric: Iteration # 58 - FCN = 297170.7212157 Edm = 0.00458799 NCalls = 222 -VariableMetric: Iteration # 59 - FCN = 297170.714192 Edm = 0.00378943 NCalls = 224 -VariableMetric: Iteration # 60 - FCN = 297170.7038964 Edm = 0.00476146 NCalls = 226 -VariableMetric: Iteration # 61 - FCN = 297170.6822275 Edm = 0.00744253 NCalls = 228 -VariableMetric: Iteration # 62 - FCN = 297170.6518184 Edm = 0.0111611 NCalls = 230 -VariableMetric: Iteration # 63 - FCN = 297170.6236157 Edm = 0.00435076 NCalls = 232 -VariableMetric: Iteration # 64 - FCN = 297170.6142641 Edm = 0.00170405 NCalls = 234 -VariableMetric: Iteration # 65 - FCN = 297170.6117852 Edm = 0.00155946 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297170.6104379 Edm = 0.000816079 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297170.608885 Edm = 0.00035233 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297170.6081196 Edm = 0.000287281 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297170.6060852 Edm = 0.00142221 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297170.5858249 Edm = 0.0122559 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297170.5465527 Edm = 0.0228152 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297170.5190513 Edm = 0.031398 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297170.4836064 Edm = 0.0885335 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297170.0113724 Edm = 0.174845 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297169.9783084 Edm = 0.136043 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297169.7211914 Edm = 0.205039 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297169.4330593 Edm = 0.123579 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297169.248699 Edm = 0.154865 NCalls = 274 -VariableMetric: Iteration # 79 - FCN = 297168.8378334 Edm = 0.312271 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297167.3805893 Edm = 3.25905 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297167.2991256 Edm = 0.455357 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297166.8602988 Edm = 0.447391 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297166.4742111 Edm = 1.12212 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297165.6012596 Edm = 1.48038 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297162.2898658 Edm = 4.42322 NCalls = 297 -VariableMetric: Iteration # 86 - FCN = 297161.689396 Edm = 2.85661 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297160.8296167 Edm = 2.08849 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297160.1934827 Edm = 1.22684 NCalls = 306 -VariableMetric: Iteration # 89 - FCN = 297159.446512 Edm = 0.764527 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297158.7632305 Edm = 0.143162 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297158.5679267 Edm = 0.0488957 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297158.5055474 Edm = 0.0533176 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297158.4249137 Edm = 0.0699269 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297158.1044356 Edm = 0.496819 NCalls = 324 -VariableMetric: Iteration # 95 - FCN = 297157.7274427 Edm = 0.724162 NCalls = 331 -VariableMetric: Iteration # 96 - FCN = 297157.2120719 Edm = 1.36672 NCalls = 336 -VariableMetric: Iteration # 97 - FCN = 297156.9051381 Edm = 0.39764 NCalls = 340 -VariableMetric: Iteration # 98 - FCN = 297156.461591 Edm = 0.311038 NCalls = 345 -VariableMetric: Iteration # 99 - FCN = 297155.5865355 Edm = 0.583077 NCalls = 347 -VariableMetric: Iteration # 100 - FCN = 297154.8898205 Edm = 0.323608 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297154.6283858 Edm = 0.413729 NCalls = 351 -VariableMetric: Iteration # 102 - FCN = 297154.2314927 Edm = 0.144842 NCalls = 353 -VariableMetric: Iteration # 103 - FCN = 297154.0447323 Edm = 0.0499413 NCalls = 355 -VariableMetric: Iteration # 104 - FCN = 297153.9567399 Edm = 0.0429815 NCalls = 357 -VariableMetric: Iteration # 105 - FCN = 297153.8964507 Edm = 0.0286068 NCalls = 360 -VariableMetric: Iteration # 106 - FCN = 297153.8157551 Edm = 0.0146899 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297153.7919577 Edm = 0.0016759 NCalls = 364 -VariableMetric: Iteration # 108 - FCN = 297153.7895959 Edm = 0.00023033 NCalls = 366 -VariableMetric: Iteration # 109 - FCN = 297153.7890504 Edm = 0.000147232 NCalls = 368 -VariableMetric: Iteration # 110 - FCN = 297153.7887339 Edm = 3.0357e-05 NCalls = 370 -VariableMetric: After Hessian - FCN = 297153.7887339 Edm = 2.95561e-05 NCalls = 913 -VariableMetric: Iteration # 111 - FCN = 297153.7887339 Edm = 2.95561e-05 NCalls = 913 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307764.0426264 Edm = 11.8774 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307764.0426264 Edm = 11.8774 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300010.9376795 Edm = 1.36512 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300001.7007926 Edm = 2.19317 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298471.82171 Edm = 330.715 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298446.4179473 Edm = 6193.3 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298171.1980383 Edm = 99.4216 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297982.362722 Edm = 64.3919 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297634.3558205 Edm = 17.0785 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297626.6217574 Edm = 4.23842 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297623.2237179 Edm = 0.0210015 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297616.8457975 Edm = 2.20325 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297613.7624231 Edm = 0.0354474 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297613.6977692 Edm = 0.0485075 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297600.3507733 Edm = 9.78961 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297567.9667051 Edm = 5.46076 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297556.8666419 Edm = 4.1301 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297551.5971582 Edm = 6.64587 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297537.5896684 Edm = 3.29012 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297534.1542813 Edm = 0.132385 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297534.0502517 Edm = 0.0975033 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297533.8863655 Edm = 0.0312867 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297533.8086916 Edm = 0.0591916 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297524.2425692 Edm = 9.42513 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297498.5370513 Edm = 4.25108 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297491.2760991 Edm = 2.28744 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297487.4701391 Edm = 5.75298 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297477.9920486 Edm = 5.99655 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297473.3961113 Edm = 3.28001 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297469.8693292 Edm = 0.5703 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297468.8945888 Edm = 0.184963 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297468.6275411 Edm = 0.12219 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297468.5384989 Edm = 0.0420367 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297468.4648174 Edm = 0.0140451 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297468.45193 Edm = 0.00267068 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297468.447144 Edm = 0.00210872 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297468.3449611 Edm = 0.0845712 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297467.4752856 Edm = 1.19938 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297462.4109801 Edm = 2.15677 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297459.3426445 Edm = 0.883673 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297458.6614457 Edm = 0.0199513 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297458.6271512 Edm = 0.0048002 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297458.619564 Edm = 0.000211933 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297458.6184055 Edm = 0.00117943 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297458.5213329 Edm = 0.10138 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297458.4517673 Edm = 0.0666935 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297455.8298226 Edm = 1.06466 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297455.2095649 Edm = 0.255651 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297454.5477319 Edm = 0.131221 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297454.4329419 Edm = 0.0199143 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297454.4194786 Edm = 0.00295037 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297454.4171504 Edm = 0.000319978 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297454.41649 Edm = 0.000227602 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297454.4133759 Edm = 0.00189972 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297454.3769034 Edm = 0.0337575 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297452.7000873 Edm = 0.88421 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297452.2850107 Edm = 0.283747 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297451.8486164 Edm = 0.196568 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297451.3811901 Edm = 0.206085 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297451.068431 Edm = 0.0695965 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297451.0137706 Edm = 0.219046 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297450.8616871 Edm = 0.0445022 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297450.8230413 Edm = 0.0428184 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297450.7832426 Edm = 0.00757024 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297450.7678674 Edm = 0.00916062 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297450.762835 Edm = 0.00144771 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297450.7599392 Edm = 0.000891807 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297450.7494408 Edm = 0.00758969 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297450.1646798 Edm = 0.421121 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297450.1026176 Edm = 1.14926 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297449.1432986 Edm = 1.04162 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297447.4961558 Edm = 1.13383 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297443.6885634 Edm = 1.16402 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297443.004499 Edm = 0.163402 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297442.8564038 Edm = 0.0221029 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297442.84072 Edm = 0.00119734 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297442.8392849 Edm = 0.000127123 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297442.8385715 Edm = 0.000731065 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297442.800274 Edm = 0.0400874 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297442.7932912 Edm = 0.00676242 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297441.105682 Edm = 0.516661 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297440.5965474 Edm = 0.115122 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297440.5005328 Edm = 0.0676736 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297440.4050908 Edm = 0.0439753 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297440.2728869 Edm = 0.242572 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297440.2355596 Edm = 0.0539686 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297440.1988653 Edm = 0.003691 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297440.1954232 Edm = 0.000663503 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297440.1938849 Edm = 0.00049987 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297440.1930196 Edm = 0.000104195 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297440.1927888 Edm = 0.00017744 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297440.1858645 Edm = 0.00638241 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297439.6697497 Edm = 0.565496 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297439.6561635 Edm = 0.0185588 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297439.6324797 Edm = 0.0323751 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297438.7766651 Edm = 0.175636 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297438.5951989 Edm = 0.0131961 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297438.5808435 Edm = 0.00180235 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297438.5782607 Edm = 0.000340629 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297438.5778969 Edm = 1.78818e-05 NCalls = 311 -VariableMetric: After Hessian - FCN = 297438.5778969 Edm = 2.47347 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297438.5778969 Edm = 2.47347 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297438.2842063 Edm = 2.0832 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297436.5844565 Edm = 0.442509 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297436.5208667 Edm = 0.26438 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297436.4029521 Edm = 0.0391536 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297436.306625 Edm = 0.0531204 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297436.243993 Edm = 0.0334222 NCalls = 806 -VariableMetric: Iteration # 106 - FCN = 297436.2258272 Edm = 0.0138931 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297436.2118706 Edm = 0.00179687 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297436.2094649 Edm = 0.000326497 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297436.2090123 Edm = 0.000110696 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297436.208711 Edm = 0.000101666 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297436.2085633 Edm = 8.21819e-05 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297436.20843 Edm = 6.72962e-05 NCalls = 820 -VariableMetric: After Hessian - FCN = 297436.20843 Edm = 0.00039113 NCalls = 1301 -VariableMetric: Iteration # 113 - FCN = 297436.20843 Edm = 0.00039113 NCalls = 1301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332898.670233 Edm = 178.076 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332898.670233 Edm = 178.076 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302334.3120974 Edm = 2.22462 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302327.7320663 Edm = 6.36595 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300363.493152 Edm = 171.745 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 300290.033269 Edm = 273.191 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298850.1252201 Edm = 258.949 NCalls = 38 -VariableMetric: Iteration # 6 - FCN = 298850.1252201 Edm = 258.949 NCalls = 49 -VariableMetric: After Hessian - FCN = 298850.1252201 Edm = 4258.03 NCalls = 522 -VariableMetric: Iteration # 7 - FCN = 298850.1252201 Edm = 4258.03 NCalls = 522 -VariableMetric: Iteration # 8 - FCN = 298824.4025311 Edm = 926.135 NCalls = 528 -VariableMetric: Iteration # 9 - FCN = 297670.3306812 Edm = 91.4044 NCalls = 531 -VariableMetric: Iteration # 10 - FCN = 297537.5741596 Edm = 6.22424 NCalls = 540 -VariableMetric: Iteration # 11 - FCN = 297513.6069388 Edm = 7.88897 NCalls = 542 -VariableMetric: Iteration # 12 - FCN = 297459.6990287 Edm = 3.55942 NCalls = 545 -VariableMetric: Iteration # 13 - FCN = 297454.1591815 Edm = 0.973036 NCalls = 547 -VariableMetric: Iteration # 14 - FCN = 297445.6073455 Edm = 5.53765 NCalls = 551 -VariableMetric: Iteration # 15 - FCN = 297439.864202 Edm = 20.6968 NCalls = 552 -VariableMetric: Iteration # 16 - FCN = 297435.3738823 Edm = 2.03099 NCalls = 553 -VariableMetric: Iteration # 17 - FCN = 297428.5945756 Edm = 3.33275 NCalls = 555 -VariableMetric: Iteration # 18 - FCN = 297419.4469724 Edm = 1.78928 NCalls = 557 -VariableMetric: Iteration # 19 - FCN = 297412.3465591 Edm = 1.89212 NCalls = 560 -VariableMetric: Iteration # 20 - FCN = 297409.2209206 Edm = 0.562742 NCalls = 562 -VariableMetric: Iteration # 21 - FCN = 297407.3110965 Edm = 0.773368 NCalls = 564 -VariableMetric: Iteration # 22 - FCN = 297402.9902045 Edm = 0.656624 NCalls = 567 -VariableMetric: Iteration # 23 - FCN = 297402.092388 Edm = 0.0950484 NCalls = 569 -VariableMetric: Iteration # 24 - FCN = 297401.3468306 Edm = 0.452745 NCalls = 572 -VariableMetric: Iteration # 25 - FCN = 297398.9907571 Edm = 0.343955 NCalls = 574 -VariableMetric: Iteration # 26 - FCN = 297398.4307302 Edm = 0.121385 NCalls = 576 -VariableMetric: Iteration # 27 - FCN = 297396.9074561 Edm = 0.545393 NCalls = 579 -VariableMetric: Iteration # 28 - FCN = 297395.8789285 Edm = 0.462481 NCalls = 582 -VariableMetric: Iteration # 29 - FCN = 297395.1695323 Edm = 0.391758 NCalls = 585 -VariableMetric: Iteration # 30 - FCN = 297393.6180503 Edm = 0.284479 NCalls = 587 -VariableMetric: Iteration # 31 - FCN = 297393.1418948 Edm = 0.117699 NCalls = 589 -VariableMetric: Iteration # 32 - FCN = 297392.2572155 Edm = 0.516724 NCalls = 592 -VariableMetric: Iteration # 33 - FCN = 297391.2527378 Edm = 0.141136 NCalls = 595 -VariableMetric: Iteration # 34 - FCN = 297390.9849026 Edm = 0.04927 NCalls = 597 -VariableMetric: Iteration # 35 - FCN = 297390.8214084 Edm = 0.0725873 NCalls = 599 -VariableMetric: Iteration # 36 - FCN = 297390.10886 Edm = 0.348669 NCalls = 602 -VariableMetric: Iteration # 37 - FCN = 297389.342258 Edm = 0.171521 NCalls = 606 -VariableMetric: Iteration # 38 - FCN = 297389.0507624 Edm = 0.0491918 NCalls = 608 -VariableMetric: Iteration # 39 - FCN = 297388.8770323 Edm = 0.122984 NCalls = 610 -VariableMetric: Iteration # 40 - FCN = 297387.4637196 Edm = 0.750964 NCalls = 614 -VariableMetric: Iteration # 41 - FCN = 297385.4248524 Edm = 0.216606 NCalls = 616 -VariableMetric: Iteration # 42 - FCN = 297385.0745112 Edm = 0.0530144 NCalls = 618 -VariableMetric: Iteration # 43 - FCN = 297385.0058352 Edm = 0.0207883 NCalls = 620 -VariableMetric: Iteration # 44 - FCN = 297384.8001474 Edm = 0.120298 NCalls = 623 -VariableMetric: Iteration # 45 - FCN = 297383.860421 Edm = 0.122718 NCalls = 626 -VariableMetric: Iteration # 46 - FCN = 297383.6521656 Edm = 0.0138073 NCalls = 628 -VariableMetric: Iteration # 47 - FCN = 297383.6118083 Edm = 0.020491 NCalls = 630 -VariableMetric: Iteration # 48 - FCN = 297383.3439233 Edm = 0.204227 NCalls = 633 -VariableMetric: Iteration # 49 - FCN = 297382.4970696 Edm = 0.160884 NCalls = 635 -VariableMetric: Iteration # 50 - FCN = 297382.2381463 Edm = 0.0277553 NCalls = 637 -VariableMetric: Iteration # 51 - FCN = 297382.1925508 Edm = 0.0357617 NCalls = 639 -VariableMetric: Iteration # 52 - FCN = 297382.1318924 Edm = 0.0431971 NCalls = 641 -VariableMetric: Iteration # 53 - FCN = 297381.8745708 Edm = 0.175178 NCalls = 646 -VariableMetric: Iteration # 54 - FCN = 297381.319646 Edm = 0.991063 NCalls = 651 -VariableMetric: Iteration # 55 - FCN = 297381.0629271 Edm = 0.41352 NCalls = 655 -VariableMetric: Iteration # 56 - FCN = 297380.2367715 Edm = 0.557429 NCalls = 659 -VariableMetric: Iteration # 57 - FCN = 297379.6655953 Edm = 0.247996 NCalls = 661 -VariableMetric: Iteration # 58 - FCN = 297379.3995983 Edm = 0.110596 NCalls = 663 -VariableMetric: Iteration # 59 - FCN = 297379.3426913 Edm = 0.0337677 NCalls = 665 -VariableMetric: Iteration # 60 - FCN = 297379.3039359 Edm = 0.0124937 NCalls = 667 -VariableMetric: Iteration # 61 - FCN = 297379.2599327 Edm = 0.0205813 NCalls = 669 -VariableMetric: Iteration # 62 - FCN = 297379.1746109 Edm = 0.0376439 NCalls = 671 -VariableMetric: Iteration # 63 - FCN = 297378.9266222 Edm = 0.108662 NCalls = 675 -VariableMetric: Iteration # 64 - FCN = 297378.7805084 Edm = 0.0654436 NCalls = 677 -VariableMetric: Iteration # 65 - FCN = 297378.5333056 Edm = 0.122906 NCalls = 681 -VariableMetric: Iteration # 66 - FCN = 297378.2422776 Edm = 0.02758 NCalls = 683 -VariableMetric: Iteration # 67 - FCN = 297378.2107641 Edm = 0.0125624 NCalls = 685 -VariableMetric: Iteration # 68 - FCN = 297378.2021224 Edm = 0.0168099 NCalls = 686 -VariableMetric: Iteration # 69 - FCN = 297378.1782093 Edm = 0.00838797 NCalls = 689 -VariableMetric: Iteration # 70 - FCN = 297378.1619819 Edm = 0.00742936 NCalls = 692 -VariableMetric: Iteration # 71 - FCN = 297378.1417963 Edm = 0.0149909 NCalls = 694 -VariableMetric: Iteration # 72 - FCN = 297378.07561 Edm = 0.0619663 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297378.0021701 Edm = 0.194593 NCalls = 704 -VariableMetric: Iteration # 74 - FCN = 297377.9803673 Edm = 0.0387979 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297377.8303616 Edm = 0.0587969 NCalls = 713 -VariableMetric: Iteration # 76 - FCN = 297377.7489498 Edm = 0.0160823 NCalls = 716 -VariableMetric: Iteration # 77 - FCN = 297377.7176853 Edm = 0.0152506 NCalls = 718 -VariableMetric: Iteration # 78 - FCN = 297377.6755627 Edm = 0.0289581 NCalls = 721 -VariableMetric: Iteration # 79 - FCN = 297377.6131358 Edm = 0.0180995 NCalls = 725 -VariableMetric: Iteration # 80 - FCN = 297377.5964931 Edm = 0.00312267 NCalls = 727 -VariableMetric: Iteration # 81 - FCN = 297377.5932429 Edm = 0.00178431 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297377.5890823 Edm = 0.00342325 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297377.5680416 Edm = 0.0135341 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297377.487463 Edm = 0.0420771 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297377.4065819 Edm = 0.0604321 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297377.3358686 Edm = 0.0409185 NCalls = 745 -VariableMetric: Iteration # 87 - FCN = 297377.2657233 Edm = 0.0297948 NCalls = 747 -VariableMetric: Iteration # 88 - FCN = 297377.2252985 Edm = 0.0133691 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297377.2143686 Edm = 0.00862533 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297377.2025616 Edm = 0.00211936 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297377.1988587 Edm = 0.0011112 NCalls = 756 -VariableMetric: Iteration # 92 - FCN = 297377.1968751 Edm = 0.0018316 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297377.18986 Edm = 0.00663287 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297377.1601298 Edm = 0.0236442 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297377.0438318 Edm = 0.0385119 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297376.9986641 Edm = 0.0198915 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297376.9748186 Edm = 0.00540265 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297376.9679313 Edm = 0.000906151 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297376.9659235 Edm = 0.00137185 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297376.9627571 Edm = 0.00316223 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297376.9517538 Edm = 0.00791834 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297376.9212779 Edm = 0.017893 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297376.8883771 Edm = 0.019592 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297376.8819948 Edm = 0.0136816 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297376.8664311 Edm = 0.00439463 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297376.8494731 Edm = 0.0146956 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297376.8359401 Edm = 0.0100618 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297376.823663 Edm = 0.00078838 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297376.8227879 Edm = 8.95875e-05 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297376.822604 Edm = 0.000105858 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297376.8223172 Edm = 0.000158413 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297376.8217304 Edm = 0.000358524 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297376.8182009 Edm = 0.00308284 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297376.7848072 Edm = 0.0208715 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297376.7554444 Edm = 0.0125333 NCalls = 825 -VariableMetric: Iteration # 116 - FCN = 297376.7410051 Edm = 0.00297802 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297376.7359261 Edm = 0.00101258 NCalls = 829 -VariableMetric: Iteration # 118 - FCN = 297376.734559 Edm = 0.000562376 NCalls = 831 -VariableMetric: Iteration # 119 - FCN = 297376.7342334 Edm = 0.000237782 NCalls = 833 -VariableMetric: Iteration # 120 - FCN = 297376.734001 Edm = 4.2737e-05 NCalls = 835 -VariableMetric: After Hessian - FCN = 297376.734001 Edm = 0.0407538 NCalls = 1322 -VariableMetric: Iteration # 121 - FCN = 297376.734001 Edm = 0.0407538 NCalls = 1322 -VariableMetric: Iteration # 122 - FCN = 297376.7322625 Edm = 0.0364657 NCalls = 1324 -VariableMetric: Iteration # 123 - FCN = 297376.7150061 Edm = 0.00164347 NCalls = 1326 -VariableMetric: Iteration # 124 - FCN = 297376.7103194 Edm = 0.00143463 NCalls = 1329 -VariableMetric: Iteration # 125 - FCN = 297376.7056629 Edm = 0.00153228 NCalls = 1333 -VariableMetric: Iteration # 126 - FCN = 297376.704039 Edm = 0.00146619 NCalls = 1334 -VariableMetric: Iteration # 127 - FCN = 297376.7033595 Edm = 0.000673624 NCalls = 1336 -VariableMetric: Iteration # 128 - FCN = 297376.7025211 Edm = 0.000661916 NCalls = 1339 -VariableMetric: Iteration # 129 - FCN = 297376.7015377 Edm = 0.000341399 NCalls = 1341 -VariableMetric: Iteration # 130 - FCN = 297376.7012128 Edm = 0.000219574 NCalls = 1342 -VariableMetric: Iteration # 131 - FCN = 297376.7010411 Edm = 2.08668e-05 NCalls = 1345 -VariableMetric: After Hessian - FCN = 297376.7010411 Edm = 3.08376e-05 NCalls = 1834 -VariableMetric: Iteration # 132 - FCN = 297376.7010411 Edm = 3.08376e-05 NCalls = 1834 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309306.9819754 Edm = 17.3904 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309306.9819754 Edm = 17.3904 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303288.1943938 Edm = 2.06572 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302797.6839652 Edm = 3.50782 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302795.7841601 Edm = 4.46012 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301770.7292863 Edm = 2.5563 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 301731.8066109 Edm = 59.1454 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 301662.2754237 Edm = 33.9994 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 301569.3027066 Edm = 148.577 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 301527.8848394 Edm = 57.4819 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 301474.1307921 Edm = 2.47074 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 301467.6480006 Edm = 6.07442 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 301280.5475091 Edm = 67.5299 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 301240.3966296 Edm = 5.37427 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 301231.4089923 Edm = 1.55561 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 301226.7728031 Edm = 2.27156 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 301177.971293 Edm = 69.6725 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 301081.7297461 Edm = 88.3572 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 299265.816765 Edm = 2936.41 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 299239.1162841 Edm = 72.8408 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 298638.0238756 Edm = 400.984 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297630.2683981 Edm = 16.0503 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297607.0745994 Edm = 1.96699 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297604.4182218 Edm = 0.6737 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297602.9813965 Edm = 1.2258 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297582.5532555 Edm = 1.50047 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297581.4897321 Edm = 1.27705 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297580.8222105 Edm = 0.0727389 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297580.4085277 Edm = 0.304047 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297578.6840696 Edm = 1.07741 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297577.5992839 Edm = 0.349508 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297576.5997656 Edm = 0.29609 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297575.8808829 Edm = 0.453965 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297574.6575761 Edm = 1.25656 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297565.1959633 Edm = 9.86084 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297564.8428921 Edm = 0.667303 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297555.6488985 Edm = 6.28483 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297535.4637899 Edm = 0.551797 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297533.5214419 Edm = 0.689835 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297532.7722894 Edm = 1.96901 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297530.3160256 Edm = 1.63095 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297526.4881745 Edm = 18.4812 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297517.4848873 Edm = 2.02631 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297514.9068087 Edm = 5.0614 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297513.8013153 Edm = 1.88009 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297512.7413648 Edm = 1.43225 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297509.8567785 Edm = 2.87067 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297506.7680003 Edm = 2.81668 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297501.9286359 Edm = 0.595547 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297500.960668 Edm = 0.23548 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297498.7804436 Edm = 1.01602 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297497.7578682 Edm = 3.88616 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297497.4522122 Edm = 0.245369 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297497.1543333 Edm = 0.008112 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297497.1403769 Edm = 0.00869885 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297494.4649742 Edm = 2.39983 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297456.0225472 Edm = 1.31035 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297454.6824433 Edm = 0.0382304 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297454.6527318 Edm = 0.00435069 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297454.6457394 Edm = 0.00306171 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297454.3957603 Edm = 0.22988 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297447.3753804 Edm = 3.45233 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297437.2781387 Edm = 0.478618 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297436.7067523 Edm = 0.0479494 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297436.6666507 Edm = 0.00700161 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297436.6545501 Edm = 0.000832941 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297436.6402308 Edm = 0.0126848 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297435.3803063 Edm = 0.840391 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297433.2468237 Edm = 0.390365 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297432.9238574 Edm = 0.341994 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297432.7236573 Edm = 0.0610281 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297432.4685541 Edm = 0.130345 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297432.3280622 Edm = 0.0394648 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297432.2838864 Edm = 0.00232139 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297432.279892 Edm = 0.0021096 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297432.2331745 Edm = 0.0406422 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297430.5852014 Edm = 0.987534 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297427.5582594 Edm = 0.0594675 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297427.4612165 Edm = 0.0225239 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297427.4071794 Edm = 0.0187443 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297427.3877331 Edm = 0.0149096 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297427.3761729 Edm = 0.00200403 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297427.3728057 Edm = 0.000608099 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297427.3721135 Edm = 0.00028988 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297427.3712646 Edm = 0.000585388 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297427.3399233 Edm = 0.0275667 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297427.0463916 Edm = 0.766505 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297425.2487691 Edm = 2.33404 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297425.0857158 Edm = 0.145428 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297424.1795665 Edm = 0.663012 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297422.9618319 Edm = 0.0762633 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297422.8576223 Edm = 0.00472551 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297422.8479062 Edm = 0.00338436 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297422.8345847 Edm = 0.00490326 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297422.8291791 Edm = 0.00150834 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297422.8267717 Edm = 0.000483143 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297422.8259126 Edm = 0.000181543 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297422.8256577 Edm = 0.000132179 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297422.8251554 Edm = 0.000334181 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297422.815336 Edm = 0.00838969 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297422.7422019 Edm = 0.130542 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297422.714968 Edm = 0.0790071 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297421.3255827 Edm = 0.748323 NCalls = 330 -VariableMetric: Iteration # 102 - FCN = 297419.1938995 Edm = 0.246927 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297418.8987537 Edm = 0.00906628 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297418.8872496 Edm = 0.00173967 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297418.8837027 Edm = 0.00178002 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297418.880643 Edm = 0.0004045 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297418.879983 Edm = 0.000213878 NCalls = 342 -VariableMetric: Iteration # 108 - FCN = 297418.8765247 Edm = 0.0028542 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297418.7873812 Edm = 0.0975852 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297418.7030133 Edm = 0.0854789 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297414.6299731 Edm = 0.488014 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297414.0217819 Edm = 0.0811643 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297413.9481974 Edm = 0.0179564 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297413.9304958 Edm = 0.00133214 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297413.9282476 Edm = 0.000630801 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297413.9233503 Edm = 0.0018466 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297413.9228502 Edm = 0.000602585 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297413.9197298 Edm = 0.00220781 NCalls = 379 -VariableMetric: Iteration # 119 - FCN = 297413.9128935 Edm = 0.00139876 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297413.9119447 Edm = 0.000350757 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297413.9111302 Edm = 0.000315373 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297413.9028161 Edm = 0.00787348 NCalls = 389 -VariableMetric: Iteration # 123 - FCN = 297413.8891066 Edm = 0.0128945 NCalls = 394 -VariableMetric: Iteration # 124 - FCN = 297413.8025909 Edm = 0.159478 NCalls = 399 -VariableMetric: Iteration # 125 - FCN = 297413.6853222 Edm = 0.50276 NCalls = 403 -VariableMetric: Iteration # 126 - FCN = 297413.6227297 Edm = 0.104863 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297413.122362 Edm = 0.30237 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297412.2762876 Edm = 0.377607 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297412.0762806 Edm = 0.0553459 NCalls = 417 -VariableMetric: Iteration # 130 - FCN = 297411.9847802 Edm = 0.0533381 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297411.7887494 Edm = 0.125464 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297411.3903855 Edm = 0.0940454 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297411.277446 Edm = 0.0157955 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297411.2569314 Edm = 0.0029674 NCalls = 428 -VariableMetric: Iteration # 135 - FCN = 297411.2524211 Edm = 0.00301541 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297411.2474148 Edm = 0.00306127 NCalls = 433 -VariableMetric: Iteration # 137 - FCN = 297411.2408832 Edm = 0.000917391 NCalls = 436 -VariableMetric: Iteration # 138 - FCN = 297411.2390967 Edm = 0.000794642 NCalls = 438 -VariableMetric: Iteration # 139 - FCN = 297411.2383575 Edm = 0.000435897 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297411.2376141 Edm = 0.000129329 NCalls = 443 -VariableMetric: Iteration # 141 - FCN = 297411.2373145 Edm = 8.75611e-05 NCalls = 446 -VariableMetric: Iteration # 142 - FCN = 297411.2371315 Edm = 0.000225837 NCalls = 449 -VariableMetric: Iteration # 143 - FCN = 297411.2364793 Edm = 0.000598769 NCalls = 452 -VariableMetric: Iteration # 144 - FCN = 297411.2251569 Edm = 0.013587 NCalls = 458 -VariableMetric: Iteration # 145 - FCN = 297411.2249406 Edm = 8.14394e-05 NCalls = 460 -VariableMetric: Iteration # 146 - FCN = 297411.2245935 Edm = 0.000290674 NCalls = 462 -VariableMetric: Iteration # 147 - FCN = 297411.1872826 Edm = 0.027984 NCalls = 469 -VariableMetric: Iteration # 148 - FCN = 297410.943051 Edm = 0.214415 NCalls = 472 -VariableMetric: Iteration # 149 - FCN = 297410.78803 Edm = 0.138761 NCalls = 477 -VariableMetric: Iteration # 150 - FCN = 297410.4386868 Edm = 0.111157 NCalls = 481 -VariableMetric: Iteration # 151 - FCN = 297410.2470564 Edm = 0.127874 NCalls = 483 -VariableMetric: Iteration # 152 - FCN = 297410.0906978 Edm = 0.0264565 NCalls = 486 -VariableMetric: Iteration # 153 - FCN = 297410.0539785 Edm = 0.00268762 NCalls = 488 -VariableMetric: Iteration # 154 - FCN = 297410.0450646 Edm = 0.00361207 NCalls = 492 -VariableMetric: Iteration # 155 - FCN = 297410.0083412 Edm = 0.0415023 NCalls = 498 -VariableMetric: Iteration # 156 - FCN = 297410.0066074 Edm = 0.00319361 NCalls = 500 -VariableMetric: Iteration # 157 - FCN = 297409.9971585 Edm = 0.0122279 NCalls = 503 -VariableMetric: Iteration # 158 - FCN = 297409.9535982 Edm = 0.0693223 NCalls = 508 -VariableMetric: Iteration # 159 - FCN = 297409.853883 Edm = 0.0780649 NCalls = 512 -VariableMetric: Iteration # 160 - FCN = 297409.8418487 Edm = 0.0348477 NCalls = 514 -VariableMetric: Iteration # 161 - FCN = 297409.8235795 Edm = 0.00333286 NCalls = 515 -VariableMetric: Iteration # 162 - FCN = 297409.8197344 Edm = 0.00100815 NCalls = 517 -VariableMetric: Iteration # 163 - FCN = 297409.8171923 Edm = 0.00128792 NCalls = 519 -VariableMetric: Iteration # 164 - FCN = 297409.8101539 Edm = 0.000782475 NCalls = 522 -VariableMetric: Iteration # 165 - FCN = 297409.8091404 Edm = 5.38289e-05 NCalls = 524 -VariableMetric: After Hessian - FCN = 297409.8091404 Edm = 102.73 NCalls = 1001 -VariableMetric: Iteration # 166 - FCN = 297409.8091404 Edm = 102.73 NCalls = 1001 -VariableMetric: Iteration # 167 - FCN = 297406.1692866 Edm = 31.493 NCalls = 1006 -VariableMetric: Iteration # 168 - FCN = 297406.1155723 Edm = 0.621475 NCalls = 1008 -VariableMetric: Iteration # 169 - FCN = 297405.6939348 Edm = 0.0643477 NCalls = 1010 -VariableMetric: Iteration # 170 - FCN = 297405.5715982 Edm = 0.0165137 NCalls = 1012 -VariableMetric: Iteration # 171 - FCN = 297405.4788183 Edm = 0.0230228 NCalls = 1015 -VariableMetric: Iteration # 172 - FCN = 297405.3573701 Edm = 0.0500124 NCalls = 1019 -VariableMetric: Iteration # 173 - FCN = 297405.3067107 Edm = 0.0776288 NCalls = 1021 -VariableMetric: Iteration # 174 - FCN = 297405.2286456 Edm = 0.0431135 NCalls = 1024 -VariableMetric: Iteration # 175 - FCN = 297405.1469 Edm = 0.0731644 NCalls = 1026 -VariableMetric: Iteration # 176 - FCN = 297405.0788992 Edm = 0.0272215 NCalls = 1030 -VariableMetric: Iteration # 177 - FCN = 297405.039745 Edm = 0.0272599 NCalls = 1032 -VariableMetric: Iteration # 178 - FCN = 297405.0014217 Edm = 0.0215211 NCalls = 1035 -VariableMetric: Iteration # 179 - FCN = 297404.9423631 Edm = 0.0172245 NCalls = 1037 -VariableMetric: Iteration # 180 - FCN = 297404.8968607 Edm = 0.0165883 NCalls = 1039 -VariableMetric: Iteration # 181 - FCN = 297404.8477669 Edm = 0.0210056 NCalls = 1042 -VariableMetric: Iteration # 182 - FCN = 297404.8044557 Edm = 0.0115983 NCalls = 1044 -VariableMetric: Iteration # 183 - FCN = 297404.7654527 Edm = 0.0090661 NCalls = 1046 -VariableMetric: Iteration # 184 - FCN = 297404.746844 Edm = 0.00987958 NCalls = 1049 -VariableMetric: Iteration # 185 - FCN = 297404.7354657 Edm = 0.0069964 NCalls = 1051 -VariableMetric: Iteration # 186 - FCN = 297404.7194806 Edm = 0.00533482 NCalls = 1054 -VariableMetric: Iteration # 187 - FCN = 297404.6917912 Edm = 0.0125014 NCalls = 1056 -VariableMetric: Iteration # 188 - FCN = 297404.6538444 Edm = 0.00612966 NCalls = 1058 -VariableMetric: Iteration # 189 - FCN = 297404.6325615 Edm = 0.00954939 NCalls = 1060 -VariableMetric: Iteration # 190 - FCN = 297404.61278 Edm = 0.0060479 NCalls = 1064 -VariableMetric: Iteration # 191 - FCN = 297404.5948377 Edm = 0.00604007 NCalls = 1066 -VariableMetric: Iteration # 192 - FCN = 297404.5829633 Edm = 0.00537413 NCalls = 1068 -VariableMetric: Iteration # 193 - FCN = 297404.5743125 Edm = 0.0099994 NCalls = 1071 -VariableMetric: Iteration # 194 - FCN = 297404.5636485 Edm = 0.0054634 NCalls = 1073 -VariableMetric: Iteration # 195 - FCN = 297404.556698 Edm = 0.00279935 NCalls = 1075 -VariableMetric: Iteration # 196 - FCN = 297404.5486652 Edm = 0.00322441 NCalls = 1077 -VariableMetric: Iteration # 197 - FCN = 297404.5452329 Edm = 0.00261752 NCalls = 1079 -VariableMetric: Iteration # 198 - FCN = 297404.540919 Edm = 0.00200779 NCalls = 1082 -VariableMetric: Iteration # 199 - FCN = 297404.5353739 Edm = 0.000915554 NCalls = 1084 -VariableMetric: Iteration # 200 - FCN = 297404.5334069 Edm = 0.000270593 NCalls = 1086 -VariableMetric: Iteration # 201 - FCN = 297404.532919 Edm = 0.000149255 NCalls = 1088 -VariableMetric: Iteration # 202 - FCN = 297404.5327709 Edm = 4.28952e-05 NCalls = 1089 -VariableMetric: After Hessian - FCN = 297404.5327709 Edm = 0.00286832 NCalls = 1572 -VariableMetric: Iteration # 203 - FCN = 297404.5327709 Edm = 0.00286832 NCalls = 1572 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310665.4846457 Edm = 21.6214 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310665.4846457 Edm = 21.6214 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298944.9237858 Edm = 26.875 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298718.8879268 Edm = 29.2383 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298680.6777061 Edm = 15.2914 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298293.4069747 Edm = 151.722 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298108.1128881 Edm = 34.2279 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298094.8824909 Edm = 1.19121 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298093.5309176 Edm = 1.32716 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297972.6783343 Edm = 30.9047 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297880.8154131 Edm = 9.99684 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297875.7221724 Edm = 0.0753788 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297875.2297667 Edm = 0.232851 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297874.4814045 Edm = 0.311872 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297872.6670173 Edm = 1.18407 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297821.2400268 Edm = 23.4596 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297760.0436273 Edm = 4.08838 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297754.535802 Edm = 0.835841 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297753.5685115 Edm = 1.46913 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297753.2546379 Edm = 0.125237 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297753.0926234 Edm = 0.0212084 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297750.5894631 Edm = 2.37691 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297625.697369 Edm = 33.3591 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297582.6814785 Edm = 7.16965 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297574.0744785 Edm = 3.48 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297560.2853395 Edm = 4.8255 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297555.6029188 Edm = 3.56358 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297554.0091459 Edm = 0.278428 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297553.6930083 Edm = 0.045769 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297553.6551426 Edm = 0.0142993 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297553.562985 Edm = 0.0809463 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297550.7820966 Edm = 2.87219 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297540.6844829 Edm = 5.39442 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297526.9902885 Edm = 4.00637 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297525.6212342 Edm = 3.95832 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297521.3008224 Edm = 1.04263 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297519.4289172 Edm = 0.449467 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297519.0294787 Edm = 0.136925 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297518.9043565 Edm = 0.0424373 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297518.852289 Edm = 0.011518 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297518.792906 Edm = 0.0702974 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297518.2325057 Edm = 0.447714 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297511.8047742 Edm = 3.87004 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297508.3299279 Edm = 1.3571 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297506.8172474 Edm = 0.24641 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297506.5707484 Edm = 0.145109 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297506.4123861 Edm = 0.0401669 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297506.3562879 Edm = 0.00872866 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297506.3460978 Edm = 0.00376913 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297506.340356 Edm = 0.00271703 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297506.3257572 Edm = 0.0149755 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297506.103137 Edm = 0.20633 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297506.0864132 Edm = 0.0127628 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297505.9054132 Edm = 0.250625 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297505.8473969 Edm = 0.0971855 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297505.0214663 Edm = 0.310417 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297503.7189882 Edm = 3.12822 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297502.9975229 Edm = 0.763705 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297501.0802007 Edm = 0.477241 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297500.0770613 Edm = 1.09954 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297498.7803805 Edm = 1.01794 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297495.8754895 Edm = 3.05593 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297493.3790183 Edm = 8.33028 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297489.2841219 Edm = 3.0658 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297476.3689429 Edm = 3.81106 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297470.6303722 Edm = 1.0287 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297469.2355664 Edm = 0.204395 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297468.6874134 Edm = 0.440883 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297468.1800116 Edm = 0.294932 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297467.6127172 Edm = 0.264032 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297466.7518802 Edm = 0.681761 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297465.8266645 Edm = 0.291978 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297465.6668864 Edm = 0.168382 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297465.5386193 Edm = 0.0194683 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297465.4677327 Edm = 0.040642 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297465.2901368 Edm = 0.0993302 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297465.1968797 Edm = 0.0286669 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297465.16372 Edm = 0.0120641 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297465.1486634 Edm = 0.0026094 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297465.1401685 Edm = 0.00600564 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297465.0975406 Edm = 0.0423783 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297463.902927 Edm = 1.10122 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297459.0510059 Edm = 5.32266 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297456.5827474 Edm = 15.0639 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297450.1452314 Edm = 1.19768 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297448.6160288 Edm = 0.152586 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297448.4013135 Edm = 0.0975597 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297448.285777 Edm = 0.0218885 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297448.2134362 Edm = 0.0469864 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297448.0564808 Edm = 0.111907 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297447.9370157 Edm = 0.0246417 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297447.9170748 Edm = 0.00225461 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297447.9140865 Edm = 0.000394564 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297447.912455 Edm = 0.00118772 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297447.9005031 Edm = 0.00754715 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297447.8657686 Edm = 0.0127267 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297447.7375037 Edm = 0.105442 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297445.2938927 Edm = 4.35782 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297443.1032757 Edm = 1.79635 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297439.6441527 Edm = 1.48945 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297438.3561047 Edm = 0.437095 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297438.1114976 Edm = 0.248189 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297437.9625596 Edm = 0.0473743 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297437.9336331 Edm = 0.0067065 NCalls = 320 -VariableMetric: Iteration # 103 - FCN = 297437.9235595 Edm = 0.000917723 NCalls = 322 -VariableMetric: Iteration # 104 - FCN = 297437.9221269 Edm = 0.000436666 NCalls = 324 -VariableMetric: Iteration # 105 - FCN = 297437.9201081 Edm = 0.000901485 NCalls = 326 -VariableMetric: Iteration # 106 - FCN = 297437.9172725 Edm = 0.00142 NCalls = 328 -VariableMetric: Iteration # 107 - FCN = 297437.9071583 Edm = 0.00522442 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297437.8145654 Edm = 0.0959306 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297436.7215488 Edm = 0.860389 NCalls = 341 -VariableMetric: Iteration # 110 - FCN = 297430.6040974 Edm = 0.969295 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297429.8156914 Edm = 0.0389421 NCalls = 347 -VariableMetric: Iteration # 112 - FCN = 297429.7675159 Edm = 0.00342036 NCalls = 349 -VariableMetric: Iteration # 113 - FCN = 297429.7638027 Edm = 0.000696803 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297429.7630583 Edm = 0.000887843 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297429.7613185 Edm = 0.000664536 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297429.7602294 Edm = 0.000211579 NCalls = 357 -VariableMetric: Iteration # 117 - FCN = 297429.759624 Edm = 0.000523646 NCalls = 359 -VariableMetric: Iteration # 118 - FCN = 297429.7527882 Edm = 0.00543486 NCalls = 364 -VariableMetric: Iteration # 119 - FCN = 297429.683316 Edm = 0.0941796 NCalls = 368 -VariableMetric: Iteration # 120 - FCN = 297429.6706223 Edm = 0.0233445 NCalls = 371 -VariableMetric: Iteration # 121 - FCN = 297429.6241516 Edm = 0.0575694 NCalls = 374 -VariableMetric: Iteration # 122 - FCN = 297428.9661585 Edm = 0.656936 NCalls = 380 -VariableMetric: Iteration # 123 - FCN = 297428.9542765 Edm = 0.0233073 NCalls = 382 -VariableMetric: Iteration # 124 - FCN = 297428.840045 Edm = 0.112453 NCalls = 386 -VariableMetric: Iteration # 125 - FCN = 297428.30827 Edm = 0.321641 NCalls = 391 -VariableMetric: Iteration # 126 - FCN = 297427.1477896 Edm = 0.216675 NCalls = 394 -VariableMetric: Iteration # 127 - FCN = 297426.8656852 Edm = 0.116167 NCalls = 396 -VariableMetric: Iteration # 128 - FCN = 297426.5330093 Edm = 0.234164 NCalls = 401 -VariableMetric: Iteration # 129 - FCN = 297426.17755 Edm = 0.0594092 NCalls = 405 -VariableMetric: Iteration # 130 - FCN = 297426.122874 Edm = 0.00543901 NCalls = 407 -VariableMetric: Iteration # 131 - FCN = 297426.1188079 Edm = 0.00130012 NCalls = 409 -VariableMetric: Iteration # 132 - FCN = 297426.1166514 Edm = 0.00136362 NCalls = 411 -VariableMetric: Iteration # 133 - FCN = 297426.1133118 Edm = 0.000317817 NCalls = 414 -VariableMetric: Iteration # 134 - FCN = 297426.1127924 Edm = 0.000162871 NCalls = 416 -VariableMetric: Iteration # 135 - FCN = 297426.1084141 Edm = 0.00451976 NCalls = 420 -VariableMetric: Iteration # 136 - FCN = 297426.1015879 Edm = 0.00622524 NCalls = 425 -VariableMetric: Iteration # 137 - FCN = 297425.5150061 Edm = 0.120647 NCalls = 431 -VariableMetric: Iteration # 138 - FCN = 297425.37043 Edm = 0.00555178 NCalls = 433 -VariableMetric: Iteration # 139 - FCN = 297425.363615 Edm = 0.00394657 NCalls = 435 -VariableMetric: Iteration # 140 - FCN = 297425.3599637 Edm = 0.00237163 NCalls = 438 -VariableMetric: Iteration # 141 - FCN = 297425.3565171 Edm = 0.000395383 NCalls = 441 -VariableMetric: Iteration # 142 - FCN = 297425.3559242 Edm = 5.3926e-05 NCalls = 443 -VariableMetric: After Hessian - FCN = 297425.3559242 Edm = 865.759 NCalls = 924 -VariableMetric: Iteration # 143 - FCN = 297425.3559242 Edm = 865.759 NCalls = 924 -VariableMetric: Iteration # 144 - FCN = 297423.1085516 Edm = 60.5112 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297422.6398954 Edm = 0.663164 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297422.0773642 Edm = 0.080278 NCalls = 937 -VariableMetric: Iteration # 147 - FCN = 297421.9307702 Edm = 0.133154 NCalls = 939 -VariableMetric: Iteration # 148 - FCN = 297421.810469 Edm = 0.0969253 NCalls = 941 -VariableMetric: Iteration # 149 - FCN = 297421.7636813 Edm = 0.138951 NCalls = 944 -VariableMetric: Iteration # 150 - FCN = 297421.6146949 Edm = 0.0992866 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297421.5365236 Edm = 0.0730416 NCalls = 949 -VariableMetric: Iteration # 152 - FCN = 297421.413872 Edm = 0.0548178 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297421.325396 Edm = 0.0499327 NCalls = 957 -VariableMetric: Iteration # 154 - FCN = 297421.28883 Edm = 0.0178031 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297421.2630155 Edm = 0.00698027 NCalls = 962 -VariableMetric: Iteration # 156 - FCN = 297421.2507196 Edm = 0.00722108 NCalls = 964 -VariableMetric: Iteration # 157 - FCN = 297421.2418871 Edm = 0.00392118 NCalls = 967 -VariableMetric: Iteration # 158 - FCN = 297421.2300644 Edm = 0.00473798 NCalls = 969 -VariableMetric: Iteration # 159 - FCN = 297421.2082426 Edm = 0.0169554 NCalls = 973 -VariableMetric: Iteration # 160 - FCN = 297421.1934096 Edm = 0.0101345 NCalls = 975 -VariableMetric: Iteration # 161 - FCN = 297421.1769792 Edm = 0.00773086 NCalls = 978 -VariableMetric: Iteration # 162 - FCN = 297421.1599478 Edm = 0.00588741 NCalls = 980 -VariableMetric: Iteration # 163 - FCN = 297421.1512716 Edm = 0.00751215 NCalls = 982 -VariableMetric: Iteration # 164 - FCN = 297421.1432631 Edm = 0.00386406 NCalls = 985 -VariableMetric: Iteration # 165 - FCN = 297421.1314534 Edm = 0.00899813 NCalls = 989 -VariableMetric: Iteration # 166 - FCN = 297421.1221229 Edm = 0.00757376 NCalls = 991 -VariableMetric: Iteration # 167 - FCN = 297421.1104752 Edm = 0.0027529 NCalls = 994 -VariableMetric: Iteration # 168 - FCN = 297421.1041784 Edm = 0.00130425 NCalls = 997 -VariableMetric: Iteration # 169 - FCN = 297421.1014685 Edm = 0.00124533 NCalls = 999 -VariableMetric: Iteration # 170 - FCN = 297421.1006413 Edm = 0.000722571 NCalls = 1001 -VariableMetric: Iteration # 171 - FCN = 297421.0994319 Edm = 0.000253348 NCalls = 1003 -VariableMetric: Iteration # 172 - FCN = 297421.0990159 Edm = 4.91147e-05 NCalls = 1005 -VariableMetric: After Hessian - FCN = 297421.0990159 Edm = 0.000473701 NCalls = 1490 -VariableMetric: Iteration # 173 - FCN = 297421.0990159 Edm = 0.000473701 NCalls = 1490 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320544.9775168 Edm = 5921.82 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320544.9775168 Edm = 5921.82 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304735.5908578 Edm = 2.87582 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301415.8261799 Edm = 10.4461 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 298778.9662139 Edm = 1018.01 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298370.4201597 Edm = 154.956 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298124.4595376 Edm = 51.6345 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298036.6341245 Edm = 2.39192 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298031.7985014 Edm = 0.723364 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298021.7801062 Edm = 7.53955 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297782.4065385 Edm = 58.1112 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297666.9921914 Edm = 4.89992 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297663.4477037 Edm = 0.299135 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297663.0948861 Edm = 0.128588 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297657.4185635 Edm = 4.92637 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297494.7646421 Edm = 7.65272 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297488.0157334 Edm = 0.416058 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297487.6502211 Edm = 0.0335516 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297487.4607579 Edm = 0.147164 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297448.1405783 Edm = 29.9119 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297356.9464544 Edm = 20.7058 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297335.476889 Edm = 8.48659 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297318.0610318 Edm = 1.80292 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297316.3651851 Edm = 0.298132 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297316.0319992 Edm = 0.0476938 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297315.5120816 Edm = 0.450246 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297293.4489692 Edm = 9.46441 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297283.3514649 Edm = 2.27649 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297280.7299168 Edm = 0.592052 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297279.4721627 Edm = 0.249049 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297279.2670007 Edm = 0.0219086 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297279.1933136 Edm = 0.0405761 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297277.7453514 Edm = 1.27588 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297219.4662671 Edm = 29.7495 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297184.9276199 Edm = 2.81055 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297182.993142 Edm = 0.648134 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297182.3475595 Edm = 0.107417 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297182.1977389 Edm = 0.0220544 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297182.1646249 Edm = 0.00244447 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297182.1485919 Edm = 0.0129713 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297181.3031173 Edm = 0.827685 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297122.1679937 Edm = 13.4692 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297113.3653916 Edm = 6.58829 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297110.2242736 Edm = 0.143991 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297110.0427868 Edm = 0.0388883 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297110.008788 Edm = 0.0187944 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297109.9869151 Edm = 0.00901445 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297109.9448605 Edm = 0.0143736 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297109.91826 Edm = 0.0114175 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297109.8877414 Edm = 0.0272466 NCalls = 147 -VariableMetric: Iteration # 49 - FCN = 297109.1711518 Edm = 0.767173 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297108.0999135 Edm = 2.37505 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297102.4811031 Edm = 8.18836 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297098.4316662 Edm = 5.5476 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297092.5890995 Edm = 8.39854 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297087.1545763 Edm = 9.316 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297082.484057 Edm = 3.9775 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297069.7312594 Edm = 4.03404 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297067.6394035 Edm = 1.8539 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297066.833291 Edm = 0.729816 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297066.5422359 Edm = 0.0526745 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297066.498424 Edm = 0.00458845 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297066.4933438 Edm = 0.00110693 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297066.4868982 Edm = 0.00277116 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297066.4794066 Edm = 0.0018677 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297066.4557825 Edm = 0.0215597 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297059.316565 Edm = 4.56002 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297054.4969084 Edm = 0.801173 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297053.1791682 Edm = 0.179623 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297052.9658319 Edm = 0.0141014 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297052.9531173 Edm = 0.000883199 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297052.9507947 Edm = 0.00137927 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297052.9299269 Edm = 0.0179373 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297052.1897532 Edm = 0.564526 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297045.1321081 Edm = 3.03851 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297039.8403942 Edm = 0.831585 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297039.20297 Edm = 0.132034 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297039.0476474 Edm = 0.00569729 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297039.0418025 Edm = 0.000411136 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297039.041181 Edm = 0.000251069 NCalls = 237 -VariableMetric: Iteration # 79 - FCN = 297039.0334631 Edm = 0.00787747 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297038.7970855 Edm = 0.0514868 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297037.4042361 Edm = 0.69099 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297033.8591018 Edm = 0.157565 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297033.6705323 Edm = 0.00906027 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297033.6605387 Edm = 0.000651068 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297033.6598475 Edm = 0.000144699 NCalls = 259 -VariableMetric: Iteration # 86 - FCN = 297033.6589376 Edm = 0.000738987 NCalls = 262 -VariableMetric: Iteration # 87 - FCN = 297033.6306603 Edm = 0.0260276 NCalls = 266 -VariableMetric: Iteration # 88 - FCN = 297032.1931554 Edm = 0.381665 NCalls = 271 -VariableMetric: Iteration # 89 - FCN = 297031.6923964 Edm = 0.0202437 NCalls = 273 -VariableMetric: Iteration # 90 - FCN = 297031.6706048 Edm = 0.000936478 NCalls = 275 -VariableMetric: Iteration # 91 - FCN = 297031.669491 Edm = 4.07346e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297031.669491 Edm = 9.08083 NCalls = 752 -VariableMetric: Iteration # 92 - FCN = 297031.669491 Edm = 9.08083 NCalls = 752 -VariableMetric: Iteration # 93 - FCN = 297027.6772141 Edm = 10.3288 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297027.6764576 Edm = 31067.6 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297027.6736979 Edm = 6183.61 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297027.6629898 Edm = 20040.6 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297027.6483162 Edm = 532.215 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297027.644886 Edm = 426.881 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297027.6430906 Edm = 189.83 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297027.6307292 Edm = 268.072 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297027.6221586 Edm = 330.504 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297027.5994774 Edm = 1202.3 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297027.5491693 Edm = 211.611 NCalls = 815 -VariableMetric: Iteration # 104 - FCN = 297027.5032083 Edm = 1112.8 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297027.4768804 Edm = 60.5293 NCalls = 822 -VariableMetric: Iteration # 106 - FCN = 297027.458294 Edm = 71.402 NCalls = 826 -VariableMetric: Iteration # 107 - FCN = 297027.3984206 Edm = 45.424 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297027.329855 Edm = 60.8284 NCalls = 832 -VariableMetric: Iteration # 109 - FCN = 297027.2717176 Edm = 20.0118 NCalls = 835 -VariableMetric: Iteration # 110 - FCN = 297027.236387 Edm = 20.9714 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297027.2276116 Edm = 30.8944 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297027.2144199 Edm = 1.09977 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297027.2046104 Edm = 5.0028 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297027.1512786 Edm = 15.4451 NCalls = 849 -VariableMetric: Iteration # 115 - FCN = 297026.9130224 Edm = 0.123462 NCalls = 851 -VariableMetric: Iteration # 116 - FCN = 297026.9109218 Edm = 1.17651 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297026.5997898 Edm = 3.411 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297026.5955737 Edm = 265.546 NCalls = 864 -VariableMetric: Iteration # 119 - FCN = 297026.5939556 Edm = 297.649 NCalls = 869 -VariableMetric: Iteration # 120 - FCN = 297026.5926914 Edm = 3859.58 NCalls = 873 -VariableMetric: Iteration # 121 - FCN = 297026.5879492 Edm = 438.212 NCalls = 877 -VariableMetric: Iteration # 122 - FCN = 297026.584951 Edm = 50.241 NCalls = 881 -VariableMetric: Iteration # 123 - FCN = 297026.5826676 Edm = 11.2409 NCalls = 885 -VariableMetric: Iteration # 124 - FCN = 297026.5766986 Edm = 63.9107 NCalls = 888 -VariableMetric: Iteration # 125 - FCN = 297026.5623108 Edm = 17.2392 NCalls = 891 -VariableMetric: Iteration # 126 - FCN = 297026.5437955 Edm = 45.0633 NCalls = 894 -VariableMetric: Iteration # 127 - FCN = 297026.530001 Edm = 12.8765 NCalls = 897 -VariableMetric: Iteration # 128 - FCN = 297026.5009964 Edm = 16.9462 NCalls = 900 -VariableMetric: Iteration # 129 - FCN = 297026.4599084 Edm = 3.94319 NCalls = 903 -VariableMetric: Iteration # 130 - FCN = 297026.3727824 Edm = 52.0092 NCalls = 905 -VariableMetric: Iteration # 131 - FCN = 297026.2621261 Edm = 14.2897 NCalls = 907 -VariableMetric: Iteration # 132 - FCN = 297026.1878553 Edm = 12.6083 NCalls = 909 -VariableMetric: Iteration # 133 - FCN = 297026.1543706 Edm = 8.59281 NCalls = 911 -VariableMetric: Iteration # 134 - FCN = 297026.1095988 Edm = 2.83365 NCalls = 913 -VariableMetric: Iteration # 135 - FCN = 297026.064648 Edm = 1.56473 NCalls = 915 -VariableMetric: Iteration # 136 - FCN = 297026.0439756 Edm = 6.66284 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297025.9959345 Edm = 0.782443 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297025.7798955 Edm = 7.09546 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297025.3692517 Edm = 3.35156 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297025.148202 Edm = 5.64196 NCalls = 925 -VariableMetric: Iteration # 141 - FCN = 297024.8225549 Edm = 8.09655 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297022.7150161 Edm = 15.8295 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297022.5109823 Edm = 1.92122 NCalls = 932 -VariableMetric: Iteration # 144 - FCN = 297020.7514741 Edm = 1.05264 NCalls = 936 -VariableMetric: Iteration # 145 - FCN = 297020.4036436 Edm = 0.452175 NCalls = 938 -VariableMetric: Iteration # 146 - FCN = 297020.1036532 Edm = 0.187234 NCalls = 940 -VariableMetric: Iteration # 147 - FCN = 297019.9943104 Edm = 0.12711 NCalls = 942 -VariableMetric: Iteration # 148 - FCN = 297019.9176886 Edm = 0.0323436 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297019.8819294 Edm = 0.00883528 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297019.872493 Edm = 0.00158165 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297019.8703812 Edm = 0.000554685 NCalls = 949 -VariableMetric: Iteration # 152 - FCN = 297019.8699055 Edm = 6.54674e-05 NCalls = 951 -VariableMetric: After Hessian - FCN = 297019.8699055 Edm = 9.66199e-05 NCalls = 1434 -VariableMetric: Iteration # 153 - FCN = 297019.8699055 Edm = 9.66199e-05 NCalls = 1434 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317614.2590494 Edm = 20.7281 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317614.2590494 Edm = 20.7281 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299032.7464372 Edm = 2.2153 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299022.8793091 Edm = 17.7736 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298598.4692444 Edm = 131.034 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298543.9158957 Edm = 94.358 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298400.1155231 Edm = 6.86956 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298395.302702 Edm = 0.42397 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298393.3440049 Edm = 1.97961 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298015.4505255 Edm = 238.529 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297789.0937902 Edm = 539.035 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297287.0722512 Edm = 12.0445 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297278.1101936 Edm = 2.12669 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297276.6896649 Edm = 0.023632 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297276.6367313 Edm = 0.0292561 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297257.6624232 Edm = 15.0244 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297198.5791704 Edm = 4.33153 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297191.3962035 Edm = 3.04445 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297185.9168907 Edm = 2.46031 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297181.8622706 Edm = 1.51877 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297181.0321444 Edm = 0.106396 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297180.9186817 Edm = 0.00476055 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297180.8261268 Edm = 0.0903143 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297174.0898151 Edm = 1.49763 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297158.0778965 Edm = 4.08418 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297152.8502992 Edm = 0.275633 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297152.5504919 Edm = 0.00459081 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297152.5422711 Edm = 0.0038818 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297152.4187065 Edm = 0.114675 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297146.7373656 Edm = 4.11074 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297124.4018951 Edm = 1.13722 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297123.2892065 Edm = 0.405669 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297122.7940575 Edm = 0.120236 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297122.5615945 Edm = 0.0310445 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297122.5005283 Edm = 0.00668735 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297122.4934214 Edm = 0.0021019 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297122.49092 Edm = 0.00105144 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297122.4503316 Edm = 0.0351184 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297117.3802565 Edm = 3.24494 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297112.4150876 Edm = 2.20004 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297111.1792495 Edm = 0.0388158 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297111.1301176 Edm = 0.000996138 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297111.1278573 Edm = 0.00130739 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297111.122029 Edm = 0.00688887 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297110.8605833 Edm = 0.226611 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297107.0020994 Edm = 1.985 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297105.3551451 Edm = 0.229078 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297105.0872312 Edm = 0.0190178 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297105.0587461 Edm = 0.00369826 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297105.0545292 Edm = 0.000689567 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297105.0530637 Edm = 0.000895539 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297104.8957968 Edm = 0.139754 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297096.2184914 Edm = 0.686748 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297095.5045197 Edm = 0.0193205 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297095.484857 Edm = 0.00324902 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297095.4809215 Edm = 0.000465922 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297095.4797359 Edm = 0.000573449 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297095.4642869 Edm = 0.014715 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297093.792671 Edm = 1.29768 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297089.8176971 Edm = 1.06521 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297088.5233165 Edm = 0.0850267 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297088.4426167 Edm = 0.00741697 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297088.4348075 Edm = 0.000360909 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297088.4344642 Edm = 7.74586e-05 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297088.4342172 Edm = 0.000218656 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297088.3860763 Edm = 0.036931 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297087.8543563 Edm = 0.175028 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297087.6103267 Edm = 0.0344827 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297087.578843 Edm = 0.00163383 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297087.5765922 Edm = 0.000179689 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297087.5763843 Edm = 3.71156e-05 NCalls = 221 -VariableMetric: After Hessian - FCN = 297087.5763843 Edm = 656.381 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297087.5763843 Edm = 656.381 NCalls = 702 -VariableMetric: Iteration # 71 - FCN = 297080.5876146 Edm = 2796.04 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297080.4150932 Edm = 2113.86 NCalls = 716 -VariableMetric: Iteration # 73 - FCN = 297080.3489963 Edm = 828.966 NCalls = 721 -VariableMetric: Iteration # 74 - FCN = 297080.2734614 Edm = 1711.8 NCalls = 725 -VariableMetric: Iteration # 75 - FCN = 297079.9988319 Edm = 1640.95 NCalls = 728 -VariableMetric: Iteration # 76 - FCN = 297079.2937033 Edm = 62.0888 NCalls = 731 -VariableMetric: Iteration # 77 - FCN = 297079.0239691 Edm = 441.731 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297077.7297778 Edm = 221.938 NCalls = 737 -VariableMetric: Iteration # 79 - FCN = 297076.6405492 Edm = 192.78 NCalls = 740 -VariableMetric: Iteration # 80 - FCN = 297075.8199302 Edm = 131.967 NCalls = 743 -VariableMetric: Iteration # 81 - FCN = 297074.9491404 Edm = 76.5104 NCalls = 746 -VariableMetric: Iteration # 82 - FCN = 297074.1012205 Edm = 44.3573 NCalls = 748 -VariableMetric: Iteration # 83 - FCN = 297073.9837472 Edm = 11.557 NCalls = 751 -VariableMetric: Iteration # 84 - FCN = 297073.8950952 Edm = 4.30562 NCalls = 754 -VariableMetric: Iteration # 85 - FCN = 297073.6936306 Edm = 2.29841 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297073.5387527 Edm = 5.25091 NCalls = 758 -VariableMetric: Iteration # 87 - FCN = 297073.4328335 Edm = 1.59059 NCalls = 760 -VariableMetric: Iteration # 88 - FCN = 297073.2425517 Edm = 4.03381 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297072.8953924 Edm = 1.63096 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297072.8549062 Edm = 1.34317 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297072.7354699 Edm = 0.796526 NCalls = 768 -VariableMetric: Iteration # 92 - FCN = 297072.6241472 Edm = 0.145634 NCalls = 770 -VariableMetric: Iteration # 93 - FCN = 297072.5703279 Edm = 0.102135 NCalls = 772 -VariableMetric: Iteration # 94 - FCN = 297072.5440876 Edm = 0.32482 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297072.4802391 Edm = 0.150601 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297072.4373659 Edm = 0.0302885 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297072.351488 Edm = 0.139321 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297072.2908829 Edm = 0.108434 NCalls = 785 -VariableMetric: Iteration # 99 - FCN = 297072.2044832 Edm = 0.12795 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297072.0844548 Edm = 0.307379 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297071.8304399 Edm = 0.17822 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297071.6823376 Edm = 0.357249 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297071.4754288 Edm = 0.261531 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297071.2280131 Edm = 0.316182 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297070.9268429 Edm = 0.234256 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297070.660962 Edm = 0.471462 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297070.1221261 Edm = 0.460005 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297069.3440826 Edm = 1.05521 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297068.8835721 Edm = 0.949831 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297068.5027812 Edm = 0.539122 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297067.7515435 Edm = 0.77961 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297066.9980568 Edm = 0.801211 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297066.435901 Edm = 0.69092 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297066.0594509 Edm = 0.336679 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297065.7149273 Edm = 0.208585 NCalls = 836 -VariableMetric: Iteration # 116 - FCN = 297065.5782471 Edm = 0.0571418 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297065.5380214 Edm = 0.012365 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297065.5275338 Edm = 0.00337487 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297065.5254939 Edm = 0.000926586 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297065.524755 Edm = 0.000203428 NCalls = 846 -VariableMetric: Iteration # 121 - FCN = 297065.5244922 Edm = 3.81196e-05 NCalls = 848 -VariableMetric: After Hessian - FCN = 297065.5244922 Edm = 0.000109648 NCalls = 1333 -VariableMetric: Iteration # 122 - FCN = 297065.5244922 Edm = 0.000109648 NCalls = 1333 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327222.9322378 Edm = 1757.51 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327222.9322378 Edm = 1757.51 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304091.0736475 Edm = 11.0952 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301835.9483201 Edm = 45.3308 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 301824.5812019 Edm = 48.1372 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 301814.2753613 Edm = 4.06537 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 301515.5197096 Edm = 198.679 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299100.6243988 Edm = 630.367 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298451.9464522 Edm = 1.4646 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298449.4018655 Edm = 1.36206 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298447.0674123 Edm = 3.53435 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298280.3329074 Edm = 71.9193 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297922.7104085 Edm = 21.6061 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297904.5473265 Edm = 1.33854 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297903.6449038 Edm = 0.0631333 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297903.5265309 Edm = 0.0600728 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297900.1908243 Edm = 3.5084 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297895.1415455 Edm = 4.99494 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297888.6593967 Edm = 6.18848 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297648.5390227 Edm = 41.7792 NCalls = 84 -VariableMetric: Iteration # 19 - FCN = 297560.8995058 Edm = 39.5253 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 297505.8688426 Edm = 19.7907 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 297488.2117531 Edm = 1.11498 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297486.8773105 Edm = 1.23744 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297485.9176088 Edm = 0.541215 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297484.7444217 Edm = 0.0394372 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297484.6568619 Edm = 0.0275356 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297483.9131302 Edm = 1.04957 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297483.4484752 Edm = 0.438431 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297474.7542162 Edm = 6.01101 NCalls = 118 -VariableMetric: Iteration # 29 - FCN = 297462.9410622 Edm = 13.7367 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297430.2061886 Edm = 7.23754 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297419.2699212 Edm = 0.524629 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297418.9244742 Edm = 0.0237001 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297418.8937049 Edm = 0.00366157 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297418.8752207 Edm = 0.0136997 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297416.4963892 Edm = 2.02072 NCalls = 139 -VariableMetric: Iteration # 36 - FCN = 297406.3396381 Edm = 2.31057 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297404.3579168 Edm = 0.650185 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297403.9213406 Edm = 0.0897846 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297403.7481539 Edm = 0.0195008 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297403.719482 Edm = 0.00359272 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297403.7122568 Edm = 0.00369629 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297403.674951 Edm = 0.032288 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297392.5474952 Edm = 10.7055 NCalls = 164 -VariableMetric: Iteration # 44 - FCN = 297392.3589537 Edm = 0.266456 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297389.7507697 Edm = 3.25753 NCalls = 171 -VariableMetric: Iteration # 46 - FCN = 297389.3847776 Edm = 0.334442 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297381.8658532 Edm = 4.86113 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297358.9136242 Edm = 6.79645 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297355.2375561 Edm = 0.978096 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297354.2702118 Edm = 0.393891 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297353.8686236 Edm = 0.105351 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297353.7907039 Edm = 0.0122829 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297353.7737714 Edm = 0.00269882 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297353.7688058 Edm = 0.00177533 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297353.6936005 Edm = 0.0697341 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297344.9831492 Edm = 4.40431 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297339.5121471 Edm = 0.846057 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297338.8857215 Edm = 0.206491 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297338.8002785 Edm = 0.00833622 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297338.7905948 Edm = 0.000891235 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297338.78939 Edm = 0.000391103 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297338.7858086 Edm = 0.00386559 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297338.6383979 Edm = 0.139726 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297334.9663244 Edm = 0.23778 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297334.7211703 Edm = 0.0100172 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297334.7082855 Edm = 0.00048011 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297334.7077012 Edm = 0.000101976 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297334.7075515 Edm = 7.98889e-05 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297334.7064846 Edm = 0.000946814 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297334.6359667 Edm = 0.0502512 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297334.3312471 Edm = 0.0166995 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297334.3114283 Edm = 9.60196e-05 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297334.3112297 Edm = 9.18208e-05 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297334.306796 Edm = 0.00415906 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297334.1724463 Edm = 0.0806071 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297333.9402886 Edm = 0.010059 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297333.9308685 Edm = 0.00017605 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297333.930688 Edm = 1.36895e-05 NCalls = 269 -VariableMetric: After Hessian - FCN = 297333.930688 Edm = 9525.21 NCalls = 744 -VariableMetric: Iteration # 79 - FCN = 297333.930688 Edm = 9525.21 NCalls = 744 -VariableMetric: Iteration # 80 - FCN = 297332.9024065 Edm = 5615.93 NCalls = 754 -VariableMetric: Iteration # 81 - FCN = 297330.7553507 Edm = 3.42178 NCalls = 756 -VariableMetric: Iteration # 82 - FCN = 297328.7071402 Edm = 0.832928 NCalls = 762 -VariableMetric: Iteration # 83 - FCN = 297327.4374211 Edm = 0.70495 NCalls = 764 -VariableMetric: Iteration # 84 - FCN = 297326.7270815 Edm = 3.01111 NCalls = 769 -VariableMetric: Iteration # 85 - FCN = 297325.6738526 Edm = 2.4005 NCalls = 774 -VariableMetric: Iteration # 86 - FCN = 297324.5371002 Edm = 1.83704 NCalls = 777 -VariableMetric: Iteration # 87 - FCN = 297322.7093861 Edm = 1.42219 NCalls = 781 -VariableMetric: Iteration # 88 - FCN = 297321.4891659 Edm = 0.309644 NCalls = 784 -VariableMetric: Iteration # 89 - FCN = 297321.2220412 Edm = 0.151076 NCalls = 786 -VariableMetric: Iteration # 90 - FCN = 297321.1306596 Edm = 0.0180773 NCalls = 788 -VariableMetric: Iteration # 91 - FCN = 297321.1000283 Edm = 0.0064361 NCalls = 790 -VariableMetric: Iteration # 92 - FCN = 297321.0879514 Edm = 0.00390267 NCalls = 792 -VariableMetric: Iteration # 93 - FCN = 297321.0796197 Edm = 0.000431521 NCalls = 794 -VariableMetric: Iteration # 94 - FCN = 297321.0787763 Edm = 0.000164062 NCalls = 796 -VariableMetric: Iteration # 95 - FCN = 297321.0783762 Edm = 0.000227225 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297321.0773069 Edm = 0.000488569 NCalls = 800 -VariableMetric: Iteration # 97 - FCN = 297321.0759451 Edm = 0.000405898 NCalls = 802 -VariableMetric: Iteration # 98 - FCN = 297321.0752089 Edm = 7.46375e-05 NCalls = 804 -VariableMetric: Iteration # 99 - FCN = 297321.0750378 Edm = 7.1286e-05 NCalls = 806 -VariableMetric: Iteration # 100 - FCN = 297321.0747341 Edm = 0.000102319 NCalls = 808 -VariableMetric: Iteration # 101 - FCN = 297321.0743914 Edm = 4.35045e-05 NCalls = 810 -VariableMetric: After Hessian - FCN = 297321.0743914 Edm = 9.1812e-05 NCalls = 1293 -VariableMetric: Iteration # 102 - FCN = 297321.0743914 Edm = 9.1812e-05 NCalls = 1293 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310602.0550445 Edm = 24.0388 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310602.0550445 Edm = 24.0388 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302402.8815079 Edm = 9.44312 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301698.3607755 Edm = 8.49217 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301486.754875 Edm = 209.189 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299897.459053 Edm = 48.0613 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299815.9161052 Edm = 1.57607 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 299804.600877 Edm = 7.31092 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299145.2613463 Edm = 106.311 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298911.9482608 Edm = 2.97517 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298908.376099 Edm = 1.63495 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298854.7986711 Edm = 63.0342 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297901.8842884 Edm = 6.31389 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297879.8152467 Edm = 28.4663 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297847.4096675 Edm = 3.93494 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297844.193082 Edm = 0.2624 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297843.8738551 Edm = 0.176623 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297841.7488544 Edm = 0.257565 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297841.270405 Edm = 0.0497398 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297841.1997819 Edm = 0.0634497 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297840.7587255 Edm = 0.376748 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297814.1325081 Edm = 31.0642 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297789.7615926 Edm = 26.5921 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297778.5872814 Edm = 22.4986 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297675.9213624 Edm = 23.5006 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297675.8085819 Edm = 1.0664 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297619.7324464 Edm = 3.26573 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297615.0413988 Edm = 0.368854 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297614.1709486 Edm = 0.135033 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297613.8648388 Edm = 0.125001 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297609.365472 Edm = 0.992692 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297607.741023 Edm = 0.6189 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297607.3453596 Edm = 0.0590165 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297607.2481527 Edm = 0.00845238 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297607.1910031 Edm = 0.0457047 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297602.416414 Edm = 4.49224 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297574.1204343 Edm = 14.3177 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297556.29603 Edm = 2.79974 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297553.5375605 Edm = 1.11924 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297553.0452877 Edm = 0.181664 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297552.8031022 Edm = 0.0492169 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297552.6628699 Edm = 0.0169238 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297552.6383785 Edm = 0.00643282 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297552.6217061 Edm = 0.0123001 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297552.0627802 Edm = 0.35941 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297544.6050742 Edm = 7.10611 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297536.2337045 Edm = 22.2702 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297513.1179701 Edm = 7.75302 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297507.8411375 Edm = 2.46004 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297504.3436069 Edm = 1.13373 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297501.8282438 Edm = 2.20213 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297500.4254271 Edm = 0.959875 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297499.2931631 Edm = 1.8912 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297495.9982171 Edm = 1.86355 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297494.9117744 Edm = 1.72552 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297493.2239065 Edm = 3.71261 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297490.4196832 Edm = 2.32293 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297484.375371 Edm = 2.77185 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297481.4787327 Edm = 4.74332 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297478.9979697 Edm = 2.78034 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297477.2190374 Edm = 1.29388 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297476.7535554 Edm = 0.168252 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297476.5903569 Edm = 0.0266287 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297476.5716744 Edm = 0.00319411 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297476.5505328 Edm = 0.0178802 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297474.1703665 Edm = 1.93769 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297465.1185163 Edm = 0.860828 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297463.7284687 Edm = 0.384838 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297463.0318798 Edm = 0.844063 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297462.6296459 Edm = 0.187381 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297462.2909196 Edm = 0.0889922 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297462.060689 Edm = 0.174896 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297461.9509404 Edm = 0.12733 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297461.7170252 Edm = 0.0692665 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297461.5364653 Edm = 0.263815 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297461.3356144 Edm = 0.219112 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297461.0710545 Edm = 0.095401 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297460.8821619 Edm = 0.108246 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297460.7105489 Edm = 0.128708 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297460.5864338 Edm = 0.0935809 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297460.4930574 Edm = 0.0296634 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297460.4637527 Edm = 0.0432595 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297460.4123543 Edm = 0.00927711 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297460.3938001 Edm = 0.00393143 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297460.3905243 Edm = 0.00261004 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297460.387406 Edm = 0.00079381 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297460.3828574 Edm = 0.00329508 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297460.3226955 Edm = 0.0726304 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297460.0302052 Edm = 0.449661 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297459.9528155 Edm = 0.0779498 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297457.9626095 Edm = 4.03393 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297457.8766949 Edm = 0.0863081 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297457.3094605 Edm = 0.491267 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297454.376886 Edm = 2.69847 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297453.0516127 Edm = 0.69303 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297451.9978182 Edm = 0.231588 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297451.4119083 Edm = 0.336981 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297451.1174647 Edm = 0.299688 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297450.9820896 Edm = 0.0357498 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297450.9046021 Edm = 0.0238875 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297450.8608136 Edm = 0.00933735 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297450.8491197 Edm = 0.00375192 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297450.8445768 Edm = 0.000766151 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297450.8424542 Edm = 0.00144515 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297450.8297961 Edm = 0.0104425 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297450.5547922 Edm = 0.362009 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297448.6121925 Edm = 1.62363 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297447.1142329 Edm = 3.98433 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297445.2312337 Edm = 0.585972 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297443.9423498 Edm = 0.579425 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297441.9798756 Edm = 2.14699 NCalls = 362 -VariableMetric: Iteration # 110 - FCN = 297440.5349909 Edm = 2.45767 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297438.2526454 Edm = 0.901386 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297437.146047 Edm = 0.757317 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297436.1611221 Edm = 2.19487 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297435.7525332 Edm = 0.979253 NCalls = 380 -VariableMetric: Iteration # 115 - FCN = 297434.7239445 Edm = 0.341516 NCalls = 382 -VariableMetric: Iteration # 116 - FCN = 297434.1620107 Edm = 0.115614 NCalls = 385 -VariableMetric: Iteration # 117 - FCN = 297433.8415951 Edm = 0.115543 NCalls = 387 -VariableMetric: Iteration # 118 - FCN = 297433.6505805 Edm = 0.0359586 NCalls = 390 -VariableMetric: Iteration # 119 - FCN = 297433.6207351 Edm = 0.00388653 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297433.6160537 Edm = 0.00256751 NCalls = 394 -VariableMetric: Iteration # 121 - FCN = 297433.5896402 Edm = 0.0165237 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297433.3178279 Edm = 0.360184 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297432.1000656 Edm = 1.11599 NCalls = 410 -VariableMetric: Iteration # 124 - FCN = 297426.0881884 Edm = 79.912 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297424.8275343 Edm = 3.93004 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297421.262577 Edm = 6.45734 NCalls = 425 -VariableMetric: Iteration # 127 - FCN = 297411.1635061 Edm = 6.00685 NCalls = 428 -VariableMetric: Iteration # 128 - FCN = 297407.4862024 Edm = 1.03068 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297406.5892812 Edm = 0.0938863 NCalls = 431 -VariableMetric: Iteration # 130 - FCN = 297406.4966299 Edm = 0.0190496 NCalls = 433 -VariableMetric: Iteration # 131 - FCN = 297406.4780989 Edm = 0.00238792 NCalls = 435 -VariableMetric: Iteration # 132 - FCN = 297406.4756084 Edm = 0.000177458 NCalls = 436 -VariableMetric: Iteration # 133 - FCN = 297406.475033 Edm = 0.000396904 NCalls = 438 -VariableMetric: Iteration # 134 - FCN = 297406.460332 Edm = 0.0118821 NCalls = 443 -VariableMetric: Iteration # 135 - FCN = 297406.346273 Edm = 0.0666706 NCalls = 447 -VariableMetric: Iteration # 136 - FCN = 297406.0199023 Edm = 0.0934461 NCalls = 449 -VariableMetric: Iteration # 137 - FCN = 297405.9205886 Edm = 0.0651338 NCalls = 452 -VariableMetric: Iteration # 138 - FCN = 297405.8602487 Edm = 0.0226086 NCalls = 454 -VariableMetric: Iteration # 139 - FCN = 297405.7674404 Edm = 0.0574275 NCalls = 458 -VariableMetric: Iteration # 140 - FCN = 297405.603198 Edm = 0.402744 NCalls = 465 -VariableMetric: Iteration # 141 - FCN = 297405.497626 Edm = 0.153723 NCalls = 470 -VariableMetric: Iteration # 142 - FCN = 297405.3961081 Edm = 0.150365 NCalls = 473 -VariableMetric: Iteration # 143 - FCN = 297405.2901846 Edm = 0.0704246 NCalls = 475 -VariableMetric: Iteration # 144 - FCN = 297405.0874353 Edm = 0.160977 NCalls = 478 -VariableMetric: Iteration # 145 - FCN = 297404.642132 Edm = 0.408489 NCalls = 481 -VariableMetric: Iteration # 146 - FCN = 297404.3007508 Edm = 1.0385 NCalls = 484 -VariableMetric: Iteration # 147 - FCN = 297403.9619222 Edm = 0.0900492 NCalls = 488 -VariableMetric: Iteration # 148 - FCN = 297403.8525889 Edm = 0.0528049 NCalls = 491 -VariableMetric: Iteration # 149 - FCN = 297403.8034862 Edm = 0.0201327 NCalls = 493 -VariableMetric: Iteration # 150 - FCN = 297403.777802 Edm = 0.00344655 NCalls = 495 -VariableMetric: Iteration # 151 - FCN = 297403.7583525 Edm = 0.0129192 NCalls = 498 -VariableMetric: Iteration # 152 - FCN = 297403.6792808 Edm = 0.0294306 NCalls = 501 -VariableMetric: Iteration # 153 - FCN = 297403.5013691 Edm = 0.0797689 NCalls = 504 -VariableMetric: Iteration # 154 - FCN = 297403.3737958 Edm = 0.0203526 NCalls = 506 -VariableMetric: Iteration # 155 - FCN = 297403.3539297 Edm = 0.00944003 NCalls = 507 -VariableMetric: Iteration # 156 - FCN = 297403.3386939 Edm = 0.00433456 NCalls = 509 -VariableMetric: Iteration # 157 - FCN = 297403.3307268 Edm = 0.00184109 NCalls = 512 -VariableMetric: Iteration # 158 - FCN = 297403.3271624 Edm = 0.00108769 NCalls = 516 -VariableMetric: Iteration # 159 - FCN = 297403.3257348 Edm = 0.000589511 NCalls = 519 -VariableMetric: Iteration # 160 - FCN = 297403.3243594 Edm = 0.000803306 NCalls = 523 -VariableMetric: Iteration # 161 - FCN = 297403.3226642 Edm = 0.00418517 NCalls = 530 -VariableMetric: Iteration # 162 - FCN = 297403.3201286 Edm = 0.00424566 NCalls = 533 -VariableMetric: Iteration # 163 - FCN = 297403.3186117 Edm = 0.00244005 NCalls = 536 -VariableMetric: Iteration # 164 - FCN = 297403.3151078 Edm = 0.00543638 NCalls = 539 -VariableMetric: Iteration # 165 - FCN = 297403.2989519 Edm = 0.0182974 NCalls = 546 -VariableMetric: Iteration # 166 - FCN = 297403.2962058 Edm = 0.0119731 NCalls = 548 -VariableMetric: Iteration # 167 - FCN = 297403.2877325 Edm = 0.00595381 NCalls = 553 -VariableMetric: Iteration # 168 - FCN = 297403.2388511 Edm = 0.00936492 NCalls = 557 -VariableMetric: Iteration # 169 - FCN = 297403.2195524 Edm = 0.0282962 NCalls = 559 -VariableMetric: Iteration # 170 - FCN = 297403.1728088 Edm = 0.0386823 NCalls = 561 -VariableMetric: Iteration # 171 - FCN = 297403.1508021 Edm = 0.0143367 NCalls = 563 -VariableMetric: Iteration # 172 - FCN = 297403.1261231 Edm = 0.00458158 NCalls = 567 -VariableMetric: Iteration # 173 - FCN = 297403.1200139 Edm = 0.00356807 NCalls = 569 -VariableMetric: Iteration # 174 - FCN = 297403.1170694 Edm = 0.000740746 NCalls = 571 -VariableMetric: Iteration # 175 - FCN = 297403.1165864 Edm = 5.51646e-05 NCalls = 573 -VariableMetric: After Hessian - FCN = 297403.1165864 Edm = 256.728 NCalls = 1054 -VariableMetric: Iteration # 176 - FCN = 297403.1165864 Edm = 256.728 NCalls = 1054 -VariableMetric: Iteration # 177 - FCN = 297400.4433591 Edm = 117.805 NCalls = 1058 -VariableMetric: Iteration # 178 - FCN = 297400.4068452 Edm = 4.0767 NCalls = 1061 -VariableMetric: Iteration # 179 - FCN = 297392.8308615 Edm = 0.535745 NCalls = 1065 -VariableMetric: Iteration # 180 - FCN = 297392.1750939 Edm = 0.888719 NCalls = 1067 -VariableMetric: Iteration # 181 - FCN = 297391.9570976 Edm = 0.0700135 NCalls = 1069 -VariableMetric: Iteration # 182 - FCN = 297391.7910212 Edm = 0.0926936 NCalls = 1071 -VariableMetric: Iteration # 183 - FCN = 297391.6916586 Edm = 0.100252 NCalls = 1073 -VariableMetric: Iteration # 184 - FCN = 297391.5794308 Edm = 0.0954734 NCalls = 1075 -VariableMetric: Iteration # 185 - FCN = 297391.0937283 Edm = 0.166012 NCalls = 1078 -VariableMetric: Iteration # 186 - FCN = 297390.7468482 Edm = 0.19815 NCalls = 1080 -VariableMetric: Iteration # 187 - FCN = 297390.5725399 Edm = 0.182818 NCalls = 1083 -VariableMetric: Iteration # 188 - FCN = 297390.2523302 Edm = 0.139934 NCalls = 1085 -VariableMetric: Iteration # 189 - FCN = 297390.0789739 Edm = 0.11892 NCalls = 1087 -VariableMetric: Iteration # 190 - FCN = 297389.936362 Edm = 0.0607549 NCalls = 1090 -VariableMetric: Iteration # 191 - FCN = 297389.8515369 Edm = 0.0275367 NCalls = 1092 -VariableMetric: Iteration # 192 - FCN = 297389.809264 Edm = 0.00814912 NCalls = 1094 -VariableMetric: Iteration # 193 - FCN = 297389.7728113 Edm = 0.0223089 NCalls = 1096 -VariableMetric: Iteration # 194 - FCN = 297389.7291711 Edm = 0.014448 NCalls = 1098 -VariableMetric: Iteration # 195 - FCN = 297389.6874027 Edm = 0.0307851 NCalls = 1101 -VariableMetric: Iteration # 196 - FCN = 297389.5829129 Edm = 0.0286059 NCalls = 1105 -VariableMetric: Iteration # 197 - FCN = 297389.5648891 Edm = 0.0686579 NCalls = 1107 -VariableMetric: Iteration # 198 - FCN = 297389.5179972 Edm = 0.0334343 NCalls = 1109 -VariableMetric: Iteration # 199 - FCN = 297389.4825809 Edm = 0.027341 NCalls = 1112 -VariableMetric: Iteration # 200 - FCN = 297389.4393112 Edm = 0.0237058 NCalls = 1114 -VariableMetric: Iteration # 201 - FCN = 297389.3913049 Edm = 0.0307833 NCalls = 1117 -VariableMetric: Iteration # 202 - FCN = 297389.334129 Edm = 0.0182971 NCalls = 1119 -VariableMetric: Iteration # 203 - FCN = 297389.2735255 Edm = 0.0428528 NCalls = 1122 -VariableMetric: Iteration # 204 - FCN = 297389.233789 Edm = 0.0507243 NCalls = 1124 -VariableMetric: Iteration # 205 - FCN = 297389.1976754 Edm = 0.035088 NCalls = 1127 -VariableMetric: Iteration # 206 - FCN = 297389.1604243 Edm = 0.024142 NCalls = 1130 -VariableMetric: Iteration # 207 - FCN = 297389.1371893 Edm = 0.0151294 NCalls = 1131 -VariableMetric: Iteration # 208 - FCN = 297389.1107721 Edm = 0.00730272 NCalls = 1134 -VariableMetric: Iteration # 209 - FCN = 297389.0955851 Edm = 0.00603039 NCalls = 1136 -VariableMetric: Iteration # 210 - FCN = 297389.0826401 Edm = 0.0113023 NCalls = 1139 -VariableMetric: Iteration # 211 - FCN = 297389.0706931 Edm = 0.00520058 NCalls = 1141 -VariableMetric: Iteration # 212 - FCN = 297389.0599991 Edm = 0.00551753 NCalls = 1144 -VariableMetric: Iteration # 213 - FCN = 297389.0521692 Edm = 0.00371691 NCalls = 1146 -VariableMetric: Iteration # 214 - FCN = 297389.0469747 Edm = 0.00150969 NCalls = 1149 -VariableMetric: Iteration # 215 - FCN = 297389.043251 Edm = 0.00138987 NCalls = 1151 -VariableMetric: Iteration # 216 - FCN = 297389.0399883 Edm = 0.00214918 NCalls = 1154 -VariableMetric: Iteration # 217 - FCN = 297389.037323 Edm = 0.000979195 NCalls = 1156 -VariableMetric: Iteration # 218 - FCN = 297389.0354996 Edm = 0.000758263 NCalls = 1159 -VariableMetric: Iteration # 219 - FCN = 297389.0341844 Edm = 0.000486727 NCalls = 1161 -VariableMetric: Iteration # 220 - FCN = 297389.0335185 Edm = 0.000183474 NCalls = 1164 -VariableMetric: Iteration # 221 - FCN = 297389.0329986 Edm = 0.000236049 NCalls = 1166 -VariableMetric: Iteration # 222 - FCN = 297389.0321451 Edm = 0.000387986 NCalls = 1169 -VariableMetric: Iteration # 223 - FCN = 297389.0311329 Edm = 0.000460537 NCalls = 1171 -VariableMetric: Iteration # 224 - FCN = 297389.0301752 Edm = 0.000509103 NCalls = 1174 -VariableMetric: Iteration # 225 - FCN = 297389.0289251 Edm = 0.000453085 NCalls = 1176 -VariableMetric: Iteration # 226 - FCN = 297389.02768 Edm = 0.0007502 NCalls = 1179 -VariableMetric: Iteration # 227 - FCN = 297389.0264608 Edm = 0.00083418 NCalls = 1181 -VariableMetric: Iteration # 228 - FCN = 297389.024457 Edm = 0.00090112 NCalls = 1184 -VariableMetric: Iteration # 229 - FCN = 297389.0228825 Edm = 0.00213019 NCalls = 1187 -VariableMetric: Iteration # 230 - FCN = 297389.0203956 Edm = 0.0021842 NCalls = 1190 -VariableMetric: Iteration # 231 - FCN = 297389.0148081 Edm = 0.00224039 NCalls = 1195 -VariableMetric: Iteration # 232 - FCN = 297389.0094204 Edm = 0.00314618 NCalls = 1197 -VariableMetric: Iteration # 233 - FCN = 297389.0076121 Edm = 0.00355018 NCalls = 1199 -VariableMetric: Iteration # 234 - FCN = 297389.0040914 Edm = 0.00101745 NCalls = 1202 -VariableMetric: Iteration # 235 - FCN = 297389.0016205 Edm = 0.00139507 NCalls = 1205 -VariableMetric: Iteration # 236 - FCN = 297389.000626 Edm = 0.000668332 NCalls = 1207 -VariableMetric: Iteration # 237 - FCN = 297388.9991909 Edm = 0.000453646 NCalls = 1210 -VariableMetric: Iteration # 238 - FCN = 297388.9981872 Edm = 0.00022564 NCalls = 1212 -VariableMetric: Iteration # 239 - FCN = 297388.9979154 Edm = 0.000102501 NCalls = 1215 -VariableMetric: Iteration # 240 - FCN = 297388.997648 Edm = 0.000136862 NCalls = 1217 -VariableMetric: Iteration # 241 - FCN = 297388.9970566 Edm = 0.000164584 NCalls = 1219 -VariableMetric: Iteration # 242 - FCN = 297388.9968123 Edm = 6.28181e-05 NCalls = 1221 -VariableMetric: After Hessian - FCN = 297388.9968123 Edm = 0.0127084 NCalls = 1720 -VariableMetric: Iteration # 243 - FCN = 297388.9968123 Edm = 0.0127084 NCalls = 1720 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309174.2061018 Edm = 22.624 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309174.2061018 Edm = 22.624 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298800.7950408 Edm = 2.31228 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298753.5540851 Edm = 334.743 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298685.4840703 Edm = 5.50665 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297869.364352 Edm = 49.4148 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297807.6394887 Edm = 4.4049 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297804.4878568 Edm = 0.258577 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297803.8453513 Edm = 0.624363 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297725.0721057 Edm = 31.031 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297662.4422479 Edm = 0.799407 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297661.6873175 Edm = 0.0758114 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297661.5931796 Edm = 0.0476558 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297641.3314339 Edm = 21.6247 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297641.2062908 Edm = 0.0907587 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297590.7704606 Edm = 1.24589 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297468.7581001 Edm = 13.47 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297448.3334136 Edm = 8.34271 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297438.607465 Edm = 5.67115 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297433.7354836 Edm = 0.343359 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297433.3743726 Edm = 0.0114005 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297433.3443864 Edm = 0.0226684 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297421.2940472 Edm = 1.5133 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297388.7722196 Edm = 2.16794 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297380.2135119 Edm = 1.23514 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297377.8823529 Edm = 1.30163 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297376.8877854 Edm = 0.998004 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297375.7027554 Edm = 0.143905 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297375.4917469 Edm = 0.00996139 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297375.4791342 Edm = 0.00719175 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297375.3381841 Edm = 0.141652 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297370.0921238 Edm = 2.43799 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297338.1219421 Edm = 15.1941 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297320.2686895 Edm = 6.65066 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297318.6210903 Edm = 0.408132 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297318.1990471 Edm = 0.0658989 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297318.0390341 Edm = 0.0165275 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297318.0140441 Edm = 0.00237003 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297318.0010473 Edm = 0.0116992 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297317.6015719 Edm = 0.501402 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297317.5893411 Edm = 0.0105215 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297316.9547392 Edm = 0.741237 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297313.3478382 Edm = 0.239999 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297288.1182909 Edm = 2.64416 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297285.2058082 Edm = 1.10595 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297284.7693877 Edm = 0.0620503 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297284.6961028 Edm = 0.013423 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297284.6620624 Edm = 0.00724624 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297284.6450211 Edm = 0.00521562 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297284.4492026 Edm = 0.206208 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297279.2587722 Edm = 3.47513 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297261.0536355 Edm = 6.87506 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297256.553735 Edm = 0.836992 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297255.6313511 Edm = 0.0380235 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297255.5930734 Edm = 0.00275121 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297255.590167 Edm = 0.00065199 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297255.5888282 Edm = 0.000483375 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297255.5856969 Edm = 0.000956418 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297255.5782798 Edm = 0.00562933 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297253.8431652 Edm = 0.693677 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297252.5155202 Edm = 0.0968075 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297252.3705761 Edm = 0.0300311 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297252.3476094 Edm = 0.00493339 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297252.3434062 Edm = 0.000428923 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297252.3427714 Edm = 0.0002029 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297252.3367264 Edm = 0.00503769 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297251.2962503 Edm = 0.737462 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297249.0181173 Edm = 0.959523 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297248.0612983 Edm = 0.959446 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297246.6970202 Edm = 1.63371 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297246.1682534 Edm = 0.987735 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297244.7041365 Edm = 0.496141 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297243.9084126 Edm = 0.27054 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297243.7430245 Edm = 0.0855201 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297243.7222759 Edm = 0.0157978 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297243.7088564 Edm = 0.000582929 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297243.7053267 Edm = 0.0022295 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297243.6409513 Edm = 0.0600083 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297240.9695996 Edm = 1.45462 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297237.8830085 Edm = 1.88509 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297237.0426309 Edm = 0.468579 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297236.695134 Edm = 0.239147 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297236.4713084 Edm = 0.0235867 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297236.4485998 Edm = 0.00133844 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297236.4473747 Edm = 0.000129723 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297236.4471268 Edm = 0.00015899 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297236.4441199 Edm = 0.00309922 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297236.3712529 Edm = 0.057343 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297235.0517909 Edm = 0.300233 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297234.7398781 Edm = 0.0270718 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297234.7233393 Edm = 0.000744508 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297234.7225524 Edm = 5.15092e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297234.7225524 Edm = 1682.15 NCalls = 755 -VariableMetric: Iteration # 91 - FCN = 297234.7225524 Edm = 1682.15 NCalls = 755 -VariableMetric: Iteration # 92 - FCN = 297232.1799175 Edm = 140.91 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297231.2066656 Edm = 1.02224 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297230.5493028 Edm = 0.187146 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297230.4270513 Edm = 0.0322256 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297230.3677056 Edm = 0.00557033 NCalls = 769 -VariableMetric: Iteration # 97 - FCN = 297230.3519284 Edm = 0.00427473 NCalls = 771 -VariableMetric: Iteration # 98 - FCN = 297230.3362087 Edm = 0.00510414 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297230.2934876 Edm = 0.0169855 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297230.225665 Edm = 0.0210615 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297230.1513604 Edm = 0.0191019 NCalls = 780 -VariableMetric: Iteration # 102 - FCN = 297230.1135401 Edm = 0.00494012 NCalls = 782 -VariableMetric: Iteration # 103 - FCN = 297230.0991401 Edm = 0.00277921 NCalls = 784 -VariableMetric: Iteration # 104 - FCN = 297230.0931813 Edm = 0.000884833 NCalls = 786 -VariableMetric: Iteration # 105 - FCN = 297230.0916079 Edm = 0.000292772 NCalls = 788 -VariableMetric: Iteration # 106 - FCN = 297230.0911291 Edm = 0.0001143 NCalls = 790 -VariableMetric: Iteration # 107 - FCN = 297230.0908809 Edm = 4.13919e-05 NCalls = 792 -VariableMetric: After Hessian - FCN = 297230.0908809 Edm = 0.00025589 NCalls = 1275 -VariableMetric: Iteration # 108 - FCN = 297230.0908809 Edm = 0.00025589 NCalls = 1275 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302152.4514736 Edm = 13.425 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302152.4514736 Edm = 13.425 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301445.0029598 Edm = 2.97774 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 301428.5848696 Edm = 1.4696 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 301373.6879086 Edm = 53.4584 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 301340.702813 Edm = 31.9671 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300472.0185405 Edm = 26.2184 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300444.7260731 Edm = 2.10054 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 300223.3763267 Edm = 256.919 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298680.3513746 Edm = 622.535 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297947.1241575 Edm = 95.9938 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297847.7686309 Edm = 4.18216 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297843.7513864 Edm = 0.258184 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297843.3585007 Edm = 0.162126 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297842.5222881 Edm = 0.555363 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297810.4935413 Edm = 21.4134 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297737.7866129 Edm = 7.70796 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297730.5980093 Edm = 2.49538 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297726.6196301 Edm = 0.795315 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297724.4871018 Edm = 0.386579 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297721.9679531 Edm = 1.95121 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297721.6530143 Edm = 1.1453 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297719.053601 Edm = 3.39021 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297715.989872 Edm = 3.95596 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297711.0708299 Edm = 1.2796 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297709.9102654 Edm = 0.0156106 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297709.8741567 Edm = 0.0180317 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297709.7256029 Edm = 0.115814 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297695.7627991 Edm = 14.539 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297689.5635135 Edm = 12.928 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297630.5307541 Edm = 73.8286 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297623.6270375 Edm = 74.7583 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297555.3849317 Edm = 5.1752 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297549.1900651 Edm = 1.85637 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297546.8284901 Edm = 0.546245 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297544.5700469 Edm = 0.569176 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297543.8104784 Edm = 0.478948 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297543.4865548 Edm = 0.0402733 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297543.4355319 Edm = 0.00395091 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297543.3655527 Edm = 0.0675537 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297540.3236962 Edm = 2.4377 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297529.8868718 Edm = 2.44101 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297528.2579862 Edm = 0.23116 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297528.033805 Edm = 0.0324297 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297527.9973379 Edm = 0.00407209 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297527.9872567 Edm = 0.00671342 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297527.7794056 Edm = 0.223599 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297526.4385138 Edm = 1.08077 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297519.4177371 Edm = 4.24418 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297517.0777135 Edm = 0.337482 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297516.692814 Edm = 0.040962 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297516.6461914 Edm = 0.0124646 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297516.6325965 Edm = 0.00134118 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297516.6306565 Edm = 0.000632619 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297516.6050144 Edm = 0.0270331 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297516.4079885 Edm = 0.168379 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297514.2717936 Edm = 0.363321 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297513.880546 Edm = 0.0218713 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297513.8619889 Edm = 0.00206862 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297513.8597473 Edm = 0.000390042 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297513.8517172 Edm = 0.0073543 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297513.3386308 Edm = 0.394583 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297512.0513462 Edm = 1.13167 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297510.0785453 Edm = 1.35547 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297507.55985 Edm = 1.27446 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297506.6991086 Edm = 0.0878065 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297506.6082349 Edm = 0.0286933 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297506.585366 Edm = 0.00452963 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297506.5755247 Edm = 0.00192604 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297506.5705038 Edm = 0.00241652 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297506.3804148 Edm = 0.199504 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297506.3023151 Edm = 0.0752144 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297505.7711311 Edm = 0.474762 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297498.1142975 Edm = 1.52908 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297496.9914481 Edm = 0.120495 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297496.7293987 Edm = 0.0622385 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297496.6689013 Edm = 0.0118942 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297496.659285 Edm = 0.00424219 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297496.6577376 Edm = 0.000606204 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297496.6563953 Edm = 0.000630383 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297496.6311647 Edm = 0.0240909 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297494.8705777 Edm = 0.886751 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297492.6554994 Edm = 0.36693 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297492.3135611 Edm = 0.064806 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297492.2730877 Edm = 0.00261033 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297492.2705068 Edm = 0.000190972 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297492.2702352 Edm = 5.85601e-05 NCalls = 283 -VariableMetric: After Hessian - FCN = 297492.2702352 Edm = 688.198 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297492.2702352 Edm = 688.198 NCalls = 756 -VariableMetric: Iteration # 87 - FCN = 297488.416024 Edm = 338.543 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297486.9704345 Edm = 1.77543 NCalls = 765 -VariableMetric: Iteration # 89 - FCN = 297486.459192 Edm = 1.03263 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297484.9814357 Edm = 0.80836 NCalls = 770 -VariableMetric: Iteration # 91 - FCN = 297484.1864018 Edm = 0.432407 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297483.282889 Edm = 0.281274 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297482.7198298 Edm = 0.23912 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297482.2879649 Edm = 0.171532 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297482.0998752 Edm = 0.0663726 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297481.9556878 Edm = 0.0642579 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297481.8153951 Edm = 0.0178912 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297481.7818296 Edm = 0.0165163 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297481.6718178 Edm = 0.0154727 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297481.636311 Edm = 0.0147513 NCalls = 793 -VariableMetric: Iteration # 101 - FCN = 297481.5752006 Edm = 0.00511945 NCalls = 795 -VariableMetric: Iteration # 102 - FCN = 297481.5346927 Edm = 0.0134335 NCalls = 798 -VariableMetric: Iteration # 103 - FCN = 297481.5123158 Edm = 0.00138636 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297481.5053942 Edm = 0.00365448 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297481.4930737 Edm = 0.00168343 NCalls = 804 -VariableMetric: Iteration # 106 - FCN = 297481.4863368 Edm = 0.00440874 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297481.4675874 Edm = 0.00127663 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297481.4645886 Edm = 0.00119089 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297481.4605397 Edm = 0.000356971 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297481.4582204 Edm = 0.00138431 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297481.4529007 Edm = 0.000964569 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297481.4366714 Edm = 0.00895156 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297481.4098879 Edm = 0.00302927 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297481.3939944 Edm = 0.00616505 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297481.3810111 Edm = 0.0011803 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297481.3760631 Edm = 0.00244541 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297481.3686499 Edm = 0.000396528 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297481.3677871 Edm = 0.00036978 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297481.3661346 Edm = 6.70738e-05 NCalls = 836 -VariableMetric: After Hessian - FCN = 297481.3661346 Edm = 0.000346111 NCalls = 1313 -VariableMetric: Iteration # 120 - FCN = 297481.3661346 Edm = 0.000346111 NCalls = 1313 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327484.3451753 Edm = 147.902 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327484.3451753 Edm = 147.902 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304305.567098 Edm = 6.33277 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304290.0163814 Edm = 49.9798 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304269.968628 Edm = 8.55813 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298878.1522652 Edm = 4.05386 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297784.5468454 Edm = 35.2544 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297627.6285154 Edm = 2.96766 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297620.9394759 Edm = 7.88722 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297551.4040361 Edm = 16.937 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297540.8733159 Edm = 0.190301 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297540.6869104 Edm = 0.0154861 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297540.335882 Edm = 0.309682 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297459.5010646 Edm = 41.8758 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297385.7772395 Edm = 21.6907 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297362.4623636 Edm = 2.06573 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297358.7084374 Edm = 0.124552 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297358.5616862 Edm = 0.0210911 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297358.3779995 Edm = 0.166588 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297350.3734531 Edm = 5.57881 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297327.44305 Edm = 3.00077 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297324.5837846 Edm = 0.137646 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297324.4598726 Edm = 0.00648218 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297324.3439301 Edm = 0.115261 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297313.7773467 Edm = 0.783702 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297292.4366374 Edm = 1.54495 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297290.0250116 Edm = 0.445431 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297289.4894994 Edm = 0.0618673 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297289.4229873 Edm = 0.00320604 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297289.4177422 Edm = 0.00129328 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297289.3907881 Edm = 0.0251636 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297285.0381354 Edm = 2.74414 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297277.7558952 Edm = 0.105209 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297277.6634581 Edm = 0.01147 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297277.65431 Edm = 0.000458459 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297277.6520289 Edm = 0.0017768 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297277.6265781 Edm = 0.025169 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297276.9570507 Edm = 0.0245158 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297271.7417027 Edm = 0.486031 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297270.9759759 Edm = 0.0384539 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297270.9380751 Edm = 0.00361569 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297270.9342206 Edm = 0.000554497 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297270.9305096 Edm = 0.00305643 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297270.2070769 Edm = 0.600755 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297265.5190793 Edm = 0.0931983 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297265.4363221 Edm = 0.00156986 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297265.4345823 Edm = 0.000607017 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297265.4299792 Edm = 0.00444917 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297265.3278318 Edm = 0.0855291 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297257.8175829 Edm = 4.35698 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297253.3353168 Edm = 7.97673 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297244.6381978 Edm = 2.5511 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297239.7121323 Edm = 1.50045 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297238.6643711 Edm = 0.550238 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297238.2223519 Edm = 0.098147 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297238.1150715 Edm = 0.0336112 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297238.0630209 Edm = 0.0092184 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297238.0523993 Edm = 0.00256604 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297238.0441086 Edm = 0.0056283 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297237.5474344 Edm = 0.504323 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297236.1542415 Edm = 1.29306 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297215.1337801 Edm = 4.97348 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297209.166105 Edm = 1.08661 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297207.327527 Edm = 0.71023 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297206.7904827 Edm = 0.384575 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297206.3651778 Edm = 0.0584661 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297206.2885735 Edm = 0.0178002 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297206.2702051 Edm = 0.00664179 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297206.2602222 Edm = 0.00120531 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297206.2585946 Edm = 0.000258818 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297206.2574228 Edm = 0.000897734 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297206.1831901 Edm = 0.07158 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297204.1695138 Edm = 0.859334 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297203.4592194 Edm = 0.105077 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297203.3581468 Edm = 0.00200709 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297203.3558119 Edm = 0.000150728 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297203.3556425 Edm = 3.51429e-05 NCalls = 236 -VariableMetric: After Hessian - FCN = 297203.3556425 Edm = 2.53258 NCalls = 713 -VariableMetric: Iteration # 76 - FCN = 297203.3556425 Edm = 2.53258 NCalls = 713 -VariableMetric: Iteration # 77 - FCN = 297202.6306769 Edm = 1.26198 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297202.2288809 Edm = 0.395008 NCalls = 717 -VariableMetric: Iteration # 79 - FCN = 297201.8290049 Edm = 0.0654858 NCalls = 720 -VariableMetric: Iteration # 80 - FCN = 297201.69684 Edm = 0.126256 NCalls = 723 -VariableMetric: Iteration # 81 - FCN = 297201.5901555 Edm = 0.145145 NCalls = 726 -VariableMetric: Iteration # 82 - FCN = 297201.4261422 Edm = 0.216874 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297201.0540256 Edm = 0.289486 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297200.7568496 Edm = 1.03666 NCalls = 735 -VariableMetric: Iteration # 85 - FCN = 297200.434583 Edm = 0.298241 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297200.2442359 Edm = 0.275094 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297199.8540481 Edm = 0.360569 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297199.1129519 Edm = 1.29115 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297198.5105466 Edm = 1.13257 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297197.8316971 Edm = 0.737251 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297197.076826 Edm = 0.563637 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297196.5872025 Edm = 0.741221 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297196.3674345 Edm = 0.462196 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297195.9123418 Edm = 0.103068 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297195.8465189 Edm = 0.0324503 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297195.8207724 Edm = 0.00346365 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297195.8164381 Edm = 0.00104398 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297195.814458 Edm = 0.000642785 NCalls = 774 -VariableMetric: Iteration # 99 - FCN = 297195.8134249 Edm = 0.000445289 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297195.8127971 Edm = 0.000196654 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297195.8125339 Edm = 7.23318e-05 NCalls = 780 -VariableMetric: Iteration # 102 - FCN = 297195.8124489 Edm = 1.21968e-05 NCalls = 782 -VariableMetric: After Hessian - FCN = 297195.8124489 Edm = 1.33723e-05 NCalls = 1267 -VariableMetric: Iteration # 103 - FCN = 297195.8124489 Edm = 1.33723e-05 NCalls = 1267 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331412.4187013 Edm = 1643.13 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331412.4187013 Edm = 1643.13 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306420.2727984 Edm = 5.93768 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 306334.8195994 Edm = 7.90575 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305298.3356009 Edm = 175.553 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 303093.5785656 Edm = 1473.55 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 302874.8593986 Edm = 187.119 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300667.6083662 Edm = 3452.77 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 300535.9085327 Edm = 1588.76 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298645.3582791 Edm = 41.1471 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298504.9045737 Edm = 0.702471 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298475.2741743 Edm = 16.7721 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298220.0095967 Edm = 195.051 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297619.4607514 Edm = 109.648 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297537.5358443 Edm = 59.6797 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297487.241077 Edm = 25.947 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297480.8896138 Edm = 1.12688 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297479.6356031 Edm = 0.401268 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297461.2538817 Edm = 3.75206 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297455.8544114 Edm = 0.181902 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297455.67833 Edm = 0.0374635 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297455.4701761 Edm = 0.15021 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297440.7340037 Edm = 12.209 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297289.1497659 Edm = 7.94126 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297285.8354029 Edm = 1.17042 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297284.7167913 Edm = 0.130996 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297280.4866165 Edm = 2.27742 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297279.0222225 Edm = 7.27381 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297276.1948693 Edm = 0.417715 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297275.7381052 Edm = 0.0420095 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297275.6941506 Edm = 0.0190829 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297272.1419995 Edm = 3.44642 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297251.9467991 Edm = 1.36742 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297250.3003792 Edm = 0.0717455 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297250.1230225 Edm = 0.0471025 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297250.0274987 Edm = 0.0371014 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297249.9799697 Edm = 0.0202199 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297249.9306069 Edm = 0.044419 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297249.8556853 Edm = 0.0637633 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297249.8107626 Edm = 0.0271993 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297249.7719413 Edm = 0.031967 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297249.7438433 Edm = 0.0175044 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297249.6212524 Edm = 0.051686 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297248.4086984 Edm = 1.02305 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297244.6657241 Edm = 8.06592 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297238.7899534 Edm = 0.595361 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297237.3869145 Edm = 0.101181 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297237.2149603 Edm = 0.0142837 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297237.189144 Edm = 0.00225485 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297237.1811652 Edm = 0.00355 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297237.1076935 Edm = 0.042614 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297235.4675112 Edm = 6.91574 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297233.6418638 Edm = 3.69372 NCalls = 189 -VariableMetric: Iteration # 52 - FCN = 297233.5808456 Edm = 0.242299 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297231.3878387 Edm = 1.29204 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297224.0471304 Edm = 2.28322 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297220.7741301 Edm = 0.43668 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297220.2438942 Edm = 0.0674286 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297220.1695914 Edm = 0.0157101 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297220.0711762 Edm = 0.0668406 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297219.8650014 Edm = 0.0164269 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297219.8450224 Edm = 0.00197496 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297219.8349814 Edm = 0.00366599 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297219.8279136 Edm = 0.00459319 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297219.822943 Edm = 0.005516 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297219.7616993 Edm = 0.049574 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297219.2575288 Edm = 1.06973 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297217.9168116 Edm = 2.45579 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297216.4757959 Edm = 1.45112 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297210.2644361 Edm = 2.62416 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297207.2889305 Edm = 1.62074 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297205.4178838 Edm = 0.726298 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297204.2040689 Edm = 0.171163 NCalls = 255 -VariableMetric: Iteration # 72 - FCN = 297204.0785189 Edm = 0.026723 NCalls = 257 -VariableMetric: Iteration # 73 - FCN = 297204.0440325 Edm = 0.00572905 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297204.0292198 Edm = 0.00439653 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297204.0241943 Edm = 0.000696985 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297204.0230521 Edm = 0.000437207 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297204.017275 Edm = 0.00506647 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297202.7997981 Edm = 1.79372 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297202.7862296 Edm = 0.0211546 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297202.7359421 Edm = 0.0643648 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297202.4338647 Edm = 0.230533 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297201.250326 Edm = 0.838034 NCalls = 289 -VariableMetric: Iteration # 83 - FCN = 297199.8924644 Edm = 0.760629 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297198.2114666 Edm = 0.370543 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297197.7199981 Edm = 0.0937681 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297197.5685273 Edm = 0.0286448 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297197.5241602 Edm = 0.0215435 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297197.4711445 Edm = 0.00752101 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297197.4632758 Edm = 0.000395014 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297197.4626904 Edm = 0.000208536 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297197.4556424 Edm = 0.00692672 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297197.2669944 Edm = 0.0737615 NCalls = 319 -VariableMetric: Iteration # 93 - FCN = 297196.3868744 Edm = 0.448207 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297195.6521594 Edm = 0.0436523 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297195.6080515 Edm = 0.000907381 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297195.6071279 Edm = 3.46295e-05 NCalls = 326 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317161.7976394 Edm = 23.5858 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317161.7976394 Edm = 23.5858 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301433.2752859 Edm = 14.2187 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299855.5482484 Edm = 1332.23 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 299849.8593577 Edm = 25.4654 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299405.0144038 Edm = 477.083 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299106.4023404 Edm = 364.166 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298731.7242848 Edm = 49.1367 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298661.7037428 Edm = 1.02523 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298659.5212491 Edm = 0.236182 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298656.7267692 Edm = 2.18461 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298629.80693 Edm = 0.702591 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298628.8877724 Edm = 0.133317 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298559.9334669 Edm = 70.1127 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 298555.2670004 Edm = 5.60723 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 298544.6536094 Edm = 9.72744 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 298357.3823869 Edm = 10.8552 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 298346.0298878 Edm = 0.0873367 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 298345.7670566 Edm = 0.239018 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 298342.5874746 Edm = 3.6352 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 298224.5824443 Edm = 15.0361 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298136.741593 Edm = 19.7746 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 298131.266732 Edm = 0.484744 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 298130.6112746 Edm = 0.0404063 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 298130.1107181 Edm = 0.424127 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 298113.9042186 Edm = 11.4474 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297974.7901975 Edm = 29.1152 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297917.3629076 Edm = 44.6914 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297895.7235119 Edm = 17.7975 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297874.9440905 Edm = 12.9572 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297855.2125677 Edm = 4.14335 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297852.3841193 Edm = 1.75411 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297849.3290877 Edm = 1.7029 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297846.5795473 Edm = 0.600575 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297845.2638795 Edm = 0.749202 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297844.5176458 Edm = 0.809945 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297843.8214654 Edm = 0.619073 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297842.8787683 Edm = 0.0667124 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297842.0674308 Edm = 0.829053 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297820.3227081 Edm = 19.2308 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297722.0266513 Edm = 19.6636 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297696.4356077 Edm = 15.2027 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297685.216991 Edm = 12.5303 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297674.0814531 Edm = 6.80038 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297662.559438 Edm = 13.7438 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297648.4512495 Edm = 11.4788 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297644.1426688 Edm = 6.54565 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297640.2856697 Edm = 2.89654 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297635.5843098 Edm = 2.62115 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297632.4254504 Edm = 2.0992 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297629.2007421 Edm = 0.393952 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297628.8055109 Edm = 0.0164575 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297628.7806466 Edm = 0.00526648 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297628.7121536 Edm = 0.0634015 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297627.6045183 Edm = 1.1848 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297627.4853995 Edm = 0.116257 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297618.9949601 Edm = 0.911736 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297607.6296226 Edm = 8.42791 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297602.6046325 Edm = 1.04825 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297601.3560846 Edm = 0.20821 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297601.2103321 Edm = 0.0165154 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297601.1911225 Edm = 0.00367088 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297601.1729077 Edm = 0.0217075 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297599.8612296 Edm = 0.780555 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297597.4890892 Edm = 0.0444086 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297597.439146 Edm = 0.00139165 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297597.4359376 Edm = 0.00130098 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297597.4156309 Edm = 0.013853 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297596.576306 Edm = 0.687209 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297584.6146853 Edm = 2.92211 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297577.8502365 Edm = 1.48266 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297576.8642949 Edm = 0.126343 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297576.7308564 Edm = 0.0175574 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297576.7135206 Edm = 0.00353552 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297576.7093216 Edm = 0.00072956 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297576.6883703 Edm = 0.0200732 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297575.1556644 Edm = 1.4418 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297564.9708816 Edm = 0.75989 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297563.9988384 Edm = 0.124219 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297563.8471674 Edm = 0.0167643 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297563.8296284 Edm = 0.00157476 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297563.8276392 Edm = 0.000511088 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297563.8257118 Edm = 0.00171644 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297563.790075 Edm = 0.0304588 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297563.2652276 Edm = 0.556383 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297562.693737 Edm = 0.49435 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297555.5409968 Edm = 1.87619 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297554.3076387 Edm = 0.544906 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297553.9661708 Edm = 0.0850005 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297553.8805305 Edm = 0.0127122 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297553.8663843 Edm = 0.000593105 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297553.8657535 Edm = 8.32476e-05 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297553.8653445 Edm = 0.000364535 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297553.8360707 Edm = 0.0290159 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297552.5324773 Edm = 0.80229 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297550.7932707 Edm = 0.139743 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297550.6655514 Edm = 0.00374035 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297550.6624499 Edm = 0.000235469 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297550.6621838 Edm = 7.03839e-05 NCalls = 315 -VariableMetric: After Hessian - FCN = 297550.6621838 Edm = 8.28285 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297550.6621838 Edm = 8.28285 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297550.347264 Edm = 495.032 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297549.7741143 Edm = 2647.8 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297549.7052995 Edm = 1037.33 NCalls = 809 -VariableMetric: Iteration # 102 - FCN = 297549.6194316 Edm = 2052.99 NCalls = 813 -VariableMetric: Iteration # 103 - FCN = 297549.5424684 Edm = 523.01 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297549.21876 Edm = 1717.84 NCalls = 820 -VariableMetric: Iteration # 105 - FCN = 297548.8251493 Edm = 796.914 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297548.0161583 Edm = 350.728 NCalls = 826 -VariableMetric: Iteration # 107 - FCN = 297547.6557011 Edm = 103.522 NCalls = 829 -VariableMetric: Iteration # 108 - FCN = 297547.1329037 Edm = 789.291 NCalls = 832 -VariableMetric: Iteration # 109 - FCN = 297546.0448651 Edm = 165.526 NCalls = 835 -VariableMetric: Iteration # 110 - FCN = 297545.8298986 Edm = 186.735 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297545.1206946 Edm = 22.3729 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297544.8874 Edm = 11.4646 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297544.6856662 Edm = 26.7316 NCalls = 846 -VariableMetric: Iteration # 114 - FCN = 297544.36955 Edm = 6.30134 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297544.181828 Edm = 8.66788 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297543.9948401 Edm = 2.08014 NCalls = 852 -VariableMetric: Iteration # 117 - FCN = 297543.592973 Edm = 1.68987 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297543.4572279 Edm = 0.95346 NCalls = 856 -VariableMetric: Iteration # 119 - FCN = 297543.3490738 Edm = 0.627549 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297543.2489091 Edm = 0.270077 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297543.1520111 Edm = 0.646185 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297543.0681944 Edm = 0.15289 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297543.0423158 Edm = 0.0621441 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297542.9898889 Edm = 0.0926509 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297542.8953662 Edm = 0.0831923 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297542.7798287 Edm = 0.116195 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297542.6866597 Edm = 0.193293 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297542.6044984 Edm = 0.0601238 NCalls = 878 -VariableMetric: Iteration # 129 - FCN = 297542.5173294 Edm = 0.086376 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297542.4597218 Edm = 0.058004 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297542.4013459 Edm = 0.0523741 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297542.3218085 Edm = 0.0927813 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297542.258369 Edm = 0.0357933 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297542.2331309 Edm = 0.0514491 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297542.197958 Edm = 0.00991421 NCalls = 896 -VariableMetric: Iteration # 136 - FCN = 297542.1798648 Edm = 0.00396708 NCalls = 898 -VariableMetric: Iteration # 137 - FCN = 297542.1744946 Edm = 0.00494564 NCalls = 900 -VariableMetric: Iteration # 138 - FCN = 297542.1702136 Edm = 0.00203359 NCalls = 903 -VariableMetric: Iteration # 139 - FCN = 297542.1661354 Edm = 0.00091216 NCalls = 905 -VariableMetric: Iteration # 140 - FCN = 297542.1641309 Edm = 0.000468029 NCalls = 907 -VariableMetric: Iteration # 141 - FCN = 297542.1636559 Edm = 0.000177933 NCalls = 909 -VariableMetric: Iteration # 142 - FCN = 297542.1634235 Edm = 5.80008e-05 NCalls = 911 -VariableMetric: After Hessian - FCN = 297542.1634235 Edm = 0.000140135 NCalls = 1408 -VariableMetric: Iteration # 143 - FCN = 297542.1634235 Edm = 0.000140135 NCalls = 1408 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314364.3710686 Edm = 18.6143 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314364.3710686 Edm = 18.6143 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303307.5828129 Edm = 9333 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302153.3161957 Edm = 13.4293 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 302048.2923829 Edm = 39.0726 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 299997.6168549 Edm = 86.7894 NCalls = 37 -VariableMetric: Iteration # 5 - FCN = 299825.3372993 Edm = 91.0546 NCalls = 39 -VariableMetric: Iteration # 6 - FCN = 299733.7070701 Edm = 65.3223 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 299001.1162629 Edm = 74.1801 NCalls = 49 -VariableMetric: Iteration # 8 - FCN = 298931.168916 Edm = 155.163 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 298875.7761036 Edm = 0.175271 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298792.1695475 Edm = 67.9534 NCalls = 60 -VariableMetric: Iteration # 11 - FCN = 298669.7887757 Edm = 2.61168 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 298666.6159483 Edm = 0.52664 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 298664.4894676 Edm = 1.2027 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 298634.6043843 Edm = 30.0146 NCalls = 73 -VariableMetric: Iteration # 15 - FCN = 298475.1797657 Edm = 60.499 NCalls = 81 -VariableMetric: Iteration # 16 - FCN = 298425.2098505 Edm = 248.767 NCalls = 84 -VariableMetric: Iteration # 17 - FCN = 297791.492285 Edm = 74.03 NCalls = 88 -VariableMetric: Iteration # 18 - FCN = 297652.3295766 Edm = 9.00945 NCalls = 90 -VariableMetric: Iteration # 19 - FCN = 297628.6086337 Edm = 12.1806 NCalls = 93 -VariableMetric: Iteration # 20 - FCN = 297619.6482566 Edm = 2.11577 NCalls = 95 -VariableMetric: Iteration # 21 - FCN = 297618.0149724 Edm = 0.101373 NCalls = 97 -VariableMetric: Iteration # 22 - FCN = 297617.8036077 Edm = 0.0776589 NCalls = 99 -VariableMetric: Iteration # 23 - FCN = 297617.6461714 Edm = 0.0607089 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297613.5253344 Edm = 3.70657 NCalls = 106 -VariableMetric: Iteration # 25 - FCN = 297516.132382 Edm = 74.6875 NCalls = 112 -VariableMetric: Iteration # 26 - FCN = 297495.370373 Edm = 38.5884 NCalls = 114 -VariableMetric: Iteration # 27 - FCN = 297405.1236142 Edm = 15.5106 NCalls = 118 -VariableMetric: Iteration # 28 - FCN = 297384.2269837 Edm = 1.83063 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297380.5316763 Edm = 0.965046 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297379.3012219 Edm = 0.0434241 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297379.2460084 Edm = 0.0118608 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297379.1919744 Edm = 0.0496004 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297374.0522719 Edm = 5.27692 NCalls = 135 -VariableMetric: Iteration # 34 - FCN = 297373.97649 Edm = 0.0675437 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297357.7005721 Edm = 1.02628 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297341.7100834 Edm = 7.11175 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297334.7058023 Edm = 5.70231 NCalls = 150 -VariableMetric: Iteration # 38 - FCN = 297325.0100099 Edm = 5.20695 NCalls = 153 -VariableMetric: Iteration # 39 - FCN = 297313.1151002 Edm = 7.11855 NCalls = 156 -VariableMetric: Iteration # 40 - FCN = 297305.7498407 Edm = 2.12568 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297301.8345679 Edm = 0.308075 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297301.6087715 Edm = 0.0976431 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297301.5002035 Edm = 0.0232094 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297301.3076552 Edm = 0.0582024 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297300.9889934 Edm = 1.02973 NCalls = 178 -VariableMetric: Iteration # 46 - FCN = 297300.3922118 Edm = 1.38953 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297299.893164 Edm = 0.206938 NCalls = 186 -VariableMetric: Iteration # 48 - FCN = 297299.5942264 Edm = 0.110639 NCalls = 188 -VariableMetric: Iteration # 49 - FCN = 297299.5534628 Edm = 0.0144443 NCalls = 190 -VariableMetric: Iteration # 50 - FCN = 297299.5212921 Edm = 0.0107704 NCalls = 192 -VariableMetric: Iteration # 51 - FCN = 297299.4153903 Edm = 0.0586844 NCalls = 195 -VariableMetric: Iteration # 52 - FCN = 297295.3434146 Edm = 2.67313 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297295.2320812 Edm = 0.0734605 NCalls = 203 -VariableMetric: Iteration # 54 - FCN = 297294.4742014 Edm = 0.684785 NCalls = 206 -VariableMetric: Iteration # 55 - FCN = 297287.0762036 Edm = 19.6135 NCalls = 209 -VariableMetric: Iteration # 56 - FCN = 297281.9443101 Edm = 5.73123 NCalls = 213 -VariableMetric: Iteration # 57 - FCN = 297281.1120905 Edm = 1.89582 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297271.7957374 Edm = 3.42229 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297265.1975542 Edm = 2.34621 NCalls = 221 -VariableMetric: Iteration # 60 - FCN = 297262.3893767 Edm = 2.50277 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297258.9549819 Edm = 2.87441 NCalls = 228 -VariableMetric: Iteration # 62 - FCN = 297256.7730908 Edm = 3.20256 NCalls = 231 -VariableMetric: Iteration # 63 - FCN = 297254.3726463 Edm = 1.52199 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297252.9685144 Edm = 0.151654 NCalls = 236 -VariableMetric: Iteration # 65 - FCN = 297252.7708095 Edm = 0.0598779 NCalls = 238 -VariableMetric: Iteration # 66 - FCN = 297252.4730555 Edm = 0.240593 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297251.6436398 Edm = 0.230935 NCalls = 245 -VariableMetric: Iteration # 68 - FCN = 297251.0447888 Edm = 0.438111 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297250.2904405 Edm = 1.03592 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297249.8063587 Edm = 0.276416 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297249.4607289 Edm = 0.487672 NCalls = 255 -VariableMetric: Iteration # 72 - FCN = 297249.3720867 Edm = 0.0110317 NCalls = 257 -VariableMetric: Iteration # 73 - FCN = 297249.3546295 Edm = 0.00818434 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297249.332606 Edm = 0.00301399 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297249.3290271 Edm = 0.00106306 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297249.2548701 Edm = 0.0739054 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297248.0538895 Edm = 0.140832 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297246.0351854 Edm = 0.191445 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297245.8380906 Edm = 0.0215744 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297245.8224516 Edm = 0.000763553 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297245.8215765 Edm = 0.000214995 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297245.8196931 Edm = 0.00163145 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297245.7106695 Edm = 0.112238 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297245.6893066 Edm = 0.0156685 NCalls = 293 -VariableMetric: Iteration # 85 - FCN = 297245.1363167 Edm = 0.210157 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297244.7118456 Edm = 0.151241 NCalls = 301 -VariableMetric: Iteration # 87 - FCN = 297244.5887629 Edm = 0.0782245 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297244.4886334 Edm = 0.0160789 NCalls = 306 -VariableMetric: Iteration # 89 - FCN = 297244.4668506 Edm = 0.0017149 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297244.4638585 Edm = 0.000697028 NCalls = 310 -VariableMetric: Iteration # 91 - FCN = 297244.4631372 Edm = 4.25442e-05 NCalls = 311 -VariableMetric: After Hessian - FCN = 297244.4631372 Edm = 9.60518 NCalls = 794 -VariableMetric: Iteration # 92 - FCN = 297244.4631372 Edm = 9.60518 NCalls = 794 -VariableMetric: Iteration # 93 - FCN = 297243.215621 Edm = 3.9434 NCalls = 799 -VariableMetric: Iteration # 94 - FCN = 297241.4924956 Edm = 13.9318 NCalls = 801 -VariableMetric: Iteration # 95 - FCN = 297240.8310756 Edm = 1.19405 NCalls = 803 -VariableMetric: Iteration # 96 - FCN = 297240.4294452 Edm = 0.976312 NCalls = 805 -VariableMetric: Iteration # 97 - FCN = 297238.587735 Edm = 0.243088 NCalls = 808 -VariableMetric: Iteration # 98 - FCN = 297237.9588632 Edm = 0.166862 NCalls = 811 -VariableMetric: Iteration # 99 - FCN = 297237.6547906 Edm = 0.119939 NCalls = 814 -VariableMetric: Iteration # 100 - FCN = 297237.4458232 Edm = 0.0494408 NCalls = 817 -VariableMetric: Iteration # 101 - FCN = 297237.3432215 Edm = 0.0442676 NCalls = 820 -VariableMetric: Iteration # 102 - FCN = 297237.2845797 Edm = 0.0282665 NCalls = 822 -VariableMetric: Iteration # 103 - FCN = 297237.2465968 Edm = 0.0138202 NCalls = 824 -VariableMetric: Iteration # 104 - FCN = 297237.2127598 Edm = 0.00756372 NCalls = 826 -VariableMetric: Iteration # 105 - FCN = 297237.2017433 Edm = 0.00802279 NCalls = 828 -VariableMetric: Iteration # 106 - FCN = 297237.1713485 Edm = 0.0120333 NCalls = 831 -VariableMetric: Iteration # 107 - FCN = 297237.1424649 Edm = 0.0108936 NCalls = 833 -VariableMetric: Iteration # 108 - FCN = 297237.0984874 Edm = 0.0130258 NCalls = 835 -VariableMetric: Iteration # 109 - FCN = 297237.0683683 Edm = 0.0149581 NCalls = 837 -VariableMetric: Iteration # 110 - FCN = 297237.0079643 Edm = 0.0200409 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297236.9532638 Edm = 0.0138813 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297236.9124577 Edm = 0.00641938 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297236.8928025 Edm = 0.00476148 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297236.8609302 Edm = 0.0157511 NCalls = 849 -VariableMetric: Iteration # 115 - FCN = 297236.8287327 Edm = 0.0265983 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 297236.8001795 Edm = 0.0149147 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297236.763564 Edm = 0.00800047 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297236.753436 Edm = 0.00369526 NCalls = 859 -VariableMetric: Iteration # 119 - FCN = 297236.7422937 Edm = 0.00269345 NCalls = 861 -VariableMetric: Iteration # 120 - FCN = 297236.7388477 Edm = 0.00064934 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297236.7368797 Edm = 0.00114655 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297236.7334771 Edm = 0.000511956 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297236.7325328 Edm = 0.000288823 NCalls = 869 -VariableMetric: Iteration # 124 - FCN = 297236.7315251 Edm = 7.78636e-05 NCalls = 871 -VariableMetric: After Hessian - FCN = 297236.7315251 Edm = 0.00016176 NCalls = 1356 -VariableMetric: Iteration # 125 - FCN = 297236.7315251 Edm = 0.00016176 NCalls = 1356 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305492.8597798 Edm = 25.2625 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305492.8597798 Edm = 25.2625 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301027.9723443 Edm = 13.7567 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300816.989359 Edm = 748.413 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 300749.852427 Edm = 0.977008 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 300018.8091258 Edm = 1322.53 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300008.7603796 Edm = 23.1787 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299958.9361907 Edm = 44.0924 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297964.5377008 Edm = 100.275 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297801.5373779 Edm = 6.19993 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297794.0645636 Edm = 1.17414 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297785.2007332 Edm = 5.25751 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297480.0449709 Edm = 11.8447 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297458.5732124 Edm = 0.518404 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297458.0186769 Edm = 0.0196266 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297457.8422269 Edm = 0.17542 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297437.2208226 Edm = 10.5781 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297378.4222872 Edm = 4.25896 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297372.9289205 Edm = 0.0642891 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297372.8081126 Edm = 0.0210536 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297372.2063194 Edm = 0.575865 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297319.6867563 Edm = 4.5449 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297314.2430193 Edm = 0.143087 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297314.0913924 Edm = 0.00571767 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297314.0754123 Edm = 0.0113102 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297310.5624136 Edm = 3.44167 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297264.6742245 Edm = 4.37246 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297261.798216 Edm = 0.421534 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297261.3404407 Edm = 0.0219255 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297261.3161936 Edm = 0.00157228 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297261.3120228 Edm = 0.00275003 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297261.0106608 Edm = 0.298565 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297250.7477528 Edm = 2.59416 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297246.195087 Edm = 0.727399 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297245.7237584 Edm = 0.124974 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297245.6738205 Edm = 0.0113671 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297245.6615877 Edm = 0.00116947 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297245.6488095 Edm = 0.0112985 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297243.1542792 Edm = 1.65254 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297239.9296752 Edm = 0.605431 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297239.6282564 Edm = 0.113972 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297239.545379 Edm = 0.00162169 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297239.543855 Edm = 0.000140509 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297239.5433645 Edm = 0.000364764 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297239.4789867 Edm = 0.0659565 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297238.7974214 Edm = 0.0156923 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297235.0426722 Edm = 0.155513 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297234.8762448 Edm = 0.00986355 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297234.8658068 Edm = 0.000434419 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297234.8651473 Edm = 0.000148006 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297234.8611578 Edm = 0.00392703 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297234.7469276 Edm = 0.123187 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297234.7430623 Edm = 0.00375133 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297234.4737521 Edm = 0.00867165 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297232.2189364 Edm = 0.706132 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297231.0121172 Edm = 0.772963 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297230.6475666 Edm = 0.243003 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297230.3072113 Edm = 0.19626 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297230.0253808 Edm = 0.172778 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297229.7737034 Edm = 0.0514397 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297229.719722 Edm = 0.00688376 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297229.7126114 Edm = 0.00066615 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297229.7118476 Edm = 7.90388e-05 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297229.7113592 Edm = 0.000373965 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297229.6761969 Edm = 0.0302843 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297226.9057489 Edm = 0.275665 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297226.5593695 Edm = 0.113772 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297226.4463255 Edm = 0.0188603 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297226.4194211 Edm = 0.00266458 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297226.4152299 Edm = 0.000781717 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297226.4144276 Edm = 0.000100986 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297226.4142849 Edm = 1.78579e-05 NCalls = 232 -VariableMetric: After Hessian - FCN = 297226.4142849 Edm = 71.2497 NCalls = 707 -VariableMetric: Iteration # 71 - FCN = 297226.4142849 Edm = 71.2497 NCalls = 707 -VariableMetric: Iteration # 72 - FCN = 297226.0020646 Edm = 184.605 NCalls = 711 -VariableMetric: Iteration # 73 - FCN = 297225.8055821 Edm = 0.416409 NCalls = 713 -VariableMetric: Iteration # 74 - FCN = 297222.6012027 Edm = 5.03147 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297222.442689 Edm = 0.294928 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297221.8670692 Edm = 0.331292 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297213.2328734 Edm = 3.26575 NCalls = 730 -VariableMetric: Iteration # 78 - FCN = 297211.8077746 Edm = 5.67936 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297209.0532028 Edm = 3.50217 NCalls = 734 -VariableMetric: Iteration # 80 - FCN = 297207.2599653 Edm = 3.67212 NCalls = 736 -VariableMetric: Iteration # 81 - FCN = 297203.3407327 Edm = 0.424255 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297202.3776697 Edm = 0.385462 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297200.291857 Edm = 0.559004 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297199.8193262 Edm = 0.219622 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297199.5683535 Edm = 0.136977 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297199.1638871 Edm = 0.0692666 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297199.0116264 Edm = 0.055065 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297198.787372 Edm = 0.0745679 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297198.6172167 Edm = 0.0469738 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297198.4444567 Edm = 0.0847765 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297198.1914273 Edm = 0.0904376 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297197.9464403 Edm = 0.0517263 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297197.8039415 Edm = 0.0776533 NCalls = 766 -VariableMetric: Iteration # 94 - FCN = 297197.6648501 Edm = 0.0382539 NCalls = 768 -VariableMetric: Iteration # 95 - FCN = 297197.6081789 Edm = 0.019563 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297197.5592827 Edm = 0.0401631 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297197.4964888 Edm = 0.0390908 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297197.4239109 Edm = 0.0388475 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297197.3676143 Edm = 0.010281 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297197.3497213 Edm = 0.0102477 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297197.3412136 Edm = 0.00398557 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297197.3276154 Edm = 0.00444422 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297197.3152513 Edm = 0.0051711 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297197.299055 Edm = 0.0104389 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297197.2749521 Edm = 0.00630954 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297197.2586367 Edm = 0.00778848 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297197.2244977 Edm = 0.0145618 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297197.2134512 Edm = 0.00355088 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297197.2069579 Edm = 0.00326461 NCalls = 803 -VariableMetric: Iteration # 110 - FCN = 297197.1948912 Edm = 0.0046196 NCalls = 805 -VariableMetric: Iteration # 111 - FCN = 297197.188821 Edm = 0.00316961 NCalls = 807 -VariableMetric: Iteration # 112 - FCN = 297197.1821232 Edm = 0.00412051 NCalls = 809 -VariableMetric: Iteration # 113 - FCN = 297197.1665867 Edm = 0.00465578 NCalls = 811 -VariableMetric: Iteration # 114 - FCN = 297197.1604047 Edm = 0.00441988 NCalls = 814 -VariableMetric: Iteration # 115 - FCN = 297197.1464512 Edm = 0.00664594 NCalls = 817 -VariableMetric: Iteration # 116 - FCN = 297197.1362421 Edm = 0.00366401 NCalls = 820 -VariableMetric: Iteration # 117 - FCN = 297197.1296435 Edm = 0.00389449 NCalls = 822 -VariableMetric: Iteration # 118 - FCN = 297197.0998856 Edm = 0.0214074 NCalls = 826 -VariableMetric: Iteration # 119 - FCN = 297197.06738 Edm = 0.0116871 NCalls = 828 -VariableMetric: Iteration # 120 - FCN = 297197.0568182 Edm = 0.00879929 NCalls = 831 -VariableMetric: Iteration # 121 - FCN = 297197.0463882 Edm = 0.0109653 NCalls = 833 -VariableMetric: Iteration # 122 - FCN = 297197.0161357 Edm = 0.0208473 NCalls = 836 -VariableMetric: Iteration # 123 - FCN = 297196.9840953 Edm = 0.00984545 NCalls = 839 -VariableMetric: Iteration # 124 - FCN = 297196.9714571 Edm = 0.00533879 NCalls = 841 -VariableMetric: Iteration # 125 - FCN = 297196.9601003 Edm = 0.00430617 NCalls = 843 -VariableMetric: Iteration # 126 - FCN = 297196.9530351 Edm = 0.00205898 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297196.9504744 Edm = 0.00123964 NCalls = 847 -VariableMetric: Iteration # 128 - FCN = 297196.9452742 Edm = 0.00192801 NCalls = 850 -VariableMetric: Iteration # 129 - FCN = 297196.9398638 Edm = 0.00223305 NCalls = 852 -VariableMetric: Iteration # 130 - FCN = 297196.9316662 Edm = 0.002553 NCalls = 855 -VariableMetric: Iteration # 131 - FCN = 297196.9270642 Edm = 0.00235412 NCalls = 857 -VariableMetric: Iteration # 132 - FCN = 297196.9143609 Edm = 0.00438439 NCalls = 860 -VariableMetric: Iteration # 133 - FCN = 297196.9067773 Edm = 0.00233308 NCalls = 862 -VariableMetric: Iteration # 134 - FCN = 297196.9043408 Edm = 0.00143221 NCalls = 864 -VariableMetric: Iteration # 135 - FCN = 297196.8998091 Edm = 0.00262531 NCalls = 866 -VariableMetric: Iteration # 136 - FCN = 297196.8819161 Edm = 0.0060153 NCalls = 869 -VariableMetric: Iteration # 137 - FCN = 297196.8692154 Edm = 0.00292786 NCalls = 871 -VariableMetric: Iteration # 138 - FCN = 297196.8653601 Edm = 0.00251832 NCalls = 873 -VariableMetric: Iteration # 139 - FCN = 297196.8603966 Edm = 0.00121433 NCalls = 875 -VariableMetric: Iteration # 140 - FCN = 297196.8589728 Edm = 0.000145665 NCalls = 877 -VariableMetric: Iteration # 141 - FCN = 297196.8587671 Edm = 8.20325e-05 NCalls = 879 -VariableMetric: Iteration # 142 - FCN = 297196.8585376 Edm = 0.000181634 NCalls = 881 -VariableMetric: Iteration # 143 - FCN = 297196.8581142 Edm = 7.91768e-05 NCalls = 885 -VariableMetric: Iteration # 144 - FCN = 297196.8579557 Edm = 3.34229e-05 NCalls = 887 -VariableMetric: After Hessian - FCN = 297196.8579557 Edm = 0.00196321 NCalls = 1374 -VariableMetric: Iteration # 145 - FCN = 297196.8579557 Edm = 0.00196321 NCalls = 1374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318726.4173135 Edm = 242.152 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318726.4173135 Edm = 242.152 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299829.9154692 Edm = 1.80384 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299813.4632557 Edm = 13.0813 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298479.3170142 Edm = 120.149 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298160.0934333 Edm = 165.103 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297928.4020364 Edm = 41.3314 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297912.5971915 Edm = 0.834295 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297911.7592416 Edm = 0.191635 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297887.4978118 Edm = 14.7232 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297821.3333439 Edm = 2.32229 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297818.6711956 Edm = 0.0815489 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297818.289526 Edm = 0.313728 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297759.1513269 Edm = 17.2351 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297726.2797868 Edm = 0.815382 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297725.2280041 Edm = 0.0233717 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297725.1874829 Edm = 0.0142291 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297724.4172051 Edm = 0.743957 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297621.1102266 Edm = 19.8892 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297609.0279877 Edm = 54.553 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297515.5206462 Edm = 27.9249 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297480.3384731 Edm = 5.01513 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297475.842299 Edm = 0.232329 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297475.5821959 Edm = 0.00510683 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297475.5743594 Edm = 0.00310344 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297475.54467 Edm = 0.020591 NCalls = 77 -VariableMetric: Iteration # 25 - FCN = 297470.7800861 Edm = 4.95722 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297470.6697295 Edm = 0.0613629 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297464.0310236 Edm = 6.01206 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297463.9054584 Edm = 0.131232 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297463.1732328 Edm = 0.738601 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297456.0821736 Edm = 24.7406 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297455.5732027 Edm = 0.263808 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297455.2734762 Edm = 0.356012 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297454.2415928 Edm = 0.948159 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297449.8275194 Edm = 1.26747 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297449.3936283 Edm = 0.450499 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297448.8849015 Edm = 0.264568 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297448.0810374 Edm = 0.650293 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297445.6142071 Edm = 1.72153 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297440.5062759 Edm = 0.948188 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297437.5916096 Edm = 3.80459 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297431.8968508 Edm = 11.7372 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297430.3016402 Edm = 7.60715 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297424.2000837 Edm = 4.92377 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297410.5545507 Edm = 3.18902 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297406.5497597 Edm = 0.554412 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297406.1591218 Edm = 0.0480899 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297406.1287989 Edm = 0.0138845 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297406.1167033 Edm = 0.00407964 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297406.0836748 Edm = 0.0361678 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297404.2504395 Edm = 1.57119 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297389.7096502 Edm = 1.78031 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297387.9192903 Edm = 0.111075 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297387.8301076 Edm = 0.00514075 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297387.8252453 Edm = 0.000800949 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297387.8229031 Edm = 0.00163247 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297387.7982128 Edm = 0.0200033 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297386.4677662 Edm = 0.666125 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297385.5244748 Edm = 0.240527 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297385.3638665 Edm = 0.00866889 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297385.3563155 Edm = 0.000675638 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297385.3536839 Edm = 0.00248918 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297385.1156269 Edm = 0.246835 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297384.9841494 Edm = 0.127072 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297379.2737194 Edm = 0.109733 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297379.1789871 Edm = 0.00297543 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297379.1756647 Edm = 0.000221468 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297379.1746349 Edm = 0.000655966 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297379.1476282 Edm = 0.0239992 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297377.5426908 Edm = 1.77389 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297377.4883075 Edm = 0.0854569 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297376.1266646 Edm = 1.28141 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297364.1282353 Edm = 4.81235 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297358.7170331 Edm = 9.51207 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297347.1951987 Edm = 2.98206 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297343.4229393 Edm = 0.723649 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297342.0747232 Edm = 0.200032 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297341.907119 Edm = 0.0171491 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297341.8883171 Edm = 0.00205723 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297341.8852623 Edm = 0.000443082 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297341.8844967 Edm = 0.000324867 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297341.8828612 Edm = 0.000867677 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297341.8766247 Edm = 0.00456309 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297341.316674 Edm = 0.427259 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297337.6847281 Edm = 0.181534 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297337.4787001 Edm = 0.0137928 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297337.4647093 Edm = 0.000651643 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297337.4639121 Edm = 5.45364e-05 NCalls = 275 -VariableMetric: After Hessian - FCN = 297337.4639121 Edm = 14939.2 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297337.4639121 Edm = 14939.2 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297335.7064781 Edm = 340.041 NCalls = 763 -VariableMetric: Iteration # 90 - FCN = 297335.5064661 Edm = 5.21259 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297331.6221298 Edm = 0.217099 NCalls = 768 -VariableMetric: Iteration # 92 - FCN = 297329.4210502 Edm = 0.634792 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297327.876671 Edm = 0.579965 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297322.7213797 Edm = 1.27103 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297321.8846698 Edm = 0.696899 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297320.5498069 Edm = 0.646309 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297319.446197 Edm = 0.402328 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297318.9087145 Edm = 0.157818 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297318.460174 Edm = 0.313151 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297317.794517 Edm = 0.143285 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297317.5301581 Edm = 0.130523 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297316.6772184 Edm = 0.144471 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297316.3336594 Edm = 0.173942 NCalls = 798 -VariableMetric: Iteration # 104 - FCN = 297315.6533276 Edm = 0.0955907 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297315.5337741 Edm = 0.0374128 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297315.3585953 Edm = 0.0976875 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297315.1794336 Edm = 0.0142323 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297315.155606 Edm = 0.0124983 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297315.0527735 Edm = 0.0112383 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297315.0296374 Edm = 0.0113566 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297314.9034335 Edm = 0.0291565 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297314.858306 Edm = 0.0135626 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297314.7598444 Edm = 0.0219522 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297314.7262289 Edm = 0.00937823 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297314.6743897 Edm = 0.0258126 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297314.5868424 Edm = 0.0195157 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297314.5504648 Edm = 0.0289739 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297314.402223 Edm = 0.0769753 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297314.2395503 Edm = 0.0211907 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297314.1944355 Edm = 0.0220569 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297314.0404783 Edm = 0.0856927 NCalls = 844 -VariableMetric: Iteration # 122 - FCN = 297313.9960679 Edm = 0.0254474 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297313.9734754 Edm = 0.00284551 NCalls = 848 -VariableMetric: Iteration # 124 - FCN = 297313.9648042 Edm = 0.00298801 NCalls = 850 -VariableMetric: Iteration # 125 - FCN = 297313.9563369 Edm = 0.00258141 NCalls = 852 -VariableMetric: Iteration # 126 - FCN = 297313.9481059 Edm = 0.00438122 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297313.9352069 Edm = 0.00658101 NCalls = 857 -VariableMetric: Iteration # 128 - FCN = 297313.914978 Edm = 0.00773807 NCalls = 859 -VariableMetric: Iteration # 129 - FCN = 297313.9030399 Edm = 0.00225834 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297313.8977617 Edm = 0.00353768 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297313.8834251 Edm = 0.00836176 NCalls = 867 -VariableMetric: Iteration # 132 - FCN = 297313.8658248 Edm = 0.0023365 NCalls = 869 -VariableMetric: Iteration # 133 - FCN = 297313.8623943 Edm = 0.00108521 NCalls = 871 -VariableMetric: Iteration # 134 - FCN = 297313.8599756 Edm = 0.00134908 NCalls = 873 -VariableMetric: Iteration # 135 - FCN = 297313.8492678 Edm = 0.00553656 NCalls = 877 -VariableMetric: Iteration # 136 - FCN = 297313.8376629 Edm = 0.000339989 NCalls = 879 -VariableMetric: Iteration # 137 - FCN = 297313.8372727 Edm = 5.66832e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297313.8372727 Edm = 0.00367713 NCalls = 1374 -VariableMetric: Iteration # 138 - FCN = 297313.8372727 Edm = 0.00367713 NCalls = 1374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307479.9028016 Edm = 10.7189 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307479.9028016 Edm = 10.7189 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302178.5686641 Edm = 0.66954 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302175.2843962 Edm = 1.03282 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302159.4717361 Edm = 19.0921 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302122.6918849 Edm = 34.2489 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 300246.4506985 Edm = 122.655 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300124.2036564 Edm = 196.79 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 299735.050875 Edm = 182.865 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 299506.1538379 Edm = 22.3471 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 299494.3101756 Edm = 28.6926 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 299322.6305383 Edm = 20.0882 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 299307.1949248 Edm = 655.886 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 299299.8784609 Edm = 2.02343 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298553.7108902 Edm = 261.632 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297681.9450072 Edm = 59.3829 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297633.1926511 Edm = 65.9753 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297585.6323396 Edm = 0.843022 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297584.3171914 Edm = 0.51264 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297548.4322121 Edm = 9.07186 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297536.9134796 Edm = 0.0322464 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297536.8598717 Edm = 0.0233102 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297518.3750395 Edm = 5.96601 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297480.5169802 Edm = 11.7796 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297462.2309764 Edm = 10.6421 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297459.2854126 Edm = 0.514963 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297458.6004955 Edm = 0.23647 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297456.0298665 Edm = 0.562675 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297455.5123904 Edm = 0.0879739 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297455.3729285 Edm = 0.0149364 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297455.3100399 Edm = 0.0422723 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297451.9430884 Edm = 4.19867 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297448.7477882 Edm = 3.03031 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297412.4484796 Edm = 6.91815 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297410.2419342 Edm = 1.16082 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297407.558759 Edm = 1.0968 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297404.2299119 Edm = 4.29083 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297401.4767032 Edm = 1.40698 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297399.7507185 Edm = 0.255595 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297399.4533587 Edm = 0.0366975 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297399.4082202 Edm = 0.0100468 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297398.7801654 Edm = 0.623008 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297385.0858225 Edm = 0.781707 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297345.8233485 Edm = 12.7728 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297340.5799345 Edm = 1.84091 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297337.9952786 Edm = 0.443546 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297337.2935343 Edm = 0.0820211 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297337.1785909 Edm = 0.0195763 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297337.1520805 Edm = 0.00290788 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297337.1475383 Edm = 0.000906861 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297337.1399138 Edm = 0.00718115 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297336.4100889 Edm = 0.681952 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297334.3923261 Edm = 1.11731 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297332.9863767 Edm = 0.254513 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297332.6241474 Edm = 0.0685125 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297332.5296236 Edm = 0.0141834 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297332.5168247 Edm = 0.000342155 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297332.5160666 Edm = 0.000441496 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297332.5107626 Edm = 0.00354115 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297332.4321854 Edm = 0.0808221 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297332.3260717 Edm = 0.0909455 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297329.5256709 Edm = 0.114578 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297329.4204898 Edm = 0.0124865 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297329.4053271 Edm = 0.00189677 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297329.4030133 Edm = 0.000391855 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297329.4013322 Edm = 0.00126844 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297329.373818 Edm = 0.0222455 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297328.3120268 Edm = 0.559985 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297327.2729413 Edm = 0.238267 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297327.1475982 Edm = 0.0571139 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297327.070086 Edm = 0.00407356 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297327.0655598 Edm = 0.000287065 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297327.0649481 Edm = 0.000488274 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297327.0458413 Edm = 0.0193693 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297326.9862984 Edm = 0.0567536 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297323.9146838 Edm = 0.148778 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297323.7741682 Edm = 0.00695928 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297323.7681255 Edm = 0.000629006 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297323.7674903 Edm = 0.000122027 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297323.7646072 Edm = 0.00237649 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297323.6863615 Edm = 0.0714622 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297322.4440958 Edm = 0.313088 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297322.0878824 Edm = 0.0266916 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297322.0654677 Edm = 0.00049737 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297322.0648404 Edm = 0.000104527 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297322.06419 Edm = 0.000623135 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297322.0589317 Edm = 0.00541128 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297321.8946607 Edm = 0.00646358 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297320.6879894 Edm = 0.14283 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297320.3842284 Edm = 0.00337857 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297320.3802773 Edm = 5.43364e-05 NCalls = 301 -VariableMetric: After Hessian - FCN = 297320.3802773 Edm = 46542.4 NCalls = 768 -VariableMetric: Iteration # 90 - FCN = 297320.3802773 Edm = 46542.4 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297318.2890694 Edm = 2707.18 NCalls = 779 -VariableMetric: Iteration # 92 - FCN = 297317.4251663 Edm = 15.8498 NCalls = 782 -VariableMetric: Iteration # 93 - FCN = 297311.6520589 Edm = 0.145488 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297311.1303343 Edm = 0.184227 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297310.4163808 Edm = 0.265035 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297305.1094307 Edm = 6.5619 NCalls = 793 -VariableMetric: Iteration # 97 - FCN = 297301.718899 Edm = 5.88256 NCalls = 797 -VariableMetric: Iteration # 98 - FCN = 297294.4910478 Edm = 4.7641 NCalls = 802 -VariableMetric: Iteration # 99 - FCN = 297291.5439708 Edm = 2.13624 NCalls = 804 -VariableMetric: Iteration # 100 - FCN = 297289.9636673 Edm = 0.611421 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297287.9556823 Edm = 0.825944 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297286.9614391 Edm = 0.151935 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297286.6571229 Edm = 0.142729 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297285.9431339 Edm = 0.10396 NCalls = 814 -VariableMetric: Iteration # 105 - FCN = 297285.6909089 Edm = 0.12776 NCalls = 816 -VariableMetric: Iteration # 106 - FCN = 297285.1902525 Edm = 0.0552126 NCalls = 818 -VariableMetric: Iteration # 107 - FCN = 297285.1139259 Edm = 0.0265764 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297284.9660943 Edm = 0.100789 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297284.5964906 Edm = 0.0688115 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297283.9189084 Edm = 0.573762 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297283.3479571 Edm = 1.28079 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297282.5977029 Edm = 0.397725 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297281.0499487 Edm = 1.61099 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297279.9285741 Edm = 1.9304 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297277.7978159 Edm = 3.30341 NCalls = 844 -VariableMetric: Iteration # 116 - FCN = 297273.8099838 Edm = 2.83864 NCalls = 849 -VariableMetric: Iteration # 117 - FCN = 297271.4140975 Edm = 0.778933 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297269.7532266 Edm = 1.03012 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297268.500162 Edm = 0.518152 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297268.1504687 Edm = 0.114769 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297268.0646227 Edm = 0.034142 NCalls = 858 -VariableMetric: Iteration # 122 - FCN = 297267.8562901 Edm = 0.0793523 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297267.6870072 Edm = 0.039178 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297267.5971031 Edm = 0.0459228 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297267.4088022 Edm = 0.067037 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297267.288801 Edm = 0.0207877 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297267.2353326 Edm = 0.0308764 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297267.016279 Edm = 0.0659466 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297266.8677204 Edm = 0.0587687 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297266.6013084 Edm = 0.158261 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297266.3091076 Edm = 0.108183 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297266.1543766 Edm = 0.094756 NCalls = 882 -VariableMetric: Iteration # 133 - FCN = 297265.7583085 Edm = 0.333773 NCalls = 886 -VariableMetric: Iteration # 134 - FCN = 297264.6094395 Edm = 0.678479 NCalls = 891 -VariableMetric: Iteration # 135 - FCN = 297263.9863048 Edm = 1.07691 NCalls = 892 -VariableMetric: Iteration # 136 - FCN = 297263.1721202 Edm = 0.912647 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297262.2663284 Edm = 1.10679 NCalls = 900 -VariableMetric: Iteration # 138 - FCN = 297261.5836985 Edm = 1.28005 NCalls = 902 -VariableMetric: Iteration # 139 - FCN = 297259.7080749 Edm = 0.771952 NCalls = 907 -VariableMetric: Iteration # 140 - FCN = 297258.9070822 Edm = 0.559719 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297258.547396 Edm = 0.499521 NCalls = 911 -VariableMetric: Iteration # 142 - FCN = 297258.1764467 Edm = 0.242507 NCalls = 913 -VariableMetric: Iteration # 143 - FCN = 297257.8050999 Edm = 0.604205 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297256.0971296 Edm = 1.08304 NCalls = 919 -VariableMetric: Iteration # 145 - FCN = 297255.4961269 Edm = 0.377881 NCalls = 921 -VariableMetric: Iteration # 146 - FCN = 297255.0882602 Edm = 0.325978 NCalls = 924 -VariableMetric: Iteration # 147 - FCN = 297254.828743 Edm = 0.260825 NCalls = 927 -VariableMetric: Iteration # 148 - FCN = 297254.3751172 Edm = 0.103731 NCalls = 929 -VariableMetric: Iteration # 149 - FCN = 297254.2523129 Edm = 0.0265909 NCalls = 931 -VariableMetric: Iteration # 150 - FCN = 297254.1868953 Edm = 0.0348652 NCalls = 933 -VariableMetric: Iteration # 151 - FCN = 297254.0603537 Edm = 0.0199937 NCalls = 935 -VariableMetric: Iteration # 152 - FCN = 297254.0204777 Edm = 0.015607 NCalls = 937 -VariableMetric: Iteration # 153 - FCN = 297253.9238931 Edm = 0.063536 NCalls = 940 -VariableMetric: Iteration # 154 - FCN = 297253.6963751 Edm = 0.052629 NCalls = 942 -VariableMetric: Iteration # 155 - FCN = 297253.6319258 Edm = 0.00686552 NCalls = 944 -VariableMetric: Iteration # 156 - FCN = 297253.6220505 Edm = 0.00177694 NCalls = 946 -VariableMetric: Iteration # 157 - FCN = 297253.6145137 Edm = 0.00480987 NCalls = 948 -VariableMetric: Iteration # 158 - FCN = 297253.595369 Edm = 0.00494171 NCalls = 950 -VariableMetric: Iteration # 159 - FCN = 297253.5846288 Edm = 0.00197318 NCalls = 952 -VariableMetric: Iteration # 160 - FCN = 297253.5815648 Edm = 0.000181449 NCalls = 954 -VariableMetric: Iteration # 161 - FCN = 297253.581199 Edm = 0.000169872 NCalls = 956 -VariableMetric: Iteration # 162 - FCN = 297253.5793397 Edm = 0.000749439 NCalls = 959 -VariableMetric: Iteration # 163 - FCN = 297253.5779634 Edm = 4.70169e-05 NCalls = 961 -VariableMetric: After Hessian - FCN = 297253.5779634 Edm = 0.000740981 NCalls = 1448 -VariableMetric: Iteration # 164 - FCN = 297253.5779634 Edm = 0.000740981 NCalls = 1448 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321199.8118541 Edm = 37.5137 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321199.8118541 Edm = 37.5137 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301329.044162 Edm = 22.6066 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300921.5371341 Edm = 3683.62 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300616.9151817 Edm = 3.60031 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300577.946512 Edm = 40.5561 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300384.1141204 Edm = 2.96771 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300378.6106951 Edm = 2.02879 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 300290.7851211 Edm = 84.2503 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298108.5753304 Edm = 87.4181 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298071.6756396 Edm = 243.231 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297672.8647536 Edm = 3.87759 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297670.6151767 Edm = 4.26298 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297666.9894603 Edm = 1.45937 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297633.5734706 Edm = 13.8024 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297592.5476103 Edm = 0.564025 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297590.888613 Edm = 0.11992 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297590.6369701 Edm = 0.0668491 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297589.8493409 Edm = 0.588493 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297544.697897 Edm = 14.8753 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297516.4438245 Edm = 25.4598 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297509.1683076 Edm = 2.20811 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297506.9142725 Edm = 0.413796 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297506.5465018 Edm = 0.0977131 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297505.5304137 Edm = 1.02067 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297471.4763333 Edm = 5.49685 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297465.2609861 Edm = 0.267451 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297464.9770522 Edm = 0.0269047 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297464.9356168 Edm = 0.00699095 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297464.8162595 Edm = 0.094956 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297460.3609246 Edm = 2.72167 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297448.2068085 Edm = 0.581379 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297447.4189248 Edm = 0.305999 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297446.9474243 Edm = 0.123264 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297446.6490605 Edm = 0.172155 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297445.566348 Edm = 1.40194 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297445.3709533 Edm = 1.15388 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297443.5104592 Edm = 2.13977 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297441.6042133 Edm = 1.53143 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297440.5889022 Edm = 0.339733 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297440.1915027 Edm = 0.0748576 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297440.1276011 Edm = 0.0207777 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297440.0858939 Edm = 0.00633351 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297440.0663992 Edm = 0.0117198 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297437.0356855 Edm = 3.28649 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297436.9708479 Edm = 0.0531329 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297428.0811151 Edm = 12.1914 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297428.019725 Edm = 0.0588378 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297427.365789 Edm = 0.985851 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297423.2321202 Edm = 3.98067 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297376.9991809 Edm = 4.90674 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297373.1572879 Edm = 0.443612 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297372.8231809 Edm = 0.0155433 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297372.7980236 Edm = 0.00555675 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297372.78603 Edm = 0.0060768 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297372.7422414 Edm = 0.00531337 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297372.7232612 Edm = 0.0126603 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297371.6339745 Edm = 0.856654 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297367.2736076 Edm = 9.85445 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297363.8305393 Edm = 3.07901 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297350.3586359 Edm = 6.36438 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297344.5931994 Edm = 1.66903 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297341.646444 Edm = 0.804244 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297340.7502584 Edm = 0.181693 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297340.3207849 Edm = 0.43046 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297339.5193307 Edm = 1.18282 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297338.5042973 Edm = 2.08454 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297337.4917196 Edm = 1.50365 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297336.5448176 Edm = 2.00758 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297336.148814 Edm = 0.61809 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297334.7294623 Edm = 1.23451 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297333.4761202 Edm = 0.745243 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297332.7776258 Edm = 0.238759 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297332.2353623 Edm = 0.30614 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297331.7701808 Edm = 0.273974 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297330.7995953 Edm = 0.104353 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297330.6708373 Edm = 0.0118639 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297330.6517991 Edm = 0.00419105 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297330.6443619 Edm = 0.00397978 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297330.6079603 Edm = 0.0273377 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297330.2701528 Edm = 0.245754 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297329.7625886 Edm = 0.318296 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297329.5772612 Edm = 1.09897 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297329.2400284 Edm = 0.304439 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297327.8643 Edm = 1.18428 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297318.8740565 Edm = 0.783605 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297317.9818098 Edm = 0.202419 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297317.8705506 Edm = 0.136555 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297317.7122425 Edm = 0.301662 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297317.4900254 Edm = 0.666542 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297316.2874996 Edm = 0.81122 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297314.8385786 Edm = 2.50061 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297312.5728687 Edm = 0.655882 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297311.958161 Edm = 0.590475 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297311.5284703 Edm = 0.132364 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297311.2807926 Edm = 0.0599858 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297311.1676545 Edm = 0.0721395 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297310.9038172 Edm = 0.171065 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297310.5804966 Edm = 0.0362757 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297310.5355787 Edm = 0.00401238 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297310.5301088 Edm = 0.000921364 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297310.5283904 Edm = 0.000948682 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297310.52588 Edm = 0.00196784 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297310.4961877 Edm = 0.0274235 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297309.8917101 Edm = 0.44332 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 297304.1549268 Edm = 2.36425 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297301.745223 Edm = 0.187498 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297301.4852594 Edm = 0.0699602 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297301.389 Edm = 0.0779118 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297301.3063999 Edm = 0.0428863 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297301.2518732 Edm = 0.0608491 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297301.1225708 Edm = 0.269379 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297301.0056392 Edm = 0.16808 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297300.9874159 Edm = 0.0535199 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297300.7089643 Edm = 0.153471 NCalls = 369 -VariableMetric: Iteration # 114 - FCN = 297300.2568235 Edm = 0.424442 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297300.0316517 Edm = 0.567985 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297299.2108213 Edm = 0.939115 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297298.5584772 Edm = 0.688749 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297297.7038669 Edm = 0.282024 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297297.2400107 Edm = 0.0555967 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297297.1709011 Edm = 0.00534647 NCalls = 392 -VariableMetric: Iteration # 121 - FCN = 297297.1640441 Edm = 0.00253781 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297297.1602382 Edm = 0.0035677 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297297.1233342 Edm = 0.0341309 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297296.6178726 Edm = 0.422306 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297293.653843 Edm = 1.13778 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297291.584762 Edm = 0.148233 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297291.3605254 Edm = 0.0119913 NCalls = 410 -VariableMetric: Iteration # 128 - FCN = 297291.3497646 Edm = 0.00234935 NCalls = 412 -VariableMetric: Iteration # 129 - FCN = 297291.3468736 Edm = 0.000651625 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297291.3452657 Edm = 0.00125952 NCalls = 416 -VariableMetric: Iteration # 131 - FCN = 297291.337143 Edm = 0.00689983 NCalls = 420 -VariableMetric: Iteration # 132 - FCN = 297291.2883967 Edm = 0.0327151 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297290.9010259 Edm = 0.337323 NCalls = 428 -VariableMetric: Iteration # 134 - FCN = 297289.948167 Edm = 0.696786 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297289.6577886 Edm = 1.0596 NCalls = 435 -VariableMetric: Iteration # 136 - FCN = 297288.5174092 Edm = 0.132774 NCalls = 437 -VariableMetric: Iteration # 137 - FCN = 297288.3458097 Edm = 0.0618183 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297288.1286995 Edm = 0.173636 NCalls = 442 -VariableMetric: Iteration # 139 - FCN = 297286.9713879 Edm = 0.364557 NCalls = 450 -VariableMetric: Iteration # 140 - FCN = 297286.8633723 Edm = 0.266741 NCalls = 452 -VariableMetric: Iteration # 141 - FCN = 297286.2642777 Edm = 0.301009 NCalls = 455 -VariableMetric: Iteration # 142 - FCN = 297285.7132533 Edm = 0.357041 NCalls = 457 -VariableMetric: Iteration # 143 - FCN = 297285.1962105 Edm = 0.144569 NCalls = 460 -VariableMetric: Iteration # 144 - FCN = 297284.9372368 Edm = 0.0437359 NCalls = 462 -VariableMetric: Iteration # 145 - FCN = 297284.8871523 Edm = 0.00361068 NCalls = 464 -VariableMetric: Iteration # 146 - FCN = 297284.8836656 Edm = 0.000523714 NCalls = 465 -VariableMetric: Iteration # 147 - FCN = 297284.8824612 Edm = 0.000459733 NCalls = 467 -VariableMetric: Iteration # 148 - FCN = 297284.8749136 Edm = 0.00610372 NCalls = 471 -VariableMetric: Iteration # 149 - FCN = 297284.7008924 Edm = 0.176744 NCalls = 475 -VariableMetric: Iteration # 150 - FCN = 297281.8168208 Edm = 1.28823 NCalls = 482 -VariableMetric: Iteration # 151 - FCN = 297279.6034957 Edm = 1.70154 NCalls = 485 -VariableMetric: Iteration # 152 - FCN = 297279.1917585 Edm = 0.117123 NCalls = 487 -VariableMetric: Iteration # 153 - FCN = 297279.0866733 Edm = 0.0178245 NCalls = 489 -VariableMetric: Iteration # 154 - FCN = 297279.0396959 Edm = 0.029107 NCalls = 491 -VariableMetric: Iteration # 155 - FCN = 297278.9626236 Edm = 0.026605 NCalls = 495 -VariableMetric: Iteration # 156 - FCN = 297278.9152696 Edm = 0.0246302 NCalls = 498 -VariableMetric: Iteration # 157 - FCN = 297278.9047437 Edm = 0.0156946 NCalls = 500 -VariableMetric: Iteration # 158 - FCN = 297278.8793753 Edm = 0.00467445 NCalls = 503 -VariableMetric: Iteration # 159 - FCN = 297278.8691155 Edm = 0.0106947 NCalls = 506 -VariableMetric: Iteration # 160 - FCN = 297278.8588654 Edm = 0.00479216 NCalls = 508 -VariableMetric: Iteration # 161 - FCN = 297278.8514428 Edm = 0.00175768 NCalls = 511 -VariableMetric: Iteration # 162 - FCN = 297278.8484942 Edm = 0.000720009 NCalls = 514 -VariableMetric: Iteration # 163 - FCN = 297278.8474078 Edm = 0.000673525 NCalls = 517 -VariableMetric: Iteration # 164 - FCN = 297278.8469673 Edm = 0.000166984 NCalls = 519 -VariableMetric: Iteration # 165 - FCN = 297278.8462075 Edm = 0.000394345 NCalls = 522 -VariableMetric: Iteration # 166 - FCN = 297278.8410479 Edm = 0.00501057 NCalls = 525 -VariableMetric: Iteration # 167 - FCN = 297278.7846973 Edm = 0.0860813 NCalls = 532 -VariableMetric: Iteration # 168 - FCN = 297278.7841038 Edm = 0.000775525 NCalls = 534 -VariableMetric: Iteration # 169 - FCN = 297278.7766324 Edm = 0.00661304 NCalls = 538 -VariableMetric: Iteration # 170 - FCN = 297278.7226732 Edm = 0.038953 NCalls = 542 -VariableMetric: Iteration # 171 - FCN = 297278.4772531 Edm = 0.282912 NCalls = 546 -VariableMetric: Iteration # 172 - FCN = 297275.5807027 Edm = 2.13845 NCalls = 552 -VariableMetric: Iteration # 173 - FCN = 297275.5019559 Edm = 0.0603854 NCalls = 554 -VariableMetric: Iteration # 174 - FCN = 297275.3646445 Edm = 0.17913 NCalls = 556 -VariableMetric: Iteration # 175 - FCN = 297273.6370101 Edm = 0.909392 NCalls = 561 -VariableMetric: Iteration # 176 - FCN = 297271.3436523 Edm = 0.398821 NCalls = 564 -VariableMetric: Iteration # 177 - FCN = 297271.005276 Edm = 0.0512948 NCalls = 566 -VariableMetric: Iteration # 178 - FCN = 297270.950312 Edm = 0.0042506 NCalls = 568 -VariableMetric: Iteration # 179 - FCN = 297270.934664 Edm = 0.00647184 NCalls = 570 -VariableMetric: Iteration # 180 - FCN = 297270.9155797 Edm = 0.00361799 NCalls = 572 -VariableMetric: Iteration # 181 - FCN = 297270.9085579 Edm = 0.00132717 NCalls = 574 -VariableMetric: Iteration # 182 - FCN = 297270.9075873 Edm = 0.000240478 NCalls = 576 -VariableMetric: Iteration # 183 - FCN = 297270.9071563 Edm = 0.000104942 NCalls = 578 -VariableMetric: Iteration # 184 - FCN = 297270.9066975 Edm = 0.000271637 NCalls = 580 -VariableMetric: Iteration # 185 - FCN = 297270.9000371 Edm = 0.00545135 NCalls = 584 -VariableMetric: Iteration # 186 - FCN = 297270.8172623 Edm = 0.142007 NCalls = 589 -VariableMetric: Iteration # 187 - FCN = 297270.6826081 Edm = 0.23737 NCalls = 594 -VariableMetric: Iteration # 188 - FCN = 297270.191621 Edm = 0.410727 NCalls = 601 -VariableMetric: Iteration # 189 - FCN = 297268.3966237 Edm = 0.652493 NCalls = 605 -VariableMetric: Iteration # 190 - FCN = 297267.8377852 Edm = 0.370091 NCalls = 607 -VariableMetric: Iteration # 191 - FCN = 297267.5934929 Edm = 0.00821477 NCalls = 609 -VariableMetric: Iteration # 192 - FCN = 297267.5827042 Edm = 0.000272162 NCalls = 611 -VariableMetric: Iteration # 193 - FCN = 297267.5823707 Edm = 6.33641e-05 NCalls = 613 -VariableMetric: After Hessian - FCN = 297267.5823707 Edm = 3.28667 NCalls = 1092 -VariableMetric: Iteration # 194 - FCN = 297267.5823707 Edm = 3.28667 NCalls = 1092 -VariableMetric: Iteration # 195 - FCN = 297265.1871933 Edm = 0.226203 NCalls = 1094 -VariableMetric: Iteration # 196 - FCN = 297265.0203959 Edm = 0.0337016 NCalls = 1096 -VariableMetric: Iteration # 197 - FCN = 297264.978259 Edm = 0.00815743 NCalls = 1098 -VariableMetric: Iteration # 198 - FCN = 297264.9663487 Edm = 0.00435221 NCalls = 1100 -VariableMetric: Iteration # 199 - FCN = 297264.9598604 Edm = 0.00659342 NCalls = 1102 -VariableMetric: Iteration # 200 - FCN = 297264.9449994 Edm = 0.0086679 NCalls = 1105 -VariableMetric: Iteration # 201 - FCN = 297264.9307185 Edm = 0.00148568 NCalls = 1107 -VariableMetric: Iteration # 202 - FCN = 297264.9288732 Edm = 0.00021248 NCalls = 1109 -VariableMetric: Iteration # 203 - FCN = 297264.9285591 Edm = 4.46621e-05 NCalls = 1111 -VariableMetric: After Hessian - FCN = 297264.9285591 Edm = 5.77255e-05 NCalls = 1592 -VariableMetric: Iteration # 204 - FCN = 297264.9285591 Edm = 5.77255e-05 NCalls = 1592 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321694.1302047 Edm = 156.987 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321694.1302047 Edm = 156.987 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303631.2162196 Edm = 2.3601 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301919.88415 Edm = 2022.61 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 301806.9251952 Edm = 8.56518 NCalls = 28 -VariableMetric: Iteration # 4 - FCN = 301775.8145678 Edm = 16.9575 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 301609.2018755 Edm = 0.763786 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 301602.4624553 Edm = 5.28686 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 301253.3139934 Edm = 160.177 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 297900.9796342 Edm = 7.60756 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 297895.8625416 Edm = 8.40937 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 297889.6547876 Edm = 0.212992 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 297889.44637 Edm = 0.0326085 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297887.6782427 Edm = 1.88417 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297883.0781094 Edm = 4.32382 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 297779.4521361 Edm = 0.824128 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 297778.7369119 Edm = 0.019261 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 297778.5922077 Edm = 0.0993369 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 297771.994479 Edm = 5.71321 NCalls = 82 -VariableMetric: Iteration # 18 - FCN = 297680.8817438 Edm = 31.4906 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297638.9816696 Edm = 15.2315 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297622.1450457 Edm = 3.93008 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297616.7913521 Edm = 0.329128 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297616.35672 Edm = 0.133806 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297616.2665446 Edm = 0.00707814 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297616.2342779 Edm = 0.02541 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297615.8612361 Edm = 0.368611 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297607.4468692 Edm = 1.27797 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297588.5257351 Edm = 9.974 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297579.0078612 Edm = 6.0457 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297574.5853898 Edm = 0.543825 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297573.0109411 Edm = 0.0959549 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297572.9151847 Edm = 0.0327206 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297572.8783898 Edm = 0.00507537 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297572.8555573 Edm = 0.0138973 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297570.1120634 Edm = 2.80838 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297543.0048998 Edm = 11.9936 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297536.3520887 Edm = 3.68524 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297533.0421999 Edm = 1.5031 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297532.2409679 Edm = 0.153579 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297532.0858113 Edm = 0.0603644 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297532.0375238 Edm = 0.00720918 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297532.0208244 Edm = 0.0137014 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297531.8370003 Edm = 0.220549 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297531.6719844 Edm = 0.15156 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297524.3344292 Edm = 0.439501 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297523.8961506 Edm = 0.0801308 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297523.7964515 Edm = 0.0172482 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297523.7677986 Edm = 0.00480167 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297523.7527959 Edm = 0.00619424 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297523.6197503 Edm = 0.0782767 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297521.5022868 Edm = 1.62178 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297513.1250164 Edm = 1.18824 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297512.0347451 Edm = 0.358605 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297511.7143647 Edm = 0.0827592 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297511.6039221 Edm = 0.0158649 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297511.5844096 Edm = 0.00295709 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297511.5784599 Edm = 0.00256155 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297511.5487289 Edm = 0.0295137 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297510.9961131 Edm = 0.572279 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297510.9625285 Edm = 0.0317274 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297507.6791788 Edm = 1.24217 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297491.3174512 Edm = 6.21294 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297481.1717452 Edm = 2.71114 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297479.7670379 Edm = 0.307072 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297479.6003687 Edm = 0.0283521 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297479.5695091 Edm = 0.00230763 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297479.5662064 Edm = 0.0012245 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297479.5558133 Edm = 0.008107 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297479.4197647 Edm = 0.0924658 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297478.8985961 Edm = 0.333668 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297477.2024091 Edm = 0.965551 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297474.6458565 Edm = 1.36967 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297473.3851362 Edm = 0.500515 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297472.9700495 Edm = 0.171228 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297472.8159303 Edm = 0.0349663 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297472.7613698 Edm = 0.0136306 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297472.738164 Edm = 0.00349815 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297472.7324706 Edm = 0.00142142 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297472.7291296 Edm = 0.00126232 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297472.720652 Edm = 0.00610047 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297472.1772991 Edm = 0.438217 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297466.4714557 Edm = 1.07347 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297463.8303739 Edm = 0.661564 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297462.7512654 Edm = 0.342535 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297462.5292939 Edm = 0.0400897 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297462.486041 Edm = 0.00250573 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297462.4831113 Edm = 0.000544365 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297462.4825166 Edm = 0.000243826 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297462.4821478 Edm = 7.7136e-05 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297462.4819281 Edm = 8.44021e-05 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297462.4814587 Edm = 0.000306387 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297462.4457343 Edm = 0.0329907 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297461.8712148 Edm = 0.112926 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297461.7439787 Edm = 0.00118919 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297461.7428443 Edm = 3.30315e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297461.7428443 Edm = 0.606105 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297461.7428443 Edm = 0.606105 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297461.0317946 Edm = 0.560912 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297460.9984152 Edm = 0.433747 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297460.9951853 Edm = 514.676 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297460.9912494 Edm = 60.5726 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297460.9891893 Edm = 184.189 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297460.9814969 Edm = 32.8685 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297460.9740134 Edm = 2.17505 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297460.9728507 Edm = 2.57018 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297460.9706328 Edm = 5.1478 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297460.968308 Edm = 2.71749 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297460.9634711 Edm = 3.64188 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297460.9596014 Edm = 1.86943 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297460.9575785 Edm = 0.796105 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297460.9511984 Edm = 3.26925 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 297460.9430392 Edm = 0.285508 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 297460.940888 Edm = 0.238786 NCalls = 836 -VariableMetric: Iteration # 112 - FCN = 297460.9402534 Edm = 0.0815202 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297460.939546 Edm = 0.183884 NCalls = 841 -VariableMetric: Iteration # 114 - FCN = 297460.9298069 Edm = 0.440065 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297460.9052808 Edm = 0.601221 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297460.8918862 Edm = 0.0644999 NCalls = 847 -VariableMetric: Iteration # 117 - FCN = 297460.890864 Edm = 0.0157139 NCalls = 849 -VariableMetric: Iteration # 118 - FCN = 297460.8903466 Edm = 0.00965253 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297460.8885011 Edm = 0.0162145 NCalls = 853 -VariableMetric: Iteration # 120 - FCN = 297460.8856621 Edm = 0.000663722 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297460.8855935 Edm = 0.000382818 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297460.8853877 Edm = 4.07864e-06 NCalls = 859 -VariableMetric: After Hessian - FCN = 297460.8853877 Edm = 3.10936e-06 NCalls = 1356 -VariableMetric: Iteration # 123 - FCN = 297460.8853877 Edm = 3.10936e-06 NCalls = 1356 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327247.1966046 Edm = 1175.67 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327247.1966046 Edm = 1175.67 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301915.9752195 Edm = 354.394 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299566.0085105 Edm = 33.0036 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 299546.1158591 Edm = 0.569611 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 299529.0042862 Edm = 12.4404 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 298702.7227148 Edm = 172.467 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 298466.4030015 Edm = 7.05242 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298462.507341 Edm = 1.08616 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297478.2300868 Edm = 7.04914 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 297474.6749837 Edm = 0.197648 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 297474.4797926 Edm = 0.0547205 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297472.7098961 Edm = 1.87379 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297442.4883177 Edm = 18.4015 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297387.7441809 Edm = 1.36927 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297385.2297179 Edm = 0.068562 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297385.129849 Edm = 0.0170767 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297383.9310959 Edm = 1.07932 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297340.2192002 Edm = 10.0135 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297327.3457393 Edm = 0.099356 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297327.2240631 Edm = 0.0128167 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297327.206713 Edm = 0.00784676 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297327.0593226 Edm = 0.124012 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297320.7261543 Edm = 4.70549 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297291.6101848 Edm = 2.48757 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297289.7419485 Edm = 0.120244 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297289.5989612 Edm = 0.00651514 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297289.5861906 Edm = 0.00492113 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297289.1744416 Edm = 0.390813 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297267.8229522 Edm = 8.84387 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297248.6804296 Edm = 4.40958 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297246.9771394 Edm = 2.5343 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297244.9432639 Edm = 0.769704 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297244.3037964 Edm = 0.180319 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297244.0646617 Edm = 0.0122313 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297244.0408659 Edm = 0.00877626 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297243.9963158 Edm = 0.0258615 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297243.759158 Edm = 0.181362 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297237.9059254 Edm = 6.61641 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297236.7747052 Edm = 3.40727 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297229.7322162 Edm = 5.57263 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297222.5380868 Edm = 1.99081 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297220.8728196 Edm = 0.185706 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297220.7202327 Edm = 0.115683 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297220.5791195 Edm = 0.0160574 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297220.5612136 Edm = 0.00235428 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297220.5590335 Edm = 0.000637413 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297220.5571651 Edm = 0.00189011 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297220.4875675 Edm = 0.0654992 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297216.4051754 Edm = 1.67422 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297215.3069355 Edm = 0.37681 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297214.9768123 Edm = 0.00517827 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297214.9664618 Edm = 0.0016013 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297214.9639835 Edm = 0.000125941 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297214.963824 Edm = 3.62723e-05 NCalls = 182 -VariableMetric: After Hessian - FCN = 297214.963824 Edm = 464.11 NCalls = 657 -VariableMetric: Iteration # 54 - FCN = 297214.963824 Edm = 464.11 NCalls = 657 -VariableMetric: Iteration # 55 - FCN = 297214.1557849 Edm = 2637.06 NCalls = 662 -VariableMetric: Iteration # 56 - FCN = 297214.1401284 Edm = 361.501 NCalls = 669 -VariableMetric: Iteration # 57 - FCN = 297213.7419944 Edm = 747.347 NCalls = 673 -VariableMetric: Iteration # 58 - FCN = 297213.706581 Edm = 900.282 NCalls = 677 -VariableMetric: Iteration # 59 - FCN = 297213.5311773 Edm = 1406.61 NCalls = 681 -VariableMetric: Iteration # 60 - FCN = 297213.4677802 Edm = 271.964 NCalls = 685 -VariableMetric: Iteration # 61 - FCN = 297213.1748088 Edm = 90.3924 NCalls = 688 -VariableMetric: Iteration # 62 - FCN = 297213.0786714 Edm = 204.596 NCalls = 691 -VariableMetric: Iteration # 63 - FCN = 297213.0272535 Edm = 232.301 NCalls = 694 -VariableMetric: Iteration # 64 - FCN = 297212.7839606 Edm = 279.437 NCalls = 697 -VariableMetric: Iteration # 65 - FCN = 297212.3201527 Edm = 1049.83 NCalls = 699 -VariableMetric: Iteration # 66 - FCN = 297211.6220592 Edm = 483.772 NCalls = 702 -VariableMetric: Iteration # 67 - FCN = 297210.2693505 Edm = 336.97 NCalls = 704 -VariableMetric: Iteration # 68 - FCN = 297209.884792 Edm = 142.102 NCalls = 706 -VariableMetric: Iteration # 69 - FCN = 297208.5433994 Edm = 43.9408 NCalls = 708 -VariableMetric: Iteration # 70 - FCN = 297208.3770236 Edm = 28.1394 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297207.7025495 Edm = 8.86616 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297207.2555537 Edm = 3.98405 NCalls = 715 -VariableMetric: Iteration # 73 - FCN = 297206.1935065 Edm = 4.59449 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297204.9970153 Edm = 12.0776 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297204.1985636 Edm = 1.15296 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297203.9371079 Edm = 0.911362 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297203.8015236 Edm = 1.09501 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297203.4797566 Edm = 0.778384 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297203.3488851 Edm = 0.197706 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297203.1909958 Edm = 0.206217 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297203.119987 Edm = 0.0533212 NCalls = 732 -VariableMetric: Iteration # 82 - FCN = 297203.0820355 Edm = 0.00824998 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297203.0757464 Edm = 0.0022788 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297203.074928 Edm = 0.000424219 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297203.0746258 Edm = 6.46869e-05 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297203.0745638 Edm = 3.1211e-06 NCalls = 741 -VariableMetric: After Hessian - FCN = 297203.0745638 Edm = 4.21462e-06 NCalls = 1234 -VariableMetric: Iteration # 87 - FCN = 297203.0745638 Edm = 4.21462e-06 NCalls = 1234 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310142.6921289 Edm = 89.7287 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310142.6921289 Edm = 89.7287 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299231.5377793 Edm = 2.18776 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299140.9350752 Edm = 10.0923 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298343.8719608 Edm = 32.7577 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 298340.5311298 Edm = 3.04059 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298338.7110346 Edm = 2.75576 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298106.9684958 Edm = 79.4166 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 297976.712554 Edm = 5.04822 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 297959.6208558 Edm = 3.5563 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 297951.0336349 Edm = 4.81396 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297946.5670706 Edm = 2.13193 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297944.5746968 Edm = 0.260163 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297944.274078 Edm = 0.101075 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297942.2000206 Edm = 2.61574 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297933.8610614 Edm = 7.32748 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297637.9578163 Edm = 39.6252 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297598.3940549 Edm = 8.13425 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297594.3272452 Edm = 1.18544 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297593.6858801 Edm = 0.0788727 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297593.6415461 Edm = 0.0521618 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297591.5373026 Edm = 1.89119 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297553.0021136 Edm = 0.959054 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297552.027233 Edm = 0.126209 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297551.8879626 Edm = 0.0209698 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297551.8170019 Edm = 0.0551592 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297545.2936573 Edm = 5.63349 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297533.7004092 Edm = 0.906577 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297532.991956 Edm = 0.0445481 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297532.935098 Edm = 0.0124231 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297532.7056422 Edm = 0.219256 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297523.0443307 Edm = 6.75178 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297501.8500792 Edm = 7.41099 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297495.0039189 Edm = 4.62828 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297486.9006002 Edm = 1.67114 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297483.8271462 Edm = 0.439899 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297483.1671913 Edm = 0.128253 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297483.0477588 Edm = 0.047968 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297483.0053009 Edm = 0.00441941 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297482.9965727 Edm = 0.00542688 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297482.5827903 Edm = 0.333511 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297465.7129618 Edm = 10.2961 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297456.5160441 Edm = 11.1227 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297448.4156026 Edm = 2.1274 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297447.1480221 Edm = 0.94529 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297445.8065254 Edm = 1.13076 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297443.9207188 Edm = 1.04521 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297442.2844527 Edm = 0.902294 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297441.2553346 Edm = 0.129469 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297441.0731918 Edm = 0.0264556 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297441.0492524 Edm = 0.00521158 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297441.0359822 Edm = 0.00330821 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297441.0170679 Edm = 0.0138229 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297438.6529106 Edm = 1.91216 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297426.5636602 Edm = 2.60927 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297423.4752296 Edm = 2.72512 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297422.5102523 Edm = 1.02044 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297420.4874291 Edm = 0.610026 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297419.0616719 Edm = 1.44759 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297417.1565129 Edm = 0.869862 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297416.590867 Edm = 0.371516 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297415.9911678 Edm = 0.0985123 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297415.8586938 Edm = 0.0889266 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297415.7115631 Edm = 0.131812 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297415.2344274 Edm = 0.205838 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297415.0123608 Edm = 0.0822396 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297414.9742579 Edm = 0.0155709 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297414.94001 Edm = 0.0163978 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297414.9113923 Edm = 0.00862808 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297414.9020082 Edm = 0.00300746 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297414.8926628 Edm = 0.00579448 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297414.5987502 Edm = 0.252346 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297410.8421521 Edm = 3.32653 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297407.8076489 Edm = 2.3343 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297403.2344669 Edm = 2.44766 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297400.6384309 Edm = 1.07987 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297398.6463221 Edm = 0.333497 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297398.350137 Edm = 0.1287 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297398.2439391 Edm = 0.0419594 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297398.1593209 Edm = 0.0804132 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297398.0424108 Edm = 0.0666872 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297397.9567947 Edm = 0.0439789 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297397.88914 Edm = 0.0143295 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297397.8624925 Edm = 0.00996563 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297397.8559264 Edm = 0.00239439 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297397.851515 Edm = 0.00185595 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297397.8336907 Edm = 0.00788432 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297397.7970436 Edm = 0.0288993 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297397.4485479 Edm = 0.331006 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297392.6530913 Edm = 3.52125 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297387.050728 Edm = 7.23258 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297380.3405801 Edm = 3.42196 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297378.50127 Edm = 1.13075 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297377.5440966 Edm = 0.189992 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297377.2813866 Edm = 0.0750899 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297377.1825918 Edm = 0.0318359 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297377.1440652 Edm = 0.0101793 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297377.1342715 Edm = 0.00347655 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297377.1286922 Edm = 0.000924265 NCalls = 301 -VariableMetric: Iteration # 98 - FCN = 297377.1267365 Edm = 0.000390927 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297377.1257724 Edm = 0.000495214 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297377.1202569 Edm = 0.00398373 NCalls = 308 -VariableMetric: Iteration # 101 - FCN = 297377.0825934 Edm = 0.022248 NCalls = 312 -VariableMetric: Iteration # 102 - FCN = 297376.9505018 Edm = 0.13232 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297376.1962826 Edm = 1.0663 NCalls = 321 -VariableMetric: Iteration # 104 - FCN = 297375.8582344 Edm = 0.348091 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297372.6113152 Edm = 1.26598 NCalls = 330 -VariableMetric: Iteration # 106 - FCN = 297370.7702873 Edm = 0.479346 NCalls = 332 -VariableMetric: Iteration # 107 - FCN = 297367.5171529 Edm = 0.736248 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297367.410639 Edm = 0.480194 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297366.5885198 Edm = 0.166925 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297366.3620767 Edm = 0.0360859 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297366.3132976 Edm = 0.00641292 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297366.3092464 Edm = 0.000787848 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297366.3075467 Edm = 0.000394815 NCalls = 353 -VariableMetric: Iteration # 114 - FCN = 297366.3066185 Edm = 0.000281287 NCalls = 355 -VariableMetric: Iteration # 115 - FCN = 297366.3049096 Edm = 0.00143468 NCalls = 358 -VariableMetric: Iteration # 116 - FCN = 297366.263169 Edm = 0.0408289 NCalls = 364 -VariableMetric: Iteration # 117 - FCN = 297364.1674569 Edm = 1.35171 NCalls = 369 -VariableMetric: Iteration # 118 - FCN = 297361.6341738 Edm = 0.903382 NCalls = 372 -VariableMetric: Iteration # 119 - FCN = 297360.7882273 Edm = 0.11723 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297360.6650705 Edm = 0.0608555 NCalls = 375 -VariableMetric: Iteration # 121 - FCN = 297360.6166134 Edm = 0.00430516 NCalls = 377 -VariableMetric: Iteration # 122 - FCN = 297360.6125488 Edm = 0.000289733 NCalls = 379 -VariableMetric: Iteration # 123 - FCN = 297360.6122743 Edm = 9.41577e-05 NCalls = 380 -VariableMetric: Iteration # 124 - FCN = 297360.6120875 Edm = 0.000104098 NCalls = 382 -VariableMetric: Iteration # 125 - FCN = 297360.6116725 Edm = 0.000208529 NCalls = 384 -VariableMetric: Iteration # 126 - FCN = 297360.6085628 Edm = 0.0032103 NCalls = 387 -VariableMetric: Iteration # 127 - FCN = 297360.570458 Edm = 0.0361922 NCalls = 393 -VariableMetric: Iteration # 128 - FCN = 297360.163523 Edm = 0.180468 NCalls = 396 -VariableMetric: Iteration # 129 - FCN = 297359.7172132 Edm = 0.028 NCalls = 398 -VariableMetric: Iteration # 130 - FCN = 297359.6866305 Edm = 0.00206593 NCalls = 400 -VariableMetric: Iteration # 131 - FCN = 297359.6850175 Edm = 0.000166959 NCalls = 402 -VariableMetric: Iteration # 132 - FCN = 297359.6847935 Edm = 5.62926e-05 NCalls = 404 -VariableMetric: After Hessian - FCN = 297359.6847935 Edm = 4.14687 NCalls = 881 -VariableMetric: Iteration # 133 - FCN = 297359.6847935 Edm = 4.14687 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297355.7032561 Edm = 201.602 NCalls = 882 -VariableMetric: Iteration # 135 - FCN = 297355.6808543 Edm = 835.166 NCalls = 888 -VariableMetric: Iteration # 136 - FCN = 297355.6633485 Edm = 112.412 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297355.6193154 Edm = 466.309 NCalls = 897 -VariableMetric: Iteration # 138 - FCN = 297355.5916142 Edm = 105.633 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297355.4552651 Edm = 39.46 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297355.4295934 Edm = 19.6297 NCalls = 908 -VariableMetric: Iteration # 141 - FCN = 297355.4177839 Edm = 21.0748 NCalls = 911 -VariableMetric: Iteration # 142 - FCN = 297355.2220308 Edm = 17.9677 NCalls = 913 -VariableMetric: Iteration # 143 - FCN = 297355.1613787 Edm = 6.36903 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297355.1297959 Edm = 4.33925 NCalls = 919 -VariableMetric: Iteration # 145 - FCN = 297355.0988652 Edm = 1.8023 NCalls = 922 -VariableMetric: Iteration # 146 - FCN = 297355.0836112 Edm = 0.833388 NCalls = 925 -VariableMetric: Iteration # 147 - FCN = 297355.0048609 Edm = 0.570773 NCalls = 927 -VariableMetric: Iteration # 148 - FCN = 297354.9919931 Edm = 0.558446 NCalls = 929 -VariableMetric: Iteration # 149 - FCN = 297354.9789266 Edm = 0.341098 NCalls = 931 -VariableMetric: Iteration # 150 - FCN = 297354.9491141 Edm = 0.510989 NCalls = 933 -VariableMetric: Iteration # 151 - FCN = 297354.9226812 Edm = 0.117372 NCalls = 935 -VariableMetric: Iteration # 152 - FCN = 297354.9135991 Edm = 0.0376089 NCalls = 937 -VariableMetric: Iteration # 153 - FCN = 297354.9057547 Edm = 0.0650733 NCalls = 939 -VariableMetric: Iteration # 154 - FCN = 297354.8960654 Edm = 0.0135477 NCalls = 941 -VariableMetric: Iteration # 155 - FCN = 297354.8936635 Edm = 0.00318686 NCalls = 943 -VariableMetric: Iteration # 156 - FCN = 297354.8930009 Edm = 0.00170071 NCalls = 945 -VariableMetric: Iteration # 157 - FCN = 297354.8925633 Edm = 0.00105681 NCalls = 947 -VariableMetric: Iteration # 158 - FCN = 297354.8921078 Edm = 0.000129738 NCalls = 949 -VariableMetric: Iteration # 159 - FCN = 297354.8920975 Edm = 3.06715e-05 NCalls = 951 -VariableMetric: After Hessian - FCN = 297354.8920975 Edm = 2.70346e-05 NCalls = 1444 -VariableMetric: Iteration # 160 - FCN = 297354.8920975 Edm = 2.70346e-05 NCalls = 1444 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325365.3925819 Edm = 49.495 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325365.3925819 Edm = 49.495 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310410.2881354 Edm = 17.1501 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 310239.945281 Edm = 823.922 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 310010.0815344 Edm = 106.897 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 304101.053332 Edm = 49.6798 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 303529.1496392 Edm = 450.281 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 303015.9345306 Edm = 509.857 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 302668.6667623 Edm = 1124.95 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298728.189445 Edm = 23.3352 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298672.5074093 Edm = 82.0628 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298435.2337311 Edm = 13.2119 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298417.6369804 Edm = 2.5186 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298415.3979353 Edm = 1.4873 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298331.2382117 Edm = 65.3722 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298013.2527836 Edm = 49.9096 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297987.9248017 Edm = 1.98302 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297985.8574119 Edm = 0.113849 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297984.3968536 Edm = 1.30989 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297825.19324 Edm = 26.8217 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297793.5348342 Edm = 49.7651 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297742.746477 Edm = 14.4199 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297722.2319176 Edm = 3.45202 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297653.6427059 Edm = 18.5608 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297625.0493316 Edm = 33.9728 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297622.3464367 Edm = 17.5396 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297562.0575912 Edm = 1.82197 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297560.4635921 Edm = 0.193369 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297560.2763013 Edm = 0.138774 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297560.0592784 Edm = 0.143433 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297553.2992304 Edm = 5.73197 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297349.8973437 Edm = 24.4914 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297293.7182034 Edm = 27.7942 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297223.1547106 Edm = 4.09968 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297220.0167082 Edm = 2.36573 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297219.1305988 Edm = 0.0949395 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297218.9453879 Edm = 0.0152785 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297218.8882928 Edm = 0.00932606 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297218.86935 Edm = 0.00683429 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297218.524275 Edm = 0.346229 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297208.9738469 Edm = 5.32221 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297198.0688669 Edm = 14.2515 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297188.2002277 Edm = 6.6224 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297181.5902294 Edm = 1.92365 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297177.0227486 Edm = 1.31769 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297176.022343 Edm = 0.292092 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297175.4829461 Edm = 0.166616 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297174.9085433 Edm = 0.362035 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297174.6528324 Edm = 0.393258 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297173.9885196 Edm = 0.835933 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297172.7563569 Edm = 1.57551 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297171.3821021 Edm = 1.95387 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297169.67399 Edm = 0.730505 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297167.9026814 Edm = 0.279383 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297167.5682566 Edm = 0.0300063 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297167.531236 Edm = 0.0127263 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297167.5174717 Edm = 0.00416523 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297167.5087203 Edm = 0.00174918 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297167.4970218 Edm = 0.0113701 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297166.9751242 Edm = 0.403563 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297166.7564694 Edm = 0.752373 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297166.1035402 Edm = 0.945907 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297164.2630123 Edm = 0.902911 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297160.5546121 Edm = 0.563344 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297159.5108169 Edm = 1.34643 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297158.6756984 Edm = 0.771917 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297156.3901218 Edm = 0.649261 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297155.7260929 Edm = 0.254402 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297155.5376816 Edm = 0.0200239 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297155.5014923 Edm = 0.00644567 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297155.4915868 Edm = 0.000455801 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297155.4898667 Edm = 0.00113869 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297154.9503617 Edm = 0.413062 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297151.7939968 Edm = 1.33203 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297151.177241 Edm = 0.0942869 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297151.0586382 Edm = 0.00779888 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297151.0375233 Edm = 0.00242181 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297151.0332752 Edm = 0.00202184 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297150.938052 Edm = 0.0913975 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297142.3944109 Edm = 3.33143 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297139.7496784 Edm = 2.30047 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297138.4821107 Edm = 0.664964 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297137.8323777 Edm = 0.266579 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297137.3856331 Edm = 0.0891809 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297137.3214202 Edm = 0.00612305 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297137.3157411 Edm = 0.000455422 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297137.3143033 Edm = 0.000837494 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297137.2882613 Edm = 0.0233117 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297133.0574345 Edm = 6.0328 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297132.99365 Edm = 0.202293 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297132.7454814 Edm = 0.420145 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297127.3780096 Edm = 6.43755 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297126.8445454 Edm = 0.620233 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297120.8207002 Edm = 5.78826 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297120.8004425 Edm = 0.0463688 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297120.6296257 Edm = 0.190781 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297120.3707294 Edm = 0.192441 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297119.9873214 Edm = 0.17652 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297119.5847572 Edm = 0.0968045 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297119.4540876 Edm = 0.0550887 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297119.0877037 Edm = 0.291765 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297116.5359828 Edm = 1.36619 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297112.7801604 Edm = 1.64973 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297111.605907 Edm = 0.465257 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297110.701081 Edm = 0.105359 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297110.6118967 Edm = 0.0209176 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297110.5857906 Edm = 0.00447239 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297110.5758826 Edm = 0.00154452 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297110.5732994 Edm = 0.000413819 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297110.5713115 Edm = 0.00137116 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297110.5435712 Edm = 0.034242 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297110.4464022 Edm = 0.0865138 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297107.5418709 Edm = 2.64401 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297106.8692556 Edm = 0.763718 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297105.7171904 Edm = 0.5745 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297105.303272 Edm = 0.0392839 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297105.2716058 Edm = 0.00233994 NCalls = 378 -VariableMetric: Iteration # 116 - FCN = 297105.2664125 Edm = 0.000895675 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297105.264888 Edm = 0.000223689 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297105.2645375 Edm = 0.000249641 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297105.2585163 Edm = 0.00604713 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297105.0451912 Edm = 0.0101921 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297103.7084623 Edm = 0.219592 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297103.2782506 Edm = 0.0645704 NCalls = 401 -VariableMetric: Iteration # 123 - FCN = 297103.2284721 Edm = 0.00631897 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297103.2242968 Edm = 0.000185241 NCalls = 405 -VariableMetric: Iteration # 125 - FCN = 297103.2240988 Edm = 2.06576e-05 NCalls = 407 -VariableMetric: After Hessian - FCN = 297103.2240988 Edm = 4.56876 NCalls = 882 -VariableMetric: Iteration # 126 - FCN = 297103.2240988 Edm = 4.56876 NCalls = 882 -VariableMetric: Iteration # 127 - FCN = 297102.3409609 Edm = 0.253152 NCalls = 884 -VariableMetric: Iteration # 128 - FCN = 297101.9880384 Edm = 0.374397 NCalls = 886 -VariableMetric: Iteration # 129 - FCN = 297101.8389418 Edm = 0.220283 NCalls = 889 -VariableMetric: Iteration # 130 - FCN = 297101.6732968 Edm = 0.7689 NCalls = 891 -VariableMetric: Iteration # 131 - FCN = 297101.6065038 Edm = 0.272076 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297101.5289463 Edm = 0.161987 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297101.4424861 Edm = 0.0405604 NCalls = 900 -VariableMetric: Iteration # 134 - FCN = 297101.3792328 Edm = 0.0403353 NCalls = 903 -VariableMetric: Iteration # 135 - FCN = 297101.3449374 Edm = 0.0497813 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297101.3029021 Edm = 0.0361749 NCalls = 909 -VariableMetric: Iteration # 137 - FCN = 297101.2841896 Edm = 0.145164 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297101.263648 Edm = 0.0231334 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297101.2403399 Edm = 0.0183844 NCalls = 917 -VariableMetric: Iteration # 140 - FCN = 297101.1982238 Edm = 0.0803842 NCalls = 921 -VariableMetric: Iteration # 141 - FCN = 297101.1567058 Edm = 0.088079 NCalls = 927 -VariableMetric: Iteration # 142 - FCN = 297101.0752591 Edm = 0.0907487 NCalls = 932 -VariableMetric: Iteration # 143 - FCN = 297101.0003769 Edm = 0.0880097 NCalls = 937 -VariableMetric: Iteration # 144 - FCN = 297100.9749675 Edm = 0.105589 NCalls = 941 -VariableMetric: Iteration # 145 - FCN = 297100.917518 Edm = 0.0711648 NCalls = 944 -VariableMetric: Iteration # 146 - FCN = 297100.8909007 Edm = 0.0144693 NCalls = 947 -VariableMetric: Iteration # 147 - FCN = 297100.8527394 Edm = 0.0182424 NCalls = 950 -VariableMetric: Iteration # 148 - FCN = 297100.8422107 Edm = 0.00434669 NCalls = 952 -VariableMetric: Iteration # 149 - FCN = 297100.8334527 Edm = 0.00602723 NCalls = 955 -VariableMetric: Iteration # 150 - FCN = 297100.8243912 Edm = 0.00581715 NCalls = 957 -VariableMetric: Iteration # 151 - FCN = 297100.8114671 Edm = 0.00714933 NCalls = 962 -VariableMetric: Iteration # 152 - FCN = 297100.7970422 Edm = 0.00275698 NCalls = 965 -VariableMetric: Iteration # 153 - FCN = 297100.7938246 Edm = 0.00294809 NCalls = 967 -VariableMetric: Iteration # 154 - FCN = 297100.792163 Edm = 0.000615516 NCalls = 969 -VariableMetric: Iteration # 155 - FCN = 297100.7904422 Edm = 0.000602969 NCalls = 971 -VariableMetric: Iteration # 156 - FCN = 297100.7891505 Edm = 0.00038507 NCalls = 973 -VariableMetric: Iteration # 157 - FCN = 297100.7884242 Edm = 0.000343415 NCalls = 975 -VariableMetric: Iteration # 158 - FCN = 297100.7875511 Edm = 0.000288377 NCalls = 977 -VariableMetric: Iteration # 159 - FCN = 297100.7870392 Edm = 6.96834e-05 NCalls = 979 -VariableMetric: After Hessian - FCN = 297100.7870392 Edm = 0.0053951 NCalls = 1464 -VariableMetric: Iteration # 160 - FCN = 297100.7870392 Edm = 0.0053951 NCalls = 1464 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1342 (1342 total) | -| EDM = 0.00163 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297300.6433084608 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.96 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.20 | 0.12 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.47 | 0.17 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.017E-1 | 2.536E-1 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.395 | 0.009 | | | -2 | 2 | | -| 6 | Dbar_p | -0.04 | 1.78 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.11 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 3.2 | 1.0 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.21 | 0.06 | | | -2 | 2 | | -| 12| p4160_s | 2.57 | 0.15 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.778 | 0.019 | | | -2 | 2 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 16| phi_s | 18.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.0 | 0.4 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.22 | 0.34 | | | -0.3 | 0.3 | | -| 19| omega_p | -5.67 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 9.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.59 | 0.31 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 3.40 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.427 0.460 -0.136 0.294 0.183 -0.508 -0.246 0.272 -0.047 0.355 0.202 -0.049 0.187 0.372 0.149 0.043 0.277 -0.347 -0.029 0.000 0.009 -0.066 0.438 | -| jpsi_p | 0.427 1.000 0.622 -0.185 0.467 0.309 -0.712 -0.271 0.392 -0.065 0.490 0.430 -0.053 0.377 0.580 0.178 0.069 0.650 -0.646 -0.058 0.000 0.011 -0.128 0.615 | -| p4160_p | 0.460 0.622 1.000 -0.129 0.392 0.371 -0.639 -0.499 0.518 -0.071 0.423 0.297 -0.089 0.413 0.471 0.195 0.081 0.551 -0.589 -0.058 0.001 0.016 -0.133 0.572 | -| p4415_s | -0.136 -0.185 -0.129 1.000 -0.060 -0.208 0.216 0.149 -0.177 0.038 -0.190 -0.047 0.260 -0.227 -0.143 -0.090 -0.043 -0.160 0.198 0.029 -0.000 -0.007 0.062 -0.117 | -| Ctt | 0.294 0.467 0.392 -0.060 1.000 0.486 -0.804 -0.183 0.262 -0.070 0.777 0.173 0.070 0.544 0.654 0.277 0.094 0.651 -0.851 -0.072 0.003 0.020 -0.170 0.569 | -| bplus_0 | 0.183 0.309 0.371 -0.208 0.486 1.000 -0.486 -0.259 0.253 -0.098 0.455 0.135 -0.078 -0.065 0.351 0.106 0.119 0.414 -0.570 -0.096 -0.000 0.021 -0.222 0.404 | -| Dbar_p | -0.508 -0.712 -0.639 0.216 -0.804 -0.486 1.000 0.407 -0.363 0.106 -0.912 -0.502 0.077 -0.549 -0.687 -0.296 -0.120 -0.807 0.928 0.080 -0.002 -0.024 0.176 -0.741 | -| p4040_s | -0.246 -0.271 -0.499 0.149 -0.183 -0.259 0.407 1.000 -0.288 0.064 -0.390 -0.194 -0.063 -0.280 -0.243 -0.154 -0.064 -0.245 0.367 0.040 -0.000 -0.011 0.081 -0.378 | -| p4415_p | 0.272 0.392 0.518 -0.177 0.262 0.253 -0.363 -0.288 1.000 -0.020 0.199 0.083 -0.146 0.295 0.284 0.094 0.040 0.349 -0.373 -0.038 0.002 0.010 -0.097 0.400 | -| rho_p | -0.047 -0.065 -0.071 0.038 -0.070 -0.098 0.106 0.064 -0.020 1.000 -0.096 -0.251 0.048 -0.101 -0.077 -0.033 0.030 -0.078 0.119 0.018 0.026 0.013 0.040 -0.073 | -| DDstar_p | 0.355 0.490 0.423 -0.190 0.777 0.455 -0.912 -0.390 0.199 -0.096 1.000 0.444 -0.095 0.512 0.549 0.307 0.111 0.685 -0.887 -0.076 0.002 0.020 -0.164 0.587 | -| bplus_2 | 0.202 0.430 0.297 -0.047 0.173 0.135 -0.502 -0.194 0.083 -0.251 0.444 1.000 -0.090 0.167 0.354 0.178 0.148 0.412 -0.488 -0.040 -0.007 0.015 -0.010 0.363 | -| p4160_s | -0.049 -0.053 -0.089 0.260 0.070 -0.078 0.077 -0.063 -0.146 0.048 -0.095 -0.090 1.000 -0.074 -0.068 -0.040 -0.033 -0.020 0.031 0.010 0.001 -0.003 0.007 0.162 | -| bplus_1 | 0.187 0.377 0.413 -0.227 0.544 -0.065 -0.549 -0.280 0.295 -0.101 0.512 0.167 -0.074 1.000 0.396 0.120 0.071 0.465 -0.636 -0.037 -0.000 0.012 -0.071 0.459 | -| psi2s_p | 0.372 0.580 0.471 -0.143 0.654 0.351 -0.687 -0.243 0.284 -0.077 0.549 0.354 -0.068 0.396 1.000 0.195 0.084 0.464 -0.665 -0.057 0.001 0.016 -0.126 0.492 | -| DDstar_s | 0.149 0.178 0.195 -0.090 0.277 0.106 -0.296 -0.154 0.094 -0.033 0.307 0.178 -0.040 0.120 0.195 1.000 0.034 0.254 -0.325 -0.019 0.000 0.006 -0.038 0.225 | -| phi_s | 0.043 0.069 0.081 -0.043 0.094 0.119 -0.120 -0.064 0.040 0.030 0.111 0.148 -0.033 0.071 0.084 0.034 1.000 0.093 -0.134 -0.020 0.223 0.031 -0.069 0.089 | -| p3770_s | 0.277 0.650 0.551 -0.160 0.651 0.414 -0.807 -0.245 0.349 -0.078 0.685 0.412 -0.020 0.465 0.464 0.254 0.093 1.000 -0.788 -0.069 0.002 0.019 -0.159 0.623 | -| Dbar_s | -0.347 -0.646 -0.589 0.198 -0.851 -0.570 0.928 0.367 -0.373 0.119 -0.887 -0.488 0.031 -0.636 -0.665 -0.325 -0.134 -0.788 1.000 0.092 -0.002 -0.025 0.200 -0.731 | -| omega_p | -0.029 -0.058 -0.058 0.029 -0.072 -0.096 0.080 0.040 -0.038 0.018 -0.076 -0.040 0.010 -0.037 -0.057 -0.019 -0.020 -0.069 0.092 1.000 0.007 0.540 0.457 -0.066 | -| phi_p | 0.000 0.000 0.001 -0.000 0.003 -0.000 -0.002 -0.000 0.002 0.026 0.002 -0.007 0.001 -0.000 0.001 0.000 0.223 0.002 -0.002 0.007 1.000 0.002 -0.008 0.002 | -| omega_s | 0.009 0.011 0.016 -0.007 0.020 0.021 -0.024 -0.011 0.010 0.013 0.020 0.015 -0.003 0.012 0.016 0.006 0.031 0.019 -0.025 0.540 0.002 1.000 -0.028 0.018 | -| rho_s | -0.066 -0.128 -0.133 0.062 -0.170 -0.222 0.176 0.081 -0.097 0.040 -0.164 -0.010 0.007 -0.071 -0.126 -0.038 -0.069 -0.159 0.200 0.457 -0.008 -0.028 1.000 -0.152 | -| p4040_p | 0.438 0.615 0.572 -0.117 0.569 0.404 -0.741 -0.378 0.400 -0.073 0.587 0.363 0.162 0.459 0.492 0.225 0.089 0.623 -0.731 -0.066 0.002 0.018 -0.152 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1138130721870303}), (, {'error': 0.036320337825524796}), (, {'error': 0.11670003656191796}), (, {'error': 0.17481551021711872}), (, {'error': 0.2536207390844827}), (, {'error': 0.008797027630328191}), (, {'error': 1.7803044372766204}), (, {'error': 0.16872552465343443}), (, {'error': 0.15880557121261996}), (, {'error': 0.6305465389285896}), (, {'error': 0.956102404949811}), (, {'error': 0.06353732697126269}), (, {'error': 0.15143985796719872}), (, {'error': 0.01854644656333937}), (, {'error': 0.04209907247504763}), (, {'error': 0.06546951357909098}), (, {'error': 0.8488559174361718}), (, {'error': 0.3724613992252497}), (, {'error': 0.3391220049032755}), (, {'error': 0.22296698314137764}), (, {'error': 0.1304054649803148}), (, {'error': 0.9538583830110561}), (, {'error': 0.309850009079773}), (, {'error': 0.22789416148252517})]) -Toy 1/25 -Time taken: 7 min, 20 s -Projected time left: 2 h, 56 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1514 (1514 total) | -| EDM = 0.00013 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297236.63342697296 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.64 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.668 | 0.027 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.26 | 0.20 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.57 | 0.22 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.518 | 0.023 | | | -2 | 2 | | -| 6 | Dbar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.24 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 3.97 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 6.20 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.33 | 0.09 | | | -2 | 2 | | -| 12| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 14| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| phi_s | 18.8 | 1.3 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.14 | 0.23 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.52 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.32 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.157 0.266 -0.060 -0.256 0.043 0.397 -0.164 0.062 -0.015 0.277 -0.126 -0.083 0.135 0.058 0.018 0.006 -0.172 0.027 0.003 0.004 -0.012 0.028 0.227 | -| jpsi_p | 0.157 1.000 0.031 -0.005 0.173 -0.031 0.327 -0.043 -0.015 -0.064 0.241 0.090 -0.039 0.107 0.009 0.051 0.014 0.010 0.044 0.009 -0.002 -0.017 0.014 -0.036 | -| p4160_p | 0.266 0.031 1.000 -0.091 -0.407 0.019 0.099 -0.563 0.274 -0.004 0.252 -0.088 -0.204 0.037 -0.130 0.040 -0.005 0.028 0.030 0.001 -0.005 -0.004 0.009 0.294 | -| p4415_s | -0.060 -0.005 -0.091 1.000 0.189 0.025 0.041 0.212 -0.167 0.002 -0.008 -0.110 0.342 0.127 0.035 -0.001 -0.002 0.020 -0.002 0.002 -0.000 -0.007 0.022 -0.024 | -| Ctt | -0.256 0.173 -0.407 0.189 1.000 0.001 -0.301 0.353 -0.018 0.077 -0.116 0.699 0.284 -0.184 0.151 -0.000 -0.033 -0.214 0.010 -0.001 -0.010 -0.008 0.015 -0.349 | -| bplus_0 | 0.043 -0.031 0.019 0.025 0.001 1.000 0.044 0.025 0.020 -0.033 0.038 -0.062 0.042 -0.834 -0.001 0.000 -0.013 0.050 0.001 0.019 0.004 -0.083 0.223 0.022 | -| Dbar_p | 0.397 0.327 0.099 0.041 -0.301 0.044 1.000 -0.104 -0.048 0.011 -0.076 -0.095 -0.072 0.178 0.052 0.002 -0.004 0.048 0.018 0.002 0.002 -0.015 0.042 0.042 | -| p4040_s | -0.164 -0.043 -0.563 0.212 0.353 0.025 -0.104 1.000 -0.207 0.041 -0.124 0.119 0.136 -0.000 -0.037 0.007 -0.025 0.076 0.001 -0.000 -0.012 -0.006 0.019 -0.256 | -| p4415_p | 0.062 -0.015 0.274 -0.167 -0.018 0.020 -0.048 -0.207 1.000 0.041 -0.000 0.172 -0.171 -0.068 -0.110 0.031 -0.028 -0.015 0.018 -0.001 -0.015 -0.004 0.011 0.146 | -| rho_p | -0.015 -0.064 -0.004 0.002 0.077 -0.033 0.011 0.041 0.041 1.000 -0.018 0.198 0.050 0.034 -0.002 0.000 -0.119 0.013 0.001 -0.008 -0.168 0.285 0.168 0.002 | -| DDstar_p | 0.277 0.241 0.252 -0.008 -0.116 0.038 -0.076 -0.124 -0.000 -0.018 1.000 -0.269 -0.071 0.347 0.029 0.029 0.014 0.187 0.001 0.005 0.009 -0.020 0.059 0.179 | -| bplus_2 | -0.126 0.090 -0.088 -0.110 0.699 -0.062 -0.095 0.119 0.172 0.198 -0.269 1.000 0.135 -0.259 -0.026 0.008 -0.104 -0.132 0.006 -0.007 -0.050 -0.003 0.021 -0.101 | -| p4160_s | -0.083 -0.039 -0.204 0.342 0.284 0.042 -0.072 0.136 -0.171 0.050 -0.071 0.135 1.000 0.006 -0.076 0.008 -0.030 0.001 0.004 0.000 -0.014 -0.009 0.027 0.236 | -| bplus_1 | 0.135 0.107 0.037 0.127 -0.184 -0.834 0.178 -0.000 -0.068 0.034 0.347 -0.259 0.006 1.000 0.059 -0.007 0.007 0.092 -0.005 -0.014 -0.008 0.059 -0.140 0.042 | -| psi2s_p | 0.058 0.009 -0.130 0.035 0.151 -0.001 0.052 -0.037 -0.110 -0.002 0.029 -0.026 -0.076 0.059 1.000 0.026 -0.005 -0.417 0.029 0.002 -0.006 -0.005 0.012 -0.211 | -| DDstar_s | 0.018 0.051 0.040 -0.001 -0.000 0.000 0.002 0.007 0.031 0.000 0.029 0.008 0.008 -0.007 0.026 1.000 0.001 0.023 -0.001 -0.000 0.001 0.000 -0.001 0.030 | -| phi_s | 0.006 0.014 -0.005 -0.002 -0.033 -0.013 -0.004 -0.025 -0.028 -0.119 0.014 -0.104 -0.030 0.007 -0.005 0.001 1.000 -0.017 0.000 -0.006 0.814 -0.037 -0.048 -0.010 | -| p3770_s | -0.172 0.010 0.028 0.020 -0.214 0.050 0.048 0.076 -0.015 0.013 0.187 -0.132 0.001 0.092 -0.417 0.023 -0.017 1.000 0.028 0.002 -0.010 -0.009 0.025 -0.022 | -| Dbar_s | 0.027 0.044 0.030 -0.002 0.010 0.001 0.018 0.001 0.018 0.001 0.001 0.006 0.004 -0.005 0.029 -0.001 0.000 0.028 1.000 -0.000 0.001 0.000 -0.000 0.027 | -| omega_p | 0.003 0.009 0.001 0.002 -0.001 0.019 0.002 -0.000 -0.001 -0.008 0.005 -0.007 0.000 -0.014 0.002 -0.000 -0.006 0.002 -0.000 1.000 0.006 -0.297 0.088 0.001 | -| phi_p | 0.004 -0.002 -0.005 -0.000 -0.010 0.004 0.002 -0.012 -0.015 -0.168 0.009 -0.050 -0.014 -0.008 -0.006 0.001 0.814 -0.010 0.001 0.006 1.000 -0.080 -0.021 -0.007 | -| omega_s | -0.012 -0.017 -0.004 -0.007 -0.008 -0.083 -0.015 -0.006 -0.004 0.285 -0.020 -0.003 -0.009 0.059 -0.005 0.000 -0.037 -0.009 0.000 -0.297 -0.080 1.000 -0.383 -0.004 | -| rho_s | 0.028 0.014 0.009 0.022 0.015 0.223 0.042 0.019 0.011 0.168 0.059 0.021 0.027 -0.140 0.012 -0.001 -0.048 0.025 -0.000 0.088 -0.021 -0.383 1.000 0.010 | -| p4040_p | 0.227 -0.036 0.294 -0.024 -0.349 0.022 0.042 -0.256 0.146 0.002 0.179 -0.101 0.236 0.042 -0.211 0.030 -0.010 -0.022 0.027 0.001 -0.007 -0.004 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10781883775473045}), (, {'error': 0.027457465162997075}), (, {'error': 0.09881207707894646}), (, {'error': 0.19514113869606342}), (, {'error': 0.21574629588625294}), (, {'error': 0.023118921633478617}), (, {'error': 0.3164298134884891}), (, {'error': 0.17106884944949696}), (, {'error': 0.16538336979180368}), (, {'error': 0.2604580867059356}), (, {'error': 0.32971821261990275}), (, {'error': 0.09454606089878581}), (, {'error': 0.16978063120828502}), (, {'error': 0.04552434482901213}), (, {'error': 0.03170547789367095}), (, {'error': 0.01966366295100125}), (, {'error': 1.34316780677233}), (, {'error': 0.2314870332049186}), (, {'error': 0.01690395475682016}), (, {'error': 0.3105937073654461}), (, {'error': 0.29778198307963644}), (, {'error': 0.9747901027512418}), (, {'error': 0.32811331380625247}), (, {'error': 0.15269049231178644})]) -Toy 2/25 -Time taken: 15 min, 7 s -Projected time left: 2 h, 53 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=913 (913 total) | -| EDM = 2.96E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297153.7887338617 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.52 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.646 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -1.88 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.98 | 0.20 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.75 | 0.21 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.415 | 0.030 | | | -2 | 2 | | -| 6 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.68 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.25 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.27 | 0.09 | | | -2 | 2 | | -| 12| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 14| psi2s_p | 1.873 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 16| phi_s | 17.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.34 | 0.23 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.14 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -0.57 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 7.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 4.14 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.036 0.189 -0.072 -0.243 0.045 0.317 -0.174 0.003 -0.012 0.198 0.097 -0.060 -0.146 -0.008 0.049 0.003 -0.220 0.051 -0.004 -0.004 -0.007 0.012 0.145 | -| jpsi_p | 0.036 1.000 -0.055 -0.004 0.228 0.101 0.218 -0.017 -0.013 -0.085 -0.035 -0.167 -0.017 -0.057 -0.014 0.078 0.019 -0.072 0.064 -0.015 -0.028 -0.018 0.015 -0.094 | -| p4160_p | 0.189 -0.055 1.000 -0.141 -0.378 0.004 0.005 -0.525 0.282 -0.019 0.069 0.037 -0.135 0.029 -0.142 0.068 0.007 -0.019 0.039 -0.001 -0.004 0.002 -0.005 0.232 | -| p4415_s | -0.072 -0.004 -0.141 1.000 0.194 -0.015 0.046 0.209 -0.150 0.015 -0.025 0.085 0.331 -0.076 0.038 -0.006 -0.009 0.014 -0.002 -0.002 0.004 -0.009 0.019 -0.032 | -| Ctt | -0.243 0.228 -0.378 0.194 1.000 0.034 -0.342 0.348 0.038 0.115 -0.031 -0.670 0.261 0.090 0.219 -0.013 -0.053 -0.135 -0.005 0.006 0.007 0.014 -0.058 -0.262 | -| bplus_0 | 0.045 0.101 0.004 -0.015 0.034 1.000 -0.035 -0.044 -0.029 -0.064 -0.056 -0.136 -0.029 -0.907 -0.017 0.000 0.109 -0.014 0.001 0.048 -0.051 0.200 -0.421 -0.018 | -| Dbar_p | 0.317 0.218 0.005 0.046 -0.342 -0.035 1.000 -0.105 -0.094 0.039 -0.211 0.050 -0.076 -0.087 -0.032 -0.007 -0.020 -0.067 0.034 -0.003 0.011 -0.016 0.032 -0.087 | -| p4040_s | -0.174 -0.017 -0.525 0.209 0.348 -0.044 -0.105 1.000 -0.137 0.063 -0.196 -0.154 0.070 0.071 -0.008 -0.009 -0.030 0.086 -0.006 0.003 0.009 0.001 -0.012 -0.205 | -| p4415_p | 0.003 -0.013 0.282 -0.150 0.038 -0.029 -0.094 -0.137 1.000 0.057 -0.164 -0.246 -0.084 0.135 -0.065 0.020 -0.026 -0.017 0.011 0.004 0.006 0.009 -0.031 0.159 | -| rho_p | -0.012 -0.085 -0.019 0.015 0.115 -0.064 0.039 0.063 0.057 1.000 0.015 -0.265 0.082 0.037 0.006 0.000 0.065 0.026 0.001 -0.067 0.109 0.032 0.050 -0.001 | -| DDstar_p | 0.198 -0.035 0.069 -0.025 -0.031 -0.056 -0.211 -0.196 -0.164 0.015 1.000 0.294 -0.082 -0.260 -0.111 0.072 -0.013 0.105 0.006 -0.014 0.008 -0.047 0.103 0.036 | -| bplus_2 | 0.097 -0.167 0.037 0.085 -0.670 -0.136 0.050 -0.154 -0.246 -0.265 0.294 1.000 -0.181 -0.108 -0.052 0.022 0.091 0.071 0.004 -0.027 -0.025 -0.068 0.180 0.022 | -| p4160_s | -0.060 -0.017 -0.135 0.331 0.261 -0.029 -0.076 0.070 -0.084 0.082 -0.082 -0.181 1.000 0.029 -0.059 0.002 -0.038 0.011 -0.001 0.003 0.011 0.002 -0.017 0.310 | -| bplus_1 | -0.146 -0.057 0.029 -0.076 0.090 -0.907 -0.087 0.071 0.135 0.037 -0.260 -0.108 0.029 1.000 0.041 -0.024 -0.097 -0.040 -0.006 -0.041 0.038 -0.168 0.344 0.044 | -| psi2s_p | -0.008 -0.014 -0.142 0.038 0.219 -0.017 -0.032 -0.008 -0.065 0.006 -0.111 -0.052 -0.059 0.041 1.000 0.030 -0.006 -0.459 0.035 -0.002 -0.000 -0.004 0.004 -0.201 | -| DDstar_s | 0.049 0.078 0.068 -0.006 -0.013 0.000 -0.007 -0.009 0.020 0.000 0.072 0.022 0.002 -0.024 0.030 1.000 0.000 0.045 -0.002 -0.000 0.001 -0.002 0.006 0.033 | -| phi_s | 0.003 0.019 0.007 -0.009 -0.053 0.109 -0.020 -0.030 -0.026 0.065 -0.013 0.091 -0.038 -0.097 -0.006 0.000 1.000 -0.015 -0.000 0.016 0.424 0.052 -0.046 -0.002 | -| p3770_s | -0.220 -0.072 -0.019 0.014 -0.135 -0.014 -0.067 0.086 -0.017 0.026 0.105 0.071 0.011 -0.040 -0.459 0.045 -0.015 1.000 0.037 -0.000 0.004 -0.003 0.000 -0.059 | -| Dbar_s | 0.051 0.064 0.039 -0.002 -0.005 0.001 0.034 -0.006 0.011 0.001 0.006 0.004 -0.001 -0.006 0.035 -0.002 -0.000 0.037 1.000 0.000 0.001 0.000 0.000 0.022 | -| omega_p | -0.004 -0.015 -0.001 -0.002 0.006 0.048 -0.003 0.003 0.004 -0.067 -0.014 -0.027 0.003 -0.041 -0.002 -0.000 0.016 -0.000 0.000 1.000 -0.011 0.645 -0.005 -0.000 | -| phi_p | -0.004 -0.028 -0.004 0.004 0.007 -0.051 0.011 0.009 0.006 0.109 0.008 -0.025 0.011 0.038 -0.000 0.001 0.424 0.004 0.001 -0.011 1.000 -0.028 0.016 -0.000 | -| omega_s | -0.007 -0.018 0.002 -0.009 0.014 0.200 -0.016 0.001 0.009 0.032 -0.047 -0.068 0.002 -0.168 -0.004 -0.002 0.052 -0.003 0.000 0.645 -0.028 1.000 -0.421 0.001 | -| rho_s | 0.012 0.015 -0.005 0.019 -0.058 -0.421 0.032 -0.012 -0.031 0.050 0.103 0.180 -0.017 0.344 0.004 0.006 -0.046 0.000 0.000 -0.005 0.016 -0.421 1.000 -0.003 | -| p4040_p | 0.145 -0.094 0.232 -0.032 -0.262 -0.018 -0.087 -0.205 0.159 -0.001 0.036 0.022 0.310 0.044 -0.201 0.033 -0.002 -0.059 0.022 -0.000 -0.000 0.001 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0998598976897016}), (, {'error': 0.024428999191725254}), (, {'error': 0.09429825171473194}), (, {'error': 0.19741978289513856}), (, {'error': 0.21213957155834806}), (, {'error': 0.030026137122117658}), (, {'error': 0.3463372761301722}), (, {'error': 0.177041867236575}), (, {'error': 0.21651577941059852}), (, {'error': 0.40824832140770484}), (, {'error': 0.38904308047938496}), (, {'error': 0.08643703151910964}), (, {'error': 0.16928841571045083}), (, {'error': 0.0594391214419665}), (, {'error': 0.031111401242048586}), (, {'error': 0.03459722532527931}), (, {'error': 0.9658644968854837}), (, {'error': 0.2288795716838754}), (, {'error': 0.025188347989058307}), (, {'error': 0.2914198817826845}), (, {'error': 0.16547408753307424}), (, {'error': 1.351120457530163}), (, {'error': 0.338295395788741}), (, {'error': 0.27092381388516085})]) -Toy 3/25 -Time taken: 20 min, 53 s -Projected time left: 2 h, 32 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1301 (1301 total) | -| EDM = 0.000391 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297436.2084299917 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.53 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.70 | 0.07 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -1.89 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.33 | 0.16 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.34 | 0.19 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.406 | 0.005 | | | -2 | 2 | | -| 6 | Dbar_p | -1.21 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.005 | 0.013 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 3.97 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.92 | 0.30 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.25 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.25 | 0.06 | | | -2 | 2 | | -| 12| p4160_s | 2.27 | 0.13 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.747 | 0.009 | | | -2 | 2 | | -| 14| psi2s_p | 1.81 | 0.06 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | -| 16| phi_s | 17.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.6 | 0.5 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.29 | 0.30 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.22 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -0.26 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 7.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.97 | 0.26 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.888 0.862 -0.365 0.780 0.333 -0.674 0.055 0.557 0.058 -0.594 0.719 -0.326 0.337 0.848 -0.792 0.070 0.841 -0.918 0.037 0.062 0.069 -0.073 -0.124 | -| jpsi_p | 0.888 1.000 0.897 -0.376 0.815 0.346 -0.658 0.056 0.578 0.073 -0.654 0.771 -0.343 0.360 0.898 -0.817 0.068 0.915 -0.967 0.040 0.067 0.072 -0.078 -0.129 | -| p4160_p | 0.862 0.897 1.000 -0.342 0.765 0.362 -0.611 0.057 0.605 0.067 -0.587 0.716 -0.340 0.374 0.843 -0.777 0.070 0.869 -0.923 0.039 0.064 0.071 -0.076 -0.119 | -| p4415_s | -0.365 -0.376 -0.342 1.000 -0.257 -0.233 0.240 -0.023 -0.273 -0.030 0.197 -0.258 0.316 -0.246 -0.346 0.339 -0.033 -0.357 0.383 -0.016 -0.026 -0.033 0.038 0.046 | -| Ctt | 0.780 0.815 0.765 -0.257 1.000 0.344 -0.507 0.046 0.521 0.056 -0.560 0.576 -0.221 0.358 0.835 -0.770 0.065 0.805 -0.870 0.036 0.058 0.064 -0.068 -0.113 | -| bplus_0 | 0.333 0.346 0.362 -0.233 0.344 1.000 -0.124 0.024 0.231 -0.005 -0.424 0.218 -0.192 -0.120 0.338 -0.297 0.055 0.346 -0.379 0.011 0.008 0.050 -0.108 -0.050 | -| Dbar_p | -0.674 -0.658 -0.611 0.240 -0.507 -0.124 1.000 -0.039 -0.366 -0.047 0.600 -0.473 0.267 -0.131 -0.610 0.561 -0.043 -0.616 0.670 -0.028 -0.049 -0.044 0.038 0.084 | -| p4040_s | 0.055 0.056 0.057 -0.023 0.046 0.024 -0.039 1.000 0.039 0.004 -0.036 0.045 -0.009 0.024 0.053 -0.051 0.005 0.054 -0.058 0.002 0.004 0.005 -0.005 -0.107 | -| p4415_p | 0.557 0.578 0.605 -0.273 0.521 0.231 -0.366 0.039 1.000 0.058 -0.406 0.419 -0.283 0.246 0.540 -0.477 0.039 0.568 -0.596 0.027 0.044 0.046 -0.050 -0.081 | -| rho_p | 0.058 0.073 0.067 -0.030 0.056 -0.005 -0.047 0.004 0.058 1.000 -0.061 -0.045 -0.004 -0.020 0.066 -0.061 0.073 0.070 -0.070 -0.047 0.057 0.129 0.117 -0.010 | -| DDstar_p | -0.594 -0.654 -0.587 0.197 -0.560 -0.424 0.600 -0.036 -0.406 -0.061 1.000 -0.537 0.189 -0.440 -0.624 0.630 -0.057 -0.621 0.683 -0.030 -0.047 -0.062 0.077 0.089 | -| bplus_2 | 0.719 0.771 0.716 -0.258 0.576 0.218 -0.473 0.045 0.419 -0.045 -0.537 1.000 -0.315 0.231 0.733 -0.689 0.098 0.741 -0.795 0.021 0.037 0.059 -0.063 -0.104 | -| p4160_s | -0.326 -0.343 -0.340 0.316 -0.221 -0.192 0.267 -0.009 -0.283 -0.004 0.189 -0.315 1.000 -0.193 -0.334 0.327 -0.039 -0.314 0.350 -0.012 -0.020 -0.029 0.031 0.034 | -| bplus_1 | 0.337 0.360 0.374 -0.246 0.358 -0.120 -0.131 0.024 0.246 -0.020 -0.440 0.231 -0.193 1.000 0.347 -0.306 0.039 0.355 -0.389 0.010 0.017 0.027 -0.040 -0.052 | -| psi2s_p | 0.848 0.898 0.843 -0.346 0.835 0.338 -0.610 0.053 0.540 0.066 -0.624 0.733 -0.334 0.347 1.000 -0.782 0.069 0.831 -0.922 0.039 0.064 0.070 -0.074 -0.120 | -| DDstar_s | -0.792 -0.817 -0.777 0.339 -0.770 -0.297 0.561 -0.051 -0.477 -0.061 0.630 -0.689 0.327 -0.306 -0.782 1.000 -0.064 -0.810 0.878 -0.036 -0.059 -0.065 0.067 0.113 | -| phi_s | 0.070 0.068 0.070 -0.033 0.065 0.055 -0.043 0.005 0.039 0.073 -0.057 0.098 -0.039 0.039 0.069 -0.064 1.000 0.069 -0.078 0.017 0.471 0.026 0.003 -0.010 | -| p3770_s | 0.841 0.915 0.869 -0.357 0.805 0.346 -0.616 0.054 0.568 0.070 -0.621 0.741 -0.314 0.355 0.831 -0.810 0.069 1.000 -0.942 0.040 0.066 0.072 -0.077 -0.125 | -| Dbar_s | -0.918 -0.967 -0.923 0.383 -0.870 -0.379 0.670 -0.058 -0.596 -0.070 0.683 -0.795 0.350 -0.389 -0.922 0.878 -0.078 -0.942 1.000 -0.042 -0.069 -0.077 0.081 0.133 | -| omega_p | 0.037 0.040 0.039 -0.016 0.036 0.011 -0.028 0.002 0.027 -0.047 -0.030 0.021 -0.012 0.010 0.039 -0.036 0.017 0.040 -0.042 1.000 0.008 0.524 0.063 -0.006 | -| phi_p | 0.062 0.067 0.064 -0.026 0.058 0.008 -0.049 0.004 0.044 0.057 -0.047 0.037 -0.020 0.017 0.064 -0.059 0.471 0.066 -0.069 0.008 1.000 -0.016 0.013 -0.009 | -| omega_s | 0.069 0.072 0.071 -0.033 0.064 0.050 -0.044 0.005 0.046 0.129 -0.062 0.059 -0.029 0.027 0.070 -0.065 0.026 0.072 -0.077 0.524 -0.016 1.000 -0.260 -0.010 | -| rho_s | -0.073 -0.078 -0.076 0.038 -0.068 -0.108 0.038 -0.005 -0.050 0.117 0.077 -0.063 0.031 -0.040 -0.074 0.067 0.003 -0.077 0.081 0.063 0.013 -0.260 1.000 0.011 | -| p4040_p | -0.124 -0.129 -0.119 0.046 -0.113 -0.050 0.084 -0.107 -0.081 -0.010 0.089 -0.104 0.034 -0.052 -0.120 0.113 -0.010 -0.125 0.133 -0.006 -0.009 -0.010 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23751445400154036}), (, {'error': 0.07253241157550416}), (, {'error': 0.1765450132508506}), (, {'error': 0.16020128887404328}), (, {'error': 0.187450047721748}), (, {'error': 0.0049477757149342105}), (, {'error': 0.2983675448714007}), (, {'error': 0.012972304151199926}), (, {'error': 0.1581471036847626}), (, {'error': 0.2994186120204958}), (, {'error': 0.23999750547441945}), (, {'error': 0.0630616230632508}), (, {'error': 0.12956122407238846}), (, {'error': 0.009323474605970494}), (, {'error': 0.061711308051957126}), (, {'error': 0.4952492435108439}), (, {'error': 0.8259376408271919}), (, {'error': 0.5344352912598185}), (, {'error': 0.3010136893294278}), (, {'error': 0.2167707745845906}), (, {'error': 0.1619582794051584}), (, {'error': 0.9412622349997344}), (, {'error': 0.25894901957201527}), (, {'error': 9.495849616083511})]) -Toy 4/25 -Time taken: 27 min, 51 s -Projected time left: 2 h, 25 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1834 (1834 total) | -| EDM = 3.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297376.7010411425 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.90 | 0.08 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.633 | 0.030 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.02 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.49 | 0.12 | | |0.126447 | 2.35355 | | -| 4 | Ctt | 0.20 | 0.20 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.513 | 0.009 | | | -2 | 2 | | -| 6 | Dbar_p | -0.41 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.00 | 0.13 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -1.97 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -2.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.05 | 0.08 | | | -2 | 2 | | -| 12| p4160_s | 2.41 | 0.12 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 1.047 | 0.018 | | | -2 | 2 | | -| 14| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 16| phi_s | 17.4 | 0.7 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.7 | 0.3 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.19 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 6.13 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.5 | 0.7 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 2.1 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 3.92 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.049 0.006 -0.023 -0.098 -0.094 -0.162 -0.043 -0.016 -0.008 -0.092 -0.098 -0.037 -0.097 -0.040 -0.041 -0.001 -0.136 0.095 -0.007 -0.006 -0.003 -0.001 -0.020 | -| jpsi_p | -0.049 1.000 0.644 -0.038 0.731 0.709 -0.586 0.504 0.518 0.048 0.736 0.736 0.313 0.713 0.645 0.564 0.006 0.743 -0.820 0.047 0.037 0.021 0.027 0.679 | -| p4160_p | 0.006 0.644 1.000 0.036 0.644 0.676 -0.545 0.333 0.535 0.042 0.670 0.649 0.275 0.676 0.555 0.552 0.015 0.657 -0.743 0.043 0.034 0.025 0.023 0.634 | -| p4415_s | -0.023 -0.038 0.036 1.000 0.033 -0.068 0.076 0.016 -0.021 -0.001 -0.033 -0.005 0.100 -0.066 -0.032 -0.062 -0.005 -0.018 0.022 -0.001 -0.000 -0.003 -0.001 0.006 | -| Ctt | -0.098 0.731 0.644 0.033 1.000 0.823 -0.571 0.589 0.545 0.050 0.878 0.778 0.395 0.822 0.721 0.666 0.020 0.803 -0.928 0.052 0.041 0.031 0.027 0.719 | -| bplus_0 | -0.094 0.709 0.676 -0.068 0.823 1.000 -0.481 0.512 0.551 0.047 0.823 0.763 0.320 0.726 0.642 0.583 0.028 0.766 -0.889 0.048 0.034 0.036 0.041 0.730 | -| Dbar_p | -0.162 -0.586 -0.545 0.076 -0.571 -0.481 1.000 -0.330 -0.385 -0.032 -0.619 -0.540 -0.181 -0.484 -0.513 -0.358 -0.015 -0.594 0.609 -0.035 -0.030 -0.021 -0.013 -0.555 | -| p4040_s | -0.043 0.504 0.333 0.016 0.589 0.512 -0.330 1.000 0.326 0.036 0.533 0.535 0.206 0.514 0.415 0.397 0.005 0.550 -0.603 0.036 0.029 0.017 0.019 0.475 | -| p4415_p | -0.016 0.518 0.535 -0.021 0.545 0.551 -0.385 0.326 1.000 0.036 0.540 0.514 0.162 0.552 0.445 0.432 0.008 0.541 -0.608 0.036 0.029 0.018 0.019 0.537 | -| rho_p | -0.008 0.048 0.042 -0.001 0.050 0.047 -0.032 0.036 0.036 1.000 0.053 0.035 0.025 0.044 0.042 0.037 0.015 0.050 -0.056 -0.007 0.012 0.055 -0.024 0.046 | -| DDstar_p | -0.092 0.736 0.670 -0.033 0.878 0.823 -0.619 0.533 0.540 0.053 1.000 0.841 0.346 0.824 0.668 0.674 0.017 0.813 -0.951 0.053 0.042 0.031 0.027 0.759 | -| bplus_2 | -0.098 0.736 0.649 -0.005 0.778 0.763 -0.540 0.535 0.514 0.035 0.841 1.000 0.333 0.761 0.668 0.628 0.045 0.777 -0.897 0.042 0.033 0.044 0.024 0.717 | -| p4160_s | -0.037 0.313 0.275 0.100 0.395 0.320 -0.181 0.206 0.162 0.025 0.346 0.333 1.000 0.322 0.255 0.249 -0.000 0.348 -0.393 0.024 0.020 0.009 0.013 0.438 | -| bplus_1 | -0.097 0.713 0.676 -0.066 0.822 0.726 -0.484 0.514 0.552 0.044 0.824 0.761 0.322 1.000 0.644 0.585 0.026 0.767 -0.890 0.047 0.037 0.034 0.030 0.731 | -| psi2s_p | -0.040 0.645 0.555 -0.032 0.721 0.642 -0.513 0.415 0.445 0.042 0.668 0.668 0.255 0.644 1.000 0.512 0.013 0.587 -0.737 0.042 0.034 0.024 0.021 0.583 | -| DDstar_s | -0.041 0.564 0.552 -0.062 0.666 0.583 -0.358 0.397 0.432 0.037 0.674 0.628 0.249 0.585 0.512 1.000 0.015 0.623 -0.712 0.039 0.031 0.024 0.018 0.592 | -| phi_s | -0.001 0.006 0.015 -0.005 0.020 0.028 -0.015 0.005 0.008 0.015 0.017 0.045 -0.000 0.026 0.013 0.015 1.000 0.014 -0.020 0.018 0.412 0.007 -0.008 0.015 | -| p3770_s | -0.136 0.743 0.657 -0.018 0.803 0.766 -0.594 0.550 0.541 0.050 0.813 0.777 0.348 0.767 0.587 0.623 0.014 1.000 -0.876 0.051 0.041 0.028 0.027 0.700 | -| Dbar_s | 0.095 -0.820 -0.743 0.022 -0.928 -0.889 0.609 -0.603 -0.608 -0.056 -0.951 -0.897 -0.393 -0.890 -0.737 -0.712 -0.020 -0.876 1.000 -0.057 -0.046 -0.034 -0.029 -0.815 | -| omega_p | -0.007 0.047 0.043 -0.001 0.052 0.048 -0.035 0.036 0.036 -0.007 0.053 0.042 0.024 0.047 0.042 0.039 0.018 0.051 -0.057 1.000 0.011 0.397 -0.044 0.047 | -| phi_p | -0.006 0.037 0.034 -0.000 0.041 0.034 -0.030 0.029 0.029 0.012 0.042 0.033 0.020 0.037 0.034 0.031 0.412 0.041 -0.046 0.011 1.000 -0.025 -0.004 0.037 | -| omega_s | -0.003 0.021 0.025 -0.003 0.031 0.036 -0.021 0.017 0.018 0.055 0.031 0.044 0.009 0.034 0.024 0.024 0.007 0.028 -0.034 0.397 -0.025 1.000 0.183 0.027 | -| rho_s | -0.001 0.027 0.023 -0.001 0.027 0.041 -0.013 0.019 0.019 -0.024 0.027 0.024 0.013 0.030 0.021 0.018 -0.008 0.027 -0.029 -0.044 -0.004 0.183 1.000 0.025 | -| p4040_p | -0.020 0.679 0.634 0.006 0.719 0.730 -0.555 0.475 0.537 0.046 0.759 0.717 0.438 0.731 0.583 0.592 0.015 0.700 -0.815 0.047 0.037 0.027 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07996115113353253}), (, {'error': 0.030021499635647597}), (, {'error': 0.08869766201360596}), (, {'error': 0.12250080747392056}), (, {'error': 0.19947523360813413}), (, {'error': 0.00881247280117503}), (, {'error': 0.26683483493178795}), (, {'error': 0.1344890001228815}), (, {'error': 0.13061010100518944}), (, {'error': 0.0504631814378933}), (, {'error': 0.6226750571244037}), (, {'error': 0.08446077188875623}), (, {'error': 0.11520110810464601}), (, {'error': 0.017632958369248275}), (, {'error': 0.03233587030118823}), (, {'error': 0.09066680676005151}), (, {'error': 0.6901825876273673}), (, {'error': 0.3295679816505337}), (, {'error': 0.48483547079457134}), (, {'error': 0.20948065366071678}), (, {'error': 0.15439525085406824}), (, {'error': 0.6865326942045913}), (, {'error': 0.3978161771722035}), (, {'error': 0.20998670019760013})]) -Toy 5/25 -Time taken: 36 min, 37 s -Projected time left: 2 h, 26 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1572 (1572 total) | -| EDM = 0.00287 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297404.5327709057 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -3.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.591 | 0.030 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.39 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.31 | 0.17 | | |0.126447 | 2.35355 | | -| 4 | Ctt | 0.12 | 0.18 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.411 | 0.013 | | | -2 | 2 | | -| 6 | Dbar_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.29 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -3.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.13 | 0.06 | | | -2 | 2 | | -| 12| p4160_s | 2.17 | 0.19 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.832 | 0.027 | | | -2 | 2 | | -| 14| psi2s_p | 1.793 | 0.029 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 16| phi_s | 18.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.37 | 0.19 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.29 | 0.33 | | | -0.3 | 0.3 | | -| 19| omega_p | -0.04 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 7.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.26 | 0.29 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 3.27 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.744 0.675 -0.535 -0.821 -0.910 0.813 -0.616 -0.423 -0.091 0.666 -0.729 -0.746 -0.913 0.507 -0.774 -0.098 0.220 0.959 -0.025 -0.035 -0.109 0.292 0.150 | -| jpsi_p | 0.744 1.000 0.586 -0.447 -0.699 -0.743 0.606 -0.477 -0.313 -0.069 0.421 -0.560 -0.604 -0.741 0.474 -0.643 -0.092 0.291 0.772 -0.020 -0.027 -0.095 0.236 0.156 | -| p4160_p | 0.675 0.586 1.000 -0.336 -0.638 -0.631 0.537 -0.585 -0.175 -0.061 0.346 -0.535 -0.556 -0.632 0.367 -0.541 -0.070 0.216 0.681 -0.017 -0.026 -0.077 0.203 0.130 | -| p4415_s | -0.535 -0.447 -0.336 1.000 0.546 0.491 -0.465 0.374 0.204 0.050 -0.385 0.454 0.512 0.492 -0.297 0.425 0.052 -0.145 -0.554 0.014 0.019 0.059 -0.161 -0.029 | -| Ctt | -0.821 -0.699 -0.638 0.546 1.000 0.817 -0.787 0.623 0.380 0.078 -0.595 0.525 0.715 0.818 -0.357 0.706 0.086 -0.245 -0.853 0.021 0.032 0.095 -0.260 -0.144 | -| bplus_0 | -0.910 -0.743 -0.631 0.491 0.817 1.000 -0.838 0.589 0.442 0.088 -0.685 0.687 0.725 0.872 -0.501 0.755 0.107 -0.265 -0.953 0.023 0.040 0.116 -0.315 -0.111 | -| Dbar_p | 0.813 0.606 0.537 -0.465 -0.787 -0.838 1.000 -0.539 -0.421 -0.083 0.504 -0.697 -0.672 -0.840 0.393 -0.719 -0.093 0.141 0.855 -0.024 -0.031 -0.102 0.270 0.022 | -| p4040_s | -0.616 -0.477 -0.585 0.374 0.623 0.589 -0.539 1.000 0.221 0.062 -0.507 0.493 0.448 0.591 -0.327 0.499 0.060 -0.092 -0.642 0.018 0.022 0.069 -0.190 -0.151 | -| p4415_p | -0.423 -0.313 -0.175 0.204 0.380 0.442 -0.421 0.221 1.000 0.048 -0.445 0.300 0.290 0.444 -0.237 0.364 0.041 -0.088 -0.459 0.015 0.015 0.049 -0.140 0.034 | -| rho_p | -0.091 -0.069 -0.061 0.050 0.078 0.088 -0.083 0.062 0.048 1.000 -0.065 0.034 0.076 0.084 -0.049 0.074 0.032 -0.021 -0.094 -0.010 -0.008 0.104 0.014 -0.007 | -| DDstar_p | 0.666 0.421 0.346 -0.385 -0.595 -0.685 0.504 -0.507 -0.445 -0.065 1.000 -0.550 -0.584 -0.685 0.270 -0.565 -0.081 0.105 0.713 -0.020 -0.025 -0.085 0.219 -0.058 | -| bplus_2 | -0.729 -0.560 -0.535 0.454 0.525 0.687 -0.697 0.493 0.300 0.034 -0.550 1.000 0.579 0.685 -0.371 0.614 0.122 -0.207 -0.755 0.002 0.044 0.111 -0.249 -0.106 | -| p4160_s | -0.746 -0.604 -0.556 0.512 0.715 0.725 -0.672 0.448 0.290 0.076 -0.584 0.579 1.000 0.727 -0.429 0.619 0.073 -0.193 -0.782 0.022 0.027 0.085 -0.234 0.051 | -| bplus_1 | -0.913 -0.741 -0.632 0.492 0.818 0.872 -0.840 0.591 0.444 0.084 -0.685 0.685 0.727 1.000 -0.502 0.756 0.102 -0.266 -0.955 0.022 0.038 0.111 -0.296 -0.110 | -| psi2s_p | 0.507 0.474 0.367 -0.297 -0.357 -0.501 0.393 -0.327 -0.237 -0.049 0.270 -0.371 -0.429 -0.502 1.000 -0.435 -0.055 -0.008 0.523 -0.014 -0.019 -0.060 0.160 0.025 | -| DDstar_s | -0.774 -0.643 -0.541 0.425 0.706 0.755 -0.719 0.499 0.364 0.074 -0.565 0.614 0.619 0.756 -0.435 1.000 0.082 -0.218 -0.818 0.020 0.030 0.091 -0.243 -0.096 | -| phi_s | -0.098 -0.092 -0.070 0.052 0.086 0.107 -0.093 0.060 0.041 0.032 -0.081 0.122 0.073 0.102 -0.055 0.082 1.000 -0.036 -0.103 0.027 -0.460 0.021 -0.024 -0.018 | -| p3770_s | 0.220 0.291 0.216 -0.145 -0.245 -0.265 0.141 -0.092 -0.088 -0.021 0.105 -0.207 -0.193 -0.266 -0.008 -0.218 -0.036 1.000 0.276 -0.005 -0.012 -0.035 0.082 0.051 | -| Dbar_s | 0.959 0.772 0.681 -0.554 -0.853 -0.953 0.855 -0.642 -0.459 -0.094 0.713 -0.755 -0.782 -0.955 0.523 -0.818 -0.103 0.276 1.000 -0.026 -0.037 -0.114 0.306 0.123 | -| omega_p | -0.025 -0.020 -0.017 0.014 0.021 0.023 -0.024 0.018 0.015 -0.010 -0.020 0.002 0.022 0.022 -0.014 0.020 0.027 -0.005 -0.026 1.000 -0.014 0.438 -0.017 -0.001 | -| phi_p | -0.035 -0.027 -0.026 0.019 0.032 0.040 -0.031 0.022 0.015 -0.008 -0.025 0.044 0.027 0.038 -0.019 0.030 -0.460 -0.012 -0.037 -0.014 1.000 0.028 -0.018 -0.006 | -| omega_s | -0.109 -0.095 -0.077 0.059 0.095 0.116 -0.102 0.069 0.049 0.104 -0.085 0.111 0.085 0.111 -0.060 0.091 0.021 -0.035 -0.114 0.438 0.028 1.000 -0.261 -0.016 | -| rho_s | 0.292 0.236 0.203 -0.161 -0.260 -0.315 0.270 -0.190 -0.140 0.014 0.219 -0.249 -0.234 -0.296 0.160 -0.243 -0.024 0.082 0.306 -0.017 -0.018 -0.261 1.000 0.035 | -| p4040_p | 0.150 0.156 0.130 -0.029 -0.144 -0.111 0.022 -0.151 0.034 -0.007 -0.058 -0.106 0.051 -0.110 0.025 -0.096 -0.018 0.051 0.123 -0.001 -0.006 -0.016 0.035 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.327731222429815}), (, {'error': 0.030182645243009176}), (, {'error': 0.10141658985494884}), (, {'error': 0.16786667095340768}), (, {'error': 0.17518698237349006}), (, {'error': 0.013033440969595245}), (, {'error': 0.3956655478862494}), (, {'error': 0.15951431794080684}), (, {'error': 0.1449618261445771}), (, {'error': 0.15882316424865772}), (, {'error': 0.3575398129082268}), (, {'error': 0.055705073278998096}), (, {'error': 0.19420413043523566}), (, {'error': 0.026603172384634277}), (, {'error': 0.029104535490095174}), (, {'error': 0.1276958687185863}), (, {'error': 0.817508768282913}), (, {'error': 0.1904539806445511}), (, {'error': 0.3254463372839174}), (, {'error': 0.21444723817332711}), (, {'error': 0.31695653746762353}), (, {'error': 0.8040788659482256}), (, {'error': 0.2869843845322574}), (, {'error': 0.1090664949663136})]) -Toy 6/25 -Time taken: 44 min, 47 s -Projected time left: 2 h, 21 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1490 (1490 total) | -| EDM = 0.000474 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297421.09901592927 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.70 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.63 | 0.07 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.99 | 0.16 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.17 | 0.20 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.424 | 0.005 | | | -2 | 2 | | -| 6 | Dbar_p | -1.05 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.69 | 0.13 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.24 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.95 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.16 | 0.06 | | | -2 | 2 | | -| 12| p4160_s | 2.22 | 0.12 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.850 | 0.010 | | | -2 | 2 | | -| 14| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.30 | 0.09 | | | -0.3 | 0.3 | | -| 16| phi_s | 17.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.1 | 0.5 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.30 | 0.36 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 6.03 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 7.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.07 | 0.26 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.880 0.867 -0.372 0.787 0.301 -0.684 0.242 0.593 0.083 0.649 0.706 -0.110 0.374 0.847 0.159 0.058 0.840 -0.910 -0.009 0.061 0.059 -0.085 0.827 | -| jpsi_p | 0.880 1.000 0.907 -0.387 0.828 0.305 -0.646 0.264 0.616 0.099 0.681 0.767 -0.121 0.399 0.898 0.137 0.056 0.920 -0.966 -0.010 0.065 0.062 -0.090 0.857 | -| p4160_p | 0.867 0.907 1.000 -0.357 0.789 0.343 -0.621 0.154 0.647 0.093 0.655 0.723 -0.126 0.419 0.857 0.159 0.060 0.886 -0.937 -0.009 0.063 0.063 -0.091 0.848 | -| p4415_s | -0.372 -0.387 -0.357 1.000 -0.271 -0.245 0.274 -0.029 -0.303 -0.043 -0.277 -0.260 0.224 -0.258 -0.362 -0.115 -0.029 -0.369 0.393 0.004 -0.026 -0.031 0.047 -0.338 | -| Ctt | 0.787 0.828 0.789 -0.271 1.000 0.334 -0.520 0.321 0.560 0.083 0.639 0.592 -0.035 0.391 0.846 0.159 0.056 0.828 -0.885 -0.009 0.058 0.057 -0.083 0.742 | -| bplus_0 | 0.301 0.305 0.343 -0.245 0.334 1.000 -0.051 0.032 0.234 0.016 0.254 0.142 -0.105 -0.229 0.302 -0.074 0.045 0.315 -0.346 -0.002 0.007 0.050 -0.112 0.325 | -| Dbar_p | -0.684 -0.646 -0.621 0.274 -0.520 -0.051 1.000 -0.095 -0.380 -0.058 -0.489 -0.472 0.144 -0.129 -0.606 0.008 -0.033 -0.620 0.651 0.007 -0.047 -0.033 0.040 -0.572 | -| p4040_s | 0.242 0.264 0.154 -0.029 0.321 0.032 -0.095 1.000 0.109 0.044 0.183 0.216 -0.047 0.073 0.231 -0.019 0.007 0.287 -0.280 -0.003 0.022 0.015 -0.022 0.212 | -| p4415_p | 0.593 0.616 0.647 -0.303 0.560 0.234 -0.380 0.109 1.000 0.077 0.440 0.456 -0.150 0.288 0.578 0.081 0.035 0.609 -0.641 -0.007 0.045 0.042 -0.062 0.605 | -| rho_p | 0.083 0.099 0.093 -0.043 0.083 0.016 -0.058 0.044 0.077 1.000 0.071 -0.026 0.006 -0.010 0.091 0.004 0.072 0.097 -0.097 0.019 0.059 0.196 0.121 0.090 | -| DDstar_p | 0.649 0.681 0.655 -0.277 0.639 0.254 -0.489 0.183 0.440 0.071 1.000 0.567 -0.091 0.316 0.654 0.120 0.046 0.676 -0.728 -0.007 0.048 0.049 -0.069 0.631 | -| bplus_2 | 0.706 0.767 0.723 -0.260 0.592 0.142 -0.472 0.216 0.456 -0.026 0.567 1.000 -0.118 0.272 0.734 0.128 0.088 0.744 -0.791 -0.005 0.037 0.058 -0.070 0.687 | -| p4160_s | -0.110 -0.121 -0.126 0.224 -0.035 -0.105 0.144 -0.047 -0.150 0.006 -0.091 -0.118 1.000 -0.104 -0.129 -0.065 -0.020 -0.102 0.114 0.001 -0.004 -0.012 0.015 0.025 | -| bplus_1 | 0.374 0.399 0.419 -0.258 0.391 -0.229 -0.129 0.073 0.288 -0.010 0.316 0.272 -0.104 1.000 0.385 -0.042 0.036 0.397 -0.432 -0.003 0.021 0.025 -0.036 0.398 | -| psi2s_p | 0.847 0.898 0.857 -0.362 0.846 0.302 -0.606 0.231 0.578 0.091 0.654 0.734 -0.129 0.385 1.000 0.133 0.058 0.841 -0.924 -0.009 0.063 0.061 -0.086 0.802 | -| DDstar_s | 0.159 0.137 0.159 -0.115 0.159 -0.074 0.008 -0.019 0.081 0.004 0.120 0.128 -0.065 -0.042 0.133 1.000 0.007 0.153 -0.159 -0.001 0.010 0.003 0.002 0.154 | -| phi_s | 0.058 0.056 0.060 -0.029 0.056 0.045 -0.033 0.007 0.035 0.072 0.046 0.088 -0.020 0.036 0.058 0.007 1.000 0.058 -0.065 -0.005 0.455 0.021 0.001 0.056 | -| p3770_s | 0.840 0.920 0.886 -0.369 0.828 0.315 -0.620 0.287 0.609 0.097 0.676 0.744 -0.102 0.397 0.841 0.153 0.058 1.000 -0.950 -0.010 0.065 0.063 -0.090 0.832 | -| Dbar_s | -0.910 -0.966 -0.937 0.393 -0.885 -0.346 0.651 -0.280 -0.641 -0.097 -0.728 -0.791 0.114 -0.432 -0.924 -0.159 -0.065 -0.950 1.000 0.010 -0.068 -0.067 0.095 -0.890 | -| omega_p | -0.009 -0.010 -0.009 0.004 -0.009 -0.002 0.007 -0.003 -0.007 0.019 -0.007 -0.005 0.001 -0.003 -0.009 -0.001 -0.005 -0.010 0.010 1.000 -0.004 -0.125 0.005 -0.009 | -| phi_p | 0.061 0.065 0.063 -0.026 0.058 0.007 -0.047 0.022 0.045 0.059 0.048 0.037 -0.004 0.021 0.063 0.010 0.455 0.065 -0.068 -0.004 1.000 -0.017 0.008 0.060 | -| omega_s | 0.059 0.062 0.063 -0.031 0.057 0.050 -0.033 0.015 0.042 0.196 0.049 0.058 -0.012 0.025 0.061 0.003 0.021 0.063 -0.067 -0.125 -0.017 1.000 -0.319 0.060 | -| rho_s | -0.085 -0.090 -0.091 0.047 -0.083 -0.112 0.040 -0.022 -0.062 0.121 -0.069 -0.070 0.015 -0.036 -0.086 0.002 0.001 -0.090 0.095 0.005 0.008 -0.319 1.000 -0.087 | -| p4040_p | 0.827 0.857 0.848 -0.338 0.742 0.325 -0.572 0.212 0.605 0.090 0.631 0.687 0.025 0.398 0.802 0.154 0.056 0.832 -0.890 -0.009 0.060 0.060 -0.087 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19837853900097624}), (, {'error': 0.07080572543128572}), (, {'error': 0.20391442350493172}), (, {'error': 0.1596413443999659}), (, {'error': 0.19977832507146775}), (, {'error': 0.005063283012673225}), (, {'error': 0.27409884102455484}), (, {'error': 0.13149747684204133}), (, {'error': 0.21631788619956538}), (, {'error': 0.26343772972381085}), (, {'error': 0.5296695345426521}), (, {'error': 0.06467813328071603}), (, {'error': 0.12423947163954985}), (, {'error': 0.010033162441605903}), (, {'error': 0.06257163129529708}), (, {'error': 0.09453183463481202}), (, {'error': 0.8075329469361989}), (, {'error': 0.5379082722690607}), (, {'error': 0.364623985739135}), (, {'error': 0.11673171543298722}), (, {'error': 0.1640331414753451}), (, {'error': 0.7687592626500646}), (, {'error': 0.26095816609354366}), (, {'error': 0.4334762634484217})]) -Toy 7/25 -Time taken: 52 min, 38 s -Projected time left: 2 h, 15 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1434 (1434 total) | -| EDM = 9.66E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297019.86990545364 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.532 | 0.025 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | 0.23 | 0.17 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.449 | 0.019 | | | -2 | 2 | | -| 6 | Dbar_p | 2.13 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.62 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.47 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | | -| 12| p4160_s | 2.35 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 14| psi2s_p | 1.925 | 0.029 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| phi_s | 21.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.55 | 0.26 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.4 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.80 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.007 -0.012 0.002 0.015 -0.003 -0.021 0.003 -0.004 -0.000 -0.013 0.005 0.000 -0.006 0.007 -0.002 0.000 -0.001 -0.002 -0.000 -0.000 0.001 -0.002 -0.006 | -| jpsi_p | -0.007 1.000 0.095 -0.026 -0.343 0.075 0.362 -0.035 -0.001 0.023 -0.009 -0.153 -0.064 0.061 0.076 0.052 -0.045 -0.000 0.028 0.002 -0.028 -0.018 0.026 -0.010 | -| p4160_p | -0.012 0.095 1.000 -0.049 -0.366 0.044 0.189 -0.533 0.306 0.011 0.163 0.028 -0.112 -0.026 -0.119 0.051 -0.011 0.002 0.024 0.000 -0.005 -0.008 0.013 0.098 | -| p4415_s | 0.002 -0.026 -0.049 1.000 0.200 0.017 0.004 0.149 -0.137 0.013 -0.020 -0.112 0.319 0.123 0.054 -0.004 -0.004 -0.000 -0.004 0.000 -0.000 -0.008 0.020 0.069 | -| Ctt | 0.015 -0.343 -0.366 0.200 1.000 -0.004 -0.267 0.354 -0.064 0.120 -0.136 0.637 0.215 -0.115 0.206 -0.013 -0.054 0.001 0.011 -0.001 -0.025 0.018 -0.041 -0.201 | -| bplus_0 | -0.003 0.075 0.044 0.017 -0.004 1.000 0.021 0.012 0.038 0.012 0.018 -0.001 0.044 -0.827 0.042 -0.001 0.002 -0.000 -0.001 0.005 0.042 -0.144 0.309 0.038 | -| Dbar_p | -0.021 0.362 0.189 0.004 -0.267 0.021 1.000 -0.081 0.027 0.010 -0.052 -0.098 -0.065 0.148 0.158 0.002 0.001 0.002 0.010 0.000 0.006 -0.016 0.036 0.011 | -| p4040_s | 0.003 -0.035 -0.533 0.149 0.354 0.012 -0.081 1.000 -0.241 0.038 -0.148 0.051 -0.055 0.019 0.089 -0.005 -0.020 -0.002 -0.006 -0.000 -0.010 0.004 -0.007 -0.213 | -| p4415_p | -0.004 -0.001 0.306 -0.137 -0.064 0.038 0.027 -0.241 1.000 0.060 -0.073 0.222 -0.147 -0.115 -0.094 0.034 -0.037 0.001 0.014 -0.001 -0.020 0.009 -0.022 0.121 | -| rho_p | -0.000 0.023 0.011 0.013 0.120 0.012 0.010 0.038 0.060 1.000 -0.002 0.267 0.071 0.007 0.031 -0.002 -0.175 -0.000 -0.002 0.027 -0.217 0.183 0.008 0.034 | -| DDstar_p | -0.013 -0.009 0.163 -0.020 -0.136 0.018 -0.052 -0.148 -0.073 -0.002 1.000 -0.311 -0.070 0.419 0.012 0.033 0.017 0.002 0.005 0.002 0.015 -0.040 0.094 0.025 | -| bplus_2 | 0.005 -0.153 0.028 -0.112 0.637 -0.001 -0.098 0.051 0.222 0.267 -0.311 1.000 0.121 -0.308 0.033 -0.006 -0.143 0.001 -0.001 -0.004 -0.081 0.062 -0.125 0.057 | -| p4160_s | 0.000 -0.064 -0.112 0.319 0.215 0.044 -0.065 -0.055 -0.147 0.071 -0.070 0.121 1.000 0.005 -0.053 0.005 -0.038 -0.000 0.001 -0.001 -0.019 0.004 -0.007 0.380 | -| bplus_1 | -0.006 0.061 -0.026 0.123 -0.115 -0.827 0.148 0.019 -0.115 0.007 0.419 -0.308 0.005 1.000 0.048 0.007 -0.001 0.001 -0.004 -0.003 -0.035 0.100 -0.201 -0.038 | -| psi2s_p | 0.007 0.076 -0.119 0.054 0.206 0.042 0.158 0.089 -0.094 0.031 0.012 0.033 -0.053 0.048 1.000 0.032 -0.020 0.005 0.027 0.000 -0.009 -0.010 0.019 -0.226 | -| DDstar_s | -0.002 0.052 0.051 -0.004 -0.013 -0.001 0.002 -0.005 0.034 -0.002 0.033 -0.006 0.005 0.007 0.032 1.000 0.002 -0.000 -0.001 -0.000 0.002 -0.001 0.002 0.026 | -| phi_s | 0.000 -0.045 -0.011 -0.004 -0.054 0.002 0.001 -0.020 -0.037 -0.175 0.017 -0.143 -0.038 -0.001 -0.020 0.002 1.000 0.000 0.001 -0.002 0.775 -0.076 0.063 -0.025 | -| p3770_s | -0.001 -0.000 0.002 -0.000 0.001 -0.000 0.002 -0.002 0.001 -0.000 0.002 0.001 -0.000 0.001 0.005 -0.000 0.000 1.000 -0.000 0.000 0.000 -0.000 0.000 0.002 | -| Dbar_s | -0.002 0.028 0.024 -0.004 0.011 -0.001 0.010 -0.006 0.014 -0.002 0.005 -0.001 0.001 -0.004 0.027 -0.001 0.001 -0.000 1.000 -0.000 0.001 0.000 -0.001 0.017 | -| omega_p | -0.000 0.002 0.000 0.000 -0.001 0.005 0.000 -0.000 -0.001 0.027 0.002 -0.004 -0.001 -0.003 0.000 -0.000 -0.002 0.000 -0.000 1.000 0.003 -0.146 0.019 -0.000 | -| phi_p | -0.000 -0.028 -0.005 -0.000 -0.025 0.042 0.006 -0.010 -0.020 -0.217 0.015 -0.081 -0.019 -0.035 -0.009 0.002 0.775 0.000 0.001 0.003 1.000 -0.145 0.153 -0.014 | -| omega_s | 0.001 -0.018 -0.008 -0.008 0.018 -0.144 -0.016 0.004 0.009 0.183 -0.040 0.062 0.004 0.100 -0.010 -0.001 -0.076 -0.000 0.000 -0.146 -0.145 1.000 -0.550 0.002 | -| rho_s | -0.002 0.026 0.013 0.020 -0.041 0.309 0.036 -0.007 -0.022 0.008 0.094 -0.125 -0.007 -0.201 0.019 0.002 0.063 0.000 -0.001 0.019 0.153 -0.550 1.000 -0.005 | -| p4040_p | -0.006 -0.010 0.098 0.069 -0.201 0.038 0.011 -0.213 0.121 0.034 0.025 0.057 0.380 -0.038 -0.226 0.026 -0.025 0.002 0.017 -0.000 -0.014 0.002 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03580276959585804}), (, {'error': 0.02475486107553504}), (, {'error': 0.09511873028752338}), (, {'error': 0.19010137573572516}), (, {'error': 0.17448151571612514}), (, {'error': 0.01880819810707668}), (, {'error': 0.277415743035327}), (, {'error': 0.17190896496154884}), (, {'error': 0.15635791362946816}), (, {'error': 0.9419843682951488}), (, {'error': 0.3285482313186212}), (, {'error': 0.0794180776254041}), (, {'error': 0.16444951127363927}), (, {'error': 0.04016774331901862}), (, {'error': 0.02934828208686291}), (, {'error': 0.0224662989522606}), (, {'error': 1.2495901047471207}), (, {'error': 0.009093028819977422}), (, {'error': 0.012395331411715449}), (, {'error': 0.14868547895575546}), (, {'error': 0.2589559410509281}), (, {'error': 0.9798211953367222}), (, {'error': 0.3327501202664783}), (, {'error': 0.27862537024681555})]) -Toy 8/25 -Time taken: 1 h, 23 s -Projected time left: 2 h, 8 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1333 (1333 total) | -| EDM = 0.00011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297065.52449224907 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.74 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.621 | 0.027 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.19 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.95 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.63 | 0.20 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.546 | 0.019 | | | -2 | 2 | | -| 6 | Dbar_p | 1.93 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.85 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -1.88 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.38 | 0.30 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.37 | 0.10 | | | -2 | 2 | | -| 12| p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -1.03 | 0.03 | | | -2 | 2 | | -| 14| psi2s_p | 1.902 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 16| phi_s | 15.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.08 | 0.22 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.04 | 2.06 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -0.26 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 4.2 | 2.7 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.5 | 1.7 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.42 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.084 0.186 -0.077 -0.229 0.136 0.315 -0.161 0.044 -0.129 0.252 -0.142 -0.087 0.058 -0.013 0.028 -0.058 -0.256 0.034 -0.136 -0.019 -0.137 0.139 0.129 | -| jpsi_p | 0.084 1.000 -0.046 -0.016 0.182 0.154 0.241 -0.028 -0.057 -0.353 0.183 -0.051 -0.060 -0.097 -0.021 0.054 -0.147 -0.039 0.042 -0.345 -0.068 -0.350 0.342 -0.105 | -| p4160_p | 0.186 -0.046 1.000 -0.003 -0.371 -0.002 0.005 -0.539 0.268 -0.004 0.133 -0.031 -0.164 -0.024 -0.140 0.040 -0.004 -0.023 0.025 -0.003 -0.003 -0.003 0.002 0.187 | -| p4415_s | -0.077 -0.016 -0.003 1.000 0.226 0.050 -0.012 0.125 -0.137 -0.005 -0.091 -0.014 0.266 0.061 -0.007 -0.000 -0.014 -0.003 0.000 -0.017 -0.001 -0.017 0.020 0.035 | -| Ctt | -0.229 0.182 -0.371 0.226 1.000 -0.103 -0.284 0.346 -0.083 0.138 -0.074 0.626 0.248 -0.100 0.154 -0.002 0.019 -0.169 0.006 0.112 0.006 0.114 -0.113 -0.272 | -| bplus_0 | 0.136 0.154 -0.002 0.050 -0.103 1.000 0.137 -0.007 -0.097 -0.457 0.279 -0.364 -0.008 -0.728 0.022 0.003 -0.212 0.057 0.000 -0.505 -0.044 -0.511 0.526 -0.011 | -| Dbar_p | 0.315 0.241 0.005 -0.012 -0.284 0.137 1.000 -0.080 -0.087 -0.082 -0.116 -0.093 -0.089 0.121 -0.012 0.003 -0.048 -0.045 0.019 -0.102 -0.008 -0.103 0.108 -0.075 | -| p4040_s | -0.161 -0.028 -0.539 0.125 0.346 -0.007 -0.080 1.000 -0.233 0.059 -0.164 0.105 0.043 0.021 -0.005 0.002 0.007 0.095 -0.001 0.044 0.006 0.045 -0.043 -0.237 | -| p4415_p | 0.044 -0.057 0.268 -0.137 -0.083 -0.097 -0.087 -0.233 1.000 0.118 -0.064 0.222 -0.232 -0.077 -0.097 0.022 0.035 -0.020 0.012 0.112 0.011 0.114 -0.114 0.116 | -| rho_p | -0.129 -0.353 -0.004 -0.005 0.138 -0.457 -0.082 0.059 0.118 1.000 -0.245 0.497 0.079 0.289 -0.042 -0.002 0.421 -0.008 0.002 0.878 0.148 0.904 -0.852 0.023 | -| DDstar_p | 0.252 0.183 0.133 -0.091 -0.074 0.279 -0.116 -0.164 -0.064 -0.245 1.000 -0.328 -0.129 0.229 -0.045 0.034 -0.107 0.097 0.004 -0.266 -0.028 -0.270 0.277 0.045 | -| bplus_2 | -0.142 -0.051 -0.031 -0.014 0.626 -0.364 -0.093 0.105 0.222 0.497 -0.328 1.000 0.137 -0.073 -0.037 0.001 0.131 -0.090 0.004 0.444 0.054 0.451 -0.444 -0.021 | -| p4160_s | -0.087 -0.060 -0.164 0.266 0.248 -0.008 -0.089 0.043 -0.232 0.079 -0.129 0.137 1.000 0.021 -0.086 0.006 0.009 0.001 0.003 0.060 0.008 0.061 -0.058 0.310 | -| bplus_1 | 0.058 -0.097 -0.024 0.061 -0.100 -0.728 0.121 0.021 -0.077 0.289 0.229 -0.073 0.021 1.000 0.001 0.002 0.135 0.048 0.001 0.307 0.036 0.311 -0.313 -0.010 | -| psi2s_p | -0.013 -0.021 -0.140 -0.007 0.154 0.022 -0.012 -0.005 -0.097 -0.042 -0.045 -0.037 -0.086 0.001 1.000 0.027 -0.021 -0.404 0.027 -0.044 -0.008 -0.044 0.044 -0.224 | -| DDstar_s | 0.028 0.054 0.040 -0.000 -0.002 0.003 0.003 0.002 0.022 -0.002 0.034 0.001 0.006 0.002 0.027 1.000 -0.001 0.025 -0.002 -0.002 0.000 -0.002 0.002 0.027 | -| phi_s | -0.058 -0.147 -0.004 -0.014 0.019 -0.212 -0.048 0.007 0.035 0.421 -0.107 0.131 0.009 0.135 -0.021 -0.001 1.000 -0.017 0.001 0.401 0.693 0.404 -0.382 0.003 | -| p3770_s | -0.256 -0.039 -0.023 -0.003 -0.169 0.057 -0.045 0.095 -0.020 -0.008 0.097 -0.090 0.001 0.048 -0.404 0.025 -0.017 1.000 0.025 -0.019 -0.002 -0.019 0.020 -0.061 | -| Dbar_s | 0.034 0.042 0.025 0.000 0.006 0.000 0.019 -0.001 0.012 0.002 0.004 0.004 0.003 0.001 0.027 -0.002 0.001 0.025 1.000 0.002 0.001 0.002 -0.002 0.020 | -| omega_p | -0.136 -0.345 -0.003 -0.017 0.112 -0.505 -0.102 0.044 0.112 0.878 -0.266 0.444 0.060 0.307 -0.044 -0.002 0.401 -0.019 0.002 1.000 0.096 0.988 -0.959 0.021 | -| phi_p | -0.019 -0.068 -0.003 -0.001 0.006 -0.044 -0.008 0.006 0.011 0.148 -0.028 0.054 0.008 0.036 -0.008 0.000 0.693 -0.002 0.001 0.096 1.000 0.094 -0.081 0.001 | -| omega_s | -0.137 -0.350 -0.003 -0.017 0.114 -0.511 -0.103 0.045 0.114 0.904 -0.270 0.451 0.061 0.311 -0.044 -0.002 0.404 -0.019 0.002 0.988 0.094 1.000 -0.974 0.022 | -| rho_s | 0.139 0.342 0.002 0.020 -0.113 0.526 0.108 -0.043 -0.114 -0.852 0.277 -0.444 -0.058 -0.313 0.044 0.002 -0.382 0.020 -0.002 -0.959 -0.081 -0.974 1.000 -0.022 | -| p4040_p | 0.129 -0.105 0.187 0.035 -0.272 -0.011 -0.075 -0.237 0.116 0.023 0.045 -0.021 0.310 -0.010 -0.224 0.027 0.003 -0.061 0.020 0.021 0.001 0.022 -0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10085532225996596}), (, {'error': 0.02715731541223443}), (, {'error': 0.10745066353197963}), (, {'error': 0.1865018103320607}), (, {'error': 0.20032020132646744}), (, {'error': 0.018680348826408455}), (, {'error': 0.2815435967179152}), (, {'error': 0.16873110329700997}), (, {'error': 0.21725736789655992}), (, {'error': 0.5406198119969332}), (, {'error': 0.30214492135556803}), (, {'error': 0.10167889069812852}), (, {'error': 0.16279966050889105}), (, {'error': 0.03428173614256724}), (, {'error': 0.030916280442157884}), (, {'error': 0.02083181145974089}), (, {'error': 1.2185806827418757}), (, {'error': 0.22237177232959615}), (, {'error': 0.015425407933346652}), (, {'error': 2.064051754675546}), (, {'error': 0.2696860987906562}), (, {'error': 2.6656087129949095}), (, {'error': 1.657501915872609}), (, {'error': 0.21160255646484183})]) -Toy 9/25 -Time taken: 1 h, 7 min -Projected time left: 2 h, 16 s -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1293 (1293 total) | -| EDM = 9.18E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297321.0743913942 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.712 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.79 | 0.18 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -1.29 | 0.23 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.464 | 0.019 | | | -2 | 2 | | -| 6 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.78 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 5.24 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.68 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -3.62 | 0.25 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.46 | 0.09 | | | -2 | 2 | | -| 12| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.85 | 0.03 | | | -2 | 2 | | -| 14| psi2s_p | 1.99 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 16| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.93 | 0.24 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.020 | 0.350 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -5.38 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.76 | 0.28 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -3.10 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.024 -0.001 -0.073 -0.258 0.017 0.038 -0.241 0.109 -0.038 0.278 -0.184 0.009 0.051 0.050 0.000 0.017 -0.067 -0.012 0.003 0.012 -0.003 0.015 0.167 | -| jpsi_p | 0.024 1.000 0.000 0.019 0.318 -0.070 0.050 0.051 0.046 -0.074 0.417 0.187 0.002 0.017 0.035 0.019 0.036 -0.023 0.006 0.002 0.022 -0.012 0.029 -0.015 | -| p4160_p | -0.001 0.000 1.000 -0.002 -0.001 -0.000 -0.000 0.009 0.005 -0.001 0.000 -0.002 -0.002 -0.001 0.004 -0.000 0.001 -0.000 -0.000 0.000 0.000 -0.000 0.000 -0.003 | -| p4415_s | -0.073 0.019 -0.002 1.000 0.265 0.017 0.003 0.030 -0.028 0.066 -0.046 0.181 0.004 0.012 -0.043 0.009 -0.035 -0.061 0.009 -0.005 -0.020 0.000 -0.004 0.064 | -| Ctt | -0.258 0.318 -0.001 0.265 1.000 -0.025 0.007 0.461 -0.086 0.110 -0.057 0.799 -0.014 -0.186 0.137 0.008 -0.047 -0.388 0.030 -0.008 -0.024 0.001 -0.025 -0.170 | -| bplus_0 | 0.017 -0.070 -0.000 0.017 -0.025 1.000 0.004 0.000 0.010 0.056 0.029 -0.133 0.001 -0.902 -0.009 0.000 -0.025 0.042 -0.002 -0.006 -0.002 -0.040 0.226 0.026 | -| Dbar_p | 0.038 0.050 -0.000 0.003 0.007 0.004 1.000 -0.003 0.002 0.005 -0.005 0.008 0.001 0.001 0.025 -0.000 -0.002 0.020 0.004 -0.000 -0.001 0.000 0.000 0.013 | -| p4040_s | -0.241 0.051 0.009 0.030 0.461 0.000 -0.003 1.000 -0.198 0.044 -0.105 0.228 -0.013 -0.015 0.113 0.002 -0.018 -0.057 0.002 -0.003 -0.011 -0.000 -0.002 -0.244 | -| p4415_p | 0.109 0.046 0.005 -0.028 -0.086 0.010 0.002 -0.198 1.000 0.040 0.050 0.156 0.007 -0.102 -0.077 0.008 -0.025 0.035 0.009 -0.002 -0.014 0.003 -0.018 -0.041 | -| rho_p | -0.038 -0.074 -0.001 0.066 0.110 0.056 0.005 0.044 0.040 1.000 0.025 0.238 -0.000 -0.035 0.012 0.000 -0.164 0.005 -0.001 -0.220 -0.231 0.026 0.165 0.047 | -| DDstar_p | 0.278 0.417 0.000 -0.046 -0.057 0.029 -0.005 -0.105 0.050 0.025 1.000 -0.107 0.009 0.198 0.136 0.010 -0.004 0.209 0.002 -0.000 0.003 -0.004 0.029 0.148 | -| bplus_2 | -0.184 0.187 -0.002 0.181 0.799 -0.133 0.008 0.228 0.156 0.238 -0.107 1.000 -0.005 -0.165 -0.010 0.015 -0.127 -0.241 0.016 -0.015 -0.077 0.016 -0.095 -0.038 | -| p4160_s | 0.009 0.002 -0.002 0.004 -0.014 0.001 0.001 -0.013 0.007 -0.000 0.009 -0.005 1.000 0.000 -0.003 0.000 -0.000 0.005 0.000 0.000 0.000 0.000 0.000 -0.007 | -| bplus_1 | 0.051 0.017 -0.001 0.012 -0.186 -0.902 0.001 -0.015 -0.102 -0.035 0.198 -0.165 0.000 1.000 0.072 -0.018 0.016 0.092 -0.018 0.005 -0.007 0.037 -0.188 0.055 | -| psi2s_p | 0.050 0.035 0.004 -0.043 0.137 -0.009 0.025 0.113 -0.077 0.012 0.136 -0.010 -0.003 0.072 1.000 0.014 -0.007 -0.458 0.015 -0.001 -0.006 -0.002 0.008 -0.234 | -| DDstar_s | 0.000 0.019 -0.000 0.009 0.008 0.000 -0.000 0.002 0.008 0.000 0.010 0.015 0.000 -0.018 0.014 1.000 -0.001 0.005 -0.001 0.000 0.000 0.000 -0.003 0.017 | -| phi_s | 0.017 0.036 0.001 -0.035 -0.047 -0.025 -0.002 -0.018 -0.025 -0.164 -0.004 -0.127 -0.000 0.016 -0.007 -0.001 1.000 -0.012 0.000 0.027 0.528 -0.012 0.010 -0.032 | -| p3770_s | -0.067 -0.023 -0.000 -0.061 -0.388 0.042 0.020 -0.057 0.035 0.005 0.209 -0.241 0.005 0.092 -0.458 0.005 -0.012 1.000 0.008 0.000 -0.005 -0.001 0.008 0.134 | -| Dbar_s | -0.012 0.006 -0.000 0.009 0.030 -0.002 0.004 0.002 0.009 -0.001 0.002 0.016 0.000 -0.018 0.015 -0.001 0.000 0.008 1.000 0.000 0.000 0.000 -0.002 0.017 | -| omega_p | 0.003 0.002 0.000 -0.005 -0.008 -0.006 -0.000 -0.003 -0.002 -0.220 -0.000 -0.015 0.000 0.005 -0.001 0.000 0.027 0.000 0.000 1.000 0.024 0.261 0.118 -0.003 | -| phi_p | 0.012 0.022 0.000 -0.020 -0.024 -0.002 -0.001 -0.011 -0.014 -0.231 0.003 -0.077 0.000 -0.007 -0.006 0.000 0.528 -0.005 0.000 0.024 1.000 -0.049 0.109 -0.019 | -| omega_s | -0.003 -0.012 -0.000 0.000 0.001 -0.040 0.000 -0.000 0.003 0.026 -0.004 0.016 0.000 0.037 -0.002 0.000 -0.012 -0.001 0.000 0.261 -0.049 1.000 -0.206 0.001 | -| rho_s | 0.015 0.029 0.000 -0.004 -0.025 0.226 0.000 -0.002 -0.018 0.165 0.029 -0.095 0.000 -0.188 0.008 -0.003 0.010 0.008 -0.002 0.118 0.109 -0.206 1.000 -0.002 | -| p4040_p | 0.167 -0.015 -0.003 0.064 -0.170 0.026 0.013 -0.244 -0.041 0.047 0.148 -0.038 -0.007 0.055 -0.234 0.017 -0.032 0.134 0.017 -0.003 -0.019 0.001 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10348134068376047}), (, {'error': 0.028443294578219813}), (, {'error': 0.012326288900379012}), (, {'error': 0.18218162049869435}), (, {'error': 0.23038938448261592}), (, {'error': 0.018529723277348253}), (, {'error': 0.06079475450308314}), (, {'error': 0.16977530763748472}), (, {'error': 0.24299021076273863}), (, {'error': 0.22538632526926872}), (, {'error': 0.25121308073343473}), (, {'error': 0.08905250808924403}), (, {'error': 0.014107141069791385}), (, {'error': 0.034764913898666094}), (, {'error': 0.031642473435296026}), (, {'error': 0.010456083280110828}), (, {'error': 0.9570675244605535}), (, {'error': 0.24420379798217828}), (, {'error': 0.014171834761272428}), (, {'error': 0.35021972271948654}), (, {'error': 0.16940576532763307}), (, {'error': 3.362803383371463}), (, {'error': 0.2779579326916173}), (, {'error': 0.1899793683716633})]) -Toy 10/25 -Time taken: 1 h, 14 min -Projected time left: 1 h, 52 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1720 (1720 total) | -| EDM = 0.0127 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297388.9968123244 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.72 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.63 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.04 | 0.12 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.10 | 0.17 | | |0.126447 | 2.35355 | | -| 4 | Ctt | 0.04 | 0.14 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.449 | 0.009 | | | -2 | 2 | | -| 6 | Dbar_p | 3.1 | 1.3 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.09 | 0.20 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.36 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.44 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 5.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.19 | 0.05 | | | -2 | 2 | | -| 12| p4160_s | 2.56 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.868 | 0.017 | | | -2 | 2 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.27 | 0.58 | | | -0.3 | 0.3 | | -| 16| phi_s | 21.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.95 | 0.22 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.18 | 0.14 | | | -0.3 | 0.3 | | -| 19| omega_p | -5.85 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -5.35 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.72 | 0.26 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.48 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.138 -0.053 -0.113 0.109 -0.219 -0.415 -0.248 -0.157 -0.000 0.169 0.020 -0.184 -0.234 -0.049 0.282 -0.019 -0.088 0.209 -0.011 -0.001 -0.022 0.035 0.058 | -| jpsi_p | -0.138 1.000 0.718 0.090 -0.472 0.491 0.609 0.549 0.631 -0.004 -0.654 0.037 0.392 0.509 0.577 -0.827 0.038 0.274 -0.654 0.027 0.021 0.048 -0.090 0.471 | -| p4160_p | -0.053 0.718 1.000 0.093 -0.464 0.498 0.576 0.340 0.672 -0.012 -0.671 -0.039 0.310 0.506 0.478 -0.766 0.049 0.226 -0.585 0.027 0.024 0.049 -0.085 0.512 | -| p4415_s | -0.113 0.090 0.093 1.000 0.071 0.020 0.157 0.201 0.050 -0.005 -0.063 0.087 0.292 0.016 0.087 -0.154 0.006 0.011 -0.156 0.003 0.005 0.004 -0.006 0.066 | -| Ctt | 0.109 -0.472 -0.464 0.071 1.000 -0.286 -0.484 -0.194 -0.351 0.032 0.376 -0.337 -0.109 -0.286 -0.110 0.499 -0.045 -0.082 0.550 -0.016 -0.014 -0.033 0.048 -0.328 | -| bplus_0 | -0.219 0.491 0.498 0.020 -0.286 1.000 0.580 0.410 0.483 -0.050 -0.390 -0.172 0.284 0.186 0.356 -0.647 0.084 0.072 -0.483 0.027 0.027 0.063 -0.132 0.306 | -| Dbar_p | -0.415 0.609 0.576 0.157 -0.484 0.580 1.000 0.627 0.630 -0.026 -0.782 -0.095 0.484 0.585 0.408 -0.890 0.061 -0.004 -0.793 0.027 0.024 0.053 -0.094 0.309 | -| p4040_s | -0.248 0.549 0.340 0.201 -0.194 0.410 0.627 1.000 0.443 0.003 -0.507 -0.047 0.381 0.420 0.376 -0.687 0.033 0.173 -0.567 0.024 0.016 0.042 -0.074 0.229 | -| p4415_p | -0.157 0.631 0.672 0.050 -0.351 0.483 0.630 0.443 1.000 0.003 -0.590 -0.106 0.306 0.497 0.427 -0.742 0.039 0.165 -0.588 0.027 0.018 0.048 -0.084 0.438 | -| rho_p | -0.000 -0.004 -0.012 -0.005 0.032 -0.050 -0.026 0.003 0.003 1.000 0.022 -0.213 0.016 -0.055 -0.010 0.024 -0.101 0.019 0.012 -0.024 -0.207 0.087 0.173 0.002 | -| DDstar_p | 0.169 -0.654 -0.671 -0.063 0.376 -0.390 -0.782 -0.507 -0.590 0.022 1.000 0.011 -0.379 -0.391 -0.464 0.794 -0.050 -0.173 0.636 -0.023 -0.029 -0.039 0.062 -0.422 | -| bplus_2 | 0.020 0.037 -0.039 0.087 -0.337 -0.172 -0.095 -0.047 -0.106 -0.213 0.011 1.000 -0.078 -0.172 0.014 0.048 0.110 0.029 0.113 -0.018 0.052 -0.019 0.047 -0.019 | -| p4160_s | -0.184 0.392 0.310 0.292 -0.109 0.284 0.484 0.381 0.306 0.016 -0.379 -0.078 1.000 0.291 0.259 -0.517 0.014 0.095 -0.431 0.018 0.009 0.030 -0.055 0.431 | -| bplus_1 | -0.234 0.509 0.506 0.016 -0.286 0.186 0.585 0.420 0.497 -0.055 -0.391 -0.172 0.291 1.000 0.362 -0.656 0.056 0.071 -0.489 0.018 0.031 0.035 -0.067 0.314 | -| psi2s_p | -0.049 0.577 0.478 0.087 -0.110 0.356 0.408 0.376 0.427 -0.010 -0.464 0.014 0.259 0.362 1.000 -0.587 0.037 -0.034 -0.436 0.020 0.019 0.036 -0.061 0.257 | -| DDstar_s | 0.282 -0.827 -0.766 -0.154 0.499 -0.647 -0.890 -0.687 -0.742 0.024 0.794 0.048 -0.517 -0.656 -0.587 1.000 -0.069 -0.172 0.856 -0.034 -0.031 -0.063 0.108 -0.474 | -| phi_s | -0.019 0.038 0.049 0.006 -0.045 0.084 0.061 0.033 0.039 -0.101 -0.050 0.110 0.014 0.056 0.037 -0.069 1.000 -0.006 -0.048 0.008 0.406 0.001 -0.021 0.025 | -| p3770_s | -0.088 0.274 0.226 0.011 -0.082 0.072 -0.004 0.173 0.165 0.019 -0.173 0.029 0.095 0.071 -0.034 -0.172 -0.006 1.000 -0.038 0.009 0.004 0.011 -0.023 0.148 | -| Dbar_s | 0.209 -0.654 -0.585 -0.156 0.550 -0.483 -0.793 -0.567 -0.588 0.012 0.636 0.113 -0.431 -0.489 -0.436 0.856 -0.048 -0.038 1.000 -0.026 -0.025 -0.046 0.080 -0.308 | -| omega_p | -0.011 0.027 0.027 0.003 -0.016 0.027 0.027 0.024 0.027 -0.024 -0.023 -0.018 0.018 0.018 0.020 -0.034 0.008 0.009 -0.026 1.000 -0.036 0.636 0.067 0.018 | -| phi_p | -0.001 0.021 0.024 0.005 -0.014 0.027 0.024 0.016 0.018 -0.207 -0.029 0.052 0.009 0.031 0.019 -0.031 0.406 0.004 -0.025 -0.036 1.000 -0.090 0.071 0.013 | -| omega_s | -0.022 0.048 0.049 0.004 -0.033 0.063 0.053 0.042 0.048 0.087 -0.039 -0.019 0.030 0.035 0.036 -0.063 0.001 0.011 -0.046 0.636 -0.090 1.000 -0.267 0.032 | -| rho_s | 0.035 -0.090 -0.085 -0.006 0.048 -0.132 -0.094 -0.074 -0.084 0.173 0.062 0.047 -0.055 -0.067 -0.061 0.108 -0.021 -0.023 0.080 0.067 0.071 -0.267 1.000 -0.056 | -| p4040_p | 0.058 0.471 0.512 0.066 -0.328 0.306 0.309 0.229 0.438 0.002 -0.422 -0.019 0.431 0.314 0.257 -0.474 0.025 0.148 -0.308 0.018 0.013 0.032 -0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10598748820147819}), (, {'error': 0.04183230129002968}), (, {'error': 0.1245768123006501}), (, {'error': 0.17002769532925927}), (, {'error': 0.1356783155702005}), (, {'error': 0.008861683320659841}), (, {'error': 1.3005697665008649}), (, {'error': 0.1972439293108189}), (, {'error': 0.25083920877869703}), (, {'error': 0.2010171052645484}), (, {'error': 0.4368920867308388}), (, {'error': 0.05377010147084427}), (, {'error': 0.16822531295600496}), (, {'error': 0.01743806735919029}), (, {'error': 0.03525404642477259}), (, {'error': 0.583538613745773}), (, {'error': 0.850459963031966}), (, {'error': 0.21572123825374723}), (, {'error': 0.13698413020665157}), (, {'error': 0.2640162657254286}), (, {'error': 0.12181608053913484}), (, {'error': 1.2028616237686092}), (, {'error': 0.2647378715350549}), (, {'error': 0.17611996884010206})]) -Toy 11/25 -Time taken: 1 h, 23 min -Projected time left: 1 h, 46 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1275 (1275 total) | -| EDM = 0.000256 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297230.0908808686 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.57 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.616 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -1.68 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.91 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.63 | 0.20 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.444 | 0.018 | | | -2 | 2 | | -| 6 | Dbar_p | -1.06 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.005 | 0.038 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 4.38 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 2.19 | 0.30 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.28 | 0.08 | | | -2 | 2 | | -| 12| p4160_s | 2.24 | 0.15 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 14| psi2s_p | 1.905 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -5.40 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.154 0.222 -0.066 -0.219 0.032 0.386 0.021 0.031 -0.009 0.253 -0.108 -0.094 0.138 0.073 0.013 0.005 -0.145 0.028 0.000 0.007 -0.016 0.035 -0.010 | -| jpsi_p | 0.154 1.000 0.047 -0.023 0.172 -0.054 0.271 0.001 -0.006 -0.074 0.304 0.077 -0.037 0.123 -0.018 0.044 0.034 0.017 0.046 0.001 0.020 -0.022 0.027 0.003 | -| p4160_p | 0.222 0.047 1.000 -0.039 -0.338 0.020 0.039 0.029 0.234 0.003 0.280 -0.074 -0.157 0.039 -0.123 0.036 -0.007 0.111 0.029 0.000 -0.002 -0.006 0.012 -0.003 | -| p4415_s | -0.066 -0.023 -0.039 1.000 0.204 0.015 0.013 -0.003 -0.128 0.019 -0.050 -0.033 0.322 0.094 0.019 0.001 -0.011 -0.018 0.000 0.000 -0.005 -0.008 0.021 -0.003 | -| Ctt | -0.219 0.172 -0.338 0.204 1.000 -0.016 -0.333 -0.034 0.029 0.091 -0.059 0.719 0.322 -0.203 0.153 0.001 -0.047 -0.279 0.012 -0.000 -0.020 -0.006 0.005 0.015 | -| bplus_0 | 0.032 -0.054 0.020 0.015 -0.016 1.000 0.033 0.001 0.019 -0.005 0.010 -0.036 0.037 -0.845 -0.002 0.000 -0.029 0.045 0.001 0.002 0.012 -0.120 0.280 -0.001 | -| Dbar_p | 0.386 0.271 0.039 0.013 -0.333 0.033 1.000 0.004 -0.106 0.032 -0.088 -0.096 -0.091 0.219 -0.033 0.007 -0.016 0.035 0.022 0.000 -0.003 -0.021 0.053 0.002 | -| p4040_s | 0.021 0.001 0.029 -0.003 -0.034 0.001 0.004 1.000 0.015 -0.001 0.019 -0.010 0.026 0.003 -0.014 0.002 0.000 0.001 0.002 0.000 0.000 -0.000 0.000 -0.436 | -| p4415_p | 0.031 -0.006 0.234 -0.128 0.029 0.019 -0.106 0.015 1.000 0.054 0.012 0.225 -0.215 -0.107 -0.095 0.022 -0.035 0.017 0.013 -0.000 -0.018 -0.002 0.002 -0.004 | -| rho_p | -0.009 -0.074 0.003 0.019 0.091 -0.005 0.032 -0.001 0.054 1.000 -0.004 0.242 0.070 0.022 0.008 -0.000 -0.149 0.015 0.001 0.006 -0.257 0.191 0.205 -0.001 | -| DDstar_p | 0.253 0.304 0.280 -0.050 -0.059 0.010 -0.088 0.019 0.012 -0.004 1.000 -0.207 -0.065 0.316 0.085 0.021 0.010 0.224 -0.003 0.000 0.010 -0.023 0.061 -0.009 | -| bplus_2 | -0.108 0.077 -0.074 -0.033 0.719 -0.036 -0.096 -0.010 0.225 0.242 -0.207 1.000 0.182 -0.272 -0.021 0.011 -0.139 -0.140 0.007 -0.001 -0.072 -0.001 0.003 0.004 | -| p4160_s | -0.094 -0.037 -0.157 0.322 0.322 0.037 -0.091 0.026 -0.215 0.070 -0.065 0.182 1.000 -0.007 -0.056 0.009 -0.044 0.005 0.003 -0.000 -0.021 -0.010 0.024 -0.018 | -| bplus_1 | 0.138 0.123 0.039 0.094 -0.203 -0.845 0.219 0.003 -0.107 0.022 0.316 -0.272 -0.007 1.000 0.062 -0.013 0.019 0.088 -0.005 -0.001 -0.015 0.088 -0.191 -0.002 | -| psi2s_p | 0.073 -0.018 -0.123 0.019 0.153 -0.002 -0.033 -0.014 -0.095 0.008 0.085 -0.021 -0.056 0.062 1.000 0.028 -0.008 -0.448 0.033 0.000 -0.005 -0.007 0.015 0.013 | -| DDstar_s | 0.013 0.044 0.036 0.001 0.001 0.000 0.007 0.002 0.022 -0.000 0.021 0.011 0.009 -0.013 0.028 1.000 0.000 0.017 -0.002 -0.000 0.001 0.001 -0.002 -0.001 | -| phi_s | 0.005 0.034 -0.007 -0.011 -0.047 -0.029 -0.016 0.000 -0.035 -0.149 0.010 -0.139 -0.044 0.019 -0.008 0.000 1.000 -0.016 -0.000 -0.001 0.497 -0.011 -0.049 0.001 | -| p3770_s | -0.145 0.017 0.111 -0.018 -0.279 0.045 0.035 0.001 0.017 0.015 0.224 -0.140 0.005 0.088 -0.448 0.017 -0.016 1.000 0.028 0.000 -0.006 -0.011 0.023 -0.001 | -| Dbar_s | 0.028 0.046 0.029 0.000 0.012 0.001 0.022 0.002 0.013 0.001 -0.003 0.007 0.003 -0.005 0.033 -0.002 -0.000 0.028 1.000 -0.000 0.001 -0.000 -0.000 -0.001 | -| omega_p | 0.000 0.001 0.000 0.000 -0.000 0.002 0.000 0.000 -0.000 0.006 0.000 -0.001 -0.000 -0.001 0.000 -0.000 -0.001 0.000 -0.000 1.000 0.005 -0.069 0.012 -0.000 | -| phi_p | 0.007 0.020 -0.002 -0.005 -0.020 0.012 -0.003 0.000 -0.018 -0.257 0.010 -0.072 -0.021 -0.015 -0.005 0.001 0.497 -0.006 0.001 0.005 1.000 -0.103 0.047 0.000 | -| omega_s | -0.016 -0.022 -0.006 -0.008 -0.006 -0.120 -0.021 -0.000 -0.002 0.191 -0.023 -0.001 -0.010 0.088 -0.007 0.001 -0.011 -0.011 -0.000 -0.069 -0.103 1.000 -0.444 0.000 | -| rho_s | 0.035 0.027 0.012 0.021 0.005 0.280 0.053 0.000 0.002 0.205 0.061 0.003 0.024 -0.191 0.015 -0.002 -0.049 0.023 -0.000 0.012 0.047 -0.444 1.000 -0.001 | -| p4040_p | -0.010 0.003 -0.003 -0.003 0.015 -0.001 0.002 -0.436 -0.004 -0.001 -0.009 0.004 -0.018 -0.002 0.013 -0.001 0.001 -0.001 -0.001 -0.000 0.000 0.000 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10620842289343213}), (, {'error': 0.027521711014655725}), (, {'error': 0.09047642172195891}), (, {'error': 0.18700750377566028}), (, {'error': 0.1983136291993266}), (, {'error': 0.017952043746055635}), (, {'error': 0.30725798235310986}), (, {'error': 0.03842830642398941}), (, {'error': 0.22625788813243286}), (, {'error': 0.3336205416043718}), (, {'error': 0.2976981578372495}), (, {'error': 0.07995997516729136}), (, {'error': 0.1506906783124362}), (, {'error': 0.03691836853181485}), (, {'error': 0.03078243920263901}), (, {'error': 0.01683406421229572}), (, {'error': 0.931266453714672}), (, {'error': 0.22991479961609262}), (, {'error': 0.01767105895412857}), (, {'error': 0.06567992707962222}), (, {'error': 0.15502439028540227}), (, {'error': 0.879955934694066}), (, {'error': 0.33460872195043007}), (, {'error': 8.130468693798774})]) -Toy 12/25 -Time taken: 1 h, 31 min -Projected time left: 1 h, 38 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1313 (1313 total) | -| EDM = 0.000346 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297481.36613458185 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -6.28 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.498 | 0.026 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.47 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.22 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | 0.52 | 0.18 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.416 | 0.017 | | | -2 | 2 | | -| 6 | Dbar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.74 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.009E-1 | 0.769E-1 | | | -2 | 2 | | -| 12| p4160_s | 2.03 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 14| psi2s_p | 1.881 | 0.030 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 16| phi_s | 16.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -0.30 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.90 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.007 -0.010 0.002 0.013 -0.003 -0.021 0.003 -0.004 0.002 -0.006 0.003 0.001 -0.004 0.006 -0.003 0.000 -0.001 -0.002 -0.000 0.000 0.001 -0.002 -0.006 | -| jpsi_p | -0.007 1.000 0.120 -0.025 -0.340 0.076 0.437 -0.005 0.064 -0.010 -0.234 -0.067 -0.037 -0.041 0.137 0.054 -0.031 -0.000 0.035 0.008 -0.014 -0.019 0.015 0.030 | -| p4160_p | -0.010 0.120 1.000 0.016 -0.336 0.048 0.237 -0.516 0.302 0.003 -0.023 0.092 -0.126 -0.089 -0.108 0.070 -0.012 0.002 0.033 0.002 -0.002 -0.006 0.013 0.093 | -| p4415_s | 0.002 -0.025 0.016 1.000 0.207 0.017 -0.016 0.117 -0.128 -0.007 -0.039 -0.069 0.291 0.097 0.047 -0.009 -0.004 -0.001 -0.006 0.002 0.004 -0.010 0.029 0.094 | -| Ctt | 0.013 -0.340 -0.336 0.207 1.000 0.002 -0.327 0.354 -0.089 0.065 -0.066 0.617 0.237 -0.111 0.201 -0.026 -0.036 0.001 0.012 -0.003 0.006 -0.005 0.088 -0.170 | -| bplus_0 | -0.003 0.076 0.048 0.017 0.002 1.000 0.012 0.011 0.042 -0.266 0.016 0.139 0.044 -0.778 0.042 -0.003 -0.015 -0.000 -0.002 0.047 0.018 -0.157 0.219 0.049 | -| Dbar_p | -0.021 0.437 0.237 -0.016 -0.327 0.012 1.000 -0.090 0.066 -0.029 -0.083 -0.095 -0.068 0.153 0.211 -0.007 0.001 0.002 0.012 0.005 0.005 -0.018 0.031 0.063 | -| p4040_s | 0.003 -0.005 -0.516 0.117 0.354 0.011 -0.090 1.000 -0.232 0.017 -0.144 0.051 -0.019 0.002 0.123 -0.019 -0.007 -0.003 -0.012 -0.001 0.005 -0.001 0.025 -0.203 | -| p4415_p | -0.004 0.064 0.302 -0.128 -0.089 0.042 0.066 -0.232 1.000 0.044 -0.200 0.266 -0.199 -0.196 -0.064 0.035 -0.019 0.001 0.018 -0.003 0.002 0.005 0.024 0.106 | -| rho_p | 0.002 -0.010 0.003 -0.007 0.065 -0.266 -0.029 0.017 0.044 1.000 -0.095 0.151 0.026 0.152 -0.001 -0.009 0.089 -0.000 -0.000 -0.114 0.062 0.541 -0.009 0.018 | -| DDstar_p | -0.006 -0.234 -0.023 -0.039 -0.066 0.016 -0.083 -0.144 -0.200 -0.095 1.000 -0.321 -0.114 0.505 -0.120 0.069 0.002 0.003 0.015 0.018 0.001 -0.054 0.087 -0.083 | -| bplus_2 | 0.003 -0.067 0.092 -0.069 0.617 0.139 -0.095 0.051 0.266 0.151 -0.321 1.000 0.120 -0.446 0.080 -0.029 -0.068 0.000 -0.006 -0.009 0.026 -0.002 0.184 0.096 | -| p4160_s | 0.001 -0.037 -0.126 0.291 0.237 0.044 -0.068 -0.019 -0.199 0.026 -0.114 0.120 1.000 -0.018 -0.023 -0.002 -0.018 -0.001 -0.001 -0.000 0.007 -0.007 0.052 0.380 | -| bplus_1 | -0.004 -0.041 -0.089 0.097 -0.111 -0.778 0.153 0.002 -0.196 0.152 0.505 -0.446 -0.018 1.000 -0.006 0.040 0.019 0.001 -0.001 -0.026 -0.004 0.089 -0.099 -0.081 | -| psi2s_p | 0.006 0.137 -0.108 0.047 0.201 0.042 0.211 0.123 -0.064 -0.001 -0.120 0.080 -0.023 -0.006 1.000 0.037 -0.015 0.006 0.037 0.004 -0.001 -0.013 0.033 -0.198 | -| DDstar_s | -0.003 0.054 0.070 -0.009 -0.026 -0.003 -0.007 -0.019 0.035 -0.009 0.069 -0.029 -0.002 0.040 0.037 1.000 0.002 0.000 -0.001 0.001 0.001 -0.004 0.003 0.037 | -| phi_s | 0.000 -0.031 -0.012 -0.004 -0.036 -0.015 0.001 -0.007 -0.019 0.089 0.002 -0.068 -0.018 0.019 -0.015 0.002 1.000 0.000 0.001 -0.020 0.722 0.021 0.094 -0.016 | -| p3770_s | -0.001 -0.000 0.002 -0.001 0.001 -0.000 0.002 -0.003 0.001 -0.000 0.003 0.000 -0.001 0.001 0.006 0.000 0.000 1.000 -0.000 0.000 -0.000 -0.000 0.000 0.002 | -| Dbar_s | -0.002 0.035 0.033 -0.006 0.012 -0.002 0.012 -0.012 0.018 -0.000 0.015 -0.006 -0.001 -0.001 0.037 -0.001 0.001 -0.000 1.000 -0.000 0.000 0.001 -0.003 0.026 | -| omega_p | -0.000 0.008 0.002 0.002 -0.003 0.047 0.005 -0.001 -0.003 -0.114 0.018 -0.009 -0.000 -0.026 0.004 0.001 -0.020 0.000 -0.000 1.000 -0.002 -0.465 0.102 0.000 | -| phi_p | 0.000 -0.014 -0.002 0.004 0.006 0.018 0.005 0.005 0.002 0.062 0.001 0.026 0.007 -0.004 -0.001 0.001 0.722 -0.000 0.000 -0.002 1.000 -0.030 0.106 0.001 | -| omega_s | 0.001 -0.019 -0.006 -0.010 -0.005 -0.157 -0.018 -0.001 0.005 0.541 -0.054 -0.002 -0.007 0.089 -0.013 -0.004 0.021 -0.000 0.001 -0.465 -0.030 1.000 -0.208 -0.004 | -| rho_s | -0.002 0.015 0.013 0.029 0.088 0.219 0.031 0.025 0.024 -0.009 0.087 0.184 0.052 -0.099 0.033 0.003 0.094 0.000 -0.003 0.102 0.106 -0.208 1.000 0.026 | -| p4040_p | -0.006 0.030 0.093 0.094 -0.170 0.049 0.063 -0.203 0.106 0.018 -0.083 0.096 0.380 -0.081 -0.198 0.037 -0.016 0.002 0.026 0.000 0.001 -0.004 0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03290603275322246}), (, {'error': 0.0262293016104862}), (, {'error': 0.10652444770250136}), (, {'error': 0.18730737789283203}), (, {'error': 0.1766254294197689}), (, {'error': 0.016904316499312788}), (, {'error': 0.33133131477796174}), (, {'error': 0.17500811560385549}), (, {'error': 0.17925405419748608}), (, {'error': 0.40178322022241986}), (, {'error': 0.3971956103375516}), (, {'error': 0.07690130672321915}), (, {'error': 0.16848679118975196}), (, {'error': 0.03975515039566857}), (, {'error': 0.02959060955901638}), (, {'error': 0.03667867767902644}), (, {'error': 1.1231829725905484}), (, {'error': 0.009785843232435032}), (, {'error': 0.01800318722068872}), (, {'error': 0.5057829094845152}), (, {'error': 0.26866953648148684}), (, {'error': 1.1073719348056077}), (, {'error': 0.3799793892195905}), (, {'error': 0.23261837354865866})]) -Toy 13/25 -Time taken: 1 h, 38 min -Projected time left: 1 h, 31 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1267 (1267 total) | -| EDM = 1.34E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297195.8124489498 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.675 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.25 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.42 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.66 | 0.22 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 6 | Dbar_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.13 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -1.80 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.25 | 0.10 | | | -2 | 2 | | -| 12| p4160_s | 2.50 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.90 | 0.07 | | | -2 | 2 | | -| 14| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 16| phi_s | 17.6 | 2.3 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.49 | 0.23 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.17 | 0.13 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.16 | 0.33 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.027 | 0.558 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 5.5 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 4.21 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.048 0.119 -0.067 -0.243 0.018 -0.005 -0.158 0.031 -0.023 0.061 0.065 -0.077 -0.072 0.014 0.030 -0.010 -0.203 0.255 -0.003 -0.013 -0.007 0.003 0.133 | -| jpsi_p | -0.048 1.000 -0.030 -0.006 0.252 0.121 0.035 0.030 0.050 -0.096 -0.210 -0.218 0.010 -0.003 0.012 0.044 -0.054 -0.083 0.067 -0.009 -0.072 -0.011 -0.041 -0.069 | -| p4160_p | 0.119 -0.030 1.000 0.011 -0.234 0.059 0.050 -0.451 0.328 0.000 -0.080 -0.056 -0.157 0.057 -0.087 0.035 -0.002 0.056 -0.167 0.004 -0.006 0.019 -0.043 0.315 | -| p4415_s | -0.067 -0.006 0.011 1.000 0.199 -0.049 -0.005 0.152 -0.092 0.026 -0.048 0.010 0.270 -0.024 0.011 -0.003 -0.004 -0.003 0.030 -0.003 0.004 -0.009 0.027 0.007 | -| Ctt | -0.243 0.252 -0.234 0.199 1.000 0.076 0.067 0.337 0.013 0.095 0.075 -0.633 0.285 0.056 0.272 -0.006 -0.004 -0.082 -0.443 0.003 0.007 0.025 -0.037 -0.196 | -| bplus_0 | 0.018 0.121 0.059 -0.049 0.076 1.000 0.014 -0.024 0.052 0.077 -0.142 -0.199 -0.027 -0.918 0.022 -0.011 0.035 0.014 -0.107 0.041 -0.011 0.179 -0.355 0.030 | -| Dbar_p | -0.005 0.035 0.050 -0.005 0.067 0.014 1.000 0.013 0.035 -0.002 0.059 -0.006 0.007 0.003 0.050 0.000 0.002 0.060 -0.155 0.001 0.001 0.004 -0.009 0.049 | -| p4040_s | -0.158 0.030 -0.451 0.152 0.337 -0.024 0.013 1.000 -0.158 0.055 -0.145 -0.138 0.181 0.038 0.015 -0.008 -0.002 0.110 -0.104 0.000 0.008 0.005 0.004 -0.172 | -| p4415_p | 0.031 0.050 0.328 -0.092 0.013 0.052 0.035 -0.158 1.000 0.050 -0.171 -0.255 -0.203 0.096 -0.017 0.012 -0.000 0.052 -0.169 0.005 0.003 0.026 -0.042 0.204 | -| rho_p | -0.023 -0.096 0.000 0.026 0.095 0.077 -0.002 0.055 0.050 1.000 -0.032 -0.276 0.067 -0.080 -0.001 -0.001 0.223 0.014 0.023 -0.123 0.216 0.203 0.104 -0.000 | -| DDstar_p | 0.061 -0.210 -0.080 -0.048 0.075 -0.142 0.059 -0.145 -0.171 -0.032 1.000 0.249 -0.071 -0.098 -0.122 0.042 -0.012 0.085 -0.320 -0.014 -0.007 -0.049 0.096 -0.004 | -| bplus_2 | 0.065 -0.218 -0.056 0.010 -0.633 -0.199 -0.006 -0.138 -0.255 -0.276 0.249 1.000 -0.151 -0.022 -0.070 0.019 -0.003 0.044 0.055 -0.013 -0.032 -0.079 0.086 -0.004 | -| p4160_s | -0.077 0.010 -0.157 0.270 0.285 -0.027 0.007 0.181 -0.203 0.067 -0.071 -0.151 1.000 0.009 -0.020 -0.001 -0.004 0.034 -0.055 -0.001 0.009 0.003 0.011 0.260 | -| bplus_1 | -0.072 -0.003 0.057 -0.024 0.056 -0.918 0.003 0.038 0.096 -0.080 -0.098 -0.022 0.009 1.000 0.043 -0.011 -0.034 -0.008 -0.047 -0.035 0.007 -0.155 0.294 0.045 | -| psi2s_p | 0.014 0.012 -0.087 0.011 0.272 0.022 0.050 0.015 -0.017 -0.001 -0.122 -0.070 -0.020 0.043 1.000 0.014 -0.006 -0.428 -0.177 0.001 -0.008 0.006 -0.017 -0.147 | -| DDstar_s | 0.030 0.044 0.035 -0.003 -0.006 -0.011 0.000 -0.008 0.012 -0.001 0.042 0.019 -0.001 -0.011 0.014 1.000 -0.000 0.028 -0.006 -0.001 0.000 -0.004 0.008 0.022 | -| phi_s | -0.010 -0.054 -0.002 -0.004 -0.004 0.035 0.002 -0.002 -0.000 0.223 -0.012 -0.003 -0.004 -0.034 -0.006 -0.000 1.000 -0.006 -0.012 0.074 0.938 0.061 0.016 -0.002 | -| p3770_s | -0.203 -0.083 0.056 -0.003 -0.082 0.014 0.060 0.110 0.052 0.014 0.085 0.044 0.034 -0.008 -0.428 0.028 -0.006 1.000 -0.222 0.001 -0.004 0.007 -0.014 0.035 | -| Dbar_s | 0.255 0.067 -0.167 0.030 -0.443 -0.107 -0.155 -0.104 -0.169 0.023 -0.320 0.055 -0.055 -0.047 -0.177 -0.006 -0.012 -0.222 1.000 -0.008 0.001 -0.028 0.066 -0.204 | -| omega_p | -0.003 -0.009 0.004 -0.003 0.003 0.041 0.001 0.000 0.005 -0.123 -0.014 -0.013 -0.001 -0.035 0.001 -0.001 0.074 0.001 -0.008 1.000 0.068 0.531 -0.044 0.003 | -| phi_p | -0.013 -0.072 -0.006 0.004 0.007 -0.011 0.001 0.008 0.003 0.216 -0.007 -0.032 0.009 0.007 -0.008 0.000 0.938 -0.004 0.001 0.068 1.000 0.035 0.044 -0.004 | -| omega_s | -0.007 -0.011 0.019 -0.009 0.025 0.179 0.004 0.005 0.026 0.203 -0.049 -0.079 0.003 -0.155 0.006 -0.004 0.061 0.007 -0.028 0.531 0.035 1.000 -0.390 0.012 | -| rho_s | 0.003 -0.041 -0.043 0.027 -0.037 -0.355 -0.009 0.004 -0.042 0.104 0.096 0.086 0.011 0.294 -0.017 0.008 0.016 -0.014 0.066 -0.044 0.044 -0.390 1.000 -0.027 | -| p4040_p | 0.133 -0.069 0.315 0.007 -0.196 0.030 0.049 -0.172 0.204 -0.000 -0.004 -0.004 0.260 0.045 -0.147 0.022 -0.002 0.035 -0.204 0.003 -0.004 0.012 -0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09504746747441528}), (, {'error': 0.023911342441035544}), (, {'error': 0.09099091340925636}), (, {'error': 0.19068130340381306}), (, {'error': 0.21849417316094744}), (, {'error': 0.03870776075093685}), (, {'error': 0.11103792548182234}), (, {'error': 0.1718923235970632}), (, {'error': 0.15884568386956}), (, {'error': 0.3227233004288266}), (, {'error': 0.36833424427870964}), (, {'error': 0.09889297515648621}), (, {'error': 0.17265776656866771}), (, {'error': 0.06905780476234868}), (, {'error': 0.03199553744026762}), (, {'error': 0.023851999554225345}), (, {'error': 2.2549613097672445}), (, {'error': 0.22753286007284768}), (, {'error': 0.13126309773959224}), (, {'error': 0.333479912402209}), (, {'error': 0.5575501309815731}), (, {'error': 1.1864940311000391}), (, {'error': 0.33076043023032403}), (, {'error': 0.17235760583361515})]) -Toy 14/25 -Time taken: 1 h, 46 min -Projected time left: 1 h, 23 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=326 (326 total) | -| EDM = 3.46E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297195.60712790943 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.91 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.645 | 0.011 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 3.99 | 0.05 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.98 | 0.08 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.13 | 0.05 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.415 | 0.002 | | | -2 | 2 | | -| 6 | Dbar_p | 4.98 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.21 | 0.07 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 3.83 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -1.9 | 8.4 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -0.007 | 0.197 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.251 | 0.021 | | | -2 | 2 | | -| 12| p4160_s | 1.89 | 0.07 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.764 | 0.004 | | | -2 | 2 | | -| 14| psi2s_p | 1.797 | 0.015 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.182 | 0.020 | | | -0.3 | 0.3 | | -| 16| phi_s | 20.9 | 0.4 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.58 | 0.10 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.157 | 0.027 | | | -0.3 | 0.3 | | -| 19| omega_p | -5.72 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -5.66 | 0.08 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 8.2 | 0.5 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.026 | 1.025 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 3.17 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.002 0.031 -0.005 0.002 -0.011 0.085 0.007 0.015 0.054 0.026 -0.020 0.007 -0.021 0.005 0.054 -0.005 -0.071 -0.057 0.036 0.026 -0.032 0.054 0.037 | -| jpsi_p | 0.002 1.000 0.014 -0.010 -0.066 0.037 -0.011 0.011 -0.003 0.006 0.127 0.015 -0.007 0.033 0.039 -0.034 -0.008 0.023 -0.094 0.004 0.003 -0.006 0.006 0.006 | -| p4160_p | 0.031 0.014 1.000 0.044 -0.069 -0.019 0.001 -0.087 0.057 0.004 0.102 0.032 -0.021 -0.022 -0.006 0.035 -0.001 -0.002 -0.069 0.003 0.002 -0.003 0.004 -0.042 | -| p4415_s | -0.005 -0.010 0.044 1.000 0.076 0.049 -0.008 0.004 -0.039 0.032 -0.007 -0.047 0.047 0.046 -0.009 -0.050 -0.003 0.005 0.025 0.022 0.016 -0.019 0.032 0.024 | -| Ctt | 0.002 -0.066 -0.069 0.076 1.000 -0.046 0.012 0.067 0.007 0.268 0.013 -0.029 0.054 -0.084 0.057 0.085 -0.020 -0.027 -0.050 0.179 0.130 -0.158 0.269 -0.047 | -| bplus_0 | -0.011 0.037 -0.019 0.049 -0.046 1.000 0.056 0.048 0.025 -0.211 -0.045 0.056 0.054 -0.077 0.029 0.077 0.008 0.022 0.006 -0.142 -0.100 0.125 -0.211 0.010 | -| Dbar_p | 0.085 -0.011 0.001 -0.008 0.012 0.056 1.000 -0.029 -0.036 0.288 0.021 -0.093 -0.045 0.019 -0.016 -0.045 -0.022 -0.011 -0.018 0.192 0.140 -0.170 0.288 -0.027 | -| p4040_s | 0.007 0.011 -0.087 0.004 0.067 0.048 -0.029 1.000 -0.045 -0.009 0.049 0.003 -0.084 0.048 -0.007 -0.058 -0.001 0.042 0.013 -0.005 -0.003 0.005 -0.009 -0.039 | -| p4415_p | 0.015 -0.003 0.057 -0.039 0.007 0.025 -0.036 -0.045 1.000 0.007 0.055 0.030 -0.056 0.021 -0.016 -0.036 -0.002 0.005 -0.012 0.005 0.004 -0.005 0.007 0.018 | -| rho_p | 0.054 0.006 0.004 0.032 0.268 -0.211 0.288 -0.009 0.007 1.000 -0.085 -0.578 0.007 -0.344 -0.023 0.256 -0.114 0.011 0.117 0.680 0.494 -0.596 0.998 0.006 | -| DDstar_p | 0.026 0.127 0.102 -0.007 0.013 -0.045 0.021 0.049 0.055 -0.085 1.000 0.002 0.036 -0.029 0.091 0.023 0.012 0.076 0.141 -0.057 -0.040 0.052 -0.085 0.102 | -| bplus_2 | -0.020 0.015 0.032 -0.047 -0.029 0.056 -0.093 0.003 0.030 -0.578 0.002 1.000 0.013 0.133 0.003 -0.116 0.038 0.017 -0.011 -0.385 -0.276 0.340 -0.579 0.027 | -| p4160_s | 0.007 -0.007 -0.021 0.047 0.054 0.054 -0.045 -0.084 -0.056 0.007 0.036 0.013 1.000 0.051 -0.027 -0.063 -0.002 0.013 0.011 0.005 0.004 -0.005 0.007 0.075 | -| bplus_1 | -0.021 0.033 -0.022 0.046 -0.084 -0.077 0.019 0.048 0.021 -0.344 -0.029 0.133 0.051 1.000 0.030 0.044 0.024 0.016 -0.014 -0.230 -0.166 0.203 -0.345 0.006 | -| psi2s_p | 0.005 0.039 -0.006 -0.009 0.057 0.029 -0.016 -0.007 -0.016 -0.023 0.091 0.003 -0.027 0.030 1.000 -0.028 -0.000 -0.093 -0.067 -0.015 -0.010 0.013 -0.023 -0.037 | -| DDstar_s | 0.054 -0.034 0.035 -0.050 0.085 0.077 -0.045 -0.058 -0.036 0.256 0.023 -0.116 -0.063 0.044 -0.028 1.000 -0.020 0.008 0.027 0.171 0.125 -0.151 0.257 0.001 | -| phi_s | -0.005 -0.008 -0.001 -0.003 -0.020 0.008 -0.022 -0.001 -0.002 -0.114 0.012 0.038 -0.002 0.024 -0.000 -0.020 1.000 -0.003 -0.012 -0.072 0.095 0.069 -0.114 -0.002 | -| p3770_s | -0.071 0.023 -0.002 0.005 -0.027 0.022 -0.011 0.042 0.005 0.011 0.076 0.017 0.013 0.016 -0.093 0.008 -0.003 1.000 -0.092 0.008 0.006 -0.007 0.011 -0.014 | -| Dbar_s | -0.057 -0.094 -0.069 0.025 -0.050 0.006 -0.018 0.013 -0.012 0.117 0.141 -0.011 0.011 -0.014 -0.067 0.027 -0.012 -0.092 1.000 0.078 0.056 -0.070 0.117 -0.077 | -| omega_p | 0.036 0.004 0.003 0.022 0.179 -0.142 0.192 -0.005 0.005 0.680 -0.057 -0.385 0.005 -0.230 -0.015 0.171 -0.072 0.008 0.078 1.000 0.333 -0.261 0.680 0.004 | -| phi_p | 0.026 0.003 0.002 0.016 0.130 -0.100 0.140 -0.003 0.004 0.494 -0.040 -0.276 0.004 -0.166 -0.010 0.125 0.095 0.006 0.056 0.333 1.000 -0.303 0.494 0.003 | -| omega_s | -0.032 -0.006 -0.003 -0.019 -0.158 0.125 -0.170 0.005 -0.005 -0.596 0.052 0.340 -0.005 0.203 0.013 -0.151 0.069 -0.007 -0.070 -0.261 -0.303 1.000 -0.597 -0.004 | -| rho_s | 0.054 0.006 0.004 0.032 0.269 -0.211 0.288 -0.009 0.007 0.998 -0.085 -0.579 0.007 -0.345 -0.023 0.257 -0.114 0.011 0.117 0.680 0.494 -0.597 1.000 0.006 | -| p4040_p | 0.037 0.006 -0.042 0.024 -0.047 0.010 -0.027 -0.039 0.018 0.006 0.102 0.027 0.075 0.006 -0.037 0.001 -0.002 -0.014 -0.077 0.004 0.003 -0.004 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.053149506854851536}), (, {'error': 0.0114701271104658}), (, {'error': 0.0456254647970713}), (, {'error': 0.08248165954744463}), (, {'error': 0.048647840228659534}), (, {'error': 0.0019286367841175878}), (, {'error': 0.18171847494694404}), (, {'error': 0.06766565895652354}), (, {'error': 0.10337368675807213}), (, {'error': 8.356795163674043}), (, {'error': 0.1974781070845415}), (, {'error': 0.021157784236405353}), (, {'error': 0.06915552820331661}), (, {'error': 0.0035972197685802954}), (, {'error': 0.014636422907297053}), (, {'error': 0.020435724912866327}), (, {'error': 0.421386512375431}), (, {'error': 0.09910606249957077}), (, {'error': 0.027168443229387523}), (, {'error': 0.1487896027251483}), (, {'error': 0.08361559744161307}), (, {'error': 0.4786679117681687}), (, {'error': 1.0249119282637356}), (, {'error': 0.06586292494123036})]) -Toy 15/25 -Time taken: 1 h, 50 min -Projected time left: 1 h, 13 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1408 (1408 total) | -| EDM = 0.00014 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297542.16342346725 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.52 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.01 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.39 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.21 | 0.22 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.373 | 0.027 | | | -2 | 2 | | -| 6 | Dbar_p | 4.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.82 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 3.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 12| p4160_s | 2.18 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.71 | 0.05 | | | -2 | 2 | | -| 14| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 16| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.98 | 0.26 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | | -| 19| omega_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 5.81 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.7 | 1.4 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.80 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.352 0.345 -0.056 -0.402 0.052 -0.415 -0.183 0.153 0.009 -0.356 0.164 -0.081 -0.200 0.091 -0.019 -0.004 -0.126 -0.406 0.002 0.005 -0.003 0.009 0.144 | -| jpsi_p | 0.352 1.000 0.492 -0.090 -0.444 -0.124 -0.127 -0.134 0.289 0.006 -0.656 0.348 -0.076 -0.017 0.249 -0.091 -0.021 0.291 -0.236 -0.004 0.012 -0.033 0.070 0.251 | -| p4160_p | 0.345 0.492 1.000 -0.102 -0.332 -0.027 0.041 -0.453 0.505 -0.013 -0.590 0.110 -0.082 0.037 0.129 -0.045 0.005 0.200 -0.081 0.005 0.007 0.002 0.000 0.244 | -| p4415_s | -0.056 -0.090 -0.102 1.000 0.157 0.012 -0.069 0.134 -0.161 0.025 0.063 0.069 0.305 -0.117 0.000 -0.001 -0.012 -0.010 -0.008 -0.001 0.002 -0.005 0.014 0.037 | -| Ctt | -0.402 -0.444 -0.332 0.157 1.000 0.011 0.560 0.328 -0.017 0.078 0.280 -0.671 0.285 0.220 0.203 0.062 -0.035 -0.053 0.252 0.009 -0.003 0.024 -0.058 -0.028 | -| bplus_0 | 0.052 -0.124 -0.027 0.012 0.011 1.000 -0.006 -0.010 -0.063 -0.033 0.019 -0.064 -0.030 -0.917 -0.017 0.014 0.118 -0.017 0.022 0.060 -0.039 0.225 -0.468 -0.057 | -| Dbar_p | -0.415 -0.127 0.041 -0.069 0.560 -0.006 1.000 0.021 0.197 -0.069 0.140 -0.181 0.166 0.322 0.151 0.109 0.033 0.191 0.326 0.003 -0.013 0.029 -0.073 0.265 | -| p4040_s | -0.183 -0.134 -0.453 0.134 0.328 -0.010 0.021 1.000 -0.252 0.040 0.098 -0.074 -0.113 -0.026 0.049 -0.020 -0.018 0.081 0.094 0.001 0.003 -0.002 0.008 -0.206 | -| p4415_p | 0.153 0.289 0.505 -0.161 -0.017 -0.063 0.197 -0.252 1.000 0.037 -0.426 -0.110 -0.077 0.130 0.114 -0.064 -0.018 0.184 0.078 0.008 0.010 0.004 -0.002 0.287 | -| rho_p | 0.009 0.006 -0.013 0.025 0.078 -0.033 -0.069 0.040 0.037 1.000 0.006 -0.278 0.071 -0.001 0.003 -0.000 0.080 0.014 -0.034 -0.007 0.106 0.139 0.075 0.017 | -| DDstar_p | -0.356 -0.656 -0.590 0.063 0.280 0.019 0.140 0.098 -0.426 0.006 1.000 -0.212 -0.022 0.068 -0.299 0.099 -0.005 -0.295 -0.147 -0.007 -0.014 0.003 -0.020 -0.354 | -| bplus_2 | 0.164 0.348 0.110 0.069 -0.671 -0.064 -0.181 -0.074 -0.110 -0.278 -0.212 1.000 -0.165 -0.144 0.011 0.032 0.096 0.073 -0.160 -0.039 -0.020 -0.067 0.111 -0.002 | -| p4160_s | -0.081 -0.076 -0.082 0.305 0.285 -0.030 0.166 -0.113 -0.077 0.071 -0.022 -0.165 1.000 0.038 -0.021 -0.011 -0.032 0.056 0.129 0.007 0.007 0.005 -0.006 0.350 | -| bplus_1 | -0.200 -0.017 0.037 -0.117 0.220 -0.917 0.322 -0.026 0.130 -0.001 0.068 -0.144 0.038 1.000 0.021 -0.060 -0.101 0.018 0.146 -0.057 0.026 -0.198 0.395 0.105 | -| psi2s_p | 0.091 0.249 0.129 0.000 0.203 -0.017 0.151 0.049 0.114 0.003 -0.299 0.011 -0.021 0.021 1.000 -0.035 -0.004 -0.179 -0.054 0.002 0.004 -0.001 0.004 0.008 | -| DDstar_s | -0.019 -0.091 -0.045 -0.001 0.062 0.014 0.109 -0.020 -0.064 -0.000 0.099 0.032 -0.011 -0.060 -0.035 1.000 0.000 0.006 0.035 -0.003 -0.001 -0.004 0.009 -0.029 | -| phi_s | -0.004 -0.021 0.005 -0.012 -0.035 0.118 0.033 -0.018 -0.018 0.080 -0.005 0.096 -0.032 -0.101 -0.004 0.000 1.000 -0.007 0.016 0.032 0.458 0.072 -0.052 -0.010 | -| p3770_s | -0.126 0.291 0.200 -0.010 -0.053 -0.017 0.191 0.081 0.184 0.014 -0.295 0.073 0.056 0.018 -0.179 0.006 -0.007 1.000 -0.053 0.007 0.005 0.008 -0.013 0.164 | -| Dbar_s | -0.406 -0.236 -0.081 -0.008 0.252 0.022 0.326 0.094 0.078 -0.034 -0.147 -0.160 0.129 0.146 -0.054 0.035 0.016 -0.053 1.000 -0.000 -0.011 0.015 -0.042 0.054 | -| omega_p | 0.002 -0.004 0.005 -0.001 0.009 0.060 0.003 0.001 0.008 -0.007 -0.007 -0.039 0.007 -0.057 0.002 -0.003 0.032 0.007 -0.000 1.000 0.009 0.630 0.034 0.006 | -| phi_p | 0.005 0.012 0.007 0.002 -0.003 -0.039 -0.013 0.003 0.010 0.106 -0.014 -0.020 0.007 0.026 0.004 -0.001 0.458 0.005 -0.011 0.009 1.000 -0.008 0.026 0.007 | -| omega_s | -0.003 -0.033 0.002 -0.005 0.024 0.225 0.029 -0.002 0.004 0.139 0.003 -0.067 0.005 -0.198 -0.001 -0.004 0.072 0.008 0.015 0.630 -0.008 1.000 -0.400 0.003 | -| rho_s | 0.009 0.070 0.000 0.014 -0.058 -0.468 -0.073 0.008 -0.002 0.075 -0.020 0.111 -0.006 0.395 0.004 0.009 -0.052 -0.013 -0.042 0.034 0.026 -0.400 1.000 -0.002 | -| p4040_p | 0.144 0.251 0.244 0.037 -0.028 -0.057 0.265 -0.206 0.287 0.017 -0.354 -0.002 0.350 0.105 0.008 -0.029 -0.010 0.164 0.054 0.006 0.007 0.003 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12580512650068787}), (, {'error': 0.03465405282029721}), (, {'error': 0.1311486137038802}), (, {'error': 0.1944493645996629}), (, {'error': 0.2227961354293314}), (, {'error': 0.026793560265967242}), (, {'error': 0.5464147262635581}), (, {'error': 0.1828183165132879}), (, {'error': 0.1791935470342252}), (, {'error': 0.34735748073907}), (, {'error': 0.5864803350647563}), (, {'error': 0.0765897138848659}), (, {'error': 0.17485438562205413}), (, {'error': 0.054501502683784064}), (, {'error': 0.03382327981583533}), (, {'error': 0.0829909173207789}), (, {'error': 1.0010434862107793}), (, {'error': 0.2582372843014695}), (, {'error': 0.4325389294751283}), (, {'error': 0.43702954360016744}), (, {'error': 0.17465124084578587}), (, {'error': 1.3961760785224295}), (, {'error': 0.35644089807409257}), (, {'error': 0.24459155179945924})]) -Toy 16/25 -Time taken: 1 h, 58 min -Projected time left: 1 h, 6 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1356 (1356 total) | -| EDM = 0.000162 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297236.7315250614 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.51 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.594 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.27 | 0.20 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -1.39 | 0.22 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.370 | 0.029 | | | -2 | 2 | | -| 6 | Dbar_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.32 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 4.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 3.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.54 | 0.09 | | | -2 | 2 | | -| 12| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.65 | 0.05 | | | -2 | 2 | | -| 14| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 16| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.65 | 0.24 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.25 | 0.35 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -0.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.8 | 1.7 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -3.70 | 0.12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.067 -0.001 -0.104 -0.179 0.061 -0.095 -0.207 0.051 -0.061 0.066 0.066 0.007 -0.037 0.004 -0.037 0.025 -0.140 -0.070 0.005 -0.013 0.014 0.002 0.051 | -| jpsi_p | 0.067 1.000 -0.003 -0.112 -0.480 -0.213 -0.096 -0.250 0.050 -0.009 0.580 0.361 0.012 0.248 0.083 -0.014 -0.011 0.215 -0.049 -0.010 0.002 -0.036 0.092 0.188 | -| p4160_p | -0.001 -0.003 1.000 -0.006 -0.001 0.002 -0.000 0.008 0.000 -0.001 -0.007 0.001 -0.002 -0.003 -0.000 -0.001 0.001 -0.001 -0.001 0.000 -0.000 0.000 0.000 -0.001 | -| p4415_s | -0.104 -0.112 -0.006 1.000 0.213 0.063 -0.008 0.152 -0.194 -0.002 -0.078 0.030 -0.007 -0.143 0.079 -0.005 0.003 -0.031 -0.011 0.000 -0.002 0.004 -0.010 0.149 | -| Ctt | -0.179 -0.480 -0.001 0.213 1.000 0.069 0.009 0.457 0.129 0.149 -0.133 -0.785 -0.016 0.006 0.311 0.010 -0.077 -0.275 0.128 -0.007 0.022 0.002 -0.141 0.089 | -| bplus_0 | 0.061 -0.213 0.002 0.063 0.069 1.000 0.011 0.086 -0.095 -0.232 -0.119 -0.346 -0.002 -0.959 -0.031 -0.009 0.144 -0.030 0.001 0.066 -0.047 0.227 -0.434 -0.099 | -| Dbar_p | -0.095 -0.096 -0.000 -0.008 0.009 0.011 1.000 0.025 0.015 -0.009 -0.008 -0.026 -0.002 0.006 -0.045 -0.004 0.004 -0.057 0.013 0.000 -0.003 0.002 -0.000 -0.025 | -| p4040_s | -0.207 -0.250 0.008 0.152 0.457 0.086 0.025 1.000 -0.140 0.042 -0.229 -0.223 -0.008 -0.128 0.188 0.006 -0.018 -0.055 -0.002 -0.001 0.004 0.007 -0.056 -0.139 | -| p4415_p | 0.051 0.050 0.000 -0.194 0.129 -0.095 0.015 -0.140 1.000 0.092 0.214 -0.251 0.010 0.175 0.027 0.024 -0.048 0.026 0.040 -0.005 0.020 -0.012 -0.042 0.046 | -| rho_p | -0.061 -0.009 -0.001 -0.002 0.149 -0.232 -0.009 0.042 0.092 1.000 -0.048 -0.177 -0.002 0.203 0.040 -0.006 0.012 -0.005 -0.006 -0.125 0.098 -0.188 -0.092 0.063 | -| DDstar_p | 0.066 0.580 -0.007 -0.078 -0.133 -0.119 -0.008 -0.229 0.214 -0.048 1.000 0.058 0.013 0.311 0.263 0.026 0.013 0.192 -0.056 0.007 0.002 0.005 0.028 0.420 | -| bplus_2 | 0.066 0.361 0.001 0.030 -0.785 -0.346 -0.026 -0.223 -0.251 -0.177 0.058 1.000 0.006 0.207 -0.169 -0.022 0.067 0.131 -0.050 -0.015 -0.034 -0.084 0.372 -0.097 | -| p4160_s | 0.007 0.012 -0.002 -0.007 -0.016 -0.002 -0.002 -0.008 0.010 -0.002 0.013 0.006 1.000 0.005 -0.002 -0.001 0.001 0.004 -0.001 0.000 -0.000 0.000 0.001 -0.007 | -| bplus_1 | -0.037 0.248 -0.003 -0.143 0.006 -0.959 0.006 -0.128 0.175 0.203 0.311 0.207 0.005 1.000 0.085 0.042 -0.139 0.034 0.033 -0.061 0.041 -0.213 0.408 0.157 | -| psi2s_p | 0.004 0.083 -0.000 0.079 0.311 -0.031 -0.045 0.188 0.027 0.040 0.263 -0.169 -0.002 0.085 1.000 0.001 -0.024 -0.415 0.044 -0.003 0.008 -0.005 -0.025 0.023 | -| DDstar_s | -0.037 -0.014 -0.001 -0.005 0.010 -0.009 -0.004 0.006 0.024 -0.006 0.026 -0.022 -0.001 0.042 0.001 1.000 0.001 -0.021 -0.006 0.001 -0.001 0.001 -0.000 0.008 | -| phi_s | 0.025 -0.011 0.001 0.003 -0.077 0.144 0.004 -0.018 -0.048 0.012 0.013 0.067 0.001 -0.139 -0.024 0.001 1.000 -0.002 0.001 0.016 0.368 0.057 -0.093 -0.037 | -| p3770_s | -0.140 0.215 -0.001 -0.031 -0.275 -0.030 -0.057 -0.055 0.026 -0.005 0.192 0.131 0.004 0.034 -0.415 -0.021 -0.002 1.000 0.014 0.001 0.002 0.002 -0.003 0.150 | -| Dbar_s | -0.070 -0.049 -0.001 -0.011 0.128 0.001 0.013 -0.002 0.040 -0.006 -0.056 -0.050 -0.001 0.033 0.044 -0.006 0.001 0.014 1.000 0.001 -0.002 0.002 -0.003 0.034 | -| omega_p | 0.005 -0.010 0.000 0.000 -0.007 0.066 0.000 -0.001 -0.005 -0.125 0.007 -0.015 0.000 -0.061 -0.003 0.001 0.016 0.001 0.001 1.000 -0.023 0.736 0.076 -0.004 | -| phi_p | -0.013 0.002 -0.000 -0.002 0.022 -0.047 -0.003 0.004 0.020 0.098 0.002 -0.034 -0.000 0.041 0.008 -0.001 0.368 0.002 -0.002 -0.023 1.000 -0.037 -0.042 0.016 | -| omega_s | 0.014 -0.036 0.000 0.004 0.002 0.227 0.002 0.007 -0.012 -0.188 0.005 -0.084 0.000 -0.213 -0.005 0.001 0.057 0.002 0.002 0.736 -0.037 1.000 -0.299 -0.011 | -| rho_s | 0.002 0.092 0.000 -0.010 -0.141 -0.434 -0.000 -0.056 -0.042 -0.092 0.028 0.372 0.001 0.408 -0.025 -0.000 -0.093 -0.003 -0.003 0.076 -0.042 -0.299 1.000 -0.023 | -| p4040_p | 0.051 0.188 -0.001 0.149 0.089 -0.099 -0.025 -0.139 0.046 0.063 0.420 -0.097 -0.007 0.157 0.023 0.008 -0.037 0.150 0.034 -0.004 0.016 -0.011 -0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11085932534751652}), (, {'error': 0.030531057549378904}), (, {'error': 0.010796735763435539}), (, {'error': 0.19853679924598405}), (, {'error': 0.21837409268632335}), (, {'error': 0.029252020602145268}), (, {'error': 0.16591593651663405}), (, {'error': 0.1828860552333036}), (, {'error': 0.7723849470746478}), (, {'error': 0.6010397890012626}), (, {'error': 0.45959971418689083}), (, {'error': 0.08776837803333781}), (, {'error': 0.013119740765737242}), (, {'error': 0.05376848977474169}), (, {'error': 0.03298530228434515}), (, {'error': 0.029109383120270588}), (, {'error': 0.9787596643745875}), (, {'error': 0.23772422235161428}), (, {'error': 0.061865150802061064}), (, {'error': 0.35032380804386376}), (, {'error': 0.17643642346160737}), (, {'error': 1.6556788616011788}), (, {'error': 0.3859028111904656}), (, {'error': 0.12465311446918004})]) -Toy 17/25 -Time taken: 2 h, 6 min -Projected time left: 59 min, 36 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1374 (1374 total) | -| EDM = 0.00196 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297196.8579556591 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -3.00 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.634 | 0.029 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.34 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.37 | 0.17 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.11 | 0.30 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.493 | 0.021 | | | -2 | 2 | | -| 6 | Dbar_p | 0.6 | 1.3 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.39 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 4.15 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.64 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 0.28 | 0.59 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.22 | 0.07 | | | -2 | 2 | | -| 12| p4160_s | 2.46 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.963 | 0.025 | | | -2 | 2 | | -| 14| psi2s_p | 1.805 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 16| phi_s | 15.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.51 | 0.25 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.23 | 0.40 | | | -0.3 | 0.3 | | -| 19| omega_p | 1.17 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 6.03 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.51 | 0.28 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.55 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.437 0.283 -0.055 -0.751 -0.668 0.757 -0.354 -0.143 0.100 -0.660 -0.052 -0.281 -0.469 -0.040 -0.461 -0.071 -0.461 0.847 0.108 0.013 0.002 0.182 -0.036 | -| jpsi_p | 0.437 1.000 0.326 -0.048 -0.497 -0.391 0.383 -0.145 0.028 0.068 -0.565 0.080 -0.153 -0.224 0.124 -0.295 -0.054 -0.046 0.488 0.059 0.006 0.009 0.095 0.083 | -| p4160_p | 0.283 0.326 1.000 0.038 -0.285 -0.095 0.141 -0.382 0.262 0.029 -0.334 -0.079 -0.145 -0.075 0.029 -0.085 -0.016 -0.026 0.231 0.018 0.005 0.002 0.022 0.252 | -| p4415_s | -0.055 -0.048 0.038 1.000 0.117 -0.049 -0.022 0.113 -0.073 0.007 -0.001 0.090 0.225 -0.017 0.008 -0.014 -0.004 0.033 -0.045 0.004 0.001 0.001 0.008 0.037 | -| Ctt | -0.751 -0.497 -0.285 0.117 1.000 0.754 -0.880 0.450 0.180 -0.094 0.738 -0.176 0.373 0.477 0.197 0.533 0.068 0.400 -0.894 -0.117 -0.016 0.001 -0.208 0.077 | -| bplus_0 | -0.668 -0.391 -0.095 -0.049 0.754 1.000 -0.767 0.301 0.269 -0.109 0.570 -0.186 0.234 0.085 0.089 0.402 0.077 0.366 -0.815 -0.138 -0.021 0.000 -0.252 0.184 | -| Dbar_p | 0.757 0.383 0.141 -0.022 -0.880 -0.767 1.000 -0.376 -0.250 0.122 -0.830 -0.078 -0.305 -0.533 -0.153 -0.572 -0.083 -0.509 0.935 0.124 0.015 0.003 0.208 -0.240 | -| p4040_s | -0.354 -0.145 -0.382 0.113 0.450 0.301 -0.376 1.000 -0.006 -0.024 0.222 0.013 0.202 0.213 0.039 0.199 0.025 0.289 -0.416 -0.050 -0.003 0.003 -0.093 -0.021 | -| p4415_p | -0.143 0.028 0.262 -0.073 0.180 0.269 -0.250 -0.006 1.000 -0.005 0.032 -0.144 -0.064 0.168 0.052 0.134 0.016 0.168 -0.236 -0.040 -0.001 0.004 -0.082 0.245 | -| rho_p | 0.100 0.068 0.029 0.007 -0.094 -0.109 0.122 -0.024 -0.005 1.000 -0.095 -0.224 -0.006 -0.110 -0.014 -0.075 0.102 -0.040 0.126 0.138 0.098 0.028 0.137 -0.015 | -| DDstar_p | -0.660 -0.565 -0.334 -0.001 0.738 0.570 -0.830 0.222 0.032 -0.095 1.000 0.083 0.191 0.396 -0.022 0.519 0.060 0.312 -0.784 -0.095 -0.016 -0.001 -0.156 0.042 | -| bplus_2 | -0.052 0.080 -0.079 0.090 -0.176 -0.186 -0.078 0.013 -0.144 -0.224 0.083 1.000 -0.024 0.071 0.019 0.086 0.058 0.040 -0.034 0.014 -0.017 -0.033 0.102 -0.025 | -| p4160_s | -0.281 -0.153 -0.145 0.225 0.373 0.234 -0.305 0.202 -0.064 -0.006 0.191 -0.024 1.000 0.158 0.006 0.164 0.015 0.187 -0.339 -0.039 -0.002 0.004 -0.077 0.322 | -| bplus_1 | -0.469 -0.224 -0.075 -0.017 0.477 0.085 -0.533 0.213 0.168 -0.110 0.396 0.071 0.158 1.000 0.066 0.285 0.044 0.254 -0.555 -0.044 -0.010 -0.009 -0.054 0.124 | -| psi2s_p | -0.040 0.124 0.029 0.008 0.197 0.089 -0.153 0.039 0.052 -0.014 -0.022 0.019 0.006 0.066 1.000 0.051 0.009 -0.114 -0.091 -0.014 -0.001 0.000 -0.024 -0.004 | -| DDstar_s | -0.461 -0.295 -0.085 -0.014 0.533 0.402 -0.572 0.199 0.134 -0.075 0.519 0.086 0.164 0.285 0.051 1.000 0.047 0.290 -0.596 -0.066 -0.010 -0.003 -0.106 0.137 | -| phi_s | -0.071 -0.054 -0.016 -0.004 0.068 0.077 -0.083 0.025 0.016 0.102 0.060 0.058 0.015 0.044 0.009 0.047 1.000 0.031 -0.084 -0.013 0.590 -0.002 -0.031 0.013 | -| p3770_s | -0.461 -0.046 -0.026 0.033 0.400 0.366 -0.509 0.289 0.168 -0.040 0.312 0.040 0.187 0.254 -0.114 0.290 0.031 1.000 -0.444 -0.060 -0.005 0.003 -0.111 0.098 | -| Dbar_s | 0.847 0.488 0.231 -0.045 -0.894 -0.815 0.935 -0.416 -0.236 0.126 -0.784 -0.034 -0.339 -0.555 -0.091 -0.596 -0.084 -0.444 1.000 0.131 0.018 0.002 0.222 -0.157 | -| omega_p | 0.108 0.059 0.018 0.004 -0.117 -0.138 0.124 -0.050 -0.040 0.138 -0.095 0.014 -0.039 -0.044 -0.014 -0.066 -0.013 -0.060 0.131 1.000 0.020 -0.369 0.553 -0.029 | -| phi_p | 0.013 0.006 0.005 0.001 -0.016 -0.021 0.015 -0.003 -0.001 0.098 -0.016 -0.017 -0.002 -0.010 -0.001 -0.010 0.590 -0.005 0.018 0.020 1.000 0.019 0.002 -0.002 | -| omega_s | 0.002 0.009 0.002 0.001 0.001 0.000 0.003 0.003 0.004 0.028 -0.001 -0.033 0.004 -0.009 0.000 -0.003 -0.002 0.003 0.002 -0.369 0.019 1.000 -0.029 0.002 | -| rho_s | 0.182 0.095 0.022 0.008 -0.208 -0.252 0.208 -0.093 -0.082 0.137 -0.156 0.102 -0.077 -0.054 -0.024 -0.106 -0.031 -0.111 0.222 0.553 0.002 -0.029 1.000 -0.056 | -| p4040_p | -0.036 0.083 0.252 0.037 0.077 0.184 -0.240 -0.021 0.245 -0.015 0.042 -0.025 0.322 0.124 -0.004 0.137 0.013 0.098 -0.157 -0.029 -0.002 0.002 -0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19158633605090225}), (, {'error': 0.02854091880788623}), (, {'error': 0.08884545005167643}), (, {'error': 0.1696422138278023}), (, {'error': 0.2969394835522774}), (, {'error': 0.020535999692964158}), (, {'error': 1.2812700063267797}), (, {'error': 0.1592431189194965}), (, {'error': 0.15370914478876685}), (, {'error': 0.2547953473356248}), (, {'error': 0.5946286996177843}), (, {'error': 0.0672950777054635}), (, {'error': 0.1560087901805649}), (, {'error': 0.024613590760687254}), (, {'error': 0.030642943011656598}), (, {'error': 0.11659425892274407}), (, {'error': 0.9882224579535865}), (, {'error': 0.2494151646921665}), (, {'error': 0.3995240704971883}), (, {'error': 0.17314112850382068}), (, {'error': 0.1940369639696522}), (, {'error': 4.3646624530448985}), (, {'error': 0.27996216429992626}), (, {'error': 0.1298956833586924})]) -Toy 18/25 -Time taken: 2 h, 14 min -Projected time left: 52 min, 23 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1374 (1374 total) | -| EDM = 0.00368 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297313.8372726609 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.38 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -4.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.36 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.92 | 0.18 | | |0.126447 | 2.35355 | | -| 4 | Ctt | 0.25 | 0.14 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.440 | 0.009 | | | -2 | 2 | | -| 6 | Dbar_p | -3.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.03 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.13 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -4.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.19 | 0.05 | | | -2 | 2 | | -| 12| p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.837 | 0.017 | | | -2 | 2 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 16| phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.43 | 0.22 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.29 | 0.05 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.25 | 0.36 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.24 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 5.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.12 | 0.31 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 3.35 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.171 -0.048 -0.145 0.148 0.218 -0.368 -0.239 -0.112 -0.021 -0.182 -0.042 -0.171 0.227 -0.058 -0.297 -0.010 -0.154 0.040 -0.018 -0.006 -0.029 0.054 -0.013 | -| jpsi_p | -0.171 1.000 0.680 0.254 -0.463 -0.533 0.650 0.511 0.597 0.030 0.761 0.086 0.461 -0.570 0.566 0.832 0.022 0.367 -0.213 0.038 0.013 0.064 -0.144 0.586 | -| p4160_p | -0.048 0.680 1.000 0.264 -0.466 -0.479 0.563 0.228 0.613 0.023 0.717 0.144 0.349 -0.510 0.437 0.712 0.031 0.282 -0.175 0.036 0.019 0.059 -0.125 0.529 | -| p4415_s | -0.145 0.254 0.264 1.000 -0.004 -0.171 0.321 0.253 0.168 0.016 0.252 0.028 0.351 -0.184 0.186 0.347 0.009 0.092 -0.087 0.015 0.008 0.024 -0.047 0.244 | -| Ctt | 0.148 -0.463 -0.466 -0.004 1.000 0.308 -0.473 -0.130 -0.378 0.002 -0.449 0.339 -0.149 0.325 -0.103 -0.474 -0.028 -0.171 0.178 -0.025 -0.009 -0.047 0.101 -0.376 | -| bplus_0 | 0.218 -0.533 -0.479 -0.171 0.308 1.000 -0.578 -0.379 -0.471 -0.039 -0.498 -0.228 -0.339 0.268 -0.374 -0.676 -0.038 -0.146 0.147 -0.048 -0.014 -0.091 0.213 -0.399 | -| Dbar_p | -0.368 0.650 0.563 0.321 -0.473 -0.578 1.000 0.584 0.573 0.025 0.866 0.203 0.521 -0.614 0.435 0.914 0.036 0.118 -0.243 0.041 0.019 0.070 -0.150 0.463 | -| p4040_s | -0.239 0.511 0.228 0.253 -0.130 -0.379 0.584 1.000 0.312 0.029 0.526 0.114 0.303 -0.406 0.359 0.629 0.021 0.248 -0.158 0.031 0.015 0.049 -0.099 0.281 | -| p4415_p | -0.112 0.597 0.613 0.168 -0.378 -0.471 0.573 0.312 1.000 0.036 0.631 0.220 0.261 -0.505 0.385 0.674 0.024 0.231 -0.161 0.036 0.016 0.058 -0.117 0.476 | -| rho_p | -0.021 0.030 0.023 0.016 0.002 -0.039 0.025 0.029 0.036 1.000 0.012 0.163 0.036 0.003 0.016 0.031 0.018 0.021 -0.007 0.045 -0.030 0.260 0.084 0.028 | -| DDstar_p | -0.182 0.761 0.717 0.252 -0.449 -0.498 0.866 0.526 0.631 0.012 1.000 0.145 0.483 -0.518 0.524 0.897 0.043 0.287 -0.214 0.037 0.025 0.062 -0.128 0.589 | -| bplus_2 | -0.042 0.086 0.144 0.028 0.339 -0.228 0.203 0.114 0.220 0.163 0.145 1.000 0.153 -0.264 0.077 0.175 -0.054 0.029 -0.068 0.027 -0.002 0.018 0.016 0.122 | -| p4160_s | -0.171 0.461 0.349 0.351 -0.149 -0.339 0.521 0.303 0.261 0.036 0.483 0.153 1.000 -0.369 0.294 0.576 0.014 0.179 -0.137 0.029 0.013 0.044 -0.086 0.530 | -| bplus_1 | 0.227 -0.570 -0.510 -0.184 0.325 0.268 -0.614 -0.406 -0.505 0.003 -0.518 -0.264 -0.369 1.000 -0.396 -0.715 -0.037 -0.166 0.155 -0.031 -0.019 -0.056 0.134 -0.429 | -| psi2s_p | -0.058 0.566 0.437 0.186 -0.103 -0.374 0.435 0.359 0.385 0.016 0.524 0.077 0.294 -0.396 1.000 0.581 0.025 0.038 -0.138 0.028 0.014 0.047 -0.099 0.333 | -| DDstar_s | -0.297 0.832 0.712 0.347 -0.474 -0.676 0.914 0.629 0.674 0.031 0.897 0.175 0.576 -0.715 0.581 1.000 0.045 0.282 -0.263 0.050 0.025 0.085 -0.178 0.615 | -| phi_s | -0.010 0.022 0.031 0.009 -0.028 -0.038 0.036 0.021 0.024 0.018 0.043 -0.054 0.014 -0.037 0.025 0.045 1.000 0.005 -0.010 0.029 0.762 0.009 -0.014 0.022 | -| p3770_s | -0.154 0.367 0.282 0.092 -0.171 -0.146 0.118 0.248 0.231 0.021 0.287 0.029 0.179 -0.166 0.038 0.282 0.005 1.000 -0.047 0.015 0.008 0.021 -0.041 0.234 | -| Dbar_s | 0.040 -0.213 -0.175 -0.087 0.178 0.147 -0.243 -0.158 -0.161 -0.007 -0.214 -0.068 -0.137 0.155 -0.138 -0.263 -0.010 -0.047 1.000 -0.011 -0.007 -0.018 0.037 -0.138 | -| omega_p | -0.018 0.038 0.036 0.015 -0.025 -0.048 0.041 0.031 0.036 0.045 0.037 0.027 0.029 -0.031 0.028 0.050 0.029 0.015 -0.011 1.000 -0.000 0.688 -0.075 0.031 | -| phi_p | -0.006 0.013 0.019 0.008 -0.009 -0.014 0.019 0.015 0.016 -0.030 0.025 -0.002 0.013 -0.019 0.014 0.025 0.762 0.008 -0.007 -0.000 1.000 -0.042 0.004 0.015 | -| omega_s | -0.029 0.064 0.059 0.024 -0.047 -0.091 0.070 0.049 0.058 0.260 0.062 0.018 0.044 -0.056 0.047 0.085 0.009 0.021 -0.018 0.688 -0.042 1.000 -0.312 0.051 | -| rho_s | 0.054 -0.144 -0.125 -0.047 0.101 0.213 -0.150 -0.099 -0.117 0.084 -0.128 0.016 -0.086 0.134 -0.099 -0.178 -0.014 -0.041 0.037 -0.075 0.004 -0.312 1.000 -0.104 | -| p4040_p | -0.013 0.586 0.529 0.244 -0.376 -0.399 0.463 0.281 0.476 0.028 0.589 0.122 0.530 -0.429 0.333 0.615 0.022 0.234 -0.138 0.031 0.015 0.051 -0.104 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1138814008095741}), (, {'error': 0.04498437345490469}), (, {'error': 0.13781343925551393}), (, {'error': 0.17766932282213466}), (, {'error': 0.13993454938244843}), (, {'error': 0.008613038375179904}), (, {'error': 0.8027375960256287}), (, {'error': 0.18345041542199103}), (, {'error': 0.2758265830888693}), (, {'error': 0.4108967364199705}), (, {'error': 0.6391269665737174}), (, {'error': 0.04986586165422191}), (, {'error': 0.17195503749381102}), (, {'error': 0.017438979162204715}), (, {'error': 0.036676731417628616}), (, {'error': 0.5941317415201195}), (, {'error': 1.1388481411105786}), (, {'error': 0.21814150524992448}), (, {'error': 0.04797494636302968}), (, {'error': 0.3564377860198835}), (, {'error': 0.26937334948696234}), (, {'error': 1.225836479145228}), (, {'error': 0.3088158519543008}), (, {'error': 0.20235122012867102})]) -Toy 19/25 -Time taken: 2 h, 23 min -Projected time left: 45 min, 6 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1448 (1448 total) | -| EDM = 0.000741 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297253.57796339976 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.71 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.630 | 0.025 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.11 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.19 | 0.20 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.454 | 0.019 | | | -2 | 2 | | -| 6 | Dbar_p | 4.95 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.94 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 4.15 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 0.38 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.23 | 0.08 | | | -2 | 2 | | -| 12| p4160_s | 2.45 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 14| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 16| phi_s | 18.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.54 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.40 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.013 0.197 -0.067 -0.217 0.031 0.257 -0.151 0.060 -0.031 0.230 -0.092 -0.062 0.100 -0.019 0.028 0.005 -0.261 0.031 0.001 0.003 -0.013 0.010 0.149 | -| jpsi_p | -0.013 1.000 -0.074 -0.018 0.264 -0.067 0.151 0.000 -0.030 -0.080 0.027 0.147 -0.029 0.005 -0.028 0.056 0.023 -0.058 0.042 0.003 0.006 -0.015 -0.055 -0.111 | -| p4160_p | 0.197 -0.074 1.000 -0.062 -0.384 0.019 -0.007 -0.557 0.316 -0.003 0.138 -0.028 -0.160 -0.042 -0.163 0.047 -0.006 -0.035 0.026 0.000 -0.005 -0.001 -0.005 0.235 | -| p4415_s | -0.067 -0.018 -0.062 1.000 0.204 0.021 0.024 0.169 -0.162 -0.003 -0.040 -0.071 0.313 0.112 0.020 -0.001 -0.009 0.020 -0.000 0.000 -0.004 -0.009 0.028 0.010 | -| Ctt | -0.217 0.264 -0.384 0.204 1.000 -0.010 -0.302 0.343 -0.067 0.071 -0.107 0.663 0.246 -0.159 0.225 -0.004 -0.038 -0.138 0.002 -0.000 -0.015 -0.004 0.062 -0.277 | -| bplus_0 | 0.031 -0.067 0.019 0.021 -0.010 1.000 0.023 0.021 0.021 -0.195 0.013 -0.010 0.039 -0.816 -0.007 0.000 -0.017 0.047 0.001 0.002 0.006 -0.116 0.186 0.020 | -| Dbar_p | 0.257 0.151 -0.007 0.024 -0.302 0.023 1.000 -0.073 -0.087 -0.012 -0.126 -0.068 -0.072 0.167 -0.048 0.003 -0.007 -0.068 0.018 0.000 -0.003 -0.016 0.040 -0.080 | -| p4040_s | -0.151 0.000 -0.557 0.169 0.343 0.021 -0.073 1.000 -0.236 0.030 -0.164 0.100 0.062 -0.004 0.009 0.000 -0.025 0.112 -0.002 -0.000 -0.013 -0.004 0.036 -0.236 | -| p4415_p | 0.060 -0.030 0.316 -0.162 -0.067 0.021 -0.087 -0.236 1.000 0.041 -0.080 0.203 -0.183 -0.138 -0.105 0.033 -0.029 -0.020 0.015 -0.000 -0.016 0.002 0.022 0.167 | -| rho_p | -0.031 -0.080 -0.003 -0.003 0.071 -0.195 -0.012 0.030 0.041 1.000 -0.059 0.199 0.038 0.135 -0.002 -0.001 -0.095 0.006 0.000 -0.015 -0.189 0.508 0.140 0.008 | -| DDstar_p | 0.230 0.027 0.138 -0.040 -0.107 0.013 -0.126 -0.164 -0.080 -0.059 1.000 -0.298 -0.103 0.407 -0.076 0.034 0.011 0.106 0.004 0.001 0.005 -0.028 0.048 0.057 | -| bplus_2 | -0.092 0.147 -0.028 -0.071 0.663 -0.010 -0.068 0.100 0.203 0.199 -0.298 1.000 0.134 -0.317 0.023 -0.001 -0.119 -0.075 0.003 -0.002 -0.063 0.005 0.147 -0.024 | -| p4160_s | -0.062 -0.029 -0.160 0.313 0.246 0.039 -0.072 0.062 -0.183 0.038 -0.103 0.134 1.000 -0.008 -0.067 0.006 -0.034 0.018 0.002 -0.000 -0.017 -0.007 0.051 0.306 | -| bplus_1 | 0.100 0.005 -0.042 0.112 -0.159 -0.816 0.167 -0.004 -0.138 0.135 0.407 -0.317 -0.008 1.000 -0.004 0.008 0.008 0.041 0.002 -0.002 -0.013 0.078 -0.101 -0.036 | -| psi2s_p | -0.019 -0.028 -0.163 0.020 0.225 -0.007 -0.048 0.009 -0.105 -0.002 -0.076 0.023 -0.067 -0.004 1.000 0.022 -0.005 -0.418 0.022 0.000 -0.005 -0.002 -0.000 -0.228 | -| DDstar_s | 0.028 0.056 0.047 -0.001 -0.004 0.000 0.003 0.000 0.033 -0.001 0.034 -0.001 0.006 0.008 0.022 1.000 0.001 0.025 -0.001 -0.000 0.001 -0.001 0.001 0.027 | -| phi_s | 0.005 0.023 -0.006 -0.009 -0.038 -0.017 -0.007 -0.025 -0.029 -0.095 0.011 -0.119 -0.034 0.008 -0.005 0.001 1.000 -0.020 0.000 -0.002 0.747 -0.039 -0.141 -0.012 | -| p3770_s | -0.261 -0.058 -0.035 0.020 -0.138 0.047 -0.068 0.112 -0.020 0.006 0.106 -0.075 0.018 0.041 -0.418 0.025 -0.020 1.000 0.021 0.000 -0.011 -0.008 0.026 -0.071 | -| Dbar_s | 0.031 0.042 0.026 -0.000 0.002 0.001 0.018 -0.002 0.015 0.000 0.004 0.003 0.002 0.002 0.022 -0.001 0.000 0.021 1.000 -0.000 0.001 -0.000 0.001 0.019 | -| omega_p | 0.001 0.003 0.000 0.000 -0.000 0.002 0.000 -0.000 -0.000 -0.015 0.001 -0.002 -0.000 -0.002 0.000 -0.000 -0.002 0.000 -0.000 1.000 0.003 -0.101 0.010 0.000 | -| phi_p | 0.003 0.006 -0.005 -0.004 -0.015 0.006 -0.003 -0.013 -0.016 -0.189 0.005 -0.063 -0.017 -0.013 -0.005 0.001 0.747 -0.011 0.001 0.003 1.000 -0.102 -0.162 -0.008 | -| omega_s | -0.013 -0.015 -0.001 -0.009 -0.004 -0.116 -0.016 -0.004 0.002 0.508 -0.028 0.005 -0.007 0.078 -0.002 -0.001 -0.039 -0.008 -0.000 -0.101 -0.102 1.000 -0.170 -0.000 | -| rho_s | 0.010 -0.055 -0.005 0.028 0.062 0.186 0.040 0.036 0.022 0.140 0.048 0.147 0.051 -0.101 -0.000 0.001 -0.141 0.026 0.001 0.010 -0.162 -0.170 1.000 0.003 | -| p4040_p | 0.149 -0.111 0.235 0.010 -0.277 0.020 -0.080 -0.236 0.167 0.008 0.057 -0.024 0.306 -0.036 -0.228 0.027 -0.012 -0.071 0.019 0.000 -0.008 -0.000 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10012196451262678}), (, {'error': 0.025167744580789186}), (, {'error': 0.09458112520601158}), (, {'error': 0.1865634853696727}), (, {'error': 0.20355674978451788}), (, {'error': 0.01895912570999858}), (, {'error': 0.2817435887444262}), (, {'error': 0.1734241415499268}), (, {'error': 0.13962464702314747}), (, {'error': 0.258972239103783}), (, {'error': 0.32319625138268293}), (, {'error': 0.08221957185086881}), (, {'error': 0.16390642356744922}), (, {'error': 0.04000220724769399}), (, {'error': 0.03180127944050248}), (, {'error': 0.020783777804518788}), (, {'error': 1.19827328300625}), (, {'error': 0.22540638287046977}), (, {'error': 0.014924306147509447}), (, {'error': 0.09760732737003863}), (, {'error': 0.26719902423514696}), (, {'error': 0.9255302613017444}), (, {'error': 0.3677427813441598}), (, {'error': 0.19601741860276012})]) -Toy 20/25 -Time taken: 2 h, 31 min -Projected time left: 37 min, 50 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1592 (1592 total) | -| EDM = 5.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297264.92855907633 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.610 | 0.024 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.26 | 0.09 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.10 | 0.20 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.83 | 0.21 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 6 | Dbar_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -2.07 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.55 | 0.29 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 12| p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 14| psi2s_p | 1.875 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 16| phi_s | 21.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.15 | 0.23 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 19| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 1.04 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 4.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -1.96 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.012 0.160 -0.073 -0.226 0.038 0.307 -0.146 0.021 -0.014 0.140 0.068 -0.074 -0.115 0.005 0.041 0.009 -0.252 0.052 0.000 0.006 -0.004 0.005 0.165 | -| jpsi_p | 0.012 1.000 -0.063 0.000 0.248 0.108 0.200 -0.010 0.007 -0.082 -0.118 -0.214 0.003 -0.038 -0.003 0.065 0.047 -0.082 0.065 0.001 0.024 -0.008 -0.013 -0.094 | -| p4160_p | 0.160 -0.063 1.000 -0.074 -0.349 0.016 -0.015 -0.470 0.298 -0.013 -0.018 -0.002 -0.173 0.048 -0.134 0.057 0.009 -0.014 0.038 -0.001 0.001 0.008 -0.020 0.335 | -| p4415_s | -0.073 0.000 -0.074 1.000 0.213 -0.031 0.029 0.202 -0.146 0.023 -0.044 0.053 0.321 -0.051 0.029 -0.006 -0.022 0.006 -0.002 0.001 -0.005 -0.010 0.022 -0.048 | -| Ctt | -0.226 0.248 -0.349 0.213 1.000 0.035 -0.364 0.318 0.003 0.108 -0.009 -0.655 0.290 0.084 0.227 -0.010 -0.062 -0.138 -0.008 -0.001 -0.030 0.017 -0.039 -0.310 | -| bplus_0 | 0.038 0.108 0.016 -0.031 0.035 1.000 -0.053 -0.044 -0.007 -0.012 -0.092 -0.225 -0.032 -0.915 -0.008 -0.004 0.162 -0.012 -0.001 -0.014 -0.020 0.206 -0.412 0.002 | -| Dbar_p | 0.307 0.200 -0.015 0.029 -0.364 -0.053 1.000 -0.143 -0.100 0.033 -0.222 0.067 -0.072 -0.077 -0.059 -0.007 -0.031 -0.087 0.036 0.002 -0.004 -0.021 0.045 -0.065 | -| p4040_s | -0.146 -0.010 -0.470 0.202 0.318 -0.044 -0.143 1.000 -0.128 0.062 -0.192 -0.149 0.221 0.075 -0.037 -0.007 -0.046 0.086 -0.006 0.000 -0.020 0.003 -0.003 -0.172 | -| p4415_p | 0.021 0.007 0.298 -0.146 0.003 -0.007 -0.100 -0.128 1.000 0.049 -0.174 -0.243 -0.164 0.126 -0.054 0.018 -0.030 -0.003 0.011 -0.001 -0.018 0.015 -0.030 0.184 | -| rho_p | -0.014 -0.082 -0.013 0.023 0.108 -0.012 0.033 0.062 0.049 1.000 0.002 -0.262 0.076 -0.007 0.003 0.000 -0.159 0.020 0.002 0.018 -0.269 0.178 0.099 -0.012 | -| DDstar_p | 0.140 -0.118 -0.018 -0.044 -0.009 -0.092 -0.222 -0.192 -0.174 0.002 1.000 0.278 -0.099 -0.195 -0.141 0.060 -0.022 0.053 0.007 0.004 0.004 -0.049 0.104 0.037 | -| bplus_2 | 0.068 -0.214 -0.002 0.053 -0.655 -0.225 0.067 -0.149 -0.243 -0.262 0.278 1.000 -0.161 -0.011 -0.059 0.021 0.118 0.064 0.005 0.005 0.088 -0.088 0.164 0.041 | -| p4160_s | -0.074 0.003 -0.173 0.321 0.290 -0.032 -0.072 0.221 -0.164 0.076 -0.099 -0.161 1.000 0.025 -0.036 -0.001 -0.054 0.019 -0.003 0.000 -0.023 0.002 -0.002 0.238 | -| bplus_1 | -0.115 -0.038 0.048 -0.051 0.084 -0.915 -0.077 0.075 0.126 -0.007 -0.195 -0.011 0.025 1.000 0.046 -0.020 -0.138 -0.018 -0.007 0.012 0.024 -0.177 0.343 0.031 | -| psi2s_p | 0.005 -0.003 -0.134 0.029 0.227 -0.008 -0.059 -0.037 -0.054 0.003 -0.141 -0.059 -0.036 0.046 1.000 0.023 -0.005 -0.455 0.033 0.000 -0.002 -0.001 -0.002 -0.184 | -| DDstar_s | 0.041 0.065 0.057 -0.006 -0.010 -0.004 -0.007 -0.007 0.018 0.000 0.060 0.021 -0.001 -0.020 0.023 1.000 -0.001 0.039 -0.002 0.000 0.002 -0.003 0.007 0.032 | -| phi_s | 0.009 0.047 0.009 -0.022 -0.062 0.162 -0.031 -0.046 -0.030 -0.159 -0.022 0.118 -0.054 -0.138 -0.005 -0.001 1.000 -0.020 -0.001 -0.003 0.336 0.008 -0.069 0.006 | -| p3770_s | -0.252 -0.082 -0.014 0.006 -0.138 -0.012 -0.087 0.086 -0.003 0.020 0.053 0.064 0.019 -0.018 -0.455 0.039 -0.020 1.000 0.037 0.000 -0.009 0.001 -0.002 -0.062 | -| Dbar_s | 0.052 0.065 0.038 -0.002 -0.008 -0.001 0.036 -0.006 0.011 0.002 0.007 0.005 -0.003 -0.007 0.033 -0.002 -0.001 0.037 1.000 0.000 0.001 -0.001 0.002 0.024 | -| omega_p | 0.000 0.001 -0.001 0.001 -0.001 -0.014 0.002 0.000 -0.001 0.018 0.004 0.005 0.000 0.012 0.000 0.000 -0.003 0.000 0.000 1.000 0.011 -0.118 0.042 -0.000 | -| phi_p | 0.006 0.024 0.001 -0.005 -0.030 -0.020 -0.004 -0.020 -0.018 -0.269 0.004 0.088 -0.023 0.024 -0.002 0.002 0.336 -0.009 0.001 0.011 1.000 -0.138 0.139 0.001 | -| omega_s | -0.004 -0.008 0.008 -0.010 0.017 0.206 -0.021 0.003 0.015 0.178 -0.049 -0.088 0.002 -0.177 -0.001 -0.003 0.008 0.001 -0.001 -0.118 -0.138 1.000 -0.541 0.004 | -| rho_s | 0.005 -0.013 -0.020 0.022 -0.039 -0.412 0.045 -0.003 -0.030 0.099 0.104 0.164 -0.002 0.343 -0.002 0.007 -0.069 -0.002 0.002 0.042 0.139 -0.541 1.000 -0.009 | -| p4040_p | 0.165 -0.094 0.335 -0.048 -0.310 0.002 -0.065 -0.172 0.184 -0.012 0.037 0.041 0.238 0.031 -0.184 0.032 0.006 -0.062 0.024 -0.000 0.001 0.004 -0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10378739712636142}), (, {'error': 0.02426752414762845}), (, {'error': 0.09364340794306081}), (, {'error': 0.19594398912827804}), (, {'error': 0.21287727274198237}), (, {'error': 0.03253136882715457}), (, {'error': 0.35161918807844694}), (, {'error': 0.1716605816088025}), (, {'error': 0.19635148669407299}), (, {'error': 0.29260442589773294}), (, {'error': 0.3627323416391084}), (, {'error': 0.08917750033235472}), (, {'error': 0.17066528318645924}), (, {'error': 0.061183300655928585}), (, {'error': 0.03148929088393082}), (, {'error': 0.03173172038669392}), (, {'error': 0.928583644179529}), (, {'error': 0.22621850638787389}), (, {'error': 0.02555320135549871}), (, {'error': 0.12196315642423805}), (, {'error': 0.12188348087616774}), (, {'error': 1.0099498533871714}), (, {'error': 0.3521408615168922}), (, {'error': 0.23043462084377397})]) -Toy 21/25 -Time taken: 2 h, 40 min -Projected time left: 30 min, 32 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1356 (1356 total) | -| EDM = 3.11E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297460.88538771163 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.30 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.521 | 0.029 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.99 | 0.18 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -1.12 | 0.22 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.473 | 0.020 | | | -2 | 2 | | -| 6 | Dbar_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.15 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 4.76 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.97 | 0.24 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -3.38 | 0.29 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.34 | 0.09 | | | -2 | 2 | | -| 12| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 14| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 16| phi_s | 18.2 | 1.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.47 | 0.24 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.27 | 0.49 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.1 | 2.0 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.64 | 0.31 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -3.01 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.093 -0.001 -0.073 -0.200 0.019 0.087 -0.228 0.114 -0.034 0.303 -0.127 0.012 0.018 0.122 -0.005 0.004 -0.103 -0.016 -0.010 0.001 -0.011 0.003 0.232 | -| jpsi_p | 0.093 1.000 -0.000 0.003 0.253 -0.059 0.099 0.004 0.094 -0.087 0.505 0.138 0.006 0.020 0.079 0.017 -0.018 0.058 0.004 -0.045 -0.027 -0.048 0.010 0.083 | -| p4160_p | -0.001 -0.000 1.000 -0.004 -0.001 -0.000 -0.000 0.008 0.003 -0.001 -0.001 -0.002 -0.002 -0.001 0.003 -0.000 0.000 -0.000 -0.000 -0.000 0.000 -0.000 -0.000 -0.003 | -| p4415_s | -0.073 0.003 -0.004 1.000 0.237 0.018 0.007 0.107 -0.024 0.031 0.011 0.051 0.001 0.071 0.009 0.005 -0.011 -0.025 0.002 -0.003 -0.006 -0.006 0.018 0.072 | -| Ctt | -0.200 0.253 -0.001 0.237 1.000 -0.016 0.004 0.447 0.010 0.101 -0.046 0.785 -0.015 -0.164 0.137 0.006 -0.028 -0.331 0.034 0.004 -0.014 0.004 0.007 -0.225 | -| bplus_0 | 0.019 -0.059 -0.000 0.018 -0.016 1.000 0.008 0.009 0.015 -0.032 0.027 -0.088 0.001 -0.926 -0.004 -0.001 -0.008 0.042 -0.002 -0.104 0.010 -0.139 0.239 0.026 | -| Dbar_p | 0.087 0.099 -0.000 0.007 0.004 0.008 1.000 -0.013 0.009 0.008 -0.018 0.009 0.002 0.006 0.049 -0.001 -0.001 0.048 0.005 0.001 0.000 0.000 0.003 0.038 | -| p4040_s | -0.228 0.004 0.008 0.107 0.447 0.009 -0.013 1.000 -0.207 0.042 -0.109 0.204 -0.016 -0.000 0.086 0.003 -0.011 -0.024 -0.000 0.000 -0.005 -0.001 0.012 -0.307 | -| p4415_p | 0.114 0.094 0.003 -0.024 0.010 0.015 0.009 -0.207 1.000 0.063 0.126 0.220 0.011 -0.072 -0.072 0.018 -0.025 0.042 0.017 0.008 -0.015 0.008 0.002 0.057 | -| rho_p | -0.034 -0.087 -0.001 0.031 0.101 -0.032 0.008 0.042 0.063 1.000 0.016 0.245 -0.000 0.041 0.008 0.001 -0.006 0.010 -0.001 0.187 -0.038 0.250 0.182 0.034 | -| DDstar_p | 0.303 0.505 -0.001 0.011 -0.046 0.027 -0.018 -0.109 0.126 0.016 1.000 -0.063 0.015 0.127 0.200 0.011 0.000 0.258 -0.000 -0.004 0.005 -0.009 0.024 0.306 | -| bplus_2 | -0.127 0.138 -0.002 0.051 0.785 -0.088 0.009 0.204 0.220 0.245 -0.063 1.000 -0.004 -0.170 -0.011 0.018 -0.078 -0.181 0.014 0.044 -0.046 0.048 -0.016 -0.062 | -| p4160_s | 0.012 0.006 -0.002 0.001 -0.015 0.001 0.002 -0.016 0.011 -0.000 0.015 -0.004 1.000 0.000 -0.002 0.000 -0.000 0.006 0.000 -0.000 -0.000 -0.000 -0.000 -0.001 | -| bplus_1 | 0.018 0.020 -0.001 0.071 -0.164 -0.926 0.006 -0.000 -0.072 0.041 0.127 -0.170 0.000 1.000 0.068 -0.027 0.006 0.067 -0.022 0.100 -0.011 0.132 -0.206 0.058 | -| psi2s_p | 0.122 0.079 0.003 0.009 0.137 -0.004 0.049 0.086 -0.072 0.008 0.200 -0.011 -0.002 0.068 1.000 0.016 -0.013 -0.420 0.019 -0.007 -0.010 -0.008 0.012 -0.175 | -| DDstar_s | -0.005 0.017 -0.000 0.005 0.006 -0.001 -0.001 0.003 0.018 0.001 0.011 0.018 0.000 -0.027 0.016 1.000 -0.000 0.004 -0.001 0.002 0.000 0.002 -0.004 0.020 | -| phi_s | 0.004 -0.018 0.000 -0.011 -0.028 -0.008 -0.001 -0.011 -0.025 -0.006 0.000 -0.078 -0.000 0.006 -0.013 -0.000 1.000 -0.014 0.001 0.028 0.915 -0.020 0.020 -0.022 | -| p3770_s | -0.103 0.058 -0.000 -0.025 -0.331 0.042 0.048 -0.024 0.042 0.010 0.258 -0.181 0.006 0.067 -0.420 0.004 -0.014 1.000 0.012 -0.003 -0.009 -0.005 0.010 0.170 | -| Dbar_s | -0.016 0.004 -0.000 0.002 0.034 -0.002 0.005 -0.000 0.017 -0.001 -0.000 0.014 0.000 -0.022 0.019 -0.001 0.001 0.012 1.000 0.001 0.000 0.002 -0.004 0.022 | -| omega_p | -0.010 -0.045 -0.000 -0.003 0.004 -0.104 0.001 0.000 0.008 0.187 -0.004 0.044 -0.000 0.100 -0.007 0.002 0.028 -0.003 0.001 1.000 -0.011 0.872 -0.100 -0.000 | -| phi_p | 0.001 -0.027 0.000 -0.006 -0.014 0.010 0.000 -0.005 -0.015 -0.038 0.005 -0.046 -0.000 -0.011 -0.010 0.000 0.915 -0.009 0.000 -0.011 1.000 -0.071 0.043 -0.015 | -| omega_s | -0.011 -0.048 -0.000 -0.006 0.004 -0.139 0.000 -0.001 0.008 0.250 -0.009 0.048 -0.000 0.132 -0.008 0.002 -0.020 -0.005 0.002 0.872 -0.071 1.000 -0.325 -0.002 | -| rho_s | 0.003 0.010 -0.000 0.018 0.007 0.239 0.003 0.012 0.002 0.182 0.024 -0.016 -0.000 -0.206 0.012 -0.004 0.020 0.010 -0.004 -0.100 0.043 -0.325 1.000 0.011 | -| p4040_p | 0.232 0.083 -0.003 0.072 -0.225 0.026 0.038 -0.307 0.057 0.034 0.306 -0.062 -0.001 0.058 -0.175 0.020 -0.022 0.170 0.022 -0.000 -0.015 -0.002 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09451806052547118}), (, {'error': 0.029180939408476547}), (, {'error': 0.010572036382294314}), (, {'error': 0.1780939112955457}), (, {'error': 0.22033475090478188}), (, {'error': 0.020384943532367972}), (, {'error': 0.14021429637987515}), (, {'error': 0.17113283199710466}), (, {'error': 0.20078990975377486}), (, {'error': 0.2364453948097962}), (, {'error': 0.2911596695168257}), (, {'error': 0.08824332119312561}), (, {'error': 0.015275769203427658}), (, {'error': 0.03741279678072118}), (, {'error': 0.032033046596133374}), (, {'error': 0.014475032293552709}), (, {'error': 1.9272000255390491}), (, {'error': 0.23843317009485165}), (, {'error': 0.019601050178795598}), (, {'error': 0.49592624089852233}), (, {'error': 0.49237597424230417}), (, {'error': 2.0036199969377537}), (, {'error': 0.3101700937000884}), (, {'error': 0.14037314481390917})]) -Toy 22/25 -Time taken: 2 h, 48 min -Projected time left: 22 min, 57 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1234 (1234 total) | -| EDM = 4.21E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297203.0745638384 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.46 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 4.627 | 0.026 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | 4.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.48 | 0.19 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -1.04 | 0.23 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 6 | Dbar_p | -1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -1.92 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 5.83 | 0.28 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | 0.43 | 0.10 | | | -2 | 2 | | -| 12| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 14| psi2s_p | 1.867 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 16| phi_s | 20.1 | 1.9 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.39 | 0.22 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.20 | 0.31 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 0.25 | 0.43 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 6.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.24 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.081 0.184 -0.066 -0.246 0.016 0.413 -0.182 0.038 -0.011 0.130 0.084 -0.087 -0.113 0.041 0.043 -0.003 -0.197 0.048 -0.005 -0.004 -0.009 0.013 0.145 | -| jpsi_p | 0.081 1.000 -0.043 0.014 0.223 0.098 0.323 0.015 0.012 -0.064 -0.140 -0.224 0.006 -0.045 0.023 0.062 -0.020 -0.062 0.061 -0.015 -0.036 -0.012 -0.015 -0.096 | -| p4160_p | 0.184 -0.043 1.000 -0.037 -0.387 0.014 0.083 -0.517 0.299 -0.011 -0.065 0.027 -0.171 0.039 -0.125 0.057 -0.003 0.003 0.041 0.001 -0.007 0.006 -0.016 0.234 | -| p4415_s | -0.066 0.014 -0.037 1.000 0.241 -0.036 0.009 0.173 -0.137 0.032 -0.036 0.001 0.305 -0.038 0.018 -0.005 -0.012 -0.002 -0.002 -0.002 -0.001 -0.009 0.021 0.007 | -| Ctt | -0.246 0.223 -0.387 0.241 1.000 0.052 -0.351 0.367 -0.055 0.106 -0.009 -0.682 0.303 0.071 0.168 -0.011 -0.025 -0.201 -0.000 0.007 -0.004 0.014 -0.036 -0.290 | -| bplus_0 | 0.016 0.098 0.014 -0.036 0.052 1.000 -0.066 -0.027 0.013 0.005 -0.133 -0.293 -0.026 -0.911 -0.009 -0.008 0.062 -0.021 -0.000 0.059 -0.010 0.182 -0.371 -0.010 | -| Dbar_p | 0.413 0.323 0.083 0.009 -0.351 -0.066 1.000 -0.115 -0.045 0.026 -0.180 0.098 -0.084 -0.074 0.039 -0.013 -0.011 0.026 0.031 -0.005 0.002 -0.020 0.047 -0.020 | -| p4040_s | -0.182 0.015 -0.517 0.173 0.367 -0.027 -0.115 1.000 -0.183 0.056 -0.182 -0.161 0.134 0.053 0.004 -0.012 -0.018 0.075 -0.006 0.003 -0.004 0.002 -0.002 -0.194 | -| p4415_p | 0.038 0.012 0.299 -0.137 -0.055 0.013 -0.045 -0.183 1.000 0.043 -0.207 -0.226 -0.190 0.115 -0.060 0.025 -0.015 -0.004 0.019 0.007 -0.008 0.015 -0.032 0.159 | -| rho_p | -0.011 -0.064 -0.011 0.032 0.106 0.005 0.026 0.056 0.043 1.000 -0.001 -0.241 0.071 -0.017 0.003 -0.000 -0.005 0.018 0.001 -0.053 -0.012 0.099 0.153 0.001 | -| DDstar_p | 0.130 -0.140 -0.065 -0.036 -0.009 -0.133 -0.180 -0.182 -0.207 -0.001 1.000 0.276 -0.109 -0.168 -0.177 0.067 -0.016 0.026 0.016 -0.020 -0.004 -0.053 0.109 -0.055 | -| bplus_2 | 0.084 -0.224 0.027 0.001 -0.682 -0.293 0.098 -0.161 -0.226 -0.241 0.276 1.000 -0.180 0.049 -0.045 0.025 0.047 0.092 0.005 -0.036 0.020 -0.082 0.152 0.035 | -| p4160_s | -0.087 0.006 -0.171 0.305 0.303 -0.026 -0.084 0.134 -0.190 0.071 -0.109 -0.180 1.000 0.029 -0.047 -0.003 -0.024 0.000 -0.001 0.003 -0.005 0.001 0.000 0.279 | -| bplus_1 | -0.113 -0.045 0.039 -0.038 0.071 -0.911 -0.074 0.053 0.115 -0.017 -0.168 0.049 0.029 1.000 0.039 -0.019 -0.052 -0.024 -0.006 -0.050 0.012 -0.155 0.304 0.045 | -| psi2s_p | 0.041 0.023 -0.125 0.018 0.168 -0.009 0.039 0.004 -0.060 0.003 -0.177 -0.045 -0.047 0.039 1.000 0.022 -0.010 -0.456 0.037 -0.002 -0.008 -0.002 -0.000 -0.202 | -| DDstar_s | 0.043 0.062 0.057 -0.005 -0.011 -0.008 -0.013 -0.012 0.025 -0.000 0.067 0.025 -0.003 -0.019 0.022 1.000 0.000 0.041 -0.002 -0.001 0.001 -0.004 0.008 0.035 | -| phi_s | -0.003 -0.020 -0.003 -0.012 -0.025 0.062 -0.011 -0.018 -0.015 -0.005 -0.016 0.047 -0.024 -0.052 -0.010 0.000 1.000 -0.016 0.001 0.064 0.902 0.009 -0.007 -0.008 | -| p3770_s | -0.197 -0.062 0.003 -0.002 -0.201 -0.021 0.026 0.075 -0.004 0.018 0.026 0.092 0.000 -0.024 -0.456 0.041 -0.016 1.000 0.044 -0.001 -0.009 -0.003 0.005 -0.036 | -| Dbar_s | 0.048 0.061 0.041 -0.002 -0.000 -0.000 0.031 -0.006 0.019 0.001 0.016 0.005 -0.001 -0.006 0.037 -0.002 0.001 0.044 1.000 0.000 0.001 -0.000 0.001 0.030 | -| omega_p | -0.005 -0.015 0.001 -0.002 0.007 0.059 -0.005 0.003 0.007 -0.053 -0.020 -0.036 0.003 -0.050 -0.002 -0.001 0.064 -0.001 0.000 1.000 0.049 0.648 -0.071 0.000 | -| phi_p | -0.004 -0.036 -0.007 -0.001 -0.004 -0.010 0.002 -0.004 -0.008 -0.012 -0.004 0.020 -0.005 0.012 -0.008 0.001 0.902 -0.009 0.001 0.049 1.000 -0.034 0.044 -0.007 | -| omega_s | -0.009 -0.012 0.006 -0.009 0.014 0.182 -0.020 0.002 0.015 0.099 -0.053 -0.082 0.001 -0.155 -0.002 -0.004 0.009 -0.003 -0.000 0.648 -0.034 1.000 -0.419 0.003 | -| rho_s | 0.013 -0.015 -0.016 0.021 -0.036 -0.371 0.047 -0.002 -0.032 0.153 0.109 0.152 0.000 0.304 -0.000 0.008 -0.007 0.005 0.001 -0.071 0.044 -0.419 1.000 -0.007 | -| p4040_p | 0.145 -0.096 0.234 0.007 -0.290 -0.010 -0.020 -0.194 0.159 0.001 -0.055 0.035 0.279 0.045 -0.202 0.035 -0.008 -0.036 0.030 0.000 -0.007 0.003 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.102476384818319}), (, {'error': 0.025635950153462872}), (, {'error': 0.0960929274582325}), (, {'error': 0.1917923204706823}), (, {'error': 0.22715453132251417}), (, {'error': 0.03571783232583514}), (, {'error': 0.35844789826352796}), (, {'error': 0.1750429714974232}), (, {'error': 0.1501382173675152}), (, {'error': 0.2817789037239251}), (, {'error': 0.3676584666102305}), (, {'error': 0.09925932187387265}), (, {'error': 0.17264655450082045}), (, {'error': 0.06441395980686737}), (, {'error': 0.03147449871065611}), (, {'error': 0.034472117413491876}), (, {'error': 1.8745579288420355}), (, {'error': 0.2235924319707996}), (, {'error': 0.026610547866234124}), (, {'error': 0.3051114783538038}), (, {'error': 0.4254406929921899}), (, {'error': 1.3234893390297544}), (, {'error': 0.32875819682016066}), (, {'error': 0.19708163392428713})]) -Toy 23/25 -Time taken: 2 h, 56 min -Projected time left: 15 min, 18 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1444 (1444 total) | -| EDM = 2.7E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297354.89209748915 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.66 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | -1.653 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.05 | 0.12 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 0.126 | 0.023 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.75 | 0.23 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.511 | 0.022 | | | -2 | 2 | | -| 6 | Dbar_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | 6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | -1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.14 | 0.10 | | | -2 | 2 | | -| 12| p4160_s | 1.87 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.98 | 0.05 | | | -2 | 2 | | -| 14| psi2s_p | 1.876 | 0.032 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 16| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 3.21 | 0.24 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.19 | 0.45 | | |-6.28319 | 6.28319 | | -| 20| phi_p | 5.93 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 5.4 | 1.5 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_p | 3.97 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.161 0.251 0.003 -0.251 0.046 0.400 -0.190 0.002 0.004 0.301 -0.146 -0.087 0.176 0.041 0.028 0.004 -0.191 0.045 -0.014 0.002 -0.017 0.039 0.189 | -| jpsi_p | 0.161 1.000 0.026 0.000 0.210 -0.035 0.251 -0.044 0.002 0.025 0.288 0.121 -0.044 0.121 -0.007 0.072 0.010 0.001 0.062 -0.030 -0.016 -0.024 0.024 -0.053 | -| p4160_p | 0.251 0.026 1.000 0.013 -0.413 0.008 0.052 -0.547 -0.005 0.008 0.285 -0.181 -0.172 0.078 -0.103 0.048 0.010 0.056 0.032 -0.004 0.002 -0.001 0.006 0.245 | -| p4415_s | 0.003 0.000 0.013 1.000 -0.004 0.000 -0.004 -0.012 -0.014 -0.001 0.002 0.008 -0.013 -0.005 -0.004 0.001 -0.001 -0.000 0.001 0.000 -0.000 -0.000 -0.000 0.006 | -| Ctt | -0.251 0.210 -0.413 -0.004 1.000 -0.001 -0.355 0.371 -0.008 -0.031 -0.052 0.755 0.258 -0.229 0.164 -0.004 -0.051 -0.218 0.005 -0.006 -0.016 -0.023 0.011 -0.320 | -| bplus_0 | 0.046 -0.035 0.008 0.000 -0.001 1.000 0.044 0.021 -0.001 0.002 0.033 0.041 0.034 -0.835 -0.005 0.001 -0.003 0.045 0.002 -0.068 0.023 -0.096 0.231 0.014 | -| Dbar_p | 0.400 0.251 0.052 -0.004 -0.355 0.044 1.000 -0.157 0.003 -0.009 -0.134 -0.093 -0.145 0.189 -0.037 0.008 -0.008 -0.025 0.033 -0.013 0.004 -0.023 0.049 -0.040 | -| p4040_s | -0.190 -0.044 -0.547 -0.012 0.371 0.021 -0.157 1.000 -0.001 -0.019 -0.143 0.208 0.032 -0.067 -0.044 0.010 -0.029 0.055 -0.001 -0.003 -0.005 -0.014 0.013 -0.252 | -| p4415_p | 0.002 0.002 -0.005 -0.014 -0.008 -0.001 0.003 -0.001 1.000 0.001 0.003 -0.003 -0.008 -0.000 0.003 -0.001 0.001 0.001 -0.001 0.000 0.000 0.001 -0.001 -0.004 | -| rho_p | 0.004 0.025 0.008 -0.001 -0.031 0.002 -0.009 -0.019 0.001 1.000 0.002 -0.076 -0.023 -0.007 -0.000 -0.000 -0.039 -0.004 -0.001 -0.017 -0.035 -0.064 -0.134 0.002 | -| DDstar_p | 0.301 0.288 0.285 0.002 -0.052 0.033 -0.134 -0.143 0.003 0.002 1.000 -0.247 -0.080 0.350 0.043 0.041 0.012 0.216 -0.005 -0.019 0.008 -0.025 0.066 0.185 | -| bplus_2 | -0.146 0.121 -0.181 0.008 0.755 0.041 -0.093 0.208 -0.003 -0.076 -0.247 1.000 0.228 -0.348 -0.004 0.007 -0.108 -0.157 0.005 -0.006 -0.016 -0.048 0.042 -0.132 | -| p4160_s | -0.087 -0.044 -0.172 -0.013 0.258 0.034 -0.145 0.032 -0.008 -0.023 -0.080 0.228 1.000 -0.075 -0.106 0.014 -0.035 -0.021 0.004 -0.004 -0.005 -0.017 0.018 0.296 | -| bplus_1 | 0.176 0.121 0.078 -0.005 -0.229 -0.835 0.189 -0.067 -0.000 -0.007 0.350 -0.348 -0.075 1.000 0.039 -0.006 0.010 0.095 -0.002 0.048 -0.008 0.065 -0.144 0.045 | -| psi2s_p | 0.041 -0.007 -0.103 -0.004 0.164 -0.005 -0.037 -0.044 0.003 -0.000 0.043 -0.004 -0.106 0.039 1.000 0.038 -0.003 -0.422 0.038 -0.006 -0.002 -0.007 0.010 -0.204 | -| DDstar_s | 0.028 0.072 0.048 0.001 -0.004 0.001 0.008 0.010 -0.001 -0.000 0.041 0.007 0.014 -0.006 0.038 1.000 0.000 0.033 -0.003 0.001 0.001 0.000 -0.001 0.037 | -| phi_s | 0.004 0.010 0.010 -0.001 -0.051 -0.003 -0.008 -0.029 0.001 -0.039 0.012 -0.108 -0.035 0.010 -0.003 0.000 1.000 -0.008 -0.000 0.023 0.647 0.007 0.044 0.000 | -| p3770_s | -0.191 0.001 0.056 -0.000 -0.218 0.045 -0.025 0.055 0.001 -0.004 0.216 -0.157 -0.021 0.095 -0.422 0.033 -0.008 1.000 0.036 -0.008 0.001 -0.013 0.024 -0.003 | -| Dbar_s | 0.045 0.062 0.032 0.001 0.005 0.002 0.033 -0.001 -0.001 -0.001 -0.005 0.005 0.004 -0.002 0.038 -0.003 -0.000 0.036 1.000 0.000 0.001 -0.000 0.000 0.029 | -| omega_p | -0.014 -0.030 -0.004 0.000 -0.006 -0.068 -0.013 -0.003 0.000 -0.017 -0.019 -0.006 -0.004 0.048 -0.006 0.001 0.023 -0.008 0.000 1.000 -0.023 0.802 -0.208 -0.003 | -| phi_p | 0.002 -0.016 0.002 -0.000 -0.016 0.023 0.004 -0.005 0.000 -0.035 0.008 -0.016 -0.005 -0.008 -0.002 0.001 0.647 0.001 0.001 -0.023 1.000 -0.057 0.061 0.001 | -| omega_s | -0.017 -0.024 -0.001 -0.000 -0.023 -0.096 -0.023 -0.014 0.001 -0.064 -0.025 -0.048 -0.017 0.065 -0.007 0.000 0.007 -0.013 -0.000 0.802 -0.057 1.000 -0.421 -0.003 | -| rho_s | 0.039 0.024 0.006 -0.000 0.011 0.231 0.049 0.013 -0.001 -0.134 0.066 0.042 0.018 -0.144 0.010 -0.001 0.044 0.024 0.000 -0.208 0.061 -0.421 1.000 0.006 | -| p4040_p | 0.189 -0.053 0.245 0.006 -0.320 0.014 -0.040 -0.252 -0.004 0.002 0.185 -0.132 0.296 0.045 -0.204 0.037 0.000 -0.003 0.029 -0.003 0.001 -0.003 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10829975959110794}), (, {'error': 0.027914705378341065}), (, {'error': 0.11760076645815731}), (, {'error': 0.022915766282104358}), (, {'error': 0.22836099519343622}), (, {'error': 0.022317767443714498}), (, {'error': 0.3530387346791284}), (, {'error': 0.16700001503211803}), (, {'error': 0.19112231845044692}), (, {'error': 0.2065348613242426}), (, {'error': 0.36181877403121376}), (, {'error': 0.09516601124013513}), (, {'error': 0.15847126272794976}), (, {'error': 0.047204091743358156}), (, {'error': 0.03156945774873332}), (, {'error': 0.02761296029233773}), (, {'error': 1.0194477149591723}), (, {'error': 0.23541592241809406}), (, {'error': 0.02353289038620726}), (, {'error': 0.44698894416687596}), (, {'error': 0.22683012856600548}), (, {'error': 1.4638854855004468}), (, {'error': 0.3307985605487445}), (, {'error': 0.19755118899216484})]) -Toy 24/25 -Time taken: 3 h, 4 min -Projected time left: 7 min, 42 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1464 (1464 total) | -| EDM = 0.0054 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297100.78703915636 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.79 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | jpsi_p | 1.632 | 0.019 | | |-6.28319 | 6.28319 | | -| 2 | p4160_p | -2.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 3 | p4415_s | 1.35 | 0.16 | | |0.126447 | 2.35355 | | -| 4 | Ctt | -0.35 | 0.18 | | | -1.5 | 1.5 | | -| 5 | bplus_0 | 0.462 | 0.012 | | | -2 | 2 | | -| 6 | Dbar_p | 3.58 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.13 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | p4415_p | 4.22 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| DDstar_p | 3.10 | 0.23 | | |-6.28319 | 6.28319 | | -| 11| bplus_2 | -0.27 | 0.07 | | | -2 | 2 | | -| 12| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| bplus_1 | -0.896 | 0.025 | | | -2 | 2 | | -| 14| psi2s_p | 1.801 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 16| phi_s | 19.1 | 0.7 | | | 14.8182 | 23.5818 | | -| 17| p3770_s | 2.40 | 0.18 | | |0.918861 | 4.08114 | | -| 18| Dbar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 19| omega_p | 0.024 | 0.206 | | |-6.28319 | 6.28319 | | -| 20| phi_p | -5.63 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| omega_s | 5.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| rho_s | 0.64 | 0.23 | | |0.0253049| 2.0747 | | -| 23| p4040_p | -2.70 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p jpsi_p p4160_p p4415_s Ctt bplus_0 Dbar_p p4040_s p4415_p rho_p DDstar_p bplus_2 p4160_s bplus_1 psi2s_p DDstar_s phi_s p3770_s Dbar_s omega_p phi_p omega_s rho_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.144 0.201 -0.580 -0.834 0.896 -0.724 -0.703 -0.516 -0.129 -0.123 0.816 -0.732 0.900 -0.278 -0.742 0.098 -0.464 -0.939 -0.027 0.090 -0.096 0.322 -0.396 | -| jpsi_p | 0.144 1.000 0.140 -0.121 -0.176 0.151 -0.001 -0.085 -0.029 -0.001 -0.267 0.108 -0.118 0.150 0.075 -0.133 -0.006 0.034 -0.140 -0.004 0.009 -0.019 0.041 -0.003 | -| p4160_p | 0.201 0.140 1.000 -0.041 -0.221 0.153 -0.064 -0.282 0.036 -0.019 -0.253 0.175 -0.171 0.153 -0.034 -0.128 0.016 -0.038 -0.176 -0.004 0.018 -0.017 0.054 -0.003 | -| p4415_s | -0.580 -0.121 -0.041 1.000 0.602 -0.557 0.478 0.470 0.323 0.084 0.076 -0.548 0.531 -0.560 0.173 0.467 -0.065 0.283 0.615 0.017 -0.058 0.061 -0.206 0.313 | -| Ctt | -0.834 -0.176 -0.221 0.602 1.000 -0.849 0.752 0.712 0.488 0.111 0.092 -0.696 0.731 -0.854 0.342 0.716 -0.087 0.383 0.887 0.024 -0.082 0.088 -0.299 0.357 | -| bplus_0 | 0.896 0.151 0.153 -0.557 -0.849 1.000 -0.774 -0.702 -0.548 -0.106 -0.100 0.808 -0.730 0.890 -0.291 -0.746 0.092 -0.429 -0.957 -0.026 0.090 -0.098 0.337 -0.443 | -| Dbar_p | -0.724 -0.001 -0.064 0.478 0.752 -0.774 1.000 0.596 0.477 0.111 0.273 -0.723 0.620 -0.778 0.331 0.649 -0.083 0.466 0.796 0.024 -0.076 0.084 -0.280 0.444 | -| p4040_s | -0.703 -0.085 -0.282 0.470 0.712 -0.702 0.596 1.000 0.382 0.109 0.012 -0.652 0.563 -0.706 0.225 0.581 -0.082 0.400 0.753 0.022 -0.071 0.076 -0.258 0.312 | -| p4415_p | -0.516 -0.029 0.036 0.323 0.488 -0.548 0.477 0.382 1.000 0.087 -0.073 -0.457 0.380 -0.552 0.180 0.447 -0.063 0.290 0.569 0.017 -0.054 0.059 -0.200 0.330 | -| rho_p | -0.129 -0.001 -0.019 0.084 0.111 -0.106 0.111 0.109 0.087 1.000 0.023 -0.037 0.114 -0.110 0.046 0.104 -0.064 0.071 0.134 -0.079 -0.117 0.067 0.001 0.068 | -| DDstar_p | -0.123 -0.267 -0.253 0.076 0.092 -0.100 0.273 0.012 -0.073 0.023 1.000 -0.080 0.049 -0.102 -0.110 0.103 -0.020 -0.052 0.108 0.002 -0.017 0.009 -0.040 -0.084 | -| bplus_2 | 0.816 0.108 0.175 -0.548 -0.696 0.808 -0.723 -0.652 -0.457 -0.037 -0.080 1.000 -0.669 0.813 -0.292 -0.691 0.060 -0.393 -0.869 -0.018 0.079 -0.083 0.267 -0.383 | -| p4160_s | -0.732 -0.118 -0.171 0.531 0.731 -0.730 0.620 0.563 0.380 0.114 0.049 -0.669 1.000 -0.735 0.219 0.608 -0.085 0.375 0.784 0.023 -0.074 0.079 -0.269 0.488 | -| bplus_1 | 0.900 0.150 0.153 -0.560 -0.854 0.890 -0.778 -0.706 -0.552 -0.110 -0.102 0.813 -0.735 1.000 -0.292 -0.750 0.093 -0.433 -0.962 -0.026 0.090 -0.096 0.324 -0.446 | -| psi2s_p | -0.278 0.075 -0.034 0.173 0.342 -0.291 0.331 0.225 0.180 0.046 -0.110 -0.292 0.219 -0.292 1.000 0.237 -0.036 -0.006 0.313 0.010 -0.030 0.032 -0.108 0.105 | -| DDstar_s | -0.742 -0.133 -0.128 0.467 0.716 -0.746 0.649 0.581 0.447 0.104 0.103 -0.691 0.608 -0.750 0.237 1.000 -0.081 0.368 0.801 0.022 -0.076 0.079 -0.268 0.371 | -| phi_s | 0.098 -0.006 0.016 -0.065 -0.087 0.092 -0.083 -0.082 -0.063 -0.064 -0.020 0.060 -0.085 0.093 -0.036 -0.081 1.000 -0.054 -0.104 0.008 0.483 -0.013 0.031 -0.052 | -| p3770_s | -0.464 0.034 -0.038 0.283 0.383 -0.429 0.466 0.400 0.290 0.071 -0.052 -0.393 0.375 -0.433 -0.006 0.368 -0.054 1.000 0.457 0.014 -0.043 0.046 -0.163 0.211 | -| Dbar_s | -0.939 -0.140 -0.176 0.615 0.887 -0.957 0.796 0.753 0.569 0.134 0.108 -0.869 0.784 -0.962 0.313 0.801 -0.104 0.457 1.000 0.029 -0.096 0.102 -0.343 0.459 | -| omega_p | -0.027 -0.004 -0.004 0.017 0.024 -0.026 0.024 0.022 0.017 -0.079 0.002 -0.018 0.023 -0.026 0.010 0.022 0.008 0.014 0.029 1.000 -0.003 0.407 0.051 0.014 | -| phi_p | 0.090 0.009 0.018 -0.058 -0.082 0.090 -0.076 -0.071 -0.054 -0.117 -0.017 0.079 -0.074 0.090 -0.030 -0.076 0.483 -0.043 -0.096 -0.003 1.000 -0.054 0.107 -0.044 | -| omega_s | -0.096 -0.019 -0.017 0.061 0.088 -0.098 0.084 0.076 0.059 0.067 0.009 -0.083 0.079 -0.096 0.032 0.079 -0.013 0.046 0.102 0.407 -0.054 1.000 -0.300 0.047 | -| rho_s | 0.322 0.041 0.054 -0.206 -0.299 0.337 -0.280 -0.258 -0.200 0.001 -0.040 0.267 -0.269 0.324 -0.108 -0.268 0.031 -0.163 -0.343 0.051 0.107 -0.300 1.000 -0.163 | -| p4040_p | -0.396 -0.003 -0.003 0.313 0.357 -0.443 0.444 0.312 0.330 0.068 -0.084 -0.383 0.488 -0.446 0.105 0.371 -0.052 0.211 0.459 0.014 -0.044 0.047 -0.163 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2549250929486604}), (, {'error': 0.01897984936580155}), (, {'error': 0.06732320942943937}), (, {'error': 0.16086112318459878}), (, {'error': 0.18071458324772105}), (, {'error': 0.012369469579846193}), (, {'error': 0.29921383461563256}), (, {'error': 0.16463574840955858}), (, {'error': 0.14049556970453292}), (, {'error': 0.442881558592076}), (, {'error': 0.22784073123764514}), (, {'error': 0.06793783951647314}), (, {'error': 0.1743609990523476}), (, {'error': 0.025068154331500114}), (, {'error': 0.02429276099400024}), (, {'error': 0.10150130171526131}), (, {'error': 0.718018673875692}), (, {'error': 0.17830171926526472}), (, {'error': 0.37263800519492857}), (, {'error': 0.2057435055622152}), (, {'error': 0.15057055716532375}), (, {'error': 0.7691769051296209}), (, {'error': 0.23257855124499582}), (, {'error': 0.12764268429865266})]) -Toy 25/25 -Time taken: 3 h, 13 min -Projected time left: -19/25 fits converged -Mean Ctt value = -0.5129468611441571 -Mean Ctt error = 0.1997534829180394 -95 Sensitivy = 0.0003351722130782547 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247869.out b/finished fits/ff1data1/slurm-2247869.out deleted file mode 100644 index 8691b95..0000000 --- a/finished fits/ff1data1/slurm-2247869.out +++ /dev/null @@ -1,5355 +0,0 @@ -Simulation starting -2019-09-05 19:02:36.787831: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:02:37.133699: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:07:00.0 -2019-09-05 19:02:37.134324: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:02:37.137287: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:02:37.140485: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:02:37.141243: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:02:37.144051: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:02:37.146266: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:02:37.153522: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:02:37.160426: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:02:37.160915: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:02:37.188930: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:02:37.189344: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ffed7f9aa0 executing computations on platform Host. Devices: -2019-09-05 19:02:37.189395: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:02:37.193461: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:07:00.0 -2019-09-05 19:02:37.193632: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:02:37.193662: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:02:37.193688: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:02:37.193713: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:02:37.193739: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:02:37.193764: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:02:37.193790: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:02:37.200735: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:02:37.200925: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:02:37.421943: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:02:37.422012: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:02:37.422027: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:02:37.432116: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:07:00.0, compute capability: 3.7) -2019-09-05 19:02:37.435176: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ffedd55f40 executing computations on platform CUDA. Devices: -2019-09-05 19:02:37.435246: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:02:39.694788 140034508703488 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:02:39.755118 140034508703488 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:02:40.275586 140034508703488 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:03:02.960277: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:03:12.160133 140034508703488 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 341631.1286618 Edm = 301.792 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 341631.1286618 Edm = 301.792 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311898.0680983 Edm = 28.3248 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 311643.8773171 Edm = 144.522 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304772.22327 Edm = 684.317 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304040.475956 Edm = 13832.5 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 303921.1618297 Edm = 975.321 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 303618.1283133 Edm = 107.003 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 303540.3831103 Edm = 47.0251 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 302342.0519406 Edm = 215.358 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 302287.2830321 Edm = 265.749 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 301898.2700448 Edm = 86.4661 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 301729.2621726 Edm = 326.829 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 298372.105103 Edm = 56.8806 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298313.7708042 Edm = 40.7187 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298123.2173186 Edm = 3.10644 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298103.0156988 Edm = 9.00593 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298079.6832458 Edm = 8.52731 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 298065.9639694 Edm = 9.92233 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 298046.8085166 Edm = 18.7756 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 298022.9129309 Edm = 21.3103 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297979.0645849 Edm = 28.9059 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297918.9158256 Edm = 155.28 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297894.7045637 Edm = 40.5539 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297798.4561717 Edm = 31.9925 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297750.3638641 Edm = 79.8387 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297697.8267413 Edm = 0.310918 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297697.5775203 Edm = 0.41482 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297696.9546057 Edm = 1.12015 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297674.9618175 Edm = 16.0973 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297606.6142704 Edm = 1.92763 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297603.634223 Edm = 0.815069 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297598.7185274 Edm = 1.53664 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297593.9279983 Edm = 3.38797 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297591.9788493 Edm = 1.50926 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297589.9846461 Edm = 1.52841 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297588.3149018 Edm = 1.11733 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297585.1627563 Edm = 1.44214 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297581.0925681 Edm = 5.47025 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297578.6787668 Edm = 3.01359 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297573.0349321 Edm = 2.16192 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297567.797189 Edm = 9.12329 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297563.3920506 Edm = 8.63159 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297554.7743925 Edm = 5.0591 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297549.227372 Edm = 11.1284 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297544.7704443 Edm = 5.4695 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297534.449242 Edm = 18.3258 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297533.0097576 Edm = 1.51818 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297491.0361575 Edm = 13.7124 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297487.7695243 Edm = 26.1751 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297483.067112 Edm = 13.6447 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297475.7691799 Edm = 4.00117 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297470.5183469 Edm = 0.584304 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297470.1001839 Edm = 0.0253987 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297469.8601204 Edm = 0.205394 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297462.1925324 Edm = 12.1201 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297428.2764467 Edm = 38.0419 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297366.9018655 Edm = 6.74947 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297349.2183529 Edm = 3.14964 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297344.3552469 Edm = 0.550278 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297343.4899988 Edm = 0.338541 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297335.7802797 Edm = 3.59624 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297335.4336986 Edm = 46.1949 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297334.9346829 Edm = 0.0316828 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297334.8856477 Edm = 0.0235884 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297334.6079332 Edm = 0.152078 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297334.0311873 Edm = 0.336283 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297316.3818988 Edm = 11.9197 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297270.6385966 Edm = 4.06403 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297264.7761952 Edm = 1.53873 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297263.092094 Edm = 0.249577 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297262.8974721 Edm = 0.016852 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297262.8744924 Edm = 0.009041 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297262.7022549 Edm = 0.090048 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297261.0678824 Edm = 0.481126 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297259.7216561 Edm = 0.256982 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297259.3460441 Edm = 0.00679061 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297259.3374045 Edm = 0.00184625 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297259.2632845 Edm = 0.0689427 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297245.6586582 Edm = 8.49266 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297229.0813123 Edm = 1.57901 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297228.5588661 Edm = 0.245703 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297228.3582227 Edm = 0.0321429 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297228.3292331 Edm = 0.00838346 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297228.3157804 Edm = 0.00196584 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297228.3129831 Edm = 0.000682977 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297228.2843565 Edm = 0.0312881 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297228.2216504 Edm = 0.0575178 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297224.2016872 Edm = 2.70278 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297224.076758 Edm = 0.0777183 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297223.2355368 Edm = 0.483882 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297219.4828077 Edm = 1.75595 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297214.9321753 Edm = 0.204095 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297214.6596423 Edm = 0.00602063 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297214.6531474 Edm = 0.00101598 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297214.6513281 Edm = 0.00187717 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297214.6323753 Edm = 0.0180225 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297213.7342576 Edm = 0.848117 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297207.1703974 Edm = 1.90678 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297203.9032894 Edm = 1.58313 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297202.5896286 Edm = 0.498021 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297201.9064282 Edm = 0.148069 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297201.7364766 Edm = 0.0731753 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297201.674801 Edm = 0.00510867 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297201.6692064 Edm = 0.000563367 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297201.6666541 Edm = 0.00213753 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297201.5995547 Edm = 0.071186 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297201.5430305 Edm = 0.0550144 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297201.5213574 Edm = 0.0205806 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297195.1269956 Edm = 1.96635 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297190.3146923 Edm = 0.827538 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297189.6536979 Edm = 0.115666 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297189.5796287 Edm = 0.0176854 NCalls = 370 -VariableMetric: Iteration # 112 - FCN = 297189.5612737 Edm = 0.00566308 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297189.5530085 Edm = 0.00127819 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297189.5511504 Edm = 0.000115502 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297189.5503479 Edm = 0.000633887 NCalls = 379 -VariableMetric: Iteration # 116 - FCN = 297189.4828382 Edm = 0.0618513 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297187.3520396 Edm = 0.405635 NCalls = 388 -VariableMetric: Iteration # 118 - FCN = 297186.7968596 Edm = 0.10892 NCalls = 390 -VariableMetric: Iteration # 119 - FCN = 297186.7382282 Edm = 0.00362888 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297186.7338795 Edm = 0.000225697 NCalls = 394 -VariableMetric: Iteration # 121 - FCN = 297186.7335394 Edm = 0.000124055 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297186.7311219 Edm = 0.00203602 NCalls = 400 -VariableMetric: Iteration # 123 - FCN = 297186.7093952 Edm = 0.0155154 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297186.3520527 Edm = 0.257861 NCalls = 407 -VariableMetric: Iteration # 125 - FCN = 297185.4211692 Edm = 0.149805 NCalls = 410 -VariableMetric: Iteration # 126 - FCN = 297185.2903101 Edm = 0.0159952 NCalls = 412 -VariableMetric: Iteration # 127 - FCN = 297185.2738046 Edm = 0.000530124 NCalls = 414 -VariableMetric: Iteration # 128 - FCN = 297185.2732628 Edm = 6.84015e-05 NCalls = 415 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308548.8513039 Edm = 21.6576 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308548.8513039 Edm = 21.6576 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306242.171127 Edm = 16.5771 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306164.347672 Edm = 177.274 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304345.9838085 Edm = 167.776 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 304180.6824813 Edm = 247.138 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 303456.1992482 Edm = 53.8426 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 303410.80611 Edm = 57.92 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 303062.061139 Edm = 1114.98 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 300057.4575287 Edm = 285.497 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298808.2952435 Edm = 401.804 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298346.6842161 Edm = 9.47758 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298328.6528636 Edm = 1.17996 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298286.6463759 Edm = 42.1168 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298208.9784148 Edm = 58.8476 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298033.0970945 Edm = 302.918 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297788.9808818 Edm = 201.339 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297669.303727 Edm = 20.6695 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297648.4709387 Edm = 1.4047 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297647.178292 Edm = 0.0494637 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297647.1264652 Edm = 0.0629034 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297646.7410158 Edm = 0.398677 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297637.4244211 Edm = 7.10861 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297570.8339431 Edm = 11.746 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297562.398537 Edm = 1.19505 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297560.9897972 Edm = 0.0419448 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297560.8917921 Edm = 0.0653834 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297538.8800179 Edm = 16.8295 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297538.735122 Edm = 0.0597599 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297538.6562181 Edm = 0.051849 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297535.6495441 Edm = 2.21264 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297487.6807051 Edm = 41.4948 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297476.1425053 Edm = 32.3201 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297463.8981249 Edm = 24.2789 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297433.5594874 Edm = 62.8767 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297418.0914753 Edm = 28.8064 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297408.269648 Edm = 5.54703 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297401.4310097 Edm = 0.499884 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297400.9160369 Edm = 0.0509654 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297400.8422852 Edm = 0.0312933 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297400.4564055 Edm = 0.240008 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297365.8767685 Edm = 5.2212 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297356.4703082 Edm = 1.89616 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297351.1490845 Edm = 1.26744 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297350.0300748 Edm = 0.133492 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297349.8798243 Edm = 0.00651045 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297349.8684367 Edm = 0.00471911 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297349.7926961 Edm = 0.0542455 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297349.3016658 Edm = 0.391977 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297337.8940576 Edm = 6.26245 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297329.3213491 Edm = 2.57395 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297328.0316851 Edm = 0.316829 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297327.7275709 Edm = 0.0194065 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297327.6945196 Edm = 0.00140334 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297327.6925761 Edm = 0.0003935 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297327.6844934 Edm = 0.010092 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297327.6104022 Edm = 0.0791765 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297327.3800967 Edm = 0.207308 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297324.6704622 Edm = 0.0844756 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297324.589284 Edm = 0.00119817 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297324.5878031 Edm = 0.000409244 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297324.5317032 Edm = 0.0535912 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297322.20965 Edm = 0.907572 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297320.6105479 Edm = 0.0431126 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297320.5711037 Edm = 0.00450451 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297320.5670366 Edm = 0.00018614 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297320.5668159 Edm = 4.25717e-05 NCalls = 222 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301906.1595649 Edm = 4.19858 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301906.1595649 Edm = 4.19858 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301599.5676577 Edm = 1.97516 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301590.2230194 Edm = 14.5461 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300991.2734506 Edm = 125.747 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300633.6252457 Edm = 8.1898 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300625.1713118 Edm = 2.5294 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 300619.3526977 Edm = 1.53518 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299166.3929817 Edm = 11.5278 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299130.5167336 Edm = 1.44321 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299128.1077431 Edm = 0.868417 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298029.6105377 Edm = 3822.4 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297880.6295858 Edm = 67.8594 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297751.6177095 Edm = 70.5247 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297519.1286648 Edm = 2.32724 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297516.3130287 Edm = 0.135952 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297516.0920274 Edm = 0.0296443 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297515.1871928 Edm = 0.828576 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297439.9072866 Edm = 5.62462 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297433.3557626 Edm = 0.10651 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297433.2219033 Edm = 0.0085914 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297433.0140081 Edm = 0.206846 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297419.6098455 Edm = 1.23009 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297398.4315149 Edm = 1.4931 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297396.7396192 Edm = 0.0919275 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297396.6377459 Edm = 0.00943211 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297396.4023462 Edm = 0.226841 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297379.8859322 Edm = 0.606332 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297319.4038666 Edm = 13.703 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297307.0772413 Edm = 5.33652 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297301.3636931 Edm = 0.588895 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297300.8203208 Edm = 0.0400146 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297300.7729229 Edm = 0.0103711 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297300.7572037 Edm = 0.00297878 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297300.7421977 Edm = 0.0133545 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297300.3794735 Edm = 0.390907 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297299.1435649 Edm = 1.2023 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297279.7899075 Edm = 7.64771 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297275.4977506 Edm = 3.12879 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297274.5641102 Edm = 0.462162 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297274.3921137 Edm = 0.0235232 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297274.3664277 Edm = 0.00270437 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297274.3631638 Edm = 0.00157234 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297274.313922 Edm = 0.041447 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297272.1178965 Edm = 1.32886 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297269.1270828 Edm = 0.0772642 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297269.0385003 Edm = 0.00150197 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297269.0362774 Edm = 0.000241769 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297269.0353 Edm = 0.00078492 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297269.0191064 Edm = 0.0165935 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297268.7330192 Edm = 0.0670093 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297267.4444211 Edm = 0.608132 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297265.5761852 Edm = 0.129358 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297265.4041894 Edm = 0.0168698 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297265.3865762 Edm = 0.000545243 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297265.3858404 Edm = 0.000149328 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297265.383196 Edm = 0.00252262 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297265.1418107 Edm = 0.0326971 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297263.9323127 Edm = 0.468075 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297262.7800352 Edm = 0.26469 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297262.5896995 Edm = 0.015287 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297262.5765512 Edm = 0.000324068 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297262.5759389 Edm = 0.000229191 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297262.5750334 Edm = 0.000466258 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297262.5689469 Edm = 0.00650502 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297262.1973728 Edm = 0.283655 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297260.197164 Edm = 0.0912274 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297260.1018873 Edm = 0.0027938 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297260.098551 Edm = 9.76185e-05 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297260.0983633 Edm = 7.97462e-05 NCalls = 233 -VariableMetric: After Hessian - FCN = 297260.0983633 Edm = 24.4927 NCalls = 700 -VariableMetric: Iteration # 69 - FCN = 297260.0983633 Edm = 24.4927 NCalls = 700 -VariableMetric: Iteration # 70 - FCN = 297259.7145195 Edm = 6.16197 NCalls = 703 -VariableMetric: Iteration # 71 - FCN = 297255.3106343 Edm = 0.505296 NCalls = 709 -VariableMetric: Iteration # 72 - FCN = 297255.1349734 Edm = 2.26834 NCalls = 711 -VariableMetric: Iteration # 73 - FCN = 297254.4782628 Edm = 1.13393 NCalls = 714 -VariableMetric: Iteration # 74 - FCN = 297254.0590215 Edm = 0.550471 NCalls = 716 -VariableMetric: Iteration # 75 - FCN = 297252.003901 Edm = 6.0156 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297251.6352146 Edm = 0.966538 NCalls = 725 -VariableMetric: Iteration # 77 - FCN = 297250.179623 Edm = 2.19184 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297248.3529736 Edm = 0.47628 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297247.3848237 Edm = 0.636925 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297246.6645165 Edm = 0.184593 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297246.4271926 Edm = 0.153924 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297246.2671259 Edm = 0.0476845 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297246.2080043 Edm = 0.0218449 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297246.1572664 Edm = 0.00967088 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297246.1271959 Edm = 0.00950775 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297246.101188 Edm = 0.0108423 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297246.0675956 Edm = 0.00669382 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297246.0352955 Edm = 0.0050732 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297246.026217 Edm = 0.00310455 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297246.0116262 Edm = 0.00462149 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297246.0001815 Edm = 0.00512533 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297245.9738477 Edm = 0.00763378 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297245.946033 Edm = 0.00986444 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297245.925629 Edm = 0.00854889 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297245.9025098 Edm = 0.010285 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297245.8700674 Edm = 0.010743 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297245.8386845 Edm = 0.0120899 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297245.827838 Edm = 0.00549341 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297245.8153201 Edm = 0.00460993 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297245.8048889 Edm = 0.00116609 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297245.8018365 Edm = 0.00145746 NCalls = 783 -VariableMetric: Iteration # 102 - FCN = 297245.7983946 Edm = 0.00228906 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297245.7930736 Edm = 0.00203187 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297245.7895299 Edm = 0.00105407 NCalls = 791 -VariableMetric: Iteration # 105 - FCN = 297245.7850766 Edm = 0.00212765 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297245.7761652 Edm = 0.00266431 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297245.7721086 Edm = 0.0086744 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297245.7674006 Edm = 0.00107056 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297245.7653329 Edm = 0.000705776 NCalls = 803 -VariableMetric: Iteration # 110 - FCN = 297245.7642382 Edm = 0.000386689 NCalls = 805 -VariableMetric: Iteration # 111 - FCN = 297245.7636114 Edm = 0.000147154 NCalls = 807 -VariableMetric: Iteration # 112 - FCN = 297245.7633466 Edm = 2.85066e-05 NCalls = 809 -VariableMetric: After Hessian - FCN = 297245.7633466 Edm = 0.0176322 NCalls = 1292 -VariableMetric: Iteration # 113 - FCN = 297245.7633466 Edm = 0.0176322 NCalls = 1292 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321425.7064001 Edm = 1202.88 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321425.7064001 Edm = 1202.88 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 320980.5687267 Edm = 45.6819 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 320831.5285285 Edm = 107.78 NCalls = 5 -VariableMetric: Iteration # 3 - FCN = 300995.2860688 Edm = 520.479 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300870.858937 Edm = 53.5061 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300149.0539697 Edm = 39.0911 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299846.9440314 Edm = 18.2235 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299301.5736611 Edm = 8.28002 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 299259.342752 Edm = 68.0929 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 299093.7602039 Edm = 66.6321 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298934.7193472 Edm = 490.37 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298665.6132781 Edm = 29.8487 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 298624.9349349 Edm = 101.475 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 298382.6137313 Edm = 87.6779 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 298309.8935894 Edm = 72.8494 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 298296.8427771 Edm = 95.7104 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 298257.331255 Edm = 16.8512 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298241.3243593 Edm = 7.77288 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 298234.3426016 Edm = 3.93069 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 298042.3531764 Edm = 86.4338 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297695.7165314 Edm = 4.47418 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297685.1276491 Edm = 3.0677 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297664.3446647 Edm = 5.82344 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297636.5570155 Edm = 29.3512 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297628.7447705 Edm = 5.46926 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297614.5099564 Edm = 5.53075 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297599.5800509 Edm = 27.747 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297579.412128 Edm = 26.0244 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297566.5991288 Edm = 2.29427 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297564.9606963 Edm = 2.21307 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297558.5678637 Edm = 4.38999 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297555.1204947 Edm = 0.76515 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297554.2619008 Edm = 0.0926156 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297553.4759074 Edm = 0.772421 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297527.7621232 Edm = 24.8228 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297527.5893584 Edm = 0.137456 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297512.7446329 Edm = 7.45419 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297491.4405597 Edm = 11.5946 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297470.2255781 Edm = 26.2364 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297391.1842883 Edm = 16.4552 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297375.1820996 Edm = 8.16304 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297369.2597275 Edm = 2.17025 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297364.8313545 Edm = 1.94495 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297362.2632127 Edm = 3.23462 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297360.33701 Edm = 0.348597 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297359.9416967 Edm = 0.0278738 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297359.7767984 Edm = 0.165045 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297347.5458548 Edm = 7.63834 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297329.1589858 Edm = 2.67019 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297323.8220368 Edm = 0.820459 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297323.3117802 Edm = 0.171474 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297323.1921927 Edm = 0.0272918 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297323.0329404 Edm = 0.129962 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297304.740054 Edm = 16.2795 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297277.1608994 Edm = 10.2911 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297267.1714081 Edm = 9.5351 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297265.3709914 Edm = 1.64173 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297264.1287681 Edm = 0.471614 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297263.7796386 Edm = 0.0388722 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297263.7374111 Edm = 0.00639456 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297263.7092447 Edm = 0.0187318 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297262.1332101 Edm = 1.35548 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297233.4470793 Edm = 8.41165 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297225.0872329 Edm = 1.5405 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297223.808722 Edm = 0.717741 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297222.7165186 Edm = 0.349604 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297222.2014651 Edm = 0.111476 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297222.0717031 Edm = 0.0139025 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297222.0522671 Edm = 0.00457892 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297222.00271 Edm = 0.0486226 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297219.1049023 Edm = 1.64514 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297213.5456025 Edm = 0.381668 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297213.1801699 Edm = 0.109471 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297213.0916748 Edm = 0.0199964 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297213.0430264 Edm = 0.00426222 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297213.0332473 Edm = 0.00437072 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297212.9653674 Edm = 0.0549471 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297212.3982616 Edm = 0.272132 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297209.6035031 Edm = 1.88551 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297201.2368699 Edm = 2.94758 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297198.9559836 Edm = 0.304265 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297198.7182704 Edm = 0.0274354 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297198.6957389 Edm = 0.00169602 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297198.6933362 Edm = 0.000736838 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297198.6922386 Edm = 0.000848794 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297198.6826127 Edm = 0.00794995 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297198.1921649 Edm = 0.483651 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297192.4180195 Edm = 1.38559 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297190.6766547 Edm = 0.0871373 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297190.5929271 Edm = 0.00789179 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297190.583983 Edm = 0.000849161 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297190.5828604 Edm = 0.000158109 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297190.5825604 Edm = 0.000146766 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297190.5792884 Edm = 0.00296279 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297190.4782087 Edm = 0.0774394 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297189.6208394 Edm = 0.0855329 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297189.5418794 Edm = 0.000367318 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297189.5414713 Edm = 3.37174e-05 NCalls = 314 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327487.2703418 Edm = 305.147 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327487.2703418 Edm = 305.147 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302299.4639182 Edm = 4.2909 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302267.8559243 Edm = 194.184 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302236.8620152 Edm = 1.34684 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302193.9810148 Edm = 37.7903 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 301695.8222532 Edm = 178.681 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 301426.0090077 Edm = 88.083 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 301085.6569251 Edm = 434.236 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 300988.8619189 Edm = 474.608 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299612.025428 Edm = 169.745 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298980.951112 Edm = 175.934 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298922.2628175 Edm = 14.614 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298913.3774748 Edm = 1.67851 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298910.6296802 Edm = 2.57374 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298718.8660508 Edm = 159.467 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 298160.4603344 Edm = 34.7772 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 298075.5524019 Edm = 5.29416 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 298068.4912721 Edm = 0.675495 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 298067.863254 Edm = 0.0463935 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 298067.6566772 Edm = 0.212298 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 298044.5282111 Edm = 28.3255 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 298044.3791229 Edm = 0.0976129 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 298032.8786848 Edm = 13.9464 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 298032.7313011 Edm = 0.0944797 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 298024.2749117 Edm = 10.4911 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 298024.0537499 Edm = 0.186398 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 298009.8701861 Edm = 14.9952 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 298009.5326266 Edm = 0.302602 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297966.5549605 Edm = 31.0506 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297919.1918315 Edm = 64.0535 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297918.833905 Edm = 3.80875 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297694.3997629 Edm = 25.2233 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297668.9089114 Edm = 1.19544 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297667.8266828 Edm = 0.124109 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297667.1351537 Edm = 0.568861 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297652.2111265 Edm = 6.93754 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297638.4361136 Edm = 3.42593 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297632.3967682 Edm = 2.38595 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297627.212251 Edm = 1.21011 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297620.5156439 Edm = 4.84749 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297619.6806249 Edm = 0.892397 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297616.2370834 Edm = 5.78103 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297564.5376021 Edm = 7.21967 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297559.6838284 Edm = 1.471 NCalls = 164 -VariableMetric: Iteration # 44 - FCN = 297558.182634 Edm = 0.224042 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297557.9235072 Edm = 0.125057 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297557.657541 Edm = 0.148548 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297555.9441575 Edm = 0.243922 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297555.5310642 Edm = 0.243985 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297554.549494 Edm = 0.685512 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297554.4281151 Edm = 0.27895 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297550.2359755 Edm = 3.97365 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297527.3224435 Edm = 4.1932 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297526.2493031 Edm = 5.7765 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297521.836506 Edm = 0.767033 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297519.2444762 Edm = 3.47281 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297518.2309266 Edm = 2.78772 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297514.911987 Edm = 3.70904 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297510.0351376 Edm = 7.33194 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297501.5635399 Edm = 1.40066 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297498.8898455 Edm = 0.918201 NCalls = 220 -VariableMetric: Iteration # 61 - FCN = 297497.2299985 Edm = 0.582175 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297494.9063256 Edm = 1.75711 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297490.7580022 Edm = 0.268461 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297490.4602856 Edm = 0.0489741 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297490.3264087 Edm = 0.128622 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297483.4485217 Edm = 6.6807 NCalls = 240 -VariableMetric: Iteration # 67 - FCN = 297470.6421073 Edm = 3.82063 NCalls = 247 -VariableMetric: Iteration # 68 - FCN = 297465.2379215 Edm = 0.99273 NCalls = 250 -VariableMetric: Iteration # 69 - FCN = 297464.6298176 Edm = 0.549617 NCalls = 252 -VariableMetric: Iteration # 70 - FCN = 297463.7949421 Edm = 0.14116 NCalls = 255 -VariableMetric: Iteration # 71 - FCN = 297463.4098111 Edm = 0.128549 NCalls = 257 -VariableMetric: Iteration # 72 - FCN = 297463.1859552 Edm = 0.140143 NCalls = 260 -VariableMetric: Iteration # 73 - FCN = 297462.9368762 Edm = 0.0163361 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297462.9012448 Edm = 0.0249464 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297462.6701966 Edm = 0.217885 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297456.9384294 Edm = 6.37832 NCalls = 274 -VariableMetric: Iteration # 77 - FCN = 297455.5142766 Edm = 2.60672 NCalls = 278 -VariableMetric: Iteration # 78 - FCN = 297446.9368989 Edm = 11.5545 NCalls = 282 -VariableMetric: Iteration # 79 - FCN = 297445.9944994 Edm = 0.9434 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297442.56702 Edm = 5.45757 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297419.8968307 Edm = 9.94089 NCalls = 294 -VariableMetric: Iteration # 82 - FCN = 297394.7134268 Edm = 2.30838 NCalls = 297 -VariableMetric: Iteration # 83 - FCN = 297390.8161873 Edm = 3.0356 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297388.495997 Edm = 1.45267 NCalls = 302 -VariableMetric: Iteration # 85 - FCN = 297387.0141374 Edm = 0.19963 NCalls = 305 -VariableMetric: Iteration # 86 - FCN = 297386.7544575 Edm = 0.064382 NCalls = 307 -VariableMetric: Iteration # 87 - FCN = 297386.6484027 Edm = 0.0278661 NCalls = 309 -VariableMetric: Iteration # 88 - FCN = 297386.5944724 Edm = 0.00472001 NCalls = 311 -VariableMetric: Iteration # 89 - FCN = 297386.5377973 Edm = 0.0451841 NCalls = 314 -VariableMetric: Iteration # 90 - FCN = 297381.5749933 Edm = 5.50151 NCalls = 320 -VariableMetric: Iteration # 91 - FCN = 297380.7044398 Edm = 0.947291 NCalls = 324 -VariableMetric: Iteration # 92 - FCN = 297379.5476862 Edm = 0.759085 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297369.4635327 Edm = 3.16773 NCalls = 331 -VariableMetric: Iteration # 94 - FCN = 297363.9393708 Edm = 0.756074 NCalls = 334 -VariableMetric: Iteration # 95 - FCN = 297362.7039091 Edm = 0.826874 NCalls = 337 -VariableMetric: Iteration # 96 - FCN = 297362.1548676 Edm = 0.206617 NCalls = 339 -VariableMetric: Iteration # 97 - FCN = 297361.7385133 Edm = 0.112098 NCalls = 342 -VariableMetric: Iteration # 98 - FCN = 297361.6060537 Edm = 0.079143 NCalls = 344 -VariableMetric: Iteration # 99 - FCN = 297361.5391868 Edm = 0.0110632 NCalls = 346 -VariableMetric: Iteration # 100 - FCN = 297361.5186874 Edm = 0.00326407 NCalls = 348 -VariableMetric: Iteration # 101 - FCN = 297361.4945834 Edm = 0.0145867 NCalls = 351 -VariableMetric: Iteration # 102 - FCN = 297361.3042889 Edm = 0.149122 NCalls = 354 -VariableMetric: Iteration # 103 - FCN = 297357.9191791 Edm = 2.43432 NCalls = 358 -VariableMetric: Iteration # 104 - FCN = 297350.0164529 Edm = 6.34478 NCalls = 361 -VariableMetric: Iteration # 105 - FCN = 297343.8988184 Edm = 7.95175 NCalls = 365 -VariableMetric: Iteration # 106 - FCN = 297339.9008847 Edm = 3.11932 NCalls = 368 -VariableMetric: Iteration # 107 - FCN = 297335.0220007 Edm = 1.37714 NCalls = 372 -VariableMetric: Iteration # 108 - FCN = 297333.8881009 Edm = 0.390431 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297333.6295377 Edm = 0.0996807 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297333.5545636 Edm = 0.0129387 NCalls = 377 -VariableMetric: Iteration # 111 - FCN = 297333.5318851 Edm = 0.0139731 NCalls = 379 -VariableMetric: Iteration # 112 - FCN = 297333.4499484 Edm = 0.0424396 NCalls = 382 -VariableMetric: Iteration # 113 - FCN = 297332.9826241 Edm = 0.382453 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297323.966399 Edm = 7.00153 NCalls = 390 -VariableMetric: Iteration # 115 - FCN = 297300.0423891 Edm = 6.13581 NCalls = 393 -VariableMetric: Iteration # 116 - FCN = 297295.2415224 Edm = 1.6818 NCalls = 395 -VariableMetric: Iteration # 117 - FCN = 297294.2600356 Edm = 0.219667 NCalls = 397 -VariableMetric: Iteration # 118 - FCN = 297294.0187504 Edm = 0.0714069 NCalls = 399 -VariableMetric: Iteration # 119 - FCN = 297293.9001011 Edm = 0.0362007 NCalls = 401 -VariableMetric: Iteration # 120 - FCN = 297293.8621757 Edm = 0.00411637 NCalls = 403 -VariableMetric: Iteration # 121 - FCN = 297293.8542383 Edm = 0.00145342 NCalls = 405 -VariableMetric: Iteration # 122 - FCN = 297293.8516299 Edm = 0.00096074 NCalls = 407 -VariableMetric: Iteration # 123 - FCN = 297293.8397353 Edm = 0.0124046 NCalls = 410 -VariableMetric: Iteration # 124 - FCN = 297293.6685594 Edm = 0.168741 NCalls = 416 -VariableMetric: Iteration # 125 - FCN = 297290.1003774 Edm = 2.01373 NCalls = 420 -VariableMetric: Iteration # 126 - FCN = 297284.2065135 Edm = 2.52183 NCalls = 422 -VariableMetric: Iteration # 127 - FCN = 297280.9784375 Edm = 1.43977 NCalls = 424 -VariableMetric: Iteration # 128 - FCN = 297279.0276784 Edm = 0.529349 NCalls = 428 -VariableMetric: Iteration # 129 - FCN = 297278.5533882 Edm = 0.154155 NCalls = 430 -VariableMetric: Iteration # 130 - FCN = 297278.4289848 Edm = 0.0107302 NCalls = 432 -VariableMetric: Iteration # 131 - FCN = 297278.4161577 Edm = 0.00111384 NCalls = 434 -VariableMetric: Iteration # 132 - FCN = 297278.4140845 Edm = 0.000142281 NCalls = 436 -VariableMetric: Iteration # 133 - FCN = 297278.4138032 Edm = 6.48715e-05 NCalls = 438 -VariableMetric: After Hessian - FCN = 297278.4138032 Edm = 907.382 NCalls = 915 -VariableMetric: Iteration # 134 - FCN = 297278.4138032 Edm = 907.382 NCalls = 915 -VariableMetric: Iteration # 135 - FCN = 297277.5109043 Edm = 2991.5 NCalls = 922 -VariableMetric: Iteration # 136 - FCN = 297277.5043512 Edm = 1160.37 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297277.4864523 Edm = 3293.18 NCalls = 931 -VariableMetric: Iteration # 138 - FCN = 297276.5562786 Edm = 10158.3 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297276.1786604 Edm = 839.905 NCalls = 938 -VariableMetric: Iteration # 140 - FCN = 297275.1819414 Edm = 415.998 NCalls = 941 -VariableMetric: Iteration # 141 - FCN = 297274.3920984 Edm = 540.767 NCalls = 944 -VariableMetric: Iteration # 142 - FCN = 297273.7284408 Edm = 189.735 NCalls = 947 -VariableMetric: Iteration # 143 - FCN = 297273.2211118 Edm = 139.326 NCalls = 950 -VariableMetric: Iteration # 144 - FCN = 297272.9769478 Edm = 149.189 NCalls = 953 -VariableMetric: Iteration # 145 - FCN = 297271.7711401 Edm = 679.951 NCalls = 955 -VariableMetric: Iteration # 146 - FCN = 297269.9510892 Edm = 90.643 NCalls = 957 -VariableMetric: Iteration # 147 - FCN = 297269.3731827 Edm = 24.7723 NCalls = 960 -VariableMetric: Iteration # 148 - FCN = 297268.6836242 Edm = 69.5499 NCalls = 962 -VariableMetric: Iteration # 149 - FCN = 297268.1502072 Edm = 13.4949 NCalls = 964 -VariableMetric: Iteration # 150 - FCN = 297267.5081073 Edm = 5.44996 NCalls = 966 -VariableMetric: Iteration # 151 - FCN = 297265.9192984 Edm = 9.09011 NCalls = 968 -VariableMetric: Iteration # 152 - FCN = 297265.0895919 Edm = 11.9248 NCalls = 970 -VariableMetric: Iteration # 153 - FCN = 297264.0998794 Edm = 5.29871 NCalls = 972 -VariableMetric: Iteration # 154 - FCN = 297263.6435747 Edm = 2.18616 NCalls = 974 -VariableMetric: Iteration # 155 - FCN = 297263.3856857 Edm = 1.32195 NCalls = 976 -VariableMetric: Iteration # 156 - FCN = 297262.6614626 Edm = 4.32345 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297262.3896714 Edm = 0.334811 NCalls = 979 -VariableMetric: Iteration # 158 - FCN = 297262.1816695 Edm = 0.126745 NCalls = 981 -VariableMetric: Iteration # 159 - FCN = 297262.1161571 Edm = 0.0725969 NCalls = 983 -VariableMetric: Iteration # 160 - FCN = 297262.094898 Edm = 0.0149182 NCalls = 985 -VariableMetric: Iteration # 161 - FCN = 297262.0890386 Edm = 0.00214993 NCalls = 987 -VariableMetric: Iteration # 162 - FCN = 297262.0870718 Edm = 0.000149919 NCalls = 989 -VariableMetric: Iteration # 163 - FCN = 297262.0869335 Edm = 2.33279e-05 NCalls = 991 -VariableMetric: After Hessian - FCN = 297262.0869335 Edm = 2.22061e-05 NCalls = 1478 -VariableMetric: Iteration # 164 - FCN = 297262.0869335 Edm = 2.22061e-05 NCalls = 1478 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314220.8978233 Edm = 66.1721 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314220.8978233 Edm = 66.1721 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299957.9323854 Edm = 6.60589 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299703.0313222 Edm = 1788.52 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299494.7614478 Edm = 758.333 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299250.2739907 Edm = 85.3767 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299218.4457301 Edm = 1.30798 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 299129.0725888 Edm = 124.678 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298911.0110563 Edm = 183.756 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297991.1238379 Edm = 95.6561 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297911.4913703 Edm = 0.929638 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297910.4883929 Edm = 0.21846 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297909.4347452 Edm = 0.999032 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297681.3836147 Edm = 19.9543 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297620.4404203 Edm = 17.1385 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297588.3660889 Edm = 7.82094 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297563.2276714 Edm = 4.70315 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297559.4450472 Edm = 1.10373 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297557.9891552 Edm = 0.0714323 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297557.6314297 Edm = 0.230651 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297522.1304524 Edm = 14.1632 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297518.268696 Edm = 6.85505 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297499.0533251 Edm = 3.19905 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297493.4933669 Edm = 0.256368 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297493.2613886 Edm = 0.0685317 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297493.1071699 Edm = 0.0555993 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297492.7038006 Edm = 0.211936 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297477.220626 Edm = 5.43381 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297463.0580898 Edm = 2.27921 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297459.6488132 Edm = 0.133431 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297459.5067897 Edm = 0.0068556 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297459.4673816 Edm = 0.0310857 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297456.9741531 Edm = 1.24013 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297448.3635523 Edm = 20.5946 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297416.9635388 Edm = 19.554 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297396.7558041 Edm = 6.04378 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297391.8021576 Edm = 1.01885 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297390.6777313 Edm = 0.0968239 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297390.5801005 Edm = 0.0109278 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297390.5506992 Edm = 0.0191253 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297390.261623 Edm = 0.206934 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297374.9348766 Edm = 12.2661 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297361.7071605 Edm = 83.4535 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297322.5311018 Edm = 11.0628 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297317.1555544 Edm = 14.6616 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297312.2318062 Edm = 6.63269 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297306.8090712 Edm = 0.709574 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297305.7128519 Edm = 1.39192 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297304.0293242 Edm = 0.695139 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297301.9026716 Edm = 0.441271 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297299.6685294 Edm = 0.542925 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297298.8226356 Edm = 0.0642916 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297298.7764811 Edm = 0.0135874 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297298.7658677 Edm = 0.00504453 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297298.7473746 Edm = 0.0128602 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297297.9994114 Edm = 0.603115 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297275.8069203 Edm = 4.60578 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297273.8008391 Edm = 3.68431 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297271.6268657 Edm = 0.144098 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297271.4467269 Edm = 0.0399468 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297271.3503427 Edm = 0.0100118 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297271.3397542 Edm = 0.00282829 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297271.3266791 Edm = 0.0103878 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297271.024524 Edm = 0.268299 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297266.9821852 Edm = 4.68123 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297266.397812 Edm = 1.62114 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297260.4967401 Edm = 3.71497 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297255.4636216 Edm = 1.86732 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297254.0272558 Edm = 0.355948 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297253.4522945 Edm = 0.168926 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297253.3147178 Edm = 0.0153728 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297253.304976 Edm = 0.00104512 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297253.3037163 Edm = 0.000731607 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297253.2929689 Edm = 0.0115602 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297252.6065981 Edm = 0.104477 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297249.1325728 Edm = 1.41467 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297246.9608985 Edm = 0.655374 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297246.3272771 Edm = 0.0330262 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297246.2812967 Edm = 0.00587279 NCalls = 239 -VariableMetric: Iteration # 78 - FCN = 297246.2747181 Edm = 0.000990321 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297246.2718975 Edm = 0.00187546 NCalls = 243 -VariableMetric: Iteration # 80 - FCN = 297246.2566427 Edm = 0.00966005 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297246.0916216 Edm = 0.170352 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297245.6294194 Edm = 0.384426 NCalls = 255 -VariableMetric: Iteration # 83 - FCN = 297242.8121239 Edm = 1.06231 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297241.9187926 Edm = 0.236254 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297241.8037147 Edm = 0.0268216 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297241.722411 Edm = 0.031943 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297241.6655147 Edm = 0.00327832 NCalls = 268 -VariableMetric: Iteration # 88 - FCN = 297241.6612389 Edm = 0.000409902 NCalls = 270 -VariableMetric: Iteration # 89 - FCN = 297241.6609144 Edm = 0.000164733 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297241.6606359 Edm = 0.000178979 NCalls = 274 -VariableMetric: Iteration # 91 - FCN = 297241.6567006 Edm = 0.00372227 NCalls = 279 -VariableMetric: Iteration # 92 - FCN = 297241.3133972 Edm = 0.356964 NCalls = 284 -VariableMetric: Iteration # 93 - FCN = 297241.2739979 Edm = 0.0361521 NCalls = 287 -VariableMetric: Iteration # 94 - FCN = 297240.3152608 Edm = 0.918749 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297237.9782204 Edm = 1.17384 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297236.9122275 Edm = 0.249883 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297236.6865419 Edm = 0.0303808 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297236.6593026 Edm = 0.00236686 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297236.65669 Edm = 0.000308023 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297236.6562455 Edm = 0.00013352 NCalls = 307 -VariableMetric: Iteration # 101 - FCN = 297236.652248 Edm = 0.00373929 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297236.3732178 Edm = 0.237711 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297235.0190134 Edm = 0.212149 NCalls = 320 -VariableMetric: Iteration # 104 - FCN = 297234.8507287 Edm = 0.0195715 NCalls = 322 -VariableMetric: Iteration # 105 - FCN = 297234.8326756 Edm = 0.000187674 NCalls = 323 -VariableMetric: Iteration # 106 - FCN = 297234.8324584 Edm = 1.87373e-05 NCalls = 325 -VariableMetric: After Hessian - FCN = 297234.8324584 Edm = 1.57161 NCalls = 800 -VariableMetric: Iteration # 107 - FCN = 297234.8324584 Edm = 1.57161 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297233.696583 Edm = 0.365309 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297233.3388609 Edm = 0.0587644 NCalls = 804 -VariableMetric: Iteration # 110 - FCN = 297233.2994161 Edm = 0.0316405 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297233.2355227 Edm = 0.0859774 NCalls = 809 -VariableMetric: Iteration # 112 - FCN = 297233.1408369 Edm = 0.512007 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297232.9544424 Edm = 0.471503 NCalls = 820 -VariableMetric: Iteration # 114 - FCN = 297232.8827095 Edm = 0.174501 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297232.5462679 Edm = 0.127107 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297232.4116358 Edm = 0.0213605 NCalls = 829 -VariableMetric: Iteration # 117 - FCN = 297232.3896883 Edm = 0.00345252 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297232.3863674 Edm = 0.000983925 NCalls = 832 -VariableMetric: Iteration # 119 - FCN = 297232.3852605 Edm = 0.000301969 NCalls = 834 -VariableMetric: Iteration # 120 - FCN = 297232.3847884 Edm = 5.21579e-05 NCalls = 836 -VariableMetric: After Hessian - FCN = 297232.3847884 Edm = 5.40907e-05 NCalls = 1315 -VariableMetric: Iteration # 121 - FCN = 297232.3847884 Edm = 5.40907e-05 NCalls = 1315 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306435.1690079 Edm = 21.222 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306435.1690079 Edm = 21.222 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298345.6832068 Edm = 1.1156 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298315.4285442 Edm = 12.6077 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298155.5077367 Edm = 3.56311 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298148.099813 Edm = 3.47697 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298130.0351373 Edm = 19.6734 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298067.4255833 Edm = 36.2233 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297824.4182093 Edm = 46.971 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297765.1486666 Edm = 2.41171 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297762.7758691 Edm = 0.110567 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297762.5348605 Edm = 0.12744 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297754.4103071 Edm = 7.87635 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297576.7857876 Edm = 5.78595 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297571.0686735 Edm = 0.0939532 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297570.9165492 Edm = 0.0424481 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297567.6620387 Edm = 3.39108 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297560.5234126 Edm = 6.66981 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297444.6047515 Edm = 5.51567 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297439.9647791 Edm = 0.514994 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297439.3676875 Edm = 0.00568861 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297439.3502427 Edm = 0.0120924 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297437.9975309 Edm = 1.07859 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297386.7011148 Edm = 3.72143 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297381.3978892 Edm = 0.0993525 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297381.3079852 Edm = 0.00352593 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297381.3010087 Edm = 0.00186483 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297381.2682277 Edm = 0.027845 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297379.7197867 Edm = 1.17219 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297371.764771 Edm = 0.844516 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297370.8997212 Edm = 0.0835324 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297370.8056918 Edm = 0.00746818 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297370.7977626 Edm = 0.000829811 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297370.7932354 Edm = 0.00391623 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297369.7309484 Edm = 0.151375 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297363.7598847 Edm = 1.568 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297361.5290275 Edm = 0.399287 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297361.0893796 Edm = 0.080036 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297360.9439689 Edm = 0.0048679 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297360.937993 Edm = 0.000894075 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297360.9356215 Edm = 0.000939959 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297360.9152064 Edm = 0.0214698 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297360.4256816 Edm = 0.40827 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297355.2975178 Edm = 0.582436 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297354.5471354 Edm = 0.310411 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297354.2276374 Edm = 0.13186 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297354.1244539 Edm = 0.0190803 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297354.1040815 Edm = 0.00123328 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297354.1021744 Edm = 0.000409783 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297354.0992595 Edm = 0.00215238 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297354.086732 Edm = 0.00613153 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297353.9793419 Edm = 0.116505 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297353.3036756 Edm = 0.524734 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297345.6084796 Edm = 0.375973 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297345.2023552 Edm = 0.174901 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297345.1012129 Edm = 0.0260385 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297345.0668173 Edm = 0.00539238 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297345.0596824 Edm = 0.00113925 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297345.0584553 Edm = 0.000691508 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297345.0558608 Edm = 0.00208918 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297345.0433685 Edm = 0.0110672 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297344.5367617 Edm = 0.503603 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297337.4996558 Edm = 0.561223 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297336.8438771 Edm = 0.682337 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297336.6511433 Edm = 0.0932327 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297336.5926478 Edm = 0.0594172 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297336.5388279 Edm = 0.00308409 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297336.5353856 Edm = 0.000147161 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297336.5332728 Edm = 0.00202683 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297336.363799 Edm = 0.0616282 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297335.9725216 Edm = 0.315938 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297335.5744314 Edm = 0.337094 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297334.7060616 Edm = 0.493983 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297332.9707178 Edm = 0.85999 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297332.3067205 Edm = 0.295368 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297331.9686369 Edm = 0.068293 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297331.9059565 Edm = 0.0085648 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297331.898369 Edm = 0.000996888 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297331.8972119 Edm = 0.000443235 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297331.896437 Edm = 0.000346876 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297331.8937057 Edm = 0.00216984 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297331.8698753 Edm = 0.0187336 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297331.1648914 Edm = 0.685075 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297326.2607456 Edm = 5.5364 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297326.200816 Edm = 0.0723501 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297326.1402739 Edm = 0.0546248 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297326.0150939 Edm = 0.0790558 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297325.8032927 Edm = 0.106299 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297325.1952103 Edm = 0.408919 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297324.3521223 Edm = 0.573545 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297323.7349119 Edm = 0.358589 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297323.0682936 Edm = 0.201089 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297322.8617765 Edm = 0.031807 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297322.8425932 Edm = 0.00427632 NCalls = 286 -VariableMetric: Iteration # 93 - FCN = 297322.8390165 Edm = 0.000442617 NCalls = 287 -VariableMetric: Iteration # 94 - FCN = 297322.8386563 Edm = 9.40497e-05 NCalls = 288 -VariableMetric: Iteration # 95 - FCN = 297322.8385313 Edm = 6.19261e-05 NCalls = 290 -VariableMetric: After Hessian - FCN = 297322.8385313 Edm = 281.433 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297322.8385313 Edm = 281.433 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297322.7270999 Edm = 303.299 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297322.7010545 Edm = 4195.87 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297322.5210005 Edm = 2567.93 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297322.3642305 Edm = 73.7096 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297322.2288039 Edm = 828.158 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297322.1890167 Edm = 897.462 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297322.0536418 Edm = 46.3412 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297321.9859267 Edm = 43.3522 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297321.843875 Edm = 36.5364 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297321.6853474 Edm = 56.2847 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297321.0574036 Edm = 177.158 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297320.6617631 Edm = 39.5094 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297320.3284349 Edm = 14.144 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297320.2625229 Edm = 70.6599 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297320.0149907 Edm = 3.65367 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297319.8699038 Edm = 3.45712 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297319.8073463 Edm = 3.43829 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297319.7854525 Edm = 3.9902 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297319.6208593 Edm = 0.982904 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297319.4636283 Edm = 1.03585 NCalls = 823 -VariableMetric: Iteration # 117 - FCN = 297319.4113781 Edm = 0.0605512 NCalls = 825 -VariableMetric: Iteration # 118 - FCN = 297319.4062904 Edm = 0.0238473 NCalls = 827 -VariableMetric: Iteration # 119 - FCN = 297319.4002419 Edm = 0.00420994 NCalls = 829 -VariableMetric: Iteration # 120 - FCN = 297319.3971521 Edm = 0.000214327 NCalls = 831 -VariableMetric: Iteration # 121 - FCN = 297319.3970254 Edm = 7.99622e-05 NCalls = 833 -VariableMetric: Iteration # 122 - FCN = 297319.3969652 Edm = 7.89747e-06 NCalls = 835 -VariableMetric: After Hessian - FCN = 297319.3969652 Edm = 2.35896e-05 NCalls = 1324 -VariableMetric: Iteration # 123 - FCN = 297319.3969652 Edm = 2.35896e-05 NCalls = 1324 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313111.8515439 Edm = 90.4441 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313111.8515439 Edm = 90.4441 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300166.8823258 Edm = 8.10094 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300148.7204774 Edm = 2.85408 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299537.9215386 Edm = 5.2948 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299465.4038096 Edm = 66.6438 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297645.5044304 Edm = 3.68836 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297641.8915498 Edm = 2.23449 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297639.3797151 Edm = 0.878567 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297635.8887271 Edm = 2.08338 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297600.5352266 Edm = 11.9967 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297564.8818844 Edm = 6.79533 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297560.7628127 Edm = 1.1246 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297559.7755429 Edm = 0.55122 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297557.6029299 Edm = 1.6159 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297543.8242297 Edm = 1.95454 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297542.3861619 Edm = 0.977343 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297541.4269001 Edm = 0.347256 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297540.4924026 Edm = 0.229469 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297539.7736407 Edm = 0.543615 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297537.4470251 Edm = 4.79298 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297527.2329074 Edm = 3.86403 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297526.6220669 Edm = 4.29314 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297521.8576498 Edm = 2.82102 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297519.2931615 Edm = 0.69801 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297512.614837 Edm = 6.95511 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297476.3291203 Edm = 28.4157 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297464.7292324 Edm = 8.77042 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297460.3367165 Edm = 0.541373 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297459.5814957 Edm = 0.206965 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297458.574662 Edm = 0.698936 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297453.6304372 Edm = 1.73234 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297451.2217314 Edm = 0.479521 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297450.6848323 Edm = 0.0957549 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297406.766069 Edm = 494.096 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297341.615887 Edm = 18.0477 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297329.6997518 Edm = 2.19279 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297327.3875535 Edm = 0.307461 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297326.8896998 Edm = 0.0848824 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297326.7818763 Edm = 0.0333735 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297326.5684453 Edm = 0.142598 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297325.0168222 Edm = 1.34725 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297304.0931168 Edm = 4.40459 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297300.2754279 Edm = 1.99829 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297298.9333561 Edm = 0.0808915 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297298.8005491 Edm = 0.0329505 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297298.419194 Edm = 0.220204 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297297.3714915 Edm = 0.163227 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297296.943874 Edm = 0.263153 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297292.9027977 Edm = 10.597 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297292.0950978 Edm = 5.16604 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297291.2833607 Edm = 2.39782 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297282.6789383 Edm = 1.09655 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297281.9844969 Edm = 2.38443 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297279.5994518 Edm = 1.09667 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297278.2351885 Edm = 0.913562 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297276.7032565 Edm = 0.31051 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297275.725876 Edm = 0.31397 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297275.4382246 Edm = 0.399283 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297275.1029612 Edm = 0.11666 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297274.5130288 Edm = 0.220893 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297274.0035806 Edm = 0.461149 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297271.4713997 Edm = 1.73265 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297259.5423112 Edm = 2.3812 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297258.1928762 Edm = 1.44973 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297257.5726349 Edm = 0.142058 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297257.4488995 Edm = 0.0761951 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297257.2713315 Edm = 0.0416844 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297257.2131448 Edm = 0.0118676 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297257.1998637 Edm = 0.00570286 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297257.1446792 Edm = 0.0395399 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297255.8804601 Edm = 1.63246 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297251.4672196 Edm = 4.19087 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297223.4381458 Edm = 7.684 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297212.186558 Edm = 3.71799 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297209.6876182 Edm = 2.88458 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297202.5631916 Edm = 1.40155 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297201.6366524 Edm = 1.31856 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297200.8690934 Edm = 0.0726324 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297200.7529049 Edm = 0.0314126 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297200.6661289 Edm = 0.00754149 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297200.657564 Edm = 0.000517863 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297200.6567876 Edm = 0.000284466 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297200.6450661 Edm = 0.0101417 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297199.7829895 Edm = 0.622671 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297197.9937523 Edm = 0.128501 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297197.8277347 Edm = 0.00789611 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297197.8195887 Edm = 0.000491583 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297197.8188486 Edm = 0.00015529 NCalls = 271 -VariableMetric: Iteration # 88 - FCN = 297197.8087973 Edm = 0.00912465 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297196.4792412 Edm = 1.03874 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297194.7787532 Edm = 0.344196 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297194.3883471 Edm = 0.170617 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297194.2743085 Edm = 0.206791 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297194.0959837 Edm = 0.0226219 NCalls = 290 -VariableMetric: Iteration # 94 - FCN = 297194.0696462 Edm = 0.00269477 NCalls = 292 -VariableMetric: Iteration # 95 - FCN = 297194.0648792 Edm = 0.00167027 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297194.0564734 Edm = 0.009567 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297193.8029039 Edm = 0.293945 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297193.5459665 Edm = 0.260855 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297190.5330844 Edm = 1.5768 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297189.2619078 Edm = 0.304829 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297188.8992174 Edm = 0.129426 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297188.8063516 Edm = 0.0887869 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297188.7225535 Edm = 0.0227104 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297188.7026523 Edm = 0.00145776 NCalls = 324 -VariableMetric: Iteration # 105 - FCN = 297188.7009864 Edm = 0.000300527 NCalls = 326 -VariableMetric: Iteration # 106 - FCN = 297188.7003981 Edm = 0.000253977 NCalls = 328 -VariableMetric: Iteration # 107 - FCN = 297188.6988813 Edm = 0.00103863 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297188.6609435 Edm = 0.0387818 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297188.4384573 Edm = 0.212789 NCalls = 341 -VariableMetric: Iteration # 110 - FCN = 297186.6296909 Edm = 1.25836 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297186.427676 Edm = 0.256754 NCalls = 347 -VariableMetric: Iteration # 112 - FCN = 297185.343371 Edm = 0.521547 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297184.6333244 Edm = 0.266057 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297184.0133717 Edm = 0.0937894 NCalls = 354 -VariableMetric: Iteration # 115 - FCN = 297183.9373792 Edm = 0.00408291 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297183.9339725 Edm = 0.000163007 NCalls = 358 -VariableMetric: Iteration # 117 - FCN = 297183.9338685 Edm = 9.95352e-05 NCalls = 360 -VariableMetric: Iteration # 118 - FCN = 297183.9335851 Edm = 0.000227404 NCalls = 362 -VariableMetric: Iteration # 119 - FCN = 297183.9238985 Edm = 0.00918769 NCalls = 368 -VariableMetric: Iteration # 120 - FCN = 297183.5334767 Edm = 0.259737 NCalls = 372 -VariableMetric: Iteration # 121 - FCN = 297182.4476845 Edm = 0.170966 NCalls = 375 -VariableMetric: Iteration # 122 - FCN = 297182.2656961 Edm = 0.0196955 NCalls = 377 -VariableMetric: Iteration # 123 - FCN = 297182.2516834 Edm = 0.000632144 NCalls = 379 -VariableMetric: Iteration # 124 - FCN = 297182.2510807 Edm = 2.47991e-05 NCalls = 380 -VariableMetric: After Hessian - FCN = 297182.2510807 Edm = 1.55881 NCalls = 859 -VariableMetric: Iteration # 125 - FCN = 297182.2510807 Edm = 1.55881 NCalls = 859 -VariableMetric: Iteration # 126 - FCN = 297180.7557148 Edm = 0.0339123 NCalls = 860 -VariableMetric: Iteration # 127 - FCN = 297180.711229 Edm = 0.0100543 NCalls = 862 -VariableMetric: Iteration # 128 - FCN = 297180.6926435 Edm = 0.00167097 NCalls = 864 -VariableMetric: Iteration # 129 - FCN = 297180.6907694 Edm = 0.000100065 NCalls = 866 -VariableMetric: Iteration # 130 - FCN = 297180.6906467 Edm = 4.24728e-06 NCalls = 868 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322862.6990375 Edm = 34.5614 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322862.6990375 Edm = 34.5614 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 320820.8890816 Edm = 232.401 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 311854.4105568 Edm = 960114 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 310008.0267231 Edm = 4.90462e+07 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 303068.8406071 Edm = 1.21387e+07 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 302473.3286695 Edm = 6.18318e+06 NCalls = 44 -VariableMetric: Iteration # 6 - FCN = 301240.3155037 Edm = 6.27021e+07 NCalls = 55 -VariableMetric: Iteration # 7 - FCN = 299949.3541058 Edm = 7.74665e+06 NCalls = 65 -VariableMetric: Iteration # 8 - FCN = 299531.4896174 Edm = 393825 NCalls = 75 -VariableMetric: Iteration # 9 - FCN = 299276.7721344 Edm = 252524 NCalls = 84 -VariableMetric: Iteration # 10 - FCN = 299155.686913 Edm = 17551.7 NCalls = 91 -VariableMetric: Iteration # 11 - FCN = 299134.6901233 Edm = 65.0075 NCalls = 96 -VariableMetric: Iteration # 12 - FCN = 299134.6632266 Edm = 235.31 NCalls = 100 -VariableMetric: Iteration # 13 - FCN = 299134.6509111 Edm = 21.8995 NCalls = 104 -VariableMetric: Iteration # 14 - FCN = 298465.482927 Edm = 380822 NCalls = 110 -VariableMetric: Iteration # 15 - FCN = 298184.3001885 Edm = 464597 NCalls = 115 -VariableMetric: Iteration # 16 - FCN = 298007.8020289 Edm = 138070 NCalls = 120 -VariableMetric: Iteration # 17 - FCN = 297919.6753383 Edm = 23453 NCalls = 125 -VariableMetric: Iteration # 18 - FCN = 297829.2798557 Edm = 59784.4 NCalls = 129 -VariableMetric: Iteration # 19 - FCN = 297736.4967238 Edm = 11183.2 NCalls = 133 -VariableMetric: Iteration # 20 - FCN = 297623.1053566 Edm = 11507.9 NCalls = 137 -VariableMetric: Iteration # 21 - FCN = 297575.8448048 Edm = 41811.9 NCalls = 144 -VariableMetric: Iteration # 22 - FCN = 297518.661602 Edm = 11930.3 NCalls = 148 -VariableMetric: Iteration # 23 - FCN = 297452.3196242 Edm = 1420.84 NCalls = 152 -VariableMetric: Iteration # 24 - FCN = 297407.6036168 Edm = 435.778 NCalls = 154 -VariableMetric: Iteration # 25 - FCN = 297369.3201325 Edm = 1443.36 NCalls = 156 -VariableMetric: Iteration # 26 - FCN = 297357.6404093 Edm = 373.088 NCalls = 158 -VariableMetric: Iteration # 27 - FCN = 297344.7299794 Edm = 399.792 NCalls = 160 -VariableMetric: Iteration # 28 - FCN = 297316.1484545 Edm = 226.97 NCalls = 162 -VariableMetric: Iteration # 29 - FCN = 297289.0797898 Edm = 200.572 NCalls = 164 -VariableMetric: Iteration # 30 - FCN = 297280.4575586 Edm = 73.6812 NCalls = 167 -VariableMetric: Iteration # 31 - FCN = 297277.0538435 Edm = 75.1985 NCalls = 169 -VariableMetric: Iteration # 32 - FCN = 297271.1161779 Edm = 55.2671 NCalls = 171 -VariableMetric: Iteration # 33 - FCN = 297263.5051977 Edm = 14.271 NCalls = 173 -VariableMetric: Iteration # 34 - FCN = 297258.4890377 Edm = 23.4177 NCalls = 175 -VariableMetric: Iteration # 35 - FCN = 297251.7309358 Edm = 9.60041 NCalls = 176 -VariableMetric: Iteration # 36 - FCN = 297241.8291876 Edm = 19.5414 NCalls = 178 -VariableMetric: Iteration # 37 - FCN = 297238.428573 Edm = 20.8314 NCalls = 179 -VariableMetric: Iteration # 38 - FCN = 297229.7135107 Edm = 11.0951 NCalls = 182 -VariableMetric: Iteration # 39 - FCN = 297224.0787822 Edm = 18.2469 NCalls = 184 -VariableMetric: Iteration # 40 - FCN = 297216.750194 Edm = 5.32753 NCalls = 187 -VariableMetric: Iteration # 41 - FCN = 297211.4696755 Edm = 3.84141 NCalls = 190 -VariableMetric: Iteration # 42 - FCN = 297209.7337327 Edm = 2.43591 NCalls = 193 -VariableMetric: Iteration # 43 - FCN = 297208.3900615 Edm = 1.06995 NCalls = 195 -VariableMetric: Iteration # 44 - FCN = 297206.929434 Edm = 2.35748 NCalls = 198 -VariableMetric: Iteration # 45 - FCN = 297205.4389668 Edm = 2.02043 NCalls = 201 -VariableMetric: Iteration # 46 - FCN = 297204.0633997 Edm = 1.25222 NCalls = 205 -VariableMetric: Iteration # 47 - FCN = 297202.7894688 Edm = 1.03989 NCalls = 207 -VariableMetric: Iteration # 48 - FCN = 297200.1578839 Edm = 2.60512 NCalls = 211 -VariableMetric: Iteration # 49 - FCN = 297194.9137189 Edm = 7.69213 NCalls = 216 -VariableMetric: Iteration # 50 - FCN = 297190.270134 Edm = 3.84998 NCalls = 221 -VariableMetric: Iteration # 51 - FCN = 297189.7882129 Edm = 0.836097 NCalls = 224 -VariableMetric: Iteration # 52 - FCN = 297186.4534173 Edm = 3.27585 NCalls = 229 -VariableMetric: Iteration # 53 - FCN = 297184.4807067 Edm = 0.534754 NCalls = 232 -VariableMetric: Iteration # 54 - FCN = 297183.8826184 Edm = 0.518569 NCalls = 234 -VariableMetric: Iteration # 55 - FCN = 297182.8458775 Edm = 0.638422 NCalls = 236 -VariableMetric: Iteration # 56 - FCN = 297180.6220991 Edm = 0.986366 NCalls = 239 -VariableMetric: Iteration # 57 - FCN = 297178.3511574 Edm = 2.19648 NCalls = 242 -VariableMetric: Iteration # 58 - FCN = 297175.7034556 Edm = 7.69209 NCalls = 245 -VariableMetric: Iteration # 59 - FCN = 297168.7724138 Edm = 6.27852 NCalls = 250 -VariableMetric: Iteration # 60 - FCN = 297168.445527 Edm = 0.677602 NCalls = 252 -VariableMetric: Iteration # 61 - FCN = 297165.8793036 Edm = 2.85148 NCalls = 254 -VariableMetric: Iteration # 62 - FCN = 297159.9057869 Edm = 7.47086 NCalls = 258 -VariableMetric: Iteration # 63 - FCN = 297151.3818665 Edm = 3.94699 NCalls = 262 -VariableMetric: Iteration # 64 - FCN = 297145.9050619 Edm = 2.16422 NCalls = 264 -VariableMetric: Iteration # 65 - FCN = 297144.6330537 Edm = 0.845999 NCalls = 266 -VariableMetric: Iteration # 66 - FCN = 297143.8626204 Edm = 0.347665 NCalls = 268 -VariableMetric: Iteration # 67 - FCN = 297143.5308009 Edm = 0.254895 NCalls = 270 -VariableMetric: Iteration # 68 - FCN = 297143.2907129 Edm = 0.165116 NCalls = 272 -VariableMetric: Iteration # 69 - FCN = 297142.9476933 Edm = 0.197485 NCalls = 274 -VariableMetric: Iteration # 70 - FCN = 297142.5633244 Edm = 0.140492 NCalls = 276 -VariableMetric: Iteration # 71 - FCN = 297142.4480022 Edm = 0.0409216 NCalls = 278 -VariableMetric: Iteration # 72 - FCN = 297142.4026183 Edm = 0.0108642 NCalls = 280 -VariableMetric: Iteration # 73 - FCN = 297142.3866022 Edm = 0.00596657 NCalls = 282 -VariableMetric: Iteration # 74 - FCN = 297142.3795161 Edm = 0.00499822 NCalls = 284 -VariableMetric: Iteration # 75 - FCN = 297142.364217 Edm = 0.00704387 NCalls = 287 -VariableMetric: Iteration # 76 - FCN = 297142.3412278 Edm = 0.0185592 NCalls = 289 -VariableMetric: Iteration # 77 - FCN = 297142.2220844 Edm = 0.0593529 NCalls = 293 -VariableMetric: Iteration # 78 - FCN = 297142.118221 Edm = 0.0685576 NCalls = 296 -VariableMetric: Iteration # 79 - FCN = 297142.078571 Edm = 0.0221198 NCalls = 298 -VariableMetric: Iteration # 80 - FCN = 297142.0476162 Edm = 0.00518568 NCalls = 300 -VariableMetric: Iteration # 81 - FCN = 297142.0409023 Edm = 0.000917869 NCalls = 302 -VariableMetric: Iteration # 82 - FCN = 297142.0392819 Edm = 0.00096169 NCalls = 304 -VariableMetric: Iteration # 83 - FCN = 297142.0349551 Edm = 0.00340068 NCalls = 307 -VariableMetric: Iteration # 84 - FCN = 297142.0210391 Edm = 0.00787684 NCalls = 309 -VariableMetric: Iteration # 85 - FCN = 297141.9866006 Edm = 0.0192162 NCalls = 312 -VariableMetric: Iteration # 86 - FCN = 297141.9314027 Edm = 0.0127044 NCalls = 315 -VariableMetric: Iteration # 87 - FCN = 297141.9162941 Edm = 0.0101226 NCalls = 317 -VariableMetric: Iteration # 88 - FCN = 297141.9106112 Edm = 0.00345797 NCalls = 319 -VariableMetric: Iteration # 89 - FCN = 297141.9070412 Edm = 0.000908752 NCalls = 321 -VariableMetric: Iteration # 90 - FCN = 297141.9059667 Edm = 0.000396749 NCalls = 323 -VariableMetric: Iteration # 91 - FCN = 297141.9053199 Edm = 0.000250043 NCalls = 325 -VariableMetric: Iteration # 92 - FCN = 297141.9044792 Edm = 0.000545808 NCalls = 327 -VariableMetric: Iteration # 93 - FCN = 297141.9021356 Edm = 0.00247543 NCalls = 329 -VariableMetric: Iteration # 94 - FCN = 297141.8919657 Edm = 0.00619241 NCalls = 334 -VariableMetric: Iteration # 95 - FCN = 297141.8709367 Edm = 0.0234499 NCalls = 338 -VariableMetric: Iteration # 96 - FCN = 297141.8634368 Edm = 0.0125235 NCalls = 340 -VariableMetric: Iteration # 97 - FCN = 297141.8453243 Edm = 0.00533579 NCalls = 344 -VariableMetric: Iteration # 98 - FCN = 297141.8401716 Edm = 0.0014559 NCalls = 346 -VariableMetric: Iteration # 99 - FCN = 297141.8388862 Edm = 0.000206183 NCalls = 348 -VariableMetric: Iteration # 100 - FCN = 297141.8387213 Edm = 5.93955e-05 NCalls = 349 -VariableMetric: After Hessian - FCN = 297141.8387213 Edm = 0.00807849 NCalls = 886 -VariableMetric: Iteration # 101 - FCN = 297141.8387213 Edm = 0.00807849 NCalls = 886 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314972.0570347 Edm = 23.9554 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314972.0570347 Edm = 23.9554 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299145.7956315 Edm = 23.7679 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298548.3586795 Edm = 24.3983 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298372.0400275 Edm = 114.934 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298029.3513214 Edm = 3.58835 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298024.3655889 Edm = 4.19288 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298009.7083817 Edm = 3.32311 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297994.1759186 Edm = 6.75901 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297977.8958407 Edm = 2.66134 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297973.2583771 Edm = 0.33904 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297969.2620564 Edm = 4.5961 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297953.8467563 Edm = 16.5552 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297792.9084787 Edm = 6.00864 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297789.3417986 Edm = 6.32118 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297787.4558719 Edm = 0.596284 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297786.035734 Edm = 0.630073 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297783.109097 Edm = 2.65694 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297763.4607767 Edm = 0.546015 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297762.8972073 Edm = 0.0519964 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297762.2083795 Edm = 0.498858 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297759.3871876 Edm = 1.45143 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297755.1610969 Edm = 3.93888 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297747.480567 Edm = 6.25078 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297733.276964 Edm = 17.4614 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297725.7542939 Edm = 12.5485 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297713.0913354 Edm = 9.97925 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297690.2595218 Edm = 5.52423 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297683.8429578 Edm = 3.72688 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297675.2897057 Edm = 6.27205 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297666.2863485 Edm = 5.01133 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297658.2229498 Edm = 9.52369 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297650.4319628 Edm = 5.44833 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297634.2038507 Edm = 1.80366 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297629.989309 Edm = 0.583954 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297627.1198078 Edm = 2.86378 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297611.2619696 Edm = 10.0927 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297586.6901984 Edm = 10.7006 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297585.3100464 Edm = 12.4728 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297583.7273849 Edm = 216.149 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297581.9346326 Edm = 347.151 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297576.3341596 Edm = 26.9945 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297565.5592425 Edm = 2.75489 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297564.7385134 Edm = 1.6622 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297562.7804227 Edm = 0.169401 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297562.5641376 Edm = 0.0526034 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297562.2002363 Edm = 0.31316 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297560.9038051 Edm = 0.379229 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297560.0216465 Edm = 0.921685 NCalls = 146 -VariableMetric: Iteration # 48 - FCN = 297556.8580701 Edm = 1.20778 NCalls = 150 -VariableMetric: Iteration # 49 - FCN = 297554.9703508 Edm = 0.0758663 NCalls = 152 -VariableMetric: Iteration # 50 - FCN = 297554.8217375 Edm = 0.0647148 NCalls = 154 -VariableMetric: Iteration # 51 - FCN = 297553.1363521 Edm = 1.47029 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297519.5708571 Edm = 3.46695 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297516.7383394 Edm = 0.518854 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297516.428556 Edm = 0.0580976 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297516.3717585 Edm = 0.0611026 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297516.1565897 Edm = 0.225301 NCalls = 172 -VariableMetric: Iteration # 57 - FCN = 297509.2975702 Edm = 5.45688 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297462.6107498 Edm = 3.049 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297458.8232514 Edm = 0.683393 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297457.5856375 Edm = 0.584582 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297456.9344874 Edm = 0.307285 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297455.8735068 Edm = 0.850887 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297454.420307 Edm = 1.52069 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297453.4395869 Edm = 1.14515 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297453.0753173 Edm = 0.767169 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297452.2258354 Edm = 0.132509 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297452.0342452 Edm = 0.00768001 NCalls = 205 -VariableMetric: Iteration # 68 - FCN = 297452.0225479 Edm = 0.00466325 NCalls = 207 -VariableMetric: Iteration # 69 - FCN = 297451.9976018 Edm = 0.0330823 NCalls = 210 -VariableMetric: Iteration # 70 - FCN = 297451.8941466 Edm = 0.0883444 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297450.7424358 Edm = 0.865652 NCalls = 217 -VariableMetric: Iteration # 72 - FCN = 297444.2275686 Edm = 2.91271 NCalls = 220 -VariableMetric: Iteration # 73 - FCN = 297442.0675601 Edm = 0.592859 NCalls = 222 -VariableMetric: Iteration # 74 - FCN = 297441.5750977 Edm = 0.0874524 NCalls = 223 -VariableMetric: Iteration # 75 - FCN = 297441.4982613 Edm = 0.0117675 NCalls = 224 -VariableMetric: Iteration # 76 - FCN = 297441.4874911 Edm = 0.00287401 NCalls = 226 -VariableMetric: Iteration # 77 - FCN = 297441.4826019 Edm = 0.000740154 NCalls = 228 -VariableMetric: Iteration # 78 - FCN = 297441.4791602 Edm = 0.00153976 NCalls = 230 -VariableMetric: Iteration # 79 - FCN = 297441.4503335 Edm = 0.0205582 NCalls = 234 -VariableMetric: Iteration # 80 - FCN = 297438.1469493 Edm = 0.924946 NCalls = 240 -VariableMetric: Iteration # 81 - FCN = 297436.6868206 Edm = 0.121722 NCalls = 242 -VariableMetric: Iteration # 82 - FCN = 297436.568209 Edm = 0.0261217 NCalls = 243 -VariableMetric: Iteration # 83 - FCN = 297436.5418698 Edm = 0.00134502 NCalls = 245 -VariableMetric: Iteration # 84 - FCN = 297436.5401218 Edm = 0.000221847 NCalls = 247 -VariableMetric: Iteration # 85 - FCN = 297436.5381082 Edm = 0.00155668 NCalls = 250 -VariableMetric: Iteration # 86 - FCN = 297436.4699733 Edm = 0.0677743 NCalls = 254 -VariableMetric: Iteration # 87 - FCN = 297434.1233527 Edm = 1.05764 NCalls = 258 -VariableMetric: Iteration # 88 - FCN = 297432.530122 Edm = 0.751387 NCalls = 261 -VariableMetric: Iteration # 89 - FCN = 297432.0508173 Edm = 0.390491 NCalls = 263 -VariableMetric: Iteration # 90 - FCN = 297431.7320695 Edm = 0.15955 NCalls = 266 -VariableMetric: Iteration # 91 - FCN = 297431.5970102 Edm = 0.0141565 NCalls = 268 -VariableMetric: Iteration # 92 - FCN = 297431.5850926 Edm = 0.00204259 NCalls = 270 -VariableMetric: Iteration # 93 - FCN = 297431.5808497 Edm = 0.00120762 NCalls = 272 -VariableMetric: Iteration # 94 - FCN = 297431.5772753 Edm = 0.00224148 NCalls = 274 -VariableMetric: Iteration # 95 - FCN = 297431.552987 Edm = 0.0104484 NCalls = 277 -VariableMetric: Iteration # 96 - FCN = 297431.4550087 Edm = 0.0815446 NCalls = 280 -VariableMetric: Iteration # 97 - FCN = 297417.6424221 Edm = 9.78195 NCalls = 286 -VariableMetric: Iteration # 98 - FCN = 297417.4517763 Edm = 0.158625 NCalls = 288 -VariableMetric: Iteration # 99 - FCN = 297417.0435597 Edm = 0.54804 NCalls = 290 -VariableMetric: Iteration # 100 - FCN = 297415.6140027 Edm = 1.68705 NCalls = 294 -VariableMetric: Iteration # 101 - FCN = 297413.4314846 Edm = 1.57532 NCalls = 298 -VariableMetric: Iteration # 102 - FCN = 297405.1727191 Edm = 2.42866 NCalls = 302 -VariableMetric: Iteration # 103 - FCN = 297400.5601867 Edm = 2.4239 NCalls = 304 -VariableMetric: Iteration # 104 - FCN = 297397.2062447 Edm = 0.869975 NCalls = 307 -VariableMetric: Iteration # 105 - FCN = 297396.0564373 Edm = 0.279308 NCalls = 309 -VariableMetric: Iteration # 106 - FCN = 297395.7509935 Edm = 0.173917 NCalls = 311 -VariableMetric: Iteration # 107 - FCN = 297395.5578783 Edm = 0.0193151 NCalls = 313 -VariableMetric: Iteration # 108 - FCN = 297395.52492 Edm = 0.00417042 NCalls = 315 -VariableMetric: Iteration # 109 - FCN = 297395.5187669 Edm = 0.00129596 NCalls = 317 -VariableMetric: Iteration # 110 - FCN = 297395.5163457 Edm = 0.00140382 NCalls = 319 -VariableMetric: Iteration # 111 - FCN = 297395.5066588 Edm = 0.00644606 NCalls = 322 -VariableMetric: Iteration # 112 - FCN = 297395.4820582 Edm = 0.0112689 NCalls = 324 -VariableMetric: Iteration # 113 - FCN = 297395.3692891 Edm = 0.0855616 NCalls = 327 -VariableMetric: Iteration # 114 - FCN = 297393.3056504 Edm = 1.83512 NCalls = 332 -VariableMetric: Iteration # 115 - FCN = 297384.2679019 Edm = 6.4919 NCalls = 335 -VariableMetric: Iteration # 116 - FCN = 297378.7682299 Edm = 5.69248 NCalls = 337 -VariableMetric: Iteration # 117 - FCN = 297374.4455138 Edm = 1.69219 NCalls = 343 -VariableMetric: Iteration # 118 - FCN = 297371.4027682 Edm = 1.1009 NCalls = 345 -VariableMetric: Iteration # 119 - FCN = 297370.579952 Edm = 0.362423 NCalls = 347 -VariableMetric: Iteration # 120 - FCN = 297370.2741158 Edm = 0.0733376 NCalls = 349 -VariableMetric: Iteration # 121 - FCN = 297370.1645829 Edm = 0.0116739 NCalls = 352 -VariableMetric: Iteration # 122 - FCN = 297370.1495029 Edm = 0.00137478 NCalls = 354 -VariableMetric: Iteration # 123 - FCN = 297370.1459046 Edm = 0.00180728 NCalls = 356 -VariableMetric: Iteration # 124 - FCN = 297370.1353546 Edm = 0.0101275 NCalls = 359 -VariableMetric: Iteration # 125 - FCN = 297369.9019685 Edm = 0.16968 NCalls = 365 -VariableMetric: Iteration # 126 - FCN = 297368.4974877 Edm = 1.08608 NCalls = 368 -VariableMetric: Iteration # 127 - FCN = 297365.8152577 Edm = 2.88399 NCalls = 371 -VariableMetric: Iteration # 128 - FCN = 297361.4245961 Edm = 1.61762 NCalls = 374 -VariableMetric: Iteration # 129 - FCN = 297359.8934374 Edm = 0.601738 NCalls = 376 -VariableMetric: Iteration # 130 - FCN = 297359.3549575 Edm = 0.0715451 NCalls = 378 -VariableMetric: Iteration # 131 - FCN = 297359.2692225 Edm = 0.00741105 NCalls = 380 -VariableMetric: Iteration # 132 - FCN = 297359.2621029 Edm = 0.00200218 NCalls = 381 -VariableMetric: Iteration # 133 - FCN = 297359.2598778 Edm = 0.00040894 NCalls = 383 -VariableMetric: Iteration # 134 - FCN = 297359.2590839 Edm = 0.000308769 NCalls = 385 -VariableMetric: Iteration # 135 - FCN = 297359.2557754 Edm = 0.00282636 NCalls = 388 -VariableMetric: Iteration # 136 - FCN = 297359.1870652 Edm = 0.0681439 NCalls = 392 -VariableMetric: Iteration # 137 - FCN = 297357.5709361 Edm = 0.8177 NCalls = 396 -VariableMetric: Iteration # 138 - FCN = 297355.1281547 Edm = 0.939672 NCalls = 399 -VariableMetric: Iteration # 139 - FCN = 297354.5600058 Edm = 0.0648157 NCalls = 401 -VariableMetric: Iteration # 140 - FCN = 297354.4846382 Edm = 0.00650432 NCalls = 403 -VariableMetric: Iteration # 141 - FCN = 297354.479859 Edm = 0.00101243 NCalls = 405 -VariableMetric: Iteration # 142 - FCN = 297354.4789171 Edm = 0.000249379 NCalls = 407 -VariableMetric: Iteration # 143 - FCN = 297354.4780941 Edm = 0.000832026 NCalls = 409 -VariableMetric: Iteration # 144 - FCN = 297354.4744772 Edm = 0.00319331 NCalls = 413 -VariableMetric: Iteration # 145 - FCN = 297354.43346 Edm = 0.0390802 NCalls = 416 -VariableMetric: Iteration # 146 - FCN = 297353.0532545 Edm = 1.34753 NCalls = 424 -VariableMetric: Iteration # 147 - FCN = 297348.9417459 Edm = 1.59334 NCalls = 431 -VariableMetric: Iteration # 148 - FCN = 297344.087671 Edm = 3.24951 NCalls = 432 -VariableMetric: Iteration # 149 - FCN = 297342.8219373 Edm = 0.28895 NCalls = 434 -VariableMetric: Iteration # 150 - FCN = 297342.5201613 Edm = 0.0151987 NCalls = 436 -VariableMetric: Iteration # 151 - FCN = 297342.5031626 Edm = 0.00173762 NCalls = 438 -VariableMetric: Iteration # 152 - FCN = 297342.5009611 Edm = 0.000376057 NCalls = 440 -VariableMetric: Iteration # 153 - FCN = 297342.4998624 Edm = 0.000976435 NCalls = 442 -VariableMetric: Iteration # 154 - FCN = 297342.4961924 Edm = 0.00346417 NCalls = 445 -VariableMetric: Iteration # 155 - FCN = 297342.4459758 Edm = 0.0404918 NCalls = 451 -VariableMetric: Iteration # 156 - FCN = 297341.8310814 Edm = 0.725506 NCalls = 454 -VariableMetric: Iteration # 157 - FCN = 297340.2896778 Edm = 1.04931 NCalls = 458 -VariableMetric: Iteration # 158 - FCN = 297336.4341205 Edm = 0.232965 NCalls = 461 -VariableMetric: Iteration # 159 - FCN = 297336.1912425 Edm = 0.018813 NCalls = 463 -VariableMetric: Iteration # 160 - FCN = 297336.1730304 Edm = 0.00325479 NCalls = 464 -VariableMetric: Iteration # 161 - FCN = 297336.1708992 Edm = 0.000202823 NCalls = 466 -VariableMetric: Iteration # 162 - FCN = 297336.1706926 Edm = 1.31741e-05 NCalls = 468 -VariableMetric: After Hessian - FCN = 297336.1706926 Edm = 2.05419 NCalls = 957 -VariableMetric: Iteration # 163 - FCN = 297336.1706926 Edm = 2.05419 NCalls = 957 -VariableMetric: Iteration # 164 - FCN = 297332.6144534 Edm = 0.547223 NCalls = 960 -VariableMetric: Iteration # 165 - FCN = 297332.2287116 Edm = 0.0776558 NCalls = 962 -VariableMetric: Iteration # 166 - FCN = 297332.0687795 Edm = 0.0402319 NCalls = 965 -VariableMetric: Iteration # 167 - FCN = 297332.0142186 Edm = 0.0272961 NCalls = 969 -VariableMetric: Iteration # 168 - FCN = 297331.9292914 Edm = 0.284139 NCalls = 971 -VariableMetric: Iteration # 169 - FCN = 297331.8576389 Edm = 0.150367 NCalls = 976 -VariableMetric: Iteration # 170 - FCN = 297330.2903372 Edm = 9.44593 NCalls = 980 -VariableMetric: Iteration # 171 - FCN = 297330.0943158 Edm = 0.15167 NCalls = 982 -VariableMetric: Iteration # 172 - FCN = 297330.0703364 Edm = 0.143781 NCalls = 984 -VariableMetric: Iteration # 173 - FCN = 297329.7143283 Edm = 0.228826 NCalls = 988 -VariableMetric: Iteration # 174 - FCN = 297329.0321017 Edm = 0.473565 NCalls = 992 -VariableMetric: Iteration # 175 - FCN = 297327.8480964 Edm = 0.337623 NCalls = 996 -VariableMetric: Iteration # 176 - FCN = 297327.4781224 Edm = 0.184477 NCalls = 999 -VariableMetric: Iteration # 177 - FCN = 297327.2979063 Edm = 0.0691042 NCalls = 1001 -VariableMetric: Iteration # 178 - FCN = 297327.1573838 Edm = 0.0892352 NCalls = 1003 -VariableMetric: Iteration # 179 - FCN = 297326.9850801 Edm = 0.0713866 NCalls = 1005 -VariableMetric: Iteration # 180 - FCN = 297326.8156415 Edm = 0.036086 NCalls = 1008 -VariableMetric: Iteration # 181 - FCN = 297326.7625779 Edm = 0.00593819 NCalls = 1010 -VariableMetric: Iteration # 182 - FCN = 297326.7555742 Edm = 0.000640212 NCalls = 1012 -VariableMetric: Iteration # 183 - FCN = 297326.7543695 Edm = 0.000284146 NCalls = 1014 -VariableMetric: Iteration # 184 - FCN = 297326.7539029 Edm = 6.91277e-05 NCalls = 1016 -VariableMetric: After Hessian - FCN = 297326.7539029 Edm = 0.000205185 NCalls = 1511 -VariableMetric: Iteration # 185 - FCN = 297326.7539029 Edm = 0.000205185 NCalls = 1511 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316588.9388855 Edm = 37.1076 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316588.9388855 Edm = 37.1076 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303311.5523492 Edm = 17.243 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302755.7704281 Edm = 6806.74 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302648.7745154 Edm = 875.955 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302458.6669325 Edm = 48.1033 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 302440.9733792 Edm = 0.57516 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 302381.3060074 Edm = 80.1018 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 302369.907555 Edm = 12.3874 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 302339.8834511 Edm = 21.5106 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 299051.7456086 Edm = 2380.49 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 299017.7950859 Edm = 174.718 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297517.0930711 Edm = 12.0924 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297469.633172 Edm = 5.60599 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297461.3056498 Edm = 0.0790986 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297461.1018561 Edm = 0.131981 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297453.8364743 Edm = 5.72133 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297405.6791823 Edm = 2.63068 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297402.0081118 Edm = 0.146961 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297401.7163389 Edm = 0.0910192 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297390.4464574 Edm = 13.9523 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297388.9118173 Edm = 1.45057 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297386.9248278 Edm = 1.66226 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297288.8061694 Edm = 37.2125 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297259.7017025 Edm = 1.09305 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297258.9202051 Edm = 0.117809 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297258.7764469 Edm = 0.0336967 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297258.715925 Edm = 0.0473289 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297258.3031206 Edm = 0.370426 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297174.4926842 Edm = 14.0957 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297161.8688279 Edm = 3.08252 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297157.9252424 Edm = 1.40379 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297156.8654249 Edm = 0.185543 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297156.6724233 Edm = 0.00950265 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297156.584908 Edm = 0.0775716 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297151.1729175 Edm = 5.32764 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297149.4911299 Edm = 1.55103 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297132.0885833 Edm = 4.14257 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297128.5246947 Edm = 0.899288 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297128.0983991 Edm = 0.0145639 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297128.0664227 Edm = 0.0258485 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297127.7252216 Edm = 0.399227 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297112.5368701 Edm = 0.674621 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297083.8995894 Edm = 2.487 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297081.9203324 Edm = 1.59372 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297080.0583308 Edm = 0.931982 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297078.6719243 Edm = 1.62629 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297074.9330807 Edm = 2.82426 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297070.773554 Edm = 5.33579 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297066.371137 Edm = 4.13311 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297059.5749501 Edm = 1.75271 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297058.0655384 Edm = 1.00937 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297057.2824831 Edm = 0.218175 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297056.2052366 Edm = 0.308194 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297055.7047527 Edm = 0.127537 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297055.6120357 Edm = 0.0345852 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297055.5694045 Edm = 0.0140035 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297055.5155838 Edm = 0.0274472 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297051.5899116 Edm = 2.90467 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297032.6455783 Edm = 3.0895 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297028.1100462 Edm = 1.05388 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297026.937982 Edm = 0.612037 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297025.9770234 Edm = 0.824627 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297025.4172386 Edm = 1.36148 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297023.5598951 Edm = 0.351202 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297022.7700258 Edm = 0.101346 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297022.659178 Edm = 0.00896928 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297022.647048 Edm = 0.0022006 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297022.6420018 Edm = 0.00349928 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297022.6363739 Edm = 0.00368166 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297022.6178193 Edm = 0.0147437 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297022.61671 Edm = 0.00382287 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297022.6046486 Edm = 0.0150827 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297022.5903696 Edm = 0.0292299 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297022.5145258 Edm = 0.112534 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297022.4071825 Edm = 0.145505 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297021.6359966 Edm = 0.539285 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297021.5914578 Edm = 0.144558 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297021.4019197 Edm = 0.00265302 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297021.3968677 Edm = 0.00133709 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297021.3818173 Edm = 0.00929397 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297021.2623927 Edm = 0.126501 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297021.0376895 Edm = 0.186885 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297015.7180419 Edm = 0.534942 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297015.127835 Edm = 0.22027 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297015.0491125 Edm = 0.0095696 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297015.0398977 Edm = 0.000746652 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297015.0388879 Edm = 0.000435759 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297015.0364945 Edm = 0.000809248 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297015.0347912 Edm = 0.000699962 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297015.0079046 Edm = 0.0255244 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297014.9742554 Edm = 0.0318768 NCalls = 306 -VariableMetric: Iteration # 91 - FCN = 297010.8130688 Edm = 1.52595 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297010.6331285 Edm = 1.56372 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297009.8788252 Edm = 0.299484 NCalls = 320 -VariableMetric: Iteration # 94 - FCN = 297009.6008118 Edm = 0.142857 NCalls = 322 -VariableMetric: Iteration # 95 - FCN = 297007.879544 Edm = 0.500607 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297007.1725143 Edm = 0.150685 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297007.0935087 Edm = 0.064155 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297006.9651901 Edm = 0.0506632 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297006.8434081 Edm = 0.0434341 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297006.7691223 Edm = 0.0314865 NCalls = 340 -VariableMetric: Iteration # 101 - FCN = 297006.760848 Edm = 0.0269281 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297006.734999 Edm = 0.00462721 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297006.7281766 Edm = 0.000508094 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297006.7273789 Edm = 0.000139354 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297006.7263179 Edm = 0.00145181 NCalls = 352 -VariableMetric: Iteration # 106 - FCN = 297006.720708 Edm = 0.0077839 NCalls = 357 -VariableMetric: Iteration # 107 - FCN = 297006.7160828 Edm = 0.00451442 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297006.7091527 Edm = 0.00506489 NCalls = 367 -VariableMetric: Iteration # 109 - FCN = 297006.5914352 Edm = 0.101588 NCalls = 372 -VariableMetric: Iteration # 110 - FCN = 297006.3949143 Edm = 0.149985 NCalls = 377 -VariableMetric: Iteration # 111 - FCN = 297005.9036382 Edm = 0.171927 NCalls = 379 -VariableMetric: Iteration # 112 - FCN = 297005.8882636 Edm = 0.0435718 NCalls = 381 -VariableMetric: Iteration # 113 - FCN = 297005.8249139 Edm = 0.0399586 NCalls = 383 -VariableMetric: Iteration # 114 - FCN = 297005.2287181 Edm = 0.167921 NCalls = 392 -VariableMetric: Iteration # 115 - FCN = 297005.0866709 Edm = 0.628645 NCalls = 395 -VariableMetric: Iteration # 116 - FCN = 297004.9216692 Edm = 0.0754705 NCalls = 397 -VariableMetric: Iteration # 117 - FCN = 297004.802077 Edm = 0.0700372 NCalls = 399 -VariableMetric: Iteration # 118 - FCN = 297004.706055 Edm = 0.0269684 NCalls = 402 -VariableMetric: Iteration # 119 - FCN = 297004.6881724 Edm = 0.00843067 NCalls = 404 -VariableMetric: Iteration # 120 - FCN = 297004.6791111 Edm = 0.00257187 NCalls = 406 -VariableMetric: Iteration # 121 - FCN = 297004.6719152 Edm = 0.00336307 NCalls = 408 -VariableMetric: Iteration # 122 - FCN = 297004.6641297 Edm = 0.000900098 NCalls = 410 -VariableMetric: Iteration # 123 - FCN = 297004.6632862 Edm = 5.56827e-05 NCalls = 411 -VariableMetric: After Hessian - FCN = 297004.6632862 Edm = 4.20698 NCalls = 892 -VariableMetric: Iteration # 124 - FCN = 297004.6632862 Edm = 4.20698 NCalls = 892 -VariableMetric: Iteration # 125 - FCN = 297004.3030019 Edm = 2.98391 NCalls = 894 -VariableMetric: Iteration # 126 - FCN = 297001.0999748 Edm = 0.157742 NCalls = 896 -VariableMetric: Iteration # 127 - FCN = 297000.976023 Edm = 0.198883 NCalls = 898 -VariableMetric: Iteration # 128 - FCN = 297000.8678931 Edm = 0.046771 NCalls = 901 -VariableMetric: Iteration # 129 - FCN = 297000.7752321 Edm = 0.0336556 NCalls = 903 -VariableMetric: Iteration # 130 - FCN = 297000.7080802 Edm = 0.0338825 NCalls = 905 -VariableMetric: Iteration # 131 - FCN = 297000.6687562 Edm = 0.0178568 NCalls = 907 -VariableMetric: Iteration # 132 - FCN = 297000.6387215 Edm = 0.0119882 NCalls = 909 -VariableMetric: Iteration # 133 - FCN = 297000.6218861 Edm = 0.0242559 NCalls = 912 -VariableMetric: Iteration # 134 - FCN = 297000.5894377 Edm = 0.00768114 NCalls = 914 -VariableMetric: Iteration # 135 - FCN = 297000.5700512 Edm = 0.00707207 NCalls = 916 -VariableMetric: Iteration # 136 - FCN = 297000.5616142 Edm = 0.00543367 NCalls = 918 -VariableMetric: Iteration # 137 - FCN = 297000.5536339 Edm = 0.0032551 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297000.5461225 Edm = 0.00459742 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297000.5398877 Edm = 0.00257798 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297000.5328623 Edm = 0.00260111 NCalls = 926 -VariableMetric: Iteration # 141 - FCN = 297000.5257377 Edm = 0.0025641 NCalls = 929 -VariableMetric: Iteration # 142 - FCN = 297000.5223805 Edm = 0.00070931 NCalls = 931 -VariableMetric: Iteration # 143 - FCN = 297000.5214291 Edm = 0.000277208 NCalls = 933 -VariableMetric: Iteration # 144 - FCN = 297000.5206758 Edm = 0.000295611 NCalls = 935 -VariableMetric: Iteration # 145 - FCN = 297000.520052 Edm = 0.000214788 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297000.5195913 Edm = 0.000166952 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297000.5191925 Edm = 0.000176432 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297000.5177614 Edm = 0.000883342 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297000.5140599 Edm = 0.00251008 NCalls = 948 -VariableMetric: Iteration # 150 - FCN = 297000.5094302 Edm = 0.00356345 NCalls = 950 -VariableMetric: Iteration # 151 - FCN = 297000.5059666 Edm = 0.00338284 NCalls = 953 -VariableMetric: Iteration # 152 - FCN = 297000.5020729 Edm = 0.00410966 NCalls = 956 -VariableMetric: Iteration # 153 - FCN = 297000.4995135 Edm = 0.000997867 NCalls = 958 -VariableMetric: Iteration # 154 - FCN = 297000.4979894 Edm = 0.000314409 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297000.4969015 Edm = 0.000967876 NCalls = 963 -VariableMetric: Iteration # 156 - FCN = 297000.4926265 Edm = 0.00453399 NCalls = 967 -VariableMetric: Iteration # 157 - FCN = 297000.489396 Edm = 0.00838367 NCalls = 970 -VariableMetric: Iteration # 158 - FCN = 297000.483964 Edm = 0.00470565 NCalls = 976 -VariableMetric: Iteration # 159 - FCN = 297000.4836467 Edm = 0.000695098 NCalls = 979 -VariableMetric: Iteration # 160 - FCN = 297000.4804269 Edm = 0.00295868 NCalls = 983 -VariableMetric: Iteration # 161 - FCN = 297000.4723438 Edm = 0.00317776 NCalls = 986 -VariableMetric: Iteration # 162 - FCN = 297000.4678327 Edm = 0.00335334 NCalls = 987 -VariableMetric: Iteration # 163 - FCN = 297000.4639278 Edm = 0.00272762 NCalls = 990 -VariableMetric: Iteration # 164 - FCN = 297000.4605559 Edm = 0.00185393 NCalls = 992 -VariableMetric: Iteration # 165 - FCN = 297000.4593118 Edm = 0.0010324 NCalls = 994 -VariableMetric: Iteration # 166 - FCN = 297000.4584357 Edm = 0.000596698 NCalls = 996 -VariableMetric: Iteration # 167 - FCN = 297000.4578145 Edm = 0.000292046 NCalls = 999 -VariableMetric: Iteration # 168 - FCN = 297000.4568028 Edm = 0.000501831 NCalls = 1002 -VariableMetric: Iteration # 169 - FCN = 297000.4539612 Edm = 0.000860219 NCalls = 1005 -VariableMetric: Iteration # 170 - FCN = 297000.4523654 Edm = 0.00132716 NCalls = 1008 -VariableMetric: Iteration # 171 - FCN = 297000.4517032 Edm = 0.000428609 NCalls = 1010 -VariableMetric: Iteration # 172 - FCN = 297000.450996 Edm = 0.000187526 NCalls = 1012 -VariableMetric: Iteration # 173 - FCN = 297000.4506478 Edm = 0.000106179 NCalls = 1014 -VariableMetric: Iteration # 174 - FCN = 297000.4504579 Edm = 0.000109608 NCalls = 1017 -VariableMetric: Iteration # 175 - FCN = 297000.4502289 Edm = 0.00015631 NCalls = 1019 -VariableMetric: Iteration # 176 - FCN = 297000.4496957 Edm = 0.00044161 NCalls = 1021 -VariableMetric: Iteration # 177 - FCN = 297000.4485724 Edm = 0.000503221 NCalls = 1024 -VariableMetric: Iteration # 178 - FCN = 297000.447529 Edm = 0.00043832 NCalls = 1027 -VariableMetric: Iteration # 179 - FCN = 297000.4472611 Edm = 0.000186671 NCalls = 1029 -VariableMetric: Iteration # 180 - FCN = 297000.4469979 Edm = 6.39146e-05 NCalls = 1031 -VariableMetric: Iteration # 181 - FCN = 297000.446884 Edm = 2.79691e-05 NCalls = 1034 -VariableMetric: After Hessian - FCN = 297000.446884 Edm = 3.05331e-05 NCalls = 1525 -VariableMetric: Iteration # 182 - FCN = 297000.446884 Edm = 3.05331e-05 NCalls = 1525 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300390.9904653 Edm = 119.942 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300390.9904653 Edm = 119.942 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298776.7641132 Edm = 2.71894 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298769.554765 Edm = 0.70984 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298759.460853 Edm = 12.0997 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298744.5853454 Edm = 13.9822 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 298712.0115197 Edm = 25.9466 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297717.0939722 Edm = 50.1494 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297599.3177571 Edm = 55.0822 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297575.8638664 Edm = 1.25501 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297574.6534208 Edm = 0.133947 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297571.8028982 Edm = 2.88706 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297544.5255805 Edm = 16.2743 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297488.2328221 Edm = 0.445537 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297487.7193015 Edm = 0.0180458 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297482.6294115 Edm = 3.957 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297461.0185397 Edm = 0.0584731 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297460.9309087 Edm = 0.0313916 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297453.4144424 Edm = 6.40324 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297415.3050887 Edm = 5.70799 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297394.0774704 Edm = 8.7081 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297390.2668945 Edm = 2.30395 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297385.6082803 Edm = 1.20832 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297381.1937056 Edm = 1.11134 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297380.0369576 Edm = 0.0582153 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297379.9572075 Edm = 0.01844 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297379.8598631 Edm = 0.0171332 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297379.6245545 Edm = 0.184423 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297364.9585189 Edm = 12.2562 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297359.093388 Edm = 2.15754 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297355.1777904 Edm = 0.593512 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297353.7702769 Edm = 0.963122 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297352.605628 Edm = 2.0692 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297350.6294368 Edm = 1.13391 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297349.7782612 Edm = 2.41865 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297348.0029592 Edm = 1.43427 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297342.795893 Edm = 2.00806 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297342.1467157 Edm = 1.11179 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297341.6891854 Edm = 0.199588 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297341.4244244 Edm = 0.100713 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297341.0948687 Edm = 0.108855 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297341.0234709 Edm = 0.0807742 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297340.9645963 Edm = 0.0118361 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297340.9447295 Edm = 0.00538949 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297340.9377924 Edm = 0.00274835 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297340.9267503 Edm = 0.0114492 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297340.8337193 Edm = 0.0832385 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297333.2082849 Edm = 6.44409 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297330.5093758 Edm = 6.98995 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297325.5929857 Edm = 0.506486 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297324.7857963 Edm = 0.370709 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297323.7265846 Edm = 0.539947 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297323.553594 Edm = 0.657033 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297322.9195091 Edm = 0.209822 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297322.4882053 Edm = 0.227316 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297322.221464 Edm = 0.0360626 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297322.1983826 Edm = 0.0186701 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297322.1833062 Edm = 0.00213485 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297322.1714011 Edm = 0.00905816 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297321.5935466 Edm = 0.64721 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297321.4429399 Edm = 0.11821 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297318.7519556 Edm = 2.27885 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297317.6320193 Edm = 0.826562 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297315.8321954 Edm = 0.400661 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297315.305824 Edm = 0.0595975 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297315.2120176 Edm = 0.0452156 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297315.1161451 Edm = 0.0538123 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297315.0766429 Edm = 0.0678902 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297314.8911688 Edm = 0.149084 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297314.7385133 Edm = 0.329066 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297314.2498042 Edm = 0.202122 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297314.1733988 Edm = 0.26886 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297313.755551 Edm = 0.280758 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297313.0695609 Edm = 0.734486 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297312.3820819 Edm = 0.383651 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297311.4096499 Edm = 0.050806 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297311.3677057 Edm = 0.0553077 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297311.3317284 Edm = 0.0154661 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297311.2916715 Edm = 0.0523829 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297311.2457863 Edm = 0.114617 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297311.1864117 Edm = 0.116487 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297310.9049857 Edm = 0.393335 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297310.8265921 Edm = 0.100531 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297310.431999 Edm = 0.335337 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297309.8586287 Edm = 0.651725 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297309.1932651 Edm = 0.234401 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297308.9522565 Edm = 0.387122 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297308.7338369 Edm = 0.0358438 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297308.6776339 Edm = 0.00324984 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297308.6742336 Edm = 0.000290238 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297308.6700404 Edm = 0.00371556 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297307.553668 Edm = 0.713355 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297305.6682452 Edm = 0.0284437 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297305.6298465 Edm = 0.00038822 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297305.6292825 Edm = 9.44209e-05 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297305.6276534 Edm = 0.00154227 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297305.5515212 Edm = 0.0634291 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297303.9498467 Edm = 0.341143 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297303.4640593 Edm = 0.00952431 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297303.454118 Edm = 0.00164293 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297303.4521111 Edm = 0.000147529 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297303.4518313 Edm = 5.70579e-05 NCalls = 329 -VariableMetric: After Hessian - FCN = 297303.4518313 Edm = 783.102 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297303.4518313 Edm = 783.102 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297302.5690463 Edm = 54470.3 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297293.4175971 Edm = 45.5315 NCalls = 816 -VariableMetric: Iteration # 104 - FCN = 297286.3247242 Edm = 39.7203 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297282.9395303 Edm = 8.12206 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297279.6998857 Edm = 2.55703 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297278.5407312 Edm = 0.58232 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297278.0183952 Edm = 0.333671 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297277.8915972 Edm = 0.229052 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297277.7311995 Edm = 0.426345 NCalls = 831 -VariableMetric: Iteration # 111 - FCN = 297277.2235101 Edm = 0.516468 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297277.1980002 Edm = 0.106846 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297277.1093256 Edm = 0.0767513 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297277.0105239 Edm = 0.20115 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297276.708153 Edm = 0.375816 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297276.1661865 Edm = 0.702788 NCalls = 847 -VariableMetric: Iteration # 117 - FCN = 297275.8286957 Edm = 0.499777 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297275.7006942 Edm = 0.284179 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297275.37924 Edm = 0.215748 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297275.2046605 Edm = 0.0961489 NCalls = 859 -VariableMetric: Iteration # 121 - FCN = 297275.1325441 Edm = 0.0764557 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297275.0459239 Edm = 0.0856677 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297274.9141819 Edm = 0.0813168 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297274.7865534 Edm = 0.0715806 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297274.7454076 Edm = 0.0203355 NCalls = 869 -VariableMetric: Iteration # 126 - FCN = 297274.7132919 Edm = 0.0271029 NCalls = 871 -VariableMetric: Iteration # 127 - FCN = 297274.6174962 Edm = 0.0984257 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297274.5613552 Edm = 0.0557152 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297274.4774514 Edm = 0.0657377 NCalls = 882 -VariableMetric: Iteration # 130 - FCN = 297274.4141153 Edm = 0.0481266 NCalls = 885 -VariableMetric: Iteration # 131 - FCN = 297274.3878822 Edm = 0.0250729 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297274.3378972 Edm = 0.0390772 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297274.2823652 Edm = 0.065308 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297274.2273683 Edm = 0.0417099 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297274.1161041 Edm = 0.0944908 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297274.0536162 Edm = 0.0518395 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297273.9909717 Edm = 0.0542574 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297273.9501357 Edm = 0.0277346 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297273.9237256 Edm = 0.021558 NCalls = 909 -VariableMetric: Iteration # 140 - FCN = 297273.8871337 Edm = 0.0341627 NCalls = 912 -VariableMetric: Iteration # 141 - FCN = 297273.7736955 Edm = 0.0539433 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 297273.7011569 Edm = 0.0254223 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297273.6582633 Edm = 0.0236224 NCalls = 921 -VariableMetric: Iteration # 144 - FCN = 297273.6157167 Edm = 0.0321628 NCalls = 923 -VariableMetric: Iteration # 145 - FCN = 297273.573348 Edm = 0.0356219 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297273.5424547 Edm = 0.0217567 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297273.4881861 Edm = 0.0302329 NCalls = 932 -VariableMetric: Iteration # 148 - FCN = 297273.4447646 Edm = 0.0296344 NCalls = 935 -VariableMetric: Iteration # 149 - FCN = 297273.412462 Edm = 0.0167056 NCalls = 938 -VariableMetric: Iteration # 150 - FCN = 297273.3983292 Edm = 0.00934361 NCalls = 940 -VariableMetric: Iteration # 151 - FCN = 297273.3911673 Edm = 0.00629672 NCalls = 943 -VariableMetric: Iteration # 152 - FCN = 297273.3855352 Edm = 0.00242845 NCalls = 945 -VariableMetric: Iteration # 153 - FCN = 297273.38095 Edm = 0.00260066 NCalls = 947 -VariableMetric: Iteration # 154 - FCN = 297273.3751768 Edm = 0.00337779 NCalls = 951 -VariableMetric: Iteration # 155 - FCN = 297273.3602126 Edm = 0.00614705 NCalls = 955 -VariableMetric: Iteration # 156 - FCN = 297273.3449523 Edm = 0.0085318 NCalls = 957 -VariableMetric: Iteration # 157 - FCN = 297273.3383054 Edm = 0.00873297 NCalls = 959 -VariableMetric: Iteration # 158 - FCN = 297273.3281037 Edm = 0.00739153 NCalls = 962 -VariableMetric: Iteration # 159 - FCN = 297273.3228636 Edm = 0.0052875 NCalls = 964 -VariableMetric: Iteration # 160 - FCN = 297273.319268 Edm = 0.00349495 NCalls = 966 -VariableMetric: Iteration # 161 - FCN = 297273.3146727 Edm = 0.00205001 NCalls = 969 -VariableMetric: Iteration # 162 - FCN = 297273.3090491 Edm = 0.00219225 NCalls = 971 -VariableMetric: Iteration # 163 - FCN = 297273.3032011 Edm = 0.00597957 NCalls = 974 -VariableMetric: Iteration # 164 - FCN = 297273.3002546 Edm = 0.00130912 NCalls = 976 -VariableMetric: Iteration # 165 - FCN = 297273.2983444 Edm = 0.000574663 NCalls = 979 -VariableMetric: Iteration # 166 - FCN = 297273.2976259 Edm = 0.000115632 NCalls = 981 -VariableMetric: Iteration # 167 - FCN = 297273.2974602 Edm = 4.94098e-05 NCalls = 983 -VariableMetric: After Hessian - FCN = 297273.2974602 Edm = 0.0136217 NCalls = 1468 -VariableMetric: Iteration # 168 - FCN = 297273.2974602 Edm = 0.0136217 NCalls = 1468 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327392.9859012 Edm = 56.8556 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327392.9859012 Edm = 56.8556 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299141.5304532 Edm = 156.316 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298855.2276473 Edm = 75.2081 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298718.2149487 Edm = 40.6073 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298110.4915289 Edm = 227.908 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298006.5347458 Edm = 17.7615 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297937.8617205 Edm = 128.119 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297671.1930293 Edm = 6.64407 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297661.6344582 Edm = 1.21266 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297659.3256438 Edm = 0.214699 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297656.0263878 Edm = 2.28347 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297607.2803117 Edm = 6.97538 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297595.3040849 Edm = 1.51135 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297591.9655507 Edm = 0.35243 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297591.1953264 Edm = 0.0603567 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297591.069396 Edm = 0.0166665 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297590.9448546 Edm = 0.0621163 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297586.93919 Edm = 1.84786 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297582.3115503 Edm = 0.900565 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297578.87999 Edm = 1.22607 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297575.5348083 Edm = 3.75891 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297574.9038163 Edm = 0.702827 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297574.2225224 Edm = 0.136312 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297574.0390328 Edm = 0.0172859 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297573.9829462 Edm = 0.0263129 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297571.8987724 Edm = 1.06013 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297562.8489801 Edm = 2.67268 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297557.0004797 Edm = 0.142404 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297556.8492154 Edm = 0.0469059 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297556.8132355 Edm = 0.00982389 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297556.7617563 Edm = 0.0407715 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297556.5365255 Edm = 0.230343 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297551.916748 Edm = 3.11284 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297537.5018216 Edm = 12.9235 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297504.3462273 Edm = 14.5608 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297489.7198894 Edm = 2.51181 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297486.0451098 Edm = 0.391946 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297485.6728389 Edm = 0.117946 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297485.5910034 Edm = 0.0644884 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297485.550911 Edm = 0.0124041 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297485.4842279 Edm = 0.0682944 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297483.6442915 Edm = 1.63058 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297437.9392952 Edm = 25.753 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297395.7961847 Edm = 8.48598 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297384.171982 Edm = 3.79802 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297381.4412419 Edm = 1.71988 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297380.1454947 Edm = 0.313354 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297379.7886204 Edm = 0.16209 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297379.2171439 Edm = 0.0540821 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297379.1693109 Edm = 0.0139836 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297379.1380335 Edm = 0.0209674 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297378.7807644 Edm = 0.328363 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297354.8303769 Edm = 8.61705 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297341.9211643 Edm = 2.49151 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297339.0753558 Edm = 1.00262 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297337.935766 Edm = 1.07784 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297335.8429253 Edm = 0.420724 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297335.1715672 Edm = 0.059458 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297335.126987 Edm = 0.00695597 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297335.1204049 Edm = 0.00280837 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297335.1162349 Edm = 0.00163292 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297335.1068271 Edm = 0.00660343 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297335.0344891 Edm = 0.0635635 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297327.6653059 Edm = 1.13119 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297325.8227271 Edm = 0.191615 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297325.3250464 Edm = 0.175634 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297325.065957 Edm = 0.117527 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297324.918523 Edm = 0.0457853 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297324.8742956 Edm = 0.017418 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297324.8545014 Edm = 0.00355285 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297324.8481414 Edm = 0.00245515 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297324.8441975 Edm = 0.000902168 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297324.8425734 Edm = 0.000561817 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297324.8404374 Edm = 0.00197986 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297324.7114102 Edm = 0.123116 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297320.7366069 Edm = 2.48834 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297318.6633847 Edm = 1.00633 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297318.0723107 Edm = 0.286282 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297317.7766928 Edm = 0.0767627 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297317.6919788 Edm = 0.015184 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297317.6807644 Edm = 0.000975135 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297317.6796621 Edm = 0.000323553 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297317.6786754 Edm = 0.00065713 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297317.669973 Edm = 0.00740569 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297317.5101559 Edm = 0.151844 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297316.0157396 Edm = 0.549195 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297314.9519461 Edm = 0.158694 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297314.8356295 Edm = 0.0246299 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297314.8174835 Edm = 0.0014829 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297314.816171 Edm = 0.000158008 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297314.8159606 Edm = 0.000141486 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297314.8150917 Edm = 0.000889975 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297314.7700671 Edm = 0.0456661 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297314.7466758 Edm = 0.0230733 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297313.8002887 Edm = 0.246378 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297313.4131199 Edm = 0.0123807 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297313.4011743 Edm = 8.71205e-05 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297313.401078 Edm = 1.90054e-05 NCalls = 303 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314864.1914435 Edm = 182.51 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314864.1914435 Edm = 182.51 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299226.0621667 Edm = 2.22283 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299064.785343 Edm = 3.00306 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 299052.6199972 Edm = 16.4286 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298808.2872147 Edm = 135.229 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298297.7526462 Edm = 44.6657 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298234.8616747 Edm = 43.9416 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298213.0883612 Edm = 0.586658 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298212.0116772 Edm = 0.43867 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297975.8461499 Edm = 57.7292 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297918.5454422 Edm = 2.65363 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297916.5759167 Edm = 0.10136 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297915.533435 Edm = 0.983158 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297882.4733983 Edm = 25.129 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297732.1689358 Edm = 13.5042 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297716.9574183 Edm = 0.0314154 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297716.9168766 Edm = 0.0109233 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297716.6542349 Edm = 0.247854 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297703.1479538 Edm = 11.7365 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297633.5827912 Edm = 11.1985 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297618.21749 Edm = 1.74567 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297615.9875163 Edm = 0.0787463 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297615.8964236 Edm = 0.00277217 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297615.8890258 Edm = 0.00449523 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297615.1157826 Edm = 0.801489 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297614.5253116 Edm = 0.544821 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297591.2896649 Edm = 1.79916 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297589.7132263 Edm = 0.0514973 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297589.6707132 Edm = 0.00197462 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297589.6664443 Edm = 0.00243761 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297589.4787402 Edm = 0.179364 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297579.436389 Edm = 1.79933 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297577.530067 Edm = 0.0687293 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297577.4632565 Edm = 0.00371923 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297577.4596688 Edm = 0.000180596 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297577.459074 Edm = 0.000531579 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297577.4088586 Edm = 0.0510978 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297577.3050699 Edm = 0.100622 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297571.7311041 Edm = 0.329981 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297571.409304 Edm = 0.0420256 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297571.3664232 Edm = 0.00120656 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297571.3648402 Edm = 0.000307775 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297571.3536428 Edm = 0.0109857 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297570.7811947 Edm = 0.0165545 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297566.1680053 Edm = 0.804764 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297564.3943665 Edm = 0.190152 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297564.1506426 Edm = 0.00875705 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297564.1414401 Edm = 0.00135232 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297564.1403531 Edm = 0.000433126 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297564.139702 Edm = 0.000249952 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297564.1309144 Edm = 0.00855151 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297563.1841153 Edm = 0.772013 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297560.2617286 Edm = 1.02045 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297559.5729986 Edm = 0.183158 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297559.4171479 Edm = 0.00731895 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297559.4055657 Edm = 0.00119627 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297559.4040344 Edm = 0.000103653 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297559.403527 Edm = 0.000430313 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297559.3626515 Edm = 0.0473022 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297559.3591815 Edm = 0.0034168 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297559.2602647 Edm = 0.0636565 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297558.0668477 Edm = 0.489331 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297556.9991516 Edm = 0.357383 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297556.7212726 Edm = 0.426488 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297556.5298238 Edm = 0.110747 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297556.272668 Edm = 0.0745919 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297556.1835144 Edm = 0.0423187 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297556.1511654 Edm = 0.00845168 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297556.1400585 Edm = 0.00125943 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297556.1381218 Edm = 0.000471995 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297556.1359342 Edm = 0.00211998 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297556.1119144 Edm = 0.0272213 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297556.0325606 Edm = 0.0837129 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297555.9483239 Edm = 0.0893359 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297555.9317955 Edm = 0.016827 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297555.5117955 Edm = 0.771374 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297555.5099232 Edm = 0.000982927 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297555.5048627 Edm = 0.00164427 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297555.5009091 Edm = 0.00177879 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297555.4370962 Edm = 0.0641316 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297555.3415522 Edm = 0.10355 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297555.2997481 Edm = 0.0456897 NCalls = 287 -VariableMetric: Iteration # 82 - FCN = 297555.1123968 Edm = 0.260453 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297552.5663922 Edm = 2.32181 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297548.7037931 Edm = 1.74135 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297547.7835707 Edm = 0.885787 NCalls = 309 -VariableMetric: Iteration # 86 - FCN = 297547.6799513 Edm = 0.946363 NCalls = 311 -VariableMetric: Iteration # 87 - FCN = 297546.9848936 Edm = 0.328682 NCalls = 313 -VariableMetric: Iteration # 88 - FCN = 297546.8230923 Edm = 0.0231546 NCalls = 315 -VariableMetric: Iteration # 89 - FCN = 297546.7950174 Edm = 0.0042409 NCalls = 317 -VariableMetric: Iteration # 90 - FCN = 297546.784059 Edm = 0.00246556 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297546.7636262 Edm = 0.0158725 NCalls = 322 -VariableMetric: Iteration # 92 - FCN = 297546.3983035 Edm = 0.353016 NCalls = 326 -VariableMetric: Iteration # 93 - FCN = 297544.3542046 Edm = 1.74859 NCalls = 330 -VariableMetric: Iteration # 94 - FCN = 297538.6934184 Edm = 0.823457 NCalls = 332 -VariableMetric: Iteration # 95 - FCN = 297537.4969161 Edm = 0.131551 NCalls = 335 -VariableMetric: Iteration # 96 - FCN = 297537.361245 Edm = 0.0091898 NCalls = 337 -VariableMetric: Iteration # 97 - FCN = 297537.3523345 Edm = 0.000775722 NCalls = 338 -VariableMetric: Iteration # 98 - FCN = 297537.3514935 Edm = 0.000128626 NCalls = 340 -VariableMetric: Iteration # 99 - FCN = 297537.3511495 Edm = 0.000188903 NCalls = 342 -VariableMetric: Iteration # 100 - FCN = 297537.3465599 Edm = 0.00422879 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297537.2422797 Edm = 0.0978107 NCalls = 350 -VariableMetric: Iteration # 102 - FCN = 297536.2943256 Edm = 0.286996 NCalls = 353 -VariableMetric: Iteration # 103 - FCN = 297535.9215106 Edm = 0.0115091 NCalls = 355 -VariableMetric: Iteration # 104 - FCN = 297535.9105274 Edm = 0.000332152 NCalls = 356 -VariableMetric: Iteration # 105 - FCN = 297535.910182 Edm = 3.40035e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297535.910182 Edm = 41.8804 NCalls = 839 -VariableMetric: Iteration # 106 - FCN = 297535.910182 Edm = 41.8804 NCalls = 839 -VariableMetric: Iteration # 107 - FCN = 297532.6010858 Edm = 44.1836 NCalls = 850 -VariableMetric: Iteration # 108 - FCN = 297530.9909756 Edm = 4.01426 NCalls = 852 -VariableMetric: Iteration # 109 - FCN = 297530.5036072 Edm = 1.76305 NCalls = 855 -VariableMetric: Iteration # 110 - FCN = 297529.992049 Edm = 0.998461 NCalls = 857 -VariableMetric: Iteration # 111 - FCN = 297529.8763182 Edm = 0.499747 NCalls = 859 -VariableMetric: Iteration # 112 - FCN = 297529.676985 Edm = 0.0678148 NCalls = 861 -VariableMetric: Iteration # 113 - FCN = 297529.3643878 Edm = 0.633065 NCalls = 866 -VariableMetric: Iteration # 114 - FCN = 297529.3418139 Edm = 0.0937962 NCalls = 868 -VariableMetric: Iteration # 115 - FCN = 297529.0968516 Edm = 1.29355 NCalls = 872 -VariableMetric: Iteration # 116 - FCN = 297528.7340452 Edm = 1.12856 NCalls = 876 -VariableMetric: Iteration # 117 - FCN = 297528.5833509 Edm = 0.312156 NCalls = 879 -VariableMetric: Iteration # 118 - FCN = 297526.4351885 Edm = 12.5128 NCalls = 886 -VariableMetric: Iteration # 119 - FCN = 297526.4197051 Edm = 0.0434192 NCalls = 888 -VariableMetric: Iteration # 120 - FCN = 297526.2979767 Edm = 0.158275 NCalls = 890 -VariableMetric: Iteration # 121 - FCN = 297525.7899336 Edm = 0.704325 NCalls = 893 -VariableMetric: Iteration # 122 - FCN = 297525.3448243 Edm = 1.16509 NCalls = 897 -VariableMetric: Iteration # 123 - FCN = 297524.0617844 Edm = 1.05054 NCalls = 902 -VariableMetric: Iteration # 124 - FCN = 297523.3521312 Edm = 0.950658 NCalls = 904 -VariableMetric: Iteration # 125 - FCN = 297521.9247276 Edm = 1.01832 NCalls = 907 -VariableMetric: Iteration # 126 - FCN = 297520.5309356 Edm = 2.82744 NCalls = 913 -VariableMetric: Iteration # 127 - FCN = 297518.6108015 Edm = 1.32094 NCalls = 916 -VariableMetric: Iteration # 128 - FCN = 297517.464664 Edm = 0.769639 NCalls = 918 -VariableMetric: Iteration # 129 - FCN = 297516.0197351 Edm = 1.86232 NCalls = 921 -VariableMetric: Iteration # 130 - FCN = 297515.6184913 Edm = 0.803685 NCalls = 923 -VariableMetric: Iteration # 131 - FCN = 297515.0697364 Edm = 0.299185 NCalls = 926 -VariableMetric: Iteration # 132 - FCN = 297514.7724255 Edm = 0.230242 NCalls = 928 -VariableMetric: Iteration # 133 - FCN = 297514.6565122 Edm = 0.0959589 NCalls = 931 -VariableMetric: Iteration # 134 - FCN = 297514.530019 Edm = 0.0609374 NCalls = 933 -VariableMetric: Iteration # 135 - FCN = 297514.2102406 Edm = 0.294672 NCalls = 935 -VariableMetric: Iteration # 136 - FCN = 297513.8655826 Edm = 0.427637 NCalls = 938 -VariableMetric: Iteration # 137 - FCN = 297513.2307013 Edm = 0.290985 NCalls = 942 -VariableMetric: Iteration # 138 - FCN = 297512.9242015 Edm = 0.238956 NCalls = 945 -VariableMetric: Iteration # 139 - FCN = 297512.5875697 Edm = 0.134648 NCalls = 947 -VariableMetric: Iteration # 140 - FCN = 297512.4232488 Edm = 0.138696 NCalls = 949 -VariableMetric: Iteration # 141 - FCN = 297512.3300449 Edm = 0.06095 NCalls = 951 -VariableMetric: Iteration # 142 - FCN = 297512.2802924 Edm = 0.0445362 NCalls = 953 -VariableMetric: Iteration # 143 - FCN = 297512.1867735 Edm = 0.0486645 NCalls = 957 -VariableMetric: Iteration # 144 - FCN = 297512.0945193 Edm = 0.0450936 NCalls = 960 -VariableMetric: Iteration # 145 - FCN = 297512.0461044 Edm = 0.0408758 NCalls = 963 -VariableMetric: Iteration # 146 - FCN = 297512.0098677 Edm = 0.0238472 NCalls = 965 -VariableMetric: Iteration # 147 - FCN = 297511.9599784 Edm = 0.0270505 NCalls = 968 -VariableMetric: Iteration # 148 - FCN = 297511.8959226 Edm = 0.0182116 NCalls = 970 -VariableMetric: Iteration # 149 - FCN = 297511.8707773 Edm = 0.0268895 NCalls = 973 -VariableMetric: Iteration # 150 - FCN = 297511.8555553 Edm = 0.00783055 NCalls = 975 -VariableMetric: Iteration # 151 - FCN = 297511.8400322 Edm = 0.00786131 NCalls = 977 -VariableMetric: Iteration # 152 - FCN = 297511.8020214 Edm = 0.0204803 NCalls = 979 -VariableMetric: Iteration # 153 - FCN = 297511.770588 Edm = 0.00758645 NCalls = 981 -VariableMetric: Iteration # 154 - FCN = 297511.7624183 Edm = 0.00511545 NCalls = 982 -VariableMetric: Iteration # 155 - FCN = 297511.7560626 Edm = 0.00356421 NCalls = 984 -VariableMetric: Iteration # 156 - FCN = 297511.7394117 Edm = 0.00775787 NCalls = 987 -VariableMetric: Iteration # 157 - FCN = 297511.7196679 Edm = 0.00532131 NCalls = 989 -VariableMetric: Iteration # 158 - FCN = 297511.7122732 Edm = 0.00487551 NCalls = 992 -VariableMetric: Iteration # 159 - FCN = 297511.7039908 Edm = 0.00194064 NCalls = 994 -VariableMetric: Iteration # 160 - FCN = 297511.6977198 Edm = 0.00280821 NCalls = 996 -VariableMetric: Iteration # 161 - FCN = 297511.6889081 Edm = 0.00357099 NCalls = 999 -VariableMetric: Iteration # 162 - FCN = 297511.6827422 Edm = 0.00294402 NCalls = 1002 -VariableMetric: Iteration # 163 - FCN = 297511.6773512 Edm = 0.00117469 NCalls = 1004 -VariableMetric: Iteration # 164 - FCN = 297511.6751474 Edm = 0.000942099 NCalls = 1006 -VariableMetric: Iteration # 165 - FCN = 297511.6634901 Edm = 0.0100835 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297511.6379322 Edm = 0.0192743 NCalls = 1014 -VariableMetric: Iteration # 167 - FCN = 297511.6111839 Edm = 0.0166969 NCalls = 1018 -VariableMetric: Iteration # 168 - FCN = 297511.6031369 Edm = 0.00700166 NCalls = 1020 -VariableMetric: Iteration # 169 - FCN = 297511.5917774 Edm = 0.00495058 NCalls = 1023 -VariableMetric: Iteration # 170 - FCN = 297511.5786989 Edm = 0.00761099 NCalls = 1025 -VariableMetric: Iteration # 171 - FCN = 297511.5733804 Edm = 0.00740007 NCalls = 1027 -VariableMetric: Iteration # 172 - FCN = 297511.5691003 Edm = 0.00350769 NCalls = 1029 -VariableMetric: Iteration # 173 - FCN = 297511.5679169 Edm = 0.000642487 NCalls = 1031 -VariableMetric: Iteration # 174 - FCN = 297511.5668371 Edm = 0.000291007 NCalls = 1033 -VariableMetric: Iteration # 175 - FCN = 297511.5657728 Edm = 0.000533606 NCalls = 1035 -VariableMetric: Iteration # 176 - FCN = 297511.5636145 Edm = 0.00169178 NCalls = 1037 -VariableMetric: Iteration # 177 - FCN = 297511.5589224 Edm = 0.00201913 NCalls = 1041 -VariableMetric: Iteration # 178 - FCN = 297511.5564595 Edm = 0.000769658 NCalls = 1043 -VariableMetric: Iteration # 179 - FCN = 297511.556102 Edm = 8.76868e-05 NCalls = 1045 -VariableMetric: Iteration # 180 - FCN = 297511.5559963 Edm = 1.64696e-05 NCalls = 1047 -VariableMetric: After Hessian - FCN = 297511.5559963 Edm = 0.00711776 NCalls = 1532 -VariableMetric: Iteration # 181 - FCN = 297511.5559963 Edm = 0.00711776 NCalls = 1532 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331163.5656871 Edm = 29644.9 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331163.5656871 Edm = 29644.9 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299189.5810604 Edm = 3.22312 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 298544.744927 Edm = 11.1947 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298173.7060786 Edm = 144.075 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297664.8389331 Edm = 8.34745 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297657.5930427 Edm = 3.20935 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297655.0479051 Edm = 0.328871 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297468.244853 Edm = 63.272 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297406.7855175 Edm = 0.861068 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297405.8371253 Edm = 0.0303606 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297405.7759828 Edm = 0.0231984 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297404.2764622 Edm = 1.39116 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297389.9385864 Edm = 0.0325338 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297389.8866591 Edm = 0.0159227 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297380.1961958 Edm = 9.45644 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297337.6515753 Edm = 2.22693 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297335.7202128 Edm = 0.0281897 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297335.6893487 Edm = 0.00405271 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297335.6776632 Edm = 0.00567612 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297334.7768285 Edm = 0.895634 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297315.4207012 Edm = 6.31543 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297308.2418135 Edm = 2.74711 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297307.1868569 Edm = 0.274371 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297306.9661582 Edm = 0.0407453 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297306.8973564 Edm = 0.01222 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297306.8706629 Edm = 0.0178032 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297306.1275859 Edm = 0.785001 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297299.2525206 Edm = 6.52025 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297299.2131161 Edm = 0.0118038 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297299.1951907 Edm = 0.0192964 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297298.4665466 Edm = 0.918569 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297297.9875096 Edm = 0.455455 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297286.880772 Edm = 0.115565 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297286.7603915 Edm = 0.00345752 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297286.7572166 Edm = 0.000495732 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297286.7533295 Edm = 0.00352821 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297286.1378816 Edm = 0.10984 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297284.1936221 Edm = 0.349966 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297283.6329696 Edm = 0.0336215 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297283.6054593 Edm = 0.00293599 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297283.601806 Edm = 0.00167671 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297283.5758379 Edm = 0.0260292 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297282.0342844 Edm = 0.478668 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297281.4536549 Edm = 0.00816468 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297281.4456015 Edm = 0.00107549 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297281.4266081 Edm = 0.0169022 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297276.6989523 Edm = 5.21457 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297276.6354607 Edm = 0.0396337 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297276.1093767 Edm = 0.616278 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297275.3043655 Edm = 0.748097 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297242.0070468 Edm = 6.14412 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297235.7143362 Edm = 1.81219 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297234.4247449 Edm = 0.582253 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297233.1686385 Edm = 0.230509 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297232.8335784 Edm = 0.13526 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297232.7076685 Edm = 0.0128716 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297232.6914965 Edm = 0.0021404 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297232.6864554 Edm = 0.00268752 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297232.6429117 Edm = 0.0377208 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297230.8014554 Edm = 1.28744 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297217.3434517 Edm = 5.54285 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297210.6449709 Edm = 1.96835 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297208.5966834 Edm = 0.0534726 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297208.5242612 Edm = 0.0180019 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297208.5136725 Edm = 0.00625353 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297208.5057771 Edm = 0.000974254 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297208.50297 Edm = 0.00119693 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297208.4671626 Edm = 0.0338971 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297206.1787802 Edm = 0.496628 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297205.562937 Edm = 0.0302401 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297205.535767 Edm = 0.00106691 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297205.534571 Edm = 0.000177192 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297205.5284627 Edm = 0.0058082 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297204.5604284 Edm = 0.59334 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297202.7387875 Edm = 0.110311 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297202.5908482 Edm = 0.0142152 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297202.5764237 Edm = 0.000605588 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297202.5758183 Edm = 1.61837e-05 NCalls = 248 -VariableMetric: After Hessian - FCN = 297202.5758183 Edm = 41.4257 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297202.5758183 Edm = 41.4257 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297201.8984206 Edm = 4.2294 NCalls = 725 -VariableMetric: Iteration # 80 - FCN = 297198.8014166 Edm = 2.69029 NCalls = 728 -VariableMetric: Iteration # 81 - FCN = 297198.2207246 Edm = 0.684155 NCalls = 730 -VariableMetric: Iteration # 82 - FCN = 297198.1240736 Edm = 1.85467 NCalls = 732 -VariableMetric: Iteration # 83 - FCN = 297197.62109 Edm = 1.02509 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297196.998048 Edm = 1.02777 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297196.0016861 Edm = 1.70771 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297194.2799442 Edm = 1.24139 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297193.881233 Edm = 0.234358 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297193.7605684 Edm = 0.147788 NCalls = 750 -VariableMetric: Iteration # 89 - FCN = 297193.6485002 Edm = 0.0749941 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297193.5636888 Edm = 0.132585 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297193.4134237 Edm = 0.204246 NCalls = 758 -VariableMetric: Iteration # 92 - FCN = 297193.28963 Edm = 0.15962 NCalls = 760 -VariableMetric: Iteration # 93 - FCN = 297193.174136 Edm = 0.0579448 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297193.0910413 Edm = 0.0388045 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297193.0504587 Edm = 0.0225181 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297193.0036347 Edm = 0.0354127 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297192.9610648 Edm = 0.0128367 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297192.9477918 Edm = 0.00475335 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297192.9304425 Edm = 0.00898703 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297192.9021914 Edm = 0.0336018 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297192.8618686 Edm = 0.0631805 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297192.8364764 Edm = 0.0388997 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297192.7261767 Edm = 0.110429 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297192.6806694 Edm = 0.0590748 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297192.646257 Edm = 0.0475203 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297192.5702273 Edm = 0.0255238 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297192.5458521 Edm = 0.0111085 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297192.5332991 Edm = 0.00842904 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297192.51715 Edm = 0.0111672 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297192.4899198 Edm = 0.00627666 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297192.4814899 Edm = 0.00131711 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297192.479363 Edm = 0.000599978 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297192.4785645 Edm = 0.000214356 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297192.4772558 Edm = 0.00117889 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297192.4675841 Edm = 0.00472033 NCalls = 827 -VariableMetric: Iteration # 116 - FCN = 297192.460837 Edm = 0.00527098 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297192.4582444 Edm = 0.00109736 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297192.4568116 Edm = 0.000193693 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297192.456446 Edm = 0.000158978 NCalls = 836 -VariableMetric: Iteration # 120 - FCN = 297192.4560537 Edm = 0.000115918 NCalls = 838 -VariableMetric: Iteration # 121 - FCN = 297192.4557781 Edm = 0.000162986 NCalls = 840 -VariableMetric: Iteration # 122 - FCN = 297192.4553972 Edm = 0.000303137 NCalls = 842 -VariableMetric: Iteration # 123 - FCN = 297192.4544455 Edm = 0.000523322 NCalls = 846 -VariableMetric: Iteration # 124 - FCN = 297192.4529463 Edm = 0.00270099 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297192.4510041 Edm = 0.00110431 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297192.4499965 Edm = 0.000339112 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297192.4495536 Edm = 0.000144838 NCalls = 858 -VariableMetric: Iteration # 128 - FCN = 297192.4491225 Edm = 0.000402275 NCalls = 861 -VariableMetric: Iteration # 129 - FCN = 297192.4487782 Edm = 0.000255177 NCalls = 863 -VariableMetric: Iteration # 130 - FCN = 297192.4482877 Edm = 0.000166691 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297192.4479311 Edm = 0.000424178 NCalls = 869 -VariableMetric: Iteration # 132 - FCN = 297192.4477204 Edm = 0.000160165 NCalls = 871 -VariableMetric: Iteration # 133 - FCN = 297192.4475038 Edm = 0.000121131 NCalls = 874 -VariableMetric: Iteration # 134 - FCN = 297192.4473642 Edm = 6.788e-05 NCalls = 876 -VariableMetric: Iteration # 135 - FCN = 297192.4472357 Edm = 0.000128231 NCalls = 879 -VariableMetric: Iteration # 136 - FCN = 297192.4471343 Edm = 6.11603e-05 NCalls = 884 -VariableMetric: Iteration # 137 - FCN = 297192.4470338 Edm = 0.000125604 NCalls = 888 -VariableMetric: Iteration # 138 - FCN = 297192.4468937 Edm = 5.46184e-05 NCalls = 891 -VariableMetric: Iteration # 139 - FCN = 297192.4467593 Edm = 0.000104995 NCalls = 894 -VariableMetric: Iteration # 140 - FCN = 297192.446588 Edm = 0.000108424 NCalls = 898 -VariableMetric: Iteration # 141 - FCN = 297192.4461822 Edm = 0.000750497 NCalls = 902 -VariableMetric: Iteration # 142 - FCN = 297192.4460186 Edm = 0.000285494 NCalls = 904 -VariableMetric: Iteration # 143 - FCN = 297192.445713 Edm = 0.00019825 NCalls = 910 -VariableMetric: Iteration # 144 - FCN = 297192.4453961 Edm = 0.000401894 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297192.4452248 Edm = 0.000209569 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297192.444726 Edm = 0.000137854 NCalls = 920 -VariableMetric: Iteration # 147 - FCN = 297192.4445044 Edm = 0.000124608 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297192.4444471 Edm = 5.15297e-05 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297192.4443603 Edm = 1.80069e-05 NCalls = 926 -VariableMetric: After Hessian - FCN = 297192.4443603 Edm = 2.32693e-05 NCalls = 1419 -VariableMetric: Iteration # 150 - FCN = 297192.4443603 Edm = 2.32693e-05 NCalls = 1419 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303128.4398998 Edm = 11.2702 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303128.4398998 Edm = 11.2702 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299538.302418 Edm = 1.5325 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299528.5483007 Edm = 11.8048 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299516.1308639 Edm = 9.82814 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298850.1179619 Edm = 94.8535 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298770.291468 Edm = 132.872 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298184.8446274 Edm = 46.8175 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298175.3204269 Edm = 5.28181 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298172.648784 Edm = 7.21743 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298031.724252 Edm = 133.973 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297732.1809671 Edm = 29.827 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297681.3926046 Edm = 13.6271 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297585.8402605 Edm = 8.02934 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297559.6318288 Edm = 15.0063 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297536.0354969 Edm = 21.7564 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297491.6871552 Edm = 8.99636 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297459.5529383 Edm = 20.8509 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297453.0437005 Edm = 10.162 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297439.709631 Edm = 2.27113 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297434.277737 Edm = 3.94732 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297431.8831473 Edm = 1.02443 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297430.1754295 Edm = 0.322863 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297429.4313313 Edm = 0.224274 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297429.09732 Edm = 0.330317 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297427.5414177 Edm = 1.25887 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297421.9770179 Edm = 10.6649 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297399.659058 Edm = 26.7947 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297394.1494543 Edm = 7.18974 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297385.6554202 Edm = 3.58911 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297379.2589548 Edm = 2.66382 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297364.8728933 Edm = 3.49214 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297360.8653676 Edm = 0.413391 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297359.1269047 Edm = 0.163036 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297359.0334408 Edm = 0.0706065 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297358.9273989 Edm = 0.0559092 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297357.850402 Edm = 0.589202 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297349.3529392 Edm = 9.27694 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297303.5413027 Edm = 21.0379 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297288.7220115 Edm = 16.732 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297274.6967276 Edm = 12.4437 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297257.5711629 Edm = 6.21592 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297245.6964116 Edm = 20.4187 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297243.8101091 Edm = 1.15996 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297242.6668254 Edm = 0.326703 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297242.4164719 Edm = 0.0261292 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297242.3859667 Edm = 0.00464788 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297242.3091189 Edm = 0.0789324 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297236.169151 Edm = 1.02332 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297231.2972644 Edm = 0.768653 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297230.7987026 Edm = 0.104514 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297230.695055 Edm = 0.0121891 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297230.6147149 Edm = 0.0725777 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297220.7870838 Edm = 7.93437 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297196.5305395 Edm = 12.0608 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297188.819712 Edm = 2.07886 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297184.8885625 Edm = 0.632997 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297183.9398802 Edm = 0.134867 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297183.8158285 Edm = 0.0138161 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297183.7981591 Edm = 0.00251978 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297183.7932011 Edm = 0.00219919 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297183.7631921 Edm = 0.026466 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297180.618663 Edm = 2.17283 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297173.6237218 Edm = 0.991795 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297173.026874 Edm = 0.0778791 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297172.9205173 Edm = 0.0048509 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297172.9128122 Edm = 0.00142915 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297172.9071947 Edm = 0.00233066 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297172.855535 Edm = 0.061946 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297171.9291112 Edm = 0.704098 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297165.9243023 Edm = 0.672933 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297165.3091697 Edm = 0.108049 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297165.1958458 Edm = 0.0190268 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297165.1711229 Edm = 0.00345204 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297165.1664141 Edm = 0.000480715 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297165.1654401 Edm = 0.000595327 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297165.1607414 Edm = 0.00363904 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297165.1136715 Edm = 0.0455054 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297163.7818265 Edm = 0.550877 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297162.6414309 Edm = 0.0197204 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297162.6186141 Edm = 0.0018601 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297162.6155261 Edm = 0.000212874 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297162.614811 Edm = 0.000470578 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297162.581309 Edm = 0.0322231 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297161.8814315 Edm = 0.467777 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297158.4926923 Edm = 1.03841 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297156.8647278 Edm = 1.07686 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297155.9561284 Edm = 0.107089 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297155.8269899 Edm = 0.0132061 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297155.814108 Edm = 0.000502057 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297155.8133663 Edm = 0.000193995 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297155.8125609 Edm = 0.000814511 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297155.8080928 Edm = 0.00336023 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297155.7331908 Edm = 0.06156 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297154.5025751 Edm = 0.596447 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297154.0008817 Edm = 0.0612666 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297153.9309051 Edm = 0.000981476 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297153.9297712 Edm = 0.000166545 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297153.9290942 Edm = 0.000494164 NCalls = 307 -VariableMetric: Iteration # 98 - FCN = 297153.9189502 Edm = 0.0101429 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297153.3897594 Edm = 0.406738 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297149.1149868 Edm = 1.19585 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297147.1370138 Edm = 0.227461 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297146.8642843 Edm = 0.0367078 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297146.8337533 Edm = 0.00631691 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297146.8280888 Edm = 0.00112407 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297146.8266815 Edm = 0.00016186 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297146.8262971 Edm = 0.00029951 NCalls = 333 -VariableMetric: Iteration # 107 - FCN = 297146.8022711 Edm = 0.0253837 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297146.7852736 Edm = 0.0164213 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297143.8097583 Edm = 0.615067 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297142.897718 Edm = 0.408545 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297142.6253674 Edm = 0.095429 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297142.4755929 Edm = 0.0076843 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297142.4659159 Edm = 0.000319731 NCalls = 361 -VariableMetric: Iteration # 114 - FCN = 297142.465421 Edm = 9.23326e-05 NCalls = 363 -VariableMetric: Iteration # 115 - FCN = 297142.464267 Edm = 0.000965173 NCalls = 366 -VariableMetric: Iteration # 116 - FCN = 297142.4161609 Edm = 0.0590041 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297142.3722485 Edm = 0.0414285 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297139.217869 Edm = 0.265917 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297138.9200146 Edm = 0.00665533 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297138.9128974 Edm = 0.000345376 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297138.9124509 Edm = 3.84955e-05 NCalls = 387 -VariableMetric: After Hessian - FCN = 297138.9124509 Edm = 1409.63 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297138.9124509 Edm = 1409.63 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297137.637799 Edm = 16.3551 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297137.1976979 Edm = 0.118731 NCalls = 870 -VariableMetric: Iteration # 125 - FCN = 297137.1184787 Edm = 0.0288894 NCalls = 872 -VariableMetric: Iteration # 126 - FCN = 297137.0226951 Edm = 0.0177953 NCalls = 874 -VariableMetric: Iteration # 127 - FCN = 297136.9819302 Edm = 0.00868744 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297136.9620826 Edm = 0.00705371 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297136.9391342 Edm = 0.008776 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297136.9250631 Edm = 0.00576693 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297136.9125304 Edm = 0.00374651 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297136.9045778 Edm = 0.00316132 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297136.8992524 Edm = 0.00270119 NCalls = 890 -VariableMetric: Iteration # 134 - FCN = 297136.894288 Edm = 0.00237879 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297136.8896852 Edm = 0.00101136 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297136.8868959 Edm = 0.000562959 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297136.8861601 Edm = 0.000561757 NCalls = 899 -VariableMetric: Iteration # 138 - FCN = 297136.885614 Edm = 0.000235345 NCalls = 902 -VariableMetric: Iteration # 139 - FCN = 297136.8851085 Edm = 8.97318e-05 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297136.8848478 Edm = 8.96506e-05 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297136.8842041 Edm = 0.000312957 NCalls = 909 -VariableMetric: Iteration # 142 - FCN = 297136.8829637 Edm = 0.000394747 NCalls = 911 -VariableMetric: Iteration # 143 - FCN = 297136.8820799 Edm = 0.000507334 NCalls = 914 -VariableMetric: Iteration # 144 - FCN = 297136.8814424 Edm = 0.000145861 NCalls = 916 -VariableMetric: Iteration # 145 - FCN = 297136.8811959 Edm = 3.12197e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297136.8811959 Edm = 8.44052e-05 NCalls = 1397 -VariableMetric: Iteration # 146 - FCN = 297136.8811959 Edm = 8.44052e-05 NCalls = 1397 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308062.216016 Edm = 62.1869 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308062.216016 Edm = 62.1869 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305426.2449577 Edm = 11.5922 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 305408.5009165 Edm = 9.42624 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 305329.2948817 Edm = 77.8584 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 304713.8477839 Edm = 380.828 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298780.6881611 Edm = 1147.59 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297935.9222107 Edm = 225.822 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297828.0293411 Edm = 8.40915 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297816.0086265 Edm = 0.311159 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297815.5447978 Edm = 0.0729951 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297790.2549743 Edm = 13.4827 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297764.520186 Edm = 0.292951 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297760.9644267 Edm = 3.55991 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297732.8471697 Edm = 4.8024 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297728.8581614 Edm = 0.0361475 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297728.7661589 Edm = 0.0848856 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297727.539629 Edm = 1.39922 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297716.7133432 Edm = 8.89135 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297648.0029739 Edm = 11.4999 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297623.266881 Edm = 4.81537 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297617.9870031 Edm = 0.460829 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297616.4580346 Edm = 0.651086 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297600.3752065 Edm = 9.26273 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297600.2540369 Edm = 0.268105 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297599.19511 Edm = 0.223093 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297595.4690485 Edm = 2.01557 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297586.0501731 Edm = 1.87196 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297577.9673293 Edm = 3.88555 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297562.5455793 Edm = 1.70373 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297560.7908262 Edm = 0.139046 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297560.7139149 Edm = 0.0135346 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297560.6906178 Edm = 0.0119103 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297560.5923525 Edm = 0.0756937 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297554.7526955 Edm = 4.09875 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297532.9635324 Edm = 22.1369 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297508.5062853 Edm = 21.6316 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297504.1724015 Edm = 5.23465 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297497.1375609 Edm = 4.92662 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297493.2033317 Edm = 0.841072 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297492.7110668 Edm = 0.170691 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297492.6223114 Edm = 0.0164919 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297492.5836969 Edm = 0.0130409 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297492.4938882 Edm = 0.062131 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297491.3473477 Edm = 0.921726 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297471.6734151 Edm = 3.78519 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297467.003351 Edm = 0.103575 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297466.9135961 Edm = 0.00338342 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297466.8990013 Edm = 0.0110592 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297466.6655366 Edm = 0.152681 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297464.8743748 Edm = 1.28126 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297453.4462339 Edm = 6.91095 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297435.374554 Edm = 5.81142 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297426.7997243 Edm = 1.40355 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297425.7068743 Edm = 0.143512 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297425.5713125 Edm = 0.0310879 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297425.5486562 Edm = 0.0112476 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297425.5363947 Edm = 0.00466045 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297425.5135778 Edm = 0.0200599 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297425.2888395 Edm = 0.232583 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297425.1386632 Edm = 0.141001 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297413.7323507 Edm = 2.88156 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297409.9970637 Edm = 0.164209 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297409.7855119 Edm = 0.0331869 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297409.7483284 Edm = 0.00799135 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297409.7377557 Edm = 0.00129905 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297409.7353855 Edm = 0.000907193 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297409.7317936 Edm = 0.00234261 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297409.7192248 Edm = 0.0118961 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297408.9592495 Edm = 0.642055 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297405.2970433 Edm = 0.732511 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297404.6300984 Edm = 0.0159795 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297404.6118004 Edm = 0.0012544 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297404.6102911 Edm = 0.000284076 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297404.6093237 Edm = 0.000580661 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297404.6039733 Edm = 0.00421964 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297404.5109912 Edm = 0.091404 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297402.75294 Edm = 0.139513 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297402.6361702 Edm = 0.00648162 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297402.6307745 Edm = 0.000160379 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297402.6305899 Edm = 4.06222e-05 NCalls = 253 -VariableMetric: After Hessian - FCN = 297402.6305899 Edm = 514.841 NCalls = 726 -VariableMetric: Iteration # 80 - FCN = 297402.6305899 Edm = 514.841 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297401.6881697 Edm = 2068.86 NCalls = 730 -VariableMetric: Iteration # 82 - FCN = 297395.606083 Edm = 3.57628 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297395.3676987 Edm = 0.747679 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297394.4486538 Edm = 0.290112 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297393.3876373 Edm = 0.45631 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297391.2991256 Edm = 0.356925 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297390.5011068 Edm = 0.114144 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297390.180996 Edm = 0.11467 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297389.8160151 Edm = 0.0764879 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297389.2307155 Edm = 0.143336 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297387.6462829 Edm = 1.60154 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297387.404689 Edm = 0.430719 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297385.6997852 Edm = 1.16083 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297383.6631217 Edm = 2.20715 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297382.2843541 Edm = 0.682582 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297381.3931253 Edm = 0.719918 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297380.0607671 Edm = 0.737483 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297378.9191304 Edm = 0.601191 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297377.5349891 Edm = 1.26433 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297376.9139266 Edm = 0.422133 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297376.5093913 Edm = 0.0676502 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297376.2543374 Edm = 0.140624 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297375.7209037 Edm = 0.233107 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297375.4035182 Edm = 0.398888 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297374.5488704 Edm = 0.590756 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297373.9368276 Edm = 0.401159 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297373.5107451 Edm = 0.234262 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297372.9778251 Edm = 0.278575 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297372.4740058 Edm = 0.10639 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297372.3433182 Edm = 0.0419962 NCalls = 812 -VariableMetric: Iteration # 111 - FCN = 297372.2469795 Edm = 0.0331904 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297372.1821832 Edm = 0.0170524 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297372.1480573 Edm = 0.025566 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297372.0869551 Edm = 0.0194987 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297372.0301313 Edm = 0.0151573 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297371.9879781 Edm = 0.0125435 NCalls = 825 -VariableMetric: Iteration # 117 - FCN = 297371.9471294 Edm = 0.0102031 NCalls = 827 -VariableMetric: Iteration # 118 - FCN = 297371.8810074 Edm = 0.030824 NCalls = 830 -VariableMetric: Iteration # 119 - FCN = 297371.7957297 Edm = 0.0171344 NCalls = 832 -VariableMetric: Iteration # 120 - FCN = 297371.6443121 Edm = 0.0709204 NCalls = 835 -VariableMetric: Iteration # 121 - FCN = 297371.4957603 Edm = 0.0163619 NCalls = 837 -VariableMetric: Iteration # 122 - FCN = 297371.4647612 Edm = 0.011459 NCalls = 839 -VariableMetric: Iteration # 123 - FCN = 297371.4131942 Edm = 0.0165512 NCalls = 841 -VariableMetric: Iteration # 124 - FCN = 297371.3169206 Edm = 0.0476483 NCalls = 844 -VariableMetric: Iteration # 125 - FCN = 297371.1823981 Edm = 0.00462558 NCalls = 846 -VariableMetric: Iteration # 126 - FCN = 297371.1726084 Edm = 0.00391131 NCalls = 848 -VariableMetric: Iteration # 127 - FCN = 297371.1337464 Edm = 0.0075347 NCalls = 851 -VariableMetric: Iteration # 128 - FCN = 297371.1243226 Edm = 0.000316707 NCalls = 853 -VariableMetric: Iteration # 129 - FCN = 297371.1239011 Edm = 9.73947e-05 NCalls = 855 -VariableMetric: Iteration # 130 - FCN = 297371.1234654 Edm = 0.000159969 NCalls = 857 -VariableMetric: Iteration # 131 - FCN = 297371.1230975 Edm = 6.31076e-05 NCalls = 859 -VariableMetric: After Hessian - FCN = 297371.1230975 Edm = 0.000148782 NCalls = 1338 -VariableMetric: Iteration # 132 - FCN = 297371.1230975 Edm = 0.000148782 NCalls = 1338 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323958.6455029 Edm = 110.57 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323958.6455029 Edm = 110.57 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302777.6477111 Edm = 3.67967 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301728.819437 Edm = 3056.7 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 300788.2454887 Edm = 5.24363e+07 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 300788.2454887 Edm = 5.24363e+07 NCalls = 38 -VariableMetric: After Hessian - FCN = 300788.2454887 Edm = 1.20886e+08 NCalls = 525 -VariableMetric: Iteration # 5 - FCN = 300788.2454887 Edm = 1.20886e+08 NCalls = 525 -VariableMetric: Iteration # 6 - FCN = 300788.2454887 Edm = 1.20886e+08 NCalls = 536 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314715.946228 Edm = 18.6913 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314715.946228 Edm = 18.6913 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314188.8819702 Edm = 912.024 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 314019.0535277 Edm = 161.21 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 297923.4620605 Edm = 87.395 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297922.091055 Edm = 9.85632 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297908.36401 Edm = 2.05379 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297906.3047263 Edm = 0.214681 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297904.023772 Edm = 2.79131 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297892.482091 Edm = 6.18446 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297790.5482142 Edm = 30.3113 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297751.8605663 Edm = 13.7837 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297736.285076 Edm = 1.34637 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297734.9792112 Edm = 0.165113 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297734.8270885 Edm = 0.0589727 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297734.3329011 Edm = 0.589946 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297713.5433268 Edm = 11.8792 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297679.9449926 Edm = 1.66292 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297674.3407658 Edm = 3.01283 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297625.2779491 Edm = 12.6336 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297624.0219529 Edm = 5.5796 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297613.028505 Edm = 1.32793 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297609.9570199 Edm = 1.76964 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297594.0280941 Edm = 0.0913081 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297593.8388395 Edm = 0.0352701 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297593.8085784 Edm = 0.032275 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297593.7406691 Edm = 0.040666 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297592.0889596 Edm = 1.33371 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297563.0880569 Edm = 32.9553 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297548.2419889 Edm = 13.211 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297527.4019701 Edm = 1.22281 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297525.0539046 Edm = 0.181506 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297524.8979153 Edm = 0.032507 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297524.7682717 Edm = 0.0755748 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297524.4436707 Edm = 0.0604587 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297524.3771632 Edm = 0.00794092 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297524.3259635 Edm = 0.0437911 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297524.0730423 Edm = 0.259866 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297512.4847321 Edm = 11.3432 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297496.5984824 Edm = 11.7226 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297489.5020915 Edm = 1.94198 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297486.4555669 Edm = 0.27198 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297486.0520579 Edm = 0.0374306 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297485.9695983 Edm = 0.0156855 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297485.9512778 Edm = 0.00355068 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297485.9337161 Edm = 0.0109405 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297485.3730513 Edm = 0.50517 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297482.2308419 Edm = 0.486789 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297481.7079227 Edm = 0.0553313 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297481.6665658 Edm = 0.00259917 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297481.6585732 Edm = 0.00672725 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297481.6201632 Edm = 0.0415875 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297481.467763 Edm = 0.13106 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297479.2249041 Edm = 1.54524 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297472.3291333 Edm = 0.212643 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297472.1002014 Edm = 0.0272314 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297472.0730082 Edm = 0.0109212 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297472.0628798 Edm = 0.00141207 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297472.0582031 Edm = 0.00196922 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297472.0419644 Edm = 0.0125753 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297470.9770822 Edm = 1.01205 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297461.6503037 Edm = 4.73107 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297460.9921719 Edm = 2.22232 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297459.4000951 Edm = 1.30095 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297458.5135747 Edm = 3.4312 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297456.1472161 Edm = 6.70081 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297453.6579023 Edm = 0.890323 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297452.4215205 Edm = 0.804199 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297452.3085111 Edm = 0.878883 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297451.5957551 Edm = 0.146827 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297451.2432348 Edm = 0.519106 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297450.8138629 Edm = 0.443059 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297450.0583773 Edm = 0.271373 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297449.5931974 Edm = 0.397322 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297447.3360296 Edm = 0.77176 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297445.2704106 Edm = 0.938728 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297445.0037406 Edm = 0.555265 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297444.6335634 Edm = 1.41053 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297443.6545107 Edm = 0.875416 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297440.8313426 Edm = 1.61191 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297440.3852235 Edm = 0.483602 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297440.0579371 Edm = 0.0413786 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297439.9803012 Edm = 0.0551783 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297439.6514623 Edm = 0.2376 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297439.3521857 Edm = 0.119876 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297439.0809447 Edm = 0.152071 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297438.9693818 Edm = 0.00590481 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297438.9578342 Edm = 0.00708534 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297438.8476298 Edm = 0.126107 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297438.7175489 Edm = 0.12156 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297429.1223034 Edm = 3.66797 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297426.411015 Edm = 0.82952 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297425.5998395 Edm = 0.381101 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297425.367199 Edm = 0.37232 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297425.2252948 Edm = 0.0879295 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297425.0913931 Edm = 0.0242219 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297425.0415597 Edm = 0.0101023 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297425.0276651 Edm = 0.00154023 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297425.0263481 Edm = 0.000640013 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297425.0254962 Edm = 0.000419519 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297425.0132596 Edm = 0.0116132 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297424.8058275 Edm = 0.142765 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297423.6412785 Edm = 0.583647 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297422.972765 Edm = 0.614805 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297422.2003421 Edm = 0.0929646 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297422.0886628 Edm = 0.0863564 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297422.0566585 Edm = 0.0292603 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297421.9969579 Edm = 0.00841595 NCalls = 330 -VariableMetric: Iteration # 107 - FCN = 297421.9835676 Edm = 0.00150656 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297421.981557 Edm = 0.000925816 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297421.9802638 Edm = 0.000454885 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297421.9778049 Edm = 0.00156989 NCalls = 339 -VariableMetric: Iteration # 111 - FCN = 297421.952818 Edm = 0.0195483 NCalls = 342 -VariableMetric: Iteration # 112 - FCN = 297421.1643372 Edm = 2.99895 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297420.4201711 Edm = 1.98575 NCalls = 355 -VariableMetric: Iteration # 114 - FCN = 297419.6856445 Edm = 1.01124 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297418.576513 Edm = 1.45673 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297418.2067768 Edm = 0.390545 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297416.4396556 Edm = 0.694134 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297415.5743456 Edm = 3.04257 NCalls = 379 -VariableMetric: Iteration # 119 - FCN = 297414.6644431 Edm = 0.204353 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297414.4156218 Edm = 0.154247 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297414.3684464 Edm = 0.0478236 NCalls = 387 -VariableMetric: Iteration # 122 - FCN = 297414.2981855 Edm = 0.0408152 NCalls = 389 -VariableMetric: Iteration # 123 - FCN = 297414.0421172 Edm = 0.220898 NCalls = 392 -VariableMetric: Iteration # 124 - FCN = 297411.8082981 Edm = 0.240296 NCalls = 397 -VariableMetric: Iteration # 125 - FCN = 297411.4733038 Edm = 0.233049 NCalls = 399 -VariableMetric: Iteration # 126 - FCN = 297411.2097247 Edm = 0.0748349 NCalls = 401 -VariableMetric: Iteration # 127 - FCN = 297411.019717 Edm = 0.0604756 NCalls = 403 -VariableMetric: Iteration # 128 - FCN = 297410.956446 Edm = 0.0251116 NCalls = 404 -VariableMetric: Iteration # 129 - FCN = 297410.9157408 Edm = 0.00677676 NCalls = 407 -VariableMetric: Iteration # 130 - FCN = 297410.9062482 Edm = 0.000351387 NCalls = 409 -VariableMetric: Iteration # 131 - FCN = 297410.9057752 Edm = 0.00016107 NCalls = 411 -VariableMetric: Iteration # 132 - FCN = 297410.9049543 Edm = 0.00064762 NCalls = 414 -VariableMetric: Iteration # 133 - FCN = 297410.8794329 Edm = 0.022007 NCalls = 418 -VariableMetric: Iteration # 134 - FCN = 297410.5236154 Edm = 0.362867 NCalls = 422 -VariableMetric: Iteration # 135 - FCN = 297409.7049699 Edm = 0.713101 NCalls = 428 -VariableMetric: Iteration # 136 - FCN = 297406.2456206 Edm = 1.98203 NCalls = 433 -VariableMetric: Iteration # 137 - FCN = 297405.4249577 Edm = 0.367637 NCalls = 435 -VariableMetric: Iteration # 138 - FCN = 297404.959437 Edm = 0.12056 NCalls = 437 -VariableMetric: Iteration # 139 - FCN = 297404.7757544 Edm = 0.0624817 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297404.7056152 Edm = 0.00700614 NCalls = 442 -VariableMetric: Iteration # 141 - FCN = 297404.6979771 Edm = 0.00059109 NCalls = 444 -VariableMetric: Iteration # 142 - FCN = 297404.6971606 Edm = 0.000201697 NCalls = 446 -VariableMetric: Iteration # 143 - FCN = 297404.6965628 Edm = 0.000485123 NCalls = 448 -VariableMetric: Iteration # 144 - FCN = 297404.6930624 Edm = 0.00284465 NCalls = 452 -VariableMetric: Iteration # 145 - FCN = 297404.584796 Edm = 0.0970331 NCalls = 456 -VariableMetric: Iteration # 146 - FCN = 297402.7455918 Edm = 0.869373 NCalls = 461 -VariableMetric: Iteration # 147 - FCN = 297402.2973963 Edm = 0.334141 NCalls = 463 -VariableMetric: Iteration # 148 - FCN = 297401.7343088 Edm = 0.158182 NCalls = 465 -VariableMetric: Iteration # 149 - FCN = 297401.5287329 Edm = 0.118433 NCalls = 469 -VariableMetric: Iteration # 150 - FCN = 297401.1304778 Edm = 0.114593 NCalls = 473 -VariableMetric: Iteration # 151 - FCN = 297401.0247224 Edm = 0.114732 NCalls = 475 -VariableMetric: Iteration # 152 - FCN = 297400.938231 Edm = 0.0120165 NCalls = 477 -VariableMetric: Iteration # 153 - FCN = 297400.9208185 Edm = 0.0065812 NCalls = 479 -VariableMetric: Iteration # 154 - FCN = 297400.9064063 Edm = 0.0044646 NCalls = 481 -VariableMetric: Iteration # 155 - FCN = 297400.8976209 Edm = 0.00146702 NCalls = 483 -VariableMetric: Iteration # 156 - FCN = 297400.895534 Edm = 0.000464633 NCalls = 485 -VariableMetric: Iteration # 157 - FCN = 297400.895257 Edm = 3.94634e-05 NCalls = 487 -VariableMetric: After Hessian - FCN = 297400.895257 Edm = 213.698 NCalls = 968 -VariableMetric: Iteration # 158 - FCN = 297400.895257 Edm = 213.698 NCalls = 968 -VariableMetric: Iteration # 159 - FCN = 297395.6150794 Edm = 52332 NCalls = 974 -VariableMetric: Iteration # 160 - FCN = 297395.5734725 Edm = 1404.59 NCalls = 980 -VariableMetric: Iteration # 161 - FCN = 297395.5054231 Edm = 959.938 NCalls = 985 -VariableMetric: Iteration # 162 - FCN = 297395.3175627 Edm = 381.478 NCalls = 989 -VariableMetric: Iteration # 163 - FCN = 297395.2824164 Edm = 1436.41 NCalls = 993 -VariableMetric: Iteration # 164 - FCN = 297393.9067425 Edm = 241.229 NCalls = 996 -VariableMetric: Iteration # 165 - FCN = 297392.8659248 Edm = 143.081 NCalls = 999 -VariableMetric: Iteration # 166 - FCN = 297390.0964514 Edm = 369.442 NCalls = 1002 -VariableMetric: Iteration # 167 - FCN = 297388.2358965 Edm = 860.271 NCalls = 1005 -VariableMetric: Iteration # 168 - FCN = 297386.5079036 Edm = 164.313 NCalls = 1008 -VariableMetric: Iteration # 169 - FCN = 297386.2623068 Edm = 37.8306 NCalls = 1011 -VariableMetric: Iteration # 170 - FCN = 297385.9092244 Edm = 23.8928 NCalls = 1014 -VariableMetric: Iteration # 171 - FCN = 297385.0101421 Edm = 29.8913 NCalls = 1016 -VariableMetric: Iteration # 172 - FCN = 297384.0178004 Edm = 8.40114 NCalls = 1018 -VariableMetric: Iteration # 173 - FCN = 297383.1507254 Edm = 8.78114 NCalls = 1020 -VariableMetric: Iteration # 174 - FCN = 297382.3379289 Edm = 7.52858 NCalls = 1022 -VariableMetric: Iteration # 175 - FCN = 297380.5033995 Edm = 5.52825 NCalls = 1024 -VariableMetric: Iteration # 176 - FCN = 297378.7388533 Edm = 11.5542 NCalls = 1026 -VariableMetric: Iteration # 177 - FCN = 297378.2470552 Edm = 21.14 NCalls = 1028 -VariableMetric: Iteration # 178 - FCN = 297377.7896834 Edm = 2.0033 NCalls = 1030 -VariableMetric: Iteration # 179 - FCN = 297377.3111524 Edm = 2.25746 NCalls = 1032 -VariableMetric: Iteration # 180 - FCN = 297376.4884401 Edm = 1.50013 NCalls = 1034 -VariableMetric: Iteration # 181 - FCN = 297376.3678404 Edm = 0.7098 NCalls = 1036 -VariableMetric: Iteration # 182 - FCN = 297375.9126013 Edm = 3.19874 NCalls = 1038 -VariableMetric: Iteration # 183 - FCN = 297375.5901629 Edm = 0.625985 NCalls = 1040 -VariableMetric: Iteration # 184 - FCN = 297375.1865347 Edm = 0.536309 NCalls = 1043 -VariableMetric: Iteration # 185 - FCN = 297374.8937992 Edm = 0.248156 NCalls = 1045 -VariableMetric: Iteration # 186 - FCN = 297374.6967557 Edm = 0.17756 NCalls = 1048 -VariableMetric: Iteration # 187 - FCN = 297374.609673 Edm = 0.0611444 NCalls = 1050 -VariableMetric: Iteration # 188 - FCN = 297374.5719571 Edm = 0.0396575 NCalls = 1052 -VariableMetric: Iteration # 189 - FCN = 297374.5502261 Edm = 0.0074987 NCalls = 1054 -VariableMetric: Iteration # 190 - FCN = 297374.5477342 Edm = 0.0031124 NCalls = 1056 -VariableMetric: Iteration # 191 - FCN = 297374.5446366 Edm = 0.00141308 NCalls = 1058 -VariableMetric: Iteration # 192 - FCN = 297374.5395102 Edm = 0.00363549 NCalls = 1062 -VariableMetric: Iteration # 193 - FCN = 297374.5331606 Edm = 0.00416042 NCalls = 1065 -VariableMetric: Iteration # 194 - FCN = 297374.5301451 Edm = 0.00167547 NCalls = 1067 -VariableMetric: Iteration # 195 - FCN = 297374.5280067 Edm = 0.000573792 NCalls = 1070 -VariableMetric: Iteration # 196 - FCN = 297374.5274135 Edm = 0.000106971 NCalls = 1072 -VariableMetric: Iteration # 197 - FCN = 297374.5272379 Edm = 3.89371e-05 NCalls = 1074 -VariableMetric: After Hessian - FCN = 297374.5272379 Edm = 0.00102538 NCalls = 1563 -VariableMetric: Iteration # 198 - FCN = 297374.5272379 Edm = 0.00102538 NCalls = 1563 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324106.7375806 Edm = 453.587 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324106.7375806 Edm = 453.587 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301048.9815247 Edm = 10.1023 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299128.3348481 Edm = 29.5216 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 299123.5681371 Edm = 1.83322 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299113.5395631 Edm = 10.0125 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299088.4993872 Edm = 22.971 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298008.3744034 Edm = 62.6847 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297911.2538025 Edm = 0.225602 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297910.5742767 Edm = 1.19798 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297669.8899725 Edm = 51.4531 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297580.5435807 Edm = 40.7719 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297533.2276141 Edm = 9.70836 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297510.8801626 Edm = 1.13365 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297509.7391222 Edm = 0.124736 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297509.2926085 Edm = 0.322554 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297501.8620837 Edm = 6.86488 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297383.7276006 Edm = 2.99828 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297381.5498789 Edm = 0.602595 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297380.7329185 Edm = 0.240047 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297380.1593087 Edm = 0.258955 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297369.3858841 Edm = 6.7951 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297331.8436092 Edm = 9.81115 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297323.0045624 Edm = 0.699907 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297321.9219441 Edm = 0.169129 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297321.3350837 Edm = 0.104721 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297321.1955999 Edm = 0.0206576 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297321.0904704 Edm = 0.0722625 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297319.2233601 Edm = 1.70158 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297311.072831 Edm = 9.17165 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297294.0042343 Edm = 2.17868 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297291.2980384 Edm = 0.498956 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297290.8495456 Edm = 0.649533 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297290.4578628 Edm = 0.196734 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297290.1638892 Edm = 0.0303737 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297290.1275487 Edm = 0.00309381 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297290.1182072 Edm = 0.00472464 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297289.8863012 Edm = 0.281543 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297289.402406 Edm = 0.559057 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297289.3317572 Edm = 0.0662827 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297288.7590453 Edm = 0.617527 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297288.2988043 Edm = 0.445798 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297264.6774022 Edm = 12.6697 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297255.0526144 Edm = 2.54682 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297252.8594858 Edm = 0.771138 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297251.8788569 Edm = 0.0918014 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297251.7568476 Edm = 0.0141405 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297251.7095096 Edm = 0.0200913 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297251.635094 Edm = 0.0333334 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297251.1051647 Edm = 0.580171 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297246.023638 Edm = 3.79413 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297227.6766417 Edm = 20.9435 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297211.6889752 Edm = 5.32353 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297206.5266908 Edm = 0.791416 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297205.8952519 Edm = 0.979133 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297205.1245181 Edm = 0.24459 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297204.7200442 Edm = 0.0212103 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297204.686903 Edm = 0.00741911 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297204.6619907 Edm = 0.018224 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297204.5395648 Edm = 0.107239 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297192.8413981 Edm = 13.2784 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297191.8752301 Edm = 1.0875 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297188.6510395 Edm = 3.05196 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297177.4244976 Edm = 7.23132 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297162.8625862 Edm = 8.84266 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297150.6681757 Edm = 1.49132 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297149.7065443 Edm = 0.910921 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297149.2082823 Edm = 0.144982 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297148.9281327 Edm = 0.053961 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297148.8577198 Edm = 0.00949892 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297148.8334469 Edm = 0.0088418 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297148.7161447 Edm = 0.130412 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297147.519804 Edm = 1.04905 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297124.6863517 Edm = 9.6593 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297117.7636541 Edm = 0.906659 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297116.6818063 Edm = 0.134602 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297116.5464157 Edm = 0.00715744 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297116.5383833 Edm = 0.00491842 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297116.5069289 Edm = 0.0265 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297116.1194651 Edm = 0.293732 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297110.3232662 Edm = 7.4975 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297100.142554 Edm = 12.888 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297099.8116564 Edm = 0.43554 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297090.0701448 Edm = 20.2149 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297082.8975493 Edm = 11.0825 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297077.9878451 Edm = 8.55373 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297067.6792911 Edm = 13.2945 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297061.1215647 Edm = 2.53594 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297056.7260177 Edm = 1.55244 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297053.4371473 Edm = 1.97174 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297049.9829589 Edm = 1.75741 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297048.2891119 Edm = 0.741544 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297046.8531503 Edm = 0.265396 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297046.542681 Edm = 0.0404975 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297046.5020672 Edm = 0.00783302 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297046.4883491 Edm = 0.00475154 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297046.477176 Edm = 0.00729754 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297046.3502499 Edm = 0.116843 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297041.0047492 Edm = 3.45505 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297034.6065676 Edm = 1.19349 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297033.4330469 Edm = 0.075546 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297033.3646254 Edm = 0.0086521 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297033.351488 Edm = 0.000693809 NCalls = 314 -VariableMetric: Iteration # 102 - FCN = 297033.3505324 Edm = 0.000180054 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297033.3488319 Edm = 0.000906574 NCalls = 319 -VariableMetric: Iteration # 104 - FCN = 297033.3118634 Edm = 0.0305357 NCalls = 323 -VariableMetric: Iteration # 105 - FCN = 297032.0467996 Edm = 0.571576 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297031.2912506 Edm = 0.122698 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297031.100713 Edm = 0.0289803 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297031.0652999 Edm = 0.00245319 NCalls = 333 -VariableMetric: Iteration # 109 - FCN = 297031.0634438 Edm = 0.000137938 NCalls = 335 -VariableMetric: Iteration # 110 - FCN = 297031.0631741 Edm = 9.47788e-05 NCalls = 337 -VariableMetric: Iteration # 111 - FCN = 297031.0619678 Edm = 0.00105957 NCalls = 340 -VariableMetric: Iteration # 112 - FCN = 297031.0047259 Edm = 0.0485203 NCalls = 345 -VariableMetric: Iteration # 113 - FCN = 297029.8134938 Edm = 0.257753 NCalls = 349 -VariableMetric: Iteration # 114 - FCN = 297029.4829538 Edm = 0.00988528 NCalls = 351 -VariableMetric: Iteration # 115 - FCN = 297029.4728447 Edm = 0.000218636 NCalls = 352 -VariableMetric: Iteration # 116 - FCN = 297029.4725823 Edm = 3.5502e-05 NCalls = 354 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328027.4574102 Edm = 23.0015 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328027.4574102 Edm = 23.0015 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301612.9607114 Edm = 220.494 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301559.5983083 Edm = 312.82 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300391.2830942 Edm = 624.021 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299331.2301105 Edm = 197.826 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299090.0327774 Edm = 21.4038 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299039.8795055 Edm = 3.54928 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299034.8742236 Edm = 1.17181 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299013.8095448 Edm = 14.9483 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298568.929059 Edm = 125.331 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298300.9542942 Edm = 6.82257 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298296.1885952 Edm = 0.980087 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298295.2629213 Edm = 0.207822 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298292.5949499 Edm = 2.73695 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 298166.8076321 Edm = 21.7398 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298153.9135698 Edm = 0.652936 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298152.833078 Edm = 0.247282 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298151.7241829 Edm = 0.483209 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 298097.2364152 Edm = 53.9516 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297951.9796339 Edm = 172.114 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297748.1042324 Edm = 15.7976 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297737.4938667 Edm = 1.41901 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297735.6640368 Edm = 0.107428 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297735.2403859 Edm = 0.342206 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297719.0763296 Edm = 8.87217 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297718.7966581 Edm = 0.722697 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297718.3382779 Edm = 0.247408 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297715.152249 Edm = 3.35098 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297699.1852664 Edm = 13.731 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297699.0420499 Edm = 0.860437 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297688.9222271 Edm = 7.82228 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297624.2840287 Edm = 10.9133 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297622.6822658 Edm = 8.01535 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297607.7828208 Edm = 2.43626 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297601.7548679 Edm = 1.13595 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297599.4567463 Edm = 1.4571 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297595.9533832 Edm = 3.35861 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297588.294801 Edm = 19.6 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297585.367533 Edm = 2.24082 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297583.457522 Edm = 2.74378 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297579.8194693 Edm = 1.02322 NCalls = 157 -VariableMetric: Iteration # 41 - FCN = 297575.452003 Edm = 5.65821 NCalls = 168 -VariableMetric: Iteration # 42 - FCN = 297570.9988707 Edm = 23.0469 NCalls = 171 -VariableMetric: Iteration # 43 - FCN = 297568.1905575 Edm = 1.29513 NCalls = 173 -VariableMetric: Iteration # 44 - FCN = 297555.8467411 Edm = 3.2844 NCalls = 180 -VariableMetric: Iteration # 45 - FCN = 297554.7419142 Edm = 4.4481 NCalls = 182 -VariableMetric: Iteration # 46 - FCN = 297551.6088849 Edm = 2.9383 NCalls = 185 -VariableMetric: Iteration # 47 - FCN = 297548.2834505 Edm = 1.72603 NCalls = 187 -VariableMetric: Iteration # 48 - FCN = 297544.2666913 Edm = 2.10864 NCalls = 190 -VariableMetric: Iteration # 49 - FCN = 297542.6817389 Edm = 0.114744 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297542.5035361 Edm = 0.0904571 NCalls = 194 -VariableMetric: Iteration # 51 - FCN = 297528.8291134 Edm = 7.30062 NCalls = 200 -VariableMetric: Iteration # 52 - FCN = 297508.696106 Edm = 0.895307 NCalls = 203 -VariableMetric: Iteration # 53 - FCN = 297504.8051142 Edm = 2.33743 NCalls = 205 -VariableMetric: Iteration # 54 - FCN = 297495.4022372 Edm = 1.30649 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297481.5535714 Edm = 11.2991 NCalls = 215 -VariableMetric: Iteration # 56 - FCN = 297477.8069117 Edm = 7.2597 NCalls = 221 -VariableMetric: Iteration # 57 - FCN = 297474.307834 Edm = 4.42522 NCalls = 225 -VariableMetric: Iteration # 58 - FCN = 297465.5490581 Edm = 1.09142 NCalls = 230 -VariableMetric: Iteration # 59 - FCN = 297463.9657764 Edm = 0.602033 NCalls = 232 -VariableMetric: Iteration # 60 - FCN = 297463.5575267 Edm = 0.384877 NCalls = 233 -VariableMetric: Iteration # 61 - FCN = 297462.913047 Edm = 0.12302 NCalls = 235 -VariableMetric: Iteration # 62 - FCN = 297462.7387051 Edm = 0.0180941 NCalls = 237 -VariableMetric: Iteration # 63 - FCN = 297462.716115 Edm = 0.00566834 NCalls = 239 -VariableMetric: Iteration # 64 - FCN = 297462.6748508 Edm = 0.0344197 NCalls = 242 -VariableMetric: Iteration # 65 - FCN = 297455.0244516 Edm = 4.51023 NCalls = 248 -VariableMetric: Iteration # 66 - FCN = 297429.8200478 Edm = 4.02781 NCalls = 250 -VariableMetric: Iteration # 67 - FCN = 297422.7822954 Edm = 1.16093 NCalls = 255 -VariableMetric: Iteration # 68 - FCN = 297422.1138953 Edm = 0.6153 NCalls = 257 -VariableMetric: Iteration # 69 - FCN = 297421.5353732 Edm = 0.101299 NCalls = 259 -VariableMetric: Iteration # 70 - FCN = 297421.2909272 Edm = 0.0200143 NCalls = 261 -VariableMetric: Iteration # 71 - FCN = 297421.2666993 Edm = 0.00184772 NCalls = 263 -VariableMetric: Iteration # 72 - FCN = 297421.2609645 Edm = 0.00302863 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297421.201435 Edm = 0.0521259 NCalls = 269 -VariableMetric: Iteration # 74 - FCN = 297416.9175475 Edm = 3.27621 NCalls = 275 -VariableMetric: Iteration # 75 - FCN = 297411.8296399 Edm = 1.12247 NCalls = 278 -VariableMetric: Iteration # 76 - FCN = 297410.7298991 Edm = 0.115089 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297410.6381003 Edm = 0.0145515 NCalls = 282 -VariableMetric: Iteration # 78 - FCN = 297410.6181643 Edm = 0.00228556 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297410.6121408 Edm = 0.00162011 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297410.605102 Edm = 0.00504729 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297410.2676835 Edm = 0.440829 NCalls = 294 -VariableMetric: Iteration # 82 - FCN = 297409.5615019 Edm = 0.625844 NCalls = 301 -VariableMetric: Iteration # 83 - FCN = 297403.3355042 Edm = 1.5615 NCalls = 304 -VariableMetric: Iteration # 84 - FCN = 297401.3274539 Edm = 0.525056 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297401.0483786 Edm = 0.0738651 NCalls = 308 -VariableMetric: Iteration # 86 - FCN = 297400.9777557 Edm = 0.00220842 NCalls = 310 -VariableMetric: Iteration # 87 - FCN = 297400.9755204 Edm = 0.000489173 NCalls = 311 -VariableMetric: Iteration # 88 - FCN = 297400.9751738 Edm = 0.000187819 NCalls = 313 -VariableMetric: Iteration # 89 - FCN = 297400.9701938 Edm = 0.00470756 NCalls = 317 -VariableMetric: Iteration # 90 - FCN = 297399.9230284 Edm = 0.805653 NCalls = 323 -VariableMetric: Iteration # 91 - FCN = 297396.489824 Edm = 0.0735445 NCalls = 326 -VariableMetric: Iteration # 92 - FCN = 297396.4185985 Edm = 0.00417835 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297396.414655 Edm = 0.000227371 NCalls = 329 -VariableMetric: Iteration # 94 - FCN = 297396.4138728 Edm = 0.00049199 NCalls = 331 -VariableMetric: Iteration # 95 - FCN = 297396.3992578 Edm = 0.0123242 NCalls = 335 -VariableMetric: Iteration # 96 - FCN = 297396.2771289 Edm = 0.113475 NCalls = 338 -VariableMetric: Iteration # 97 - FCN = 297394.9662914 Edm = 0.557047 NCalls = 344 -VariableMetric: Iteration # 98 - FCN = 297394.1836797 Edm = 0.0093172 NCalls = 346 -VariableMetric: Iteration # 99 - FCN = 297394.1755586 Edm = 0.00134331 NCalls = 348 -VariableMetric: Iteration # 100 - FCN = 297394.174371 Edm = 0.000225603 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297394.1740334 Edm = 0.000201116 NCalls = 351 -VariableMetric: Iteration # 102 - FCN = 297394.17351 Edm = 0.000311189 NCalls = 354 -VariableMetric: Iteration # 103 - FCN = 297394.1678113 Edm = 0.00460053 NCalls = 358 -VariableMetric: Iteration # 104 - FCN = 297393.9367458 Edm = 0.183341 NCalls = 363 -VariableMetric: Iteration # 105 - FCN = 297392.3556421 Edm = 0.56648 NCalls = 367 -VariableMetric: Iteration # 106 - FCN = 297391.698338 Edm = 0.264764 NCalls = 369 -VariableMetric: Iteration # 107 - FCN = 297391.435749 Edm = 0.150017 NCalls = 372 -VariableMetric: Iteration # 108 - FCN = 297391.2327754 Edm = 0.055959 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297391.1607604 Edm = 0.0248864 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297391.1421351 Edm = 0.00403158 NCalls = 378 -VariableMetric: Iteration # 111 - FCN = 297391.1369111 Edm = 0.000561846 NCalls = 380 -VariableMetric: Iteration # 112 - FCN = 297391.1362966 Edm = 0.000132603 NCalls = 382 -VariableMetric: Iteration # 113 - FCN = 297391.1349889 Edm = 0.00112822 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297390.9173441 Edm = 0.244539 NCalls = 392 -VariableMetric: Iteration # 115 - FCN = 297390.9147277 Edm = 0.00397924 NCalls = 394 -VariableMetric: Iteration # 116 - FCN = 297390.9007147 Edm = 0.0174025 NCalls = 397 -VariableMetric: Iteration # 117 - FCN = 297390.5194935 Edm = 0.427429 NCalls = 403 -VariableMetric: Iteration # 118 - FCN = 297390.5126686 Edm = 0.00529145 NCalls = 405 -VariableMetric: Iteration # 119 - FCN = 297390.2514914 Edm = 0.289865 NCalls = 413 -VariableMetric: Iteration # 120 - FCN = 297390.1882561 Edm = 0.247673 NCalls = 418 -VariableMetric: Iteration # 121 - FCN = 297390.176503 Edm = 0.00774007 NCalls = 421 -VariableMetric: Iteration # 122 - FCN = 297388.5872609 Edm = 1.4613 NCalls = 430 -VariableMetric: Iteration # 123 - FCN = 297388.5818906 Edm = 0.0208618 NCalls = 432 -VariableMetric: Iteration # 124 - FCN = 297388.2379014 Edm = 0.275026 NCalls = 436 -VariableMetric: Iteration # 125 - FCN = 297384.7982058 Edm = 2.15879 NCalls = 440 -VariableMetric: Iteration # 126 - FCN = 297381.2786699 Edm = 1.21236 NCalls = 442 -VariableMetric: Iteration # 127 - FCN = 297380.4803598 Edm = 0.957203 NCalls = 444 -VariableMetric: Iteration # 128 - FCN = 297380.2601364 Edm = 0.211873 NCalls = 446 -VariableMetric: Iteration # 129 - FCN = 297380.1437482 Edm = 0.0166202 NCalls = 448 -VariableMetric: Iteration # 130 - FCN = 297380.1270415 Edm = 0.00130145 NCalls = 450 -VariableMetric: Iteration # 131 - FCN = 297380.1255852 Edm = 0.000365798 NCalls = 452 -VariableMetric: Iteration # 132 - FCN = 297380.1239627 Edm = 0.001106 NCalls = 455 -VariableMetric: Iteration # 133 - FCN = 297380.1020018 Edm = 0.00613988 NCalls = 459 -VariableMetric: Iteration # 134 - FCN = 297380.092366 Edm = 0.000394396 NCalls = 461 -VariableMetric: Iteration # 135 - FCN = 297380.0909596 Edm = 0.000963552 NCalls = 463 -VariableMetric: Iteration # 136 - FCN = 297380.0545371 Edm = 0.0324156 NCalls = 467 -VariableMetric: Iteration # 137 - FCN = 297377.5522225 Edm = 1.47069 NCalls = 473 -VariableMetric: Iteration # 138 - FCN = 297375.0611893 Edm = 0.356587 NCalls = 475 -VariableMetric: Iteration # 139 - FCN = 297374.750913 Edm = 0.0370788 NCalls = 477 -VariableMetric: Iteration # 140 - FCN = 297374.7195192 Edm = 0.00882261 NCalls = 479 -VariableMetric: Iteration # 141 - FCN = 297374.7123036 Edm = 0.00149929 NCalls = 480 -VariableMetric: Iteration # 142 - FCN = 297374.7104973 Edm = 0.000140864 NCalls = 482 -VariableMetric: Iteration # 143 - FCN = 297374.7102905 Edm = 7.83108e-05 NCalls = 484 -VariableMetric: After Hessian - FCN = 297374.7102905 Edm = 16110.8 NCalls = 955 -VariableMetric: Iteration # 144 - FCN = 297374.7102905 Edm = 16110.8 NCalls = 955 -VariableMetric: Iteration # 145 - FCN = 297372.9063695 Edm = 43731.9 NCalls = 966 -VariableMetric: Iteration # 146 - FCN = 297370.6775509 Edm = 2.29609 NCalls = 970 -VariableMetric: Iteration # 147 - FCN = 297367.2960235 Edm = 0.110181 NCalls = 972 -VariableMetric: Iteration # 148 - FCN = 297366.9562669 Edm = 0.117036 NCalls = 974 -VariableMetric: Iteration # 149 - FCN = 297366.4277752 Edm = 0.101417 NCalls = 976 -VariableMetric: Iteration # 150 - FCN = 297365.6654274 Edm = 0.195608 NCalls = 979 -VariableMetric: Iteration # 151 - FCN = 297365.3620726 Edm = 0.0505181 NCalls = 981 -VariableMetric: Iteration # 152 - FCN = 297364.7576486 Edm = 0.0864438 NCalls = 985 -VariableMetric: Iteration # 153 - FCN = 297364.3517653 Edm = 0.310226 NCalls = 987 -VariableMetric: Iteration # 154 - FCN = 297360.9253456 Edm = 1.59286 NCalls = 994 -VariableMetric: Iteration # 155 - FCN = 297359.1422047 Edm = 3.47218 NCalls = 997 -VariableMetric: Iteration # 156 - FCN = 297357.7385539 Edm = 0.642487 NCalls = 999 -VariableMetric: Iteration # 157 - FCN = 297355.8934078 Edm = 5.59838 NCalls = 1002 -VariableMetric: Iteration # 158 - FCN = 297353.3008331 Edm = 0.704982 NCalls = 1006 -VariableMetric: Iteration # 159 - FCN = 297352.1009652 Edm = 0.186603 NCalls = 1008 -VariableMetric: Iteration # 160 - FCN = 297351.6476319 Edm = 0.273541 NCalls = 1010 -VariableMetric: Iteration # 161 - FCN = 297351.2021138 Edm = 0.0963369 NCalls = 1012 -VariableMetric: Iteration # 162 - FCN = 297351.0485654 Edm = 0.034952 NCalls = 1014 -VariableMetric: Iteration # 163 - FCN = 297350.7974582 Edm = 0.0778354 NCalls = 1017 -VariableMetric: Iteration # 164 - FCN = 297350.6772843 Edm = 0.0319185 NCalls = 1019 -VariableMetric: Iteration # 165 - FCN = 297350.5160818 Edm = 0.0783312 NCalls = 1021 -VariableMetric: Iteration # 166 - FCN = 297350.353969 Edm = 0.0280247 NCalls = 1023 -VariableMetric: Iteration # 167 - FCN = 297350.2209233 Edm = 0.0897287 NCalls = 1025 -VariableMetric: Iteration # 168 - FCN = 297349.9710393 Edm = 0.0701442 NCalls = 1028 -VariableMetric: Iteration # 169 - FCN = 297349.8886112 Edm = 0.0167566 NCalls = 1030 -VariableMetric: Iteration # 170 - FCN = 297349.8292308 Edm = 0.0513142 NCalls = 1032 -VariableMetric: Iteration # 171 - FCN = 297349.7520752 Edm = 0.0349329 NCalls = 1035 -VariableMetric: Iteration # 172 - FCN = 297349.7050274 Edm = 0.0146143 NCalls = 1038 -VariableMetric: Iteration # 173 - FCN = 297349.6582144 Edm = 0.0181032 NCalls = 1040 -VariableMetric: Iteration # 174 - FCN = 297349.6236125 Edm = 0.00120134 NCalls = 1042 -VariableMetric: Iteration # 175 - FCN = 297349.6212335 Edm = 0.00158441 NCalls = 1044 -VariableMetric: Iteration # 176 - FCN = 297349.6079956 Edm = 0.00410164 NCalls = 1048 -VariableMetric: Iteration # 177 - FCN = 297349.5978141 Edm = 0.00395209 NCalls = 1050 -VariableMetric: Iteration # 178 - FCN = 297349.5715395 Edm = 0.00477726 NCalls = 1053 -VariableMetric: Iteration # 179 - FCN = 297349.56418 Edm = 0.0016623 NCalls = 1055 -VariableMetric: Iteration # 180 - FCN = 297349.5260128 Edm = 0.00825061 NCalls = 1059 -VariableMetric: Iteration # 181 - FCN = 297349.5131937 Edm = 0.0016719 NCalls = 1061 -VariableMetric: Iteration # 182 - FCN = 297349.4907968 Edm = 0.0150049 NCalls = 1064 -VariableMetric: Iteration # 183 - FCN = 297349.4171398 Edm = 0.00909699 NCalls = 1067 -VariableMetric: Iteration # 184 - FCN = 297349.4074533 Edm = 0.00152355 NCalls = 1069 -VariableMetric: Iteration # 185 - FCN = 297349.4036682 Edm = 0.00223594 NCalls = 1071 -VariableMetric: Iteration # 186 - FCN = 297349.3836849 Edm = 0.00847312 NCalls = 1074 -VariableMetric: Iteration # 187 - FCN = 297349.3643367 Edm = 0.000859264 NCalls = 1076 -VariableMetric: Iteration # 188 - FCN = 297349.3631262 Edm = 0.00037745 NCalls = 1078 -VariableMetric: Iteration # 189 - FCN = 297349.3578124 Edm = 0.00225706 NCalls = 1082 -VariableMetric: Iteration # 190 - FCN = 297349.3537801 Edm = 0.000294974 NCalls = 1084 -VariableMetric: Iteration # 191 - FCN = 297349.3533713 Edm = 6.51185e-05 NCalls = 1086 -VariableMetric: After Hessian - FCN = 297349.3533713 Edm = 0.00510095 NCalls = 1563 -VariableMetric: Iteration # 192 - FCN = 297349.3533713 Edm = 0.00510095 NCalls = 1563 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335117.5870384 Edm = 20992.8 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335117.5870384 Edm = 20992.8 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302839.4270323 Edm = 15.0114 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 302794.9295831 Edm = 3.4786 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 301875.4158936 Edm = 236.312 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 301094.4663558 Edm = 455.718 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300641.7111514 Edm = 66.2788 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 300582.9273742 Edm = 1.78142 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 300581.7527443 Edm = 0.766647 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 298888.124464 Edm = 330.976 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 298888.124464 Edm = 330.976 NCalls = 42 -VariableMetric: After Hessian - FCN = 298888.124464 Edm = 328818 NCalls = 511 -VariableMetric: Iteration # 10 - FCN = 298888.124464 Edm = 328818 NCalls = 511 -VariableMetric: Iteration # 11 - FCN = 298876.4245113 Edm = 2.19526e+06 NCalls = 521 -VariableMetric: Iteration # 12 - FCN = 298876.4245113 Edm = 2.19526e+06 NCalls = 532 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308187.9558057 Edm = 13.0266 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308187.9558057 Edm = 13.0266 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306340.5697418 Edm = 10.822 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 306318.9506714 Edm = 20.4813 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 303661.6415483 Edm = 2433.88 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298255.6440265 Edm = 51.5775 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298076.672539 Edm = 177.13 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297933.2594891 Edm = 37.6914 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297884.976596 Edm = 0.404618 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297870.3030921 Edm = 17.7193 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297854.6809603 Edm = 10.0396 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297649.9534984 Edm = 58.3978 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297570.2591646 Edm = 8.17427 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297561.0934229 Edm = 0.602373 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297560.5020808 Edm = 0.0733702 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297560.0076534 Edm = 0.417445 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297396.2769208 Edm = 4.55252 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297392.8588827 Edm = 0.072557 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297392.7574816 Edm = 0.0302633 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297389.9819885 Edm = 2.18453 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297303.3383887 Edm = 21.6558 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297266.6736848 Edm = 11.6499 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297251.5539166 Edm = 0.760877 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297250.8035682 Edm = 0.0786691 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297250.7269371 Edm = 0.00339305 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297250.7189241 Edm = 0.00378354 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297250.0349403 Edm = 0.590226 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297232.1182989 Edm = 1.84778 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297230.2175624 Edm = 0.0486113 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297230.17222 Edm = 0.00412265 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297230.1580398 Edm = 0.00899267 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297229.2338348 Edm = 0.817629 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297211.2037628 Edm = 4.28722 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297206.2502524 Edm = 0.208793 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297206.0193357 Edm = 0.025281 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297205.9923452 Edm = 0.00238169 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297205.9880291 Edm = 0.00216949 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297205.5642491 Edm = 0.395618 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297199.0426054 Edm = 0.120829 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297198.9220345 Edm = 0.0020291 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297198.9194644 Edm = 0.000343286 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297198.9119963 Edm = 0.0075022 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297198.3894646 Edm = 0.119634 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297196.06212 Edm = 0.579764 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297194.7568518 Edm = 0.0215553 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297194.7328448 Edm = 0.000242301 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297194.7324747 Edm = 0.000126326 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297194.719176 Edm = 0.0135071 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297194.4848996 Edm = 0.0140812 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297191.8914203 Edm = 0.665914 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297190.0725225 Edm = 0.898702 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297189.6798997 Edm = 0.183769 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297189.0908947 Edm = 0.149209 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297188.7426697 Edm = 0.438346 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297188.4740923 Edm = 0.252459 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297188.1789235 Edm = 0.151317 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297187.9495615 Edm = 0.0465656 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297187.8887272 Edm = 0.0672433 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297187.8518402 Edm = 0.00473183 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297187.8458449 Edm = 0.000257523 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297187.8453027 Edm = 0.000226056 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297187.8412788 Edm = 0.00481243 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297187.7937604 Edm = 0.041063 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297173.2568255 Edm = 4.16724 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297171.7626838 Edm = 4.10225 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297170.9502766 Edm = 0.457054 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297170.6846627 Edm = 0.180651 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297170.5890846 Edm = 0.0172093 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297170.5451495 Edm = 0.00884835 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297170.5076295 Edm = 0.0250246 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297170.4508151 Edm = 0.0554383 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297170.3953175 Edm = 0.0904362 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297170.357647 Edm = 0.0129374 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297170.3294672 Edm = 0.00383358 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297170.3229929 Edm = 0.000352957 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297170.3224748 Edm = 0.00016032 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297170.3218929 Edm = 0.000549528 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297170.3084998 Edm = 0.0119695 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297169.3016386 Edm = 0.854932 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297168.1628821 Edm = 0.732411 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297167.3139664 Edm = 0.100665 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297167.2320612 Edm = 0.0284346 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297167.193244 Edm = 0.0216214 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297167.1511758 Edm = 0.0226238 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297167.099892 Edm = 0.0244486 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297167.0705543 Edm = 0.0805516 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297167.0036458 Edm = 0.0244922 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297166.9689281 Edm = 0.0568529 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297166.9347852 Edm = 0.0131602 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297166.9162926 Edm = 0.013213 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297166.9106061 Edm = 0.00203306 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297166.9078592 Edm = 0.00013552 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297166.907669 Edm = 3.90512e-05 NCalls = 302 -VariableMetric: After Hessian - FCN = 297166.907669 Edm = 33150 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297166.907669 Edm = 33150 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297162.9412158 Edm = 73642.1 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297160.2495755 Edm = 8.10661 NCalls = 790 -VariableMetric: Iteration # 95 - FCN = 297159.3452647 Edm = 0.336836 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297158.6033312 Edm = 0.24554 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297155.2029833 Edm = 3.59535 NCalls = 800 -VariableMetric: Iteration # 98 - FCN = 297150.3862849 Edm = 8.05317 NCalls = 805 -VariableMetric: Iteration # 99 - FCN = 297147.9019098 Edm = 6.37275 NCalls = 809 -VariableMetric: Iteration # 100 - FCN = 297142.8339618 Edm = 9.60874 NCalls = 814 -VariableMetric: Iteration # 101 - FCN = 297139.1198467 Edm = 1.66966 NCalls = 818 -VariableMetric: Iteration # 102 - FCN = 297133.7676941 Edm = 1.29073 NCalls = 821 -VariableMetric: Iteration # 103 - FCN = 297132.5676427 Edm = 0.40698 NCalls = 822 -VariableMetric: Iteration # 104 - FCN = 297132.1574062 Edm = 0.16101 NCalls = 824 -VariableMetric: Iteration # 105 - FCN = 297131.7484545 Edm = 0.0975389 NCalls = 826 -VariableMetric: Iteration # 106 - FCN = 297131.4874318 Edm = 0.248418 NCalls = 828 -VariableMetric: Iteration # 107 - FCN = 297131.1236613 Edm = 0.098997 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297130.837324 Edm = 0.132721 NCalls = 833 -VariableMetric: Iteration # 109 - FCN = 297130.6562189 Edm = 0.104665 NCalls = 835 -VariableMetric: Iteration # 110 - FCN = 297130.5279737 Edm = 0.149472 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297130.2115906 Edm = 0.0944895 NCalls = 842 -VariableMetric: Iteration # 112 - FCN = 297130.05129 Edm = 0.0538692 NCalls = 844 -VariableMetric: Iteration # 113 - FCN = 297130.0102637 Edm = 0.0311313 NCalls = 846 -VariableMetric: Iteration # 114 - FCN = 297129.9654032 Edm = 0.021536 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297129.9151426 Edm = 0.0345329 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297129.8354439 Edm = 0.059432 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297129.7251659 Edm = 0.0255248 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297129.6455885 Edm = 0.0384378 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297129.5290595 Edm = 0.0652629 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297129.2657543 Edm = 0.140003 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297129.1435744 Edm = 0.176548 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297128.9584447 Edm = 0.124115 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297128.7753562 Edm = 0.0653787 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297128.6730145 Edm = 0.029379 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297128.6382263 Edm = 0.0295391 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297128.6177881 Edm = 0.0315605 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297128.5565861 Edm = 0.0494412 NCalls = 881 -VariableMetric: Iteration # 128 - FCN = 297128.3043175 Edm = 0.213687 NCalls = 886 -VariableMetric: Iteration # 129 - FCN = 297128.2092574 Edm = 0.247908 NCalls = 888 -VariableMetric: Iteration # 130 - FCN = 297128.0088176 Edm = 0.106335 NCalls = 891 -VariableMetric: Iteration # 131 - FCN = 297127.8136531 Edm = 0.13905 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297127.7415318 Edm = 0.196737 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297127.3548534 Edm = 0.212139 NCalls = 903 -VariableMetric: Iteration # 134 - FCN = 297127.0068763 Edm = 0.536177 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297126.8932005 Edm = 0.27068 NCalls = 908 -VariableMetric: Iteration # 136 - FCN = 297126.5890642 Edm = 0.20753 NCalls = 911 -VariableMetric: Iteration # 137 - FCN = 297126.3466222 Edm = 0.2511 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297126.1450017 Edm = 0.206915 NCalls = 916 -VariableMetric: Iteration # 139 - FCN = 297126.0499778 Edm = 0.163571 NCalls = 919 -VariableMetric: Iteration # 140 - FCN = 297125.6845998 Edm = 0.167252 NCalls = 922 -VariableMetric: Iteration # 141 - FCN = 297125.445724 Edm = 0.169514 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297125.2332642 Edm = 0.0965338 NCalls = 926 -VariableMetric: Iteration # 143 - FCN = 297125.0281537 Edm = 0.162981 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297124.872875 Edm = 0.0752441 NCalls = 931 -VariableMetric: Iteration # 145 - FCN = 297124.7682205 Edm = 0.0541344 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 297124.6225529 Edm = 0.0658305 NCalls = 935 -VariableMetric: Iteration # 147 - FCN = 297124.4747179 Edm = 0.102153 NCalls = 937 -VariableMetric: Iteration # 148 - FCN = 297124.3980993 Edm = 0.0717036 NCalls = 940 -VariableMetric: Iteration # 149 - FCN = 297124.3211313 Edm = 0.0406014 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297124.2399261 Edm = 0.0335213 NCalls = 945 -VariableMetric: Iteration # 151 - FCN = 297124.1491765 Edm = 0.031218 NCalls = 947 -VariableMetric: Iteration # 152 - FCN = 297124.0934365 Edm = 0.038023 NCalls = 950 -VariableMetric: Iteration # 153 - FCN = 297124.0297787 Edm = 0.0352821 NCalls = 952 -VariableMetric: Iteration # 154 - FCN = 297123.9353112 Edm = 0.0405713 NCalls = 955 -VariableMetric: Iteration # 155 - FCN = 297123.8802499 Edm = 0.0624745 NCalls = 958 -VariableMetric: Iteration # 156 - FCN = 297123.8322853 Edm = 0.0276017 NCalls = 960 -VariableMetric: Iteration # 157 - FCN = 297123.7737848 Edm = 0.0378266 NCalls = 962 -VariableMetric: Iteration # 158 - FCN = 297123.7165308 Edm = 0.0551951 NCalls = 965 -VariableMetric: Iteration # 159 - FCN = 297123.6674738 Edm = 0.0560095 NCalls = 967 -VariableMetric: Iteration # 160 - FCN = 297123.6189504 Edm = 0.0333819 NCalls = 971 -VariableMetric: Iteration # 161 - FCN = 297123.5706441 Edm = 0.0592333 NCalls = 975 -VariableMetric: Iteration # 162 - FCN = 297123.5052409 Edm = 0.0265738 NCalls = 979 -VariableMetric: Iteration # 163 - FCN = 297123.4684322 Edm = 0.0163626 NCalls = 982 -VariableMetric: Iteration # 164 - FCN = 297123.4449205 Edm = 0.014895 NCalls = 984 -VariableMetric: Iteration # 165 - FCN = 297123.4121907 Edm = 0.0128323 NCalls = 987 -VariableMetric: Iteration # 166 - FCN = 297123.3772565 Edm = 0.0119764 NCalls = 989 -VariableMetric: Iteration # 167 - FCN = 297123.355988 Edm = 0.0107339 NCalls = 991 -VariableMetric: Iteration # 168 - FCN = 297123.3433519 Edm = 0.00616866 NCalls = 993 -VariableMetric: Iteration # 169 - FCN = 297123.3301261 Edm = 0.0071825 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297123.315507 Edm = 0.00721038 NCalls = 997 -VariableMetric: Iteration # 171 - FCN = 297123.3036703 Edm = 0.00591033 NCalls = 999 -VariableMetric: Iteration # 172 - FCN = 297123.2955328 Edm = 0.00415751 NCalls = 1001 -VariableMetric: Iteration # 173 - FCN = 297123.2892966 Edm = 0.00254258 NCalls = 1004 -VariableMetric: Iteration # 174 - FCN = 297123.2859705 Edm = 0.000411487 NCalls = 1006 -VariableMetric: Iteration # 175 - FCN = 297123.2852075 Edm = 0.000290427 NCalls = 1008 -VariableMetric: Iteration # 176 - FCN = 297123.28448 Edm = 0.000427235 NCalls = 1010 -VariableMetric: Iteration # 177 - FCN = 297123.2833079 Edm = 0.0001958 NCalls = 1012 -VariableMetric: Iteration # 178 - FCN = 297123.2830312 Edm = 3.93037e-05 NCalls = 1014 -VariableMetric: After Hessian - FCN = 297123.2830312 Edm = 0.108099 NCalls = 1501 -VariableMetric: Iteration # 179 - FCN = 297123.2830312 Edm = 0.108099 NCalls = 1501 -VariableMetric: Iteration # 180 - FCN = 297123.2822582 Edm = 0.0279996 NCalls = 1504 -VariableMetric: Iteration # 181 - FCN = 297123.2813607 Edm = 0.000328026 NCalls = 1506 -VariableMetric: Iteration # 182 - FCN = 297123.2806233 Edm = 0.000239871 NCalls = 1508 -VariableMetric: Iteration # 183 - FCN = 297123.2802 Edm = 2.68582e-05 NCalls = 1510 -VariableMetric: Iteration # 184 - FCN = 297123.2801587 Edm = 5.02557e-06 NCalls = 1512 -VariableMetric: After Hessian - FCN = 297123.2801587 Edm = 1.05997e-05 NCalls = 2011 -VariableMetric: Iteration # 185 - FCN = 297123.2801587 Edm = 1.05997e-05 NCalls = 2011 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308169.13889 Edm = 30.4315 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308169.13889 Edm = 30.4315 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299008.5468423 Edm = 1.53977 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298998.5452613 Edm = 3.18704 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298242.7720591 Edm = 48.3214 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298198.9180462 Edm = 1.79394 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298065.1194742 Edm = 107.188 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297877.4448599 Edm = 26.5801 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297863.5025168 Edm = 0.292767 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297863.1179063 Edm = 0.126602 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297851.4771132 Edm = 11.0468 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297660.5497953 Edm = 3.13167 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297656.1802014 Edm = 0.607947 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297654.8612206 Edm = 0.117711 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297654.7000965 Edm = 0.0138019 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297654.3592995 Edm = 0.298905 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297573.572995 Edm = 28.1038 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297543.439812 Edm = 9.93278 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297538.6009361 Edm = 0.279092 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297538.1177237 Edm = 0.0937293 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297537.9827574 Edm = 0.0209074 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297537.8341328 Edm = 0.128701 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297515.3522261 Edm = 6.27836 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297499.3859071 Edm = 13.6877 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297487.6521729 Edm = 4.27293 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297481.4854862 Edm = 0.566444 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297480.7164806 Edm = 0.0476654 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297480.6340003 Edm = 0.0102356 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297480.6181808 Edm = 0.00596514 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297480.4872614 Edm = 0.10312 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297473.5229955 Edm = 5.40721 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297455.1161371 Edm = 16.3134 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297436.3069239 Edm = 4.33491 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297432.4198071 Edm = 0.407193 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297431.9023016 Edm = 0.0359459 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297431.8617611 Edm = 0.00537589 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297431.8542145 Edm = 0.00383237 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297431.4662532 Edm = 0.350637 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297393.9271321 Edm = 14.8273 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297383.6800834 Edm = 1.43941 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297381.9139854 Edm = 0.147927 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297381.6812528 Edm = 0.0163789 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297381.6552198 Edm = 0.00376417 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297381.6431827 Edm = 0.00906514 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297380.66455 Edm = 0.877973 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297373.4803984 Edm = 1.80267 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297370.9717908 Edm = 0.778767 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297370.3389904 Edm = 0.0386513 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297370.297993 Edm = 0.00438864 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297370.2920314 Edm = 0.00161226 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297370.2880796 Edm = 0.00174309 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297370.277936 Edm = 0.00752887 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297370.0703659 Edm = 0.148351 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297366.0186922 Edm = 2.1743 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297359.8437978 Edm = 2.56939 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297357.3868673 Edm = 0.653533 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297356.666661 Edm = 0.505324 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297356.0870947 Edm = 0.313685 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297355.7129598 Edm = 0.0266298 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297355.6943055 Edm = 0.00579487 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297355.6907062 Edm = 0.00299866 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297355.6831184 Edm = 0.00738605 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297355.632525 Edm = 0.064618 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297355.496283 Edm = 0.12954 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297346.1136423 Edm = 8.09953 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297345.8908473 Edm = 0.22016 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297345.3384711 Edm = 0.477658 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297341.9874177 Edm = 2.62207 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297334.0342468 Edm = 3.20571 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297329.5870533 Edm = 1.98332 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297328.0811731 Edm = 0.452714 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297327.6925694 Edm = 0.068458 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297327.6509978 Edm = 0.0114956 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297327.6424197 Edm = 0.000802945 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297327.6412083 Edm = 0.000361364 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297327.6385225 Edm = 0.00205576 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297327.4804316 Edm = 0.157321 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297327.0026643 Edm = 0.324012 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297325.978937 Edm = 0.0126873 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297325.9679761 Edm = 0.000246451 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297325.9676763 Edm = 7.20079e-05 NCalls = 247 -VariableMetric: After Hessian - FCN = 297325.9676763 Edm = 895.318 NCalls = 720 -VariableMetric: Iteration # 80 - FCN = 297325.9676763 Edm = 895.318 NCalls = 720 -VariableMetric: Iteration # 81 - FCN = 297325.8768737 Edm = 1276.61 NCalls = 725 -VariableMetric: Iteration # 82 - FCN = 297324.4468605 Edm = 0.163825 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297323.1073445 Edm = 0.458473 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297322.3902187 Edm = 0.38659 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297322.1472641 Edm = 320.679 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297322.1440651 Edm = 36.4583 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297322.1323104 Edm = 333.846 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297322.1068341 Edm = 41.1587 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297322.0689085 Edm = 67.8804 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297321.9915442 Edm = 17.8518 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297321.9264301 Edm = 17.464 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297321.8701584 Edm = 2.91322 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297321.8534745 Edm = 5.67227 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297321.7688389 Edm = 7.30924 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297321.6402597 Edm = 6.44882 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297321.4533852 Edm = 6.36405 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297321.3014844 Edm = 2.56804 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297321.2932317 Edm = 2.83391 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297321.2595377 Edm = 0.398188 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297321.2256303 Edm = 0.269211 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297321.1704921 Edm = 0.78715 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297321.0871005 Edm = 0.604442 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297321.0131579 Edm = 1.38169 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297320.8062193 Edm = 2.49243 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297320.6994358 Edm = 0.329509 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297320.0960017 Edm = 0.999359 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297319.8183361 Edm = 0.723058 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297319.7266807 Edm = 0.61905 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297319.5714763 Edm = 0.181519 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297319.512701 Edm = 0.0662669 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297319.4978723 Edm = 0.0135962 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297319.4865653 Edm = 0.00208547 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297319.485712 Edm = 0.00170179 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297319.4845846 Edm = 0.000912222 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297319.480134 Edm = 0.00631062 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297319.4732866 Edm = 0.00606942 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297319.4706973 Edm = 0.00630363 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297319.4599401 Edm = 0.00178032 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297319.4573492 Edm = 0.000288596 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297319.4569825 Edm = 6.35632e-05 NCalls = 839 -VariableMetric: Iteration # 121 - FCN = 297319.456913 Edm = 3.12298e-05 NCalls = 841 -VariableMetric: After Hessian - FCN = 297319.456913 Edm = 4.56889e-05 NCalls = 1326 -VariableMetric: Iteration # 122 - FCN = 297319.456913 Edm = 4.56889e-05 NCalls = 1326 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317837.1802513 Edm = 29.6478 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317837.1802513 Edm = 29.6478 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316293.5440615 Edm = 107.37 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 316140.2793041 Edm = 169.608 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299385.6473079 Edm = 15.1693 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299357.415774 Edm = 42.8273 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299066.7014028 Edm = 0.775072 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299065.1520727 Edm = 0.833965 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299063.180726 Edm = 1.71816 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298730.0187799 Edm = 202.13 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298169.0879791 Edm = 391.256 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297778.4462683 Edm = 136.035 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297706.6903896 Edm = 8.05812 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297698.7408163 Edm = 0.400963 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297698.3448103 Edm = 0.0550094 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297695.9058435 Edm = 2.26702 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297555.8764406 Edm = 26.2437 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297519.2380602 Edm = 8.62435 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297504.7541557 Edm = 1.59085 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297502.8207275 Edm = 0.0983751 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297502.7032091 Edm = 0.0316626 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297502.6288681 Edm = 0.0358945 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297502.1965849 Edm = 0.352984 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297432.433775 Edm = 6.46889 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297426.1613368 Edm = 0.908754 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297425.2250668 Edm = 0.0740392 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297425.1458035 Edm = 0.00584211 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297425.1218827 Edm = 0.0188984 NCalls = 84 -VariableMetric: Iteration # 27 - FCN = 297421.0395302 Edm = 3.20953 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297408.8986499 Edm = 0.340141 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297408.3419471 Edm = 0.0894217 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297408.1580531 Edm = 0.0179245 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297408.1009266 Edm = 0.0256745 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297407.0003097 Edm = 1.45342 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297406.9977541 Edm = 0.0135742 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297406.9730797 Edm = 0.0183565 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297406.4849497 Edm = 0.515941 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297406.1826765 Edm = 0.287253 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297403.3976241 Edm = 2.34602 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297401.7623846 Edm = 0.893143 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297401.172532 Edm = 0.0664125 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297401.0790121 Edm = 0.0122011 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297401.0430135 Edm = 0.027374 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297399.3836984 Edm = 1.95967 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297399.3539631 Edm = 0.0185148 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297398.2656737 Edm = 1.36427 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297398.1169596 Edm = 0.142441 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297384.9197525 Edm = 2.13323 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297362.7054208 Edm = 5.06971 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297356.3520316 Edm = 0.164646 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297356.2084178 Edm = 0.00442437 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297356.200465 Edm = 0.00531738 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297355.9777716 Edm = 0.268218 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297354.9590688 Edm = 1.00506 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297333.1242577 Edm = 1.00722 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297332.3078891 Edm = 0.226094 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297332.1740266 Edm = 0.0256395 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297332.1525147 Edm = 0.00273483 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297332.1496272 Edm = 0.00088952 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297332.1342676 Edm = 0.0146156 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297331.7304397 Edm = 0.45692 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297326.2601299 Edm = 1.57285 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297324.0028726 Edm = 0.744413 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297323.3421887 Edm = 0.813971 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297322.6996454 Edm = 0.128633 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297322.5350201 Edm = 0.0386324 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297322.5081165 Edm = 0.00252933 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297322.5052779 Edm = 0.000269782 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297322.5032899 Edm = 0.00180271 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297322.3127227 Edm = 0.177646 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297319.099903 Edm = 1.11145 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297317.8835963 Edm = 0.117053 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297317.7587799 Edm = 0.0195754 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297317.7405399 Edm = 0.00453039 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297317.7369108 Edm = 0.001144 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297317.7361032 Edm = 0.000366069 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297317.7318386 Edm = 0.00425741 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297317.3529673 Edm = 0.0891983 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297315.6378159 Edm = 0.558562 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297314.394553 Edm = 0.0205795 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297314.3715232 Edm = 0.00107915 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297314.3701681 Edm = 0.000163224 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297314.369173 Edm = 0.00082608 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297314.3517857 Edm = 0.0131337 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297314.1030564 Edm = 0.181852 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297312.40307 Edm = 0.141298 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297312.2645396 Edm = 0.00700295 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297312.2594167 Edm = 0.000131901 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297312.2592469 Edm = 7.85466e-05 NCalls = 286 -VariableMetric: After Hessian - FCN = 297312.2592469 Edm = 2.65496 NCalls = 761 -VariableMetric: Iteration # 88 - FCN = 297312.2592469 Edm = 2.65496 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297309.2101117 Edm = 0.137949 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297309.0263401 Edm = 0.0494119 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297308.9363477 Edm = 0.0268384 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297308.9242369 Edm = 0.0418427 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297308.9081625 Edm = 0.00181563 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297308.9058516 Edm = 6.17089e-05 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297308.9057821 Edm = 1.15118e-05 NCalls = 782 -VariableMetric: After Hessian - FCN = 297308.9057821 Edm = 1.32451e-05 NCalls = 1271 -VariableMetric: Iteration # 96 - FCN = 297308.9057821 Edm = 1.32451e-05 NCalls = 1271 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=415 (415 total) | -| EDM = 6.84E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297185.27326282556 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 4.23 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.53 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_s | 20.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -3.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.650 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.895 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.90 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.293 | 0.028 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.49 | 0.24 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 4.23 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.60 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.06 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.80 | 0.07 | | | -2 | 2 | | -| 17| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 6.19 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.48 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 21| rho_p | -6.24 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.002 -0.003 0.535 0.004 -0.001 0.004 -0.002 -0.007 -0.004 0.004 -0.005 -0.006 -0.002 -0.003 0.002 -0.012 -0.046 -0.030 -0.007 0.017 -0.132 0.004 0.021 | -| p4160_p | -0.002 1.000 -0.361 -0.006 0.141 0.067 0.053 -0.116 -0.509 -0.002 0.164 -0.021 0.303 -0.035 0.296 0.067 0.014 -0.001 0.000 -0.151 -0.001 0.004 0.245 -0.010 | -| Ctt | -0.003 -0.361 1.000 -0.052 -0.232 -0.055 0.175 0.201 0.309 0.022 -0.019 -0.130 -0.049 0.218 -0.315 0.010 0.116 -0.029 0.004 0.282 -0.032 0.042 -0.260 -0.670 | -| phi_s | 0.535 -0.006 -0.052 1.000 -0.020 -0.019 0.024 -0.012 -0.038 -0.104 -0.001 -0.026 -0.033 -0.017 -0.007 0.000 -0.131 0.035 0.007 -0.044 0.149 -0.029 0.003 0.108 | -| Dbar_p | 0.004 0.141 -0.232 -0.020 1.000 -0.085 0.418 0.129 -0.086 0.041 -0.047 0.086 0.008 0.040 0.052 0.120 -0.078 -0.022 -0.001 -0.030 -0.039 -0.004 0.435 0.036 | -| DDstar_p | -0.001 0.067 -0.055 -0.019 -0.085 1.000 0.039 -0.072 -0.148 0.092 0.286 0.097 -0.109 0.010 0.050 0.012 -0.197 -0.040 -0.010 -0.044 -0.082 -0.042 0.199 0.238 | -| jpsi_p | 0.004 0.053 0.175 0.024 0.418 0.039 1.000 0.063 -0.043 -0.010 0.186 0.026 0.029 0.001 -0.019 0.107 -0.081 -0.000 -0.011 -0.011 0.070 -0.032 0.172 -0.142 | -| psi2s_p | -0.002 -0.116 0.201 -0.012 0.129 -0.072 0.063 1.000 -0.054 0.018 0.069 -0.403 -0.079 0.034 -0.184 0.065 0.012 -0.011 -0.002 -0.045 -0.028 -0.004 0.016 -0.034 | -| p4040_s | -0.007 -0.509 0.309 -0.038 -0.086 -0.148 -0.043 -0.054 1.000 0.029 -0.014 0.083 -0.189 0.188 -0.180 -0.000 0.058 -0.020 0.001 0.174 -0.065 0.015 -0.125 -0.112 | -| rho_s | -0.004 -0.002 0.022 -0.104 0.041 0.092 -0.010 0.018 0.029 1.000 0.020 0.019 0.009 0.029 0.002 -0.001 0.325 -0.393 -0.096 0.033 -0.384 -0.135 0.005 0.009 | -| DDstar_s | 0.004 0.164 -0.019 -0.001 -0.047 0.286 0.186 0.069 -0.014 0.020 1.000 0.108 0.081 -0.001 0.095 -0.012 -0.062 -0.009 -0.002 0.010 -0.010 -0.009 0.131 0.056 | -| p3770_s | -0.005 -0.021 -0.130 -0.026 0.086 0.097 0.026 -0.403 0.083 0.019 0.108 1.000 -0.018 0.039 -0.080 0.062 -0.045 -0.014 0.001 0.032 -0.023 0.010 -0.145 0.047 | -| p4415_p | -0.006 0.303 -0.049 -0.033 0.008 -0.109 0.029 -0.079 -0.189 0.009 0.081 -0.018 1.000 -0.156 0.177 0.036 0.112 -0.012 0.003 -0.196 -0.041 0.024 0.080 -0.227 | -| p4415_s | -0.002 -0.035 0.218 -0.017 0.040 0.010 0.001 0.034 0.188 0.029 -0.001 0.039 -0.156 1.000 -0.012 -0.001 -0.068 -0.015 -0.001 0.322 -0.029 -0.003 -0.050 0.072 | -| p4040_p | -0.003 0.296 -0.315 -0.007 0.052 0.050 -0.019 -0.184 -0.180 0.002 0.095 -0.080 0.177 -0.012 1.000 0.047 0.016 -0.002 0.000 0.251 -0.012 0.003 0.197 0.022 | -| Dbar_s | 0.002 0.067 0.010 0.000 0.120 0.012 0.107 0.065 -0.000 -0.001 -0.012 0.062 0.036 -0.001 0.047 1.000 -0.007 0.000 0.001 0.002 0.003 0.002 0.089 0.000 | -| bplus_1 | -0.012 0.014 0.116 -0.131 -0.078 -0.197 -0.081 0.012 0.058 0.325 -0.062 -0.045 0.112 -0.068 0.016 -0.007 1.000 -0.155 -0.036 0.014 -0.930 -0.167 -0.128 -0.135 | -| omega_s | -0.046 -0.001 -0.029 0.035 -0.022 -0.040 -0.000 -0.011 -0.020 -0.393 -0.009 -0.014 -0.012 -0.015 -0.002 0.000 -0.155 1.000 0.377 -0.024 0.178 0.317 -0.003 0.026 | -| omega_p | -0.030 0.000 0.004 0.007 -0.001 -0.010 -0.011 -0.002 0.001 -0.096 -0.002 0.001 0.003 -0.001 0.000 0.001 -0.036 0.377 1.000 0.002 0.040 0.031 -0.002 -0.023 | -| p4160_s | -0.007 -0.151 0.282 -0.044 -0.030 -0.044 -0.011 -0.045 0.174 0.033 0.010 0.032 -0.196 0.322 0.251 0.002 0.014 -0.024 0.002 1.000 -0.053 0.021 -0.055 -0.137 | -| bplus_0 | 0.017 -0.001 -0.032 0.149 -0.039 -0.082 0.070 -0.028 -0.065 -0.384 -0.010 -0.023 -0.041 -0.029 -0.012 0.003 -0.930 0.178 0.040 -0.053 1.000 0.186 0.033 -0.059 | -| rho_p | -0.132 0.004 0.042 -0.029 -0.004 -0.042 -0.032 -0.004 0.015 -0.135 -0.009 0.010 0.024 -0.003 0.003 0.002 -0.167 0.317 0.031 0.021 0.186 1.000 -0.005 -0.143 | -| p3770_p | 0.004 0.245 -0.260 0.003 0.435 0.199 0.172 0.016 -0.125 0.005 0.131 -0.145 0.080 -0.050 0.197 0.089 -0.128 -0.003 -0.002 -0.055 0.033 -0.005 1.000 0.085 | -| bplus_2 | 0.021 -0.010 -0.670 0.108 0.036 0.238 -0.142 -0.034 -0.112 0.009 0.056 0.047 -0.227 0.072 0.022 0.000 -0.135 0.026 -0.023 -0.137 -0.059 -0.143 0.085 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16241437177818918}), (, {'error': 0.09421902333545074}), (, {'error': 0.19547472466492904}), (, {'error': 0.9981489367870271}), (, {'error': 0.332395275792283}), (, {'error': 0.34573665868575665}), (, {'error': 0.026144596198168113}), (, {'error': 0.03146812174814517}), (, {'error': 0.17399507593097446}), (, {'error': 0.3604282228509233}), (, {'error': 0.02757624530484208}), (, {'error': 0.24191272319094903}), (, {'error': 0.14490531650510707}), (, {'error': 0.2004316933252318}), (, {'error': 0.20313076753183568}), (, {'error': 0.02466888037126755}), (, {'error': 0.06791800193046305}), (, {'error': 0.9714525574727366}), (, {'error': 0.2171021071009882}), (, {'error': 0.17486454374622107}), (, {'error': 0.03743983642447568}), (, {'error': 0.11536291414037114}), (, {'error': 0.09894756883311273}), (, {'error': 0.08728976914159903})]) -Toy 1/25 -Time taken: 3 min, 34 s -Projected time left: 1 h, 25 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=222 (222 total) | -| EDM = 4.26E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297320.56681594515 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.280 | 0.008 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 4.11 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.74 | 0.12 | | | -1.5 | 1.5 | | -| 3 | phi_s | 22.02 | 0.16 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 3.5 | 0.9 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.596 | 0.013 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.036 | 0.019 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.40 | 0.04 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.202 | 0.010 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.43 | 0.07 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 1.2 | 9.2 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.129 | 0.007 | | |0.126447 | 2.35355 | | -| 14| p4040_p | 3.21 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.066 | 0.020 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.746 | 0.004 | | | -2 | 2 | | -| 17| omega_s | 7.36 | 0.12 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -0.16 | 0.12 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.9 | 0.3 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.366 | 0.002 | | | -2 | 2 | | -| 21| rho_p | -5.17 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.50 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.21 | 0.13 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.006 -0.006 0.002 -0.005 -0.006 -0.000 -0.005 -0.004 0.000 -0.001 0.001 -0.006 -0.005 0.001 -0.004 -0.001 -0.000 0.001 -0.006 -0.003 -0.000 0.005 -0.006 | -| p4160_p | 0.006 1.000 -0.914 -0.094 -0.831 -0.961 -0.077 -0.836 -0.725 0.035 -0.116 0.230 -0.969 -0.854 0.081 -0.714 -0.020 -0.022 0.084 -0.956 -0.393 -0.017 0.890 -0.961 | -| Ctt | -0.006 -0.914 1.000 0.091 0.795 0.923 0.047 0.813 0.701 -0.035 0.099 -0.234 0.935 0.823 -0.082 0.674 0.027 0.022 -0.083 0.925 0.385 0.016 -0.860 0.917 | -| phi_s | 0.002 -0.094 0.091 1.000 0.083 0.095 0.004 0.082 0.072 -0.002 0.010 -0.024 0.097 0.085 -0.008 0.070 0.011 0.003 -0.006 0.095 0.050 0.003 -0.088 0.098 | -| Dbar_p | -0.005 -0.831 0.795 0.083 1.000 0.842 0.060 0.731 0.638 -0.032 0.107 -0.211 0.856 0.755 -0.075 0.615 -0.012 0.020 -0.075 0.844 0.320 0.014 -0.778 0.843 | -| DDstar_p | -0.006 -0.961 0.923 0.095 0.842 1.000 0.057 0.841 0.736 -0.036 0.117 -0.242 0.988 0.871 -0.085 0.717 0.008 0.023 -0.086 0.974 0.389 0.017 -0.905 0.976 | -| jpsi_p | -0.000 -0.077 0.047 0.004 0.060 0.057 1.000 0.087 0.061 -0.003 0.010 -0.014 0.080 0.071 -0.009 0.020 -0.051 0.001 -0.006 0.078 -0.022 0.001 -0.076 0.073 | -| psi2s_p | -0.005 -0.836 0.813 0.082 0.731 0.841 0.087 1.000 0.641 -0.030 0.099 -0.246 0.859 0.758 -0.077 0.614 0.004 0.019 -0.073 0.846 0.335 0.015 -0.788 0.851 | -| p4040_s | -0.004 -0.725 0.701 0.072 0.638 0.736 0.061 0.641 1.000 -0.027 0.088 -0.174 0.746 0.657 -0.058 0.546 0.013 0.017 -0.064 0.734 0.300 0.013 -0.683 0.739 | -| rho_s | 0.000 0.035 -0.035 -0.002 -0.032 -0.036 -0.003 -0.030 -0.027 1.000 -0.002 0.008 -0.036 -0.032 0.003 -0.026 -0.013 0.004 -0.011 -0.035 -0.024 -0.039 0.032 -0.038 | -| DDstar_s | -0.001 -0.116 0.099 0.010 0.107 0.117 0.010 0.099 0.088 -0.002 1.000 -0.034 0.112 0.098 -0.010 0.073 0.082 0.002 -0.007 0.114 0.116 0.003 -0.115 0.114 | -| p3770_s | 0.001 0.230 -0.234 -0.024 -0.211 -0.242 -0.014 -0.246 -0.174 0.008 -0.034 1.000 -0.239 -0.211 0.018 -0.194 -0.021 -0.006 0.021 -0.234 -0.111 -0.004 0.200 -0.241 | -| p4415_p | -0.006 -0.969 0.935 0.097 0.856 0.988 0.080 0.859 0.746 -0.036 0.112 -0.239 1.000 0.881 -0.085 0.730 0.030 0.023 -0.086 0.987 0.413 0.018 -0.916 0.990 | -| p4415_s | -0.005 -0.854 0.823 0.085 0.755 0.871 0.071 0.758 0.657 -0.032 0.098 -0.211 0.881 1.000 -0.075 0.643 0.028 0.020 -0.076 0.869 0.366 0.016 -0.807 0.872 | -| p4040_p | 0.001 0.081 -0.082 -0.008 -0.075 -0.085 -0.009 -0.077 -0.058 0.003 -0.010 0.018 -0.085 -0.075 1.000 -0.064 -0.003 -0.002 0.007 -0.083 -0.036 -0.002 0.080 -0.085 | -| Dbar_s | -0.004 -0.714 0.674 0.070 0.615 0.717 0.020 0.614 0.546 -0.026 0.073 -0.194 0.730 0.643 -0.064 1.000 0.026 0.017 -0.064 0.721 0.305 0.013 -0.681 0.720 | -| bplus_1 | -0.001 -0.020 0.027 0.011 -0.012 0.008 -0.051 0.004 0.013 -0.013 0.082 -0.021 0.030 0.028 -0.003 0.026 1.000 0.002 -0.018 0.020 -0.239 0.005 -0.020 0.008 | -| omega_s | -0.000 -0.022 0.022 0.003 0.020 0.023 0.001 0.019 0.017 0.004 0.002 -0.006 0.023 0.020 -0.002 0.017 0.002 1.000 0.049 0.023 0.010 0.012 -0.021 0.023 | -| omega_p | 0.001 0.084 -0.083 -0.006 -0.075 -0.086 -0.006 -0.073 -0.064 -0.011 -0.007 0.021 -0.086 -0.076 0.007 -0.064 -0.018 0.049 1.000 -0.085 -0.049 -0.026 0.078 -0.090 | -| p4160_s | -0.006 -0.956 0.925 0.095 0.844 0.974 0.078 0.846 0.734 -0.035 0.114 -0.234 0.987 0.869 -0.083 0.721 0.020 0.023 -0.085 1.000 0.399 0.017 -0.903 0.976 | -| bplus_0 | -0.003 -0.393 0.385 0.050 0.320 0.389 -0.022 0.335 0.300 -0.024 0.116 -0.111 0.413 0.366 -0.036 0.305 -0.239 0.010 -0.049 0.399 1.000 0.022 -0.370 0.390 | -| rho_p | -0.000 -0.017 0.016 0.003 0.014 0.017 0.001 0.015 0.013 -0.039 0.003 -0.004 0.018 0.016 -0.002 0.013 0.005 0.012 -0.026 0.017 0.022 1.000 -0.016 0.018 | -| p3770_p | 0.005 0.890 -0.860 -0.088 -0.778 -0.905 -0.076 -0.788 -0.683 0.032 -0.115 0.200 -0.916 -0.807 0.080 -0.681 -0.020 -0.021 0.078 -0.903 -0.370 -0.016 1.000 -0.907 | -| bplus_2 | -0.006 -0.961 0.917 0.098 0.843 0.976 0.073 0.851 0.739 -0.038 0.114 -0.241 0.990 0.872 -0.085 0.720 0.008 0.023 -0.090 0.976 0.390 0.018 -0.907 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.008491563381115341}), (, {'error': 0.2061262313918908}), (, {'error': 0.11655935625991315}), (, {'error': 0.1630073530308742}), (, {'error': 0.35273671789604144}), (, {'error': 0.9416633957186855}), (, {'error': 0.012640072134522562}), (, {'error': 0.031969621797174774}), (, {'error': 0.018783774414904513}), (, {'error': 0.03781717867918999}), (, {'error': 0.01011420685620476}), (, {'error': 0.06664534310606585}), (, {'error': 9.246407689072736}), (, {'error': 0.006581379342563309}), (, {'error': 0.25333842483987823}), (, {'error': 0.019811874128334767}), (, {'error': 0.0037243806897291343}), (, {'error': 0.12183362313599178}), (, {'error': 0.12327604239043799}), (, {'error': 0.3228670540440516}), (, {'error': 0.0020007134237338686}), (, {'error': 0.16874926158585835}), (, {'error': 0.16595162542834263}), (, {'error': 0.12742180739680053})]) -Toy 2/25 -Time taken: 6 min, 3 s -Projected time left: 1 h, 9 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1292 (1292 total) | -| EDM = 0.0176 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297245.7633466073 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.00 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.70 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_s | 21.0 | 2.2 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 4.92 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.656 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.904 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.76 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.40 | 0.24 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.12 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | 3.70 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.63 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.395 | 0.030 | | | -2 | 2 | | -| 21| rho_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.27 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.010 0.010 0.927 -0.003 -0.007 -0.046 -0.011 -0.000 -0.025 0.001 -0.009 -0.006 -0.001 -0.010 0.001 -0.017 0.002 0.098 -0.003 0.025 -0.025 -0.008 -0.002 | -| p4160_p | -0.010 1.000 -0.336 -0.008 -0.044 0.050 -0.067 -0.152 -0.516 -0.013 0.045 -0.050 0.289 -0.083 0.057 0.026 0.051 0.000 -0.011 -0.144 -0.007 0.002 0.164 0.000 | -| Ctt | 0.010 -0.336 1.000 -0.017 -0.311 -0.048 0.273 0.244 0.361 0.045 -0.007 -0.091 0.015 0.195 -0.151 -0.001 0.127 0.000 0.054 0.255 -0.020 0.007 -0.239 -0.673 | -| phi_s | 0.927 -0.008 -0.017 1.000 -0.013 -0.012 -0.024 -0.014 -0.013 -0.075 0.001 -0.017 -0.021 -0.006 -0.018 0.001 -0.083 0.001 0.058 -0.023 0.098 -0.012 -0.002 0.051 | -| Dbar_p | -0.003 -0.044 -0.311 -0.013 1.000 -0.167 0.143 -0.071 -0.023 0.052 0.001 -0.096 -0.107 0.040 -0.142 0.023 -0.095 -0.000 0.036 -0.071 -0.025 -0.006 0.242 0.060 | -| DDstar_p | -0.007 0.050 -0.048 -0.012 -0.167 1.000 -0.024 -0.098 -0.136 0.075 0.042 0.075 -0.139 -0.023 -0.043 0.004 -0.258 -0.000 0.041 -0.087 -0.005 -0.015 0.189 0.263 | -| jpsi_p | -0.046 -0.067 0.273 -0.024 0.143 -0.024 1.000 -0.022 0.033 -0.067 0.058 -0.055 -0.010 -0.010 -0.104 0.047 -0.083 0.002 -0.062 -0.012 0.139 0.001 -0.019 -0.201 | -| psi2s_p | -0.011 -0.152 0.244 -0.014 -0.071 -0.098 -0.022 1.000 0.076 0.013 0.022 -0.399 -0.074 0.033 -0.214 0.024 0.044 0.000 0.007 -0.053 -0.027 -0.002 -0.070 -0.048 | -| p4040_s | -0.000 -0.516 0.361 -0.013 -0.023 -0.136 0.033 0.076 1.000 0.038 -0.006 0.123 -0.200 0.158 -0.200 -0.005 0.028 -0.000 0.032 -0.047 -0.044 -0.001 -0.157 -0.095 | -| rho_s | -0.025 -0.013 0.045 -0.075 0.052 0.075 -0.067 0.013 0.038 1.000 0.002 0.016 0.029 0.026 0.019 0.001 0.399 -0.008 0.634 0.052 -0.471 -0.114 -0.020 -0.053 | -| DDstar_s | 0.001 0.045 -0.007 0.001 0.001 0.042 0.058 0.022 -0.006 0.002 1.000 0.026 0.019 -0.002 0.023 -0.001 -0.015 -0.000 0.001 0.002 0.004 -0.000 0.038 0.009 | -| p3770_s | -0.009 -0.050 -0.091 -0.017 -0.096 0.075 -0.055 -0.399 0.123 0.016 0.026 1.000 -0.021 0.024 -0.053 0.021 -0.018 0.000 0.014 0.019 -0.019 0.001 -0.286 0.053 | -| p4415_p | -0.006 0.289 0.015 -0.021 -0.107 -0.139 -0.010 -0.074 -0.200 0.029 0.019 -0.021 1.000 -0.142 0.107 0.009 0.159 0.000 0.029 -0.131 -0.072 0.002 0.022 -0.232 | -| p4415_s | -0.001 -0.083 0.195 -0.006 0.040 -0.023 -0.010 0.033 0.158 0.026 -0.002 0.024 -0.142 1.000 0.054 -0.000 -0.080 -0.000 0.018 0.322 -0.007 -0.003 -0.071 0.086 | -| p4040_p | -0.010 0.057 -0.151 -0.018 -0.142 -0.043 -0.104 -0.214 -0.200 0.019 0.023 -0.053 0.107 0.054 1.000 0.015 0.091 0.000 0.015 0.346 -0.060 -0.000 0.085 -0.026 | -| Dbar_s | 0.001 0.026 -0.001 0.001 0.023 0.004 0.047 0.024 -0.005 0.001 -0.001 0.021 0.009 -0.000 0.015 1.000 -0.005 -0.000 0.001 -0.000 0.001 0.000 0.042 0.001 | -| bplus_1 | -0.017 0.051 0.127 -0.083 -0.095 -0.258 -0.083 0.044 0.028 0.399 -0.015 -0.018 0.159 -0.080 0.091 -0.005 1.000 -0.003 0.250 0.047 -0.928 -0.084 -0.139 -0.196 | -| omega_s | 0.002 0.000 0.000 0.001 -0.000 -0.000 0.002 0.000 -0.000 -0.008 -0.000 0.000 0.000 -0.000 0.000 -0.000 -0.003 1.000 -0.093 0.000 0.003 0.000 0.000 -0.001 | -| omega_p | 0.098 -0.011 0.054 0.058 0.036 0.041 -0.062 0.007 0.032 0.634 0.001 0.014 0.029 0.018 0.015 0.001 0.250 -0.093 1.000 0.046 -0.291 -0.125 -0.017 -0.086 | -| p4160_s | -0.003 -0.144 0.255 -0.023 -0.071 -0.087 -0.012 -0.053 -0.047 0.052 0.002 0.019 -0.131 0.322 0.346 -0.000 0.047 0.000 0.046 1.000 -0.061 0.000 -0.062 -0.147 | -| bplus_0 | 0.025 -0.007 -0.020 0.098 -0.025 -0.005 0.139 -0.027 -0.044 -0.471 0.004 -0.019 -0.072 -0.007 -0.060 0.001 -0.928 0.003 -0.291 -0.061 1.000 0.096 0.071 -0.017 | -| rho_p | -0.025 0.002 0.007 -0.012 -0.006 -0.015 0.001 -0.002 -0.001 -0.114 -0.000 0.001 0.002 -0.003 -0.000 0.000 -0.084 0.000 -0.125 0.000 0.096 1.000 0.002 -0.032 | -| p3770_p | -0.008 0.164 -0.239 -0.002 0.242 0.189 -0.019 -0.070 -0.157 -0.020 0.038 -0.286 0.022 -0.071 0.085 0.042 -0.139 0.000 -0.017 -0.062 0.071 0.002 1.000 0.092 | -| bplus_2 | -0.002 0.000 -0.673 0.051 0.060 0.263 -0.201 -0.048 -0.095 -0.053 0.009 0.053 -0.232 0.086 -0.026 0.001 -0.196 -0.001 -0.086 -0.147 -0.017 -0.032 0.092 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4876104048381258}), (, {'error': 0.0978623281966362}), (, {'error': 0.20278440355641353}), (, {'error': 2.206124630065217}), (, {'error': 0.2983818652874266}), (, {'error': 0.32430877404211955}), (, {'error': 0.02383428691182221}), (, {'error': 0.03143133331136916}), (, {'error': 0.17986500083534013}), (, {'error': 0.4260208301954306}), (, {'error': 0.024747449919021308}), (, {'error': 0.23530027859475533}), (, {'error': 0.19031566868294658}), (, {'error': 0.19540318402183526}), (, {'error': 0.23247445392766775}), (, {'error': 0.01871709152407458}), (, {'error': 0.05789633165958641}), (, {'error': 3.7999716069682705}), (, {'error': 0.2236444924860379}), (, {'error': 0.17190337598617456}), (, {'error': 0.029533470235673764}), (, {'error': 0.22794575864964672}), (, {'error': 0.09189024442217786}), (, {'error': 0.07584431836998196})]) -Toy 3/25 -Time taken: 10 min, 53 s -Projected time left: 1 h, 19 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=314 (314 total) | -| EDM = 3.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297189.5414713275 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.55 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 4.23 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.35 | 0.19 | | | -1.5 | 1.5 | | -| 3 | phi_s | 18.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.679 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.897 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.99 | 0.15 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.025 | 0.022 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.008 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.46 | 0.20 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.01 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.45 | 0.16 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.10 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.008 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 17| omega_s | 9.19 | 0.30 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -5.69 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.20 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.432 | 0.017 | | | -2 | 2 | | -| 21| rho_p | -3 | 7 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.22 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.001 0.009 0.598 0.001 0.003 -0.014 -0.004 0.000 0.039 0.001 -0.000 0.001 -0.000 -0.001 0.001 -0.006 -0.012 0.044 0.001 0.004 0.108 0.001 0.009 | -| p4160_p | -0.001 1.000 -0.285 -0.004 -0.121 0.335 0.065 -0.085 -0.457 -0.000 0.025 0.059 0.337 -0.014 0.382 0.023 -0.009 -0.001 -0.000 -0.103 0.014 0.000 0.222 -0.007 | -| Ctt | 0.009 -0.285 1.000 -0.019 -0.365 -0.065 0.198 0.200 0.270 -0.019 -0.002 -0.118 -0.014 0.151 -0.290 -0.001 -0.196 -0.002 0.009 0.204 -0.009 -0.049 -0.212 0.648 | -| phi_s | 0.598 -0.004 -0.019 1.000 -0.007 0.010 0.015 -0.002 -0.013 0.019 0.000 -0.009 -0.016 -0.004 -0.002 0.000 0.006 0.002 0.037 -0.016 -0.011 0.048 0.002 -0.070 | -| Dbar_p | 0.001 -0.121 -0.365 -0.007 1.000 -0.085 0.096 -0.145 -0.122 -0.005 0.011 -0.101 -0.185 0.032 -0.124 0.022 0.284 -0.000 -0.004 -0.095 0.002 -0.007 0.287 -0.084 | -| DDstar_p | 0.003 0.335 -0.065 0.010 -0.085 1.000 0.368 0.140 -0.086 0.005 0.017 0.228 0.124 -0.030 0.233 -0.009 0.350 0.002 -0.006 -0.037 -0.027 0.018 0.330 -0.209 | -| jpsi_p | -0.014 0.065 0.198 0.015 0.096 0.368 1.000 -0.004 -0.055 0.023 0.036 0.033 0.027 -0.032 0.006 0.044 0.132 -0.002 -0.010 -0.043 -0.081 0.062 0.109 0.059 | -| psi2s_p | -0.004 -0.085 0.200 -0.002 -0.145 0.140 -0.004 1.000 -0.044 0.001 0.019 -0.332 -0.073 0.002 -0.147 0.025 0.055 -0.001 -0.002 -0.070 -0.006 0.004 0.046 -0.048 | -| p4040_s | 0.000 -0.457 0.270 -0.013 -0.122 -0.086 -0.055 -0.044 1.000 -0.009 0.006 0.080 -0.196 0.122 -0.250 -0.002 0.007 -0.001 0.001 0.077 0.018 -0.022 -0.123 0.059 | -| rho_s | 0.039 -0.000 -0.019 0.019 -0.005 0.005 0.023 0.001 -0.009 1.000 -0.000 -0.003 -0.011 -0.002 0.001 -0.000 -0.019 -0.003 0.071 -0.011 0.020 0.367 0.004 -0.059 | -| DDstar_s | 0.001 0.025 -0.002 0.000 0.011 0.017 0.036 0.019 0.006 -0.000 1.000 0.011 0.023 0.001 0.014 -0.001 -0.009 0.000 0.000 0.006 0.000 -0.000 0.013 0.009 | -| p3770_s | -0.000 0.059 -0.118 -0.009 -0.101 0.228 0.033 -0.332 0.080 -0.003 0.011 1.000 0.040 0.005 -0.012 0.020 0.057 -0.001 -0.000 0.019 0.035 -0.006 -0.174 -0.072 | -| p4415_p | 0.001 0.337 -0.014 -0.016 -0.185 0.124 0.027 -0.073 -0.196 -0.011 0.023 0.040 1.000 -0.113 0.245 0.013 -0.098 -0.002 0.003 -0.171 0.024 -0.028 0.085 0.192 | -| p4415_s | -0.000 -0.014 0.151 -0.004 0.032 -0.030 -0.032 0.002 0.122 -0.002 0.001 0.005 -0.113 1.000 -0.023 0.000 0.113 -0.000 -0.001 0.234 0.009 -0.004 -0.046 -0.076 | -| p4040_p | -0.001 0.382 -0.290 -0.002 -0.124 0.233 0.006 -0.147 -0.250 0.001 0.014 -0.012 0.245 -0.023 1.000 0.017 -0.018 -0.001 -0.000 0.270 0.012 0.002 0.196 -0.034 | -| Dbar_s | 0.001 0.023 -0.001 0.000 0.022 -0.009 0.044 0.025 -0.002 -0.000 -0.001 0.020 0.013 0.000 0.017 1.000 0.002 0.000 0.000 0.000 0.001 -0.001 0.036 0.004 | -| bplus_1 | -0.006 -0.009 -0.196 0.006 0.284 0.350 0.132 0.055 0.007 -0.019 -0.009 0.057 -0.098 0.113 -0.018 0.002 1.000 -0.003 0.009 0.004 -0.831 -0.068 0.154 -0.303 | -| omega_s | -0.012 -0.001 -0.002 0.002 -0.000 0.002 -0.002 -0.001 -0.001 -0.003 0.000 -0.001 -0.002 -0.000 -0.001 0.000 -0.003 1.000 0.260 -0.001 0.004 -0.011 0.000 -0.007 | -| omega_p | 0.044 -0.000 0.009 0.037 -0.004 -0.006 -0.010 -0.002 0.001 0.071 0.000 -0.000 0.003 -0.001 -0.000 0.000 0.009 0.260 1.000 0.002 -0.021 0.235 -0.003 0.016 | -| p4160_s | 0.001 -0.103 0.204 -0.016 -0.095 -0.037 -0.043 -0.070 0.077 -0.011 0.006 0.019 -0.171 0.234 0.270 0.000 0.004 -0.001 0.002 1.000 0.029 -0.028 -0.048 0.099 | -| bplus_0 | 0.004 0.014 -0.009 -0.011 0.002 -0.027 -0.081 -0.006 0.018 0.020 0.000 0.035 0.024 0.009 0.012 0.001 -0.831 0.004 -0.021 0.029 1.000 0.081 0.017 0.006 | -| rho_p | 0.108 0.000 -0.049 0.048 -0.007 0.018 0.062 0.004 -0.022 0.367 -0.000 -0.006 -0.028 -0.004 0.002 -0.001 -0.068 -0.011 0.235 -0.028 0.081 1.000 0.013 -0.154 | -| p3770_p | 0.001 0.222 -0.212 0.002 0.287 0.330 0.109 0.046 -0.123 0.004 0.013 -0.174 0.085 -0.046 0.196 0.036 0.154 0.000 -0.003 -0.048 0.017 0.013 1.000 -0.077 | -| bplus_2 | 0.009 -0.007 0.648 -0.070 -0.084 -0.209 0.059 -0.048 0.059 -0.059 0.009 -0.072 0.192 -0.076 -0.034 0.004 -0.303 -0.007 0.016 0.099 0.006 -0.154 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1924818450342567}), (, {'error': 0.10255307945758663}), (, {'error': 0.188926778027726}), (, {'error': 0.8457734251128244}), (, {'error': 0.3393730415683036}), (, {'error': 0.32573607848066155}), (, {'error': 0.026852502653727406}), (, {'error': 0.03140931443838468}), (, {'error': 0.14655038277637916}), (, {'error': 0.02193538995905409}), (, {'error': 0.008223756318463643}), (, {'error': 0.19558608127145138}), (, {'error': 0.15086812211047063}), (, {'error': 0.16138587838769647}), (, {'error': 0.1951994838206912}), (, {'error': 0.008294891382037484}), (, {'error': 0.03613714610321339}), (, {'error': 0.3031950275768729}), (, {'error': 0.173590611046619}), (, {'error': 0.15278437549706192}), (, {'error': 0.016815157189472574}), (, {'error': 7.178174495778066}), (, {'error': 0.09653926771375776}), (, {'error': 0.07278581844248544})]) -Toy 4/25 -Time taken: 13 min, 44 s -Projected time left: 1 h, 12 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1478 (1478 total) | -| EDM = 2.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297262.08693345013 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -0.68 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -1.99 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.71 | 0.21 | | | -1.5 | 1.5 | | -| 3 | phi_s | 16.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.618 | 0.025 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.893 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.88 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.15 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.43 | 0.20 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.03 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.01 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 17| omega_s | 5.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -0.24 | 0.33 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.18 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 21| rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.87 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.002 -0.002 0.388 0.012 0.014 -0.019 0.001 0.006 0.059 0.001 0.003 0.003 0.004 -0.001 0.001 0.062 -0.058 -0.011 0.006 -0.076 0.004 -0.002 -0.004 | -| p4160_p | -0.002 1.000 -0.365 0.002 0.063 0.040 -0.031 -0.137 -0.512 -0.010 0.047 -0.011 0.264 -0.143 0.295 0.032 0.029 0.003 0.001 -0.160 0.002 0.001 0.194 0.012 | -| Ctt | -0.002 -0.365 1.000 -0.065 -0.322 -0.053 0.203 0.195 0.322 0.020 -0.010 -0.182 0.055 0.169 -0.321 0.003 0.120 -0.038 0.004 0.272 -0.005 0.009 -0.239 -0.690 | -| phi_s | 0.388 0.002 -0.065 1.000 -0.017 -0.005 0.027 -0.008 -0.039 0.006 0.001 -0.018 -0.036 -0.001 -0.000 0.000 -0.083 0.020 0.016 -0.044 0.089 0.009 0.008 0.131 | -| Dbar_p | 0.012 0.063 -0.322 -0.017 1.000 -0.127 0.307 0.041 -0.130 0.053 -0.003 0.027 -0.069 0.056 -0.004 0.026 -0.091 -0.022 -0.007 -0.074 -0.044 -0.003 0.362 0.082 | -| DDstar_p | 0.014 0.040 -0.053 -0.005 -0.127 1.000 -0.030 -0.090 -0.157 0.087 0.045 0.092 -0.150 0.017 0.045 0.009 -0.209 -0.025 -0.019 -0.078 -0.058 -0.010 0.162 0.255 | -| jpsi_p | -0.019 -0.031 0.203 0.027 0.307 -0.030 1.000 0.001 -0.042 -0.035 0.059 -0.052 -0.014 -0.005 -0.074 0.051 -0.089 0.016 -0.009 -0.022 0.114 -0.005 0.081 -0.173 | -| psi2s_p | 0.001 -0.137 0.195 -0.008 0.041 -0.090 0.001 1.000 -0.059 0.015 0.025 -0.473 -0.075 0.048 -0.196 0.032 0.023 -0.008 -0.004 -0.058 -0.023 -0.001 0.051 -0.036 | -| p4040_s | 0.006 -0.512 0.322 -0.039 -0.130 -0.157 -0.042 -0.059 1.000 0.037 -0.001 0.075 -0.106 0.227 -0.192 -0.001 0.078 -0.027 -0.001 0.173 -0.071 0.003 -0.147 -0.140 | -| rho_s | 0.059 -0.010 0.020 0.006 0.053 0.087 -0.035 0.015 0.037 1.000 0.002 0.018 0.020 0.022 -0.003 -0.001 0.348 -0.387 -0.180 0.039 -0.413 -0.034 -0.005 -0.022 | -| DDstar_s | 0.001 0.047 -0.010 0.001 -0.003 0.045 0.059 0.025 -0.001 0.002 1.000 0.033 0.019 -0.003 0.028 -0.001 -0.012 -0.000 -0.000 0.002 0.001 -0.000 0.029 0.011 | -| p3770_s | 0.003 -0.011 -0.182 -0.018 0.027 0.092 -0.052 -0.473 0.075 0.018 0.033 1.000 -0.017 0.022 -0.056 0.035 -0.037 -0.012 -0.002 0.012 -0.022 0.001 -0.173 0.083 | -| p4415_p | 0.003 0.264 0.055 -0.036 -0.069 -0.150 -0.014 -0.075 -0.106 0.020 0.019 -0.017 1.000 -0.166 0.159 0.013 0.126 -0.022 0.001 -0.078 -0.056 0.004 0.011 -0.222 | -| p4415_s | 0.004 -0.143 0.169 -0.001 0.056 0.017 -0.005 0.048 0.227 0.022 -0.003 0.022 -0.166 1.000 -0.071 -0.003 -0.093 -0.006 -0.005 0.339 -0.011 -0.003 -0.064 0.137 | -| p4040_p | -0.001 0.295 -0.321 -0.000 -0.004 0.045 -0.074 -0.196 -0.192 -0.003 0.028 -0.056 0.159 -0.071 1.000 0.024 0.027 0.001 -0.000 0.260 -0.012 0.000 0.185 0.040 | -| Dbar_s | 0.001 0.032 0.003 0.000 0.026 0.009 0.051 0.032 -0.001 -0.001 -0.001 0.035 0.013 -0.003 0.024 1.000 -0.003 0.000 0.000 -0.000 0.002 0.000 0.033 0.003 | -| bplus_1 | 0.062 0.029 0.120 -0.083 -0.091 -0.209 -0.089 0.023 0.078 0.348 -0.012 -0.037 0.126 -0.093 0.027 -0.003 1.000 -0.115 -0.073 0.043 -0.927 -0.041 -0.129 -0.190 | -| omega_s | -0.058 0.003 -0.038 0.020 -0.022 -0.025 0.016 -0.008 -0.027 -0.387 -0.000 -0.012 -0.022 -0.006 0.001 0.000 -0.115 1.000 0.456 -0.030 0.133 0.072 0.004 0.070 | -| omega_p | -0.011 0.001 0.004 0.016 -0.007 -0.019 -0.009 -0.004 -0.001 -0.180 -0.000 -0.002 0.001 -0.005 -0.000 0.000 -0.073 0.456 1.000 -0.001 0.083 0.009 -0.002 -0.023 | -| p4160_s | 0.006 -0.160 0.272 -0.044 -0.074 -0.078 -0.022 -0.058 0.173 0.039 0.002 0.012 -0.078 0.339 0.260 -0.000 0.043 -0.030 -0.001 1.000 -0.057 0.004 -0.068 -0.157 | -| bplus_0 | -0.076 0.002 -0.005 0.089 -0.044 -0.058 0.114 -0.023 -0.071 -0.413 0.001 -0.022 -0.056 -0.011 -0.012 0.002 -0.927 0.133 0.083 -0.057 1.000 0.047 0.051 -0.025 | -| rho_p | 0.004 0.001 0.009 0.009 -0.003 -0.010 -0.005 -0.001 0.003 -0.034 -0.000 0.001 0.004 -0.003 0.000 0.000 -0.041 0.072 0.009 0.004 0.047 1.000 -0.001 -0.028 | -| p3770_p | -0.002 0.194 -0.239 0.008 0.362 0.162 0.081 0.051 -0.147 -0.005 0.029 -0.173 0.011 -0.064 0.185 0.033 -0.129 0.004 -0.002 -0.068 0.051 -0.001 1.000 0.085 | -| bplus_2 | -0.004 0.012 -0.690 0.131 0.082 0.255 -0.173 -0.036 -0.140 -0.022 0.011 0.083 -0.222 0.137 0.040 0.003 -0.190 0.070 -0.023 -0.157 -0.025 -0.028 0.085 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1731740971407696}), (, {'error': 0.10087361835466435}), (, {'error': 0.20664685384451398}), (, {'error': 0.9231959646024954}), (, {'error': 0.32725405161927945}), (, {'error': 0.3232720722973266}), (, {'error': 0.024622104298491987}), (, {'error': 0.030926878511556843}), (, {'error': 0.1726032454901832}), (, {'error': 0.3844730833036275}), (, {'error': 0.02715336965925441}), (, {'error': 0.22939593813091097}), (, {'error': 0.20465434287711615}), (, {'error': 0.19902761427476934}), (, {'error': 0.21268078601819607}), (, {'error': 0.021617427516464255}), (, {'error': 0.06171906050106091}), (, {'error': 1.0056323010208867}), (, {'error': 0.33433187212514337}), (, {'error': 0.17266337239706786}), (, {'error': 0.032179194352407126}), (, {'error': 0.07115652267337547}), (, {'error': 0.10485336372832421}), (, {'error': 0.08244391504358961})]) -Toy 5/25 -Time taken: 19 min, 10 s -Projected time left: 1 h, 16 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1315 (1315 total) | -| EDM = 5.41E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297232.38478839543 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.44 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 4.06 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.45 | 0.22 | | | -1.5 | 1.5 | | -| 3 | phi_s | 19.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.661 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.22 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.00 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 4.11 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.14 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 17| omega_s | 6.6 | 1.6 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.18 | 0.42 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.51 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.446 | 0.018 | | | -2 | 2 | | -| 21| rho_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.58 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.30 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.002 0.000 0.491 0.002 0.006 0.005 -0.002 -0.006 0.016 0.001 -0.004 -0.006 -0.002 -0.002 0.001 -0.003 -0.102 -0.099 -0.006 -0.001 -0.134 0.004 -0.019 | -| p4160_p | -0.002 1.000 -0.392 -0.003 0.016 0.274 -0.009 -0.148 -0.535 0.011 0.051 0.015 0.297 -0.065 0.395 0.033 0.033 -0.007 -0.006 -0.236 0.020 -0.006 0.245 -0.088 | -| Ctt | 0.000 -0.392 1.000 -0.041 -0.344 -0.101 0.208 0.191 0.331 0.032 -0.002 -0.172 -0.046 0.205 -0.367 0.003 -0.197 -0.021 -0.001 0.293 0.001 0.036 -0.248 0.689 | -| phi_s | 0.491 -0.003 -0.041 1.000 -0.010 0.011 0.028 -0.003 -0.031 -0.086 0.001 -0.017 -0.027 -0.010 -0.002 -0.000 0.030 0.022 0.004 -0.035 -0.044 -0.048 0.004 -0.117 | -| Dbar_p | 0.002 0.016 -0.344 -0.010 1.000 -0.117 0.204 -0.042 -0.140 0.060 0.006 -0.047 -0.097 0.030 -0.015 0.025 0.209 -0.026 -0.013 -0.074 0.027 -0.007 0.330 -0.098 | -| DDstar_p | 0.006 0.274 -0.101 0.011 -0.117 1.000 0.219 0.017 -0.138 0.078 0.034 0.183 0.024 -0.033 0.205 -0.001 0.398 -0.033 -0.021 -0.074 0.006 -0.027 0.282 -0.270 | -| jpsi_p | 0.005 -0.009 0.208 0.028 0.204 0.219 1.000 -0.022 -0.053 0.014 0.062 -0.021 -0.021 -0.016 -0.054 0.051 0.107 -0.029 -0.036 -0.030 -0.066 -0.045 0.087 0.112 | -| psi2s_p | -0.002 -0.148 0.191 -0.003 -0.042 0.017 -0.022 1.000 -0.061 0.010 0.029 -0.412 -0.108 0.021 -0.198 0.029 0.036 -0.008 -0.006 -0.055 -0.007 -0.003 0.012 -0.006 | -| p4040_s | -0.006 -0.535 0.331 -0.031 -0.140 -0.138 -0.053 -0.061 1.000 0.027 0.009 0.077 -0.208 0.202 -0.251 0.001 -0.024 -0.013 -0.001 0.236 0.030 0.019 -0.154 0.124 | -| rho_s | 0.016 0.011 0.032 -0.086 0.060 0.078 0.014 0.010 0.027 1.000 0.000 0.031 0.015 0.033 0.005 0.001 -0.182 -0.414 -0.178 0.042 0.308 -0.063 0.039 0.054 | -| DDstar_s | 0.001 0.051 -0.002 0.001 0.006 0.034 0.062 0.029 0.009 0.000 1.000 0.027 0.038 -0.000 0.032 -0.002 -0.003 0.000 0.000 0.008 0.000 0.000 0.025 0.007 | -| p3770_s | -0.004 0.015 -0.172 -0.017 -0.047 0.183 -0.021 -0.412 0.077 0.031 0.027 1.000 -0.008 0.012 -0.046 0.028 0.078 -0.015 -0.007 0.013 0.046 0.000 -0.221 -0.118 | -| p4415_p | -0.006 0.297 -0.046 -0.027 -0.097 0.024 -0.021 -0.108 -0.208 0.015 0.038 -0.008 1.000 -0.152 0.201 0.019 -0.094 -0.009 -0.000 -0.219 0.028 0.017 0.067 0.167 | -| p4415_s | -0.002 -0.065 0.205 -0.010 0.030 -0.033 -0.016 0.021 0.202 0.033 -0.000 0.012 -0.152 1.000 -0.053 -0.000 0.121 -0.014 -0.006 0.316 0.021 -0.001 -0.066 -0.073 | -| p4040_p | -0.002 0.395 -0.367 -0.002 -0.015 0.205 -0.054 -0.198 -0.251 0.005 0.032 -0.046 0.201 -0.053 1.000 0.026 0.029 -0.004 -0.004 0.186 0.017 -0.005 0.221 -0.109 | -| Dbar_s | 0.001 0.033 0.003 -0.000 0.025 -0.001 0.051 0.029 0.001 0.001 -0.002 0.028 0.019 -0.000 0.026 1.000 -0.001 -0.000 0.000 0.002 0.001 0.000 0.036 0.005 | -| bplus_1 | -0.003 0.033 -0.197 0.030 0.209 0.398 0.107 0.036 -0.024 -0.182 -0.003 0.078 -0.094 0.121 0.029 -0.001 1.000 0.088 0.055 0.006 -0.808 0.063 0.154 -0.314 | -| omega_s | -0.102 -0.007 -0.021 0.022 -0.026 -0.033 -0.029 -0.008 -0.013 -0.414 0.000 -0.015 -0.009 -0.014 -0.004 -0.000 0.088 1.000 0.822 -0.020 -0.137 0.206 -0.020 -0.027 | -| omega_p | -0.099 -0.006 -0.001 0.004 -0.013 -0.021 -0.036 -0.006 -0.001 -0.178 0.000 -0.007 -0.000 -0.006 -0.004 0.000 0.055 0.822 1.000 -0.004 -0.081 0.092 -0.015 0.016 | -| p4160_s | -0.006 -0.236 0.293 -0.035 -0.074 -0.074 -0.030 -0.055 0.236 0.042 0.008 0.013 -0.219 0.316 0.186 0.002 0.006 -0.020 -0.004 1.000 0.045 0.018 -0.086 0.128 | -| bplus_0 | -0.001 0.020 0.001 -0.044 0.027 0.006 -0.066 -0.007 0.030 0.308 0.000 0.046 0.028 0.021 0.017 0.001 -0.808 -0.137 -0.081 0.045 1.000 -0.089 0.029 -0.020 | -| rho_p | -0.134 -0.006 0.036 -0.048 -0.007 -0.027 -0.045 -0.003 0.019 -0.063 0.000 0.000 0.017 -0.001 -0.005 0.000 0.063 0.206 0.092 0.018 -0.089 1.000 -0.018 0.102 | -| p3770_p | 0.004 0.245 -0.248 0.004 0.330 0.282 0.087 0.012 -0.154 0.039 0.025 -0.221 0.067 -0.066 0.221 0.036 0.154 -0.020 -0.015 -0.086 0.029 -0.018 1.000 -0.120 | -| bplus_2 | -0.019 -0.088 0.689 -0.117 -0.098 -0.270 0.112 -0.006 0.124 0.054 0.007 -0.118 0.167 -0.073 -0.109 0.005 -0.314 -0.027 0.016 0.128 -0.020 0.102 -0.120 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14913503963811436}), (, {'error': 0.09378882061104843}), (, {'error': 0.2173960790561193}), (, {'error': 0.9281119782115059}), (, {'error': 0.3264033626971963}), (, {'error': 0.3437513464524964}), (, {'error': 0.026464022269060195}), (, {'error': 0.031817390296627224}), (, {'error': 0.16630531367614187}), (, {'error': 0.3745500562491974}), (, {'error': 0.022290637386187445}), (, {'error': 0.23055666062861335}), (, {'error': 0.14619127955048583}), (, {'error': 0.1903836329607259}), (, {'error': 0.16256726539190725}), (, {'error': 0.01834265396281276}), (, {'error': 0.03823623957648192}), (, {'error': 1.61342356833753}), (, {'error': 0.4214534863886348}), (, {'error': 0.1683624455368773}), (, {'error': 0.018318244332779843}), (, {'error': 0.6266841832364798}), (, {'error': 0.10801385650534989}), (, {'error': 0.08018686634941785})]) -Toy 6/25 -Time taken: 24 min, 14 s -Projected time left: 1 h, 16 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1324 (1324 total) | -| EDM = 2.36E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297319.396965211 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.82 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.12 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.20 | 0.19 | | | -1.5 | 1.5 | | -| 3 | phi_s | 15.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.611 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.903 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.78 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.93 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.31 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.38 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.33 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 21| rho_p | -0.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.47 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.15 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.001 0.001 0.536 0.006 0.003 -0.022 -0.001 0.005 -0.003 0.001 0.002 0.003 0.002 0.000 0.001 0.016 -0.046 -0.028 0.005 -0.023 0.089 -0.003 -0.017 | -| p4160_p | -0.001 1.000 -0.315 -0.003 -0.009 0.068 -0.046 -0.160 -0.531 -0.011 0.049 -0.033 0.283 -0.075 0.193 0.032 0.029 -0.004 -0.007 -0.157 0.006 0.003 0.180 -0.031 | -| Ctt | 0.001 -0.315 1.000 -0.044 -0.307 -0.049 0.221 0.247 0.344 -0.044 -0.009 -0.112 0.018 0.174 -0.213 -0.000 0.072 -0.008 -0.007 0.267 0.034 0.108 -0.228 -0.658 | -| phi_s | 0.536 -0.003 -0.044 1.000 -0.017 -0.009 0.014 -0.007 -0.023 -0.035 0.000 -0.016 -0.024 -0.006 -0.009 0.000 -0.080 0.003 -0.018 -0.030 0.086 0.096 0.003 0.087 | -| Dbar_p | 0.006 -0.009 -0.307 -0.017 1.000 -0.150 0.228 -0.012 -0.066 0.040 -0.000 -0.047 -0.078 0.062 -0.095 0.027 -0.081 0.000 0.017 -0.046 -0.048 0.033 0.281 0.041 | -| DDstar_p | 0.003 0.068 -0.049 -0.009 -0.150 1.000 0.008 -0.066 -0.144 0.097 0.044 0.112 -0.118 0.012 0.021 0.005 -0.195 0.005 0.034 -0.059 -0.084 0.004 0.175 0.259 | -| jpsi_p | -0.022 -0.046 0.221 0.014 0.228 0.008 1.000 -0.008 -0.013 0.004 0.059 -0.057 -0.022 -0.008 -0.092 0.050 -0.071 -0.013 -0.017 -0.021 0.095 -0.087 0.040 -0.136 | -| psi2s_p | -0.001 -0.160 0.247 -0.007 -0.012 -0.066 -0.008 1.000 0.015 0.006 0.025 -0.456 -0.087 0.043 -0.220 0.028 0.016 -0.004 0.000 -0.041 -0.014 0.008 0.002 -0.048 | -| p4040_s | 0.005 -0.531 0.344 -0.023 -0.066 -0.144 -0.013 0.015 1.000 0.004 -0.003 0.111 -0.180 0.194 -0.192 -0.005 0.032 -0.003 0.005 0.097 -0.042 0.053 -0.150 -0.103 | -| rho_s | -0.003 -0.011 -0.044 -0.035 0.040 0.097 0.004 0.006 0.004 1.000 0.003 0.001 -0.020 0.027 -0.006 -0.000 0.340 0.135 0.482 -0.000 -0.400 0.085 0.005 0.112 | -| DDstar_s | 0.001 0.049 -0.009 0.000 -0.000 0.044 0.059 0.025 -0.003 0.003 1.000 0.030 0.028 -0.003 0.026 -0.001 -0.010 0.000 0.001 0.003 0.000 -0.001 0.028 0.009 | -| p3770_s | 0.002 -0.033 -0.112 -0.016 -0.047 0.112 -0.057 -0.456 0.111 0.001 0.030 1.000 -0.014 0.030 -0.058 0.030 -0.039 -0.005 -0.000 0.033 -0.013 0.030 -0.195 0.043 | -| p4415_p | 0.003 0.283 0.018 -0.024 -0.078 -0.118 -0.022 -0.087 -0.180 -0.020 0.028 -0.014 1.000 -0.157 0.150 0.016 0.097 -0.007 -0.005 -0.140 -0.022 0.058 0.038 -0.229 | -| p4415_s | 0.002 -0.075 0.174 -0.006 0.062 0.012 -0.008 0.043 0.194 0.027 -0.003 0.030 -0.157 1.000 0.005 -0.002 -0.081 0.001 0.011 0.325 -0.026 0.008 -0.060 0.123 | -| p4040_p | 0.000 0.193 -0.213 -0.009 -0.095 0.021 -0.092 -0.220 -0.192 -0.006 0.026 -0.058 0.150 0.005 1.000 0.020 0.045 -0.004 -0.003 0.316 -0.018 0.016 0.147 -0.023 | -| Dbar_s | 0.001 0.032 -0.000 0.000 0.027 0.005 0.050 0.028 -0.005 -0.000 -0.001 0.030 0.016 -0.002 0.020 1.000 -0.003 0.000 0.000 -0.001 0.001 0.000 0.034 0.002 | -| bplus_1 | 0.016 0.029 0.072 -0.080 -0.081 -0.195 -0.071 0.016 0.032 0.340 -0.010 -0.039 0.097 -0.081 0.045 -0.003 1.000 0.018 0.133 0.004 -0.924 0.011 -0.108 -0.142 | -| omega_s | -0.046 -0.004 -0.008 0.003 0.000 0.005 -0.013 -0.004 -0.003 0.135 0.000 -0.005 -0.007 0.001 -0.004 0.000 0.018 1.000 0.801 -0.005 -0.021 0.033 -0.001 0.023 | -| omega_p | -0.028 -0.007 -0.007 -0.018 0.017 0.034 -0.017 0.000 0.005 0.482 0.001 -0.000 -0.005 0.011 -0.003 0.000 0.133 0.801 1.000 0.004 -0.155 0.069 -0.001 0.025 | -| p4160_s | 0.005 -0.157 0.267 -0.030 -0.046 -0.059 -0.021 -0.041 0.097 -0.000 0.003 0.033 -0.140 0.325 0.316 -0.001 0.004 -0.005 0.004 1.000 -0.034 0.072 -0.053 -0.134 | -| bplus_0 | -0.023 0.006 0.034 0.086 -0.048 -0.084 0.095 -0.014 -0.042 -0.400 0.000 -0.013 -0.022 -0.026 -0.018 0.001 -0.924 -0.021 -0.155 -0.034 1.000 -0.029 0.037 -0.065 | -| rho_p | 0.089 0.003 0.108 0.096 0.033 0.004 -0.087 0.008 0.053 0.085 -0.001 0.030 0.058 0.008 0.016 0.000 0.011 0.033 0.069 0.072 -0.029 1.000 -0.015 -0.269 | -| p3770_p | -0.003 0.180 -0.228 0.003 0.281 0.175 0.040 0.002 -0.150 0.005 0.028 -0.195 0.038 -0.060 0.147 0.034 -0.108 -0.001 -0.001 -0.053 0.037 -0.015 1.000 0.072 | -| bplus_2 | -0.017 -0.031 -0.658 0.087 0.041 0.259 -0.136 -0.048 -0.103 0.112 0.009 0.043 -0.229 0.123 -0.023 0.002 -0.142 0.023 0.025 -0.134 -0.065 -0.269 0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18773658837198948}), (, {'error': 0.09611573756862679}), (, {'error': 0.19449303640904847}), (, {'error': 1.0050546255978139}), (, {'error': 0.31974507672767416}), (, {'error': 0.33972800486237054}), (, {'error': 0.024097144667517334}), (, {'error': 0.030810883066997974}), (, {'error': 0.17832256841356203}), (, {'error': 0.3441119310381356}), (, {'error': 0.02722664022236071}), (, {'error': 0.2330677387578084}), (, {'error': 0.15660241825835364}), (, {'error': 0.19717602765718956}), (, {'error': 0.23471480946802337}), (, {'error': 0.020872923164562046}), (, {'error': 0.06446051114714146}), (, {'error': 3.8705166154323614}), (, {'error': 0.336806294564973}), (, {'error': 0.1744245150003847}), (, {'error': 0.034002963654454876}), (, {'error': 0.5209604857817336}), (, {'error': 0.10803562007390521}), (, {'error': 0.0878996624999222})]) -Toy 7/25 -Time taken: 29 min, 21 s -Projected time left: 1 h, 15 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=868 (868 total) | -| EDM = 4.25E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297180.6906466651 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.46 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.06 | 0.17 | | | -1.5 | 1.5 | | -| 3 | phi_s | 19.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -1.05 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -2.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.746 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.899 | 0.029 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.69 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 11| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.39 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.99 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.91 | 0.07 | | | -2 | 2 | | -| 17| omega_s | 7.3 | 1.5 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.96 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 21| rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -6.283 | 0.025 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.17 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.000 0.005 0.259 -0.000 -0.001 -0.004 -0.000 0.001 -0.006 -0.000 -0.000 0.002 0.000 0.001 -0.000 -0.002 0.013 0.018 0.003 0.001 0.044 0.000 -0.013 | -| p4160_p | 0.000 1.000 -0.289 -0.000 0.128 -0.294 0.167 -0.062 -0.467 -0.045 0.022 0.001 0.336 0.004 0.069 0.021 0.051 0.018 0.007 -0.110 0.054 0.009 -0.007 -0.150 | -| Ctt | 0.005 -0.289 1.000 -0.062 -0.303 0.038 -0.339 0.189 0.348 -0.033 -0.009 0.001 -0.059 0.198 -0.111 0.011 0.074 0.007 0.010 0.243 -0.018 0.126 0.011 -0.611 | -| phi_s | 0.259 -0.000 -0.062 1.000 -0.021 -0.032 -0.027 -0.013 -0.016 -0.078 -0.002 0.000 -0.019 -0.014 -0.017 0.001 -0.127 0.088 0.052 -0.034 0.141 0.037 0.000 0.109 | -| Dbar_p | -0.000 0.128 -0.303 -0.021 1.000 -0.105 0.349 0.152 -0.047 0.044 -0.010 0.004 0.004 0.010 -0.030 0.015 -0.073 -0.019 -0.005 -0.069 -0.060 0.022 -0.015 0.118 | -| DDstar_p | -0.001 -0.294 0.038 -0.032 -0.105 1.000 -0.430 -0.284 -0.044 0.079 0.039 0.002 -0.320 0.025 -0.233 0.017 -0.136 -0.039 -0.016 -0.089 -0.106 0.034 0.005 0.205 | -| jpsi_p | -0.004 0.167 -0.339 -0.027 0.349 -0.430 1.000 0.176 -0.003 0.003 0.012 -0.001 0.117 -0.035 0.068 0.026 0.061 -0.013 -0.008 -0.025 -0.047 0.006 -0.006 0.076 | -| psi2s_p | -0.000 -0.062 0.189 -0.013 0.152 -0.284 0.176 1.000 0.158 -0.018 0.011 0.005 -0.004 0.045 -0.147 0.029 0.001 0.004 0.002 -0.002 0.018 0.021 0.006 -0.085 | -| p4040_s | 0.001 -0.467 0.348 -0.016 -0.047 -0.044 -0.003 0.158 1.000 0.015 -0.014 -0.003 -0.216 0.112 -0.193 -0.012 -0.006 -0.006 0.000 -0.059 -0.041 0.027 0.001 0.004 | -| rho_s | -0.006 -0.045 -0.033 -0.078 0.044 0.079 0.003 -0.018 0.015 1.000 0.010 -0.000 -0.045 0.029 -0.027 0.001 0.318 -0.356 -0.023 -0.002 -0.363 0.074 0.001 0.132 | -| DDstar_s | -0.000 0.022 -0.009 -0.002 -0.010 0.039 0.012 0.011 -0.014 0.010 1.000 0.000 0.002 -0.004 0.007 0.000 -0.017 -0.004 -0.002 -0.006 -0.010 0.001 -0.001 0.029 | -| p3770_s | -0.000 0.001 0.001 0.000 0.004 0.002 -0.001 0.005 -0.003 -0.000 0.000 1.000 0.000 -0.000 0.001 -0.000 -0.001 -0.000 -0.000 -0.001 0.001 0.000 -0.001 -0.001 | -| p4415_p | 0.002 0.336 -0.059 -0.019 0.004 -0.320 0.117 -0.004 -0.216 -0.045 0.002 0.000 1.000 -0.150 0.124 0.009 0.097 0.018 0.010 -0.169 0.019 0.046 -0.004 -0.260 | -| p4415_s | 0.000 0.004 0.198 -0.014 0.010 0.025 -0.035 0.045 0.112 0.029 -0.004 -0.000 -0.150 1.000 0.096 -0.005 -0.058 -0.012 -0.004 0.293 -0.045 0.014 0.002 0.130 | -| p4040_p | 0.001 0.069 -0.111 -0.017 -0.030 -0.233 0.068 -0.147 -0.193 -0.027 0.007 0.001 0.124 0.096 1.000 0.015 0.058 0.010 0.006 0.387 -0.000 0.035 -0.005 -0.114 | -| Dbar_s | -0.000 0.021 0.011 0.001 0.015 0.017 0.026 0.029 -0.012 0.001 0.000 -0.000 0.009 -0.005 0.015 1.000 -0.001 0.000 0.000 -0.003 0.000 -0.002 -0.001 0.007 | -| bplus_1 | -0.002 0.051 0.074 -0.127 -0.073 -0.136 0.061 0.001 -0.006 0.318 -0.017 -0.001 0.097 -0.058 0.058 -0.001 1.000 -0.148 -0.051 0.011 -0.936 0.030 0.002 -0.128 | -| omega_s | 0.013 0.018 0.007 0.088 -0.019 -0.039 -0.013 0.004 -0.006 -0.356 -0.004 -0.000 0.018 -0.012 0.010 0.000 -0.148 1.000 0.772 -0.000 0.165 0.027 -0.000 -0.055 | -| omega_p | 0.018 0.007 0.010 0.052 -0.005 -0.016 -0.008 0.002 0.000 -0.023 -0.002 -0.000 0.010 -0.004 0.006 0.000 -0.051 0.772 1.000 0.004 0.056 -0.038 -0.000 -0.040 | -| p4160_s | 0.003 -0.110 0.243 -0.034 -0.069 -0.089 -0.025 -0.002 -0.059 -0.002 -0.006 -0.001 -0.169 0.293 0.387 -0.003 0.011 -0.000 0.004 1.000 -0.041 0.061 0.000 -0.082 | -| bplus_0 | 0.001 0.054 -0.018 0.141 -0.060 -0.106 -0.047 0.018 -0.041 -0.363 -0.010 0.001 0.019 -0.045 -0.000 0.000 -0.936 0.165 0.056 -0.041 1.000 -0.052 -0.002 -0.062 | -| rho_p | 0.044 0.009 0.126 0.037 0.022 0.034 0.006 0.021 0.027 0.074 0.001 0.000 0.046 0.014 0.035 -0.002 0.030 0.027 -0.038 0.061 -0.052 1.000 0.000 -0.280 | -| p3770_p | 0.000 -0.007 0.011 0.000 -0.015 0.005 -0.006 0.006 0.001 0.001 -0.001 -0.001 -0.004 0.002 -0.005 -0.001 0.002 -0.000 -0.000 0.000 -0.002 0.000 1.000 -0.000 | -| bplus_2 | -0.013 -0.150 -0.611 0.109 0.118 0.205 0.076 -0.085 0.004 0.132 0.029 -0.001 -0.260 0.130 -0.114 0.007 -0.128 -0.055 -0.040 -0.082 -0.062 -0.280 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16184634559193878}), (, {'error': 0.11029108037072688}), (, {'error': 0.1665728695509312}), (, {'error': 0.9130734347438967}), (, {'error': 0.302288209312644}), (, {'error': 0.34795988228660457}), (, {'error': 0.025730538519894264}), (, {'error': 0.02892743611315307}), (, {'error': 0.17664293128105873}), (, {'error': 0.3236767311788334}), (, {'error': 0.024967243896825864}), (, {'error': 0.009192421825166497}), (, {'error': 0.1754290812612498}), (, {'error': 0.1907794308973465}), (, {'error': 0.2487615618444594}), (, {'error': 0.016444060742444255}), (, {'error': 0.06502319738393081}), (, {'error': 1.542447123163865}), (, {'error': 0.334939977067477}), (, {'error': 0.17066178709310897}), (, {'error': 0.032765782570305935}), (, {'error': 0.34665144399463754}), (, {'error': 0.02531049539519703}), (, {'error': 0.08442972808402849})]) -Toy 8/25 -Time taken: 33 min, 37 s -Projected time left: 1 h, 11 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=886 (886 total) | -| EDM = 0.00808 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297141.83872126037 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -0.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 3.91 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.32 | 0.24 | | | -1.5 | 1.5 | | -| 3 | phi_s | 16.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -6.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 6.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.630 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.18 | 0.13 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.77 | 0.29 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.17 | 0.11 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.71 | 0.30 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.53 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.44 | 0.16 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.86 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.28 | 0.55 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.888 | 0.020 | | | -2 | 2 | | -| 17| omega_s | 7.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.22 | 0.25 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.19 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.474 | 0.010 | | | -2 | 2 | | -| 21| rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.19 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.28 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.016 0.021 0.498 -0.026 -0.014 0.013 0.015 0.007 0.030 0.021 0.021 0.016 -0.005 0.020 -0.024 -0.017 -0.041 -0.006 0.011 -0.014 -0.023 -0.016 -0.010 | -| p4160_p | 0.016 1.000 0.481 0.036 -0.636 -0.266 0.450 0.366 -0.145 -0.137 0.553 0.487 0.503 -0.118 0.521 -0.583 -0.533 0.051 0.020 0.158 -0.521 0.004 -0.256 -0.441 | -| Ctt | 0.021 0.481 1.000 0.056 -0.847 -0.568 0.456 0.597 0.265 -0.203 0.823 0.687 0.529 -0.124 0.662 -0.907 -0.791 0.077 0.028 0.417 -0.777 0.008 -0.584 -0.602 | -| phi_s | 0.498 0.036 0.056 1.000 -0.063 -0.035 0.019 0.037 0.004 0.025 0.058 0.043 0.030 -0.016 0.045 -0.065 -0.062 0.010 0.019 0.013 -0.063 -0.031 -0.041 -0.097 | -| Dbar_p | -0.026 -0.636 -0.847 -0.063 1.000 0.659 -0.643 -0.611 -0.161 0.209 -0.812 -0.773 -0.569 0.219 -0.769 0.895 0.791 -0.082 -0.031 -0.339 0.781 -0.009 0.472 0.741 | -| DDstar_p | -0.014 -0.266 -0.568 -0.035 0.659 1.000 -0.252 -0.305 -0.074 0.138 -0.545 -0.443 -0.272 0.124 -0.416 0.604 0.529 -0.051 -0.019 -0.208 0.519 -0.004 0.401 0.479 | -| jpsi_p | 0.013 0.450 0.456 0.019 -0.643 -0.252 1.000 0.443 0.118 -0.124 0.461 0.527 0.379 -0.157 0.500 -0.544 -0.468 0.038 0.016 0.196 -0.458 -0.000 -0.264 -0.477 | -| psi2s_p | 0.015 0.366 0.597 0.037 -0.611 -0.305 0.443 1.000 0.107 -0.130 0.497 0.363 0.337 -0.127 0.422 -0.570 -0.492 0.050 0.018 0.184 -0.485 0.005 -0.312 -0.474 | -| p4040_s | 0.007 -0.145 0.265 0.004 -0.161 -0.074 0.118 0.107 1.000 -0.037 0.129 0.212 0.022 0.040 0.076 -0.206 -0.145 0.013 0.008 0.027 -0.141 -0.005 -0.156 -0.159 | -| rho_s | 0.030 -0.137 -0.203 0.025 0.209 0.138 -0.124 -0.130 -0.037 1.000 -0.191 -0.171 -0.130 0.058 -0.173 0.228 0.209 -0.223 0.067 -0.079 0.245 -0.145 0.147 0.209 | -| DDstar_s | 0.021 0.553 0.823 0.058 -0.812 -0.545 0.461 0.497 0.129 -0.191 1.000 0.688 0.502 -0.235 0.688 -0.904 -0.717 0.075 0.025 0.309 -0.708 0.011 -0.546 -0.703 | -| p3770_s | 0.021 0.487 0.687 0.043 -0.773 -0.443 0.527 0.363 0.212 -0.171 0.688 1.000 0.471 -0.163 0.593 -0.757 -0.650 0.064 0.025 0.309 -0.637 0.003 -0.539 -0.600 | -| p4415_p | 0.016 0.503 0.529 0.030 -0.569 -0.272 0.379 0.337 0.022 -0.130 0.502 0.471 1.000 -0.198 0.515 -0.582 -0.515 0.048 0.021 0.150 -0.503 -0.001 -0.320 -0.411 | -| p4415_s | -0.005 -0.118 -0.124 -0.016 0.219 0.124 -0.157 -0.127 0.040 0.058 -0.235 -0.163 -0.198 1.000 -0.146 0.213 0.246 -0.022 -0.008 0.109 0.240 -0.002 0.100 0.112 | -| p4040_p | 0.020 0.521 0.662 0.045 -0.769 -0.416 0.500 0.422 0.076 -0.173 0.688 0.593 0.515 -0.146 1.000 -0.756 -0.665 0.065 0.025 0.446 -0.651 0.004 -0.396 -0.586 | -| Dbar_s | -0.024 -0.583 -0.907 -0.065 0.895 0.604 -0.544 -0.570 -0.206 0.228 -0.904 -0.757 -0.582 0.213 -0.756 1.000 0.873 -0.088 -0.031 -0.396 0.859 -0.010 0.658 0.781 | -| bplus_1 | -0.017 -0.533 -0.791 -0.062 0.791 0.529 -0.468 -0.492 -0.145 0.209 -0.717 -0.650 -0.515 0.246 -0.665 0.873 1.000 -0.079 -0.023 -0.310 0.656 -0.019 0.575 0.626 | -| omega_s | -0.041 0.051 0.077 0.010 -0.082 -0.051 0.038 0.050 0.013 -0.223 0.075 0.064 0.048 -0.022 0.065 -0.088 -0.079 1.000 0.627 0.028 -0.087 -0.063 -0.057 -0.089 | -| omega_p | -0.006 0.020 0.028 0.019 -0.031 -0.019 0.016 0.018 0.008 0.067 0.025 0.025 0.021 -0.008 0.025 -0.031 -0.023 0.627 1.000 0.015 -0.025 -0.004 -0.021 -0.009 | -| p4160_s | 0.011 0.158 0.417 0.013 -0.339 -0.208 0.196 0.184 0.027 -0.079 0.309 0.309 0.150 0.109 0.446 -0.396 -0.310 0.028 0.015 1.000 -0.301 -0.005 -0.266 -0.281 | -| bplus_0 | -0.014 -0.521 -0.777 -0.063 0.781 0.519 -0.458 -0.485 -0.141 0.245 -0.708 -0.637 -0.503 0.240 -0.651 0.859 0.656 -0.087 -0.025 -0.301 1.000 -0.017 0.569 0.619 | -| rho_p | -0.023 0.004 0.008 -0.031 -0.009 -0.004 -0.000 0.005 -0.005 -0.145 0.011 0.003 -0.001 -0.002 0.004 -0.010 -0.019 -0.063 -0.004 -0.005 -0.017 1.000 -0.004 -0.052 | -| p3770_p | -0.016 -0.256 -0.584 -0.041 0.472 0.401 -0.264 -0.312 -0.156 0.147 -0.546 -0.539 -0.320 0.100 -0.396 0.658 0.575 -0.057 -0.021 -0.266 0.569 -0.004 1.000 0.508 | -| bplus_2 | -0.010 -0.441 -0.602 -0.097 0.741 0.479 -0.477 -0.474 -0.159 0.209 -0.703 -0.600 -0.411 0.112 -0.586 0.781 0.626 -0.089 -0.009 -0.281 0.619 -0.052 0.508 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17533902911333765}), (, {'error': 0.10024060299214543}), (, {'error': 0.2427157817000425}), (, {'error': 0.8070654022308501}), (, {'error': 0.6863554862998766}), (, {'error': 0.5299594275321979}), (, {'error': 0.02680068722299156}), (, {'error': 0.03311238509572245}), (, {'error': 0.13270221864643328}), (, {'error': 0.28981878414538703}), (, {'error': 0.11289304345715223}), (, {'error': 0.29675236479684974}), (, {'error': 0.15145265847645528}), (, {'error': 0.1552694972452351}), (, {'error': 0.19665760043602054}), (, {'error': 0.5491077896144995}), (, {'error': 0.02041715530631838}), (, {'error': 0.9537189059728135}), (, {'error': 0.2455660250722378}), (, {'error': 0.14046291141689604}), (, {'error': 0.010410344949944417}), (, {'error': 0.3749518881901306}), (, {'error': 0.12172159303778418}), (, {'error': 0.07030042559654082})]) -Toy 9/25 -Time taken: 37 min, 59 s -Projected time left: 1 h, 7 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1511 (1511 total) | -| EDM = 0.000205 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297326.75390290585 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.73 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.33 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.44 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_s | 16.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -1.32 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.631 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.912 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.14 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.59 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.35 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.24 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | 3.65 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 17| omega_s | 6.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 6.28 | 0.32 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.35 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 21| rho_p | -6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.23 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.002 0.016 0.442 0.007 -0.002 -0.036 -0.001 0.009 0.076 0.001 0.006 0.012 0.001 0.005 0.001 0.001 0.030 0.003 0.014 -0.007 0.109 -0.006 -0.052 | -| p4160_p | 0.002 1.000 -0.263 -0.003 -0.057 0.033 -0.072 -0.168 -0.528 0.003 0.046 -0.046 0.258 -0.036 0.121 0.028 0.032 0.019 -0.001 -0.190 0.009 0.031 0.146 -0.050 | -| Ctt | 0.016 -0.263 1.000 -0.024 -0.307 -0.061 0.230 0.242 0.351 0.062 -0.007 -0.075 0.057 0.161 -0.144 -0.001 0.025 0.098 -0.010 0.297 0.086 0.187 -0.226 -0.661 | -| phi_s | 0.442 -0.003 -0.024 1.000 -0.020 -0.023 0.003 -0.006 -0.015 0.064 -0.000 -0.012 -0.014 -0.009 -0.010 -0.000 -0.120 0.118 -0.014 -0.021 0.130 0.162 -0.002 0.027 | -| Dbar_p | 0.007 -0.057 -0.307 -0.020 1.000 -0.153 0.169 -0.053 -0.012 0.048 0.002 -0.082 -0.101 0.063 -0.124 0.023 -0.070 -0.025 0.003 -0.030 -0.060 -0.008 0.266 0.050 | -| DDstar_p | -0.002 0.033 -0.061 -0.023 -0.153 1.000 0.014 -0.072 -0.114 0.049 0.038 0.092 -0.136 0.011 -0.020 0.003 -0.136 -0.096 0.012 -0.071 -0.128 -0.113 0.185 0.275 | -| jpsi_p | -0.036 -0.072 0.230 0.003 0.169 0.014 1.000 -0.019 0.024 -0.075 0.055 -0.055 -0.031 -0.007 -0.109 0.045 -0.014 -0.081 0.012 -0.015 0.046 -0.147 0.005 -0.094 | -| psi2s_p | -0.001 -0.168 0.242 -0.006 -0.053 -0.072 -0.019 1.000 0.074 0.007 0.022 -0.409 -0.079 0.041 -0.222 0.023 0.024 -0.006 0.001 -0.017 -0.015 -0.002 -0.039 -0.036 | -| p4040_s | 0.009 -0.528 0.351 -0.015 -0.012 -0.114 0.024 0.074 1.000 0.039 -0.004 0.130 -0.183 0.169 -0.200 -0.005 -0.010 0.020 -0.002 0.092 -0.014 0.053 -0.144 -0.092 | -| rho_s | 0.076 0.003 0.062 0.064 0.048 0.049 -0.075 0.007 0.039 1.000 0.001 0.025 0.039 0.018 0.019 0.001 0.155 -0.098 0.058 0.056 -0.197 0.279 -0.008 -0.142 | -| DDstar_s | 0.001 0.046 -0.007 -0.000 0.002 0.038 0.055 0.022 -0.004 0.001 1.000 0.025 0.022 -0.002 0.029 -0.001 -0.008 -0.002 0.000 0.001 -0.001 -0.003 0.033 0.007 | -| p3770_s | 0.006 -0.046 -0.075 -0.012 -0.082 0.092 -0.055 -0.409 0.130 0.025 0.025 1.000 -0.013 0.031 -0.046 0.022 -0.039 0.019 -0.001 0.046 -0.002 0.044 -0.261 0.016 | -| p4415_p | 0.012 0.258 0.057 -0.014 -0.101 -0.136 -0.031 -0.079 -0.183 0.039 0.022 -0.013 1.000 -0.141 0.106 0.011 0.065 0.055 -0.005 -0.166 0.011 0.106 0.014 -0.239 | -| p4415_s | 0.001 -0.036 0.161 -0.009 0.063 0.011 -0.007 0.041 0.169 0.018 -0.002 0.031 -0.141 1.000 0.042 -0.001 -0.067 -0.025 0.003 0.315 -0.038 -0.027 -0.059 0.127 | -| p4040_p | 0.005 0.121 -0.144 -0.010 -0.124 -0.020 -0.109 -0.222 -0.200 0.019 0.029 -0.046 0.106 0.042 1.000 0.020 0.040 0.019 -0.001 0.315 -0.016 0.040 0.095 -0.036 | -| Dbar_s | 0.001 0.028 -0.001 -0.000 0.023 0.003 0.045 0.023 -0.005 0.001 -0.001 0.022 0.011 -0.001 0.020 1.000 -0.004 0.001 -0.000 -0.001 0.001 0.001 0.039 0.000 | -| bplus_1 | 0.001 0.032 0.025 -0.120 -0.070 -0.136 -0.014 0.024 -0.010 0.155 -0.008 -0.039 0.065 -0.067 0.040 -0.004 1.000 -0.317 0.035 -0.026 -0.929 -0.360 -0.095 0.052 | -| omega_s | 0.030 0.019 0.098 0.118 -0.025 -0.096 -0.081 -0.006 0.020 -0.098 -0.002 0.019 0.055 -0.025 0.019 0.001 -0.317 1.000 -0.269 0.036 0.353 0.673 -0.018 -0.274 | -| omega_p | 0.003 -0.001 -0.010 -0.014 0.003 0.012 0.012 0.001 -0.002 0.058 0.000 -0.001 -0.005 0.003 -0.001 -0.000 0.035 -0.269 1.000 -0.003 -0.039 -0.046 0.003 0.028 | -| p4160_s | 0.014 -0.190 0.297 -0.021 -0.030 -0.071 -0.015 -0.017 0.092 0.056 0.001 0.046 -0.166 0.315 0.315 -0.001 -0.026 0.036 -0.003 1.000 -0.011 0.086 -0.077 -0.128 | -| bplus_0 | -0.007 0.009 0.086 0.130 -0.060 -0.128 0.046 -0.015 -0.014 -0.197 -0.001 -0.002 0.011 -0.038 -0.016 0.001 -0.929 0.353 -0.039 -0.011 1.000 0.394 0.020 -0.250 | -| rho_p | 0.109 0.031 0.187 0.162 -0.008 -0.113 -0.147 -0.002 0.053 0.279 -0.003 0.044 0.106 -0.027 0.040 0.001 -0.360 0.673 -0.046 0.086 0.394 1.000 -0.029 -0.483 | -| p3770_p | -0.006 0.146 -0.226 -0.002 0.266 0.185 0.005 -0.039 -0.144 -0.008 0.033 -0.261 0.014 -0.059 0.095 0.039 -0.095 -0.018 0.003 -0.077 0.020 -0.029 1.000 0.078 | -| bplus_2 | -0.052 -0.050 -0.661 0.027 0.050 0.275 -0.094 -0.036 -0.092 -0.142 0.007 0.016 -0.239 0.127 -0.036 0.000 0.052 -0.274 0.028 -0.128 -0.250 -0.483 0.078 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1740166882388543}), (, {'error': 0.0907076834106113}), (, {'error': 0.19902463296238004}), (, {'error': 0.9493724804503954}), (, {'error': 0.3052771953858464}), (, {'error': 0.31779313024482736}), (, {'error': 0.023996852010748526}), (, {'error': 0.031152731279195933}), (, {'error': 0.17867206975348787}), (, {'error': 0.35952068630204237}), (, {'error': 0.023849074913989243}), (, {'error': 0.2311717696827107}), (, {'error': 0.17248874132742698}), (, {'error': 0.1971328584780092}), (, {'error': 0.15775838157361743}), (, {'error': 0.01828325098401179}), (, {'error': 0.06293683315000309}), (, {'error': 1.2229555825574354}), (, {'error': 0.3158857585208601}), (, {'error': 0.1775363749346699}), (, {'error': 0.034549641329847613}), (, {'error': 1.1327911235734986}), (, {'error': 0.08826878077495426}), (, {'error': 0.09452965220856457})]) -Toy 10/25 -Time taken: 43 min, 48 s -Projected time left: 1 h, 5 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1525 (1525 total) | -| EDM = 3.05E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297000.44688398525 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.19 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.31 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.16 | 0.30 | | | -1.5 | 1.5 | | -| 3 | phi_s | 17.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -2.4 | 3.2 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.645 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.82 | 0.16 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.18 | 0.13 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.36 | 0.30 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.35 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.31 | 0.18 | | |0.126447 | 2.35355 | | -| 14| p4040_p | 3.65 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.11 | 0.48 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.803 | 0.023 | | | -2 | 2 | | -| 17| omega_s | 6.4 | 1.7 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.30 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.427 | 0.011 | | | -2 | 2 | | -| 21| rho_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.91 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.23 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.002 0.005 0.574 -0.007 -0.002 -0.007 0.002 0.003 0.023 0.006 0.004 0.003 -0.001 0.004 0.006 -0.004 -0.026 -0.002 0.002 0.000 -0.010 -0.006 -0.003 | -| p4160_p | 0.002 1.000 0.297 0.039 -0.485 -0.221 0.274 0.225 -0.207 -0.143 0.465 0.360 0.480 -0.113 0.452 0.413 -0.363 0.063 0.036 0.042 -0.329 0.013 -0.188 -0.212 | -| Ctt | 0.005 0.297 1.000 0.075 -0.885 0.082 0.044 0.520 0.422 -0.274 0.752 0.581 0.463 -0.071 0.526 0.883 -0.715 0.122 0.070 0.386 -0.661 0.023 -0.682 -0.248 | -| phi_s | 0.574 0.039 0.075 1.000 -0.097 0.001 -0.013 0.042 0.020 -0.025 0.080 0.054 0.038 -0.022 0.056 0.096 -0.080 0.053 0.055 0.012 -0.081 -0.011 -0.073 -0.131 | -| Dbar_p | -0.007 -0.485 -0.885 -0.097 1.000 -0.098 -0.228 -0.506 -0.334 0.316 -0.824 -0.702 -0.553 0.189 -0.680 -0.951 0.781 -0.144 -0.082 -0.324 0.726 -0.029 0.705 0.519 | -| DDstar_p | -0.002 -0.221 0.082 0.001 -0.098 1.000 -0.231 -0.072 0.008 -0.034 -0.083 -0.050 -0.116 0.028 -0.072 0.027 -0.103 0.011 0.006 0.000 -0.085 0.001 -0.116 0.001 | -| jpsi_p | -0.007 0.274 0.044 -0.013 -0.228 -0.231 1.000 0.226 0.036 -0.045 0.132 0.262 0.174 -0.090 0.203 0.110 -0.094 0.002 -0.002 0.013 -0.073 0.003 -0.038 -0.200 | -| psi2s_p | 0.002 0.225 0.520 0.042 -0.506 -0.072 0.226 1.000 0.155 -0.146 0.397 0.175 0.250 -0.080 0.260 0.445 -0.359 0.064 0.036 0.117 -0.332 0.014 -0.302 -0.253 | -| p4040_s | 0.003 -0.207 0.422 0.020 -0.334 0.008 0.036 0.155 1.000 -0.097 0.220 0.305 0.044 0.063 0.099 0.352 -0.247 0.043 0.027 0.129 -0.220 0.006 -0.308 -0.156 | -| rho_s | 0.023 -0.143 -0.274 -0.025 0.316 -0.034 -0.045 -0.146 -0.097 1.000 -0.225 -0.206 -0.171 0.078 -0.209 -0.314 0.249 -0.264 -0.038 -0.087 0.331 -0.093 0.245 0.193 | -| DDstar_s | 0.006 0.465 0.752 0.080 -0.824 -0.083 0.132 0.397 0.220 -0.225 1.000 0.602 0.460 -0.206 0.590 0.847 -0.532 0.105 0.057 0.237 -0.505 0.024 -0.559 -0.465 | -| p3770_s | 0.004 0.360 0.581 0.054 -0.702 -0.050 0.262 0.175 0.305 -0.206 0.602 1.000 0.401 -0.121 0.453 0.645 -0.506 0.091 0.053 0.242 -0.458 0.017 -0.556 -0.364 | -| p4415_p | 0.003 0.480 0.463 0.038 -0.553 -0.116 0.174 0.250 0.044 -0.171 0.460 0.401 1.000 -0.209 0.466 0.527 -0.455 0.074 0.045 0.054 -0.410 0.011 -0.337 -0.176 | -| p4415_s | -0.001 -0.113 -0.071 -0.022 0.189 0.028 -0.090 -0.080 0.063 0.078 -0.206 -0.121 -0.209 1.000 -0.107 -0.177 0.217 -0.034 -0.019 0.189 0.201 -0.007 0.095 0.026 | -| p4040_p | 0.004 0.452 0.526 0.056 -0.680 -0.072 0.203 0.260 0.099 -0.209 0.590 0.453 0.466 -0.107 1.000 0.635 -0.524 0.092 0.053 0.432 -0.478 0.018 -0.391 -0.324 | -| Dbar_s | 0.006 0.413 0.883 0.096 -0.951 0.027 0.110 0.445 0.352 -0.314 0.847 0.645 0.527 -0.177 0.635 1.000 -0.781 0.142 0.079 0.337 -0.725 0.029 -0.768 -0.498 | -| bplus_1 | -0.004 -0.363 -0.715 -0.080 0.781 -0.103 -0.094 -0.359 -0.247 0.249 -0.532 -0.506 -0.455 0.217 -0.524 -0.781 1.000 -0.112 -0.060 -0.230 0.386 -0.027 0.613 0.282 | -| omega_s | -0.026 0.063 0.122 0.053 -0.144 0.011 0.002 0.064 0.043 -0.264 0.105 0.091 0.074 -0.034 0.092 0.142 -0.112 1.000 0.858 0.037 -0.138 -0.008 -0.112 -0.099 | -| omega_p | -0.002 0.036 0.070 0.055 -0.082 0.006 -0.002 0.036 0.027 -0.038 0.057 0.053 0.045 -0.019 0.053 0.079 -0.060 0.858 1.000 0.024 -0.078 0.001 -0.064 -0.036 | -| p4160_s | 0.002 0.042 0.386 0.012 -0.324 0.000 0.013 0.117 0.129 -0.087 0.237 0.242 0.054 0.189 0.432 0.337 -0.230 0.037 0.024 1.000 -0.198 0.003 -0.261 -0.107 | -| bplus_0 | 0.000 -0.329 -0.661 -0.081 0.726 -0.085 -0.073 -0.332 -0.220 0.331 -0.505 -0.458 -0.410 0.201 -0.478 -0.725 0.386 -0.138 -0.078 -0.198 1.000 -0.026 0.573 0.285 | -| rho_p | -0.010 0.013 0.023 -0.011 -0.029 0.001 0.003 0.014 0.006 -0.093 0.024 0.017 0.011 -0.007 0.018 0.029 -0.027 -0.008 0.001 0.003 -0.026 1.000 -0.021 -0.046 | -| p3770_p | -0.006 -0.188 -0.682 -0.073 0.705 -0.116 -0.038 -0.302 -0.308 0.245 -0.559 -0.556 -0.337 0.095 -0.391 -0.768 0.613 -0.112 -0.064 -0.261 0.573 -0.021 1.000 0.385 | -| bplus_2 | -0.003 -0.212 -0.248 -0.131 0.519 0.001 -0.200 -0.253 -0.156 0.193 -0.465 -0.364 -0.176 0.026 -0.324 -0.498 0.282 -0.099 -0.036 -0.107 0.285 -0.046 0.385 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2173750659936049}), (, {'error': 0.10447364425528027}), (, {'error': 0.2959530223392399}), (, {'error': 0.9387723992126418}), (, {'error': 3.1969520044029567}), (, {'error': 1.107569088398046}), (, {'error': 0.02590321912345761}), (, {'error': 0.034271393537361305}), (, {'error': 0.16423424691185456}), (, {'error': 0.3265548382318673}), (, {'error': 0.1341998464915124}), (, {'error': 0.2978980599689782}), (, {'error': 0.18239026342411346}), (, {'error': 0.17535353472275128}), (, {'error': 0.27415994418682654}), (, {'error': 0.48347795323001136}), (, {'error': 0.02314502881061342}), (, {'error': 1.703244989628189}), (, {'error': 0.47424593612035215}), (, {'error': 0.1595229262940676}), (, {'error': 0.010775164724079023}), (, {'error': 0.11662911049514957}), (, {'error': 0.1727567409620714}), (, {'error': 0.06143411400382304})]) -Toy 11/25 -Time taken: 49 min, 42 s -Projected time left: 1 h, 3 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1468 (1468 total) | -| EDM = 0.0136 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297273.29746016866 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.78 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.07 | 0.28 | | | -1.5 | 1.5 | | -| 3 | phi_s | 15.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 3.8 | 2.7 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.616 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.20 | 0.15 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.5 | 0.3 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 4.22 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.32 | 0.17 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.70 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.13 | 0.37 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.807 | 0.026 | | | -2 | 2 | | -| 17| omega_s | 8.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -6.02 | 0.26 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.10 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.412 | 0.013 | | | -2 | 2 | | -| 21| rho_p | -0.19 | 0.50 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.57 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.11 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.009 0.012 0.498 0.016 -0.002 0.003 0.009 0.004 0.022 0.010 0.011 0.009 -0.000 0.011 0.014 0.010 -0.021 -0.012 0.005 0.007 0.068 -0.012 0.006 | -| p4160_p | 0.009 1.000 0.470 0.117 0.633 -0.053 0.403 0.361 -0.167 -0.227 0.460 0.480 0.531 0.045 0.526 0.582 0.549 0.071 -0.035 0.144 0.543 0.007 -0.349 0.321 | -| Ctt | 0.012 0.470 1.000 0.169 0.895 -0.280 0.370 0.639 0.335 -0.322 0.651 0.664 0.540 0.087 0.649 0.898 0.794 0.101 -0.049 0.425 0.786 0.007 -0.688 0.361 | -| phi_s | 0.498 0.117 0.169 1.000 0.199 -0.057 0.073 0.119 0.033 -0.025 0.136 0.139 0.114 -0.013 0.145 0.200 0.173 0.046 -0.004 0.053 0.189 0.088 -0.148 0.197 | -| Dbar_p | 0.016 0.633 0.895 0.199 1.000 -0.311 0.546 0.640 0.235 -0.360 0.703 0.773 0.634 -0.009 0.780 0.962 0.858 0.112 -0.056 0.370 0.848 -0.007 -0.701 0.595 | -| DDstar_p | -0.002 -0.053 -0.280 -0.057 -0.311 1.000 0.004 -0.114 -0.055 0.109 -0.194 -0.174 -0.096 -0.016 -0.153 -0.286 -0.267 -0.033 0.019 -0.098 -0.263 -0.002 0.257 -0.158 | -| jpsi_p | 0.003 0.403 0.370 0.073 0.546 0.004 1.000 0.400 0.102 -0.171 0.332 0.461 0.358 -0.052 0.435 0.460 0.405 0.048 -0.029 0.149 0.385 0.015 -0.318 0.371 | -| psi2s_p | 0.009 0.361 0.639 0.119 0.640 -0.114 0.400 1.000 0.152 -0.220 0.431 0.326 0.371 -0.004 0.424 0.598 0.524 0.068 -0.035 0.198 0.518 -0.004 -0.414 0.374 | -| p4040_s | 0.004 -0.167 0.335 0.033 0.235 -0.055 0.102 0.152 1.000 -0.072 0.129 0.256 0.018 0.069 0.091 0.255 0.175 0.025 -0.009 0.069 0.168 0.016 -0.232 0.137 | -| rho_s | 0.022 -0.227 -0.322 -0.025 -0.360 0.109 -0.171 -0.220 -0.072 1.000 -0.236 -0.271 -0.227 0.021 -0.278 -0.364 -0.311 -0.169 0.173 -0.119 -0.370 0.170 0.266 -0.250 | -| DDstar_s | 0.010 0.460 0.651 0.136 0.703 -0.194 0.332 0.431 0.129 -0.236 1.000 0.552 0.441 -0.040 0.553 0.716 0.554 0.072 -0.039 0.237 0.550 -0.015 -0.491 0.438 | -| p3770_s | 0.011 0.480 0.664 0.139 0.773 -0.174 0.461 0.326 0.256 -0.271 0.552 1.000 0.492 0.006 0.585 0.735 0.641 0.085 -0.041 0.306 0.635 0.010 -0.617 0.445 | -| p4415_p | 0.009 0.531 0.540 0.114 0.634 -0.096 0.358 0.371 0.018 -0.227 0.441 0.492 1.000 -0.064 0.534 0.615 0.567 0.074 -0.033 0.098 0.556 0.021 -0.408 0.278 | -| p4415_s | -0.000 0.045 0.087 -0.013 -0.009 -0.016 -0.052 -0.004 0.069 0.021 -0.040 0.006 -0.064 1.000 0.035 0.005 -0.066 -0.006 0.004 0.192 -0.066 0.004 -0.030 0.043 | -| p4040_p | 0.011 0.526 0.649 0.145 0.780 -0.153 0.435 0.424 0.091 -0.278 0.553 0.585 0.534 0.035 1.000 0.748 0.668 0.087 -0.042 0.463 0.658 0.008 -0.485 0.433 | -| Dbar_s | 0.014 0.582 0.898 0.200 0.962 -0.286 0.460 0.598 0.255 -0.364 0.716 0.735 0.615 0.005 0.748 1.000 0.870 0.113 -0.058 0.385 0.862 -0.008 -0.759 0.582 | -| bplus_1 | 0.010 0.549 0.794 0.173 0.858 -0.267 0.405 0.524 0.175 -0.311 0.554 0.641 0.567 -0.066 0.668 0.870 1.000 0.091 -0.052 0.291 0.606 -0.034 -0.648 0.432 | -| omega_s | -0.021 0.071 0.101 0.046 0.112 -0.033 0.048 0.068 0.025 -0.169 0.072 0.085 0.074 -0.006 0.087 0.113 0.091 1.000 0.648 0.041 0.110 0.156 -0.085 0.050 | -| omega_p | -0.012 -0.035 -0.049 -0.004 -0.056 0.019 -0.029 -0.035 -0.009 0.173 -0.039 -0.041 -0.033 0.004 -0.042 -0.058 -0.052 0.648 1.000 -0.015 -0.059 -0.037 0.041 -0.063 | -| p4160_s | 0.005 0.144 0.425 0.053 0.370 -0.098 0.149 0.198 0.069 -0.119 0.237 0.306 0.098 0.192 0.463 0.385 0.291 0.041 -0.015 1.000 0.284 0.025 -0.292 0.178 | -| bplus_0 | 0.007 0.543 0.786 0.189 0.848 -0.263 0.385 0.518 0.168 -0.370 0.550 0.635 0.556 -0.066 0.658 0.862 0.606 0.110 -0.059 0.284 1.000 -0.003 -0.634 0.436 | -| rho_p | 0.068 0.007 0.007 0.088 -0.007 -0.002 0.015 -0.004 0.016 0.170 -0.015 0.010 0.021 0.004 0.008 -0.008 -0.034 0.156 -0.037 0.025 -0.003 1.000 -0.002 -0.182 | -| p3770_p | -0.012 -0.349 -0.688 -0.148 -0.701 0.257 -0.318 -0.414 -0.232 0.266 -0.491 -0.617 -0.408 -0.030 -0.485 -0.759 -0.648 -0.085 0.041 -0.292 -0.634 -0.002 1.000 -0.444 | -| bplus_2 | 0.006 0.321 0.361 0.197 0.595 -0.158 0.371 0.374 0.137 -0.250 0.438 0.445 0.278 0.043 0.433 0.582 0.432 0.050 -0.063 0.178 0.436 -0.182 -0.444 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18027021401625554}), (, {'error': 0.11508610959723553}), (, {'error': 0.282492352428629}), (, {'error': 0.8933917414501984}), (, {'error': 2.7010684632439266}), (, {'error': 0.4058426790039906}), (, {'error': 0.026108433580084967}), (, {'error': 0.03628879796092921}), (, {'error': 0.15267254931227991}), (, {'error': 0.32597516213519423}), (, {'error': 0.4165751393907831}), (, {'error': 0.32574558218817806}), (, {'error': 0.18625503057687265}), (, {'error': 0.1678075460689885}), (, {'error': 0.21331006370350392}), (, {'error': 0.3723879880230286}), (, {'error': 0.02626504823497955}), (, {'error': 1.0978119793506247}), (, {'error': 0.25624063938943387}), (, {'error': 0.1611723353397605}), (, {'error': 0.013034438180756336}), (, {'error': 0.5002937659353814}), (, {'error': 0.16085487790127484}), (, {'error': 0.0657170185990974})]) -Toy 12/25 -Time taken: 55 min, 28 s -Projected time left: 1 h, 1 -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=303 (303 total) | -| EDM = 1.9E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297313.40107798914 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.99 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 4.16 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.70 | 0.21 | | | -1.5 | 1.5 | | -| 3 | phi_s | 18.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.595 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.889 | 0.032 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.23 | 0.24 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 4.05 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.19 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.37 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 17| omega_s | 7.0 | 1.2 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 6.04 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.396 | 0.030 | | | -2 | 2 | | -| 21| rho_p | -0.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.33 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.002 0.018 0.634 0.003 -0.009 -0.041 -0.002 0.013 -0.046 0.000 0.004 0.012 0.002 0.002 0.001 -0.017 0.043 0.027 0.016 0.015 0.143 -0.008 -0.060 | -| p4160_p | -0.002 1.000 -0.316 0.001 -0.030 0.018 -0.070 -0.149 -0.517 -0.013 0.058 -0.032 0.265 -0.057 0.179 0.026 0.049 0.007 -0.001 -0.188 -0.002 0.005 0.159 -0.005 | -| Ctt | 0.018 -0.316 1.000 -0.024 -0.326 -0.052 0.264 0.244 0.360 -0.083 -0.012 -0.113 0.054 0.194 -0.219 -0.003 0.048 0.058 0.009 0.301 0.072 0.142 -0.220 -0.667 | -| phi_s | 0.634 0.001 -0.024 1.000 -0.018 -0.026 -0.003 -0.006 -0.017 -0.134 -0.001 -0.010 -0.012 -0.010 -0.006 -0.000 -0.141 0.125 0.030 -0.021 0.158 0.180 0.001 0.008 | -| Dbar_p | 0.003 -0.030 -0.326 -0.018 1.000 -0.193 0.176 -0.055 -0.070 0.039 -0.002 -0.091 -0.092 0.034 -0.105 0.021 -0.088 -0.023 0.002 -0.063 -0.027 -0.004 0.266 0.051 | -| DDstar_p | -0.009 0.018 -0.052 -0.026 -0.193 1.000 -0.035 -0.112 -0.165 0.126 0.053 0.078 -0.175 -0.029 -0.015 0.004 -0.225 -0.081 -0.004 -0.101 -0.064 -0.085 0.178 0.286 | -| jpsi_p | -0.041 -0.070 0.264 -0.003 0.176 -0.035 1.000 -0.006 0.018 0.025 0.069 -0.069 -0.009 -0.003 -0.107 0.042 -0.028 -0.034 -0.013 -0.000 0.078 -0.085 0.003 -0.175 | -| psi2s_p | -0.002 -0.149 0.244 -0.006 -0.055 -0.112 -0.006 1.000 0.025 0.005 0.025 -0.445 -0.059 0.031 -0.216 0.021 0.042 -0.004 -0.001 -0.034 -0.015 0.000 -0.016 -0.057 | -| p4040_s | 0.013 -0.517 0.360 -0.017 -0.070 -0.165 0.018 0.025 1.000 -0.017 -0.006 0.109 -0.138 0.182 -0.177 -0.004 0.023 0.015 0.005 0.125 -0.017 0.058 -0.156 -0.142 | -| rho_s | -0.046 -0.013 -0.083 -0.134 0.039 0.126 0.025 0.005 -0.017 1.000 0.006 -0.010 -0.039 0.020 -0.006 0.000 0.476 -0.627 -0.059 -0.026 -0.559 -0.472 0.005 0.286 | -| DDstar_s | 0.000 0.058 -0.012 -0.001 -0.002 0.053 0.069 0.025 -0.006 0.006 1.000 0.037 0.022 -0.004 0.037 -0.001 -0.018 -0.004 0.000 0.000 0.001 -0.004 0.041 0.016 | -| p3770_s | 0.004 -0.032 -0.113 -0.010 -0.091 0.078 -0.069 -0.445 0.109 -0.010 0.037 1.000 -0.012 0.017 -0.055 0.024 -0.037 0.008 0.002 0.026 -0.001 0.027 -0.265 0.048 | -| p4415_p | 0.012 0.265 0.054 -0.012 -0.092 -0.175 -0.009 -0.059 -0.138 -0.039 0.022 -0.012 1.000 -0.064 0.137 0.009 0.106 0.028 0.005 -0.112 -0.014 0.070 0.008 -0.226 | -| p4415_s | 0.002 -0.057 0.194 -0.010 0.034 -0.029 -0.003 0.031 0.182 0.020 -0.004 0.017 -0.064 1.000 0.015 -0.001 -0.072 -0.012 0.001 0.315 -0.013 -0.001 -0.069 0.071 | -| p4040_p | 0.002 0.179 -0.219 -0.006 -0.105 -0.015 -0.107 -0.216 -0.177 -0.006 0.037 -0.055 0.137 0.015 1.000 0.019 0.056 0.004 0.000 0.302 -0.025 0.013 0.133 0.002 | -| Dbar_s | 0.001 0.026 -0.003 -0.000 0.021 0.004 0.042 0.021 -0.004 0.000 -0.001 0.024 0.009 -0.001 0.019 1.000 -0.005 0.000 0.000 -0.001 0.001 0.001 0.034 0.002 | -| bplus_1 | -0.017 0.049 0.048 -0.141 -0.088 -0.225 -0.028 0.042 0.023 0.476 -0.018 -0.037 0.106 -0.072 0.056 -0.005 1.000 -0.323 -0.010 -0.006 -0.920 -0.333 -0.122 0.055 | -| omega_s | 0.043 0.007 0.058 0.125 -0.023 -0.081 -0.034 -0.004 0.015 -0.627 -0.004 0.008 0.028 -0.012 0.004 0.000 -0.323 1.000 0.325 0.022 0.371 0.530 -0.006 -0.209 | -| omega_p | 0.027 -0.001 0.009 0.030 0.002 -0.004 -0.013 -0.001 0.005 -0.059 0.000 0.002 0.005 0.001 0.000 0.000 -0.010 0.325 1.000 0.006 0.011 -0.017 -0.002 -0.025 | -| p4160_s | 0.016 -0.188 0.301 -0.021 -0.063 -0.101 -0.000 -0.034 0.125 -0.026 0.000 0.026 -0.112 0.315 0.302 -0.001 -0.006 0.022 0.006 1.000 -0.005 0.078 -0.073 -0.169 | -| bplus_0 | 0.015 -0.002 0.072 0.158 -0.027 -0.064 0.078 -0.015 -0.017 -0.559 0.001 -0.001 -0.014 -0.013 -0.025 0.001 -0.920 0.371 0.011 -0.005 1.000 0.375 0.047 -0.283 | -| rho_p | 0.143 0.005 0.142 0.180 -0.004 -0.085 -0.085 0.000 0.058 -0.472 -0.004 0.027 0.070 -0.001 0.013 0.001 -0.333 0.530 -0.017 0.078 0.375 1.000 -0.017 -0.396 | -| p3770_p | -0.008 0.159 -0.220 0.001 0.266 0.178 0.003 -0.016 -0.156 0.005 0.041 -0.265 0.008 -0.069 0.133 0.034 -0.122 -0.006 -0.002 -0.073 0.047 -0.017 1.000 0.075 | -| bplus_2 | -0.060 -0.005 -0.667 0.008 0.051 0.286 -0.175 -0.057 -0.142 0.286 0.016 0.048 -0.226 0.071 0.002 0.002 0.055 -0.209 -0.025 -0.169 -0.283 -0.396 0.075 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2364487529773287}), (, {'error': 0.09074191855442137}), (, {'error': 0.2086223438073156}), (, {'error': 1.1064041271163774}), (, {'error': 0.3182076765443975}), (, {'error': 0.3556154387570585}), (, {'error': 0.024177428294751557}), (, {'error': 0.03160050891103605}), (, {'error': 0.17364536235879285}), (, {'error': 0.41088377871089715}), (, {'error': 0.026720814590282}), (, {'error': 0.23504884163548345}), (, {'error': 0.17473482710096633}), (, {'error': 0.19708459952126933}), (, {'error': 0.16499435009008723}), (, {'error': 0.021873013790561835}), (, {'error': 0.056655249304967015}), (, {'error': 1.1944728476673268}), (, {'error': 0.1775727664842135}), (, {'error': 0.17427720997620177}), (, {'error': 0.030359031311073648}), (, {'error': 0.627112730877804}), (, {'error': 0.10068513265504198}), (, {'error': 0.08402332327671092})]) -Toy 13/25 -Time taken: 58 min, 44 s -Projected time left: 54 min, 12 s -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1532 (1532 total) | -| EDM = 0.00712 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297511.5559963112 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.01 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 3.98 | 0.27 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.26 | 0.24 | | | -1.5 | 1.5 | | -| 3 | phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -3.1 | 3.5 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.66 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.07 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.11 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.78 | 0.30 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.30 | 0.11 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.7 | 0.6 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.54 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.31 | 0.21 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.14 | 0.22 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.87 | 0.04 | | | -2 | 2 | | -| 17| omega_s | 4.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -0.09 | 0.30 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.93 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.429 | 0.019 | | | -2 | 2 | | -| 21| rho_p | -1.16 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.50 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.22 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.017 0.017 0.517 -0.020 0.008 0.018 0.017 0.004 -0.040 0.004 0.019 0.019 -0.006 0.018 0.012 0.014 0.001 0.010 0.007 -0.019 0.111 0.016 -0.021 | -| p4160_p | 0.017 1.000 0.472 0.081 -0.914 0.398 0.880 0.778 -0.343 -0.015 0.137 0.837 0.797 -0.411 0.877 0.797 0.307 0.061 0.037 -0.156 0.097 -0.179 0.773 0.410 | -| Ctt | 0.017 0.472 1.000 0.029 -0.600 0.348 0.491 0.641 0.176 -0.082 0.106 0.543 0.508 -0.139 0.479 0.713 0.303 0.047 0.023 0.169 0.121 -0.070 0.389 -0.162 | -| phi_s | 0.517 0.081 0.029 1.000 -0.088 0.043 0.076 0.075 -0.034 -0.052 0.007 0.077 0.060 -0.043 0.080 0.093 -0.022 0.049 0.018 -0.032 0.074 0.044 0.064 0.116 | -| Dbar_p | -0.020 -0.914 -0.600 -0.088 1.000 -0.507 -0.953 -0.876 0.167 0.007 -0.135 -0.919 -0.786 0.410 -0.906 -0.849 -0.308 -0.062 -0.040 0.099 -0.087 0.187 -0.819 -0.471 | -| DDstar_p | 0.008 0.398 0.348 0.043 -0.507 1.000 0.420 0.407 -0.085 -0.009 0.093 0.433 0.331 -0.191 0.411 0.452 0.165 0.032 0.019 -0.051 0.052 -0.094 0.367 0.206 | -| jpsi_p | 0.018 0.880 0.491 0.076 -0.953 0.420 1.000 0.837 -0.174 -0.001 0.120 0.885 0.747 -0.400 0.867 0.800 0.293 0.054 0.036 -0.117 0.050 -0.169 0.780 0.507 | -| psi2s_p | 0.017 0.778 0.641 0.075 -0.876 0.407 0.837 1.000 -0.139 -0.010 0.115 0.736 0.674 -0.340 0.758 0.781 0.279 0.055 0.035 -0.091 0.081 -0.162 0.715 0.387 | -| p4040_s | 0.004 -0.343 0.176 -0.034 0.167 -0.085 -0.174 -0.139 1.000 -0.027 -0.068 -0.094 -0.211 0.255 -0.230 -0.041 -0.035 -0.012 -0.010 0.187 -0.050 0.078 -0.212 -0.143 | -| rho_s | -0.040 -0.015 -0.082 -0.052 0.007 -0.009 -0.001 -0.010 -0.027 1.000 0.024 -0.017 -0.034 0.027 -0.015 -0.029 0.147 -0.427 0.082 -0.033 -0.197 -0.005 0.000 0.203 | -| DDstar_s | 0.004 0.137 0.106 0.007 -0.135 0.093 0.120 0.115 -0.068 0.024 1.000 0.145 0.087 -0.066 0.140 0.175 -0.037 -0.003 0.001 -0.046 -0.034 -0.006 0.138 0.140 | -| p3770_s | 0.019 0.837 0.543 0.077 -0.919 0.433 0.885 0.736 -0.094 -0.017 0.145 1.000 0.731 -0.371 0.823 0.816 0.285 0.059 0.037 -0.067 0.083 -0.168 0.684 0.436 | -| p4415_p | 0.019 0.797 0.508 0.060 -0.786 0.331 0.747 0.674 -0.211 -0.034 0.087 0.731 1.000 -0.419 0.765 0.732 0.294 0.053 0.031 -0.146 0.076 -0.130 0.645 0.273 | -| p4415_s | -0.006 -0.411 -0.139 -0.043 0.410 -0.191 -0.400 -0.340 0.255 0.027 -0.066 -0.371 -0.419 1.000 -0.390 -0.388 -0.224 -0.038 -0.020 0.334 -0.094 0.100 -0.354 -0.072 | -| p4040_p | 0.018 0.877 0.479 0.080 -0.906 0.411 0.867 0.758 -0.230 -0.015 0.140 0.823 0.765 -0.390 1.000 0.800 0.301 0.060 0.037 0.031 0.091 -0.175 0.767 0.416 | -| Dbar_s | 0.012 0.797 0.713 0.093 -0.849 0.452 0.800 0.781 -0.041 -0.029 0.175 0.816 0.732 -0.388 0.800 1.000 0.378 0.072 0.041 -0.009 0.157 -0.214 0.574 0.337 | -| bplus_1 | 0.014 0.307 0.303 -0.022 -0.308 0.165 0.293 0.279 -0.035 0.147 -0.037 0.285 0.294 -0.224 0.301 0.378 1.000 -0.055 -0.009 -0.028 -0.781 0.037 0.188 0.013 | -| omega_s | 0.001 0.061 0.047 0.049 -0.062 0.032 0.054 0.055 -0.012 -0.427 -0.003 0.059 0.053 -0.038 0.060 0.072 -0.055 1.000 0.389 -0.009 0.106 -0.136 0.045 0.009 | -| omega_p | 0.010 0.037 0.023 0.018 -0.040 0.019 0.036 0.035 -0.010 0.082 0.001 0.037 0.031 -0.020 0.037 0.041 -0.009 0.389 1.000 -0.008 0.036 -0.204 0.030 0.027 | -| p4160_s | 0.007 -0.156 0.169 -0.032 0.099 -0.051 -0.117 -0.091 0.187 -0.033 -0.046 -0.067 -0.146 0.334 0.031 -0.009 -0.028 -0.009 -0.008 1.000 -0.045 0.074 -0.121 -0.129 | -| bplus_0 | -0.019 0.097 0.121 0.074 -0.087 0.052 0.050 0.081 -0.050 -0.197 -0.034 0.083 0.076 -0.094 0.091 0.157 -0.781 0.106 0.036 -0.045 1.000 -0.192 0.068 -0.059 | -| rho_p | 0.111 -0.179 -0.070 0.044 0.187 -0.094 -0.169 -0.162 0.078 -0.005 -0.006 -0.168 -0.130 0.100 -0.175 -0.214 0.037 -0.136 -0.204 0.074 -0.192 1.000 -0.141 -0.276 | -| p3770_p | 0.016 0.773 0.389 0.064 -0.819 0.367 0.780 0.715 -0.212 0.000 0.138 0.684 0.645 -0.354 0.767 0.574 0.188 0.045 0.030 -0.121 0.068 -0.141 1.000 0.385 | -| bplus_2 | -0.021 0.410 -0.162 0.116 -0.471 0.206 0.507 0.387 -0.143 0.203 0.140 0.436 0.273 -0.072 0.416 0.337 0.013 0.009 0.027 -0.129 -0.059 -0.276 0.385 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.189918888325729}), (, {'error': 0.2732707505707106}), (, {'error': 0.24308699637837933}), (, {'error': 1.0204367045186746}), (, {'error': 3.4697790779574067}), (, {'error': 0.40760543701076823}), (, {'error': 0.07799354880575127}), (, {'error': 0.06567117335351114}), (, {'error': 0.16992243242538013}), (, {'error': 0.29563561933704396}), (, {'error': 0.10627036519184432}), (, {'error': 0.5550925229321684}), (, {'error': 0.2602067611438017}), (, {'error': 0.2077213562897896}), (, {'error': 0.4005899435794722}), (, {'error': 0.22262890706935562}), (, {'error': 0.04054120040285203}), (, {'error': 1.0154215288889774}), (, {'error': 0.30045856349691524}), (, {'error': 0.1712234352341394}), (, {'error': 0.01878235410690432}), (, {'error': 0.2380954629873746}), (, {'error': 0.19864327980471863}), (, {'error': 0.08816134451929725})]) -Toy 14/25 -Time taken: 1 h, 4 min -Projected time left: 50 min, 58 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1419 (1419 total) | -| EDM = 2.33E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297192.4443603162 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.59 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 3.74 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.35 | 0.11 | | | -1.5 | 1.5 | | -| 3 | phi_s | 17.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 3.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 2.11 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.57 | 0.05 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.88 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.14 | 0.22 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.17 | 0.20 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.45 | 0.21 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.16 | 0.16 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -3.16 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.15 | 0.11 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.999 | 0.018 | | | -2 | 2 | | -| 17| omega_s | 7.1 | 0.8 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.26 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.16 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.540 | 0.010 | | | -2 | 2 | | -| 21| rho_p | -0.54 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.34 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.22 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.019 -0.011 0.555 0.023 0.023 0.020 0.019 0.018 0.045 0.025 0.014 0.018 0.013 0.018 -0.023 -0.024 -0.042 0.001 0.017 -0.023 -0.095 0.004 -0.014 | -| p4160_p | 0.019 1.000 -0.514 0.025 0.669 0.659 0.717 0.595 0.440 -0.044 0.761 0.434 0.638 0.429 0.550 -0.594 -0.656 0.038 0.025 0.490 -0.649 0.000 0.116 -0.016 | -| Ctt | -0.011 -0.514 1.000 -0.015 -0.598 -0.408 -0.579 -0.368 -0.329 0.033 -0.582 -0.342 -0.447 -0.196 -0.456 0.532 0.486 -0.031 -0.020 -0.319 0.485 -0.007 -0.081 0.301 | -| phi_s | 0.555 0.025 -0.015 1.000 0.032 0.035 0.023 0.026 0.022 -0.005 0.035 0.014 0.022 0.016 0.021 -0.031 -0.037 0.004 0.017 0.018 -0.037 -0.021 0.007 -0.059 | -| Dbar_p | 0.023 0.669 -0.598 0.032 1.000 0.697 0.823 0.702 0.691 -0.049 0.932 0.457 0.682 0.490 0.635 -0.727 -0.767 0.045 0.029 0.642 -0.762 -0.004 0.040 -0.021 | -| DDstar_p | 0.023 0.659 -0.408 0.035 0.697 1.000 0.710 0.616 0.528 -0.029 0.753 0.471 0.596 0.328 0.594 -0.439 -0.576 0.035 0.022 0.496 -0.576 -0.015 0.103 -0.076 | -| jpsi_p | 0.020 0.717 -0.579 0.023 0.823 0.710 1.000 0.749 0.682 -0.054 0.920 0.542 0.700 0.466 0.681 -0.722 -0.776 0.044 0.029 0.635 -0.770 0.005 0.063 -0.082 | -| psi2s_p | 0.019 0.595 -0.368 0.026 0.702 0.616 0.749 1.000 0.587 -0.043 0.791 0.340 0.587 0.405 0.543 -0.615 -0.666 0.039 0.025 0.531 -0.661 -0.000 0.063 -0.080 | -| p4040_s | 0.018 0.440 -0.329 0.022 0.691 0.528 0.682 0.587 1.000 -0.042 0.741 0.465 0.507 0.400 0.498 -0.543 -0.612 0.037 0.025 0.459 -0.608 0.006 0.021 -0.077 | -| rho_s | 0.045 -0.044 0.033 -0.005 -0.049 -0.029 -0.054 -0.043 -0.042 1.000 -0.056 -0.036 -0.046 -0.028 -0.045 0.034 0.049 -0.249 0.086 -0.042 0.069 0.140 0.001 -0.035 | -| DDstar_s | 0.025 0.761 -0.582 0.035 0.932 0.753 0.920 0.791 0.741 -0.056 1.000 0.557 0.758 0.522 0.732 -0.754 -0.861 0.051 0.032 0.699 -0.855 -0.002 0.055 -0.084 | -| p3770_s | 0.014 0.434 -0.342 0.014 0.457 0.471 0.542 0.340 0.465 -0.036 0.557 1.000 0.432 0.293 0.406 -0.428 -0.461 0.028 0.019 0.405 -0.455 0.009 -0.081 -0.029 | -| p4415_p | 0.018 0.638 -0.447 0.022 0.682 0.596 0.700 0.587 0.507 -0.046 0.758 0.432 1.000 0.360 0.574 -0.556 -0.653 0.038 0.026 0.464 -0.647 0.009 0.071 -0.001 | -| p4415_s | 0.013 0.429 -0.196 0.016 0.490 0.328 0.466 0.405 0.400 -0.028 0.522 0.293 0.360 1.000 0.413 -0.380 -0.404 0.025 0.017 0.449 -0.403 0.002 0.000 -0.104 | -| p4040_p | 0.018 0.550 -0.456 0.021 0.635 0.594 0.681 0.543 0.498 -0.045 0.732 0.406 0.574 0.413 1.000 -0.538 -0.626 0.037 0.025 0.621 -0.620 0.007 0.103 -0.033 | -| Dbar_s | -0.023 -0.594 0.532 -0.031 -0.727 -0.439 -0.722 -0.615 -0.543 0.034 -0.754 -0.428 -0.556 -0.380 -0.538 1.000 0.585 -0.036 -0.023 -0.496 0.582 0.006 -0.191 -0.005 | -| bplus_1 | -0.024 -0.656 0.486 -0.037 -0.767 -0.576 -0.776 -0.666 -0.612 0.049 -0.861 -0.461 -0.653 -0.404 -0.626 0.585 1.000 -0.042 -0.025 -0.573 0.669 0.030 -0.022 0.013 | -| omega_s | -0.042 0.038 -0.031 0.004 0.045 0.035 0.044 0.039 0.037 -0.249 0.051 0.028 0.038 0.025 0.037 -0.036 -0.042 1.000 0.488 0.035 -0.047 0.082 0.000 0.002 | -| omega_p | 0.001 0.025 -0.020 0.017 0.029 0.022 0.029 0.025 0.025 0.086 0.032 0.019 0.026 0.017 0.025 -0.023 -0.025 0.488 1.000 0.024 -0.026 -0.032 -0.000 0.015 | -| p4160_s | 0.017 0.490 -0.319 0.018 0.642 0.496 0.635 0.531 0.459 -0.042 0.699 0.405 0.464 0.449 0.621 -0.496 -0.573 0.035 0.024 1.000 -0.568 0.012 0.032 -0.042 | -| bplus_0 | -0.023 -0.649 0.485 -0.037 -0.762 -0.576 -0.770 -0.661 -0.608 0.069 -0.855 -0.455 -0.647 -0.403 -0.620 0.582 0.669 -0.047 -0.026 -0.568 1.000 0.032 -0.020 0.016 | -| rho_p | -0.095 0.000 -0.007 -0.021 -0.004 -0.015 0.005 -0.000 0.006 0.140 -0.002 0.009 0.009 0.002 0.007 0.006 0.030 0.082 -0.032 0.012 0.032 1.000 -0.013 0.167 | -| p3770_p | 0.004 0.116 -0.081 0.007 0.040 0.103 0.063 0.063 0.021 0.001 0.055 -0.081 0.071 0.000 0.103 -0.191 -0.022 0.000 -0.000 0.032 -0.020 -0.013 1.000 0.042 | -| bplus_2 | -0.014 -0.016 0.301 -0.059 -0.021 -0.076 -0.082 -0.080 -0.077 -0.035 -0.084 -0.029 -0.001 -0.104 -0.033 -0.005 0.013 0.002 0.015 -0.042 0.016 0.167 0.042 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16128761828144667}), (, {'error': 0.10745577380585747}), (, {'error': 0.10824647083598449}), (, {'error': 0.7900994721012982}), (, {'error': 0.916420573736553}), (, {'error': 0.3061553926106608}), (, {'error': 0.04697024696580687}), (, {'error': 0.03873553764034465}), (, {'error': 0.1758332993392352}), (, {'error': 0.21682000809503255}), (, {'error': 0.5962991116053502}), (, {'error': 0.20496978520127518}), (, {'error': 0.21115838500493034}), (, {'error': 0.16124165171821503}), (, {'error': 0.21374218094897635}), (, {'error': 0.10892200146375747}), (, {'error': 0.018387802865050373}), (, {'error': 0.7887146153540221}), (, {'error': 0.19150011398504851}), (, {'error': 0.16331328839961412}), (, {'error': 0.009820427135331489}), (, {'error': 0.24226846304246763}), (, {'error': 0.10086699067923721}), (, {'error': 0.04323182559984573})]) -Toy 15/25 -Time taken: 1 h, 10 min -Projected time left: 47 min, 10 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1397 (1397 total) | -| EDM = 8.44E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297136.8811958793 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.15 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 4.37 | 0.12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.71 | 0.22 | | | -1.5 | 1.5 | | -| 3 | phi_s | 15 | 6 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.669 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.880 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.45 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.52 | 0.24 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.85 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.498 | 0.021 | | | -2 | 2 | | -| 21| rho_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.23 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.004 0.006 0.609 0.003 -0.003 -0.030 -0.003 0.006 0.015 0.000 0.001 -0.000 0.000 0.000 0.001 0.002 -0.021 0.008 0.008 0.002 0.059 -0.005 0.028 | -| p4160_p | -0.004 1.000 -0.424 0.004 0.046 0.280 0.015 -0.110 -0.531 0.006 0.048 0.046 -0.004 0.019 0.137 0.029 0.078 0.001 0.001 -0.081 0.008 -0.025 0.254 -0.186 | -| Ctt | 0.006 -0.424 1.000 -0.025 -0.343 -0.064 0.210 0.167 0.387 0.005 -0.003 -0.205 -0.008 -0.005 -0.270 0.005 -0.219 -0.009 0.000 0.188 -0.008 0.085 -0.260 0.741 | -| phi_s | 0.609 0.004 -0.025 1.000 -0.006 0.004 -0.004 -0.003 -0.012 0.026 0.000 -0.006 0.000 -0.001 -0.003 -0.000 0.013 0.013 0.018 -0.016 -0.011 0.081 -0.001 -0.051 | -| Dbar_p | 0.003 0.046 -0.343 -0.006 1.000 -0.149 0.239 -0.042 -0.102 0.046 0.007 -0.031 0.004 -0.006 -0.091 0.030 0.179 0.002 0.019 -0.150 0.039 0.025 0.389 -0.084 | -| DDstar_p | -0.003 0.280 -0.064 0.004 -0.149 1.000 0.256 0.013 -0.168 0.071 0.045 0.205 0.005 0.001 0.129 -0.002 0.378 0.010 0.030 -0.082 0.028 -0.008 0.319 -0.280 | -| jpsi_p | -0.030 0.015 0.210 -0.004 0.239 0.256 1.000 -0.024 -0.022 0.012 0.075 -0.007 0.003 -0.001 -0.087 0.057 0.116 -0.009 -0.005 -0.063 -0.042 -0.070 0.144 0.101 | -| psi2s_p | -0.003 -0.110 0.167 -0.003 -0.042 0.013 -0.024 1.000 0.018 0.005 0.038 -0.413 0.003 -0.006 -0.232 0.035 0.032 -0.004 -0.001 -0.130 -0.007 0.000 0.015 -0.005 | -| p4040_s | 0.006 -0.531 0.387 -0.012 -0.102 -0.168 -0.022 0.018 1.000 0.008 0.003 0.063 0.000 -0.016 -0.290 -0.003 -0.057 -0.005 0.001 -0.162 0.014 0.046 -0.202 0.194 | -| rho_s | 0.015 0.006 0.005 0.026 0.046 0.071 0.012 0.005 0.008 1.000 0.001 0.022 -0.001 -0.000 0.002 0.001 -0.147 0.176 0.545 0.009 0.240 0.223 0.041 0.015 | -| DDstar_s | 0.000 0.048 -0.003 0.000 0.007 0.045 0.075 0.038 0.003 0.001 1.000 0.033 -0.001 0.002 0.036 -0.003 -0.002 0.001 0.001 0.015 0.001 0.000 0.035 0.005 | -| p3770_s | 0.001 0.046 -0.205 -0.006 -0.031 0.205 -0.007 -0.413 0.063 0.022 0.033 1.000 0.001 -0.000 -0.013 0.031 0.093 -0.002 0.007 -0.024 0.044 0.012 -0.193 -0.148 | -| p4415_p | -0.000 -0.004 -0.008 0.000 0.004 0.005 0.003 0.003 0.000 -0.001 -0.001 0.001 1.000 -0.020 -0.004 -0.000 0.000 0.000 -0.000 -0.010 -0.001 -0.002 0.003 -0.004 | -| p4415_s | 0.000 0.019 -0.005 -0.001 -0.006 0.001 -0.001 -0.006 -0.016 -0.000 0.002 -0.000 -0.020 1.000 0.006 0.001 -0.007 -0.000 -0.000 -0.014 0.000 0.002 0.004 0.011 | -| p4040_p | 0.000 0.137 -0.270 -0.003 -0.091 0.129 -0.087 -0.232 -0.290 0.002 0.036 -0.013 -0.004 0.006 1.000 0.024 0.016 -0.003 -0.002 0.347 0.014 0.003 0.140 -0.087 | -| Dbar_s | 0.001 0.029 0.005 -0.000 0.030 -0.002 0.057 0.035 -0.003 0.001 -0.003 0.031 -0.000 0.001 0.024 1.000 -0.001 0.000 0.001 0.005 0.002 0.001 0.044 0.005 | -| bplus_1 | 0.002 0.078 -0.219 0.013 0.179 0.378 0.116 0.032 -0.057 -0.147 -0.002 0.093 0.000 -0.007 0.016 -0.001 1.000 -0.020 -0.071 -0.084 -0.827 0.020 0.188 -0.312 | -| omega_s | -0.021 0.001 -0.009 0.013 0.002 0.010 -0.009 -0.004 -0.005 0.176 0.001 -0.002 0.000 -0.000 -0.003 0.000 -0.020 1.000 0.739 -0.007 0.031 0.009 0.004 -0.024 | -| omega_p | 0.008 0.001 0.000 0.018 0.019 0.030 -0.005 -0.001 0.001 0.545 0.001 0.007 -0.000 -0.000 -0.002 0.001 -0.071 0.739 1.000 0.001 0.109 -0.023 0.017 -0.003 | -| p4160_s | 0.008 -0.081 0.188 -0.016 -0.150 -0.082 -0.063 -0.130 -0.162 0.009 0.015 -0.024 -0.010 -0.014 0.347 0.005 -0.084 -0.007 0.001 1.000 0.028 0.059 -0.071 0.216 | -| bplus_0 | 0.002 0.008 -0.008 -0.011 0.039 0.028 -0.042 -0.007 0.014 0.240 0.001 0.044 -0.001 0.000 0.014 0.002 -0.827 0.031 0.109 0.028 1.000 -0.011 0.046 -0.017 | -| rho_p | 0.059 -0.025 0.085 0.081 0.025 -0.008 -0.070 0.000 0.046 0.223 0.000 0.012 -0.002 0.002 0.003 0.001 0.020 0.009 -0.023 0.059 -0.011 1.000 -0.011 0.208 | -| p3770_p | -0.005 0.254 -0.260 -0.001 0.389 0.319 0.144 0.015 -0.202 0.041 0.035 -0.193 0.003 0.004 0.140 0.044 0.188 0.004 0.017 -0.071 0.046 -0.011 1.000 -0.165 | -| bplus_2 | 0.028 -0.186 0.741 -0.051 -0.084 -0.280 0.101 -0.005 0.194 0.015 0.005 -0.148 -0.004 0.011 -0.087 0.005 -0.312 -0.024 -0.003 0.216 -0.017 0.208 -0.165 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2578305898189228}), (, {'error': 0.11884124714785216}), (, {'error': 0.22384043568958856}), (, {'error': 6.031476508774866}), (, {'error': 0.3405454902401044}), (, {'error': 0.3671743727158443}), (, {'error': 0.027358457868304598}), (, {'error': 0.031407100096194185}), (, {'error': 0.17465176559278606}), (, {'error': 0.3589296804569436}), (, {'error': 0.026462203863380912}), (, {'error': 0.22923728875163674}), (, {'error': 0.18455659554286052}), (, {'error': 0.03243796914732322}), (, {'error': 0.2397038662311619}), (, {'error': 0.02032748278854571}), (, {'error': 0.045563490010442353}), (, {'error': 3.687719830161146}), (, {'error': 0.3355911674133276}), (, {'error': 0.15632046145450873}), (, {'error': 0.02127032915094107}), (, {'error': 0.3766196716681698}), (, {'error': 0.10163353729383573}), (, {'error': 0.09214196003378183})]) -Toy 16/25 -Time taken: 1 h, 16 min -Projected time left: 43 min, 3 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1338 (1338 total) | -| EDM = 0.000149 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297371.1230974537 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.79 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.42 | 0.21 | | | -1.5 | 1.5 | | -| 3 | phi_s | 19.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 5.02 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.615 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.16 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.77 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 4.11 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.11 | 0.19 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.16 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.93 | 0.05 | | | -2 | 2 | | -| 17| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.493 | 0.022 | | | -2 | 2 | | -| 21| rho_p | -0.13 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.52 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.000 -0.026 0.586 -0.003 0.009 0.021 -0.003 -0.021 -0.015 0.001 -0.010 -0.019 -0.005 -0.002 0.001 -0.011 -0.117 0.003 -0.024 0.007 -0.280 0.006 -0.082 | -| p4160_p | 0.000 1.000 -0.398 0.001 0.012 0.197 -0.044 -0.150 -0.541 0.000 0.051 -0.015 0.284 -0.090 0.326 0.029 0.002 -0.003 0.000 -0.180 0.012 -0.013 0.219 -0.076 | -| Ctt | -0.026 -0.398 1.000 -0.050 -0.307 -0.109 0.250 0.200 0.325 0.016 -0.005 -0.160 -0.022 0.208 -0.351 0.003 -0.178 0.007 -0.000 0.265 -0.003 0.112 -0.243 0.691 | -| phi_s | 0.586 0.001 -0.050 1.000 -0.006 0.018 0.037 -0.003 -0.036 -0.066 0.001 -0.018 -0.032 -0.009 -0.003 -0.000 0.017 -0.034 -0.001 -0.041 -0.021 -0.161 0.009 -0.138 | -| Dbar_p | -0.003 0.012 -0.307 -0.006 1.000 -0.109 0.186 -0.036 -0.118 0.039 0.004 -0.059 -0.093 0.019 -0.031 0.020 0.165 -0.013 0.000 -0.084 0.032 0.012 0.277 -0.083 | -| DDstar_p | 0.009 0.197 -0.109 0.018 -0.109 1.000 0.141 -0.034 -0.161 0.067 0.040 0.131 -0.067 -0.048 0.145 0.003 0.393 -0.028 0.001 -0.098 0.032 -0.031 0.272 -0.305 | -| jpsi_p | 0.021 -0.044 0.250 0.037 0.186 0.141 1.000 -0.023 -0.037 -0.002 0.062 -0.047 -0.028 -0.017 -0.086 0.046 0.044 -0.024 0.001 -0.033 -0.043 -0.096 0.036 0.127 | -| psi2s_p | -0.003 -0.150 0.200 -0.003 -0.036 -0.034 -0.023 1.000 -0.055 0.003 0.027 -0.412 -0.100 0.020 -0.214 0.026 0.014 -0.003 0.000 -0.077 -0.007 -0.002 -0.044 0.009 | -| p4040_s | -0.021 -0.541 0.325 -0.036 -0.118 -0.161 -0.037 -0.055 1.000 0.016 0.005 0.081 -0.189 0.200 -0.232 0.000 -0.026 0.002 -0.000 0.147 0.023 0.061 -0.137 0.135 | -| rho_s | -0.015 0.000 0.016 -0.066 0.039 0.067 -0.002 0.003 0.016 1.000 0.001 0.018 0.001 0.021 0.001 0.001 -0.132 -0.371 0.017 0.024 0.224 0.205 0.025 0.035 | -| DDstar_s | 0.001 0.051 -0.005 0.001 0.004 0.040 0.062 0.027 0.005 0.001 1.000 0.028 0.029 -0.001 0.034 -0.001 0.005 -0.001 -0.000 0.007 0.001 -0.000 0.031 -0.000 | -| p3770_s | -0.010 -0.015 -0.160 -0.018 -0.059 0.131 -0.047 -0.412 0.081 0.018 0.028 1.000 -0.024 0.011 -0.067 0.024 0.058 -0.006 0.000 0.004 0.041 0.016 -0.227 -0.103 | -| p4415_p | -0.019 0.284 -0.022 -0.032 -0.093 -0.067 -0.028 -0.100 -0.189 0.001 0.029 -0.024 1.000 -0.140 0.168 0.014 -0.116 0.006 -0.000 -0.167 0.012 0.055 0.041 0.204 | -| p4415_s | -0.005 -0.090 0.208 -0.009 0.019 -0.048 -0.017 0.020 0.200 0.021 -0.001 0.011 -0.140 1.000 -0.041 -0.000 0.099 -0.006 0.000 0.328 0.022 0.013 -0.075 -0.062 | -| p4040_p | -0.002 0.326 -0.351 -0.003 -0.031 0.145 -0.086 -0.214 -0.232 0.001 0.034 -0.067 0.168 -0.041 1.000 0.023 0.009 -0.002 0.000 0.248 0.014 -0.006 0.197 -0.089 | -| Dbar_s | 0.001 0.029 0.003 -0.000 0.020 0.003 0.046 0.026 0.000 0.001 -0.001 0.024 0.014 -0.000 0.023 1.000 0.000 -0.000 -0.000 0.002 0.001 0.001 0.034 0.003 | -| bplus_1 | -0.011 0.002 -0.178 0.017 0.165 0.393 0.044 0.014 -0.026 -0.132 0.005 0.058 -0.116 0.099 0.009 0.000 1.000 0.068 -0.001 -0.016 -0.820 0.047 0.123 -0.333 | -| omega_s | -0.117 -0.003 0.007 -0.034 -0.013 -0.028 -0.024 -0.003 0.002 -0.371 -0.001 -0.006 0.006 -0.006 -0.002 -0.000 0.068 1.000 -0.063 0.000 -0.101 0.308 -0.015 0.025 | -| omega_p | 0.003 0.000 -0.000 -0.001 0.000 0.001 0.001 0.000 -0.000 0.017 -0.000 0.000 -0.000 0.000 0.000 -0.000 -0.001 -0.063 1.000 -0.000 0.002 0.003 0.000 -0.001 | -| p4160_s | -0.024 -0.180 0.265 -0.041 -0.084 -0.098 -0.033 -0.077 0.147 0.024 0.007 0.004 -0.167 0.328 0.248 0.002 -0.016 0.000 -0.000 1.000 0.037 0.071 -0.071 0.156 | -| bplus_0 | 0.007 0.012 -0.003 -0.021 0.032 0.032 -0.043 -0.007 0.023 0.224 0.001 0.041 0.012 0.022 0.014 0.001 -0.820 -0.101 0.002 0.037 1.000 -0.055 0.038 0.005 | -| rho_p | -0.280 -0.013 0.112 -0.161 0.012 -0.031 -0.096 -0.002 0.061 0.205 -0.000 0.016 0.055 0.013 -0.006 0.001 0.047 0.308 0.003 0.071 -0.055 1.000 -0.024 0.270 | -| p3770_p | 0.006 0.219 -0.243 0.009 0.277 0.272 0.036 -0.044 -0.137 0.025 0.031 -0.227 0.041 -0.075 0.197 0.034 0.123 -0.015 0.000 -0.071 0.038 -0.024 1.000 -0.127 | -| bplus_2 | -0.082 -0.076 0.691 -0.138 -0.083 -0.305 0.127 0.009 0.135 0.035 -0.000 -0.103 0.204 -0.062 -0.089 0.003 -0.333 0.025 -0.001 0.156 0.005 0.270 -0.127 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18460114584703158}), (, {'error': 0.09765698382181354}), (, {'error': 0.2149720317102271}), (, {'error': 0.958931796821977}), (, {'error': 0.29562846105717533}), (, {'error': 0.34646433851480296}), (, {'error': 0.0260644634263425}), (, {'error': 0.03167634553655674}), (, {'error': 0.16647549293703728}), (, {'error': 0.32032526726160465}), (, {'error': 0.021942514716440736}), (, {'error': 0.23196388599246265}), (, {'error': 0.18809726862660536}), (, {'error': 0.19291362741079127}), (, {'error': 0.16645709413050924}), (, {'error': 0.01668818040452047}), (, {'error': 0.04580840509737594}), (, {'error': 0.8572313380770704}), (, {'error': 0.05965390589839359}), (, {'error': 0.16585663005038298}), (, {'error': 0.021698060288555476}), (, {'error': 0.27134261968687623}), (, {'error': 0.11055494865392301}), (, {'error': 0.09386093929386652})]) -Toy 17/25 -Time taken: 1 h, 22 min -Projected time left: 38 min, 40 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.008E+05 | Ncalls=525 (536 total) | -| EDM = 1.21E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300788.24548873113 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.823 | 0.007 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 3.716 | 0.030 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.957 | 0.005 | | | -1.5 | 1.5 | | -| 3 | phi_s | 19.235 | 0.010 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 4.250 | 0.020 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.91 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.12 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.963 | 0.001 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.355 | 0.002 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 3.03E-2 | 0.12E-2 | | | -0.3 | 0.3 | | -| 11| p3770_s | 0.393E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 6.200 | 0.008 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 2.186 | 0.001 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -5.485 | 0.022 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -2.968E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 1.966 | 0.001 | | | -2 | 2 | | -| 17| omega_s | 6.470 | 0.005 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -5.911 | 0.005 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.791 | 0.007 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -1.7 | 2.9 | | | -2 | 2 | | -| 21| rho_p | -5.475 | 0.007 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -0.613E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.199 | 0.007 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.650 0.589 -0.278 -0.664 0.585 0.665 0.663 -0.191 0.298 -0.565 -0.124 -0.632 0.254 0.603 -0.160 -0.014 -0.053 0.270 0.615 -0.666 0.196 -0.088 -0.547 | -| p4160_p | 0.650 1.000 0.864 -0.407 -0.972 0.856 0.973 0.972 -0.279 0.436 -0.828 -0.181 -0.925 0.372 0.882 -0.234 -0.021 -0.078 0.395 0.901 -0.976 0.288 -0.130 -0.801 | -| Ctt | 0.589 0.864 1.000 -0.369 -0.881 0.776 0.882 0.881 -0.253 0.395 -0.751 -0.164 -0.839 0.337 0.800 -0.212 -0.019 -0.070 0.358 0.817 -0.885 0.261 -0.117 -0.727 | -| phi_s | -0.278 -0.407 -0.369 1.000 0.415 -0.366 -0.416 -0.415 0.119 -0.186 0.354 0.077 0.395 -0.159 -0.377 0.100 0.009 0.033 -0.169 -0.385 0.417 -0.123 0.055 0.342 | -| Dbar_p | -0.664 -0.972 -0.881 0.415 1.000 -0.874 -0.993 -0.992 0.285 -0.445 0.845 0.185 0.944 -0.380 -0.901 0.239 0.021 0.079 -0.403 -0.919 0.996 -0.294 0.132 0.818 | -| DDstar_p | 0.585 0.856 0.776 -0.366 -0.874 1.000 0.875 0.874 -0.251 0.392 -0.742 -0.163 -0.832 0.334 0.793 -0.211 -0.019 -0.070 0.355 0.810 -0.877 0.259 -0.116 -0.720 | -| jpsi_p | 0.665 0.973 0.882 -0.416 -0.993 0.875 1.000 0.993 -0.285 0.446 -0.846 -0.185 -0.946 0.380 0.902 -0.240 -0.021 -0.079 0.404 0.921 -0.997 0.294 -0.132 -0.819 | -| psi2s_p | 0.663 0.972 0.881 -0.415 -0.992 0.874 0.993 1.000 -0.285 0.445 -0.845 -0.185 -0.944 0.380 0.900 -0.239 -0.021 -0.079 0.403 0.919 -0.996 0.294 -0.132 -0.817 | -| p4040_s | -0.191 -0.279 -0.253 0.119 0.285 -0.251 -0.285 -0.285 1.000 -0.128 0.243 0.053 0.271 -0.109 -0.259 0.069 0.006 0.023 -0.116 -0.264 0.286 -0.084 0.038 0.235 | -| rho_s | 0.298 0.436 0.395 -0.186 -0.445 0.392 0.446 0.445 -0.128 1.000 -0.379 -0.083 -0.424 0.170 0.404 -0.107 -0.009 -0.036 0.181 0.412 -0.447 0.132 -0.059 -0.367 | -| DDstar_s | -0.565 -0.828 -0.751 0.354 0.845 -0.742 -0.846 -0.845 0.243 -0.379 1.000 0.158 0.804 -0.323 -0.767 0.204 0.018 0.067 -0.343 -0.783 0.848 -0.250 0.113 0.697 | -| p3770_s | -0.124 -0.181 -0.164 0.077 0.185 -0.163 -0.185 -0.185 0.053 -0.083 0.158 1.000 0.176 -0.071 -0.168 0.045 0.004 0.015 -0.075 -0.171 0.186 -0.055 0.025 0.153 | -| p4415_p | -0.632 -0.925 -0.839 0.395 0.944 -0.832 -0.946 -0.944 0.271 -0.424 0.804 0.176 1.000 -0.361 -0.857 0.228 0.020 0.075 -0.384 -0.875 0.948 -0.279 0.126 0.778 | -| p4415_s | 0.254 0.372 0.337 -0.159 -0.380 0.334 0.380 0.380 -0.109 0.170 -0.323 -0.071 -0.361 1.000 0.345 -0.092 -0.008 -0.030 0.154 0.352 -0.381 0.112 -0.051 -0.313 | -| p4040_p | 0.603 0.882 0.800 -0.377 -0.901 0.793 0.902 0.900 -0.259 0.404 -0.767 -0.168 -0.857 0.345 1.000 -0.217 -0.019 -0.072 0.366 0.835 -0.904 0.267 -0.120 -0.742 | -| Dbar_s | -0.160 -0.234 -0.212 0.100 0.239 -0.211 -0.240 -0.239 0.069 -0.107 0.204 0.045 0.228 -0.092 -0.217 1.000 0.005 0.019 -0.097 -0.222 0.240 -0.071 0.032 0.197 | -| bplus_1 | -0.014 -0.021 -0.019 0.009 0.021 -0.019 -0.021 -0.021 0.006 -0.009 0.018 0.004 0.020 -0.008 -0.019 0.005 1.000 0.002 -0.009 -0.020 0.021 -0.006 0.003 0.017 | -| omega_s | -0.053 -0.078 -0.070 0.033 0.079 -0.070 -0.079 -0.079 0.023 -0.036 0.067 0.015 0.075 -0.030 -0.072 0.019 0.002 1.000 -0.032 -0.073 0.080 -0.023 0.011 0.065 | -| omega_p | 0.270 0.395 0.358 -0.169 -0.403 0.355 0.404 0.403 -0.116 0.181 -0.343 -0.075 -0.384 0.154 0.366 -0.097 -0.009 -0.032 1.000 0.374 -0.405 0.119 -0.054 -0.332 | -| p4160_s | 0.615 0.901 0.817 -0.385 -0.919 0.810 0.921 0.919 -0.264 0.412 -0.783 -0.171 -0.875 0.352 0.835 -0.222 -0.020 -0.073 0.374 1.000 -0.923 0.272 -0.122 -0.758 | -| bplus_0 | -0.666 -0.976 -0.885 0.417 0.996 -0.877 -0.997 -0.996 0.286 -0.447 0.848 0.186 0.948 -0.381 -0.904 0.240 0.021 0.080 -0.405 -0.923 1.000 -0.295 0.133 0.821 | -| rho_p | 0.196 0.288 0.261 -0.123 -0.294 0.259 0.294 0.294 -0.084 0.132 -0.250 -0.055 -0.279 0.112 0.267 -0.071 -0.006 -0.023 0.119 0.272 -0.295 1.000 -0.039 -0.242 | -| p3770_p | -0.088 -0.130 -0.117 0.055 0.132 -0.116 -0.132 -0.132 0.038 -0.059 0.113 0.025 0.126 -0.051 -0.120 0.032 0.003 0.011 -0.054 -0.122 0.133 -0.039 1.000 0.109 | -| bplus_2 | -0.547 -0.801 -0.727 0.342 0.818 -0.720 -0.819 -0.817 0.235 -0.367 0.697 0.153 0.778 -0.313 -0.742 0.197 0.017 0.065 -0.332 -0.758 0.821 -0.242 0.109 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.006559891205028201}), (, {'error': 0.029721768153296857}), (, {'error': 0.005170415626616909}), (, {'error': 0.01005616948837762}), (, {'error': 0.09745879951795144}), (, {'error': 0.020396364919895937}), (, {'error': 0.04094780449717472}), (, {'error': 0.06206328333300304}), (, {'error': 0.00071029146480317}), (, {'error': 0.0017653326819433157}), (, {'error': 0.0011861521778571416}), (, {'error': 0.00145930259669802}), (, {'error': 0.007915785744722292}), (, {'error': 0.0013265766131818069}), (, {'error': 0.022384850557894076}), (, {'error': 9.317893403085198e-05}), (, {'error': 0.0005860951041884999}), (, {'error': 0.005423393320770131}), (, {'error': 0.004819449706032319}), (, {'error': 0.007315607789102785}), (, {'error': 2.859887260306829}), (, {'error': 0.006609217814972812}), (, {'error': 0.0027771976389026065}), (, {'error': 0.007182147351820767})]) -Toy 18/25 -Time taken: 1 h, 26 min -Projected time left: 33 min, 29 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1563 (1563 total) | -| EDM = 0.00103 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297374.527237899 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.26 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.21 | 0.13 | | | -1.5 | 1.5 | | -| 3 | phi_s | 16.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 1.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 3.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.653 | 0.029 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.798 | 0.029 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.17 | 0.19 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.19 | 0.31 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.28 | 0.59 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.49 | 0.22 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 3.96 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.15 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.70 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.52 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.823 | 0.028 | | | -2 | 2 | | -| 17| omega_s | 6.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.98 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.462 | 0.014 | | | -2 | 2 | | -| 21| rho_p | 0.29 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.76 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.20 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.008 0.016 -0.626 0.025 -0.026 -0.013 -0.009 -0.020 -0.023 -0.028 0.008 -0.013 -0.015 0.001 0.022 0.023 0.023 0.008 -0.018 0.022 -0.053 0.016 -0.023 | -| p4160_p | 0.008 1.000 0.047 -0.006 0.357 -0.080 -0.052 -0.080 -0.482 0.076 -0.390 0.220 0.102 -0.192 0.182 0.198 0.311 -0.039 0.006 -0.284 0.306 -0.081 0.319 -0.013 | -| Ctt | 0.016 0.047 1.000 -0.007 0.585 -0.458 -0.469 -0.013 -0.204 0.119 -0.538 0.135 -0.192 -0.177 -0.036 0.383 0.465 -0.061 0.010 -0.170 0.455 -0.131 0.196 0.263 | -| phi_s | -0.626 -0.006 -0.007 1.000 -0.000 0.006 -0.017 -0.002 -0.002 0.045 0.004 -0.011 -0.007 0.001 -0.008 -0.001 -0.007 0.016 -0.014 -0.006 -0.010 0.081 -0.003 -0.052 | -| Dbar_p | 0.025 0.357 0.585 -0.000 1.000 -0.728 -0.524 -0.253 -0.592 0.173 -0.897 0.374 -0.282 -0.511 0.161 0.647 0.771 -0.092 0.016 -0.501 0.751 -0.227 0.393 -0.221 | -| DDstar_p | -0.026 -0.080 -0.458 0.006 -0.728 1.000 0.683 0.387 0.548 -0.167 0.738 -0.169 0.408 0.416 0.079 -0.428 -0.712 0.087 -0.015 0.469 -0.697 0.205 -0.347 0.110 | -| jpsi_p | -0.013 -0.052 -0.469 -0.017 -0.524 0.683 1.000 0.337 0.398 -0.116 0.570 -0.078 0.287 0.294 0.055 -0.518 -0.517 0.057 -0.010 0.320 -0.500 0.166 -0.248 0.037 | -| psi2s_p | -0.009 -0.080 -0.013 -0.002 -0.253 0.387 0.337 1.000 0.219 -0.063 0.298 -0.328 0.123 0.175 -0.078 -0.291 -0.274 0.032 -0.006 0.151 -0.266 0.082 -0.077 0.028 | -| p4040_s | -0.020 -0.482 -0.204 -0.002 -0.592 0.548 0.398 0.219 1.000 -0.128 0.665 -0.165 0.144 0.431 -0.169 -0.419 -0.583 0.070 -0.012 0.364 -0.567 0.180 -0.395 0.121 | -| rho_s | -0.023 0.076 0.119 0.045 0.173 -0.167 -0.116 -0.063 -0.128 1.000 -0.210 0.084 -0.064 -0.108 0.028 0.133 0.203 -0.158 0.023 -0.104 0.233 0.087 0.108 0.065 | -| DDstar_s | -0.028 -0.390 -0.538 0.004 -0.897 0.738 0.570 0.298 0.665 -0.210 1.000 -0.376 0.337 0.563 -0.135 -0.698 -0.914 0.110 -0.018 0.575 -0.892 0.261 -0.526 0.177 | -| p3770_s | 0.008 0.220 0.135 -0.011 0.374 -0.169 -0.078 -0.328 -0.165 0.084 -0.376 1.000 -0.062 -0.204 0.111 0.152 0.341 -0.042 0.006 -0.180 0.340 -0.079 0.102 -0.063 | -| p4415_p | -0.013 0.102 -0.192 -0.007 -0.282 0.408 0.287 0.123 0.144 -0.064 0.337 -0.062 1.000 0.113 0.093 -0.228 -0.334 0.039 -0.008 0.102 -0.322 0.115 -0.126 0.173 | -| p4415_s | -0.015 -0.192 -0.177 0.001 -0.511 0.416 0.294 0.175 0.431 -0.108 0.563 -0.204 0.113 1.000 -0.035 -0.373 -0.461 0.057 -0.009 0.474 -0.449 0.136 -0.325 0.021 | -| p4040_p | 0.001 0.182 -0.036 -0.008 0.161 0.079 0.055 -0.078 -0.169 0.028 -0.135 0.111 0.093 -0.035 1.000 0.033 0.095 -0.012 0.001 0.161 0.097 -0.012 0.191 0.011 | -| Dbar_s | 0.022 0.198 0.383 -0.001 0.647 -0.428 -0.518 -0.291 -0.419 0.133 -0.698 0.152 -0.228 -0.373 0.033 1.000 0.591 -0.072 0.013 -0.357 0.576 -0.179 0.211 -0.112 | -| bplus_1 | 0.023 0.311 0.465 -0.007 0.771 -0.712 -0.517 -0.274 -0.583 0.203 -0.914 0.341 -0.334 -0.461 0.095 0.591 1.000 -0.098 0.015 -0.498 0.737 -0.219 0.490 -0.218 | -| omega_s | 0.023 -0.039 -0.061 0.016 -0.092 0.087 0.057 0.032 0.070 -0.158 0.110 -0.042 0.039 0.057 -0.012 -0.072 -0.098 1.000 -0.214 0.060 -0.112 0.428 -0.060 0.016 | -| omega_p | 0.008 0.006 0.010 -0.014 0.016 -0.015 -0.010 -0.006 -0.012 0.023 -0.018 0.006 -0.008 -0.009 0.001 0.013 0.015 -0.214 1.000 -0.011 0.016 -0.015 0.010 -0.010 | -| p4160_s | -0.018 -0.284 -0.170 -0.006 -0.501 0.469 0.320 0.151 0.364 -0.104 0.575 -0.180 0.102 0.474 0.161 -0.357 -0.498 0.060 -0.011 1.000 -0.481 0.163 -0.318 0.145 | -| bplus_0 | 0.022 0.306 0.455 -0.010 0.751 -0.697 -0.500 -0.266 -0.567 0.233 -0.892 0.340 -0.322 -0.449 0.097 0.576 0.737 -0.112 0.016 -0.481 1.000 -0.245 0.481 -0.206 | -| rho_p | -0.053 -0.081 -0.131 0.081 -0.227 0.205 0.166 0.082 0.180 0.087 0.261 -0.079 0.115 0.136 -0.012 -0.179 -0.219 0.428 -0.015 0.163 -0.245 1.000 -0.146 0.195 | -| p3770_p | 0.016 0.319 0.196 -0.003 0.393 -0.347 -0.248 -0.077 -0.395 0.108 -0.526 0.102 -0.126 -0.325 0.191 0.211 0.490 -0.060 0.010 -0.318 0.481 -0.146 1.000 -0.064 | -| bplus_2 | -0.023 -0.013 0.263 -0.052 -0.221 0.110 0.037 0.028 0.121 0.065 0.177 -0.063 0.173 0.021 0.011 -0.112 -0.218 0.016 -0.010 0.145 -0.206 0.195 -0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.9568075343873819}), (, {'error': 0.10140842393905891}), (, {'error': 0.1337330564910172}), (, {'error': 0.924572706228183}), (, {'error': 0.5612264172652535}), (, {'error': 0.595160481441158}), (, {'error': 0.029444082342851452}), (, {'error': 0.028781084720058026}), (, {'error': 0.1887918749430294}), (, {'error': 0.31350737208594787}), (, {'error': 0.5899462698338398}), (, {'error': 0.21588951103939857}), (, {'error': 0.1726052798833866}), (, {'error': 0.19812654395148876}), (, {'error': 0.13852005754465413}), (, {'error': 0.5231359834122082}), (, {'error': 0.028036165663183565}), (, {'error': 0.8163844407248324}), (, {'error': 0.2197648697774417}), (, {'error': 0.1748704015458724}), (, {'error': 0.014344002276621692}), (, {'error': 0.23651545397549167}), (, {'error': 0.12969033702279908}), (, {'error': 0.050466934568024424})]) -Toy 19/25 -Time taken: 1 h, 32 min -Projected time left: 29 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=354 (354 total) | -| EDM = 3.55E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297029.47258234763 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.26 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.17 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.48 | 0.06 | | | -1.5 | 1.5 | | -| 3 | phi_s | 16.5 | 0.3 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 5.02 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 1.70 | 0.07 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.644 | 0.009 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.890 | 0.011 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.06 | 0.05 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.025 | 0.014 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -3.000E-1 | 0.024E-1 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.44 | 0.07 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -3 | 7 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.13 | 1.13 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.66 | 0.06 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 3.000E-1 | 0.022E-1 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.824 | 0.003 | | | -2 | 2 | | -| 17| omega_s | 8.55 | 0.27 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.19 | 0.09 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.81 | 0.07 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.409 | 0.002 | | | -2 | 2 | | -| 21| rho_p | -2.5 | 1.7 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.187 | 0.015 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.004 -0.008 0.177 -0.004 -0.000 -0.007 -0.000 -0.001 0.001 0.001 -0.001 -0.005 -0.005 -0.003 0.001 0.004 -0.006 0.002 -0.003 0.005 0.004 -0.001 0.019 | -| p4160_p | -0.004 1.000 0.399 0.004 -0.067 -0.357 -0.036 -0.071 0.074 0.002 -0.011 0.025 0.548 0.548 0.144 -0.013 0.341 0.001 -0.006 0.309 0.333 0.004 -0.069 -0.280 | -| Ctt | -0.008 0.399 1.000 0.010 -0.111 -0.519 -0.022 -0.069 0.209 0.005 -0.025 0.023 0.786 0.786 0.197 -0.023 0.500 0.004 -0.011 0.482 0.488 0.008 -0.127 -0.379 | -| phi_s | 0.177 0.004 0.010 1.000 0.005 -0.001 0.001 -0.002 0.001 -0.001 -0.000 0.000 0.007 0.007 0.002 -0.000 -0.003 0.001 0.006 0.004 -0.003 -0.004 -0.001 -0.019 | -| Dbar_p | -0.004 -0.067 -0.111 0.005 1.000 -0.005 0.072 -0.012 -0.053 0.002 0.006 -0.027 -0.098 -0.097 -0.054 0.005 0.014 0.002 -0.005 -0.084 0.015 0.003 0.056 0.119 | -| DDstar_p | -0.000 -0.357 -0.519 -0.001 -0.005 1.000 0.079 0.046 -0.197 -0.001 0.024 -0.044 -0.668 -0.667 -0.195 0.021 -0.351 -0.000 0.002 -0.426 -0.343 -0.001 0.125 0.399 | -| jpsi_p | -0.007 -0.036 -0.022 0.001 0.072 0.079 1.000 -0.004 -0.018 0.001 0.010 0.001 -0.072 -0.072 -0.020 0.007 -0.078 0.000 -0.004 -0.042 -0.079 0.003 0.002 0.010 | -| psi2s_p | -0.000 -0.071 -0.069 -0.002 -0.012 0.046 -0.004 1.000 -0.045 -0.000 0.013 -0.082 -0.102 -0.101 -0.066 0.010 -0.043 -0.001 0.001 -0.079 -0.041 -0.000 0.014 0.057 | -| p4040_s | -0.001 0.074 0.209 0.001 -0.053 -0.197 -0.018 -0.045 1.000 0.001 -0.002 0.032 0.238 0.240 0.055 -0.006 0.182 0.000 -0.003 0.105 0.179 0.002 -0.030 -0.123 | -| rho_s | 0.001 0.002 0.005 -0.001 0.002 -0.001 0.001 -0.000 0.001 1.000 -0.000 0.001 0.004 0.004 0.002 -0.000 0.000 -0.004 0.004 0.003 0.000 0.153 -0.000 -0.007 | -| DDstar_s | 0.001 -0.011 -0.025 -0.000 0.006 0.024 0.010 0.013 -0.002 -0.000 1.000 0.006 -0.032 -0.032 -0.003 -0.000 -0.023 -0.000 0.001 -0.017 -0.023 -0.001 0.008 0.016 | -| p3770_s | -0.001 0.025 0.023 0.000 -0.027 -0.044 0.001 -0.082 0.032 0.001 0.006 1.000 0.065 0.065 -0.009 0.006 0.058 -0.000 -0.002 0.042 0.058 0.001 -0.063 -0.011 | -| p4415_p | -0.005 0.548 0.786 0.007 -0.098 -0.668 -0.072 -0.102 0.238 0.004 -0.032 0.065 1.000 0.999 0.298 -0.031 0.628 0.003 -0.009 0.588 0.614 0.007 -0.150 -0.557 | -| p4415_s | -0.005 0.548 0.786 0.007 -0.097 -0.667 -0.072 -0.101 0.240 0.004 -0.032 0.065 0.999 1.000 0.297 -0.032 0.628 0.003 -0.009 0.589 0.613 0.007 -0.150 -0.558 | -| p4040_p | -0.003 0.144 0.197 0.002 -0.054 -0.195 -0.020 -0.066 0.055 0.002 -0.003 -0.009 0.298 0.297 1.000 -0.004 0.188 0.001 -0.004 0.223 0.185 0.003 -0.030 -0.140 | -| Dbar_s | 0.001 -0.013 -0.023 -0.000 0.005 0.021 0.007 0.010 -0.006 -0.000 -0.000 0.006 -0.031 -0.032 -0.004 1.000 -0.021 -0.000 0.001 -0.018 -0.020 -0.000 0.010 0.015 | -| bplus_1 | 0.004 0.341 0.500 -0.003 0.014 -0.351 -0.078 -0.043 0.182 0.000 -0.023 0.058 0.628 0.628 0.188 -0.021 1.000 -0.001 0.001 0.399 0.305 0.001 -0.099 -0.402 | -| omega_s | -0.006 0.001 0.004 0.001 0.002 -0.000 0.000 -0.001 0.000 -0.004 -0.000 -0.000 0.003 0.003 0.001 -0.000 -0.001 1.000 0.130 0.002 -0.000 -0.026 -0.000 -0.008 | -| omega_p | 0.002 -0.006 -0.011 0.006 -0.005 0.002 -0.004 0.001 -0.003 0.004 0.001 -0.002 -0.009 -0.009 -0.004 0.001 0.001 0.130 1.000 -0.006 -0.001 0.026 0.000 0.019 | -| p4160_s | -0.003 0.309 0.482 0.004 -0.084 -0.426 -0.042 -0.079 0.105 0.003 -0.017 0.042 0.588 0.589 0.223 -0.018 0.399 0.002 -0.006 1.000 0.390 0.004 -0.086 -0.316 | -| bplus_0 | 0.005 0.333 0.488 -0.003 0.015 -0.343 -0.079 -0.041 0.179 0.000 -0.023 0.058 0.614 0.613 0.185 -0.020 0.305 -0.000 -0.001 0.390 1.000 0.006 -0.095 -0.393 | -| rho_p | 0.004 0.004 0.008 -0.004 0.003 -0.001 0.003 -0.000 0.002 0.153 -0.001 0.001 0.007 0.007 0.003 -0.000 0.001 -0.026 0.026 0.004 0.006 1.000 -0.000 -0.011 | -| p3770_p | -0.001 -0.069 -0.127 -0.001 0.056 0.125 0.002 0.014 -0.030 -0.000 0.008 -0.063 -0.150 -0.150 -0.030 0.010 -0.099 -0.000 0.000 -0.086 -0.095 -0.000 1.000 0.088 | -| bplus_2 | 0.019 -0.280 -0.379 -0.019 0.119 0.399 0.010 0.057 -0.123 -0.007 0.016 -0.011 -0.557 -0.558 -0.140 0.015 -0.402 -0.008 0.019 -0.316 -0.393 -0.011 0.088 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09700709644108318}), (, {'error': 0.043819984929864386}), (, {'error': 0.06238420532915068}), (, {'error': 0.32626632993548554}), (, {'error': 0.05863124584977175}), (, {'error': 0.06515453044463948}), (, {'error': 0.009374684028744085}), (, {'error': 0.0114333553612882}), (, {'error': 0.05382205717819344}), (, {'error': 0.014499764885607395}), (, {'error': 0.0024086912019271323}), (, {'error': 0.07243914697643072}), (, {'error': 6.89575781168217}), (, {'error': 1.1283414449915523}), (, {'error': 0.06127298966899786}), (, {'error': 0.0021887731329165994}), (, {'error': 0.0032028845299789666}), (, {'error': 0.26973146714876517}), (, {'error': 0.08958601252134724}), (, {'error': 0.06584317049247279}), (, {'error': 0.001628013333193401}), (, {'error': 1.6942394263613814}), (, {'error': 0.034820431534374086}), (, {'error': 0.015348418886123705})]) -Toy 20/25 -Time taken: 1 h, 36 min -Projected time left: 24 min, 5 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1563 (1563 total) | -| EDM = 0.0051 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297349.3533712585 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.63 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.16 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.39 | 0.22 | | | -1.5 | 1.5 | | -| 3 | phi_s | 19.8 | 1.3 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.622 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.91 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.27 | 1.43 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.10 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | -2.22 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.26 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.84 | 0.05 | | | -2 | 2 | | -| 17| omega_s | 9.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.5 | 0.7 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.44 | 0.03 | | | -2 | 2 | | -| 21| rho_p | 0.7 | 3.9 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.65 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.23 | 0.10 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.004 -0.163 0.754 -0.151 -0.191 0.111 0.002 -0.103 -0.540 -0.006 -0.090 -0.061 -0.081 0.001 -0.005 0.336 -0.096 -0.482 -0.149 -0.442 0.491 -0.076 -0.328 | -| p4160_p | 0.004 1.000 -0.369 0.005 -0.018 0.160 -0.063 -0.159 -0.545 -0.014 0.059 -0.001 0.286 -0.093 0.306 0.036 -0.001 -0.004 -0.013 -0.197 -0.001 0.012 0.201 -0.057 | -| Ctt | -0.163 -0.369 1.000 -0.200 -0.230 0.023 0.169 0.200 0.373 0.307 -0.002 -0.116 0.012 0.232 -0.288 0.003 -0.334 0.032 0.282 0.332 0.250 -0.288 -0.162 0.700 | -| phi_s | 0.754 0.005 -0.200 1.000 -0.167 -0.197 0.137 0.002 -0.124 -0.570 -0.007 -0.103 -0.079 -0.090 -0.000 -0.006 0.375 -0.064 -0.512 -0.176 -0.484 0.542 -0.079 -0.401 | -| Dbar_p | -0.151 -0.018 -0.230 -0.167 1.000 -0.034 0.090 -0.067 -0.055 0.287 0.007 -0.025 -0.076 0.070 -0.078 0.030 -0.049 0.033 0.268 -0.003 0.249 -0.285 0.324 0.098 | -| DDstar_p | -0.191 0.160 0.023 -0.197 -0.034 1.000 -0.014 -0.061 -0.104 0.369 0.048 0.193 -0.044 0.009 0.089 0.007 0.079 0.044 0.346 -0.009 0.305 -0.375 0.286 -0.032 | -| jpsi_p | 0.111 -0.063 0.169 0.137 0.090 -0.014 1.000 -0.031 -0.059 -0.214 0.065 -0.092 -0.049 -0.049 -0.100 0.055 0.163 -0.037 -0.199 -0.084 -0.215 0.195 -0.011 -0.002 | -| psi2s_p | 0.002 -0.159 0.200 0.002 -0.067 -0.061 -0.031 1.000 -0.020 -0.010 0.027 -0.434 -0.094 0.025 -0.214 0.029 0.001 -0.004 -0.010 -0.056 -0.013 0.010 0.014 0.010 | -| p4040_s | -0.103 -0.545 0.373 -0.124 -0.055 -0.104 -0.059 -0.020 1.000 0.184 0.003 0.112 -0.178 0.223 -0.234 -0.000 -0.147 0.019 0.169 0.194 0.164 -0.173 -0.142 0.204 | -| rho_s | -0.540 -0.014 0.307 -0.570 0.287 0.369 -0.214 -0.010 0.184 1.000 0.014 0.159 0.102 0.152 -0.010 0.012 -0.644 0.119 0.915 0.269 0.838 -0.959 0.149 0.587 | -| DDstar_s | -0.006 0.059 -0.002 -0.007 0.007 0.048 0.065 0.027 0.003 0.014 1.000 0.036 0.032 -0.000 0.033 -0.002 -0.000 0.002 0.013 0.008 0.012 -0.014 0.035 0.006 | -| p3770_s | -0.090 -0.001 -0.116 -0.103 -0.025 0.193 -0.092 -0.434 0.112 0.159 0.036 1.000 -0.000 0.031 -0.050 0.033 -0.055 0.016 0.147 0.050 0.157 -0.156 -0.221 -0.000 | -| p4415_p | -0.061 0.286 0.012 -0.079 -0.076 -0.044 -0.049 -0.094 -0.178 0.102 0.032 -0.000 1.000 -0.160 0.167 0.017 -0.176 0.008 0.092 -0.155 0.097 -0.091 0.046 0.229 | -| p4415_s | -0.081 -0.093 0.232 -0.090 0.070 0.009 -0.049 0.025 0.223 0.152 -0.000 0.031 -0.160 1.000 -0.028 0.001 -0.012 0.018 0.142 0.353 0.133 -0.151 -0.050 0.020 | -| p4040_p | 0.001 0.306 -0.288 -0.000 -0.078 0.089 -0.100 -0.214 -0.234 -0.010 0.033 -0.050 0.167 -0.028 1.000 0.024 -0.009 -0.003 -0.010 0.252 0.001 0.011 0.158 -0.051 | -| Dbar_s | -0.005 0.036 0.003 -0.006 0.030 0.007 0.055 0.029 -0.000 0.012 -0.002 0.033 0.017 0.001 0.024 1.000 -0.005 0.002 0.011 0.004 0.010 -0.011 0.043 0.009 | -| bplus_1 | 0.336 -0.001 -0.334 0.375 -0.049 0.079 0.163 0.001 -0.147 -0.644 -0.000 -0.055 -0.176 -0.012 -0.009 -0.005 1.000 -0.077 -0.608 -0.188 -0.873 0.654 0.012 -0.599 | -| omega_s | -0.096 -0.004 0.032 -0.064 0.033 0.044 -0.037 -0.004 0.019 0.119 0.002 0.016 0.008 0.018 -0.003 0.002 -0.077 1.000 0.362 0.029 0.100 -0.115 0.017 0.059 | -| omega_p | -0.482 -0.013 0.282 -0.512 0.268 0.346 -0.199 -0.010 0.169 0.915 0.013 0.147 0.092 0.142 -0.010 0.011 -0.608 0.362 1.000 0.249 0.789 -0.928 0.140 0.536 | -| p4160_s | -0.149 -0.197 0.332 -0.176 -0.003 -0.009 -0.084 -0.056 0.194 0.269 0.008 0.050 -0.155 0.353 0.252 0.004 -0.188 0.029 0.249 1.000 0.243 -0.257 -0.045 0.262 | -| bplus_0 | -0.442 -0.001 0.250 -0.484 0.249 0.305 -0.215 -0.013 0.164 0.838 0.012 0.157 0.097 0.133 0.001 0.010 -0.873 0.100 0.789 0.243 1.000 -0.848 0.137 0.487 | -| rho_p | 0.491 0.012 -0.288 0.542 -0.285 -0.375 0.195 0.010 -0.173 -0.959 -0.014 -0.156 -0.091 -0.151 0.011 -0.011 0.654 -0.115 -0.928 -0.257 -0.848 1.000 -0.154 -0.544 | -| p3770_p | -0.076 0.201 -0.162 -0.079 0.324 0.286 -0.011 0.014 -0.142 0.149 0.035 -0.221 0.046 -0.050 0.158 0.043 0.012 0.017 0.140 -0.045 0.137 -0.154 1.000 -0.001 | -| bplus_2 | -0.328 -0.057 0.700 -0.401 0.098 -0.032 -0.002 0.010 0.204 0.587 0.006 -0.000 0.229 0.020 -0.051 0.009 -0.599 0.059 0.536 0.262 0.487 -0.544 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22182208831529904}), (, {'error': 0.09656986169012782}), (, {'error': 0.22490813349912625}), (, {'error': 1.2615636470162155}), (, {'error': 0.3371364281706586}), (, {'error': 0.38453254814118853}), (, {'error': 0.02601393824969067}), (, {'error': 0.032034589212017295}), (, {'error': 0.17620910406446827}), (, {'error': 1.430770185333461}), (, {'error': 0.024281127609537767}), (, {'error': 0.2274992684931454}), (, {'error': 0.1874507525389726}), (, {'error': 0.19218991482416642}), (, {'error': 0.20708533193012335}), (, {'error': 0.01929296708667408}), (, {'error': 0.051757515373536234}), (, {'error': 0.9587317932992327}), (, {'error': 0.6831470891435028}), (, {'error': 0.1733071218122304}), (, {'error': 0.03263154043109351}), (, {'error': 3.934078460016988}), (, {'error': 0.1051114622680629}), (, {'error': 0.09859588185937507})]) -Toy 21/25 -Time taken: 1 h, 43 min -Projected time left: 19 min, 36 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.989E+05 | Ncalls=521 (532 total) | -| EDM = 2.2E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298876.4245112681 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 3.979 | 0.018 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 5.515 | 0.013 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.017 | 0.006 | | | -1.5 | 1.5 | | -| 3 | phi_s | 1.485E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -4.86 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 4 | 7 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 0.491E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 0.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.899 | 0.007 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.172 | 0.005 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -2.666E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.158 | 0.015 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 0.08 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.447 | 0.004 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.18 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 2.297E-1 | 0.013E-1 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.561 | 0.007 | | | -2 | 2 | | -| 17| omega_s | 4.949 | 0.009 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 4.780 | 0.019 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.050 | 0.006 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -2.327E-1 | 0.029E-1 | | | -2 | 2 | | -| 21| rho_p | 1.18 | 0.04 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -1.670 | 0.009 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.222 | 0.022 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.126 0.059 0.014 0.219 -0.221 0.057 -0.215 -0.170 -0.060 -0.130 -0.191 0.189 -0.044 -0.190 -0.152 -0.220 0.013 -0.050 -0.157 -0.220 0.139 -0.071 -0.219 | -| p4160_p | 0.126 1.000 0.151 0.035 0.569 -0.573 0.147 -0.559 -0.441 -0.155 -0.338 -0.495 0.490 -0.113 -0.496 -0.394 -0.571 0.034 -0.130 -0.408 -0.570 0.360 -0.184 -0.567 | -| Ctt | 0.059 0.151 1.000 0.017 0.266 -0.267 0.072 -0.260 -0.205 -0.072 -0.158 -0.232 0.228 -0.053 -0.233 -0.184 -0.266 0.016 -0.061 -0.190 -0.266 0.168 -0.087 -0.266 | -| phi_s | 0.014 0.035 0.017 1.000 0.062 -0.062 0.016 -0.060 -0.048 -0.017 -0.036 -0.054 0.053 -0.012 -0.053 -0.043 -0.062 0.004 -0.014 -0.044 -0.062 0.039 -0.020 -0.061 | -| Dbar_p | 0.219 0.569 0.266 0.062 1.000 -0.994 0.255 -0.969 -0.765 -0.268 -0.585 -0.859 0.851 -0.197 -0.856 -0.683 -0.990 0.059 -0.225 -0.707 -0.990 0.624 -0.320 -0.984 | -| DDstar_p | -0.221 -0.573 -0.267 -0.062 -0.994 1.000 -0.257 0.976 0.770 0.270 0.589 0.864 -0.857 0.198 0.862 0.688 0.997 -0.059 0.226 0.712 0.996 -0.628 0.322 0.991 | -| jpsi_p | 0.057 0.147 0.072 0.016 0.255 -0.257 1.000 -0.250 -0.198 -0.069 -0.152 -0.222 0.220 -0.051 -0.221 -0.176 -0.255 0.015 -0.058 -0.182 -0.255 0.161 -0.084 -0.253 | -| psi2s_p | -0.215 -0.559 -0.260 -0.060 -0.969 0.976 -0.250 1.000 0.751 0.264 0.575 0.843 -0.836 0.193 0.840 0.671 0.973 -0.058 0.221 0.694 0.972 -0.613 0.314 0.967 | -| p4040_s | -0.170 -0.441 -0.205 -0.048 -0.765 0.770 -0.198 0.751 1.000 0.208 0.453 0.666 -0.660 0.152 0.666 0.529 0.767 -0.045 0.174 0.548 0.767 -0.484 0.248 0.763 | -| rho_s | -0.060 -0.155 -0.072 -0.017 -0.268 0.270 -0.069 0.264 0.208 1.000 0.159 0.233 -0.231 0.053 0.233 0.186 0.269 -0.016 0.061 0.192 0.269 -0.169 0.087 0.268 | -| DDstar_s | -0.130 -0.338 -0.158 -0.036 -0.585 0.589 -0.152 0.575 0.453 0.159 1.000 0.509 -0.505 0.117 0.507 0.405 0.587 -0.035 0.133 0.419 0.587 -0.370 0.189 0.583 | -| p3770_s | -0.191 -0.495 -0.232 -0.054 -0.859 0.864 -0.222 0.843 0.666 0.233 0.509 1.000 -0.741 0.171 0.745 0.594 0.862 -0.051 0.196 0.615 0.861 -0.543 0.277 0.856 | -| p4415_p | 0.189 0.490 0.228 0.053 0.851 -0.857 0.220 -0.836 -0.660 -0.231 -0.505 -0.741 1.000 -0.170 -0.739 -0.589 -0.854 0.051 -0.194 -0.610 -0.854 0.538 -0.276 -0.849 | -| p4415_s | -0.044 -0.113 -0.053 -0.012 -0.197 0.198 -0.051 0.193 0.152 0.053 0.117 0.171 -0.170 1.000 0.171 0.136 0.197 -0.012 0.045 0.141 0.197 -0.124 0.064 0.196 | -| p4040_p | -0.190 -0.496 -0.233 -0.053 -0.856 0.862 -0.221 0.840 0.666 0.233 0.507 0.745 -0.739 0.171 1.000 0.593 0.859 -0.051 0.195 0.614 0.859 -0.541 0.278 0.854 | -| Dbar_s | -0.152 -0.394 -0.184 -0.043 -0.683 0.688 -0.176 0.671 0.529 0.186 0.405 0.594 -0.589 0.136 0.593 1.000 0.685 -0.041 0.156 0.489 0.685 -0.432 0.222 0.681 | -| bplus_1 | -0.220 -0.571 -0.266 -0.062 -0.990 0.997 -0.255 0.973 0.767 0.269 0.587 0.862 -0.854 0.197 0.859 0.685 1.000 -0.059 0.225 0.709 0.993 -0.626 0.321 0.987 | -| omega_s | 0.013 0.034 0.016 0.004 0.059 -0.059 0.015 -0.058 -0.045 -0.016 -0.035 -0.051 0.051 -0.012 -0.051 -0.041 -0.059 1.000 -0.013 -0.042 -0.059 0.037 -0.019 -0.058 | -| omega_p | -0.050 -0.130 -0.061 -0.014 -0.225 0.226 -0.058 0.221 0.174 0.061 0.133 0.196 -0.194 0.045 0.195 0.156 0.225 -0.013 1.000 0.161 0.225 -0.142 0.073 0.224 | -| p4160_s | -0.157 -0.408 -0.190 -0.044 -0.707 0.712 -0.182 0.694 0.548 0.192 0.419 0.615 -0.610 0.141 0.614 0.489 0.709 -0.042 0.161 1.000 0.709 -0.447 0.229 0.705 | -| bplus_0 | -0.220 -0.570 -0.266 -0.062 -0.990 0.996 -0.255 0.972 0.767 0.269 0.587 0.861 -0.854 0.197 0.859 0.685 0.993 -0.059 0.225 0.709 1.000 -0.626 0.321 0.987 | -| rho_p | 0.139 0.360 0.168 0.039 0.624 -0.628 0.161 -0.613 -0.484 -0.169 -0.370 -0.543 0.538 -0.124 -0.541 -0.432 -0.626 0.037 -0.142 -0.447 -0.626 1.000 -0.202 -0.622 | -| p3770_p | -0.071 -0.184 -0.087 -0.020 -0.320 0.322 -0.084 0.314 0.248 0.087 0.189 0.277 -0.276 0.064 0.278 0.222 0.321 -0.019 0.073 0.229 0.321 -0.202 1.000 0.319 | -| bplus_2 | -0.219 -0.567 -0.266 -0.061 -0.984 0.991 -0.253 0.967 0.763 0.268 0.583 0.856 -0.849 0.196 0.854 0.681 0.987 -0.058 0.224 0.705 0.987 -0.622 0.319 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017840048358293892}), (, {'error': 0.013306790446576677}), (, {'error': 0.006498799804171673}), (, {'error': 0.002412062458533093}), (, {'error': 0.1796953621167212}), (, {'error': 6.865668854196185}), (, {'error': 0.0031315623241390256}), (, {'error': 0.0330035757706062}), (, {'error': 0.007302127157569005}), (, {'error': 0.005057411531712019}), (, {'error': 0.0008350339697399956}), (, {'error': 0.014775036259750074}), (, {'error': 0.04853696305374644}), (, {'error': 0.003797249292547128}), (, {'error': 0.04996772269788119}), (, {'error': 0.0013011305634317294}), (, {'error': 0.007183576396298186}), (, {'error': 0.00881107681101545}), (, {'error': 0.0186905060589595}), (, {'error': 0.006409371680311526}), (, {'error': 0.002949253355253534}), (, {'error': 0.03677869702307923}), (, {'error': 0.008833532945556666}), (, {'error': 0.021752943548025927})]) -Toy 22/25 -Time taken: 1 h, 47 min -Projected time left: 14 min, 36 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=2011 (2011 total) | -| EDM = 1.06E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297123.28015873255 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | 3.92 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.10 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_s | 17.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 0.16 | 0.88 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 2.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.62 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.44 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.49 | 0.29 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 11| p3770_s | 2.61 | 0.28 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 3.84 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.56 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | 3.34 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -1.03 | 0.05 | | | -2 | 2 | | -| 17| omega_s | 6.5 | 1.4 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.549 | 0.024 | | | -2 | 2 | | -| 21| rho_p | -0.59 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -2.89 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.27 | 0.10 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.001 0.005 0.451 0.005 0.003 -0.003 0.002 0.000 0.001 0.000 0.003 0.002 -0.000 0.002 0.002 0.005 0.015 0.024 0.002 -0.004 0.076 0.001 0.013 | -| p4160_p | 0.001 1.000 -0.279 -0.005 0.402 -0.273 0.614 0.297 -0.537 0.008 -0.025 0.371 0.574 -0.147 0.537 0.117 0.059 -0.001 0.004 -0.210 0.023 -0.007 0.555 -0.201 | -| Ctt | 0.005 -0.279 1.000 -0.042 0.231 0.373 -0.228 0.256 0.289 -0.056 0.072 -0.054 -0.099 0.182 -0.135 0.230 -0.221 0.022 0.014 0.249 0.005 0.123 -0.047 0.672 | -| phi_s | 0.451 -0.005 -0.042 1.000 -0.006 -0.008 -0.015 -0.008 -0.010 -0.019 -0.000 -0.014 -0.019 -0.000 -0.013 0.002 0.024 0.066 0.046 -0.023 -0.023 0.082 -0.004 -0.086 | -| Dbar_p | 0.005 0.402 0.231 -0.006 1.000 0.597 0.602 0.538 -0.271 -0.043 0.201 0.480 0.235 -0.117 0.462 0.269 -0.180 0.022 0.017 -0.122 -0.027 -0.021 0.559 -0.064 | -| DDstar_p | 0.003 -0.273 0.373 -0.008 0.597 1.000 -0.083 0.109 -0.033 -0.066 0.194 0.011 -0.249 -0.004 -0.142 0.156 -0.352 0.026 0.014 -0.046 -0.048 -0.011 0.007 0.234 | -| jpsi_p | -0.003 0.614 -0.228 -0.015 0.602 -0.083 1.000 0.472 -0.267 0.006 -0.006 0.515 0.400 -0.140 0.563 0.137 0.086 -0.005 0.001 -0.140 0.023 -0.015 0.546 -0.350 | -| psi2s_p | 0.002 0.297 0.256 -0.008 0.538 0.109 0.472 1.000 -0.103 -0.008 0.033 0.100 0.191 -0.040 0.260 0.177 -0.011 0.005 0.006 -0.087 0.003 0.001 0.400 -0.081 | -| p4040_s | 0.000 -0.537 0.289 -0.010 -0.271 -0.033 -0.267 -0.103 1.000 0.006 -0.064 -0.060 -0.326 0.202 -0.363 -0.063 0.060 -0.003 -0.002 0.047 0.024 0.047 -0.291 0.099 | -| rho_s | 0.001 0.008 -0.056 -0.019 -0.043 -0.066 0.006 -0.008 0.006 1.000 0.008 -0.006 -0.000 0.018 0.001 -0.028 -0.123 -0.342 0.013 0.000 0.193 0.158 -0.001 -0.100 | -| DDstar_s | 0.000 -0.025 0.072 -0.000 0.201 0.194 -0.006 0.033 -0.064 0.008 1.000 0.052 -0.095 0.001 -0.004 0.080 0.057 -0.003 -0.001 -0.055 0.012 0.007 0.108 -0.053 | -| p3770_s | 0.003 0.371 -0.054 -0.014 0.480 0.011 0.515 0.100 -0.060 -0.006 0.052 1.000 0.267 -0.049 0.366 0.171 0.020 0.005 0.007 -0.029 0.035 0.016 0.220 -0.164 | -| p4415_p | 0.002 0.574 -0.099 -0.019 0.235 -0.249 0.400 0.191 -0.326 -0.000 -0.095 0.267 1.000 -0.209 0.419 0.114 0.043 0.003 0.006 -0.190 0.034 0.044 0.381 -0.029 | -| p4415_s | -0.000 -0.147 0.182 -0.000 -0.117 -0.004 -0.140 -0.040 0.202 0.018 0.001 -0.049 -0.209 1.000 -0.049 -0.063 0.119 -0.008 -0.005 0.354 0.027 0.012 -0.143 -0.089 | -| p4040_p | 0.002 0.537 -0.135 -0.013 0.462 -0.142 0.563 0.260 -0.363 0.001 -0.004 0.366 0.419 -0.049 1.000 0.157 0.050 0.002 0.006 0.161 0.034 0.015 0.541 -0.174 | -| Dbar_s | 0.002 0.117 0.230 0.002 0.269 0.156 0.137 0.177 -0.063 -0.028 0.080 0.171 0.114 -0.063 0.157 1.000 -0.151 0.012 0.007 0.003 -0.032 -0.025 0.041 0.035 | -| bplus_1 | 0.005 0.059 -0.221 0.024 -0.180 -0.352 0.086 -0.011 0.060 -0.123 0.057 0.020 0.043 0.119 0.050 -0.151 1.000 0.061 0.031 0.057 -0.844 -0.026 -0.006 -0.263 | -| omega_s | 0.015 -0.001 0.022 0.066 0.022 0.026 -0.005 0.005 -0.003 -0.342 -0.003 0.005 0.003 -0.008 0.002 0.012 0.061 1.000 0.712 0.001 -0.083 0.085 0.001 0.047 | -| omega_p | 0.024 0.004 0.014 0.046 0.017 0.014 0.001 0.006 -0.002 0.013 -0.001 0.007 0.006 -0.005 0.006 0.007 0.031 0.712 1.000 0.002 -0.040 0.017 0.004 0.032 | -| p4160_s | 0.002 -0.210 0.249 -0.023 -0.122 -0.046 -0.140 -0.087 0.047 0.000 -0.055 -0.029 -0.190 0.354 0.161 0.003 0.057 0.001 0.002 1.000 0.050 0.078 -0.097 0.111 | -| bplus_0 | -0.004 0.023 0.005 -0.023 -0.027 -0.048 0.023 0.003 0.024 0.193 0.012 0.035 0.034 0.027 0.034 -0.032 -0.844 -0.083 -0.040 0.050 1.000 0.058 0.022 -0.027 | -| rho_p | 0.076 -0.007 0.123 0.082 -0.021 -0.011 -0.015 0.001 0.047 0.158 0.007 0.016 0.044 0.012 0.015 -0.025 -0.026 0.085 0.017 0.078 0.058 1.000 -0.018 0.275 | -| p3770_p | 0.001 0.555 -0.047 -0.004 0.559 0.007 0.546 0.400 -0.291 -0.001 0.108 0.220 0.381 -0.143 0.541 0.041 -0.006 0.001 0.004 -0.097 0.022 -0.018 1.000 -0.144 | -| bplus_2 | 0.013 -0.201 0.672 -0.086 -0.064 0.234 -0.350 -0.081 0.099 -0.100 -0.053 -0.164 -0.029 -0.089 -0.174 0.035 -0.263 0.047 0.032 0.111 -0.027 0.275 -0.144 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30657762746225314}), (, {'error': 0.14486297446811847}), (, {'error': 0.19591520050737044}), (, {'error': 0.8993286435327281}), (, {'error': 0.8818510061671945}), (, {'error': 0.6973680864553398}), (, {'error': 0.042107615891870065}), (, {'error': 0.0393620912083259}), (, {'error': 0.1826959266165309}), (, {'error': 0.2889311562486021}), (, {'error': 0.3980666037613354}), (, {'error': 0.2834420771641384}), (, {'error': 0.16421064147739184}), (, {'error': 0.19512888241036386}), (, {'error': 0.1718783119706515}), (, {'error': 0.4049313847745858}), (, {'error': 0.0500839812859043}), (, {'error': 1.37453814519353}), (, {'error': 0.31741231961688765}), (, {'error': 0.1724015991012644}), (, {'error': 0.024498426400506146}), (, {'error': 0.2590211894273726}), (, {'error': 0.14743499279862138}), (, {'error': 0.10361988722801463})]) -Toy 23/25 -Time taken: 1 h, 54 min -Projected time left: 9 min, 58 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1326 (1326 total) | -| EDM = 4.57E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297319.4569130156 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -1.87 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.06 | 0.17 | | | -1.5 | 1.5 | | -| 3 | phi_s | 20.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | -4.05 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | -4.78 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.603 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 2.138 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 0.61 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 11| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 3.94 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.40 | 0.20 | | |0.126447 | 2.35355 | | -| 14| p4040_p | -2.10 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 16| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 17| omega_s | 8.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 18| omega_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.43 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.393 | 0.031 | | | -2 | 2 | | -| 21| rho_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | 0.11 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.003 -0.013 -0.760 -0.003 0.002 0.044 0.004 -0.009 -0.052 -0.000 0.000 -0.009 -0.000 -0.002 -0.000 -0.013 0.020 -0.012 -0.012 0.017 -0.078 -0.000 0.044 | -| p4160_p | 0.003 1.000 -0.345 -0.003 0.061 0.031 -0.018 -0.123 -0.513 -0.007 0.020 0.003 0.291 -0.116 0.200 0.010 0.041 -0.005 -0.010 -0.083 0.004 0.015 -0.002 -0.053 | -| Ctt | -0.013 -0.345 1.000 -0.034 -0.201 -0.103 0.230 0.109 0.328 0.083 -0.001 -0.002 0.014 0.172 -0.266 0.008 0.098 -0.013 0.009 0.216 -0.019 0.044 0.006 -0.659 | -| phi_s | -0.760 -0.003 -0.034 1.000 -0.009 -0.011 -0.006 -0.015 -0.019 0.009 0.000 0.000 -0.021 -0.001 -0.008 0.000 -0.107 0.013 -0.019 -0.022 0.112 0.148 0.000 0.060 | -| Dbar_p | -0.003 0.061 -0.201 -0.009 1.000 -0.049 0.248 0.077 -0.064 0.031 0.002 0.005 -0.028 0.040 -0.037 0.008 -0.084 -0.001 0.016 -0.043 -0.008 -0.016 -0.002 0.049 | -| DDstar_p | 0.002 0.031 -0.103 -0.011 -0.049 1.000 -0.038 -0.084 -0.136 0.049 0.016 0.003 -0.131 0.020 0.009 0.004 -0.191 0.004 0.041 -0.050 -0.029 -0.072 -0.001 0.237 | -| jpsi_p | 0.044 -0.018 0.230 -0.006 0.248 -0.038 1.000 -0.051 -0.024 -0.086 0.026 0.001 -0.006 -0.023 -0.064 0.015 -0.064 -0.011 -0.029 -0.029 0.110 -0.025 0.001 -0.122 | -| psi2s_p | 0.004 -0.123 0.109 -0.015 0.077 -0.084 -0.051 1.000 -0.005 0.021 0.018 0.005 -0.085 0.040 -0.219 0.017 0.019 -0.006 0.010 -0.084 -0.041 -0.019 0.006 0.020 | -| p4040_s | -0.009 -0.513 0.328 -0.019 -0.064 -0.136 -0.024 -0.005 1.000 0.058 -0.000 -0.003 -0.158 0.205 -0.193 -0.000 0.039 -0.005 0.019 0.029 -0.064 -0.005 -0.000 -0.094 | -| rho_s | -0.052 -0.007 0.083 0.009 0.031 0.049 -0.086 0.021 0.058 1.000 -0.000 -0.001 0.052 0.011 0.012 -0.001 0.294 0.045 0.353 0.064 -0.333 -0.109 0.000 -0.186 | -| DDstar_s | -0.000 0.020 -0.001 0.000 0.002 0.016 0.026 0.018 -0.000 -0.000 1.000 0.000 0.011 -0.001 0.008 -0.000 -0.006 0.000 0.000 0.002 0.002 -0.000 -0.000 0.002 | -| p3770_s | 0.000 0.003 -0.002 0.000 0.005 0.003 0.001 0.005 -0.003 -0.001 0.000 1.000 0.001 -0.001 0.003 0.000 -0.002 -0.000 -0.000 -0.001 0.002 0.000 -0.001 0.000 | -| p4415_p | -0.009 0.291 0.014 -0.021 -0.028 -0.131 -0.006 -0.085 -0.158 0.052 0.011 0.001 1.000 -0.148 0.168 0.006 0.109 -0.009 0.008 -0.063 -0.058 0.018 -0.000 -0.230 | -| p4415_s | -0.000 -0.116 0.172 -0.001 0.040 0.020 -0.023 0.040 0.205 0.011 -0.001 -0.001 -0.148 1.000 -0.013 -0.001 -0.098 0.002 0.011 0.325 0.001 -0.020 0.001 0.156 | -| p4040_p | -0.002 0.200 -0.266 -0.008 -0.037 0.009 -0.064 -0.219 -0.193 0.012 0.008 0.003 0.168 -0.013 1.000 0.006 0.051 -0.004 -0.001 0.352 -0.026 0.007 -0.001 -0.041 | -| Dbar_s | -0.000 0.010 0.008 0.000 0.008 0.004 0.015 0.017 -0.000 -0.001 -0.000 0.000 0.006 -0.001 0.006 1.000 -0.001 0.000 -0.001 0.001 0.002 0.001 -0.000 -0.001 | -| bplus_1 | -0.013 0.041 0.098 -0.107 -0.084 -0.191 -0.064 0.019 0.039 0.294 -0.006 -0.002 0.109 -0.098 0.051 -0.001 1.000 0.023 0.263 0.015 -0.950 -0.422 0.000 -0.238 | -| omega_s | 0.020 -0.005 -0.013 0.013 -0.001 0.004 -0.011 -0.006 -0.005 0.045 0.000 -0.000 -0.009 0.002 -0.004 0.000 0.023 1.000 0.663 -0.008 -0.026 -0.040 0.000 0.032 | -| omega_p | -0.012 -0.010 0.009 -0.019 0.016 0.041 -0.029 0.010 0.019 0.353 0.000 -0.000 0.008 0.011 -0.001 -0.001 0.263 0.663 1.000 0.013 -0.289 -0.486 -0.000 -0.001 | -| p4160_s | -0.012 -0.083 0.216 -0.022 -0.043 -0.050 -0.029 -0.084 0.029 0.064 0.002 -0.001 -0.063 0.325 0.352 0.001 0.015 -0.008 0.013 1.000 -0.043 0.015 0.000 -0.144 | -| bplus_0 | 0.017 0.004 -0.019 0.112 -0.008 -0.029 0.110 -0.041 -0.064 -0.333 0.002 0.002 -0.058 0.001 -0.026 0.002 -0.950 -0.026 -0.289 -0.043 1.000 0.462 0.000 0.065 | -| rho_p | -0.078 0.015 0.044 0.148 -0.016 -0.072 -0.025 -0.019 -0.005 -0.109 -0.000 0.000 0.018 -0.020 0.007 0.001 -0.422 -0.040 -0.486 0.015 0.462 1.000 0.000 -0.136 | -| p3770_p | -0.000 -0.002 0.006 0.000 -0.002 -0.001 0.001 0.006 -0.000 0.000 -0.000 -0.001 -0.000 0.001 -0.001 -0.000 0.000 0.000 -0.000 0.000 0.000 0.000 1.000 -0.002 | -| bplus_2 | 0.044 -0.053 -0.659 0.060 0.049 0.237 -0.122 0.020 -0.094 -0.186 0.002 0.000 -0.230 0.156 -0.041 -0.001 -0.238 0.032 -0.001 -0.144 0.065 -0.136 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3613220550991665}), (, {'error': 0.09102905204903067}), (, {'error': 0.1702762008125973}), (, {'error': 1.314529127759414}), (, {'error': 0.21049902684217314}), (, {'error': 0.2496184061675435}), (, {'error': 0.023641598622399673}), (, {'error': 0.02600971383620454}), (, {'error': 0.171844010777916}), (, {'error': 0.4153270958888323}), (, {'error': 0.011174570908023235}), (, {'error': 0.010607304170553333}), (, {'error': 0.1533230072419336}), (, {'error': 0.1972549779536954}), (, {'error': 0.2957326246204943}), (, {'error': 0.006971743222403903}), (, {'error': 0.06049353950603997}), (, {'error': 1.2612573268777667}), (, {'error': 0.35245471893160385}), (, {'error': 0.17014359042248683}), (, {'error': 0.03118710059163221}), (, {'error': 0.5011676599594423}), (, {'error': 0.009879717772501628}), (, {'error': 0.07618276427960824})]) -Toy 24/25 -Time taken: 2 h, 57 s -Projected time left: 5 min, 2 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1271 (1271 total) | -| EDM = 1.32E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297308.9057820605 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.65 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | p4160_p | -2.17 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.46 | 0.21 | | | -1.5 | 1.5 | | -| 3 | phi_s | 20.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 4 | Dbar_p | 2.09 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | DDstar_p | 5.24 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.629 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_s | 1.15 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 10| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 11| p3770_s | 3.19 | 0.23 | | |0.918861 | 4.08114 | | -| 12| p4415_p | 3.89 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.09 | 0.19 | | |0.126447 | 2.35355 | | -| 14| p4040_p | 3.82 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 16| bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 17| omega_s | 4.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.08 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.453 | 0.019 | | | -2 | 2 | | -| 21| rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_p | 3.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_2 | -0.22 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p p4160_p Ctt phi_s Dbar_p DDstar_p jpsi_p psi2s_p p4040_s rho_s DDstar_s p3770_s p4415_p p4415_s p4040_p Dbar_s bplus_1 omega_s omega_p p4160_s bplus_0 rho_p p3770_p bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.003 -0.025 0.690 0.003 0.015 0.021 -0.003 -0.015 0.062 0.000 -0.010 -0.021 0.003 -0.009 0.000 -0.031 -0.143 0.007 -0.020 0.031 -0.265 0.009 -0.086 | -| p4160_p | -0.003 1.000 -0.369 -0.006 0.056 0.222 0.006 -0.140 -0.557 0.006 0.027 -0.011 0.271 -0.092 0.207 0.023 -0.003 -0.003 0.000 -0.188 0.019 0.001 0.231 -0.042 | -| Ctt | -0.025 -0.369 1.000 -0.049 -0.285 -0.104 0.203 0.173 0.354 0.003 0.002 -0.167 0.006 0.171 -0.289 0.010 -0.158 0.014 -0.000 0.269 -0.014 0.110 -0.252 0.696 | -| phi_s | 0.690 -0.006 -0.049 1.000 -0.005 0.017 0.035 -0.003 -0.027 -0.014 -0.000 -0.020 -0.036 0.002 -0.015 -0.000 0.004 -0.058 0.000 -0.038 -0.010 -0.174 0.009 -0.142 | -| Dbar_p | 0.003 0.056 -0.285 -0.005 1.000 -0.059 0.274 0.021 -0.075 0.046 0.004 0.012 -0.065 0.045 -0.006 0.015 0.190 -0.017 0.001 -0.072 0.029 0.016 0.357 -0.090 | -| DDstar_p | 0.015 0.222 -0.104 0.017 -0.059 1.000 0.241 0.043 -0.098 0.061 0.018 0.159 0.005 -0.007 0.146 0.000 0.306 -0.028 0.002 -0.063 0.013 -0.019 0.259 -0.223 | -| jpsi_p | 0.021 0.006 0.203 0.035 0.274 0.241 1.000 0.002 -0.016 0.030 0.038 -0.004 -0.018 -0.010 -0.061 0.036 0.084 -0.038 0.002 -0.039 -0.049 -0.094 0.107 0.094 | -| psi2s_p | -0.003 -0.140 0.173 -0.003 0.021 0.043 0.002 1.000 0.005 0.013 0.020 -0.398 -0.108 0.042 -0.228 0.024 0.059 -0.007 0.001 -0.072 -0.006 -0.001 0.017 -0.021 | -| p4040_s | -0.015 -0.557 0.354 -0.027 -0.075 -0.098 -0.016 0.005 1.000 0.016 0.006 0.106 -0.206 0.205 -0.243 -0.000 0.030 0.002 0.000 0.080 0.019 0.051 -0.151 0.097 | -| rho_s | 0.062 0.006 0.003 -0.014 0.046 0.061 0.030 0.013 0.016 1.000 -0.001 0.021 0.004 0.024 0.008 -0.000 -0.207 -0.502 0.036 0.020 0.289 0.107 0.031 -0.009 | -| DDstar_s | 0.000 0.027 0.002 -0.000 0.004 0.018 0.038 0.020 0.006 -0.001 1.000 0.015 0.022 -0.001 0.022 -0.001 -0.010 0.001 -0.000 0.008 0.000 0.001 0.013 0.010 | -| p3770_s | -0.010 -0.011 -0.167 -0.020 0.012 0.159 -0.004 -0.398 0.106 0.021 0.015 1.000 -0.018 0.030 -0.045 0.021 0.066 -0.006 0.000 0.015 0.046 0.025 -0.229 -0.090 | -| p4415_p | -0.021 0.271 0.006 -0.036 -0.065 0.005 -0.018 -0.108 -0.206 0.004 0.022 -0.018 1.000 -0.167 0.120 0.014 -0.065 0.008 -0.000 -0.157 0.021 0.062 0.052 0.183 | -| p4415_s | 0.003 -0.092 0.171 0.002 0.045 -0.007 -0.010 0.042 0.205 0.024 -0.001 0.030 -0.167 1.000 0.004 -0.002 0.141 -0.011 0.001 0.341 0.014 -0.004 -0.065 -0.133 | -| p4040_p | -0.009 0.207 -0.289 -0.015 -0.006 0.146 -0.061 -0.228 -0.243 0.008 0.022 -0.045 0.120 0.004 1.000 0.022 0.017 -0.002 0.000 0.277 0.024 0.014 0.185 -0.058 | -| Dbar_s | 0.000 0.023 0.010 -0.000 0.015 0.000 0.036 0.024 -0.000 -0.000 -0.001 0.021 0.014 -0.002 0.022 1.000 -0.005 0.000 -0.000 0.003 0.001 0.001 0.025 0.006 | -| bplus_1 | -0.031 -0.003 -0.158 0.004 0.190 0.306 0.084 0.059 0.030 -0.207 -0.010 0.066 -0.065 0.141 0.017 -0.005 1.000 0.103 -0.006 0.023 -0.860 0.043 0.106 -0.269 | -| omega_s | -0.143 -0.003 0.014 -0.058 -0.017 -0.028 -0.038 -0.007 0.002 -0.502 0.001 -0.006 0.008 -0.011 -0.002 0.000 0.103 1.000 -0.095 0.003 -0.133 0.300 -0.018 0.051 | -| omega_p | 0.007 0.000 -0.000 0.000 0.001 0.002 0.002 0.001 0.000 0.036 -0.000 0.000 -0.000 0.001 0.000 -0.000 -0.006 -0.095 1.000 0.000 0.008 0.003 0.001 -0.002 | -| p4160_s | -0.020 -0.188 0.269 -0.038 -0.072 -0.063 -0.039 -0.072 0.080 0.020 0.008 0.015 -0.157 0.341 0.277 0.003 0.023 0.003 0.000 1.000 0.034 0.068 -0.078 0.124 | -| bplus_0 | 0.031 0.019 -0.014 -0.010 0.029 0.013 -0.049 -0.006 0.019 0.289 0.000 0.046 0.021 0.014 0.024 0.001 -0.860 -0.133 0.008 0.034 1.000 -0.034 0.034 -0.014 | -| rho_p | -0.265 0.001 0.110 -0.174 0.016 -0.019 -0.094 -0.001 0.051 0.107 0.001 0.025 0.062 -0.004 0.014 0.001 0.043 0.300 0.003 0.068 -0.034 1.000 -0.021 0.281 | -| p3770_p | 0.009 0.231 -0.252 0.009 0.357 0.259 0.107 0.017 -0.151 0.031 0.013 -0.229 0.052 -0.065 0.185 0.025 0.106 -0.018 0.001 -0.078 0.034 -0.021 1.000 -0.111 | -| bplus_2 | -0.086 -0.042 0.696 -0.142 -0.090 -0.223 0.094 -0.021 0.097 -0.009 0.010 -0.090 0.183 -0.133 -0.058 0.006 -0.269 0.051 -0.002 0.124 -0.014 0.281 -0.111 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2117465855509848}), (, {'error': 0.10597473668606572}), (, {'error': 0.2080870054010997}), (, {'error': 1.0977071531591651}), (, {'error': 0.2845978663637876}), (, {'error': 0.27999344826684247}), (, {'error': 0.027359198693781117}), (, {'error': 0.03167171620825204}), (, {'error': 0.17249281894966462}), (, {'error': 0.3409758143234817}), (, {'error': 0.01589657659732452}), (, {'error': 0.23298721314684245}), (, {'error': 0.1881269336010707}), (, {'error': 0.1946658228637062}), (, {'error': 0.15839464715944018}), (, {'error': 0.014217873667302844}), (, {'error': 0.038904184541815545}), (, {'error': 0.9574346297912699}), (, {'error': 0.09499866801755719}), (, {'error': 0.16961256666729208}), (, {'error': 0.01944624730274702}), (, {'error': 0.35814691781508357}), (, {'error': 0.10053480321337105}), (, {'error': 0.08340035020938752})]) -Toy 25/25 -Time taken: 2 h, 6 min -Projected time left: -17/25 fits converged -Mean Ctt value = -0.3216983704957579 -Mean Ctt error = 0.18667007336518437 -95 Sensitivy = 0.00029270401683737185 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247870.out b/finished fits/ff1data1/slurm-2247870.out deleted file mode 100644 index 5fb79fe..0000000 --- a/finished fits/ff1data1/slurm-2247870.out +++ /dev/null @@ -1,5306 +0,0 @@ -Simulation starting -2019-09-05 19:03:26.293069: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:03:26.633529: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 19:03:26.633917: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:03:26.636180: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:03:26.638377: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:03:26.638854: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:03:26.641550: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:03:26.643641: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:03:26.650214: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:03:26.656254: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:03:26.656687: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:03:26.684909: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:03:26.685330: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5583a4674b30 executing computations on platform Host. Devices: -2019-09-05 19:03:26.685380: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:03:26.689600: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 19:03:26.689723: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:03:26.689754: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:03:26.689778: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:03:26.689803: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:03:26.689827: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:03:26.689852: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:03:26.689878: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:03:26.696594: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:03:26.696813: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:03:26.901161: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:03:26.901228: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:03:26.901244: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:03:26.911703: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0b:00.0, compute capability: 3.7) -2019-09-05 19:03:26.914459: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5583a4bd1090 executing computations on platform CUDA. Devices: -2019-09-05 19:03:26.914508: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:03:29.013216 140536888964864 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:03:29.072451 140536888964864 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:03:29.582093 140536888964864 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:03:50.880089: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:03:59.378557 140536888964864 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340698.415251 Edm = 9124.67 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340698.415251 Edm = 9124.67 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 320863.4416528 Edm = 16.1209 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 319341.4241432 Edm = 918.938 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 311964.3111521 Edm = 23108.2 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 311661.8359868 Edm = 1970.13 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 304822.0754658 Edm = 1642.73 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300755.6975627 Edm = 164.101 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298777.699762 Edm = 398.892 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298462.5539369 Edm = 187.988 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298041.483771 Edm = 71.5355 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297944.9010068 Edm = 3.85224 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297939.203106 Edm = 0.426778 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297937.9647051 Edm = 0.692037 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297888.553487 Edm = 2.89957 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297885.2724989 Edm = 0.0730231 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297884.9526916 Edm = 0.25517 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297811.9593165 Edm = 23.4339 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297676.4876822 Edm = 53.3607 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297589.6710464 Edm = 7.30312 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297582.8805605 Edm = 0.564112 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297582.1988082 Edm = 0.0481144 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297582.0512959 Edm = 0.0925115 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297546.6838417 Edm = 31.5583 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297364.4400195 Edm = 7.73771 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297339.4291005 Edm = 6.98717 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297327.2119613 Edm = 3.88657 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297325.1041292 Edm = 1.2342 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297323.8377558 Edm = 0.165552 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297323.6775329 Edm = 0.0204032 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297323.6209343 Edm = 0.0240584 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297323.1095811 Edm = 0.520786 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297295.3039178 Edm = 7.60977 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297287.347296 Edm = 3.83924 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297284.5722731 Edm = 0.292191 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297284.2143398 Edm = 0.0769212 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297284.0954245 Edm = 0.00529396 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297284.0854898 Edm = 0.00458519 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297283.6464255 Edm = 0.426143 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297269.0793278 Edm = 12.053 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297244.0078505 Edm = 32.8732 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297234.396282 Edm = 12.2045 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297225.7769318 Edm = 13.0434 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297210.6682595 Edm = 5.7142 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297197.6131213 Edm = 4.07727 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297196.6319447 Edm = 1.09225 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297195.8550457 Edm = 0.105299 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297195.8124191 Edm = 0.00916742 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297195.8042366 Edm = 0.00434763 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297195.7931565 Edm = 0.00520912 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297195.6078774 Edm = 0.176367 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297186.5772208 Edm = 1.04767 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297185.2144637 Edm = 0.021618 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297185.1913696 Edm = 0.00238087 NCalls = 162 -VariableMetric: Iteration # 53 - FCN = 297185.1873109 Edm = 0.00131866 NCalls = 164 -VariableMetric: Iteration # 54 - FCN = 297185.1772026 Edm = 0.00771322 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297184.9841772 Edm = 0.12221 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297182.4348993 Edm = 2.00544 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297163.6627421 Edm = 3.09493 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297161.2511687 Edm = 1.01604 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297160.674176 Edm = 0.0214853 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297160.6535483 Edm = 0.00504971 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297160.6483489 Edm = 0.003025 NCalls = 186 -VariableMetric: Iteration # 62 - FCN = 297160.6438252 Edm = 0.000821666 NCalls = 188 -VariableMetric: Iteration # 63 - FCN = 297160.6416257 Edm = 0.000835018 NCalls = 190 -VariableMetric: Iteration # 64 - FCN = 297160.6351699 Edm = 0.00414396 NCalls = 193 -VariableMetric: Iteration # 65 - FCN = 297160.54059 Edm = 0.101373 NCalls = 197 -VariableMetric: Iteration # 66 - FCN = 297160.2598007 Edm = 0.228502 NCalls = 202 -VariableMetric: Iteration # 67 - FCN = 297157.7894242 Edm = 0.237482 NCalls = 205 -VariableMetric: Iteration # 68 - FCN = 297157.560323 Edm = 0.0623687 NCalls = 206 -VariableMetric: Iteration # 69 - FCN = 297157.4454628 Edm = 0.0459441 NCalls = 209 -VariableMetric: Iteration # 70 - FCN = 297157.3521295 Edm = 0.0213775 NCalls = 212 -VariableMetric: Iteration # 71 - FCN = 297157.3245461 Edm = 0.0151604 NCalls = 214 -VariableMetric: Iteration # 72 - FCN = 297157.3147841 Edm = 0.00213355 NCalls = 216 -VariableMetric: Iteration # 73 - FCN = 297157.3119072 Edm = 0.000229963 NCalls = 218 -VariableMetric: Iteration # 74 - FCN = 297157.3115393 Edm = 6.50971e-05 NCalls = 220 -VariableMetric: After Hessian - FCN = 297157.3115393 Edm = 8625.49 NCalls = 701 -VariableMetric: Iteration # 75 - FCN = 297157.3115393 Edm = 8625.49 NCalls = 701 -VariableMetric: Iteration # 76 - FCN = 297155.3028779 Edm = 114.045 NCalls = 709 -VariableMetric: Iteration # 77 - FCN = 297151.9034711 Edm = 0.788272 NCalls = 711 -VariableMetric: Iteration # 78 - FCN = 297151.1958392 Edm = 0.159088 NCalls = 713 -VariableMetric: Iteration # 79 - FCN = 297150.6476573 Edm = 0.0599999 NCalls = 715 -VariableMetric: Iteration # 80 - FCN = 297150.4433048 Edm = 0.0744584 NCalls = 717 -VariableMetric: Iteration # 81 - FCN = 297150.2554233 Edm = 0.065006 NCalls = 719 -VariableMetric: Iteration # 82 - FCN = 297149.8391877 Edm = 0.183377 NCalls = 722 -VariableMetric: Iteration # 83 - FCN = 297149.4898688 Edm = 0.280302 NCalls = 725 -VariableMetric: Iteration # 84 - FCN = 297149.1595525 Edm = 0.141361 NCalls = 727 -VariableMetric: Iteration # 85 - FCN = 297148.9394663 Edm = 0.113796 NCalls = 729 -VariableMetric: Iteration # 86 - FCN = 297148.8886298 Edm = 0.0379727 NCalls = 731 -VariableMetric: Iteration # 87 - FCN = 297148.85097 Edm = 0.0273141 NCalls = 733 -VariableMetric: Iteration # 88 - FCN = 297148.8228601 Edm = 0.00878133 NCalls = 735 -VariableMetric: Iteration # 89 - FCN = 297148.8094219 Edm = 0.00310896 NCalls = 737 -VariableMetric: Iteration # 90 - FCN = 297148.7855033 Edm = 0.00412556 NCalls = 740 -VariableMetric: Iteration # 91 - FCN = 297148.7769114 Edm = 0.00352834 NCalls = 742 -VariableMetric: Iteration # 92 - FCN = 297148.7455832 Edm = 0.00795689 NCalls = 746 -VariableMetric: Iteration # 93 - FCN = 297148.7225353 Edm = 0.0122512 NCalls = 749 -VariableMetric: Iteration # 94 - FCN = 297148.7019972 Edm = 0.0235736 NCalls = 751 -VariableMetric: Iteration # 95 - FCN = 297148.6815814 Edm = 0.00696123 NCalls = 754 -VariableMetric: Iteration # 96 - FCN = 297148.665934 Edm = 0.00597908 NCalls = 756 -VariableMetric: Iteration # 97 - FCN = 297148.6481826 Edm = 0.0073251 NCalls = 759 -VariableMetric: Iteration # 98 - FCN = 297148.6429658 Edm = 0.00307199 NCalls = 761 -VariableMetric: Iteration # 99 - FCN = 297148.6378735 Edm = 0.00123903 NCalls = 763 -VariableMetric: Iteration # 100 - FCN = 297148.633305 Edm = 0.000509792 NCalls = 765 -VariableMetric: Iteration # 101 - FCN = 297148.6321436 Edm = 0.000696934 NCalls = 767 -VariableMetric: Iteration # 102 - FCN = 297148.6288201 Edm = 0.00187383 NCalls = 770 -VariableMetric: Iteration # 103 - FCN = 297148.6246217 Edm = 0.000847856 NCalls = 772 -VariableMetric: Iteration # 104 - FCN = 297148.6219661 Edm = 0.000981449 NCalls = 774 -VariableMetric: Iteration # 105 - FCN = 297148.6189375 Edm = 0.000936674 NCalls = 776 -VariableMetric: Iteration # 106 - FCN = 297148.613339 Edm = 0.00228995 NCalls = 779 -VariableMetric: Iteration # 107 - FCN = 297148.6018877 Edm = 0.00478443 NCalls = 781 -VariableMetric: Iteration # 108 - FCN = 297148.5909837 Edm = 0.000310149 NCalls = 783 -VariableMetric: Iteration # 109 - FCN = 297148.5897092 Edm = 0.000522404 NCalls = 785 -VariableMetric: Iteration # 110 - FCN = 297148.5880674 Edm = 0.000168023 NCalls = 787 -VariableMetric: Iteration # 111 - FCN = 297148.5877596 Edm = 2.98716e-05 NCalls = 789 -VariableMetric: After Hessian - FCN = 297148.5877596 Edm = 0.000270013 NCalls = 1274 -VariableMetric: Iteration # 112 - FCN = 297148.5877596 Edm = 0.000270013 NCalls = 1274 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325387.9196625 Edm = 64.9007 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325387.9196625 Edm = 64.9007 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302862.9437875 Edm = 3.04185 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302788.7151913 Edm = 159.399 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302747.6508529 Edm = 1.58981 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302239.6353176 Edm = 307.181 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 301187.2352638 Edm = 948.146 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299956.9851851 Edm = 9.57205 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299949.9837435 Edm = 4.17175 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299944.4588806 Edm = 0.384429 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 299924.9062456 Edm = 15.1038 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298562.3171104 Edm = 500.411 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298321.6486914 Edm = 768.087 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297971.2216224 Edm = 24.5518 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297946.5118239 Edm = 7.38338 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297934.2872151 Edm = 0.43635 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297933.7545154 Edm = 0.0457643 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297933.4885294 Edm = 0.200263 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297863.1296416 Edm = 47.5869 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297691.455592 Edm = 4.47033 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297684.4018729 Edm = 1.34247 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297683.0683187 Edm = 0.080802 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297682.9853099 Edm = 0.0113888 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297682.941263 Edm = 0.027021 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297676.5541485 Edm = 6.39272 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297638.0336045 Edm = 33.3268 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297600.9598597 Edm = 13.9055 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297578.6328602 Edm = 14.7939 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297573.5285421 Edm = 10.3001 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297555.9225693 Edm = 9.27278 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297546.0501565 Edm = 1.56627 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297545.0621386 Edm = 0.0413413 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297545.0429988 Edm = 0.0204848 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297545.0287198 Edm = 0.00792345 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297545.0102905 Edm = 0.0263355 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297544.5159283 Edm = 0.558138 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297543.7240496 Edm = 0.768448 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297521.0457209 Edm = 1.18901 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297519.4864034 Edm = 0.697639 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297518.8657822 Edm = 0.0689788 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297518.8059993 Edm = 0.0200285 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297518.7865887 Edm = 0.0110491 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297518.6447913 Edm = 0.144982 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297515.7711886 Edm = 2.22156 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297487.611471 Edm = 3.04032 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297483.9519364 Edm = 1.55343 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297482.8895667 Edm = 0.464636 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297482.3589123 Edm = 0.142707 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297482.2023103 Edm = 0.00456899 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297482.1942024 Edm = 0.00253697 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297482.1735139 Edm = 0.0160582 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297481.8033432 Edm = 0.363279 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297480.7258027 Edm = 0.983314 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297467.7210004 Edm = 1.53107 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297466.4863467 Edm = 1.21352 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297464.8481676 Edm = 0.20083 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297464.5657209 Edm = 0.00789707 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297464.5559564 Edm = 0.00186986 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297464.5537392 Edm = 0.00056891 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297464.5523479 Edm = 0.00104124 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297464.5429717 Edm = 0.00812945 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297463.259849 Edm = 0.881486 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297459.2828165 Edm = 0.362946 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297458.9098652 Edm = 0.0179291 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297458.8930467 Edm = 0.000834066 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297458.8922826 Edm = 6.51659e-05 NCalls = 206 -VariableMetric: After Hessian - FCN = 297458.8922826 Edm = 592.239 NCalls = 683 -VariableMetric: Iteration # 65 - FCN = 297458.8922826 Edm = 592.239 NCalls = 683 -VariableMetric: Iteration # 66 - FCN = 297458.2357838 Edm = 708.254 NCalls = 688 -VariableMetric: Iteration # 67 - FCN = 297454.4507177 Edm = 2.25222 NCalls = 690 -VariableMetric: Iteration # 68 - FCN = 297452.4101412 Edm = 12245.6 NCalls = 692 -VariableMetric: Iteration # 69 - FCN = 297452.0624621 Edm = 1843.65 NCalls = 696 -VariableMetric: Iteration # 70 - FCN = 297451.9509289 Edm = 1798.4 NCalls = 700 -VariableMetric: Iteration # 71 - FCN = 297451.5296445 Edm = 2454.38 NCalls = 704 -VariableMetric: Iteration # 72 - FCN = 297451.3953455 Edm = 162.111 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297451.0069141 Edm = 36.3213 NCalls = 711 -VariableMetric: Iteration # 74 - FCN = 297450.8133436 Edm = 25.1332 NCalls = 714 -VariableMetric: Iteration # 75 - FCN = 297450.6562465 Edm = 39.0553 NCalls = 717 -VariableMetric: Iteration # 76 - FCN = 297450.5038355 Edm = 21.4455 NCalls = 720 -VariableMetric: Iteration # 77 - FCN = 297450.153482 Edm = 13.4318 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297450.0375521 Edm = 5.89764 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297449.9832539 Edm = 3.34578 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297449.6647392 Edm = 10.4882 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297449.5541036 Edm = 4.64106 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297449.2576468 Edm = 13.9048 NCalls = 735 -VariableMetric: Iteration # 83 - FCN = 297448.9840514 Edm = 4.79257 NCalls = 737 -VariableMetric: Iteration # 84 - FCN = 297448.6319978 Edm = 0.870833 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297448.5128003 Edm = 5.82424 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297448.3711331 Edm = 0.910848 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297448.1793827 Edm = 2.22136 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297447.8711937 Edm = 5.98448 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297447.4126188 Edm = 0.803605 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297447.2394811 Edm = 1.10827 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297447.0173103 Edm = 1.05637 NCalls = 752 -VariableMetric: Iteration # 92 - FCN = 297446.8581613 Edm = 0.431937 NCalls = 754 -VariableMetric: Iteration # 93 - FCN = 297446.7593679 Edm = 0.270885 NCalls = 756 -VariableMetric: Iteration # 94 - FCN = 297446.5026429 Edm = 0.253709 NCalls = 758 -VariableMetric: Iteration # 95 - FCN = 297446.3129105 Edm = 0.311022 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297446.0553551 Edm = 0.0661128 NCalls = 762 -VariableMetric: Iteration # 97 - FCN = 297445.9923931 Edm = 0.00821534 NCalls = 764 -VariableMetric: Iteration # 98 - FCN = 297445.9810213 Edm = 0.00256899 NCalls = 766 -VariableMetric: Iteration # 99 - FCN = 297445.9765157 Edm = 0.000250439 NCalls = 768 -VariableMetric: Iteration # 100 - FCN = 297445.9762724 Edm = 5.66283e-06 NCalls = 770 -VariableMetric: After Hessian - FCN = 297445.9762724 Edm = 1.21248e-05 NCalls = 1259 -VariableMetric: Iteration # 101 - FCN = 297445.9762724 Edm = 1.21248e-05 NCalls = 1259 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324779.1666655 Edm = 35147.9 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324779.1666655 Edm = 35147.9 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 320204.3819273 Edm = 104.451 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 315555.2490137 Edm = 293.491 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 305017.6947546 Edm = 11.2937 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 304820.5277337 Edm = 66.1071 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 302267.4724608 Edm = 330.169 NCalls = 38 -VariableMetric: Iteration # 6 - FCN = 301956.3919429 Edm = 79.4254 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 301908.5270273 Edm = 1.95751 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 301872.9826301 Edm = 39.0446 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 299640.5125334 Edm = 845.351 NCalls = 56 -VariableMetric: Iteration # 10 - FCN = 299456.8694985 Edm = 2094.29 NCalls = 58 -VariableMetric: Iteration # 11 - FCN = 298077.2100232 Edm = 27.3833 NCalls = 65 -VariableMetric: Iteration # 12 - FCN = 298059.1330068 Edm = 11.4552 NCalls = 67 -VariableMetric: Iteration # 13 - FCN = 298032.4020345 Edm = 3.41814 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 298025.890601 Edm = 0.374786 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 298024.5482331 Edm = 1.069 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297990.505982 Edm = 28.2434 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297850.7906244 Edm = 5.62259 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297842.6084038 Edm = 1.0936 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297840.0181789 Edm = 0.227764 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297839.7256666 Edm = 0.0250097 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297839.5803708 Edm = 0.113227 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297827.997164 Edm = 8.8318 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297750.2501189 Edm = 21.9835 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297715.2838493 Edm = 3.89174 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297713.5650648 Edm = 0.532945 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297712.8856206 Edm = 0.213444 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297712.7124911 Edm = 0.0167183 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297712.6222102 Edm = 0.0736855 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297702.037467 Edm = 10.5257 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297698.9308657 Edm = 3.97027 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297692.8913755 Edm = 5.73528 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297529.6299204 Edm = 64.8833 NCalls = 132 -VariableMetric: Iteration # 33 - FCN = 297481.3722096 Edm = 6.63387 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297475.7147713 Edm = 0.123458 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297475.5945006 Edm = 0.00564346 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297475.5835537 Edm = 0.00568656 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297475.560249 Edm = 0.0232732 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297475.3780596 Edm = 0.166773 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297465.3487177 Edm = 7.18698 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297449.6242277 Edm = 16.2953 NCalls = 158 -VariableMetric: Iteration # 41 - FCN = 297444.6952617 Edm = 3.87673 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297442.2696604 Edm = 0.404996 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297441.9458448 Edm = 0.0494096 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297441.8822577 Edm = 0.00501225 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297441.8763664 Edm = 0.00636296 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297441.8013009 Edm = 0.0854558 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297441.1401242 Edm = 0.559244 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297419.8989128 Edm = 0.594325 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297418.9852633 Edm = 0.100057 NCalls = 183 -VariableMetric: Iteration # 50 - FCN = 297418.7964524 Edm = 0.0405808 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297418.7390852 Edm = 0.00550939 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297418.7304767 Edm = 0.000531329 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297418.7296196 Edm = 0.000376631 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297418.6939088 Edm = 0.0316483 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297418.0710211 Edm = 0.425579 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297416.0115199 Edm = 0.884547 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297414.7681164 Edm = 0.252143 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297414.5865552 Edm = 0.136124 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297414.4422654 Edm = 0.0146083 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297414.4240174 Edm = 0.00200911 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297414.4216936 Edm = 0.000248988 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297414.4207992 Edm = 0.000762351 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297414.402057 Edm = 0.0227328 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297414.3885005 Edm = 0.0128278 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297413.0848377 Edm = 0.676857 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297411.5530734 Edm = 0.169606 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297411.3924941 Edm = 0.0293721 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297411.3733686 Edm = 0.0032223 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297411.3676544 Edm = 0.00132308 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297411.3658981 Edm = 0.000118896 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297411.3655725 Edm = 0.000228042 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297411.3482208 Edm = 0.0186948 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297411.2817655 Edm = 0.0618623 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297410.1283052 Edm = 0.143774 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297409.9514208 Edm = 0.0453082 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297409.8981365 Edm = 0.00590624 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297409.892612 Edm = 0.000372439 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297409.8921538 Edm = 0.000114735 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297409.891913 Edm = 0.000220778 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297409.8895941 Edm = 0.00217304 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297409.7899597 Edm = 0.0951059 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297408.4766899 Edm = 0.397146 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297408.0886183 Edm = 0.0403583 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297408.0353154 Edm = 0.0177228 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297408.0207561 Edm = 0.00343639 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297408.0173748 Edm = 0.000206916 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297408.0171178 Edm = 4.58059e-05 NCalls = 293 -VariableMetric: After Hessian - FCN = 297408.0171178 Edm = 5.49511 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297408.0171178 Edm = 5.49511 NCalls = 772 -VariableMetric: Iteration # 89 - FCN = 297403.4456778 Edm = 0.305145 NCalls = 774 -VariableMetric: Iteration # 90 - FCN = 297403.1833134 Edm = 0.160997 NCalls = 776 -VariableMetric: Iteration # 91 - FCN = 297403.0095622 Edm = 0.0625688 NCalls = 778 -VariableMetric: Iteration # 92 - FCN = 297402.9720811 Edm = 0.0162822 NCalls = 780 -VariableMetric: Iteration # 93 - FCN = 297402.9513056 Edm = 0.004408 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297402.9423622 Edm = 0.00328021 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297402.9389005 Edm = 0.00173132 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297402.93746 Edm = 0.000116749 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297402.9373479 Edm = 4.67976e-06 NCalls = 789 -VariableMetric: After Hessian - FCN = 297402.9373479 Edm = 4.65016e-06 NCalls = 1284 -VariableMetric: Iteration # 98 - FCN = 297402.9373479 Edm = 4.65016e-06 NCalls = 1284 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306292.6841408 Edm = 106.856 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306292.6841408 Edm = 106.856 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301809.6129639 Edm = 3.13713 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301805.293891 Edm = 3.09059 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301651.3599733 Edm = 176.388 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301426.2314422 Edm = 188.936 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298127.2889802 Edm = 92.1879 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297806.1682983 Edm = 4.70444 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297783.2578495 Edm = 3.91678 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297778.6203377 Edm = 0.352578 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297772.3886428 Edm = 5.87831 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297654.1071105 Edm = 24.9355 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297617.1940448 Edm = 0.5715 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297616.4744636 Edm = 0.0379901 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297616.1166429 Edm = 0.320795 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297556.9293025 Edm = 1.14157 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297451.6613717 Edm = 9.18083 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297442.8511752 Edm = 1.09588 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297441.5461733 Edm = 0.0515494 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297441.4133998 Edm = 0.080035 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297434.7108602 Edm = 6.4264 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297364.0089283 Edm = 5.5162 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297355.8176043 Edm = 3.52341 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297351.3901965 Edm = 0.377699 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297351.0526355 Edm = 0.00708528 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297351.0397803 Edm = 0.00533369 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297350.2410929 Edm = 0.748771 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297339.8941921 Edm = 4.61566 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297324.6778487 Edm = 1.45084 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297323.8773014 Edm = 0.196755 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297323.7471902 Edm = 0.0132917 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297323.7360923 Edm = 0.00113235 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297323.7323181 Edm = 0.00297507 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297323.6889655 Edm = 0.0455339 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297322.4072899 Edm = 0.14694 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297317.4132187 Edm = 0.925465 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297315.5540325 Edm = 0.324058 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297315.056477 Edm = 0.26636 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297314.8781799 Edm = 0.156614 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297314.552555 Edm = 0.162901 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297314.4161322 Edm = 0.0515229 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297314.3455858 Edm = 0.00678068 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297314.3342881 Edm = 0.000441948 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297314.3337319 Edm = 0.000260335 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297314.3311027 Edm = 0.00279195 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297314.1813837 Edm = 0.155578 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297314.180753 Edm = 0.0004015 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297314.0923584 Edm = 0.12546 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297314.0877483 Edm = 0.0050002 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297314.0739361 Edm = 0.0122007 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297313.1248148 Edm = 0.58384 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297311.9906276 Edm = 0.0844425 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297311.9132732 Edm = 0.00211205 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297311.910618 Edm = 0.000209935 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297311.9098964 Edm = 0.000419977 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297311.888923 Edm = 0.0200474 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297311.1825003 Edm = 0.442539 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297309.9450042 Edm = 0.240667 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297309.7200608 Edm = 0.0614785 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297309.6202982 Edm = 0.00730012 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297309.6106124 Edm = 0.000613424 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297309.6098512 Edm = 9.78301e-05 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297309.6094972 Edm = 0.00026988 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297309.6043721 Edm = 0.00495466 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297309.3933129 Edm = 0.120935 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297309.0318485 Edm = 0.0210826 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297309.0024032 Edm = 0.000418753 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297309.0020152 Edm = 5.48949e-05 NCalls = 213 -VariableMetric: After Hessian - FCN = 297309.0020152 Edm = 4.7513 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297309.0020152 Edm = 4.7513 NCalls = 686 -VariableMetric: Iteration # 68 - FCN = 297303.7699531 Edm = 5.15227 NCalls = 688 -VariableMetric: Iteration # 69 - FCN = 297302.4473146 Edm = 0.847704 NCalls = 697 -VariableMetric: Iteration # 70 - FCN = 297302.4258851 Edm = 1.48427 NCalls = 700 -VariableMetric: Iteration # 71 - FCN = 297298.5651114 Edm = 4.65698 NCalls = 704 -VariableMetric: Iteration # 72 - FCN = 297298.2252372 Edm = 0.882909 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297297.9460251 Edm = 4.35406 NCalls = 708 -VariableMetric: Iteration # 74 - FCN = 297297.0765455 Edm = 2.66492 NCalls = 714 -VariableMetric: Iteration # 75 - FCN = 297294.4864801 Edm = 2.64111 NCalls = 718 -VariableMetric: Iteration # 76 - FCN = 297293.4761096 Edm = 1.68909 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297292.8241315 Edm = 0.590964 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297292.1534406 Edm = 0.889412 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297291.7438678 Edm = 0.797129 NCalls = 730 -VariableMetric: Iteration # 80 - FCN = 297290.9339248 Edm = 0.46753 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297290.4963186 Edm = 0.246013 NCalls = 736 -VariableMetric: Iteration # 82 - FCN = 297290.2184853 Edm = 0.169614 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297290.1307426 Edm = 0.0477643 NCalls = 741 -VariableMetric: Iteration # 84 - FCN = 297290.0471198 Edm = 0.0316998 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 297289.9931196 Edm = 0.0193944 NCalls = 745 -VariableMetric: Iteration # 86 - FCN = 297289.9501284 Edm = 0.0235172 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297289.9063546 Edm = 0.0303418 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297289.8841862 Edm = 0.0140774 NCalls = 751 -VariableMetric: Iteration # 89 - FCN = 297289.8645736 Edm = 0.00659823 NCalls = 753 -VariableMetric: Iteration # 90 - FCN = 297289.8463052 Edm = 0.00603717 NCalls = 755 -VariableMetric: Iteration # 91 - FCN = 297289.8218212 Edm = 0.00973307 NCalls = 757 -VariableMetric: Iteration # 92 - FCN = 297289.8040973 Edm = 0.00268108 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297289.7995793 Edm = 0.00141283 NCalls = 761 -VariableMetric: Iteration # 94 - FCN = 297289.7965347 Edm = 0.000665492 NCalls = 763 -VariableMetric: Iteration # 95 - FCN = 297289.795126 Edm = 0.000372593 NCalls = 765 -VariableMetric: Iteration # 96 - FCN = 297289.7943677 Edm = 0.000106259 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297289.7942123 Edm = 2.08509e-05 NCalls = 769 -VariableMetric: After Hessian - FCN = 297289.7942123 Edm = 3.91704e-05 NCalls = 1250 -VariableMetric: Iteration # 98 - FCN = 297289.7942123 Edm = 3.91704e-05 NCalls = 1250 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306711.612397 Edm = 13.804 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306711.612397 Edm = 13.804 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306255.085685 Edm = 52.8378 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303117.7493829 Edm = 4348.11 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302288.396614 Edm = 289.663 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 301991.794458 Edm = 14.6418 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 301929.1059655 Edm = 75.8349 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 301795.2199308 Edm = 2.44931 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 301782.2445202 Edm = 9.22287 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 301769.6848258 Edm = 11.1214 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 301466.4771794 Edm = 293.405 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 299661.0833882 Edm = 2600.57 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 299487.0752285 Edm = 134.463 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 299314.7973697 Edm = 71.9136 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 299097.4152191 Edm = 154.252 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 299011.7825063 Edm = 83.9539 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 298986.7788671 Edm = 8.0047 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 298978.6468888 Edm = 1.10256 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298975.3132193 Edm = 1.9283 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 298970.3789561 Edm = 0.0632144 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 298970.0173281 Edm = 0.32044 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 298952.0920179 Edm = 22.2491 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 298951.7394776 Edm = 0.366152 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 298901.1274191 Edm = 41.5689 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 298345.0036561 Edm = 130.885 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 298148.2026168 Edm = 43.7811 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 298142.2168929 Edm = 4.6832 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 298137.6592034 Edm = 4.20078 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 298120.1700832 Edm = 11.0857 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 298069.2664992 Edm = 53.0479 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297887.0887028 Edm = 188.72 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297482.3599779 Edm = 53.8555 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297415.7508189 Edm = 6.12544 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297388.7248369 Edm = 8.77866 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297381.5912711 Edm = 0.662209 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297380.686651 Edm = 0.294734 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297379.2740439 Edm = 0.0452981 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297379.1963549 Edm = 0.0390828 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297378.7940523 Edm = 0.418914 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297378.527589 Edm = 0.516746 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297377.652017 Edm = 0.408262 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297376.8764923 Edm = 0.051522 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297376.8005067 Edm = 0.0264893 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297376.0587728 Edm = 0.834219 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297375.750571 Edm = 0.319614 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297375.1197337 Edm = 1.48824 NCalls = 174 -VariableMetric: Iteration # 45 - FCN = 297374.1402903 Edm = 4.26432 NCalls = 179 -VariableMetric: Iteration # 46 - FCN = 297372.4977831 Edm = 2.2542 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297369.791123 Edm = 6.06505 NCalls = 187 -VariableMetric: Iteration # 48 - FCN = 297359.5304415 Edm = 11.0575 NCalls = 193 -VariableMetric: Iteration # 49 - FCN = 297357.1597989 Edm = 3.18613 NCalls = 196 -VariableMetric: Iteration # 50 - FCN = 297351.6753664 Edm = 7.38251 NCalls = 201 -VariableMetric: Iteration # 51 - FCN = 297336.4350101 Edm = 9.94243 NCalls = 208 -VariableMetric: Iteration # 52 - FCN = 297324.2656887 Edm = 0.932524 NCalls = 210 -VariableMetric: Iteration # 53 - FCN = 297323.0613064 Edm = 0.190864 NCalls = 212 -VariableMetric: Iteration # 54 - FCN = 297322.7385446 Edm = 0.0752088 NCalls = 214 -VariableMetric: Iteration # 55 - FCN = 297322.4455896 Edm = 0.100056 NCalls = 218 -VariableMetric: Iteration # 56 - FCN = 297322.1867061 Edm = 0.122932 NCalls = 221 -VariableMetric: Iteration # 57 - FCN = 297321.1931228 Edm = 0.84373 NCalls = 225 -VariableMetric: Iteration # 58 - FCN = 297320.6841594 Edm = 1.95855 NCalls = 228 -VariableMetric: Iteration # 59 - FCN = 297319.8063763 Edm = 1.00661 NCalls = 231 -VariableMetric: Iteration # 60 - FCN = 297316.683111 Edm = 2.00227 NCalls = 237 -VariableMetric: Iteration # 61 - FCN = 297314.7389837 Edm = 2.13198 NCalls = 239 -VariableMetric: Iteration # 62 - FCN = 297314.1102694 Edm = 0.540153 NCalls = 241 -VariableMetric: Iteration # 63 - FCN = 297313.5851068 Edm = 0.720813 NCalls = 244 -VariableMetric: Iteration # 64 - FCN = 297312.7173281 Edm = 0.159121 NCalls = 246 -VariableMetric: Iteration # 65 - FCN = 297312.5997167 Edm = 0.0354515 NCalls = 248 -VariableMetric: Iteration # 66 - FCN = 297312.5048677 Edm = 0.0596646 NCalls = 250 -VariableMetric: Iteration # 67 - FCN = 297310.2377208 Edm = 0.462799 NCalls = 254 -VariableMetric: Iteration # 68 - FCN = 297309.4977833 Edm = 0.0638125 NCalls = 256 -VariableMetric: Iteration # 69 - FCN = 297309.4282909 Edm = 0.0133647 NCalls = 258 -VariableMetric: Iteration # 70 - FCN = 297309.3827577 Edm = 0.0314588 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297307.7760994 Edm = 2.6426 NCalls = 269 -VariableMetric: Iteration # 72 - FCN = 297306.7676059 Edm = 1.80828 NCalls = 271 -VariableMetric: Iteration # 73 - FCN = 297304.8261627 Edm = 5.83691 NCalls = 272 -VariableMetric: Iteration # 74 - FCN = 297300.9008556 Edm = 2.45903 NCalls = 276 -VariableMetric: Iteration # 75 - FCN = 297294.1447175 Edm = 1.33451 NCalls = 287 -VariableMetric: Iteration # 76 - FCN = 297293.0010483 Edm = 3.0664 NCalls = 289 -VariableMetric: Iteration # 77 - FCN = 297292.4841975 Edm = 0.394252 NCalls = 291 -VariableMetric: Iteration # 78 - FCN = 297291.8635861 Edm = 0.474573 NCalls = 294 -VariableMetric: Iteration # 79 - FCN = 297291.3427697 Edm = 0.124234 NCalls = 296 -VariableMetric: Iteration # 80 - FCN = 297291.0469846 Edm = 0.115732 NCalls = 299 -VariableMetric: Iteration # 81 - FCN = 297289.5075231 Edm = 0.352073 NCalls = 305 -VariableMetric: Iteration # 82 - FCN = 297289.1585642 Edm = 0.117704 NCalls = 306 -VariableMetric: Iteration # 83 - FCN = 297289.1070254 Edm = 0.187862 NCalls = 308 -VariableMetric: Iteration # 84 - FCN = 297289.058981 Edm = 0.0281926 NCalls = 310 -VariableMetric: Iteration # 85 - FCN = 297288.9657412 Edm = 0.0666113 NCalls = 312 -VariableMetric: Iteration # 86 - FCN = 297288.6931206 Edm = 0.0329329 NCalls = 315 -VariableMetric: Iteration # 87 - FCN = 297288.6531793 Edm = 0.00332517 NCalls = 317 -VariableMetric: Iteration # 88 - FCN = 297288.6475921 Edm = 0.00329492 NCalls = 319 -VariableMetric: Iteration # 89 - FCN = 297288.6330704 Edm = 0.0118933 NCalls = 322 -VariableMetric: Iteration # 90 - FCN = 297288.3853739 Edm = 0.258041 NCalls = 326 -VariableMetric: Iteration # 91 - FCN = 297287.9672994 Edm = 0.372737 NCalls = 331 -VariableMetric: Iteration # 92 - FCN = 297274.8483325 Edm = 2.35269 NCalls = 336 -VariableMetric: Iteration # 93 - FCN = 297273.1326889 Edm = 2.41226 NCalls = 338 -VariableMetric: Iteration # 94 - FCN = 297271.8960142 Edm = 0.416 NCalls = 339 -VariableMetric: Iteration # 95 - FCN = 297271.3304188 Edm = 0.144709 NCalls = 341 -VariableMetric: Iteration # 96 - FCN = 297271.1615244 Edm = 0.0298018 NCalls = 343 -VariableMetric: Iteration # 97 - FCN = 297271.1105694 Edm = 0.00308103 NCalls = 345 -VariableMetric: Iteration # 98 - FCN = 297271.1074143 Edm = 0.000443663 NCalls = 346 -VariableMetric: Iteration # 99 - FCN = 297271.1059242 Edm = 0.00108535 NCalls = 348 -VariableMetric: Iteration # 100 - FCN = 297271.0779058 Edm = 0.0318525 NCalls = 353 -VariableMetric: Iteration # 101 - FCN = 297271.0682693 Edm = 0.00931857 NCalls = 357 -VariableMetric: Iteration # 102 - FCN = 297270.9982264 Edm = 0.0661436 NCalls = 363 -VariableMetric: Iteration # 103 - FCN = 297259.1836179 Edm = 73.1924 NCalls = 372 -VariableMetric: Iteration # 104 - FCN = 297258.9056315 Edm = 0.689632 NCalls = 376 -VariableMetric: Iteration # 105 - FCN = 297258.7320661 Edm = 1.44363 NCalls = 379 -VariableMetric: Iteration # 106 - FCN = 297253.9513612 Edm = 1.82476 NCalls = 386 -VariableMetric: Iteration # 107 - FCN = 297251.0787316 Edm = 6.53754 NCalls = 389 -VariableMetric: Iteration # 108 - FCN = 297248.5866872 Edm = 4.85048 NCalls = 394 -VariableMetric: Iteration # 109 - FCN = 297247.7152578 Edm = 2.20611 NCalls = 396 -VariableMetric: Iteration # 110 - FCN = 297245.4620212 Edm = 1.17623 NCalls = 398 -VariableMetric: Iteration # 111 - FCN = 297242.4949946 Edm = 1.90226 NCalls = 405 -VariableMetric: Iteration # 112 - FCN = 297239.7859138 Edm = 2.97684 NCalls = 407 -VariableMetric: Iteration # 113 - FCN = 297238.1283526 Edm = 1.85968 NCalls = 409 -VariableMetric: Iteration # 114 - FCN = 297235.429671 Edm = 4.64649 NCalls = 412 -VariableMetric: Iteration # 115 - FCN = 297233.7139066 Edm = 0.970271 NCalls = 414 -VariableMetric: Iteration # 116 - FCN = 297232.3316283 Edm = 0.581798 NCalls = 416 -VariableMetric: Iteration # 117 - FCN = 297231.8176368 Edm = 0.366363 NCalls = 418 -VariableMetric: Iteration # 118 - FCN = 297231.218207 Edm = 0.181715 NCalls = 421 -VariableMetric: Iteration # 119 - FCN = 297230.9676051 Edm = 0.0558919 NCalls = 423 -VariableMetric: Iteration # 120 - FCN = 297230.8805761 Edm = 0.0755615 NCalls = 425 -VariableMetric: Iteration # 121 - FCN = 297230.7332557 Edm = 0.108427 NCalls = 427 -VariableMetric: Iteration # 122 - FCN = 297229.7938655 Edm = 0.393999 NCalls = 435 -VariableMetric: Iteration # 123 - FCN = 297229.3760526 Edm = 0.634247 NCalls = 438 -VariableMetric: Iteration # 124 - FCN = 297229.167853 Edm = 0.0536626 NCalls = 441 -VariableMetric: Iteration # 125 - FCN = 297229.0958538 Edm = 0.0157891 NCalls = 443 -VariableMetric: Iteration # 126 - FCN = 297229.0735319 Edm = 0.0166349 NCalls = 445 -VariableMetric: Iteration # 127 - FCN = 297228.9575438 Edm = 0.0865577 NCalls = 448 -VariableMetric: Iteration # 128 - FCN = 297228.5930475 Edm = 0.360751 NCalls = 451 -VariableMetric: Iteration # 129 - FCN = 297228.0785498 Edm = 0.475442 NCalls = 454 -VariableMetric: Iteration # 130 - FCN = 297227.8627466 Edm = 0.495022 NCalls = 457 -VariableMetric: Iteration # 131 - FCN = 297225.592171 Edm = 1.82587 NCalls = 464 -VariableMetric: Iteration # 132 - FCN = 297223.7406944 Edm = 6.77839 NCalls = 465 -VariableMetric: Iteration # 133 - FCN = 297219.9148914 Edm = 1.59368 NCalls = 468 -VariableMetric: Iteration # 134 - FCN = 297218.6262158 Edm = 0.930652 NCalls = 470 -VariableMetric: Iteration # 135 - FCN = 297217.4454507 Edm = 1.30495 NCalls = 473 -VariableMetric: Iteration # 136 - FCN = 297216.256675 Edm = 1.04188 NCalls = 475 -VariableMetric: Iteration # 137 - FCN = 297215.2214975 Edm = 0.820862 NCalls = 478 -VariableMetric: Iteration # 138 - FCN = 297214.5172848 Edm = 0.685126 NCalls = 481 -VariableMetric: Iteration # 139 - FCN = 297213.6929327 Edm = 0.499721 NCalls = 484 -VariableMetric: Iteration # 140 - FCN = 297211.6796211 Edm = 2.71214 NCalls = 487 -VariableMetric: Iteration # 141 - FCN = 297209.1918581 Edm = 2.83886 NCalls = 490 -VariableMetric: Iteration # 142 - FCN = 297207.3876619 Edm = 6.32613 NCalls = 492 -VariableMetric: Iteration # 143 - FCN = 297205.2118771 Edm = 1.40833 NCalls = 496 -VariableMetric: Iteration # 144 - FCN = 297203.1987968 Edm = 1.38493 NCalls = 499 -VariableMetric: Iteration # 145 - FCN = 297201.2763473 Edm = 0.293365 NCalls = 502 -VariableMetric: Iteration # 146 - FCN = 297200.9387666 Edm = 0.160605 NCalls = 504 -VariableMetric: Iteration # 147 - FCN = 297200.7995064 Edm = 0.0248929 NCalls = 506 -VariableMetric: Iteration # 148 - FCN = 297200.7736757 Edm = 0.0135283 NCalls = 507 -VariableMetric: Iteration # 149 - FCN = 297200.7475288 Edm = 0.0153423 NCalls = 509 -VariableMetric: Iteration # 150 - FCN = 297200.7191956 Edm = 0.0212276 NCalls = 511 -VariableMetric: Iteration # 151 - FCN = 297200.686676 Edm = 0.0115504 NCalls = 513 -VariableMetric: Iteration # 152 - FCN = 297200.6655596 Edm = 0.0130764 NCalls = 515 -VariableMetric: Iteration # 153 - FCN = 297200.5365655 Edm = 0.0774955 NCalls = 519 -VariableMetric: Iteration # 154 - FCN = 297200.3185426 Edm = 0.0778108 NCalls = 522 -VariableMetric: Iteration # 155 - FCN = 297200.2551236 Edm = 0.0204116 NCalls = 524 -VariableMetric: Iteration # 156 - FCN = 297200.2149451 Edm = 0.0190797 NCalls = 527 -VariableMetric: Iteration # 157 - FCN = 297200.1767522 Edm = 0.0170842 NCalls = 531 -VariableMetric: Iteration # 158 - FCN = 297200.1613263 Edm = 0.0128183 NCalls = 534 -VariableMetric: Iteration # 159 - FCN = 297200.1403588 Edm = 0.00929902 NCalls = 537 -VariableMetric: Iteration # 160 - FCN = 297200.1111278 Edm = 0.0789613 NCalls = 544 -VariableMetric: Iteration # 161 - FCN = 297200.0464949 Edm = 0.0493023 NCalls = 549 -VariableMetric: Iteration # 162 - FCN = 297200.0182302 Edm = 0.194149 NCalls = 551 -VariableMetric: Iteration # 163 - FCN = 297199.9195409 Edm = 0.0577573 NCalls = 554 -VariableMetric: Iteration # 164 - FCN = 297199.8834602 Edm = 0.0491318 NCalls = 556 -VariableMetric: Iteration # 165 - FCN = 297199.7779596 Edm = 0.0219622 NCalls = 559 -VariableMetric: Iteration # 166 - FCN = 297199.7246113 Edm = 0.0639147 NCalls = 562 -VariableMetric: Iteration # 167 - FCN = 297199.7001917 Edm = 0.00990994 NCalls = 564 -VariableMetric: Iteration # 168 - FCN = 297199.6853066 Edm = 0.00121778 NCalls = 566 -VariableMetric: Iteration # 169 - FCN = 297199.6824016 Edm = 0.00129127 NCalls = 568 -VariableMetric: Iteration # 170 - FCN = 297199.6696116 Edm = 0.0159442 NCalls = 572 -VariableMetric: Iteration # 171 - FCN = 297199.5474146 Edm = 0.0994163 NCalls = 578 -VariableMetric: Iteration # 172 - FCN = 297197.8036425 Edm = 1.25013 NCalls = 582 -VariableMetric: Iteration # 173 - FCN = 297197.3347076 Edm = 0.335374 NCalls = 587 -VariableMetric: Iteration # 174 - FCN = 297197.0820617 Edm = 0.0476009 NCalls = 588 -VariableMetric: Iteration # 175 - FCN = 297197.0344766 Edm = 0.00752585 NCalls = 590 -VariableMetric: Iteration # 176 - FCN = 297197.0249553 Edm = 0.00196103 NCalls = 592 -VariableMetric: Iteration # 177 - FCN = 297197.0225938 Edm = 0.000659664 NCalls = 594 -VariableMetric: Iteration # 178 - FCN = 297197.0213147 Edm = 0.000282546 NCalls = 596 -VariableMetric: Iteration # 179 - FCN = 297197.0208611 Edm = 0.000129419 NCalls = 598 -VariableMetric: Iteration # 180 - FCN = 297197.0203965 Edm = 8.97117e-05 NCalls = 600 -VariableMetric: Iteration # 181 - FCN = 297197.0201647 Edm = 8.57398e-05 NCalls = 602 -VariableMetric: Iteration # 182 - FCN = 297197.0164854 Edm = 0.00366921 NCalls = 606 -VariableMetric: Iteration # 183 - FCN = 297197.0008031 Edm = 0.0146402 NCalls = 612 -VariableMetric: Iteration # 184 - FCN = 297196.6726938 Edm = 0.205371 NCalls = 617 -VariableMetric: Iteration # 185 - FCN = 297196.3921135 Edm = 0.0359564 NCalls = 620 -VariableMetric: Iteration # 186 - FCN = 297196.3432174 Edm = 0.00524257 NCalls = 622 -VariableMetric: Iteration # 187 - FCN = 297196.3366145 Edm = 0.000460399 NCalls = 624 -VariableMetric: Iteration # 188 - FCN = 297196.336122 Edm = 0.000196768 NCalls = 626 -VariableMetric: Iteration # 189 - FCN = 297196.3359408 Edm = 9.38181e-05 NCalls = 628 -VariableMetric: Iteration # 190 - FCN = 297196.3358148 Edm = 1.68979e-05 NCalls = 630 -VariableMetric: After Hessian - FCN = 297196.3358148 Edm = 12749.5 NCalls = 1107 -VariableMetric: Iteration # 191 - FCN = 297196.3358148 Edm = 12749.5 NCalls = 1107 -VariableMetric: Iteration # 192 - FCN = 297192.3519504 Edm = 98.494 NCalls = 1117 -VariableMetric: Iteration # 193 - FCN = 297192.1720337 Edm = 1.21165 NCalls = 1119 -VariableMetric: Iteration # 194 - FCN = 297190.0043814 Edm = 0.984029 NCalls = 1125 -VariableMetric: Iteration # 195 - FCN = 297189.6788079 Edm = 0.645582 NCalls = 1127 -VariableMetric: Iteration # 196 - FCN = 297188.4401654 Edm = 0.760519 NCalls = 1130 -VariableMetric: Iteration # 197 - FCN = 297187.7518234 Edm = 0.092151 NCalls = 1132 -VariableMetric: Iteration # 198 - FCN = 297187.574824 Edm = 0.0337995 NCalls = 1134 -VariableMetric: Iteration # 199 - FCN = 297187.4682968 Edm = 0.0628923 NCalls = 1137 -VariableMetric: Iteration # 200 - FCN = 297186.956167 Edm = 0.482535 NCalls = 1140 -VariableMetric: Iteration # 201 - FCN = 297185.7938624 Edm = 0.979362 NCalls = 1146 -VariableMetric: Iteration # 202 - FCN = 297185.7732123 Edm = 0.082034 NCalls = 1148 -VariableMetric: Iteration # 203 - FCN = 297184.2847315 Edm = 1.24979 NCalls = 1153 -VariableMetric: Iteration # 204 - FCN = 297182.9189986 Edm = 1.66863 NCalls = 1156 -VariableMetric: Iteration # 205 - FCN = 297182.1326237 Edm = 0.560964 NCalls = 1158 -VariableMetric: Iteration # 206 - FCN = 297181.6713572 Edm = 0.405776 NCalls = 1160 -VariableMetric: Iteration # 207 - FCN = 297181.3056938 Edm = 0.076788 NCalls = 1162 -VariableMetric: Iteration # 208 - FCN = 297181.161203 Edm = 0.0422514 NCalls = 1164 -VariableMetric: Iteration # 209 - FCN = 297181.072299 Edm = 0.01696 NCalls = 1166 -VariableMetric: Iteration # 210 - FCN = 297181.0130537 Edm = 0.026464 NCalls = 1168 -VariableMetric: Iteration # 211 - FCN = 297180.9262066 Edm = 0.0340092 NCalls = 1170 -VariableMetric: Iteration # 212 - FCN = 297180.8213027 Edm = 0.029173 NCalls = 1172 -VariableMetric: Iteration # 213 - FCN = 297180.758864 Edm = 0.0105582 NCalls = 1174 -VariableMetric: Iteration # 214 - FCN = 297180.7330274 Edm = 0.0104065 NCalls = 1176 -VariableMetric: Iteration # 215 - FCN = 297180.7050161 Edm = 0.00849761 NCalls = 1178 -VariableMetric: Iteration # 216 - FCN = 297180.6715075 Edm = 0.0125108 NCalls = 1181 -VariableMetric: Iteration # 217 - FCN = 297180.6018306 Edm = 0.07845 NCalls = 1184 -VariableMetric: Iteration # 218 - FCN = 297180.3839793 Edm = 1.29675 NCalls = 1190 -VariableMetric: Iteration # 219 - FCN = 297180.0721146 Edm = 1.70285 NCalls = 1197 -VariableMetric: Iteration # 220 - FCN = 297179.5267205 Edm = 1.09585 NCalls = 1202 -VariableMetric: Iteration # 221 - FCN = 297179.4533988 Edm = 0.0985867 NCalls = 1205 -VariableMetric: Iteration # 222 - FCN = 297178.8830667 Edm = 0.450237 NCalls = 1211 -VariableMetric: Iteration # 223 - FCN = 297177.839521 Edm = 0.61984 NCalls = 1214 -VariableMetric: Iteration # 224 - FCN = 297177.3474582 Edm = 0.310096 NCalls = 1217 -VariableMetric: Iteration # 225 - FCN = 297177.0749468 Edm = 0.129217 NCalls = 1219 -VariableMetric: Iteration # 226 - FCN = 297176.7793091 Edm = 0.0971152 NCalls = 1221 -VariableMetric: Iteration # 227 - FCN = 297176.5441206 Edm = 0.0561531 NCalls = 1223 -VariableMetric: Iteration # 228 - FCN = 297176.4113232 Edm = 0.0539753 NCalls = 1225 -VariableMetric: Iteration # 229 - FCN = 297176.1355167 Edm = 0.149107 NCalls = 1228 -VariableMetric: Iteration # 230 - FCN = 297175.8460092 Edm = 0.0995467 NCalls = 1231 -VariableMetric: Iteration # 231 - FCN = 297175.5710862 Edm = 0.0842888 NCalls = 1233 -VariableMetric: Iteration # 232 - FCN = 297175.4405591 Edm = 0.0300937 NCalls = 1235 -VariableMetric: Iteration # 233 - FCN = 297175.4106478 Edm = 0.0129954 NCalls = 1237 -VariableMetric: Iteration # 234 - FCN = 297175.3859388 Edm = 0.0202206 NCalls = 1239 -VariableMetric: Iteration # 235 - FCN = 297175.3607754 Edm = 0.00719663 NCalls = 1241 -VariableMetric: Iteration # 236 - FCN = 297175.345017 Edm = 0.00773721 NCalls = 1243 -VariableMetric: Iteration # 237 - FCN = 297175.3038328 Edm = 0.0190061 NCalls = 1246 -VariableMetric: Iteration # 238 - FCN = 297175.2301949 Edm = 0.024659 NCalls = 1248 -VariableMetric: Iteration # 239 - FCN = 297175.1714457 Edm = 0.0120667 NCalls = 1250 -VariableMetric: Iteration # 240 - FCN = 297175.1590861 Edm = 0.00740464 NCalls = 1251 -VariableMetric: Iteration # 241 - FCN = 297175.1457539 Edm = 0.00502761 NCalls = 1253 -VariableMetric: Iteration # 242 - FCN = 297175.1247031 Edm = 0.0114843 NCalls = 1255 -VariableMetric: Iteration # 243 - FCN = 297175.0868056 Edm = 0.00998352 NCalls = 1257 -VariableMetric: Iteration # 244 - FCN = 297175.0601286 Edm = 0.00388233 NCalls = 1259 -VariableMetric: Iteration # 245 - FCN = 297175.0536094 Edm = 0.000765096 NCalls = 1261 -VariableMetric: Iteration # 246 - FCN = 297175.0514289 Edm = 0.000897226 NCalls = 1263 -VariableMetric: Iteration # 247 - FCN = 297175.0478196 Edm = 0.000660398 NCalls = 1265 -VariableMetric: Iteration # 248 - FCN = 297175.0459445 Edm = 0.00124375 NCalls = 1267 -VariableMetric: Iteration # 249 - FCN = 297175.0329188 Edm = 0.0076467 NCalls = 1270 -VariableMetric: Iteration # 250 - FCN = 297175.0117761 Edm = 0.0101306 NCalls = 1273 -VariableMetric: Iteration # 251 - FCN = 297175.0069839 Edm = 0.00503311 NCalls = 1275 -VariableMetric: Iteration # 252 - FCN = 297175.0011747 Edm = 0.0011561 NCalls = 1278 -VariableMetric: Iteration # 253 - FCN = 297174.9983864 Edm = 0.00107328 NCalls = 1280 -VariableMetric: Iteration # 254 - FCN = 297174.9968981 Edm = 0.000796943 NCalls = 1283 -VariableMetric: Iteration # 255 - FCN = 297174.9956248 Edm = 0.000609289 NCalls = 1285 -VariableMetric: Iteration # 256 - FCN = 297174.9911319 Edm = 0.0036632 NCalls = 1289 -VariableMetric: Iteration # 257 - FCN = 297174.9723587 Edm = 0.0191792 NCalls = 1293 -VariableMetric: Iteration # 258 - FCN = 297174.957342 Edm = 0.00575196 NCalls = 1297 -VariableMetric: Iteration # 259 - FCN = 297174.9534825 Edm = 0.0054256 NCalls = 1299 -VariableMetric: Iteration # 260 - FCN = 297174.9516718 Edm = 0.000363758 NCalls = 1301 -VariableMetric: Iteration # 261 - FCN = 297174.9502517 Edm = 0.000754496 NCalls = 1303 -VariableMetric: Iteration # 262 - FCN = 297174.9494996 Edm = 0.00117877 NCalls = 1305 -VariableMetric: Iteration # 263 - FCN = 297174.9485802 Edm = 0.000252718 NCalls = 1307 -VariableMetric: Iteration # 264 - FCN = 297174.9480693 Edm = 0.000234833 NCalls = 1309 -VariableMetric: Iteration # 265 - FCN = 297174.9462644 Edm = 0.00105263 NCalls = 1313 -VariableMetric: Iteration # 266 - FCN = 297174.9447967 Edm = 0.00150139 NCalls = 1316 -VariableMetric: Iteration # 267 - FCN = 297174.9426383 Edm = 0.000700252 NCalls = 1319 -VariableMetric: Iteration # 268 - FCN = 297174.9412418 Edm = 0.00115303 NCalls = 1321 -VariableMetric: Iteration # 269 - FCN = 297174.9405773 Edm = 0.000730809 NCalls = 1323 -VariableMetric: Iteration # 270 - FCN = 297174.9397162 Edm = 0.000349429 NCalls = 1326 -VariableMetric: Iteration # 271 - FCN = 297174.9388158 Edm = 0.000279742 NCalls = 1328 -VariableMetric: Iteration # 272 - FCN = 297174.9370763 Edm = 0.000952436 NCalls = 1331 -VariableMetric: Iteration # 273 - FCN = 297174.9314219 Edm = 0.00428294 NCalls = 1335 -VariableMetric: Iteration # 274 - FCN = 297174.9273019 Edm = 0.00221055 NCalls = 1337 -VariableMetric: Iteration # 275 - FCN = 297174.9247679 Edm = 0.00346711 NCalls = 1339 -VariableMetric: Iteration # 276 - FCN = 297174.924227 Edm = 0.00076212 NCalls = 1341 -VariableMetric: Iteration # 277 - FCN = 297174.9230781 Edm = 0.000398285 NCalls = 1343 -VariableMetric: Iteration # 278 - FCN = 297174.9227188 Edm = 0.00017411 NCalls = 1344 -VariableMetric: Iteration # 279 - FCN = 297174.9225488 Edm = 3.37337e-05 NCalls = 1346 -VariableMetric: After Hessian - FCN = 297174.9225488 Edm = 0.000361894 NCalls = 1839 -VariableMetric: Iteration # 280 - FCN = 297174.9225488 Edm = 0.000361894 NCalls = 1839 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309800.4121644 Edm = 8.54407 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309800.4121644 Edm = 8.54407 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306211.8327498 Edm = 369.321 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 305827.0906837 Edm = 220.777 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298838.6407256 Edm = 667.578 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297986.0662758 Edm = 155.113 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297721.2972986 Edm = 53.4576 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297643.4109308 Edm = 1.78857 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297640.3341897 Edm = 0.401129 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297637.5211766 Edm = 2.07371 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297492.8666034 Edm = 14.6526 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297478.0528111 Edm = 0.341893 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297477.7148579 Edm = 0.0137888 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297477.5576183 Edm = 0.155131 NCalls = 39 -VariableMetric: Iteration # 13 - FCN = 297457.3494713 Edm = 5.66289 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297379.386457 Edm = 18.3385 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297336.8173442 Edm = 9.42862 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297324.9294671 Edm = 3.46976 NCalls = 53 -VariableMetric: Iteration # 17 - FCN = 297321.7933455 Edm = 0.400165 NCalls = 55 -VariableMetric: Iteration # 18 - FCN = 297321.3553845 Edm = 0.0104244 NCalls = 57 -VariableMetric: Iteration # 19 - FCN = 297321.3437843 Edm = 0.00245845 NCalls = 59 -VariableMetric: Iteration # 20 - FCN = 297321.3238732 Edm = 0.0187438 NCalls = 62 -VariableMetric: Iteration # 21 - FCN = 297318.0458748 Edm = 0.146327 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297304.035423 Edm = 0.736815 NCalls = 71 -VariableMetric: Iteration # 23 - FCN = 297302.8883646 Edm = 0.160993 NCalls = 73 -VariableMetric: Iteration # 24 - FCN = 297302.7558032 Edm = 0.00439526 NCalls = 75 -VariableMetric: Iteration # 25 - FCN = 297302.7498923 Edm = 0.00144213 NCalls = 77 -VariableMetric: Iteration # 26 - FCN = 297302.1467383 Edm = 0.534915 NCalls = 83 -VariableMetric: Iteration # 27 - FCN = 297290.9399201 Edm = 1.09055 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297289.1780488 Edm = 0.403269 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297288.6820474 Edm = 0.277309 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297288.1831927 Edm = 0.0785842 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297288.0380637 Edm = 0.0300207 NCalls = 98 -VariableMetric: Iteration # 32 - FCN = 297288.0120407 Edm = 0.0202412 NCalls = 100 -VariableMetric: Iteration # 33 - FCN = 297287.9858089 Edm = 0.00535348 NCalls = 103 -VariableMetric: Iteration # 34 - FCN = 297287.9630515 Edm = 0.0129498 NCalls = 105 -VariableMetric: Iteration # 35 - FCN = 297287.6921531 Edm = 0.332444 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297286.6251754 Edm = 0.941694 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297282.0679966 Edm = 2.62978 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297275.3525653 Edm = 7.02483 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297272.1355238 Edm = 0.54091 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297271.5912673 Edm = 0.0310081 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297271.5655095 Edm = 0.00493706 NCalls = 126 -VariableMetric: Iteration # 42 - FCN = 297271.5555265 Edm = 0.00484502 NCalls = 128 -VariableMetric: Iteration # 43 - FCN = 297271.4996666 Edm = 0.0252156 NCalls = 131 -VariableMetric: Iteration # 44 - FCN = 297271.031354 Edm = 0.481686 NCalls = 135 -VariableMetric: Iteration # 45 - FCN = 297259.5081419 Edm = 10.7807 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297259.4574067 Edm = 0.0451569 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297259.2684927 Edm = 0.156072 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297257.9354845 Edm = 1.49744 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297255.3139204 Edm = 2.48142 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297245.974873 Edm = 37.6986 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297235.1973887 Edm = 19.3222 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297234.8689257 Edm = 1.33494 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297233.6329046 Edm = 1.23106 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297229.5681417 Edm = 3.46473 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297216.6898951 Edm = 10.1046 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297205.0145134 Edm = 7.98204 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297198.634863 Edm = 2.60578 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297194.19308 Edm = 1.36943 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297192.4335284 Edm = 0.713021 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297191.347977 Edm = 0.283167 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297191.0358317 Edm = 0.0214334 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297191.0196558 Edm = 0.00747556 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297190.9737462 Edm = 0.0402281 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297189.7069511 Edm = 1.16683 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297187.0989312 Edm = 1.70808 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297183.6882905 Edm = 2.04723 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297176.7107402 Edm = 3.52221 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297173.0002893 Edm = 1.34057 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297169.8959863 Edm = 0.42864 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297168.7225902 Edm = 0.261848 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297168.4280083 Edm = 0.08167 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297168.3583755 Edm = 0.0148207 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297168.3358271 Edm = 0.00561834 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297168.3185023 Edm = 0.0104772 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297168.2786578 Edm = 0.00476381 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297168.2722799 Edm = 0.0014832 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297168.2591413 Edm = 0.0109382 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297168.0964369 Edm = 0.16179 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297168.0118872 Edm = 0.113442 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297167.869263 Edm = 0.148517 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297167.7347025 Edm = 0.0734015 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297167.3987592 Edm = 0.287387 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297166.6357314 Edm = 0.530247 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297166.4923878 Edm = 0.192305 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297166.2724561 Edm = 0.0826031 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297166.0735839 Edm = 0.159435 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297165.4630676 Edm = 0.602358 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297165.1678786 Edm = 0.526246 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297164.0386398 Edm = 1.35588 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297162.6420405 Edm = 3.19129 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297160.8209542 Edm = 2.83692 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297160.1093195 Edm = 0.513393 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297158.6988741 Edm = 0.481095 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297158.3360012 Edm = 0.129337 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297158.1397335 Edm = 0.111587 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297157.970427 Edm = 0.171745 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297157.8170439 Edm = 0.234431 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297157.1428891 Edm = 1.64259 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297156.5992098 Edm = 1.3423 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297156.4407461 Edm = 0.387084 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297154.5132214 Edm = 0.724975 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297152.8970057 Edm = 0.48405 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297151.3104525 Edm = 0.760212 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297150.0422318 Edm = 3.06367 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297148.7012852 Edm = 0.918195 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297148.2943966 Edm = 0.475983 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297147.8224057 Edm = 0.0687101 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297147.7724137 Edm = 0.0148375 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297147.7613605 Edm = 0.00120334 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297147.7600978 Edm = 0.000355929 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297147.7590807 Edm = 0.00102748 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297147.736902 Edm = 0.0157539 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297147.6811102 Edm = 0.00304702 NCalls = 369 -VariableMetric: Iteration # 114 - FCN = 297147.675245 Edm = 0.00185883 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297147.5995002 Edm = 0.0706516 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297147.5638463 Edm = 0.0304855 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297144.7687086 Edm = 1.31397 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297143.5864734 Edm = 1.24393 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297142.8103826 Edm = 0.0263593 NCalls = 390 -VariableMetric: Iteration # 120 - FCN = 297142.7721447 Edm = 0.0227917 NCalls = 392 -VariableMetric: Iteration # 121 - FCN = 297142.7353244 Edm = 0.0182025 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297142.7081345 Edm = 0.00349582 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297142.7047425 Edm = 0.000139565 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297142.704548 Edm = 2.47008e-05 NCalls = 399 -VariableMetric: After Hessian - FCN = 297142.704548 Edm = 345.508 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297142.704548 Edm = 345.508 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297140.7777841 Edm = 192.189 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297138.1102539 Edm = 2735.97 NCalls = 885 -VariableMetric: Iteration # 128 - FCN = 297134.8491949 Edm = 0.433422 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297133.0442377 Edm = 8.3196 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297132.6502171 Edm = 0.45105 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297131.9073083 Edm = 0.249455 NCalls = 901 -VariableMetric: Iteration # 132 - FCN = 297131.6293153 Edm = 0.0961705 NCalls = 902 -VariableMetric: Iteration # 133 - FCN = 297131.4745923 Edm = 0.0346943 NCalls = 904 -VariableMetric: Iteration # 134 - FCN = 297131.3977528 Edm = 0.0206719 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297131.3545291 Edm = 0.0212831 NCalls = 908 -VariableMetric: Iteration # 136 - FCN = 297131.2738165 Edm = 0.0228877 NCalls = 910 -VariableMetric: Iteration # 137 - FCN = 297131.1938261 Edm = 0.0192412 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297131.164671 Edm = 0.0172066 NCalls = 915 -VariableMetric: Iteration # 139 - FCN = 297131.136434 Edm = 0.0251739 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297131.1120763 Edm = 0.0114273 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 297131.0864595 Edm = 0.0125432 NCalls = 923 -VariableMetric: Iteration # 142 - FCN = 297131.0530658 Edm = 0.013866 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 297131.0282822 Edm = 0.0115773 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297131.0069025 Edm = 0.0156835 NCalls = 930 -VariableMetric: Iteration # 145 - FCN = 297130.9624321 Edm = 0.0360566 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297130.8862577 Edm = 0.0497329 NCalls = 938 -VariableMetric: Iteration # 147 - FCN = 297130.8467318 Edm = 0.0336167 NCalls = 940 -VariableMetric: Iteration # 148 - FCN = 297130.7849988 Edm = 0.038215 NCalls = 942 -VariableMetric: Iteration # 149 - FCN = 297130.5911217 Edm = 0.0636336 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297130.5112164 Edm = 0.136257 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297130.4379853 Edm = 0.0471027 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297130.29177 Edm = 0.102874 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297130.2322321 Edm = 0.0667894 NCalls = 956 -VariableMetric: Iteration # 154 - FCN = 297130.161904 Edm = 0.0930583 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297130.1339952 Edm = 0.0513809 NCalls = 962 -VariableMetric: Iteration # 156 - FCN = 297130.0602659 Edm = 0.0417188 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297130.009332 Edm = 0.0642436 NCalls = 967 -VariableMetric: Iteration # 158 - FCN = 297129.917109 Edm = 0.0508422 NCalls = 969 -VariableMetric: Iteration # 159 - FCN = 297129.8563029 Edm = 0.0387342 NCalls = 971 -VariableMetric: Iteration # 160 - FCN = 297129.8018112 Edm = 0.0260496 NCalls = 974 -VariableMetric: Iteration # 161 - FCN = 297129.7684696 Edm = 0.0124409 NCalls = 976 -VariableMetric: Iteration # 162 - FCN = 297129.7478488 Edm = 0.00473168 NCalls = 978 -VariableMetric: Iteration # 163 - FCN = 297129.731514 Edm = 0.00367458 NCalls = 980 -VariableMetric: Iteration # 164 - FCN = 297129.7202418 Edm = 0.00413638 NCalls = 982 -VariableMetric: Iteration # 165 - FCN = 297129.7174004 Edm = 0.00228225 NCalls = 984 -VariableMetric: Iteration # 166 - FCN = 297129.7118685 Edm = 0.00275198 NCalls = 986 -VariableMetric: Iteration # 167 - FCN = 297129.6930877 Edm = 0.00375934 NCalls = 989 -VariableMetric: Iteration # 168 - FCN = 297129.6840225 Edm = 0.00231553 NCalls = 991 -VariableMetric: Iteration # 169 - FCN = 297129.6749628 Edm = 0.00692203 NCalls = 993 -VariableMetric: Iteration # 170 - FCN = 297129.6659123 Edm = 0.00496557 NCalls = 995 -VariableMetric: Iteration # 171 - FCN = 297129.6512693 Edm = 0.00335229 NCalls = 997 -VariableMetric: Iteration # 172 - FCN = 297129.6392177 Edm = 0.00325687 NCalls = 999 -VariableMetric: Iteration # 173 - FCN = 297129.6324015 Edm = 0.00105526 NCalls = 1001 -VariableMetric: Iteration # 174 - FCN = 297129.6296235 Edm = 0.00227856 NCalls = 1003 -VariableMetric: Iteration # 175 - FCN = 297129.6199352 Edm = 0.00373338 NCalls = 1006 -VariableMetric: Iteration # 176 - FCN = 297129.6131699 Edm = 0.00214063 NCalls = 1009 -VariableMetric: Iteration # 177 - FCN = 297129.6102983 Edm = 0.00101926 NCalls = 1011 -VariableMetric: Iteration # 178 - FCN = 297129.6068386 Edm = 0.00152203 NCalls = 1013 -VariableMetric: Iteration # 179 - FCN = 297129.6014334 Edm = 0.00194752 NCalls = 1015 -VariableMetric: Iteration # 180 - FCN = 297129.5972712 Edm = 0.00176598 NCalls = 1017 -VariableMetric: Iteration # 181 - FCN = 297129.5922465 Edm = 0.00213295 NCalls = 1020 -VariableMetric: Iteration # 182 - FCN = 297129.581418 Edm = 0.0066797 NCalls = 1023 -VariableMetric: Iteration # 183 - FCN = 297129.5561002 Edm = 0.0069915 NCalls = 1027 -VariableMetric: Iteration # 184 - FCN = 297129.5449745 Edm = 0.00422572 NCalls = 1029 -VariableMetric: Iteration # 185 - FCN = 297129.5325626 Edm = 0.00952045 NCalls = 1031 -VariableMetric: Iteration # 186 - FCN = 297129.5241432 Edm = 0.010656 NCalls = 1032 -VariableMetric: Iteration # 187 - FCN = 297129.511904 Edm = 0.0031179 NCalls = 1035 -VariableMetric: Iteration # 188 - FCN = 297129.5061166 Edm = 0.00398767 NCalls = 1038 -VariableMetric: Iteration # 189 - FCN = 297129.4944989 Edm = 0.0110843 NCalls = 1041 -VariableMetric: Iteration # 190 - FCN = 297129.4819888 Edm = 0.00408069 NCalls = 1045 -VariableMetric: Iteration # 191 - FCN = 297129.4761879 Edm = 0.000983596 NCalls = 1047 -VariableMetric: Iteration # 192 - FCN = 297129.4751356 Edm = 0.00108278 NCalls = 1049 -VariableMetric: Iteration # 193 - FCN = 297129.4693196 Edm = 0.00276104 NCalls = 1053 -VariableMetric: Iteration # 194 - FCN = 297129.4633053 Edm = 0.0028549 NCalls = 1055 -VariableMetric: Iteration # 195 - FCN = 297129.460514 Edm = 0.00161463 NCalls = 1057 -VariableMetric: Iteration # 196 - FCN = 297129.4564825 Edm = 0.00189742 NCalls = 1059 -VariableMetric: Iteration # 197 - FCN = 297129.4525261 Edm = 0.00571946 NCalls = 1062 -VariableMetric: Iteration # 198 - FCN = 297129.4493664 Edm = 0.00209789 NCalls = 1065 -VariableMetric: Iteration # 199 - FCN = 297129.44683 Edm = 0.000442751 NCalls = 1067 -VariableMetric: Iteration # 200 - FCN = 297129.4464213 Edm = 9.96144e-05 NCalls = 1069 -VariableMetric: Iteration # 201 - FCN = 297129.4462664 Edm = 8.30933e-05 NCalls = 1071 -VariableMetric: Iteration # 202 - FCN = 297129.4461755 Edm = 2.96091e-05 NCalls = 1073 -VariableMetric: After Hessian - FCN = 297129.4461755 Edm = 0.000262941 NCalls = 1562 -VariableMetric: Iteration # 203 - FCN = 297129.4461755 Edm = 0.000262941 NCalls = 1562 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299282.5721819 Edm = 44.3764 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299282.5721819 Edm = 44.3764 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298208.506549 Edm = 0.67766 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298204.9003766 Edm = 0.315115 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298187.6977233 Edm = 17.1805 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298100.227865 Edm = 43.8828 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297941.5543744 Edm = 3.71558 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297929.8363333 Edm = 0.0833707 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297929.3648354 Edm = 0.228583 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297923.3370745 Edm = 3.79287 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297816.672544 Edm = 1.46469 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297814.4424444 Edm = 0.278162 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297813.4416749 Edm = 0.118094 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297812.8332399 Edm = 0.560295 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297802.7834645 Edm = 10.6136 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297802.5665159 Edm = 0.206844 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297801.0500056 Edm = 1.82811 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297792.4568426 Edm = 6.6976 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297745.8907302 Edm = 5.64632 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297741.3568817 Edm = 0.0798745 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297741.2480401 Edm = 0.0500995 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297740.6905938 Edm = 0.652357 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297733.3621563 Edm = 4.81974 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297580.0416291 Edm = 68.8377 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297523.5602825 Edm = 5.17725 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297518.7689355 Edm = 0.362763 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297518.2829087 Edm = 0.120393 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297518.0307467 Edm = 0.0357366 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297517.5769703 Edm = 0.283028 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297512.0636655 Edm = 3.74113 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297500.2154551 Edm = 5.38986 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297493.924896 Edm = 1.07993 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297492.1583941 Edm = 0.104267 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297492.0282777 Edm = 0.0132729 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297491.9306493 Edm = 0.0946745 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297487.8775817 Edm = 3.40816 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297449.9616951 Edm = 15.9984 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297436.1037623 Edm = 3.10685 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297432.7758521 Edm = 0.964346 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297431.7307497 Edm = 0.14976 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297431.5404066 Edm = 0.0406906 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297431.4685929 Edm = 0.0555721 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297431.3440657 Edm = 0.110381 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297430.0977323 Edm = 0.946691 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297423.7128553 Edm = 4.30691 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297409.1959527 Edm = 2.6218 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297406.2573067 Edm = 4.48064 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297404.0054822 Edm = 0.135881 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297403.7683509 Edm = 0.0348086 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297403.7133742 Edm = 0.0110794 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297403.6965631 Edm = 0.00356036 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297403.6910933 Edm = 0.00153723 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297403.6860188 Edm = 0.00296577 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297403.6178778 Edm = 0.0512084 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297398.5913525 Edm = 2.50465 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297393.2632766 Edm = 0.805558 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297392.4952843 Edm = 0.182389 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297392.0024122 Edm = 0.061632 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297391.8923098 Edm = 0.0141282 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297391.8741375 Edm = 0.00252178 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297391.8699437 Edm = 0.00104343 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297391.8636855 Edm = 0.00424788 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297391.820034 Edm = 0.0375247 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297391.3049979 Edm = 0.513375 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297387.6432242 Edm = 2.21719 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297377.6718563 Edm = 16.0334 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297371.3982102 Edm = 5.07663 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297369.5430188 Edm = 7.72236 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297364.4047796 Edm = 2.30247 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297362.7150506 Edm = 0.0439711 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297362.6739542 Edm = 0.00653542 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297362.6698771 Edm = 0.000875905 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297362.6664596 Edm = 0.00246405 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297362.3365328 Edm = 0.324978 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297359.1404732 Edm = 1.96184 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297354.3325559 Edm = 0.39322 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297353.780439 Edm = 0.0187897 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297353.7606664 Edm = 0.000620575 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297353.759938 Edm = 0.000297111 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297353.7575038 Edm = 0.00189877 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297353.7172346 Edm = 0.0402439 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297353.1584942 Edm = 0.359966 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297351.798686 Edm = 0.212037 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297351.589194 Edm = 0.0117206 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297351.5733086 Edm = 0.00207931 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297351.571203 Edm = 0.000289449 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297351.5708107 Edm = 6.91306e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297351.5708107 Edm = 72.8681 NCalls = 734 -VariableMetric: Iteration # 86 - FCN = 297351.5708107 Edm = 72.8681 NCalls = 734 -VariableMetric: Iteration # 87 - FCN = 297348.4413455 Edm = 841184 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297347.0787065 Edm = 14887.3 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297346.3843857 Edm = 8209.38 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297345.1991734 Edm = 21727.7 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297344.1975371 Edm = 11471.2 NCalls = 771 -VariableMetric: Iteration # 92 - FCN = 297341.7773322 Edm = 2279.63 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297340.1026343 Edm = 1011.82 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297339.0808559 Edm = 769.15 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297338.8781924 Edm = 471.768 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297338.4978587 Edm = 76.4172 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297336.7506259 Edm = 74.6642 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297336.1107945 Edm = 52.8982 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297335.8497445 Edm = 99.3908 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297334.95347 Edm = 32.1004 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297334.5819264 Edm = 11.9762 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297334.4916497 Edm = 13.593 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297333.9899808 Edm = 12.2646 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297332.7437766 Edm = 10.9057 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297332.4279831 Edm = 1.30909 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297332.3794539 Edm = 0.3349 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297332.3066164 Edm = 0.681838 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297332.1973532 Edm = 0.68181 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297332.1049922 Edm = 0.180736 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297332.0792421 Edm = 0.0155335 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297332.0645039 Edm = 0.00491253 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297332.0626443 Edm = 0.00377877 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297332.0596003 Edm = 0.00280436 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297332.0581024 Edm = 0.00145557 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297332.0557258 Edm = 0.000775866 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297332.0547509 Edm = 0.00030816 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297332.0543484 Edm = 7.56221e-05 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297332.0542539 Edm = 6.16993e-06 NCalls = 835 -VariableMetric: After Hessian - FCN = 297332.0542539 Edm = 7.80833e-06 NCalls = 1328 -VariableMetric: Iteration # 119 - FCN = 297332.0542539 Edm = 7.80833e-06 NCalls = 1328 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317915.2105047 Edm = 60.0808 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317915.2105047 Edm = 60.0808 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298500.1607396 Edm = 6.88383 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298270.8082698 Edm = 166.837 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298240.8754324 Edm = 1.18781 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298131.3638891 Edm = 75.3297 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297954.6836362 Edm = 11.7344 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297934.0907543 Edm = 2.59664 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297911.5906396 Edm = 33.1822 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297785.31025 Edm = 77.8859 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297553.4340719 Edm = 13.1027 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297542.5854776 Edm = 0.436868 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297542.1413549 Edm = 0.0517354 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297540.9343725 Edm = 1.19263 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297518.3158575 Edm = 8.52071 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297504.1776856 Edm = 0.124119 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297504.0298124 Edm = 0.0358848 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297502.941775 Edm = 1.13366 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297473.1776994 Edm = 21.7285 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297349.8292618 Edm = 24.376 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297313.6453467 Edm = 1.00854 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297312.4841773 Edm = 0.0525307 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297312.4241815 Edm = 0.0261521 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297312.2623761 Edm = 0.143769 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297299.6266782 Edm = 10.7694 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297226.6996678 Edm = 1.60858 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297224.8455538 Edm = 0.105343 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297224.734459 Edm = 0.00623436 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297224.6799585 Edm = 0.0391116 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297223.6188919 Edm = 0.871329 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297169.5337565 Edm = 13.5115 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297154.6000649 Edm = 1.96315 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297152.9559771 Edm = 0.722752 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297152.5422062 Edm = 0.218509 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297152.154017 Edm = 0.0585576 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297152.07591 Edm = 0.00308474 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297152.0637548 Edm = 0.00836869 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297150.9112427 Edm = 1.05319 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297130.9748521 Edm = 2.67285 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297127.9925562 Edm = 1.18072 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297127.4568481 Edm = 0.301112 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297127.0256005 Edm = 0.0557891 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297126.9630867 Edm = 0.00348875 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297126.9589605 Edm = 0.000675007 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297126.9560112 Edm = 0.00231426 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297126.9210482 Edm = 0.0338307 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297120.7001869 Edm = 2.34631 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297115.3599401 Edm = 0.223699 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297115.0905163 Edm = 0.00469362 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297115.0830567 Edm = 0.00068031 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297115.081185 Edm = 0.000933729 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297115.0580648 Edm = 0.0242878 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297114.4923355 Edm = 0.484151 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297109.1567272 Edm = 0.431633 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297108.3406641 Edm = 0.0625092 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297108.2218253 Edm = 0.0102443 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297108.2108425 Edm = 0.00213888 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297108.209267 Edm = 0.00113723 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297108.2076976 Edm = 0.000353818 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297108.2064927 Edm = 0.000592036 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297108.1845552 Edm = 0.0193082 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297105.3213449 Edm = 1.87311 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297101.356954 Edm = 2.14405 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297097.4281493 Edm = 1.5057 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297095.344961 Edm = 2.37656 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297094.2262247 Edm = 0.396056 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297093.5900749 Edm = 0.418525 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297093.1723308 Edm = 0.130357 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297093.0110009 Edm = 0.0264025 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297092.9866035 Edm = 0.00360141 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297092.983175 Edm = 0.000304999 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297092.9822288 Edm = 0.00071059 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297092.9559342 Edm = 0.0369929 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297092.9538582 Edm = 0.00190741 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297092.7045903 Edm = 0.157296 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297092.6867276 Edm = 0.000236383 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297092.6856798 Edm = 0.00110745 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297092.6731498 Edm = 0.0149703 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297092.3292781 Edm = 0.076235 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297092.1945462 Edm = 0.00997094 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297092.1879516 Edm = 0.000654947 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297092.1868812 Edm = 0.000350985 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297092.1852528 Edm = 0.00096874 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297092.1681379 Edm = 0.0172234 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297091.7558846 Edm = 0.335894 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297089.229936 Edm = 0.756072 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297088.6873571 Edm = 0.15235 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297088.5932302 Edm = 0.0244133 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297088.5723555 Edm = 0.0049249 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297088.5674558 Edm = 0.00100129 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297088.5657226 Edm = 0.000769699 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297088.5620455 Edm = 0.00301869 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297088.5310326 Edm = 0.0240104 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297086.720606 Edm = 1.61658 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297086.5828891 Edm = 0.294499 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297086.2899431 Edm = 0.593867 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297083.8527712 Edm = 1.57918 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297081.1148579 Edm = 1.15608 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297080.3857334 Edm = 0.0875398 NCalls = 307 -VariableMetric: Iteration # 98 - FCN = 297080.3135634 Edm = 0.0198588 NCalls = 309 -VariableMetric: Iteration # 99 - FCN = 297080.3009592 Edm = 0.00228724 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297080.2983219 Edm = 0.000128107 NCalls = 313 -VariableMetric: Iteration # 101 - FCN = 297080.2980892 Edm = 8.35754e-05 NCalls = 315 -VariableMetric: After Hessian - FCN = 297080.2980892 Edm = 2429.05 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297080.2980892 Edm = 2429.05 NCalls = 798 -VariableMetric: Iteration # 103 - FCN = 297077.460867 Edm = 189.735 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297076.2836037 Edm = 1.44681 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297075.0690706 Edm = 0.117611 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297074.6702792 Edm = 0.0366954 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297074.5590703 Edm = 0.0131075 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297074.5205589 Edm = 0.00845488 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297074.492356 Edm = 0.00599365 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297074.4676033 Edm = 0.00539533 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297074.4513132 Edm = 0.00337755 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297074.4285028 Edm = 0.00440795 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297074.4121162 Edm = 0.00606668 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297074.3878787 Edm = 0.00553896 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297074.3602799 Edm = 0.00740656 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297074.337188 Edm = 0.0128382 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297074.2752998 Edm = 0.0279941 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297074.2180024 Edm = 0.0186394 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297074.1737287 Edm = 0.00780038 NCalls = 842 -VariableMetric: Iteration # 120 - FCN = 297074.1555668 Edm = 0.00319883 NCalls = 844 -VariableMetric: Iteration # 121 - FCN = 297074.1468843 Edm = 0.0025713 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297074.1423019 Edm = 0.0005456 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297074.1411275 Edm = 0.000196007 NCalls = 850 -VariableMetric: Iteration # 124 - FCN = 297074.1408637 Edm = 1.545e-05 NCalls = 852 -VariableMetric: After Hessian - FCN = 297074.1408637 Edm = 3.43133e-05 NCalls = 1347 -VariableMetric: Iteration # 125 - FCN = 297074.1408637 Edm = 3.43133e-05 NCalls = 1347 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332603.8384251 Edm = 67.4114 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332603.8384251 Edm = 67.4114 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300321.9640003 Edm = 1.16991 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300305.1585207 Edm = 1.55047 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300072.3763468 Edm = 253.769 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 300051.5940525 Edm = 20.2549 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298754.6170751 Edm = 133.87 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298594.4842834 Edm = 22.5793 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298576.0473109 Edm = 1.93948 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298562.1540236 Edm = 13.472 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298074.9063868 Edm = 137.185 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297828.3200301 Edm = 173.11 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297804.2751388 Edm = 8.43859 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297794.6864317 Edm = 0.395382 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297794.1877455 Edm = 0.0746726 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297793.718245 Edm = 0.443769 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297697.0995794 Edm = 20.2695 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297566.6162656 Edm = 28.1969 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297525.4032178 Edm = 0.701062 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297524.5853838 Edm = 0.0362992 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297523.8245496 Edm = 0.674638 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297445.480183 Edm = 51.5865 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297367.81078 Edm = 5.24435 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297360.7802467 Edm = 3.46719 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297357.0271648 Edm = 1.07744 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297355.6160267 Edm = 0.148946 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297355.3608316 Edm = 0.0159597 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297355.3429407 Edm = 0.00689917 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297355.3072635 Edm = 0.0303388 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297347.9631978 Edm = 6.18715 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297303.0743936 Edm = 24.1815 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297290.9441672 Edm = 3.55275 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297286.4547656 Edm = 1.20557 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297285.160769 Edm = 0.444819 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297284.3717709 Edm = 0.201079 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297284.2211355 Edm = 0.00553496 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297284.2086619 Edm = 0.00608325 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297283.7856902 Edm = 0.425866 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297282.4086981 Edm = 1.22391 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297242.0459865 Edm = 10.5854 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297234.0622916 Edm = 6.70523 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297230.1373191 Edm = 1.05617 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297229.0476267 Edm = 0.86084 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297228.3329076 Edm = 0.274755 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297228.0093586 Edm = 0.0834286 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297227.9311859 Edm = 0.00410952 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297227.9248755 Edm = 0.00282925 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297227.9091533 Edm = 0.0221648 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297227.6950894 Edm = 0.19433 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297221.5749528 Edm = 4.1797 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297215.5247409 Edm = 3.16563 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297212.7991015 Edm = 1.11522 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297212.2457227 Edm = 0.144311 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297211.9857188 Edm = 0.0248338 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297211.9485935 Edm = 0.00417303 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297211.9429679 Edm = 0.00131055 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297211.9378466 Edm = 0.00210861 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297211.928382 Edm = 0.00681297 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297211.4642543 Edm = 0.447889 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297206.5476659 Edm = 2.01834 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297205.4672727 Edm = 0.41819 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297204.9382627 Edm = 0.109428 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297204.824846 Edm = 0.0380552 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297204.7932331 Edm = 0.0041463 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297204.788908 Edm = 0.0011846 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297204.7862698 Edm = 0.00144703 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297204.7833541 Edm = 0.00110973 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297204.7756092 Edm = 0.00733718 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297204.523781 Edm = 0.269016 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297204.512908 Edm = 0.00929911 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297203.0637187 Edm = 0.964493 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297199.6809482 Edm = 0.326209 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297199.3289534 Edm = 0.097901 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297199.1991675 Edm = 0.00488972 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297199.1950256 Edm = 0.000732978 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297199.1938736 Edm = 0.000845109 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297199.1831111 Edm = 0.00774161 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297199.040888 Edm = 0.152997 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297198.3675173 Edm = 0.362353 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297197.3681488 Edm = 0.194591 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297197.1973854 Edm = 0.0230321 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297197.1690024 Edm = 0.00163774 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297197.1673618 Edm = 0.000118049 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297197.1670699 Edm = 0.000291596 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297197.1649763 Edm = 0.00179428 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297197.1348467 Edm = 0.0234397 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297196.0095669 Edm = 0.811758 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297194.1297264 Edm = 0.0613193 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297194.0748435 Edm = 0.00146644 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297194.0735978 Edm = 8.53483e-05 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297194.0734354 Edm = 7.95921e-05 NCalls = 280 -VariableMetric: After Hessian - FCN = 297194.0734354 Edm = 0.61648 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297194.0734354 Edm = 0.61648 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297189.8934723 Edm = 646.207 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297189.8452035 Edm = 10.8928 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297188.6303834 Edm = 2.14863 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297187.4407468 Edm = 0.651387 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297185.7719375 Edm = 1.49924 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297184.2207087 Edm = 0.558242 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297183.3956496 Edm = 0.551598 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297182.6028113 Edm = 0.0953588 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297182.2846304 Edm = 0.0892337 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297182.1268519 Edm = 0.0345429 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297182.0448445 Edm = 0.0413975 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297181.95777 Edm = 0.0121603 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297181.9225297 Edm = 0.0185891 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297181.8834839 Edm = 0.00757842 NCalls = 793 -VariableMetric: Iteration # 105 - FCN = 297181.8605263 Edm = 0.00852052 NCalls = 795 -VariableMetric: Iteration # 106 - FCN = 297181.8474835 Edm = 0.000941447 NCalls = 797 -VariableMetric: Iteration # 107 - FCN = 297181.8452881 Edm = 0.0010533 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297181.842146 Edm = 0.000494935 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297181.8406645 Edm = 0.000550144 NCalls = 803 -VariableMetric: Iteration # 110 - FCN = 297181.8395026 Edm = 7.47768e-05 NCalls = 805 -VariableMetric: After Hessian - FCN = 297181.8395026 Edm = 0.00308825 NCalls = 1284 -VariableMetric: Iteration # 111 - FCN = 297181.8395026 Edm = 0.00308825 NCalls = 1284 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322729.7777434 Edm = 1357.1 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322729.7777434 Edm = 1357.1 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301930.7376728 Edm = 11.7012 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299924.6475553 Edm = 22.4267 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 299916.2594535 Edm = 12.6599 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299902.4918536 Edm = 11.2335 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299245.3756813 Edm = 100.086 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298799.2721763 Edm = 206.902 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298522.79911 Edm = 1187.11 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298130.5501106 Edm = 56.571 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298089.4583605 Edm = 0.686448 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298086.8183094 Edm = 0.550055 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298083.004871 Edm = 2.43231 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298013.4407479 Edm = 44.0468 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297851.253434 Edm = 5.39348 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297847.0913546 Edm = 0.208795 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297846.3438032 Edm = 0.419108 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297840.5336919 Edm = 3.82907 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297623.855654 Edm = 61.8132 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297547.2282634 Edm = 5.3398 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297538.1683317 Edm = 0.973063 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297537.0843832 Edm = 0.0557277 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297536.9555713 Edm = 0.0725328 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297534.9045419 Edm = 2.32578 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297455.7480433 Edm = 18.4858 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297386.5729548 Edm = 25.6825 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297365.7566824 Edm = 34.3604 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297357.2938344 Edm = 1.47569 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297354.9010318 Edm = 0.371145 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297353.408335 Edm = 0.40722 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297352.5521336 Edm = 0.636675 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297351.9446063 Edm = 0.216028 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297351.7145535 Edm = 0.0105821 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297351.6805232 Edm = 0.0286243 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297351.3445716 Edm = 0.368636 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297347.2571792 Edm = 3.54986 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297322.5057758 Edm = 27.7109 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297302.9053732 Edm = 6.02997 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297294.4143237 Edm = 0.233881 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297294.1675936 Edm = 0.0143014 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297294.1144649 Edm = 0.0274285 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297293.3440174 Edm = 0.659053 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297283.7781279 Edm = 8.908 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297255.2740614 Edm = 8.62385 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297242.8985247 Edm = 1.21448 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297241.5662629 Edm = 0.0147362 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297241.5480081 Edm = 0.00279806 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297241.5228238 Edm = 0.0165206 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297240.9818394 Edm = 0.413676 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297235.256014 Edm = 3.3374 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297227.7949783 Edm = 2.28957 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297226.3822153 Edm = 0.420335 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297225.961746 Edm = 0.0948609 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297225.8579046 Edm = 0.013374 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297225.8393151 Edm = 0.00189065 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297225.8344244 Edm = 0.00283298 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297225.7485959 Edm = 0.0842135 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297225.3691065 Edm = 0.327201 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297219.0851656 Edm = 3.19352 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297216.6272183 Edm = 0.37318 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297216.2411857 Edm = 0.0675844 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297216.1634649 Edm = 0.0176589 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297216.14671 Edm = 0.00228488 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297216.1435383 Edm = 0.000601859 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297216.1388233 Edm = 0.00365982 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297215.3244528 Edm = 0.667716 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297207.8110023 Edm = 1.76293 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297204.9099911 Edm = 0.684146 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297204.4302537 Edm = 0.227103 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297204.2689191 Edm = 0.0393726 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297204.2104149 Edm = 0.00532109 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297204.2041861 Edm = 0.00052215 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297204.2005502 Edm = 0.00296471 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297204.0090384 Edm = 0.133305 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297202.2590227 Edm = 1.82563 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297196.5976708 Edm = 2.82906 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297193.2226238 Edm = 1.09923 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297192.1640971 Edm = 0.153546 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297192.0461771 Edm = 0.180244 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297191.9355512 Edm = 0.0328607 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297191.8889784 Edm = 0.00288269 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297191.8858498 Edm = 0.000301656 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297191.884527 Edm = 0.00140528 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297191.869306 Edm = 0.0179349 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297191.490756 Edm = 0.112233 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297191.3266759 Edm = 0.00664206 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297191.3211875 Edm = 0.000513643 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297191.3201746 Edm = 0.000490795 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297191.2966724 Edm = 0.0270723 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297190.4592729 Edm = 0.104123 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297186.2822995 Edm = 2.63458 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297181.4378542 Edm = 1.9234 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297179.8013986 Edm = 1.40955 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297179.3745888 Edm = 0.210862 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297179.1693417 Edm = 0.0182265 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297179.1462798 Edm = 0.00249207 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297179.1437837 Edm = 0.000882896 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297179.142628 Edm = 0.000469864 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297179.1405131 Edm = 0.00145726 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297179.1242501 Edm = 0.0109689 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297178.1875649 Edm = 0.800927 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297175.3171851 Edm = 1.13876 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297174.9475304 Edm = 0.233707 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297174.8028095 Edm = 0.0137326 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297174.7918847 Edm = 0.000677076 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297174.7912395 Edm = 3.75591e-05 NCalls = 327 -VariableMetric: After Hessian - FCN = 297174.7912395 Edm = 2.69161 NCalls = 800 -VariableMetric: Iteration # 105 - FCN = 297174.7912395 Edm = 2.69161 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297171.5702098 Edm = 9.51875 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297170.076231 Edm = 1.81057 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297169.4969536 Edm = 1.4167 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297168.3289084 Edm = 0.81421 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297166.9712354 Edm = 0.302944 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297166.243 Edm = 0.312054 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297165.3019216 Edm = 0.225429 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297165.1182742 Edm = 0.0497592 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297165.0784255 Edm = 0.0176493 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297165.054958 Edm = 0.00833661 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297165.0397549 Edm = 0.00740866 NCalls = 823 -VariableMetric: Iteration # 117 - FCN = 297165.0336254 Edm = 0.00176801 NCalls = 825 -VariableMetric: Iteration # 118 - FCN = 297165.0298926 Edm = 0.00097978 NCalls = 827 -VariableMetric: Iteration # 119 - FCN = 297165.0245656 Edm = 0.00189729 NCalls = 830 -VariableMetric: Iteration # 120 - FCN = 297165.019231 Edm = 0.00168734 NCalls = 832 -VariableMetric: Iteration # 121 - FCN = 297165.0149349 Edm = 0.000687506 NCalls = 834 -VariableMetric: Iteration # 122 - FCN = 297165.0138961 Edm = 0.000121965 NCalls = 836 -VariableMetric: Iteration # 123 - FCN = 297165.0137387 Edm = 0.000207048 NCalls = 838 -VariableMetric: Iteration # 124 - FCN = 297165.0135636 Edm = 3.91617e-05 NCalls = 840 -VariableMetric: After Hessian - FCN = 297165.0135636 Edm = 7.26402e-05 NCalls = 1319 -VariableMetric: Iteration # 125 - FCN = 297165.0135636 Edm = 7.26402e-05 NCalls = 1319 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313252.4703859 Edm = 502.824 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313252.4703859 Edm = 502.824 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302444.1416359 Edm = 150.635 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301957.0292773 Edm = 125.628 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299162.9388705 Edm = 8.64126 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298243.85608 Edm = 974.087 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 298222.4783488 Edm = 23.5318 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298191.2833861 Edm = 11.8272 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298136.6288776 Edm = 1.86268 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298133.6007063 Edm = 2.73107 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297927.555404 Edm = 180.55 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297749.8883777 Edm = 124.785 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297662.8566756 Edm = 28.3364 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297644.268025 Edm = 0.295086 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297643.1776068 Edm = 0.184174 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297634.014904 Edm = 2.53833 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297623.2192149 Edm = 0.962964 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 297623.1582414 Edm = 3.25542 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297622.2603875 Edm = 0.043775 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297619.5040339 Edm = 2.80202 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297617.4973838 Edm = 1.68262 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297599.6601056 Edm = 1.29913 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 297586.1245008 Edm = 3.96336 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297582.2326195 Edm = 1.13402 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297580.1258592 Edm = 2.10408 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297576.5162605 Edm = 2.59175 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297573.7422613 Edm = 0.356807 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297573.5593523 Edm = 0.0754075 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297573.1579543 Edm = 0.25174 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 297568.3421682 Edm = 3.01062 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297567.193807 Edm = 7.95616 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297564.5134343 Edm = 1.22055 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297562.1812666 Edm = 0.666623 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297559.2317619 Edm = 0.824498 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297554.7766637 Edm = 4.74559 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297551.1257244 Edm = 5.97268 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297541.2264198 Edm = 5.09141 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297539.4965618 Edm = 1.2851 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297538.7542266 Edm = 0.297835 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297538.3624969 Edm = 0.207972 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297537.1823299 Edm = 1.62521 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297526.793576 Edm = 12.6709 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297525.8839488 Edm = 1.19875 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297525.165528 Edm = 2.82142 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297511.6841735 Edm = 3.87862 NCalls = 171 -VariableMetric: Iteration # 44 - FCN = 297509.6990518 Edm = 4.90692 NCalls = 173 -VariableMetric: Iteration # 45 - FCN = 297503.3376588 Edm = 2.19408 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297501.6272762 Edm = 0.781544 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297495.412715 Edm = 3.39663 NCalls = 181 -VariableMetric: Iteration # 48 - FCN = 297480.6786886 Edm = 6.23741 NCalls = 183 -VariableMetric: Iteration # 49 - FCN = 297473.1122566 Edm = 4.74918 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297467.7197358 Edm = 4.22593 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297461.4973759 Edm = 4.8096 NCalls = 195 -VariableMetric: Iteration # 52 - FCN = 297451.9264899 Edm = 12.5243 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297447.9919027 Edm = 3.76402 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297435.4810267 Edm = 5.74103 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297431.70025 Edm = 1.95486 NCalls = 209 -VariableMetric: Iteration # 56 - FCN = 297430.2996656 Edm = 0.962245 NCalls = 211 -VariableMetric: Iteration # 57 - FCN = 297428.1630791 Edm = 1.14905 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297422.4497411 Edm = 7.12514 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297418.2294575 Edm = 0.240701 NCalls = 221 -VariableMetric: Iteration # 60 - FCN = 297417.8292649 Edm = 0.259752 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297417.5703398 Edm = 0.047926 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297417.4830218 Edm = 0.014702 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297417.0888803 Edm = 0.21165 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297415.9374008 Edm = 0.219383 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297415.4953598 Edm = 0.174322 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297415.2517479 Edm = 0.0671093 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297414.8682988 Edm = 0.281031 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297413.7160248 Edm = 3.09982 NCalls = 253 -VariableMetric: Iteration # 69 - FCN = 297412.6466491 Edm = 1.39207 NCalls = 258 -VariableMetric: Iteration # 70 - FCN = 297412.4327501 Edm = 0.522652 NCalls = 261 -VariableMetric: Iteration # 71 - FCN = 297411.7205872 Edm = 0.0458514 NCalls = 263 -VariableMetric: Iteration # 72 - FCN = 297411.6335349 Edm = 0.029001 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297411.0383732 Edm = 0.319584 NCalls = 270 -VariableMetric: Iteration # 74 - FCN = 297408.6608774 Edm = 1.47043 NCalls = 274 -VariableMetric: Iteration # 75 - FCN = 297402.6392188 Edm = 14.3435 NCalls = 277 -VariableMetric: Iteration # 76 - FCN = 297396.4782132 Edm = 11.2678 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297386.4872295 Edm = 10.7826 NCalls = 284 -VariableMetric: Iteration # 78 - FCN = 297366.5463275 Edm = 6.55118 NCalls = 288 -VariableMetric: Iteration # 79 - FCN = 297356.5288046 Edm = 3.42527 NCalls = 292 -VariableMetric: Iteration # 80 - FCN = 297349.3313229 Edm = 3.37715 NCalls = 294 -VariableMetric: Iteration # 81 - FCN = 297343.3550561 Edm = 0.628089 NCalls = 300 -VariableMetric: Iteration # 82 - FCN = 297342.6860407 Edm = 0.0344384 NCalls = 302 -VariableMetric: Iteration # 83 - FCN = 297342.622036 Edm = 0.0206717 NCalls = 304 -VariableMetric: Iteration # 84 - FCN = 297342.6072162 Edm = 0.0196049 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297342.5798188 Edm = 0.0100114 NCalls = 308 -VariableMetric: Iteration # 86 - FCN = 297342.5588109 Edm = 0.00975957 NCalls = 310 -VariableMetric: Iteration # 87 - FCN = 297342.5237214 Edm = 0.0227455 NCalls = 313 -VariableMetric: Iteration # 88 - FCN = 297341.9989479 Edm = 0.433667 NCalls = 318 -VariableMetric: Iteration # 89 - FCN = 297337.3174909 Edm = 1.54622 NCalls = 321 -VariableMetric: Iteration # 90 - FCN = 297336.6266725 Edm = 0.142631 NCalls = 325 -VariableMetric: Iteration # 91 - FCN = 297336.4872897 Edm = 0.0118404 NCalls = 327 -VariableMetric: Iteration # 92 - FCN = 297336.4647367 Edm = 0.00393659 NCalls = 330 -VariableMetric: Iteration # 93 - FCN = 297336.4537468 Edm = 0.00318818 NCalls = 333 -VariableMetric: Iteration # 94 - FCN = 297336.4471043 Edm = 0.00256152 NCalls = 335 -VariableMetric: Iteration # 95 - FCN = 297336.441539 Edm = 0.00246625 NCalls = 338 -VariableMetric: Iteration # 96 - FCN = 297336.4289618 Edm = 0.00857681 NCalls = 341 -VariableMetric: Iteration # 97 - FCN = 297336.3537861 Edm = 0.0806903 NCalls = 345 -VariableMetric: Iteration # 98 - FCN = 297336.3130265 Edm = 0.0786193 NCalls = 349 -VariableMetric: Iteration # 99 - FCN = 297335.5610886 Edm = 0.813284 NCalls = 354 -VariableMetric: Iteration # 100 - FCN = 297335.3043859 Edm = 0.238702 NCalls = 358 -VariableMetric: Iteration # 101 - FCN = 297335.0547609 Edm = 0.236901 NCalls = 362 -VariableMetric: Iteration # 102 - FCN = 297330.1005568 Edm = 3.01106 NCalls = 368 -VariableMetric: Iteration # 103 - FCN = 297329.5702062 Edm = 1.54861 NCalls = 371 -VariableMetric: Iteration # 104 - FCN = 297327.2174055 Edm = 1.09058 NCalls = 374 -VariableMetric: Iteration # 105 - FCN = 297325.024382 Edm = 0.207707 NCalls = 376 -VariableMetric: Iteration # 106 - FCN = 297324.7065152 Edm = 0.0431768 NCalls = 378 -VariableMetric: Iteration # 107 - FCN = 297324.5377302 Edm = 0.116204 NCalls = 380 -VariableMetric: Iteration # 108 - FCN = 297324.1027064 Edm = 0.102907 NCalls = 387 -VariableMetric: Iteration # 109 - FCN = 297324.0079155 Edm = 0.0170185 NCalls = 389 -VariableMetric: Iteration # 110 - FCN = 297323.9942302 Edm = 0.0125249 NCalls = 391 -VariableMetric: Iteration # 111 - FCN = 297323.9758431 Edm = 0.0121327 NCalls = 393 -VariableMetric: Iteration # 112 - FCN = 297323.9426546 Edm = 0.00597508 NCalls = 396 -VariableMetric: Iteration # 113 - FCN = 297323.9341642 Edm = 0.00431452 NCalls = 398 -VariableMetric: Iteration # 114 - FCN = 297323.9236443 Edm = 0.00699235 NCalls = 401 -VariableMetric: Iteration # 115 - FCN = 297323.8511015 Edm = 0.0554494 NCalls = 406 -VariableMetric: Iteration # 116 - FCN = 297323.7698603 Edm = 0.0915411 NCalls = 408 -VariableMetric: Iteration # 117 - FCN = 297323.6487065 Edm = 0.252251 NCalls = 411 -VariableMetric: Iteration # 118 - FCN = 297322.9221705 Edm = 0.523931 NCalls = 415 -VariableMetric: Iteration # 119 - FCN = 297320.6616842 Edm = 0.926147 NCalls = 419 -VariableMetric: Iteration # 120 - FCN = 297320.2329625 Edm = 0.147126 NCalls = 421 -VariableMetric: Iteration # 121 - FCN = 297320.0287601 Edm = 0.0709575 NCalls = 423 -VariableMetric: Iteration # 122 - FCN = 297319.6276308 Edm = 0.0950173 NCalls = 426 -VariableMetric: Iteration # 123 - FCN = 297319.5328323 Edm = 0.0682138 NCalls = 429 -VariableMetric: Iteration # 124 - FCN = 297319.4665077 Edm = 0.0220579 NCalls = 431 -VariableMetric: Iteration # 125 - FCN = 297319.4124446 Edm = 0.0282043 NCalls = 434 -VariableMetric: Iteration # 126 - FCN = 297319.3789128 Edm = 0.0120459 NCalls = 436 -VariableMetric: Iteration # 127 - FCN = 297319.362641 Edm = 0.00464382 NCalls = 439 -VariableMetric: Iteration # 128 - FCN = 297319.3514503 Edm = 0.00425812 NCalls = 442 -VariableMetric: Iteration # 129 - FCN = 297319.3480582 Edm = 0.00279164 NCalls = 444 -VariableMetric: Iteration # 130 - FCN = 297319.3437909 Edm = 0.00115142 NCalls = 447 -VariableMetric: Iteration # 131 - FCN = 297319.3390988 Edm = 0.00158147 NCalls = 450 -VariableMetric: Iteration # 132 - FCN = 297319.3326851 Edm = 0.00807811 NCalls = 453 -VariableMetric: Iteration # 133 - FCN = 297319.3258881 Edm = 0.00892307 NCalls = 457 -VariableMetric: Iteration # 134 - FCN = 297319.2541009 Edm = 0.0872508 NCalls = 463 -VariableMetric: Iteration # 135 - FCN = 297319.2440052 Edm = 0.0297825 NCalls = 467 -VariableMetric: Iteration # 136 - FCN = 297319.2158396 Edm = 0.0389591 NCalls = 472 -VariableMetric: Iteration # 137 - FCN = 297319.1757193 Edm = 0.0383109 NCalls = 476 -VariableMetric: Iteration # 138 - FCN = 297319.1488682 Edm = 0.0226593 NCalls = 480 -VariableMetric: Iteration # 139 - FCN = 297318.9431718 Edm = 0.0485153 NCalls = 485 -VariableMetric: Iteration # 140 - FCN = 297318.7529074 Edm = 0.11201 NCalls = 487 -VariableMetric: Iteration # 141 - FCN = 297316.4661801 Edm = 0.944542 NCalls = 491 -VariableMetric: Iteration # 142 - FCN = 297313.8756053 Edm = 3.44969 NCalls = 494 -VariableMetric: Iteration # 143 - FCN = 297313.0630085 Edm = 1.74882 NCalls = 495 -VariableMetric: Iteration # 144 - FCN = 297312.2953843 Edm = 0.297915 NCalls = 498 -VariableMetric: Iteration # 145 - FCN = 297311.9988745 Edm = 0.0397493 NCalls = 501 -VariableMetric: Iteration # 146 - FCN = 297311.9112078 Edm = 0.0314004 NCalls = 503 -VariableMetric: Iteration # 147 - FCN = 297311.8243228 Edm = 0.012631 NCalls = 506 -VariableMetric: Iteration # 148 - FCN = 297311.8108015 Edm = 0.00447995 NCalls = 507 -VariableMetric: Iteration # 149 - FCN = 297311.8082827 Edm = 0.000505951 NCalls = 509 -VariableMetric: Iteration # 150 - FCN = 297311.8076341 Edm = 0.000115449 NCalls = 511 -VariableMetric: Iteration # 151 - FCN = 297311.8073406 Edm = 0.000162671 NCalls = 513 -VariableMetric: Iteration # 152 - FCN = 297311.8046975 Edm = 0.00247182 NCalls = 517 -VariableMetric: Iteration # 153 - FCN = 297311.4847307 Edm = 0.200499 NCalls = 522 -VariableMetric: Iteration # 154 - FCN = 297310.7597362 Edm = 0.0408106 NCalls = 524 -VariableMetric: Iteration # 155 - FCN = 297310.7260814 Edm = 0.00171683 NCalls = 526 -VariableMetric: Iteration # 156 - FCN = 297310.7240649 Edm = 9.86206e-05 NCalls = 528 -VariableMetric: Iteration # 157 - FCN = 297310.7239422 Edm = 1.87152e-05 NCalls = 530 -VariableMetric: After Hessian - FCN = 297310.7239422 Edm = 7.27294 NCalls = 1013 -VariableMetric: Iteration # 158 - FCN = 297310.7239422 Edm = 7.27294 NCalls = 1013 -VariableMetric: Iteration # 159 - FCN = 297310.2548715 Edm = 0.947426 NCalls = 1021 -VariableMetric: Iteration # 160 - FCN = 297309.2970576 Edm = 2.57712 NCalls = 1022 -VariableMetric: Iteration # 161 - FCN = 297308.8759207 Edm = 0.329323 NCalls = 1024 -VariableMetric: Iteration # 162 - FCN = 297308.5567581 Edm = 0.0800662 NCalls = 1026 -VariableMetric: Iteration # 163 - FCN = 297308.4280563 Edm = 0.014795 NCalls = 1028 -VariableMetric: Iteration # 164 - FCN = 297308.4035461 Edm = 0.00736386 NCalls = 1030 -VariableMetric: Iteration # 165 - FCN = 297308.3958825 Edm = 0.00382922 NCalls = 1031 -VariableMetric: Iteration # 166 - FCN = 297308.3906125 Edm = 0.00128303 NCalls = 1033 -VariableMetric: Iteration # 167 - FCN = 297308.3861536 Edm = 0.00128825 NCalls = 1035 -VariableMetric: Iteration # 168 - FCN = 297308.379922 Edm = 0.00216766 NCalls = 1037 -VariableMetric: Iteration # 169 - FCN = 297308.373602 Edm = 0.00169733 NCalls = 1039 -VariableMetric: Iteration # 170 - FCN = 297308.369251 Edm = 0.00165363 NCalls = 1041 -VariableMetric: Iteration # 171 - FCN = 297308.3645074 Edm = 0.0012325 NCalls = 1043 -VariableMetric: Iteration # 172 - FCN = 297308.3617912 Edm = 0.000617263 NCalls = 1045 -VariableMetric: Iteration # 173 - FCN = 297308.3600451 Edm = 0.000266521 NCalls = 1047 -VariableMetric: Iteration # 174 - FCN = 297308.3594881 Edm = 2.95345e-05 NCalls = 1049 -VariableMetric: After Hessian - FCN = 297308.3594881 Edm = 4.92353e-05 NCalls = 1538 -VariableMetric: Iteration # 175 - FCN = 297308.3594881 Edm = 4.92353e-05 NCalls = 1538 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 375959.4972272 Edm = 1505.79 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 375959.4972272 Edm = 1505.79 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 342991.2189692 Edm = 130.252 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 317377.7750883 Edm = 178.175 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 314799.148392 Edm = 45.8593 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 314620.1380058 Edm = 272.022 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 305181.7027239 Edm = 134932 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 304294.7141208 Edm = 24.9118 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 303942.0489782 Edm = 441.152 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 301355.4418355 Edm = 1355.43 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 300712.6658758 Edm = 401.45 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 299327.9533057 Edm = 18.8997 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 299309.6125491 Edm = 3.10738 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 299291.0084175 Edm = 3.35408 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 299267.0054899 Edm = 17.119 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 298812.250075 Edm = 139.537 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298292.4863717 Edm = 299.917 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 298051.7512478 Edm = 95.8991 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297931.9260466 Edm = 19.5377 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297921.2361212 Edm = 2.08648 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297919.1476583 Edm = 0.0362225 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297918.9811107 Edm = 0.113879 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297910.754528 Edm = 6.9571 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297746.80904 Edm = 1.30156 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297745.3888093 Edm = 0.088402 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297744.8496144 Edm = 0.679736 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297731.1526321 Edm = 12.8883 NCalls = 106 -VariableMetric: Iteration # 26 - FCN = 297520.200063 Edm = 90.919 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297388.5673942 Edm = 10.5385 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297361.0682273 Edm = 10.7749 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297353.1529991 Edm = 0.951835 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297351.9789309 Edm = 0.052332 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297351.8975867 Edm = 0.00617457 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297351.878716 Edm = 0.00989261 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297351.6515929 Edm = 0.18734 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297344.2130868 Edm = 6.52584 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297311.7414496 Edm = 5.65591 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297307.2727405 Edm = 0.335013 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297306.8528029 Edm = 0.00431012 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297306.8468775 Edm = 0.000753277 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297306.8275872 Edm = 0.0161168 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297304.4618494 Edm = 2.35844 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297301.8741613 Edm = 2.82373 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297301.0322612 Edm = 0.944674 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297296.1947592 Edm = 12.369 NCalls = 173 -VariableMetric: Iteration # 44 - FCN = 297296.1726158 Edm = 0.0289483 NCalls = 175 -VariableMetric: Iteration # 45 - FCN = 297295.3971372 Edm = 0.62566 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297291.9825594 Edm = 1.78499 NCalls = 183 -VariableMetric: Iteration # 47 - FCN = 297289.130184 Edm = 0.582112 NCalls = 185 -VariableMetric: Iteration # 48 - FCN = 297288.4263795 Edm = 1.86486 NCalls = 188 -VariableMetric: Iteration # 49 - FCN = 297287.7629227 Edm = 0.489081 NCalls = 190 -VariableMetric: Iteration # 50 - FCN = 297281.1048252 Edm = 6.05807 NCalls = 195 -VariableMetric: Iteration # 51 - FCN = 297267.8531804 Edm = 1.64044 NCalls = 199 -VariableMetric: Iteration # 52 - FCN = 297265.972068 Edm = 0.166103 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297265.7286884 Edm = 0.0460925 NCalls = 203 -VariableMetric: Iteration # 54 - FCN = 297265.6690601 Edm = 0.00241374 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297265.66463 Edm = 0.00207825 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297265.5963307 Edm = 0.0723737 NCalls = 212 -VariableMetric: Iteration # 57 - FCN = 297265.4792748 Edm = 0.110183 NCalls = 217 -VariableMetric: Iteration # 58 - FCN = 297253.1953385 Edm = 7.02765 NCalls = 224 -VariableMetric: Iteration # 59 - FCN = 297244.6354087 Edm = 4.58879 NCalls = 226 -VariableMetric: Iteration # 60 - FCN = 297242.4042279 Edm = 7.8135 NCalls = 228 -VariableMetric: Iteration # 61 - FCN = 297235.4363315 Edm = 4.52806 NCalls = 231 -VariableMetric: Iteration # 62 - FCN = 297232.7728146 Edm = 1.98951 NCalls = 233 -VariableMetric: Iteration # 63 - FCN = 297231.6075275 Edm = 0.256265 NCalls = 235 -VariableMetric: Iteration # 64 - FCN = 297231.4307922 Edm = 0.0124636 NCalls = 237 -VariableMetric: Iteration # 65 - FCN = 297231.4165552 Edm = 0.0022084 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297231.4135825 Edm = 0.000801835 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297231.4060668 Edm = 0.00688174 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297231.1985044 Edm = 0.215242 NCalls = 250 -VariableMetric: Iteration # 69 - FCN = 297231.1914148 Edm = 0.00659592 NCalls = 253 -VariableMetric: Iteration # 70 - FCN = 297230.2387144 Edm = 0.0551511 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297227.6594324 Edm = 0.686439 NCalls = 262 -VariableMetric: Iteration # 72 - FCN = 297226.9550351 Edm = 0.111153 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297226.8196496 Edm = 0.0204389 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297226.7912664 Edm = 0.0062843 NCalls = 269 -VariableMetric: Iteration # 75 - FCN = 297226.7862088 Edm = 0.00153092 NCalls = 271 -VariableMetric: Iteration # 76 - FCN = 297226.7844888 Edm = 0.000336973 NCalls = 273 -VariableMetric: Iteration # 77 - FCN = 297226.7741624 Edm = 0.00889001 NCalls = 277 -VariableMetric: Iteration # 78 - FCN = 297226.2077369 Edm = 0.471018 NCalls = 282 -VariableMetric: Iteration # 79 - FCN = 297222.8820549 Edm = 1.01043 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297221.931954 Edm = 0.313308 NCalls = 287 -VariableMetric: Iteration # 81 - FCN = 297221.7213407 Edm = 0.0210952 NCalls = 289 -VariableMetric: Iteration # 82 - FCN = 297221.6983923 Edm = 0.000605307 NCalls = 291 -VariableMetric: Iteration # 83 - FCN = 297221.6975851 Edm = 0.000120876 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297221.6971263 Edm = 0.000361614 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297221.6889756 Edm = 0.00669483 NCalls = 300 -VariableMetric: Iteration # 86 - FCN = 297220.661814 Edm = 0.508086 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297219.583879 Edm = 0.105694 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297219.4616092 Edm = 0.0205839 NCalls = 310 -VariableMetric: Iteration # 89 - FCN = 297219.4448691 Edm = 0.00314228 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297219.44151 Edm = 0.000227974 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297219.4411934 Edm = 8.34184e-05 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297219.4400812 Edm = 0.000961891 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297219.3757271 Edm = 0.054918 NCalls = 323 -VariableMetric: Iteration # 94 - FCN = 297218.2998452 Edm = 0.246097 NCalls = 328 -VariableMetric: Iteration # 95 - FCN = 297217.9794924 Edm = 0.0699254 NCalls = 330 -VariableMetric: Iteration # 96 - FCN = 297217.9344212 Edm = 0.0067852 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297217.9269202 Edm = 0.000201087 NCalls = 334 -VariableMetric: Iteration # 98 - FCN = 297217.9267076 Edm = 5.90682e-06 NCalls = 336 -VariableMetric: After Hessian - FCN = 297217.9267076 Edm = 0.456043 NCalls = 819 -VariableMetric: Iteration # 99 - FCN = 297217.9267076 Edm = 0.456043 NCalls = 819 -VariableMetric: Iteration # 100 - FCN = 297217.4898242 Edm = 2.48303 NCalls = 821 -VariableMetric: Iteration # 101 - FCN = 297217.3515002 Edm = 0.180648 NCalls = 823 -VariableMetric: Iteration # 102 - FCN = 297217.1316159 Edm = 0.305815 NCalls = 828 -VariableMetric: Iteration # 103 - FCN = 297216.6859051 Edm = 3.97567 NCalls = 833 -VariableMetric: Iteration # 104 - FCN = 297215.7538303 Edm = 6.35933 NCalls = 839 -VariableMetric: Iteration # 105 - FCN = 297215.5282046 Edm = 0.614992 NCalls = 842 -VariableMetric: Iteration # 106 - FCN = 297214.4868507 Edm = 1.87071 NCalls = 847 -VariableMetric: Iteration # 107 - FCN = 297214.0147308 Edm = 0.991805 NCalls = 851 -VariableMetric: Iteration # 108 - FCN = 297212.3432093 Edm = 4.40632 NCalls = 857 -VariableMetric: Iteration # 109 - FCN = 297210.4431146 Edm = 0.387472 NCalls = 862 -VariableMetric: Iteration # 110 - FCN = 297209.9334486 Edm = 0.179835 NCalls = 865 -VariableMetric: Iteration # 111 - FCN = 297209.8475487 Edm = 0.0996879 NCalls = 867 -VariableMetric: Iteration # 112 - FCN = 297209.7804993 Edm = 0.0328867 NCalls = 869 -VariableMetric: Iteration # 113 - FCN = 297209.7406851 Edm = 0.0131109 NCalls = 872 -VariableMetric: Iteration # 114 - FCN = 297209.7170451 Edm = 0.015314 NCalls = 874 -VariableMetric: Iteration # 115 - FCN = 297209.6586097 Edm = 0.0404049 NCalls = 878 -VariableMetric: Iteration # 116 - FCN = 297209.642063 Edm = 0.0216341 NCalls = 881 -VariableMetric: Iteration # 117 - FCN = 297209.6040743 Edm = 0.0109747 NCalls = 885 -VariableMetric: Iteration # 118 - FCN = 297209.5943255 Edm = 0.00140179 NCalls = 887 -VariableMetric: Iteration # 119 - FCN = 297209.5927329 Edm = 0.000647283 NCalls = 889 -VariableMetric: Iteration # 120 - FCN = 297209.5916864 Edm = 0.000593953 NCalls = 891 -VariableMetric: Iteration # 121 - FCN = 297209.5903912 Edm = 0.000409028 NCalls = 893 -VariableMetric: Iteration # 122 - FCN = 297209.589808 Edm = 9.7996e-05 NCalls = 895 -VariableMetric: Iteration # 123 - FCN = 297209.5896924 Edm = 3.07611e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297209.5896924 Edm = 0.000143375 NCalls = 1388 -VariableMetric: Iteration # 124 - FCN = 297209.5896924 Edm = 0.000143375 NCalls = 1388 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324659.7439316 Edm = 385.427 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324659.7439316 Edm = 385.427 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299017.2425527 Edm = 54.3532 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298408.9576065 Edm = 158.575 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298344.373967 Edm = 1.90289 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298261.315357 Edm = 72.5775 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297855.5092319 Edm = 11.3694 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297841.4321202 Edm = 2.38994 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297838.4663884 Edm = 0.634388 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297822.0484592 Edm = 14.664 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297614.8571471 Edm = 11.2655 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297597.9865445 Edm = 0.211648 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297597.5913079 Edm = 0.165373 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297579.7848576 Edm = 20.2038 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297573.1617899 Edm = 6.18038 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297570.8674166 Edm = 1.75208 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297363.9608262 Edm = 36.4318 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297289.5327448 Edm = 7.75678 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297282.6537891 Edm = 0.993169 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297281.9404395 Edm = 0.00896628 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297281.90276 Edm = 0.0294566 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297270.7542333 Edm = 1.88172 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297230.4040418 Edm = 11.6838 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297206.3995194 Edm = 0.450519 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297205.7949148 Edm = 0.00733054 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297205.7819672 Edm = 0.00536915 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297205.5199073 Edm = 0.301501 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297195.7856533 Edm = 0.139308 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297165.4401596 Edm = 1.19534 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297163.795298 Edm = 0.253615 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297163.2556229 Edm = 0.0764139 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297163.1254729 Edm = 0.00871793 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297163.1047746 Edm = 0.00224555 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297163.0980561 Edm = 0.00229442 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297162.6021687 Edm = 0.515045 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297162.5838502 Edm = 0.0533156 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297162.4581368 Edm = 0.0552145 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297162.3553898 Edm = 0.00276077 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297162.3284422 Edm = 0.020235 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297161.7558029 Edm = 0.475313 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297151.9979076 Edm = 7.29384 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297145.8389517 Edm = 2.24657 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297143.7215171 Edm = 0.0896372 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297143.6261563 Edm = 0.00584954 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297143.620143 Edm = 0.000980915 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297143.6176252 Edm = 0.00128731 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297143.4965546 Edm = 0.126287 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297142.3087995 Edm = 1.07213 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297136.3262595 Edm = 0.995193 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297135.5906839 Edm = 0.37798 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297135.2174511 Edm = 0.0667645 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297135.1245986 Edm = 0.0135684 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297135.1106732 Edm = 0.00101716 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297135.1092494 Edm = 0.000366683 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297135.099493 Edm = 0.00927709 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297134.5418996 Edm = 0.704489 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297131.2713508 Edm = 2.55655 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297125.3929944 Edm = 0.705802 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297125.0105069 Edm = 0.0915839 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297124.8998009 Edm = 0.0225144 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297124.8616341 Edm = 0.00455315 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297124.8568386 Edm = 0.00045193 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297124.8560547 Edm = 0.000519277 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297124.8275805 Edm = 0.0380248 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297124.8225297 Edm = 0.0048769 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297124.5205658 Edm = 0.150909 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297121.6470351 Edm = 2.53588 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297112.2970829 Edm = 4.60051 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297109.1489539 Edm = 3.91396 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297107.2158861 Edm = 1.03975 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297105.6987341 Edm = 1.37082 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297104.8161005 Edm = 1.18635 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297103.371849 Edm = 1.55545 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297102.6597194 Edm = 2.07448 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297102.1979942 Edm = 0.189439 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297101.9663517 Edm = 0.0424859 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297101.9144045 Edm = 0.013406 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297101.9041571 Edm = 0.00326132 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297101.9016364 Edm = 0.000328328 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297101.9004164 Edm = 0.00083858 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297101.8726024 Edm = 0.0262136 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297100.7461814 Edm = 0.844762 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297098.4103079 Edm = 0.547553 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297098.1409121 Edm = 0.0508994 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297098.0841033 Edm = 0.00554153 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297098.0783483 Edm = 0.000275232 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297098.0779768 Edm = 7.21712e-05 NCalls = 272 -VariableMetric: After Hessian - FCN = 297098.0779768 Edm = 2.5885 NCalls = 749 -VariableMetric: Iteration # 86 - FCN = 297098.0779768 Edm = 2.5885 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297095.6983893 Edm = 10.9444 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297094.5023649 Edm = 0.619403 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297094.2439921 Edm = 0.213916 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297094.1531666 Edm = 0.181888 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297094.0211843 Edm = 0.0380347 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297093.9399298 Edm = 0.0602356 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297087.2160181 Edm = 3.61063 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297087.0059173 Edm = 37003.6 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297086.7159603 Edm = 7916.54 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297086.1805916 Edm = 3632.95 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297086.0468861 Edm = 872.879 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297085.5540857 Edm = 384.563 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297085.5003052 Edm = 1466.88 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297085.2819288 Edm = 452.142 NCalls = 806 -VariableMetric: Iteration # 101 - FCN = 297084.1428322 Edm = 329.634 NCalls = 809 -VariableMetric: Iteration # 102 - FCN = 297083.2138078 Edm = 472.083 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297082.1198712 Edm = 113.82 NCalls = 815 -VariableMetric: Iteration # 104 - FCN = 297081.8902665 Edm = 41.5312 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297081.533433 Edm = 59.7031 NCalls = 821 -VariableMetric: Iteration # 106 - FCN = 297081.0592452 Edm = 3.80989 NCalls = 824 -VariableMetric: Iteration # 107 - FCN = 297080.9278159 Edm = 2.35797 NCalls = 826 -VariableMetric: Iteration # 108 - FCN = 297080.8284082 Edm = 1.87527 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297080.7513556 Edm = 3.08318 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297080.5760633 Edm = 2.18542 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297080.4640219 Edm = 1.5573 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297080.407979 Edm = 0.288483 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297080.3962372 Edm = 0.040986 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297080.3901158 Edm = 0.0703743 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297080.380346 Edm = 0.0894244 NCalls = 842 -VariableMetric: Iteration # 116 - FCN = 297080.3755377 Edm = 0.00773215 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297080.3736327 Edm = 0.00475023 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297080.3547536 Edm = 0.0392374 NCalls = 850 -VariableMetric: Iteration # 119 - FCN = 297080.3260556 Edm = 0.0907898 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297080.314682 Edm = 0.0300768 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297080.2472442 Edm = 0.0793753 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297080.1573935 Edm = 0.019524 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297080.1422521 Edm = 0.00210661 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297080.1408679 Edm = 0.000118534 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297080.1407513 Edm = 1.21273e-05 NCalls = 874 -VariableMetric: After Hessian - FCN = 297080.1407513 Edm = 0.00378416 NCalls = 1361 -VariableMetric: Iteration # 126 - FCN = 297080.1407513 Edm = 0.00378416 NCalls = 1361 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312075.1063965 Edm = 19.1262 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312075.1063965 Edm = 19.1262 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301165.262189 Edm = 3.19624 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301158.0484816 Edm = 9.18132 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299198.0836138 Edm = 3.40659 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299104.3216503 Edm = 3.58801 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299097.0393442 Edm = 9.13382 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299034.6666651 Edm = 47.9502 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297911.2581239 Edm = 2.82322 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297906.6272366 Edm = 6.30879 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297888.6492637 Edm = 7.52162 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297883.3977403 Edm = 0.4286 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297853.3749259 Edm = 21.6103 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297769.467101 Edm = 91.3092 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297690.2284117 Edm = 42.1655 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297630.0347472 Edm = 13.4501 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297617.6404438 Edm = 2.36308 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297612.4598377 Edm = 0.85069 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297611.2248048 Edm = 0.245413 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297611.0046532 Edm = 0.120268 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297610.6596682 Edm = 0.130106 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297609.5165405 Edm = 0.708285 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297578.8477335 Edm = 28.0493 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297577.4952549 Edm = 2.75718 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297572.0831571 Edm = 5.05593 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297528.3754884 Edm = 2.04733 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297525.6945765 Edm = 3.1051 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297523.5629053 Edm = 1.01106 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297515.8621512 Edm = 5.15974 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297509.978183 Edm = 3.24901 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297506.9008153 Edm = 0.130688 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297506.5182736 Edm = 0.25994 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297506.2617156 Edm = 0.163601 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297506.050986 Edm = 0.0580309 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297505.7000177 Edm = 0.247307 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297499.0479127 Edm = 6.71764 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297490.2651702 Edm = 39.6625 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297453.8223057 Edm = 55.625 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297425.3123783 Edm = 41.0328 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297417.6405132 Edm = 19.7701 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297399.2152675 Edm = 1.62218 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297396.2841 Edm = 0.660257 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297394.3776394 Edm = 1.02987 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297391.5502779 Edm = 10.0769 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297388.2833516 Edm = 4.28629 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297384.3311941 Edm = 2.56685 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297381.1302762 Edm = 0.508546 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297379.9875414 Edm = 0.958763 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297378.492838 Edm = 1.07643 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297377.5999558 Edm = 0.44941 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297377.3444858 Edm = 0.0212924 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297377.3216259 Edm = 0.00430423 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297377.2795903 Edm = 0.0433313 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297376.0358533 Edm = 1.03302 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297351.8051435 Edm = 3.2016 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297348.6148019 Edm = 0.260601 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297348.3053725 Edm = 0.0174931 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297348.2867937 Edm = 0.00179246 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297348.2821023 Edm = 0.00315057 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297348.1014764 Edm = 0.127784 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297342.0622266 Edm = 2.53805 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297336.8803565 Edm = 0.866569 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297336.0378729 Edm = 0.448408 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297335.8544987 Edm = 0.208489 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297335.5840108 Edm = 0.0608329 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297335.4704964 Edm = 0.0355681 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297335.325708 Edm = 0.00949979 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297335.3131415 Edm = 0.00169144 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297335.311271 Edm = 0.0015642 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297335.294254 Edm = 0.0151658 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297334.7847644 Edm = 0.361008 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297333.2568723 Edm = 1.35259 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297328.4934675 Edm = 1.43821 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297324.9872757 Edm = 0.487994 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297324.7243721 Edm = 0.224369 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297324.3685509 Edm = 0.0762594 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297324.266507 Edm = 0.0413799 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297324.2055694 Edm = 0.0150705 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297324.1853627 Edm = 0.0048791 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297324.180861 Edm = 0.00055905 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297324.1792286 Edm = 0.000848721 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297324.1405058 Edm = 0.0391086 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297323.7915108 Edm = 0.326286 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297323.7879288 Edm = 0.00224869 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297322.6142828 Edm = 1.0008 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297316.040173 Edm = 1.77298 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297314.1483775 Edm = 0.252977 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297313.9959831 Edm = 0.0754863 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297313.9239587 Edm = 0.0163635 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297313.9027802 Edm = 0.00513389 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297313.8969877 Edm = 0.00200844 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297313.8908121 Edm = 0.00186322 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297313.8806479 Edm = 0.0104028 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297313.1261582 Edm = 0.699394 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297306.2404833 Edm = 0.610262 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297305.7022526 Edm = 0.142824 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297305.5720016 Edm = 0.0175295 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297305.5516796 Edm = 0.00125986 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297305.5501503 Edm = 0.000446835 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297305.5473783 Edm = 0.0026712 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297305.3259163 Edm = 0.249268 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297305.3247814 Edm = 0.000682573 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297305.2060778 Edm = 0.152194 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297305.2045257 Edm = 0.00124807 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297304.9910466 Edm = 0.241277 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297304.7856593 Edm = 0.18682 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297302.0821908 Edm = 0.564614 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297301.6728035 Edm = 0.0965608 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297301.5626145 Edm = 0.0180529 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297301.5378554 Edm = 0.00187331 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297301.5344975 Edm = 0.00110033 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297301.5319704 Edm = 0.00212734 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297301.5189684 Edm = 0.0139433 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297301.1460489 Edm = 0.360575 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297299.4623219 Edm = 0.261608 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297299.3026404 Edm = 0.0400808 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297299.2722704 Edm = 0.00200859 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297299.2702991 Edm = 0.000214671 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297299.2698627 Edm = 0.0001109 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297299.2693287 Edm = 0.000279455 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297299.2667799 Edm = 0.00166719 NCalls = 385 -VariableMetric: Iteration # 120 - FCN = 297299.2124912 Edm = 0.0495482 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297297.7131047 Edm = 0.396645 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297297.2220378 Edm = 0.00502717 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297297.2179964 Edm = 0.000299574 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297297.2177114 Edm = 6.16038e-05 NCalls = 398 -VariableMetric: After Hessian - FCN = 297297.2177114 Edm = 10.8879 NCalls = 875 -VariableMetric: Iteration # 125 - FCN = 297297.2177114 Edm = 10.8879 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297292.238217 Edm = 2.90209 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297290.0529313 Edm = 0.219168 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297289.8702944 Edm = 0.0901196 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297289.7403278 Edm = 0.0205156 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297289.7131432 Edm = 0.0147546 NCalls = 885 -VariableMetric: Iteration # 131 - FCN = 297289.6990658 Edm = 0.00455484 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297289.691188 Edm = 0.00124559 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297289.6890565 Edm = 0.000105661 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297289.6889194 Edm = 4.90502e-06 NCalls = 893 -VariableMetric: After Hessian - FCN = 297289.6889194 Edm = 7.34536e-06 NCalls = 1382 -VariableMetric: Iteration # 135 - FCN = 297289.6889194 Edm = 7.34536e-06 NCalls = 1382 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316160.7320871 Edm = 23.3765 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316160.7320871 Edm = 23.3765 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303340.2575434 Edm = 96.3138 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303340.2575434 Edm = 96.3138 NCalls = 23 -VariableMetric: After Hessian - FCN = 303340.2575434 Edm = 3.95302e+06 NCalls = 494 -VariableMetric: Iteration # 3 - FCN = 303340.2575434 Edm = 3.95302e+06 NCalls = 494 -VariableMetric: Iteration # 4 - FCN = 299288.2796056 Edm = 1.61718e+08 NCalls = 503 -VariableMetric: Iteration # 5 - FCN = 298761.6463505 Edm = 2.67927e+06 NCalls = 508 -VariableMetric: Iteration # 6 - FCN = 298544.8445104 Edm = 5799.9 NCalls = 518 -VariableMetric: Iteration # 7 - FCN = 298538.529176 Edm = 1613.83 NCalls = 523 -VariableMetric: Iteration # 8 - FCN = 298513.8400992 Edm = 14.5316 NCalls = 525 -VariableMetric: Iteration # 9 - FCN = 297933.3110166 Edm = 42.5773 NCalls = 530 -VariableMetric: Iteration # 10 - FCN = 297890.3624262 Edm = 21.3225 NCalls = 532 -VariableMetric: Iteration # 11 - FCN = 297878.4972911 Edm = 1.91771 NCalls = 534 -VariableMetric: Iteration # 12 - FCN = 297649.6854276 Edm = 26.0132 NCalls = 540 -VariableMetric: Iteration # 13 - FCN = 297622.9444112 Edm = 0.17328 NCalls = 542 -VariableMetric: Iteration # 14 - FCN = 297622.3393509 Edm = 0.430079 NCalls = 544 -VariableMetric: Iteration # 15 - FCN = 297615.0383562 Edm = 6.48431 NCalls = 549 -VariableMetric: Iteration # 16 - FCN = 297492.9160355 Edm = 10.618 NCalls = 553 -VariableMetric: Iteration # 17 - FCN = 297476.3311724 Edm = 0.671877 NCalls = 556 -VariableMetric: Iteration # 18 - FCN = 297475.5547639 Edm = 0.120137 NCalls = 558 -VariableMetric: Iteration # 19 - FCN = 297474.4023779 Edm = 1.04325 NCalls = 561 -VariableMetric: Iteration # 20 - FCN = 297421.8216033 Edm = 26.9897 NCalls = 568 -VariableMetric: Iteration # 21 - FCN = 297365.9244587 Edm = 7.63497 NCalls = 571 -VariableMetric: Iteration # 22 - FCN = 297359.7401714 Edm = 0.327346 NCalls = 573 -VariableMetric: Iteration # 23 - FCN = 297359.3599847 Edm = 0.0359913 NCalls = 575 -VariableMetric: Iteration # 24 - FCN = 297359.3090564 Edm = 0.0245334 NCalls = 577 -VariableMetric: Iteration # 25 - FCN = 297358.1290779 Edm = 1.1536 NCalls = 582 -VariableMetric: Iteration # 26 - FCN = 297325.5847431 Edm = 1.83074 NCalls = 586 -VariableMetric: Iteration # 27 - FCN = 297323.440433 Edm = 0.0685757 NCalls = 588 -VariableMetric: Iteration # 28 - FCN = 297323.3474407 Edm = 0.00678442 NCalls = 590 -VariableMetric: Iteration # 29 - FCN = 297323.3363818 Edm = 0.00459854 NCalls = 592 -VariableMetric: Iteration # 30 - FCN = 297322.724983 Edm = 0.583216 NCalls = 598 -VariableMetric: Iteration # 31 - FCN = 297287.3949176 Edm = 5.2229 NCalls = 604 -VariableMetric: Iteration # 32 - FCN = 297282.239585 Edm = 0.210469 NCalls = 605 -VariableMetric: Iteration # 33 - FCN = 297282.0643323 Edm = 0.00760257 NCalls = 607 -VariableMetric: Iteration # 34 - FCN = 297282.0522535 Edm = 0.00398456 NCalls = 609 -VariableMetric: Iteration # 35 - FCN = 297282.0249703 Edm = 0.0227557 NCalls = 612 -VariableMetric: Iteration # 36 - FCN = 297281.8550467 Edm = 0.175013 NCalls = 615 -VariableMetric: Iteration # 37 - FCN = 297279.5523073 Edm = 2.181 NCalls = 620 -VariableMetric: Iteration # 38 - FCN = 297251.3791403 Edm = 5.01768 NCalls = 624 -VariableMetric: Iteration # 39 - FCN = 297248.0690432 Edm = 0.259736 NCalls = 626 -VariableMetric: Iteration # 40 - FCN = 297247.8219479 Edm = 0.0110991 NCalls = 627 -VariableMetric: Iteration # 41 - FCN = 297247.8104727 Edm = 0.00270353 NCalls = 629 -VariableMetric: Iteration # 42 - FCN = 297247.8044907 Edm = 0.00379693 NCalls = 631 -VariableMetric: Iteration # 43 - FCN = 297247.7268318 Edm = 0.0603982 NCalls = 635 -VariableMetric: Iteration # 44 - FCN = 297245.5672766 Edm = 1.74811 NCalls = 639 -VariableMetric: Iteration # 45 - FCN = 297231.0378563 Edm = 0.876793 NCalls = 642 -VariableMetric: Iteration # 46 - FCN = 297230.2861471 Edm = 0.121733 NCalls = 644 -VariableMetric: Iteration # 47 - FCN = 297230.1819342 Edm = 0.00227203 NCalls = 645 -VariableMetric: Iteration # 48 - FCN = 297230.176495 Edm = 0.00189685 NCalls = 647 -VariableMetric: Iteration # 49 - FCN = 297230.1714032 Edm = 0.000806257 NCalls = 649 -VariableMetric: Iteration # 50 - FCN = 297230.1646057 Edm = 0.00574932 NCalls = 652 -VariableMetric: Iteration # 51 - FCN = 297229.9068256 Edm = 0.24133 NCalls = 656 -VariableMetric: Iteration # 52 - FCN = 297225.5560628 Edm = 6.0564 NCalls = 660 -VariableMetric: Iteration # 53 - FCN = 297215.7783703 Edm = 0.66817 NCalls = 665 -VariableMetric: Iteration # 54 - FCN = 297215.132016 Edm = 0.108345 NCalls = 666 -VariableMetric: Iteration # 55 - FCN = 297215.0602944 Edm = 0.0187538 NCalls = 668 -VariableMetric: Iteration # 56 - FCN = 297215.0212619 Edm = 0.00717407 NCalls = 670 -VariableMetric: Iteration # 57 - FCN = 297215.0131243 Edm = 0.00150696 NCalls = 671 -VariableMetric: Iteration # 58 - FCN = 297215.0117092 Edm = 0.0001558 NCalls = 673 -VariableMetric: Iteration # 59 - FCN = 297215.0104896 Edm = 0.000971879 NCalls = 676 -VariableMetric: Iteration # 60 - FCN = 297214.9675916 Edm = 0.023707 NCalls = 680 -VariableMetric: Iteration # 61 - FCN = 297214.850274 Edm = 0.0819497 NCalls = 682 -VariableMetric: Iteration # 62 - FCN = 297214.0746918 Edm = 0.888789 NCalls = 686 -VariableMetric: Iteration # 63 - FCN = 297208.0714876 Edm = 10.4401 NCalls = 696 -VariableMetric: Iteration # 64 - FCN = 297207.9798386 Edm = 0.165593 NCalls = 698 -VariableMetric: Iteration # 65 - FCN = 297207.0171456 Edm = 1.06987 NCalls = 702 -VariableMetric: Iteration # 66 - FCN = 297204.5030179 Edm = 1.00237 NCalls = 706 -VariableMetric: Iteration # 67 - FCN = 297203.391706 Edm = 0.316874 NCalls = 708 -VariableMetric: Iteration # 68 - FCN = 297203.1098596 Edm = 0.0393711 NCalls = 711 -VariableMetric: Iteration # 69 - FCN = 297203.0856351 Edm = 0.00550683 NCalls = 713 -VariableMetric: Iteration # 70 - FCN = 297203.0805678 Edm = 0.000472299 NCalls = 715 -VariableMetric: Iteration # 71 - FCN = 297203.0801386 Edm = 8.71429e-05 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297203.079586 Edm = 0.000585148 NCalls = 719 -VariableMetric: Iteration # 73 - FCN = 297203.0641538 Edm = 0.0159986 NCalls = 725 -VariableMetric: Iteration # 74 - FCN = 297202.9498193 Edm = 0.0109835 NCalls = 732 -VariableMetric: Iteration # 75 - FCN = 297202.0770422 Edm = 0.338438 NCalls = 735 -VariableMetric: Iteration # 76 - FCN = 297201.0945054 Edm = 0.102822 NCalls = 737 -VariableMetric: Iteration # 77 - FCN = 297201.0026388 Edm = 0.00124976 NCalls = 739 -VariableMetric: Iteration # 78 - FCN = 297201.0015516 Edm = 8.94467e-05 NCalls = 741 -VariableMetric: Iteration # 79 - FCN = 297201.0013727 Edm = 0.000121253 NCalls = 743 -VariableMetric: Iteration # 80 - FCN = 297200.9983174 Edm = 0.00340063 NCalls = 748 -VariableMetric: Iteration # 81 - FCN = 297200.9379202 Edm = 0.0370497 NCalls = 755 -VariableMetric: Iteration # 82 - FCN = 297200.9335609 Edm = 5.52674e-05 NCalls = 757 -VariableMetric: After Hessian - FCN = 297200.9335609 Edm = 1334.92 NCalls = 1232 -VariableMetric: Iteration # 83 - FCN = 297200.9335609 Edm = 1334.92 NCalls = 1232 -VariableMetric: Iteration # 84 - FCN = 297200.2386188 Edm = 1651.71 NCalls = 1241 -VariableMetric: Iteration # 85 - FCN = 297200.1791565 Edm = 19543.1 NCalls = 1247 -VariableMetric: Iteration # 86 - FCN = 297200.1626562 Edm = 16211.6 NCalls = 1253 -VariableMetric: Iteration # 87 - FCN = 297199.7525854 Edm = 177182 NCalls = 1257 -VariableMetric: Iteration # 88 - FCN = 297199.4852202 Edm = 2324.93 NCalls = 1262 -VariableMetric: Iteration # 89 - FCN = 297199.3387602 Edm = 2051.9 NCalls = 1266 -VariableMetric: Iteration # 90 - FCN = 297199.0352024 Edm = 3137.07 NCalls = 1270 -VariableMetric: Iteration # 91 - FCN = 297198.4880669 Edm = 3220.46 NCalls = 1274 -VariableMetric: Iteration # 92 - FCN = 297197.9386153 Edm = 1414.08 NCalls = 1278 -VariableMetric: Iteration # 93 - FCN = 297196.7996698 Edm = 1552.69 NCalls = 1281 -VariableMetric: Iteration # 94 - FCN = 297195.484533 Edm = 5087.01 NCalls = 1284 -VariableMetric: Iteration # 95 - FCN = 297194.9843674 Edm = 1340.13 NCalls = 1287 -VariableMetric: Iteration # 96 - FCN = 297194.8345386 Edm = 222.666 NCalls = 1291 -VariableMetric: Iteration # 97 - FCN = 297194.4891389 Edm = 52.9188 NCalls = 1294 -VariableMetric: Iteration # 98 - FCN = 297194.3503158 Edm = 39.9873 NCalls = 1297 -VariableMetric: Iteration # 99 - FCN = 297194.1581322 Edm = 16.2295 NCalls = 1300 -VariableMetric: Iteration # 100 - FCN = 297193.960117 Edm = 14.9135 NCalls = 1303 -VariableMetric: Iteration # 101 - FCN = 297193.4904498 Edm = 20.5894 NCalls = 1305 -VariableMetric: Iteration # 102 - FCN = 297192.4765251 Edm = 35.9066 NCalls = 1307 -VariableMetric: Iteration # 103 - FCN = 297191.6505825 Edm = 3.52157 NCalls = 1309 -VariableMetric: Iteration # 104 - FCN = 297191.459139 Edm = 8.541 NCalls = 1311 -VariableMetric: Iteration # 105 - FCN = 297191.4110054 Edm = 12.8871 NCalls = 1313 -VariableMetric: Iteration # 106 - FCN = 297191.1109081 Edm = 3.56829 NCalls = 1315 -VariableMetric: Iteration # 107 - FCN = 297190.6208567 Edm = 3.77672 NCalls = 1317 -VariableMetric: Iteration # 108 - FCN = 297190.5318601 Edm = 1.28872 NCalls = 1319 -VariableMetric: Iteration # 109 - FCN = 297189.9831048 Edm = 0.396452 NCalls = 1321 -VariableMetric: Iteration # 110 - FCN = 297189.7825808 Edm = 0.21621 NCalls = 1324 -VariableMetric: Iteration # 111 - FCN = 297189.4889628 Edm = 0.0841548 NCalls = 1326 -VariableMetric: Iteration # 112 - FCN = 297189.3945908 Edm = 0.0254404 NCalls = 1328 -VariableMetric: Iteration # 113 - FCN = 297189.3758747 Edm = 0.00508102 NCalls = 1330 -VariableMetric: Iteration # 114 - FCN = 297189.3713884 Edm = 0.000829085 NCalls = 1332 -VariableMetric: Iteration # 115 - FCN = 297189.3706593 Edm = 0.000151749 NCalls = 1334 -VariableMetric: Iteration # 116 - FCN = 297189.370458 Edm = 4.04214e-05 NCalls = 1336 -VariableMetric: After Hessian - FCN = 297189.370458 Edm = 7.48903e-05 NCalls = 1819 -VariableMetric: Iteration # 117 - FCN = 297189.370458 Edm = 7.48903e-05 NCalls = 1819 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 348179.0114873 Edm = 46168.9 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 348179.0114873 Edm = 46168.9 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307957.758365 Edm = 18.4129 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299802.4695263 Edm = 8.59052 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 299672.5072805 Edm = 550.431 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 299454.1859531 Edm = 22.9145 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299444.1066265 Edm = 1.19361 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299079.2029333 Edm = 857.182 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 299077.4710518 Edm = 10.2581 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298081.8235379 Edm = 15.044 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 298067.6617356 Edm = 1.91035 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 298063.1271319 Edm = 0.234566 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298041.0800797 Edm = 17.028 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 297959.6902233 Edm = 6.99783 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297952.8674869 Edm = 0.235502 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297951.3550002 Edm = 1.37527 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297885.4915036 Edm = 25.8968 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297849.7610235 Edm = 3.70628 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297843.6080504 Edm = 6.19562 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297829.8891214 Edm = 2.83193 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297826.2828731 Edm = 1.70559 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297824.9503405 Edm = 0.208907 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297824.7520701 Edm = 0.015323 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297824.7060476 Edm = 0.017207 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297822.7736023 Edm = 2.58654 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297822.5945028 Edm = 0.193842 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297822.0310015 Edm = 0.568212 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297810.4596033 Edm = 13.4266 NCalls = 112 -VariableMetric: Iteration # 27 - FCN = 297810.3164771 Edm = 0.186596 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297797.6421065 Edm = 9.54127 NCalls = 124 -VariableMetric: Iteration # 29 - FCN = 297797.6123824 Edm = 0.0424268 NCalls = 126 -VariableMetric: Iteration # 30 - FCN = 297766.9635541 Edm = 5.6515 NCalls = 133 -VariableMetric: Iteration # 31 - FCN = 297611.9157466 Edm = 36.5207 NCalls = 136 -VariableMetric: Iteration # 32 - FCN = 297570.8532265 Edm = 22.6161 NCalls = 138 -VariableMetric: Iteration # 33 - FCN = 297555.1093914 Edm = 2.27171 NCalls = 140 -VariableMetric: Iteration # 34 - FCN = 297534.7412389 Edm = 8.49821 NCalls = 143 -VariableMetric: Iteration # 35 - FCN = 297517.0499004 Edm = 1.22788 NCalls = 146 -VariableMetric: Iteration # 36 - FCN = 297515.9990685 Edm = 0.0249653 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297515.9680442 Edm = 0.0068458 NCalls = 150 -VariableMetric: Iteration # 38 - FCN = 297515.8688478 Edm = 0.0901053 NCalls = 153 -VariableMetric: Iteration # 39 - FCN = 297508.8995085 Edm = 6.01086 NCalls = 159 -VariableMetric: Iteration # 40 - FCN = 297485.0862044 Edm = 2.88032 NCalls = 161 -VariableMetric: Iteration # 41 - FCN = 297482.1329257 Edm = 0.0527193 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297482.0840821 Edm = 0.00206776 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297482.0769336 Edm = 0.00522408 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297481.5132554 Edm = 0.592305 NCalls = 171 -VariableMetric: Iteration # 45 - FCN = 297481.4723893 Edm = 0.0384513 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297467.1968747 Edm = 8.25472 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297450.1507684 Edm = 5.91686 NCalls = 185 -VariableMetric: Iteration # 48 - FCN = 297447.4499038 Edm = 0.613272 NCalls = 187 -VariableMetric: Iteration # 49 - FCN = 297445.3503579 Edm = 0.585871 NCalls = 191 -VariableMetric: Iteration # 50 - FCN = 297443.8741128 Edm = 0.344346 NCalls = 194 -VariableMetric: Iteration # 51 - FCN = 297443.3821798 Edm = 0.142867 NCalls = 197 -VariableMetric: Iteration # 52 - FCN = 297443.340048 Edm = 0.0190877 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297443.3172697 Edm = 0.00252847 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297443.3056333 Edm = 0.0104077 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297443.0663058 Edm = 0.235831 NCalls = 208 -VariableMetric: Iteration # 56 - FCN = 297432.3854105 Edm = 5.86506 NCalls = 214 -VariableMetric: Iteration # 57 - FCN = 297427.2581106 Edm = 0.978446 NCalls = 216 -VariableMetric: Iteration # 58 - FCN = 297426.3850203 Edm = 0.0199436 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297426.3620568 Edm = 0.00163319 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297426.3474839 Edm = 0.0107103 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297426.2183211 Edm = 0.1138 NCalls = 226 -VariableMetric: Iteration # 62 - FCN = 297426.0035273 Edm = 0.655558 NCalls = 232 -VariableMetric: Iteration # 63 - FCN = 297425.78326 Edm = 0.783465 NCalls = 237 -VariableMetric: Iteration # 64 - FCN = 297425.676272 Edm = 0.201481 NCalls = 241 -VariableMetric: Iteration # 65 - FCN = 297425.1181031 Edm = 0.500947 NCalls = 246 -VariableMetric: Iteration # 66 - FCN = 297423.2203484 Edm = 0.49573 NCalls = 250 -VariableMetric: Iteration # 67 - FCN = 297422.7883275 Edm = 0.753897 NCalls = 252 -VariableMetric: Iteration # 68 - FCN = 297422.3185649 Edm = 0.0318139 NCalls = 254 -VariableMetric: Iteration # 69 - FCN = 297422.2799181 Edm = 0.00605216 NCalls = 256 -VariableMetric: Iteration # 70 - FCN = 297422.2397634 Edm = 0.0331824 NCalls = 259 -VariableMetric: Iteration # 71 - FCN = 297420.2129888 Edm = 2.19297 NCalls = 264 -VariableMetric: Iteration # 72 - FCN = 297420.0159575 Edm = 0.170311 NCalls = 266 -VariableMetric: Iteration # 73 - FCN = 297415.3224002 Edm = 3.15113 NCalls = 272 -VariableMetric: Iteration # 74 - FCN = 297410.4901922 Edm = 10.604 NCalls = 276 -VariableMetric: Iteration # 75 - FCN = 297407.2951006 Edm = 0.675422 NCalls = 279 -VariableMetric: Iteration # 76 - FCN = 297405.9367861 Edm = 0.85607 NCalls = 282 -VariableMetric: Iteration # 77 - FCN = 297404.3529548 Edm = 2.27318 NCalls = 284 -VariableMetric: Iteration # 78 - FCN = 297401.4249745 Edm = 0.472226 NCalls = 288 -VariableMetric: Iteration # 79 - FCN = 297400.5947159 Edm = 0.163955 NCalls = 290 -VariableMetric: Iteration # 80 - FCN = 297400.0382888 Edm = 0.773465 NCalls = 292 -VariableMetric: Iteration # 81 - FCN = 297399.8583182 Edm = 0.305681 NCalls = 294 -VariableMetric: Iteration # 82 - FCN = 297398.6212762 Edm = 0.739694 NCalls = 299 -VariableMetric: Iteration # 83 - FCN = 297398.5233346 Edm = 0.213839 NCalls = 301 -VariableMetric: Iteration # 84 - FCN = 297397.9089682 Edm = 0.587465 NCalls = 303 -VariableMetric: Iteration # 85 - FCN = 297393.9099785 Edm = 6.81102 NCalls = 308 -VariableMetric: Iteration # 86 - FCN = 297392.7531751 Edm = 1.18408 NCalls = 311 -VariableMetric: Iteration # 87 - FCN = 297390.5796371 Edm = 1.33131 NCalls = 315 -VariableMetric: Iteration # 88 - FCN = 297387.8726553 Edm = 0.297966 NCalls = 318 -VariableMetric: Iteration # 89 - FCN = 297387.6714133 Edm = 0.0190262 NCalls = 320 -VariableMetric: Iteration # 90 - FCN = 297387.6449838 Edm = 0.00353902 NCalls = 322 -VariableMetric: Iteration # 91 - FCN = 297387.6398642 Edm = 0.00209521 NCalls = 324 -VariableMetric: Iteration # 92 - FCN = 297387.6168392 Edm = 0.0169376 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297387.3804985 Edm = 0.247915 NCalls = 331 -VariableMetric: Iteration # 94 - FCN = 297384.9271665 Edm = 2.05748 NCalls = 337 -VariableMetric: Iteration # 95 - FCN = 297380.3831188 Edm = 1.84772 NCalls = 340 -VariableMetric: Iteration # 96 - FCN = 297379.1798962 Edm = 0.391631 NCalls = 342 -VariableMetric: Iteration # 97 - FCN = 297378.9005301 Edm = 0.0264947 NCalls = 344 -VariableMetric: Iteration # 98 - FCN = 297378.868119 Edm = 0.00868323 NCalls = 346 -VariableMetric: Iteration # 99 - FCN = 297378.8595865 Edm = 0.00238271 NCalls = 347 -VariableMetric: Iteration # 100 - FCN = 297378.8539452 Edm = 0.00255712 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297378.8277745 Edm = 0.0179118 NCalls = 352 -VariableMetric: Iteration # 102 - FCN = 297378.5333252 Edm = 0.256863 NCalls = 356 -VariableMetric: Iteration # 103 - FCN = 297375.7949551 Edm = 2.45667 NCalls = 359 -VariableMetric: Iteration # 104 - FCN = 297370.7958272 Edm = 8.23348 NCalls = 366 -VariableMetric: Iteration # 105 - FCN = 297363.3266195 Edm = 6.08337 NCalls = 369 -VariableMetric: Iteration # 106 - FCN = 297361.2354069 Edm = 3.00191 NCalls = 372 -VariableMetric: Iteration # 107 - FCN = 297359.4288847 Edm = 1.25767 NCalls = 375 -VariableMetric: Iteration # 108 - FCN = 297358.3665345 Edm = 0.888402 NCalls = 377 -VariableMetric: Iteration # 109 - FCN = 297357.2366175 Edm = 0.474468 NCalls = 379 -VariableMetric: Iteration # 110 - FCN = 297356.8520673 Edm = 0.247358 NCalls = 382 -VariableMetric: Iteration # 111 - FCN = 297356.6807021 Edm = 0.109755 NCalls = 385 -VariableMetric: Iteration # 112 - FCN = 297356.5386539 Edm = 0.0935615 NCalls = 387 -VariableMetric: Iteration # 113 - FCN = 297356.3854848 Edm = 0.162797 NCalls = 391 -VariableMetric: Iteration # 114 - FCN = 297356.2548667 Edm = 0.182369 NCalls = 397 -VariableMetric: Iteration # 115 - FCN = 297356.2121469 Edm = 0.1078 NCalls = 400 -VariableMetric: Iteration # 116 - FCN = 297355.9439275 Edm = 0.223148 NCalls = 404 -VariableMetric: Iteration # 117 - FCN = 297355.7004147 Edm = 0.388571 NCalls = 406 -VariableMetric: Iteration # 118 - FCN = 297355.0042855 Edm = 0.326391 NCalls = 410 -VariableMetric: Iteration # 119 - FCN = 297354.6605465 Edm = 0.59682 NCalls = 413 -VariableMetric: Iteration # 120 - FCN = 297354.3517253 Edm = 0.154275 NCalls = 415 -VariableMetric: Iteration # 121 - FCN = 297354.1273089 Edm = 0.0215096 NCalls = 417 -VariableMetric: Iteration # 122 - FCN = 297354.1019069 Edm = 0.00119727 NCalls = 419 -VariableMetric: Iteration # 123 - FCN = 297354.0989868 Edm = 0.00182848 NCalls = 421 -VariableMetric: Iteration # 124 - FCN = 297353.9950038 Edm = 0.0957438 NCalls = 427 -VariableMetric: Iteration # 125 - FCN = 297349.5649309 Edm = 1.46209 NCalls = 432 -VariableMetric: Iteration # 126 - FCN = 297348.335557 Edm = 0.49584 NCalls = 434 -VariableMetric: Iteration # 127 - FCN = 297347.9283899 Edm = 0.0415975 NCalls = 436 -VariableMetric: Iteration # 128 - FCN = 297347.8804378 Edm = 0.0072755 NCalls = 438 -VariableMetric: Iteration # 129 - FCN = 297347.871573 Edm = 0.000561766 NCalls = 440 -VariableMetric: Iteration # 130 - FCN = 297347.8710019 Edm = 0.000101861 NCalls = 441 -VariableMetric: Iteration # 131 - FCN = 297347.8705275 Edm = 0.000421747 NCalls = 444 -VariableMetric: Iteration # 132 - FCN = 297347.8633905 Edm = 0.00905937 NCalls = 449 -VariableMetric: Iteration # 133 - FCN = 297347.8526473 Edm = 0.0102785 NCalls = 455 -VariableMetric: Iteration # 134 - FCN = 297346.2562487 Edm = 0.647211 NCalls = 461 -VariableMetric: Iteration # 135 - FCN = 297345.6213517 Edm = 0.0430641 NCalls = 464 -VariableMetric: Iteration # 136 - FCN = 297345.5809541 Edm = 0.00418023 NCalls = 466 -VariableMetric: Iteration # 137 - FCN = 297345.5778053 Edm = 0.000212337 NCalls = 468 -VariableMetric: Iteration # 138 - FCN = 297345.5775235 Edm = 4.79112e-05 NCalls = 470 -VariableMetric: After Hessian - FCN = 297345.5775235 Edm = 8.48814 NCalls = 945 -VariableMetric: Iteration # 139 - FCN = 297345.5775235 Edm = 8.48814 NCalls = 945 -VariableMetric: Iteration # 140 - FCN = 297345.1172858 Edm = 513.246 NCalls = 947 -VariableMetric: Iteration # 141 - FCN = 297343.1457181 Edm = 1.75031 NCalls = 949 -VariableMetric: Iteration # 142 - FCN = 297341.6411277 Edm = 4.97159 NCalls = 953 -VariableMetric: Iteration # 143 - FCN = 297339.6007383 Edm = 1.27882 NCalls = 956 -VariableMetric: Iteration # 144 - FCN = 297338.5704432 Edm = 0.444317 NCalls = 958 -VariableMetric: Iteration # 145 - FCN = 297337.1572143 Edm = 0.580683 NCalls = 960 -VariableMetric: Iteration # 146 - FCN = 297336.5785748 Edm = 0.320541 NCalls = 963 -VariableMetric: Iteration # 147 - FCN = 297335.7258666 Edm = 1.98159 NCalls = 966 -VariableMetric: Iteration # 148 - FCN = 297335.1635026 Edm = 0.227885 NCalls = 970 -VariableMetric: Iteration # 149 - FCN = 297335.0035458 Edm = 0.0538671 NCalls = 972 -VariableMetric: Iteration # 150 - FCN = 297334.8946512 Edm = 0.0610602 NCalls = 974 -VariableMetric: Iteration # 151 - FCN = 297334.6537515 Edm = 0.0704468 NCalls = 976 -VariableMetric: Iteration # 152 - FCN = 297334.4008156 Edm = 0.0612251 NCalls = 979 -VariableMetric: Iteration # 153 - FCN = 297334.2512276 Edm = 0.0489843 NCalls = 982 -VariableMetric: Iteration # 154 - FCN = 297334.2111673 Edm = 0.0651522 NCalls = 984 -VariableMetric: Iteration # 155 - FCN = 297334.1011953 Edm = 0.0497155 NCalls = 986 -VariableMetric: Iteration # 156 - FCN = 297334.0062099 Edm = 0.0427253 NCalls = 989 -VariableMetric: Iteration # 157 - FCN = 297333.9520409 Edm = 0.0447622 NCalls = 991 -VariableMetric: Iteration # 158 - FCN = 297333.8645098 Edm = 0.0367512 NCalls = 994 -VariableMetric: Iteration # 159 - FCN = 297333.8027667 Edm = 0.0190714 NCalls = 996 -VariableMetric: Iteration # 160 - FCN = 297333.7693674 Edm = 0.0205402 NCalls = 999 -VariableMetric: Iteration # 161 - FCN = 297333.7392067 Edm = 0.0086864 NCalls = 1001 -VariableMetric: Iteration # 162 - FCN = 297333.7132188 Edm = 0.0121771 NCalls = 1004 -VariableMetric: Iteration # 163 - FCN = 297333.6848697 Edm = 0.00683149 NCalls = 1006 -VariableMetric: Iteration # 164 - FCN = 297333.6738503 Edm = 0.00522027 NCalls = 1009 -VariableMetric: Iteration # 165 - FCN = 297333.6580626 Edm = 0.00253065 NCalls = 1012 -VariableMetric: Iteration # 166 - FCN = 297333.6524208 Edm = 0.00205335 NCalls = 1014 -VariableMetric: Iteration # 167 - FCN = 297333.6471133 Edm = 0.000977644 NCalls = 1016 -VariableMetric: Iteration # 168 - FCN = 297333.6441183 Edm = 0.0014257 NCalls = 1018 -VariableMetric: Iteration # 169 - FCN = 297333.6328598 Edm = 0.0041863 NCalls = 1021 -VariableMetric: Iteration # 170 - FCN = 297333.6214573 Edm = 0.00490851 NCalls = 1023 -VariableMetric: Iteration # 171 - FCN = 297333.6045882 Edm = 0.00422504 NCalls = 1025 -VariableMetric: Iteration # 172 - FCN = 297333.5971946 Edm = 0.00155493 NCalls = 1028 -VariableMetric: Iteration # 173 - FCN = 297333.5952325 Edm = 0.00128156 NCalls = 1030 -VariableMetric: Iteration # 174 - FCN = 297333.5929463 Edm = 0.000760995 NCalls = 1033 -VariableMetric: Iteration # 175 - FCN = 297333.5918343 Edm = 0.000240469 NCalls = 1035 -VariableMetric: Iteration # 176 - FCN = 297333.5912037 Edm = 0.000342005 NCalls = 1038 -VariableMetric: Iteration # 177 - FCN = 297333.5907277 Edm = 0.000206341 NCalls = 1040 -VariableMetric: Iteration # 178 - FCN = 297333.5902563 Edm = 0.000128627 NCalls = 1043 -VariableMetric: Iteration # 179 - FCN = 297333.5900096 Edm = 6.11858e-05 NCalls = 1045 -VariableMetric: After Hessian - FCN = 297333.5900096 Edm = 0.000245624 NCalls = 1526 -VariableMetric: Iteration # 180 - FCN = 297333.5900096 Edm = 0.000245624 NCalls = 1526 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318087.529141 Edm = 2077.3 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318087.529141 Edm = 2077.3 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314157.8549491 Edm = 12.8415 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302096.3788532 Edm = 9.34385 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302078.4209955 Edm = 11.3248 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300621.4770723 Edm = 752.216 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299058.0433664 Edm = 4.48898 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299038.9769962 Edm = 9.56841 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297684.5753249 Edm = 49.9615 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297667.4716016 Edm = 74.3993 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297629.0692176 Edm = 2.29797 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297607.4515154 Edm = 7.66116 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297601.6193189 Edm = 7.923 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297587.4243468 Edm = 12.4779 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297574.4546112 Edm = 0.750762 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297573.8399424 Edm = 0.342689 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297554.7281482 Edm = 6.8559 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297540.6347209 Edm = 0.255646 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297540.2781809 Edm = 0.129469 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297539.7960225 Edm = 0.0973537 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297538.060169 Edm = 1.46006 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297496.4782663 Edm = 82.0235 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297495.1569986 Edm = 2.12339 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297468.1050931 Edm = 27.5249 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297397.6746046 Edm = 11.1512 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297384.5764362 Edm = 0.691677 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297383.7121136 Edm = 0.0817865 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297383.6131648 Edm = 0.0487929 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297383.4461479 Edm = 0.165714 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297363.8951257 Edm = 14.4889 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297292.6952821 Edm = 6.90649 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297279.0246574 Edm = 4.16675 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297268.9620527 Edm = 0.556053 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297268.2175431 Edm = 0.0925616 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297268.1472307 Edm = 0.0241211 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297268.1242815 Edm = 0.00741729 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297268.0927544 Edm = 0.0166128 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297267.8997893 Edm = 0.175583 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297260.2737967 Edm = 7.03905 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297226.0512002 Edm = 9.16458 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297213.47328 Edm = 1.42697 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297212.0450355 Edm = 0.194002 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297211.7976243 Edm = 0.0297717 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297211.7524186 Edm = 0.00512482 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297211.7358949 Edm = 0.0165577 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297211.6173414 Edm = 0.135774 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297206.3396851 Edm = 1.49011 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297194.367354 Edm = 1.78906 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297191.710283 Edm = 0.0958832 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297191.6135013 Edm = 0.0106113 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297191.6008726 Edm = 0.00165909 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297191.5941979 Edm = 0.00474181 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297191.1553287 Edm = 0.454984 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297183.4710326 Edm = 1.91803 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297180.9553392 Edm = 0.0702053 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297180.8852733 Edm = 0.00327411 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297180.8811482 Edm = 0.00028666 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297180.8804743 Edm = 0.000324779 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297180.8548028 Edm = 0.0234405 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297179.161338 Edm = 0.734488 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297177.4974905 Edm = 0.259994 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297177.2310812 Edm = 0.0177229 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297177.2118661 Edm = 0.00102869 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297177.2106364 Edm = 0.000184053 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297177.2094148 Edm = 0.00104087 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297177.170299 Edm = 0.0389401 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297177.1110839 Edm = 0.0551659 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297175.6127142 Edm = 0.0446773 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297175.5531931 Edm = 0.0012718 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297175.5517818 Edm = 7.76715e-05 NCalls = 231 -VariableMetric: After Hessian - FCN = 297175.5517818 Edm = 1.23671 NCalls = 712 -VariableMetric: Iteration # 69 - FCN = 297175.5517818 Edm = 1.23671 NCalls = 712 -VariableMetric: Iteration # 70 - FCN = 297174.2588938 Edm = 3.14226 NCalls = 714 -VariableMetric: Iteration # 71 - FCN = 297174.1085427 Edm = 9.34651 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297173.2187544 Edm = 1.08594 NCalls = 718 -VariableMetric: Iteration # 73 - FCN = 297173.0006562 Edm = 0.470004 NCalls = 720 -VariableMetric: Iteration # 74 - FCN = 297172.5682026 Edm = 0.945644 NCalls = 723 -VariableMetric: Iteration # 75 - FCN = 297169.6530064 Edm = 7.48043 NCalls = 730 -VariableMetric: Iteration # 76 - FCN = 297168.5806994 Edm = 4.99281 NCalls = 733 -VariableMetric: Iteration # 77 - FCN = 297167.351588 Edm = 1.95435 NCalls = 736 -VariableMetric: Iteration # 78 - FCN = 297166.9294269 Edm = 1.53717 NCalls = 739 -VariableMetric: Iteration # 79 - FCN = 297164.2905635 Edm = 3.06095 NCalls = 743 -VariableMetric: Iteration # 80 - FCN = 297162.3408498 Edm = 7.90058 NCalls = 746 -VariableMetric: Iteration # 81 - FCN = 297160.8705854 Edm = 3.16956 NCalls = 750 -VariableMetric: Iteration # 82 - FCN = 297159.4846804 Edm = 1.0691 NCalls = 758 -VariableMetric: Iteration # 83 - FCN = 297158.2701546 Edm = 0.301193 NCalls = 760 -VariableMetric: Iteration # 84 - FCN = 297158.0497462 Edm = 0.179906 NCalls = 762 -VariableMetric: Iteration # 85 - FCN = 297157.890612 Edm = 0.196141 NCalls = 764 -VariableMetric: Iteration # 86 - FCN = 297155.3156656 Edm = 2.02126 NCalls = 772 -VariableMetric: Iteration # 87 - FCN = 297155.1132199 Edm = 324936 NCalls = 781 -VariableMetric: Iteration # 88 - FCN = 297154.5401611 Edm = 6228.97 NCalls = 789 -VariableMetric: Iteration # 89 - FCN = 297154.4997912 Edm = 2002.36 NCalls = 795 -VariableMetric: Iteration # 90 - FCN = 297154.4024602 Edm = 602.702 NCalls = 800 -VariableMetric: Iteration # 91 - FCN = 297154.3388948 Edm = 265.736 NCalls = 804 -VariableMetric: Iteration # 92 - FCN = 297154.2794548 Edm = 357.998 NCalls = 808 -VariableMetric: Iteration # 93 - FCN = 297153.9485732 Edm = 1696.38 NCalls = 811 -VariableMetric: Iteration # 94 - FCN = 297153.4138373 Edm = 1430.25 NCalls = 814 -VariableMetric: Iteration # 95 - FCN = 297153.1620211 Edm = 867.966 NCalls = 817 -VariableMetric: Iteration # 96 - FCN = 297152.8526523 Edm = 342.596 NCalls = 820 -VariableMetric: Iteration # 97 - FCN = 297152.5037556 Edm = 1230.93 NCalls = 823 -VariableMetric: Iteration # 98 - FCN = 297152.0091506 Edm = 916.031 NCalls = 826 -VariableMetric: Iteration # 99 - FCN = 297150.5257815 Edm = 48.9581 NCalls = 829 -VariableMetric: Iteration # 100 - FCN = 297150.0884974 Edm = 15.281 NCalls = 832 -VariableMetric: Iteration # 101 - FCN = 297150.0045325 Edm = 7.61019 NCalls = 835 -VariableMetric: Iteration # 102 - FCN = 297149.8907476 Edm = 23.8976 NCalls = 838 -VariableMetric: Iteration # 103 - FCN = 297149.4485907 Edm = 12.7347 NCalls = 840 -VariableMetric: Iteration # 104 - FCN = 297149.1876783 Edm = 26.7361 NCalls = 842 -VariableMetric: Iteration # 105 - FCN = 297148.9783608 Edm = 8.85814 NCalls = 844 -VariableMetric: Iteration # 106 - FCN = 297148.9538526 Edm = 8.79476 NCalls = 846 -VariableMetric: Iteration # 107 - FCN = 297148.6656213 Edm = 2.06314 NCalls = 848 -VariableMetric: Iteration # 108 - FCN = 297148.2980098 Edm = 2.76604 NCalls = 850 -VariableMetric: Iteration # 109 - FCN = 297148.0678016 Edm = 0.379907 NCalls = 852 -VariableMetric: Iteration # 110 - FCN = 297148.044575 Edm = 0.154153 NCalls = 854 -VariableMetric: Iteration # 111 - FCN = 297147.8456759 Edm = 0.138799 NCalls = 856 -VariableMetric: Iteration # 112 - FCN = 297147.6675644 Edm = 0.280278 NCalls = 858 -VariableMetric: Iteration # 113 - FCN = 297147.4207953 Edm = 0.19617 NCalls = 861 -VariableMetric: Iteration # 114 - FCN = 297147.3342703 Edm = 0.252889 NCalls = 866 -VariableMetric: Iteration # 115 - FCN = 297147.1901185 Edm = 0.0628965 NCalls = 869 -VariableMetric: Iteration # 116 - FCN = 297147.1266399 Edm = 0.0372152 NCalls = 871 -VariableMetric: Iteration # 117 - FCN = 297147.0915896 Edm = 0.0282362 NCalls = 874 -VariableMetric: Iteration # 118 - FCN = 297147.0691495 Edm = 0.00985847 NCalls = 877 -VariableMetric: Iteration # 119 - FCN = 297147.0546576 Edm = 0.00403859 NCalls = 879 -VariableMetric: Iteration # 120 - FCN = 297147.0437775 Edm = 0.00615671 NCalls = 881 -VariableMetric: Iteration # 121 - FCN = 297147.0207818 Edm = 0.0103289 NCalls = 884 -VariableMetric: Iteration # 122 - FCN = 297147.0028914 Edm = 0.0194441 NCalls = 887 -VariableMetric: Iteration # 123 - FCN = 297146.9821207 Edm = 0.00751933 NCalls = 890 -VariableMetric: Iteration # 124 - FCN = 297146.9719799 Edm = 0.00180344 NCalls = 892 -VariableMetric: Iteration # 125 - FCN = 297146.96858 Edm = 0.00222243 NCalls = 894 -VariableMetric: Iteration # 126 - FCN = 297146.965925 Edm = 0.000857776 NCalls = 896 -VariableMetric: Iteration # 127 - FCN = 297146.9651166 Edm = 0.000444665 NCalls = 898 -VariableMetric: Iteration # 128 - FCN = 297146.9646642 Edm = 0.000109079 NCalls = 900 -VariableMetric: Iteration # 129 - FCN = 297146.9644617 Edm = 8.5231e-05 NCalls = 902 -VariableMetric: Iteration # 130 - FCN = 297146.9642427 Edm = 0.000263121 NCalls = 904 -VariableMetric: Iteration # 131 - FCN = 297146.963444 Edm = 0.000460434 NCalls = 908 -VariableMetric: Iteration # 132 - FCN = 297146.9622536 Edm = 0.000458739 NCalls = 910 -VariableMetric: Iteration # 133 - FCN = 297146.9611563 Edm = 0.000432193 NCalls = 912 -VariableMetric: Iteration # 134 - FCN = 297146.9592902 Edm = 0.000998235 NCalls = 915 -VariableMetric: Iteration # 135 - FCN = 297146.9578656 Edm = 0.000593419 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297146.9571946 Edm = 0.000247281 NCalls = 920 -VariableMetric: Iteration # 137 - FCN = 297146.9565551 Edm = 0.000250885 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297146.9562959 Edm = 0.000120637 NCalls = 924 -VariableMetric: Iteration # 139 - FCN = 297146.9559766 Edm = 0.000125214 NCalls = 926 -VariableMetric: Iteration # 140 - FCN = 297146.9557095 Edm = 9.54872e-05 NCalls = 928 -VariableMetric: Iteration # 141 - FCN = 297146.9555804 Edm = 0.000162482 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297146.955 Edm = 0.000652114 NCalls = 934 -VariableMetric: Iteration # 143 - FCN = 297146.9535782 Edm = 0.00107105 NCalls = 939 -VariableMetric: Iteration # 144 - FCN = 297146.953301 Edm = 0.00055867 NCalls = 942 -VariableMetric: Iteration # 145 - FCN = 297146.9523297 Edm = 0.000756719 NCalls = 946 -VariableMetric: Iteration # 146 - FCN = 297146.9511339 Edm = 0.000415187 NCalls = 949 -VariableMetric: Iteration # 147 - FCN = 297146.9506978 Edm = 9.81138e-05 NCalls = 952 -VariableMetric: Iteration # 148 - FCN = 297146.9505815 Edm = 7.45342e-06 NCalls = 954 -VariableMetric: After Hessian - FCN = 297146.9505815 Edm = 8.0639e-06 NCalls = 1451 -VariableMetric: Iteration # 149 - FCN = 297146.9505815 Edm = 8.0639e-06 NCalls = 1451 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305230.0823147 Edm = 9.34932 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305230.0823147 Edm = 9.34932 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302234.3475166 Edm = 5.98123 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299426.8975917 Edm = 6.98598 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299423.3403837 Edm = 8.69977 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298269.2503283 Edm = 11.0138 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298269.2503283 Edm = 11.0138 NCalls = 34 -VariableMetric: After Hessian - FCN = 298269.2503283 Edm = 7.83829e+06 NCalls = 505 -VariableMetric: Iteration # 6 - FCN = 298269.2503283 Edm = 7.83829e+06 NCalls = 505 -VariableMetric: Iteration # 7 - FCN = 298152.9300477 Edm = 170566 NCalls = 516 -VariableMetric: Iteration # 8 - FCN = 297682.2755502 Edm = 4542.33 NCalls = 525 -VariableMetric: Iteration # 9 - FCN = 297682.2755502 Edm = 4542.33 NCalls = 536 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316551.5665201 Edm = 17.9386 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316551.5665201 Edm = 17.9386 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315783.6888654 Edm = 325.996 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 314533.8612296 Edm = 2303.72 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 307173.3818628 Edm = 135.703 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301487.0695049 Edm = 8799.76 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 301419.0736718 Edm = 63.0367 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 301333.0710073 Edm = 77.8639 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 301310.2230223 Edm = 61.0693 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 301088.1069194 Edm = 19.4572 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 300804.4371462 Edm = 50.4058 NCalls = 59 -VariableMetric: Iteration # 10 - FCN = 300781.8133749 Edm = 324.251 NCalls = 61 -VariableMetric: Iteration # 11 - FCN = 300646.4620015 Edm = 6.83483 NCalls = 64 -VariableMetric: Iteration # 12 - FCN = 300581.6820317 Edm = 115.991 NCalls = 68 -VariableMetric: Iteration # 13 - FCN = 299399.962855 Edm = 263.791 NCalls = 74 -VariableMetric: Iteration # 14 - FCN = 298891.3328945 Edm = 1497.57 NCalls = 78 -VariableMetric: Iteration # 15 - FCN = 298381.6284621 Edm = 8.19586 NCalls = 84 -VariableMetric: Iteration # 16 - FCN = 298376.7572761 Edm = 4.09203 NCalls = 86 -VariableMetric: Iteration # 17 - FCN = 298368.7229779 Edm = 1.20313 NCalls = 89 -VariableMetric: Iteration # 18 - FCN = 298353.0339943 Edm = 13.1142 NCalls = 93 -VariableMetric: Iteration # 19 - FCN = 298012.9762995 Edm = 113.394 NCalls = 98 -VariableMetric: Iteration # 20 - FCN = 297883.9860845 Edm = 210.953 NCalls = 99 -VariableMetric: Iteration # 21 - FCN = 297838.4692145 Edm = 40.0934 NCalls = 101 -VariableMetric: Iteration # 22 - FCN = 297805.8993327 Edm = 66.646 NCalls = 104 -VariableMetric: Iteration # 23 - FCN = 297716.7567089 Edm = 23.7751 NCalls = 106 -VariableMetric: Iteration # 24 - FCN = 297699.9282053 Edm = 0.580977 NCalls = 108 -VariableMetric: Iteration # 25 - FCN = 297698.4781676 Edm = 0.0504543 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297698.237575 Edm = 0.115567 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297688.3287357 Edm = 7.76648 NCalls = 118 -VariableMetric: Iteration # 28 - FCN = 297650.6435118 Edm = 8.32296 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297642.4691967 Edm = 5.15752 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297637.6141005 Edm = 3.86623 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297613.5431734 Edm = 8.33543 NCalls = 131 -VariableMetric: Iteration # 32 - FCN = 297611.6141658 Edm = 9.37677 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297592.6805393 Edm = 6.41146 NCalls = 138 -VariableMetric: Iteration # 34 - FCN = 297582.5550857 Edm = 1.78674 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 297578.5738083 Edm = 1.84607 NCalls = 144 -VariableMetric: Iteration # 36 - FCN = 297575.6657068 Edm = 8.15295 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297566.0277674 Edm = 3.43428 NCalls = 151 -VariableMetric: Iteration # 38 - FCN = 297557.8034393 Edm = 2.65464 NCalls = 158 -VariableMetric: Iteration # 39 - FCN = 297556.2161317 Edm = 5.45348 NCalls = 160 -VariableMetric: Iteration # 40 - FCN = 297553.9233524 Edm = 0.421943 NCalls = 162 -VariableMetric: Iteration # 41 - FCN = 297552.4421123 Edm = 0.613757 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297551.3912218 Edm = 0.285281 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297551.0703097 Edm = 0.070084 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297550.8825797 Edm = 0.0567217 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297549.8920896 Edm = 0.449772 NCalls = 174 -VariableMetric: Iteration # 46 - FCN = 297545.2343707 Edm = 2.51853 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297508.3974718 Edm = 92.6791 NCalls = 183 -VariableMetric: Iteration # 48 - FCN = 297477.7768896 Edm = 18.9907 NCalls = 194 -VariableMetric: Iteration # 49 - FCN = 297416.1008592 Edm = 9.09415 NCalls = 199 -VariableMetric: Iteration # 50 - FCN = 297403.7603809 Edm = 6.56878 NCalls = 202 -VariableMetric: Iteration # 51 - FCN = 297400.7027294 Edm = 2.0567 NCalls = 204 -VariableMetric: Iteration # 52 - FCN = 297399.5919595 Edm = 0.494216 NCalls = 206 -VariableMetric: Iteration # 53 - FCN = 297399.298132 Edm = 0.0428441 NCalls = 208 -VariableMetric: Iteration # 54 - FCN = 297399.1980928 Edm = 0.0490366 NCalls = 210 -VariableMetric: Iteration # 55 - FCN = 297399.0111153 Edm = 0.0255006 NCalls = 213 -VariableMetric: Iteration # 56 - FCN = 297398.9689133 Edm = 0.0133085 NCalls = 215 -VariableMetric: Iteration # 57 - FCN = 297398.8307995 Edm = 0.131901 NCalls = 218 -VariableMetric: Iteration # 58 - FCN = 297398.2215575 Edm = 0.786628 NCalls = 220 -VariableMetric: Iteration # 59 - FCN = 297394.8053599 Edm = 2.91746 NCalls = 224 -VariableMetric: Iteration # 60 - FCN = 297383.6089195 Edm = 6.35963 NCalls = 231 -VariableMetric: Iteration # 61 - FCN = 297370.2505883 Edm = 1.53324 NCalls = 234 -VariableMetric: Iteration # 62 - FCN = 297365.1065614 Edm = 4.06388 NCalls = 238 -VariableMetric: Iteration # 63 - FCN = 297361.5983752 Edm = 2.84783 NCalls = 241 -VariableMetric: Iteration # 64 - FCN = 297358.3756492 Edm = 0.429429 NCalls = 243 -VariableMetric: Iteration # 65 - FCN = 297357.8706882 Edm = 0.110721 NCalls = 245 -VariableMetric: Iteration # 66 - FCN = 297357.7534194 Edm = 0.013518 NCalls = 247 -VariableMetric: Iteration # 67 - FCN = 297357.7378895 Edm = 0.00294724 NCalls = 249 -VariableMetric: Iteration # 68 - FCN = 297357.710141 Edm = 0.0221152 NCalls = 252 -VariableMetric: Iteration # 69 - FCN = 297356.9588835 Edm = 0.65634 NCalls = 256 -VariableMetric: Iteration # 70 - FCN = 297351.6373962 Edm = 1.88027 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297349.7655151 Edm = 0.745167 NCalls = 261 -VariableMetric: Iteration # 72 - FCN = 297349.1330027 Edm = 0.104679 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297348.7853336 Edm = 0.157074 NCalls = 265 -VariableMetric: Iteration # 74 - FCN = 297348.6298918 Edm = 0.0788859 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297348.5538932 Edm = 0.00530238 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297348.5433997 Edm = 0.00270817 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297348.4979382 Edm = 0.0395695 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297347.9404429 Edm = 0.505438 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297345.7118581 Edm = 1.86768 NCalls = 284 -VariableMetric: Iteration # 80 - FCN = 297343.2697442 Edm = 14.9342 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297337.8961377 Edm = 2.30802 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297334.3796289 Edm = 3.63285 NCalls = 293 -VariableMetric: Iteration # 83 - FCN = 297332.7000655 Edm = 0.213033 NCalls = 296 -VariableMetric: Iteration # 84 - FCN = 297332.5184349 Edm = 0.00854245 NCalls = 297 -VariableMetric: Iteration # 85 - FCN = 297332.5070434 Edm = 0.00382567 NCalls = 299 -VariableMetric: Iteration # 86 - FCN = 297332.4883695 Edm = 0.0149451 NCalls = 302 -VariableMetric: Iteration # 87 - FCN = 297332.4391808 Edm = 0.0109031 NCalls = 304 -VariableMetric: Iteration # 88 - FCN = 297332.4272133 Edm = 0.000808141 NCalls = 306 -VariableMetric: Iteration # 89 - FCN = 297332.4207818 Edm = 0.00603782 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297331.1497523 Edm = 0.0661476 NCalls = 316 -VariableMetric: Iteration # 91 - FCN = 297327.6652883 Edm = 1.17995 NCalls = 319 -VariableMetric: Iteration # 92 - FCN = 297326.4936938 Edm = 0.476917 NCalls = 321 -VariableMetric: Iteration # 93 - FCN = 297325.9678574 Edm = 0.691138 NCalls = 324 -VariableMetric: Iteration # 94 - FCN = 297325.8439711 Edm = 0.18858 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297325.5727339 Edm = 0.0667904 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297325.4814687 Edm = 0.032865 NCalls = 331 -VariableMetric: Iteration # 97 - FCN = 297325.4496127 Edm = 0.00381243 NCalls = 333 -VariableMetric: Iteration # 98 - FCN = 297325.44361 Edm = 0.00127068 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297325.4379623 Edm = 0.00400614 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297325.4195172 Edm = 0.0151824 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297325.3973558 Edm = 0.00470771 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297325.3941263 Edm = 0.000501728 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297325.3932145 Edm = 0.000564397 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297325.3410127 Edm = 0.0529134 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297325.3282535 Edm = 0.0126555 NCalls = 359 -VariableMetric: Iteration # 106 - FCN = 297324.9314508 Edm = 0.110066 NCalls = 366 -VariableMetric: Iteration # 107 - FCN = 297324.7086445 Edm = 0.00156208 NCalls = 367 -VariableMetric: Iteration # 108 - FCN = 297324.706417 Edm = 0.000331998 NCalls = 369 -VariableMetric: Iteration # 109 - FCN = 297324.7001535 Edm = 0.00315401 NCalls = 373 -VariableMetric: Iteration # 110 - FCN = 297324.6848237 Edm = 0.00954276 NCalls = 377 -VariableMetric: Iteration # 111 - FCN = 297324.6358029 Edm = 0.0548592 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297324.589867 Edm = 0.114434 NCalls = 385 -VariableMetric: Iteration # 113 - FCN = 297324.3187693 Edm = 0.719971 NCalls = 392 -VariableMetric: Iteration # 114 - FCN = 297324.1653602 Edm = 0.266325 NCalls = 396 -VariableMetric: Iteration # 115 - FCN = 297324.0581771 Edm = 0.15482 NCalls = 401 -VariableMetric: Iteration # 116 - FCN = 297323.7184467 Edm = 0.358596 NCalls = 407 -VariableMetric: Iteration # 117 - FCN = 297323.506951 Edm = 0.637209 NCalls = 412 -VariableMetric: Iteration # 118 - FCN = 297322.9260147 Edm = 0.735378 NCalls = 418 -VariableMetric: Iteration # 119 - FCN = 297322.3512935 Edm = 0.910438 NCalls = 424 -VariableMetric: Iteration # 120 - FCN = 297321.5279741 Edm = 0.808183 NCalls = 429 -VariableMetric: Iteration # 121 - FCN = 297321.4674622 Edm = 0.0463253 NCalls = 432 -VariableMetric: Iteration # 122 - FCN = 297318.6219314 Edm = 1.0297 NCalls = 438 -VariableMetric: Iteration # 123 - FCN = 297317.0243592 Edm = 1.15445 NCalls = 442 -VariableMetric: Iteration # 124 - FCN = 297316.1735413 Edm = 0.451324 NCalls = 445 -VariableMetric: Iteration # 125 - FCN = 297315.1836775 Edm = 0.829156 NCalls = 447 -VariableMetric: Iteration # 126 - FCN = 297313.5202449 Edm = 0.75668 NCalls = 451 -VariableMetric: Iteration # 127 - FCN = 297312.0607534 Edm = 0.733053 NCalls = 453 -VariableMetric: Iteration # 128 - FCN = 297311.349229 Edm = 0.690897 NCalls = 454 -VariableMetric: Iteration # 129 - FCN = 297310.1104395 Edm = 0.375624 NCalls = 457 -VariableMetric: Iteration # 130 - FCN = 297309.5794598 Edm = 0.0132448 NCalls = 459 -VariableMetric: Iteration # 131 - FCN = 297309.5663041 Edm = 0.00605082 NCalls = 461 -VariableMetric: Iteration # 132 - FCN = 297309.5519128 Edm = 0.0212823 NCalls = 463 -VariableMetric: Iteration # 133 - FCN = 297309.1178344 Edm = 0.474363 NCalls = 472 -VariableMetric: Iteration # 134 - FCN = 297309.1154682 Edm = 0.0140379 NCalls = 474 -VariableMetric: Iteration # 135 - FCN = 297308.7441802 Edm = 0.366538 NCalls = 480 -VariableMetric: Iteration # 136 - FCN = 297308.6093775 Edm = 0.272082 NCalls = 485 -VariableMetric: Iteration # 137 - FCN = 297308.406342 Edm = 0.213832 NCalls = 491 -VariableMetric: Iteration # 138 - FCN = 297307.9501898 Edm = 0.315195 NCalls = 496 -VariableMetric: Iteration # 139 - FCN = 297305.1567972 Edm = 1.26838 NCalls = 504 -VariableMetric: Iteration # 140 - FCN = 297303.2605131 Edm = 2.06965 NCalls = 506 -VariableMetric: Iteration # 141 - FCN = 297301.9191128 Edm = 0.384498 NCalls = 509 -VariableMetric: Iteration # 142 - FCN = 297301.3111879 Edm = 0.78069 NCalls = 512 -VariableMetric: Iteration # 143 - FCN = 297301.1427988 Edm = 0.164111 NCalls = 514 -VariableMetric: Iteration # 144 - FCN = 297300.9401245 Edm = 0.0693064 NCalls = 517 -VariableMetric: Iteration # 145 - FCN = 297300.7644436 Edm = 0.0314808 NCalls = 521 -VariableMetric: Iteration # 146 - FCN = 297300.7269749 Edm = 0.0119421 NCalls = 523 -VariableMetric: Iteration # 147 - FCN = 297300.7213372 Edm = 0.00144625 NCalls = 525 -VariableMetric: Iteration # 148 - FCN = 297300.7193417 Edm = 0.000545316 NCalls = 527 -VariableMetric: Iteration # 149 - FCN = 297300.7187865 Edm = 0.000218325 NCalls = 528 -VariableMetric: Iteration # 150 - FCN = 297300.716905 Edm = 0.00180936 NCalls = 531 -VariableMetric: Iteration # 151 - FCN = 297300.6409923 Edm = 0.0722781 NCalls = 538 -VariableMetric: Iteration # 152 - FCN = 297300.1669486 Edm = 0.201622 NCalls = 542 -VariableMetric: Iteration # 153 - FCN = 297300.0484542 Edm = 0.069319 NCalls = 544 -VariableMetric: Iteration # 154 - FCN = 297299.9655472 Edm = 0.0180853 NCalls = 547 -VariableMetric: Iteration # 155 - FCN = 297299.9174648 Edm = 0.0199775 NCalls = 549 -VariableMetric: Iteration # 156 - FCN = 297299.8838259 Edm = 0.0220726 NCalls = 552 -VariableMetric: Iteration # 157 - FCN = 297299.8618196 Edm = 0.00818281 NCalls = 554 -VariableMetric: Iteration # 158 - FCN = 297299.7842892 Edm = 0.0493305 NCalls = 557 -VariableMetric: Iteration # 159 - FCN = 297299.5189668 Edm = 0.502658 NCalls = 559 -VariableMetric: Iteration # 160 - FCN = 297299.4586795 Edm = 0.0301836 NCalls = 561 -VariableMetric: Iteration # 161 - FCN = 297299.3347028 Edm = 0.0686112 NCalls = 565 -VariableMetric: Iteration # 162 - FCN = 297299.3193696 Edm = 0.0228125 NCalls = 567 -VariableMetric: Iteration # 163 - FCN = 297299.2942144 Edm = 0.00371945 NCalls = 569 -VariableMetric: Iteration # 164 - FCN = 297299.2920149 Edm = 0.00173303 NCalls = 571 -VariableMetric: Iteration # 165 - FCN = 297299.2900143 Edm = 0.000248083 NCalls = 573 -VariableMetric: Iteration # 166 - FCN = 297299.2889386 Edm = 0.000793227 NCalls = 575 -VariableMetric: Iteration # 167 - FCN = 297299.2837127 Edm = 0.0020156 NCalls = 580 -VariableMetric: Iteration # 168 - FCN = 297299.2807715 Edm = 0.000869512 NCalls = 582 -VariableMetric: Iteration # 169 - FCN = 297299.2803563 Edm = 0.000272138 NCalls = 584 -VariableMetric: Iteration # 170 - FCN = 297299.2782857 Edm = 0.000900433 NCalls = 588 -VariableMetric: Iteration # 171 - FCN = 297299.2740624 Edm = 0.00247871 NCalls = 591 -VariableMetric: Iteration # 172 - FCN = 297299.2704776 Edm = 0.00242127 NCalls = 594 -VariableMetric: Iteration # 173 - FCN = 297299.2613462 Edm = 0.0262883 NCalls = 598 -VariableMetric: Iteration # 174 - FCN = 297299.2600701 Edm = 0.00127678 NCalls = 600 -VariableMetric: Iteration # 175 - FCN = 297299.2587796 Edm = 0.000288719 NCalls = 603 -VariableMetric: Iteration # 176 - FCN = 297299.2581247 Edm = 0.000316685 NCalls = 605 -VariableMetric: Iteration # 177 - FCN = 297299.2566904 Edm = 0.00180736 NCalls = 608 -VariableMetric: Iteration # 178 - FCN = 297299.2503465 Edm = 0.00728524 NCalls = 614 -VariableMetric: Iteration # 179 - FCN = 297299.1977301 Edm = 0.0788752 NCalls = 623 -VariableMetric: Iteration # 180 - FCN = 297299.1973905 Edm = 0.00218905 NCalls = 625 -VariableMetric: Iteration # 181 - FCN = 297299.1553197 Edm = 0.0394067 NCalls = 631 -VariableMetric: Iteration # 182 - FCN = 297299.0994791 Edm = 0.110013 NCalls = 634 -VariableMetric: Iteration # 183 - FCN = 297298.9828695 Edm = 0.126119 NCalls = 638 -VariableMetric: Iteration # 184 - FCN = 297298.9304007 Edm = 0.0404416 NCalls = 641 -VariableMetric: Iteration # 185 - FCN = 297298.8448742 Edm = 0.0121162 NCalls = 644 -VariableMetric: Iteration # 186 - FCN = 297298.8308385 Edm = 0.00554924 NCalls = 646 -VariableMetric: Iteration # 187 - FCN = 297298.8235187 Edm = 0.00840311 NCalls = 649 -VariableMetric: Iteration # 188 - FCN = 297298.8083611 Edm = 0.0129844 NCalls = 652 -VariableMetric: Iteration # 189 - FCN = 297298.6081731 Edm = 0.152967 NCalls = 657 -VariableMetric: Iteration # 190 - FCN = 297298.1994912 Edm = 0.163994 NCalls = 663 -VariableMetric: Iteration # 191 - FCN = 297297.8991866 Edm = 0.0694911 NCalls = 665 -VariableMetric: Iteration # 192 - FCN = 297297.8767056 Edm = 0.0254496 NCalls = 667 -VariableMetric: Iteration # 193 - FCN = 297297.8516444 Edm = 0.00700006 NCalls = 669 -VariableMetric: Iteration # 194 - FCN = 297297.8245496 Edm = 0.00594842 NCalls = 672 -VariableMetric: Iteration # 195 - FCN = 297297.8145451 Edm = 0.00113931 NCalls = 674 -VariableMetric: Iteration # 196 - FCN = 297297.8136122 Edm = 0.000325185 NCalls = 676 -VariableMetric: Iteration # 197 - FCN = 297297.8132638 Edm = 2.35187e-05 NCalls = 678 -VariableMetric: After Hessian - FCN = 297297.8132638 Edm = 109.559 NCalls = 1159 -VariableMetric: Iteration # 198 - FCN = 297297.8132638 Edm = 109.559 NCalls = 1159 -VariableMetric: Iteration # 199 - FCN = 297297.3919378 Edm = 191.849 NCalls = 1164 -VariableMetric: Iteration # 200 - FCN = 297297.3912582 Edm = 439.045 NCalls = 1169 -VariableMetric: Iteration # 201 - FCN = 297297.3113771 Edm = 1580.79 NCalls = 1173 -VariableMetric: Iteration # 202 - FCN = 297297.25434 Edm = 229.655 NCalls = 1177 -VariableMetric: Iteration # 203 - FCN = 297297.2206948 Edm = 721.354 NCalls = 1181 -VariableMetric: Iteration # 204 - FCN = 297297.0133875 Edm = 255.146 NCalls = 1184 -VariableMetric: Iteration # 205 - FCN = 297296.402764 Edm = 233.604 NCalls = 1187 -VariableMetric: Iteration # 206 - FCN = 297295.6449737 Edm = 525.467 NCalls = 1190 -VariableMetric: Iteration # 207 - FCN = 297295.0824524 Edm = 118.391 NCalls = 1193 -VariableMetric: Iteration # 208 - FCN = 297294.9529943 Edm = 29.3992 NCalls = 1196 -VariableMetric: Iteration # 209 - FCN = 297294.6022456 Edm = 232.731 NCalls = 1198 -VariableMetric: Iteration # 210 - FCN = 297294.3717146 Edm = 11.2627 NCalls = 1201 -VariableMetric: Iteration # 211 - FCN = 297294.1436039 Edm = 21.0592 NCalls = 1203 -VariableMetric: Iteration # 212 - FCN = 297294.0588583 Edm = 12.2141 NCalls = 1205 -VariableMetric: Iteration # 213 - FCN = 297293.9516478 Edm = 5.01204 NCalls = 1207 -VariableMetric: Iteration # 214 - FCN = 297293.6888997 Edm = 3.21191 NCalls = 1209 -VariableMetric: Iteration # 215 - FCN = 297293.4629102 Edm = 2.05163 NCalls = 1211 -VariableMetric: Iteration # 216 - FCN = 297293.353301 Edm = 1.29681 NCalls = 1213 -VariableMetric: Iteration # 217 - FCN = 297293.3037074 Edm = 0.502655 NCalls = 1215 -VariableMetric: Iteration # 218 - FCN = 297293.1297456 Edm = 1.67715 NCalls = 1217 -VariableMetric: Iteration # 219 - FCN = 297292.9361469 Edm = 0.739541 NCalls = 1219 -VariableMetric: Iteration # 220 - FCN = 297292.8734898 Edm = 0.283405 NCalls = 1221 -VariableMetric: Iteration # 221 - FCN = 297292.7854623 Edm = 0.667997 NCalls = 1223 -VariableMetric: Iteration # 222 - FCN = 297292.7300019 Edm = 0.0591312 NCalls = 1225 -VariableMetric: Iteration # 223 - FCN = 297292.7111445 Edm = 0.0413496 NCalls = 1227 -VariableMetric: Iteration # 224 - FCN = 297292.6866851 Edm = 0.00591058 NCalls = 1229 -VariableMetric: Iteration # 225 - FCN = 297292.6799928 Edm = 0.00380682 NCalls = 1231 -VariableMetric: Iteration # 226 - FCN = 297292.669619 Edm = 0.00701775 NCalls = 1233 -VariableMetric: Iteration # 227 - FCN = 297292.6369963 Edm = 0.0488824 NCalls = 1238 -VariableMetric: Iteration # 228 - FCN = 297292.6187477 Edm = 0.0295965 NCalls = 1243 -VariableMetric: Iteration # 229 - FCN = 297292.5882033 Edm = 0.0130691 NCalls = 1246 -VariableMetric: Iteration # 230 - FCN = 297292.5803394 Edm = 0.00520909 NCalls = 1248 -VariableMetric: Iteration # 231 - FCN = 297292.5754809 Edm = 0.00105601 NCalls = 1250 -VariableMetric: Iteration # 232 - FCN = 297292.5744903 Edm = 0.000656083 NCalls = 1251 -VariableMetric: Iteration # 233 - FCN = 297292.5737732 Edm = 0.00033928 NCalls = 1253 -VariableMetric: Iteration # 234 - FCN = 297292.5729615 Edm = 0.000111595 NCalls = 1255 -VariableMetric: Iteration # 235 - FCN = 297292.5728037 Edm = 2.73368e-05 NCalls = 1257 -VariableMetric: After Hessian - FCN = 297292.5728037 Edm = 0.00619192 NCalls = 1744 -VariableMetric: Iteration # 236 - FCN = 297292.5728037 Edm = 0.00619192 NCalls = 1744 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327522.6726177 Edm = 399.334 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327522.6726177 Edm = 399.334 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302946.46272 Edm = 13.7535 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298449.3690142 Edm = 2564.23 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 298289.2159405 Edm = 109.959 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 298269.8027376 Edm = 0.756287 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298165.3237952 Edm = 50.2714 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 298004.4009485 Edm = 0.405003 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298003.041113 Edm = 1.04098 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297972.266884 Edm = 20.2466 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 297793.9527779 Edm = 6.86606 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297787.0871655 Edm = 0.0848144 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297786.8503697 Edm = 0.107839 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297786.2979349 Edm = 0.332514 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297751.230116 Edm = 4.42584 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297745.8226003 Edm = 0.150706 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297745.6709961 Edm = 0.0230707 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297741.2692777 Edm = 4.11963 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297741.1731502 Edm = 0.0524632 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297724.4092893 Edm = 15.5257 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297548.3511589 Edm = 36.1437 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297466.4553703 Edm = 12.8719 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297451.1788078 Edm = 2.04708 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297448.8593152 Edm = 0.269946 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297448.6170073 Edm = 0.00705356 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297448.6063046 Edm = 0.00358221 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297444.8072182 Edm = 3.44966 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297444.788894 Edm = 0.00481105 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297442.8353903 Edm = 1.89699 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297394.1394255 Edm = 10.908 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297369.2432427 Edm = 12.2371 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297361.7084186 Edm = 6.76462 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297354.0287256 Edm = 1.13066 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297352.9875068 Edm = 0.19569 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297352.8153565 Edm = 0.00964219 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297352.8050063 Edm = 0.00120911 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297352.7962011 Edm = 0.00723118 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297349.8219251 Edm = 2.00828 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297343.7347915 Edm = 1.00717 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297342.5398859 Edm = 0.239651 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297342.1509422 Edm = 0.208211 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297341.3472103 Edm = 0.76179 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297337.5392817 Edm = 5.68555 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297337.3835478 Edm = 1.35566 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297336.0248355 Edm = 0.705982 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297335.2645939 Edm = 0.26079 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297335.0755661 Edm = 0.00787081 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297335.0642758 Edm = 0.00241821 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297335.061112 Edm = 0.00166298 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297335.0579523 Edm = 0.0022853 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297334.9581969 Edm = 0.0986555 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297324.7003982 Edm = 6.7285 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297318.5435977 Edm = 18.6088 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297316.2054642 Edm = 1.63951 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297314.8904856 Edm = 0.801724 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297314.3719831 Edm = 0.306604 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297314.0008173 Edm = 0.0499985 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297313.9587499 Edm = 0.00957703 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297313.9520632 Edm = 0.000885732 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297313.9481987 Edm = 0.00406336 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297313.8192994 Edm = 0.140462 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297312.816329 Edm = 0.323365 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297307.5916418 Edm = 2.99164 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297300.07117 Edm = 0.748715 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297299.3639144 Edm = 0.0379305 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297299.3349596 Edm = 0.00275964 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297299.3321359 Edm = 0.000279996 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297299.3305968 Edm = 0.00132838 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297299.2772299 Edm = 0.0554121 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297299.2417636 Edm = 0.034972 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297295.5263668 Edm = 0.331852 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297295.3416109 Edm = 0.0889684 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297295.1773508 Edm = 0.0520306 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297295.0663645 Edm = 0.0166107 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297295.0375078 Edm = 0.0046606 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297295.0345607 Edm = 0.00123811 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297295.0332126 Edm = 0.00013466 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297295.0329388 Edm = 0.000126598 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297295.0317859 Edm = 0.00104131 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297294.9568534 Edm = 0.0782742 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297294.9554573 Edm = 0.0013139 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297294.8892059 Edm = 0.115162 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297294.8867533 Edm = 0.00269375 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297294.8596476 Edm = 0.0258006 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297293.925073 Edm = 0.398583 NCalls = 298 -VariableMetric: Iteration # 84 - FCN = 297293.4163919 Edm = 0.240216 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297292.8069945 Edm = 0.0977627 NCalls = 304 -VariableMetric: Iteration # 86 - FCN = 297292.6973757 Edm = 0.0418803 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297292.6769088 Edm = 0.00121479 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297292.6754342 Edm = 0.000107156 NCalls = 310 -VariableMetric: Iteration # 89 - FCN = 297292.675189 Edm = 9.33988e-05 NCalls = 312 -VariableMetric: Iteration # 90 - FCN = 297292.6748098 Edm = 0.000138563 NCalls = 314 -VariableMetric: Iteration # 91 - FCN = 297292.6732421 Edm = 0.0014245 NCalls = 317 -VariableMetric: Iteration # 92 - FCN = 297292.4001811 Edm = 0.218746 NCalls = 323 -VariableMetric: Iteration # 93 - FCN = 297291.6468064 Edm = 0.228372 NCalls = 328 -VariableMetric: Iteration # 94 - FCN = 297291.5082391 Edm = 0.0795682 NCalls = 330 -VariableMetric: Iteration # 95 - FCN = 297291.4430167 Edm = 0.0107565 NCalls = 331 -VariableMetric: Iteration # 96 - FCN = 297291.4266205 Edm = 0.00241669 NCalls = 333 -VariableMetric: Iteration # 97 - FCN = 297291.4245964 Edm = 0.00136338 NCalls = 335 -VariableMetric: Iteration # 98 - FCN = 297291.4223515 Edm = 0.00103678 NCalls = 337 -VariableMetric: Iteration # 99 - FCN = 297291.4208314 Edm = 6.17326e-05 NCalls = 339 -VariableMetric: After Hessian - FCN = 297291.4208314 Edm = 7.19359 NCalls = 820 -VariableMetric: Iteration # 100 - FCN = 297291.4208314 Edm = 7.19359 NCalls = 820 -VariableMetric: Iteration # 101 - FCN = 297290.9325918 Edm = 24.1163 NCalls = 828 -VariableMetric: Iteration # 102 - FCN = 297290.3118468 Edm = 1.01243 NCalls = 832 -VariableMetric: Iteration # 103 - FCN = 297290.2827282 Edm = 0.207037 NCalls = 835 -VariableMetric: Iteration # 104 - FCN = 297290.0117656 Edm = 0.0377568 NCalls = 837 -VariableMetric: Iteration # 105 - FCN = 297289.5393494 Edm = 0.61527 NCalls = 841 -VariableMetric: Iteration # 106 - FCN = 297289.4779048 Edm = 0.0640099 NCalls = 843 -VariableMetric: Iteration # 107 - FCN = 297289.3068058 Edm = 0.102403 NCalls = 846 -VariableMetric: Iteration # 108 - FCN = 297289.2099481 Edm = 0.00790182 NCalls = 847 -VariableMetric: Iteration # 109 - FCN = 297289.2057631 Edm = 0.043369 NCalls = 849 -VariableMetric: Iteration # 110 - FCN = 297288.9914408 Edm = 0.405517 NCalls = 853 -VariableMetric: Iteration # 111 - FCN = 297286.4250247 Edm = 10.9126 NCalls = 861 -VariableMetric: Iteration # 112 - FCN = 297286.1802581 Edm = 1.60154 NCalls = 865 -VariableMetric: Iteration # 113 - FCN = 297281.8852427 Edm = 3.78803 NCalls = 873 -VariableMetric: Iteration # 114 - FCN = 297281.7842081 Edm = 0.249745 NCalls = 875 -VariableMetric: Iteration # 115 - FCN = 297280.955035 Edm = 1.36667 NCalls = 880 -VariableMetric: Iteration # 116 - FCN = 297279.8784289 Edm = 0.750723 NCalls = 884 -VariableMetric: Iteration # 117 - FCN = 297277.3548102 Edm = 1.29479 NCalls = 887 -VariableMetric: Iteration # 118 - FCN = 297276.4133667 Edm = 0.30355 NCalls = 889 -VariableMetric: Iteration # 119 - FCN = 297276.1010205 Edm = 0.123247 NCalls = 891 -VariableMetric: Iteration # 120 - FCN = 297275.9270962 Edm = 0.0846642 NCalls = 893 -VariableMetric: Iteration # 121 - FCN = 297275.7646378 Edm = 0.0685576 NCalls = 896 -VariableMetric: Iteration # 122 - FCN = 297275.5483038 Edm = 0.0677302 NCalls = 899 -VariableMetric: Iteration # 123 - FCN = 297275.3510999 Edm = 0.101381 NCalls = 901 -VariableMetric: Iteration # 124 - FCN = 297275.2641209 Edm = 0.096653 NCalls = 903 -VariableMetric: Iteration # 125 - FCN = 297275.1042404 Edm = 0.0473977 NCalls = 906 -VariableMetric: Iteration # 126 - FCN = 297275.0108951 Edm = 0.0134602 NCalls = 908 -VariableMetric: Iteration # 127 - FCN = 297274.9888075 Edm = 0.00501525 NCalls = 910 -VariableMetric: Iteration # 128 - FCN = 297274.9840924 Edm = 0.00224117 NCalls = 912 -VariableMetric: Iteration # 129 - FCN = 297274.9818262 Edm = 0.000635947 NCalls = 914 -VariableMetric: Iteration # 130 - FCN = 297274.9803606 Edm = 0.000365157 NCalls = 916 -VariableMetric: Iteration # 131 - FCN = 297274.9792238 Edm = 0.00020877 NCalls = 918 -VariableMetric: Iteration # 132 - FCN = 297274.9788054 Edm = 0.000115484 NCalls = 920 -VariableMetric: Iteration # 133 - FCN = 297274.9784317 Edm = 0.000207942 NCalls = 922 -VariableMetric: Iteration # 134 - FCN = 297274.9778356 Edm = 0.000191914 NCalls = 924 -VariableMetric: Iteration # 135 - FCN = 297274.9769536 Edm = 0.000302085 NCalls = 926 -VariableMetric: Iteration # 136 - FCN = 297274.9760835 Edm = 0.000284299 NCalls = 928 -VariableMetric: Iteration # 137 - FCN = 297274.9743628 Edm = 0.000749065 NCalls = 931 -VariableMetric: Iteration # 138 - FCN = 297274.9711997 Edm = 0.00143974 NCalls = 933 -VariableMetric: Iteration # 139 - FCN = 297274.9680334 Edm = 0.00153452 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297274.9665837 Edm = 0.000547159 NCalls = 937 -VariableMetric: Iteration # 141 - FCN = 297274.9661459 Edm = 0.000632973 NCalls = 939 -VariableMetric: Iteration # 142 - FCN = 297274.9656783 Edm = 0.000226416 NCalls = 942 -VariableMetric: Iteration # 143 - FCN = 297274.9649925 Edm = 0.00018196 NCalls = 945 -VariableMetric: Iteration # 144 - FCN = 297274.9643229 Edm = 0.000281293 NCalls = 948 -VariableMetric: Iteration # 145 - FCN = 297274.9634347 Edm = 0.000648393 NCalls = 951 -VariableMetric: Iteration # 146 - FCN = 297274.9631631 Edm = 0.000505566 NCalls = 953 -VariableMetric: Iteration # 147 - FCN = 297274.9624747 Edm = 0.000236428 NCalls = 955 -VariableMetric: Iteration # 148 - FCN = 297274.9617907 Edm = 0.000200898 NCalls = 957 -VariableMetric: Iteration # 149 - FCN = 297274.9613759 Edm = 0.000128006 NCalls = 959 -VariableMetric: Iteration # 150 - FCN = 297274.9610616 Edm = 8.46684e-05 NCalls = 961 -VariableMetric: Iteration # 151 - FCN = 297274.9608533 Edm = 6.30374e-05 NCalls = 963 -VariableMetric: After Hessian - FCN = 297274.9608533 Edm = 0.000867102 NCalls = 1456 -VariableMetric: Iteration # 152 - FCN = 297274.9608533 Edm = 0.000867102 NCalls = 1456 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311730.7244213 Edm = 17.6184 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311730.7244213 Edm = 17.6184 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311108.9419566 Edm = 91.4663 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 300808.0372931 Edm = 2749.94 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 300808.0372931 Edm = 2749.94 NCalls = 27 -VariableMetric: After Hessian - FCN = 300808.0372931 Edm = 6.59031e+07 NCalls = 498 -VariableMetric: Iteration # 4 - FCN = 300808.0372931 Edm = 6.59031e+07 NCalls = 498 -VariableMetric: Iteration # 5 - FCN = 299600.2354161 Edm = 3.64717e+07 NCalls = 509 -VariableMetric: Iteration # 6 - FCN = 299579.9354833 Edm = 654.171 NCalls = 514 -VariableMetric: Iteration # 7 - FCN = 298807.4939447 Edm = 382.826 NCalls = 518 -VariableMetric: Iteration # 8 - FCN = 298434.8784706 Edm = 10.0738 NCalls = 523 -VariableMetric: Iteration # 9 - FCN = 298430.9795057 Edm = 2.91052 NCalls = 525 -VariableMetric: Iteration # 10 - FCN = 298408.9113193 Edm = 9.12297 NCalls = 529 -VariableMetric: Iteration # 11 - FCN = 297972.3086287 Edm = 135.243 NCalls = 533 -VariableMetric: Iteration # 12 - FCN = 297748.25147 Edm = 29.3151 NCalls = 535 -VariableMetric: Iteration # 13 - FCN = 297694.781854 Edm = 0.525919 NCalls = 538 -VariableMetric: Iteration # 14 - FCN = 297694.1453307 Edm = 0.134257 NCalls = 540 -VariableMetric: Iteration # 15 - FCN = 297692.688588 Edm = 1.77693 NCalls = 543 -VariableMetric: Iteration # 16 - FCN = 297678.293594 Edm = 12.1261 NCalls = 549 -VariableMetric: Iteration # 17 - FCN = 297543.0131502 Edm = 14.8447 NCalls = 553 -VariableMetric: Iteration # 18 - FCN = 297523.0522655 Edm = 0.840623 NCalls = 556 -VariableMetric: Iteration # 19 - FCN = 297522.1987144 Edm = 0.0313712 NCalls = 557 -VariableMetric: Iteration # 20 - FCN = 297522.1396057 Edm = 0.0269975 NCalls = 559 -VariableMetric: Iteration # 21 - FCN = 297519.7598687 Edm = 2.42338 NCalls = 565 -VariableMetric: Iteration # 22 - FCN = 297519.413943 Edm = 0.296667 NCalls = 569 -VariableMetric: Iteration # 23 - FCN = 297486.6350095 Edm = 4.18806 NCalls = 574 -VariableMetric: Iteration # 24 - FCN = 297481.644688 Edm = 0.13596 NCalls = 576 -VariableMetric: Iteration # 25 - FCN = 297481.4256728 Edm = 0.00529917 NCalls = 578 -VariableMetric: Iteration # 26 - FCN = 297481.4141172 Edm = 0.0064233 NCalls = 580 -VariableMetric: Iteration # 27 - FCN = 297481.155848 Edm = 0.270494 NCalls = 585 -VariableMetric: Iteration # 28 - FCN = 297477.0862263 Edm = 1.13022 NCalls = 592 -VariableMetric: Iteration # 29 - FCN = 297469.7785859 Edm = 0.861725 NCalls = 595 -VariableMetric: Iteration # 30 - FCN = 297468.5737731 Edm = 0.0245511 NCalls = 597 -VariableMetric: Iteration # 31 - FCN = 297468.549374 Edm = 0.00167569 NCalls = 598 -VariableMetric: Iteration # 32 - FCN = 297468.5428268 Edm = 0.0056957 NCalls = 600 -VariableMetric: Iteration # 33 - FCN = 297467.7592151 Edm = 0.81856 NCalls = 607 -VariableMetric: Iteration # 34 - FCN = 297467.7494996 Edm = 0.00857553 NCalls = 610 -VariableMetric: Iteration # 35 - FCN = 297465.6324758 Edm = 0.280893 NCalls = 617 -VariableMetric: Iteration # 36 - FCN = 297459.5116422 Edm = 1.60707 NCalls = 620 -VariableMetric: Iteration # 37 - FCN = 297457.5165885 Edm = 0.203038 NCalls = 622 -VariableMetric: Iteration # 38 - FCN = 297457.3394213 Edm = 0.00399023 NCalls = 623 -VariableMetric: Iteration # 39 - FCN = 297457.3359392 Edm = 0.000859276 NCalls = 624 -VariableMetric: Iteration # 40 - FCN = 297457.3324135 Edm = 0.0043367 NCalls = 627 -VariableMetric: Iteration # 41 - FCN = 297457.2060258 Edm = 0.139664 NCalls = 633 -VariableMetric: Iteration # 42 - FCN = 297456.8411743 Edm = 0.32661 NCalls = 640 -VariableMetric: Iteration # 43 - FCN = 297453.1500631 Edm = 0.0635651 NCalls = 643 -VariableMetric: Iteration # 44 - FCN = 297453.0876282 Edm = 0.00124355 NCalls = 644 -VariableMetric: Iteration # 45 - FCN = 297453.0819352 Edm = 0.00461331 NCalls = 646 -VariableMetric: Iteration # 46 - FCN = 297452.4416275 Edm = 0.492215 NCalls = 653 -VariableMetric: Iteration # 47 - FCN = 297442.6534993 Edm = 5.66983 NCalls = 657 -VariableMetric: Iteration # 48 - FCN = 297434.0312257 Edm = 0.656818 NCalls = 660 -VariableMetric: Iteration # 49 - FCN = 297433.4064359 Edm = 0.0295681 NCalls = 662 -VariableMetric: Iteration # 50 - FCN = 297433.3649307 Edm = 0.0055401 NCalls = 664 -VariableMetric: Iteration # 51 - FCN = 297433.3562867 Edm = 0.00142138 NCalls = 666 -VariableMetric: Iteration # 52 - FCN = 297433.3475351 Edm = 0.00677642 NCalls = 669 -VariableMetric: Iteration # 53 - FCN = 297432.9708842 Edm = 0.354048 NCalls = 674 -VariableMetric: Iteration # 54 - FCN = 297425.4210377 Edm = 2.10388 NCalls = 678 -VariableMetric: Iteration # 55 - FCN = 297423.1022576 Edm = 0.0939808 NCalls = 681 -VariableMetric: Iteration # 56 - FCN = 297423.0132638 Edm = 0.0048332 NCalls = 682 -VariableMetric: Iteration # 57 - FCN = 297423.0071914 Edm = 0.000349613 NCalls = 684 -VariableMetric: Iteration # 58 - FCN = 297423.0065521 Edm = 0.000238685 NCalls = 686 -VariableMetric: Iteration # 59 - FCN = 297423.002924 Edm = 0.00295548 NCalls = 689 -VariableMetric: Iteration # 60 - FCN = 297422.9095283 Edm = 0.0789874 NCalls = 693 -VariableMetric: Iteration # 61 - FCN = 297421.8388553 Edm = 0.272557 NCalls = 697 -VariableMetric: Iteration # 62 - FCN = 297421.5710022 Edm = 0.0192955 NCalls = 698 -VariableMetric: Iteration # 63 - FCN = 297421.55216 Edm = 0.0011344 NCalls = 699 -VariableMetric: Iteration # 64 - FCN = 297421.5509949 Edm = 0.000108517 NCalls = 701 -VariableMetric: Iteration # 65 - FCN = 297421.5508277 Edm = 8.24811e-05 NCalls = 703 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305313.5298898 Edm = 10.556 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305313.5298898 Edm = 10.556 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299063.3218774 Edm = 3.99745 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298944.512484 Edm = 97.7377 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298920.0207463 Edm = 0.690483 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298855.6184202 Edm = 39.7298 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298754.4024887 Edm = 4.68959 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298744.070461 Edm = 4.13659 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298672.9268464 Edm = 73.0181 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298592.8481586 Edm = 72.443 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298086.2137617 Edm = 32.5087 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298065.8566401 Edm = 2.28219 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298063.200776 Edm = 0.0997683 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298062.9831726 Edm = 0.131247 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 298048.219129 Edm = 13.6033 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297852.6248349 Edm = 14.3328 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297830.931489 Edm = 0.603927 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297830.3728851 Edm = 0.0347215 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297830.0698695 Edm = 0.323755 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297789.8749309 Edm = 9.65913 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297745.9530238 Edm = 14.8615 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297719.2316957 Edm = 11.7935 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297682.6773175 Edm = 12.864 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297673.2159193 Edm = 7.79002 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297657.86687 Edm = 4.75689 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297650.5575448 Edm = 12.5638 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297640.3785632 Edm = 3.84423 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297639.0075889 Edm = 1.25472 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297637.5238982 Edm = 0.0361406 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297637.4762913 Edm = 0.00354592 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297637.4641854 Edm = 0.00775461 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297637.3746901 Edm = 0.051055 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297636.8587524 Edm = 0.435065 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297613.8605275 Edm = 0.731416 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297612.9550372 Edm = 0.0136185 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297612.9431613 Edm = 0.00167358 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297612.9412207 Edm = 0.000450443 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297612.9370582 Edm = 0.00466811 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297612.6123374 Edm = 0.283459 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297606.9023099 Edm = 0.189611 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297606.692826 Edm = 0.0117801 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297606.6775326 Edm = 0.000935778 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297606.6763514 Edm = 0.000101322 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297606.675773 Edm = 0.000423009 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297606.1244441 Edm = 0.220541 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297604.9788697 Edm = 0.569593 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297604.4678129 Edm = 0.232176 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297604.242709 Edm = 0.0839861 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297604.0089813 Edm = 0.210841 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297603.7939577 Edm = 0.163973 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297603.6869768 Edm = 0.0221096 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297603.6599281 Edm = 0.00368733 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297603.6562166 Edm = 0.00120549 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297603.6551719 Edm = 0.000143221 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297603.6548852 Edm = 0.000116428 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297603.6411833 Edm = 0.0135348 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297601.9392447 Edm = 1.74389 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297601.8558292 Edm = 0.11522 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297601.4259531 Edm = 0.679857 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297599.0959861 Edm = 0.607585 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297598.4898219 Edm = 0.152305 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297598.2935556 Edm = 0.0216133 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297598.2744727 Edm = 0.00117355 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297598.2732143 Edm = 0.000278699 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297598.2719628 Edm = 0.00148911 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297598.1922236 Edm = 0.0799657 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297597.8413578 Edm = 0.02939 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297594.9351451 Edm = 1.43099 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297591.1811381 Edm = 2.16501 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297589.4155314 Edm = 0.926497 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297588.5840162 Edm = 0.153787 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297588.4028659 Edm = 0.0976398 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297588.3370659 Edm = 0.00166559 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297588.335089 Edm = 0.00017673 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297588.3345477 Edm = 0.000106467 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297588.334308 Edm = 9.98957e-05 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297588.3314695 Edm = 0.0028357 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297588.2484159 Edm = 0.0762137 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297587.3883046 Edm = 0.178954 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297587.2525675 Edm = 0.0818369 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297587.1705536 Edm = 0.0255962 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297587.1212754 Edm = 0.00447439 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297587.1161452 Edm = 0.00057243 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297587.1156538 Edm = 0.000102656 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297587.1155604 Edm = 3.80001e-05 NCalls = 267 -VariableMetric: After Hessian - FCN = 297587.1155604 Edm = 11.1329 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297587.1155604 Edm = 11.1329 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297585.6076273 Edm = 11.1534 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297585.4421513 Edm = 764.538 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297584.6834365 Edm = 0.0769433 NCalls = 761 -VariableMetric: Iteration # 88 - FCN = 297584.5275957 Edm = 0.0457216 NCalls = 763 -VariableMetric: Iteration # 89 - FCN = 297584.4119024 Edm = 0.0554113 NCalls = 765 -VariableMetric: Iteration # 90 - FCN = 297584.3546788 Edm = 0.0715435 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297584.2519706 Edm = 0.0413408 NCalls = 771 -VariableMetric: Iteration # 92 - FCN = 297584.1578938 Edm = 0.0462322 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297584.1269211 Edm = 0.0408155 NCalls = 775 -VariableMetric: Iteration # 94 - FCN = 297584.0310622 Edm = 0.0610029 NCalls = 779 -VariableMetric: Iteration # 95 - FCN = 297583.8541945 Edm = 0.157246 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297583.6516725 Edm = 0.253835 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297583.4039862 Edm = 0.165354 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297583.3325884 Edm = 0.0969589 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297583.1673754 Edm = 0.26099 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297583.0401818 Edm = 0.140613 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297582.9110581 Edm = 0.140451 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297582.7808521 Edm = 0.291309 NCalls = 806 -VariableMetric: Iteration # 103 - FCN = 297582.2347589 Edm = 1.57851 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297582.1527031 Edm = 0.18558 NCalls = 813 -VariableMetric: Iteration # 105 - FCN = 297582.0321946 Edm = 0.214385 NCalls = 816 -VariableMetric: Iteration # 106 - FCN = 297581.3171357 Edm = 0.240428 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297581.0353986 Edm = 0.230932 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297580.8418241 Edm = 0.227907 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297580.6586429 Edm = 0.254461 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297579.9555183 Edm = 0.497914 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297579.5902426 Edm = 0.513023 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297578.789239 Edm = 0.145511 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297578.621942 Edm = 0.245019 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297578.5033785 Edm = 0.0941806 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297578.448504 Edm = 0.0461219 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297578.4130977 Edm = 0.0301885 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297578.3317859 Edm = 0.0561501 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297578.2289199 Edm = 0.0438668 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297578.1568352 Edm = 0.0805082 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297578.1005477 Edm = 0.0187114 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297578.064336 Edm = 0.0102522 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297578.0439027 Edm = 0.0067195 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297578.0331923 Edm = 0.00352889 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297578.0295412 Edm = 0.0020648 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297578.0262859 Edm = 0.00112066 NCalls = 869 -VariableMetric: Iteration # 126 - FCN = 297578.0231838 Edm = 0.00101484 NCalls = 871 -VariableMetric: Iteration # 127 - FCN = 297578.0197252 Edm = 0.00176407 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297578.0127299 Edm = 0.00342651 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297578.006735 Edm = 0.00533582 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297577.9797347 Edm = 0.0174348 NCalls = 881 -VariableMetric: Iteration # 131 - FCN = 297577.9541228 Edm = 0.0789953 NCalls = 884 -VariableMetric: Iteration # 132 - FCN = 297577.9214905 Edm = 0.0300462 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297577.8924412 Edm = 0.0671259 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297577.7351153 Edm = 0.112558 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297577.6674495 Edm = 0.0637932 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 297577.5733156 Edm = 0.0968424 NCalls = 901 -VariableMetric: Iteration # 137 - FCN = 297577.5185472 Edm = 0.173314 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297577.4873434 Edm = 0.0278363 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297577.4447558 Edm = 0.0135517 NCalls = 908 -VariableMetric: Iteration # 140 - FCN = 297577.4186131 Edm = 0.0152249 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297577.393217 Edm = 0.0103311 NCalls = 913 -VariableMetric: Iteration # 142 - FCN = 297577.371264 Edm = 0.00592546 NCalls = 916 -VariableMetric: Iteration # 143 - FCN = 297577.3575688 Edm = 0.0124589 NCalls = 918 -VariableMetric: Iteration # 144 - FCN = 297577.3492566 Edm = 0.00691172 NCalls = 921 -VariableMetric: Iteration # 145 - FCN = 297577.3287558 Edm = 0.0125511 NCalls = 924 -VariableMetric: Iteration # 146 - FCN = 297577.319393 Edm = 0.00780285 NCalls = 926 -VariableMetric: Iteration # 147 - FCN = 297577.3054277 Edm = 0.00742825 NCalls = 929 -VariableMetric: Iteration # 148 - FCN = 297577.2955871 Edm = 0.00614491 NCalls = 931 -VariableMetric: Iteration # 149 - FCN = 297577.2903526 Edm = 0.00394727 NCalls = 934 -VariableMetric: Iteration # 150 - FCN = 297577.2839845 Edm = 0.00220205 NCalls = 936 -VariableMetric: Iteration # 151 - FCN = 297577.2819994 Edm = 0.00106997 NCalls = 938 -VariableMetric: Iteration # 152 - FCN = 297577.2808098 Edm = 0.000507382 NCalls = 940 -VariableMetric: Iteration # 153 - FCN = 297577.2782843 Edm = 0.00149187 NCalls = 943 -VariableMetric: Iteration # 154 - FCN = 297577.2699743 Edm = 0.00530422 NCalls = 947 -VariableMetric: Iteration # 155 - FCN = 297577.26161 Edm = 0.00526773 NCalls = 950 -VariableMetric: Iteration # 156 - FCN = 297577.2544824 Edm = 0.00284275 NCalls = 952 -VariableMetric: Iteration # 157 - FCN = 297577.2530617 Edm = 0.000668422 NCalls = 954 -VariableMetric: Iteration # 158 - FCN = 297577.252308 Edm = 9.63326e-05 NCalls = 956 -VariableMetric: Iteration # 159 - FCN = 297577.2521627 Edm = 6.66353e-06 NCalls = 958 -VariableMetric: After Hessian - FCN = 297577.2521627 Edm = 0.212913 NCalls = 1437 -VariableMetric: Iteration # 160 - FCN = 297577.2521627 Edm = 0.212913 NCalls = 1437 -VariableMetric: Iteration # 161 - FCN = 297577.2221847 Edm = 0.160744 NCalls = 1439 -VariableMetric: Iteration # 162 - FCN = 297577.1020921 Edm = 0.0420169 NCalls = 1441 -VariableMetric: Iteration # 163 - FCN = 297577.0842524 Edm = 0.0101345 NCalls = 1443 -VariableMetric: Iteration # 164 - FCN = 297577.0770844 Edm = 0.00546789 NCalls = 1444 -VariableMetric: Iteration # 165 - FCN = 297577.0740307 Edm = 0.00246397 NCalls = 1447 -VariableMetric: Iteration # 166 - FCN = 297577.0667545 Edm = 0.00279367 NCalls = 1451 -VariableMetric: Iteration # 167 - FCN = 297577.0636021 Edm = 0.00160445 NCalls = 1453 -VariableMetric: Iteration # 168 - FCN = 297577.062302 Edm = 0.000503196 NCalls = 1455 -VariableMetric: Iteration # 169 - FCN = 297577.0615801 Edm = 0.000106802 NCalls = 1457 -VariableMetric: Iteration # 170 - FCN = 297577.061471 Edm = 1.64263e-05 NCalls = 1459 -VariableMetric: After Hessian - FCN = 297577.061471 Edm = 2.73588e-05 NCalls = 1954 -VariableMetric: Iteration # 171 - FCN = 297577.061471 Edm = 2.73588e-05 NCalls = 1954 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334377.8740387 Edm = 2393.72 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334377.8740387 Edm = 2393.72 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 332258.4358998 Edm = 572.207 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 332142.9674696 Edm = 14.5131 NCalls = 5 -VariableMetric: Iteration # 3 - FCN = 330294.7145377 Edm = 1424.58 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 320028.4806497 Edm = 20351.3 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 308249.7953979 Edm = 2153.79 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 308106.1424449 Edm = 216.123 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 305886.9107288 Edm = 5318.12 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 305432.9894417 Edm = 977.933 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 305187.2299706 Edm = 350.839 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298295.4968621 Edm = 11.7092 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298272.0484742 Edm = 1.47684 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298258.2762042 Edm = 4.28336 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298238.334089 Edm = 10.2847 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297994.6396118 Edm = 14.9935 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297983.2578239 Edm = 3.25218 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297979.4358102 Edm = 0.150386 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297976.4745427 Edm = 2.64092 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297948.3203556 Edm = 6.43403 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297934.7245911 Edm = 2.49476 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297931.6135243 Edm = 2.23565 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297929.0544789 Edm = 0.809245 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297909.3282519 Edm = 4.33323 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297909.0742236 Edm = 7.41491 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297879.5757204 Edm = 3.06581 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297875.4529198 Edm = 1.50659 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297874.3280153 Edm = 1.22271 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297870.7609393 Edm = 2.0714 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297856.8728149 Edm = 2.09374 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297856.2910168 Edm = 5.2176 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297855.0896286 Edm = 0.134788 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297854.8559353 Edm = 0.09414 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297854.2026781 Edm = 0.369129 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297844.2451658 Edm = 9.11721 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297770.9935388 Edm = 13.8327 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297730.3136963 Edm = 23.8633 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297692.8966343 Edm = 22.3912 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297691.1795377 Edm = 8.00336 NCalls = 150 -VariableMetric: Iteration # 38 - FCN = 297652.2104412 Edm = 6.55209 NCalls = 155 -VariableMetric: Iteration # 39 - FCN = 297636.7260468 Edm = 4.08436 NCalls = 161 -VariableMetric: Iteration # 40 - FCN = 297634.8164672 Edm = 6.67059 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297623.9355449 Edm = 3.37719 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297607.1539415 Edm = 8.32182 NCalls = 169 -VariableMetric: Iteration # 43 - FCN = 297598.8749322 Edm = 7.47886 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297590.0290667 Edm = 3.31839 NCalls = 175 -VariableMetric: Iteration # 45 - FCN = 297588.4122438 Edm = 3.4722 NCalls = 177 -VariableMetric: Iteration # 46 - FCN = 297580.2641639 Edm = 3.53681 NCalls = 181 -VariableMetric: Iteration # 47 - FCN = 297568.3014688 Edm = 4.27903 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297566.3755007 Edm = 3.42125 NCalls = 186 -VariableMetric: Iteration # 49 - FCN = 297562.8716174 Edm = 3.10778 NCalls = 189 -VariableMetric: Iteration # 50 - FCN = 297558.5021274 Edm = 2.6132 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297553.2606278 Edm = 2.8684 NCalls = 194 -VariableMetric: Iteration # 52 - FCN = 297548.7355368 Edm = 1.01016 NCalls = 197 -VariableMetric: Iteration # 53 - FCN = 297547.2565305 Edm = 0.265244 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297547.0150769 Edm = 0.0444321 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297546.5231304 Edm = 0.418575 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297519.5085692 Edm = 12.1466 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297495.1662183 Edm = 31.5452 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297489.9900344 Edm = 1.58214 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297488.7727129 Edm = 0.0454956 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297488.6889713 Edm = 0.0178117 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297488.6262983 Edm = 0.0143319 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297488.5376385 Edm = 0.0502526 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297484.7331509 Edm = 4.96281 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297479.4001283 Edm = 4.54221 NCalls = 237 -VariableMetric: Iteration # 65 - FCN = 297439.8781067 Edm = 8.80702 NCalls = 240 -VariableMetric: Iteration # 66 - FCN = 297432.6635199 Edm = 0.855 NCalls = 242 -VariableMetric: Iteration # 67 - FCN = 297431.6649206 Edm = 0.15904 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297431.4110207 Edm = 0.033079 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297431.3652774 Edm = 0.00461838 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297431.3567316 Edm = 0.00382562 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297431.3407624 Edm = 0.0100602 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297431.2693949 Edm = 0.057318 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297430.2835886 Edm = 0.805174 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297423.5787118 Edm = 4.09969 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297417.3399956 Edm = 2.97784 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297414.602535 Edm = 0.530596 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297414.1429312 Edm = 0.0127325 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297414.1323296 Edm = 0.000749767 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297414.1309253 Edm = 0.000746483 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297414.0913377 Edm = 0.047451 NCalls = 278 -VariableMetric: Iteration # 81 - FCN = 297414.0825082 Edm = 0.00854232 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297413.8592396 Edm = 0.202536 NCalls = 289 -VariableMetric: Iteration # 83 - FCN = 297410.4801102 Edm = 2.07938 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297407.9080785 Edm = 0.155949 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297407.7327768 Edm = 0.00228791 NCalls = 297 -VariableMetric: Iteration # 86 - FCN = 297407.7299051 Edm = 0.000324599 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297407.7287128 Edm = 0.000947643 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297407.7155065 Edm = 0.0139437 NCalls = 306 -VariableMetric: Iteration # 89 - FCN = 297407.532562 Edm = 0.139009 NCalls = 313 -VariableMetric: Iteration # 90 - FCN = 297405.8844229 Edm = 0.492271 NCalls = 316 -VariableMetric: Iteration # 91 - FCN = 297404.7716903 Edm = 0.131753 NCalls = 318 -VariableMetric: Iteration # 92 - FCN = 297404.6279675 Edm = 0.00351271 NCalls = 320 -VariableMetric: Iteration # 93 - FCN = 297404.6240371 Edm = 0.000439465 NCalls = 322 -VariableMetric: Iteration # 94 - FCN = 297404.6233421 Edm = 0.000154307 NCalls = 324 -VariableMetric: Iteration # 95 - FCN = 297404.6227313 Edm = 0.000488765 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297404.589562 Edm = 0.0265986 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297403.4168814 Edm = 0.604893 NCalls = 336 -VariableMetric: Iteration # 98 - FCN = 297401.577868 Edm = 0.0490011 NCalls = 338 -VariableMetric: Iteration # 99 - FCN = 297401.5284153 Edm = 0.00143369 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297401.5267584 Edm = 3.7782e-05 NCalls = 341 -VariableMetric: After Hessian - FCN = 297401.5267584 Edm = 144.206 NCalls = 812 -VariableMetric: Iteration # 101 - FCN = 297401.5267584 Edm = 144.206 NCalls = 812 -VariableMetric: Iteration # 102 - FCN = 297399.1457034 Edm = 655.304 NCalls = 817 -VariableMetric: Iteration # 103 - FCN = 297398.8172758 Edm = 1.97867 NCalls = 821 -VariableMetric: Iteration # 104 - FCN = 297393.7587407 Edm = 0.627743 NCalls = 824 -VariableMetric: Iteration # 105 - FCN = 297392.9765846 Edm = 0.336104 NCalls = 828 -VariableMetric: Iteration # 106 - FCN = 297392.1553025 Edm = 0.137218 NCalls = 830 -VariableMetric: Iteration # 107 - FCN = 297392.0563609 Edm = 0.119275 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297391.8639177 Edm = 0.0249592 NCalls = 834 -VariableMetric: Iteration # 109 - FCN = 297391.8231702 Edm = 0.0134658 NCalls = 836 -VariableMetric: Iteration # 110 - FCN = 297391.7440715 Edm = 0.0281457 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297391.6802308 Edm = 0.00824703 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297391.6609754 Edm = 0.00413106 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297391.62995 Edm = 0.00957845 NCalls = 846 -VariableMetric: Iteration # 114 - FCN = 297391.6068223 Edm = 0.00825916 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297391.4618204 Edm = 0.0264798 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 297391.3810894 Edm = 0.039815 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297391.2601321 Edm = 0.0353725 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297391.1156103 Edm = 0.036867 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297391.0518205 Edm = 0.0111423 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297390.999079 Edm = 0.021113 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297390.9702765 Edm = 0.00636979 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297390.937617 Edm = 0.00765826 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297390.925455 Edm = 0.00123419 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297390.91839 Edm = 0.000995254 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297390.9170697 Edm = 0.000263808 NCalls = 873 -VariableMetric: Iteration # 126 - FCN = 297390.9157563 Edm = 0.000497337 NCalls = 875 -VariableMetric: Iteration # 127 - FCN = 297390.9146726 Edm = 0.000133674 NCalls = 877 -VariableMetric: Iteration # 128 - FCN = 297390.9140085 Edm = 0.000309517 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297390.9127649 Edm = 0.000140225 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297390.9124578 Edm = 5.61722e-05 NCalls = 883 -VariableMetric: After Hessian - FCN = 297390.9124578 Edm = 0.00022501 NCalls = 1360 -VariableMetric: Iteration # 131 - FCN = 297390.9124578 Edm = 0.00022501 NCalls = 1360 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316586.0322696 Edm = 27.6446 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316586.0322696 Edm = 27.6446 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301213.8550624 Edm = 103.205 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301213.8550624 Edm = 103.205 NCalls = 23 -VariableMetric: After Hessian - FCN = 301213.8550624 Edm = 2.96544e+08 NCalls = 498 -VariableMetric: Iteration # 3 - FCN = 301213.8550624 Edm = 2.96544e+08 NCalls = 498 -VariableMetric: Iteration # 4 - FCN = 301213.8550624 Edm = 2.96544e+08 NCalls = 509 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312662.0229942 Edm = 25.9303 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312662.0229942 Edm = 25.9303 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299149.314829 Edm = 146.237 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299149.314829 Edm = 146.237 NCalls = 22 -VariableMetric: After Hessian - FCN = 299149.314829 Edm = 5.73466e+06 NCalls = 493 -VariableMetric: Iteration # 3 - FCN = 299149.314829 Edm = 5.73466e+06 NCalls = 493 -VariableMetric: Iteration # 4 - FCN = 299149.314829 Edm = 5.73466e+06 NCalls = 504 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1274 (1274 total) | -| EDM = 0.00027 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297148.58775958384 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -1.50 | 0.06 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.46 | 0.05 | | | -2 | 2 | | -| 2 | p4415_p | -1.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 2.81 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.740 | 0.029 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 5.98 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.71 | 0.04 | | | -2 | 2 | | -| 11| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 20 | 7 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.10 | 0.16 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -0.04 | 0.34 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.920 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.21 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 18| omega_s | 4.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.395 | 0.021 | | | -2 | 2 | | -| 21| p4415_s | 0.43 | 0.18 | | |0.126447 | 2.35355 | | -| 22| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.51 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.129 0.001 0.009 0.021 0.000 -0.003 -0.011 -0.001 -0.002 0.009 -0.000 -0.001 0.045 -0.005 0.016 -0.027 -0.000 0.002 0.006 0.009 0.031 0.011 -0.034 | -| bplus_2 | -0.129 1.000 -0.337 -0.040 0.010 0.002 0.177 -0.080 0.117 -0.011 0.188 0.000 0.124 0.247 0.020 0.151 -0.103 -0.025 -0.130 0.044 -0.329 0.175 -0.278 -0.144 | -| p4415_p | 0.001 -0.337 1.000 -0.100 0.036 0.001 -0.015 -0.075 -0.021 0.008 0.099 0.004 -0.023 -0.152 0.072 -0.070 0.058 0.013 0.014 0.021 -0.011 -0.071 0.056 0.016 | -| p4040_p | 0.009 -0.040 -0.100 1.000 0.108 0.004 0.022 0.019 -0.032 -0.008 0.012 0.000 -0.036 -0.168 0.275 -0.093 0.119 0.025 -0.001 0.044 -0.080 0.120 0.059 0.190 | -| jpsi_p | 0.021 0.010 0.036 0.108 1.000 0.008 -0.008 0.392 -0.130 0.012 -0.070 0.000 -0.128 -0.093 0.445 0.149 0.289 0.011 0.017 0.020 0.041 -0.039 -0.070 0.194 | -| omega_p | 0.000 0.002 0.001 0.004 0.008 1.000 0.049 0.001 -0.044 0.000 0.015 -0.000 -0.045 -0.001 -0.002 0.003 -0.000 -0.001 -0.168 -0.001 -0.017 0.002 0.044 0.002 | -| rho_s | -0.003 0.177 -0.015 0.022 -0.008 0.049 1.000 0.035 0.243 -0.001 0.340 -0.000 0.232 0.009 0.011 0.025 -0.008 -0.010 -0.553 -0.008 -0.367 0.028 0.085 -0.004 | -| Dbar_p | -0.011 -0.080 -0.075 0.019 0.392 0.001 0.035 1.000 0.025 0.004 -0.076 0.001 0.021 0.041 -0.149 0.165 0.399 0.008 -0.018 0.034 -0.048 0.028 0.060 0.128 | -| phi_p | -0.001 0.117 -0.021 -0.032 -0.130 -0.044 0.243 0.025 1.000 -0.001 0.074 0.000 0.995 0.014 0.033 -0.029 -0.005 0.001 -0.304 0.004 -0.073 -0.007 -0.002 -0.029 | -| p4160_s | -0.002 -0.011 0.008 -0.008 0.012 0.000 -0.001 0.004 -0.001 1.000 0.001 -0.002 -0.001 -0.004 0.015 0.003 0.010 0.000 0.000 0.002 0.000 0.006 0.002 0.003 | -| bplus_1 | 0.009 0.188 0.099 0.012 -0.070 0.015 0.340 -0.076 0.074 0.001 1.000 -0.001 0.062 -0.068 -0.035 -0.022 -0.060 0.021 -0.185 0.015 -0.956 -0.054 -0.058 -0.022 | -| p4160_p | -0.000 0.000 0.004 0.000 0.000 -0.000 -0.000 0.001 0.000 -0.002 -0.001 1.000 0.000 0.008 -0.002 0.002 -0.000 -0.001 0.000 -0.001 0.002 -0.003 -0.001 -0.001 | -| phi_s | -0.001 0.124 -0.023 -0.036 -0.128 -0.045 0.232 0.021 0.995 -0.001 0.062 0.000 1.000 0.015 0.032 -0.031 -0.006 0.001 -0.296 0.005 -0.059 -0.009 0.001 -0.032 | -| p4040_s | 0.045 0.247 -0.152 -0.168 -0.093 -0.001 0.009 0.041 0.014 -0.004 -0.068 0.008 0.015 1.000 -0.137 0.094 -0.144 -0.006 -0.007 -0.051 0.002 -0.088 -0.025 0.072 | -| DDstar_p | -0.005 0.020 0.072 0.275 0.445 -0.002 0.011 -0.149 0.033 0.015 -0.035 -0.002 0.032 -0.137 1.000 0.241 0.196 0.012 -0.011 -0.013 -0.006 0.012 0.015 0.241 | -| psi2s_p | 0.016 0.151 -0.070 -0.093 0.149 0.003 0.025 0.165 -0.029 0.003 -0.022 0.002 -0.031 0.094 0.241 1.000 0.202 0.018 -0.006 0.044 -0.061 -0.031 0.009 -0.343 | -| p3770_p | -0.027 -0.103 0.058 0.119 0.289 -0.000 -0.008 0.399 -0.005 0.010 -0.060 -0.000 -0.006 -0.144 0.196 0.202 1.000 -0.007 0.002 0.016 0.033 -0.009 0.011 -0.077 | -| DDstar_s | -0.000 -0.025 0.013 0.025 0.011 -0.001 -0.010 0.008 0.001 0.000 0.021 -0.001 0.001 -0.006 0.012 0.018 -0.007 1.000 0.004 -0.003 0.010 0.010 -0.001 0.002 | -| omega_s | 0.002 -0.130 0.014 -0.001 0.017 -0.168 -0.553 -0.018 -0.304 0.000 -0.185 0.000 -0.296 -0.007 -0.011 -0.006 0.002 0.004 1.000 0.003 0.191 -0.010 0.199 0.008 | -| Dbar_s | 0.006 0.044 0.021 0.044 0.020 -0.001 -0.008 0.034 0.004 0.002 0.015 -0.001 0.005 -0.051 -0.013 0.044 0.016 -0.003 0.003 1.000 0.008 -0.008 -0.008 0.062 | -| bplus_0 | 0.009 -0.329 -0.011 -0.080 0.041 -0.017 -0.367 -0.048 -0.073 0.000 -0.956 0.002 -0.059 0.002 -0.006 -0.061 0.033 0.010 0.191 0.008 1.000 -0.056 0.024 -0.017 | -| p4415_s | 0.031 0.175 -0.071 0.120 -0.039 0.002 0.028 0.028 -0.007 0.006 -0.054 -0.003 -0.009 -0.088 0.012 -0.031 -0.009 0.010 -0.010 -0.008 -0.056 1.000 0.017 0.062 | -| rho_p | 0.011 -0.278 0.056 0.059 -0.070 0.044 0.085 0.060 -0.002 0.002 -0.058 -0.001 0.001 -0.025 0.015 0.009 0.011 -0.001 0.199 -0.008 0.024 0.017 1.000 0.056 | -| p3770_s | -0.034 -0.144 0.016 0.190 0.194 0.002 -0.004 0.128 -0.029 0.003 -0.022 -0.001 -0.032 0.072 0.241 -0.343 -0.077 0.002 0.008 0.062 -0.017 0.062 0.056 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06149318341490062}), (, {'error': 0.0514440846745956}), (, {'error': 0.45352043695773014}), (, {'error': 0.13928130818265672}), (, {'error': 0.02922378250359703}), (, {'error': 0.24829818885458277}), (, {'error': 0.36866135784245246}), (, {'error': 0.30601683283429537}), (, {'error': 7.294585576291567}), (, {'error': 0.01568589227565037}), (, {'error': 0.038054108177237644}), (, {'error': 0.009485972797811382}), (, {'error': 6.799989354549107}), (, {'error': 0.15650029881263766}), (, {'error': 0.34374356508255133}), (, {'error': 0.03147027549203063}), (, {'error': 0.09979884402404693}), (, {'error': 0.021627656926760108}), (, {'error': 1.090065474070562}), (, {'error': 0.04241112936644259}), (, {'error': 0.02110491988518881}), (, {'error': 0.18328538947723988}), (, {'error': 0.33473291891307033}), (, {'error': 0.23134184619898512})]) -Toy 1/25 -Time taken: 4 min, 55 s -Projected time left: 1 h, 58 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1259 (1259 total) | -| EDM = 1.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297445.9762724061 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.83 | 0.16 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.36 | 0.07 | | | -2 | 2 | | -| 2 | p4415_p | 3.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -3.62 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.697 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.58 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 2.66 | 0.21 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 0.95 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 22.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.89 | 0.16 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -4.04 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 2.163 | 0.026 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 18| omega_s | 9.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.379 | 0.029 | | | -2 | 2 | | -| 21| p4415_s | 0.54 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 0.919 | 0.012 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.723 0.179 0.151 0.245 0.019 0.007 -0.127 -0.024 -0.013 0.101 -0.002 -0.068 0.300 -0.065 -0.007 0.008 0.003 0.004 0.014 -0.001 0.026 0.103 -0.002 | -| bplus_2 | -0.723 1.000 -0.217 -0.108 -0.109 0.016 0.082 0.043 0.080 0.000 0.005 0.002 0.120 -0.029 0.178 0.112 -0.004 -0.008 0.000 -0.003 -0.169 0.248 -0.262 0.001 | -| p4415_p | 0.179 -0.217 1.000 0.009 -0.019 0.028 0.037 -0.047 -0.020 0.009 0.102 -0.000 -0.061 -0.123 -0.093 -0.096 0.001 0.010 0.004 0.004 -0.083 -0.185 0.068 -0.000 | -| p4040_p | 0.151 -0.108 0.009 1.000 -0.041 0.030 0.043 -0.027 -0.019 -0.019 0.062 0.002 -0.059 -0.073 -0.027 -0.129 -0.001 0.015 0.005 0.007 -0.084 0.176 0.061 -0.001 | -| jpsi_p | 0.245 -0.109 -0.019 -0.041 1.000 -0.021 -0.025 0.315 0.020 0.003 -0.122 0.002 0.046 0.055 0.255 0.005 -0.000 0.024 0.002 0.010 0.118 0.015 -0.076 0.003 | -| omega_p | 0.019 0.016 0.028 0.030 -0.021 1.000 0.549 0.009 0.047 0.000 0.224 -0.001 -0.044 -0.010 0.012 0.022 -0.000 -0.001 -0.197 -0.001 -0.239 -0.015 0.009 -0.000 | -| rho_s | 0.007 0.082 0.037 0.043 -0.025 0.549 1.000 0.010 0.061 -0.000 0.415 -0.001 -0.108 -0.019 0.023 0.041 -0.000 -0.002 0.050 -0.001 -0.447 -0.017 0.184 -0.001 | -| Dbar_p | -0.127 0.043 -0.047 -0.027 0.315 0.009 0.010 1.000 -0.002 0.005 -0.089 0.002 -0.018 0.030 -0.023 0.181 -0.004 0.003 0.001 0.006 0.014 0.083 0.028 0.006 | -| phi_p | -0.024 0.080 -0.020 -0.019 0.020 0.047 0.061 -0.002 1.000 -0.000 0.025 0.000 0.378 0.003 0.003 -0.005 -0.000 0.000 0.023 0.000 -0.022 0.012 -0.267 0.000 | -| p4160_s | -0.013 0.000 0.009 -0.019 0.003 0.000 -0.000 0.005 -0.000 1.000 -0.000 -0.002 -0.000 -0.002 0.009 -0.001 -0.000 0.001 0.000 0.000 0.000 -0.006 0.000 0.000 | -| bplus_1 | 0.101 0.005 0.102 0.062 -0.122 0.224 0.415 -0.089 0.025 -0.000 1.000 -0.002 -0.173 -0.067 -0.222 -0.011 0.001 0.005 0.029 0.002 -0.965 -0.159 -0.044 -0.003 | -| p4160_p | -0.002 0.002 -0.000 0.002 0.002 -0.001 -0.001 0.002 0.000 -0.002 -0.002 1.000 0.001 0.008 0.003 0.003 -0.000 -0.000 -0.000 -0.000 0.002 -0.005 -0.001 0.000 | -| phi_s | -0.068 0.120 -0.061 -0.059 0.046 -0.044 -0.108 -0.018 0.378 -0.000 -0.173 0.001 1.000 0.015 -0.002 -0.027 0.000 0.000 -0.007 0.001 0.183 0.038 -0.140 0.001 | -| p4040_s | 0.300 -0.029 -0.123 -0.073 0.055 -0.010 -0.019 0.030 0.003 -0.002 -0.067 0.008 0.015 1.000 -0.036 0.197 0.002 -0.007 -0.002 -0.006 0.057 0.098 -0.005 -0.003 | -| DDstar_p | -0.065 0.178 -0.093 -0.027 0.255 0.012 0.023 -0.023 0.003 0.009 -0.222 0.003 -0.002 -0.036 1.000 0.119 -0.003 0.014 0.001 0.002 0.052 0.088 0.009 0.004 | -| psi2s_p | -0.007 0.112 -0.096 -0.129 0.005 0.022 0.041 0.181 -0.005 -0.001 -0.011 0.003 -0.027 0.197 0.119 1.000 0.007 0.022 0.004 0.017 -0.059 0.096 0.010 0.006 | -| p3770_p | 0.008 -0.004 0.001 -0.001 -0.000 -0.000 -0.000 -0.004 -0.000 -0.000 0.001 -0.000 0.000 0.002 -0.003 0.007 1.000 -0.000 -0.000 -0.000 0.000 0.000 0.000 -0.001 | -| DDstar_s | 0.003 -0.008 0.010 0.015 0.024 -0.001 -0.002 0.003 0.000 0.001 0.005 -0.000 0.000 -0.007 0.014 0.022 -0.000 1.000 -0.000 -0.000 0.001 -0.003 0.000 0.000 | -| omega_s | 0.004 0.000 0.004 0.005 0.002 -0.197 0.050 0.001 0.023 0.000 0.029 -0.000 -0.007 -0.002 0.001 0.004 -0.000 -0.000 1.000 -0.000 -0.030 -0.002 -0.013 -0.000 | -| Dbar_s | 0.014 -0.003 0.004 0.007 0.010 -0.001 -0.001 0.006 0.000 0.000 0.002 -0.000 0.001 -0.006 0.002 0.017 -0.000 -0.000 -0.000 1.000 0.001 -0.003 -0.000 0.000 | -| bplus_0 | -0.001 -0.169 -0.083 -0.084 0.118 -0.239 -0.447 0.014 -0.022 0.000 -0.965 0.002 0.183 0.057 0.052 -0.059 0.000 0.001 -0.030 0.001 1.000 0.073 0.037 0.002 | -| p4415_s | 0.026 0.248 -0.185 0.176 0.015 -0.015 -0.017 0.083 0.012 -0.006 -0.159 -0.005 0.038 0.098 0.088 0.096 0.000 -0.003 -0.002 -0.003 0.073 1.000 -0.043 -0.001 | -| rho_p | 0.103 -0.262 0.068 0.061 -0.076 0.009 0.184 0.028 -0.267 0.000 -0.044 -0.001 -0.140 -0.005 0.009 0.010 0.000 0.000 -0.013 -0.000 0.037 -0.043 1.000 -0.000 | -| p3770_s | -0.002 0.001 -0.000 -0.001 0.003 -0.000 -0.001 0.006 0.000 0.000 -0.003 0.000 0.001 -0.003 0.004 0.006 -0.001 0.000 -0.000 0.000 0.002 -0.001 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1644015584136687}), (, {'error': 0.07102084392473329}), (, {'error': 0.3594914507628042}), (, {'error': 0.1621653097913769}), (, {'error': 0.02545209432917428}), (, {'error': 0.1899125727614308}), (, {'error': 0.3698702858663439}), (, {'error': 0.2055284009206524}), (, {'error': 0.13192095837546436}), (, {'error': 0.018212498511107178}), (, {'error': 0.05740390277778773}), (, {'error': 0.010641639686156612}), (, {'error': 0.9686844495835079}), (, {'error': 0.16108123845656042}), (, {'error': 0.24598881240994008}), (, {'error': 0.02564000523531096}), (, {'error': 0.010853683236131229}), (, {'error': 0.011070468201712147}), (, {'error': 0.8416838140361502}), (, {'error': 0.006681902424444303}), (, {'error': 0.02940708841000428}), (, {'error': 0.18970512218884628}), (, {'error': 0.36186807460243964}), (, {'error': 0.011533014657005014})]) -Toy 2/25 -Time taken: 9 min, 37 s -Projected time left: 1 h, 50 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1284 (1284 total) | -| EDM = 4.65E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297402.9373479334 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -1.50 | 0.05 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.45 | 0.06 | | | -2 | 2 | | -| 2 | p4415_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -3.11 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.669 | 0.029 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.55 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 2.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -5.58 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 21.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.77 | 0.16 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -0.24 | 0.31 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.939 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.90 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.032 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 21| p4415_s | 0.57 | 0.18 | | |0.126447 | 2.35355 | | -| 22| rho_p | 5.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.08 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.104 0.006 -0.005 0.017 -0.000 -0.005 -0.023 -0.002 -0.001 0.007 -0.000 -0.004 0.046 -0.001 0.018 -0.030 0.000 0.000 0.003 0.005 0.023 0.008 -0.026 | -| bplus_2 | -0.104 1.000 -0.273 -0.089 -0.030 0.082 0.277 -0.181 0.082 -0.009 0.316 -0.000 0.083 0.225 0.061 0.174 -0.149 -0.020 0.010 0.018 -0.399 0.191 -0.208 -0.104 | -| p4415_p | 0.006 -0.273 1.000 0.010 -0.003 0.013 -0.001 -0.123 -0.015 0.007 0.117 0.003 -0.040 -0.229 0.068 -0.091 0.036 0.013 0.002 0.012 -0.061 -0.065 0.053 0.017 | -| p4040_p | -0.005 -0.089 0.010 1.000 0.019 0.023 0.019 -0.128 -0.015 -0.006 0.073 -0.004 -0.047 -0.182 0.225 -0.174 0.092 0.020 0.004 0.037 -0.084 0.132 0.056 0.086 | -| jpsi_p | 0.017 -0.030 -0.003 0.019 1.000 -0.005 0.018 0.428 0.014 0.008 -0.128 0.001 0.027 -0.076 0.410 0.075 0.289 0.017 0.003 0.045 0.076 -0.029 -0.055 0.125 | -| omega_p | -0.000 0.082 0.013 0.023 -0.005 1.000 0.535 0.028 0.065 0.000 0.219 -0.000 -0.010 0.005 0.007 0.019 -0.002 -0.002 -0.308 -0.001 -0.231 0.013 0.096 0.008 | -| rho_s | -0.005 0.277 -0.001 0.019 0.018 0.535 1.000 0.011 0.134 -0.001 0.436 -0.001 -0.028 0.012 0.003 0.036 -0.020 -0.005 0.053 -0.003 -0.450 0.021 0.079 -0.010 | -| Dbar_p | -0.023 -0.181 -0.123 -0.128 0.428 0.028 0.011 1.000 -0.012 0.001 -0.100 0.003 -0.054 0.095 -0.139 0.097 0.385 0.011 0.004 0.040 -0.021 0.069 0.086 0.007 | -| phi_p | -0.002 0.082 -0.015 -0.015 0.014 0.065 0.134 -0.012 1.000 -0.000 0.020 0.000 0.604 -0.001 0.007 -0.003 -0.001 0.000 0.024 0.001 -0.013 -0.005 -0.215 -0.013 | -| p4160_s | -0.001 -0.009 0.007 -0.006 0.008 0.000 -0.001 0.001 -0.000 1.000 0.000 -0.002 -0.001 -0.007 0.012 0.001 0.006 0.000 0.000 0.001 0.000 0.004 0.001 0.001 | -| bplus_1 | 0.007 0.316 0.117 0.073 -0.128 0.219 0.436 -0.100 0.020 0.000 1.000 -0.002 -0.138 -0.055 -0.071 -0.005 -0.096 0.013 0.030 0.003 -0.975 -0.052 0.055 -0.015 | -| p4160_p | -0.000 -0.000 0.003 -0.004 0.001 -0.000 -0.001 0.003 0.000 -0.002 -0.002 1.000 0.001 0.009 -0.002 0.003 -0.000 -0.000 -0.000 -0.000 0.002 -0.003 -0.001 -0.001 | -| phi_s | -0.004 0.083 -0.040 -0.047 0.027 -0.010 -0.028 -0.054 0.604 -0.001 -0.138 0.001 1.000 -0.002 -0.002 -0.016 -0.008 0.001 -0.004 0.002 0.156 -0.016 -0.171 -0.035 | -| p4040_s | 0.046 0.225 -0.229 -0.182 -0.076 0.005 0.012 0.095 -0.001 -0.007 -0.055 0.009 -0.002 1.000 -0.121 0.046 -0.103 0.001 0.000 -0.029 -0.009 -0.007 0.002 0.137 | -| DDstar_p | -0.001 0.061 0.068 0.225 0.410 0.007 0.003 -0.139 0.007 0.012 -0.071 -0.002 -0.002 -0.121 1.000 0.200 0.203 0.011 -0.000 -0.013 0.013 -0.003 0.010 0.236 | -| psi2s_p | 0.018 0.174 -0.091 -0.174 0.075 0.019 0.036 0.097 -0.003 0.001 -0.005 0.003 -0.016 0.046 0.200 1.000 0.124 0.017 0.003 0.041 -0.057 -0.022 0.012 -0.384 | -| p3770_p | -0.030 -0.149 0.036 0.092 0.289 -0.002 -0.020 0.385 -0.001 0.006 -0.096 -0.000 -0.008 -0.103 0.203 0.124 1.000 0.001 0.000 0.042 0.056 0.002 0.019 -0.159 | -| DDstar_s | 0.000 -0.020 0.013 0.020 0.017 -0.002 -0.005 0.011 0.000 0.000 0.013 -0.000 0.001 0.001 0.011 0.017 0.001 1.000 -0.000 -0.002 0.002 0.006 -0.001 0.006 | -| omega_s | 0.000 0.010 0.002 0.004 0.003 -0.308 0.053 0.004 0.024 0.000 0.030 -0.000 -0.004 0.000 -0.000 0.003 0.000 -0.000 1.000 -0.000 -0.031 0.002 0.004 0.002 | -| Dbar_s | 0.003 0.018 0.012 0.037 0.045 -0.001 -0.003 0.040 0.001 0.001 0.003 -0.000 0.002 -0.029 -0.013 0.041 0.042 -0.002 -0.000 1.000 0.001 -0.003 -0.002 0.050 | -| bplus_0 | 0.005 -0.399 -0.061 -0.084 0.076 -0.231 -0.450 -0.021 -0.013 0.000 -0.975 0.002 0.156 -0.009 0.013 -0.057 0.056 0.002 -0.031 0.001 1.000 -0.030 -0.085 -0.012 | -| p4415_s | 0.023 0.191 -0.065 0.132 -0.029 0.013 0.021 0.069 -0.005 0.004 -0.052 -0.003 -0.016 -0.007 -0.003 -0.022 0.002 0.006 0.002 -0.003 -0.030 1.000 0.019 0.052 | -| rho_p | 0.008 -0.208 0.053 0.056 -0.055 0.096 0.079 0.086 -0.215 0.001 0.055 -0.001 -0.171 0.002 0.010 0.012 0.019 -0.001 0.004 -0.002 -0.085 0.019 1.000 0.047 | -| p3770_s | -0.026 -0.104 0.017 0.086 0.125 0.008 -0.010 0.007 -0.013 0.001 -0.015 -0.001 -0.035 0.137 0.236 -0.384 -0.159 0.006 0.002 0.050 -0.012 0.052 0.047 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05408784306215919}), (, {'error': 0.05683145099721387}), (, {'error': 0.3538612156544638}), (, {'error': 0.2001239091308451}), (, {'error': 0.028696420556332036}), (, {'error': 0.1887094295736853}), (, {'error': 0.34505706149455895}), (, {'error': 0.32747639706684595}), (, {'error': 0.17811433880032634}), (, {'error': 0.012089233942773947}), (, {'error': 0.06084265397609312}), (, {'error': 0.009380161722579938}), (, {'error': 1.097901618793701}), (, {'error': 0.15621708400308848}), (, {'error': 0.3089855545111191}), (, {'error': 0.031187742731571433}), (, {'error': 0.1087737882667712}), (, {'error': 0.017329860237508488}), (, {'error': 3.232770664733657}), (, {'error': 0.03153104709453944}), (, {'error': 0.03392888869750188}), (, {'error': 0.18389588389403616}), (, {'error': 0.4894212672215268}), (, {'error': 0.23535199462079426})]) -Toy 3/25 -Time taken: 14 min, 26 s -Projected time left: 1 h, 45 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1250 (1250 total) | -| EDM = 3.92E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297289.7942123465 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -1.50 | 0.08 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.47 | 0.05 | | | -2 | 2 | | -| 2 | p4415_p | -1.13 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -3.17 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.581 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.45 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.23 | 0.49 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -3.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.68 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 21.3 | 1.6 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.80 | 0.16 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 3.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 4.01 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 21| p4415_s | 0.72 | 0.18 | | |0.126447 | 2.35355 | | -| 22| rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.18 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.161 -0.005 -0.003 0.017 0.005 0.004 -0.033 0.002 -0.002 0.014 -0.000 -0.003 0.067 -0.004 0.021 -0.043 -0.001 0.001 0.007 0.004 0.041 -0.001 -0.045 | -| bplus_2 | -0.161 1.000 -0.297 -0.067 -0.065 0.016 0.094 -0.171 -0.005 -0.010 0.246 -0.000 0.031 0.224 0.053 0.156 -0.154 -0.039 -0.004 0.040 -0.327 0.081 -0.070 -0.112 | -| p4415_p | -0.005 -0.297 1.000 -0.014 0.044 0.036 0.045 -0.124 -0.002 0.008 0.140 0.003 -0.023 -0.200 0.139 -0.046 0.043 0.021 0.007 0.021 -0.068 0.005 -0.017 0.028 | -| p4040_p | -0.003 -0.067 -0.014 1.000 0.078 0.071 0.097 -0.109 -0.008 -0.005 0.106 -0.003 -0.041 -0.194 0.302 -0.121 0.098 0.039 0.012 0.053 -0.122 0.122 -0.041 0.147 | -| jpsi_p | 0.017 -0.065 0.044 0.078 1.000 -0.020 -0.022 0.442 -0.013 0.013 -0.139 0.001 -0.003 -0.089 0.446 0.167 0.358 0.029 0.000 0.057 0.080 -0.037 0.007 0.203 | -| omega_p | 0.005 0.016 0.036 0.071 -0.020 1.000 0.649 0.101 0.029 0.001 0.355 -0.001 -0.041 0.004 0.005 0.043 0.014 -0.009 -0.215 -0.007 -0.386 0.050 -0.305 0.045 | -| rho_s | 0.004 0.094 0.045 0.097 -0.022 0.649 1.000 0.129 -0.042 0.001 0.570 -0.002 -0.146 0.009 -0.001 0.066 0.008 -0.015 0.091 -0.011 -0.614 0.071 -0.428 0.053 | -| Dbar_p | -0.033 -0.171 -0.124 -0.109 0.442 0.101 0.129 1.000 0.005 0.002 -0.051 0.003 -0.043 0.092 -0.217 0.146 0.449 0.020 0.016 0.067 -0.080 0.017 -0.052 0.062 | -| phi_p | 0.002 -0.005 -0.002 -0.008 -0.013 0.029 -0.042 0.005 1.000 0.000 -0.035 0.000 0.842 -0.002 0.009 -0.008 0.006 0.001 0.005 0.001 0.037 -0.006 0.003 -0.002 | -| p4160_s | -0.002 -0.010 0.008 -0.005 0.013 0.001 0.001 0.002 0.000 1.000 0.001 -0.002 -0.001 -0.008 0.017 0.004 0.009 0.001 0.000 0.002 -0.001 0.008 -0.000 0.004 | -| bplus_1 | 0.014 0.246 0.140 0.106 -0.139 0.355 0.570 -0.051 -0.035 0.001 1.000 -0.002 -0.149 -0.059 -0.044 0.005 -0.093 0.028 0.051 0.007 -0.974 0.020 -0.270 0.010 | -| p4160_p | -0.000 -0.000 0.003 -0.003 0.001 -0.001 -0.002 0.003 0.000 -0.002 -0.002 1.000 0.001 0.009 -0.002 0.002 0.000 -0.001 -0.000 -0.001 0.003 -0.002 0.001 -0.001 | -| phi_s | -0.003 0.031 -0.023 -0.041 -0.003 -0.041 -0.146 -0.043 0.842 -0.001 -0.149 0.001 1.000 -0.000 0.005 -0.023 -0.006 0.003 -0.015 0.003 0.163 -0.027 0.054 -0.029 | -| p4040_s | 0.067 0.224 -0.200 -0.194 -0.089 0.004 0.009 0.092 -0.002 -0.008 -0.059 0.009 -0.000 1.000 -0.154 0.042 -0.117 0.001 0.000 -0.048 -0.002 -0.103 -0.004 0.103 | -| DDstar_p | -0.004 0.053 0.139 0.302 0.446 0.005 -0.001 -0.217 0.009 0.017 -0.044 -0.002 0.005 -0.154 1.000 0.253 0.175 0.019 -0.001 -0.033 0.014 0.006 0.001 0.284 | -| psi2s_p | 0.021 0.156 -0.046 -0.121 0.167 0.043 0.066 0.146 -0.008 0.004 0.005 0.002 -0.023 0.042 0.253 1.000 0.201 0.033 0.007 0.061 -0.071 -0.056 -0.029 -0.331 | -| p3770_p | -0.043 -0.154 0.043 0.098 0.358 0.014 0.008 0.449 0.006 0.009 -0.093 0.000 -0.006 -0.117 0.175 0.201 1.000 -0.003 0.003 0.052 0.041 0.006 -0.001 -0.081 | -| DDstar_s | -0.001 -0.039 0.021 0.039 0.029 -0.009 -0.015 0.020 0.001 0.001 0.028 -0.001 0.003 0.001 0.019 0.033 -0.003 1.000 -0.001 -0.005 0.005 0.019 0.007 0.008 | -| omega_s | 0.001 -0.004 0.007 0.012 0.000 -0.215 0.091 0.016 0.005 0.000 0.051 -0.000 -0.015 0.000 -0.001 0.007 0.003 -0.001 1.000 -0.001 -0.055 0.008 -0.044 0.008 | -| Dbar_s | 0.007 0.040 0.021 0.053 0.057 -0.007 -0.011 0.067 0.001 0.002 0.007 -0.001 0.003 -0.048 -0.033 0.061 0.052 -0.005 -0.001 1.000 0.003 -0.005 0.005 0.081 | -| bplus_0 | 0.004 -0.327 -0.068 -0.122 0.080 -0.386 -0.614 -0.080 0.037 -0.001 -0.974 0.003 0.163 -0.002 0.014 -0.071 0.041 0.005 -0.055 0.003 1.000 -0.076 0.287 -0.042 | -| p4415_s | 0.041 0.081 0.005 0.122 -0.037 0.050 0.071 0.017 -0.006 0.008 0.020 -0.002 -0.027 -0.103 0.006 -0.056 0.006 0.019 0.008 -0.005 -0.076 1.000 -0.030 0.058 | -| rho_p | -0.001 -0.070 -0.017 -0.041 0.007 -0.305 -0.428 -0.052 0.003 -0.000 -0.270 0.001 0.054 -0.004 0.001 -0.029 -0.001 0.007 -0.044 0.005 0.287 -0.030 1.000 -0.020 | -| p3770_s | -0.045 -0.112 0.028 0.147 0.203 0.045 0.053 0.062 -0.002 0.004 0.010 -0.001 -0.029 0.103 0.284 -0.331 -0.081 0.008 0.008 0.081 -0.042 0.058 -0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07882816214738775}), (, {'error': 0.05057064301400671}), (, {'error': 0.2847578569066127}), (, {'error': 0.19686777255545396}), (, {'error': 0.031087994478248504}), (, {'error': 0.220371196528363}), (, {'error': 0.48676767537566007}), (, {'error': 0.3890958723664255}), (, {'error': 0.3293950545732449}), (, {'error': 0.014520268264273606}), (, {'error': 0.05728861005355124}), (, {'error': 0.009271095524539419}), (, {'error': 1.6275358339418222}), (, {'error': 0.15814715882463465}), (, {'error': 0.3985358661891194}), (, {'error': 0.03197318769807023}), (, {'error': 0.11208095424807141}), (, {'error': 0.03506157882319816}), (, {'error': 3.2382433167695277}), (, {'error': 0.05186834759554643}), (, {'error': 0.03305580228177485}), (, {'error': 0.1836524343033799}), (, {'error': 0.46333349591558637}), (, {'error': 0.24033388998490146})]) -Toy 4/25 -Time taken: 19 min, 15 s -Projected time left: 1 h, 40 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1839 (1839 total) | -| EDM = 0.000362 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297174.922548792 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.65 | 0.22 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.37 | 0.06 | | | -2 | 2 | | -| 2 | p4415_p | 4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.59 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -0.07 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -1.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 5.70 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.26 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.740 | 0.026 | | | -2 | 2 | | -| 11| p4160_p | -1.82 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.005 | 0.021 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -2.7 | 3.2 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.48 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.16 | 0.10 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.391 | 0.012 | | | -2 | 2 | | -| 21| p4415_s | 0.88 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.99 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.269 -0.481 0.073 -0.719 -0.032 0.183 0.682 -0.000 -0.053 -0.374 -0.664 -0.081 -0.020 0.703 -0.369 -0.307 -0.167 -0.087 -0.543 -0.303 0.050 -0.009 -0.271 | -| bplus_2 | -0.269 1.000 -0.259 0.021 -0.055 -0.030 0.046 0.118 -0.010 -0.197 -0.285 -0.139 0.091 -0.000 0.185 -0.112 0.026 -0.154 0.034 -0.217 -0.289 0.015 0.044 0.028 | -| p4415_p | -0.481 -0.259 1.000 -0.078 0.644 0.039 -0.199 -0.424 -0.001 0.128 0.524 0.699 0.049 0.017 -0.722 0.491 0.212 0.051 0.074 0.540 0.407 0.009 -0.003 0.256 | -| p4040_p | 0.073 0.021 -0.078 1.000 -0.098 -0.006 0.028 0.060 -0.000 -0.065 -0.071 -0.087 -0.007 -0.149 0.106 -0.067 -0.039 -0.004 -0.011 -0.071 -0.055 -0.022 0.000 -0.041 | -| jpsi_p | -0.719 -0.055 0.644 -0.098 1.000 0.042 -0.222 -0.695 0.002 0.258 0.537 0.825 0.060 0.016 -0.890 0.693 0.392 0.109 0.084 0.523 0.406 0.072 0.000 0.385 | -| omega_p | -0.032 -0.030 0.039 -0.006 0.042 1.000 -0.073 -0.033 -0.011 0.019 0.024 0.043 0.015 0.001 -0.049 0.035 0.011 0.015 0.542 0.033 0.041 0.004 0.001 0.017 | -| rho_s | 0.183 0.046 -0.199 0.028 -0.222 -0.073 1.000 0.137 0.017 -0.081 -0.145 -0.227 0.001 -0.004 0.268 -0.181 -0.034 -0.095 -0.338 -0.212 -0.302 -0.011 -0.095 -0.073 | -| Dbar_p | 0.682 0.118 -0.424 0.060 -0.695 -0.033 0.137 1.000 -0.009 -0.182 -0.344 -0.576 -0.026 -0.008 0.684 -0.470 -0.496 -0.388 -0.048 -0.376 -0.255 -0.110 0.006 -0.173 | -| phi_p | -0.000 -0.010 -0.001 -0.000 0.002 -0.011 0.017 -0.009 1.000 0.002 -0.001 0.000 0.362 0.000 0.003 0.001 0.009 -0.008 -0.050 -0.010 -0.029 0.002 -0.012 0.005 | -| p4160_s | -0.053 -0.197 0.128 -0.065 0.258 0.019 -0.081 -0.182 0.002 1.000 0.228 0.232 0.002 0.021 -0.359 0.222 -0.013 0.072 0.022 0.339 0.171 0.315 -0.007 0.116 | -| bplus_1 | -0.374 -0.285 0.524 -0.071 0.537 0.024 -0.145 -0.344 -0.001 0.228 1.000 0.551 0.050 0.009 -0.648 0.444 0.047 0.263 0.062 0.521 -0.024 0.016 0.009 0.156 | -| p4160_p | -0.664 -0.139 0.699 -0.087 0.825 0.043 -0.227 -0.576 0.000 0.232 0.551 1.000 0.069 0.022 -0.857 0.611 0.369 0.003 0.090 0.555 0.441 0.094 0.001 0.346 | -| phi_s | -0.081 0.091 0.049 -0.007 0.060 0.015 0.001 -0.026 0.362 0.002 0.050 0.069 1.000 0.001 -0.086 0.053 -0.000 0.019 0.026 0.073 0.091 -0.002 -0.011 0.010 | -| p4040_s | -0.020 -0.000 0.017 -0.149 0.016 0.001 -0.004 -0.008 0.000 0.021 0.009 0.022 0.001 1.000 -0.014 0.007 0.016 -0.007 0.002 0.004 0.007 0.000 0.000 0.005 | -| DDstar_p | 0.703 0.185 -0.722 0.106 -0.890 -0.049 0.268 0.684 0.003 -0.359 -0.648 -0.857 -0.086 -0.014 1.000 -0.700 -0.265 -0.090 -0.109 -0.781 -0.529 -0.117 -0.003 -0.310 | -| psi2s_p | -0.369 -0.112 0.491 -0.067 0.693 0.035 -0.181 -0.470 0.001 0.222 0.444 0.611 0.053 0.007 -0.700 1.000 0.296 0.076 0.071 0.390 0.350 0.093 0.000 0.068 | -| p3770_p | -0.307 0.026 0.212 -0.039 0.392 0.011 -0.034 -0.496 0.009 -0.013 0.047 0.369 -0.000 0.016 -0.265 0.296 1.000 0.026 0.009 -0.100 0.046 -0.029 -0.003 0.041 | -| DDstar_s | -0.167 -0.154 0.051 -0.004 0.109 0.015 -0.095 -0.388 -0.008 0.072 0.263 0.003 0.019 -0.007 -0.090 0.076 0.026 1.000 0.033 -0.106 0.200 0.108 -0.002 -0.075 | -| omega_s | -0.087 0.034 0.074 -0.011 0.084 0.542 -0.338 -0.048 -0.050 0.022 0.062 0.090 0.026 0.002 -0.109 0.071 0.009 0.033 1.000 0.087 0.115 0.002 -0.046 0.024 | -| Dbar_s | -0.543 -0.217 0.540 -0.071 0.523 0.033 -0.212 -0.376 -0.010 0.339 0.521 0.555 0.073 0.004 -0.781 0.390 -0.100 -0.106 0.087 1.000 0.441 0.105 0.006 0.054 | -| bplus_0 | -0.303 -0.289 0.407 -0.055 0.406 0.041 -0.302 -0.255 -0.029 0.171 -0.024 0.441 0.091 0.007 -0.529 0.350 0.046 0.200 0.115 0.441 1.000 0.011 0.004 0.118 | -| p4415_s | 0.050 0.015 0.009 -0.022 0.072 0.004 -0.011 -0.110 0.002 0.315 0.016 0.094 -0.002 0.000 -0.117 0.093 -0.029 0.108 0.002 0.105 0.011 1.000 -0.002 0.021 | -| rho_p | -0.009 0.044 -0.003 0.000 0.000 0.001 -0.095 0.006 -0.012 -0.007 0.009 0.001 -0.011 0.000 -0.003 0.000 -0.003 -0.002 -0.046 0.006 0.004 -0.002 1.000 -0.003 | -| p3770_s | -0.271 0.028 0.256 -0.041 0.385 0.017 -0.073 -0.173 0.005 0.116 0.156 0.346 0.010 0.005 -0.310 0.068 0.041 -0.075 0.024 0.054 0.118 0.021 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2211475040603671}), (, {'error': 0.06208695398465447}), (, {'error': 0.32306553877131616}), (, {'error': 11.238221290746374}), (, {'error': 0.06177081479175239}), (, {'error': 0.26494463492404163}), (, {'error': 0.349427522554682}), (, {'error': 0.5763292706542233}), (, {'error': 0.17499066908001204}), (, {'error': 0.15812688970231648}), (, {'error': 0.026231140145959175}), (, {'error': 0.17535545223211146}), (, {'error': 0.9137522778768528}), (, {'error': 0.020605508623300364}), (, {'error': 3.2301498936629653}), (, {'error': 0.04389285418347999}), (, {'error': 0.12598639410823687}), (, {'error': 0.1032667173065428}), (, {'error': 1.0464287707391309}), (, {'error': 0.5767683817927284}), (, {'error': 0.011737369245678142}), (, {'error': 0.1852427367834243}), (, {'error': 0.1223388198241917}), (, {'error': 0.24934348301527764})]) -Toy 5/25 -Time taken: 25 min, 39 s -Projected time left: 1 h, 42 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1562 (1562 total) | -| EDM = 0.000263 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297129.4461754885 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.21 | 0.14 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.015 | 0.074 | | | -2 | 2 | | -| 2 | p4415_p | 4.32 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.79 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.62 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.60 | 0.29 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -2.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -5.45 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 1.361 | 0.021 | | | -2 | 2 | | -| 11| p4160_p | 4.01 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 20.8 | 0.8 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.09 | 0.19 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.87 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.30 | 0.09 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.3 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.670 | 0.011 | | | -2 | 2 | | -| 21| p4415_s | 1.20 | 0.16 | | |0.126447 | 2.35355 | | -| 22| rho_p | -6.03 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.85 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.342 -0.492 -0.487 -0.542 0.002 0.021 -0.577 -0.034 -0.220 -0.267 -0.556 -0.049 -0.250 0.541 -0.286 -0.197 0.264 -0.010 -0.013 -0.274 0.006 0.029 -0.352 | -| bplus_2 | -0.342 1.000 -0.091 -0.035 0.009 0.002 -0.076 -0.073 0.042 -0.052 -0.179 -0.045 0.098 -0.014 0.030 0.000 -0.057 0.033 -0.014 -0.003 -0.173 0.028 -0.194 -0.011 | -| p4415_p | -0.492 -0.091 1.000 0.696 0.793 -0.003 -0.028 0.751 0.054 0.422 0.502 0.803 0.062 0.524 -0.835 0.634 0.361 -0.376 0.018 -0.005 0.517 0.187 -0.006 0.548 | -| p4040_p | -0.487 -0.035 0.696 1.000 0.758 -0.003 -0.028 0.682 0.051 0.623 0.463 0.739 0.058 0.505 -0.792 0.578 0.378 -0.345 0.016 -0.002 0.477 0.247 -0.008 0.510 | -| jpsi_p | -0.542 0.009 0.793 0.758 1.000 -0.003 -0.033 0.834 0.059 0.561 0.514 0.856 0.065 0.663 -0.936 0.745 0.359 -0.430 0.016 0.002 0.526 0.232 -0.014 0.635 | -| omega_p | 0.002 0.002 -0.003 -0.003 -0.003 1.000 0.013 -0.003 0.005 -0.002 -0.002 -0.003 -0.002 -0.002 0.003 -0.002 -0.001 0.002 -0.080 -0.000 -0.002 -0.001 -0.003 -0.002 | -| rho_s | 0.021 -0.076 -0.028 -0.028 -0.033 0.013 1.000 -0.031 -0.082 -0.010 -0.039 -0.035 -0.062 -0.017 0.036 -0.028 -0.024 0.022 -0.163 0.002 -0.069 0.001 0.229 -0.021 | -| Dbar_p | -0.577 -0.073 0.751 0.682 0.834 -0.003 -0.031 1.000 0.061 0.554 0.470 0.796 0.072 0.655 -0.938 0.671 0.340 -0.442 0.016 0.003 0.485 0.251 -0.019 0.514 | -| phi_p | -0.034 0.042 0.054 0.051 0.059 0.005 -0.082 0.061 1.000 0.036 0.050 0.060 0.439 0.044 -0.067 0.051 0.029 -0.029 -0.083 0.000 0.050 0.015 -0.213 0.040 | -| p4160_s | -0.220 -0.052 0.422 0.623 0.561 -0.002 -0.010 0.554 0.036 1.000 0.271 0.516 0.033 0.379 -0.606 0.438 0.250 -0.308 0.011 -0.012 0.277 0.286 0.010 0.411 | -| bplus_1 | -0.267 -0.179 0.502 0.463 0.514 -0.002 -0.039 0.470 0.050 0.271 1.000 0.537 0.058 0.330 -0.553 0.423 0.242 -0.346 0.004 -0.026 -0.057 0.037 -0.050 0.351 | -| p4160_p | -0.556 -0.045 0.803 0.739 0.856 -0.003 -0.035 0.796 0.060 0.516 0.537 1.000 0.072 0.517 -0.895 0.685 0.392 -0.383 0.018 0.002 0.555 0.275 -0.017 0.583 | -| phi_s | -0.049 0.098 0.062 0.058 0.065 -0.002 -0.062 0.072 0.439 0.033 0.058 0.072 1.000 0.047 -0.082 0.061 0.035 -0.038 -0.009 -0.001 0.076 0.010 -0.062 0.040 | -| p4040_s | -0.250 -0.014 0.524 0.505 0.663 -0.002 -0.017 0.655 0.044 0.379 0.330 0.517 0.047 1.000 -0.706 0.538 0.256 -0.358 0.012 -0.011 0.337 0.204 -0.002 0.516 | -| DDstar_p | 0.541 0.030 -0.835 -0.792 -0.936 0.003 0.036 -0.938 -0.067 -0.606 -0.553 -0.895 -0.082 -0.706 1.000 -0.770 -0.386 0.461 -0.019 0.005 -0.570 -0.265 0.022 -0.636 | -| psi2s_p | -0.286 0.000 0.634 0.578 0.745 -0.002 -0.028 0.671 0.051 0.438 0.423 0.685 0.061 0.538 -0.770 1.000 0.347 -0.354 0.014 -0.000 0.436 0.195 -0.017 0.380 | -| p3770_p | -0.197 -0.057 0.361 0.378 0.359 -0.001 -0.024 0.340 0.029 0.250 0.242 0.392 0.035 0.256 -0.386 0.347 1.000 -0.110 0.007 0.036 0.260 0.098 -0.016 0.107 | -| DDstar_s | 0.264 0.033 -0.376 -0.345 -0.430 0.002 0.022 -0.442 -0.029 -0.308 -0.346 -0.383 -0.038 -0.358 0.461 -0.354 -0.110 1.000 -0.012 -0.007 -0.358 -0.167 0.005 -0.265 | -| omega_s | -0.010 -0.014 0.018 0.016 0.016 -0.080 -0.163 0.016 -0.083 0.011 0.004 0.018 -0.009 0.012 -0.019 0.014 0.007 -0.012 1.000 -0.001 0.023 0.002 0.397 0.013 | -| Dbar_s | -0.013 -0.003 -0.005 -0.002 0.002 -0.000 0.002 0.003 0.000 -0.012 -0.026 0.002 -0.001 -0.011 0.005 -0.000 0.036 -0.007 -0.001 1.000 -0.027 -0.009 0.000 0.003 | -| bplus_0 | -0.274 -0.173 0.517 0.477 0.526 -0.002 -0.069 0.485 0.050 0.277 -0.057 0.555 0.076 0.337 -0.570 0.436 0.260 -0.358 0.023 -0.027 1.000 0.036 -0.021 0.365 | -| p4415_s | 0.006 0.028 0.187 0.247 0.232 -0.001 0.001 0.251 0.015 0.286 0.037 0.275 0.010 0.204 -0.265 0.195 0.098 -0.167 0.002 -0.009 0.036 1.000 0.004 0.180 | -| rho_p | 0.029 -0.194 -0.006 -0.008 -0.014 -0.003 0.229 -0.019 -0.213 0.010 -0.050 -0.017 -0.062 -0.002 0.022 -0.017 -0.016 0.005 0.397 0.000 -0.021 0.004 1.000 0.003 | -| p3770_s | -0.352 -0.011 0.548 0.510 0.635 -0.002 -0.021 0.514 0.040 0.411 0.351 0.583 0.040 0.516 -0.636 0.380 0.107 -0.265 0.013 0.003 0.365 0.180 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1413553164683652}), (, {'error': 0.07429084202266445}), (, {'error': 0.27752856310546203}), (, {'error': 0.23860861915425713}), (, {'error': 0.06100265298472829}), (, {'error': 0.07783920134481015}), (, {'error': 0.290227818185404}), (, {'error': 0.7236237480827761}), (, {'error': 0.12582079545217795}), (, {'error': 0.16919290704730128}), (, {'error': 0.020745224756106184}), (, {'error': 0.183533360879232}), (, {'error': 0.8184954352294405}), (, {'error': 0.19205383837989554}), (, {'error': 8.464934471844373}), (, {'error': 0.044389175127554026}), (, {'error': 0.095532667581951}), (, {'error': 0.09412954336071368}), (, {'error': 0.7905959977072805}), (, {'error': 0.08282119473766494}), (, {'error': 0.010535127074999817}), (, {'error': 0.16115722908555108}), (, {'error': 0.17126446327089173}), (, {'error': 0.2525268690053655})]) -Toy 6/25 -Time taken: 31 min, 25 s -Projected time left: 1 h, 39 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1328 (1328 total) | -| EDM = 7.81E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297332.05425385054 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.90 | 0.22 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.26 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | -2.11 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.14 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.596 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.50 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -1.93 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.867 | 0.032 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.84 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 18| omega_s | 8.3 | 1.6 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 21| p4415_s | 1.26 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.678 0.003 -0.282 0.264 0.009 0.020 -0.372 0.002 0.273 0.107 -0.368 -0.047 0.350 0.006 0.230 -0.228 -0.012 -0.012 -0.011 0.015 0.207 0.043 -0.149 | -| bplus_2 | -0.678 1.000 -0.232 0.038 -0.238 -0.031 -0.019 0.071 -0.000 -0.172 -0.150 0.027 0.095 -0.148 0.250 -0.060 0.070 0.021 0.006 0.006 -0.078 0.057 -0.119 0.081 | -| p4415_p | 0.003 -0.232 1.000 0.179 0.001 0.005 0.004 -0.112 0.001 -0.130 0.147 0.309 -0.023 -0.156 -0.164 -0.060 0.017 0.026 -0.003 0.013 -0.034 -0.152 0.021 0.001 | -| p4040_p | -0.282 0.038 0.179 1.000 -0.107 -0.002 -0.010 -0.093 0.002 0.286 0.048 0.269 -0.000 -0.202 0.017 -0.198 0.147 0.039 0.001 0.027 -0.012 -0.032 -0.000 -0.037 | -| jpsi_p | 0.264 -0.238 0.001 -0.107 1.000 -0.029 -0.052 0.192 0.023 0.004 -0.063 -0.072 0.012 0.009 -0.095 -0.004 0.019 0.074 -0.009 0.069 0.127 0.004 -0.024 -0.084 | -| omega_p | 0.009 -0.031 0.005 -0.002 -0.029 1.000 0.016 -0.004 -0.005 0.005 -0.038 -0.002 0.052 0.004 -0.014 -0.004 -0.005 -0.000 0.830 0.000 0.044 -0.001 0.046 -0.002 | -| rho_s | 0.020 -0.019 0.004 -0.010 -0.052 0.016 1.000 0.061 -0.036 0.039 0.340 -0.025 -0.040 0.033 0.088 0.003 -0.005 0.006 -0.252 0.002 -0.414 0.031 -0.004 0.007 | -| Dbar_p | -0.372 0.071 -0.112 -0.093 0.192 -0.004 0.061 1.000 -0.003 -0.082 -0.093 -0.020 -0.021 -0.121 -0.222 -0.065 0.321 -0.006 -0.023 0.041 -0.049 0.040 -0.004 -0.089 | -| phi_p | 0.002 -0.000 0.001 0.002 0.023 -0.005 -0.036 -0.003 1.000 -0.002 -0.022 0.004 -0.644 -0.002 -0.002 0.003 0.004 -0.001 0.025 -0.001 0.027 -0.002 -0.021 0.002 | -| p4160_s | 0.273 -0.172 -0.130 0.286 0.004 0.005 0.039 -0.082 -0.002 1.000 0.038 -0.152 -0.037 0.111 -0.073 -0.050 -0.061 0.002 -0.015 -0.002 -0.045 0.329 0.023 0.012 | -| bplus_1 | 0.107 -0.150 0.147 0.048 -0.063 -0.038 0.340 -0.093 -0.022 0.038 1.000 0.047 -0.092 0.072 -0.218 0.047 -0.131 -0.023 -0.131 -0.008 -0.917 -0.065 -0.106 -0.022 | -| p4160_p | -0.368 0.027 0.309 0.269 -0.072 -0.002 -0.025 -0.020 0.004 -0.152 0.047 1.000 0.006 -0.512 0.003 -0.138 0.164 0.067 0.006 0.042 0.011 -0.105 -0.001 0.000 | -| phi_s | -0.047 0.095 -0.023 -0.000 0.012 0.052 -0.040 -0.021 -0.644 -0.037 -0.092 0.006 1.000 -0.030 -0.011 -0.006 0.003 -0.000 0.057 -0.001 0.103 -0.013 0.050 -0.013 | -| p4040_s | 0.350 -0.148 -0.156 -0.202 0.009 0.004 0.033 -0.121 -0.002 0.111 0.072 -0.512 -0.030 1.000 -0.166 -0.005 -0.164 -0.009 -0.013 -0.008 -0.056 0.198 0.018 0.089 | -| DDstar_p | 0.006 0.250 -0.164 0.017 -0.095 -0.014 0.088 -0.222 -0.002 -0.073 -0.218 0.003 -0.011 -0.166 1.000 -0.125 0.139 0.065 -0.034 0.005 -0.055 -0.026 -0.027 0.076 | -| psi2s_p | 0.230 -0.060 -0.060 -0.198 -0.004 -0.004 0.003 -0.065 0.003 -0.050 0.047 -0.138 -0.006 -0.005 -0.125 1.000 0.008 0.027 -0.005 0.034 -0.014 0.029 -0.000 -0.461 | -| p3770_p | -0.228 0.070 0.017 0.147 0.019 -0.005 -0.005 0.321 0.004 -0.061 -0.131 0.164 0.003 -0.164 0.139 0.008 1.000 0.046 -0.003 0.057 0.052 -0.066 -0.005 -0.218 | -| DDstar_s | -0.012 0.021 0.026 0.039 0.074 -0.000 0.006 -0.006 -0.001 0.002 -0.023 0.067 -0.000 -0.009 0.065 0.027 0.046 1.000 -0.002 -0.003 -0.000 -0.005 -0.002 0.046 | -| omega_s | -0.012 0.006 -0.003 0.001 -0.009 0.830 -0.252 -0.023 0.025 -0.015 -0.131 0.006 0.057 -0.013 -0.034 -0.005 -0.003 -0.002 1.000 -0.000 0.155 -0.012 0.147 -0.006 | -| Dbar_s | -0.011 0.006 0.013 0.027 0.069 0.000 0.002 0.041 -0.001 -0.002 -0.008 0.042 -0.001 -0.008 0.005 0.034 0.057 -0.003 -0.000 1.000 -0.000 -0.001 0.000 0.041 | -| bplus_0 | 0.015 -0.078 -0.034 -0.012 0.127 0.044 -0.414 -0.049 0.027 -0.045 -0.917 0.011 0.103 -0.056 -0.055 -0.014 0.052 -0.000 0.155 -0.000 1.000 -0.024 0.121 -0.013 | -| p4415_s | 0.207 0.057 -0.152 -0.032 0.004 -0.001 0.031 0.040 -0.002 0.329 -0.065 -0.105 -0.013 0.198 -0.026 0.029 -0.066 -0.005 -0.012 -0.001 -0.024 1.000 0.000 0.002 | -| rho_p | 0.043 -0.119 0.021 -0.000 -0.024 0.046 -0.004 -0.004 -0.021 0.023 -0.106 -0.001 0.050 0.018 -0.027 -0.000 -0.005 -0.002 0.147 0.000 0.121 0.000 1.000 0.005 | -| p3770_s | -0.149 0.081 0.001 -0.037 -0.084 -0.002 0.007 -0.089 0.002 0.012 -0.022 0.000 -0.013 0.089 0.076 -0.461 -0.218 0.046 -0.006 0.041 -0.013 0.002 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2195336315193233}), (, {'error': 0.08426575492644717}), (, {'error': 0.17162507831911378}), (, {'error': 0.20010343125026298}), (, {'error': 0.024657720353925328}), (, {'error': 0.399321716125125}), (, {'error': 0.3739173665858466}), (, {'error': 0.3693762221765744}), (, {'error': 0.8472693510123257}), (, {'error': 0.16905010685523703}), (, {'error': 0.06095247086271316}), (, {'error': 0.09129385134304924}), (, {'error': 1.1165967369405028}), (, {'error': 0.17315761189619922}), (, {'error': 0.35727304639375834}), (, {'error': 0.03161178157133282}), (, {'error': 0.10324129143419025}), (, {'error': 0.03590563729015506}), (, {'error': 1.6064342570737917}), (, {'error': 0.026444647760485884}), (, {'error': 0.03181041738764501}), (, {'error': 0.19545162112768044}), (, {'error': 0.47279113434206943}), (, {'error': 0.2270053237562446})]) -Toy 7/25 -Time taken: 36 min, 33 s -Projected time left: 1 h, 33 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1347 (1347 total) | -| EDM = 3.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297074.1408637192 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.49 | 0.22 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.32 | 0.09 | | | -2 | 2 | | -| 2 | p4415_p | 4.38 | 0.25 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 4.01 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.676 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.27 | 0.35 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -4.27 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 11| p4160_p | -2.02 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 17.3 | 1.7 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -1.15 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.925 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.60 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 0.466 | 0.020 | | | -2 | 2 | | -| 21| p4415_s | 0.85 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | 5.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.699 -0.058 -0.300 0.203 0.011 -0.009 -0.310 -0.026 0.266 -0.179 -0.399 -0.041 0.353 -0.121 0.177 -0.253 -0.001 0.012 0.006 -0.005 0.227 0.110 -0.202 | -| bplus_2 | 0.699 1.000 0.206 -0.059 0.102 0.044 -0.048 -0.105 -0.087 0.151 -0.257 -0.075 -0.121 0.122 -0.260 -0.010 -0.121 0.006 0.057 0.004 -0.061 -0.014 0.265 -0.119 | -| p4415_p | -0.058 0.206 1.000 0.129 -0.010 0.008 -0.013 -0.081 -0.020 -0.229 -0.122 0.278 -0.027 -0.237 -0.011 -0.097 0.065 0.018 0.011 0.010 0.011 -0.149 0.047 -0.017 | -| p4040_p | -0.300 -0.059 0.129 1.000 -0.071 -0.001 0.000 -0.038 -0.009 0.293 -0.003 0.244 -0.010 -0.233 0.119 -0.216 0.177 0.019 -0.001 0.017 0.014 0.014 0.004 -0.038 | -| jpsi_p | 0.203 0.102 -0.010 -0.071 1.000 -0.039 0.035 0.251 0.001 -0.046 0.079 0.000 0.010 -0.042 0.223 -0.004 0.102 0.042 -0.049 0.039 -0.043 -0.031 -0.085 -0.020 | -| omega_p | 0.011 0.044 0.008 -0.001 -0.039 1.000 -0.052 -0.007 -0.019 0.006 0.050 -0.004 0.011 0.005 -0.017 -0.006 -0.013 0.000 0.743 0.000 -0.064 -0.000 0.071 -0.003 | -| rho_s | -0.009 -0.048 -0.013 0.000 0.035 -0.052 1.000 0.043 0.047 0.010 -0.183 0.004 0.012 0.006 0.066 0.011 0.032 -0.000 -0.363 0.000 0.272 0.017 0.147 0.019 | -| Dbar_p | -0.310 -0.105 -0.081 -0.038 0.251 -0.007 0.043 1.000 -0.000 -0.096 0.195 0.049 -0.004 -0.115 -0.070 0.005 0.346 0.005 -0.017 0.018 0.031 -0.015 0.019 0.001 | -| phi_p | -0.026 -0.087 -0.020 -0.009 0.001 -0.019 0.047 -0.000 1.000 -0.024 -0.020 -0.003 0.886 -0.020 0.014 -0.007 0.007 0.001 -0.102 0.001 0.019 -0.009 -0.205 -0.013 | -| p4160_s | 0.266 0.151 -0.229 0.293 -0.046 0.006 0.010 -0.096 -0.024 1.000 -0.005 -0.168 -0.035 0.079 -0.086 -0.088 -0.079 0.007 0.004 0.003 0.037 0.295 0.072 -0.002 | -| bplus_1 | -0.179 -0.257 -0.122 -0.003 0.079 0.050 -0.183 0.195 -0.020 -0.005 1.000 0.003 -0.003 0.002 0.342 0.048 0.117 -0.005 0.097 -0.002 -0.840 0.082 0.016 0.075 | -| p4160_p | -0.399 -0.075 0.278 0.244 0.000 -0.004 0.004 0.049 -0.003 -0.168 0.003 1.000 -0.003 -0.555 0.225 -0.130 0.237 0.030 -0.005 0.023 0.012 -0.041 -0.012 0.016 | -| phi_s | -0.041 -0.121 -0.027 -0.010 0.010 0.011 0.012 -0.004 0.886 -0.035 -0.003 -0.003 1.000 -0.028 0.016 -0.008 0.008 0.001 -0.051 0.000 -0.001 -0.013 -0.163 -0.018 | -| p4040_s | 0.353 0.122 -0.237 -0.233 -0.042 0.005 0.006 -0.115 -0.020 0.079 0.002 -0.555 -0.028 1.000 -0.138 -0.038 -0.168 0.006 0.005 0.000 0.021 0.156 0.058 0.078 | -| DDstar_p | -0.121 -0.260 -0.011 0.119 0.223 -0.017 0.066 -0.070 0.014 -0.086 0.342 0.225 0.016 -0.138 1.000 0.026 0.264 0.023 -0.031 0.001 0.017 -0.074 -0.014 0.176 | -| psi2s_p | 0.177 -0.010 -0.097 -0.216 -0.004 -0.006 0.011 0.005 -0.007 -0.088 0.048 -0.130 -0.008 -0.038 0.026 1.000 0.041 0.022 -0.008 0.025 -0.004 -0.002 0.001 -0.438 | -| p3770_p | -0.253 -0.121 0.065 0.177 0.102 -0.013 0.032 0.346 0.007 -0.079 0.117 0.237 0.008 -0.168 0.264 0.041 1.000 0.016 -0.020 0.026 0.032 -0.084 -0.020 -0.190 | -| DDstar_s | -0.001 0.006 0.018 0.019 0.042 0.000 -0.000 0.005 0.001 0.007 -0.005 0.030 0.001 0.006 0.023 0.022 0.016 1.000 0.000 -0.001 0.000 0.001 0.000 0.019 | -| omega_s | 0.012 0.057 0.011 -0.001 -0.049 0.743 -0.363 -0.017 -0.102 0.004 0.097 -0.005 -0.051 0.005 -0.031 -0.008 -0.020 0.000 1.000 0.000 -0.129 -0.004 0.201 -0.008 | -| Dbar_s | 0.006 0.004 0.010 0.017 0.039 0.000 0.000 0.018 0.001 0.003 -0.002 0.023 0.000 0.000 0.001 0.025 0.026 -0.001 0.000 1.000 0.001 0.000 0.001 0.024 | -| bplus_0 | -0.005 -0.061 0.011 0.014 -0.043 -0.064 0.272 0.031 0.019 0.037 -0.840 0.012 -0.001 0.021 0.017 -0.004 0.032 0.000 -0.129 0.001 1.000 0.021 -0.001 0.047 | -| p4415_s | 0.227 -0.014 -0.149 0.014 -0.031 -0.000 0.017 -0.015 -0.009 0.295 0.082 -0.041 -0.013 0.156 -0.074 -0.002 -0.084 0.001 -0.004 0.000 0.021 1.000 0.029 -0.004 | -| rho_p | 0.110 0.265 0.047 0.004 -0.085 0.071 0.147 0.019 -0.205 0.072 0.016 -0.012 -0.163 0.058 -0.014 0.001 -0.020 0.000 0.201 0.001 -0.001 0.029 1.000 0.020 | -| p3770_s | -0.202 -0.119 -0.017 -0.038 -0.020 -0.003 0.019 0.001 -0.013 -0.002 0.075 0.016 -0.018 0.078 0.176 -0.438 -0.190 0.019 -0.008 0.024 0.047 -0.004 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21618121507986854}), (, {'error': 0.08722528496611182}), (, {'error': 0.2459850595841866}), (, {'error': 0.2231416212556816}), (, {'error': 0.026865742697200545}), (, {'error': 0.3463321406690887}), (, {'error': 0.3191561858388866}), (, {'error': 0.2932096148754848}), (, {'error': 0.40727004737000083}), (, {'error': 0.1677795164517769}), (, {'error': 0.040455738084505866}), (, {'error': 0.10806919573908846}), (, {'error': 1.7202133197667946}), (, {'error': 0.17173874791250643}), (, {'error': 0.30159952119986544}), (, {'error': 0.03144426914631371}), (, {'error': 0.10353488910929176}), (, {'error': 0.016598289345134076}), (, {'error': 1.4440319699442385}), (, {'error': 0.01425507740557233}), (, {'error': 0.020021593477312916}), (, {'error': 0.1959960491022376}), (, {'error': 0.34209549220342605}), (, {'error': 0.22876603121227435})]) -Toy 8/25 -Time taken: 41 min, 55 s -Projected time left: 1 h, 28 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1284 (1284 total) | -| EDM = 0.00309 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297181.839502608 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.57 | 0.20 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | -2.09 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.38 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.653 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.39 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.26 | 0.44 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -4.41 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -0.42 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.14 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -1.87 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 17.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.72 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 4.58 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.919 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.59 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 21| p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.37 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.661 -0.016 -0.212 0.249 0.054 0.056 -0.308 0.000 0.217 0.128 -0.347 -0.054 0.350 -0.051 0.233 -0.243 -0.006 0.008 0.000 -0.025 0.202 -0.011 -0.102 | -| bplus_2 | -0.661 1.000 -0.232 -0.022 -0.203 -0.093 -0.073 0.058 -0.004 -0.150 -0.172 -0.016 0.111 -0.092 0.247 -0.045 0.070 0.009 -0.013 0.001 -0.032 0.072 0.002 0.041 | -| p4415_p | -0.016 -0.232 1.000 0.148 -0.005 0.026 0.026 -0.086 0.003 -0.103 0.143 0.310 -0.027 -0.199 -0.149 -0.078 0.041 0.019 0.004 0.012 -0.052 -0.118 -0.005 -0.018 | -| p4040_p | -0.212 -0.022 0.148 1.000 -0.098 0.007 0.008 -0.109 0.001 0.359 0.071 0.119 -0.010 -0.216 -0.027 -0.216 0.121 0.018 0.002 0.014 -0.034 0.035 -0.002 -0.070 | -| jpsi_p | 0.249 -0.203 -0.005 -0.098 1.000 -0.068 -0.087 0.206 -0.032 -0.023 -0.086 -0.049 0.018 0.012 -0.091 -0.013 0.006 0.045 0.001 0.042 0.145 -0.011 0.024 -0.061 | -| omega_p | 0.054 -0.093 0.026 0.007 -0.068 1.000 0.581 0.049 0.083 0.051 0.261 -0.018 0.020 0.042 0.054 0.008 -0.015 0.002 -0.365 0.001 -0.304 0.029 -0.215 0.018 | -| rho_s | 0.056 -0.073 0.026 0.008 -0.087 0.581 1.000 0.078 0.127 0.066 0.453 -0.028 0.035 0.057 0.104 0.014 -0.021 0.003 0.057 0.001 -0.530 0.046 -0.328 0.022 | -| Dbar_p | -0.308 0.058 -0.086 -0.109 0.206 0.049 0.078 1.000 0.013 -0.081 -0.079 -0.004 -0.014 -0.058 -0.143 -0.028 0.291 -0.000 0.005 0.022 -0.054 0.036 -0.026 -0.059 | -| phi_p | 0.000 -0.004 0.003 0.001 -0.032 0.083 0.127 0.013 1.000 0.009 0.081 -0.006 0.572 0.009 0.015 0.000 -0.007 0.001 0.025 0.001 -0.097 0.007 -0.037 0.002 | -| p4160_s | 0.217 -0.150 -0.103 0.359 -0.023 0.051 0.066 -0.081 0.009 1.000 0.063 -0.092 -0.035 -0.058 -0.083 -0.074 -0.042 0.002 0.007 0.000 -0.072 0.309 -0.018 0.016 | -| bplus_1 | 0.128 -0.172 0.143 0.071 -0.086 0.261 0.453 -0.079 0.081 0.063 1.000 0.039 -0.050 0.050 -0.185 0.036 -0.117 -0.011 0.027 -0.004 -0.932 -0.056 -0.170 -0.014 | -| p4160_p | -0.347 -0.016 0.310 0.119 -0.049 -0.018 -0.028 -0.004 -0.006 -0.092 0.039 1.000 0.001 -0.509 0.016 -0.138 0.168 0.035 -0.001 0.023 0.017 -0.072 0.010 -0.052 | -| phi_s | -0.054 0.111 -0.027 -0.010 0.018 0.020 0.035 -0.014 0.572 -0.035 -0.050 0.001 1.000 -0.024 0.000 -0.006 0.004 0.000 -0.004 -0.000 0.050 -0.010 -0.003 -0.017 | -| p4040_s | 0.350 -0.092 -0.199 -0.216 0.012 0.042 0.057 -0.058 0.009 -0.058 0.050 -0.509 -0.024 1.000 -0.142 0.035 -0.154 -0.004 0.005 -0.004 -0.066 0.157 -0.017 0.122 | -| DDstar_p | -0.051 0.247 -0.149 -0.027 -0.091 0.054 0.104 -0.143 0.015 -0.083 -0.185 0.016 0.000 -0.142 1.000 -0.116 0.136 0.033 0.006 0.006 -0.065 -0.019 -0.039 0.058 | -| psi2s_p | 0.233 -0.045 -0.078 -0.216 -0.013 0.008 0.014 -0.028 0.000 -0.074 0.036 -0.138 -0.006 0.035 -0.116 1.000 -0.028 0.018 0.002 0.023 -0.022 0.025 -0.005 -0.428 | -| p3770_p | -0.243 0.070 0.041 0.121 0.006 -0.015 -0.021 0.291 -0.007 -0.042 -0.117 0.168 0.004 -0.154 0.136 -0.028 1.000 0.028 -0.000 0.035 0.059 -0.065 0.006 -0.254 | -| DDstar_s | -0.006 0.009 0.019 0.018 0.045 0.002 0.003 -0.000 0.001 0.002 -0.011 0.035 0.000 -0.004 0.033 0.018 0.028 1.000 0.000 -0.001 0.001 -0.002 -0.001 0.023 | -| omega_s | 0.008 -0.013 0.004 0.002 0.001 -0.365 0.057 0.005 0.025 0.007 0.027 -0.001 -0.004 0.005 0.006 0.002 -0.000 0.000 1.000 -0.000 -0.031 0.003 -0.024 0.003 | -| Dbar_s | 0.000 0.001 0.012 0.014 0.042 0.001 0.001 0.022 0.001 0.000 -0.004 0.023 -0.000 -0.004 0.006 0.023 0.035 -0.001 -0.000 1.000 0.001 -0.001 -0.000 0.022 | -| bplus_0 | -0.025 -0.032 -0.052 -0.034 0.145 -0.304 -0.530 -0.054 -0.097 -0.072 -0.932 0.017 0.050 -0.066 -0.065 -0.022 0.059 0.001 -0.031 0.001 1.000 -0.035 0.198 -0.022 | -| p4415_s | 0.202 0.072 -0.118 0.035 -0.011 0.029 0.046 0.036 0.007 0.309 -0.056 -0.072 -0.010 0.157 -0.019 0.025 -0.065 -0.002 0.003 -0.001 -0.035 1.000 -0.015 0.027 | -| rho_p | -0.011 0.002 -0.005 -0.002 0.024 -0.215 -0.328 -0.026 -0.037 -0.018 -0.170 0.010 -0.003 -0.017 -0.039 -0.005 0.006 -0.001 -0.024 -0.000 0.198 -0.015 1.000 -0.005 | -| p3770_s | -0.102 0.041 -0.018 -0.070 -0.061 0.018 0.022 -0.059 0.002 0.016 -0.014 -0.052 -0.017 0.122 0.058 -0.428 -0.254 0.023 0.003 0.022 -0.022 0.027 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19706438393308512}), (, {'error': 0.07805690410609789}), (, {'error': 0.15187526246662353}), (, {'error': 0.25332257076893594}), (, {'error': 0.02397880210933634}), (, {'error': 0.22838603746670882}), (, {'error': 0.4437490983298001}), (, {'error': 0.30200623592304154}), (, {'error': 0.18769412815737407}), (, {'error': 0.1719471950376833}), (, {'error': 0.0596319668106311}), (, {'error': 0.10232762967615283}), (, {'error': 1.0594080367178282}), (, {'error': 0.17708233806784224}), (, {'error': 0.30092191268448065}), (, {'error': 0.031029228869787318}), (, {'error': 0.09299222404336271}), (, {'error': 0.021116323488181044}), (, {'error': 3.5001604649837663}), (, {'error': 0.016556222021418848}), (, {'error': 0.03196947135231187}), (, {'error': 0.19362624071225865}), (, {'error': 0.3507182476054429}), (, {'error': 0.2301812888288426})]) -Toy 9/25 -Time taken: 47 min, 5 s -Projected time left: 1 h, 23 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1319 (1319 total) | -| EDM = 7.26E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297165.01356358506 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.93 | 0.19 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.36 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | -2.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.623 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.7 | 0.5 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 2.20 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 0.85 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.32 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | 4.48 | 0.08 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 22.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.005 | 0.041 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -1.25 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.932 | 0.030 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.41 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.390 | 0.031 | | | -2 | 2 | | -| 21| p4415_s | 1.12 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.726 0.103 0.014 0.234 0.033 0.035 -0.276 0.008 0.345 0.132 -0.270 -0.055 -0.033 -0.054 0.179 -0.214 -0.004 0.004 0.010 -0.011 0.163 0.000 -0.249 | -| bplus_2 | -0.726 1.000 -0.237 -0.002 -0.173 -0.020 0.004 0.069 -0.011 -0.175 -0.088 0.002 0.096 0.007 0.220 -0.023 0.094 0.000 -0.023 -0.001 -0.110 0.105 -0.015 0.109 | -| p4415_p | 0.103 -0.237 1.000 -0.005 -0.017 0.037 0.056 -0.072 -0.003 -0.139 0.149 0.213 -0.053 0.013 -0.105 -0.079 -0.003 0.018 0.001 0.010 -0.095 -0.128 -0.005 -0.001 | -| p4040_p | 0.014 -0.002 -0.005 1.000 0.006 -0.001 -0.002 0.002 0.000 -0.020 -0.004 -0.002 0.002 -0.465 -0.002 0.015 -0.009 -0.001 -0.000 -0.001 0.004 -0.003 0.000 0.000 | -| jpsi_p | 0.234 -0.173 -0.017 0.006 1.000 -0.046 -0.054 0.285 0.000 0.009 -0.140 -0.030 0.037 -0.004 0.140 -0.021 0.107 0.043 0.017 0.034 0.136 0.009 0.004 -0.025 | -| omega_p | 0.033 -0.020 0.037 -0.001 -0.046 1.000 0.593 0.033 -0.049 0.035 0.263 0.014 -0.085 0.000 0.036 0.020 -0.015 -0.001 -0.672 -0.001 -0.297 0.005 -0.080 0.008 | -| rho_s | 0.035 0.004 0.056 -0.002 -0.054 0.593 1.000 0.052 -0.023 0.050 0.454 0.027 -0.165 0.000 0.066 0.037 -0.022 -0.002 -0.112 -0.002 -0.516 0.010 -0.121 0.015 | -| Dbar_p | -0.276 0.069 -0.072 0.002 0.285 0.033 0.052 1.000 0.002 -0.041 -0.095 0.034 -0.027 0.003 -0.103 0.032 0.348 0.003 -0.003 0.017 -0.024 0.057 -0.006 0.046 | -| phi_p | 0.008 -0.011 -0.003 0.000 0.000 -0.049 -0.023 0.002 1.000 -0.001 -0.035 -0.004 0.389 -0.000 -0.002 -0.005 0.004 0.001 0.058 0.001 0.042 -0.000 -0.013 -0.002 | -| p4160_s | 0.345 -0.175 -0.139 -0.020 0.009 0.035 0.050 -0.041 -0.001 1.000 0.020 -0.142 -0.049 0.025 -0.055 -0.009 -0.092 0.002 0.001 -0.001 -0.044 0.340 -0.004 0.016 | -| bplus_1 | 0.132 -0.088 0.149 -0.004 -0.140 0.263 0.454 -0.095 -0.035 0.020 1.000 0.047 -0.196 0.000 -0.242 0.028 -0.155 -0.004 -0.052 -0.001 -0.942 -0.108 -0.071 -0.062 | -| p4160_p | -0.270 0.002 0.213 -0.002 -0.030 0.014 0.027 0.034 -0.004 -0.142 0.047 1.000 -0.023 0.026 0.090 -0.160 0.167 0.037 0.002 0.024 -0.049 -0.026 -0.003 0.062 | -| phi_s | -0.055 0.096 -0.053 0.002 0.037 -0.085 -0.165 -0.027 0.389 -0.049 -0.196 -0.023 1.000 -0.000 -0.014 -0.023 0.016 0.001 0.005 0.001 0.216 -0.001 0.017 -0.019 | -| p4040_s | -0.033 0.007 0.013 -0.465 -0.004 0.000 0.000 0.003 -0.000 0.025 0.000 0.026 -0.000 1.000 0.011 -0.017 0.020 0.002 0.000 0.002 -0.001 -0.004 -0.000 -0.002 | -| DDstar_p | -0.054 0.220 -0.105 -0.002 0.140 0.036 0.066 -0.103 -0.002 -0.055 -0.242 0.090 -0.014 0.011 1.000 -0.022 0.204 0.028 -0.006 0.005 0.008 0.019 -0.010 0.165 | -| psi2s_p | 0.179 -0.023 -0.079 0.015 -0.021 0.020 0.037 0.032 -0.005 -0.009 0.028 -0.160 -0.023 -0.017 -0.022 1.000 0.058 0.024 0.001 0.026 -0.049 0.054 -0.005 -0.482 | -| p3770_p | -0.214 0.094 -0.003 -0.009 0.107 -0.015 -0.022 0.348 0.004 -0.092 -0.155 0.167 0.016 0.020 0.204 0.058 1.000 0.018 0.003 0.021 0.077 -0.050 0.003 -0.106 | -| DDstar_s | -0.004 0.000 0.018 -0.001 0.043 -0.001 -0.002 0.003 0.001 0.002 -0.004 0.037 0.001 0.002 0.028 0.024 0.018 1.000 -0.000 -0.001 0.004 -0.002 0.000 0.020 | -| omega_s | 0.004 -0.023 0.001 -0.000 0.017 -0.672 -0.112 -0.003 0.058 0.001 -0.052 0.002 0.005 0.000 -0.006 0.001 0.003 -0.000 1.000 0.000 0.058 -0.001 0.008 0.003 | -| Dbar_s | 0.010 -0.001 0.010 -0.001 0.034 -0.001 -0.002 0.017 0.001 -0.001 -0.001 0.024 0.001 0.002 0.005 0.026 0.021 -0.001 0.000 1.000 0.003 -0.002 0.000 0.023 | -| bplus_0 | -0.011 -0.110 -0.095 0.004 0.136 -0.297 -0.516 -0.024 0.042 -0.044 -0.942 -0.049 0.216 -0.001 0.008 -0.049 0.077 0.004 0.058 0.003 1.000 0.021 0.080 -0.006 | -| p4415_s | 0.163 0.105 -0.128 -0.003 0.009 0.005 0.010 0.057 -0.000 0.340 -0.108 -0.026 -0.001 -0.004 0.019 0.054 -0.050 -0.002 -0.001 -0.002 0.021 1.000 -0.001 0.003 | -| rho_p | 0.000 -0.015 -0.005 0.000 0.004 -0.080 -0.121 -0.006 -0.013 -0.004 -0.071 -0.003 0.017 -0.000 -0.010 -0.005 0.003 0.000 0.008 0.000 0.080 -0.001 1.000 -0.001 | -| p3770_s | -0.249 0.109 -0.001 0.000 -0.025 0.008 0.015 0.046 -0.002 0.016 -0.062 0.062 -0.019 -0.002 0.165 -0.482 -0.106 0.020 0.003 0.023 -0.006 0.003 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19272786375228174}), (, {'error': 0.07581977805789841}), (, {'error': 0.1855224907570363}), (, {'error': 8.167855401592012}), (, {'error': 0.025103134279067518}), (, {'error': 0.32136067272837376}), (, {'error': 0.4840577308960485}), (, {'error': 0.27972343458941484}), (, {'error': 0.12298641666939858}), (, {'error': 0.15904076534531697}), (, {'error': 0.058443001884131096}), (, {'error': 0.08349668005438726}), (, {'error': 0.9476166489269229}), (, {'error': 0.0408053060472071}), (, {'error': 0.297470630189272}), (, {'error': 0.02990288979378075}), (, {'error': 0.09999696450364093}), (, {'error': 0.018692827112673782}), (, {'error': 4.383312853962078}), (, {'error': 0.014702903461262767}), (, {'error': 0.03127318820098024}), (, {'error': 0.1973692977866428}), (, {'error': 0.08092502781523114}), (, {'error': 0.231405206075173})]) -Toy 10/25 -Time taken: 52 min, 22 s -Projected time left: 1 h, 18 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1538 (1538 total) | -| EDM = 4.92E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297308.3594880733 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.99 | 0.19 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.48 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | 4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.06 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.725 | 0.030 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 1.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -0.15 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.72 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -6.283 | 0.013 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.9 | 1.3 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.07 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -5.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.18 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.410 | 0.031 | | | -2 | 2 | | -| 21| p4415_s | 0.58 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | 6.07 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.78 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.589 0.016 0.017 -0.299 0.007 0.012 0.423 0.001 -0.008 0.031 -0.002 -0.032 0.299 -0.238 0.314 -0.102 -0.000 -0.000 0.064 0.022 0.196 0.080 -0.069 | -| bplus_2 | -0.589 1.000 -0.231 -0.072 0.210 -0.063 0.102 0.086 -0.009 -0.000 0.155 0.003 0.040 -0.131 -0.096 -0.083 0.016 -0.038 -0.092 -0.017 -0.320 -0.050 -0.263 0.081 | -| p4415_p | 0.016 -0.231 1.000 0.136 0.167 0.012 -0.015 0.092 0.005 0.011 0.187 0.001 -0.011 -0.214 0.253 0.048 0.051 0.015 0.013 0.012 -0.036 -0.045 0.043 0.085 | -| p4040_p | 0.017 -0.072 0.136 1.000 0.300 0.012 -0.025 0.241 0.005 -0.002 0.197 -0.008 -0.006 -0.246 0.372 0.036 0.049 -0.003 0.016 -0.002 -0.046 0.131 0.026 0.223 | -| jpsi_p | -0.299 0.210 0.167 0.300 1.000 -0.004 -0.014 0.167 -0.007 0.010 0.256 -0.006 -0.012 -0.167 0.515 0.206 -0.043 -0.025 -0.004 -0.075 -0.114 -0.035 -0.023 0.187 | -| omega_p | 0.007 -0.063 0.012 0.012 -0.004 1.000 -0.084 0.005 0.032 0.000 -0.083 -0.000 0.062 -0.001 0.025 0.006 -0.001 0.002 0.706 -0.000 0.097 0.001 0.023 0.006 | -| rho_s | 0.012 0.102 -0.015 -0.025 -0.014 -0.084 1.000 -0.025 0.055 -0.002 0.325 0.000 0.001 0.029 -0.095 -0.022 -0.031 -0.014 -0.356 -0.008 -0.398 0.020 0.124 -0.025 | -| Dbar_p | 0.423 0.086 0.092 0.241 0.167 0.005 -0.025 1.000 0.002 0.006 0.043 -0.004 0.014 -0.184 -0.299 0.260 -0.023 -0.026 0.012 0.058 0.008 -0.041 -0.019 0.359 | -| phi_p | 0.001 -0.009 0.005 0.005 -0.007 0.032 0.055 0.002 1.000 -0.000 0.019 -0.000 0.734 0.002 0.003 -0.000 -0.009 -0.001 0.002 -0.002 -0.024 0.003 0.118 -0.001 | -| p4160_s | -0.008 -0.000 0.011 -0.002 0.010 0.000 -0.002 0.006 -0.000 1.000 0.005 -0.002 0.000 -0.011 0.009 0.001 0.004 -0.001 0.001 -0.001 0.001 0.002 -0.000 0.005 | -| bplus_1 | 0.031 0.155 0.187 0.197 0.256 -0.083 0.325 0.043 0.019 0.005 1.000 -0.005 -0.072 -0.068 0.278 0.109 -0.074 0.033 -0.193 0.002 -0.921 -0.010 -0.132 0.029 | -| p4160_p | -0.002 0.003 0.001 -0.008 -0.006 -0.000 0.000 -0.004 -0.000 -0.002 -0.005 1.000 0.000 0.011 -0.009 -0.002 -0.000 -0.001 -0.000 -0.000 0.002 -0.006 -0.001 -0.003 | -| phi_s | -0.032 0.040 -0.011 -0.006 -0.012 0.062 0.001 0.014 0.734 0.000 -0.072 0.000 1.000 -0.017 0.021 -0.002 0.008 0.003 0.068 0.004 0.083 -0.014 0.138 -0.000 | -| p4040_s | 0.299 -0.131 -0.214 -0.246 -0.167 -0.001 0.029 -0.184 0.002 -0.011 -0.068 0.011 -0.017 1.000 -0.052 0.068 -0.172 0.022 -0.011 0.009 -0.003 0.074 0.035 -0.061 | -| DDstar_p | -0.238 -0.096 0.253 0.372 0.515 0.025 -0.095 -0.299 0.003 0.009 0.278 -0.009 0.021 -0.052 1.000 0.208 -0.056 0.047 0.049 -0.054 0.025 0.076 -0.000 0.007 | -| psi2s_p | 0.314 -0.083 0.048 0.036 0.206 0.006 -0.022 0.260 -0.000 0.001 0.109 -0.002 -0.002 0.068 0.208 1.000 0.077 -0.008 0.011 -0.013 -0.007 0.044 0.008 -0.311 | -| p3770_p | -0.102 0.016 0.051 0.049 -0.043 -0.001 -0.031 -0.023 -0.009 0.004 -0.074 -0.000 0.008 -0.172 -0.056 0.077 1.000 -0.044 0.009 -0.079 0.074 -0.062 -0.021 -0.129 | -| DDstar_s | -0.000 -0.038 0.015 -0.003 -0.025 0.002 -0.014 -0.026 -0.001 -0.001 0.033 -0.001 0.003 0.022 0.047 -0.008 -0.044 1.000 0.007 -0.008 0.011 0.013 -0.001 -0.040 | -| omega_s | -0.000 -0.092 0.013 0.016 -0.004 0.706 -0.356 0.012 0.002 0.001 -0.193 -0.000 0.068 -0.011 0.049 0.011 0.009 0.007 1.000 0.003 0.226 -0.007 0.230 0.012 | -| Dbar_s | 0.064 -0.017 0.012 -0.002 -0.075 -0.000 -0.008 0.058 -0.002 -0.001 0.002 -0.000 0.004 0.009 -0.054 -0.013 -0.079 -0.008 0.003 1.000 0.015 -0.001 -0.006 -0.016 | -| bplus_0 | 0.022 -0.320 -0.036 -0.046 -0.114 0.097 -0.398 0.008 -0.024 0.001 -0.921 0.002 0.083 -0.003 0.025 -0.007 0.074 0.011 0.226 0.015 1.000 -0.025 0.132 0.008 | -| p4415_s | 0.196 -0.050 -0.045 0.131 -0.035 0.001 0.020 -0.041 0.003 0.002 -0.010 -0.006 -0.014 0.074 0.076 0.044 -0.062 0.013 -0.007 -0.001 -0.025 1.000 0.027 -0.012 | -| rho_p | 0.080 -0.263 0.043 0.026 -0.023 0.023 0.124 -0.019 0.118 -0.000 -0.132 -0.001 0.138 0.035 -0.000 0.008 -0.021 -0.001 0.230 -0.006 0.132 0.027 1.000 0.006 | -| p3770_s | -0.069 0.081 0.085 0.223 0.187 0.006 -0.025 0.359 -0.001 0.005 0.029 -0.003 -0.000 -0.061 0.007 -0.311 -0.129 -0.040 0.012 -0.016 0.008 -0.012 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19397058940866946}), (, {'error': 0.07901956533003762}), (, {'error': 0.3659124379314802}), (, {'error': 0.16409473720455736}), (, {'error': 0.029781067526408744}), (, {'error': 0.3339362546608453}), (, {'error': 0.35444089916850374}), (, {'error': 0.4657550271935569}), (, {'error': 0.2718553617954922}), (, {'error': 0.013986667155783061}), (, {'error': 0.05770917057723346}), (, {'error': 0.012938011814749295}), (, {'error': 1.2984906196138395}), (, {'error': 0.17580317001193385}), (, {'error': 0.5891641997620742}), (, {'error': 0.03340870337081814}), (, {'error': 0.10838304380492048}), (, {'error': 0.035294736642531244}), (, {'error': 1.4069498951556705}), (, {'error': 0.0394576426037021}), (, {'error': 0.03131173691843259}), (, {'error': 0.19050804154086848}), (, {'error': 0.261993904338806}), (, {'error': 0.24563271014738675})]) -Toy 11/25 -Time taken: 58 min, 17 s -Projected time left: 1 h, 13 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1388 (1388 total) | -| EDM = 0.000143 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297209.58969240676 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -1.34 | 0.25 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.57 | 0.09 | | | -2 | 2 | | -| 2 | p4415_p | -2.2 | 0.9 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -3.42 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.545 | 0.030 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 1.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -5.40 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 23.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.67 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.92 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.415 | 0.030 | | | -2 | 2 | | -| 21| p4415_s | 0.25 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | 5.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.92 | 0.24 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.709 0.218 0.185 -0.414 0.016 -0.028 0.560 -0.013 -0.011 0.096 -0.004 -0.042 0.310 -0.270 0.380 -0.244 -0.009 0.016 0.066 0.068 0.063 0.095 -0.104 | -| bplus_2 | -0.709 1.000 -0.313 -0.142 0.317 -0.034 0.133 -0.180 0.064 0.002 0.142 0.003 0.078 -0.135 0.027 -0.171 0.078 -0.024 -0.059 -0.047 -0.349 0.157 -0.250 0.081 | -| p4415_p | 0.218 -0.313 1.000 0.106 0.036 0.014 -0.002 0.208 -0.013 0.012 0.185 0.000 -0.047 -0.186 0.153 0.073 0.018 0.018 0.009 0.041 -0.051 -0.286 0.074 0.078 | -| p4040_p | 0.185 -0.142 0.106 1.000 0.133 0.008 -0.006 0.278 -0.008 -0.008 0.163 -0.005 -0.032 -0.147 0.246 0.042 -0.000 0.002 0.006 0.024 -0.054 0.108 0.043 0.192 | -| jpsi_p | -0.414 0.317 0.036 0.133 1.000 -0.017 0.017 -0.011 0.001 0.012 0.193 -0.002 -0.020 -0.218 0.533 0.088 0.061 -0.021 -0.024 -0.095 -0.149 -0.084 -0.032 0.200 | -| omega_p | 0.016 -0.034 0.014 0.008 -0.017 1.000 0.248 -0.002 -0.099 -0.000 0.014 -0.000 -0.013 0.006 0.001 0.001 -0.011 -0.001 0.857 -0.003 -0.015 -0.005 0.099 -0.003 | -| rho_s | -0.028 0.133 -0.002 -0.006 0.017 0.248 1.000 -0.051 0.055 -0.001 0.328 -0.000 -0.081 0.017 -0.047 -0.019 -0.025 -0.009 -0.034 -0.013 -0.386 0.013 0.175 -0.023 | -| Dbar_p | 0.560 -0.180 0.208 0.278 -0.011 -0.002 -0.051 1.000 0.001 0.003 0.132 -0.005 0.022 -0.124 -0.290 0.313 -0.186 -0.027 0.013 0.069 0.044 -0.119 -0.012 0.264 | -| phi_p | -0.013 0.064 -0.013 -0.008 0.001 -0.099 0.055 0.001 1.000 0.000 0.048 0.000 0.413 -0.004 0.005 -0.002 0.004 -0.001 -0.144 -0.000 -0.045 0.006 -0.258 -0.003 | -| p4160_s | -0.011 0.002 0.012 -0.008 0.012 -0.000 -0.001 0.003 0.000 1.000 0.006 -0.002 0.001 -0.012 0.013 -0.001 0.007 -0.001 0.000 -0.001 -0.001 -0.008 -0.001 0.006 | -| bplus_1 | 0.096 0.142 0.185 0.163 0.193 0.014 0.328 0.132 0.048 0.006 1.000 -0.003 -0.127 -0.101 0.199 0.111 -0.060 0.024 -0.087 0.018 -0.930 -0.147 -0.061 0.058 | -| p4160_p | -0.004 0.003 0.000 -0.005 -0.002 -0.000 -0.000 -0.005 0.000 -0.002 -0.003 1.000 0.001 0.009 -0.005 -0.002 0.000 -0.000 -0.000 -0.001 0.001 -0.006 -0.001 -0.003 | -| phi_s | -0.042 0.078 -0.047 -0.032 -0.020 -0.013 -0.081 0.022 0.413 0.001 -0.127 0.001 1.000 -0.019 0.013 -0.010 0.021 0.004 0.001 0.009 0.143 0.012 -0.126 -0.001 | -| p4040_s | 0.310 -0.135 -0.186 -0.147 -0.218 0.006 0.017 -0.124 -0.004 -0.012 -0.101 0.009 -0.019 1.000 -0.143 0.126 -0.193 0.013 -0.000 0.008 0.028 0.198 0.034 -0.087 | -| DDstar_p | -0.270 0.027 0.153 0.246 0.533 0.001 -0.047 -0.290 0.005 0.013 0.199 -0.005 0.013 -0.143 1.000 0.146 0.100 0.032 0.013 -0.037 -0.022 -0.055 -0.012 0.090 | -| psi2s_p | 0.380 -0.171 0.073 0.042 0.088 0.001 -0.019 0.313 -0.002 -0.001 0.111 -0.002 -0.010 0.126 0.146 1.000 -0.020 -0.011 0.004 -0.009 -0.002 0.028 0.017 -0.327 | -| p3770_p | -0.244 0.078 0.018 -0.000 0.061 -0.011 -0.025 -0.186 0.004 0.007 -0.060 0.000 0.021 -0.193 0.100 -0.020 1.000 -0.033 -0.003 -0.115 0.053 -0.091 -0.030 -0.181 | -| DDstar_s | -0.009 -0.024 0.018 0.002 -0.021 -0.001 -0.009 -0.027 -0.001 -0.001 0.024 -0.000 0.004 0.013 0.032 -0.011 -0.033 1.000 0.001 -0.008 0.006 -0.007 -0.003 -0.029 | -| omega_s | 0.016 -0.059 0.009 0.006 -0.024 0.857 -0.034 0.013 -0.144 0.000 -0.087 -0.000 0.001 -0.000 0.013 0.004 -0.003 0.001 1.000 0.001 0.100 -0.006 0.136 0.003 | -| Dbar_s | 0.066 -0.047 0.041 0.024 -0.095 -0.003 -0.013 0.069 -0.000 -0.001 0.018 -0.001 0.009 0.008 -0.037 -0.009 -0.115 -0.008 0.001 1.000 0.020 -0.029 -0.008 -0.028 | -| bplus_0 | 0.068 -0.349 -0.051 -0.054 -0.149 -0.015 -0.386 0.044 -0.045 -0.001 -0.930 0.001 0.143 0.028 -0.022 -0.002 0.053 0.006 0.100 0.020 1.000 0.024 0.059 -0.007 | -| p4415_s | 0.063 0.157 -0.286 0.108 -0.084 -0.005 0.013 -0.119 0.006 -0.008 -0.147 -0.006 0.012 0.198 -0.055 0.028 -0.091 -0.007 -0.006 -0.029 0.024 1.000 -0.023 -0.064 | -| rho_p | 0.095 -0.250 0.074 0.043 -0.032 0.099 0.175 -0.012 -0.258 -0.001 -0.061 -0.001 -0.126 0.034 -0.012 0.017 -0.030 -0.003 0.136 -0.008 0.059 -0.023 1.000 -0.002 | -| p3770_s | -0.104 0.081 0.078 0.192 0.200 -0.003 -0.023 0.264 -0.003 0.006 0.058 -0.003 -0.001 -0.087 0.090 -0.327 -0.181 -0.029 0.003 -0.028 -0.007 -0.064 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24561946561305725}), (, {'error': 0.09154404443045783}), (, {'error': 0.8613317178509166}), (, {'error': 0.24572318113219316}), (, {'error': 0.029688551241640493}), (, {'error': 0.4315457747554494}), (, {'error': 0.35570589647854656}), (, {'error': 0.490870200865301}), (, {'error': 0.1377042005930944}), (, {'error': 0.014491731339169422}), (, {'error': 0.05636118266074286}), (, {'error': 0.011040562306817492}), (, {'error': 0.9415575835252774}), (, {'error': 0.17874904177146508}), (, {'error': 0.4780131269694481}), (, {'error': 0.03419906356583713}), (, {'error': 0.10639689330450253}), (, {'error': 0.029015702258957665}), (, {'error': 4.018027889772491}), (, {'error': 0.04524101689447013}), (, {'error': 0.030258396434339807}), (, {'error': 0.19826989319259458}), (, {'error': 0.342084295622084}), (, {'error': 0.24060197787931625})]) -Toy 12/25 -Time taken: 1 h, 3 min -Projected time left: 1 h, 9 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1361 (1361 total) | -| EDM = 0.00378 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297080.14075130294 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.88 | 0.20 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.35 | 0.09 | | | -2 | 2 | | -| 2 | p4415_p | 4.15 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 4.24 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.659 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -0.64 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.51 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -2.01 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 17.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.93 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.903 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.86 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 18| omega_s | 4.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.29 | 0.07 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.43 | 0.04 | | | -2 | 2 | | -| 21| p4415_s | 1.39 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | 5.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.58 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.689 -0.004 -0.324 0.322 0.000 -0.041 -0.001 0.007 0.306 0.050 -0.357 -0.062 0.342 -0.079 0.213 -0.200 -0.009 0.001 -0.058 0.018 0.227 0.120 -0.164 | -| bplus_2 | -0.689 1.000 -0.237 0.021 -0.233 0.001 0.204 0.002 -0.011 -0.165 0.025 -0.025 0.088 -0.143 0.254 -0.055 0.068 0.017 -0.069 0.008 -0.215 0.079 -0.224 0.045 | -| p4415_p | -0.004 -0.237 1.000 0.178 0.059 0.000 -0.025 0.008 0.006 -0.140 0.129 0.311 -0.028 -0.136 -0.254 -0.041 0.059 0.008 0.004 -0.020 -0.032 -0.153 0.053 0.005 | -| p4040_p | -0.324 0.021 0.178 1.000 -0.061 -0.000 -0.005 0.015 -0.000 0.253 0.056 0.300 -0.002 -0.210 -0.065 -0.190 0.193 0.018 0.002 -0.023 -0.018 -0.033 -0.001 -0.049 | -| jpsi_p | 0.322 -0.233 0.059 -0.061 1.000 -0.000 -0.013 0.046 -0.031 0.021 0.000 -0.027 0.032 0.045 -0.199 0.027 -0.080 0.045 0.008 0.008 0.119 -0.021 -0.099 -0.056 | -| omega_p | 0.000 0.001 0.000 -0.000 -0.000 1.000 0.018 0.000 0.002 0.000 0.006 -0.000 -0.002 0.000 0.002 0.000 -0.000 0.000 -0.074 0.000 -0.006 0.000 0.021 0.000 | -| rho_s | -0.041 0.204 -0.025 -0.005 -0.013 0.018 1.000 0.000 0.034 -0.007 0.408 -0.021 -0.046 0.001 0.101 0.004 -0.017 0.006 -0.558 0.006 -0.456 0.018 0.118 -0.007 | -| Dbar_p | -0.001 0.002 0.008 0.015 0.046 0.000 0.000 1.000 0.001 -0.001 -0.006 0.024 -0.001 -0.004 0.011 0.023 0.041 -0.001 -0.000 -0.010 0.000 0.001 0.002 0.023 | -| phi_p | 0.007 -0.011 0.006 -0.000 -0.031 0.002 0.034 0.001 1.000 0.011 0.060 -0.003 0.409 0.011 0.011 0.001 -0.010 0.001 -0.032 0.002 -0.070 0.004 0.115 0.003 | -| p4160_s | 0.306 -0.165 -0.140 0.253 0.021 0.000 -0.007 -0.001 0.011 1.000 0.008 -0.165 -0.040 0.179 -0.094 -0.028 -0.071 -0.002 -0.006 -0.007 -0.032 0.334 0.080 0.026 | -| bplus_1 | 0.050 0.025 0.129 0.056 0.000 0.006 0.408 -0.006 0.060 0.008 1.000 0.080 -0.099 0.047 -0.189 0.056 -0.075 -0.018 -0.205 -0.010 -0.943 -0.073 0.096 -0.011 | -| p4160_p | -0.357 -0.025 0.311 0.300 -0.027 -0.000 -0.021 0.024 -0.003 -0.165 0.080 1.000 0.003 -0.483 -0.138 -0.121 0.181 0.033 0.010 -0.018 0.002 -0.082 -0.012 -0.010 | -| phi_s | -0.062 0.088 -0.028 -0.002 0.032 -0.002 -0.046 -0.001 0.409 -0.040 -0.099 0.003 1.000 -0.035 -0.015 -0.006 0.017 -0.001 0.049 -0.003 0.104 -0.009 0.056 -0.015 | -| p4040_s | 0.342 -0.143 -0.136 -0.210 0.045 0.000 0.001 -0.004 0.011 0.179 0.047 -0.483 -0.035 1.000 -0.194 0.003 -0.131 -0.009 -0.009 -0.014 -0.051 0.211 0.068 0.099 | -| DDstar_p | -0.079 0.254 -0.254 -0.065 -0.199 0.002 0.101 0.011 0.011 -0.094 -0.189 -0.138 -0.015 -0.194 1.000 -0.206 0.133 0.039 -0.047 -0.040 -0.078 0.007 0.034 -0.014 | -| psi2s_p | 0.213 -0.055 -0.041 -0.190 0.027 0.000 0.004 0.023 0.001 -0.028 0.056 -0.121 -0.006 0.003 -0.206 1.000 -0.021 0.012 -0.004 -0.023 -0.021 0.034 0.006 -0.455 | -| p3770_p | -0.200 0.068 0.059 0.193 -0.080 -0.000 -0.017 0.041 -0.010 -0.071 -0.075 0.181 0.017 -0.131 0.133 -0.021 1.000 0.037 0.011 0.027 0.066 -0.101 -0.039 -0.207 | -| DDstar_s | -0.009 0.017 0.008 0.018 0.045 0.000 0.006 -0.001 0.001 -0.002 -0.018 0.033 -0.001 -0.009 0.039 0.012 0.037 1.000 -0.003 -0.001 -0.003 -0.001 0.003 0.023 | -| omega_s | 0.001 -0.069 0.004 0.002 0.008 -0.074 -0.558 -0.000 -0.032 -0.006 -0.205 0.010 0.049 -0.009 -0.047 -0.004 0.011 -0.003 1.000 -0.003 0.226 -0.010 -0.027 -0.000 | -| Dbar_s | -0.058 0.008 -0.020 -0.023 0.008 0.000 0.006 -0.010 0.002 -0.007 -0.010 -0.018 -0.003 -0.014 -0.040 -0.023 0.027 -0.001 -0.003 1.000 -0.007 0.009 0.007 -0.028 | -| bplus_0 | 0.018 -0.215 -0.032 -0.018 0.119 -0.006 -0.456 0.000 -0.070 -0.032 -0.943 0.002 0.104 -0.051 -0.078 -0.021 0.066 -0.003 0.226 -0.007 1.000 -0.013 -0.121 -0.012 | -| p4415_s | 0.227 0.079 -0.153 -0.033 -0.021 0.000 0.018 0.001 0.004 0.334 -0.073 -0.082 -0.009 0.211 0.007 0.034 -0.101 -0.001 -0.010 0.009 -0.013 1.000 0.018 0.016 | -| rho_p | 0.120 -0.224 0.053 -0.001 -0.099 0.021 0.118 0.002 0.115 0.080 0.096 -0.012 0.056 0.068 0.034 0.006 -0.039 0.003 -0.027 0.007 -0.121 0.018 1.000 0.025 | -| p3770_s | -0.164 0.045 0.005 -0.049 -0.056 0.000 -0.007 0.023 0.003 0.026 -0.011 -0.010 -0.015 0.099 -0.014 -0.455 -0.207 0.023 -0.000 -0.028 -0.012 0.016 0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.20359854621714357}), (, {'error': 0.08800499541112705}), (, {'error': 0.15858937157898012}), (, {'error': 0.2017740905831351}), (, {'error': 0.023988251873245048}), (, {'error': 0.06721690235018762}), (, {'error': 0.34791831238616394}), (, {'error': 0.062143366273818224}), (, {'error': 0.15394925492983935}), (, {'error': 0.17488691525673694}), (, {'error': 0.06462693322172419}), (, {'error': 0.09010962491165841}), (, {'error': 0.951104970065245}), (, {'error': 0.17539605879696657}), (, {'error': 0.33529756263041266}), (, {'error': 0.03145232533504405}), (, {'error': 0.0873226690108515}), (, {'error': 0.024262362797420944}), (, {'error': 0.9788296374339409}), (, {'error': 0.06862321737390342}), (, {'error': 0.035498197383687424}), (, {'error': 0.1993643778378721}), (, {'error': 0.46282760088166786}), (, {'error': 0.22804717529421747})]) -Toy 13/25 -Time taken: 1 h, 9 min -Projected time left: 1 h, 4 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1382 (1382 total) | -| EDM = 7.35E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297289.6889194083 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.25 | 0.21 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.17 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | -2.36 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 4.18 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.618 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -4.44 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -5.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.62 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 11| p4160_p | -2.18 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.7 | 2.4 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.35 | 0.16 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.50 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 18| omega_s | 8.0 | 1.7 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 0.464 | 0.020 | | | -2 | 2 | | -| 21| p4415_s | 1.43 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.681 -0.016 -0.357 0.243 -0.009 0.002 -0.336 -0.011 0.280 -0.182 -0.375 -0.024 0.308 -0.089 0.220 -0.238 -0.003 -0.022 0.002 -0.001 0.176 0.022 -0.124 | -| bplus_2 | 0.681 1.000 0.176 -0.087 0.140 -0.029 0.009 -0.091 -0.063 0.122 -0.344 -0.058 -0.096 0.111 -0.255 0.009 -0.104 0.006 -0.060 0.004 0.035 -0.128 0.059 -0.081 | -| p4415_p | -0.016 0.176 1.000 0.197 -0.022 -0.010 0.001 -0.106 -0.022 -0.178 -0.090 0.293 -0.029 -0.176 0.001 -0.105 0.054 0.036 -0.016 0.017 0.026 -0.203 0.012 -0.013 | -| p4040_p | -0.357 -0.087 0.197 1.000 -0.064 -0.004 0.002 -0.027 -0.011 0.198 0.013 0.389 -0.011 -0.222 0.191 -0.201 0.208 0.032 -0.003 0.025 0.016 -0.073 -0.002 -0.073 | -| jpsi_p | 0.243 0.140 -0.022 -0.064 1.000 -0.019 0.001 0.176 -0.034 -0.019 0.078 -0.026 -0.024 -0.040 0.190 -0.020 0.056 0.059 -0.011 0.048 -0.061 -0.010 -0.020 -0.021 | -| omega_p | -0.009 -0.029 -0.010 -0.004 -0.019 1.000 0.452 0.011 0.064 -0.002 -0.054 -0.004 0.079 -0.005 0.023 -0.005 0.007 0.001 0.844 0.001 0.082 0.008 -0.022 -0.002 | -| rho_s | 0.002 0.009 0.001 0.002 0.001 0.452 1.000 0.045 -0.012 0.023 -0.154 0.004 -0.015 0.012 0.066 0.004 0.030 0.000 0.150 0.001 0.250 0.025 0.032 0.018 | -| Dbar_p | -0.336 -0.091 -0.106 -0.027 0.176 0.011 0.045 1.000 -0.004 -0.067 0.200 -0.004 -0.006 -0.131 -0.108 -0.058 0.302 0.007 -0.001 0.024 0.032 0.057 0.001 -0.065 | -| phi_p | -0.011 -0.063 -0.022 -0.011 -0.034 0.064 -0.012 -0.004 1.000 -0.019 0.001 -0.013 0.954 -0.019 0.007 -0.013 -0.004 0.002 -0.009 0.001 -0.009 -0.000 -0.053 -0.018 | -| p4160_s | 0.280 0.122 -0.178 0.198 -0.019 -0.002 0.023 -0.067 -0.019 1.000 0.012 -0.211 -0.027 0.229 -0.057 -0.053 -0.070 0.007 -0.014 0.002 0.048 0.349 0.013 0.027 | -| bplus_1 | -0.182 -0.344 -0.090 0.013 0.078 -0.054 -0.154 0.200 0.001 0.012 1.000 0.007 0.006 -0.012 0.369 0.026 0.130 -0.002 -0.016 0.000 -0.824 0.143 0.018 0.057 | -| p4160_p | -0.375 -0.058 0.293 0.389 -0.026 -0.004 0.004 -0.004 -0.013 -0.211 0.007 1.000 -0.013 -0.516 0.246 -0.155 0.227 0.051 -0.005 0.032 0.019 -0.105 -0.001 -0.014 | -| phi_s | -0.024 -0.096 -0.029 -0.011 -0.024 0.079 -0.015 -0.006 0.954 -0.027 0.006 -0.013 1.000 -0.026 0.011 -0.013 -0.002 0.001 0.015 0.001 -0.015 -0.000 -0.045 -0.022 | -| p4040_s | 0.308 0.111 -0.176 -0.222 -0.040 -0.005 0.012 -0.131 -0.019 0.229 -0.012 -0.516 -0.026 1.000 -0.116 -0.064 -0.124 0.009 -0.014 0.001 0.032 0.224 0.012 0.089 | -| DDstar_p | -0.089 -0.255 0.001 0.191 0.190 0.023 0.066 -0.108 0.007 -0.057 0.369 0.246 0.011 -0.116 1.000 0.007 0.278 0.032 0.010 -0.001 0.018 -0.004 -0.008 0.163 | -| psi2s_p | 0.220 0.009 -0.105 -0.201 -0.020 -0.005 0.004 -0.058 -0.013 -0.053 0.026 -0.155 -0.013 -0.064 0.007 1.000 -0.019 0.027 -0.006 0.026 -0.006 0.039 -0.000 -0.392 | -| p3770_p | -0.238 -0.104 0.054 0.208 0.056 0.007 0.030 0.302 -0.004 -0.070 0.130 0.227 -0.002 -0.124 0.278 -0.019 1.000 0.027 0.001 0.037 0.037 -0.057 -0.005 -0.244 | -| DDstar_s | -0.003 0.006 0.036 0.032 0.059 0.001 0.000 0.007 0.002 0.007 -0.002 0.051 0.001 0.009 0.032 0.027 0.027 1.000 0.000 -0.002 0.000 -0.002 -0.000 0.024 | -| omega_s | -0.022 -0.060 -0.016 -0.003 -0.011 0.844 0.150 -0.001 -0.009 -0.014 -0.016 -0.005 0.015 -0.014 0.010 -0.006 0.001 0.000 1.000 0.000 0.023 0.002 0.011 -0.009 | -| Dbar_s | 0.002 0.004 0.017 0.025 0.048 0.001 0.001 0.024 0.001 0.002 0.000 0.032 0.001 0.001 -0.001 0.026 0.037 -0.002 0.000 1.000 0.001 -0.001 0.000 0.024 | -| bplus_0 | -0.001 0.035 0.026 0.016 -0.061 0.082 0.250 0.032 -0.009 0.048 -0.824 0.019 -0.015 0.032 0.018 -0.006 0.037 0.000 0.023 0.001 1.000 0.021 -0.022 0.049 | -| p4415_s | 0.176 -0.128 -0.203 -0.073 -0.010 0.008 0.025 0.057 -0.000 0.349 0.143 -0.105 -0.000 0.224 -0.004 0.039 -0.057 -0.002 0.002 -0.001 0.021 1.000 -0.001 0.031 | -| rho_p | 0.022 0.059 0.012 -0.002 -0.020 -0.022 0.032 0.001 -0.053 0.013 0.018 -0.001 -0.045 0.012 -0.008 -0.000 -0.005 -0.000 0.011 0.000 -0.022 -0.001 1.000 0.004 | -| p3770_s | -0.124 -0.081 -0.013 -0.073 -0.021 -0.002 0.018 -0.065 -0.018 0.027 0.057 -0.014 -0.022 0.089 0.163 -0.392 -0.244 0.024 -0.009 0.024 0.049 0.031 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21013435779487077}), (, {'error': 0.08392055078493765}), (, {'error': 0.1488250572804517}), (, {'error': 0.14722783704417353}), (, {'error': 0.026223778579244517}), (, {'error': 0.4336961442950349}), (, {'error': 0.3556122766121674}), (, {'error': 0.31499917690591017}), (, {'error': 0.6201606067186796}), (, {'error': 0.16839763169351474}), (, {'error': 0.041271193203559986}), (, {'error': 0.08934603132641472}), (, {'error': 2.4288644141913363}), (, {'error': 0.1634128328041352}), (, {'error': 0.3271363531906015}), (, {'error': 0.031821645718687286}), (, {'error': 0.09841835427396184}), (, {'error': 0.02186405239471828}), (, {'error': 1.6630797143482772}), (, {'error': 0.016936378026395943}), (, {'error': 0.020057578083576555}), (, {'error': 0.1952905728095865}), (, {'error': 0.16091410577281717}), (, {'error': 0.2313577510758038})]) -Toy 14/25 -Time taken: 1 h, 15 min -Projected time left: 59 min, 2 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1819 (1819 total) | -| EDM = 7.49E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297189.3704579771 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.68 | 0.21 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | -2.13 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.62 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.624 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.23 | 0.35 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.04 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.83 | 0.06 | | | -2 | 2 | | -| 11| p4160_p | -2.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.77 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.57 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.7 | 1.5 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.426 | 0.030 | | | -2 | 2 | | -| 21| p4415_s | 1.04 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | 6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.09 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.651 0.009 -0.125 0.281 0.010 0.009 -0.362 0.001 0.247 0.090 -0.308 -0.053 0.352 0.020 0.250 -0.212 -0.011 -0.001 -0.016 0.027 0.198 0.081 -0.106 | -| bplus_2 | -0.651 1.000 -0.248 -0.042 -0.232 -0.041 0.011 0.049 -0.005 -0.157 -0.143 -0.021 0.102 -0.101 0.291 -0.067 0.072 0.027 -0.030 0.007 -0.103 0.062 -0.216 0.064 | -| p4415_p | 0.009 -0.248 1.000 0.126 0.018 0.008 -0.008 -0.122 0.001 -0.123 0.146 0.309 -0.023 -0.199 -0.180 -0.048 0.020 0.018 0.006 0.009 -0.021 -0.135 0.040 0.005 | -| p4040_p | -0.125 -0.042 0.126 1.000 -0.090 0.002 -0.004 -0.184 0.000 0.357 0.090 0.075 -0.011 -0.210 -0.075 -0.187 0.078 0.029 0.002 0.018 -0.030 0.058 0.014 -0.007 | -| jpsi_p | 0.281 -0.232 0.018 -0.090 1.000 -0.022 -0.049 0.117 -0.010 0.003 -0.019 -0.066 0.033 0.060 -0.143 0.003 -0.041 0.070 -0.007 0.072 0.117 -0.003 -0.056 -0.076 | -| omega_p | 0.010 -0.041 0.008 0.002 -0.022 1.000 -0.067 -0.007 0.019 0.005 -0.066 0.002 0.065 0.002 -0.022 -0.002 -0.005 -0.001 0.759 0.000 0.078 -0.003 0.067 0.000 | -| rho_s | 0.009 0.011 -0.008 -0.004 -0.049 -0.067 1.000 0.050 0.009 0.024 0.310 -0.024 -0.075 0.021 0.094 -0.004 -0.004 0.008 -0.345 0.003 -0.384 0.027 0.113 0.003 | -| Dbar_p | -0.362 0.049 -0.122 -0.184 0.117 -0.007 0.050 1.000 -0.000 -0.086 -0.073 -0.087 -0.029 -0.000 -0.266 -0.105 0.231 -0.008 -0.024 0.044 -0.045 0.040 0.009 -0.151 | -| phi_p | 0.001 -0.005 0.001 0.000 -0.010 0.019 0.009 -0.000 1.000 0.001 -0.000 -0.001 0.312 0.001 -0.001 -0.001 -0.002 -0.000 0.010 0.000 0.000 0.000 0.035 -0.000 | -| p4160_s | 0.247 -0.157 -0.123 0.357 0.003 0.005 0.024 -0.086 0.001 1.000 0.047 -0.112 -0.040 -0.069 -0.112 -0.043 -0.059 -0.003 -0.007 -0.004 -0.038 0.314 0.046 0.020 | -| bplus_1 | 0.090 -0.143 0.146 0.090 -0.019 -0.066 0.310 -0.073 -0.000 0.047 1.000 0.065 -0.137 0.022 -0.224 0.058 -0.115 -0.026 -0.169 -0.010 -0.912 -0.057 -0.114 -0.008 | -| p4160_p | -0.308 -0.021 0.309 0.075 -0.066 0.002 -0.024 -0.087 -0.001 -0.112 0.065 1.000 0.008 -0.503 -0.016 -0.131 0.141 0.058 0.009 0.036 0.010 -0.065 -0.001 -0.012 | -| phi_s | -0.053 0.102 -0.023 -0.011 0.033 0.065 -0.075 -0.029 0.312 -0.040 -0.137 0.008 1.000 -0.026 -0.022 -0.003 0.005 -0.002 0.101 -0.002 0.157 -0.016 0.071 -0.012 | -| p4040_s | 0.352 -0.101 -0.199 -0.210 0.060 0.002 0.021 -0.000 0.001 -0.069 0.022 -0.503 -0.026 1.000 -0.150 0.093 -0.168 -0.017 -0.007 -0.011 -0.028 0.146 0.027 0.107 | -| DDstar_p | 0.020 0.291 -0.180 -0.075 -0.143 -0.022 0.094 -0.266 -0.001 -0.112 -0.224 -0.016 -0.022 -0.150 1.000 -0.144 0.146 0.069 -0.049 0.003 -0.069 -0.043 -0.030 0.059 | -| psi2s_p | 0.250 -0.067 -0.048 -0.187 0.003 -0.002 -0.004 -0.105 -0.001 -0.043 0.058 -0.131 -0.003 0.093 -0.144 1.000 -0.048 0.022 -0.001 0.031 -0.009 0.029 0.001 -0.417 | -| p3770_p | -0.212 0.072 0.020 0.078 -0.041 -0.005 -0.004 0.231 -0.002 -0.059 -0.115 0.141 0.005 -0.168 0.146 -0.048 1.000 0.052 -0.003 0.065 0.045 -0.071 -0.010 -0.266 | -| DDstar_s | -0.011 0.027 0.018 0.029 0.070 -0.001 0.008 -0.008 -0.000 -0.003 -0.026 0.058 -0.002 -0.017 0.069 0.022 0.052 1.000 -0.004 -0.002 -0.002 -0.007 -0.002 0.041 | -| omega_s | -0.001 -0.030 0.006 0.002 -0.007 0.759 -0.345 -0.024 0.010 -0.007 -0.169 0.009 0.101 -0.007 -0.049 -0.001 -0.003 -0.004 1.000 -0.001 0.202 -0.012 0.215 -0.002 | -| Dbar_s | -0.016 0.007 0.009 0.018 0.072 0.000 0.003 0.044 0.000 -0.004 -0.010 0.036 -0.002 -0.011 0.003 0.031 0.065 -0.002 -0.001 1.000 -0.001 -0.001 0.001 0.034 | -| bplus_0 | 0.027 -0.103 -0.021 -0.030 0.117 0.078 -0.384 -0.045 0.000 -0.038 -0.912 0.010 0.157 -0.028 -0.069 -0.009 0.045 -0.002 0.202 -0.001 1.000 -0.024 0.127 -0.012 | -| p4415_s | 0.198 0.062 -0.135 0.058 -0.003 -0.003 0.027 0.040 0.000 0.314 -0.057 -0.065 -0.016 0.146 -0.043 0.029 -0.071 -0.007 -0.012 -0.001 -0.024 1.000 0.006 0.005 | -| rho_p | 0.081 -0.216 0.040 0.014 -0.056 0.067 0.113 0.009 0.035 0.046 -0.114 -0.001 0.071 0.027 -0.030 0.001 -0.010 -0.002 0.215 0.001 0.127 0.006 1.000 0.011 | -| p3770_s | -0.106 0.064 0.005 -0.007 -0.076 0.000 0.003 -0.151 -0.000 0.020 -0.008 -0.012 -0.012 0.107 0.059 -0.417 -0.266 0.041 -0.002 0.034 -0.012 0.005 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2089879380875811}), (, {'error': 0.08437283506047222}), (, {'error': 0.20237375637442967}), (, {'error': 0.23429815028617273}), (, {'error': 0.0239839303798286}), (, {'error': 0.3457331261892125}), (, {'error': 0.36583510823692}), (, {'error': 0.3577935458476924}), (, {'error': 0.18889917646481091}), (, {'error': 0.16925835861214933}), (, {'error': 0.0606719325659586}), (, {'error': 0.10598630526507735}), (, {'error': 0.9138697738778205}), (, {'error': 0.18056151404877635}), (, {'error': 0.3776604482284025}), (, {'error': 0.031752648321741184}), (, {'error': 0.10221664490657312}), (, {'error': 0.035804060560245876}), (, {'error': 1.4946973951276075}), (, {'error': 0.027801678911455824}), (, {'error': 0.030153923382467807}), (, {'error': 0.1917052863706014}), (, {'error': 0.3207110359495742}), (, {'error': 0.22860573921687588})]) -Toy 15/25 -Time taken: 1 h, 21 min -Projected time left: 54 min, 30 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1526 (1526 total) | -| EDM = 0.000246 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297333.5900095774 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.8 | 0.4 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.42 | 0.09 | | | -2 | 2 | | -| 2 | p4415_p | 4.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.75 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -0.33 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -2.0 | 1.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -0.39 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.03 | 0.16 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -0.78 | 0.04 | | | -2 | 2 | | -| 11| p4160_p | 4.37 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.005 | 0.027 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -3.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.55 | 0.22 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 0.453 | 0.018 | | | -2 | 2 | | -| 21| p4415_s | 1.09 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | 6.24 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.74 | 0.26 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.657 0.126 -0.016 -0.710 0.020 -0.225 0.895 -0.033 0.351 -0.713 -0.378 0.037 -0.020 -0.748 0.254 -0.777 -0.474 0.081 0.720 -0.318 -0.013 -0.022 -0.051 | -| bplus_2 | 0.657 1.000 0.183 -0.006 -0.482 0.024 -0.083 0.388 -0.021 0.259 -0.401 -0.208 -0.073 -0.012 -0.399 0.049 -0.377 -0.162 -0.003 0.355 -0.230 -0.065 0.080 -0.121 | -| p4415_p | 0.126 0.183 1.000 -0.019 0.150 0.012 -0.053 0.168 0.000 -0.152 -0.207 0.400 -0.010 0.022 0.167 0.211 -0.041 0.012 0.012 0.224 -0.051 -0.172 0.013 0.230 | -| p4040_p | -0.016 -0.006 -0.019 1.000 -0.005 -0.001 0.006 -0.024 0.000 -0.023 0.019 -0.011 -0.001 -0.248 -0.002 -0.012 0.010 0.007 -0.002 -0.022 0.007 -0.000 0.000 -0.018 | -| jpsi_p | -0.710 -0.482 0.150 -0.005 1.000 -0.011 0.160 -0.609 0.026 -0.228 0.491 0.620 -0.049 0.027 0.839 0.171 0.667 0.403 -0.067 -0.540 0.252 -0.014 0.028 0.294 | -| omega_p | 0.020 0.024 0.012 -0.001 -0.011 1.000 -0.190 0.024 0.009 0.004 0.004 0.003 0.029 0.000 -0.011 0.010 -0.019 -0.006 0.523 0.020 -0.043 -0.008 0.029 0.007 | -| rho_s | -0.225 -0.083 -0.053 0.006 0.160 -0.190 1.000 -0.266 0.064 -0.025 0.095 0.050 0.024 0.001 0.183 -0.066 0.223 0.102 -0.374 -0.237 0.305 0.065 0.106 -0.025 | -| Dbar_p | 0.895 0.388 0.168 -0.024 -0.609 0.024 -0.266 1.000 -0.030 0.208 -0.743 -0.258 0.068 -0.008 -0.773 0.261 -0.811 -0.520 0.106 0.755 -0.352 -0.136 -0.045 0.116 | -| phi_p | -0.033 -0.021 0.000 0.000 0.026 0.009 0.064 -0.030 1.000 -0.008 0.017 0.019 0.586 0.001 0.033 -0.000 0.028 0.016 -0.044 -0.027 0.031 0.004 0.047 0.006 | -| p4160_s | 0.351 0.259 -0.152 -0.023 -0.228 0.004 -0.025 0.208 -0.008 1.000 -0.153 -0.190 -0.017 0.014 -0.173 0.040 -0.233 -0.081 0.001 0.227 -0.029 0.281 0.015 0.003 | -| bplus_1 | -0.713 -0.401 -0.207 0.019 0.491 0.004 0.095 -0.743 0.017 -0.153 1.000 0.155 -0.045 0.004 0.546 -0.182 0.631 0.277 -0.046 -0.662 -0.266 0.176 0.056 -0.060 | -| p4160_p | -0.378 -0.208 0.400 -0.011 0.620 0.003 0.050 -0.258 0.019 -0.190 0.155 1.000 -0.020 0.038 0.632 0.202 0.404 0.218 -0.023 -0.175 0.103 -0.027 0.016 0.332 | -| phi_s | 0.037 -0.073 -0.010 -0.001 -0.049 0.029 0.024 0.068 0.586 -0.017 -0.045 -0.020 1.000 -0.000 -0.044 0.010 -0.056 -0.033 0.014 0.063 -0.034 -0.018 0.042 -0.003 | -| p4040_s | -0.020 -0.012 0.022 -0.248 0.027 0.000 0.001 -0.008 0.001 0.014 0.004 0.038 -0.000 1.000 0.025 0.005 0.020 0.006 -0.000 -0.008 0.003 -0.004 0.000 0.012 | -| DDstar_p | -0.748 -0.399 0.167 -0.002 0.839 -0.011 0.183 -0.773 0.033 -0.173 0.546 0.632 -0.044 0.025 1.000 0.105 0.723 0.465 -0.073 -0.468 0.265 0.037 0.032 0.181 | -| psi2s_p | 0.254 0.049 0.211 -0.012 0.171 0.010 -0.066 0.261 -0.000 0.040 -0.182 0.202 0.010 0.005 0.105 1.000 -0.050 -0.049 0.023 0.173 -0.070 -0.042 -0.005 -0.062 | -| p3770_p | -0.777 -0.377 -0.041 0.010 0.667 -0.019 0.223 -0.811 0.028 -0.233 0.631 0.404 -0.056 0.020 0.723 -0.050 1.000 0.408 -0.089 -0.777 0.313 0.065 0.035 -0.036 | -| DDstar_s | -0.474 -0.162 0.012 0.007 0.403 -0.006 0.102 -0.520 0.016 -0.081 0.277 0.218 -0.033 0.006 0.465 -0.049 0.408 1.000 -0.044 -0.414 0.150 0.064 0.024 -0.038 | -| omega_s | 0.081 -0.003 0.012 -0.002 -0.067 0.523 -0.374 0.106 -0.044 0.001 -0.046 -0.023 0.014 -0.000 -0.073 0.023 -0.089 -0.044 1.000 0.095 -0.104 -0.026 0.170 0.007 | -| Dbar_s | 0.720 0.355 0.224 -0.022 -0.540 0.020 -0.237 0.755 -0.027 0.227 -0.662 -0.175 0.063 -0.008 -0.468 0.173 -0.777 -0.414 0.095 1.000 -0.317 -0.123 -0.043 -0.003 | -| bplus_0 | -0.318 -0.230 -0.051 0.007 0.252 -0.043 0.305 -0.352 0.031 -0.029 -0.266 0.103 -0.034 0.003 0.265 -0.070 0.313 0.150 -0.104 -0.317 1.000 0.086 -0.009 0.014 | -| p4415_s | -0.013 -0.065 -0.172 -0.000 -0.014 -0.008 0.065 -0.136 0.004 0.281 0.176 -0.027 -0.018 -0.004 0.037 -0.042 0.065 0.064 -0.026 -0.123 0.086 1.000 0.011 -0.067 | -| rho_p | -0.022 0.080 0.013 0.000 0.028 0.029 0.106 -0.045 0.047 0.015 0.056 0.016 0.042 0.000 0.032 -0.005 0.035 0.024 0.170 -0.043 -0.009 0.011 1.000 0.002 | -| p3770_s | -0.051 -0.121 0.230 -0.018 0.294 0.007 -0.025 0.116 0.006 0.003 -0.060 0.332 -0.003 0.012 0.181 -0.062 -0.036 -0.038 0.007 -0.003 0.014 -0.067 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.408333048853211}), (, {'error': 0.08508340860111241}), (, {'error': 0.2183849777779603}), (, {'error': 9.258745818911324}), (, {'error': 0.054548543572960906}), (, {'error': 0.2993187430172224}), (, {'error': 0.34283924178085784}), (, {'error': 1.346145039165213}), (, {'error': 0.2095680646192135}), (, {'error': 0.16328805572055216}), (, {'error': 0.04475950958009234}), (, {'error': 0.13772679146755173}), (, {'error': 0.9755746004773513}), (, {'error': 0.027027887783324118}), (, {'error': 1.1110112529109188}), (, {'error': 0.03740469917016931}), (, {'error': 0.22174790571348435}), (, {'error': 0.3791464752246336}), (, {'error': 0.9574348761103639}), (, {'error': 0.5860453918036169}), (, {'error': 0.017919965637790636}), (, {'error': 0.193328890454241}), (, {'error': 0.2581713394312324}), (, {'error': 0.2577475512418621})]) -Toy 16/25 -Time taken: 1 h, 27 min -Projected time left: 49 min, 21 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1451 (1451 total) | -| EDM = 8.06E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297146.9505815073 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | 0.42 | 0.22 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.17 | 0.09 | | | -2 | 2 | | -| 2 | p4415_p | -2.32 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.80 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.708 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.69 | 0.32 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 6.3 | 1.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -0.36 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.54 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -0.94 | 0.05 | | | -2 | 2 | | -| 11| p4160_p | 3.91 | 0.12 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.99 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 2.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.8 | 1.5 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 0.501 | 0.022 | | | -2 | 2 | | -| 21| p4415_s | 1.44 | 0.19 | | |0.126447 | 2.35355 | | -| 22| rho_p | 6.26 | 0.30 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.79 | 0.25 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.645 -0.084 -0.181 -0.407 0.013 -0.037 -0.157 -0.011 0.267 -0.297 -0.370 -0.046 0.358 -0.184 0.245 -0.332 -0.144 0.004 -0.520 -0.020 0.178 0.034 -0.058 | -| bplus_2 | 0.645 1.000 0.077 -0.089 -0.324 0.017 -0.024 -0.053 -0.013 0.112 -0.413 -0.181 -0.116 0.101 -0.363 0.010 -0.173 -0.006 -0.016 -0.125 0.023 -0.063 0.092 -0.121 | -| p4415_p | -0.084 0.077 1.000 0.302 0.224 -0.003 0.009 0.066 0.001 -0.181 -0.019 0.481 -0.013 -0.278 0.311 0.029 0.198 0.259 -0.008 -0.161 0.024 -0.177 0.009 0.132 | -| p4040_p | -0.181 -0.089 0.302 1.000 0.264 -0.007 0.019 0.126 0.003 0.304 0.071 0.397 -0.002 -0.252 0.386 -0.044 0.274 0.197 -0.011 -0.152 0.033 0.004 -0.001 0.106 | -| jpsi_p | -0.407 -0.324 0.224 0.264 1.000 -0.028 0.044 0.325 -0.002 -0.075 0.221 0.437 -0.011 -0.127 0.409 0.152 0.336 0.344 -0.034 0.121 0.059 -0.079 -0.009 0.280 | -| omega_p | 0.013 0.017 -0.003 -0.007 -0.028 1.000 -0.157 0.002 -0.028 -0.003 0.042 -0.015 0.023 0.003 -0.025 -0.005 -0.026 0.005 0.826 -0.024 -0.084 -0.006 0.052 -0.009 | -| rho_s | -0.037 -0.024 0.009 0.019 0.044 -0.157 1.000 0.004 0.042 0.013 -0.092 0.038 0.040 -0.002 0.076 0.010 0.063 -0.006 -0.366 0.065 0.224 0.020 0.096 0.025 | -| Dbar_p | -0.157 -0.053 0.066 0.126 0.325 0.002 0.004 1.000 0.005 -0.062 0.030 0.177 -0.000 -0.095 -0.206 0.134 0.326 -0.075 -0.000 0.301 0.009 -0.020 0.002 0.114 | -| phi_p | -0.011 -0.013 0.001 0.003 -0.002 -0.028 0.042 0.005 1.000 -0.002 -0.002 0.005 0.619 -0.002 0.010 -0.000 0.003 0.005 -0.059 0.002 0.017 0.000 0.038 0.003 | -| p4160_s | 0.267 0.112 -0.181 0.304 -0.075 -0.003 0.013 -0.062 -0.002 1.000 -0.014 -0.146 -0.030 0.040 -0.016 -0.024 -0.055 0.035 -0.013 -0.121 0.048 0.309 0.021 0.045 | -| bplus_1 | -0.297 -0.413 -0.019 0.071 0.221 0.042 -0.092 0.030 -0.002 -0.014 1.000 0.168 0.019 -0.047 0.413 0.033 0.262 -0.019 0.054 0.265 -0.739 0.089 0.016 0.096 | -| p4160_p | -0.370 -0.181 0.481 0.397 0.437 -0.015 0.038 0.177 0.005 -0.146 0.168 1.000 0.010 -0.505 0.583 0.054 0.427 0.293 -0.017 -0.010 0.036 -0.090 -0.010 0.190 | -| phi_s | -0.046 -0.116 -0.013 -0.002 -0.011 0.023 0.040 -0.000 0.619 -0.030 0.019 0.010 1.000 -0.021 0.025 -0.003 0.001 0.006 0.011 -0.013 -0.012 -0.010 0.042 -0.008 | -| p4040_s | 0.358 0.101 -0.278 -0.252 -0.127 0.003 -0.002 -0.095 -0.002 0.040 -0.047 -0.505 -0.021 1.000 -0.166 0.024 -0.187 -0.001 -0.003 -0.103 0.018 0.159 0.016 0.090 | -| DDstar_p | -0.184 -0.363 0.311 0.386 0.409 -0.025 0.076 -0.206 0.010 -0.016 0.413 0.583 0.025 -0.166 1.000 0.148 0.389 0.188 -0.029 -0.165 0.030 -0.078 -0.017 0.328 | -| psi2s_p | 0.245 0.010 0.029 -0.044 0.152 -0.005 0.010 0.134 -0.000 -0.024 0.033 0.054 -0.003 0.024 0.148 1.000 0.102 0.128 -0.008 -0.116 0.009 0.014 0.000 -0.173 | -| p3770_p | -0.332 -0.173 0.198 0.274 0.336 -0.026 0.063 0.326 0.003 -0.055 0.262 0.427 0.001 -0.187 0.389 0.102 1.000 0.138 -0.033 0.377 0.071 -0.053 -0.007 -0.077 | -| DDstar_s | -0.144 -0.006 0.259 0.197 0.344 0.005 -0.006 -0.075 0.005 0.035 -0.019 0.293 0.006 -0.001 0.188 0.128 0.138 1.000 0.006 0.104 -0.011 -0.021 -0.002 0.116 | -| omega_s | 0.004 -0.016 -0.008 -0.011 -0.034 0.826 -0.366 -0.000 -0.059 -0.013 0.054 -0.017 0.011 -0.003 -0.029 -0.008 -0.033 0.006 1.000 -0.035 -0.111 -0.011 0.114 -0.015 | -| Dbar_s | -0.520 -0.125 -0.161 -0.152 0.121 -0.024 0.065 0.301 0.002 -0.121 0.265 -0.010 -0.013 -0.103 -0.165 -0.116 0.377 0.104 -0.035 1.000 0.068 0.049 0.007 -0.156 | -| bplus_0 | -0.020 0.023 0.024 0.033 0.059 -0.084 0.224 0.009 0.017 0.048 -0.739 0.036 -0.012 0.018 0.030 0.009 0.071 -0.011 -0.111 0.068 1.000 0.032 -0.023 0.051 | -| p4415_s | 0.178 -0.063 -0.177 0.004 -0.079 -0.006 0.020 -0.020 0.000 0.309 0.089 -0.090 -0.010 0.159 -0.078 0.014 -0.053 -0.021 -0.011 0.049 0.032 1.000 0.006 0.006 | -| rho_p | 0.034 0.092 0.009 -0.001 -0.009 0.052 0.096 0.002 0.038 0.021 0.016 -0.010 0.042 0.016 -0.017 0.000 -0.007 -0.002 0.114 0.007 -0.023 0.006 1.000 0.003 | -| p3770_s | -0.058 -0.121 0.132 0.106 0.280 -0.009 0.025 0.114 0.003 0.045 0.096 0.190 -0.008 0.090 0.328 -0.173 -0.077 0.116 -0.015 -0.156 0.051 0.006 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22085738543598266}), (, {'error': 0.09268661801738842}), (, {'error': 0.1659789228985633}), (, {'error': 0.2082788252919392}), (, {'error': 0.03140125869938215}), (, {'error': 0.47579906036818187}), (, {'error': 0.31574771108620614}), (, {'error': 1.317400559748135}), (, {'error': 0.2269058642695856}), (, {'error': 0.16883838184510624}), (, {'error': 0.05000040134975803}), (, {'error': 0.12108633775734123}), (, {'error': 0.9944111841382446}), (, {'error': 0.17683842264638955}), (, {'error': 0.5854277197689286}), (, {'error': 0.03402202214339223}), (, {'error': 0.12942899688698528}), (, {'error': 0.49812842304764904}), (, {'error': 1.4973820079934002}), (, {'error': 0.46851967468398203}), (, {'error': 0.022288393279308538}), (, {'error': 0.19235789894942912}), (, {'error': 0.29854647157827774}), (, {'error': 0.24986467701666082})]) -Toy 17/25 -Time taken: 1 h, 33 min -Projected time left: 44 min, 8 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.977E+05 | Ncalls=525 (536 total) | -| EDM = 4.54E+03 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297682.2755501929 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | 1.00 | 0.06 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -1.984 | 0.013 | | | -2 | 2 | | -| 2 | p4415_p | 4.219 | 0.031 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -3.579 | 0.031 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 2.092 | 0.009 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -0.16 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.33 | 0.27 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -3.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 4.29 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.238 | 0.028 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -2.000 | 0.000 | | | -2 | 2 | | -| 11| p4160_p | 3.857 | 0.023 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.37 | 0.09 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.327 | 0.019 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -0.32 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 2.437 | 0.010 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 2.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.263 | 0.004 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.25 | 0.15 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.095 | 0.013 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 1.54 | 0.04 | | | -2 | 2 | | -| 21| p4415_s | 2.350 | 0.002 | | |0.126447 | 2.35355 | | -| 22| rho_p | 3 | 9 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.24 | 0.03 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.770 0.540 0.508 0.579 0.924 0.934 0.785 -0.877 0.319 -0.101 0.490 0.244 -0.015 0.107 0.009 0.460 0.568 -0.867 -0.829 -0.922 0.007 0.936 0.128 | -| bplus_2 | -0.770 1.000 -0.476 -0.449 -0.518 -0.816 -0.825 -0.693 0.775 -0.278 0.089 -0.436 -0.216 0.017 -0.095 -0.002 -0.409 -0.501 0.766 0.733 0.815 -0.006 -0.826 -0.113 | -| p4415_p | 0.540 -0.476 1.000 0.311 0.362 0.572 0.578 0.489 -0.543 0.184 -0.062 0.310 0.151 -0.018 0.079 -0.000 0.289 0.349 -0.537 -0.512 -0.569 0.004 0.579 0.077 | -| p4040_p | 0.508 -0.449 0.311 1.000 0.341 0.538 0.544 0.461 -0.511 0.184 -0.058 0.274 0.142 -0.004 0.075 -0.004 0.273 0.327 -0.505 -0.480 -0.535 0.004 0.545 0.071 | -| jpsi_p | 0.579 -0.518 0.362 0.341 1.000 0.622 0.629 0.534 -0.591 0.211 -0.068 0.332 0.164 -0.012 0.082 0.006 0.312 0.378 -0.584 -0.554 -0.618 0.005 0.630 0.087 | -| omega_p | 0.924 -0.816 0.572 0.538 0.622 1.000 0.986 0.829 -0.926 0.333 -0.107 0.524 0.257 -0.021 0.112 0.002 0.491 0.600 -0.915 -0.878 -0.975 0.008 0.988 0.136 | -| rho_s | 0.934 -0.825 0.578 0.544 0.629 0.986 1.000 0.839 -0.936 0.336 -0.108 0.529 0.260 -0.021 0.113 0.002 0.497 0.607 -0.925 -0.888 -0.986 0.008 0.999 0.137 | -| Dbar_p | 0.785 -0.693 0.489 0.461 0.534 0.829 0.839 1.000 -0.787 0.278 -0.090 0.456 0.220 -0.021 0.091 0.007 0.426 0.507 -0.778 -0.805 -0.826 0.006 0.840 0.112 | -| phi_p | -0.877 0.775 -0.543 -0.511 -0.591 -0.926 -0.936 -0.787 1.000 -0.316 0.101 -0.497 -0.242 0.020 -0.106 -0.002 -0.467 -0.570 0.869 0.833 0.926 -0.007 -0.937 -0.129 | -| p4160_s | 0.319 -0.278 0.184 0.184 0.211 0.333 0.336 0.278 -0.316 1.000 -0.036 0.168 0.088 -0.017 0.040 -0.004 0.171 0.201 -0.312 -0.297 -0.329 0.003 0.337 0.046 | -| bplus_1 | -0.101 0.089 -0.062 -0.058 -0.068 -0.107 -0.108 -0.090 0.101 -0.036 1.000 -0.057 -0.028 0.002 -0.012 -0.000 -0.054 -0.065 0.100 0.096 0.106 -0.001 -0.108 -0.015 | -| p4160_p | 0.490 -0.436 0.310 0.274 0.332 0.524 0.529 0.456 -0.497 0.168 -0.057 1.000 0.138 -0.018 0.079 0.001 0.263 0.321 -0.491 -0.469 -0.522 0.004 0.530 0.069 | -| phi_s | 0.244 -0.216 0.151 0.142 0.164 0.257 0.260 0.220 -0.242 0.088 -0.028 0.138 1.000 -0.005 0.030 0.001 0.130 0.159 -0.241 -0.232 -0.258 0.002 0.260 0.036 | -| p4040_s | -0.015 0.017 -0.018 -0.004 -0.012 -0.021 -0.021 -0.021 0.020 -0.017 0.002 -0.018 -0.005 1.000 -0.004 -0.001 -0.005 -0.015 0.019 0.019 0.022 -0.000 -0.021 -0.001 | -| DDstar_p | 0.107 -0.095 0.079 0.075 0.082 0.112 0.113 0.091 -0.106 0.040 -0.012 0.079 0.030 -0.004 1.000 0.009 0.066 0.084 -0.105 -0.101 -0.112 0.001 0.113 0.017 | -| psi2s_p | 0.009 -0.002 -0.000 -0.004 0.006 0.002 0.002 0.007 -0.002 -0.004 -0.000 0.001 0.001 -0.001 0.009 1.000 -0.010 -0.001 -0.002 -0.001 -0.001 -0.000 0.002 -0.007 | -| p3770_p | 0.460 -0.409 0.289 0.273 0.312 0.491 0.497 0.426 -0.467 0.171 -0.054 0.263 0.130 -0.005 0.066 -0.010 1.000 0.301 -0.461 -0.439 -0.489 0.004 0.498 0.081 | -| DDstar_s | 0.568 -0.501 0.349 0.327 0.378 0.600 0.607 0.507 -0.570 0.201 -0.065 0.321 0.159 -0.015 0.084 -0.001 0.301 1.000 -0.563 -0.537 -0.597 0.005 0.608 0.082 | -| omega_s | -0.867 0.766 -0.537 -0.505 -0.584 -0.915 -0.925 -0.778 0.869 -0.312 0.100 -0.491 -0.241 0.019 -0.105 -0.002 -0.461 -0.563 1.000 0.824 0.915 -0.007 -0.927 -0.127 | -| Dbar_s | -0.829 0.733 -0.512 -0.480 -0.554 -0.878 -0.888 -0.805 0.833 -0.297 0.096 -0.469 -0.232 0.019 -0.101 -0.001 -0.439 -0.537 0.824 1.000 0.875 -0.007 -0.889 -0.119 | -| bplus_0 | -0.922 0.815 -0.569 -0.535 -0.618 -0.975 -0.986 -0.826 0.926 -0.329 0.106 -0.522 -0.258 0.022 -0.112 -0.001 -0.489 -0.597 0.915 0.875 1.000 -0.007 -0.988 -0.134 | -| p4415_s | 0.007 -0.006 0.004 0.004 0.005 0.008 0.008 0.006 -0.007 0.003 -0.001 0.004 0.002 -0.000 0.001 -0.000 0.004 0.005 -0.007 -0.007 -0.007 1.000 0.008 0.001 | -| rho_p | 0.936 -0.826 0.579 0.545 0.630 0.988 0.999 0.840 -0.937 0.337 -0.108 0.530 0.260 -0.021 0.113 0.002 0.498 0.608 -0.927 -0.889 -0.988 0.008 1.000 0.137 | -| p3770_s | 0.128 -0.113 0.077 0.071 0.087 0.136 0.137 0.112 -0.129 0.046 -0.015 0.069 0.036 -0.001 0.017 -0.007 0.081 0.082 -0.127 -0.119 -0.134 0.001 0.137 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0646490715185366}), (, {'error': 0.01312495175500672}), (, {'error': 0.030912886267355333}), (, {'error': 0.03141486812522398}), (, {'error': 0.009309121820458621}), (, {'error': 0.2731042918189579}), (, {'error': 0.2727791842342873}), (, {'error': 0.418508050551345}), (, {'error': 0.13922743151859152}), (, {'error': 0.028134475068164466}), (, {'error': 8.71989851118915e-05}), (, {'error': 0.02308401665739357}), (, {'error': 0.09197498523548298}), (, {'error': 0.018794606444453965}), (, {'error': 0.04251112715603478}), (, {'error': 0.009508732781003282}), (, {'error': 0.03205863416168864}), (, {'error': 0.0035454757261235703}), (, {'error': 0.14772940562861114}), (, {'error': 0.013140978932290423}), (, {'error': 0.03749965461066829}), (, {'error': 0.0018120856107410876}), (, {'error': 9.343069752977204}), (, {'error': 0.03256666374889838})]) -Toy 18/25 -Time taken: 1 h, 37 min -Projected time left: 38 min, 2 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1744 (1744 total) | -| EDM = 0.00619 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297292.57280371303 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.26 | 0.18 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.20 | 0.07 | | | -2 | 2 | | -| 2 | p4415_p | -2.23 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.58 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.630 | 0.018 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.02 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.96 | 0.26 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 0.9 | 9.9 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 5.71 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.31 | 0.15 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.808 | 0.020 | | | -2 | 2 | | -| 11| p4160_p | 4.10 | 0.07 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.5 | 0.7 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.82 | 0.15 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.790 | 0.024 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.43 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.04 | 0.43 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.409 | 0.010 | | | -2 | 2 | | -| 21| p4415_s | 1.24 | 0.14 | | |0.126447 | 2.35355 | | -| 22| rho_p | -0.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.96 | 0.20 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.695 0.605 0.628 0.119 0.019 -0.198 -0.891 0.000 0.629 0.834 0.295 0.092 0.614 -0.777 0.409 -0.813 0.776 0.113 -0.886 0.832 0.207 0.192 0.494 | -| bplus_2 | 0.695 1.000 0.561 0.631 0.181 0.013 -0.202 -0.867 -0.011 0.553 0.783 0.323 0.123 0.540 -0.749 0.342 -0.792 0.742 0.108 -0.863 0.781 0.164 0.118 0.483 | -| p4415_p | 0.605 0.561 1.000 0.547 0.153 0.016 -0.153 -0.687 0.003 0.389 0.642 0.385 0.065 0.370 -0.627 0.246 -0.608 0.574 0.089 -0.685 0.639 0.053 0.164 0.405 | -| p4040_p | 0.628 0.631 0.547 1.000 0.166 0.017 -0.168 -0.751 0.002 0.605 0.700 0.322 0.073 0.425 -0.688 0.233 -0.652 0.639 0.097 -0.744 0.697 0.141 0.174 0.411 | -| jpsi_p | 0.119 0.181 0.153 0.166 1.000 0.003 -0.041 -0.215 0.001 0.113 0.162 0.150 -0.000 0.129 -0.272 0.154 -0.173 0.125 0.019 -0.195 0.157 -0.012 0.061 0.177 | -| omega_p | 0.019 0.013 0.016 0.017 0.003 1.000 0.049 -0.023 -0.005 0.016 0.020 0.009 0.006 0.015 -0.020 0.009 -0.021 0.019 0.503 -0.023 0.020 0.003 -0.089 0.014 | -| rho_s | -0.198 -0.202 -0.153 -0.168 -0.041 0.049 1.000 0.225 0.011 -0.144 -0.216 -0.092 -0.001 -0.137 0.188 -0.083 0.204 -0.189 -0.253 0.225 -0.235 -0.029 0.047 -0.129 | -| Dbar_p | -0.891 -0.867 -0.687 -0.751 -0.215 -0.023 0.225 1.000 -0.002 -0.655 -0.937 -0.412 -0.104 -0.622 0.849 -0.389 0.902 -0.867 -0.131 0.990 -0.935 -0.152 -0.226 -0.581 | -| phi_p | 0.000 -0.011 0.003 0.002 0.001 -0.005 0.011 -0.002 1.000 0.003 -0.002 0.001 0.276 0.003 -0.003 0.002 -0.003 0.001 -0.020 -0.002 -0.005 0.001 0.035 0.003 | -| p4160_s | 0.629 0.553 0.389 0.605 0.113 0.016 -0.144 -0.655 0.003 1.000 0.594 0.220 0.059 0.355 -0.556 0.214 -0.597 0.544 0.084 -0.658 0.591 0.209 0.158 0.388 | -| bplus_1 | 0.834 0.783 0.642 0.700 0.162 0.020 -0.216 -0.937 -0.002 0.594 1.000 0.386 0.102 0.563 -0.779 0.342 -0.855 0.785 0.120 -0.937 0.837 0.106 0.192 0.521 | -| p4160_p | 0.295 0.323 0.385 0.322 0.150 0.009 -0.092 -0.412 0.001 0.220 0.386 1.000 0.040 0.068 -0.468 0.147 -0.324 0.342 0.052 -0.400 0.385 0.102 0.094 0.246 | -| phi_s | 0.092 0.123 0.065 0.073 -0.000 0.006 -0.001 -0.104 0.276 0.059 0.102 0.040 1.000 0.057 -0.091 0.035 -0.094 0.087 0.032 -0.103 0.107 0.011 0.074 0.051 | -| p4040_s | 0.614 0.540 0.370 0.425 0.129 0.015 -0.137 -0.622 0.003 0.355 0.563 0.068 0.057 1.000 -0.534 0.219 -0.570 0.507 0.080 -0.624 0.560 0.127 0.149 0.408 | -| DDstar_p | -0.777 -0.749 -0.627 -0.688 -0.272 -0.020 0.188 0.849 -0.003 -0.556 -0.779 -0.468 -0.091 -0.534 1.000 -0.384 0.748 -0.725 -0.110 0.862 -0.778 -0.087 -0.184 -0.551 | -| psi2s_p | 0.409 0.342 0.246 0.233 0.154 0.009 -0.083 -0.389 0.002 0.214 0.342 0.147 0.035 0.219 -0.384 1.000 -0.334 0.301 0.048 -0.377 0.341 0.044 0.088 0.059 | -| p3770_p | -0.813 -0.792 -0.608 -0.652 -0.173 -0.021 0.204 0.902 -0.003 -0.597 -0.855 -0.324 -0.094 -0.570 0.748 -0.334 1.000 -0.780 -0.120 0.910 -0.851 -0.154 -0.211 -0.572 | -| DDstar_s | 0.776 0.742 0.574 0.639 0.125 0.019 -0.189 -0.867 0.001 0.544 0.785 0.342 0.087 0.507 -0.725 0.301 -0.780 1.000 0.109 -0.866 0.784 0.106 0.189 0.487 | -| omega_s | 0.113 0.108 0.089 0.097 0.019 0.503 -0.253 -0.131 -0.020 0.084 0.120 0.052 0.032 0.080 -0.110 0.048 -0.120 0.109 1.000 -0.130 0.126 0.017 0.167 0.073 | -| Dbar_s | -0.886 -0.863 -0.685 -0.744 -0.195 -0.023 0.225 0.990 -0.002 -0.658 -0.937 -0.400 -0.103 -0.624 0.862 -0.377 0.910 -0.866 -0.130 1.000 -0.935 -0.155 -0.226 -0.567 | -| bplus_0 | 0.832 0.781 0.639 0.697 0.157 0.020 -0.235 -0.935 -0.005 0.591 0.837 0.385 0.107 0.560 -0.778 0.341 -0.851 0.784 0.126 -0.935 1.000 0.107 0.200 0.521 | -| p4415_s | 0.207 0.164 0.053 0.141 -0.012 0.003 -0.029 -0.152 0.001 0.209 0.106 0.102 0.011 0.127 -0.087 0.044 -0.154 0.106 0.017 -0.155 0.107 1.000 0.032 0.088 | -| rho_p | 0.192 0.118 0.164 0.174 0.061 -0.089 0.047 -0.226 0.035 0.158 0.192 0.094 0.074 0.149 -0.184 0.088 -0.211 0.189 0.167 -0.226 0.200 0.032 1.000 0.137 | -| p3770_s | 0.494 0.483 0.405 0.411 0.177 0.014 -0.129 -0.581 0.003 0.388 0.521 0.246 0.051 0.408 -0.551 0.059 -0.572 0.487 0.073 -0.567 0.521 0.088 0.137 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17677253702793538}), (, {'error': 0.06532453386964954}), (, {'error': 0.17222925178575554}), (, {'error': 0.23230980433325588}), (, {'error': 0.017877719307644035}), (, {'error': 0.24339245055007153}), (, {'error': 0.25837189168498015}), (, {'error': 9.859425025757925}), (, {'error': 0.12913493786932229}), (, {'error': 0.14887034147881084}), (, {'error': 0.02000475491027154}), (, {'error': 0.07089259729902242}), (, {'error': 0.720393462083492}), (, {'error': 0.14604980062117096}), (, {'error': 0.39915838523165625}), (, {'error': 0.024321198122884802}), (, {'error': 0.1815716562973151}), (, {'error': 0.39834900153806396}), (, {'error': 0.9669565271553706}), (, {'error': 0.4297407135055459}), (, {'error': 0.00992069663821693}), (, {'error': 0.13527436432761275}), (, {'error': 0.29067450442556453}), (, {'error': 0.2012617856834149})]) -Toy 19/25 -Time taken: 1 h, 44 min -Projected time left: 33 min -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1456 (1456 total) | -| EDM = 0.000867 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297274.96085332957 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.27 | 0.23 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.22 | 0.07 | | | -2 | 2 | | -| 2 | p4415_p | -2.22 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.33 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.70 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -5.9 | 1.4 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.95 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -0.869 | 0.019 | | | -2 | 2 | | -| 11| p4160_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 17.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.02 | 0.19 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 2.7 | 2.8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.30 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.12 | 0.22 | | | -0.3 | 0.3 | | -| 18| omega_s | 8.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 0.465 | 0.010 | | | -2 | 2 | | -| 21| p4415_s | 1.30 | 0.18 | | |0.126447 | 2.35355 | | -| 22| rho_p | 0.10 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.66 | 0.28 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.114 -0.331 0.028 -0.135 0.004 0.025 0.743 -0.003 -0.106 0.052 -0.184 -0.010 -0.192 0.726 0.395 0.412 -0.706 -0.001 0.577 0.046 0.008 0.035 0.338 | -| bplus_2 | 0.114 1.000 0.219 -0.066 -0.195 -0.010 0.078 -0.355 -0.008 0.203 -0.249 -0.030 -0.078 0.203 -0.287 -0.168 -0.245 0.328 -0.027 -0.235 -0.161 0.014 0.213 -0.230 | -| p4415_p | -0.331 0.219 1.000 0.212 0.308 -0.004 -0.009 -0.323 -0.003 0.031 -0.169 0.443 -0.015 0.017 -0.483 -0.005 -0.054 0.465 -0.002 -0.212 -0.106 -0.057 0.040 -0.055 | -| p4040_p | 0.028 -0.066 0.212 1.000 0.382 -0.001 -0.006 0.205 -0.004 0.243 -0.048 0.281 -0.011 -0.233 -0.009 0.146 0.323 -0.017 -0.000 0.143 -0.016 0.015 0.025 0.222 | -| jpsi_p | -0.135 -0.195 0.308 0.382 1.000 -0.010 -0.023 0.136 0.002 -0.005 -0.044 0.468 -0.020 -0.080 -0.154 0.358 0.265 0.127 -0.009 0.012 -0.015 -0.092 0.008 0.321 | -| omega_p | 0.004 -0.010 -0.004 -0.001 -0.010 1.000 0.333 0.004 -0.006 -0.001 -0.008 -0.002 0.030 -0.000 0.001 0.001 0.004 -0.008 0.695 -0.001 0.031 0.003 -0.060 0.002 | -| rho_s | 0.025 0.078 -0.009 -0.006 -0.023 0.333 1.000 -0.001 -0.014 0.022 -0.001 -0.022 0.034 0.015 0.004 -0.009 -0.002 -0.029 0.013 -0.018 0.128 0.021 0.328 0.003 | -| Dbar_p | 0.743 -0.355 -0.323 0.205 0.136 0.004 -0.001 1.000 -0.004 -0.316 0.105 0.063 0.008 -0.506 0.916 0.433 0.660 -0.898 0.006 0.661 0.075 -0.194 -0.010 0.561 | -| phi_p | -0.003 -0.008 -0.003 -0.004 0.002 -0.006 -0.014 -0.004 1.000 -0.001 -0.002 -0.003 -0.530 0.001 -0.001 -0.003 -0.002 0.001 0.015 -0.001 -0.003 0.000 -0.049 -0.004 | -| p4160_s | -0.106 0.203 0.031 0.243 -0.005 -0.001 0.022 -0.316 -0.001 1.000 -0.019 -0.051 -0.022 0.068 -0.324 -0.135 -0.199 0.352 -0.008 -0.179 0.011 0.330 0.046 -0.128 | -| bplus_1 | 0.052 -0.249 -0.169 -0.048 -0.044 -0.008 -0.001 0.105 -0.002 -0.019 1.000 -0.111 0.002 -0.016 0.111 0.004 0.084 -0.253 -0.001 -0.004 -0.514 0.096 0.039 0.058 | -| p4160_p | -0.184 -0.030 0.443 0.281 0.468 -0.002 -0.022 0.063 -0.003 -0.051 -0.111 1.000 -0.003 -0.347 -0.187 0.176 0.275 0.116 0.003 0.012 -0.071 -0.048 0.009 0.169 | -| phi_s | -0.010 -0.078 -0.015 -0.011 -0.020 0.030 0.034 0.008 -0.530 -0.022 0.002 -0.003 1.000 -0.011 0.006 -0.000 0.003 -0.005 0.039 0.010 -0.014 -0.007 0.085 -0.007 | -| p4040_s | -0.192 0.203 0.017 -0.233 -0.080 -0.000 0.015 -0.506 0.001 0.068 -0.016 -0.347 -0.011 1.000 -0.451 -0.160 -0.400 0.484 -0.005 -0.325 -0.004 0.184 0.021 -0.190 | -| DDstar_p | 0.726 -0.287 -0.483 -0.009 -0.154 0.001 0.004 0.916 -0.001 -0.324 0.111 -0.187 0.006 -0.451 1.000 0.249 0.492 -0.919 0.002 0.607 0.081 -0.153 -0.010 0.397 | -| psi2s_p | 0.395 -0.168 -0.005 0.146 0.358 0.001 -0.009 0.433 -0.003 -0.135 0.004 0.176 -0.000 -0.160 0.249 1.000 0.358 -0.248 0.003 0.274 0.004 -0.079 -0.000 0.136 | -| p3770_p | 0.412 -0.245 -0.054 0.323 0.265 0.004 -0.002 0.660 -0.002 -0.199 0.084 0.275 0.003 -0.400 0.492 0.358 1.000 -0.557 0.003 0.329 0.075 -0.178 -0.013 0.282 | -| DDstar_s | -0.706 0.328 0.465 -0.017 0.127 -0.008 -0.029 -0.898 0.001 0.352 -0.253 0.116 -0.005 0.484 -0.919 -0.248 -0.557 1.000 -0.000 -0.635 -0.181 0.183 0.016 -0.419 | -| omega_s | -0.001 -0.027 -0.002 -0.000 -0.009 0.695 0.013 0.006 0.015 -0.008 -0.001 0.003 0.039 -0.005 0.002 0.003 0.003 -0.000 1.000 0.006 -0.012 -0.004 0.087 0.001 | -| Dbar_s | 0.577 -0.235 -0.212 0.143 0.012 -0.001 -0.018 0.661 -0.001 -0.179 -0.004 0.012 0.010 -0.325 0.607 0.274 0.329 -0.635 0.006 1.000 -0.008 -0.131 -0.014 0.382 | -| bplus_0 | 0.046 -0.161 -0.106 -0.016 -0.015 0.031 0.128 0.075 -0.003 0.011 -0.514 -0.071 -0.014 -0.004 0.081 0.004 0.075 -0.181 -0.012 -0.008 1.000 0.077 -0.021 0.062 | -| p4415_s | 0.008 0.014 -0.057 0.015 -0.092 0.003 0.021 -0.194 0.000 0.330 0.096 -0.048 -0.007 0.184 -0.153 -0.079 -0.178 0.183 -0.004 -0.131 0.077 1.000 0.007 -0.099 | -| rho_p | 0.035 0.213 0.040 0.025 0.008 -0.060 0.328 -0.010 -0.049 0.046 0.039 0.009 0.085 0.021 -0.010 -0.000 -0.013 0.016 0.087 -0.014 -0.021 0.007 1.000 0.014 | -| p3770_s | 0.338 -0.230 -0.055 0.222 0.321 0.002 0.003 0.561 -0.004 -0.128 0.058 0.169 -0.007 -0.190 0.397 0.136 0.282 -0.419 0.001 0.382 0.062 -0.099 0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23200774175422545}), (, {'error': 0.07085438892833018}), (, {'error': 0.18874816396196126}), (, {'error': 0.19089543446190316}), (, {'error': 0.03439832321031355}), (, {'error': 0.3041021493578482}), (, {'error': 0.33825136986808313}), (, {'error': 1.3750798924347847}), (, {'error': 0.3988702379414075}), (, {'error': 0.1672495832840154}), (, {'error': 0.019384614122773147}), (, {'error': 0.12891283628522965}), (, {'error': 0.8936248472879615}), (, {'error': 0.18949044453774982}), (, {'error': 2.7807472219118146}), (, {'error': 0.0365441494480363}), (, {'error': 0.14378598619440552}), (, {'error': 0.21741519217002236}), (, {'error': 1.1180461692208512}), (, {'error': 0.4088172300696423}), (, {'error': 0.009873670328580886}), (, {'error': 0.1847132659226821}), (, {'error': 0.22570864664211987}), (, {'error': 0.28427141321646787})]) -Toy 20/25 -Time taken: 1 h, 50 min -Projected time left: 27 min, 40 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=703 (703 total) | -| EDM = 8.25E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297421.5508276661 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.60 | 0.19 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.26 | 0.07 | | | -2 | 2 | | -| 2 | p4415_p | -1.95 | 0.17 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 3.94 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.643 | 0.030 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.15 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.19 | 1.81 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -0.29 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.70 | 0.04 | | | -2 | 2 | | -| 11| p4160_p | -2.02 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 16.7 | 1.2 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.36 | 0.18 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -2.0 | 0.9 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -2.71 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.10 | 0.15 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.1 | 1.9 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.299 | 0.026 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.380 | 0.031 | | | -2 | 2 | | -| 21| p4415_s | 1.20 | 0.20 | | |0.126447 | 2.35355 | | -| 22| rho_p | 5.9 | 2.3 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.84 | 0.31 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.616 -0.045 -0.246 0.151 -0.042 -0.072 -0.304 -0.006 0.242 0.036 -0.300 -0.021 0.360 -0.029 0.228 -0.216 0.103 0.061 0.008 0.091 0.200 0.097 -0.079 | -| bplus_2 | -0.616 1.000 -0.149 0.076 0.039 0.215 0.345 0.082 0.021 -0.105 0.085 0.077 0.015 -0.085 0.330 0.023 0.168 -0.308 -0.297 -0.001 -0.361 0.072 -0.379 0.126 | -| p4415_p | -0.045 -0.149 1.000 0.253 0.161 -0.012 -0.024 -0.152 0.002 -0.146 0.031 0.378 -0.009 -0.213 -0.093 -0.003 0.158 -0.212 0.020 -0.002 0.016 -0.127 0.038 0.097 | -| p4040_p | -0.246 0.076 0.253 1.000 0.179 0.045 0.065 -0.191 0.011 0.312 0.025 0.392 -0.014 -0.266 0.052 -0.096 0.302 -0.368 -0.056 -0.009 -0.070 0.006 -0.045 0.093 | -| jpsi_p | 0.151 0.039 0.161 0.179 1.000 0.157 0.246 0.055 0.011 0.014 0.071 0.275 -0.033 -0.004 0.102 0.118 0.263 -0.615 -0.216 -0.030 -0.189 -0.025 -0.222 0.228 | -| omega_p | -0.042 0.215 -0.012 0.045 0.157 1.000 0.666 0.173 0.104 0.047 0.458 0.050 -0.065 0.038 0.319 0.041 0.141 -0.306 -0.352 -0.005 -0.582 0.078 -0.528 0.101 | -| rho_s | -0.072 0.345 -0.024 0.065 0.246 0.666 1.000 0.257 0.121 0.063 0.687 0.074 -0.132 0.051 0.478 0.062 0.212 -0.453 -0.862 -0.007 -0.870 0.115 -0.745 0.147 | -| Dbar_p | -0.304 0.082 -0.152 -0.191 0.055 0.173 0.257 1.000 0.034 -0.054 0.092 -0.140 -0.048 -0.007 -0.090 -0.107 0.159 -0.029 -0.220 -0.025 -0.245 0.053 -0.185 -0.162 | -| phi_p | -0.006 0.021 0.002 0.011 0.011 0.104 0.121 0.034 1.000 0.015 0.088 0.011 0.657 0.012 0.060 0.007 0.025 -0.065 -0.104 -0.001 -0.117 0.017 -0.038 0.024 | -| p4160_s | 0.242 -0.105 -0.146 0.312 0.014 0.047 0.063 -0.054 0.015 1.000 0.040 -0.089 -0.031 0.043 -0.047 -0.053 -0.028 -0.020 -0.054 0.002 -0.070 0.297 -0.017 0.042 | -| bplus_1 | 0.036 0.085 0.031 0.025 0.071 0.458 0.687 0.092 0.088 0.040 1.000 0.017 -0.112 0.036 0.135 0.040 0.005 -0.101 -0.590 -0.001 -0.870 0.030 -0.538 0.011 | -| p4160_p | -0.300 0.077 0.378 0.392 0.275 0.050 0.074 -0.140 0.011 -0.089 0.017 1.000 -0.011 -0.486 0.069 -0.002 0.350 -0.477 -0.063 -0.011 -0.070 -0.036 -0.057 0.164 | -| phi_s | -0.021 0.015 -0.009 -0.014 -0.033 -0.065 -0.132 -0.048 0.657 -0.031 -0.112 -0.011 1.000 -0.024 -0.072 -0.009 -0.032 0.068 0.126 0.002 0.136 -0.024 0.153 -0.034 | -| p4040_s | 0.360 -0.085 -0.213 -0.266 -0.004 0.038 0.051 -0.007 0.012 0.043 0.036 -0.486 -0.024 1.000 -0.096 0.014 -0.154 0.054 -0.044 0.003 -0.057 0.159 -0.015 0.121 | -| DDstar_p | -0.029 0.330 -0.093 0.052 0.102 0.319 0.478 -0.090 0.060 -0.047 0.135 0.069 -0.072 -0.096 1.000 -0.054 0.233 -0.393 -0.409 -0.001 -0.451 -0.008 -0.367 0.149 | -| psi2s_p | 0.228 0.023 -0.003 -0.096 0.118 0.041 0.062 -0.107 0.007 -0.053 0.040 -0.002 -0.009 0.014 -0.054 1.000 0.076 -0.175 -0.053 -0.013 -0.059 0.006 -0.050 -0.286 | -| p3770_p | -0.216 0.168 0.158 0.302 0.263 0.141 0.212 0.159 0.025 -0.028 0.005 0.350 -0.032 -0.154 0.233 0.076 1.000 -0.499 -0.182 -0.034 -0.184 -0.072 -0.169 -0.102 | -| DDstar_s | 0.103 -0.308 -0.212 -0.368 -0.615 -0.306 -0.453 -0.029 -0.065 -0.020 -0.101 -0.477 0.068 0.054 -0.393 -0.175 -0.499 1.000 0.387 -0.013 0.423 0.021 0.344 -0.411 | -| omega_s | 0.061 -0.297 0.020 -0.056 -0.216 -0.352 -0.862 -0.220 -0.104 -0.054 -0.590 -0.063 0.126 -0.044 -0.409 -0.053 -0.182 0.387 1.000 0.006 0.745 -0.098 0.689 -0.126 | -| Dbar_s | 0.008 -0.001 -0.002 -0.009 -0.030 -0.005 -0.007 -0.025 -0.001 0.002 -0.001 -0.011 0.002 0.003 -0.001 -0.013 -0.034 -0.013 0.006 1.000 0.007 -0.002 0.004 -0.014 | -| bplus_0 | 0.091 -0.361 0.016 -0.070 -0.189 -0.582 -0.870 -0.245 -0.117 -0.070 -0.870 -0.070 0.136 -0.057 -0.451 -0.059 -0.184 0.423 0.745 0.007 1.000 -0.115 0.668 -0.144 | -| p4415_s | 0.200 0.072 -0.127 0.006 -0.025 0.078 0.115 0.053 0.017 0.297 0.030 -0.036 -0.024 0.159 -0.008 0.006 -0.072 0.021 -0.098 -0.002 -0.115 1.000 -0.079 0.011 | -| rho_p | 0.097 -0.379 0.038 -0.045 -0.222 -0.528 -0.745 -0.185 -0.038 -0.017 -0.538 -0.057 0.153 -0.015 -0.367 -0.050 -0.169 0.344 0.689 0.004 0.668 -0.079 1.000 -0.098 | -| p3770_s | -0.079 0.126 0.097 0.093 0.228 0.101 0.147 -0.162 0.024 0.042 0.011 0.164 -0.034 0.121 0.149 -0.286 -0.102 -0.411 -0.126 -0.014 -0.144 0.011 -0.098 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1931091144341342}), (, {'error': 0.07442760743662147}), (, {'error': 0.17253411050628342}), (, {'error': 0.16879717972172426}), (, {'error': 0.029690303862595968}), (, {'error': 0.2499603252522391}), (, {'error': 1.8111298471141852}), (, {'error': 0.3364440130736073}), (, {'error': 0.23731268157675922}), (, {'error': 0.1738844459346729}), (, {'error': 0.04432377989598768}), (, {'error': 0.11382574475106066}), (, {'error': 1.154042602282817}), (, {'error': 0.18271332935426843}), (, {'error': 0.9287730142553341}), (, {'error': 0.03303240063791879}), (, {'error': 0.09839373424914433}), (, {'error': 0.15022627747434308}), (, {'error': 1.8504880736758382}), (, {'error': 0.02580935013215091}), (, {'error': 0.03106394929768186}), (, {'error': 0.1951857429565641}), (, {'error': 2.2588684914444483}), (, {'error': 0.3086492635048894})]) -Toy 21/25 -Time taken: 1 h, 55 min -Projected time left: 21 min, 56 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1954 (1954 total) | -| EDM = 2.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297577.0614710499 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.011 | 0.259 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.025 | 0.074 | | | -2 | 2 | | -| 2 | p4415_p | 3.99 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -2.66 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.632 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.18 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.04 | 0.29 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 0.15 | 2.13 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 0.71 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 2.14 | 0.15 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.988 | 0.023 | | | -2 | 2 | | -| 11| p4160_p | -2.34 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 21.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.05 | 0.15 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -3.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -3.03 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -0.19 | 0.33 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.486 | 0.011 | | | -2 | 2 | | -| 21| p4415_s | 0.73 | 0.18 | | |0.126447 | 2.35355 | | -| 22| rho_p | -0.26 | 0.32 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.8 | 0.3 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.186 0.199 0.494 0.304 0.019 -0.157 -0.844 -0.004 0.085 0.606 0.220 0.071 -0.002 0.799 0.592 0.078 0.511 0.071 -0.863 0.604 -0.017 -0.023 0.618 | -| bplus_2 | 0.186 1.000 0.017 0.312 0.341 -0.001 -0.084 -0.482 0.043 -0.052 0.189 0.177 0.146 -0.077 0.419 0.306 0.064 0.300 0.009 -0.469 0.206 0.012 -0.235 0.374 | -| p4415_p | 0.199 0.017 1.000 0.301 0.242 0.009 -0.056 -0.247 -0.005 -0.158 0.225 0.381 0.012 -0.172 0.131 0.172 0.133 0.109 0.029 -0.272 0.217 -0.150 0.017 0.234 | -| p4040_p | 0.494 0.312 0.301 1.000 0.476 0.016 -0.125 -0.661 -0.002 0.207 0.462 0.470 0.057 -0.191 0.497 0.384 0.263 0.364 0.057 -0.647 0.457 -0.080 -0.023 0.516 | -| jpsi_p | 0.304 0.341 0.242 0.476 1.000 0.010 -0.083 -0.508 -0.007 -0.027 0.296 0.473 0.023 -0.063 0.266 0.457 0.254 0.204 0.035 -0.450 0.274 -0.131 -0.011 0.503 | -| omega_p | 0.019 -0.001 0.009 0.016 0.010 1.000 -0.042 -0.021 -0.018 0.000 0.011 0.012 0.013 -0.003 0.018 0.013 0.003 0.009 0.560 -0.022 0.019 -0.005 -0.084 0.018 | -| rho_s | -0.157 -0.084 -0.056 -0.125 -0.083 -0.042 1.000 0.175 0.028 0.015 -0.111 -0.083 -0.053 0.038 -0.161 -0.104 -0.022 -0.081 -0.339 0.187 -0.200 0.044 0.153 -0.136 | -| Dbar_p | -0.844 -0.482 -0.247 -0.661 -0.508 -0.021 0.175 1.000 0.002 0.046 -0.646 -0.408 -0.091 0.177 -0.922 -0.599 -0.217 -0.558 -0.079 0.936 -0.640 0.147 0.051 -0.748 | -| phi_p | -0.004 0.043 -0.005 -0.002 -0.007 -0.018 0.028 0.002 1.000 -0.006 0.009 0.003 0.558 -0.004 -0.008 0.001 0.006 -0.001 -0.093 0.003 0.002 -0.000 -0.211 -0.003 | -| p4160_s | 0.085 -0.052 -0.158 0.207 -0.027 0.000 0.015 0.046 -0.006 1.000 -0.067 -0.092 -0.026 0.042 -0.065 -0.041 -0.032 -0.062 -0.002 0.005 -0.073 0.251 0.036 0.008 | -| bplus_1 | 0.606 0.189 0.225 0.462 0.296 0.011 -0.111 -0.646 0.009 -0.067 1.000 0.310 0.068 -0.148 0.596 0.385 0.055 0.295 0.041 -0.698 0.147 -0.188 -0.072 0.485 | -| p4160_p | 0.220 0.177 0.381 0.470 0.473 0.012 -0.083 -0.408 0.003 -0.092 0.310 1.000 0.039 -0.370 0.184 0.309 0.296 0.212 0.038 -0.380 0.310 -0.071 -0.016 0.370 | -| phi_s | 0.071 0.146 0.012 0.057 0.023 0.013 -0.053 -0.091 0.558 -0.026 0.068 0.039 1.000 -0.032 0.079 0.055 0.012 0.048 -0.007 -0.097 0.097 -0.022 -0.119 0.060 | -| p4040_s | -0.002 -0.077 -0.172 -0.191 -0.063 -0.003 0.038 0.177 -0.004 0.042 -0.148 -0.370 -0.032 1.000 -0.189 -0.084 -0.084 -0.150 -0.013 0.128 -0.155 0.136 0.032 -0.034 | -| DDstar_p | 0.799 0.419 0.131 0.497 0.266 0.018 -0.161 -0.922 -0.008 -0.065 0.596 0.184 0.079 -0.189 1.000 0.450 0.083 0.554 0.071 -0.877 0.590 -0.114 -0.043 0.614 | -| psi2s_p | 0.592 0.306 0.172 0.384 0.457 0.013 -0.104 -0.599 0.001 -0.041 0.385 0.309 0.055 -0.084 0.450 1.000 0.178 0.302 0.046 -0.573 0.381 -0.087 -0.032 0.353 | -| p3770_p | 0.078 0.064 0.133 0.263 0.254 0.003 -0.022 -0.217 0.006 -0.032 0.055 0.296 0.012 -0.084 0.083 0.178 1.000 0.115 0.007 -0.075 0.068 -0.083 -0.012 0.032 | -| DDstar_s | 0.511 0.300 0.109 0.364 0.204 0.009 -0.081 -0.558 -0.001 -0.062 0.295 0.212 0.048 -0.150 0.554 0.302 0.115 1.000 0.036 -0.580 0.290 -0.118 -0.034 0.420 | -| omega_s | 0.071 0.009 0.029 0.057 0.035 0.560 -0.339 -0.079 -0.093 -0.002 0.041 0.038 -0.007 -0.013 0.071 0.046 0.007 0.036 1.000 -0.083 0.081 -0.019 0.190 0.062 | -| Dbar_s | -0.863 -0.469 -0.272 -0.647 -0.450 -0.022 0.187 0.936 0.003 0.005 -0.698 -0.380 -0.097 0.128 -0.877 -0.573 -0.075 -0.580 -0.083 1.000 -0.694 0.135 0.056 -0.728 | -| bplus_0 | 0.604 0.206 0.217 0.457 0.274 0.019 -0.200 -0.640 0.002 -0.073 0.147 0.310 0.097 -0.155 0.590 0.381 0.068 0.290 0.081 -0.694 1.000 -0.191 -0.044 0.482 | -| p4415_s | -0.017 0.012 -0.150 -0.080 -0.131 -0.005 0.044 0.147 -0.000 0.251 -0.188 -0.071 -0.022 0.136 -0.114 -0.087 -0.083 -0.118 -0.019 0.135 -0.191 1.000 0.008 -0.103 | -| rho_p | -0.023 -0.235 0.017 -0.023 -0.011 -0.084 0.153 0.051 -0.211 0.036 -0.072 -0.016 -0.119 0.032 -0.043 -0.032 -0.012 -0.034 0.190 0.056 -0.044 0.008 1.000 -0.024 | -| p3770_s | 0.618 0.374 0.234 0.516 0.503 0.018 -0.136 -0.748 -0.003 0.008 0.485 0.370 0.060 -0.034 0.614 0.353 0.032 0.420 0.062 -0.728 0.482 -0.103 -0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.25909818980861143}), (, {'error': 0.07380193052420181}), (, {'error': 0.2757432377649991}), (, {'error': 0.22665848262638177}), (, {'error': 0.030595008729882522}), (, {'error': 0.2818611601322858}), (, {'error': 0.29301558595899846}), (, {'error': 2.1286719116199877}), (, {'error': 0.15754835748250873}), (, {'error': 0.15163539756995859}), (, {'error': 0.022956977053983696}), (, {'error': 0.11468712080223398}), (, {'error': 0.9348331239036032}), (, {'error': 0.154240310212029}), (, {'error': 1.0850602988981364}), (, {'error': 0.03789663125269094}), (, {'error': 0.10705611423633665}), (, {'error': 0.37005637572978733}), (, {'error': 1.1190471242400637}), (, {'error': 0.33000727858907886}), (, {'error': 0.011418987658467383}), (, {'error': 0.1762895796511319}), (, {'error': 0.31640850324181713}), (, {'error': 0.3323602893429549})]) -Toy 22/25 -Time taken: 2 h, 2 min -Projected time left: 16 min, 42 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1360 (1360 total) | -| EDM = 0.000225 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297390.9124578445 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.72 | 0.20 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 2 | p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.690 | 0.028 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -1.02 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | -5.62 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 1.93 | 0.14 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 11| p4160_p | -1.69 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 18.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.005 | 0.028 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | 5.43 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.933 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 20| bplus_0 | 0.442 | 0.018 | | | -2 | 2 | | -| 21| p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 22| rho_p | 5.95 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.762 -0.006 0.008 0.206 -0.000 0.001 -0.298 -0.017 0.299 -0.204 -0.351 -0.039 -0.025 -0.040 0.137 -0.223 0.003 0.000 0.013 -0.029 -0.002 0.093 -0.282 | -| bplus_2 | 0.762 1.000 -0.002 -0.002 0.098 -0.001 0.020 -0.072 -0.069 0.259 -0.295 -0.113 -0.124 -0.007 -0.169 -0.012 -0.122 0.011 0.004 0.006 0.025 0.013 0.244 -0.140 | -| p4415_p | -0.006 -0.002 1.000 0.000 0.001 -0.000 -0.001 0.001 0.000 -0.006 -0.001 -0.003 0.001 -0.000 0.001 0.001 0.002 -0.000 0.000 -0.000 -0.000 -0.020 -0.001 0.000 | -| p4040_p | 0.008 -0.002 0.000 1.000 0.008 -0.000 -0.001 0.011 0.002 -0.022 0.000 0.019 0.002 -0.208 -0.006 0.022 -0.006 -0.002 0.000 -0.001 -0.002 0.000 -0.003 -0.002 | -| jpsi_p | 0.206 0.098 0.001 0.008 1.000 0.002 0.021 0.260 0.011 -0.030 0.098 0.033 0.025 -0.002 0.298 -0.021 0.122 0.032 -0.022 0.034 -0.063 0.001 -0.076 0.001 | -| omega_p | -0.000 -0.001 -0.000 -0.000 0.002 1.000 0.018 0.000 0.003 -0.000 -0.003 0.000 -0.001 0.000 0.000 0.000 0.000 -0.000 -0.073 -0.000 0.003 -0.000 0.005 0.000 | -| rho_s | 0.001 0.020 -0.001 -0.001 0.021 0.018 1.000 0.048 0.029 0.017 -0.207 0.007 -0.029 -0.000 0.051 0.014 0.029 -0.002 -0.452 -0.000 0.274 0.000 0.200 0.018 | -| Dbar_p | -0.298 -0.072 0.001 0.011 0.260 0.000 0.048 1.000 -0.005 -0.121 0.198 0.054 -0.015 -0.000 -0.066 -0.027 0.370 0.007 -0.017 0.016 0.030 -0.005 0.036 0.028 | -| phi_p | -0.017 -0.069 0.000 0.002 0.011 0.003 0.029 -0.005 1.000 -0.024 -0.021 -0.002 0.712 -0.000 0.009 -0.009 0.006 0.001 -0.108 0.001 0.016 -0.001 -0.236 -0.008 | -| p4160_s | 0.299 0.259 -0.006 -0.022 -0.030 -0.000 0.017 -0.121 -0.024 1.000 -0.050 -0.131 -0.044 0.029 -0.058 -0.087 -0.082 0.010 -0.003 0.004 0.030 -0.017 0.081 0.010 | -| bplus_1 | -0.204 -0.295 -0.001 0.000 0.098 -0.003 -0.207 0.198 -0.021 -0.050 1.000 0.039 0.004 -0.000 0.266 0.059 0.119 -0.013 0.092 -0.004 -0.881 -0.005 0.027 0.071 | -| p4160_p | -0.351 -0.113 -0.003 0.019 0.033 0.000 0.007 0.054 -0.002 -0.131 0.039 1.000 -0.002 0.017 0.257 -0.105 0.212 0.022 -0.004 0.018 0.016 0.016 -0.007 0.092 | -| phi_s | -0.039 -0.124 0.001 0.002 0.025 -0.001 -0.029 -0.015 0.712 -0.044 0.004 -0.002 1.000 -0.000 0.008 -0.012 0.005 0.000 -0.042 0.000 -0.012 -0.002 -0.162 -0.015 | -| p4040_s | -0.025 -0.007 -0.000 -0.208 -0.002 0.000 -0.000 -0.000 -0.000 0.029 -0.000 0.017 -0.000 1.000 0.009 -0.012 0.013 0.000 0.000 0.001 0.001 0.001 -0.001 -0.002 | -| DDstar_p | -0.040 -0.169 0.001 -0.006 0.298 0.000 0.051 -0.066 0.009 -0.058 0.266 0.257 0.008 0.009 1.000 0.093 0.246 0.014 -0.019 -0.002 0.008 0.005 -0.001 0.194 | -| psi2s_p | 0.137 -0.012 0.001 0.022 -0.021 0.000 0.014 -0.027 -0.009 -0.087 0.059 -0.105 -0.012 -0.012 0.093 1.000 0.041 0.022 -0.006 0.025 -0.003 -0.006 0.012 -0.433 | -| p3770_p | -0.223 -0.122 0.002 -0.006 0.122 0.000 0.029 0.370 0.006 -0.082 0.119 0.212 0.005 0.013 0.246 0.041 1.000 0.009 -0.014 0.021 0.032 0.005 -0.012 -0.161 | -| DDstar_s | 0.003 0.011 -0.000 -0.002 0.032 -0.000 -0.002 0.007 0.001 0.010 -0.013 0.022 0.000 0.000 0.014 0.022 0.009 1.000 0.001 -0.001 0.000 0.001 -0.000 0.011 | -| omega_s | 0.000 0.004 0.000 0.000 -0.022 -0.073 -0.452 -0.017 -0.108 -0.003 0.092 -0.004 -0.042 0.000 -0.019 -0.006 -0.014 0.001 1.000 0.000 -0.113 0.000 0.211 -0.007 | -| Dbar_s | 0.013 0.006 -0.000 -0.001 0.034 -0.000 -0.000 0.016 0.001 0.004 -0.004 0.018 0.000 0.001 -0.002 0.025 0.021 -0.001 0.000 1.000 0.001 0.001 0.001 0.019 | -| bplus_0 | -0.029 0.025 -0.000 -0.002 -0.063 0.003 0.274 0.030 0.016 0.030 -0.881 0.016 -0.012 0.001 0.008 -0.003 0.032 0.000 -0.113 0.001 1.000 0.001 -0.012 0.044 | -| p4415_s | -0.002 0.013 -0.020 0.000 0.001 -0.000 0.000 -0.005 -0.001 -0.017 -0.005 0.016 -0.002 0.001 0.005 -0.006 0.005 0.001 0.000 0.001 0.001 1.000 0.003 0.002 | -| rho_p | 0.093 0.244 -0.001 -0.003 -0.076 0.005 0.200 0.036 -0.236 0.081 0.027 -0.007 -0.162 -0.001 -0.001 0.012 -0.012 -0.000 0.211 0.001 -0.012 0.003 1.000 0.015 | -| p3770_s | -0.282 -0.140 0.000 -0.002 0.001 0.000 0.018 0.028 -0.008 0.010 0.071 0.092 -0.015 -0.002 0.194 -0.433 -0.161 0.011 -0.007 0.019 0.044 0.002 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19522885999778944}), (, {'error': 0.07905605615272182}), (, {'error': 0.12082064336204068}), (, {'error': 11.148037276822032}), (, {'error': 0.027627535141692583}), (, {'error': 0.06980468200080381}), (, {'error': 0.3301389750651147}), (, {'error': 0.2719089836133679}), (, {'error': 0.2339296473909016}), (, {'error': 0.1402591147225951}), (, {'error': 0.03707914092079134}), (, {'error': 0.09918661480472535}), (, {'error': 1.1456320478348285}), (, {'error': 0.028487080021869417}), (, {'error': 0.2598161940175032}), (, {'error': 0.030548340818872255}), (, {'error': 0.1030907040780713}), (, {'error': 0.013312230904710232}), (, {'error': 0.9273277064078682}), (, {'error': 0.013358702349048013}), (, {'error': 0.01788647734946025}), (, {'error': 0.032772620037865144}), (, {'error': 0.2795568845538723}), (, {'error': 0.23307296468567218})]) -Toy 23/25 -Time taken: 2 h, 8 min -Projected time left: 11 min, 12 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.012E+05 | Ncalls=498 (509 total) | -| EDM = 2.97E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 301213.85506244906 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | -0.581 | 0.001 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | -0.412 | 0.007 | | | -2 | 2 | | -| 2 | p4415_p | -1.828 | 0.011 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | 4.164 | 0.004 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 2.42 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.436E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 2.291E-1 | 0.004E-1 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | -0.587E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 0.917 | 0.004 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.337E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.487 | 0.010 | | | -2 | 2 | | -| 11| p4160_p | -1.798 | 0.003 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 1.484E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 1.963 | 0.000 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -0.46 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 3.616 | 0.008 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | -1.373 | 0.011 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -2.892E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 18| omega_s | 0.836E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | -2.615E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.6 | 2.6 | | | -2 | 2 | | -| 21| p4415_s | 2.146 | 0.000 | | |0.126447 | 2.35355 | | -| 22| rho_p | 0.561E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 2.565 | 0.001 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 -0.164 0.159 -0.131 0.166 0.033 0.000 0.021 0.066 0.099 -0.165 -0.079 -0.002 0.039 -0.165 -0.161 -0.158 0.065 -0.022 0.097 -0.166 0.058 0.041 0.022 | -| bplus_2 | -0.164 1.000 -0.948 0.777 -0.985 -0.194 -0.003 -0.125 -0.390 -0.587 0.984 0.468 0.014 -0.232 0.981 0.960 0.941 -0.386 0.129 -0.577 0.987 -0.348 -0.241 -0.131 | -| p4415_p | 0.159 -0.948 1.000 -0.756 0.957 0.189 0.003 0.122 0.380 0.571 -0.957 -0.455 -0.014 0.225 -0.954 -0.934 -0.915 0.376 -0.125 0.561 -0.960 0.338 0.235 0.127 | -| p4040_p | -0.131 0.777 -0.756 1.000 -0.785 -0.155 -0.002 -0.100 -0.311 -0.468 0.784 0.373 0.011 -0.185 0.782 0.765 0.750 -0.308 0.102 -0.460 0.787 -0.277 -0.192 -0.104 | -| jpsi_p | 0.166 -0.985 0.957 -0.785 1.000 0.196 0.003 0.127 0.394 0.593 -0.994 -0.473 -0.014 0.234 -0.991 -0.970 -0.951 0.390 -0.130 0.583 -0.997 0.351 0.244 0.132 | -| omega_p | 0.033 -0.194 0.189 -0.155 0.196 1.000 0.001 0.025 0.078 0.117 -0.196 -0.093 -0.003 0.046 -0.195 -0.191 -0.187 0.077 -0.026 0.115 -0.196 0.069 0.048 0.026 | -| rho_s | 0.000 -0.003 0.003 -0.002 0.003 0.001 1.000 0.000 0.001 0.002 -0.003 -0.001 -0.000 0.001 -0.003 -0.003 -0.003 0.001 -0.000 0.002 -0.003 0.001 0.001 0.000 | -| Dbar_p | 0.021 -0.125 0.122 -0.100 0.127 0.025 0.000 1.000 0.050 0.076 -0.127 -0.060 -0.002 0.030 -0.126 -0.124 -0.121 0.050 -0.017 0.074 -0.127 0.045 0.031 0.017 | -| phi_p | 0.066 -0.390 0.380 -0.311 0.394 0.078 0.001 0.050 1.000 0.235 -0.394 -0.187 -0.006 0.093 -0.393 -0.385 -0.377 0.155 -0.051 0.231 -0.395 0.139 0.097 0.052 | -| p4160_s | 0.099 -0.587 0.571 -0.468 0.593 0.117 0.002 0.076 0.235 1.000 -0.592 -0.282 -0.009 0.140 -0.591 -0.578 -0.566 0.233 -0.077 0.348 -0.594 0.209 0.145 0.079 | -| bplus_1 | -0.165 0.984 -0.957 0.784 -0.994 -0.196 -0.003 -0.127 -0.394 -0.592 1.000 0.472 0.014 -0.234 0.991 0.969 0.950 -0.390 0.130 -0.583 0.997 -0.351 -0.244 -0.132 | -| p4160_p | -0.079 0.468 -0.455 0.373 -0.473 -0.093 -0.001 -0.060 -0.187 -0.282 0.472 1.000 0.007 -0.111 0.471 0.461 0.452 -0.185 0.062 -0.277 0.474 -0.167 -0.116 -0.063 | -| phi_s | -0.002 0.014 -0.014 0.011 -0.014 -0.003 -0.000 -0.002 -0.006 -0.009 0.014 0.007 1.000 -0.003 0.014 0.014 0.014 -0.006 0.002 -0.008 0.014 -0.005 -0.004 -0.002 | -| p4040_s | 0.039 -0.232 0.225 -0.185 0.234 0.046 0.001 0.030 0.093 0.140 -0.234 -0.111 -0.003 1.000 -0.233 -0.228 -0.224 0.092 -0.031 0.137 -0.235 0.083 0.057 0.031 | -| DDstar_p | -0.165 0.981 -0.954 0.782 -0.991 -0.195 -0.003 -0.126 -0.393 -0.591 0.991 0.471 0.014 -0.233 1.000 0.967 0.947 -0.389 0.129 -0.581 0.994 -0.350 -0.243 -0.131 | -| psi2s_p | -0.161 0.960 -0.934 0.765 -0.970 -0.191 -0.003 -0.124 -0.385 -0.578 0.969 0.461 0.014 -0.228 0.967 1.000 0.927 -0.380 0.127 -0.569 0.973 -0.343 -0.238 -0.129 | -| p3770_p | -0.158 0.941 -0.915 0.750 -0.951 -0.187 -0.003 -0.121 -0.377 -0.566 0.950 0.452 0.014 -0.224 0.947 0.927 1.000 -0.373 0.124 -0.557 0.953 -0.336 -0.233 -0.126 | -| DDstar_s | 0.065 -0.386 0.376 -0.308 0.390 0.077 0.001 0.050 0.155 0.233 -0.390 -0.185 -0.006 0.092 -0.389 -0.380 -0.373 1.000 -0.051 0.229 -0.391 0.138 0.096 0.052 | -| omega_s | -0.022 0.129 -0.125 0.102 -0.130 -0.026 -0.000 -0.017 -0.051 -0.077 0.130 0.062 0.002 -0.031 0.129 0.127 0.124 -0.051 1.000 -0.076 0.130 -0.046 -0.032 -0.017 | -| Dbar_s | 0.097 -0.577 0.561 -0.460 0.583 0.115 0.002 0.074 0.231 0.348 -0.583 -0.277 -0.008 0.137 -0.581 -0.569 -0.557 0.229 -0.076 1.000 -0.585 0.206 0.143 0.077 | -| bplus_0 | -0.166 0.987 -0.960 0.787 -0.997 -0.196 -0.003 -0.127 -0.395 -0.594 0.997 0.474 0.014 -0.235 0.994 0.973 0.953 -0.391 0.130 -0.585 1.000 -0.352 -0.244 -0.132 | -| p4415_s | 0.058 -0.348 0.338 -0.277 0.351 0.069 0.001 0.045 0.139 0.209 -0.351 -0.167 -0.005 0.083 -0.350 -0.343 -0.336 0.138 -0.046 0.206 -0.352 1.000 0.086 0.047 | -| rho_p | 0.041 -0.241 0.235 -0.192 0.244 0.048 0.001 0.031 0.097 0.145 -0.244 -0.116 -0.004 0.057 -0.243 -0.238 -0.233 0.096 -0.032 0.143 -0.244 0.086 1.000 0.032 | -| p3770_s | 0.022 -0.131 0.127 -0.104 0.132 0.026 0.000 0.017 0.052 0.079 -0.132 -0.063 -0.002 0.031 -0.131 -0.129 -0.126 0.052 -0.017 0.077 -0.132 0.047 0.032 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0008021046629020367}), (, {'error': 0.006981102720845289}), (, {'error': 0.010789126113766034}), (, {'error': 0.003920370458044609}), (, {'error': 0.031903824130544045}), (, {'error': 0.002687736510240235}), (, {'error': 0.00035127513697814916}), (, {'error': 0.001330266669306912}), (, {'error': 0.0036594724868899142}), (, {'error': 0.000650116086182706}), (, {'error': 0.009632364082979628}), (, {'error': 0.0029318930687027844}), (, {'error': 0.00024665260283374124}), (, {'error': 0.00018821919498790418}), (, {'error': 0.04370084707138533}), (, {'error': 0.008359882400672092}), (, {'error': 0.010665550114953515}), (, {'error': 5.003838547576467e-05}), (, {'error': 0.001206404221692381}), (, {'error': 0.0001043691029140037}), (, {'error': 2.598389022099819}), (, {'error': 0.00039564752496890065}), (, {'error': 0.0016663883345060526}), (, {'error': 0.0009121613627405267})]) -Toy 24/25 -Time taken: 2 h, 12 min -Projected time left: 5 min, 32 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.991E+05 | Ncalls=493 (504 total) | -| EDM = 5.73E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299149.31482901477 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | Ctt | 0.633 | 0.002 | | | -1.5 | 1.5 | | -| 1 | bplus_2 | 0.451 | 0.006 | | | -2 | 2 | | -| 2 | p4415_p | -0.127 | 0.012 | | |-6.28319 | 6.28319 | | -| 3 | p4040_p | -5.405 | 0.006 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -3.847 | 0.005 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.715 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | rho_s | 0.395 | 0.001 | | |0.0253049| 2.0747 | | -| 7 | Dbar_p | 1.175 | 0.022 | | |-6.28319 | 6.28319 | | -| 8 | phi_p | 4.181 | 0.007 | | |-6.28319 | 6.28319 | | -| 9 | p4160_s | 0.350E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 10| bplus_1 | 0.474 | 0.008 | | | -2 | 2 | | -| 11| p4160_p | 3.361 | 0.008 | | |-6.28319 | 6.28319 | | -| 12| phi_s | 15.951 | 0.005 | | | 14.8182 | 23.5818 | | -| 13| p4040_s | 0.387 | 0.001 | | |0.00501244| 2.01499 | | -| 14| DDstar_p | -0.6 | 8.9 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 2.706 | 0.004 | | |-6.28319 | 6.28319 | | -| 16| p3770_p | 3.567 | 0.017 | | |-6.28319 | 6.28319 | | -| 17| DDstar_s | -2.601E-1 | 0.010E-1 | | | -0.3 | 0.3 | | -| 18| omega_s | 0.438E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 19| Dbar_s | 2.212E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 20| bplus_0 | -0.439 | 0.030 | | | -2 | 2 | | -| 21| p4415_s | 2.670E-1 | 0.009E-1 | | |0.126447 | 2.35355 | | -| 22| rho_p | 4.157 | 0.008 | | |-6.28319 | 6.28319 | | -| 23| p3770_s | 0.398E1 | 0.000E1 | | |0.918861 | 4.08114 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | Ctt bplus_2 p4415_p p4040_p jpsi_p omega_p rho_s Dbar_p phi_p p4160_s bplus_1 p4160_p phi_s p4040_s DDstar_p psi2s_p p3770_p DDstar_s omega_s Dbar_s bplus_0 p4415_s rho_p p3770_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| Ctt | 1.000 0.389 -0.227 0.216 0.343 0.030 -0.045 -0.408 -0.047 0.166 0.431 -0.355 -0.028 -0.030 0.434 0.067 -0.397 0.421 0.001 0.021 0.433 -0.057 0.001 -0.011 | -| bplus_2 | 0.389 1.000 -0.470 0.448 0.712 0.063 -0.093 -0.845 -0.098 0.344 0.892 -0.735 -0.058 -0.061 0.898 0.138 -0.822 0.871 0.001 0.044 0.897 -0.119 0.003 -0.022 | -| p4415_p | -0.227 -0.470 1.000 -0.261 -0.415 -0.037 0.055 0.493 0.057 -0.201 -0.520 0.428 0.034 0.036 -0.524 -0.080 0.479 -0.508 -0.001 -0.026 -0.523 0.068 -0.002 0.013 | -| p4040_p | 0.216 0.448 -0.261 1.000 0.395 0.035 -0.052 -0.469 -0.054 0.191 0.495 -0.407 -0.032 -0.034 0.498 0.076 -0.456 0.483 0.001 0.024 0.498 -0.066 0.002 -0.012 | -| jpsi_p | 0.343 0.712 -0.415 0.395 1.000 0.056 -0.083 -0.745 -0.086 0.304 0.787 -0.648 -0.051 -0.054 0.793 0.122 -0.726 0.769 0.001 0.039 0.791 -0.105 0.002 -0.020 | -| omega_p | 0.030 0.063 -0.037 0.035 0.056 1.000 -0.007 -0.066 -0.008 0.027 0.070 -0.057 -0.005 -0.005 0.070 0.011 -0.064 0.068 0.000 0.003 0.070 -0.009 0.000 -0.002 | -| rho_s | -0.045 -0.093 0.055 -0.052 -0.083 -0.007 1.000 0.098 0.011 -0.040 -0.103 0.085 0.007 0.007 -0.104 -0.016 0.095 -0.101 -0.000 -0.005 -0.104 0.014 -0.000 0.003 | -| Dbar_p | -0.408 -0.845 0.493 -0.469 -0.745 -0.066 0.098 1.000 0.103 -0.360 -0.934 0.769 0.061 0.064 -0.941 -0.144 0.861 -0.913 -0.001 -0.046 -0.939 0.125 -0.003 0.023 | -| phi_p | -0.047 -0.098 0.057 -0.054 -0.086 -0.008 0.011 0.103 1.000 -0.042 -0.108 0.089 0.007 0.007 -0.109 -0.017 0.100 -0.106 -0.000 -0.005 -0.109 0.014 -0.000 0.003 | -| p4160_s | 0.166 0.344 -0.201 0.191 0.304 0.027 -0.040 -0.360 -0.042 1.000 0.380 -0.313 -0.025 -0.026 0.383 0.059 -0.350 0.371 0.000 0.019 0.382 -0.051 0.001 -0.010 | -| bplus_1 | 0.431 0.892 -0.520 0.495 0.787 0.070 -0.103 -0.934 -0.108 0.380 1.000 -0.813 -0.064 -0.068 0.994 0.152 -0.909 0.964 0.001 0.049 0.992 -0.131 0.003 -0.025 | -| p4160_p | -0.355 -0.735 0.428 -0.407 -0.648 -0.057 0.085 0.769 0.089 -0.313 -0.813 1.000 0.053 0.056 -0.818 -0.125 0.748 -0.793 -0.001 -0.040 -0.817 0.108 -0.003 0.020 | -| phi_s | -0.028 -0.058 0.034 -0.032 -0.051 -0.005 0.007 0.061 0.007 -0.025 -0.064 0.053 1.000 0.004 -0.064 -0.010 0.059 -0.062 -0.000 -0.003 -0.064 0.009 -0.000 0.002 | -| p4040_s | -0.030 -0.061 0.036 -0.034 -0.054 -0.005 0.007 0.064 0.007 -0.026 -0.068 0.056 0.004 1.000 -0.069 -0.010 0.063 -0.066 -0.000 -0.003 -0.068 0.009 -0.000 0.002 | -| DDstar_p | 0.434 0.898 -0.524 0.498 0.793 0.070 -0.104 -0.941 -0.109 0.383 0.994 -0.818 -0.064 -0.069 1.000 0.153 -0.915 0.970 0.001 0.049 0.999 -0.132 0.003 -0.025 | -| psi2s_p | 0.067 0.138 -0.080 0.076 0.122 0.011 -0.016 -0.144 -0.017 0.059 0.152 -0.125 -0.010 -0.010 0.153 1.000 -0.140 0.149 0.000 0.007 0.153 -0.020 0.000 -0.004 | -| p3770_p | -0.397 -0.822 0.479 -0.456 -0.726 -0.064 0.095 0.861 0.100 -0.350 -0.909 0.748 0.059 0.063 -0.915 -0.140 1.000 -0.888 -0.001 -0.045 -0.914 0.121 -0.003 0.023 | -| DDstar_s | 0.421 0.871 -0.508 0.483 0.769 0.068 -0.101 -0.913 -0.106 0.371 0.964 -0.793 -0.062 -0.066 0.970 0.149 -0.888 1.000 0.001 0.047 0.969 -0.128 0.003 -0.024 | -| omega_s | 0.001 0.001 -0.001 0.001 0.001 0.000 -0.000 -0.001 -0.000 0.000 0.001 -0.001 -0.000 -0.000 0.001 0.000 -0.001 0.001 1.000 0.000 0.001 -0.000 -0.000 -0.000 | -| Dbar_s | 0.021 0.044 -0.026 0.024 0.039 0.003 -0.005 -0.046 -0.005 0.019 0.049 -0.040 -0.003 -0.003 0.049 0.007 -0.045 0.047 0.000 1.000 0.049 -0.006 0.000 -0.001 | -| bplus_0 | 0.433 0.897 -0.523 0.498 0.791 0.070 -0.104 -0.939 -0.109 0.382 0.992 -0.817 -0.064 -0.068 0.999 0.153 -0.914 0.969 0.001 0.049 1.000 -0.132 0.003 -0.025 | -| p4415_s | -0.057 -0.119 0.068 -0.066 -0.105 -0.009 0.014 0.125 0.014 -0.051 -0.131 0.108 0.009 0.009 -0.132 -0.020 0.121 -0.128 -0.000 -0.006 -0.132 1.000 -0.000 0.003 | -| rho_p | 0.001 0.003 -0.002 0.002 0.002 0.000 -0.000 -0.003 -0.000 0.001 0.003 -0.003 -0.000 -0.000 0.003 0.000 -0.003 0.003 -0.000 0.000 0.003 -0.000 1.000 -0.000 | -| p3770_s | -0.011 -0.022 0.013 -0.012 -0.020 -0.002 0.003 0.023 0.003 -0.010 -0.025 0.020 0.002 0.002 -0.025 -0.004 0.023 -0.024 -0.000 -0.001 -0.025 0.003 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0024193426013119357}), (, {'error': 0.005958580822503334}), (, {'error': 0.012073619077743292}), (, {'error': 0.006437269529911305}), (, {'error': 0.005219044768232539}), (, {'error': 0.009145339172215383}), (, {'error': 0.0012812566960654637}), (, {'error': 0.022287203909902686}), (, {'error': 0.007121008528179651}), (, {'error': 0.001245687604233936}), (, {'error': 0.007738687761325247}), (, {'error': 0.007554548935833516}), (, {'error': 0.00476235559894711}), (, {'error': 0.0012680067308443177}), (, {'error': 8.913210317161143}), (, {'error': 0.003997818313584034}), (, {'error': 0.016507619591550338}), (, {'error': 0.0010145673994383375}), (, {'error': 0.0015658104966904673}), (, {'error': 0.0003261404129057399}), (, {'error': 0.03006831845340263}), (, {'error': 0.0008843888606620831}), (, {'error': 0.007738774804402659}), (, {'error': 0.0009053317941756234})]) -Toy 25/25 -Time taken: 2 h, 17 min -Projected time left: -19/25 fits converged -Mean Ctt value = -0.7219412481046987 -Mean Ctt error = 0.19563699837402396 -95 Sensitivy = 0.00032150021511550197 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247871.out b/finished fits/ff1data1/slurm-2247871.out deleted file mode 100644 index 669cb82..0000000 --- a/finished fits/ff1data1/slurm-2247871.out +++ /dev/null @@ -1,5282 +0,0 @@ -Simulation starting -2019-09-05 19:04:36.825248: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:04:37.191582: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 19:04:37.192130: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:04:37.194830: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:04:37.197032: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:04:37.197661: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:04:37.200148: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:04:37.202198: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:04:37.209836: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:04:37.217120: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:04:37.217961: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:04:37.244881: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:04:37.245310: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55d9908683e0 executing computations on platform Host. Devices: -2019-09-05 19:04:37.245351: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:04:37.249477: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 19:04:37.249632: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:04:37.249660: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:04:37.249684: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:04:37.249707: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:04:37.249730: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:04:37.249752: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:04:37.249776: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:04:37.257270: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:04:37.257460: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:04:37.499382: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:04:37.499439: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:04:37.499453: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:04:37.508781: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:8b:00.0, compute capability: 3.7) -2019-09-05 19:04:37.511778: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55d990dc4930 executing computations on platform CUDA. Devices: -2019-09-05 19:04:37.511846: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:04:39.890769 139900480640768 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:04:39.962652 139900480640768 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:04:40.530632 139900480640768 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:05:13.624490: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:05:25.277694 139900480640768 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306651.8319137 Edm = 158.163 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306651.8319137 Edm = 158.163 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298901.1588231 Edm = 6.30926 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298869.5301098 Edm = 1.43416 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298831.353488 Edm = 36.6887 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298691.6624534 Edm = 96.7219 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297702.9392094 Edm = 39.0187 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297675.4821514 Edm = 10.9964 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297635.9665158 Edm = 0.686231 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297634.6198306 Edm = 0.38609 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297621.3685028 Edm = 11.9202 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297541.4936132 Edm = 1.69322 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297539.7500296 Edm = 0.0496373 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297539.6765593 Edm = 0.0395529 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297538.3508235 Edm = 1.42182 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297533.3989417 Edm = 4.80203 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297450.4752983 Edm = 56.7299 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297444.4677775 Edm = 18.1172 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297418.4711014 Edm = 12.1555 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297407.509988 Edm = 1.761 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297405.3294525 Edm = 0.0710998 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297405.2485054 Edm = 0.0196879 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297405.2201439 Edm = 0.021904 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297394.1540947 Edm = 4.26644 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297363.2383046 Edm = 2.84593 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297360.0115986 Edm = 0.127039 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297359.82725 Edm = 0.0380266 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297359.0805995 Edm = 0.166762 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297358.7452039 Edm = 0.103284 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297356.6836978 Edm = 0.626539 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297353.5849876 Edm = 1.41856 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297344.1449123 Edm = 0.651216 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297343.3417656 Edm = 1.07385 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297343.2288887 Edm = 0.107805 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297342.8238537 Edm = 0.100307 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297342.3611045 Edm = 0.342491 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297330.6880945 Edm = 5.48068 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297330.5620248 Edm = 6.85955 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297330.03327 Edm = 0.12527 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297329.782362 Edm = 0.0506109 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297329.7057971 Edm = 0.0112972 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297329.5960862 Edm = 0.0902805 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297307.5145967 Edm = 11.0604 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297306.0474826 Edm = 12.0107 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297299.9362631 Edm = 3.99515 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297294.8384853 Edm = 3.04591 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297293.1745088 Edm = 0.152737 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297293.0956454 Edm = 0.0120398 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297293.0854952 Edm = 0.00254112 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297293.0827613 Edm = 0.00169648 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297293.030517 Edm = 0.0487226 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297285.6509576 Edm = 2.6188 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297281.5576571 Edm = 0.156133 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297281.3601859 Edm = 0.00579258 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297281.3528953 Edm = 0.000188655 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297281.3518766 Edm = 0.000668071 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297281.3105702 Edm = 0.0383795 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297277.526848 Edm = 0.168762 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297277.2781453 Edm = 0.00739081 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297277.2658881 Edm = 0.000968853 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297277.2639775 Edm = 0.000577122 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297277.257435 Edm = 0.0071087 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297277.0319568 Edm = 0.194615 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297273.3703567 Edm = 0.908749 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297272.4667859 Edm = 0.0365468 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297272.4310992 Edm = 0.00242827 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297272.4294817 Edm = 0.000305229 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297272.4280424 Edm = 0.00123652 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297272.3264919 Edm = 0.102557 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297272.2171281 Edm = 0.107441 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297267.6375044 Edm = 0.283419 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297267.4437922 Edm = 0.0574393 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297267.4069243 Edm = 0.00321337 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297267.4040307 Edm = 0.000216386 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297267.4037416 Edm = 8.21142e-05 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297267.4012404 Edm = 0.00258256 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297267.2528648 Edm = 0.00556141 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297266.4372295 Edm = 0.0909305 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297266.3337191 Edm = 0.0109198 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297266.3220207 Edm = 9.14597e-05 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297266.3218563 Edm = 7.64916e-05 NCalls = 251 -VariableMetric: After Hessian - FCN = 297266.3218563 Edm = 9.99953 NCalls = 730 -VariableMetric: Iteration # 80 - FCN = 297266.3218563 Edm = 9.99953 NCalls = 730 -VariableMetric: Iteration # 81 - FCN = 297265.4490304 Edm = 463.368 NCalls = 738 -VariableMetric: Iteration # 82 - FCN = 297264.8804817 Edm = 2.12472 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297264.7602529 Edm = 1.17217 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297263.2647475 Edm = 2.17386 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297262.7346613 Edm = 0.316845 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297262.24688 Edm = 0.363662 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297262.147603 Edm = 0.157309 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297261.9435687 Edm = 0.130195 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297261.7273827 Edm = 0.229443 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297261.3652113 Edm = 0.196022 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297261.1830697 Edm = 0.0957316 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297261.0778197 Edm = 0.0171542 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297261.053837 Edm = 0.00419753 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297261.0461692 Edm = 0.00437196 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297261.0426735 Edm = 0.00298096 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297261.0350494 Edm = 0.00362648 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297261.0225647 Edm = 0.00441054 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297261.0182245 Edm = 0.0039525 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297261.0116232 Edm = 0.00447096 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297261.000781 Edm = 0.00413778 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297260.9957366 Edm = 0.00192612 NCalls = 788 -VariableMetric: Iteration # 102 - FCN = 297260.9932692 Edm = 0.00113198 NCalls = 790 -VariableMetric: Iteration # 103 - FCN = 297260.9906014 Edm = 0.00087709 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297260.9868439 Edm = 0.00156602 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297260.9832217 Edm = 0.00141846 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297260.9807046 Edm = 0.00133377 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297260.9785645 Edm = 0.0035426 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297260.9745705 Edm = 0.00329312 NCalls = 805 -VariableMetric: Iteration # 109 - FCN = 297260.9659982 Edm = 0.00498006 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297260.9605548 Edm = 0.00230826 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297260.9588896 Edm = 0.00107151 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297260.9578315 Edm = 0.000252566 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297260.9574843 Edm = 9.34202e-05 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297260.9573752 Edm = 1.33011e-05 NCalls = 821 -VariableMetric: After Hessian - FCN = 297260.9573752 Edm = 8.38279e-05 NCalls = 1308 -VariableMetric: Iteration # 115 - FCN = 297260.9573752 Edm = 8.38279e-05 NCalls = 1308 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334364.547312 Edm = 423.113 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334364.547312 Edm = 423.113 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298581.427834 Edm = 7.01772 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298454.8570084 Edm = 372.414 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298341.8639295 Edm = 7.12364 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298338.0732257 Edm = 1.00007 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298131.5422334 Edm = 30.7555 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298078.5178038 Edm = 3.68217 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298070.3087079 Edm = 2.16974 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298063.3471644 Edm = 1.64781 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298059.3030537 Edm = 2.3974 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297923.714507 Edm = 65.2608 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297906.0216753 Edm = 114.483 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297807.9485252 Edm = 43.8718 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297772.3594647 Edm = 0.160964 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297772.1522246 Edm = 0.0406125 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297771.3417143 Edm = 0.645528 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297757.1979876 Edm = 3.98018 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297752.5072132 Edm = 0.0540655 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297752.1238487 Edm = 0.320067 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297586.630586 Edm = 58.8075 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297476.1634372 Edm = 23.76 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297463.671025 Edm = 12.7307 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297444.6910736 Edm = 8.00563 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297434.4718072 Edm = 1.53436 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297432.661756 Edm = 0.624292 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297432.2423308 Edm = 0.0851017 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297432.1654562 Edm = 0.00507232 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297432.1097786 Edm = 0.0546526 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297429.7734583 Edm = 2.32336 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297429.7226168 Edm = 0.0451899 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297428.3067808 Edm = 1.40191 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297424.8582267 Edm = 3.01884 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297392.5517542 Edm = 24.0318 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297377.8285868 Edm = 8.51344 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297372.3282715 Edm = 1.14349 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297371.2004233 Edm = 0.291814 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297370.9706693 Edm = 0.014432 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297370.9533319 Edm = 0.00362274 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297370.9405265 Edm = 0.0109084 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297369.9666995 Edm = 0.943761 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297369.9566006 Edm = 0.00740999 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297368.8566984 Edm = 1.12609 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297368.8357073 Edm = 0.0168943 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297364.9768789 Edm = 2.99175 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297333.6580756 Edm = 2.91963 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297332.2332389 Edm = 0.997232 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297331.288 Edm = 0.0457385 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297331.2278536 Edm = 0.00354757 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297331.2138311 Edm = 0.00476155 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297331.2056877 Edm = 0.00364284 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297331.194844 Edm = 0.00813396 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297331.0895837 Edm = 0.118188 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297330.5658112 Edm = 0.434472 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297307.2336134 Edm = 4.28921 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297304.6362071 Edm = 1.72923 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297303.3819522 Edm = 0.0773407 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297303.2950021 Edm = 0.025645 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297303.2734874 Edm = 0.00412157 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297303.2657888 Edm = 0.00162059 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297303.2326813 Edm = 0.0300455 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297301.2232629 Edm = 1.15989 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297298.099552 Edm = 0.222741 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297297.8919211 Edm = 0.0414167 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297297.8628671 Edm = 0.00394232 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297297.8586661 Edm = 0.00233479 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297297.8342438 Edm = 0.0261989 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297296.8523679 Edm = 0.83531 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297287.6394725 Edm = 0.937076 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297286.7480408 Edm = 0.0553193 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297286.6915417 Edm = 0.00172382 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297286.689036 Edm = 0.000732116 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297286.6847312 Edm = 0.00341726 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297286.6528623 Edm = 0.0421699 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297286.074792 Edm = 0.462883 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297281.6240759 Edm = 0.863127 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297280.5703265 Edm = 0.0959815 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297280.4889334 Edm = 0.00537895 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297280.483319 Edm = 0.000708676 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297280.4822011 Edm = 0.00057939 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297280.469017 Edm = 0.014704 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297280.3342079 Edm = 0.128512 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297271.2754763 Edm = 5.81269 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297264.9526434 Edm = 2.26723 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297260.9451921 Edm = 0.973706 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297259.8847566 Edm = 0.338855 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297259.6624774 Edm = 0.0360398 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297259.6325154 Edm = 0.0038338 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297259.628291 Edm = 0.00206089 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297259.6236908 Edm = 0.00368662 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297259.5853987 Edm = 0.040202 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297259.4066912 Edm = 0.174321 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297246.3174716 Edm = 1.77902 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297243.8344009 Edm = 0.42715 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297243.5047962 Edm = 0.0855322 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297243.432842 Edm = 0.0146775 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297243.4206344 Edm = 0.00274189 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297243.4167915 Edm = 0.000510736 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297243.4159653 Edm = 0.000121365 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297243.4157739 Edm = 2.79254e-05 NCalls = 314 -VariableMetric: After Hessian - FCN = 297243.4157739 Edm = 4.00806 NCalls = 795 -VariableMetric: Iteration # 99 - FCN = 297243.4157739 Edm = 4.00806 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297243.0693462 Edm = 2.13005 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297241.3510023 Edm = 0.408852 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297241.0721183 Edm = 0.0602754 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297240.9884405 Edm = 0.0364571 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297240.9574451 Edm = 0.00723482 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297240.9454034 Edm = 0.00121082 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297240.9436718 Edm = 0.000176518 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297240.9433972 Edm = 4.50073e-05 NCalls = 812 -VariableMetric: After Hessian - FCN = 297240.9433972 Edm = 5.5693e-05 NCalls = 1305 -VariableMetric: Iteration # 108 - FCN = 297240.9433972 Edm = 5.5693e-05 NCalls = 1305 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322171.8265751 Edm = 264.568 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322171.8265751 Edm = 264.568 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299462.8541628 Edm = 11.5398 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299147.5132634 Edm = 1617.45 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298304.7007741 Edm = 7377.86 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298210.1661607 Edm = 5.3525 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298206.0956776 Edm = 0.708114 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298154.4330127 Edm = 35.3988 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297930.824892 Edm = 4.72075 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297927.3924785 Edm = 0.247291 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297927.0438087 Edm = 0.16546 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297787.6467263 Edm = 50.3622 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297660.9947134 Edm = 105.423 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297585.9007724 Edm = 10.704 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297573.7716041 Edm = 0.171117 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297573.521275 Edm = 0.0645016 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297567.503626 Edm = 4.36514 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297517.4047894 Edm = 5.56622 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297509.648005 Edm = 0.475833 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297509.2446437 Edm = 0.059414 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297509.0922132 Edm = 0.0723882 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297503.4242319 Edm = 4.42551 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297443.9966165 Edm = 38.2014 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297417.962775 Edm = 18.5732 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297412.0029605 Edm = 2.23086 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297410.2583325 Edm = 0.0655347 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297410.1486782 Edm = 0.0535707 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297409.9922553 Edm = 0.163035 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297403.1391581 Edm = 6.67176 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297359.7311495 Edm = 4.10139 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297353.2870371 Edm = 1.00494 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297352.4923959 Edm = 0.100104 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297352.3688821 Edm = 0.0244033 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297352.2589497 Edm = 0.148158 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297349.6797355 Edm = 2.04412 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297283.6363363 Edm = 19.7106 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297257.266741 Edm = 4.26257 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297246.9222766 Edm = 1.31675 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297244.4944516 Edm = 0.640684 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297243.1433491 Edm = 0.123204 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297242.9299463 Edm = 0.0439985 NCalls = 124 -VariableMetric: Iteration # 40 - FCN = 297242.8687327 Edm = 0.00337804 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297242.8635085 Edm = 0.0023072 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297242.7330891 Edm = 0.0895919 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297240.7021139 Edm = 1.72092 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297232.5456724 Edm = 5.56259 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297226.4253414 Edm = 0.566607 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297225.6680114 Edm = 0.599841 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297225.2173594 Edm = 0.130451 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297225.0272161 Edm = 0.00564315 NCalls = 150 -VariableMetric: Iteration # 49 - FCN = 297225.0204446 Edm = 0.000667092 NCalls = 152 -VariableMetric: Iteration # 50 - FCN = 297225.0180406 Edm = 0.00200934 NCalls = 154 -VariableMetric: Iteration # 51 - FCN = 297224.9127306 Edm = 0.128547 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297224.504887 Edm = 0.347966 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297215.4710954 Edm = 2.86328 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297213.4810896 Edm = 0.645049 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297212.9630835 Edm = 0.0729379 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297212.8559888 Edm = 0.073095 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297212.733612 Edm = 0.0484076 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297212.6528443 Edm = 0.00434578 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297212.6472848 Edm = 0.000351145 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297212.6467307 Edm = 0.000245865 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297212.6452598 Edm = 0.00175476 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297212.6285357 Edm = 0.0175476 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297212.6199835 Edm = 0.00837644 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297212.5636011 Edm = 0.0485634 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297210.0805136 Edm = 2.29007 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297208.9379785 Edm = 0.21795 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297208.8281318 Edm = 0.0178601 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297208.7874726 Edm = 0.0237731 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297208.7107376 Edm = 0.0341481 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297208.6781667 Edm = 0.0050312 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297208.6727108 Edm = 0.000424095 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297208.6720409 Edm = 0.000147155 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297208.6715317 Edm = 0.000462516 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297208.63403 Edm = 0.0377067 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297208.5866109 Edm = 0.0423313 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297206.6643496 Edm = 0.728565 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297205.8704635 Edm = 0.0646521 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297205.8030743 Edm = 0.00666064 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297205.7954031 Edm = 0.00741211 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297205.7909959 Edm = 0.00272373 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297205.7824012 Edm = 0.00305761 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297205.7749377 Edm = 0.0016101 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297205.7739068 Edm = 0.000289132 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297205.7734714 Edm = 0.000100531 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297205.7730236 Edm = 0.000238393 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297205.767654 Edm = 0.00462452 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297205.6151123 Edm = 0.407433 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297205.5698816 Edm = 0.126715 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297204.7039699 Edm = 0.929596 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297198.8750794 Edm = 2.90438 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297197.9541405 Edm = 1.12665 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297197.0943617 Edm = 0.522983 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297196.8898925 Edm = 0.0720853 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297196.801403 Edm = 0.0460319 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297196.7237864 Edm = 0.0444721 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297196.6849813 Edm = 0.0120598 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297196.6755411 Edm = 0.00141483 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297196.6735048 Edm = 0.000728184 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297196.6701673 Edm = 0.00214507 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297196.6046889 Edm = 0.0678092 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297196.5510738 Edm = 0.0503403 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297196.3431034 Edm = 0.187823 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297194.1907688 Edm = 2.85269 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297193.4367281 Edm = 1.16194 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297190.7278859 Edm = 0.59169 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297190.0102996 Edm = 0.133962 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297189.8689749 Edm = 0.092832 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297189.6899002 Edm = 0.0510856 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297189.6108703 Edm = 0.0243762 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297189.5902394 Edm = 0.0167947 NCalls = 352 -VariableMetric: Iteration # 111 - FCN = 297189.5622323 Edm = 0.0108768 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297189.5384003 Edm = 0.00178749 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297189.5356741 Edm = 0.000424384 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297189.5353611 Edm = 0.000132992 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297189.535114 Edm = 9.8048e-05 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297189.5330373 Edm = 0.00184499 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297189.2972112 Edm = 0.188771 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297188.3311167 Edm = 1.13856 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297187.7368031 Edm = 0.104726 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297187.6036579 Edm = 0.00727362 NCalls = 384 -VariableMetric: Iteration # 121 - FCN = 297187.599636 Edm = 0.00271895 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297187.5983273 Edm = 0.00010059 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297187.5980641 Edm = 0.000140166 NCalls = 390 -VariableMetric: Iteration # 124 - FCN = 297187.5964125 Edm = 0.000463844 NCalls = 393 -VariableMetric: Iteration # 125 - FCN = 297187.5957608 Edm = 4.65031e-05 NCalls = 395 -VariableMetric: After Hessian - FCN = 297187.5957608 Edm = 0.471454 NCalls = 872 -VariableMetric: Iteration # 126 - FCN = 297187.5957608 Edm = 0.471454 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297186.5080593 Edm = 0.196244 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297186.4932877 Edm = 0.261152 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297186.3821898 Edm = 0.0929874 NCalls = 881 -VariableMetric: Iteration # 130 - FCN = 297186.2767843 Edm = 0.0603557 NCalls = 883 -VariableMetric: Iteration # 131 - FCN = 297186.1838726 Edm = 0.0477908 NCalls = 885 -VariableMetric: Iteration # 132 - FCN = 297185.89497 Edm = 0.34733 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297185.8682503 Edm = 0.118903 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297185.7940079 Edm = 0.197376 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297185.0273137 Edm = 2.85034 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297183.9903997 Edm = 7.31262 NCalls = 905 -VariableMetric: Iteration # 137 - FCN = 297183.9345847 Edm = 0.0499202 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297183.9075403 Edm = 0.17766 NCalls = 908 -VariableMetric: Iteration # 139 - FCN = 297183.7509016 Edm = 0.403175 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297183.0255943 Edm = 0.605636 NCalls = 915 -VariableMetric: Iteration # 141 - FCN = 297181.5280933 Edm = 1.53838 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 297179.7239476 Edm = 0.747234 NCalls = 920 -VariableMetric: Iteration # 143 - FCN = 297179.4165975 Edm = 0.259316 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297179.1864018 Edm = 0.0794132 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 297179.0812072 Edm = 0.0739633 NCalls = 927 -VariableMetric: Iteration # 146 - FCN = 297178.9785219 Edm = 0.0360914 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297178.9044946 Edm = 0.0211227 NCalls = 932 -VariableMetric: Iteration # 148 - FCN = 297178.8615004 Edm = 0.0135972 NCalls = 935 -VariableMetric: Iteration # 149 - FCN = 297178.8290057 Edm = 0.0145987 NCalls = 937 -VariableMetric: Iteration # 150 - FCN = 297178.8162746 Edm = 0.0145919 NCalls = 938 -VariableMetric: Iteration # 151 - FCN = 297178.8043477 Edm = 0.00281911 NCalls = 941 -VariableMetric: Iteration # 152 - FCN = 297178.7986574 Edm = 0.00241082 NCalls = 943 -VariableMetric: Iteration # 153 - FCN = 297178.7965546 Edm = 0.00159912 NCalls = 945 -VariableMetric: Iteration # 154 - FCN = 297178.7903385 Edm = 0.00216582 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297178.7851144 Edm = 0.000472714 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297178.7842863 Edm = 0.000234749 NCalls = 953 -VariableMetric: Iteration # 157 - FCN = 297178.7839401 Edm = 0.000279455 NCalls = 955 -VariableMetric: Iteration # 158 - FCN = 297178.7830311 Edm = 0.000384977 NCalls = 958 -VariableMetric: Iteration # 159 - FCN = 297178.7824504 Edm = 5.227e-05 NCalls = 960 -VariableMetric: After Hessian - FCN = 297178.7824504 Edm = 0.204329 NCalls = 1447 -VariableMetric: Iteration # 160 - FCN = 297178.7824504 Edm = 0.204329 NCalls = 1447 -VariableMetric: Iteration # 161 - FCN = 297178.780867 Edm = 0.0618521 NCalls = 1450 -VariableMetric: Iteration # 162 - FCN = 297178.7662532 Edm = 0.0132861 NCalls = 1454 -VariableMetric: Iteration # 163 - FCN = 297178.7633446 Edm = 0.0143229 NCalls = 1456 -VariableMetric: Iteration # 164 - FCN = 297178.7517034 Edm = 0.00595541 NCalls = 1461 -VariableMetric: Iteration # 165 - FCN = 297178.7400807 Edm = 0.0185394 NCalls = 1463 -VariableMetric: Iteration # 166 - FCN = 297178.730406 Edm = 0.00580125 NCalls = 1465 -VariableMetric: Iteration # 167 - FCN = 297178.7220984 Edm = 0.00579836 NCalls = 1468 -VariableMetric: Iteration # 168 - FCN = 297178.711157 Edm = 0.00959586 NCalls = 1472 -VariableMetric: Iteration # 169 - FCN = 297178.7044856 Edm = 0.00394809 NCalls = 1475 -VariableMetric: Iteration # 170 - FCN = 297178.6963302 Edm = 0.00207203 NCalls = 1478 -VariableMetric: Iteration # 171 - FCN = 297178.6924225 Edm = 0.00228185 NCalls = 1481 -VariableMetric: Iteration # 172 - FCN = 297178.6873026 Edm = 0.00290436 NCalls = 1485 -VariableMetric: Iteration # 173 - FCN = 297178.6837624 Edm = 0.00339138 NCalls = 1488 -VariableMetric: Iteration # 174 - FCN = 297178.6791934 Edm = 0.00228507 NCalls = 1492 -VariableMetric: Iteration # 175 - FCN = 297178.6763439 Edm = 0.00255307 NCalls = 1495 -VariableMetric: Iteration # 176 - FCN = 297178.6744321 Edm = 0.00204249 NCalls = 1497 -VariableMetric: Iteration # 177 - FCN = 297178.67099 Edm = 0.00165601 NCalls = 1499 -VariableMetric: Iteration # 178 - FCN = 297178.6699843 Edm = 0.0030847 NCalls = 1501 -VariableMetric: Iteration # 179 - FCN = 297178.6680368 Edm = 0.000586754 NCalls = 1506 -VariableMetric: Iteration # 180 - FCN = 297178.6674416 Edm = 0.000838709 NCalls = 1509 -VariableMetric: Iteration # 181 - FCN = 297178.6666585 Edm = 0.00025796 NCalls = 1512 -VariableMetric: Iteration # 182 - FCN = 297178.6662584 Edm = 0.000169529 NCalls = 1514 -VariableMetric: Iteration # 183 - FCN = 297178.6658677 Edm = 0.000228491 NCalls = 1516 -VariableMetric: Iteration # 184 - FCN = 297178.6656196 Edm = 0.000204248 NCalls = 1517 -VariableMetric: Iteration # 185 - FCN = 297178.6653398 Edm = 0.000126406 NCalls = 1519 -VariableMetric: Iteration # 186 - FCN = 297178.6650658 Edm = 0.000106756 NCalls = 1522 -VariableMetric: Iteration # 187 - FCN = 297178.6649605 Edm = 2.43489e-05 NCalls = 1523 -VariableMetric: After Hessian - FCN = 297178.6649605 Edm = 5.77407e-05 NCalls = 2016 -VariableMetric: Iteration # 188 - FCN = 297178.6649605 Edm = 5.77407e-05 NCalls = 2016 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323308.4639158 Edm = 35.5692 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323308.4639158 Edm = 35.5692 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310562.2963346 Edm = 37.1408 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 310292.312663 Edm = 756.431 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 309905.4021964 Edm = 227.378 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300246.1356668 Edm = 240.162 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299991.5800612 Edm = 83.0982 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299714.8162764 Edm = 20.4772 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299691.6611656 Edm = 1.56751 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 299687.8643809 Edm = 0.426206 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 299657.6329512 Edm = 24.2222 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298701.0445647 Edm = 166.925 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297917.2745852 Edm = 42.684 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297902.6403553 Edm = 90.446 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297879.2547059 Edm = 1.94979 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297877.7592824 Edm = 0.169362 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297877.3145594 Edm = 0.391716 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297784.4865067 Edm = 50.3861 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297711.6160405 Edm = 37.6802 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297685.6953402 Edm = 3.10887 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297682.5524283 Edm = 0.109509 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297682.4194454 Edm = 0.0240807 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297680.455362 Edm = 2.05965 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297679.7135496 Edm = 0.707097 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297675.351437 Edm = 3.7104 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297612.0151241 Edm = 17.5767 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297588.5516716 Edm = 1.5258 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297587.4845413 Edm = 0.0837633 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297587.4018843 Edm = 0.0116535 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297587.0939224 Edm = 0.27962 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297553.8223434 Edm = 3.16974 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297550.1916345 Edm = 0.101422 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297550.0752591 Edm = 0.00888885 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297549.9866529 Edm = 0.0785839 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297542.429491 Edm = 3.55024 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297531.662018 Edm = 0.21348 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297531.4191601 Edm = 0.0127321 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297531.4015568 Edm = 0.00142233 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297531.3944527 Edm = 0.00526455 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297530.9479369 Edm = 0.403455 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297510.8993208 Edm = 6.27872 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297503.5685 Edm = 0.917057 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297502.7146221 Edm = 0.34296 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297502.3918052 Edm = 0.0594604 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297502.3246906 Edm = 0.00158904 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297502.3228589 Edm = 0.000534589 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297502.3197707 Edm = 0.00307069 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297501.9723958 Edm = 0.318094 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297495.4028012 Edm = 1.77694 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297493.3073157 Edm = 0.301042 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297492.9811484 Edm = 0.0438149 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297492.9411319 Edm = 0.0140337 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297492.9285153 Edm = 0.00038242 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297492.9280449 Edm = 9.46555e-05 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297492.9258872 Edm = 0.00206007 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297492.4502767 Edm = 0.44244 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297490.197548 Edm = 1.44028 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297488.5762667 Edm = 0.548768 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297487.8657093 Edm = 1.33862 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297486.5508062 Edm = 0.729623 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297485.8125661 Edm = 0.870582 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297485.048217 Edm = 0.439281 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297484.449586 Edm = 1.12585 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297483.9662673 Edm = 0.332201 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297483.7857284 Edm = 0.0802594 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297483.7210063 Edm = 0.0114287 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297483.7115665 Edm = 0.003566 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297483.7031471 Edm = 0.00413769 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297483.6628706 Edm = 0.0262725 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297483.4933199 Edm = 0.130252 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297482.7554924 Edm = 0.864784 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297478.6430699 Edm = 4.72019 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297475.4316977 Edm = 2.09583 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297469.9352872 Edm = 0.630428 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297469.4524329 Edm = 0.30679 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297469.2361876 Edm = 0.0941632 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297469.0576725 Edm = 0.037095 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297469.0434091 Edm = 0.0158514 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297469.0311919 Edm = 0.000691467 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297469.0301926 Edm = 0.000138409 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297469.0289289 Edm = 0.00113082 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297468.95211 Edm = 0.0674562 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297467.4416398 Edm = 0.48767 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297466.8898623 Edm = 0.0313153 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297466.855737 Edm = 0.00134815 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297466.8546088 Edm = 5.18145e-05 NCalls = 270 -VariableMetric: After Hessian - FCN = 297466.8546088 Edm = 366.225 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297466.8546088 Edm = 366.225 NCalls = 745 -VariableMetric: Iteration # 86 - FCN = 297465.4927768 Edm = 203.482 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297465.2570428 Edm = 0.810593 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297464.2418343 Edm = 0.226364 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297463.7568309 Edm = 0.143797 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297463.6156845 Edm = 0.0512684 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297463.5110986 Edm = 0.084063 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297463.3122044 Edm = 0.055808 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297463.1851282 Edm = 0.0107893 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297463.1685835 Edm = 0.00360343 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297463.1665918 Edm = 0.000885753 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297463.1656648 Edm = 0.000132849 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297463.1654687 Edm = 5.16269e-05 NCalls = 776 -VariableMetric: After Hessian - FCN = 297463.1654687 Edm = 0.00121008 NCalls = 1265 -VariableMetric: Iteration # 98 - FCN = 297463.1654687 Edm = 0.00121008 NCalls = 1265 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313405.6453177 Edm = 31.1255 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313405.6453177 Edm = 31.1255 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299909.3534726 Edm = 153.258 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299620.3473313 Edm = 50.578 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299612.9236391 Edm = 1.95705 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299497.707728 Edm = 64.4511 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299142.6383844 Edm = 20.0775 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 299104.3257341 Edm = 2.46223 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299099.8882279 Edm = 1.4791 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299071.6347204 Edm = 41.5138 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 299037.0472382 Edm = 34.0124 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298845.7249751 Edm = 79.337 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298306.7617129 Edm = 265.796 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297853.6571379 Edm = 97.8018 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297755.3708517 Edm = 36.0468 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297725.5107321 Edm = 4.40491 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297721.0274084 Edm = 0.371117 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297720.548975 Edm = 0.11467 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297696.4561731 Edm = 16.6925 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297637.4852744 Edm = 42.1839 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297576.299917 Edm = 7.95157 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297565.3831393 Edm = 0.390508 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297564.604587 Edm = 0.0852882 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297564.5211487 Edm = 0.0198911 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297563.8985527 Edm = 0.531315 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297540.6016083 Edm = 23.9688 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297512.2220533 Edm = 16.6995 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297476.1006594 Edm = 15.1883 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297469.3280524 Edm = 2.45658 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297463.369203 Edm = 1.11213 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297461.5758692 Edm = 0.226308 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297461.1810734 Edm = 0.110105 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297449.0045233 Edm = 16.443 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297448.995378 Edm = 0.222443 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297444.5954276 Edm = 4.78244 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297426.3171289 Edm = 18.8132 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297425.5207452 Edm = 0.745404 NCalls = 139 -VariableMetric: Iteration # 36 - FCN = 297369.1458154 Edm = 4.93061 NCalls = 146 -VariableMetric: Iteration # 37 - FCN = 297362.7474233 Edm = 5.18631 NCalls = 148 -VariableMetric: Iteration # 38 - FCN = 297352.7900899 Edm = 0.450813 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297352.3911779 Edm = 0.107961 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297352.1860254 Edm = 0.0189606 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297352.137385 Edm = 0.0299153 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297349.1342657 Edm = 2.16807 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297332.320135 Edm = 5.89748 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297323.7973577 Edm = 0.423618 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297323.3716968 Edm = 0.123773 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297323.2316074 Edm = 0.0321602 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297323.1882771 Edm = 0.00351595 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297323.1616829 Edm = 0.0233247 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297321.9358827 Edm = 1.00675 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297307.7411671 Edm = 12.5836 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297298.7235316 Edm = 0.880818 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297297.7392334 Edm = 0.069127 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297297.5622784 Edm = 0.0332791 NCalls = 196 -VariableMetric: Iteration # 54 - FCN = 297297.5078937 Edm = 0.00413771 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297297.4982295 Edm = 0.00341889 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297297.463655 Edm = 0.0352688 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297297.1361594 Edm = 0.303393 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297288.2379436 Edm = 10.4186 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297286.2771555 Edm = 3.332 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297275.8289199 Edm = 18.4877 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297269.2274959 Edm = 6.22583 NCalls = 227 -VariableMetric: Iteration # 62 - FCN = 297260.3672078 Edm = 3.98105 NCalls = 231 -VariableMetric: Iteration # 63 - FCN = 297258.6690292 Edm = 1.52267 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297256.9472154 Edm = 1.16796 NCalls = 236 -VariableMetric: Iteration # 65 - FCN = 297254.3348088 Edm = 1.17511 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297252.045103 Edm = 2.44513 NCalls = 242 -VariableMetric: Iteration # 67 - FCN = 297251.1624963 Edm = 0.869163 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297249.7902614 Edm = 0.227428 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297249.3201213 Edm = 0.320584 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297249.157577 Edm = 0.033388 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297249.1205187 Edm = 0.00398561 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297249.1040016 Edm = 0.0177817 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297248.8809213 Edm = 0.136726 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297246.8863725 Edm = 1.7417 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297240.8837317 Edm = 5.3482 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297236.1442897 Edm = 2.42076 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297233.7458815 Edm = 0.689123 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297233.2397392 Edm = 0.0363671 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297233.2035682 Edm = 0.00246686 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297233.2002078 Edm = 0.00166675 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297233.1922544 Edm = 0.00507947 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297233.0657261 Edm = 0.134177 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297230.0351323 Edm = 2.75114 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297212.3590514 Edm = 5.2329 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297207.8013841 Edm = 0.525723 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297207.2364336 Edm = 0.138386 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 297207.0679169 Edm = 0.0282479 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297207.0391042 Edm = 0.00221324 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297207.0367053 Edm = 0.000877521 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297207.0279831 Edm = 0.00967701 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297206.5020123 Edm = 0.464272 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297196.2564949 Edm = 3.18897 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297191.0104865 Edm = 0.473909 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297190.6450261 Edm = 0.0864613 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297190.5521856 Edm = 0.0129369 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297190.5280428 Edm = 0.00303444 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297190.5240724 Edm = 0.000399662 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297190.5234387 Edm = 0.000260145 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297190.5010014 Edm = 0.0218864 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297189.3322775 Edm = 0.938287 NCalls = 340 -VariableMetric: Iteration # 101 - FCN = 297189.0896157 Edm = 0.332322 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297187.7217036 Edm = 1.29887 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297186.4136417 Edm = 0.722259 NCalls = 354 -VariableMetric: Iteration # 104 - FCN = 297185.736697 Edm = 0.196503 NCalls = 357 -VariableMetric: Iteration # 105 - FCN = 297185.5321539 Edm = 0.0312198 NCalls = 359 -VariableMetric: Iteration # 106 - FCN = 297185.489903 Edm = 0.023765 NCalls = 361 -VariableMetric: Iteration # 107 - FCN = 297185.4649561 Edm = 0.00583777 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297185.4516122 Edm = 0.00415247 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297185.4368709 Edm = 0.000713253 NCalls = 368 -VariableMetric: Iteration # 110 - FCN = 297185.4359063 Edm = 7.81228e-05 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297185.4357837 Edm = 7.1913e-05 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297185.4353077 Edm = 0.000392674 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297185.4219751 Edm = 0.0121002 NCalls = 379 -VariableMetric: Iteration # 114 - FCN = 297184.9261914 Edm = 0.324008 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297184.1512558 Edm = 2.14257 NCalls = 388 -VariableMetric: Iteration # 116 - FCN = 297182.8787976 Edm = 0.135118 NCalls = 391 -VariableMetric: Iteration # 117 - FCN = 297182.7352643 Edm = 0.00206124 NCalls = 392 -VariableMetric: Iteration # 118 - FCN = 297182.7326381 Edm = 0.000156987 NCalls = 394 -VariableMetric: Iteration # 119 - FCN = 297182.7323898 Edm = 0.00010962 NCalls = 396 -VariableMetric: Iteration # 120 - FCN = 297182.7320658 Edm = 0.000162939 NCalls = 398 -VariableMetric: Iteration # 121 - FCN = 297182.7293794 Edm = 0.00229373 NCalls = 402 -VariableMetric: Iteration # 122 - FCN = 297182.3230019 Edm = 0.294602 NCalls = 408 -VariableMetric: Iteration # 123 - FCN = 297180.8874542 Edm = 0.228501 NCalls = 411 -VariableMetric: Iteration # 124 - FCN = 297180.6617263 Edm = 0.0147508 NCalls = 413 -VariableMetric: Iteration # 125 - FCN = 297180.6474516 Edm = 0.00112019 NCalls = 414 -VariableMetric: Iteration # 126 - FCN = 297180.6460409 Edm = 0.000139478 NCalls = 416 -VariableMetric: Iteration # 127 - FCN = 297180.6458905 Edm = 2.07913e-05 NCalls = 418 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308189.8752762 Edm = 288.415 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308189.8752762 Edm = 288.415 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306250.0788881 Edm = 9.64097 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302417.6609074 Edm = 17.5296 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302342.4683657 Edm = 23.9689 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 300850.4646512 Edm = 391.841 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 300250.7686669 Edm = 3084.1 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299357.7686329 Edm = 4.72576 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 299353.491753 Edm = 3.09812 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 299350.1042928 Edm = 0.40271 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299309.7554535 Edm = 38.4754 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298243.2494781 Edm = 183.968 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297875.2843796 Edm = 66.0983 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297819.6918924 Edm = 11.9214 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297811.0814217 Edm = 4.0177 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297808.7839862 Edm = 0.319892 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297775.8089126 Edm = 28.976 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297537.7144183 Edm = 25.4662 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297512.3662262 Edm = 3.65907 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297509.6263448 Edm = 0.137138 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297509.4976117 Edm = 0.0063341 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297508.9895217 Edm = 0.531693 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297503.3860264 Edm = 5.29498 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297410.5226269 Edm = 1.10177 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297409.0076553 Edm = 0.0714598 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297408.9276752 Edm = 0.00945329 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297408.8755179 Edm = 0.0426471 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297405.5174737 Edm = 4.75759 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297404.0911887 Edm = 1.32545 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297359.9976921 Edm = 4.12796 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297356.6089891 Edm = 0.071207 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297356.5252453 Edm = 0.00485691 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297356.5163501 Edm = 0.00347562 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297356.3843159 Edm = 0.1154 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297340.9009289 Edm = 1.73633 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297338.9943141 Edm = 0.0157274 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297338.9811273 Edm = 0.000862001 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297338.9790716 Edm = 0.00102858 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297338.9001159 Edm = 0.071839 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297335.8818012 Edm = 1.81979 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297327.5916631 Edm = 0.422152 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297327.1381168 Edm = 0.00355899 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297327.1334262 Edm = 0.000253797 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297327.1321295 Edm = 0.000897738 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297327.0712685 Edm = 0.0628816 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297325.8289402 Edm = 0.499912 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297321.5057484 Edm = 1.64958 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297317.9902356 Edm = 0.294023 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297317.4158933 Edm = 0.0815644 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297317.2520526 Edm = 0.0111923 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297317.237861 Edm = 0.000407198 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297317.2373425 Edm = 0.000106195 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297317.2366416 Edm = 0.000665517 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297317.1991311 Edm = 0.0395695 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297317.1734223 Edm = 0.0255586 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297317.1703387 Edm = 0.00290786 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297315.9577123 Edm = 0.348709 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297315.4426273 Edm = 1.09345 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297314.4107694 Edm = 0.774868 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297313.6180385 Edm = 1.05411 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297312.4786037 Edm = 1.63329 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297311.7563444 Edm = 1.21985 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297309.9611688 Edm = 3.186 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297309.192642 Edm = 2.40254 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297307.9872921 Edm = 1.64031 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297304.7530997 Edm = 4.73535 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297302.7621374 Edm = 2.18189 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297301.9116456 Edm = 0.916003 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297300.5823336 Edm = 0.396441 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297300.2635562 Edm = 0.121484 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297300.1635321 Edm = 0.0030943 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297300.1605526 Edm = 0.000390976 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297300.1598577 Edm = 0.000344032 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297300.1489421 Edm = 0.0113796 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297299.6942007 Edm = 0.291609 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297299.64766 Edm = 0.00181304 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297299.6456621 Edm = 0.000474019 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297299.6427129 Edm = 0.00294111 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297299.4183247 Edm = 0.235854 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297299.4168568 Edm = 0.00105822 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297299.130108 Edm = 0.358036 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297299.1286874 Edm = 0.000490799 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297299.10511 Edm = 0.0280862 NCalls = 289 -VariableMetric: Iteration # 82 - FCN = 297299.0449569 Edm = 0.0577929 NCalls = 295 -VariableMetric: Iteration # 83 - FCN = 297292.5760991 Edm = 1.27925 NCalls = 304 -VariableMetric: Iteration # 84 - FCN = 297291.7846893 Edm = 1.04032 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297291.2910399 Edm = 0.309621 NCalls = 309 -VariableMetric: Iteration # 86 - FCN = 297290.938641 Edm = 0.0906469 NCalls = 311 -VariableMetric: Iteration # 87 - FCN = 297290.5798578 Edm = 0.447016 NCalls = 313 -VariableMetric: Iteration # 88 - FCN = 297290.4080006 Edm = 0.180771 NCalls = 315 -VariableMetric: Iteration # 89 - FCN = 297289.9925244 Edm = 0.0861992 NCalls = 319 -VariableMetric: Iteration # 90 - FCN = 297289.8763074 Edm = 0.0543648 NCalls = 321 -VariableMetric: Iteration # 91 - FCN = 297289.8420014 Edm = 0.0212864 NCalls = 323 -VariableMetric: Iteration # 92 - FCN = 297289.8095105 Edm = 0.00257777 NCalls = 325 -VariableMetric: Iteration # 93 - FCN = 297289.8066764 Edm = 0.000333063 NCalls = 327 -VariableMetric: Iteration # 94 - FCN = 297289.805683 Edm = 0.00061197 NCalls = 329 -VariableMetric: Iteration # 95 - FCN = 297289.7941646 Edm = 0.0120692 NCalls = 333 -VariableMetric: Iteration # 96 - FCN = 297289.6341437 Edm = 0.167099 NCalls = 339 -VariableMetric: Iteration # 97 - FCN = 297289.6202123 Edm = 0.0135032 NCalls = 343 -VariableMetric: Iteration # 98 - FCN = 297288.5888065 Edm = 0.164531 NCalls = 350 -VariableMetric: Iteration # 99 - FCN = 297287.6420407 Edm = 0.274278 NCalls = 352 -VariableMetric: Iteration # 100 - FCN = 297287.489464 Edm = 0.0121061 NCalls = 354 -VariableMetric: Iteration # 101 - FCN = 297287.4752571 Edm = 0.000856575 NCalls = 356 -VariableMetric: Iteration # 102 - FCN = 297287.4727004 Edm = 0.00172073 NCalls = 358 -VariableMetric: Iteration # 103 - FCN = 297287.3313422 Edm = 0.132497 NCalls = 364 -VariableMetric: Iteration # 104 - FCN = 297285.1545002 Edm = 1.19612 NCalls = 368 -VariableMetric: Iteration # 105 - FCN = 297280.6388494 Edm = 0.983822 NCalls = 372 -VariableMetric: Iteration # 106 - FCN = 297279.9793498 Edm = 0.167359 NCalls = 374 -VariableMetric: Iteration # 107 - FCN = 297279.7938094 Edm = 0.0148527 NCalls = 376 -VariableMetric: Iteration # 108 - FCN = 297279.7496475 Edm = 0.0114638 NCalls = 379 -VariableMetric: Iteration # 109 - FCN = 297279.7328925 Edm = 0.00600764 NCalls = 381 -VariableMetric: Iteration # 110 - FCN = 297279.7282426 Edm = 0.00154094 NCalls = 383 -VariableMetric: Iteration # 111 - FCN = 297279.7266709 Edm = 0.000108781 NCalls = 385 -VariableMetric: Iteration # 112 - FCN = 297279.7265525 Edm = 2.35768e-05 NCalls = 387 -VariableMetric: After Hessian - FCN = 297279.7265525 Edm = 27.9644 NCalls = 872 -VariableMetric: Iteration # 113 - FCN = 297279.7265525 Edm = 27.9644 NCalls = 872 -VariableMetric: Iteration # 114 - FCN = 297279.6907799 Edm = 121.968 NCalls = 876 -VariableMetric: Iteration # 115 - FCN = 297277.7700712 Edm = 0.516967 NCalls = 883 -VariableMetric: Iteration # 116 - FCN = 297277.1834928 Edm = 3.76578 NCalls = 886 -VariableMetric: Iteration # 117 - FCN = 297270.5954197 Edm = 3.68155 NCalls = 891 -VariableMetric: Iteration # 118 - FCN = 297270.1440985 Edm = 2.51633 NCalls = 894 -VariableMetric: Iteration # 119 - FCN = 297263.1070596 Edm = 2.8949 NCalls = 898 -VariableMetric: Iteration # 120 - FCN = 297261.8037569 Edm = 1.42503 NCalls = 900 -VariableMetric: Iteration # 121 - FCN = 297261.8011926 Edm = 15875.7 NCalls = 903 -VariableMetric: Iteration # 122 - FCN = 297261.5295365 Edm = 5324.26 NCalls = 908 -VariableMetric: Iteration # 123 - FCN = 297260.9240636 Edm = 8833.32 NCalls = 912 -VariableMetric: Iteration # 124 - FCN = 297260.4572172 Edm = 1139.78 NCalls = 916 -VariableMetric: Iteration # 125 - FCN = 297259.688694 Edm = 480.163 NCalls = 920 -VariableMetric: Iteration # 126 - FCN = 297259.3203345 Edm = 160.267 NCalls = 924 -VariableMetric: Iteration # 127 - FCN = 297258.9852206 Edm = 86.2789 NCalls = 927 -VariableMetric: Iteration # 128 - FCN = 297258.657786 Edm = 253.275 NCalls = 930 -VariableMetric: Iteration # 129 - FCN = 297257.7870365 Edm = 42.2765 NCalls = 933 -VariableMetric: Iteration # 130 - FCN = 297257.6405483 Edm = 645.758 NCalls = 935 -VariableMetric: Iteration # 131 - FCN = 297257.2046957 Edm = 47.4187 NCalls = 938 -VariableMetric: Iteration # 132 - FCN = 297257.1019143 Edm = 8.87536 NCalls = 941 -VariableMetric: Iteration # 133 - FCN = 297256.9635865 Edm = 2.94265 NCalls = 944 -VariableMetric: Iteration # 134 - FCN = 297256.8870188 Edm = 48.1021 NCalls = 946 -VariableMetric: Iteration # 135 - FCN = 297256.6352665 Edm = 3.55446 NCalls = 948 -VariableMetric: Iteration # 136 - FCN = 297256.1988844 Edm = 3.94656 NCalls = 950 -VariableMetric: Iteration # 137 - FCN = 297255.8938089 Edm = 0.792183 NCalls = 952 -VariableMetric: Iteration # 138 - FCN = 297255.7738009 Edm = 1.07532 NCalls = 954 -VariableMetric: Iteration # 139 - FCN = 297255.4268408 Edm = 2.06763 NCalls = 956 -VariableMetric: Iteration # 140 - FCN = 297255.2194411 Edm = 1.12488 NCalls = 958 -VariableMetric: Iteration # 141 - FCN = 297255.0184557 Edm = 0.896212 NCalls = 960 -VariableMetric: Iteration # 142 - FCN = 297254.8858766 Edm = 1.19404 NCalls = 962 -VariableMetric: Iteration # 143 - FCN = 297254.196678 Edm = 1.40056 NCalls = 965 -VariableMetric: Iteration # 144 - FCN = 297253.8897878 Edm = 3.39881 NCalls = 968 -VariableMetric: Iteration # 145 - FCN = 297253.2405499 Edm = 0.887716 NCalls = 971 -VariableMetric: Iteration # 146 - FCN = 297252.6711087 Edm = 0.410054 NCalls = 973 -VariableMetric: Iteration # 147 - FCN = 297252.442005 Edm = 0.321308 NCalls = 975 -VariableMetric: Iteration # 148 - FCN = 297252.2381556 Edm = 0.129704 NCalls = 977 -VariableMetric: Iteration # 149 - FCN = 297252.138226 Edm = 0.103663 NCalls = 980 -VariableMetric: Iteration # 150 - FCN = 297252.1014361 Edm = 0.050591 NCalls = 982 -VariableMetric: Iteration # 151 - FCN = 297252.0537227 Edm = 0.0323058 NCalls = 984 -VariableMetric: Iteration # 152 - FCN = 297252.03692 Edm = 0.0443191 NCalls = 986 -VariableMetric: Iteration # 153 - FCN = 297251.9886234 Edm = 0.0357469 NCalls = 990 -VariableMetric: Iteration # 154 - FCN = 297251.8998905 Edm = 0.0538705 NCalls = 994 -VariableMetric: Iteration # 155 - FCN = 297251.8532549 Edm = 0.0664551 NCalls = 996 -VariableMetric: Iteration # 156 - FCN = 297251.8259093 Edm = 0.0437572 NCalls = 999 -VariableMetric: Iteration # 157 - FCN = 297251.7994613 Edm = 0.0155728 NCalls = 1001 -VariableMetric: Iteration # 158 - FCN = 297251.7813064 Edm = 0.00468533 NCalls = 1003 -VariableMetric: Iteration # 159 - FCN = 297251.7757786 Edm = 0.00129424 NCalls = 1005 -VariableMetric: Iteration # 160 - FCN = 297251.773445 Edm = 0.00144488 NCalls = 1008 -VariableMetric: Iteration # 161 - FCN = 297251.7717021 Edm = 0.000639554 NCalls = 1010 -VariableMetric: Iteration # 162 - FCN = 297251.7707837 Edm = 0.00029864 NCalls = 1012 -VariableMetric: Iteration # 163 - FCN = 297251.770285 Edm = 0.000323146 NCalls = 1014 -VariableMetric: Iteration # 164 - FCN = 297251.7697525 Edm = 0.000428144 NCalls = 1016 -VariableMetric: Iteration # 165 - FCN = 297251.7683469 Edm = 0.000634247 NCalls = 1019 -VariableMetric: Iteration # 166 - FCN = 297251.767415 Edm = 5.7834e-05 NCalls = 1021 -VariableMetric: After Hessian - FCN = 297251.767415 Edm = 0.00319739 NCalls = 1512 -VariableMetric: Iteration # 167 - FCN = 297251.767415 Edm = 0.00319739 NCalls = 1512 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307252.6076968 Edm = 9.80396 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307252.6076968 Edm = 9.80396 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304947.777915 Edm = 7.76288 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304933.9769991 Edm = 14.891 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299123.1568809 Edm = 90.1406 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298919.9646804 Edm = 1.79135 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298919.010324 Edm = 0.974223 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298914.5398386 Edm = 1.75292 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298521.484442 Edm = 157.928 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298353.8116719 Edm = 257.69 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297801.1394164 Edm = 202.818 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297704.4147031 Edm = 97.3157 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297590.3147834 Edm = 1.56979 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297588.8869915 Edm = 0.0792791 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297588.7861849 Edm = 0.0435046 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297587.2996996 Edm = 1.42713 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297373.1355001 Edm = 29.2386 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297340.061673 Edm = 7.81913 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297329.5686709 Edm = 2.03367 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297327.806597 Edm = 0.096294 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297327.7209418 Edm = 0.0089817 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297327.5651726 Edm = 0.150698 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297315.6438675 Edm = 1.973 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297297.6043053 Edm = 6.79192 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297293.2922821 Edm = 0.582696 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297292.7540691 Edm = 0.0685228 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297292.6851846 Edm = 0.0100297 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297292.6339625 Edm = 0.0346702 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297291.9922809 Edm = 0.511351 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297284.9324963 Edm = 2.5049 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297283.4244478 Edm = 0.276223 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297283.2223159 Edm = 0.00561637 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297283.2156812 Edm = 0.00213612 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297283.1389354 Edm = 0.0798544 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297280.7188565 Edm = 0.446978 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297272.9218694 Edm = 1.08794 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297271.4274307 Edm = 0.0969032 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297271.2953601 Edm = 0.010016 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297271.2844456 Edm = 0.000306728 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297271.2836393 Edm = 0.00055123 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297271.2329256 Edm = 0.0482884 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297266.3528157 Edm = 1.26221 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297264.748867 Edm = 0.0327729 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297264.7138641 Edm = 0.00114802 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297264.7126595 Edm = 7.09066e-05 NCalls = 149 -VariableMetric: After Hessian - FCN = 297264.7126595 Edm = 126.276 NCalls = 628 -VariableMetric: Iteration # 44 - FCN = 297264.7126595 Edm = 126.276 NCalls = 628 -VariableMetric: Iteration # 45 - FCN = 297262.964351 Edm = 176.718 NCalls = 637 -VariableMetric: Iteration # 46 - FCN = 297262.8758653 Edm = 4.03875 NCalls = 641 -VariableMetric: Iteration # 47 - FCN = 297261.2322766 Edm = 10624.2 NCalls = 643 -VariableMetric: Iteration # 48 - FCN = 297261.1225353 Edm = 3170.17 NCalls = 648 -VariableMetric: Iteration # 49 - FCN = 297260.1230937 Edm = 30103.5 NCalls = 651 -VariableMetric: Iteration # 50 - FCN = 297259.4415683 Edm = 509.573 NCalls = 655 -VariableMetric: Iteration # 51 - FCN = 297258.4286099 Edm = 799.537 NCalls = 658 -VariableMetric: Iteration # 52 - FCN = 297257.8167088 Edm = 125.312 NCalls = 661 -VariableMetric: Iteration # 53 - FCN = 297257.51341 Edm = 39.481 NCalls = 664 -VariableMetric: Iteration # 54 - FCN = 297257.1889225 Edm = 64.1388 NCalls = 667 -VariableMetric: Iteration # 55 - FCN = 297257.0933791 Edm = 38.4917 NCalls = 670 -VariableMetric: Iteration # 56 - FCN = 297256.9681536 Edm = 23.2431 NCalls = 673 -VariableMetric: Iteration # 57 - FCN = 297256.5623886 Edm = 11.365 NCalls = 675 -VariableMetric: Iteration # 58 - FCN = 297256.2023513 Edm = 5.18083 NCalls = 677 -VariableMetric: Iteration # 59 - FCN = 297255.9363882 Edm = 1.34747 NCalls = 679 -VariableMetric: Iteration # 60 - FCN = 297255.873273 Edm = 5.61678 NCalls = 681 -VariableMetric: Iteration # 61 - FCN = 297255.7881283 Edm = 1.76309 NCalls = 683 -VariableMetric: Iteration # 62 - FCN = 297255.660948 Edm = 1.18637 NCalls = 685 -VariableMetric: Iteration # 63 - FCN = 297255.3817692 Edm = 0.727383 NCalls = 687 -VariableMetric: Iteration # 64 - FCN = 297255.3220613 Edm = 0.237607 NCalls = 689 -VariableMetric: Iteration # 65 - FCN = 297255.3028614 Edm = 0.138349 NCalls = 691 -VariableMetric: Iteration # 66 - FCN = 297255.2717 Edm = 0.0583905 NCalls = 693 -VariableMetric: Iteration # 67 - FCN = 297255.2664476 Edm = 0.0539168 NCalls = 695 -VariableMetric: Iteration # 68 - FCN = 297255.2595676 Edm = 0.0160706 NCalls = 697 -VariableMetric: Iteration # 69 - FCN = 297255.256927 Edm = 0.0169376 NCalls = 699 -VariableMetric: Iteration # 70 - FCN = 297255.2503546 Edm = 0.00190631 NCalls = 701 -VariableMetric: Iteration # 71 - FCN = 297255.2481149 Edm = 0.000667466 NCalls = 703 -VariableMetric: Iteration # 72 - FCN = 297255.2470655 Edm = 0.00140175 NCalls = 705 -VariableMetric: Iteration # 73 - FCN = 297255.2282131 Edm = 0.0419399 NCalls = 712 -VariableMetric: Iteration # 74 - FCN = 297255.2279582 Edm = 0.000361113 NCalls = 714 -VariableMetric: Iteration # 75 - FCN = 297255.226951 Edm = 0.0010121 NCalls = 716 -VariableMetric: Iteration # 76 - FCN = 297255.2077292 Edm = 0.0357483 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297255.2053764 Edm = 0.00233953 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297255.171418 Edm = 0.0729775 NCalls = 731 -VariableMetric: Iteration # 79 - FCN = 297255.1702315 Edm = 0.0020017 NCalls = 734 -VariableMetric: Iteration # 80 - FCN = 297255.1593733 Edm = 0.0195698 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297255.0656324 Edm = 0.139938 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297255.0631288 Edm = 0.00234228 NCalls = 747 -VariableMetric: Iteration # 83 - FCN = 297254.9517835 Edm = 0.184685 NCalls = 754 -VariableMetric: Iteration # 84 - FCN = 297254.9511405 Edm = 0.000483696 NCalls = 756 -VariableMetric: Iteration # 85 - FCN = 297254.9471241 Edm = 0.00438574 NCalls = 759 -VariableMetric: Iteration # 86 - FCN = 297254.9360308 Edm = 0.0105677 NCalls = 763 -VariableMetric: Iteration # 87 - FCN = 297254.4467113 Edm = 0.243188 NCalls = 767 -VariableMetric: Iteration # 88 - FCN = 297254.1395488 Edm = 0.100154 NCalls = 769 -VariableMetric: Iteration # 89 - FCN = 297254.0376467 Edm = 0.0279675 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297254.0181738 Edm = 0.0078327 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297254.0123673 Edm = 0.000446203 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297254.0118942 Edm = 2.41325e-05 NCalls = 776 -VariableMetric: After Hessian - FCN = 297254.0118942 Edm = 2.944e-05 NCalls = 1273 -VariableMetric: Iteration # 93 - FCN = 297254.0118942 Edm = 2.944e-05 NCalls = 1273 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309658.6634841 Edm = 83.0156 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309658.6634841 Edm = 83.0156 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304414.2294082 Edm = 14.9085 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304400.918942 Edm = 48.3078 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298085.4080242 Edm = 39.5993 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297978.7552202 Edm = 122.368 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297886.7356794 Edm = 0.233671 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297886.1973093 Edm = 0.134878 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297882.0254948 Edm = 3.98319 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297813.2418155 Edm = 0.790931 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297812.4091353 Edm = 0.0386228 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297812.1780062 Edm = 0.198671 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297751.7271499 Edm = 5.5655 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297630.3339698 Edm = 27.3815 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297618.271669 Edm = 2.07165 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297615.9399699 Edm = 0.138789 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297615.6353715 Edm = 0.250968 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297609.4927231 Edm = 5.60627 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297516.8808819 Edm = 18.9116 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297498.603918 Edm = 1.11682 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297497.9259489 Edm = 0.133491 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297497.7436184 Edm = 0.0432003 NCalls = 64 -VariableMetric: Iteration # 21 - FCN = 297497.6828827 Edm = 0.0095359 NCalls = 66 -VariableMetric: Iteration # 22 - FCN = 297497.4609516 Edm = 0.212167 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297495.1623615 Edm = 2.4532 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297495.1138802 Edm = 0.0676267 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297494.6581317 Edm = 0.589331 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297490.3005562 Edm = 2.36798 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297490.2257255 Edm = 0.0303876 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297490.181757 Edm = 0.0169263 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297489.8979205 Edm = 0.0356715 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297488.8219683 Edm = 0.919026 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297467.7353102 Edm = 3.4584 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297461.7335051 Edm = 0.22569 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297461.4649317 Edm = 0.0504684 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297461.3285877 Edm = 0.225825 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297459.4812163 Edm = 1.43849 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297424.051543 Edm = 3.23997 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297419.9663678 Edm = 1.18738 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297418.6487256 Edm = 0.229758 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297418.0449011 Edm = 0.107248 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297417.8085655 Edm = 0.0270574 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297417.7401565 Edm = 0.0093604 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297417.6606045 Edm = 0.0404493 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297410.3525124 Edm = 5.73964 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297382.2571537 Edm = 16.8337 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297366.0004456 Edm = 7.28135 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297362.6600306 Edm = 2.10269 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297361.1443592 Edm = 0.235053 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297360.8245219 Edm = 0.049843 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297360.7504543 Edm = 0.0404711 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297360.7114777 Edm = 0.0043879 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297360.7053439 Edm = 0.00147121 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297360.6522687 Edm = 0.0586328 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297359.4310867 Edm = 1.06534 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297334.8317408 Edm = 7.19154 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297320.2541566 Edm = 5.3233 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297317.1678271 Edm = 3.45369 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297311.7798135 Edm = 1.30259 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297308.8227346 Edm = 1.71409 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297304.228487 Edm = 8.52727 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297300.9881289 Edm = 9.41618 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297296.6874096 Edm = 8.47016 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297284.297842 Edm = 6.73647 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297279.1558195 Edm = 2.64292 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297276.1203342 Edm = 2.12251 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297273.863273 Edm = 1.11977 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297272.8715283 Edm = 0.180147 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297272.6799551 Edm = 0.0189513 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297272.6525138 Edm = 0.00335294 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297272.6404295 Edm = 0.00608556 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297272.5933575 Edm = 0.0353628 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297272.389698 Edm = 0.278452 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297263.6895887 Edm = 4.04889 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297248.4238285 Edm = 1.39171 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297246.3005334 Edm = 0.287274 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297245.9584064 Edm = 0.0329634 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297245.9045973 Edm = 0.0137223 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297245.8798483 Edm = 0.00303192 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297245.8755002 Edm = 0.000724005 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297245.8741509 Edm = 0.000364582 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297245.8728596 Edm = 0.000662736 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297245.8705789 Edm = 0.00115371 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297245.6570571 Edm = 0.188225 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297233.526366 Edm = 7.12368 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297233.385543 Edm = 0.511621 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297221.2375507 Edm = 4.96375 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297214.1850421 Edm = 3.83077 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297212.6253793 Edm = 1.5752 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297211.9107449 Edm = 0.217536 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297211.7581045 Edm = 0.0640185 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297211.6608861 Edm = 0.0304498 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297211.6234528 Edm = 0.01217 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297211.6083584 Edm = 0.00254706 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297211.6048527 Edm = 0.000458971 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297211.604098 Edm = 0.000134564 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297211.6035172 Edm = 0.000398458 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297211.5871767 Edm = 0.0134502 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297211.2768936 Edm = 0.284457 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297208.2443795 Edm = 1.80122 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297206.6848704 Edm = 1.1849 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297205.6957648 Edm = 0.3061 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297205.1042585 Edm = 0.583244 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297204.5254115 Edm = 0.37879 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297204.0745438 Edm = 0.550583 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297203.7874144 Edm = 0.0642876 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297203.7255658 Edm = 0.00728502 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297203.7205798 Edm = 0.00108751 NCalls = 331 -VariableMetric: Iteration # 107 - FCN = 297203.7192302 Edm = 0.000808002 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297203.7118806 Edm = 0.00752632 NCalls = 337 -VariableMetric: Iteration # 109 - FCN = 297203.6250372 Edm = 0.0711083 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297203.4460499 Edm = 0.0826022 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297203.3712909 Edm = 0.0503387 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297203.2424021 Edm = 0.0777187 NCalls = 353 -VariableMetric: Iteration # 113 - FCN = 297202.859263 Edm = 0.181482 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297202.7074372 Edm = 0.534555 NCalls = 359 -VariableMetric: Iteration # 115 - FCN = 297202.2497968 Edm = 0.306409 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297200.7796107 Edm = 1.80659 NCalls = 366 -VariableMetric: Iteration # 117 - FCN = 297197.0093659 Edm = 2.20798 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297191.7415736 Edm = 1.57075 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297190.4058127 Edm = 1.97929 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297189.7661611 Edm = 0.483303 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297189.378249 Edm = 0.207961 NCalls = 383 -VariableMetric: Iteration # 122 - FCN = 297189.2490313 Edm = 0.0373444 NCalls = 384 -VariableMetric: Iteration # 123 - FCN = 297189.2127076 Edm = 0.00641806 NCalls = 386 -VariableMetric: Iteration # 124 - FCN = 297189.2065501 Edm = 0.000248837 NCalls = 388 -VariableMetric: Iteration # 125 - FCN = 297189.2060809 Edm = 0.000261189 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297189.1981949 Edm = 0.00781305 NCalls = 395 -VariableMetric: Iteration # 127 - FCN = 297189.1602588 Edm = 0.02004 NCalls = 401 -VariableMetric: Iteration # 128 - FCN = 297189.0929103 Edm = 0.0342294 NCalls = 404 -VariableMetric: Iteration # 129 - FCN = 297188.2705267 Edm = 0.803281 NCalls = 409 -VariableMetric: Iteration # 130 - FCN = 297186.0060713 Edm = 1.07494 NCalls = 415 -VariableMetric: Iteration # 131 - FCN = 297184.2717119 Edm = 0.284154 NCalls = 418 -VariableMetric: Iteration # 132 - FCN = 297184.0093407 Edm = 0.0317775 NCalls = 420 -VariableMetric: Iteration # 133 - FCN = 297183.9800751 Edm = 0.00902691 NCalls = 421 -VariableMetric: Iteration # 134 - FCN = 297183.9703736 Edm = 0.00159075 NCalls = 423 -VariableMetric: Iteration # 135 - FCN = 297183.9679875 Edm = 0.000166408 NCalls = 425 -VariableMetric: Iteration # 136 - FCN = 297183.9676675 Edm = 0.000129805 NCalls = 427 -VariableMetric: Iteration # 137 - FCN = 297183.9660852 Edm = 0.0015778 NCalls = 430 -VariableMetric: Iteration # 138 - FCN = 297183.9495592 Edm = 0.0182868 NCalls = 435 -VariableMetric: Iteration # 139 - FCN = 297183.9439293 Edm = 0.00538341 NCalls = 439 -VariableMetric: Iteration # 140 - FCN = 297183.9387054 Edm = 0.00522215 NCalls = 443 -VariableMetric: Iteration # 141 - FCN = 297183.8494043 Edm = 0.0805771 NCalls = 450 -VariableMetric: Iteration # 142 - FCN = 297181.8823086 Edm = 0.136664 NCalls = 455 -VariableMetric: Iteration # 143 - FCN = 297181.7694051 Edm = 0.0151241 NCalls = 457 -VariableMetric: Iteration # 144 - FCN = 297181.7556766 Edm = 0.000596107 NCalls = 458 -VariableMetric: Iteration # 145 - FCN = 297181.7551671 Edm = 1.48609e-05 NCalls = 460 -VariableMetric: After Hessian - FCN = 297181.7551671 Edm = 67.1702 NCalls = 935 -VariableMetric: Iteration # 146 - FCN = 297181.7551671 Edm = 67.1702 NCalls = 935 -VariableMetric: Iteration # 147 - FCN = 297180.8893477 Edm = 544.14 NCalls = 939 -VariableMetric: Iteration # 148 - FCN = 297180.0531159 Edm = 7.81727 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 297179.3247203 Edm = 2.06311 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297169.1872583 Edm = 2.12222 NCalls = 965 -VariableMetric: Iteration # 151 - FCN = 297169.1761579 Edm = 2.83479 NCalls = 968 -VariableMetric: Iteration # 152 - FCN = 297165.1443201 Edm = 2.2274 NCalls = 971 -VariableMetric: Iteration # 153 - FCN = 297163.2718567 Edm = 0.507105 NCalls = 973 -VariableMetric: Iteration # 154 - FCN = 297162.5715142 Edm = 0.515038 NCalls = 975 -VariableMetric: Iteration # 155 - FCN = 297162.237799 Edm = 0.169964 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297161.8596701 Edm = 0.210606 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297161.0000892 Edm = 0.221754 NCalls = 983 -VariableMetric: Iteration # 158 - FCN = 297160.6766958 Edm = 0.27565 NCalls = 986 -VariableMetric: Iteration # 159 - FCN = 297160.5541945 Edm = 0.198627 NCalls = 987 -VariableMetric: Iteration # 160 - FCN = 297160.4838565 Edm = 0.110719 NCalls = 989 -VariableMetric: Iteration # 161 - FCN = 297160.3283342 Edm = 0.0730747 NCalls = 991 -VariableMetric: Iteration # 162 - FCN = 297160.0381194 Edm = 0.0743058 NCalls = 993 -VariableMetric: Iteration # 163 - FCN = 297159.8222777 Edm = 0.0735563 NCalls = 995 -VariableMetric: Iteration # 164 - FCN = 297159.598801 Edm = 0.114753 NCalls = 997 -VariableMetric: Iteration # 165 - FCN = 297159.2945184 Edm = 0.107537 NCalls = 999 -VariableMetric: Iteration # 166 - FCN = 297159.0912816 Edm = 0.0800197 NCalls = 1001 -VariableMetric: Iteration # 167 - FCN = 297158.970221 Edm = 0.0599044 NCalls = 1003 -VariableMetric: Iteration # 168 - FCN = 297158.8859951 Edm = 0.0269079 NCalls = 1005 -VariableMetric: Iteration # 169 - FCN = 297158.8294677 Edm = 0.0339056 NCalls = 1007 -VariableMetric: Iteration # 170 - FCN = 297158.7842311 Edm = 0.00791414 NCalls = 1009 -VariableMetric: Iteration # 171 - FCN = 297158.7757962 Edm = 0.00134608 NCalls = 1011 -VariableMetric: Iteration # 172 - FCN = 297158.7738776 Edm = 0.00103696 NCalls = 1013 -VariableMetric: Iteration # 173 - FCN = 297158.7707888 Edm = 0.00471269 NCalls = 1016 -VariableMetric: Iteration # 174 - FCN = 297158.7541673 Edm = 0.0199599 NCalls = 1024 -VariableMetric: Iteration # 175 - FCN = 297158.7540057 Edm = 0.000455101 NCalls = 1026 -VariableMetric: Iteration # 176 - FCN = 297158.7493209 Edm = 0.00507828 NCalls = 1030 -VariableMetric: Iteration # 177 - FCN = 297158.7287018 Edm = 0.013438 NCalls = 1035 -VariableMetric: Iteration # 178 - FCN = 297158.6869398 Edm = 0.0122948 NCalls = 1041 -VariableMetric: Iteration # 179 - FCN = 297158.6749068 Edm = 0.00205659 NCalls = 1042 -VariableMetric: Iteration # 180 - FCN = 297158.6731605 Edm = 0.00103943 NCalls = 1043 -VariableMetric: Iteration # 181 - FCN = 297158.6724074 Edm = 0.000140826 NCalls = 1045 -VariableMetric: Iteration # 182 - FCN = 297158.672085 Edm = 8.39347e-05 NCalls = 1047 -VariableMetric: Iteration # 183 - FCN = 297158.6718716 Edm = 4.62856e-05 NCalls = 1049 -VariableMetric: After Hessian - FCN = 297158.6718716 Edm = 0.000102568 NCalls = 1534 -VariableMetric: Iteration # 184 - FCN = 297158.6718716 Edm = 0.000102568 NCalls = 1534 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315130.8416948 Edm = 40.7333 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315130.8416948 Edm = 40.7333 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300588.8325338 Edm = 1.56737 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300564.9317072 Edm = 22.1872 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298806.9799849 Edm = 311.955 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298612.0030218 Edm = 20.9723 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298542.9322478 Edm = 67.9155 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298414.4287426 Edm = 137.941 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298399.6254327 Edm = 1.18087 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298395.4173875 Edm = 3.14373 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298362.1433333 Edm = 25.3928 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298183.9167628 Edm = 32.5936 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298127.1448939 Edm = 7.51476 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298115.1089041 Edm = 1.3062 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298099.6739553 Edm = 16.3038 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 298061.7666994 Edm = 43.1249 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298043.7278514 Edm = 46.2662 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 298031.4027245 Edm = 28.7256 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297879.4123752 Edm = 52.0076 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297775.5873899 Edm = 9.53283 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297767.3167442 Edm = 2.19437 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297763.5083765 Edm = 1.48693 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297761.7909112 Edm = 0.452766 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297761.4034634 Edm = 0.0716536 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297760.4971827 Edm = 1.16689 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297756.7662985 Edm = 3.16784 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297652.4217276 Edm = 35.0734 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297620.558267 Edm = 21.7261 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297609.9903411 Edm = 0.595291 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297609.4469858 Edm = 0.061243 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297609.3375733 Edm = 0.0744786 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297608.1536225 Edm = 1.1519 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297607.502554 Edm = 0.543411 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297583.9523462 Edm = 3.97741 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297573.9620366 Edm = 0.616966 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297573.375487 Edm = 0.0341721 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297573.2952454 Edm = 0.0573184 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297572.4003797 Edm = 0.815855 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297566.8657366 Edm = 4.2633 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297512.8168779 Edm = 20.6557 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297496.7303156 Edm = 4.54703 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297493.1079886 Edm = 0.364368 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297492.467094 Edm = 0.270545 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297491.511162 Edm = 0.360379 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297465.5683652 Edm = 18.7607 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297465.5415035 Edm = 0.561029 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297464.1469559 Edm = 3.10383 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297452.8349026 Edm = 7.77631 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297401.3919179 Edm = 4.33522 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297396.2363597 Edm = 0.368355 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297395.789205 Edm = 0.0596871 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297395.6609766 Edm = 0.0202708 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297395.6148597 Edm = 0.0111381 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297395.595688 Edm = 0.0117005 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297395.5420877 Edm = 0.0365821 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297393.679803 Edm = 1.77538 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297384.5618654 Edm = 8.95111 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297378.170873 Edm = 14.9521 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297362.9419298 Edm = 3.10168 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297358.7910711 Edm = 0.299673 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297358.508636 Edm = 0.0399137 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297358.455156 Edm = 0.0280853 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297358.3714325 Edm = 0.0158621 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297358.1027298 Edm = 0.293524 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297353.3861313 Edm = 4.54307 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297343.2915829 Edm = 17.093 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297318.3570267 Edm = 1.97074 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297315.9481606 Edm = 0.237541 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297315.6807872 Edm = 0.026848 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297315.6410671 Edm = 0.0156114 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297315.5333441 Edm = 0.0668576 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297314.8513452 Edm = 0.560431 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297301.7701286 Edm = 5.47175 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297288.5826407 Edm = 1.47385 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297286.1645417 Edm = 0.134168 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297285.9695737 Edm = 0.0231042 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297285.9389985 Edm = 0.00228863 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297285.9350465 Edm = 0.00148034 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297285.9008204 Edm = 0.0289586 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297284.4019462 Edm = 1.20611 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297276.1872482 Edm = 3.1615 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297271.1281882 Edm = 0.426213 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297270.6725758 Edm = 0.0315912 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297270.635362 Edm = 0.00555551 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297270.6281922 Edm = 0.00084424 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297270.6267882 Edm = 0.000526512 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297270.6207118 Edm = 0.00652287 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297270.0783545 Edm = 0.417533 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297266.0477054 Edm = 2.54488 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297264.0553782 Edm = 4.18661 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297260.02153 Edm = 1.66429 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297255.2290466 Edm = 1.71904 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297252.3134912 Edm = 0.996229 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297251.6150938 Edm = 0.23387 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297251.3369798 Edm = 0.0390941 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297251.2765669 Edm = 0.00886223 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297251.2630173 Edm = 0.0031967 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297251.2560792 Edm = 0.002951 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297251.2026675 Edm = 0.0532169 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297249.0973987 Edm = 1.78253 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297236.0927733 Edm = 6.3788 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297229.4299645 Edm = 4.40721 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297220.9959412 Edm = 3.33865 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297217.0887521 Edm = 3.01768 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297215.6423858 Edm = 0.325581 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297215.3778878 Edm = 0.0369218 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297215.350936 Edm = 0.00972174 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297215.336714 Edm = 0.0070135 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297215.313778 Edm = 0.00560219 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297215.3081585 Edm = 0.000886535 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297215.3069193 Edm = 0.000262349 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297215.3061599 Edm = 0.000274001 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297215.3051673 Edm = 0.000538434 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297215.3001377 Edm = 0.00458054 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297215.0562315 Edm = 0.221731 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297213.6305589 Edm = 0.132452 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297213.4955896 Edm = 0.00439871 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297213.4913109 Edm = 0.000141481 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297213.4911727 Edm = 1.16427e-05 NCalls = 378 -VariableMetric: After Hessian - FCN = 297213.4911727 Edm = 2.29547 NCalls = 857 -VariableMetric: Iteration # 118 - FCN = 297213.4911727 Edm = 2.29547 NCalls = 857 -VariableMetric: Iteration # 119 - FCN = 297213.0462547 Edm = 2.00945 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297212.7377027 Edm = 2.24131 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297212.6005843 Edm = 0.959193 NCalls = 863 -VariableMetric: Iteration # 122 - FCN = 297212.2280908 Edm = 0.168173 NCalls = 865 -VariableMetric: Iteration # 123 - FCN = 297212.1249792 Edm = 0.0167076 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297212.0828385 Edm = 0.0127964 NCalls = 869 -VariableMetric: Iteration # 125 - FCN = 297212.0451892 Edm = 0.0165164 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297212.0101018 Edm = 0.020185 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297211.976883 Edm = 0.00360189 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297211.9722594 Edm = 0.000271676 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297211.9719209 Edm = 6.68122e-05 NCalls = 879 -VariableMetric: After Hessian - FCN = 297211.9719209 Edm = 0.000113737 NCalls = 1364 -VariableMetric: Iteration # 130 - FCN = 297211.9719209 Edm = 0.000113737 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301363.0845187 Edm = 58.1099 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301363.0845187 Edm = 58.1099 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298605.9687301 Edm = 6.06271 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298592.6511628 Edm = 3.85198 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298567.5309964 Edm = 24.9958 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298521.3765902 Edm = 38.4795 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297571.7343725 Edm = 30.6265 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297509.0064374 Edm = 0.203065 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297508.7577646 Edm = 0.0417315 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297508.4777691 Edm = 0.247969 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297470.5846164 Edm = 0.355065 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297470.13911 Edm = 0.0222849 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297469.7331774 Edm = 0.386293 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297440.9529772 Edm = 3.66661 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297416.4475936 Edm = 4.964 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297411.6601324 Edm = 0.249015 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297411.3863854 Edm = 0.0253537 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297411.0361963 Edm = 0.301186 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297343.5109793 Edm = 10.855 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297332.6342085 Edm = 5.77817 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297329.577683 Edm = 0.160031 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297328.9140792 Edm = 0.195394 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297328.4745738 Edm = 0.00292895 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297328.4624955 Edm = 0.00751296 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297328.3651131 Edm = 0.0621083 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297325.5979394 Edm = 2.80221 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297320.164696 Edm = 4.81064 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297298.7386059 Edm = 3.12163 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297296.4427754 Edm = 0.181276 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297296.3200203 Edm = 0.00493521 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297296.3153553 Edm = 0.000993134 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297296.3093751 Edm = 0.00677324 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297295.6305796 Edm = 0.661344 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297283.798135 Edm = 1.27879 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297282.4741646 Edm = 0.587882 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297281.3944452 Edm = 0.482881 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297280.8882223 Edm = 0.0729298 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297280.8164804 Edm = 0.00565552 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297280.8088964 Edm = 0.00153913 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297280.8024584 Edm = 0.00486864 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297280.7289319 Edm = 0.0359413 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297279.828983 Edm = 0.881993 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297276.4532255 Edm = 3.06135 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297269.2945458 Edm = 1.27203 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297268.1571204 Edm = 0.487667 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297268.0197229 Edm = 0.0827105 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297267.9462135 Edm = 0.00960808 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297267.9402605 Edm = 0.000186513 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297267.9396577 Edm = 0.000593566 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297267.9326407 Edm = 0.00744415 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297267.6954555 Edm = 0.0302565 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297266.3371007 Edm = 0.605687 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297264.4601857 Edm = 0.0453702 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297264.4195801 Edm = 0.000642015 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297264.4187934 Edm = 9.25992e-05 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297264.4184803 Edm = 0.000209067 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297264.415587 Edm = 0.00241607 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297264.2794182 Edm = 0.105463 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297263.201094 Edm = 0.346837 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297262.8648645 Edm = 0.127985 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297262.6733693 Edm = 0.0504834 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297262.6150734 Edm = 0.0204421 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297262.5970744 Edm = 0.00325339 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297262.5933986 Edm = 0.000317566 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297262.5929935 Edm = 3.83871e-05 NCalls = 199 -VariableMetric: After Hessian - FCN = 297262.5929935 Edm = 29216.4 NCalls = 676 -VariableMetric: Iteration # 64 - FCN = 297262.5929935 Edm = 29216.4 NCalls = 676 -VariableMetric: Iteration # 65 - FCN = 297258.4321314 Edm = 23374.7 NCalls = 686 -VariableMetric: Iteration # 66 - FCN = 297257.3305835 Edm = 0.142043 NCalls = 688 -VariableMetric: Iteration # 67 - FCN = 297256.9458731 Edm = 0.08698 NCalls = 690 -VariableMetric: Iteration # 68 - FCN = 297256.2413387 Edm = 0.362571 NCalls = 693 -VariableMetric: Iteration # 69 - FCN = 297256.1066893 Edm = 0.260345 NCalls = 696 -VariableMetric: Iteration # 70 - FCN = 297254.2346838 Edm = 2.41431 NCalls = 702 -VariableMetric: Iteration # 71 - FCN = 297254.1388948 Edm = 0.23334 NCalls = 703 -VariableMetric: Iteration # 72 - FCN = 297253.2542829 Edm = 1.38558 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297251.7257933 Edm = 2.14458 NCalls = 710 -VariableMetric: Iteration # 74 - FCN = 297251.0824315 Edm = 0.627262 NCalls = 713 -VariableMetric: Iteration # 75 - FCN = 297245.9836682 Edm = 2.88584 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297242.021165 Edm = 0.526926 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297241.5875221 Edm = 0.563994 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297240.8015068 Edm = 0.173948 NCalls = 725 -VariableMetric: Iteration # 79 - FCN = 297240.5373868 Edm = 0.179741 NCalls = 727 -VariableMetric: Iteration # 80 - FCN = 297240.3635158 Edm = 0.0510401 NCalls = 729 -VariableMetric: Iteration # 81 - FCN = 297240.2895335 Edm = 0.0312565 NCalls = 731 -VariableMetric: Iteration # 82 - FCN = 297240.1824266 Edm = 0.0237692 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297240.1330974 Edm = 0.0118703 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297240.0919232 Edm = 0.0150687 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297240.044571 Edm = 0.0176388 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297240.0056316 Edm = 0.0115411 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297239.9862597 Edm = 0.00780168 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297239.9476952 Edm = 0.0284767 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297239.9145237 Edm = 0.0179819 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297239.8719883 Edm = 0.0134715 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297239.8530268 Edm = 0.00298923 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297239.8494131 Edm = 0.00249103 NCalls = 756 -VariableMetric: Iteration # 93 - FCN = 297239.8462502 Edm = 0.0015216 NCalls = 758 -VariableMetric: Iteration # 94 - FCN = 297239.8424521 Edm = 0.00129014 NCalls = 760 -VariableMetric: Iteration # 95 - FCN = 297239.8372277 Edm = 0.000865831 NCalls = 762 -VariableMetric: Iteration # 96 - FCN = 297239.834983 Edm = 0.00119723 NCalls = 764 -VariableMetric: Iteration # 97 - FCN = 297239.831188 Edm = 0.00118657 NCalls = 767 -VariableMetric: Iteration # 98 - FCN = 297239.8293092 Edm = 0.000281663 NCalls = 769 -VariableMetric: Iteration # 99 - FCN = 297239.8286471 Edm = 0.00018696 NCalls = 771 -VariableMetric: Iteration # 100 - FCN = 297239.8278643 Edm = 0.000303433 NCalls = 773 -VariableMetric: Iteration # 101 - FCN = 297239.8264251 Edm = 0.000438155 NCalls = 775 -VariableMetric: Iteration # 102 - FCN = 297239.8249417 Edm = 0.000552809 NCalls = 777 -VariableMetric: Iteration # 103 - FCN = 297239.8230332 Edm = 0.000569858 NCalls = 779 -VariableMetric: Iteration # 104 - FCN = 297239.8213898 Edm = 0.000347417 NCalls = 781 -VariableMetric: Iteration # 105 - FCN = 297239.8193759 Edm = 0.000960586 NCalls = 784 -VariableMetric: Iteration # 106 - FCN = 297239.815052 Edm = 0.000561983 NCalls = 786 -VariableMetric: Iteration # 107 - FCN = 297239.8138661 Edm = 0.000218708 NCalls = 788 -VariableMetric: Iteration # 108 - FCN = 297239.8133266 Edm = 0.000147495 NCalls = 790 -VariableMetric: Iteration # 109 - FCN = 297239.8124192 Edm = 0.000435337 NCalls = 793 -VariableMetric: Iteration # 110 - FCN = 297239.8114137 Edm = 5.12801e-05 NCalls = 795 -VariableMetric: After Hessian - FCN = 297239.8114137 Edm = 0.000672167 NCalls = 1284 -VariableMetric: Iteration # 111 - FCN = 297239.8114137 Edm = 0.000672167 NCalls = 1284 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308398.323563 Edm = 14.3867 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308398.323563 Edm = 14.3867 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303701.5818475 Edm = 5.29003 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303670.5850963 Edm = 8.84289 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303586.7185593 Edm = 94.493 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299611.4900279 Edm = 2.57444 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299416.1088745 Edm = 38.7768 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297869.7496095 Edm = 46.2881 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297833.6526612 Edm = 89.7136 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297718.3407526 Edm = 0.399979 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297717.4556088 Edm = 0.527486 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297696.3383696 Edm = 18.4277 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297537.6836594 Edm = 1.40342 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297536.2292305 Edm = 0.253695 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297535.7147613 Edm = 0.0509124 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297535.2938708 Edm = 0.4349 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297517.0885797 Edm = 14.705 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297455.6282853 Edm = 24.8583 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297412.9273947 Edm = 15.7323 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297393.7761099 Edm = 2.97708 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297389.7715719 Edm = 0.194806 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297389.5239883 Edm = 0.0238057 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297389.4908206 Edm = 0.0210493 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297389.1066123 Edm = 0.339465 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297383.0824398 Edm = 2.80299 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297375.3829945 Edm = 0.0993519 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297375.261262 Edm = 0.00502304 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297375.2437078 Edm = 0.0102835 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297373.2790162 Edm = 1.53547 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297368.8231651 Edm = 2.33367 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297358.3784641 Edm = 4.52412 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297352.3331851 Edm = 1.76174 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297350.424763 Edm = 0.318302 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297350.0423732 Edm = 0.124449 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297349.9231874 Edm = 0.00670081 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297349.9134123 Edm = 0.00211359 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297349.8808454 Edm = 0.0222392 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297346.8322915 Edm = 1.99485 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297342.3754723 Edm = 8.54278 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297337.9821101 Edm = 1.76183 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297334.7590186 Edm = 1.38678 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297331.5425191 Edm = 1.22779 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297330.8307842 Edm = 2.50869 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297329.8810841 Edm = 0.0470939 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297329.8152031 Edm = 0.00264907 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297329.8115566 Edm = 0.000697617 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297329.7930206 Edm = 0.0176278 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297328.0419173 Edm = 1.59679 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297315.6356636 Edm = 10.3754 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297309.5264232 Edm = 3.44189 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297307.9987567 Edm = 1.62689 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297307.1644132 Edm = 0.673592 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297306.2979209 Edm = 0.267747 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297305.8698906 Edm = 0.131485 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297305.5139697 Edm = 0.166835 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297305.0784429 Edm = 0.0684598 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297305.0420138 Edm = 0.0227814 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297305.0242009 Edm = 0.00251735 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297305.004915 Edm = 0.0174312 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297304.8026948 Edm = 0.180978 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297302.2404357 Edm = 2.27415 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297299.2927986 Edm = 5.48843 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297297.9540235 Edm = 2.46279 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297294.5696053 Edm = 2.80799 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297290.8092547 Edm = 0.669805 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297290.2412163 Edm = 0.238317 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297289.9948381 Edm = 0.00459894 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297289.9899829 Edm = 0.000112745 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297289.9898207 Edm = 9.95502e-05 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297289.9885919 Edm = 0.00108934 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297289.9759541 Edm = 0.00865 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297289.9244991 Edm = 0.0220757 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297289.7916636 Edm = 0.0917869 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297289.0087876 Edm = 0.368441 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297288.7157726 Edm = 0.211401 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297288.5364048 Edm = 0.0108144 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297288.5251154 Edm = 0.000868482 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297288.5242338 Edm = 8.1658e-05 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297288.5240063 Edm = 0.000136252 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297288.5060917 Edm = 0.0159857 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297288.010699 Edm = 0.169798 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297287.8166367 Edm = 0.0265828 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297287.7956081 Edm = 0.0100959 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297287.7864127 Edm = 0.00173378 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297287.7844629 Edm = 8.21551e-05 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297287.7843625 Edm = 1.6363e-05 NCalls = 271 -VariableMetric: After Hessian - FCN = 297287.7843625 Edm = 7.42011 NCalls = 748 -VariableMetric: Iteration # 85 - FCN = 297287.7843625 Edm = 7.42011 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297287.5272366 Edm = 7.57475 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297287.5067346 Edm = 22759.6 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297287.4851388 Edm = 7257.61 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297287.3466124 Edm = 8264.57 NCalls = 765 -VariableMetric: Iteration # 90 - FCN = 297287.2901518 Edm = 3943.02 NCalls = 769 -VariableMetric: Iteration # 91 - FCN = 297287.1740905 Edm = 651.669 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297287.0806754 Edm = 383.565 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297287.02708 Edm = 345.241 NCalls = 781 -VariableMetric: Iteration # 94 - FCN = 297286.9627129 Edm = 126.133 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297286.9544118 Edm = 320.32 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297286.9488717 Edm = 210.524 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297286.9406306 Edm = 61.7089 NCalls = 794 -VariableMetric: Iteration # 98 - FCN = 297286.9371143 Edm = 63.0805 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297286.9024582 Edm = 3.09384 NCalls = 800 -VariableMetric: Iteration # 100 - FCN = 297286.8919144 Edm = 2.63965 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297286.8442584 Edm = 8.63993 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297286.762925 Edm = 1.66467 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297286.6888042 Edm = 0.43577 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297286.678726 Edm = 2.10504 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297286.6571943 Edm = 0.327848 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297286.6364112 Edm = 1.35982 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297286.5331755 Edm = 4.20345 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297286.4694874 Edm = 0.0987719 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297286.4380525 Edm = 0.728192 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297286.345647 Edm = 0.274715 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297286.2754713 Edm = 0.294005 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297286.0509278 Edm = 0.196353 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297285.7115089 Edm = 0.0853831 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297285.593432 Edm = 0.0478455 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297285.5745315 Edm = 0.0379801 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297285.5304442 Edm = 0.0222301 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297285.4002112 Edm = 0.0782037 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297285.179023 Edm = 0.056619 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297285.11679 Edm = 0.0107986 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297285.1079207 Edm = 0.00496544 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297285.1001314 Edm = 0.0025692 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297285.0965462 Edm = 0.000377513 NCalls = 853 -VariableMetric: Iteration # 123 - FCN = 297285.096096 Edm = 3.64291e-05 NCalls = 855 -VariableMetric: After Hessian - FCN = 297285.096096 Edm = 4.43953e-05 NCalls = 1340 -VariableMetric: Iteration # 124 - FCN = 297285.096096 Edm = 4.43953e-05 NCalls = 1340 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312613.8888589 Edm = 26.1128 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312613.8888589 Edm = 26.1128 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306179.8470027 Edm = 11.3177 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 306159.8278688 Edm = 18.145 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 304119.2791543 Edm = 2507.41 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298205.4337423 Edm = 53.9093 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298175.3803899 Edm = 24.9206 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297927.1396858 Edm = 2.05128 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297924.0584345 Edm = 0.66086 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297916.514059 Edm = 15.2909 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297804.2543164 Edm = 49.0943 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297675.4185181 Edm = 0.790294 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297674.8218806 Edm = 0.0701315 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297674.6287517 Edm = 0.134998 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297642.5089208 Edm = 19.3995 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297606.5435008 Edm = 0.222218 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297606.3167955 Edm = 0.0226352 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297606.1497074 Edm = 0.147954 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297596.0064876 Edm = 9.8635 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297595.9045806 Edm = 0.0711088 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297591.2464903 Edm = 3.70152 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297532.9433575 Edm = 21.9963 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297483.1417493 Edm = 4.85767 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297479.9575752 Edm = 0.423108 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297479.4898261 Edm = 0.0352585 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297479.4251613 Edm = 0.0150281 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297479.2030376 Edm = 0.183208 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297469.9034788 Edm = 6.4078 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297459.5981325 Edm = 3.23773 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297456.6473488 Edm = 0.31815 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297456.2605779 Edm = 0.130893 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297454.504532 Edm = 1.38626 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297454.3644411 Edm = 0.935909 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297450.5762401 Edm = 1.85668 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297448.9117789 Edm = 0.795701 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297448.3117175 Edm = 0.0388991 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297448.2723558 Edm = 0.00253227 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297448.2616272 Edm = 0.00850725 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297446.0718337 Edm = 1.53771 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297424.8127614 Edm = 5.95793 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297419.9770852 Edm = 1.50036 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297419.1834504 Edm = 0.0588005 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297418.6380829 Edm = 0.84733 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297418.503635 Edm = 0.18733 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297417.9378052 Edm = 0.504341 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297417.5163717 Edm = 0.0717069 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297417.429317 Edm = 0.00873963 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297417.4166391 Edm = 0.00186782 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297417.4047257 Edm = 0.0097306 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297415.8817815 Edm = 1.23902 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297406.2899743 Edm = 1.74558 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297403.8663308 Edm = 0.454487 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297403.4603963 Edm = 0.143537 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297403.3383598 Edm = 0.0232297 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297403.3100551 Edm = 0.00955987 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297403.3015289 Edm = 0.00169762 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297403.2873533 Edm = 0.0127065 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297402.2166393 Edm = 0.948071 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297393.7714539 Edm = 7.87427 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297383.0688409 Edm = 4.565 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297377.3281298 Edm = 0.683388 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297376.7763843 Edm = 0.130793 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297376.6226955 Edm = 0.0195598 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297376.6042866 Edm = 0.00166325 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297376.6017862 Edm = 0.000844327 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297376.5905532 Edm = 0.0110015 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297376.3623769 Edm = 0.186899 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297372.8294905 Edm = 3.88828 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297370.6652261 Edm = 1.75543 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297362.8156837 Edm = 1.61082 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297361.4239385 Edm = 0.133726 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297361.2790615 Edm = 0.0145116 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297361.2614984 Edm = 0.00238258 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297361.2583113 Edm = 0.000786519 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297361.2549149 Edm = 0.00230117 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297361.2334727 Edm = 0.0209088 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297360.5476647 Edm = 0.610583 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297355.6937754 Edm = 0.974827 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297354.8917952 Edm = 0.192279 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297354.7065034 Edm = 0.0476592 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297354.6282282 Edm = 0.0101827 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297354.6094649 Edm = 0.00168077 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297354.6073958 Edm = 0.000348751 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297354.6061723 Edm = 0.00102328 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297354.5650522 Edm = 0.0400234 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297353.4751188 Edm = 0.986167 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297350.1751598 Edm = 0.442212 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297349.8938186 Edm = 0.0837653 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297349.8179539 Edm = 0.0119282 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297349.8055725 Edm = 0.00140525 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297349.8038311 Edm = 0.000122642 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297349.8034639 Edm = 0.000165228 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297349.8018984 Edm = 0.00130838 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297349.6965947 Edm = 0.116765 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297349.6811095 Edm = 0.0145123 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297348.9692591 Edm = 0.660918 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297347.0756762 Edm = 1.80954 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297345.8210641 Edm = 2.99285 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297344.3445032 Edm = 0.630399 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297341.9983503 Edm = 1.61821 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297339.8172786 Edm = 5.56753 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297337.9056611 Edm = 1.93028 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297336.4799704 Edm = 0.299221 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297336.1707499 Edm = 0.1475 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297336.0850725 Edm = 0.0212732 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297336.0602745 Edm = 0.00184806 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297336.0581479 Edm = 0.000208586 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297336.0577154 Edm = 0.000238707 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297336.0545518 Edm = 0.00320103 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297335.9416671 Edm = 0.0997559 NCalls = 362 -VariableMetric: Iteration # 109 - FCN = 297335.0008553 Edm = 0.290231 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297334.6732551 Edm = 0.0225326 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297334.6467056 Edm = 0.00178603 NCalls = 370 -VariableMetric: Iteration # 112 - FCN = 297334.6444317 Edm = 0.000113164 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297334.6442798 Edm = 7.04919e-05 NCalls = 374 -VariableMetric: After Hessian - FCN = 297334.6442798 Edm = 531.79 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297334.6442798 Edm = 531.79 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297334.5296967 Edm = 597.919 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297334.4668817 Edm = 11659.2 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297334.3853141 Edm = 3488.63 NCalls = 861 -VariableMetric: Iteration # 118 - FCN = 297334.2215047 Edm = 525.684 NCalls = 865 -VariableMetric: Iteration # 119 - FCN = 297334.1801383 Edm = 584.565 NCalls = 869 -VariableMetric: Iteration # 120 - FCN = 297333.9790685 Edm = 47.5431 NCalls = 873 -VariableMetric: Iteration # 121 - FCN = 297333.894727 Edm = 141.254 NCalls = 876 -VariableMetric: Iteration # 122 - FCN = 297333.8043157 Edm = 32.9144 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297333.7294077 Edm = 36.121 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297333.5321624 Edm = 20.7571 NCalls = 885 -VariableMetric: Iteration # 125 - FCN = 297333.4629366 Edm = 10.097 NCalls = 888 -VariableMetric: Iteration # 126 - FCN = 297333.4196203 Edm = 9.83583 NCalls = 891 -VariableMetric: Iteration # 127 - FCN = 297333.3628274 Edm = 32.4368 NCalls = 893 -VariableMetric: Iteration # 128 - FCN = 297333.3234829 Edm = 2.62718 NCalls = 896 -VariableMetric: Iteration # 129 - FCN = 297333.2417635 Edm = 3.30132 NCalls = 898 -VariableMetric: Iteration # 130 - FCN = 297333.1754128 Edm = 1.16931 NCalls = 900 -VariableMetric: Iteration # 131 - FCN = 297332.9748754 Edm = 0.632301 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297332.9067873 Edm = 1.20487 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297332.7863403 Edm = 0.478745 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297332.7454006 Edm = 0.299494 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297332.7291237 Edm = 538.002 NCalls = 916 -VariableMetric: Iteration # 136 - FCN = 297332.7256676 Edm = 163.788 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297332.7213993 Edm = 417.694 NCalls = 926 -VariableMetric: Iteration # 138 - FCN = 297332.7002133 Edm = 35.5163 NCalls = 930 -VariableMetric: Iteration # 139 - FCN = 297332.6953019 Edm = 12.0491 NCalls = 934 -VariableMetric: Iteration # 140 - FCN = 297332.6898056 Edm = 19.8934 NCalls = 938 -VariableMetric: Iteration # 141 - FCN = 297332.6892392 Edm = 227.645 NCalls = 941 -VariableMetric: Iteration # 142 - FCN = 297332.6750615 Edm = 54.9863 NCalls = 944 -VariableMetric: Iteration # 143 - FCN = 297332.6441927 Edm = 10.8292 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297332.6302237 Edm = 7.72108 NCalls = 950 -VariableMetric: Iteration # 145 - FCN = 297332.6227034 Edm = 5.21106 NCalls = 953 -VariableMetric: Iteration # 146 - FCN = 297332.6139415 Edm = 3.78917 NCalls = 956 -VariableMetric: Iteration # 147 - FCN = 297332.6079722 Edm = 1.32399 NCalls = 959 -VariableMetric: Iteration # 148 - FCN = 297332.6050696 Edm = 0.53389 NCalls = 962 -VariableMetric: Iteration # 149 - FCN = 297332.6007999 Edm = 0.661303 NCalls = 965 -VariableMetric: Iteration # 150 - FCN = 297332.5908274 Edm = 0.393551 NCalls = 967 -VariableMetric: Iteration # 151 - FCN = 297332.5896935 Edm = 0.433557 NCalls = 969 -VariableMetric: Iteration # 152 - FCN = 297332.5883208 Edm = 0.365655 NCalls = 971 -VariableMetric: Iteration # 153 - FCN = 297332.5861415 Edm = 0.0563901 NCalls = 973 -VariableMetric: Iteration # 154 - FCN = 297332.5855094 Edm = 0.0610261 NCalls = 975 -VariableMetric: Iteration # 155 - FCN = 297332.5831072 Edm = 0.0674737 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297332.5814328 Edm = 0.118825 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297332.5748946 Edm = 0.00161386 NCalls = 981 -VariableMetric: Iteration # 158 - FCN = 297332.5748192 Edm = 0.000638416 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297332.57085 Edm = 0.00400265 NCalls = 986 -VariableMetric: Iteration # 160 - FCN = 297332.5580379 Edm = 0.00875116 NCalls = 990 -VariableMetric: Iteration # 161 - FCN = 297332.5266792 Edm = 0.000372283 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297332.5263648 Edm = 1.04771e-05 NCalls = 995 -VariableMetric: After Hessian - FCN = 297332.5263648 Edm = 8.82389e-06 NCalls = 1486 -VariableMetric: Iteration # 163 - FCN = 297332.5263648 Edm = 8.82389e-06 NCalls = 1486 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326276.0420846 Edm = 45.9825 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326276.0420846 Edm = 45.9825 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308584.6881196 Edm = 1229.57 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 308518.1939381 Edm = 5463.51 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 307090.9382801 Edm = 1329.32 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 305480.5265233 Edm = 2072.4 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302043.4742279 Edm = 30.2633 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 300429.2553425 Edm = 587.695 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 300131.3254553 Edm = 988.087 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298705.969601 Edm = 46.8051 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298662.9098932 Edm = 1.08828 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 298656.546012 Edm = 0.140724 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298656.2317732 Edm = 0.113489 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298634.9936707 Edm = 14.0521 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298569.7856936 Edm = 4.23599 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298561.5823137 Edm = 7.53049 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 298552.9493882 Edm = 2.69413 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 298426.9348598 Edm = 100.234 NCalls = 80 -VariableMetric: Iteration # 17 - FCN = 298410.0274838 Edm = 299.524 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 298205.4774655 Edm = 26.1148 NCalls = 86 -VariableMetric: Iteration # 19 - FCN = 297996.8012528 Edm = 74.8998 NCalls = 91 -VariableMetric: Iteration # 20 - FCN = 297833.3002775 Edm = 99.174 NCalls = 96 -VariableMetric: Iteration # 21 - FCN = 297786.2691468 Edm = 22.0187 NCalls = 97 -VariableMetric: Iteration # 22 - FCN = 297759.429325 Edm = 121.644 NCalls = 100 -VariableMetric: Iteration # 23 - FCN = 297729.1014437 Edm = 4.72618 NCalls = 102 -VariableMetric: Iteration # 24 - FCN = 297681.7992544 Edm = 17.8894 NCalls = 110 -VariableMetric: Iteration # 25 - FCN = 297678.4200656 Edm = 11.5404 NCalls = 112 -VariableMetric: Iteration # 26 - FCN = 297661.0268055 Edm = 6.16993 NCalls = 114 -VariableMetric: Iteration # 27 - FCN = 297631.8791119 Edm = 40.1023 NCalls = 116 -VariableMetric: Iteration # 28 - FCN = 297564.310358 Edm = 5.87896 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297562.7143637 Edm = 7.71938 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297558.8968489 Edm = 1.20725 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297556.8512378 Edm = 0.913363 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297554.8572949 Edm = 0.788125 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297553.4349689 Edm = 0.737502 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297549.2081333 Edm = 2.07946 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297542.3973303 Edm = 2.22991 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297540.3026961 Edm = 4.783 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297533.5095037 Edm = 4.32045 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297483.4149898 Edm = 70.3601 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297449.0403011 Edm = 6.16453 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297445.6302258 Edm = 1.04234 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297440.1656635 Edm = 5.77413 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297413.1858553 Edm = 17.176 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297410.4787119 Edm = 6.06941 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297404.9655049 Edm = 3.83954 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297383.1627928 Edm = 12.1503 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297329.9114278 Edm = 11.4321 NCalls = 179 -VariableMetric: Iteration # 47 - FCN = 297318.3459912 Edm = 30.7558 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297313.2705662 Edm = 2.89655 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297303.7944915 Edm = 2.15488 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297300.1074245 Edm = 1.74771 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297293.2901612 Edm = 2.81577 NCalls = 195 -VariableMetric: Iteration # 52 - FCN = 297292.8917949 Edm = 2.7676 NCalls = 197 -VariableMetric: Iteration # 53 - FCN = 297290.0241854 Edm = 1.44934 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297288.443955 Edm = 1.24949 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297283.3140743 Edm = 4.20277 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297281.6192707 Edm = 4.18692 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297265.5420511 Edm = 11.4279 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297255.0393094 Edm = 8.45956 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297248.1514047 Edm = 0.307309 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297247.7622305 Edm = 0.319287 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297247.4976578 Edm = 0.0355226 NCalls = 224 -VariableMetric: Iteration # 62 - FCN = 297247.3391771 Edm = 0.112316 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297245.1240881 Edm = 1.94063 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297215.0660362 Edm = 34.5215 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297201.9456302 Edm = 10.893 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297178.9004863 Edm = 0.22061 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297178.5699492 Edm = 0.0927137 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297177.8312896 Edm = 0.361643 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297176.7505357 Edm = 0.305395 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297175.8446006 Edm = 2.23617 NCalls = 257 -VariableMetric: Iteration # 71 - FCN = 297174.255726 Edm = 3.13754 NCalls = 261 -VariableMetric: Iteration # 72 - FCN = 297173.3539902 Edm = 2.25361 NCalls = 266 -VariableMetric: Iteration # 73 - FCN = 297172.3133153 Edm = 2.25843 NCalls = 269 -VariableMetric: Iteration # 74 - FCN = 297167.3419333 Edm = 3.82137 NCalls = 273 -VariableMetric: Iteration # 75 - FCN = 297164.1140009 Edm = 3.04088 NCalls = 275 -VariableMetric: Iteration # 76 - FCN = 297156.6377358 Edm = 1.68024 NCalls = 278 -VariableMetric: Iteration # 77 - FCN = 297154.7400528 Edm = 0.474643 NCalls = 281 -VariableMetric: Iteration # 78 - FCN = 297154.5367715 Edm = 0.0396959 NCalls = 283 -VariableMetric: Iteration # 79 - FCN = 297154.4900273 Edm = 0.0158598 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297154.3997508 Edm = 0.0658868 NCalls = 288 -VariableMetric: Iteration # 81 - FCN = 297153.2315111 Edm = 0.872389 NCalls = 292 -VariableMetric: Iteration # 82 - FCN = 297147.4193692 Edm = 4.60033 NCalls = 295 -VariableMetric: Iteration # 83 - FCN = 297142.7319729 Edm = 6.0996 NCalls = 298 -VariableMetric: Iteration # 84 - FCN = 297127.5977864 Edm = 6.69568 NCalls = 305 -VariableMetric: Iteration # 85 - FCN = 297120.854408 Edm = 1.56515 NCalls = 307 -VariableMetric: Iteration # 86 - FCN = 297119.7936592 Edm = 0.0985975 NCalls = 309 -VariableMetric: Iteration # 87 - FCN = 297119.539979 Edm = 0.00882626 NCalls = 311 -VariableMetric: Iteration # 88 - FCN = 297119.5245671 Edm = 0.00485105 NCalls = 313 -VariableMetric: Iteration # 89 - FCN = 297119.4933389 Edm = 0.00326693 NCalls = 316 -VariableMetric: Iteration # 90 - FCN = 297119.4872835 Edm = 0.00202187 NCalls = 318 -VariableMetric: Iteration # 91 - FCN = 297119.3913044 Edm = 0.0864773 NCalls = 322 -VariableMetric: Iteration # 92 - FCN = 297119.368504 Edm = 0.0216158 NCalls = 325 -VariableMetric: Iteration # 93 - FCN = 297117.8770627 Edm = 1.34447 NCalls = 332 -VariableMetric: Iteration # 94 - FCN = 297112.2056211 Edm = 1.26036 NCalls = 339 -VariableMetric: Iteration # 95 - FCN = 297110.9493665 Edm = 0.0362076 NCalls = 341 -VariableMetric: Iteration # 96 - FCN = 297110.9006752 Edm = 0.0192705 NCalls = 343 -VariableMetric: Iteration # 97 - FCN = 297110.8942265 Edm = 0.00171565 NCalls = 345 -VariableMetric: Iteration # 98 - FCN = 297110.891993 Edm = 0.000586062 NCalls = 347 -VariableMetric: Iteration # 99 - FCN = 297110.8531596 Edm = 0.0387823 NCalls = 352 -VariableMetric: Iteration # 100 - FCN = 297110.8033438 Edm = 0.0467361 NCalls = 357 -VariableMetric: Iteration # 101 - FCN = 297108.3701192 Edm = 1.30737 NCalls = 362 -VariableMetric: Iteration # 102 - FCN = 297104.4329473 Edm = 0.718226 NCalls = 365 -VariableMetric: Iteration # 103 - FCN = 297103.8084089 Edm = 0.0381907 NCalls = 367 -VariableMetric: Iteration # 104 - FCN = 297103.7673265 Edm = 0.00341281 NCalls = 369 -VariableMetric: Iteration # 105 - FCN = 297103.7622586 Edm = 0.00117902 NCalls = 371 -VariableMetric: Iteration # 106 - FCN = 297103.7554623 Edm = 0.00796646 NCalls = 374 -VariableMetric: Iteration # 107 - FCN = 297103.5599731 Edm = 0.187607 NCalls = 380 -VariableMetric: Iteration # 108 - FCN = 297102.4724489 Edm = 11.0919 NCalls = 382 -VariableMetric: Iteration # 109 - FCN = 297102.1130591 Edm = 0.3584 NCalls = 384 -VariableMetric: Iteration # 110 - FCN = 297098.8160091 Edm = 2.48311 NCalls = 391 -VariableMetric: Iteration # 111 - FCN = 297093.4805123 Edm = 9.04691 NCalls = 396 -VariableMetric: Iteration # 112 - FCN = 297092.0797672 Edm = 0.711102 NCalls = 399 -VariableMetric: Iteration # 113 - FCN = 297090.8250668 Edm = 0.0662335 NCalls = 401 -VariableMetric: Iteration # 114 - FCN = 297090.7517107 Edm = 0.00291881 NCalls = 402 -VariableMetric: Iteration # 115 - FCN = 297090.7428703 Edm = 0.00650447 NCalls = 404 -VariableMetric: Iteration # 116 - FCN = 297090.4628547 Edm = 0.189822 NCalls = 409 -VariableMetric: Iteration # 117 - FCN = 297090.3365105 Edm = 0.114163 NCalls = 411 -VariableMetric: Iteration # 118 - FCN = 297090.2223284 Edm = 0.0223433 NCalls = 413 -VariableMetric: Iteration # 119 - FCN = 297090.1697907 Edm = 0.0400844 NCalls = 416 -VariableMetric: Iteration # 120 - FCN = 297090.1392239 Edm = 0.00994982 NCalls = 418 -VariableMetric: Iteration # 121 - FCN = 297090.1247603 Edm = 0.00157359 NCalls = 421 -VariableMetric: Iteration # 122 - FCN = 297090.1221532 Edm = 0.000431414 NCalls = 423 -VariableMetric: Iteration # 123 - FCN = 297090.1208888 Edm = 0.00098498 NCalls = 425 -VariableMetric: Iteration # 124 - FCN = 297090.1083832 Edm = 0.0138256 NCalls = 429 -VariableMetric: Iteration # 125 - FCN = 297089.9942316 Edm = 0.12164 NCalls = 435 -VariableMetric: Iteration # 126 - FCN = 297089.9929109 Edm = 0.000632623 NCalls = 437 -VariableMetric: Iteration # 127 - FCN = 297089.9381961 Edm = 0.0400394 NCalls = 445 -VariableMetric: Iteration # 128 - FCN = 297089.937163 Edm = 0.00383292 NCalls = 447 -VariableMetric: Iteration # 129 - FCN = 297089.9271485 Edm = 0.010481 NCalls = 450 -VariableMetric: Iteration # 130 - FCN = 297089.9021765 Edm = 0.0172983 NCalls = 455 -VariableMetric: Iteration # 131 - FCN = 297089.8551244 Edm = 0.0417953 NCalls = 458 -VariableMetric: Iteration # 132 - FCN = 297089.8065481 Edm = 0.0195331 NCalls = 461 -VariableMetric: Iteration # 133 - FCN = 297089.7175996 Edm = 0.0851462 NCalls = 463 -VariableMetric: Iteration # 134 - FCN = 297089.6887651 Edm = 0.035406 NCalls = 465 -VariableMetric: Iteration # 135 - FCN = 297089.4554068 Edm = 0.135203 NCalls = 469 -VariableMetric: Iteration # 136 - FCN = 297089.0558214 Edm = 0.52014 NCalls = 472 -VariableMetric: Iteration # 137 - FCN = 297087.843653 Edm = 0.980342 NCalls = 476 -VariableMetric: Iteration # 138 - FCN = 297082.8418151 Edm = 0.942195 NCalls = 479 -VariableMetric: Iteration # 139 - FCN = 297082.1589638 Edm = 3.18425 NCalls = 481 -VariableMetric: Iteration # 140 - FCN = 297080.0424275 Edm = 0.548714 NCalls = 483 -VariableMetric: Iteration # 141 - FCN = 297079.5998051 Edm = 0.0839194 NCalls = 485 -VariableMetric: Iteration # 142 - FCN = 297079.5353293 Edm = 0.01039 NCalls = 487 -VariableMetric: Iteration # 143 - FCN = 297079.5133779 Edm = 0.0178689 NCalls = 490 -VariableMetric: Iteration # 144 - FCN = 297079.393554 Edm = 0.0327475 NCalls = 495 -VariableMetric: Iteration # 145 - FCN = 297079.3584345 Edm = 0.00969234 NCalls = 496 -VariableMetric: Iteration # 146 - FCN = 297079.3481799 Edm = 0.00420165 NCalls = 498 -VariableMetric: Iteration # 147 - FCN = 297079.3452942 Edm = 0.00184033 NCalls = 499 -VariableMetric: Iteration # 148 - FCN = 297079.3429572 Edm = 0.000291677 NCalls = 501 -VariableMetric: Iteration # 149 - FCN = 297079.3418322 Edm = 0.000697868 NCalls = 503 -VariableMetric: Iteration # 150 - FCN = 297079.3203205 Edm = 0.0175675 NCalls = 507 -VariableMetric: Iteration # 151 - FCN = 297079.0542996 Edm = 0.521231 NCalls = 511 -VariableMetric: Iteration # 152 - FCN = 297078.5580549 Edm = 0.615872 NCalls = 516 -VariableMetric: Iteration # 153 - FCN = 297078.217569 Edm = 0.643746 NCalls = 520 -VariableMetric: Iteration # 154 - FCN = 297077.6709222 Edm = 0.34341 NCalls = 524 -VariableMetric: Iteration # 155 - FCN = 297077.3099441 Edm = 0.149905 NCalls = 526 -VariableMetric: Iteration # 156 - FCN = 297077.1274814 Edm = 0.0468632 NCalls = 528 -VariableMetric: Iteration # 157 - FCN = 297077.042458 Edm = 0.0684953 NCalls = 530 -VariableMetric: Iteration # 158 - FCN = 297076.7073908 Edm = 0.0615719 NCalls = 534 -VariableMetric: Iteration # 159 - FCN = 297076.6399086 Edm = 0.0815801 NCalls = 537 -VariableMetric: Iteration # 160 - FCN = 297076.5814956 Edm = 0.0174116 NCalls = 539 -VariableMetric: Iteration # 161 - FCN = 297076.5454793 Edm = 0.0122865 NCalls = 542 -VariableMetric: Iteration # 162 - FCN = 297076.5290051 Edm = 0.00554988 NCalls = 544 -VariableMetric: Iteration # 163 - FCN = 297076.5231541 Edm = 0.00148126 NCalls = 547 -VariableMetric: Iteration # 164 - FCN = 297076.5209129 Edm = 0.000438128 NCalls = 549 -VariableMetric: Iteration # 165 - FCN = 297076.5195633 Edm = 0.00049362 NCalls = 551 -VariableMetric: Iteration # 166 - FCN = 297076.5164003 Edm = 0.00394255 NCalls = 554 -VariableMetric: Iteration # 167 - FCN = 297076.4951787 Edm = 0.0240241 NCalls = 560 -VariableMetric: Iteration # 168 - FCN = 297076.4928123 Edm = 0.00489044 NCalls = 563 -VariableMetric: Iteration # 169 - FCN = 297076.4572766 Edm = 0.035591 NCalls = 570 -VariableMetric: Iteration # 170 - FCN = 297076.2719567 Edm = 0.598653 NCalls = 572 -VariableMetric: Iteration # 171 - FCN = 297076.2001667 Edm = 0.071224 NCalls = 576 -VariableMetric: Iteration # 172 - FCN = 297075.0947141 Edm = 0.48053 NCalls = 581 -VariableMetric: Iteration # 173 - FCN = 297074.5495437 Edm = 0.0339286 NCalls = 583 -VariableMetric: Iteration # 174 - FCN = 297074.5266545 Edm = 0.0107988 NCalls = 585 -VariableMetric: Iteration # 175 - FCN = 297074.520697 Edm = 0.00092423 NCalls = 587 -VariableMetric: Iteration # 176 - FCN = 297074.5126775 Edm = 0.00659599 NCalls = 590 -VariableMetric: Iteration # 177 - FCN = 297074.4913779 Edm = 0.00488541 NCalls = 593 -VariableMetric: Iteration # 178 - FCN = 297074.4803447 Edm = 0.00726929 NCalls = 596 -VariableMetric: Iteration # 179 - FCN = 297074.474375 Edm = 0.00764643 NCalls = 598 -VariableMetric: Iteration # 180 - FCN = 297074.4583563 Edm = 0.00685452 NCalls = 603 -VariableMetric: Iteration # 181 - FCN = 297074.4406419 Edm = 0.0241812 NCalls = 607 -VariableMetric: Iteration # 182 - FCN = 297074.4294913 Edm = 0.02982 NCalls = 609 -VariableMetric: Iteration # 183 - FCN = 297074.3965988 Edm = 0.0246212 NCalls = 614 -VariableMetric: Iteration # 184 - FCN = 297074.3762705 Edm = 0.0896215 NCalls = 616 -VariableMetric: Iteration # 185 - FCN = 297074.3606667 Edm = 0.0113239 NCalls = 620 -VariableMetric: Iteration # 186 - FCN = 297074.2857508 Edm = 0.0319105 NCalls = 625 -VariableMetric: Iteration # 187 - FCN = 297074.1712381 Edm = 0.168289 NCalls = 629 -VariableMetric: Iteration # 188 - FCN = 297074.0872117 Edm = 0.107538 NCalls = 633 -VariableMetric: Iteration # 189 - FCN = 297074.0272581 Edm = 0.0143806 NCalls = 640 -VariableMetric: Iteration # 190 - FCN = 297074.0049196 Edm = 0.0172702 NCalls = 642 -VariableMetric: Iteration # 191 - FCN = 297073.9964029 Edm = 0.0050206 NCalls = 644 -VariableMetric: Iteration # 192 - FCN = 297073.9850921 Edm = 0.000847748 NCalls = 646 -VariableMetric: Iteration # 193 - FCN = 297073.9838856 Edm = 8.75911e-05 NCalls = 648 -VariableMetric: Iteration # 194 - FCN = 297073.9837466 Edm = 7.02634e-05 NCalls = 650 -VariableMetric: After Hessian - FCN = 297073.9837466 Edm = 61.7076 NCalls = 1129 -VariableMetric: Iteration # 195 - FCN = 297073.9837466 Edm = 61.7076 NCalls = 1129 -VariableMetric: Iteration # 196 - FCN = 297073.3324761 Edm = 156.604 NCalls = 1132 -VariableMetric: Iteration # 197 - FCN = 297071.3550637 Edm = 1.31789 NCalls = 1134 -VariableMetric: Iteration # 198 - FCN = 297070.6478639 Edm = 0.744151 NCalls = 1136 -VariableMetric: Iteration # 199 - FCN = 297069.9757328 Edm = 0.509895 NCalls = 1139 -VariableMetric: Iteration # 200 - FCN = 297069.7489755 Edm = 0.116395 NCalls = 1142 -VariableMetric: Iteration # 201 - FCN = 297069.6761267 Edm = 0.145048 NCalls = 1144 -VariableMetric: Iteration # 202 - FCN = 297069.5353098 Edm = 0.0485467 NCalls = 1147 -VariableMetric: Iteration # 203 - FCN = 297069.4874847 Edm = 0.0392878 NCalls = 1149 -VariableMetric: Iteration # 204 - FCN = 297069.4379172 Edm = 0.0189206 NCalls = 1151 -VariableMetric: Iteration # 205 - FCN = 297069.3905836 Edm = 0.0311773 NCalls = 1154 -VariableMetric: Iteration # 206 - FCN = 297069.3282018 Edm = 0.0292131 NCalls = 1157 -VariableMetric: Iteration # 207 - FCN = 297069.2924888 Edm = 0.0351526 NCalls = 1159 -VariableMetric: Iteration # 208 - FCN = 297069.26425 Edm = 0.0117772 NCalls = 1162 -VariableMetric: Iteration # 209 - FCN = 297069.243042 Edm = 0.0110996 NCalls = 1165 -VariableMetric: Iteration # 210 - FCN = 297069.2245002 Edm = 0.00701312 NCalls = 1167 -VariableMetric: Iteration # 211 - FCN = 297069.2151571 Edm = 0.00569139 NCalls = 1170 -VariableMetric: Iteration # 212 - FCN = 297069.2078726 Edm = 0.00346754 NCalls = 1172 -VariableMetric: Iteration # 213 - FCN = 297069.1985654 Edm = 0.00282573 NCalls = 1174 -VariableMetric: Iteration # 214 - FCN = 297069.1951028 Edm = 0.00288581 NCalls = 1176 -VariableMetric: Iteration # 215 - FCN = 297069.1931365 Edm = 0.00040367 NCalls = 1178 -VariableMetric: Iteration # 216 - FCN = 297069.1925272 Edm = 7.09515e-05 NCalls = 1180 -VariableMetric: Iteration # 217 - FCN = 297069.1924293 Edm = 4.0547e-05 NCalls = 1182 -VariableMetric: After Hessian - FCN = 297069.1924293 Edm = 0.0135868 NCalls = 1675 -VariableMetric: Iteration # 218 - FCN = 297069.1924293 Edm = 0.0135868 NCalls = 1675 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 337467.1150255 Edm = 9032.09 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 337467.1150255 Edm = 9032.09 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 327257.1264895 Edm = 13.1884 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 325367.4852704 Edm = 287.813 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 320615.5373732 Edm = 14003.4 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 305380.2110694 Edm = 143.363 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 303249.7135117 Edm = 1.84654e+07 NCalls = 37 -VariableMetric: Iteration # 6 - FCN = 303249.7135117 Edm = 1.84654e+07 NCalls = 48 -VariableMetric: After Hessian - FCN = 303249.7135117 Edm = 1.7627e+06 NCalls = 523 -VariableMetric: Iteration # 7 - FCN = 303249.7135117 Edm = 1.7627e+06 NCalls = 523 -VariableMetric: Iteration # 8 - FCN = 303201.6039849 Edm = 3.41245e+06 NCalls = 534 -VariableMetric: Iteration # 9 - FCN = 303201.6039849 Edm = 3.41245e+06 NCalls = 545 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324023.3779251 Edm = 4848.62 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324023.3779251 Edm = 4848.62 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301376.1227125 Edm = 3.67312 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298318.6249811 Edm = 14.3708 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 298237.1240072 Edm = 10754.2 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 298149.7107135 Edm = 109.143 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298112.2821328 Edm = 1.72508 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298109.0174501 Edm = 3.41314 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298033.0469161 Edm = 45.3972 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297743.3191429 Edm = 34.4502 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297721.6647587 Edm = 0.38718 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297721.1629118 Edm = 0.124552 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297715.3374577 Edm = 7.91461 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297714.5319058 Edm = 0.735679 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297693.2095688 Edm = 10.893 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297651.9195744 Edm = 3.28498 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297648.9969522 Edm = 0.0440347 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297648.7919738 Edm = 0.169378 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297609.226829 Edm = 21.7677 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297532.9201311 Edm = 20.6358 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297515.563862 Edm = 0.618424 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297514.9869609 Edm = 0.0307774 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297514.5923606 Edm = 0.342278 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297475.9847268 Edm = 27.3579 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297385.2341031 Edm = 26.0004 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297363.9448882 Edm = 8.61965 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297353.3120721 Edm = 0.907911 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297352.2980193 Edm = 0.156777 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297352.1293211 Edm = 0.0277549 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297352.0754361 Edm = 0.0129263 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297351.9625727 Edm = 0.0945089 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297320.7722811 Edm = 4.93703 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297319.8393889 Edm = 6.58294 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297315.6096611 Edm = 0.828138 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297315.1113891 Edm = 0.0937149 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297315.0599589 Edm = 0.0141659 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297315.035992 Edm = 0.0136849 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297313.2164418 Edm = 1.93332 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297312.6994278 Edm = 0.503863 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297257.3586815 Edm = 9.69646 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297242.3669253 Edm = 1.9312 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297240.5095543 Edm = 0.599274 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297239.694355 Edm = 0.17275 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297239.1136932 Edm = 0.0726537 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297239.0332482 Edm = 0.00453994 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297239.0284232 Edm = 0.001417 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297239.025185 Edm = 0.00224656 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297238.9604834 Edm = 0.0739776 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297238.8912168 Edm = 0.0668026 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297207.2827273 Edm = 10.7664 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297202.2088151 Edm = 2.85049 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297197.8145911 Edm = 1.36876 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297196.6854629 Edm = 0.704882 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297196.0607122 Edm = 0.0478461 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297196.013596 Edm = 0.0112996 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297195.9997752 Edm = 0.0016285 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297195.99705 Edm = 0.000882538 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297195.9941793 Edm = 0.00159528 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297195.9839334 Edm = 0.0108993 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297194.1144639 Edm = 0.765562 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297184.710613 Edm = 2.29536 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297181.9293681 Edm = 0.636147 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297180.8635746 Edm = 0.313675 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297180.2334267 Edm = 0.0956602 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297180.1772475 Edm = 0.0100782 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297180.167684 Edm = 0.00229032 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297180.1645411 Edm = 0.001596 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297180.1608601 Edm = 0.00262617 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297180.1275666 Edm = 0.0390051 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297178.258016 Edm = 1.54716 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297172.184404 Edm = 1.48284 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297171.0740071 Edm = 1.0664 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297170.1742896 Edm = 0.477537 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297169.0917249 Edm = 0.355688 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297168.749689 Edm = 0.0506859 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297168.712028 Edm = 0.00341275 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297168.709993 Edm = 0.000744577 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297168.7091914 Edm = 0.00019105 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297168.7077947 Edm = 0.00104482 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297168.6805789 Edm = 0.0245563 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297166.8606609 Edm = 0.71981 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297165.8217562 Edm = 0.0223597 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297165.7996246 Edm = 0.000537266 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297165.799153 Edm = 3.63161e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297165.799153 Edm = 16.2771 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297165.799153 Edm = 16.2771 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297162.8707651 Edm = 65.3336 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297161.6072627 Edm = 2.02695 NCalls = 760 -VariableMetric: Iteration # 86 - FCN = 297161.1089986 Edm = 8.6018 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297160.4184397 Edm = 1.27135 NCalls = 764 -VariableMetric: Iteration # 88 - FCN = 297158.3209475 Edm = 2.91891 NCalls = 767 -VariableMetric: Iteration # 89 - FCN = 297157.740629 Edm = 0.699818 NCalls = 770 -VariableMetric: Iteration # 90 - FCN = 297157.2546527 Edm = 0.407897 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297156.731296 Edm = 0.242801 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297156.4525698 Edm = 0.239515 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297156.0740465 Edm = 0.528334 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297155.9477332 Edm = 0.190984 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297155.7626176 Edm = 0.126586 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297155.6155263 Edm = 0.0632271 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297155.5164189 Edm = 0.082391 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297155.4632044 Edm = 0.0309499 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297155.3916844 Edm = 0.0368429 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297155.3683654 Edm = 0.0133027 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297155.3427064 Edm = 0.0077009 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297155.3268426 Edm = 0.00473627 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297155.3144545 Edm = 0.00533431 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297155.2941185 Edm = 0.00946013 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297155.2794775 Edm = 0.0112499 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297155.2533399 Edm = 0.0113354 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297155.2192417 Edm = 0.00540817 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297155.2013058 Edm = 0.00605043 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297155.1822546 Edm = 0.0034031 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297155.1769884 Edm = 0.00235896 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297155.1734158 Edm = 0.00260269 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297155.1682967 Edm = 0.00106891 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297155.1662276 Edm = 0.000709303 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297155.1648056 Edm = 0.000759633 NCalls = 828 -VariableMetric: Iteration # 115 - FCN = 297155.1621182 Edm = 0.000759339 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297155.1597982 Edm = 0.000621105 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297155.1586759 Edm = 0.000333035 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297155.158257 Edm = 0.000107441 NCalls = 838 -VariableMetric: Iteration # 119 - FCN = 297155.1580792 Edm = 3.26065e-05 NCalls = 840 -VariableMetric: After Hessian - FCN = 297155.1580792 Edm = 0.00808603 NCalls = 1333 -VariableMetric: Iteration # 120 - FCN = 297155.1580792 Edm = 0.00808603 NCalls = 1333 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319523.2627965 Edm = 36.8521 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319523.2627965 Edm = 36.8521 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301149.4561837 Edm = 407.852 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300177.0095011 Edm = 222.029 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300080.7366876 Edm = 19.4911 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 299605.5082089 Edm = 143.441 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 299244.3066536 Edm = 2.95753 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 299228.245334 Edm = 8.27071 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 298875.2855909 Edm = 243.239 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297822.2618601 Edm = 32.3791 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297760.8186439 Edm = 89.3869 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297719.6506889 Edm = 36.4188 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297681.2093754 Edm = 24.8668 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297652.7569256 Edm = 21.4405 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297634.7226825 Edm = 6.98281 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297623.4149958 Edm = 1.80036 NCalls = 45 -VariableMetric: Iteration # 15 - FCN = 297622.2046287 Edm = 0.118029 NCalls = 47 -VariableMetric: Iteration # 16 - FCN = 297620.4131167 Edm = 1.53287 NCalls = 51 -VariableMetric: Iteration # 17 - FCN = 297402.9322323 Edm = 103.975 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297365.2999852 Edm = 58.4249 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297331.481652 Edm = 1.95106 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297329.4950959 Edm = 2.82603 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297327.7992115 Edm = 0.214459 NCalls = 67 -VariableMetric: Iteration # 22 - FCN = 297327.5240515 Edm = 0.0140049 NCalls = 69 -VariableMetric: Iteration # 23 - FCN = 297327.3912339 Edm = 0.105664 NCalls = 72 -VariableMetric: Iteration # 24 - FCN = 297325.9204095 Edm = 0.111274 NCalls = 76 -VariableMetric: Iteration # 25 - FCN = 297325.7695308 Edm = 0.037946 NCalls = 78 -VariableMetric: Iteration # 26 - FCN = 297323.8173926 Edm = 2.18639 NCalls = 83 -VariableMetric: Iteration # 27 - FCN = 297321.0694115 Edm = 3.32342 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297320.8984082 Edm = 0.147791 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297317.5264571 Edm = 3.80204 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297316.2575252 Edm = 1.18613 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297266.2397333 Edm = 7.60633 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297243.648489 Edm = 9.08045 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297240.5311762 Edm = 5.11173 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297232.6164093 Edm = 6.58892 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297223.8001143 Edm = 4.39533 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297213.7824624 Edm = 2.30362 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297211.7516466 Edm = 0.238333 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297211.6206896 Edm = 0.0132583 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297211.5991303 Edm = 0.011315 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297211.5786111 Edm = 0.0136832 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297211.5212836 Edm = 0.0356793 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297204.2608585 Edm = 6.56056 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297178.0961634 Edm = 1.1561 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297176.828662 Edm = 0.0114044 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297176.8132144 Edm = 0.00707827 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297176.805506 Edm = 0.0042286 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297176.7966464 Edm = 0.00357169 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297176.6089671 Edm = 0.173066 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297161.24101 Edm = 4.3042 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297158.5418977 Edm = 2.31725 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297157.4256881 Edm = 0.0613588 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297157.3625083 Edm = 0.00370692 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297157.3487961 Edm = 0.00284701 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297157.3432463 Edm = 0.00131157 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297157.3179913 Edm = 0.0228349 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297155.9472917 Edm = 1.36609 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297141.7249388 Edm = 2.88884 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297138.4812124 Edm = 0.251208 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297138.1190811 Edm = 0.0449129 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297138.058596 Edm = 0.00503161 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297138.0522539 Edm = 0.00152319 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297138.0478833 Edm = 0.00178879 NCalls = 189 -VariableMetric: Iteration # 63 - FCN = 297138.0141536 Edm = 0.026828 NCalls = 193 -VariableMetric: Iteration # 64 - FCN = 297136.2690341 Edm = 1.89477 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297126.2826626 Edm = 4.64468 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297123.5664799 Edm = 3.49647 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297120.1090307 Edm = 0.897483 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297118.432319 Edm = 2.38061 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297116.9041103 Edm = 0.955765 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297115.6896108 Edm = 0.536198 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297114.6435592 Edm = 1.31377 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297113.636758 Edm = 0.705619 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297112.324856 Edm = 0.771377 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297111.3512387 Edm = 0.793173 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297110.663183 Edm = 0.850257 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297109.528328 Edm = 1.20676 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297108.4251881 Edm = 2.3032 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297100.4774049 Edm = 60.7673 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297100.3025815 Edm = 1.33672 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297095.807806 Edm = 8.36066 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297093.4849569 Edm = 4.75432 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297091.9371585 Edm = 2.62758 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297082.915268 Edm = 2.16265 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297079.9921576 Edm = 0.893896 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297078.6743549 Edm = 1.38336 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297078.079444 Edm = 0.748566 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297077.0771094 Edm = 0.306143 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297076.6897731 Edm = 0.440647 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297076.4489076 Edm = 0.115674 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297076.3406253 Edm = 0.00876768 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297076.3324459 Edm = 0.000580819 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297076.3312463 Edm = 0.000643072 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297076.3253993 Edm = 0.00700885 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297076.3200613 Edm = 0.00465003 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297076.2866642 Edm = 0.00426772 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297076.2795494 Edm = 0.00111916 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297076.2776722 Edm = 0.00123177 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297076.2745338 Edm = 0.00326231 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297076.2500774 Edm = 0.0210121 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297075.4357604 Edm = 1.8583 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297075.3957666 Edm = 0.0335268 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297074.4646166 Edm = 0.217517 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297073.9545235 Edm = 0.217395 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297072.2538736 Edm = 0.451247 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297072.0090783 Edm = 0.833464 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297071.6040707 Edm = 0.0984435 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297071.2678815 Edm = 0.0560806 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297071.1690526 Edm = 0.00527301 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297071.1622099 Edm = 0.0005346 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297071.1614713 Edm = 0.000276975 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297071.1610796 Edm = 0.000568442 NCalls = 347 -VariableMetric: Iteration # 112 - FCN = 297071.1505881 Edm = 0.00995843 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297070.6183822 Edm = 0.394761 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297069.1797029 Edm = 0.132158 NCalls = 359 -VariableMetric: Iteration # 115 - FCN = 297068.981206 Edm = 0.00400902 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297068.9770947 Edm = 0.000246236 NCalls = 363 -VariableMetric: Iteration # 117 - FCN = 297068.9766213 Edm = 0.000292686 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297068.9728395 Edm = 0.00336458 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297068.7206587 Edm = 0.21212 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297066.7652686 Edm = 0.413377 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297066.2068379 Edm = 0.149228 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297066.0769339 Edm = 0.146488 NCalls = 384 -VariableMetric: Iteration # 123 - FCN = 297065.9012337 Edm = 0.0556635 NCalls = 386 -VariableMetric: Iteration # 124 - FCN = 297065.7995024 Edm = 0.0138974 NCalls = 388 -VariableMetric: Iteration # 125 - FCN = 297065.7875598 Edm = 0.00318993 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297065.7839924 Edm = 0.000369895 NCalls = 392 -VariableMetric: Iteration # 127 - FCN = 297065.7830557 Edm = 0.000478066 NCalls = 394 -VariableMetric: Iteration # 128 - FCN = 297065.7547897 Edm = 0.0239112 NCalls = 399 -VariableMetric: Iteration # 129 - FCN = 297064.9456414 Edm = 0.359234 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297064.0665794 Edm = 0.168105 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297063.8061382 Edm = 0.0446478 NCalls = 408 -VariableMetric: Iteration # 132 - FCN = 297063.7434078 Edm = 0.0199362 NCalls = 410 -VariableMetric: Iteration # 133 - FCN = 297063.7254036 Edm = 0.00988307 NCalls = 412 -VariableMetric: Iteration # 134 - FCN = 297063.7116549 Edm = 0.00281621 NCalls = 414 -VariableMetric: Iteration # 135 - FCN = 297063.7069995 Edm = 0.000635078 NCalls = 416 -VariableMetric: Iteration # 136 - FCN = 297063.7061855 Edm = 0.000165672 NCalls = 418 -VariableMetric: Iteration # 137 - FCN = 297063.7059629 Edm = 8.26699e-05 NCalls = 420 -VariableMetric: Iteration # 138 - FCN = 297063.7056426 Edm = 0.000246358 NCalls = 422 -VariableMetric: Iteration # 139 - FCN = 297063.7016179 Edm = 0.00314289 NCalls = 427 -VariableMetric: Iteration # 140 - FCN = 297063.6069656 Edm = 0.0722318 NCalls = 432 -VariableMetric: Iteration # 141 - FCN = 297063.5265474 Edm = 2.82177 NCalls = 433 -VariableMetric: Iteration # 142 - FCN = 297063.2864335 Edm = 0.218947 NCalls = 435 -VariableMetric: Iteration # 143 - FCN = 297062.8212965 Edm = 0.191976 NCalls = 440 -VariableMetric: Iteration # 144 - FCN = 297062.544162 Edm = 0.155565 NCalls = 442 -VariableMetric: Iteration # 145 - FCN = 297062.4983123 Edm = 0.0673067 NCalls = 444 -VariableMetric: Iteration # 146 - FCN = 297062.3761143 Edm = 0.0204145 NCalls = 446 -VariableMetric: Iteration # 147 - FCN = 297062.325032 Edm = 0.0170077 NCalls = 449 -VariableMetric: Iteration # 148 - FCN = 297062.3096811 Edm = 0.0193014 NCalls = 451 -VariableMetric: Iteration # 149 - FCN = 297062.2866911 Edm = 0.0110039 NCalls = 454 -VariableMetric: Iteration # 150 - FCN = 297062.2568075 Edm = 0.0294635 NCalls = 458 -VariableMetric: Iteration # 151 - FCN = 297062.2137464 Edm = 0.0622982 NCalls = 463 -VariableMetric: Iteration # 152 - FCN = 297062.1407705 Edm = 0.0208554 NCalls = 468 -VariableMetric: Iteration # 153 - FCN = 297062.1082695 Edm = 0.0506496 NCalls = 471 -VariableMetric: Iteration # 154 - FCN = 297062.0914776 Edm = 0.0157463 NCalls = 473 -VariableMetric: Iteration # 155 - FCN = 297062.0515335 Edm = 0.0135318 NCalls = 475 -VariableMetric: Iteration # 156 - FCN = 297062.0394401 Edm = 0.00562775 NCalls = 478 -VariableMetric: Iteration # 157 - FCN = 297062.0333542 Edm = 0.00191798 NCalls = 481 -VariableMetric: Iteration # 158 - FCN = 297062.0302996 Edm = 0.000786935 NCalls = 483 -VariableMetric: Iteration # 159 - FCN = 297062.0289991 Edm = 0.000591828 NCalls = 485 -VariableMetric: Iteration # 160 - FCN = 297062.0274012 Edm = 0.000919068 NCalls = 488 -VariableMetric: Iteration # 161 - FCN = 297062.0239011 Edm = 0.00127951 NCalls = 491 -VariableMetric: Iteration # 162 - FCN = 297062.0217866 Edm = 0.000239048 NCalls = 493 -VariableMetric: Iteration # 163 - FCN = 297062.0214874 Edm = 8.1771e-05 NCalls = 495 -VariableMetric: Iteration # 164 - FCN = 297062.0213421 Edm = 7.66842e-05 NCalls = 497 -VariableMetric: After Hessian - FCN = 297062.0213421 Edm = 654.674 NCalls = 974 -VariableMetric: Iteration # 165 - FCN = 297062.0213421 Edm = 654.674 NCalls = 974 -VariableMetric: Iteration # 166 - FCN = 297052.871959 Edm = 9.71255 NCalls = 981 -VariableMetric: Iteration # 167 - FCN = 297052.070246 Edm = 6.57578 NCalls = 983 -VariableMetric: Iteration # 168 - FCN = 297047.790874 Edm = 0.7021 NCalls = 987 -VariableMetric: Iteration # 169 - FCN = 297046.5556901 Edm = 0.67 NCalls = 989 -VariableMetric: Iteration # 170 - FCN = 297045.6319934 Edm = 0.544801 NCalls = 991 -VariableMetric: Iteration # 171 - FCN = 297044.6191011 Edm = 0.284811 NCalls = 993 -VariableMetric: Iteration # 172 - FCN = 297044.1196119 Edm = 0.217019 NCalls = 996 -VariableMetric: Iteration # 173 - FCN = 297043.8297736 Edm = 0.169419 NCalls = 998 -VariableMetric: Iteration # 174 - FCN = 297043.4653577 Edm = 0.112762 NCalls = 1000 -VariableMetric: Iteration # 175 - FCN = 297043.2837494 Edm = 0.0637919 NCalls = 1002 -VariableMetric: Iteration # 176 - FCN = 297043.1180418 Edm = 0.0998889 NCalls = 1004 -VariableMetric: Iteration # 177 - FCN = 297042.8805708 Edm = 0.0660495 NCalls = 1006 -VariableMetric: Iteration # 178 - FCN = 297042.741279 Edm = 0.090788 NCalls = 1008 -VariableMetric: Iteration # 179 - FCN = 297042.5740676 Edm = 0.103823 NCalls = 1011 -VariableMetric: Iteration # 180 - FCN = 297042.4194719 Edm = 0.0710798 NCalls = 1013 -VariableMetric: Iteration # 181 - FCN = 297042.1625986 Edm = 0.136021 NCalls = 1016 -VariableMetric: Iteration # 182 - FCN = 297041.9330028 Edm = 0.0501263 NCalls = 1018 -VariableMetric: Iteration # 183 - FCN = 297041.8541179 Edm = 0.0270974 NCalls = 1020 -VariableMetric: Iteration # 184 - FCN = 297041.7919337 Edm = 0.024121 NCalls = 1022 -VariableMetric: Iteration # 185 - FCN = 297041.7574546 Edm = 0.0226726 NCalls = 1024 -VariableMetric: Iteration # 186 - FCN = 297041.7305197 Edm = 0.0083201 NCalls = 1026 -VariableMetric: Iteration # 187 - FCN = 297041.6896498 Edm = 0.0151942 NCalls = 1028 -VariableMetric: Iteration # 188 - FCN = 297041.6591774 Edm = 0.00503731 NCalls = 1030 -VariableMetric: Iteration # 189 - FCN = 297041.6384078 Edm = 0.011907 NCalls = 1032 -VariableMetric: Iteration # 190 - FCN = 297041.6142763 Edm = 0.0189551 NCalls = 1035 -VariableMetric: Iteration # 191 - FCN = 297041.5881042 Edm = 0.00564505 NCalls = 1037 -VariableMetric: Iteration # 192 - FCN = 297041.5636395 Edm = 0.0150416 NCalls = 1040 -VariableMetric: Iteration # 193 - FCN = 297041.5219797 Edm = 0.0121922 NCalls = 1042 -VariableMetric: Iteration # 194 - FCN = 297041.5047463 Edm = 0.0118415 NCalls = 1045 -VariableMetric: Iteration # 195 - FCN = 297041.4522114 Edm = 0.0235895 NCalls = 1048 -VariableMetric: Iteration # 196 - FCN = 297041.4187662 Edm = 0.0238943 NCalls = 1051 -VariableMetric: Iteration # 197 - FCN = 297041.390023 Edm = 0.0154388 NCalls = 1053 -VariableMetric: Iteration # 198 - FCN = 297041.3340608 Edm = 0.0429162 NCalls = 1056 -VariableMetric: Iteration # 199 - FCN = 297041.2823507 Edm = 0.0211356 NCalls = 1058 -VariableMetric: Iteration # 200 - FCN = 297041.2527922 Edm = 0.0121956 NCalls = 1061 -VariableMetric: Iteration # 201 - FCN = 297041.2320224 Edm = 0.0139427 NCalls = 1063 -VariableMetric: Iteration # 202 - FCN = 297041.1802457 Edm = 0.0247792 NCalls = 1067 -VariableMetric: Iteration # 203 - FCN = 297041.1062658 Edm = 0.0357133 NCalls = 1069 -VariableMetric: Iteration # 204 - FCN = 297041.0412643 Edm = 0.0803919 NCalls = 1072 -VariableMetric: Iteration # 205 - FCN = 297041.0164269 Edm = 0.0528413 NCalls = 1073 -VariableMetric: Iteration # 206 - FCN = 297040.913429 Edm = 0.0535212 NCalls = 1076 -VariableMetric: Iteration # 207 - FCN = 297040.8230689 Edm = 0.0404543 NCalls = 1078 -VariableMetric: Iteration # 208 - FCN = 297040.7839663 Edm = 0.0206739 NCalls = 1080 -VariableMetric: Iteration # 209 - FCN = 297040.7544875 Edm = 0.0242394 NCalls = 1083 -VariableMetric: Iteration # 210 - FCN = 297040.7199889 Edm = 0.0132836 NCalls = 1085 -VariableMetric: Iteration # 211 - FCN = 297040.6957645 Edm = 0.0118948 NCalls = 1088 -VariableMetric: Iteration # 212 - FCN = 297040.6728106 Edm = 0.0312508 NCalls = 1091 -VariableMetric: Iteration # 213 - FCN = 297040.6325033 Edm = 0.0373387 NCalls = 1094 -VariableMetric: Iteration # 214 - FCN = 297040.5917583 Edm = 0.0187691 NCalls = 1096 -VariableMetric: Iteration # 215 - FCN = 297040.5724144 Edm = 0.0105924 NCalls = 1098 -VariableMetric: Iteration # 216 - FCN = 297040.5497807 Edm = 0.0201441 NCalls = 1100 -VariableMetric: Iteration # 217 - FCN = 297040.5064517 Edm = 0.0313039 NCalls = 1104 -VariableMetric: Iteration # 218 - FCN = 297040.4696396 Edm = 0.0104428 NCalls = 1107 -VariableMetric: Iteration # 219 - FCN = 297040.4581849 Edm = 0.00452156 NCalls = 1109 -VariableMetric: Iteration # 220 - FCN = 297040.4524684 Edm = 0.00338184 NCalls = 1112 -VariableMetric: Iteration # 221 - FCN = 297040.4458624 Edm = 0.00231076 NCalls = 1114 -VariableMetric: Iteration # 222 - FCN = 297040.4407273 Edm = 0.00185146 NCalls = 1116 -VariableMetric: Iteration # 223 - FCN = 297040.4359458 Edm = 0.00168877 NCalls = 1118 -VariableMetric: Iteration # 224 - FCN = 297040.4305646 Edm = 0.00214964 NCalls = 1120 -VariableMetric: Iteration # 225 - FCN = 297040.4246374 Edm = 0.0019602 NCalls = 1122 -VariableMetric: Iteration # 226 - FCN = 297040.4204033 Edm = 0.00153947 NCalls = 1124 -VariableMetric: Iteration # 227 - FCN = 297040.4172191 Edm = 0.000818708 NCalls = 1126 -VariableMetric: Iteration # 228 - FCN = 297040.4161397 Edm = 0.000280612 NCalls = 1128 -VariableMetric: Iteration # 229 - FCN = 297040.414957 Edm = 0.000937572 NCalls = 1131 -VariableMetric: Iteration # 230 - FCN = 297040.40845 Edm = 0.00578178 NCalls = 1135 -VariableMetric: Iteration # 231 - FCN = 297040.3840124 Edm = 0.0093387 NCalls = 1140 -VariableMetric: Iteration # 232 - FCN = 297040.3777971 Edm = 0.00226049 NCalls = 1142 -VariableMetric: Iteration # 233 - FCN = 297040.3751015 Edm = 0.000465358 NCalls = 1144 -VariableMetric: Iteration # 234 - FCN = 297040.3731107 Edm = 0.000315685 NCalls = 1146 -VariableMetric: Iteration # 235 - FCN = 297040.372466 Edm = 0.000355546 NCalls = 1148 -VariableMetric: Iteration # 236 - FCN = 297040.3716233 Edm = 0.000577233 NCalls = 1150 -VariableMetric: Iteration # 237 - FCN = 297040.3706629 Edm = 0.000322734 NCalls = 1152 -VariableMetric: Iteration # 238 - FCN = 297040.3691257 Edm = 0.00109133 NCalls = 1154 -VariableMetric: Iteration # 239 - FCN = 297040.3592004 Edm = 0.00236045 NCalls = 1158 -VariableMetric: Iteration # 240 - FCN = 297040.356101 Edm = 0.00199788 NCalls = 1160 -VariableMetric: Iteration # 241 - FCN = 297040.3549714 Edm = 0.000670895 NCalls = 1162 -VariableMetric: Iteration # 242 - FCN = 297040.354236 Edm = 0.00023278 NCalls = 1164 -VariableMetric: Iteration # 243 - FCN = 297040.3539922 Edm = 3.50206e-05 NCalls = 1166 -VariableMetric: After Hessian - FCN = 297040.3539922 Edm = 0.000313285 NCalls = 1651 -VariableMetric: Iteration # 244 - FCN = 297040.3539922 Edm = 0.000313285 NCalls = 1651 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317572.4820094 Edm = 55.8593 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317572.4820094 Edm = 55.8593 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313185.0478837 Edm = 13.1909 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 313117.669715 Edm = 114.402 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 313055.881775 Edm = 35.1082 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298268.0935568 Edm = 6.6574 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298233.0939568 Edm = 15.243 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297973.2669073 Edm = 24.0037 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297950.2479159 Edm = 3.05804 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297948.6504893 Edm = 0.0793521 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297946.8143868 Edm = 1.43867 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297934.610741 Edm = 0.12038 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297933.5440862 Edm = 0.954534 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297841.0893435 Edm = 46.66 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297737.4133312 Edm = 30.6524 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297718.0139478 Edm = 0.224713 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297717.8025708 Edm = 0.017564 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297717.6403799 Edm = 0.197421 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297692.9707333 Edm = 3.67631 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297594.0826717 Edm = 18.6911 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297544.416408 Edm = 7.65357 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297530.2257401 Edm = 0.6256 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297529.5056687 Edm = 0.0226974 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297529.4783101 Edm = 0.00225525 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297529.4039977 Edm = 0.0779231 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297525.4134508 Edm = 0.311572 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297499.5303683 Edm = 7.549 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297482.7176506 Edm = 1.79441 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297481.0461068 Edm = 0.0162299 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297481.0237374 Edm = 0.00252311 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297481.0177964 Edm = 0.0023945 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297479.9108153 Edm = 1.05008 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297464.8839109 Edm = 2.12137 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297460.7276494 Edm = 0.354168 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297460.3096294 Edm = 0.0512642 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297460.2634895 Edm = 0.00403973 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297460.2587811 Edm = 0.000830812 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297460.2536027 Edm = 0.00405922 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297460.1056695 Edm = 0.0966044 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297457.5466797 Edm = 0.975254 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297455.6323224 Edm = 0.428787 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297455.2297836 Edm = 0.0920166 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297455.079378 Edm = 0.0343163 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297455.0546143 Edm = 0.00252064 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297455.0516997 Edm = 0.000451925 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297455.031559 Edm = 0.0193049 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297449.3316514 Edm = 1.95232 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297446.4566414 Edm = 0.591495 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297446.0112034 Edm = 0.0334463 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297445.9812181 Edm = 0.00252549 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297445.9774909 Edm = 0.00032347 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297445.9767696 Edm = 0.000431609 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297445.9578766 Edm = 0.0185197 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297443.7888139 Edm = 1.00721 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297442.0571864 Edm = 0.0560805 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297441.9991209 Edm = 0.000946089 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297441.9979789 Edm = 8.50893e-05 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297441.9975421 Edm = 0.000233403 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297441.9959888 Edm = 0.00135846 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297441.9238816 Edm = 0.0725062 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297441.8987948 Edm = 0.0237521 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297440.9611769 Edm = 0.018555 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297440.946126 Edm = 0.000239684 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297440.9458746 Edm = 5.96793e-06 NCalls = 199 -VariableMetric: After Hessian - FCN = 297440.9458746 Edm = 3.87912 NCalls = 682 -VariableMetric: Iteration # 63 - FCN = 297440.9458746 Edm = 3.87912 NCalls = 682 -VariableMetric: Iteration # 64 - FCN = 297440.9427321 Edm = 5.80054 NCalls = 686 -VariableMetric: Iteration # 65 - FCN = 297440.7025243 Edm = 225.611 NCalls = 692 -VariableMetric: Iteration # 66 - FCN = 297440.6975824 Edm = 162.576 NCalls = 696 -VariableMetric: Iteration # 67 - FCN = 297440.6802856 Edm = 58.2293 NCalls = 699 -VariableMetric: Iteration # 68 - FCN = 297440.6756062 Edm = 95.783 NCalls = 703 -VariableMetric: Iteration # 69 - FCN = 297440.6442719 Edm = 50.2331 NCalls = 706 -VariableMetric: Iteration # 70 - FCN = 297440.6307134 Edm = 92.0787 NCalls = 708 -VariableMetric: Iteration # 71 - FCN = 297440.6036881 Edm = 10.9311 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297440.5901213 Edm = 3.2338 NCalls = 714 -VariableMetric: Iteration # 73 - FCN = 297440.5708631 Edm = 1.97193 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297440.5289467 Edm = 4.13116 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297440.497162 Edm = 1.97796 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297440.4646748 Edm = 1.63356 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297440.4288385 Edm = 0.387851 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297440.3948238 Edm = 0.277419 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297440.3416144 Edm = 0.352373 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297440.2399113 Edm = 1.40868 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297440.1707676 Edm = 0.499189 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297440.1476067 Edm = 0.0988471 NCalls = 735 -VariableMetric: Iteration # 83 - FCN = 297440.1160072 Edm = 0.560126 NCalls = 737 -VariableMetric: Iteration # 84 - FCN = 297440.0781954 Edm = 0.558436 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297439.9767102 Edm = 0.575597 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297439.9312601 Edm = 0.360015 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297439.6586326 Edm = 0.959948 NCalls = 747 -VariableMetric: Iteration # 88 - FCN = 297439.509938 Edm = 1.46095 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297439.401727 Edm = 0.479893 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297439.2399426 Edm = 0.556028 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297438.9163139 Edm = 0.491722 NCalls = 758 -VariableMetric: Iteration # 92 - FCN = 297438.7403216 Edm = 0.364252 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297438.5985296 Edm = 0.833786 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297438.2176806 Edm = 0.71412 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297437.4092675 Edm = 1.28982 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297437.0342876 Edm = 2.24296 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297435.6300212 Edm = 1.4677 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297432.0645762 Edm = 3.07344 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297431.7044486 Edm = 3.11323 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297430.6432962 Edm = 2.3809 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297429.7140446 Edm = 2.16545 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297428.0976433 Edm = 0.451348 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297427.6407177 Edm = 0.285872 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297427.4438073 Edm = 0.0434724 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297427.4119413 Edm = 0.010588 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297427.4050674 Edm = 0.00198492 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297427.4026932 Edm = 0.000562688 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297427.4020729 Edm = 0.000109849 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297427.4019082 Edm = 3.31528e-05 NCalls = 811 -VariableMetric: After Hessian - FCN = 297427.4019082 Edm = 3.89649e-05 NCalls = 1294 -VariableMetric: Iteration # 110 - FCN = 297427.4019082 Edm = 3.89649e-05 NCalls = 1294 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329811.332712 Edm = 35.6204 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329811.332712 Edm = 35.6204 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299429.7475762 Edm = 6.48012 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299222.7158736 Edm = 52.3241 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299210.6356482 Edm = 2.49858 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298951.2997917 Edm = 148.024 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298657.3044024 Edm = 125.612 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298513.8895953 Edm = 14.0233 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298505.7544158 Edm = 0.606288 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 298501.6240125 Edm = 4.47282 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 298008.8335786 Edm = 212.619 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297802.9489577 Edm = 357.947 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297348.3780153 Edm = 70.9384 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297301.7700904 Edm = 2.42044 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297299.6345859 Edm = 0.0304183 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297299.5816467 Edm = 0.036892 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297294.7858308 Edm = 3.5403 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297192.5791921 Edm = 11.5034 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297176.4876773 Edm = 0.319542 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297176.120882 Edm = 0.0059789 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297176.0981091 Edm = 0.0134531 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297175.8748923 Edm = 0.187314 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297130.0053057 Edm = 1.02964 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297129.1481655 Edm = 0.0512727 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297129.0783035 Edm = 0.0327219 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297128.5744432 Edm = 0.504273 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297127.0823133 Edm = 1.3431 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297109.4380148 Edm = 2.28696 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297105.3209427 Edm = 0.520857 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297104.8157917 Edm = 0.254539 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297104.5860265 Edm = 0.0378534 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297104.5326914 Edm = 0.00208843 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297104.5178034 Edm = 0.0126535 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297102.9900817 Edm = 1.70387 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297102.9452238 Edm = 0.0292989 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297101.822732 Edm = 1.20392 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297089.8097644 Edm = 3.78464 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297083.3898674 Edm = 0.624029 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297081.9749302 Edm = 0.233373 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297081.3741667 Edm = 0.136398 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297081.0994985 Edm = 0.130683 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297081.0331317 Edm = 0.0307939 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297081.0100757 Edm = 0.00349105 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297080.9995161 Edm = 0.00636635 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297080.2789068 Edm = 0.851129 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297080.1988393 Edm = 0.0817714 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297079.9897078 Edm = 0.161936 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297075.2693167 Edm = 2.60052 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297068.6007585 Edm = 1.82551 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297067.515328 Edm = 2.62554 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297065.9820435 Edm = 0.52851 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297064.631173 Edm = 0.228618 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297064.0867389 Edm = 0.0717576 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297063.9931051 Edm = 0.0103491 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297063.9846049 Edm = 0.00159259 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297063.9810394 Edm = 0.00185794 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297063.9664456 Edm = 0.010206 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297063.7817783 Edm = 0.221431 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297057.6968848 Edm = 1.96746 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297054.9953601 Edm = 0.827966 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297054.7076282 Edm = 0.0227088 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297054.6805218 Edm = 0.00376194 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297054.6722772 Edm = 0.000925254 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297054.6711208 Edm = 0.000145778 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297054.6695676 Edm = 0.00132577 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297054.651313 Edm = 0.0112247 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297054.3374488 Edm = 0.259002 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297050.8612771 Edm = 4.02982 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297049.0390132 Edm = 2.02091 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297046.5125162 Edm = 1.70443 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297044.3066223 Edm = 1.28088 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297043.4969979 Edm = 0.879796 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297042.455433 Edm = 0.47901 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297041.7697559 Edm = 0.337755 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297041.5589533 Edm = 0.0776423 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297041.4767358 Edm = 0.00857833 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297041.4684524 Edm = 0.000957792 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297041.4666362 Edm = 0.000826728 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297041.4562493 Edm = 0.00682873 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297041.3785331 Edm = 0.0761272 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297040.7941091 Edm = 0.564851 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297040.6902411 Edm = 0.0849728 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297036.0869487 Edm = 8.11659 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297035.4823366 Edm = 2.05595 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297030.1103773 Edm = 5.2216 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297025.2519037 Edm = 3.10994 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297019.947599 Edm = 1.70818 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297018.7559074 Edm = 1.36313 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297017.7928479 Edm = 0.346564 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297017.4957259 Edm = 0.083983 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297017.4276514 Edm = 0.0110911 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297017.4173049 Edm = 0.00159026 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297017.4147974 Edm = 0.00146758 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297017.4119542 Edm = 0.000816433 NCalls = 286 -VariableMetric: Iteration # 93 - FCN = 297017.4106514 Edm = 0.00101484 NCalls = 288 -VariableMetric: Iteration # 94 - FCN = 297017.4035053 Edm = 0.00482517 NCalls = 292 -VariableMetric: Iteration # 95 - FCN = 297017.368578 Edm = 0.0269896 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297016.938766 Edm = 0.31618 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297015.4698082 Edm = 0.458848 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297015.1831144 Edm = 0.0303795 NCalls = 304 -VariableMetric: Iteration # 99 - FCN = 297015.1551309 Edm = 0.000975176 NCalls = 306 -VariableMetric: Iteration # 100 - FCN = 297015.1543443 Edm = 6.50571e-05 NCalls = 308 -VariableMetric: After Hessian - FCN = 297015.1543443 Edm = 1.9248 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297015.1543443 Edm = 1.9248 NCalls = 779 -VariableMetric: Iteration # 102 - FCN = 297013.9981383 Edm = 0.221726 NCalls = 781 -VariableMetric: Iteration # 103 - FCN = 297013.7029502 Edm = 0.101374 NCalls = 783 -VariableMetric: Iteration # 104 - FCN = 297013.436134 Edm = 0.157841 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297013.3136705 Edm = 0.19483 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297013.2114812 Edm = 0.246971 NCalls = 798 -VariableMetric: Iteration # 107 - FCN = 297013.1656032 Edm = 0.0539772 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297013.1038087 Edm = 0.0457549 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297013.0601922 Edm = 0.0179546 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297013.0424326 Edm = 0.00353425 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297013.0379604 Edm = 0.00076542 NCalls = 808 -VariableMetric: Iteration # 112 - FCN = 297013.0370633 Edm = 5.77835e-05 NCalls = 810 -VariableMetric: After Hessian - FCN = 297013.0370633 Edm = 8.75688e-05 NCalls = 1285 -VariableMetric: Iteration # 113 - FCN = 297013.0370633 Edm = 8.75688e-05 NCalls = 1285 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321757.1589917 Edm = 311.027 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321757.1589917 Edm = 311.027 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301652.4454153 Edm = 9.81952 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299608.5156098 Edm = 53.4663 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299598.6579039 Edm = 9.46172 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299591.8454172 Edm = 4.98517 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299396.4107793 Edm = 129.452 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298209.2127338 Edm = 151.125 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297963.2870912 Edm = 7.09977 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297953.1622193 Edm = 2.24688 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297951.1591861 Edm = 0.48316 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297907.3693563 Edm = 34.441 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297578.7684119 Edm = 16.3085 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297563.7365735 Edm = 1.00799 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297562.7907652 Edm = 0.0607081 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297562.6701599 Edm = 0.114016 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297546.4349395 Edm = 13.8508 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297468.1083613 Edm = 6.49814 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297460.7006768 Edm = 0.876714 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297460.3121135 Edm = 0.0435887 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297460.2166161 Edm = 0.0169791 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297460.1821611 Edm = 0.0097325 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297459.5118508 Edm = 0.646901 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297412.882421 Edm = 21.9064 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297386.4027643 Edm = 13.3188 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297373.0832389 Edm = 2.07114 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297369.1336225 Edm = 0.192118 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297369.0115875 Edm = 0.00809853 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297368.9917168 Edm = 0.0141195 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297368.7374159 Edm = 0.309855 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297361.7664927 Edm = 2.5374 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297339.4537143 Edm = 8.30438 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297324.3269412 Edm = 3.42145 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297322.5603587 Edm = 2.48455 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297320.4876034 Edm = 1.4735 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297315.7643501 Edm = 3.38715 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297309.9186805 Edm = 1.33978 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297309.1475854 Edm = 0.476132 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297308.8207725 Edm = 0.0941205 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297308.7367874 Edm = 0.00685511 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297308.7310873 Edm = 0.00259574 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297308.7209815 Edm = 0.00570256 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297308.6233631 Edm = 0.0726279 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297305.8269196 Edm = 2.03179 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297305.6623639 Edm = 0.280772 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297305.1134965 Edm = 0.587276 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297300.5751954 Edm = 0.610833 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297299.398587 Edm = 1.01273 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297298.3100264 Edm = 0.982059 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297297.5605382 Edm = 1.30114 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297296.3796365 Edm = 0.388217 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297295.8067978 Edm = 0.150347 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297295.5258229 Edm = 0.0861455 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297295.3722955 Edm = 0.0220787 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297295.3535204 Edm = 0.000700844 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297295.3515461 Edm = 0.00117452 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297295.149216 Edm = 0.178449 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297291.0648464 Edm = 0.681067 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297290.451112 Edm = 0.195828 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297290.231774 Edm = 0.074458 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297290.0476209 Edm = 0.142349 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297289.9170097 Edm = 0.051048 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297289.854661 Edm = 0.0119616 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297289.8425743 Edm = 0.00135975 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297289.8407891 Edm = 0.000294994 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297289.8404108 Edm = 7.53727e-05 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297289.8401097 Edm = 0.000166256 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297289.8389648 Edm = 0.00113822 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297289.8205241 Edm = 0.0163376 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297288.4748661 Edm = 0.30098 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297288.1571567 Edm = 0.0364651 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297288.1298154 Edm = 0.00164244 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297288.1286127 Edm = 0.000175865 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297288.1282711 Edm = 0.000402774 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297288.1230761 Edm = 0.00358008 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297288.0812552 Edm = 0.0298026 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297286.6767401 Edm = 0.969001 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297285.5588799 Edm = 0.258192 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297285.3996372 Edm = 0.152163 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297285.2681556 Edm = 0.0681129 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297285.1012101 Edm = 0.031412 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297285.07304 Edm = 0.0440748 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297285.0451607 Edm = 0.0125838 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297285.0100237 Edm = 0.0118144 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297284.9843132 Edm = 0.00727952 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297284.9782742 Edm = 0.00145924 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297284.9765501 Edm = 0.000272806 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297284.9750426 Edm = 0.00104262 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297284.9325092 Edm = 0.0362871 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297284.3584117 Edm = 0.862998 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297283.6824481 Edm = 1.33603 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297279.9945239 Edm = 4.05113 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297279.2823469 Edm = 1.4835 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297276.0557165 Edm = 1.73034 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297274.0092069 Edm = 0.759093 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297273.4513788 Edm = 0.158055 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297273.2717516 Edm = 0.0604496 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297273.0604104 Edm = 0.0947803 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297272.9944627 Edm = 0.0691284 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297272.934871 Edm = 0.0107196 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297272.9169162 Edm = 0.00334985 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297272.9134803 Edm = 0.00101573 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297272.9105215 Edm = 0.00162072 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297272.8993609 Edm = 0.00789181 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297272.7037025 Edm = 0.193822 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297272.2731484 Edm = 0.352386 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297269.6417847 Edm = 0.116648 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297269.5399449 Edm = 0.0150206 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297269.5244558 Edm = 0.00278969 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297269.5227701 Edm = 0.000540858 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297269.5223461 Edm = 3.73705e-05 NCalls = 348 -VariableMetric: After Hessian - FCN = 297269.5223461 Edm = 1058.05 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297269.5223461 Edm = 1058.05 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297266.66235 Edm = 39.5941 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297265.507218 Edm = 1.76361 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297261.8787068 Edm = 5.38402 NCalls = 842 -VariableMetric: Iteration # 114 - FCN = 297258.4669196 Edm = 4.74729 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297257.5141119 Edm = 1.55944 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297254.9460621 Edm = 1.16088 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297254.3982319 Edm = 0.264736 NCalls = 853 -VariableMetric: Iteration # 118 - FCN = 297254.0489731 Edm = 0.149437 NCalls = 856 -VariableMetric: Iteration # 119 - FCN = 297253.9488143 Edm = 0.0457284 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297253.9091554 Edm = 0.0188411 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297253.873675 Edm = 0.0155072 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297253.8331608 Edm = 0.0175616 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297253.7908323 Edm = 0.010898 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297253.7730078 Edm = 0.00423661 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297253.7692177 Edm = 0.00171872 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297253.7650081 Edm = 0.00199027 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297253.7537224 Edm = 0.00438967 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297253.7427369 Edm = 0.00637406 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297253.7377541 Edm = 0.00502707 NCalls = 879 -VariableMetric: Iteration # 130 - FCN = 297253.7282194 Edm = 0.00540929 NCalls = 881 -VariableMetric: Iteration # 131 - FCN = 297253.7186598 Edm = 0.00547187 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297253.7146139 Edm = 0.00283346 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297253.7129356 Edm = 0.000599899 NCalls = 888 -VariableMetric: Iteration # 134 - FCN = 297253.7119729 Edm = 0.000297109 NCalls = 890 -VariableMetric: Iteration # 135 - FCN = 297253.7109422 Edm = 0.000488027 NCalls = 892 -VariableMetric: Iteration # 136 - FCN = 297253.7083068 Edm = 0.00153037 NCalls = 895 -VariableMetric: Iteration # 137 - FCN = 297253.7054956 Edm = 0.00213867 NCalls = 898 -VariableMetric: Iteration # 138 - FCN = 297253.702352 Edm = 0.000941753 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297253.7003112 Edm = 0.000710239 NCalls = 903 -VariableMetric: Iteration # 140 - FCN = 297253.6991596 Edm = 0.000980074 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297253.697161 Edm = 0.00116615 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297253.6955171 Edm = 0.00200648 NCalls = 911 -VariableMetric: Iteration # 143 - FCN = 297253.6924498 Edm = 0.00286937 NCalls = 914 -VariableMetric: Iteration # 144 - FCN = 297253.690096 Edm = 0.00130085 NCalls = 916 -VariableMetric: Iteration # 145 - FCN = 297253.6884432 Edm = 0.000528381 NCalls = 918 -VariableMetric: Iteration # 146 - FCN = 297253.6879235 Edm = 0.000295634 NCalls = 920 -VariableMetric: Iteration # 147 - FCN = 297253.6873551 Edm = 0.000193304 NCalls = 922 -VariableMetric: Iteration # 148 - FCN = 297253.686989 Edm = 0.000171325 NCalls = 924 -VariableMetric: Iteration # 149 - FCN = 297253.6864758 Edm = 0.000209535 NCalls = 926 -VariableMetric: Iteration # 150 - FCN = 297253.6858503 Edm = 0.00013947 NCalls = 928 -VariableMetric: Iteration # 151 - FCN = 297253.6853257 Edm = 0.000277421 NCalls = 930 -VariableMetric: Iteration # 152 - FCN = 297253.683906 Edm = 0.00135896 NCalls = 933 -VariableMetric: Iteration # 153 - FCN = 297253.6812102 Edm = 0.00481989 NCalls = 939 -VariableMetric: Iteration # 154 - FCN = 297253.677466 Edm = 0.0150863 NCalls = 942 -VariableMetric: Iteration # 155 - FCN = 297253.6750855 Edm = 0.0026286 NCalls = 947 -VariableMetric: Iteration # 156 - FCN = 297253.6707923 Edm = 0.00352593 NCalls = 952 -VariableMetric: Iteration # 157 - FCN = 297253.66954 Edm = 0.00267283 NCalls = 955 -VariableMetric: Iteration # 158 - FCN = 297253.6587316 Edm = 0.00514569 NCalls = 960 -VariableMetric: Iteration # 159 - FCN = 297253.6551842 Edm = 0.00598132 NCalls = 962 -VariableMetric: Iteration # 160 - FCN = 297253.6514883 Edm = 0.00341133 NCalls = 964 -VariableMetric: Iteration # 161 - FCN = 297253.6477056 Edm = 0.00172706 NCalls = 967 -VariableMetric: Iteration # 162 - FCN = 297253.6467863 Edm = 0.000604614 NCalls = 969 -VariableMetric: Iteration # 163 - FCN = 297253.6460716 Edm = 0.00047064 NCalls = 971 -VariableMetric: Iteration # 164 - FCN = 297253.6447183 Edm = 0.00102319 NCalls = 974 -VariableMetric: Iteration # 165 - FCN = 297253.6424456 Edm = 0.000948417 NCalls = 976 -VariableMetric: Iteration # 166 - FCN = 297253.641838 Edm = 0.000473195 NCalls = 978 -VariableMetric: Iteration # 167 - FCN = 297253.6413116 Edm = 0.000136357 NCalls = 980 -VariableMetric: Iteration # 168 - FCN = 297253.6408753 Edm = 0.000111545 NCalls = 982 -VariableMetric: Iteration # 169 - FCN = 297253.64047 Edm = 0.000290657 NCalls = 984 -VariableMetric: Iteration # 170 - FCN = 297253.6388988 Edm = 0.000962827 NCalls = 988 -VariableMetric: Iteration # 171 - FCN = 297253.6358422 Edm = 0.000967608 NCalls = 990 -VariableMetric: Iteration # 172 - FCN = 297253.6340416 Edm = 0.00267662 NCalls = 993 -VariableMetric: Iteration # 173 - FCN = 297253.6306008 Edm = 0.00249736 NCalls = 995 -VariableMetric: Iteration # 174 - FCN = 297253.6253766 Edm = 0.00237557 NCalls = 997 -VariableMetric: Iteration # 175 - FCN = 297253.6240364 Edm = 0.00190465 NCalls = 999 -VariableMetric: Iteration # 176 - FCN = 297253.6208783 Edm = 0.0020135 NCalls = 1002 -VariableMetric: Iteration # 177 - FCN = 297253.6200015 Edm = 0.000904883 NCalls = 1004 -VariableMetric: Iteration # 178 - FCN = 297253.6187489 Edm = 0.000520634 NCalls = 1007 -VariableMetric: Iteration # 179 - FCN = 297253.6181937 Edm = 0.000730586 NCalls = 1009 -VariableMetric: Iteration # 180 - FCN = 297253.616608 Edm = 0.00170184 NCalls = 1013 -VariableMetric: Iteration # 181 - FCN = 297253.6102427 Edm = 0.00629809 NCalls = 1018 -VariableMetric: Iteration # 182 - FCN = 297253.6098319 Edm = 0.000599201 NCalls = 1021 -VariableMetric: Iteration # 183 - FCN = 297253.6086485 Edm = 0.00155517 NCalls = 1024 -VariableMetric: Iteration # 184 - FCN = 297253.5991545 Edm = 0.004662 NCalls = 1030 -VariableMetric: Iteration # 185 - FCN = 297253.5944971 Edm = 0.00389646 NCalls = 1031 -VariableMetric: Iteration # 186 - FCN = 297253.5917455 Edm = 0.00177099 NCalls = 1034 -VariableMetric: Iteration # 187 - FCN = 297253.5904247 Edm = 0.000765777 NCalls = 1037 -VariableMetric: Iteration # 188 - FCN = 297253.5896101 Edm = 0.000202439 NCalls = 1039 -VariableMetric: Iteration # 189 - FCN = 297253.5893728 Edm = 0.000123853 NCalls = 1041 -VariableMetric: Iteration # 190 - FCN = 297253.5892351 Edm = 2.40242e-05 NCalls = 1043 -VariableMetric: After Hessian - FCN = 297253.5892351 Edm = 2.42669e-05 NCalls = 1532 -VariableMetric: Iteration # 191 - FCN = 297253.5892351 Edm = 2.42669e-05 NCalls = 1532 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318690.2554067 Edm = 91.769 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318690.2554067 Edm = 91.769 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299510.9635951 Edm = 1.97363 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299306.2575312 Edm = 4.09175 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299208.3888895 Edm = 65.918 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299046.5404619 Edm = 149.185 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298799.0566697 Edm = 56.0665 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298689.3076214 Edm = 180.081 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298391.354946 Edm = 222.47 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298300.0722273 Edm = 45.83 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298264.7623696 Edm = 35.2974 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298226.2460242 Edm = 1.45932 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298223.8877778 Edm = 1.69972 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297919.9678635 Edm = 474.994 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297894.437671 Edm = 52.016 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297852.4902887 Edm = 24.457 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297851.1954565 Edm = 0.958599 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297832.7762337 Edm = 24.7577 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297702.5504443 Edm = 0.371404 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297701.635331 Edm = 0.48467 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297695.4200585 Edm = 2.19192 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297576.4739862 Edm = 6.36867 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297564.2249245 Edm = 0.339859 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297563.9388883 Edm = 0.0455411 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297563.6353135 Edm = 0.270166 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297548.9837401 Edm = 9.69819 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297519.9237125 Edm = 0.279986 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297519.5984259 Edm = 0.0135541 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297519.5075547 Edm = 0.0623156 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297496.4086572 Edm = 13.9118 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297465.3201496 Edm = 2.00909 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297464.0123004 Edm = 0.0940369 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297463.9078296 Edm = 0.0160941 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297463.8861745 Edm = 0.00595068 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297463.642469 Edm = 0.247484 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297459.7566748 Edm = 3.84036 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297459.6895223 Edm = 0.0708113 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297457.6750236 Edm = 2.14979 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297457.3492231 Edm = 0.315452 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297443.2548452 Edm = 17.3062 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297440.3419255 Edm = 3.85358 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297422.9337721 Edm = 9.6973 NCalls = 158 -VariableMetric: Iteration # 41 - FCN = 297402.5991684 Edm = 3.60493 NCalls = 163 -VariableMetric: Iteration # 42 - FCN = 297396.5104244 Edm = 9.31004 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297388.6760803 Edm = 8.26879 NCalls = 169 -VariableMetric: Iteration # 44 - FCN = 297383.3832917 Edm = 2.59607 NCalls = 177 -VariableMetric: Iteration # 45 - FCN = 297382.7894003 Edm = 0.680405 NCalls = 179 -VariableMetric: Iteration # 46 - FCN = 297382.5607923 Edm = 0.102185 NCalls = 181 -VariableMetric: Iteration # 47 - FCN = 297382.4601966 Edm = 0.00646577 NCalls = 183 -VariableMetric: Iteration # 48 - FCN = 297382.4416126 Edm = 0.0111264 NCalls = 185 -VariableMetric: Iteration # 49 - FCN = 297382.4172167 Edm = 0.0340206 NCalls = 187 -VariableMetric: Iteration # 50 - FCN = 297381.2012993 Edm = 1.11242 NCalls = 193 -VariableMetric: Iteration # 51 - FCN = 297359.1706385 Edm = 9.5144 NCalls = 198 -VariableMetric: Iteration # 52 - FCN = 297342.17426 Edm = 9.95472 NCalls = 200 -VariableMetric: Iteration # 53 - FCN = 297337.5429394 Edm = 0.463466 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297337.1973504 Edm = 0.0504705 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297337.1538936 Edm = 0.00592934 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297337.1218694 Edm = 0.0278956 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297335.848106 Edm = 1.21348 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297308.9829574 Edm = 11.7728 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297294.9921957 Edm = 0.679992 NCalls = 221 -VariableMetric: Iteration # 60 - FCN = 297293.8519559 Edm = 0.150046 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297293.5832547 Edm = 0.0477002 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297293.5250502 Edm = 0.00882573 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297293.5120947 Edm = 0.00427807 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297293.4691441 Edm = 0.0290737 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297292.4495796 Edm = 1.21746 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297290.9317265 Edm = 1.47126 NCalls = 243 -VariableMetric: Iteration # 67 - FCN = 297273.8062328 Edm = 7.76375 NCalls = 247 -VariableMetric: Iteration # 68 - FCN = 297266.2323635 Edm = 0.203991 NCalls = 249 -VariableMetric: Iteration # 69 - FCN = 297266.0316279 Edm = 0.0336223 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297265.9710152 Edm = 0.0239667 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297265.9376338 Edm = 0.00312381 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297265.9295938 Edm = 0.00232753 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297265.9148808 Edm = 0.01098 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297264.7227433 Edm = 1.08214 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297254.7853928 Edm = 1.76316 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297250.4483413 Edm = 0.590059 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297249.7317035 Edm = 0.0738519 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297249.6810443 Edm = 0.00887224 NCalls = 273 -VariableMetric: Iteration # 79 - FCN = 297249.6695027 Edm = 0.000702051 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297249.6685141 Edm = 0.000170902 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297249.664687 Edm = 0.00398471 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297249.4620705 Edm = 0.119403 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297247.8246434 Edm = 0.488509 NCalls = 291 -VariableMetric: Iteration # 84 - FCN = 297247.0203268 Edm = 0.025615 NCalls = 293 -VariableMetric: Iteration # 85 - FCN = 297246.9937119 Edm = 0.000980661 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297246.9926321 Edm = 4.44074e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297246.9926321 Edm = 1.91991 NCalls = 776 -VariableMetric: Iteration # 87 - FCN = 297246.9926321 Edm = 1.91991 NCalls = 776 -VariableMetric: Iteration # 88 - FCN = 297246.7773498 Edm = 2.91919 NCalls = 778 -VariableMetric: Iteration # 89 - FCN = 297246.3775432 Edm = 0.435535 NCalls = 780 -VariableMetric: Iteration # 90 - FCN = 297246.2854099 Edm = 0.031661 NCalls = 782 -VariableMetric: Iteration # 91 - FCN = 297246.1258004 Edm = 0.75565 NCalls = 785 -VariableMetric: Iteration # 92 - FCN = 297245.9079143 Edm = 0.526859 NCalls = 787 -VariableMetric: Iteration # 93 - FCN = 297245.8316191 Edm = 0.172281 NCalls = 789 -VariableMetric: Iteration # 94 - FCN = 297245.6636932 Edm = 0.231487 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297245.4878966 Edm = 0.262642 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297245.2175103 Edm = 0.390012 NCalls = 797 -VariableMetric: Iteration # 97 - FCN = 297245.05907 Edm = 0.354155 NCalls = 801 -VariableMetric: Iteration # 98 - FCN = 297244.8806469 Edm = 0.673568 NCalls = 804 -VariableMetric: Iteration # 99 - FCN = 297244.6581295 Edm = 0.414014 NCalls = 807 -VariableMetric: Iteration # 100 - FCN = 297244.5616045 Edm = 0.391279 NCalls = 810 -VariableMetric: Iteration # 101 - FCN = 297244.4923837 Edm = 0.621019 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297244.2337626 Edm = 0.301569 NCalls = 816 -VariableMetric: Iteration # 103 - FCN = 297243.9559624 Edm = 0.208874 NCalls = 820 -VariableMetric: Iteration # 104 - FCN = 297243.8279802 Edm = 0.0972394 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297243.7574548 Edm = 0.0459066 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297243.7386283 Edm = 0.0236621 NCalls = 825 -VariableMetric: Iteration # 107 - FCN = 297243.7242613 Edm = 0.00682716 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297243.7199644 Edm = 0.00536809 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297243.7147824 Edm = 0.00502062 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297243.7032979 Edm = 0.0167803 NCalls = 834 -VariableMetric: Iteration # 111 - FCN = 297243.6648587 Edm = 0.0481435 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297243.6593738 Edm = 0.0103838 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297243.6409325 Edm = 0.0280129 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297243.5947558 Edm = 0.0371739 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297243.4995213 Edm = 0.109185 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297243.4342895 Edm = 0.138301 NCalls = 856 -VariableMetric: Iteration # 117 - FCN = 297243.3007973 Edm = 0.105852 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297243.2117065 Edm = 0.180185 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297243.1437814 Edm = 0.0874284 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297243.0938842 Edm = 0.0512761 NCalls = 868 -VariableMetric: Iteration # 121 - FCN = 297243.0686725 Edm = 0.0106354 NCalls = 871 -VariableMetric: Iteration # 122 - FCN = 297243.0492226 Edm = 0.0129067 NCalls = 873 -VariableMetric: Iteration # 123 - FCN = 297243.0370368 Edm = 0.00802379 NCalls = 876 -VariableMetric: Iteration # 124 - FCN = 297243.0308518 Edm = 0.00329502 NCalls = 878 -VariableMetric: Iteration # 125 - FCN = 297243.0230849 Edm = 0.00776385 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297242.9926489 Edm = 0.0449633 NCalls = 884 -VariableMetric: Iteration # 127 - FCN = 297242.9692815 Edm = 0.0208682 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297242.9226271 Edm = 0.0248874 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297242.895579 Edm = 0.00803375 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297242.8859098 Edm = 0.00811785 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297242.8798899 Edm = 0.00194662 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297242.8778859 Edm = 0.000662496 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297242.8769769 Edm = 0.000524159 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297242.8753714 Edm = 0.0011814 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297242.8622345 Edm = 0.0111145 NCalls = 909 -VariableMetric: Iteration # 136 - FCN = 297242.860212 Edm = 0.00605165 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297242.8424184 Edm = 0.00627117 NCalls = 917 -VariableMetric: Iteration # 138 - FCN = 297242.8329446 Edm = 0.00136763 NCalls = 919 -VariableMetric: Iteration # 139 - FCN = 297242.8303579 Edm = 0.00118238 NCalls = 921 -VariableMetric: Iteration # 140 - FCN = 297242.829506 Edm = 0.0011441 NCalls = 923 -VariableMetric: Iteration # 141 - FCN = 297242.8280621 Edm = 0.000724063 NCalls = 925 -VariableMetric: Iteration # 142 - FCN = 297242.827224 Edm = 0.000226821 NCalls = 927 -VariableMetric: Iteration # 143 - FCN = 297242.8269397 Edm = 0.000104145 NCalls = 929 -VariableMetric: Iteration # 144 - FCN = 297242.8266622 Edm = 9.42939e-05 NCalls = 931 -VariableMetric: Iteration # 145 - FCN = 297242.8263599 Edm = 0.00018583 NCalls = 933 -VariableMetric: Iteration # 146 - FCN = 297242.8254379 Edm = 0.00076469 NCalls = 935 -VariableMetric: Iteration # 147 - FCN = 297242.8170445 Edm = 0.00646372 NCalls = 940 -VariableMetric: Iteration # 148 - FCN = 297242.8002388 Edm = 0.0395248 NCalls = 943 -VariableMetric: Iteration # 149 - FCN = 297242.7941963 Edm = 0.00771049 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297242.7890192 Edm = 0.00296807 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297242.7858999 Edm = 0.00094705 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297242.7848232 Edm = 0.000973809 NCalls = 952 -VariableMetric: Iteration # 153 - FCN = 297242.7835809 Edm = 0.00067888 NCalls = 955 -VariableMetric: Iteration # 154 - FCN = 297242.7826076 Edm = 0.000314373 NCalls = 957 -VariableMetric: Iteration # 155 - FCN = 297242.7822501 Edm = 0.000295876 NCalls = 960 -VariableMetric: Iteration # 156 - FCN = 297242.7815652 Edm = 0.000302509 NCalls = 962 -VariableMetric: Iteration # 157 - FCN = 297242.7809984 Edm = 0.000251994 NCalls = 965 -VariableMetric: Iteration # 158 - FCN = 297242.7807457 Edm = 0.000229855 NCalls = 967 -VariableMetric: Iteration # 159 - FCN = 297242.7804048 Edm = 7.34609e-05 NCalls = 970 -VariableMetric: Iteration # 160 - FCN = 297242.7803138 Edm = 1.45473e-05 NCalls = 972 -VariableMetric: After Hessian - FCN = 297242.7803138 Edm = 2.2126e-05 NCalls = 1465 -VariableMetric: Iteration # 161 - FCN = 297242.7803138 Edm = 2.2126e-05 NCalls = 1465 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320199.298171 Edm = 29.1517 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320199.298171 Edm = 29.1517 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297953.2180898 Edm = 1.90042 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 297865.6177568 Edm = 2.91159 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 297862.9991822 Edm = 1.44685 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297563.5894276 Edm = 97.417 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297455.3054617 Edm = 3.86485 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297451.1671881 Edm = 0.573739 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297438.1304831 Edm = 0.646216 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297437.4123589 Edm = 0.0130367 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297437.2484559 Edm = 0.14069 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297413.2937332 Edm = 17.0141 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297363.5153209 Edm = 3.21715 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297359.0932407 Edm = 0.461946 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297358.5531189 Edm = 0.0378307 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297358.5109336 Edm = 0.00375413 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297358.4693609 Edm = 0.0362421 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297352.9250507 Edm = 2.50283 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297347.2869742 Edm = 0.0721926 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297347.211263 Edm = 0.00237372 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297347.2011605 Edm = 0.00745615 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297344.4812199 Edm = 2.49219 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297321.0641084 Edm = 0.679728 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297320.4140709 Edm = 0.00856169 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297320.4039563 Edm = 0.0020044 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297320.3303511 Edm = 0.0769646 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297317.5678084 Edm = 0.695528 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297312.1786047 Edm = 2.1029 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297307.9166271 Edm = 0.588399 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297307.0156214 Edm = 0.160585 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297306.8523555 Edm = 0.0686475 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297306.7889898 Edm = 0.00550237 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297306.7827452 Edm = 0.000479037 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297306.7808323 Edm = 0.00148491 NCalls = 101 -VariableMetric: Iteration # 33 - FCN = 297306.5567009 Edm = 0.204132 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297303.8542655 Edm = 0.902235 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297302.4676526 Edm = 0.160113 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297302.2939334 Edm = 0.0043261 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297302.2892966 Edm = 0.000388951 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297302.2881234 Edm = 0.000825305 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297302.2320234 Edm = 0.0540457 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297298.116828 Edm = 0.264419 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297297.867428 Edm = 0.0737883 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297297.8256918 Edm = 0.00733406 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297297.8107222 Edm = 0.000838163 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297297.8095217 Edm = 0.000150709 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297297.8073735 Edm = 0.00167739 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297297.7566207 Edm = 0.0443182 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297295.1353195 Edm = 0.545472 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297294.4562499 Edm = 0.0664563 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297294.4179135 Edm = 0.0118597 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297294.4072748 Edm = 0.00336371 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297294.4041539 Edm = 0.000883247 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297294.4031618 Edm = 0.0002142 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297294.4005439 Edm = 0.00221658 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297294.3668359 Edm = 0.0213866 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297293.0427873 Edm = 1.12761 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297292.7712196 Edm = 0.550641 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297291.8215526 Edm = 0.896541 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297291.619396 Edm = 0.156886 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297288.8863661 Edm = 1.30629 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297287.366487 Edm = 1.93729 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297285.4662816 Edm = 0.98338 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297284.9877535 Edm = 0.132665 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297284.8798794 Edm = 0.0316197 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297284.8644972 Edm = 0.00692782 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297284.857994 Edm = 0.00464297 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297284.8511443 Edm = 0.00134767 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297284.8493409 Edm = 0.000509771 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297284.8476038 Edm = 0.00262583 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297284.8257219 Edm = 0.0203493 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297283.5752692 Edm = 0.930217 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297281.2758215 Edm = 3.08756 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297280.0298023 Edm = 0.273141 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297279.8097883 Edm = 0.0509052 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297279.7672933 Edm = 0.0224544 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297279.7250741 Edm = 0.0187348 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297279.6998996 Edm = 0.00232628 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297279.6977262 Edm = 0.000267312 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297279.6974502 Edm = 6.29074e-05 NCalls = 237 -VariableMetric: After Hessian - FCN = 297279.6974502 Edm = 4.34721 NCalls = 712 -VariableMetric: Iteration # 79 - FCN = 297279.6974502 Edm = 4.34721 NCalls = 712 -VariableMetric: Iteration # 80 - FCN = 297277.0048496 Edm = 1.11363 NCalls = 714 -VariableMetric: Iteration # 81 - FCN = 297276.4805519 Edm = 0.0560352 NCalls = 716 -VariableMetric: Iteration # 82 - FCN = 297276.4183192 Edm = 0.00700695 NCalls = 718 -VariableMetric: Iteration # 83 - FCN = 297276.4113317 Edm = 0.000977088 NCalls = 719 -VariableMetric: Iteration # 84 - FCN = 297276.4104712 Edm = 9.29094e-05 NCalls = 720 -VariableMetric: Iteration # 85 - FCN = 297276.410361 Edm = 2.69348e-05 NCalls = 722 -VariableMetric: After Hessian - FCN = 297276.410361 Edm = 5.40899e-05 NCalls = 1215 -VariableMetric: Iteration # 86 - FCN = 297276.410361 Edm = 5.40899e-05 NCalls = 1215 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317849.7953878 Edm = 32.6104 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317849.7953878 Edm = 32.6104 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313371.9094009 Edm = 91.7132 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 309582.3227554 Edm = 1248 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 304862.3249797 Edm = 1722.39 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 304862.3249797 Edm = 1722.39 NCalls = 29 -VariableMetric: After Hessian - FCN = 304862.3249797 Edm = 3.68127e+09 NCalls = 498 -VariableMetric: Iteration # 5 - FCN = 304862.3249797 Edm = 3.68127e+09 NCalls = 498 -VariableMetric: Iteration # 6 - FCN = 304862.3249797 Edm = 3.68127e+09 NCalls = 509 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 349061.3399169 Edm = 257.768 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 349061.3399169 Edm = 257.768 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300215.5894491 Edm = 14.6365 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299770.5737614 Edm = 265.364 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299666.8607866 Edm = 13.95 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299637.6497466 Edm = 29.6726 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298429.2489395 Edm = 49.32 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298324.0025075 Edm = 58.733 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298266.3912452 Edm = 7.5925 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298260.6217427 Edm = 0.788439 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298201.582736 Edm = 67.5659 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298163.3221719 Edm = 35.8393 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297747.3763396 Edm = 8.52403 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297739.0323336 Edm = 0.330265 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297738.7202412 Edm = 0.0461783 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297736.5452974 Edm = 2.36403 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297666.9655373 Edm = 12.3719 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297496.118262 Edm = 66.5697 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297376.7735506 Edm = 5.04484 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297371.3221833 Edm = 3.83847 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297362.6114777 Edm = 2.241 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297359.7310356 Edm = 0.134695 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297359.5626386 Edm = 0.0375983 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297359.4671233 Edm = 0.0680604 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297352.9299429 Edm = 6.94074 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297352.8212778 Edm = 0.0808119 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297321.3806864 Edm = 11.1391 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297259.9889407 Edm = 25.437 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297235.2938014 Edm = 3.03599 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297231.3705745 Edm = 0.117484 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297231.1867444 Edm = 0.0114875 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297231.1700087 Edm = 0.00242216 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297231.1191498 Edm = 0.0454459 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297226.6779477 Edm = 3.19624 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297207.8396786 Edm = 10.5822 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297202.1024288 Edm = 1.13973 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297201.0459887 Edm = 0.416038 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297199.7130336 Edm = 0.256938 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297199.3264435 Edm = 0.0164746 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297199.3137848 Edm = 0.00451371 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297199.3067768 Edm = 0.00222711 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297199.0981936 Edm = 0.191753 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297186.3294748 Edm = 2.62269 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297181.7700969 Edm = 1.03473 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297180.6700351 Edm = 0.784859 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297179.3364555 Edm = 0.241146 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297179.0475455 Edm = 0.0459312 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297179.0275559 Edm = 0.00582352 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297179.0200194 Edm = 0.000849107 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297179.0155066 Edm = 0.00303878 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297177.4662632 Edm = 1.17761 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297173.6194117 Edm = 1.80589 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297171.7451496 Edm = 0.24923 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297171.3973302 Edm = 0.0846421 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297171.3163086 Edm = 0.0560269 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297171.2549516 Edm = 0.00238654 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297171.2517939 Edm = 0.000391384 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297171.2502843 Edm = 0.0010074 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297171.2340991 Edm = 0.0108901 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297170.6117047 Edm = 0.574708 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297165.5021551 Edm = 1.66406 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297164.9943752 Edm = 1.23048 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297164.1549435 Edm = 0.567929 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297162.0708836 Edm = 3.66037 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297156.8681914 Edm = 3.60463 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297152.4981228 Edm = 2.66447 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297149.1910274 Edm = 2.15946 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297146.7748288 Edm = 1.62027 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297144.6562894 Edm = 0.305623 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297144.4617019 Edm = 0.1145 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297144.3231182 Edm = 0.0233099 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297144.2923517 Edm = 0.00365096 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297144.277636 Edm = 0.00752009 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297144.2521634 Edm = 0.0080618 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297144.2335752 Edm = 0.00254686 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297144.2265594 Edm = 0.00391291 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297144.2134921 Edm = 0.0205411 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297144.1300878 Edm = 0.0674665 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297142.1183068 Edm = 1.36258 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297141.9782007 Edm = 0.206781 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297141.056767 Edm = 0.984014 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297135.0749182 Edm = 3.82172 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297133.194796 Edm = 3.00202 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297131.7975313 Edm = 0.798817 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297131.1534873 Edm = 0.576313 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297130.9026791 Edm = 0.309836 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297130.7032774 Edm = 0.0153087 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297130.6860032 Edm = 0.000561911 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297130.6852791 Edm = 0.000395211 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297130.6834787 Edm = 0.0017885 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297130.6520891 Edm = 0.0327941 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297130.6201091 Edm = 0.0306618 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297129.3125299 Edm = 0.516808 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297128.7820798 Edm = 0.0967901 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297128.6733631 Edm = 0.00769506 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297128.6659535 Edm = 0.000741079 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297128.6646617 Edm = 0.000242417 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297128.663939 Edm = 0.000396095 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297128.6559789 Edm = 0.00798301 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297128.2141226 Edm = 0.298274 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297126.4451934 Edm = 0.211993 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297126.2043907 Edm = 0.00337963 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297126.2010444 Edm = 0.000153047 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297126.2008504 Edm = 4.35884e-05 NCalls = 317 -VariableMetric: After Hessian - FCN = 297126.2008504 Edm = 2.69043 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297126.2008504 Edm = 2.69043 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 297123.4016453 Edm = 9.35932 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297122.9799004 Edm = 2.09322 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297121.9856786 Edm = 0.314342 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297121.5888436 Edm = 0.227497 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297121.3366452 Edm = 0.170568 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297121.1108918 Edm = 0.135349 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297120.9325901 Edm = 0.0634073 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297120.8633747 Edm = 0.0129629 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297120.8472534 Edm = 0.00651461 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297120.8367989 Edm = 0.00480203 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297120.8274581 Edm = 0.000740416 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297120.8266871 Edm = 2.19959e-05 NCalls = 824 -VariableMetric: After Hessian - FCN = 297120.8266871 Edm = 2.80889e-05 NCalls = 1311 -VariableMetric: Iteration # 116 - FCN = 297120.8266871 Edm = 2.80889e-05 NCalls = 1311 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306552.8956594 Edm = 10.7266 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306552.8956594 Edm = 10.7266 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302499.2606369 Edm = 13.894 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302394.0362991 Edm = 1270.74 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 302299.8595656 Edm = 5.34534 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302281.3710195 Edm = 24.15 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 301803.8401651 Edm = 106.22 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 301699.2467412 Edm = 313.878 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 301286.4023747 Edm = 74.2972 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 301271.5341841 Edm = 90.5202 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 301253.8522227 Edm = 5.41817 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 301245.6671575 Edm = 9.57104 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 300934.327741 Edm = 391.659 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 300907.5002891 Edm = 17.8241 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 299227.1866018 Edm = 43.103 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298978.9785586 Edm = 38.4621 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298963.1915515 Edm = 32.8577 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298020.5275399 Edm = 323.68 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297844.763803 Edm = 575.353 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297779.3097868 Edm = 119.841 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297719.5179848 Edm = 2.75318 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297716.1092307 Edm = 0.393976 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297715.4413963 Edm = 0.1684 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297713.7113591 Edm = 1.2249 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297688.1569841 Edm = 14.5287 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297633.9793611 Edm = 13.1932 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297618.1582318 Edm = 0.336043 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297617.1630645 Edm = 0.275628 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297616.2365241 Edm = 0.567619 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297610.3701583 Edm = 4.20178 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297492.521394 Edm = 62.431 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297428.1530702 Edm = 8.38005 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297420.35701 Edm = 0.233675 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297419.9433841 Edm = 0.172317 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297419.1012189 Edm = 0.440097 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297415.4703153 Edm = 2.44236 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297391.2157672 Edm = 25.2326 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297380.778493 Edm = 17.7942 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297346.8467994 Edm = 13.2705 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297316.9910201 Edm = 4.56809 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297311.3832845 Edm = 0.874914 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297310.84966 Edm = 0.0343968 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297310.8138225 Edm = 0.00746714 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297310.7384689 Edm = 0.0476272 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297308.6644329 Edm = 2.28789 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297307.0001122 Edm = 1.49736 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297280.6782097 Edm = 2.15757 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297278.7387495 Edm = 0.0617904 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297278.6691562 Edm = 0.00360247 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297278.6272513 Edm = 0.0347875 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297275.4241696 Edm = 2.49468 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297255.2153019 Edm = 1.60623 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297251.236069 Edm = 1.22822 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297248.3451112 Edm = 1.633 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297246.6881739 Edm = 1.68568 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297246.000315 Edm = 0.218341 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297245.742477 Edm = 0.00690447 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297245.7322699 Edm = 0.00209017 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297245.7102461 Edm = 0.0177262 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297245.2870408 Edm = 0.386862 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297234.9308211 Edm = 2.74197 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297231.5360379 Edm = 0.0408635 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297231.4852196 Edm = 0.00348818 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297231.4795643 Edm = 0.00335075 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297231.4624209 Edm = 0.0177568 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297230.0079961 Edm = 1.22672 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297219.704396 Edm = 0.58174 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297218.9756612 Edm = 0.0430712 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297218.9273971 Edm = 0.0026572 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297218.9233348 Edm = 0.000923999 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297218.9153927 Edm = 0.00674158 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297218.6869685 Edm = 0.216475 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297218.0918717 Edm = 0.452998 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297213.6332702 Edm = 0.4829 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297212.9761475 Edm = 0.0614855 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297212.9136036 Edm = 0.0100159 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297212.9018247 Edm = 0.00187027 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297212.8993853 Edm = 0.000416883 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297212.8984406 Edm = 0.000835256 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297212.8639116 Edm = 0.0335804 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297208.6919351 Edm = 2.50746 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297202.9634446 Edm = 0.246179 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297202.7260929 Edm = 0.00848592 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297202.7180399 Edm = 0.00111373 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297202.7173896 Edm = 0.000192811 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297202.7166971 Edm = 0.000602099 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297202.596329 Edm = 0.133683 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297202.5958464 Edm = 0.000238242 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297202.5802192 Edm = 0.0197754 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297202.57775 Edm = 0.0023789 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297202.356004 Edm = 0.0310405 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297200.3293043 Edm = 0.679657 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297199.1516053 Edm = 0.332229 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297198.7504294 Edm = 0.0229046 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297198.712659 Edm = 0.00459755 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297198.7058114 Edm = 0.000968496 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297198.7048921 Edm = 0.000218458 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297198.7046826 Edm = 4.89625e-05 NCalls = 312 -VariableMetric: After Hessian - FCN = 297198.7046826 Edm = 3.13647 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297198.7046826 Edm = 3.13647 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297196.4063128 Edm = 0.565056 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297195.6833157 Edm = 1.0429 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297195.5391979 Edm = 0.4966 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297194.9120191 Edm = 1.76311 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297194.2048769 Edm = 0.796762 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297193.5690903 Edm = 0.79869 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297192.8402462 Edm = 0.171658 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297192.6846518 Edm = 0.0915991 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297192.617897 Edm = 0.0235485 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297192.591133 Edm = 0.0190203 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297192.5254888 Edm = 0.0210424 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297192.4984392 Edm = 0.0093818 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297192.4912533 Edm = 0.0031538 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297192.4848213 Edm = 0.00241836 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297192.4789294 Edm = 0.0059987 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297192.4672797 Edm = 0.00889166 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297192.4555311 Edm = 0.00817758 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297192.4383913 Edm = 0.00701723 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297192.4324315 Edm = 0.0127437 NCalls = 843 -VariableMetric: Iteration # 117 - FCN = 297192.4250547 Edm = 0.00613686 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297192.4232894 Edm = 0.00355407 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297192.4176448 Edm = 0.00655517 NCalls = 850 -VariableMetric: Iteration # 120 - FCN = 297192.4143727 Edm = 0.00546106 NCalls = 852 -VariableMetric: Iteration # 121 - FCN = 297192.4059434 Edm = 0.00457358 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297192.4016496 Edm = 0.00725561 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297192.3921395 Edm = 0.00949969 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297192.3870186 Edm = 0.00578134 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297192.3782075 Edm = 0.00473728 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297192.3735459 Edm = 0.00451495 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297192.3680378 Edm = 0.00551735 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297192.3644468 Edm = 0.00181706 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297192.362353 Edm = 0.000581698 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297192.3614248 Edm = 0.000403701 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297192.3610387 Edm = 0.000288676 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297192.3602534 Edm = 0.000629336 NCalls = 883 -VariableMetric: Iteration # 133 - FCN = 297192.3565252 Edm = 0.00215261 NCalls = 886 -VariableMetric: Iteration # 134 - FCN = 297192.3532161 Edm = 0.00119419 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297192.3520425 Edm = 0.00042488 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297192.3515604 Edm = 0.000206273 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297192.3513099 Edm = 7.86814e-05 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297192.351194 Edm = 4.92327e-05 NCalls = 897 -VariableMetric: After Hessian - FCN = 297192.351194 Edm = 0.0103891 NCalls = 1384 -VariableMetric: Iteration # 139 - FCN = 297192.351194 Edm = 0.0103891 NCalls = 1384 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315548.0590738 Edm = 29.7309 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315548.0590738 Edm = 29.7309 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315286.9661169 Edm = 123.403 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 304849.8421655 Edm = 122.023 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 304091.706047 Edm = 74878.1 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 303374.1944099 Edm = 4.5542e+07 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 303374.1944099 Edm = 4.5542e+07 NCalls = 39 -VariableMetric: After Hessian - FCN = 303374.1944099 Edm = 1.4631e+08 NCalls = 516 -VariableMetric: Iteration # 6 - FCN = 303374.1944099 Edm = 1.4631e+08 NCalls = 516 -VariableMetric: Iteration # 7 - FCN = 303374.1944099 Edm = 1.4631e+08 NCalls = 527 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1308 (1308 total) | -| EDM = 8.38E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297260.95737515733 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 1.5 | 1.9 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.14 | 0.25 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.05 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 0.65 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.889 | 0.031 | | | -2 | 2 | | -| 8 | p4160_p | -2.29 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.433 | 0.012 | | | -2 | 2 | | -| 10| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.95 | 0.21 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.27 | 0.27 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 19.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.1 | 0.3 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.69 | 0.07 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.25 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.25 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.14 | 0.36 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.182 -0.522 0.172 0.261 0.054 -0.224 -0.053 -0.142 -0.225 0.007 0.110 -0.117 -0.101 -0.083 0.101 -0.168 -0.122 0.060 -0.157 0.108 -0.126 -0.038 -0.173 | -| Dbar_p | -0.182 1.000 0.197 -0.761 -0.488 0.230 0.038 0.725 0.791 0.525 -0.249 -0.579 0.592 0.597 -0.003 -0.060 0.887 0.669 -0.355 0.833 -0.475 0.603 0.378 0.900 | -| omega_p | -0.522 0.197 1.000 -0.142 -0.126 0.420 0.068 0.084 0.153 0.215 -0.017 -0.107 0.127 0.120 0.028 -0.562 0.180 0.140 -0.054 0.166 -0.087 0.137 0.062 0.187 | -| Ctt | 0.172 -0.761 -0.142 1.000 0.717 -0.123 -0.038 -0.564 -0.724 -0.408 0.175 0.598 -0.354 -0.549 -0.025 0.050 -0.683 -0.577 0.402 -0.727 0.461 -0.412 -0.405 -0.693 | -| bplus_2 | 0.261 -0.488 -0.126 0.717 1.000 0.018 -0.076 -0.526 -0.437 -0.306 0.058 0.323 -0.340 -0.342 -0.111 0.065 -0.461 -0.418 0.169 -0.525 0.305 -0.349 -0.120 -0.519 | -| rho_s | 0.054 0.230 0.420 -0.123 0.018 1.000 -0.164 0.123 0.172 0.239 -0.023 -0.108 0.144 0.147 -0.117 -0.110 0.203 0.167 -0.046 0.190 -0.067 0.164 0.086 0.213 | -| phi_p | -0.224 0.038 0.068 -0.038 -0.076 -0.164 1.000 0.015 0.036 0.024 -0.006 -0.029 0.028 0.024 0.577 0.010 0.039 0.027 -0.020 0.032 -0.030 0.020 0.012 0.040 | -| bplus_1 | -0.053 0.725 0.084 -0.564 -0.526 0.123 0.015 1.000 0.559 -0.075 -0.061 -0.388 0.465 0.447 -0.003 -0.025 0.653 0.525 -0.187 0.635 -0.313 0.512 0.217 0.691 | -| p4160_p | -0.142 0.791 0.153 -0.724 -0.437 0.172 0.036 0.559 1.000 0.413 -0.168 -0.701 0.594 0.668 0.001 -0.047 0.829 0.691 -0.308 0.844 -0.429 0.444 0.582 0.862 | -| bplus_0 | -0.225 0.525 0.215 -0.408 -0.306 0.239 0.024 -0.075 0.413 1.000 -0.048 -0.275 0.337 0.342 -0.015 -0.063 0.478 0.399 -0.126 0.472 -0.204 0.377 0.171 0.498 | -| DDstar_s | 0.007 -0.249 -0.017 0.175 0.058 -0.023 -0.006 -0.061 -0.168 -0.048 1.000 0.094 -0.165 -0.143 0.003 0.005 -0.184 -0.150 0.043 -0.219 0.069 -0.109 -0.109 -0.221 | -| p4040_s | 0.110 -0.579 -0.107 0.598 0.323 -0.108 -0.029 -0.388 -0.701 -0.275 0.094 1.000 -0.385 -0.532 -0.012 0.036 -0.599 -0.403 0.268 -0.559 0.205 -0.450 -0.437 -0.620 | -| psi2s_p | -0.117 0.592 0.127 -0.354 -0.340 0.144 0.028 0.465 0.594 0.337 -0.165 -0.385 1.000 0.437 -0.001 -0.038 0.644 0.412 -0.247 0.664 -0.338 0.376 0.319 0.687 | -| p4040_p | -0.101 0.597 0.120 -0.549 -0.342 0.147 0.024 0.447 0.668 0.342 -0.143 -0.532 0.437 1.000 -0.010 -0.035 0.677 0.566 -0.199 0.683 -0.096 0.335 0.437 0.699 | -| phi_s | -0.083 -0.003 0.028 -0.025 -0.111 -0.117 0.577 -0.003 0.001 -0.015 0.003 -0.012 -0.001 -0.010 1.000 -0.019 0.001 -0.010 -0.014 -0.011 -0.026 -0.007 -0.012 0.002 | -| omega_s | 0.101 -0.060 -0.562 0.050 0.065 -0.110 0.010 -0.025 -0.047 -0.063 0.005 0.036 -0.038 -0.035 -0.019 1.000 -0.056 -0.041 0.020 -0.046 0.033 -0.040 -0.016 -0.059 | -| p3770_p | -0.168 0.887 0.180 -0.683 -0.461 0.203 0.039 0.653 0.829 0.478 -0.184 -0.599 0.644 0.677 0.001 -0.056 1.000 0.654 -0.352 0.841 -0.434 0.615 0.449 0.919 | -| p3770_s | -0.122 0.669 0.140 -0.577 -0.418 0.167 0.027 0.525 0.691 0.399 -0.150 -0.403 0.412 0.566 -0.010 -0.041 0.654 1.000 -0.272 0.755 -0.324 0.455 0.399 0.778 | -| p4415_s | 0.060 -0.355 -0.054 0.402 0.169 -0.046 -0.020 -0.187 -0.308 -0.126 0.043 0.268 -0.247 -0.199 -0.014 0.020 -0.352 -0.272 1.000 -0.355 0.381 -0.262 -0.257 -0.370 | -| jpsi_p | -0.157 0.833 0.166 -0.727 -0.525 0.190 0.032 0.635 0.844 0.472 -0.219 -0.559 0.664 0.683 -0.011 -0.046 0.841 0.755 -0.355 1.000 -0.423 0.488 0.487 0.905 | -| p4160_s | 0.108 -0.475 -0.087 0.461 0.305 -0.067 -0.030 -0.313 -0.429 -0.204 0.069 0.205 -0.338 -0.096 -0.026 0.033 -0.434 -0.324 0.381 -0.423 1.000 -0.391 -0.339 -0.467 | -| DDstar_p | -0.126 0.603 0.137 -0.412 -0.349 0.164 0.020 0.512 0.444 0.377 -0.109 -0.450 0.376 0.335 -0.007 -0.040 0.615 0.455 -0.262 0.488 -0.391 1.000 0.087 0.720 | -| p4415_p | -0.038 0.378 0.062 -0.405 -0.120 0.086 0.012 0.217 0.582 0.171 -0.109 -0.437 0.319 0.437 -0.012 -0.016 0.449 0.399 -0.257 0.487 -0.339 0.087 1.000 0.449 | -| Dbar_s | -0.173 0.900 0.187 -0.693 -0.519 0.213 0.040 0.691 0.862 0.498 -0.221 -0.620 0.687 0.699 0.002 -0.059 0.919 0.778 -0.370 0.905 -0.467 0.720 0.449 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35817376357582287}), (, {'error': 1.9166896279033283}), (, {'error': 0.3357347772311283}), (, {'error': 0.2537870823539111}), (, {'error': 0.07790649811309713}), (, {'error': 0.4182905406681876}), (, {'error': 0.1873347410574211}), (, {'error': 0.030579171787358805}), (, {'error': 0.21432417861164832}), (, {'error': 0.011884056956366962}), (, {'error': 0.37424993927121486}), (, {'error': 0.21141632115286801}), (, {'error': 0.04473967953697855}), (, {'error': 0.2681515586581895}), (, {'error': 0.9695133920852079}), (, {'error': 3.840288533122367}), (, {'error': 0.33707337338273735}), (, {'error': 0.34973830559553876}), (, {'error': 0.18795271282707615}), (, {'error': 0.06636730631040733}), (, {'error': 0.17748530731656298}), (, {'error': 8.571729047226324}), (, {'error': 0.19559726074980333}), (, {'error': 0.3554066665785358})]) -Toy 1/25 -Time taken: 5 min, 57 s -Projected time left: 2 h, 22 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1305 (1305 total) | -| EDM = 5.57E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297240.943397178 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 1.86 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.46 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.33 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 8 | p4160_p | 4.47 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.449 | 0.018 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.58 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.927 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.8 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 4.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.92 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.34 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 4.735 | 0.025 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.96 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.020 0.009 0.106 0.278 0.124 -0.009 0.063 -0.016 -0.046 0.005 0.060 -0.003 -0.005 0.057 0.319 -0.023 0.019 -0.001 -0.108 0.071 0.001 0.056 0.002 | -| Dbar_p | 0.020 1.000 0.001 -0.340 -0.120 0.054 -0.001 0.253 0.001 0.029 0.031 -0.162 -0.073 -0.064 -0.011 -0.018 0.308 -0.068 0.058 0.173 -0.112 0.006 -0.124 0.019 | -| omega_p | 0.009 0.001 1.000 0.000 -0.001 0.030 0.000 -0.006 -0.000 0.007 -0.000 0.000 0.000 -0.000 -0.005 -0.091 0.001 0.000 0.001 0.002 0.000 -0.000 -0.000 -0.000 | -| Ctt | 0.106 -0.340 0.000 1.000 0.687 0.012 0.001 -0.155 -0.393 -0.012 0.027 0.336 0.193 -0.314 -0.043 0.009 -0.271 -0.159 0.181 0.202 0.238 0.001 0.019 0.004 | -| bplus_2 | 0.278 -0.120 -0.001 0.687 1.000 0.003 0.000 -0.182 -0.025 -0.068 0.068 0.105 -0.003 -0.031 -0.107 0.046 -0.085 -0.073 -0.132 0.124 0.154 0.003 0.189 0.003 | -| rho_s | 0.124 0.054 0.030 0.012 0.003 1.000 -0.010 -0.219 -0.020 0.282 -0.016 0.021 0.005 -0.015 -0.036 -0.457 0.011 0.006 0.027 0.004 0.022 0.001 0.002 0.001 | -| phi_p | -0.009 -0.001 0.000 0.001 0.000 -0.010 1.000 0.002 0.001 -0.004 0.000 -0.000 0.001 0.001 -0.222 0.009 0.001 0.000 -0.000 0.006 -0.000 -0.000 0.000 -0.000 | -| bplus_1 | 0.063 0.253 -0.006 -0.155 -0.182 -0.219 0.002 1.000 -0.099 -0.888 -0.094 0.039 0.022 -0.069 0.028 0.109 0.030 0.005 0.160 -0.001 0.008 0.000 -0.088 0.002 | -| p4160_p | -0.016 0.001 -0.000 -0.393 -0.025 -0.020 0.001 -0.099 1.000 0.001 -0.012 -0.529 -0.127 0.297 0.004 0.004 0.189 -0.026 -0.189 -0.042 -0.127 0.032 0.310 0.020 | -| bplus_0 | -0.046 0.029 0.007 -0.012 -0.068 0.282 -0.004 -0.888 0.001 1.000 -0.002 0.021 -0.009 0.005 -0.037 -0.128 0.026 0.038 0.016 -0.073 0.034 0.001 0.017 0.002 | -| DDstar_s | 0.005 0.031 -0.000 0.027 0.068 -0.016 0.000 -0.094 -0.012 -0.002 1.000 0.048 0.027 -0.010 -0.002 0.007 -0.040 -0.011 0.002 0.017 0.030 0.011 0.039 -0.001 | -| p4040_s | 0.060 -0.162 0.000 0.336 0.105 0.021 -0.000 0.039 -0.529 0.021 0.048 1.000 -0.064 -0.236 -0.027 0.001 -0.133 0.099 0.237 -0.043 0.071 0.006 -0.163 -0.001 | -| psi2s_p | -0.003 -0.073 0.000 0.193 -0.003 0.005 0.001 0.022 -0.127 -0.009 0.027 -0.064 1.000 -0.189 -0.001 -0.004 -0.036 -0.441 0.036 -0.044 -0.088 0.024 -0.095 0.022 | -| p4040_p | -0.005 -0.064 -0.000 -0.314 -0.031 -0.015 0.001 -0.069 0.297 0.005 -0.010 -0.236 -0.189 1.000 -0.000 0.005 0.165 -0.072 -0.079 -0.077 0.314 0.015 0.198 0.011 | -| phi_s | 0.057 -0.011 -0.005 -0.043 -0.107 -0.036 -0.222 0.028 0.004 -0.037 -0.002 -0.027 -0.001 -0.000 1.000 0.058 0.003 -0.015 -0.001 0.029 -0.033 -0.001 -0.026 -0.001 | -| omega_s | 0.319 -0.018 -0.091 0.009 0.046 -0.457 0.009 0.109 0.004 -0.128 0.007 0.001 -0.004 0.005 0.058 1.000 -0.010 -0.001 -0.011 -0.031 0.002 -0.000 0.007 -0.000 | -| p3770_p | -0.023 0.308 0.001 -0.271 -0.085 0.011 0.001 0.030 0.189 0.026 -0.040 -0.133 -0.036 0.165 0.003 -0.010 1.000 -0.270 -0.082 -0.016 -0.050 0.022 0.047 0.032 | -| p3770_s | 0.019 -0.068 0.000 -0.159 -0.073 0.006 0.000 0.005 -0.026 0.038 -0.011 0.099 -0.441 -0.072 -0.015 -0.001 -0.270 1.000 0.015 -0.072 0.009 0.021 -0.004 0.020 | -| p4415_s | -0.001 0.058 0.001 0.181 -0.132 0.027 -0.000 0.160 -0.189 0.016 0.002 0.237 0.036 -0.079 -0.001 -0.011 -0.082 0.015 1.000 -0.027 0.331 -0.001 -0.187 0.000 | -| jpsi_p | -0.108 0.173 0.002 0.202 0.124 0.004 0.006 -0.001 -0.042 -0.073 0.017 -0.043 -0.044 -0.077 0.029 -0.031 -0.016 -0.072 -0.027 1.000 -0.041 0.053 -0.023 0.044 | -| p4160_s | 0.071 -0.112 0.000 0.238 0.154 0.022 -0.000 0.008 -0.127 0.034 0.030 0.071 -0.088 0.314 -0.033 0.002 -0.050 0.009 0.331 -0.041 1.000 0.006 -0.061 0.001 | -| DDstar_p | 0.001 0.006 -0.000 0.001 0.003 0.001 -0.000 0.000 0.032 0.001 0.011 0.006 0.024 0.015 -0.001 -0.000 0.022 0.021 -0.001 0.053 0.006 1.000 0.025 -0.001 | -| p4415_p | 0.056 -0.124 -0.000 0.019 0.189 0.002 0.000 -0.088 0.310 0.017 0.039 -0.163 -0.095 0.198 -0.026 0.007 0.047 -0.004 -0.187 -0.023 -0.061 0.025 1.000 0.011 | -| Dbar_s | 0.002 0.019 -0.000 0.004 0.003 0.001 -0.000 0.002 0.020 0.002 -0.001 -0.001 0.022 0.011 -0.001 -0.000 0.032 0.020 0.000 0.044 0.001 -0.001 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3250834510984357}), (, {'error': 0.2860452284072035}), (, {'error': 0.11120755450629627}), (, {'error': 0.21093903571321537}), (, {'error': 0.07907814363936738}), (, {'error': 0.3404730001893582}), (, {'error': 0.14166787469593878}), (, {'error': 0.03511632316696678}), (, {'error': 0.10577901113254473}), (, {'error': 0.018412164573340606}), (, {'error': 0.054656064007117255}), (, {'error': 0.1744759884951226}), (, {'error': 0.031449196685955805}), (, {'error': 0.3254011864421844}), (, {'error': 0.8317696031119421}), (, {'error': 0.9833739972475142}), (, {'error': 0.10359684806162672}), (, {'error': 0.2328876836503322}), (, {'error': 0.19638307452435444}), (, {'error': 0.024712947356940518}), (, {'error': 0.16667186342108165}), (, {'error': 0.06495637856236192}), (, {'error': 0.1575291537746999}), (, {'error': 0.014753233015033451})]) -Toy 2/25 -Time taken: 11 min, 35 s -Projected time left: 2 h, 13 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2016 (2016 total) | -| EDM = 5.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297178.66496052535 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.05 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 5 | 9 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 1.19 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.029 | 0.167 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.32 | 0.07 | | | -2 | 2 | | -| 5 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 6.05 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.801 | 0.022 | | | -2 | 2 | | -| 8 | p4160_p | -2.60 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.447 | 0.011 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.06 | 0.19 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.33 | 0.25 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9.4 | 0.7 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.03 | 0.29 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.1 | 0.3 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.54 | 0.07 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 5.5 | 0.9 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.79 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.10 | 0.49 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.036 -0.121 0.084 0.227 0.334 0.103 0.044 0.025 -0.044 -0.010 0.010 0.026 0.036 0.129 0.025 0.024 0.036 -0.017 0.025 0.034 -0.046 0.047 -0.034 | -| Dbar_p | 0.036 1.000 -0.023 -0.019 -0.295 -0.046 0.036 -0.186 0.722 -0.137 -0.389 -0.455 0.749 0.693 0.027 0.003 0.885 0.624 -0.165 0.893 -0.285 -0.869 0.416 -0.956 | -| omega_p | -0.121 -0.023 1.000 0.000 0.001 0.592 0.022 -0.026 -0.014 0.092 -0.000 0.019 -0.015 -0.014 0.000 -0.223 -0.018 -0.012 0.017 -0.018 0.018 0.041 -0.004 0.030 | -| Ctt | 0.084 -0.019 0.000 1.000 0.572 0.025 0.004 -0.132 -0.167 -0.057 -0.054 0.277 0.178 -0.089 -0.026 0.006 -0.047 -0.012 0.177 -0.100 0.252 -0.107 -0.007 -0.061 | -| bplus_2 | 0.227 -0.295 0.001 0.572 1.000 0.087 0.012 -0.132 -0.234 -0.084 0.160 0.173 -0.228 -0.220 -0.069 0.020 -0.283 -0.228 -0.077 -0.353 0.159 0.179 -0.046 0.297 | -| rho_s | 0.334 -0.046 0.592 0.025 0.087 1.000 0.032 -0.017 -0.032 0.144 0.002 0.045 -0.034 -0.028 0.056 -0.042 -0.041 -0.023 0.028 -0.043 0.048 0.070 -0.001 0.060 | -| phi_p | 0.103 0.036 0.022 0.004 0.012 0.032 1.000 0.001 0.027 -0.005 -0.012 -0.014 0.028 0.028 0.653 0.011 0.031 0.026 -0.008 0.029 -0.007 -0.032 0.019 -0.037 | -| bplus_1 | 0.044 -0.186 -0.026 -0.132 -0.132 -0.017 0.001 1.000 -0.127 -0.588 -0.023 0.148 -0.132 -0.126 0.006 0.006 -0.151 -0.099 0.178 -0.134 0.125 0.340 -0.071 0.245 | -| p4160_p | 0.025 0.722 -0.014 -0.167 -0.234 -0.032 0.027 -0.127 1.000 -0.086 -0.227 -0.627 0.579 0.659 0.019 0.002 0.754 0.507 -0.189 0.761 -0.319 -0.483 0.556 -0.745 | -| bplus_0 | -0.044 -0.137 0.092 -0.057 -0.084 0.144 -0.005 -0.588 -0.086 1.000 -0.003 0.115 -0.098 -0.079 -0.023 -0.011 -0.106 -0.058 0.112 -0.095 0.115 0.216 -0.030 0.176 | -| DDstar_s | -0.010 -0.389 -0.000 -0.054 0.160 0.002 -0.012 -0.023 -0.227 -0.003 1.000 0.219 -0.262 -0.229 -0.007 0.000 -0.355 -0.230 0.058 -0.295 0.149 0.401 -0.060 0.416 | -| p4040_s | 0.010 -0.455 0.019 0.277 0.173 0.045 -0.014 0.148 -0.627 0.115 0.219 1.000 -0.330 -0.463 -0.023 0.000 -0.444 -0.215 0.247 -0.441 0.174 0.351 -0.369 0.456 | -| psi2s_p | 0.026 0.749 -0.015 0.178 -0.228 -0.034 0.028 -0.132 0.579 -0.098 -0.262 -0.330 1.000 0.520 0.019 0.002 0.689 0.408 -0.114 0.742 -0.230 -0.614 0.345 -0.776 | -| p4040_p | 0.036 0.693 -0.014 -0.089 -0.220 -0.028 0.028 -0.126 0.659 -0.079 -0.229 -0.463 0.520 1.000 0.014 0.003 0.717 0.470 -0.116 0.709 -0.006 -0.517 0.451 -0.728 | -| phi_s | 0.129 0.027 0.000 -0.026 -0.069 0.056 0.653 0.006 0.019 -0.023 -0.007 -0.023 0.019 0.014 1.000 0.002 0.024 0.011 -0.007 0.016 -0.025 -0.024 0.000 -0.031 | -| omega_s | 0.025 0.003 -0.223 0.006 0.020 -0.042 0.011 0.006 0.002 -0.011 0.000 0.000 0.002 0.003 0.002 1.000 0.001 0.003 -0.003 0.004 0.002 -0.006 0.004 -0.003 | -| p3770_p | 0.024 0.885 -0.018 -0.047 -0.283 -0.041 0.031 -0.151 0.754 -0.106 -0.355 -0.444 0.689 0.717 0.024 0.001 1.000 0.521 -0.190 0.848 -0.262 -0.695 0.463 -0.881 | -| p3770_s | 0.036 0.624 -0.012 -0.012 -0.228 -0.023 0.026 -0.099 0.507 -0.058 -0.230 -0.215 0.408 0.470 0.011 0.003 0.521 1.000 -0.095 0.652 -0.156 -0.499 0.322 -0.662 | -| p4415_s | -0.017 -0.165 0.017 0.177 -0.077 0.028 -0.008 0.178 -0.189 0.112 0.058 0.247 -0.114 -0.116 -0.007 -0.003 -0.190 -0.095 1.000 -0.186 0.362 0.124 -0.233 0.186 | -| jpsi_p | 0.025 0.893 -0.018 -0.100 -0.353 -0.043 0.029 -0.134 0.761 -0.095 -0.295 -0.441 0.742 0.709 0.016 0.004 0.848 0.652 -0.186 1.000 -0.282 -0.695 0.458 -0.906 | -| p4160_s | 0.034 -0.285 0.018 0.252 0.159 0.048 -0.007 0.125 -0.319 0.115 0.149 0.174 -0.230 -0.006 -0.025 0.002 -0.262 -0.156 0.362 -0.282 1.000 0.224 -0.247 0.278 | -| DDstar_p | -0.046 -0.869 0.041 -0.107 0.179 0.070 -0.032 0.340 -0.483 0.216 0.401 0.351 -0.614 -0.517 -0.024 -0.006 -0.695 -0.499 0.124 -0.695 0.224 1.000 -0.260 0.872 | -| p4415_p | 0.047 0.416 -0.004 -0.007 -0.046 -0.001 0.019 -0.071 0.556 -0.030 -0.060 -0.369 0.345 0.451 0.000 0.004 0.463 0.322 -0.233 0.458 -0.247 -0.260 1.000 -0.447 | -| Dbar_s | -0.034 -0.956 0.030 -0.061 0.297 0.060 -0.037 0.245 -0.745 0.176 0.416 0.456 -0.776 -0.728 -0.031 -0.003 -0.881 -0.662 0.186 -0.906 0.278 0.872 -0.447 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24553444338379293}), (, {'error': 9.124389671079237}), (, {'error': 0.2331186299057717}), (, {'error': 0.16745021672213944}), (, {'error': 0.07060181141730981}), (, {'error': 0.3681884904549634}), (, {'error': 0.25737935272426427}), (, {'error': 0.02209720348957911}), (, {'error': 0.16095879640702693}), (, {'error': 0.011470056491187819}), (, {'error': 0.4336965344586272}), (, {'error': 0.19007955785716552}), (, {'error': 0.05045567811514484}), (, {'error': 0.24769846955067987}), (, {'error': 1.032086208902986}), (, {'error': 0.713520167629559}), (, {'error': 0.2866470825635403}), (, {'error': 0.3186633339019087}), (, {'error': 0.19448028880050594}), (, {'error': 0.06559055119854396}), (, {'error': 0.17485809643228944}), (, {'error': 0.9030379501038608}), (, {'error': 0.16383785253042538}), (, {'error': 0.4868238041586802})]) -Toy 3/25 -Time taken: 19 min, 9 s -Projected time left: 2 h, 20 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1265 (1265 total) | -| EDM = 0.00121 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297463.1654686553 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | -5.65 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.89 | 0.18 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.36 | 0.07 | | | -2 | 2 | | -| 5 | rho_s | 1.0 | 0.5 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 5.95 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.63 | 0.05 | | | -2 | 2 | | -| 8 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.356 | 0.028 | | | -2 | 2 | | -| 10| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.03 | 0.18 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -3.63 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.42 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.93 | 0.25 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.72 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.692 | 0.029 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -1.89 | 0.30 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 -0.074 0.002 -0.021 -0.079 -0.000 -0.063 0.000 0.068 0.001 0.001 -0.001 -0.003 0.012 0.000 0.006 0.002 -0.000 -0.009 0.000 0.002 -0.003 0.001 | -| Dbar_p | 0.001 1.000 -0.017 0.338 0.075 -0.024 0.002 0.128 -0.004 -0.041 -0.010 -0.221 0.277 0.220 0.013 -0.000 0.067 0.318 -0.057 0.270 0.009 -0.117 0.127 0.024 | -| omega_p | -0.074 -0.017 1.000 0.056 -0.066 0.657 0.067 0.292 -0.001 -0.322 -0.004 0.003 0.011 0.049 -0.011 -0.315 -0.048 0.001 0.008 0.032 -0.001 -0.013 0.055 -0.006 | -| Ctt | 0.002 0.338 0.056 1.000 -0.668 0.050 0.002 0.101 -0.002 -0.020 0.007 0.246 0.324 0.158 -0.058 -0.000 -0.118 -0.074 0.168 -0.269 -0.009 -0.140 0.111 0.037 | -| bplus_2 | -0.021 0.075 -0.066 -0.668 1.000 -0.021 0.000 -0.015 0.002 -0.114 -0.024 -0.075 -0.075 -0.104 0.109 -0.006 0.038 0.063 0.044 0.245 0.001 -0.016 -0.242 -0.014 | -| rho_s | -0.079 -0.024 0.657 0.050 -0.021 1.000 0.077 0.471 -0.001 -0.523 -0.006 0.002 0.011 0.058 -0.019 -0.039 -0.068 -0.006 0.009 0.054 -0.001 -0.026 0.065 -0.008 | -| phi_p | -0.000 0.002 0.067 0.002 0.000 0.077 1.000 0.069 -0.000 -0.077 -0.001 -0.003 0.002 0.011 0.586 0.012 -0.012 0.001 0.000 0.006 -0.000 0.005 0.011 -0.002 | -| bplus_1 | -0.063 0.128 0.292 0.101 -0.015 0.471 0.069 1.000 -0.004 -0.957 0.028 -0.141 0.114 0.195 -0.091 -0.016 -0.048 0.069 -0.100 0.272 0.007 0.277 0.228 0.009 | -| p4160_p | 0.000 -0.004 -0.001 -0.002 0.002 -0.001 -0.000 -0.004 1.000 0.003 -0.000 0.009 -0.001 -0.002 0.001 0.000 -0.001 -0.002 -0.005 -0.003 -0.002 -0.006 -0.000 -0.000 | -| bplus_0 | 0.068 -0.041 -0.322 -0.020 -0.114 -0.523 -0.077 -0.957 0.003 1.000 -0.003 0.069 -0.054 -0.136 0.096 0.018 0.084 -0.036 0.027 -0.211 -0.002 -0.094 -0.138 0.007 | -| DDstar_s | 0.001 -0.010 -0.004 0.007 -0.024 -0.006 -0.001 0.028 -0.000 -0.003 1.000 0.007 -0.005 0.004 0.001 0.000 -0.031 -0.020 0.000 -0.018 -0.001 0.019 0.012 -0.003 | -| p4040_s | 0.001 -0.221 0.003 0.246 -0.075 0.002 -0.003 -0.141 0.009 0.069 0.007 1.000 0.083 -0.173 -0.005 0.000 -0.200 -0.057 0.071 -0.199 -0.008 -0.161 -0.215 -0.002 | -| psi2s_p | -0.001 0.277 0.011 0.324 -0.075 0.011 0.002 0.114 -0.001 -0.054 -0.005 0.083 1.000 0.030 -0.012 0.001 0.053 -0.310 0.031 0.183 0.002 0.204 0.046 -0.005 | -| p4040_p | -0.003 0.220 0.049 0.158 -0.104 0.058 0.011 0.195 -0.002 -0.136 0.004 -0.173 0.030 1.000 -0.037 -0.000 0.058 0.198 0.141 0.203 -0.007 0.323 0.082 0.007 | -| phi_s | 0.012 0.013 -0.011 -0.058 0.109 -0.019 0.586 -0.091 0.001 0.096 0.001 -0.005 -0.012 -0.037 1.000 -0.000 0.020 -0.010 -0.006 -0.024 0.000 0.005 -0.042 0.003 | -| omega_s | 0.000 -0.000 -0.315 -0.000 -0.006 -0.039 0.012 -0.016 0.000 0.018 0.000 0.000 0.001 -0.000 -0.000 1.000 0.002 0.001 0.000 0.003 0.000 0.000 -0.000 0.000 | -| p3770_p | 0.006 0.067 -0.048 -0.118 0.038 -0.068 -0.012 -0.048 -0.001 0.084 -0.031 -0.200 0.053 0.058 0.020 0.002 1.000 -0.149 -0.080 0.037 0.007 0.038 0.073 -0.052 | -| p3770_s | 0.002 0.318 0.001 -0.074 0.063 -0.006 0.001 0.069 -0.002 -0.036 -0.020 -0.057 -0.310 0.198 -0.010 0.001 -0.149 1.000 -0.011 0.210 0.005 0.101 0.086 -0.008 | -| p4415_s | -0.000 -0.057 0.008 0.168 0.044 0.009 0.000 -0.100 -0.005 0.027 0.000 0.071 0.031 0.141 -0.006 0.000 -0.080 -0.011 1.000 -0.077 -0.003 -0.019 -0.067 -0.005 | -| jpsi_p | -0.009 0.270 0.032 -0.269 0.245 0.054 0.006 0.272 -0.003 -0.211 -0.018 -0.199 0.183 0.203 -0.024 0.003 0.037 0.210 -0.077 1.000 0.012 0.483 0.138 -0.040 | -| p4160_s | 0.000 0.009 -0.001 -0.009 0.001 -0.001 -0.000 0.007 -0.002 -0.002 -0.001 -0.008 0.002 -0.007 0.000 0.000 0.007 0.005 -0.003 0.012 1.000 0.013 0.014 -0.001 | -| DDstar_p | 0.002 -0.117 -0.013 -0.140 -0.016 -0.026 0.005 0.277 -0.006 -0.094 0.019 -0.161 0.204 0.323 0.005 0.000 0.038 0.101 -0.019 0.483 0.013 1.000 0.255 -0.019 | -| p4415_p | -0.003 0.127 0.055 0.111 -0.242 0.065 0.011 0.228 -0.000 -0.138 0.012 -0.215 0.046 0.082 -0.042 -0.000 0.073 0.086 -0.067 0.138 0.014 0.255 1.000 0.011 | -| Dbar_s | 0.001 0.024 -0.006 0.037 -0.014 -0.008 -0.002 0.009 -0.000 0.007 -0.003 -0.002 -0.005 0.007 0.003 0.000 -0.052 -0.008 -0.005 -0.040 -0.001 -0.019 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07821253421839636}), (, {'error': 0.38447134576388065}), (, {'error': 0.2639788302295303}), (, {'error': 0.18427195563880977}), (, {'error': 0.06612814102105413}), (, {'error': 0.4810552557154104}), (, {'error': 0.21450344793058473}), (, {'error': 0.05244578786878806}), (, {'error': 0.01021690258266128}), (, {'error': 0.028100644301398692}), (, {'error': 0.023582574586432203}), (, {'error': 0.1773196324306982}), (, {'error': 0.03294840852188141}), (, {'error': 0.16085673007186285}), (, {'error': 1.0938090862173127}), (, {'error': 3.699447386820667}), (, {'error': 0.10326265453855021}), (, {'error': 0.24661233504385316}), (, {'error': 0.1888002904480141}), (, {'error': 0.028925527121038463}), (, {'error': 0.015198220742482837}), (, {'error': 0.4319175359032261}), (, {'error': 0.3002245225431679}), (, {'error': 0.024909376153359752})]) -Toy 4/25 -Time taken: 24 min, 49 s -Projected time left: 2 h, 10 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=418 (418 total) | -| EDM = 2.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297180.6458905103 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6 | 7 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -4.16 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.53 | 0.12 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.022 | 0.055 | | | -2 | 2 | | -| 5 | rho_s | 0.30 | 1.87 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 6.25 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.860 | 0.013 | | | -2 | 2 | | -| 8 | p4160_p | -2.45 | 0.08 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.434 | 0.009 | | | -2 | 2 | | -| 10| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.79 | 0.14 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.900 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.46 | 0.20 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 4.8 | 2.7 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 0.919 | 0.007 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.50 | 0.17 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.782 | 0.022 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.20 | 0.14 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 4.32 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.61 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.284 0.932 -0.042 0.449 -0.985 0.018 0.194 0.044 -0.715 -0.018 -0.044 -0.113 0.062 0.574 0.984 0.020 -0.001 -0.160 -0.120 -0.020 -0.497 0.092 0.011 | -| Dbar_p | -0.284 1.000 -0.269 -0.177 -0.098 0.287 -0.005 0.100 0.141 0.300 -0.001 -0.027 0.184 0.008 -0.168 -0.284 -0.048 0.002 0.034 0.297 -0.043 0.026 0.017 0.005 | -| omega_p | 0.932 -0.269 1.000 -0.042 0.413 -0.941 0.018 0.182 0.040 -0.678 -0.017 -0.043 -0.108 0.057 0.549 0.956 0.019 -0.001 -0.151 -0.118 -0.021 -0.471 0.084 0.011 | -| Ctt | -0.042 -0.177 -0.042 1.000 0.425 0.046 -0.000 -0.023 -0.271 0.013 -0.005 0.255 0.185 -0.196 -0.044 -0.046 0.020 0.001 0.198 -0.243 0.163 0.036 -0.069 0.013 | -| bplus_2 | 0.449 -0.098 0.413 0.425 1.000 -0.437 0.009 -0.121 0.125 -0.403 -0.010 -0.028 -0.021 0.105 0.173 0.431 0.002 0.000 -0.164 -0.073 0.044 -0.258 0.184 -0.001 | -| rho_s | -0.985 0.287 -0.941 0.046 -0.437 1.000 -0.019 -0.192 -0.043 0.725 0.018 0.047 0.115 -0.061 -0.575 -0.992 -0.020 0.001 0.162 0.124 0.023 0.503 -0.090 -0.011 | -| phi_p | 0.018 -0.005 0.018 -0.000 0.009 -0.019 1.000 0.003 0.002 -0.014 -0.000 -0.001 -0.001 0.002 -0.133 0.020 0.000 -0.000 -0.003 0.001 -0.000 -0.009 0.002 0.000 | -| bplus_1 | 0.194 0.100 0.182 -0.023 -0.121 -0.192 0.003 1.000 -0.038 -0.443 0.003 0.054 0.033 -0.012 0.103 0.191 -0.004 -0.000 0.095 0.032 0.055 0.185 -0.026 -0.005 | -| p4160_p | 0.044 0.141 0.040 -0.271 0.125 -0.043 0.002 -0.038 1.000 -0.045 0.041 -0.415 -0.090 0.064 0.014 0.042 -0.016 0.002 0.026 0.034 -0.086 0.011 0.240 0.024 | -| bplus_0 | -0.715 0.300 -0.678 0.013 -0.403 0.725 -0.014 -0.443 -0.045 1.000 0.016 0.078 0.128 -0.046 -0.426 -0.716 -0.021 0.001 0.197 0.147 0.064 0.533 -0.078 -0.013 | -| DDstar_s | -0.018 -0.001 -0.017 -0.005 -0.010 0.018 -0.000 0.003 0.041 0.016 1.000 0.002 0.030 0.022 -0.009 -0.018 -0.004 -0.000 -0.002 0.040 0.005 0.027 0.027 -0.002 | -| p4040_s | -0.044 -0.027 -0.043 0.255 -0.028 0.047 -0.001 0.054 -0.415 0.078 0.002 1.000 0.053 -0.178 -0.036 -0.046 -0.003 -0.002 0.108 0.026 -0.065 -0.085 -0.174 -0.004 | -| psi2s_p | -0.113 0.184 -0.108 0.185 -0.021 0.115 -0.001 0.033 -0.090 0.128 0.030 0.053 1.000 -0.188 -0.076 -0.114 0.009 0.005 0.049 0.099 -0.048 -0.011 -0.071 0.025 | -| p4040_p | 0.062 0.008 0.057 -0.196 0.105 -0.061 0.002 -0.012 0.064 -0.046 0.022 -0.178 -0.188 1.000 0.021 0.060 -0.009 0.002 0.063 -0.026 0.351 -0.038 0.113 0.021 | -| phi_s | 0.574 -0.168 0.549 -0.044 0.173 -0.575 -0.133 0.103 0.014 -0.426 -0.009 -0.036 -0.076 0.021 1.000 0.575 0.012 -0.001 -0.095 -0.100 -0.031 -0.291 0.034 0.007 | -| omega_s | 0.984 -0.284 0.956 -0.046 0.431 -0.992 0.020 0.191 0.042 -0.716 -0.018 -0.046 -0.114 0.060 0.575 1.000 0.020 -0.001 -0.160 -0.125 -0.023 -0.497 0.088 0.011 | -| p3770_p | 0.020 -0.048 0.019 0.020 0.002 -0.020 0.000 -0.004 -0.016 -0.021 -0.004 -0.003 0.009 -0.009 0.012 0.020 1.000 -0.002 0.000 -0.010 -0.002 -0.018 -0.007 -0.003 | -| p3770_s | -0.001 0.002 -0.001 0.001 0.000 0.001 -0.000 -0.000 0.002 0.001 -0.000 -0.002 0.005 0.002 -0.001 -0.001 -0.002 1.000 -0.000 -0.000 -0.000 0.002 0.001 -0.000 | -| p4415_s | -0.160 0.034 -0.151 0.198 -0.164 0.162 -0.003 0.095 0.026 0.197 -0.002 0.108 0.049 0.063 -0.095 -0.160 0.000 -0.000 1.000 0.008 0.257 0.013 -0.099 -0.006 | -| jpsi_p | -0.120 0.297 -0.118 -0.243 -0.073 0.124 0.001 0.032 0.034 0.147 0.040 0.026 0.099 -0.026 -0.100 -0.125 -0.010 -0.000 0.008 1.000 -0.021 -0.077 0.000 0.026 | -| p4160_s | -0.020 -0.043 -0.021 0.163 0.044 0.023 -0.000 0.055 -0.086 0.064 0.005 -0.065 -0.048 0.351 -0.031 -0.023 -0.002 -0.000 0.257 -0.021 1.000 -0.068 -0.132 0.001 | -| DDstar_p | -0.497 0.026 -0.471 0.036 -0.258 0.503 -0.009 0.185 0.011 0.533 0.027 -0.085 -0.011 -0.038 -0.291 -0.497 -0.018 0.002 0.013 -0.077 -0.068 1.000 -0.114 0.004 | -| p4415_p | 0.092 0.017 0.084 -0.069 0.184 -0.090 0.002 -0.026 0.240 -0.078 0.027 -0.174 -0.071 0.113 0.034 0.088 -0.007 0.001 -0.099 0.000 -0.132 -0.114 1.000 0.015 | -| Dbar_s | 0.011 0.005 0.011 0.013 -0.001 -0.011 0.000 -0.005 0.024 -0.013 -0.002 -0.004 0.025 0.021 0.007 0.011 -0.003 -0.000 -0.006 0.026 0.001 0.004 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 7.0455989954776355}), (, {'error': 0.2509002886928451}), (, {'error': 0.617300664999906}), (, {'error': 0.12147386909756652}), (, {'error': 0.05530878642227566}), (, {'error': 1.8688894497475494}), (, {'error': 0.20251652065245995}), (, {'error': 0.013004420327148991}), (, {'error': 0.08242852320920435}), (, {'error': 0.009300981750887338}), (, {'error': 0.022867761173458345}), (, {'error': 0.14242577591825756}), (, {'error': 0.026609511799298602}), (, {'error': 0.20232830659624756}), (, {'error': 0.9916812054855688}), (, {'error': 2.7091153046566285}), (, {'error': 0.050513185624165846}), (, {'error': 0.007348665814772781}), (, {'error': 0.1656017267905754}), (, {'error': 0.02195478652585736}), (, {'error': 0.14403359877555877}), (, {'error': 0.2239350366515458}), (, {'error': 0.13088884575082416}), (, {'error': 0.0120253026325291})]) -Toy 5/25 -Time taken: 28 min, 48 s -Projected time left: 1 h, 55 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1512 (1512 total) | -| EDM = 0.0032 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297251.767415029 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 4 | 10 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.72 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.26 | 0.22 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.07 | 0.07 | | | -2 | 2 | | -| 5 | rho_s | 1.02 | 0.29 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 5.89 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.930 | 0.024 | | | -2 | 2 | | -| 8 | p4160_p | 3.92 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.462 | 0.012 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.31 | 0.14 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.798 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.83 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.40 | 0.19 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.42 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.40 | 0.15 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.616 | 0.022 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.42 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -3.27 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.97 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.06 | 0.42 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.028 -0.023 0.025 -0.012 -0.017 0.006 -0.024 0.004 -0.026 0.020 0.014 0.013 0.017 0.008 -0.010 -0.025 0.019 0.007 0.010 0.018 0.016 0.017 0.028 | -| Dbar_p | 0.028 1.000 -0.072 0.903 -0.815 -0.255 0.031 -0.930 0.112 -0.922 0.751 0.475 0.464 0.570 0.031 -0.001 -0.854 0.662 0.268 0.339 0.604 0.574 0.544 0.984 | -| omega_p | -0.023 -0.072 1.000 -0.064 0.072 0.390 -0.002 0.070 -0.007 0.076 -0.053 -0.031 -0.032 -0.040 0.008 -0.517 0.062 -0.046 -0.017 -0.026 -0.040 -0.043 -0.037 -0.073 | -| Ctt | 0.025 0.903 -0.064 1.000 -0.637 -0.230 0.026 -0.846 0.013 -0.840 0.687 0.505 0.481 0.461 0.027 -0.001 -0.787 0.570 0.320 0.227 0.603 0.498 0.477 0.901 | -| bplus_2 | -0.012 -0.815 0.072 -0.637 1.000 0.221 -0.018 0.718 -0.052 0.719 -0.609 -0.396 -0.390 -0.440 -0.070 0.019 0.714 -0.527 -0.261 -0.290 -0.480 -0.431 -0.399 -0.813 | -| rho_s | -0.017 -0.255 0.390 -0.230 0.221 1.000 0.010 0.243 -0.030 0.266 -0.184 -0.116 -0.114 -0.145 0.026 0.067 0.220 -0.167 -0.060 -0.083 -0.149 -0.143 -0.138 -0.256 | -| phi_p | 0.006 0.031 -0.002 0.026 -0.018 0.010 1.000 -0.026 0.004 -0.024 0.022 0.016 0.015 0.018 0.440 0.035 -0.028 0.021 0.008 0.008 0.020 0.012 0.018 0.031 | -| bplus_1 | -0.024 -0.930 0.070 -0.846 0.718 0.243 -0.026 1.000 -0.114 0.807 -0.669 -0.418 -0.414 -0.528 -0.034 0.004 0.806 -0.601 -0.204 -0.281 -0.539 -0.517 -0.512 -0.934 | -| p4160_p | 0.004 0.112 -0.007 0.013 -0.052 -0.030 0.004 -0.114 1.000 -0.111 0.088 -0.184 0.076 0.174 0.001 0.001 -0.018 0.110 0.077 0.194 0.008 -0.239 0.263 0.093 | -| bplus_0 | -0.026 -0.922 0.076 -0.840 0.719 0.266 -0.024 0.807 -0.111 1.000 -0.663 -0.412 -0.410 -0.521 -0.034 0.004 0.800 -0.592 -0.201 -0.275 -0.531 -0.509 -0.506 -0.926 | -| DDstar_s | 0.020 0.751 -0.053 0.687 -0.609 -0.184 0.022 -0.669 0.088 -0.663 1.000 0.325 0.324 0.424 0.023 -0.001 -0.635 0.492 0.170 0.207 0.428 0.439 0.392 0.753 | -| p4040_s | 0.014 0.475 -0.031 0.505 -0.396 -0.116 0.016 -0.418 -0.184 -0.412 0.325 1.000 0.222 0.210 0.008 0.002 -0.416 0.395 0.167 0.195 0.248 0.184 0.188 0.483 | -| psi2s_p | 0.013 0.464 -0.032 0.481 -0.390 -0.114 0.015 -0.414 0.076 -0.410 0.324 0.222 1.000 0.221 0.013 0.001 -0.369 0.163 0.112 0.267 0.247 0.104 0.255 0.450 | -| p4040_p | 0.017 0.570 -0.040 0.461 -0.440 -0.145 0.018 -0.528 0.174 -0.521 0.424 0.210 0.221 1.000 0.012 0.002 -0.430 0.372 0.184 0.266 0.515 0.139 0.403 0.556 | -| phi_s | 0.008 0.031 0.008 0.027 -0.070 0.026 0.440 -0.034 0.001 -0.034 0.023 0.008 0.013 0.012 1.000 -0.003 -0.026 0.012 0.005 -0.011 0.009 0.007 0.010 0.030 | -| omega_s | -0.010 -0.001 -0.517 -0.001 0.019 0.067 0.035 0.004 0.001 0.004 -0.001 0.002 0.001 0.002 -0.003 1.000 0.000 0.002 0.001 0.012 0.003 0.005 0.002 -0.001 | -| p3770_p | -0.025 -0.854 0.062 -0.787 0.714 0.220 -0.028 0.806 -0.018 0.800 -0.635 -0.416 -0.369 -0.430 -0.026 0.000 1.000 -0.626 -0.248 -0.262 -0.522 -0.518 -0.437 -0.870 | -| p3770_s | 0.019 0.662 -0.046 0.570 -0.527 -0.167 0.021 -0.601 0.110 -0.592 0.492 0.395 0.163 0.372 0.012 0.002 -0.626 1.000 0.184 0.310 0.422 0.251 0.391 0.647 | -| p4415_s | 0.007 0.268 -0.017 0.320 -0.261 -0.060 0.008 -0.204 0.077 -0.201 0.170 0.167 0.112 0.184 0.005 0.001 -0.248 0.184 1.000 0.046 0.292 0.174 0.081 0.275 | -| jpsi_p | 0.010 0.339 -0.026 0.227 -0.290 -0.083 0.008 -0.281 0.194 -0.275 0.207 0.195 0.267 0.266 -0.011 0.012 -0.262 0.310 0.046 1.000 0.194 -0.087 0.251 0.316 | -| p4160_s | 0.018 0.604 -0.040 0.603 -0.480 -0.149 0.020 -0.539 0.008 -0.531 0.428 0.248 0.247 0.515 0.009 0.003 -0.522 0.422 0.292 0.194 1.000 0.292 0.250 0.611 | -| DDstar_p | 0.016 0.574 -0.043 0.498 -0.431 -0.143 0.012 -0.517 -0.239 -0.509 0.439 0.184 0.104 0.139 0.007 0.005 -0.518 0.251 0.174 -0.087 0.292 1.000 0.131 0.538 | -| p4415_p | 0.017 0.544 -0.037 0.477 -0.399 -0.138 0.018 -0.512 0.263 -0.506 0.392 0.188 0.255 0.403 0.010 0.002 -0.437 0.391 0.081 0.251 0.250 0.131 1.000 0.543 | -| Dbar_s | 0.028 0.984 -0.073 0.901 -0.813 -0.256 0.031 -0.934 0.093 -0.926 0.753 0.483 0.450 0.556 0.030 -0.001 -0.870 0.647 0.275 0.316 0.611 0.538 0.543 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06565584209115105}), (, {'error': 9.795143326085942}), (, {'error': 0.20066720907889257}), (, {'error': 0.2225975929266435}), (, {'error': 0.06867710178248498}), (, {'error': 0.2905682766353926}), (, {'error': 0.16206726609194444}), (, {'error': 0.024298592253022333}), (, {'error': 0.07243974360019845}), (, {'error': 0.01177285869175937}), (, {'error': 0.3978132081442084}), (, {'error': 0.13812644160291188}), (, {'error': 0.02887132282591054}), (, {'error': 0.1351559431081566}), (, {'error': 0.7579264835144199}), (, {'error': 3.506531064957419}), (, {'error': 0.18992858799490708}), (, {'error': 0.23435996846743357}), (, {'error': 0.14709176856998085}), (, {'error': 0.022130472741039853}), (, {'error': 0.1507873665600472}), (, {'error': 0.3122067296679356}), (, {'error': 0.14860477072171197}), (, {'error': 0.4198332251312415})]) -Toy 6/25 -Time taken: 35 min, 23 s -Projected time left: 1 h, 51 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1273 (1273 total) | -| EDM = 2.94E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297254.01189424563 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -2.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.09 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.90 | 0.19 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.37 | 0.09 | | | -2 | 2 | | -| 5 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 5.95 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 10| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.03 | 0.18 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 2.76 | 0.16 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 6.4 | 1.3 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.85 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.79 | 0.26 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.45 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.717 | 0.029 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -2.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.041 -0.073 0.094 -0.240 0.056 0.111 0.062 -0.001 -0.096 -0.007 0.037 -0.000 0.039 0.077 0.016 -0.045 0.000 0.077 -0.020 -0.001 -0.048 -0.000 -0.015 | -| Dbar_p | -0.041 1.000 0.004 0.420 0.102 -0.018 -0.001 0.061 -0.004 0.016 -0.015 -0.255 0.335 0.269 0.017 0.012 0.119 0.405 0.023 0.317 0.010 -0.231 0.093 0.068 | -| omega_p | -0.073 0.004 1.000 0.006 -0.026 -0.010 0.013 -0.033 -0.000 0.037 0.001 -0.002 0.003 0.007 0.026 0.582 -0.001 0.004 0.005 -0.001 0.000 0.011 0.004 -0.000 | -| Ctt | 0.094 0.420 0.006 1.000 -0.611 -0.062 0.010 0.052 -0.003 0.038 0.005 0.210 0.352 0.162 -0.034 0.016 -0.081 -0.002 0.218 -0.217 -0.006 -0.166 -0.091 0.074 | -| bplus_2 | -0.240 0.102 -0.026 -0.611 1.000 0.221 -0.032 0.095 0.003 -0.249 -0.037 -0.094 -0.074 -0.124 0.057 -0.082 0.058 0.072 -0.231 0.223 0.000 -0.120 -0.110 -0.015 | -| rho_s | 0.056 -0.018 -0.010 -0.062 0.221 1.000 -0.016 0.341 0.001 -0.388 -0.012 0.010 -0.026 -0.043 -0.066 -0.454 -0.012 -0.026 -0.029 0.003 -0.001 -0.081 -0.029 -0.006 | -| phi_p | 0.111 -0.001 0.013 0.010 -0.032 -0.016 1.000 0.020 -0.000 -0.026 -0.002 0.003 0.001 0.009 0.539 -0.002 -0.010 0.002 0.012 -0.004 -0.000 -0.003 0.001 -0.003 | -| bplus_1 | 0.062 0.061 -0.033 0.052 0.095 0.341 0.020 1.000 -0.003 -0.936 0.022 -0.074 0.078 0.134 -0.089 -0.159 -0.048 0.032 0.071 0.180 0.003 0.184 0.079 0.007 | -| p4160_p | -0.001 -0.004 -0.000 -0.003 0.003 0.001 -0.000 -0.003 1.000 0.001 -0.000 0.010 -0.001 -0.003 0.000 -0.000 -0.001 -0.003 -0.002 -0.004 -0.002 -0.007 0.003 -0.001 | -| bplus_0 | -0.096 0.016 0.037 0.038 -0.249 -0.388 -0.026 -0.936 0.001 1.000 0.017 -0.002 0.008 -0.025 0.097 0.178 0.063 0.005 -0.033 -0.086 0.001 0.075 0.018 0.019 | -| DDstar_s | -0.007 -0.015 0.001 0.005 -0.037 -0.012 -0.002 0.022 -0.000 0.017 1.000 0.016 -0.011 -0.000 0.003 0.005 -0.046 -0.031 0.023 -0.034 -0.001 0.036 -0.004 -0.008 | -| p4040_s | 0.037 -0.255 -0.002 0.210 -0.094 0.010 0.003 -0.074 0.010 -0.002 0.016 1.000 0.051 -0.198 -0.013 -0.007 -0.198 -0.075 -0.099 -0.197 -0.009 -0.079 -0.134 -0.008 | -| psi2s_p | -0.000 0.335 0.003 0.352 -0.074 -0.026 0.001 0.078 -0.001 0.008 -0.011 0.051 1.000 0.053 -0.002 0.010 0.052 -0.247 0.034 0.210 0.002 0.160 -0.001 -0.002 | -| p4040_p | 0.039 0.269 0.007 0.162 -0.124 -0.043 0.009 0.134 -0.003 -0.025 -0.000 -0.198 0.053 1.000 -0.015 0.015 0.070 0.220 0.128 0.229 -0.004 0.310 -0.062 0.016 | -| phi_s | 0.077 0.017 0.026 -0.034 0.057 -0.066 0.539 -0.089 0.000 0.097 0.003 -0.013 -0.002 -0.015 1.000 0.058 0.013 -0.002 -0.028 -0.010 0.001 0.021 0.002 0.006 | -| omega_s | 0.016 0.012 0.582 0.016 -0.082 -0.454 -0.002 -0.159 -0.000 0.178 0.005 -0.007 0.010 0.015 0.058 1.000 0.005 0.011 0.007 -0.005 0.001 0.038 0.013 0.003 | -| p3770_p | -0.045 0.119 -0.001 -0.081 0.058 -0.012 -0.010 -0.048 -0.001 0.063 -0.046 -0.198 0.052 0.070 0.013 0.005 1.000 -0.118 -0.008 0.035 0.006 -0.054 0.087 -0.087 | -| p3770_s | 0.000 0.405 0.004 -0.002 0.072 -0.026 0.002 0.032 -0.003 0.005 -0.031 -0.075 -0.247 0.220 -0.002 0.011 -0.118 1.000 0.031 0.236 0.005 0.009 0.047 0.002 | -| p4415_s | 0.077 0.023 0.005 0.218 -0.231 -0.029 0.012 0.071 -0.002 -0.033 0.023 -0.099 0.034 0.128 -0.028 0.007 -0.008 0.031 1.000 -0.001 0.008 0.152 -0.045 0.020 | -| jpsi_p | -0.020 0.317 -0.001 -0.217 0.223 0.003 -0.004 0.180 -0.004 -0.086 -0.034 -0.197 0.210 0.229 -0.010 -0.005 0.035 0.236 -0.001 1.000 0.011 0.390 0.105 -0.066 | -| p4160_s | -0.001 0.010 0.000 -0.006 0.000 -0.001 -0.000 0.003 -0.002 0.001 -0.001 -0.009 0.002 -0.004 0.001 0.001 0.006 0.005 0.008 0.011 1.000 0.008 0.005 -0.001 | -| DDstar_p | -0.048 -0.231 0.011 -0.166 -0.120 -0.081 -0.003 0.184 -0.007 0.075 0.036 -0.079 0.160 0.310 0.021 0.038 -0.054 0.009 0.152 0.390 0.008 1.000 0.075 -0.053 | -| p4415_p | -0.000 0.093 0.004 -0.091 -0.110 -0.029 0.001 0.079 0.003 0.018 -0.004 -0.134 -0.001 -0.062 0.002 0.013 0.087 0.047 -0.045 0.105 0.005 0.075 1.000 0.010 | -| Dbar_s | -0.015 0.068 -0.000 0.074 -0.015 -0.006 -0.003 0.007 -0.001 0.019 -0.008 -0.008 -0.002 0.016 0.006 0.003 -0.087 0.002 0.020 -0.066 -0.001 -0.053 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3823753038599049}), (, {'error': 0.4874647544799495}), (, {'error': 0.27317481383337716}), (, {'error': 0.19004159969060708}), (, {'error': 0.08537872343131814}), (, {'error': 0.33573817338889933}), (, {'error': 0.20227463597611273}), (, {'error': 0.06126097510466866}), (, {'error': 0.009833602981150769}), (, {'error': 0.03285612296269347}), (, {'error': 0.03191707223486778}), (, {'error': 0.17636732247264836}), (, {'error': 0.033466945753414024}), (, {'error': 0.15985145458528205}), (, {'error': 1.0218309432619943}), (, {'error': 1.3028776578401882}), (, {'error': 0.10558485543611518}), (, {'error': 0.2552427315065664}), (, {'error': 0.19448137024692594}), (, {'error': 0.028648892881517618}), (, {'error': 0.013332702111355454}), (, {'error': 0.4726402104799845}), (, {'error': 0.4270732442498}), (, {'error': 0.04390106099047156})]) -Toy 7/25 -Time taken: 41 min, 16 s -Projected time left: 1 h, 45 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1534 (1534 total) | -| EDM = 0.000103 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297158.67187156196 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.62 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -5.84 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | 4.27 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 10| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.877 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 4.39 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 20.5 | 1.5 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 3.25 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.28 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 4.638 | 0.025 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.42 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.47 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.004 -0.004 0.007 -0.023 -0.056 -0.016 -0.041 0.002 0.047 -0.001 0.002 -0.000 0.001 -0.006 0.065 -0.001 0.001 -0.003 -0.001 0.002 -0.012 0.004 -0.000 | -| Dbar_p | -0.004 1.000 0.002 -0.332 0.072 0.060 0.002 -0.080 0.062 -0.056 -0.008 -0.139 0.022 0.014 -0.016 -0.030 0.367 -0.023 0.068 0.297 -0.066 -0.155 -0.057 0.029 | -| omega_p | -0.004 0.002 1.000 -0.003 0.010 0.058 0.002 0.022 -0.001 -0.025 0.000 -0.001 0.001 -0.000 -0.008 -0.262 0.001 0.000 0.002 0.004 -0.001 0.007 -0.002 -0.000 | -| Ctt | 0.007 -0.332 -0.003 1.000 -0.673 0.016 0.006 0.105 -0.359 0.007 -0.009 0.283 0.200 -0.346 -0.029 -0.041 -0.250 -0.121 0.163 0.220 0.276 -0.022 0.045 0.002 | -| bplus_2 | -0.023 0.072 0.010 -0.673 1.000 -0.011 0.006 -0.170 -0.015 -0.054 0.020 -0.140 -0.051 0.042 0.078 0.076 0.077 0.050 0.151 -0.217 -0.149 0.265 -0.221 0.004 | -| rho_s | -0.056 0.060 0.058 0.016 -0.011 1.000 -0.011 0.348 -0.021 -0.418 0.006 0.031 0.005 -0.013 -0.074 -0.430 -0.001 0.014 0.028 -0.049 0.038 0.103 0.009 0.001 | -| phi_p | -0.016 0.002 0.002 0.006 0.006 -0.011 1.000 -0.011 -0.006 0.017 0.001 -0.005 -0.006 -0.006 0.831 -0.035 -0.002 -0.008 0.000 -0.018 -0.004 -0.005 -0.006 0.001 | -| bplus_1 | -0.041 -0.080 0.022 0.105 -0.170 0.348 -0.011 1.000 0.044 -0.922 -0.018 0.084 0.038 0.021 -0.093 -0.142 -0.116 -0.009 -0.094 -0.065 0.038 -0.189 0.124 -0.005 | -| p4160_p | 0.002 0.062 -0.001 -0.359 -0.015 -0.021 -0.006 0.044 1.000 0.014 0.052 -0.457 -0.127 0.343 -0.002 0.009 0.173 -0.050 -0.149 -0.030 -0.171 -0.056 0.278 0.038 | -| bplus_0 | 0.047 -0.056 -0.025 0.007 -0.054 -0.418 0.017 -0.922 0.014 1.000 -0.003 -0.064 -0.015 0.004 0.109 0.167 0.038 -0.024 -0.020 0.124 -0.053 -0.090 -0.038 0.001 | -| DDstar_s | -0.001 -0.008 0.000 -0.009 0.020 0.006 0.001 -0.018 0.052 -0.003 1.000 -0.003 0.022 0.034 0.000 -0.002 0.041 0.033 -0.002 0.058 0.000 0.055 0.019 -0.002 | -| p4040_s | 0.002 -0.139 -0.001 0.283 -0.140 0.031 -0.005 0.084 -0.457 -0.064 -0.003 1.000 -0.074 -0.155 -0.030 -0.030 -0.113 0.079 0.221 -0.028 0.238 -0.169 -0.061 -0.001 | -| psi2s_p | -0.000 0.022 0.001 0.200 -0.051 0.005 -0.006 0.038 -0.127 -0.015 0.022 -0.074 1.000 -0.181 -0.009 -0.005 -0.028 -0.423 0.044 0.014 -0.048 -0.156 -0.054 0.034 | -| p4040_p | 0.001 0.014 -0.000 -0.346 0.042 -0.013 -0.006 0.021 0.343 0.004 0.034 -0.155 -0.181 1.000 -0.002 0.007 0.176 -0.104 -0.100 -0.071 0.221 0.015 0.173 0.029 | -| phi_s | -0.006 -0.016 -0.008 -0.029 0.078 -0.074 0.831 -0.093 -0.002 0.109 0.000 -0.030 -0.009 -0.002 1.000 0.009 0.001 -0.020 -0.003 0.007 -0.031 -0.017 -0.025 0.001 | -| omega_s | 0.065 -0.030 -0.262 -0.041 0.076 -0.430 -0.035 -0.142 0.009 0.167 -0.002 -0.030 -0.005 0.007 0.009 1.000 0.001 -0.014 -0.009 0.027 -0.035 -0.037 -0.020 -0.000 | -| p3770_p | -0.001 0.367 0.001 -0.250 0.077 -0.001 -0.002 -0.116 0.173 0.038 0.041 -0.113 -0.028 0.176 0.001 0.001 1.000 -0.260 -0.054 0.049 -0.066 0.118 0.008 0.048 | -| p3770_s | 0.001 -0.023 0.000 -0.121 0.050 0.014 -0.008 -0.009 -0.050 -0.024 0.033 0.079 -0.423 -0.104 -0.020 -0.014 -0.260 1.000 0.032 -0.054 0.025 0.018 -0.013 0.034 | -| p4415_s | -0.003 0.068 0.002 0.163 0.151 0.028 0.000 -0.094 -0.149 -0.020 -0.002 0.221 0.044 -0.100 -0.003 -0.009 -0.054 0.032 1.000 -0.006 0.345 0.033 -0.176 -0.002 | -| jpsi_p | -0.001 0.297 0.004 0.220 -0.217 -0.049 -0.018 -0.065 -0.030 0.124 0.058 -0.028 0.014 -0.071 0.007 0.027 0.049 -0.054 -0.006 1.000 -0.005 -0.149 0.011 0.057 | -| p4160_s | 0.002 -0.066 -0.001 0.276 -0.149 0.038 -0.004 0.038 -0.171 -0.053 0.000 0.238 -0.048 0.221 -0.031 -0.035 -0.066 0.025 0.345 -0.005 1.000 -0.083 -0.069 -0.001 | -| DDstar_p | -0.012 -0.155 0.007 -0.022 0.265 0.103 -0.005 -0.189 -0.056 -0.090 0.055 -0.169 -0.156 0.015 -0.017 -0.037 0.118 0.018 0.033 -0.149 -0.083 1.000 -0.213 0.013 | -| p4415_p | 0.004 -0.057 -0.002 0.045 -0.221 0.009 -0.006 0.124 0.278 -0.038 0.019 -0.061 -0.054 0.173 -0.025 -0.020 0.008 -0.013 -0.176 0.011 -0.069 -0.213 1.000 0.015 | -| Dbar_s | -0.000 0.029 -0.000 0.002 0.004 0.001 0.001 -0.005 0.038 0.001 -0.002 -0.001 0.034 0.029 0.001 -0.000 0.048 0.034 -0.002 0.057 -0.001 0.013 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0732542250949435}), (, {'error': 0.3379690329372922}), (, {'error': 0.2684658638712776}), (, {'error': 0.20375398920947896}), (, {'error': 0.0834900101481566}), (, {'error': 0.3873839529012487}), (, {'error': 0.3065313642252194}), (, {'error': 0.06271567941211775}), (, {'error': 0.09181700422391703}), (, {'error': 0.03284801300722828}), (, {'error': 0.03104056876882172}), (, {'error': 0.16689448256098932}), (, {'error': 0.031122455284745776}), (, {'error': 0.1754193719906727}), (, {'error': 1.5462553915779598}), (, {'error': 0.9487762956716144}), (, {'error': 0.0986639119467263}), (, {'error': 0.2332739021648198}), (, {'error': 0.1991349737926954}), (, {'error': 0.024870503658791066}), (, {'error': 0.17125911531804117}), (, {'error': 0.3426878641184512}), (, {'error': 0.1663044931962956}), (, {'error': 0.023699362431228027})]) -Toy 8/25 -Time taken: 48 min -Projected time left: 1 h, 42 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1364 (1364 total) | -| EDM = 0.000114 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297211.9719208588 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 4.91 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.24 | 0.42 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.30 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.19 | 0.09 | | | -2 | 2 | | -| 5 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 6.3 | 1.4 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 8 | p4160_p | -2.08 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.460 | 0.019 | | | -2 | 2 | | -| 10| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.26 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.87 | 0.15 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 5.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.80 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 3.05 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -1.636 | 0.026 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.22 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.99 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.017 -0.024 0.115 0.281 0.058 -0.109 0.041 -0.010 -0.042 -0.001 0.056 -0.003 0.003 0.122 0.181 -0.022 0.020 0.006 -0.108 0.072 -0.024 0.057 0.001 | -| Dbar_p | 0.017 1.000 -0.009 -0.320 -0.077 0.042 0.001 0.165 -0.031 0.022 0.004 -0.077 -0.072 -0.082 -0.007 -0.017 0.252 -0.094 0.040 0.128 -0.087 -0.150 -0.106 0.023 | -| omega_p | -0.024 -0.009 1.000 0.008 0.034 -0.127 -0.032 0.049 -0.003 -0.075 -0.001 0.004 -0.003 -0.002 0.060 0.742 -0.015 -0.003 -0.005 -0.034 0.004 -0.025 0.007 0.000 | -| Ctt | 0.115 -0.320 0.008 1.000 0.678 -0.017 -0.002 -0.170 -0.371 -0.022 -0.006 0.347 0.216 -0.294 -0.026 0.021 -0.223 -0.132 0.189 0.266 0.257 -0.101 -0.018 0.000 | -| bplus_2 | 0.281 -0.077 0.034 0.678 1.000 -0.059 -0.017 -0.331 -0.051 -0.022 -0.004 0.123 0.019 -0.061 -0.053 0.073 -0.122 -0.087 -0.100 0.130 0.151 -0.327 0.204 0.002 | -| rho_s | 0.058 0.042 -0.127 -0.017 -0.059 1.000 -0.006 -0.176 0.002 0.299 0.003 -0.001 0.000 0.002 -0.034 -0.440 0.043 0.015 0.025 0.036 0.002 0.096 -0.018 0.001 | -| phi_p | -0.109 0.001 -0.032 -0.002 -0.017 -0.006 1.000 -0.008 0.004 0.006 -0.000 -0.003 0.005 0.003 -0.760 -0.021 0.007 0.002 -0.000 0.039 -0.004 0.005 -0.001 -0.000 | -| bplus_1 | 0.041 0.165 0.049 -0.170 -0.331 -0.176 -0.008 1.000 -0.022 -0.804 0.011 -0.015 -0.009 -0.009 0.031 0.099 0.129 0.049 0.122 0.010 -0.022 0.427 -0.126 0.003 | -| p4160_p | -0.010 -0.031 -0.003 -0.371 -0.051 0.002 0.004 -0.022 1.000 0.017 0.054 -0.556 -0.156 0.234 -0.004 -0.005 0.194 -0.029 -0.107 -0.068 -0.174 0.164 0.298 0.029 | -| bplus_0 | -0.042 0.022 -0.075 -0.022 -0.022 0.299 0.006 -0.804 0.017 1.000 0.001 0.015 -0.008 0.023 -0.034 -0.154 0.036 0.041 0.016 -0.052 0.028 0.017 0.015 0.001 | -| DDstar_s | -0.001 0.004 -0.001 -0.006 -0.004 0.003 -0.000 0.011 0.054 0.001 1.000 -0.000 0.027 0.041 0.000 -0.001 0.038 0.029 -0.002 0.067 0.005 0.046 0.035 -0.002 | -| p4040_s | 0.056 -0.077 0.004 0.347 0.123 -0.001 -0.003 -0.015 -0.556 0.015 -0.000 1.000 0.009 -0.249 -0.013 0.009 -0.153 0.106 0.199 -0.001 0.072 -0.165 -0.207 -0.003 | -| psi2s_p | -0.003 -0.072 -0.003 0.216 0.019 0.000 0.005 -0.009 -0.156 -0.008 0.027 0.009 1.000 -0.229 -0.005 -0.003 -0.044 -0.395 0.031 -0.032 -0.067 -0.068 -0.098 0.025 | -| p4040_p | 0.003 -0.082 -0.002 -0.294 -0.061 0.002 0.003 -0.009 0.234 0.023 0.041 -0.249 -0.229 1.000 -0.006 -0.002 0.162 -0.065 -0.019 -0.113 0.277 0.106 0.156 0.026 | -| phi_s | 0.122 -0.007 0.060 -0.026 -0.053 -0.034 -0.760 0.031 -0.004 -0.034 0.000 -0.013 -0.005 -0.006 1.000 0.073 -0.005 -0.011 -0.003 -0.015 -0.017 0.001 -0.015 -0.000 | -| omega_s | 0.181 -0.017 0.742 0.021 0.073 -0.440 -0.021 0.099 -0.005 -0.154 -0.001 0.009 -0.003 -0.002 0.073 1.000 -0.027 -0.006 -0.010 -0.055 0.010 -0.049 0.016 -0.000 | -| p3770_p | -0.022 0.252 -0.015 -0.223 -0.122 0.043 0.007 0.129 0.194 0.036 0.038 -0.153 -0.044 0.162 -0.005 -0.027 1.000 -0.279 -0.067 -0.004 -0.078 0.269 0.033 0.039 | -| p3770_s | 0.020 -0.094 -0.003 -0.132 -0.087 0.015 0.002 0.049 -0.029 0.041 0.029 0.106 -0.395 -0.065 -0.011 -0.006 -0.279 1.000 0.020 -0.052 0.011 0.119 -0.021 0.023 | -| p4415_s | 0.006 0.040 -0.005 0.189 -0.100 0.025 -0.000 0.122 -0.107 0.016 -0.002 0.199 0.031 -0.019 -0.003 -0.010 -0.067 0.020 1.000 -0.014 0.333 -0.027 -0.187 -0.000 | -| jpsi_p | -0.108 0.128 -0.034 0.266 0.130 0.036 0.039 0.010 -0.068 -0.052 0.067 -0.001 -0.032 -0.113 -0.015 -0.055 -0.004 -0.052 -0.014 1.000 -0.032 0.073 -0.036 0.049 | -| p4160_s | 0.072 -0.087 0.004 0.257 0.151 0.002 -0.004 -0.022 -0.174 0.028 0.005 0.072 -0.067 0.277 -0.017 0.010 -0.078 0.011 0.333 -0.032 1.000 -0.120 -0.144 0.001 | -| DDstar_p | -0.024 -0.150 -0.025 -0.101 -0.327 0.096 0.005 0.427 0.164 0.017 0.046 -0.165 -0.068 0.106 0.001 -0.049 0.269 0.119 -0.027 0.073 -0.120 1.000 -0.087 0.003 | -| p4415_p | 0.057 -0.106 0.007 -0.018 0.204 -0.018 -0.001 -0.126 0.298 0.015 0.035 -0.207 -0.098 0.156 -0.015 0.016 0.033 -0.021 -0.187 -0.036 -0.144 -0.087 1.000 0.016 | -| Dbar_s | 0.001 0.023 0.000 0.000 0.002 0.001 -0.000 0.003 0.029 0.001 -0.002 -0.003 0.025 0.026 -0.000 -0.000 0.039 0.023 -0.000 0.049 0.001 0.003 0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5144545364583712}), (, {'error': 0.3010478474944449}), (, {'error': 0.4206121868681225}), (, {'error': 0.21245857002385865}), (, {'error': 0.08733243142701841}), (, {'error': 0.338320747865126}), (, {'error': 1.4062132230051745}), (, {'error': 0.041908363364301815}), (, {'error': 0.10188705911256601}), (, {'error': 0.018968274410558372}), (, {'error': 0.024321027247638072}), (, {'error': 0.16797169154078329}), (, {'error': 0.03188518236089877}), (, {'error': 0.1497724036473027}), (, {'error': 1.2253277114364227}), (, {'error': 1.547525617450444}), (, {'error': 0.10105206308938985}), (, {'error': 0.22974116932931365}), (, {'error': 0.19006346737372282}), (, {'error': 0.025693276791946218}), (, {'error': 0.16410184299917763}), (, {'error': 0.3567515231744407}), (, {'error': 0.1556473901428843}), (, {'error': 0.017636269712262842})]) -Toy 9/25 -Time taken: 54 min, 15 s -Projected time left: 1 h, 36 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1284 (1284 total) | -| EDM = 0.000672 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297239.81141374185 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 0.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | -5.08 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.04 | 0.25 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.12 | 0.09 | | | -2 | 2 | | -| 5 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 0.51 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.94 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | -2.45 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.467 | 0.031 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.27 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.73 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 19.5 | 1.3 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9.4 | 0.4 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.15 | 0.12 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.36 | 0.26 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.23 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 3.5 | 1.0 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.64 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.44 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.025 0.006 -0.037 0.177 -0.244 0.142 0.024 0.002 -0.015 0.008 -0.028 0.000 -0.001 0.097 0.007 -0.000 -0.004 -0.000 0.003 -0.037 0.011 -0.024 -0.017 | -| Dbar_p | -0.025 1.000 0.023 -0.715 -0.150 0.026 0.001 -0.021 0.150 -0.014 -0.339 0.169 -0.130 -0.115 -0.018 -0.000 0.050 -0.344 0.121 0.287 0.095 -0.796 0.200 0.615 | -| omega_p | 0.006 0.023 1.000 0.011 -0.032 0.685 0.054 0.194 -0.047 -0.235 0.028 0.020 -0.018 -0.035 0.005 -0.132 -0.014 -0.018 0.028 -0.022 0.021 0.024 -0.023 0.041 | -| Ctt | -0.037 -0.715 0.011 1.000 -0.318 0.014 -0.007 0.056 -0.336 -0.010 0.233 0.086 0.243 -0.104 -0.023 0.000 -0.117 0.175 0.056 -0.419 0.096 0.606 -0.201 -0.555 | -| bplus_2 | 0.177 -0.150 -0.032 -0.318 1.000 -0.038 0.029 -0.199 -0.165 -0.014 0.184 -0.070 -0.088 -0.085 0.105 -0.006 -0.050 0.036 0.159 -0.019 -0.096 0.235 -0.252 0.012 | -| rho_s | -0.244 0.026 0.685 0.014 -0.038 1.000 -0.056 0.264 -0.075 -0.330 0.045 0.025 -0.030 -0.055 -0.091 -0.043 -0.024 -0.027 0.041 -0.040 0.026 0.046 -0.041 0.054 | -| phi_p | 0.142 0.001 0.054 -0.007 0.029 -0.056 1.000 -0.018 0.011 0.031 -0.006 -0.004 0.004 0.005 0.772 0.001 0.003 -0.001 -0.003 -0.006 -0.007 -0.016 0.005 0.000 | -| bplus_1 | 0.024 -0.021 0.194 0.056 -0.199 0.264 -0.018 1.000 0.100 -0.911 -0.085 0.026 0.052 0.086 -0.087 -0.015 -0.050 0.036 -0.083 0.121 0.022 -0.091 0.128 -0.064 | -| p4160_p | 0.002 0.150 -0.047 -0.336 -0.165 -0.075 0.011 0.100 1.000 0.107 -0.118 -0.287 0.117 0.424 0.019 0.004 0.236 0.072 -0.117 0.503 -0.051 -0.492 0.551 0.199 | -| bplus_0 | -0.015 -0.014 -0.235 -0.010 -0.014 -0.330 0.031 -0.911 0.107 1.000 -0.064 -0.044 0.039 0.066 0.109 0.017 0.062 0.023 -0.058 0.011 -0.042 -0.075 0.051 -0.063 | -| DDstar_s | 0.008 -0.339 0.028 0.233 0.184 0.045 -0.006 -0.085 -0.118 -0.064 1.000 -0.130 -0.032 -0.020 -0.007 -0.003 0.040 0.086 -0.024 -0.218 -0.084 0.412 -0.189 -0.227 | -| p4040_s | -0.028 0.169 0.020 0.086 -0.070 0.025 -0.004 0.026 -0.287 -0.044 -0.130 1.000 0.056 -0.138 -0.022 -0.000 -0.048 0.111 0.207 0.122 0.126 -0.228 -0.051 0.020 | -| psi2s_p | 0.000 -0.130 -0.018 0.243 -0.088 -0.030 0.004 0.052 0.117 0.039 -0.032 0.056 1.000 0.047 0.006 0.002 0.056 -0.105 0.002 0.227 0.015 -0.121 0.114 -0.028 | -| p4040_p | -0.001 -0.115 -0.035 -0.104 -0.085 -0.055 0.005 0.086 0.424 0.066 -0.020 -0.138 0.047 1.000 0.009 0.003 0.210 0.092 -0.057 0.319 0.311 -0.208 0.348 0.007 | -| phi_s | 0.097 -0.018 0.005 -0.023 0.105 -0.091 0.772 -0.087 0.019 0.109 -0.007 -0.022 0.006 0.009 1.000 -0.001 0.004 -0.001 -0.011 -0.011 -0.029 -0.012 -0.003 -0.019 | -| omega_s | 0.007 -0.000 -0.132 0.000 -0.006 -0.043 0.001 -0.015 0.004 0.017 -0.003 -0.000 0.002 0.003 -0.001 1.000 0.001 0.002 -0.002 0.003 0.000 -0.002 0.003 -0.002 | -| p3770_p | -0.000 0.050 -0.014 -0.117 -0.050 -0.024 0.003 -0.050 0.236 0.062 0.040 -0.048 0.056 0.210 0.004 0.001 1.000 -0.218 -0.058 0.141 0.001 -0.108 0.144 0.300 | -| p3770_s | -0.004 -0.344 -0.018 0.175 0.036 -0.027 -0.001 0.036 0.072 0.023 0.086 0.111 -0.105 0.092 -0.001 0.002 -0.218 1.000 -0.023 0.160 0.043 0.095 0.068 -0.169 | -| p4415_s | -0.000 0.121 0.028 0.056 0.159 0.041 -0.003 -0.083 -0.117 -0.058 -0.024 0.207 0.002 -0.057 -0.011 -0.002 -0.058 -0.023 1.000 -0.047 0.333 -0.032 -0.175 0.083 | -| jpsi_p | 0.003 0.287 -0.022 -0.419 -0.019 -0.040 -0.006 0.121 0.503 0.011 -0.218 0.122 0.227 0.319 -0.011 0.003 0.141 0.160 -0.047 1.000 0.078 -0.628 0.415 0.322 | -| p4160_s | -0.037 0.095 0.021 0.096 -0.096 0.026 -0.007 0.022 -0.051 -0.042 -0.084 0.126 0.015 0.311 -0.029 0.000 0.001 0.043 0.333 0.078 1.000 -0.167 -0.033 0.001 | -| DDstar_p | 0.011 -0.796 0.024 0.606 0.235 0.046 -0.016 -0.091 -0.492 -0.075 0.412 -0.228 -0.121 -0.208 -0.012 -0.002 -0.108 0.095 -0.032 -0.628 -0.167 1.000 -0.495 -0.457 | -| p4415_p | -0.024 0.200 -0.023 -0.201 -0.252 -0.041 0.005 0.128 0.551 0.051 -0.189 -0.051 0.114 0.348 -0.003 0.003 0.144 0.068 -0.175 0.415 -0.033 -0.495 1.000 0.115 | -| Dbar_s | -0.017 0.615 0.041 -0.555 0.012 0.054 0.000 -0.064 0.199 -0.063 -0.227 0.020 -0.028 0.007 -0.019 -0.002 0.300 -0.169 0.083 0.322 0.001 -0.457 0.115 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.46610105629656573}), (, {'error': 0.8971928495821402}), (, {'error': 0.22660660223901585}), (, {'error': 0.24981524088232498}), (, {'error': 0.08561617664362031}), (, {'error': 0.39323280954426}), (, {'error': 0.2647387940800092}), (, {'error': 0.06275854882101228}), (, {'error': 0.11890539451650484}), (, {'error': 0.03125912902545391}), (, {'error': 0.11216779451477804}), (, {'error': 0.17228837021976895}), (, {'error': 0.034971687513977834}), (, {'error': 0.16746986193384705}), (, {'error': 1.3368709969405366}), (, {'error': 0.4278456183374981}), (, {'error': 0.11862914059712093}), (, {'error': 0.26450699416426726}), (, {'error': 0.1951006181923307}), (, {'error': 0.034799534969416346}), (, {'error': 0.17016474726096154}), (, {'error': 0.9993113130918729}), (, {'error': 0.20692499911818518}), (, {'error': 0.44473062550451303})]) -Toy 10/25 -Time taken: 1 h, 25 s -Projected time left: 1 h, 30 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1340 (1340 total) | -| EDM = 4.44E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297285.09609595244 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.85 | 0.22 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 0.67 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | -2.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.406 | 0.029 | | | -2 | 2 | | -| 10| DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.52 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 21.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 8.7 | 1.4 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.55 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 3.34 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 4.638 | 0.024 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 -0.032 0.014 -0.037 -0.005 -0.034 -0.034 -0.003 0.040 -0.001 0.007 0.000 -0.002 -0.012 -0.004 -0.002 0.001 0.000 -0.007 0.009 -0.007 -0.000 0.000 | -| Dbar_p | 0.001 1.000 0.019 -0.453 0.017 0.042 -0.005 -0.060 -0.089 -0.041 -0.017 -0.171 -0.167 -0.143 -0.032 -0.004 0.269 -0.220 -0.010 0.092 -0.129 -0.369 0.003 0.084 | -| omega_p | -0.032 0.019 1.000 -0.002 0.010 0.567 0.000 0.156 -0.010 -0.191 0.006 0.004 -0.005 -0.005 -0.013 0.717 -0.002 -0.002 -0.001 -0.034 0.005 0.035 -0.000 0.003 | -| Ctt | 0.014 -0.453 -0.002 1.000 -0.677 -0.011 0.007 0.113 -0.327 0.028 -0.017 0.336 0.264 -0.257 -0.038 -0.017 -0.229 -0.073 -0.005 0.283 0.252 0.096 -0.006 -0.041 | -| bplus_2 | -0.037 0.017 0.010 -0.677 1.000 0.016 0.004 -0.232 0.113 -0.013 0.054 -0.230 -0.085 0.098 0.107 0.049 0.120 0.095 -0.015 -0.231 -0.236 0.291 0.005 0.011 | -| rho_s | -0.005 0.042 0.567 -0.011 0.016 1.000 -0.012 0.307 -0.015 -0.388 0.012 0.009 -0.005 -0.007 -0.094 0.151 0.001 0.001 -0.001 -0.049 0.011 0.077 -0.000 0.005 | -| phi_p | -0.034 -0.005 0.000 0.007 0.004 -0.012 1.000 -0.027 -0.002 0.038 0.002 -0.004 -0.003 -0.002 0.605 -0.029 -0.000 -0.005 -0.000 -0.004 -0.004 -0.006 0.000 0.001 | -| bplus_1 | -0.034 -0.060 0.156 0.113 -0.232 0.307 -0.027 1.000 0.004 -0.906 -0.060 0.150 0.078 0.014 -0.136 0.033 -0.184 -0.026 0.011 -0.065 0.098 -0.302 -0.004 -0.015 | -| p4160_p | -0.003 -0.089 -0.010 -0.327 0.113 -0.015 -0.002 0.004 1.000 0.010 0.120 -0.475 -0.111 0.315 0.015 0.001 0.158 0.020 0.024 -0.070 -0.104 0.113 -0.004 0.050 | -| bplus_0 | 0.040 -0.041 -0.191 0.028 -0.013 -0.388 0.038 -0.906 0.010 1.000 0.006 -0.067 -0.019 -0.005 0.164 -0.039 0.066 -0.010 -0.002 0.133 -0.047 -0.001 0.002 -0.002 | -| DDstar_s | -0.001 -0.017 0.006 -0.017 0.054 0.012 0.002 -0.060 0.120 0.006 1.000 -0.025 0.050 0.062 -0.000 0.002 0.104 0.086 0.005 0.143 -0.003 0.139 0.000 -0.009 | -| p4040_s | 0.007 -0.171 0.004 0.336 -0.230 0.009 -0.004 0.150 -0.475 -0.067 -0.025 1.000 -0.002 -0.192 -0.037 -0.011 -0.183 0.095 -0.014 0.007 0.121 -0.207 -0.004 -0.022 | -| psi2s_p | 0.000 -0.167 -0.005 0.264 -0.085 -0.005 -0.003 0.078 -0.111 -0.019 0.050 -0.002 1.000 -0.160 -0.006 -0.005 -0.046 -0.405 -0.003 -0.006 -0.037 -0.089 -0.001 0.040 | -| p4040_p | -0.002 -0.143 -0.005 -0.257 0.098 -0.007 -0.002 0.014 0.315 -0.005 0.062 -0.192 -0.160 1.000 0.008 0.001 0.144 -0.025 0.015 -0.093 0.319 0.116 -0.003 0.021 | -| phi_s | -0.012 -0.032 -0.013 -0.038 0.107 -0.094 0.605 -0.136 0.015 0.164 -0.000 -0.037 -0.006 0.008 1.000 0.018 0.005 -0.012 -0.001 0.030 -0.041 -0.014 0.001 -0.003 | -| omega_s | -0.004 -0.004 0.717 -0.017 0.049 0.151 -0.029 0.033 0.001 -0.039 0.002 -0.011 -0.005 0.001 0.018 1.000 -0.001 -0.006 -0.001 -0.011 -0.013 0.009 0.000 0.000 | -| p3770_p | -0.002 0.269 -0.002 -0.229 0.120 0.001 -0.000 -0.184 0.158 0.066 0.104 -0.183 -0.046 0.144 0.005 -0.001 1.000 -0.261 0.003 -0.004 -0.072 0.192 0.003 0.103 | -| p3770_s | 0.001 -0.220 -0.002 -0.073 0.095 0.001 -0.005 -0.026 0.020 -0.010 0.086 0.095 -0.405 -0.025 -0.012 -0.006 -0.261 1.000 0.002 -0.070 0.022 0.150 0.000 0.041 | -| p4415_s | 0.000 -0.010 -0.001 -0.005 -0.015 -0.001 -0.000 0.011 0.024 -0.002 0.005 -0.014 -0.003 0.015 -0.001 -0.001 0.003 0.002 1.000 0.000 -0.017 -0.006 -0.024 0.001 | -| jpsi_p | -0.007 0.092 -0.034 0.283 -0.231 -0.049 -0.004 -0.065 -0.070 0.133 0.143 0.007 -0.006 -0.093 0.030 -0.011 -0.004 -0.070 0.000 1.000 0.011 -0.035 -0.000 0.106 | -| p4160_s | 0.009 -0.129 0.005 0.252 -0.236 0.011 -0.004 0.098 -0.104 -0.047 -0.003 0.121 -0.037 0.319 -0.041 -0.013 -0.072 0.022 -0.017 0.011 1.000 -0.097 -0.006 -0.012 | -| DDstar_p | -0.007 -0.369 0.035 0.096 0.291 0.077 -0.006 -0.302 0.113 -0.001 0.139 -0.207 -0.089 0.116 -0.014 0.009 0.192 0.150 -0.006 -0.035 -0.097 1.000 0.007 -0.019 | -| p4415_p | -0.000 0.003 -0.000 -0.006 0.005 -0.000 0.000 -0.004 -0.004 0.002 0.000 -0.004 -0.001 -0.003 0.001 0.000 0.003 0.000 -0.024 -0.000 -0.006 0.007 1.000 0.000 | -| Dbar_s | 0.000 0.084 0.003 -0.041 0.011 0.005 0.001 -0.015 0.050 -0.002 -0.009 -0.022 0.040 0.021 -0.003 0.000 0.103 0.041 0.001 0.106 -0.012 -0.019 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08896077913917111}), (, {'error': 0.4446471682665125}), (, {'error': 0.33079730065348567}), (, {'error': 0.22408063409069823}), (, {'error': 0.08079156914461394}), (, {'error': 0.39838064675992135}), (, {'error': 0.17934800637952675}), (, {'error': 0.0604944440183357}), (, {'error': 0.10772600736190929}), (, {'error': 0.02880570053443532}), (, {'error': 0.06431650341539355}), (, {'error': 0.17489538645627695}), (, {'error': 0.031813716696851735}), (, {'error': 0.3620409316416089}), (, {'error': 1.0913654459497408}), (, {'error': 1.3654754925496242}), (, {'error': 0.10023983647035761}), (, {'error': 0.23329683491222264}), (, {'error': 0.038746886661289406}), (, {'error': 0.02422200235969285}), (, {'error': 0.1604092554735872}), (, {'error': 0.44334855184099053}), (, {'error': 0.11416606610040647}), (, {'error': 0.04135751435017626})]) -Toy 11/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 24 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1486 (1486 total) | -| EDM = 8.82E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297332.5263647866 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.17 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 5.99 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.33 | 0.20 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.14 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -0.07 | 0.36 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | 4.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 10| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.76 | 0.18 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.892 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.32 | 0.24 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 19.3 | 1.5 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 4.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.61 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.96 | 0.24 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.01 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 4.675 | 0.024 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.11 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.008 0.025 0.077 -0.203 0.110 0.131 -0.122 -0.001 0.132 -0.001 0.031 0.000 0.007 0.142 0.362 -0.011 0.016 0.003 -0.064 0.044 -0.028 0.038 0.001 | -| Dbar_p | 0.008 1.000 -0.005 -0.323 0.051 0.045 0.004 -0.097 0.005 -0.037 0.001 -0.077 -0.010 -0.088 -0.013 -0.018 0.311 -0.053 0.039 0.255 -0.064 -0.156 -0.090 0.031 | -| omega_p | 0.025 -0.005 1.000 0.005 -0.019 -0.164 0.050 -0.053 -0.000 0.061 0.000 -0.000 -0.003 -0.000 0.061 0.382 -0.002 -0.001 -0.003 -0.013 0.001 -0.013 0.002 0.000 | -| Ctt | 0.077 -0.323 0.005 1.000 -0.663 0.004 0.003 0.090 -0.337 0.022 -0.009 0.355 0.233 -0.227 -0.029 -0.004 -0.258 -0.099 0.194 0.197 0.256 -0.053 0.006 0.001 | -| bplus_2 | -0.203 0.051 -0.019 -0.663 1.000 -0.017 -0.023 -0.186 0.004 -0.021 0.006 -0.111 -0.037 -0.003 0.053 -0.004 0.095 0.055 0.083 -0.123 -0.140 0.255 -0.226 0.002 | -| rho_s | 0.110 0.045 -0.164 0.004 -0.017 1.000 0.053 0.290 -0.003 -0.348 0.000 0.024 0.013 0.005 0.010 -0.351 0.000 0.015 0.022 -0.021 0.026 0.072 0.008 -0.000 | -| phi_p | 0.131 0.004 0.050 0.003 -0.023 0.053 1.000 0.023 -0.005 -0.030 0.000 0.006 -0.005 -0.001 0.837 -0.014 -0.007 -0.000 0.003 -0.048 0.007 -0.000 0.003 0.001 | -| bplus_1 | -0.122 -0.097 -0.053 0.090 -0.186 0.290 0.023 1.000 0.016 -0.925 -0.009 0.039 0.013 0.042 -0.060 -0.140 -0.132 -0.039 -0.066 -0.098 0.016 -0.227 0.109 -0.003 | -| p4160_p | -0.001 0.005 -0.000 -0.337 0.004 -0.003 -0.005 0.016 1.000 -0.001 0.052 -0.537 -0.152 0.179 -0.004 0.000 0.196 -0.046 -0.066 -0.028 -0.149 0.130 0.274 0.033 | -| bplus_0 | 0.132 -0.037 0.061 0.022 -0.021 -0.348 -0.030 -0.925 -0.001 1.000 0.003 -0.046 -0.021 -0.027 0.064 0.160 0.044 -0.018 -0.021 0.096 -0.038 -0.043 -0.035 0.002 | -| DDstar_s | -0.001 0.001 0.000 -0.009 0.006 0.000 0.000 -0.009 0.052 0.003 1.000 -0.001 0.030 0.030 0.001 -0.000 0.032 0.032 -0.004 0.068 0.005 0.048 0.026 -0.002 | -| p4040_s | 0.031 -0.077 -0.000 0.355 -0.111 0.024 0.006 0.039 -0.537 -0.046 -0.001 1.000 0.012 -0.216 -0.015 -0.009 -0.156 0.112 0.182 -0.027 0.057 -0.144 -0.195 -0.005 | -| psi2s_p | 0.000 -0.010 -0.003 0.233 -0.037 0.013 -0.005 0.013 -0.152 -0.021 0.030 0.012 1.000 -0.221 -0.010 -0.007 -0.027 -0.431 0.036 -0.015 -0.055 -0.036 -0.089 0.033 | -| p4040_p | 0.007 -0.088 -0.000 -0.227 -0.003 0.005 -0.001 0.042 0.179 -0.027 0.030 -0.216 -0.221 1.000 -0.007 -0.003 0.148 -0.078 0.016 -0.088 0.324 0.056 0.132 0.023 | -| phi_s | 0.142 -0.013 0.061 -0.029 0.053 0.010 0.837 -0.060 -0.004 0.064 0.001 -0.015 -0.010 -0.007 1.000 0.028 -0.003 -0.013 -0.005 -0.022 -0.019 -0.009 -0.016 0.001 | -| omega_s | 0.362 -0.018 0.382 -0.004 -0.004 -0.351 -0.014 -0.140 0.000 0.160 -0.000 -0.009 -0.007 -0.003 0.028 1.000 -0.002 -0.006 -0.009 -0.008 -0.009 -0.030 -0.003 0.000 | -| p3770_p | -0.011 0.311 -0.002 -0.258 0.095 0.000 -0.007 -0.132 0.196 0.044 0.032 -0.156 -0.027 0.148 -0.003 -0.002 1.000 -0.233 -0.067 0.068 -0.055 0.204 0.035 0.040 | -| p3770_s | 0.016 -0.053 -0.001 -0.099 0.055 0.015 -0.000 -0.039 -0.046 -0.018 0.032 0.112 -0.431 -0.078 -0.013 -0.006 -0.233 1.000 0.028 -0.044 0.022 0.123 -0.027 0.031 | -| p4415_s | 0.003 0.039 -0.003 0.194 0.083 0.022 0.003 -0.066 -0.066 -0.021 -0.004 0.182 0.036 0.016 -0.005 -0.009 -0.067 0.028 1.000 -0.013 0.315 -0.029 -0.135 -0.002 | -| jpsi_p | -0.064 0.255 -0.013 0.197 -0.123 -0.021 -0.048 -0.098 -0.028 0.096 0.068 -0.027 -0.015 -0.088 -0.022 -0.008 0.068 -0.044 -0.013 1.000 -0.032 0.077 -0.025 0.057 | -| p4160_s | 0.044 -0.064 0.001 0.256 -0.140 0.026 0.007 0.016 -0.149 -0.038 0.005 0.057 -0.055 0.324 -0.019 -0.009 -0.055 0.022 0.315 -0.032 1.000 -0.060 -0.157 0.000 | -| DDstar_p | -0.028 -0.156 -0.013 -0.053 0.255 0.072 -0.000 -0.227 0.130 -0.043 0.048 -0.144 -0.036 0.056 -0.009 -0.030 0.204 0.123 -0.029 0.077 -0.060 1.000 -0.079 0.003 | -| p4415_p | 0.038 -0.090 0.002 0.006 -0.226 0.008 0.003 0.109 0.274 -0.035 0.026 -0.195 -0.089 0.132 -0.016 -0.003 0.035 -0.027 -0.135 -0.025 -0.157 -0.079 1.000 0.014 | -| Dbar_s | 0.001 0.031 0.000 0.001 0.002 -0.000 0.001 -0.003 0.033 0.002 -0.002 -0.005 0.033 0.023 0.001 0.000 0.040 0.031 -0.002 0.057 0.000 0.003 0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2020838086399417}), (, {'error': 0.33860668512804537}), (, {'error': 0.30023707937084154}), (, {'error': 0.19819908931390917}), (, {'error': 0.08273510605231849}), (, {'error': 0.34089409103603374}), (, {'error': 0.3645589218124292}), (, {'error': 0.06267061083355063}), (, {'error': 0.1030203289338294}), (, {'error': 0.032270290903968046}), (, {'error': 0.029609416082831685}), (, {'error': 0.17875036103549247}), (, {'error': 0.030796397575513446}), (, {'error': 0.24107277589358844}), (, {'error': 1.5186156967222129}), (, {'error': 1.053523412977949}), (, {'error': 0.10813985417628613}), (, {'error': 0.24117401015948703}), (, {'error': 0.19734981201407326}), (, {'error': 0.024366975642724498}), (, {'error': 0.1745158932840093}), (, {'error': 0.34833703783943415}), (, {'error': 0.21006555411210304}), (, {'error': 0.02369418678103763})]) -Toy 12/25 -Time taken: 1 h, 13 min -Projected time left: 1 h, 19 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1675 (1675 total) | -| EDM = 0.0136 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297069.1924293397 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.32 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -2.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.08 | 0.26 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.08 | 0.11 | | | -2 | 2 | | -| 5 | rho_s | 1.58 | 0.29 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -5.41 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 1.15 | 0.07 | | | -2 | 2 | | -| 8 | p4160_p | -2.14 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.56 | 0.04 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.32 | 0.23 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 21.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 4.2 | 0.6 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -3.14 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.65 | 0.26 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.70 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 3.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.03 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.026 0.038 0.076 -0.281 0.310 -0.250 -0.012 -0.027 -0.008 0.002 0.037 -0.007 -0.003 -0.159 0.055 -0.004 0.006 0.021 -0.018 0.058 0.017 0.011 0.017 | -| Dbar_p | 0.026 1.000 -0.001 -0.740 0.250 0.098 0.010 -0.109 0.440 -0.216 -0.322 0.014 0.051 0.167 -0.029 -0.009 0.507 -0.017 0.006 0.495 -0.022 -0.717 0.286 0.230 | -| omega_p | 0.038 -0.001 1.000 0.002 -0.003 0.001 -0.004 -0.002 -0.001 0.002 0.000 0.000 -0.000 -0.001 -0.004 -0.018 -0.001 -0.000 0.000 -0.001 0.000 0.001 -0.000 -0.000 | -| Ctt | 0.076 -0.740 0.002 1.000 -0.602 -0.073 -0.033 0.097 -0.563 0.159 0.242 0.212 0.056 -0.304 -0.032 0.009 -0.453 -0.098 0.153 -0.581 0.103 0.630 -0.354 -0.197 | -| bplus_2 | -0.281 0.250 -0.003 -0.602 1.000 0.046 0.085 -0.115 0.141 -0.116 0.020 -0.001 0.013 0.074 0.146 -0.013 0.117 0.062 0.092 0.281 -0.073 -0.230 -0.008 0.123 | -| rho_s | 0.310 0.098 0.001 -0.073 0.046 1.000 0.007 0.181 0.017 -0.234 0.007 0.022 0.002 0.003 -0.062 -0.098 0.030 -0.007 0.028 0.044 0.008 -0.055 0.007 0.044 | -| phi_p | -0.250 0.010 -0.004 -0.033 0.085 0.007 1.000 -0.003 0.032 0.009 -0.011 -0.011 0.014 0.017 0.500 -0.025 0.020 0.008 -0.009 0.024 -0.013 -0.035 0.017 -0.002 | -| bplus_1 | -0.012 -0.109 -0.002 0.097 -0.115 0.181 -0.003 1.000 -0.024 -0.906 -0.013 -0.005 0.004 0.007 -0.085 -0.020 -0.083 -0.000 -0.031 -0.015 0.013 0.051 0.017 -0.047 | -| p4160_p | -0.027 0.440 -0.001 -0.563 0.141 0.017 0.032 -0.024 1.000 -0.023 -0.237 -0.301 0.279 0.509 0.023 -0.003 0.545 0.264 -0.104 0.718 0.073 -0.790 0.696 0.067 | -| bplus_0 | -0.008 -0.216 0.002 0.159 -0.116 -0.234 0.009 -0.906 -0.023 1.000 -0.019 -0.062 0.002 -0.009 0.103 0.023 -0.049 0.009 -0.076 -0.115 -0.033 0.112 -0.012 -0.105 | -| DDstar_s | 0.002 -0.322 0.000 0.242 0.020 0.007 -0.011 -0.013 -0.237 -0.019 1.000 -0.049 -0.119 -0.167 -0.007 -0.000 -0.152 -0.057 -0.002 -0.293 -0.067 0.359 -0.234 -0.047 | -| p4040_s | 0.037 0.014 0.000 0.212 -0.001 0.022 -0.011 -0.005 -0.301 -0.062 -0.049 1.000 0.056 -0.180 -0.028 -0.001 -0.074 0.125 0.125 -0.028 -0.162 0.009 -0.202 -0.065 | -| psi2s_p | -0.007 0.051 -0.000 0.056 0.013 0.002 0.014 0.004 0.279 0.002 -0.119 0.056 1.000 0.170 0.008 -0.001 0.202 -0.027 -0.009 0.364 0.037 -0.361 0.249 0.008 | -| p4040_p | -0.003 0.167 -0.001 -0.304 0.074 0.003 0.017 0.007 0.509 -0.009 -0.167 -0.180 0.170 1.000 0.006 -0.001 0.398 0.227 0.002 0.527 0.371 -0.560 0.486 -0.011 | -| phi_s | -0.159 -0.029 -0.004 -0.032 0.146 -0.062 0.500 -0.085 0.023 0.103 -0.007 -0.028 0.008 0.006 1.000 -0.005 0.002 -0.002 -0.023 -0.003 -0.036 -0.013 0.001 -0.020 | -| omega_s | 0.055 -0.009 -0.018 0.009 -0.013 -0.098 -0.025 -0.020 -0.003 0.023 -0.000 -0.001 -0.001 -0.001 -0.005 1.000 -0.004 0.001 -0.002 -0.006 0.001 0.006 -0.001 -0.004 | -| p3770_p | -0.004 0.507 -0.001 -0.453 0.117 0.030 0.020 -0.083 0.545 -0.049 -0.152 -0.074 0.202 0.398 0.002 -0.004 1.000 -0.045 -0.064 0.509 0.076 -0.605 0.427 0.263 | -| p3770_s | 0.006 -0.017 -0.000 -0.098 0.062 -0.007 0.008 -0.000 0.264 0.009 -0.057 0.125 -0.027 0.227 -0.002 0.001 -0.045 1.000 -0.006 0.357 0.105 -0.305 0.258 -0.011 | -| p4415_s | 0.021 0.006 0.000 0.153 0.092 0.028 -0.009 -0.031 -0.104 -0.076 -0.002 0.125 -0.009 0.002 -0.023 -0.002 -0.064 -0.006 1.000 -0.084 0.290 0.059 -0.178 -0.001 | -| jpsi_p | -0.018 0.495 -0.001 -0.581 0.281 0.044 0.024 -0.015 0.718 -0.115 -0.293 -0.028 0.364 0.527 -0.003 -0.006 0.509 0.357 -0.084 1.000 0.102 -0.834 0.580 0.110 | -| p4160_s | 0.058 -0.022 0.000 0.103 -0.073 0.008 -0.013 0.013 0.073 -0.033 -0.067 -0.162 0.037 0.371 -0.036 0.001 0.076 0.105 0.290 0.102 1.000 -0.136 0.007 -0.088 | -| DDstar_p | 0.017 -0.717 0.001 0.630 -0.230 -0.055 -0.035 0.051 -0.790 0.112 0.359 0.009 -0.361 -0.560 -0.013 0.006 -0.605 -0.305 0.059 -0.834 -0.136 1.000 -0.646 -0.003 | -| p4415_p | 0.011 0.286 -0.000 -0.354 -0.008 0.007 0.017 0.017 0.696 -0.012 -0.234 -0.202 0.249 0.486 0.001 -0.001 0.427 0.258 -0.178 0.580 0.007 -0.646 1.000 -0.031 | -| Dbar_s | 0.017 0.230 -0.000 -0.197 0.123 0.044 -0.002 -0.047 0.067 -0.105 -0.047 -0.065 0.008 -0.011 -0.020 -0.004 0.263 -0.011 -0.001 0.110 -0.088 -0.003 -0.031 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22322694227485096}), (, {'error': 0.7874647111263426}), (, {'error': 0.11471651015557516}), (, {'error': 0.2614798040855447}), (, {'error': 0.10580847213435762}), (, {'error': 0.2881075721587222}), (, {'error': 0.14539700500720087}), (, {'error': 0.0737724542995708}), (, {'error': 0.16915708541733387}), (, {'error': 0.037386640108751146}), (, {'error': 0.4190518282392098}), (, {'error': 0.17378211793722959}), (, {'error': 0.036271569779740886}), (, {'error': 0.23495215684863346}), (, {'error': 0.9652736912081075}), (, {'error': 0.5872745941330724}), (, {'error': 0.13371085696560492}), (, {'error': 0.25976615307046114}), (, {'error': 0.1865846236724199}), (, {'error': 0.04551838358048377}), (, {'error': 0.16545832604452304}), (, {'error': 1.0854436017680458}), (, {'error': 0.2314325727586466}), (, {'error': 0.40204861065113745})]) -Toy 13/25 -Time taken: 1 h, 21 min -Projected time left: 1 h, 14 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.032E+05 | Ncalls=534 (545 total) | -| EDM = 3.41E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 303201.60398485046 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 1.008 | 0.007 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 5.866 | 0.012 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.757 | 0.002 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 1.257 | 0.006 | | | -2 | 2 | | -| 5 | rho_s | 1.834E-1 | 0.007E-1 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 3.196 | 0.014 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -1.574 | 0.009 | | | -2 | 2 | | -| 8 | p4160_p | -6.054 | 0.007 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 1.2 | 2.0 | | | -2 | 2 | | -| 10| DDstar_s | -1.352E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.973 | 0.001 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | -0.60 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 0.620E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.207 | 0.005 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 0.856E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 0.605E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 1.439 | 0.001 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.810 | 0.001 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 4.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.330E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -1.791 | 0.030 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -0.611E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 2.907E-1 | 0.001E-1 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.022 -0.001 0.005 -0.021 -0.005 0.019 -0.023 0.022 -0.023 0.021 -0.000 0.023 0.017 0.007 0.002 0.013 0.003 -0.006 0.023 -0.007 0.022 0.013 -0.004 | -| Dbar_p | -0.022 1.000 0.050 -0.206 0.925 0.219 -0.817 0.971 -0.948 0.980 -0.889 0.017 -0.977 -0.722 -0.314 -0.064 -0.557 -0.129 0.267 -0.977 0.294 -0.962 -0.578 0.184 | -| omega_p | -0.001 0.050 1.000 -0.011 0.048 0.011 -0.042 0.050 -0.049 0.051 -0.046 0.001 -0.051 -0.037 -0.016 -0.003 -0.029 -0.007 0.014 -0.051 0.015 -0.050 -0.030 0.010 | -| Ctt | 0.005 -0.206 -0.011 1.000 -0.199 -0.047 0.176 -0.209 0.204 -0.211 0.191 -0.004 0.210 0.155 0.068 0.014 0.120 0.028 -0.058 0.210 -0.063 0.207 0.124 -0.040 | -| bplus_2 | -0.021 0.925 0.048 -0.199 1.000 0.211 -0.787 0.936 -0.913 0.944 -0.857 0.016 -0.941 -0.696 -0.303 -0.062 -0.536 -0.125 0.258 -0.942 0.283 -0.927 -0.557 0.177 | -| rho_s | -0.005 0.219 0.011 -0.047 0.211 1.000 -0.187 0.222 -0.217 0.224 -0.203 0.004 -0.223 -0.165 -0.072 -0.015 -0.127 -0.030 0.061 -0.223 0.067 -0.220 -0.132 0.042 | -| phi_p | 0.019 -0.817 -0.042 0.176 -0.787 -0.187 1.000 -0.826 0.807 -0.834 0.757 -0.015 0.831 0.615 0.267 0.055 0.474 0.110 -0.227 0.831 -0.250 0.818 0.492 -0.156 | -| bplus_1 | -0.023 0.971 0.050 -0.209 0.936 0.222 -0.826 1.000 -0.959 0.991 -0.900 0.017 -0.988 -0.731 -0.318 -0.065 -0.563 -0.131 0.270 -0.989 0.298 -0.973 -0.585 0.186 | -| p4160_p | 0.022 -0.948 -0.049 0.204 -0.913 -0.217 0.807 -0.959 1.000 -0.968 0.878 -0.017 0.965 0.713 0.310 0.063 0.550 0.128 -0.264 0.965 -0.291 0.950 0.571 -0.181 | -| bplus_0 | -0.023 0.980 0.051 -0.211 0.944 0.224 -0.834 0.991 -0.968 1.000 -0.908 0.017 -0.997 -0.737 -0.321 -0.065 -0.568 -0.132 0.273 -0.997 0.300 -0.982 -0.590 0.188 | -| DDstar_s | 0.021 -0.889 -0.046 0.191 -0.857 -0.203 0.757 -0.900 0.878 -0.908 1.000 -0.016 0.905 0.669 0.291 0.059 0.516 0.120 -0.248 0.905 -0.272 0.891 0.535 -0.170 | -| p4040_s | -0.000 0.017 0.001 -0.004 0.016 0.004 -0.015 0.017 -0.017 0.017 -0.016 1.000 -0.017 -0.013 -0.006 -0.001 -0.010 -0.002 0.005 -0.017 0.005 -0.017 -0.010 0.003 | -| psi2s_p | 0.023 -0.977 -0.051 0.210 -0.941 -0.223 0.831 -0.988 0.965 -0.997 0.905 -0.017 1.000 0.735 0.320 0.065 0.566 0.132 -0.272 0.994 -0.299 0.979 0.588 -0.187 | -| p4040_p | 0.017 -0.722 -0.037 0.155 -0.696 -0.165 0.615 -0.731 0.713 -0.737 0.669 -0.013 0.735 1.000 0.237 0.048 0.419 0.097 -0.201 0.735 -0.221 0.724 0.435 -0.138 | -| phi_s | 0.007 -0.314 -0.016 0.068 -0.303 -0.072 0.267 -0.318 0.310 -0.321 0.291 -0.006 0.320 0.237 1.000 0.021 0.182 0.042 -0.088 0.320 -0.096 0.315 0.189 -0.060 | -| omega_s | 0.002 -0.064 -0.003 0.014 -0.062 -0.015 0.055 -0.065 0.063 -0.065 0.059 -0.001 0.065 0.048 0.021 1.000 0.037 0.009 -0.018 0.065 -0.020 0.064 0.039 -0.012 | -| p3770_p | 0.013 -0.557 -0.029 0.120 -0.536 -0.127 0.474 -0.563 0.550 -0.568 0.516 -0.010 0.566 0.419 0.182 0.037 1.000 0.075 -0.155 0.567 -0.171 0.558 0.335 -0.107 | -| p3770_s | 0.003 -0.129 -0.007 0.028 -0.125 -0.030 0.110 -0.131 0.128 -0.132 0.120 -0.002 0.132 0.097 0.042 0.009 0.075 1.000 -0.036 0.132 -0.040 0.130 0.078 -0.025 | -| p4415_s | -0.006 0.267 0.014 -0.058 0.258 0.061 -0.227 0.270 -0.264 0.273 -0.248 0.005 -0.272 -0.201 -0.088 -0.018 -0.155 -0.036 1.000 -0.272 0.082 -0.268 -0.161 0.051 | -| jpsi_p | 0.023 -0.977 -0.051 0.210 -0.942 -0.223 0.831 -0.989 0.965 -0.997 0.905 -0.017 0.994 0.735 0.320 0.065 0.567 0.132 -0.272 1.000 -0.299 0.979 0.588 -0.187 | -| p4160_s | -0.007 0.294 0.015 -0.063 0.283 0.067 -0.250 0.298 -0.291 0.300 -0.272 0.005 -0.299 -0.221 -0.096 -0.020 -0.171 -0.040 0.082 -0.299 1.000 -0.295 -0.177 0.056 | -| DDstar_p | 0.022 -0.962 -0.050 0.207 -0.927 -0.220 0.818 -0.973 0.950 -0.982 0.891 -0.017 0.979 0.724 0.315 0.064 0.558 0.130 -0.268 0.979 -0.295 1.000 0.579 -0.184 | -| p4415_p | 0.013 -0.578 -0.030 0.124 -0.557 -0.132 0.492 -0.585 0.571 -0.590 0.535 -0.010 0.588 0.435 0.189 0.039 0.335 0.078 -0.161 0.588 -0.177 0.579 1.000 -0.111 | -| Dbar_s | -0.004 0.184 0.010 -0.040 0.177 0.042 -0.156 0.186 -0.181 0.188 -0.170 0.003 -0.187 -0.138 -0.060 -0.012 -0.107 -0.025 0.051 -0.187 0.056 -0.184 -0.111 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007273998351983835}), (, {'error': 0.011935076244322218}), (, {'error': 0.0004464889818374118}), (, {'error': 0.0015591732016543292}), (, {'error': 0.00568298342666318}), (, {'error': 0.0006708044445392636}), (, {'error': 0.014276003713733054}), (, {'error': 0.008979691218408914}), (, {'error': 0.006965325337111139}), (, {'error': 2.0352242370329936}), (, {'error': 0.0007549732279138743}), (, {'error': 0.0011977931519324136}), (, {'error': 0.055082279149285096}), (, {'error': 0.0019172328207712752}), (, {'error': 0.0053666028423347}), (, {'error': 0.002304891774174145}), (, {'error': 0.002515353798821174}), (, {'error': 0.0014142601038598102}), (, {'error': 0.0012762131335416482}), (, {'error': 0.0323426018840518}), (, {'error': 0.001240598644770774}), (, {'error': 0.029783922726194234}), (, {'error': 0.0020870132955224108}), (, {'error': 9.008812106070518e-05})]) -Toy 14/25 -Time taken: 1 h, 25 min -Projected time left: 1 h, 7 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1333 (1333 total) | -| EDM = 0.00809 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297155.15807920205 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.015 | 0.343 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.06 | 0.19 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.15 | 0.07 | | | -2 | 2 | | -| 5 | rho_s | 0.84 | 0.29 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -0.30 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.951 | 0.015 | | | -2 | 2 | | -| 8 | p4160_p | -2.10 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.471 | 0.007 | | | -2 | 2 | | -| 10| DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.01 | 0.14 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.79 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.46 | 0.26 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 15.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 7.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.43 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 3.2 | 0.4 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.19 | 0.16 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.07 | 0.14 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -0.11 | 0.87 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.32 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.54 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.048 0.014 0.070 -0.085 0.123 0.066 0.004 0.065 0.043 0.017 0.007 0.062 0.071 0.095 0.320 0.054 0.076 -0.025 0.076 0.015 0.073 0.053 -0.077 | -| Dbar_p | -0.048 1.000 0.001 -0.455 -0.394 0.045 -0.028 -0.219 -0.504 -0.207 -0.134 0.176 -0.531 -0.508 -0.034 -0.037 -0.668 -0.559 0.159 -0.599 0.151 -0.641 -0.205 0.636 | -| omega_p | 0.014 0.001 1.000 -0.001 0.000 0.012 -0.001 -0.001 -0.001 -0.000 -0.000 -0.000 -0.001 -0.001 -0.003 -0.080 -0.001 -0.001 0.000 -0.001 -0.000 -0.001 -0.001 0.001 | -| Ctt | 0.070 -0.455 -0.001 1.000 0.399 -0.095 0.032 0.534 0.559 0.522 0.292 0.025 0.743 0.619 0.056 0.065 0.610 0.712 -0.086 0.680 0.018 0.776 0.338 -0.835 | -| bplus_2 | -0.085 -0.394 0.000 0.399 1.000 -0.123 0.017 0.304 0.502 0.299 0.228 -0.084 0.571 0.542 0.100 0.057 0.511 0.595 -0.090 0.630 -0.101 0.624 0.216 -0.686 | -| rho_s | 0.123 0.045 0.012 -0.095 -0.123 1.000 0.037 -0.084 -0.090 -0.143 -0.026 0.027 -0.090 -0.094 0.042 -0.267 -0.087 -0.098 0.038 -0.094 0.025 -0.107 -0.042 0.116 | -| phi_p | 0.066 -0.028 -0.001 0.032 0.017 0.037 1.000 0.018 0.032 0.013 0.012 -0.003 0.033 0.034 0.561 -0.016 0.030 0.036 -0.010 0.034 -0.002 0.035 0.019 -0.040 | -| bplus_1 | 0.004 -0.219 -0.001 0.534 0.304 -0.084 0.018 1.000 0.486 0.078 0.121 -0.131 0.470 0.502 0.049 0.044 0.427 0.508 -0.243 0.495 -0.111 0.573 0.265 -0.608 | -| p4160_p | 0.065 -0.504 -0.001 0.559 0.502 -0.090 0.032 0.486 1.000 0.475 0.250 -0.303 0.636 0.688 0.056 0.062 0.670 0.688 -0.178 0.735 -0.114 0.638 0.473 -0.770 | -| bplus_0 | 0.043 -0.207 -0.000 0.522 0.299 -0.143 0.013 0.078 0.475 1.000 0.117 -0.135 0.458 0.489 0.062 0.075 0.424 0.497 -0.238 0.474 -0.115 0.559 0.252 -0.594 | -| DDstar_s | 0.017 -0.134 -0.000 0.292 0.228 -0.026 0.012 0.121 0.250 0.117 1.000 -0.088 0.246 0.265 0.021 0.020 0.262 0.283 -0.106 0.257 -0.065 0.319 0.105 -0.328 | -| p4040_s | 0.007 0.176 -0.000 0.025 -0.084 0.027 -0.003 -0.131 -0.303 -0.135 -0.088 1.000 -0.117 -0.162 -0.020 -0.014 -0.126 -0.057 0.126 -0.109 -0.018 -0.144 -0.149 0.124 | -| psi2s_p | 0.062 -0.531 -0.001 0.743 0.571 -0.090 0.033 0.470 0.636 0.458 0.246 -0.117 1.000 0.641 0.058 0.063 0.664 0.648 -0.190 0.763 -0.113 0.720 0.336 -0.819 | -| p4040_p | 0.071 -0.508 -0.001 0.619 0.542 -0.094 0.034 0.502 0.688 0.489 0.265 -0.162 0.641 1.000 0.057 0.066 0.687 0.708 -0.175 0.747 0.087 0.713 0.418 -0.817 | -| phi_s | 0.095 -0.034 -0.003 0.056 0.100 0.042 0.561 0.049 0.056 0.062 0.021 -0.020 0.058 0.057 1.000 0.026 0.054 0.059 -0.022 0.053 -0.021 0.067 0.022 -0.075 | -| omega_s | 0.320 -0.037 -0.080 0.065 0.057 -0.267 -0.016 0.044 0.062 0.075 0.020 -0.014 0.063 0.066 0.026 1.000 0.058 0.069 -0.025 0.065 -0.012 0.075 0.033 -0.081 | -| p3770_p | 0.054 -0.668 -0.001 0.610 0.511 -0.087 0.030 0.427 0.670 0.424 0.262 -0.126 0.664 0.687 0.054 0.058 1.000 0.628 -0.210 0.721 -0.092 0.693 0.364 -0.777 | -| p3770_s | 0.076 -0.559 -0.001 0.712 0.595 -0.098 0.036 0.508 0.688 0.497 0.283 -0.057 0.648 0.708 0.059 0.069 0.628 1.000 -0.198 0.806 -0.072 0.783 0.384 -0.877 | -| p4415_s | -0.025 0.159 0.000 -0.086 -0.090 0.038 -0.010 -0.243 -0.178 -0.238 -0.106 0.126 -0.190 -0.175 -0.022 -0.025 -0.210 -0.198 1.000 -0.230 0.246 -0.198 -0.193 0.230 | -| jpsi_p | 0.076 -0.599 -0.001 0.680 0.630 -0.094 0.034 0.495 0.735 0.474 0.257 -0.109 0.763 0.747 0.053 0.065 0.721 0.806 -0.230 1.000 -0.104 0.763 0.398 -0.885 | -| p4160_s | 0.015 0.151 -0.000 0.018 -0.101 0.025 -0.002 -0.111 -0.114 -0.115 -0.065 -0.018 -0.113 0.087 -0.021 -0.012 -0.092 -0.072 0.246 -0.104 1.000 -0.105 -0.131 0.096 | -| DDstar_p | 0.073 -0.641 -0.001 0.776 0.624 -0.107 0.035 0.573 0.638 0.559 0.319 -0.144 0.720 0.713 0.067 0.075 0.693 0.783 -0.198 0.763 -0.105 1.000 0.314 -0.938 | -| p4415_p | 0.053 -0.205 -0.001 0.338 0.216 -0.042 0.019 0.265 0.473 0.252 0.105 -0.149 0.336 0.418 0.022 0.033 0.364 0.384 -0.193 0.398 -0.131 0.314 1.000 -0.415 | -| Dbar_s | -0.077 0.636 0.001 -0.835 -0.686 0.116 -0.040 -0.608 -0.770 -0.594 -0.328 0.124 -0.819 -0.817 -0.075 -0.081 -0.777 -0.877 0.230 -0.885 0.096 -0.938 -0.415 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.34282638383732555}), (, {'error': 0.33705079609858624}), (, {'error': 0.07586875945693983}), (, {'error': 0.19325906600956866}), (, {'error': 0.06912037894163703}), (, {'error': 0.2936064942961338}), (, {'error': 0.18839569842807125}), (, {'error': 0.014824071674459427}), (, {'error': 0.13840053197173185}), (, {'error': 0.007290547441337503}), (, {'error': 0.05589869131619224}), (, {'error': 0.136485789734132}), (, {'error': 0.04626667153799513}), (, {'error': 0.26377289651757896}), (, {'error': 0.9003930239327138}), (, {'error': 0.7948368109280421}), (, {'error': 0.13721361611136462}), (, {'error': 0.40254382633412966}), (, {'error': 0.16105216070749107}), (, {'error': 0.04620867249202654}), (, {'error': 0.13646820262664805}), (, {'error': 0.8744086806146272}), (, {'error': 0.16753775950915695}), (, {'error': 0.5383112263043438})]) -Toy 15/25 -Time taken: 1 h, 32 min -Projected time left: 1 h, 1 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1651 (1651 total) | -| EDM = 0.000313 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297040.3539921699 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.21 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 0.9 | 1.2 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.12 | 0.30 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.17 | 0.09 | | | -2 | 2 | | -| 5 | rho_s | 1.95 | 0.30 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 0.18 | 0.51 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -1.023 | 0.031 | | | -2 | 2 | | -| 8 | p4160_p | 3.81 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.532 | 0.015 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.16 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.91 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.3 | 1.9 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 5.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.81 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.47 | 0.25 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.76 | 0.18 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.65 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.64 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 3.3 | 1.5 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.95 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.28 | 0.09 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.026 -0.053 0.026 0.238 0.231 0.054 0.063 0.033 -0.068 -0.031 0.044 0.014 0.023 0.079 0.509 0.005 0.021 -0.000 0.025 0.046 -0.033 0.052 0.007 | -| Dbar_p | -0.026 1.000 0.001 0.818 -0.058 -0.043 -0.011 -0.174 -0.541 -0.111 0.524 -0.159 -0.070 -0.155 0.002 0.008 -0.358 0.230 -0.127 -0.595 -0.186 0.884 -0.555 -0.360 | -| omega_p | -0.053 0.001 1.000 0.000 -0.010 0.030 -0.016 -0.005 -0.004 0.008 0.003 -0.002 -0.002 -0.003 -0.021 -0.194 -0.000 -0.002 0.001 -0.002 -0.002 0.004 -0.005 0.001 | -| Ctt | 0.026 0.818 0.000 1.000 0.313 -0.009 -0.012 -0.155 -0.629 -0.082 0.439 0.005 -0.004 -0.336 -0.011 0.013 -0.374 0.072 0.030 -0.672 -0.010 0.780 -0.558 -0.371 | -| bplus_2 | 0.238 -0.058 -0.010 0.313 1.000 0.079 -0.018 -0.213 0.053 -0.078 -0.107 0.065 0.026 0.020 -0.061 0.049 0.036 -0.043 -0.090 -0.070 0.085 -0.053 0.128 -0.057 | -| rho_s | 0.231 -0.043 0.030 -0.009 0.079 1.000 0.012 -0.023 -0.008 0.104 0.005 0.021 -0.012 -0.019 0.017 -0.132 0.005 -0.017 0.027 -0.002 0.031 -0.015 0.003 0.042 | -| phi_p | 0.054 -0.011 -0.016 -0.012 -0.018 0.012 1.000 -0.006 0.013 0.000 -0.009 0.002 0.004 0.006 0.914 -0.069 0.003 -0.002 0.001 -0.006 0.001 -0.020 0.013 0.004 | -| bplus_1 | 0.063 -0.174 -0.005 -0.155 -0.213 -0.023 -0.006 1.000 -0.096 -0.697 0.089 0.031 -0.081 -0.133 -0.003 0.030 0.017 -0.108 0.162 -0.013 0.066 -0.031 -0.088 0.223 | -| p4160_p | 0.033 -0.541 -0.004 -0.629 0.053 -0.008 0.013 -0.096 1.000 -0.044 -0.368 -0.042 0.288 0.577 0.003 0.005 0.427 0.121 0.019 0.754 0.058 -0.776 0.778 0.201 | -| bplus_0 | -0.068 -0.111 0.008 -0.082 -0.078 0.104 0.000 -0.697 -0.044 1.000 0.048 0.035 -0.048 -0.066 -0.009 -0.047 0.034 -0.040 0.104 0.002 0.067 -0.019 -0.037 0.140 | -| DDstar_s | -0.031 0.524 0.003 0.439 -0.107 0.005 -0.009 0.089 -0.368 0.048 1.000 -0.177 -0.139 -0.146 -0.002 -0.007 -0.146 0.072 -0.066 -0.432 -0.149 0.554 -0.408 -0.192 | -| p4040_s | 0.044 -0.159 -0.002 0.005 0.065 0.021 0.002 0.031 -0.042 0.035 -0.177 1.000 0.089 -0.030 -0.009 0.006 0.035 0.150 0.191 0.200 0.273 -0.244 0.096 -0.063 | -| psi2s_p | 0.014 -0.070 -0.002 -0.004 0.026 -0.012 0.004 -0.081 0.288 -0.048 -0.139 0.089 1.000 0.141 0.000 0.004 0.164 -0.110 0.014 0.371 0.056 -0.291 0.283 0.033 | -| p4040_p | 0.023 -0.155 -0.003 -0.336 0.020 -0.019 0.006 -0.133 0.577 -0.066 -0.146 -0.030 0.141 1.000 0.000 0.007 0.313 0.119 -0.022 0.452 0.277 -0.387 0.502 0.074 | -| phi_s | 0.079 0.002 -0.021 -0.011 -0.061 0.017 0.914 -0.003 0.003 -0.009 -0.002 -0.009 0.000 0.000 1.000 -0.040 -0.002 -0.007 -0.003 -0.019 -0.012 -0.008 -0.001 -0.004 | -| omega_s | 0.509 0.008 -0.194 0.013 0.049 -0.132 -0.069 0.030 0.005 -0.047 -0.007 0.006 0.004 0.007 -0.040 1.000 -0.004 0.008 -0.007 -0.002 0.004 -0.000 0.009 -0.010 | -| p3770_p | 0.005 -0.358 -0.000 -0.374 0.036 0.005 0.003 0.017 0.427 0.034 -0.146 0.035 0.164 0.313 -0.002 -0.004 1.000 -0.183 -0.014 0.366 0.056 -0.406 0.378 0.372 | -| p3770_s | 0.021 0.230 -0.002 0.072 -0.043 -0.017 -0.002 -0.108 0.121 -0.040 0.072 0.150 -0.110 0.119 -0.007 0.008 -0.183 1.000 -0.021 0.167 0.049 0.012 0.112 -0.066 | -| p4415_s | -0.000 -0.127 0.001 0.030 -0.090 0.027 0.001 0.162 0.019 0.104 -0.066 0.191 0.014 -0.022 -0.003 -0.007 -0.014 -0.021 1.000 0.014 0.306 -0.084 -0.054 0.050 | -| jpsi_p | 0.025 -0.595 -0.002 -0.672 -0.070 -0.002 -0.006 -0.013 0.754 0.002 -0.432 0.200 0.371 0.452 -0.019 -0.002 0.366 0.167 0.014 1.000 0.149 -0.821 0.711 0.252 | -| p4160_s | 0.046 -0.186 -0.002 -0.010 0.085 0.031 0.001 0.066 0.058 0.067 -0.149 0.273 0.056 0.277 -0.012 0.004 0.056 0.049 0.306 0.149 1.000 -0.223 0.046 -0.003 | -| DDstar_p | -0.033 0.884 0.004 0.780 -0.053 -0.015 -0.020 -0.031 -0.776 -0.019 0.554 -0.244 -0.291 -0.387 -0.008 -0.000 -0.406 0.012 -0.084 -0.821 -0.223 1.000 -0.770 -0.240 | -| p4415_p | 0.052 -0.555 -0.005 -0.558 0.128 0.003 0.013 -0.088 0.778 -0.037 -0.408 0.096 0.283 0.502 -0.001 0.009 0.378 0.112 -0.054 0.711 0.046 -0.770 1.000 0.140 | -| Dbar_s | 0.007 -0.360 0.001 -0.371 -0.057 0.042 0.004 0.223 0.201 0.140 -0.192 -0.063 0.033 0.074 -0.004 -0.010 0.372 -0.066 0.050 0.252 -0.003 -0.240 0.140 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17496424533907362}), (, {'error': 1.2402258598478597}), (, {'error': 0.2670726255137179}), (, {'error': 0.29952892261880715}), (, {'error': 0.0852563394974255}), (, {'error': 0.30110588482154765}), (, {'error': 0.5089736782361882}), (, {'error': 0.03097741052179037}), (, {'error': 0.15473002654534707}), (, {'error': 0.015324436468785674}), (, {'error': 0.43210947229124913}), (, {'error': 0.16967009038807102}), (, {'error': 0.035761950830921485}), (, {'error': 0.19104931093743716}), (, {'error': 1.8695893199750824}), (, {'error': 0.9749187255600402}), (, {'error': 0.1276636563584519}), (, {'error': 0.24801930071827205}), (, {'error': 0.18106072190147782}), (, {'error': 0.050104593119701946}), (, {'error': 0.16785096176831926}), (, {'error': 1.5179480085208361}), (, {'error': 0.21033578533002206}), (, {'error': 0.08939154333380092})]) -Toy 16/25 -Time taken: 1 h, 40 min -Projected time left: 56 min, 15 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1294 (1294 total) | -| EDM = 3.9E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297427.401908233 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.28 | 0.49 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.84 | 0.19 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.38 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 6.03 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 8 | p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.480 | 0.020 | | | -2 | 2 | | -| 10| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -3.67 | 0.13 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 16.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 7.5 | 1.7 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.51 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.66 | 0.24 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.29 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.574 | 0.027 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.004 0.040 0.015 0.039 -0.028 0.011 0.029 -0.000 -0.033 0.001 -0.000 0.002 0.007 0.018 0.077 -0.003 0.003 0.011 -0.002 0.000 -0.000 -0.002 -0.000 | -| Dbar_p | 0.004 1.000 0.015 0.325 0.006 -0.049 0.002 -0.189 -0.006 -0.016 -0.008 -0.263 0.357 0.347 0.002 0.023 0.179 0.349 0.187 0.429 0.010 0.005 -0.028 0.030 | -| omega_p | 0.040 0.015 1.000 0.001 0.009 -0.073 -0.029 0.057 -0.000 -0.062 0.002 -0.005 -0.001 0.000 0.029 0.873 -0.004 0.001 0.003 -0.017 0.000 -0.000 -0.000 0.001 | -| Ctt | 0.015 0.325 0.001 1.000 0.733 0.020 -0.008 -0.234 -0.002 0.019 -0.002 0.248 0.331 0.136 -0.047 -0.019 -0.042 -0.073 0.107 -0.237 -0.007 0.019 -0.032 0.036 | -| bplus_2 | 0.039 0.006 0.009 0.733 1.000 0.048 -0.010 -0.193 -0.002 -0.038 0.021 0.074 0.060 0.087 -0.104 -0.038 -0.011 -0.077 0.282 -0.272 -0.001 0.012 -0.048 0.017 | -| rho_s | -0.028 -0.049 -0.073 0.020 0.048 1.000 0.067 -0.226 -0.000 0.269 -0.008 0.025 -0.003 0.010 0.043 -0.294 -0.013 -0.005 0.011 -0.005 -0.001 -0.001 -0.004 -0.007 | -| phi_p | 0.011 0.002 -0.029 -0.008 -0.010 0.067 1.000 -0.018 0.000 0.026 -0.001 0.000 -0.002 -0.001 0.683 -0.065 -0.004 0.000 -0.002 -0.010 -0.000 -0.001 0.000 -0.001 | -| bplus_1 | 0.029 -0.189 0.057 -0.234 -0.193 -0.226 -0.018 1.000 0.001 -0.928 -0.038 0.077 -0.053 -0.077 0.012 0.094 -0.076 -0.056 -0.155 -0.003 -0.004 -0.006 0.020 -0.029 | -| p4160_p | -0.000 -0.006 -0.000 -0.002 -0.002 -0.000 0.000 0.001 1.000 -0.001 -0.000 0.010 0.001 0.000 0.000 0.000 -0.003 -0.002 0.002 -0.001 -0.002 0.000 -0.000 -0.000 | -| bplus_0 | -0.033 -0.016 -0.062 0.019 -0.038 0.269 0.026 -0.928 -0.001 1.000 -0.003 0.009 0.004 0.039 -0.005 -0.105 0.018 0.035 0.031 0.036 -0.000 -0.002 -0.007 -0.006 | -| DDstar_s | 0.001 -0.008 0.002 -0.002 0.021 -0.008 -0.001 -0.038 -0.000 -0.003 1.000 0.001 0.004 0.009 -0.000 0.003 -0.022 -0.007 0.015 0.002 -0.000 0.004 -0.003 -0.002 | -| p4040_s | -0.000 -0.263 -0.005 0.248 0.074 0.025 0.000 0.077 0.010 0.009 0.001 1.000 0.099 -0.226 -0.003 -0.010 -0.202 -0.028 -0.212 -0.168 -0.006 0.025 0.031 -0.003 | -| psi2s_p | 0.002 0.357 -0.001 0.331 0.060 -0.003 -0.002 -0.053 0.001 0.004 0.004 0.099 1.000 -0.033 -0.010 -0.003 0.044 -0.260 -0.019 0.146 0.000 -0.023 0.002 0.002 | -| p4040_p | 0.007 0.347 0.000 0.136 0.087 0.010 -0.001 -0.077 0.000 0.039 0.009 -0.226 -0.033 1.000 -0.025 -0.010 0.138 0.172 -0.019 0.121 -0.007 -0.036 -0.005 0.012 | -| phi_s | 0.018 0.002 0.029 -0.047 -0.104 0.043 0.683 0.012 0.000 -0.005 -0.000 -0.003 -0.010 -0.025 1.000 0.010 0.000 -0.011 -0.032 -0.022 0.000 0.001 0.006 0.002 | -| omega_s | 0.077 0.023 0.873 -0.019 -0.038 -0.294 -0.065 0.094 0.000 -0.105 0.003 -0.010 -0.003 -0.010 0.010 1.000 -0.000 -0.001 -0.011 -0.018 0.000 0.000 0.003 0.003 | -| p3770_p | -0.003 0.179 -0.004 -0.042 -0.011 -0.013 -0.004 -0.076 -0.003 0.018 -0.022 -0.202 0.044 0.138 0.000 -0.000 1.000 -0.195 0.121 0.081 0.006 -0.037 -0.016 -0.053 | -| p3770_s | 0.003 0.349 0.001 -0.073 -0.077 -0.005 0.000 -0.056 -0.002 0.035 -0.007 -0.028 -0.260 0.172 -0.011 -0.001 -0.195 1.000 0.051 0.240 0.003 -0.026 -0.008 0.001 | -| p4415_s | 0.011 0.187 0.003 0.107 0.282 0.011 -0.002 -0.155 0.002 0.031 0.015 -0.212 -0.019 -0.019 -0.032 -0.011 0.121 0.051 1.000 0.031 0.010 -0.014 -0.150 0.020 | -| jpsi_p | -0.002 0.429 -0.017 -0.237 -0.272 -0.005 -0.010 -0.003 -0.001 0.036 0.002 -0.168 0.146 0.121 -0.022 -0.018 0.081 0.240 0.031 1.000 0.007 -0.069 0.002 -0.032 | -| p4160_s | 0.000 0.010 0.000 -0.007 -0.001 -0.001 -0.000 -0.004 -0.002 -0.000 -0.000 -0.006 0.000 -0.007 0.000 0.000 0.006 0.003 0.010 0.007 1.000 -0.002 -0.002 -0.000 | -| DDstar_p | -0.000 0.005 -0.000 0.019 0.012 -0.001 -0.001 -0.006 0.000 -0.002 0.004 0.025 -0.023 -0.036 0.001 0.000 -0.037 -0.026 -0.014 -0.069 -0.002 1.000 0.001 -0.001 | -| p4415_p | -0.002 -0.028 -0.000 -0.032 -0.048 -0.004 0.000 0.020 -0.000 -0.007 -0.003 0.031 0.002 -0.005 0.006 0.003 -0.016 -0.008 -0.150 0.002 -0.002 0.001 1.000 -0.004 | -| Dbar_s | -0.000 0.030 0.001 0.036 0.017 -0.007 -0.001 -0.029 -0.000 -0.006 -0.002 -0.003 0.002 0.012 0.002 0.003 -0.053 0.001 0.020 -0.032 -0.000 -0.001 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15936583249261727}), (, {'error': 0.37647123901298873}), (, {'error': 0.4949998717860544}), (, {'error': 0.1904906012101386}), (, {'error': 0.08285780405939991}), (, {'error': 0.35244135485081884}), (, {'error': 0.2524730776764592}), (, {'error': 0.03810237617919121}), (, {'error': 0.011661301414825243}), (, {'error': 0.020465728312748732}), (, {'error': 0.021429547665672066}), (, {'error': 0.1767419697482801}), (, {'error': 0.033167602158856724}), (, {'error': 0.13459212024828826}), (, {'error': 1.081212744007023}), (, {'error': 1.7206055940932878}), (, {'error': 0.10650720920068135}), (, {'error': 0.24478374071143705}), (, {'error': 0.20041088651965674}), (, {'error': 0.02747961246985353}), (, {'error': 0.011872845419264144}), (, {'error': 0.10718522002171582}), (, {'error': 0.11470109935896966}), (, {'error': 0.023576334076114563})]) -Toy 17/25 -Time taken: 1 h, 46 min -Projected time left: 50 min, 8 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1285 (1285 total) | -| EDM = 8.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297013.03706334904 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 5.06 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.24 | 0.21 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.27 | 0.09 | | | -2 | 2 | | -| 5 | rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -0.52 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 8 | p4160_p | -2.22 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.493 | 0.021 | | | -2 | 2 | | -| 10| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.10 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.907 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.17 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 15.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 6.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.50 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.99 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -1.607 | 0.026 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.08 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.012 0.012 0.090 0.224 0.085 0.076 0.036 -0.002 -0.038 -0.000 0.047 -0.002 -0.002 0.069 0.224 -0.016 0.017 0.014 -0.081 0.053 -0.019 0.043 0.001 | -| Dbar_p | 0.012 1.000 -0.000 -0.298 -0.080 0.044 0.005 0.161 0.017 0.032 0.003 -0.110 -0.017 -0.026 -0.007 -0.019 0.295 -0.047 0.016 0.204 -0.063 -0.106 -0.081 0.019 | -| omega_p | 0.012 -0.000 1.000 -0.000 -0.001 0.010 -0.000 -0.000 0.000 0.000 -0.000 -0.000 0.000 0.000 -0.002 -0.071 0.000 0.000 -0.000 0.001 -0.000 0.000 -0.000 -0.000 | -| Ctt | 0.090 -0.298 -0.000 1.000 0.672 0.003 -0.000 -0.170 -0.374 -0.002 -0.004 0.316 0.200 -0.340 -0.049 -0.006 -0.239 -0.144 0.208 0.236 0.277 -0.111 -0.055 0.005 | -| bplus_2 | 0.224 -0.080 -0.001 0.672 1.000 -0.019 0.016 -0.299 -0.037 -0.037 0.001 0.112 0.006 -0.064 -0.106 0.005 -0.116 -0.089 -0.064 0.125 0.117 -0.308 0.210 0.003 | -| rho_s | 0.085 0.044 0.010 0.003 -0.019 1.000 0.032 -0.176 0.004 0.280 0.001 0.009 0.006 0.001 0.029 -0.470 0.035 0.020 0.024 0.021 0.019 0.083 -0.008 0.000 | -| phi_p | 0.076 0.005 -0.000 -0.000 0.016 0.032 1.000 -0.003 -0.001 0.015 0.001 0.004 -0.002 -0.000 0.487 -0.031 -0.001 0.003 0.003 -0.024 0.005 0.004 0.002 0.000 | -| bplus_1 | 0.036 0.161 -0.000 -0.170 -0.299 -0.176 -0.003 1.000 -0.015 -0.826 0.004 -0.018 0.014 -0.004 0.023 0.086 0.114 0.052 0.097 0.034 0.003 0.384 -0.126 -0.000 | -| p4160_p | -0.002 0.017 0.000 -0.374 -0.037 0.004 -0.001 -0.015 1.000 0.017 0.048 -0.536 -0.161 0.340 -0.003 -0.003 0.207 -0.034 -0.037 -0.052 -0.213 0.165 0.283 0.028 | -| bplus_0 | -0.038 0.032 0.000 -0.002 -0.037 0.280 0.015 -0.826 0.017 1.000 0.001 0.024 -0.005 0.015 -0.020 -0.128 0.039 0.044 0.024 -0.050 0.038 0.031 0.013 0.001 | -| DDstar_s | -0.000 0.003 -0.000 -0.004 0.001 0.001 0.001 0.004 0.048 0.001 1.000 0.005 0.025 0.030 0.000 -0.001 0.029 0.025 -0.001 0.058 0.005 0.036 0.029 -0.001 | -| p4040_s | 0.047 -0.110 -0.000 0.316 0.112 0.009 0.004 -0.018 -0.536 0.024 0.005 1.000 -0.053 -0.224 -0.025 -0.005 -0.136 0.091 0.185 -0.039 0.215 -0.162 -0.215 0.001 | -| psi2s_p | -0.002 -0.017 0.000 0.200 0.006 0.006 -0.002 0.014 -0.161 -0.005 0.025 -0.053 1.000 -0.215 -0.002 -0.004 -0.034 -0.409 0.015 -0.028 -0.057 -0.046 -0.105 0.025 | -| p4040_p | -0.002 -0.026 0.000 -0.340 -0.064 0.001 -0.000 -0.004 0.340 0.015 0.030 -0.224 -0.215 1.000 -0.002 -0.002 0.184 -0.084 -0.024 -0.089 0.223 0.121 0.176 0.022 | -| phi_s | 0.069 -0.007 -0.002 -0.049 -0.106 0.029 0.487 0.023 -0.003 -0.020 0.000 -0.025 -0.002 -0.002 1.000 0.018 0.002 -0.014 -0.008 0.018 -0.029 0.011 -0.024 -0.000 | -| omega_s | 0.224 -0.019 -0.071 -0.006 0.005 -0.470 -0.031 0.086 -0.003 -0.128 -0.001 -0.005 -0.004 -0.002 0.018 1.000 -0.017 -0.010 -0.010 -0.019 -0.010 -0.034 0.002 -0.000 | -| p3770_p | -0.016 0.295 0.000 -0.239 -0.116 0.035 -0.001 0.114 0.207 0.039 0.029 -0.136 -0.034 0.184 0.002 -0.017 1.000 -0.247 -0.069 0.028 -0.080 0.259 0.054 0.032 | -| p3770_s | 0.017 -0.047 0.000 -0.144 -0.089 0.020 0.003 0.052 -0.034 0.044 0.025 0.091 -0.409 -0.084 -0.014 -0.010 -0.247 1.000 0.018 -0.046 0.022 0.118 -0.029 0.023 | -| p4415_s | 0.014 0.016 -0.000 0.208 -0.064 0.024 0.003 0.097 -0.037 0.024 -0.001 0.185 0.015 -0.024 -0.008 -0.010 -0.069 0.018 1.000 -0.021 0.300 -0.049 -0.156 -0.000 | -| jpsi_p | -0.081 0.204 0.001 0.236 0.125 0.021 -0.024 0.034 -0.052 -0.050 0.058 -0.039 -0.028 -0.089 0.018 -0.019 0.028 -0.046 -0.021 1.000 -0.031 0.094 -0.026 0.044 | -| p4160_s | 0.053 -0.063 -0.000 0.277 0.117 0.019 0.005 0.003 -0.213 0.038 0.005 0.215 -0.057 0.223 -0.029 -0.010 -0.080 0.022 0.300 -0.031 1.000 -0.098 -0.240 0.002 | -| DDstar_p | -0.019 -0.106 0.000 -0.111 -0.308 0.083 0.004 0.384 0.165 0.031 0.036 -0.162 -0.046 0.121 0.011 -0.034 0.259 0.118 -0.049 0.094 -0.098 1.000 -0.064 0.004 | -| p4415_p | 0.043 -0.081 -0.000 -0.055 0.210 -0.008 0.002 -0.126 0.283 0.013 0.029 -0.215 -0.105 0.176 -0.024 0.002 0.054 -0.029 -0.156 -0.026 -0.240 -0.064 1.000 0.014 | -| Dbar_s | 0.001 0.019 -0.000 0.005 0.003 0.000 0.000 -0.000 0.028 0.001 -0.001 0.001 0.025 0.022 -0.000 -0.000 0.032 0.023 -0.000 0.044 0.002 0.004 0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.640692909271432}), (, {'error': 0.289024229938744}), (, {'error': 0.06707281042237678}), (, {'error': 0.20523905241327267}), (, {'error': 0.08999278553062695}), (, {'error': 0.3306760627315173}), (, {'error': 0.19416920848183983}), (, {'error': 0.044902199682656185}), (, {'error': 0.09620154909032919}), (, {'error': 0.021402136358449786}), (, {'error': 0.02183162731561178}), (, {'error': 0.16738474882886084}), (, {'error': 0.03145495249109853}), (, {'error': 0.1731876936489567}), (, {'error': 0.9134040867446958}), (, {'error': 0.8991269294038031}), (, {'error': 0.10191112263443358}), (, {'error': 0.23048786262047383}), (, {'error': 0.18897625656301753}), (, {'error': 0.025507956396732645}), (, {'error': 0.1676484658703128}), (, {'error': 0.33205724253459046}), (, {'error': 0.17471749893345345}), (, {'error': 0.015816391763423254})]) -Toy 18/25 -Time taken: 1 h, 53 min -Projected time left: 44 min, 6 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1532 (1532 total) | -| EDM = 2.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297253.5892351334 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.97 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -1.3 | 1.6 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.18 | 0.23 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.24 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.860 | 0.028 | | | -2 | 2 | | -| 8 | p4160_p | 4.09 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.462 | 0.013 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.56 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.21 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.56 | 0.17 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.5 | 1.6 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 8.3 | 1.7 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.29 | 0.19 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.61 | 0.24 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.00 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.62 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.43 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -4.9 | 0.9 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.90 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.22 | 0.46 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.091 0.086 0.005 0.238 0.260 -0.199 0.017 0.021 0.022 0.070 0.023 0.042 0.027 -0.163 0.111 0.068 0.040 0.019 0.073 0.040 0.068 0.040 -0.078 | -| Dbar_p | 0.091 1.000 0.004 -0.673 0.114 -0.034 -0.006 -0.136 0.228 -0.035 0.795 -0.170 0.403 0.152 -0.033 0.005 0.757 0.140 0.180 0.767 -0.181 0.869 -0.029 -0.895 | -| omega_p | 0.086 0.004 1.000 -0.002 -0.013 0.395 0.017 0.001 0.005 0.034 -0.006 -0.005 0.000 0.003 0.040 0.860 0.009 0.003 0.002 -0.007 -0.003 -0.009 -0.005 -0.005 | -| Ctt | 0.005 -0.673 -0.002 1.000 0.385 0.020 -0.001 0.006 -0.384 -0.017 -0.471 0.348 -0.101 -0.284 0.004 -0.006 -0.540 -0.159 0.045 -0.638 0.305 -0.543 0.007 0.566 | -| bplus_2 | 0.238 0.114 -0.013 0.385 1.000 -0.048 -0.059 -0.344 -0.083 -0.196 0.198 0.108 0.047 -0.070 -0.102 -0.010 0.008 -0.084 -0.045 -0.053 0.127 0.238 0.163 -0.072 | -| rho_s | 0.260 -0.034 0.395 0.020 -0.048 1.000 -0.011 0.023 0.015 0.191 -0.071 -0.011 -0.015 0.014 -0.022 0.127 0.009 0.019 0.004 -0.027 0.004 -0.104 -0.018 0.041 | -| phi_p | -0.199 -0.006 0.017 -0.001 -0.059 -0.011 1.000 -0.005 -0.000 -0.001 -0.012 -0.011 -0.005 -0.005 0.879 -0.048 -0.001 -0.008 -0.002 -0.025 -0.014 -0.010 -0.012 0.002 | -| bplus_1 | 0.017 -0.136 0.001 0.006 -0.344 0.023 -0.005 1.000 0.068 -0.366 -0.290 -0.058 -0.058 0.065 0.002 -0.000 0.040 0.089 0.032 -0.064 -0.010 -0.420 -0.102 0.154 | -| p4160_p | 0.021 0.228 0.005 -0.384 -0.083 0.015 -0.000 0.068 1.000 0.065 -0.052 -0.518 0.131 0.424 -0.008 -0.001 0.414 0.184 -0.097 0.395 -0.213 0.085 0.300 -0.325 | -| bplus_0 | 0.022 -0.035 0.034 -0.017 -0.196 0.191 -0.001 -0.366 0.065 1.000 -0.139 -0.025 -0.013 0.067 -0.008 -0.010 0.076 0.095 0.035 0.014 0.019 -0.218 -0.044 0.054 | -| DDstar_s | 0.070 0.795 -0.006 -0.471 0.198 -0.071 -0.012 -0.290 -0.052 -0.139 1.000 -0.082 0.273 -0.040 -0.033 0.005 0.498 0.014 0.193 0.503 -0.124 0.809 -0.093 -0.795 | -| p4040_s | 0.023 -0.170 -0.005 0.348 0.108 -0.011 -0.011 -0.058 -0.518 -0.025 -0.082 1.000 -0.069 -0.285 -0.015 -0.003 -0.243 0.032 0.176 -0.174 0.117 -0.017 -0.152 0.179 | -| psi2s_p | 0.042 0.403 0.000 -0.101 0.047 -0.015 -0.005 -0.058 0.131 -0.013 0.273 -0.069 1.000 0.027 -0.019 -0.000 0.373 -0.111 0.092 0.435 -0.112 0.381 -0.008 -0.474 | -| p4040_p | 0.027 0.152 0.003 -0.284 -0.070 0.014 -0.005 0.065 0.424 0.067 -0.040 -0.285 0.027 1.000 -0.014 -0.003 0.335 0.109 -0.024 0.289 0.195 0.056 0.189 -0.262 | -| phi_s | -0.163 -0.033 0.040 0.004 -0.102 -0.022 0.879 0.002 -0.008 -0.008 -0.033 -0.015 -0.019 -0.014 1.000 -0.007 -0.022 -0.020 -0.008 -0.051 -0.021 -0.032 -0.021 0.027 | -| omega_s | 0.111 0.005 0.860 -0.006 -0.010 0.127 -0.048 -0.000 -0.001 -0.010 0.005 -0.003 -0.000 -0.003 -0.007 1.000 0.001 -0.004 0.000 -0.009 -0.005 0.008 -0.003 -0.008 | -| p3770_p | 0.068 0.757 0.009 -0.540 0.008 0.009 -0.001 0.040 0.414 0.076 0.498 -0.243 0.373 0.335 -0.022 0.001 1.000 0.074 0.063 0.666 -0.182 0.527 0.038 -0.760 | -| p3770_s | 0.040 0.140 0.003 -0.159 -0.084 0.019 -0.008 0.089 0.184 0.095 0.014 0.032 -0.111 0.109 -0.020 -0.004 0.074 1.000 0.017 0.288 -0.028 0.064 0.038 -0.254 | -| p4415_s | 0.019 0.180 0.002 0.045 -0.045 0.004 -0.002 0.032 -0.097 0.035 0.193 0.176 0.092 -0.024 -0.008 0.000 0.063 0.017 1.000 0.083 0.296 0.205 -0.150 -0.143 | -| jpsi_p | 0.073 0.767 -0.007 -0.638 -0.053 -0.027 -0.025 -0.064 0.395 0.014 0.503 -0.174 0.435 0.289 -0.051 -0.009 0.666 0.288 0.083 1.000 -0.182 0.670 0.056 -0.806 | -| p4160_s | 0.040 -0.181 -0.003 0.305 0.127 0.004 -0.014 -0.010 -0.213 0.019 -0.124 0.117 -0.112 0.195 -0.021 -0.005 -0.182 -0.028 0.296 -0.182 1.000 -0.075 -0.107 0.175 | -| DDstar_p | 0.068 0.869 -0.009 -0.543 0.238 -0.104 -0.010 -0.420 0.085 -0.218 0.809 -0.017 0.381 0.056 -0.032 0.008 0.527 0.064 0.205 0.670 -0.075 1.000 0.045 -0.802 | -| p4415_p | 0.040 -0.029 -0.005 0.007 0.163 -0.018 -0.012 -0.102 0.300 -0.044 -0.093 -0.152 -0.008 0.189 -0.021 -0.003 0.038 0.038 -0.150 0.056 -0.107 0.045 1.000 -0.026 | -| Dbar_s | -0.078 -0.895 -0.005 0.566 -0.072 0.041 0.002 0.154 -0.325 0.054 -0.795 0.179 -0.474 -0.262 0.027 -0.008 -0.760 -0.254 -0.143 -0.806 0.175 -0.802 -0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2678912196375922}), (, {'error': 1.6498539282825204}), (, {'error': 0.41568738122097537}), (, {'error': 0.22513248503508154}), (, {'error': 0.07557092816277533}), (, {'error': 0.3168707962581294}), (, {'error': 0.4020497976937003}), (, {'error': 0.02756135307319585}), (, {'error': 0.11186131373407537}), (, {'error': 0.012502974616396045}), (, {'error': 0.5615322006125103}), (, {'error': 0.17081565896473927}), (, {'error': 0.03611667140419872}), (, {'error': 0.17140905800757578}), (, {'error': 1.604808385751305}), (, {'error': 1.6607562185886682}), (, {'error': 0.1885165121713026}), (, {'error': 0.24323787184225432}), (, {'error': 0.1961727561103055}), (, {'error': 0.046351305093455863}), (, {'error': 0.16648434461234118}), (, {'error': 0.9494236214208045}), (, {'error': 0.21063491762159092}), (, {'error': 0.46451652833413554})]) -Toy 19/25 -Time taken: 2 h, 1 min -Projected time left: 38 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1465 (1465 total) | -| EDM = 2.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297242.7803138204 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.07 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 2.8 | 1.1 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.10 | 0.19 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.21 | 0.08 | | | -2 | 2 | | -| 5 | rho_s | 1.55 | 0.31 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 6.08 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.919 | 0.029 | | | -2 | 2 | | -| 8 | p4160_p | -2.29 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.497 | 0.015 | | | -2 | 2 | | -| 10| DDstar_s | 0.19 | 0.48 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.46 | 0.27 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 15.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 6.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.52 | 0.28 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.76 | 0.19 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -4.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.34 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -3.8 | 2.5 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -2.40 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.065 -0.008 0.118 0.268 0.290 0.138 0.059 -0.055 -0.008 -0.063 0.015 -0.023 -0.036 0.152 0.361 0.009 -0.008 0.017 -0.050 0.024 0.071 -0.039 0.025 | -| Dbar_p | 0.065 1.000 0.003 0.235 -0.010 0.091 -0.008 0.326 -0.612 0.237 -0.835 -0.317 -0.245 -0.549 -0.026 -0.015 0.462 -0.262 0.156 -0.475 -0.422 0.881 -0.714 0.428 | -| omega_p | -0.008 0.003 1.000 0.000 -0.005 0.029 -0.006 -0.002 -0.003 0.005 -0.004 -0.001 -0.002 -0.003 -0.010 -0.147 0.001 -0.002 0.001 -0.002 -0.002 0.003 -0.004 0.001 | -| Ctt | 0.118 0.235 0.000 1.000 0.634 0.056 -0.009 0.004 -0.505 0.048 -0.361 0.226 -0.049 -0.436 -0.038 0.004 -0.103 -0.312 0.284 -0.510 0.063 0.379 -0.385 0.270 | -| bplus_2 | 0.268 -0.010 -0.005 0.634 1.000 0.054 0.006 -0.245 -0.118 -0.103 -0.045 0.063 -0.070 -0.101 -0.066 0.036 -0.096 -0.129 -0.064 -0.227 0.083 0.107 -0.030 0.019 | -| rho_s | 0.290 0.091 0.029 0.056 0.054 1.000 0.065 -0.010 -0.070 0.162 -0.104 -0.011 -0.028 -0.057 0.062 -0.268 0.040 -0.020 0.040 -0.058 -0.016 0.081 -0.074 0.026 | -| phi_p | 0.138 -0.008 -0.006 -0.009 0.006 0.065 1.000 0.002 0.014 0.003 0.015 0.004 0.008 0.013 0.722 -0.001 -0.000 0.010 -0.003 0.008 0.007 -0.015 0.014 -0.005 | -| bplus_1 | 0.059 0.326 -0.002 0.004 -0.245 -0.010 0.002 1.000 -0.221 -0.543 -0.365 -0.070 -0.079 -0.187 0.002 0.023 0.183 -0.050 0.171 -0.142 -0.110 0.248 -0.269 0.083 | -| p4160_p | -0.055 -0.612 -0.003 -0.505 -0.118 -0.070 0.014 -0.221 1.000 -0.163 0.825 -0.048 0.459 0.764 0.024 0.009 0.080 0.497 -0.222 0.811 0.271 -0.853 0.862 -0.335 | -| bplus_0 | -0.008 0.237 0.005 0.048 -0.103 0.162 0.003 -0.543 -0.163 1.000 -0.262 -0.041 -0.063 -0.131 -0.014 -0.056 0.138 -0.024 0.118 -0.109 -0.054 0.197 -0.189 0.066 | -| DDstar_s | -0.063 -0.835 -0.004 -0.361 -0.045 -0.104 0.015 -0.365 0.825 -0.262 1.000 0.274 0.480 0.754 0.030 0.019 -0.202 0.466 -0.198 0.779 0.432 -0.936 0.877 -0.457 | -| p4040_s | 0.015 -0.317 -0.001 0.226 0.063 -0.011 0.004 -0.070 -0.048 -0.041 0.274 1.000 0.104 0.035 -0.002 0.006 -0.241 0.165 0.108 0.107 0.124 -0.243 0.109 -0.136 | -| psi2s_p | -0.023 -0.245 -0.002 -0.049 -0.070 -0.028 0.008 -0.079 0.459 -0.063 0.480 0.104 1.000 0.371 0.009 0.002 0.128 0.123 -0.082 0.538 0.143 -0.462 0.444 -0.133 | -| p4040_p | -0.036 -0.549 -0.003 -0.436 -0.101 -0.057 0.013 -0.187 0.764 -0.131 0.754 0.035 0.371 1.000 0.017 0.009 0.094 0.441 -0.148 0.730 0.471 -0.769 0.761 -0.279 | -| phi_s | 0.152 -0.026 -0.010 -0.038 -0.066 0.062 0.722 0.002 0.024 -0.014 0.030 -0.002 0.009 0.017 1.000 0.038 -0.009 0.004 -0.009 0.011 -0.003 -0.031 0.020 -0.010 | -| omega_s | 0.361 -0.015 -0.147 0.004 0.036 -0.268 -0.001 0.023 0.009 -0.056 0.019 0.006 0.002 0.009 0.038 1.000 -0.013 0.002 -0.009 0.002 0.008 -0.010 0.014 -0.002 | -| p3770_p | 0.009 0.462 0.001 -0.103 -0.096 0.040 -0.000 0.183 0.080 0.138 -0.202 -0.241 0.128 0.094 -0.009 -0.013 1.000 -0.030 -0.037 0.123 -0.150 0.171 -0.046 0.108 | -| p3770_s | -0.008 -0.262 -0.002 -0.312 -0.129 -0.020 0.010 -0.050 0.497 -0.024 0.466 0.165 0.123 0.441 0.004 0.002 -0.030 1.000 -0.091 0.563 0.199 -0.485 0.478 -0.123 | -| p4415_s | 0.017 0.156 0.001 0.284 -0.064 0.040 -0.003 0.171 -0.222 0.118 -0.198 0.108 -0.082 -0.148 -0.009 -0.009 -0.037 -0.091 1.000 -0.208 0.199 0.209 -0.261 0.065 | -| jpsi_p | -0.050 -0.475 -0.002 -0.510 -0.227 -0.058 0.008 -0.142 0.811 -0.109 0.779 0.107 0.538 0.730 0.011 0.002 0.123 0.563 -0.208 1.000 0.267 -0.772 0.765 -0.297 | -| p4160_s | 0.024 -0.422 -0.002 0.063 0.083 -0.016 0.007 -0.110 0.271 -0.054 0.432 0.124 0.143 0.471 -0.003 0.008 -0.150 0.199 0.199 0.267 1.000 -0.417 0.308 -0.185 | -| DDstar_p | 0.071 0.881 0.003 0.379 0.107 0.081 -0.015 0.248 -0.853 0.197 -0.936 -0.243 -0.462 -0.769 -0.031 -0.010 0.171 -0.485 0.209 -0.772 -0.417 1.000 -0.882 0.448 | -| p4415_p | -0.039 -0.714 -0.004 -0.385 -0.030 -0.074 0.014 -0.269 0.862 -0.189 0.877 0.109 0.444 0.761 0.020 0.014 -0.046 0.478 -0.261 0.765 0.308 -0.882 1.000 -0.365 | -| Dbar_s | 0.025 0.428 0.001 0.270 0.019 0.026 -0.005 0.083 -0.335 0.066 -0.457 -0.136 -0.133 -0.279 -0.010 -0.002 0.108 -0.123 0.065 -0.297 -0.185 0.448 -0.365 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22920796154194134}), (, {'error': 1.100261351047584}), (, {'error': 0.1630401210387502}), (, {'error': 0.18689746423308662}), (, {'error': 0.0827632914308668}), (, {'error': 0.31009748664584236}), (, {'error': 0.2674793416577028}), (, {'error': 0.029314801895304887}), (, {'error': 0.21942232682676677}), (, {'error': 0.014503350412601312}), (, {'error': 0.4828873766306673}), (, {'error': 0.17894732657909262}), (, {'error': 0.03880133022556631}), (, {'error': 0.2731074675286784}), (, {'error': 1.0920182995754777}), (, {'error': 0.8950899803695975}), (, {'error': 0.14384750722103234}), (, {'error': 0.2792174957154079}), (, {'error': 0.18861926825236774}), (, {'error': 0.054929194437645545}), (, {'error': 0.18210912358388454}), (, {'error': 2.464852433397696}), (, {'error': 0.2870770590834746}), (, {'error': 0.40522094870317465})]) -Toy 20/25 -Time taken: 2 h, 8 min -Projected time left: 32 min, 5 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1215 (1215 total) | -| EDM = 5.41E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297276.41036105 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.06 | 0.34 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | -0.17 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.81 | 0.22 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 5 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | 4.37 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.421 | 0.031 | | | -2 | 2 | | -| 10| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.867 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 4.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 6.2 | 1.2 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | -2.67 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 3.62 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.01 | 0.20 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 4.620 | 0.024 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.40 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.94 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.011 0.020 0.099 -0.254 0.038 0.042 -0.245 0.002 0.280 -0.005 0.041 0.002 0.001 0.113 0.468 -0.010 0.017 -0.014 -0.050 0.052 -0.068 0.051 0.000 | -| Dbar_p | -0.011 1.000 -0.005 -0.353 0.061 0.055 -0.000 -0.079 -0.033 -0.049 -0.006 -0.117 -0.085 -0.091 -0.027 -0.024 0.286 -0.109 0.058 0.153 -0.079 -0.220 -0.107 0.040 | -| omega_p | 0.020 -0.005 1.000 0.007 -0.027 -0.123 0.018 -0.052 0.002 0.060 -0.001 0.002 -0.001 0.001 0.043 0.457 -0.003 0.001 -0.004 -0.011 0.003 -0.017 0.005 0.000 | -| Ctt | 0.099 -0.353 0.007 1.000 -0.678 0.030 0.003 0.081 -0.353 0.037 -0.011 0.329 0.229 -0.287 -0.049 0.012 -0.220 -0.099 0.179 0.273 0.267 0.003 0.053 -0.011 | -| bplus_2 | -0.254 0.061 -0.027 -0.678 1.000 -0.057 -0.009 -0.141 0.013 -0.085 0.024 -0.151 -0.059 0.035 0.097 -0.054 0.074 0.050 0.110 -0.220 -0.177 0.260 -0.235 0.006 | -| rho_s | 0.038 0.055 -0.123 0.030 -0.057 1.000 0.015 0.298 -0.027 -0.364 0.007 0.035 0.000 -0.012 -0.059 -0.281 -0.007 0.010 0.025 -0.060 0.042 0.087 0.011 0.003 | -| phi_p | 0.042 -0.000 0.018 0.003 -0.009 0.015 1.000 -0.003 -0.001 0.003 -0.000 0.002 -0.001 -0.001 0.327 0.014 -0.002 0.000 -0.000 -0.011 0.002 -0.002 0.002 0.000 | -| bplus_1 | -0.245 -0.079 -0.052 0.081 -0.141 0.298 -0.003 1.000 0.053 -0.918 -0.024 0.063 0.051 0.046 -0.144 -0.194 -0.122 -0.015 -0.081 -0.034 0.030 -0.203 0.126 -0.009 | -| p4160_p | 0.002 -0.033 0.002 -0.353 0.013 -0.027 -0.001 0.053 1.000 0.014 0.063 -0.495 -0.128 0.272 0.011 0.009 0.152 -0.033 -0.153 -0.065 -0.134 -0.019 0.286 0.041 | -| bplus_0 | 0.280 -0.049 0.060 0.037 -0.085 -0.364 0.003 -0.918 0.014 1.000 -0.003 -0.045 -0.012 -0.008 0.163 0.225 0.047 -0.011 -0.019 0.115 -0.033 -0.077 -0.024 -0.001 | -| DDstar_s | -0.005 -0.006 -0.001 -0.011 0.024 0.007 -0.000 -0.024 0.063 -0.003 1.000 -0.008 0.026 0.039 -0.002 -0.004 0.057 0.041 -0.005 0.073 0.000 0.066 0.016 -0.003 | -| p4040_s | 0.041 -0.117 0.002 0.329 -0.151 0.035 0.002 0.063 -0.495 -0.045 -0.008 1.000 -0.013 -0.180 -0.035 -0.002 -0.142 0.098 0.219 0.011 0.122 -0.171 -0.104 -0.008 | -| psi2s_p | 0.002 -0.085 -0.001 0.229 -0.059 0.000 -0.001 0.051 -0.128 -0.012 0.026 -0.013 1.000 -0.191 -0.005 -0.002 -0.045 -0.407 0.038 -0.005 -0.048 -0.139 -0.045 0.034 | -| p4040_p | 0.001 -0.091 0.001 -0.287 0.035 -0.012 -0.001 0.046 0.272 -0.008 0.039 -0.180 -0.191 1.000 0.003 0.004 0.139 -0.072 -0.063 -0.099 0.280 0.007 0.168 0.028 | -| phi_s | 0.113 -0.027 0.043 -0.049 0.097 -0.059 0.327 -0.144 0.011 0.163 -0.002 -0.035 -0.005 0.003 1.000 0.097 0.004 -0.015 -0.010 0.029 -0.041 -0.022 -0.025 -0.002 | -| omega_s | 0.468 -0.024 0.457 0.012 -0.054 -0.281 0.014 -0.194 0.009 0.225 -0.004 -0.002 -0.002 0.004 0.097 1.000 -0.003 0.000 -0.013 -0.008 -0.001 -0.052 0.009 -0.001 | -| p3770_p | -0.010 0.286 -0.003 -0.220 0.074 -0.007 -0.002 -0.122 0.152 0.047 0.057 -0.142 -0.045 0.139 0.004 -0.003 1.000 -0.292 -0.068 -0.018 -0.061 0.145 0.001 0.069 | -| p3770_s | 0.017 -0.109 0.001 -0.099 0.050 0.010 0.000 -0.015 -0.033 -0.011 0.041 0.098 -0.407 -0.072 -0.015 0.000 -0.292 1.000 0.018 -0.067 0.020 0.051 -0.005 0.035 | -| p4415_s | -0.014 0.058 -0.004 0.179 0.110 0.025 -0.000 -0.081 -0.153 -0.019 -0.005 0.219 0.038 -0.063 -0.010 -0.013 -0.068 0.018 1.000 -0.006 0.340 -0.005 -0.161 -0.001 | -| jpsi_p | -0.050 0.153 -0.011 0.273 -0.220 -0.060 -0.011 -0.034 -0.065 0.115 0.073 0.011 -0.005 -0.099 0.029 -0.008 -0.018 -0.067 -0.006 1.000 0.004 -0.121 0.013 0.071 | -| p4160_s | 0.052 -0.079 0.003 0.267 -0.177 0.042 0.002 0.030 -0.134 -0.033 0.000 0.122 -0.048 0.280 -0.041 -0.001 -0.061 0.020 0.340 0.004 1.000 -0.085 -0.065 -0.003 | -| DDstar_p | -0.068 -0.220 -0.017 0.003 0.260 0.087 -0.002 -0.203 -0.019 -0.077 0.066 -0.171 -0.139 0.007 -0.022 -0.052 0.145 0.051 -0.005 -0.121 -0.085 1.000 -0.186 0.006 | -| p4415_p | 0.051 -0.107 0.005 0.053 -0.235 0.011 0.002 0.126 0.286 -0.024 0.016 -0.104 -0.045 0.168 -0.025 0.009 0.001 -0.005 -0.161 0.013 -0.065 -0.186 1.000 0.010 | -| Dbar_s | 0.000 0.040 0.000 -0.011 0.006 0.003 0.000 -0.009 0.041 -0.001 -0.003 -0.008 0.034 0.028 -0.002 -0.001 0.069 0.035 -0.001 0.071 -0.003 0.006 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3439306197434897}), (, {'error': 0.3461631199187254}), (, {'error': 0.2766480836517262}), (, {'error': 0.215638151324342}), (, {'error': 0.08622070843189289}), (, {'error': 0.37068061403587765}), (, {'error': 0.19519088275563634}), (, {'error': 0.060824516312406374}), (, {'error': 0.09388722942510874}), (, {'error': 0.03131089434506196}), (, {'error': 0.03573205711471661}), (, {'error': 0.17157902882306975}), (, {'error': 0.031606592369649356}), (, {'error': 0.18810464269941285}), (, {'error': 0.899080970396593}), (, {'error': 1.1559333954277466}), (, {'error': 0.09008667043550522}), (, {'error': 0.22809950084952968}), (, {'error': 0.19956119560037955}), (, {'error': 0.024386974460787414}), (, {'error': 0.16812757804765566}), (, {'error': 0.3572625003013119}), (, {'error': 0.2068100221936069}), (, {'error': 0.02827237967759544})]) -Toy 21/25 -Time taken: 2 h, 15 min -Projected time left: 25 min, 48 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.049E+05 | Ncalls=498 (509 total) | -| EDM = 3.68E+09 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 304862.3249796956 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 1.750 | 0.005 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -5.881 | 0.025 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.579E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 1.118 | 0.006 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 1.037 | 0.001 | | | -2 | 2 | | -| 5 | rho_s | 0.923 | 0.001 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 1.188 | 0.005 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 1.997 | 0.000 | | | -2 | 2 | | -| 8 | p4160_p | -2.072 | 0.013 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -1.894 | 0.002 | | | -2 | 2 | | -| 10| DDstar_s | 1.80E-2 | 0.04E-2 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.766 | 0.001 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 0.6 | 6.5 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -0.609E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 20.838 | 0.003 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 0.664E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 0.14 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 0.389E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 2.327 | 0.000 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -6.138 | 0.009 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 1.136 | 0.001 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 0.595E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | -1.46 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 2.894E-1 | 0.001E-1 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.083 0.007 0.082 -0.010 0.010 0.034 -0.033 -0.077 -0.079 0.062 -0.052 0.083 0.010 0.000 -0.001 0.082 -0.079 -0.001 0.082 0.011 -0.045 -0.082 -0.037 | -| Dbar_p | -0.083 1.000 -0.083 -0.988 0.118 -0.120 -0.404 0.399 0.930 0.955 -0.753 0.621 -0.997 -0.120 -0.005 0.016 -0.993 0.949 0.017 -0.987 -0.129 0.539 0.989 0.451 | -| omega_p | 0.007 -0.083 1.000 0.083 -0.010 0.010 0.034 -0.033 -0.078 -0.080 0.063 -0.052 0.084 0.010 0.000 -0.001 0.083 -0.080 -0.001 0.083 0.011 -0.045 -0.083 -0.038 | -| Ctt | 0.082 -0.988 0.083 1.000 -0.117 0.119 0.401 -0.396 -0.924 -0.949 0.748 -0.617 0.991 0.119 0.005 -0.016 0.986 -0.942 -0.017 0.980 0.128 -0.535 -0.983 -0.448 | -| bplus_2 | -0.010 0.118 -0.010 -0.117 1.000 -0.014 -0.048 0.047 0.110 0.113 -0.089 0.074 -0.118 -0.014 -0.001 0.002 -0.118 0.112 0.002 -0.117 -0.015 0.064 0.117 0.053 | -| rho_s | 0.010 -0.120 0.010 0.119 -0.014 1.000 0.048 -0.048 -0.112 -0.115 0.091 -0.075 0.120 0.014 0.001 -0.002 0.119 -0.114 -0.002 0.119 0.016 -0.065 -0.119 -0.054 | -| phi_p | 0.034 -0.404 0.034 0.401 -0.048 0.048 1.000 -0.162 -0.377 -0.388 0.306 -0.252 0.405 0.049 0.002 -0.007 0.403 -0.385 -0.007 0.401 0.052 -0.219 -0.401 -0.183 | -| bplus_1 | -0.033 0.399 -0.033 -0.396 0.047 -0.048 -0.162 1.000 0.373 0.383 -0.302 0.249 -0.400 -0.048 -0.002 0.006 -0.398 0.380 0.007 -0.395 -0.052 0.216 0.396 0.181 | -| p4160_p | -0.077 0.930 -0.078 -0.924 0.110 -0.112 -0.377 0.373 1.000 0.893 -0.704 0.580 -0.933 -0.112 -0.005 0.015 -0.928 0.887 0.016 -0.923 -0.121 0.504 0.925 0.422 | -| bplus_0 | -0.079 0.955 -0.080 -0.949 0.113 -0.115 -0.388 0.383 0.893 1.000 -0.723 0.596 -0.958 -0.115 -0.005 0.015 -0.953 0.911 0.017 -0.948 -0.124 0.517 0.950 0.433 | -| DDstar_s | 0.062 -0.753 0.063 0.748 -0.089 0.091 0.306 -0.302 -0.704 -0.723 1.000 -0.470 0.755 0.091 0.004 -0.012 0.751 -0.718 -0.013 0.747 0.098 -0.408 -0.749 -0.341 | -| p4040_s | -0.052 0.621 -0.052 -0.617 0.074 -0.075 -0.252 0.249 0.580 0.596 -0.470 1.000 -0.622 -0.075 -0.003 0.010 -0.619 0.592 0.011 -0.616 -0.081 0.336 0.617 0.281 | -| psi2s_p | 0.083 -0.997 0.084 0.991 -0.118 0.120 0.405 -0.400 -0.933 -0.958 0.755 -0.622 1.000 0.120 0.005 -0.016 0.995 -0.951 -0.017 0.990 0.130 -0.540 -0.992 -0.452 | -| p4040_p | 0.010 -0.120 0.010 0.119 -0.014 0.014 0.049 -0.048 -0.112 -0.115 0.091 -0.075 0.120 1.000 0.001 -0.002 0.120 -0.114 -0.002 0.119 0.016 -0.065 -0.119 -0.054 | -| phi_s | 0.000 -0.005 0.000 0.005 -0.001 0.001 0.002 -0.002 -0.005 -0.005 0.004 -0.003 0.005 0.001 1.000 -0.000 0.005 -0.005 -0.000 0.005 0.001 -0.003 -0.005 -0.002 | -| omega_s | -0.001 0.016 -0.001 -0.016 0.002 -0.002 -0.007 0.006 0.015 0.015 -0.012 0.010 -0.016 -0.002 -0.000 1.000 -0.016 0.015 0.000 -0.016 -0.002 0.009 0.016 0.007 | -| p3770_p | 0.082 -0.993 0.083 0.986 -0.118 0.119 0.403 -0.398 -0.928 -0.953 0.751 -0.619 0.995 0.120 0.005 -0.016 1.000 -0.947 -0.017 0.985 0.129 -0.538 -0.987 -0.450 | -| p3770_s | -0.079 0.949 -0.080 -0.942 0.112 -0.114 -0.385 0.380 0.887 0.911 -0.718 0.592 -0.951 -0.114 -0.005 0.015 -0.947 1.000 0.016 -0.941 -0.123 0.514 0.943 0.430 | -| p4415_s | -0.001 0.017 -0.001 -0.017 0.002 -0.002 -0.007 0.007 0.016 0.017 -0.013 0.011 -0.017 -0.002 -0.000 0.000 -0.017 0.016 1.000 -0.017 -0.002 0.009 0.017 0.008 | -| jpsi_p | 0.082 -0.987 0.083 0.980 -0.117 0.119 0.401 -0.395 -0.923 -0.948 0.747 -0.616 0.990 0.119 0.005 -0.016 0.985 -0.941 -0.017 1.000 0.128 -0.535 -0.982 -0.447 | -| p4160_s | 0.011 -0.129 0.011 0.128 -0.015 0.016 0.052 -0.052 -0.121 -0.124 0.098 -0.081 0.130 0.016 0.001 -0.002 0.129 -0.123 -0.002 0.128 1.000 -0.070 -0.129 -0.059 | -| DDstar_p | -0.045 0.539 -0.045 -0.535 0.064 -0.065 -0.219 0.216 0.504 0.517 -0.408 0.336 -0.540 -0.065 -0.003 0.009 -0.538 0.514 0.009 -0.535 -0.070 1.000 0.536 0.244 | -| p4415_p | -0.082 0.989 -0.083 -0.983 0.117 -0.119 -0.401 0.396 0.925 0.950 -0.749 0.617 -0.992 -0.119 -0.005 0.016 -0.987 0.943 0.017 -0.982 -0.129 0.536 1.000 0.448 | -| Dbar_s | -0.037 0.451 -0.038 -0.448 0.053 -0.054 -0.183 0.181 0.422 0.433 -0.341 0.281 -0.452 -0.054 -0.002 0.007 -0.450 0.430 0.008 -0.447 -0.059 0.244 0.448 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.005070535990058467}), (, {'error': 0.024758251694143585}), (, {'error': 0.0020436249727602274}), (, {'error': 0.006155588660702094}), (, {'error': 0.0014467446564709885}), (, {'error': 0.0008625847490101313}), (, {'error': 0.005362832382616478}), (, {'error': 9.147953903809736e-05}), (, {'error': 0.012655278841726236}), (, {'error': 0.0019976315746096374}), (, {'error': 0.0003844724131789601}), (, {'error': 0.0007141390287764837}), (, {'error': 6.545476795282458}), (, {'error': 0.0013098329168275136}), (, {'error': 0.0034228556703403967}), (, {'error': 0.002192317353125972}), (, {'error': 0.08704609033317823}), (, {'error': 0.0020782856478516187}), (, {'error': 0.00020434369218058634}), (, {'error': 0.009255420226151223}), (, {'error': 0.0008801488025337312}), (, {'error': 0.002025837056926605}), (, {'error': 0.03558497674693628}), (, {'error': 7.441535098567931e-05})]) -Toy 22/25 -Time taken: 2 h, 20 min -Projected time left: 19 min, 9 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1311 (1311 total) | -| EDM = 2.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297120.8266871494 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -3.73 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.96 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -1.50 | 0.09 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | 0.48 | 0.06 | | | -2 | 2 | | -| 5 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 0.95 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 8 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 10| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.11 | 0.15 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.956 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | 3.26 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 23.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 4.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 3.56 | 0.23 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 0.72 | 0.18 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | -1.583 | 0.028 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 2.77 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 4.99 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.081 0.275 0.016 -0.203 0.150 -0.221 0.082 -0.001 -0.115 -0.002 0.008 0.017 0.071 -0.149 -0.112 0.007 0.057 0.035 -0.075 0.002 0.017 0.056 -0.003 | -| Dbar_p | 0.081 1.000 0.037 -0.029 -0.154 0.012 -0.008 -0.088 0.002 -0.009 0.006 0.042 0.141 -0.040 -0.046 -0.013 0.392 0.085 0.032 0.420 0.003 -0.129 -0.083 0.022 | -| omega_p | 0.275 0.037 1.000 0.004 0.085 0.655 0.053 0.284 -0.001 -0.301 -0.003 0.006 0.024 0.042 -0.061 -0.474 -0.008 0.017 0.023 -0.022 0.001 0.011 0.025 -0.002 | -| Ctt | 0.016 -0.029 0.004 1.000 -0.167 -0.005 -0.003 0.012 -0.000 0.006 0.000 0.077 0.025 -0.022 -0.008 -0.002 -0.038 -0.049 0.042 0.032 -0.002 -0.004 -0.000 0.004 | -| bplus_2 | -0.203 -0.154 0.085 -0.167 1.000 0.283 0.101 0.340 0.000 -0.432 -0.017 0.199 0.157 -0.116 0.064 -0.011 -0.117 -0.135 0.117 -0.010 -0.011 0.079 -0.285 0.013 | -| rho_s | 0.150 0.012 0.655 -0.005 0.283 1.000 0.176 0.464 -0.001 -0.481 -0.004 0.009 0.036 0.030 -0.056 -0.162 -0.024 -0.010 0.021 0.007 -0.000 0.010 0.007 -0.002 | -| phi_p | -0.221 -0.008 0.053 -0.003 0.101 0.176 1.000 0.060 0.000 -0.054 0.000 -0.003 0.002 -0.011 0.355 0.020 0.001 -0.012 -0.006 0.022 -0.000 0.007 -0.012 0.001 | -| bplus_1 | 0.082 -0.088 0.284 0.012 0.340 0.464 0.060 1.000 -0.002 -0.975 0.013 -0.045 -0.014 0.061 -0.147 -0.071 -0.109 -0.040 -0.024 -0.141 0.001 -0.108 0.118 0.003 | -| p4160_p | -0.001 0.002 -0.001 -0.000 0.000 -0.001 0.000 -0.002 1.000 0.002 -0.000 0.009 0.003 -0.003 0.001 0.000 0.000 -0.000 -0.003 0.002 -0.002 0.000 0.004 -0.000 | -| bplus_0 | -0.115 -0.009 -0.301 0.006 -0.432 -0.481 -0.054 -0.975 0.002 1.000 0.001 -0.012 -0.051 -0.084 0.165 0.077 0.072 0.003 -0.041 0.093 0.000 0.019 -0.060 0.001 | -| DDstar_s | -0.002 0.006 -0.003 0.000 -0.017 -0.004 0.000 0.013 -0.000 0.001 1.000 0.001 0.019 0.024 0.001 0.001 0.000 0.006 0.008 0.020 0.001 0.014 0.013 -0.001 | -| p4040_s | 0.008 0.042 0.006 0.077 0.199 0.009 -0.003 -0.045 0.009 -0.012 0.001 1.000 0.023 -0.185 -0.005 -0.002 -0.129 0.137 -0.044 -0.089 -0.010 -0.094 -0.208 -0.017 | -| psi2s_p | 0.017 0.141 0.024 0.025 0.157 0.036 0.002 -0.014 0.003 -0.051 0.019 0.023 1.000 -0.165 -0.017 -0.005 0.210 -0.395 -0.049 0.073 0.001 0.171 -0.077 0.025 | -| p4040_p | 0.071 -0.040 0.042 -0.022 -0.116 0.030 -0.011 0.061 -0.003 -0.084 0.024 -0.185 -0.165 1.000 -0.052 -0.012 0.127 0.108 0.126 0.058 -0.008 0.224 -0.000 0.029 | -| phi_s | -0.149 -0.046 -0.061 -0.008 0.064 -0.056 0.355 -0.147 0.001 0.165 0.001 -0.005 -0.017 -0.052 1.000 0.021 0.001 -0.037 -0.025 0.037 -0.001 -0.006 -0.038 0.002 | -| omega_s | -0.112 -0.013 -0.474 -0.002 -0.011 -0.162 0.020 -0.071 0.000 0.077 0.001 -0.002 -0.005 -0.012 0.021 1.000 0.002 -0.006 -0.007 0.013 -0.000 -0.003 -0.009 0.001 | -| p3770_p | 0.007 0.392 -0.008 -0.038 -0.117 -0.024 0.001 -0.109 0.000 0.072 0.000 -0.129 0.210 0.127 0.001 0.002 1.000 -0.081 -0.010 0.276 0.009 0.195 0.047 0.017 | -| p3770_s | 0.057 0.085 0.017 -0.049 -0.135 -0.010 -0.012 -0.040 -0.000 0.003 0.006 0.137 -0.395 0.108 -0.037 -0.006 -0.081 1.000 0.056 0.148 0.002 0.231 0.016 0.032 | -| p4415_s | 0.035 0.032 0.023 0.042 0.117 0.021 -0.006 -0.024 -0.003 -0.041 0.008 -0.044 -0.049 0.126 -0.025 -0.007 -0.010 0.056 1.000 -0.051 0.008 -0.018 -0.018 -0.002 | -| jpsi_p | -0.075 0.420 -0.022 0.032 -0.010 0.007 0.022 -0.141 0.002 0.093 0.020 -0.089 0.073 0.058 0.037 0.013 0.276 0.148 -0.051 1.000 0.010 0.387 0.016 0.024 | -| p4160_s | 0.002 0.003 0.001 -0.002 -0.011 -0.000 -0.000 0.001 -0.002 0.000 0.001 -0.010 0.001 -0.008 -0.001 -0.000 0.009 0.002 0.008 0.010 1.000 0.014 0.009 0.001 | -| DDstar_p | 0.017 -0.129 0.011 -0.004 0.079 0.010 0.007 -0.108 0.000 0.019 0.014 -0.094 0.171 0.224 -0.006 -0.003 0.195 0.231 -0.018 0.387 0.014 1.000 0.054 -0.004 | -| p4415_p | 0.056 -0.083 0.025 -0.000 -0.285 0.007 -0.012 0.118 0.004 -0.060 0.013 -0.208 -0.077 -0.000 -0.038 -0.009 0.047 0.016 -0.018 0.016 0.009 0.054 1.000 0.010 | -| Dbar_s | -0.003 0.022 -0.002 0.004 0.013 -0.002 0.001 0.003 -0.000 0.001 -0.001 -0.017 0.025 0.029 0.002 0.001 0.017 0.032 -0.002 0.024 0.001 -0.004 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35992080920279657}), (, {'error': 0.29738078677853963}), (, {'error': 0.29500683909222536}), (, {'error': 0.08728995284094032}), (, {'error': 0.055278971073163374}), (, {'error': 0.3955047602904636}), (, {'error': 0.12293284310708685}), (, {'error': 0.05741766967743067}), (, {'error': 0.010014681901446387}), (, {'error': 0.03200374664397465}), (, {'error': 0.016807532790860308}), (, {'error': 0.1538743822450636}), (, {'error': 0.0309754779089646}), (, {'error': 0.13884844811413632}), (, {'error': 0.922994443313792}), (, {'error': 3.25888960848304}), (, {'error': 0.09717023930533752}), (, {'error': 0.22583975554234303}), (, {'error': 0.18326599604980415}), (, {'error': 0.028260746297874118}), (, {'error': 0.017258872794430502}), (, {'error': 0.29555510337875557}), (, {'error': 0.2799544874122315}), (, {'error': 0.019251327354669334})]) -Toy 23/25 -Time taken: 2 h, 27 min -Projected time left: 12 min, 50 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1384 (1384 total) | -| EDM = 0.0104 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297192.3511939905 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 2.6 | 4.7 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 0.90 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | 0.10 | 0.18 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.21 | 0.06 | | | -2 | 2 | | -| 5 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 6 | phi_p | -5.70 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | -0.856 | 0.017 | | | -2 | 2 | | -| 8 | p4160_p | -2.41 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.437 | 0.008 | | | -2 | 2 | | -| 10| DDstar_s | 0.19 | 0.08 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.17 | 0.18 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.57 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 18.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 9.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 3.42 | 0.19 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.3 | 0.3 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.17 | 0.18 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 1.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 2.61 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | -2.9 | 1.9 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 3.92 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | 0.06 | 0.24 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.005 -0.061 0.007 0.062 0.048 -0.059 0.008 -0.001 -0.009 0.008 0.011 -0.002 -0.001 -0.030 -0.004 -0.007 -0.000 0.002 0.001 0.012 -0.006 0.011 -0.006 | -| Dbar_p | 0.005 1.000 -0.044 -0.560 0.458 -0.088 -0.014 -0.449 -0.537 -0.366 -0.185 0.554 -0.515 -0.663 -0.008 -0.012 -0.803 -0.764 0.329 -0.548 0.463 -0.921 0.144 -0.929 | -| omega_p | -0.061 -0.044 1.000 0.036 -0.004 0.544 0.025 0.020 0.015 0.078 -0.027 -0.022 0.017 0.024 0.022 0.524 0.037 0.033 -0.007 0.010 -0.014 0.046 -0.013 0.037 | -| Ctt | 0.007 -0.560 0.036 1.000 0.089 0.065 0.012 0.233 0.109 0.194 0.060 -0.187 0.423 0.249 -0.004 0.004 0.428 0.399 -0.048 0.122 -0.135 0.597 -0.163 0.633 | -| bplus_2 | 0.062 0.458 -0.004 0.089 1.000 -0.031 -0.014 -0.397 -0.222 -0.302 0.021 0.275 -0.241 -0.296 -0.076 -0.033 -0.347 -0.372 0.084 -0.316 0.262 -0.440 0.183 -0.465 | -| rho_s | 0.048 -0.088 0.544 0.065 -0.031 1.000 -0.015 0.047 0.023 0.179 -0.066 -0.050 0.032 0.044 -0.033 0.046 0.076 0.062 -0.014 0.018 -0.035 0.100 -0.037 0.076 | -| phi_p | -0.059 -0.014 0.025 0.012 -0.014 -0.015 1.000 -0.001 0.011 -0.001 -0.002 -0.007 0.008 0.010 0.700 -0.019 0.013 0.011 -0.004 -0.002 -0.006 0.008 0.000 0.012 | -| bplus_1 | 0.008 -0.449 0.020 0.233 -0.397 0.047 -0.001 1.000 0.141 -0.158 -0.251 -0.259 0.180 0.243 -0.006 0.000 0.378 0.332 -0.067 0.164 -0.196 0.491 -0.192 0.403 | -| p4160_p | -0.001 -0.537 0.015 0.109 -0.222 0.023 0.011 0.141 1.000 0.120 -0.081 -0.483 0.355 0.595 0.005 0.005 0.529 0.490 -0.182 0.560 -0.295 0.341 0.267 0.501 | -| bplus_0 | -0.009 -0.366 0.078 0.194 -0.302 0.179 -0.001 -0.158 0.120 1.000 -0.204 -0.201 0.145 0.205 -0.015 0.009 0.315 0.283 -0.049 0.145 -0.142 0.405 -0.147 0.326 | -| DDstar_s | 0.008 -0.185 -0.027 0.060 0.021 -0.066 -0.002 -0.251 -0.081 -0.204 1.000 0.039 0.093 -0.003 -0.003 -0.005 0.006 0.056 0.069 0.100 0.028 0.110 -0.024 0.089 | -| p4040_s | 0.011 0.554 -0.022 -0.187 0.275 -0.050 -0.007 -0.259 -0.483 -0.201 0.039 1.000 -0.250 -0.425 -0.014 -0.010 -0.464 -0.341 0.304 -0.208 0.351 -0.586 0.024 -0.533 | -| psi2s_p | -0.002 -0.515 0.017 0.423 -0.241 0.032 0.008 0.180 0.355 0.145 0.093 -0.250 1.000 0.336 0.004 0.005 0.447 0.291 -0.149 0.460 -0.230 0.380 -0.005 0.497 | -| p4040_p | -0.001 -0.663 0.024 0.249 -0.296 0.044 0.010 0.243 0.595 0.205 -0.003 -0.425 0.336 1.000 0.002 0.006 0.612 0.536 -0.213 0.502 -0.107 0.537 0.097 0.648 | -| phi_s | -0.030 -0.008 0.022 -0.004 -0.076 -0.033 0.700 -0.006 0.005 -0.015 -0.003 -0.014 0.004 0.002 1.000 0.010 0.008 -0.001 -0.006 -0.016 -0.018 0.004 -0.010 0.009 | -| omega_s | -0.004 -0.012 0.524 0.004 -0.033 0.046 -0.019 0.000 0.005 0.009 -0.005 -0.010 0.005 0.006 0.010 1.000 0.010 0.006 -0.004 -0.004 -0.010 0.011 -0.007 0.011 | -| p3770_p | -0.007 -0.803 0.037 0.428 -0.347 0.076 0.013 0.378 0.529 0.315 0.006 -0.464 0.447 0.612 0.008 0.010 1.000 0.542 -0.295 0.456 -0.375 0.720 -0.055 0.736 | -| p3770_s | -0.000 -0.764 0.033 0.399 -0.372 0.062 0.011 0.332 0.490 0.283 0.056 -0.341 0.291 0.536 -0.001 0.006 0.542 1.000 -0.247 0.542 -0.316 0.663 -0.038 0.756 | -| p4415_s | 0.002 0.329 -0.007 -0.048 0.084 -0.014 -0.004 -0.067 -0.182 -0.049 0.069 0.304 -0.149 -0.213 -0.006 -0.004 -0.295 -0.247 1.000 -0.190 0.381 -0.326 -0.046 -0.329 | -| jpsi_p | 0.001 -0.548 0.010 0.122 -0.316 0.018 -0.002 0.164 0.560 0.145 0.100 -0.208 0.460 0.502 -0.016 -0.004 0.456 0.542 -0.190 1.000 -0.202 0.314 0.136 0.489 | -| p4160_s | 0.012 0.463 -0.014 -0.135 0.262 -0.035 -0.006 -0.196 -0.295 -0.142 0.028 0.351 -0.230 -0.107 -0.018 -0.010 -0.375 -0.316 0.381 -0.202 1.000 -0.485 -0.022 -0.446 | -| DDstar_p | -0.006 -0.921 0.046 0.597 -0.440 0.100 0.008 0.491 0.341 0.405 0.110 -0.586 0.380 0.537 0.004 0.011 0.720 0.663 -0.326 0.314 -0.485 1.000 -0.277 0.929 | -| p4415_p | 0.011 0.144 -0.013 -0.163 0.183 -0.037 0.000 -0.192 0.267 -0.147 -0.024 0.024 -0.005 0.097 -0.010 -0.007 -0.055 -0.038 -0.046 0.136 -0.022 -0.277 1.000 -0.143 | -| Dbar_s | -0.006 -0.929 0.037 0.633 -0.465 0.076 0.012 0.403 0.501 0.326 0.089 -0.533 0.497 0.648 0.009 0.011 0.736 0.756 -0.329 0.489 -0.446 0.929 -0.143 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21661861567944696}), (, {'error': 4.739033210092314}), (, {'error': 0.2577303132849753}), (, {'error': 0.17830820923549373}), (, {'error': 0.06098980503487972}), (, {'error': 0.34188423290599773}), (, {'error': 0.22283756847534208}), (, {'error': 0.01711806388291448}), (, {'error': 0.11206449619360281}), (, {'error': 0.00809493826771246}), (, {'error': 0.07981514983090071}), (, {'error': 0.18298872042303793}), (, {'error': 0.03697162830518064}), (, {'error': 0.20886561520489622}), (, {'error': 1.0708097953132896}), (, {'error': 0.8870853891993731}), (, {'error': 0.1913696827244653}), (, {'error': 0.3307322170773571}), (, {'error': 0.18351330386104336}), (, {'error': 0.034948351573646175}), (, {'error': 0.16721402701299182}), (, {'error': 1.943017860438362}), (, {'error': 0.1843885038888864}), (, {'error': 0.24325345004671822})]) -Toy 24/25 -Time taken: 2 h, 35 min -Projected time left: 6 min, 28 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.034E+05 | Ncalls=516 (527 total) | -| EDM = 1.46E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 303374.1944098787 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.965 | 0.004 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 5.622 | 0.026 | | |-6.28319 | 6.28319 | | -| 2 | omega_p | 1.648 | 0.008 | | |-6.28319 | 6.28319 | | -| 3 | Ctt | -0.890 | 0.002 | | | -1.5 | 1.5 | | -| 4 | bplus_2 | -0.789 | 0.009 | | | -2 | 2 | | -| 5 | rho_s | 1.557 | 0.001 | | |0.0253049| 2.0747 | | -| 6 | phi_p | 1.229 | 0.007 | | |-6.28319 | 6.28319 | | -| 7 | bplus_1 | 1.683 | 0.007 | | | -2 | 2 | | -| 8 | p4160_p | -5.581 | 0.018 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -1.6 | 3.6 | | | -2 | 2 | | -| 10| DDstar_s | 1.491E-1 | 0.009E-1 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.491 | 0.001 | | |0.00501244| 2.01499 | | -| 12| psi2s_p | 4.072 | 0.015 | | |-6.28319 | 6.28319 | | -| 13| p4040_p | -2.869 | 0.017 | | |-6.28319 | 6.28319 | | -| 14| phi_s | 17.267 | 0.006 | | | 14.8182 | 23.5818 | | -| 15| omega_s | 6.681 | 0.004 | | | 4.19232 | 9.40768 | | -| 16| p3770_p | 5.811 | 0.007 | | |-6.28319 | 6.28319 | | -| 17| p3770_s | 2.621 | 0.002 | | |0.918861 | 4.08114 | | -| 18| p4415_s | 1.133 | 0.002 | | |0.126447 | 2.35355 | | -| 19| jpsi_p | 5.27 | 0.10 | | |-6.28319 | 6.28319 | | -| 20| p4160_s | 0.365E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 21| DDstar_p | 3.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 22| p4415_p | 5.194 | 0.005 | | |-6.28319 | 6.28319 | | -| 23| Dbar_s | -2.557E-1 | 0.002E-1 | | | -0.3 | 0.3 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p Dbar_p omega_p Ctt bplus_2 rho_s phi_p bplus_1 p4160_p bplus_0 DDstar_s p4040_s psi2s_p p4040_p phi_s omega_s p3770_p p3770_s p4415_s jpsi_p p4160_s DDstar_p p4415_p Dbar_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.654 0.002 -0.236 -0.631 -0.021 -0.031 -0.654 -0.648 -0.664 -0.598 0.107 -0.640 0.587 -0.125 -0.028 -0.578 0.099 0.355 -0.663 0.039 -0.646 -0.065 -0.009 | -| Dbar_p | -0.654 1.000 -0.002 0.349 0.935 0.031 0.045 0.969 0.960 0.984 0.885 -0.159 0.948 -0.870 0.186 0.042 0.856 -0.146 -0.526 0.982 -0.058 0.956 0.097 0.014 | -| omega_p | 0.002 -0.002 1.000 -0.001 -0.002 0.000 0.000 -0.002 -0.002 -0.002 -0.002 0.000 -0.002 0.002 -0.000 -0.000 -0.002 0.000 0.001 -0.002 0.000 -0.002 -0.000 -0.000 | -| Ctt | -0.236 0.349 -0.001 1.000 0.337 0.011 0.016 0.350 0.346 0.355 0.319 -0.057 0.342 -0.314 0.067 0.015 0.309 -0.053 -0.190 0.354 -0.021 0.347 0.035 0.005 | -| bplus_2 | -0.631 0.935 -0.002 0.337 1.000 0.030 0.043 0.936 0.927 0.950 0.855 -0.154 0.916 -0.840 0.180 0.040 0.827 -0.141 -0.508 0.949 -0.056 0.924 0.094 0.013 | -| rho_s | -0.021 0.031 0.000 0.011 0.030 1.000 0.002 0.031 0.031 0.032 0.028 -0.005 0.030 -0.028 0.006 0.001 0.027 -0.005 -0.017 0.031 -0.002 0.031 0.003 0.000 | -| phi_p | -0.031 0.045 0.000 0.016 0.043 0.002 1.000 0.045 0.045 0.046 0.041 -0.007 0.044 -0.040 0.009 0.002 0.040 -0.007 -0.024 0.046 -0.003 0.044 0.005 0.001 | -| bplus_1 | -0.654 0.969 -0.002 0.350 0.936 0.031 0.045 1.000 0.961 0.985 0.886 -0.159 0.949 -0.871 0.186 0.042 0.857 -0.146 -0.526 0.984 -0.058 0.957 0.097 0.013 | -| p4160_p | -0.648 0.960 -0.002 0.346 0.927 0.031 0.045 0.961 1.000 0.976 0.878 -0.158 0.940 -0.863 0.184 0.041 0.849 -0.145 -0.522 0.974 -0.057 0.949 0.096 0.013 | -| bplus_0 | -0.664 0.984 -0.002 0.355 0.950 0.032 0.046 0.985 0.976 1.000 0.900 -0.162 0.964 -0.884 0.189 0.042 0.870 -0.148 -0.534 0.999 -0.059 0.972 0.098 0.013 | -| DDstar_s | -0.598 0.885 -0.002 0.319 0.855 0.028 0.041 0.886 0.878 0.900 1.000 -0.146 0.867 -0.795 0.170 0.038 0.783 -0.134 -0.481 0.898 -0.053 0.873 0.089 0.012 | -| p4040_s | 0.107 -0.159 0.000 -0.057 -0.154 -0.005 -0.007 -0.159 -0.158 -0.162 -0.146 1.000 -0.156 0.144 -0.031 -0.007 -0.141 0.024 0.086 -0.162 0.010 -0.157 -0.016 -0.002 | -| psi2s_p | -0.640 0.948 -0.002 0.342 0.916 0.030 0.044 0.949 0.940 0.964 0.867 -0.156 1.000 -0.852 0.182 0.041 0.838 -0.143 -0.515 0.962 -0.057 0.936 0.095 0.013 | -| p4040_p | 0.587 -0.870 0.002 -0.314 -0.840 -0.028 -0.040 -0.871 -0.863 -0.884 -0.795 0.144 -0.852 1.000 -0.167 -0.038 -0.769 0.131 0.472 -0.883 0.052 -0.860 -0.087 -0.012 | -| phi_s | -0.125 0.186 -0.000 0.067 0.180 0.006 0.009 0.186 0.184 0.189 0.170 -0.031 0.182 -0.167 1.000 0.008 0.164 -0.028 -0.101 0.189 -0.011 0.184 0.019 0.003 | -| omega_s | -0.028 0.042 -0.000 0.015 0.040 0.001 0.002 0.042 0.041 0.042 0.038 -0.007 0.041 -0.038 0.008 1.000 0.037 -0.006 -0.023 0.042 -0.002 0.041 0.004 0.001 | -| p3770_p | -0.578 0.856 -0.002 0.309 0.827 0.027 0.040 0.857 0.849 0.870 0.783 -0.141 0.838 -0.769 0.164 0.037 1.000 -0.129 -0.465 0.869 -0.051 0.845 0.086 0.012 | -| p3770_s | 0.099 -0.146 0.000 -0.053 -0.141 -0.005 -0.007 -0.146 -0.145 -0.148 -0.134 0.024 -0.143 0.131 -0.028 -0.006 -0.129 1.000 0.079 -0.148 0.009 -0.144 -0.015 -0.002 | -| p4415_s | 0.355 -0.526 0.001 -0.190 -0.508 -0.017 -0.024 -0.526 -0.522 -0.534 -0.481 0.086 -0.515 0.472 -0.101 -0.023 -0.465 0.079 1.000 -0.534 0.031 -0.519 -0.052 -0.007 | -| jpsi_p | -0.663 0.982 -0.002 0.354 0.949 0.031 0.046 0.984 0.974 0.999 0.898 -0.162 0.962 -0.883 0.189 0.042 0.869 -0.148 -0.534 1.000 -0.059 0.970 0.098 0.013 | -| p4160_s | 0.039 -0.058 0.000 -0.021 -0.056 -0.002 -0.003 -0.058 -0.057 -0.059 -0.053 0.010 -0.057 0.052 -0.011 -0.002 -0.051 0.009 0.031 -0.059 1.000 -0.057 -0.006 -0.001 | -| DDstar_p | -0.646 0.956 -0.002 0.347 0.924 0.031 0.044 0.957 0.949 0.972 0.873 -0.157 0.936 -0.860 0.184 0.041 0.845 -0.144 -0.519 0.970 -0.057 1.000 0.094 0.014 | -| p4415_p | -0.065 0.097 -0.000 0.035 0.094 0.003 0.005 0.097 0.096 0.098 0.089 -0.016 0.095 -0.087 0.019 0.004 0.086 -0.015 -0.052 0.098 -0.006 0.094 1.000 0.001 | -| Dbar_s | -0.009 0.014 -0.000 0.005 0.013 0.000 0.001 0.013 0.013 0.013 0.012 -0.002 0.013 -0.012 0.003 0.001 0.012 -0.002 -0.007 0.013 -0.001 0.014 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.003623057742422553}), (, {'error': 0.02603932642110518}), (, {'error': 0.007778211449861239}), (, {'error': 0.0018760588457569227}), (, {'error': 0.008642042547083562}), (, {'error': 0.0012872341394150055}), (, {'error': 0.007089473324405571}), (, {'error': 0.007002197282364175}), (, {'error': 0.018237669211459195}), (, {'error': 3.615955864902076}), (, {'error': 0.00087819643820089}), (, {'error': 0.0012644460701350946}), (, {'error': 0.01476276453901093}), (, {'error': 0.016540123044402666}), (, {'error': 0.005781727540574266}), (, {'error': 0.003773223325957087}), (, {'error': 0.007398480762074833}), (, {'error': 0.0023017831541598532}), (, {'error': 0.0018991239923138448}), (, {'error': 0.10440565550713732}), (, {'error': 0.00045559894282387603}), (, {'error': 0.4758813550902419}), (, {'error': 0.004661128905254941}), (, {'error': 0.00022699627232489195})]) -Toy 25/25 -Time taken: 2 h, 40 min -Projected time left: -17/25 fits converged -Mean Ctt value = -0.3688013746775858 -Mean Ctt error = 0.20248329157490463 -95 Sensitivy = 0.00034439566028286587 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247872.out b/finished fits/ff1data1/slurm-2247872.out deleted file mode 100644 index 5df8375..0000000 --- a/finished fits/ff1data1/slurm-2247872.out +++ /dev/null @@ -1,5056 +0,0 @@ -Simulation starting -2019-09-05 19:10:54.632542: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:10:54.967758: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:96:00.0 -2019-09-05 19:10:54.968391: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:10:54.971286: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:10:54.974294: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:10:54.975002: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:10:54.977836: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:10:54.979875: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:10:54.986507: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:10:54.992498: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:10:54.993045: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:10:55.020923: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:10:55.021343: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5587d06dc210 executing computations on platform Host. Devices: -2019-09-05 19:10:55.021386: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:10:55.025702: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:96:00.0 -2019-09-05 19:10:55.025796: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:10:55.025824: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:10:55.025848: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:10:55.025871: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:10:55.025895: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:10:55.025918: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:10:55.025943: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:10:55.033641: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:10:55.033864: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:10:55.241011: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:10:55.241068: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:10:55.241082: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:10:55.250244: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:96:00.0, compute capability: 3.7) -2019-09-05 19:10:55.253097: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5587d0c387e0 executing computations on platform CUDA. Devices: -2019-09-05 19:10:55.253144: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:10:57.426831 140699682334464 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:10:57.485657 140699682334464 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:10:57.997673 140699682334464 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:11:21.269302: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:11:30.208410 140699682334464 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300257.4658953 Edm = 15.7718 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300257.4658953 Edm = 15.7718 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299047.2767352 Edm = 1.41972 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299036.9423408 Edm = 1.59726 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299003.6769448 Edm = 40.0532 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298949.2475607 Edm = 47.541 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297808.2583198 Edm = 27.2649 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297712.9321812 Edm = 7.71336 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297706.8950617 Edm = 0.236119 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297706.4745001 Edm = 0.240044 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297659.9984139 Edm = 1.78244 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297657.9329715 Edm = 0.0129965 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297657.7392209 Edm = 0.180807 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297655.4808193 Edm = 2.21785 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297573.0597506 Edm = 14.173 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297558.1933705 Edm = 0.18893 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297557.9940659 Edm = 0.0603165 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297557.3173448 Edm = 1.00345 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297552.2934344 Edm = 4.69519 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297459.3400028 Edm = 11.877 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297448.2882183 Edm = 4.21372 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297443.1758207 Edm = 1.16354 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297441.4842273 Edm = 0.305276 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297441.0523941 Edm = 0.036159 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297441.0213569 Edm = 0.00811124 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297441.0073241 Edm = 0.00633866 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297440.7070421 Edm = 0.232578 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297418.751556 Edm = 7.05431 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297378.3107167 Edm = 16.9509 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297375.9718326 Edm = 5.24054 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297374.6048723 Edm = 1.13185 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297374.0066358 Edm = 0.0409829 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297373.969193 Edm = 0.00494633 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297373.9647471 Edm = 0.00151508 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297373.9528933 Edm = 0.005684 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297373.8596861 Edm = 0.0787672 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297368.1144875 Edm = 2.11597 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297363.4910981 Edm = 0.196684 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297363.2714588 Edm = 0.00747952 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297363.262823 Edm = 0.00181159 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297363.2581127 Edm = 0.00181616 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297363.2135947 Edm = 0.0388729 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297359.3718602 Edm = 1.21288 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297358.2593295 Edm = 0.321497 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297357.9253568 Edm = 0.0531354 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297357.8510375 Edm = 0.019804 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297357.8128905 Edm = 0.00448377 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297357.8078831 Edm = 0.00084999 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297357.806003 Edm = 0.000991945 NCalls = 146 -VariableMetric: Iteration # 48 - FCN = 297357.7872463 Edm = 0.0163834 NCalls = 150 -VariableMetric: Iteration # 49 - FCN = 297356.928333 Edm = 0.700968 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297355.0761928 Edm = 1.10094 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297353.2957779 Edm = 0.158466 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297353.0446972 Edm = 0.043155 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297353.0053696 Edm = 0.00819121 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297352.9937881 Edm = 0.00112905 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297352.9919232 Edm = 0.000367523 NCalls = 170 -VariableMetric: Iteration # 56 - FCN = 297352.9901447 Edm = 0.000993049 NCalls = 172 -VariableMetric: Iteration # 57 - FCN = 297352.9848133 Edm = 0.00346385 NCalls = 175 -VariableMetric: Iteration # 58 - FCN = 297352.834636 Edm = 0.126438 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297350.3494348 Edm = 1.1285 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297348.3361683 Edm = 0.303584 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297347.9321861 Edm = 0.130369 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297347.8599999 Edm = 0.0500511 NCalls = 191 -VariableMetric: Iteration # 63 - FCN = 297347.8351791 Edm = 0.0184512 NCalls = 193 -VariableMetric: Iteration # 64 - FCN = 297347.8143538 Edm = 0.00128066 NCalls = 195 -VariableMetric: Iteration # 65 - FCN = 297347.8125734 Edm = 0.000412583 NCalls = 197 -VariableMetric: Iteration # 66 - FCN = 297347.8096242 Edm = 0.00216675 NCalls = 200 -VariableMetric: Iteration # 67 - FCN = 297347.7188639 Edm = 0.0762011 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297344.363467 Edm = 1.28192 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297341.6295387 Edm = 1.30551 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297341.2897978 Edm = 0.188441 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297341.1440193 Edm = 0.0270319 NCalls = 215 -VariableMetric: Iteration # 72 - FCN = 297341.119447 Edm = 0.00397468 NCalls = 217 -VariableMetric: Iteration # 73 - FCN = 297341.1123706 Edm = 0.00105448 NCalls = 219 -VariableMetric: Iteration # 74 - FCN = 297341.1112682 Edm = 9.10992e-05 NCalls = 220 -VariableMetric: Iteration # 75 - FCN = 297341.1111241 Edm = 6.1229e-05 NCalls = 222 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 359418.2604664 Edm = 1317.27 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 359418.2604664 Edm = 1317.27 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315764.8769205 Edm = 74.8834 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 311050.0832377 Edm = 765.264 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 310969.9925993 Edm = 40.0393 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 310822.1992105 Edm = 119.799 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299382.1678489 Edm = 156.946 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299244.9485405 Edm = 161.69 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298856.2269879 Edm = 4.0641 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298849.1726142 Edm = 5.2604 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297911.6359402 Edm = 152.877 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297751.7994788 Edm = 2.81201 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297749.9193135 Edm = 0.0704005 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297749.7056386 Edm = 0.245913 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297730.8862625 Edm = 16.9676 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297575.7294119 Edm = 7.80949 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297562.2418446 Edm = 1.55191 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297559.6304329 Edm = 0.0813931 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297559.471816 Edm = 0.0479086 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297558.1048067 Edm = 1.39439 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297547.7363406 Edm = 11.0673 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297546.6228006 Edm = 1.24586 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297542.5156635 Edm = 3.82937 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297508.0087851 Edm = 16.7987 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297500.6805543 Edm = 1.92161 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297499.4001595 Edm = 0.758832 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297498.9572036 Edm = 0.0420461 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297498.8998705 Edm = 0.0221899 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297498.5349154 Edm = 0.361349 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297472.6963337 Edm = 0.573313 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297402.3223011 Edm = 40.8826 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297371.2233654 Edm = 9.41651 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297366.5771231 Edm = 1.12773 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297365.0942445 Edm = 0.142413 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297364.7330857 Edm = 0.0330744 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297364.6730114 Edm = 0.00683448 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297364.6010411 Edm = 0.0412493 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297363.9232037 Edm = 0.453588 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297345.4242004 Edm = 10.9051 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297333.5580759 Edm = 7.26324 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297328.8146386 Edm = 0.333964 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297328.3154805 Edm = 0.0453744 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297328.2738631 Edm = 0.00882479 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297328.2607345 Edm = 0.00985748 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297328.145167 Edm = 0.109204 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297324.7203877 Edm = 1.92212 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297311.0506321 Edm = 3.85209 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297305.5796347 Edm = 0.60177 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297304.8307962 Edm = 0.172443 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297304.7183235 Edm = 0.0238484 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297304.6804736 Edm = 0.00166267 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297304.6774658 Edm = 0.00107918 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297304.665614 Edm = 0.00747469 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297304.5774216 Edm = 0.066565 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297301.5799227 Edm = 1.20319 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297296.0604782 Edm = 1.82649 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297292.6080688 Edm = 0.656942 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297292.1391471 Edm = 0.0995283 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297292.0421078 Edm = 0.00965044 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297292.0315227 Edm = 0.00281779 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297292.0278736 Edm = 0.000864501 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297292.0246388 Edm = 0.00318133 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297291.8828731 Edm = 0.148149 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297291.750347 Edm = 0.129605 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297283.9593498 Edm = 0.266223 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297283.7551137 Edm = 0.00504804 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297283.7498154 Edm = 0.000204648 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297283.7492987 Edm = 0.000333424 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297283.7243534 Edm = 0.023368 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297283.0119019 Edm = 0.437364 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297282.1467541 Edm = 0.0763714 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297282.0701078 Edm = 0.00143413 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297282.0685274 Edm = 0.00015289 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297282.068075 Edm = 0.000235867 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297282.0636809 Edm = 0.00368481 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297281.7230324 Edm = 0.269954 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297280.2077965 Edm = 0.081922 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297280.1248451 Edm = 0.00236409 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297280.1228206 Edm = 5.4924e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297280.1228206 Edm = 18.9233 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297280.1228206 Edm = 18.9233 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297279.394076 Edm = 15.6336 NCalls = 734 -VariableMetric: Iteration # 80 - FCN = 297279.3891915 Edm = 1.41593 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297278.9727021 Edm = 0.0329749 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297278.8846027 Edm = 0.0162588 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297278.8307496 Edm = 0.0126763 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297278.7307419 Edm = 0.0630066 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297278.5214265 Edm = 0.184564 NCalls = 753 -VariableMetric: Iteration # 86 - FCN = 297278.2533004 Edm = 0.257455 NCalls = 756 -VariableMetric: Iteration # 87 - FCN = 297278.1716843 Edm = 0.275361 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297277.7325254 Edm = 0.214313 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297277.6597085 Edm = 0.139333 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297277.5345677 Edm = 0.128361 NCalls = 765 -VariableMetric: Iteration # 91 - FCN = 297277.4384266 Edm = 0.0297674 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297277.4026544 Edm = 0.0105628 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297277.3892232 Edm = 0.00530959 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297277.3820888 Edm = 0.00211623 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297277.3771389 Edm = 0.00192901 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297277.3724341 Edm = 0.00155691 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297277.3666833 Edm = 0.00272505 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297277.3603633 Edm = 0.000796048 NCalls = 781 -VariableMetric: Iteration # 99 - FCN = 297277.3593586 Edm = 4.54944e-05 NCalls = 783 -VariableMetric: After Hessian - FCN = 297277.3593586 Edm = 0.00010993 NCalls = 1264 -VariableMetric: Iteration # 100 - FCN = 297277.3593586 Edm = 0.00010993 NCalls = 1264 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338909.3944167 Edm = 258.487 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338909.3944167 Edm = 258.487 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307380.7393741 Edm = 15.825 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 307348.4476521 Edm = 19.4939 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300004.4112006 Edm = 173.156 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299258.974043 Edm = 29.5073 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298870.8270591 Edm = 117.241 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298716.3947902 Edm = 23.5039 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297538.4564015 Edm = 117.341 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297490.1440727 Edm = 85.1212 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297394.4924559 Edm = 2.1349 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297392.3256455 Edm = 0.232026 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297389.7579103 Edm = 1.05406 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297385.7101525 Edm = 3.81683 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297384.0362993 Edm = 0.874222 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297382.1890968 Edm = 0.69983 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297380.7735462 Edm = 2.06119 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297379.4116967 Edm = 0.875319 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297378.0901552 Edm = 0.319283 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297377.4195288 Edm = 0.901866 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297375.9536852 Edm = 0.947991 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297374.7604622 Edm = 1.60991 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297373.3848669 Edm = 0.752261 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297371.4568287 Edm = 2.02231 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297365.5807673 Edm = 5.18758 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297360.5453354 Edm = 7.0711 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297327.7133478 Edm = 1.35906 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297326.6628058 Edm = 0.342524 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297326.1138726 Edm = 0.341188 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297323.9977402 Edm = 0.246452 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297323.6698824 Edm = 0.300203 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297323.2908116 Edm = 0.153655 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297322.2963035 Edm = 0.684301 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297302.5430758 Edm = 17.7898 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297278.4271598 Edm = 156.725 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297228.6039193 Edm = 68.3692 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297199.2611361 Edm = 28.8814 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297138.3028035 Edm = 6.80286 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297132.0754941 Edm = 1.98615 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297130.7304573 Edm = 0.0411427 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297130.6745619 Edm = 0.0224113 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297127.9201045 Edm = 2.7375 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297000.5163557 Edm = 7.67015 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 296994.7389911 Edm = 9.75557 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 296992.708213 Edm = 0.458705 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 296991.8612746 Edm = 0.0525102 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 296991.780503 Edm = 0.00729603 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 296991.7516625 Edm = 0.0191551 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 296988.6458645 Edm = 1.8125 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 296986.2667789 Edm = 5.11818 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 296980.6329264 Edm = 5.71847 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 296974.0324841 Edm = 16.7931 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 296969.0677555 Edm = 1.47565 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 296967.6601665 Edm = 0.263604 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 296967.4846768 Edm = 0.033583 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 296967.4639295 Edm = 0.00625852 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 296967.4586059 Edm = 0.00390579 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 296967.2158487 Edm = 0.238649 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 296961.8501619 Edm = 0.447316 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 296961.383419 Edm = 0.00723862 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 296961.3758267 Edm = 0.00165584 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 296961.3450064 Edm = 0.0359734 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 296960.8578114 Edm = 0.396565 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 296950.6785616 Edm = 0.910762 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 296949.8118337 Edm = 0.0807215 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 296949.7048678 Edm = 0.0047972 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 296949.6987777 Edm = 0.00148102 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 296949.6803496 Edm = 0.0202991 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 296949.2370944 Edm = 0.398603 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 296925.0683359 Edm = 1.76356 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 296922.756641 Edm = 0.563566 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 296922.3881039 Edm = 0.081917 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 296922.2960089 Edm = 0.00523876 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 296922.2903349 Edm = 0.000968315 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 296922.2860746 Edm = 0.00332127 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 296922.2542318 Edm = 0.0283114 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 296922.2476685 Edm = 0.00558178 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 296918.2096056 Edm = 2.42851 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 296910.8076752 Edm = 3.02838 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 296904.5236626 Edm = 1.7412 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 296902.4337208 Edm = 0.926497 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 296901.6084213 Edm = 0.101638 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 296901.5171908 Edm = 0.028521 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 296901.4849843 Edm = 0.00278817 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 296901.4821889 Edm = 0.000358811 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 296901.4817815 Edm = 9.35525e-05 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 296901.4801013 Edm = 0.00189859 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 296901.4621756 Edm = 0.0235475 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 296901.4608407 Edm = 0.00120984 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 296900.8555177 Edm = 0.200718 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 296900.5171209 Edm = 0.00597159 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 296900.5110727 Edm = 9.43625e-05 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 296900.510944 Edm = 3.18751e-05 NCalls = 301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313350.0379545 Edm = 34.6497 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313350.0379545 Edm = 34.6497 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298644.5638072 Edm = 7.19119 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298626.4299531 Edm = 16.1715 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298239.6001288 Edm = 8.11274 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298228.4183025 Edm = 4.69003 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298216.8368512 Edm = 1.62957 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298210.7165523 Edm = 5.70925 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298119.7287386 Edm = 63.2017 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297767.6239795 Edm = 5.41142 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297763.4151479 Edm = 2.13867 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297761.2595824 Edm = 0.448441 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297760.5870295 Edm = 0.0212405 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 297760.322981 Edm = 0.21748 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297680.1594848 Edm = 58.2064 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297633.6823351 Edm = 39.5542 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297604.9719549 Edm = 1.87032 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297603.8644196 Edm = 0.260865 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297568.1071632 Edm = 6.44539 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297567.8999587 Edm = 18.2493 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297533.754194 Edm = 16.4003 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297511.6968802 Edm = 20.0627 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297500.4684661 Edm = 2.47157 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297495.8501433 Edm = 0.490933 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297495.1957056 Edm = 0.142576 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297495.0565138 Edm = 0.0372705 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297494.977739 Edm = 0.0107556 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297494.912466 Edm = 0.0364563 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297494.2998078 Edm = 0.45537 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297492.200539 Edm = 1.98071 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297486.0722303 Edm = 2.72881 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297482.2979166 Edm = 5.28933 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297477.0094996 Edm = 13.1938 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297472.4760489 Edm = 1.67111 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297470.8728425 Edm = 1.01357 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297469.6078377 Edm = 0.494438 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297468.9508043 Edm = 0.706309 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297466.8940514 Edm = 0.663628 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297465.1773208 Edm = 1.41771 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297464.6530237 Edm = 0.774038 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297463.8661436 Edm = 0.135108 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297463.625773 Edm = 0.0274302 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297463.5291659 Edm = 0.0567716 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297463.363488 Edm = 0.423754 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297462.7472397 Edm = 8.65897 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297462.6608516 Edm = 0.126218 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297461.4596348 Edm = 0.948129 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297454.9802002 Edm = 8.59081 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297452.3485749 Edm = 0.104785 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297452.0936768 Edm = 0.322962 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297451.7763605 Edm = 0.18905 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297449.5077512 Edm = 3.86803 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297449.1630956 Edm = 0.547375 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297446.6328286 Edm = 2.33332 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297442.4630209 Edm = 7.03995 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297438.9254266 Edm = 3.87783 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297434.4936776 Edm = 0.475179 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297433.9353395 Edm = 0.101684 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297432.6921255 Edm = 1.01477 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297426.4572317 Edm = 1.51243 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297425.6781906 Edm = 0.560612 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297425.1664078 Edm = 0.0997733 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297425.0071806 Edm = 0.0223111 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297424.9751925 Edm = 0.00563394 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297424.9366698 Edm = 0.0406016 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297424.1294807 Edm = 0.694821 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297379.2762769 Edm = 24.4547 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297363.9475798 Edm = 5.94339 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297359.2045262 Edm = 0.509994 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297358.7742612 Edm = 0.0399532 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297358.7440548 Edm = 0.00347859 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297358.737976 Edm = 0.00190872 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297358.7344186 Edm = 0.00170541 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297358.7117847 Edm = 0.0195912 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297356.5712887 Edm = 1.9332 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297340.1373801 Edm = 0.779258 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297339.2112302 Edm = 0.0328746 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297339.174965 Edm = 0.00171443 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297339.17192 Edm = 0.000765838 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297339.152537 Edm = 0.0177758 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297337.0622546 Edm = 1.00544 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297335.0192077 Edm = 0.0209247 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297334.9916414 Edm = 0.00211326 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297334.988545 Edm = 0.000658093 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297334.9840261 Edm = 0.00359362 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297334.8347152 Edm = 0.127098 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297331.746657 Edm = 0.57225 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297331.0557246 Edm = 0.0132441 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297331.0441511 Edm = 0.000274744 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297331.0438107 Edm = 8.33596e-05 NCalls = 289 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336602.4367803 Edm = 50.9676 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336602.4367803 Edm = 50.9676 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301443.4798524 Edm = 57.9118 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301345.5392445 Edm = 37643.2 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301161.7843127 Edm = 47.5597 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299018.2607959 Edm = 316.839 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298462.6016142 Edm = 18.4259 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298449.4932193 Edm = 1.79003 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298387.5784989 Edm = 68.842 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298273.1982022 Edm = 38.333 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298255.22357 Edm = 15.0912 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298183.4427587 Edm = 88.9074 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298056.7979901 Edm = 38.2008 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297978.6680046 Edm = 60.7063 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297925.3139371 Edm = 59.2442 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297894.9876274 Edm = 24.1384 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297713.3673267 Edm = 6.58284 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297708.8094243 Edm = 17.7706 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297668.2568098 Edm = 11.5518 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297644.5305333 Edm = 5.11599 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297555.8751809 Edm = 49.2978 NCalls = 86 -VariableMetric: Iteration # 20 - FCN = 297552.0395345 Edm = 12.9808 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297549.4604083 Edm = 11.6164 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297546.1209801 Edm = 1.64168 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297536.1828784 Edm = 7.32867 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297528.1104474 Edm = 1.14626 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297526.0454133 Edm = 0.294628 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297525.369461 Edm = 0.236602 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297524.2311864 Edm = 0.965591 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297496.1357771 Edm = 7.04121 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297484.1176271 Edm = 0.212043 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297483.7815019 Edm = 0.0959739 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297483.5903961 Edm = 0.07172 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297482.6989613 Edm = 0.720451 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297473.9077522 Edm = 1.51817 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297471.2906248 Edm = 0.661297 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297470.5943362 Edm = 0.712784 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297469.945844 Edm = 0.196165 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297469.4248624 Edm = 0.241197 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297468.2400302 Edm = 0.770817 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297452.8688245 Edm = 4.21652 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297451.9501928 Edm = 6.89796 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297427.7586568 Edm = 33.4517 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297407.7514418 Edm = 8.16614 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297392.1910856 Edm = 1.87224 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297390.2444685 Edm = 0.333061 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297389.8551905 Edm = 0.0393984 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297389.6262189 Edm = 0.178849 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297387.7954818 Edm = 0.0680695 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297387.7145959 Edm = 0.00774132 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297387.6367872 Edm = 0.0889436 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297385.1616269 Edm = 2.27773 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297385.1334509 Edm = 0.0181702 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297385.0257516 Edm = 0.0947438 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297384.1620987 Edm = 0.601273 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297383.1096188 Edm = 0.76906 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297382.7089156 Edm = 1.40103 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297381.9112685 Edm = 0.552547 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297379.8242119 Edm = 2.69119 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297373.1171312 Edm = 8.25706 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297360.0128415 Edm = 7.3249 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297346.5587055 Edm = 1.15435 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297344.8215679 Edm = 2.3346 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297343.932733 Edm = 1.11244 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297338.9769531 Edm = 1.59914 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297335.8621919 Edm = 1.07286 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297335.2564038 Edm = 0.489747 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297334.5862321 Edm = 0.203817 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297333.077086 Edm = 0.846256 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297328.3324744 Edm = 0.54402 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297327.6275461 Edm = 0.095517 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297327.538017 Edm = 0.113142 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297327.3723397 Edm = 0.0399035 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297327.2987831 Edm = 0.012729 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297327.2879176 Edm = 0.00515895 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297327.2733686 Edm = 0.00559288 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297327.1887275 Edm = 0.0626203 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297326.4191441 Edm = 1.44539 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297325.0752842 Edm = 3.36932 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297317.4102424 Edm = 5.67022 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297307.8226966 Edm = 6.47082 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297294.2516118 Edm = 9.32035 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297274.2001861 Edm = 16.296 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297263.3700663 Edm = 3.05842 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297259.8136064 Edm = 1.56512 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297258.9695039 Edm = 0.375351 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297258.2745055 Edm = 0.129391 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297258.0679108 Edm = 0.0150885 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297258.0518107 Edm = 0.00303757 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297258.0468003 Edm = 0.00260549 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297258.0358431 Edm = 0.0123735 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297257.9367299 Edm = 0.0328133 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297257.9005035 Edm = 0.0121324 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297257.8907874 Edm = 0.00537643 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297257.6552859 Edm = 0.205796 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297252.9013319 Edm = 2.87715 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297243.8279989 Edm = 5.18734 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297241.7748353 Edm = 1.92573 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297240.2648377 Edm = 0.415179 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297239.7705675 Edm = 0.156225 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297239.518646 Edm = 0.170035 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297239.2326569 Edm = 0.419217 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297238.9330614 Edm = 0.145607 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297238.6929053 Edm = 0.0718021 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297238.6179149 Edm = 0.0538348 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297238.5624777 Edm = 0.0367895 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297238.4979995 Edm = 0.0249522 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297238.4527632 Edm = 0.046445 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297238.4353186 Edm = 0.0118714 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297238.4155024 Edm = 0.00235144 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297238.4127702 Edm = 0.000547299 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297238.412124 Edm = 0.000308677 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297238.4109448 Edm = 0.00119604 NCalls = 354 -VariableMetric: Iteration # 112 - FCN = 297238.4002457 Edm = 0.0150939 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297238.3976903 Edm = 0.00236999 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297238.3870834 Edm = 0.00949805 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297238.1245374 Edm = 0.472166 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297237.9763163 Edm = 0.647118 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297237.3654787 Edm = 0.897674 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297236.056328 Edm = 0.408404 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297235.569848 Edm = 0.0425883 NCalls = 393 -VariableMetric: Iteration # 120 - FCN = 297235.5116923 Edm = 0.0146269 NCalls = 395 -VariableMetric: Iteration # 121 - FCN = 297235.4968481 Edm = 0.00578145 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297235.49111 Edm = 0.00183323 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297235.4875732 Edm = 0.00153478 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297235.4842614 Edm = 0.000228251 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297235.4838461 Edm = 0.000172278 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297235.4799436 Edm = 0.00293756 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297235.457822 Edm = 0.0143832 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297234.9205695 Edm = 0.518717 NCalls = 416 -VariableMetric: Iteration # 129 - FCN = 297234.8442626 Edm = 0.13624 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297234.5532935 Edm = 0.346084 NCalls = 424 -VariableMetric: Iteration # 131 - FCN = 297233.0090288 Edm = 0.600545 NCalls = 431 -VariableMetric: Iteration # 132 - FCN = 297231.0358778 Edm = 1.48629 NCalls = 436 -VariableMetric: Iteration # 133 - FCN = 297230.6465271 Edm = 0.996455 NCalls = 438 -VariableMetric: Iteration # 134 - FCN = 297230.0335473 Edm = 0.577453 NCalls = 441 -VariableMetric: Iteration # 135 - FCN = 297229.5065005 Edm = 0.263696 NCalls = 444 -VariableMetric: Iteration # 136 - FCN = 297228.9220613 Edm = 0.175155 NCalls = 446 -VariableMetric: Iteration # 137 - FCN = 297228.7030444 Edm = 0.10034 NCalls = 449 -VariableMetric: Iteration # 138 - FCN = 297228.5991839 Edm = 0.0711418 NCalls = 452 -VariableMetric: Iteration # 139 - FCN = 297228.551714 Edm = 0.0614125 NCalls = 454 -VariableMetric: Iteration # 140 - FCN = 297228.4472285 Edm = 0.0651668 NCalls = 458 -VariableMetric: Iteration # 141 - FCN = 297228.1928855 Edm = 0.464769 NCalls = 462 -VariableMetric: Iteration # 142 - FCN = 297227.9165259 Edm = 0.384166 NCalls = 465 -VariableMetric: Iteration # 143 - FCN = 297227.5286316 Edm = 0.205625 NCalls = 470 -VariableMetric: Iteration # 144 - FCN = 297227.3190731 Edm = 0.030387 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297227.2742159 Edm = 0.00547002 NCalls = 474 -VariableMetric: Iteration # 146 - FCN = 297227.2695928 Edm = 0.00122722 NCalls = 476 -VariableMetric: Iteration # 147 - FCN = 297227.2679805 Edm = 0.000650998 NCalls = 478 -VariableMetric: Iteration # 148 - FCN = 297227.2655651 Edm = 0.00149872 NCalls = 481 -VariableMetric: Iteration # 149 - FCN = 297227.2550387 Edm = 0.00888471 NCalls = 484 -VariableMetric: Iteration # 150 - FCN = 297227.1454642 Edm = 0.126147 NCalls = 487 -VariableMetric: Iteration # 151 - FCN = 297226.9543841 Edm = 0.165274 NCalls = 491 -VariableMetric: Iteration # 152 - FCN = 297218.1873272 Edm = 3.92234 NCalls = 497 -VariableMetric: Iteration # 153 - FCN = 297215.8409505 Edm = 0.827085 NCalls = 499 -VariableMetric: Iteration # 154 - FCN = 297215.0871544 Edm = 0.120423 NCalls = 501 -VariableMetric: Iteration # 155 - FCN = 297215.0080745 Edm = 0.0125289 NCalls = 503 -VariableMetric: Iteration # 156 - FCN = 297214.9952442 Edm = 0.00313789 NCalls = 505 -VariableMetric: Iteration # 157 - FCN = 297214.9920789 Edm = 0.000392373 NCalls = 507 -VariableMetric: Iteration # 158 - FCN = 297214.9913151 Edm = 0.000637072 NCalls = 509 -VariableMetric: Iteration # 159 - FCN = 297214.9871193 Edm = 0.00338189 NCalls = 513 -VariableMetric: Iteration # 160 - FCN = 297214.9132233 Edm = 0.0527463 NCalls = 517 -VariableMetric: Iteration # 161 - FCN = 297214.5076144 Edm = 0.319404 NCalls = 521 -VariableMetric: Iteration # 162 - FCN = 297211.3225612 Edm = 1.91098 NCalls = 524 -VariableMetric: Iteration # 163 - FCN = 297209.8950372 Edm = 0.741124 NCalls = 526 -VariableMetric: Iteration # 164 - FCN = 297209.3707007 Edm = 0.20079 NCalls = 527 -VariableMetric: Iteration # 165 - FCN = 297209.2926973 Edm = 0.0133312 NCalls = 529 -VariableMetric: Iteration # 166 - FCN = 297209.2666546 Edm = 0.0048479 NCalls = 531 -VariableMetric: Iteration # 167 - FCN = 297209.2589931 Edm = 0.000588462 NCalls = 533 -VariableMetric: Iteration # 168 - FCN = 297209.2584289 Edm = 2.95435e-05 NCalls = 534 -VariableMetric: After Hessian - FCN = 297209.2584289 Edm = 0.872689 NCalls = 1013 -VariableMetric: Iteration # 169 - FCN = 297209.2584289 Edm = 0.872689 NCalls = 1013 -VariableMetric: Iteration # 170 - FCN = 297208.4166556 Edm = 0.0302554 NCalls = 1014 -VariableMetric: Iteration # 171 - FCN = 297208.3897884 Edm = 0.00701161 NCalls = 1015 -VariableMetric: Iteration # 172 - FCN = 297208.3669754 Edm = 0.0209647 NCalls = 1017 -VariableMetric: Iteration # 173 - FCN = 297208.3315562 Edm = 0.00863159 NCalls = 1020 -VariableMetric: Iteration # 174 - FCN = 297208.3167035 Edm = 0.000903806 NCalls = 1022 -VariableMetric: Iteration # 175 - FCN = 297208.3154321 Edm = 0.000101564 NCalls = 1024 -VariableMetric: Iteration # 176 - FCN = 297208.3153282 Edm = 3.46064e-06 NCalls = 1025 -VariableMetric: After Hessian - FCN = 297208.3153282 Edm = 3.90341e-06 NCalls = 1516 -VariableMetric: Iteration # 177 - FCN = 297208.3153282 Edm = 3.90341e-06 NCalls = 1516 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324997.6520065 Edm = 39.3382 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324997.6520065 Edm = 39.3382 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315799.7893999 Edm = 321.564 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 306113.4942101 Edm = 3.94496e+07 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 306113.4942101 Edm = 3.94496e+07 NCalls = 26 -VariableMetric: After Hessian - FCN = 306113.4942101 Edm = 6.73122e+08 NCalls = 513 -VariableMetric: Iteration # 4 - FCN = 306113.4942101 Edm = 6.73122e+08 NCalls = 513 -VariableMetric: Iteration # 5 - FCN = 300338.3286698 Edm = 35701.3 NCalls = 524 -VariableMetric: Iteration # 6 - FCN = 298193.3540827 Edm = 2.15635e+06 NCalls = 528 -VariableMetric: Iteration # 7 - FCN = 298170.041788 Edm = 233.031 NCalls = 534 -VariableMetric: Iteration # 8 - FCN = 298157.990045 Edm = 57.3902 NCalls = 536 -VariableMetric: Iteration # 9 - FCN = 298089.2932618 Edm = 8.02633 NCalls = 539 -VariableMetric: Iteration # 10 - FCN = 298067.6832152 Edm = 10.0019 NCalls = 541 -VariableMetric: Iteration # 11 - FCN = 297865.7864333 Edm = 39.9474 NCalls = 545 -VariableMetric: Iteration # 12 - FCN = 297811.9717727 Edm = 1.09848 NCalls = 547 -VariableMetric: Iteration # 13 - FCN = 297810.2027002 Edm = 0.660372 NCalls = 549 -VariableMetric: Iteration # 14 - FCN = 297669.4897304 Edm = 24.1187 NCalls = 556 -VariableMetric: Iteration # 15 - FCN = 297642.4559621 Edm = 0.227316 NCalls = 558 -VariableMetric: Iteration # 16 - FCN = 297642.1398169 Edm = 0.0496346 NCalls = 560 -VariableMetric: Iteration # 17 - FCN = 297641.3582833 Edm = 0.45795 NCalls = 563 -VariableMetric: Iteration # 18 - FCN = 297623.0407731 Edm = 8.78482 NCalls = 567 -VariableMetric: Iteration # 19 - FCN = 297604.9497168 Edm = 0.733416 NCalls = 570 -VariableMetric: Iteration # 20 - FCN = 297604.2710982 Edm = 0.0373049 NCalls = 572 -VariableMetric: Iteration # 21 - FCN = 297604.1641257 Edm = 0.0984503 NCalls = 574 -VariableMetric: Iteration # 22 - FCN = 297597.1121129 Edm = 6.51143 NCalls = 580 -VariableMetric: Iteration # 23 - FCN = 297554.1456142 Edm = 4.96709 NCalls = 584 -VariableMetric: Iteration # 24 - FCN = 297547.5869227 Edm = 0.202782 NCalls = 586 -VariableMetric: Iteration # 25 - FCN = 297547.3871323 Edm = 0.0229608 NCalls = 587 -VariableMetric: Iteration # 26 - FCN = 297547.3659088 Edm = 0.00892538 NCalls = 589 -VariableMetric: Iteration # 27 - FCN = 297546.9870433 Edm = 0.332922 NCalls = 594 -VariableMetric: Iteration # 28 - FCN = 297533.5263827 Edm = 6.10468 NCalls = 599 -VariableMetric: Iteration # 29 - FCN = 297520.0572171 Edm = 2.00819 NCalls = 601 -VariableMetric: Iteration # 30 - FCN = 297517.6808875 Edm = 0.706777 NCalls = 604 -VariableMetric: Iteration # 31 - FCN = 297517.0192816 Edm = 0.0817055 NCalls = 606 -VariableMetric: Iteration # 32 - FCN = 297516.9183389 Edm = 0.0117695 NCalls = 608 -VariableMetric: Iteration # 33 - FCN = 297516.7669281 Edm = 0.120898 NCalls = 611 -VariableMetric: Iteration # 34 - FCN = 297510.8406646 Edm = 3.29997 NCalls = 616 -VariableMetric: Iteration # 35 - FCN = 297499.4620403 Edm = 4.42577 NCalls = 620 -VariableMetric: Iteration # 36 - FCN = 297496.4856149 Edm = 0.339806 NCalls = 622 -VariableMetric: Iteration # 37 - FCN = 297496.1078624 Edm = 0.0410183 NCalls = 624 -VariableMetric: Iteration # 38 - FCN = 297496.04759 Edm = 0.0115399 NCalls = 626 -VariableMetric: Iteration # 39 - FCN = 297496.0280305 Edm = 0.00566136 NCalls = 628 -VariableMetric: Iteration # 40 - FCN = 297495.8308654 Edm = 0.197003 NCalls = 632 -VariableMetric: Iteration # 41 - FCN = 297490.0260959 Edm = 1.40445 NCalls = 639 -VariableMetric: Iteration # 42 - FCN = 297487.6098939 Edm = 0.11774 NCalls = 641 -VariableMetric: Iteration # 43 - FCN = 297487.5036143 Edm = 0.0110024 NCalls = 643 -VariableMetric: Iteration # 44 - FCN = 297487.4827163 Edm = 0.0046555 NCalls = 645 -VariableMetric: Iteration # 45 - FCN = 297487.2927768 Edm = 0.153158 NCalls = 649 -VariableMetric: Iteration # 46 - FCN = 297481.1464446 Edm = 1.16224 NCalls = 653 -VariableMetric: Iteration # 47 - FCN = 297479.1689947 Edm = 0.0872779 NCalls = 655 -VariableMetric: Iteration # 48 - FCN = 297479.0759656 Edm = 0.00850073 NCalls = 656 -VariableMetric: Iteration # 49 - FCN = 297479.0664847 Edm = 0.00195138 NCalls = 658 -VariableMetric: Iteration # 50 - FCN = 297479.0319233 Edm = 0.028968 NCalls = 662 -VariableMetric: Iteration # 51 - FCN = 297478.1960012 Edm = 0.678733 NCalls = 666 -VariableMetric: Iteration # 52 - FCN = 297469.8376026 Edm = 1.81851 NCalls = 670 -VariableMetric: Iteration # 53 - FCN = 297467.6398098 Edm = 0.15753 NCalls = 672 -VariableMetric: Iteration # 54 - FCN = 297467.4733879 Edm = 0.046691 NCalls = 673 -VariableMetric: Iteration # 55 - FCN = 297467.4360056 Edm = 0.0140118 NCalls = 674 -VariableMetric: Iteration # 56 - FCN = 297467.406167 Edm = 0.0199897 NCalls = 676 -VariableMetric: Iteration # 57 - FCN = 297466.277125 Edm = 1.09157 NCalls = 681 -VariableMetric: Iteration # 58 - FCN = 297457.4430988 Edm = 3.60843 NCalls = 685 -VariableMetric: Iteration # 59 - FCN = 297455.6850436 Edm = 0.65851 NCalls = 687 -VariableMetric: Iteration # 60 - FCN = 297455.2112538 Edm = 0.101375 NCalls = 689 -VariableMetric: Iteration # 61 - FCN = 297455.0960382 Edm = 0.0343556 NCalls = 691 -VariableMetric: Iteration # 62 - FCN = 297455.0110714 Edm = 0.0079318 NCalls = 693 -VariableMetric: Iteration # 63 - FCN = 297454.9994271 Edm = 0.00442581 NCalls = 695 -VariableMetric: Iteration # 64 - FCN = 297454.9771874 Edm = 0.0219281 NCalls = 698 -VariableMetric: Iteration # 65 - FCN = 297454.6214574 Edm = 0.401378 NCalls = 703 -VariableMetric: Iteration # 66 - FCN = 297454.591847 Edm = 0.0296267 NCalls = 706 -VariableMetric: Iteration # 67 - FCN = 297454.3456509 Edm = 0.252385 NCalls = 711 -VariableMetric: Iteration # 68 - FCN = 297454.2011341 Edm = 0.14144 NCalls = 716 -VariableMetric: Iteration # 69 - FCN = 297453.4967581 Edm = 0.758583 NCalls = 723 -VariableMetric: Iteration # 70 - FCN = 297453.4783698 Edm = 0.0199796 NCalls = 726 -VariableMetric: Iteration # 71 - FCN = 297453.1907793 Edm = 0.394925 NCalls = 731 -VariableMetric: Iteration # 72 - FCN = 297453.1780977 Edm = 0.00995721 NCalls = 733 -VariableMetric: Iteration # 73 - FCN = 297451.7685826 Edm = 1.45549 NCalls = 741 -VariableMetric: Iteration # 74 - FCN = 297451.6976341 Edm = 0.080017 NCalls = 745 -VariableMetric: Iteration # 75 - FCN = 297451.5367036 Edm = 0.157939 NCalls = 750 -VariableMetric: Iteration # 76 - FCN = 297450.4343184 Edm = 0.904009 NCalls = 757 -VariableMetric: Iteration # 77 - FCN = 297441.6838243 Edm = 4.1247 NCalls = 762 -VariableMetric: Iteration # 78 - FCN = 297439.5076088 Edm = 2.59023 NCalls = 764 -VariableMetric: Iteration # 79 - FCN = 297437.389358 Edm = 0.81813 NCalls = 767 -VariableMetric: Iteration # 80 - FCN = 297436.9537421 Edm = 0.117002 NCalls = 769 -VariableMetric: Iteration # 81 - FCN = 297436.8398643 Edm = 0.0734511 NCalls = 771 -VariableMetric: Iteration # 82 - FCN = 297436.803144 Edm = 0.0453046 NCalls = 773 -VariableMetric: Iteration # 83 - FCN = 297436.6990285 Edm = 0.0226574 NCalls = 775 -VariableMetric: Iteration # 84 - FCN = 297436.6569253 Edm = 0.0143149 NCalls = 777 -VariableMetric: Iteration # 85 - FCN = 297436.6356277 Edm = 0.00887845 NCalls = 779 -VariableMetric: Iteration # 86 - FCN = 297436.5882458 Edm = 0.036888 NCalls = 782 -VariableMetric: Iteration # 87 - FCN = 297435.7512303 Edm = 0.629438 NCalls = 786 -VariableMetric: Iteration # 88 - FCN = 297425.9178099 Edm = 3.58392 NCalls = 789 -VariableMetric: Iteration # 89 - FCN = 297422.2787963 Edm = 1.50418 NCalls = 791 -VariableMetric: Iteration # 90 - FCN = 297421.181887 Edm = 0.315726 NCalls = 793 -VariableMetric: Iteration # 91 - FCN = 297420.7834961 Edm = 0.800877 NCalls = 795 -VariableMetric: Iteration # 92 - FCN = 297420.6221773 Edm = 0.0944064 NCalls = 797 -VariableMetric: Iteration # 93 - FCN = 297420.5182418 Edm = 0.0217016 NCalls = 799 -VariableMetric: Iteration # 94 - FCN = 297420.5028444 Edm = 0.00163271 NCalls = 801 -VariableMetric: Iteration # 95 - FCN = 297420.5008235 Edm = 0.000275822 NCalls = 803 -VariableMetric: Iteration # 96 - FCN = 297420.5003526 Edm = 0.000164904 NCalls = 805 -VariableMetric: Iteration # 97 - FCN = 297420.4996412 Edm = 0.000561085 NCalls = 807 -VariableMetric: Iteration # 98 - FCN = 297420.4315923 Edm = 0.0640782 NCalls = 814 -VariableMetric: Iteration # 99 - FCN = 297418.7104682 Edm = 0.69034 NCalls = 818 -VariableMetric: Iteration # 100 - FCN = 297417.7716809 Edm = 0.0754308 NCalls = 820 -VariableMetric: Iteration # 101 - FCN = 297417.6940808 Edm = 0.00445315 NCalls = 822 -VariableMetric: Iteration # 102 - FCN = 297417.6886418 Edm = 0.00021775 NCalls = 824 -VariableMetric: Iteration # 103 - FCN = 297417.6884055 Edm = 3.33244e-05 NCalls = 826 -VariableMetric: After Hessian - FCN = 297417.6884055 Edm = 244.686 NCalls = 1333 -VariableMetric: Iteration # 104 - FCN = 297417.6884055 Edm = 244.686 NCalls = 1333 -VariableMetric: Iteration # 105 - FCN = 297417.0547928 Edm = 36.9386 NCalls = 1337 -VariableMetric: Iteration # 106 - FCN = 297416.4165169 Edm = 0.232079 NCalls = 1339 -VariableMetric: Iteration # 107 - FCN = 297416.3143106 Edm = 0.0109024 NCalls = 1341 -VariableMetric: Iteration # 108 - FCN = 297416.2963566 Edm = 0.00311791 NCalls = 1343 -VariableMetric: Iteration # 109 - FCN = 297416.288137 Edm = 0.00473109 NCalls = 1345 -VariableMetric: Iteration # 110 - FCN = 297416.2767049 Edm = 0.00235043 NCalls = 1347 -VariableMetric: Iteration # 111 - FCN = 297416.2726435 Edm = 0.000522103 NCalls = 1349 -VariableMetric: Iteration # 112 - FCN = 297416.2718464 Edm = 3.66318e-05 NCalls = 1351 -VariableMetric: After Hessian - FCN = 297416.2718464 Edm = 4.43477e-05 NCalls = 1858 -VariableMetric: Iteration # 113 - FCN = 297416.2718464 Edm = 4.43477e-05 NCalls = 1858 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323701.4448142 Edm = 6458.44 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323701.4448142 Edm = 6458.44 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302100.2677288 Edm = 3.15224 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302046.7682926 Edm = 2.27547 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301109.2622141 Edm = 184.672 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300898.1191235 Edm = 3.58854 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300893.3928454 Edm = 1.07025 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 300891.7831952 Edm = 1.1751 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299314.0996447 Edm = 6.6277 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299314.0996447 Edm = 6.6277 NCalls = 47 -VariableMetric: After Hessian - FCN = 299314.0996447 Edm = 2.18243e+08 NCalls = 516 -VariableMetric: Iteration # 9 - FCN = 299314.0996447 Edm = 2.18243e+08 NCalls = 516 -VariableMetric: Iteration # 10 - FCN = 299314.0996447 Edm = 2.18243e+08 NCalls = 527 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314360.3434393 Edm = 23.6068 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314360.3434393 Edm = 23.6068 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306662.1956194 Edm = 31.1202 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306629.7524486 Edm = 163.147 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301063.9075359 Edm = 12.0447 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301041.4775977 Edm = 17.3217 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300996.4701251 Edm = 6.91102 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300954.5307389 Edm = 35.3182 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297742.6040693 Edm = 179.918 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297672.0762033 Edm = 551.836 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297520.9980928 Edm = 7.39293 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297509.9818695 Edm = 1.36292 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297506.0012849 Edm = 0.215453 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297505.8397365 Edm = 0.0337688 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297505.5755778 Edm = 0.243078 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297460.6575862 Edm = 1.169 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297396.8559707 Edm = 0.998259 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297395.7372525 Edm = 0.0569273 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297395.6155066 Edm = 0.0349113 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297395.4573528 Edm = 0.108038 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297385.6388113 Edm = 9.07876 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297319.2110721 Edm = 7.4198 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297308.5258008 Edm = 5.04565 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297300.1380017 Edm = 2.83421 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297297.783711 Edm = 1.00406 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297296.6902634 Edm = 0.224687 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297296.5220037 Edm = 0.0184964 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297296.4965737 Edm = 0.00613994 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297296.3983963 Edm = 0.0929809 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297292.778461 Edm = 4.18188 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297292.7110037 Edm = 0.0795696 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297292.0909068 Edm = 0.876791 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297291.9662958 Edm = 0.121074 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297287.6609976 Edm = 4.53414 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297287.6045708 Edm = 0.0576063 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297286.4906822 Edm = 1.83762 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297286.1278814 Edm = 0.380814 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297286.0323003 Edm = 0.0742951 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297281.0885547 Edm = 3.2381 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297265.0994429 Edm = 9.37476 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297261.6085302 Edm = 3.30167 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297260.7357307 Edm = 0.454146 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297260.4211056 Edm = 0.0188911 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297260.3975305 Edm = 0.00334836 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297260.3871761 Edm = 0.00685118 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297260.3081311 Edm = 0.0826778 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297253.1339763 Edm = 7.85148 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297253.0856177 Edm = 0.0145812 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297253.062911 Edm = 0.0137929 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297252.618617 Edm = 0.384197 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297250.755777 Edm = 0.84183 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297242.01931 Edm = 3.19385 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297237.2438586 Edm = 1.90178 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297235.711644 Edm = 0.478781 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297234.7818312 Edm = 0.139458 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297234.6205142 Edm = 0.00745513 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297234.6080553 Edm = 0.00164037 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297234.6030705 Edm = 0.00257452 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297234.5461506 Edm = 0.0663799 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297233.6478302 Edm = 1.05422 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297233.6362029 Edm = 0.00861619 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297231.9081414 Edm = 1.62263 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297222.8839995 Edm = 0.993293 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297221.7022195 Edm = 0.0141355 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297221.6870448 Edm = 0.00230624 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297221.6769373 Edm = 0.00851575 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297221.4411024 Edm = 0.219206 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297216.6063433 Edm = 1.72673 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297213.6543159 Edm = 0.161782 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297213.4445874 Edm = 0.0968836 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297213.3554976 Edm = 0.0684658 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297213.1161194 Edm = 0.0691827 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297212.9467135 Edm = 0.223124 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297212.8584445 Edm = 0.0541799 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297212.7833663 Edm = 0.0062708 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297212.7757115 Edm = 0.000938039 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297212.7748392 Edm = 0.000313056 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297212.7724362 Edm = 0.00207141 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297212.578258 Edm = 0.184346 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297210.1934329 Edm = 1.36352 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297209.9144965 Edm = 0.463064 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297208.5243328 Edm = 1.02969 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297205.0496408 Edm = 0.350865 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297204.8019172 Edm = 0.0128693 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297204.7843208 Edm = 0.00261449 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297204.7800411 Edm = 0.000527401 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297204.7791477 Edm = 0.000395436 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297204.7712057 Edm = 0.00747103 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297203.7020734 Edm = 0.960677 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297198.791881 Edm = 1.57216 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297197.327755 Edm = 0.266415 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297196.973715 Edm = 0.0611658 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297196.9154067 Edm = 0.0119227 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297196.9056749 Edm = 0.0018965 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297196.9024051 Edm = 0.000349013 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297196.8988123 Edm = 0.00327135 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297196.7730273 Edm = 0.142904 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297196.7715717 Edm = 0.000896381 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297196.6935051 Edm = 0.0816408 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297195.2847289 Edm = 0.330267 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297190.8540922 Edm = 1.80677 NCalls = 329 -VariableMetric: Iteration # 100 - FCN = 297186.9427971 Edm = 0.801329 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297186.225099 Edm = 0.27392 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297185.9442959 Edm = 0.0257982 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297185.9119978 Edm = 0.00261182 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297185.9093399 Edm = 0.000449846 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297185.9086289 Edm = 0.000200101 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297185.9074107 Edm = 0.000854631 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297185.9039874 Edm = 0.00339094 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297185.8934221 Edm = 0.0108339 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297185.8540352 Edm = 0.0318565 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297185.5571625 Edm = 0.175838 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297183.0341227 Edm = 0.884017 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297182.1114277 Edm = 0.0584239 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297182.065867 Edm = 0.00276517 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297182.0631898 Edm = 0.00012032 NCalls = 366 -VariableMetric: Iteration # 115 - FCN = 297182.0629853 Edm = 8.72971e-05 NCalls = 368 -VariableMetric: Iteration # 116 - FCN = 297182.0617268 Edm = 0.00125478 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297182.0076326 Edm = 0.0489733 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297181.2360289 Edm = 0.321351 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297180.6444306 Edm = 0.0417819 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297180.5984783 Edm = 0.00265669 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297180.5956884 Edm = 0.000144987 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297180.595522 Edm = 2.14924e-05 NCalls = 388 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305343.9435804 Edm = 20.0724 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305343.9435804 Edm = 20.0724 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300975.6882306 Edm = 10.2302 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300936.7711517 Edm = 16.2706 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300746.9991511 Edm = 219.177 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297889.7223934 Edm = 71.5168 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297753.2286898 Edm = 139.986 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297410.275607 Edm = 4.82733 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297397.5615531 Edm = 0.495224 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297396.8448866 Edm = 0.367907 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297374.3251414 Edm = 20.4412 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297330.8266542 Edm = 13.6546 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297319.206528 Edm = 0.517664 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297318.6989816 Edm = 0.0264539 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297318.4863365 Edm = 0.187091 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297302.415663 Edm = 0.920185 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297301.3052548 Edm = 0.0335072 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297301.1896225 Edm = 0.0886882 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297298.039254 Edm = 3.047 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297173.1038725 Edm = 11.1463 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297148.4239439 Edm = 11.4279 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297137.0469465 Edm = 0.937731 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297136.0590076 Edm = 0.0638762 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297135.9877834 Edm = 0.0125675 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297135.9577971 Edm = 0.0191885 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297134.320458 Edm = 1.74443 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297131.8255072 Edm = 1.97182 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297120.1954705 Edm = 0.0921679 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297120.0966059 Edm = 0.00807704 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297120.0582359 Edm = 0.0261772 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297117.7319973 Edm = 2.27367 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297069.1545485 Edm = 6.8112 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297059.3265745 Edm = 1.7944 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297055.2413573 Edm = 0.406002 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297054.9570736 Edm = 0.353402 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297054.7877095 Edm = 0.0280526 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297054.7573861 Edm = 0.00152521 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297054.7534364 Edm = 0.00226243 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297054.5731858 Edm = 0.149862 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297045.8635194 Edm = 2.06944 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297043.2831604 Edm = 0.915243 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297042.2563661 Edm = 0.280111 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297041.917115 Edm = 0.0392977 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297041.876512 Edm = 0.00272622 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297041.8733172 Edm = 0.00108996 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297041.8590986 Edm = 0.0126648 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297040.6004555 Edm = 1.2243 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297028.0761628 Edm = 0.650581 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297027.3488634 Edm = 0.193785 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297027.1728096 Edm = 0.0517771 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297027.1005376 Edm = 0.00401436 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297027.0961044 Edm = 0.000231508 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297027.09526 Edm = 0.000591526 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297027.0532122 Edm = 0.0410488 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297026.1081013 Edm = 0.326485 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297025.5801457 Edm = 0.0185132 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297025.5601308 Edm = 0.0005115 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297025.5592079 Edm = 0.000162937 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297025.5586241 Edm = 0.000346769 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297025.5215186 Edm = 0.0365343 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297024.3229332 Edm = 0.689833 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297023.4020029 Edm = 0.146859 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297023.3092411 Edm = 0.00828552 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297023.3021948 Edm = 0.000119114 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297023.302064 Edm = 2.68808e-05 NCalls = 199 -VariableMetric: After Hessian - FCN = 297023.302064 Edm = 3.65841 NCalls = 678 -VariableMetric: Iteration # 64 - FCN = 297023.302064 Edm = 3.65841 NCalls = 678 -VariableMetric: Iteration # 65 - FCN = 297022.9338633 Edm = 3.54804 NCalls = 680 -VariableMetric: Iteration # 66 - FCN = 297022.5342728 Edm = 1.98849 NCalls = 682 -VariableMetric: Iteration # 67 - FCN = 297021.6875285 Edm = 0.257475 NCalls = 684 -VariableMetric: Iteration # 68 - FCN = 297021.2170958 Edm = 0.0723086 NCalls = 686 -VariableMetric: Iteration # 69 - FCN = 297021.082714 Edm = 0.0871067 NCalls = 688 -VariableMetric: Iteration # 70 - FCN = 297020.999115 Edm = 0.0180717 NCalls = 690 -VariableMetric: Iteration # 71 - FCN = 297020.9607443 Edm = 0.0138536 NCalls = 692 -VariableMetric: Iteration # 72 - FCN = 297020.9137061 Edm = 0.020355 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297020.8869012 Edm = 0.0435026 NCalls = 702 -VariableMetric: Iteration # 74 - FCN = 297020.8582084 Edm = 0.0146443 NCalls = 704 -VariableMetric: Iteration # 75 - FCN = 297020.8284404 Edm = 0.0150569 NCalls = 707 -VariableMetric: Iteration # 76 - FCN = 297020.7913062 Edm = 0.0213226 NCalls = 709 -VariableMetric: Iteration # 77 - FCN = 297020.7039138 Edm = 0.227154 NCalls = 713 -VariableMetric: Iteration # 78 - FCN = 297020.6251614 Edm = 0.0635305 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297020.5719363 Edm = 0.103705 NCalls = 722 -VariableMetric: Iteration # 80 - FCN = 297020.5115488 Edm = 0.0839976 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297020.3762708 Edm = 0.0527375 NCalls = 728 -VariableMetric: Iteration # 82 - FCN = 297020.172108 Edm = 0.0694916 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297019.9368091 Edm = 0.299309 NCalls = 734 -VariableMetric: Iteration # 84 - FCN = 297019.5064768 Edm = 0.507958 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297019.2701659 Edm = 0.892855 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297018.3334948 Edm = 0.449536 NCalls = 746 -VariableMetric: Iteration # 87 - FCN = 297017.8472515 Edm = 1.70532 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297017.3186055 Edm = 0.798211 NCalls = 752 -VariableMetric: Iteration # 89 - FCN = 297015.3775995 Edm = 1.05158 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297014.9736524 Edm = 1.39675 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297014.2521348 Edm = 0.880077 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297013.8207366 Edm = 0.499432 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297013.0630129 Edm = 0.467108 NCalls = 767 -VariableMetric: Iteration # 94 - FCN = 297012.5479509 Edm = 0.58264 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297012.2654628 Edm = 0.347454 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297012.0265198 Edm = 0.0353086 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297011.9911147 Edm = 0.00298466 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297011.9874356 Edm = 0.000753974 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297011.9861585 Edm = 0.000346665 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297011.9855609 Edm = 0.000167219 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297011.9853811 Edm = 1.50171e-05 NCalls = 784 -VariableMetric: After Hessian - FCN = 297011.9853811 Edm = 2.14045e-05 NCalls = 1263 -VariableMetric: Iteration # 102 - FCN = 297011.9853811 Edm = 2.14045e-05 NCalls = 1263 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327897.3112211 Edm = 719.859 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327897.3112211 Edm = 719.859 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308252.0420747 Edm = 10.6385 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306475.7063266 Edm = 20.5425 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 306462.8735791 Edm = 29.0842 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 306427.8643472 Edm = 31.2549 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 303153.2104034 Edm = 184.298 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 301558.4096094 Edm = 55.6835 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 299908.8938818 Edm = 29701.5 NCalls = 46 -VariableMetric: Iteration # 8 - FCN = 299900.7672802 Edm = 103.746 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298656.6736321 Edm = 178.537 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298184.9286788 Edm = 5.36932 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298177.4576883 Edm = 0.973664 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 298175.0789167 Edm = 0.390283 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 298122.5911681 Edm = 23.5487 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 298033.2985027 Edm = 2.98806 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 298029.7040994 Edm = 0.0343932 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 298029.5514329 Edm = 0.118417 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 298005.04316 Edm = 20.1164 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297943.708439 Edm = 0.941044 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297942.6926259 Edm = 0.0549256 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297940.0776374 Edm = 2.3948 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297678.0080622 Edm = 137.552 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297578.5856523 Edm = 20.6444 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297561.7691775 Edm = 4.4472 NCalls = 99 -VariableMetric: Iteration # 24 - FCN = 297557.9326824 Edm = 0.962537 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297556.942886 Edm = 0.222719 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297556.6656464 Edm = 0.0310251 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297556.5902367 Edm = 0.0234001 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297550.8433981 Edm = 3.59263 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297533.5848821 Edm = 0.551597 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297532.9724272 Edm = 0.0487612 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297532.8907434 Edm = 0.0536036 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297531.7282398 Edm = 1.4442 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297521.0028921 Edm = 10.0438 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297484.9558967 Edm = 12.3399 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297478.6530906 Edm = 1.80365 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297476.9045328 Edm = 0.950413 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297476.0880453 Edm = 0.0888439 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297476.0074415 Edm = 0.0395817 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297475.9409757 Edm = 0.0272613 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297475.7435366 Edm = 0.14495 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297466.3116835 Edm = 9.1786 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297452.3173157 Edm = 3.86619 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297446.8128189 Edm = 0.653631 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297446.0782688 Edm = 0.230107 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297445.894504 Edm = 0.0358502 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297445.8075715 Edm = 0.0131596 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297445.7496941 Edm = 0.0198829 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297445.6252725 Edm = 0.0692046 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297442.7440497 Edm = 3.06271 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297419.5688919 Edm = 9.63403 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297411.8670495 Edm = 4.8265 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297407.4702617 Edm = 0.538325 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297406.5720753 Edm = 0.143965 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297406.4090899 Edm = 0.0394646 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297406.3405385 Edm = 0.0252994 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297406.1593679 Edm = 0.153691 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297405.4426082 Edm = 0.464935 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297402.2472232 Edm = 3.2768 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297373.3708922 Edm = 16.5949 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297360.9570767 Edm = 4.30648 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297356.1250018 Edm = 0.416415 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297355.3071805 Edm = 0.153308 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297355.087859 Edm = 0.0513525 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297355.0246557 Edm = 0.0117101 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297355.0073757 Edm = 0.00279919 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297355.0015953 Edm = 0.00244523 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297354.9776298 Edm = 0.0106082 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297354.9208697 Edm = 0.0387284 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297353.5755806 Edm = 0.923694 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297348.172751 Edm = 1.44003 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297345.6530005 Edm = 0.116921 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297345.5415946 Edm = 0.00382203 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297345.5381265 Edm = 0.000822045 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297345.5357662 Edm = 0.00314738 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297345.5024744 Edm = 0.0424235 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297345.2374046 Edm = 0.238808 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297340.4514129 Edm = 1.00486 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297339.3507348 Edm = 0.316156 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297338.8223597 Edm = 0.178931 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297338.6209481 Edm = 0.0559059 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297338.5622241 Edm = 0.00682772 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297338.5537019 Edm = 0.000374016 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297338.5532321 Edm = 0.000101541 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297338.5515337 Edm = 0.00171086 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297338.4398154 Edm = 0.0410517 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297337.6941834 Edm = 0.503576 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297335.2731154 Edm = 0.207402 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297335.0657875 Edm = 0.0247371 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297335.0440305 Edm = 0.002383 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297335.0405627 Edm = 0.000315952 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297335.0401027 Edm = 7.67478e-05 NCalls = 294 -VariableMetric: After Hessian - FCN = 297335.0401027 Edm = 49657.5 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297335.0401027 Edm = 49657.5 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297330.4000379 Edm = 835.271 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297329.6556478 Edm = 0.439015 NCalls = 790 -VariableMetric: Iteration # 95 - FCN = 297328.8750763 Edm = 0.0980921 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297328.4761995 Edm = 0.0943323 NCalls = 795 -VariableMetric: Iteration # 97 - FCN = 297327.9573226 Edm = 0.711358 NCalls = 799 -VariableMetric: Iteration # 98 - FCN = 297324.0635048 Edm = 2.21739 NCalls = 805 -VariableMetric: Iteration # 99 - FCN = 297324.0006922 Edm = 0.0535876 NCalls = 807 -VariableMetric: Iteration # 100 - FCN = 297323.7375848 Edm = 0.432675 NCalls = 809 -VariableMetric: Iteration # 101 - FCN = 297323.2679029 Edm = 0.636748 NCalls = 812 -VariableMetric: Iteration # 102 - FCN = 297322.6208918 Edm = 1.35205 NCalls = 815 -VariableMetric: Iteration # 103 - FCN = 297321.5656967 Edm = 0.796109 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297317.2153951 Edm = 0.979259 NCalls = 821 -VariableMetric: Iteration # 105 - FCN = 297316.2545768 Edm = 0.531896 NCalls = 823 -VariableMetric: Iteration # 106 - FCN = 297314.6441531 Edm = 1.3894 NCalls = 825 -VariableMetric: Iteration # 107 - FCN = 297313.4081363 Edm = 0.547813 NCalls = 828 -VariableMetric: Iteration # 108 - FCN = 297312.5913164 Edm = 0.330762 NCalls = 830 -VariableMetric: Iteration # 109 - FCN = 297312.0757614 Edm = 0.290804 NCalls = 833 -VariableMetric: Iteration # 110 - FCN = 297311.6915506 Edm = 0.0999303 NCalls = 835 -VariableMetric: Iteration # 111 - FCN = 297311.4057763 Edm = 0.123416 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297311.031112 Edm = 0.0639338 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297310.9291844 Edm = 0.0462062 NCalls = 841 -VariableMetric: Iteration # 114 - FCN = 297310.8305174 Edm = 0.0156154 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297310.7876757 Edm = 0.0205115 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297310.6629824 Edm = 0.022001 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297310.6303439 Edm = 0.00825829 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297310.6012633 Edm = 0.00654989 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297310.5914076 Edm = 0.00223037 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297310.5823166 Edm = 0.00387369 NCalls = 856 -VariableMetric: Iteration # 121 - FCN = 297310.5748405 Edm = 0.00134385 NCalls = 858 -VariableMetric: Iteration # 122 - FCN = 297310.5709147 Edm = 0.001051 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297310.5687203 Edm = 0.000368343 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297310.566822 Edm = 0.000247343 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297310.5662908 Edm = 0.000209955 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297310.5636302 Edm = 0.000348514 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297310.5630822 Edm = 0.000164328 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297310.5609476 Edm = 0.00059803 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297310.5593539 Edm = 0.000713027 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297310.5496792 Edm = 0.00111473 NCalls = 879 -VariableMetric: Iteration # 131 - FCN = 297310.545955 Edm = 0.00194716 NCalls = 881 -VariableMetric: Iteration # 132 - FCN = 297310.5354543 Edm = 0.000386195 NCalls = 884 -VariableMetric: Iteration # 133 - FCN = 297310.5341982 Edm = 0.000689265 NCalls = 886 -VariableMetric: Iteration # 134 - FCN = 297310.5306141 Edm = 0.000194535 NCalls = 888 -VariableMetric: Iteration # 135 - FCN = 297310.5293194 Edm = 0.000601296 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297310.5279438 Edm = 2.26862e-05 NCalls = 893 -VariableMetric: After Hessian - FCN = 297310.5279438 Edm = 0.000936445 NCalls = 1386 -VariableMetric: Iteration # 137 - FCN = 297310.5279438 Edm = 0.000936445 NCalls = 1386 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 368310.369109 Edm = 2704.98 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 368310.369109 Edm = 2704.98 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 317996.0658454 Edm = 19.7501 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 315989.0740751 Edm = 1350.15 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 315960.1082558 Edm = 60.3793 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 301156.8461215 Edm = 285.88 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298900.9830065 Edm = 14.1662 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298814.7377391 Edm = 187.715 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298041.3420111 Edm = 159.741 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298005.3657831 Edm = 177.386 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297647.9069046 Edm = 225.096 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297481.8793277 Edm = 4.99336 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297477.6647111 Edm = 0.155162 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297477.4503065 Edm = 0.0554703 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297467.8764428 Edm = 5.98616 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297443.7736598 Edm = 0.498371 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297443.1985161 Edm = 0.0309955 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297442.6715404 Edm = 0.502299 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297391.6337386 Edm = 0.639089 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297314.8721974 Edm = 0.613581 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297314.3656587 Edm = 0.0246323 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297314.3280649 Edm = 0.018422 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297313.981604 Edm = 0.289892 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297274.4046199 Edm = 18.6794 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297237.3907975 Edm = 0.588219 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297236.6342047 Edm = 0.0295613 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297236.5908218 Edm = 0.00588203 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297236.4914381 Edm = 0.0881543 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297215.2313346 Edm = 5.8289 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297202.619017 Edm = 4.12478 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297198.8953254 Edm = 3.06342 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297196.6076591 Edm = 0.515001 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297195.9871528 Edm = 0.0267563 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297195.9490249 Edm = 0.0093527 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297195.90396 Edm = 0.0298112 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297195.6419347 Edm = 0.267984 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297181.8164377 Edm = 9.57585 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297157.3993871 Edm = 10.6299 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297150.1047242 Edm = 3.47998 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297146.6961875 Edm = 1.20552 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297144.7190244 Edm = 0.638433 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297144.1749971 Edm = 0.166219 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297143.9774035 Edm = 0.0298454 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297143.9520683 Edm = 0.00508486 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297143.9441929 Edm = 0.00199891 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297143.9065333 Edm = 0.0332796 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297142.8133792 Edm = 1.38591 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297139.2305047 Edm = 4.15727 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297127.9234644 Edm = 14.7337 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297123.2300527 Edm = 7.40039 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297115.1761987 Edm = 6.44529 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297109.9314086 Edm = 13.7194 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297103.5684158 Edm = 8.50781 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297095.4398618 Edm = 1.30687 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297094.2924685 Edm = 1.4575 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297093.7858896 Edm = 0.241553 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297093.5351529 Edm = 0.121937 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297093.3862889 Edm = 0.0175 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297093.3654543 Edm = 0.00682697 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297093.3563358 Edm = 0.00352099 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297093.3480561 Edm = 0.00654686 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297093.2882991 Edm = 0.0848576 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297092.7529569 Edm = 0.498648 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297087.2307821 Edm = 5.49001 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297085.9269281 Edm = 3.7234 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297073.0300061 Edm = 1.35206 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297071.2603832 Edm = 0.118802 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297071.1415654 Edm = 0.00881091 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297071.1258586 Edm = 0.00720478 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297071.1024096 Edm = 0.0095581 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297071.0825249 Edm = 0.00470856 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297071.0728001 Edm = 0.00421555 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297071.0607767 Edm = 0.00582212 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297071.0481164 Edm = 0.00689218 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297070.993195 Edm = 0.055394 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297070.3550812 Edm = 0.568127 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297069.2478863 Edm = 0.383475 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297068.6050256 Edm = 1.0136 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297066.9143577 Edm = 0.293861 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297066.2301919 Edm = 0.21176 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297065.7420999 Edm = 0.0381914 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297065.7040123 Edm = 0.00434106 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297065.6983389 Edm = 0.00172334 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297065.6953196 Edm = 0.00126331 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297065.6921487 Edm = 0.000678009 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297065.6883248 Edm = 0.00232452 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297065.6471353 Edm = 0.047779 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297065.6082895 Edm = 0.0381016 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297062.0147526 Edm = 1.899 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297061.2771872 Edm = 0.540568 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297060.8758394 Edm = 0.0148403 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297060.859944 Edm = 0.00137069 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297060.8584816 Edm = 0.000256278 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297060.8579944 Edm = 0.000168649 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297060.8565384 Edm = 0.00152985 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297060.8113367 Edm = 0.0491132 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297060.8040084 Edm = 0.00698009 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297059.7538449 Edm = 0.163751 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297059.5751061 Edm = 0.02975 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297059.5452844 Edm = 0.00565417 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297059.538977 Edm = 0.000500595 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297059.5384163 Edm = 8.86127e-05 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297059.5381356 Edm = 0.000183725 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297059.5340123 Edm = 0.0028735 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297059.4849497 Edm = 0.0494121 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297059.4320499 Edm = 0.0709599 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297059.3450397 Edm = 0.0750984 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297057.3581906 Edm = 0.267264 NCalls = 340 -VariableMetric: Iteration # 107 - FCN = 297057.1635785 Edm = 0.0111866 NCalls = 342 -VariableMetric: Iteration # 108 - FCN = 297057.1518558 Edm = 0.00260545 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297057.1481634 Edm = 0.000373871 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297057.1476282 Edm = 0.000138469 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297057.1472608 Edm = 0.000198513 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297057.1459666 Edm = 0.00113978 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297057.121541 Edm = 0.0209425 NCalls = 358 -VariableMetric: Iteration # 114 - FCN = 297056.5281737 Edm = 0.18053 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297056.2207523 Edm = 0.0337731 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297056.1738501 Edm = 0.0110387 NCalls = 366 -VariableMetric: Iteration # 117 - FCN = 297056.1545401 Edm = 0.00376619 NCalls = 368 -VariableMetric: Iteration # 118 - FCN = 297056.1497956 Edm = 0.000382097 NCalls = 370 -VariableMetric: Iteration # 119 - FCN = 297056.1493658 Edm = 3.14283e-05 NCalls = 372 -VariableMetric: After Hessian - FCN = 297056.1493658 Edm = 0.854401 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297056.1493658 Edm = 0.854401 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297055.2822268 Edm = 0.0256472 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297055.2625913 Edm = 0.00315286 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297055.258615 Edm = 0.000102165 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297055.2584762 Edm = 1.87022e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297055.2584762 Edm = 5.60312e-05 NCalls = 1347 -VariableMetric: Iteration # 125 - FCN = 297055.2584762 Edm = 5.60312e-05 NCalls = 1347 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307286.8149368 Edm = 20.4662 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307286.8149368 Edm = 20.4662 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304021.6052717 Edm = 35.039 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301593.9449675 Edm = 275.261 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 301028.3348565 Edm = 388.344 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298676.8369826 Edm = 68.9095 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298636.7623901 Edm = 153.377 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298630.4558994 Edm = 1.43437 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298414.1520017 Edm = 101.771 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297997.0892624 Edm = 157.507 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297824.7728104 Edm = 41.2253 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297799.7882097 Edm = 6.59989 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297793.1583924 Edm = 0.89567 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297791.2680436 Edm = 0.226163 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297790.1804053 Edm = 1.10268 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297764.8209762 Edm = 10.5628 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297750.4570907 Edm = 3.28961 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297747.2504145 Edm = 0.229903 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297634.1838679 Edm = 66.2788 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297583.6103322 Edm = 140.278 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297541.1820126 Edm = 56.7774 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297501.8264654 Edm = 16.2235 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297469.5070379 Edm = 1.62454 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297468.1513328 Edm = 5.44885 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297466.5997546 Edm = 0.594112 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297450.7570767 Edm = 6.60075 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297441.5236165 Edm = 0.452498 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297441.0056518 Edm = 0.0994765 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297436.5034905 Edm = 9.58657 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297436.4568697 Edm = 0.114456 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297435.6273824 Edm = 0.884274 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297430.925641 Edm = 3.7193 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297389.3088848 Edm = 22.2066 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297286.760566 Edm = 27.39 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297261.3921689 Edm = 122.751 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297245.563651 Edm = 0.329294 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297245.0050368 Edm = 0.0223739 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297244.9710599 Edm = 0.0167326 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297244.6332755 Edm = 0.172252 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297243.8083347 Edm = 0.155128 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297243.6135243 Edm = 0.00593239 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297243.561631 Edm = 0.0422811 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297240.2743565 Edm = 2.7948 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297218.6167863 Edm = 5.66487 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297214.3872574 Edm = 2.06523 NCalls = 164 -VariableMetric: Iteration # 44 - FCN = 297211.2469178 Edm = 0.875953 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297209.2971697 Edm = 1.15709 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297208.6833254 Edm = 0.0997029 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297208.5609044 Edm = 0.00434581 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297208.5537374 Edm = 0.00214703 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297208.5333739 Edm = 0.0225402 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297207.3966857 Edm = 1.07597 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297197.5880521 Edm = 1.37633 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297196.151751 Edm = 0.0192445 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297196.1298314 Edm = 0.00164641 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297196.1215875 Edm = 0.00846048 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297195.8422881 Edm = 0.342409 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297195.8328999 Edm = 0.00829309 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297194.0124672 Edm = 0.871369 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297186.3486263 Edm = 2.7979 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297182.5874968 Edm = 0.150708 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297182.4526026 Edm = 0.0554818 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297182.4015874 Edm = 0.0182077 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297182.3726575 Edm = 0.00127864 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297182.3708156 Edm = 0.00037741 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297182.3659065 Edm = 0.00507744 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297181.8719126 Edm = 0.179151 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297180.3725181 Edm = 0.540411 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297179.6288025 Edm = 0.0871935 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297179.5714756 Edm = 0.00981868 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297179.5618799 Edm = 0.000697166 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297179.5609118 Edm = 0.000307003 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297179.5578327 Edm = 0.00225435 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297179.5027446 Edm = 0.0500697 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297176.0803225 Edm = 0.933164 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297174.093563 Edm = 1.58315 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297173.5758363 Edm = 0.371747 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297173.1704408 Edm = 0.122034 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297173.0326122 Edm = 0.00777668 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297173.0259326 Edm = 0.000686798 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297173.0249768 Edm = 0.000464525 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297173.0210246 Edm = 0.00421972 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297172.9111964 Edm = 0.115646 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297172.4874182 Edm = 0.0671827 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297170.1322576 Edm = 0.929067 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297168.8231992 Edm = 0.830459 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297168.1188868 Edm = 1.1172 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297167.78185 Edm = 0.124066 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297167.6742696 Edm = 0.0124135 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297167.6612116 Edm = 0.000629203 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297167.6604748 Edm = 7.10341e-05 NCalls = 300 -VariableMetric: After Hessian - FCN = 297167.6604748 Edm = 47.5611 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297167.6604748 Edm = 47.5611 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297166.2288315 Edm = 2.75139 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297165.32801 Edm = 0.240079 NCalls = 778 -VariableMetric: Iteration # 93 - FCN = 297165.1164925 Edm = 0.0713063 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297165.0179826 Edm = 0.0540836 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297164.971457 Edm = 0.00694284 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297164.9627531 Edm = 0.000694549 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297164.9620943 Edm = 0.000154657 NCalls = 787 -VariableMetric: Iteration # 98 - FCN = 297164.9619857 Edm = 1.42092e-05 NCalls = 789 -VariableMetric: After Hessian - FCN = 297164.9619857 Edm = 1.33046e-05 NCalls = 1270 -VariableMetric: Iteration # 99 - FCN = 297164.9619857 Edm = 1.33046e-05 NCalls = 1270 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311544.8045582 Edm = 2891.2 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311544.8045582 Edm = 2891.2 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301021.6148378 Edm = 11.7776 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298997.4200311 Edm = 4.34925 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 298828.5649115 Edm = 90.8326 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 297767.8055032 Edm = 4.03645 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 297764.630204 Edm = 2.58417 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297751.9108139 Edm = 0.356223 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 297750.1748859 Edm = 1.84725 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297735.2416784 Edm = 14.329 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297575.5520482 Edm = 25.8732 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297547.2404587 Edm = 2.09386 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297544.5355516 Edm = 0.0716899 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297544.3710971 Edm = 0.118383 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297543.1673806 Edm = 1.20522 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297507.0693737 Edm = 29.016 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297398.5777663 Edm = 44.655 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297366.0705148 Edm = 12.0766 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297337.7042048 Edm = 0.321079 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297337.3350574 Edm = 0.0724181 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297337.2940489 Edm = 0.0180147 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297337.238202 Edm = 0.0276968 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297335.5450884 Edm = 1.68886 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297313.8217403 Edm = 11.1558 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297294.1656232 Edm = 0.01225 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297294.1545934 Edm = 0.00272534 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297294.1450505 Edm = 0.00896518 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297293.482689 Edm = 0.567711 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297283.8068235 Edm = 3.92082 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297275.3827466 Edm = 0.856137 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297274.1628052 Edm = 0.792094 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297273.6228783 Edm = 0.239499 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297272.2298772 Edm = 2.50081 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297271.42561 Edm = 4.32155 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297269.7832675 Edm = 2.71759 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297268.7821168 Edm = 1.19396 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297265.999635 Edm = 0.0857763 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297265.9074704 Edm = 0.0172919 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297265.8946114 Edm = 0.00585918 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297265.8149887 Edm = 0.0690672 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297260.234079 Edm = 4.0001 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297249.4345104 Edm = 4.53697 NCalls = 156 -VariableMetric: Iteration # 41 - FCN = 297246.2078635 Edm = 0.428265 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297245.8264296 Edm = 0.0220816 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297245.8072288 Edm = 0.00102026 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297245.8053845 Edm = 0.000871926 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297245.7975645 Edm = 0.00716421 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297245.3784401 Edm = 0.378944 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297239.4563877 Edm = 0.819931 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297238.7553126 Edm = 0.0368301 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297238.7253204 Edm = 0.00321422 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297238.7217697 Edm = 0.00179782 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297238.7064468 Edm = 0.0157035 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297238.1108618 Edm = 0.570557 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297235.1557386 Edm = 0.69295 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297234.6020175 Edm = 0.0408696 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297234.5580725 Edm = 0.00112501 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297234.5566875 Edm = 0.000240435 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297234.5558426 Edm = 0.000701744 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297234.541584 Edm = 0.0131091 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297233.5293722 Edm = 0.549989 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297232.2585628 Edm = 0.125981 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297232.1346157 Edm = 0.015882 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297232.1170248 Edm = 0.000145671 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297232.1168244 Edm = 5.89638e-05 NCalls = 221 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 360037.9771276 Edm = 834.211 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 360037.9771276 Edm = 834.211 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304398.5207607 Edm = 223.465 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304331.0302297 Edm = 3621.26 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 304115.2841491 Edm = 144.826 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 303616.588298 Edm = 33.9691 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 303428.6562412 Edm = 19.5152 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 302742.3075906 Edm = 26.8419 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 302635.9732788 Edm = 213.23 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 302167.9435994 Edm = 174.855 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 301803.9650744 Edm = 120.726 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 301682.3333888 Edm = 20.08 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 301671.0397082 Edm = 3.34169 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 301657.8210924 Edm = 7.82704 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 301198.9719045 Edm = 666.817 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 300517.4051025 Edm = 1236.47 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 300507.0713191 Edm = 9.37777 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 300458.7576587 Edm = 29.5002 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 300382.1839563 Edm = 41.1884 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 299511.4646635 Edm = 675.806 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 299483.5473695 Edm = 189.685 NCalls = 87 -VariableMetric: Iteration # 20 - FCN = 299200.3453363 Edm = 130.209 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297961.6093758 Edm = 67.7516 NCalls = 102 -VariableMetric: Iteration # 22 - FCN = 297948.270666 Edm = 17.7294 NCalls = 104 -VariableMetric: Iteration # 23 - FCN = 297834.9073898 Edm = 8.00613 NCalls = 107 -VariableMetric: Iteration # 24 - FCN = 297823.1306244 Edm = 0.762094 NCalls = 109 -VariableMetric: Iteration # 25 - FCN = 297818.4127594 Edm = 2.53262 NCalls = 112 -VariableMetric: Iteration # 26 - FCN = 297815.67304 Edm = 0.15297 NCalls = 114 -VariableMetric: Iteration # 27 - FCN = 297815.2614019 Edm = 0.250574 NCalls = 116 -VariableMetric: Iteration # 28 - FCN = 297804.7639029 Edm = 9.38897 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297632.6189548 Edm = 14.816 NCalls = 125 -VariableMetric: Iteration # 30 - FCN = 297622.9203102 Edm = 2.06499 NCalls = 127 -VariableMetric: Iteration # 31 - FCN = 297621.1677077 Edm = 0.599201 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297620.8778219 Edm = 0.099739 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297615.1278435 Edm = 5.89078 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297611.2780755 Edm = 3.43237 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 297610.4843674 Edm = 0.667494 NCalls = 143 -VariableMetric: Iteration # 36 - FCN = 297540.2896609 Edm = 43.3883 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297391.197875 Edm = 45.5483 NCalls = 151 -VariableMetric: Iteration # 38 - FCN = 297354.3134924 Edm = 5.52956 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297348.5354834 Edm = 0.982219 NCalls = 156 -VariableMetric: Iteration # 40 - FCN = 297347.6697811 Edm = 0.242328 NCalls = 157 -VariableMetric: Iteration # 41 - FCN = 297347.2346518 Edm = 0.319025 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297344.5059301 Edm = 2.98116 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297341.099351 Edm = 2.54942 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297316.0128343 Edm = 3.84718 NCalls = 171 -VariableMetric: Iteration # 45 - FCN = 297307.4727259 Edm = 0.520042 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297306.2312224 Edm = 0.111966 NCalls = 176 -VariableMetric: Iteration # 47 - FCN = 297306.0414385 Edm = 0.0150989 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297305.9825836 Edm = 0.034283 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297304.9325573 Edm = 1.31264 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297300.9249703 Edm = 3.4158 NCalls = 193 -VariableMetric: Iteration # 51 - FCN = 297213.8217288 Edm = 14.6726 NCalls = 199 -VariableMetric: Iteration # 52 - FCN = 297189.550629 Edm = 7.72775 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297181.6762783 Edm = 3.22334 NCalls = 202 -VariableMetric: Iteration # 54 - FCN = 297179.5309542 Edm = 1.07684 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297177.3201956 Edm = 1.77023 NCalls = 208 -VariableMetric: Iteration # 56 - FCN = 297169.4747443 Edm = 11.7327 NCalls = 215 -VariableMetric: Iteration # 57 - FCN = 297167.1936062 Edm = 14.3049 NCalls = 218 -VariableMetric: Iteration # 58 - FCN = 297111.189481 Edm = 2.97978 NCalls = 225 -VariableMetric: Iteration # 59 - FCN = 297104.2672071 Edm = 2.76264 NCalls = 229 -VariableMetric: Iteration # 60 - FCN = 297100.4351428 Edm = 1.17745 NCalls = 232 -VariableMetric: Iteration # 61 - FCN = 297099.3317546 Edm = 0.103669 NCalls = 234 -VariableMetric: Iteration # 62 - FCN = 297099.2854701 Edm = 0.0240387 NCalls = 236 -VariableMetric: Iteration # 63 - FCN = 297099.2553549 Edm = 0.00636995 NCalls = 238 -VariableMetric: Iteration # 64 - FCN = 297099.2367746 Edm = 0.00535921 NCalls = 240 -VariableMetric: Iteration # 65 - FCN = 297099.2271325 Edm = 0.00464395 NCalls = 242 -VariableMetric: Iteration # 66 - FCN = 297099.0876197 Edm = 0.110206 NCalls = 246 -VariableMetric: Iteration # 67 - FCN = 297094.4053179 Edm = 3.00504 NCalls = 252 -VariableMetric: Iteration # 68 - FCN = 297087.9653025 Edm = 1.22093 NCalls = 255 -VariableMetric: Iteration # 69 - FCN = 297086.837684 Edm = 0.620028 NCalls = 257 -VariableMetric: Iteration # 70 - FCN = 297086.4671461 Edm = 0.440457 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297085.4947009 Edm = 0.335498 NCalls = 263 -VariableMetric: Iteration # 72 - FCN = 297085.1607241 Edm = 0.146866 NCalls = 264 -VariableMetric: Iteration # 73 - FCN = 297085.0169095 Edm = 0.0325514 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297084.9662156 Edm = 0.00351092 NCalls = 269 -VariableMetric: Iteration # 75 - FCN = 297084.9608213 Edm = 0.000854091 NCalls = 271 -VariableMetric: Iteration # 76 - FCN = 297084.9583055 Edm = 0.00248598 NCalls = 273 -VariableMetric: Iteration # 77 - FCN = 297084.9290973 Edm = 0.0285374 NCalls = 277 -VariableMetric: Iteration # 78 - FCN = 297084.8944057 Edm = 0.0335062 NCalls = 282 -VariableMetric: Iteration # 79 - FCN = 297080.7203698 Edm = 4.18327 NCalls = 288 -VariableMetric: Iteration # 80 - FCN = 297080.6036111 Edm = 0.229625 NCalls = 290 -VariableMetric: Iteration # 81 - FCN = 297078.6418675 Edm = 0.974553 NCalls = 297 -VariableMetric: Iteration # 82 - FCN = 297074.8010255 Edm = 0.104769 NCalls = 299 -VariableMetric: Iteration # 83 - FCN = 297074.6593475 Edm = 0.0137032 NCalls = 301 -VariableMetric: Iteration # 84 - FCN = 297074.6371141 Edm = 0.00219774 NCalls = 303 -VariableMetric: Iteration # 85 - FCN = 297074.6329223 Edm = 0.00113866 NCalls = 305 -VariableMetric: Iteration # 86 - FCN = 297074.6276604 Edm = 0.00224527 NCalls = 307 -VariableMetric: Iteration # 87 - FCN = 297074.546965 Edm = 0.062252 NCalls = 311 -VariableMetric: Iteration # 88 - FCN = 297071.4968479 Edm = 1.261 NCalls = 315 -VariableMetric: Iteration # 89 - FCN = 297068.9282663 Edm = 0.951247 NCalls = 317 -VariableMetric: Iteration # 90 - FCN = 297068.1309057 Edm = 0.198081 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297067.9137399 Edm = 0.0394933 NCalls = 321 -VariableMetric: Iteration # 92 - FCN = 297067.8606647 Edm = 0.00906413 NCalls = 323 -VariableMetric: Iteration # 93 - FCN = 297067.8458979 Edm = 0.00258873 NCalls = 325 -VariableMetric: Iteration # 94 - FCN = 297067.8434757 Edm = 0.00047129 NCalls = 327 -VariableMetric: Iteration # 95 - FCN = 297067.8429739 Edm = 0.000122995 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297067.8417652 Edm = 0.000975035 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297067.7597751 Edm = 0.0746793 NCalls = 337 -VariableMetric: Iteration # 98 - FCN = 297065.0051297 Edm = 0.479061 NCalls = 341 -VariableMetric: Iteration # 99 - FCN = 297064.351183 Edm = 0.0302647 NCalls = 343 -VariableMetric: Iteration # 100 - FCN = 297064.3220646 Edm = 0.00204496 NCalls = 344 -VariableMetric: Iteration # 101 - FCN = 297064.3204903 Edm = 0.000201339 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297064.3195357 Edm = 0.000703492 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297064.3067602 Edm = 0.00834636 NCalls = 353 -VariableMetric: Iteration # 104 - FCN = 297063.9117594 Edm = 0.299283 NCalls = 357 -VariableMetric: Iteration # 105 - FCN = 297061.3942844 Edm = 0.198001 NCalls = 360 -VariableMetric: Iteration # 106 - FCN = 297061.1921976 Edm = 0.0542418 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297061.1388809 Edm = 0.0027769 NCalls = 364 -VariableMetric: Iteration # 108 - FCN = 297061.1361149 Edm = 0.000153342 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297061.1359169 Edm = 3.65667e-05 NCalls = 367 -VariableMetric: After Hessian - FCN = 297061.1359169 Edm = 26557.7 NCalls = 852 -VariableMetric: Iteration # 110 - FCN = 297061.1359169 Edm = 26557.7 NCalls = 852 -VariableMetric: Iteration # 111 - FCN = 297059.7714725 Edm = 4130.47 NCalls = 860 -VariableMetric: Iteration # 112 - FCN = 297051.8638177 Edm = 0.848888 NCalls = 866 -VariableMetric: Iteration # 113 - FCN = 297051.8269862 Edm = 1.39822 NCalls = 868 -VariableMetric: Iteration # 114 - FCN = 297050.3194328 Edm = 0.262647 NCalls = 870 -VariableMetric: Iteration # 115 - FCN = 297049.1227512 Edm = 0.3529 NCalls = 872 -VariableMetric: Iteration # 116 - FCN = 297047.3644002 Edm = 1.17443 NCalls = 875 -VariableMetric: Iteration # 117 - FCN = 297038.1837674 Edm = 2.4993 NCalls = 880 -VariableMetric: Iteration # 118 - FCN = 297035.2142836 Edm = 7.22255 NCalls = 883 -VariableMetric: Iteration # 119 - FCN = 297028.7835721 Edm = 11.5866 NCalls = 886 -VariableMetric: Iteration # 120 - FCN = 297026.9301836 Edm = 2.42747 NCalls = 888 -VariableMetric: Iteration # 121 - FCN = 297024.3053826 Edm = 1.92357 NCalls = 891 -VariableMetric: Iteration # 122 - FCN = 297022.7497066 Edm = 0.676793 NCalls = 893 -VariableMetric: Iteration # 123 - FCN = 297021.7017345 Edm = 0.21471 NCalls = 895 -VariableMetric: Iteration # 124 - FCN = 297021.3387673 Edm = 0.0982315 NCalls = 897 -VariableMetric: Iteration # 125 - FCN = 297021.1695655 Edm = 0.0406326 NCalls = 899 -VariableMetric: Iteration # 126 - FCN = 297021.0086878 Edm = 0.073038 NCalls = 901 -VariableMetric: Iteration # 127 - FCN = 297020.6208952 Edm = 0.268113 NCalls = 905 -VariableMetric: Iteration # 128 - FCN = 297020.0615755 Edm = 0.763993 NCalls = 910 -VariableMetric: Iteration # 129 - FCN = 297019.155132 Edm = 1.38527 NCalls = 914 -VariableMetric: Iteration # 130 - FCN = 297017.7748483 Edm = 1.44615 NCalls = 918 -VariableMetric: Iteration # 131 - FCN = 297015.0527944 Edm = 2.39066 NCalls = 922 -VariableMetric: Iteration # 132 - FCN = 297013.6538934 Edm = 0.952867 NCalls = 926 -VariableMetric: Iteration # 133 - FCN = 297013.1412826 Edm = 0.240429 NCalls = 928 -VariableMetric: Iteration # 134 - FCN = 297012.7871399 Edm = 0.0769399 NCalls = 930 -VariableMetric: Iteration # 135 - FCN = 297012.6836007 Edm = 0.018647 NCalls = 932 -VariableMetric: Iteration # 136 - FCN = 297012.6454501 Edm = 0.0185208 NCalls = 934 -VariableMetric: Iteration # 137 - FCN = 297012.5685127 Edm = 0.0403862 NCalls = 936 -VariableMetric: Iteration # 138 - FCN = 297012.5235622 Edm = 0.00628691 NCalls = 938 -VariableMetric: Iteration # 139 - FCN = 297012.5116685 Edm = 0.00282924 NCalls = 940 -VariableMetric: Iteration # 140 - FCN = 297012.506269 Edm = 0.00101446 NCalls = 942 -VariableMetric: Iteration # 141 - FCN = 297012.5033538 Edm = 0.00145735 NCalls = 944 -VariableMetric: Iteration # 142 - FCN = 297012.4976933 Edm = 0.00230001 NCalls = 946 -VariableMetric: Iteration # 143 - FCN = 297012.4896145 Edm = 0.00170688 NCalls = 948 -VariableMetric: Iteration # 144 - FCN = 297012.4854991 Edm = 0.00113114 NCalls = 950 -VariableMetric: Iteration # 145 - FCN = 297012.4788411 Edm = 0.00277635 NCalls = 953 -VariableMetric: Iteration # 146 - FCN = 297012.4712818 Edm = 0.000988945 NCalls = 955 -VariableMetric: Iteration # 147 - FCN = 297012.4688199 Edm = 0.000570739 NCalls = 957 -VariableMetric: Iteration # 148 - FCN = 297012.4665526 Edm = 0.000809152 NCalls = 959 -VariableMetric: Iteration # 149 - FCN = 297012.4632509 Edm = 0.000315467 NCalls = 961 -VariableMetric: Iteration # 150 - FCN = 297012.4623365 Edm = 0.00051212 NCalls = 963 -VariableMetric: Iteration # 151 - FCN = 297012.4588157 Edm = 0.000279376 NCalls = 966 -VariableMetric: Iteration # 152 - FCN = 297012.4584262 Edm = 0.000110419 NCalls = 968 -VariableMetric: Iteration # 153 - FCN = 297012.4566139 Edm = 0.000840326 NCalls = 972 -VariableMetric: Iteration # 154 - FCN = 297012.4552239 Edm = 1.88945e-05 NCalls = 974 -VariableMetric: After Hessian - FCN = 297012.4552239 Edm = 0.00326675 NCalls = 1463 -VariableMetric: Iteration # 155 - FCN = 297012.4552239 Edm = 0.00326675 NCalls = 1463 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318122.9125601 Edm = 34.9138 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318122.9125601 Edm = 34.9138 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310902.6907186 Edm = 39.6215 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 310833.6791076 Edm = 85.8942 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298090.6969382 Edm = 71.069 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297989.185184 Edm = 65.1129 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297926.0393024 Edm = 28.2061 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297852.6647353 Edm = 7.41251 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297846.485741 Edm = 0.926677 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297841.2831782 Edm = 4.67389 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297613.7445833 Edm = 17.4696 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297523.42648 Edm = 28.4996 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297484.8044778 Edm = 14.0709 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297463.1484639 Edm = 8.01285 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297444.9446502 Edm = 13.4109 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297427.8064761 Edm = 7.18474 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297419.3297462 Edm = 14.2793 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297407.0558008 Edm = 4.08576 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297399.8306805 Edm = 11.02 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297387.0272362 Edm = 9.78323 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297382.2909123 Edm = 7.94608 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297373.2342594 Edm = 1.28017 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297371.3872404 Edm = 0.422946 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297371.2444187 Edm = 0.068093 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297370.6977474 Edm = 0.47255 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297342.396612 Edm = 29.7822 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297340.4997146 Edm = 4.53287 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297321.6909421 Edm = 3.1585 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297317.4126303 Edm = 0.293615 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297316.9668211 Edm = 0.0763961 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297316.7885018 Edm = 0.129013 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297313.5684057 Edm = 2.77213 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297285.893917 Edm = 2.63174 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297283.8488109 Edm = 0.167331 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297283.6891485 Edm = 0.0780305 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297283.5323376 Edm = 0.141106 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297276.1537313 Edm = 9.26567 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297275.9528159 Edm = 0.168528 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297269.8492842 Edm = 7.70702 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297213.9664035 Edm = 6.88388 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297108.6922855 Edm = 3.60908 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297099.2150615 Edm = 1.02881 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297096.4699332 Edm = 0.748792 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297094.2053825 Edm = 0.390551 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297093.1505755 Edm = 0.0769583 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297093.0865929 Edm = 0.00834008 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297093.0749049 Edm = 0.00695451 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297092.9544462 Edm = 0.201518 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297092.862052 Edm = 0.0864509 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297092.6485001 Edm = 0.17832 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297077.8786714 Edm = 6.60712 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297064.3318533 Edm = 2.53296 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297058.1238322 Edm = 2.24992 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297056.2562916 Edm = 0.52077 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297055.8147406 Edm = 0.0221551 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297055.7974953 Edm = 0.00182183 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297055.7940716 Edm = 0.00117995 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297055.784996 Edm = 0.00622723 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297055.0534396 Edm = 0.598528 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297041.60865 Edm = 0.701693 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297041.1514498 Edm = 0.19848 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297040.9872819 Edm = 0.132323 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297040.7863807 Edm = 0.0533079 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297040.6899784 Edm = 0.0201548 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297040.6699124 Edm = 0.00571992 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297040.6622346 Edm = 0.000842103 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297040.6604026 Edm = 0.000734571 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297040.6536187 Edm = 0.00515374 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297040.1840681 Edm = 0.579866 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297039.8838082 Edm = 0.812532 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297039.8703369 Edm = 0.0274153 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297038.8956756 Edm = 0.7994 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297037.5077406 Edm = 1.44848 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297032.7104149 Edm = 2.63191 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297027.3950468 Edm = 1.38136 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297025.744684 Edm = 0.504048 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297025.0695192 Edm = 0.164096 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297024.8537948 Edm = 0.0106289 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297024.8395582 Edm = 0.00116142 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297024.8377887 Edm = 0.000491216 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297024.8302949 Edm = 0.00827616 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297024.6885277 Edm = 0.12633 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297022.1350318 Edm = 0.675284 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297021.0603067 Edm = 0.0891497 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297020.973563 Edm = 0.00450562 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297020.969403 Edm = 0.000479738 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297020.9686906 Edm = 0.000360266 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297020.9584849 Edm = 0.0100887 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297020.6595593 Edm = 0.0663947 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297018.7790644 Edm = 0.758871 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297016.3948657 Edm = 0.533636 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297015.9123847 Edm = 0.335028 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297015.5283608 Edm = 0.0498594 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297015.4656631 Edm = 0.0122518 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297015.4508799 Edm = 0.00146316 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297015.4495916 Edm = 0.000331647 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297015.4488437 Edm = 0.00049711 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297015.4367097 Edm = 0.0103053 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297015.2886352 Edm = 0.167272 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297012.3030453 Edm = 2.10378 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297009.7091634 Edm = 4.77793 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297008.098271 Edm = 0.667391 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297007.5310279 Edm = 0.234413 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297007.3536376 Edm = 0.102555 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297007.2124538 Edm = 0.04754 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297007.1192978 Edm = 0.0221115 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297007.0826314 Edm = 0.0022883 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297007.0798605 Edm = 0.000277987 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297007.0793307 Edm = 0.000129168 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297007.0788049 Edm = 0.000551308 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297007.0756325 Edm = 0.0044242 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297006.9797263 Edm = 0.0889705 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297005.5396047 Edm = 0.0866881 NCalls = 365 -VariableMetric: Iteration # 112 - FCN = 297005.4477162 Edm = 0.00753204 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297005.4403713 Edm = 0.00248689 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297005.4385375 Edm = 0.000738047 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297005.43768 Edm = 8.37103e-05 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297005.4375494 Edm = 1.56477e-05 NCalls = 372 -VariableMetric: After Hessian - FCN = 297005.4375494 Edm = 2.63813 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297005.4375494 Edm = 2.63813 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297005.37386 Edm = 4.96784 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297004.42058 Edm = 0.190955 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297003.9542524 Edm = 0.137828 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297003.6888426 Edm = 0.08206 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297003.6419253 Edm = 0.134458 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297003.5077788 Edm = 0.0537995 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297003.4627749 Edm = 12037.3 NCalls = 875 -VariableMetric: Iteration # 125 - FCN = 297003.4583044 Edm = 120.309 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297003.4455732 Edm = 210.436 NCalls = 884 -VariableMetric: Iteration # 127 - FCN = 297003.4371061 Edm = 126.044 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297003.4223857 Edm = 30.9397 NCalls = 892 -VariableMetric: Iteration # 129 - FCN = 297003.4209232 Edm = 87.7524 NCalls = 895 -VariableMetric: Iteration # 130 - FCN = 297003.4111788 Edm = 13.8666 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297003.4014902 Edm = 18.5798 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297003.3930978 Edm = 2.48057 NCalls = 905 -VariableMetric: Iteration # 133 - FCN = 297003.3884309 Edm = 3.41047 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297003.3786534 Edm = 2.17156 NCalls = 911 -VariableMetric: Iteration # 135 - FCN = 297003.3756406 Edm = 0.700678 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297003.3697119 Edm = 0.445016 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297003.3585136 Edm = 1.41312 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297003.3208275 Edm = 3.36761 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297003.2097101 Edm = 6.34495 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297003.0818321 Edm = 0.740787 NCalls = 925 -VariableMetric: Iteration # 141 - FCN = 297003.0372937 Edm = 0.909583 NCalls = 927 -VariableMetric: Iteration # 142 - FCN = 297002.9872003 Edm = 0.54168 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297002.9570039 Edm = 0.816178 NCalls = 931 -VariableMetric: Iteration # 144 - FCN = 297002.8380737 Edm = 1.68865 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297002.6950168 Edm = 0.0750438 NCalls = 935 -VariableMetric: Iteration # 146 - FCN = 297002.6894398 Edm = 0.172945 NCalls = 937 -VariableMetric: Iteration # 147 - FCN = 297002.6422274 Edm = 0.0328205 NCalls = 940 -VariableMetric: Iteration # 148 - FCN = 297002.6301543 Edm = 0.00512919 NCalls = 942 -VariableMetric: Iteration # 149 - FCN = 297002.6234321 Edm = 0.00199693 NCalls = 944 -VariableMetric: Iteration # 150 - FCN = 297002.621992 Edm = 0.000357656 NCalls = 946 -VariableMetric: Iteration # 151 - FCN = 297002.621713 Edm = 2.34481e-05 NCalls = 948 -VariableMetric: After Hessian - FCN = 297002.621713 Edm = 6.1744e-05 NCalls = 1429 -VariableMetric: Iteration # 152 - FCN = 297002.621713 Edm = 6.1744e-05 NCalls = 1429 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329667.5103207 Edm = 33.4294 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329667.5103207 Edm = 33.4294 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307267.4444727 Edm = 2545.66 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307115.0622273 Edm = 1456.69 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299019.46062 Edm = 184.373 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 298673.921336 Edm = 281.839 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298453.9902318 Edm = 19.1382 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298397.7715383 Edm = 4.66013 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298350.9942929 Edm = 29.4768 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298062.9775869 Edm = 57.2961 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297989.7313416 Edm = 0.383723 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297989.2360854 Edm = 0.133199 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297988.9345262 Edm = 0.248222 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297940.3287351 Edm = 39.372 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297719.2228319 Edm = 50.5386 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297664.4776858 Edm = 6.25345 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297655.0734688 Edm = 0.766519 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297654.3175953 Edm = 0.0878122 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297651.8123874 Edm = 3.07309 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297649.5822185 Edm = 2.08519 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297646.961764 Edm = 2.13809 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297494.56564 Edm = 57.9385 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297363.8908944 Edm = 21.5512 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297338.0747854 Edm = 5.54512 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297332.2488053 Edm = 0.817834 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297331.0454386 Edm = 0.182374 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297330.8465936 Edm = 0.00940337 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297330.8281113 Edm = 0.00925975 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297330.5544352 Edm = 0.291258 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297329.2495792 Edm = 1.11019 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297298.931854 Edm = 4.6514 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297291.0458526 Edm = 0.552713 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297290.3022585 Edm = 0.0898934 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297290.1449534 Edm = 0.0195658 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297290.1091819 Edm = 0.00875415 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297289.8261853 Edm = 0.263594 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297277.1663822 Edm = 3.56417 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297271.0865809 Edm = 4.01025 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297267.6640802 Edm = 0.988748 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297266.6240294 Edm = 0.480758 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297265.7690258 Edm = 0.259555 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297265.3765156 Edm = 0.102023 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297265.2631295 Edm = 0.0204035 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297265.2341268 Edm = 0.00244167 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297265.2307811 Edm = 0.00138436 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297265.220428 Edm = 0.00990557 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297265.0015599 Edm = 0.187795 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297259.1688576 Edm = 4.67905 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297255.3321507 Edm = 2.88683 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297252.769415 Edm = 1.88163 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297251.7722557 Edm = 0.117647 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297251.643707 Edm = 0.0130452 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297251.6006056 Edm = 0.00940708 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297251.5881642 Edm = 0.000522224 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297251.5872434 Edm = 0.000477248 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297251.5677511 Edm = 0.0179487 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297249.1850156 Edm = 1.62472 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297246.3203807 Edm = 0.846496 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297245.8474083 Edm = 0.0666011 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297245.7758976 Edm = 0.0117019 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297245.7589675 Edm = 0.00130504 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297245.7575101 Edm = 0.000462549 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297245.7528621 Edm = 0.0047918 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297245.4851596 Edm = 0.238219 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297241.1401699 Edm = 0.785207 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297240.0718028 Edm = 0.0378538 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297240.0317443 Edm = 0.00677489 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297240.0255726 Edm = 0.0010869 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297240.0242651 Edm = 0.000171569 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297240.0236324 Edm = 0.0003985 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297239.9871241 Edm = 0.0336711 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297238.6814788 Edm = 0.580798 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297237.6523244 Edm = 0.188557 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297237.5168131 Edm = 0.0195885 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297237.4928496 Edm = 0.00229792 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297237.4895751 Edm = 0.000193246 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297237.4891709 Edm = 0.000147997 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297237.4857515 Edm = 0.00301599 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297237.3052155 Edm = 0.179122 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297236.894084 Edm = 0.376067 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297234.078308 Edm = 0.810549 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297233.2476471 Edm = 0.231268 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297232.8533607 Edm = 0.192921 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297232.4652554 Edm = 0.896551 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297232.2034243 Edm = 0.117407 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297232.0509494 Edm = 0.123555 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297231.8489535 Edm = 0.190624 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297230.9534925 Edm = 6.7376 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297230.7149495 Edm = 0.456315 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297229.8626177 Edm = 0.841297 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297229.2260775 Edm = 1.43847 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297228.8961338 Edm = 0.568076 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297226.7047239 Edm = 5.13433 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297225.0152432 Edm = 1.6419 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297223.0516121 Edm = 2.50299 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297221.5409183 Edm = 0.157325 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297221.4229128 Edm = 0.0740464 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297221.3631181 Edm = 0.0156617 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297221.3363478 Edm = 0.00583006 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297221.3287851 Edm = 0.00174659 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297221.3240951 Edm = 0.00270289 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297221.2841882 Edm = 0.0408078 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297220.6366562 Edm = 0.571792 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297206.2680781 Edm = 4.37735 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297200.1013853 Edm = 0.920233 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297199.2332778 Edm = 0.907085 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297198.5562417 Edm = 0.848389 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297197.9974657 Edm = 0.255341 NCalls = 338 -VariableMetric: Iteration # 107 - FCN = 297197.7517256 Edm = 0.00906706 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297197.7388969 Edm = 0.00114494 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297197.7376938 Edm = 0.000153392 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297197.73746 Edm = 0.000122614 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297197.7365139 Edm = 0.000752481 NCalls = 348 -VariableMetric: Iteration # 112 - FCN = 297197.7244643 Edm = 0.0130676 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297197.2793968 Edm = 0.30066 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297196.298937 Edm = 0.0678118 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297196.2455362 Edm = 0.00415179 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297196.2408013 Edm = 0.000379589 NCalls = 366 -VariableMetric: Iteration # 117 - FCN = 297196.2403559 Edm = 3.24987e-05 NCalls = 368 -VariableMetric: After Hessian - FCN = 297196.2403559 Edm = 74.7361 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297196.2403559 Edm = 74.7361 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297195.2136325 Edm = 2664.25 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297193.3901744 Edm = 0.926884 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297193.2158026 Edm = 0.592133 NCalls = 855 -VariableMetric: Iteration # 122 - FCN = 297192.8832356 Edm = 0.448787 NCalls = 857 -VariableMetric: Iteration # 123 - FCN = 297192.155441 Edm = 0.0936268 NCalls = 859 -VariableMetric: Iteration # 124 - FCN = 297191.9483859 Edm = 0.0299285 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297191.8730172 Edm = 0.0199953 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297191.8327926 Edm = 0.0123276 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297191.7907241 Edm = 0.0112756 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297191.7165949 Edm = 0.0242371 NCalls = 870 -VariableMetric: Iteration # 129 - FCN = 297191.629032 Edm = 0.0205062 NCalls = 872 -VariableMetric: Iteration # 130 - FCN = 297191.5622112 Edm = 0.0192355 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297191.5137491 Edm = 0.014447 NCalls = 877 -VariableMetric: Iteration # 132 - FCN = 297191.4755931 Edm = 0.0118853 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297191.4502049 Edm = 0.00388632 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297191.4438882 Edm = 0.00116429 NCalls = 883 -VariableMetric: Iteration # 135 - FCN = 297191.4405471 Edm = 0.000829007 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297191.4385144 Edm = 0.000337582 NCalls = 887 -VariableMetric: Iteration # 137 - FCN = 297191.4379191 Edm = 9.17808e-05 NCalls = 889 -VariableMetric: Iteration # 138 - FCN = 297191.4377805 Edm = 2.50785e-05 NCalls = 891 -VariableMetric: After Hessian - FCN = 297191.4377805 Edm = 9.37557e-05 NCalls = 1372 -VariableMetric: Iteration # 139 - FCN = 297191.4377805 Edm = 9.37557e-05 NCalls = 1372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308361.1904713 Edm = 16.7787 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308361.1904713 Edm = 16.7787 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299700.1020803 Edm = 5.49972 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299371.9644538 Edm = 2.08651 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299370.500416 Edm = 1.55716 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299353.9325041 Edm = 17.8673 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299198.1709093 Edm = 83.6065 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299160.4369455 Edm = 34.4376 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299146.150623 Edm = 2.62055 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299134.7503031 Edm = 14.0266 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298089.2202139 Edm = 0.517408 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298086.7524202 Edm = 2.72904 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298082.9376725 Edm = 8.34938 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298044.5743588 Edm = 20.0676 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297964.4390707 Edm = 5.6638 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297960.8537123 Edm = 8.23895 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297957.3803406 Edm = 1.44661 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297953.1385575 Edm = 2.19091 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297951.5219281 Edm = 2.91356 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297941.1105439 Edm = 7.4915 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297934.4845273 Edm = 40.2874 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297928.8883179 Edm = 2.7927 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297924.8792635 Edm = 3.54492 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297920.2566574 Edm = 6.26711 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297916.812984 Edm = 2.17339 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297915.6231062 Edm = 0.421833 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297914.5349857 Edm = 0.998498 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297870.3945992 Edm = 21.2993 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297800.0509709 Edm = 21.6145 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297775.1753924 Edm = 4.62173 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297773.9210804 Edm = 0.334185 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297773.6250326 Edm = 0.101823 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297771.8263393 Edm = 2.02325 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297691.9360286 Edm = 13.5553 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297651.8436201 Edm = 2.13698 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297649.6969729 Edm = 0.522442 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297648.9527675 Edm = 0.327156 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297647.6206701 Edm = 0.878162 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297618.8490969 Edm = 18.7051 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297547.6737521 Edm = 12.6825 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297521.313167 Edm = 1.61621 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297517.2774505 Edm = 0.983101 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297516.2449092 Edm = 0.17881 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297516.0447392 Edm = 0.0231011 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297516.0120511 Edm = 0.0128034 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297515.9955919 Edm = 0.00626568 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297515.9480629 Edm = 0.0445988 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297506.5771083 Edm = 0.656744 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297485.9442815 Edm = 2.11906 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297483.1639331 Edm = 0.10239 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297483.0657258 Edm = 0.00192409 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297483.0615032 Edm = 0.00139897 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297483.0267438 Edm = 0.033443 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297481.1398988 Edm = 0.602859 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297474.5416123 Edm = 1.55629 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297471.2962071 Edm = 0.123312 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297471.158014 Edm = 0.00322223 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297471.154686 Edm = 0.000481289 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297471.151038 Edm = 0.00372214 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297470.617966 Edm = 0.251452 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297467.1814883 Edm = 1.76852 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297462.105371 Edm = 0.47107 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297461.1595659 Edm = 0.249879 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297460.4586608 Edm = 0.170691 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297460.2506333 Edm = 0.043264 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297460.2163482 Edm = 0.00700631 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297460.2092169 Edm = 0.00120472 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297460.2073448 Edm = 0.000667619 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297460.2009706 Edm = 0.00496031 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297460.1293917 Edm = 0.0591617 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297456.9083636 Edm = 2.32638 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297451.7745408 Edm = 2.40582 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297450.1114144 Edm = 0.707207 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297449.855142 Edm = 0.156125 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297449.6992395 Edm = 0.0177306 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297449.6759198 Edm = 0.00172124 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297449.6723107 Edm = 0.00188665 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297449.6024449 Edm = 0.0641319 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297445.3829331 Edm = 3.02759 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297439.4676872 Edm = 1.4544 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297438.5521734 Edm = 0.0525635 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297438.4962866 Edm = 0.00593164 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297438.4874843 Edm = 0.00301163 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297438.4850848 Edm = 0.000228 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297438.4847054 Edm = 0.000196249 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297438.4822392 Edm = 0.00288714 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297438.439177 Edm = 0.0502946 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297438.4259387 Edm = 0.0129643 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297437.2938239 Edm = 0.106384 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297437.1913895 Edm = 0.0140197 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297437.170388 Edm = 0.000400745 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297437.1699648 Edm = 2.65091e-05 NCalls = 297 -VariableMetric: After Hessian - FCN = 297437.1699648 Edm = 214.09 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297437.1699648 Edm = 214.09 NCalls = 768 -VariableMetric: Iteration # 92 - FCN = 297435.9813262 Edm = 1.9279 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297435.4882996 Edm = 2.81483 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297434.0959896 Edm = 0.483164 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297432.6053166 Edm = 0.439004 NCalls = 783 -VariableMetric: Iteration # 96 - FCN = 297432.1677989 Edm = 0.138485 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297431.7233369 Edm = 0.0624816 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297431.6504221 Edm = 0.0191576 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297431.5858181 Edm = 0.0200957 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297431.5015699 Edm = 0.0332282 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297431.3633224 Edm = 0.0422348 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297431.2291367 Edm = 0.0291619 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297431.0167791 Edm = 0.0765179 NCalls = 799 -VariableMetric: Iteration # 104 - FCN = 297430.8325632 Edm = 0.0707617 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297430.6734898 Edm = 0.0548308 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297430.5679968 Edm = 0.0211105 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297430.5128931 Edm = 0.0115041 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297430.4787392 Edm = 0.00816245 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297430.4629711 Edm = 0.00437181 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297430.4521624 Edm = 0.00402468 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297430.4427405 Edm = 0.00138014 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297430.4394259 Edm = 0.000737443 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297430.4375981 Edm = 0.000583325 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297430.4351728 Edm = 0.000483668 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297430.434151 Edm = 0.00015605 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297430.4337364 Edm = 5.45732e-05 NCalls = 825 -VariableMetric: After Hessian - FCN = 297430.4337364 Edm = 0.000181918 NCalls = 1300 -VariableMetric: Iteration # 117 - FCN = 297430.4337364 Edm = 0.000181918 NCalls = 1300 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335629.6095413 Edm = 208.731 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335629.6095413 Edm = 208.731 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307114.4402705 Edm = 75.7807 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306638.6312348 Edm = 191.16 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 306539.299446 Edm = 19.9496 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 303436.3315363 Edm = 321.123 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302099.0602903 Edm = 109.963 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 301865.7254015 Edm = 420.85 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 301701.5815958 Edm = 649.201 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 301701.5815958 Edm = 649.201 NCalls = 39 -VariableMetric: After Hessian - FCN = 301701.5815958 Edm = 2.31554e+08 NCalls = 510 -VariableMetric: Iteration # 9 - FCN = 301701.5815958 Edm = 2.31554e+08 NCalls = 510 -VariableMetric: Iteration # 10 - FCN = 300133.0898098 Edm = 1.57494e+08 NCalls = 517 -VariableMetric: Iteration # 11 - FCN = 298010.6184143 Edm = 2.57138e+08 NCalls = 528 -VariableMetric: Iteration # 12 - FCN = 297820.1464249 Edm = 61957.1 NCalls = 539 -VariableMetric: Iteration # 13 - FCN = 297814.084614 Edm = 1.70334 NCalls = 540 -VariableMetric: Iteration # 14 - FCN = 297714.8773337 Edm = 47.5718 NCalls = 545 -VariableMetric: Iteration # 15 - FCN = 297615.2156103 Edm = 3.5257 NCalls = 548 -VariableMetric: Iteration # 16 - FCN = 297611.922226 Edm = 0.634 NCalls = 549 -VariableMetric: Iteration # 17 - FCN = 297586.9894372 Edm = 16.726 NCalls = 554 -VariableMetric: Iteration # 18 - FCN = 297524.7190002 Edm = 0.227026 NCalls = 557 -VariableMetric: Iteration # 19 - FCN = 297524.3798013 Edm = 0.0450952 NCalls = 559 -VariableMetric: Iteration # 20 - FCN = 297524.1659392 Edm = 0.165539 NCalls = 562 -VariableMetric: Iteration # 21 - FCN = 297465.3173644 Edm = 12.6396 NCalls = 569 -VariableMetric: Iteration # 22 - FCN = 297450.0859193 Edm = 0.116846 NCalls = 571 -VariableMetric: Iteration # 23 - FCN = 297449.9531818 Edm = 0.0141813 NCalls = 573 -VariableMetric: Iteration # 24 - FCN = 297449.8213876 Edm = 0.149033 NCalls = 576 -VariableMetric: Iteration # 25 - FCN = 297429.3970715 Edm = 2.07902 NCalls = 583 -VariableMetric: Iteration # 26 - FCN = 297356.1568525 Edm = 8.9801 NCalls = 586 -VariableMetric: Iteration # 27 - FCN = 297341.5033195 Edm = 0.459406 NCalls = 588 -VariableMetric: Iteration # 28 - FCN = 297340.989052 Edm = 0.0294263 NCalls = 590 -VariableMetric: Iteration # 29 - FCN = 297340.9274742 Edm = 0.0576793 NCalls = 592 -VariableMetric: Iteration # 30 - FCN = 297334.8669357 Edm = 5.46995 NCalls = 598 -VariableMetric: Iteration # 31 - FCN = 297271.8634897 Edm = 3.52114 NCalls = 602 -VariableMetric: Iteration # 32 - FCN = 297268.4266974 Edm = 0.316797 NCalls = 603 -VariableMetric: Iteration # 33 - FCN = 297267.7561839 Edm = 0.0992479 NCalls = 606 -VariableMetric: Iteration # 34 - FCN = 297267.5915935 Edm = 0.0155421 NCalls = 608 -VariableMetric: Iteration # 35 - FCN = 297267.5345565 Edm = 0.0186536 NCalls = 611 -VariableMetric: Iteration # 36 - FCN = 297267.2344897 Edm = 0.208882 NCalls = 614 -VariableMetric: Iteration # 37 - FCN = 297260.5987192 Edm = 6.50721 NCalls = 619 -VariableMetric: Iteration # 38 - FCN = 297248.0378293 Edm = 6.61209 NCalls = 625 -VariableMetric: Iteration # 39 - FCN = 297234.9490226 Edm = 29.3835 NCalls = 628 -VariableMetric: Iteration # 40 - FCN = 297222.4639556 Edm = 0.405954 NCalls = 630 -VariableMetric: Iteration # 41 - FCN = 297221.971177 Edm = 0.00781919 NCalls = 632 -VariableMetric: Iteration # 42 - FCN = 297221.9604042 Edm = 0.00161055 NCalls = 634 -VariableMetric: Iteration # 43 - FCN = 297221.9495978 Edm = 0.00857299 NCalls = 637 -VariableMetric: Iteration # 44 - FCN = 297221.2554707 Edm = 0.704694 NCalls = 642 -VariableMetric: Iteration # 45 - FCN = 297208.990163 Edm = 1.93508 NCalls = 649 -VariableMetric: Iteration # 46 - FCN = 297194.9292896 Edm = 2.05542 NCalls = 651 -VariableMetric: Iteration # 47 - FCN = 297190.9912511 Edm = 1.17953 NCalls = 653 -VariableMetric: Iteration # 48 - FCN = 297187.1762752 Edm = 3.06373 NCalls = 657 -VariableMetric: Iteration # 49 - FCN = 297183.7230408 Edm = 2.0265 NCalls = 660 -VariableMetric: Iteration # 50 - FCN = 297182.6219002 Edm = 0.170935 NCalls = 662 -VariableMetric: Iteration # 51 - FCN = 297182.4501224 Edm = 0.00650672 NCalls = 663 -VariableMetric: Iteration # 52 - FCN = 297182.4448312 Edm = 0.0014992 NCalls = 665 -VariableMetric: Iteration # 53 - FCN = 297182.4402038 Edm = 0.00536542 NCalls = 667 -VariableMetric: Iteration # 54 - FCN = 297182.4048575 Edm = 0.034995 NCalls = 671 -VariableMetric: Iteration # 55 - FCN = 297181.9089019 Edm = 0.417543 NCalls = 678 -VariableMetric: Iteration # 56 - FCN = 297174.8132968 Edm = 1.2988 NCalls = 682 -VariableMetric: Iteration # 57 - FCN = 297172.547884 Edm = 0.108622 NCalls = 685 -VariableMetric: Iteration # 58 - FCN = 297172.4519538 Edm = 0.00418247 NCalls = 687 -VariableMetric: Iteration # 59 - FCN = 297172.4479978 Edm = 0.000472747 NCalls = 688 -VariableMetric: Iteration # 60 - FCN = 297172.4406312 Edm = 0.00766512 NCalls = 692 -VariableMetric: Iteration # 61 - FCN = 297172.1961507 Edm = 0.243202 NCalls = 699 -VariableMetric: Iteration # 62 - FCN = 297166.7083537 Edm = 4.64957 NCalls = 704 -VariableMetric: Iteration # 63 - FCN = 297160.7099439 Edm = 1.68103 NCalls = 706 -VariableMetric: Iteration # 64 - FCN = 297159.147074 Edm = 0.369332 NCalls = 707 -VariableMetric: Iteration # 65 - FCN = 297158.8690167 Edm = 0.0206632 NCalls = 709 -VariableMetric: Iteration # 66 - FCN = 297158.8536658 Edm = 0.00245581 NCalls = 711 -VariableMetric: Iteration # 67 - FCN = 297158.8511196 Edm = 0.000981692 NCalls = 713 -VariableMetric: Iteration # 68 - FCN = 297158.8204483 Edm = 0.0332601 NCalls = 717 -VariableMetric: Iteration # 69 - FCN = 297158.6882974 Edm = 0.156964 NCalls = 723 -VariableMetric: Iteration # 70 - FCN = 297158.5474329 Edm = 0.140494 NCalls = 729 -VariableMetric: Iteration # 71 - FCN = 297158.4348431 Edm = 0.109247 NCalls = 735 -VariableMetric: Iteration # 72 - FCN = 297122.1635257 Edm = 10.6922 NCalls = 742 -VariableMetric: Iteration # 73 - FCN = 297112.2387762 Edm = 3.75953 NCalls = 744 -VariableMetric: Iteration # 74 - FCN = 297107.4611805 Edm = 0.507441 NCalls = 747 -VariableMetric: Iteration # 75 - FCN = 297107.0113428 Edm = 0.0628658 NCalls = 749 -VariableMetric: Iteration # 76 - FCN = 297106.964095 Edm = 0.00222849 NCalls = 751 -VariableMetric: Iteration # 77 - FCN = 297106.9613559 Edm = 0.000150885 NCalls = 753 -VariableMetric: Iteration # 78 - FCN = 297106.9611041 Edm = 5.23681e-05 NCalls = 755 -VariableMetric: After Hessian - FCN = 297106.9611041 Edm = 5927.85 NCalls = 1252 -VariableMetric: Iteration # 79 - FCN = 297106.9611041 Edm = 5927.85 NCalls = 1252 -VariableMetric: Iteration # 80 - FCN = 297104.0712428 Edm = 36934.8 NCalls = 1258 -VariableMetric: Iteration # 81 - FCN = 297094.7120077 Edm = 3.17816 NCalls = 1260 -VariableMetric: Iteration # 82 - FCN = 297093.8198335 Edm = 2.02136 NCalls = 1262 -VariableMetric: Iteration # 83 - FCN = 297092.121914 Edm = 1.6045 NCalls = 1263 -VariableMetric: Iteration # 84 - FCN = 297089.5527461 Edm = 1.8681 NCalls = 1266 -VariableMetric: Iteration # 85 - FCN = 297088.3649629 Edm = 0.5164 NCalls = 1269 -VariableMetric: Iteration # 86 - FCN = 297087.5044713 Edm = 0.364315 NCalls = 1271 -VariableMetric: Iteration # 87 - FCN = 297087.1425567 Edm = 0.0585333 NCalls = 1273 -VariableMetric: Iteration # 88 - FCN = 297087.0613489 Edm = 0.0306038 NCalls = 1275 -VariableMetric: Iteration # 89 - FCN = 297087.0155177 Edm = 0.0121316 NCalls = 1277 -VariableMetric: Iteration # 90 - FCN = 297086.9939299 Edm = 0.00859475 NCalls = 1279 -VariableMetric: Iteration # 91 - FCN = 297086.9633285 Edm = 0.00762113 NCalls = 1281 -VariableMetric: Iteration # 92 - FCN = 297086.9466771 Edm = 0.00662022 NCalls = 1283 -VariableMetric: Iteration # 93 - FCN = 297086.872469 Edm = 0.0192236 NCalls = 1286 -VariableMetric: Iteration # 94 - FCN = 297086.8441695 Edm = 0.0084017 NCalls = 1288 -VariableMetric: Iteration # 95 - FCN = 297086.8009744 Edm = 0.0179867 NCalls = 1290 -VariableMetric: Iteration # 96 - FCN = 297086.7800831 Edm = 0.0089918 NCalls = 1292 -VariableMetric: Iteration # 97 - FCN = 297086.7462321 Edm = 0.0192938 NCalls = 1295 -VariableMetric: Iteration # 98 - FCN = 297086.6904999 Edm = 0.0114677 NCalls = 1297 -VariableMetric: Iteration # 99 - FCN = 297086.6401147 Edm = 0.0223597 NCalls = 1299 -VariableMetric: Iteration # 100 - FCN = 297086.5890153 Edm = 0.0102775 NCalls = 1301 -VariableMetric: Iteration # 101 - FCN = 297086.5605385 Edm = 0.00958208 NCalls = 1303 -VariableMetric: Iteration # 102 - FCN = 297086.5342881 Edm = 0.00607323 NCalls = 1305 -VariableMetric: Iteration # 103 - FCN = 297086.5154062 Edm = 0.00549806 NCalls = 1307 -VariableMetric: Iteration # 104 - FCN = 297086.497054 Edm = 0.00739063 NCalls = 1309 -VariableMetric: Iteration # 105 - FCN = 297086.4754945 Edm = 0.00674168 NCalls = 1311 -VariableMetric: Iteration # 106 - FCN = 297086.4519542 Edm = 0.0229492 NCalls = 1313 -VariableMetric: Iteration # 107 - FCN = 297085.9573913 Edm = 6.46004 NCalls = 1317 -VariableMetric: Iteration # 108 - FCN = 297085.7013281 Edm = 0.360324 NCalls = 1322 -VariableMetric: Iteration # 109 - FCN = 297085.4323912 Edm = 0.238162 NCalls = 1324 -VariableMetric: Iteration # 110 - FCN = 297084.9702707 Edm = 0.268313 NCalls = 1327 -VariableMetric: Iteration # 111 - FCN = 297084.6489486 Edm = 0.414132 NCalls = 1330 -VariableMetric: Iteration # 112 - FCN = 297083.892826 Edm = 0.60159 NCalls = 1333 -VariableMetric: Iteration # 113 - FCN = 297083.4279022 Edm = 0.513405 NCalls = 1335 -VariableMetric: Iteration # 114 - FCN = 297083.1471309 Edm = 0.139162 NCalls = 1336 -VariableMetric: Iteration # 115 - FCN = 297082.7933635 Edm = 0.300373 NCalls = 1338 -VariableMetric: Iteration # 116 - FCN = 297082.3479705 Edm = 0.337571 NCalls = 1342 -VariableMetric: Iteration # 117 - FCN = 297081.9044543 Edm = 0.227449 NCalls = 1345 -VariableMetric: Iteration # 118 - FCN = 297081.303861 Edm = 0.394779 NCalls = 1347 -VariableMetric: Iteration # 119 - FCN = 297080.9818854 Edm = 0.311504 NCalls = 1349 -VariableMetric: Iteration # 120 - FCN = 297080.6234017 Edm = 0.125084 NCalls = 1351 -VariableMetric: Iteration # 121 - FCN = 297080.3625104 Edm = 0.122509 NCalls = 1354 -VariableMetric: Iteration # 122 - FCN = 297080.1655471 Edm = 0.0771689 NCalls = 1356 -VariableMetric: Iteration # 123 - FCN = 297080.0852546 Edm = 0.0339639 NCalls = 1357 -VariableMetric: Iteration # 124 - FCN = 297080.0423508 Edm = 0.0221434 NCalls = 1359 -VariableMetric: Iteration # 125 - FCN = 297079.9921404 Edm = 0.0159421 NCalls = 1362 -VariableMetric: Iteration # 126 - FCN = 297079.965397 Edm = 0.0132962 NCalls = 1364 -VariableMetric: Iteration # 127 - FCN = 297079.9253222 Edm = 0.0212679 NCalls = 1367 -VariableMetric: Iteration # 128 - FCN = 297079.8921791 Edm = 0.00747339 NCalls = 1369 -VariableMetric: Iteration # 129 - FCN = 297079.8780704 Edm = 0.0136783 NCalls = 1372 -VariableMetric: Iteration # 130 - FCN = 297079.8506632 Edm = 0.0156962 NCalls = 1375 -VariableMetric: Iteration # 131 - FCN = 297079.8273161 Edm = 0.00771375 NCalls = 1378 -VariableMetric: Iteration # 132 - FCN = 297079.8189109 Edm = 0.00269994 NCalls = 1380 -VariableMetric: Iteration # 133 - FCN = 297079.811355 Edm = 0.00515111 NCalls = 1382 -VariableMetric: Iteration # 134 - FCN = 297079.7986754 Edm = 0.00571608 NCalls = 1385 -VariableMetric: Iteration # 135 - FCN = 297079.7764202 Edm = 0.00914421 NCalls = 1387 -VariableMetric: Iteration # 136 - FCN = 297079.745958 Edm = 0.00622226 NCalls = 1389 -VariableMetric: Iteration # 137 - FCN = 297079.7319023 Edm = 0.00304091 NCalls = 1391 -VariableMetric: Iteration # 138 - FCN = 297079.727221 Edm = 0.000671233 NCalls = 1393 -VariableMetric: Iteration # 139 - FCN = 297079.7255391 Edm = 0.000555624 NCalls = 1395 -VariableMetric: Iteration # 140 - FCN = 297079.7243847 Edm = 0.000283261 NCalls = 1397 -VariableMetric: Iteration # 141 - FCN = 297079.7233467 Edm = 0.000517092 NCalls = 1399 -VariableMetric: Iteration # 142 - FCN = 297079.7222452 Edm = 6.00194e-05 NCalls = 1401 -VariableMetric: After Hessian - FCN = 297079.7222452 Edm = 0.000297329 NCalls = 1906 -VariableMetric: Iteration # 143 - FCN = 297079.7222452 Edm = 0.000297329 NCalls = 1906 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313556.3169751 Edm = 24.8813 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313556.3169751 Edm = 24.8813 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301116.9108205 Edm = 17825.4 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300227.4746768 Edm = 577.665 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 300103.057613 Edm = 42.5775 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 300089.7320271 Edm = 6.31855 NCalls = 12 -VariableMetric: Iteration # 5 - FCN = 299087.0011449 Edm = 788.256 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 297652.2113622 Edm = 9.10016 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297640.9402043 Edm = 0.552243 NCalls = 23 -VariableMetric: Iteration # 8 - FCN = 297640.4261808 Edm = 0.151827 NCalls = 25 -VariableMetric: Iteration # 9 - FCN = 297637.2784635 Edm = 2.67436 NCalls = 29 -VariableMetric: Iteration # 10 - FCN = 297543.4639609 Edm = 0.094161 NCalls = 33 -VariableMetric: Iteration # 11 - FCN = 297543.1982791 Edm = 0.0173468 NCalls = 34 -VariableMetric: Iteration # 12 - FCN = 297543.0980828 Edm = 0.0940102 NCalls = 37 -VariableMetric: Iteration # 13 - FCN = 297523.6931431 Edm = 3.09544 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297505.6510612 Edm = 5.60421 NCalls = 47 -VariableMetric: Iteration # 15 - FCN = 297498.1701084 Edm = 3.35207 NCalls = 49 -VariableMetric: Iteration # 16 - FCN = 297487.6902169 Edm = 3.7329 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297471.0417764 Edm = 36.9204 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297467.3520431 Edm = 2.51934 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297464.7874059 Edm = 0.370428 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297464.0152366 Edm = 0.0401397 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297463.943595 Edm = 0.00758708 NCalls = 68 -VariableMetric: Iteration # 22 - FCN = 297463.9270005 Edm = 0.00809062 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297463.7813728 Edm = 0.137613 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297452.9267425 Edm = 1.58574 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297443.4685944 Edm = 1.45983 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297442.4219105 Edm = 0.650572 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297441.7272976 Edm = 0.113157 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297441.5023007 Edm = 0.00443761 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297441.4971146 Edm = 0.000655776 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297441.493961 Edm = 0.00321228 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297441.277045 Edm = 0.208509 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297432.8499074 Edm = 0.492837 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297432.3782419 Edm = 0.012583 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297432.3663994 Edm = 0.000922155 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297432.3400383 Edm = 0.0256996 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297431.3856159 Edm = 0.605695 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297423.603583 Edm = 4.7451 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297420.3811082 Edm = 0.286931 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297420.1933712 Edm = 0.00969857 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297420.1668558 Edm = 0.0144613 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297420.1411161 Edm = 0.00561004 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297420.1362433 Edm = 0.000368084 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297420.1337729 Edm = 0.00229523 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297420.0183392 Edm = 0.131484 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297420.0166854 Edm = 0.00147235 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297419.9593389 Edm = 0.0636541 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297419.9462843 Edm = 0.0126315 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297419.8919051 Edm = 0.051904 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297417.8220327 Edm = 0.185236 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297417.6506448 Edm = 0.0237864 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297417.6235693 Edm = 0.00421187 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297417.6181898 Edm = 0.00022343 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297417.6178337 Edm = 0.000125642 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297417.6092237 Edm = 0.00827044 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297416.8374229 Edm = 0.878774 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297416.7854715 Edm = 0.0902369 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297416.3145297 Edm = 0.382319 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297414.2026846 Edm = 0.383683 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297413.6629026 Edm = 0.0251826 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297413.6383907 Edm = 0.000803692 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297413.6375448 Edm = 0.000160597 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297413.6337741 Edm = 0.00402169 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297413.5486052 Edm = 0.0487958 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297413.0900087 Edm = 0.328519 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297408.1249965 Edm = 2.81169 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297406.6365274 Edm = 4.16064 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297404.9203483 Edm = 1.01214 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297403.4795211 Edm = 1.23061 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297401.784878 Edm = 0.750764 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297400.9290087 Edm = 0.659187 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297400.5842501 Edm = 0.0494714 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297400.538681 Edm = 0.00709252 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297400.5250702 Edm = 0.00362638 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297400.5159412 Edm = 0.00154707 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297400.5012387 Edm = 0.0128898 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297399.4834694 Edm = 0.986455 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297399.3781594 Edm = 0.140727 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297398.8968593 Edm = 0.554422 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297393.0530021 Edm = 18.6719 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297392.7682481 Edm = 0.571799 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297392.4974776 Edm = 0.0553569 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297392.301999 Edm = 0.150019 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297391.6345544 Edm = 0.601691 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297390.3598975 Edm = 0.19404 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297390.0411649 Edm = 0.0429658 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297389.7093089 Edm = 0.177018 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297389.6615111 Edm = 0.228246 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297389.4834074 Edm = 0.234036 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297388.9950729 Edm = 0.654927 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297388.4337054 Edm = 0.899575 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297386.8994059 Edm = 1.37584 NCalls = 312 -VariableMetric: Iteration # 92 - FCN = 297386.6941072 Edm = 0.541376 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297384.953813 Edm = 1.21265 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297382.4942554 Edm = 0.310825 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297382.2041101 Edm = 0.0493114 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297382.1691866 Edm = 0.0208206 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297382.0667693 Edm = 0.0714919 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297381.4315551 Edm = 0.443931 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297380.9638332 Edm = 0.71082 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297380.7212941 Edm = 0.765807 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297379.1044263 Edm = 0.208232 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297378.806963 Edm = 0.181758 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297378.7000079 Edm = 0.0939806 NCalls = 346 -VariableMetric: Iteration # 104 - FCN = 297378.6022878 Edm = 0.022579 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297378.5115023 Edm = 0.0640413 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297377.8411237 Edm = 0.297816 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297377.5416071 Edm = 0.279481 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297377.108223 Edm = 0.123168 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297376.8223262 Edm = 0.227323 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297376.747764 Edm = 0.0359662 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 297376.692301 Edm = 0.00918235 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 297376.6573416 Edm = 0.00953284 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297376.6423763 Edm = 0.00360949 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297376.6397697 Edm = 0.000267493 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297376.6391732 Edm = 0.000319526 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297376.6267983 Edm = 0.0091326 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297376.4992355 Edm = 0.129524 NCalls = 383 -VariableMetric: Iteration # 118 - FCN = 297375.7987413 Edm = 0.457518 NCalls = 394 -VariableMetric: Iteration # 119 - FCN = 297375.1479877 Edm = 2.82287 NCalls = 397 -VariableMetric: Iteration # 120 - FCN = 297374.2217892 Edm = 0.545691 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297373.9882309 Edm = 1411.31 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297373.962655 Edm = 715.75 NCalls = 411 -VariableMetric: Iteration # 123 - FCN = 297373.8806075 Edm = 2710.27 NCalls = 415 -VariableMetric: Iteration # 124 - FCN = 297373.8562495 Edm = 2396.82 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297373.5754043 Edm = 2459.25 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297373.3554628 Edm = 788.755 NCalls = 426 -VariableMetric: Iteration # 127 - FCN = 297373.2681419 Edm = 1619.63 NCalls = 429 -VariableMetric: Iteration # 128 - FCN = 297373.0776143 Edm = 463.954 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297372.912845 Edm = 615.598 NCalls = 435 -VariableMetric: Iteration # 130 - FCN = 297372.6468375 Edm = 61.0831 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297372.5282623 Edm = 218.903 NCalls = 441 -VariableMetric: Iteration # 132 - FCN = 297372.0780434 Edm = 310.583 NCalls = 444 -VariableMetric: Iteration # 133 - FCN = 297371.7307581 Edm = 34.3744 NCalls = 447 -VariableMetric: Iteration # 134 - FCN = 297371.5606773 Edm = 30.6877 NCalls = 450 -VariableMetric: Iteration # 135 - FCN = 297371.1641991 Edm = 18.1112 NCalls = 453 -VariableMetric: Iteration # 136 - FCN = 297370.8447328 Edm = 26.9469 NCalls = 455 -VariableMetric: Iteration # 137 - FCN = 297370.7802497 Edm = 5.48494 NCalls = 458 -VariableMetric: Iteration # 138 - FCN = 297370.7309826 Edm = 15.3319 NCalls = 460 -VariableMetric: Iteration # 139 - FCN = 297369.953832 Edm = 15.17 NCalls = 462 -VariableMetric: Iteration # 140 - FCN = 297369.5898189 Edm = 13.4065 NCalls = 464 -VariableMetric: Iteration # 141 - FCN = 297369.3037813 Edm = 8.43027 NCalls = 466 -VariableMetric: Iteration # 142 - FCN = 297368.6751553 Edm = 6.78666 NCalls = 468 -VariableMetric: Iteration # 143 - FCN = 297368.5852222 Edm = 2.13044 NCalls = 470 -VariableMetric: Iteration # 144 - FCN = 297367.9524248 Edm = 2.25933 NCalls = 471 -VariableMetric: Iteration # 145 - FCN = 297367.1332689 Edm = 9.0146 NCalls = 475 -VariableMetric: Iteration # 146 - FCN = 297362.4940694 Edm = 4.04552 NCalls = 480 -VariableMetric: Iteration # 147 - FCN = 297362.2364036 Edm = 2.91706 NCalls = 482 -VariableMetric: Iteration # 148 - FCN = 297361.7066805 Edm = 1.59226 NCalls = 485 -VariableMetric: Iteration # 149 - FCN = 297360.9081555 Edm = 0.987921 NCalls = 487 -VariableMetric: Iteration # 150 - FCN = 297360.5051156 Edm = 0.169567 NCalls = 489 -VariableMetric: Iteration # 151 - FCN = 297360.3676014 Edm = 0.0588033 NCalls = 491 -VariableMetric: Iteration # 152 - FCN = 297360.3172406 Edm = 0.0411484 NCalls = 493 -VariableMetric: Iteration # 153 - FCN = 297360.2881399 Edm = 0.00857049 NCalls = 495 -VariableMetric: Iteration # 154 - FCN = 297360.2756583 Edm = 0.00822327 NCalls = 497 -VariableMetric: Iteration # 155 - FCN = 297360.2660354 Edm = 0.00863858 NCalls = 499 -VariableMetric: Iteration # 156 - FCN = 297360.2266767 Edm = 0.0203918 NCalls = 503 -VariableMetric: Iteration # 157 - FCN = 297360.1786067 Edm = 0.0621933 NCalls = 508 -VariableMetric: Iteration # 158 - FCN = 297360.140111 Edm = 0.0458043 NCalls = 510 -VariableMetric: Iteration # 159 - FCN = 297360.0997765 Edm = 0.0286668 NCalls = 515 -VariableMetric: Iteration # 160 - FCN = 297360.0632407 Edm = 0.0153287 NCalls = 517 -VariableMetric: Iteration # 161 - FCN = 297360.0504541 Edm = 0.00457122 NCalls = 519 -VariableMetric: Iteration # 162 - FCN = 297360.0457807 Edm = 0.00328104 NCalls = 521 -VariableMetric: Iteration # 163 - FCN = 297360.0420341 Edm = 0.00342418 NCalls = 523 -VariableMetric: Iteration # 164 - FCN = 297360.0332946 Edm = 0.00511244 NCalls = 526 -VariableMetric: Iteration # 165 - FCN = 297360.0198059 Edm = 0.00575266 NCalls = 528 -VariableMetric: Iteration # 166 - FCN = 297360.0038629 Edm = 0.00856089 NCalls = 530 -VariableMetric: Iteration # 167 - FCN = 297359.9890796 Edm = 0.00243277 NCalls = 532 -VariableMetric: Iteration # 168 - FCN = 297359.9867223 Edm = 0.00253748 NCalls = 534 -VariableMetric: Iteration # 169 - FCN = 297359.9821193 Edm = 0.00165656 NCalls = 536 -VariableMetric: Iteration # 170 - FCN = 297359.977919 Edm = 0.000980661 NCalls = 539 -VariableMetric: Iteration # 171 - FCN = 297359.9771322 Edm = 0.000211861 NCalls = 541 -VariableMetric: Iteration # 172 - FCN = 297359.9766943 Edm = 0.000118076 NCalls = 543 -VariableMetric: Iteration # 173 - FCN = 297359.9761251 Edm = 0.000308559 NCalls = 545 -VariableMetric: Iteration # 174 - FCN = 297359.9744591 Edm = 0.000802661 NCalls = 547 -VariableMetric: Iteration # 175 - FCN = 297359.9723717 Edm = 0.00101187 NCalls = 549 -VariableMetric: Iteration # 176 - FCN = 297359.9706792 Edm = 0.000467169 NCalls = 551 -VariableMetric: Iteration # 177 - FCN = 297359.9700267 Edm = 0.000449633 NCalls = 553 -VariableMetric: Iteration # 178 - FCN = 297359.9695283 Edm = 0.000420489 NCalls = 555 -VariableMetric: Iteration # 179 - FCN = 297359.9668106 Edm = 0.00181945 NCalls = 559 -VariableMetric: Iteration # 180 - FCN = 297359.9630024 Edm = 0.00203747 NCalls = 561 -VariableMetric: Iteration # 181 - FCN = 297359.960918 Edm = 0.00196047 NCalls = 563 -VariableMetric: Iteration # 182 - FCN = 297359.9579002 Edm = 0.00173408 NCalls = 565 -VariableMetric: Iteration # 183 - FCN = 297359.9524338 Edm = 0.00154926 NCalls = 568 -VariableMetric: Iteration # 184 - FCN = 297359.9518332 Edm = 0.000715703 NCalls = 570 -VariableMetric: Iteration # 185 - FCN = 297359.9512436 Edm = 9.05205e-05 NCalls = 572 -VariableMetric: Iteration # 186 - FCN = 297359.9510694 Edm = 9.76032e-05 NCalls = 574 -VariableMetric: Iteration # 187 - FCN = 297359.9503621 Edm = 0.00033947 NCalls = 578 -VariableMetric: Iteration # 188 - FCN = 297359.9490893 Edm = 0.000780542 NCalls = 581 -VariableMetric: Iteration # 189 - FCN = 297359.9464617 Edm = 0.000519965 NCalls = 584 -VariableMetric: Iteration # 190 - FCN = 297359.9456105 Edm = 4.17482e-05 NCalls = 586 -VariableMetric: After Hessian - FCN = 297359.9456105 Edm = 4.41354e-05 NCalls = 1073 -VariableMetric: Iteration # 191 - FCN = 297359.9456105 Edm = 4.41354e-05 NCalls = 1073 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305813.1864525 Edm = 3160.08 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305813.1864525 Edm = 3160.08 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302577.4981444 Edm = 123.737 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 302144.8204319 Edm = 1.96957 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 302125.787124 Edm = 7.61579 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 298658.2978444 Edm = 92.645 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298396.4421457 Edm = 66.4753 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298333.0602695 Edm = 11.0756 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 298325.6340441 Edm = 0.98948 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 298314.4049474 Edm = 8.80917 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 297860.0798878 Edm = 44.6403 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297827.1150619 Edm = 4.232 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297823.7754461 Edm = 0.100838 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297823.5846654 Edm = 0.111437 NCalls = 38 -VariableMetric: Iteration # 13 - FCN = 297795.0358168 Edm = 15.5513 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297750.7024286 Edm = 0.277443 NCalls = 47 -VariableMetric: Iteration # 15 - FCN = 297750.1306534 Edm = 0.0374916 NCalls = 49 -VariableMetric: Iteration # 16 - FCN = 297749.9386221 Edm = 0.11519 NCalls = 51 -VariableMetric: Iteration # 17 - FCN = 297743.7946649 Edm = 5.36187 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297562.6354512 Edm = 32.7287 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297508.8046142 Edm = 19.5438 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297490.9960994 Edm = 0.650695 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297490.6729704 Edm = 0.168175 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297490.5380093 Edm = 0.032477 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297490.320011 Edm = 0.200965 NCalls = 73 -VariableMetric: Iteration # 24 - FCN = 297479.2885021 Edm = 11.1182 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297478.886312 Edm = 0.358718 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297453.6683215 Edm = 4.9615 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297449.4800023 Edm = 0.301867 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297449.2877494 Edm = 0.0333337 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297449.2566404 Edm = 0.0156445 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297449.1821837 Edm = 0.0701907 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297433.3665979 Edm = 0.811255 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297404.2334236 Edm = 1.60942 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297401.9485529 Edm = 0.117047 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297401.7895797 Edm = 0.00839834 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297401.7697117 Edm = 0.00173792 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297401.7574841 Edm = 0.00757842 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297401.4062595 Edm = 0.28649 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297376.7625636 Edm = 8.41143 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297361.2189997 Edm = 0.480873 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297360.7913911 Edm = 0.0424585 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297360.7441363 Edm = 0.00766773 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297360.7338628 Edm = 0.0042254 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297360.7121647 Edm = 0.0126209 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297360.6386092 Edm = 0.0748747 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297359.7708907 Edm = 0.866259 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297343.4511775 Edm = 1.15063 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297329.6790522 Edm = 3.15977 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297325.7622808 Edm = 1.05626 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297324.4478946 Edm = 0.114037 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297324.3060234 Edm = 0.0101961 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297324.2960606 Edm = 0.00185361 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297324.2913012 Edm = 0.0033104 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297324.2312662 Edm = 0.0528168 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297322.574972 Edm = 1.07726 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297316.7429161 Edm = 1.94671 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297314.0302478 Edm = 0.715321 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297312.7765884 Edm = 0.121254 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297312.6796678 Edm = 0.0296278 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297312.6557705 Edm = 0.00525956 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297312.649664 Edm = 0.00112483 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297312.6482273 Edm = 0.000261678 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297312.6478628 Edm = 4.92914e-05 NCalls = 189 -VariableMetric: After Hessian - FCN = 297312.6478628 Edm = 519.727 NCalls = 660 -VariableMetric: Iteration # 63 - FCN = 297312.6478628 Edm = 519.727 NCalls = 660 -VariableMetric: Iteration # 64 - FCN = 297312.3080095 Edm = 2.33633 NCalls = 670 -VariableMetric: Iteration # 65 - FCN = 297306.8174403 Edm = 0.937109 NCalls = 675 -VariableMetric: Iteration # 66 - FCN = 297306.0419223 Edm = 1.25108 NCalls = 677 -VariableMetric: Iteration # 67 - FCN = 297305.6171818 Edm = 1.10871 NCalls = 680 -VariableMetric: Iteration # 68 - FCN = 297304.4962437 Edm = 0.390625 NCalls = 683 -VariableMetric: Iteration # 69 - FCN = 297303.7121747 Edm = 0.56244 NCalls = 686 -VariableMetric: Iteration # 70 - FCN = 297303.201661 Edm = 2.10473 NCalls = 689 -VariableMetric: Iteration # 71 - FCN = 297300.9658382 Edm = 4.27276 NCalls = 696 -VariableMetric: Iteration # 72 - FCN = 297300.621395 Edm = 1.4558 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297297.991512 Edm = 3.26297 NCalls = 704 -VariableMetric: Iteration # 74 - FCN = 297295.001544 Edm = 1.80189 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297293.0575329 Edm = 1.90228 NCalls = 710 -VariableMetric: Iteration # 76 - FCN = 297292.525878 Edm = 0.278652 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297292.2295139 Edm = 0.213378 NCalls = 714 -VariableMetric: Iteration # 78 - FCN = 297291.9218083 Edm = 0.366116 NCalls = 716 -VariableMetric: Iteration # 79 - FCN = 297291.5699931 Edm = 0.191528 NCalls = 718 -VariableMetric: Iteration # 80 - FCN = 297291.3251896 Edm = 0.112916 NCalls = 720 -VariableMetric: Iteration # 81 - FCN = 297291.0063826 Edm = 0.0789352 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297290.8672128 Edm = 0.0350333 NCalls = 725 -VariableMetric: Iteration # 83 - FCN = 297290.7733686 Edm = 0.0281212 NCalls = 727 -VariableMetric: Iteration # 84 - FCN = 297290.6967022 Edm = 0.0588206 NCalls = 729 -VariableMetric: Iteration # 85 - FCN = 297290.5660793 Edm = 0.0844316 NCalls = 732 -VariableMetric: Iteration # 86 - FCN = 297290.4815513 Edm = 0.0557385 NCalls = 734 -VariableMetric: Iteration # 87 - FCN = 297290.3902809 Edm = 0.0570753 NCalls = 736 -VariableMetric: Iteration # 88 - FCN = 297290.2694623 Edm = 0.0461593 NCalls = 738 -VariableMetric: Iteration # 89 - FCN = 297290.1902301 Edm = 0.0315771 NCalls = 740 -VariableMetric: Iteration # 90 - FCN = 297290.1041633 Edm = 0.0161322 NCalls = 742 -VariableMetric: Iteration # 91 - FCN = 297290.0572718 Edm = 0.0135182 NCalls = 744 -VariableMetric: Iteration # 92 - FCN = 297290.0295194 Edm = 0.004337 NCalls = 746 -VariableMetric: Iteration # 93 - FCN = 297290.0211727 Edm = 0.00212907 NCalls = 748 -VariableMetric: Iteration # 94 - FCN = 297290.0174172 Edm = 0.000739322 NCalls = 750 -VariableMetric: Iteration # 95 - FCN = 297290.0161442 Edm = 0.000559882 NCalls = 752 -VariableMetric: Iteration # 96 - FCN = 297290.0146119 Edm = 0.000329085 NCalls = 754 -VariableMetric: Iteration # 97 - FCN = 297290.0140599 Edm = 9.53734e-05 NCalls = 756 -VariableMetric: Iteration # 98 - FCN = 297290.0138049 Edm = 7.00415e-05 NCalls = 758 -VariableMetric: Iteration # 99 - FCN = 297290.0136705 Edm = 1.472e-05 NCalls = 760 -VariableMetric: After Hessian - FCN = 297290.0136705 Edm = 0.000118557 NCalls = 1243 -VariableMetric: Iteration # 100 - FCN = 297290.0136705 Edm = 0.000118557 NCalls = 1243 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 339007.4240841 Edm = 141.04 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 339007.4240841 Edm = 141.04 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303827.0456431 Edm = 2.33479 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303782.6649596 Edm = 2.31453 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302817.38096 Edm = 200.33 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 300102.9850686 Edm = 18581.3 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 299703.9147313 Edm = 966.849 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 299654.6839678 Edm = 126.811 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 299587.2747594 Edm = 79.7647 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 299539.5231411 Edm = 15.1703 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 299517.4877801 Edm = 8.60544 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299503.8793999 Edm = 5.94267 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 299138.0225934 Edm = 252.522 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298261.3349836 Edm = 46.6172 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297754.3702041 Edm = 2.85709 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297748.2872794 Edm = 6.1629 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297732.6436091 Edm = 0.798228 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297727.8373275 Edm = 1.28052 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297725.4521107 Edm = 0.404298 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297721.0044802 Edm = 4.05313 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297589.690791 Edm = 22.6437 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297561.1223295 Edm = 6.55558 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297536.9760475 Edm = 8.22966 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297529.3546977 Edm = 6.39405 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297522.5472648 Edm = 1.73556 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297518.5441785 Edm = 3.57861 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297516.5953156 Edm = 0.890553 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297514.2779572 Edm = 0.615875 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297511.3491895 Edm = 0.813778 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297511.0162068 Edm = 0.674023 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297509.9197607 Edm = 0.31163 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297509.5019411 Edm = 0.979242 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297508.4986616 Edm = 0.254984 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297508.3534604 Edm = 0.0291313 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297508.3143709 Edm = 0.0260733 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297508.2230102 Edm = 0.0402912 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297507.9071593 Edm = 0.357118 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297503.5526009 Edm = 5.30669 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297494.3243087 Edm = 86.3408 NCalls = 148 -VariableMetric: Iteration # 38 - FCN = 297493.9849067 Edm = 0.333155 NCalls = 152 -VariableMetric: Iteration # 39 - FCN = 297487.06768 Edm = 10.9945 NCalls = 161 -VariableMetric: Iteration # 40 - FCN = 297487.0393079 Edm = 0.134255 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297486.8133473 Edm = 0.406852 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297464.6149848 Edm = 16.1162 NCalls = 174 -VariableMetric: Iteration # 43 - FCN = 297429.8224075 Edm = 31.4826 NCalls = 177 -VariableMetric: Iteration # 44 - FCN = 297411.3040835 Edm = 45.9277 NCalls = 182 -VariableMetric: Iteration # 45 - FCN = 297389.3826938 Edm = 8.47639 NCalls = 184 -VariableMetric: Iteration # 46 - FCN = 297382.9142011 Edm = 0.431727 NCalls = 186 -VariableMetric: Iteration # 47 - FCN = 297382.580913 Edm = 0.0799839 NCalls = 188 -VariableMetric: Iteration # 48 - FCN = 297382.3906415 Edm = 0.0214337 NCalls = 190 -VariableMetric: Iteration # 49 - FCN = 297382.3651913 Edm = 0.00326323 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297382.3487779 Edm = 0.0173626 NCalls = 194 -VariableMetric: Iteration # 51 - FCN = 297377.6448603 Edm = 0.681419 NCalls = 201 -VariableMetric: Iteration # 52 - FCN = 297364.5483936 Edm = 9.7598 NCalls = 202 -VariableMetric: Iteration # 53 - FCN = 297354.6596859 Edm = 4.40375 NCalls = 204 -VariableMetric: Iteration # 54 - FCN = 297349.6360118 Edm = 0.500833 NCalls = 206 -VariableMetric: Iteration # 55 - FCN = 297349.2196829 Edm = 0.0514638 NCalls = 208 -VariableMetric: Iteration # 56 - FCN = 297349.1685029 Edm = 0.00560458 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297349.1589389 Edm = 0.00477176 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297349.0691651 Edm = 0.095147 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297345.1029395 Edm = 0.65375 NCalls = 223 -VariableMetric: Iteration # 60 - FCN = 297339.3894919 Edm = 1.91267 NCalls = 225 -VariableMetric: Iteration # 61 - FCN = 297336.8151598 Edm = 2.25011 NCalls = 227 -VariableMetric: Iteration # 62 - FCN = 297333.9096531 Edm = 0.34846 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297333.6401427 Edm = 0.0214834 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297333.6120303 Edm = 0.00430775 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297333.590674 Edm = 0.0130586 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297332.2575566 Edm = 1.10659 NCalls = 240 -VariableMetric: Iteration # 67 - FCN = 297321.49412 Edm = 1.44474 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297319.643343 Edm = 0.189982 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297319.481436 Edm = 0.0129302 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297319.4683964 Edm = 0.00175231 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297319.461599 Edm = 0.00314861 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297319.4195425 Edm = 0.0416407 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297317.658986 Edm = 1.10836 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297314.3667367 Edm = 1.49512 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297312.6402715 Edm = 0.3185 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297312.1256569 Edm = 0.104384 NCalls = 271 -VariableMetric: Iteration # 77 - FCN = 297312.030957 Edm = 0.0195974 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297312.0131052 Edm = 0.0043561 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297312.0095069 Edm = 0.000851716 NCalls = 276 -VariableMetric: Iteration # 80 - FCN = 297312.0003305 Edm = 0.00751509 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297311.0394431 Edm = 0.681246 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297303.0714536 Edm = 0.715627 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297302.353853 Edm = 0.0686559 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297302.3017305 Edm = 0.00647557 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297302.2924846 Edm = 0.0031935 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297302.267936 Edm = 0.014849 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 297301.8102212 Edm = 0.430244 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297294.6926321 Edm = 11.5174 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297293.9409039 Edm = 0.550568 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297291.5996609 Edm = 1.50907 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297288.3890188 Edm = 0.288803 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297288.04341 Edm = 0.0441321 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297287.9773112 Edm = 0.0172737 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297287.9405661 Edm = 0.0131769 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297287.9210983 Edm = 0.00242818 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297287.9110925 Edm = 0.00705007 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297287.8319328 Edm = 0.0524799 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297286.461304 Edm = 1.01162 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297277.9693471 Edm = 3.04044 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297273.2454324 Edm = 2.35783 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297271.9492029 Edm = 0.456735 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297271.3050003 Edm = 0.0646117 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297271.2328116 Edm = 0.00790043 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297271.2233818 Edm = 0.00190788 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297271.2184985 Edm = 0.00313833 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297271.161261 Edm = 0.0572764 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297267.3396806 Edm = 1.99536 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297254.4099422 Edm = 2.8275 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297251.0712897 Edm = 0.309798 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297250.6219959 Edm = 0.123809 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297250.3921576 Edm = 0.0611035 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297250.3246757 Edm = 0.00277067 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297250.3209788 Edm = 0.00107455 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297250.3084726 Edm = 0.0123655 NCalls = 371 -VariableMetric: Iteration # 115 - FCN = 297250.0262169 Edm = 0.323604 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297249.8728956 Edm = 0.150013 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297241.2529294 Edm = 0.411826 NCalls = 388 -VariableMetric: Iteration # 118 - FCN = 297240.9608194 Edm = 0.0117874 NCalls = 390 -VariableMetric: Iteration # 119 - FCN = 297240.9498489 Edm = 0.000768022 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297240.9488836 Edm = 0.000113234 NCalls = 394 -VariableMetric: Iteration # 121 - FCN = 297240.9485061 Edm = 0.000263808 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297240.9441964 Edm = 0.00504294 NCalls = 400 -VariableMetric: Iteration # 123 - FCN = 297240.768285 Edm = 0.142764 NCalls = 407 -VariableMetric: Iteration # 124 - FCN = 297239.6451971 Edm = 0.216723 NCalls = 410 -VariableMetric: Iteration # 125 - FCN = 297239.3610629 Edm = 0.0174181 NCalls = 412 -VariableMetric: Iteration # 126 - FCN = 297239.3417362 Edm = 0.00147584 NCalls = 414 -VariableMetric: Iteration # 127 - FCN = 297239.3400888 Edm = 8.91873e-05 NCalls = 416 -VariableMetric: Iteration # 128 - FCN = 297239.3399699 Edm = 2.19989e-05 NCalls = 418 -VariableMetric: After Hessian - FCN = 297239.3399699 Edm = 1.54365 NCalls = 899 -VariableMetric: Iteration # 129 - FCN = 297239.3399699 Edm = 1.54365 NCalls = 899 -VariableMetric: Iteration # 130 - FCN = 297237.722304 Edm = 0.203902 NCalls = 901 -VariableMetric: Iteration # 131 - FCN = 297237.5203848 Edm = 0.0568661 NCalls = 903 -VariableMetric: Iteration # 132 - FCN = 297237.4693655 Edm = 0.0155982 NCalls = 905 -VariableMetric: Iteration # 133 - FCN = 297237.4523255 Edm = 0.00459254 NCalls = 907 -VariableMetric: Iteration # 134 - FCN = 297237.4463718 Edm = 0.00132579 NCalls = 909 -VariableMetric: Iteration # 135 - FCN = 297237.444301 Edm = 0.000365853 NCalls = 912 -VariableMetric: Iteration # 136 - FCN = 297237.4437618 Edm = 5.71492e-05 NCalls = 914 -VariableMetric: After Hessian - FCN = 297237.4437618 Edm = 6.56076e-05 NCalls = 1397 -VariableMetric: Iteration # 137 - FCN = 297237.4437618 Edm = 6.56076e-05 NCalls = 1397 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316930.7557779 Edm = 8198.4 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316930.7557779 Edm = 8198.4 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299445.9098342 Edm = 2.04806 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 299416.9167658 Edm = 9.31287 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 297983.3025382 Edm = 74.4151 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297654.5086917 Edm = 48.4824 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297626.9492466 Edm = 1.95005 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297624.8050545 Edm = 0.457785 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297613.1022263 Edm = 12.479 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297604.1509258 Edm = 8.22928 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297379.5861144 Edm = 9.37658 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297373.1145347 Edm = 0.114304 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297372.9818946 Edm = 0.00797182 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297372.8878333 Edm = 0.112448 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297360.3349676 Edm = 0.671919 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297347.3322281 Edm = 0.158772 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297347.1301237 Edm = 0.0133492 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297347.0664437 Edm = 0.0488213 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297338.5797741 Edm = 7.50679 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297296.5675035 Edm = 2.8585 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297293.6097635 Edm = 0.13994 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297293.4358391 Edm = 0.00760739 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297293.4270073 Edm = 0.00153201 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297292.7801532 Edm = 0.65854 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297292.7486109 Edm = 0.0307053 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297290.5810408 Edm = 0.232849 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297282.7806465 Edm = 0.938698 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297281.1499538 Edm = 0.0166035 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297281.1319342 Edm = 0.000821597 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297281.1276937 Edm = 0.00287712 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297280.3007745 Edm = 0.785387 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297271.8609206 Edm = 0.237095 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297271.5847688 Edm = 0.00378635 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297271.5808635 Edm = 0.000481799 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297271.5797013 Edm = 0.000878784 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297271.5603915 Edm = 0.0220871 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297271.0590574 Edm = 0.0584595 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297268.8707394 Edm = 0.391021 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297268.2209616 Edm = 0.00898552 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297268.2125709 Edm = 0.000312714 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297268.2119466 Edm = 0.00043519 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297268.1980601 Edm = 0.0157705 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297267.8941695 Edm = 0.0182685 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297266.3735548 Edm = 0.0947694 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297266.2225746 Edm = 0.00770032 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297266.2136149 Edm = 0.000351822 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297266.2131099 Edm = 0.000146636 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297266.2103326 Edm = 0.00241853 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297265.5094256 Edm = 0.545721 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297262.5843335 Edm = 0.793249 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297261.8627446 Edm = 0.0900972 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297261.8190834 Edm = 0.00891838 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297261.8100534 Edm = 0.000440498 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297261.8089212 Edm = 0.000790233 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297261.7909976 Edm = 0.017421 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297261.6325802 Edm = 0.170067 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297259.6207182 Edm = 0.760648 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297258.3996513 Edm = 0.18412 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297258.2944119 Edm = 0.0593293 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297258.2063079 Edm = 0.0142507 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297258.1866062 Edm = 0.00386528 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297258.1806378 Edm = 0.000666449 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297258.1797592 Edm = 8.21096e-05 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297258.1796536 Edm = 4.8291e-05 NCalls = 200 -VariableMetric: After Hessian - FCN = 297258.1796536 Edm = 21183.8 NCalls = 673 -VariableMetric: Iteration # 63 - FCN = 297258.1796536 Edm = 21183.8 NCalls = 673 -VariableMetric: Iteration # 64 - FCN = 297257.2918112 Edm = 204601 NCalls = 684 -VariableMetric: Iteration # 65 - FCN = 297256.0495083 Edm = 61.8658 NCalls = 695 -VariableMetric: Iteration # 66 - FCN = 297251.7187936 Edm = 1.66923 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297251.0368178 Edm = 0.361622 NCalls = 703 -VariableMetric: Iteration # 68 - FCN = 297249.9133957 Edm = 0.15851 NCalls = 706 -VariableMetric: Iteration # 69 - FCN = 297248.9772845 Edm = 0.402906 NCalls = 710 -VariableMetric: Iteration # 70 - FCN = 297248.494619 Edm = 0.113854 NCalls = 712 -VariableMetric: Iteration # 71 - FCN = 297248.2065595 Edm = 0.23284 NCalls = 714 -VariableMetric: Iteration # 72 - FCN = 297247.7113769 Edm = 0.0744169 NCalls = 717 -VariableMetric: Iteration # 73 - FCN = 297247.6251743 Edm = 0.0150185 NCalls = 719 -VariableMetric: Iteration # 74 - FCN = 297247.4880081 Edm = 0.0509623 NCalls = 722 -VariableMetric: Iteration # 75 - FCN = 297247.4175055 Edm = 0.005679 NCalls = 724 -VariableMetric: Iteration # 76 - FCN = 297247.4010924 Edm = 0.0134771 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297247.2769148 Edm = 0.0137977 NCalls = 730 -VariableMetric: Iteration # 78 - FCN = 297247.2586903 Edm = 0.00391954 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297247.1969467 Edm = 0.00999293 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297247.1833283 Edm = 0.00120443 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297247.1778584 Edm = 0.00422874 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297247.14868 Edm = 0.00269908 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297247.1447446 Edm = 0.0010084 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297247.1374264 Edm = 0.00486963 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297247.1193771 Edm = 0.00189474 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297247.116422 Edm = 0.00087132 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297247.1098683 Edm = 0.00539769 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297247.0894304 Edm = 0.00437063 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297247.0836488 Edm = 0.000984511 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297247.0807932 Edm = 0.0019776 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297247.0710899 Edm = 0.000924876 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297247.0702235 Edm = 0.000187326 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297247.0684581 Edm = 0.00121796 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297247.0633785 Edm = 0.000504873 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297247.0619134 Edm = 0.000367485 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297247.0605313 Edm = 0.000669403 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297247.0551498 Edm = 0.0022733 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297247.0518607 Edm = 0.000266347 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297247.0513173 Edm = 0.000263182 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297247.0488055 Edm = 0.000367745 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297247.0483642 Edm = 4.64095e-05 NCalls = 787 -VariableMetric: After Hessian - FCN = 297247.0483642 Edm = 0.00256641 NCalls = 1274 -VariableMetric: Iteration # 102 - FCN = 297247.0483642 Edm = 0.00256641 NCalls = 1274 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323007.1158384 Edm = 37.4993 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323007.1158384 Edm = 37.4993 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305967.3182716 Edm = 26.8349 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 305389.5183614 Edm = 10047.7 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305389.5183614 Edm = 10047.7 NCalls = 22 -VariableMetric: After Hessian - FCN = 305389.5183614 Edm = 1.50551e+08 NCalls = 493 -VariableMetric: Iteration # 4 - FCN = 305389.5183614 Edm = 1.50551e+08 NCalls = 493 -VariableMetric: Iteration # 5 - FCN = 305389.5183614 Edm = 1.50551e+08 NCalls = 504 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329514.256103 Edm = 878.506 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329514.256103 Edm = 878.506 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303792.6439023 Edm = 16.0597 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299101.2230546 Edm = 60.6236 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299090.8680483 Edm = 3.48938 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299014.6306191 Edm = 80.7495 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298921.7522046 Edm = 88.86 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 297817.771059 Edm = 33.6362 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 297775.4075965 Edm = 0.557668 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 297774.6613452 Edm = 0.110513 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 297704.1387969 Edm = 17.9512 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 297686.8226778 Edm = 0.331626 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 297686.5474756 Edm = 0.0216325 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297686.4596699 Edm = 0.0766696 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297659.9827666 Edm = 3.91708 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297588.1076988 Edm = 5.46872 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297581.5427941 Edm = 0.0721436 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297581.4254371 Edm = 0.0299489 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297577.9319039 Edm = 4.06578 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297576.4610836 Edm = 1.41644 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297496.9096848 Edm = 3.03744 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297493.1691681 Edm = 0.319646 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297492.7378114 Edm = 0.0186994 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297492.6835998 Edm = 0.0210933 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297492.4259071 Edm = 0.169012 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297483.0015629 Edm = 7.54268 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297448.1098352 Edm = 6.72475 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297439.8923276 Edm = 1.12047 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297438.6467648 Edm = 0.350471 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297438.1510916 Edm = 0.0380751 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297438.1143892 Edm = 0.00336074 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297438.1073481 Edm = 0.00440023 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297437.6867474 Edm = 0.364607 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297427.9944266 Edm = 3.08889 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297422.1760694 Edm = 2.74612 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297421.0827122 Edm = 1.14324 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297419.7851454 Edm = 0.412239 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297419.2497656 Edm = 0.107539 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297419.1535168 Edm = 0.00596298 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297419.1455663 Edm = 0.00273253 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297419.137862 Edm = 0.00803079 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297419.0339257 Edm = 0.126471 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297418.115359 Edm = 0.908911 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297418.1047707 Edm = 0.00833847 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297414.5454527 Edm = 3.52497 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297375.3659655 Edm = 7.84502 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297373.265651 Edm = 6.30699 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297356.658786 Edm = 3.43691 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297353.7524298 Edm = 1.49805 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297353.2437366 Edm = 0.183895 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297352.9254315 Edm = 0.0547492 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297352.8301403 Edm = 0.0161696 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297352.8071893 Edm = 0.00176352 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297352.8036364 Edm = 0.00203791 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297352.728853 Edm = 0.045831 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297352.4742994 Edm = 0.124706 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297351.5203129 Edm = 0.79999 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297341.2508937 Edm = 2.43043 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297339.967747 Edm = 0.350278 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297339.5537917 Edm = 0.0982393 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297339.3560805 Edm = 0.0519185 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297339.213129 Edm = 0.236841 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297338.8697959 Edm = 1.13753 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297338.7756777 Edm = 0.467623 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297338.2316238 Edm = 0.352944 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297338.0402533 Edm = 0.114198 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297337.8064992 Edm = 0.0753252 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297337.7017866 Edm = 0.0192145 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297337.6809602 Edm = 0.00377943 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297337.6770626 Edm = 0.000978857 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297337.6725229 Edm = 0.00264367 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297337.6291963 Edm = 0.0393817 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297336.7524549 Edm = 0.969876 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297331.6853313 Edm = 4.89592 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297331.2957849 Edm = 0.488438 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297329.990332 Edm = 1.68727 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297326.4078813 Edm = 1.48546 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297323.0495931 Edm = 0.392449 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297322.7908126 Edm = 0.145642 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297322.6678633 Edm = 0.0615191 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297322.6028776 Edm = 0.0215874 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297322.5752202 Edm = 0.00490647 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297322.5687945 Edm = 0.000884401 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297322.5677674 Edm = 0.000271644 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297322.5669065 Edm = 0.000690009 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297322.5451285 Edm = 0.0152883 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297322.1730183 Edm = 0.323425 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297317.9358339 Edm = 2.70959 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297316.2094175 Edm = 0.430527 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297315.4969952 Edm = 0.105795 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297315.4343498 Edm = 0.0739628 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297315.364619 Edm = 0.0152025 NCalls = 303 -VariableMetric: Iteration # 91 - FCN = 297315.3404806 Edm = 0.00511106 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297315.3330778 Edm = 0.00132174 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297315.330266 Edm = 0.00184247 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297315.3202565 Edm = 0.0358806 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297315.3093898 Edm = 0.0437618 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297315.0834518 Edm = 0.909478 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297315.0821725 Edm = 0.00125275 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297315.0812983 Edm = 0.0025817 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297315.0604456 Edm = 0.0208077 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297315.0153186 Edm = 0.027087 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297314.9296696 Edm = 0.0154985 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297314.8456309 Edm = 0.121022 NCalls = 344 -VariableMetric: Iteration # 103 - FCN = 297314.4636231 Edm = 0.313218 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297313.1174657 Edm = 0.205196 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297312.9097126 Edm = 0.0412525 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297312.8876795 Edm = 0.00479158 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297312.8828332 Edm = 0.00177847 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297312.8780493 Edm = 0.00394492 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297312.8141904 Edm = 0.0427504 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297312.32655 Edm = 0.366291 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297301.4758743 Edm = 2.96898 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297298.4111518 Edm = 2.1156 NCalls = 373 -VariableMetric: Iteration # 113 - FCN = 297293.8574742 Edm = 0.797256 NCalls = 380 -VariableMetric: Iteration # 114 - FCN = 297293.1856815 Edm = 0.638759 NCalls = 382 -VariableMetric: Iteration # 115 - FCN = 297292.8791561 Edm = 0.0609894 NCalls = 384 -VariableMetric: Iteration # 116 - FCN = 297292.8223617 Edm = 0.0079937 NCalls = 386 -VariableMetric: Iteration # 117 - FCN = 297292.8135051 Edm = 0.00194408 NCalls = 388 -VariableMetric: Iteration # 118 - FCN = 297292.8100683 Edm = 0.000906784 NCalls = 390 -VariableMetric: Iteration # 119 - FCN = 297292.8076673 Edm = 0.000816905 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297292.7911705 Edm = 0.0144922 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297292.2259418 Edm = 0.369934 NCalls = 400 -VariableMetric: Iteration # 122 - FCN = 297289.0774907 Edm = 1.33526 NCalls = 403 -VariableMetric: Iteration # 123 - FCN = 297287.8593542 Edm = 0.235556 NCalls = 405 -VariableMetric: Iteration # 124 - FCN = 297287.6477948 Edm = 0.156603 NCalls = 407 -VariableMetric: Iteration # 125 - FCN = 297287.5353824 Edm = 0.0397219 NCalls = 409 -VariableMetric: Iteration # 126 - FCN = 297287.4823602 Edm = 0.0159621 NCalls = 411 -VariableMetric: Iteration # 127 - FCN = 297287.465159 Edm = 0.00273036 NCalls = 413 -VariableMetric: Iteration # 128 - FCN = 297287.4615292 Edm = 0.000519989 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297287.460672 Edm = 0.000238232 NCalls = 417 -VariableMetric: Iteration # 130 - FCN = 297287.4581065 Edm = 0.00192342 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297287.3787423 Edm = 0.0745201 NCalls = 424 -VariableMetric: Iteration # 132 - FCN = 297285.9691302 Edm = 0.657394 NCalls = 428 -VariableMetric: Iteration # 133 - FCN = 297285.0598147 Edm = 0.166355 NCalls = 431 -VariableMetric: Iteration # 134 - FCN = 297284.9734927 Edm = 0.0246949 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297284.9446262 Edm = 0.00549319 NCalls = 435 -VariableMetric: Iteration # 136 - FCN = 297284.9314713 Edm = 0.00604705 NCalls = 437 -VariableMetric: Iteration # 137 - FCN = 297284.917348 Edm = 0.00176607 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297284.9156337 Edm = 0.000312667 NCalls = 442 -VariableMetric: Iteration # 139 - FCN = 297284.9153923 Edm = 5.021e-05 NCalls = 444 -VariableMetric: After Hessian - FCN = 297284.9153923 Edm = 0.551264 NCalls = 921 -VariableMetric: Iteration # 140 - FCN = 297284.9153923 Edm = 0.551264 NCalls = 921 -VariableMetric: Iteration # 141 - FCN = 297284.8423799 Edm = 0.480826 NCalls = 923 -VariableMetric: Iteration # 142 - FCN = 297284.1321304 Edm = 0.160431 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 297284.1064253 Edm = 0.0959798 NCalls = 927 -VariableMetric: Iteration # 144 - FCN = 297284.0792222 Edm = 0.080251 NCalls = 929 -VariableMetric: Iteration # 145 - FCN = 297283.9956556 Edm = 0.142249 NCalls = 930 -VariableMetric: Iteration # 146 - FCN = 297283.9170638 Edm = 0.0285706 NCalls = 934 -VariableMetric: Iteration # 147 - FCN = 297283.8564584 Edm = 0.0463995 NCalls = 937 -VariableMetric: Iteration # 148 - FCN = 297283.8315273 Edm = 0.0138915 NCalls = 940 -VariableMetric: Iteration # 149 - FCN = 297283.8103122 Edm = 0.00377927 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297283.8025289 Edm = 0.00250051 NCalls = 944 -VariableMetric: Iteration # 151 - FCN = 297283.7937906 Edm = 0.00395309 NCalls = 947 -VariableMetric: Iteration # 152 - FCN = 297283.7860583 Edm = 0.00622022 NCalls = 950 -VariableMetric: Iteration # 153 - FCN = 297283.7816668 Edm = 0.00364347 NCalls = 952 -VariableMetric: Iteration # 154 - FCN = 297283.7754491 Edm = 0.00361995 NCalls = 956 -VariableMetric: Iteration # 155 - FCN = 297283.7699504 Edm = 0.0015927 NCalls = 958 -VariableMetric: Iteration # 156 - FCN = 297283.7678578 Edm = 0.00124767 NCalls = 961 -VariableMetric: Iteration # 157 - FCN = 297283.7667443 Edm = 0.000733478 NCalls = 963 -VariableMetric: Iteration # 158 - FCN = 297283.7655803 Edm = 0.00035898 NCalls = 966 -VariableMetric: Iteration # 159 - FCN = 297283.7648994 Edm = 0.000271484 NCalls = 968 -VariableMetric: Iteration # 160 - FCN = 297283.7641361 Edm = 0.000567654 NCalls = 971 -VariableMetric: Iteration # 161 - FCN = 297283.762909 Edm = 0.000650316 NCalls = 974 -VariableMetric: Iteration # 162 - FCN = 297283.7620303 Edm = 0.00175765 NCalls = 977 -VariableMetric: Iteration # 163 - FCN = 297283.7611986 Edm = 0.000717586 NCalls = 979 -VariableMetric: Iteration # 164 - FCN = 297283.7603105 Edm = 0.000475754 NCalls = 984 -VariableMetric: Iteration # 165 - FCN = 297283.7596829 Edm = 0.000352015 NCalls = 986 -VariableMetric: Iteration # 166 - FCN = 297283.7589452 Edm = 0.000386769 NCalls = 988 -VariableMetric: Iteration # 167 - FCN = 297283.7585557 Edm = 0.000726489 NCalls = 990 -VariableMetric: Iteration # 168 - FCN = 297283.7575291 Edm = 0.000410272 NCalls = 994 -VariableMetric: Iteration # 169 - FCN = 297283.7562329 Edm = 0.000315651 NCalls = 996 -VariableMetric: Iteration # 170 - FCN = 297283.7550896 Edm = 0.00062256 NCalls = 998 -VariableMetric: Iteration # 171 - FCN = 297283.7542206 Edm = 0.000306038 NCalls = 1000 -VariableMetric: Iteration # 172 - FCN = 297283.7537605 Edm = 0.000107849 NCalls = 1002 -VariableMetric: Iteration # 173 - FCN = 297283.7533614 Edm = 0.000216569 NCalls = 1004 -VariableMetric: Iteration # 174 - FCN = 297283.7527513 Edm = 0.000456666 NCalls = 1008 -VariableMetric: Iteration # 175 - FCN = 297283.7517795 Edm = 0.000537351 NCalls = 1011 -VariableMetric: Iteration # 176 - FCN = 297283.7508816 Edm = 0.000428625 NCalls = 1014 -VariableMetric: Iteration # 177 - FCN = 297283.7500951 Edm = 0.000361205 NCalls = 1016 -VariableMetric: Iteration # 178 - FCN = 297283.7497462 Edm = 0.000237173 NCalls = 1018 -VariableMetric: Iteration # 179 - FCN = 297283.7493137 Edm = 0.000267694 NCalls = 1020 -VariableMetric: Iteration # 180 - FCN = 297283.7486384 Edm = 0.000380148 NCalls = 1023 -VariableMetric: Iteration # 181 - FCN = 297283.7479486 Edm = 0.000256937 NCalls = 1026 -VariableMetric: Iteration # 182 - FCN = 297283.7467508 Edm = 0.000675388 NCalls = 1028 -VariableMetric: Iteration # 183 - FCN = 297283.745535 Edm = 0.00084622 NCalls = 1031 -VariableMetric: Iteration # 184 - FCN = 297283.7438626 Edm = 0.00113186 NCalls = 1034 -VariableMetric: Iteration # 185 - FCN = 297283.7430156 Edm = 0.00112441 NCalls = 1036 -VariableMetric: Iteration # 186 - FCN = 297283.7418686 Edm = 0.000451858 NCalls = 1039 -VariableMetric: Iteration # 187 - FCN = 297283.7413395 Edm = 0.000488093 NCalls = 1042 -VariableMetric: Iteration # 188 - FCN = 297283.7408435 Edm = 0.000190313 NCalls = 1044 -VariableMetric: Iteration # 189 - FCN = 297283.7406228 Edm = 4.4065e-05 NCalls = 1047 -VariableMetric: After Hessian - FCN = 297283.7406228 Edm = 0.000428551 NCalls = 1540 -VariableMetric: Iteration # 190 - FCN = 297283.7406228 Edm = 0.000428551 NCalls = 1540 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318934.6951522 Edm = 301.931 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318934.6951522 Edm = 301.931 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 318762.8312224 Edm = 22.3661 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 299907.4741848 Edm = 439.975 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299839.000154 Edm = 169.58 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298530.6431044 Edm = 7.49275 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298464.0839749 Edm = 2.33558 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298215.0216999 Edm = 1.02247 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 298200.3293086 Edm = 25.6455 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 298112.074871 Edm = 52.3088 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 297861.6519637 Edm = 62.7075 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 297823.9915933 Edm = 12.849 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 297814.579105 Edm = 0.435466 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 297812.9533111 Edm = 1.78424 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297755.2269062 Edm = 4.48039 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 297744.5505802 Edm = 8.73769 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 297737.0013454 Edm = 1.82269 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 297734.1366068 Edm = 0.601431 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297732.8459247 Edm = 0.163312 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297732.0701569 Edm = 0.430742 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297725.8336717 Edm = 8.24732 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297716.8285505 Edm = 8.62612 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297704.1817954 Edm = 8.34407 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297693.5498405 Edm = 12.3046 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297686.4631196 Edm = 1.67903 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297677.3696516 Edm = 3.10998 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297663.6193977 Edm = 10.8297 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297662.1273397 Edm = 7.4752 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297646.4244859 Edm = 6.59551 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297640.4898685 Edm = 1.16054 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297639.3098262 Edm = 0.158922 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297639.1838406 Edm = 0.0485816 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297639.0514875 Edm = 0.0955454 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297610.2323542 Edm = 15.4389 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297482.8434153 Edm = 21.3759 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297465.7623412 Edm = 14.5682 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297457.7982349 Edm = 3.67656 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297449.8339994 Edm = 3.71688 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297447.1855594 Edm = 0.68453 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297445.552302 Edm = 0.989985 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297444.3590199 Edm = 0.720039 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297441.2318564 Edm = 1.65597 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297441.0599069 Edm = 1.14014 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297440.7456913 Edm = 0.256618 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297440.4549529 Edm = 0.394902 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297437.8922954 Edm = 1.7953 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297437.0248986 Edm = 0.487306 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297436.407441 Edm = 0.0722552 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297436.3216542 Edm = 0.0412603 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297436.2195626 Edm = 0.130048 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297435.7612972 Edm = 0.145363 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297435.5005617 Edm = 0.0363363 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297435.4537248 Edm = 0.0256986 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297435.3381269 Edm = 0.0273588 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297434.9350547 Edm = 0.233321 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297433.448449 Edm = 1.44555 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297424.8356937 Edm = 10.7306 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297423.9154848 Edm = 2.44967 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297388.8465986 Edm = 18.6239 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297378.8695571 Edm = 7.1105 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297371.6129734 Edm = 1.17527 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297367.9528588 Edm = 2.81666 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297364.9765867 Edm = 5.73094 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297362.3819357 Edm = 2.59366 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297359.1112699 Edm = 0.57348 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297358.7871185 Edm = 0.127086 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297358.6922496 Edm = 0.00821044 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297358.6772284 Edm = 0.00345248 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297358.6412705 Edm = 0.029027 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297357.2256145 Edm = 0.39566 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297356.424285 Edm = 0.570431 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297356.1566017 Edm = 0.213185 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297355.5105831 Edm = 0.45825 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297351.8030545 Edm = 7.99736 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297351.555022 Edm = 0.842508 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297350.1323474 Edm = 2.66808 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297349.4501412 Edm = 1.7553 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297340.9569674 Edm = 12.3242 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297336.84273 Edm = 7.11717 NCalls = 272 -VariableMetric: Iteration # 78 - FCN = 297330.749651 Edm = 7.95605 NCalls = 278 -VariableMetric: Iteration # 79 - FCN = 297330.5397201 Edm = 0.265537 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297329.1323992 Edm = 1.37765 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297327.0636201 Edm = 0.460558 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297326.1680704 Edm = 0.112082 NCalls = 290 -VariableMetric: Iteration # 83 - FCN = 297326.0511079 Edm = 0.0852926 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297325.6723243 Edm = 0.227966 NCalls = 295 -VariableMetric: Iteration # 85 - FCN = 297324.7003007 Edm = 0.513667 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297324.1375597 Edm = 0.32552 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297323.7594816 Edm = 0.0152139 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297323.7401622 Edm = 0.00705085 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297323.6889641 Edm = 0.0399906 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297322.9295869 Edm = 0.162065 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297322.7330749 Edm = 0.248078 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297322.5538439 Edm = 0.053928 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297322.4322127 Edm = 0.0821958 NCalls = 320 -VariableMetric: Iteration # 94 - FCN = 297322.2770626 Edm = 0.126382 NCalls = 324 -VariableMetric: Iteration # 95 - FCN = 297322.1766167 Edm = 0.0437953 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297322.1141461 Edm = 0.0342588 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297322.0903391 Edm = 0.0176386 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297322.0583245 Edm = 0.00301903 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297322.0536011 Edm = 0.00092909 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297322.0464988 Edm = 0.00624206 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297321.9972648 Edm = 0.0699781 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297321.3228916 Edm = 1.03181 NCalls = 352 -VariableMetric: Iteration # 103 - FCN = 297320.6342673 Edm = 0.989954 NCalls = 357 -VariableMetric: Iteration # 104 - FCN = 297320.5612134 Edm = 0.249992 NCalls = 359 -VariableMetric: Iteration # 105 - FCN = 297319.763079 Edm = 1.02802 NCalls = 364 -VariableMetric: Iteration # 106 - FCN = 297316.2265714 Edm = 4.15501 NCalls = 369 -VariableMetric: Iteration # 107 - FCN = 297313.7321951 Edm = 0.447476 NCalls = 372 -VariableMetric: Iteration # 108 - FCN = 297313.0139179 Edm = 0.0727813 NCalls = 375 -VariableMetric: Iteration # 109 - FCN = 297312.909698 Edm = 0.00870593 NCalls = 377 -VariableMetric: Iteration # 110 - FCN = 297312.8982635 Edm = 0.00165622 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297312.895349 Edm = 0.000444951 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297312.8941016 Edm = 0.000757121 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297312.8671919 Edm = 0.0238806 NCalls = 387 -VariableMetric: Iteration # 114 - FCN = 297311.7762968 Edm = 0.646494 NCalls = 391 -VariableMetric: Iteration # 115 - FCN = 297309.5310739 Edm = 0.0623305 NCalls = 393 -VariableMetric: Iteration # 116 - FCN = 297309.4578567 Edm = 0.00516575 NCalls = 395 -VariableMetric: Iteration # 117 - FCN = 297309.4490413 Edm = 0.000562722 NCalls = 397 -VariableMetric: Iteration # 118 - FCN = 297309.4477542 Edm = 0.00076784 NCalls = 399 -VariableMetric: Iteration # 119 - FCN = 297309.422032 Edm = 0.03256 NCalls = 404 -VariableMetric: Iteration # 120 - FCN = 297309.3126691 Edm = 0.104901 NCalls = 410 -VariableMetric: Iteration # 121 - FCN = 297303.9513681 Edm = 3.17799 NCalls = 414 -VariableMetric: Iteration # 122 - FCN = 297301.0100631 Edm = 1.84376 NCalls = 416 -VariableMetric: Iteration # 123 - FCN = 297299.6306247 Edm = 0.72309 NCalls = 419 -VariableMetric: Iteration # 124 - FCN = 297299.1514104 Edm = 0.511776 NCalls = 421 -VariableMetric: Iteration # 125 - FCN = 297298.6332127 Edm = 0.105364 NCalls = 423 -VariableMetric: Iteration # 126 - FCN = 297298.4417467 Edm = 0.0538288 NCalls = 425 -VariableMetric: Iteration # 127 - FCN = 297298.3741046 Edm = 0.0109289 NCalls = 427 -VariableMetric: Iteration # 128 - FCN = 297298.3641943 Edm = 0.00166517 NCalls = 429 -VariableMetric: Iteration # 129 - FCN = 297298.3624813 Edm = 0.000126048 NCalls = 431 -VariableMetric: Iteration # 130 - FCN = 297298.3620356 Edm = 0.000273582 NCalls = 433 -VariableMetric: Iteration # 131 - FCN = 297298.3105259 Edm = 0.0496503 NCalls = 439 -VariableMetric: Iteration # 132 - FCN = 297287.7294235 Edm = 5.15843 NCalls = 447 -VariableMetric: Iteration # 133 - FCN = 297285.0346362 Edm = 1.42192 NCalls = 449 -VariableMetric: Iteration # 134 - FCN = 297283.4632568 Edm = 0.506558 NCalls = 451 -VariableMetric: Iteration # 135 - FCN = 297283.1809227 Edm = 0.026268 NCalls = 453 -VariableMetric: Iteration # 136 - FCN = 297283.1477965 Edm = 0.00549568 NCalls = 455 -VariableMetric: Iteration # 137 - FCN = 297283.1396981 Edm = 0.0106752 NCalls = 457 -VariableMetric: Iteration # 138 - FCN = 297283.1264129 Edm = 0.00322385 NCalls = 459 -VariableMetric: Iteration # 139 - FCN = 297283.1226229 Edm = 0.000232188 NCalls = 461 -VariableMetric: Iteration # 140 - FCN = 297283.1221719 Edm = 0.000180914 NCalls = 463 -VariableMetric: Iteration # 141 - FCN = 297283.1212785 Edm = 0.000565187 NCalls = 465 -VariableMetric: Iteration # 142 - FCN = 297283.0947057 Edm = 0.0214268 NCalls = 469 -VariableMetric: Iteration # 143 - FCN = 297282.4393801 Edm = 0.356519 NCalls = 473 -VariableMetric: Iteration # 144 - FCN = 297281.5943524 Edm = 0.274684 NCalls = 476 -VariableMetric: Iteration # 145 - FCN = 297281.2596882 Edm = 0.0208723 NCalls = 479 -VariableMetric: Iteration # 146 - FCN = 297281.2376717 Edm = 0.00371764 NCalls = 480 -VariableMetric: Iteration # 147 - FCN = 297281.2322669 Edm = 0.00138091 NCalls = 482 -VariableMetric: Iteration # 148 - FCN = 297281.230728 Edm = 0.000189221 NCalls = 484 -VariableMetric: Iteration # 149 - FCN = 297281.2305185 Edm = 5.57193e-05 NCalls = 486 -VariableMetric: After Hessian - FCN = 297281.2305185 Edm = 4.28333 NCalls = 959 -VariableMetric: Iteration # 150 - FCN = 297281.2305185 Edm = 4.28333 NCalls = 959 -VariableMetric: Iteration # 151 - FCN = 297280.3751339 Edm = 4.15902 NCalls = 961 -VariableMetric: Iteration # 152 - FCN = 297279.7437994 Edm = 8.57481 NCalls = 964 -VariableMetric: Iteration # 153 - FCN = 297278.2687016 Edm = 0.440601 NCalls = 966 -VariableMetric: Iteration # 154 - FCN = 297277.9943498 Edm = 0.0260767 NCalls = 968 -VariableMetric: Iteration # 155 - FCN = 297277.966102 Edm = 0.0141279 NCalls = 970 -VariableMetric: Iteration # 156 - FCN = 297277.7569258 Edm = 0.55943 NCalls = 976 -VariableMetric: Iteration # 157 - FCN = 297277.74949 Edm = 0.00884425 NCalls = 978 -VariableMetric: Iteration # 158 - FCN = 297277.7320265 Edm = 0.0360241 NCalls = 981 -VariableMetric: Iteration # 159 - FCN = 297277.7158358 Edm = 0.0633251 NCalls = 984 -VariableMetric: Iteration # 160 - FCN = 297277.6548622 Edm = 0.112984 NCalls = 987 -VariableMetric: Iteration # 161 - FCN = 297277.5392408 Edm = 0.101383 NCalls = 992 -VariableMetric: Iteration # 162 - FCN = 297277.1241009 Edm = 0.450549 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297276.8069931 Edm = 0.270874 NCalls = 998 -VariableMetric: Iteration # 164 - FCN = 297276.661685 Edm = 0.16385 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297276.4382105 Edm = 0.147339 NCalls = 1003 -VariableMetric: Iteration # 166 - FCN = 297276.2591547 Edm = 0.0860656 NCalls = 1005 -VariableMetric: Iteration # 167 - FCN = 297276.189612 Edm = 0.0388919 NCalls = 1007 -VariableMetric: Iteration # 168 - FCN = 297276.1347235 Edm = 0.0227021 NCalls = 1009 -VariableMetric: Iteration # 169 - FCN = 297276.1072249 Edm = 0.0139812 NCalls = 1011 -VariableMetric: Iteration # 170 - FCN = 297276.0935036 Edm = 0.00372648 NCalls = 1013 -VariableMetric: Iteration # 171 - FCN = 297276.0894706 Edm = 0.000995316 NCalls = 1014 -VariableMetric: Iteration # 172 - FCN = 297276.0870321 Edm = 0.00105802 NCalls = 1016 -VariableMetric: Iteration # 173 - FCN = 297276.0838555 Edm = 0.000516093 NCalls = 1019 -VariableMetric: Iteration # 174 - FCN = 297276.0831583 Edm = 0.000141242 NCalls = 1021 -VariableMetric: Iteration # 175 - FCN = 297276.0829157 Edm = 5.39996e-05 NCalls = 1023 -VariableMetric: After Hessian - FCN = 297276.0829157 Edm = 6.4129e-05 NCalls = 1506 -VariableMetric: Iteration # 176 - FCN = 297276.0829157 Edm = 6.4129e-05 NCalls = 1506 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=222 (222 total) | -| EDM = 6.12E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297341.111124114 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.900 | 0.006 | | | -2 | 2 | | -| 1 | omega_s | 5.61 | 0.31 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 3.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 2.36 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.610 | 0.013 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -2.999E-1 | 0.023E-1 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 2.47 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -5.96 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | 3.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.13 | 1.77 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.223 | 0.022 | | | -2 | 2 | | -| 12| rho_p | -0.08 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.87 | 0.10 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -0.7 | 8.8 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.9 | 0.4 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -1.83 | 0.08 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.922 | 0.017 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.992E-1 | 0.026E-1 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.476 | 0.003 | | | -2 | 2 | | -| 20| p4160_s | 2.05 | 0.07 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.98 | 0.07 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.50 | 0.11 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.15 | 0.09 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.006 -0.113 -0.443 -0.076 0.004 0.108 -0.277 -0.002 0.035 0.741 0.154 -0.010 -0.012 -0.741 -0.011 0.602 -0.339 0.070 0.451 -0.066 0.511 -0.000 -0.436 | -| omega_s | -0.006 1.000 0.001 0.006 -0.000 -0.012 -0.001 0.004 0.143 -0.001 -0.008 -0.006 0.081 -0.001 0.008 0.002 -0.007 0.003 -0.001 -0.006 0.001 -0.005 -0.051 0.004 | -| p4040_p | -0.113 0.001 1.000 0.117 0.007 0.001 -0.022 0.067 0.001 0.003 -0.192 -0.033 0.010 0.013 0.192 -0.000 -0.212 0.053 -0.011 -0.112 0.002 -0.122 0.001 0.420 | -| DDstar_p | -0.443 0.006 0.117 1.000 0.120 0.002 -0.102 0.241 0.004 0.010 -0.695 -0.184 0.026 0.059 0.695 0.007 -0.541 0.352 -0.074 -0.440 0.069 -0.463 0.005 0.406 | -| jpsi_p | -0.076 -0.000 0.007 0.120 1.000 -0.012 -0.005 0.150 -0.005 0.001 -0.064 -0.056 -0.026 0.017 0.064 0.004 -0.043 0.023 -0.001 -0.078 0.003 0.016 0.004 0.031 | -| phi_p | 0.004 -0.012 0.001 0.002 -0.012 1.000 0.000 0.002 0.010 -0.002 -0.004 0.020 -0.025 -0.000 0.004 0.264 -0.004 0.001 0.001 0.004 0.001 -0.007 0.000 0.003 | -| DDstar_s | 0.108 -0.001 -0.022 -0.102 -0.005 0.000 1.000 -0.070 -0.001 0.008 0.160 0.044 -0.006 0.000 -0.160 -0.001 0.135 -0.067 0.015 0.107 -0.015 0.109 -0.001 -0.094 | -| Dbar_p | -0.277 0.004 0.067 0.241 0.150 0.002 -0.070 1.000 0.003 0.063 -0.468 -0.070 0.016 0.041 0.467 0.006 -0.377 0.250 -0.041 -0.273 0.039 -0.355 0.002 0.277 | -| omega_p | -0.002 0.143 0.001 0.004 -0.005 0.010 -0.001 0.003 1.000 -0.001 -0.007 0.008 -0.082 0.000 0.007 0.007 -0.006 0.003 -0.000 -0.003 0.001 -0.007 0.061 0.004 | -| p3770_p | 0.035 -0.001 0.003 0.010 0.001 -0.002 0.008 0.063 -0.001 1.000 0.050 0.023 -0.009 -0.072 -0.049 0.001 0.062 -0.021 0.012 0.036 -0.002 0.007 -0.001 -0.039 | -| p4415_s | 0.741 -0.008 -0.192 -0.695 -0.064 -0.004 0.160 -0.468 -0.007 0.050 1.000 0.307 -0.056 -0.051 -0.998 -0.004 0.825 -0.499 0.109 0.734 -0.142 0.688 -0.008 -0.631 | -| bplus_2 | 0.154 -0.006 -0.033 -0.184 -0.056 0.020 0.044 -0.070 0.008 0.023 0.307 1.000 0.068 0.025 -0.305 -0.025 0.284 -0.149 0.019 0.153 -0.008 0.343 0.002 -0.195 | -| rho_p | -0.010 0.081 0.010 0.026 -0.026 -0.025 -0.006 0.016 -0.082 -0.009 -0.056 0.068 1.000 0.000 0.056 0.021 -0.047 0.027 -0.001 -0.017 0.007 -0.058 0.077 0.035 | -| p3770_s | -0.012 -0.001 0.013 0.059 0.017 -0.000 0.000 0.041 0.000 -0.072 -0.051 0.025 0.000 1.000 0.051 -0.001 -0.052 -0.096 0.017 -0.010 0.011 -0.093 -0.001 0.062 | -| p4415_p | -0.741 0.008 0.192 0.695 0.064 0.004 -0.160 0.467 0.007 -0.049 -0.998 -0.305 0.056 0.051 1.000 0.004 -0.824 0.498 -0.109 -0.734 0.141 -0.689 0.008 0.630 | -| phi_s | -0.011 0.002 -0.000 0.007 0.004 0.264 -0.001 0.006 0.007 0.001 -0.004 -0.025 0.021 -0.001 0.004 1.000 -0.004 0.000 -0.001 -0.011 -0.000 0.003 -0.002 0.002 | -| p4160_p | 0.602 -0.007 -0.212 -0.541 -0.043 -0.004 0.135 -0.377 -0.006 0.062 0.825 0.284 -0.047 -0.052 -0.824 -0.004 1.000 -0.423 0.098 0.597 -0.120 0.516 -0.007 -0.560 | -| psi2s_p | -0.339 0.003 0.053 0.352 0.023 0.001 -0.067 0.250 0.003 -0.021 -0.499 -0.149 0.027 -0.096 0.498 0.000 -0.423 1.000 -0.034 -0.336 0.037 -0.331 0.004 0.304 | -| Dbar_s | 0.070 -0.001 -0.011 -0.074 -0.001 0.001 0.015 -0.041 -0.000 0.012 0.109 0.019 -0.001 0.017 -0.109 -0.001 0.098 -0.034 1.000 0.070 -0.010 0.086 -0.001 -0.068 | -| bplus_0 | 0.451 -0.006 -0.112 -0.440 -0.078 0.004 0.107 -0.273 -0.003 0.036 0.734 0.153 -0.017 -0.010 -0.734 -0.011 0.597 -0.336 0.070 1.000 -0.064 0.507 0.007 -0.432 | -| p4160_s | -0.066 0.001 0.002 0.069 0.003 0.001 -0.015 0.039 0.001 -0.002 -0.142 -0.008 0.007 0.011 0.141 -0.000 -0.120 0.037 -0.010 -0.064 1.000 -0.062 0.000 -0.005 | -| Ctt | 0.511 -0.005 -0.122 -0.463 0.016 -0.007 0.109 -0.355 -0.007 0.007 0.688 0.343 -0.058 -0.093 -0.689 0.003 0.516 -0.331 0.086 0.507 -0.062 1.000 -0.006 -0.377 | -| rho_s | -0.000 -0.051 0.001 0.005 0.004 0.000 -0.001 0.002 0.061 -0.001 -0.008 0.002 0.077 -0.001 0.008 -0.002 -0.007 0.004 -0.001 0.007 0.000 -0.006 1.000 0.005 | -| p4040_s | -0.436 0.004 0.420 0.406 0.031 0.003 -0.094 0.277 0.004 -0.039 -0.631 -0.195 0.035 0.062 0.630 0.002 -0.560 0.304 -0.068 -0.432 -0.005 -0.377 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.006170974398641671}), (, {'error': 0.3086562862525217}), (, {'error': 0.3900894210452597}), (, {'error': 0.11197829963357808}), (, {'error': 0.01256256881201212}), (, {'error': 0.12169766522997971}), (, {'error': 0.0023357414763078843}), (, {'error': 0.09962190920635372}), (, {'error': 0.12793282138151785}), (, {'error': 0.054603819322669445}), (, {'error': 1.7689672914248071}), (, {'error': 0.021975404481952454}), (, {'error': 0.11623690712642265}), (, {'error': 0.09715392084766661}), (, {'error': 8.83067973647045}), (, {'error': 0.392525108457459}), (, {'error': 0.08209216084697157}), (, {'error': 0.017119971687749924}), (, {'error': 0.00259711410934943}), (, {'error': 0.0033237776814876163}), (, {'error': 0.06961009915094785}), (, {'error': 0.07156730228138242}), (, {'error': 0.11209902600771293}), (, {'error': 0.09151079896436501})]) -Toy 1/25 -Time taken: 2 min, 57 s -Projected time left: 1 h, 10 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1264 (1264 total) | -| EDM = 0.00011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297277.3593586454 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 1 | omega_s | 7.6 | 1.8 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 4.08 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 4.82 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.590 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.55 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -1.20 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.41 | 0.18 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 12| rho_p | -0.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.31 | 0.22 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.48 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.8 | 1.3 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -2.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.490 | 0.021 | | | -2 | 2 | | -| 20| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.61 | 0.22 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.99 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.099 -0.017 0.360 0.002 -0.025 0.005 0.176 0.062 0.099 0.064 -0.309 0.054 0.054 -0.136 -0.002 -0.029 0.009 0.000 -0.833 -0.002 -0.170 -0.171 -0.014 | -| omega_s | 0.099 1.000 -0.001 -0.042 -0.068 -0.154 -0.001 -0.017 0.872 -0.026 0.001 0.082 0.304 -0.005 0.017 -0.058 -0.005 -0.007 0.000 -0.137 0.013 0.026 -0.325 0.014 | -| p4040_p | -0.017 -0.001 1.000 0.068 -0.106 -0.006 0.024 -0.018 -0.002 0.170 0.008 -0.070 -0.002 -0.056 0.171 -0.007 0.307 -0.211 0.019 0.012 0.244 -0.336 -0.003 -0.220 | -| DDstar_p | 0.360 -0.042 0.068 1.000 0.053 0.014 0.031 -0.093 -0.028 0.216 -0.070 -0.283 -0.032 0.109 -0.067 0.017 0.113 -0.071 0.006 0.028 -0.103 -0.103 0.074 -0.164 | -| jpsi_p | 0.002 -0.068 -0.106 0.053 1.000 0.017 0.048 0.231 -0.059 0.042 -0.006 0.163 -0.103 -0.059 -0.022 0.023 -0.068 -0.021 0.039 -0.036 -0.016 0.264 0.022 -0.018 | -| phi_p | -0.025 -0.154 -0.006 0.014 0.017 1.000 0.001 0.001 -0.100 0.009 -0.010 -0.084 -0.271 -0.012 -0.019 0.791 -0.004 -0.004 0.000 0.026 -0.023 -0.025 0.016 -0.020 | -| DDstar_s | 0.005 -0.001 0.024 0.031 0.048 0.001 1.000 0.003 -0.000 0.025 0.000 -0.001 -0.000 0.024 0.026 0.001 0.041 0.021 -0.001 0.001 0.004 -0.003 0.002 0.003 | -| Dbar_p | 0.176 -0.017 -0.018 -0.093 0.231 0.001 0.003 1.000 -0.009 0.342 -0.015 -0.092 0.010 -0.006 -0.062 -0.002 0.051 -0.005 0.017 0.033 -0.077 -0.302 0.044 -0.118 | -| omega_p | 0.062 0.872 -0.002 -0.028 -0.059 -0.100 -0.000 -0.009 1.000 -0.019 0.003 0.071 0.185 -0.002 0.014 -0.027 -0.005 -0.006 0.000 -0.083 0.013 0.023 -0.102 0.013 | -| p3770_p | 0.099 -0.026 0.170 0.216 0.042 0.009 0.025 0.342 -0.019 1.000 -0.068 -0.102 -0.027 -0.238 0.071 0.009 0.205 0.032 0.029 0.037 -0.085 -0.222 0.031 -0.159 | -| p4415_s | 0.064 0.001 0.008 -0.070 -0.006 -0.010 0.000 -0.015 0.003 -0.068 1.000 0.026 0.037 -0.000 -0.120 -0.017 0.000 -0.007 0.001 0.024 0.258 0.229 0.020 0.140 | -| bplus_2 | -0.309 0.082 -0.070 -0.283 0.163 -0.084 -0.001 -0.092 0.071 -0.102 0.026 1.000 0.287 -0.103 0.195 -0.120 -0.063 0.006 0.003 -0.011 0.155 0.702 -0.008 0.136 | -| rho_p | 0.054 0.304 -0.002 -0.032 -0.103 -0.271 -0.000 0.010 0.185 -0.027 0.037 0.287 1.000 0.019 0.049 -0.184 -0.010 -0.003 0.001 -0.060 0.074 0.118 0.099 0.064 | -| p3770_s | 0.054 -0.005 -0.056 0.109 -0.059 -0.012 0.024 -0.006 -0.002 -0.238 -0.000 -0.103 0.019 1.000 -0.015 -0.018 -0.009 -0.436 0.023 0.045 0.009 -0.193 0.018 0.082 | -| p4415_p | -0.136 0.017 0.171 -0.067 -0.022 -0.019 0.026 -0.062 0.014 0.071 -0.120 0.195 0.049 -0.015 1.000 -0.026 0.299 -0.099 0.014 0.004 -0.269 -0.108 -0.014 -0.245 | -| phi_s | -0.002 -0.058 -0.007 0.017 0.023 0.791 0.001 -0.002 -0.027 0.009 -0.017 -0.120 -0.184 -0.018 -0.026 1.000 -0.004 -0.005 0.000 0.000 -0.034 -0.040 -0.035 -0.030 | -| p4160_p | -0.029 -0.005 0.307 0.113 -0.068 -0.004 0.041 0.051 -0.005 0.205 0.000 -0.063 -0.010 -0.009 0.299 -0.004 1.000 -0.151 0.026 0.014 -0.208 -0.406 -0.002 -0.547 | -| psi2s_p | 0.009 -0.007 -0.211 -0.071 -0.021 -0.004 0.021 -0.005 -0.006 0.032 -0.007 0.006 -0.003 -0.436 -0.099 -0.005 -0.151 1.000 0.023 -0.007 -0.066 0.174 0.004 -0.045 | -| Dbar_s | 0.000 0.000 0.019 0.006 0.039 0.000 -0.001 0.017 0.000 0.029 0.001 0.003 0.001 0.023 0.014 0.000 0.026 0.023 1.000 0.001 0.002 0.004 0.001 0.000 | -| bplus_0 | -0.833 -0.137 0.012 0.028 -0.036 0.026 0.001 0.033 -0.083 0.037 0.024 -0.011 -0.060 0.045 0.004 0.000 0.014 -0.007 0.001 1.000 0.032 -0.013 0.265 0.017 | -| p4160_s | -0.002 0.013 0.244 -0.103 -0.016 -0.023 0.004 -0.077 0.013 -0.085 0.258 0.155 0.074 0.009 -0.269 -0.034 -0.208 -0.066 0.002 0.032 1.000 0.284 0.016 0.174 | -| Ctt | -0.170 0.026 -0.336 -0.103 0.264 -0.025 -0.003 -0.302 0.023 -0.222 0.229 0.702 0.118 -0.193 -0.108 -0.040 -0.406 0.174 0.004 -0.013 0.284 1.000 0.001 0.333 | -| rho_s | -0.171 -0.325 -0.003 0.074 0.022 0.016 0.002 0.044 -0.102 0.031 0.020 -0.008 0.099 0.018 -0.014 -0.035 -0.002 0.004 0.001 0.265 0.016 0.001 1.000 0.008 | -| p4040_s | -0.014 0.014 -0.220 -0.164 -0.018 -0.020 0.003 -0.118 0.013 -0.159 0.140 0.136 0.064 0.082 -0.245 -0.030 -0.547 -0.045 0.000 0.017 0.174 0.333 0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04412777008835522}), (, {'error': 1.8392012435618064}), (, {'error': 0.19008093825438355}), (, {'error': 0.2984626042814664}), (, {'error': 0.026619882357752367}), (, {'error': 0.2936738312560685}), (, {'error': 0.018781035465471385}), (, {'error': 0.2909847369297962}), (, {'error': 0.45626489259785474}), (, {'error': 0.09806488597832352}), (, {'error': 0.1804239416954848}), (, {'error': 0.09430830163716497}), (, {'error': 0.5399599801350141}), (, {'error': 0.22292568029190996}), (, {'error': 0.15672778037549673}), (, {'error': 1.3026638235190733}), (, {'error': 0.09581441180979278}), (, {'error': 0.03179043618263577}), (, {'error': 0.01428568644116951}), (, {'error': 0.02123481175761155}), (, {'error': 0.16644698918161804}), (, {'error': 0.2220298336683787}), (, {'error': 0.3233699362952014}), (, {'error': 0.17030193398525845})]) -Toy 2/25 -Time taken: 8 min, 25 s -Projected time left: 1 h, 36 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=301 (301 total) | -| EDM = 3.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 296900.5109439669 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.721 | 0.014 | | | -2 | 2 | | -| 1 | omega_s | 5.2 | 0.7 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.81 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -2.0 | 1.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.614 | 0.021 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 5.58 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.055 | 0.030 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -3.22 | 0.19 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -0.06 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.77 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.38 | 0.06 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.33 | 0.07 | | | -2 | 2 | | -| 12| rho_p | -5.2 | 1.5 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.85 | 0.19 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 3.89 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.6 | 0.6 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 3.96 | 0.06 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.784 | 0.019 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.29 | 0.59 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.414 | 0.008 | | | -2 | 2 | | -| 20| p4160_s | 2.19 | 0.09 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.36 | 0.13 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.12 | 0.16 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 1.26 | 0.10 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.00 -0.36 0.94 0.98 0.95 0.45 -0.55 -0.89 0.36 -0.78 0.37 0.98 -0.74 0.94 0.91 -0.76 0.91 0.90 0.99 0.98 0.88 0.97 0.89 0.90 | -| omega_s | -0.36 1.00 -0.35 -0.36 -0.35 -0.17 0.20 0.33 -0.05 0.29 -0.14 -0.36 0.33 -0.35 -0.34 0.29 -0.34 -0.33 -0.37 -0.36 -0.33 -0.36 -0.33 -0.33 | -| p4040_p | 0.94 -0.35 1.00 0.94 0.91 0.43 -0.54 -0.85 0.35 -0.75 0.36 0.94 -0.71 0.90 0.88 -0.73 0.87 0.86 0.95 0.94 0.85 0.93 0.86 0.86 | -| DDstar_p | 0.98 -0.36 0.94 1.00 0.95 0.45 -0.56 -0.89 0.36 -0.78 0.37 0.98 -0.74 0.94 0.91 -0.76 0.91 0.90 0.99 0.98 0.88 0.97 0.89 0.90 | -| jpsi_p | 0.95 -0.35 0.91 0.95 1.00 0.44 -0.54 -0.85 0.35 -0.76 0.36 0.95 -0.72 0.91 0.88 -0.74 0.88 0.87 0.96 0.95 0.85 0.94 0.87 0.87 | -| phi_p | 0.45 -0.17 0.43 0.45 0.44 1.00 -0.25 -0.41 0.17 -0.36 0.17 0.45 -0.34 0.43 0.42 -0.32 0.42 0.41 0.46 0.45 0.40 0.44 0.41 0.41 | -| DDstar_s | -0.55 0.20 -0.54 -0.56 -0.54 -0.25 1.00 0.53 -0.20 0.43 -0.19 -0.55 0.41 -0.54 -0.52 0.43 -0.53 -0.51 -0.56 -0.55 -0.49 -0.55 -0.50 -0.51 | -| Dbar_p | -0.89 0.33 -0.85 -0.89 -0.85 -0.41 0.53 1.00 -0.33 0.72 -0.35 -0.88 0.67 -0.84 -0.83 0.69 -0.82 -0.80 -0.90 -0.89 -0.80 -0.87 -0.81 -0.82 | -| omega_p | 0.36 -0.05 0.35 0.36 0.35 0.17 -0.20 -0.33 1.00 -0.29 0.14 0.36 -0.28 0.35 0.34 -0.28 0.34 0.33 0.37 0.36 0.33 0.36 0.33 0.33 | -| p3770_p | -0.78 0.29 -0.75 -0.78 -0.76 -0.36 0.43 0.72 -0.29 1.00 -0.30 -0.78 0.59 -0.75 -0.73 0.61 -0.73 -0.72 -0.79 -0.78 -0.70 -0.77 -0.72 -0.72 | -| p4415_s | 0.37 -0.14 0.36 0.37 0.36 0.17 -0.19 -0.35 0.14 -0.30 1.00 0.38 -0.28 0.36 0.35 -0.29 0.36 0.34 0.38 0.37 0.34 0.38 0.34 0.35 | -| bplus_2 | 0.98 -0.36 0.94 0.98 0.95 0.45 -0.55 -0.88 0.36 -0.78 0.38 1.00 -0.74 0.94 0.91 -0.76 0.91 0.89 0.99 0.98 0.88 0.97 0.89 0.90 | -| rho_p | -0.74 0.33 -0.71 -0.74 -0.72 -0.34 0.41 0.67 -0.28 0.59 -0.28 -0.74 1.00 -0.71 -0.69 0.57 -0.69 -0.68 -0.75 -0.74 -0.66 -0.73 -0.81 -0.68 | -| p3770_s | 0.94 -0.35 0.90 0.94 0.91 0.43 -0.54 -0.84 0.35 -0.75 0.36 0.94 -0.71 1.00 0.88 -0.73 0.87 0.85 0.95 0.94 0.84 0.93 0.86 0.86 | -| p4415_p | 0.91 -0.34 0.88 0.91 0.88 0.42 -0.52 -0.83 0.34 -0.73 0.35 0.91 -0.69 0.88 1.00 -0.71 0.85 0.83 0.92 0.91 0.82 0.90 0.83 0.84 | -| phi_s | -0.76 0.29 -0.73 -0.76 -0.74 -0.32 0.43 0.69 -0.28 0.61 -0.29 -0.76 0.57 -0.73 -0.71 1.00 -0.71 -0.70 -0.77 -0.76 -0.69 -0.75 -0.69 -0.70 | -| p4160_p | 0.91 -0.34 0.87 0.91 0.88 0.42 -0.53 -0.82 0.34 -0.73 0.36 0.91 -0.69 0.87 0.85 -0.71 1.00 0.83 0.92 0.91 0.82 0.90 0.83 0.83 | -| psi2s_p | 0.90 -0.33 0.86 0.90 0.87 0.41 -0.51 -0.80 0.33 -0.72 0.34 0.89 -0.68 0.85 0.83 -0.70 0.83 1.00 0.91 0.90 0.80 0.89 0.82 0.82 | -| Dbar_s | 0.99 -0.37 0.95 0.99 0.96 0.46 -0.56 -0.90 0.37 -0.79 0.38 0.99 -0.75 0.95 0.92 -0.77 0.92 0.91 1.00 0.99 0.89 0.98 0.90 0.91 | -| bplus_0 | 0.98 -0.36 0.94 0.98 0.95 0.45 -0.55 -0.89 0.36 -0.78 0.37 0.98 -0.74 0.94 0.91 -0.76 0.91 0.90 0.99 1.00 0.88 0.97 0.89 0.90 | -| p4160_s | 0.88 -0.33 0.85 0.88 0.85 0.40 -0.49 -0.80 0.33 -0.70 0.34 0.88 -0.66 0.84 0.82 -0.69 0.82 0.80 0.89 0.88 1.00 0.87 0.80 0.81 | -| Ctt | 0.97 -0.36 0.93 0.97 0.94 0.44 -0.55 -0.87 0.36 -0.77 0.38 0.97 -0.73 0.93 0.90 -0.75 0.90 0.89 0.98 0.97 0.87 1.00 0.88 0.89 | -| rho_s | 0.89 -0.33 0.86 0.89 0.87 0.41 -0.50 -0.81 0.33 -0.72 0.34 0.89 -0.81 0.86 0.83 -0.69 0.83 0.82 0.90 0.89 0.80 0.88 1.00 0.82 | -| p4040_s | 0.90 -0.33 0.86 0.90 0.87 0.41 -0.51 -0.82 0.33 -0.72 0.35 0.90 -0.68 0.86 0.84 -0.70 0.83 0.82 0.91 0.90 0.81 0.89 0.82 1.00 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.013957706968960037}), (, {'error': 0.6502116759351688}), (, {'error': 0.11487091110878778}), (, {'error': 1.4245656274750509}), (, {'error': 0.021435245221004262}), (, {'error': 0.04838663198982651}), (, {'error': 0.030022294193818633}), (, {'error': 0.19023658421169443}), (, {'error': 0.06745715375481254}), (, {'error': 0.049257427292991984}), (, {'error': 0.05599642429767859}), (, {'error': 0.06730039222414153}), (, {'error': 1.452907853547652}), (, {'error': 0.19318244262457185}), (, {'error': 0.11198495331700453}), (, {'error': 0.6009489304544076}), (, {'error': 0.061377407451893795}), (, {'error': 0.018814878573511606}), (, {'error': 0.5940450894259421}), (, {'error': 0.007814606573331329}), (, {'error': 0.09281538175260318}), (, {'error': 0.12562918145925006}), (, {'error': 0.16208033225913987}), (, {'error': 0.09883000500645067})]) -Toy 3/25 -Time taken: 11 min, 28 s -Projected time left: 1 h, 23 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=289 (289 total) | -| EDM = 8.34E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297331.04381070775 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -1.96 | 0.07 | | | -2 | 2 | | -| 1 | omega_s | 6.4 | 2.8 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 3.90 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 1.77 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.572 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 6.28 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.009 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 2.44 | 0.19 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -6.275 | 0.019 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.14 | 0.04 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.012 | 0.150 | | | -2 | 2 | | -| 12| rho_p | -0.19 | 0.25 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.922 | 0.011 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -1.99 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 2.125 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.006 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.998 | 0.029 | | | -2 | 2 | | -| 20| p4160_s | 1.97 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.09 | 0.14 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.56 | 0.15 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.095 -0.029 0.488 -0.055 0.005 -0.004 0.216 0.094 -0.010 -0.036 -0.404 -0.005 0.004 -0.001 0.023 -0.054 0.117 -0.006 -0.851 0.030 -0.195 -0.074 0.064 | -| omega_s | 0.095 1.000 0.024 -0.028 -0.234 0.042 0.001 0.017 0.994 0.002 0.008 0.211 -0.465 -0.002 -0.002 0.318 -0.009 -0.031 0.001 -0.121 0.058 0.049 -0.818 0.036 | -| p4040_p | -0.029 0.024 1.000 -0.021 -0.065 0.001 0.011 -0.032 0.023 -0.007 0.010 0.063 0.014 0.007 -0.007 -0.010 0.010 -0.223 0.009 0.008 0.359 -0.204 -0.019 -0.066 | -| DDstar_p | 0.488 -0.028 -0.021 1.000 0.074 -0.001 0.012 0.035 -0.028 -0.010 -0.013 -0.275 0.034 0.010 0.005 -0.007 0.073 0.019 0.003 -0.130 -0.062 -0.091 0.035 -0.085 | -| jpsi_p | -0.055 -0.234 -0.065 0.074 1.000 -0.013 0.027 0.287 -0.232 0.001 0.002 0.024 0.026 0.006 0.002 -0.040 0.012 -0.025 0.016 0.033 -0.053 0.207 0.185 -0.039 | -| phi_p | 0.005 0.042 0.001 -0.001 -0.013 1.000 0.000 0.001 0.042 0.000 0.000 0.011 -0.011 -0.000 -0.000 0.092 -0.001 -0.002 0.000 -0.005 0.003 0.002 -0.035 0.002 | -| DDstar_s | -0.004 0.001 0.011 0.012 0.027 0.000 1.000 0.001 0.001 -0.001 0.003 0.005 -0.001 0.000 -0.001 0.000 0.019 0.023 -0.000 0.001 0.005 0.003 -0.001 0.004 | -| Dbar_p | 0.216 0.017 -0.032 0.035 0.287 0.001 0.001 1.000 0.017 -0.018 -0.002 -0.058 0.018 0.017 0.000 -0.004 0.088 0.169 0.012 -0.054 -0.049 -0.159 -0.009 -0.040 | -| omega_p | 0.094 0.994 0.023 -0.028 -0.232 0.042 0.001 0.017 1.000 0.002 0.008 0.209 -0.495 -0.002 -0.002 0.315 -0.009 -0.031 0.001 -0.120 0.058 0.048 -0.801 0.036 | -| p3770_p | -0.010 0.002 -0.007 -0.010 0.001 0.000 -0.001 -0.018 0.002 1.000 -0.001 0.013 -0.001 -0.018 0.000 0.001 -0.011 0.030 -0.002 0.002 0.000 0.034 -0.002 -0.002 | -| p4415_s | -0.036 0.008 0.010 -0.013 0.002 0.000 0.003 -0.002 0.008 -0.001 1.000 0.055 0.003 0.001 -0.093 -0.002 0.055 -0.018 0.002 0.011 -0.061 -0.025 -0.007 -0.052 | -| bplus_2 | -0.404 0.211 0.063 -0.275 0.024 0.011 0.005 -0.058 0.209 0.013 0.055 1.000 0.079 -0.002 -0.005 -0.027 0.033 -0.097 0.003 0.129 0.143 0.624 -0.170 0.060 | -| rho_p | -0.005 -0.465 0.014 0.034 0.026 -0.011 -0.001 0.018 -0.495 -0.001 0.003 0.079 1.000 0.000 -0.001 -0.109 0.005 0.025 -0.001 0.051 0.026 0.026 0.521 0.019 | -| p3770_s | 0.004 -0.002 0.007 0.010 0.006 -0.000 0.000 0.017 -0.002 -0.018 0.001 -0.002 0.000 1.000 -0.000 -0.000 0.009 0.019 0.000 -0.001 -0.001 -0.004 0.002 -0.008 | -| p4415_p | -0.001 -0.002 -0.007 0.005 0.002 -0.000 -0.001 0.000 -0.002 0.000 -0.093 -0.005 -0.001 -0.000 1.000 0.001 -0.012 0.004 -0.000 0.000 -0.002 -0.003 0.001 0.005 | -| phi_s | 0.023 0.318 -0.010 -0.007 -0.040 0.092 0.000 -0.004 0.315 0.001 -0.002 -0.027 -0.109 -0.000 0.001 1.000 -0.008 -0.020 0.000 -0.039 -0.010 -0.007 -0.248 -0.007 | -| p4160_p | -0.054 -0.009 0.010 0.073 0.012 -0.001 0.019 0.088 -0.009 -0.011 0.055 0.033 0.005 0.009 -0.012 -0.008 1.000 -0.070 0.011 0.018 -0.081 -0.316 0.006 -0.454 | -| psi2s_p | 0.117 -0.031 -0.223 0.019 -0.025 -0.002 0.023 0.169 -0.031 0.030 -0.018 -0.097 0.025 0.019 0.004 -0.020 -0.070 1.000 0.021 -0.030 -0.120 0.022 0.029 -0.024 | -| Dbar_s | -0.006 0.001 0.009 0.003 0.016 0.000 -0.000 0.012 0.001 -0.002 0.002 0.003 -0.001 0.000 -0.000 0.000 0.011 0.021 1.000 0.002 0.003 0.013 -0.001 0.001 | -| bplus_0 | -0.851 -0.121 0.008 -0.130 0.033 -0.005 0.001 -0.054 -0.120 0.002 0.011 0.129 0.051 -0.001 0.000 -0.039 0.018 -0.030 0.002 1.000 -0.005 0.063 0.116 -0.017 | -| p4160_s | 0.030 0.058 0.359 -0.062 -0.053 0.003 0.005 -0.049 0.058 0.000 -0.061 0.143 0.026 -0.001 -0.002 -0.010 -0.081 -0.120 0.003 -0.005 1.000 0.153 -0.046 -0.077 | -| Ctt | -0.195 0.049 -0.204 -0.091 0.207 0.002 0.003 -0.159 0.048 0.034 -0.025 0.624 0.026 -0.004 -0.003 -0.007 -0.316 0.022 0.013 0.063 0.153 1.000 -0.047 0.267 | -| rho_s | -0.074 -0.818 -0.019 0.035 0.185 -0.035 -0.001 -0.009 -0.801 -0.002 -0.007 -0.170 0.521 0.002 0.001 -0.248 0.006 0.029 -0.001 0.116 -0.046 -0.047 1.000 -0.027 | -| p4040_s | 0.064 0.036 -0.066 -0.085 -0.039 0.002 0.004 -0.040 0.036 -0.002 -0.052 0.060 0.019 -0.008 0.005 -0.007 -0.454 -0.024 0.001 -0.017 -0.077 0.267 -0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07261552614863442}), (, {'error': 2.8493233368228466}), (, {'error': 0.2916865076752897}), (, {'error': 0.21381747688076036}), (, {'error': 0.02436705533559813}), (, {'error': 0.03367509740936114}), (, {'error': 0.00897764270017673}), (, {'error': 0.19287596264379836}), (, {'error': 9.211263092704849}), (, {'error': 0.019465303177216953}), (, {'error': 0.03632272806026385}), (, {'error': 0.14959612567648217}), (, {'error': 0.24922573027839823}), (, {'error': 0.01071771630209617}), (, {'error': 0.10821203792235057}), (, {'error': 0.8738218491999277}), (, {'error': 0.09510391510372251}), (, {'error': 0.025220558773784596}), (, {'error': 0.005981075140867154}), (, {'error': 0.02920297662297866}), (, {'error': 0.14661800057238394}), (, {'error': 0.1388369488760849}), (, {'error': 0.4482781861110834}), (, {'error': 0.1499603232626005})]) -Toy 4/25 -Time taken: 14 min, 32 s -Projected time left: 1 h, 16 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1516 (1516 total) | -| EDM = 3.9E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297208.3153281849 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 5.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.27 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.636 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.74 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.29 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 12| rho_p | 5.67 | 0.24 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.47 | 0.23 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.33 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 21.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.38 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.864 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 20| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.90 | 0.22 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.59 | 0.31 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.136 0.048 -0.189 -0.045 0.004 -0.021 -0.076 0.004 -0.121 -0.076 -0.016 0.033 -0.019 0.118 -0.112 0.037 0.043 -0.007 -0.910 0.040 0.080 0.288 0.050 | -| omega_s | -0.136 1.000 0.003 -0.040 -0.005 -0.098 -0.003 -0.019 -0.081 -0.007 -0.011 -0.057 0.114 -0.002 0.008 -0.011 0.006 -0.001 -0.001 0.159 -0.000 0.009 -0.483 -0.001 | -| p4040_p | 0.048 0.003 1.000 -0.015 -0.110 -0.005 0.042 -0.081 -0.000 0.127 -0.032 0.026 0.000 -0.057 0.164 -0.006 0.205 -0.210 0.031 -0.012 0.310 -0.265 -0.007 -0.216 | -| DDstar_p | -0.189 -0.040 -0.015 1.000 -0.103 -0.000 0.072 -0.220 0.002 0.150 0.004 0.285 0.013 0.056 -0.198 -0.018 0.001 -0.142 0.008 -0.107 -0.102 -0.003 0.097 -0.170 | -| jpsi_p | -0.045 -0.005 -0.110 -0.103 1.000 0.012 0.076 0.236 0.001 0.028 0.003 -0.210 -0.074 -0.074 -0.003 0.035 -0.064 -0.007 0.071 0.102 -0.009 0.237 -0.003 0.016 | -| phi_p | 0.004 -0.098 -0.005 -0.000 0.012 1.000 0.002 -0.004 0.002 0.003 -0.002 0.066 -0.219 -0.010 -0.017 0.597 -0.000 -0.004 0.001 0.003 -0.020 -0.020 0.097 -0.015 | -| DDstar_s | -0.021 -0.003 0.042 0.072 0.076 0.002 1.000 -0.009 0.000 0.055 -0.004 0.025 0.001 0.044 0.025 -0.000 0.065 0.028 -0.003 -0.005 -0.000 -0.013 0.008 -0.011 | -| Dbar_p | -0.076 -0.019 -0.081 -0.220 0.236 -0.004 -0.009 1.000 0.001 0.356 0.058 0.083 0.037 -0.068 -0.093 -0.027 0.011 -0.037 0.039 -0.062 -0.098 -0.367 0.040 -0.100 | -| omega_p | 0.004 -0.081 -0.000 0.002 0.001 0.002 0.000 0.001 1.000 0.000 0.000 0.002 0.017 0.000 -0.000 -0.002 -0.000 0.000 -0.000 -0.005 0.000 -0.000 0.017 0.000 | -| p3770_p | -0.121 -0.007 0.127 0.150 0.028 0.003 0.055 0.356 0.000 1.000 -0.059 0.093 -0.008 -0.260 -0.004 0.003 0.168 -0.033 0.064 0.022 -0.073 -0.252 0.013 -0.171 | -| p4415_s | -0.076 -0.011 -0.032 0.004 0.003 -0.002 -0.004 0.058 0.000 -0.059 1.000 0.099 0.013 0.014 -0.162 -0.011 -0.144 0.037 -0.001 -0.029 0.327 0.184 0.024 0.206 | -| bplus_2 | -0.016 -0.057 0.026 0.285 -0.210 0.066 0.025 0.083 0.002 0.093 0.099 1.000 -0.235 0.072 -0.234 0.110 0.027 -0.050 0.006 -0.231 -0.181 -0.674 0.168 -0.150 | -| rho_p | 0.033 0.114 0.000 0.013 -0.074 -0.219 0.001 0.037 0.017 -0.008 0.013 -0.235 1.000 0.021 0.051 -0.170 -0.017 0.003 0.002 -0.057 0.073 0.102 0.143 0.057 | -| p3770_s | -0.019 -0.002 -0.057 0.056 -0.074 -0.010 0.044 -0.068 0.000 -0.260 0.014 0.072 0.021 1.000 -0.012 -0.020 -0.026 -0.430 0.039 -0.019 0.007 -0.135 -0.001 0.096 | -| p4415_p | 0.118 0.008 0.164 -0.198 -0.003 -0.017 0.025 -0.093 -0.000 -0.004 -0.162 -0.234 0.051 -0.012 1.000 -0.033 0.288 -0.059 0.015 -0.008 -0.055 0.041 -0.031 -0.135 | -| phi_s | -0.112 -0.011 -0.006 -0.018 0.035 0.597 -0.000 -0.027 -0.002 0.003 -0.011 0.110 -0.170 -0.020 -0.033 1.000 0.007 -0.006 -0.001 0.133 -0.048 -0.053 -0.029 -0.037 | -| p4160_p | 0.037 0.006 0.205 0.001 -0.064 -0.000 0.065 0.011 -0.000 0.168 -0.144 0.027 -0.017 -0.026 0.288 0.007 1.000 -0.136 0.042 0.013 -0.127 -0.369 -0.012 -0.520 | -| psi2s_p | 0.043 -0.001 -0.210 -0.142 -0.007 -0.004 0.028 -0.037 0.000 -0.033 0.037 -0.050 0.003 -0.430 -0.059 -0.006 -0.136 1.000 0.037 -0.009 -0.058 0.205 -0.001 0.018 | -| Dbar_s | -0.007 -0.001 0.031 0.008 0.071 0.001 -0.003 0.039 -0.000 0.064 -0.001 0.006 0.002 0.039 0.015 -0.001 0.042 0.037 1.000 -0.001 -0.002 -0.008 0.001 -0.009 | -| bplus_0 | -0.910 0.159 -0.012 -0.107 0.102 0.003 -0.005 -0.062 -0.005 0.022 -0.029 -0.231 -0.057 -0.019 -0.008 0.133 0.013 -0.009 -0.001 1.000 -0.028 0.049 -0.351 -0.031 | -| p4160_s | 0.040 -0.000 0.310 -0.102 -0.009 -0.020 -0.000 -0.098 0.000 -0.073 0.327 -0.181 0.073 0.007 -0.055 -0.048 -0.127 -0.058 -0.002 -0.028 1.000 0.263 -0.014 0.045 | -| Ctt | 0.080 0.009 -0.265 -0.003 0.237 -0.020 -0.013 -0.367 -0.000 -0.252 0.184 -0.674 0.102 -0.135 0.041 -0.053 -0.369 0.205 -0.008 0.049 0.263 1.000 -0.052 0.361 | -| rho_s | 0.288 -0.483 -0.007 0.097 -0.003 0.097 0.008 0.040 0.017 0.013 0.024 0.168 0.143 -0.001 -0.031 -0.029 -0.012 -0.001 0.001 -0.351 -0.014 -0.052 1.000 -0.009 | -| p4040_s | 0.050 -0.001 -0.216 -0.170 0.016 -0.015 -0.011 -0.100 0.000 -0.171 0.206 -0.150 0.057 0.096 -0.135 -0.037 -0.520 0.018 -0.009 -0.031 0.045 0.361 -0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06304421933493076}), (, {'error': 0.9684160200896565}), (, {'error': 0.19091052928305197}), (, {'error': 0.3682760118824997}), (, {'error': 0.02463901466033791}), (, {'error': 0.18243163970409304}), (, {'error': 0.03660669774558353}), (, {'error': 0.36525713786510083}), (, {'error': 0.08815318282458318}), (, {'error': 0.09647354605525482}), (, {'error': 0.1942556151516509}), (, {'error': 0.0942907157650299}), (, {'error': 0.24275674096498445}), (, {'error': 0.22679269316875628}), (, {'error': 0.1681908276475912}), (, {'error': 1.071087672339674}), (, {'error': 0.0993178162086199}), (, {'error': 0.03141513342835278}), (, {'error': 0.028294249244771197}), (, {'error': 0.03341553765458938}), (, {'error': 0.16990312816432995}), (, {'error': 0.2212148717592427}), (, {'error': 0.3147796152343201}), (, {'error': 0.17422495729305987})]) -Toy 5/25 -Time taken: 20 min, 3 s -Projected time left: 1 h, 20 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1858 (1858 total) | -| EDM = 4.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297416.2718463885 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.68 | 0.05 | | | -2 | 2 | | -| 1 | omega_s | 6.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 6 | 9 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -3.97 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.736 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -0.39 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -3.69 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.07 | 0.18 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.30 | 0.07 | | | -2 | 2 | | -| 12| rho_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.919 | 0.013 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 5.41 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 2.146 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.008 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.355 | 0.027 | | | -2 | 2 | | -| 20| p4160_s | 0.717 | 0.027 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.95 | 0.16 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.005 | 0.017 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.248 0.006 -0.254 -0.136 0.028 0.006 -0.095 -0.027 0.001 0.046 -0.056 0.058 -0.004 0.129 -0.118 -0.002 0.002 0.002 -0.963 0.002 0.107 0.486 -0.000 | -| omega_s | -0.248 1.000 -0.002 -0.002 -0.004 -0.016 0.001 -0.005 0.282 0.000 -0.012 -0.042 0.054 0.000 -0.013 0.064 0.000 -0.030 0.001 0.261 -0.001 -0.008 -0.515 0.000 | -| p4040_p | 0.006 -0.002 1.000 -0.003 -0.004 0.001 0.001 -0.005 -0.000 -0.000 0.005 -0.010 0.006 -0.000 -0.010 -0.002 0.000 -0.010 0.001 -0.006 -0.002 0.012 0.002 0.032 | -| DDstar_p | -0.254 -0.002 -0.003 1.000 0.290 0.005 0.017 -0.058 0.000 -0.003 -0.085 0.149 0.022 0.005 0.009 -0.000 0.004 0.151 0.002 0.085 0.013 -0.010 0.005 0.005 | -| jpsi_p | -0.136 -0.004 -0.004 0.290 1.000 -0.028 0.028 0.313 -0.003 -0.000 -0.015 -0.103 -0.071 0.004 0.012 0.008 0.002 -0.007 0.013 0.122 0.003 0.248 0.003 0.000 | -| phi_p | 0.028 -0.016 0.001 0.005 -0.028 1.000 0.000 0.010 0.003 0.000 0.010 -0.032 0.131 -0.000 0.008 0.584 -0.000 0.007 -0.000 -0.036 0.000 0.007 0.006 -0.000 | -| DDstar_s | 0.006 0.001 0.001 0.017 0.028 0.000 1.000 0.005 0.000 -0.000 0.004 -0.008 -0.001 0.000 0.012 0.001 -0.000 0.030 -0.000 0.001 0.002 0.005 -0.002 0.000 | -| Dbar_p | -0.095 -0.005 -0.005 -0.058 0.313 0.010 0.005 1.000 0.001 -0.003 -0.037 0.008 0.050 0.008 -0.040 -0.015 0.002 0.145 0.008 0.014 0.005 -0.134 0.002 0.000 | -| omega_p | -0.027 0.282 -0.000 0.000 -0.003 0.003 0.000 0.001 1.000 0.000 -0.000 -0.008 -0.046 0.000 -0.001 0.012 0.000 -0.003 0.000 0.028 -0.000 -0.000 -0.014 0.000 | -| p3770_p | 0.001 0.000 -0.000 -0.003 -0.000 0.000 -0.000 -0.003 0.000 1.000 0.001 -0.004 0.000 -0.001 -0.001 -0.000 -0.000 0.006 -0.000 0.000 -0.000 0.008 -0.000 -0.000 | -| p4415_s | 0.046 -0.012 0.005 -0.085 -0.015 0.010 0.004 -0.037 -0.000 0.001 1.000 -0.194 0.072 -0.001 0.041 -0.027 -0.001 -0.052 0.001 -0.044 0.012 0.260 0.009 0.003 | -| bplus_2 | -0.056 -0.042 -0.010 0.149 -0.103 -0.032 -0.008 0.008 -0.008 -0.004 -0.194 1.000 -0.256 0.001 -0.216 0.062 0.003 0.085 -0.003 -0.108 -0.003 -0.751 0.136 0.003 | -| rho_p | 0.058 0.054 0.006 0.022 -0.071 0.131 -0.001 0.050 -0.046 0.000 0.072 -0.256 1.000 -0.000 0.054 0.100 -0.001 0.044 -0.001 -0.076 0.003 0.107 0.101 -0.001 | -| p3770_s | -0.004 0.000 -0.000 0.005 0.004 -0.000 0.000 0.008 0.000 -0.001 -0.001 0.001 -0.000 1.000 0.001 0.000 0.000 0.008 0.000 0.003 0.000 -0.001 -0.001 0.000 | -| p4415_p | 0.129 -0.013 -0.010 0.009 0.012 0.008 0.012 -0.040 -0.001 -0.001 0.041 -0.216 0.054 0.001 1.000 -0.023 0.005 -0.061 0.005 -0.074 0.004 -0.020 0.015 0.007 | -| phi_s | -0.118 0.064 -0.002 -0.000 0.008 0.584 0.001 -0.015 0.012 -0.000 -0.027 0.062 0.100 0.000 -0.023 1.000 0.001 -0.024 0.001 0.120 -0.001 -0.045 -0.085 0.000 | -| p4160_p | -0.002 0.000 0.000 0.004 0.002 -0.000 -0.000 0.002 0.000 -0.000 -0.001 0.003 -0.001 0.000 0.005 0.001 1.000 0.002 -0.000 0.002 -0.003 -0.005 -0.001 -0.000 | -| psi2s_p | 0.002 -0.030 -0.010 0.151 -0.007 0.007 0.030 0.145 -0.003 0.006 -0.052 0.085 0.044 0.008 -0.061 -0.024 0.002 1.000 0.023 -0.080 -0.004 -0.035 0.052 -0.005 | -| Dbar_s | 0.002 0.001 0.001 0.002 0.013 -0.000 -0.000 0.008 0.000 -0.000 0.001 -0.003 -0.001 0.000 0.005 0.001 -0.000 0.023 1.000 0.001 0.001 0.017 -0.001 0.000 | -| bplus_0 | -0.963 0.261 -0.006 0.085 0.122 -0.036 0.001 0.014 0.028 0.000 -0.044 -0.108 -0.076 0.003 -0.074 0.120 0.002 -0.080 0.001 1.000 -0.003 0.004 -0.519 0.000 | -| p4160_s | 0.002 -0.001 -0.002 0.013 0.003 0.000 0.002 0.005 -0.000 -0.000 0.012 -0.003 0.003 0.000 0.004 -0.001 -0.003 -0.004 0.001 -0.003 1.000 -0.014 0.001 0.001 | -| Ctt | 0.107 -0.008 0.012 -0.010 0.248 0.007 0.005 -0.134 -0.000 0.008 0.260 -0.751 0.107 -0.001 -0.020 -0.045 -0.005 -0.035 0.017 0.004 -0.014 1.000 -0.019 -0.015 | -| rho_s | 0.486 -0.515 0.002 0.005 0.003 0.006 -0.002 0.002 -0.014 -0.000 0.009 0.136 0.101 -0.001 0.015 -0.085 -0.001 0.052 -0.001 -0.519 0.001 -0.019 1.000 -0.000 | -| p4040_s | -0.000 0.000 0.032 0.005 0.000 -0.000 0.000 0.000 0.000 -0.000 0.003 0.003 -0.001 0.000 0.007 0.000 -0.000 -0.005 0.000 0.000 0.001 -0.015 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.054451274900013}), (, {'error': 1.0904028779600519}), (, {'error': 8.929366068823132}), (, {'error': 0.2634009113331135}), (, {'error': 0.025839010834788567}), (, {'error': 0.2148832675481347}), (, {'error': 0.012658150477175112}), (, {'error': 0.21965646408068507}), (, {'error': 0.29328806913308547}), (, {'error': 0.009586589384136701}), (, {'error': 0.18198004671403312}), (, {'error': 0.06727185123080526}), (, {'error': 0.4280477738575015}), (, {'error': 0.012790172094264696}), (, {'error': 0.17887839851921417}), (, {'error': 1.106776190428321}), (, {'error': 0.008639926264775166}), (, {'error': 0.025021243642917135}), (, {'error': 0.007718520826325598}), (, {'error': 0.027154368590161737}), (, {'error': 0.02737607420922733}), (, {'error': 0.15626781051386796}), (, {'error': 0.36737501136257616}), (, {'error': 0.016588598447494662})]) -Toy 6/25 -Time taken: 26 min, 8 s -Projected time left: 1 h, 22 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.993E+05 | Ncalls=516 (527 total) | -| EDM = 2.18E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299314.0996446527 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 1.311 | 0.008 | | | -2 | 2 | | -| 1 | omega_s | 5.301 | 0.004 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -3.149 | 0.019 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -1.671 | 0.020 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -0.5 | 7.7 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 4.546 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -2.797E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 3.412 | 0.009 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 2.940 | 0.029 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -0.692 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.473 | 0.002 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.012 | 0.029 | | | -2 | 2 | | -| 12| rho_p | -5.986 | 0.004 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 1.067 | 0.002 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -4.467 | 0.009 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 22.225 | 0.007 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -2.082 | 0.007 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.206 | 0.004 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.817E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.584 | 0.004 | | | -2 | 2 | | -| 20| p4160_s | 2.385 | 0.005 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.681 | 0.006 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.531 | 0.002 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 2.253E-1 | 0.014E-1 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.055 0.686 -0.875 0.997 0.615 -0.052 -0.614 -0.519 0.305 -0.352 0.993 0.129 -0.697 -0.168 -0.128 0.261 -0.869 -0.109 0.994 0.770 0.895 0.273 0.401 | -| omega_s | -0.055 1.000 -0.038 0.048 -0.055 -0.034 0.003 0.034 0.028 -0.017 0.019 -0.055 -0.007 0.038 0.009 0.007 -0.014 0.048 0.006 -0.055 -0.043 -0.049 -0.015 -0.022 | -| p4040_p | 0.686 -0.038 1.000 -0.603 0.688 0.424 -0.036 -0.423 -0.358 0.211 -0.243 0.685 0.089 -0.481 -0.115 -0.088 0.180 -0.599 -0.075 0.686 0.531 0.617 0.188 0.278 | -| DDstar_p | -0.875 0.048 -0.603 1.000 -0.878 -0.541 0.045 0.540 0.457 -0.269 0.310 -0.874 -0.114 0.613 0.147 0.112 -0.230 0.765 0.096 -0.875 -0.677 -0.788 -0.240 -0.353 | -| jpsi_p | 0.997 -0.055 0.688 -0.878 1.000 0.617 -0.052 -0.616 -0.521 0.306 -0.353 0.996 0.130 -0.699 -0.168 -0.128 0.262 -0.871 -0.109 0.997 0.772 0.898 0.274 0.402 | -| phi_p | 0.615 -0.034 0.424 -0.541 0.617 1.000 -0.032 -0.380 -0.321 0.189 -0.218 0.614 0.080 -0.431 -0.104 -0.079 0.162 -0.537 -0.067 0.615 0.476 0.554 0.169 0.248 | -| DDstar_s | -0.052 0.003 -0.036 0.045 -0.052 -0.032 1.000 0.032 0.027 -0.016 0.018 -0.051 -0.007 0.036 0.009 0.007 -0.014 0.045 0.006 -0.052 -0.040 -0.046 -0.014 -0.021 | -| Dbar_p | -0.614 0.034 -0.423 0.540 -0.616 -0.380 0.032 1.000 0.320 -0.189 0.218 -0.613 -0.080 0.430 0.103 0.079 -0.161 0.536 0.067 -0.614 -0.476 -0.552 -0.168 -0.248 | -| omega_p | -0.519 0.028 -0.358 0.457 -0.521 -0.321 0.027 0.320 1.000 -0.159 0.184 -0.518 -0.067 0.364 0.087 0.067 -0.136 0.453 0.057 -0.519 -0.402 -0.467 -0.143 -0.209 | -| p3770_p | 0.305 -0.017 0.211 -0.269 0.306 0.189 -0.016 -0.189 -0.159 1.000 -0.108 0.305 0.040 -0.215 -0.051 -0.039 0.081 -0.266 -0.034 0.305 0.237 0.275 0.084 0.123 | -| p4415_s | -0.352 0.019 -0.243 0.310 -0.353 -0.218 0.018 0.218 0.184 -0.108 1.000 -0.352 -0.046 0.247 0.059 0.045 -0.093 0.308 0.039 -0.352 -0.273 -0.317 -0.097 -0.142 | -| bplus_2 | 0.993 -0.055 0.685 -0.874 0.996 0.614 -0.051 -0.613 -0.518 0.305 -0.352 1.000 0.129 -0.696 -0.167 -0.127 0.261 -0.868 -0.109 0.993 0.769 0.894 0.272 0.400 | -| rho_p | 0.129 -0.007 0.089 -0.114 0.130 0.080 -0.007 -0.080 -0.067 0.040 -0.046 0.129 1.000 -0.091 -0.022 -0.017 0.034 -0.113 -0.014 0.129 0.100 0.116 0.035 0.052 | -| p3770_s | -0.697 0.038 -0.481 0.613 -0.699 -0.431 0.036 0.430 0.364 -0.215 0.247 -0.696 -0.091 1.000 0.117 0.089 -0.183 0.609 0.076 -0.697 -0.540 -0.627 -0.191 -0.281 | -| p4415_p | -0.168 0.009 -0.115 0.147 -0.168 -0.104 0.009 0.103 0.087 -0.051 0.059 -0.167 -0.022 0.117 1.000 0.021 -0.044 0.146 0.018 -0.168 -0.130 -0.151 -0.046 -0.068 | -| phi_s | -0.128 0.007 -0.088 0.112 -0.128 -0.079 0.007 0.079 0.067 -0.039 0.045 -0.127 -0.017 0.089 0.021 1.000 -0.033 0.111 0.014 -0.128 -0.099 -0.115 -0.035 -0.051 | -| p4160_p | 0.261 -0.014 0.180 -0.230 0.262 0.162 -0.014 -0.161 -0.136 0.081 -0.093 0.261 0.034 -0.183 -0.044 -0.033 1.000 -0.229 -0.028 0.261 0.203 0.235 0.072 0.105 | -| psi2s_p | -0.869 0.048 -0.599 0.765 -0.871 -0.537 0.045 0.536 0.453 -0.266 0.308 -0.868 -0.113 0.609 0.146 0.111 -0.229 1.000 0.095 -0.869 -0.673 -0.782 -0.238 -0.350 | -| Dbar_s | -0.109 0.006 -0.075 0.096 -0.109 -0.067 0.006 0.067 0.057 -0.034 0.039 -0.109 -0.014 0.076 0.018 0.014 -0.028 0.095 1.000 -0.109 -0.084 -0.098 -0.030 -0.044 | -| bplus_0 | 0.994 -0.055 0.686 -0.875 0.997 0.615 -0.052 -0.614 -0.519 0.305 -0.352 0.993 0.129 -0.697 -0.168 -0.128 0.261 -0.869 -0.109 1.000 0.770 0.895 0.273 0.401 | -| p4160_s | 0.770 -0.043 0.531 -0.677 0.772 0.476 -0.040 -0.476 -0.402 0.237 -0.273 0.769 0.100 -0.540 -0.130 -0.099 0.203 -0.673 -0.084 0.770 1.000 0.693 0.211 0.310 | -| Ctt | 0.895 -0.049 0.617 -0.788 0.898 0.554 -0.046 -0.552 -0.467 0.275 -0.317 0.894 0.116 -0.627 -0.151 -0.115 0.235 -0.782 -0.098 0.895 0.693 1.000 0.245 0.361 | -| rho_s | 0.273 -0.015 0.188 -0.240 0.274 0.169 -0.014 -0.168 -0.143 0.084 -0.097 0.272 0.035 -0.191 -0.046 -0.035 0.072 -0.238 -0.030 0.273 0.211 0.245 1.000 0.110 | -| p4040_s | 0.401 -0.022 0.278 -0.353 0.402 0.248 -0.021 -0.248 -0.209 0.123 -0.142 0.400 0.052 -0.281 -0.068 -0.051 0.105 -0.350 -0.044 0.401 0.310 0.361 0.110 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007983339781739485}), (, {'error': 0.004481525982077628}), (, {'error': 0.0193295901692474}), (, {'error': 0.02017715606002879}), (, {'error': 7.746356905649236}), (, {'error': 0.008714829316829764}), (, {'error': 0.0002307759915443075}), (, {'error': 0.008666129452885585}), (, {'error': 0.02940011702991363}), (, {'error': 0.010437545669011783}), (, {'error': 0.0017900396505899085}), (, {'error': 0.028613664486566104}), (, {'error': 0.0036893437051013223}), (, {'error': 0.0019901196102267704}), (, {'error': 0.00908618703515085}), (, {'error': 0.006738822563898239}), (, {'error': 0.0072375231753665226}), (, {'error': 0.0044248834207230026}), (, {'error': 0.00021024465924449065}), (, {'error': 0.0038682598550299208}), (, {'error': 0.004642870040806546}), (, {'error': 0.006211194561455802}), (, {'error': 0.00197136791770558}), (, {'error': 0.0014053270234058585})]) -Toy 7/25 -Time taken: 29 min, 24 s -Projected time left: 1 h, 15 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=388 (388 total) | -| EDM = 2.15E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297180.5955219834 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.89 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 6.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 4.56 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.676 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 1.39 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.27 | 0.06 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.57 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.13 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.21 | 0.09 | | | -2 | 2 | | -| 12| rho_p | 5.84 | 0.29 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.89 | 0.23 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.07 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.34 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 20| p4160_s | 2.49 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.42 | 0.19 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.94 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.157 0.006 -0.154 -0.009 0.000 -0.013 -0.040 -0.002 -0.078 -0.036 -0.127 0.025 0.001 0.112 -0.143 0.047 0.045 -0.006 -0.925 0.028 0.083 0.324 0.073 | -| omega_s | -0.157 1.000 0.011 -0.045 0.016 0.000 -0.003 -0.021 0.101 0.005 -0.014 -0.016 0.108 0.001 0.008 0.073 0.017 0.003 -0.002 0.181 -0.011 -0.004 -0.478 -0.008 | -| p4040_p | 0.006 0.011 1.000 0.086 -0.065 0.000 0.023 -0.094 -0.000 0.173 -0.091 0.039 -0.024 -0.077 0.221 0.018 0.421 -0.128 0.016 0.033 0.203 -0.332 -0.024 -0.216 | -| DDstar_p | -0.154 -0.045 0.086 1.000 -0.181 0.000 0.033 -0.244 -0.001 0.133 -0.060 0.291 0.007 0.032 -0.180 -0.024 -0.034 -0.140 0.002 -0.116 -0.100 -0.024 0.104 -0.191 | -| jpsi_p | -0.009 0.016 -0.065 -0.181 1.000 0.000 0.045 -0.033 -0.001 -0.076 -0.013 -0.232 -0.088 -0.047 0.054 0.051 -0.030 0.023 0.050 0.139 0.013 0.321 -0.054 0.020 | -| phi_p | 0.000 0.000 0.000 0.000 0.000 1.000 0.000 0.000 -0.000 0.000 -0.000 0.000 -0.001 0.000 -0.000 -0.013 0.000 0.000 -0.000 -0.000 -0.000 -0.000 0.000 -0.000 | -| DDstar_s | -0.013 -0.003 0.023 0.033 0.045 0.000 1.000 0.001 -0.000 0.032 -0.004 0.015 0.001 0.024 0.012 -0.002 0.039 0.015 -0.001 -0.005 -0.000 -0.007 0.006 -0.004 | -| Dbar_p | -0.040 -0.021 -0.094 -0.244 -0.033 0.000 0.001 1.000 -0.000 0.095 0.030 0.036 0.027 -0.213 -0.125 -0.026 -0.132 -0.161 0.025 -0.057 -0.057 -0.337 0.045 -0.141 | -| omega_p | -0.002 0.101 -0.000 -0.001 -0.001 -0.000 -0.000 -0.000 1.000 -0.000 -0.000 -0.002 -0.014 0.000 0.000 0.004 0.000 -0.000 0.000 0.003 0.000 0.000 -0.018 0.000 | -| p3770_p | -0.078 0.005 0.173 0.133 -0.076 0.000 0.032 0.095 -0.000 1.000 -0.077 0.044 -0.018 -0.242 0.049 0.012 0.145 -0.023 0.045 0.049 -0.041 -0.162 -0.014 -0.067 | -| p4415_s | -0.036 -0.014 -0.091 -0.060 -0.013 -0.000 -0.004 0.030 -0.000 -0.077 1.000 0.069 0.020 0.013 -0.116 -0.020 -0.076 0.024 0.000 -0.044 0.316 0.206 0.030 0.198 | -| bplus_2 | -0.127 -0.016 0.039 0.291 -0.232 0.000 0.015 0.036 -0.002 0.044 0.069 1.000 -0.233 0.038 -0.250 0.113 -0.045 -0.067 0.004 -0.102 -0.138 -0.633 0.050 -0.125 | -| rho_p | 0.025 0.108 -0.024 0.007 -0.088 -0.001 0.001 0.027 -0.014 -0.018 0.020 -0.233 1.000 0.016 0.040 0.011 -0.017 -0.001 0.002 -0.040 0.064 0.095 0.258 0.054 | -| p3770_s | 0.001 0.001 -0.077 0.032 -0.047 0.000 0.024 -0.213 0.000 -0.242 0.013 0.038 0.016 1.000 0.021 -0.013 -0.002 -0.395 0.021 -0.005 0.035 -0.082 -0.006 0.111 | -| p4415_p | 0.112 0.008 0.221 -0.180 0.054 -0.000 0.012 -0.125 0.000 0.049 -0.116 -0.250 0.040 0.021 1.000 -0.021 0.336 -0.029 0.005 0.007 -0.141 0.000 -0.024 -0.098 | -| phi_s | -0.143 0.073 0.018 -0.024 0.051 -0.013 -0.002 -0.026 0.004 0.012 -0.020 0.113 0.011 -0.013 -0.021 1.000 0.016 0.000 -0.002 0.159 -0.044 -0.057 -0.089 -0.039 | -| p4160_p | 0.047 0.017 0.421 -0.034 -0.030 0.000 0.039 -0.132 0.000 0.145 -0.076 -0.045 -0.017 -0.002 0.336 0.016 1.000 -0.091 0.025 0.047 -0.119 -0.307 -0.040 -0.400 | -| psi2s_p | 0.045 0.003 -0.128 -0.140 0.023 0.000 0.015 -0.161 -0.000 -0.023 0.024 -0.067 -0.001 -0.395 -0.029 0.000 -0.091 1.000 0.020 0.006 -0.036 0.269 -0.010 -0.057 | -| Dbar_s | -0.006 -0.002 0.016 0.002 0.050 -0.000 -0.001 0.025 0.000 0.045 0.000 0.004 0.002 0.021 0.005 -0.002 0.025 0.020 1.000 -0.003 -0.003 -0.012 0.003 -0.006 | -| bplus_0 | -0.925 0.181 0.033 -0.116 0.139 -0.000 -0.005 -0.057 0.003 0.049 -0.044 -0.102 -0.040 -0.005 0.007 0.159 0.047 0.006 -0.003 1.000 -0.040 0.021 -0.386 -0.050 | -| p4160_s | 0.028 -0.011 0.203 -0.100 0.013 -0.000 -0.000 -0.057 0.000 -0.041 0.316 -0.138 0.064 0.035 -0.141 -0.044 -0.119 -0.036 -0.003 -0.040 1.000 0.246 0.018 0.220 | -| Ctt | 0.083 -0.004 -0.332 -0.024 0.321 -0.000 -0.007 -0.337 0.000 -0.162 0.206 -0.633 0.095 -0.082 0.000 -0.057 -0.307 0.269 -0.012 0.021 0.246 1.000 -0.006 0.252 | -| rho_s | 0.324 -0.478 -0.024 0.104 -0.054 0.000 0.006 0.045 -0.018 -0.014 0.030 0.050 0.258 -0.006 -0.024 -0.089 -0.040 -0.010 0.003 -0.386 0.018 -0.006 1.000 0.012 | -| p4040_s | 0.073 -0.008 -0.216 -0.191 0.020 -0.000 -0.004 -0.141 0.000 -0.067 0.198 -0.125 0.054 0.111 -0.098 -0.039 -0.400 -0.057 -0.006 -0.050 0.220 0.252 0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06332869168388044}), (, {'error': 0.9885794882755992}), (, {'error': 0.2053837283973472}), (, {'error': 0.34564587408032166}), (, {'error': 0.02375185031728222}), (, {'error': 0.04668737168441339}), (, {'error': 0.026015530242811336}), (, {'error': 0.3086281778613653}), (, {'error': 0.06267276382933673}), (, {'error': 0.09960224228586978}), (, {'error': 0.19169517165348215}), (, {'error': 0.08665719446551612}), (, {'error': 0.28758524747834713}), (, {'error': 0.23203511845385894}), (, {'error': 0.1934293038793835}), (, {'error': 0.8696671809062213}), (, {'error': 0.09179225385183276}), (, {'error': 0.03193411526640588}), (, {'error': 0.01925362671465028}), (, {'error': 0.03228844950786558}), (, {'error': 0.1635281832007791}), (, {'error': 0.19419036733469525}), (, {'error': 0.34872573676271945}), (, {'error': 0.16595267769392086})]) -Toy 8/25 -Time taken: 32 min, 40 s -Projected time left: 1 h, 9 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1263 (1263 total) | -| EDM = 2.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297011.9853810872 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 1 | omega_s | 6.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.23 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.598 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -0.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.05 | 0.33 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.84 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.51 | 0.20 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.33 | 0.10 | | | -2 | 2 | | -| 12| rho_p | -0.18 | 0.37 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.52 | 0.24 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.13 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.880 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.48 | 0.04 | | | -2 | 2 | | -| 20| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.59 | 0.20 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.96 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.166 0.034 -0.144 -0.050 0.025 -0.012 -0.055 -0.059 -0.100 -0.051 0.014 -0.129 -0.015 0.090 -0.071 0.029 0.031 -0.004 -0.919 0.017 0.063 0.287 0.041 | -| omega_s | -0.166 1.000 0.003 -0.057 -0.022 -0.012 -0.003 -0.022 0.662 -0.012 -0.013 -0.090 0.284 -0.002 0.015 0.053 0.005 -0.004 0.000 0.192 0.002 0.020 -0.378 0.002 | -| p4040_p | 0.034 0.003 1.000 0.012 -0.096 -0.001 0.036 -0.074 0.001 0.126 -0.004 0.010 0.008 -0.105 0.159 -0.004 0.238 -0.219 0.029 -0.006 0.284 -0.260 -0.004 -0.191 | -| DDstar_p | -0.144 -0.057 0.012 1.000 -0.039 0.004 0.057 -0.174 -0.023 0.179 -0.007 0.286 -0.043 0.057 -0.151 -0.015 0.021 -0.113 0.008 -0.145 -0.088 -0.032 0.104 -0.161 | -| jpsi_p | -0.050 -0.022 -0.096 -0.039 1.000 -0.034 0.070 0.233 -0.019 0.023 -0.003 -0.177 -0.081 -0.047 -0.011 -0.001 -0.055 -0.011 0.062 0.087 -0.010 0.236 -0.028 -0.005 | -| phi_p | 0.025 -0.012 -0.001 0.004 -0.034 1.000 0.001 0.008 0.008 -0.005 0.004 -0.021 0.106 0.003 0.004 0.642 -0.003 -0.002 0.001 -0.034 0.009 0.004 0.067 0.008 | -| DDstar_s | -0.012 -0.003 0.036 0.057 0.070 0.001 1.000 -0.003 -0.001 0.051 -0.003 0.017 -0.003 0.032 0.032 0.000 0.058 0.028 -0.002 -0.005 0.001 -0.011 0.005 -0.005 | -| Dbar_p | -0.055 -0.022 -0.074 -0.174 0.233 0.008 -0.003 1.000 -0.007 0.318 0.043 0.065 0.010 -0.072 -0.076 -0.016 -0.004 -0.027 0.032 -0.073 -0.062 -0.323 0.054 -0.091 | -| omega_p | -0.059 0.662 0.001 -0.023 -0.019 0.008 -0.001 -0.007 1.000 -0.006 -0.004 -0.044 0.008 0.000 0.008 0.035 0.001 -0.002 0.000 0.068 0.004 0.011 -0.144 0.004 | -| p3770_p | -0.100 -0.012 0.126 0.179 0.023 -0.005 0.051 0.318 -0.006 1.000 -0.058 0.092 -0.015 -0.296 0.026 -0.005 0.157 -0.090 0.059 0.007 -0.073 -0.253 0.011 -0.137 | -| p4415_s | -0.051 -0.013 -0.004 -0.007 -0.003 0.004 -0.003 0.043 -0.004 -0.058 1.000 0.078 0.007 0.032 -0.140 -0.011 -0.046 0.029 -0.002 -0.046 0.315 0.203 0.033 0.186 | -| bplus_2 | 0.014 -0.090 0.010 0.286 -0.177 -0.021 0.017 0.065 -0.044 0.092 0.078 1.000 -0.297 0.035 -0.226 0.052 -0.015 -0.042 0.004 -0.241 -0.144 -0.658 0.045 -0.125 | -| rho_p | -0.129 0.284 0.008 -0.043 -0.081 0.106 -0.003 0.010 0.008 -0.015 0.007 -0.297 1.000 0.025 0.058 0.121 0.004 0.002 0.001 0.136 0.065 0.113 0.133 0.053 | -| p3770_s | -0.015 -0.002 -0.105 0.057 -0.047 0.003 0.032 -0.072 0.000 -0.296 0.032 0.035 0.025 1.000 -0.029 -0.013 -0.070 -0.377 0.029 -0.021 0.028 -0.067 0.014 0.108 | -| p4415_p | 0.090 0.015 0.159 -0.151 -0.011 0.004 0.032 -0.076 0.008 0.026 -0.140 -0.226 0.058 -0.029 1.000 -0.015 0.281 -0.079 0.019 0.008 -0.162 -0.008 -0.007 -0.170 | -| phi_s | -0.071 0.053 -0.004 -0.015 -0.001 0.642 0.000 -0.016 0.035 -0.005 -0.011 0.052 0.121 -0.013 -0.015 1.000 -0.001 -0.006 0.000 0.077 -0.025 -0.035 0.015 -0.020 | -| p4160_p | 0.029 0.005 0.238 0.021 -0.055 -0.003 0.058 -0.004 0.001 0.157 -0.046 -0.015 0.004 -0.070 0.281 -0.001 1.000 -0.154 0.039 0.015 -0.158 -0.323 -0.013 -0.515 | -| psi2s_p | 0.031 -0.004 -0.219 -0.113 -0.011 -0.002 0.028 -0.027 -0.002 -0.090 0.029 -0.042 0.002 -0.377 -0.079 -0.006 -0.154 1.000 0.035 -0.012 -0.043 0.222 0.005 -0.002 | -| Dbar_s | -0.004 0.000 0.029 0.008 0.062 0.001 -0.002 0.032 0.000 0.059 -0.002 0.004 0.001 0.029 0.019 0.000 0.039 0.035 1.000 -0.000 -0.001 -0.002 0.001 -0.005 | -| bplus_0 | -0.919 0.192 -0.006 -0.145 0.087 -0.034 -0.005 -0.073 0.068 0.007 -0.046 -0.241 0.136 -0.021 0.008 0.077 0.015 -0.012 -0.000 1.000 -0.033 0.048 -0.348 -0.034 | -| p4160_s | 0.017 0.002 0.284 -0.088 -0.010 0.009 0.001 -0.062 0.004 -0.073 0.315 -0.144 0.065 0.028 -0.162 -0.025 -0.158 -0.043 -0.001 -0.033 1.000 0.282 0.027 0.144 | -| Ctt | 0.063 0.020 -0.260 -0.032 0.236 0.004 -0.011 -0.323 0.011 -0.253 0.203 -0.658 0.113 -0.067 -0.008 -0.035 -0.323 0.222 -0.002 0.048 0.282 1.000 0.001 0.340 | -| rho_s | 0.287 -0.378 -0.004 0.104 -0.028 0.067 0.005 0.054 -0.144 0.011 0.033 0.045 0.133 0.014 -0.007 0.015 -0.013 0.005 0.001 -0.348 0.027 0.001 1.000 0.021 | -| p4040_s | 0.041 0.002 -0.191 -0.161 -0.005 0.008 -0.005 -0.091 0.004 -0.137 0.186 -0.125 0.053 0.108 -0.170 -0.020 -0.515 -0.002 -0.005 -0.034 0.144 0.340 0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0671258014122218}), (, {'error': 1.3318581543407766}), (, {'error': 0.19302477333799617}), (, {'error': 0.34985307914122066}), (, {'error': 0.02437782349115114}), (, {'error': 0.2207074199227046}), (, {'error': 0.031981452281525685}), (, {'error': 0.32951655615620545}), (, {'error': 0.32501386061526194}), (, {'error': 0.08976525572038141}), (, {'error': 0.19534916602630692}), (, {'error': 0.09657280599427209}), (, {'error': 0.37395218293916654}), (, {'error': 0.2363841884313458}), (, {'error': 0.14298130867903325}), (, {'error': 1.1074136092717985}), (, {'error': 0.09634663636813734}), (, {'error': 0.030971722967375825}), (, {'error': 0.025567286465497108}), (, {'error': 0.0370725586870877}), (, {'error': 0.17260505008516658}), (, {'error': 0.2039081037902254}), (, {'error': 0.3481787269710259}), (, {'error': 0.17293236331694184})]) -Toy 9/25 -Time taken: 37 min, 45 s -Projected time left: 1 h, 6 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1386 (1386 total) | -| EDM = 0.000936 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297310.52794375445 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 7.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.60 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.605 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 1.95 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -5.42 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.30 | 0.20 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.32 | 0.08 | | | -2 | 2 | | -| 12| rho_p | 6.12 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.18 | 0.23 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.33 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -2.24 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.907 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.410 | 0.031 | | | -2 | 2 | | -| 20| p4160_s | 2.05 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.58 | 0.20 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 1.03 | 0.18 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.048 0.080 -0.249 -0.058 -0.003 -0.016 -0.096 0.090 -0.129 -0.103 -0.091 -0.087 -0.023 0.143 -0.127 0.068 0.038 -0.004 -0.924 0.021 0.102 0.281 0.016 | -| omega_s | -0.048 1.000 -0.009 -0.009 -0.001 0.005 0.000 -0.009 0.663 0.001 -0.003 0.041 -0.003 -0.009 -0.014 0.059 -0.004 -0.005 0.000 0.057 -0.016 -0.022 -0.055 -0.010 | -| p4040_p | 0.080 -0.009 1.000 -0.069 -0.105 -0.000 0.026 -0.088 -0.002 0.102 0.038 -0.026 0.016 -0.054 0.117 -0.017 0.107 -0.224 0.021 -0.048 0.329 -0.174 0.009 -0.207 | -| DDstar_p | -0.249 -0.009 -0.069 1.000 -0.082 -0.001 0.044 -0.161 0.018 0.160 0.018 0.281 -0.017 0.054 -0.186 -0.012 -0.024 -0.129 0.008 -0.032 -0.100 -0.049 0.066 -0.128 | -| jpsi_p | -0.058 -0.001 -0.105 -0.082 1.000 -0.005 0.051 0.242 -0.016 0.013 -0.005 -0.189 -0.067 -0.062 -0.009 0.029 -0.061 -0.006 0.045 0.112 -0.007 0.240 -0.042 0.036 | -| phi_p | -0.003 0.005 -0.000 -0.001 -0.005 1.000 -0.000 -0.001 0.009 -0.001 -0.000 -0.003 0.030 -0.000 0.000 0.181 -0.000 -0.001 -0.000 0.003 0.000 0.000 0.008 0.000 | -| DDstar_s | -0.016 0.000 0.026 0.044 0.051 -0.000 1.000 -0.003 0.001 0.034 -0.002 0.013 -0.001 0.026 0.019 -0.000 0.040 0.019 -0.001 0.002 -0.001 -0.008 0.002 -0.007 | -| Dbar_p | -0.096 -0.009 -0.088 -0.161 0.242 -0.001 -0.003 1.000 0.008 0.303 0.057 0.057 0.015 -0.049 -0.074 -0.022 -0.009 0.002 0.022 -0.023 -0.050 -0.302 0.034 -0.025 | -| omega_p | 0.090 0.663 -0.002 0.018 -0.016 0.009 0.001 0.008 1.000 -0.003 0.005 0.034 -0.050 -0.002 -0.004 0.009 -0.004 -0.001 0.000 -0.105 0.001 -0.007 0.377 0.002 | -| p3770_p | -0.129 0.001 0.102 0.160 0.013 -0.001 0.034 0.303 -0.003 1.000 -0.058 0.083 -0.010 -0.255 0.016 0.006 0.150 -0.043 0.036 0.056 -0.081 -0.243 -0.009 -0.155 | -| p4415_s | -0.103 -0.003 0.038 0.018 -0.005 -0.000 -0.002 0.057 0.005 -0.058 1.000 0.125 -0.000 0.028 -0.166 -0.006 -0.055 0.039 -0.002 -0.001 0.320 0.174 0.017 0.175 | -| bplus_2 | -0.091 0.041 -0.026 0.281 -0.189 -0.003 0.013 0.057 0.034 0.083 0.125 1.000 -0.231 0.054 -0.234 0.093 -0.042 -0.044 0.002 -0.132 -0.123 -0.667 0.022 -0.095 | -| rho_p | -0.087 -0.003 0.016 -0.017 -0.067 0.030 -0.001 0.015 -0.050 -0.010 -0.000 -0.231 1.000 0.019 0.046 0.080 0.007 0.000 0.001 0.090 0.048 0.088 0.225 0.032 | -| p3770_s | -0.023 -0.009 -0.054 0.054 -0.062 -0.000 0.026 -0.049 -0.002 -0.255 0.028 0.054 0.019 1.000 -0.021 -0.018 -0.050 -0.424 0.025 -0.016 0.029 -0.117 0.008 0.124 | -| p4415_p | 0.143 -0.014 0.117 -0.186 -0.009 0.000 0.019 -0.074 -0.004 0.016 -0.166 -0.234 0.046 -0.021 1.000 -0.032 0.275 -0.074 0.012 -0.053 -0.155 0.030 0.010 -0.184 | -| phi_s | -0.127 0.059 -0.017 -0.012 0.029 0.181 -0.000 -0.022 0.009 0.006 -0.006 0.093 0.080 -0.018 -0.032 1.000 -0.006 -0.007 -0.000 0.142 -0.037 -0.054 -0.034 -0.025 | -| p4160_p | 0.068 -0.004 0.107 -0.024 -0.061 -0.000 0.040 -0.009 -0.004 0.150 -0.055 -0.042 0.007 -0.050 0.275 -0.006 1.000 -0.157 0.026 -0.016 -0.183 -0.294 -0.005 -0.522 | -| psi2s_p | 0.038 -0.005 -0.224 -0.129 -0.006 -0.001 0.019 0.002 -0.001 -0.043 0.039 -0.044 0.000 -0.424 -0.074 -0.007 -0.157 1.000 0.025 -0.021 -0.029 0.219 0.006 0.074 | -| Dbar_s | -0.004 0.000 0.021 0.008 0.045 -0.000 -0.001 0.022 0.000 0.036 -0.002 0.002 0.001 0.025 0.012 -0.000 0.026 0.025 1.000 0.002 -0.001 0.001 -0.000 -0.006 | -| bplus_0 | -0.924 0.057 -0.048 -0.032 0.112 0.003 0.002 -0.023 -0.105 0.056 -0.001 -0.132 0.090 -0.016 -0.053 0.142 -0.016 -0.021 0.002 1.000 -0.041 0.006 -0.338 -0.030 | -| p4160_s | 0.021 -0.016 0.329 -0.100 -0.007 0.000 -0.001 -0.050 0.001 -0.081 0.320 -0.123 0.048 0.029 -0.155 -0.037 -0.183 -0.029 -0.001 -0.041 1.000 0.286 0.025 0.069 | -| Ctt | 0.102 -0.022 -0.174 -0.049 0.240 0.000 -0.008 -0.302 -0.007 -0.243 0.174 -0.667 0.088 -0.117 0.030 -0.054 -0.294 0.219 0.001 0.006 0.286 1.000 0.011 0.361 | -| rho_s | 0.281 -0.055 0.009 0.066 -0.042 0.008 0.002 0.034 0.377 -0.009 0.017 0.022 0.225 0.008 0.010 -0.034 -0.005 0.006 -0.000 -0.338 0.025 0.011 1.000 0.019 | -| p4040_s | 0.016 -0.010 -0.207 -0.128 0.036 0.000 -0.007 -0.025 0.002 -0.155 0.175 -0.095 0.032 0.124 -0.184 -0.025 -0.522 0.074 -0.006 -0.030 0.069 0.361 0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.059855885277908305}), (, {'error': 1.3429557141003818}), (, {'error': 0.17583460516851535}), (, {'error': 0.33862567276196476}), (, {'error': 0.02411350750871133}), (, {'error': 0.1002665190583274}), (, {'error': 0.02423970339608217}), (, {'error': 0.3065016889626384}), (, {'error': 0.2675476552739755}), (, {'error': 0.09870540153021734}), (, {'error': 0.19674759031012434}), (, {'error': 0.08114779225731072}), (, {'error': 0.21825337785656007}), (, {'error': 0.23292814717888088}), (, {'error': 0.16632880310143583}), (, {'error': 0.8949644849691607}), (, {'error': 0.10325292353258986}), (, {'error': 0.0310936658583012}), (, {'error': 0.018276375407456164}), (, {'error': 0.03115197176014861}), (, {'error': 0.17660916272189942}), (, {'error': 0.20157944083583001}), (, {'error': 0.34468225145076103}), (, {'error': 0.17701059693690602})]) -Toy 10/25 -Time taken: 43 min, 13 s -Projected time left: 1 h, 4 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1347 (1347 total) | -| EDM = 5.6E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297055.258476166 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.76 | 0.05 | | | -2 | 2 | | -| 1 | omega_s | 8.0 | 1.6 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.02 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 1.46 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.677 | 0.023 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -4.62 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.35 | 0.09 | | | -2 | 2 | | -| 12| rho_p | 4.8 | 0.7 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.03 | 0.22 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.16 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.1 | 1.2 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -1.95 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.867 | 0.029 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.401 | 0.031 | | | -2 | 2 | | -| 20| p4160_s | 2.28 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.67 | 0.18 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.84 | 0.16 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.158 -0.017 0.250 -0.205 -0.006 0.014 0.092 -0.032 -0.027 0.116 0.647 0.148 0.037 -0.119 -0.080 -0.062 0.014 0.007 -0.950 -0.022 -0.390 0.443 0.014 | -| omega_s | -0.158 1.000 0.009 -0.085 0.013 0.000 -0.005 -0.041 0.768 -0.008 -0.035 -0.134 -0.136 -0.009 0.033 0.052 0.020 -0.003 -0.002 0.170 0.002 0.073 -0.184 -0.001 | -| p4040_p | -0.017 0.009 1.000 0.052 -0.054 -0.001 0.034 -0.114 0.001 0.140 -0.027 -0.032 -0.013 -0.070 0.171 0.003 0.253 -0.154 0.025 0.048 0.293 -0.215 -0.027 -0.143 | -| DDstar_p | 0.250 -0.085 0.052 1.000 -0.105 -0.004 0.049 -0.201 -0.019 0.109 -0.013 0.373 0.099 0.066 -0.137 -0.046 0.026 -0.069 0.000 -0.423 -0.091 -0.116 0.216 -0.139 | -| jpsi_p | -0.205 0.013 -0.054 -0.105 1.000 -0.034 0.075 0.086 -0.009 -0.007 -0.051 -0.240 -0.108 -0.067 0.026 0.011 -0.018 -0.036 0.074 0.249 -0.020 0.295 -0.013 -0.036 | -| phi_p | -0.006 0.000 -0.001 -0.004 -0.034 1.000 0.000 0.002 0.019 -0.005 0.001 -0.026 0.074 0.000 0.005 0.733 -0.002 -0.004 0.001 0.003 0.007 0.008 -0.062 0.006 | -| DDstar_s | 0.014 -0.005 0.034 0.049 0.075 0.000 1.000 0.001 -0.001 0.041 -0.003 0.023 0.006 0.042 0.030 -0.003 0.061 0.035 -0.004 -0.027 0.002 -0.016 0.014 0.003 | -| Dbar_p | 0.092 -0.041 -0.114 -0.201 0.086 0.002 0.001 1.000 -0.009 0.198 0.055 0.099 0.075 -0.139 -0.125 -0.031 -0.091 -0.096 0.041 -0.192 -0.071 -0.351 0.073 -0.116 | -| omega_p | -0.032 0.768 0.001 -0.019 -0.009 0.019 -0.001 -0.009 1.000 -0.004 -0.007 -0.031 -0.018 -0.002 0.007 0.038 0.003 -0.002 0.000 0.035 0.001 0.016 0.115 0.001 | -| p3770_p | -0.027 -0.008 0.140 0.109 -0.007 -0.005 0.041 0.198 -0.004 1.000 -0.065 0.004 -0.003 -0.257 0.042 -0.006 0.135 -0.009 0.061 -0.007 -0.034 -0.145 0.018 -0.084 | -| p4415_s | 0.116 -0.035 -0.027 -0.013 -0.051 0.001 -0.003 0.055 -0.007 -0.065 1.000 0.177 0.047 0.017 -0.136 -0.021 -0.058 0.020 0.000 -0.188 0.285 0.105 0.082 0.171 | -| bplus_2 | 0.647 -0.134 -0.032 0.373 -0.240 -0.026 0.023 0.099 -0.031 0.004 0.177 1.000 -0.000 0.051 -0.245 -0.036 -0.096 0.005 0.010 -0.760 -0.088 -0.663 0.500 -0.041 | -| rho_p | 0.148 -0.136 -0.013 0.099 -0.108 0.074 0.006 0.075 -0.018 -0.003 0.047 -0.000 1.000 0.025 -0.004 0.044 -0.026 -0.001 0.005 -0.188 0.043 -0.032 -0.134 0.038 | -| p3770_s | 0.037 -0.009 -0.070 0.066 -0.067 0.000 0.042 -0.139 -0.002 -0.257 0.017 0.051 0.025 1.000 0.004 -0.013 -0.024 -0.397 0.041 -0.051 0.025 -0.104 -0.000 0.099 | -| p4415_p | -0.119 0.033 0.171 -0.137 0.026 0.005 0.030 -0.125 0.007 0.042 -0.136 -0.245 -0.004 0.004 1.000 0.008 0.280 -0.061 0.014 0.180 -0.114 0.057 -0.124 -0.126 | -| phi_s | -0.080 0.052 0.003 -0.046 0.011 0.733 -0.003 -0.031 0.038 -0.006 -0.021 -0.036 0.044 -0.013 0.008 1.000 0.009 -0.003 -0.002 0.088 -0.012 0.023 -0.120 -0.011 | -| p4160_p | -0.062 0.020 0.253 0.026 -0.018 -0.002 0.061 -0.091 0.003 0.135 -0.058 -0.096 -0.026 -0.024 0.280 0.009 1.000 -0.104 0.039 0.111 -0.091 -0.221 -0.055 -0.437 | -| psi2s_p | 0.014 -0.003 -0.154 -0.069 -0.036 -0.004 0.035 -0.096 -0.002 -0.009 0.020 0.005 -0.001 -0.397 -0.061 -0.003 -0.104 1.000 0.039 -0.002 -0.060 0.186 0.003 -0.060 | -| Dbar_s | 0.007 -0.002 0.025 0.000 0.074 0.001 -0.004 0.041 0.000 0.061 0.000 0.010 0.005 0.041 0.014 -0.002 0.039 0.039 1.000 -0.014 -0.003 -0.014 0.005 -0.004 | -| bplus_0 | -0.950 0.170 0.048 -0.423 0.249 0.003 -0.027 -0.192 0.035 -0.007 -0.188 -0.760 -0.188 -0.051 0.180 0.088 0.111 -0.002 -0.014 1.000 0.007 0.457 -0.457 -0.017 | -| p4160_s | -0.022 0.002 0.293 -0.091 -0.020 0.007 0.002 -0.071 0.001 -0.034 0.285 -0.088 0.043 0.025 -0.114 -0.012 -0.091 -0.060 -0.003 0.007 1.000 0.200 -0.051 0.103 | -| Ctt | -0.390 0.073 -0.215 -0.116 0.295 0.008 -0.016 -0.351 0.016 -0.145 0.105 -0.663 -0.032 -0.104 0.057 0.023 -0.221 0.186 -0.014 0.457 0.200 1.000 -0.255 0.220 | -| rho_s | 0.443 -0.184 -0.027 0.216 -0.013 -0.062 0.014 0.073 0.115 0.018 0.082 0.500 -0.134 -0.000 -0.124 -0.120 -0.055 0.003 0.005 -0.457 -0.051 -0.255 1.000 -0.034 | -| p4040_s | 0.014 -0.001 -0.143 -0.139 -0.036 0.006 0.003 -0.116 0.001 -0.084 0.171 -0.041 0.038 0.099 -0.126 -0.011 -0.437 -0.060 -0.004 -0.017 0.103 0.220 -0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.046853753944451126}), (, {'error': 1.5580588839185205}), (, {'error': 0.2043460669222763}), (, {'error': 0.2813942586332683}), (, {'error': 0.022754719879313434}), (, {'error': 0.6782450995837404}), (, {'error': 0.034133562974006326}), (, {'error': 0.3001522948371105}), (, {'error': 0.319846383252695}), (, {'error': 0.09747220447769833}), (, {'error': 0.18467546896234543}), (, {'error': 0.09201376044405918}), (, {'error': 0.6754641107109176}), (, {'error': 0.21736123886035652}), (, {'error': 0.15137671669365083}), (, {'error': 1.247213004477473}), (, {'error': 0.0894008526358272}), (, {'error': 0.029411609930981797}), (, {'error': 0.02942869017342245}), (, {'error': 0.031079714650787627}), (, {'error': 0.1560050128372814}), (, {'error': 0.1812980275823458}), (, {'error': 0.36467095790870413}), (, {'error': 0.1577867957733851})]) -Toy 11/25 -Time taken: 48 min, 37 s -Projected time left: 1 h, 1 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1270 (1270 total) | -| EDM = 1.33E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297164.9619857106 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 6.2 | 1.3 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 4.35 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.646 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.65 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.27 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | 3.81 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.29 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.35 | 0.09 | | | -2 | 2 | | -| 12| rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.40 | 0.22 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.29 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.9 | 1.3 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.880 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 20| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.73 | 0.21 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.72 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.155 0.028 -0.205 -0.043 0.010 -0.019 -0.086 -0.039 -0.123 -0.049 -0.024 0.099 -0.029 0.124 -0.085 0.041 0.041 -0.006 -0.917 0.029 0.087 0.322 0.078 | -| omega_s | -0.155 1.000 0.003 -0.041 -0.009 -0.076 -0.002 -0.019 0.621 -0.004 -0.009 -0.060 -0.078 -0.001 0.009 -0.001 0.006 -0.003 -0.000 0.180 -0.002 0.007 -0.389 -0.002 | -| p4040_p | 0.028 0.003 1.000 0.051 -0.086 -0.001 0.028 -0.058 0.001 0.160 -0.033 0.037 -0.013 -0.065 0.183 0.003 0.321 -0.179 0.020 0.000 0.250 -0.302 -0.004 -0.172 | -| DDstar_p | -0.205 -0.041 0.051 1.000 -0.103 0.001 0.057 -0.206 -0.012 0.149 -0.049 0.274 0.033 0.074 -0.155 -0.012 0.011 -0.129 0.007 -0.076 -0.105 -0.024 0.090 -0.192 | -| jpsi_p | -0.043 -0.009 -0.086 -0.103 1.000 0.011 0.066 0.218 -0.007 0.025 -0.003 -0.190 -0.083 -0.077 -0.000 0.029 -0.055 -0.010 0.061 0.103 -0.009 0.227 0.013 -0.026 | -| phi_p | 0.010 -0.076 -0.001 0.001 0.011 1.000 0.001 -0.007 0.005 0.003 -0.008 0.083 -0.176 -0.013 -0.018 0.749 -0.001 -0.005 0.001 -0.004 -0.024 -0.027 0.143 -0.021 | -| DDstar_s | -0.019 -0.002 0.028 0.057 0.066 0.001 1.000 -0.005 -0.000 0.041 -0.005 0.019 0.002 0.039 0.023 0.000 0.054 0.026 -0.002 -0.002 -0.001 -0.010 0.006 -0.005 | -| Dbar_p | -0.086 -0.019 -0.058 -0.206 0.218 -0.007 -0.005 1.000 -0.005 0.330 0.023 0.062 0.049 -0.066 -0.090 -0.024 -0.004 -0.042 0.033 -0.047 -0.077 -0.357 0.031 -0.148 | -| omega_p | -0.039 0.621 0.001 -0.012 -0.007 0.005 -0.000 -0.005 1.000 -0.002 -0.003 -0.010 -0.122 -0.002 0.001 0.029 0.001 -0.002 0.000 0.046 -0.002 -0.002 0.050 -0.002 | -| p3770_p | -0.123 -0.004 0.160 0.149 0.025 0.003 0.041 0.330 -0.002 1.000 -0.070 0.070 -0.011 -0.227 0.028 0.006 0.162 0.014 0.049 0.041 -0.077 -0.233 0.008 -0.148 | -| p4415_s | -0.049 -0.009 -0.033 -0.049 -0.003 -0.008 -0.005 0.023 -0.003 -0.070 1.000 0.035 0.036 0.011 -0.131 -0.020 -0.052 0.023 -0.001 -0.030 0.309 0.221 0.011 0.191 | -| bplus_2 | -0.024 -0.060 0.037 0.274 -0.190 0.083 0.019 0.062 -0.010 0.070 0.035 1.000 -0.224 0.057 -0.232 0.114 0.001 -0.053 0.004 -0.206 -0.161 -0.654 0.218 -0.146 | -| rho_p | 0.099 -0.078 -0.013 0.033 -0.083 -0.176 0.002 0.049 -0.122 -0.011 0.036 -0.224 1.000 0.026 0.040 -0.164 -0.017 0.005 0.002 -0.138 0.077 0.101 0.094 0.064 | -| p3770_s | -0.029 -0.001 -0.065 0.074 -0.077 -0.013 0.039 -0.066 -0.002 -0.227 0.011 0.057 0.026 1.000 -0.006 -0.021 -0.019 -0.462 0.036 -0.011 0.022 -0.137 -0.008 0.084 | -| p4415_p | 0.124 0.009 0.183 -0.155 -0.000 -0.018 0.023 -0.090 0.001 0.028 -0.131 -0.232 0.040 -0.006 1.000 -0.027 0.295 -0.062 0.013 -0.011 -0.174 -0.020 -0.038 -0.139 | -| phi_s | -0.085 -0.001 0.003 -0.012 0.029 0.749 0.000 -0.024 0.029 0.006 -0.020 0.114 -0.164 -0.021 -0.027 1.000 0.004 -0.008 -0.000 0.103 -0.045 -0.051 0.030 -0.039 | -| p4160_p | 0.041 0.006 0.321 0.011 -0.055 -0.001 0.054 -0.004 0.001 0.162 -0.052 0.001 -0.017 -0.019 0.295 0.004 1.000 -0.133 0.034 0.013 -0.166 -0.345 -0.012 -0.471 | -| psi2s_p | 0.041 -0.003 -0.179 -0.129 -0.010 -0.005 0.026 -0.042 -0.002 0.014 0.023 -0.053 0.005 -0.462 -0.062 -0.008 -0.133 1.000 0.032 -0.012 -0.042 0.220 -0.000 -0.050 | -| Dbar_s | -0.006 -0.000 0.020 0.007 0.061 0.001 -0.002 0.033 0.000 0.049 -0.001 0.004 0.002 0.036 0.013 -0.000 0.034 0.032 1.000 0.000 -0.002 -0.005 0.001 -0.004 | -| bplus_0 | -0.917 0.180 0.000 -0.076 0.103 -0.004 -0.002 -0.047 0.046 0.041 -0.030 -0.206 -0.138 -0.011 -0.011 0.103 0.013 -0.012 0.000 1.000 -0.034 0.032 -0.380 -0.049 | -| p4160_s | 0.029 -0.002 0.250 -0.105 -0.009 -0.024 -0.001 -0.077 -0.002 -0.077 0.309 -0.161 0.077 0.022 -0.174 -0.045 -0.166 -0.042 -0.002 -0.034 1.000 0.283 -0.022 0.212 | -| Ctt | 0.087 0.007 -0.302 -0.024 0.227 -0.027 -0.010 -0.357 -0.002 -0.233 0.221 -0.654 0.101 -0.137 -0.020 -0.051 -0.345 0.220 -0.005 0.032 0.283 1.000 -0.066 0.311 | -| rho_s | 0.322 -0.389 -0.004 0.090 0.013 0.143 0.006 0.031 0.050 0.008 0.011 0.218 0.094 -0.008 -0.038 0.030 -0.012 -0.000 0.001 -0.380 -0.022 -0.066 1.000 -0.019 | -| p4040_s | 0.078 -0.002 -0.172 -0.192 -0.026 -0.021 -0.005 -0.148 -0.002 -0.148 0.191 -0.146 0.064 0.084 -0.139 -0.039 -0.471 -0.050 -0.004 -0.049 0.212 0.311 -0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06153572846894084}), (, {'error': 1.3456513276810265}), (, {'error': 0.26209466101307566}), (, {'error': 0.35183475078283566}), (, {'error': 0.024118015569976947}), (, {'error': 0.23353426098256547}), (, {'error': 0.030722013928454778}), (, {'error': 0.34642126590485667}), (, {'error': 0.30001648446089746}), (, {'error': 0.09664232094725111}), (, {'error': 0.19391335221394868}), (, {'error': 0.08870982427608265}), (, {'error': 0.33338047115480096}), (, {'error': 0.22431311470977855}), (, {'error': 0.16863719827035517}), (, {'error': 1.3244365748549694}), (, {'error': 0.09834175945649903}), (, {'error': 0.031163442097525973}), (, {'error': 0.023034468293812144}), (, {'error': 0.03232548868706275}), (, {'error': 0.17168524304551314}), (, {'error': 0.20826928007899664}), (, {'error': 0.32538229232232696}), (, {'error': 0.1713674784280117})]) -Toy 12/25 -Time taken: 53 min, 50 s -Projected time left: 58 min, 17 s -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=221 (221 total) | -| EDM = 5.9E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297232.1168243929 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.856 | 0.019 | | | -2 | 2 | | -| 1 | omega_s | 7.0 | 1.5 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.87 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 4.7 | 2.7 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.54 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.08 | 0.40 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 0.9 | 1.6 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.84 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.88 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.20 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.29 | 0.06 | | | -2 | 2 | | -| 12| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.75 | 0.24 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.39 | 0.23 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -2.10 | 0.17 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.10 | 0.40 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.447 | 0.009 | | | -2 | 2 | | -| 20| p4160_s | 2.28 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.26 | 0.16 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.02 | 0.29 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.80 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.001 0.200 -0.451 0.210 0.004 -0.346 0.316 0.008 0.038 -0.013 -0.309 0.024 0.167 0.193 0.010 0.284 0.067 -0.263 -0.275 0.090 -0.100 0.034 0.025 | -| omega_s | -0.001 1.000 -0.004 0.009 -0.014 -0.072 0.005 -0.010 0.750 -0.004 -0.001 -0.000 0.019 -0.004 -0.003 0.001 -0.005 -0.002 0.004 -0.022 -0.003 -0.000 -0.085 -0.001 | -| p4040_p | 0.200 -0.004 1.000 -0.554 0.391 0.023 -0.605 0.216 0.012 -0.043 -0.149 -0.177 -0.018 0.270 0.528 0.025 0.575 0.067 -0.518 0.133 0.429 -0.062 0.059 -0.154 | -| DDstar_p | -0.451 0.009 -0.554 1.000 -0.287 -0.041 0.887 -0.505 -0.023 0.298 0.306 0.318 0.043 -0.297 -0.616 -0.058 -0.725 -0.095 0.899 -0.292 -0.262 -0.097 -0.139 -0.013 | -| jpsi_p | 0.210 -0.014 0.391 -0.287 1.000 0.009 -0.424 0.115 0.004 0.145 -0.158 -0.244 0.005 0.391 0.378 -0.006 0.520 0.299 -0.197 0.162 0.078 -0.225 0.046 -0.035 | -| phi_p | 0.004 -0.072 0.023 -0.041 0.009 1.000 -0.043 0.023 -0.010 -0.008 -0.013 -0.065 -0.189 0.010 0.025 0.571 0.035 0.008 -0.038 0.006 0.003 -0.003 0.106 -0.003 | -| DDstar_s | -0.346 0.005 -0.605 0.887 -0.424 -0.043 1.000 -0.687 -0.020 0.330 0.279 0.279 0.054 -0.300 -0.714 -0.060 -0.785 -0.158 0.921 -0.209 -0.333 -0.013 -0.114 -0.094 | -| Dbar_p | 0.316 -0.010 0.216 -0.505 0.115 0.023 -0.687 1.000 0.015 -0.249 -0.135 -0.104 -0.008 -0.039 0.380 0.029 0.391 -0.074 -0.590 0.214 0.174 -0.245 0.097 0.123 | -| omega_p | 0.008 0.750 0.012 -0.023 0.004 -0.010 -0.020 0.015 1.000 0.001 -0.003 -0.011 0.075 0.008 0.013 0.015 0.017 0.004 -0.015 0.030 0.005 -0.000 0.298 0.001 | -| p3770_p | 0.038 -0.004 -0.043 0.298 0.145 -0.008 0.330 -0.249 0.001 1.000 0.039 0.081 0.043 -0.086 -0.163 -0.025 -0.049 0.136 0.521 0.067 -0.176 -0.141 -0.004 -0.192 | -| p4415_s | -0.013 -0.001 -0.149 0.306 -0.158 -0.013 0.279 -0.135 -0.003 0.039 1.000 0.007 0.024 -0.099 -0.303 -0.020 -0.281 -0.027 0.265 0.011 0.178 0.156 -0.017 0.110 | -| bplus_2 | -0.309 -0.000 -0.177 0.318 -0.244 -0.065 0.279 -0.104 -0.011 0.081 0.007 1.000 0.224 -0.149 -0.113 -0.124 -0.243 -0.064 0.256 -0.232 0.007 0.463 -0.120 0.022 | -| rho_p | 0.024 0.019 -0.018 0.043 0.005 -0.189 0.054 -0.008 0.075 0.043 0.024 0.224 1.000 0.011 -0.017 -0.124 -0.038 -0.001 0.068 0.071 0.021 0.037 0.149 0.016 | -| p3770_s | 0.167 -0.004 0.270 -0.297 0.391 0.010 -0.300 -0.039 0.008 -0.086 -0.099 -0.149 0.011 1.000 0.276 0.002 0.351 -0.078 -0.195 0.136 0.102 -0.036 0.036 0.073 | -| p4415_p | 0.193 -0.003 0.528 -0.616 0.378 0.025 -0.714 0.380 0.013 -0.163 -0.303 -0.113 -0.017 0.276 1.000 0.028 0.699 0.123 -0.636 0.120 0.185 0.009 0.063 -0.075 | -| phi_s | 0.010 0.001 0.025 -0.058 -0.006 0.571 -0.060 0.029 0.015 -0.025 -0.020 -0.124 -0.124 0.002 0.028 1.000 0.045 0.004 -0.061 -0.009 -0.004 -0.013 0.015 -0.007 | -| p4160_p | 0.284 -0.005 0.575 -0.725 0.520 0.035 -0.785 0.391 0.017 -0.049 -0.281 -0.243 -0.038 0.351 0.699 0.045 1.000 0.177 -0.646 0.181 0.199 -0.141 0.090 -0.212 | -| psi2s_p | 0.067 -0.002 0.067 -0.095 0.299 0.008 -0.158 -0.074 0.004 0.136 -0.027 -0.064 -0.001 -0.078 0.123 0.004 0.177 1.000 -0.050 0.046 -0.015 0.213 0.017 0.024 | -| Dbar_s | -0.263 0.004 -0.518 0.899 -0.197 -0.038 0.921 -0.590 -0.015 0.521 0.265 0.256 0.068 -0.195 -0.636 -0.061 -0.646 -0.050 1.000 -0.145 -0.345 -0.120 -0.096 -0.122 | -| bplus_0 | -0.275 -0.022 0.133 -0.292 0.162 0.006 -0.209 0.214 0.030 0.067 0.011 -0.232 0.071 0.136 0.120 -0.009 0.181 0.046 -0.145 1.000 0.071 -0.078 0.179 0.022 | -| p4160_s | 0.090 -0.003 0.429 -0.262 0.078 0.003 -0.333 0.174 0.005 -0.176 0.178 0.007 0.021 0.102 0.185 -0.004 0.199 -0.015 -0.345 0.071 1.000 0.190 0.021 -0.101 | -| Ctt | -0.100 -0.000 -0.062 -0.097 -0.225 -0.003 -0.013 -0.245 -0.000 -0.141 0.156 0.463 0.037 -0.036 0.009 -0.013 -0.141 0.213 -0.120 -0.078 0.190 1.000 -0.016 0.275 | -| rho_s | 0.034 -0.085 0.059 -0.139 0.046 0.106 -0.114 0.097 0.298 -0.004 -0.017 -0.120 0.149 0.036 0.063 0.015 0.090 0.017 -0.096 0.179 0.021 -0.016 1.000 0.002 | -| p4040_s | 0.025 -0.001 -0.154 -0.013 -0.035 -0.003 -0.094 0.123 0.001 -0.192 0.110 0.022 0.016 0.073 -0.075 -0.007 -0.212 0.024 -0.122 0.022 -0.101 0.275 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.019022285593942145}), (, {'error': 1.5348068448387955}), (, {'error': 0.2786577116465183}), (, {'error': 2.6858724396601703}), (, {'error': 0.03374913041679761}), (, {'error': 0.1699283995102321}), (, {'error': 0.3994801043899554}), (, {'error': 1.553472811835039}), (, {'error': 0.30680651675513726}), (, {'error': 0.13461072531388196}), (, {'error': 0.18526131210938201}), (, {'error': 0.06326540363493749}), (, {'error': 0.35107007132234624}), (, {'error': 0.23945797323982743}), (, {'error': 0.2331265726009375}), (, {'error': 0.9504036131334743}), (, {'error': 0.16520843247386185}), (, {'error': 0.03315828426332956}), (, {'error': 0.40020671098622845}), (, {'error': 0.008859514352058895}), (, {'error': 0.16064080266631442}), (, {'error': 0.1627444928211429}), (, {'error': 0.2944264775912944}), (, {'error': 0.16558776458778585})]) -Toy 13/25 -Time taken: 56 min, 54 s -Projected time left: 52 min, 24 s -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1463 (1463 total) | -| EDM = 0.00327 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297012.45522386575 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.894 | 0.009 | | | -2 | 2 | | -| 1 | omega_s | 7.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 4.33 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -4.46 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.708 | 0.022 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -4.31 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -5.48 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.74 | 0.08 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.56 | 0.14 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.11 | 0.04 | | | -2 | 2 | | -| 12| rho_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.23 | 0.18 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.14 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18 | 6 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -1.90 | 0.07 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.907 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.452 | 0.005 | | | -2 | 2 | | -| 20| p4160_s | 2.42 | 0.12 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.39 | 0.11 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.41 | 0.28 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.67 | 0.13 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.022 -0.049 0.269 -0.037 0.052 -0.007 0.176 0.019 0.042 0.120 -0.181 0.044 0.052 -0.028 0.050 -0.052 0.036 -0.003 -0.353 0.059 -0.030 0.020 0.052 | -| omega_s | -0.022 1.000 0.003 0.007 0.083 -0.256 -0.002 -0.005 0.386 0.011 -0.002 -0.080 -0.030 -0.003 -0.006 -0.252 0.005 0.010 -0.002 -0.028 -0.010 0.004 -0.141 -0.008 | -| p4040_p | -0.049 0.003 1.000 0.087 -0.008 -0.016 0.008 -0.025 -0.007 0.085 0.007 0.029 -0.004 -0.097 0.130 -0.017 0.165 -0.091 0.012 -0.045 0.279 -0.241 -0.006 -0.082 | -| DDstar_p | 0.269 0.007 0.087 1.000 0.105 -0.026 0.019 -0.185 -0.005 0.125 -0.101 -0.009 -0.020 0.050 0.003 -0.026 0.135 -0.028 0.000 0.245 -0.075 0.059 0.024 -0.097 | -| jpsi_p | -0.037 0.083 -0.008 0.105 1.000 -0.324 0.036 0.178 -0.124 0.026 -0.024 -0.037 -0.143 -0.009 -0.013 -0.320 0.011 -0.031 0.027 -0.059 -0.042 0.160 -0.035 -0.055 | -| phi_p | 0.052 -0.256 -0.016 -0.026 -0.324 1.000 0.011 0.010 0.362 -0.045 -0.000 0.187 0.286 -0.015 0.002 0.996 -0.030 -0.055 0.010 0.058 0.017 -0.013 0.097 0.004 | -| DDstar_s | -0.007 -0.002 0.008 0.019 0.036 0.011 1.000 0.004 0.004 0.015 0.004 0.003 0.004 0.023 0.024 0.011 0.029 0.028 -0.003 -0.006 0.010 -0.000 0.000 0.019 | -| Dbar_p | 0.176 -0.005 -0.025 -0.185 0.178 0.010 0.004 1.000 0.008 0.193 -0.003 0.104 0.002 -0.031 -0.043 0.010 0.009 -0.006 0.011 0.164 -0.057 -0.166 0.020 -0.092 | -| omega_p | 0.019 0.386 -0.007 -0.005 -0.124 0.362 0.004 0.008 1.000 -0.017 0.001 0.068 0.044 -0.007 -0.001 0.362 -0.013 -0.022 0.004 0.033 0.006 -0.003 0.306 0.001 | -| p3770_p | 0.042 0.011 0.085 0.125 0.026 -0.045 0.015 0.193 -0.017 1.000 -0.040 0.023 -0.020 -0.225 0.045 -0.045 0.108 0.002 0.023 0.046 -0.011 -0.092 -0.003 -0.014 | -| p4415_s | 0.120 -0.002 0.007 -0.101 -0.024 -0.000 0.004 -0.003 0.001 -0.040 1.000 -0.062 -0.001 0.008 -0.068 -0.000 0.019 -0.014 -0.000 0.114 0.207 0.185 0.009 0.098 | -| bplus_2 | -0.181 -0.080 0.029 -0.009 -0.037 0.187 0.003 0.104 0.068 0.023 -0.062 1.000 0.151 0.019 0.120 0.179 0.055 -0.049 -0.001 -0.142 0.071 0.415 0.046 0.031 | -| rho_p | 0.044 -0.030 -0.004 -0.020 -0.143 0.286 0.004 0.002 0.044 -0.020 -0.001 0.151 1.000 0.004 0.012 0.289 -0.006 -0.017 0.004 0.025 0.017 -0.006 0.173 0.013 | -| p3770_s | 0.052 -0.003 -0.097 0.050 -0.009 -0.015 0.023 -0.031 -0.007 -0.225 0.008 0.019 0.004 1.000 -0.003 -0.016 -0.033 -0.308 0.026 0.061 0.010 -0.119 0.002 0.043 | -| p4415_p | -0.028 -0.006 0.130 0.003 -0.013 0.002 0.024 -0.043 -0.001 0.045 -0.068 0.120 0.012 -0.003 1.000 0.000 0.200 -0.063 0.013 -0.020 -0.112 -0.067 0.002 -0.096 | -| phi_s | 0.050 -0.252 -0.017 -0.026 -0.320 0.996 0.011 0.010 0.362 -0.045 -0.000 0.179 0.289 -0.016 0.000 1.000 -0.030 -0.055 0.010 0.056 0.016 -0.013 0.097 0.003 | -| p4160_p | -0.052 0.005 0.165 0.135 0.011 -0.030 0.029 0.009 -0.013 0.108 0.019 0.055 -0.006 -0.033 0.200 -0.030 1.000 -0.057 0.022 -0.045 -0.052 -0.274 -0.007 -0.327 | -| psi2s_p | 0.036 0.010 -0.091 -0.028 -0.031 -0.055 0.028 -0.006 -0.022 0.002 -0.014 -0.049 -0.017 -0.308 -0.063 -0.055 -0.057 1.000 0.026 0.034 -0.086 0.111 -0.002 -0.124 | -| Dbar_s | -0.003 -0.002 0.012 0.000 0.027 0.010 -0.003 0.011 0.004 0.023 -0.000 -0.001 0.004 0.026 0.013 0.010 0.022 0.026 1.000 -0.002 0.004 0.009 0.001 0.010 | -| bplus_0 | -0.353 -0.028 -0.045 0.245 -0.059 0.058 -0.006 0.164 0.033 0.046 0.114 -0.142 0.025 0.061 -0.020 0.056 -0.045 0.034 -0.002 1.000 0.064 -0.036 0.086 0.055 | -| p4160_s | 0.059 -0.010 0.279 -0.075 -0.042 0.017 0.010 -0.057 0.006 -0.011 0.207 0.071 0.017 0.010 -0.112 0.016 -0.052 -0.086 0.004 0.064 1.000 0.120 0.009 0.023 | -| Ctt | -0.030 0.004 -0.241 0.059 0.160 -0.013 -0.000 -0.166 -0.003 -0.092 0.185 0.415 -0.006 -0.119 -0.067 -0.013 -0.274 0.111 0.009 -0.036 0.120 1.000 0.003 0.100 | -| rho_s | 0.020 -0.141 -0.006 0.024 -0.035 0.097 0.000 0.020 0.306 -0.003 0.009 0.046 0.173 0.002 0.002 0.097 -0.007 -0.002 0.001 0.086 0.009 0.003 1.000 0.007 | -| p4040_s | 0.052 -0.008 -0.082 -0.097 -0.055 0.004 0.019 -0.092 0.001 -0.014 0.098 0.031 0.013 0.043 -0.096 0.003 -0.327 -0.124 0.010 0.055 0.023 0.100 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.009309972951955237}), (, {'error': 1.00833215874131}), (, {'error': 0.205493968536393}), (, {'error': 0.15366191600429424}), (, {'error': 0.021772509610278767}), (, {'error': 11.651869860584927}), (, {'error': 0.015234383223941023}), (, {'error': 0.17555465395215952}), (, {'error': 0.2301327564600908}), (, {'error': 0.07643997066675223}), (, {'error': 0.14196778942295263}), (, {'error': 0.04195898794152464}), (, {'error': 0.27636819904498866}), (, {'error': 0.1776620213828881}), (, {'error': 0.10983324160869179}), (, {'error': 5.711242790968927}), (, {'error': 0.06772093270993684}), (, {'error': 0.025030489533628852}), (, {'error': 0.012193379599200055}), (, {'error': 0.004821516770435741}), (, {'error': 0.12330089428224777}), (, {'error': 0.10777593746391179}), (, {'error': 0.277597159624577}), (, {'error': 0.12667363280362176})]) -Toy 14/25 -Time taken: 1 h, 2 min -Projected time left: 49 min, 19 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1429 (1429 total) | -| EDM = 6.17E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297002.6217129861 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.89 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 5.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 3.45 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 3.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.68 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 0.6 | 0.8 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.96 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.05 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 12| rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.67 | 0.27 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.25 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.49 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.431 | 0.027 | | | -2 | 2 | | -| 20| p4160_s | 2.15 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.18 | 0.23 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.164 0.101 0.174 0.070 0.027 -0.019 -0.260 -0.049 -0.075 -0.084 -0.100 -0.010 0.089 0.102 -0.086 0.055 0.081 -0.220 -0.915 0.012 0.205 0.326 -0.041 | -| omega_s | -0.164 1.000 0.016 0.030 -0.017 -0.019 -0.004 -0.046 0.620 0.006 -0.015 -0.061 0.061 0.021 0.012 0.053 0.013 0.012 -0.042 0.194 -0.001 0.036 -0.433 -0.013 | -| p4040_p | 0.101 0.016 1.000 -0.102 0.366 0.003 0.013 -0.346 0.008 0.248 -0.013 0.015 -0.010 0.253 0.307 0.009 0.370 0.117 -0.189 -0.006 0.324 0.030 -0.030 -0.229 | -| DDstar_p | 0.174 0.030 -0.102 1.000 -0.329 -0.011 0.129 -0.680 0.008 -0.208 0.016 -0.161 -0.017 0.069 -0.212 0.014 -0.347 0.027 -0.309 0.032 -0.016 0.508 -0.066 -0.033 | -| jpsi_p | 0.070 -0.017 0.366 -0.329 1.000 0.002 -0.031 -0.205 -0.004 0.219 -0.106 0.247 -0.025 0.360 0.289 -0.003 0.474 0.287 0.013 -0.087 -0.004 -0.174 0.028 -0.085 | -| phi_p | 0.027 -0.019 0.003 -0.011 0.002 1.000 -0.000 0.008 -0.004 -0.002 0.005 -0.028 0.096 0.002 0.007 0.446 0.001 0.000 0.011 -0.038 0.010 0.002 0.016 0.008 | -| DDstar_s | -0.019 -0.004 0.013 0.129 -0.031 -0.000 1.000 -0.125 -0.002 0.028 -0.014 0.042 -0.003 0.048 -0.034 0.000 -0.007 0.013 -0.084 -0.007 -0.021 0.076 0.009 -0.041 | -| Dbar_p | -0.260 -0.046 -0.346 -0.680 -0.205 0.008 -0.125 1.000 -0.017 -0.007 0.070 0.093 0.056 -0.455 -0.152 -0.042 -0.154 -0.376 0.537 -0.040 -0.065 -0.616 0.091 0.099 | -| omega_p | -0.049 0.620 0.008 0.008 -0.004 -0.004 -0.002 -0.017 1.000 0.002 -0.005 -0.018 -0.100 0.009 0.006 0.019 0.007 0.005 -0.014 0.058 0.000 0.011 0.001 -0.004 | -| p3770_p | -0.075 0.006 0.248 -0.208 0.219 -0.002 0.028 -0.007 0.002 1.000 -0.072 0.003 -0.008 -0.116 0.194 0.003 0.315 0.138 0.268 0.059 0.004 -0.104 -0.018 -0.122 | -| p4415_s | -0.084 -0.015 -0.013 0.016 -0.106 0.005 -0.014 0.070 -0.005 -0.072 1.000 0.096 0.023 -0.032 -0.196 -0.016 -0.117 -0.020 0.031 -0.033 0.306 0.137 0.032 0.155 | -| bplus_2 | -0.100 -0.061 0.015 -0.161 0.247 -0.028 0.042 0.093 -0.018 0.003 0.096 1.000 -0.273 0.040 -0.125 0.103 0.048 -0.022 0.157 -0.098 -0.085 -0.580 0.120 -0.016 | -| rho_p | -0.010 0.061 -0.010 -0.017 -0.025 0.096 -0.003 0.056 -0.100 -0.008 0.023 -0.273 1.000 -0.011 0.024 0.062 -0.030 -0.017 0.046 -0.017 0.062 0.067 0.081 0.048 | -| p3770_s | 0.089 0.021 0.253 0.069 0.360 0.002 0.048 -0.455 0.009 -0.116 -0.032 0.040 -0.011 1.000 0.184 0.010 0.228 0.007 -0.224 0.008 0.070 0.164 -0.041 0.058 | -| p4415_p | 0.102 0.012 0.307 -0.212 0.289 0.007 -0.034 -0.152 0.006 0.194 -0.196 -0.125 0.024 0.184 1.000 -0.008 0.496 0.111 -0.135 -0.016 -0.126 -0.007 -0.022 -0.256 | -| phi_s | -0.086 0.053 0.009 0.014 -0.003 0.446 0.000 -0.042 0.019 0.003 -0.016 0.103 0.062 0.010 -0.008 1.000 0.019 0.011 -0.034 0.103 -0.031 -0.025 -0.040 -0.027 | -| p4160_p | 0.055 0.013 0.370 -0.347 0.474 0.001 -0.007 -0.154 0.007 0.315 -0.117 0.048 -0.030 0.228 0.496 0.019 1.000 0.156 -0.026 0.019 -0.062 -0.206 -0.024 -0.449 | -| psi2s_p | 0.081 0.012 0.117 0.027 0.287 0.000 0.013 -0.376 0.005 0.138 -0.020 -0.022 -0.017 0.007 0.111 0.011 0.156 1.000 -0.179 0.006 -0.007 0.363 -0.023 -0.002 | -| Dbar_s | -0.220 -0.042 -0.189 -0.309 0.013 0.011 -0.084 0.537 -0.014 0.268 0.031 0.157 0.046 -0.224 -0.135 -0.034 -0.026 -0.179 1.000 -0.056 -0.120 -0.482 0.086 -0.027 | -| bplus_0 | -0.915 0.194 -0.006 0.032 -0.087 -0.038 -0.007 -0.040 0.058 0.059 -0.033 -0.098 -0.017 0.008 -0.016 0.103 0.019 0.006 -0.056 1.000 -0.040 0.038 -0.396 -0.045 | -| p4160_s | 0.012 -0.001 0.324 -0.016 -0.004 0.010 -0.021 -0.065 0.000 0.004 0.306 -0.085 0.062 0.070 -0.126 -0.031 -0.062 -0.007 -0.120 -0.040 1.000 0.210 0.004 -0.072 | -| Ctt | 0.205 0.036 0.030 0.508 -0.174 0.002 0.076 -0.616 0.011 -0.104 0.137 -0.580 0.067 0.164 -0.007 -0.025 -0.206 0.363 -0.482 0.038 0.210 1.000 -0.079 0.210 | -| rho_s | 0.326 -0.433 -0.030 -0.066 0.028 0.016 0.009 0.091 0.001 -0.018 0.032 0.120 0.081 -0.041 -0.022 -0.040 -0.024 -0.023 0.086 -0.396 0.004 -0.079 1.000 0.027 | -| p4040_s | -0.041 -0.013 -0.229 -0.033 -0.085 0.008 -0.041 0.099 -0.004 -0.122 0.155 -0.016 0.048 0.058 -0.256 -0.027 -0.449 -0.002 -0.027 -0.045 -0.072 0.210 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05821306964425643}), (, {'error': 1.491635380618836}), (, {'error': 0.2135504053749253}), (, {'error': 0.6573339219181698}), (, {'error': 0.03238047969582558}), (, {'error': 0.18128188376664411}), (, {'error': 0.058820414349368966}), (, {'error': 0.8164201104312276}), (, {'error': 0.3469643677276424}), (, {'error': 0.1156960042671491}), (, {'error': 0.18971873600747186}), (, {'error': 0.08119189133053051}), (, {'error': 0.3533076392181753}), (, {'error': 0.2676976911766171}), (, {'error': 0.22174367971314646}), (, {'error': 0.9833956699960495}), (, {'error': 0.13208435261739448}), (, {'error': 0.036186469316404235}), (, {'error': 0.49211990408839823}), (, {'error': 0.02710413427447822}), (, {'error': 0.1636351896738154}), (, {'error': 0.23204832058355662}), (, {'error': 0.3570881107189571}), (, {'error': 0.17328924169462295})]) -Toy 15/25 -Time taken: 1 h, 8 min -Projected time left: 45 min, 50 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1372 (1372 total) | -| EDM = 9.38E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297191.4377805033 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 8.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 2.92 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.569 | 0.028 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -0.38 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.18 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.39 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.48 | 0.09 | | | -2 | 2 | | -| 12| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.94 | 0.24 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -1.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.415 | 0.030 | | | -2 | 2 | | -| 20| p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -1.28 | 0.21 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.87 | 0.18 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.197 0.143 0.203 0.187 0.027 0.017 0.081 -0.052 -0.068 0.042 0.152 -0.104 0.025 0.123 -0.099 -0.003 0.082 0.005 -0.948 0.004 0.051 0.379 -0.065 | -| omega_s | -0.197 1.000 0.002 0.031 -0.024 -0.035 0.003 0.016 0.695 0.010 -0.006 -0.082 0.191 0.008 0.008 0.050 0.000 0.003 0.002 0.216 0.001 0.008 -0.367 -0.005 | -| p4040_p | 0.143 0.002 1.000 0.296 0.151 0.008 -0.001 0.232 0.008 0.024 0.158 -0.105 0.043 0.183 -0.045 -0.024 -0.004 -0.018 0.006 -0.063 -0.007 0.096 0.003 -0.162 | -| DDstar_p | 0.203 0.031 0.296 1.000 0.443 0.001 0.016 -0.163 0.008 -0.023 0.088 -0.004 -0.015 0.074 0.120 0.021 -0.006 0.173 -0.021 0.003 0.011 -0.178 -0.067 -0.106 | -| jpsi_p | 0.187 -0.024 0.151 0.443 1.000 -0.001 -0.029 0.160 -0.013 -0.019 -0.072 0.320 -0.035 0.192 0.098 -0.009 -0.002 0.108 -0.050 -0.144 0.011 -0.390 0.024 -0.192 | -| phi_p | 0.027 -0.035 0.008 0.001 -0.001 1.000 -0.001 -0.001 -0.008 -0.010 0.009 -0.016 0.073 0.000 0.004 0.494 -0.000 0.002 -0.002 -0.032 -0.000 0.006 0.039 0.003 | -| DDstar_s | 0.017 0.003 -0.001 0.016 -0.029 -0.001 1.000 -0.010 0.000 -0.031 0.015 -0.025 -0.001 -0.026 0.002 0.002 -0.000 -0.007 -0.003 0.007 -0.001 0.007 -0.008 0.015 | -| Dbar_p | 0.081 0.016 0.232 -0.163 0.160 -0.001 -0.010 1.000 0.004 -0.063 0.044 -0.014 -0.012 0.267 0.085 0.014 -0.004 0.260 0.024 0.014 0.006 0.353 -0.036 -0.130 | -| omega_p | -0.052 0.695 0.008 0.008 -0.013 -0.008 0.000 0.004 1.000 -0.004 0.008 -0.053 0.034 0.002 0.006 0.024 -0.000 0.003 -0.000 0.056 0.000 0.016 -0.024 0.004 | -| p3770_p | -0.068 0.010 0.024 -0.023 -0.019 -0.010 -0.031 -0.063 -0.004 1.000 -0.043 0.033 -0.029 -0.160 0.080 0.018 -0.000 0.081 -0.054 0.075 0.005 -0.125 -0.035 -0.182 | -| p4415_s | 0.042 -0.006 0.158 0.088 -0.072 0.009 0.015 0.044 0.008 -0.043 1.000 -0.204 0.064 -0.003 -0.066 -0.036 -0.004 0.055 0.012 -0.038 0.006 0.292 0.023 0.001 | -| bplus_2 | 0.152 -0.082 -0.105 -0.004 0.320 -0.016 -0.025 -0.014 -0.053 0.033 -0.204 1.000 -0.267 0.114 -0.140 0.071 0.003 -0.117 -0.021 -0.307 0.003 -0.719 0.114 -0.179 | -| rho_p | -0.104 0.191 0.043 -0.015 -0.035 0.073 -0.001 -0.012 0.034 -0.029 0.064 -0.267 1.000 -0.001 0.025 0.083 -0.001 0.017 -0.003 0.101 -0.001 0.112 0.100 0.042 | -| p3770_s | 0.025 0.008 0.183 0.074 0.192 0.000 -0.026 0.267 0.002 -0.160 -0.003 0.114 -0.001 1.000 0.061 0.001 -0.002 -0.379 -0.019 -0.004 0.006 -0.177 -0.020 -0.069 | -| p4415_p | 0.123 0.008 -0.045 0.120 0.098 0.004 0.002 0.085 0.006 0.080 -0.066 -0.140 0.025 0.061 1.000 -0.009 0.004 -0.020 0.007 -0.021 0.008 -0.078 -0.012 -0.185 | -| phi_s | -0.099 0.050 -0.024 0.021 -0.009 0.494 0.002 0.014 0.024 0.018 -0.036 0.071 0.083 0.001 -0.009 1.000 0.001 -0.010 0.003 0.105 0.001 -0.055 -0.021 -0.023 | -| p4160_p | -0.003 0.000 -0.004 -0.006 -0.002 -0.000 -0.000 -0.004 -0.000 -0.000 -0.004 0.003 -0.001 -0.002 0.004 0.001 1.000 -0.000 -0.000 0.002 -0.002 -0.003 -0.000 0.009 | -| psi2s_p | 0.082 0.003 -0.018 0.173 0.108 0.002 -0.007 0.260 0.003 0.081 0.055 -0.117 0.017 -0.379 -0.020 -0.010 -0.000 1.000 -0.007 -0.013 -0.001 0.316 -0.008 0.123 | -| Dbar_s | 0.005 0.002 0.006 -0.021 -0.050 -0.002 -0.003 0.024 -0.000 -0.054 0.012 -0.021 -0.003 -0.019 0.007 0.003 -0.000 -0.007 1.000 0.010 -0.001 0.035 -0.006 0.010 | -| bplus_0 | -0.948 0.216 -0.063 0.003 -0.144 -0.032 0.007 0.014 0.056 0.075 -0.038 -0.307 0.101 -0.004 -0.021 0.105 0.002 -0.013 0.010 1.000 -0.000 0.048 -0.429 0.016 | -| p4160_s | 0.004 0.001 -0.007 0.011 0.011 -0.000 -0.001 0.006 0.000 0.005 0.006 0.003 -0.001 0.006 0.008 0.001 -0.002 -0.001 -0.001 -0.000 1.000 -0.012 -0.002 -0.012 | -| Ctt | 0.051 0.008 0.096 -0.178 -0.390 0.006 0.007 0.353 0.016 -0.125 0.292 -0.719 0.112 -0.177 -0.078 -0.055 -0.003 0.316 0.035 0.048 -0.012 1.000 -0.005 0.368 | -| rho_s | 0.379 -0.367 0.003 -0.067 0.024 0.039 -0.008 -0.036 -0.024 -0.035 0.023 0.114 0.100 -0.020 -0.012 -0.021 -0.000 -0.008 -0.006 -0.429 -0.002 -0.005 1.000 0.018 | -| p4040_s | -0.065 -0.005 -0.162 -0.106 -0.192 0.003 0.015 -0.130 0.004 -0.182 0.001 -0.179 0.042 -0.069 -0.185 -0.023 0.009 0.123 0.010 0.016 -0.012 0.368 0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05677918494267731}), (, {'error': 1.3772833705205212}), (, {'error': 0.18441516031742733}), (, {'error': 0.40611843803756686}), (, {'error': 0.02829788971493441}), (, {'error': 0.19438771687616407}), (, {'error': 0.022708231169433934}), (, {'error': 0.3562420987630288}), (, {'error': 0.30366625553673066}), (, {'error': 0.10474931116696196}), (, {'error': 0.19440713382462776}), (, {'error': 0.08603479680867498}), (, {'error': 0.41763133092036586}), (, {'error': 0.23604849568415953}), (, {'error': 0.5049648594821705}), (, {'error': 1.0297348348116078}), (, {'error': 0.010630284442827875}), (, {'error': 0.03286489330431852}), (, {'error': 0.022759034866676964}), (, {'error': 0.03046996702169691}), (, {'error': 0.015777085184540518}), (, {'error': 0.21434081051035125}), (, {'error': 0.362182852275814}), (, {'error': 0.17593437352571978})]) -Toy 16/25 -Time taken: 1 h, 14 min -Projected time left: 41 min, 51 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1300 (1300 total) | -| EDM = 0.000182 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297430.4337363609 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 1 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 3.97 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.666 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.64 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.96 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.17 | 0.08 | | | -2 | 2 | | -| 12| rho_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.18 | 0.23 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.04 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.16 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.428 | 0.017 | | | -2 | 2 | | -| 20| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.38 | 0.22 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.86 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.013 -0.018 0.446 0.066 -0.002 0.008 0.197 -0.095 0.159 0.114 -0.387 0.018 0.066 -0.135 0.021 -0.005 0.008 0.002 -0.799 -0.025 -0.194 -0.158 -0.032 | -| omega_s | 0.013 1.000 0.002 -0.007 0.001 0.009 -0.000 -0.002 -0.321 -0.003 -0.001 0.018 0.005 0.002 0.005 -0.009 0.001 0.002 -0.000 -0.022 0.004 0.006 -0.062 0.004 | -| p4040_p | -0.018 0.002 1.000 0.087 -0.104 -0.006 0.030 -0.059 -0.002 0.150 -0.015 -0.057 0.001 -0.061 0.151 -0.008 0.268 -0.223 0.022 0.019 0.281 -0.294 -0.002 -0.243 | -| DDstar_p | 0.446 -0.007 0.087 1.000 0.102 0.003 0.041 -0.131 0.037 0.260 -0.049 -0.310 -0.011 0.136 -0.084 0.015 0.173 -0.055 0.004 -0.016 -0.116 -0.103 0.075 -0.175 | -| jpsi_p | 0.066 0.001 -0.104 0.102 1.000 -0.006 0.063 0.227 -0.011 0.057 -0.012 0.163 -0.023 -0.052 -0.029 0.019 -0.054 -0.025 0.050 -0.074 -0.030 0.250 -0.000 -0.020 | -| phi_p | -0.002 0.009 -0.006 0.003 -0.006 1.000 0.001 0.002 0.031 0.001 -0.001 -0.015 -0.067 -0.007 -0.006 0.641 -0.005 -0.005 0.001 -0.003 -0.006 0.003 -0.010 -0.005 | -| DDstar_s | 0.008 -0.000 0.030 0.041 0.063 0.001 1.000 0.004 0.002 0.033 -0.002 -0.002 -0.000 0.029 0.028 0.001 0.051 0.027 -0.001 -0.000 0.005 -0.006 0.002 0.001 | -| Dbar_p | 0.197 -0.002 -0.059 -0.131 0.227 0.002 0.004 1.000 0.027 0.338 0.024 -0.089 0.001 -0.043 -0.092 -0.005 0.023 -0.028 0.024 0.015 -0.090 -0.332 0.045 -0.108 | -| omega_p | -0.095 -0.321 -0.002 0.037 -0.011 0.031 0.002 0.027 1.000 0.017 0.013 0.035 -0.064 0.012 0.003 0.008 -0.002 -0.001 0.001 0.158 0.017 0.018 0.673 0.011 | -| p3770_p | 0.159 -0.003 0.150 0.260 0.057 0.001 0.033 0.338 0.017 1.000 -0.075 -0.122 -0.007 -0.235 0.026 0.005 0.212 -0.010 0.038 0.023 -0.090 -0.245 0.035 -0.171 | -| p4415_s | 0.114 -0.001 -0.015 -0.049 -0.012 -0.001 -0.002 0.024 0.013 -0.075 1.000 -0.076 0.001 0.012 -0.138 -0.005 -0.088 0.027 -0.001 0.011 0.326 0.200 0.022 0.196 | -| bplus_2 | -0.387 0.018 -0.057 -0.310 0.163 -0.015 -0.002 -0.089 0.035 -0.122 -0.076 1.000 0.063 -0.112 0.202 -0.105 -0.067 0.014 0.002 0.039 0.145 0.694 0.012 0.126 | -| rho_p | 0.018 0.005 0.001 -0.011 -0.023 -0.067 -0.000 0.001 -0.064 -0.007 0.001 0.063 1.000 0.003 0.013 -0.034 -0.003 -0.001 0.000 -0.026 0.015 0.025 0.039 0.012 | -| p3770_s | 0.066 0.002 -0.061 0.136 -0.052 -0.007 0.029 -0.043 0.012 -0.235 0.012 -0.112 0.003 1.000 -0.025 -0.016 -0.014 -0.428 0.027 0.044 0.004 -0.173 0.019 0.088 | -| p4415_p | -0.135 0.005 0.151 -0.084 -0.029 -0.006 0.028 -0.092 0.003 0.026 -0.138 0.202 0.013 -0.025 1.000 -0.027 0.276 -0.098 0.014 0.027 -0.163 -0.008 -0.004 -0.196 | -| phi_s | 0.021 -0.009 -0.008 0.015 0.019 0.641 0.001 -0.005 0.008 0.005 -0.005 -0.105 -0.034 -0.016 -0.027 1.000 -0.003 -0.005 0.000 -0.026 -0.030 -0.035 -0.039 -0.025 | -| p4160_p | -0.005 0.001 0.268 0.173 -0.054 -0.005 0.051 0.023 -0.002 0.212 -0.088 -0.067 -0.003 -0.014 0.276 -0.003 1.000 -0.158 0.031 0.018 -0.187 -0.389 0.000 -0.558 | -| psi2s_p | 0.008 0.002 -0.223 -0.055 -0.025 -0.005 0.027 -0.028 -0.001 -0.010 0.027 0.014 -0.001 -0.428 -0.098 -0.005 -0.158 1.000 0.027 -0.009 -0.066 0.197 0.000 -0.015 | -| Dbar_s | 0.002 -0.000 0.022 0.004 0.050 0.001 -0.001 0.024 0.001 0.038 -0.001 0.002 0.000 0.027 0.014 0.000 0.031 0.027 1.000 0.001 0.001 0.002 0.001 -0.002 | -| bplus_0 | -0.799 -0.022 0.019 -0.016 -0.074 -0.003 -0.000 0.015 0.158 0.023 0.011 0.039 -0.026 0.044 0.027 -0.026 0.018 -0.009 0.001 1.000 0.038 -0.008 0.277 0.023 | -| p4160_s | -0.025 0.004 0.281 -0.116 -0.030 -0.006 0.005 -0.090 0.017 -0.090 0.326 0.145 0.015 0.004 -0.163 -0.030 -0.187 -0.066 0.001 0.038 1.000 0.268 0.018 0.112 | -| Ctt | -0.194 0.006 -0.294 -0.103 0.250 0.003 -0.006 -0.332 0.018 -0.245 0.200 0.694 0.025 -0.173 -0.008 -0.035 -0.389 0.197 0.002 -0.008 0.268 1.000 0.007 0.346 | -| rho_s | -0.158 -0.062 -0.002 0.075 -0.000 -0.010 0.002 0.045 0.673 0.035 0.022 0.012 0.039 0.019 -0.004 -0.039 0.000 0.000 0.001 0.277 0.018 0.007 1.000 0.009 | -| p4040_s | -0.032 0.004 -0.243 -0.175 -0.020 -0.005 0.001 -0.108 0.011 -0.171 0.196 0.126 0.012 0.088 -0.196 -0.025 -0.558 -0.015 -0.002 0.023 0.112 0.346 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.038232152333344316}), (, {'error': 3.7504702029946904}), (, {'error': 0.21582549805218498}), (, {'error': 0.3470389132721481}), (, {'error': 0.026316240629831622}), (, {'error': 0.1923484346401696}), (, {'error': 0.022368722263370916}), (, {'error': 0.3205745411850969}), (, {'error': 0.25222456156645334}), (, {'error': 0.10053267262420995}), (, {'error': 0.19296754142531986}), (, {'error': 0.07925996285576564}), (, {'error': 0.18908850659657395}), (, {'error': 0.22827098255056288}), (, {'error': 0.19717683296837585}), (, {'error': 1.0361107503862161}), (, {'error': 0.10161136766611634}), (, {'error': 0.031699908765783213}), (, {'error': 0.017303956579388047}), (, {'error': 0.017223179178109893}), (, {'error': 0.16687083807262915}), (, {'error': 0.21768749074388566}), (, {'error': 0.38557480453158427}), (, {'error': 0.17364905674234316})]) -Toy 17/25 -Time taken: 1 h, 20 min -Projected time left: 37 min, 36 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1906 (1906 total) | -| EDM = 0.000297 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297079.7222452165 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.89 | 0.07 | | | -2 | 2 | | -| 1 | omega_s | 5.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 4.13 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.701 | 0.023 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.72 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.04 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | 3.88 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.20 | 0.20 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.26 | 0.10 | | | -2 | 2 | | -| 12| rho_p | 5.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.39 | 0.23 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.31 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -1.85 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.916 | 0.031 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 20| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.66 | 0.20 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.80 | 0.18 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.149 0.037 -0.122 -0.018 0.020 -0.010 -0.003 -0.039 -0.067 -0.031 0.009 0.012 -0.017 0.082 -0.096 0.034 0.034 0.010 -0.933 0.012 0.033 0.314 0.033 | -| omega_s | -0.149 1.000 0.003 -0.052 -0.009 -0.102 -0.003 -0.000 0.561 -0.002 -0.010 -0.071 0.054 -0.001 0.015 -0.004 0.008 -0.001 0.007 0.167 0.002 0.013 -0.438 0.000 | -| p4040_p | 0.037 0.003 1.000 -0.031 -0.063 -0.006 0.019 0.015 0.001 0.180 0.015 -0.002 0.008 -0.050 0.148 -0.009 0.201 -0.200 0.062 -0.005 0.314 -0.279 -0.010 -0.204 | -| DDstar_p | -0.122 -0.052 -0.031 1.000 -0.097 0.005 0.044 0.008 -0.016 0.184 -0.028 0.283 0.016 0.047 -0.182 -0.023 -0.021 -0.145 0.087 -0.174 -0.083 -0.083 0.118 -0.180 | -| jpsi_p | -0.018 -0.009 -0.063 -0.097 1.000 0.016 0.053 0.046 -0.006 -0.067 -0.021 -0.190 -0.092 -0.061 0.032 0.046 -0.039 -0.005 -0.006 0.111 -0.001 0.299 -0.002 0.018 | -| phi_p | 0.020 -0.102 -0.006 0.005 0.016 1.000 0.001 0.000 -0.018 0.006 -0.005 0.077 -0.213 -0.011 -0.018 0.594 -0.002 -0.004 0.002 -0.017 -0.021 -0.025 0.120 -0.016 | -| DDstar_s | -0.010 -0.003 0.019 0.044 0.053 0.001 1.000 -0.001 -0.000 0.035 -0.003 0.015 0.001 0.026 0.013 -0.001 0.038 0.017 0.000 -0.008 0.000 -0.010 0.006 -0.007 | -| Dbar_p | -0.003 -0.000 0.015 0.008 0.046 0.000 -0.001 1.000 0.000 0.035 -0.001 0.002 0.001 0.024 0.009 -0.001 0.024 0.024 0.020 -0.001 -0.000 0.000 0.000 -0.003 | -| omega_p | -0.039 0.561 0.001 -0.016 -0.006 -0.018 -0.000 0.000 1.000 -0.001 -0.003 -0.016 -0.154 -0.001 0.004 0.018 0.002 -0.001 0.002 0.044 -0.000 0.002 -0.055 -0.000 | -| p3770_p | -0.067 -0.002 0.180 0.184 -0.067 0.006 0.035 0.035 -0.001 1.000 -0.091 0.082 -0.029 -0.207 0.065 0.016 0.186 -0.017 -0.054 0.035 -0.042 -0.200 0.002 -0.146 | -| p4415_s | -0.031 -0.010 0.015 -0.028 -0.021 -0.005 -0.003 -0.001 -0.003 -0.091 1.000 0.049 0.023 0.017 -0.123 -0.018 -0.062 0.027 -0.013 -0.045 0.318 0.230 0.020 0.178 | -| bplus_2 | 0.009 -0.071 -0.002 0.283 -0.190 0.077 0.015 0.002 -0.016 0.082 0.049 1.000 -0.244 0.048 -0.241 0.117 -0.012 -0.051 -0.016 -0.215 -0.167 -0.675 0.177 -0.129 | -| rho_p | 0.012 0.054 0.008 0.016 -0.092 -0.213 0.001 0.001 -0.154 -0.029 0.023 -0.244 1.000 0.028 0.049 -0.148 -0.010 0.006 -0.012 -0.028 0.075 0.111 0.078 0.057 | -| p3770_s | -0.017 -0.001 -0.050 0.047 -0.061 -0.011 0.026 0.024 -0.001 -0.207 0.017 0.048 0.028 1.000 -0.008 -0.024 -0.022 -0.463 0.070 -0.020 0.020 -0.148 -0.003 0.102 | -| p4415_p | 0.082 0.015 0.148 -0.182 0.032 -0.018 0.013 0.009 0.004 0.065 -0.123 -0.241 0.049 -0.008 1.000 -0.029 0.300 -0.062 0.049 0.018 -0.142 -0.032 -0.039 -0.181 | -| phi_s | -0.096 -0.004 -0.009 -0.023 0.046 0.594 -0.001 -0.001 0.018 0.016 -0.018 0.117 -0.148 -0.024 -0.029 1.000 0.005 -0.007 0.009 0.108 -0.048 -0.057 -0.011 -0.038 | -| p4160_p | 0.034 0.008 0.201 -0.021 -0.039 -0.002 0.038 0.024 0.002 0.186 -0.062 -0.012 -0.010 -0.022 0.300 0.005 1.000 -0.132 0.046 0.029 -0.115 -0.365 -0.020 -0.512 | -| psi2s_p | 0.034 -0.001 -0.200 -0.145 -0.005 -0.004 0.017 0.024 -0.001 -0.017 0.027 -0.051 0.006 -0.463 -0.062 -0.007 -0.132 1.000 0.055 -0.008 -0.055 0.226 -0.001 0.009 | -| Dbar_s | 0.010 0.007 0.062 0.087 -0.006 0.002 0.000 0.020 0.002 -0.054 -0.013 -0.016 -0.012 0.070 0.049 0.009 0.046 0.055 1.000 0.029 0.024 0.131 -0.015 0.025 | -| bplus_0 | -0.933 0.167 -0.005 -0.174 0.111 -0.017 -0.008 -0.001 0.044 0.035 -0.045 -0.215 -0.028 -0.020 0.018 0.108 0.029 -0.008 0.029 1.000 -0.029 0.043 -0.362 -0.037 | -| p4160_s | 0.012 0.002 0.314 -0.083 -0.001 -0.021 0.000 -0.000 -0.000 -0.042 0.318 -0.167 0.075 0.020 -0.142 -0.048 -0.115 -0.055 0.024 -0.029 1.000 0.254 -0.013 0.046 | -| Ctt | 0.033 0.013 -0.279 -0.083 0.299 -0.025 -0.010 0.000 0.002 -0.200 0.230 -0.675 0.111 -0.148 -0.032 -0.057 -0.365 0.226 0.131 0.043 0.254 1.000 -0.053 0.348 | -| rho_s | 0.314 -0.438 -0.010 0.118 -0.002 0.120 0.006 0.000 -0.055 0.002 0.020 0.177 0.078 -0.003 -0.039 -0.011 -0.020 -0.001 -0.015 -0.362 -0.013 -0.053 1.000 -0.007 | -| p4040_s | 0.033 0.000 -0.204 -0.180 0.018 -0.016 -0.007 -0.003 -0.000 -0.146 0.178 -0.129 0.057 0.102 -0.181 -0.038 -0.512 0.009 0.025 -0.037 0.046 0.348 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07104117098155305}), (, {'error': 1.1456526673437515}), (, {'error': 0.22676227657000325}), (, {'error': 0.3431423552248347}), (, {'error': 0.023300218940811135}), (, {'error': 0.16885129418021583}), (, {'error': 0.02426978783755407}), (, {'error': 0.061682132902174835}), (, {'error': 0.30514028501466495}), (, {'error': 0.0912103098573569}), (, {'error': 0.19872196566095346}), (, {'error': 0.09790303412805446}), (, {'error': 0.31713504060672637}), (, {'error': 0.2325840494976501}), (, {'error': 0.17896728699416542}), (, {'error': 1.071882616797522}), (, {'error': 0.09471312202032767}), (, {'error': 0.030988565598621065}), (, {'error': 0.09965254138266968}), (, {'error': 0.03970116688556247}), (, {'error': 0.17157207826598664}), (, {'error': 0.19695655289026015}), (, {'error': 0.3167076738258056}), (, {'error': 0.1771232044979606})]) -Toy 18/25 -Time taken: 1 h, 27 min -Projected time left: 33 min, 50 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1073 (1073 total) | -| EDM = 4.41E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297359.9456105178 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.90 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | 3.61 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -6.3 | 1.5 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.691 | 0.032 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -2.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.76 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.97 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.27 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.18 | 0.08 | | | -2 | 2 | | -| 12| rho_p | -0.40 | 0.29 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.75 | 0.27 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.36 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 3.92 | 0.12 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.450 | 0.030 | | | -2 | 2 | | -| 20| p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| Ctt | 0.04 | 0.20 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 1.18 | 0.17 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.012 0.103 0.050 0.123 -0.002 -0.037 -0.170 0.162 -0.027 -0.092 -0.093 -0.028 0.071 0.120 -0.110 0.106 0.067 -0.142 -0.942 -0.009 0.126 0.282 -0.021 | -| omega_s | -0.012 1.000 0.002 0.001 -0.002 0.001 -0.000 -0.006 0.266 0.001 -0.002 0.009 0.004 0.002 0.000 0.016 0.003 0.001 -0.004 0.014 -0.003 -0.002 -0.009 -0.003 | -| p4040_p | 0.103 0.002 1.000 -0.000 0.397 -0.000 0.032 -0.535 -0.020 0.288 -0.071 0.021 -0.019 0.265 0.361 0.013 0.478 0.145 -0.198 0.022 0.259 0.047 -0.039 -0.220 | -| DDstar_p | 0.050 0.001 -0.000 1.000 -0.098 0.000 0.065 -0.442 -0.011 -0.023 -0.019 -0.008 -0.009 0.086 -0.103 0.009 -0.102 0.043 -0.177 0.011 -0.034 0.274 -0.018 -0.052 | -| jpsi_p | 0.123 -0.002 0.397 -0.098 1.000 -0.003 0.010 -0.552 -0.006 0.193 -0.123 0.209 -0.037 0.420 0.291 -0.002 0.448 0.328 -0.105 -0.058 -0.033 -0.014 -0.011 -0.061 | -| phi_p | -0.002 0.001 -0.000 0.000 -0.003 1.000 -0.000 -0.000 0.011 -0.001 0.000 -0.009 0.038 0.000 0.001 0.227 -0.001 -0.000 -0.000 0.001 0.002 0.003 0.005 0.001 | -| DDstar_s | -0.037 -0.000 0.032 0.065 0.010 -0.000 1.000 -0.055 0.008 0.058 -0.013 0.063 -0.002 0.040 -0.010 -0.002 0.034 0.010 -0.044 -0.017 -0.022 0.015 0.016 -0.037 | -| Dbar_p | -0.170 -0.006 -0.535 -0.442 -0.552 -0.000 -0.055 1.000 0.035 -0.236 0.143 -0.059 0.056 -0.550 -0.357 -0.040 -0.505 -0.460 0.449 -0.040 -0.011 -0.456 0.061 0.074 | -| omega_p | 0.162 0.266 -0.020 -0.011 -0.006 0.011 0.008 0.035 1.000 -0.019 0.020 -0.019 0.038 -0.016 -0.008 -0.035 -0.027 -0.011 0.035 -0.184 0.020 0.001 0.565 0.023 | -| p3770_p | -0.027 0.001 0.288 -0.023 0.193 -0.001 0.058 -0.236 -0.019 1.000 -0.088 -0.036 -0.015 -0.078 0.201 0.012 0.300 0.181 0.156 0.076 -0.012 0.034 -0.038 -0.100 | -| p4415_s | -0.092 -0.002 -0.071 -0.019 -0.123 0.000 -0.013 0.143 0.020 -0.088 1.000 0.117 0.017 -0.050 -0.231 -0.017 -0.135 -0.032 0.066 -0.042 0.318 0.126 0.036 0.191 | -| bplus_2 | -0.093 0.009 0.021 -0.008 0.209 -0.009 0.063 -0.059 -0.019 -0.036 0.117 1.000 -0.290 0.063 -0.132 0.115 0.001 -0.004 0.072 -0.050 -0.062 -0.548 0.018 -0.021 | -| rho_p | -0.028 0.004 -0.019 -0.009 -0.037 0.038 -0.002 0.056 0.038 -0.015 0.017 -0.290 1.000 -0.008 0.021 0.056 -0.031 -0.016 0.036 0.008 0.061 0.088 0.225 0.049 | -| p3770_s | 0.071 0.002 0.265 0.086 0.420 0.000 0.040 -0.550 -0.016 -0.078 -0.050 0.063 -0.008 1.000 0.220 0.006 0.287 0.026 -0.216 0.016 0.045 0.169 -0.033 0.082 | -| p4415_p | 0.120 0.000 0.361 -0.103 0.291 0.001 -0.010 -0.357 -0.008 0.201 -0.231 -0.132 0.021 0.220 1.000 -0.007 0.492 0.137 -0.178 -0.000 -0.176 0.085 -0.024 -0.238 | -| phi_s | -0.110 0.016 0.013 0.009 -0.002 0.227 -0.002 -0.040 -0.035 0.012 -0.017 0.115 0.056 0.006 -0.007 1.000 0.022 0.009 -0.031 0.125 -0.036 -0.036 -0.040 -0.032 | -| p4160_p | 0.106 0.003 0.478 -0.102 0.448 -0.001 0.034 -0.505 -0.027 0.300 -0.135 0.001 -0.031 0.287 0.492 0.022 1.000 0.195 -0.145 0.046 -0.127 -0.038 -0.050 -0.453 | -| psi2s_p | 0.067 0.001 0.145 0.043 0.328 -0.000 0.010 -0.460 -0.011 0.181 -0.032 -0.004 -0.016 0.026 0.137 0.009 0.195 1.000 -0.175 0.014 -0.019 0.404 -0.022 -0.008 | -| Dbar_s | -0.142 -0.004 -0.198 -0.177 -0.105 -0.000 -0.044 0.449 0.035 0.156 0.066 0.072 0.036 -0.216 -0.178 -0.031 -0.145 -0.175 1.000 -0.060 -0.067 -0.381 0.061 -0.047 | -| bplus_0 | -0.942 0.014 0.022 0.011 -0.058 0.001 -0.017 -0.040 -0.184 0.076 -0.042 -0.050 0.008 0.016 -0.000 0.125 0.046 0.014 -0.060 1.000 -0.050 0.019 -0.326 -0.059 | -| p4160_s | -0.009 -0.003 0.259 -0.034 -0.033 0.002 -0.022 -0.011 0.020 -0.012 0.318 -0.062 0.061 0.045 -0.176 -0.036 -0.127 -0.019 -0.067 -0.050 1.000 0.226 0.024 0.073 | -| Ctt | 0.126 -0.002 0.047 0.274 -0.014 0.003 0.015 -0.456 0.001 0.034 0.126 -0.548 0.088 0.169 0.085 -0.036 -0.038 0.404 -0.381 0.019 0.226 1.000 -0.023 0.251 | -| rho_s | 0.282 -0.009 -0.039 -0.018 -0.011 0.005 0.016 0.061 0.565 -0.038 0.036 0.018 0.225 -0.033 -0.024 -0.040 -0.050 -0.022 0.061 -0.326 0.024 -0.023 1.000 0.033 | -| p4040_s | -0.021 -0.003 -0.220 -0.052 -0.061 0.001 -0.037 0.074 0.023 -0.100 0.191 -0.021 0.049 0.082 -0.238 -0.032 -0.453 -0.008 -0.047 -0.059 0.073 0.251 0.033 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.061012863207916546}), (, {'error': 3.5555815741331243}), (, {'error': 0.19253218916702064}), (, {'error': 1.4751407021836593}), (, {'error': 0.031525079664713296}), (, {'error': 0.13116245055703368}), (, {'error': 0.055436227611045455}), (, {'error': 0.6871876573245248}), (, {'error': 0.188958364389177}), (, {'error': 0.11008149724446215}), (, {'error': 0.19236829242668452}), (, {'error': 0.08256858097566933}), (, {'error': 0.28640706279956163}), (, {'error': 0.27472914834464035}), (, {'error': 0.18867047798511805}), (, {'error': 0.8781095308636537}), (, {'error': 0.12418953664244636}), (, {'error': 0.036422686265094484}), (, {'error': 0.4655071919559988}), (, {'error': 0.03005919799089296}), (, {'error': 0.16764129617991186}), (, {'error': 0.19874683217975353}), (, {'error': 0.3299578735127724}), (, {'error': 0.1699234911309})]) -Toy 19/25 -Time taken: 1 h, 32 min -Projected time left: 29 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1243 (1243 total) | -| EDM = 0.000119 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297290.013670488 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.71 | 0.05 | | | -2 | 2 | | -| 1 | omega_s | 7.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.17 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -4.94 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.654 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.86 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 1.96 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.61 | 0.08 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.85 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.26 | 0.08 | | | -2 | 2 | | -| 12| rho_p | 0.13 | 0.60 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.86 | 0.21 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.38 | 0.24 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 22.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.16 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.869 | 0.029 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.38 | 0.03 | | | -2 | 2 | | -| 20| p4160_s | 2.21 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.69 | 0.18 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.87 | 0.16 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.333 -0.017 0.297 -0.227 0.099 0.023 0.105 -0.051 -0.025 0.097 0.625 -0.529 0.028 -0.149 -0.109 -0.072 0.017 0.005 -0.952 -0.003 -0.404 0.410 0.019 | -| omega_s | -0.333 1.000 0.021 -0.198 0.070 -0.140 -0.016 -0.085 0.300 -0.016 -0.058 -0.264 0.548 -0.018 0.083 0.041 0.047 -0.005 -0.003 0.360 -0.010 0.152 -0.377 -0.009 | -| p4040_p | -0.017 0.021 1.000 -0.011 -0.054 -0.010 0.033 -0.058 0.003 0.124 0.028 -0.039 0.038 -0.083 0.128 -0.001 0.232 -0.185 0.027 0.046 0.287 -0.218 -0.024 -0.180 | -| DDstar_p | 0.297 -0.198 -0.011 1.000 -0.193 0.054 0.056 -0.148 -0.030 0.083 -0.038 0.389 -0.299 0.026 -0.155 -0.068 -0.065 -0.125 0.013 -0.477 -0.092 -0.151 0.253 -0.147 | -| jpsi_p | -0.227 0.070 -0.054 -0.193 1.000 -0.010 0.058 0.216 0.005 0.036 -0.039 -0.271 0.074 -0.045 0.052 0.063 -0.003 -0.015 0.054 0.267 -0.015 0.283 -0.135 -0.018 | -| phi_p | 0.099 -0.140 -0.010 0.054 -0.010 1.000 0.006 0.023 -0.033 0.006 0.013 0.105 -0.262 -0.002 -0.031 0.370 -0.017 -0.001 0.002 -0.100 -0.006 -0.049 0.007 -0.005 | -| DDstar_s | 0.023 -0.016 0.033 0.056 0.058 0.006 1.000 -0.011 -0.002 0.046 -0.006 0.033 -0.025 0.038 0.014 -0.005 0.054 0.032 -0.003 -0.039 -0.001 -0.018 0.020 -0.003 | -| Dbar_p | 0.105 -0.085 -0.058 -0.148 0.216 0.023 -0.011 1.000 -0.011 0.310 0.022 0.098 -0.108 -0.018 -0.084 -0.045 -0.006 0.018 0.027 -0.196 -0.040 -0.311 0.119 -0.067 | -| omega_p | -0.051 0.300 0.003 -0.030 0.005 -0.033 -0.002 -0.011 1.000 -0.003 -0.008 -0.047 0.039 -0.002 0.014 0.007 0.007 -0.001 -0.000 0.054 0.001 0.025 -0.068 0.000 | -| p3770_p | -0.025 -0.016 0.124 0.083 0.036 0.006 0.046 0.310 -0.003 1.000 -0.061 0.002 -0.023 -0.228 0.050 -0.005 0.136 -0.005 0.052 -0.017 -0.052 -0.168 0.014 -0.104 | -| p4415_s | 0.097 -0.058 0.028 -0.038 -0.039 0.013 -0.006 0.022 -0.008 -0.061 1.000 0.118 -0.078 0.022 -0.111 -0.031 0.040 0.015 -0.002 -0.150 0.238 0.126 0.080 0.132 | -| bplus_2 | 0.625 -0.264 -0.039 0.389 -0.271 0.105 0.033 0.098 -0.047 0.002 0.118 1.000 -0.514 0.033 -0.277 -0.001 -0.115 0.004 0.008 -0.737 -0.062 -0.681 0.265 -0.033 | -| rho_p | -0.529 0.548 0.038 -0.299 0.074 -0.262 -0.025 -0.108 0.039 -0.023 -0.078 -0.514 1.000 -0.009 0.151 0.009 0.079 -0.004 -0.004 0.558 0.016 0.277 -0.229 0.010 | -| p3770_s | 0.028 -0.018 -0.083 0.026 -0.045 -0.002 0.038 -0.018 -0.002 -0.228 0.022 0.033 -0.009 1.000 -0.016 -0.027 -0.043 -0.381 0.037 -0.050 0.030 -0.107 0.031 0.099 | -| p4415_p | -0.149 0.083 0.128 -0.155 0.052 -0.031 0.014 -0.084 0.014 0.050 -0.111 -0.277 0.151 -0.016 1.000 0.007 0.234 -0.067 0.010 0.216 -0.209 0.035 -0.091 -0.173 | -| phi_s | -0.109 0.041 -0.001 -0.068 0.063 0.370 -0.005 -0.045 0.007 -0.005 -0.031 -0.001 0.009 -0.027 0.007 1.000 0.008 -0.006 -0.001 0.127 -0.033 0.025 -0.133 -0.027 | -| p4160_p | -0.072 0.047 0.232 -0.065 -0.003 -0.017 0.054 -0.006 0.007 0.136 0.040 -0.115 0.079 -0.043 0.234 0.008 1.000 -0.123 0.037 0.119 -0.118 -0.219 -0.059 -0.451 | -| psi2s_p | 0.017 -0.005 -0.185 -0.125 -0.015 -0.001 0.032 0.018 -0.001 -0.005 0.015 0.004 -0.004 -0.381 -0.067 -0.006 -0.123 1.000 0.039 -0.011 -0.044 0.149 0.006 -0.024 | -| Dbar_s | 0.005 -0.003 0.027 0.013 0.054 0.002 -0.003 0.027 -0.000 0.052 -0.002 0.008 -0.004 0.037 0.010 -0.001 0.037 0.039 1.000 -0.007 -0.001 0.001 0.004 -0.002 | -| bplus_0 | -0.952 0.360 0.046 -0.477 0.267 -0.100 -0.039 -0.196 0.054 -0.017 -0.150 -0.737 0.558 -0.050 0.216 0.127 0.119 -0.011 -0.007 1.000 -0.020 0.460 -0.459 -0.027 | -| p4160_s | -0.003 -0.010 0.287 -0.092 -0.015 -0.006 -0.001 -0.040 0.001 -0.052 0.238 -0.062 0.016 0.030 -0.209 -0.033 -0.118 -0.044 -0.001 -0.020 1.000 0.208 0.030 0.115 | -| Ctt | -0.404 0.152 -0.218 -0.151 0.283 -0.049 -0.018 -0.311 0.025 -0.168 0.126 -0.681 0.277 -0.107 0.035 0.025 -0.219 0.149 0.001 0.460 0.208 1.000 -0.177 0.237 | -| rho_s | 0.410 -0.377 -0.024 0.253 -0.135 0.007 0.020 0.119 -0.068 0.014 0.080 0.265 -0.229 0.031 -0.091 -0.133 -0.059 0.006 0.004 -0.459 0.030 -0.177 1.000 0.027 | -| p4040_s | 0.019 -0.009 -0.180 -0.147 -0.018 -0.005 -0.003 -0.067 0.000 -0.104 0.132 -0.033 0.010 0.099 -0.173 -0.027 -0.451 -0.024 -0.002 -0.027 0.115 0.237 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0463744236509942}), (, {'error': 1.0776901057255626}), (, {'error': 0.1996778249511808}), (, {'error': 0.2977919079971256}), (, {'error': 0.023789286227764883}), (, {'error': 0.12365514615179496}), (, {'error': 0.03293740149285129}), (, {'error': 0.28326875632225157}), (, {'error': 0.2928299663606144}), (, {'error': 0.07998045914399388}), (, {'error': 0.1867918421729382}), (, {'error': 0.08466953560344082}), (, {'error': 0.6016935808979587}), (, {'error': 0.2083029851160405}), (, {'error': 0.23804092505123098}), (, {'error': 0.9118014302605193}), (, {'error': 0.09041826425298716}), (, {'error': 0.028839418129759764}), (, {'error': 0.024522480587014034}), (, {'error': 0.032060638313970435}), (, {'error': 0.16131514467030272}), (, {'error': 0.18119566615264715}), (, {'error': 0.38385530338782375}), (, {'error': 0.16032145358685446})]) -Toy 20/25 -Time taken: 1 h, 38 min -Projected time left: 24 min, 30 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1397 (1397 total) | -| EDM = 6.56E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297237.4437618119 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.78 | 0.04 | | | -2 | 2 | | -| 1 | omega_s | 8.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.753 | 0.029 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.47 | 0.16 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -3.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -6.283 | 0.028 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.57 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.26 | 0.07 | | | -2 | 2 | | -| 12| rho_p | 0.26 | 0.34 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 4.02 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.11 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.877 | 0.030 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.425 | 0.017 | | | -2 | 2 | | -| 20| p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.10 | 0.17 | | | -1.5 | 1.5 | | -| 22| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.005 | 0.021 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.013 -0.044 0.405 0.218 -0.009 -0.027 0.142 -0.052 -0.009 0.109 -0.299 0.120 0.000 -0.021 0.026 0.100 0.149 -0.016 -0.838 0.023 -0.164 -0.132 0.001 | -| omega_s | 0.013 1.000 0.011 0.001 -0.026 -0.078 0.001 -0.001 0.744 0.000 -0.004 -0.042 0.074 0.000 -0.014 0.020 -0.008 -0.011 0.001 -0.017 -0.015 -0.019 -0.018 0.000 | -| p4040_p | -0.044 0.011 1.000 -0.128 -0.063 0.013 -0.041 -0.060 -0.000 0.009 -0.114 -0.018 -0.021 -0.001 -0.052 0.030 0.039 0.135 -0.022 -0.047 -0.328 0.127 -0.040 0.005 | -| DDstar_p | 0.405 0.001 -0.128 1.000 0.288 0.010 0.037 -0.109 0.022 -0.017 -0.012 -0.258 -0.046 0.001 0.133 0.015 0.339 0.200 -0.003 0.001 -0.018 -0.139 0.051 0.009 | -| jpsi_p | 0.218 -0.026 -0.063 0.288 1.000 -0.007 0.072 0.490 -0.005 -0.019 -0.037 -0.261 -0.022 0.001 0.078 -0.030 0.264 0.255 0.023 0.071 -0.087 -0.391 0.038 0.007 | -| phi_p | -0.009 -0.078 0.013 0.010 -0.007 1.000 0.002 0.005 -0.021 -0.000 -0.006 -0.079 -0.270 0.000 -0.018 0.513 -0.002 -0.004 0.001 0.006 -0.023 -0.028 -0.139 0.001 | -| DDstar_s | -0.027 0.001 -0.041 0.037 0.072 0.002 1.000 -0.000 -0.001 -0.002 -0.003 0.010 0.000 -0.000 0.063 0.002 0.065 0.047 -0.003 -0.003 0.019 -0.014 -0.006 0.000 | -| Dbar_p | 0.142 -0.001 -0.060 -0.109 0.490 0.005 -0.000 1.000 0.009 -0.025 -0.003 -0.118 -0.007 0.002 0.068 -0.003 0.231 0.311 0.006 0.018 -0.072 -0.205 0.026 0.007 | -| omega_p | -0.052 0.744 -0.000 0.022 -0.005 -0.021 -0.001 0.009 1.000 -0.001 0.005 -0.027 -0.180 0.000 -0.002 0.020 0.005 0.006 -0.000 0.079 -0.000 -0.007 0.269 0.000 | -| p3770_p | -0.009 0.000 0.009 -0.017 -0.019 -0.000 -0.002 -0.025 -0.001 1.000 0.002 0.008 0.001 -0.001 -0.009 0.000 -0.018 -0.003 -0.001 -0.002 0.001 0.016 -0.002 -0.000 | -| p4415_s | 0.109 -0.004 -0.114 -0.012 -0.037 -0.006 -0.003 -0.003 0.005 0.002 1.000 -0.056 0.005 -0.000 -0.107 -0.014 0.017 0.031 -0.004 0.025 0.331 0.203 0.031 -0.005 | -| bplus_2 | -0.299 -0.042 -0.018 -0.258 -0.261 -0.079 0.010 -0.118 -0.027 0.008 -0.056 1.000 0.229 0.001 0.172 -0.154 -0.047 -0.047 0.003 0.007 0.149 0.710 0.138 -0.004 | -| rho_p | 0.120 0.074 -0.021 -0.046 -0.022 -0.270 0.000 -0.007 -0.180 0.001 0.005 0.229 1.000 -0.000 0.040 -0.111 -0.006 -0.003 0.000 -0.161 0.050 0.096 0.183 -0.001 | -| p3770_s | 0.000 0.000 -0.001 0.001 0.001 0.000 -0.000 0.002 0.000 -0.001 -0.000 0.001 -0.000 1.000 0.001 0.000 0.001 0.007 -0.000 -0.000 -0.000 0.003 0.000 0.000 | -| p4415_p | -0.021 -0.014 -0.052 0.133 0.078 -0.018 0.063 0.068 -0.002 -0.009 -0.107 0.172 0.040 0.001 1.000 -0.041 0.280 -0.011 0.019 0.050 -0.209 -0.034 0.052 0.014 | -| phi_s | 0.026 0.020 0.030 0.015 -0.030 0.513 0.002 -0.003 0.020 0.000 -0.014 -0.154 -0.111 0.000 -0.041 1.000 -0.012 -0.018 0.002 -0.033 -0.050 -0.065 -0.121 0.001 | -| p4160_p | 0.100 -0.008 0.039 0.339 0.264 -0.002 0.065 0.231 0.005 -0.018 0.017 -0.047 -0.006 0.001 0.280 -0.012 1.000 0.064 0.021 0.042 -0.166 -0.275 0.034 0.027 | -| psi2s_p | 0.149 -0.011 0.135 0.200 0.255 -0.004 0.047 0.311 0.006 -0.003 0.031 -0.047 -0.003 0.007 -0.011 -0.018 0.064 1.000 0.034 0.043 -0.056 0.095 0.044 -0.001 | -| Dbar_s | -0.016 0.001 -0.022 -0.003 0.023 0.001 -0.003 0.006 -0.000 -0.001 -0.004 0.003 0.000 -0.000 0.019 0.002 0.021 0.034 1.000 -0.003 0.006 0.030 -0.004 0.000 | -| bplus_0 | -0.838 -0.017 -0.047 0.001 0.071 0.006 -0.003 0.018 0.079 -0.002 0.025 0.007 -0.161 -0.000 0.050 -0.033 0.042 0.043 -0.003 1.000 0.061 0.012 0.212 -0.000 | -| p4160_s | 0.023 -0.015 -0.328 -0.018 -0.087 -0.023 0.019 -0.072 -0.000 0.001 0.331 0.149 0.050 -0.000 -0.209 -0.050 -0.166 -0.056 0.006 0.061 1.000 0.282 0.066 0.007 | -| Ctt | -0.164 -0.019 0.127 -0.139 -0.391 -0.028 -0.014 -0.205 -0.007 0.016 0.203 0.710 0.096 0.003 -0.034 -0.065 -0.275 0.095 0.030 0.012 0.282 1.000 0.073 -0.018 | -| rho_s | -0.132 -0.018 -0.040 0.051 0.038 -0.139 -0.006 0.026 0.269 -0.002 0.031 0.138 0.183 0.000 0.052 -0.121 0.034 0.044 -0.004 0.212 0.066 0.073 1.000 -0.001 | -| p4040_s | 0.001 0.000 0.005 0.009 0.007 0.001 0.000 0.007 0.000 -0.000 -0.005 -0.004 -0.001 0.000 0.014 0.001 0.027 -0.001 0.000 -0.000 0.007 -0.018 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.035062406762754295}), (, {'error': 1.3750159498802703}), (, {'error': 10.60450615779762}), (, {'error': 0.37995812227513737}), (, {'error': 0.02898224899118551}), (, {'error': 0.1598332418888666}), (, {'error': 0.035239771178039}), (, {'error': 0.338372286197018}), (, {'error': 0.363790813068825}), (, {'error': 0.02774886479628469}), (, {'error': 0.18571736854685295}), (, {'error': 0.07450076270682626}), (, {'error': 0.33543511993900177}), (, {'error': 0.009917352354989029}), (, {'error': 0.13606631230347865}), (, {'error': 0.9402316306393761}), (, {'error': 0.09464304909023369}), (, {'error': 0.0303346124038546}), (, {'error': 0.018944096125406346}), (, {'error': 0.017169229846012435}), (, {'error': 0.16315949372979088}), (, {'error': 0.165167927314398}), (, {'error': 0.38521895664089084}), (, {'error': 0.02144414775381514})]) -Toy 21/25 -Time taken: 1 h, 44 min -Projected time left: 19 min, 52 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1274 (1274 total) | -| EDM = 0.00257 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297247.0483641826 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.750 | 0.016 | | | -2 | 2 | | -| 1 | omega_s | 5.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 4.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.56 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -1.8 | 0.8 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | -0.09 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | 3.92 | 0.28 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.80 | 0.20 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.33 | 0.06 | | | -2 | 2 | | -| 12| rho_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.10 | 0.26 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -2.30 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.7 | 0.8 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -1.96 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.51 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.422 | 0.009 | | | -2 | 2 | | -| 20| p4160_s | 2.25 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.60 | 0.20 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.005 | 0.017 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.008 -0.011 -0.259 -0.397 -0.004 -0.299 0.417 -0.021 -0.425 -0.265 -0.051 -0.109 -0.281 0.167 0.084 -0.080 -0.262 0.418 -0.090 0.019 0.367 -0.052 0.002 | -| omega_s | 0.008 1.000 -0.001 -0.011 -0.027 0.003 -0.016 0.029 0.545 -0.028 -0.017 0.001 0.188 -0.017 0.010 0.052 -0.004 -0.017 0.026 0.062 -0.001 0.017 -0.356 0.000 | -| p4040_p | -0.011 -0.001 1.000 0.015 0.015 0.000 0.022 -0.026 0.000 0.016 0.001 -0.003 0.001 0.003 -0.009 -0.002 0.013 0.018 -0.019 -0.010 -0.027 -0.017 0.002 -0.118 | -| DDstar_p | -0.259 -0.011 0.015 1.000 0.863 0.008 0.887 -0.898 0.038 0.846 0.403 -0.250 0.178 0.474 -0.174 -0.158 0.274 0.588 -0.919 -0.327 -0.098 -0.760 0.061 -0.005 | -| jpsi_p | -0.397 -0.027 0.015 0.863 1.000 0.007 0.811 -0.812 0.034 0.863 0.360 -0.158 0.177 0.560 -0.216 -0.179 0.327 0.615 -0.916 -0.461 -0.165 -0.763 0.096 -0.001 | -| phi_p | -0.004 0.003 0.000 0.008 0.007 1.000 0.008 -0.008 0.009 0.008 0.003 -0.006 0.019 0.005 -0.001 0.171 0.003 0.005 -0.009 -0.006 -0.001 -0.007 0.006 -0.000 | -| DDstar_s | -0.299 -0.016 0.022 0.887 0.811 0.008 1.000 -0.877 0.036 0.845 0.414 -0.263 0.176 0.449 -0.232 -0.162 0.162 0.537 -0.934 -0.363 -0.113 -0.741 0.074 -0.006 | -| Dbar_p | 0.417 0.029 -0.026 -0.898 -0.812 -0.008 -0.877 1.000 -0.034 -0.871 -0.419 0.288 -0.175 -0.423 0.255 0.177 -0.168 -0.506 0.916 0.470 0.109 0.805 -0.105 0.007 | -| omega_p | -0.021 0.545 0.000 0.038 0.034 0.009 0.036 -0.034 1.000 0.034 0.013 -0.033 -0.047 0.022 -0.004 0.021 0.014 0.024 -0.038 -0.008 -0.003 -0.028 -0.111 -0.000 | -| p3770_p | -0.425 -0.028 0.016 0.846 0.863 0.008 0.845 -0.871 0.034 1.000 0.367 -0.222 0.168 0.499 -0.225 -0.172 0.313 0.607 -0.938 -0.468 -0.168 -0.747 0.100 -0.000 | -| p4415_s | -0.265 -0.017 0.001 0.403 0.360 0.003 0.414 -0.419 0.013 0.367 1.000 0.002 0.065 0.202 -0.185 -0.077 0.105 0.274 -0.417 -0.268 0.196 -0.254 0.056 -0.004 | -| bplus_2 | -0.051 0.001 -0.003 -0.250 -0.158 -0.006 -0.263 0.288 -0.033 -0.222 0.002 1.000 -0.204 -0.097 -0.086 0.132 -0.096 -0.133 0.239 -0.059 -0.057 -0.096 -0.042 0.001 | -| rho_p | -0.109 0.188 0.001 0.178 0.177 0.019 0.176 -0.175 -0.047 0.168 0.065 -0.204 1.000 0.113 -0.014 0.015 0.068 0.119 -0.185 -0.077 -0.005 -0.133 0.106 -0.000 | -| p3770_s | -0.281 -0.017 0.003 0.474 0.560 0.005 0.449 -0.423 0.022 0.499 0.202 -0.097 0.113 1.000 -0.098 -0.115 0.279 0.152 -0.561 -0.304 -0.076 -0.457 0.061 -0.001 | -| p4415_p | 0.167 0.010 -0.009 -0.174 -0.216 -0.001 -0.232 0.255 -0.004 -0.225 -0.185 -0.086 -0.014 -0.098 1.000 0.028 0.127 -0.159 0.245 0.153 -0.082 0.246 -0.029 0.007 | -| phi_s | 0.084 0.052 -0.002 -0.158 -0.179 0.171 -0.162 0.177 0.021 -0.172 -0.077 0.132 0.015 -0.115 0.028 1.000 -0.061 -0.118 0.182 0.137 0.005 0.132 -0.044 0.000 | -| p4160_p | -0.080 -0.004 0.013 0.274 0.327 0.003 0.162 -0.168 0.014 0.313 0.105 -0.096 0.068 0.279 0.127 -0.061 1.000 0.175 -0.284 -0.111 -0.168 -0.268 0.022 0.013 | -| psi2s_p | -0.262 -0.017 0.018 0.588 0.615 0.005 0.537 -0.506 0.024 0.607 0.274 -0.133 0.119 0.152 -0.159 -0.118 0.175 1.000 -0.625 -0.301 -0.099 -0.355 0.063 -0.005 | -| Dbar_s | 0.418 0.026 -0.019 -0.919 -0.916 -0.009 -0.934 0.916 -0.038 -0.938 -0.417 0.239 -0.185 -0.561 0.245 0.182 -0.284 -0.625 1.000 0.475 0.151 0.774 -0.100 0.003 | -| bplus_0 | -0.090 0.062 -0.010 -0.327 -0.461 -0.006 -0.363 0.470 -0.008 -0.468 -0.268 -0.059 -0.077 -0.304 0.153 0.137 -0.111 -0.301 0.475 1.000 0.026 0.400 -0.184 0.002 | -| p4160_s | 0.019 -0.001 -0.027 -0.098 -0.165 -0.001 -0.113 0.109 -0.003 -0.168 0.196 -0.057 -0.005 -0.076 -0.082 0.005 -0.168 -0.099 0.151 0.026 1.000 0.268 -0.000 0.012 | -| Ctt | 0.367 0.017 -0.017 -0.760 -0.763 -0.007 -0.741 0.805 -0.028 -0.747 -0.254 -0.096 -0.133 -0.457 0.246 0.132 -0.268 -0.355 0.774 0.400 0.268 1.000 -0.075 -0.003 | -| rho_s | -0.052 -0.356 0.002 0.061 0.096 0.006 0.074 -0.105 -0.111 0.100 0.056 -0.042 0.106 0.061 -0.029 -0.044 0.022 0.063 -0.100 -0.184 -0.000 -0.075 1.000 -0.000 | -| p4040_s | 0.002 0.000 -0.118 -0.005 -0.001 -0.000 -0.006 0.007 -0.000 -0.000 -0.004 0.001 -0.000 -0.001 0.007 0.000 0.013 -0.005 0.003 0.002 0.012 -0.003 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.016472362249999817}), (, {'error': 1.0582753281094854}), (, {'error': 10.712131690467926}), (, {'error': 0.74509407994766}), (, {'error': 0.05657776141222026}), (, {'error': 0.09975595539142246}), (, {'error': 0.5667398702758135}), (, {'error': 0.8157544966460144}), (, {'error': 0.2836503921789415}), (, {'error': 0.2792120974817669}), (, {'error': 0.1964789367767653}), (, {'error': 0.057206030018414955}), (, {'error': 0.41924699012400257}), (, {'error': 0.260543130051091}), (, {'error': 0.24513309426664565}), (, {'error': 0.8290489022525502}), (, {'error': 0.0866796221607875}), (, {'error': 0.035808332855439495}), (, {'error': 0.5126683010321543}), (, {'error': 0.009228567477937988}), (, {'error': 0.14790188441749974}), (, {'error': 0.20286197647199822}), (, {'error': 0.31839819054440055}), (, {'error': 0.01672253354108009})]) -Toy 22/25 -Time taken: 1 h, 50 min -Projected time left: 15 min -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.054E+05 | Ncalls=493 (504 total) | -| EDM = 1.51E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 305389.5183614255 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.650 | 0.020 | | | -2 | 2 | | -| 1 | omega_s | 0.816E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -1.175 | 0.006 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 1.20 | 0.04 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 3.76 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 5.577 | 0.004 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 2.817E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | 0.303 | 0.007 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 3.969 | 0.005 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | 2.514 | 0.012 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.934 | 0.001 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -1.817 | 0.002 | | | -2 | 2 | | -| 12| rho_p | -3.651 | 0.007 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 1.174 | 0.001 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -0.409 | 0.008 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.149 | 0.004 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 3.302 | 0.020 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | -1.526 | 0.011 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.696E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 1.0 | 2.5 | | | -2 | 2 | | -| 20| p4160_s | 2.026 | 0.001 | | | 0.71676 | 3.68324 | | -| 21| Ctt | 1.085 | 0.002 | | | -1.5 | 1.5 | | -| 22| rho_s | 3.089E-1 | 0.007E-1 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.329 | 0.001 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.219 -0.349 -0.991 -0.994 0.668 0.409 -0.248 -0.076 0.878 0.445 -0.878 -0.710 -0.032 -0.787 -0.325 0.977 -0.974 0.907 0.998 0.092 0.903 -0.122 0.417 | -| omega_s | -0.219 1.000 0.077 0.218 0.218 -0.147 -0.090 0.054 0.017 -0.193 -0.098 0.193 0.156 0.007 0.173 0.071 -0.215 0.214 -0.199 -0.219 -0.020 -0.199 0.027 -0.092 | -| p4040_p | -0.349 0.077 1.000 0.348 0.349 -0.235 -0.144 0.087 0.027 -0.308 -0.156 0.308 0.249 0.011 0.276 0.114 -0.343 0.342 -0.318 -0.350 -0.032 -0.317 0.043 -0.147 | -| DDstar_p | -0.991 0.218 0.348 1.000 0.989 -0.665 -0.407 0.246 0.076 -0.873 -0.442 0.873 0.706 0.032 0.783 0.323 -0.972 0.969 -0.902 -0.993 -0.091 -0.899 0.122 -0.415 | -| jpsi_p | -0.994 0.218 0.349 0.989 1.000 -0.667 -0.408 0.247 0.076 -0.876 -0.444 0.876 0.708 0.032 0.785 0.324 -0.975 0.972 -0.905 -0.996 -0.091 -0.902 0.122 -0.416 | -| phi_p | 0.668 -0.147 -0.235 -0.665 -0.667 1.000 0.275 -0.166 -0.051 0.589 0.299 -0.589 -0.477 -0.022 -0.528 -0.218 0.656 -0.654 0.609 0.670 0.061 0.606 -0.082 0.280 | -| DDstar_s | 0.409 -0.090 -0.144 -0.407 -0.408 0.275 1.000 -0.102 -0.031 0.361 0.183 -0.361 -0.292 -0.013 -0.323 -0.134 0.401 -0.400 0.373 0.410 0.038 0.371 -0.050 0.171 | -| Dbar_p | -0.248 0.054 0.087 0.246 0.247 -0.166 -0.102 1.000 0.019 -0.218 -0.111 0.218 0.176 0.008 0.196 0.081 -0.243 0.242 -0.225 -0.248 -0.023 -0.225 0.030 -0.104 | -| omega_p | -0.076 0.017 0.027 0.076 0.076 -0.051 -0.031 0.019 1.000 -0.067 -0.034 0.067 0.054 0.002 0.060 0.025 -0.075 0.074 -0.069 -0.076 -0.007 -0.069 0.009 -0.032 | -| p3770_p | 0.878 -0.193 -0.308 -0.873 -0.876 0.589 0.361 -0.218 -0.067 1.000 0.392 -0.774 -0.626 -0.028 -0.694 -0.287 0.861 -0.859 0.799 0.880 0.081 0.797 -0.108 0.368 | -| p4415_s | 0.445 -0.098 -0.156 -0.442 -0.444 0.299 0.183 -0.111 -0.034 0.392 1.000 -0.392 -0.317 -0.014 -0.352 -0.145 0.436 -0.435 0.405 0.446 0.041 0.403 -0.055 0.186 | -| bplus_2 | -0.878 0.193 0.308 0.873 0.876 -0.589 -0.361 0.218 0.067 -0.774 -0.392 1.000 0.626 0.029 0.694 0.287 -0.861 0.859 -0.799 -0.880 -0.081 -0.796 0.108 -0.367 | -| rho_p | -0.710 0.156 0.249 0.706 0.708 -0.477 -0.292 0.176 0.054 -0.626 -0.317 0.626 1.000 0.023 0.561 0.232 -0.696 0.695 -0.646 -0.711 -0.065 -0.644 0.087 -0.297 | -| p3770_s | -0.032 0.007 0.011 0.032 0.032 -0.022 -0.013 0.008 0.002 -0.028 -0.014 0.029 0.023 1.000 0.026 0.011 -0.032 0.032 -0.030 -0.033 -0.003 -0.029 0.004 -0.014 | -| p4415_p | -0.787 0.173 0.276 0.783 0.785 -0.528 -0.323 0.196 0.060 -0.694 -0.352 0.694 0.561 0.026 1.000 0.257 -0.772 0.770 -0.716 -0.789 -0.072 -0.714 0.097 -0.329 | -| phi_s | -0.325 0.071 0.114 0.323 0.324 -0.218 -0.134 0.081 0.025 -0.287 -0.145 0.287 0.232 0.011 0.257 1.000 -0.319 0.318 -0.296 -0.326 -0.030 -0.295 0.040 -0.136 | -| p4160_p | 0.977 -0.215 -0.343 -0.972 -0.975 0.656 0.401 -0.243 -0.075 0.861 0.436 -0.861 -0.696 -0.032 -0.772 -0.319 1.000 -0.956 0.889 0.979 0.090 0.886 -0.120 0.409 | -| psi2s_p | -0.974 0.214 0.342 0.969 0.972 -0.654 -0.400 0.242 0.074 -0.859 -0.435 0.859 0.695 0.032 0.770 0.318 -0.956 1.000 -0.887 -0.976 -0.090 -0.884 0.120 -0.408 | -| Dbar_s | 0.907 -0.199 -0.318 -0.902 -0.905 0.609 0.373 -0.225 -0.069 0.799 0.405 -0.799 -0.646 -0.030 -0.716 -0.296 0.889 -0.887 1.000 0.908 0.083 0.822 -0.111 0.379 | -| bplus_0 | 0.998 -0.219 -0.350 -0.993 -0.996 0.670 0.410 -0.248 -0.076 0.880 0.446 -0.880 -0.711 -0.033 -0.789 -0.326 0.979 -0.976 0.908 1.000 0.092 0.905 -0.123 0.418 | -| p4160_s | 0.092 -0.020 -0.032 -0.091 -0.091 0.061 0.038 -0.023 -0.007 0.081 0.041 -0.081 -0.065 -0.003 -0.072 -0.030 0.090 -0.090 0.083 0.092 1.000 0.083 -0.011 0.038 | -| Ctt | 0.903 -0.199 -0.317 -0.899 -0.902 0.606 0.371 -0.225 -0.069 0.797 0.403 -0.796 -0.644 -0.029 -0.714 -0.295 0.886 -0.884 0.822 0.905 0.083 1.000 -0.111 0.378 | -| rho_s | -0.122 0.027 0.043 0.122 0.122 -0.082 -0.050 0.030 0.009 -0.108 -0.055 0.108 0.087 0.004 0.097 0.040 -0.120 0.120 -0.111 -0.123 -0.011 -0.111 1.000 -0.051 | -| p4040_s | 0.417 -0.092 -0.147 -0.415 -0.416 0.280 0.171 -0.104 -0.032 0.368 0.186 -0.367 -0.297 -0.014 -0.329 -0.136 0.409 -0.408 0.379 0.418 0.038 0.378 -0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.019723893296976325}), (, {'error': 0.0022645121828288595}), (, {'error': 0.006229047562027024}), (, {'error': 0.036890014132099136}), (, {'error': 0.03373403975858302}), (, {'error': 0.0037790081187702995}), (, {'error': 0.00011092331573120395}), (, {'error': 0.007316242344013624}), (, {'error': 0.005001013088953066}), (, {'error': 0.012168101136004417}), (, {'error': 0.0009628163979621407}), (, {'error': 0.0017344971143988808}), (, {'error': 0.0073102839372682915}), (, {'error': 0.0008535202425850041}), (, {'error': 0.007753995529199198}), (, {'error': 0.004056879971967575}), (, {'error': 0.01958018962540642}), (, {'error': 0.010626275017388664}), (, {'error': 0.0006936431279944838}), (, {'error': 2.5363054074492446}), (, {'error': 0.0014685214583933792}), (, {'error': 0.002458693546305124}), (, {'error': 0.0007064491218679025}), (, {'error': 0.0008090900113659205})]) -Toy 23/25 -Time taken: 1 h, 54 min -Projected time left: 9 min, 54 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1540 (1540 total) | -| EDM = 0.000429 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297283.7406228457 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.837 | 0.030 | | | -2 | 2 | | -| 1 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -2.69 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.64 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.69 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.30 | 0.51 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -1.9 | 3.7 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 0.84 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | -2.96 | 0.29 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 1.41 | 0.17 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | -0.29 | 0.06 | | | -2 | 2 | | -| 12| rho_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.91 | 0.22 | | |0.918861 | 4.08114 | | -| 14| p4415_p | 3.99 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | 4.04 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.09 | 0.39 | | | -0.3 | 0.3 | | -| 19| bplus_0 | 0.481 | 0.015 | | | -2 | 2 | | -| 20| p4160_s | 2.09 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -0.10 | 0.24 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.90 | 0.18 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.002 -0.034 -0.456 0.767 0.038 0.600 -0.887 0.161 0.843 0.032 0.129 0.002 0.222 -0.197 -0.035 0.470 0.365 -0.883 0.630 -0.435 -0.765 0.264 -0.453 | -| omega_s | -0.002 1.000 0.002 0.001 0.000 0.009 -0.002 0.003 -0.239 -0.003 0.000 0.010 -0.001 0.001 0.003 -0.005 -0.001 -0.001 0.003 -0.003 0.003 0.003 -0.007 0.003 | -| p4040_p | -0.034 0.002 1.000 0.152 0.041 -0.001 -0.014 0.050 -0.002 0.036 0.046 0.029 0.005 -0.017 0.145 -0.010 0.102 -0.092 0.000 -0.025 0.273 -0.063 -0.010 -0.127 | -| DDstar_p | -0.456 0.001 0.152 1.000 -0.298 -0.017 -0.365 0.492 -0.093 -0.456 0.004 -0.145 0.001 -0.018 0.261 0.022 -0.111 -0.085 0.535 -0.442 0.297 0.414 -0.157 0.308 | -| jpsi_p | 0.767 0.000 0.041 -0.298 1.000 0.033 0.668 -0.820 0.157 0.826 -0.067 0.142 -0.001 0.287 -0.114 -0.045 0.563 0.417 -0.863 0.742 -0.465 -0.781 0.257 -0.473 | -| phi_p | 0.038 0.009 -0.001 -0.017 0.033 1.000 0.034 -0.044 0.034 0.043 -0.003 0.009 -0.042 0.011 -0.008 0.576 0.027 0.018 -0.045 0.033 -0.024 -0.034 0.014 -0.025 | -| DDstar_s | 0.600 -0.002 -0.014 -0.365 0.668 0.034 1.000 -0.755 0.128 0.695 -0.001 0.200 -0.000 0.167 -0.114 -0.026 0.411 0.327 -0.749 0.580 -0.361 -0.648 0.206 -0.364 | -| Dbar_p | -0.887 0.003 0.050 0.492 -0.820 -0.044 -0.755 1.000 -0.183 -0.932 0.037 -0.254 0.004 -0.200 0.206 0.034 -0.537 -0.370 0.968 -0.854 0.521 0.854 -0.303 0.540 | -| omega_p | 0.161 -0.239 -0.002 -0.093 0.157 0.034 0.128 -0.183 1.000 0.173 0.002 0.084 -0.071 0.049 -0.030 -0.001 0.101 0.076 -0.182 0.185 -0.085 -0.149 0.596 -0.091 | -| p3770_p | 0.843 -0.003 0.036 -0.456 0.826 0.043 0.695 -0.932 0.173 1.000 -0.057 0.233 -0.004 0.162 -0.147 -0.031 0.588 0.399 -0.951 0.814 -0.499 -0.814 0.286 -0.536 | -| p4415_s | 0.032 0.000 0.046 0.004 -0.067 -0.003 -0.001 0.037 0.002 -0.057 1.000 -0.090 -0.001 0.008 -0.093 -0.002 -0.022 -0.010 0.048 0.032 0.234 0.143 0.006 0.114 | -| bplus_2 | 0.129 0.010 0.029 -0.145 0.142 0.009 0.200 -0.254 0.084 0.233 -0.090 1.000 0.040 0.049 0.090 -0.085 0.176 0.081 -0.230 0.128 -0.063 0.059 0.094 -0.118 | -| rho_p | 0.002 -0.001 0.005 0.001 -0.001 -0.042 -0.000 0.004 -0.071 -0.004 -0.001 0.040 1.000 0.004 0.008 -0.016 0.000 -0.001 0.004 -0.006 0.007 0.006 -0.016 0.005 | -| p3770_s | 0.222 0.001 -0.017 -0.018 0.287 0.011 0.167 -0.200 0.049 0.162 0.008 0.049 0.004 1.000 -0.007 -0.022 0.157 -0.110 -0.255 0.224 -0.098 -0.217 0.074 -0.033 | -| p4415_p | -0.197 0.003 0.145 0.261 -0.114 -0.008 -0.114 0.206 -0.030 -0.147 -0.093 0.090 0.008 -0.007 1.000 -0.008 0.126 -0.085 0.182 -0.180 -0.016 0.145 -0.060 -0.032 | -| phi_s | -0.035 -0.005 -0.010 0.022 -0.045 0.576 -0.026 0.034 -0.001 -0.031 -0.002 -0.085 -0.016 -0.022 -0.008 1.000 -0.023 -0.017 0.033 -0.041 0.003 0.025 -0.049 0.009 | -| p4160_p | 0.470 -0.001 0.102 -0.111 0.563 0.027 0.411 -0.537 0.101 0.588 -0.022 0.176 0.000 0.157 0.126 -0.023 1.000 0.225 -0.581 0.458 -0.369 -0.581 0.162 -0.587 | -| psi2s_p | 0.365 -0.001 -0.092 -0.085 0.417 0.018 0.327 -0.370 0.076 0.399 -0.010 0.081 -0.001 -0.110 -0.085 -0.017 0.225 1.000 -0.417 0.353 -0.247 -0.227 0.124 -0.213 | -| Dbar_s | -0.883 0.003 0.000 0.535 -0.863 -0.045 -0.749 0.968 -0.182 -0.951 0.048 -0.230 0.004 -0.255 0.182 0.033 -0.581 -0.417 1.000 -0.849 0.525 0.837 -0.301 0.551 | -| bplus_0 | 0.630 -0.003 -0.025 -0.442 0.742 0.033 0.580 -0.854 0.185 0.814 0.032 0.128 -0.006 0.224 -0.180 -0.041 0.458 0.353 -0.849 1.000 -0.409 -0.732 0.316 -0.432 | -| p4160_s | -0.435 0.003 0.273 0.297 -0.465 -0.024 -0.361 0.521 -0.085 -0.499 0.234 -0.063 0.007 -0.098 -0.016 0.003 -0.369 -0.247 0.525 -0.409 1.000 0.535 -0.146 0.257 | -| Ctt | -0.765 0.003 -0.063 0.414 -0.781 -0.034 -0.648 0.854 -0.149 -0.814 0.143 0.059 0.006 -0.217 0.145 0.025 -0.581 -0.227 0.837 -0.732 0.535 1.000 -0.252 0.584 | -| rho_s | 0.264 -0.007 -0.010 -0.157 0.257 0.014 0.206 -0.303 0.596 0.286 0.006 0.094 -0.016 0.074 -0.060 -0.049 0.162 0.124 -0.301 0.316 -0.146 -0.252 1.000 -0.154 | -| p4040_s | -0.453 0.003 -0.127 0.308 -0.473 -0.025 -0.364 0.540 -0.091 -0.536 0.114 -0.118 0.005 -0.033 -0.032 0.009 -0.587 -0.213 0.551 -0.432 0.257 0.584 -0.154 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030045986829003613}), (, {'error': 3.8921608480102723}), (, {'error': 0.18349531699427635}), (, {'error': 0.35412325425907376}), (, {'error': 0.04620605070787143}), (, {'error': 0.1694572895753237}), (, {'error': 0.509538818497084}), (, {'error': 3.7431239360973887}), (, {'error': 0.1976983258946401}), (, {'error': 0.29478366270061174}), (, {'error': 0.17162683839161752}), (, {'error': 0.058070402950540556}), (, {'error': 0.2017476605086017}), (, {'error': 0.2242828754356414}), (, {'error': 0.1439152020096257}), (, {'error': 0.8873305625710284}), (, {'error': 0.11458044409636514}), (, {'error': 0.03191692342650043}), (, {'error': 0.39263668396874163}), (, {'error': 0.015304632278993813}), (, {'error': 0.1767901604256723}), (, {'error': 0.2420800944550321}), (, {'error': 0.33428720282611624}), (, {'error': 0.1810412029134989})]) -Toy 24/25 -Time taken: 2 h, 53 s -Projected time left: 5 min, 2 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1506 (1506 total) | -| EDM = 6.41E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297276.0829156893 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 1 | omega_s | 6.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 2 | p4040_p | -3.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | DDstar_p | -0.06 | 0.36 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.704 | 0.031 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.65 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 7 | Dbar_p | -3.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | p3770_p | 4.18 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| p4415_s | 0.64 | 0.19 | | |0.126447 | 2.35355 | | -| 11| bplus_2 | 0.43 | 0.06 | | | -2 | 2 | | -| 12| rho_p | -1.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.59 | 0.24 | | |0.918861 | 4.08114 | | -| 14| p4415_p | -1.14 | 0.32 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 21.4 | 1.3 | | | 14.8182 | 23.5818 | | -| 16| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 17| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 19| bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 20| p4160_s | 0.717 | 0.020 | | | 0.71676 | 3.68324 | | -| 21| Ctt | -1.5 | 0.5 | | | -1.5 | 1.5 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| p4040_s | 0.87 | 0.16 | | |0.00501244| 2.01499 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 omega_s p4040_p DDstar_p jpsi_p phi_p DDstar_s Dbar_p omega_p p3770_p p4415_s bplus_2 rho_p p3770_s p4415_p phi_s p4160_p psi2s_p Dbar_s bplus_0 p4160_s Ctt rho_s p4040_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.207 0.069 -0.041 -0.097 0.022 0.021 -0.071 0.005 -0.091 -0.000 0.246 0.273 -0.029 0.110 -0.129 -0.002 0.000 0.010 -0.979 0.001 0.019 0.361 -0.043 | -| omega_s | -0.207 1.000 -0.016 -0.000 -0.008 -0.109 0.003 -0.008 -0.110 0.007 -0.009 -0.100 -0.142 -0.001 -0.003 -0.022 0.000 -0.016 0.002 0.210 -0.000 0.006 -0.482 -0.000 | -| p4040_p | 0.069 -0.016 1.000 0.273 0.108 -0.021 0.027 0.005 0.002 0.143 0.122 -0.089 0.090 0.157 -0.028 -0.057 -0.003 -0.120 0.039 -0.095 -0.007 -0.035 -0.023 -0.183 | -| DDstar_p | -0.041 -0.000 0.273 1.000 0.423 0.006 0.014 -0.170 -0.000 0.171 0.006 0.031 0.008 0.241 0.103 -0.002 -0.001 0.228 -0.011 0.009 0.021 -0.031 -0.008 -0.116 | -| jpsi_p | -0.097 -0.008 0.108 0.423 1.000 0.013 0.014 0.447 -0.001 0.320 -0.028 -0.044 -0.047 0.209 0.048 0.024 0.001 0.180 0.021 0.070 0.016 0.085 0.041 -0.090 | -| phi_p | 0.022 -0.109 -0.021 0.006 0.013 1.000 0.000 -0.012 -0.004 0.002 -0.014 0.092 -0.149 -0.016 -0.016 0.715 0.000 -0.006 0.002 -0.014 -0.000 -0.013 0.252 -0.002 | -| DDstar_s | 0.021 0.003 0.027 0.014 0.014 0.000 1.000 0.008 -0.000 -0.007 0.012 -0.021 -0.006 0.002 0.015 0.002 -0.001 0.020 -0.003 0.002 0.001 0.000 -0.004 0.001 | -| Dbar_p | -0.071 -0.008 0.005 -0.170 0.447 -0.012 0.008 1.000 0.001 0.449 0.000 -0.060 0.078 0.191 -0.067 -0.043 0.002 0.205 0.031 -0.023 0.008 -0.063 -0.039 -0.013 | -| omega_p | 0.005 -0.110 0.002 -0.000 -0.001 -0.004 -0.000 0.001 1.000 -0.000 0.001 -0.004 0.041 0.001 0.001 -0.007 -0.000 0.001 -0.000 -0.005 0.000 0.001 -0.023 0.000 | -| p3770_p | -0.091 0.007 0.143 0.171 0.320 0.002 -0.007 0.449 -0.000 1.000 -0.020 -0.038 -0.005 0.005 0.064 0.001 0.000 0.244 0.010 0.058 0.015 -0.127 -0.023 -0.181 | -| p4415_s | -0.000 -0.009 0.122 0.006 -0.028 -0.014 0.012 0.000 0.001 -0.020 1.000 -0.004 0.058 0.037 -0.012 -0.034 -0.002 -0.041 -0.001 -0.047 0.009 0.149 -0.015 -0.054 | -| bplus_2 | 0.246 -0.100 -0.089 0.031 -0.044 0.092 -0.021 -0.060 -0.004 -0.038 -0.004 1.000 -0.119 -0.054 -0.273 0.099 0.001 0.088 0.018 -0.346 -0.008 -0.523 0.358 0.076 | -| rho_p | 0.273 -0.142 0.090 0.008 -0.047 -0.149 -0.006 0.078 0.041 -0.005 0.058 -0.119 1.000 0.053 0.056 -0.197 -0.001 0.043 -0.008 -0.304 0.002 0.043 -0.069 0.007 | -| p3770_s | -0.029 -0.001 0.157 0.241 0.209 -0.016 0.002 0.191 0.001 0.005 0.037 -0.054 0.053 1.000 0.025 -0.038 -0.000 -0.330 0.042 -0.012 0.008 -0.166 -0.042 0.058 | -| p4415_p | 0.110 -0.003 -0.028 0.103 0.048 -0.016 0.015 -0.067 0.001 0.064 -0.012 -0.273 0.056 0.025 1.000 -0.037 0.004 -0.057 0.017 -0.049 0.010 -0.017 -0.037 -0.191 | -| phi_s | -0.129 -0.022 -0.057 -0.002 0.024 0.715 0.002 -0.043 -0.007 0.001 -0.034 0.099 -0.197 -0.038 -0.037 1.000 0.001 -0.024 0.004 0.143 -0.001 -0.027 0.110 -0.002 | -| p4160_p | -0.002 0.000 -0.003 -0.001 0.001 0.000 -0.001 0.002 -0.000 0.000 -0.002 0.001 -0.001 -0.000 0.004 0.001 1.000 0.003 -0.000 0.002 -0.003 -0.001 -0.000 0.008 | -| psi2s_p | 0.000 -0.016 -0.120 0.228 0.180 -0.006 0.020 0.205 0.001 0.244 -0.041 0.088 0.043 -0.330 -0.057 -0.024 0.003 1.000 0.035 -0.058 0.004 0.075 0.011 0.049 | -| Dbar_s | 0.010 0.002 0.039 -0.011 0.021 0.002 -0.003 0.031 -0.000 0.010 -0.001 0.018 -0.008 0.042 0.017 0.004 -0.000 0.035 1.000 0.002 0.002 0.020 0.001 -0.027 | -| bplus_0 | -0.979 0.210 -0.095 0.009 0.070 -0.014 0.002 -0.023 -0.005 0.058 -0.047 -0.346 -0.304 -0.012 -0.049 0.143 0.002 -0.058 0.002 1.000 -0.001 0.038 -0.355 0.004 | -| p4160_s | 0.001 -0.000 -0.007 0.021 0.016 -0.000 0.001 0.008 0.000 0.015 0.009 -0.008 0.002 0.008 0.010 -0.001 -0.003 0.004 0.002 -0.001 1.000 -0.011 -0.002 -0.014 | -| Ctt | 0.019 0.006 -0.035 -0.031 0.085 -0.013 0.000 -0.063 0.001 -0.127 0.149 -0.523 0.043 -0.166 -0.017 -0.027 -0.001 0.075 0.020 0.038 -0.011 1.000 -0.060 0.252 | -| rho_s | 0.361 -0.482 -0.023 -0.008 0.041 0.252 -0.004 -0.039 -0.023 -0.023 -0.015 0.358 -0.069 -0.042 -0.037 0.110 -0.000 0.011 0.001 -0.355 -0.002 -0.060 1.000 -0.001 | -| p4040_s | -0.043 -0.000 -0.183 -0.116 -0.090 -0.002 0.001 -0.013 0.000 -0.181 -0.054 0.076 0.007 0.058 -0.191 -0.002 0.008 0.049 -0.027 0.004 -0.014 0.252 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06090493902316285}), (, {'error': 1.0168143985559523}), (, {'error': 0.17937122133627192}), (, {'error': 0.3552745388241707}), (, {'error': 0.03060340735755851}), (, {'error': 0.2177383034306457}), (, {'error': 0.023972959082142364}), (, {'error': 0.347071265082727}), (, {'error': 0.125537793162386}), (, {'error': 0.10238674173611884}), (, {'error': 0.18645189352191185}), (, {'error': 0.06490243821478892}), (, {'error': 0.5891957105958077}), (, {'error': 0.2367200170067303}), (, {'error': 0.3159418846271458}), (, {'error': 1.2569548673949917}), (, {'error': 0.009007444347343352}), (, {'error': 0.03206536595842113}), (, {'error': 0.030382704808482486}), (, {'error': 0.03443350019007063}), (, {'error': 0.020289879035520098}), (, {'error': 0.49380018337521037}), (, {'error': 0.34589875937647235}), (, {'error': 0.16184572892994947})]) -Toy 25/25 -Time taken: 2 h, 7 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.5718675399394054 -Mean Ctt error = 0.2014075971050732 -95 Sensitivy = 0.0003407461694417717 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247873.out b/finished fits/ff1data1/slurm-2247873.out deleted file mode 100644 index de89f86..0000000 --- a/finished fits/ff1data1/slurm-2247873.out +++ /dev/null @@ -1,5499 +0,0 @@ -Simulation starting -2019-09-05 19:15:13.521095: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:15:13.909763: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 19:15:13.910327: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:15:13.913520: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:15:13.916038: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:15:13.916537: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:15:13.919861: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:15:13.922462: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:15:13.930753: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:15:13.937654: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:15:13.938250: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:15:13.964903: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:15:13.965233: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5568225351a0 executing computations on platform Host. Devices: -2019-09-05 19:15:13.965269: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:15:13.968803: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 19:15:13.968895: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:15:13.968930: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:15:13.968977: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:15:13.969013: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:15:13.969049: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:15:13.969084: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:15:13.969121: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:15:13.976666: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:15:13.976825: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:15:14.197336: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:15:14.197384: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:15:14.197397: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:15:14.207950: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:06:00.0, compute capability: 3.7) -2019-09-05 19:15:14.213229: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x556822a915f0 executing computations on platform CUDA. Devices: -2019-09-05 19:15:14.213280: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:15:16.441867 140502893856512 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:15:16.508270 140502893856512 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:15:17.050778 140502893856512 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:15:42.381987: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:15:53.984606 140502893856512 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311173.2353675 Edm = 28.6044 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311173.2353675 Edm = 28.6044 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300739.1776871 Edm = 26.8183 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300707.4907291 Edm = 46.9837 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300646.0601089 Edm = 44.2753 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297794.6068834 Edm = 3.59799 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297790.130534 Edm = 3.59982 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297760.3645677 Edm = 1.62069 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297729.2759083 Edm = 30.9678 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297579.4255661 Edm = 36.9057 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297540.6317517 Edm = 3.81672 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297537.612464 Edm = 0.0312644 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297537.4597964 Edm = 0.12617 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297502.4922399 Edm = 10.2037 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297389.4380344 Edm = 33.5081 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297322.9046331 Edm = 8.25913 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297312.5567169 Edm = 2.84394 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297307.765026 Edm = 0.186376 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297307.6006047 Edm = 0.00973297 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297307.4170898 Edm = 0.200428 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297297.1719602 Edm = 5.77743 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297266.2066823 Edm = 4.54273 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297262.1849522 Edm = 1.34095 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297260.923202 Edm = 0.380149 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297260.3392204 Edm = 0.00807495 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297260.3294829 Edm = 0.00346869 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297260.2528601 Edm = 0.0731331 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297251.986336 Edm = 4.52143 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297238.4027175 Edm = 1.42785 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297237.6130256 Edm = 0.161511 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297237.4191313 Edm = 0.0124003 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297237.3950395 Edm = 0.00477208 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297237.3835188 Edm = 0.000836241 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297237.3805542 Edm = 0.00221752 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297236.5080362 Edm = 0.293179 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297231.6487206 Edm = 3.24688 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297222.0585593 Edm = 2.16112 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297220.6268246 Edm = 0.242003 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297220.3790537 Edm = 0.0519424 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297220.3068887 Edm = 0.0267478 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297220.2610796 Edm = 0.00767279 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297220.2530626 Edm = 0.00089985 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297220.2515401 Edm = 0.000809 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297220.0127414 Edm = 0.250356 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297219.9959858 Edm = 0.0158994 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297215.0658206 Edm = 1.73018 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297210.9484052 Edm = 1.84705 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297208.7913619 Edm = 1.51953 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297207.0422546 Edm = 1.84365 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297205.7035158 Edm = 0.473967 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297205.2984446 Edm = 0.18698 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297205.2036711 Edm = 0.0751962 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297205.1632646 Edm = 0.00297848 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297205.1585796 Edm = 0.0012472 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297205.1511154 Edm = 0.00190039 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297205.1494331 Edm = 0.000661707 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297205.13686 Edm = 0.0136184 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297204.7707214 Edm = 0.304578 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297200.4414394 Edm = 0.597263 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297200.0196888 Edm = 0.100745 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297199.9388996 Edm = 0.0131197 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297199.9206248 Edm = 0.00650909 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297199.9100153 Edm = 0.0119086 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297199.8996448 Edm = 0.00127374 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297199.8981964 Edm = 0.000277149 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297199.8974985 Edm = 0.000330922 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297199.8831636 Edm = 0.0125781 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297199.5959786 Edm = 0.279998 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297198.3247913 Edm = 0.117607 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297198.1833584 Edm = 0.234598 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297198.1268003 Edm = 0.015056 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297198.1043392 Edm = 0.00260508 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297198.1018382 Edm = 5.88112e-05 NCalls = 230 -VariableMetric: After Hessian - FCN = 297198.1018382 Edm = 1.27785 NCalls = 705 -VariableMetric: Iteration # 72 - FCN = 297198.1018382 Edm = 1.27785 NCalls = 705 -VariableMetric: Iteration # 73 - FCN = 297197.5151846 Edm = 12.1878 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297195.9485254 Edm = 0.229043 NCalls = 712 -VariableMetric: Iteration # 75 - FCN = 297195.6945262 Edm = 0.0739225 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297195.5683394 Edm = 0.0479289 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297195.5161587 Edm = 0.0902819 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297195.3954712 Edm = 0.167773 NCalls = 722 -VariableMetric: Iteration # 79 - FCN = 297195.3201686 Edm = 0.111547 NCalls = 725 -VariableMetric: Iteration # 80 - FCN = 297195.2090096 Edm = 0.0497167 NCalls = 727 -VariableMetric: Iteration # 81 - FCN = 297195.0571384 Edm = 0.234581 NCalls = 730 -VariableMetric: Iteration # 82 - FCN = 297194.7819931 Edm = 0.150425 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297194.7156758 Edm = 0.0916341 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297194.5734651 Edm = 0.112335 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297194.4093454 Edm = 0.224546 NCalls = 742 -VariableMetric: Iteration # 86 - FCN = 297194.2964184 Edm = 0.192677 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297194.1343673 Edm = 0.419633 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297193.9398798 Edm = 0.221505 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297193.7698242 Edm = 0.337403 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297193.3664619 Edm = 0.454173 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297193.2380179 Edm = 0.301915 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297192.9049868 Edm = 0.422949 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297192.5679988 Edm = 0.234394 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297191.9629614 Edm = 0.146327 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297191.7535054 Edm = 0.38785 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297191.3830942 Edm = 0.273445 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297191.1613118 Edm = 0.347085 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297190.7314802 Edm = 0.661248 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297190.4155941 Edm = 0.180412 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297189.8873772 Edm = 0.564244 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297189.4152942 Edm = 0.319361 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297188.9512462 Edm = 0.107903 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297188.840762 Edm = 0.0882658 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297188.7332568 Edm = 0.0420824 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297188.6491101 Edm = 0.0549119 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297188.5134788 Edm = 0.112786 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297188.1035397 Edm = 0.207867 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297187.692666 Edm = 0.149826 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297187.4430456 Edm = 0.418153 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297187.337946 Edm = 0.183284 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297187.1796091 Edm = 0.162286 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297186.9892652 Edm = 0.0692182 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297186.9451142 Edm = 0.0485215 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297186.8812564 Edm = 0.0469912 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297186.8448953 Edm = 0.0280101 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297186.8012986 Edm = 0.0224292 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297186.768826 Edm = 0.0229658 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297186.727915 Edm = 0.0252334 NCalls = 846 -VariableMetric: Iteration # 119 - FCN = 297186.6880399 Edm = 0.0520334 NCalls = 849 -VariableMetric: Iteration # 120 - FCN = 297186.6572691 Edm = 0.0120124 NCalls = 852 -VariableMetric: Iteration # 121 - FCN = 297186.6345318 Edm = 0.00494381 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297186.626493 Edm = 0.00161457 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297186.6235437 Edm = 0.00207423 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297186.6197386 Edm = 0.00251947 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297186.6107846 Edm = 0.00386054 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297186.5956743 Edm = 0.00469866 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297186.5866737 Edm = 0.00653233 NCalls = 868 -VariableMetric: Iteration # 128 - FCN = 297186.5805266 Edm = 0.00199179 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297186.5783053 Edm = 0.000361221 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297186.5779173 Edm = 7.03822e-05 NCalls = 875 -VariableMetric: After Hessian - FCN = 297186.5779173 Edm = 0.00213402 NCalls = 1360 -VariableMetric: Iteration # 131 - FCN = 297186.5779173 Edm = 0.00213402 NCalls = 1360 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317978.9178545 Edm = 112.556 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317978.9178545 Edm = 112.556 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299722.1261293 Edm = 2.55213 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299690.5596002 Edm = 2.36025 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299623.7507322 Edm = 50.0586 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298376.3883196 Edm = 48.5429 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298282.4481705 Edm = 294.264 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298239.9939026 Edm = 2.43125 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298121.0743618 Edm = 106.684 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298105.7271439 Edm = 27.6418 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297763.1670471 Edm = 25.3943 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297736.1573815 Edm = 1.49945 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297734.2655403 Edm = 0.113768 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297734.0494444 Edm = 0.0951233 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297732.0668992 Edm = 1.46307 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297705.9460086 Edm = 3.41557 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297703.0080356 Edm = 0.0749939 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297702.3241294 Edm = 0.633988 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297690.2129491 Edm = 9.12152 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297625.155735 Edm = 15.4141 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297596.3306533 Edm = 13.9853 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297579.8119142 Edm = 6.94276 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297566.7852451 Edm = 5.05215 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297559.2072276 Edm = 1.72721 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297557.6187575 Edm = 0.0729118 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297557.5822264 Edm = 0.00668039 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297557.573593 Edm = 0.00283019 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297557.5545691 Edm = 0.0120881 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297557.0556757 Edm = 0.479522 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297538.4614634 Edm = 3.91273 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297530.6305831 Edm = 11.5142 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297522.898461 Edm = 9.80689 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297511.2488862 Edm = 2.65618 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297508.7954839 Edm = 1.23959 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297508.2847573 Edm = 0.604326 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297508.0222843 Edm = 0.112895 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297507.9302335 Edm = 0.00859234 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297507.8705777 Edm = 0.0508107 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297505.368851 Edm = 3.45805 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297505.2282519 Edm = 0.128535 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297503.3043708 Edm = 1.72799 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297493.938821 Edm = 0.469818 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297493.4010065 Edm = 0.044991 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297493.3738959 Edm = 0.00661823 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297493.3670958 Edm = 0.000407769 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297493.3662481 Edm = 0.000701425 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297493.3536675 Edm = 0.0114026 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297492.2646542 Edm = 0.67361 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297490.4906519 Edm = 0.115776 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297490.4112578 Edm = 0.0117244 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297490.395638 Edm = 0.000892211 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297490.3944814 Edm = 0.000103009 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297490.3934984 Edm = 0.000837352 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297490.3539321 Edm = 0.0326893 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297489.6045184 Edm = 0.1946 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297489.4638709 Edm = 0.0536332 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297489.4152474 Edm = 0.0121737 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297489.3755529 Edm = 0.00809301 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297489.3615075 Edm = 0.00160471 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297489.3605328 Edm = 0.000368328 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297489.3600948 Edm = 1.90409e-05 NCalls = 192 -VariableMetric: After Hessian - FCN = 297489.3600948 Edm = 1.66404 NCalls = 681 -VariableMetric: Iteration # 60 - FCN = 297489.3600948 Edm = 1.66404 NCalls = 681 -VariableMetric: Iteration # 61 - FCN = 297486.8909963 Edm = 1.22219 NCalls = 684 -VariableMetric: Iteration # 62 - FCN = 297486.5485221 Edm = 0.255897 NCalls = 686 -VariableMetric: Iteration # 63 - FCN = 297486.4260895 Edm = 0.169541 NCalls = 688 -VariableMetric: Iteration # 64 - FCN = 297486.1931446 Edm = 1.64738 NCalls = 693 -VariableMetric: Iteration # 65 - FCN = 297486.1120868 Edm = 0.368223 NCalls = 694 -VariableMetric: Iteration # 66 - FCN = 297485.787228 Edm = 0.402394 NCalls = 696 -VariableMetric: Iteration # 67 - FCN = 297485.5352567 Edm = 0.277405 NCalls = 700 -VariableMetric: Iteration # 68 - FCN = 297485.3617219 Edm = 0.280347 NCalls = 703 -VariableMetric: Iteration # 69 - FCN = 297485.0199683 Edm = 0.620986 NCalls = 709 -VariableMetric: Iteration # 70 - FCN = 297484.4896175 Edm = 1.84647 NCalls = 713 -VariableMetric: Iteration # 71 - FCN = 297484.3927616 Edm = 0.225389 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297483.7835708 Edm = 5.84831 NCalls = 720 -VariableMetric: Iteration # 73 - FCN = 297482.4813355 Edm = 8.05674 NCalls = 725 -VariableMetric: Iteration # 74 - FCN = 297482.214795 Edm = 0.862543 NCalls = 729 -VariableMetric: Iteration # 75 - FCN = 297481.3141569 Edm = 6.55296 NCalls = 735 -VariableMetric: Iteration # 76 - FCN = 297479.9539158 Edm = 3.78562 NCalls = 742 -VariableMetric: Iteration # 77 - FCN = 297479.3535477 Edm = 1.80915 NCalls = 745 -VariableMetric: Iteration # 78 - FCN = 297478.9204555 Edm = 0.455346 NCalls = 749 -VariableMetric: Iteration # 79 - FCN = 297476.6174571 Edm = 1.58369 NCalls = 755 -VariableMetric: Iteration # 80 - FCN = 297471.1398572 Edm = 7.03789 NCalls = 761 -VariableMetric: Iteration # 81 - FCN = 297469.1509209 Edm = 3.49291 NCalls = 764 -VariableMetric: Iteration # 82 - FCN = 297467.0902691 Edm = 1.04069 NCalls = 766 -VariableMetric: Iteration # 83 - FCN = 297466.1546105 Edm = 0.324062 NCalls = 767 -VariableMetric: Iteration # 84 - FCN = 297465.8038713 Edm = 0.225117 NCalls = 769 -VariableMetric: Iteration # 85 - FCN = 297465.4451252 Edm = 0.389816 NCalls = 772 -VariableMetric: Iteration # 86 - FCN = 297465.2143259 Edm = 0.319774 NCalls = 774 -VariableMetric: Iteration # 87 - FCN = 297464.869652 Edm = 0.24926 NCalls = 776 -VariableMetric: Iteration # 88 - FCN = 297464.6059792 Edm = 0.36103 NCalls = 777 -VariableMetric: Iteration # 89 - FCN = 297464.3938703 Edm = 0.162002 NCalls = 779 -VariableMetric: Iteration # 90 - FCN = 297464.2030412 Edm = 0.121515 NCalls = 781 -VariableMetric: Iteration # 91 - FCN = 297464.1253725 Edm = 0.060465 NCalls = 784 -VariableMetric: Iteration # 92 - FCN = 297464.0251902 Edm = 0.0567772 NCalls = 786 -VariableMetric: Iteration # 93 - FCN = 297463.939947 Edm = 0.0447434 NCalls = 789 -VariableMetric: Iteration # 94 - FCN = 297463.8379189 Edm = 0.0608467 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297463.7964365 Edm = 0.0868057 NCalls = 794 -VariableMetric: Iteration # 96 - FCN = 297463.7037377 Edm = 0.0366839 NCalls = 796 -VariableMetric: Iteration # 97 - FCN = 297463.6518542 Edm = 0.040614 NCalls = 799 -VariableMetric: Iteration # 98 - FCN = 297463.5860607 Edm = 0.050751 NCalls = 802 -VariableMetric: Iteration # 99 - FCN = 297463.523972 Edm = 0.0441491 NCalls = 805 -VariableMetric: Iteration # 100 - FCN = 297463.5086565 Edm = 0.0474205 NCalls = 806 -VariableMetric: Iteration # 101 - FCN = 297463.4736421 Edm = 0.0743306 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297463.4205779 Edm = 0.0388703 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297463.3624828 Edm = 0.0321796 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297463.3212509 Edm = 0.0339488 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297463.2796348 Edm = 0.0247613 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297463.2410921 Edm = 0.0184284 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297463.2292239 Edm = 0.0183748 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297463.2070128 Edm = 0.00916476 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297463.1837412 Edm = 0.00800069 NCalls = 829 -VariableMetric: Iteration # 110 - FCN = 297463.1706426 Edm = 0.0108804 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297463.1672026 Edm = 0.00381485 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297463.1605619 Edm = 0.0023354 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297463.1557638 Edm = 0.00304531 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297463.1466955 Edm = 0.00831462 NCalls = 843 -VariableMetric: Iteration # 115 - FCN = 297463.1322954 Edm = 0.0128149 NCalls = 847 -VariableMetric: Iteration # 116 - FCN = 297463.1205754 Edm = 0.012833 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297463.10044 Edm = 0.00870527 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297463.0871989 Edm = 0.0123504 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297463.0804845 Edm = 0.00562922 NCalls = 861 -VariableMetric: Iteration # 120 - FCN = 297463.0717451 Edm = 0.00616672 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297463.0573256 Edm = 0.0134988 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297463.048086 Edm = 0.00749073 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297463.0378416 Edm = 0.0177937 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297463.0040389 Edm = 0.109839 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297462.0241078 Edm = 0.929238 NCalls = 887 -VariableMetric: Iteration # 126 - FCN = 297462.0237967 Edm = 0.0211382 NCalls = 889 -VariableMetric: Iteration # 127 - FCN = 297462.0178621 Edm = 0.00760956 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297462.0106439 Edm = 0.0120384 NCalls = 893 -VariableMetric: Iteration # 129 - FCN = 297461.9733808 Edm = 0.0175995 NCalls = 897 -VariableMetric: Iteration # 130 - FCN = 297461.9119309 Edm = 0.0479124 NCalls = 900 -VariableMetric: Iteration # 131 - FCN = 297461.7834934 Edm = 0.125072 NCalls = 905 -VariableMetric: Iteration # 132 - FCN = 297461.7782318 Edm = 0.0118268 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297461.7493554 Edm = 0.0249202 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297461.6545185 Edm = 0.0511106 NCalls = 913 -VariableMetric: Iteration # 135 - FCN = 297461.5003656 Edm = 0.0936652 NCalls = 916 -VariableMetric: Iteration # 136 - FCN = 297461.3043245 Edm = 0.100008 NCalls = 920 -VariableMetric: Iteration # 137 - FCN = 297461.075601 Edm = 0.178641 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297460.891801 Edm = 0.0828168 NCalls = 927 -VariableMetric: Iteration # 139 - FCN = 297460.8045716 Edm = 0.0470175 NCalls = 928 -VariableMetric: Iteration # 140 - FCN = 297460.7778127 Edm = 0.0211573 NCalls = 930 -VariableMetric: Iteration # 141 - FCN = 297460.7557411 Edm = 0.00760238 NCalls = 932 -VariableMetric: Iteration # 142 - FCN = 297460.7395801 Edm = 0.00754146 NCalls = 935 -VariableMetric: Iteration # 143 - FCN = 297460.7281687 Edm = 0.00830154 NCalls = 937 -VariableMetric: Iteration # 144 - FCN = 297460.7159296 Edm = 0.00398416 NCalls = 940 -VariableMetric: Iteration # 145 - FCN = 297460.7040922 Edm = 0.00249658 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297460.6993088 Edm = 0.00143544 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297460.6978698 Edm = 0.000509343 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297460.6969996 Edm = 0.000292821 NCalls = 949 -VariableMetric: Iteration # 149 - FCN = 297460.6954863 Edm = 0.000707186 NCalls = 953 -VariableMetric: Iteration # 150 - FCN = 297460.6943968 Edm = 0.000419165 NCalls = 955 -VariableMetric: Iteration # 151 - FCN = 297460.6937154 Edm = 0.000815109 NCalls = 958 -VariableMetric: Iteration # 152 - FCN = 297460.6932164 Edm = 0.000447545 NCalls = 960 -VariableMetric: Iteration # 153 - FCN = 297460.6922717 Edm = 0.000462081 NCalls = 964 -VariableMetric: Iteration # 154 - FCN = 297460.691376 Edm = 0.000376232 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297460.6905163 Edm = 0.00201849 NCalls = 971 -VariableMetric: Iteration # 156 - FCN = 297460.6901132 Edm = 0.000263311 NCalls = 973 -VariableMetric: Iteration # 157 - FCN = 297460.6898117 Edm = 0.000260952 NCalls = 976 -VariableMetric: Iteration # 158 - FCN = 297460.6895539 Edm = 0.000105875 NCalls = 978 -VariableMetric: Iteration # 159 - FCN = 297460.6893347 Edm = 8.77683e-05 NCalls = 981 -VariableMetric: Iteration # 160 - FCN = 297460.6892342 Edm = 3.075e-05 NCalls = 983 -VariableMetric: After Hessian - FCN = 297460.6892342 Edm = 0.0456559 NCalls = 1468 -VariableMetric: Iteration # 161 - FCN = 297460.6892342 Edm = 0.0456559 NCalls = 1468 -VariableMetric: Iteration # 162 - FCN = 297460.6862059 Edm = 0.0025835 NCalls = 1470 -VariableMetric: Iteration # 163 - FCN = 297460.6848774 Edm = 0.00187639 NCalls = 1473 -VariableMetric: Iteration # 164 - FCN = 297460.6827712 Edm = 0.000713823 NCalls = 1475 -VariableMetric: Iteration # 165 - FCN = 297460.6802701 Edm = 0.00169536 NCalls = 1477 -VariableMetric: Iteration # 166 - FCN = 297460.6778835 Edm = 0.000604392 NCalls = 1480 -VariableMetric: Iteration # 167 - FCN = 297460.6767016 Edm = 0.000422641 NCalls = 1482 -VariableMetric: Iteration # 168 - FCN = 297460.6763157 Edm = 0.000234498 NCalls = 1484 -VariableMetric: Iteration # 169 - FCN = 297460.6760433 Edm = 0.000107136 NCalls = 1486 -VariableMetric: Iteration # 170 - FCN = 297460.6758549 Edm = 0.000107337 NCalls = 1489 -VariableMetric: Iteration # 171 - FCN = 297460.6755102 Edm = 0.000105948 NCalls = 1492 -VariableMetric: Iteration # 172 - FCN = 297460.6753195 Edm = 1.9897e-05 NCalls = 1494 -VariableMetric: After Hessian - FCN = 297460.6753195 Edm = 0.000256288 NCalls = 1985 -VariableMetric: Iteration # 173 - FCN = 297460.6753195 Edm = 0.000256288 NCalls = 1985 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324916.4976769 Edm = 1994.31 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324916.4976769 Edm = 1994.31 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321015.7705866 Edm = 18.8698 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 320960.888164 Edm = 202.453 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 306140.1211341 Edm = 3135.41 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298911.4919229 Edm = 509.47 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298594.7534686 Edm = 1.48469 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298328.3952777 Edm = 1.37977 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 298310.847022 Edm = 40.4921 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298282.5439431 Edm = 22.305 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 298052.5806228 Edm = 26.2218 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 298012.3389669 Edm = 0.667739 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298011.5667149 Edm = 0.779265 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297931.4276827 Edm = 3.4671 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 297928.1097076 Edm = 14.4086 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 297873.9470872 Edm = 71.1497 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 297861.4326163 Edm = 13.4396 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 297832.9785494 Edm = 18.9276 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297823.0840351 Edm = 9.42073 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297813.6069675 Edm = 4.31461 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297810.3651276 Edm = 0.565373 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297809.9525056 Edm = 0.440927 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297805.9342844 Edm = 4.86141 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297784.9473356 Edm = 15.4742 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297680.667007 Edm = 6.70413 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297674.8547515 Edm = 2.31475 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297670.5424002 Edm = 0.321411 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297670.1729061 Edm = 0.159311 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297668.6510041 Edm = 1.94514 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297639.5622968 Edm = 19.4784 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297569.4499852 Edm = 3.60796 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297562.0481296 Edm = 2.11272 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297556.9502421 Edm = 1.03494 NCalls = 130 -VariableMetric: Iteration # 32 - FCN = 297556.248621 Edm = 0.205474 NCalls = 132 -VariableMetric: Iteration # 33 - FCN = 297555.974556 Edm = 0.169629 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297555.206475 Edm = 1.03518 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297539.2241731 Edm = 9.03243 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297499.1967929 Edm = 9.11313 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297471.7633428 Edm = 7.13889 NCalls = 150 -VariableMetric: Iteration # 38 - FCN = 297463.6981404 Edm = 1.88138 NCalls = 152 -VariableMetric: Iteration # 39 - FCN = 297461.5796765 Edm = 1.1261 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297444.7697986 Edm = 4.66258 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297444.2337748 Edm = 3.35553 NCalls = 165 -VariableMetric: Iteration # 42 - FCN = 297441.3603373 Edm = 1.45977 NCalls = 167 -VariableMetric: Iteration # 43 - FCN = 297440.3160587 Edm = 0.203874 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297440.1297259 Edm = 0.0250812 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297440.0309074 Edm = 0.0771243 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297435.3976416 Edm = 4.59438 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297357.9933069 Edm = 11.4289 NCalls = 182 -VariableMetric: Iteration # 48 - FCN = 297339.3993659 Edm = 2.60328 NCalls = 184 -VariableMetric: Iteration # 49 - FCN = 297332.9657333 Edm = 0.301438 NCalls = 186 -VariableMetric: Iteration # 50 - FCN = 297332.6605806 Edm = 0.0160118 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297332.6435909 Edm = 0.0011544 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297332.6406067 Edm = 0.00111052 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297332.6298907 Edm = 0.00838231 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297332.47196 Edm = 0.135755 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297328.1360831 Edm = 2.00934 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297324.56578 Edm = 0.125693 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297324.4573597 Edm = 0.00208395 NCalls = 207 -VariableMetric: Iteration # 58 - FCN = 297324.454906 Edm = 0.000336469 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297324.4489791 Edm = 0.0051477 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297321.9838933 Edm = 1.39945 NCalls = 220 -VariableMetric: Iteration # 61 - FCN = 297318.7476341 Edm = 0.660454 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297318.220148 Edm = 0.256361 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297317.6603064 Edm = 0.0933233 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297317.4873642 Edm = 0.0238201 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297317.4680329 Edm = 0.00429545 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297317.4623993 Edm = 0.000329489 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297317.4618056 Edm = 0.000200134 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297317.4588817 Edm = 0.00245233 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297317.2610137 Edm = 0.209732 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297317.240103 Edm = 0.0193051 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297316.7242035 Edm = 0.53983 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297316.0348737 Edm = 0.437812 NCalls = 260 -VariableMetric: Iteration # 73 - FCN = 297314.6993463 Edm = 0.13471 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297314.6249112 Edm = 0.0086288 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297314.6165019 Edm = 0.000919306 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297314.6147959 Edm = 0.000148797 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297314.6144832 Edm = 0.000123485 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297314.605549 Edm = 0.00833756 NCalls = 276 -VariableMetric: Iteration # 79 - FCN = 297313.7516882 Edm = 0.568342 NCalls = 281 -VariableMetric: Iteration # 80 - FCN = 297310.4964396 Edm = 0.529442 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297309.6454333 Edm = 0.560774 NCalls = 287 -VariableMetric: Iteration # 82 - FCN = 297308.8663844 Edm = 0.535519 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297308.4089094 Edm = 0.756074 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297307.8978896 Edm = 0.659812 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297307.4853557 Edm = 0.263999 NCalls = 302 -VariableMetric: Iteration # 86 - FCN = 297307.3128439 Edm = 0.20414 NCalls = 304 -VariableMetric: Iteration # 87 - FCN = 297307.1055677 Edm = 0.0974685 NCalls = 307 -VariableMetric: Iteration # 88 - FCN = 297306.9500565 Edm = 0.0482901 NCalls = 310 -VariableMetric: Iteration # 89 - FCN = 297306.8943627 Edm = 0.0226572 NCalls = 312 -VariableMetric: Iteration # 90 - FCN = 297306.8558564 Edm = 0.00769381 NCalls = 314 -VariableMetric: Iteration # 91 - FCN = 297306.8466076 Edm = 0.000828479 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297306.845131 Edm = 0.000481192 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297306.839391 Edm = 0.00463472 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297306.7746121 Edm = 0.0613468 NCalls = 324 -VariableMetric: Iteration # 95 - FCN = 297305.2203673 Edm = 0.831509 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297303.3735083 Edm = 0.935218 NCalls = 334 -VariableMetric: Iteration # 97 - FCN = 297302.634979 Edm = 0.528396 NCalls = 336 -VariableMetric: Iteration # 98 - FCN = 297302.2462742 Edm = 0.509409 NCalls = 339 -VariableMetric: Iteration # 99 - FCN = 297301.5603866 Edm = 0.755919 NCalls = 343 -VariableMetric: Iteration # 100 - FCN = 297300.981531 Edm = 1.34177 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297299.8985502 Edm = 0.700937 NCalls = 350 -VariableMetric: Iteration # 102 - FCN = 297299.167928 Edm = 0.692169 NCalls = 353 -VariableMetric: Iteration # 103 - FCN = 297297.8105567 Edm = 0.869593 NCalls = 357 -VariableMetric: Iteration # 104 - FCN = 297296.0124304 Edm = 0.972657 NCalls = 363 -VariableMetric: Iteration # 105 - FCN = 297295.6404688 Edm = 1.04373 NCalls = 365 -VariableMetric: Iteration # 106 - FCN = 297295.0115809 Edm = 0.64337 NCalls = 367 -VariableMetric: Iteration # 107 - FCN = 297294.6903309 Edm = 0.278557 NCalls = 369 -VariableMetric: Iteration # 108 - FCN = 297294.2658218 Edm = 0.104989 NCalls = 371 -VariableMetric: Iteration # 109 - FCN = 297294.0127538 Edm = 0.158273 NCalls = 373 -VariableMetric: Iteration # 110 - FCN = 297293.6234298 Edm = 0.61145 NCalls = 376 -VariableMetric: Iteration # 111 - FCN = 297293.5365662 Edm = 0.278524 NCalls = 379 -VariableMetric: Iteration # 112 - FCN = 297292.8622974 Edm = 0.555767 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297292.3113435 Edm = 0.566552 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297291.848527 Edm = 0.281073 NCalls = 388 -VariableMetric: Iteration # 115 - FCN = 297291.502016 Edm = 0.0996162 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297291.3651311 Edm = 0.058584 NCalls = 393 -VariableMetric: Iteration # 117 - FCN = 297291.2616683 Edm = 0.0401904 NCalls = 395 -VariableMetric: Iteration # 118 - FCN = 297291.2090107 Edm = 0.0129285 NCalls = 397 -VariableMetric: Iteration # 119 - FCN = 297291.1982618 Edm = 0.0134468 NCalls = 399 -VariableMetric: Iteration # 120 - FCN = 297291.1784595 Edm = 0.0125654 NCalls = 402 -VariableMetric: Iteration # 121 - FCN = 297291.141103 Edm = 0.116613 NCalls = 407 -VariableMetric: Iteration # 122 - FCN = 297291.1195477 Edm = 0.0144 NCalls = 409 -VariableMetric: Iteration # 123 - FCN = 297291.1144517 Edm = 0.0298424 NCalls = 411 -VariableMetric: Iteration # 124 - FCN = 297291.104851 Edm = 0.00343405 NCalls = 413 -VariableMetric: Iteration # 125 - FCN = 297291.0970885 Edm = 0.00343308 NCalls = 415 -VariableMetric: Iteration # 126 - FCN = 297291.0833786 Edm = 0.0105348 NCalls = 418 -VariableMetric: Iteration # 127 - FCN = 297291.0468709 Edm = 0.0325166 NCalls = 421 -VariableMetric: Iteration # 128 - FCN = 297290.9761288 Edm = 0.0910376 NCalls = 428 -VariableMetric: Iteration # 129 - FCN = 297290.9555321 Edm = 0.0777696 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297290.8687022 Edm = 0.126638 NCalls = 437 -VariableMetric: Iteration # 131 - FCN = 297290.8579192 Edm = 0.017759 NCalls = 440 -VariableMetric: Iteration # 132 - FCN = 297290.7299611 Edm = 0.0922066 NCalls = 445 -VariableMetric: Iteration # 133 - FCN = 297290.4129398 Edm = 0.100452 NCalls = 447 -VariableMetric: Iteration # 134 - FCN = 297290.2590238 Edm = 0.152255 NCalls = 450 -VariableMetric: Iteration # 135 - FCN = 297290.1700551 Edm = 0.0840932 NCalls = 452 -VariableMetric: Iteration # 136 - FCN = 297290.000537 Edm = 0.0756433 NCalls = 454 -VariableMetric: Iteration # 137 - FCN = 297289.9433448 Edm = 0.0160571 NCalls = 455 -VariableMetric: Iteration # 138 - FCN = 297289.925297 Edm = 0.000960654 NCalls = 457 -VariableMetric: Iteration # 139 - FCN = 297289.924322 Edm = 0.000134212 NCalls = 459 -VariableMetric: Iteration # 140 - FCN = 297289.9236402 Edm = 0.000364219 NCalls = 462 -VariableMetric: Iteration # 141 - FCN = 297289.9216299 Edm = 0.00164785 NCalls = 465 -VariableMetric: Iteration # 142 - FCN = 297289.8843701 Edm = 0.0335263 NCalls = 470 -VariableMetric: Iteration # 143 - FCN = 297289.2308436 Edm = 0.228026 NCalls = 474 -VariableMetric: Iteration # 144 - FCN = 297288.8696201 Edm = 0.00289333 NCalls = 476 -VariableMetric: Iteration # 145 - FCN = 297288.8665388 Edm = 5.51414e-05 NCalls = 477 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320696.6099972 Edm = 33.0312 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320696.6099972 Edm = 33.0312 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309225.753049 Edm = 71.3751 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 309196.5031507 Edm = 122.399 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 307634.9663708 Edm = 13744.6 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 307457.7241592 Edm = 332.596 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 306251.4860028 Edm = 433.202 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 305740.1117894 Edm = 625.128 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 305514.5332043 Edm = 72.2528 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 305008.0899583 Edm = 217.586 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298862.9525667 Edm = 14.5989 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298832.581099 Edm = 40.5072 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298123.5626429 Edm = 14.8473 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298090.7353572 Edm = 16.2316 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297980.2634229 Edm = 10.4199 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297966.5564888 Edm = 0.762147 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297965.9826613 Edm = 0.242455 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297949.5327989 Edm = 13.1734 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297920.5137915 Edm = 10.0324 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297915.1881161 Edm = 7.17825 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297912.5641043 Edm = 0.902125 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297911.8019375 Edm = 0.112627 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297911.1936167 Edm = 0.510603 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297848.4186891 Edm = 40.8188 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297681.4305127 Edm = 23.7637 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297644.4981712 Edm = 3.99999 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297632.1302255 Edm = 3.80475 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297613.0887274 Edm = 4.05387 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297609.6914809 Edm = 2.40263 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297606.3320026 Edm = 1.3464 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297601.521625 Edm = 1.86104 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297594.0475449 Edm = 5.28693 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297591.8878285 Edm = 2.21184 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297587.4908092 Edm = 1.42778 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297581.6894318 Edm = 4.35032 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297575.7136444 Edm = 3.26946 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297574.2438997 Edm = 6.46923 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297569.110708 Edm = 1.2419 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297567.5695635 Edm = 5.59714 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297563.7857293 Edm = 3.30926 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297559.7084636 Edm = 1.32802 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297558.5764166 Edm = 1.40841 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297555.6986373 Edm = 2.64476 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297552.5235705 Edm = 3.73069 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297548.065259 Edm = 1.55208 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297545.6794015 Edm = 2.04865 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297545.0541735 Edm = 0.797589 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297544.3247385 Edm = 0.0653541 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297544.1120067 Edm = 0.192843 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297525.7040987 Edm = 18.7235 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297494.6379305 Edm = 22.9202 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297436.6091844 Edm = 16.7834 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297401.429592 Edm = 7.12187 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297397.4549668 Edm = 0.377218 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297396.6442806 Edm = 0.164695 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297394.1072684 Edm = 2.07695 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297393.8441999 Edm = 0.323514 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297392.6656723 Edm = 2.28808 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297389.4178265 Edm = 6.89302 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297389.0452098 Edm = 0.65486 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297385.8265338 Edm = 2.64786 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297380.3415296 Edm = 2.33137 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297374.2955913 Edm = 4.33254 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297363.7966084 Edm = 6.06007 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297361.7928739 Edm = 4.69994 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297359.9778678 Edm = 2.74451 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297357.3085107 Edm = 0.340304 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297357.1054704 Edm = 0.0147124 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297357.0784001 Edm = 0.00939494 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297356.9867224 Edm = 0.0791329 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297354.0189651 Edm = 3.10398 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297320.8993429 Edm = 15.0632 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297286.1484061 Edm = 5.47787 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297276.2790383 Edm = 1.3653 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297274.1452053 Edm = 0.682523 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297273.140498 Edm = 0.101293 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297273.0537121 Edm = 0.00330283 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297273.0498047 Edm = 0.00154748 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297273.0442584 Edm = 0.00590982 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297272.9201357 Edm = 0.115923 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297272.915316 Edm = 0.00351159 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297269.2124861 Edm = 1.45246 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297250.9082061 Edm = 6.86536 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297238.652364 Edm = 20.552 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297229.7731127 Edm = 4.36487 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297226.452226 Edm = 1.92284 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297223.4244894 Edm = 0.886269 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297221.7147416 Edm = 0.498409 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297217.9813187 Edm = 1.14882 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297217.1409353 Edm = 1.16541 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297216.7841553 Edm = 0.0823329 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297216.7358136 Edm = 0.0045018 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297216.7313002 Edm = 0.00097593 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297216.7301008 Edm = 0.000983912 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297216.6854006 Edm = 0.0445865 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297216.0805871 Edm = 0.212431 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297213.7873618 Edm = 0.845608 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297212.3053679 Edm = 0.0872849 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297212.2209967 Edm = 0.0267491 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297212.1642693 Edm = 0.00969568 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297212.1514161 Edm = 0.000381723 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297212.1509275 Edm = 0.000111272 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297212.1502505 Edm = 0.000499764 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297212.141018 Edm = 0.00797673 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297211.8982095 Edm = 0.195872 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297210.2977144 Edm = 0.291851 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297210.0481556 Edm = 0.0354153 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297210.0148563 Edm = 0.00201832 NCalls = 338 -VariableMetric: Iteration # 107 - FCN = 297210.012485 Edm = 0.000132377 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297210.0122257 Edm = 0.000104464 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297210.0108812 Edm = 0.00110714 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297209.881738 Edm = 0.142165 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297209.8493082 Edm = 0.0313958 NCalls = 354 -VariableMetric: Iteration # 112 - FCN = 297209.3735134 Edm = 0.450551 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297204.9135283 Edm = 3.43906 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297202.9312273 Edm = 1.30287 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297202.2195148 Edm = 0.303357 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297201.9394911 Edm = 0.0870488 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297201.8322317 Edm = 0.0252407 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297201.8009635 Edm = 0.0061068 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297201.7925231 Edm = 0.0019761 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297201.7888083 Edm = 0.00117637 NCalls = 382 -VariableMetric: Iteration # 121 - FCN = 297201.785656 Edm = 0.00275129 NCalls = 384 -VariableMetric: Iteration # 122 - FCN = 297201.7592364 Edm = 0.0286315 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297200.9788686 Edm = 0.948064 NCalls = 395 -VariableMetric: Iteration # 124 - FCN = 297200.9743973 Edm = 0.00143763 NCalls = 396 -VariableMetric: Iteration # 125 - FCN = 297200.9712151 Edm = 0.00340901 NCalls = 398 -VariableMetric: Iteration # 126 - FCN = 297200.9234086 Edm = 0.0334414 NCalls = 403 -VariableMetric: Iteration # 127 - FCN = 297199.373497 Edm = 1.30771 NCalls = 409 -VariableMetric: Iteration # 128 - FCN = 297191.5873461 Edm = 1.45341 NCalls = 412 -VariableMetric: Iteration # 129 - FCN = 297190.2372667 Edm = 0.0638332 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297190.1952424 Edm = 0.00571899 NCalls = 416 -VariableMetric: Iteration # 131 - FCN = 297190.1890867 Edm = 0.000716608 NCalls = 418 -VariableMetric: Iteration # 132 - FCN = 297190.1881864 Edm = 9.07172e-05 NCalls = 420 -VariableMetric: Iteration # 133 - FCN = 297190.1880994 Edm = 2.15496e-05 NCalls = 421 -VariableMetric: After Hessian - FCN = 297190.1880994 Edm = 3.1585 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297190.1880994 Edm = 3.1585 NCalls = 898 -VariableMetric: Iteration # 135 - FCN = 297187.0581224 Edm = 0.718085 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297186.5138156 Edm = 0.405403 NCalls = 901 -VariableMetric: Iteration # 137 - FCN = 297186.4946202 Edm = 0.130819 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297186.345011 Edm = 0.0975754 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297186.2505719 Edm = 0.0228991 NCalls = 907 -VariableMetric: Iteration # 140 - FCN = 297186.2287388 Edm = 0.00644313 NCalls = 909 -VariableMetric: Iteration # 141 - FCN = 297186.2162358 Edm = 0.00630366 NCalls = 912 -VariableMetric: Iteration # 142 - FCN = 297186.2069935 Edm = 0.0028864 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297186.2030226 Edm = 0.00115929 NCalls = 918 -VariableMetric: Iteration # 144 - FCN = 297186.2012274 Edm = 0.000592431 NCalls = 920 -VariableMetric: Iteration # 145 - FCN = 297186.2005559 Edm = 0.000300067 NCalls = 921 -VariableMetric: Iteration # 146 - FCN = 297186.2002461 Edm = 5.12958e-05 NCalls = 923 -VariableMetric: After Hessian - FCN = 297186.2002461 Edm = 0.000273559 NCalls = 1410 -VariableMetric: Iteration # 147 - FCN = 297186.2002461 Edm = 0.000273559 NCalls = 1410 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318961.3355458 Edm = 40.0118 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318961.3355458 Edm = 40.0118 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314587.563671 Edm = 38.4347 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 314527.8667888 Edm = 69.7349 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 310227.9583754 Edm = 14902 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300061.1911687 Edm = 506.156 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298205.7891713 Edm = 76.9875 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298053.1453606 Edm = 242.863 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297894.4659885 Edm = 2.36199 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297890.7644188 Edm = 0.197012 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297890.4316181 Edm = 0.0789312 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297807.5201658 Edm = 33.9053 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297696.4316312 Edm = 4.56579 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297689.9382491 Edm = 0.0783567 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297689.4664323 Edm = 0.38451 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297653.5812988 Edm = 11.6247 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297639.4852933 Edm = 0.347668 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297639.1433893 Edm = 0.0214783 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297638.9341863 Edm = 0.189814 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297488.2534191 Edm = 15.4106 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297469.1510758 Edm = 0.708432 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297468.2737469 Edm = 0.033697 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297468.2311583 Edm = 0.00411858 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297468.2106507 Edm = 0.0132528 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297467.5070246 Edm = 0.657906 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297443.3474716 Edm = 6.54687 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297431.6835979 Edm = 0.433194 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297431.2145084 Edm = 0.0652667 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297431.1046991 Edm = 0.00557421 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297431.0977656 Edm = 0.000920517 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297431.0799296 Edm = 0.0154255 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297415.4446644 Edm = 5.10371 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297403.2727194 Edm = 2.41851 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297402.3490578 Edm = 0.0831285 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297402.254788 Edm = 0.0106363 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297402.2387669 Edm = 0.00053609 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297402.2370452 Edm = 0.00114632 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297402.1967353 Edm = 0.0332186 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297397.9377051 Edm = 2.11225 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297393.7915017 Edm = 0.173889 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297393.5277383 Edm = 0.00737164 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297393.5180228 Edm = 0.000751483 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297393.5168051 Edm = 0.000467224 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297393.5150623 Edm = 0.00153156 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297393.4771483 Edm = 0.0377262 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297393.0144378 Edm = 0.0209767 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297388.3607503 Edm = 3.9585 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297385.619985 Edm = 1.14703 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297383.7209966 Edm = 0.234094 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297383.5207275 Edm = 0.109544 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297383.4560386 Edm = 0.00985769 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297383.4472046 Edm = 0.000491642 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297383.4460798 Edm = 0.000532224 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297383.4402845 Edm = 0.0020464 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297383.4347629 Edm = 0.00169897 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297383.3501386 Edm = 0.0780822 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297381.8650825 Edm = 1.08076 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297379.8952024 Edm = 1.09344 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297374.3130167 Edm = 11.379 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297373.9814112 Edm = 1.75507 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297372.5962939 Edm = 2.21859 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297371.0585733 Edm = 1.07932 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297369.7200213 Edm = 2.48387 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297366.7300584 Edm = 2.80008 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297365.8115252 Edm = 1.03215 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297364.4786578 Edm = 0.486518 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297364.0851635 Edm = 0.139334 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297364.0282693 Edm = 0.0222866 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297364.0109346 Edm = 0.00111394 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297364.0088816 Edm = 0.000469692 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297364.0064187 Edm = 0.00139013 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297363.9702694 Edm = 0.0268055 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297362.8544644 Edm = 0.68555 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297360.4573642 Edm = 0.102387 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297360.3440082 Edm = 0.00721342 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297360.3358816 Edm = 0.000231492 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297360.3355284 Edm = 0.000215406 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297360.3336108 Edm = 0.00197553 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297360.1998322 Edm = 0.0758347 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297358.8305988 Edm = 0.917036 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297356.4608612 Edm = 0.4504 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297355.9742536 Edm = 0.139496 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297355.8161934 Edm = 0.0814959 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297355.7521059 Edm = 0.00521232 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297355.7471505 Edm = 0.000509127 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297355.7465913 Edm = 5.75913e-05 NCalls = 275 -VariableMetric: After Hessian - FCN = 297355.7465913 Edm = 454.351 NCalls = 748 -VariableMetric: Iteration # 85 - FCN = 297355.7465913 Edm = 454.351 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297355.02922 Edm = 3924.2 NCalls = 756 -VariableMetric: Iteration # 87 - FCN = 297353.739049 Edm = 1.7613 NCalls = 766 -VariableMetric: Iteration # 88 - FCN = 297352.8342434 Edm = 13.3256 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297350.6061788 Edm = 0.286543 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297349.8804286 Edm = 0.271657 NCalls = 773 -VariableMetric: Iteration # 91 - FCN = 297349.5299255 Edm = 0.271504 NCalls = 775 -VariableMetric: Iteration # 92 - FCN = 297349.1304827 Edm = 0.106045 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297348.7280102 Edm = 0.252416 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297348.5447833 Edm = 0.165374 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297348.3608879 Edm = 0.13424 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297348.2089605 Edm = 0.103117 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297347.9611577 Edm = 0.0974776 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297347.7444608 Edm = 0.0672539 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297347.491662 Edm = 0.103792 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297347.3898888 Edm = 0.100343 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297347.1864363 Edm = 0.0949769 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297347.1005733 Edm = 0.047565 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297347.0493639 Edm = 0.0109615 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297347.0379197 Edm = 0.00396965 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297347.0349713 Edm = 0.00147007 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297347.0325331 Edm = 0.000741466 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297347.030931 Edm = 0.0004051 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297347.029338 Edm = 0.000747812 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297347.0263293 Edm = 0.000962964 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297347.0236854 Edm = 0.000735216 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297347.0206778 Edm = 0.00126579 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297347.0159076 Edm = 0.000381736 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297347.014826 Edm = 0.000330078 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297347.0140342 Edm = 7.70412e-05 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297347.0137331 Edm = 7.18863e-05 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297347.0135696 Edm = 1.83322e-05 NCalls = 831 -VariableMetric: After Hessian - FCN = 297347.0135696 Edm = 7.70781e-05 NCalls = 1322 -VariableMetric: Iteration # 117 - FCN = 297347.0135696 Edm = 7.70781e-05 NCalls = 1322 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319397.1719612 Edm = 7267.27 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319397.1719612 Edm = 7267.27 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300944.419476 Edm = 3.13984 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 300656.3889031 Edm = 17.2927 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299081.2115402 Edm = 292.251 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297966.9458999 Edm = 242.516 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297813.5092716 Edm = 251.039 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297641.4051552 Edm = 1.87946 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297640.0483665 Edm = 0.0887462 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297632.9625743 Edm = 7.36182 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297601.3642664 Edm = 8.50478 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297587.4001766 Edm = 0.0535271 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297587.3061033 Edm = 0.0398463 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297585.5761479 Edm = 1.85004 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297584.4413982 Edm = 1.10524 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297552.1188102 Edm = 1.75663 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297550.3903563 Edm = 0.0339264 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297550.1301544 Edm = 0.285944 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297521.7921416 Edm = 24.136 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297426.1917276 Edm = 58.3864 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297364.1576878 Edm = 19.1412 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297326.0206037 Edm = 14.5564 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297317.9143685 Edm = 1.26025 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297316.6603769 Edm = 0.280241 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297316.5428465 Edm = 0.018888 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297316.5142598 Edm = 0.0147242 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297316.4438876 Edm = 0.0731379 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297304.8570975 Edm = 0.448063 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297295.9396834 Edm = 0.297067 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297295.6806349 Edm = 0.00942475 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297295.6262149 Edm = 0.0432203 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297290.5325139 Edm = 2.63462 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297272.5203593 Edm = 3.77331 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297266.5763436 Edm = 0.109103 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297266.4667738 Edm = 0.00891683 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297266.4568247 Edm = 0.00127884 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297266.4513176 Edm = 0.00463075 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297266.0278071 Edm = 0.378409 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297240.9870943 Edm = 5.97713 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297232.3268709 Edm = 0.805292 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297231.397469 Edm = 0.136829 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297231.3017245 Edm = 0.0185051 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297231.2724352 Edm = 0.0145273 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297231.0810352 Edm = 0.231139 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297229.9332177 Edm = 1.04568 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297203.7738225 Edm = 4.58261 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297199.136332 Edm = 0.603929 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297198.2579863 Edm = 0.138082 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297198.1100241 Edm = 0.0227249 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297198.0781256 Edm = 0.00381035 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297198.0649033 Edm = 0.00742425 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297198.0235409 Edm = 0.0143374 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297197.8806884 Edm = 0.0567696 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297197.4617754 Edm = 0.307963 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297191.1720486 Edm = 2.31874 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297189.6386697 Edm = 0.345106 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297189.2758409 Edm = 0.0287903 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297189.2579229 Edm = 0.00235421 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297189.2551848 Edm = 0.000663426 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297189.2410501 Edm = 0.0143384 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297188.5016535 Edm = 0.219542 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297185.0265905 Edm = 1.62645 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297180.5108803 Edm = 0.474134 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297180.0006528 Edm = 0.0213221 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297179.9791147 Edm = 0.000316778 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297179.9786373 Edm = 0.00012061 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297179.9779409 Edm = 0.000613274 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297179.9734448 Edm = 0.00338748 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297179.808918 Edm = 0.133878 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297178.7828485 Edm = 0.0349725 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297178.7503849 Edm = 0.000647894 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297178.7498 Edm = 6.41546e-05 NCalls = 229 -VariableMetric: After Hessian - FCN = 297178.7498 Edm = 13.6836 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297178.7498 Edm = 13.6836 NCalls = 704 -VariableMetric: Iteration # 72 - FCN = 297177.3873843 Edm = 11.303 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297176.0877763 Edm = 8.69257 NCalls = 708 -VariableMetric: Iteration # 74 - FCN = 297166.4078345 Edm = 4.47995 NCalls = 710 -VariableMetric: Iteration # 75 - FCN = 297164.8383295 Edm = 1.077 NCalls = 713 -VariableMetric: Iteration # 76 - FCN = 297164.3633855 Edm = 0.191106 NCalls = 715 -VariableMetric: Iteration # 77 - FCN = 297163.9215792 Edm = 0.214114 NCalls = 718 -VariableMetric: Iteration # 78 - FCN = 297163.5728644 Edm = 0.106956 NCalls = 720 -VariableMetric: Iteration # 79 - FCN = 297163.4399764 Edm = 0.107871 NCalls = 722 -VariableMetric: Iteration # 80 - FCN = 297163.3499216 Edm = 0.0801311 NCalls = 724 -VariableMetric: Iteration # 81 - FCN = 297163.1573749 Edm = 0.137703 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297162.9705624 Edm = 0.285363 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297161.9272214 Edm = 3.34225 NCalls = 737 -VariableMetric: Iteration # 84 - FCN = 297161.9090286 Edm = 0.0397603 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297161.8906355 Edm = 0.170685 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297161.7370555 Edm = 0.423326 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297161.4465274 Edm = 0.351299 NCalls = 747 -VariableMetric: Iteration # 88 - FCN = 297159.8437223 Edm = 0.640222 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297159.0371059 Edm = 0.289869 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297158.8270076 Edm = 0.113564 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297158.6794386 Edm = 0.118894 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297158.5867712 Edm = 0.0390038 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297158.5057116 Edm = 0.0248638 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297158.4560061 Edm = 0.00898456 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297158.4348972 Edm = 0.00749626 NCalls = 767 -VariableMetric: Iteration # 96 - FCN = 297158.4196988 Edm = 0.00937398 NCalls = 770 -VariableMetric: Iteration # 97 - FCN = 297158.4018477 Edm = 0.00459767 NCalls = 773 -VariableMetric: Iteration # 98 - FCN = 297158.3910426 Edm = 0.00283812 NCalls = 775 -VariableMetric: Iteration # 99 - FCN = 297158.3811036 Edm = 0.00727501 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297158.373524 Edm = 0.00738363 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297158.356807 Edm = 0.00511876 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297158.3414291 Edm = 0.00433479 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297158.3316187 Edm = 0.00221591 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297158.3256136 Edm = 0.00229953 NCalls = 791 -VariableMetric: Iteration # 105 - FCN = 297158.3177307 Edm = 0.00319297 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297158.3131626 Edm = 0.00746381 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297158.3030317 Edm = 0.00330878 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297158.2952925 Edm = 0.001589 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297158.2934969 Edm = 0.0022887 NCalls = 802 -VariableMetric: Iteration # 110 - FCN = 297158.2924476 Edm = 0.000336455 NCalls = 804 -VariableMetric: Iteration # 111 - FCN = 297158.291582 Edm = 0.00029777 NCalls = 806 -VariableMetric: Iteration # 112 - FCN = 297158.290417 Edm = 0.000358381 NCalls = 808 -VariableMetric: Iteration # 113 - FCN = 297158.289629 Edm = 0.000136203 NCalls = 810 -VariableMetric: Iteration # 114 - FCN = 297158.2894209 Edm = 4.87553e-05 NCalls = 812 -VariableMetric: After Hessian - FCN = 297158.2894209 Edm = 0.000313052 NCalls = 1289 -VariableMetric: Iteration # 115 - FCN = 297158.2894209 Edm = 0.000313052 NCalls = 1289 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328900.4450074 Edm = 23104.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328900.4450074 Edm = 23104.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301131.7848266 Edm = 9.4689 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301051.3474834 Edm = 3.01795 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301037.2351502 Edm = 13.2729 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299565.9206924 Edm = 89.1876 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298887.3225414 Edm = 937.598 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298479.5522411 Edm = 67.0099 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298410.6879991 Edm = 1.87628 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298409.358125 Edm = 0.443922 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298392.1192114 Edm = 16.5555 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298109.4186635 Edm = 3.06205 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298106.7512188 Edm = 0.225316 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298106.1926783 Edm = 0.486652 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298047.2202836 Edm = 54.4681 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297846.206688 Edm = 0.582835 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297845.5304338 Edm = 0.122256 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297841.5430436 Edm = 3.47278 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297674.1671791 Edm = 46.2954 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297602.4486582 Edm = 4.81828 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297595.4689306 Edm = 0.870869 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297594.4205787 Edm = 0.0594035 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297594.3207152 Edm = 0.0265319 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297592.7627745 Edm = 1.49676 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297539.1246364 Edm = 26.1645 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297449.3276634 Edm = 14.7995 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297434.2239935 Edm = 2.37 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297432.9843862 Edm = 0.156246 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297432.8415413 Edm = 0.0327914 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297432.7725042 Edm = 0.0413784 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297432.6571601 Edm = 0.121126 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297431.4986408 Edm = 1.17348 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297413.8960411 Edm = 13.8304 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297330.7745495 Edm = 9.10322 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297322.9594752 Edm = 1.39741 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297320.5525804 Edm = 0.748404 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297319.1824261 Edm = 0.0861425 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297318.9910588 Edm = 0.0239566 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297318.9324227 Edm = 0.0147004 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297318.8259036 Edm = 0.0889459 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297306.7780233 Edm = 15.6096 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297286.0677778 Edm = 14.6793 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297274.4567294 Edm = 25.31 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297255.4429953 Edm = 4.16069 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297253.0486405 Edm = 1.7477 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297249.6112565 Edm = 0.578082 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297248.9967461 Edm = 0.164528 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297248.8310803 Edm = 0.0185613 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297248.8037054 Edm = 0.00440448 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297248.7873012 Edm = 0.0170379 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297248.5929197 Edm = 0.253687 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297247.2501799 Edm = 1.08593 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297218.1141319 Edm = 15.2857 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297179.1259844 Edm = 9.17753 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297173.4593679 Edm = 1.15608 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297172.3819863 Edm = 0.439971 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297171.9918105 Edm = 0.217089 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297171.6846297 Edm = 0.135931 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297171.233997 Edm = 0.614877 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297169.9529197 Edm = 0.539126 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297169.8988095 Edm = 0.180724 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297169.6816506 Edm = 0.0530974 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297169.4147608 Edm = 0.210195 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297167.6378313 Edm = 0.596857 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297167.0736603 Edm = 0.0534807 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297167.035487 Edm = 0.0324146 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297167.0060535 Edm = 0.0106303 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297166.9800038 Edm = 0.0110827 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297166.6875994 Edm = 0.255257 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297163.1402909 Edm = 2.66861 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297155.4360534 Edm = 5.96682 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297149.0293467 Edm = 2.97662 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297144.0097506 Edm = 1.75917 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297142.427551 Edm = 0.277633 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297142.0953917 Edm = 0.0667126 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297141.9749674 Edm = 0.0136114 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297141.957638 Edm = 0.0034234 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297141.9473449 Edm = 0.00808016 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297141.4438303 Edm = 0.464259 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297125.5453959 Edm = 8.04508 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297114.8103774 Edm = 7.40264 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297113.0118676 Edm = 3.28559 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297111.9667573 Edm = 1.12151 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297110.4960799 Edm = 0.229614 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297110.2028146 Edm = 0.0765431 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297110.0920537 Edm = 0.0477134 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297110.0273397 Edm = 0.0120172 NCalls = 259 -VariableMetric: Iteration # 86 - FCN = 297110.0156738 Edm = 0.00201897 NCalls = 260 -VariableMetric: Iteration # 87 - FCN = 297110.0099509 Edm = 0.00519291 NCalls = 262 -VariableMetric: Iteration # 88 - FCN = 297109.8955937 Edm = 0.123471 NCalls = 267 -VariableMetric: Iteration # 89 - FCN = 297109.2296706 Edm = 0.556577 NCalls = 274 -VariableMetric: Iteration # 90 - FCN = 297103.890412 Edm = 1.47429 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297101.8222114 Edm = 0.181893 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297101.6094601 Edm = 0.0212046 NCalls = 282 -VariableMetric: Iteration # 93 - FCN = 297101.5941356 Edm = 0.00566598 NCalls = 284 -VariableMetric: Iteration # 94 - FCN = 297101.5877648 Edm = 0.00160185 NCalls = 286 -VariableMetric: Iteration # 95 - FCN = 297101.5853406 Edm = 0.000640499 NCalls = 288 -VariableMetric: Iteration # 96 - FCN = 297101.5842253 Edm = 0.000746701 NCalls = 290 -VariableMetric: Iteration # 97 - FCN = 297101.5806161 Edm = 0.00298471 NCalls = 293 -VariableMetric: Iteration # 98 - FCN = 297101.5678499 Edm = 0.0126028 NCalls = 295 -VariableMetric: Iteration # 99 - FCN = 297101.2149605 Edm = 0.24325 NCalls = 301 -VariableMetric: Iteration # 100 - FCN = 297100.07075 Edm = 0.142903 NCalls = 303 -VariableMetric: Iteration # 101 - FCN = 297099.9071088 Edm = 0.0111011 NCalls = 305 -VariableMetric: Iteration # 102 - FCN = 297099.8941947 Edm = 0.00110951 NCalls = 307 -VariableMetric: Iteration # 103 - FCN = 297099.8928 Edm = 9.02296e-05 NCalls = 309 -VariableMetric: Iteration # 104 - FCN = 297099.8926479 Edm = 5.45903e-05 NCalls = 311 -VariableMetric: After Hessian - FCN = 297099.8926479 Edm = 2.37634 NCalls = 784 -VariableMetric: Iteration # 105 - FCN = 297099.8926479 Edm = 2.37634 NCalls = 784 -VariableMetric: Iteration # 106 - FCN = 297097.672791 Edm = 0.182955 NCalls = 787 -VariableMetric: Iteration # 107 - FCN = 297097.4724619 Edm = 0.0355465 NCalls = 789 -VariableMetric: Iteration # 108 - FCN = 297097.438209 Edm = 0.00718787 NCalls = 791 -VariableMetric: Iteration # 109 - FCN = 297097.4339099 Edm = 0.000563017 NCalls = 793 -VariableMetric: Iteration # 110 - FCN = 297097.433361 Edm = 8.58818e-05 NCalls = 795 -VariableMetric: Iteration # 111 - FCN = 297097.4332516 Edm = 1.90009e-05 NCalls = 797 -VariableMetric: After Hessian - FCN = 297097.4332516 Edm = 2.32203e-05 NCalls = 1280 -VariableMetric: Iteration # 112 - FCN = 297097.4332516 Edm = 2.32203e-05 NCalls = 1280 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299343.869314 Edm = 11.8102 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299343.869314 Edm = 11.8102 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298442.8794699 Edm = 1.08344 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298441.039313 Edm = 2.21382 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297766.2620931 Edm = 0.469073 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297765.5533783 Edm = 0.39462 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297764.4615009 Edm = 0.50148 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297699.4011262 Edm = 15.3973 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297681.1209051 Edm = 0.0824974 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297680.8674377 Edm = 0.179432 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297668.0459496 Edm = 5.5103 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297660.9051905 Edm = 0.0633468 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297660.8162102 Edm = 0.0276853 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297658.5615983 Edm = 2.38716 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297657.905533 Edm = 0.603469 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297572.5207639 Edm = 18.9029 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297541.850274 Edm = 2.3532 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297539.6941189 Edm = 0.0970875 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297539.5806508 Edm = 0.00950822 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297539.5412345 Edm = 0.0388 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297534.5954887 Edm = 4.45331 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297436.4933149 Edm = 4.29577 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297431.9506844 Edm = 2.12764 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297430.5539449 Edm = 0.120135 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297430.4589952 Edm = 0.0226384 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297430.4363947 Edm = 0.00945865 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297430.4149286 Edm = 0.00873514 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297430.1704459 Edm = 0.22667 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297397.7201592 Edm = 18.6394 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297390.0901506 Edm = 4.05523 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297387.6971013 Edm = 0.692073 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297386.9039567 Edm = 0.206191 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297386.7261225 Edm = 0.0390798 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297386.6892447 Edm = 0.000600571 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297386.6870072 Edm = 0.00175602 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297386.6468344 Edm = 0.0580698 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297386.6295243 Edm = 0.0156407 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297383.6454156 Edm = 0.495716 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297382.9296575 Edm = 0.0392805 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297382.8765507 Edm = 0.00386121 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297382.8722096 Edm = 0.000561713 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297382.8681689 Edm = 0.00318153 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297382.7147813 Edm = 0.132555 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297380.1756747 Edm = 1.1249 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297378.1045377 Edm = 0.199194 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297377.8998929 Edm = 0.0164459 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297377.8858945 Edm = 0.00190277 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297377.8830384 Edm = 0.000322076 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297377.8823424 Edm = 0.000272976 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297377.8752359 Edm = 0.00863604 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297377.8188902 Edm = 0.0542317 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297377.8164737 Edm = 0.00192581 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297376.958166 Edm = 0.487267 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297375.783238 Edm = 0.0361078 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297375.7405118 Edm = 0.00317573 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297375.7375304 Edm = 9.72495e-05 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297375.7373804 Edm = 5.59511e-05 NCalls = 177 -VariableMetric: After Hessian - FCN = 297375.7373804 Edm = 9.41817 NCalls = 652 -VariableMetric: Iteration # 56 - FCN = 297375.7373804 Edm = 9.41817 NCalls = 652 -VariableMetric: Iteration # 57 - FCN = 297369.2896742 Edm = 2380.6 NCalls = 658 -VariableMetric: Iteration # 58 - FCN = 297367.908096 Edm = 54451.5 NCalls = 668 -VariableMetric: Iteration # 59 - FCN = 297367.332554 Edm = 9772.38 NCalls = 674 -VariableMetric: Iteration # 60 - FCN = 297366.3818308 Edm = 12747.8 NCalls = 679 -VariableMetric: Iteration # 61 - FCN = 297365.9373984 Edm = 980.415 NCalls = 684 -VariableMetric: Iteration # 62 - FCN = 297365.1170816 Edm = 561.723 NCalls = 688 -VariableMetric: Iteration # 63 - FCN = 297364.3774246 Edm = 3293.08 NCalls = 691 -VariableMetric: Iteration # 64 - FCN = 297363.4794518 Edm = 205.939 NCalls = 694 -VariableMetric: Iteration # 65 - FCN = 297362.7322511 Edm = 247.874 NCalls = 697 -VariableMetric: Iteration # 66 - FCN = 297362.3640318 Edm = 31.4372 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297362.0722247 Edm = 23.979 NCalls = 703 -VariableMetric: Iteration # 68 - FCN = 297361.775642 Edm = 26.1133 NCalls = 706 -VariableMetric: Iteration # 69 - FCN = 297361.7695262 Edm = 38.6341 NCalls = 708 -VariableMetric: Iteration # 70 - FCN = 297361.6660251 Edm = 10.6884 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297361.4700752 Edm = 3.3404 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297361.3293605 Edm = 2.32852 NCalls = 715 -VariableMetric: Iteration # 73 - FCN = 297361.097904 Edm = 1.94395 NCalls = 717 -VariableMetric: Iteration # 74 - FCN = 297360.9156989 Edm = 3.07107 NCalls = 719 -VariableMetric: Iteration # 75 - FCN = 297360.7917604 Edm = 0.719812 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297360.728689 Edm = 0.215759 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297360.708056 Edm = 0.0210125 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297360.7061695 Edm = 0.0174487 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297360.6966095 Edm = 0.0450791 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297360.690311 Edm = 0.00998176 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297360.6892957 Edm = 0.00320313 NCalls = 733 -VariableMetric: Iteration # 82 - FCN = 297360.6875044 Edm = 0.00881259 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297360.6853681 Edm = 0.000302823 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297360.6849385 Edm = 0.000343298 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297360.684876 Edm = 3.19725e-05 NCalls = 740 -VariableMetric: After Hessian - FCN = 297360.684876 Edm = 3.39539e-05 NCalls = 1233 -VariableMetric: Iteration # 86 - FCN = 297360.684876 Edm = 3.39539e-05 NCalls = 1233 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317100.7667466 Edm = 32.0022 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317100.7667466 Edm = 32.0022 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300391.2636474 Edm = 13.6485 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299981.5025274 Edm = 612.722 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299846.1036389 Edm = 18.9245 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298043.9878485 Edm = 13.0337 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298033.8263873 Edm = 10.5261 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297973.6078962 Edm = 6.28623 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297793.3918808 Edm = 87.7327 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297626.334764 Edm = 9.03664 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297617.7482996 Edm = 0.166708 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297617.5441689 Edm = 0.0321008 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297617.3880949 Edm = 0.133157 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297606.7160339 Edm = 9.30053 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297530.5862777 Edm = 4.55436 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297524.090098 Edm = 0.340842 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297523.7106454 Edm = 0.0175807 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297523.6660767 Edm = 0.0231972 NCalls = 53 -VariableMetric: Iteration # 17 - FCN = 297519.7566393 Edm = 3.81277 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297472.1589436 Edm = 10.0425 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297459.2418279 Edm = 4.52146 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297450.1706645 Edm = 0.18265 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297450.0126458 Edm = 0.011948 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297449.988029 Edm = 0.0177966 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297449.744195 Edm = 0.266891 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297447.8456555 Edm = 1.55147 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297429.6063852 Edm = 2.78619 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297427.8755846 Edm = 1.67278 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297426.3009897 Edm = 0.150261 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297426.0640274 Edm = 0.0202575 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297426.035625 Edm = 0.00508662 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297426.0284615 Edm = 0.00399077 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297425.6844418 Edm = 0.310884 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297407.0855142 Edm = 2.20614 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297405.3124917 Edm = 0.317579 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297405.1140429 Edm = 0.00206826 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297405.1107229 Edm = 0.000561759 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297405.1092702 Edm = 0.000690848 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297405.097131 Edm = 0.013032 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297404.2114595 Edm = 0.418473 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297399.184204 Edm = 3.42358 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297397.1809277 Edm = 1.72862 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297395.7934715 Edm = 0.147143 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297395.6008693 Edm = 0.205471 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297395.1249567 Edm = 0.326042 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297394.4427064 Edm = 0.558613 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297394.1318073 Edm = 0.0531052 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297394.0842693 Edm = 0.0037523 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297394.0799536 Edm = 0.00193515 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297394.0737474 Edm = 0.00622659 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297392.624501 Edm = 0.53304 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297385.6618589 Edm = 2.76329 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297378.6974546 Edm = 9.89286 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297376.3263333 Edm = 1.86651 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297374.4015526 Edm = 2.06256 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297372.7844031 Edm = 1.15412 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297371.7625236 Edm = 0.745583 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297370.9969522 Edm = 0.661266 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297370.6290829 Edm = 0.659654 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297370.2158207 Edm = 0.190214 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297369.9564568 Edm = 0.208257 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297369.781193 Edm = 0.0810556 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297369.6960495 Edm = 0.0784914 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297369.556762 Edm = 0.0949493 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297369.4260577 Edm = 0.0569357 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297369.3646498 Edm = 0.00688599 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297369.357404 Edm = 0.00226447 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297369.3539423 Edm = 0.00174926 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297369.33528 Edm = 0.016983 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297368.3905673 Edm = 0.928004 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297360.7210207 Edm = 2.23848 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297359.8151347 Edm = 0.714957 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297359.4923628 Edm = 0.155772 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297359.3766333 Edm = 0.039157 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297359.2973109 Edm = 0.0119619 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297359.2845796 Edm = 0.00069677 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297359.2834279 Edm = 0.000458593 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297359.2762234 Edm = 0.00606811 NCalls = 233 -VariableMetric: Iteration # 77 - FCN = 297358.7562245 Edm = 0.457616 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297356.2824309 Edm = 0.29834 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297356.0327024 Edm = 0.266197 NCalls = 243 -VariableMetric: Iteration # 80 - FCN = 297355.6903602 Edm = 0.144209 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297355.5307978 Edm = 0.230948 NCalls = 249 -VariableMetric: Iteration # 82 - FCN = 297355.0086947 Edm = 0.585753 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297354.5654463 Edm = 0.649995 NCalls = 256 -VariableMetric: Iteration # 84 - FCN = 297353.6745045 Edm = 0.206914 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297353.3681249 Edm = 0.547979 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297352.9457294 Edm = 0.146927 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297352.7231515 Edm = 0.0706078 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297352.6413033 Edm = 0.0320083 NCalls = 271 -VariableMetric: Iteration # 89 - FCN = 297352.6070938 Edm = 0.00391996 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297352.6028103 Edm = 0.000547384 NCalls = 274 -VariableMetric: Iteration # 91 - FCN = 297352.6022789 Edm = 4.76607e-05 NCalls = 275 -VariableMetric: After Hessian - FCN = 297352.6022789 Edm = 148.775 NCalls = 748 -VariableMetric: Iteration # 92 - FCN = 297352.6022789 Edm = 148.775 NCalls = 748 -VariableMetric: Iteration # 93 - FCN = 297347.0292201 Edm = 38508.7 NCalls = 752 -VariableMetric: Iteration # 94 - FCN = 297345.6104155 Edm = 2.10654 NCalls = 756 -VariableMetric: Iteration # 95 - FCN = 297344.1677254 Edm = 0.359467 NCalls = 758 -VariableMetric: Iteration # 96 - FCN = 297343.0967111 Edm = 0.32889 NCalls = 761 -VariableMetric: Iteration # 97 - FCN = 297341.5135142 Edm = 1.93161 NCalls = 765 -VariableMetric: Iteration # 98 - FCN = 297340.826298 Edm = 2.05359 NCalls = 770 -VariableMetric: Iteration # 99 - FCN = 297339.1269765 Edm = 3.37969 NCalls = 774 -VariableMetric: Iteration # 100 - FCN = 297337.5918762 Edm = 3.96489 NCalls = 778 -VariableMetric: Iteration # 101 - FCN = 297335.6377178 Edm = 6.77937 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297332.3353254 Edm = 1.72549 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297328.0982044 Edm = 0.797418 NCalls = 787 -VariableMetric: Iteration # 104 - FCN = 297327.170502 Edm = 0.82906 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297326.0555615 Edm = 0.311778 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297325.1169694 Edm = 1.09915 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297323.6973266 Edm = 0.701503 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297323.0462392 Edm = 0.441585 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297322.8092149 Edm = 0.0933759 NCalls = 803 -VariableMetric: Iteration # 110 - FCN = 297322.6438712 Edm = 0.0973008 NCalls = 805 -VariableMetric: Iteration # 111 - FCN = 297322.4815452 Edm = 0.0667276 NCalls = 807 -VariableMetric: Iteration # 112 - FCN = 297322.2779973 Edm = 0.106787 NCalls = 809 -VariableMetric: Iteration # 113 - FCN = 297322.0470355 Edm = 0.180127 NCalls = 811 -VariableMetric: Iteration # 114 - FCN = 297321.7701472 Edm = 0.187475 NCalls = 813 -VariableMetric: Iteration # 115 - FCN = 297321.2990322 Edm = 0.367263 NCalls = 816 -VariableMetric: Iteration # 116 - FCN = 297321.0416918 Edm = 0.127589 NCalls = 819 -VariableMetric: Iteration # 117 - FCN = 297320.7751336 Edm = 0.149736 NCalls = 821 -VariableMetric: Iteration # 118 - FCN = 297320.5293414 Edm = 0.167966 NCalls = 824 -VariableMetric: Iteration # 119 - FCN = 297320.3930839 Edm = 0.0441832 NCalls = 827 -VariableMetric: Iteration # 120 - FCN = 297320.3200254 Edm = 0.0210937 NCalls = 829 -VariableMetric: Iteration # 121 - FCN = 297320.2952268 Edm = 0.01155 NCalls = 831 -VariableMetric: Iteration # 122 - FCN = 297320.2746827 Edm = 0.0122119 NCalls = 833 -VariableMetric: Iteration # 123 - FCN = 297320.2410332 Edm = 0.0130483 NCalls = 835 -VariableMetric: Iteration # 124 - FCN = 297320.215796 Edm = 0.00479903 NCalls = 837 -VariableMetric: Iteration # 125 - FCN = 297320.2026902 Edm = 0.00612156 NCalls = 839 -VariableMetric: Iteration # 126 - FCN = 297320.1851978 Edm = 0.013646 NCalls = 841 -VariableMetric: Iteration # 127 - FCN = 297320.1698285 Edm = 0.0109139 NCalls = 844 -VariableMetric: Iteration # 128 - FCN = 297320.1511148 Edm = 0.0084504 NCalls = 847 -VariableMetric: Iteration # 129 - FCN = 297320.1323915 Edm = 0.00893501 NCalls = 849 -VariableMetric: Iteration # 130 - FCN = 297320.0965358 Edm = 0.00899986 NCalls = 851 -VariableMetric: Iteration # 131 - FCN = 297320.0613211 Edm = 0.0125884 NCalls = 853 -VariableMetric: Iteration # 132 - FCN = 297320.031704 Edm = 0.00387733 NCalls = 856 -VariableMetric: Iteration # 133 - FCN = 297320.0253136 Edm = 0.00143221 NCalls = 858 -VariableMetric: Iteration # 134 - FCN = 297320.0223193 Edm = 0.00153601 NCalls = 860 -VariableMetric: Iteration # 135 - FCN = 297320.0176171 Edm = 0.00395548 NCalls = 863 -VariableMetric: Iteration # 136 - FCN = 297320.0086429 Edm = 0.00265632 NCalls = 866 -VariableMetric: Iteration # 137 - FCN = 297320.0036153 Edm = 0.00257053 NCalls = 868 -VariableMetric: Iteration # 138 - FCN = 297319.9988611 Edm = 0.00154765 NCalls = 871 -VariableMetric: Iteration # 139 - FCN = 297319.9965979 Edm = 0.000484896 NCalls = 873 -VariableMetric: Iteration # 140 - FCN = 297319.9958017 Edm = 0.000334594 NCalls = 875 -VariableMetric: Iteration # 141 - FCN = 297319.9952299 Edm = 0.000234711 NCalls = 877 -VariableMetric: Iteration # 142 - FCN = 297319.9947338 Edm = 0.000152018 NCalls = 879 -VariableMetric: Iteration # 143 - FCN = 297319.9944821 Edm = 3.94948e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297319.9944821 Edm = 0.000219692 NCalls = 1366 -VariableMetric: Iteration # 144 - FCN = 297319.9944821 Edm = 0.000219692 NCalls = 1366 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309195.077952 Edm = 33.2655 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309195.077952 Edm = 33.2655 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299394.6510214 Edm = 4.18014 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299341.4941561 Edm = 107.106 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299307.8243395 Edm = 14.3336 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298180.5958247 Edm = 65.5923 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297975.4183887 Edm = 65.3716 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297931.1059593 Edm = 9.01555 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297922.8511745 Edm = 1.96663 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297874.975823 Edm = 50.255 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297856.9852989 Edm = 15.008 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297638.4767751 Edm = 28.4585 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297606.9664127 Edm = 0.283451 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297606.6149175 Edm = 0.0727761 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297606.3318978 Edm = 0.204358 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297583.1989462 Edm = 21.2803 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297386.2885196 Edm = 12.5285 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297369.7048322 Edm = 1.61133 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297361.2552982 Edm = 3.01796 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297359.2990744 Edm = 0.637212 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297358.3633963 Edm = 0.110997 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297358.1937233 Edm = 0.0296511 NCalls = 63 -VariableMetric: Iteration # 21 - FCN = 297358.1501614 Edm = 0.021959 NCalls = 65 -VariableMetric: Iteration # 22 - FCN = 297356.9668517 Edm = 1.00521 NCalls = 70 -VariableMetric: Iteration # 23 - FCN = 297332.9848989 Edm = 24.3048 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297313.3228928 Edm = 28.7362 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297290.2865494 Edm = 0.207298 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297290.0554051 Edm = 0.0222099 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297290.0096148 Edm = 0.017511 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297289.6945037 Edm = 0.242102 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297278.036426 Edm = 2.44853 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297275.4162522 Edm = 0.120615 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297275.3152138 Edm = 0.0252393 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297275.2664555 Edm = 0.0198975 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297275.0904269 Edm = 0.183528 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297269.8490586 Edm = 3.97901 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297236.8779582 Edm = 2.211 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297235.4014712 Edm = 0.189486 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297235.3183761 Edm = 0.0563013 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297235.2095023 Edm = 0.0381712 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297235.0948273 Edm = 0.0546219 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297234.291802 Edm = 0.669596 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297230.7599925 Edm = 1.61066 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297220.811791 Edm = 7.77956 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297215.5570531 Edm = 2.27285 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297212.6542529 Edm = 0.626894 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297211.6567578 Edm = 0.0952785 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297211.5268068 Edm = 0.0160592 NCalls = 145 -VariableMetric: Iteration # 47 - FCN = 297211.4918812 Edm = 0.0144448 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297211.219608 Edm = 0.231987 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297204.9615387 Edm = 6.86595 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297192.9160633 Edm = 4.84457 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297185.1055592 Edm = 1.89593 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297183.4120301 Edm = 0.468885 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297182.9670038 Edm = 0.0236528 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297182.9275054 Edm = 0.00999093 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297182.9088586 Edm = 0.00650837 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297182.8916098 Edm = 0.0125384 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297182.7465178 Edm = 0.0808934 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297182.3448143 Edm = 0.127285 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297181.2909793 Edm = 0.795578 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297172.2192339 Edm = 5.56093 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297163.2077786 Edm = 2.0686 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297161.5678006 Edm = 0.261268 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297161.128748 Edm = 0.0562223 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297161.07653 Edm = 0.0125542 NCalls = 196 -VariableMetric: Iteration # 65 - FCN = 297161.0671746 Edm = 0.00091902 NCalls = 198 -VariableMetric: Iteration # 66 - FCN = 297161.0661721 Edm = 0.000414967 NCalls = 200 -VariableMetric: Iteration # 67 - FCN = 297161.0651008 Edm = 0.00157297 NCalls = 202 -VariableMetric: Iteration # 68 - FCN = 297161.0464113 Edm = 0.0174336 NCalls = 207 -VariableMetric: Iteration # 69 - FCN = 297160.8792516 Edm = 0.142611 NCalls = 210 -VariableMetric: Iteration # 70 - FCN = 297155.9259814 Edm = 1.88784 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297153.0599116 Edm = 0.101338 NCalls = 217 -VariableMetric: Iteration # 72 - FCN = 297152.9588768 Edm = 0.0102819 NCalls = 218 -VariableMetric: Iteration # 73 - FCN = 297152.9430079 Edm = 0.00110804 NCalls = 220 -VariableMetric: Iteration # 74 - FCN = 297152.9418275 Edm = 0.000296141 NCalls = 221 -VariableMetric: Iteration # 75 - FCN = 297152.9410819 Edm = 0.00055062 NCalls = 223 -VariableMetric: Iteration # 76 - FCN = 297152.9359805 Edm = 0.0044509 NCalls = 227 -VariableMetric: Iteration # 77 - FCN = 297152.8590975 Edm = 0.0642967 NCalls = 231 -VariableMetric: Iteration # 78 - FCN = 297152.0512377 Edm = 0.468288 NCalls = 235 -VariableMetric: Iteration # 79 - FCN = 297149.7749443 Edm = 1.1429 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297149.2228511 Edm = 0.463937 NCalls = 241 -VariableMetric: Iteration # 81 - FCN = 297148.5601264 Edm = 0.235394 NCalls = 244 -VariableMetric: Iteration # 82 - FCN = 297148.3453653 Edm = 0.147879 NCalls = 246 -VariableMetric: Iteration # 83 - FCN = 297148.0010013 Edm = 0.0413237 NCalls = 248 -VariableMetric: Iteration # 84 - FCN = 297147.9367182 Edm = 0.0195793 NCalls = 250 -VariableMetric: Iteration # 85 - FCN = 297147.9178651 Edm = 0.00330942 NCalls = 252 -VariableMetric: Iteration # 86 - FCN = 297147.9140376 Edm = 0.000345304 NCalls = 254 -VariableMetric: Iteration # 87 - FCN = 297147.9132507 Edm = 0.000453684 NCalls = 256 -VariableMetric: Iteration # 88 - FCN = 297147.9084154 Edm = 0.00379213 NCalls = 260 -VariableMetric: Iteration # 89 - FCN = 297147.8503629 Edm = 0.0433247 NCalls = 263 -VariableMetric: Iteration # 90 - FCN = 297147.1242245 Edm = 0.675399 NCalls = 267 -VariableMetric: Iteration # 91 - FCN = 297143.0190564 Edm = 3.65944 NCalls = 270 -VariableMetric: Iteration # 92 - FCN = 297139.1602696 Edm = 1.28978 NCalls = 273 -VariableMetric: Iteration # 93 - FCN = 297137.9005874 Edm = 0.271674 NCalls = 276 -VariableMetric: Iteration # 94 - FCN = 297137.5982428 Edm = 0.120401 NCalls = 278 -VariableMetric: Iteration # 95 - FCN = 297137.499352 Edm = 0.0287507 NCalls = 280 -VariableMetric: Iteration # 96 - FCN = 297137.4860446 Edm = 0.0145874 NCalls = 282 -VariableMetric: Iteration # 97 - FCN = 297137.4710176 Edm = 0.00896299 NCalls = 284 -VariableMetric: Iteration # 98 - FCN = 297137.4613395 Edm = 0.00202565 NCalls = 286 -VariableMetric: Iteration # 99 - FCN = 297137.4574332 Edm = 0.00105974 NCalls = 288 -VariableMetric: Iteration # 100 - FCN = 297137.44051 Edm = 0.00738285 NCalls = 293 -VariableMetric: Iteration # 101 - FCN = 297137.4329514 Edm = 0.0109938 NCalls = 296 -VariableMetric: Iteration # 102 - FCN = 297137.4196321 Edm = 0.00167235 NCalls = 298 -VariableMetric: Iteration # 103 - FCN = 297137.4157721 Edm = 0.00226653 NCalls = 300 -VariableMetric: Iteration # 104 - FCN = 297137.3992394 Edm = 0.0148209 NCalls = 304 -VariableMetric: Iteration # 105 - FCN = 297137.0181887 Edm = 0.526783 NCalls = 309 -VariableMetric: Iteration # 106 - FCN = 297136.9828927 Edm = 0.11341 NCalls = 312 -VariableMetric: Iteration # 107 - FCN = 297136.8077335 Edm = 0.205051 NCalls = 317 -VariableMetric: Iteration # 108 - FCN = 297135.2807873 Edm = 3.31809 NCalls = 324 -VariableMetric: Iteration # 109 - FCN = 297135.2654073 Edm = 0.0364977 NCalls = 326 -VariableMetric: Iteration # 110 - FCN = 297135.1583134 Edm = 0.098099 NCalls = 330 -VariableMetric: Iteration # 111 - FCN = 297134.3312591 Edm = 0.671116 NCalls = 335 -VariableMetric: Iteration # 112 - FCN = 297132.6060614 Edm = 0.940977 NCalls = 338 -VariableMetric: Iteration # 113 - FCN = 297131.3825465 Edm = 0.698441 NCalls = 341 -VariableMetric: Iteration # 114 - FCN = 297129.8603415 Edm = 2.73595 NCalls = 344 -VariableMetric: Iteration # 115 - FCN = 297127.7828386 Edm = 1.20478 NCalls = 347 -VariableMetric: Iteration # 116 - FCN = 297125.793096 Edm = 0.173691 NCalls = 349 -VariableMetric: Iteration # 117 - FCN = 297125.5023562 Edm = 0.14714 NCalls = 351 -VariableMetric: Iteration # 118 - FCN = 297124.8095101 Edm = 0.522121 NCalls = 354 -VariableMetric: Iteration # 119 - FCN = 297124.6213854 Edm = 0.429079 NCalls = 356 -VariableMetric: Iteration # 120 - FCN = 297124.028696 Edm = 0.29793 NCalls = 363 -VariableMetric: Iteration # 121 - FCN = 297123.6983921 Edm = 0.7834 NCalls = 366 -VariableMetric: Iteration # 122 - FCN = 297122.7988009 Edm = 1.00008 NCalls = 369 -VariableMetric: Iteration # 123 - FCN = 297122.0019211 Edm = 0.314402 NCalls = 373 -VariableMetric: Iteration # 124 - FCN = 297121.9166928 Edm = 0.0799806 NCalls = 375 -VariableMetric: Iteration # 125 - FCN = 297121.7348214 Edm = 0.15015 NCalls = 378 -VariableMetric: Iteration # 126 - FCN = 297121.2597836 Edm = 0.317087 NCalls = 381 -VariableMetric: Iteration # 127 - FCN = 297120.6827149 Edm = 0.345396 NCalls = 386 -VariableMetric: Iteration # 128 - FCN = 297120.1401864 Edm = 0.623012 NCalls = 389 -VariableMetric: Iteration # 129 - FCN = 297119.8066564 Edm = 0.395981 NCalls = 394 -VariableMetric: Iteration # 130 - FCN = 297119.4656478 Edm = 0.0834779 NCalls = 396 -VariableMetric: Iteration # 131 - FCN = 297119.3721768 Edm = 0.0788138 NCalls = 398 -VariableMetric: Iteration # 132 - FCN = 297119.2791492 Edm = 0.115597 NCalls = 401 -VariableMetric: Iteration # 133 - FCN = 297119.1014406 Edm = 0.116898 NCalls = 404 -VariableMetric: Iteration # 134 - FCN = 297118.9218152 Edm = 0.121578 NCalls = 407 -VariableMetric: Iteration # 135 - FCN = 297118.8573481 Edm = 0.0547527 NCalls = 410 -VariableMetric: Iteration # 136 - FCN = 297118.7838888 Edm = 0.0488309 NCalls = 412 -VariableMetric: Iteration # 137 - FCN = 297118.737835 Edm = 0.0439876 NCalls = 414 -VariableMetric: Iteration # 138 - FCN = 297118.6536495 Edm = 0.0254488 NCalls = 418 -VariableMetric: Iteration # 139 - FCN = 297118.5998078 Edm = 0.077852 NCalls = 421 -VariableMetric: Iteration # 140 - FCN = 297118.4317896 Edm = 0.380185 NCalls = 427 -VariableMetric: Iteration # 141 - FCN = 297118.3209623 Edm = 0.283901 NCalls = 430 -VariableMetric: Iteration # 142 - FCN = 297117.5186611 Edm = 0.791066 NCalls = 438 -VariableMetric: Iteration # 143 - FCN = 297117.0939756 Edm = 0.719175 NCalls = 442 -VariableMetric: Iteration # 144 - FCN = 297116.9729602 Edm = 0.162157 NCalls = 446 -VariableMetric: Iteration # 145 - FCN = 297116.7631785 Edm = 0.149276 NCalls = 450 -VariableMetric: Iteration # 146 - FCN = 297116.6267845 Edm = 0.0970882 NCalls = 451 -VariableMetric: Iteration # 147 - FCN = 297116.4100233 Edm = 0.0773353 NCalls = 455 -VariableMetric: Iteration # 148 - FCN = 297116.1799968 Edm = 0.0876559 NCalls = 458 -VariableMetric: Iteration # 149 - FCN = 297116.0385013 Edm = 0.158493 NCalls = 460 -VariableMetric: Iteration # 150 - FCN = 297115.9411509 Edm = 0.0808531 NCalls = 463 -VariableMetric: Iteration # 151 - FCN = 297115.8191401 Edm = 0.126591 NCalls = 466 -VariableMetric: Iteration # 152 - FCN = 297115.6920224 Edm = 0.0535385 NCalls = 468 -VariableMetric: Iteration # 153 - FCN = 297115.5924812 Edm = 0.0400077 NCalls = 471 -VariableMetric: Iteration # 154 - FCN = 297115.526273 Edm = 0.0257529 NCalls = 473 -VariableMetric: Iteration # 155 - FCN = 297115.4921681 Edm = 0.0213164 NCalls = 475 -VariableMetric: Iteration # 156 - FCN = 297115.4632916 Edm = 0.00710921 NCalls = 477 -VariableMetric: Iteration # 157 - FCN = 297115.4512144 Edm = 0.00399408 NCalls = 480 -VariableMetric: Iteration # 158 - FCN = 297115.4478483 Edm = 0.00108743 NCalls = 482 -VariableMetric: Iteration # 159 - FCN = 297115.4458364 Edm = 0.000494529 NCalls = 484 -VariableMetric: Iteration # 160 - FCN = 297115.4429671 Edm = 0.00159267 NCalls = 487 -VariableMetric: Iteration # 161 - FCN = 297115.4237742 Edm = 0.0188833 NCalls = 490 -VariableMetric: Iteration # 162 - FCN = 297115.3573432 Edm = 0.0752517 NCalls = 495 -VariableMetric: Iteration # 163 - FCN = 297114.8653986 Edm = 1.42007 NCalls = 500 -VariableMetric: Iteration # 164 - FCN = 297114.7345396 Edm = 0.381418 NCalls = 503 -VariableMetric: Iteration # 165 - FCN = 297114.291202 Edm = 0.123143 NCalls = 506 -VariableMetric: Iteration # 166 - FCN = 297114.1289362 Edm = 0.0069313 NCalls = 508 -VariableMetric: Iteration # 167 - FCN = 297114.1195169 Edm = 0.00166746 NCalls = 510 -VariableMetric: Iteration # 168 - FCN = 297114.1115161 Edm = 0.00365486 NCalls = 512 -VariableMetric: Iteration # 169 - FCN = 297114.1064594 Edm = 0.000842903 NCalls = 514 -VariableMetric: Iteration # 170 - FCN = 297114.1052551 Edm = 0.000274714 NCalls = 516 -VariableMetric: Iteration # 171 - FCN = 297114.1033769 Edm = 0.00126776 NCalls = 519 -VariableMetric: Iteration # 172 - FCN = 297114.064601 Edm = 0.0410052 NCalls = 523 -VariableMetric: Iteration # 173 - FCN = 297114.0437561 Edm = 0.0196556 NCalls = 527 -VariableMetric: Iteration # 174 - FCN = 297113.8150525 Edm = 0.190971 NCalls = 533 -VariableMetric: Iteration # 175 - FCN = 297111.6665477 Edm = 1.72599 NCalls = 537 -VariableMetric: Iteration # 176 - FCN = 297111.2265636 Edm = 0.802926 NCalls = 539 -VariableMetric: Iteration # 177 - FCN = 297110.1292958 Edm = 0.295635 NCalls = 542 -VariableMetric: Iteration # 178 - FCN = 297109.9109648 Edm = 0.145878 NCalls = 544 -VariableMetric: Iteration # 179 - FCN = 297109.752835 Edm = 0.0410929 NCalls = 546 -VariableMetric: Iteration # 180 - FCN = 297109.6525145 Edm = 0.0424703 NCalls = 548 -VariableMetric: Iteration # 181 - FCN = 297109.5984087 Edm = 0.00865366 NCalls = 550 -VariableMetric: Iteration # 182 - FCN = 297109.5914534 Edm = 0.00342076 NCalls = 552 -VariableMetric: Iteration # 183 - FCN = 297109.5893609 Edm = 0.000330738 NCalls = 554 -VariableMetric: Iteration # 184 - FCN = 297109.5889321 Edm = 5.24849e-05 NCalls = 556 -VariableMetric: After Hessian - FCN = 297109.5889321 Edm = 1.69745 NCalls = 1033 -VariableMetric: Iteration # 185 - FCN = 297109.5889321 Edm = 1.69745 NCalls = 1033 -VariableMetric: Iteration # 186 - FCN = 297109.5550728 Edm = 2.0836 NCalls = 1036 -VariableMetric: Iteration # 187 - FCN = 297108.0132778 Edm = 12772.6 NCalls = 1040 -VariableMetric: Iteration # 188 - FCN = 297107.7714012 Edm = 4736.49 NCalls = 1044 -VariableMetric: Iteration # 189 - FCN = 297107.6871004 Edm = 4094.25 NCalls = 1048 -VariableMetric: Iteration # 190 - FCN = 297107.578824 Edm = 6102.96 NCalls = 1052 -VariableMetric: Iteration # 191 - FCN = 297107.0076985 Edm = 1905.28 NCalls = 1056 -VariableMetric: Iteration # 192 - FCN = 297106.6204214 Edm = 314.614 NCalls = 1060 -VariableMetric: Iteration # 193 - FCN = 297106.3968506 Edm = 1244.7 NCalls = 1064 -VariableMetric: Iteration # 194 - FCN = 297106.0752131 Edm = 729.074 NCalls = 1067 -VariableMetric: Iteration # 195 - FCN = 297105.6657568 Edm = 76.1388 NCalls = 1070 -VariableMetric: Iteration # 196 - FCN = 297105.6005676 Edm = 58.6804 NCalls = 1074 -VariableMetric: Iteration # 197 - FCN = 297105.5650599 Edm = 101.541 NCalls = 1077 -VariableMetric: Iteration # 198 - FCN = 297105.5070846 Edm = 34.7804 NCalls = 1080 -VariableMetric: Iteration # 199 - FCN = 297105.4665354 Edm = 9.20637 NCalls = 1083 -VariableMetric: Iteration # 200 - FCN = 297105.4263134 Edm = 3.51171 NCalls = 1086 -VariableMetric: Iteration # 201 - FCN = 297105.3699231 Edm = 5.39757 NCalls = 1089 -VariableMetric: Iteration # 202 - FCN = 297105.2793058 Edm = 4.03311 NCalls = 1091 -VariableMetric: Iteration # 203 - FCN = 297105.2131515 Edm = 5.35495 NCalls = 1093 -VariableMetric: Iteration # 204 - FCN = 297104.9975281 Edm = 26.603 NCalls = 1095 -VariableMetric: Iteration # 205 - FCN = 297104.6320514 Edm = 34.8163 NCalls = 1097 -VariableMetric: Iteration # 206 - FCN = 297103.4330857 Edm = 5.53349 NCalls = 1100 -VariableMetric: Iteration # 207 - FCN = 297103.2098114 Edm = 5.40188 NCalls = 1102 -VariableMetric: Iteration # 208 - FCN = 297102.93506 Edm = 15.7696 NCalls = 1104 -VariableMetric: Iteration # 209 - FCN = 297101.1090786 Edm = 5.54826 NCalls = 1107 -VariableMetric: Iteration # 210 - FCN = 297099.2047471 Edm = 2.91267 NCalls = 1114 -VariableMetric: Iteration # 211 - FCN = 297098.4989404 Edm = 3.19408 NCalls = 1117 -VariableMetric: Iteration # 212 - FCN = 297097.5142511 Edm = 2.6431 NCalls = 1120 -VariableMetric: Iteration # 213 - FCN = 297097.1745208 Edm = 0.985154 NCalls = 1122 -VariableMetric: Iteration # 214 - FCN = 297096.9166562 Edm = 1.54685 NCalls = 1123 -VariableMetric: Iteration # 215 - FCN = 297096.369321 Edm = 0.610511 NCalls = 1125 -VariableMetric: Iteration # 216 - FCN = 297096.0223206 Edm = 0.685279 NCalls = 1127 -VariableMetric: Iteration # 217 - FCN = 297095.4579641 Edm = 0.33616 NCalls = 1130 -VariableMetric: Iteration # 218 - FCN = 297095.1889764 Edm = 0.112954 NCalls = 1132 -VariableMetric: Iteration # 219 - FCN = 297095.1358581 Edm = 0.0592739 NCalls = 1134 -VariableMetric: Iteration # 220 - FCN = 297095.0888259 Edm = 0.037713 NCalls = 1136 -VariableMetric: Iteration # 221 - FCN = 297095.0590112 Edm = 0.0323446 NCalls = 1138 -VariableMetric: Iteration # 222 - FCN = 297095.0059162 Edm = 0.0223923 NCalls = 1141 -VariableMetric: Iteration # 223 - FCN = 297094.9706205 Edm = 0.0118916 NCalls = 1144 -VariableMetric: Iteration # 224 - FCN = 297094.9548515 Edm = 0.00503485 NCalls = 1146 -VariableMetric: Iteration # 225 - FCN = 297094.9494094 Edm = 0.00274537 NCalls = 1149 -VariableMetric: Iteration # 226 - FCN = 297094.9452013 Edm = 0.0011022 NCalls = 1151 -VariableMetric: Iteration # 227 - FCN = 297094.9431778 Edm = 0.000273418 NCalls = 1153 -VariableMetric: Iteration # 228 - FCN = 297094.9428983 Edm = 2.25639e-05 NCalls = 1154 -VariableMetric: After Hessian - FCN = 297094.9428983 Edm = 7.01451e-05 NCalls = 1643 -VariableMetric: Iteration # 229 - FCN = 297094.9428983 Edm = 7.01451e-05 NCalls = 1643 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319166.7811906 Edm = 29.6559 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319166.7811906 Edm = 29.6559 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 317117.3114715 Edm = 60.9459 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 316908.6672859 Edm = 163.014 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 310619.5455859 Edm = 14091.7 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 307958.6261714 Edm = 3984.47 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 307123.9238485 Edm = 1657.89 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 300467.2850016 Edm = 189.831 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298926.4741336 Edm = 97.6294 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298671.6626491 Edm = 487.843 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298456.2994501 Edm = 5.19168 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298446.5793139 Edm = 0.0676983 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298446.2099241 Edm = 0.268653 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298337.47515 Edm = 22.5731 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 298305.8145813 Edm = 2.66461 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 298303.1874169 Edm = 0.287642 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 298301.4984033 Edm = 1.16599 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 298238.350781 Edm = 46.3228 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 298134.2468503 Edm = 24.4444 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 298114.2486308 Edm = 2.75847 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 298110.8046784 Edm = 0.218004 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 298110.2219693 Edm = 0.257097 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 298094.8992094 Edm = 16.0792 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297999.8682409 Edm = 10.0824 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297991.7245358 Edm = 6.08125 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297987.4527603 Edm = 0.577943 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297986.1371989 Edm = 0.48814 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297985.1213441 Edm = 0.729201 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297982.6623667 Edm = 1.10639 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297943.8929688 Edm = 15.5525 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297943.8929688 Edm = 15.5525 NCalls = 120 -VariableMetric: After Hessian - FCN = 297943.8929688 Edm = 20062.1 NCalls = 591 -VariableMetric: Iteration # 30 - FCN = 297943.8929688 Edm = 20062.1 NCalls = 591 -VariableMetric: Iteration # 31 - FCN = 297917.49969 Edm = 4613.29 NCalls = 598 -VariableMetric: Iteration # 32 - FCN = 297907.0839964 Edm = 20.3849 NCalls = 600 -VariableMetric: Iteration # 33 - FCN = 297767.3247942 Edm = 4.46911 NCalls = 605 -VariableMetric: Iteration # 34 - FCN = 297734.7506838 Edm = 6.88118 NCalls = 609 -VariableMetric: Iteration # 35 - FCN = 297719.1241165 Edm = 3.45112 NCalls = 612 -VariableMetric: Iteration # 36 - FCN = 297698.5242347 Edm = 4.91443 NCalls = 616 -VariableMetric: Iteration # 37 - FCN = 297688.4582895 Edm = 2.70738 NCalls = 619 -VariableMetric: Iteration # 38 - FCN = 297674.991434 Edm = 7.77189 NCalls = 621 -VariableMetric: Iteration # 39 - FCN = 297660.4290962 Edm = 4.05327 NCalls = 625 -VariableMetric: Iteration # 40 - FCN = 297651.6395166 Edm = 2.53672 NCalls = 627 -VariableMetric: Iteration # 41 - FCN = 297647.2654749 Edm = 0.913624 NCalls = 629 -VariableMetric: Iteration # 42 - FCN = 297644.9257637 Edm = 1.2623 NCalls = 631 -VariableMetric: Iteration # 43 - FCN = 297639.7726768 Edm = 1.89987 NCalls = 634 -VariableMetric: Iteration # 44 - FCN = 297636.9210603 Edm = 0.185049 NCalls = 636 -VariableMetric: Iteration # 45 - FCN = 297636.2298291 Edm = 0.721786 NCalls = 638 -VariableMetric: Iteration # 46 - FCN = 297632.3043611 Edm = 1.88932 NCalls = 642 -VariableMetric: Iteration # 47 - FCN = 297626.5042556 Edm = 2.43642 NCalls = 645 -VariableMetric: Iteration # 48 - FCN = 297624.933162 Edm = 1.59054 NCalls = 648 -VariableMetric: Iteration # 49 - FCN = 297621.9051855 Edm = 0.669037 NCalls = 650 -VariableMetric: Iteration # 50 - FCN = 297620.545904 Edm = 0.614787 NCalls = 652 -VariableMetric: Iteration # 51 - FCN = 297618.8985877 Edm = 1.44754 NCalls = 655 -VariableMetric: Iteration # 52 - FCN = 297614.1393808 Edm = 2.41374 NCalls = 659 -VariableMetric: Iteration # 53 - FCN = 297612.7152082 Edm = 1.15695 NCalls = 661 -VariableMetric: Iteration # 54 - FCN = 297610.7904339 Edm = 1.22622 NCalls = 663 -VariableMetric: Iteration # 55 - FCN = 297609.148657 Edm = 0.481703 NCalls = 666 -VariableMetric: Iteration # 56 - FCN = 297608.393838 Edm = 0.259032 NCalls = 668 -VariableMetric: Iteration # 57 - FCN = 297605.4734822 Edm = 0.889558 NCalls = 672 -VariableMetric: Iteration # 58 - FCN = 297604.0401249 Edm = 0.598832 NCalls = 674 -VariableMetric: Iteration # 59 - FCN = 297603.5059863 Edm = 0.417235 NCalls = 678 -VariableMetric: Iteration # 60 - FCN = 297602.4012354 Edm = 0.215587 NCalls = 681 -VariableMetric: Iteration # 61 - FCN = 297602.0925921 Edm = 0.1306 NCalls = 683 -VariableMetric: Iteration # 62 - FCN = 297601.7565892 Edm = 0.185101 NCalls = 685 -VariableMetric: Iteration # 63 - FCN = 297601.1863812 Edm = 0.24094 NCalls = 687 -VariableMetric: Iteration # 64 - FCN = 297600.6572436 Edm = 0.302626 NCalls = 691 -VariableMetric: Iteration # 65 - FCN = 297600.056482 Edm = 0.141878 NCalls = 693 -VariableMetric: Iteration # 66 - FCN = 297599.4921293 Edm = 0.269898 NCalls = 695 -VariableMetric: Iteration # 67 - FCN = 297597.7610964 Edm = 0.601071 NCalls = 698 -VariableMetric: Iteration # 68 - FCN = 297596.7424001 Edm = 0.221833 NCalls = 700 -VariableMetric: Iteration # 69 - FCN = 297596.4352751 Edm = 0.0929155 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297596.3374016 Edm = 0.0330587 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297596.2894279 Edm = 0.00874088 NCalls = 707 -VariableMetric: Iteration # 72 - FCN = 297596.2618941 Edm = 0.0130127 NCalls = 709 -VariableMetric: Iteration # 73 - FCN = 297596.0844596 Edm = 0.126013 NCalls = 712 -VariableMetric: Iteration # 74 - FCN = 297595.2482067 Edm = 0.419237 NCalls = 716 -VariableMetric: Iteration # 75 - FCN = 297594.7406451 Edm = 0.122453 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297594.5444581 Edm = 0.00883257 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297594.5318299 Edm = 0.00367504 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297594.4973719 Edm = 0.0364708 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297594.4309833 Edm = 0.051172 NCalls = 730 -VariableMetric: Iteration # 80 - FCN = 297594.0066803 Edm = 0.0702364 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297593.858309 Edm = 0.0319468 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297593.8201403 Edm = 0.00523093 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297593.8121951 Edm = 0.0034464 NCalls = 741 -VariableMetric: Iteration # 84 - FCN = 297593.7538646 Edm = 0.0549603 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297593.4193136 Edm = 0.0132744 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297593.4060488 Edm = 0.00206586 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297593.4037311 Edm = 0.00194714 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297593.394712 Edm = 0.00829481 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297593.2822466 Edm = 0.0699036 NCalls = 759 -VariableMetric: Iteration # 90 - FCN = 297593.1416412 Edm = 0.0117757 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297593.1328302 Edm = 0.00198949 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297593.1296132 Edm = 0.00164093 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297593.070799 Edm = 0.039373 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297592.9557756 Edm = 0.00208695 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297592.9514072 Edm = 0.00226397 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297592.8425016 Edm = 0.0597855 NCalls = 779 -VariableMetric: Iteration # 97 - FCN = 297592.6976502 Edm = 0.0032143 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297592.6943755 Edm = 0.000365797 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297592.6931238 Edm = 0.000714306 NCalls = 784 -VariableMetric: Iteration # 100 - FCN = 297592.68372 Edm = 0.00635475 NCalls = 787 -VariableMetric: Iteration # 101 - FCN = 297592.6435536 Edm = 0.00351163 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297592.6399562 Edm = 8.4986e-05 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297592.6396603 Edm = 0.000196965 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297592.6337335 Edm = 0.00458935 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297592.5944754 Edm = 0.00203073 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297592.5921174 Edm = 4.54096e-05 NCalls = 802 -VariableMetric: After Hessian - FCN = 297592.5921174 Edm = 0.408318 NCalls = 1279 -VariableMetric: Iteration # 107 - FCN = 297592.5921174 Edm = 0.408318 NCalls = 1279 -VariableMetric: Iteration # 108 - FCN = 297592.5815245 Edm = 0.340454 NCalls = 1282 -VariableMetric: Iteration # 109 - FCN = 297592.5637954 Edm = 0.0356435 NCalls = 1284 -VariableMetric: Iteration # 110 - FCN = 297592.5311544 Edm = 0.0165381 NCalls = 1286 -VariableMetric: Iteration # 111 - FCN = 297592.5185398 Edm = 0.00518899 NCalls = 1289 -VariableMetric: Iteration # 112 - FCN = 297592.5120579 Edm = 0.000720273 NCalls = 1291 -VariableMetric: Iteration # 113 - FCN = 297592.5116148 Edm = 0.000281441 NCalls = 1293 -VariableMetric: Iteration # 114 - FCN = 297592.5114424 Edm = 8.24037e-05 NCalls = 1295 -VariableMetric: Iteration # 115 - FCN = 297592.5113629 Edm = 1.73045e-05 NCalls = 1297 -VariableMetric: After Hessian - FCN = 297592.5113629 Edm = 1.42334e-05 NCalls = 1778 -VariableMetric: Iteration # 116 - FCN = 297592.5113629 Edm = 1.42334e-05 NCalls = 1778 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312438.9090029 Edm = 24.1199 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312438.9090029 Edm = 24.1199 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306534.7127925 Edm = 14.9324 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306518.7848122 Edm = 23.0828 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 306448.7587855 Edm = 61.4469 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 302722.5739676 Edm = 156.145 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299372.3708363 Edm = 8.7328 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299352.0168811 Edm = 5.69251 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299340.8339693 Edm = 1.00223 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299336.058816 Edm = 3.74843 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298967.7686443 Edm = 185.214 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298490.6594819 Edm = 285.23 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298303.50707 Edm = 89.8872 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298101.7932988 Edm = 78.712 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298008.1890802 Edm = 77.2392 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297961.1098257 Edm = 0.512361 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297960.5337146 Edm = 0.0751149 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297954.909812 Edm = 5.61011 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297521.7409498 Edm = 41.6359 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297463.8023954 Edm = 4.07799 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297446.3921542 Edm = 1.04699 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297445.3469441 Edm = 0.064405 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297445.2709548 Edm = 0.0110007 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297445.1957148 Edm = 0.0454557 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297434.6748785 Edm = 8.52766 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297410.4674492 Edm = 6.44063 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297406.7461398 Edm = 0.376228 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297406.334655 Edm = 0.0153337 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297406.310774 Edm = 0.00502879 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297405.8841359 Edm = 0.384705 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297370.4194856 Edm = 31.868 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297352.5595865 Edm = 16.531 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297342.8381604 Edm = 4.65111 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297338.3189991 Edm = 0.412921 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297337.9175856 Edm = 0.0509018 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297337.8638553 Edm = 0.0113664 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297337.0296937 Edm = 0.806538 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297323.1821517 Edm = 1.72556 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297321.8184634 Edm = 0.157559 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297321.696544 Edm = 0.00311958 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297321.6873513 Edm = 0.00585295 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297321.4746907 Edm = 0.236252 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297320.1903797 Edm = 1.06541 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297306.0730881 Edm = 0.381745 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297305.6765801 Edm = 0.00894174 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297305.6661608 Edm = 0.0017536 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297305.6482557 Edm = 0.0168277 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297303.4641237 Edm = 0.467186 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297294.7143466 Edm = 2.89174 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297288.2738802 Edm = 0.986173 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297286.9317494 Edm = 0.0391465 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297286.8949782 Edm = 0.0189917 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297286.8753236 Edm = 0.00310936 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297286.8716695 Edm = 0.000451649 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297286.8696836 Edm = 0.00169863 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297286.7866144 Edm = 0.0832768 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297286.393436 Edm = 0.306449 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297281.773687 Edm = 1.11458 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297279.7614489 Edm = 0.384168 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297279.4951216 Edm = 0.0297467 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297279.46781 Edm = 0.00159218 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297279.466467 Edm = 0.000107845 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297279.4655228 Edm = 0.000862874 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297279.4131219 Edm = 0.0547252 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297279.3717066 Edm = 0.0403132 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297277.9143713 Edm = 0.0739751 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297277.8549464 Edm = 0.00314683 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297277.8523491 Edm = 0.000151728 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297277.8521323 Edm = 6.42314e-05 NCalls = 229 -VariableMetric: After Hessian - FCN = 297277.8521323 Edm = 12.8205 NCalls = 706 -VariableMetric: Iteration # 68 - FCN = 297277.8521323 Edm = 12.8205 NCalls = 706 -VariableMetric: Iteration # 69 - FCN = 297276.2965521 Edm = 11.5756 NCalls = 708 -VariableMetric: Iteration # 70 - FCN = 297274.9328008 Edm = 21.4375 NCalls = 710 -VariableMetric: Iteration # 71 - FCN = 297273.431389 Edm = 1.18238 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297271.4343776 Edm = 1.60085 NCalls = 716 -VariableMetric: Iteration # 73 - FCN = 297271.3384923 Edm = 2.19474 NCalls = 718 -VariableMetric: Iteration # 74 - FCN = 297269.9280584 Edm = 1.74397 NCalls = 724 -VariableMetric: Iteration # 75 - FCN = 297269.3088028 Edm = 1.74663 NCalls = 727 -VariableMetric: Iteration # 76 - FCN = 297268.490955 Edm = 2.04996 NCalls = 729 -VariableMetric: Iteration # 77 - FCN = 297268.1909387 Edm = 1.42349 NCalls = 731 -VariableMetric: Iteration # 78 - FCN = 297267.8021489 Edm = 0.884697 NCalls = 736 -VariableMetric: Iteration # 79 - FCN = 297267.1466215 Edm = 0.565554 NCalls = 742 -VariableMetric: Iteration # 80 - FCN = 297266.8447366 Edm = 0.507973 NCalls = 745 -VariableMetric: Iteration # 81 - FCN = 297266.6165743 Edm = 0.804514 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297266.4762135 Edm = 0.382638 NCalls = 749 -VariableMetric: Iteration # 83 - FCN = 297266.1460114 Edm = 0.210416 NCalls = 752 -VariableMetric: Iteration # 84 - FCN = 297265.9602829 Edm = 0.118894 NCalls = 755 -VariableMetric: Iteration # 85 - FCN = 297265.7882889 Edm = 0.159879 NCalls = 758 -VariableMetric: Iteration # 86 - FCN = 297265.7283311 Edm = 0.126914 NCalls = 760 -VariableMetric: Iteration # 87 - FCN = 297265.6278633 Edm = 0.0656739 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297265.5309534 Edm = 0.0566648 NCalls = 765 -VariableMetric: Iteration # 89 - FCN = 297265.3847821 Edm = 0.170824 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297264.672283 Edm = 0.779071 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297264.3375296 Edm = 1.08503 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297263.9566043 Edm = 2.22028 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 297263.8790428 Edm = 0.0809287 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297263.1353279 Edm = 0.987839 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297262.446837 Edm = 0.60844 NCalls = 791 -VariableMetric: Iteration # 96 - FCN = 297260.3783803 Edm = 1.48081 NCalls = 799 -VariableMetric: Iteration # 97 - FCN = 297259.8372899 Edm = 0.66603 NCalls = 801 -VariableMetric: Iteration # 98 - FCN = 297259.371033 Edm = 0.638288 NCalls = 803 -VariableMetric: Iteration # 99 - FCN = 297259.0833071 Edm = 0.218178 NCalls = 805 -VariableMetric: Iteration # 100 - FCN = 297258.7765841 Edm = 0.187185 NCalls = 807 -VariableMetric: Iteration # 101 - FCN = 297258.4914905 Edm = 0.443241 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297257.9204667 Edm = 0.411362 NCalls = 814 -VariableMetric: Iteration # 103 - FCN = 297257.3123616 Edm = 0.377837 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297256.9443479 Edm = 0.352296 NCalls = 819 -VariableMetric: Iteration # 105 - FCN = 297256.7563679 Edm = 0.123702 NCalls = 822 -VariableMetric: Iteration # 106 - FCN = 297256.6990412 Edm = 0.108041 NCalls = 824 -VariableMetric: Iteration # 107 - FCN = 297256.6012215 Edm = 0.0358226 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297256.5216422 Edm = 0.0223163 NCalls = 829 -VariableMetric: Iteration # 109 - FCN = 297256.4878796 Edm = 0.0274317 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297256.4638541 Edm = 0.0183235 NCalls = 834 -VariableMetric: Iteration # 111 - FCN = 297256.3777312 Edm = 0.0388188 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297256.3043159 Edm = 0.0231121 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297256.2745305 Edm = 0.0123328 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297256.2642907 Edm = 0.00361493 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297256.2569518 Edm = 0.00303273 NCalls = 847 -VariableMetric: Iteration # 116 - FCN = 297256.227141 Edm = 0.0168582 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297256.2020072 Edm = 0.0201226 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297256.1763942 Edm = 0.015116 NCalls = 857 -VariableMetric: Iteration # 119 - FCN = 297256.1645776 Edm = 0.0222594 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297256.1389501 Edm = 0.0225916 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297256.1265741 Edm = 0.0154926 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297256.1097123 Edm = 0.0172722 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297256.0872005 Edm = 0.00918568 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297256.0639975 Edm = 0.00544687 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297256.0600098 Edm = 0.00818648 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297256.0559557 Edm = 0.000801989 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297256.054578 Edm = 0.000297694 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297256.0538079 Edm = 0.000233106 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297256.0533109 Edm = 0.000205372 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297256.0529604 Edm = 0.000192728 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297256.0517133 Edm = 0.000819982 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297256.0491908 Edm = 0.00063856 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297256.0484674 Edm = 4.01929e-05 NCalls = 895 -VariableMetric: After Hessian - FCN = 297256.0484674 Edm = 0.000199235 NCalls = 1386 -VariableMetric: Iteration # 134 - FCN = 297256.0484674 Edm = 0.000199235 NCalls = 1386 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301055.7267012 Edm = 10.0858 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301055.7267012 Edm = 10.0858 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300021.3864972 Edm = 2.54141 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300016.5498595 Edm = 5.49119 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297839.6194463 Edm = 91.4181 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297654.5381291 Edm = 103.731 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297605.9605289 Edm = 3.36551 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297603.6509735 Edm = 0.0373529 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297603.4470206 Edm = 0.172434 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297536.2174957 Edm = 0.114103 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297527.2590351 Edm = 365029 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297489.0455938 Edm = 6.58068e+06 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297357.116804 Edm = 80430.5 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297346.0080986 Edm = 202520 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 297328.4760664 Edm = 35979.6 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 297321.8692144 Edm = 47028.6 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 297280.7482075 Edm = 21424.4 NCalls = 75 -VariableMetric: Iteration # 16 - FCN = 297246.9373166 Edm = 7949.27 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297236.0174719 Edm = 6131.83 NCalls = 82 -VariableMetric: Iteration # 18 - FCN = 297206.5814956 Edm = 1325.58 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297198.456534 Edm = 548.051 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297195.0880119 Edm = 1122.43 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297186.2728872 Edm = 4210.93 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297181.6359925 Edm = 420.527 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297179.0462081 Edm = 849.359 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297175.2316037 Edm = 103.374 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297171.2852328 Edm = 117.974 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297166.076837 Edm = 30.9732 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297164.7441405 Edm = 21.3411 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297162.695177 Edm = 28.8592 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297158.8931986 Edm = 35.7386 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297154.6461632 Edm = 25.8584 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297149.6545593 Edm = 17.4504 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297144.5310032 Edm = 15.7178 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297140.3889297 Edm = 7.15756 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297138.1827535 Edm = 8.86207 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297136.4839405 Edm = 1.62784 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297135.203838 Edm = 1.32613 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297134.574947 Edm = 0.619765 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297134.1175661 Edm = 0.504608 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297133.7009687 Edm = 0.427706 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297133.4089201 Edm = 0.316338 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297132.9914915 Edm = 0.228248 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297132.670685 Edm = 0.127869 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297132.4006816 Edm = 0.0616965 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297132.2556537 Edm = 0.067819 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297132.028597 Edm = 0.0877263 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297131.9019482 Edm = 0.0694233 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297131.8304873 Edm = 0.0251717 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297131.799212 Edm = 0.00723369 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297131.7910208 Edm = 0.0023828 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297131.7862149 Edm = 0.00209853 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297131.780306 Edm = 0.00178993 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297131.7746195 Edm = 0.0033597 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297131.7597392 Edm = 0.00571576 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297131.7449774 Edm = 0.00851506 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297131.7385694 Edm = 0.00511355 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297131.7324833 Edm = 0.00119174 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297131.7302247 Edm = 0.00081649 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297131.7262547 Edm = 0.000978618 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297131.7250765 Edm = 0.000222308 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297131.724768 Edm = 5.73259e-05 NCalls = 186 -VariableMetric: After Hessian - FCN = 297131.724768 Edm = 0.000142511 NCalls = 673 -VariableMetric: Iteration # 61 - FCN = 297131.724768 Edm = 0.000142511 NCalls = 673 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304510.2065814 Edm = 25.5001 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304510.2065814 Edm = 25.5001 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300383.5005329 Edm = 6.40071 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300353.8864141 Edm = 28.7265 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300346.5161738 Edm = 1.02185 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300227.9008429 Edm = 94.0406 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299349.252324 Edm = 90.4321 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299176.118255 Edm = 1.58675 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299171.0190705 Edm = 7.45981 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298891.9623931 Edm = 399.824 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298859.0674928 Edm = 18.7644 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298715.6440982 Edm = 36.3797 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298317.6377309 Edm = 285.625 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298153.3329459 Edm = 384.365 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297817.2815787 Edm = 77.1538 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297746.909419 Edm = 0.559967 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297746.1795968 Edm = 0.058832 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297743.514124 Edm = 2.38434 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297533.4879251 Edm = 8.19645 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297523.7535302 Edm = 0.0952284 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297523.6094416 Edm = 0.0326078 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297515.0475035 Edm = 7.15667 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297407.8097994 Edm = 23.2947 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297377.7334943 Edm = 6.33149 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297370.7448824 Edm = 0.0255835 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297370.7156691 Edm = 0.00565306 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297370.6866792 Edm = 0.0185747 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297370.469662 Edm = 0.148571 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297367.3439679 Edm = 2.58841 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297303.3871882 Edm = 12.8796 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297291.3347741 Edm = 1.99329 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297289.9518381 Edm = 0.0759255 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297289.8864067 Edm = 0.00632263 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297289.8691965 Edm = 0.0102118 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297289.0632494 Edm = 0.85209 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297281.6761206 Edm = 7.67209 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297281.5561552 Edm = 0.105862 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297255.866656 Edm = 22.2392 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297255.6607528 Edm = 0.321457 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297255.336626 Edm = 0.20373 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297240.6937895 Edm = 9.38978 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297229.0523559 Edm = 12.4487 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297226.6990148 Edm = 14.5339 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297221.5370703 Edm = 3.02133 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297215.9929547 Edm = 5.38246 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297189.6792573 Edm = 20.2295 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297174.4207 Edm = 7.36165 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297168.9814761 Edm = 0.71961 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297168.1301625 Edm = 0.372651 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297167.1059339 Edm = 0.17858 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297166.6936725 Edm = 0.153343 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297166.4917173 Edm = 0.0575377 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297166.4329747 Edm = 0.00547277 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297166.4208121 Edm = 0.00375441 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297166.3838153 Edm = 0.0385145 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297165.6875156 Edm = 0.720412 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297163.8599763 Edm = 2.22547 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297163.8477756 Edm = 0.00739347 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297163.8289216 Edm = 0.0386496 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297160.8476985 Edm = 2.31366 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297148.8206974 Edm = 0.844956 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297148.0590188 Edm = 0.156841 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297147.9296899 Edm = 0.0361042 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297147.8618014 Edm = 0.0194069 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297147.8382602 Edm = 0.00492036 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297147.82217 Edm = 0.0191134 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297147.3859011 Edm = 0.510735 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297147.2351229 Edm = 0.141385 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297143.171473 Edm = 5.00359 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297134.1211153 Edm = 13.6861 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297120.9575602 Edm = 6.32016 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297112.6453309 Edm = 1.8543 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297111.6269342 Edm = 0.301114 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297111.2963046 Edm = 0.033396 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297111.2697538 Edm = 0.00776117 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297111.2609545 Edm = 0.00109532 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297111.2582955 Edm = 0.000768422 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297111.2558364 Edm = 0.00183115 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297111.2215364 Edm = 0.0292641 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297110.7892538 Edm = 0.251241 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297108.7935884 Edm = 0.187066 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297108.5542849 Edm = 0.00583667 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297108.5474369 Edm = 0.000517414 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297108.5459791 Edm = 0.000860933 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297108.484639 Edm = 0.0600418 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297100.8616326 Edm = 0.665548 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297100.1954194 Edm = 0.301572 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297099.971514 Edm = 0.0298932 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297099.9497088 Edm = 0.000997129 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297099.9485181 Edm = 0.00017843 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297099.9479607 Edm = 0.000452116 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297099.9056204 Edm = 0.0454712 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297099.8497908 Edm = 0.0549746 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297098.0860279 Edm = 0.188415 NCalls = 319 -VariableMetric: Iteration # 93 - FCN = 297097.8227919 Edm = 0.00848989 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297097.8149183 Edm = 0.00138209 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297097.8137735 Edm = 0.000186438 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297097.81356 Edm = 4.61418e-05 NCalls = 326 -VariableMetric: After Hessian - FCN = 297097.81356 Edm = 0.646576 NCalls = 799 -VariableMetric: Iteration # 97 - FCN = 297097.81356 Edm = 0.646576 NCalls = 799 -VariableMetric: Iteration # 98 - FCN = 297097.8085725 Edm = 2.00428 NCalls = 802 -VariableMetric: Iteration # 99 - FCN = 297096.5393032 Edm = 0.23229 NCalls = 805 -VariableMetric: Iteration # 100 - FCN = 297096.3506637 Edm = 0.22999 NCalls = 807 -VariableMetric: Iteration # 101 - FCN = 297095.7065387 Edm = 1.40064 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297095.435509 Edm = 0.614232 NCalls = 813 -VariableMetric: Iteration # 103 - FCN = 297093.5480676 Edm = 22222.1 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297093.4788717 Edm = 7031.91 NCalls = 825 -VariableMetric: Iteration # 105 - FCN = 297093.2867854 Edm = 22697.6 NCalls = 830 -VariableMetric: Iteration # 106 - FCN = 297093.1374936 Edm = 6117.94 NCalls = 834 -VariableMetric: Iteration # 107 - FCN = 297092.9684178 Edm = 1371.56 NCalls = 838 -VariableMetric: Iteration # 108 - FCN = 297092.8472218 Edm = 726.796 NCalls = 842 -VariableMetric: Iteration # 109 - FCN = 297092.758822 Edm = 3760.56 NCalls = 845 -VariableMetric: Iteration # 110 - FCN = 297092.0949621 Edm = 191.518 NCalls = 848 -VariableMetric: Iteration # 111 - FCN = 297091.7700435 Edm = 315.494 NCalls = 851 -VariableMetric: Iteration # 112 - FCN = 297091.7006205 Edm = 278.469 NCalls = 854 -VariableMetric: Iteration # 113 - FCN = 297091.5545248 Edm = 288.116 NCalls = 857 -VariableMetric: Iteration # 114 - FCN = 297090.8556909 Edm = 124.567 NCalls = 860 -VariableMetric: Iteration # 115 - FCN = 297090.6027941 Edm = 197.626 NCalls = 863 -VariableMetric: Iteration # 116 - FCN = 297089.947656 Edm = 16.4408 NCalls = 866 -VariableMetric: Iteration # 117 - FCN = 297089.8297739 Edm = 5.97933 NCalls = 869 -VariableMetric: Iteration # 118 - FCN = 297089.7796024 Edm = 2.12901 NCalls = 872 -VariableMetric: Iteration # 119 - FCN = 297089.7532216 Edm = 3.6256 NCalls = 875 -VariableMetric: Iteration # 120 - FCN = 297089.5612983 Edm = 9.57306 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297089.3020792 Edm = 2.9442 NCalls = 879 -VariableMetric: Iteration # 122 - FCN = 297089.1815475 Edm = 5.13103 NCalls = 881 -VariableMetric: Iteration # 123 - FCN = 297088.9807745 Edm = 0.991907 NCalls = 883 -VariableMetric: Iteration # 124 - FCN = 297088.8847713 Edm = 8.69948 NCalls = 885 -VariableMetric: Iteration # 125 - FCN = 297088.6918394 Edm = 1.27068 NCalls = 887 -VariableMetric: Iteration # 126 - FCN = 297088.663528 Edm = 0.106197 NCalls = 889 -VariableMetric: Iteration # 127 - FCN = 297088.5367151 Edm = 0.599093 NCalls = 892 -VariableMetric: Iteration # 128 - FCN = 297088.4853477 Edm = 0.101396 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297088.4429388 Edm = 0.0464509 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297088.4141529 Edm = 0.019901 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297088.3860051 Edm = 0.0125756 NCalls = 901 -VariableMetric: Iteration # 132 - FCN = 297088.3545298 Edm = 0.0116233 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297088.3283017 Edm = 0.017774 NCalls = 907 -VariableMetric: Iteration # 134 - FCN = 297088.302436 Edm = 0.0222549 NCalls = 910 -VariableMetric: Iteration # 135 - FCN = 297088.2845598 Edm = 0.0127201 NCalls = 913 -VariableMetric: Iteration # 136 - FCN = 297088.2690078 Edm = 0.00790051 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297088.252547 Edm = 0.0181685 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297088.2364957 Edm = 0.00642617 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297088.2256561 Edm = 0.00749327 NCalls = 925 -VariableMetric: Iteration # 140 - FCN = 297088.2152742 Edm = 0.00992837 NCalls = 927 -VariableMetric: Iteration # 141 - FCN = 297088.1881609 Edm = 0.0175029 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297088.1650461 Edm = 0.0307309 NCalls = 936 -VariableMetric: Iteration # 143 - FCN = 297088.1532022 Edm = 0.0138433 NCalls = 937 -VariableMetric: Iteration # 144 - FCN = 297088.1388579 Edm = 0.0110626 NCalls = 939 -VariableMetric: Iteration # 145 - FCN = 297088.1342572 Edm = 0.00418863 NCalls = 942 -VariableMetric: Iteration # 146 - FCN = 297088.126692 Edm = 0.00457805 NCalls = 944 -VariableMetric: Iteration # 147 - FCN = 297088.1210862 Edm = 0.00255025 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297088.1181078 Edm = 0.00128298 NCalls = 949 -VariableMetric: Iteration # 149 - FCN = 297088.1165255 Edm = 0.000503751 NCalls = 952 -VariableMetric: Iteration # 150 - FCN = 297088.1155838 Edm = 0.00036168 NCalls = 954 -VariableMetric: Iteration # 151 - FCN = 297088.1150029 Edm = 0.000180408 NCalls = 956 -VariableMetric: Iteration # 152 - FCN = 297088.114641 Edm = 0.000133551 NCalls = 958 -VariableMetric: Iteration # 153 - FCN = 297088.1141583 Edm = 0.000145748 NCalls = 960 -VariableMetric: Iteration # 154 - FCN = 297088.1138751 Edm = 5.33036e-05 NCalls = 962 -VariableMetric: After Hessian - FCN = 297088.1138751 Edm = 0.000138403 NCalls = 1447 -VariableMetric: Iteration # 155 - FCN = 297088.1138751 Edm = 0.000138403 NCalls = 1447 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311781.0027587 Edm = 22.9809 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311781.0027587 Edm = 22.9809 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306929.4002716 Edm = 10.0001 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306855.7654904 Edm = 26.4591 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 306724.8249838 Edm = 135.65 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 297868.0337458 Edm = 23.1345 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297831.5593284 Edm = 65.0188 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297617.5060993 Edm = 7.68575 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297611.2447652 Edm = 0.302411 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297610.6263333 Edm = 0.053506 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297601.3622309 Edm = 6.40922 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297567.7861777 Edm = 1.28657 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297566.1171097 Edm = 0.0509439 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297564.4663238 Edm = 1.46516 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297477.3148097 Edm = 18.8596 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297460.8127312 Edm = 1.75575 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297459.0505979 Edm = 0.0138799 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297458.9472311 Edm = 0.0898105 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297440.2006467 Edm = 2.45909 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297418.6194741 Edm = 2.27298 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297415.5798394 Edm = 0.0120606 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297415.5607528 Edm = 0.0055181 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297415.0721753 Edm = 0.523315 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297413.3328117 Edm = 1.61571 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297389.0164958 Edm = 3.52444 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297384.8998641 Edm = 0.664541 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297383.927679 Edm = 0.46896 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297383.4974606 Edm = 0.0223373 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297383.4701839 Edm = 0.00453783 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297383.4589456 Edm = 0.00927479 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297383.1599672 Edm = 0.312551 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297382.4639408 Edm = 0.622307 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297369.2621986 Edm = 7.994 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297362.44214 Edm = 3.51851 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297356.4607504 Edm = 0.221617 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297356.2577909 Edm = 0.016754 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297356.2457644 Edm = 0.00203602 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297356.2365761 Edm = 0.00630754 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297355.9065747 Edm = 0.297455 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297347.7875255 Edm = 2.70514 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297344.173945 Edm = 0.630104 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297343.6671809 Edm = 0.0914178 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297343.5848307 Edm = 0.0176581 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297343.5641075 Edm = 0.00300039 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297343.5579057 Edm = 0.00386536 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297343.2189968 Edm = 0.337669 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297334.4234975 Edm = 3.79954 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297328.6211415 Edm = 0.266184 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297328.4207732 Edm = 0.0281708 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297328.399814 Edm = 0.00233393 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297328.3934147 Edm = 0.00275658 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297328.3764005 Edm = 0.00713338 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297328.243434 Edm = 0.0836 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297323.727485 Edm = 2.55719 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297317.4996251 Edm = 2.61063 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297315.5618188 Edm = 3.62866 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297314.4170857 Edm = 0.674588 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297313.8134331 Edm = 0.188445 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297313.5917128 Edm = 0.0523667 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297313.5546376 Edm = 0.0104418 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297313.5418606 Edm = 0.00369898 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297313.5314837 Edm = 0.01069 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297313.4586992 Edm = 0.0259408 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297313.4044446 Edm = 0.0262444 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297313.1446444 Edm = 0.351676 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297305.3728319 Edm = 7.58569 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297305.3216738 Edm = 0.0827695 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297305.2735253 Edm = 0.0594407 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297305.1503852 Edm = 0.0876477 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297304.7595601 Edm = 0.256858 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297303.7757556 Edm = 0.608202 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297298.8220674 Edm = 1.77858 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297296.371737 Edm = 1.87526 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297295.8850796 Edm = 0.72806 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297295.5040007 Edm = 0.0720968 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297295.4382137 Edm = 0.0110683 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297295.421792 Edm = 0.00828073 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297295.3911735 Edm = 0.0145743 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297295.3602087 Edm = 0.0039846 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297295.3542574 Edm = 0.000725542 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297295.3532821 Edm = 0.000361933 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297295.3381578 Edm = 0.0145304 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297293.9292809 Edm = 1.11605 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297291.6516429 Edm = 0.349727 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297291.3336022 Edm = 0.0134106 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297291.3221222 Edm = 0.000382321 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297291.3217512 Edm = 0.000112533 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297291.3216008 Edm = 9.37667e-05 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297291.3211084 Edm = 0.000394824 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297291.3184846 Edm = 0.00190456 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297291.1811313 Edm = 0.121621 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297290.5160853 Edm = 0.0277248 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297290.4917319 Edm = 0.000876565 NCalls = 282 -VariableMetric: Iteration # 92 - FCN = 297290.490895 Edm = 4.75642e-05 NCalls = 283 -VariableMetric: After Hessian - FCN = 297290.490895 Edm = 0.866056 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297290.490895 Edm = 0.866056 NCalls = 762 -VariableMetric: Iteration # 94 - FCN = 297289.6680536 Edm = 0.0826815 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297289.5878259 Edm = 0.0216702 NCalls = 766 -VariableMetric: Iteration # 96 - FCN = 297289.5536215 Edm = 0.00480661 NCalls = 768 -VariableMetric: Iteration # 97 - FCN = 297289.5489604 Edm = 0.000647049 NCalls = 769 -VariableMetric: Iteration # 98 - FCN = 297289.5481681 Edm = 8.42719e-05 NCalls = 771 -VariableMetric: Iteration # 99 - FCN = 297289.5480927 Edm = 4.09497e-06 NCalls = 773 -VariableMetric: After Hessian - FCN = 297289.5480927 Edm = 4.73335e-06 NCalls = 1260 -VariableMetric: Iteration # 100 - FCN = 297289.5480927 Edm = 4.73335e-06 NCalls = 1260 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308781.8245083 Edm = 27.0737 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308781.8245083 Edm = 27.0737 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302122.7332003 Edm = 28.9167 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301978.3991454 Edm = 29.1782 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301967.933978 Edm = 1.52428 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301872.9394869 Edm = 70.9222 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298926.0081597 Edm = 406.032 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298453.0301867 Edm = 336.29 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298304.1864124 Edm = 9.71794 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298283.1045315 Edm = 1.5256 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298238.9365906 Edm = 34.7784 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297920.9169352 Edm = 118.035 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297642.9057457 Edm = 7.30058 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297638.0620671 Edm = 1.15278 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297636.1464471 Edm = 2.41935 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297620.497173 Edm = 14.8106 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297575.3324473 Edm = 26.6602 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297506.0450067 Edm = 13.7023 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297494.6082232 Edm = 0.276007 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297494.2855638 Edm = 0.0204236 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297494.2261819 Edm = 0.0190427 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297493.575297 Edm = 0.60468 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297406.9200884 Edm = 3.0953 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297402.199286 Edm = 2.13031 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297397.202816 Edm = 5.96198 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297394.7637262 Edm = 2.62597 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297393.3042729 Edm = 0.391708 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297392.9081073 Edm = 0.0719092 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297392.737945 Edm = 0.0107326 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297392.7213747 Edm = 0.0050778 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297392.3276238 Edm = 0.40173 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297384.531621 Edm = 1.01229 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297377.6763913 Edm = 2.75631 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297375.1156112 Edm = 0.964503 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297374.5772162 Edm = 0.0649453 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297374.3419532 Edm = 0.0514257 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297374.2302066 Edm = 0.00416428 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297374.2206524 Edm = 0.004719 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297374.0195822 Edm = 0.180656 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297370.0933268 Edm = 4.37254 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297362.6555574 Edm = 4.66186 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297355.1021069 Edm = 5.67023 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297352.3317556 Edm = 1.12437 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297351.3864914 Edm = 0.0384158 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297351.3554451 Edm = 0.00189515 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297351.3525001 Edm = 0.00111829 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297351.3491164 Edm = 0.00250081 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297351.3179464 Edm = 0.0285535 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297349.4654385 Edm = 1.48268 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297344.1225293 Edm = 0.878828 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297342.8012273 Edm = 0.359329 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297342.4839902 Edm = 0.138302 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297342.3422027 Edm = 0.0298759 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297342.2880814 Edm = 0.00905021 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297342.2773617 Edm = 0.00145468 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297342.2756297 Edm = 0.000413581 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297342.2746467 Edm = 0.000677014 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297342.242313 Edm = 0.025924 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297341.6914048 Edm = 0.364318 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297340.6324412 Edm = 0.386105 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297340.5372246 Edm = 0.380267 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297340.2148909 Edm = 0.185762 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297339.8549272 Edm = 0.172267 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297339.626807 Edm = 0.148987 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297339.5621159 Edm = 0.0112373 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297339.5484398 Edm = 0.000776607 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297339.5472381 Edm = 0.000197607 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297339.5463456 Edm = 0.000721703 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297339.5434834 Edm = 0.000882604 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297339.5398897 Edm = 0.00265133 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297338.5611569 Edm = 8.6953 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297338.3781752 Edm = 0.13226 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297337.6626491 Edm = 2.01599 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297336.2929296 Edm = 1.19372 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297332.307781 Edm = 1.23099 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297331.0875669 Edm = 0.150895 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297330.9970957 Edm = 0.0498523 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297330.9442509 Edm = 0.0412273 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297330.8490842 Edm = 0.0473527 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297330.7986052 Edm = 0.00452674 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297330.7937993 Edm = 0.000536393 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297330.7910515 Edm = 0.00248126 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297330.7412995 Edm = 0.0462777 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297329.0866171 Edm = 1.59495 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297325.2733673 Edm = 1.76002 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297323.0365263 Edm = 0.68734 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297322.4461747 Edm = 0.151049 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297322.2550781 Edm = 0.0587105 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297322.2175971 Edm = 0.0105632 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297322.2110551 Edm = 0.000808176 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297322.2101758 Edm = 0.000108207 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297322.2092858 Edm = 0.000824547 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297322.1845332 Edm = 0.0214453 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297321.3337269 Edm = 0.234382 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297320.99379 Edm = 0.0241343 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297320.9768024 Edm = 0.00249051 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297320.9732089 Edm = 0.000392851 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297320.9727161 Edm = 1.90806e-05 NCalls = 305 -VariableMetric: After Hessian - FCN = 297320.9727161 Edm = 0.869916 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297320.9727161 Edm = 0.869916 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297320.9545521 Edm = 0.495569 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297320.5773362 Edm = 0.260419 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297320.429774 Edm = 0.0787134 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297320.4009262 Edm = 0.0198112 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297320.3718306 Edm = 0.0453092 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297320.3523477 Edm = 0.0250051 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297320.3176135 Edm = 0.0273398 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297320.2880825 Edm = 0.0181747 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297320.2626174 Edm = 0.0221331 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297320.2382281 Edm = 0.0390033 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297320.203176 Edm = 0.0369633 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297320.1839798 Edm = 0.0351431 NCalls = 822 -VariableMetric: Iteration # 110 - FCN = 297320.1372616 Edm = 0.0318823 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297320.0830052 Edm = 0.0236702 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297320.0678635 Edm = 0.0132434 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297320.0548112 Edm = 0.00705011 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297320.0433131 Edm = 0.00842765 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297320.033311 Edm = 0.00599653 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297320.0233184 Edm = 0.0051278 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297320.0200962 Edm = 0.00212949 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297320.0152924 Edm = 0.00482092 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297320.0111988 Edm = 0.0100443 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297320.0038819 Edm = 0.00659998 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297319.998814 Edm = 0.00439492 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297319.9946726 Edm = 0.00262997 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297319.9916586 Edm = 0.00279751 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297319.9896959 Edm = 0.00133168 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 297319.9855004 Edm = 0.00333716 NCalls = 861 -VariableMetric: Iteration # 126 - FCN = 297319.9716263 Edm = 0.018389 NCalls = 866 -VariableMetric: Iteration # 127 - FCN = 297319.9687323 Edm = 0.00539399 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297319.9646914 Edm = 0.00807245 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 297319.9547169 Edm = 0.00655711 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297319.9436261 Edm = 0.00424201 NCalls = 881 -VariableMetric: Iteration # 131 - FCN = 297319.9409945 Edm = 0.00477977 NCalls = 882 -VariableMetric: Iteration # 132 - FCN = 297319.9275657 Edm = 0.0171167 NCalls = 886 -VariableMetric: Iteration # 133 - FCN = 297319.8813824 Edm = 0.0158091 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297319.8648454 Edm = 0.0388124 NCalls = 894 -VariableMetric: Iteration # 135 - FCN = 297319.8466644 Edm = 0.00867576 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297319.8425435 Edm = 0.00779932 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297319.8371574 Edm = 0.00216342 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297319.8349868 Edm = 0.000683516 NCalls = 904 -VariableMetric: Iteration # 139 - FCN = 297319.8336238 Edm = 0.000482697 NCalls = 906 -VariableMetric: Iteration # 140 - FCN = 297319.8325526 Edm = 0.000698229 NCalls = 908 -VariableMetric: Iteration # 141 - FCN = 297319.83133 Edm = 0.000874335 NCalls = 911 -VariableMetric: Iteration # 142 - FCN = 297319.8291221 Edm = 0.000667656 NCalls = 914 -VariableMetric: Iteration # 143 - FCN = 297319.8276234 Edm = 0.000589372 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297319.8265107 Edm = 0.00151599 NCalls = 919 -VariableMetric: Iteration # 145 - FCN = 297319.8233255 Edm = 0.00288631 NCalls = 922 -VariableMetric: Iteration # 146 - FCN = 297319.8128803 Edm = 0.00625702 NCalls = 926 -VariableMetric: Iteration # 147 - FCN = 297319.8011731 Edm = 0.0034846 NCalls = 928 -VariableMetric: Iteration # 148 - FCN = 297319.7990553 Edm = 0.00416158 NCalls = 930 -VariableMetric: Iteration # 149 - FCN = 297319.7961756 Edm = 0.00108737 NCalls = 932 -VariableMetric: Iteration # 150 - FCN = 297319.7946032 Edm = 0.000895847 NCalls = 935 -VariableMetric: Iteration # 151 - FCN = 297319.7935282 Edm = 0.000237759 NCalls = 937 -VariableMetric: Iteration # 152 - FCN = 297319.7932683 Edm = 5.73419e-05 NCalls = 939 -VariableMetric: After Hessian - FCN = 297319.7932683 Edm = 0.0128717 NCalls = 1424 -VariableMetric: Iteration # 153 - FCN = 297319.7932683 Edm = 0.0128717 NCalls = 1424 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303144.9247114 Edm = 12.8563 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303144.9247114 Edm = 12.8563 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301945.2369575 Edm = 1.60336 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301938.7271079 Edm = 1.90473 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301750.6635488 Edm = 227.431 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 301721.9258675 Edm = 30.0062 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 301494.0611645 Edm = 122.081 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298276.0528009 Edm = 88.1545 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298191.241741 Edm = 1.57978 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298189.625448 Edm = 1.70362 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298184.4344887 Edm = 3.33143 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297851.519967 Edm = 46.7547 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297797.8982406 Edm = 5.32168 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297789.1339624 Edm = 0.230147 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297788.7652791 Edm = 0.13793 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297779.1783617 Edm = 10.1299 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297776.8869403 Edm = 2.20028 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297675.4110273 Edm = 40.4597 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297612.9379307 Edm = 1.83412 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297611.2855845 Edm = 0.0677773 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297610.9174828 Edm = 0.334763 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297529.3313473 Edm = 12.3431 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297421.3388243 Edm = 18.2107 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297393.3546248 Edm = 6.31038 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297381.6236117 Edm = 0.540443 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297380.8514331 Edm = 0.0761962 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297380.7633204 Edm = 0.0264179 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297380.6481556 Edm = 0.0773026 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297376.7524394 Edm = 3.0479 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297334.1324944 Edm = 22.6268 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297294.7717093 Edm = 10.0863 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297282.9886894 Edm = 1.1404 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297281.9608912 Edm = 0.132221 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297281.8229671 Edm = 0.00754118 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297281.8063225 Edm = 0.00610216 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297281.6508616 Edm = 0.116914 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297276.7629799 Edm = 4.04993 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297241.2393605 Edm = 2.79841 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297238.7344017 Edm = 0.211593 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297238.5158358 Edm = 0.0111392 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297238.5052399 Edm = 0.00122416 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297238.5027328 Edm = 0.00150855 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297238.3668125 Edm = 0.151326 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297238.1559075 Edm = 0.207261 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297233.8242048 Edm = 0.901499 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297232.9827239 Edm = 0.00449432 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297232.9781055 Edm = 0.000605723 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297232.9742231 Edm = 0.00359973 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297232.5473595 Edm = 0.424626 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297228.6610102 Edm = 0.155689 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297228.4994543 Edm = 0.00529813 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297228.4936532 Edm = 0.000698577 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297228.4924239 Edm = 0.000132787 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297228.4921213 Edm = 0.000186591 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297228.4818451 Edm = 0.0106172 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297228.3319726 Edm = 0.0052217 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297226.0503575 Edm = 0.855214 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297225.0581238 Edm = 0.636038 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297224.3173192 Edm = 0.0371075 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297224.2884318 Edm = 0.00275277 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297224.2863071 Edm = 4.50645e-05 NCalls = 198 -VariableMetric: After Hessian - FCN = 297224.2863071 Edm = 110.029 NCalls = 675 -VariableMetric: Iteration # 60 - FCN = 297224.2863071 Edm = 110.029 NCalls = 675 -VariableMetric: Iteration # 61 - FCN = 297223.2301952 Edm = 30.1243 NCalls = 678 -VariableMetric: Iteration # 62 - FCN = 297219.9535967 Edm = 27.4876 NCalls = 681 -VariableMetric: Iteration # 63 - FCN = 297217.1309992 Edm = 0.718593 NCalls = 687 -VariableMetric: Iteration # 64 - FCN = 297216.9901843 Edm = 0.239801 NCalls = 690 -VariableMetric: Iteration # 65 - FCN = 297214.766104 Edm = 1.56468 NCalls = 693 -VariableMetric: Iteration # 66 - FCN = 297212.8036786 Edm = 0.159396 NCalls = 695 -VariableMetric: Iteration # 67 - FCN = 297212.0740018 Edm = 0.12065 NCalls = 698 -VariableMetric: Iteration # 68 - FCN = 297211.6119157 Edm = 0.131169 NCalls = 701 -VariableMetric: Iteration # 69 - FCN = 297211.2397743 Edm = 0.130315 NCalls = 703 -VariableMetric: Iteration # 70 - FCN = 297208.7297024 Edm = 15.3476 NCalls = 706 -VariableMetric: Iteration # 71 - FCN = 297208.311725 Edm = 0.388485 NCalls = 708 -VariableMetric: Iteration # 72 - FCN = 297205.8466275 Edm = 2.15693 NCalls = 712 -VariableMetric: Iteration # 73 - FCN = 297202.1957117 Edm = 4.73254 NCalls = 715 -VariableMetric: Iteration # 74 - FCN = 297199.5858896 Edm = 4.16257 NCalls = 718 -VariableMetric: Iteration # 75 - FCN = 297197.8323353 Edm = 1.97291 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297193.005043 Edm = 5.2605 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297187.2677258 Edm = 2.24901 NCalls = 731 -VariableMetric: Iteration # 78 - FCN = 297185.408824 Edm = 1.53768 NCalls = 734 -VariableMetric: Iteration # 79 - FCN = 297183.7961379 Edm = 0.549456 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297182.5061161 Edm = 0.809921 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297181.5387516 Edm = 0.704483 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297179.9640668 Edm = 1.51548 NCalls = 746 -VariableMetric: Iteration # 83 - FCN = 297178.6068878 Edm = 2.32148 NCalls = 750 -VariableMetric: Iteration # 84 - FCN = 297176.8334242 Edm = 2.05388 NCalls = 754 -VariableMetric: Iteration # 85 - FCN = 297175.3501077 Edm = 2.12562 NCalls = 758 -VariableMetric: Iteration # 86 - FCN = 297174.0838356 Edm = 0.759034 NCalls = 761 -VariableMetric: Iteration # 87 - FCN = 297173.02397 Edm = 1.14355 NCalls = 764 -VariableMetric: Iteration # 88 - FCN = 297172.3246272 Edm = 0.844706 NCalls = 766 -VariableMetric: Iteration # 89 - FCN = 297170.4454066 Edm = 0.450738 NCalls = 769 -VariableMetric: Iteration # 90 - FCN = 297169.768136 Edm = 0.341718 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297169.4324386 Edm = 0.121617 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297169.2467471 Edm = 0.0810677 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297168.9462973 Edm = 0.0727108 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297168.837825 Edm = 0.0407219 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297168.6618296 Edm = 0.161948 NCalls = 783 -VariableMetric: Iteration # 96 - FCN = 297168.1787847 Edm = 0.149034 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 297167.6487685 Edm = 0.238923 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297167.0100921 Edm = 0.501124 NCalls = 791 -VariableMetric: Iteration # 99 - FCN = 297166.6248033 Edm = 0.443054 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297165.3864228 Edm = 0.720235 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297164.2398749 Edm = 1.17376 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297163.2110801 Edm = 0.780258 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297162.6139216 Edm = 0.265589 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297162.3680734 Edm = 0.213565 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297162.0565845 Edm = 0.144801 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297161.8640212 Edm = 0.0304111 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297161.8274947 Edm = 0.0101775 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297161.8052535 Edm = 0.0158296 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297161.7805545 Edm = 0.0212241 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297161.7209951 Edm = 0.0269727 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297161.6273399 Edm = 0.0265211 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297161.5560993 Edm = 0.0131599 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297161.5090439 Edm = 0.0252512 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297161.4661875 Edm = 0.0108151 NCalls = 828 -VariableMetric: Iteration # 115 - FCN = 297161.4553081 Edm = 0.013127 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297161.4424775 Edm = 0.00847627 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297161.4145452 Edm = 0.00659086 NCalls = 834 -VariableMetric: Iteration # 118 - FCN = 297161.3996911 Edm = 0.00490326 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297161.3931998 Edm = 0.00100201 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297161.3916029 Edm = 0.000533987 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297161.3862982 Edm = 0.00299652 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297161.3736154 Edm = 0.00670697 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297161.3629573 Edm = 0.00150681 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297161.3604884 Edm = 0.000639154 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297161.3585535 Edm = 0.00100803 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297161.3488848 Edm = 0.00508703 NCalls = 857 -VariableMetric: Iteration # 127 - FCN = 297161.3451036 Edm = 0.0031599 NCalls = 859 -VariableMetric: Iteration # 128 - FCN = 297161.3407612 Edm = 0.0028728 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297161.3388673 Edm = 0.000790659 NCalls = 864 -VariableMetric: Iteration # 130 - FCN = 297161.3367689 Edm = 0.00081517 NCalls = 866 -VariableMetric: Iteration # 131 - FCN = 297161.3313003 Edm = 0.00335012 NCalls = 869 -VariableMetric: Iteration # 132 - FCN = 297161.3057732 Edm = 0.007135 NCalls = 874 -VariableMetric: Iteration # 133 - FCN = 297161.2915867 Edm = 0.00680259 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297161.2875017 Edm = 0.00722627 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297161.2725329 Edm = 0.00493593 NCalls = 881 -VariableMetric: Iteration # 136 - FCN = 297161.2585083 Edm = 0.0122644 NCalls = 884 -VariableMetric: Iteration # 137 - FCN = 297161.2529357 Edm = 0.00337341 NCalls = 886 -VariableMetric: Iteration # 138 - FCN = 297161.2452695 Edm = 0.0029394 NCalls = 890 -VariableMetric: Iteration # 139 - FCN = 297161.2402479 Edm = 0.00422054 NCalls = 893 -VariableMetric: Iteration # 140 - FCN = 297161.2350889 Edm = 0.00465279 NCalls = 895 -VariableMetric: Iteration # 141 - FCN = 297161.2292622 Edm = 0.00378835 NCalls = 898 -VariableMetric: Iteration # 142 - FCN = 297161.2243631 Edm = 0.00441971 NCalls = 900 -VariableMetric: Iteration # 143 - FCN = 297161.220143 Edm = 0.00359832 NCalls = 903 -VariableMetric: Iteration # 144 - FCN = 297161.212322 Edm = 0.00469243 NCalls = 907 -VariableMetric: Iteration # 145 - FCN = 297161.2047162 Edm = 0.00994513 NCalls = 910 -VariableMetric: Iteration # 146 - FCN = 297161.198786 Edm = 0.00428121 NCalls = 912 -VariableMetric: Iteration # 147 - FCN = 297161.1888494 Edm = 0.015605 NCalls = 914 -VariableMetric: Iteration # 148 - FCN = 297161.1853279 Edm = 0.00327755 NCalls = 917 -VariableMetric: Iteration # 149 - FCN = 297161.1541154 Edm = 0.00890885 NCalls = 923 -VariableMetric: Iteration # 150 - FCN = 297161.1247096 Edm = 0.0355531 NCalls = 927 -VariableMetric: Iteration # 151 - FCN = 297161.1119358 Edm = 0.0331278 NCalls = 929 -VariableMetric: Iteration # 152 - FCN = 297161.0992324 Edm = 0.0191428 NCalls = 932 -VariableMetric: Iteration # 153 - FCN = 297161.0870358 Edm = 0.0125896 NCalls = 935 -VariableMetric: Iteration # 154 - FCN = 297161.0730184 Edm = 0.00617753 NCalls = 937 -VariableMetric: Iteration # 155 - FCN = 297161.0646962 Edm = 0.00259232 NCalls = 940 -VariableMetric: Iteration # 156 - FCN = 297161.0628573 Edm = 0.000817481 NCalls = 941 -VariableMetric: Iteration # 157 - FCN = 297161.062437 Edm = 0.000233658 NCalls = 943 -VariableMetric: Iteration # 158 - FCN = 297161.0622588 Edm = 5.59401e-05 NCalls = 945 -VariableMetric: After Hessian - FCN = 297161.0622588 Edm = 0.0110106 NCalls = 1436 -VariableMetric: Iteration # 159 - FCN = 297161.0622588 Edm = 0.0110106 NCalls = 1436 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310968.7620893 Edm = 31.4549 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310968.7620893 Edm = 31.4549 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299436.5806564 Edm = 0.898724 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299362.9662596 Edm = 9.73741 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299340.542371 Edm = 107.221 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 299200.6227177 Edm = 246.904 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299011.2905207 Edm = 115.597 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298818.2534686 Edm = 28.8837 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298749.9275629 Edm = 17.0873 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298700.0470348 Edm = 33.465 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298446.7987325 Edm = 129.479 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297955.4566219 Edm = 1.51194 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297953.7993782 Edm = 0.429336 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297953.4856179 Edm = 0.150953 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297949.743667 Edm = 3.32799 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297839.5215685 Edm = 5.51745 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297829.4735554 Edm = 3.53017 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297776.5843056 Edm = 20.3799 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297775.9024714 Edm = 1.9447 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297769.8900302 Edm = 4.78106 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297748.5815235 Edm = 7.44251 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297738.2296564 Edm = 1.34607 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297736.8563975 Edm = 0.0735612 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297736.7423386 Edm = 0.0234781 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297735.6277505 Edm = 1.09578 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297735.3418594 Edm = 0.251415 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297645.0343449 Edm = 4.27682 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297638.5017281 Edm = 4.1415 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297635.1716734 Edm = 3.89149 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297628.6822818 Edm = 1.78715 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297625.5152148 Edm = 0.798813 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297624.2888532 Edm = 1.18265 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297623.2899712 Edm = 0.651014 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297622.5897513 Edm = 129.227 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297621.7943154 Edm = 0.0541603 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297621.6897397 Edm = 0.133945 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297596.1967127 Edm = 14.4324 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297564.7522764 Edm = 8.31084 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297555.1917497 Edm = 4.50023 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297542.3719666 Edm = 3.60129 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297535.8362001 Edm = 0.605742 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297535.27818 Edm = 0.533349 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297534.5301049 Edm = 0.0328575 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297534.495145 Edm = 0.00510115 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297534.4866612 Edm = 0.00954856 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297533.4613594 Edm = 0.879041 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297507.1912895 Edm = 6.38938 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297501.9197082 Edm = 2.87197 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297499.0197573 Edm = 0.296856 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297498.7308391 Edm = 0.00489977 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297498.7257357 Edm = 0.00118519 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297498.7113041 Edm = 0.0149999 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297498.4318469 Edm = 0.292391 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297498.4254442 Edm = 0.00554952 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297496.9597801 Edm = 0.234876 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297490.9950543 Edm = 1.2537 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297488.7106331 Edm = 0.282293 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297487.0499244 Edm = 1.03187 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297486.318951 Edm = 1.76982 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297484.3704646 Edm = 2.16498 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297482.4541108 Edm = 1.40648 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297480.2380104 Edm = 2.44023 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297479.1203511 Edm = 0.869657 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297477.2321544 Edm = 0.0956203 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297477.1319297 Edm = 0.00247628 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297477.1283409 Edm = 0.00193199 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297477.1009242 Edm = 0.0249856 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297475.2424305 Edm = 1.34247 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297471.2818568 Edm = 0.239116 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297471.0555957 Edm = 0.00845703 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297471.0495613 Edm = 0.000673962 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297471.048341 Edm = 0.000669351 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297471.0095718 Edm = 0.0400908 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297470.9070488 Edm = 0.0970367 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297468.4339353 Edm = 0.0160447 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297468.420326 Edm = 0.00100596 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297468.4150753 Edm = 0.00407631 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297468.1622132 Edm = 0.203198 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297465.9291342 Edm = 0.25552 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297465.6412951 Edm = 0.00606558 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297465.6345622 Edm = 0.00116082 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297465.6330783 Edm = 0.000264164 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297465.6327447 Edm = 7.934e-05 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297465.6323159 Edm = 0.000389144 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297465.6206351 Edm = 0.0119361 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297465.5973908 Edm = 0.0226622 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297464.4377609 Edm = 0.0513535 NCalls = 296 -VariableMetric: Iteration # 86 - FCN = 297464.3983214 Edm = 0.00230825 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297464.39665 Edm = 0.000200296 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297464.3964698 Edm = 1.74798e-05 NCalls = 301 -VariableMetric: After Hessian - FCN = 297464.3964698 Edm = 898.062 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297464.3964698 Edm = 898.062 NCalls = 776 -VariableMetric: Iteration # 90 - FCN = 297443.1392398 Edm = 2.09521e+06 NCalls = 786 -VariableMetric: Iteration # 91 - FCN = 297438.2574069 Edm = 36053.7 NCalls = 796 -VariableMetric: Iteration # 92 - FCN = 297437.3329988 Edm = 12716.7 NCalls = 802 -VariableMetric: Iteration # 93 - FCN = 297436.5869848 Edm = 20748.3 NCalls = 807 -VariableMetric: Iteration # 94 - FCN = 297433.9902768 Edm = 3204.89 NCalls = 811 -VariableMetric: Iteration # 95 - FCN = 297433.201688 Edm = 297.621 NCalls = 815 -VariableMetric: Iteration # 96 - FCN = 297432.619482 Edm = 179.618 NCalls = 818 -VariableMetric: Iteration # 97 - FCN = 297432.2868047 Edm = 96.5123 NCalls = 821 -VariableMetric: Iteration # 98 - FCN = 297431.9598668 Edm = 73.1049 NCalls = 824 -VariableMetric: Iteration # 99 - FCN = 297431.5891875 Edm = 31.3664 NCalls = 827 -VariableMetric: Iteration # 100 - FCN = 297431.3496108 Edm = 40.7618 NCalls = 830 -VariableMetric: Iteration # 101 - FCN = 297431.2013846 Edm = 14.0621 NCalls = 833 -VariableMetric: Iteration # 102 - FCN = 297430.885393 Edm = 58.9608 NCalls = 836 -VariableMetric: Iteration # 103 - FCN = 297430.8050467 Edm = 93.053 NCalls = 838 -VariableMetric: Iteration # 104 - FCN = 297430.4547124 Edm = 3.79696 NCalls = 840 -VariableMetric: Iteration # 105 - FCN = 297430.2933251 Edm = 2.69607 NCalls = 842 -VariableMetric: Iteration # 106 - FCN = 297430.1517413 Edm = 1.56126 NCalls = 844 -VariableMetric: Iteration # 107 - FCN = 297429.6806248 Edm = 2.48837 NCalls = 846 -VariableMetric: Iteration # 108 - FCN = 297429.4509794 Edm = 1.44677 NCalls = 848 -VariableMetric: Iteration # 109 - FCN = 297429.0624276 Edm = 5.32124 NCalls = 850 -VariableMetric: Iteration # 110 - FCN = 297428.7233921 Edm = 3.42373 NCalls = 852 -VariableMetric: Iteration # 111 - FCN = 297428.332593 Edm = 0.666375 NCalls = 854 -VariableMetric: Iteration # 112 - FCN = 297427.5867947 Edm = 1.48957 NCalls = 857 -VariableMetric: Iteration # 113 - FCN = 297427.3238889 Edm = 1.94687 NCalls = 859 -VariableMetric: Iteration # 114 - FCN = 297426.7331567 Edm = 4.60716 NCalls = 862 -VariableMetric: Iteration # 115 - FCN = 297425.9553605 Edm = 6.03845 NCalls = 865 -VariableMetric: Iteration # 116 - FCN = 297425.7077823 Edm = 2.75128 NCalls = 868 -VariableMetric: Iteration # 117 - FCN = 297424.5940916 Edm = 1.63224 NCalls = 870 -VariableMetric: Iteration # 118 - FCN = 297424.267266 Edm = 1.96944 NCalls = 872 -VariableMetric: Iteration # 119 - FCN = 297423.4672557 Edm = 1.06061 NCalls = 875 -VariableMetric: Iteration # 120 - FCN = 297422.8379296 Edm = 1.02697 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297422.2516481 Edm = 0.953255 NCalls = 880 -VariableMetric: Iteration # 122 - FCN = 297422.0165868 Edm = 0.731143 NCalls = 882 -VariableMetric: Iteration # 123 - FCN = 297421.8297744 Edm = 0.387693 NCalls = 884 -VariableMetric: Iteration # 124 - FCN = 297421.648386 Edm = 0.318334 NCalls = 887 -VariableMetric: Iteration # 125 - FCN = 297421.4385399 Edm = 0.132613 NCalls = 889 -VariableMetric: Iteration # 126 - FCN = 297421.2851095 Edm = 0.141971 NCalls = 891 -VariableMetric: Iteration # 127 - FCN = 297421.1982594 Edm = 0.0965221 NCalls = 893 -VariableMetric: Iteration # 128 - FCN = 297421.025679 Edm = 0.326093 NCalls = 897 -VariableMetric: Iteration # 129 - FCN = 297420.7571808 Edm = 0.176667 NCalls = 901 -VariableMetric: Iteration # 130 - FCN = 297420.4518685 Edm = 0.169187 NCalls = 904 -VariableMetric: Iteration # 131 - FCN = 297420.1814527 Edm = 0.240931 NCalls = 907 -VariableMetric: Iteration # 132 - FCN = 297420.0451815 Edm = 0.22064 NCalls = 909 -VariableMetric: Iteration # 133 - FCN = 297419.8131997 Edm = 0.460523 NCalls = 912 -VariableMetric: Iteration # 134 - FCN = 297419.6863299 Edm = 0.137663 NCalls = 915 -VariableMetric: Iteration # 135 - FCN = 297419.5911168 Edm = 0.0893772 NCalls = 917 -VariableMetric: Iteration # 136 - FCN = 297419.4632362 Edm = 0.0741992 NCalls = 919 -VariableMetric: Iteration # 137 - FCN = 297419.3994861 Edm = 0.0543651 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297419.3500989 Edm = 0.0370159 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297419.3055534 Edm = 0.0270768 NCalls = 925 -VariableMetric: Iteration # 140 - FCN = 297419.2568452 Edm = 0.0523038 NCalls = 929 -VariableMetric: Iteration # 141 - FCN = 297419.1455127 Edm = 0.0590115 NCalls = 934 -VariableMetric: Iteration # 142 - FCN = 297419.0582527 Edm = 0.132226 NCalls = 937 -VariableMetric: Iteration # 143 - FCN = 297419.0265584 Edm = 0.0201735 NCalls = 939 -VariableMetric: Iteration # 144 - FCN = 297418.9887715 Edm = 0.0140861 NCalls = 942 -VariableMetric: Iteration # 145 - FCN = 297418.954955 Edm = 0.00946528 NCalls = 946 -VariableMetric: Iteration # 146 - FCN = 297418.9426512 Edm = 0.0060328 NCalls = 949 -VariableMetric: Iteration # 147 - FCN = 297418.9397628 Edm = 0.00228321 NCalls = 951 -VariableMetric: Iteration # 148 - FCN = 297418.937033 Edm = 0.00110326 NCalls = 953 -VariableMetric: Iteration # 149 - FCN = 297418.9351963 Edm = 0.000646676 NCalls = 955 -VariableMetric: Iteration # 150 - FCN = 297418.9336094 Edm = 0.000851993 NCalls = 957 -VariableMetric: Iteration # 151 - FCN = 297418.9301991 Edm = 0.00345164 NCalls = 960 -VariableMetric: Iteration # 152 - FCN = 297418.9229663 Edm = 0.00769793 NCalls = 964 -VariableMetric: Iteration # 153 - FCN = 297418.9029175 Edm = 0.00977188 NCalls = 971 -VariableMetric: Iteration # 154 - FCN = 297418.902406 Edm = 0.00108584 NCalls = 973 -VariableMetric: Iteration # 155 - FCN = 297418.8972671 Edm = 0.00515519 NCalls = 976 -VariableMetric: Iteration # 156 - FCN = 297418.8892409 Edm = 0.00486076 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297418.8743817 Edm = 0.00307066 NCalls = 982 -VariableMetric: Iteration # 158 - FCN = 297418.8675257 Edm = 0.00183618 NCalls = 984 -VariableMetric: Iteration # 159 - FCN = 297418.8571069 Edm = 0.00515311 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297418.8503148 Edm = 0.0112931 NCalls = 991 -VariableMetric: Iteration # 161 - FCN = 297418.8402567 Edm = 0.00303794 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297418.8337167 Edm = 0.00218966 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297418.8315984 Edm = 0.00149785 NCalls = 996 -VariableMetric: Iteration # 164 - FCN = 297418.8307098 Edm = 0.000780856 NCalls = 997 -VariableMetric: Iteration # 165 - FCN = 297418.8296652 Edm = 0.000219565 NCalls = 1000 -VariableMetric: Iteration # 166 - FCN = 297418.8293405 Edm = 3.71947e-05 NCalls = 1002 -VariableMetric: After Hessian - FCN = 297418.8293405 Edm = 0.0106796 NCalls = 1487 -VariableMetric: Iteration # 167 - FCN = 297418.8293405 Edm = 0.0106796 NCalls = 1487 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301998.3312111 Edm = 32.3776 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301998.3312111 Edm = 32.3776 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300759.0330625 Edm = 3.26825 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300750.4492365 Edm = 4.56473 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299315.7489472 Edm = 999.382 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298395.1726184 Edm = 312.78 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298063.8833046 Edm = 33.11 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297999.8076798 Edm = 4.50316 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297989.6261892 Edm = 2.32427 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 297919.9319259 Edm = 39.7522 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297646.3687942 Edm = 28.0782 NCalls = 31 -VariableMetric: Iteration # 10 - FCN = 297609.4588194 Edm = 0.776548 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297608.540808 Edm = 0.0359205 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297608.4401711 Edm = 0.0726551 NCalls = 38 -VariableMetric: Iteration # 13 - FCN = 297604.2641355 Edm = 3.55419 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297464.3405557 Edm = 15.9668 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297448.1922434 Edm = 0.300233 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297447.9174735 Edm = 0.113917 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297444.1112081 Edm = 3.71749 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297351.01628 Edm = 7.65802 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297342.3270538 Edm = 1.05804 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297340.0925435 Edm = 0.56803 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297338.9522696 Edm = 0.209586 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297338.8181088 Edm = 0.0367713 NCalls = 71 -VariableMetric: Iteration # 23 - FCN = 297338.6746952 Edm = 0.111303 NCalls = 73 -VariableMetric: Iteration # 24 - FCN = 297325.6587559 Edm = 2.41861 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297322.7309161 Edm = 0.397059 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297322.4997109 Edm = 0.151004 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297322.1791719 Edm = 0.616724 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297321.6868944 Edm = 0.207938 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297321.5110119 Edm = 0.0984711 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297321.4194611 Edm = 0.00560622 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297321.4074984 Edm = 0.00812663 NCalls = 98 -VariableMetric: Iteration # 32 - FCN = 297321.2364749 Edm = 0.167576 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297318.9581092 Edm = 1.83034 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297312.3949868 Edm = 0.793236 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297311.5443333 Edm = 0.112386 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297311.4572109 Edm = 0.00533169 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297311.4495523 Edm = 0.00272909 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297311.3096332 Edm = 0.171793 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297308.3626504 Edm = 0.222181 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297306.2192224 Edm = 0.312332 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297305.8923678 Edm = 0.0262419 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297305.870864 Edm = 0.00071786 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297305.8681049 Edm = 0.00223855 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297305.8204081 Edm = 0.0667653 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297305.8101424 Edm = 0.00990575 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297305.2651929 Edm = 0.461385 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297301.3169908 Edm = 1.5536 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297298.8153747 Edm = 0.0787802 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297298.7553156 Edm = 0.00358309 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297298.7516005 Edm = 0.00116404 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297298.7043102 Edm = 0.044368 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297295.0123821 Edm = 2.63899 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297288.9247929 Edm = 0.784207 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297288.5049277 Edm = 0.0386125 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297288.4639798 Edm = 0.00309585 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297288.4601653 Edm = 0.000604027 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297288.4590591 Edm = 0.000778221 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297288.4339104 Edm = 0.0255329 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297288.1962959 Edm = 0.223462 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297281.9090662 Edm = 0.412078 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297281.5395441 Edm = 0.0435502 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297281.5048758 Edm = 0.00229949 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297281.5029695 Edm = 0.000254745 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297281.5026928 Edm = 8.69825e-05 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297281.5019127 Edm = 0.000851345 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297281.4594368 Edm = 0.0378639 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297280.4683901 Edm = 0.406824 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297279.7950634 Edm = 0.0248178 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297279.7635089 Edm = 0.000822746 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297279.7626269 Edm = 4.61241e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297279.7626269 Edm = 8514.23 NCalls = 708 -VariableMetric: Iteration # 71 - FCN = 297279.7626269 Edm = 8514.23 NCalls = 708 -VariableMetric: Iteration # 72 - FCN = 297268.1504339 Edm = 78713.1 NCalls = 719 -VariableMetric: Iteration # 73 - FCN = 297268.1504339 Edm = 78713.1 NCalls = 730 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325018.2481773 Edm = 60.2645 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325018.2481773 Edm = 60.2645 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299269.2868392 Edm = 2.51389 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299103.0982486 Edm = 891.825 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298995.1063649 Edm = 0.817097 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298992.261914 Edm = 3.42439 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 298907.6233954 Edm = 77.9337 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298229.9683494 Edm = 314.726 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297877.1004723 Edm = 36.7404 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297857.8899633 Edm = 1.20741 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297856.4525746 Edm = 1.05069 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297725.7686629 Edm = 15.8513 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297705.3668178 Edm = 0.155928 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297702.4969928 Edm = 2.24574 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297650.0806335 Edm = 13.4144 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297615.7139632 Edm = 2.11745 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297613.192554 Edm = 0.0172627 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297613.0974492 Edm = 0.0744353 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297607.5560248 Edm = 3.68874 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297484.2863582 Edm = 47.1543 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297424.7666942 Edm = 5.17892 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297419.8609094 Edm = 0.117601 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297419.7395394 Edm = 0.0107525 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297419.6532454 Edm = 0.0771629 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297418.1358155 Edm = 2.25127 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297416.6769218 Edm = 1.40125 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297361.9429182 Edm = 2.66752 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297359.042584 Edm = 0.3243 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297358.6341833 Edm = 0.00864987 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297358.6241826 Edm = 0.00262997 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297358.5378521 Edm = 0.0703212 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297354.962683 Edm = 1.75321 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297350.0642382 Edm = 1.44651 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297349.1722749 Edm = 0.260376 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297348.7556982 Edm = 0.027058 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297348.7257999 Edm = 0.00162737 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297348.7149088 Edm = 0.00807232 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297347.454249 Edm = 1.12423 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297337.20575 Edm = 0.26439 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297337.0881253 Edm = 0.0251675 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297337.0667178 Edm = 0.00211788 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297337.0618936 Edm = 0.00211909 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297337.0534176 Edm = 0.00474334 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297336.9198329 Edm = 0.123399 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297327.6246599 Edm = 5.52623 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297318.13902 Edm = 1.839 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297316.7685127 Edm = 0.139954 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297316.6074012 Edm = 0.00828644 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297316.5985471 Edm = 0.000642997 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297316.5974571 Edm = 0.000528777 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297316.5900641 Edm = 0.00759441 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297316.541757 Edm = 0.0444954 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297315.2183774 Edm = 0.507564 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297314.3706799 Edm = 0.0742225 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297314.2998754 Edm = 0.0217921 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297314.2778939 Edm = 0.00261768 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297314.2752109 Edm = 0.000227839 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297314.2747129 Edm = 0.000280274 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297314.2713434 Edm = 0.00292133 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297314.101951 Edm = 0.159674 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297312.6861243 Edm = 0.753569 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297311.6122689 Edm = 1.17492 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297310.8671973 Edm = 1.27197 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297309.078179 Edm = 0.606652 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297308.0177399 Edm = 1.76377 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297306.5867722 Edm = 1.57226 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297305.5303787 Edm = 0.77606 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297304.5814565 Edm = 0.541783 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297304.3343865 Edm = 0.0853413 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297304.2429843 Edm = 0.0274341 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297304.2357394 Edm = 0.00262918 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297304.2312299 Edm = 0.00152938 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297304.2263839 Edm = 0.00251422 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297304.1496194 Edm = 0.0851489 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297304.1118767 Edm = 0.0339856 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297303.9830775 Edm = 0.108438 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297299.4024769 Edm = 2.10316 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297297.3898152 Edm = 1.49356 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297295.9241214 Edm = 0.377823 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297295.5167762 Edm = 0.124967 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297295.4680983 Edm = 0.0134153 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297295.4556059 Edm = 0.000983682 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297295.4544479 Edm = 0.000129317 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297295.4541478 Edm = 0.000154581 NCalls = 254 -VariableMetric: Iteration # 83 - FCN = 297295.4528185 Edm = 0.00149783 NCalls = 257 -VariableMetric: Iteration # 84 - FCN = 297295.4028496 Edm = 0.052279 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297295.3908806 Edm = 0.0115885 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297293.4838072 Edm = 0.316797 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297293.0391766 Edm = 0.072183 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297292.9721897 Edm = 0.00456278 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297292.9683164 Edm = 0.000189984 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297292.9681326 Edm = 6.5784e-06 NCalls = 280 -VariableMetric: After Hessian - FCN = 297292.9681326 Edm = 0.91167 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297292.9681326 Edm = 0.91167 NCalls = 759 -VariableMetric: Iteration # 92 - FCN = 297292.4044556 Edm = 0.0763578 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297292.3129422 Edm = 0.0341229 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297292.2918106 Edm = 0.0189924 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297292.271238 Edm = 0.00274402 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297292.2684183 Edm = 0.000292507 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297292.2674254 Edm = 0.000219857 NCalls = 777 -VariableMetric: Iteration # 98 - FCN = 297292.2669306 Edm = 7.23856e-05 NCalls = 779 -VariableMetric: After Hessian - FCN = 297292.2669306 Edm = 0.00011662 NCalls = 1262 -VariableMetric: Iteration # 99 - FCN = 297292.2669306 Edm = 0.00011662 NCalls = 1262 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 357952.6495228 Edm = 1341.63 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 357952.6495228 Edm = 1341.63 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310195.6580036 Edm = 16.4025 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 310186.2829821 Edm = 25.843 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 310067.3937916 Edm = 131.424 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 302099.2602621 Edm = 308.102 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 300912.7799355 Edm = 163.801 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 300714.0533401 Edm = 387.477 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298456.1796084 Edm = 741.647 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298219.2733113 Edm = 461.238 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 298076.0907866 Edm = 3.75046 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 298069.7545093 Edm = 0.1605 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298062.6066949 Edm = 7.24702 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298058.4393027 Edm = 3.01703 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 298032.4637449 Edm = 18.6563 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 298024.8761907 Edm = 17.7166 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297967.3077413 Edm = 11.621 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297945.9650229 Edm = 1.90114 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297942.8687503 Edm = 0.26272 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297942.5922936 Edm = 0.155698 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297942.281093 Edm = 0.141692 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297934.0445309 Edm = 7.01315 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297776.0158733 Edm = 326.716 NCalls = 98 -VariableMetric: Iteration # 22 - FCN = 297767.3401673 Edm = 35.1984 NCalls = 101 -VariableMetric: Iteration # 23 - FCN = 297690.8338741 Edm = 28.7626 NCalls = 104 -VariableMetric: Iteration # 24 - FCN = 297655.3848953 Edm = 6.44194 NCalls = 107 -VariableMetric: Iteration # 25 - FCN = 297650.7203449 Edm = 1.36271 NCalls = 109 -VariableMetric: Iteration # 26 - FCN = 297649.1829087 Edm = 0.156941 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297648.753782 Edm = 0.112658 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297648.1835852 Edm = 0.458434 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297620.0504715 Edm = 15.237 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 297588.853649 Edm = 13.4375 NCalls = 126 -VariableMetric: Iteration # 31 - FCN = 297567.9458652 Edm = 4.2873 NCalls = 130 -VariableMetric: Iteration # 32 - FCN = 297560.4336492 Edm = 0.286687 NCalls = 132 -VariableMetric: Iteration # 33 - FCN = 297559.9394631 Edm = 0.128453 NCalls = 134 -VariableMetric: Iteration # 34 - FCN = 297559.6724376 Edm = 0.0530397 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297559.5312321 Edm = 0.0417666 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297559.3142163 Edm = 0.0632381 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297559.0734107 Edm = 0.0868225 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297556.8158571 Edm = 1.94708 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297541.8468733 Edm = 2.56782 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297539.9406693 Edm = 0.739062 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297539.5549051 Edm = 0.0418182 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297539.4814928 Edm = 0.0225489 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297539.1300578 Edm = 0.20014 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297537.1848735 Edm = 2.30316 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297530.2226488 Edm = 5.53637 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297502.417996 Edm = 5.74535 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297497.061852 Edm = 1.91474 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297493.4543061 Edm = 1.19735 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297490.0278832 Edm = 0.52709 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297489.1353537 Edm = 0.384199 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297487.8938939 Edm = 0.802944 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297486.4176808 Edm = 0.708024 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297484.6460655 Edm = 0.58272 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297483.9357002 Edm = 0.867899 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297483.3155202 Edm = 0.232929 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297482.9466547 Edm = 0.366041 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297482.3446828 Edm = 0.270866 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297482.0090665 Edm = 0.277197 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297481.604764 Edm = 0.137516 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297481.3468489 Edm = 0.377631 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297481.002615 Edm = 0.202725 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297480.8147683 Edm = 0.333045 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297480.4996591 Edm = 0.134674 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297480.3317338 Edm = 0.214818 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297479.9531146 Edm = 0.276174 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297479.7805977 Edm = 0.35484 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297479.3136503 Edm = 0.157958 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297479.0018677 Edm = 0.629545 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297478.2527242 Edm = 0.932885 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297478.1074027 Edm = 0.548967 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297477.3678298 Edm = 0.523762 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297476.9278916 Edm = 0.245072 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297476.3159297 Edm = 0.427768 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297475.8724674 Edm = 0.932713 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297474.1789965 Edm = 2.15257 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297471.5892414 Edm = 3.1276 NCalls = 269 -VariableMetric: Iteration # 77 - FCN = 297468.363472 Edm = 6.69141 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297468.1199548 Edm = 0.771188 NCalls = 278 -VariableMetric: Iteration # 79 - FCN = 297467.4836179 Edm = 1.00391 NCalls = 281 -VariableMetric: Iteration # 80 - FCN = 297448.2429727 Edm = 15.9681 NCalls = 292 -VariableMetric: Iteration # 81 - FCN = 297447.0128397 Edm = 2.19674 NCalls = 295 -VariableMetric: Iteration # 82 - FCN = 297445.8327224 Edm = 0.169764 NCalls = 297 -VariableMetric: Iteration # 83 - FCN = 297445.6989275 Edm = 0.0785808 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297445.672371 Edm = 0.00374384 NCalls = 301 -VariableMetric: Iteration # 85 - FCN = 297445.6636338 Edm = 0.00402514 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297444.3634841 Edm = 0.936911 NCalls = 309 -VariableMetric: Iteration # 87 - FCN = 297441.1939845 Edm = 0.869549 NCalls = 312 -VariableMetric: Iteration # 88 - FCN = 297439.3961822 Edm = 1.087 NCalls = 315 -VariableMetric: Iteration # 89 - FCN = 297438.4507809 Edm = 0.417503 NCalls = 318 -VariableMetric: Iteration # 90 - FCN = 297437.573313 Edm = 0.118698 NCalls = 321 -VariableMetric: Iteration # 91 - FCN = 297437.4548446 Edm = 0.036041 NCalls = 322 -VariableMetric: Iteration # 92 - FCN = 297437.4223216 Edm = 0.0100485 NCalls = 324 -VariableMetric: Iteration # 93 - FCN = 297437.4020005 Edm = 0.00296982 NCalls = 326 -VariableMetric: Iteration # 94 - FCN = 297437.3968773 Edm = 0.000992143 NCalls = 328 -VariableMetric: Iteration # 95 - FCN = 297437.3757228 Edm = 0.0190654 NCalls = 332 -VariableMetric: Iteration # 96 - FCN = 297436.6927859 Edm = 0.575856 NCalls = 337 -VariableMetric: Iteration # 97 - FCN = 297426.3901934 Edm = 6.02061 NCalls = 340 -VariableMetric: Iteration # 98 - FCN = 297418.0553013 Edm = 1.81558 NCalls = 342 -VariableMetric: Iteration # 99 - FCN = 297414.4070973 Edm = 1.03239 NCalls = 347 -VariableMetric: Iteration # 100 - FCN = 297413.6327167 Edm = 0.111791 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297413.5618597 Edm = 0.0172985 NCalls = 351 -VariableMetric: Iteration # 102 - FCN = 297413.5495846 Edm = 0.00113756 NCalls = 353 -VariableMetric: Iteration # 103 - FCN = 297413.5451354 Edm = 0.00264485 NCalls = 355 -VariableMetric: Iteration # 104 - FCN = 297413.4316752 Edm = 0.108995 NCalls = 359 -VariableMetric: Iteration # 105 - FCN = 297406.255811 Edm = 4.00978 NCalls = 364 -VariableMetric: Iteration # 106 - FCN = 297398.2569606 Edm = 1.80611 NCalls = 366 -VariableMetric: Iteration # 107 - FCN = 297393.5662695 Edm = 5.83259 NCalls = 369 -VariableMetric: Iteration # 108 - FCN = 297388.8091343 Edm = 4.46691 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297386.0782375 Edm = 1.43834 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297385.1835393 Edm = 0.277901 NCalls = 378 -VariableMetric: Iteration # 111 - FCN = 297384.9792808 Edm = 0.0217531 NCalls = 380 -VariableMetric: Iteration # 112 - FCN = 297384.9552523 Edm = 0.0045774 NCalls = 382 -VariableMetric: Iteration # 113 - FCN = 297384.9501322 Edm = 0.00137675 NCalls = 384 -VariableMetric: Iteration # 114 - FCN = 297384.9317891 Edm = 0.0164786 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297384.3614291 Edm = 0.572183 NCalls = 391 -VariableMetric: Iteration # 116 - FCN = 297380.9865666 Edm = 2.22264 NCalls = 397 -VariableMetric: Iteration # 117 - FCN = 297375.1789063 Edm = 1.3164 NCalls = 400 -VariableMetric: Iteration # 118 - FCN = 297373.6086516 Edm = 0.559548 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297372.7506163 Edm = 0.292586 NCalls = 406 -VariableMetric: Iteration # 120 - FCN = 297372.5097935 Edm = 0.0450415 NCalls = 408 -VariableMetric: Iteration # 121 - FCN = 297372.4567672 Edm = 0.00588297 NCalls = 410 -VariableMetric: Iteration # 122 - FCN = 297372.4493662 Edm = 0.000815094 NCalls = 412 -VariableMetric: Iteration # 123 - FCN = 297372.4455976 Edm = 0.00248369 NCalls = 414 -VariableMetric: Iteration # 124 - FCN = 297372.4061701 Edm = 0.032058 NCalls = 418 -VariableMetric: Iteration # 125 - FCN = 297372.0600288 Edm = 0.258719 NCalls = 421 -VariableMetric: Iteration # 126 - FCN = 297371.3334744 Edm = 0.942679 NCalls = 423 -VariableMetric: Iteration # 127 - FCN = 297369.2023785 Edm = 0.891918 NCalls = 427 -VariableMetric: Iteration # 128 - FCN = 297367.157079 Edm = 0.332155 NCalls = 429 -VariableMetric: Iteration # 129 - FCN = 297366.2367703 Edm = 0.257296 NCalls = 433 -VariableMetric: Iteration # 130 - FCN = 297366.0923685 Edm = 0.0866561 NCalls = 435 -VariableMetric: Iteration # 131 - FCN = 297365.9883488 Edm = 0.00641388 NCalls = 437 -VariableMetric: Iteration # 132 - FCN = 297365.9814868 Edm = 0.000516493 NCalls = 439 -VariableMetric: Iteration # 133 - FCN = 297365.9809903 Edm = 0.000172044 NCalls = 440 -VariableMetric: Iteration # 134 - FCN = 297365.9806057 Edm = 0.000186027 NCalls = 442 -VariableMetric: Iteration # 135 - FCN = 297365.9801189 Edm = 0.000244201 NCalls = 444 -VariableMetric: Iteration # 136 - FCN = 297365.9791103 Edm = 0.000650735 NCalls = 446 -VariableMetric: Iteration # 137 - FCN = 297365.971973 Edm = 0.00567105 NCalls = 449 -VariableMetric: Iteration # 138 - FCN = 297365.7027732 Edm = 0.214942 NCalls = 454 -VariableMetric: Iteration # 139 - FCN = 297364.7297742 Edm = 0.047643 NCalls = 456 -VariableMetric: Iteration # 140 - FCN = 297364.6712531 Edm = 0.00723497 NCalls = 458 -VariableMetric: Iteration # 141 - FCN = 297364.6667108 Edm = 0.00184282 NCalls = 460 -VariableMetric: Iteration # 142 - FCN = 297364.664073 Edm = 0.000196924 NCalls = 462 -VariableMetric: Iteration # 143 - FCN = 297364.663795 Edm = 3.28366e-05 NCalls = 464 -VariableMetric: After Hessian - FCN = 297364.663795 Edm = 9.22875 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297364.663795 Edm = 9.22875 NCalls = 947 -VariableMetric: Iteration # 145 - FCN = 297363.6562343 Edm = 7.43241 NCalls = 949 -VariableMetric: Iteration # 146 - FCN = 297361.1657829 Edm = 1.20944 NCalls = 951 -VariableMetric: Iteration # 147 - FCN = 297360.1409944 Edm = 0.304738 NCalls = 952 -VariableMetric: Iteration # 148 - FCN = 297359.9391094 Edm = 0.0703411 NCalls = 954 -VariableMetric: Iteration # 149 - FCN = 297359.8828859 Edm = 0.0623331 NCalls = 955 -VariableMetric: Iteration # 150 - FCN = 297359.8486214 Edm = 0.0210951 NCalls = 957 -VariableMetric: Iteration # 151 - FCN = 297359.8176863 Edm = 0.0605462 NCalls = 959 -VariableMetric: Iteration # 152 - FCN = 297359.7921212 Edm = 0.0278071 NCalls = 961 -VariableMetric: Iteration # 153 - FCN = 297359.7604078 Edm = 0.017914 NCalls = 963 -VariableMetric: Iteration # 154 - FCN = 297359.7355845 Edm = 0.0115276 NCalls = 966 -VariableMetric: Iteration # 155 - FCN = 297359.72614 Edm = 0.00446627 NCalls = 968 -VariableMetric: Iteration # 156 - FCN = 297359.721894 Edm = 0.000284269 NCalls = 970 -VariableMetric: Iteration # 157 - FCN = 297359.7214144 Edm = 0.000130028 NCalls = 972 -VariableMetric: Iteration # 158 - FCN = 297359.7212929 Edm = 2.31075e-05 NCalls = 974 -VariableMetric: After Hessian - FCN = 297359.7212929 Edm = 3.08661e-05 NCalls = 1469 -VariableMetric: Iteration # 159 - FCN = 297359.7212929 Edm = 3.08661e-05 NCalls = 1469 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306239.5829679 Edm = 17.0584 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306239.5829679 Edm = 17.0584 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299147.0340825 Edm = 1.79793 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299124.9449563 Edm = 4.09249 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299032.1852877 Edm = 110.594 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298584.9749934 Edm = 11.7436 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298571.4947564 Edm = 1.23715 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298566.3927881 Edm = 2.52757 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298263.3262445 Edm = 78.6573 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298154.626915 Edm = 4.6592 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298150.2841151 Edm = 0.281932 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298149.9641368 Edm = 0.0806557 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298149.0915885 Edm = 0.894804 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298082.275939 Edm = 34.8037 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297915.075241 Edm = 24.9002 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297892.5121799 Edm = 2.46104 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297889.6783454 Edm = 0.168763 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297889.4768941 Edm = 0.0372313 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297887.9382103 Edm = 1.54263 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297838.2411057 Edm = 17.5559 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297754.42081 Edm = 59.1091 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297674.2708106 Edm = 15.4131 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297649.941885 Edm = 8.11496 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297635.0513785 Edm = 5.12899 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297630.0395702 Edm = 0.828169 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297629.0989717 Edm = 0.0928086 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297628.9810474 Edm = 0.0172376 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297628.7818525 Edm = 0.174278 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297589.4703763 Edm = 22.3555 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297534.7622866 Edm = 28.4493 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297525.4537016 Edm = 7.84581 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297513.8011881 Edm = 3.4422 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297507.5696591 Edm = 2.66231 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297504.8920453 Edm = 1.95898 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297499.6683339 Edm = 1.30923 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297497.8018777 Edm = 0.149537 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297497.6561062 Edm = 0.0373097 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297497.6130761 Edm = 0.0335815 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297497.5697641 Edm = 0.0279469 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297497.1847538 Edm = 0.414597 NCalls = 118 -VariableMetric: Iteration # 39 - FCN = 297496.2606532 Edm = 0.829879 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297415.8674737 Edm = 92.2856 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297393.1660283 Edm = 21.8917 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297379.8688029 Edm = 3.63071 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297370.4607706 Edm = 2.68919 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297367.8761427 Edm = 2.89146 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297365.0424282 Edm = 1.61201 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297363.2058505 Edm = 1.6753 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297361.4118393 Edm = 0.499313 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297360.7126849 Edm = 0.105281 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297360.6091621 Edm = 0.0206394 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297360.5947199 Edm = 0.00282391 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297360.5820199 Edm = 0.01005 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297359.5084671 Edm = 1.01041 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297340.0553802 Edm = 3.81795 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297336.3042067 Edm = 2.35261 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297334.729197 Edm = 0.445305 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297334.1466215 Edm = 0.112238 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297334.0094778 Edm = 0.0572449 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297333.943765 Edm = 0.00900337 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297333.9252228 Edm = 0.0160915 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297333.8533251 Edm = 0.0709897 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297331.6111408 Edm = 2.48458 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297331.5963784 Edm = 0.0194513 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297331.5166581 Edm = 0.10135 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297330.6077132 Edm = 0.737894 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297317.9202768 Edm = 13.0827 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297315.0344133 Edm = 6.71569 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297306.7273688 Edm = 8.23434 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297295.5983024 Edm = 2.3262 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297293.9551825 Edm = 0.351068 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297293.4859913 Edm = 0.190609 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297293.2798394 Edm = 0.0499202 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297293.2129305 Edm = 0.0118374 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297293.2017161 Edm = 0.00133611 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297293.1995927 Edm = 0.00197068 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297293.1825362 Edm = 0.0166616 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297293.072706 Edm = 0.0954401 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297288.1465547 Edm = 4.08754 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297278.202176 Edm = 3.40472 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297276.9524692 Edm = 0.761993 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297275.3415841 Edm = 0.341238 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297274.9330568 Edm = 0.0544784 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297274.8544087 Edm = 0.009504 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297274.8419061 Edm = 0.00164006 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297274.8381267 Edm = 0.00280453 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297274.7060553 Edm = 0.0987289 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297273.2412343 Edm = 0.960216 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297269.3407412 Edm = 1.22284 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297268.5937702 Edm = 0.487852 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297268.0965604 Edm = 0.101578 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297267.9655925 Edm = 0.0376559 NCalls = 279 -VariableMetric: Iteration # 91 - FCN = 297267.9153658 Edm = 0.0140395 NCalls = 281 -VariableMetric: Iteration # 92 - FCN = 297267.8838731 Edm = 0.00884004 NCalls = 283 -VariableMetric: Iteration # 93 - FCN = 297267.8655727 Edm = 0.00367682 NCalls = 285 -VariableMetric: Iteration # 94 - FCN = 297267.8630679 Edm = 0.000172507 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297267.8625453 Edm = 0.000360607 NCalls = 289 -VariableMetric: Iteration # 96 - FCN = 297267.692267 Edm = 0.0480824 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297266.7705757 Edm = 0.455483 NCalls = 298 -VariableMetric: Iteration # 98 - FCN = 297264.985176 Edm = 0.0656459 NCalls = 301 -VariableMetric: Iteration # 99 - FCN = 297264.9274766 Edm = 0.00864012 NCalls = 303 -VariableMetric: Iteration # 100 - FCN = 297264.9200318 Edm = 0.000388616 NCalls = 305 -VariableMetric: Iteration # 101 - FCN = 297264.9195899 Edm = 7.24617e-05 NCalls = 307 -VariableMetric: After Hessian - FCN = 297264.9195899 Edm = 99.2281 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297264.9195899 Edm = 99.2281 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297264.6919026 Edm = 392.321 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297262.3637124 Edm = 2.81178 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297262.0282225 Edm = 6792.06 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297261.94945 Edm = 1616.77 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297261.9035252 Edm = 1511.85 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297261.8439754 Edm = 507.586 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297261.6621422 Edm = 905.112 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297261.0219574 Edm = 189.018 NCalls = 820 -VariableMetric: Iteration # 111 - FCN = 297260.5655392 Edm = 147.091 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297259.9493219 Edm = 228.193 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297259.5098269 Edm = 136.49 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297258.5394285 Edm = 59.426 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297258.2942193 Edm = 44.5644 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297258.1446476 Edm = 25.8134 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297257.8941974 Edm = 59.5849 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297257.775911 Edm = 72.1613 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297257.6977034 Edm = 17.9859 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297257.5770919 Edm = 3.34904 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297257.4004405 Edm = 2.5471 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297257.1980175 Edm = 4.44594 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297256.3648045 Edm = 5.20186 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297256.0948818 Edm = 0.613944 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297255.965094 Edm = 0.739633 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297255.8730297 Edm = 0.685422 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297255.7069318 Edm = 1.39017 NCalls = 860 -VariableMetric: Iteration # 128 - FCN = 297255.6404219 Edm = 0.0423403 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297255.6027116 Edm = 0.00697787 NCalls = 864 -VariableMetric: Iteration # 130 - FCN = 297255.6003371 Edm = 0.00589437 NCalls = 866 -VariableMetric: Iteration # 131 - FCN = 297255.5978332 Edm = 0.000819187 NCalls = 868 -VariableMetric: Iteration # 132 - FCN = 297255.5971365 Edm = 0.000282634 NCalls = 870 -VariableMetric: Iteration # 133 - FCN = 297255.5970723 Edm = 4.23801e-05 NCalls = 872 -VariableMetric: After Hessian - FCN = 297255.5970723 Edm = 3.68339e-05 NCalls = 1353 -VariableMetric: Iteration # 134 - FCN = 297255.5970723 Edm = 3.68339e-05 NCalls = 1353 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 358591.5563625 Edm = 388.094 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 358591.5563625 Edm = 388.094 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316141.4010871 Edm = 311.951 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 315884.4073484 Edm = 522.269 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 315751.0612068 Edm = 72.5458 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298203.7439929 Edm = 7.12077 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298100.8875285 Edm = 8.38409 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298093.580361 Edm = 3.48666 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297803.1594785 Edm = 1.65891 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297799.8751369 Edm = 0.538121 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297797.8069726 Edm = 1.43851 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297730.7745036 Edm = 1.02402 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297729.527604 Edm = 0.114257 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297725.3922425 Edm = 3.93292 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297548.4205807 Edm = 64.1916 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297463.168827 Edm = 4.9212 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297459.5586702 Edm = 1.05967 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297458.8258816 Edm = 0.0104685 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297458.5983244 Edm = 0.210378 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297443.155176 Edm = 9.00963 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297401.9291375 Edm = 2.50566 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297398.3545412 Edm = 0.565936 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297397.3348191 Edm = 0.202487 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297397.088265 Edm = 0.0266472 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297397.0453811 Edm = 0.0289606 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297396.7886691 Edm = 0.223746 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297381.8682656 Edm = 5.44034 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297368.4940842 Edm = 1.07612 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297366.7592712 Edm = 0.542264 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297366.3382707 Edm = 0.108852 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297365.9424529 Edm = 0.0585822 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297365.861416 Edm = 0.0149532 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297365.8136052 Edm = 0.0727653 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297365.1680757 Edm = 0.607307 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297350.4355043 Edm = 13.082 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297337.3694725 Edm = 4.49122 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297332.7223273 Edm = 5.58587 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297330.0825645 Edm = 0.64181 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297328.8749231 Edm = 0.76625 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297328.1932992 Edm = 0.554602 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297326.9632293 Edm = 0.177153 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297326.7373287 Edm = 0.113455 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297326.6584876 Edm = 0.0202415 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297326.634685 Edm = 0.00312264 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297326.6246549 Edm = 0.00642122 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297326.3404928 Edm = 0.246462 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297316.2651835 Edm = 5.64753 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297310.0937371 Edm = 0.284874 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297309.8388022 Edm = 0.303474 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297309.4679094 Edm = 0.14819 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297309.2935502 Edm = 0.21895 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297308.765385 Edm = 0.0867959 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297308.6914974 Edm = 0.072212 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297308.6395794 Edm = 0.00521267 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297308.6305821 Edm = 0.00101388 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297308.625781 Edm = 0.0044394 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297308.5479273 Edm = 0.0934025 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297308.5435946 Edm = 0.00351475 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297308.3370959 Edm = 0.219923 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297307.8576833 Edm = 0.46115 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297292.8362825 Edm = 1.99025 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297291.6759865 Edm = 4.74162 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297289.5574282 Edm = 0.321674 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297289.0912759 Edm = 0.276983 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297288.8020203 Edm = 0.170756 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297288.3493896 Edm = 0.0199701 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297288.3279066 Edm = 0.00760515 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297288.3194369 Edm = 0.00139322 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297288.3169479 Edm = 0.000518558 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297288.3141856 Edm = 0.00153467 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297288.2667568 Edm = 0.0409928 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297285.0131783 Edm = 2.15719 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297280.6251287 Edm = 1.07102 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297279.6673998 Edm = 0.113048 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297279.5707948 Edm = 0.00932831 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297279.5629213 Edm = 0.000602948 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297279.5619735 Edm = 0.000444915 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297279.5564645 Edm = 0.00457176 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297279.440685 Edm = 0.0932646 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297276.9819171 Edm = 1.57711 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297274.1625727 Edm = 1.6055 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297272.7585267 Edm = 0.247403 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297272.5293366 Edm = 0.0375705 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297272.5066926 Edm = 0.00378331 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297272.5021036 Edm = 0.000309023 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297272.5014703 Edm = 0.000203831 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297272.5007206 Edm = 0.000477215 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297272.478338 Edm = 0.0192265 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297271.2937932 Edm = 0.876219 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297269.5102195 Edm = 0.785851 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297268.8783387 Edm = 0.247017 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297268.5279707 Edm = 0.163477 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297268.308224 Edm = 0.0403648 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297268.2756612 Edm = 0.0101543 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297268.2658052 Edm = 0.000916347 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297268.2647549 Edm = 9.31893e-05 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297268.2644842 Edm = 0.000191633 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297268.2613074 Edm = 0.00273073 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297268.1970661 Edm = 0.0521643 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297266.9431765 Edm = 1.64396 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297266.7280235 Edm = 0.564373 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297265.9777999 Edm = 0.733181 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297265.0968723 Edm = 0.523385 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297263.3817358 Edm = 0.331531 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297262.7941635 Edm = 0.556658 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297262.5902879 Edm = 0.143332 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297262.4247549 Edm = 0.00646961 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297262.4198045 Edm = 0.000627238 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297262.4193271 Edm = 8.29058e-05 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297262.4191839 Edm = 9.78965e-05 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297262.4163552 Edm = 0.00291638 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297262.354076 Edm = 0.0193839 NCalls = 352 -VariableMetric: Iteration # 111 - FCN = 297262.0100354 Edm = 0.136934 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297261.6374383 Edm = 0.0189666 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297261.5809316 Edm = 0.0256088 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297261.3794119 Edm = 0.0372986 NCalls = 369 -VariableMetric: Iteration # 115 - FCN = 297261.3652046 Edm = 0.0414907 NCalls = 371 -VariableMetric: Iteration # 116 - FCN = 297261.3419291 Edm = 0.00124975 NCalls = 373 -VariableMetric: Iteration # 117 - FCN = 297261.3407551 Edm = 0.000135426 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297261.3405981 Edm = 7.22981e-05 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297261.3403082 Edm = 0.000233262 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297261.3344587 Edm = 0.00559107 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297260.9137902 Edm = 0.347807 NCalls = 389 -VariableMetric: Iteration # 122 - FCN = 297260.4192928 Edm = 0.249315 NCalls = 391 -VariableMetric: Iteration # 123 - FCN = 297260.2218655 Edm = 0.016595 NCalls = 394 -VariableMetric: Iteration # 124 - FCN = 297260.2085505 Edm = 0.00019667 NCalls = 396 -VariableMetric: Iteration # 125 - FCN = 297260.2083556 Edm = 2.12193e-05 NCalls = 397 -VariableMetric: After Hessian - FCN = 297260.2083556 Edm = 1.16252 NCalls = 872 -VariableMetric: Iteration # 126 - FCN = 297260.2083556 Edm = 1.16252 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297259.1427351 Edm = 0.0722094 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297259.0942351 Edm = 0.00249737 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297259.0907798 Edm = 0.000305061 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297259.0900353 Edm = 0.000221331 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297259.0896601 Edm = 2.66737e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297259.0896601 Edm = 3.01313e-05 NCalls = 1371 -VariableMetric: Iteration # 132 - FCN = 297259.0896601 Edm = 3.01313e-05 NCalls = 1371 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316426.4318453 Edm = 22.347 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316426.4318453 Edm = 22.347 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302494.7753409 Edm = 32463.9 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301641.6027619 Edm = 347.5 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 298798.1246762 Edm = 43.6555 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298576.584435 Edm = 39.5867 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298341.5623485 Edm = 110.307 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298180.5667841 Edm = 4.66679 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298176.3461857 Edm = 0.15583 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298176.0485073 Edm = 0.220299 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298165.0581059 Edm = 0.664291 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298163.9855647 Edm = 0.488421 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298103.6605555 Edm = 49.6901 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297808.1907489 Edm = 28.4087 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297777.8617259 Edm = 1.67309 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297776.4712698 Edm = 0.165429 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297775.981236 Edm = 0.287151 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297761.3933819 Edm = 13.9241 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297632.3843758 Edm = 7.66402 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297626.4806372 Edm = 0.834632 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297625.9704799 Edm = 0.0670987 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297625.8187717 Edm = 0.0770863 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297602.878751 Edm = 19.7244 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297461.7921085 Edm = 16.6281 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297418.8548894 Edm = 7.23772 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297408.0970849 Edm = 3.00317 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297405.0385201 Edm = 0.788612 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297403.7864419 Edm = 0.0887227 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297403.683951 Edm = 0.0138244 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297403.653676 Edm = 0.00953011 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297403.480215 Edm = 0.123884 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297398.6912832 Edm = 2.94132 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297384.9661462 Edm = 1.32611 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297383.5739686 Edm = 0.142113 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297383.4028659 Edm = 0.0125466 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297383.3873134 Edm = 0.00385493 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297383.3799115 Edm = 0.00804596 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297383.3056577 Edm = 0.0618581 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297380.9918634 Edm = 1.34241 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297376.4668748 Edm = 1.34145 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297375.8093236 Edm = 0.190305 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297375.5486426 Edm = 0.0253523 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297375.5118145 Edm = 0.00229511 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297375.5044668 Edm = 0.00524216 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297375.2382929 Edm = 0.322103 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297374.9617668 Edm = 0.265812 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297360.8654313 Edm = 3.48407 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297357.9235625 Edm = 1.22873 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297350.8865347 Edm = 0.727325 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297350.4265996 Edm = 1.08279 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297349.9809622 Edm = 0.162437 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297349.8667984 Edm = 0.028629 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297349.8353444 Edm = 0.00191198 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297349.8320756 Edm = 0.00100986 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297349.8189961 Edm = 0.0104622 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297349.7213296 Edm = 0.0562108 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297347.3236941 Edm = 2.18088 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297342.2127535 Edm = 3.12009 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297339.0289064 Edm = 1.73279 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297336.3829788 Edm = 2.43102 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297335.3326435 Edm = 1.49191 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297333.7229308 Edm = 0.17069 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297333.4992622 Edm = 0.011254 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297333.4859184 Edm = 0.00311128 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297333.4808453 Edm = 0.00552393 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297333.4643727 Edm = 0.0127504 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297333.4191735 Edm = 0.0345983 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297333.2031879 Edm = 0.202945 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297329.9231461 Edm = 2.00157 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297325.3234979 Edm = 2.34922 NCalls = 211 -VariableMetric: Iteration # 69 - FCN = 297323.8555125 Edm = 0.82551 NCalls = 213 -VariableMetric: Iteration # 70 - FCN = 297322.9372485 Edm = 0.164857 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297322.7816274 Edm = 0.0231658 NCalls = 216 -VariableMetric: Iteration # 72 - FCN = 297322.7670775 Edm = 0.00394452 NCalls = 218 -VariableMetric: Iteration # 73 - FCN = 297322.7640392 Edm = 0.000341024 NCalls = 220 -VariableMetric: Iteration # 74 - FCN = 297322.7633942 Edm = 0.000208281 NCalls = 222 -VariableMetric: Iteration # 75 - FCN = 297322.7628409 Edm = 0.000260933 NCalls = 224 -VariableMetric: Iteration # 76 - FCN = 297322.7612396 Edm = 0.00137896 NCalls = 227 -VariableMetric: Iteration # 77 - FCN = 297322.6249582 Edm = 0.144552 NCalls = 234 -VariableMetric: Iteration # 78 - FCN = 297322.6144629 Edm = 0.00956403 NCalls = 238 -VariableMetric: Iteration # 79 - FCN = 297322.6117158 Edm = 0.00247732 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297321.5986787 Edm = 0.667868 NCalls = 247 -VariableMetric: Iteration # 81 - FCN = 297319.7766665 Edm = 0.123498 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297319.6449169 Edm = 0.00628582 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297319.6397018 Edm = 0.000164942 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297319.6394037 Edm = 0.000122228 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297319.6363069 Edm = 0.0028748 NCalls = 260 -VariableMetric: Iteration # 86 - FCN = 297318.3055093 Edm = 1.75341 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297318.2899523 Edm = 0.0136329 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297318.0447055 Edm = 0.332737 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297317.5515361 Edm = 0.490854 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297317.4647832 Edm = 0.0787251 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297310.5245826 Edm = 1.81611 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297309.2063974 Edm = 1.29022 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297308.6898889 Edm = 0.201926 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297308.2355804 Edm = 0.134877 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297307.9496613 Edm = 0.10132 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297307.8091321 Edm = 0.0498988 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297307.7680317 Edm = 0.0108504 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297307.7600194 Edm = 0.000446566 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297307.7595004 Edm = 0.000149907 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297307.7559332 Edm = 0.00372815 NCalls = 313 -VariableMetric: Iteration # 101 - FCN = 297307.6400806 Edm = 0.0826028 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297306.7350674 Edm = 0.381322 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297306.2143159 Edm = 0.0839674 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297306.1465858 Edm = 0.00725579 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297306.1390943 Edm = 0.000701852 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297306.1384046 Edm = 2.66974e-05 NCalls = 330 -VariableMetric: After Hessian - FCN = 297306.1384046 Edm = 1.40756 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297306.1384046 Edm = 1.40756 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297305.9871045 Edm = 2.17267 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297304.852463 Edm = 0.358569 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297304.3105822 Edm = 346.824 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297304.3101018 Edm = 16.0593 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297304.3100155 Edm = 62.3992 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297304.3077646 Edm = 10.8349 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297304.2957499 Edm = 9.28419 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297304.2642723 Edm = 13.0837 NCalls = 830 -VariableMetric: Iteration # 116 - FCN = 297304.2413908 Edm = 12.9775 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297304.2299064 Edm = 6.84676 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297304.1962914 Edm = 3.39907 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297304.1710228 Edm = 28.4421 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297304.0850001 Edm = 3.43619 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297303.9865038 Edm = 0.951811 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297303.9445215 Edm = 4.04454 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297303.8939053 Edm = 0.422319 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297303.6329284 Edm = 4.34103 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297303.5385973 Edm = 6.0259 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297303.4145011 Edm = 1.28664 NCalls = 855 -VariableMetric: Iteration # 127 - FCN = 297303.2576547 Edm = 0.412449 NCalls = 857 -VariableMetric: Iteration # 128 - FCN = 297303.144057 Edm = 0.689456 NCalls = 859 -VariableMetric: Iteration # 129 - FCN = 297302.9709679 Edm = 0.495089 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297302.9065985 Edm = 0.79182 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297301.7611063 Edm = 1.93895 NCalls = 867 -VariableMetric: Iteration # 132 - FCN = 297301.4454594 Edm = 4.32252 NCalls = 870 -VariableMetric: Iteration # 133 - FCN = 297300.5652294 Edm = 7.99142 NCalls = 874 -VariableMetric: Iteration # 134 - FCN = 297299.4523301 Edm = 6.17685 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297299.0453886 Edm = 0.921211 NCalls = 881 -VariableMetric: Iteration # 136 - FCN = 297298.5951257 Edm = 1.71743 NCalls = 883 -VariableMetric: Iteration # 137 - FCN = 297298.0836341 Edm = 0.222828 NCalls = 885 -VariableMetric: Iteration # 138 - FCN = 297297.9716806 Edm = 0.240307 NCalls = 887 -VariableMetric: Iteration # 139 - FCN = 297297.8159106 Edm = 0.106449 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297297.6603604 Edm = 0.146313 NCalls = 891 -VariableMetric: Iteration # 141 - FCN = 297297.6060244 Edm = 0.0543762 NCalls = 893 -VariableMetric: Iteration # 142 - FCN = 297297.5579732 Edm = 0.0159083 NCalls = 895 -VariableMetric: Iteration # 143 - FCN = 297297.542472 Edm = 0.00329826 NCalls = 896 -VariableMetric: Iteration # 144 - FCN = 297297.5386803 Edm = 0.000290857 NCalls = 898 -VariableMetric: Iteration # 145 - FCN = 297297.5383214 Edm = 4.05838e-05 NCalls = 900 -VariableMetric: After Hessian - FCN = 297297.5383214 Edm = 6.86137e-05 NCalls = 1379 -VariableMetric: Iteration # 146 - FCN = 297297.5383214 Edm = 6.86137e-05 NCalls = 1379 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316517.3719603 Edm = 26.3468 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316517.3719603 Edm = 26.3468 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312909.0640703 Edm = 241.799 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301832.8515908 Edm = 644.957 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301671.6443457 Edm = 1438.62 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301570.5598126 Edm = 835.437 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 301455.2176437 Edm = 197.56 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301369.0758968 Edm = 14.2493 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 301358.723902 Edm = 2.56279 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 301349.8623319 Edm = 8.79606 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 300903.6042059 Edm = 132.876 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 300216.2081094 Edm = 119.488 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297985.5175395 Edm = 494.969 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297900.1147518 Edm = 818.015 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297568.8119889 Edm = 17.8383 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297551.557342 Edm = 3.44191 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297547.7147288 Edm = 0.347756 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297547.2221461 Edm = 0.0431726 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297543.9134454 Edm = 3.79026 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297541.7084859 Edm = 2.10891 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297465.1990914 Edm = 50.9687 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297430.759303 Edm = 15.1878 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297409.7034631 Edm = 15.8946 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297367.8646257 Edm = 10.117 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297355.4616546 Edm = 7.54933 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297345.6358632 Edm = 3.22677 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297343.7366395 Edm = 4.49396 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297337.8069364 Edm = 8.78825 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297320.9673631 Edm = 13.8691 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297302.0733587 Edm = 8.87456 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297297.3499659 Edm = 1.81271 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297296.1292379 Edm = 0.0709403 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297295.8121772 Edm = 0.266418 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297289.6267533 Edm = 5.87637 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297221.6929806 Edm = 16.7395 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297201.7430266 Edm = 5.4802 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297199.37652 Edm = 0.36606 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297198.5132416 Edm = 0.177576 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297197.8678617 Edm = 0.116059 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297197.6857419 Edm = 0.0337642 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297197.6279835 Edm = 0.0309343 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297197.5856858 Edm = 0.0285901 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297197.4334082 Edm = 0.134267 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297195.2773556 Edm = 3.04213 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297192.789169 Edm = 1.8596 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297191.5442604 Edm = 10.7459 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297189.4128423 Edm = 2.76716 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297176.3333187 Edm = 10.6369 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297142.097734 Edm = 12.2165 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297135.8848527 Edm = 2.87077 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297131.8434275 Edm = 2.6096 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297129.98256 Edm = 2.26551 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297127.1894961 Edm = 0.291587 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297126.6850311 Edm = 0.115244 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297126.5861174 Edm = 0.032577 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297126.5539716 Edm = 0.00919235 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297126.5345217 Edm = 0.0120403 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297123.9756787 Edm = 1.79569 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297103.4918223 Edm = 5.59772 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297097.4846252 Edm = 1.10607 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297096.2772489 Edm = 0.200071 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297096.0726625 Edm = 0.102518 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297095.9632517 Edm = 0.0191129 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297095.9346711 Edm = 0.00364327 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297095.9100799 Edm = 0.00928836 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297095.8613609 Edm = 0.0165949 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297095.0669905 Edm = 0.705256 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297087.6143299 Edm = 4.58649 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297081.3209979 Edm = 2.47027 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297079.0907491 Edm = 0.686435 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297078.4382831 Edm = 0.466759 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297077.9195513 Edm = 0.180056 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297077.6183179 Edm = 0.094481 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297077.550104 Edm = 0.0166861 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297077.5341334 Edm = 0.0016881 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297077.5315188 Edm = 0.000647969 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297077.5285448 Edm = 0.0021297 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297077.4816588 Edm = 0.0458469 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297077.3633918 Edm = 0.119306 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297077.3069284 Edm = 0.0453842 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297076.2689455 Edm = 0.989717 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297074.1095963 Edm = 1.14588 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297073.2595302 Edm = 3.84112 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297072.0099301 Edm = 0.323753 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297071.6251977 Edm = 0.0961877 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297071.5311248 Edm = 0.0188225 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297071.5102023 Edm = 0.00362136 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297071.5058871 Edm = 0.000807417 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297071.5023458 Edm = 0.00247664 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297071.4514133 Edm = 0.0373394 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297071.0355933 Edm = 0.350802 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297062.8424928 Edm = 1.35729 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297061.3053941 Edm = 0.204474 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297061.0812742 Edm = 0.0414088 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297061.0396323 Edm = 0.00664507 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297061.0299987 Edm = 0.00110851 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297061.0279716 Edm = 0.000703204 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297061.0180895 Edm = 0.00680493 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297060.9488484 Edm = 0.0571799 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297059.7940203 Edm = 0.720503 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297057.5962662 Edm = 0.443928 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297057.267064 Edm = 0.429507 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297057.015439 Edm = 0.0379272 NCalls = 314 -VariableMetric: Iteration # 102 - FCN = 297056.9155046 Edm = 0.0186915 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297056.8921794 Edm = 0.000840873 NCalls = 318 -VariableMetric: Iteration # 104 - FCN = 297056.8911067 Edm = 0.000225803 NCalls = 320 -VariableMetric: Iteration # 105 - FCN = 297056.8885667 Edm = 0.00211357 NCalls = 323 -VariableMetric: Iteration # 106 - FCN = 297056.8105178 Edm = 0.0587809 NCalls = 327 -VariableMetric: Iteration # 107 - FCN = 297056.0170255 Edm = 1.15914 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297055.0416462 Edm = 0.766247 NCalls = 339 -VariableMetric: Iteration # 109 - FCN = 297051.8760305 Edm = 0.997506 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297051.3895416 Edm = 0.101371 NCalls = 344 -VariableMetric: Iteration # 111 - FCN = 297051.2965194 Edm = 0.0126386 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297051.2865782 Edm = 0.00154668 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297051.2843763 Edm = 0.00107351 NCalls = 350 -VariableMetric: Iteration # 114 - FCN = 297051.2794054 Edm = 0.00520001 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297051.1496423 Edm = 0.130682 NCalls = 359 -VariableMetric: Iteration # 116 - FCN = 297050.4698038 Edm = 0.44412 NCalls = 366 -VariableMetric: Iteration # 117 - FCN = 297050.4177722 Edm = 0.000953014 NCalls = 367 -VariableMetric: Iteration # 118 - FCN = 297050.416123 Edm = 0.00134779 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297050.3882769 Edm = 0.026105 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297047.9757654 Edm = 2.48233 NCalls = 379 -VariableMetric: Iteration # 121 - FCN = 297037.2027127 Edm = 6.14024 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297031.0727572 Edm = 2.57504 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297028.9591164 Edm = 0.979535 NCalls = 390 -VariableMetric: Iteration # 124 - FCN = 297028.0612899 Edm = 0.632008 NCalls = 393 -VariableMetric: Iteration # 125 - FCN = 297027.4913646 Edm = 0.115478 NCalls = 395 -VariableMetric: Iteration # 126 - FCN = 297027.3244755 Edm = 0.050234 NCalls = 397 -VariableMetric: Iteration # 127 - FCN = 297027.2847271 Edm = 0.0121448 NCalls = 399 -VariableMetric: Iteration # 128 - FCN = 297027.2727584 Edm = 0.00225322 NCalls = 401 -VariableMetric: Iteration # 129 - FCN = 297027.2702351 Edm = 0.000754259 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297027.2676495 Edm = 0.00238769 NCalls = 405 -VariableMetric: Iteration # 131 - FCN = 297027.2507963 Edm = 0.0242051 NCalls = 409 -VariableMetric: Iteration # 132 - FCN = 297026.9966277 Edm = 0.255572 NCalls = 416 -VariableMetric: Iteration # 133 - FCN = 297026.8776526 Edm = 0.115673 NCalls = 422 -VariableMetric: Iteration # 134 - FCN = 297022.9302713 Edm = 1.61915 NCalls = 427 -VariableMetric: Iteration # 135 - FCN = 297021.4636702 Edm = 0.300274 NCalls = 429 -VariableMetric: Iteration # 136 - FCN = 297021.2229748 Edm = 0.0331708 NCalls = 431 -VariableMetric: Iteration # 137 - FCN = 297021.2018194 Edm = 0.00258187 NCalls = 433 -VariableMetric: Iteration # 138 - FCN = 297021.1995582 Edm = 0.000115002 NCalls = 435 -VariableMetric: Iteration # 139 - FCN = 297021.1993029 Edm = 9.47014e-05 NCalls = 437 -VariableMetric: Iteration # 140 - FCN = 297021.1987775 Edm = 0.00034123 NCalls = 440 -VariableMetric: Iteration # 141 - FCN = 297021.1949176 Edm = 0.00322214 NCalls = 443 -VariableMetric: Iteration # 142 - FCN = 297021.139154 Edm = 0.0384602 NCalls = 447 -VariableMetric: Iteration # 143 - FCN = 297020.5802813 Edm = 0.179686 NCalls = 450 -VariableMetric: Iteration # 144 - FCN = 297020.2935414 Edm = 0.0147918 NCalls = 452 -VariableMetric: Iteration # 145 - FCN = 297020.2818306 Edm = 0.00157048 NCalls = 454 -VariableMetric: Iteration # 146 - FCN = 297020.2800249 Edm = 0.000181517 NCalls = 456 -VariableMetric: Iteration # 147 - FCN = 297020.2797769 Edm = 4.35857e-05 NCalls = 458 -VariableMetric: After Hessian - FCN = 297020.2797769 Edm = 5.083 NCalls = 937 -VariableMetric: Iteration # 148 - FCN = 297020.2797769 Edm = 5.083 NCalls = 937 -VariableMetric: Iteration # 149 - FCN = 297017.0904554 Edm = 1.15673 NCalls = 939 -VariableMetric: Iteration # 150 - FCN = 297016.3313447 Edm = 0.170903 NCalls = 941 -VariableMetric: Iteration # 151 - FCN = 297016.1143929 Edm = 0.0519531 NCalls = 943 -VariableMetric: Iteration # 152 - FCN = 297016.0543145 Edm = 0.0140751 NCalls = 945 -VariableMetric: Iteration # 153 - FCN = 297016.0397612 Edm = 0.00190329 NCalls = 947 -VariableMetric: Iteration # 154 - FCN = 297016.0374097 Edm = 0.00015816 NCalls = 949 -VariableMetric: Iteration # 155 - FCN = 297016.0372097 Edm = 4.94744e-05 NCalls = 951 -VariableMetric: After Hessian - FCN = 297016.0372097 Edm = 0.000122007 NCalls = 1434 -VariableMetric: Iteration # 156 - FCN = 297016.0372097 Edm = 0.000122007 NCalls = 1434 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1360 (1360 total) | -| EDM = 0.00213 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297186.57791725325 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -1.014 | 0.020 | | | -2 | 2 | | -| 2 | bplus_0 | 0.516 | 0.010 | | | -2 | 2 | | -| 3 | p4160_p | 4.26 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.598 | 0.023 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.04 | 0.20 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 6.24 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.1 | 0.7 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 0.14 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.23 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.53 | 0.27 | | |0.918861 | 4.08114 | | -| 12| phi_p | 5.76 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.797 | 0.030 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.126 | 0.014 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.30 | 0.31 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.92 | 0.22 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.69 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.07 | 0.14 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.77 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.81 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.666 0.665 -0.370 -0.422 -0.680 0.171 0.020 -0.023 -0.029 0.646 -0.663 -0.035 0.296 0.684 -0.466 -0.019 0.734 -0.056 0.113 -0.051 -0.441 -0.438 -0.515 | -| bplus_1 | 0.666 1.000 0.762 -0.540 -0.517 -0.835 0.312 0.023 -0.035 -0.030 0.759 -0.710 -0.036 0.378 0.817 -0.567 -0.027 0.911 -0.065 0.137 -0.030 -0.534 -0.534 -0.695 | -| bplus_0 | 0.665 0.762 1.000 -0.535 -0.512 -0.829 0.312 0.023 -0.036 -0.031 0.756 -0.704 -0.034 0.378 0.813 -0.563 -0.027 0.906 -0.069 0.156 -0.028 -0.530 -0.529 -0.690 | -| p4160_p | -0.370 -0.540 -0.535 1.000 0.357 0.437 -0.280 -0.022 0.015 0.021 -0.463 0.429 0.026 -0.301 -0.501 0.333 0.020 -0.559 0.042 -0.091 0.038 0.166 0.308 0.436 | -| jpsi_p | -0.422 -0.517 -0.512 0.357 1.000 0.472 -0.313 -0.016 -0.002 0.022 -0.510 0.492 0.026 -0.282 -0.475 0.419 0.017 -0.580 0.037 -0.096 0.055 0.366 0.344 0.445 | -| Ctt | -0.680 -0.835 -0.829 0.437 0.472 1.000 -0.358 -0.027 0.029 0.032 -0.720 0.700 0.038 -0.423 -0.858 0.621 0.024 -0.913 0.065 -0.138 0.050 0.601 0.585 0.633 | -| Dbar_p | 0.171 0.312 0.312 -0.280 -0.313 -0.358 1.000 0.009 -0.012 -0.015 0.327 -0.347 -0.019 0.130 0.352 -0.289 -0.011 0.365 -0.028 0.055 -0.024 -0.202 -0.198 -0.333 | -| p4415_p | 0.020 0.023 0.023 -0.022 -0.016 -0.027 0.009 1.000 -0.001 -0.001 0.024 -0.022 -0.001 0.011 0.023 -0.017 -0.010 0.027 -0.002 0.004 -0.002 -0.017 -0.020 -0.024 | -| phi_s | -0.023 -0.035 -0.036 0.015 -0.002 0.029 -0.012 -0.001 1.000 0.009 -0.058 0.017 0.305 -0.015 -0.028 0.015 0.001 -0.030 0.023 0.001 0.062 0.011 0.010 0.019 | -| omega_p | -0.029 -0.030 -0.031 0.021 0.022 0.032 -0.015 -0.001 0.009 1.000 -0.022 0.030 0.003 -0.016 -0.033 0.024 0.001 -0.037 0.452 0.069 -0.019 0.024 0.024 0.028 | -| bplus_2 | 0.646 0.759 0.756 -0.463 -0.510 -0.720 0.327 0.024 -0.058 -0.022 1.000 -0.677 -0.026 0.392 0.806 -0.556 -0.022 0.871 -0.059 0.114 0.027 -0.519 -0.499 -0.637 | -| p3770_s | -0.663 -0.710 -0.704 0.429 0.492 0.700 -0.347 -0.022 0.017 0.030 -0.677 1.000 0.037 -0.372 -0.718 0.390 0.022 -0.788 0.057 -0.125 0.057 0.515 0.485 0.562 | -| phi_p | -0.035 -0.036 -0.034 0.026 0.026 0.038 -0.019 -0.001 0.305 0.003 -0.026 0.037 1.000 -0.020 -0.040 0.029 0.001 -0.045 -0.016 -0.006 0.053 0.030 0.030 0.034 | -| DDstar_s | 0.296 0.378 0.378 -0.301 -0.282 -0.423 0.130 0.011 -0.015 -0.016 0.392 -0.372 -0.020 1.000 0.419 -0.294 -0.014 0.452 -0.032 0.064 -0.024 -0.258 -0.257 -0.367 | -| DDstar_p | 0.684 0.817 0.813 -0.501 -0.475 -0.858 0.352 0.023 -0.028 -0.033 0.806 -0.718 -0.040 0.419 1.000 -0.548 -0.025 0.939 -0.066 0.138 -0.055 -0.529 -0.539 -0.686 | -| psi2s_p | -0.466 -0.567 -0.563 0.333 0.419 0.621 -0.289 -0.017 0.015 0.024 -0.556 0.390 0.029 -0.294 -0.548 1.000 0.017 -0.628 0.045 -0.098 0.044 0.355 0.345 0.425 | -| p4415_s | -0.019 -0.027 -0.027 0.020 0.017 0.024 -0.011 -0.010 0.001 0.001 -0.022 0.022 0.001 -0.014 -0.025 0.017 1.000 -0.028 0.002 -0.005 0.002 0.013 0.011 0.023 | -| Dbar_s | 0.734 0.911 0.906 -0.559 -0.580 -0.913 0.365 0.027 -0.030 -0.037 0.871 -0.788 -0.045 0.452 0.939 -0.628 -0.028 1.000 -0.074 0.154 -0.062 -0.609 -0.607 -0.751 | -| omega_s | -0.056 -0.065 -0.069 0.042 0.037 0.065 -0.028 -0.002 0.023 0.452 -0.059 0.057 -0.016 -0.032 -0.066 0.045 0.002 -0.074 1.000 -0.279 0.113 0.045 0.044 0.055 | -| rho_s | 0.113 0.137 0.156 -0.091 -0.096 -0.138 0.055 0.004 0.001 0.069 0.114 -0.125 -0.006 0.064 0.138 -0.098 -0.005 0.154 -0.279 1.000 0.088 -0.097 -0.097 -0.119 | -| rho_p | -0.051 -0.030 -0.028 0.038 0.055 0.050 -0.024 -0.002 0.062 -0.019 0.027 0.057 0.053 -0.024 -0.055 0.044 0.002 -0.062 0.113 0.088 1.000 0.053 0.054 0.051 | -| p4040_s | -0.441 -0.534 -0.530 0.166 0.366 0.601 -0.202 -0.017 0.011 0.024 -0.519 0.515 0.030 -0.258 -0.529 0.355 0.013 -0.609 0.045 -0.097 0.053 1.000 0.320 0.413 | -| p4160_s | -0.438 -0.534 -0.529 0.308 0.344 0.585 -0.198 -0.020 0.010 0.024 -0.499 0.485 0.030 -0.257 -0.539 0.345 0.011 -0.607 0.044 -0.097 0.054 0.320 1.000 0.584 | -| p4040_p | -0.515 -0.695 -0.690 0.436 0.445 0.633 -0.333 -0.024 0.019 0.028 -0.637 0.562 0.034 -0.367 -0.686 0.425 0.023 -0.751 0.055 -0.119 0.051 0.413 0.584 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12338501564700621}), (, {'error': 0.01985592325366803}), (, {'error': 0.00999684715491056}), (, {'error': 0.09618282681454282}), (, {'error': 0.022524927502713954}), (, {'error': 0.19841613937436442}), (, {'error': 0.16577267410493413}), (, {'error': 0.1277855449295875}), (, {'error': 0.6713488409335966}), (, {'error': 0.1906177927295074}), (, {'error': 0.07803054725572978}), (, {'error': 0.2700754977528885}), (, {'error': 0.13627287934499588}), (, {'error': 0.05993985597789231}), (, {'error': 0.46604933477021815}), (, {'error': 0.0296299398157025}), (, {'error': 0.014413206036307677}), (, {'error': 0.30990371184512044}), (, {'error': 0.820057622001571}), (, {'error': 0.22414203609523276}), (, {'error': 0.30225333296408063}), (, {'error': 0.1399655968131523}), (, {'error': 0.13954211050438892}), (, {'error': 0.18329443946138912})]) -Toy 1/25 -Time taken: 5 min, 20 s -Projected time left: 2 h, 8 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1985 (1985 total) | -| EDM = 0.000256 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297460.675319463 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.40 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.853 | 0.018 | | | -2 | 2 | | -| 2 | bplus_0 | 0.432 | 0.008 | | | -2 | 2 | | -| 3 | p4160_p | -2.16 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.66 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.024 | 0.125 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 1.7 | 9.8 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.70 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -5.35 | 0.21 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.13 | 0.05 | | | -2 | 2 | | -| 11| p3770_s | 2.55 | 0.27 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.70 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -0.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.28 | 0.17 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.04 | 0.43 | | | -0.3 | 0.3 | | -| 18| omega_s | 9.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.86 | 0.31 | | |0.0253049| 2.0747 | | -| 20| rho_p | 6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.28 | 0.18 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.96 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.69 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.683 0.646 0.552 0.741 -0.271 0.920 -0.105 -0.023 0.096 0.049 0.583 0.034 0.745 0.829 0.576 -0.374 0.928 0.007 0.181 -0.031 -0.593 -0.541 0.592 | -| bplus_1 | 0.683 1.000 0.338 0.331 0.534 -0.210 0.710 -0.206 -0.027 0.080 -0.118 0.492 0.021 0.711 0.591 0.404 -0.252 0.714 0.002 0.155 -0.034 -0.455 -0.416 0.390 | -| bplus_0 | 0.646 0.338 1.000 0.316 0.512 -0.202 0.669 -0.189 -0.034 0.107 -0.081 0.474 0.016 0.669 0.561 0.383 -0.232 0.673 0.005 0.227 -0.033 -0.424 -0.384 0.375 | -| p4160_p | 0.552 0.331 0.316 1.000 0.558 -0.341 0.525 0.182 -0.015 0.051 0.042 0.423 0.022 0.267 0.396 0.367 -0.133 0.537 0.003 0.089 -0.019 -0.530 -0.342 0.484 | -| jpsi_p | 0.741 0.534 0.512 0.558 1.000 -0.344 0.782 0.008 -0.036 0.076 -0.034 0.629 0.024 0.434 0.686 0.590 -0.308 0.786 -0.000 0.137 -0.030 -0.435 -0.426 0.558 | -| Ctt | -0.271 -0.210 -0.202 -0.341 -0.344 1.000 -0.305 -0.083 0.002 -0.017 0.456 -0.249 -0.004 -0.199 -0.272 -0.028 0.267 -0.266 -0.003 -0.036 0.003 0.333 0.288 -0.310 | -| Dbar_p | 0.920 0.710 0.669 0.525 0.782 -0.305 1.000 -0.154 -0.025 0.101 0.051 0.660 0.035 0.762 0.920 0.592 -0.378 0.970 0.007 0.190 -0.035 -0.608 -0.566 0.566 | -| p4415_p | -0.105 -0.206 -0.189 0.182 0.008 -0.083 -0.154 1.000 -0.003 -0.019 0.106 -0.038 -0.002 -0.306 -0.212 -0.042 0.028 -0.154 -0.004 -0.048 0.001 0.018 -0.036 0.075 | -| phi_s | -0.023 -0.027 -0.034 -0.015 -0.036 0.002 -0.025 -0.003 1.000 0.004 -0.083 -0.027 0.557 -0.025 -0.026 -0.017 0.001 -0.025 0.010 -0.049 0.027 0.007 0.002 -0.021 | -| omega_p | 0.096 0.080 0.107 0.051 0.076 -0.017 0.101 -0.019 0.004 1.000 0.036 0.072 0.016 0.094 0.086 0.059 -0.035 0.101 0.400 0.534 -0.002 -0.061 -0.055 0.058 | -| bplus_2 | 0.049 -0.118 -0.081 0.042 -0.034 0.456 0.051 0.106 -0.083 0.036 1.000 0.015 -0.003 0.058 0.056 -0.006 -0.018 0.034 -0.023 0.042 -0.059 -0.021 0.020 0.033 | -| p3770_s | 0.583 0.492 0.474 0.423 0.629 -0.249 0.660 -0.038 -0.027 0.072 0.015 1.000 0.025 0.453 0.581 0.294 -0.253 0.683 0.002 0.129 -0.028 -0.340 -0.360 0.419 | -| phi_p | 0.034 0.021 0.016 0.022 0.024 -0.004 0.035 -0.002 0.557 0.016 -0.003 0.025 1.000 0.022 0.030 0.023 -0.014 0.035 -0.016 -0.014 0.055 -0.021 -0.020 0.022 | -| DDstar_s | 0.745 0.711 0.669 0.267 0.434 -0.199 0.762 -0.306 -0.025 0.094 0.058 0.453 0.022 1.000 0.767 0.330 -0.376 0.813 0.006 0.192 -0.030 -0.619 -0.563 0.332 | -| DDstar_p | 0.829 0.591 0.561 0.396 0.686 -0.272 0.920 -0.212 -0.026 0.086 0.056 0.581 0.030 0.767 1.000 0.527 -0.316 0.927 0.005 0.158 -0.032 -0.556 -0.513 0.463 | -| psi2s_p | 0.576 0.404 0.383 0.367 0.590 -0.028 0.592 -0.042 -0.017 0.059 -0.006 0.294 0.023 0.330 0.527 1.000 -0.230 0.603 0.004 0.106 -0.021 -0.346 -0.351 0.340 | -| p4415_s | -0.374 -0.252 -0.232 -0.133 -0.308 0.267 -0.378 0.028 0.001 -0.035 -0.018 -0.253 -0.014 -0.376 -0.316 -0.230 1.000 -0.388 -0.005 -0.067 0.009 0.287 0.355 -0.180 | -| Dbar_s | 0.928 0.714 0.673 0.537 0.786 -0.266 0.970 -0.154 -0.025 0.101 0.034 0.683 0.035 0.813 0.927 0.603 -0.388 1.000 0.007 0.190 -0.035 -0.622 -0.576 0.584 | -| omega_s | 0.007 0.002 0.005 0.003 -0.000 -0.003 0.007 -0.004 0.010 0.400 -0.023 0.002 -0.016 0.006 0.005 0.004 -0.005 0.007 1.000 0.011 0.008 -0.007 -0.007 0.002 | -| rho_s | 0.181 0.155 0.227 0.089 0.137 -0.036 0.190 -0.048 -0.049 0.534 0.042 0.129 -0.014 0.192 0.158 0.106 -0.067 0.190 0.011 1.000 -0.149 -0.121 -0.108 0.103 | -| rho_p | -0.031 -0.034 -0.033 -0.019 -0.030 0.003 -0.035 0.001 0.027 -0.002 -0.059 -0.028 0.055 -0.030 -0.032 -0.021 0.009 -0.035 0.008 -0.149 1.000 0.016 0.013 -0.023 | -| p4040_s | -0.593 -0.455 -0.424 -0.530 -0.435 0.333 -0.608 0.018 0.007 -0.061 -0.021 -0.340 -0.021 -0.619 -0.556 -0.346 0.287 -0.622 -0.007 -0.121 0.016 1.000 0.372 -0.420 | -| p4160_s | -0.541 -0.416 -0.384 -0.342 -0.426 0.288 -0.566 -0.036 0.002 -0.055 0.020 -0.360 -0.020 -0.563 -0.513 -0.351 0.355 -0.576 -0.007 -0.108 0.013 0.372 1.000 -0.136 | -| p4040_p | 0.592 0.390 0.375 0.484 0.558 -0.310 0.566 0.075 -0.021 0.058 0.033 0.419 0.022 0.332 0.463 0.340 -0.180 0.584 0.002 0.103 -0.023 -0.420 -0.136 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2771991565165468}), (, {'error': 0.017562607882366188}), (, {'error': 0.008317337353091814}), (, {'error': 0.12125515800517972}), (, {'error': 0.0426924520870986}), (, {'error': 0.12510736043425086}), (, {'error': 9.846489809414633}), (, {'error': 0.16099498259599443}), (, {'error': 0.881539240591179}), (, {'error': 0.2106044589463063}), (, {'error': 0.04682509337364871}), (, {'error': 0.27394129584309135}), (, {'error': 0.16572903691386065}), (, {'error': 0.5947548280200211}), (, {'error': 0.6549638951874535}), (, {'error': 0.0370439162756826}), (, {'error': 0.17295211700281354}), (, {'error': 0.4321830050704929}), (, {'error': 0.7682262372092312}), (, {'error': 0.31489009600116047}), (, {'error': 0.25028079993758645}), (, {'error': 0.18170925292209195}), (, {'error': 0.17420176978978819}), (, {'error': 0.16483908306633932})]) -Toy 2/25 -Time taken: 11 min, 39 s -Projected time left: 2 h, 13 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=477 (477 total) | -| EDM = 5.51E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297288.8665387942 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.33 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.809 | 0.012 | | | -2 | 2 | | -| 2 | bplus_0 | 0.429 | 0.006 | | | -2 | 2 | | -| 3 | p4160_p | 4.07 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.662 | 0.021 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.15 | 0.17 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 0.6 | 9.1 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.92 | 0.19 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.1 | 0.6 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.15 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.19 | 0.06 | | | -2 | 2 | | -| 11| p3770_s | 2.55 | 0.24 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.04 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.18 | 0.07 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -5.8 | 0.8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.784 | 0.025 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.81 | 0.12 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.025 | 0.433 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.9 | 0.6 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.4 | 0.5 | | |0.0253049| 2.0747 | | -| 20| rho_p | -5.2 | 1.0 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.94 | 0.11 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.97 | 0.11 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.58 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.532 0.525 -0.338 -0.362 -0.556 0.594 -0.292 0.002 0.015 0.528 -0.545 -0.035 -0.460 0.575 -0.351 -0.074 0.608 0.005 -0.245 0.185 -0.269 -0.243 -0.428 | -| bplus_1 | 0.532 1.000 0.717 -0.571 -0.522 -0.800 0.877 -0.470 0.005 0.014 0.745 -0.682 -0.043 -0.691 0.805 -0.505 -0.049 0.879 0.005 -0.259 0.176 -0.380 -0.330 -0.681 | -| bplus_0 | 0.525 0.717 1.000 -0.561 -0.510 -0.788 0.862 -0.460 0.007 0.010 0.740 -0.668 -0.040 -0.682 0.791 -0.495 -0.047 0.865 0.006 -0.223 0.135 -0.371 -0.321 -0.668 | -| p4160_p | -0.338 -0.571 -0.561 1.000 0.413 0.533 -0.636 0.386 -0.005 -0.015 -0.524 0.497 0.035 0.588 -0.568 0.360 0.137 -0.629 -0.006 0.241 -0.180 0.146 0.225 0.502 | -| jpsi_p | -0.362 -0.522 -0.510 0.413 1.000 0.513 -0.615 0.331 -0.014 -0.017 -0.522 0.511 0.033 0.530 -0.517 0.411 0.046 -0.603 -0.010 0.257 -0.197 0.299 0.246 0.476 | -| Ctt | -0.556 -0.800 -0.788 0.533 0.513 1.000 -0.911 0.457 -0.004 -0.019 -0.736 0.703 0.047 0.783 -0.861 0.571 0.142 -0.909 -0.007 0.318 -0.233 0.456 0.406 0.665 | -| Dbar_p | 0.594 0.877 0.862 -0.636 -0.615 -0.911 1.000 -0.522 0.005 0.023 0.865 -0.789 -0.055 -0.841 0.949 -0.586 -0.098 0.992 0.008 -0.374 0.278 -0.456 -0.403 -0.771 | -| p4415_p | -0.292 -0.470 -0.460 0.386 0.331 0.457 -0.522 1.000 -0.004 -0.013 -0.412 0.415 0.030 0.455 -0.472 0.294 0.023 -0.521 -0.005 0.214 -0.162 0.186 0.122 0.427 | -| phi_s | 0.002 0.005 0.007 -0.005 -0.014 -0.004 0.005 -0.004 1.000 -0.000 -0.002 -0.007 0.424 -0.002 0.006 -0.005 -0.002 0.006 0.002 0.075 -0.066 -0.005 -0.005 -0.006 | -| omega_p | 0.015 0.014 0.010 -0.015 -0.017 -0.019 0.023 -0.013 -0.000 1.000 0.006 -0.019 0.002 -0.018 0.022 -0.014 -0.003 0.023 0.226 -0.127 0.114 -0.013 -0.011 -0.018 | -| bplus_2 | 0.528 0.745 0.740 -0.524 -0.522 -0.736 0.865 -0.412 -0.002 0.006 1.000 -0.669 -0.033 -0.728 0.809 -0.513 -0.100 0.864 -0.001 -0.163 0.088 -0.389 -0.333 -0.649 | -| p3770_s | -0.545 -0.682 -0.668 0.497 0.511 0.703 -0.789 0.415 -0.007 -0.019 -0.669 1.000 0.044 0.685 -0.723 0.373 0.083 -0.782 -0.008 0.304 -0.228 0.395 0.330 0.585 | -| phi_p | -0.035 -0.043 -0.040 0.035 0.033 0.047 -0.055 0.030 0.424 0.002 -0.033 0.044 1.000 0.044 -0.050 0.033 0.007 -0.054 -0.020 0.028 -0.027 0.028 0.025 0.042 | -| DDstar_s | -0.460 -0.691 -0.682 0.588 0.530 0.783 -0.841 0.455 -0.002 -0.018 -0.728 0.685 0.044 1.000 -0.780 0.502 0.025 -0.849 -0.005 0.297 -0.221 0.356 0.305 0.678 | -| DDstar_p | 0.575 0.805 0.791 -0.568 -0.517 -0.861 0.949 -0.472 0.006 0.022 0.809 -0.723 -0.050 -0.780 1.000 -0.512 -0.075 0.946 0.008 -0.351 0.262 -0.393 -0.356 -0.709 | -| psi2s_p | -0.351 -0.505 -0.495 0.360 0.411 0.571 -0.586 0.294 -0.005 -0.014 -0.513 0.373 0.033 0.502 -0.512 1.000 0.046 -0.579 -0.006 0.230 -0.174 0.247 0.210 0.415 | -| p4415_s | -0.074 -0.049 -0.047 0.137 0.046 0.142 -0.098 0.023 -0.002 -0.003 -0.100 0.083 0.007 0.025 -0.075 0.046 1.000 -0.102 -0.002 0.048 -0.039 0.066 0.115 0.107 | -| Dbar_s | 0.608 0.879 0.865 -0.629 -0.603 -0.909 0.992 -0.521 0.006 0.023 0.864 -0.782 -0.054 -0.849 0.946 -0.579 -0.102 1.000 0.008 -0.374 0.278 -0.458 -0.407 -0.765 | -| omega_s | 0.005 0.005 0.006 -0.006 -0.010 -0.007 0.008 -0.005 0.002 0.226 -0.001 -0.008 -0.020 -0.005 0.008 -0.006 -0.002 0.008 1.000 0.018 0.062 -0.006 -0.005 -0.007 | -| rho_s | -0.245 -0.259 -0.223 0.241 0.257 0.318 -0.374 0.214 0.075 -0.127 -0.163 0.304 0.028 0.297 -0.351 0.230 0.048 -0.374 0.018 1.000 -0.902 0.198 0.177 0.293 | -| rho_p | 0.185 0.176 0.135 -0.180 -0.197 -0.233 0.278 -0.162 -0.066 0.114 0.088 -0.228 -0.027 -0.221 0.262 -0.174 -0.039 0.278 0.062 -0.902 1.000 -0.153 -0.137 -0.218 | -| p4040_s | -0.269 -0.380 -0.371 0.146 0.299 0.456 -0.456 0.186 -0.005 -0.013 -0.389 0.395 0.028 0.356 -0.393 0.247 0.066 -0.458 -0.006 0.198 -0.153 1.000 0.150 0.319 | -| p4160_s | -0.243 -0.330 -0.321 0.225 0.246 0.406 -0.403 0.122 -0.005 -0.011 -0.333 0.330 0.025 0.305 -0.356 0.210 0.115 -0.407 -0.005 0.177 -0.137 0.150 1.000 0.428 | -| p4040_p | -0.428 -0.681 -0.668 0.502 0.476 0.665 -0.771 0.427 -0.006 -0.018 -0.649 0.585 0.042 0.678 -0.709 0.415 0.107 -0.765 -0.007 0.293 -0.218 0.319 0.428 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09492829737982067}), (, {'error': 0.01204143381979983}), (, {'error': 0.006301107557628027}), (, {'error': 0.08371291553404525}), (, {'error': 0.02060507911783649}), (, {'error': 0.16916581866924307}), (, {'error': 9.083129365237879}), (, {'error': 0.1931748260511572}), (, {'error': 0.6415308338433547}), (, {'error': 0.13031143913916132}), (, {'error': 0.057851391160226195}), (, {'error': 0.23752819653849278}), (, {'error': 0.139246980411722}), (, {'error': 0.06984623490211048}), (, {'error': 0.8334717912075154}), (, {'error': 0.025048201825195626}), (, {'error': 0.12285086170303311}), (, {'error': 0.4333698131127366}), (, {'error': 0.6211754440525361}), (, {'error': 0.5472482346856825}), (, {'error': 0.9637312799183415}), (, {'error': 0.11165435033595944}), (, {'error': 0.1083929205917149}), (, {'error': 0.18738982177141894})]) -Toy 3/25 -Time taken: 14 min, 50 s -Projected time left: 1 h, 48 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1410 (1410 total) | -| EDM = 0.000274 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297186.20024607814 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.93 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 2 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 3 | p4160_p | -1.88 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.721 | 0.023 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.06 | 0.22 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -2.23 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 22.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -0.04 | 0.29 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.34 | 0.09 | | | -2 | 2 | | -| 11| p3770_s | 3.87 | 0.22 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.99 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.889 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.31 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.27 | 0.07 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.03 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.75 | 0.18 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -1.99 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.091 0.051 0.190 -0.077 -0.231 0.039 0.040 0.022 -0.002 0.097 -0.189 0.007 0.042 0.182 -0.018 -0.104 0.123 0.001 -0.020 -0.024 -0.155 -0.071 0.193 | -| bplus_1 | -0.091 1.000 -0.933 0.050 -0.010 0.070 -0.003 0.114 -0.143 -0.053 0.002 -0.020 0.033 -0.014 -0.166 0.048 -0.072 -0.040 -0.188 0.297 -0.173 0.057 0.027 0.040 | -| bplus_0 | 0.051 -0.933 1.000 0.013 0.106 0.029 0.002 -0.019 0.160 0.059 -0.212 -0.010 -0.030 -0.004 -0.104 -0.019 -0.024 -0.045 0.209 -0.348 0.186 -0.049 -0.036 -0.009 | -| p4160_p | 0.190 0.050 0.013 1.000 -0.052 -0.358 0.026 0.302 0.009 0.002 0.015 0.009 -0.000 0.039 -0.011 -0.130 -0.141 -0.075 0.009 -0.022 -0.003 -0.504 -0.144 0.288 | -| jpsi_p | -0.077 -0.010 0.106 -0.052 1.000 0.311 0.053 0.028 0.053 -0.011 -0.215 -0.066 0.024 0.060 -0.091 -0.009 -0.022 -0.000 -0.011 -0.055 -0.076 0.024 0.011 -0.077 | -| Ctt | -0.231 0.070 0.029 -0.358 0.311 1.000 0.011 0.024 -0.064 0.004 -0.689 -0.149 -0.026 -0.009 -0.064 0.222 0.210 -0.260 0.010 0.021 0.107 0.349 0.279 -0.313 | -| Dbar_p | 0.039 -0.003 0.002 0.026 0.053 0.011 1.000 0.014 -0.000 0.000 -0.002 0.029 0.000 -0.002 0.013 0.033 -0.001 -0.045 0.001 -0.000 0.002 0.000 0.002 0.018 | -| p4415_p | 0.040 0.114 -0.019 0.302 0.028 0.024 0.014 1.000 -0.036 0.004 -0.229 0.007 -0.018 0.015 -0.190 -0.052 -0.187 -0.097 0.010 0.006 0.055 -0.130 -0.098 0.179 | -| phi_s | 0.022 -0.143 0.160 0.009 0.053 -0.064 -0.000 -0.036 1.000 0.012 0.115 -0.018 0.365 -0.001 -0.022 -0.010 -0.011 -0.020 0.013 -0.123 -0.099 -0.047 -0.052 0.000 | -| omega_p | -0.002 -0.053 0.059 0.002 -0.011 0.004 0.000 0.004 0.012 1.000 -0.028 0.000 -0.053 -0.000 -0.017 -0.001 -0.004 -0.005 0.455 -0.113 -0.030 0.001 0.001 0.001 | -| bplus_2 | 0.097 0.002 -0.212 0.015 -0.215 -0.689 -0.002 -0.229 0.115 -0.028 1.000 0.064 0.082 0.014 0.267 -0.048 0.095 0.059 -0.080 0.019 -0.286 -0.155 -0.174 0.043 | -| p3770_s | -0.189 -0.020 -0.010 0.009 -0.066 -0.149 0.029 0.007 -0.018 0.000 0.064 1.000 -0.008 0.028 0.063 -0.432 0.004 -0.106 0.000 0.006 0.017 0.077 0.014 -0.022 | -| phi_p | 0.007 0.033 -0.030 -0.000 0.024 -0.026 0.000 -0.018 0.365 -0.053 0.082 -0.008 1.000 0.001 0.007 -0.003 -0.000 -0.002 -0.142 -0.009 -0.296 -0.017 -0.020 -0.002 | -| DDstar_s | 0.042 -0.014 -0.004 0.039 0.060 -0.009 -0.002 0.015 -0.001 -0.000 0.014 0.028 0.001 1.000 0.044 0.022 -0.001 0.001 -0.002 0.005 -0.001 -0.008 -0.001 0.021 | -| DDstar_p | 0.182 -0.166 -0.104 -0.011 -0.091 -0.064 0.013 -0.190 -0.022 -0.017 0.267 0.063 0.007 0.044 1.000 -0.132 0.008 -0.147 -0.050 0.088 -0.046 -0.192 -0.102 0.009 | -| psi2s_p | -0.018 0.048 -0.019 -0.130 -0.009 0.222 0.033 -0.052 -0.010 -0.001 -0.048 -0.432 -0.003 0.022 -0.132 1.000 0.040 -0.128 -0.003 0.005 0.003 -0.001 -0.039 -0.193 | -| p4415_s | -0.104 -0.072 -0.024 -0.141 -0.022 0.210 -0.001 -0.187 -0.011 -0.004 0.095 0.004 -0.000 -0.001 0.008 0.040 1.000 0.040 -0.013 0.025 -0.006 0.228 0.341 -0.061 | -| Dbar_s | 0.123 -0.040 -0.045 -0.075 -0.000 -0.260 -0.045 -0.097 -0.020 -0.005 0.059 -0.106 -0.002 0.001 -0.147 -0.128 0.040 1.000 -0.016 0.035 -0.000 -0.078 -0.054 -0.094 | -| omega_s | 0.001 -0.188 0.209 0.009 -0.011 0.010 0.001 0.010 0.013 0.455 -0.080 0.000 -0.142 -0.002 -0.050 -0.003 -0.013 -0.016 1.000 -0.298 0.384 -0.003 -0.001 0.003 | -| rho_s | -0.020 0.297 -0.348 -0.022 -0.055 0.021 -0.000 0.006 -0.123 -0.113 0.019 0.006 -0.009 0.005 0.088 0.005 0.025 0.035 -0.298 1.000 0.151 0.032 0.033 -0.008 | -| rho_p | -0.024 -0.173 0.186 -0.003 -0.076 0.107 0.002 0.055 -0.099 -0.030 -0.286 0.017 -0.296 -0.001 -0.046 0.003 -0.006 -0.000 0.384 0.151 1.000 0.050 0.061 -0.001 | -| p4040_s | -0.155 0.057 -0.049 -0.504 0.024 0.349 0.000 -0.130 -0.047 0.001 -0.155 0.077 -0.017 -0.008 -0.192 -0.001 0.228 -0.078 -0.003 0.032 0.050 1.000 0.141 -0.208 | -| p4160_s | -0.071 0.027 -0.036 -0.144 0.011 0.279 0.002 -0.098 -0.052 0.001 -0.174 0.014 -0.020 -0.001 -0.102 -0.039 0.341 -0.054 -0.001 0.033 0.061 0.141 1.000 0.273 | -| p4040_p | 0.193 0.040 -0.009 0.288 -0.077 -0.313 0.018 0.179 0.000 0.001 0.043 -0.022 -0.002 0.021 0.009 -0.193 -0.061 -0.094 0.003 -0.008 -0.001 -0.208 0.273 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0858397369428534}), (, {'error': 0.0631904232977849}), (, {'error': 0.03469631075266477}), (, {'error': 0.10339393420029985}), (, {'error': 0.02346731574701355}), (, {'error': 0.215014558291323}), (, {'error': 0.07542406415685132}), (, {'error': 0.16443415898313174}), (, {'error': 0.9176733569697593}), (, {'error': 0.2874657734528485}), (, {'error': 0.09022446629242342}), (, {'error': 0.2160690989385694}), (, {'error': 0.12257664840386218}), (, {'error': 0.027099772632592667}), (, {'error': 0.3269652113681625}), (, {'error': 0.031131815056057555}), (, {'error': 0.20036812177595986}), (, {'error': 0.07204828531097515}), (, {'error': 1.100559391616592}), (, {'error': 0.35420696505263827}), (, {'error': 0.27010110504614904}), (, {'error': 0.1769094270668276}), (, {'error': 0.1734441030242314}), (, {'error': 0.2489316184914796})]) -Toy 4/25 -Time taken: 20 min, 4 s -Projected time left: 1 h, 45 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1322 (1322 total) | -| EDM = 7.71E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297347.0135695842 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.53 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.81 | 0.03 | | | -2 | 2 | | -| 2 | bplus_0 | 0.442 | 0.018 | | | -2 | 2 | | -| 3 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.58 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.88 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 15.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 1.10 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.47 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.46 | 0.25 | | |0.918861 | 4.08114 | | -| 12| phi_p | 5.89 | 0.21 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.37 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 18| omega_s | 9.4 | 0.5 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.24 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 2.99 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.109 0.021 -0.002 0.154 -0.090 0.178 0.121 0.003 -0.010 -0.047 -0.135 -0.004 -0.033 0.112 0.070 -0.083 -0.062 0.001 -0.021 -0.036 -0.204 0.011 0.229 | -| bplus_1 | -0.109 1.000 -0.883 0.002 -0.158 -0.142 -0.139 -0.186 0.028 -0.134 -0.119 -0.096 0.001 -0.045 -0.278 -0.119 0.112 -0.034 0.015 -0.202 0.027 0.099 -0.010 -0.189 | -| bplus_0 | 0.021 -0.883 1.000 -0.001 0.045 0.006 0.000 0.028 -0.025 0.171 -0.118 0.039 0.004 -0.002 0.010 0.008 0.011 -0.005 -0.018 0.272 -0.013 0.012 0.000 0.036 | -| p4160_p | -0.002 0.002 -0.001 1.000 -0.003 -0.002 -0.003 0.001 0.000 0.000 -0.002 -0.002 -0.000 -0.000 -0.005 -0.001 -0.005 -0.000 -0.000 0.000 -0.001 0.009 -0.002 -0.005 | -| jpsi_p | 0.154 -0.158 0.045 -0.003 1.000 -0.304 0.278 0.117 -0.014 -0.020 -0.231 0.306 -0.002 -0.013 0.526 0.255 -0.070 -0.040 0.005 -0.041 -0.022 -0.219 0.019 0.361 | -| Ctt | -0.090 -0.142 0.006 -0.002 -0.304 1.000 0.353 0.075 -0.042 0.020 0.692 -0.106 -0.001 0.002 -0.203 0.270 0.187 0.045 -0.000 0.025 0.115 0.346 -0.012 -0.036 | -| Dbar_p | 0.178 -0.139 0.000 -0.003 0.278 0.353 1.000 0.112 0.005 -0.017 -0.016 0.335 0.004 -0.010 -0.193 0.320 -0.036 0.040 0.002 -0.033 -0.013 -0.172 0.010 0.305 | -| p4415_p | 0.121 -0.186 0.028 0.001 0.117 0.075 0.112 1.000 -0.025 -0.001 0.273 0.071 0.005 0.016 0.202 0.032 -0.145 0.022 0.002 -0.007 0.072 -0.215 0.014 0.131 | -| phi_s | 0.003 0.028 -0.025 0.000 -0.014 -0.042 0.005 -0.025 1.000 -0.010 -0.084 -0.007 0.567 0.001 0.002 -0.007 -0.005 0.002 0.001 0.029 0.121 -0.016 0.000 -0.014 | -| omega_p | -0.010 -0.134 0.171 0.000 -0.020 0.020 -0.017 -0.001 -0.010 1.000 0.003 -0.008 0.020 -0.005 -0.029 -0.009 0.013 -0.004 -0.175 0.701 0.042 0.022 -0.001 -0.013 | -| bplus_2 | -0.047 -0.119 -0.118 -0.002 -0.231 0.692 -0.016 0.273 -0.084 0.003 1.000 -0.096 0.012 0.025 0.019 0.059 -0.044 0.018 0.007 0.001 0.280 0.150 -0.003 0.032 | -| p3770_s | -0.135 -0.096 0.039 -0.002 0.306 -0.106 0.335 0.071 -0.007 -0.008 -0.096 1.000 0.004 -0.013 0.157 -0.191 -0.011 0.000 0.002 -0.018 0.008 -0.029 0.008 0.234 | -| phi_p | -0.004 0.001 0.004 -0.000 -0.002 -0.001 0.004 0.005 0.567 0.020 0.012 0.004 1.000 -0.001 0.007 0.002 -0.000 -0.001 0.007 0.031 0.100 -0.000 0.000 0.006 | -| DDstar_s | -0.033 -0.045 -0.002 -0.000 -0.013 0.002 -0.010 0.016 0.001 -0.005 0.025 -0.013 -0.001 1.000 0.022 -0.001 0.002 -0.003 0.000 -0.008 -0.003 0.012 -0.001 -0.002 | -| DDstar_p | 0.112 -0.278 0.010 -0.005 0.526 -0.203 -0.193 0.202 0.002 -0.029 0.019 0.157 0.007 0.022 1.000 0.237 -0.000 -0.018 0.003 -0.056 -0.011 -0.119 0.018 0.405 | -| psi2s_p | 0.070 -0.119 0.008 -0.001 0.255 0.270 0.320 0.032 -0.007 -0.009 0.059 -0.191 0.002 -0.001 0.237 1.000 0.038 0.001 0.002 -0.019 0.011 0.040 0.005 0.068 | -| p4415_s | -0.083 0.112 0.011 -0.005 -0.070 0.187 -0.036 -0.145 -0.005 0.013 -0.044 -0.011 -0.000 0.002 -0.000 0.038 1.000 -0.007 -0.001 0.022 0.012 0.152 -0.004 0.079 | -| Dbar_s | -0.062 -0.034 -0.005 -0.000 -0.040 0.045 0.040 0.022 0.002 -0.004 0.018 0.000 -0.001 -0.003 -0.018 0.001 -0.007 1.000 0.000 -0.007 -0.008 0.007 -0.001 0.005 | -| omega_s | 0.001 0.015 -0.018 -0.000 0.005 -0.000 0.002 0.002 0.001 -0.175 0.007 0.002 0.007 0.000 0.003 0.002 -0.001 0.000 1.000 -0.058 -0.006 -0.002 0.000 0.003 | -| rho_s | -0.021 -0.202 0.272 0.000 -0.041 0.025 -0.033 -0.007 0.029 0.701 0.001 -0.018 0.031 -0.008 -0.056 -0.019 0.022 -0.007 -0.058 1.000 0.236 0.037 -0.002 -0.027 | -| rho_p | -0.036 0.027 -0.013 -0.001 -0.022 0.115 -0.013 0.072 0.121 0.042 0.280 0.008 0.100 -0.003 -0.011 0.011 0.012 -0.008 -0.006 0.236 1.000 0.050 -0.001 0.029 | -| p4040_s | -0.204 0.099 0.012 0.009 -0.219 0.346 -0.172 -0.215 -0.016 0.022 0.150 -0.029 -0.000 0.012 -0.119 0.040 0.152 0.007 -0.002 0.037 0.050 1.000 -0.016 -0.306 | -| p4160_s | 0.011 -0.010 0.000 -0.002 0.019 -0.012 0.010 0.014 0.000 -0.001 -0.003 0.008 0.000 -0.001 0.018 0.005 -0.004 -0.001 0.000 -0.002 -0.001 -0.016 1.000 0.005 | -| p4040_p | 0.229 -0.189 0.036 -0.005 0.361 -0.036 0.305 0.131 -0.014 -0.013 0.032 0.234 0.006 -0.002 0.405 0.068 0.079 0.005 0.003 -0.027 0.029 -0.306 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11497977741657905}), (, {'error': 0.03453760339661338}), (, {'error': 0.017778923227959487}), (, {'error': 0.009801825898629435}), (, {'error': 0.032957212193054364}), (, {'error': 0.20648792566669594}), (, {'error': 0.40580942705030765}), (, {'error': 0.5468082413046531}), (, {'error': 0.9981540274267111}), (, {'error': 0.2457421089453109}), (, {'error': 0.078674043959307}), (, {'error': 0.25188110742192404}), (, {'error': 0.21122895877472025}), (, {'error': 0.022437567544768916}), (, {'error': 0.4330414964277889}), (, {'error': 0.03474285738470506}), (, {'error': 0.18494091811540284}), (, {'error': 0.0291534869539391}), (, {'error': 0.5132927183304172}), (, {'error': 0.37750231474198087}), (, {'error': 0.3635065651895699}), (, {'error': 0.1738114785522723}), (, {'error': 0.014922119921793209}), (, {'error': 0.1445461899957694})]) -Toy 5/25 -Time taken: 25 min, 9 s -Projected time left: 1 h, 40 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1289 (1289 total) | -| EDM = 0.000313 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297158.2894208782 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.47 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 1.04 | 0.07 | | | -2 | 2 | | -| 2 | bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 3 | p4160_p | 4.16 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.14 | 0.18 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 3.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.17 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.13 | 0.10 | | | -2 | 2 | | -| 11| p3770_s | 2.82 | 0.26 | | |0.918861 | 4.08114 | | -| 12| phi_p | -0.38 | 0.20 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 3.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.51 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 18| omega_s | 8.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.15 | 0.18 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.68 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.058 -0.022 0.381 0.382 -0.137 -0.613 0.165 -0.000 -0.000 0.144 0.147 0.006 0.057 0.180 0.287 -0.098 -0.043 -0.008 0.015 -0.006 -0.236 -0.102 0.376 | -| bplus_1 | -0.058 1.000 -0.956 0.009 0.028 0.042 0.034 0.049 -0.070 0.001 -0.099 -0.027 0.028 -0.041 -0.030 -0.008 -0.032 -0.018 -0.148 0.284 -0.015 0.012 0.012 0.008 | -| bplus_0 | -0.022 -0.956 1.000 0.007 -0.121 0.020 0.129 0.011 0.070 -0.001 -0.090 -0.058 -0.035 -0.053 -0.078 -0.043 -0.051 -0.012 0.158 -0.315 0.008 -0.028 -0.029 -0.029 | -| p4160_p | 0.381 0.009 0.007 1.000 0.551 -0.400 -0.199 0.560 0.010 -0.001 0.106 0.295 0.006 -0.040 -0.391 0.203 -0.090 -0.025 0.004 -0.010 -0.016 -0.403 -0.079 0.484 | -| jpsi_p | 0.382 0.028 -0.121 0.551 1.000 -0.392 -0.369 0.361 -0.011 -0.000 0.322 0.442 0.008 -0.061 -0.292 0.342 -0.103 -0.040 -0.025 0.043 -0.012 -0.113 -0.060 0.445 | -| Ctt | -0.137 0.042 0.020 -0.400 -0.392 1.000 0.088 -0.195 -0.052 -0.002 -0.648 -0.198 0.007 -0.005 0.112 0.149 0.235 -0.131 -0.006 -0.007 0.120 0.315 0.205 -0.319 | -| Dbar_p | -0.613 0.034 0.129 -0.199 -0.369 0.088 1.000 0.087 0.009 0.001 -0.265 -0.379 -0.014 -0.049 -0.635 -0.244 0.075 0.189 0.028 -0.062 -0.009 0.296 0.216 -0.227 | -| p4415_p | 0.165 0.049 0.011 0.560 0.361 -0.195 0.087 1.000 -0.005 -0.001 -0.088 0.179 0.008 -0.092 -0.505 0.121 -0.149 0.005 0.005 -0.016 0.022 -0.159 -0.080 0.382 | -| phi_s | -0.000 -0.070 0.070 0.010 -0.011 -0.052 0.009 -0.005 1.000 -0.005 0.090 -0.011 0.553 -0.006 -0.018 -0.005 -0.013 -0.005 0.032 0.001 0.084 -0.018 -0.026 -0.002 | -| omega_p | -0.000 0.001 -0.001 -0.001 -0.000 -0.002 0.001 -0.001 -0.005 1.000 0.005 -0.001 -0.003 0.000 0.001 -0.000 -0.000 0.000 -0.122 0.007 0.014 -0.001 -0.001 -0.001 | -| bplus_2 | 0.144 -0.099 -0.090 0.106 0.322 -0.648 -0.265 -0.088 0.090 0.005 1.000 0.175 -0.025 0.083 0.063 0.073 0.059 -0.011 -0.012 0.046 -0.258 -0.089 -0.122 0.109 | -| p3770_s | 0.147 -0.027 -0.058 0.295 0.442 -0.198 -0.379 0.179 -0.011 -0.001 0.175 1.000 0.012 0.002 -0.058 -0.065 -0.025 -0.102 -0.012 0.022 0.018 0.011 -0.021 0.233 | -| phi_p | 0.006 0.028 -0.035 0.006 0.008 0.007 -0.014 0.008 0.553 -0.003 -0.025 0.012 1.000 0.002 0.001 0.007 0.004 0.000 -0.027 0.029 0.106 0.005 0.008 0.009 | -| DDstar_s | 0.057 -0.041 -0.053 -0.040 -0.061 -0.005 -0.049 -0.092 -0.006 0.000 0.083 0.002 0.002 1.000 0.116 -0.040 -0.009 -0.034 -0.016 0.035 0.003 -0.059 -0.049 -0.033 | -| DDstar_p | 0.180 -0.030 -0.078 -0.391 -0.292 0.112 -0.635 -0.505 -0.018 0.001 0.063 -0.058 0.001 0.116 1.000 -0.131 0.002 -0.182 -0.020 0.043 0.023 -0.205 -0.209 -0.267 | -| psi2s_p | 0.287 -0.008 -0.043 0.203 0.342 0.149 -0.244 0.121 -0.005 -0.000 0.073 -0.065 0.007 -0.040 -0.131 1.000 -0.013 -0.071 -0.011 0.021 0.005 -0.042 -0.067 0.096 | -| p4415_s | -0.098 -0.032 -0.051 -0.090 -0.103 0.235 0.075 -0.149 -0.013 -0.000 0.059 -0.025 0.004 -0.009 0.002 -0.013 1.000 0.021 -0.014 0.028 0.019 0.162 0.309 -0.018 | -| Dbar_s | -0.043 -0.018 -0.012 -0.025 -0.040 -0.131 0.189 0.005 -0.005 0.000 -0.011 -0.102 0.000 -0.034 -0.182 -0.071 0.021 1.000 -0.006 0.012 0.006 0.037 0.016 -0.061 | -| omega_s | -0.008 -0.148 0.158 0.004 -0.025 -0.006 0.028 0.005 0.032 -0.122 -0.012 -0.012 -0.027 -0.016 -0.020 -0.011 -0.014 -0.006 1.000 -0.415 0.190 -0.007 -0.008 -0.004 | -| rho_s | 0.015 0.284 -0.315 -0.010 0.043 -0.007 -0.062 -0.016 0.001 0.007 0.046 0.022 0.029 0.035 0.043 0.021 0.028 0.012 -0.415 1.000 0.191 0.011 0.009 0.006 | -| rho_p | -0.006 -0.015 0.008 -0.016 -0.012 0.120 -0.009 0.022 0.084 0.014 -0.258 0.018 0.106 0.003 0.023 0.005 0.019 0.006 0.190 0.191 1.000 0.039 0.058 0.004 | -| p4040_s | -0.236 0.012 -0.028 -0.403 -0.113 0.315 0.296 -0.159 -0.018 -0.001 -0.089 0.011 0.005 -0.059 -0.205 -0.042 0.162 0.037 -0.007 0.011 0.039 1.000 0.049 -0.230 | -| p4160_s | -0.102 0.012 -0.029 -0.079 -0.060 0.205 0.216 -0.080 -0.026 -0.001 -0.122 -0.021 0.008 -0.049 -0.209 -0.067 0.309 0.016 -0.008 0.009 0.058 0.049 1.000 0.258 | -| p4040_p | 0.376 0.008 -0.029 0.484 0.445 -0.319 -0.227 0.382 -0.002 -0.001 0.109 0.233 0.009 -0.033 -0.267 0.096 -0.018 -0.061 -0.004 0.006 0.004 -0.230 0.258 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13707080687305773}), (, {'error': 0.0702209098931712}), (, {'error': 0.03518187346031798}), (, {'error': 0.13525332118162758}), (, {'error': 0.03637965568497892}), (, {'error': 0.17612134344122377}), (, {'error': 0.729670370197959}), (, {'error': 0.17448840823448375}), (, {'error': 0.9950804263033532}), (, {'error': 0.12081529807866964}), (, {'error': 0.09692718809319967}), (, {'error': 0.2622416039125779}), (, {'error': 0.1995593453169695}), (, {'error': 0.0812858532167271}), (, {'error': 0.7347300011150137}), (, {'error': 0.03518378321052573}), (, {'error': 0.18564472794746134}), (, {'error': 0.38383852661054146}), (, {'error': 0.8911221970993708}), (, {'error': 0.31981088210145736}), (, {'error': 0.31892115810382116}), (, {'error': 0.17632158801443037}), (, {'error': 0.16782863322200958}), (, {'error': 0.19213688355981784})]) -Toy 6/25 -Time taken: 30 min, 11 s -Projected time left: 1 h, 35 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1280 (1280 total) | -| EDM = 2.32E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297097.433251586 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.38 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | -| 2 | bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 3 | p4160_p | -2.08 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.619 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.65 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.06 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 21.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.40 | 0.09 | | | -2 | 2 | | -| 11| p3770_s | 3.44 | 0.22 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.73 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.889 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.56 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.80 | 0.18 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.86 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.126 0.049 0.176 0.052 -0.220 0.344 0.026 0.009 0.000 0.061 -0.189 0.004 0.035 0.160 0.057 -0.057 0.035 -0.001 0.001 -0.012 -0.180 -0.069 0.119 | -| bplus_1 | -0.126 1.000 -0.922 0.045 -0.057 0.083 -0.092 0.123 -0.116 0.000 0.018 -0.043 0.026 -0.016 -0.215 0.029 -0.087 -0.004 -0.181 0.359 -0.001 0.032 0.017 0.062 | -| bplus_0 | 0.049 -0.922 1.000 0.001 0.099 0.028 -0.037 -0.029 0.136 -0.000 -0.242 -0.008 -0.023 0.000 -0.064 -0.016 -0.016 0.001 0.208 -0.424 -0.017 -0.036 -0.032 -0.028 | -| p4160_p | 0.176 0.045 0.001 1.000 -0.057 -0.347 0.021 0.294 -0.002 0.000 -0.013 -0.012 -0.004 0.054 0.006 -0.153 -0.077 0.032 0.005 -0.012 -0.002 -0.530 -0.160 0.164 | -| jpsi_p | 0.052 -0.057 0.099 -0.057 1.000 0.228 0.261 -0.012 0.035 0.001 -0.185 -0.066 0.011 0.062 -0.069 -0.002 -0.001 0.049 -0.005 -0.005 -0.073 0.016 -0.011 -0.102 | -| Ctt | -0.220 0.083 0.028 -0.347 0.228 1.000 -0.320 0.005 -0.056 -0.000 -0.655 -0.162 -0.022 -0.010 -0.042 0.216 0.191 -0.000 0.006 -0.033 0.103 0.363 0.276 -0.210 | -| Dbar_p | 0.344 -0.092 -0.037 0.021 0.261 -0.320 1.000 -0.069 -0.024 -0.000 0.064 -0.011 -0.001 -0.004 -0.165 0.008 0.052 0.025 -0.020 0.039 0.031 -0.062 -0.062 -0.085 | -| p4415_p | 0.026 0.123 -0.029 0.294 -0.012 0.005 -0.069 1.000 -0.036 -0.000 -0.225 -0.009 -0.017 0.028 -0.176 -0.078 -0.149 0.016 0.004 -0.017 0.052 -0.186 -0.133 0.147 | -| phi_s | 0.009 -0.116 0.136 -0.002 0.035 -0.056 -0.024 -0.036 1.000 -0.001 0.109 -0.023 0.611 0.001 -0.016 -0.010 -0.013 0.000 -0.004 -0.043 -0.157 -0.034 -0.047 -0.015 | -| omega_p | 0.000 0.000 -0.000 0.000 0.001 -0.000 -0.000 -0.000 -0.001 1.000 0.001 0.000 0.001 -0.000 0.000 0.000 -0.000 -0.000 -0.057 0.004 0.011 -0.000 -0.000 0.000 | -| bplus_2 | 0.061 0.018 -0.242 -0.013 -0.185 -0.655 0.064 -0.225 0.109 0.001 1.000 0.063 0.075 0.015 0.271 -0.044 0.097 0.003 -0.072 0.170 -0.243 -0.105 -0.145 -0.014 | -| p3770_s | -0.189 -0.043 -0.008 -0.012 -0.066 -0.162 -0.011 -0.009 -0.023 0.000 0.063 1.000 -0.010 0.036 0.088 -0.473 0.017 0.032 -0.002 0.001 0.026 0.097 0.019 -0.034 | -| phi_p | 0.004 0.026 -0.023 -0.004 0.011 -0.022 -0.001 -0.017 0.611 0.001 0.075 -0.010 1.000 0.002 0.005 -0.004 -0.002 0.001 -0.110 0.110 -0.216 -0.012 -0.018 -0.008 | -| DDstar_s | 0.035 -0.016 0.000 0.054 0.062 -0.010 -0.004 0.028 0.001 -0.000 0.015 0.036 0.002 1.000 0.051 0.025 -0.002 -0.001 -0.002 0.004 -0.000 -0.008 0.001 0.027 | -| DDstar_p | 0.160 -0.215 -0.064 0.006 -0.069 -0.042 -0.165 -0.176 -0.016 0.000 0.271 0.088 0.005 0.051 1.000 -0.116 0.009 0.008 -0.042 0.093 0.006 -0.156 -0.087 -0.032 | -| psi2s_p | 0.057 0.029 -0.016 -0.153 -0.002 0.216 0.008 -0.078 -0.010 0.000 -0.044 -0.473 -0.004 0.025 -0.116 1.000 0.036 0.029 -0.005 0.007 0.007 0.042 -0.045 -0.216 | -| p4415_s | -0.057 -0.087 -0.016 -0.077 -0.001 0.191 0.052 -0.149 -0.013 -0.000 0.097 0.017 -0.002 -0.002 0.009 0.036 1.000 -0.002 -0.011 0.023 0.014 0.176 0.318 0.016 | -| Dbar_s | 0.035 -0.004 0.001 0.032 0.049 -0.000 0.025 0.016 0.000 -0.000 0.003 0.032 0.001 -0.001 0.008 0.029 -0.002 1.000 0.000 -0.000 0.000 -0.006 -0.001 0.020 | -| omega_s | -0.001 -0.181 0.208 0.005 -0.005 0.006 -0.020 0.004 -0.004 -0.057 -0.072 -0.002 -0.110 -0.002 -0.042 -0.005 -0.011 0.000 1.000 -0.510 0.160 -0.005 -0.005 0.000 | -| rho_s | 0.001 0.359 -0.424 -0.012 -0.005 -0.033 0.039 -0.017 -0.043 0.004 0.170 0.001 0.110 0.004 0.093 0.007 0.023 -0.000 -0.510 1.000 0.102 0.006 0.002 -0.003 | -| rho_p | -0.012 -0.001 -0.017 -0.002 -0.073 0.103 0.031 0.052 -0.157 0.011 -0.243 0.026 -0.216 -0.000 0.006 0.007 0.014 0.000 0.160 0.102 1.000 0.047 0.069 0.014 | -| p4040_s | -0.180 0.032 -0.036 -0.530 0.016 0.363 -0.062 -0.186 -0.034 -0.000 -0.105 0.097 -0.012 -0.008 -0.156 0.042 0.176 -0.006 -0.005 0.006 0.047 1.000 0.047 -0.223 | -| p4160_s | -0.069 0.017 -0.032 -0.160 -0.011 0.276 -0.062 -0.133 -0.047 -0.000 -0.145 0.019 -0.018 0.001 -0.087 -0.045 0.318 -0.001 -0.005 0.002 0.069 0.047 1.000 0.324 | -| p4040_p | 0.119 0.062 -0.028 0.164 -0.102 -0.210 -0.085 0.147 -0.015 0.000 -0.014 -0.034 -0.008 0.027 -0.032 -0.216 0.016 0.020 0.000 -0.003 0.014 -0.223 0.324 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09694853699388872}), (, {'error': 0.060713327646467086}), (, {'error': 0.03252589527286487}), (, {'error': 0.09328381050120438}), (, {'error': 0.024254592091648597}), (, {'error': 0.20507147780699508}), (, {'error': 0.3244044999112705}), (, {'error': 0.14226560413415168}), (, {'error': 1.0982484837622568}), (, {'error': 0.06033324026328035}), (, {'error': 0.08647605153448712}), (, {'error': 0.2231968562354547}), (, {'error': 0.17532065314777912}), (, {'error': 0.02838973461313174}), (, {'error': 0.3394086786459902}), (, {'error': 0.031036169295858507}), (, {'error': 0.1935425425204812}), (, {'error': 0.020688216331026688}), (, {'error': 1.0131202673345272}), (, {'error': 0.3437770776113217}), (, {'error': 0.3804709310299321}), (, {'error': 0.17902708943918522}), (, {'error': 0.17310610276807892}), (, {'error': 0.22817311728415923})]) -Toy 7/25 -Time taken: 35 min, 18 s -Projected time left: 1 h, 30 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1233 (1233 total) | -| EDM = 3.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297360.68487604323 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.64 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | 0.466 | 0.019 | | | -2 | 2 | | -| 3 | p4160_p | -2.02 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.572 | 0.027 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.64 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -4.31 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.18 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.99 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | 5.89 | 0.23 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.910 | 0.032 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.80 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.95 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.37 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.145 0.031 0.237 0.084 -0.245 0.336 0.002 0.004 -0.002 -0.140 -0.193 0.001 0.020 0.277 0.018 0.004 0.028 -0.009 0.031 -0.012 -0.172 -0.057 0.172 | -| bplus_1 | 0.145 1.000 -0.844 0.048 0.105 -0.200 0.178 -0.001 0.012 0.010 -0.326 0.077 -0.009 -0.005 0.366 0.035 -0.005 -0.002 0.063 -0.166 0.034 -0.044 -0.064 0.012 | -| bplus_0 | 0.031 -0.844 1.000 0.011 -0.068 -0.013 0.031 -0.001 -0.007 -0.013 0.020 0.045 0.023 0.001 0.013 -0.007 0.001 0.001 -0.092 0.256 -0.037 0.019 0.035 0.017 | -| p4160_p | 0.237 0.048 0.011 1.000 -0.001 -0.415 0.045 -0.005 0.007 -0.001 -0.143 0.036 0.000 0.034 0.258 -0.114 0.014 0.021 0.003 0.003 -0.010 -0.541 -0.114 0.208 | -| jpsi_p | 0.084 0.105 -0.068 -0.001 1.000 0.216 0.222 0.002 0.014 -0.006 0.106 -0.026 -0.020 0.055 0.222 -0.031 -0.000 0.043 0.004 0.007 -0.045 -0.040 -0.055 -0.079 | -| Ctt | -0.245 -0.200 -0.013 -0.415 0.216 1.000 -0.318 -0.006 -0.046 0.000 0.726 -0.220 -0.011 0.002 -0.085 0.169 -0.005 0.008 -0.031 0.012 0.040 0.346 0.198 -0.310 | -| Dbar_p | 0.336 0.178 0.031 0.045 0.222 -0.318 1.000 0.003 -0.009 -0.002 -0.078 -0.025 0.004 0.005 -0.111 -0.030 -0.004 0.019 -0.022 0.047 0.007 -0.124 -0.126 -0.057 | -| p4415_p | 0.002 -0.001 -0.001 -0.005 0.002 -0.006 0.003 1.000 0.001 0.000 -0.002 0.001 0.000 -0.001 0.003 0.003 -0.015 -0.000 0.001 -0.001 -0.001 -0.000 -0.008 -0.004 | -| phi_s | 0.004 0.012 -0.007 0.007 0.014 -0.046 -0.009 0.001 1.000 0.004 -0.104 -0.010 0.615 -0.000 0.010 -0.003 -0.001 -0.000 -0.009 0.046 0.050 -0.025 -0.032 -0.003 | -| omega_p | -0.002 0.010 -0.013 -0.001 -0.006 0.000 -0.002 0.000 0.004 1.000 0.003 -0.001 -0.002 0.000 -0.004 -0.001 0.000 0.000 0.144 -0.020 0.012 0.000 0.001 -0.000 | -| bplus_2 | -0.140 -0.326 0.020 -0.143 0.106 0.726 -0.078 -0.002 -0.104 0.003 1.000 -0.137 -0.006 0.008 -0.267 -0.008 0.008 0.006 -0.072 0.039 0.108 0.166 0.197 -0.089 | -| p3770_s | -0.193 0.077 0.045 0.036 -0.026 -0.220 -0.025 0.001 -0.010 -0.001 -0.137 1.000 0.001 0.023 0.179 -0.429 -0.000 0.023 -0.013 0.022 0.005 0.070 -0.011 -0.018 | -| phi_p | 0.001 -0.009 0.023 0.000 -0.020 -0.011 0.004 0.000 0.615 -0.002 -0.006 0.001 1.000 0.000 0.007 -0.002 -0.000 0.000 -0.060 0.051 0.044 -0.001 -0.002 -0.000 | -| DDstar_s | 0.020 -0.005 0.001 0.034 0.055 0.002 0.005 -0.001 -0.000 0.000 0.008 0.023 0.000 1.000 0.030 0.027 0.001 -0.001 -0.000 -0.000 0.000 0.007 0.011 0.023 | -| DDstar_p | 0.277 0.366 0.013 0.258 0.222 -0.085 -0.111 0.003 0.010 -0.004 -0.267 0.179 0.007 0.030 1.000 0.013 0.002 0.000 -0.019 0.067 -0.011 -0.158 -0.088 0.133 | -| psi2s_p | 0.018 0.035 -0.007 -0.114 -0.031 0.169 -0.030 0.003 -0.003 -0.001 -0.008 -0.429 -0.002 0.027 0.013 1.000 -0.005 0.025 -0.004 0.008 -0.001 -0.034 -0.119 -0.219 | -| p4415_s | 0.004 -0.005 0.001 0.014 -0.000 -0.005 -0.004 -0.015 -0.001 0.000 0.008 -0.000 -0.000 0.001 0.002 -0.005 1.000 0.001 -0.000 -0.000 0.001 -0.013 -0.013 0.006 | -| Dbar_s | 0.028 -0.002 0.001 0.021 0.043 0.008 0.019 -0.000 -0.000 0.000 0.006 0.023 0.000 -0.001 0.000 0.025 0.001 1.000 -0.001 0.000 0.000 0.000 0.004 0.017 | -| omega_s | -0.009 0.063 -0.092 0.003 0.004 -0.031 -0.022 0.001 -0.009 0.144 -0.072 -0.013 -0.060 -0.000 -0.019 -0.004 -0.000 -0.001 1.000 -0.362 0.193 -0.018 -0.024 -0.002 | -| rho_s | 0.031 -0.166 0.256 0.003 0.007 0.012 0.047 -0.001 0.046 -0.020 0.039 0.022 0.051 -0.000 0.067 0.008 -0.000 0.000 -0.362 1.000 0.119 0.014 0.019 0.003 | -| rho_p | -0.012 0.034 -0.037 -0.010 -0.045 0.040 0.007 -0.001 0.050 0.012 0.108 0.005 0.044 0.000 -0.011 -0.001 0.001 0.000 0.193 0.119 1.000 0.024 0.029 0.001 | -| p4040_s | -0.172 -0.044 0.019 -0.541 -0.040 0.346 -0.124 -0.000 -0.025 0.000 0.166 0.070 -0.001 0.007 -0.158 -0.034 -0.013 0.000 -0.018 0.014 0.024 1.000 -0.046 -0.240 | -| p4160_s | -0.057 -0.064 0.035 -0.114 -0.055 0.198 -0.126 -0.008 -0.032 0.001 0.197 -0.011 -0.002 0.011 -0.088 -0.119 -0.013 0.004 -0.024 0.019 0.029 -0.046 1.000 0.339 | -| p4040_p | 0.172 0.012 0.017 0.208 -0.079 -0.310 -0.057 -0.004 -0.003 -0.000 -0.089 -0.018 -0.000 0.023 0.133 -0.219 0.006 0.017 -0.002 0.003 0.001 -0.240 0.339 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10828998069947282}), (, {'error': 0.0409495286770406}), (, {'error': 0.019252444873924635}), (, {'error': 0.11218391353042634}), (, {'error': 0.026525323455691474}), (, {'error': 0.20856022993886447}), (, {'error': 0.2959371659368748}), (, {'error': 0.16837055791460553}), (, {'error': 0.9934444702939569}), (, {'error': 0.13403945476309342}), (, {'error': 0.0812809782172852}), (, {'error': 0.22858819011214715}), (, {'error': 0.22899612507973988}), (, {'error': 0.0189032148451507}), (, {'error': 0.31954316975585884}), (, {'error': 0.031578904254455864}), (, {'error': 0.02414032991753448}), (, {'error': 0.014842184563052363}), (, {'error': 0.8583348230069445}), (, {'error': 0.33675437438549394}), (, {'error': 0.3853611851601455}), (, {'error': 0.1681004777415112}), (, {'error': 0.15474767585279703}), (, {'error': 0.229104332233115})]) -Toy 8/25 -Time taken: 40 min, 14 s -Projected time left: 1 h, 25 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1366 (1366 total) | -| EDM = 0.00022 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297319.9944820961 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.97 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.92 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | -0.449 | 0.027 | | | -2 | 2 | | -| 3 | p4160_p | 3.82 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.11 | 0.18 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -5.6 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -2.30 | 0.26 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.09 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.55 | 0.24 | | |0.918861 | 4.08114 | | -| 12| phi_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -6.1 | 2.8 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.24 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.4 | 1.6 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.08 | 0.31 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.19 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.69 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.144 0.235 0.295 0.211 -0.087 0.141 0.259 0.019 0.013 -0.192 -0.106 0.000 -0.027 -0.235 0.180 -0.055 0.131 0.037 -0.099 0.003 0.084 0.076 0.282 | -| bplus_1 | -0.144 1.000 -0.911 -0.244 -0.143 -0.067 -0.210 -0.235 -0.054 -0.048 0.451 -0.069 -0.004 0.130 0.249 -0.132 0.103 0.021 -0.135 0.344 -0.101 -0.062 -0.046 -0.170 | -| bplus_0 | 0.235 -0.911 1.000 0.508 0.378 -0.042 0.392 0.476 0.071 0.055 -0.631 0.158 0.003 -0.264 -0.517 0.283 -0.191 -0.051 0.155 -0.394 0.074 0.137 0.081 0.368 | -| p4160_p | 0.295 -0.244 0.508 1.000 0.721 -0.460 0.604 0.735 0.045 0.039 -0.400 0.265 0.001 -0.225 -0.795 0.412 0.005 0.090 0.094 -0.221 0.023 0.152 0.200 0.595 | -| jpsi_p | 0.211 -0.143 0.378 0.721 1.000 -0.500 0.644 0.672 0.029 0.028 -0.258 0.345 0.000 -0.246 -0.839 0.502 -0.005 0.121 0.070 -0.170 0.012 0.412 0.289 0.528 | -| Ctt | -0.087 -0.067 -0.042 -0.460 -0.500 1.000 -0.590 -0.385 -0.037 -0.006 -0.219 -0.108 0.001 0.136 0.524 -0.038 0.093 -0.166 -0.017 0.018 0.062 -0.096 -0.046 -0.344 | -| Dbar_p | 0.141 -0.210 0.392 0.604 0.644 -0.590 1.000 0.609 0.030 0.031 -0.378 0.085 0.001 -0.284 -0.893 0.345 0.043 0.151 0.071 -0.163 0.023 0.414 0.308 0.357 | -| p4415_p | 0.259 -0.235 0.476 0.735 0.672 -0.385 0.609 1.000 0.034 0.038 -0.426 0.256 0.002 -0.242 -0.766 0.394 -0.078 0.061 0.090 -0.209 0.041 0.255 0.143 0.539 | -| phi_s | 0.019 -0.054 0.071 0.045 0.029 -0.037 0.030 0.034 1.000 0.049 0.034 0.005 0.098 -0.023 -0.049 0.026 -0.020 -0.008 0.077 -0.057 0.066 0.001 -0.010 0.030 | -| omega_p | 0.013 -0.048 0.055 0.039 0.028 -0.006 0.031 0.038 0.049 1.000 -0.056 0.015 0.008 -0.019 -0.042 0.022 -0.009 -0.001 0.808 0.055 0.007 0.017 0.013 0.029 | -| bplus_2 | -0.192 0.451 -0.631 -0.400 -0.258 -0.219 -0.378 -0.426 0.034 -0.056 1.000 -0.102 -0.006 0.207 0.419 -0.219 0.160 0.010 -0.116 0.297 -0.245 -0.149 -0.127 -0.280 | -| p3770_s | -0.106 -0.069 0.158 0.265 0.345 -0.108 0.085 0.256 0.005 0.015 -0.102 1.000 0.001 -0.058 -0.275 -0.014 0.014 0.020 0.034 -0.082 0.023 0.244 0.141 0.181 | -| phi_p | 0.000 -0.004 0.003 0.001 0.000 0.001 0.001 0.002 0.098 0.008 -0.006 0.001 1.000 -0.001 -0.001 0.001 -0.001 -0.000 0.007 -0.004 0.020 0.001 0.001 0.001 | -| DDstar_s | -0.027 0.130 -0.264 -0.225 -0.246 0.136 -0.284 -0.242 -0.023 -0.019 0.207 -0.058 -0.001 1.000 0.313 -0.155 -0.011 -0.045 -0.049 0.116 -0.015 -0.168 -0.124 -0.148 | -| DDstar_p | -0.235 0.249 -0.517 -0.795 -0.839 0.524 -0.893 -0.766 -0.049 -0.042 0.419 -0.275 -0.001 0.313 1.000 -0.515 -0.014 -0.108 -0.097 0.220 -0.017 -0.478 -0.354 -0.554 | -| psi2s_p | 0.180 -0.132 0.283 0.412 0.502 -0.038 0.345 0.394 0.026 0.022 -0.219 -0.014 0.001 -0.155 -0.515 1.000 0.011 0.055 0.052 -0.121 0.008 0.240 0.158 0.251 | -| p4415_s | -0.055 0.103 -0.191 0.005 -0.005 0.093 0.043 -0.078 -0.020 -0.009 0.160 0.014 -0.001 -0.011 -0.014 0.011 1.000 0.012 -0.031 0.079 -0.006 0.131 0.244 0.007 | -| Dbar_s | 0.131 0.021 -0.051 0.090 0.121 -0.166 0.151 0.061 -0.008 -0.001 0.010 0.020 -0.000 -0.045 -0.108 0.055 0.012 1.000 -0.009 0.025 0.001 0.024 0.017 0.053 | -| omega_s | 0.037 -0.135 0.155 0.094 0.070 -0.017 0.071 0.090 0.077 0.808 -0.116 0.034 0.007 -0.049 -0.097 0.052 -0.031 -0.009 1.000 -0.258 0.041 0.031 0.020 0.070 | -| rho_s | -0.099 0.344 -0.394 -0.221 -0.170 0.018 -0.163 -0.209 -0.057 0.055 0.297 -0.082 -0.004 0.116 0.220 -0.121 0.079 0.025 -0.258 1.000 0.070 -0.066 -0.044 -0.165 | -| rho_p | 0.003 -0.101 0.074 0.023 0.012 0.062 0.023 0.041 0.066 0.007 -0.245 0.023 0.020 -0.015 -0.017 0.008 -0.006 0.001 0.041 0.070 1.000 0.030 0.038 0.021 | -| p4040_s | 0.084 -0.062 0.137 0.152 0.412 -0.096 0.414 0.255 0.001 0.017 -0.149 0.244 0.001 -0.168 -0.478 0.240 0.131 0.024 0.031 -0.066 0.030 1.000 0.250 0.148 | -| p4160_s | 0.076 -0.046 0.081 0.200 0.289 -0.046 0.308 0.143 -0.010 0.013 -0.127 0.141 0.001 -0.124 -0.354 0.158 0.244 0.017 0.020 -0.044 0.038 0.250 1.000 0.408 | -| p4040_p | 0.282 -0.170 0.368 0.595 0.528 -0.344 0.357 0.539 0.030 0.029 -0.280 0.181 0.001 -0.148 -0.554 0.251 0.007 0.053 0.070 -0.165 0.021 0.148 0.408 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10704556497287787}), (, {'error': 0.04147966807582426}), (, {'error': 0.027138388020595983}), (, {'error': 0.15846090474293817}), (, {'error': 0.04449454946191933}), (, {'error': 0.17955140118166257}), (, {'error': 0.7621198960666837}), (, {'error': 0.2550161890138527}), (, {'error': 0.8460559798809459}), (, {'error': 0.3435368209144083}), (, {'error': 0.08432074130131006}), (, {'error': 0.2386197205202536}), (, {'error': 0.05210226479237123}), (, {'error': 0.05320720598484145}), (, {'error': 2.7567903883484886}), (, {'error': 0.03667404483209058}), (, {'error': 0.17902296391626615}), (, {'error': 0.06795698470228098}), (, {'error': 1.619628179249022}), (, {'error': 0.31185163793688725}), (, {'error': 0.33903776496394133}), (, {'error': 0.1742793191033808}), (, {'error': 0.16538125059026676}), (, {'error': 0.1856130030584362})]) -Toy 9/25 -Time taken: 45 min, 38 s -Projected time left: 1 h, 21 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1643 (1643 total) | -| EDM = 7.01E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297094.9428982519 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 2 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 3 | p4160_p | 4.13 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.684 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.47 | 0.20 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.99 | 0.19 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -5.81 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.27 | 0.09 | | | -2 | 2 | | -| 11| p3770_s | 3.33 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | 6.01 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.883 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.11 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.96 | 0.18 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 4.03 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.125 0.030 0.184 0.071 -0.257 0.360 0.037 -0.002 0.003 0.084 -0.248 -0.004 0.039 0.175 -0.012 -0.065 0.045 0.003 0.012 -0.009 -0.155 -0.072 0.150 | -| bplus_1 | -0.125 1.000 -0.919 0.030 -0.065 0.075 -0.088 0.109 -0.086 0.159 -0.056 -0.035 0.010 -0.014 -0.201 0.023 -0.047 -0.004 0.018 0.354 -0.013 0.039 0.002 0.036 | -| bplus_0 | 0.030 -0.919 1.000 0.000 0.083 0.040 -0.048 -0.010 0.095 -0.187 -0.166 -0.017 -0.016 -0.000 -0.084 -0.019 -0.031 0.001 -0.020 -0.419 -0.003 -0.038 -0.030 -0.017 | -| p4160_p | 0.184 0.030 0.000 1.000 -0.043 -0.332 0.031 0.263 -0.003 -0.004 -0.014 -0.050 -0.001 0.060 0.048 -0.158 -0.006 0.039 0.001 -0.009 0.003 -0.527 -0.175 0.245 | -| jpsi_p | 0.071 -0.065 0.083 -0.043 1.000 0.187 0.292 -0.017 0.002 -0.010 -0.137 -0.051 -0.030 0.070 -0.023 -0.010 -0.010 0.060 0.015 0.017 -0.084 -0.022 -0.020 -0.089 | -| Ctt | -0.257 0.075 0.040 -0.332 0.187 1.000 -0.332 -0.023 -0.033 -0.005 -0.657 -0.104 0.008 -0.010 -0.041 0.214 0.209 0.001 -0.005 -0.054 0.113 0.350 0.289 -0.260 | -| Dbar_p | 0.360 -0.088 -0.048 0.031 0.292 -0.332 1.000 -0.076 -0.017 0.023 0.056 -0.030 0.007 -0.004 -0.172 0.012 0.022 0.032 0.001 0.040 0.034 -0.090 -0.050 -0.050 | -| p4415_p | 0.037 0.109 -0.010 0.263 -0.017 -0.023 -0.076 1.000 -0.015 -0.005 -0.239 -0.029 0.006 0.027 -0.114 -0.085 -0.135 0.016 -0.002 -0.031 0.054 -0.200 -0.223 0.139 | -| phi_s | -0.002 -0.086 0.095 -0.003 0.002 -0.033 -0.017 -0.015 1.000 -0.019 0.051 -0.014 0.633 0.000 -0.014 -0.007 -0.011 0.000 -0.016 -0.063 0.100 -0.019 -0.024 -0.005 | -| omega_p | 0.003 0.159 -0.187 -0.004 -0.010 -0.005 0.023 -0.005 -0.019 1.000 0.036 0.004 0.008 0.002 0.040 0.003 0.011 0.000 -0.568 0.492 -0.017 0.007 0.008 -0.001 | -| bplus_2 | 0.084 -0.056 -0.166 -0.014 -0.137 -0.657 0.056 -0.239 0.051 0.036 1.000 0.045 -0.031 0.013 0.271 -0.038 0.043 0.003 0.016 0.174 -0.276 -0.122 -0.137 0.008 | -| p3770_s | -0.248 -0.035 -0.017 -0.050 -0.051 -0.104 -0.030 -0.029 -0.014 0.004 0.045 1.000 0.003 0.036 0.088 -0.430 0.024 0.034 0.001 0.000 0.032 0.106 0.031 -0.085 | -| phi_p | -0.004 0.010 -0.016 -0.001 -0.030 0.008 0.007 0.006 0.633 0.008 -0.031 0.003 1.000 0.001 0.000 -0.001 0.004 0.001 0.012 -0.012 0.102 0.008 0.009 0.000 | -| DDstar_s | 0.039 -0.014 -0.000 0.060 0.070 -0.010 -0.004 0.027 0.000 0.002 0.013 0.036 0.001 1.000 0.056 0.030 -0.004 -0.002 0.000 0.004 -0.001 -0.003 0.002 0.036 | -| DDstar_p | 0.175 -0.201 -0.084 0.048 -0.023 -0.041 -0.172 -0.114 -0.014 0.040 0.271 0.088 0.000 0.056 1.000 -0.090 -0.044 0.007 0.006 0.102 0.001 -0.154 -0.070 0.030 | -| psi2s_p | -0.012 0.023 -0.019 -0.158 -0.010 0.214 0.012 -0.085 -0.007 0.003 -0.038 -0.430 -0.001 0.030 -0.090 1.000 0.025 0.035 0.002 0.008 0.007 -0.001 -0.036 -0.217 | -| p4415_s | -0.065 -0.047 -0.031 -0.006 -0.010 0.209 0.022 -0.135 -0.011 0.011 0.043 0.024 0.004 -0.004 -0.044 0.025 1.000 -0.002 0.000 0.018 0.026 0.166 0.290 0.015 | -| Dbar_s | 0.045 -0.004 0.001 0.039 0.060 0.001 0.032 0.016 0.000 0.000 0.003 0.034 0.001 -0.002 0.007 0.035 -0.002 1.000 -0.000 -0.000 0.000 -0.004 -0.001 0.028 | -| omega_s | 0.003 0.018 -0.020 0.001 0.015 -0.005 0.001 -0.002 -0.016 -0.568 0.016 0.001 0.012 0.000 0.006 0.002 0.000 -0.000 1.000 0.023 -0.050 -0.002 -0.002 0.001 | -| rho_s | 0.012 0.354 -0.419 -0.009 0.017 -0.054 0.040 -0.031 -0.063 0.492 0.174 0.000 -0.012 0.004 0.102 0.008 0.018 -0.000 0.023 1.000 -0.001 -0.004 -0.006 -0.004 | -| rho_p | -0.009 -0.013 -0.003 0.003 -0.084 0.113 0.034 0.054 0.100 -0.017 -0.276 0.032 0.102 -0.001 0.001 0.007 0.026 0.000 -0.050 -0.001 1.000 0.058 0.074 0.008 | -| p4040_s | -0.155 0.039 -0.038 -0.527 -0.022 0.350 -0.090 -0.200 -0.019 0.007 -0.122 0.106 0.008 -0.003 -0.154 -0.001 0.166 -0.004 -0.002 -0.004 0.058 1.000 0.155 -0.208 | -| p4160_s | -0.072 0.002 -0.030 -0.175 -0.020 0.289 -0.050 -0.223 -0.024 0.008 -0.137 0.031 0.009 0.002 -0.070 -0.036 0.290 -0.001 -0.002 -0.006 0.074 0.155 1.000 0.272 | -| p4040_p | 0.150 0.036 -0.017 0.245 -0.089 -0.260 -0.050 0.139 -0.005 -0.001 0.008 -0.085 0.000 0.036 0.030 -0.217 0.015 0.028 0.001 -0.004 0.008 -0.208 0.272 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09937038710491741}), (, {'error': 0.06301354343465837}), (, {'error': 0.03338726685976534}), (, {'error': 0.09308981884294987}), (, {'error': 0.024520401734683617}), (, {'error': 0.2020635161092369}), (, {'error': 0.3496802429614496}), (, {'error': 0.19435116607519687}), (, {'error': 1.1048119585365175}), (, {'error': 0.25147012413057634}), (, {'error': 0.08859223333190336}), (, {'error': 0.23403522682325928}), (, {'error': 0.22496011613481137}), (, {'error': 0.031785861681542266}), (, {'error': 0.35049193649974564}), (, {'error': 0.030861361014696165}), (, {'error': 0.19521842686866026}), (, {'error': 0.024080796515501574}), (, {'error': 4.050758446431392}), (, {'error': 0.34749714721258795}), (, {'error': 0.7940710725600426}), (, {'error': 0.17518140057117892}), (, {'error': 0.17414924518058306}), (, {'error': 0.1918934438909412})]) -Toy 10/25 -Time taken: 51 min, 54 s -Projected time left: 1 h, 17 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1778 (1778 total) | -| EDM = 1.42E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297592.5113628579 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -6.283 | 0.019 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | 0.450 | 0.019 | | | -2 | 2 | | -| 3 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.606 | 0.028 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.18 | 0.15 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.1 | 2.6 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -0.26 | 0.37 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.15 | 0.07 | | | -2 | 2 | | -| 11| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 12| phi_p | -5.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 6.07 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.961 | 0.029 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.13 | 0.32 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.011 | | | -0.3 | 0.3 | | -| 18| omega_s | 4.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.12 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 2.49 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.000 -0.001 0.000 -0.009 0.010 0.010 0.001 0.000 0.000 0.005 -0.001 0.000 0.000 -0.010 0.004 -0.003 0.000 -0.000 -0.000 0.000 0.006 -0.000 -0.007 | -| bplus_1 | -0.000 1.000 -0.954 0.000 0.067 -0.144 -0.047 0.015 -0.008 0.055 -0.276 -0.001 -0.019 -0.026 0.048 0.026 -0.078 -0.012 0.076 -0.243 0.039 0.027 -0.001 -0.004 | -| bplus_0 | -0.001 -0.954 1.000 -0.001 0.057 0.017 -0.010 -0.006 0.000 -0.057 0.075 -0.000 0.011 -0.002 0.002 0.040 0.024 -0.002 -0.079 0.269 -0.040 -0.003 0.000 0.055 | -| p4160_p | 0.000 0.000 -0.001 1.000 -0.001 0.001 0.001 -0.000 0.000 0.000 -0.002 -0.000 0.000 -0.000 -0.004 0.001 0.002 -0.000 0.000 -0.000 -0.000 0.009 -0.001 0.003 | -| jpsi_p | -0.009 0.067 0.057 -0.001 1.000 -0.369 -0.321 -0.009 -0.073 -0.010 -0.237 -0.000 -0.067 0.009 0.459 0.234 0.057 -0.005 -0.012 0.019 0.002 -0.150 0.009 0.109 | -| Ctt | 0.010 -0.144 0.017 0.001 -0.369 1.000 0.019 -0.003 -0.014 -0.003 0.752 0.002 0.002 0.003 -0.131 0.128 -0.029 0.022 -0.040 0.037 0.024 0.355 -0.010 0.058 | -| Dbar_p | 0.010 -0.047 -0.010 0.001 -0.321 0.019 1.000 0.004 -0.003 -0.001 0.086 -0.001 -0.005 -0.002 -0.021 -0.255 -0.026 0.006 0.002 -0.006 0.000 0.109 -0.006 -0.074 | -| p4415_p | 0.001 0.015 -0.006 -0.000 -0.009 -0.003 0.004 1.000 0.004 0.000 -0.039 -0.000 0.002 -0.002 -0.025 0.003 -0.214 -0.001 0.003 -0.003 -0.002 0.031 -0.001 0.007 | -| phi_s | 0.000 -0.008 0.000 0.000 -0.073 -0.014 -0.003 0.004 1.000 0.048 -0.079 0.000 0.958 -0.000 0.009 -0.025 -0.017 0.001 -0.033 -0.008 -0.048 0.007 -0.000 -0.029 | -| omega_p | 0.000 0.055 -0.057 0.000 -0.010 -0.003 -0.001 0.000 0.048 1.000 0.000 -0.000 0.038 0.001 0.002 -0.005 0.000 0.001 0.529 -0.231 0.024 -0.001 0.000 -0.004 | -| bplus_2 | 0.005 -0.276 0.075 -0.002 -0.237 0.752 0.086 -0.039 -0.079 0.000 1.000 0.001 -0.043 0.015 -0.101 0.009 0.165 0.006 -0.076 0.074 0.058 0.071 -0.002 0.100 | -| p3770_s | -0.001 -0.001 -0.000 -0.000 -0.000 0.002 -0.001 -0.000 0.000 -0.000 0.001 1.000 0.000 -0.000 0.001 0.006 0.001 -0.000 0.000 -0.000 -0.000 -0.002 0.000 0.000 | -| phi_p | 0.000 -0.019 0.011 0.000 -0.067 0.002 -0.005 0.002 0.958 0.038 -0.043 0.000 1.000 -0.000 0.009 -0.019 -0.010 0.000 -0.048 0.008 -0.055 0.007 -0.000 -0.019 | -| DDstar_s | 0.000 -0.026 -0.002 -0.000 0.009 0.003 -0.002 -0.002 -0.000 0.001 0.015 -0.000 -0.000 1.000 0.006 0.008 0.008 -0.001 0.001 -0.005 0.000 -0.002 -0.000 0.013 | -| DDstar_p | -0.010 0.048 0.002 -0.004 0.459 -0.131 -0.021 -0.025 0.009 0.002 -0.101 0.001 0.009 0.006 1.000 0.306 0.124 -0.003 0.001 0.002 -0.003 -0.190 0.011 0.241 | -| psi2s_p | 0.004 0.026 0.040 0.001 0.234 0.128 -0.255 0.003 -0.025 -0.005 0.009 0.006 -0.019 0.008 0.306 1.000 -0.011 0.009 -0.015 0.024 0.004 0.118 0.003 -0.014 | -| p4415_s | -0.003 -0.078 0.024 0.002 0.057 -0.029 -0.026 -0.214 -0.017 0.000 0.165 0.001 -0.010 0.008 0.124 -0.011 1.000 0.005 -0.012 0.010 0.010 -0.137 0.007 -0.052 | -| Dbar_s | 0.000 -0.012 -0.002 -0.000 -0.005 0.022 0.006 -0.001 0.001 0.001 0.006 -0.000 0.000 -0.001 -0.003 0.009 0.005 1.000 0.001 -0.003 -0.000 -0.005 -0.000 0.008 | -| omega_s | -0.000 0.076 -0.079 0.000 -0.012 -0.040 0.002 0.003 -0.033 0.529 -0.076 0.000 -0.048 0.001 0.001 -0.015 -0.012 0.001 1.000 -0.422 0.145 -0.005 0.000 -0.023 | -| rho_s | -0.000 -0.243 0.269 -0.000 0.019 0.037 -0.006 -0.003 -0.008 -0.231 0.074 -0.000 0.008 -0.005 0.002 0.024 0.010 -0.003 -0.422 1.000 -0.006 0.009 -0.000 0.032 | -| rho_p | 0.000 0.039 -0.040 -0.000 0.002 0.024 0.000 -0.002 -0.048 0.024 0.058 -0.000 -0.055 0.000 -0.003 0.004 0.010 -0.000 0.145 -0.006 1.000 0.001 -0.000 0.012 | -| p4040_s | 0.006 0.027 -0.003 0.009 -0.150 0.355 0.109 0.031 0.007 -0.001 0.071 -0.002 0.007 -0.002 -0.190 0.118 -0.137 -0.005 -0.005 0.009 0.001 1.000 -0.003 -0.158 | -| p4160_s | -0.000 -0.001 0.000 -0.001 0.009 -0.010 -0.006 -0.001 -0.000 0.000 -0.002 0.000 -0.000 -0.000 0.011 0.003 0.007 -0.000 0.000 -0.000 -0.000 -0.003 1.000 -0.006 | -| p4040_p | -0.007 -0.004 0.055 0.003 0.109 0.058 -0.074 0.007 -0.029 -0.004 0.100 0.000 -0.019 0.013 0.241 -0.014 -0.052 0.008 -0.023 0.032 0.012 -0.158 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018606333021758736}), (, {'error': 0.036041178834598564}), (, {'error': 0.019092257121017475}), (, {'error': 0.010738733525337274}), (, {'error': 0.028016308661467537}), (, {'error': 0.15369703802341772}), (, {'error': 0.4242908794994058}), (, {'error': 0.1784971420193715}), (, {'error': 2.603580518931066}), (, {'error': 0.36597377067051706}), (, {'error': 0.0736502684839041}), (, {'error': 0.010260075803502189}), (, {'error': 0.6554063113391928}), (, {'error': 0.014134692431445106}), (, {'error': 0.29742899593306316}), (, {'error': 0.028730694330917572}), (, {'error': 0.3179445118361672}), (, {'error': 0.010706905649165266}), (, {'error': 0.9477741564431783}), (, {'error': 0.3509260111242025}), (, {'error': 0.17360135088020723}), (, {'error': 0.16509197424472571}), (, {'error': 0.01045748279069686}), (, {'error': 0.1303935381654826})]) -Toy 11/25 -Time taken: 58 min, 12 s -Projected time left: 1 h, 13 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1386 (1386 total) | -| EDM = 0.000199 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297256.0484674184 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.87 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.906 | 0.023 | | | -2 | 2 | | -| 2 | bplus_0 | -0.449 | 0.011 | | | -2 | 2 | | -| 3 | p4160_p | -2.13 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.10 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -3.1 | 2.2 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 3.83 | 0.16 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 21.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 0.23 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.15 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.31 | 0.32 | | |0.918861 | 4.08114 | | -| 12| phi_p | -5.56 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 0.19 | 1.53 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.64 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.20 | 0.16 | | | -0.3 | 0.3 | | -| 18| omega_s | 7.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.17 | 0.30 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.03 | 0.19 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.43 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.52 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.191 -0.178 0.309 0.245 0.358 -0.674 -0.134 0.000 -0.003 0.297 0.359 0.008 0.269 0.563 0.314 -0.193 0.385 -0.016 0.045 -0.011 -0.366 -0.222 0.444 | -| bplus_1 | -0.191 1.000 -0.519 0.092 0.024 -0.116 0.256 0.222 -0.004 -0.007 -0.286 -0.146 0.016 -0.243 -0.297 -0.049 -0.064 -0.093 -0.024 0.039 -0.028 0.121 0.079 -0.027 | -| bplus_0 | -0.178 -0.519 1.000 0.084 -0.023 -0.137 0.274 0.204 0.055 0.011 -0.273 -0.159 0.003 -0.237 -0.308 -0.060 -0.049 -0.112 0.064 -0.166 -0.040 0.113 0.072 -0.045 | -| p4160_p | 0.309 0.092 0.084 1.000 0.479 -0.118 -0.200 0.414 0.016 0.005 0.045 0.248 0.009 0.041 -0.037 0.214 -0.118 0.067 0.013 -0.026 -0.017 -0.326 -0.067 0.406 | -| jpsi_p | 0.245 0.024 -0.023 0.479 1.000 -0.096 -0.208 0.279 -0.012 0.002 0.176 0.337 -0.003 -0.045 -0.066 0.341 -0.084 0.033 0.001 -0.010 -0.000 -0.017 -0.016 0.345 | -| Ctt | 0.358 -0.116 -0.137 -0.118 -0.096 1.000 -0.680 -0.336 -0.027 0.001 -0.012 0.408 -0.008 0.286 0.685 0.379 -0.029 0.713 -0.009 0.027 0.045 -0.192 -0.119 0.154 | -| Dbar_p | -0.674 0.256 0.274 -0.200 -0.208 -0.680 1.000 0.371 0.000 0.004 -0.483 -0.677 -0.006 -0.362 -0.929 -0.382 0.240 -0.787 0.020 -0.066 0.011 0.515 0.353 -0.467 | -| p4415_p | -0.134 0.222 0.204 0.414 0.279 -0.336 0.371 1.000 -0.004 0.010 -0.287 -0.123 -0.004 -0.226 -0.539 -0.004 -0.029 -0.324 0.025 -0.062 0.023 0.155 0.134 0.120 | -| phi_s | 0.000 -0.004 0.055 0.016 -0.012 -0.027 0.000 -0.004 1.000 0.005 0.118 -0.008 0.635 -0.011 -0.011 0.004 -0.011 0.014 -0.022 0.011 -0.149 -0.018 -0.029 0.002 | -| omega_p | -0.003 -0.007 0.011 0.005 0.002 0.001 0.004 0.010 0.005 1.000 -0.027 0.001 -0.026 -0.007 -0.007 0.001 -0.001 -0.003 0.611 0.029 -0.006 0.006 0.007 0.003 | -| bplus_2 | 0.297 -0.286 -0.273 0.045 0.176 -0.012 -0.483 -0.287 0.118 -0.027 1.000 0.326 0.068 0.248 0.452 0.160 -0.007 0.372 -0.046 0.108 -0.236 -0.263 -0.241 0.187 | -| p3770_s | 0.359 -0.146 -0.159 0.248 0.337 0.408 -0.677 -0.123 -0.008 0.001 0.326 1.000 0.001 0.241 0.539 0.136 -0.147 0.549 -0.007 0.027 0.005 -0.231 -0.182 0.356 | -| phi_p | 0.008 0.016 0.003 0.009 -0.003 -0.008 -0.006 -0.004 0.635 -0.026 0.068 0.001 1.000 0.002 -0.001 0.006 -0.001 0.003 -0.102 0.101 -0.213 -0.010 -0.014 0.003 | -| DDstar_s | 0.269 -0.243 -0.237 0.041 -0.045 0.286 -0.362 -0.226 -0.011 -0.007 0.248 0.241 0.002 1.000 0.409 0.080 -0.112 0.383 -0.026 0.067 0.004 -0.261 -0.177 0.153 | -| DDstar_p | 0.563 -0.297 -0.308 -0.037 -0.066 0.685 -0.929 -0.539 -0.011 -0.007 0.452 0.539 -0.001 0.409 1.000 0.221 -0.216 0.795 -0.027 0.076 -0.002 -0.533 -0.377 0.297 | -| psi2s_p | 0.314 -0.049 -0.060 0.214 0.341 0.379 -0.382 -0.004 0.004 0.001 0.160 0.136 0.006 0.080 0.221 1.000 -0.069 0.281 -0.003 0.013 -0.007 -0.149 -0.131 0.188 | -| p4415_s | -0.193 -0.064 -0.049 -0.118 -0.084 -0.029 0.240 -0.029 -0.011 -0.001 -0.007 -0.147 -0.001 -0.112 -0.216 -0.069 1.000 -0.206 -0.007 0.012 0.011 0.257 0.356 -0.110 | -| Dbar_s | 0.385 -0.093 -0.112 0.067 0.033 0.713 -0.787 -0.324 0.014 -0.003 0.372 0.549 0.003 0.383 0.795 0.281 -0.206 1.000 -0.004 0.023 -0.031 -0.368 -0.242 0.358 | -| omega_s | -0.016 -0.024 0.064 0.013 0.001 -0.009 0.020 0.025 -0.022 0.611 -0.046 -0.007 -0.102 -0.026 -0.027 -0.003 -0.007 -0.004 1.000 -0.358 0.110 0.013 0.011 0.003 | -| rho_s | 0.045 0.039 -0.166 -0.026 -0.010 0.027 -0.066 -0.062 0.011 0.029 0.108 0.027 0.101 0.067 0.076 0.013 0.012 0.023 -0.358 1.000 0.127 -0.038 -0.032 0.001 | -| rho_p | -0.011 -0.028 -0.040 -0.017 -0.000 0.045 0.011 0.023 -0.149 -0.006 -0.236 0.005 -0.213 0.004 -0.002 -0.007 0.011 -0.031 0.110 0.127 1.000 0.037 0.053 -0.003 | -| p4040_s | -0.366 0.121 0.113 -0.326 -0.017 -0.192 0.515 0.155 -0.018 0.006 -0.263 -0.231 -0.010 -0.261 -0.533 -0.149 0.257 -0.368 0.013 -0.038 0.037 1.000 0.197 -0.297 | -| p4160_s | -0.222 0.079 0.072 -0.067 -0.016 -0.119 0.353 0.134 -0.029 0.007 -0.241 -0.182 -0.014 -0.177 -0.377 -0.131 0.356 -0.242 0.011 -0.032 0.053 0.197 1.000 0.134 | -| p4040_p | 0.444 -0.027 -0.045 0.406 0.345 0.154 -0.467 0.120 0.002 0.003 0.187 0.356 0.003 0.153 0.297 0.188 -0.110 0.358 0.003 0.001 -0.003 -0.297 0.134 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1666126992955359}), (, {'error': 0.022653303650986834}), (, {'error': 0.011251437468925318}), (, {'error': 0.1109340730586692}), (, {'error': 0.03179005962089443}), (, {'error': 0.2149785140801519}), (, {'error': 2.2156594307686714}), (, {'error': 0.16345750696045247}), (, {'error': 1.07466180445744}), (, {'error': 0.25016841107296184}), (, {'error': 0.07869763442919275}), (, {'error': 0.3151731003504341}), (, {'error': 0.1763443678480976}), (, {'error': 0.41506235998755214}), (, {'error': 1.5263848170114738}), (, {'error': 0.0355233227544387}), (, {'error': 0.18240070392753693}), (, {'error': 0.15623326563009546}), (, {'error': 1.223017237684418}), (, {'error': 0.2969883153605712}), (, {'error': 0.327949005424498}), (, {'error': 0.18758851721018155}), (, {'error': 0.1672157343265419}), (, {'error': 0.20875917810163847})]) -Toy 12/25 -Time taken: 1 h, 3 min -Projected time left: 1 h, 9 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=673 (673 total) | -| EDM = 0.000143 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297131.7247679859 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.81 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 1.00 | 0.07 | | | -2 | 2 | | -| 2 | bplus_0 | -0.54 | 0.04 | | | -2 | 2 | | -| 3 | p4160_p | 4.21 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.627 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.10 | 0.22 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.8 | 1.7 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.34 | 0.10 | | | -2 | 2 | | -| 11| p3770_s | 3.39 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | -5.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.885 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 18| omega_s | 8.4 | 1.5 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.69 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.72 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.21 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.091 -0.026 0.203 0.102 -0.262 0.377 0.003 -0.002 0.010 0.139 -0.176 -0.002 0.032 0.222 0.035 0.005 0.042 0.003 0.023 -0.005 -0.193 -0.085 0.164 | -| bplus_1 | -0.091 1.000 -0.931 -0.009 -0.072 0.070 -0.031 -0.002 -0.069 0.115 0.027 -0.025 -0.024 -0.005 -0.092 0.025 0.004 -0.002 0.026 0.252 -0.027 0.063 0.051 0.012 | -| bplus_0 | -0.026 -0.931 1.000 -0.007 0.050 0.080 -0.109 0.001 0.080 -0.133 -0.248 -0.049 0.030 0.001 -0.163 -0.029 0.001 0.001 -0.029 -0.297 0.028 -0.024 -0.021 -0.017 | -| p4160_p | 0.203 -0.009 -0.007 1.000 -0.036 -0.381 0.024 -0.004 -0.001 -0.000 0.120 0.025 -0.005 0.046 0.164 -0.134 0.019 0.028 0.001 0.003 -0.004 -0.537 -0.159 0.235 | -| jpsi_p | 0.102 -0.072 0.050 -0.036 1.000 0.232 0.251 0.001 -0.006 -0.012 -0.171 -0.041 -0.019 0.073 0.149 -0.018 -0.000 0.060 -0.007 -0.003 -0.015 -0.028 -0.023 -0.091 | -| Ctt | -0.262 0.070 0.080 -0.381 0.232 1.000 -0.361 -0.007 -0.017 -0.020 -0.733 -0.206 0.005 -0.007 -0.039 0.200 -0.006 0.003 -0.024 -0.037 0.022 0.377 0.265 -0.303 | -| Dbar_p | 0.377 -0.031 -0.109 0.024 0.251 -0.361 1.000 0.003 -0.019 0.021 0.104 -0.019 -0.004 0.004 -0.166 -0.035 -0.005 0.031 -0.001 0.052 0.002 -0.151 -0.123 -0.059 | -| p4415_p | 0.003 -0.002 0.001 -0.004 0.001 -0.007 0.003 1.000 0.001 0.000 0.004 0.001 0.000 -0.000 0.005 0.001 -0.021 -0.000 0.000 -0.000 -0.000 -0.002 -0.006 -0.003 | -| phi_s | -0.002 -0.069 0.080 -0.001 -0.006 -0.017 -0.019 0.001 1.000 0.043 0.056 -0.019 0.863 0.001 -0.012 -0.013 -0.001 0.001 0.016 -0.041 -0.027 -0.024 -0.027 -0.006 | -| omega_p | 0.010 0.115 -0.133 -0.000 -0.012 -0.020 0.021 0.000 0.043 1.000 0.059 0.003 0.036 0.001 0.040 -0.000 -0.001 0.000 0.778 0.536 -0.029 -0.005 -0.006 -0.001 | -| bplus_2 | 0.139 0.027 -0.248 0.120 -0.171 -0.733 0.104 0.004 0.056 0.059 1.000 0.135 0.011 0.003 0.269 -0.035 -0.012 0.000 0.064 0.091 -0.056 -0.205 -0.214 0.095 | -| p3770_s | -0.176 -0.025 -0.049 0.025 -0.041 -0.206 -0.019 0.001 -0.019 0.003 0.135 1.000 -0.011 0.036 0.166 -0.464 0.000 0.036 -0.007 0.018 0.002 0.056 -0.012 -0.020 | -| phi_p | -0.002 -0.024 0.030 -0.005 -0.019 0.005 -0.004 0.000 0.863 0.036 0.011 -0.011 1.000 0.002 -0.003 -0.009 -0.000 0.001 -0.015 -0.023 -0.039 -0.007 -0.008 -0.007 | -| DDstar_s | 0.032 -0.005 0.001 0.046 0.073 -0.007 0.004 -0.000 0.001 0.001 0.003 0.036 0.002 1.000 0.047 0.036 0.002 -0.002 0.001 0.000 -0.000 0.004 0.007 0.029 | -| DDstar_p | 0.222 -0.092 -0.163 0.164 0.149 -0.039 -0.166 0.005 -0.012 0.040 0.269 0.166 -0.003 0.047 1.000 -0.018 0.001 0.000 0.011 0.089 -0.009 -0.162 -0.092 0.098 | -| psi2s_p | 0.035 0.025 -0.029 -0.134 -0.018 0.200 -0.035 0.001 -0.013 -0.000 -0.035 -0.464 -0.009 0.036 -0.018 1.000 -0.006 0.036 -0.006 0.010 0.001 -0.023 -0.072 -0.209 | -| p4415_s | 0.005 0.004 0.001 0.019 -0.000 -0.006 -0.005 -0.021 -0.001 -0.001 -0.012 0.000 -0.000 0.002 0.001 -0.006 1.000 0.001 -0.001 -0.001 0.001 -0.017 -0.019 0.010 | -| Dbar_s | 0.042 -0.002 0.001 0.028 0.060 0.003 0.031 -0.000 0.001 0.000 0.000 0.036 0.001 -0.002 0.000 0.036 0.001 1.000 0.000 -0.000 0.000 -0.003 0.001 0.021 | -| omega_s | 0.003 0.026 -0.029 0.001 -0.007 -0.024 -0.001 0.000 0.016 0.778 0.064 -0.007 -0.015 0.001 0.011 -0.006 -0.001 0.000 1.000 0.178 -0.001 -0.015 -0.017 -0.002 | -| rho_s | 0.023 0.252 -0.297 0.003 -0.003 -0.037 0.052 -0.000 -0.041 0.536 0.091 0.018 -0.023 0.000 0.089 0.010 -0.001 -0.000 0.178 1.000 0.026 0.000 -0.000 0.003 | -| rho_p | -0.005 -0.027 0.028 -0.004 -0.015 0.022 0.002 -0.000 -0.027 -0.029 -0.056 0.002 -0.039 -0.000 -0.009 0.001 0.001 0.000 -0.001 0.026 1.000 0.012 0.014 -0.002 | -| p4040_s | -0.193 0.063 -0.024 -0.537 -0.028 0.377 -0.151 -0.002 -0.024 -0.005 -0.205 0.056 -0.007 0.004 -0.162 -0.023 -0.017 -0.003 -0.015 0.000 0.012 1.000 0.074 -0.240 | -| p4160_s | -0.085 0.051 -0.021 -0.159 -0.023 0.265 -0.123 -0.006 -0.027 -0.006 -0.214 -0.012 -0.008 0.007 -0.092 -0.072 -0.019 0.001 -0.017 -0.000 0.014 0.074 1.000 0.305 | -| p4040_p | 0.164 0.012 -0.017 0.235 -0.091 -0.303 -0.059 -0.003 -0.006 -0.001 0.095 -0.020 -0.007 0.029 0.098 -0.209 0.010 0.021 -0.002 0.003 -0.002 -0.240 0.305 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10163166333521456}), (, {'error': 0.0745359564370549}), (, {'error': 0.0411452504617279}), (, {'error': 0.12110429684596902}), (, {'error': 0.025030811235581485}), (, {'error': 0.2168545212404921}), (, {'error': 0.34015918253337674}), (, {'error': 0.13896873747813965}), (, {'error': 1.660667624036689}), (, {'error': 0.34148732408890003}), (, {'error': 0.10337508553690711}), (, {'error': 0.22862827757924808}), (, {'error': 0.3422486833094296}), (, {'error': 0.028689856721369644}), (, {'error': 0.33313808653461097}), (, {'error': 0.03093947446881451}), (, {'error': 0.036087543599611444}), (, {'error': 0.0231222578140671}), (, {'error': 1.5144771894528422}), (, {'error': 0.35893301716249304}), (, {'error': 0.1277867192334523}), (, {'error': 0.17209843445177853}), (, {'error': 0.16306596527902772}), (, {'error': 0.26456445398038175})]) -Toy 13/25 -Time taken: 1 h, 7 min -Projected time left: 1 h, 2 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1447 (1447 total) | -| EDM = 0.000138 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297088.1138751008 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.82 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.92 | 0.03 | | | -2 | 2 | | -| 2 | bplus_0 | -0.487 | 0.018 | | | -2 | 2 | | -| 3 | p4160_p | -2.16 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.68 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.51 | 0.26 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -0.015 | 4.076 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.10 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.8 | 1.6 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -5.08 | 0.23 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.30 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.8 | 0.4 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.28 | 0.35 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -0.29 | 1.13 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.22 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.13 | 0.23 | | | -0.3 | 0.3 | | -| 18| omega_s | 9.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.75 | 0.19 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.43 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.7 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.248 0.241 0.700 0.752 0.487 0.807 0.401 0.041 -0.053 0.256 0.615 0.024 0.369 0.640 0.689 -0.233 -0.639 0.006 -0.110 0.004 -0.408 -0.206 0.667 | -| bplus_1 | 0.248 1.000 -0.523 0.267 0.284 0.375 0.382 0.195 0.006 0.023 -0.033 0.301 0.014 0.111 0.395 0.305 -0.175 -0.435 0.010 0.027 -0.005 -0.179 -0.114 0.293 | -| bplus_0 | 0.241 -0.523 1.000 0.241 0.222 0.325 0.340 0.150 0.050 -0.126 -0.091 0.269 0.007 0.097 0.356 0.268 -0.164 -0.402 -0.005 -0.220 0.012 -0.186 -0.127 0.253 | -| p4160_p | 0.700 0.267 0.241 1.000 0.758 0.359 0.707 0.562 0.040 -0.053 0.253 0.653 0.022 0.287 0.466 0.616 -0.233 -0.655 0.006 -0.108 0.004 -0.580 -0.242 0.672 | -| jpsi_p | 0.752 0.284 0.222 0.758 1.000 0.488 0.848 0.436 0.030 -0.059 0.385 0.779 0.014 0.330 0.631 0.759 -0.252 -0.752 0.001 -0.115 0.004 -0.394 -0.230 0.697 | -| Ctt | 0.487 0.375 0.325 0.359 0.488 1.000 0.722 0.249 0.029 -0.066 -0.202 0.572 0.021 0.365 0.708 0.685 -0.035 -0.773 -0.005 -0.132 0.010 -0.090 -0.006 0.448 | -| Dbar_p | 0.807 0.382 0.340 0.707 0.848 0.722 1.000 0.386 0.055 -0.077 0.280 0.826 0.029 0.456 0.911 0.820 -0.237 -0.888 0.007 -0.151 0.006 -0.421 -0.240 0.726 | -| p4415_p | 0.401 0.195 0.150 0.562 0.436 0.249 0.386 1.000 0.013 -0.032 0.019 0.388 0.011 0.113 0.218 0.347 -0.246 -0.415 -0.004 -0.067 0.005 -0.349 -0.227 0.443 | -| phi_s | 0.041 0.006 0.050 0.040 0.030 0.029 0.055 0.013 1.000 0.069 0.081 0.040 0.861 0.022 0.047 0.043 -0.022 -0.060 0.012 -0.002 -0.001 -0.035 -0.033 0.037 | -| omega_p | -0.053 0.023 -0.126 -0.053 -0.059 -0.066 -0.077 -0.032 0.069 1.000 -0.002 -0.063 0.091 -0.023 -0.082 -0.060 0.033 0.089 0.464 0.648 -0.028 0.040 0.026 -0.058 | -| bplus_2 | 0.256 -0.033 -0.091 0.253 0.385 -0.202 0.280 0.019 0.081 -0.002 1.000 0.276 0.020 0.170 0.169 0.242 0.010 -0.215 0.049 -0.001 -0.020 -0.154 -0.149 0.225 | -| p3770_s | 0.615 0.301 0.269 0.653 0.779 0.572 0.826 0.388 0.040 -0.063 0.276 1.000 0.023 0.375 0.676 0.611 -0.201 -0.780 0.003 -0.125 0.006 -0.290 -0.173 0.632 | -| phi_p | 0.024 0.014 0.007 0.022 0.014 0.021 0.029 0.011 0.861 0.091 0.020 0.023 1.000 0.012 0.021 0.023 -0.007 -0.026 -0.006 0.025 -0.005 -0.013 -0.009 0.021 | -| DDstar_s | 0.369 0.111 0.097 0.287 0.330 0.365 0.456 0.113 0.022 -0.023 0.170 0.375 0.012 1.000 0.450 0.346 -0.117 -0.456 0.004 -0.047 0.002 -0.230 -0.132 0.313 | -| DDstar_p | 0.640 0.395 0.356 0.466 0.631 0.708 0.911 0.218 0.047 -0.082 0.169 0.676 0.021 0.450 1.000 0.675 -0.180 -0.818 0.003 -0.153 0.007 -0.354 -0.222 0.562 | -| psi2s_p | 0.689 0.305 0.268 0.616 0.759 0.685 0.820 0.347 0.043 -0.060 0.242 0.611 0.023 0.346 0.675 1.000 -0.193 -0.767 0.005 -0.120 0.005 -0.331 -0.210 0.578 | -| p4415_s | -0.233 -0.175 -0.164 -0.233 -0.252 -0.035 -0.237 -0.246 -0.022 0.033 0.010 -0.201 -0.007 -0.117 -0.180 -0.193 1.000 0.231 -0.003 0.061 -0.002 0.237 0.341 -0.172 | -| Dbar_s | -0.639 -0.435 -0.402 -0.655 -0.752 -0.773 -0.888 -0.415 -0.060 0.089 -0.215 -0.780 -0.026 -0.456 -0.818 -0.767 0.231 1.000 -0.007 0.169 -0.006 0.341 0.174 -0.708 | -| omega_s | 0.006 0.010 -0.005 0.006 0.001 -0.005 0.007 -0.004 0.012 0.464 0.049 0.003 -0.006 0.004 0.003 0.005 -0.003 -0.007 1.000 0.084 -0.004 -0.008 -0.011 0.003 | -| rho_s | -0.110 0.027 -0.220 -0.108 -0.115 -0.132 -0.151 -0.067 -0.002 0.648 -0.001 -0.125 0.025 -0.047 -0.153 -0.120 0.061 0.169 0.084 1.000 -0.012 0.075 0.047 -0.116 | -| rho_p | 0.004 -0.005 0.012 0.004 0.004 0.010 0.006 0.005 -0.001 -0.028 -0.020 0.006 -0.005 0.002 0.007 0.005 -0.002 -0.006 -0.004 -0.012 1.000 -0.001 0.002 0.005 | -| p4040_s | -0.408 -0.179 -0.186 -0.580 -0.394 -0.090 -0.421 -0.349 -0.035 0.040 -0.154 -0.290 -0.013 -0.230 -0.354 -0.331 0.237 0.341 -0.008 0.075 -0.001 1.000 0.102 -0.437 | -| p4160_s | -0.206 -0.114 -0.127 -0.242 -0.230 -0.006 -0.240 -0.227 -0.033 0.026 -0.149 -0.173 -0.009 -0.132 -0.222 -0.210 0.341 0.174 -0.011 0.047 0.002 0.102 1.000 0.041 | -| p4040_p | 0.667 0.293 0.253 0.672 0.697 0.448 0.726 0.443 0.037 -0.058 0.225 0.632 0.021 0.313 0.562 0.578 -0.172 -0.708 0.003 -0.116 0.005 -0.437 0.041 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19215543476729713}), (, {'error': 0.03429236461886864}), (, {'error': 0.01796101349570567}), (, {'error': 0.15917121119927713}), (, {'error': 0.05573636214278466}), (, {'error': 0.2616362433522008}), (, {'error': 4.075777403515051}), (, {'error': 0.19800820827873178}), (, {'error': 1.5869538095332718}), (, {'error': 0.22855066981457117}), (, {'error': 0.08457795182641914}), (, {'error': 0.42326033224630066}), (, {'error': 0.35006768125175025}), (, {'error': 0.36829223080179624}), (, {'error': 1.1286501873197876}), (, {'error': 0.0566744957018237}), (, {'error': 0.1969858470903092}), (, {'error': 0.22563009977076062}), (, {'error': 0.9969518164323352}), (, {'error': 0.3681607363165742}), (, {'error': 0.05039353076498543}), (, {'error': 0.18861463262888745}), (, {'error': 0.16906081634525472}), (, {'error': 0.3712041484538542})]) -Toy 14/25 -Time taken: 1 h, 13 min -Projected time left: 57 min, 45 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1260 (1260 total) | -| EDM = 4.73E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297289.54809267144 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.58 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.72 | 0.05 | | | -2 | 2 | | -| 2 | bplus_0 | -0.375 | 0.026 | | | -2 | 2 | | -| 3 | p4160_p | -1.95 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.575 | 0.024 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.71 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.23 | 0.23 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 22.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 0.17 | 0.32 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.32 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 3.31 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | -5.43 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 4.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.96 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.28 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.117 0.077 0.137 -0.059 -0.212 0.231 0.029 0.015 0.002 0.052 -0.321 0.000 0.046 0.078 -0.059 -0.071 0.065 0.009 -0.012 -0.025 -0.137 -0.054 0.112 | -| bplus_1 | -0.117 1.000 -0.923 0.121 0.027 0.099 -0.124 0.189 -0.139 -0.041 -0.120 0.016 0.046 -0.033 -0.278 0.085 -0.080 -0.015 -0.187 0.345 0.196 0.052 0.035 0.108 | -| bplus_0 | 0.077 -0.923 1.000 -0.024 0.101 0.015 0.002 -0.068 0.163 0.049 -0.104 -0.017 -0.044 0.008 0.030 -0.031 0.002 0.003 0.216 -0.398 -0.248 -0.048 -0.037 -0.048 | -| p4160_p | 0.137 0.121 -0.024 1.000 -0.042 -0.332 -0.060 0.323 0.009 0.003 -0.022 -0.021 0.001 0.046 -0.113 -0.102 -0.071 0.035 0.009 -0.006 -0.027 -0.483 -0.107 0.227 | -| jpsi_p | -0.059 0.027 0.101 -0.042 1.000 0.271 0.107 0.047 0.050 0.005 -0.235 -0.056 0.015 0.049 -0.252 0.024 0.001 0.063 0.008 0.020 -0.092 0.052 0.016 -0.078 | -| Ctt | -0.212 0.099 0.015 -0.332 0.271 1.000 -0.366 0.010 -0.070 -0.011 -0.660 -0.085 -0.023 -0.009 0.018 0.242 0.208 -0.015 -0.009 -0.079 0.100 0.345 0.265 -0.219 | -| Dbar_p | 0.231 -0.124 0.002 -0.060 0.107 -0.366 1.000 -0.116 -0.025 -0.006 0.059 -0.151 -0.004 -0.009 -0.264 -0.113 0.024 0.039 -0.016 0.009 0.047 -0.083 -0.083 -0.144 | -| p4415_p | 0.029 0.189 -0.068 0.323 0.047 0.010 -0.116 1.000 -0.037 -0.004 -0.249 0.011 -0.012 0.007 -0.202 -0.026 -0.137 0.005 -0.004 -0.031 0.043 -0.157 -0.129 0.171 | -| phi_s | 0.015 -0.139 0.163 0.009 0.050 -0.070 -0.025 -0.037 1.000 0.033 0.145 -0.018 0.480 0.000 -0.009 -0.005 -0.018 -0.001 0.033 0.032 -0.192 -0.044 -0.056 -0.008 | -| omega_p | 0.002 -0.041 0.049 0.003 0.005 -0.011 -0.006 -0.004 0.033 1.000 0.016 -0.001 -0.002 -0.000 -0.008 -0.001 -0.004 -0.000 0.568 0.137 -0.196 -0.007 -0.008 0.000 | -| bplus_2 | 0.052 -0.120 -0.104 -0.022 -0.235 -0.660 0.059 -0.249 0.145 0.016 1.000 0.036 0.077 0.024 0.252 -0.069 0.048 0.007 -0.022 0.242 -0.203 -0.133 -0.172 -0.010 | -| p3770_s | -0.321 0.016 -0.017 -0.021 -0.056 -0.085 -0.151 0.011 -0.018 -0.001 0.036 1.000 -0.008 0.029 -0.008 -0.376 0.015 0.027 0.000 -0.017 0.015 0.124 0.029 -0.046 | -| phi_p | 0.000 0.046 -0.044 0.001 0.015 -0.023 -0.004 -0.012 0.480 -0.002 0.077 -0.008 1.000 0.001 -0.001 -0.001 -0.004 0.000 -0.091 0.242 -0.135 -0.013 -0.019 -0.003 | -| DDstar_s | 0.046 -0.033 0.008 0.046 0.049 -0.009 -0.009 0.007 0.000 -0.000 0.024 0.029 0.001 1.000 0.052 0.013 -0.007 -0.002 -0.002 0.003 0.003 -0.014 -0.003 0.024 | -| DDstar_p | 0.078 -0.278 0.030 -0.113 -0.252 0.018 -0.264 -0.202 -0.009 -0.008 0.252 -0.008 -0.001 0.052 1.000 -0.183 -0.051 0.007 -0.025 0.048 0.034 -0.175 -0.109 -0.073 | -| psi2s_p | -0.059 0.085 -0.031 -0.102 0.024 0.242 -0.113 -0.026 -0.005 -0.001 -0.069 -0.376 -0.001 0.013 -0.183 1.000 0.027 0.026 -0.003 0.002 0.002 0.036 -0.037 -0.172 | -| p4415_s | -0.071 -0.080 0.002 -0.071 0.001 0.208 0.024 -0.137 -0.018 -0.004 0.048 0.015 -0.004 -0.007 -0.051 0.027 1.000 -0.001 -0.008 -0.001 0.029 0.178 0.323 0.012 | -| Dbar_s | 0.065 -0.015 0.003 0.035 0.063 -0.015 0.039 0.005 -0.001 -0.000 0.007 0.027 0.000 -0.002 0.007 0.026 -0.001 1.000 -0.001 -0.000 0.003 -0.010 -0.005 0.019 | -| omega_s | 0.009 -0.187 0.216 0.009 0.008 -0.009 -0.016 -0.004 0.033 0.568 -0.022 0.000 -0.091 -0.002 -0.025 -0.003 -0.008 -0.001 1.000 -0.335 -0.223 -0.012 -0.011 0.000 | -| rho_s | -0.012 0.345 -0.398 -0.006 0.020 -0.079 0.009 -0.031 0.032 0.137 0.242 -0.017 0.242 0.003 0.048 0.002 -0.001 -0.000 -0.335 1.000 0.039 -0.021 -0.037 -0.004 | -| rho_p | -0.025 0.196 -0.248 -0.027 -0.092 0.100 0.047 0.043 -0.192 -0.196 -0.203 0.015 -0.135 0.003 0.034 0.002 0.029 0.003 -0.223 0.039 1.000 0.061 0.077 -0.000 | -| p4040_s | -0.137 0.052 -0.048 -0.483 0.052 0.345 -0.083 -0.157 -0.044 -0.007 -0.133 0.124 -0.013 -0.014 -0.175 0.036 0.178 -0.010 -0.012 -0.021 0.061 1.000 0.064 -0.170 | -| p4160_s | -0.054 0.035 -0.037 -0.107 0.016 0.265 -0.083 -0.129 -0.056 -0.008 -0.172 0.029 -0.019 -0.003 -0.109 -0.037 0.323 -0.005 -0.011 -0.037 0.077 0.064 1.000 0.326 | -| p4040_p | 0.112 0.108 -0.048 0.227 -0.078 -0.219 -0.144 0.171 -0.008 0.000 -0.010 -0.046 -0.003 0.024 -0.073 -0.172 0.012 0.019 0.000 -0.004 -0.000 -0.170 0.326 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09316162435766628}), (, {'error': 0.05353270879693417}), (, {'error': 0.025839671465267}), (, {'error': 0.09372466513158306}), (, {'error': 0.024288087016375304}), (, {'error': 0.21442573058052694}), (, {'error': 0.34874271186531347}), (, {'error': 0.22618037037596572}), (, {'error': 1.0169244026861701}), (, {'error': 0.3158007672714742}), (, {'error': 0.07661763068776106}), (, {'error': 0.23391475233865666}), (, {'error': 0.14486060267815581}), (, {'error': 0.02983061884508642}), (, {'error': 0.3526016659282174}), (, {'error': 0.032217742744962585}), (, {'error': 0.19532860022908688}), (, {'error': 0.025326818559928937}), (, {'error': 1.2591339840183258}), (, {'error': 0.34603228242382233}), (, {'error': 0.32933173569548657}), (, {'error': 0.17457646586615305}), (, {'error': 0.16882634795503115}), (, {'error': 0.213620996029378})]) -Toy 15/25 -Time taken: 1 h, 19 min -Projected time left: 52 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1424 (1424 total) | -| EDM = 0.0129 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297319.7932683396 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.30 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.911 | 0.026 | | | -2 | 2 | | -| 2 | bplus_0 | 0.471 | 0.012 | | | -2 | 2 | | -| 3 | p4160_p | 4.08 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.59 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.20 | 0.15 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 6 | 11 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.08 | 0.15 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.13 | 0.05 | | | -2 | 2 | | -| 11| p3770_s | 2.80 | 0.19 | | |0.918861 | 4.08114 | | -| 12| phi_p | -0.31 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.10 | 0.24 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 0.4 | 3.2 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.46 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.017 | 0.185 | | | -0.3 | 0.3 | | -| 18| omega_s | 4.9 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.24 | 0.26 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.57 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.14 | 0.19 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.15 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.17 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.349 0.348 0.186 -0.277 0.156 0.092 -0.117 -0.012 0.002 -0.022 -0.209 -0.019 0.372 0.342 -0.177 -0.249 -0.237 -0.035 0.108 0.007 -0.274 -0.226 -0.050 | -| bplus_1 | 0.349 1.000 0.707 0.140 -0.716 0.534 0.586 -0.449 -0.024 0.005 -0.275 0.036 -0.033 0.892 0.888 -0.489 -0.523 -0.771 -0.071 0.237 0.053 -0.583 -0.527 -0.331 | -| bplus_0 | 0.348 0.707 1.000 0.141 -0.698 0.524 0.575 -0.437 -0.026 0.006 -0.258 0.043 -0.031 0.875 0.872 -0.478 -0.512 -0.755 -0.081 0.275 0.061 -0.570 -0.513 -0.319 | -| p4160_p | 0.186 0.140 0.141 1.000 -0.094 -0.064 0.062 0.128 -0.007 0.001 0.019 -0.001 -0.008 0.223 0.154 -0.124 -0.088 -0.176 -0.015 0.043 0.008 -0.351 -0.173 -0.105 | -| jpsi_p | -0.277 -0.716 -0.698 -0.094 1.000 -0.606 -0.638 0.420 0.004 -0.005 0.162 0.037 0.033 -0.792 -0.835 0.501 0.501 0.751 0.064 -0.227 -0.008 0.567 0.492 0.329 | -| Ctt | 0.156 0.534 0.524 -0.064 -0.606 1.000 0.502 -0.339 -0.020 0.004 0.167 -0.017 -0.029 0.623 0.624 -0.216 -0.280 -0.663 -0.052 0.165 0.028 -0.292 -0.280 -0.278 | -| Dbar_p | 0.092 0.586 0.575 0.062 -0.638 0.502 1.000 -0.340 -0.014 0.004 -0.186 -0.016 -0.031 0.714 0.694 -0.427 -0.432 -0.753 -0.055 0.181 0.013 -0.463 -0.400 -0.280 | -| p4415_p | -0.117 -0.449 -0.437 0.128 0.420 -0.339 -0.340 1.000 0.003 -0.003 0.214 0.011 0.023 -0.450 -0.494 0.246 0.253 0.409 0.041 -0.142 0.006 0.224 0.199 0.233 | -| phi_s | -0.012 -0.024 -0.026 -0.007 0.004 -0.020 -0.014 0.003 1.000 -0.003 -0.053 -0.012 0.492 -0.022 -0.023 0.010 0.011 0.017 0.025 -0.016 0.095 0.012 0.004 -0.001 | -| omega_p | 0.002 0.005 0.006 0.001 -0.005 0.004 0.004 -0.003 -0.003 1.000 -0.003 0.000 -0.002 0.006 0.006 -0.003 -0.004 -0.005 -0.105 0.008 0.028 -0.004 -0.004 -0.002 | -| bplus_2 | -0.022 -0.275 -0.258 0.019 0.162 0.167 -0.186 0.214 -0.053 -0.003 1.000 0.009 0.039 -0.235 -0.226 0.113 0.101 0.264 0.033 -0.134 0.195 0.146 0.185 0.122 | -| p3770_s | -0.209 0.036 0.043 -0.001 0.037 -0.017 -0.016 0.011 -0.012 0.000 0.009 1.000 0.002 0.048 0.010 -0.224 -0.001 -0.067 -0.002 -0.002 0.023 0.077 0.013 -0.011 | -| phi_p | -0.019 -0.033 -0.031 -0.008 0.033 -0.029 -0.031 0.023 0.492 -0.002 0.039 0.002 1.000 -0.042 -0.043 0.023 0.028 0.038 -0.010 -0.011 0.094 0.031 0.030 0.018 | -| DDstar_s | 0.372 0.892 0.875 0.223 -0.792 0.623 0.714 -0.450 -0.022 0.006 -0.235 0.048 -0.042 1.000 0.964 -0.535 -0.634 -0.914 -0.082 0.272 0.028 -0.676 -0.606 -0.338 | -| DDstar_p | 0.342 0.888 0.872 0.154 -0.835 0.624 0.694 -0.494 -0.023 0.006 -0.226 0.010 -0.043 0.964 1.000 -0.568 -0.628 -0.913 -0.082 0.270 0.030 -0.679 -0.613 -0.388 | -| psi2s_p | -0.177 -0.489 -0.478 -0.124 0.501 -0.216 -0.427 0.246 0.010 -0.003 0.113 -0.224 0.023 -0.535 -0.568 1.000 0.351 0.490 0.044 -0.149 -0.014 0.404 0.304 0.124 | -| p4415_s | -0.249 -0.523 -0.512 -0.088 0.501 -0.280 -0.432 0.253 0.011 -0.004 0.101 -0.001 0.028 -0.634 -0.628 0.351 1.000 0.576 0.050 -0.166 -0.010 0.448 0.517 0.286 | -| Dbar_s | -0.237 -0.771 -0.755 -0.176 0.751 -0.663 -0.753 0.409 0.017 -0.005 0.264 -0.067 0.038 -0.914 -0.913 0.490 0.576 1.000 0.071 -0.237 -0.017 0.622 0.532 0.292 | -| omega_s | -0.035 -0.071 -0.081 -0.015 0.064 -0.052 -0.055 0.041 0.025 -0.105 0.033 -0.002 -0.010 -0.082 -0.082 0.044 0.050 0.071 1.000 -0.419 0.092 0.055 0.050 0.031 | -| rho_s | 0.108 0.237 0.275 0.043 -0.227 0.165 0.181 -0.142 -0.016 0.008 -0.134 -0.002 -0.011 0.272 0.270 -0.149 -0.166 -0.237 -0.419 1.000 0.117 -0.183 -0.173 -0.110 | -| rho_p | 0.007 0.053 0.061 0.008 -0.008 0.028 0.013 0.006 0.095 0.028 0.195 0.023 0.094 0.028 0.030 -0.014 -0.010 -0.017 0.092 0.117 1.000 -0.008 0.008 0.008 | -| p4040_s | -0.274 -0.583 -0.570 -0.351 0.567 -0.292 -0.463 0.224 0.012 -0.004 0.146 0.077 0.031 -0.676 -0.679 0.404 0.448 0.622 0.055 -0.183 -0.008 1.000 0.308 0.163 | -| p4160_s | -0.226 -0.527 -0.513 -0.173 0.492 -0.280 -0.400 0.199 0.004 -0.004 0.185 0.013 0.030 -0.606 -0.613 0.304 0.517 0.532 0.050 -0.173 0.008 0.308 1.000 0.411 | -| p4040_p | -0.050 -0.331 -0.319 -0.105 0.329 -0.278 -0.280 0.233 -0.001 -0.002 0.122 -0.011 0.018 -0.338 -0.388 0.124 0.286 0.292 0.031 -0.110 0.008 0.163 0.411 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09702461713129384}), (, {'error': 0.025512703767246125}), (, {'error': 0.012420414030658966}), (, {'error': 0.08476409818611774}), (, {'error': 0.037786963179741395}), (, {'error': 0.14692092791859301}), (, {'error': 10.622483286291372}), (, {'error': 0.14538258159229844}), (, {'error': 0.8187409416686702}), (, {'error': 0.1211683554221219}), (, {'error': 0.05013108932672994}), (, {'error': 0.1931589775325162}), (, {'error': 0.1770042662518767}), (, {'error': 0.236347588523915}), (, {'error': 3.2380278874246264}), (, {'error': 0.032830413301756955}), (, {'error': 0.19847186730355315}), (, {'error': 0.18494511066658287}), (, {'error': 0.7963923385831069}), (, {'error': 0.257886722473536}), (, {'error': 0.2528570931143497}), (, {'error': 0.18715598708303066}), (, {'error': 0.1691938681255506}), (, {'error': 0.14192112335619633})]) -Toy 16/25 -Time taken: 1 h, 25 min -Projected time left: 47 min, 42 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1436 (1436 total) | -| EDM = 0.011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297161.0622587679 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.36 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.886 | 0.016 | | | -2 | 2 | | -| 2 | bplus_0 | 0.459 | 0.008 | | | -2 | 2 | | -| 3 | p4160_p | -2.09 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.32 | 0.22 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.07 | 0.22 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.4 | 1.4 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -5.17 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.23 | 0.07 | | | -2 | 2 | | -| 11| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.17 | 0.20 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 4.0 | 1.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.95 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.27 | 0.55 | | | -0.3 | 0.3 | | -| 18| omega_s | 9.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.40 | 0.29 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.30 | 0.26 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.96 | 0.16 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.22 | 0.14 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.66 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.269 0.234 0.470 0.330 0.303 -0.080 0.248 0.022 0.020 -0.254 0.254 0.016 -0.457 -0.430 0.299 -0.284 -0.386 0.001 0.040 -0.038 -0.259 -0.099 0.429 | -| bplus_1 | 0.269 1.000 0.037 0.268 0.145 0.201 0.246 0.067 0.009 0.026 -0.311 0.244 0.008 -0.515 -0.442 0.135 -0.154 -0.232 0.001 0.065 0.018 -0.175 -0.083 0.227 | -| bplus_0 | 0.234 0.037 1.000 0.206 0.111 0.142 0.208 0.045 0.004 0.062 -0.246 0.191 0.009 -0.424 -0.356 0.094 -0.112 -0.160 0.001 0.141 0.020 -0.133 -0.056 0.172 | -| p4160_p | 0.470 0.268 0.206 1.000 0.593 0.613 0.196 0.518 0.041 0.016 -0.518 0.687 0.026 -0.782 -0.768 0.506 -0.445 -0.816 0.002 0.035 -0.068 -0.530 -0.155 0.715 | -| jpsi_p | 0.330 0.145 0.111 0.593 1.000 0.435 -0.094 0.351 0.004 0.005 -0.459 0.595 0.000 -0.495 -0.486 0.505 -0.328 -0.635 0.000 0.007 -0.038 -0.222 -0.076 0.560 | -| Ctt | 0.303 0.201 0.142 0.613 0.435 1.000 0.269 0.384 0.042 0.014 -0.353 0.662 0.028 -0.699 -0.784 0.607 -0.331 -0.851 0.002 0.028 -0.059 -0.194 0.006 0.625 | -| Dbar_p | -0.080 0.246 0.208 0.196 -0.094 0.269 1.000 0.108 0.014 0.016 -0.186 0.143 0.005 -0.532 -0.394 0.013 -0.208 -0.282 0.001 0.042 -0.039 -0.140 -0.049 0.174 | -| p4415_p | 0.248 0.067 0.045 0.518 0.351 0.384 0.108 1.000 0.016 0.004 -0.216 0.404 0.012 -0.407 -0.395 0.286 -0.315 -0.484 0.001 0.007 -0.015 -0.294 -0.153 0.448 | -| phi_s | 0.022 0.009 0.004 0.041 0.004 0.042 0.014 0.016 1.000 0.072 -0.077 0.035 0.844 -0.048 -0.048 0.027 -0.028 -0.051 0.001 -0.008 -0.032 -0.028 -0.018 0.036 | -| omega_p | 0.020 0.026 0.062 0.016 0.005 0.014 0.016 0.004 0.072 1.000 -0.006 0.013 0.097 -0.036 -0.028 0.006 -0.010 -0.010 0.051 0.577 0.018 -0.011 -0.005 0.013 | -| bplus_2 | -0.254 -0.311 -0.246 -0.518 -0.459 -0.353 -0.186 -0.216 -0.077 -0.006 1.000 -0.529 -0.033 0.561 0.605 -0.411 0.276 0.649 -0.004 -0.020 0.219 0.257 0.128 -0.507 | -| p3770_s | 0.254 0.244 0.191 0.687 0.595 0.662 0.143 0.404 0.035 0.013 -0.529 1.000 0.024 -0.693 -0.735 0.399 -0.405 -0.814 0.002 0.027 -0.057 -0.254 -0.076 0.655 | -| phi_p | 0.016 0.008 0.009 0.026 0.000 0.028 0.005 0.012 0.844 0.097 -0.033 0.024 1.000 -0.032 -0.030 0.017 -0.017 -0.031 -0.001 -0.002 -0.077 -0.015 -0.008 0.024 | -| DDstar_s | -0.457 -0.515 -0.424 -0.782 -0.495 -0.699 -0.532 -0.407 -0.048 -0.036 0.561 -0.693 -0.032 1.000 0.880 -0.485 0.522 0.809 -0.003 -0.080 0.073 0.418 0.169 -0.708 | -| DDstar_p | -0.430 -0.442 -0.356 -0.768 -0.486 -0.784 -0.394 -0.395 -0.048 -0.028 0.605 -0.735 -0.030 0.880 1.000 -0.510 0.525 0.911 -0.003 -0.065 0.080 0.435 0.171 -0.729 | -| psi2s_p | 0.299 0.135 0.094 0.506 0.505 0.607 0.013 0.286 0.027 0.006 -0.411 0.399 0.017 -0.485 -0.510 1.000 -0.292 -0.623 0.001 0.012 -0.052 -0.222 -0.099 0.458 | -| p4415_s | -0.284 -0.154 -0.112 -0.445 -0.328 -0.331 -0.208 -0.315 -0.028 -0.010 0.276 -0.405 -0.017 0.522 0.525 -0.292 1.000 0.492 -0.001 -0.023 0.047 0.308 0.295 -0.391 | -| Dbar_s | -0.386 -0.232 -0.160 -0.816 -0.635 -0.851 -0.282 -0.484 -0.051 -0.010 0.649 -0.814 -0.031 0.809 0.911 -0.623 0.492 1.000 -0.003 -0.024 0.089 0.364 0.092 -0.806 | -| omega_s | 0.001 0.001 0.001 0.002 0.000 0.002 0.001 0.001 0.001 0.051 -0.004 0.002 -0.001 -0.003 -0.003 0.001 -0.001 -0.003 1.000 0.002 -0.002 -0.002 -0.001 0.002 | -| rho_s | 0.040 0.065 0.141 0.035 0.007 0.028 0.042 0.007 -0.008 0.577 -0.020 0.027 -0.002 -0.080 -0.065 0.012 -0.023 -0.024 0.002 1.000 0.251 -0.027 -0.014 0.026 | -| rho_p | -0.038 0.018 0.020 -0.068 -0.038 -0.059 -0.039 -0.015 -0.032 0.018 0.219 -0.057 -0.077 0.073 0.080 -0.052 0.047 0.089 -0.002 0.251 1.000 0.054 0.044 -0.060 | -| p4040_s | -0.259 -0.175 -0.133 -0.530 -0.222 -0.194 -0.140 -0.294 -0.028 -0.011 0.257 -0.254 -0.015 0.418 0.435 -0.222 0.308 0.364 -0.002 -0.027 0.054 1.000 0.016 -0.386 | -| p4160_s | -0.099 -0.083 -0.056 -0.155 -0.076 0.006 -0.049 -0.153 -0.018 -0.005 0.128 -0.076 -0.008 0.169 0.171 -0.099 0.295 0.092 -0.001 -0.014 0.044 0.016 1.000 0.078 | -| p4040_p | 0.429 0.227 0.172 0.715 0.560 0.625 0.174 0.448 0.036 0.013 -0.507 0.655 0.024 -0.708 -0.729 0.458 -0.391 -0.806 0.002 0.026 -0.060 -0.386 0.078 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11908119461003341}), (, {'error': 0.01585605986187455}), (, {'error': 0.007632019279163682}), (, {'error': 0.16383061775195173}), (, {'error': 0.03173606694221576}), (, {'error': 0.22188289528299499}), (, {'error': 0.3973838495784179}), (, {'error': 0.22306775387918787}), (, {'error': 1.4039460455810513}), (, {'error': 0.1730737147943291}), (, {'error': 0.067192069275952}), (, {'error': 0.3514483976645284}), (, {'error': 0.36683063447218656}), (, {'error': 0.19527795715494423}), (, {'error': 1.351992000534679}), (, {'error': 0.036675113861797115}), (, {'error': 0.19869854201325127}), (, {'error': 0.5537358810639244}), (, {'error': 1.1244839675477714}), (, {'error': 0.29240402126477183}), (, {'error': 0.26105773084731965}), (, {'error': 0.15978738187170716}), (, {'error': 0.1425463041605024}), (, {'error': 0.2837200062526759})]) -Toy 17/25 -Time taken: 1 h, 31 min -Projected time left: 42 min, 48 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1487 (1487 total) | -| EDM = 0.0107 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297418.8293405374 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.79 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.972 | 0.022 | | | -2 | 2 | | -| 2 | bplus_0 | -0.445 | 0.010 | | | -2 | 2 | | -| 3 | p4160_p | -2.32 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 1.593 | 0.019 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.21 | 0.20 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -0.014 | 0.208 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.11 | 0.07 | | | -2 | 2 | | -| 11| p3770_s | 2.19 | 0.20 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.94 | 0.11 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -2.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.809 | 0.024 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.126 | 0.019 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.30 | 0.53 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.59 | 0.23 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.71 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.92 | 0.15 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.92 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.62 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.815 -0.814 0.217 0.187 -0.798 0.713 0.028 -0.030 -0.014 -0.749 -0.452 0.074 0.181 -0.801 -0.063 -0.007 0.882 -0.084 0.197 -0.044 -0.528 -0.547 -0.363 | -| bplus_1 | -0.815 1.000 0.813 -0.141 -0.188 0.842 -0.800 -0.029 0.042 0.013 0.753 0.427 -0.071 -0.187 0.823 0.093 0.011 -0.930 0.087 -0.201 0.018 0.539 0.564 0.453 | -| bplus_0 | -0.814 0.813 1.000 -0.139 -0.193 0.845 -0.799 -0.028 0.047 0.014 0.758 0.427 -0.072 -0.187 0.822 0.093 0.012 -0.930 0.091 -0.220 0.016 0.537 0.563 0.453 | -| p4160_p | 0.217 -0.141 -0.139 1.000 0.145 -0.240 0.039 -0.002 -0.007 -0.002 -0.180 -0.048 0.015 0.025 -0.202 -0.004 0.003 0.194 -0.016 0.034 -0.005 -0.323 -0.160 -0.020 | -| jpsi_p | 0.187 -0.188 -0.193 0.145 1.000 -0.226 0.025 0.006 -0.030 -0.002 -0.146 0.022 0.011 0.040 -0.259 0.109 0.001 0.203 -0.023 0.031 0.012 -0.093 -0.126 -0.032 | -| Ctt | -0.798 0.842 0.845 -0.240 -0.226 1.000 -0.820 -0.031 0.035 0.013 0.691 0.411 -0.072 -0.192 0.846 0.178 0.006 -0.905 0.084 -0.199 0.035 0.591 0.600 0.375 | -| Dbar_p | 0.713 -0.800 -0.799 0.039 0.025 -0.820 1.000 0.027 -0.035 -0.014 -0.763 -0.527 0.069 0.176 -0.839 -0.188 -0.012 0.854 -0.084 0.191 -0.039 -0.506 -0.527 -0.506 | -| p4415_p | 0.028 -0.029 -0.028 -0.002 0.006 -0.031 0.027 1.000 -0.001 -0.001 -0.027 -0.016 0.003 0.006 -0.027 -0.003 -0.011 0.032 -0.003 0.007 -0.002 -0.018 -0.021 -0.019 | -| phi_s | -0.030 0.042 0.047 -0.007 -0.030 0.035 -0.035 -0.001 1.000 0.009 0.073 0.009 0.354 -0.008 0.030 0.001 0.000 -0.036 0.004 -0.011 -0.050 0.013 0.013 0.013 | -| omega_p | -0.014 0.013 0.014 -0.002 -0.002 0.013 -0.014 -0.001 0.009 1.000 0.009 0.008 -0.008 -0.003 0.013 0.002 0.000 -0.015 0.259 0.061 -0.116 0.010 0.010 0.008 | -| bplus_2 | -0.749 0.753 0.758 -0.180 -0.146 0.691 -0.763 -0.027 0.073 0.009 1.000 0.391 -0.057 -0.178 0.777 0.106 0.006 -0.848 0.080 -0.154 -0.051 0.502 0.508 0.385 | -| p3770_s | -0.452 0.427 0.427 -0.048 0.022 0.411 -0.527 -0.016 0.009 0.008 0.391 1.000 -0.038 -0.103 0.413 -0.109 0.006 -0.461 0.044 -0.112 0.031 0.343 0.309 0.219 | -| phi_p | 0.074 -0.071 -0.072 0.015 0.011 -0.072 0.069 0.003 0.354 -0.008 -0.057 -0.038 1.000 0.017 -0.076 -0.009 -0.001 0.083 -0.049 0.110 -0.118 -0.051 -0.053 -0.039 | -| DDstar_s | 0.181 -0.187 -0.187 0.025 0.040 -0.192 0.176 0.006 -0.008 -0.003 -0.178 -0.103 0.017 1.000 -0.191 -0.023 -0.003 0.211 -0.019 0.045 -0.008 -0.121 -0.127 -0.107 | -| DDstar_p | -0.801 0.823 0.822 -0.202 -0.259 0.846 -0.839 -0.027 0.030 0.013 0.777 0.413 -0.076 -0.191 1.000 0.051 0.009 -0.923 0.085 -0.200 0.041 0.504 0.544 0.419 | -| psi2s_p | -0.063 0.093 0.093 -0.004 0.109 0.178 -0.188 -0.003 0.001 0.002 0.106 -0.109 -0.009 -0.023 0.051 1.000 0.001 -0.101 0.010 -0.025 0.009 0.039 0.028 0.007 | -| p4415_s | -0.007 0.011 0.012 0.003 0.001 0.006 -0.012 -0.011 0.000 0.000 0.006 0.006 -0.001 -0.003 0.009 0.001 1.000 -0.010 0.001 -0.003 0.001 0.001 -0.002 0.007 | -| Dbar_s | 0.882 -0.930 -0.930 0.194 0.203 -0.905 0.854 0.032 -0.036 -0.015 -0.848 -0.461 0.083 0.211 -0.923 -0.101 -0.010 1.000 -0.095 0.223 -0.044 -0.600 -0.628 -0.468 | -| omega_s | -0.084 0.087 0.091 -0.016 -0.023 0.084 -0.084 -0.003 0.004 0.259 0.080 0.044 -0.049 -0.019 0.085 0.010 0.001 -0.095 1.000 -0.309 0.084 0.056 0.058 0.046 | -| rho_s | 0.197 -0.201 -0.220 0.034 0.031 -0.199 0.191 0.007 -0.011 0.061 -0.154 -0.112 0.110 0.045 -0.200 -0.025 -0.003 0.223 -0.309 1.000 0.092 -0.138 -0.145 -0.112 | -| rho_p | -0.044 0.018 0.016 -0.005 0.012 0.035 -0.039 -0.002 -0.050 -0.116 -0.051 0.031 -0.118 -0.008 0.041 0.009 0.001 -0.044 0.084 0.092 1.000 0.041 0.043 0.027 | -| p4040_s | -0.528 0.539 0.537 -0.323 -0.093 0.591 -0.506 -0.018 0.013 0.010 0.502 0.343 -0.051 -0.121 0.504 0.039 0.001 -0.600 0.056 -0.138 0.041 1.000 0.338 0.234 | -| p4160_s | -0.547 0.564 0.563 -0.160 -0.126 0.600 -0.527 -0.021 0.013 0.010 0.508 0.309 -0.053 -0.127 0.544 0.028 -0.002 -0.628 0.058 -0.145 0.043 0.338 1.000 0.469 | -| p4040_p | -0.363 0.453 0.453 -0.020 -0.032 0.375 -0.506 -0.019 0.013 0.008 0.385 0.219 -0.039 -0.107 0.419 0.007 0.007 -0.468 0.046 -0.112 0.027 0.234 0.469 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21366393098550907}), (, {'error': 0.021916824451728045}), (, {'error': 0.010439532735724177}), (, {'error': 0.07910606264788189}), (, {'error': 0.019296263007251735}), (, {'error': 0.1999267377544368}), (, {'error': 0.4313381279220283}), (, {'error': 0.12228097987665754}), (, {'error': 0.7645615500912584}), (, {'error': 0.2077483290083344}), (, {'error': 0.07043699724073171}), (, {'error': 0.1972580044690806}), (, {'error': 0.11107146833342885}), (, {'error': 0.05147174231719226}), (, {'error': 0.4914057247145285}), (, {'error': 0.02416123792675684}), (, {'error': 0.01902699548377744}), (, {'error': 0.5270698523782293}), (, {'error': 0.8015567137830026}), (, {'error': 0.2282345422387283}), (, {'error': 0.18778656556395434}), (, {'error': 0.14501877649151895}), (, {'error': 0.1462387701626947}), (, {'error': 0.16366136399123032})]) -Toy 18/25 -Time taken: 1 h, 37 min -Projected time left: 37 min, 48 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=719 (730 total) | -| EDM = 7.87E+04 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297268.1504339425 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.94 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.800 | 0.010 | | | -2 | 2 | | -| 2 | bplus_0 | 0.446 | 0.006 | | | -2 | 2 | | -| 3 | p4160_p | 4.17 | 0.06 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -4.654 | 0.009 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.233 | 0.028 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 5 | 12 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.94 | 0.15 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 0.58 | 0.06 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.217 | 0.026 | | | -2 | 2 | | -| 11| p3770_s | 2.50 | 0.07 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.10 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.228 | 0.008 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -1.50 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.793 | 0.011 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.40 | 0.07 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.08 | 0.13 | | | -0.3 | 0.3 | | -| 18| omega_s | 9.340 | 0.026 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.21 | 0.04 | | |0.0253049| 2.0747 | | -| 20| rho_p | -6.14 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.19 | 0.05 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 1.73 | 0.08 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.86 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.954 0.953 0.890 0.725 -0.578 -0.971 0.201 0.340 -0.233 0.903 0.799 -0.396 -0.345 -0.956 0.718 -0.855 -0.969 0.010 -0.101 -0.634 -0.806 -0.886 0.818 | -| bplus_1 | 0.954 1.000 0.963 0.901 0.738 -0.583 -0.983 0.203 0.344 -0.235 0.911 0.813 -0.400 -0.346 -0.967 0.729 -0.864 -0.980 0.010 -0.102 -0.641 -0.815 -0.896 0.828 | -| bplus_0 | 0.953 0.963 1.000 0.901 0.738 -0.582 -0.983 0.203 0.344 -0.235 0.911 0.813 -0.400 -0.345 -0.967 0.729 -0.863 -0.980 0.010 -0.101 -0.641 -0.814 -0.896 0.828 | -| p4160_p | 0.890 0.901 0.901 1.000 0.685 -0.554 -0.917 0.191 0.322 -0.220 0.855 0.756 -0.375 -0.330 -0.903 0.678 -0.805 -0.915 0.009 -0.096 -0.600 -0.766 -0.840 0.769 | -| jpsi_p | 0.725 0.738 0.738 0.685 1.000 -0.460 -0.748 0.152 0.262 -0.180 0.701 0.617 -0.306 -0.278 -0.739 0.556 -0.660 -0.747 0.008 -0.079 -0.490 -0.622 -0.685 0.627 | -| Ctt | -0.578 -0.583 -0.582 -0.554 -0.460 1.000 0.595 -0.133 -0.206 0.140 -0.537 -0.496 0.239 0.205 0.586 -0.433 0.529 0.592 -0.006 0.061 0.383 0.498 0.546 -0.511 | -| Dbar_p | -0.971 -0.983 -0.983 -0.917 -0.748 0.595 1.000 -0.206 -0.351 0.240 -0.930 -0.826 0.408 0.355 0.986 -0.740 0.881 0.998 -0.010 0.104 0.653 0.831 0.914 -0.842 | -| p4415_p | 0.201 0.203 0.203 0.191 0.152 -0.133 -0.206 1.000 0.072 -0.050 0.198 0.169 -0.085 -0.082 -0.203 0.150 -0.187 -0.206 0.002 -0.022 -0.135 -0.176 -0.194 0.174 | -| phi_s | 0.340 0.344 0.344 0.322 0.262 -0.206 -0.351 0.072 1.000 -0.083 0.323 0.290 -0.102 -0.124 -0.345 0.259 -0.309 -0.350 0.004 -0.036 -0.226 -0.291 -0.320 0.295 | -| omega_p | -0.233 -0.235 -0.235 -0.220 -0.180 0.140 0.240 -0.050 -0.083 1.000 -0.220 -0.198 0.101 0.084 0.236 -0.177 0.211 0.239 -0.000 0.044 0.134 0.199 0.219 -0.202 | -| bplus_2 | 0.903 0.911 0.911 0.855 0.701 -0.537 -0.930 0.198 0.323 -0.220 1.000 0.771 -0.376 -0.325 -0.915 0.689 -0.819 -0.927 0.009 -0.096 -0.602 -0.771 -0.848 0.786 | -| p3770_s | 0.799 0.813 0.813 0.756 0.617 -0.496 -0.826 0.169 0.290 -0.198 0.771 1.000 -0.338 -0.299 -0.814 0.601 -0.727 -0.825 0.008 -0.086 -0.540 -0.685 -0.754 0.692 | -| phi_p | -0.396 -0.400 -0.400 -0.375 -0.306 0.239 0.408 -0.085 -0.102 0.101 -0.376 -0.338 1.000 0.144 0.402 -0.302 0.359 0.407 -0.004 0.041 0.265 0.339 0.373 -0.344 | -| DDstar_s | -0.345 -0.346 -0.345 -0.330 -0.278 0.205 0.355 -0.082 -0.124 0.084 -0.325 -0.299 0.144 1.000 0.353 -0.272 0.311 0.353 -0.004 0.036 0.230 0.290 0.321 -0.305 | -| DDstar_p | -0.956 -0.967 -0.967 -0.903 -0.739 0.586 0.986 -0.203 -0.345 0.236 -0.915 -0.814 0.402 0.353 1.000 -0.731 0.866 0.983 -0.010 0.102 0.643 0.817 0.899 -0.829 | -| psi2s_p | 0.718 0.729 0.729 0.678 0.556 -0.433 -0.740 0.150 0.259 -0.177 0.689 0.601 -0.302 -0.272 -0.731 1.000 -0.654 -0.740 0.008 -0.077 -0.484 -0.618 -0.679 0.619 | -| p4415_s | -0.855 -0.864 -0.863 -0.805 -0.660 0.529 0.881 -0.187 -0.309 0.211 -0.819 -0.727 0.359 0.311 0.866 -0.654 1.000 0.879 -0.009 0.091 0.575 0.731 0.804 -0.739 | -| Dbar_s | -0.969 -0.980 -0.980 -0.915 -0.747 0.592 0.998 -0.206 -0.350 0.239 -0.927 -0.825 0.407 0.353 0.983 -0.740 0.879 1.000 -0.010 0.104 0.652 0.829 0.911 -0.841 | -| omega_s | 0.010 0.010 0.010 0.009 0.008 -0.006 -0.010 0.002 0.004 -0.000 0.009 0.008 -0.004 -0.004 -0.010 0.008 -0.009 -0.010 1.000 -0.002 -0.006 -0.008 -0.009 0.009 | -| rho_s | -0.101 -0.102 -0.101 -0.096 -0.079 0.061 0.104 -0.022 -0.036 0.044 -0.096 -0.086 0.041 0.036 0.102 -0.077 0.091 0.104 -0.002 1.000 0.078 0.086 0.095 -0.088 | -| rho_p | -0.634 -0.641 -0.641 -0.600 -0.490 0.383 0.653 -0.135 -0.226 0.134 -0.602 -0.540 0.265 0.230 0.643 -0.484 0.575 0.652 -0.006 0.078 1.000 0.542 0.596 -0.551 | -| p4040_s | -0.806 -0.815 -0.814 -0.766 -0.622 0.498 0.831 -0.176 -0.291 0.199 -0.771 -0.685 0.339 0.290 0.817 -0.618 0.731 0.829 -0.008 0.086 0.542 1.000 0.755 -0.703 | -| p4160_s | -0.886 -0.896 -0.896 -0.840 -0.685 0.546 0.914 -0.194 -0.320 0.219 -0.848 -0.754 0.373 0.321 0.899 -0.679 0.804 0.911 -0.009 0.095 0.596 0.755 1.000 -0.765 | -| p4040_p | 0.818 0.828 0.828 0.769 0.627 -0.511 -0.842 0.174 0.295 -0.202 0.786 0.692 -0.344 -0.305 -0.829 0.619 -0.739 -0.841 0.009 -0.088 -0.551 -0.703 -0.765 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11593241466682813}), (, {'error': 0.009882720572053527}), (, {'error': 0.005881386194147575}), (, {'error': 0.06093224344860104}), (, {'error': 0.008949653086910647}), (, {'error': 0.027970500769044282}), (, {'error': 11.844560240374854}), (, {'error': 0.03472061652720981}), (, {'error': 0.15070084895427627}), (, {'error': 0.05685395068366006}), (, {'error': 0.0256395868634286}), (, {'error': 0.07480628743422746}), (, {'error': 0.06261486445660758}), (, {'error': 0.0077358049850209665}), (, {'error': 0.2568271495759298}), (, {'error': 0.011316635797287589}), (, {'error': 0.06823914993424252}), (, {'error': 0.13051814398965447}), (, {'error': 0.026045320371062886}), (, {'error': 0.03908381412616235}), (, {'error': 0.05862732816416738}), (, {'error': 0.04885560474250139}), (, {'error': 0.08012100733123828}), (, {'error': 0.058818319338369784})]) -Toy 19/25 -Time taken: 1 h, 41 min -Projected time left: 32 min, 6 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1262 (1262 total) | -| EDM = 0.000117 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297292.2669305691 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.40 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.80 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | 0.425 | 0.017 | | | -2 | 2 | | -| 3 | p4160_p | -1.78 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.604 | 0.028 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.63 | 0.20 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 5.52 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.51 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -0.07 | 0.34 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 2.98 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -0.93 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.907 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.03 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.6 | 1.2 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.005 | 0.037 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.13 | 0.15 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -6.3 | 2.8 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.116 0.023 0.239 0.186 -0.176 0.387 0.086 0.003 -0.009 -0.090 -0.058 -0.001 0.008 0.249 0.153 -0.066 0.012 -0.011 0.027 -0.013 0.024 -0.091 -0.011 | -| bplus_1 | 0.116 1.000 -0.856 0.051 0.132 -0.198 0.165 -0.103 0.034 0.052 -0.342 0.108 0.001 -0.013 0.341 0.089 0.034 -0.009 0.091 -0.220 0.065 0.005 -0.006 -0.003 | -| bplus_0 | 0.023 -0.856 1.000 0.027 -0.065 -0.003 0.031 0.024 -0.039 -0.065 0.042 0.050 -0.001 0.000 0.004 0.001 0.026 0.000 -0.119 0.309 -0.084 0.002 0.045 -0.002 | -| p4160_p | 0.239 0.051 0.027 1.000 0.073 -0.335 0.124 0.210 -0.010 -0.004 -0.068 0.149 -0.001 0.034 0.261 -0.111 0.057 0.025 -0.011 0.022 -0.002 0.032 -0.160 -0.006 | -| jpsi_p | 0.186 0.132 -0.065 0.073 1.000 0.183 0.362 0.030 0.022 -0.027 0.097 0.051 -0.007 0.038 0.296 0.031 -0.028 0.032 -0.017 0.016 -0.034 0.004 -0.026 -0.000 | -| Ctt | -0.176 -0.198 -0.003 -0.335 0.183 1.000 -0.237 -0.067 -0.055 0.000 0.747 -0.334 -0.003 0.001 -0.093 0.109 0.246 0.017 -0.032 0.044 0.029 -0.036 0.334 0.015 | -| Dbar_p | 0.387 0.165 0.031 0.124 0.362 -0.237 1.000 -0.022 -0.015 -0.006 -0.068 0.143 -0.001 0.002 -0.050 0.103 -0.029 0.013 -0.020 0.051 -0.004 0.012 -0.062 -0.004 | -| p4415_p | 0.086 -0.103 0.024 0.210 0.030 -0.067 -0.022 1.000 -0.027 0.002 0.190 0.042 -0.001 0.022 0.047 -0.091 -0.072 0.014 -0.011 0.016 0.014 0.015 -0.304 -0.003 | -| phi_s | 0.003 0.034 -0.039 -0.010 0.022 -0.055 -0.015 -0.027 1.000 0.053 -0.127 -0.013 0.274 -0.000 0.004 -0.008 -0.024 -0.000 0.061 -0.032 0.033 0.000 -0.040 0.001 | -| omega_p | -0.009 0.052 -0.065 -0.004 -0.027 0.000 -0.006 0.002 0.053 1.000 0.014 -0.006 0.019 0.001 -0.013 -0.006 -0.002 0.001 0.703 -0.171 0.043 -0.000 -0.001 0.000 | -| bplus_2 | -0.090 -0.342 0.042 -0.068 0.097 0.747 -0.068 0.190 -0.127 0.014 1.000 -0.166 -0.003 0.009 -0.216 -0.035 0.084 0.006 -0.056 0.089 0.075 -0.012 0.185 0.005 | -| p3770_s | -0.058 0.108 0.050 0.149 0.051 -0.334 0.143 0.042 -0.013 -0.006 -0.166 1.000 -0.001 0.016 0.235 -0.441 -0.034 0.025 -0.014 0.033 -0.004 0.006 -0.010 -0.004 | -| phi_p | -0.001 0.001 -0.001 -0.001 -0.007 -0.003 -0.001 -0.001 0.274 0.019 -0.003 -0.001 1.000 -0.000 -0.001 -0.002 -0.001 0.000 0.004 0.011 0.013 -0.000 -0.001 0.000 | -| DDstar_s | 0.008 -0.013 0.000 0.034 0.038 0.001 0.002 0.022 -0.000 0.001 0.009 0.016 -0.000 1.000 0.021 0.026 0.004 -0.001 0.001 -0.002 0.000 0.002 0.007 -0.001 | -| DDstar_p | 0.249 0.341 0.004 0.261 0.296 -0.093 -0.050 0.047 0.004 -0.013 -0.216 0.235 -0.001 0.021 1.000 0.084 -0.077 0.001 -0.022 0.064 -0.019 0.020 -0.069 -0.009 | -| psi2s_p | 0.153 0.089 0.001 -0.111 0.031 0.109 0.103 -0.091 -0.008 -0.006 -0.035 -0.441 -0.002 0.026 0.084 1.000 -0.023 0.029 -0.012 0.025 -0.003 -0.010 -0.056 0.010 | -| p4415_s | -0.066 0.034 0.026 0.057 -0.028 0.246 -0.029 -0.072 -0.024 -0.002 0.084 -0.034 -0.001 0.004 -0.077 -0.023 1.000 0.002 -0.017 0.035 0.008 -0.001 0.226 -0.002 | -| Dbar_s | 0.012 -0.009 0.000 0.025 0.032 0.017 0.013 0.014 -0.000 0.001 0.006 0.025 0.000 -0.001 0.001 0.029 0.002 1.000 0.001 -0.002 0.000 0.002 0.003 -0.001 | -| omega_s | -0.011 0.091 -0.119 -0.011 -0.017 -0.032 -0.020 -0.011 0.061 0.703 -0.056 -0.014 0.004 0.001 -0.022 -0.012 -0.017 0.001 1.000 -0.392 0.172 -0.000 -0.025 0.001 | -| rho_s | 0.027 -0.220 0.309 0.022 0.016 0.044 0.051 0.016 -0.032 -0.171 0.089 0.033 0.011 -0.002 0.064 0.025 0.035 -0.002 -0.392 1.000 -0.051 0.001 0.049 -0.001 | -| rho_p | -0.013 0.065 -0.084 -0.002 -0.034 0.029 -0.004 0.014 0.033 0.043 0.075 -0.004 0.013 0.000 -0.019 -0.003 0.008 0.000 0.172 -0.051 1.000 -0.001 0.015 0.000 | -| p4040_s | 0.024 0.005 0.002 0.032 0.004 -0.036 0.012 0.015 0.000 -0.000 -0.012 0.006 -0.000 0.002 0.020 -0.010 -0.001 0.002 -0.000 0.001 -0.001 1.000 0.020 -0.422 | -| p4160_s | -0.091 -0.006 0.045 -0.160 -0.026 0.334 -0.062 -0.304 -0.040 -0.001 0.185 -0.010 -0.001 0.007 -0.069 -0.056 0.226 0.003 -0.025 0.049 0.015 0.020 1.000 -0.014 | -| p4040_p | -0.011 -0.003 -0.002 -0.006 -0.000 0.015 -0.004 -0.003 0.001 0.000 0.005 -0.004 0.000 -0.001 -0.009 0.010 -0.002 -0.001 0.001 -0.001 0.000 -0.422 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10939388262163163}), (, {'error': 0.035573118883445276}), (, {'error': 0.017415250407435634}), (, {'error': 0.09342286970451363}), (, {'error': 0.028450495873934223}), (, {'error': 0.1993307729714318}), (, {'error': 0.27946493930578864}), (, {'error': 0.19986814320644486}), (, {'error': 0.8345352320608352}), (, {'error': 0.33944394675837986}), (, {'error': 0.07797171441277884}), (, {'error': 0.23376378103997442}), (, {'error': 0.16700181868433273}), (, {'error': 0.0161932668585969}), (, {'error': 0.2989375023131915}), (, {'error': 0.030679504418703374}), (, {'error': 0.18411011938854832}), (, {'error': 0.015445280039471931}), (, {'error': 1.184802086174718}), (, {'error': 0.36365574012908614}), (, {'error': 0.44036336615292804}), (, {'error': 0.0365673745343515}), (, {'error': 0.15221137488348468}), (, {'error': 2.7884179259262005})]) -Toy 20/25 -Time taken: 1 h, 47 min -Projected time left: 26 min, 50 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1469 (1469 total) | -| EDM = 3.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297359.72129291313 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 2 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 3 | p4160_p | -2.07 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.611 | 0.025 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.29 | 0.20 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 3.97 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 21.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 0.64 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.06 | 0.09 | | | -2 | 2 | | -| 11| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.63 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.866 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.25 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 18| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.96 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.07 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 -0.118 0.037 0.172 0.064 -0.251 0.396 0.023 0.004 -0.000 0.067 -0.258 0.003 0.046 0.091 -0.011 -0.054 0.055 0.002 0.009 -0.005 -0.133 -0.061 0.157 | -| bplus_1 | -0.118 1.000 -0.912 0.061 -0.024 0.064 -0.096 0.121 -0.094 0.107 -0.206 -0.019 0.023 -0.027 -0.213 0.041 -0.083 -0.007 0.013 0.284 0.084 0.056 0.008 0.045 | -| bplus_0 | 0.037 -0.912 1.000 0.017 0.104 0.050 -0.041 -0.005 0.110 -0.127 -0.020 -0.009 -0.020 -0.005 -0.088 -0.005 -0.024 0.000 -0.015 -0.337 -0.117 -0.035 -0.023 -0.002 | -| p4160_p | 0.172 0.061 0.017 1.000 -0.003 -0.345 0.079 0.304 -0.001 -0.009 -0.049 -0.055 -0.005 0.055 -0.119 -0.119 -0.093 0.045 0.002 -0.021 -0.008 -0.478 -0.150 0.299 | -| jpsi_p | 0.064 -0.024 0.104 -0.003 1.000 0.178 0.330 0.033 0.036 -0.016 -0.182 -0.046 0.015 0.053 -0.238 0.039 -0.007 0.063 0.011 0.031 -0.075 -0.006 -0.007 -0.064 | -| Ctt | -0.251 0.064 0.050 -0.345 0.178 1.000 -0.346 0.011 -0.058 -0.009 -0.656 -0.098 -0.030 -0.011 -0.003 0.206 0.177 -0.002 0.002 -0.110 0.098 0.315 0.272 -0.297 | -| Dbar_p | 0.396 -0.096 -0.041 0.079 0.330 -0.346 1.000 -0.043 -0.022 0.014 0.052 -0.011 -0.001 -0.015 -0.184 0.038 0.053 0.036 0.002 0.017 0.041 -0.115 -0.055 -0.008 | -| p4415_p | 0.023 0.121 -0.005 0.304 0.033 0.011 -0.043 1.000 -0.034 -0.009 -0.252 -0.011 -0.020 0.016 -0.244 -0.044 -0.160 0.017 0.002 -0.063 0.045 -0.112 -0.116 0.183 | -| phi_s | 0.004 -0.094 0.110 -0.001 0.036 -0.058 -0.022 -0.034 1.000 0.018 0.151 -0.026 0.633 0.001 -0.013 -0.008 -0.008 0.000 -0.004 0.082 -0.173 -0.040 -0.047 -0.004 | -| omega_p | -0.000 0.107 -0.127 -0.009 -0.016 -0.009 0.014 -0.009 0.018 1.000 0.019 -0.002 0.033 0.003 0.028 -0.003 0.009 0.001 -0.731 0.359 0.117 0.000 0.001 -0.005 | -| bplus_2 | 0.067 -0.206 -0.020 -0.049 -0.182 -0.656 0.052 -0.252 0.151 0.019 1.000 0.019 0.085 0.030 0.272 -0.070 0.116 0.008 -0.006 0.244 -0.241 -0.144 -0.154 -0.002 | -| p3770_s | -0.258 -0.019 -0.009 -0.055 -0.046 -0.098 -0.011 -0.011 -0.026 -0.002 0.019 1.000 -0.013 0.036 -0.000 -0.417 0.035 0.039 0.003 -0.025 0.030 0.107 0.036 -0.101 | -| phi_p | 0.003 0.023 -0.020 -0.005 0.015 -0.030 -0.001 -0.020 0.633 0.033 0.085 -0.013 1.000 0.002 0.004 -0.005 0.000 0.001 0.048 0.227 -0.206 -0.019 -0.022 -0.005 | -| DDstar_s | 0.046 -0.027 -0.005 0.055 0.053 -0.011 -0.015 0.016 0.001 0.003 0.030 0.036 0.002 1.000 0.071 0.018 -0.004 -0.001 0.000 0.010 0.002 -0.011 -0.002 0.035 | -| DDstar_p | 0.091 -0.213 -0.088 -0.119 -0.238 -0.003 -0.184 -0.244 -0.013 0.028 0.272 -0.000 0.004 0.071 1.000 -0.192 0.011 0.017 0.005 0.089 0.030 -0.181 -0.086 -0.040 | -| psi2s_p | -0.011 0.041 -0.005 -0.119 0.039 0.206 0.038 -0.044 -0.008 -0.003 -0.070 -0.417 -0.005 0.018 -0.192 1.000 0.039 0.037 0.003 -0.009 0.006 -0.023 -0.037 -0.189 | -| p4415_s | -0.054 -0.083 -0.024 -0.093 -0.007 0.177 0.053 -0.160 -0.008 0.009 0.116 0.035 0.000 -0.004 0.011 0.039 1.000 -0.003 0.001 0.019 0.014 0.208 0.333 -0.047 | -| Dbar_s | 0.055 -0.007 0.000 0.045 0.063 -0.002 0.036 0.017 0.000 0.001 0.008 0.039 0.001 -0.001 0.017 0.037 -0.003 1.000 -0.000 0.001 0.000 -0.005 -0.002 0.032 | -| omega_s | 0.002 0.013 -0.015 0.002 0.011 0.002 0.002 0.002 -0.004 -0.731 -0.006 0.003 0.048 0.000 0.005 0.003 0.001 -0.000 1.000 0.004 -0.014 0.002 0.003 0.002 | -| rho_s | 0.009 0.284 -0.337 -0.021 0.031 -0.110 0.017 -0.063 0.082 0.359 0.244 -0.025 0.227 0.010 0.089 -0.009 0.019 0.001 0.004 1.000 -0.145 -0.042 -0.050 -0.011 | -| rho_p | -0.005 0.084 -0.117 -0.008 -0.075 0.098 0.041 0.045 -0.173 0.117 -0.241 0.030 -0.206 0.002 0.030 0.006 0.014 0.000 -0.014 -0.145 1.000 0.057 0.070 -0.003 | -| p4040_s | -0.133 0.056 -0.035 -0.478 -0.006 0.315 -0.115 -0.112 -0.040 0.000 -0.144 0.107 -0.019 -0.011 -0.181 -0.023 0.208 -0.005 0.002 -0.042 0.057 1.000 0.188 -0.172 | -| p4160_s | -0.061 0.008 -0.023 -0.150 -0.007 0.272 -0.055 -0.116 -0.047 0.001 -0.154 0.036 -0.022 -0.002 -0.086 -0.037 0.333 -0.002 0.003 -0.050 0.070 0.188 1.000 0.263 | -| p4040_p | 0.157 0.045 -0.002 0.299 -0.064 -0.297 -0.008 0.183 -0.004 -0.005 -0.002 -0.101 -0.005 0.035 -0.040 -0.189 -0.047 0.032 0.002 -0.011 -0.003 -0.172 0.263 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0971995384753146}), (, {'error': 0.06437085351994787}), (, {'error': 0.03236207615497799}), (, {'error': 0.09459843188144479}), (, {'error': 0.025377950447824205}), (, {'error': 0.20366762979782904}), (, {'error': 0.3666230454385704}), (, {'error': 0.172897490189448}), (, {'error': 1.1006069393480864}), (, {'error': 0.2632090633404496}), (, {'error': 0.09067792993871193}), (, {'error': 0.23298350598489392}), (, {'error': 0.18247751496811082}), (, {'error': 0.03596757068273279}), (, {'error': 0.37995841602796876}), (, {'error': 0.03121670574443325}), (, {'error': 0.19680189354467903}), (, {'error': 0.02858463826477725}), (, {'error': 4.978547655718217}), (, {'error': 0.3406875951674282}), (, {'error': 0.6814314168380742}), (, {'error': 0.17407761686695417}), (, {'error': 0.17151249160635595}), (, {'error': 0.19580253959746496})]) -Toy 21/25 -Time taken: 1 h, 53 min -Projected time left: 21 min, 36 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1353 (1353 total) | -| EDM = 3.68E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297255.5970722732 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.65 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | 0.486 | 0.021 | | | -2 | 2 | | -| 3 | p4160_p | -2.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.636 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.40 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 5.12 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -1.86 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.15 | 0.09 | | | -2 | 2 | | -| 11| p3770_s | 2.98 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | -0.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.04 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 20| rho_p | -0.29 | 0.38 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.43 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 4.25 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.115 0.035 0.232 0.073 -0.229 0.313 0.068 0.000 0.001 -0.110 -0.208 -0.005 0.023 0.262 0.029 -0.074 0.026 -0.017 0.029 -0.024 -0.135 -0.069 0.203 | -| bplus_1 | 0.115 1.000 -0.829 0.007 0.059 -0.171 0.165 -0.124 0.023 -0.005 -0.332 0.072 0.005 0.001 0.379 0.028 0.067 -0.001 0.080 -0.159 0.039 -0.019 -0.002 0.004 | -| bplus_0 | 0.035 -0.829 1.000 0.015 -0.043 -0.008 0.032 0.008 -0.017 0.007 0.014 0.048 0.005 0.001 0.029 -0.005 0.023 0.001 -0.114 0.255 -0.040 0.023 0.039 0.011 | -| p4160_p | 0.232 0.007 0.015 1.000 -0.018 -0.404 0.047 0.287 -0.001 0.000 -0.068 0.005 -0.003 0.043 0.211 -0.140 -0.023 0.026 -0.005 0.004 -0.011 -0.523 -0.183 0.359 | -| jpsi_p | 0.073 0.059 -0.043 -0.018 1.000 0.217 0.233 -0.014 -0.008 0.004 0.102 -0.035 -0.036 0.055 0.162 -0.019 -0.030 0.041 -0.032 0.012 -0.103 -0.065 -0.040 -0.061 | -| Ctt | -0.229 -0.171 -0.008 -0.404 0.217 1.000 -0.293 -0.077 -0.034 -0.001 0.685 -0.191 -0.002 -0.002 -0.123 0.187 0.219 0.006 0.010 0.011 0.110 0.294 0.264 -0.357 | -| Dbar_p | 0.313 0.165 0.032 0.047 0.233 -0.293 1.000 -0.071 -0.003 0.001 -0.078 -0.010 0.003 0.003 -0.087 -0.003 -0.011 0.017 -0.014 0.043 0.014 -0.127 -0.071 -0.003 | -| p4415_p | 0.068 -0.124 0.008 0.287 -0.014 -0.077 -0.071 1.000 -0.014 -0.001 0.207 -0.020 0.001 0.024 -0.031 -0.097 -0.124 0.012 0.009 -0.005 0.048 -0.219 -0.246 0.180 | -| phi_s | 0.000 0.023 -0.017 -0.001 -0.008 -0.034 -0.003 -0.014 1.000 -0.007 -0.064 -0.010 0.719 0.000 0.008 -0.004 -0.008 -0.000 0.030 0.046 0.150 -0.017 -0.020 -0.001 | -| omega_p | 0.001 -0.005 0.007 0.000 0.004 -0.001 0.001 -0.001 -0.007 1.000 -0.003 0.001 -0.004 -0.000 0.002 0.001 0.000 -0.000 -0.141 0.032 0.007 -0.000 -0.000 0.000 | -| bplus_2 | -0.110 -0.332 0.014 -0.068 0.102 0.685 -0.078 0.207 -0.064 -0.003 1.000 -0.109 0.017 0.003 -0.295 -0.002 -0.003 0.004 0.034 0.022 0.270 0.123 0.145 -0.077 | -| p3770_s | -0.208 0.072 0.048 0.005 -0.035 -0.191 -0.010 -0.020 -0.010 0.001 -0.109 1.000 0.001 0.025 0.161 -0.442 -0.000 0.025 -0.008 0.024 0.019 0.069 0.009 -0.059 | -| phi_p | -0.005 0.005 0.005 -0.003 -0.036 -0.002 0.003 0.001 0.719 -0.004 0.017 0.001 1.000 0.000 -0.000 -0.004 0.002 0.000 -0.011 0.061 0.143 0.004 0.005 -0.002 | -| DDstar_s | 0.023 0.001 0.001 0.043 0.055 -0.002 0.003 0.024 0.000 -0.000 0.003 0.025 0.000 1.000 0.033 0.025 0.001 -0.001 -0.000 0.001 0.000 0.007 0.007 0.024 | -| DDstar_p | 0.262 0.379 0.029 0.211 0.162 -0.123 -0.087 -0.031 0.008 0.002 -0.295 0.161 -0.000 0.033 1.000 -0.016 -0.079 0.003 -0.031 0.073 -0.027 -0.155 -0.085 0.144 | -| psi2s_p | 0.029 0.028 -0.005 -0.140 -0.019 0.187 -0.003 -0.097 -0.004 0.001 -0.002 -0.442 -0.004 0.025 -0.016 1.000 -0.005 0.024 -0.005 0.007 -0.003 -0.091 -0.078 -0.190 | -| p4415_s | -0.074 0.067 0.023 -0.023 -0.030 0.219 -0.011 -0.124 -0.008 0.000 -0.003 -0.000 0.002 0.001 -0.079 -0.005 1.000 0.001 -0.004 0.021 0.030 0.160 0.280 -0.014 | -| Dbar_s | 0.026 -0.001 0.001 0.026 0.041 0.006 0.017 0.012 -0.000 -0.000 0.004 0.025 0.000 -0.001 0.003 0.024 0.001 1.000 -0.000 0.000 0.001 0.003 0.003 0.018 | -| omega_s | -0.017 0.080 -0.114 -0.005 -0.032 0.010 -0.014 0.009 0.030 -0.141 0.034 -0.008 -0.011 -0.000 -0.031 -0.005 -0.004 -0.000 1.000 -0.404 0.308 0.004 0.001 -0.002 | -| rho_s | 0.029 -0.159 0.255 0.004 0.012 0.011 0.043 -0.005 0.046 0.032 0.022 0.024 0.061 0.001 0.073 0.007 0.021 0.000 -0.404 1.000 0.181 0.013 0.024 0.000 | -| rho_p | -0.024 0.039 -0.040 -0.011 -0.103 0.110 0.014 0.048 0.150 0.007 0.270 0.019 0.143 0.000 -0.027 -0.003 0.030 0.001 0.308 0.181 1.000 0.062 0.071 -0.008 | -| p4040_s | -0.135 -0.019 0.023 -0.523 -0.065 0.294 -0.127 -0.219 -0.017 -0.000 0.123 0.069 0.004 0.007 -0.155 -0.091 0.160 0.003 0.004 0.013 0.062 1.000 0.188 -0.207 | -| p4160_s | -0.069 -0.002 0.039 -0.183 -0.040 0.264 -0.071 -0.246 -0.020 -0.000 0.145 0.009 0.005 0.007 -0.085 -0.078 0.280 0.003 0.001 0.024 0.071 0.188 1.000 0.236 | -| p4040_p | 0.203 0.004 0.011 0.359 -0.061 -0.357 -0.003 0.180 -0.001 0.000 -0.077 -0.059 -0.002 0.024 0.144 -0.190 -0.014 0.018 -0.002 0.000 -0.008 -0.207 0.236 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10522248143670598}), (, {'error': 0.044765394301157224}), (, {'error': 0.021363078259353907}), (, {'error': 0.0956660226038295}), (, {'error': 0.02622451411189264}), (, {'error': 0.2088475000273632}), (, {'error': 0.2883080424974027}), (, {'error': 0.20486139893122735}), (, {'error': 1.1225248147677176}), (, {'error': 0.1445231950939494}), (, {'error': 0.09195504459780102}), (, {'error': 0.23194646074972125}), (, {'error': 0.2595210082524595}), (, {'error': 0.019668499831849123}), (, {'error': 0.3316709637463533}), (, {'error': 0.03165515774382932}), (, {'error': 0.1898555112163598}), (, {'error': 0.01564356598904071}), (, {'error': 0.94060772267252}), (, {'error': 0.32492579112294234}), (, {'error': 0.3815884008904975}), (, {'error': 0.1660982213072339}), (, {'error': 0.16509634857857347}), (, {'error': 0.19725825712223166})]) -Toy 22/25 -Time taken: 1 h, 59 min -Projected time left: 16 min, 18 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1371 (1371 total) | -| EDM = 3.01E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297259.08966012404 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -1.03 | 0.05 | | | -2 | 2 | | -| 2 | bplus_0 | 0.527 | 0.023 | | | -2 | 2 | | -| 3 | p4160_p | -1.93 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.682 | 0.026 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.61 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.18 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 4.06 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.15 | 0.10 | | | -2 | 2 | | -| 11| p3770_s | 3.18 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 5.05 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.76 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.42 | 0.31 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.95 | 0.24 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.66 | 0.18 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -2.54 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.091 0.036 0.220 0.044 -0.247 0.315 0.042 0.004 0.001 -0.117 -0.216 0.002 0.018 0.245 0.009 -0.080 0.024 -0.011 0.023 -0.017 -0.173 -0.058 0.127 | -| bplus_1 | 0.091 1.000 -0.861 -0.018 0.043 -0.162 0.170 -0.105 0.022 -0.004 -0.311 0.059 -0.000 -0.004 0.306 0.036 0.110 -0.002 0.063 -0.149 0.010 0.021 -0.011 -0.018 | -| bplus_0 | 0.036 -0.861 1.000 0.009 -0.048 -0.011 0.037 0.008 -0.022 0.005 0.008 0.043 -0.003 0.001 0.031 -0.006 0.018 0.001 -0.083 0.218 0.001 0.014 0.029 0.013 | -| p4160_p | 0.220 -0.018 0.009 1.000 -0.032 -0.406 0.026 0.289 0.000 0.000 -0.059 0.002 0.001 0.028 0.184 -0.138 -0.122 0.018 -0.002 -0.002 -0.010 -0.541 -0.118 0.110 | -| jpsi_p | 0.044 0.043 -0.048 -0.032 1.000 0.230 0.208 -0.025 0.021 0.003 0.113 -0.040 0.013 0.043 0.155 -0.032 -0.024 0.034 -0.026 0.017 -0.091 -0.001 -0.054 -0.107 | -| Ctt | -0.247 -0.162 -0.011 -0.406 0.230 1.000 -0.294 -0.021 -0.039 -0.001 0.685 -0.199 0.001 0.001 -0.107 0.176 0.192 0.007 0.007 -0.006 0.098 0.362 0.199 -0.244 | -| Dbar_p | 0.315 0.170 0.037 0.026 0.208 -0.294 1.000 -0.098 -0.006 0.001 -0.104 -0.014 -0.001 0.004 -0.074 -0.016 0.024 0.014 -0.011 0.037 0.020 -0.058 -0.099 -0.090 | -| p4415_p | 0.042 -0.105 0.008 0.289 -0.025 -0.021 -0.098 1.000 -0.024 -0.001 0.209 -0.021 0.000 0.016 -0.054 -0.107 -0.182 0.008 0.006 -0.009 0.051 -0.231 -0.137 0.101 | -| phi_s | 0.004 0.022 -0.022 0.000 0.021 -0.039 -0.006 -0.024 1.000 -0.006 -0.100 -0.013 -0.401 -0.000 0.010 -0.001 -0.002 -0.000 0.043 -0.013 0.062 -0.016 -0.027 -0.011 | -| omega_p | 0.001 -0.004 0.005 0.000 0.003 -0.001 0.001 -0.001 -0.006 1.000 -0.002 0.000 0.001 -0.000 0.001 0.000 0.000 -0.000 -0.102 0.026 0.004 -0.000 -0.000 -0.000 | -| bplus_2 | -0.117 -0.311 0.008 -0.059 0.113 0.685 -0.104 0.209 -0.100 -0.002 1.000 -0.114 -0.002 0.007 -0.265 -0.021 -0.101 0.005 0.025 -0.013 0.247 0.085 0.131 -0.026 | -| p3770_s | -0.216 0.059 0.043 0.002 -0.040 -0.199 -0.014 -0.021 -0.013 0.000 -0.114 1.000 0.001 0.017 0.147 -0.423 0.009 0.019 -0.005 0.014 0.019 0.095 -0.004 -0.034 | -| phi_p | 0.002 -0.000 -0.003 0.001 0.013 0.001 -0.001 0.000 -0.401 0.001 -0.002 0.001 1.000 -0.000 -0.000 0.002 -0.000 -0.000 0.012 -0.014 -0.036 -0.000 -0.000 0.001 | -| DDstar_s | 0.018 -0.004 0.001 0.028 0.043 0.001 0.004 0.016 -0.000 -0.000 0.007 0.017 -0.000 1.000 0.022 0.021 -0.000 -0.001 0.000 -0.000 0.001 0.003 0.008 0.018 | -| DDstar_p | 0.245 0.306 0.031 0.184 0.155 -0.107 -0.074 -0.054 0.010 0.001 -0.265 0.147 -0.000 0.022 1.000 -0.007 -0.038 0.002 -0.019 0.057 -0.010 -0.125 -0.083 0.050 | -| psi2s_p | 0.009 0.036 -0.006 -0.138 -0.032 0.176 -0.016 -0.107 -0.001 0.000 -0.021 -0.423 0.002 0.021 -0.007 1.000 0.025 0.020 -0.004 0.007 -0.003 0.036 -0.108 -0.241 | -| p4415_s | -0.080 0.110 0.018 -0.122 -0.024 0.192 0.024 -0.182 -0.002 0.000 -0.101 0.009 -0.000 -0.000 -0.038 0.025 1.000 -0.000 -0.006 0.018 0.006 0.172 0.326 0.034 | -| Dbar_s | 0.024 -0.002 0.001 0.018 0.034 0.007 0.014 0.008 -0.000 -0.000 0.005 0.019 -0.000 -0.001 0.002 0.020 -0.000 1.000 0.000 0.000 0.001 -0.001 0.003 0.013 | -| omega_s | -0.011 0.063 -0.083 -0.002 -0.026 0.007 -0.011 0.006 0.043 -0.102 0.025 -0.005 0.012 0.000 -0.019 -0.004 -0.006 0.000 1.000 -0.432 0.257 0.000 0.002 0.001 | -| rho_s | 0.023 -0.149 0.218 -0.002 0.017 -0.006 0.037 -0.009 -0.013 0.026 -0.013 0.014 -0.014 -0.000 0.057 0.007 0.018 0.000 -0.432 1.000 0.189 0.009 0.008 -0.002 | -| rho_p | -0.017 0.010 0.001 -0.010 -0.091 0.098 0.020 0.051 0.062 0.004 0.247 0.019 -0.036 0.001 -0.010 -0.003 0.006 0.001 0.257 0.189 1.000 0.040 0.062 0.015 | -| p4040_s | -0.173 0.021 0.014 -0.541 -0.001 0.362 -0.058 -0.231 -0.016 -0.000 0.085 0.095 -0.000 0.003 -0.125 0.036 0.172 -0.001 0.000 0.009 0.040 1.000 -0.102 -0.253 | -| p4160_s | -0.058 -0.011 0.029 -0.118 -0.054 0.199 -0.099 -0.137 -0.027 -0.000 0.131 -0.004 -0.000 0.008 -0.083 -0.108 0.326 0.003 0.002 0.008 0.062 -0.102 1.000 0.349 | -| p4040_p | 0.127 -0.018 0.013 0.110 -0.107 -0.244 -0.090 0.101 -0.011 -0.000 -0.026 -0.034 0.001 0.018 0.050 -0.241 0.034 0.013 0.001 -0.002 0.015 -0.253 0.349 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09956657814558412}), (, {'error': 0.04840129730192744}), (, {'error': 0.022994078927032202}), (, {'error': 0.110003999737736}), (, {'error': 0.026116240382235034}), (, {'error': 0.2105130186274402}), (, {'error': 0.27247571386550806}), (, {'error': 0.26800171626608105}), (, {'error': 0.866094027073883}), (, {'error': 0.1129420385533546}), (, {'error': 0.0966258080154494}), (, {'error': 0.22593140139075674}), (, {'error': 0.2650469955274044}), (, {'error': 0.0158494203724322}), (, {'error': 0.27915227071368065}), (, {'error': 0.03168810341182393}), (, {'error': 0.19198244839612372}), (, {'error': 0.01257628419182688}), (, {'error': 0.9544759655157611}), (, {'error': 0.31070366971598606}), (, {'error': 0.24466229918781224}), (, {'error': 0.17833742361327487}), (, {'error': 0.1649764595485692}), (, {'error': 0.26741579838104257})]) -Toy 23/25 -Time taken: 2 h, 6 min -Projected time left: 10 min, 58 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1379 (1379 total) | -| EDM = 6.86E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297297.5383213764 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | 3.87 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.94 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | 0.503 | 0.021 | | | -2 | 2 | | -| 3 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | 4.73 | 0.03 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.25 | 0.24 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -3.62 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | 5.13 | 0.26 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | -0.06 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.44 | 0.10 | | | -2 | 2 | | -| 11| p3770_s | 3.15 | 0.25 | | |0.918861 | 4.08114 | | -| 12| phi_p | 6.15 | 0.25 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 14| DDstar_p | -3.46 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 0.75 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 18| omega_s | 6.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 1.19 | 0.30 | | |0.0253049| 2.0747 | | -| 20| rho_p | 5.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 0.88 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | -3.15 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.086 0.037 -0.001 0.208 -0.262 0.430 0.083 -0.001 -0.002 -0.162 -0.002 -0.002 -0.001 0.245 0.128 -0.072 0.006 -0.008 0.026 -0.005 -0.232 0.011 0.176 | -| bplus_1 | 0.086 1.000 -0.906 -0.001 0.044 -0.202 0.132 -0.098 0.026 0.026 -0.164 0.101 0.008 -0.021 0.124 0.085 0.017 -0.012 0.078 -0.168 -0.111 -0.026 0.001 0.062 | -| bplus_0 | 0.037 -0.906 1.000 -0.000 -0.034 -0.020 0.048 0.006 -0.022 -0.024 -0.118 0.046 0.002 -0.000 0.024 0.001 0.018 0.000 -0.084 0.192 0.146 0.002 0.001 0.027 | -| p4160_p | -0.001 -0.001 -0.000 1.000 0.000 -0.001 0.001 0.004 0.000 -0.000 -0.001 -0.000 -0.000 -0.000 -0.001 0.003 -0.002 -0.000 -0.000 0.001 -0.001 0.008 -0.002 -0.003 | -| jpsi_p | 0.208 0.044 -0.034 0.000 1.000 0.243 0.394 0.039 -0.010 -0.014 0.167 0.061 -0.027 0.015 0.397 0.113 0.017 0.020 -0.028 0.058 -0.029 0.024 0.004 0.034 | -| Ctt | -0.262 -0.202 -0.020 -0.001 0.243 1.000 -0.132 -0.066 -0.034 0.004 0.805 -0.386 0.001 0.007 -0.040 0.102 0.273 0.023 0.006 -0.083 0.105 0.465 -0.014 -0.169 | -| Dbar_p | 0.430 0.132 0.048 0.001 0.394 -0.132 1.000 -0.043 -0.011 0.003 -0.040 0.154 0.008 0.002 -0.062 0.147 -0.026 0.010 -0.003 -0.008 0.058 -0.052 0.005 0.024 | -| p4415_p | 0.083 -0.098 0.006 0.004 0.039 -0.066 -0.043 1.000 -0.012 0.005 0.165 0.030 0.004 0.010 0.082 -0.075 -0.042 0.008 0.007 -0.038 0.035 -0.197 0.007 -0.033 | -| phi_s | -0.001 0.026 -0.022 0.000 -0.010 -0.034 -0.011 -0.012 1.000 0.048 -0.059 -0.006 0.669 -0.000 -0.002 -0.007 -0.016 -0.000 0.054 -0.066 0.098 -0.011 -0.000 -0.014 | -| omega_p | -0.002 0.026 -0.024 -0.000 -0.014 0.004 0.003 0.005 0.048 1.000 0.023 0.001 0.042 0.000 0.001 -0.001 0.003 0.000 0.582 -0.015 -0.065 0.001 0.000 0.003 | -| bplus_2 | -0.162 -0.164 -0.118 -0.001 0.167 0.805 -0.040 0.165 -0.059 0.023 1.000 -0.236 0.023 0.016 -0.077 -0.022 0.168 0.013 0.040 -0.209 0.213 0.237 -0.006 -0.047 | -| p3770_s | -0.002 0.101 0.046 -0.000 0.061 -0.386 0.154 0.030 -0.006 0.001 -0.236 1.000 0.003 0.004 0.229 -0.387 -0.058 0.014 -0.003 0.005 0.016 -0.063 0.006 0.153 | -| phi_p | -0.002 0.008 0.002 -0.000 -0.027 0.001 0.008 0.004 0.669 0.042 0.023 0.003 1.000 0.000 0.004 -0.001 0.005 0.000 0.018 -0.048 0.129 0.002 0.000 0.005 | -| DDstar_s | -0.001 -0.021 -0.000 -0.000 0.015 0.007 0.002 0.010 -0.000 0.000 0.016 0.004 0.000 1.000 0.009 0.015 0.009 -0.001 0.001 -0.003 -0.001 0.002 0.000 0.018 | -| DDstar_p | 0.245 0.124 0.024 -0.001 0.397 -0.040 -0.062 0.082 -0.002 0.001 -0.077 0.229 0.004 0.009 1.000 0.175 -0.017 -0.002 -0.006 0.013 0.023 -0.113 0.011 0.230 | -| psi2s_p | 0.128 0.085 0.001 0.003 0.113 0.102 0.147 -0.075 -0.007 -0.001 -0.022 -0.387 -0.001 0.015 0.175 1.000 -0.038 0.020 -0.005 0.003 0.023 0.092 -0.000 -0.196 | -| p4415_s | -0.072 0.017 0.018 -0.002 0.017 0.273 -0.026 -0.042 -0.016 0.003 0.168 -0.058 0.005 0.009 -0.017 -0.038 1.000 0.007 0.002 -0.033 0.065 0.050 0.002 0.066 | -| Dbar_s | 0.006 -0.012 0.000 -0.000 0.020 0.023 0.010 0.008 -0.000 0.000 0.013 0.014 0.000 -0.001 -0.002 0.020 0.007 1.000 0.001 -0.002 -0.000 -0.002 0.000 0.019 | -| omega_s | -0.008 0.078 -0.084 -0.000 -0.028 0.006 -0.003 0.007 0.054 0.582 0.040 -0.003 0.018 0.001 -0.006 -0.005 0.002 0.001 1.000 -0.436 -0.058 0.001 -0.000 0.002 | -| rho_s | 0.026 -0.168 0.192 0.001 0.058 -0.083 -0.008 -0.038 -0.066 -0.015 -0.209 0.005 -0.048 -0.003 0.013 0.003 -0.033 -0.002 -0.436 1.000 -0.009 -0.027 0.000 -0.022 | -| rho_p | -0.005 -0.111 0.146 -0.001 -0.029 0.105 0.058 0.035 0.098 -0.065 0.213 0.016 0.129 -0.001 0.023 0.023 0.065 -0.000 -0.058 -0.009 1.000 0.046 -0.000 0.048 | -| p4040_s | -0.232 -0.026 0.002 0.008 0.024 0.465 -0.052 -0.197 -0.011 0.001 0.237 -0.063 0.002 0.002 -0.113 0.092 0.050 -0.002 0.001 -0.027 0.046 1.000 -0.012 -0.247 | -| p4160_s | 0.011 0.001 0.001 -0.002 0.004 -0.014 0.005 0.007 -0.000 0.000 -0.006 0.006 0.000 0.000 0.011 -0.000 0.002 0.000 -0.000 0.000 -0.000 -0.012 1.000 -0.004 | -| p4040_p | 0.176 0.062 0.027 -0.003 0.034 -0.169 0.024 -0.033 -0.014 0.003 -0.047 0.153 0.005 0.018 0.230 -0.196 0.066 0.019 0.002 -0.022 0.048 -0.247 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10779019469767359}), (, {'error': 0.04038737582471974}), (, {'error': 0.02120067021813199}), (, {'error': 0.009903336431978271}), (, {'error': 0.03171451721696883}), (, {'error': 0.23773345702903514}), (, {'error': 0.26798748083091506}), (, {'error': 0.2567990749431983}), (, {'error': 1.0813516730481219}), (, {'error': 0.25602784449167615}), (, {'error': 0.09935123666978174}), (, {'error': 0.24645455517652115}), (, {'error': 0.24645208687419995}), (, {'error': 0.011691339792849031}), (, {'error': 0.26809780832544305}), (, {'error': 0.032175887117009694}), (, {'error': 0.18111576172019084}), (, {'error': 0.012871347613906986}), (, {'error': 1.1617962313362753}), (, {'error': 0.2961371613269019}), (, {'error': 0.332414027939258}), (, {'error': 0.1710111438971617}), (, {'error': 0.012700477585535275}), (, {'error': 0.17297649065013987})]) -Toy 24/25 -Time taken: 2 h, 12 min -Projected time left: 5 min, 31 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1434 (1434 total) | -| EDM = 0.000122 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297016.03720965213 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p3770_p | -2.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.77 | 0.04 | | | -2 | 2 | | -| 2 | bplus_0 | 0.426 | 0.018 | | | -2 | 2 | | -| 3 | p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | jpsi_p | -1.587 | 0.028 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.34 | 0.22 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4415_p | -2.19 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.4 | 1.6 | | | 14.8182 | 23.5818 | | -| 9 | omega_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.28 | 0.08 | | | -2 | 2 | | -| 11| p3770_s | 3.57 | 0.23 | | |0.918861 | 4.08114 | | -| 12| phi_p | 0.24 | 0.37 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 14| DDstar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 16| p4415_s | 1.54 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| omega_s | 5.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 19| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 20| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| p4040_s | 1.42 | 0.17 | | |0.00501244| 2.01499 | | -| 22| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | | -| 23| p4040_p | 3.80 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p3770_p bplus_1 bplus_0 p4160_p jpsi_p Ctt Dbar_p p4415_p phi_s omega_p bplus_2 p3770_s phi_p DDstar_s DDstar_p psi2s_p p4415_s Dbar_s omega_s rho_s rho_p p4040_s p4160_s p4040_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p3770_p | 1.000 0.160 0.031 0.277 0.169 -0.241 0.422 0.094 0.002 0.004 -0.102 -0.157 0.001 0.020 0.282 0.091 -0.054 0.029 -0.011 0.041 -0.007 -0.164 -0.071 0.230 | -| bplus_1 | 0.160 1.000 -0.821 0.047 0.146 -0.194 0.205 -0.071 0.008 -0.016 -0.321 0.100 -0.007 -0.010 0.384 0.069 0.131 -0.006 0.062 -0.195 0.028 0.010 0.002 0.057 | -| bplus_0 | 0.031 -0.821 1.000 0.021 -0.074 0.006 0.028 0.036 -0.006 0.023 0.007 0.056 0.013 0.000 0.001 -0.005 0.022 0.001 -0.096 0.311 -0.041 0.030 0.053 0.033 | -| p4160_p | 0.277 0.047 0.021 1.000 0.042 -0.408 0.111 0.308 -0.005 0.002 -0.085 0.040 -0.005 0.046 0.276 -0.123 -0.071 0.033 -0.004 0.014 -0.002 -0.556 -0.188 0.236 | -| jpsi_p | 0.169 0.146 -0.074 0.042 1.000 0.165 0.323 -0.001 -0.007 0.008 0.095 0.021 -0.025 0.057 0.238 0.010 -0.011 0.046 0.008 0.011 -0.013 -0.024 -0.042 -0.029 | -| Ctt | -0.241 -0.194 0.006 -0.408 0.165 1.000 -0.310 -0.057 -0.031 0.000 0.702 -0.203 -0.006 -0.002 -0.109 0.158 0.199 0.009 -0.043 0.037 0.009 0.360 0.273 -0.322 | -| Dbar_p | 0.422 0.205 0.028 0.111 0.323 -0.310 1.000 -0.033 -0.002 0.003 -0.087 0.060 0.004 0.003 -0.086 0.052 0.032 0.021 -0.022 0.057 -0.005 -0.080 -0.074 0.054 | -| p4415_p | 0.094 -0.071 0.036 0.308 -0.001 -0.057 -0.033 1.000 -0.023 0.000 0.163 0.003 -0.009 0.041 0.051 -0.111 -0.154 0.023 -0.023 0.025 0.004 -0.245 -0.187 0.144 | -| phi_s | 0.002 0.008 -0.006 -0.005 -0.007 -0.031 -0.002 -0.023 1.000 -0.011 -0.083 -0.014 0.868 0.001 0.011 -0.006 -0.004 0.000 -0.034 0.011 -0.003 -0.017 -0.024 -0.011 | -| omega_p | 0.004 -0.016 0.023 0.002 0.008 0.000 0.003 0.000 -0.011 1.000 -0.004 0.002 -0.004 -0.000 0.005 0.002 0.002 -0.000 -0.263 0.070 -0.006 0.001 0.001 0.002 | -| bplus_2 | -0.102 -0.321 0.007 -0.085 0.095 0.702 -0.087 0.163 -0.083 -0.004 1.000 -0.116 -0.022 0.009 -0.249 -0.020 -0.080 0.005 -0.089 0.066 0.027 0.107 0.140 -0.094 | -| p3770_s | -0.157 0.100 0.056 0.040 0.021 -0.203 0.060 0.003 -0.014 0.002 -0.116 1.000 -0.006 0.025 0.206 -0.411 0.021 0.030 -0.019 0.040 -0.002 0.091 0.008 0.001 | -| phi_p | 0.001 -0.007 0.013 -0.005 -0.025 -0.006 0.004 -0.009 0.868 -0.004 -0.022 -0.006 1.000 0.001 0.007 -0.006 0.000 0.001 -0.061 0.035 -0.010 -0.004 -0.006 -0.007 | -| DDstar_s | 0.020 -0.010 0.000 0.046 0.057 -0.002 0.003 0.041 0.001 -0.000 0.009 0.025 0.001 1.000 0.031 0.029 -0.001 -0.002 0.000 -0.001 0.000 0.006 0.010 0.038 | -| DDstar_p | 0.282 0.384 0.001 0.276 0.238 -0.109 -0.086 0.051 0.011 0.005 -0.249 0.206 0.007 0.031 1.000 0.039 -0.014 0.000 -0.016 0.071 -0.011 -0.106 -0.057 0.201 | -| psi2s_p | 0.091 0.069 -0.005 -0.123 0.010 0.158 0.052 -0.111 -0.006 0.002 -0.020 -0.411 -0.006 0.029 0.039 1.000 0.026 0.030 -0.006 0.016 -0.002 0.003 -0.079 -0.214 | -| p4415_s | -0.054 0.131 0.022 -0.071 -0.011 0.199 0.032 -0.154 -0.004 0.002 -0.080 0.021 0.000 -0.001 -0.014 0.026 1.000 -0.002 -0.013 0.033 -0.002 0.179 0.329 0.008 | -| Dbar_s | 0.029 -0.006 0.001 0.033 0.046 0.009 0.021 0.023 0.000 -0.000 0.005 0.030 0.001 -0.002 0.000 0.030 -0.002 1.000 -0.000 -0.001 0.000 -0.001 0.004 0.033 | -| omega_s | -0.011 0.062 -0.096 -0.004 0.008 -0.043 -0.022 -0.023 -0.034 -0.263 -0.089 -0.019 -0.061 0.000 -0.016 -0.006 -0.013 -0.000 1.000 -0.423 0.091 -0.023 -0.033 -0.010 | -| rho_s | 0.041 -0.195 0.311 0.014 0.011 0.037 0.057 0.025 0.011 0.070 0.066 0.040 0.035 -0.001 0.071 0.016 0.033 -0.001 -0.423 1.000 -0.055 0.032 0.046 0.022 | -| rho_p | -0.007 0.028 -0.041 -0.002 -0.013 0.009 -0.005 0.004 -0.003 -0.006 0.027 -0.002 -0.010 0.000 -0.011 -0.002 -0.002 0.000 0.091 -0.055 1.000 0.003 0.003 -0.001 | -| p4040_s | -0.164 0.010 0.030 -0.556 -0.024 0.360 -0.080 -0.245 -0.017 0.001 0.107 0.091 -0.004 0.006 -0.106 0.003 0.179 -0.001 -0.023 0.032 0.003 1.000 0.051 -0.266 | -| p4160_s | -0.071 0.002 0.053 -0.188 -0.042 0.273 -0.074 -0.187 -0.024 0.001 0.140 0.008 -0.006 0.010 -0.057 -0.079 0.329 0.004 -0.033 0.046 0.003 0.051 1.000 0.256 | -| p4040_p | 0.230 0.057 0.033 0.236 -0.029 -0.322 0.054 0.144 -0.011 0.002 -0.094 0.001 -0.007 0.038 0.201 -0.214 0.008 0.033 -0.010 0.022 -0.001 -0.266 0.256 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0990301494917436}), (, {'error': 0.03589480828053926}), (, {'error': 0.01770919311453234}), (, {'error': 0.09766524556012435}), (, {'error': 0.027515981810572576}), (, {'error': 0.21522222554933862}), (, {'error': 0.3294873425450402}), (, {'error': 0.13984231404892622}), (, {'error': 1.6056442063444143}), (, {'error': 0.317929979254326}), (, {'error': 0.0771628333717117}), (, {'error': 0.22672054838998967}), (, {'error': 0.3735887356468166}), (, {'error': 0.022406877320145013}), (, {'error': 0.3327258903057828}), (, {'error': 0.031672653410261375}), (, {'error': 0.19090533061175363}), (, {'error': 0.01928357548726939}), (, {'error': 0.9581283424482367}), (, {'error': 0.3740884108176421}), (, {'error': 0.12865091443667476}), (, {'error': 0.17016789852688308}), (, {'error': 0.16769335299608512}), (, {'error': 0.13278258179523927})]) -Toy 25/25 -Time taken: 2 h, 18 min -Projected time left: -20/25 fits converged -Mean Ctt value = -0.4777766978784309 -Mean Ctt error = 0.20120251414093615 -95 Sensitivy = 0.00034005259425172235 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247874.out b/finished fits/ff1data1/slurm-2247874.out deleted file mode 100644 index 034c9e3..0000000 --- a/finished fits/ff1data1/slurm-2247874.out +++ /dev/null @@ -1,5322 +0,0 @@ -Simulation starting -2019-09-05 19:19:10.921784: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:19:11.243636: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0a:00.0 -2019-09-05 19:19:11.244095: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:19:11.246666: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:19:11.248926: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:19:11.249351: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:19:11.251929: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:19:11.253962: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:19:11.259939: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:19:11.266152: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:19:11.266633: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:19:11.292903: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:19:11.293305: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x560660147b20 executing computations on platform Host. Devices: -2019-09-05 19:19:11.293345: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:19:11.296986: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0a:00.0 -2019-09-05 19:19:11.297072: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:19:11.297100: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:19:11.297123: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:19:11.297147: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:19:11.297170: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:19:11.297193: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:19:11.297228: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:19:11.303896: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:19:11.304076: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:19:11.505833: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:19:11.505885: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:19:11.505900: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:19:11.514712: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0a:00.0, compute capability: 3.7) -2019-09-05 19:19:11.517499: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5606606a4050 executing computations on platform CUDA. Devices: -2019-09-05 19:19:11.517546: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:19:13.603997 140572698846976 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:19:13.662034 140572698846976 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:19:14.161739 140572698846976 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:19:37.672471: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:19:46.544084 140572698846976 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 355989.2584503 Edm = 989.768 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 355989.2584503 Edm = 989.768 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302773.4978151 Edm = 43.1463 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300469.3315269 Edm = 51.2425 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 300465.3810291 Edm = 76.7508 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 300325.2767284 Edm = 128.558 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 299820.317861 Edm = 16.7533 NCalls = 37 -VariableMetric: Iteration # 6 - FCN = 299723.8760859 Edm = 66.4029 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 299425.3076198 Edm = 123.697 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 299218.2061812 Edm = 101.403 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 299096.1830865 Edm = 267.474 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 298940.594805 Edm = 36.1188 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 298884.0345705 Edm = 6.85186 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 298875.8170527 Edm = 1.32487 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 298854.0656481 Edm = 87.4928 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 298828.5133791 Edm = 24.5492 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297905.7582508 Edm = 7.03414 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297889.8849978 Edm = 10.1831 NCalls = 76 -VariableMetric: Iteration # 17 - FCN = 297855.7965449 Edm = 16.286 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297846.2257079 Edm = 3.70976 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297838.4859824 Edm = 1.46259 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297834.9031421 Edm = 0.424513 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297834.5725225 Edm = 0.163288 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297834.4788822 Edm = 0.0425175 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297834.3075331 Edm = 0.0503447 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297832.8344446 Edm = 1.55013 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297824.4525603 Edm = 12.3491 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297824.0651252 Edm = 0.532273 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297820.2207864 Edm = 3.10046 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297672.5082485 Edm = 68.6883 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297646.4577263 Edm = 12.223 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297634.1007409 Edm = 2.76705 NCalls = 124 -VariableMetric: Iteration # 31 - FCN = 297622.0939405 Edm = 3.29037 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297618.7613469 Edm = 3.82944 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297617.0277982 Edm = 0.219038 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297616.6723975 Edm = 0.0575481 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297616.6200653 Edm = 0.0146884 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297616.5242297 Edm = 0.0686971 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297591.6188014 Edm = 6.72229 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297581.7054126 Edm = 0.771145 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297581.3884641 Edm = 0.315829 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297581.1593816 Edm = 0.0646952 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297581.0788206 Edm = 0.0196721 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297581.0080759 Edm = 0.0172282 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297580.863776 Edm = 0.120184 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297564.2211001 Edm = 7.54084 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297560.5541717 Edm = 11.0315 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297557.063111 Edm = 0.0697502 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297557.0093113 Edm = 0.0122537 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297556.9883271 Edm = 0.0173326 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297556.5168455 Edm = 0.538369 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297555.5770632 Edm = 0.883589 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297531.4161992 Edm = 3.92212 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297528.9375708 Edm = 1.15 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297526.4373481 Edm = 0.73746 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297523.8260584 Edm = 0.704586 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297523.0325963 Edm = 0.505651 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297522.8117112 Edm = 0.0615217 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297522.722754 Edm = 0.00935264 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297522.7067018 Edm = 0.00229171 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297522.6989147 Edm = 0.0024116 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297522.6384814 Edm = 0.0570684 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297518.044702 Edm = 4.48536 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297516.291829 Edm = 1.67151 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297508.8239188 Edm = 1.90928 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297507.7803669 Edm = 0.139465 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297507.6658713 Edm = 0.0175854 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297507.643671 Edm = 0.00219797 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297507.6405706 Edm = 0.000899505 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297507.617828 Edm = 0.0206991 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297506.7445755 Edm = 0.581113 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297502.3368194 Edm = 2.23828 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297501.0001173 Edm = 0.879019 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297499.6002784 Edm = 0.553416 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297499.238365 Edm = 0.031952 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297499.2070113 Edm = 0.00418246 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297499.2039944 Edm = 0.00011205 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297499.2031999 Edm = 0.0006189 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297499.1532862 Edm = 0.0426364 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297498.4054674 Edm = 0.163474 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297497.7758041 Edm = 0.281756 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297497.1547707 Edm = 0.0488034 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297497.0960607 Edm = 0.001993 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297497.093502 Edm = 0.000246641 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297497.0929212 Edm = 0.00041316 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297497.0768767 Edm = 0.0153759 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297495.7993666 Edm = 0.736108 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297494.596005 Edm = 0.190261 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297494.4765508 Edm = 0.00562115 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297494.4704302 Edm = 0.000514695 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297494.469793 Edm = 0.000111692 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297494.4695439 Edm = 0.00018665 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297494.463645 Edm = 0.00732936 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297494.4452491 Edm = 0.0177416 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297491.7161046 Edm = 0.165455 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297491.5518709 Edm = 0.00484835 NCalls = 319 -VariableMetric: Iteration # 95 - FCN = 297491.5484818 Edm = 0.000550563 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297491.5479214 Edm = 9.56165e-05 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297491.5472017 Edm = 0.000639281 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297491.5190919 Edm = 0.0280206 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297491.1328132 Edm = 0.306824 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297490.111486 Edm = 0.515897 NCalls = 344 -VariableMetric: Iteration # 101 - FCN = 297489.4779875 Edm = 0.0891278 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297489.3962495 Edm = 0.0668175 NCalls = 348 -VariableMetric: Iteration # 103 - FCN = 297489.3433819 Edm = 0.0142216 NCalls = 350 -VariableMetric: Iteration # 104 - FCN = 297489.3092216 Edm = 0.00493639 NCalls = 352 -VariableMetric: Iteration # 105 - FCN = 297489.3036417 Edm = 0.000218742 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297489.3033685 Edm = 4.67593e-05 NCalls = 356 -VariableMetric: After Hessian - FCN = 297489.3033685 Edm = 1.86835 NCalls = 831 -VariableMetric: Iteration # 107 - FCN = 297489.3033685 Edm = 1.86835 NCalls = 831 -VariableMetric: Iteration # 108 - FCN = 297487.8349336 Edm = 0.347658 NCalls = 833 -VariableMetric: Iteration # 109 - FCN = 297487.6204946 Edm = 0.0441307 NCalls = 835 -VariableMetric: Iteration # 110 - FCN = 297487.5618149 Edm = 0.00678631 NCalls = 837 -VariableMetric: Iteration # 111 - FCN = 297487.5508592 Edm = 0.00160926 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297487.5457448 Edm = 0.00193079 NCalls = 841 -VariableMetric: Iteration # 113 - FCN = 297487.5382207 Edm = 0.00132711 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297487.5363355 Edm = 0.000179716 NCalls = 845 -VariableMetric: Iteration # 115 - FCN = 297487.5361115 Edm = 4.29142e-05 NCalls = 847 -VariableMetric: After Hessian - FCN = 297487.5361115 Edm = 0.000104717 NCalls = 1326 -VariableMetric: Iteration # 116 - FCN = 297487.5361115 Edm = 0.000104717 NCalls = 1326 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309901.9998066 Edm = 35.6176 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309901.9998066 Edm = 35.6176 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302693.3096008 Edm = 12.4787 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302606.3917004 Edm = 284.117 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 302579.4274486 Edm = 0.685694 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 302547.4021415 Edm = 29.8528 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298677.5979093 Edm = 1931.45 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298663.298825 Edm = 102.056 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297802.3100539 Edm = 13.417 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297773.8007401 Edm = 2.35526 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297760.2918606 Edm = 6.62591 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297719.8111629 Edm = 2.49319 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297716.9612294 Edm = 0.167675 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297716.3522655 Edm = 0.44259 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297638.4542913 Edm = 6.56761 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297627.9810316 Edm = 1.03653 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297626.2835526 Edm = 0.0376732 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297626.2049028 Edm = 0.0174566 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297625.9635937 Edm = 0.159798 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297583.1630559 Edm = 35.1751 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297497.584625 Edm = 30.7376 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297485.0231863 Edm = 5.37483 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297480.3621249 Edm = 1.03078 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297479.5899085 Edm = 0.0901023 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297479.4846024 Edm = 0.0464353 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297475.307464 Edm = 3.62783 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297433.7566443 Edm = 3.23321 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297430.2106704 Edm = 0.373182 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297429.3486554 Edm = 0.0906803 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297429.2411262 Edm = 0.0105908 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297429.2195075 Edm = 0.0039579 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297429.1980446 Edm = 0.0125842 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297428.9131308 Edm = 0.194592 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297419.8784782 Edm = 4.31489 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297412.7663846 Edm = 1.71096 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297410.7182886 Edm = 0.7251 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297410.0747134 Edm = 0.130961 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297409.9321233 Edm = 0.00503467 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297409.9241015 Edm = 0.00253042 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297409.8939091 Edm = 0.030279 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297408.845972 Edm = 0.929273 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297401.7468744 Edm = 4.65601 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297390.4919348 Edm = 3.05337 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297384.6274862 Edm = 2.19053 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297381.6243819 Edm = 0.799233 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297381.0715223 Edm = 0.0975296 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297381.0175323 Edm = 0.00931941 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297381.0076619 Edm = 0.00218899 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297381.0005366 Edm = 0.00599768 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297380.9465842 Edm = 0.0699583 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297380.8596209 Edm = 0.0831162 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297374.8856228 Edm = 1.92262 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297373.2086466 Edm = 0.0532249 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297373.1666923 Edm = 0.00329986 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297373.1624958 Edm = 0.0017808 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297373.1380314 Edm = 0.0250943 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297372.3147316 Edm = 0.961802 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297372.21737 Edm = 0.0969325 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297370.1110677 Edm = 0.0729441 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297359.5705977 Edm = 1.25186 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297358.7020891 Edm = 0.0420806 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297358.6631583 Edm = 0.00381974 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297358.6585576 Edm = 0.00140063 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297358.6562268 Edm = 0.00195401 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297358.6317142 Edm = 0.0240235 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297358.2920079 Edm = 0.308044 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297346.0536934 Edm = 5.49174 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297338.1629123 Edm = 2.32707 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297334.4214447 Edm = 1.06959 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297331.843166 Edm = 2.51672 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297329.8941435 Edm = 1.59115 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297328.7552279 Edm = 1.59261 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297327.3830095 Edm = 0.31425 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297326.8051764 Edm = 0.158463 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297326.5708507 Edm = 0.0581766 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297326.5159776 Edm = 0.0170139 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297326.4806931 Edm = 0.0117143 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297326.462761 Edm = 0.00200025 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297326.458094 Edm = 0.00306911 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297326.396289 Edm = 0.054807 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297326.2405589 Edm = 0.0746484 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297326.1172795 Edm = 0.0636958 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297325.9329257 Edm = 0.185021 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297325.4465499 Edm = 0.268217 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297323.2513529 Edm = 1.67193 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297318.705851 Edm = 15.4418 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297309.3661121 Edm = 13.5358 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297297.5537563 Edm = 7.41705 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297287.0369575 Edm = 2.64959 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297284.2740405 Edm = 1.29533 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297283.5098587 Edm = 0.76749 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297283.0433512 Edm = 0.182478 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297282.8986636 Edm = 0.0207206 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297282.8716662 Edm = 0.0102322 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297282.8461851 Edm = 0.0182818 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297282.8172265 Edm = 0.00617702 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297282.8097844 Edm = 0.000341962 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297282.8090176 Edm = 0.000489131 NCalls = 298 -VariableMetric: Iteration # 97 - FCN = 297282.7975088 Edm = 0.0135554 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297282.7830487 Edm = 0.0132817 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297280.1763102 Edm = 1.36973 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297278.3994857 Edm = 0.714522 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297278.1588033 Edm = 0.0654543 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297278.0655297 Edm = 0.0298347 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297277.9368827 Edm = 0.0591346 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297277.8695892 Edm = 0.0753778 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297277.7987953 Edm = 0.00564396 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297277.7914634 Edm = 0.000804334 NCalls = 331 -VariableMetric: Iteration # 107 - FCN = 297277.7903022 Edm = 0.00061545 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297277.7881577 Edm = 0.0021178 NCalls = 336 -VariableMetric: Iteration # 109 - FCN = 297277.687658 Edm = 0.0854408 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297275.5123556 Edm = 0.393375 NCalls = 346 -VariableMetric: Iteration # 111 - FCN = 297275.0676129 Edm = 0.0398054 NCalls = 348 -VariableMetric: Iteration # 112 - FCN = 297275.0259436 Edm = 0.00378354 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297275.0229446 Edm = 0.000652209 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297275.0224129 Edm = 8.88369e-05 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297275.0220406 Edm = 0.00033918 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297275.0165089 Edm = 0.00544638 NCalls = 360 -VariableMetric: Iteration # 117 - FCN = 297274.8010408 Edm = 0.142904 NCalls = 364 -VariableMetric: Iteration # 118 - FCN = 297274.1969925 Edm = 0.372174 NCalls = 366 -VariableMetric: Iteration # 119 - FCN = 297273.1737261 Edm = 0.151942 NCalls = 369 -VariableMetric: Iteration # 120 - FCN = 297273.0343527 Edm = 0.00427513 NCalls = 370 -VariableMetric: Iteration # 121 - FCN = 297273.0305197 Edm = 0.000168762 NCalls = 371 -VariableMetric: Iteration # 122 - FCN = 297273.0303496 Edm = 1.17053e-05 NCalls = 373 -VariableMetric: After Hessian - FCN = 297273.0303496 Edm = 1326.55 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297273.0303496 Edm = 1326.55 NCalls = 846 -VariableMetric: Iteration # 124 - FCN = 297272.815421 Edm = 1787.19 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297272.8150228 Edm = 40.9803 NCalls = 858 -VariableMetric: Iteration # 126 - FCN = 297272.8035323 Edm = 186.796 NCalls = 862 -VariableMetric: Iteration # 127 - FCN = 297272.7152016 Edm = 140.994 NCalls = 865 -VariableMetric: Iteration # 128 - FCN = 297272.7045837 Edm = 82.987 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297272.3861821 Edm = 149.623 NCalls = 872 -VariableMetric: Iteration # 130 - FCN = 297272.2430794 Edm = 20.3671 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297272.1881931 Edm = 19.4652 NCalls = 878 -VariableMetric: Iteration # 132 - FCN = 297272.0369014 Edm = 91.812 NCalls = 881 -VariableMetric: Iteration # 133 - FCN = 297272.0365776 Edm = 224.805 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297271.9608632 Edm = 9.78932 NCalls = 886 -VariableMetric: Iteration # 135 - FCN = 297271.6341209 Edm = 19.5299 NCalls = 888 -VariableMetric: Iteration # 136 - FCN = 297271.4750904 Edm = 44.5699 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297271.2301877 Edm = 8.99345 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297271.0725376 Edm = 1.75642 NCalls = 894 -VariableMetric: Iteration # 139 - FCN = 297270.731505 Edm = 8.8699 NCalls = 896 -VariableMetric: Iteration # 140 - FCN = 297270.245189 Edm = 6.28125 NCalls = 898 -VariableMetric: Iteration # 141 - FCN = 297270.0826507 Edm = 2.08743 NCalls = 900 -VariableMetric: Iteration # 142 - FCN = 297269.88414 Edm = 0.588291 NCalls = 902 -VariableMetric: Iteration # 143 - FCN = 297269.8126327 Edm = 0.495295 NCalls = 904 -VariableMetric: Iteration # 144 - FCN = 297269.7196373 Edm = 0.467049 NCalls = 906 -VariableMetric: Iteration # 145 - FCN = 297269.6414029 Edm = 0.250165 NCalls = 908 -VariableMetric: Iteration # 146 - FCN = 297269.5994093 Edm = 0.0687977 NCalls = 910 -VariableMetric: Iteration # 147 - FCN = 297269.5354309 Edm = 0.195403 NCalls = 912 -VariableMetric: Iteration # 148 - FCN = 297269.5009886 Edm = 0.0769141 NCalls = 914 -VariableMetric: Iteration # 149 - FCN = 297269.4745424 Edm = 0.068165 NCalls = 915 -VariableMetric: Iteration # 150 - FCN = 297269.4117483 Edm = 0.0446252 NCalls = 917 -VariableMetric: Iteration # 151 - FCN = 297269.3864552 Edm = 0.0255763 NCalls = 919 -VariableMetric: Iteration # 152 - FCN = 297269.3620125 Edm = 0.0223976 NCalls = 921 -VariableMetric: Iteration # 153 - FCN = 297269.3409321 Edm = 0.0230578 NCalls = 923 -VariableMetric: Iteration # 154 - FCN = 297269.3258208 Edm = 0.00635565 NCalls = 926 -VariableMetric: Iteration # 155 - FCN = 297269.3161031 Edm = 0.0033523 NCalls = 928 -VariableMetric: Iteration # 156 - FCN = 297269.310254 Edm = 0.00679 NCalls = 931 -VariableMetric: Iteration # 157 - FCN = 297269.3078214 Edm = 0.00345373 NCalls = 932 -VariableMetric: Iteration # 158 - FCN = 297269.3048353 Edm = 0.00156188 NCalls = 934 -VariableMetric: Iteration # 159 - FCN = 297269.3020252 Edm = 0.00291815 NCalls = 936 -VariableMetric: Iteration # 160 - FCN = 297269.2959532 Edm = 0.0106049 NCalls = 941 -VariableMetric: Iteration # 161 - FCN = 297269.2898529 Edm = 0.00866464 NCalls = 944 -VariableMetric: Iteration # 162 - FCN = 297269.2864724 Edm = 0.00369975 NCalls = 947 -VariableMetric: Iteration # 163 - FCN = 297269.2825422 Edm = 0.00341137 NCalls = 950 -VariableMetric: Iteration # 164 - FCN = 297269.2811738 Edm = 0.000797846 NCalls = 952 -VariableMetric: Iteration # 165 - FCN = 297269.2800702 Edm = 0.000298134 NCalls = 954 -VariableMetric: Iteration # 166 - FCN = 297269.279469 Edm = 0.00039979 NCalls = 956 -VariableMetric: Iteration # 167 - FCN = 297269.2775427 Edm = 0.00200297 NCalls = 960 -VariableMetric: Iteration # 168 - FCN = 297269.2699732 Edm = 0.00729207 NCalls = 966 -VariableMetric: Iteration # 169 - FCN = 297269.2690459 Edm = 0.00393994 NCalls = 968 -VariableMetric: Iteration # 170 - FCN = 297269.266239 Edm = 0.00145336 NCalls = 971 -VariableMetric: Iteration # 171 - FCN = 297269.2645488 Edm = 0.000580545 NCalls = 973 -VariableMetric: Iteration # 172 - FCN = 297269.2633918 Edm = 0.000444926 NCalls = 976 -VariableMetric: Iteration # 173 - FCN = 297269.2628716 Edm = 0.000194945 NCalls = 978 -VariableMetric: Iteration # 174 - FCN = 297269.2623454 Edm = 0.000761976 NCalls = 981 -VariableMetric: Iteration # 175 - FCN = 297269.2614257 Edm = 0.0010262 NCalls = 984 -VariableMetric: Iteration # 176 - FCN = 297269.2596193 Edm = 0.000281477 NCalls = 988 -VariableMetric: Iteration # 177 - FCN = 297269.2591222 Edm = 7.46357e-05 NCalls = 990 -VariableMetric: Iteration # 178 - FCN = 297269.2590243 Edm = 9.10096e-05 NCalls = 992 -VariableMetric: Iteration # 179 - FCN = 297269.2589522 Edm = 1.14551e-05 NCalls = 994 -VariableMetric: After Hessian - FCN = 297269.2589522 Edm = 0.00133989 NCalls = 1477 -VariableMetric: Iteration # 180 - FCN = 297269.2589522 Edm = 0.00133989 NCalls = 1477 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317790.00292 Edm = 22.2273 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317790.00292 Edm = 22.2273 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302246.5322317 Edm = 11.5232 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302195.3524328 Edm = 84.2443 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299262.7672313 Edm = 108.385 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299222.7099806 Edm = 46.6435 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299158.2845131 Edm = 0.972905 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299157.3484767 Edm = 0.191787 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299156.0778019 Edm = 1.30587 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 299071.4221117 Edm = 75.3674 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298815.2712827 Edm = 64.3534 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298593.4933747 Edm = 257.06 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298409.7326513 Edm = 258.541 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298314.5359278 Edm = 212.529 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298112.3154198 Edm = 19.6969 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297996.8587736 Edm = 17.2211 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297978.2893447 Edm = 2.23366 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297976.6483551 Edm = 0.149112 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297976.3227185 Edm = 0.209491 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297923.1526473 Edm = 41.0695 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297829.2299844 Edm = 3.49786 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297821.3778431 Edm = 0.932357 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297820.3870331 Edm = 0.133284 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297820.2197506 Edm = 0.0436643 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297819.935815 Edm = 0.173284 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297788.5598558 Edm = 28.8686 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297682.2545207 Edm = 108.753 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297565.2100179 Edm = 52.1562 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297524.3970375 Edm = 15.3916 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297511.7977188 Edm = 1.92613 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297509.407221 Edm = 0.203778 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297508.9208318 Edm = 0.104351 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297508.6708396 Edm = 0.0118116 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297508.6531303 Edm = 0.00790375 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297505.0232699 Edm = 2.48726 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297476.4863632 Edm = 22.535 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297469.9113715 Edm = 8.13871 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297461.2847629 Edm = 6.47464 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297455.2600357 Edm = 0.920441 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297454.1753686 Edm = 0.144604 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297453.9092665 Edm = 0.0568037 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297453.7229736 Edm = 0.0200371 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297453.6930082 Edm = 0.00323484 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297453.6767974 Edm = 0.0118828 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297452.0512997 Edm = 1.57808 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297451.8126931 Edm = 0.227984 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297442.8221484 Edm = 7.52903 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297442.8022903 Edm = 0.0230058 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297442.4883027 Edm = 0.221505 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297441.4674956 Edm = 0.516819 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297437.4691606 Edm = 3.37982 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297426.6442846 Edm = 1.52071 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297425.0280489 Edm = 0.0739023 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297424.9462734 Edm = 0.00369593 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297424.9393378 Edm = 0.00195872 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297424.9307349 Edm = 0.00263233 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297424.8902438 Edm = 0.0350179 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297422.8364446 Edm = 1.63055 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297414.2660477 Edm = 19.6019 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297411.2884624 Edm = 2.24909 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297404.8484931 Edm = 0.18403 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297404.5814999 Edm = 0.025241 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297404.5502375 Edm = 0.00396059 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297404.5459339 Edm = 0.00107375 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297404.5420482 Edm = 0.00259344 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297404.5129294 Edm = 0.0213054 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297403.7616392 Edm = 0.809775 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297403.5452172 Edm = 0.187698 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297402.5232723 Edm = 1.00763 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297397.0105391 Edm = 2.39291 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297395.9593779 Edm = 0.155131 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297395.8650713 Edm = 0.00785011 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297395.8577704 Edm = 0.000829023 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297395.8556036 Edm = 0.000955428 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297395.8534543 Edm = 0.000945727 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297395.8509598 Edm = 0.0014718 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297395.8290394 Edm = 0.0173235 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297395.5128299 Edm = 0.265453 NCalls = 236 -VariableMetric: Iteration # 77 - FCN = 297391.7327938 Edm = 0.894508 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297391.0373614 Edm = 0.233859 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297390.7826736 Edm = 0.112769 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297390.6417286 Edm = 0.0367617 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297390.5925231 Edm = 0.00257831 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297390.588556 Edm = 0.000440075 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297390.5874832 Edm = 0.001128 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297390.5764145 Edm = 0.0101787 NCalls = 259 -VariableMetric: Iteration # 85 - FCN = 297390.3592222 Edm = 0.217346 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297386.5872862 Edm = 3.69882 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297386.517346 Edm = 0.194681 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297386.4589326 Edm = 0.0208863 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297386.4248043 Edm = 0.0191665 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297386.0316688 Edm = 0.323206 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297383.4118406 Edm = 1.6653 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297379.5936656 Edm = 5.22695 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297373.9839033 Edm = 3.03697 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297372.7039474 Edm = 1.26352 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297372.0041292 Edm = 0.362031 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297371.8281886 Edm = 0.0757959 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297371.7899655 Edm = 0.00487361 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297371.7849694 Edm = 0.000781496 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297371.7841816 Edm = 0.000258709 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297371.7830266 Edm = 0.00082783 NCalls = 310 -VariableMetric: Iteration # 101 - FCN = 297371.7196704 Edm = 0.0606267 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297370.6378985 Edm = 0.402943 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 297370.0885047 Edm = 0.0629574 NCalls = 322 -VariableMetric: Iteration # 104 - FCN = 297370.0189876 Edm = 0.00130509 NCalls = 324 -VariableMetric: Iteration # 105 - FCN = 297370.017703 Edm = 9.10522e-05 NCalls = 325 -VariableMetric: Iteration # 106 - FCN = 297370.017522 Edm = 0.000110873 NCalls = 327 -VariableMetric: Iteration # 107 - FCN = 297370.0161054 Edm = 0.00143519 NCalls = 331 -VariableMetric: Iteration # 108 - FCN = 297369.9998351 Edm = 0.0140476 NCalls = 337 -VariableMetric: Iteration # 109 - FCN = 297369.200818 Edm = 0.383109 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297368.5007943 Edm = 0.0510397 NCalls = 344 -VariableMetric: Iteration # 111 - FCN = 297368.4495695 Edm = 0.00103808 NCalls = 345 -VariableMetric: Iteration # 112 - FCN = 297368.4484562 Edm = 3.92459e-05 NCalls = 347 -VariableMetric: After Hessian - FCN = 297368.4484562 Edm = 2.24658 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297368.4484562 Edm = 2.24658 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297367.840226 Edm = 2.80346 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297367.8390344 Edm = 3688.49 NCalls = 832 -VariableMetric: Iteration # 116 - FCN = 297367.7400258 Edm = 1001.34 NCalls = 836 -VariableMetric: Iteration # 117 - FCN = 297367.7328132 Edm = 95.5476 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297367.7067795 Edm = 254.159 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297367.7062134 Edm = 346.884 NCalls = 849 -VariableMetric: Iteration # 120 - FCN = 297367.6627649 Edm = 219.109 NCalls = 852 -VariableMetric: Iteration # 121 - FCN = 297367.5229733 Edm = 57.0613 NCalls = 855 -VariableMetric: Iteration # 122 - FCN = 297367.4902126 Edm = 186.479 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297367.4316016 Edm = 45.9196 NCalls = 861 -VariableMetric: Iteration # 124 - FCN = 297367.3860601 Edm = 12.8751 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297367.3228688 Edm = 93.009 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297367.1924857 Edm = 113.394 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297367.0795728 Edm = 10.923 NCalls = 872 -VariableMetric: Iteration # 128 - FCN = 297366.9540029 Edm = 13.6118 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297366.9380527 Edm = 0.820775 NCalls = 877 -VariableMetric: Iteration # 130 - FCN = 297366.9352397 Edm = 2.25142 NCalls = 879 -VariableMetric: Iteration # 131 - FCN = 297366.900061 Edm = 1.37244 NCalls = 881 -VariableMetric: Iteration # 132 - FCN = 297366.7639803 Edm = 0.957105 NCalls = 883 -VariableMetric: Iteration # 133 - FCN = 297366.7127113 Edm = 0.527776 NCalls = 885 -VariableMetric: Iteration # 134 - FCN = 297366.7025229 Edm = 0.076592 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297366.6956936 Edm = 0.0760534 NCalls = 889 -VariableMetric: Iteration # 136 - FCN = 297366.6646108 Edm = 0.094425 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297366.6569847 Edm = 0.0214922 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297366.6306453 Edm = 0.0457265 NCalls = 895 -VariableMetric: Iteration # 139 - FCN = 297366.6280221 Edm = 0.00577091 NCalls = 897 -VariableMetric: Iteration # 140 - FCN = 297366.6220476 Edm = 0.004439 NCalls = 899 -VariableMetric: Iteration # 141 - FCN = 297366.6217746 Edm = 0.000725157 NCalls = 901 -VariableMetric: Iteration # 142 - FCN = 297366.6210439 Edm = 2.83872e-05 NCalls = 903 -VariableMetric: After Hessian - FCN = 297366.6210439 Edm = 2.76379e-05 NCalls = 1388 -VariableMetric: Iteration # 143 - FCN = 297366.6210439 Edm = 2.76379e-05 NCalls = 1388 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325935.7755226 Edm = 766.115 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325935.7755226 Edm = 766.115 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303336.8051967 Edm = 20.191 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302229.7980097 Edm = 47.2127 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302207.7470083 Edm = 13.7395 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302017.4232094 Edm = 265.574 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299473.5099243 Edm = 119.629 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298684.9028431 Edm = 919.418 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298339.7579252 Edm = 135.131 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298220.3173149 Edm = 3.65062 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298217.9734875 Edm = 0.692033 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298182.595546 Edm = 26.0512 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 297951.4983972 Edm = 7.28358 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297944.6052876 Edm = 0.130282 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297944.4707289 Edm = 0.053309 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297943.4745 Edm = 1.05661 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297885.52036 Edm = 3.99177 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297801.7064287 Edm = 1.61736 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297799.5296633 Edm = 0.0651974 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297799.4337874 Edm = 0.0233546 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297798.9124324 Edm = 0.500864 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297761.9087445 Edm = 2.90759 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297708.9966709 Edm = 5.84768 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297702.6549374 Edm = 0.295537 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297702.2741916 Edm = 0.0360507 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297702.2255293 Edm = 0.00725598 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297702.1338587 Edm = 0.0862919 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297690.2544379 Edm = 0.230437 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297665.0746125 Edm = 4.2187 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297660.3100459 Edm = 0.834069 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297659.1131158 Edm = 0.0686564 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297659.0149474 Edm = 0.00596631 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297658.9959898 Edm = 0.011517 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297658.2505492 Edm = 0.695056 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297614.2975858 Edm = 2.42951 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297610.8160042 Edm = 0.390281 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297610.3056628 Edm = 0.29816 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297610.1435725 Edm = 0.026455 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297610.0961401 Edm = 0.0331509 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297610.0448539 Edm = 0.00954441 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297610.0258274 Edm = 0.0132683 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297609.7367048 Edm = 0.31901 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297603.5014994 Edm = 4.05267 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297568.4076465 Edm = 9.14495 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297553.8917836 Edm = 6.97632 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297549.5459436 Edm = 0.179889 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297549.4110273 Edm = 0.133062 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297549.3562062 Edm = 0.0130502 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297549.3442988 Edm = 0.00770031 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297549.2968452 Edm = 0.041431 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297549.0925771 Edm = 0.177103 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297546.6834581 Edm = 2.67221 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297546.121974 Edm = 0.533293 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297530.2722738 Edm = 7.61745 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297522.2194255 Edm = 1.92556 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297521.1258785 Edm = 0.0940415 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297521.0678011 Edm = 0.00297969 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297521.0635167 Edm = 0.000609867 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297521.0615442 Edm = 0.00133029 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297521.0257858 Edm = 0.0355798 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297519.8474105 Edm = 1.05865 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297511.5703599 Edm = 1.15692 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297510.146199 Edm = 0.0372695 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297510.1054503 Edm = 0.000827187 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297510.1044056 Edm = 0.000230356 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297510.1039061 Edm = 0.000425498 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297510.0971672 Edm = 0.00668483 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297509.8890466 Edm = 0.0327177 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297508.82481 Edm = 0.353619 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297507.7310959 Edm = 0.0412813 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297507.6900917 Edm = 0.00134718 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297507.6881463 Edm = 9.79816e-05 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297507.6878941 Edm = 0.000136158 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297507.6744472 Edm = 0.0129216 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297506.9468165 Edm = 0.350602 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297506.3674243 Edm = 0.0258904 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297506.3490433 Edm = 0.000445265 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297506.3485956 Edm = 2.34857e-05 NCalls = 253 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310565.0195723 Edm = 9.46184 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310565.0195723 Edm = 9.46184 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309804.8036819 Edm = 12.9253 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 304766.14345 Edm = 17.3377 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 304759.8136061 Edm = 18.1219 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 304328.6793597 Edm = 77.2832 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 304221.897449 Edm = 7.22427 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 304217.9880525 Edm = 0.452529 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 304209.6094429 Edm = 8.67742 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 302203.8574726 Edm = 36.761 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 299952.6305081 Edm = 2.45628e+07 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 299952.6305081 Edm = 2.45628e+07 NCalls = 59 -VariableMetric: After Hessian - FCN = 299952.6305081 Edm = 9.11026e+06 NCalls = 544 -VariableMetric: Iteration # 11 - FCN = 299952.6305081 Edm = 9.11026e+06 NCalls = 544 -VariableMetric: Iteration # 12 - FCN = 299952.6305081 Edm = 9.11026e+06 NCalls = 555 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320987.2859828 Edm = 2675.98 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320987.2859828 Edm = 2675.98 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309021.8910414 Edm = 15.0721 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303138.2038391 Edm = 33.1067 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 303031.3048594 Edm = 3403.92 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 302992.6790663 Edm = 27.5894 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 302887.0226468 Edm = 46.5323 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299852.7156842 Edm = 28.427 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 299804.7251528 Edm = 83.6499 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298600.5145393 Edm = 376.787 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 298094.5985618 Edm = 427.195 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 297962.4585037 Edm = 12.1583 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 297953.6799524 Edm = 0.912102 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297952.8105944 Edm = 0.12447 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297944.5382355 Edm = 7.55864 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297782.9049343 Edm = 16.6949 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297771.1339987 Edm = 0.0699346 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297770.9168431 Edm = 0.181535 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297765.5554445 Edm = 5.44225 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297603.4213625 Edm = 37.6479 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297560.9829297 Edm = 1.36523 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297559.8602475 Edm = 0.0413429 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297559.7716822 Edm = 0.0507756 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297527.6165281 Edm = 10.3605 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297451.5071728 Edm = 23.2547 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297411.6259291 Edm = 1.71895 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297407.8337839 Edm = 0.891333 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297406.8198595 Edm = 0.113949 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297406.7092258 Edm = 0.00311513 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297406.6984935 Edm = 0.00800631 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297406.6179517 Edm = 0.103139 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297405.5584286 Edm = 0.967839 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297379.805596 Edm = 2.52662 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297377.3902118 Edm = 0.159571 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297377.2509265 Edm = 0.00433385 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297377.2421812 Edm = 0.00654851 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297377.0911659 Edm = 0.167673 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297376.2977628 Edm = 0.71063 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297345.6464208 Edm = 3.06355 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297341.458511 Edm = 2.9365 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297339.3979457 Edm = 0.959113 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297338.9944778 Edm = 0.384183 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297338.6808867 Edm = 0.0882102 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297338.6179888 Edm = 0.00877334 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297338.6097466 Edm = 0.00186722 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297338.6078035 Edm = 0.00128754 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297338.4630743 Edm = 0.14315 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297334.2533108 Edm = 0.355386 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297333.9083937 Edm = 0.0183858 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297333.8949207 Edm = 0.000874007 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297333.8935491 Edm = 0.000452268 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297333.8904304 Edm = 0.00242206 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297333.7517545 Edm = 0.138292 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297331.7420725 Edm = 0.552686 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297330.9369663 Edm = 0.0348729 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297330.9103144 Edm = 0.00332787 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297330.9063454 Edm = 0.000202009 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297330.9060346 Edm = 0.000138268 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297330.9048443 Edm = 0.000879603 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297330.8888143 Edm = 0.0128022 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297330.5241671 Edm = 0.203533 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297329.4593724 Edm = 0.845769 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297329.1147549 Edm = 0.0971693 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297329.025066 Edm = 0.00230312 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297329.0231348 Edm = 0.000173894 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297329.0227811 Edm = 0.000113892 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297329.0224466 Edm = 8.18535e-05 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297329.0218786 Edm = 0.00044769 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297329.003457 Edm = 0.0170561 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297328.0678564 Edm = 0.319216 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297327.6706612 Edm = 0.039201 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297327.6314264 Edm = 0.00569287 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297327.6218058 Edm = 0.00157395 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297327.6197357 Edm = 7.82568e-05 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297327.6195979 Edm = 5.55221e-05 NCalls = 235 -VariableMetric: After Hessian - FCN = 297327.6195979 Edm = 36510.6 NCalls = 714 -VariableMetric: Iteration # 74 - FCN = 297327.6195979 Edm = 36510.6 NCalls = 714 -VariableMetric: Iteration # 75 - FCN = 297322.9940782 Edm = 9816.61 NCalls = 725 -VariableMetric: Iteration # 76 - FCN = 297321.4875057 Edm = 0.10132 NCalls = 727 -VariableMetric: Iteration # 77 - FCN = 297321.1436093 Edm = 0.313513 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297320.7205526 Edm = 0.176162 NCalls = 731 -VariableMetric: Iteration # 79 - FCN = 297319.767065 Edm = 0.270191 NCalls = 733 -VariableMetric: Iteration # 80 - FCN = 297318.7546472 Edm = 0.492879 NCalls = 735 -VariableMetric: Iteration # 81 - FCN = 297316.0553394 Edm = 2.16117 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297314.4989852 Edm = 2.75121 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297312.1873735 Edm = 2.61553 NCalls = 746 -VariableMetric: Iteration # 84 - FCN = 297307.3759691 Edm = 2.58989 NCalls = 750 -VariableMetric: Iteration # 85 - FCN = 297304.7575622 Edm = 3.00691 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297304.3773774 Edm = 0.365911 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297303.2995285 Edm = 0.349072 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297302.8325837 Edm = 0.0773674 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297302.4381025 Edm = 0.0201213 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297302.3807984 Edm = 0.0265635 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297302.2925692 Edm = 0.0104499 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297302.2624566 Edm = 0.00974281 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297302.2348268 Edm = 0.00622714 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297302.2208509 Edm = 0.00352235 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297302.2059582 Edm = 0.00485274 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297302.1951575 Edm = 0.00226977 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297302.1854787 Edm = 0.00130854 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297302.1819576 Edm = 0.00160739 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297302.1742892 Edm = 0.000946651 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297302.1718843 Edm = 0.00140945 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297302.1467073 Edm = 0.00646274 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297302.135898 Edm = 0.0028427 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297302.1147997 Edm = 0.00714574 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297302.1079294 Edm = 0.00328613 NCalls = 793 -VariableMetric: Iteration # 105 - FCN = 297302.104315 Edm = 0.0011722 NCalls = 795 -VariableMetric: Iteration # 106 - FCN = 297302.1011379 Edm = 0.000272758 NCalls = 797 -VariableMetric: Iteration # 107 - FCN = 297302.1004836 Edm = 0.000273378 NCalls = 799 -VariableMetric: Iteration # 108 - FCN = 297302.0986558 Edm = 0.000323065 NCalls = 802 -VariableMetric: Iteration # 109 - FCN = 297302.0972474 Edm = 0.00065118 NCalls = 804 -VariableMetric: Iteration # 110 - FCN = 297302.0952819 Edm = 6.73514e-05 NCalls = 806 -VariableMetric: After Hessian - FCN = 297302.0952819 Edm = 0.00822524 NCalls = 1295 -VariableMetric: Iteration # 111 - FCN = 297302.0952819 Edm = 0.00822524 NCalls = 1295 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310514.9345028 Edm = 15.9885 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310514.9345028 Edm = 15.9885 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302957.3020009 Edm = 11.2937 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302921.7617807 Edm = 71.0182 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302827.9813579 Edm = 83.1351 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 301186.9539257 Edm = 25.7185 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298765.0045392 Edm = 909.427 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298658.0523805 Edm = 1238.95 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298431.7155162 Edm = 10.6437 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298419.2854753 Edm = 5.47407 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298412.0785569 Edm = 0.207149 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298411.3868749 Edm = 0.356691 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297928.8140176 Edm = 108.201 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297867.4068226 Edm = 237.308 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297413.6616544 Edm = 6.11019 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297407.9558911 Edm = 1.68643 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297407.2017582 Edm = 0.1017 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297406.9743946 Edm = 0.123319 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297327.3246553 Edm = 23.2354 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297297.9975524 Edm = 0.372462 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297297.5545168 Edm = 0.00998212 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297297.5051089 Edm = 0.036162 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297292.4387608 Edm = 4.60782 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297292.2276097 Edm = 0.171834 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297232.8142391 Edm = 7.02618 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297228.562028 Edm = 34.6415 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297211.5092689 Edm = 5.35046 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297205.3233748 Edm = 1.87522 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297204.0884845 Edm = 0.221183 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297203.9871748 Edm = 0.0132569 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297203.8998414 Edm = 0.0620134 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297185.3810241 Edm = 9.09657 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297168.6887975 Edm = 2.55687 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297166.4778963 Edm = 0.0343244 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297166.4405963 Edm = 0.00524458 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297166.4188362 Edm = 0.00708155 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297166.3496714 Edm = 0.0607306 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297158.8538637 Edm = 2.8065 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297154.3154917 Edm = 1.03507 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297153.807262 Edm = 0.0782134 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297153.6934919 Edm = 0.0194154 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297153.6660262 Edm = 0.00501198 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297153.6589497 Edm = 0.00244874 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297153.6343301 Edm = 0.0254624 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297152.6564482 Edm = 0.790189 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297143.3816712 Edm = 5.25607 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297138.5176963 Edm = 0.535226 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297137.7875727 Edm = 0.0768152 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297137.7037799 Edm = 0.00282375 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297137.6998914 Edm = 0.0010218 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297137.6927099 Edm = 0.00372452 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297137.6515495 Edm = 0.0288541 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297133.3249511 Edm = 0.988561 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297131.920338 Edm = 0.0133987 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297131.9034358 Edm = 0.000571813 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297131.9024885 Edm = 0.000193939 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297131.9005222 Edm = 0.00160857 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297131.8008746 Edm = 0.0977058 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297131.7481212 Edm = 0.0446548 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297129.110797 Edm = 0.5917 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297128.1640412 Edm = 0.0902324 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297128.0481696 Edm = 0.00546217 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297128.0427259 Edm = 0.000455396 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297128.0420467 Edm = 0.000313623 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297128.0281038 Edm = 0.0125125 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297127.561833 Edm = 0.340686 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297126.7230018 Edm = 0.0945021 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297126.6372339 Edm = 0.00675691 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297126.6313822 Edm = 0.000134818 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297126.631238 Edm = 2.13221e-05 NCalls = 220 -VariableMetric: After Hessian - FCN = 297126.631238 Edm = 222.662 NCalls = 695 -VariableMetric: Iteration # 69 - FCN = 297126.631238 Edm = 222.662 NCalls = 695 -VariableMetric: Iteration # 70 - FCN = 297124.9654881 Edm = 37.5847 NCalls = 699 -VariableMetric: Iteration # 71 - FCN = 297124.277182 Edm = 0.932333 NCalls = 701 -VariableMetric: Iteration # 72 - FCN = 297123.5587596 Edm = 0.139813 NCalls = 704 -VariableMetric: Iteration # 73 - FCN = 297123.4393537 Edm = 0.0693619 NCalls = 706 -VariableMetric: Iteration # 74 - FCN = 297123.3404813 Edm = 0.0408284 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297123.274141 Edm = 0.0467558 NCalls = 710 -VariableMetric: Iteration # 76 - FCN = 297123.1755294 Edm = 0.0436591 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297123.0602722 Edm = 0.0369717 NCalls = 714 -VariableMetric: Iteration # 78 - FCN = 297122.9136186 Edm = 0.0563566 NCalls = 716 -VariableMetric: Iteration # 79 - FCN = 297122.7972138 Edm = 0.0134453 NCalls = 718 -VariableMetric: Iteration # 80 - FCN = 297122.771988 Edm = 0.00459322 NCalls = 720 -VariableMetric: Iteration # 81 - FCN = 297122.7598437 Edm = 0.00372655 NCalls = 722 -VariableMetric: Iteration # 82 - FCN = 297122.7458777 Edm = 0.00536566 NCalls = 724 -VariableMetric: Iteration # 83 - FCN = 297122.7196317 Edm = 0.00575495 NCalls = 728 -VariableMetric: Iteration # 84 - FCN = 297122.7108391 Edm = 0.00106279 NCalls = 730 -VariableMetric: Iteration # 85 - FCN = 297122.7097711 Edm = 0.000614752 NCalls = 731 -VariableMetric: Iteration # 86 - FCN = 297122.7093543 Edm = 5.98927e-05 NCalls = 732 -VariableMetric: After Hessian - FCN = 297122.7093543 Edm = 8.75744e-05 NCalls = 1209 -VariableMetric: Iteration # 87 - FCN = 297122.7093543 Edm = 8.75744e-05 NCalls = 1209 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 367065.8793864 Edm = 2472.61 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 367065.8793864 Edm = 2472.61 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 322268.2042022 Edm = 115.473 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 317602.903594 Edm = 293187 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 315996.9277743 Edm = 817.247 NCalls = 31 -VariableMetric: Iteration # 4 - FCN = 313210.1288223 Edm = 245.074 NCalls = 34 -VariableMetric: Iteration # 5 - FCN = 306343.0538659 Edm = 29.8042 NCalls = 45 -VariableMetric: Iteration # 6 - FCN = 306134.2319811 Edm = 27.5242 NCalls = 49 -VariableMetric: Iteration # 7 - FCN = 301149.2369881 Edm = 182.335 NCalls = 56 -VariableMetric: Iteration # 8 - FCN = 301092.5055105 Edm = 216.816 NCalls = 58 -VariableMetric: Iteration # 9 - FCN = 300995.3369207 Edm = 281.124 NCalls = 60 -VariableMetric: Iteration # 10 - FCN = 299613.6661889 Edm = 881.059 NCalls = 64 -VariableMetric: Iteration # 11 - FCN = 299359.6951909 Edm = 620.286 NCalls = 68 -VariableMetric: Iteration # 12 - FCN = 298299.0240436 Edm = 596.591 NCalls = 74 -VariableMetric: Iteration # 13 - FCN = 297732.3718121 Edm = 14.3308 NCalls = 82 -VariableMetric: Iteration # 14 - FCN = 297726.1765238 Edm = 2.23644 NCalls = 84 -VariableMetric: Iteration # 15 - FCN = 297720.0257773 Edm = 14.783 NCalls = 86 -VariableMetric: Iteration # 16 - FCN = 297696.2860338 Edm = 32.6794 NCalls = 89 -VariableMetric: Iteration # 17 - FCN = 297656.2454224 Edm = 25.996 NCalls = 95 -VariableMetric: Iteration # 18 - FCN = 297554.3419661 Edm = 3.98905 NCalls = 98 -VariableMetric: Iteration # 19 - FCN = 297519.3951802 Edm = 1.62104 NCalls = 104 -VariableMetric: Iteration # 20 - FCN = 297509.2210183 Edm = 3.89879 NCalls = 108 -VariableMetric: Iteration # 21 - FCN = 297494.7422761 Edm = 2.11296 NCalls = 110 -VariableMetric: Iteration # 22 - FCN = 297488.6661527 Edm = 2.52839 NCalls = 112 -VariableMetric: Iteration # 23 - FCN = 297486.7414629 Edm = 0.974745 NCalls = 114 -VariableMetric: Iteration # 24 - FCN = 297485.0089247 Edm = 0.211104 NCalls = 116 -VariableMetric: Iteration # 25 - FCN = 297484.6717035 Edm = 0.0998707 NCalls = 118 -VariableMetric: Iteration # 26 - FCN = 297484.4470778 Edm = 0.169954 NCalls = 121 -VariableMetric: Iteration # 27 - FCN = 297482.2834879 Edm = 1.69017 NCalls = 125 -VariableMetric: Iteration # 28 - FCN = 297453.8698311 Edm = 27.5153 NCalls = 129 -VariableMetric: Iteration # 29 - FCN = 297397.2181305 Edm = 13.018 NCalls = 138 -VariableMetric: Iteration # 30 - FCN = 297383.2189694 Edm = 8.45226 NCalls = 139 -VariableMetric: Iteration # 31 - FCN = 297381.5823387 Edm = 1.64261 NCalls = 141 -VariableMetric: Iteration # 32 - FCN = 297377.7442337 Edm = 0.6382 NCalls = 144 -VariableMetric: Iteration # 33 - FCN = 297377.0394122 Edm = 0.0920226 NCalls = 146 -VariableMetric: Iteration # 34 - FCN = 297376.9311882 Edm = 0.0572154 NCalls = 148 -VariableMetric: Iteration # 35 - FCN = 297376.1721277 Edm = 0.762344 NCalls = 152 -VariableMetric: Iteration # 36 - FCN = 297349.5235072 Edm = 16.4729 NCalls = 160 -VariableMetric: Iteration # 37 - FCN = 297321.4289569 Edm = 6.2132 NCalls = 162 -VariableMetric: Iteration # 38 - FCN = 297315.3701349 Edm = 9.89677 NCalls = 163 -VariableMetric: Iteration # 39 - FCN = 297302.3106736 Edm = 5.80062 NCalls = 166 -VariableMetric: Iteration # 40 - FCN = 297290.3777088 Edm = 4.03622 NCalls = 171 -VariableMetric: Iteration # 41 - FCN = 297277.4898964 Edm = 4.52855 NCalls = 175 -VariableMetric: Iteration # 42 - FCN = 297275.7091218 Edm = 2.11387 NCalls = 177 -VariableMetric: Iteration # 43 - FCN = 297271.9223296 Edm = 1.52693 NCalls = 179 -VariableMetric: Iteration # 44 - FCN = 297267.3600223 Edm = 2.77249 NCalls = 183 -VariableMetric: Iteration # 45 - FCN = 297265.9912895 Edm = 0.929192 NCalls = 185 -VariableMetric: Iteration # 46 - FCN = 297264.3716107 Edm = 0.548267 NCalls = 188 -VariableMetric: Iteration # 47 - FCN = 297262.575636 Edm = 2.31656 NCalls = 191 -VariableMetric: Iteration # 48 - FCN = 297261.0734226 Edm = 0.786711 NCalls = 194 -VariableMetric: Iteration # 49 - FCN = 297259.6656859 Edm = 0.403137 NCalls = 199 -VariableMetric: Iteration # 50 - FCN = 297258.4703103 Edm = 2.56634 NCalls = 201 -VariableMetric: Iteration # 51 - FCN = 297257.9286393 Edm = 0.376157 NCalls = 203 -VariableMetric: Iteration # 52 - FCN = 297256.6016123 Edm = 0.446145 NCalls = 207 -VariableMetric: Iteration # 53 - FCN = 297255.9034518 Edm = 1.33496 NCalls = 210 -VariableMetric: Iteration # 54 - FCN = 297255.1692781 Edm = 0.581242 NCalls = 212 -VariableMetric: Iteration # 55 - FCN = 297254.4378713 Edm = 0.637193 NCalls = 218 -VariableMetric: Iteration # 56 - FCN = 297253.7565543 Edm = 1.29972 NCalls = 222 -VariableMetric: Iteration # 57 - FCN = 297253.1212615 Edm = 0.571243 NCalls = 224 -VariableMetric: Iteration # 58 - FCN = 297251.8359916 Edm = 0.700343 NCalls = 229 -VariableMetric: Iteration # 59 - FCN = 297250.6001516 Edm = 2.38544 NCalls = 232 -VariableMetric: Iteration # 60 - FCN = 297249.5252448 Edm = 1.72817 NCalls = 234 -VariableMetric: Iteration # 61 - FCN = 297247.8288062 Edm = 0.760609 NCalls = 240 -VariableMetric: Iteration # 62 - FCN = 297247.221214 Edm = 0.536326 NCalls = 243 -VariableMetric: Iteration # 63 - FCN = 297246.9120958 Edm = 0.295047 NCalls = 245 -VariableMetric: Iteration # 64 - FCN = 297246.7568229 Edm = 0.0541988 NCalls = 247 -VariableMetric: Iteration # 65 - FCN = 297246.6871356 Edm = 0.00944082 NCalls = 249 -VariableMetric: Iteration # 66 - FCN = 297246.5964821 Edm = 0.090082 NCalls = 253 -VariableMetric: Iteration # 67 - FCN = 297245.350384 Edm = 0.910581 NCalls = 259 -VariableMetric: Iteration # 68 - FCN = 297239.4443033 Edm = 2.82612 NCalls = 262 -VariableMetric: Iteration # 69 - FCN = 297235.9514112 Edm = 2.32482 NCalls = 264 -VariableMetric: Iteration # 70 - FCN = 297233.6959704 Edm = 0.979589 NCalls = 266 -VariableMetric: Iteration # 71 - FCN = 297232.6064736 Edm = 8.36075 NCalls = 268 -VariableMetric: Iteration # 72 - FCN = 297231.372178 Edm = 2.68277 NCalls = 270 -VariableMetric: Iteration # 73 - FCN = 297229.8139915 Edm = 0.456474 NCalls = 272 -VariableMetric: Iteration # 74 - FCN = 297229.213811 Edm = 0.188187 NCalls = 274 -VariableMetric: Iteration # 75 - FCN = 297228.8973211 Edm = 0.100234 NCalls = 276 -VariableMetric: Iteration # 76 - FCN = 297228.8486933 Edm = 0.0141275 NCalls = 278 -VariableMetric: Iteration # 77 - FCN = 297228.8271631 Edm = 0.0102816 NCalls = 280 -VariableMetric: Iteration # 78 - FCN = 297228.6613282 Edm = 0.126933 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297223.9079669 Edm = 3.15994 NCalls = 289 -VariableMetric: Iteration # 80 - FCN = 297215.7806425 Edm = 16.2862 NCalls = 292 -VariableMetric: Iteration # 81 - FCN = 297208.4696071 Edm = 1.96732 NCalls = 296 -VariableMetric: Iteration # 82 - FCN = 297206.471456 Edm = 0.9737 NCalls = 297 -VariableMetric: Iteration # 83 - FCN = 297205.0795847 Edm = 0.147431 NCalls = 300 -VariableMetric: Iteration # 84 - FCN = 297204.8026601 Edm = 0.0371389 NCalls = 302 -VariableMetric: Iteration # 85 - FCN = 297204.7718576 Edm = 0.00249861 NCalls = 304 -VariableMetric: Iteration # 86 - FCN = 297204.7687559 Edm = 0.000582285 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297204.7617013 Edm = 0.00635219 NCalls = 309 -VariableMetric: Iteration # 88 - FCN = 297204.6531915 Edm = 0.0421482 NCalls = 313 -VariableMetric: Iteration # 89 - FCN = 297203.9431572 Edm = 0.478003 NCalls = 317 -VariableMetric: Iteration # 90 - FCN = 297200.4314866 Edm = 0.270293 NCalls = 321 -VariableMetric: Iteration # 91 - FCN = 297200.1412117 Edm = 0.148969 NCalls = 323 -VariableMetric: Iteration # 92 - FCN = 297200.068843 Edm = 0.0054526 NCalls = 325 -VariableMetric: Iteration # 93 - FCN = 297200.0612685 Edm = 0.000341877 NCalls = 327 -VariableMetric: Iteration # 94 - FCN = 297200.0588137 Edm = 0.00188166 NCalls = 330 -VariableMetric: Iteration # 95 - FCN = 297199.9856466 Edm = 0.0662847 NCalls = 334 -VariableMetric: Iteration # 96 - FCN = 297194.8316832 Edm = 1.8041 NCalls = 339 -VariableMetric: Iteration # 97 - FCN = 297192.6125879 Edm = 0.819987 NCalls = 342 -VariableMetric: Iteration # 98 - FCN = 297192.339073 Edm = 0.428522 NCalls = 344 -VariableMetric: Iteration # 99 - FCN = 297191.9052579 Edm = 0.251181 NCalls = 346 -VariableMetric: Iteration # 100 - FCN = 297191.5427319 Edm = 0.0500587 NCalls = 348 -VariableMetric: Iteration # 101 - FCN = 297191.4977864 Edm = 0.00817185 NCalls = 350 -VariableMetric: Iteration # 102 - FCN = 297191.4867945 Edm = 0.00276744 NCalls = 352 -VariableMetric: Iteration # 103 - FCN = 297191.4824259 Edm = 0.000430156 NCalls = 354 -VariableMetric: Iteration # 104 - FCN = 297191.4812479 Edm = 0.000450866 NCalls = 356 -VariableMetric: Iteration # 105 - FCN = 297191.46052 Edm = 0.017407 NCalls = 362 -VariableMetric: Iteration # 106 - FCN = 297191.3823143 Edm = 0.0915655 NCalls = 365 -VariableMetric: Iteration # 107 - FCN = 297191.3312532 Edm = 0.127323 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297190.840507 Edm = 0.517526 NCalls = 372 -VariableMetric: Iteration # 109 - FCN = 297190.5503912 Edm = 0.269184 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297190.0583063 Edm = 0.526948 NCalls = 380 -VariableMetric: Iteration # 111 - FCN = 297188.0184305 Edm = 1.86287 NCalls = 387 -VariableMetric: Iteration # 112 - FCN = 297185.9320104 Edm = 0.872881 NCalls = 390 -VariableMetric: Iteration # 113 - FCN = 297185.3049253 Edm = 0.89431 NCalls = 393 -VariableMetric: Iteration # 114 - FCN = 297184.8988002 Edm = 0.0919821 NCalls = 394 -VariableMetric: Iteration # 115 - FCN = 297184.6499187 Edm = 0.135304 NCalls = 396 -VariableMetric: Iteration # 116 - FCN = 297183.8274351 Edm = 0.570647 NCalls = 399 -VariableMetric: Iteration # 117 - FCN = 297183.3608673 Edm = 0.871176 NCalls = 402 -VariableMetric: Iteration # 118 - FCN = 297182.3065989 Edm = 0.60573 NCalls = 406 -VariableMetric: Iteration # 119 - FCN = 297181.6698568 Edm = 0.299003 NCalls = 407 -VariableMetric: Iteration # 120 - FCN = 297181.397872 Edm = 0.0749564 NCalls = 409 -VariableMetric: Iteration # 121 - FCN = 297181.2876538 Edm = 0.0153851 NCalls = 411 -VariableMetric: Iteration # 122 - FCN = 297181.2724823 Edm = 0.000987115 NCalls = 412 -VariableMetric: Iteration # 123 - FCN = 297181.270183 Edm = 0.000658063 NCalls = 414 -VariableMetric: Iteration # 124 - FCN = 297181.26796 Edm = 0.0011944 NCalls = 416 -VariableMetric: Iteration # 125 - FCN = 297181.2621581 Edm = 0.00429134 NCalls = 418 -VariableMetric: Iteration # 126 - FCN = 297181.2102176 Edm = 0.049934 NCalls = 423 -VariableMetric: Iteration # 127 - FCN = 297179.3485366 Edm = 0.355173 NCalls = 428 -VariableMetric: Iteration # 128 - FCN = 297178.9156589 Edm = 0.0588334 NCalls = 431 -VariableMetric: Iteration # 129 - FCN = 297178.8536236 Edm = 0.0434727 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297178.8101032 Edm = 0.0184076 NCalls = 436 -VariableMetric: Iteration # 131 - FCN = 297178.7813058 Edm = 0.00661051 NCalls = 439 -VariableMetric: Iteration # 132 - FCN = 297178.7736846 Edm = 0.00124577 NCalls = 441 -VariableMetric: Iteration # 133 - FCN = 297178.7723395 Edm = 0.00013728 NCalls = 443 -VariableMetric: Iteration # 134 - FCN = 297178.7720707 Edm = 0.000122529 NCalls = 445 -VariableMetric: Iteration # 135 - FCN = 297178.7706107 Edm = 0.00132721 NCalls = 448 -VariableMetric: Iteration # 136 - FCN = 297178.6640402 Edm = 0.0962316 NCalls = 453 -VariableMetric: Iteration # 137 - FCN = 297177.4891964 Edm = 0.209361 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297177.3651098 Edm = 0.0427772 NCalls = 458 -VariableMetric: Iteration # 139 - FCN = 297177.326158 Edm = 0.00107353 NCalls = 460 -VariableMetric: Iteration # 140 - FCN = 297177.3248564 Edm = 0.000299729 NCalls = 462 -VariableMetric: Iteration # 141 - FCN = 297177.3242929 Edm = 0.000166941 NCalls = 464 -VariableMetric: Iteration # 142 - FCN = 297177.324095 Edm = 2.64114e-05 NCalls = 466 -VariableMetric: After Hessian - FCN = 297177.324095 Edm = 1.5636 NCalls = 945 -VariableMetric: Iteration # 143 - FCN = 297177.324095 Edm = 1.5636 NCalls = 945 -VariableMetric: Iteration # 144 - FCN = 297177.1696171 Edm = 1.46568 NCalls = 947 -VariableMetric: Iteration # 145 - FCN = 297177.0735057 Edm = 16.8193 NCalls = 949 -VariableMetric: Iteration # 146 - FCN = 297175.9291887 Edm = 0.0753667 NCalls = 951 -VariableMetric: Iteration # 147 - FCN = 297175.8610007 Edm = 0.005523 NCalls = 954 -VariableMetric: Iteration # 148 - FCN = 297175.848048 Edm = 0.00257179 NCalls = 956 -VariableMetric: Iteration # 149 - FCN = 297175.8450813 Edm = 0.00133187 NCalls = 958 -VariableMetric: Iteration # 150 - FCN = 297175.8431689 Edm = 0.000816786 NCalls = 960 -VariableMetric: Iteration # 151 - FCN = 297175.8417916 Edm = 0.000884421 NCalls = 963 -VariableMetric: Iteration # 152 - FCN = 297175.8408508 Edm = 0.000135193 NCalls = 965 -VariableMetric: Iteration # 153 - FCN = 297175.8404865 Edm = 0.000143363 NCalls = 967 -VariableMetric: Iteration # 154 - FCN = 297175.8399101 Edm = 0.000219406 NCalls = 969 -VariableMetric: Iteration # 155 - FCN = 297175.8393131 Edm = 0.000357065 NCalls = 971 -VariableMetric: Iteration # 156 - FCN = 297175.8377367 Edm = 0.00182112 NCalls = 975 -VariableMetric: Iteration # 157 - FCN = 297175.8353281 Edm = 0.00120065 NCalls = 978 -VariableMetric: Iteration # 158 - FCN = 297175.8341951 Edm = 0.00138188 NCalls = 980 -VariableMetric: Iteration # 159 - FCN = 297175.8334255 Edm = 0.000401566 NCalls = 982 -VariableMetric: Iteration # 160 - FCN = 297175.8325136 Edm = 0.000480086 NCalls = 985 -VariableMetric: Iteration # 161 - FCN = 297175.8317982 Edm = 0.000473392 NCalls = 987 -VariableMetric: Iteration # 162 - FCN = 297175.8309352 Edm = 0.000570673 NCalls = 989 -VariableMetric: Iteration # 163 - FCN = 297175.8302161 Edm = 0.00273027 NCalls = 992 -VariableMetric: Iteration # 164 - FCN = 297175.8276088 Edm = 0.00173639 NCalls = 994 -VariableMetric: Iteration # 165 - FCN = 297175.8261117 Edm = 0.00291367 NCalls = 997 -VariableMetric: Iteration # 166 - FCN = 297175.8244758 Edm = 0.00119552 NCalls = 1000 -VariableMetric: Iteration # 167 - FCN = 297175.823342 Edm = 0.00087294 NCalls = 1002 -VariableMetric: Iteration # 168 - FCN = 297175.8219601 Edm = 0.00168551 NCalls = 1005 -VariableMetric: Iteration # 169 - FCN = 297175.8204688 Edm = 0.00157024 NCalls = 1007 -VariableMetric: Iteration # 170 - FCN = 297175.8195163 Edm = 0.000361221 NCalls = 1009 -VariableMetric: Iteration # 171 - FCN = 297175.8188647 Edm = 0.000425347 NCalls = 1012 -VariableMetric: Iteration # 172 - FCN = 297175.8183292 Edm = 0.000357558 NCalls = 1014 -VariableMetric: Iteration # 173 - FCN = 297175.8174565 Edm = 0.00083993 NCalls = 1018 -VariableMetric: Iteration # 174 - FCN = 297175.8168043 Edm = 0.000581005 NCalls = 1021 -VariableMetric: Iteration # 175 - FCN = 297175.8161963 Edm = 0.000359039 NCalls = 1024 -VariableMetric: Iteration # 176 - FCN = 297175.8159077 Edm = 0.000474508 NCalls = 1027 -VariableMetric: Iteration # 177 - FCN = 297175.8150395 Edm = 0.000755854 NCalls = 1030 -VariableMetric: Iteration # 178 - FCN = 297175.8135661 Edm = 0.000674123 NCalls = 1035 -VariableMetric: Iteration # 179 - FCN = 297175.8123269 Edm = 0.00089847 NCalls = 1037 -VariableMetric: Iteration # 180 - FCN = 297175.8118284 Edm = 0.0010615 NCalls = 1039 -VariableMetric: Iteration # 181 - FCN = 297175.8101266 Edm = 0.000933961 NCalls = 1043 -VariableMetric: Iteration # 182 - FCN = 297175.8090783 Edm = 0.00218013 NCalls = 1046 -VariableMetric: Iteration # 183 - FCN = 297175.8070406 Edm = 0.00114046 NCalls = 1049 -VariableMetric: Iteration # 184 - FCN = 297175.8061287 Edm = 0.000715899 NCalls = 1051 -VariableMetric: Iteration # 185 - FCN = 297175.8055628 Edm = 0.000413852 NCalls = 1053 -VariableMetric: Iteration # 186 - FCN = 297175.8053069 Edm = 0.000127589 NCalls = 1055 -VariableMetric: Iteration # 187 - FCN = 297175.8050535 Edm = 8.19975e-05 NCalls = 1057 -VariableMetric: Iteration # 188 - FCN = 297175.8049874 Edm = 3.8289e-05 NCalls = 1059 -VariableMetric: After Hessian - FCN = 297175.8049874 Edm = 0.000378885 NCalls = 1546 -VariableMetric: Iteration # 189 - FCN = 297175.8049874 Edm = 0.000378885 NCalls = 1546 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314859.3192945 Edm = 25.788 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314859.3192945 Edm = 25.788 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306172.6451798 Edm = 1589.03 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 305012.8908169 Edm = 478.074 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304532.4404678 Edm = 25.2166 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 304481.8434655 Edm = 96.7817 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 302317.6451016 Edm = 45.3803 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 302209.1523079 Edm = 124.232 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 302078.2173616 Edm = 27.0798 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 301892.8820597 Edm = 166.58 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 300135.4858984 Edm = 294.258 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 300086.3879641 Edm = 225.594 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 299069.2477742 Edm = 19.7465 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 299060.466997 Edm = 8.50981 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 299056.1712245 Edm = 1.28309 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 299052.4826026 Edm = 1.41541 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 298968.13401 Edm = 14.77 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 298959.8523994 Edm = 24.1495 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 298903.0575607 Edm = 41.7414 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 298860.9141513 Edm = 33.7041 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 298610.8322298 Edm = 11.0431 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 298582.8593917 Edm = 189.812 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 298293.3913267 Edm = 210.761 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 298223.6842388 Edm = 104.746 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 298025.9117533 Edm = 60.6363 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297756.6904147 Edm = 34.9043 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297738.4788363 Edm = 24.6329 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297668.1910768 Edm = 24.3422 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297629.969539 Edm = 3.54424 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297627.5064185 Edm = 0.0922009 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297627.3767742 Edm = 0.0273894 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297623.4880448 Edm = 2.7894 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297620.1820062 Edm = 5.66332 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297613.9881566 Edm = 0.936349 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297612.3100001 Edm = 1.64788 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297608.9030441 Edm = 3.3425 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297607.5312897 Edm = 1.08492 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297604.9688646 Edm = 0.861682 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297600.5999785 Edm = 0.812269 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297600.3208447 Edm = 0.615972 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297599.5121745 Edm = 2.08703 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297598.6900431 Edm = 0.624308 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297595.9043735 Edm = 1.40411 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297595.5873865 Edm = 1.19809 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297591.2196153 Edm = 4.53405 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297583.613092 Edm = 9.68847 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297572.8022172 Edm = 0.884479 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297571.2211894 Edm = 2.98532 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297567.5137467 Edm = 1.40049 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297563.4454126 Edm = 1.48074 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297561.9426878 Edm = 1.74499 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297559.6672205 Edm = 0.691456 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297557.8287189 Edm = 1.25273 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297556.9168576 Edm = 0.666102 NCalls = 194 -VariableMetric: Iteration # 53 - FCN = 297556.0709503 Edm = 0.170419 NCalls = 196 -VariableMetric: Iteration # 54 - FCN = 297555.7018005 Edm = 0.66055 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297554.3984698 Edm = 0.682564 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297554.3311188 Edm = 0.513537 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297552.7378722 Edm = 3.14815 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297552.5043379 Edm = 0.270342 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297549.4071254 Edm = 2.84054 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297540.9201849 Edm = 11.2141 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297508.0210435 Edm = 13.8039 NCalls = 231 -VariableMetric: Iteration # 62 - FCN = 297506.0710136 Edm = 6.12361 NCalls = 233 -VariableMetric: Iteration # 63 - FCN = 297496.9680854 Edm = 0.18206 NCalls = 235 -VariableMetric: Iteration # 64 - FCN = 297496.5895278 Edm = 0.34634 NCalls = 237 -VariableMetric: Iteration # 65 - FCN = 297492.2520312 Edm = 1.29513 NCalls = 242 -VariableMetric: Iteration # 66 - FCN = 297490.4434204 Edm = 0.722285 NCalls = 244 -VariableMetric: Iteration # 67 - FCN = 297489.6708834 Edm = 0.131968 NCalls = 246 -VariableMetric: Iteration # 68 - FCN = 297489.0437135 Edm = 0.56634 NCalls = 249 -VariableMetric: Iteration # 69 - FCN = 297479.4242601 Edm = 7.1581 NCalls = 255 -VariableMetric: Iteration # 70 - FCN = 297444.3096876 Edm = 4.03028 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297440.5993953 Edm = 4.24627 NCalls = 260 -VariableMetric: Iteration # 72 - FCN = 297439.1363588 Edm = 0.337874 NCalls = 262 -VariableMetric: Iteration # 73 - FCN = 297438.0375772 Edm = 0.129501 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297437.9049252 Edm = 0.0466222 NCalls = 268 -VariableMetric: Iteration # 75 - FCN = 297437.871532 Edm = 0.0136625 NCalls = 269 -VariableMetric: Iteration # 76 - FCN = 297437.7921403 Edm = 0.0251759 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297437.6864229 Edm = 0.0877278 NCalls = 274 -VariableMetric: Iteration # 78 - FCN = 297436.9943684 Edm = 0.628205 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297436.9509869 Edm = 0.0537082 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297435.8748752 Edm = 0.995518 NCalls = 287 -VariableMetric: Iteration # 81 - FCN = 297421.7238762 Edm = 15.2902 NCalls = 292 -VariableMetric: Iteration # 82 - FCN = 297410.6060049 Edm = 5.26117 NCalls = 297 -VariableMetric: Iteration # 83 - FCN = 297402.9019432 Edm = 0.313317 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297402.5508012 Edm = 0.00666787 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297402.5309869 Edm = 0.0158666 NCalls = 302 -VariableMetric: Iteration # 86 - FCN = 297402.3599221 Edm = 0.0566961 NCalls = 309 -VariableMetric: Iteration # 87 - FCN = 297402.240511 Edm = 0.0467788 NCalls = 311 -VariableMetric: Iteration # 88 - FCN = 297402.2117395 Edm = 0.024334 NCalls = 313 -VariableMetric: Iteration # 89 - FCN = 297402.17489 Edm = 0.0146922 NCalls = 315 -VariableMetric: Iteration # 90 - FCN = 297401.6306535 Edm = 0.541148 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297391.5977286 Edm = 12.3668 NCalls = 325 -VariableMetric: Iteration # 92 - FCN = 297378.53629 Edm = 0.826258 NCalls = 330 -VariableMetric: Iteration # 93 - FCN = 297377.5602202 Edm = 0.444789 NCalls = 332 -VariableMetric: Iteration # 94 - FCN = 297377.3188773 Edm = 0.135286 NCalls = 335 -VariableMetric: Iteration # 95 - FCN = 297376.9819094 Edm = 0.077789 NCalls = 339 -VariableMetric: Iteration # 96 - FCN = 297376.8937313 Edm = 0.0652915 NCalls = 341 -VariableMetric: Iteration # 97 - FCN = 297376.8397591 Edm = 0.0111089 NCalls = 344 -VariableMetric: Iteration # 98 - FCN = 297376.8136402 Edm = 0.0049849 NCalls = 346 -VariableMetric: Iteration # 99 - FCN = 297376.8058437 Edm = 0.00517796 NCalls = 348 -VariableMetric: Iteration # 100 - FCN = 297376.7882571 Edm = 0.0114112 NCalls = 352 -VariableMetric: Iteration # 101 - FCN = 297376.5079825 Edm = 0.364621 NCalls = 358 -VariableMetric: Iteration # 102 - FCN = 297376.2308482 Edm = 0.244828 NCalls = 363 -VariableMetric: Iteration # 103 - FCN = 297376.2188984 Edm = 0.0179347 NCalls = 365 -VariableMetric: Iteration # 104 - FCN = 297375.6008729 Edm = 0.359077 NCalls = 370 -VariableMetric: Iteration # 105 - FCN = 297374.9420872 Edm = 0.468579 NCalls = 373 -VariableMetric: Iteration # 106 - FCN = 297373.6247557 Edm = 1.02114 NCalls = 376 -VariableMetric: Iteration # 107 - FCN = 297365.159434 Edm = 3.17089 NCalls = 380 -VariableMetric: Iteration # 108 - FCN = 297361.8790792 Edm = 0.340701 NCalls = 381 -VariableMetric: Iteration # 109 - FCN = 297361.4250825 Edm = 0.0783445 NCalls = 383 -VariableMetric: Iteration # 110 - FCN = 297361.3215421 Edm = 0.00760656 NCalls = 385 -VariableMetric: Iteration # 111 - FCN = 297361.3065334 Edm = 0.00748272 NCalls = 388 -VariableMetric: Iteration # 112 - FCN = 297361.2849729 Edm = 0.0102078 NCalls = 391 -VariableMetric: Iteration # 113 - FCN = 297361.2654039 Edm = 0.00787954 NCalls = 395 -VariableMetric: Iteration # 114 - FCN = 297361.2590787 Edm = 0.00491427 NCalls = 397 -VariableMetric: Iteration # 115 - FCN = 297361.2513086 Edm = 0.00283323 NCalls = 399 -VariableMetric: Iteration # 116 - FCN = 297361.2390477 Edm = 0.0123329 NCalls = 402 -VariableMetric: Iteration # 117 - FCN = 297361.2265899 Edm = 0.0220709 NCalls = 404 -VariableMetric: Iteration # 118 - FCN = 297361.2182388 Edm = 0.00706588 NCalls = 407 -VariableMetric: Iteration # 119 - FCN = 297361.1870851 Edm = 0.0304388 NCalls = 412 -VariableMetric: Iteration # 120 - FCN = 297361.1668298 Edm = 0.0186059 NCalls = 414 -VariableMetric: Iteration # 121 - FCN = 297361.1472815 Edm = 0.0448601 NCalls = 415 -VariableMetric: Iteration # 122 - FCN = 297361.1146168 Edm = 0.0175105 NCalls = 417 -VariableMetric: Iteration # 123 - FCN = 297361.0025501 Edm = 0.0669039 NCalls = 422 -VariableMetric: Iteration # 124 - FCN = 297360.8755308 Edm = 0.0779751 NCalls = 426 -VariableMetric: Iteration # 125 - FCN = 297360.8436361 Edm = 0.0178468 NCalls = 428 -VariableMetric: Iteration # 126 - FCN = 297360.7954039 Edm = 0.0554997 NCalls = 431 -VariableMetric: Iteration # 127 - FCN = 297360.3667648 Edm = 0.348716 NCalls = 435 -VariableMetric: Iteration # 128 - FCN = 297352.4043842 Edm = 2.91557 NCalls = 441 -VariableMetric: Iteration # 129 - FCN = 297351.5486834 Edm = 1.48683 NCalls = 443 -VariableMetric: Iteration # 130 - FCN = 297350.2598865 Edm = 0.676733 NCalls = 445 -VariableMetric: Iteration # 131 - FCN = 297350.0150078 Edm = 0.153856 NCalls = 447 -VariableMetric: Iteration # 132 - FCN = 297349.6755926 Edm = 0.242213 NCalls = 449 -VariableMetric: Iteration # 133 - FCN = 297349.4661547 Edm = 0.21415 NCalls = 451 -VariableMetric: Iteration # 134 - FCN = 297349.2603564 Edm = 0.0448382 NCalls = 454 -VariableMetric: Iteration # 135 - FCN = 297349.2044032 Edm = 0.0190662 NCalls = 456 -VariableMetric: Iteration # 136 - FCN = 297349.1732631 Edm = 0.00485955 NCalls = 459 -VariableMetric: Iteration # 137 - FCN = 297349.168983 Edm = 0.00297455 NCalls = 461 -VariableMetric: Iteration # 138 - FCN = 297349.1659891 Edm = 0.00149954 NCalls = 463 -VariableMetric: Iteration # 139 - FCN = 297349.1529988 Edm = 0.00901588 NCalls = 466 -VariableMetric: Iteration # 140 - FCN = 297348.9667204 Edm = 0.148732 NCalls = 471 -VariableMetric: Iteration # 141 - FCN = 297348.0557977 Edm = 3.21139 NCalls = 476 -VariableMetric: Iteration # 142 - FCN = 297346.6295517 Edm = 1.89986 NCalls = 479 -VariableMetric: Iteration # 143 - FCN = 297344.6752847 Edm = 3.39579 NCalls = 483 -VariableMetric: Iteration # 144 - FCN = 297342.2852444 Edm = 1.86843 NCalls = 487 -VariableMetric: Iteration # 145 - FCN = 297337.7146171 Edm = 0.994216 NCalls = 490 -VariableMetric: Iteration # 146 - FCN = 297336.0891047 Edm = 1.24775 NCalls = 493 -VariableMetric: Iteration # 147 - FCN = 297329.7016946 Edm = 1.97102 NCalls = 498 -VariableMetric: Iteration # 148 - FCN = 297328.8100594 Edm = 1.31653 NCalls = 500 -VariableMetric: Iteration # 149 - FCN = 297326.8193825 Edm = 0.2696 NCalls = 503 -VariableMetric: Iteration # 150 - FCN = 297326.5842635 Edm = 0.067853 NCalls = 505 -VariableMetric: Iteration # 151 - FCN = 297326.4572069 Edm = 0.0531231 NCalls = 507 -VariableMetric: Iteration # 152 - FCN = 297326.3037357 Edm = 0.0705587 NCalls = 509 -VariableMetric: Iteration # 153 - FCN = 297326.2297717 Edm = 0.0266047 NCalls = 511 -VariableMetric: Iteration # 154 - FCN = 297326.1970741 Edm = 0.00631257 NCalls = 514 -VariableMetric: Iteration # 155 - FCN = 297326.1866239 Edm = 0.00124998 NCalls = 517 -VariableMetric: Iteration # 156 - FCN = 297326.1848781 Edm = 0.000411905 NCalls = 519 -VariableMetric: Iteration # 157 - FCN = 297326.1832396 Edm = 0.00181383 NCalls = 521 -VariableMetric: Iteration # 158 - FCN = 297326.1720071 Edm = 0.0114817 NCalls = 526 -VariableMetric: Iteration # 159 - FCN = 297326.1455254 Edm = 0.0237751 NCalls = 532 -VariableMetric: Iteration # 160 - FCN = 297322.43066 Edm = 6.75312 NCalls = 539 -VariableMetric: Iteration # 161 - FCN = 297322.3841975 Edm = 0.0594748 NCalls = 541 -VariableMetric: Iteration # 162 - FCN = 297321.7934236 Edm = 0.525938 NCalls = 545 -VariableMetric: Iteration # 163 - FCN = 297319.3070888 Edm = 0.716443 NCalls = 547 -VariableMetric: Iteration # 164 - FCN = 297318.6194836 Edm = 0.163191 NCalls = 548 -VariableMetric: Iteration # 165 - FCN = 297318.2959892 Edm = 0.0632617 NCalls = 551 -VariableMetric: Iteration # 166 - FCN = 297318.1816442 Edm = 0.0325516 NCalls = 554 -VariableMetric: Iteration # 167 - FCN = 297318.1431197 Edm = 0.0083042 NCalls = 556 -VariableMetric: Iteration # 168 - FCN = 297318.131169 Edm = 0.00729216 NCalls = 558 -VariableMetric: Iteration # 169 - FCN = 297318.1186275 Edm = 0.00365663 NCalls = 560 -VariableMetric: Iteration # 170 - FCN = 297318.1132342 Edm = 0.000466549 NCalls = 562 -VariableMetric: Iteration # 171 - FCN = 297318.1123226 Edm = 0.000364733 NCalls = 564 -VariableMetric: Iteration # 172 - FCN = 297318.1043351 Edm = 0.00742667 NCalls = 568 -VariableMetric: Iteration # 173 - FCN = 297317.7009172 Edm = 0.379668 NCalls = 573 -VariableMetric: Iteration # 174 - FCN = 297315.9902237 Edm = 1.1366 NCalls = 576 -VariableMetric: Iteration # 175 - FCN = 297314.6962653 Edm = 0.409821 NCalls = 578 -VariableMetric: Iteration # 176 - FCN = 297314.3553946 Edm = 0.0203377 NCalls = 580 -VariableMetric: Iteration # 177 - FCN = 297314.3336335 Edm = 0.00130894 NCalls = 582 -VariableMetric: Iteration # 178 - FCN = 297314.3323537 Edm = 0.000520118 NCalls = 583 -VariableMetric: Iteration # 179 - FCN = 297314.3313495 Edm = 0.000426378 NCalls = 585 -VariableMetric: Iteration # 180 - FCN = 297314.3295139 Edm = 0.00127233 NCalls = 587 -VariableMetric: Iteration # 181 - FCN = 297314.309592 Edm = 0.017519 NCalls = 590 -VariableMetric: Iteration # 182 - FCN = 297314.2748169 Edm = 0.0298612 NCalls = 594 -VariableMetric: Iteration # 183 - FCN = 297312.6496351 Edm = 0.665283 NCalls = 599 -VariableMetric: Iteration # 184 - FCN = 297311.8974051 Edm = 0.176503 NCalls = 603 -VariableMetric: Iteration # 185 - FCN = 297311.7576427 Edm = 0.0597746 NCalls = 605 -VariableMetric: Iteration # 186 - FCN = 297311.6937357 Edm = 0.00631826 NCalls = 607 -VariableMetric: Iteration # 187 - FCN = 297311.684665 Edm = 0.00152082 NCalls = 609 -VariableMetric: Iteration # 188 - FCN = 297311.6822818 Edm = 0.000392183 NCalls = 611 -VariableMetric: Iteration # 189 - FCN = 297311.6816076 Edm = 0.000155733 NCalls = 613 -VariableMetric: Iteration # 190 - FCN = 297311.6809909 Edm = 0.0005298 NCalls = 615 -VariableMetric: Iteration # 191 - FCN = 297311.6729552 Edm = 0.00806369 NCalls = 620 -VariableMetric: Iteration # 192 - FCN = 297311.4399594 Edm = 0.00358897 NCalls = 627 -VariableMetric: Iteration # 193 - FCN = 297308.9110931 Edm = 0.132688 NCalls = 630 -VariableMetric: Iteration # 194 - FCN = 297308.765583 Edm = 0.0361043 NCalls = 632 -VariableMetric: Iteration # 195 - FCN = 297308.747694 Edm = 0.00718103 NCalls = 634 -VariableMetric: Iteration # 196 - FCN = 297308.7405624 Edm = 0.000277961 NCalls = 636 -VariableMetric: Iteration # 197 - FCN = 297308.740133 Edm = 0.000180312 NCalls = 638 -VariableMetric: Iteration # 198 - FCN = 297308.7379694 Edm = 0.00229573 NCalls = 642 -VariableMetric: Iteration # 199 - FCN = 297308.689121 Edm = 0.0507188 NCalls = 649 -VariableMetric: Iteration # 200 - FCN = 297308.6363628 Edm = 0.0513665 NCalls = 656 -VariableMetric: Iteration # 201 - FCN = 297306.5315772 Edm = 0.153828 NCalls = 660 -VariableMetric: Iteration # 202 - FCN = 297306.3111954 Edm = 0.0190282 NCalls = 662 -VariableMetric: Iteration # 203 - FCN = 297306.2890413 Edm = 0.000465321 NCalls = 664 -VariableMetric: Iteration # 204 - FCN = 297306.2885771 Edm = 2.30563e-05 NCalls = 665 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323076.8978432 Edm = 34.4126 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323076.8978432 Edm = 34.4126 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307314.5032673 Edm = 3.79499 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300853.8313946 Edm = 19.9687 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300821.60226 Edm = 8.33794 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300805.287294 Edm = 16.0936 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 299806.8884917 Edm = 202.6 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 299768.2617591 Edm = 4.37282 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 299763.598957 Edm = 5.68622 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 299497.3975849 Edm = 88.9141 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299279.3248149 Edm = 16.4538 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 299271.4243009 Edm = 1.16295 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 299270.3627198 Edm = 0.305144 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 299241.2982681 Edm = 38.8892 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 299235.8317022 Edm = 5.75378 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 299200.5698718 Edm = 38.5816 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 299188.7653206 Edm = 10.968 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298653.928863 Edm = 150.674 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 298044.4488091 Edm = 87.3713 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297999.5090669 Edm = 49.0826 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297952.6485441 Edm = 1.33763 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297951.7182349 Edm = 0.0478404 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297951.3370683 Edm = 0.361641 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297896.8257365 Edm = 7.28485 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297883.691504 Edm = 2.41975 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297881.6142842 Edm = 0.190616 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297881.2902944 Edm = 0.0311443 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297881.2142343 Edm = 0.0459321 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297852.9834225 Edm = 7.3499 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297805.179483 Edm = 11.1385 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297787.8864865 Edm = 0.511011 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297787.2567805 Edm = 0.0546624 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297787.1690579 Edm = 0.0270062 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297787.0631521 Edm = 0.10261 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297783.6736083 Edm = 3.86508 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297782.3012334 Edm = 1.34408 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297775.6581766 Edm = 5.91106 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297696.9072823 Edm = 11.6198 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297684.4235775 Edm = 0.11752 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297684.2892156 Edm = 0.0209472 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297684.239118 Edm = 0.0338975 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297682.8545538 Edm = 1.297 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297647.2808447 Edm = 4.98458 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297640.1654375 Edm = 0.256532 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297639.7823114 Edm = 0.0156119 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297639.7565576 Edm = 0.0028861 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297639.7421964 Edm = 0.00725324 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297639.4693022 Edm = 0.257642 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297625.2173823 Edm = 6.21558 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297616.9947423 Edm = 9.56654 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297606.6169819 Edm = 3.75185 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297602.4450554 Edm = 3.53697 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297600.1087623 Edm = 0.535491 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297599.3481914 Edm = 0.0461701 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297599.2801768 Edm = 0.0102933 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297599.2214397 Edm = 0.0372418 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297598.7724071 Edm = 0.271434 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297588.9117787 Edm = 10.4826 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297580.7674716 Edm = 7.48483 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297562.3301159 Edm = 4.53733 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297558.564063 Edm = 0.749009 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297557.8430473 Edm = 0.721027 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297557.4568516 Edm = 0.0703643 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297557.3502497 Edm = 0.0206856 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297557.3271485 Edm = 0.0033735 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297557.3215331 Edm = 0.00350596 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297557.3174352 Edm = 0.00117231 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297557.3156904 Edm = 0.000349378 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297557.3135716 Edm = 0.00104722 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297557.3049348 Edm = 0.0051209 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297557.0838772 Edm = 0.229432 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297553.7531397 Edm = 2.578 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297548.8201918 Edm = 0.978743 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297547.8367272 Edm = 0.0703096 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297547.7813297 Edm = 0.00587765 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297547.7759734 Edm = 0.00152006 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297547.7737083 Edm = 0.0006032 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297547.7718238 Edm = 0.00114063 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297547.7557765 Edm = 0.0163394 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297547.4158335 Edm = 0.341044 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297547.4083137 Edm = 0.00602099 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297546.734792 Edm = 0.6049 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297542.2738301 Edm = 3.33247 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297538.976342 Edm = 0.638655 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297538.462361 Edm = 0.201232 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297538.2820118 Edm = 0.0197979 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297538.2525667 Edm = 0.00335604 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297538.2478214 Edm = 0.000634538 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297538.2454417 Edm = 0.00178841 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297538.2165131 Edm = 0.0246183 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297537.9416265 Edm = 0.336454 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297534.7580836 Edm = 3.17132 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297530.8626994 Edm = 3.74265 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297527.825186 Edm = 2.98096 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297525.0754048 Edm = 3.84277 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297523.1139593 Edm = 3.97722 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297520.5235989 Edm = 1.21769 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297519.6087161 Edm = 0.124586 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297519.4965308 Edm = 0.0179156 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297519.4659631 Edm = 0.0175252 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297519.4549177 Edm = 0.0098021 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297519.4492363 Edm = 0.00245911 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297519.4468449 Edm = 0.000671258 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297519.4397992 Edm = 0.00812828 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297519.3104222 Edm = 0.136109 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297519.2075965 Edm = 0.101125 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297512.1432166 Edm = 1.80956 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297510.7908602 Edm = 0.706665 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297510.4349474 Edm = 0.168791 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297510.2842906 Edm = 0.0260859 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297510.245432 Edm = 0.00761915 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297510.2332374 Edm = 0.000404317 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297510.2327566 Edm = 9.07769e-05 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297510.2319271 Edm = 0.000767299 NCalls = 359 -VariableMetric: Iteration # 113 - FCN = 297510.2170307 Edm = 0.0157245 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297510.1262724 Edm = 0.0406353 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297509.4537975 Edm = 0.432101 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297508.3370582 Edm = 0.174918 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297508.1673824 Edm = 0.0133604 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297508.1537243 Edm = 0.00029152 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297508.1534333 Edm = 1.17117e-05 NCalls = 382 -VariableMetric: After Hessian - FCN = 297508.1534333 Edm = 130.922 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297508.1534333 Edm = 130.922 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297503.4179299 Edm = 6090.13 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297502.9074788 Edm = 2.86375 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297501.3053062 Edm = 0.09727 NCalls = 866 -VariableMetric: Iteration # 124 - FCN = 297501.1446677 Edm = 0.043489 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297501.0436132 Edm = 0.0198641 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297500.91767 Edm = 0.105375 NCalls = 874 -VariableMetric: Iteration # 127 - FCN = 297499.9472476 Edm = 1.56368 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297499.8661508 Edm = 0.214643 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297498.569777 Edm = 2.12528 NCalls = 889 -VariableMetric: Iteration # 130 - FCN = 297497.2917219 Edm = 1.5198 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297496.2164316 Edm = 1.24542 NCalls = 901 -VariableMetric: Iteration # 132 - FCN = 297494.6633245 Edm = 1.80565 NCalls = 906 -VariableMetric: Iteration # 133 - FCN = 297494.3710898 Edm = 0.251972 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297492.4105189 Edm = 0.382538 NCalls = 914 -VariableMetric: Iteration # 135 - FCN = 297491.8967587 Edm = 0.303876 NCalls = 917 -VariableMetric: Iteration # 136 - FCN = 297491.6481237 Edm = 0.189467 NCalls = 919 -VariableMetric: Iteration # 137 - FCN = 297491.4011906 Edm = 0.113301 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297491.2031275 Edm = 0.0826048 NCalls = 924 -VariableMetric: Iteration # 139 - FCN = 297490.9701767 Edm = 0.157349 NCalls = 927 -VariableMetric: Iteration # 140 - FCN = 297490.4755901 Edm = 0.880974 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297490.2334284 Edm = 0.633189 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297490.0272637 Edm = 1.82463 NCalls = 939 -VariableMetric: Iteration # 143 - FCN = 297488.3782049 Edm = 3.07498 NCalls = 946 -VariableMetric: Iteration # 144 - FCN = 297485.7883063 Edm = 3.66487 NCalls = 952 -VariableMetric: Iteration # 145 - FCN = 297483.2530075 Edm = 2.78542 NCalls = 957 -VariableMetric: Iteration # 146 - FCN = 297481.2777485 Edm = 1.76651 NCalls = 962 -VariableMetric: Iteration # 147 - FCN = 297480.5663711 Edm = 0.419805 NCalls = 964 -VariableMetric: Iteration # 148 - FCN = 297479.9487093 Edm = 0.0999221 NCalls = 966 -VariableMetric: Iteration # 149 - FCN = 297479.7975425 Edm = 0.046275 NCalls = 968 -VariableMetric: Iteration # 150 - FCN = 297479.7183831 Edm = 0.0321963 NCalls = 970 -VariableMetric: Iteration # 151 - FCN = 297479.6314263 Edm = 0.0197639 NCalls = 972 -VariableMetric: Iteration # 152 - FCN = 297479.5709088 Edm = 0.0340914 NCalls = 974 -VariableMetric: Iteration # 153 - FCN = 297479.4228211 Edm = 0.104104 NCalls = 977 -VariableMetric: Iteration # 154 - FCN = 297479.2279885 Edm = 0.101207 NCalls = 980 -VariableMetric: Iteration # 155 - FCN = 297479.1340041 Edm = 0.0439694 NCalls = 982 -VariableMetric: Iteration # 156 - FCN = 297479.0394478 Edm = 0.0409658 NCalls = 985 -VariableMetric: Iteration # 157 - FCN = 297478.9672063 Edm = 0.017789 NCalls = 987 -VariableMetric: Iteration # 158 - FCN = 297478.931332 Edm = 0.0108247 NCalls = 989 -VariableMetric: Iteration # 159 - FCN = 297478.9074316 Edm = 0.00837532 NCalls = 991 -VariableMetric: Iteration # 160 - FCN = 297478.8714715 Edm = 0.0109349 NCalls = 993 -VariableMetric: Iteration # 161 - FCN = 297478.8269307 Edm = 0.0184343 NCalls = 995 -VariableMetric: Iteration # 162 - FCN = 297478.7686637 Edm = 0.0069508 NCalls = 997 -VariableMetric: Iteration # 163 - FCN = 297478.7532749 Edm = 0.00411114 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297478.7404512 Edm = 0.00381077 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297478.7336089 Edm = 0.00111064 NCalls = 1003 -VariableMetric: Iteration # 166 - FCN = 297478.7317209 Edm = 0.000488751 NCalls = 1005 -VariableMetric: Iteration # 167 - FCN = 297478.7305377 Edm = 0.000323361 NCalls = 1007 -VariableMetric: Iteration # 168 - FCN = 297478.7299359 Edm = 9.84071e-05 NCalls = 1009 -VariableMetric: Iteration # 169 - FCN = 297478.7297351 Edm = 1.5588e-05 NCalls = 1011 -VariableMetric: After Hessian - FCN = 297478.7297351 Edm = 0.0614012 NCalls = 1502 -VariableMetric: Iteration # 170 - FCN = 297478.7297351 Edm = 0.0614012 NCalls = 1502 -VariableMetric: Iteration # 171 - FCN = 297478.7294343 Edm = 0.0258779 NCalls = 1505 -VariableMetric: Iteration # 172 - FCN = 297478.7293771 Edm = 0.000344394 NCalls = 1507 -VariableMetric: Iteration # 173 - FCN = 297478.7291889 Edm = 0.000128025 NCalls = 1510 -VariableMetric: Iteration # 174 - FCN = 297478.7287488 Edm = 0.000141865 NCalls = 1513 -VariableMetric: Iteration # 175 - FCN = 297478.7285089 Edm = 0.000235521 NCalls = 1515 -VariableMetric: Iteration # 176 - FCN = 297478.7282353 Edm = 2.33697e-05 NCalls = 1518 -VariableMetric: Iteration # 177 - FCN = 297478.7281958 Edm = 3.63434e-06 NCalls = 1520 -VariableMetric: After Hessian - FCN = 297478.7281958 Edm = 1.18361e-05 NCalls = 2021 -VariableMetric: Iteration # 178 - FCN = 297478.7281958 Edm = 1.18361e-05 NCalls = 2021 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346326.0638367 Edm = 1557.92 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346326.0638367 Edm = 1557.92 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 344605.3389489 Edm = 24.7692 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 340479.500262 Edm = 4117.79 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 309924.7629655 Edm = 3093.42 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 309710.3065641 Edm = 238.147 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 298325.3570855 Edm = 7.55571 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298264.5977642 Edm = 10.5139 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298239.3627086 Edm = 0.170142 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298237.78122 Edm = 1.83583 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298187.2828668 Edm = 26.5189 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298147.6865912 Edm = 37.7441 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298120.1129653 Edm = 1.90992 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298117.3906624 Edm = 0.243474 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298117.0503389 Edm = 0.155165 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 298114.9466174 Edm = 2.10084 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 298061.4914129 Edm = 14.507 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298037.6343267 Edm = 2.78107 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298033.5646403 Edm = 5.02041 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297947.129385 Edm = 47.2119 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297932.5940299 Edm = 52.0552 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297683.6110663 Edm = 113.942 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297443.2074556 Edm = 75.2798 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297404.150671 Edm = 15.9734 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297394.7071622 Edm = 0.86551 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297393.6580076 Edm = 0.709794 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297392.1844275 Edm = 1.19575 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297384.9131525 Edm = 0.826824 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297383.7848436 Edm = 0.13652 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297382.3851887 Edm = 0.64565 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297378.010617 Edm = 1.29345 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297375.8204826 Edm = 0.0908926 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297375.6746333 Edm = 0.0572802 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297375.3109301 Edm = 0.446039 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297372.7638714 Edm = 2.52196 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297372.1760857 Edm = 2.00079 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297363.793178 Edm = 4.06317 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297359.7292445 Edm = 1.81936 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297359.1938581 Edm = 0.193206 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297358.9818284 Edm = 0.0117333 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297358.9013449 Edm = 0.0695681 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297357.9950506 Edm = 0.102895 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297357.8770906 Edm = 0.00900214 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297357.844919 Edm = 0.0310116 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297357.0315918 Edm = 0.794357 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297317.439513 Edm = 30.6056 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297315.5243952 Edm = 4.26934 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297309.9858655 Edm = 6.36378 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297295.5441163 Edm = 5.88938 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297289.141702 Edm = 0.66885 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297288.4788659 Edm = 0.0915005 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297288.2354586 Edm = 0.0931165 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297288.0411327 Edm = 0.0393655 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297287.9862929 Edm = 0.00772334 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297287.976143 Edm = 0.00668605 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297287.952155 Edm = 0.0123239 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297287.8992462 Edm = 0.0332839 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297287.5178375 Edm = 1.07039 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297287.2166013 Edm = 5.33723 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297286.0571974 Edm = 0.398722 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297285.6782768 Edm = 1.0059 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297284.7965655 Edm = 0.36112 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297284.1846576 Edm = 0.137346 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297283.5825637 Edm = 0.429212 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297258.9034321 Edm = 4.65355 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297254.5693798 Edm = 1.11005 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297253.1736614 Edm = 0.30121 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297252.9126437 Edm = 0.0957554 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297252.7789375 Edm = 0.0592472 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297252.6943538 Edm = 0.0436513 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297252.6315439 Edm = 0.035554 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297252.5912612 Edm = 0.0425288 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297252.5449163 Edm = 0.0658678 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297252.4278124 Edm = 0.0637406 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297252.3943177 Edm = 0.105411 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297252.3091729 Edm = 0.050288 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297252.1957007 Edm = 0.0357915 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297252.1242788 Edm = 0.0130474 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297252.1127445 Edm = 0.010503 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297252.1067782 Edm = 0.00123009 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297252.1020541 Edm = 0.00278405 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297252.0328171 Edm = 0.0615633 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297244.1574867 Edm = 6.26784 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297220.502451 Edm = 16.0828 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297220.0598736 Edm = 12.5015 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297219.1154342 Edm = 0.290677 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297218.9175962 Edm = 0.00721596 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297218.9110578 Edm = 0.000574895 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297218.9099743 Edm = 0.000126146 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297218.9097166 Edm = 0.000107324 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297218.9064339 Edm = 0.00223548 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297218.9010282 Edm = 0.000517946 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297218.9002952 Edm = 0.000150328 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297218.8982301 Edm = 0.00117533 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297218.8830871 Edm = 0.0342787 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297218.642458 Edm = 0.265548 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297218.613711 Edm = 0.0290216 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297218.5376942 Edm = 0.094402 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297217.9318177 Edm = 0.517632 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297216.019187 Edm = 4.55096 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297215.4861928 Edm = 0.215841 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297215.1990739 Edm = 0.0765397 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297215.0834344 Edm = 0.090216 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297214.9743368 Edm = 0.0393967 NCalls = 342 -VariableMetric: Iteration # 103 - FCN = 297214.8918647 Edm = 0.018632 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297214.8619134 Edm = 0.00124056 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297214.8602367 Edm = 0.000297461 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297214.8590981 Edm = 0.000457344 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297214.8566721 Edm = 0.00240056 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297214.8292866 Edm = 0.0309462 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297214.7456658 Edm = 0.0793501 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297208.5234431 Edm = 0.246958 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297208.1595406 Edm = 0.218753 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297208.0651061 Edm = 0.0300716 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297208.0455701 Edm = 0.00292366 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297208.0402832 Edm = 0.00200331 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297208.0348286 Edm = 0.00196044 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297208.0321661 Edm = 0.000980892 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297208.030773 Edm = 0.000640502 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297208.0212153 Edm = 0.00781791 NCalls = 389 -VariableMetric: Iteration # 119 - FCN = 297207.7881739 Edm = 0.602905 NCalls = 396 -VariableMetric: Iteration # 120 - FCN = 297206.9809215 Edm = 1.0729 NCalls = 407 -VariableMetric: Iteration # 121 - FCN = 297206.6402854 Edm = 0.835152 NCalls = 409 -VariableMetric: Iteration # 122 - FCN = 297205.6867679 Edm = 0.337722 NCalls = 416 -VariableMetric: Iteration # 123 - FCN = 297205.1593294 Edm = 0.17262 NCalls = 418 -VariableMetric: Iteration # 124 - FCN = 297204.9952801 Edm = 0.0894708 NCalls = 419 -VariableMetric: Iteration # 125 - FCN = 297204.8140807 Edm = 0.145816 NCalls = 423 -VariableMetric: Iteration # 126 - FCN = 297204.5056477 Edm = 0.118771 NCalls = 428 -VariableMetric: Iteration # 127 - FCN = 297204.3564746 Edm = 0.014853 NCalls = 430 -VariableMetric: Iteration # 128 - FCN = 297204.3475084 Edm = 0.0076905 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297204.3379804 Edm = 0.00589082 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297204.324989 Edm = 0.000827782 NCalls = 437 -VariableMetric: Iteration # 131 - FCN = 297204.3238843 Edm = 4.02709e-05 NCalls = 439 -VariableMetric: After Hessian - FCN = 297204.3238843 Edm = 29.0386 NCalls = 910 -VariableMetric: Iteration # 132 - FCN = 297204.3238843 Edm = 29.0386 NCalls = 910 -VariableMetric: Iteration # 133 - FCN = 297204.1270853 Edm = 288.378 NCalls = 914 -VariableMetric: Iteration # 134 - FCN = 297204.124681 Edm = 516.438 NCalls = 919 -VariableMetric: Iteration # 135 - FCN = 297204.0880785 Edm = 501.348 NCalls = 923 -VariableMetric: Iteration # 136 - FCN = 297204.0454156 Edm = 116.806 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297204.0351157 Edm = 92.0885 NCalls = 931 -VariableMetric: Iteration # 138 - FCN = 297204.0339483 Edm = 253.561 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297203.786297 Edm = 92.8001 NCalls = 937 -VariableMetric: Iteration # 140 - FCN = 297203.3756468 Edm = 355.104 NCalls = 940 -VariableMetric: Iteration # 141 - FCN = 297202.9529248 Edm = 222.38 NCalls = 942 -VariableMetric: Iteration # 142 - FCN = 297202.8194828 Edm = 43.8877 NCalls = 945 -VariableMetric: Iteration # 143 - FCN = 297202.4840177 Edm = 216.341 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297202.2607885 Edm = 16.765 NCalls = 950 -VariableMetric: Iteration # 145 - FCN = 297201.587858 Edm = 9.61481 NCalls = 952 -VariableMetric: Iteration # 146 - FCN = 297201.3439813 Edm = 0.019435 NCalls = 954 -VariableMetric: Iteration # 147 - FCN = 297201.2983458 Edm = 19.3854 NCalls = 956 -VariableMetric: Iteration # 148 - FCN = 297200.9655902 Edm = 1.0463 NCalls = 958 -VariableMetric: Iteration # 149 - FCN = 297200.8323803 Edm = 0.943481 NCalls = 960 -VariableMetric: Iteration # 150 - FCN = 297200.6516967 Edm = 0.655597 NCalls = 962 -VariableMetric: Iteration # 151 - FCN = 297200.5493678 Edm = 0.402033 NCalls = 964 -VariableMetric: Iteration # 152 - FCN = 297200.3523125 Edm = 1.66892 NCalls = 966 -VariableMetric: Iteration # 153 - FCN = 297200.2430395 Edm = 0.492726 NCalls = 968 -VariableMetric: Iteration # 154 - FCN = 297199.8906655 Edm = 4.16044 NCalls = 970 -VariableMetric: Iteration # 155 - FCN = 297199.3805673 Edm = 2.38781 NCalls = 973 -VariableMetric: Iteration # 156 - FCN = 297198.4651949 Edm = 3.55451 NCalls = 977 -VariableMetric: Iteration # 157 - FCN = 297198.1709324 Edm = 11.3458 NCalls = 980 -VariableMetric: Iteration # 158 - FCN = 297196.9494924 Edm = 9.08069 NCalls = 982 -VariableMetric: Iteration # 159 - FCN = 297195.8422739 Edm = 1.57644 NCalls = 985 -VariableMetric: Iteration # 160 - FCN = 297195.1313822 Edm = 5.74924 NCalls = 988 -VariableMetric: Iteration # 161 - FCN = 297193.9099401 Edm = 6.98355 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297189.0351655 Edm = 7.78588 NCalls = 998 -VariableMetric: Iteration # 163 - FCN = 297188.2718968 Edm = 2.52026 NCalls = 1001 -VariableMetric: Iteration # 164 - FCN = 297187.2668063 Edm = 2.07541 NCalls = 1003 -VariableMetric: Iteration # 165 - FCN = 297186.5053506 Edm = 1.72068 NCalls = 1006 -VariableMetric: Iteration # 166 - FCN = 297185.544328 Edm = 1.38136 NCalls = 1009 -VariableMetric: Iteration # 167 - FCN = 297184.831791 Edm = 0.595315 NCalls = 1012 -VariableMetric: Iteration # 168 - FCN = 297184.598565 Edm = 0.293472 NCalls = 1014 -VariableMetric: Iteration # 169 - FCN = 297184.4603272 Edm = 0.125813 NCalls = 1016 -VariableMetric: Iteration # 170 - FCN = 297184.3142241 Edm = 0.0728206 NCalls = 1018 -VariableMetric: Iteration # 171 - FCN = 297184.2391558 Edm = 0.0608028 NCalls = 1019 -VariableMetric: Iteration # 172 - FCN = 297184.1444341 Edm = 0.0410373 NCalls = 1021 -VariableMetric: Iteration # 173 - FCN = 297184.1178512 Edm = 0.0327593 NCalls = 1023 -VariableMetric: Iteration # 174 - FCN = 297184.0953095 Edm = 0.0128622 NCalls = 1026 -VariableMetric: Iteration # 175 - FCN = 297184.0793716 Edm = 0.00695745 NCalls = 1028 -VariableMetric: Iteration # 176 - FCN = 297184.0672356 Edm = 0.00456487 NCalls = 1030 -VariableMetric: Iteration # 177 - FCN = 297184.0608409 Edm = 0.00311539 NCalls = 1032 -VariableMetric: Iteration # 178 - FCN = 297184.0578847 Edm = 0.00164163 NCalls = 1034 -VariableMetric: Iteration # 179 - FCN = 297184.0564211 Edm = 0.000481191 NCalls = 1036 -VariableMetric: Iteration # 180 - FCN = 297184.0560849 Edm = 8.92874e-05 NCalls = 1038 -VariableMetric: Iteration # 181 - FCN = 297184.0559642 Edm = 3.89959e-05 NCalls = 1040 -VariableMetric: After Hessian - FCN = 297184.0559642 Edm = 0.00071588 NCalls = 1519 -VariableMetric: Iteration # 182 - FCN = 297184.0559642 Edm = 0.00071588 NCalls = 1519 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302906.0308966 Edm = 39.7687 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302906.0308966 Edm = 39.7687 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300157.8197927 Edm = 0.608562 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300155.0249523 Edm = 0.339958 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300148.6048143 Edm = 6.77259 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 300122.0369814 Edm = 21.2817 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298710.7139364 Edm = 26.5501 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298691.632388 Edm = 27.5909 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298678.1064058 Edm = 1.5823 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298355.114159 Edm = 229.312 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297574.6524436 Edm = 150.456 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297467.7935062 Edm = 0.988365 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297466.7661323 Edm = 0.0553384 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297466.6204567 Edm = 0.0342183 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297466.5430066 Edm = 0.0285876 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297420.0785406 Edm = 3.70143 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297385.5769427 Edm = 11.5257 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297369.1242402 Edm = 2.94761 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297365.6490483 Edm = 0.387185 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297365.2898607 Edm = 0.0244695 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297365.2379004 Edm = 0.0303005 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297360.8281332 Edm = 4.21437 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297324.5579115 Edm = 1.86335 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297321.550144 Edm = 3.76694 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297319.8863543 Edm = 0.239427 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297319.5614981 Edm = 0.0539379 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297319.5075233 Edm = 0.0168975 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297319.4845598 Edm = 0.00777629 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297319.3661643 Edm = 0.0987997 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297302.56059 Edm = 9.3971 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297292.637715 Edm = 7.69224 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297287.4674236 Edm = 0.650066 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297286.7991746 Edm = 0.0844854 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297286.7256591 Edm = 0.00282818 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297286.7222336 Edm = 0.00158379 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297286.7055838 Edm = 0.0172526 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297285.6262671 Edm = 0.626343 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297278.5519527 Edm = 0.506157 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297277.7586341 Edm = 0.092208 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297277.5726106 Edm = 0.0120069 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297277.5565961 Edm = 0.00153706 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297277.5541825 Edm = 0.00116908 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297277.5041916 Edm = 0.0461379 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297276.5246943 Edm = 0.707008 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297273.4610521 Edm = 0.633493 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297273.0627568 Edm = 0.29098 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297272.8745199 Edm = 0.101478 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297272.7714541 Edm = 0.0353229 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297272.6954188 Edm = 0.020701 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297272.6677687 Edm = 0.0223002 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297272.6324975 Edm = 0.0160175 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297272.6073075 Edm = 0.00145466 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297272.6058235 Edm = 0.000229575 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297272.6039436 Edm = 0.00162604 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297272.5846948 Edm = 0.0165839 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297272.3907082 Edm = 0.212133 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297270.7978226 Edm = 0.679981 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297269.2014118 Edm = 1.85814 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297267.3345526 Edm = 2.40297 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297266.9602969 Edm = 1.38139 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297265.8149497 Edm = 0.311908 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297265.4380419 Edm = 0.0728148 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297265.3443913 Edm = 0.0273585 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297265.3224999 Edm = 0.00169514 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297265.3200425 Edm = 0.000884696 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297265.313616 Edm = 0.00453172 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297265.1952796 Edm = 0.0844866 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297261.6562409 Edm = 1.99206 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297259.2344396 Edm = 0.18878 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297259.0641772 Edm = 0.0229002 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297259.0523635 Edm = 0.00290233 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297259.0475288 Edm = 0.000844723 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297259.0462144 Edm = 0.000289293 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297259.044566 Edm = 0.00129092 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297259.0214428 Edm = 0.0215447 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297257.4775569 Edm = 0.852306 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297255.9554938 Edm = 0.0162139 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297255.9406619 Edm = 0.000978606 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297255.9399778 Edm = 0.00016644 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297255.9394775 Edm = 0.000514492 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297255.9255006 Edm = 0.0146375 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297255.8908835 Edm = 0.0333601 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297250.1848677 Edm = 1.15598 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297248.4099863 Edm = 0.200834 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297248.2899247 Edm = 0.0675926 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297248.2266287 Edm = 0.00967472 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297248.2115358 Edm = 0.00182264 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297248.2092427 Edm = 0.000176349 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297248.208697 Edm = 0.000388505 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297248.1975379 Edm = 0.0126051 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297248.1395968 Edm = 0.0563805 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297246.7524775 Edm = 0.867735 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297246.1841796 Edm = 0.222651 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297245.9971837 Edm = 0.0204408 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297245.9837033 Edm = 0.00133296 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297245.9825941 Edm = 0.000108716 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297245.9815884 Edm = 0.000782991 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297245.875148 Edm = 0.109809 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297245.8138121 Edm = 0.0594044 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297245.7745457 Edm = 0.0367309 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297242.9280539 Edm = 2.09572 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297242.7793877 Edm = 0.299572 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297239.7462748 Edm = 0.94769 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297239.4634622 Edm = 0.308833 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297239.2459884 Edm = 0.0428336 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 297239.1450497 Edm = 0.0658877 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297238.9529223 Edm = 0.12154 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297238.8634814 Edm = 0.0410264 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297238.8170943 Edm = 0.0221753 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297238.7967133 Edm = 0.0111394 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297238.7838975 Edm = 0.00399421 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297238.779868 Edm = 0.000624318 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297238.7792046 Edm = 6.12622e-05 NCalls = 352 -VariableMetric: After Hessian - FCN = 297238.7792046 Edm = 1150.52 NCalls = 831 -VariableMetric: Iteration # 112 - FCN = 297238.7792046 Edm = 1150.52 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297237.7459819 Edm = 2509.6 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297237.2371406 Edm = 1.11033 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297236.952418 Edm = 0.500801 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297236.8470539 Edm = 0.354506 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297236.5897128 Edm = 0.172332 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297236.4619415 Edm = 0.166266 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297236.3025221 Edm = 0.0459554 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297236.259904 Edm = 0.0255274 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297236.236071 Edm = 0.0147985 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297236.2227877 Edm = 0.00595932 NCalls = 853 -VariableMetric: Iteration # 123 - FCN = 297236.2125743 Edm = 0.00657352 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297236.2034716 Edm = 0.00681948 NCalls = 857 -VariableMetric: Iteration # 125 - FCN = 297236.1828126 Edm = 0.0186678 NCalls = 860 -VariableMetric: Iteration # 126 - FCN = 297236.1290478 Edm = 0.0281019 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297236.0754402 Edm = 0.0332758 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297236.0042549 Edm = 0.0295387 NCalls = 868 -VariableMetric: Iteration # 129 - FCN = 297235.9488262 Edm = 0.0232829 NCalls = 870 -VariableMetric: Iteration # 130 - FCN = 297235.9008555 Edm = 0.0413567 NCalls = 873 -VariableMetric: Iteration # 131 - FCN = 297235.8297921 Edm = 0.0264711 NCalls = 875 -VariableMetric: Iteration # 132 - FCN = 297235.7758303 Edm = 0.0256869 NCalls = 877 -VariableMetric: Iteration # 133 - FCN = 297235.7268951 Edm = 0.019669 NCalls = 879 -VariableMetric: Iteration # 134 - FCN = 297235.6759513 Edm = 0.02448 NCalls = 881 -VariableMetric: Iteration # 135 - FCN = 297235.6326578 Edm = 0.0252778 NCalls = 884 -VariableMetric: Iteration # 136 - FCN = 297235.5949232 Edm = 0.0270347 NCalls = 886 -VariableMetric: Iteration # 137 - FCN = 297235.5293328 Edm = 0.0644079 NCalls = 890 -VariableMetric: Iteration # 138 - FCN = 297235.2969482 Edm = 0.160662 NCalls = 894 -VariableMetric: Iteration # 139 - FCN = 297235.0567638 Edm = 0.231244 NCalls = 898 -VariableMetric: Iteration # 140 - FCN = 297234.5872832 Edm = 0.355537 NCalls = 900 -VariableMetric: Iteration # 141 - FCN = 297234.3839298 Edm = 0.368746 NCalls = 902 -VariableMetric: Iteration # 142 - FCN = 297234.0075277 Edm = 0.0874507 NCalls = 905 -VariableMetric: Iteration # 143 - FCN = 297233.8849184 Edm = 0.0325001 NCalls = 907 -VariableMetric: Iteration # 144 - FCN = 297233.8371515 Edm = 0.0144197 NCalls = 909 -VariableMetric: Iteration # 145 - FCN = 297233.8217052 Edm = 0.0051812 NCalls = 911 -VariableMetric: Iteration # 146 - FCN = 297233.8156285 Edm = 0.00206448 NCalls = 913 -VariableMetric: Iteration # 147 - FCN = 297233.8120715 Edm = 0.000774933 NCalls = 915 -VariableMetric: Iteration # 148 - FCN = 297233.8105392 Edm = 0.000278988 NCalls = 917 -VariableMetric: Iteration # 149 - FCN = 297233.8100684 Edm = 8.93908e-05 NCalls = 919 -VariableMetric: Iteration # 150 - FCN = 297233.8099165 Edm = 1.28457e-05 NCalls = 921 -VariableMetric: After Hessian - FCN = 297233.8099165 Edm = 1.40063e-05 NCalls = 1416 -VariableMetric: Iteration # 151 - FCN = 297233.8099165 Edm = 1.40063e-05 NCalls = 1416 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331414.1726713 Edm = 750.352 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331414.1726713 Edm = 750.352 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 324617.2126138 Edm = 179.18 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 324241.4908601 Edm = 517.463 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 321990.9739089 Edm = 407.164 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 320279.0455223 Edm = 358.62 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 307929.652323 Edm = 27.3642 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 307863.9269931 Edm = 60.6285 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299422.8367781 Edm = 360.434 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298559.3724543 Edm = 18.1524 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298528.397371 Edm = 90.123 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298427.2788205 Edm = 49.0587 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297805.9840171 Edm = 136.707 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297676.6575271 Edm = 7.46122 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297667.0063067 Edm = 1.52303 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297630.9174762 Edm = 7.75249 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297603.6506422 Edm = 2.73592 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297598.6500333 Edm = 0.322533 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297597.1843353 Edm = 0.761471 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297568.6889808 Edm = 21.9043 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297460.6399716 Edm = 174.198 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297371.2948588 Edm = 30.6074 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297333.6786451 Edm = 13.7294 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297327.5471098 Edm = 1.20498 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297321.0275406 Edm = 3.722 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297318.1734193 Edm = 4.7358 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297305.0923242 Edm = 0.902551 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297304.1896324 Edm = 0.09671 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297304.1374027 Edm = 0.0493546 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297303.7668186 Edm = 0.0907441 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297303.6293971 Edm = 0.0590294 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297303.4987087 Edm = 0.133557 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297302.3975026 Edm = 0.754256 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297301.020357 Edm = 2.12129 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297293.2763729 Edm = 6.26586 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297287.9380921 Edm = 8.00296 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297277.8075057 Edm = 38.9514 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297252.8913451 Edm = 14.6702 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297188.5017569 Edm = 26.0565 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297163.2876883 Edm = 3.0733 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297159.1853495 Edm = 0.346235 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297158.7907254 Edm = 0.0813913 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297158.6549883 Edm = 0.0602524 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297158.3128051 Edm = 0.0689954 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297158.1059927 Edm = 0.0743383 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297157.9086819 Edm = 0.160486 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297155.4419438 Edm = 2.27142 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297130.0846248 Edm = 3.86863 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297125.9918961 Edm = 3.7959 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297124.4560054 Edm = 0.791417 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297121.3259685 Edm = 1.50051 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297118.0603398 Edm = 0.756535 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297117.0752876 Edm = 0.807626 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297115.0228206 Edm = 5.84725 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297114.8988503 Edm = 0.366496 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297114.4985541 Edm = 0.360042 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297109.1308461 Edm = 17.4712 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297108.8242272 Edm = 0.287726 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297107.5483193 Edm = 1.53784 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297094.0441698 Edm = 9.39157 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297079.8554521 Edm = 6.47853 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297070.5599685 Edm = 3.36397 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297065.8651481 Edm = 2.09523 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297064.0571246 Edm = 0.178313 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297063.9172447 Edm = 0.00475658 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297063.9084575 Edm = 0.00516049 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297063.747774 Edm = 0.163841 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297063.3192515 Edm = 0.353234 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297061.5889485 Edm = 1.0854 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297060.7853155 Edm = 0.595138 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297057.3623479 Edm = 2.9339 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297051.4114788 Edm = 0.910747 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297049.2077225 Edm = 1.88775 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297047.2962474 Edm = 3.08169 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297034.4006906 Edm = 3.62296 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297030.0708039 Edm = 11.1864 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297028.4922027 Edm = 0.207324 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297028.2240249 Edm = 0.0958755 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297028.0250155 Edm = 0.106831 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297027.7760314 Edm = 0.0476016 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297027.7082091 Edm = 0.0424839 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297027.681504 Edm = 0.0102136 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297027.6590967 Edm = 0.0042154 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297027.651789 Edm = 0.00448821 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297027.6070424 Edm = 0.0365142 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297027.289176 Edm = 0.379378 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297026.620353 Edm = 0.678927 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297024.0149068 Edm = 1.09992 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297023.1132463 Edm = 1.99848 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297022.4424741 Edm = 0.460133 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297021.0601569 Edm = 1.28003 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297017.3286732 Edm = 2.03214 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297013.7642043 Edm = 1.01792 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297013.5657924 Edm = 0.822424 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297013.1206346 Edm = 0.0278809 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297013.0900911 Edm = 0.0168378 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297012.9935444 Edm = 0.0249406 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297012.9599478 Edm = 0.0161704 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297012.9439007 Edm = 0.00433254 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297012.9321237 Edm = 0.00301397 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297012.9265896 Edm = 0.00434964 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297012.9206052 Edm = 0.00450694 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297012.8925891 Edm = 0.0201184 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297012.8625369 Edm = 0.0700115 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297012.7699103 Edm = 0.0555822 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297012.5649886 Edm = 0.473543 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297012.4035965 Edm = 0.187636 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297012.2414033 Edm = 0.131931 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297012.1003163 Edm = 0.147722 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297011.8357185 Edm = 0.129371 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297011.1786074 Edm = 0.61143 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297010.1018428 Edm = 0.78123 NCalls = 346 -VariableMetric: Iteration # 111 - FCN = 297009.0366273 Edm = 0.847143 NCalls = 348 -VariableMetric: Iteration # 112 - FCN = 297008.5504849 Edm = 0.0496377 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297008.4547888 Edm = 0.0414015 NCalls = 353 -VariableMetric: Iteration # 114 - FCN = 297008.4005909 Edm = 0.0578577 NCalls = 355 -VariableMetric: Iteration # 115 - FCN = 297008.3474248 Edm = 0.0127145 NCalls = 358 -VariableMetric: Iteration # 116 - FCN = 297008.3260209 Edm = 0.00456674 NCalls = 360 -VariableMetric: Iteration # 117 - FCN = 297008.3206998 Edm = 0.00342924 NCalls = 362 -VariableMetric: Iteration # 118 - FCN = 297008.3171373 Edm = 0.000401816 NCalls = 365 -VariableMetric: Iteration # 119 - FCN = 297008.3164567 Edm = 0.000136298 NCalls = 367 -VariableMetric: Iteration # 120 - FCN = 297008.3159748 Edm = 0.00046878 NCalls = 369 -VariableMetric: Iteration # 121 - FCN = 297008.3108823 Edm = 0.0040192 NCalls = 373 -VariableMetric: Iteration # 122 - FCN = 297008.2528392 Edm = 0.091973 NCalls = 377 -VariableMetric: Iteration # 123 - FCN = 297008.2352169 Edm = 0.0388376 NCalls = 380 -VariableMetric: Iteration # 124 - FCN = 297007.9207941 Edm = 0.279357 NCalls = 387 -VariableMetric: Iteration # 125 - FCN = 297006.8851102 Edm = 0.632937 NCalls = 392 -VariableMetric: Iteration # 126 - FCN = 297006.146922 Edm = 0.240974 NCalls = 394 -VariableMetric: Iteration # 127 - FCN = 297005.8440092 Edm = 0.0786499 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297005.740299 Edm = 0.0479885 NCalls = 400 -VariableMetric: Iteration # 129 - FCN = 297005.6728167 Edm = 0.0183038 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297005.6500117 Edm = 0.00317423 NCalls = 405 -VariableMetric: Iteration # 131 - FCN = 297005.6464334 Edm = 0.000232908 NCalls = 407 -VariableMetric: Iteration # 132 - FCN = 297005.6461957 Edm = 5.1212e-05 NCalls = 408 -VariableMetric: After Hessian - FCN = 297005.6461957 Edm = 8.78398 NCalls = 895 -VariableMetric: Iteration # 133 - FCN = 297005.6461957 Edm = 8.78398 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297004.7820264 Edm = 6.97259 NCalls = 897 -VariableMetric: Iteration # 135 - FCN = 297004.2155874 Edm = 4.12967 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297002.4828947 Edm = 0.879592 NCalls = 901 -VariableMetric: Iteration # 137 - FCN = 297000.9317964 Edm = 3.36504 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297000.8575055 Edm = 0.352383 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297000.4349893 Edm = 0.400279 NCalls = 912 -VariableMetric: Iteration # 140 - FCN = 297000.1674906 Edm = 0.388691 NCalls = 915 -VariableMetric: Iteration # 141 - FCN = 297000.0337318 Edm = 0.215446 NCalls = 917 -VariableMetric: Iteration # 142 - FCN = 296999.8844964 Edm = 0.0467053 NCalls = 920 -VariableMetric: Iteration # 143 - FCN = 296999.8019671 Edm = 0.058786 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 296999.6675471 Edm = 0.0837905 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 296999.5342532 Edm = 0.100155 NCalls = 928 -VariableMetric: Iteration # 146 - FCN = 296999.4678417 Edm = 0.0403677 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 296999.4298903 Edm = 0.0202633 NCalls = 934 -VariableMetric: Iteration # 148 - FCN = 296999.4074675 Edm = 0.00969051 NCalls = 936 -VariableMetric: Iteration # 149 - FCN = 296999.3857461 Edm = 0.0144705 NCalls = 939 -VariableMetric: Iteration # 150 - FCN = 296999.3704418 Edm = 0.0102481 NCalls = 941 -VariableMetric: Iteration # 151 - FCN = 296999.3535344 Edm = 0.00508851 NCalls = 944 -VariableMetric: Iteration # 152 - FCN = 296999.3458148 Edm = 0.00382178 NCalls = 946 -VariableMetric: Iteration # 153 - FCN = 296999.3422067 Edm = 0.00302398 NCalls = 949 -VariableMetric: Iteration # 154 - FCN = 296999.3366876 Edm = 0.0028372 NCalls = 952 -VariableMetric: Iteration # 155 - FCN = 296999.3257871 Edm = 0.00300844 NCalls = 954 -VariableMetric: Iteration # 156 - FCN = 296999.3194991 Edm = 0.00091988 NCalls = 956 -VariableMetric: Iteration # 157 - FCN = 296999.3184078 Edm = 0.000572671 NCalls = 958 -VariableMetric: Iteration # 158 - FCN = 296999.3179241 Edm = 0.000440265 NCalls = 960 -VariableMetric: Iteration # 159 - FCN = 296999.3168357 Edm = 0.000509882 NCalls = 963 -VariableMetric: Iteration # 160 - FCN = 296999.3160426 Edm = 0.000185942 NCalls = 965 -VariableMetric: Iteration # 161 - FCN = 296999.3156339 Edm = 9.62405e-05 NCalls = 967 -VariableMetric: Iteration # 162 - FCN = 296999.315488 Edm = 5.73317e-05 NCalls = 969 -VariableMetric: After Hessian - FCN = 296999.315488 Edm = 0.0184655 NCalls = 1466 -VariableMetric: Iteration # 163 - FCN = 296999.315488 Edm = 0.0184655 NCalls = 1466 -VariableMetric: Iteration # 164 - FCN = 296999.3151099 Edm = 0.000820868 NCalls = 1469 -VariableMetric: Iteration # 165 - FCN = 296999.3146509 Edm = 0.000231307 NCalls = 1471 -VariableMetric: Iteration # 166 - FCN = 296999.3141621 Edm = 0.000123398 NCalls = 1475 -VariableMetric: Iteration # 167 - FCN = 296999.3140367 Edm = 4.35647e-05 NCalls = 1476 -VariableMetric: Iteration # 168 - FCN = 296999.3139622 Edm = 3.1959e-05 NCalls = 1478 -VariableMetric: Iteration # 169 - FCN = 296999.3139148 Edm = 2.39684e-05 NCalls = 1480 -VariableMetric: After Hessian - FCN = 296999.3139148 Edm = 7.41237e-05 NCalls = 1971 -VariableMetric: Iteration # 170 - FCN = 296999.3139148 Edm = 7.41237e-05 NCalls = 1971 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324399.8366417 Edm = 40.8458 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324399.8366417 Edm = 40.8458 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 323063.7036496 Edm = 463.579 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 317622.8486396 Edm = 24534.7 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 315319.6155062 Edm = 308.712 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 314260.9709522 Edm = 455.613 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 313860.2830803 Edm = 995.214 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 312175.4805746 Edm = 878.917 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 309760.1788423 Edm = 1902.63 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 306260.1578926 Edm = 5.79045 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 305751.322676 Edm = 17.9159 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 305103.0120787 Edm = 241.207 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 304702.6579152 Edm = 14.4653 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 304591.4148095 Edm = 102.321 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 302993.0086483 Edm = 167.54 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 302658.4151493 Edm = 1215.01 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 302195.6633086 Edm = 216.475 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 300128.7584153 Edm = 13087.6 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 300116.078697 Edm = 121.931 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 299683.1999977 Edm = 1910.57 NCalls = 86 -VariableMetric: Iteration # 19 - FCN = 299053.2509809 Edm = 613.342 NCalls = 90 -VariableMetric: Iteration # 20 - FCN = 298040.6036889 Edm = 33.395 NCalls = 95 -VariableMetric: Iteration # 21 - FCN = 297988.5420668 Edm = 3.79059 NCalls = 97 -VariableMetric: Iteration # 22 - FCN = 297979.2087745 Edm = 2.0334 NCalls = 99 -VariableMetric: Iteration # 23 - FCN = 297974.2911478 Edm = 0.473382 NCalls = 102 -VariableMetric: Iteration # 24 - FCN = 297972.9689974 Edm = 0.369389 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297965.8465903 Edm = 4.6307 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297882.0107651 Edm = 10.3401 NCalls = 112 -VariableMetric: Iteration # 27 - FCN = 297867.9073783 Edm = 0.445761 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297867.2723323 Edm = 0.205979 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297863.5244617 Edm = 3.91964 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297851.8142304 Edm = 8.83771 NCalls = 126 -VariableMetric: Iteration # 31 - FCN = 297794.8454302 Edm = 2.45711 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297791.8506774 Edm = 0.162961 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297791.5178478 Edm = 0.114549 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297790.2718221 Edm = 1.12143 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297767.2249487 Edm = 23.4408 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297746.6985851 Edm = 19.2053 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297509.903944 Edm = 28.1972 NCalls = 152 -VariableMetric: Iteration # 38 - FCN = 297476.1493938 Edm = 7.72224 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297414.2965199 Edm = 53.111 NCalls = 157 -VariableMetric: Iteration # 40 - FCN = 297385.3333377 Edm = 16.1387 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297372.3660899 Edm = 1.54094 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297370.6690913 Edm = 0.18653 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297370.5004036 Edm = 0.0197641 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297370.4731359 Edm = 0.00540678 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297370.4138932 Edm = 0.0231624 NCalls = 171 -VariableMetric: Iteration # 46 - FCN = 297369.3983989 Edm = 0.885312 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297341.8126829 Edm = 5.27872 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297334.3851862 Edm = 3.38148 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297331.2948928 Edm = 1.18594 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297330.2759952 Edm = 0.327462 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297329.9527269 Edm = 0.0157664 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297329.9316722 Edm = 0.00316398 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297329.9178573 Edm = 0.00657379 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297329.8268072 Edm = 0.0843792 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297328.5515283 Edm = 1.10564 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297303.6055633 Edm = 4.29294 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297298.2889044 Edm = 2.00768 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297295.9231027 Edm = 0.625871 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297295.4359009 Edm = 0.117032 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297295.3293246 Edm = 0.00901663 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297295.317647 Edm = 0.0051124 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297295.3093254 Edm = 0.00225884 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297295.3041442 Edm = 0.00343331 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297295.2414194 Edm = 0.051367 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297289.4929014 Edm = 5.7719 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297261.9674493 Edm = 12.0181 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297248.7563948 Edm = 2.11408 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297246.8262739 Edm = 0.128603 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297246.7102745 Edm = 0.0234504 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297246.6916209 Edm = 0.00269143 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297246.6863414 Edm = 0.00270896 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297246.6584002 Edm = 0.0279233 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297245.6220014 Edm = 0.894003 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297213.1766031 Edm = 7.37336 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297206.3845545 Edm = 1.52199 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297204.142883 Edm = 1.10727 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297202.6722171 Edm = 0.37046 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297202.3031699 Edm = 0.0214621 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297202.2827913 Edm = 0.00213704 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297202.2796092 Edm = 0.00132896 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297202.265863 Edm = 0.00787306 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297202.2361743 Edm = 0.0228896 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297201.4134813 Edm = 0.742362 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297186.2121256 Edm = 5.65206 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297178.8572258 Edm = 2.15903 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297177.1150959 Edm = 0.105364 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297176.9959842 Edm = 0.00857462 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297176.988765 Edm = 0.00210327 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297176.9864512 Edm = 0.000346085 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297176.9850742 Edm = 0.000758879 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297176.965295 Edm = 0.0208875 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297176.8607185 Edm = 0.100811 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297173.4790328 Edm = 0.509696 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297172.8703646 Edm = 0.0222745 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297172.8483962 Edm = 0.00153566 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297172.8462896 Edm = 0.000218608 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297172.8453392 Edm = 0.000591088 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297172.8326559 Edm = 0.0125077 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297172.7600297 Edm = 0.0572172 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297172.010495 Edm = 0.586257 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297169.7987579 Edm = 1.25612 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297167.0451868 Edm = 0.153014 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297166.9051418 Edm = 0.00511445 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297166.9008539 Edm = 0.000735374 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297166.9001765 Edm = 0.000189636 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297166.8997803 Edm = 0.000210762 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297166.8982782 Edm = 0.00144624 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297166.8694477 Edm = 0.0259726 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297165.5056074 Edm = 0.775922 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297163.7722466 Edm = 0.0516669 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297163.7122282 Edm = 0.00142204 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297163.7105532 Edm = 0.000281694 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297163.7100463 Edm = 0.00023077 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297163.7089974 Edm = 0.00082755 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297163.6949505 Edm = 0.0137252 NCalls = 373 -VariableMetric: Iteration # 116 - FCN = 297163.003613 Edm = 0.391491 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297161.9760895 Edm = 0.0590846 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297161.9066514 Edm = 0.00398917 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297161.9015075 Edm = 0.000131156 NCalls = 384 -VariableMetric: Iteration # 120 - FCN = 297161.901344 Edm = 4.41837e-05 NCalls = 386 -VariableMetric: After Hessian - FCN = 297161.901344 Edm = 1.94157 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297161.901344 Edm = 1.94157 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297159.4355848 Edm = 0.657307 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297159.343558 Edm = 0.218497 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297159.0155692 Edm = 0.0878862 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297158.9362691 Edm = 0.0149635 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297158.9168119 Edm = 0.00258308 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297158.9140444 Edm = 0.000422998 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297158.9133616 Edm = 0.000141748 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297158.9131601 Edm = 1.07244e-05 NCalls = 884 -VariableMetric: After Hessian - FCN = 297158.9131601 Edm = 1.45846e-05 NCalls = 1373 -VariableMetric: Iteration # 130 - FCN = 297158.9131601 Edm = 1.45846e-05 NCalls = 1373 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312655.7828904 Edm = 16.2347 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312655.7828904 Edm = 16.2347 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309140.6697446 Edm = 50.0319 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 308840.9936572 Edm = 488.308 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301863.5217285 Edm = 138.961 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298682.4055407 Edm = 58.95 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298640.6300521 Edm = 58.4461 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297715.8128749 Edm = 11.8498 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297705.9154082 Edm = 14.8949 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297695.0302267 Edm = 0.22441 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297693.867492 Edm = 0.898678 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297667.248728 Edm = 22.7672 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297605.1748556 Edm = 3.83911 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297601.1113902 Edm = 0.0624011 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297600.8509591 Edm = 0.207273 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297523.210365 Edm = 7.3568 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297417.9348869 Edm = 12.4171 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297389.2304071 Edm = 0.113163 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297389.1283008 Edm = 0.00942854 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297389.0748392 Edm = 0.0497584 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297380.2511811 Edm = 5.04677 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297346.8925901 Edm = 5.17125 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297340.1609253 Edm = 0.2602 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297339.6823298 Edm = 0.0109497 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297339.6681015 Edm = 0.00206749 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297339.6561305 Edm = 0.0100473 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297338.3574684 Edm = 1.09988 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297322.5588473 Edm = 4.7883 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297318.2968209 Edm = 0.535078 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297317.6798418 Edm = 0.00946871 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297317.6685964 Edm = 0.000434653 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297317.6646132 Edm = 0.00287907 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297317.608064 Edm = 0.0439329 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297316.0763395 Edm = 1.25777 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297311.1082701 Edm = 0.212302 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297310.8269079 Edm = 0.0223539 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297310.7950683 Edm = 0.00150981 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297310.7935027 Edm = 0.000125482 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297310.7914944 Edm = 0.00192783 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297310.582746 Edm = 0.0174784 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297309.5595847 Edm = 0.374227 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297309.0448231 Edm = 0.10712 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297308.9081615 Edm = 0.00634684 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297308.9021969 Edm = 0.00076891 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297308.9013354 Edm = 3.83206e-05 NCalls = 139 -VariableMetric: After Hessian - FCN = 297308.9013354 Edm = 29886.7 NCalls = 614 -VariableMetric: Iteration # 44 - FCN = 297308.9013354 Edm = 29886.7 NCalls = 614 -VariableMetric: Iteration # 45 - FCN = 297302.5361519 Edm = 5148.44 NCalls = 623 -VariableMetric: Iteration # 46 - FCN = 297302.1468867 Edm = 0.163665 NCalls = 625 -VariableMetric: Iteration # 47 - FCN = 297300.3140967 Edm = 0.433482 NCalls = 629 -VariableMetric: Iteration # 48 - FCN = 297298.2735624 Edm = 0.475513 NCalls = 633 -VariableMetric: Iteration # 49 - FCN = 297295.2813009 Edm = 1.07182 NCalls = 637 -VariableMetric: Iteration # 50 - FCN = 297293.5243615 Edm = 1.96343 NCalls = 640 -VariableMetric: Iteration # 51 - FCN = 297291.251637 Edm = 2.32143 NCalls = 643 -VariableMetric: Iteration # 52 - FCN = 297286.3022057 Edm = 1.37372 NCalls = 647 -VariableMetric: Iteration # 53 - FCN = 297285.1641047 Edm = 0.859626 NCalls = 649 -VariableMetric: Iteration # 54 - FCN = 297283.1634266 Edm = 1.42925 NCalls = 652 -VariableMetric: Iteration # 55 - FCN = 297280.8956137 Edm = 2.42315 NCalls = 655 -VariableMetric: Iteration # 56 - FCN = 297278.8887376 Edm = 1.05887 NCalls = 658 -VariableMetric: Iteration # 57 - FCN = 297276.0643474 Edm = 3.51076 NCalls = 660 -VariableMetric: Iteration # 58 - FCN = 297271.1052483 Edm = 3.04346 NCalls = 663 -VariableMetric: Iteration # 59 - FCN = 297268.3850359 Edm = 2.08693 NCalls = 666 -VariableMetric: Iteration # 60 - FCN = 297267.3059641 Edm = 0.78482 NCalls = 668 -VariableMetric: Iteration # 61 - FCN = 297266.8100103 Edm = 0.468369 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297265.9435345 Edm = 0.371218 NCalls = 672 -VariableMetric: Iteration # 63 - FCN = 297265.4421607 Edm = 0.123592 NCalls = 674 -VariableMetric: Iteration # 64 - FCN = 297265.2241367 Edm = 0.108741 NCalls = 676 -VariableMetric: Iteration # 65 - FCN = 297264.8770068 Edm = 0.065583 NCalls = 679 -VariableMetric: Iteration # 66 - FCN = 297264.774749 Edm = 0.0391121 NCalls = 681 -VariableMetric: Iteration # 67 - FCN = 297264.5657959 Edm = 0.0718981 NCalls = 684 -VariableMetric: Iteration # 68 - FCN = 297264.4433716 Edm = 0.0529769 NCalls = 686 -VariableMetric: Iteration # 69 - FCN = 297264.1888966 Edm = 0.146277 NCalls = 689 -VariableMetric: Iteration # 70 - FCN = 297263.9363228 Edm = 0.0737986 NCalls = 691 -VariableMetric: Iteration # 71 - FCN = 297263.7908152 Edm = 0.143417 NCalls = 694 -VariableMetric: Iteration # 72 - FCN = 297263.5291277 Edm = 0.12001 NCalls = 697 -VariableMetric: Iteration # 73 - FCN = 297263.1918226 Edm = 0.107207 NCalls = 699 -VariableMetric: Iteration # 74 - FCN = 297262.8604718 Edm = 0.117033 NCalls = 701 -VariableMetric: Iteration # 75 - FCN = 297262.7355941 Edm = 0.0890144 NCalls = 702 -VariableMetric: Iteration # 76 - FCN = 297262.6147017 Edm = 0.0400845 NCalls = 704 -VariableMetric: Iteration # 77 - FCN = 297262.4994965 Edm = 0.059006 NCalls = 706 -VariableMetric: Iteration # 78 - FCN = 297262.3273447 Edm = 0.0689121 NCalls = 708 -VariableMetric: Iteration # 79 - FCN = 297262.1586201 Edm = 0.0564909 NCalls = 710 -VariableMetric: Iteration # 80 - FCN = 297262.0812556 Edm = 0.075744 NCalls = 712 -VariableMetric: Iteration # 81 - FCN = 297262.0317751 Edm = 0.0212556 NCalls = 714 -VariableMetric: Iteration # 82 - FCN = 297261.9934063 Edm = 0.0210794 NCalls = 717 -VariableMetric: Iteration # 83 - FCN = 297261.9127537 Edm = 0.034721 NCalls = 719 -VariableMetric: Iteration # 84 - FCN = 297261.8218784 Edm = 0.0164914 NCalls = 722 -VariableMetric: Iteration # 85 - FCN = 297261.7965942 Edm = 0.0185965 NCalls = 724 -VariableMetric: Iteration # 86 - FCN = 297261.7271456 Edm = 0.0697046 NCalls = 728 -VariableMetric: Iteration # 87 - FCN = 297261.6325243 Edm = 0.038057 NCalls = 732 -VariableMetric: Iteration # 88 - FCN = 297261.576434 Edm = 0.015883 NCalls = 734 -VariableMetric: Iteration # 89 - FCN = 297261.5467892 Edm = 0.0299509 NCalls = 736 -VariableMetric: Iteration # 90 - FCN = 297261.5067498 Edm = 0.0288656 NCalls = 739 -VariableMetric: Iteration # 91 - FCN = 297261.4389769 Edm = 0.0727705 NCalls = 742 -VariableMetric: Iteration # 92 - FCN = 297261.3139869 Edm = 0.150585 NCalls = 747 -VariableMetric: Iteration # 93 - FCN = 297261.2993898 Edm = 0.0353297 NCalls = 750 -VariableMetric: Iteration # 94 - FCN = 297261.1400462 Edm = 0.298631 NCalls = 754 -VariableMetric: Iteration # 95 - FCN = 297260.7829224 Edm = 0.269216 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297259.819382 Edm = 0.654244 NCalls = 764 -VariableMetric: Iteration # 97 - FCN = 297259.4933628 Edm = 0.421203 NCalls = 766 -VariableMetric: Iteration # 98 - FCN = 297259.1860904 Edm = 0.444851 NCalls = 769 -VariableMetric: Iteration # 99 - FCN = 297258.8525587 Edm = 0.342186 NCalls = 772 -VariableMetric: Iteration # 100 - FCN = 297258.1185463 Edm = 0.338539 NCalls = 776 -VariableMetric: Iteration # 101 - FCN = 297257.476001 Edm = 0.540124 NCalls = 779 -VariableMetric: Iteration # 102 - FCN = 297257.2370736 Edm = 0.867417 NCalls = 782 -VariableMetric: Iteration # 103 - FCN = 297256.9060445 Edm = 1.37906 NCalls = 785 -VariableMetric: Iteration # 104 - FCN = 297256.0211332 Edm = 0.748162 NCalls = 789 -VariableMetric: Iteration # 105 - FCN = 297255.7247048 Edm = 0.263343 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297255.3248274 Edm = 0.253414 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297254.6546895 Edm = 0.811221 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297253.9151378 Edm = 0.329053 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297253.5152923 Edm = 0.235739 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297253.2393434 Edm = 0.272871 NCalls = 807 -VariableMetric: Iteration # 111 - FCN = 297253.0485295 Edm = 0.263207 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297252.7472458 Edm = 0.0996791 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297252.5872994 Edm = 0.127506 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297252.3210732 Edm = 0.176419 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297251.9529068 Edm = 0.234678 NCalls = 822 -VariableMetric: Iteration # 116 - FCN = 297251.6577332 Edm = 0.135104 NCalls = 824 -VariableMetric: Iteration # 117 - FCN = 297251.5300422 Edm = 0.12616 NCalls = 827 -VariableMetric: Iteration # 118 - FCN = 297251.3881301 Edm = 0.124409 NCalls = 829 -VariableMetric: Iteration # 119 - FCN = 297251.0976002 Edm = 0.173576 NCalls = 833 -VariableMetric: Iteration # 120 - FCN = 297250.9418849 Edm = 0.0779121 NCalls = 835 -VariableMetric: Iteration # 121 - FCN = 297250.8373569 Edm = 0.0732376 NCalls = 838 -VariableMetric: Iteration # 122 - FCN = 297250.6987255 Edm = 0.107948 NCalls = 840 -VariableMetric: Iteration # 123 - FCN = 297250.4815091 Edm = 0.155055 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297250.3752475 Edm = 0.148788 NCalls = 849 -VariableMetric: Iteration # 125 - FCN = 297250.2449413 Edm = 0.0715902 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297250.0755416 Edm = 0.0676672 NCalls = 856 -VariableMetric: Iteration # 127 - FCN = 297250.0224226 Edm = 0.0471808 NCalls = 858 -VariableMetric: Iteration # 128 - FCN = 297249.9795992 Edm = 0.0130897 NCalls = 861 -VariableMetric: Iteration # 129 - FCN = 297249.9568756 Edm = 0.00699145 NCalls = 863 -VariableMetric: Iteration # 130 - FCN = 297249.9375463 Edm = 0.00523084 NCalls = 865 -VariableMetric: Iteration # 131 - FCN = 297249.9279541 Edm = 0.007975 NCalls = 868 -VariableMetric: Iteration # 132 - FCN = 297249.9156609 Edm = 0.00690007 NCalls = 870 -VariableMetric: Iteration # 133 - FCN = 297249.8980584 Edm = 0.0040921 NCalls = 873 -VariableMetric: Iteration # 134 - FCN = 297249.8905242 Edm = 0.00145319 NCalls = 875 -VariableMetric: Iteration # 135 - FCN = 297249.8870122 Edm = 0.00147445 NCalls = 877 -VariableMetric: Iteration # 136 - FCN = 297249.8773432 Edm = 0.00444619 NCalls = 880 -VariableMetric: Iteration # 137 - FCN = 297249.8615125 Edm = 0.00606569 NCalls = 882 -VariableMetric: Iteration # 138 - FCN = 297249.8484625 Edm = 0.0013283 NCalls = 884 -VariableMetric: Iteration # 139 - FCN = 297249.8466885 Edm = 0.00021247 NCalls = 886 -VariableMetric: Iteration # 140 - FCN = 297249.8461504 Edm = 0.000320298 NCalls = 888 -VariableMetric: Iteration # 141 - FCN = 297249.8425549 Edm = 0.00256197 NCalls = 891 -VariableMetric: Iteration # 142 - FCN = 297249.8341759 Edm = 0.000695254 NCalls = 893 -VariableMetric: Iteration # 143 - FCN = 297249.8332761 Edm = 0.000294398 NCalls = 895 -VariableMetric: Iteration # 144 - FCN = 297249.8323525 Edm = 0.000762867 NCalls = 897 -VariableMetric: Iteration # 145 - FCN = 297249.8233411 Edm = 0.00653962 NCalls = 902 -VariableMetric: Iteration # 146 - FCN = 297249.7974721 Edm = 0.0209707 NCalls = 905 -VariableMetric: Iteration # 147 - FCN = 297249.7665252 Edm = 0.0152908 NCalls = 908 -VariableMetric: Iteration # 148 - FCN = 297249.7420025 Edm = 0.0249121 NCalls = 911 -VariableMetric: Iteration # 149 - FCN = 297249.7342435 Edm = 0.0068033 NCalls = 913 -VariableMetric: Iteration # 150 - FCN = 297249.7264172 Edm = 0.00454583 NCalls = 915 -VariableMetric: Iteration # 151 - FCN = 297249.7181514 Edm = 0.00274193 NCalls = 919 -VariableMetric: Iteration # 152 - FCN = 297249.7135854 Edm = 0.00169767 NCalls = 921 -VariableMetric: Iteration # 153 - FCN = 297249.711741 Edm = 0.000294538 NCalls = 924 -VariableMetric: Iteration # 154 - FCN = 297249.7114758 Edm = 2.66184e-05 NCalls = 926 -VariableMetric: After Hessian - FCN = 297249.7114758 Edm = 4.099e-05 NCalls = 1409 -VariableMetric: Iteration # 155 - FCN = 297249.7114758 Edm = 4.099e-05 NCalls = 1409 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302550.6382084 Edm = 19.4615 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302550.6382084 Edm = 19.4615 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298485.1617532 Edm = 1.04901 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298483.4805954 Edm = 1.17572 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297949.8371182 Edm = 195.785 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297757.0682954 Edm = 4.88721 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297751.5348598 Edm = 0.101732 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297751.2960969 Edm = 0.111756 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297712.9235703 Edm = 20.2716 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297674.2217269 Edm = 0.237449 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297673.94867 Edm = 0.0750964 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297672.2424109 Edm = 1.76538 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297596.3271752 Edm = 18.8796 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297535.6363865 Edm = 25.3778 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297494.9160665 Edm = 3.12154 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297488.1026174 Edm = 1.68028 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297486.4921474 Edm = 0.510692 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297486.0258524 Edm = 0.0376409 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297485.7668157 Edm = 0.181658 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297443.2682329 Edm = 22.631 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297419.5140553 Edm = 14.307 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297409.0630615 Edm = 1.50472 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297406.2634729 Edm = 0.21603 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297405.9233218 Edm = 0.0466206 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297405.82706 Edm = 0.0252567 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297405.5883207 Edm = 0.178882 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297400.4955608 Edm = 3.16377 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297393.6875106 Edm = 14.9701 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297374.0152568 Edm = 52.7224 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297347.2304314 Edm = 6.05182 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297345.2199548 Edm = 1.23085 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297344.2574684 Edm = 1.10605 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297343.3882285 Edm = 0.129358 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297343.2509733 Edm = 0.00490029 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297343.243774 Edm = 0.00289283 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297343.1467094 Edm = 0.100191 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297339.7603293 Edm = 0.113351 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297331.721448 Edm = 2.40535 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297328.4647026 Edm = 1.87804 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297326.5504176 Edm = 1.60522 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297324.573523 Edm = 0.745241 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297323.664048 Edm = 0.244986 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297323.3129752 Edm = 0.128618 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297323.2323721 Edm = 0.0167582 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297323.2061934 Edm = 0.00500418 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297323.1838388 Edm = 0.0181265 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297321.4803294 Edm = 1.85272 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297320.59285 Edm = 0.978937 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297320.5605812 Edm = 0.0203057 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297320.3604612 Edm = 0.173575 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297318.4703396 Edm = 2.68096 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297315.7654886 Edm = 6.85627 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297314.3427942 Edm = 1.40828 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297290.448135 Edm = 26.0328 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297263.9852506 Edm = 11.6037 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297253.4468403 Edm = 0.685906 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297252.7599609 Edm = 0.0669176 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297252.6709192 Edm = 0.013272 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297252.6268998 Edm = 0.0104879 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297252.5887386 Edm = 0.0151734 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297252.3429167 Edm = 0.068987 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297252.1982355 Edm = 0.0875794 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297250.9647298 Edm = 1.00092 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297246.0347434 Edm = 4.4566 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297238.9422178 Edm = 5.54241 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297216.1019504 Edm = 2.84316 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297212.2679691 Edm = 4.46567 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297211.0169266 Edm = 0.316699 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297210.7345727 Edm = 0.0491699 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297210.6231842 Edm = 0.0608895 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297210.0736151 Edm = 0.347353 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297209.4124082 Edm = 1.69144 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297207.6842678 Edm = 1.24478 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297207.1072628 Edm = 0.505657 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297206.6701257 Edm = 0.0268075 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297206.6365716 Edm = 0.00391539 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297206.62557 Edm = 0.00602402 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297206.5543395 Edm = 0.0896733 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297206.2820408 Edm = 0.222359 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297194.1895523 Edm = 2.1534 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297190.8483014 Edm = 3.2033 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297188.5767801 Edm = 0.604512 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297187.7907903 Edm = 0.69438 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297187.3669648 Edm = 0.280311 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297186.4898962 Edm = 0.345474 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297185.8518418 Edm = 0.212858 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297185.6215373 Edm = 0.33572 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297185.4033073 Edm = 0.037154 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297185.3569442 Edm = 0.00698508 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297185.349286 Edm = 0.000591533 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297185.3483804 Edm = 0.000329202 NCalls = 276 -VariableMetric: Iteration # 90 - FCN = 297185.3465947 Edm = 0.00216901 NCalls = 279 -VariableMetric: Iteration # 91 - FCN = 297185.3103341 Edm = 0.0304337 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297184.6480047 Edm = 0.665313 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297181.7131148 Edm = 0.918513 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297180.9194827 Edm = 1.1225 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297180.2612114 Edm = 0.170792 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297179.8372891 Edm = 0.137312 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297179.657689 Edm = 0.250431 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297179.4049559 Edm = 0.127445 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297179.2607744 Edm = 0.167697 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297179.1525219 Edm = 0.0378297 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297179.0973681 Edm = 0.0124747 NCalls = 312 -VariableMetric: Iteration # 102 - FCN = 297179.0829105 Edm = 0.00138062 NCalls = 314 -VariableMetric: Iteration # 103 - FCN = 297179.0814549 Edm = 0.000122449 NCalls = 315 -VariableMetric: Iteration # 104 - FCN = 297179.0812266 Edm = 0.000157833 NCalls = 317 -VariableMetric: Iteration # 105 - FCN = 297179.0793585 Edm = 0.00194283 NCalls = 321 -VariableMetric: Iteration # 106 - FCN = 297178.9890695 Edm = 0.041052 NCalls = 328 -VariableMetric: Iteration # 107 - FCN = 297178.9739261 Edm = 7.57081e-05 NCalls = 329 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309672.0075928 Edm = 19.0922 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309672.0075928 Edm = 19.0922 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299975.745945 Edm = 14.0798 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299811.9230391 Edm = 12.1659 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298308.3760311 Edm = 230.034 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298204.4652491 Edm = 100.538 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298002.9669932 Edm = 24.9789 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297990.0880828 Edm = 10.224 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297967.0359019 Edm = 6.69096 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297960.5934829 Edm = 2.36866 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297959.9106873 Edm = 0.250858 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297957.2092561 Edm = 3.58813 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297916.8474073 Edm = 31.1973 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297817.1048318 Edm = 40.7098 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297769.0793048 Edm = 4.55114 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297752.1241808 Edm = 0.172784 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297751.9701291 Edm = 0.121926 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297751.8629433 Edm = 0.0701135 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297751.4586644 Edm = 0.397599 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297744.3779568 Edm = 4.12394 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297725.9370931 Edm = 0.773227 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297724.6550219 Edm = 0.246005 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297723.9225773 Edm = 0.105404 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297723.6431347 Edm = 0.0753532 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297723.4701297 Edm = 0.106751 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297722.0764031 Edm = 3.46508 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297721.8853897 Edm = 0.437998 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297721.7651333 Edm = 0.091927 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297720.7269433 Edm = 1.1315 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297720.5219917 Edm = 0.539588 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297719.6678346 Edm = 0.699475 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297678.4352672 Edm = 17.916 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297668.0511571 Edm = 4.59854 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297662.1234497 Edm = 1.77003 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297658.8471137 Edm = 0.585027 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297653.7246809 Edm = 5.40752 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297617.598092 Edm = 2.92407 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297613.2962 Edm = 11.4473 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297606.723372 Edm = 3.13114 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297602.3840153 Edm = 1.36661 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297600.5071493 Edm = 0.332049 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297600.2112254 Edm = 0.23132 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297600.0238999 Edm = 0.036914 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297599.9482709 Edm = 0.0587384 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297594.918358 Edm = 5.39479 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297594.5318446 Edm = 0.455369 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297592.70485 Edm = 2.45283 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297588.6844132 Edm = 3.48734 NCalls = 176 -VariableMetric: Iteration # 47 - FCN = 297550.0146239 Edm = 2.94568 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297548.6632548 Edm = 0.208008 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297548.4821343 Edm = 0.0163136 NCalls = 183 -VariableMetric: Iteration # 50 - FCN = 297548.4446155 Edm = 0.0091093 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297548.4025033 Edm = 0.0303709 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297547.0594041 Edm = 1.08474 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297528.8689648 Edm = 11.6622 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297501.9580695 Edm = 1.66014 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297499.5824414 Edm = 0.275113 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297499.2225412 Edm = 0.0329583 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297499.1874632 Edm = 0.0012497 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297499.1848124 Edm = 0.00124193 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297499.087084 Edm = 0.121102 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297499.0333547 Edm = 0.0504578 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297493.2519623 Edm = 1.79561 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297491.3106953 Edm = 0.191248 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297491.1392728 Edm = 0.0693206 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297491.0562847 Edm = 0.0118267 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297491.0386578 Edm = 0.00104866 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297491.0352482 Edm = 0.00211138 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297490.9387521 Edm = 0.075706 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297489.1247171 Edm = 1.30309 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297484.7533746 Edm = 0.38427 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297484.5147611 Edm = 0.0635098 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297484.4697584 Edm = 0.00532967 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297484.4632103 Edm = 0.000946558 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297484.4614465 Edm = 0.000324211 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297484.4605366 Edm = 0.000496128 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297484.4491105 Edm = 0.0118169 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297484.2265163 Edm = 0.200846 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297480.8869135 Edm = 0.702946 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297480.1467365 Edm = 0.0507541 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297480.0949986 Edm = 0.00275949 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297480.092409 Edm = 0.000149559 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297480.0921652 Edm = 0.000114148 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297480.0879947 Edm = 0.0038395 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297479.5140252 Edm = 0.56842 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297476.408514 Edm = 0.8059 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297475.583926 Edm = 0.243762 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297475.3078304 Edm = 0.175317 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297474.8979916 Edm = 0.321287 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297472.0048347 Edm = 4.99616 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297471.9437885 Edm = 0.406532 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297470.8612428 Edm = 1.38302 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297467.8045741 Edm = 3.09174 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297464.8126787 Edm = 2.2457 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297463.7398414 Edm = 0.807152 NCalls = 320 -VariableMetric: Iteration # 94 - FCN = 297462.831799 Edm = 0.191577 NCalls = 322 -VariableMetric: Iteration # 95 - FCN = 297462.2964658 Edm = 0.445888 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297461.6026505 Edm = 0.439372 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297460.9046443 Edm = 0.215549 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297460.7669807 Edm = 0.0971259 NCalls = 333 -VariableMetric: Iteration # 99 - FCN = 297460.7089179 Edm = 0.0228555 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297460.6837936 Edm = 0.0041298 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297460.6791357 Edm = 0.000896245 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297460.6769609 Edm = 0.00190216 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297460.6044663 Edm = 0.0728995 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297460.5820012 Edm = 0.0221902 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297459.4954688 Edm = 0.0402197 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297459.4838841 Edm = 199636 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297459.3400802 Edm = 14746.1 NCalls = 369 -VariableMetric: Iteration # 108 - FCN = 297458.190525 Edm = 77667.1 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297455.9363924 Edm = 3611.17 NCalls = 379 -VariableMetric: Iteration # 110 - FCN = 297454.8245128 Edm = 815.329 NCalls = 383 -VariableMetric: Iteration # 111 - FCN = 297454.1836521 Edm = 2261.56 NCalls = 387 -VariableMetric: Iteration # 112 - FCN = 297453.4424253 Edm = 1493.78 NCalls = 391 -VariableMetric: Iteration # 113 - FCN = 297452.2027466 Edm = 464.048 NCalls = 394 -VariableMetric: Iteration # 114 - FCN = 297452.1621273 Edm = 1183.81 NCalls = 397 -VariableMetric: Iteration # 115 - FCN = 297451.9102771 Edm = 658.139 NCalls = 400 -VariableMetric: Iteration # 116 - FCN = 297451.4053541 Edm = 131.512 NCalls = 403 -VariableMetric: Iteration # 117 - FCN = 297450.7341284 Edm = 206.863 NCalls = 406 -VariableMetric: Iteration # 118 - FCN = 297450.0787083 Edm = 60.4562 NCalls = 409 -VariableMetric: Iteration # 119 - FCN = 297449.5324128 Edm = 295.233 NCalls = 411 -VariableMetric: Iteration # 120 - FCN = 297449.275187 Edm = 37.6536 NCalls = 414 -VariableMetric: Iteration # 121 - FCN = 297448.0895543 Edm = 24.8808 NCalls = 416 -VariableMetric: Iteration # 122 - FCN = 297447.4365589 Edm = 19.9711 NCalls = 418 -VariableMetric: Iteration # 123 - FCN = 297447.079942 Edm = 39.2316 NCalls = 420 -VariableMetric: Iteration # 124 - FCN = 297446.1932836 Edm = 13.3495 NCalls = 422 -VariableMetric: Iteration # 125 - FCN = 297445.4250515 Edm = 36.0669 NCalls = 424 -VariableMetric: Iteration # 126 - FCN = 297443.9616222 Edm = 19.0556 NCalls = 426 -VariableMetric: Iteration # 127 - FCN = 297442.9812087 Edm = 12.4906 NCalls = 428 -VariableMetric: Iteration # 128 - FCN = 297442.483121 Edm = 7.24336 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297441.6859289 Edm = 4.19726 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297441.3151999 Edm = 2.14091 NCalls = 434 -VariableMetric: Iteration # 131 - FCN = 297440.1035029 Edm = 0.798556 NCalls = 437 -VariableMetric: Iteration # 132 - FCN = 297439.7387474 Edm = 0.584406 NCalls = 439 -VariableMetric: Iteration # 133 - FCN = 297438.7684848 Edm = 1.492 NCalls = 442 -VariableMetric: Iteration # 134 - FCN = 297437.8594566 Edm = 1.1238 NCalls = 444 -VariableMetric: Iteration # 135 - FCN = 297436.7838857 Edm = 0.659939 NCalls = 447 -VariableMetric: Iteration # 136 - FCN = 297436.3219854 Edm = 0.42811 NCalls = 449 -VariableMetric: Iteration # 137 - FCN = 297435.9661628 Edm = 0.157088 NCalls = 451 -VariableMetric: Iteration # 138 - FCN = 297435.6733581 Edm = 0.0986302 NCalls = 453 -VariableMetric: Iteration # 139 - FCN = 297435.5480401 Edm = 0.0259491 NCalls = 455 -VariableMetric: Iteration # 140 - FCN = 297435.5084332 Edm = 0.0133588 NCalls = 457 -VariableMetric: Iteration # 141 - FCN = 297435.475938 Edm = 0.01278 NCalls = 460 -VariableMetric: Iteration # 142 - FCN = 297435.4585841 Edm = 0.00429904 NCalls = 462 -VariableMetric: Iteration # 143 - FCN = 297435.4540573 Edm = 0.000535518 NCalls = 464 -VariableMetric: Iteration # 144 - FCN = 297435.4528319 Edm = 0.000504695 NCalls = 466 -VariableMetric: Iteration # 145 - FCN = 297435.4510452 Edm = 0.000307431 NCalls = 468 -VariableMetric: Iteration # 146 - FCN = 297435.4505733 Edm = 0.0001032 NCalls = 470 -VariableMetric: Iteration # 147 - FCN = 297435.4503878 Edm = 5.00071e-05 NCalls = 472 -VariableMetric: After Hessian - FCN = 297435.4503878 Edm = 6.54221e-05 NCalls = 953 -VariableMetric: Iteration # 148 - FCN = 297435.4503878 Edm = 6.54221e-05 NCalls = 953 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306752.1772812 Edm = 18.515 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306752.1772812 Edm = 18.515 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301850.4938807 Edm = 359.95 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301850.4938807 Edm = 359.95 NCalls = 18 -VariableMetric: After Hessian - FCN = 301850.4938807 Edm = 5.52681e+06 NCalls = 487 -VariableMetric: Iteration # 3 - FCN = 301850.4938807 Edm = 5.52681e+06 NCalls = 487 -VariableMetric: Iteration # 4 - FCN = 298773.5949885 Edm = 3.91444e+06 NCalls = 497 -VariableMetric: Iteration # 5 - FCN = 298088.0456809 Edm = 329492 NCalls = 503 -VariableMetric: Iteration # 6 - FCN = 298086.4194661 Edm = 3630.63 NCalls = 509 -VariableMetric: Iteration # 7 - FCN = 298034.1073811 Edm = 416.224 NCalls = 516 -VariableMetric: Iteration # 8 - FCN = 297975.8817313 Edm = 40.3662 NCalls = 518 -VariableMetric: Iteration # 9 - FCN = 297794.7259311 Edm = 56.4041 NCalls = 522 -VariableMetric: Iteration # 10 - FCN = 297723.7903122 Edm = 2.00806 NCalls = 524 -VariableMetric: Iteration # 11 - FCN = 297717.4657129 Edm = 7.06292 NCalls = 526 -VariableMetric: Iteration # 12 - FCN = 297684.1801559 Edm = 20.9321 NCalls = 530 -VariableMetric: Iteration # 13 - FCN = 297642.0223725 Edm = 2.45233 NCalls = 532 -VariableMetric: Iteration # 14 - FCN = 297637.4670539 Edm = 2.38603 NCalls = 534 -VariableMetric: Iteration # 15 - FCN = 297469.9694234 Edm = 52.9767 NCalls = 540 -VariableMetric: Iteration # 16 - FCN = 297397.5670569 Edm = 5.693 NCalls = 542 -VariableMetric: Iteration # 17 - FCN = 297390.5621304 Edm = 0.95388 NCalls = 544 -VariableMetric: Iteration # 18 - FCN = 297388.9994715 Edm = 0.241293 NCalls = 546 -VariableMetric: Iteration # 19 - FCN = 297387.827738 Edm = 0.670994 NCalls = 548 -VariableMetric: Iteration # 20 - FCN = 297377.3104528 Edm = 7.89208 NCalls = 551 -VariableMetric: Iteration # 21 - FCN = 297332.0581907 Edm = 15.9829 NCalls = 555 -VariableMetric: Iteration # 22 - FCN = 297319.2436263 Edm = 2.11285 NCalls = 557 -VariableMetric: Iteration # 23 - FCN = 297317.2532752 Edm = 0.219457 NCalls = 559 -VariableMetric: Iteration # 24 - FCN = 297317.0406482 Edm = 0.112075 NCalls = 561 -VariableMetric: Iteration # 25 - FCN = 297316.2129742 Edm = 0.733887 NCalls = 564 -VariableMetric: Iteration # 26 - FCN = 297299.3376287 Edm = 2.49843 NCalls = 568 -VariableMetric: Iteration # 27 - FCN = 297295.2502584 Edm = 0.128596 NCalls = 570 -VariableMetric: Iteration # 28 - FCN = 297295.0373645 Edm = 0.0252214 NCalls = 572 -VariableMetric: Iteration # 29 - FCN = 297294.9296695 Edm = 0.0686916 NCalls = 574 -VariableMetric: Iteration # 30 - FCN = 297294.099868 Edm = 0.951645 NCalls = 577 -VariableMetric: Iteration # 31 - FCN = 297288.0703214 Edm = 0.888068 NCalls = 583 -VariableMetric: Iteration # 32 - FCN = 297287.0390686 Edm = 0.060671 NCalls = 585 -VariableMetric: Iteration # 33 - FCN = 297286.9729125 Edm = 0.0215732 NCalls = 587 -VariableMetric: Iteration # 34 - FCN = 297285.8254867 Edm = 1.26842 NCalls = 592 -VariableMetric: Iteration # 35 - FCN = 297285.6304133 Edm = 0.180753 NCalls = 595 -VariableMetric: Iteration # 36 - FCN = 297283.008831 Edm = 2.22678 NCalls = 601 -VariableMetric: Iteration # 37 - FCN = 297246.5884729 Edm = 6.34482 NCalls = 605 -VariableMetric: Iteration # 38 - FCN = 297233.4481483 Edm = 5.86524 NCalls = 608 -VariableMetric: Iteration # 39 - FCN = 297226.9336069 Edm = 3.26299 NCalls = 610 -VariableMetric: Iteration # 40 - FCN = 297223.5535021 Edm = 0.708101 NCalls = 612 -VariableMetric: Iteration # 41 - FCN = 297222.8301805 Edm = 0.305735 NCalls = 614 -VariableMetric: Iteration # 42 - FCN = 297222.5262372 Edm = 0.111084 NCalls = 617 -VariableMetric: Iteration # 43 - FCN = 297222.4555348 Edm = 0.0150731 NCalls = 618 -VariableMetric: Iteration # 44 - FCN = 297222.4394887 Edm = 0.00702794 NCalls = 620 -VariableMetric: Iteration # 45 - FCN = 297222.4032135 Edm = 0.0333947 NCalls = 623 -VariableMetric: Iteration # 46 - FCN = 297220.8201536 Edm = 1.58484 NCalls = 631 -VariableMetric: Iteration # 47 - FCN = 297220.7757034 Edm = 0.0659354 NCalls = 634 -VariableMetric: Iteration # 48 - FCN = 297220.5975151 Edm = 0.221543 NCalls = 639 -VariableMetric: Iteration # 49 - FCN = 297220.5118318 Edm = 0.0564146 NCalls = 643 -VariableMetric: Iteration # 50 - FCN = 297213.8427345 Edm = 7.02274 NCalls = 648 -VariableMetric: Iteration # 51 - FCN = 297204.1811832 Edm = 5.20755 NCalls = 652 -VariableMetric: Iteration # 52 - FCN = 297200.1514079 Edm = 0.847038 NCalls = 654 -VariableMetric: Iteration # 53 - FCN = 297199.4522413 Edm = 0.209481 NCalls = 656 -VariableMetric: Iteration # 54 - FCN = 297199.2596024 Edm = 0.0245412 NCalls = 658 -VariableMetric: Iteration # 55 - FCN = 297199.234023 Edm = 0.0102343 NCalls = 659 -VariableMetric: Iteration # 56 - FCN = 297199.2244974 Edm = 0.00320176 NCalls = 661 -VariableMetric: Iteration # 57 - FCN = 297199.2043055 Edm = 0.0179151 NCalls = 664 -VariableMetric: Iteration # 58 - FCN = 297198.8598691 Edm = 0.328318 NCalls = 670 -VariableMetric: Iteration # 59 - FCN = 297195.8279786 Edm = 0.473208 NCalls = 674 -VariableMetric: Iteration # 60 - FCN = 297195.2525458 Edm = 0.0632637 NCalls = 676 -VariableMetric: Iteration # 61 - FCN = 297195.2037922 Edm = 0.00654486 NCalls = 678 -VariableMetric: Iteration # 62 - FCN = 297195.1959059 Edm = 0.000961775 NCalls = 680 -VariableMetric: Iteration # 63 - FCN = 297195.1929861 Edm = 0.0028088 NCalls = 682 -VariableMetric: Iteration # 64 - FCN = 297195.1860606 Edm = 0.0104402 NCalls = 685 -VariableMetric: Iteration # 65 - FCN = 297194.8514328 Edm = 0.268884 NCalls = 692 -VariableMetric: Iteration # 66 - FCN = 297191.5599693 Edm = 0.699392 NCalls = 696 -VariableMetric: Iteration # 67 - FCN = 297190.8112385 Edm = 0.0545987 NCalls = 698 -VariableMetric: Iteration # 68 - FCN = 297190.7678997 Edm = 0.00505011 NCalls = 700 -VariableMetric: Iteration # 69 - FCN = 297190.7629885 Edm = 0.000940984 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297190.7567663 Edm = 0.00484741 NCalls = 705 -VariableMetric: Iteration # 71 - FCN = 297190.614505 Edm = 0.144987 NCalls = 709 -VariableMetric: Iteration # 72 - FCN = 297190.0450479 Edm = 0.363358 NCalls = 714 -VariableMetric: Iteration # 73 - FCN = 297189.4889612 Edm = 0.0250262 NCalls = 716 -VariableMetric: Iteration # 74 - FCN = 297189.4629591 Edm = 0.000914768 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297189.4616972 Edm = 0.00031659 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297189.4593014 Edm = 0.00218742 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297189.4116052 Edm = 0.0526826 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297189.4064741 Edm = 0.00495987 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297189.1011772 Edm = 0.0695822 NCalls = 739 -VariableMetric: Iteration # 80 - FCN = 297188.5436086 Edm = 0.0568906 NCalls = 742 -VariableMetric: Iteration # 81 - FCN = 297188.4788619 Edm = 0.00406104 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297188.4750439 Edm = 0.000387584 NCalls = 746 -VariableMetric: Iteration # 83 - FCN = 297188.4724418 Edm = 0.00217294 NCalls = 749 -VariableMetric: Iteration # 84 - FCN = 297188.3771279 Edm = 0.0528783 NCalls = 753 -VariableMetric: Iteration # 85 - FCN = 297187.7130789 Edm = 0.284745 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297186.8042625 Edm = 0.0924645 NCalls = 760 -VariableMetric: Iteration # 87 - FCN = 297186.7125606 Edm = 0.00668445 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297186.7072649 Edm = 0.000323916 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297186.706887 Edm = 0.000108648 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297186.7061412 Edm = 0.000560135 NCalls = 769 -VariableMetric: Iteration # 91 - FCN = 297186.6919989 Edm = 0.0122163 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297186.5163833 Edm = 0.077921 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297186.3703905 Edm = 0.0081777 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297186.3613443 Edm = 0.000335206 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297186.3609543 Edm = 3.09165e-05 NCalls = 782 -VariableMetric: After Hessian - FCN = 297186.3609543 Edm = 1.76687 NCalls = 1271 -VariableMetric: Iteration # 96 - FCN = 297186.3609543 Edm = 1.76687 NCalls = 1271 -VariableMetric: Iteration # 97 - FCN = 297186.3519083 Edm = 1.32331 NCalls = 1274 -VariableMetric: Iteration # 98 - FCN = 297186.3297904 Edm = 0.198876 NCalls = 1276 -VariableMetric: Iteration # 99 - FCN = 297186.0099895 Edm = 0.264357 NCalls = 1279 -VariableMetric: Iteration # 100 - FCN = 297185.9091667 Edm = 0.0571268 NCalls = 1281 -VariableMetric: Iteration # 101 - FCN = 297185.7890578 Edm = 0.0200446 NCalls = 1284 -VariableMetric: Iteration # 102 - FCN = 297185.7446093 Edm = 0.0046892 NCalls = 1286 -VariableMetric: Iteration # 103 - FCN = 297185.7374668 Edm = 0.00118051 NCalls = 1288 -VariableMetric: Iteration # 104 - FCN = 297185.7342149 Edm = 0.00114319 NCalls = 1290 -VariableMetric: Iteration # 105 - FCN = 297185.7320258 Edm = 0.00101996 NCalls = 1292 -VariableMetric: Iteration # 106 - FCN = 297185.726583 Edm = 0.0014537 NCalls = 1294 -VariableMetric: Iteration # 107 - FCN = 297185.719308 Edm = 0.00265785 NCalls = 1296 -VariableMetric: Iteration # 108 - FCN = 297185.706768 Edm = 0.00279104 NCalls = 1298 -VariableMetric: Iteration # 109 - FCN = 297185.6988837 Edm = 0.000846377 NCalls = 1300 -VariableMetric: Iteration # 110 - FCN = 297185.6974285 Edm = 0.000134293 NCalls = 1302 -VariableMetric: Iteration # 111 - FCN = 297185.6971727 Edm = 4.22088e-05 NCalls = 1304 -VariableMetric: After Hessian - FCN = 297185.6971727 Edm = 0.000177941 NCalls = 1789 -VariableMetric: Iteration # 112 - FCN = 297185.6971727 Edm = 0.000177941 NCalls = 1789 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313695.509833 Edm = 22.0766 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313695.509833 Edm = 22.0766 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306704.4844398 Edm = 187.099 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306486.7634631 Edm = 125.158 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 305928.6164072 Edm = 449.789 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300917.0197935 Edm = 464.306 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300591.3039673 Edm = 1901.14 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299831.3298359 Edm = 459.511 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299646.180213 Edm = 8.56728e+07 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 299646.180213 Edm = 8.56728e+07 NCalls = 50 -VariableMetric: After Hessian - FCN = 299646.180213 Edm = 960217 NCalls = 539 -VariableMetric: Iteration # 9 - FCN = 299646.180213 Edm = 960217 NCalls = 539 -VariableMetric: Iteration # 10 - FCN = 299646.180213 Edm = 960217 NCalls = 550 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 344185.3242386 Edm = 1745.25 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 344185.3242386 Edm = 1745.25 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 323244.8406429 Edm = 103.285 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 301814.7733017 Edm = 50.2245 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301749.3973396 Edm = 58.2303 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301277.4511743 Edm = 286.95 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298586.6201044 Edm = 236.371 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297954.6464311 Edm = 122.194 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297920.7928091 Edm = 5.96223 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297917.292664 Edm = 0.163269 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297917.1122599 Edm = 0.0341042 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297871.6387835 Edm = 2.55678 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297834.0523538 Edm = 1.05387 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297832.7313589 Edm = 0.277886 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297820.6192711 Edm = 11.3964 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297643.3162316 Edm = 8.3372 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297629.0994755 Edm = 10.8099 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297620.4825973 Edm = 4.75048 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297615.715362 Edm = 0.201161 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297615.5244375 Edm = 0.0157929 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297615.2563761 Edm = 0.280888 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297608.3558904 Edm = 7.03322 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297607.8819292 Edm = 0.462125 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297605.2662445 Edm = 2.5928 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297501.2649749 Edm = 16.0321 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297474.2666304 Edm = 4.53258 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297471.5093224 Edm = 0.383186 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297470.9236512 Edm = 0.0181517 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297470.9000793 Edm = 0.00364441 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297470.8894209 Edm = 0.00639849 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297470.6727623 Edm = 0.22269 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297468.7096468 Edm = 1.67175 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297458.0774358 Edm = 4.2403 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297454.2989687 Edm = 0.411106 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297453.8876184 Edm = 0.109294 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297453.7574818 Edm = 0.0163101 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297453.7277254 Edm = 0.00319501 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297453.7171812 Edm = 0.00471362 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297453.6056683 Edm = 0.110848 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297451.5088374 Edm = 1.65858 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297434.2682612 Edm = 5.0768 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297430.1280822 Edm = 0.435141 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297429.8064455 Edm = 0.0779961 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297429.7576551 Edm = 0.00297673 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297429.7513001 Edm = 0.00243723 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297429.7462401 Edm = 0.00266104 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297429.720945 Edm = 0.0230831 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297428.9157337 Edm = 0.719186 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297417.872622 Edm = 3.33731 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297414.9808821 Edm = 0.246477 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297414.7474991 Edm = 0.0376284 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297414.7097144 Edm = 0.00510599 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297414.7021298 Edm = 0.00566997 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297414.6764742 Edm = 0.0308509 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297414.1548604 Edm = 0.568962 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297414.0310699 Edm = 0.117152 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297403.2086797 Edm = 3.00438 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297400.3349082 Edm = 0.961569 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297399.4178323 Edm = 0.088833 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297399.3417198 Edm = 0.0155917 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297399.3264092 Edm = 0.00273727 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297399.3225532 Edm = 0.00144765 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297399.3159752 Edm = 0.0054198 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297399.1388805 Edm = 0.192842 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297397.6411037 Edm = 0.655082 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297391.6807906 Edm = 2.361 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297388.3529808 Edm = 0.156686 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297388.1484509 Edm = 0.0189775 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297388.1196502 Edm = 0.000848917 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297388.1185217 Edm = 0.000126944 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297388.117521 Edm = 0.000660057 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297388.1104239 Edm = 0.00597996 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297387.9206762 Edm = 0.151188 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297386.5544492 Edm = 0.256157 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297386.0758064 Edm = 0.045738 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297386.0188178 Edm = 0.00234601 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297386.0162487 Edm = 0.000131566 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297386.0160253 Edm = 7.85658e-05 NCalls = 244 -VariableMetric: After Hessian - FCN = 297386.0160253 Edm = 1808.01 NCalls = 723 -VariableMetric: Iteration # 77 - FCN = 297386.0160253 Edm = 1808.01 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297380.717373 Edm = 51236.7 NCalls = 728 -VariableMetric: Iteration # 79 - FCN = 297378.6532142 Edm = 1.49372 NCalls = 733 -VariableMetric: Iteration # 80 - FCN = 297376.1150983 Edm = 0.418524 NCalls = 735 -VariableMetric: Iteration # 81 - FCN = 297374.7564549 Edm = 0.412079 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297370.655903 Edm = 4.27596 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297370.4354566 Edm = 0.229489 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297369.4319855 Edm = 0.833033 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297365.7077132 Edm = 1.78627 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297362.1700244 Edm = 1.59702 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297360.9573751 Edm = 0.841095 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297359.8465733 Edm = 0.296491 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297359.4707785 Edm = 0.0828 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297359.3251356 Edm = 0.0450167 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297358.8765872 Edm = 0.515387 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297355.0691795 Edm = 12.8313 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297354.5344311 Edm = 3.02394 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297353.149626 Edm = 2.57454 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297352.7825911 Edm = 0.437438 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297351.8874441 Edm = 0.871873 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297351.2113991 Edm = 0.433902 NCalls = 794 -VariableMetric: Iteration # 98 - FCN = 297348.8549045 Edm = 0.758085 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297348.3363501 Edm = 0.0687289 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297348.2774293 Edm = 0.0272111 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297348.2591321 Edm = 0.00462673 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297348.2512106 Edm = 0.0026567 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297348.2468155 Edm = 0.000633995 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297348.2458737 Edm = 0.000246799 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297348.2453333 Edm = 9.88348e-05 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297348.2451111 Edm = 3.20163e-05 NCalls = 810 -VariableMetric: After Hessian - FCN = 297348.2451111 Edm = 0.000142068 NCalls = 1301 -VariableMetric: Iteration # 107 - FCN = 297348.2451111 Edm = 0.000142068 NCalls = 1301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305212.9223288 Edm = 20.5448 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305212.9223288 Edm = 20.5448 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301910.7716788 Edm = 51.7976 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301686.4561713 Edm = 47.4441 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 301642.4573262 Edm = 12.4765 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298996.3328325 Edm = 110.16 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298714.7165532 Edm = 406.989 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298343.1566136 Edm = 6.2115 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298333.6194898 Edm = 1.63576 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 298332.1070445 Edm = 0.782866 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 298252.3415058 Edm = 58.556 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297871.2549038 Edm = 10.2877 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297857.9985408 Edm = 0.125924 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297857.8926903 Edm = 0.0302617 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297857.7025093 Edm = 0.197688 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297819.8646754 Edm = 3.24532 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297718.4718739 Edm = 23.9978 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297674.4256105 Edm = 0.627796 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297673.8648511 Edm = 0.0163775 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297673.483889 Edm = 0.230494 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297661.7365711 Edm = 10.2986 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297589.6491169 Edm = 6.71541 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297586.0034523 Edm = 2.39611 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297581.9782897 Edm = 0.358228 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297581.4120252 Edm = 0.0177358 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297581.3854595 Edm = 0.00340689 NCalls = 76 -VariableMetric: Iteration # 25 - FCN = 297581.3495417 Edm = 0.0273578 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297573.4628895 Edm = 5.48713 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297549.5992317 Edm = 9.26149 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297542.4856883 Edm = 0.785835 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297541.487619 Edm = 0.142186 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297541.3223013 Edm = 0.00904198 NCalls = 94 -VariableMetric: Iteration # 31 - FCN = 297541.311143 Edm = 0.00196841 NCalls = 96 -VariableMetric: Iteration # 32 - FCN = 297541.271436 Edm = 0.041621 NCalls = 100 -VariableMetric: Iteration # 33 - FCN = 297540.002842 Edm = 1.263 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297539.9804427 Edm = 0.0196668 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297536.2282119 Edm = 3.77667 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297534.31486 Edm = 1.92443 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297534.048717 Edm = 0.168963 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297526.9086515 Edm = 5.95642 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297511.4919675 Edm = 1.19314 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297510.5330973 Edm = 0.118323 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297510.4302106 Edm = 0.00431544 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297510.422609 Edm = 0.00163688 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297510.4192892 Edm = 0.00189492 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297510.3906142 Edm = 0.0329405 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297509.6061327 Edm = 0.787037 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297494.7606477 Edm = 4.64251 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297490.0701698 Edm = 6.75054 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297486.0821721 Edm = 1.43894 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297484.8400951 Edm = 1.37585 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297483.9965643 Edm = 0.372876 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297483.4928544 Edm = 0.380763 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297483.1602863 Edm = 0.120344 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297483.0923487 Edm = 0.0059059 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297483.0876154 Edm = 0.000854937 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297483.0854135 Edm = 0.00172112 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297483.0714804 Edm = 0.0144392 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297482.2617742 Edm = 0.147651 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297479.0375619 Edm = 1.13293 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297476.499628 Edm = 0.202876 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297476.345488 Edm = 0.013278 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297476.3351378 Edm = 0.00117195 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297476.3323658 Edm = 0.00193274 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297476.2874832 Edm = 0.0509834 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297475.9163954 Edm = 0.337138 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297472.1146522 Edm = 0.154566 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297471.9997031 Edm = 0.009495 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297471.991313 Edm = 0.000507404 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297471.9905889 Edm = 0.000189971 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297471.987197 Edm = 0.00243889 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297471.9573377 Edm = 0.0230175 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297470.6866831 Edm = 0.580813 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297469.7821515 Edm = 0.0216535 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297469.7635985 Edm = 0.00104709 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297469.7625253 Edm = 0.000136184 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297469.7623437 Edm = 4.58147e-05 NCalls = 241 -VariableMetric: After Hessian - FCN = 297469.7623437 Edm = 4.62555 NCalls = 712 -VariableMetric: Iteration # 76 - FCN = 297469.7623437 Edm = 4.62555 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297467.7100546 Edm = 47.3567 NCalls = 714 -VariableMetric: Iteration # 78 - FCN = 297467.4978397 Edm = 0.641978 NCalls = 716 -VariableMetric: Iteration # 79 - FCN = 297467.0102461 Edm = 0.13176 NCalls = 718 -VariableMetric: Iteration # 80 - FCN = 297466.9034497 Edm = 0.0702712 NCalls = 719 -VariableMetric: Iteration # 81 - FCN = 297466.8225018 Edm = 0.0449151 NCalls = 722 -VariableMetric: Iteration # 82 - FCN = 297466.7388428 Edm = 0.0449704 NCalls = 725 -VariableMetric: Iteration # 83 - FCN = 297466.7116529 Edm = 0.00953335 NCalls = 727 -VariableMetric: Iteration # 84 - FCN = 297466.7022109 Edm = 0.00476217 NCalls = 729 -VariableMetric: Iteration # 85 - FCN = 297466.6979807 Edm = 0.0029546 NCalls = 731 -VariableMetric: Iteration # 86 - FCN = 297466.6930493 Edm = 0.0063573 NCalls = 733 -VariableMetric: Iteration # 87 - FCN = 297466.6806585 Edm = 0.00581777 NCalls = 737 -VariableMetric: Iteration # 88 - FCN = 297466.6697776 Edm = 0.00135364 NCalls = 739 -VariableMetric: Iteration # 89 - FCN = 297466.667983 Edm = 0.000558522 NCalls = 741 -VariableMetric: Iteration # 90 - FCN = 297466.6675496 Edm = 0.000186938 NCalls = 743 -VariableMetric: Iteration # 91 - FCN = 297466.6671884 Edm = 0.000143 NCalls = 745 -VariableMetric: Iteration # 92 - FCN = 297466.6668027 Edm = 0.00026336 NCalls = 747 -VariableMetric: Iteration # 93 - FCN = 297466.6657719 Edm = 0.000795196 NCalls = 751 -VariableMetric: Iteration # 94 - FCN = 297466.6603881 Edm = 0.00235302 NCalls = 755 -VariableMetric: Iteration # 95 - FCN = 297466.6554044 Edm = 0.00527877 NCalls = 757 -VariableMetric: Iteration # 96 - FCN = 297466.6535291 Edm = 0.0010293 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297466.6523751 Edm = 0.00091647 NCalls = 762 -VariableMetric: Iteration # 98 - FCN = 297466.6514959 Edm = 0.000371039 NCalls = 764 -VariableMetric: Iteration # 99 - FCN = 297466.6507074 Edm = 0.000292508 NCalls = 767 -VariableMetric: Iteration # 100 - FCN = 297466.6502769 Edm = 0.00031165 NCalls = 770 -VariableMetric: Iteration # 101 - FCN = 297466.6497084 Edm = 0.000168853 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297466.6494791 Edm = 6.44432e-05 NCalls = 774 -VariableMetric: After Hessian - FCN = 297466.6494791 Edm = 0.000597024 NCalls = 1249 -VariableMetric: Iteration # 103 - FCN = 297466.6494791 Edm = 0.000597024 NCalls = 1249 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 354527.0148989 Edm = 10530.1 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 354527.0148989 Edm = 10530.1 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305884.6375082 Edm = 5.6854 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 305388.5657721 Edm = 68.4664 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298237.0834291 Edm = 101.952 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298201.7566576 Edm = 20.9719 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298194.200178 Edm = 1.20587 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298186.137839 Edm = 6.95295 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297523.2883767 Edm = 13.2684 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297479.4168543 Edm = 44.6128 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297446.92992 Edm = 0.488311 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297446.4259166 Edm = 0.0197822 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297446.2957096 Edm = 0.0906781 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297399.5667268 Edm = 19.517 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297379.5159878 Edm = 0.23779 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297379.2938497 Edm = 0.0165177 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297379.1805848 Edm = 0.111721 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297357.3362903 Edm = 3.14521 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297317.4972557 Edm = 2.24081 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297315.2604728 Edm = 0.105596 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297315.1611294 Edm = 0.00480472 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297315.1277673 Edm = 0.0391372 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297313.2621538 Edm = 2.1353 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297313.1405449 Edm = 0.119304 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297308.4884309 Edm = 3.01598 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297296.8409801 Edm = 3.38114 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297290.8006936 Edm = 0.174478 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297290.6573459 Edm = 0.0371746 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297290.6301965 Edm = 0.00788269 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297290.539427 Edm = 0.100586 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297288.3660186 Edm = 2.27594 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297288.3167967 Edm = 0.036338 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297285.2900285 Edm = 1.7973 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297275.4171453 Edm = 2.27992 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297272.1557821 Edm = 1.21006 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297270.5048249 Edm = 0.227396 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297270.1703227 Edm = 0.0529997 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297270.0804694 Edm = 0.0146559 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297270.069001 Edm = 0.00159504 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297270.0668928 Edm = 0.000609128 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297270.0310602 Edm = 0.0326513 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297267.7747299 Edm = 1.4904 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297262.5876925 Edm = 0.498912 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297262.0985359 Edm = 0.026853 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297262.0744045 Edm = 0.00290309 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297262.0706098 Edm = 0.000517465 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297262.0685324 Edm = 0.00157585 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297261.948641 Edm = 0.11473 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297258.2234447 Edm = 0.181243 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297258.019544 Edm = 0.0258931 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297258.0017051 Edm = 0.00493712 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297257.9961908 Edm = 0.000316056 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297257.9953308 Edm = 0.000197121 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297257.9936788 Edm = 0.00131808 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297257.2999231 Edm = 0.536463 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297254.4236219 Edm = 0.421545 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297253.9795056 Edm = 0.0772037 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297253.8901876 Edm = 0.00814296 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297253.8830948 Edm = 0.000893439 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297253.8821305 Edm = 0.000451279 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297253.8785811 Edm = 0.00352856 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297253.7772509 Edm = 0.103285 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297253.7508775 Edm = 0.0259235 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297251.2685495 Edm = 0.239672 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297250.932056 Edm = 0.136199 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297250.8814427 Edm = 0.00885916 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297250.8699052 Edm = 0.00111309 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297250.8684912 Edm = 0.000117127 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297250.8682753 Edm = 5.79454e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297250.8682753 Edm = 108.975 NCalls = 704 -VariableMetric: Iteration # 68 - FCN = 297250.8682753 Edm = 108.975 NCalls = 704 -VariableMetric: Iteration # 69 - FCN = 297249.7210679 Edm = 2.44247 NCalls = 711 -VariableMetric: Iteration # 70 - FCN = 297249.578676 Edm = 1.2334 NCalls = 713 -VariableMetric: Iteration # 71 - FCN = 297245.8031086 Edm = 11.2225 NCalls = 717 -VariableMetric: Iteration # 72 - FCN = 297243.0804838 Edm = 1.6473 NCalls = 721 -VariableMetric: Iteration # 73 - FCN = 297242.7825864 Edm = 0.211466 NCalls = 723 -VariableMetric: Iteration # 74 - FCN = 297242.5299741 Edm = 0.951955 NCalls = 725 -VariableMetric: Iteration # 75 - FCN = 297240.7923157 Edm = 1.44666 NCalls = 729 -VariableMetric: Iteration # 76 - FCN = 297236.875535 Edm = 0.40124 NCalls = 731 -VariableMetric: Iteration # 77 - FCN = 297236.087488 Edm = 3.78449 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297235.272363 Edm = 0.650605 NCalls = 737 -VariableMetric: Iteration # 79 - FCN = 297234.1633801 Edm = 0.783959 NCalls = 739 -VariableMetric: Iteration # 80 - FCN = 297233.3835376 Edm = 0.44003 NCalls = 742 -VariableMetric: Iteration # 81 - FCN = 297232.9777067 Edm = 0.173326 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297232.6337236 Edm = 0.138897 NCalls = 746 -VariableMetric: Iteration # 83 - FCN = 297232.3976321 Edm = 0.052663 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297232.3396487 Edm = 0.0179723 NCalls = 750 -VariableMetric: Iteration # 85 - FCN = 297232.2897224 Edm = 0.0171616 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297232.2393956 Edm = 0.0375171 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297232.1750058 Edm = 0.00827952 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297232.1304646 Edm = 0.0239297 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297232.0502741 Edm = 0.00965204 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297232.0013618 Edm = 0.0168587 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297231.9713029 Edm = 0.00831871 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297231.9469966 Edm = 0.0159323 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297231.865399 Edm = 0.018602 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297231.8276574 Edm = 0.011896 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297231.7268358 Edm = 0.0380778 NCalls = 775 -VariableMetric: Iteration # 96 - FCN = 297231.6400628 Edm = 0.018032 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297231.5168825 Edm = 0.0376904 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297231.4320591 Edm = 0.027906 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297231.2740876 Edm = 0.0395038 NCalls = 785 -VariableMetric: Iteration # 100 - FCN = 297231.2307852 Edm = 0.00891931 NCalls = 787 -VariableMetric: Iteration # 101 - FCN = 297231.1923949 Edm = 0.0187285 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297231.1361832 Edm = 0.0079805 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297231.1178913 Edm = 0.00622145 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297231.1057095 Edm = 0.0031333 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297231.0975105 Edm = 0.0021297 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297231.0912304 Edm = 0.00221064 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297231.0852398 Edm = 0.00143295 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297231.0823401 Edm = 0.000516257 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297231.0801209 Edm = 0.000941888 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297231.0765701 Edm = 0.000341863 NCalls = 807 -VariableMetric: Iteration # 111 - FCN = 297231.0753632 Edm = 0.00048 NCalls = 809 -VariableMetric: Iteration # 112 - FCN = 297231.0742177 Edm = 8.60692e-05 NCalls = 811 -VariableMetric: Iteration # 113 - FCN = 297231.0736627 Edm = 0.000232369 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297231.0731611 Edm = 2.73201e-05 NCalls = 816 -VariableMetric: After Hessian - FCN = 297231.0731611 Edm = 0.000289141 NCalls = 1297 -VariableMetric: Iteration # 115 - FCN = 297231.0731611 Edm = 0.000289141 NCalls = 1297 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 357582.8867508 Edm = 1530.67 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 357582.8867508 Edm = 1530.67 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302849.5806559 Edm = 3.0565 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302822.3807975 Edm = 6.40737 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301070.5928744 Edm = 323.333 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 300344.7664279 Edm = 14.0262 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300332.2966572 Edm = 1.18561 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 300325.3270696 Edm = 21.167 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 300195.1779531 Edm = 101.512 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298531.0837542 Edm = 148.277 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298215.6191112 Edm = 117.695 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298033.6965953 Edm = 105.614 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297913.2083172 Edm = 0.94497 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297911.4898878 Edm = 0.792283 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297907.445014 Edm = 3.09564 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297816.228332 Edm = 111.807 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297782.5451666 Edm = 29.9676 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297558.1216557 Edm = 32.5675 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297530.1751952 Edm = 1.61624 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297528.5414247 Edm = 0.0557067 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297528.4574115 Edm = 0.0210047 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297526.1923756 Edm = 2.1217 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297368.9989844 Edm = 36.6307 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297295.7052004 Edm = 9.66795 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297283.2786992 Edm = 1.19847 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297281.6181646 Edm = 0.0447786 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297281.5653219 Edm = 0.00534557 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297281.3862053 Edm = 0.183537 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297272.5862353 Edm = 0.599322 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297257.719114 Edm = 2.59547 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297252.9400892 Edm = 0.71704 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297251.9481464 Edm = 0.248783 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297251.6716428 Edm = 0.0293361 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297251.6359185 Edm = 0.00143628 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297251.6334903 Edm = 0.000898893 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297251.6246277 Edm = 0.00879616 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297251.3759849 Edm = 0.18365 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297248.3431521 Edm = 1.40026 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297244.6358103 Edm = 0.955517 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297243.9449531 Edm = 0.263566 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297243.4979647 Edm = 0.139028 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297243.3844456 Edm = 0.00880705 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297243.374335 Edm = 0.000521426 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297243.3731393 Edm = 0.000898427 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297243.3385122 Edm = 0.0362759 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297243.2023628 Edm = 0.124457 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297233.0232887 Edm = 2.89854 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297230.4692488 Edm = 0.338513 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297230.1071798 Edm = 0.033243 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297230.0515347 Edm = 0.0107984 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297230.0420766 Edm = 0.0030358 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297230.0383041 Edm = 0.00030729 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297230.0374383 Edm = 0.000416181 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297230.0315546 Edm = 0.00491417 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297229.5396749 Edm = 0.477296 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297224.8929349 Edm = 1.69003 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297222.821869 Edm = 0.510074 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297222.3320429 Edm = 0.306741 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297221.8359827 Edm = 0.122945 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297221.6760364 Edm = 0.024082 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297221.6542847 Edm = 0.00225079 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297221.6528489 Edm = 0.000359914 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297221.6521946 Edm = 0.000224544 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297221.6495577 Edm = 0.00245216 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297221.4883422 Edm = 0.137085 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297219.376391 Edm = 1.34766 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297217.7622111 Edm = 0.519518 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297217.1134879 Edm = 0.503027 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297216.8436851 Edm = 0.458561 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297216.348976 Edm = 0.163911 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297216.0916958 Edm = 0.20009 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297215.9180434 Edm = 0.0803094 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297215.8229356 Edm = 0.0290739 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297215.7822738 Edm = 0.00525419 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297215.7768557 Edm = 0.00266184 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297215.7744228 Edm = 0.00148883 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297215.7689608 Edm = 0.00492702 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297215.5616206 Edm = 0.253949 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297215.5585906 Edm = 0.00362835 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297215.546216 Edm = 0.0214211 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297215.0641995 Edm = 0.204467 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297212.2842892 Edm = 1.96454 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297212.0847749 Edm = 0.2903 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297211.5686081 Edm = 0.284211 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297209.9980552 Edm = 1.27771 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297208.7244019 Edm = 2.38055 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297204.7538816 Edm = 4.91423 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297203.2263887 Edm = 0.48704 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297202.8016383 Edm = 0.10384 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297202.752632 Edm = 0.00496843 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297202.7469463 Edm = 0.000386637 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297202.746353 Edm = 4.74411e-05 NCalls = 296 -VariableMetric: After Hessian - FCN = 297202.746353 Edm = 7160.42 NCalls = 777 -VariableMetric: Iteration # 91 - FCN = 297202.746353 Edm = 7160.42 NCalls = 777 -VariableMetric: Iteration # 92 - FCN = 297198.5936086 Edm = 17502.2 NCalls = 783 -VariableMetric: Iteration # 93 - FCN = 297197.9566724 Edm = 0.892124 NCalls = 787 -VariableMetric: Iteration # 94 - FCN = 297195.7009493 Edm = 0.505699 NCalls = 789 -VariableMetric: Iteration # 95 - FCN = 297193.3814637 Edm = 1.24314 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297192.2153707 Edm = 1.03652 NCalls = 795 -VariableMetric: Iteration # 97 - FCN = 297190.9045193 Edm = 0.417463 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297190.4490157 Edm = 0.340082 NCalls = 799 -VariableMetric: Iteration # 99 - FCN = 297190.2786701 Edm = 0.157054 NCalls = 801 -VariableMetric: Iteration # 100 - FCN = 297190.1553615 Edm = 0.0307634 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297190.0621534 Edm = 0.0353902 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297189.579905 Edm = 0.352724 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297189.5207826 Edm = 0.202575 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297188.7808792 Edm = 0.122786 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297188.573086 Edm = 0.0518529 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297188.4305592 Edm = 0.0379964 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297188.3996451 Edm = 0.0136989 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297188.3816928 Edm = 0.00566515 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297188.3662667 Edm = 0.00566754 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297188.3420361 Edm = 0.00888125 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297188.2961716 Edm = 0.0131277 NCalls = 831 -VariableMetric: Iteration # 112 - FCN = 297188.2521357 Edm = 0.0219541 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297188.1944999 Edm = 0.0138379 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297188.1776263 Edm = 0.00655764 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297188.1512428 Edm = 0.0124227 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297188.118108 Edm = 0.00818086 NCalls = 843 -VariableMetric: Iteration # 117 - FCN = 297188.0881702 Edm = 0.00508641 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 297188.0798167 Edm = 0.000768072 NCalls = 847 -VariableMetric: Iteration # 119 - FCN = 297188.0785707 Edm = 0.000175104 NCalls = 849 -VariableMetric: Iteration # 120 - FCN = 297188.078312 Edm = 4.02087e-05 NCalls = 851 -VariableMetric: After Hessian - FCN = 297188.078312 Edm = 0.000133197 NCalls = 1336 -VariableMetric: Iteration # 121 - FCN = 297188.078312 Edm = 0.000133197 NCalls = 1336 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305170.2979714 Edm = 13.0332 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305170.2979714 Edm = 13.0332 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299951.1642958 Edm = 4.9119 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299345.0469904 Edm = 4.07297 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299307.3525896 Edm = 34.9036 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298744.1758109 Edm = 67.0451 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298634.1942659 Edm = 42.3303 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298565.3161042 Edm = 48.2965 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298507.1802741 Edm = 114.875 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298479.6974843 Edm = 2.79953 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298477.1517423 Edm = 4.62137 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298474.0054974 Edm = 1.37908 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 298348.1892693 Edm = 157.744 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298342.9262017 Edm = 4.67775 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 298316.3640437 Edm = 28.0245 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 298155.5184306 Edm = 220.696 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 298148.8767962 Edm = 10.569 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 298104.4902671 Edm = 29.2625 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297963.1716521 Edm = 7.60183 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297942.5578689 Edm = 3.41263 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297937.6789103 Edm = 0.667553 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297934.81918 Edm = 0.254775 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297934.3605198 Edm = 0.176962 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297931.4411736 Edm = 2.17193 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297923.1314464 Edm = 4.20103 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297917.8474536 Edm = 10.3224 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297750.9657963 Edm = 78.7716 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297731.1691717 Edm = 48.6598 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297690.9040637 Edm = 16.8952 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297666.5534907 Edm = 1.00588 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297665.4127015 Edm = 0.658762 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297662.422943 Edm = 2.28979 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297633.1359655 Edm = 15.6303 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297629.7253944 Edm = 5.68189 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297618.5762705 Edm = 7.44389 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297594.5064236 Edm = 10.453 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297583.5742431 Edm = 7.94327 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297577.9621631 Edm = 0.37837 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297577.5999422 Edm = 0.0454323 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297577.5172777 Edm = 0.0456355 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297576.7483709 Edm = 0.761347 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297532.0644053 Edm = 29.0523 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297483.1412557 Edm = 11.2791 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297476.630582 Edm = 2.07517 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297474.8095065 Edm = 0.127538 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297474.588338 Edm = 0.0385466 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297474.4096338 Edm = 0.107439 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297470.7465684 Edm = 3.72654 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297440.6256744 Edm = 14.8369 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297410.7874402 Edm = 2.42982 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297408.0376787 Edm = 0.952563 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297407.2437432 Edm = 0.328524 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297406.6908515 Edm = 0.105916 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297406.5356464 Edm = 0.0463061 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297406.4585006 Edm = 0.015184 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297406.226797 Edm = 0.274254 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297403.0833389 Edm = 5.17556 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297403.0337535 Edm = 0.0318641 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297402.654022 Edm = 0.675316 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297400.7724262 Edm = 1.61123 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297364.8208219 Edm = 19.4011 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297361.9989364 Edm = 7.94293 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297354.9828233 Edm = 7.6108 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297337.5427881 Edm = 4.59303 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297331.7318069 Edm = 0.832781 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297330.9818291 Edm = 0.037455 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297330.9332462 Edm = 0.00590748 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297330.9163785 Edm = 0.0047373 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297330.8733421 Edm = 0.0335656 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297329.4968444 Edm = 1.04459 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297326.0165948 Edm = 3.67176 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297321.9241493 Edm = 2.75159 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297316.2635194 Edm = 1.88349 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297314.3651061 Edm = 0.954415 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297312.7745152 Edm = 0.611177 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297312.1206808 Edm = 0.506469 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297311.662201 Edm = 0.151831 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297311.5375104 Edm = 0.00871826 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297311.5242783 Edm = 0.00131344 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297311.5210956 Edm = 0.00180591 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297311.5147674 Edm = 0.00518737 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297311.1668991 Edm = 0.321505 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297306.8097963 Edm = 0.511978 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297306.211604 Edm = 0.0816355 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297306.1377221 Edm = 0.00492764 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297306.1334785 Edm = 0.00198558 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297306.1284274 Edm = 0.00395326 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297305.929302 Edm = 0.182384 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297297.3412266 Edm = 2.9435 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297295.5405984 Edm = 0.221998 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297295.2179863 Edm = 0.160668 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297294.3621991 Edm = 0.358603 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297293.9569725 Edm = 0.250751 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297293.9064008 Edm = 0.0754347 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297293.8448258 Edm = 0.0175907 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297293.8191888 Edm = 0.00158218 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297293.817175 Edm = 0.00026401 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297293.8162317 Edm = 0.000496355 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297293.7973289 Edm = 0.0161639 NCalls = 301 -VariableMetric: Iteration # 98 - FCN = 297293.2293075 Edm = 0.272767 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297292.3432593 Edm = 0.151204 NCalls = 308 -VariableMetric: Iteration # 100 - FCN = 297292.196898 Edm = 0.0116005 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297292.1869336 Edm = 0.000514602 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297292.1862972 Edm = 0.000183453 NCalls = 313 -VariableMetric: Iteration # 103 - FCN = 297292.1808831 Edm = 0.00499784 NCalls = 317 -VariableMetric: Iteration # 104 - FCN = 297292.0332351 Edm = 0.18152 NCalls = 321 -VariableMetric: Iteration # 105 - FCN = 297291.9744732 Edm = 0.0513541 NCalls = 324 -VariableMetric: Iteration # 106 - FCN = 297291.7020126 Edm = 0.19034 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297289.9599177 Edm = 0.266498 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297289.6401458 Edm = 0.0238332 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297289.6195422 Edm = 0.00237023 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297289.6166154 Edm = 0.000218755 NCalls = 338 -VariableMetric: Iteration # 111 - FCN = 297289.6163317 Edm = 6.98565e-05 NCalls = 340 -VariableMetric: After Hessian - FCN = 297289.6163317 Edm = 1.42431 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297289.6163317 Edm = 1.42431 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297287.7132651 Edm = 1.05499 NCalls = 820 -VariableMetric: Iteration # 114 - FCN = 297287.465569 Edm = 0.245857 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297287.2063863 Edm = 0.0591513 NCalls = 824 -VariableMetric: Iteration # 116 - FCN = 297287.0856869 Edm = 0.0909387 NCalls = 826 -VariableMetric: Iteration # 117 - FCN = 297286.4067416 Edm = 1.11361 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297286.3000306 Edm = 0.603212 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297284.7653504 Edm = 1.43228 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297284.5204509 Edm = 0.578042 NCalls = 844 -VariableMetric: Iteration # 121 - FCN = 297284.4071391 Edm = 0.737135 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297283.2222852 Edm = 0.625797 NCalls = 850 -VariableMetric: Iteration # 123 - FCN = 297282.5087832 Edm = 0.0581232 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297282.4116385 Edm = 0.0227294 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297282.3710802 Edm = 0.0172061 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297282.3314883 Edm = 0.00633556 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297282.3204032 Edm = 0.00418867 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297282.3161255 Edm = 0.00243627 NCalls = 862 -VariableMetric: Iteration # 129 - FCN = 297282.3137275 Edm = 0.000339233 NCalls = 864 -VariableMetric: Iteration # 130 - FCN = 297282.3133842 Edm = 3.31755e-05 NCalls = 865 -VariableMetric: After Hessian - FCN = 297282.3133842 Edm = 5.04584e-05 NCalls = 1352 -VariableMetric: Iteration # 131 - FCN = 297282.3133842 Edm = 5.04584e-05 NCalls = 1352 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303693.3258112 Edm = 13.1595 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303693.3258112 Edm = 13.1595 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303267.0119163 Edm = 20.6766 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 302687.1731275 Edm = 1113.21 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298354.1828506 Edm = 141.015 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298223.3783999 Edm = 154.708 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297909.2876485 Edm = 0.876089 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297908.1210383 Edm = 0.174423 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297907.6370898 Edm = 0.377819 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297846.0427778 Edm = 2.09653 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297844.236302 Edm = 0.0349437 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297844.1384969 Edm = 0.0619744 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297767.4074417 Edm = 56.1192 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297701.0800501 Edm = 40.9872 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297663.4659246 Edm = 0.257484 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297663.2176961 Edm = 0.0427575 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297663.1627603 Edm = 0.0350361 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297660.5251143 Edm = 2.17431 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297596.2986295 Edm = 21.2142 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297570.7649974 Edm = 5.08303 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297563.7698953 Edm = 0.894566 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297562.6486376 Edm = 0.0369133 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297562.5901949 Edm = 0.0268437 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297561.2376198 Edm = 1.26973 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297521.3487183 Edm = 6.22983 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297513.2282048 Edm = 0.385559 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297512.7546985 Edm = 0.0296114 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297512.7257155 Edm = 0.0116471 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297512.5436781 Edm = 0.159915 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297499.0553536 Edm = 7.75928 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297478.2664808 Edm = 7.2488 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297470.4028926 Edm = 1.61531 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297468.6632633 Edm = 0.421827 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297467.4492263 Edm = 0.0629176 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297467.3958671 Edm = 0.0172869 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297467.3840346 Edm = 0.00215895 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297467.3727618 Edm = 0.00850338 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297467.0673423 Edm = 0.271752 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297458.4975383 Edm = 2.38474 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297455.3764033 Edm = 0.210069 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297455.1349061 Edm = 0.110482 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297455.054747 Edm = 0.0169023 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297455.0366267 Edm = 0.00140605 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297455.0348576 Edm = 0.000747254 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297455.0236574 Edm = 0.0115663 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297454.4395398 Edm = 0.348982 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297454.394705 Edm = 0.00140756 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297454.3927385 Edm = 0.000726256 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297454.3762103 Edm = 0.0138062 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297453.8195589 Edm = 0.41998 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297450.4558899 Edm = 0.260293 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297450.0964052 Edm = 0.0229418 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297450.06687 Edm = 0.00124687 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297450.0653238 Edm = 0.000228564 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297450.06344 Edm = 0.00139997 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297450.0004437 Edm = 0.0523658 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297448.4517187 Edm = 0.969906 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297446.3366287 Edm = 0.280664 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297446.1183274 Edm = 0.0154224 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297446.1021834 Edm = 0.00053102 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297446.1014129 Edm = 0.000255139 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297446.0991143 Edm = 0.00285758 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297446.0100114 Edm = 0.0935142 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297445.9829336 Edm = 0.0261838 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297443.8506814 Edm = 0.113737 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297443.7456632 Edm = 0.0147739 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297443.7295644 Edm = 0.000623292 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297443.7286115 Edm = 0.000277695 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297443.7248608 Edm = 0.00273105 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297443.493663 Edm = 0.206576 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297442.0790173 Edm = 0.732825 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297440.6780643 Edm = 0.194649 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297440.1275257 Edm = 0.199478 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297439.7236619 Edm = 0.148877 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297439.5994162 Edm = 0.0381134 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297439.5761679 Edm = 0.00809319 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297439.5695907 Edm = 0.00151114 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297439.5682312 Edm = 0.000672366 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297439.5610514 Edm = 0.00807037 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297439.4396091 Edm = 0.170925 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297439.4347863 Edm = 0.00450048 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297438.9321002 Edm = 0.54942 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297438.9243427 Edm = 0.000841676 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297438.9231885 Edm = 0.000832951 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297438.897013 Edm = 0.0323239 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297438.8554472 Edm = 0.036791 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297434.6890781 Edm = 1.17628 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297431.9994285 Edm = 0.295821 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297431.7731307 Edm = 0.0311787 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297431.7515176 Edm = 0.00110637 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297431.7506054 Edm = 0.000289692 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297431.7502796 Edm = 0.00011791 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297431.7481863 Edm = 0.00208381 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297431.7027678 Edm = 0.050166 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297431.6993135 Edm = 0.00338439 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297431.6200738 Edm = 0.067694 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297428.4265303 Edm = 0.496275 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297427.8706666 Edm = 0.0603357 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297427.825921 Edm = 0.00268448 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297427.8231523 Edm = 0.000102857 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297427.8229958 Edm = 6.18742e-05 NCalls = 321 -VariableMetric: After Hessian - FCN = 297427.8229958 Edm = 3.72194 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297427.8229958 Edm = 3.72194 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297427.1530867 Edm = 176.474 NCalls = 796 -VariableMetric: Iteration # 102 - FCN = 297426.4690388 Edm = 0.173056 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297425.5512837 Edm = 0.504136 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297425.4747187 Edm = 0.471705 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297425.3259634 Edm = 0.109095 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297425.2639998 Edm = 0.0637725 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297425.2014972 Edm = 0.0452027 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297425.1406059 Edm = 0.0542099 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297425.07845 Edm = 0.0583319 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297424.9111843 Edm = 0.150241 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297423.9417488 Edm = 1.95168 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 297422.2443501 Edm = 4.0189 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297421.5995675 Edm = 1.92872 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297419.8206939 Edm = 5.0671 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297418.6483342 Edm = 1.79365 NCalls = 844 -VariableMetric: Iteration # 116 - FCN = 297417.3278134 Edm = 1.64095 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297414.9324138 Edm = 1.01545 NCalls = 852 -VariableMetric: Iteration # 118 - FCN = 297413.4102823 Edm = 0.230915 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297413.2018329 Edm = 0.0743346 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297413.0724707 Edm = 0.0457816 NCalls = 859 -VariableMetric: Iteration # 121 - FCN = 297412.9891936 Edm = 0.0261169 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297412.9453859 Edm = 0.0116915 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297412.9049785 Edm = 0.0269511 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297412.7621755 Edm = 0.0752524 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297412.5934621 Edm = 0.0392862 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297412.5201136 Edm = 0.0157187 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297412.4780409 Edm = 0.0149428 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297412.4285671 Edm = 0.0115692 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297412.40628 Edm = 0.00244462 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297412.4030398 Edm = 0.000161804 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297412.4028189 Edm = 2.97813e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297412.4028189 Edm = 5.17884e-05 NCalls = 1367 -VariableMetric: Iteration # 132 - FCN = 297412.4028189 Edm = 5.17884e-05 NCalls = 1367 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1326 (1326 total) | -| EDM = 0.000105 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297487.5361115083 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.21 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -2.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.91 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 4 | Ctt | 0.15 | 0.17 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 5.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.94 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.06 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | 0.86 | 0.07 | | | -2 | 2 | | -| 10| jpsi_p | -4.738 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.903 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.74 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.94 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 3.51 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 20.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.6 | 0.7 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.010 0.039 0.082 0.079 -0.000 0.001 -0.218 -0.189 -0.081 -0.001 -0.002 0.019 0.019 0.001 0.024 0.018 -0.001 0.182 -0.000 0.036 -0.082 0.173 0.119 | -| DDstar_p | -0.010 1.000 -0.224 -0.098 -0.008 0.000 -0.094 -0.008 0.237 -0.178 -0.322 0.046 -0.191 -0.109 -0.002 -0.142 -0.176 0.014 0.090 0.003 -0.074 -0.034 -0.039 -0.023 | -| p4415_p | 0.039 -0.224 1.000 0.000 -0.041 -0.004 -0.012 -0.009 -0.258 0.102 0.048 0.008 -0.051 -0.201 -0.140 0.107 0.279 0.010 -0.009 0.000 -0.203 -0.027 0.004 0.005 | -| bplus_0 | 0.082 -0.098 0.000 1.000 -0.019 -0.003 -0.043 0.002 0.053 -0.932 -0.066 -0.006 0.012 -0.045 -0.040 -0.005 0.040 0.001 -0.345 0.001 -0.044 0.159 0.136 0.068 | -| Ctt | 0.079 -0.008 -0.041 -0.019 1.000 0.015 -0.280 -0.017 -0.618 0.074 -0.329 -0.012 0.222 0.347 0.200 -0.162 -0.286 0.013 0.028 0.001 0.257 -0.066 -0.004 0.006 | -| p3770_p | -0.000 0.000 -0.004 -0.003 0.015 1.000 -0.021 -0.000 -0.002 0.005 -0.007 -0.002 0.011 0.001 0.002 -0.006 -0.009 -0.002 0.001 -0.001 0.001 0.000 0.000 0.000 | -| Dbar_p | 0.001 -0.094 -0.012 -0.043 -0.280 -0.021 1.000 0.004 0.091 -0.070 0.354 -0.007 0.142 -0.070 0.003 0.000 0.134 0.014 0.039 0.003 -0.055 -0.017 -0.014 -0.006 | -| phi_p | -0.218 -0.008 -0.009 0.002 -0.017 -0.000 0.004 1.000 0.049 0.004 -0.003 0.001 -0.003 -0.006 -0.002 -0.007 -0.002 0.001 -0.013 0.000 -0.011 0.425 -0.185 -0.169 | -| bplus_2 | -0.189 0.237 -0.258 0.053 -0.618 -0.002 0.091 0.049 1.000 -0.243 0.078 0.025 -0.087 -0.037 0.114 -0.097 -0.131 0.006 -0.048 -0.001 -0.081 0.147 -0.003 -0.020 | -| bplus_1 | -0.081 -0.178 0.102 -0.932 0.074 0.005 -0.070 0.004 -0.243 1.000 0.070 -0.018 -0.006 0.017 -0.050 0.051 0.042 -0.000 0.291 -0.001 0.008 -0.139 -0.119 -0.060 | -| jpsi_p | -0.001 -0.322 0.048 -0.066 -0.329 -0.007 0.354 -0.003 0.078 0.070 1.000 0.028 0.117 -0.001 -0.027 0.029 0.107 0.029 0.008 -0.001 -0.036 -0.037 -0.037 -0.032 | -| DDstar_s | -0.002 0.046 0.008 -0.006 -0.012 -0.002 -0.007 0.001 0.025 -0.018 0.028 1.000 0.021 -0.014 -0.006 0.018 0.035 -0.000 0.007 0.000 -0.004 -0.001 -0.003 -0.001 | -| psi2s_p | 0.019 -0.191 -0.051 0.012 0.222 0.011 0.142 -0.003 -0.087 -0.006 0.117 0.021 1.000 0.123 0.054 -0.195 -0.115 0.031 -0.003 0.005 0.005 -0.018 -0.006 -0.005 | -| p4040_s | 0.019 -0.109 -0.201 -0.045 0.347 0.001 -0.070 -0.006 -0.037 0.017 -0.001 -0.014 0.123 1.000 0.140 -0.169 -0.493 -0.010 0.025 -0.003 0.048 -0.025 -0.005 0.001 | -| p4415_s | 0.001 -0.002 -0.140 -0.040 0.200 0.002 0.003 -0.002 0.114 -0.050 -0.027 -0.006 0.054 0.140 1.000 0.079 0.019 -0.005 0.028 -0.001 0.294 -0.015 -0.009 -0.004 | -| p4040_p | 0.024 -0.142 0.107 -0.005 -0.162 -0.006 0.000 -0.007 -0.097 0.051 0.029 0.018 -0.195 -0.169 0.079 1.000 0.119 0.018 -0.006 0.001 0.361 -0.021 -0.001 -0.000 | -| p4160_p | 0.018 -0.176 0.279 0.040 -0.286 -0.009 0.134 -0.002 -0.131 0.042 0.107 0.035 -0.115 -0.493 0.019 0.119 1.000 0.024 -0.028 0.001 -0.127 -0.005 0.005 0.001 | -| Dbar_s | -0.001 0.014 0.010 0.001 0.013 -0.002 0.014 0.001 0.006 -0.000 0.029 -0.000 0.031 -0.010 -0.005 0.018 0.024 1.000 -0.001 -0.000 -0.003 0.002 0.001 0.000 | -| rho_s | 0.182 0.090 -0.009 -0.345 0.028 0.001 0.039 -0.013 -0.048 0.291 0.008 0.007 -0.003 0.025 0.028 -0.006 -0.028 -0.001 1.000 -0.000 0.029 -0.107 -0.063 0.114 | -| p3770_s | -0.000 0.003 0.000 0.001 0.001 -0.001 0.003 0.000 -0.001 -0.001 -0.001 0.000 0.005 -0.003 -0.001 0.001 0.001 -0.000 -0.000 1.000 -0.001 0.000 0.000 0.000 | -| p4160_s | 0.036 -0.074 -0.203 -0.044 0.257 0.001 -0.055 -0.011 -0.081 0.008 -0.036 -0.004 0.005 0.048 0.294 0.361 -0.127 -0.003 0.029 -0.001 1.000 -0.040 -0.007 0.000 | -| phi_s | -0.082 -0.034 -0.027 0.159 -0.066 0.000 -0.017 0.425 0.147 -0.139 -0.037 -0.001 -0.018 -0.025 -0.015 -0.021 -0.005 0.002 -0.107 0.000 -0.040 1.000 0.026 0.012 | -| omega_s | 0.173 -0.039 0.004 0.136 -0.004 0.000 -0.014 -0.185 -0.003 -0.119 -0.037 -0.003 -0.006 -0.005 -0.009 -0.001 0.005 0.001 -0.063 0.000 -0.007 0.026 1.000 0.933 | -| omega_p | 0.119 -0.023 0.005 0.068 0.006 0.000 -0.006 -0.169 -0.020 -0.060 -0.032 -0.001 -0.005 0.001 -0.004 -0.000 0.001 0.000 0.114 0.000 0.000 0.012 0.933 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.27063139635097144}), (, {'error': 0.34714833414699675}), (, {'error': 0.22548300678860578}), (, {'error': 0.0341463380155983}), (, {'error': 0.16578345261699534}), (, {'error': 0.03912547650448861}), (, {'error': 0.2983316198166417}), (, {'error': 0.13197801363299844}), (, {'error': 0.08134148287542753}), (, {'error': 0.0666953075512744}), (, {'error': 0.02465248228071326}), (, {'error': 0.026874784070272217}), (, {'error': 0.028699177202234694}), (, {'error': 0.1750555546042396}), (, {'error': 0.19476854367254448}), (, {'error': 0.23404537415424986}), (, {'error': 0.10407262723464039}), (, {'error': 0.017084458487253484}), (, {'error': 0.3500703493949409}), (, {'error': 0.009487788544826958}), (, {'error': 0.17310806335949847}), (, {'error': 0.959165726340391}), (, {'error': 4.1408159050843185}), (, {'error': 0.656165294532653})]) -Toy 1/25 -Time taken: 5 min, 4 s -Projected time left: 2 h, 1 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1477 (1477 total) | -| EDM = 0.00134 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297269.2589521583 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -3.3 | 3.1 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.447 | 0.012 | | | -2 | 2 | | -| 4 | Ctt | -0.011E-1 | 2.281E-1 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 4.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -5.55 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.17 | 0.07 | | | -2 | 2 | | -| 9 | bplus_1 | -0.877 | 0.026 | | | -2 | 2 | | -| 10| jpsi_p | -4.69 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.16 | 0.14 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.50 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -3.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | 3.78 | 0.31 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.29 | 0.07 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.1 | 0.4 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.13 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 20.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 9.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -5.72 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.014 0.033 -0.154 0.060 -0.011 -0.012 -0.278 0.264 0.048 0.017 0.075 0.015 0.029 -0.021 0.024 0.015 0.005 0.038 0.023 0.048 -0.130 0.044 -0.439 | -| DDstar_p | -0.014 1.000 -0.930 0.328 0.595 -0.720 -0.456 -0.078 0.130 0.392 -0.964 -0.672 -0.822 -0.122 0.233 -0.908 -0.948 -0.196 0.189 -0.791 -0.421 -0.089 -0.030 0.044 | -| p4415_p | 0.033 -0.930 1.000 -0.314 -0.559 0.677 0.406 0.066 -0.059 -0.396 0.895 0.645 0.747 0.040 -0.275 0.860 0.913 0.171 -0.172 0.730 0.342 0.072 0.026 -0.048 | -| bplus_0 | -0.154 0.328 -0.314 1.000 0.127 -0.158 -0.032 -0.013 -0.090 -0.336 -0.297 -0.368 -0.271 -0.031 0.148 -0.288 -0.304 -0.070 0.249 -0.232 -0.121 -0.048 -0.019 0.133 | -| Ctt | 0.060 0.595 -0.559 0.127 1.000 -0.529 -0.584 -0.063 0.535 0.126 -0.648 -0.452 -0.374 0.168 0.275 -0.579 -0.640 -0.104 0.134 -0.484 -0.066 -0.082 -0.021 0.012 | -| p3770_p | -0.011 -0.720 0.677 -0.158 -0.529 1.000 0.539 0.058 -0.093 -0.190 0.696 0.417 0.571 0.021 -0.190 0.680 0.716 0.096 -0.101 0.448 0.266 0.059 0.018 -0.013 | -| Dbar_p | -0.012 -0.456 0.406 -0.032 -0.584 0.539 1.000 0.035 -0.076 -0.009 0.492 0.534 0.359 0.018 -0.061 0.383 0.444 0.047 -0.019 0.297 0.115 0.026 0.009 0.010 | -| phi_p | -0.278 -0.078 0.066 -0.013 -0.063 0.058 0.035 1.000 -0.097 -0.046 0.069 0.043 0.062 0.000 -0.016 0.065 0.072 0.014 -0.116 0.055 0.017 0.610 -0.038 0.078 | -| bplus_2 | 0.264 0.130 -0.059 -0.090 0.535 -0.093 -0.076 -0.097 1.000 -0.209 -0.159 0.063 -0.078 0.029 -0.073 -0.102 -0.113 -0.011 0.129 -0.118 0.034 -0.150 -0.020 -0.050 | -| bplus_1 | 0.048 0.392 -0.396 -0.336 0.126 -0.190 -0.009 -0.046 -0.209 1.000 -0.367 -0.508 -0.330 -0.047 0.198 -0.363 -0.375 -0.087 0.064 -0.298 -0.172 -0.039 -0.011 -0.008 | -| jpsi_p | 0.017 -0.964 0.895 -0.297 -0.648 0.696 0.492 0.069 -0.159 -0.367 1.000 0.682 0.795 0.122 -0.227 0.871 0.915 0.166 -0.177 0.771 0.393 0.074 0.024 -0.045 | -| DDstar_s | 0.075 -0.672 0.645 -0.368 -0.452 0.417 0.534 0.043 0.063 -0.508 0.682 1.000 0.581 0.199 -0.099 0.593 0.606 0.124 -0.191 0.499 0.365 0.053 0.023 -0.074 | -| psi2s_p | 0.015 -0.822 0.747 -0.271 -0.374 0.571 0.359 0.062 -0.078 -0.330 0.795 0.581 1.000 0.146 -0.163 0.699 0.751 0.140 -0.153 0.542 0.333 0.069 0.023 -0.038 | -| p4040_s | 0.029 -0.122 0.040 -0.031 0.168 0.021 0.018 0.000 0.029 -0.047 0.122 0.199 0.146 1.000 0.126 0.025 -0.047 0.042 -0.007 0.193 0.056 -0.006 0.002 -0.009 | -| p4415_s | -0.021 0.233 -0.275 0.148 0.275 -0.190 -0.061 -0.016 -0.073 0.198 -0.227 -0.099 -0.163 0.126 1.000 -0.188 -0.238 -0.039 0.070 -0.163 0.182 -0.024 -0.008 0.026 | -| p4040_p | 0.024 -0.908 0.860 -0.288 -0.579 0.680 0.383 0.065 -0.102 -0.363 0.871 0.593 0.699 0.025 -0.188 1.000 0.868 0.159 -0.165 0.697 0.510 0.071 0.025 -0.043 | -| p4160_p | 0.015 -0.948 0.913 -0.304 -0.640 0.716 0.444 0.072 -0.113 -0.375 0.915 0.606 0.751 -0.047 -0.238 0.868 1.000 0.166 -0.176 0.732 0.342 0.081 0.027 -0.042 | -| Dbar_s | 0.005 -0.196 0.171 -0.070 -0.104 0.096 0.047 0.014 -0.011 -0.087 0.166 0.124 0.140 0.042 -0.039 0.159 0.166 1.000 -0.039 0.132 0.090 0.017 0.006 -0.011 | -| rho_s | 0.038 0.189 -0.172 0.249 0.134 -0.101 -0.019 -0.116 0.129 0.064 -0.177 -0.191 -0.153 -0.007 0.070 -0.165 -0.176 -0.039 1.000 -0.138 -0.054 -0.129 -0.030 0.346 | -| p3770_s | 0.023 -0.791 0.730 -0.232 -0.484 0.448 0.297 0.055 -0.118 -0.298 0.771 0.499 0.542 0.193 -0.163 0.697 0.732 0.132 -0.138 1.000 0.356 0.057 0.021 -0.036 | -| p4160_s | 0.048 -0.421 0.342 -0.121 -0.066 0.266 0.115 0.017 0.034 -0.172 0.393 0.365 0.333 0.056 0.182 0.510 0.342 0.090 -0.054 0.356 1.000 0.009 0.009 -0.024 | -| phi_s | -0.130 -0.089 0.072 -0.048 -0.082 0.059 0.026 0.610 -0.150 -0.039 0.074 0.053 0.069 -0.006 -0.024 0.071 0.081 0.017 -0.129 0.057 0.009 1.000 0.011 0.035 | -| omega_s | 0.044 -0.030 0.026 -0.019 -0.021 0.018 0.009 -0.038 -0.020 -0.011 0.024 0.023 0.023 0.002 -0.008 0.025 0.027 0.006 -0.030 0.021 0.009 0.011 1.000 0.501 | -| omega_p | -0.439 0.044 -0.048 0.133 0.012 -0.013 0.010 0.078 -0.050 -0.008 -0.045 -0.074 -0.038 -0.009 0.026 -0.043 -0.042 -0.011 0.346 -0.036 -0.024 0.035 0.501 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6062069249190469}), (, {'error': 3.082617089613895}), (, {'error': 0.3753412708727968}), (, {'error': 0.011773324425508491}), (, {'error': 0.22814828689357136}), (, {'error': 0.18260332993493122}), (, {'error': 0.5183559844524153}), (, {'error': 0.18163705009450304}), (, {'error': 0.07086785356965475}), (, {'error': 0.025980950510755996}), (, {'error': 0.09113488981024842}), (, {'error': 0.1394768490949602}), (, {'error': 0.0552784589378712}), (, {'error': 0.17003284238951877}), (, {'error': 0.18701946464076136}), (, {'error': 0.3833891344177629}), (, {'error': 0.3063561862537103}), (, {'error': 0.06509095196321549}), (, {'error': 0.37802462224734645}), (, {'error': 0.36065455957092274}), (, {'error': 0.1802932200087436}), (, {'error': 0.9726450790745638}), (, {'error': 0.9158411034968754}), (, {'error': 0.2735439531092245})]) -Toy 2/25 -Time taken: 10 min, 27 s -Projected time left: 1 h, 59 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1388 (1388 total) | -| EDM = 2.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297366.62104389194 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 0.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -1.40 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.413 | 0.016 | | | -2 | 2 | | -| 4 | Ctt | -0.75 | 0.20 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.56 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 4.17 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.35 | 0.07 | | | -2 | 2 | | -| 9 | bplus_1 | -0.76 | 0.03 | | | -2 | 2 | | -| 10| jpsi_p | 1.714 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.23 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.19 | 0.18 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 3.13 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.74 | 0.24 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 1.13 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.003 0.018 -0.045 0.035 -0.010 -0.001 0.028 0.088 0.040 -0.006 0.000 0.005 0.014 0.014 0.010 -0.000 -0.000 0.051 0.003 -0.000 0.044 0.020 -0.080 | -| DDstar_p | 0.003 1.000 0.296 0.011 -0.166 0.043 -0.061 0.002 -0.006 -0.276 0.473 0.008 0.207 -0.097 0.023 0.364 -0.005 -0.008 -0.064 0.158 0.015 -0.000 0.006 -0.036 | -| p4415_p | 0.018 0.296 1.000 0.032 -0.033 0.113 0.162 -0.002 0.200 -0.223 0.174 0.001 0.022 -0.256 0.013 0.183 0.001 0.003 -0.016 0.104 0.015 -0.025 0.008 -0.006 | -| bplus_0 | -0.045 0.011 0.032 1.000 0.014 0.016 -0.003 -0.003 -0.026 -0.886 0.047 -0.000 0.007 0.020 0.034 0.041 -0.001 -0.003 0.306 0.048 0.000 -0.028 -0.032 0.191 | -| Ctt | 0.035 -0.166 -0.033 0.014 1.000 -0.072 0.215 -0.007 0.747 -0.152 -0.405 0.008 0.235 0.394 0.253 -0.129 -0.001 0.022 0.049 -0.196 -0.014 -0.051 0.003 0.039 | -| p3770_p | -0.010 0.043 0.113 0.016 -0.072 1.000 0.034 -0.003 -0.006 -0.067 0.027 -0.022 0.078 -0.158 -0.032 0.151 -0.002 -0.037 -0.013 -0.224 0.007 0.005 -0.000 -0.009 | -| Dbar_p | -0.001 -0.061 0.162 -0.003 0.215 0.034 1.000 0.002 -0.040 -0.144 0.256 -0.004 0.242 -0.126 -0.011 0.286 -0.003 0.012 -0.041 0.284 0.009 0.006 0.003 -0.024 | -| phi_p | 0.028 0.002 -0.002 -0.003 -0.007 -0.003 0.002 1.000 -0.011 0.004 -0.010 0.000 -0.002 -0.002 -0.003 -0.002 0.000 0.000 0.017 -0.002 -0.000 0.596 -0.001 0.037 | -| bplus_2 | 0.088 -0.006 0.200 -0.026 0.747 -0.006 -0.040 -0.011 1.000 -0.208 -0.297 0.018 0.057 0.179 0.117 0.001 -0.002 0.013 0.051 -0.118 -0.003 -0.109 0.021 0.044 | -| bplus_1 | 0.040 -0.276 -0.223 -0.886 -0.152 -0.067 -0.144 0.004 -0.208 1.000 -0.098 -0.027 -0.082 0.068 0.037 -0.164 0.002 -0.016 -0.233 -0.078 -0.008 0.028 0.027 -0.150 | -| jpsi_p | -0.006 0.473 0.174 0.047 -0.405 0.027 0.256 -0.010 -0.297 -0.098 1.000 -0.016 0.155 -0.183 -0.088 0.269 -0.002 -0.029 -0.040 0.254 0.014 -0.016 0.012 -0.026 | -| DDstar_s | 0.000 0.008 0.001 -0.000 0.008 -0.022 -0.004 0.000 0.018 -0.027 -0.016 1.000 -0.003 0.011 0.005 -0.008 -0.000 -0.001 -0.004 -0.014 -0.001 0.000 0.000 -0.003 | -| psi2s_p | 0.005 0.207 0.022 0.007 0.235 0.078 0.242 -0.002 0.057 -0.082 0.155 -0.003 1.000 0.069 0.020 -0.050 0.001 -0.005 -0.011 -0.329 0.001 -0.010 0.004 -0.005 | -| p4040_s | 0.014 -0.097 -0.256 0.020 0.394 -0.158 -0.126 -0.002 0.179 0.068 -0.183 0.011 0.069 1.000 0.082 -0.304 0.008 0.011 0.045 0.002 -0.016 -0.022 -0.000 0.030 | -| p4415_s | 0.014 0.023 0.013 0.034 0.253 -0.032 -0.011 -0.003 0.117 0.037 -0.088 0.005 0.020 0.082 1.000 0.084 -0.004 0.004 0.036 -0.008 0.002 -0.024 0.001 0.025 | -| p4040_p | 0.010 0.364 0.183 0.041 -0.129 0.151 0.286 -0.002 0.001 -0.164 0.269 -0.008 -0.050 -0.304 0.084 1.000 -0.005 -0.005 -0.022 0.190 0.003 -0.018 0.007 -0.011 | -| p4160_p | -0.000 -0.005 0.001 -0.001 -0.001 -0.002 -0.003 0.000 -0.002 0.002 -0.002 -0.000 0.001 0.008 -0.004 -0.005 1.000 -0.000 -0.000 -0.002 -0.002 0.001 -0.000 -0.000 | -| Dbar_s | -0.000 -0.008 0.003 -0.003 0.022 -0.037 0.012 0.000 0.013 -0.016 -0.029 -0.001 -0.005 0.011 0.004 -0.005 -0.000 1.000 -0.003 -0.010 -0.001 0.001 0.000 -0.002 | -| rho_s | 0.051 -0.064 -0.016 0.306 0.049 -0.013 -0.041 0.017 0.051 -0.233 -0.040 -0.004 -0.011 0.045 0.036 -0.022 -0.000 -0.003 1.000 -0.014 -0.002 0.010 -0.072 0.712 | -| p3770_s | 0.003 0.158 0.104 0.048 -0.196 -0.224 0.284 -0.002 -0.118 -0.078 0.254 -0.014 -0.329 0.002 -0.008 0.190 -0.002 -0.010 -0.014 1.000 0.006 -0.011 0.004 -0.007 | -| p4160_s | -0.000 0.015 0.015 0.000 -0.014 0.007 0.009 -0.000 -0.003 -0.008 0.014 -0.001 0.001 -0.016 0.002 0.003 -0.002 -0.001 -0.002 0.006 1.000 0.000 0.000 -0.001 | -| phi_s | 0.044 -0.000 -0.025 -0.028 -0.051 0.005 0.006 0.596 -0.109 0.028 -0.016 0.000 -0.010 -0.022 -0.024 -0.018 0.001 0.001 0.010 -0.011 0.000 1.000 -0.013 0.013 | -| omega_s | 0.020 0.006 0.008 -0.032 0.003 -0.000 0.003 -0.001 0.021 0.027 0.012 0.000 0.004 -0.000 0.001 0.007 -0.000 0.000 -0.072 0.004 0.000 -0.013 1.000 -0.296 | -| omega_p | -0.080 -0.036 -0.006 0.191 0.039 -0.009 -0.024 0.037 0.044 -0.150 -0.026 -0.003 -0.005 0.030 0.025 -0.011 -0.000 -0.002 0.712 -0.007 -0.001 0.013 -0.296 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31671448301344096}), (, {'error': 0.3337761022514858}), (, {'error': 0.18079936191410884}), (, {'error': 0.016409352639184638}), (, {'error': 0.20251425712054705}), (, {'error': 0.10521978564032808}), (, {'error': 0.2921324493637947}), (, {'error': 0.49742966293694124}), (, {'error': 0.07397762418511145}), (, {'error': 0.03180687809197713}), (, {'error': 0.030765449326970007}), (, {'error': 0.014349920327457466}), (, {'error': 0.03302614226348055}), (, {'error': 0.17119776092369632}), (, {'error': 0.17655661801439548}), (, {'error': 0.14060056582742053}), (, {'error': 0.009993065231335141}), (, {'error': 0.014249325276877611}), (, {'error': 0.4122324307427966}), (, {'error': 0.24016442585091857}), (, {'error': 0.014663088956738679}), (, {'error': 1.0133512679611618}), (, {'error': 3.2297313591467374}), (, {'error': 0.25489092551150927})]) -Toy 3/25 -Time taken: 15 min, 35 s -Projected time left: 1 h, 54 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=253 (253 total) | -| EDM = 2.35E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297506.3485956125 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.30 | 0.36 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.37 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.38 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.470 | 0.005 | | | -2 | 2 | | -| 4 | Ctt | 0.22 | 0.10 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -6.278 | 0.014 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 5.42 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.030 | 0.047 | | | -2 | 2 | | -| 9 | bplus_1 | -0.932 | 0.010 | | | -2 | 2 | | -| 10| jpsi_p | -1.577 | 0.022 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.008 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 2.115 | 0.023 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.54 | 0.13 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.95 | 0.15 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.03 | 0.26 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | 4.23 | 0.07 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.005 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.33 | 0.26 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.920 | 0.010 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.31 | 0.13 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16 | 6 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 5.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.065 0.031 0.021 -0.019 0.002 -0.009 0.751 0.303 0.093 -0.307 0.002 -0.048 0.027 0.001 0.007 -0.007 0.002 0.281 -0.002 0.031 0.753 0.231 0.240 | -| DDstar_p | -0.065 1.000 0.009 0.256 0.017 -0.004 -0.098 -0.071 -0.020 0.266 0.105 0.007 -0.025 -0.104 -0.104 0.038 0.095 0.004 0.014 0.005 -0.082 -0.071 -0.030 -0.033 | -| p4415_p | 0.031 0.009 1.000 -0.052 -0.096 -0.003 -0.010 0.018 0.154 -0.054 -0.006 0.006 -0.051 -0.125 -0.097 0.077 0.150 0.004 0.000 0.002 -0.191 0.018 0.007 0.008 | -| bplus_0 | 0.021 0.256 -0.052 1.000 -0.040 -0.002 0.134 0.006 -0.150 -0.415 -0.052 -0.003 0.061 0.069 0.114 -0.030 -0.036 -0.003 0.077 0.000 0.088 0.004 -0.020 -0.007 | -| Ctt | -0.019 0.017 -0.096 -0.040 1.000 0.019 -0.126 -0.027 0.421 -0.023 0.177 0.001 0.061 0.121 0.179 -0.227 -0.253 0.007 -0.002 -0.000 0.155 -0.027 -0.010 -0.012 | -| p3770_p | 0.002 -0.004 -0.003 -0.002 0.019 1.000 -0.006 0.003 0.001 -0.002 0.001 -0.001 0.023 -0.005 0.002 -0.001 -0.005 -0.001 0.001 -0.009 -0.001 0.003 0.001 0.001 | -| Dbar_p | -0.009 -0.098 -0.010 0.134 -0.126 -0.006 1.000 -0.016 0.063 0.137 0.218 0.001 0.081 -0.056 -0.019 -0.021 0.055 0.005 0.010 0.008 -0.035 -0.017 -0.009 -0.008 | -| phi_p | 0.751 -0.071 0.018 0.006 -0.027 0.003 -0.016 1.000 0.230 0.074 -0.327 0.002 -0.066 0.013 -0.003 -0.002 -0.019 0.002 0.221 -0.002 0.018 0.996 0.212 0.344 | -| bplus_2 | 0.303 -0.020 0.154 -0.150 0.421 0.001 0.063 0.230 1.000 -0.188 -0.069 0.001 -0.049 0.043 -0.049 0.057 0.080 -0.001 0.053 0.000 0.065 0.223 0.071 0.094 | -| bplus_1 | 0.093 0.266 -0.054 -0.415 -0.023 -0.002 0.137 0.074 -0.188 1.000 -0.059 -0.003 0.055 0.068 0.115 -0.032 -0.044 -0.003 0.020 -0.000 0.086 0.073 0.025 0.031 | -| jpsi_p | -0.307 0.105 -0.006 -0.052 0.177 0.001 0.218 -0.327 -0.069 -0.059 1.000 0.015 -0.028 -0.055 -0.027 -0.024 0.008 0.008 -0.064 0.002 -0.044 -0.324 -0.097 -0.131 | -| DDstar_s | 0.002 0.007 0.006 -0.003 0.001 -0.001 0.001 0.002 0.001 -0.003 0.015 1.000 0.014 0.007 0.001 0.005 0.012 -0.000 0.000 0.000 0.004 0.002 0.001 0.001 | -| psi2s_p | -0.048 -0.025 -0.051 0.061 0.061 0.023 0.081 -0.066 -0.049 0.055 -0.028 0.014 1.000 -0.113 -0.030 -0.147 -0.062 0.013 -0.008 0.012 -0.083 -0.067 -0.021 -0.027 | -| p4040_s | 0.027 -0.104 -0.125 0.069 0.121 -0.005 -0.056 0.013 0.043 0.068 -0.055 0.007 -0.113 1.000 0.087 0.058 -0.342 0.003 0.008 -0.002 0.091 0.012 0.002 0.004 | -| p4415_s | 0.001 -0.104 -0.097 0.114 0.179 0.002 -0.019 -0.003 -0.049 0.115 -0.027 0.001 -0.030 0.087 1.000 0.057 0.078 0.000 0.009 -0.002 0.179 -0.004 -0.004 -0.003 | -| p4040_p | 0.007 0.038 0.077 -0.030 -0.227 -0.001 -0.021 -0.002 0.057 -0.032 -0.024 0.005 -0.147 0.058 0.057 1.000 0.108 0.006 -0.004 0.006 0.298 -0.002 0.001 -0.000 | -| p4160_p | -0.007 0.095 0.150 -0.036 -0.253 -0.005 0.055 -0.019 0.080 -0.044 0.008 0.012 -0.062 -0.342 0.078 0.108 1.000 0.008 -0.008 0.005 -0.074 -0.019 -0.004 -0.007 | -| Dbar_s | 0.002 0.004 0.004 -0.003 0.007 -0.001 0.005 0.002 -0.001 -0.003 0.008 -0.000 0.013 0.003 0.000 0.006 0.008 1.000 0.000 -0.000 0.002 0.002 0.001 0.001 | -| rho_s | 0.281 0.014 0.000 0.077 -0.002 0.001 0.010 0.221 0.053 0.020 -0.064 0.000 -0.008 0.008 0.009 -0.004 -0.008 0.000 1.000 -0.000 0.011 0.219 -0.106 0.168 | -| p3770_s | -0.002 0.005 0.002 0.000 -0.000 -0.009 0.008 -0.002 0.000 -0.000 0.002 0.000 0.012 -0.002 -0.002 0.006 0.005 -0.000 -0.000 1.000 -0.001 -0.002 -0.001 -0.001 | -| p4160_s | 0.031 -0.082 -0.191 0.088 0.155 -0.001 -0.035 0.018 0.065 0.086 -0.044 0.004 -0.083 0.091 0.179 0.298 -0.074 0.002 0.011 -0.001 1.000 0.017 0.003 0.006 | -| phi_s | 0.753 -0.071 0.018 0.004 -0.027 0.003 -0.017 0.996 0.223 0.073 -0.324 0.002 -0.067 0.012 -0.004 -0.002 -0.019 0.002 0.219 -0.002 0.017 1.000 0.216 0.346 | -| omega_s | 0.231 -0.030 0.007 -0.020 -0.010 0.001 -0.009 0.212 0.071 0.025 -0.097 0.001 -0.021 0.002 -0.004 0.001 -0.004 0.001 -0.106 -0.001 0.003 0.216 1.000 0.763 | -| omega_p | 0.240 -0.033 0.008 -0.007 -0.012 0.001 -0.008 0.344 0.094 0.031 -0.131 0.001 -0.027 0.004 -0.003 -0.000 -0.007 0.001 0.168 -0.001 0.006 0.346 0.763 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35866528967617306}), (, {'error': 0.1428319811213692}), (, {'error': 0.18085220639292832}), (, {'error': 0.005441404201933064}), (, {'error': 0.10137134703644235}), (, {'error': 0.014355299308886238}), (, {'error': 0.14989165819421757}), (, {'error': 9.571269907182122}), (, {'error': 0.04723425712798135}), (, {'error': 0.010427115738746218}), (, {'error': 0.021794862564500583}), (, {'error': 0.007630171858408086}), (, {'error': 0.022549550558908393}), (, {'error': 0.1307812016646858}), (, {'error': 0.1534120439851563}), (, {'error': 0.2558448586127102}), (, {'error': 0.07201225732373029}), (, {'error': 0.004900582827205124}), (, {'error': 0.26219930117735335}), (, {'error': 0.010349508383146688}), (, {'error': 0.12851433194558415}), (, {'error': 5.510433401469002}), (, {'error': 1.3236147357341483}), (, {'error': 0.4021020602205554})]) -Toy 4/25 -Time taken: 18 min, 15 s -Projected time left: 1 h, 35 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3E+05 | Ncalls=544 (555 total) | -| EDM = 9.11E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299952.63050809846 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -5.873 | 0.004 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -3.908 | 0.012 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.806 | 0.008 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.88 | 0.08 | | | -2 | 2 | | -| 4 | Ctt | -1.392 | 0.001 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 4.133 | 0.007 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -0.91 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.904 | 0.004 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -1.217 | 0.006 | | | -2 | 2 | | -| 9 | bplus_1 | 1.177 | 0.004 | | | -2 | 2 | | -| 10| jpsi_p | 0.414E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -2.997E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 3.751 | 0.004 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.067 | 0.002 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.366 | 0.002 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 5.625 | 0.018 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -3 | 8 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -2.994E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.393 | 0.002 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.939 | 0.001 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 1.753 | 0.022 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16.776 | 0.008 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 4.705 | 0.003 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -6.027 | 0.004 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.094 0.044 0.103 -0.041 -0.031 -0.102 0.007 0.078 0.099 -0.027 -0.002 -0.053 -0.050 0.007 -0.095 -0.103 -0.001 0.004 -0.002 -0.102 -0.003 -0.000 0.001 | -| DDstar_p | 0.094 1.000 0.383 0.908 -0.362 -0.271 -0.898 0.058 0.691 0.872 -0.240 -0.019 -0.465 -0.437 0.059 -0.831 -0.910 -0.012 0.034 -0.018 -0.901 -0.028 -0.003 0.013 | -| p4415_p | 0.044 0.383 1.000 0.420 -0.167 -0.125 -0.416 0.027 0.320 0.404 -0.112 -0.009 -0.215 -0.202 0.028 -0.385 -0.421 -0.006 0.016 -0.008 -0.417 -0.013 -0.001 0.006 | -| bplus_0 | 0.103 0.908 0.420 1.000 -0.397 -0.297 -0.986 0.064 0.759 0.957 -0.264 -0.021 -0.511 -0.479 0.065 -0.912 -0.999 -0.013 0.037 -0.019 -0.989 -0.030 -0.003 0.014 | -| Ctt | -0.041 -0.362 -0.167 -0.397 1.000 0.118 0.393 -0.025 -0.302 -0.381 0.106 0.008 0.203 0.191 -0.026 0.363 0.397 0.005 -0.015 0.008 0.394 0.012 0.001 -0.006 | -| p3770_p | -0.031 -0.271 -0.125 -0.297 0.118 1.000 0.294 -0.019 -0.226 -0.285 0.079 0.006 0.153 0.143 -0.019 0.272 0.298 0.004 -0.011 0.006 0.295 0.009 0.001 -0.004 | -| Dbar_p | -0.102 -0.898 -0.416 -0.986 0.393 0.294 1.000 -0.063 -0.750 -0.946 0.261 0.021 0.505 0.474 -0.064 0.902 0.987 0.013 -0.037 0.019 0.978 0.030 0.003 -0.014 | -| phi_p | 0.007 0.058 0.027 0.064 -0.025 -0.019 -0.063 1.000 0.048 0.061 -0.017 -0.001 -0.033 -0.031 0.004 -0.058 -0.064 -0.001 0.002 -0.001 -0.063 -0.002 -0.000 0.001 | -| bplus_2 | 0.078 0.691 0.320 0.759 -0.302 -0.226 -0.750 0.048 1.000 0.728 -0.201 -0.016 -0.389 -0.365 0.050 -0.694 -0.760 -0.010 0.028 -0.015 -0.752 -0.023 -0.002 0.011 | -| bplus_1 | 0.099 0.872 0.404 0.957 -0.381 -0.285 -0.946 0.061 0.728 1.000 -0.254 -0.020 -0.490 -0.460 0.063 -0.876 -0.959 -0.013 0.036 -0.019 -0.949 -0.029 -0.003 0.014 | -| jpsi_p | -0.027 -0.240 -0.112 -0.264 0.106 0.079 0.261 -0.017 -0.201 -0.254 1.000 0.006 0.135 0.127 -0.017 0.242 0.265 0.003 -0.010 0.005 0.263 0.008 0.001 -0.004 | -| DDstar_s | -0.002 -0.019 -0.009 -0.021 0.008 0.006 0.021 -0.001 -0.016 -0.020 0.006 1.000 0.011 0.010 -0.001 0.019 0.021 0.000 -0.001 0.000 0.021 0.001 0.000 -0.000 | -| psi2s_p | -0.053 -0.465 -0.215 -0.511 0.203 0.153 0.505 -0.033 -0.389 -0.490 0.135 0.011 1.000 0.246 -0.033 0.468 0.512 0.007 -0.019 0.010 0.507 0.016 0.002 -0.007 | -| p4040_s | -0.050 -0.437 -0.202 -0.479 0.191 0.143 0.474 -0.031 -0.365 -0.460 0.127 0.010 0.246 1.000 -0.031 0.438 0.480 0.006 -0.018 0.009 0.475 0.015 0.002 -0.007 | -| p4415_s | 0.007 0.059 0.028 0.065 -0.026 -0.019 -0.064 0.004 0.050 0.063 -0.017 -0.001 -0.033 -0.031 1.000 -0.060 -0.065 -0.001 0.002 -0.001 -0.065 -0.002 -0.000 0.001 | -| p4040_p | -0.095 -0.831 -0.385 -0.912 0.363 0.272 0.902 -0.058 -0.694 -0.876 0.242 0.019 0.468 0.438 -0.060 1.000 0.914 0.012 -0.034 0.018 0.905 0.028 0.003 -0.013 | -| p4160_p | -0.103 -0.910 -0.421 -0.999 0.397 0.298 0.987 -0.064 -0.760 -0.959 0.265 0.021 0.512 0.480 -0.065 0.914 1.000 0.013 -0.037 0.019 0.990 0.030 0.003 -0.014 | -| Dbar_s | -0.001 -0.012 -0.006 -0.013 0.005 0.004 0.013 -0.001 -0.010 -0.013 0.003 0.000 0.007 0.006 -0.001 0.012 0.013 1.000 -0.000 0.000 0.013 0.000 0.000 -0.000 | -| rho_s | 0.004 0.034 0.016 0.037 -0.015 -0.011 -0.037 0.002 0.028 0.036 -0.010 -0.001 -0.019 -0.018 0.002 -0.034 -0.037 -0.000 1.000 -0.001 -0.037 -0.001 -0.000 0.001 | -| p3770_s | -0.002 -0.018 -0.008 -0.019 0.008 0.006 0.019 -0.001 -0.015 -0.019 0.005 0.000 0.010 0.009 -0.001 0.018 0.019 0.000 -0.001 1.000 0.019 0.001 0.000 -0.000 | -| p4160_s | -0.102 -0.901 -0.417 -0.989 0.394 0.295 0.978 -0.063 -0.752 -0.949 0.263 0.021 0.507 0.475 -0.065 0.905 0.990 0.013 -0.037 0.019 1.000 0.030 0.003 -0.014 | -| phi_s | -0.003 -0.028 -0.013 -0.030 0.012 0.009 0.030 -0.002 -0.023 -0.029 0.008 0.001 0.016 0.015 -0.002 0.028 0.030 0.000 -0.001 0.001 0.030 1.000 0.000 -0.000 | -| omega_s | -0.000 -0.003 -0.001 -0.003 0.001 0.001 0.003 -0.000 -0.002 -0.003 0.001 0.000 0.002 0.002 -0.000 0.003 0.003 0.000 -0.000 0.000 0.003 0.000 1.000 0.000 | -| omega_p | 0.001 0.013 0.006 0.014 -0.006 -0.004 -0.014 0.001 0.011 0.014 -0.004 -0.000 -0.007 -0.007 0.001 -0.013 -0.014 -0.000 0.001 -0.000 -0.014 -0.000 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.004360690634309439}), (, {'error': 0.012293604124173019}), (, {'error': 0.008339092868591358}), (, {'error': 0.08234644651236844}), (, {'error': 0.001461806826920542}), (, {'error': 0.007123963485880402}), (, {'error': 0.1306304190858789}), (, {'error': 0.003932793049917116}), (, {'error': 0.006076499822076364}), (, {'error': 0.00384221520736161}), (, {'error': 0.0018437046678032587}), (, {'error': 2.7257550065246106e-05}), (, {'error': 0.00371407497536147}), (, {'error': 0.0024222965267157726}), (, {'error': 0.0015017881418535328}), (, {'error': 0.017641019597012253}), (, {'error': 7.889711454467289}), (, {'error': 4.183215362393855e-05}), (, {'error': 0.002048793723223863}), (, {'error': 0.0005655530013077836}), (, {'error': 0.021541825443689877}), (, {'error': 0.007667071420451421}), (, {'error': 0.003335787942602586}), (, {'error': 0.003634550531573133})]) -Toy 5/25 -Time taken: 21 min, 30 s -Projected time left: 1 h, 26 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1295 (1295 total) | -| EDM = 0.00823 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297302.0952819162 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.69 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.31 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.372 | 0.006 | | | -2 | 2 | | -| 4 | Ctt | -0.49 | 0.13 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.61 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -1.38 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.17 | 0.05 | | | -2 | 2 | | -| 9 | bplus_1 | 0.706 | 0.011 | | | -2 | 2 | | -| 10| jpsi_p | 4.638 | 0.022 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.867 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.21 | 0.14 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.26 | 0.17 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.26 | 0.13 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | 4.09 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.58 | 0.20 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 1.98 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 19 | 7 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 8.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.19 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.011 0.013 -0.006 0.012 -0.011 0.005 0.158 -0.100 -0.020 -0.078 0.001 -0.007 0.013 0.004 0.001 0.002 0.002 0.100 0.006 0.014 0.160 0.075 0.055 | -| DDstar_p | -0.011 1.000 -0.035 -0.267 0.089 0.101 -0.240 0.027 0.029 -0.296 -0.013 0.035 -0.080 -0.129 -0.097 0.034 0.036 0.000 0.059 0.027 -0.097 0.025 -0.026 0.003 | -| p4415_p | 0.013 -0.035 1.000 0.062 -0.069 0.051 -0.067 -0.005 -0.149 0.087 -0.006 0.035 -0.061 -0.148 -0.074 0.106 0.181 0.017 -0.006 -0.003 -0.194 -0.006 -0.001 0.002 | -| bplus_0 | -0.006 -0.267 0.062 1.000 0.048 -0.023 -0.168 -0.120 -0.149 -0.422 0.102 -0.017 -0.003 -0.055 -0.105 0.040 0.064 -0.007 -0.148 -0.029 -0.069 -0.114 0.066 -0.035 | -| Ctt | 0.012 0.089 -0.069 0.048 1.000 -0.126 -0.232 0.035 -0.486 0.051 0.174 -0.003 0.181 0.228 0.200 -0.223 -0.229 0.001 0.017 -0.070 0.208 0.033 -0.017 0.012 | -| p3770_p | -0.011 0.101 0.051 -0.023 -0.126 1.000 0.187 -0.029 -0.032 -0.056 0.008 0.042 -0.014 -0.055 -0.045 0.110 0.100 0.056 -0.001 -0.261 -0.033 -0.029 0.001 -0.012 | -| Dbar_p | 0.005 -0.240 -0.067 -0.168 -0.232 0.187 1.000 0.042 -0.110 -0.176 0.149 -0.005 -0.053 -0.058 0.010 -0.096 -0.064 0.029 0.046 -0.087 -0.034 0.039 -0.026 0.012 | -| phi_p | 0.158 0.027 -0.005 -0.120 0.035 -0.029 0.042 1.000 -0.124 0.001 -0.254 0.011 -0.041 0.021 0.024 -0.028 -0.031 0.010 0.181 -0.011 0.029 0.995 -0.205 0.283 | -| bplus_2 | -0.100 0.029 -0.149 -0.149 -0.486 -0.032 -0.110 -0.124 1.000 -0.190 -0.041 0.002 0.026 -0.037 0.043 -0.027 -0.067 0.002 -0.058 -0.011 -0.061 -0.113 0.057 -0.060 | -| bplus_1 | -0.020 -0.296 0.087 -0.422 0.051 -0.056 -0.176 0.001 -0.190 1.000 0.035 -0.019 -0.000 -0.040 -0.111 0.050 0.074 -0.007 -0.005 -0.031 -0.060 0.002 0.001 -0.005 | -| jpsi_p | -0.078 -0.013 -0.006 0.102 0.174 0.008 0.149 -0.254 -0.041 0.035 1.000 0.075 -0.028 -0.029 -0.019 -0.043 -0.019 0.063 -0.053 -0.025 -0.029 -0.249 0.049 -0.094 | -| DDstar_s | 0.001 0.035 0.035 -0.017 -0.003 0.042 -0.005 0.011 0.002 -0.019 0.075 1.000 0.039 0.008 -0.008 0.043 0.057 -0.006 0.005 0.040 0.002 0.011 -0.003 0.004 | -| psi2s_p | -0.007 -0.080 -0.061 -0.003 0.181 -0.014 -0.053 -0.041 0.026 -0.000 -0.028 0.039 1.000 -0.044 0.002 -0.157 -0.099 0.041 -0.006 -0.343 -0.047 -0.042 0.005 -0.014 | -| p4040_s | 0.013 -0.129 -0.148 -0.055 0.228 -0.055 -0.058 0.021 -0.037 -0.040 -0.029 0.008 -0.044 1.000 0.103 -0.117 -0.398 0.000 0.015 0.094 0.093 0.018 -0.012 0.009 | -| p4415_s | 0.004 -0.097 -0.074 -0.105 0.200 -0.045 0.010 0.024 0.043 -0.111 -0.019 -0.008 0.002 0.103 1.000 0.040 0.085 -0.003 0.021 0.017 0.194 0.023 -0.012 0.007 | -| p4040_p | 0.001 0.034 0.106 0.040 -0.223 0.110 -0.096 -0.028 -0.027 0.050 -0.043 0.043 -0.157 -0.117 0.040 1.000 0.150 0.033 -0.012 -0.083 0.276 -0.029 0.005 -0.008 | -| p4160_p | 0.002 0.036 0.181 0.064 -0.229 0.100 -0.064 -0.031 -0.067 0.074 -0.019 0.057 -0.099 -0.398 0.085 0.150 1.000 0.036 -0.015 -0.038 -0.117 -0.031 0.006 -0.008 | -| Dbar_s | 0.002 0.000 0.017 -0.007 0.001 0.056 0.029 0.010 0.002 -0.007 0.063 -0.006 0.041 0.000 -0.003 0.033 0.036 1.000 0.003 0.040 -0.002 0.010 -0.002 0.004 | -| rho_s | 0.100 0.059 -0.006 -0.148 0.017 -0.001 0.046 0.181 -0.058 -0.005 -0.053 0.005 -0.006 0.015 0.021 -0.012 -0.015 0.003 1.000 0.001 0.020 0.178 -0.277 0.095 | -| p3770_s | 0.006 0.027 -0.003 -0.029 -0.070 -0.261 -0.087 -0.011 -0.011 -0.031 -0.025 0.040 -0.343 0.094 0.017 -0.083 -0.038 0.040 0.001 1.000 0.031 -0.013 -0.004 -0.002 | -| p4160_s | 0.014 -0.097 -0.194 -0.069 0.208 -0.033 -0.034 0.029 -0.061 -0.060 -0.029 0.002 -0.047 0.093 0.194 0.276 -0.117 -0.002 0.020 0.031 1.000 0.027 -0.015 0.012 | -| phi_s | 0.160 0.025 -0.006 -0.114 0.033 -0.029 0.039 0.995 -0.113 0.002 -0.249 0.011 -0.042 0.018 0.023 -0.029 -0.031 0.010 0.178 -0.013 0.027 1.000 -0.200 0.284 | -| omega_s | 0.075 -0.026 -0.001 0.066 -0.017 0.001 -0.026 -0.205 0.057 0.001 0.049 -0.003 0.005 -0.012 -0.012 0.005 0.006 -0.002 -0.277 -0.004 -0.015 -0.200 1.000 0.527 | -| omega_p | 0.055 0.003 0.002 -0.035 0.012 -0.012 0.012 0.283 -0.060 -0.005 -0.094 0.004 -0.014 0.009 0.007 -0.008 -0.008 0.004 0.095 -0.002 0.012 0.284 0.527 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2279785394786602}), (, {'error': 0.2045761660809391}), (, {'error': 0.14782298852844633}), (, {'error': 0.005903002497037457}), (, {'error': 0.1285415134728929}), (, {'error': 0.07850092802871078}), (, {'error': 0.2361281170368894}), (, {'error': 9.029299059491166}), (, {'error': 0.04568844441265374}), (, {'error': 0.011309112602946314}), (, {'error': 0.02159076232333934}), (, {'error': 0.0342763700407841}), (, {'error': 0.02705106641878441}), (, {'error': 0.14156767038537843}), (, {'error': 0.16720214615319695}), (, {'error': 0.1328675135693791}), (, {'error': 0.0894451719099747}), (, {'error': 0.028346017982395277}), (, {'error': 0.3178746996978382}), (, {'error': 0.20243696420854373}), (, {'error': 0.1479074707594107}), (, {'error': 6.6556708614947375}), (, {'error': 1.0551152435100786}), (, {'error': 0.26380247980840776})]) -Toy 6/25 -Time taken: 26 min, 30 s -Projected time left: 1 h, 23 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1209 (1209 total) | -| EDM = 8.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297122.7093542526 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.016 | 0.288 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.13 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.74 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.512 | 0.022 | | | -2 | 2 | | -| 4 | Ctt | -0.98 | 0.21 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.32 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -4.04 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.32 | 0.10 | | | -2 | 2 | | -| 9 | bplus_1 | -0.95 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | -1.674 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.936 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.036 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.89 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -1.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.91 | 0.23 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.13 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 17.4 | 2.2 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 5.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -0.024 | 0.339 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.027 0.052 -0.097 0.106 -0.027 0.014 -0.155 0.265 0.084 -0.085 0.001 0.001 -0.001 0.038 -0.001 -0.001 0.001 0.173 -0.000 0.075 -0.120 0.427 0.122 | -| DDstar_p | -0.027 1.000 0.004 0.037 -0.090 0.234 -0.045 0.007 -0.226 0.291 0.278 0.018 0.065 0.015 -0.084 -0.006 0.227 0.002 0.050 0.222 -0.087 0.009 -0.026 -0.013 | -| p4415_p | 0.052 0.004 1.000 0.005 -0.037 0.056 -0.058 -0.021 0.202 -0.102 0.009 0.016 -0.092 0.012 -0.082 -0.001 0.210 0.009 0.008 0.032 -0.272 -0.026 0.013 0.007 | -| bplus_0 | -0.097 0.037 0.005 1.000 -0.018 0.035 0.046 0.008 -0.078 -0.865 -0.024 0.000 0.003 0.001 0.020 -0.001 0.020 0.001 0.217 0.048 0.032 -0.004 -0.115 -0.059 | -| Ctt | 0.106 -0.090 -0.037 -0.018 1.000 -0.179 -0.261 -0.023 0.752 -0.193 0.228 0.003 0.101 -0.034 0.252 0.015 -0.355 0.013 0.027 -0.360 0.338 -0.034 0.018 0.009 | -| p3770_p | -0.027 0.234 0.056 0.035 -0.179 1.000 0.371 0.004 -0.104 0.097 0.155 0.008 0.147 0.020 -0.074 -0.010 0.213 0.013 0.018 -0.055 -0.098 0.005 -0.017 -0.010 | -| Dbar_p | 0.014 -0.045 -0.058 0.046 -0.261 0.371 1.000 -0.004 -0.088 0.162 0.317 0.003 0.059 0.006 -0.032 0.000 0.084 0.012 0.043 0.113 -0.085 -0.008 -0.011 -0.004 | -| phi_p | -0.155 0.007 -0.021 0.008 -0.023 0.004 -0.004 1.000 -0.079 -0.011 -0.023 0.001 -0.017 -0.001 -0.014 0.001 -0.012 0.001 -0.043 -0.013 -0.026 0.940 -0.090 0.026 | -| bplus_2 | 0.265 -0.226 0.202 -0.078 0.752 -0.104 -0.088 -0.079 1.000 -0.232 0.127 0.009 -0.038 -0.011 0.082 0.004 -0.092 0.006 0.053 -0.193 0.214 -0.105 0.067 0.038 | -| bplus_1 | 0.084 0.291 -0.102 -0.865 -0.193 0.097 0.162 -0.011 -0.232 1.000 0.071 -0.009 0.070 0.003 0.035 -0.002 0.036 -0.005 -0.152 0.097 -0.017 -0.001 0.093 0.049 | -| jpsi_p | -0.085 0.278 0.009 -0.024 0.228 0.155 0.317 -0.023 0.127 0.071 1.000 0.033 0.007 -0.001 -0.015 0.004 0.026 0.029 0.006 0.008 -0.015 -0.017 -0.046 -0.034 | -| DDstar_s | 0.001 0.018 0.016 0.000 0.003 0.008 0.003 0.001 0.009 -0.009 0.033 1.000 0.023 0.001 0.003 -0.001 0.028 -0.001 -0.001 0.014 0.007 0.001 0.001 0.001 | -| psi2s_p | 0.001 0.065 -0.092 0.003 0.101 0.147 0.059 -0.017 -0.038 0.070 0.007 0.023 1.000 -0.013 -0.022 0.013 -0.119 0.024 0.016 -0.457 -0.076 -0.018 -0.007 -0.006 | -| p4040_s | -0.001 0.015 0.012 0.001 -0.034 0.020 0.006 -0.001 -0.011 0.003 -0.001 0.001 -0.013 1.000 0.000 -0.417 0.027 0.001 0.000 0.005 0.024 -0.000 -0.000 -0.000 | -| p4415_s | 0.038 -0.084 -0.082 0.020 0.252 -0.074 -0.032 -0.014 0.082 0.035 -0.015 0.003 -0.022 0.000 1.000 -0.003 0.026 0.002 0.026 -0.047 0.263 -0.019 0.003 0.002 | -| p4040_p | -0.001 -0.006 -0.001 -0.001 0.015 -0.010 0.000 0.001 0.004 -0.002 0.004 -0.001 0.013 -0.417 -0.003 1.000 -0.001 -0.001 -0.001 -0.004 -0.017 0.001 -0.000 0.000 | -| p4160_p | -0.001 0.227 0.210 0.020 -0.355 0.213 0.084 -0.012 -0.092 0.036 0.026 0.028 -0.119 0.027 0.026 -0.001 1.000 0.019 0.009 0.152 -0.154 -0.013 -0.004 -0.003 | -| Dbar_s | 0.001 0.002 0.009 0.001 0.013 0.013 0.012 0.001 0.006 -0.005 0.029 -0.001 0.024 0.001 0.002 -0.001 0.019 1.000 -0.000 0.020 0.003 0.001 0.000 0.000 | -| rho_s | 0.173 0.050 0.008 0.217 0.027 0.018 0.043 -0.043 0.053 -0.152 0.006 -0.001 0.016 0.000 0.026 -0.001 0.009 -0.000 1.000 0.020 0.036 -0.052 -0.296 -0.137 | -| p3770_s | -0.000 0.222 0.032 0.048 -0.360 -0.055 0.113 -0.013 -0.193 0.097 0.008 0.014 -0.457 0.005 -0.047 -0.004 0.152 0.020 0.020 1.000 -0.026 -0.016 -0.008 -0.005 | -| p4160_s | 0.075 -0.087 -0.272 0.032 0.338 -0.098 -0.085 -0.026 0.214 -0.017 -0.015 0.007 -0.076 0.024 0.263 -0.017 -0.154 0.003 0.036 -0.026 1.000 -0.035 0.010 0.006 | -| phi_s | -0.120 0.009 -0.026 -0.004 -0.034 0.005 -0.008 0.940 -0.105 -0.001 -0.017 0.001 -0.018 -0.000 -0.019 0.001 -0.013 0.001 -0.052 -0.016 -0.035 1.000 -0.057 0.044 | -| omega_s | 0.427 -0.026 0.013 -0.115 0.018 -0.017 -0.011 -0.090 0.067 0.093 -0.046 0.001 -0.007 -0.000 0.003 -0.000 -0.004 0.000 -0.296 -0.008 0.010 -0.057 1.000 0.639 | -| omega_p | 0.122 -0.013 0.007 -0.059 0.009 -0.010 -0.004 0.026 0.038 0.049 -0.034 0.001 -0.006 -0.000 0.002 0.000 -0.003 0.000 -0.137 -0.005 0.006 0.044 0.639 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28797963087947753}), (, {'error': 0.2773251178276144}), (, {'error': 0.2274937491936031}), (, {'error': 0.022416194301197345}), (, {'error': 0.20783194623634843}), (, {'error': 0.11079939616053891}), (, {'error': 0.26708985121194107}), (, {'error': 0.5834029689453719}), (, {'error': 0.09649845907459598}), (, {'error': 0.044300804807460015}), (, {'error': 0.02859533557255567}), (, {'error': 0.012936483123308973}), (, {'error': 0.030600804994020514}), (, {'error': 0.03606562225509673}), (, {'error': 0.18671256469827013}), (, {'error': 8.16674964120248}), (, {'error': 0.09231145553144193}), (, {'error': 0.01180705172513441}), (, {'error': 0.3369348751587398}), (, {'error': 0.22806835946148052}), (, {'error': 0.1516901104935393}), (, {'error': 2.2209614809871}), (, {'error': 1.2496711887845544}), (, {'error': 0.3391257738139819})]) -Toy 7/25 -Time taken: 31 min, 25 s -Projected time left: 1 h, 20 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1546 (1546 total) | -| EDM = 0.000379 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297175.804987376 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -0.7 | 2.5 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.25 | 0.26 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.430 | 0.011 | | | -2 | 2 | | -| 4 | Ctt | -0.08 | 0.27 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.43 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -4.8 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.38 | 0.07 | | | -2 | 2 | | -| 9 | bplus_1 | -0.785 | 0.022 | | | -2 | 2 | | -| 10| jpsi_p | -4.62 | 0.07 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.12 | 0.47 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.02 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.30 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.85 | 0.26 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.45 | 0.22 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.29 | 0.11 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.10 | 0.30 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.85 | 0.27 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.02 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 8.1 | 1.8 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.034 0.032 0.149 0.006 0.041 -0.092 -0.044 0.217 0.025 0.028 -0.021 0.010 0.039 0.033 0.019 0.017 0.015 -0.072 0.017 0.056 0.025 -0.026 0.147 | -| DDstar_p | 0.034 1.000 0.772 0.080 -0.695 0.791 -0.703 -0.016 -0.168 0.122 0.929 -0.930 0.683 -0.042 -0.077 0.740 0.878 -0.109 -0.010 0.550 0.044 -0.023 0.009 0.020 | -| p4415_p | 0.032 0.772 1.000 0.007 -0.528 0.619 -0.488 -0.014 0.005 -0.042 0.742 -0.766 0.528 -0.149 -0.139 0.638 0.775 -0.078 -0.047 0.450 -0.076 -0.028 0.004 0.010 | -| bplus_0 | 0.149 0.080 0.007 1.000 -0.117 0.104 -0.168 -0.005 -0.154 -0.539 0.069 -0.031 0.015 0.039 0.082 0.018 0.027 0.030 0.114 0.033 0.048 -0.032 -0.014 0.029 | -| Ctt | 0.006 -0.695 -0.528 -0.117 1.000 -0.650 0.763 0.010 0.471 -0.199 -0.733 0.723 -0.329 0.215 0.164 -0.511 -0.668 0.016 -0.036 -0.349 0.153 0.002 -0.009 -0.017 | -| p3770_p | 0.041 0.791 0.619 0.104 -0.650 1.000 -0.699 -0.012 -0.108 0.139 0.731 -0.754 0.516 -0.087 -0.078 0.594 0.716 0.012 -0.001 0.245 0.005 -0.024 0.003 0.016 | -| Dbar_p | -0.092 -0.703 -0.488 -0.168 0.763 -0.699 1.000 0.014 0.082 -0.269 -0.678 0.781 -0.398 -0.003 0.004 -0.405 -0.576 -0.008 0.005 -0.223 -0.002 0.036 0.002 -0.019 | -| phi_p | -0.044 -0.016 -0.014 -0.005 0.010 -0.012 0.014 1.000 -0.013 -0.004 -0.013 0.016 -0.010 -0.002 0.000 -0.012 -0.014 0.000 0.020 -0.009 -0.004 -0.422 0.020 0.002 | -| bplus_2 | 0.217 -0.168 0.005 -0.154 0.471 -0.108 0.082 -0.013 1.000 -0.197 -0.195 0.110 -0.083 0.054 -0.058 -0.081 -0.103 -0.003 -0.229 -0.106 0.088 -0.092 -0.033 -0.020 | -| bplus_1 | 0.025 0.122 -0.042 -0.539 -0.199 0.139 -0.269 -0.004 -0.197 1.000 0.075 -0.023 0.006 0.050 0.136 -0.021 0.004 0.051 -0.066 -0.005 0.034 -0.002 -0.002 -0.007 | -| jpsi_p | 0.028 0.929 0.742 0.069 -0.733 0.731 -0.678 -0.013 -0.195 0.075 1.000 -0.923 0.663 -0.030 -0.084 0.705 0.839 -0.054 -0.021 0.538 0.033 -0.031 0.001 0.011 | -| DDstar_s | -0.021 -0.930 -0.766 -0.031 0.723 -0.754 0.781 0.016 0.110 -0.023 -0.923 1.000 -0.670 -0.007 0.050 -0.710 -0.845 0.087 0.027 -0.498 -0.073 0.023 -0.010 -0.017 | -| psi2s_p | 0.010 0.683 0.528 0.015 -0.329 0.516 -0.398 -0.010 -0.083 0.006 0.663 -0.670 1.000 0.041 -0.032 0.455 0.578 -0.048 -0.017 0.201 0.040 -0.016 0.005 0.010 | -| p4040_s | 0.039 -0.042 -0.149 0.039 0.215 -0.087 -0.003 -0.002 0.054 0.050 -0.030 -0.007 0.041 1.000 0.131 -0.141 -0.256 -0.022 -0.018 0.090 0.048 -0.014 -0.005 0.001 | -| p4415_s | 0.033 -0.077 -0.139 0.082 0.164 -0.078 0.004 0.000 -0.058 0.136 -0.084 0.050 -0.032 0.131 1.000 -0.011 -0.057 0.007 0.009 -0.031 0.271 -0.008 -0.004 0.003 | -| p4040_p | 0.019 0.740 0.638 0.018 -0.511 0.594 -0.405 -0.012 -0.081 -0.021 0.705 -0.710 0.455 -0.141 -0.011 1.000 0.694 -0.068 -0.034 0.431 0.269 -0.023 0.004 0.009 | -| p4160_p | 0.017 0.878 0.775 0.027 -0.668 0.716 -0.576 -0.014 -0.103 0.004 0.839 -0.845 0.578 -0.256 -0.057 0.694 1.000 -0.068 -0.026 0.486 -0.032 -0.022 0.007 0.013 | -| Dbar_s | 0.015 -0.109 -0.078 0.030 0.016 0.012 -0.008 0.000 -0.003 0.051 -0.054 0.087 -0.048 -0.022 0.007 -0.068 -0.068 1.000 0.003 -0.040 -0.030 -0.003 -0.002 0.000 | -| rho_s | -0.072 -0.010 -0.047 0.114 -0.036 -0.001 0.005 0.020 -0.229 -0.066 -0.021 0.027 -0.017 -0.018 0.009 -0.034 -0.026 0.003 1.000 -0.028 -0.036 -0.043 0.087 0.310 | -| p3770_s | 0.017 0.550 0.450 0.033 -0.349 0.245 -0.223 -0.009 -0.106 -0.005 0.538 -0.498 0.201 0.090 -0.031 0.431 0.486 -0.040 -0.028 1.000 0.080 -0.021 0.002 0.006 | -| p4160_s | 0.056 0.044 -0.076 0.048 0.153 0.005 -0.002 -0.004 0.088 0.034 0.033 -0.073 0.040 0.048 0.271 0.269 -0.032 -0.030 -0.036 0.080 1.000 -0.024 -0.007 0.000 | -| phi_s | 0.025 -0.023 -0.028 -0.032 0.002 -0.024 0.036 -0.422 -0.092 -0.002 -0.031 0.023 -0.016 -0.014 -0.008 -0.023 -0.022 -0.003 -0.043 -0.021 -0.024 1.000 0.042 0.029 | -| omega_s | -0.026 0.009 0.004 -0.014 -0.009 0.003 0.002 0.020 -0.033 -0.002 0.001 -0.010 0.005 -0.005 -0.004 0.004 0.007 -0.002 0.087 0.002 -0.007 0.042 1.000 0.844 | -| omega_p | 0.147 0.020 0.010 0.029 -0.017 0.016 -0.019 0.002 -0.020 -0.007 0.011 -0.017 0.010 0.001 0.003 0.009 0.013 0.000 0.310 0.006 0.000 0.029 0.844 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3611708630658339}), (, {'error': 2.4585968495733894}), (, {'error': 0.2602368334599594}), (, {'error': 0.010634187421810104}), (, {'error': 0.26593284282394614}), (, {'error': 0.1689069836725512}), (, {'error': 0.7820934031557107}), (, {'error': 0.2881221718384399}), (, {'error': 0.0669671051922518}), (, {'error': 0.02163619909490211}), (, {'error': 0.07135144589347764}), (, {'error': 0.4715366952559369}), (, {'error': 0.04355277693596982}), (, {'error': 0.17021479363481595}), (, {'error': 0.1857816765179513}), (, {'error': 0.26089604390282406}), (, {'error': 0.2163186216669477}), (, {'error': 0.1066830332712895}), (, {'error': 0.2978642653209574}), (, {'error': 0.27461467431116304}), (, {'error': 0.16747198888871073}), (, {'error': 0.8745877110423983}), (, {'error': 1.7970246733632935}), (, {'error': 0.3493180092439543})]) -Toy 8/25 -Time taken: 37 min, 14 s -Projected time left: 1 h, 19 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=665 (665 total) | -| EDM = 2.31E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297306.28857708984 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -5.08 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.46 | 0.11 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.406 | 0.003 | | | -2 | 2 | | -| 4 | Ctt | 0.17 | 0.07 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -6.283 | 0.013 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 5.63 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.94 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.08 | 0.04 | | | -2 | 2 | | -| 9 | bplus_1 | 0.767 | 0.006 | | | -2 | 2 | | -| 10| jpsi_p | 1.548 | 0.016 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.935 | 0.020 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.57 | 0.11 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.30 | 0.13 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 3.41 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.19 | 0.06 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.009 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.4 | 0.3 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.919 | 0.006 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.16 | 0.11 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 17.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 8.6 | 2.8 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -6 | 12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.050 -0.017 0.106 0.049 -0.001 0.013 -0.132 0.241 0.106 0.010 0.002 0.002 -0.020 0.001 -0.011 0.004 -0.004 -0.262 0.001 -0.023 -0.160 -0.487 -0.492 | -| DDstar_p | 0.050 1.000 -0.060 -0.207 0.017 -0.001 -0.110 -0.040 0.011 -0.209 -0.109 0.015 -0.070 -0.109 -0.085 -0.032 0.031 0.015 -0.072 0.003 -0.086 -0.044 -0.117 -0.117 | -| p4415_p | -0.017 -0.060 1.000 -0.024 -0.027 -0.001 0.009 0.014 -0.100 -0.022 -0.006 0.013 -0.030 -0.085 -0.048 0.035 0.122 0.008 0.030 0.001 -0.078 0.009 0.040 0.041 | -| bplus_0 | 0.106 -0.207 -0.024 1.000 0.008 0.001 -0.116 -0.095 0.018 -0.213 -0.074 -0.004 -0.051 -0.080 -0.095 -0.016 0.034 0.011 -0.215 0.001 -0.085 -0.069 -0.235 -0.238 | -| Ctt | 0.049 0.017 -0.027 0.008 1.000 0.005 -0.044 -0.042 -0.201 0.005 -0.151 0.004 0.110 0.146 0.137 -0.114 -0.166 0.019 -0.079 0.002 0.088 -0.040 -0.114 -0.115 | -| p3770_p | -0.001 -0.001 -0.001 0.001 0.005 1.000 -0.010 0.001 0.001 0.001 -0.001 -0.001 0.005 -0.002 0.000 -0.002 -0.002 -0.001 0.001 -0.002 -0.001 0.001 0.002 0.002 | -| Dbar_p | 0.013 -0.110 0.009 -0.116 -0.044 -0.010 1.000 -0.012 -0.019 -0.119 0.186 -0.017 0.127 -0.043 -0.036 0.027 0.120 0.013 -0.023 0.002 -0.049 -0.011 -0.038 -0.038 | -| phi_p | -0.132 -0.040 0.014 -0.095 -0.042 0.001 -0.012 1.000 -0.197 -0.089 -0.005 -0.002 -0.001 0.017 -0.000 0.009 -0.003 0.003 0.214 -0.001 0.019 0.487 0.295 0.299 | -| bplus_2 | 0.241 0.011 -0.100 0.018 -0.201 0.001 -0.019 -0.197 1.000 0.011 -0.024 0.006 -0.009 -0.020 0.062 -0.078 -0.073 0.009 -0.408 0.001 -0.069 -0.163 -0.552 -0.558 | -| bplus_1 | 0.106 -0.209 -0.022 -0.213 0.005 0.001 -0.119 -0.089 0.011 1.000 -0.066 -0.005 -0.054 -0.078 -0.096 -0.015 0.032 0.011 -0.187 0.001 -0.084 -0.079 -0.244 -0.246 | -| jpsi_p | 0.010 -0.109 -0.006 -0.074 -0.151 -0.001 0.186 -0.005 -0.024 -0.066 1.000 0.025 0.054 0.007 -0.015 -0.018 0.016 0.019 -0.007 0.000 -0.019 -0.022 -0.017 -0.016 | -| DDstar_s | 0.002 0.015 0.013 -0.004 0.004 -0.001 -0.017 -0.002 0.006 -0.005 0.025 1.000 0.019 0.003 -0.007 0.015 0.026 -0.002 -0.004 -0.000 0.002 -0.001 -0.006 -0.006 | -| psi2s_p | 0.002 -0.070 -0.030 -0.051 0.110 0.005 0.127 -0.001 -0.009 -0.054 0.054 0.019 1.000 -0.007 -0.001 -0.095 -0.027 0.017 -0.001 0.007 -0.044 -0.006 -0.004 -0.003 | -| p4040_s | -0.020 -0.109 -0.085 -0.080 0.146 -0.002 -0.043 0.017 -0.020 -0.078 0.007 0.003 -0.007 1.000 0.035 -0.028 -0.213 0.000 0.035 -0.002 -0.127 0.011 0.046 0.046 | -| p4415_s | 0.001 -0.085 -0.048 -0.095 0.137 0.000 -0.036 -0.000 0.062 -0.096 -0.015 -0.007 -0.001 0.035 1.000 0.060 0.060 -0.003 0.000 -0.001 0.135 -0.003 -0.003 -0.003 | -| p4040_p | -0.011 -0.032 0.035 -0.016 -0.114 -0.002 0.027 0.009 -0.078 -0.015 -0.018 0.015 -0.095 -0.028 0.060 1.000 -0.087 0.015 0.019 0.002 0.189 0.004 0.025 0.026 | -| p4160_p | 0.004 0.031 0.122 0.034 -0.166 -0.002 0.120 -0.003 -0.073 0.032 0.016 0.026 -0.027 -0.213 0.060 -0.087 1.000 0.014 -0.006 0.002 -0.034 -0.005 -0.008 -0.008 | -| Dbar_s | -0.004 0.015 0.008 0.011 0.019 -0.001 0.013 0.003 0.009 0.011 0.019 -0.002 0.017 0.000 -0.003 0.015 0.014 1.000 0.006 -0.000 0.003 0.004 0.009 0.009 | -| rho_s | -0.262 -0.072 0.030 -0.215 -0.079 0.001 -0.023 0.214 -0.408 -0.187 -0.007 -0.004 -0.001 0.035 0.000 0.019 -0.006 0.006 1.000 -0.001 0.040 0.254 0.656 0.674 | -| p3770_s | 0.001 0.003 0.001 0.001 0.002 -0.002 0.002 -0.001 0.001 0.001 0.000 -0.000 0.007 -0.002 -0.001 0.002 0.002 -0.000 -0.001 1.000 -0.000 -0.000 -0.002 -0.002 | -| p4160_s | -0.023 -0.086 -0.078 -0.085 0.088 -0.001 -0.049 0.019 -0.069 -0.084 -0.019 0.002 -0.044 -0.127 0.135 0.189 -0.034 0.003 0.040 -0.000 1.000 0.012 0.053 0.053 | -| phi_s | -0.160 -0.044 0.009 -0.069 -0.040 0.001 -0.011 0.487 -0.163 -0.079 -0.022 -0.001 -0.006 0.011 -0.003 0.004 -0.005 0.004 0.254 -0.000 0.012 1.000 0.357 0.359 | -| omega_s | -0.487 -0.117 0.040 -0.235 -0.114 0.002 -0.038 0.295 -0.552 -0.244 -0.017 -0.006 -0.004 0.046 -0.003 0.025 -0.008 0.009 0.656 -0.002 0.053 0.357 1.000 0.997 | -| omega_p | -0.492 -0.117 0.041 -0.238 -0.115 0.002 -0.038 0.299 -0.558 -0.246 -0.016 -0.006 -0.003 0.046 -0.003 0.026 -0.008 0.009 0.674 -0.002 0.053 0.359 0.997 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5338737088248902}), (, {'error': 0.11014449988688924}), (, {'error': 0.11157912339021414}), (, {'error': 0.0034364256414503025}), (, {'error': 0.07163915009609023}), (, {'error': 0.012813979884755522}), (, {'error': 0.19420910859985074}), (, {'error': 0.18244411365958868}), (, {'error': 0.035688863625404244}), (, {'error': 0.006422471324329271}), (, {'error': 0.015640970861906744}), (, {'error': 0.014905542651004272}), (, {'error': 0.019936002818712772}), (, {'error': 0.10801406774058203}), (, {'error': 0.12773772741656697}), (, {'error': 0.19741834306620554}), (, {'error': 0.061853196303534475}), (, {'error': 0.009249067278852552}), (, {'error': 0.3298698064071197}), (, {'error': 0.006111616796145025}), (, {'error': 0.10806565703655258}), (, {'error': 0.7280037429531241}), (, {'error': 2.775365631908733}), (, {'error': 11.562646333684132})]) -Toy 9/25 -Time taken: 41 min, 17 s -Projected time left: 1 h, 13 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=2021 (2021 total) | -| EDM = 1.18E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297478.72819581704 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.88 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.416 | 0.031 | | | -2 | 2 | | -| 4 | Ctt | -0.53 | 0.20 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.93 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.12 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 10| jpsi_p | 4.679 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.879 | 0.032 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.86 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.15 | 0.20 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.14 | 0.22 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -1.92 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.48 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 17.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.29 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.028 0.017 0.120 0.031 -0.002 -0.005 0.007 -0.079 -0.103 -0.012 -0.002 0.001 0.011 -0.007 0.003 0.004 -0.000 -0.057 0.006 0.015 0.037 0.027 -0.132 | -| DDstar_p | -0.028 1.000 -0.197 -0.053 -0.013 0.141 -0.214 0.000 0.277 -0.238 -0.152 0.060 -0.134 -0.178 0.007 0.007 -0.015 0.006 0.092 0.081 -0.076 -0.012 -0.008 0.031 | -| p4415_p | 0.017 -0.197 1.000 -0.044 0.045 0.006 -0.100 -0.000 -0.235 0.145 0.013 0.017 -0.048 -0.112 -0.166 0.176 0.298 0.010 0.011 0.004 -0.057 -0.032 -0.001 0.019 | -| bplus_0 | 0.120 -0.053 -0.044 1.000 0.001 0.059 -0.040 -0.002 0.054 -0.916 0.135 -0.000 -0.011 -0.061 -0.011 -0.011 0.016 -0.000 -0.414 -0.008 -0.049 0.136 0.035 -0.173 | -| Ctt | 0.031 -0.013 0.045 0.001 1.000 -0.197 -0.351 -0.001 -0.653 0.112 0.260 -0.010 0.245 0.323 0.163 -0.261 -0.347 -0.009 0.026 -0.144 0.244 -0.058 -0.003 0.040 | -| p3770_p | -0.002 0.141 0.006 0.059 -0.197 1.000 0.274 -0.001 0.060 -0.124 -0.006 0.037 0.041 -0.151 -0.064 0.149 0.155 0.045 -0.011 -0.203 -0.046 0.009 -0.000 -0.009 | -| Dbar_p | -0.005 -0.214 -0.100 -0.040 -0.351 0.274 1.000 -0.000 0.043 -0.083 0.161 -0.006 -0.065 -0.100 0.069 -0.103 -0.036 0.035 0.055 -0.092 -0.067 -0.025 -0.005 0.028 | -| phi_p | 0.007 0.000 -0.000 -0.002 -0.001 -0.001 -0.000 1.000 0.000 0.002 -0.003 -0.000 -0.000 0.000 0.000 -0.000 -0.000 -0.000 0.009 -0.000 0.000 0.130 0.003 0.012 | -| bplus_2 | -0.079 0.277 -0.235 0.054 -0.653 0.060 0.043 0.000 1.000 -0.278 -0.214 0.022 -0.068 -0.130 0.137 0.004 -0.014 0.005 -0.074 0.065 -0.155 0.136 0.005 -0.094 | -| bplus_1 | -0.103 -0.238 0.145 -0.916 0.112 -0.124 -0.083 0.002 -0.278 1.000 -0.045 -0.024 0.047 0.075 -0.096 0.053 0.055 -0.008 0.338 -0.027 0.039 -0.120 -0.030 0.144 | -| jpsi_p | -0.012 -0.152 0.013 0.135 0.260 -0.006 0.161 -0.003 -0.214 -0.045 1.000 0.062 -0.001 0.008 -0.015 -0.091 -0.056 0.062 -0.069 -0.087 -0.005 0.040 -0.002 -0.049 | -| DDstar_s | -0.002 0.060 0.017 -0.000 -0.010 0.037 -0.006 -0.000 0.022 -0.024 0.062 1.000 0.022 -0.008 -0.003 0.031 0.057 -0.002 0.006 0.041 0.002 -0.001 -0.000 0.002 | -| psi2s_p | 0.001 -0.134 -0.048 -0.011 0.245 0.041 -0.065 -0.000 -0.068 0.047 -0.001 0.022 1.000 -0.009 0.039 -0.190 -0.130 0.029 -0.000 -0.469 -0.050 -0.005 -0.001 0.001 | -| p4040_s | 0.011 -0.178 -0.112 -0.061 0.323 -0.151 -0.100 0.000 -0.130 0.075 0.008 -0.008 -0.009 1.000 0.216 -0.179 -0.502 -0.006 0.035 0.097 0.094 -0.037 -0.003 0.028 | -| p4415_s | -0.007 0.007 -0.166 -0.011 0.163 -0.064 0.069 0.000 0.137 -0.096 -0.015 -0.003 0.039 0.216 1.000 -0.055 -0.163 -0.000 0.025 0.009 0.331 -0.005 -0.002 0.009 | -| p4040_p | 0.003 0.007 0.176 -0.011 -0.261 0.149 -0.103 -0.000 0.004 0.053 -0.091 0.031 -0.190 -0.179 -0.055 1.000 0.249 0.022 -0.010 -0.034 0.305 -0.001 0.000 -0.004 | -| p4160_p | 0.004 -0.015 0.298 0.016 -0.347 0.155 -0.036 -0.000 -0.014 0.055 -0.056 0.057 -0.130 -0.502 -0.163 0.249 1.000 0.036 -0.028 -0.003 -0.135 0.008 0.001 -0.014 | -| Dbar_s | -0.000 0.006 0.010 -0.000 -0.009 0.045 0.035 -0.000 0.005 -0.008 0.062 -0.002 0.029 -0.006 -0.000 0.022 0.036 1.000 0.002 0.037 -0.002 -0.001 -0.000 0.001 | -| rho_s | -0.057 0.092 0.011 -0.414 0.026 -0.011 0.055 0.009 -0.074 0.338 -0.069 0.006 -0.000 0.035 0.025 -0.010 -0.028 0.002 1.000 0.007 0.041 -0.055 -0.063 0.398 | -| p3770_s | 0.006 0.081 0.004 -0.008 -0.144 -0.203 -0.092 -0.000 0.065 -0.027 -0.087 0.041 -0.469 0.097 0.009 -0.034 -0.003 0.037 0.007 1.000 0.024 -0.016 -0.002 0.008 | -| p4160_s | 0.015 -0.076 -0.057 -0.049 0.244 -0.046 -0.067 0.000 -0.155 0.039 -0.005 0.002 -0.050 0.094 0.331 0.305 -0.135 -0.002 0.041 0.024 1.000 -0.045 -0.003 0.034 | -| phi_s | 0.037 -0.012 -0.032 0.136 -0.058 0.009 -0.025 0.130 0.136 -0.120 0.040 -0.001 -0.005 -0.037 -0.005 -0.001 0.008 -0.001 -0.055 -0.016 -0.045 1.000 0.026 -0.017 | -| omega_s | 0.027 -0.008 -0.001 0.035 -0.003 -0.000 -0.005 0.003 0.005 -0.030 -0.002 -0.000 -0.001 -0.003 -0.002 0.000 0.001 -0.000 -0.063 -0.002 -0.003 0.026 1.000 0.388 | -| omega_p | -0.132 0.031 0.019 -0.173 0.040 -0.009 0.028 0.012 -0.094 0.144 -0.049 0.002 0.001 0.028 0.009 -0.004 -0.014 0.001 0.398 0.008 0.034 -0.017 0.388 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5540023707901764}), (, {'error': 0.36835771527951744}), (, {'error': 0.18724049428221257}), (, {'error': 0.030825288058965672}), (, {'error': 0.20319587330611721}), (, {'error': 0.1043322058317937}), (, {'error': 0.34252587159066517}), (, {'error': 0.06595600707800608}), (, {'error': 0.08201648802918404}), (, {'error': 0.061540727901441716}), (, {'error': 0.023980807832390205}), (, {'error': 0.03171483361426253}), (, {'error': 0.03156706300247869}), (, {'error': 0.17415291585585196}), (, {'error': 0.1958738699990485}), (, {'error': 0.21682798886895593}), (, {'error': 0.0924903717405341}), (, {'error': 0.024365445037044575}), (, {'error': 0.3684687220523357}), (, {'error': 0.22533258232324904}), (, {'error': 0.16676543545705047}), (, {'error': 0.8624677527970839}), (, {'error': 3.5298163599447845}), (, {'error': 0.2267575475337198})]) -Toy 10/25 -Time taken: 48 min, 16 s -Projected time left: 1 h, 12 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1519 (1519 total) | -| EDM = 0.000716 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297184.05596424406 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 2.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.11 | 0.19 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.423 | 0.031 | | | -2 | 2 | | -| 4 | Ctt | 0.08 | 0.18 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.75 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.93 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.16 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | 0.87 | 0.06 | | | -2 | 2 | | -| 10| jpsi_p | -4.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.21 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.55 | 0.19 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.21 | 0.13 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.91 | 0.25 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 20.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.007 0.006 0.065 0.029 -0.001 0.002 -0.076 -0.070 -0.062 -0.012 -0.003 -0.001 0.007 0.001 -0.001 -0.003 -0.000 0.007 0.003 0.011 -0.022 0.119 0.000 | -| DDstar_p | 0.007 1.000 -0.402 0.011 0.162 -0.198 -0.332 -0.013 -0.192 0.078 -0.492 0.075 -0.228 0.023 0.080 -0.417 -0.545 -0.080 -0.019 -0.293 -0.034 -0.007 0.003 0.000 | -| p4415_p | 0.006 -0.402 1.000 -0.053 -0.161 0.221 0.015 0.002 -0.068 0.048 0.261 -0.090 0.041 -0.257 -0.180 0.311 0.477 -0.048 0.028 0.147 -0.208 -0.030 -0.024 -0.000 | -| bplus_0 | 0.065 0.011 -0.053 1.000 -0.012 0.044 0.053 0.030 0.036 -0.961 -0.130 -0.008 -0.025 -0.050 -0.021 -0.037 -0.017 -0.006 -0.413 -0.029 -0.051 0.179 0.178 -0.003 | -| Ctt | 0.029 0.162 -0.161 -0.012 1.000 -0.181 0.149 -0.004 -0.671 0.098 -0.418 -0.000 0.180 0.357 0.237 -0.329 -0.407 -0.125 0.027 -0.210 0.259 -0.065 -0.049 -0.000 | -| p3770_p | -0.001 -0.198 0.221 0.044 -0.181 1.000 -0.432 0.009 0.097 -0.103 0.327 0.030 0.221 -0.179 -0.092 0.355 0.392 0.018 -0.011 0.004 -0.065 0.008 0.004 -0.000 | -| Dbar_p | 0.002 -0.332 0.015 0.053 0.149 -0.432 1.000 -0.003 -0.139 0.033 -0.313 -0.005 -0.155 0.162 0.028 -0.147 -0.155 0.080 -0.037 -0.217 0.117 0.017 0.019 0.000 | -| phi_p | -0.076 -0.013 0.002 0.030 -0.004 0.009 -0.003 1.000 0.018 -0.028 -0.003 -0.003 0.003 -0.007 -0.004 0.004 0.009 -0.002 0.008 0.003 -0.006 0.431 -0.013 0.006 | -| bplus_2 | -0.070 -0.192 -0.068 0.036 -0.671 0.097 -0.139 0.018 1.000 -0.219 0.345 0.062 0.048 -0.065 0.067 0.124 0.138 0.020 -0.043 0.158 -0.083 0.140 0.093 0.001 | -| bplus_1 | -0.062 0.078 0.048 -0.961 0.098 -0.103 0.033 -0.028 -0.219 1.000 -0.011 -0.068 -0.035 0.012 -0.053 -0.022 -0.030 -0.047 0.380 -0.062 0.005 -0.171 -0.167 0.003 | -| jpsi_p | -0.012 -0.492 0.261 -0.130 -0.418 0.327 -0.313 -0.003 0.345 -0.011 1.000 -0.088 0.240 -0.126 -0.105 0.365 0.476 -0.046 0.068 0.362 -0.088 -0.040 -0.034 0.001 | -| DDstar_s | -0.003 0.075 -0.090 -0.008 -0.000 0.030 -0.005 -0.003 0.062 -0.068 -0.088 1.000 -0.054 -0.043 -0.003 -0.049 -0.059 -0.027 0.025 -0.017 -0.034 -0.007 -0.010 0.000 | -| psi2s_p | -0.001 -0.228 0.041 -0.025 0.180 0.221 -0.155 0.003 0.048 -0.035 0.240 -0.054 1.000 -0.018 0.004 -0.006 0.100 -0.072 0.026 -0.198 -0.049 -0.015 -0.016 0.000 | -| p4040_s | 0.007 0.023 -0.257 -0.050 0.357 -0.179 0.162 -0.007 -0.065 0.012 -0.126 -0.043 -0.018 1.000 0.173 -0.250 -0.480 -0.004 0.037 0.055 0.089 -0.036 -0.028 0.000 | -| p4415_s | 0.001 0.080 -0.180 -0.021 0.237 -0.092 0.028 -0.004 0.067 -0.053 -0.105 -0.003 0.004 0.173 1.000 -0.023 -0.090 0.013 0.026 -0.015 0.305 -0.017 -0.015 0.000 | -| p4040_p | -0.001 -0.417 0.311 -0.037 -0.329 0.355 -0.147 0.004 0.124 -0.022 0.365 -0.049 -0.006 -0.250 -0.023 1.000 0.450 -0.068 0.022 0.167 0.240 -0.015 -0.014 -0.000 | -| p4160_p | -0.003 -0.545 0.477 -0.017 -0.407 0.392 -0.155 0.009 0.138 -0.030 0.476 -0.059 0.100 -0.480 -0.090 0.450 1.000 -0.046 0.010 0.241 -0.162 -0.001 -0.004 -0.000 | -| Dbar_s | -0.000 -0.080 -0.048 -0.006 -0.125 0.018 0.080 -0.002 0.020 -0.047 -0.046 -0.027 -0.072 -0.004 0.013 -0.068 -0.046 1.000 0.019 -0.081 -0.011 -0.009 -0.010 0.000 | -| rho_s | 0.007 -0.019 0.028 -0.413 0.027 -0.011 -0.037 0.008 -0.043 0.380 0.068 0.025 0.026 0.037 0.026 0.022 0.010 0.019 1.000 0.024 0.040 -0.120 -0.446 0.013 | -| p3770_s | 0.003 -0.293 0.147 -0.029 -0.210 0.004 -0.217 0.003 0.158 -0.062 0.362 -0.017 -0.198 0.055 -0.015 0.167 0.241 -0.081 0.024 1.000 0.007 -0.022 -0.018 -0.000 | -| p4160_s | 0.011 -0.034 -0.208 -0.051 0.259 -0.065 0.117 -0.006 -0.083 0.005 -0.088 -0.034 -0.049 0.089 0.305 0.240 -0.162 -0.011 0.040 0.007 1.000 -0.045 -0.034 -0.000 | -| phi_s | -0.022 -0.007 -0.030 0.179 -0.065 0.008 0.017 0.431 0.140 -0.171 -0.040 -0.007 -0.015 -0.036 -0.017 -0.015 -0.001 -0.009 -0.120 -0.022 -0.045 1.000 0.062 -0.001 | -| omega_s | 0.119 0.003 -0.024 0.178 -0.049 0.004 0.019 -0.013 0.093 -0.167 -0.034 -0.010 -0.016 -0.028 -0.015 -0.014 -0.004 -0.010 -0.446 -0.018 -0.034 0.062 1.000 -0.072 | -| omega_p | 0.000 0.000 -0.000 -0.003 -0.000 -0.000 0.000 0.006 0.001 0.003 0.001 0.000 0.000 0.000 0.000 -0.000 -0.000 0.000 0.013 -0.000 -0.000 -0.001 -0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1823479315221186}), (, {'error': 0.5255742313367415}), (, {'error': 0.1915414849027226}), (, {'error': 0.030510644302439216}), (, {'error': 0.1772186514709534}), (, {'error': 0.12280601818016779}), (, {'error': 0.4172640650952708}), (, {'error': 0.13193028470671608}), (, {'error': 0.07895203247618476}), (, {'error': 0.06297009131570208}), (, {'error': 0.03263745897355497}), (, {'error': 0.08833153790022913}), (, {'error': 0.03358842334496348}), (, {'error': 0.17387779926103464}), (, {'error': 0.18802623811767816}), (, {'error': 0.18632501755123987}), (, {'error': 0.13150558103650312}), (, {'error': 0.10021265354724347}), (, {'error': 0.3810850172646275}), (, {'error': 0.246552508724581}), (, {'error': 0.16728546221972596}), (, {'error': 0.9990206253929408}), (, {'error': 0.9298386940973273}), (, {'error': 0.07031509450583329})]) -Toy 11/25 -Time taken: 54 min, 10 s -Projected time left: 1 h, 8 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1416 (1416 total) | -| EDM = 1.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297233.8099164952 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -5.20 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.41 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 4 | Ctt | -0.79 | 0.18 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.75 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -4.66 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.91 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.31 | 0.09 | | | -2 | 2 | | -| 9 | bplus_1 | 0.80 | 0.05 | | | -2 | 2 | | -| 10| jpsi_p | -1.636 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.866 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.97 | 0.15 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.97 | 0.18 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -1.95 | 0.18 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.10 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.30 | 0.21 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.31 | 0.16 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 21.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 6.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.303 0.170 0.566 0.265 0.007 -0.124 -0.213 -0.498 -0.531 0.146 -0.036 0.027 0.019 -0.091 0.061 0.125 -0.012 -0.173 0.009 0.005 0.033 0.582 0.026 | -| DDstar_p | -0.303 1.000 -0.203 -0.478 -0.124 0.029 -0.189 0.029 0.403 0.311 -0.315 0.054 -0.178 -0.168 -0.031 -0.029 -0.158 0.014 0.163 -0.026 -0.105 -0.066 -0.162 -0.014 | -| p4415_p | 0.170 -0.203 1.000 0.256 0.039 0.063 -0.114 -0.024 -0.299 -0.175 0.099 0.004 -0.031 -0.134 -0.124 0.177 0.278 0.003 -0.062 0.015 -0.205 0.014 0.082 0.007 | -| bplus_0 | 0.566 -0.478 0.256 1.000 0.451 0.032 -0.207 -0.058 -0.755 -0.952 0.360 -0.058 0.044 -0.007 -0.164 0.093 0.196 -0.020 -0.296 -0.014 -0.026 0.123 0.298 0.025 | -| Ctt | 0.265 -0.124 0.039 0.451 1.000 -0.116 -0.337 -0.031 -0.665 -0.391 0.338 -0.022 0.176 0.201 0.122 -0.227 -0.188 -0.013 -0.093 -0.116 0.204 0.023 0.123 0.011 | -| p3770_p | 0.007 0.029 0.063 0.032 -0.116 1.000 0.199 0.001 -0.034 -0.049 -0.012 0.039 0.006 -0.072 -0.059 0.137 0.122 0.054 -0.014 -0.243 -0.045 0.005 0.004 -0.000 | -| Dbar_p | -0.124 -0.189 -0.114 -0.207 -0.337 0.199 1.000 0.012 0.108 0.118 0.088 -0.007 -0.071 -0.103 0.030 -0.098 -0.087 0.031 0.091 -0.117 -0.040 -0.045 -0.075 -0.006 | -| phi_p | -0.213 0.029 -0.024 -0.058 -0.031 0.001 0.012 1.000 0.077 0.062 -0.006 0.005 -0.004 -0.009 0.007 -0.008 -0.016 0.002 -0.082 -0.006 -0.007 0.395 -0.114 -0.013 | -| bplus_2 | -0.498 0.403 -0.299 -0.755 -0.665 -0.034 0.108 0.077 1.000 0.638 -0.347 0.048 -0.027 -0.046 0.131 -0.058 -0.164 0.015 0.117 0.027 -0.050 -0.003 -0.223 -0.021 | -| bplus_1 | -0.531 0.311 -0.175 -0.952 -0.391 -0.049 0.118 0.062 0.638 1.000 -0.282 0.036 -0.015 0.009 0.108 -0.049 -0.120 0.012 0.254 0.016 0.005 -0.105 -0.276 -0.023 | -| jpsi_p | 0.146 -0.315 0.099 0.360 0.338 -0.012 0.088 -0.006 -0.347 -0.282 1.000 0.038 0.011 0.006 -0.040 -0.034 0.030 0.052 -0.151 -0.050 0.005 0.076 0.088 0.005 | -| DDstar_s | -0.036 0.054 0.004 -0.058 -0.022 0.039 -0.007 0.005 0.048 0.036 0.038 1.000 0.019 -0.006 -0.005 0.027 0.040 -0.002 0.020 0.035 -0.005 -0.008 -0.020 -0.002 | -| psi2s_p | 0.027 -0.178 -0.031 0.044 0.176 0.006 -0.071 -0.004 -0.027 -0.015 0.011 0.019 1.000 -0.051 0.008 -0.136 -0.078 0.030 -0.017 -0.385 -0.035 0.005 0.014 0.001 | -| p4040_s | 0.019 -0.168 -0.134 -0.007 0.201 -0.072 -0.103 -0.009 -0.046 0.009 0.006 -0.006 -0.051 1.000 0.145 -0.130 -0.380 -0.004 0.025 0.107 0.202 -0.026 -0.000 0.001 | -| p4415_s | -0.091 -0.031 -0.124 -0.164 0.122 -0.059 0.030 0.007 0.131 0.108 -0.040 -0.005 0.008 0.145 1.000 -0.006 0.025 -0.000 0.063 0.015 0.239 -0.033 -0.053 -0.004 | -| p4040_p | 0.061 -0.029 0.177 0.093 -0.227 0.137 -0.098 -0.008 -0.058 -0.049 -0.034 0.027 -0.136 -0.130 -0.006 1.000 0.312 0.021 -0.036 -0.066 0.244 0.012 0.033 0.003 | -| p4160_p | 0.125 -0.158 0.278 0.196 -0.188 0.122 -0.087 -0.016 -0.164 -0.120 0.030 0.040 -0.078 -0.380 0.025 0.312 1.000 0.029 -0.066 -0.006 -0.133 0.022 0.066 0.005 | -| Dbar_s | -0.012 0.014 0.003 -0.020 -0.013 0.054 0.031 0.002 0.015 0.012 0.052 -0.002 0.030 -0.004 -0.000 0.021 0.029 1.000 0.008 0.034 -0.003 -0.004 -0.007 -0.000 | -| rho_s | -0.173 0.163 -0.062 -0.296 -0.093 -0.014 0.091 -0.082 0.117 0.254 -0.151 0.020 -0.017 0.025 0.063 -0.036 -0.066 0.008 1.000 0.010 0.038 -0.140 -0.177 -0.024 | -| p3770_s | 0.009 -0.026 0.015 -0.014 -0.116 -0.243 -0.117 -0.006 0.027 0.016 -0.050 0.035 -0.385 0.107 0.015 -0.066 -0.006 0.034 0.010 1.000 0.037 -0.018 -0.001 0.000 | -| p4160_s | 0.005 -0.105 -0.205 -0.026 0.204 -0.045 -0.040 -0.007 -0.050 0.005 0.005 -0.005 -0.035 0.202 0.239 0.244 -0.133 -0.003 0.038 0.037 1.000 -0.033 -0.010 0.000 | -| phi_s | 0.033 -0.066 0.014 0.123 0.023 0.005 -0.045 0.395 -0.003 -0.105 0.076 -0.008 0.005 -0.026 -0.033 0.012 0.022 -0.004 -0.140 -0.018 -0.033 1.000 0.031 0.003 | -| omega_s | 0.582 -0.162 0.082 0.298 0.123 0.004 -0.075 -0.114 -0.223 -0.276 0.088 -0.020 0.014 -0.000 -0.053 0.033 0.066 -0.007 -0.177 -0.001 -0.010 0.031 1.000 0.117 | -| omega_p | 0.026 -0.014 0.007 0.025 0.011 -0.000 -0.006 -0.013 -0.021 -0.023 0.005 -0.002 0.001 0.001 -0.004 0.003 0.005 -0.000 -0.024 0.000 0.000 0.003 0.117 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6056662113026419}), (, {'error': 0.3097347066034004}), (, {'error': 0.20854246098356555}), (, {'error': 0.033039249323196906}), (, {'error': 0.18195324834840637}), (, {'error': 0.08944252083572746}), (, {'error': 0.28441078913001006}), (, {'error': 0.1252761598898986}), (, {'error': 0.0928227171505247}), (, {'error': 0.0484209099443329}), (, {'error': 0.024015476527919688}), (, {'error': 0.029449245332907353}), (, {'error': 0.02969769237358033}), (, {'error': 0.1542455718037225}), (, {'error': 0.1827030060045346}), (, {'error': 0.1825240329076867}), (, {'error': 0.08901657426467091}), (, {'error': 0.022958835805885563}), (, {'error': 0.36587703191416765}), (, {'error': 0.21038785738868082}), (, {'error': 0.1561002218551717}), (, {'error': 0.9132663908698593}), (, {'error': 1.051211711916956}), (, {'error': 0.12102341360311941})]) -Toy 12/25 -Time taken: 59 min, 51 s -Projected time left: 1 h, 4 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1971 (1971 total) | -| EDM = 7.41E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 296999.31391480315 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -5.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.17 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.460 | 0.016 | | | -2 | 2 | | -| 4 | Ctt | 0.17 | 0.23 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.96 | 0.13 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 0.4 | 1.4 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.85 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.12 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | 0.93 | 0.03 | | | -2 | 2 | | -| 10| jpsi_p | -4.67 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.41 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.18 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.36 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | 3.92 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.68 | 0.27 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.64 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 24 | 6 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -0.025E-1 | 2.441E-1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.084 0.060 0.256 -0.082 -0.011 0.050 0.047 0.072 -0.129 0.056 -0.094 0.009 0.001 -0.032 0.033 0.085 -0.019 -0.409 -0.012 -0.019 -0.126 -0.218 -0.076 | -| DDstar_p | -0.084 1.000 -0.485 -0.199 0.682 0.494 -0.933 -0.022 0.352 -0.253 -0.407 0.881 0.082 -0.514 -0.223 0.220 -0.303 -0.525 0.024 0.370 -0.393 0.028 0.018 0.003 | -| p4415_p | 0.060 -0.485 1.000 0.144 -0.330 -0.089 0.342 0.009 -0.276 0.209 0.364 -0.432 0.018 0.104 -0.031 0.172 0.494 0.163 0.006 -0.060 0.004 -0.006 -0.015 0.003 | -| bplus_0 | 0.256 -0.199 0.144 1.000 -0.105 -0.045 0.153 0.028 -0.132 -0.754 0.060 -0.213 0.003 0.036 -0.052 0.026 0.147 0.004 -0.090 -0.059 0.007 -0.099 -0.051 -0.027 | -| Ctt | -0.082 0.682 -0.330 -0.105 1.000 0.351 -0.699 -0.025 -0.140 -0.109 -0.338 0.598 0.309 -0.182 -0.017 0.063 -0.289 -0.510 0.088 0.293 -0.106 0.057 0.010 0.018 | -| p3770_p | -0.011 0.494 -0.089 -0.045 0.351 1.000 -0.572 -0.000 0.167 -0.118 -0.033 0.469 0.193 -0.275 -0.169 0.382 0.124 -0.174 -0.012 0.137 -0.208 0.000 0.006 -0.003 | -| Dbar_p | 0.050 -0.933 0.342 0.153 -0.699 -0.572 1.000 0.011 -0.375 0.196 0.171 -0.825 -0.229 0.472 0.241 -0.395 0.076 0.574 0.002 -0.514 0.373 -0.009 -0.011 0.001 | -| phi_p | 0.047 -0.022 0.009 0.028 -0.025 -0.000 0.011 1.000 0.061 0.004 0.013 -0.021 0.005 -0.003 -0.005 0.007 0.020 0.001 -0.270 -0.004 -0.009 -0.411 0.085 -0.059 | -| bplus_2 | 0.072 0.352 -0.276 -0.132 -0.140 0.167 -0.375 0.061 1.000 -0.246 0.043 0.343 0.045 -0.207 -0.011 0.121 -0.079 -0.174 -0.269 0.196 -0.197 -0.142 0.016 -0.053 | -| bplus_1 | -0.129 -0.253 0.209 -0.754 -0.109 -0.118 0.196 0.004 -0.246 1.000 0.149 -0.265 0.006 0.100 -0.036 0.017 0.166 0.029 0.021 -0.072 0.054 0.051 0.033 0.014 | -| jpsi_p | 0.056 -0.407 0.364 0.060 -0.338 -0.033 0.171 0.013 0.043 0.149 1.000 -0.357 0.216 0.200 0.009 0.217 0.475 0.159 -0.030 0.158 0.109 -0.008 -0.004 -0.007 | -| DDstar_s | -0.094 0.881 -0.432 -0.213 0.598 0.469 -0.825 -0.021 0.343 -0.265 -0.357 1.000 0.072 -0.471 -0.208 0.218 -0.243 -0.479 0.028 0.343 -0.356 0.030 0.020 0.004 | -| psi2s_p | 0.009 0.082 0.018 0.003 0.309 0.193 -0.229 0.005 0.045 0.006 0.216 0.072 1.000 -0.064 -0.029 0.098 0.112 -0.130 -0.010 -0.033 -0.067 -0.004 -0.001 -0.001 | -| p4040_s | 0.001 -0.514 0.104 0.036 -0.182 -0.275 0.472 -0.003 -0.207 0.100 0.200 -0.471 -0.064 1.000 0.251 -0.247 -0.155 0.208 0.043 -0.099 0.341 0.022 -0.005 0.011 | -| p4415_s | -0.032 -0.223 -0.031 -0.052 -0.017 -0.169 0.241 -0.005 -0.011 -0.036 0.009 -0.208 -0.029 0.251 1.000 -0.101 0.013 0.132 0.030 -0.095 0.342 0.020 0.004 0.007 | -| p4040_p | 0.033 0.220 0.172 0.026 0.063 0.382 -0.395 0.007 0.121 0.017 0.217 0.218 0.098 -0.247 -0.101 1.000 0.428 -0.202 -0.027 0.234 0.091 -0.014 -0.005 -0.005 | -| p4160_p | 0.085 -0.303 0.494 0.147 -0.289 0.124 0.076 0.020 -0.079 0.166 0.475 -0.243 0.112 -0.155 0.013 0.428 1.000 0.076 -0.044 0.102 -0.017 -0.033 -0.015 -0.007 | -| Dbar_s | -0.019 -0.525 0.163 0.004 -0.510 -0.174 0.574 0.001 -0.174 0.029 0.159 -0.479 -0.130 0.208 0.132 -0.202 0.076 1.000 0.029 -0.298 0.177 0.015 0.002 0.007 | -| rho_s | -0.409 0.024 0.006 -0.090 0.088 -0.012 0.002 -0.270 -0.269 0.021 -0.030 0.028 -0.010 0.043 0.030 -0.027 -0.044 0.029 1.000 0.009 0.060 0.184 -0.096 0.002 | -| p3770_s | -0.012 0.370 -0.060 -0.059 0.293 0.137 -0.514 -0.004 0.196 -0.072 0.158 0.343 -0.033 -0.099 -0.095 0.234 0.102 -0.298 0.009 1.000 -0.122 0.013 0.002 0.003 | -| p4160_s | -0.019 -0.393 0.004 0.007 -0.106 -0.208 0.373 -0.009 -0.197 0.054 0.109 -0.356 -0.067 0.341 0.342 0.091 -0.017 0.177 0.060 -0.122 1.000 0.034 -0.002 0.014 | -| phi_s | -0.126 0.028 -0.006 -0.099 0.057 0.000 -0.009 -0.411 -0.142 0.051 -0.008 0.030 -0.004 0.022 0.020 -0.014 -0.033 0.015 0.184 0.013 0.034 1.000 -0.002 0.019 | -| omega_s | -0.218 0.018 -0.015 -0.051 0.010 0.006 -0.011 0.085 0.016 0.033 -0.004 0.020 -0.001 -0.005 0.004 -0.005 -0.015 0.002 -0.096 0.002 -0.002 -0.002 1.000 -0.557 | -| omega_p | -0.076 0.003 0.003 -0.027 0.018 -0.003 0.001 -0.059 -0.053 0.014 -0.007 0.004 -0.001 0.011 0.007 -0.005 -0.007 0.007 0.002 0.003 0.014 0.019 -0.557 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6696335891496203}), (, {'error': 9.143668626380078}), (, {'error': 0.21588634587211097}), (, {'error': 0.01612377402890597}), (, {'error': 0.22895894930708338}), (, {'error': 0.1297303475957774}), (, {'error': 1.351636825969567}), (, {'error': 0.12619670449664255}), (, {'error': 0.08482340649903652}), (, {'error': 0.03285758993276788}), (, {'error': 0.03207992668649817}), (, {'error': 0.4564105491813256}), (, {'error': 0.0344974045516695}), (, {'error': 0.18291729652610045}), (, {'error': 0.1894948923728299}), (, {'error': 0.16115022043251237}), (, {'error': 0.10740463150800306}), (, {'error': 0.44986682048925053}), (, {'error': 0.392371241553399}), (, {'error': 0.2737287829059347}), (, {'error': 0.17699889550942993}), (, {'error': 6.012853081747443}), (, {'error': 3.9644169377496863}), (, {'error': 0.244064649999844})]) -Toy 13/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 1 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1373 (1373 total) | -| EDM = 1.46E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297158.9131600936 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.06 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.403 | 0.030 | | | -2 | 2 | | -| 4 | Ctt | -0.28 | 0.20 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.59 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -1.41 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -0.59 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.17 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 10| jpsi_p | 4.668 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.917 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.08 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.45 | 0.20 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.38 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.46 | 0.23 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 5.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.020 0.055 0.115 0.109 -0.011 0.020 0.087 -0.283 -0.114 -0.086 -0.001 0.004 0.047 0.006 0.014 0.003 0.001 0.045 0.031 0.067 0.084 0.308 0.013 | -| DDstar_p | -0.020 1.000 -0.173 -0.042 -0.033 0.145 -0.180 0.006 0.262 -0.226 -0.116 0.039 -0.117 -0.142 -0.002 -0.028 -0.011 0.004 0.090 0.069 -0.082 -0.012 -0.045 0.002 | -| p4415_p | 0.055 -0.173 1.000 -0.034 0.002 0.031 -0.097 0.005 -0.237 0.131 0.000 0.020 -0.067 -0.180 -0.156 0.156 0.302 0.011 -0.006 -0.009 -0.130 -0.026 0.008 -0.000 | -| bplus_0 | 0.115 -0.042 -0.034 1.000 0.020 0.059 -0.026 -0.049 -0.042 -0.927 0.102 0.001 -0.014 -0.039 -0.011 -0.025 0.004 0.001 -0.447 -0.002 -0.033 0.110 0.244 -0.008 | -| Ctt | 0.109 -0.033 0.002 0.020 1.000 -0.206 -0.310 0.006 -0.650 0.082 0.258 -0.007 0.259 0.340 0.185 -0.215 -0.307 -0.003 -0.005 -0.082 0.253 -0.052 0.011 -0.000 | -| p3770_p | -0.011 0.145 0.031 0.059 -0.206 1.000 0.236 -0.006 0.059 -0.113 -0.030 0.033 -0.020 -0.137 -0.062 0.125 0.146 0.036 -0.012 -0.258 -0.051 0.005 0.003 0.000 | -| Dbar_p | 0.020 -0.180 -0.097 -0.026 -0.310 0.236 1.000 0.008 0.038 -0.093 0.136 -0.001 -0.064 -0.048 0.053 -0.120 -0.053 0.022 0.045 -0.098 -0.056 -0.019 -0.020 0.001 | -| phi_p | 0.087 0.006 0.005 -0.049 0.006 -0.006 0.008 1.000 -0.028 0.039 -0.028 0.001 -0.001 0.008 0.004 0.001 -0.003 0.001 0.044 0.003 0.010 0.424 -0.023 0.001 | -| bplus_2 | -0.283 0.262 -0.237 -0.042 -0.650 0.059 0.038 -0.028 1.000 -0.166 -0.172 0.012 -0.060 -0.102 0.105 -0.024 -0.044 0.002 0.034 0.024 -0.141 0.104 -0.051 0.002 | -| bplus_1 | -0.114 -0.226 0.131 -0.927 0.082 -0.113 -0.093 0.039 -0.166 1.000 -0.023 -0.015 0.038 0.025 -0.090 0.065 0.063 -0.005 0.378 -0.030 0.013 -0.100 -0.213 0.007 | -| jpsi_p | -0.086 -0.116 0.000 0.102 0.258 -0.030 0.136 -0.028 -0.172 -0.023 1.000 0.048 -0.009 0.019 -0.015 -0.094 -0.058 0.042 -0.027 -0.065 -0.012 0.026 -0.007 0.001 | -| DDstar_s | -0.001 0.039 0.020 0.001 -0.007 0.033 -0.001 0.001 0.012 -0.015 0.048 1.000 0.017 -0.005 -0.002 0.025 0.040 -0.001 0.004 0.026 0.001 0.000 -0.002 0.000 | -| psi2s_p | 0.004 -0.117 -0.067 -0.014 0.259 -0.020 -0.064 -0.001 -0.060 0.038 -0.009 0.017 1.000 0.031 0.033 -0.209 -0.142 0.020 0.004 -0.424 -0.044 -0.006 -0.003 0.000 | -| p4040_s | 0.047 -0.142 -0.180 -0.039 0.340 -0.137 -0.048 0.008 -0.102 0.025 0.019 -0.005 0.031 1.000 0.182 -0.189 -0.515 -0.004 0.020 0.126 0.057 -0.027 -0.005 0.000 | -| p4415_s | 0.006 -0.002 -0.156 -0.011 0.185 -0.062 0.053 0.004 0.105 -0.090 -0.015 -0.002 0.033 0.182 1.000 0.011 -0.072 -0.000 0.025 0.029 0.322 -0.009 -0.011 0.000 | -| p4040_p | 0.014 -0.028 0.156 -0.025 -0.215 0.125 -0.120 0.001 -0.024 0.065 -0.094 0.025 -0.209 -0.189 0.011 1.000 0.169 0.017 -0.004 -0.062 0.321 -0.009 0.002 -0.000 | -| p4160_p | 0.003 -0.011 0.302 0.004 -0.307 0.146 -0.053 -0.003 -0.044 0.063 -0.058 0.040 -0.142 -0.515 -0.072 0.169 1.000 0.024 -0.019 -0.047 -0.136 0.001 0.009 -0.000 | -| Dbar_s | 0.001 0.004 0.011 0.001 -0.003 0.036 0.022 0.001 0.002 -0.005 0.042 -0.001 0.020 -0.004 -0.000 0.017 0.024 1.000 0.001 0.021 -0.001 -0.000 -0.000 -0.000 | -| rho_s | 0.045 0.090 -0.006 -0.447 -0.005 -0.012 0.045 0.044 0.034 0.378 -0.027 0.004 0.004 0.020 0.025 -0.004 -0.019 0.001 1.000 -0.000 0.019 -0.028 -0.503 0.022 | -| p3770_s | 0.031 0.069 -0.009 -0.002 -0.082 -0.258 -0.098 0.003 0.024 -0.030 -0.065 0.026 -0.424 0.126 0.029 -0.062 -0.047 0.021 -0.000 1.000 0.036 -0.017 0.002 -0.000 | -| p4160_s | 0.067 -0.082 -0.130 -0.033 0.253 -0.051 -0.056 0.010 -0.141 0.013 -0.012 0.001 -0.044 0.057 0.322 0.321 -0.136 -0.001 0.019 0.036 1.000 -0.036 -0.002 -0.000 | -| phi_s | 0.084 -0.012 -0.026 0.110 -0.052 0.005 -0.019 0.424 0.104 -0.100 0.026 0.000 -0.006 -0.027 -0.009 -0.009 0.001 -0.000 -0.028 -0.017 -0.036 1.000 0.058 -0.003 | -| omega_s | 0.308 -0.045 0.008 0.244 0.011 0.003 -0.020 -0.023 -0.051 -0.213 -0.007 -0.002 -0.003 -0.005 -0.011 0.002 0.009 -0.000 -0.503 0.002 -0.002 0.058 1.000 -0.100 | -| omega_p | 0.013 0.002 -0.000 -0.008 -0.000 0.000 0.001 0.001 0.002 0.007 0.001 0.000 0.000 0.000 0.000 -0.000 -0.000 -0.000 0.022 -0.000 -0.000 -0.003 -0.100 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.382703814531431}), (, {'error': 0.32906425211519696}), (, {'error': 0.14833816716558523}), (, {'error': 0.02992163644980439}), (, {'error': 0.1952081250016302}), (, {'error': 0.08903991227316}), (, {'error': 0.30305002560898586}), (, {'error': 0.1705676565848444}), (, {'error': 0.08026378383748134}), (, {'error': 0.059319265015500555}), (, {'error': 0.023758871358085187}), (, {'error': 0.02390729243186407}), (, {'error': 0.03137752865365151}), (, {'error': 0.1728760403782148}), (, {'error': 0.19556416149582168}), (, {'error': 0.1721766496133228}), (, {'error': 0.09659891210132443}), (, {'error': 0.01752741968908106}), (, {'error': 0.3682686542483374}), (, {'error': 0.231614791269807}), (, {'error': 0.1705623426509535}), (, {'error': 0.9597341333702936}), (, {'error': 1.1128008656299913}), (, {'error': 0.1146621877697962})]) -Toy 14/25 -Time taken: 1 h, 12 min -Projected time left: 56 min, 50 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1409 (1409 total) | -| EDM = 4.1E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297249.7114758114 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.30 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.42 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.448 | 0.023 | | | -2 | 2 | | -| 4 | Ctt | -0.05 | 0.28 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.84 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -5.3 | 1.5 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.97 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.21 | 0.06 | | | -2 | 2 | | -| 9 | bplus_1 | 0.883 | 0.024 | | | -2 | 2 | | -| 10| jpsi_p | 1.58 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.798 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.12 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.37 | 0.17 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 3.71 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.31 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.19 | 0.32 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.67 | 0.22 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.30 | 0.18 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 21.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 5.8 | 1.1 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.08 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.007 0.036 0.038 0.037 -0.017 -0.014 -0.241 -0.241 -0.064 -0.003 -0.002 -0.004 0.027 -0.010 0.015 0.003 -0.015 0.153 0.021 0.035 -0.103 0.186 -0.087 | -| DDstar_p | 0.007 1.000 -0.307 -0.007 0.083 -0.056 -0.134 -0.014 -0.005 -0.013 -0.343 0.102 -0.210 -0.107 0.009 -0.239 -0.377 0.018 0.001 -0.164 -0.077 -0.012 -0.003 -0.004 | -| p4415_p | 0.036 -0.307 1.000 0.338 0.288 -0.276 -0.346 -0.021 -0.200 0.216 -0.097 0.167 -0.003 0.129 -0.117 0.229 0.193 -0.350 -0.146 0.096 0.100 0.046 0.072 0.018 | -| bplus_0 | 0.038 -0.007 0.338 1.000 0.799 -0.787 -0.848 -0.045 -0.407 0.173 -0.605 0.451 -0.125 0.477 -0.094 0.043 -0.286 -0.869 -0.402 -0.013 0.420 0.162 0.187 0.042 | -| Ctt | 0.037 0.083 0.288 0.799 1.000 -0.811 -0.882 -0.045 -0.454 0.479 -0.659 0.527 -0.014 0.600 0.071 -0.070 -0.439 -0.870 -0.342 -0.026 0.530 0.133 0.161 0.036 | -| p3770_p | -0.017 -0.056 -0.276 -0.787 -0.811 1.000 0.871 0.045 0.224 -0.524 0.640 -0.520 0.173 -0.549 -0.008 0.065 0.429 0.919 0.344 -0.046 -0.477 -0.147 -0.163 -0.036 | -| Dbar_p | -0.014 -0.134 -0.346 -0.848 -0.882 0.871 1.000 0.045 0.232 -0.560 0.616 -0.589 0.097 -0.560 0.026 -0.059 0.347 0.935 0.372 -0.051 -0.498 -0.161 -0.175 -0.039 | -| phi_p | -0.241 -0.014 -0.021 -0.045 -0.045 0.045 0.045 1.000 0.072 -0.006 0.030 -0.025 0.010 -0.031 0.003 -0.001 0.021 0.047 0.064 -0.001 -0.030 0.341 -0.113 -0.039 | -| bplus_2 | -0.241 -0.005 -0.200 -0.407 -0.454 0.224 0.232 0.072 1.000 -0.080 0.270 -0.097 0.058 -0.143 0.135 -0.032 0.051 0.272 0.145 0.022 -0.163 0.064 -0.090 -0.027 | -| bplus_1 | -0.064 -0.013 0.216 0.173 0.479 -0.524 -0.560 -0.006 -0.080 1.000 -0.354 0.299 -0.075 0.319 -0.046 0.032 -0.189 -0.564 -0.145 -0.007 0.272 0.088 0.060 0.011 | -| jpsi_p | -0.003 -0.343 -0.097 -0.605 -0.659 0.640 0.616 0.030 0.270 -0.354 1.000 -0.429 0.252 -0.359 -0.024 0.140 0.467 0.680 0.255 0.182 -0.343 -0.125 -0.123 -0.027 | -| DDstar_s | -0.002 0.102 0.167 0.451 0.527 -0.520 -0.589 -0.025 -0.097 0.299 -0.429 1.000 -0.106 0.300 -0.036 0.017 -0.222 -0.587 -0.197 0.009 0.272 0.090 0.092 0.019 | -| psi2s_p | -0.004 -0.210 -0.003 -0.125 -0.014 0.173 0.097 0.010 0.058 -0.075 0.252 -0.106 1.000 -0.077 0.011 -0.021 0.123 0.155 0.054 -0.184 -0.096 -0.022 -0.026 -0.005 | -| p4040_s | 0.027 -0.107 0.129 0.477 0.600 -0.549 -0.560 -0.031 -0.143 0.319 -0.359 0.300 -0.077 1.000 0.098 -0.083 -0.465 -0.594 -0.212 0.105 0.335 0.079 0.102 0.023 | -| p4415_s | -0.010 0.009 -0.117 -0.094 0.071 -0.008 0.026 0.003 0.135 -0.046 -0.024 -0.036 0.011 0.098 1.000 0.005 -0.015 0.010 0.035 0.008 0.214 -0.013 -0.017 -0.004 | -| p4040_p | 0.015 -0.239 0.229 0.043 -0.070 0.065 -0.059 -0.001 -0.032 0.032 0.140 0.017 -0.021 -0.083 0.005 1.000 0.270 0.001 -0.021 0.053 0.266 -0.000 0.011 0.004 | -| p4160_p | 0.003 -0.377 0.193 -0.286 -0.439 0.429 0.347 0.021 0.051 -0.189 0.467 -0.222 0.123 -0.465 -0.015 0.270 1.000 0.397 0.126 0.116 -0.253 -0.057 -0.058 -0.011 | -| Dbar_s | -0.015 0.018 -0.350 -0.869 -0.870 0.919 0.935 0.047 0.272 -0.564 0.680 -0.587 0.155 -0.594 0.010 0.001 0.397 1.000 0.379 0.033 -0.526 -0.162 -0.178 -0.039 | -| rho_s | 0.153 0.001 -0.146 -0.402 -0.342 0.344 0.372 0.064 0.145 -0.145 0.255 -0.197 0.054 -0.212 0.035 -0.021 0.126 0.379 1.000 -0.002 -0.187 -0.100 -0.371 -0.069 | -| p3770_s | 0.021 -0.164 0.096 -0.013 -0.026 -0.046 -0.051 -0.001 0.022 -0.007 0.182 0.009 -0.184 0.105 0.008 0.053 0.116 0.033 -0.002 1.000 0.038 -0.016 0.002 0.002 | -| p4160_s | 0.035 -0.077 0.100 0.420 0.530 -0.477 -0.498 -0.030 -0.163 0.272 -0.343 0.272 -0.096 0.335 0.214 0.266 -0.253 -0.526 -0.187 0.038 1.000 0.061 0.090 0.021 | -| phi_s | -0.103 -0.012 0.046 0.162 0.133 -0.147 -0.161 0.341 0.064 0.088 -0.125 0.090 -0.022 0.079 -0.013 -0.000 -0.057 -0.162 -0.100 -0.016 0.061 1.000 0.021 0.013 | -| omega_s | 0.186 -0.003 0.072 0.187 0.161 -0.163 -0.175 -0.113 -0.090 0.060 -0.123 0.092 -0.026 0.102 -0.017 0.011 -0.058 -0.178 -0.371 0.002 0.090 0.021 1.000 0.517 | -| omega_p | -0.087 -0.004 0.018 0.042 0.036 -0.036 -0.039 -0.039 -0.027 0.011 -0.027 0.019 -0.005 0.023 -0.004 0.004 -0.011 -0.039 -0.069 0.002 0.021 0.013 0.517 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2609419921638829}), (, {'error': 0.4307491003640136}), (, {'error': 0.16354522278111472}), (, {'error': 0.022907102170772187}), (, {'error': 0.28079912641500204}), (, {'error': 0.2501261509330708}), (, {'error': 1.5420089384463067}), (, {'error': 0.12081513274369682}), (, {'error': 0.06421661267051326}), (, {'error': 0.023768469015158944}), (, {'error': 0.034464995801274156}), (, {'error': 0.12170025252343875}), (, {'error': 0.030791326096723637}), (, {'error': 0.1846033753480414}), (, {'error': 0.17067832169787456}), (, {'error': 0.15777986564835889}), (, {'error': 0.10388365445845404}), (, {'error': 0.32265755082221603}), (, {'error': 0.3190351557650296}), (, {'error': 0.21820819750132858}), (, {'error': 0.1750306420758463}), (, {'error': 0.8737355271292788}), (, {'error': 1.0671586417158836}), (, {'error': 0.28824325213950397})]) -Toy 15/25 -Time taken: 1 h, 18 min -Projected time left: 52 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=329 (329 total) | -| EDM = 7.57E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297178.97392612195 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 4 | 11 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.99 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.42 | 0.06 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.383 | 0.002 | | | -2 | 2 | | -| 4 | Ctt | -0.14 | 0.04 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 2.20 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.79 | 0.07 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.270 | 0.024 | | | -2 | 2 | | -| 9 | bplus_1 | 0.696 | 0.003 | | | -2 | 2 | | -| 10| jpsi_p | -4.738 | 0.007 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.224 | 0.021 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.932 | 0.009 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.84 | 0.05 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.12 | 0.06 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 3.76 | 0.06 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.401 | 0.030 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -2.993E-1 | 0.028E-1 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.10 | 1.31 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.922 | 0.004 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 1.92 | 0.05 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 20.19 | 0.31 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 6.1 | 0.8 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 6.02 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.672 0.157 0.758 0.661 -0.008 0.682 0.741 0.893 0.785 0.226 -0.632 0.049 0.139 0.093 0.124 0.148 -0.253 0.999 -0.004 0.141 -0.234 -0.904 0.807 | -| DDstar_p | 0.672 1.000 0.095 0.474 0.449 -0.006 0.423 0.498 0.592 0.492 0.149 -0.377 0.032 0.075 0.035 0.101 0.116 -0.166 0.673 -0.002 0.069 -0.153 -0.607 0.542 | -| p4415_p | 0.157 0.095 1.000 0.106 0.103 -0.001 0.094 0.116 0.130 0.112 0.029 -0.074 -0.001 0.006 0.004 0.035 0.039 -0.034 0.157 -0.000 -0.006 -0.036 -0.142 0.126 | -| bplus_0 | 0.758 0.474 0.106 1.000 0.494 -0.006 0.486 0.561 0.662 0.560 0.153 -0.442 0.026 0.085 0.051 0.097 0.112 -0.182 0.759 -0.002 0.085 -0.170 -0.685 0.611 | -| Ctt | 0.661 0.449 0.103 0.494 1.000 -0.004 0.435 0.489 0.564 0.513 0.120 -0.407 0.049 0.102 0.088 0.048 0.072 -0.153 0.662 -0.002 0.113 -0.150 -0.597 0.532 | -| p3770_p | -0.008 -0.006 -0.001 -0.006 -0.004 1.000 -0.006 -0.006 -0.007 -0.006 -0.001 0.004 0.001 -0.002 -0.001 -0.001 -0.001 0.001 -0.008 -0.001 -0.001 0.002 0.007 -0.006 | -| Dbar_p | 0.682 0.423 0.094 0.486 0.435 -0.006 1.000 0.506 0.594 0.505 0.155 -0.403 0.035 0.077 0.053 0.085 0.101 -0.161 0.683 -0.001 0.078 -0.155 -0.616 0.549 | -| phi_p | 0.741 0.498 0.116 0.561 0.489 -0.006 0.506 1.000 0.661 0.582 0.168 -0.469 0.036 0.103 0.070 0.092 0.110 -0.188 0.742 -0.003 0.105 -0.122 -0.670 0.597 | -| bplus_2 | 0.893 0.592 0.130 0.662 0.564 -0.007 0.594 0.661 1.000 0.687 0.190 -0.548 0.042 0.117 0.090 0.100 0.120 -0.218 0.894 -0.003 0.121 -0.202 -0.806 0.719 | -| bplus_1 | 0.785 0.492 0.112 0.560 0.513 -0.006 0.505 0.582 0.687 1.000 0.161 -0.461 0.027 0.090 0.054 0.101 0.116 -0.190 0.786 -0.002 0.090 -0.178 -0.709 0.632 | -| jpsi_p | 0.226 0.149 0.029 0.153 0.120 -0.001 0.155 0.168 0.190 0.161 1.000 -0.099 0.017 0.027 0.018 0.019 0.028 -0.041 0.226 -0.001 0.027 -0.054 -0.205 0.182 | -| DDstar_s | -0.632 -0.377 -0.074 -0.442 -0.407 0.004 -0.403 -0.469 -0.548 -0.461 -0.099 1.000 0.000 -0.053 -0.046 -0.069 -0.072 0.142 -0.633 0.001 -0.064 0.145 0.572 -0.510 | -| psi2s_p | 0.049 0.032 -0.001 0.026 0.049 0.001 0.035 0.036 0.042 0.027 0.017 0.000 1.000 -0.010 -0.000 -0.008 -0.002 -0.001 0.049 0.003 -0.004 -0.012 -0.044 0.039 | -| p4040_s | 0.139 0.075 0.006 0.085 0.102 -0.002 0.077 0.103 0.117 0.090 0.027 -0.053 -0.010 1.000 0.019 0.009 -0.029 -0.029 0.139 -0.001 0.005 -0.033 -0.126 0.112 | -| p4415_s | 0.093 0.035 0.004 0.051 0.088 -0.001 0.053 0.070 0.090 0.054 0.018 -0.046 -0.000 0.019 1.000 0.026 0.043 -0.026 0.094 -0.001 0.023 -0.022 -0.085 0.075 | -| p4040_p | 0.124 0.101 0.035 0.097 0.048 -0.001 0.085 0.092 0.100 0.101 0.019 -0.069 -0.008 0.009 0.026 1.000 0.016 -0.020 0.124 0.001 0.070 -0.029 -0.112 0.100 | -| p4160_p | 0.148 0.116 0.039 0.112 0.072 -0.001 0.101 0.110 0.120 0.116 0.028 -0.072 -0.002 -0.029 0.043 0.016 1.000 -0.026 0.149 0.000 0.011 -0.034 -0.134 0.120 | -| Dbar_s | -0.253 -0.166 -0.034 -0.182 -0.153 0.001 -0.161 -0.188 -0.218 -0.190 -0.041 0.142 -0.001 -0.029 -0.026 -0.020 -0.026 1.000 -0.254 0.000 -0.034 0.058 0.229 -0.204 | -| rho_s | 0.999 0.673 0.157 0.759 0.662 -0.008 0.683 0.742 0.894 0.786 0.226 -0.633 0.049 0.139 0.094 0.124 0.149 -0.254 1.000 -0.004 0.141 -0.234 -0.904 0.808 | -| p3770_s | -0.004 -0.002 -0.000 -0.002 -0.002 -0.001 -0.001 -0.003 -0.003 -0.002 -0.001 0.001 0.003 -0.001 -0.001 0.001 0.000 0.000 -0.004 1.000 -0.001 0.001 0.003 -0.003 | -| p4160_s | 0.141 0.069 -0.006 0.085 0.113 -0.001 0.078 0.105 0.121 0.090 0.027 -0.064 -0.004 0.005 0.023 0.070 0.011 -0.034 0.141 -0.001 1.000 -0.033 -0.127 0.113 | -| phi_s | -0.234 -0.153 -0.036 -0.170 -0.150 0.002 -0.155 -0.122 -0.202 -0.178 -0.054 0.145 -0.012 -0.033 -0.022 -0.029 -0.034 0.058 -0.234 0.001 -0.033 1.000 0.211 -0.188 | -| omega_s | -0.904 -0.607 -0.142 -0.685 -0.597 0.007 -0.616 -0.670 -0.806 -0.709 -0.205 0.572 -0.044 -0.126 -0.085 -0.112 -0.134 0.229 -0.904 0.003 -0.127 0.211 1.000 -0.716 | -| omega_p | 0.807 0.542 0.126 0.611 0.532 -0.006 0.549 0.597 0.719 0.632 0.182 -0.510 0.039 0.112 0.075 0.100 0.120 -0.204 0.808 -0.003 0.113 -0.188 -0.716 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 11.372599802313385}), (, {'error': 0.10246607796776264}), (, {'error': 0.05785765347915239}), (, {'error': 0.001740692406054789}), (, {'error': 0.03885366651333222}), (, {'error': 0.002494056491317398}), (, {'error': 0.09249791787742101}), (, {'error': 0.07369483402144361}), (, {'error': 0.024236385913575687}), (, {'error': 0.0033910480508052565}), (, {'error': 0.007144078125086661}), (, {'error': 0.021440323611934417}), (, {'error': 0.009189905315726499}), (, {'error': 0.04730173911464902}), (, {'error': 0.05902992888007441}), (, {'error': 0.06125405445844034}), (, {'error': 0.03021390143796432}), (, {'error': 0.002802809394285982}), (, {'error': 1.3119695501844193}), (, {'error': 0.0039469390250609915}), (, {'error': 0.04877814732172392}), (, {'error': 0.313590516240577}), (, {'error': 0.7607351573626944}), (, {'error': 0.11045903938285662})]) -Toy 16/25 -Time taken: 1 h, 21 min -Projected time left: 45 min, 54 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=953 (953 total) | -| EDM = 6.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297435.45038779936 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.3 | 2.1 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.49 | 0.14 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.422 | 0.018 | | | -2 | 2 | | -| 4 | Ctt | 0.54 | 0.17 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 2.20 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.76 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.04 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | 1.534 | 0.025 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.915 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.71 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.50 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | 3.05 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | 3.77 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.17 | 0.36 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.04 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 19.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 6.3 | 1.7 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.22 | 0.45 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.020 0.065 -0.033 0.128 0.000 0.000 -0.258 0.278 0.033 0.016 -0.003 0.028 0.014 0.009 0.054 0.021 -0.002 -0.191 -0.000 0.067 -0.167 0.095 -0.063 | -| DDstar_p | -0.020 1.000 -0.053 0.027 -0.137 -0.013 -0.052 0.039 -0.320 0.441 0.000 0.038 0.030 -0.097 -0.003 -0.031 0.146 0.005 0.128 0.002 -0.081 0.031 -0.064 -0.024 | -| p4415_p | 0.065 -0.053 1.000 0.032 -0.058 -0.005 0.063 -0.029 0.224 -0.093 0.016 0.041 -0.083 -0.237 -0.137 0.020 0.286 0.017 -0.048 0.001 -0.195 -0.042 0.023 0.008 | -| bplus_0 | -0.033 0.027 0.032 1.000 -0.035 -0.003 0.020 0.103 0.026 -0.815 0.078 -0.001 0.040 -0.003 0.019 0.040 0.046 -0.001 0.369 -0.000 0.029 0.023 -0.187 -0.065 | -| Ctt | 0.128 -0.137 -0.058 -0.035 1.000 0.014 -0.272 -0.051 0.647 -0.098 -0.352 -0.017 0.205 0.333 0.191 -0.045 -0.303 0.012 -0.106 0.001 0.245 -0.068 0.053 0.019 | -| p3770_p | 0.000 -0.013 -0.005 -0.003 0.014 1.000 -0.020 -0.001 0.004 -0.006 -0.008 -0.002 0.006 0.003 0.001 -0.006 -0.011 -0.001 -0.003 -0.001 0.001 -0.000 0.002 0.001 | -| Dbar_p | 0.000 -0.052 0.063 0.020 -0.272 -0.020 1.000 0.016 -0.097 0.140 0.393 0.001 0.190 -0.042 0.002 0.011 0.188 0.009 0.040 0.002 -0.063 0.007 -0.020 -0.006 | -| phi_p | -0.258 0.039 -0.029 0.103 -0.051 -0.001 0.016 1.000 -0.129 -0.072 -0.007 0.003 -0.003 -0.004 0.003 -0.023 -0.004 0.001 0.323 0.000 -0.026 0.575 -0.234 -0.103 | -| bplus_2 | 0.278 -0.320 0.224 0.026 0.647 0.004 -0.097 -0.129 1.000 -0.335 -0.149 -0.007 0.035 0.004 -0.109 0.090 0.054 -0.002 -0.239 0.001 0.110 -0.164 0.126 0.048 | -| bplus_1 | 0.033 0.441 -0.093 -0.815 -0.098 -0.006 0.140 -0.072 -0.335 1.000 0.065 0.007 0.061 0.041 0.126 -0.018 -0.015 -0.006 -0.237 0.001 0.022 -0.009 0.126 0.045 | -| jpsi_p | 0.016 0.000 0.016 0.078 -0.352 -0.008 0.393 -0.007 -0.149 0.065 1.000 0.055 0.096 -0.009 -0.023 -0.012 0.091 0.028 0.031 -0.000 -0.061 -0.033 -0.029 -0.017 | -| DDstar_s | -0.003 0.038 0.041 -0.001 -0.017 -0.002 0.001 0.003 -0.007 0.007 0.055 1.000 0.035 -0.011 -0.004 0.029 0.053 -0.001 0.004 -0.000 0.004 0.003 -0.002 -0.001 | -| psi2s_p | 0.028 0.030 -0.083 0.040 0.205 0.006 0.190 -0.003 0.035 0.061 0.096 0.035 1.000 0.172 0.055 -0.184 -0.112 0.028 0.016 0.006 -0.032 -0.017 -0.011 -0.006 | -| p4040_s | 0.014 -0.097 -0.237 -0.003 0.333 0.003 -0.042 -0.004 0.004 0.041 -0.009 -0.011 0.172 1.000 0.078 -0.171 -0.465 -0.011 -0.005 -0.003 -0.142 -0.006 0.004 0.002 | -| p4415_s | 0.009 -0.003 -0.137 0.019 0.191 0.001 0.002 0.003 -0.109 0.126 -0.023 -0.004 0.055 0.078 1.000 0.138 0.009 -0.005 0.021 -0.000 0.306 -0.003 -0.009 -0.003 | -| p4040_p | 0.054 -0.031 0.020 0.040 -0.045 -0.006 0.011 -0.023 0.090 -0.018 -0.012 0.029 -0.184 -0.171 0.138 1.000 -0.094 0.018 -0.029 0.001 0.383 -0.037 0.014 0.004 | -| p4160_p | 0.021 0.146 0.286 0.046 -0.303 -0.011 0.188 -0.004 0.054 -0.015 0.091 0.053 -0.112 -0.465 0.009 -0.094 1.000 0.024 0.007 0.002 -0.140 -0.015 -0.007 -0.004 | -| Dbar_s | -0.002 0.005 0.017 -0.001 0.012 -0.001 0.009 0.001 -0.002 -0.006 0.028 -0.001 0.028 -0.011 -0.005 0.018 0.024 1.000 -0.000 -0.000 0.000 0.001 0.000 0.000 | -| rho_s | -0.191 0.128 -0.048 0.369 -0.106 -0.003 0.040 0.323 -0.239 -0.237 0.031 0.004 0.016 -0.005 0.021 -0.029 0.007 -0.000 1.000 0.000 -0.036 0.118 -0.487 -0.091 | -| p3770_s | -0.000 0.002 0.001 -0.000 0.001 -0.001 0.002 0.000 0.001 0.001 -0.000 -0.000 0.006 -0.003 -0.000 0.001 0.002 -0.000 0.000 1.000 -0.000 0.000 -0.000 -0.000 | -| p4160_s | 0.067 -0.081 -0.195 0.029 0.245 0.001 -0.063 -0.026 0.110 0.022 -0.061 0.004 -0.032 -0.142 0.306 0.383 -0.140 0.000 -0.036 -0.000 1.000 -0.040 0.019 0.008 | -| phi_s | -0.167 0.031 -0.042 0.023 -0.068 -0.000 0.007 0.575 -0.164 -0.009 -0.033 0.003 -0.017 -0.006 -0.003 -0.037 -0.015 0.001 0.118 0.000 -0.040 1.000 -0.075 -0.019 | -| omega_s | 0.095 -0.064 0.023 -0.187 0.053 0.002 -0.020 -0.234 0.126 0.126 -0.029 -0.002 -0.011 0.004 -0.009 0.014 -0.007 0.000 -0.487 -0.000 0.019 -0.075 1.000 0.791 | -| omega_p | -0.063 -0.024 0.008 -0.065 0.019 0.001 -0.006 -0.103 0.048 0.045 -0.017 -0.001 -0.006 0.002 -0.003 0.004 -0.004 0.000 -0.091 -0.000 0.008 -0.019 0.791 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 2.111768088645567}), (, {'error': 0.35125910489817125}), (, {'error': 0.14269649302234422}), (, {'error': 0.017756869391442054}), (, {'error': 0.17207526182051436}), (, {'error': 0.03615103599744707}), (, {'error': 0.2904909319562785}), (, {'error': 0.17776171701950627}), (, {'error': 0.07859149172871305}), (, {'error': 0.03855548597637404}), (, {'error': 0.02502188917154191}), (, {'error': 0.024383560569914253}), (, {'error': 0.029281536773127392}), (, {'error': 0.17615415023996905}), (, {'error': 0.1877265741851024}), (, {'error': 0.23392837174057934}), (, {'error': 0.1036479116114073}), (, {'error': 0.01353619810399595}), (, {'error': 0.35801483872827977}), (, {'error': 0.009292398222504494}), (, {'error': 0.17155182438693573}), (, {'error': 0.9835340878672394}), (, {'error': 1.7468783999409014}), (, {'error': 0.4524421200448674})]) -Toy 17/25 -Time taken: 1 h, 26 min -Projected time left: 40 min, 40 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1789 (1789 total) | -| EDM = 0.000178 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297185.69717265945 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.04 | 0.34 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -3.99 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 4.44 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.450 | 0.018 | | | -2 | 2 | | -| 4 | Ctt | -1.04 | 0.21 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.61 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 2.25 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.35 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | 4.604 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.914 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.020 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.90 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -1.76 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.97 | 0.24 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 1.98 | 0.15 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 18.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 7.6 | 1.6 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.024 0.053 -0.117 0.095 -0.026 0.011 -0.075 0.241 0.100 -0.085 0.001 -0.004 -0.001 0.015 -0.001 -0.000 0.001 0.245 0.000 0.060 0.103 0.049 -0.086 | -| DDstar_p | -0.024 1.000 0.017 0.007 -0.068 0.268 -0.068 -0.000 -0.192 0.298 0.327 0.016 0.101 0.010 -0.049 -0.005 0.257 -0.002 0.040 0.202 -0.076 0.003 0.001 0.014 | -| p4415_p | 0.053 0.017 1.000 0.017 0.025 0.040 -0.080 -0.001 0.220 -0.101 0.009 0.019 -0.103 0.008 -0.118 0.002 0.212 0.013 0.024 0.005 -0.239 -0.020 -0.013 -0.009 | -| bplus_0 | -0.117 0.007 0.017 1.000 -0.023 0.032 0.031 -0.002 -0.082 -0.858 -0.048 0.001 -0.006 0.001 0.011 -0.001 0.022 0.001 0.217 0.042 0.026 -0.027 -0.011 0.064 | -| Ctt | 0.095 -0.068 0.025 -0.023 1.000 -0.244 -0.281 0.001 0.760 -0.202 0.209 0.004 0.088 -0.021 0.227 0.006 -0.335 0.018 0.044 -0.309 0.353 -0.034 -0.018 -0.012 | -| p3770_p | -0.026 0.268 0.040 0.032 -0.244 1.000 0.406 0.003 -0.141 0.138 0.177 0.009 0.061 0.013 -0.076 -0.005 0.234 0.021 0.017 -0.146 -0.117 -0.002 -0.002 0.006 | -| Dbar_p | 0.011 -0.068 -0.080 0.031 -0.281 0.406 1.000 -0.002 -0.100 0.201 0.318 0.004 0.032 0.004 0.002 0.001 0.068 0.015 0.047 0.064 -0.088 -0.009 -0.005 0.008 | -| phi_p | -0.075 -0.000 -0.001 -0.002 0.001 0.003 -0.002 1.000 -0.009 -0.004 0.028 -0.000 0.005 0.000 -0.001 -0.000 0.002 -0.000 -0.030 0.001 -0.002 -0.698 0.014 -0.010 | -| bplus_2 | 0.241 -0.192 0.220 -0.082 0.760 -0.141 -0.100 -0.009 1.000 -0.234 0.119 0.012 -0.054 -0.007 0.005 0.002 -0.089 0.010 0.089 -0.178 0.205 -0.071 -0.041 -0.033 | -| bplus_1 | 0.100 0.298 -0.101 -0.858 -0.202 0.138 0.201 -0.004 -0.234 1.000 0.110 -0.014 0.089 0.002 0.085 -0.002 0.043 -0.008 -0.150 0.096 -0.006 0.026 0.009 -0.046 | -| jpsi_p | -0.085 0.327 0.009 -0.048 0.209 0.177 0.318 0.028 0.119 0.110 1.000 0.032 0.012 0.000 -0.009 0.002 0.048 0.035 -0.013 0.017 -0.016 -0.008 -0.018 -0.011 | -| DDstar_s | 0.001 0.016 0.019 0.001 0.004 0.009 0.004 -0.000 0.012 -0.014 0.032 1.000 0.024 0.001 0.002 -0.001 0.027 -0.001 -0.001 0.013 0.008 -0.000 0.000 -0.000 | -| psi2s_p | -0.004 0.101 -0.103 -0.006 0.088 0.061 0.032 0.005 -0.054 0.089 0.012 0.024 1.000 -0.007 0.007 0.010 -0.116 0.030 0.012 -0.414 -0.063 -0.007 -0.009 -0.004 | -| p4040_s | -0.001 0.010 0.008 0.001 -0.021 0.013 0.004 0.000 -0.007 0.002 0.000 0.001 -0.007 1.000 -0.002 -0.226 0.018 0.001 -0.000 0.001 0.013 0.000 -0.000 -0.000 | -| p4415_s | 0.015 -0.049 -0.118 0.011 0.227 -0.076 0.002 -0.001 0.005 0.085 -0.009 0.002 0.007 -0.002 1.000 -0.003 -0.009 0.001 0.026 -0.028 0.309 -0.008 -0.005 0.001 | -| p4040_p | -0.001 -0.005 0.002 -0.001 0.006 -0.005 0.001 -0.000 0.002 -0.002 0.002 -0.001 0.010 -0.226 -0.003 1.000 0.006 -0.001 -0.001 -0.002 -0.010 0.001 0.000 0.000 | -| p4160_p | -0.000 0.257 0.212 0.022 -0.335 0.234 0.068 0.002 -0.089 0.043 0.048 0.027 -0.116 0.018 -0.009 0.006 1.000 0.022 0.010 0.104 -0.178 -0.007 -0.006 -0.002 | -| Dbar_s | 0.001 -0.002 0.013 0.001 0.018 0.021 0.015 -0.000 0.010 -0.008 0.035 -0.001 0.030 0.001 0.001 -0.001 0.022 1.000 -0.000 0.022 0.004 -0.000 0.000 0.000 | -| rho_s | 0.245 0.040 0.024 0.217 0.044 0.017 0.047 -0.030 0.089 -0.150 -0.013 -0.001 0.012 -0.000 0.026 -0.001 0.010 -0.000 1.000 0.018 0.045 0.026 0.026 0.304 | -| p3770_s | 0.000 0.202 0.005 0.042 -0.309 -0.146 0.064 0.001 -0.178 0.096 0.017 0.013 -0.414 0.001 -0.028 -0.002 0.104 0.022 0.018 1.000 -0.021 -0.009 -0.007 -0.000 | -| p4160_s | 0.060 -0.076 -0.239 0.026 0.353 -0.117 -0.088 -0.002 0.205 -0.006 -0.016 0.008 -0.063 0.013 0.309 -0.010 -0.178 0.004 0.045 -0.021 1.000 -0.024 -0.014 -0.005 | -| phi_s | 0.103 0.003 -0.020 -0.027 -0.034 -0.002 -0.009 -0.698 -0.071 0.026 -0.008 -0.000 -0.007 0.000 -0.008 0.001 -0.007 -0.000 0.026 -0.009 -0.024 1.000 0.046 0.043 | -| omega_s | 0.049 0.001 -0.013 -0.011 -0.018 -0.002 -0.005 0.014 -0.041 0.009 -0.018 0.000 -0.009 -0.000 -0.005 0.000 -0.006 0.000 0.026 -0.007 -0.014 0.046 1.000 0.817 | -| omega_p | -0.086 0.014 -0.009 0.064 -0.012 0.006 0.008 -0.010 -0.033 -0.046 -0.011 -0.000 -0.004 -0.000 0.001 0.000 -0.002 0.000 0.304 -0.000 -0.005 0.043 0.817 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.337590835632704}), (, {'error': 0.28392116036280024}), (, {'error': 0.22502811582978843}), (, {'error': 0.018416341894029298}), (, {'error': 0.2134478897424894}), (, {'error': 0.11126342081324925}), (, {'error': 0.2861695483237261}), (, {'error': 0.6881995302355604}), (, {'error': 0.08455011004859014}), (, {'error': 0.036725555793743814}), (, {'error': 0.029448127129073853}), (, {'error': 0.01386571036961326}), (, {'error': 0.03073233580843393}), (, {'error': 0.020065423196862928}), (, {'error': 0.18542615341149582}), (, {'error': 8.220582537197975}), (, {'error': 0.09838286692344411}), (, {'error': 0.015080495170733649}), (, {'error': 0.3635005304508194}), (, {'error': 0.23572997591455058}), (, {'error': 0.15344788458505143}), (, {'error': 1.1026485038804523}), (, {'error': 1.635938037918887}), (, {'error': 0.4056984501439862})]) -Toy 18/25 -Time taken: 1 h, 33 min -Projected time left: 36 min, 17 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.996E+05 | Ncalls=539 (550 total) | -| EDM = 9.6E+05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299646.18021298735 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -4.779 | 0.008 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.416 | 0.017 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -5.191 | 0.008 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.493 | 0.018 | | | -2 | 2 | | -| 4 | Ctt | 1.034 | 0.003 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 5.923 | 0.004 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -1.72 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 1.130 | 0.010 | | | -2 | 2 | | -| 9 | bplus_1 | 0.670 | 0.009 | | | -2 | 2 | | -| 10| jpsi_p | -5.245 | 0.014 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.695E-1 | 0.006E-1 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.857 | 0.016 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.820 | 0.008 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.580 | 0.002 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -0.4 | 9.5 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -0.623E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 2.992E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.160 | 0.002 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 0.952 | 0.001 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.957 | 0.003 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 21.284 | 0.007 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 7.030 | 0.005 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.176 0.039 -0.208 -0.125 -0.014 -0.206 -0.000 -0.201 -0.207 -0.203 0.104 -0.204 0.201 0.008 -0.208 0.132 -0.008 -0.016 0.017 -0.114 0.006 0.001 -0.002 | -| DDstar_p | 0.176 1.000 0.160 -0.844 -0.508 -0.058 -0.836 -0.000 -0.817 -0.840 -0.825 0.425 -0.828 0.819 0.035 -0.846 0.536 -0.034 -0.061 0.069 -0.463 0.025 0.002 -0.009 | -| p4415_p | 0.039 0.160 1.000 -0.189 -0.113 -0.013 -0.187 -0.000 -0.182 -0.188 -0.184 0.095 -0.185 0.183 0.007 -0.189 0.120 -0.008 -0.014 0.015 -0.103 0.006 0.001 -0.002 | -| bplus_0 | -0.208 -0.844 -0.189 1.000 0.599 0.069 0.987 0.000 0.964 0.991 0.974 -0.499 0.978 -0.966 -0.041 0.998 -0.632 0.041 0.072 -0.081 0.546 -0.030 -0.003 0.011 | -| Ctt | -0.125 -0.508 -0.113 0.599 1.000 0.041 0.593 0.000 0.579 0.596 0.586 -0.300 0.588 -0.581 -0.025 0.600 -0.380 0.024 0.044 -0.049 0.329 -0.018 -0.002 0.006 | -| p3770_p | -0.014 -0.058 -0.013 0.069 0.041 1.000 0.068 0.000 0.067 0.068 0.067 -0.034 0.068 -0.067 -0.003 0.069 -0.044 0.003 0.005 -0.006 0.038 -0.002 -0.000 0.001 | -| Dbar_p | -0.206 -0.836 -0.187 0.987 0.593 0.068 1.000 0.000 0.955 0.982 0.965 -0.495 0.969 -0.957 -0.040 0.989 -0.626 0.040 0.072 -0.081 0.541 -0.030 -0.003 0.011 | -| phi_p | -0.000 -0.000 -0.000 0.000 0.000 0.000 0.000 1.000 0.000 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 | -| bplus_2 | -0.201 -0.817 -0.182 0.964 0.579 0.067 0.955 0.000 1.000 0.959 0.942 -0.483 0.946 -0.935 -0.039 0.966 -0.612 0.039 0.070 -0.079 0.529 -0.029 -0.003 0.010 | -| bplus_1 | -0.207 -0.840 -0.188 0.991 0.596 0.068 0.982 0.000 0.959 1.000 0.969 -0.497 0.973 -0.962 -0.041 0.993 -0.629 0.040 0.072 -0.081 0.544 -0.030 -0.003 0.011 | -| jpsi_p | -0.203 -0.825 -0.184 0.974 0.586 0.067 0.965 0.000 0.942 0.969 1.000 -0.488 0.956 -0.945 -0.040 0.976 -0.618 0.040 0.071 -0.080 0.534 -0.029 -0.003 0.010 | -| DDstar_s | 0.104 0.425 0.095 -0.499 -0.300 -0.034 -0.495 -0.000 -0.483 -0.497 -0.488 1.000 -0.490 0.485 0.020 -0.500 0.317 -0.020 -0.036 0.041 -0.274 0.015 0.001 -0.005 | -| psi2s_p | -0.204 -0.828 -0.185 0.978 0.588 0.068 0.969 0.000 0.946 0.973 0.956 -0.490 1.000 -0.949 -0.040 0.980 -0.621 0.040 0.071 -0.080 0.536 -0.030 -0.003 0.010 | -| p4040_s | 0.201 0.819 0.183 -0.966 -0.581 -0.067 -0.957 -0.000 -0.935 -0.962 -0.945 0.485 -0.949 1.000 0.040 -0.968 0.613 -0.039 -0.070 0.079 -0.530 0.029 0.003 -0.010 | -| p4415_s | 0.008 0.035 0.007 -0.041 -0.025 -0.003 -0.040 -0.000 -0.039 -0.041 -0.040 0.020 -0.040 0.040 1.000 -0.041 0.026 -0.002 -0.003 0.003 -0.022 0.001 0.000 -0.000 | -| p4040_p | -0.208 -0.846 -0.189 0.998 0.600 0.069 0.989 0.000 0.966 0.993 0.976 -0.500 0.980 -0.968 -0.041 1.000 -0.634 0.041 0.073 -0.081 0.547 -0.030 -0.003 0.011 | -| p4160_p | 0.132 0.536 0.120 -0.632 -0.380 -0.044 -0.626 -0.000 -0.612 -0.629 -0.618 0.317 -0.621 0.613 0.026 -0.634 1.000 -0.026 -0.046 0.052 -0.347 0.019 0.002 -0.007 | -| Dbar_s | -0.008 -0.034 -0.008 0.041 0.024 0.003 0.040 0.000 0.039 0.040 0.040 -0.020 0.040 -0.039 -0.002 0.041 -0.026 1.000 0.003 -0.003 0.022 -0.001 -0.000 0.000 | -| rho_s | -0.016 -0.061 -0.014 0.072 0.044 0.005 0.072 0.000 0.070 0.072 0.071 -0.036 0.071 -0.070 -0.003 0.073 -0.046 0.003 1.000 -0.006 0.040 -0.002 -0.000 0.001 | -| p3770_s | 0.017 0.069 0.015 -0.081 -0.049 -0.006 -0.081 -0.000 -0.079 -0.081 -0.080 0.041 -0.080 0.079 0.003 -0.081 0.052 -0.003 -0.006 1.000 -0.045 0.002 0.000 -0.001 | -| p4160_s | -0.114 -0.463 -0.103 0.546 0.329 0.038 0.541 0.000 0.529 0.544 0.534 -0.274 0.536 -0.530 -0.022 0.547 -0.347 0.022 0.040 -0.045 1.000 -0.016 -0.002 0.006 | -| phi_s | 0.006 0.025 0.006 -0.030 -0.018 -0.002 -0.030 -0.000 -0.029 -0.030 -0.029 0.015 -0.030 0.029 0.001 -0.030 0.019 -0.001 -0.002 0.002 -0.016 1.000 0.000 -0.000 | -| omega_s | 0.001 0.002 0.001 -0.003 -0.002 -0.000 -0.003 -0.000 -0.003 -0.003 -0.003 0.001 -0.003 0.003 0.000 -0.003 0.002 -0.000 -0.000 0.000 -0.002 0.000 1.000 -0.000 | -| omega_p | -0.002 -0.009 -0.002 0.011 0.006 0.001 0.011 0.000 0.010 0.011 0.010 -0.005 0.010 -0.010 -0.000 0.011 -0.007 0.000 0.001 -0.001 0.006 -0.000 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007934576421802841}), (, {'error': 0.016507972098176893}), (, {'error': 0.007720969749312356}), (, {'error': 0.018030147777608363}), (, {'error': 0.002661849787430004}), (, {'error': 0.004211453332708004}), (, {'error': 0.0778755085099605}), (, {'error': 2.9661470682285085e-05}), (, {'error': 0.010488236274747154}), (, {'error': 0.008853486566076096}), (, {'error': 0.01437673424075081}), (, {'error': 0.00064570221403569}), (, {'error': 0.015563287990583596}), (, {'error': 0.007559539982044783}), (, {'error': 0.0017209163036119302}), (, {'error': 9.485461997099542}), (, {'error': 0.0016260305214004234}), (, {'error': 4.32871046408545e-05}), (, {'error': 0.001973089524964111}), (, {'error': 0.0006173916445644245}), (, {'error': 0.0029872394731840224}), (, {'error': 0.00744567370288074}), (, {'error': 0.00501699564265401}), (, {'error': 0.0008392295739136912})]) -Toy 19/25 -Time taken: 1 h, 37 min -Projected time left: 30 min, 42 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1301 (1301 total) | -| EDM = 0.000142 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297348.2451111477 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.40 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 4.82 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.25 | 0.16 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 4 | Ctt | -0.40 | 0.19 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.50 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -1.23 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.26 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | 0.21 | 0.10 | | | -2 | 2 | | -| 9 | bplus_1 | 0.96 | 0.07 | | | -2 | 2 | | -| 10| jpsi_p | 4.652 | 0.024 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.910 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.84 | 0.18 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.32 | 0.20 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.43 | 0.22 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -1.96 | 0.10 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.68 | 0.29 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 19.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 5.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 6.09 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.013 0.059 0.030 0.107 -0.016 0.024 -0.028 -0.277 -0.039 -0.087 -0.000 0.005 0.047 0.007 0.020 -0.001 0.001 0.127 0.027 0.071 -0.003 0.286 -0.053 | -| DDstar_p | -0.013 1.000 -0.091 -0.162 -0.058 0.175 -0.125 0.002 0.259 -0.093 0.046 0.036 -0.044 -0.123 -0.003 0.020 0.096 0.003 0.084 0.113 -0.062 -0.011 -0.035 -0.008 | -| p4415_p | 0.059 -0.091 1.000 0.009 0.007 0.043 -0.093 -0.008 -0.218 0.062 -0.023 0.027 -0.092 -0.199 -0.143 0.130 0.289 0.013 -0.020 -0.011 -0.112 -0.021 0.013 0.003 | -| bplus_0 | 0.030 -0.162 0.009 1.000 0.056 0.003 -0.095 -0.010 -0.179 -0.930 0.067 -0.001 -0.017 -0.040 -0.061 -0.008 0.022 0.000 -0.278 -0.026 -0.035 0.070 0.122 0.025 | -| Ctt | 0.107 -0.058 0.007 0.056 1.000 -0.228 -0.311 -0.008 -0.654 0.052 0.227 -0.007 0.236 0.344 0.183 -0.201 -0.335 0.001 -0.039 -0.129 0.235 -0.031 0.021 0.005 | -| p3770_p | -0.016 0.175 0.043 0.003 -0.228 1.000 0.279 -0.001 0.072 -0.072 0.033 0.025 0.001 -0.150 -0.063 0.138 0.182 0.032 0.010 -0.204 -0.041 0.000 -0.007 -0.002 | -| Dbar_p | 0.024 -0.125 -0.093 -0.095 -0.311 0.279 1.000 0.000 0.066 -0.044 0.212 0.003 -0.025 -0.056 0.052 -0.107 -0.011 0.024 0.043 -0.052 -0.072 -0.017 -0.015 -0.002 | -| phi_p | -0.028 0.002 -0.008 -0.010 -0.008 -0.001 0.000 1.000 0.025 0.010 -0.020 0.001 -0.005 -0.004 0.000 -0.006 -0.005 0.001 0.042 -0.006 -0.007 0.797 -0.045 0.025 | -| bplus_2 | -0.277 0.259 -0.218 -0.179 -0.654 0.072 0.066 0.025 1.000 -0.027 -0.137 0.004 -0.030 -0.083 0.112 -0.019 -0.012 0.001 0.100 0.056 -0.139 0.074 -0.071 -0.018 | -| bplus_1 | -0.039 -0.093 0.062 -0.930 0.052 -0.072 -0.044 0.010 -0.027 1.000 -0.051 -0.004 0.013 0.020 -0.040 0.031 0.011 -0.002 0.236 -0.024 0.016 -0.063 -0.110 -0.022 | -| jpsi_p | -0.087 0.046 -0.023 0.067 0.227 0.033 0.212 -0.020 -0.137 -0.051 1.000 0.057 -0.018 -0.006 -0.012 -0.098 -0.042 0.047 0.006 -0.056 -0.031 0.002 -0.024 -0.011 | -| DDstar_s | -0.000 0.036 0.027 -0.001 -0.007 0.025 0.003 0.001 0.004 -0.004 0.057 1.000 0.024 -0.001 -0.002 0.026 0.043 -0.001 0.001 0.027 0.005 0.001 -0.000 0.000 | -| psi2s_p | 0.005 -0.044 -0.092 -0.017 0.236 0.001 -0.025 -0.005 -0.030 0.013 -0.018 0.024 1.000 0.026 0.036 -0.225 -0.147 0.026 0.007 -0.450 -0.069 -0.009 -0.004 -0.002 | -| p4040_s | 0.047 -0.123 -0.199 -0.040 0.344 -0.150 -0.056 -0.004 -0.083 0.020 -0.006 -0.001 0.026 1.000 0.177 -0.199 -0.523 -0.004 0.005 0.110 -0.023 -0.020 0.002 0.001 | -| p4415_s | 0.007 -0.003 -0.143 -0.061 0.183 -0.063 0.052 0.000 0.112 -0.040 -0.012 -0.002 0.036 0.177 1.000 0.028 -0.091 -0.001 0.026 0.022 0.322 -0.008 -0.010 -0.002 | -| p4040_p | 0.020 0.020 0.130 -0.008 -0.201 0.138 -0.107 -0.006 -0.019 0.031 -0.098 0.026 -0.225 -0.199 0.028 1.000 0.112 0.019 -0.006 -0.046 0.341 -0.012 0.004 0.001 | -| p4160_p | -0.001 0.096 0.289 0.022 -0.335 0.182 -0.011 -0.005 -0.012 0.011 -0.042 0.043 -0.147 -0.523 -0.091 0.112 1.000 0.027 -0.010 -0.026 -0.120 -0.003 0.003 0.000 | -| Dbar_s | 0.001 0.003 0.013 0.000 0.001 0.032 0.024 0.001 0.001 -0.002 0.047 -0.001 0.026 -0.004 -0.001 0.019 0.027 1.000 0.000 0.027 0.001 0.000 0.000 0.000 | -| rho_s | 0.127 0.084 -0.020 -0.278 -0.039 0.010 0.043 0.042 0.100 0.236 0.006 0.001 0.007 0.005 0.026 -0.006 -0.010 0.000 1.000 0.004 -0.000 -0.008 -0.384 -0.097 | -| p3770_s | 0.027 0.113 -0.011 -0.026 -0.129 -0.204 -0.052 -0.006 0.056 -0.024 -0.056 0.027 -0.450 0.110 0.022 -0.046 -0.026 0.027 0.004 1.000 0.019 -0.017 -0.000 0.000 | -| p4160_s | 0.071 -0.062 -0.112 -0.035 0.235 -0.041 -0.072 -0.007 -0.139 0.016 -0.031 0.005 -0.069 -0.023 0.322 0.341 -0.120 0.001 -0.000 0.019 1.000 -0.028 0.007 0.002 | -| phi_s | -0.003 -0.011 -0.021 0.070 -0.031 0.000 -0.017 0.797 0.074 -0.063 0.002 0.001 -0.009 -0.020 -0.008 -0.012 -0.003 0.000 -0.008 -0.017 -0.028 1.000 0.002 0.035 | -| omega_s | 0.286 -0.035 0.013 0.122 0.021 -0.007 -0.015 -0.045 -0.071 -0.110 -0.024 -0.000 -0.004 0.002 -0.010 0.004 0.003 0.000 -0.384 -0.000 0.007 0.002 1.000 0.360 | -| omega_p | -0.053 -0.008 0.003 0.025 0.005 -0.002 -0.002 0.025 -0.018 -0.022 -0.011 0.000 -0.002 0.001 -0.002 0.001 0.000 0.000 -0.097 0.000 0.002 0.035 0.360 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21721373029621605}), (, {'error': 0.3070148009245832}), (, {'error': 0.1623212686043951}), (, {'error': 0.04070258278777161}), (, {'error': 0.1939032803534746}), (, {'error': 0.10586851698330046}), (, {'error': 0.3082871999361232}), (, {'error': 0.2710373672752291}), (, {'error': 0.10147861051983287}), (, {'error': 0.07325752889457249}), (, {'error': 0.0239195484852317}), (, {'error': 0.023878948888716334}), (, {'error': 0.0309256708649972}), (, {'error': 0.17586998069659765}), (, {'error': 0.1955001796179604}), (, {'error': 0.2158908723066899}), (, {'error': 0.09966132234310532}), (, {'error': 0.018774100430755336}), (, {'error': 0.29421818623970974}), (, {'error': 0.2308655939169899}), (, {'error': 0.1713424966815711}), (, {'error': 1.3339125277497104}), (, {'error': 0.9914629080819548}), (, {'error': 0.25041993249248407})]) -Toy 20/25 -Time taken: 1 h, 42 min -Projected time left: 25 min, 40 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1249 (1249 total) | -| EDM = 0.000597 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297466.6494790869 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.98 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | 3.87 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.445 | 0.005 | | | -2 | 2 | | -| 4 | Ctt | 0.18 | 0.19 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.25 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.82 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.16 | 0.06 | | | -2 | 2 | | -| 9 | bplus_1 | -0.860 | 0.009 | | | -2 | 2 | | -| 10| jpsi_p | -4.67 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.10 | 0.16 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.31 | 0.10 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.19 | 0.14 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.77 | 0.24 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.25 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.10 | 0.20 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.94 | 0.21 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.22 | 0.10 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16.2 | 0.6 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 8.0 | 0.8 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.70 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.128 0.110 -0.105 0.153 0.139 -0.175 0.046 -0.089 -0.095 0.168 0.166 0.155 0.023 -0.071 0.163 0.159 -0.175 0.123 0.166 0.010 0.061 0.067 -0.039 | -| DDstar_p | 0.128 1.000 0.366 -0.567 0.568 0.477 -0.640 0.056 -0.557 -0.572 0.581 0.632 0.544 0.090 -0.178 0.552 0.516 -0.604 -0.058 0.573 0.054 0.014 0.029 0.012 | -| p4415_p | 0.110 0.366 1.000 -0.424 0.536 0.496 -0.581 0.050 -0.478 -0.424 0.548 0.530 0.499 -0.014 -0.276 0.559 0.574 -0.579 -0.044 0.546 -0.071 0.013 0.026 0.013 | -| bplus_0 | -0.105 -0.567 -0.424 1.000 -0.680 -0.600 0.736 -0.054 0.603 0.426 -0.677 -0.683 -0.636 -0.015 0.348 -0.679 -0.672 0.744 0.093 -0.678 0.050 -0.034 -0.041 -0.012 | -| Ctt | 0.153 0.568 0.536 -0.680 1.000 0.756 -0.921 0.075 -0.745 -0.676 0.841 0.883 0.830 0.121 -0.314 0.828 0.801 -0.915 -0.068 0.852 0.038 0.030 0.043 0.020 | -| p3770_p | 0.139 0.477 0.496 -0.600 0.756 1.000 -0.830 0.068 -0.711 -0.599 0.774 0.789 0.723 0.067 -0.338 0.778 0.762 -0.802 -0.062 0.737 -0.004 0.025 0.038 0.018 | -| Dbar_p | -0.175 -0.640 -0.581 0.736 -0.921 -0.830 1.000 -0.084 0.871 0.732 -0.934 -0.960 -0.874 -0.075 0.395 -0.920 -0.898 0.979 0.075 -0.932 0.007 -0.030 -0.047 -0.022 | -| phi_p | 0.046 0.056 0.050 -0.054 0.075 0.068 -0.084 1.000 -0.064 -0.055 0.078 0.079 0.074 0.008 -0.034 0.078 0.076 -0.084 0.003 0.079 0.001 0.338 -0.023 -0.003 | -| bplus_2 | -0.089 -0.557 -0.478 0.603 -0.745 -0.711 0.871 -0.064 1.000 0.594 -0.814 -0.828 -0.768 -0.067 0.311 -0.792 -0.769 0.867 0.069 -0.807 0.020 -0.054 -0.048 -0.017 | -| bplus_1 | -0.095 -0.572 -0.424 0.426 -0.676 -0.599 0.732 -0.055 0.594 1.000 -0.674 -0.678 -0.633 -0.015 0.349 -0.677 -0.670 0.741 0.064 -0.676 0.049 -0.033 -0.037 -0.015 | -| jpsi_p | 0.168 0.581 0.548 -0.677 0.841 0.774 -0.934 0.078 -0.814 -0.674 1.000 0.873 0.830 0.081 -0.375 0.862 0.846 -0.918 -0.071 0.879 -0.008 0.021 0.040 0.019 | -| DDstar_s | 0.166 0.632 0.530 -0.683 0.883 0.789 -0.960 0.079 -0.828 -0.678 0.873 1.000 0.819 0.038 -0.387 0.869 0.843 -0.950 -0.070 0.884 -0.029 0.028 0.044 0.020 | -| psi2s_p | 0.155 0.544 0.499 -0.636 0.830 0.723 -0.874 0.074 -0.768 -0.633 0.830 0.819 1.000 0.056 -0.347 0.790 0.781 -0.860 -0.065 0.783 -0.027 0.025 0.040 0.019 | -| p4040_s | 0.023 0.090 -0.014 -0.015 0.121 0.067 -0.075 0.008 -0.067 -0.015 0.081 0.038 0.056 1.000 0.014 0.040 -0.031 -0.081 -0.005 0.099 -0.074 -0.005 0.002 0.002 | -| p4415_s | -0.071 -0.178 -0.276 0.348 -0.314 -0.338 0.395 -0.034 0.311 0.349 -0.375 -0.387 -0.347 0.014 1.000 -0.352 -0.334 0.387 0.033 -0.365 0.131 -0.013 -0.019 -0.008 | -| p4040_p | 0.163 0.552 0.559 -0.679 0.828 0.778 -0.920 0.078 -0.792 -0.677 0.862 0.869 0.790 0.040 -0.352 1.000 0.831 -0.907 -0.070 0.851 0.075 0.026 0.042 0.020 | -| p4160_p | 0.159 0.516 0.574 -0.672 0.801 0.762 -0.898 0.076 -0.769 -0.670 0.846 0.843 0.781 -0.031 -0.334 0.831 1.000 -0.884 -0.068 0.836 -0.033 0.026 0.042 0.019 | -| Dbar_s | -0.175 -0.604 -0.579 0.744 -0.915 -0.802 0.979 -0.084 0.867 0.741 -0.918 -0.950 -0.860 -0.081 0.387 -0.907 -0.884 1.000 0.076 -0.919 -0.005 -0.029 -0.046 -0.021 | -| rho_s | 0.123 -0.058 -0.044 0.093 -0.068 -0.062 0.075 0.003 0.069 0.064 -0.071 -0.070 -0.065 -0.005 0.033 -0.070 -0.068 0.076 1.000 -0.071 0.002 0.015 -0.142 0.220 | -| p3770_s | 0.166 0.573 0.546 -0.678 0.852 0.737 -0.932 0.079 -0.807 -0.676 0.879 0.884 0.783 0.099 -0.365 0.851 0.836 -0.919 -0.071 1.000 0.003 0.025 0.043 0.020 | -| p4160_s | 0.010 0.054 -0.071 0.050 0.038 -0.004 0.007 0.001 0.020 0.049 -0.008 -0.029 -0.027 -0.074 0.131 0.075 -0.033 -0.005 0.002 0.003 1.000 -0.008 -0.002 0.001 | -| phi_s | 0.061 0.014 0.013 -0.034 0.030 0.025 -0.030 0.338 -0.054 -0.033 0.021 0.028 0.025 -0.005 -0.013 0.026 0.026 -0.029 0.015 0.025 -0.008 1.000 0.013 0.001 | -| omega_s | 0.067 0.029 0.026 -0.041 0.043 0.038 -0.047 -0.023 -0.048 -0.037 0.040 0.044 0.040 0.002 -0.019 0.042 0.042 -0.046 -0.142 0.043 -0.002 0.013 1.000 0.481 | -| omega_p | -0.039 0.012 0.013 -0.012 0.020 0.018 -0.022 -0.003 -0.017 -0.015 0.019 0.020 0.019 0.002 -0.008 0.020 0.019 -0.021 0.220 0.020 0.001 0.001 0.481 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.27713296456584224}), (, {'error': 0.4946597916596014}), (, {'error': 0.15182879474852484}), (, {'error': 0.005045090988967438}), (, {'error': 0.19430790177369506}), (, {'error': 0.13658353114235222}), (, {'error': 11.736174199322205}), (, {'error': 0.13275195278096685}), (, {'error': 0.06199957060157857}), (, {'error': 0.009415257201919047}), (, {'error': 0.04776487183225697}), (, {'error': 0.15601580850819888}), (, {'error': 0.04470023022546421}), (, {'error': 0.10309128311142268}), (, {'error': 0.13660780770228587}), (, {'error': 0.23765540309299826}), (, {'error': 0.1401272311943509}), (, {'error': 0.20321729219047616}), (, {'error': 0.21422822352734622}), (, {'error': 0.42098597305890495}), (, {'error': 0.10374328253871634}), (, {'error': 0.6356488911041156}), (, {'error': 0.7757188668003039}), (, {'error': 0.16548653830083548})]) -Toy 21/25 -Time taken: 1 h, 48 min -Projected time left: 20 min, 40 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1297 (1297 total) | -| EDM = 0.000289 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297231.0731610918 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.26 | 0.35 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.91 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.44 | 0.21 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.484 | 0.021 | | | -2 | 2 | | -| 4 | Ctt | -0.21 | 0.21 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.57 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 5.19 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | -0.07 | 0.50 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.17 | 0.09 | | | -2 | 2 | | -| 9 | bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | 4.711 | 0.026 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.920 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.89 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.00 | 0.20 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.58 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -2.03 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.00 | 0.23 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 17.0 | 1.9 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 8.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 0.7 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.016 0.058 -0.015 0.111 -0.020 0.017 0.225 0.268 0.023 -0.111 0.000 -0.003 0.044 -0.005 0.018 -0.009 0.001 0.283 0.020 0.068 0.232 0.028 -0.007 | -| DDstar_p | -0.016 1.000 -0.050 0.022 -0.110 0.256 -0.076 -0.005 -0.271 0.356 0.158 0.028 0.000 -0.118 -0.002 0.072 0.196 0.003 0.058 0.147 -0.082 -0.001 0.000 0.016 | -| p4415_p | 0.058 -0.050 1.000 0.021 0.009 0.041 -0.071 0.002 0.197 -0.087 -0.035 0.025 -0.111 -0.210 -0.197 0.103 0.278 0.013 0.009 -0.025 -0.116 -0.010 -0.011 -0.007 | -| bplus_0 | -0.015 0.022 0.021 1.000 -0.003 0.034 0.030 -0.005 0.020 -0.843 -0.056 0.000 -0.003 0.018 0.015 0.022 0.014 0.001 0.224 0.045 0.036 -0.016 -0.011 0.060 | -| Ctt | 0.111 -0.110 0.009 -0.003 1.000 -0.245 -0.286 0.000 0.690 -0.168 0.199 -0.003 0.188 0.358 0.170 -0.235 -0.389 0.006 0.018 -0.170 0.238 -0.018 -0.015 -0.009 | -| p3770_p | -0.020 0.256 0.041 0.034 -0.245 1.000 0.325 -0.011 -0.114 0.111 0.069 0.021 -0.002 -0.157 -0.065 0.146 0.225 0.026 0.021 -0.218 -0.063 -0.008 -0.002 0.005 | -| Dbar_p | 0.017 -0.076 -0.071 0.030 -0.286 0.325 1.000 0.000 -0.089 0.173 0.249 0.003 0.019 -0.053 0.047 -0.052 0.053 0.016 0.039 0.001 -0.083 -0.003 -0.003 0.008 | -| phi_p | 0.225 -0.005 0.002 -0.005 0.000 -0.011 0.000 1.000 0.024 0.013 -0.068 0.001 -0.009 0.004 -0.000 -0.003 -0.007 0.001 0.080 -0.003 0.005 0.913 -0.015 0.047 | -| bplus_2 | 0.268 -0.271 0.197 0.020 0.690 -0.114 -0.089 0.024 1.000 -0.324 0.083 0.005 -0.009 0.090 -0.141 -0.025 -0.051 0.004 0.040 -0.098 0.137 -0.022 -0.036 -0.022 | -| bplus_1 | 0.023 0.356 -0.087 -0.843 -0.168 0.111 0.173 0.013 -0.324 1.000 0.070 -0.004 0.042 0.019 0.137 -0.004 -0.004 -0.003 -0.143 0.067 -0.004 0.023 0.009 -0.040 | -| jpsi_p | -0.111 0.158 -0.035 -0.056 0.199 0.069 0.249 -0.068 0.083 0.070 1.000 0.050 -0.015 -0.007 -0.013 -0.097 -0.015 0.039 -0.010 -0.027 -0.055 -0.052 -0.012 -0.012 | -| DDstar_s | 0.000 0.028 0.025 0.000 -0.003 0.021 0.003 0.001 0.005 -0.004 0.050 1.000 0.024 0.001 -0.003 0.027 0.037 -0.001 -0.000 0.021 0.008 0.000 0.000 0.000 | -| psi2s_p | -0.003 0.000 -0.111 -0.003 0.188 -0.002 0.019 -0.009 -0.009 0.042 -0.015 0.024 1.000 0.039 0.048 -0.247 -0.143 0.024 0.007 -0.412 -0.091 -0.009 -0.005 -0.002 | -| p4040_s | 0.044 -0.118 -0.210 0.018 0.358 -0.157 -0.053 0.004 0.090 0.019 -0.007 0.001 0.039 1.000 0.200 -0.234 -0.539 -0.003 0.018 0.107 -0.036 -0.004 -0.006 -0.001 | -| p4415_s | -0.005 -0.002 -0.197 0.015 0.170 -0.065 0.047 -0.000 -0.141 0.137 -0.013 -0.003 0.048 0.200 1.000 0.029 -0.142 -0.002 0.019 0.029 0.344 0.001 0.000 0.006 | -| p4040_p | 0.018 0.072 0.103 0.022 -0.235 0.146 -0.052 -0.003 -0.025 -0.004 -0.097 0.027 -0.247 -0.234 0.029 1.000 0.098 0.021 0.006 -0.047 0.332 -0.008 -0.007 -0.004 | -| p4160_p | -0.009 0.196 0.278 0.014 -0.389 0.225 0.053 -0.007 -0.051 -0.004 -0.015 0.037 -0.143 -0.539 -0.142 0.098 1.000 0.024 0.000 -0.015 -0.171 -0.007 -0.003 -0.002 | -| Dbar_s | 0.001 0.003 0.013 0.001 0.006 0.026 0.016 0.001 0.004 -0.003 0.039 -0.001 0.024 -0.003 -0.002 0.021 0.024 1.000 -0.000 0.022 0.003 0.000 0.000 0.000 | -| rho_s | 0.283 0.058 0.009 0.224 0.018 0.021 0.039 0.080 0.040 -0.143 -0.010 -0.000 0.007 0.018 0.019 0.006 0.000 -0.000 1.000 0.020 0.024 0.075 0.009 0.368 | -| p3770_s | 0.020 0.147 -0.025 0.045 -0.170 -0.218 0.001 -0.003 -0.098 0.067 -0.027 0.021 -0.412 0.107 0.029 -0.047 -0.015 0.022 0.020 1.000 0.004 -0.009 -0.007 -0.000 | -| p4160_s | 0.068 -0.082 -0.116 0.036 0.238 -0.063 -0.083 0.005 0.137 -0.004 -0.055 0.008 -0.091 -0.036 0.344 0.332 -0.171 0.003 0.024 0.004 1.000 -0.008 -0.011 -0.003 | -| phi_s | 0.232 -0.001 -0.010 -0.016 -0.018 -0.008 -0.003 0.913 -0.022 0.023 -0.052 0.000 -0.009 -0.004 0.001 -0.008 -0.007 0.000 0.075 -0.009 -0.008 1.000 0.011 0.057 | -| omega_s | 0.028 0.000 -0.011 -0.011 -0.015 -0.002 -0.003 -0.015 -0.036 0.009 -0.012 0.000 -0.005 -0.006 0.000 -0.007 -0.003 0.000 0.009 -0.007 -0.011 0.011 1.000 0.765 | -| omega_p | -0.007 0.016 -0.007 0.060 -0.009 0.005 0.008 0.047 -0.022 -0.040 -0.012 0.000 -0.002 -0.001 0.006 -0.004 -0.002 0.000 0.368 -0.000 -0.003 0.057 0.765 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3497290265752411}), (, {'error': 0.30905904904965054}), (, {'error': 0.20668548898776073}), (, {'error': 0.02075093783566384}), (, {'error': 0.20732167490113806}), (, {'error': 0.10340357327310823}), (, {'error': 0.28455794984644456}), (, {'error': 0.4993197731393284}), (, {'error': 0.09065028902640526}), (, {'error': 0.043718951271283446}), (, {'error': 0.02596734511837706}), (, {'error': 0.018716158179117537}), (, {'error': 0.031380474814982406}), (, {'error': 0.173284304139801}), (, {'error': 0.19516886909903652}), (, {'error': 0.20147649559805325}), (, {'error': 0.10822618876983015}), (, {'error': 0.015267922664707112}), (, {'error': 0.33383193520121013}), (, {'error': 0.23164236183615494}), (, {'error': 0.16827825361906545}), (, {'error': 1.8768533778777199}), (, {'error': 1.411142014202774}), (, {'error': 0.32521744522984175})]) -Toy 22/25 -Time taken: 1 h, 54 min -Projected time left: 15 min, 36 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1336 (1336 total) | -| EDM = 0.000133 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297188.0783120243 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.10 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 2.86 | 0.27 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -1.02 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.449 | 0.018 | | | -2 | 2 | | -| 4 | Ctt | -1.4 | 1.8 | | | -1.5 | 1.5 | | -| 5 | p3770_p | -2.30 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 5.84 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.89 | 0.23 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.46 | 0.20 | | | -2 | 2 | | -| 9 | bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | -1.57 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.71 | 0.27 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.74 | 0.22 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.93 | 0.27 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.2 | 0.4 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 6.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.013 -0.024 -0.108 0.266 -0.144 -0.029 0.109 0.329 -0.031 0.088 0.007 0.065 0.222 0.191 -0.116 -0.002 0.018 0.310 -0.182 -0.012 0.089 0.334 -0.003 | -| DDstar_p | -0.013 1.000 0.106 0.028 -0.084 0.246 -0.052 0.007 -0.096 0.146 0.294 0.007 0.160 -0.126 -0.059 0.228 -0.001 -0.008 0.016 0.218 0.017 0.005 -0.009 0.000 | -| p4415_p | -0.024 0.106 1.000 0.034 -0.262 0.208 0.028 0.005 -0.160 0.015 -0.103 0.004 -0.122 -0.328 -0.154 0.149 0.005 -0.009 -0.022 0.213 0.020 0.014 0.006 -0.001 | -| bplus_0 | -0.108 0.028 0.034 1.000 -0.108 0.081 0.064 0.010 -0.153 -0.758 -0.098 -0.002 -0.025 -0.082 -0.049 0.078 0.000 -0.006 0.215 0.109 0.006 -0.013 -0.112 0.009 | -| Ctt | 0.266 -0.084 -0.262 -0.108 1.000 -0.544 -0.267 -0.009 0.967 -0.474 0.609 0.022 0.248 0.834 0.620 -0.598 -0.004 0.071 0.133 -0.788 -0.050 -0.117 -0.010 0.001 | -| p3770_p | -0.144 0.246 0.208 0.081 -0.544 1.000 0.462 0.004 -0.508 0.278 -0.148 -0.013 0.021 -0.523 -0.337 0.428 0.001 -0.031 -0.058 0.379 0.035 0.056 -0.003 0.000 | -| Dbar_p | -0.029 -0.052 0.028 0.064 -0.267 0.462 1.000 0.010 -0.232 0.218 0.156 -0.004 0.078 -0.231 -0.168 0.153 0.002 -0.008 0.010 0.289 0.017 0.014 -0.007 -0.000 | -| phi_p | 0.109 0.007 0.005 0.010 -0.009 0.004 0.010 1.000 -0.001 0.007 -0.024 -0.000 -0.002 -0.006 -0.002 0.009 -0.000 -0.000 0.062 0.010 0.001 0.576 -0.015 -0.001 | -| bplus_2 | 0.329 -0.096 -0.160 -0.153 0.967 -0.508 -0.232 -0.001 1.000 -0.458 0.581 0.026 0.197 0.771 0.592 -0.536 -0.004 0.066 0.143 -0.739 -0.045 -0.130 0.002 -0.000 | -| bplus_1 | -0.031 0.146 0.015 -0.758 -0.474 0.278 0.218 0.007 -0.458 1.000 -0.222 -0.032 -0.021 -0.352 -0.250 0.289 0.001 -0.043 -0.220 0.389 0.022 0.074 0.096 -0.008 | -| jpsi_p | 0.088 0.294 -0.103 -0.098 0.609 -0.148 0.156 -0.024 0.581 -0.222 1.000 0.023 0.224 0.454 0.345 -0.304 -0.002 0.054 0.067 -0.385 -0.022 -0.067 -0.026 0.003 | -| DDstar_s | 0.007 0.007 0.004 -0.002 0.022 -0.013 -0.004 -0.000 0.026 -0.032 0.023 1.000 0.020 0.019 0.021 0.002 -0.000 0.001 -0.000 -0.013 -0.001 -0.003 0.001 -0.000 | -| psi2s_p | 0.065 0.160 -0.122 -0.025 0.248 0.021 0.078 -0.002 0.197 -0.021 0.224 0.020 1.000 0.212 0.091 -0.291 0.002 0.036 0.047 -0.424 -0.012 -0.031 -0.009 0.001 | -| p4040_s | 0.222 -0.126 -0.328 -0.082 0.834 -0.523 -0.231 -0.006 0.771 -0.352 0.454 0.019 0.212 1.000 0.473 -0.592 0.002 0.053 0.116 -0.609 -0.048 -0.096 -0.009 0.001 | -| p4415_s | 0.191 -0.059 -0.154 -0.049 0.620 -0.337 -0.168 -0.002 0.592 -0.250 0.345 0.021 0.091 0.473 1.000 -0.290 -0.004 0.046 0.104 -0.465 -0.024 -0.081 -0.009 0.001 | -| p4040_p | -0.116 0.228 0.149 0.078 -0.598 0.428 0.153 0.009 -0.536 0.289 -0.304 0.002 -0.291 -0.592 -0.290 1.000 -0.002 -0.022 -0.053 0.508 0.025 0.051 0.003 -0.000 | -| p4160_p | -0.002 -0.001 0.005 0.000 -0.004 0.001 0.002 -0.000 -0.004 0.001 -0.002 -0.000 0.002 0.002 -0.004 -0.002 1.000 -0.001 -0.001 0.002 -0.002 0.001 0.000 -0.000 | -| Dbar_s | 0.018 -0.008 -0.009 -0.006 0.071 -0.031 -0.008 -0.000 0.066 -0.043 0.054 0.001 0.036 0.053 0.046 -0.022 -0.001 1.000 0.007 -0.039 -0.003 -0.008 0.000 -0.000 | -| rho_s | 0.310 0.016 -0.022 0.215 0.133 -0.058 0.010 0.062 0.143 -0.220 0.067 -0.000 0.047 0.116 0.104 -0.053 -0.001 0.007 1.000 -0.082 -0.006 0.046 -0.296 0.034 | -| p3770_s | -0.182 0.218 0.213 0.109 -0.788 0.379 0.289 0.010 -0.739 0.389 -0.385 -0.013 -0.424 -0.609 -0.465 0.508 0.002 -0.039 -0.082 1.000 0.041 0.077 0.003 -0.001 | -| p4160_s | -0.012 0.017 0.020 0.006 -0.050 0.035 0.017 0.001 -0.045 0.022 -0.022 -0.001 -0.012 -0.048 -0.024 0.025 -0.002 -0.003 -0.006 0.041 1.000 0.005 0.000 -0.000 | -| phi_s | 0.089 0.005 0.014 -0.013 -0.117 0.056 0.014 0.576 -0.130 0.074 -0.067 -0.003 -0.031 -0.096 -0.081 0.051 0.001 -0.008 0.046 0.077 0.005 1.000 0.034 -0.006 | -| omega_s | 0.334 -0.009 0.006 -0.112 -0.010 -0.003 -0.007 -0.015 0.002 0.096 -0.026 0.001 -0.009 -0.009 -0.009 0.003 0.000 0.000 -0.296 0.003 0.000 0.034 1.000 -0.152 | -| omega_p | -0.003 0.000 -0.001 0.009 0.001 0.000 -0.000 -0.001 -0.000 -0.008 0.003 -0.000 0.001 0.001 0.001 -0.000 -0.000 -0.000 0.034 -0.001 -0.000 -0.006 -0.152 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.299390811033319}), (, {'error': 0.2710050139322222}), (, {'error': 0.2684918092877622}), (, {'error': 0.017882393657977058}), (, {'error': 1.8199409662056707}), (, {'error': 0.12463402027903525}), (, {'error': 0.26099660259508894}), (, {'error': 0.23009155733745068}), (, {'error': 0.20313214685542125}), (, {'error': 0.037315105031168305}), (, {'error': 0.03895717581053715}), (, {'error': 0.012430534673056604}), (, {'error': 0.033306798902971835}), (, {'error': 0.26988459223378003}), (, {'error': 0.2224773725482812}), (, {'error': 0.26580666851865353}), (, {'error': 0.010691350498524432}), (, {'error': 0.014254830863964396}), (, {'error': 0.35358927095575415}), (, {'error': 0.35741776762708577}), (, {'error': 0.016814774458437654}), (, {'error': 0.9949750123609196}), (, {'error': 0.9476242858176827}), (, {'error': 0.16214606238420348})]) -Toy 23/25 -Time taken: 2 h, 44 s -Projected time left: 10 min, 28 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1352 (1352 total) | -| EDM = 5.05E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297282.3133842016 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.02 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.527 | 0.023 | | | -2 | 2 | | -| 4 | Ctt | -1.50 | 0.07 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.96 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | 2.87 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 0.25 | 0.38 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.47 | 0.06 | | | -2 | 2 | | -| 9 | bplus_1 | -0.94 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | -1.589 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.96 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 0.61 | 0.18 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -3.13 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 18| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 3.77 | 0.22 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 0.717 | 0.019 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 18.3 | 1.6 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 7.5 | 1.8 | | | 4.19232 | 9.40768 | | -| 23| omega_p | 1.0 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 0.007 -0.016 0.001 0.001 0.005 -0.010 0.038 0.019 -0.011 0.000 0.000 -0.002 0.004 0.007 -0.000 -0.000 -0.006 0.006 0.000 -0.004 0.003 -0.028 | -| DDstar_p | 0.001 1.000 0.070 0.024 0.000 0.203 -0.097 0.005 -0.026 0.051 0.388 0.006 0.181 -0.097 0.006 0.250 -0.001 -0.003 0.013 0.207 0.020 0.000 0.002 0.008 | -| p4415_p | 0.007 0.070 1.000 0.000 -0.008 0.067 -0.046 -0.005 0.377 -0.125 0.065 0.007 -0.067 -0.177 -0.002 -0.063 0.004 0.012 -0.008 -0.002 0.008 -0.016 -0.015 -0.011 | -| bplus_0 | -0.016 0.024 0.000 1.000 -0.002 0.036 0.058 0.004 -0.199 -0.938 -0.027 -0.001 0.010 0.015 0.027 0.029 -0.000 -0.001 0.227 0.049 0.001 -0.005 0.045 0.101 | -| Ctt | 0.001 0.000 -0.008 -0.002 1.000 -0.024 -0.004 -0.000 0.150 -0.022 0.035 0.001 0.012 0.058 0.031 -0.018 -0.000 0.004 0.001 -0.041 -0.003 -0.003 -0.003 -0.001 | -| p3770_p | 0.001 0.203 0.067 0.036 -0.024 1.000 0.465 -0.000 0.085 0.011 0.318 -0.003 0.215 -0.151 0.001 0.168 -0.000 0.008 0.011 -0.105 0.015 -0.006 -0.002 0.004 | -| Dbar_p | 0.005 -0.097 -0.046 0.058 -0.004 0.465 1.000 0.005 0.077 0.080 0.488 0.002 0.190 -0.024 -0.001 0.076 0.001 0.014 0.028 0.190 0.010 -0.010 -0.004 0.011 | -| phi_p | -0.010 0.005 -0.005 0.004 -0.000 -0.000 0.005 1.000 -0.027 -0.005 -0.022 0.000 -0.007 0.001 -0.005 -0.010 0.000 0.001 0.012 -0.007 -0.000 0.870 -0.020 0.040 | -| bplus_2 | 0.038 -0.026 0.377 -0.199 0.150 0.085 0.077 -0.027 1.000 0.007 0.014 0.017 -0.160 -0.272 -0.059 0.145 -0.001 -0.014 -0.043 0.133 0.017 -0.087 -0.084 -0.060 | -| bplus_1 | 0.019 0.051 -0.125 -0.938 -0.022 0.011 0.080 -0.005 0.007 1.000 0.065 -0.018 0.094 0.081 0.062 0.023 -0.001 -0.012 -0.193 0.009 -0.003 -0.003 -0.047 -0.091 | -| jpsi_p | -0.011 0.388 0.065 -0.027 0.035 0.318 0.488 -0.022 0.014 0.065 1.000 0.006 0.118 -0.116 -0.039 0.137 0.001 0.009 0.001 0.213 0.017 -0.008 -0.003 -0.007 | -| DDstar_s | 0.000 0.006 0.007 -0.001 0.001 -0.003 0.002 0.000 0.017 -0.018 0.006 1.000 0.010 -0.001 0.007 0.015 -0.000 -0.001 -0.003 0.003 0.001 -0.000 -0.001 -0.001 | -| psi2s_p | 0.000 0.181 -0.067 0.010 0.012 0.215 0.190 -0.007 -0.160 0.094 0.118 0.010 1.000 0.059 -0.072 -0.148 0.002 0.022 0.012 -0.347 0.003 -0.010 -0.005 -0.000 | -| p4040_s | -0.002 -0.097 -0.177 0.015 0.058 -0.151 -0.024 0.001 -0.272 0.081 -0.116 -0.001 0.059 1.000 -0.112 -0.200 0.007 -0.019 0.010 0.124 -0.013 0.004 0.005 0.005 | -| p4415_s | 0.004 0.006 -0.002 0.027 0.031 0.001 -0.001 -0.005 -0.059 0.062 -0.039 0.007 -0.072 -0.112 1.000 0.102 -0.001 0.001 0.015 0.049 0.011 -0.013 -0.008 -0.000 | -| p4040_p | 0.007 0.250 -0.063 0.029 -0.018 0.168 0.076 -0.010 0.145 0.023 0.137 0.015 -0.148 -0.200 0.102 1.000 -0.002 0.030 0.013 0.117 -0.007 -0.026 -0.019 -0.007 | -| p4160_p | -0.000 -0.001 0.004 -0.000 -0.000 -0.000 0.001 0.000 -0.001 -0.001 0.001 -0.000 0.002 0.007 -0.001 -0.002 1.000 -0.000 -0.000 -0.000 -0.002 0.000 0.000 0.000 | -| Dbar_s | -0.000 -0.003 0.012 -0.001 0.004 0.008 0.014 0.001 -0.014 -0.012 0.009 -0.001 0.022 -0.019 0.001 0.030 -0.000 1.000 -0.003 0.028 0.002 0.001 0.000 -0.001 | -| rho_s | -0.006 0.013 -0.008 0.227 0.001 0.011 0.028 0.012 -0.043 -0.193 0.001 -0.003 0.012 0.010 0.015 0.013 -0.000 -0.003 1.000 0.013 0.000 0.008 0.192 0.517 | -| p3770_s | 0.006 0.207 -0.002 0.049 -0.041 -0.105 0.190 -0.007 0.133 0.009 0.213 0.003 -0.347 0.124 0.049 0.117 -0.000 0.028 0.013 1.000 0.004 -0.023 -0.015 -0.004 | -| p4160_s | 0.000 0.020 0.008 0.001 -0.003 0.015 0.010 -0.000 0.017 -0.003 0.017 0.001 0.003 -0.013 0.011 -0.007 -0.002 0.002 0.000 0.004 1.000 -0.001 -0.001 -0.000 | -| phi_s | -0.004 0.000 -0.016 -0.005 -0.003 -0.006 -0.010 0.870 -0.087 -0.003 -0.008 -0.000 -0.010 0.004 -0.013 -0.026 0.000 0.001 0.008 -0.023 -0.001 1.000 0.019 0.061 | -| omega_s | 0.003 0.002 -0.015 0.045 -0.003 -0.002 -0.004 -0.020 -0.084 -0.047 -0.003 -0.001 -0.005 0.005 -0.008 -0.019 0.000 0.000 0.192 -0.015 -0.001 0.019 1.000 0.824 | -| omega_p | -0.028 0.008 -0.011 0.101 -0.001 0.004 0.011 0.040 -0.060 -0.091 -0.007 -0.001 -0.000 0.005 -0.000 -0.007 0.000 -0.001 0.517 -0.004 -0.000 0.061 0.824 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09598530382296921}), (, {'error': 0.25114972995241036}), (, {'error': 0.31815707059033604}), (, {'error': 0.022718950523198833}), (, {'error': 0.07081024543990067}), (, {'error': 0.09660116187596746}), (, {'error': 0.2810415517873883}), (, {'error': 0.379538405380043}), (, {'error': 0.059162166336723}), (, {'error': 0.04014408080948251}), (, {'error': 0.03136872912924549}), (, {'error': 0.010165613358140674}), (, {'error': 0.03248948653407524}), (, {'error': 0.15340547210378952}), (, {'error': 0.17829407904824335}), (, {'error': 0.1508277008330432}), (, {'error': 0.007775390988941755}), (, {'error': 0.01695597950004296}), (, {'error': 0.3652447336309482}), (, {'error': 0.21992518262777994}), (, {'error': 0.01940923300922537}), (, {'error': 1.5970483613034379}), (, {'error': 1.8063580615377886}), (, {'error': 0.4236446685151338})]) -Toy 24/25 -Time taken: 2 h, 6 min -Projected time left: 5 min, 17 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1367 (1367 total) | -| EDM = 5.18E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297412.4028189358 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.30 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | p4415_p | -2.15 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | bplus_0 | 0.451 | 0.019 | | | -2 | 2 | | -| 4 | Ctt | -0.53 | 0.21 | | | -1.5 | 1.5 | | -| 5 | p3770_p | 3.71 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | Dbar_p | -4.25 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | phi_p | 5.72 | 0.18 | | |-6.28319 | 6.28319 | | -| 8 | bplus_2 | -0.18 | 0.08 | | | -2 | 2 | | -| 9 | bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 10| jpsi_p | -1.648 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 12| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.89 | 0.17 | | |0.00501244| 2.01499 | | -| 14| p4415_s | 1.16 | 0.19 | | |0.126447 | 2.35355 | | -| 15| p4040_p | -2.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| p4160_p | -1.99 | 0.11 | | |-6.28319 | 6.28319 | | -| 17| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 18| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 19| p3770_s | 2.99 | 0.23 | | |0.918861 | 4.08114 | | -| 20| p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 21| phi_s | 16.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| omega_s | 6.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 23| omega_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p p4415_p bplus_0 Ctt p3770_p Dbar_p phi_p bplus_2 bplus_1 jpsi_p DDstar_s psi2s_p p4040_s p4415_s p4040_p p4160_p Dbar_s rho_s p3770_s p4160_s phi_s omega_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.025 0.040 -0.073 0.075 -0.022 0.004 0.058 0.199 0.064 -0.079 0.000 -0.004 0.037 0.006 0.004 -0.007 0.001 0.104 0.010 0.047 0.069 0.332 0.021 | -| DDstar_p | -0.025 1.000 -0.004 0.010 -0.117 0.249 -0.066 0.008 -0.251 0.345 0.210 0.021 0.022 -0.128 -0.039 0.121 0.218 0.002 0.065 0.173 -0.076 0.014 -0.027 -0.005 | -| p4415_p | 0.040 -0.004 1.000 0.021 -0.048 0.071 -0.068 -0.001 0.188 -0.094 -0.016 0.022 -0.110 -0.230 -0.138 0.159 0.305 0.012 0.010 -0.010 -0.164 -0.026 -0.003 0.001 | -| bplus_0 | -0.073 0.010 0.021 1.000 -0.014 0.027 0.027 0.029 0.014 -0.847 -0.059 0.001 -0.006 0.021 0.017 0.018 0.015 0.001 0.288 0.049 0.036 -0.011 -0.130 -0.020 | -| Ctt | 0.075 -0.117 -0.048 -0.014 1.000 -0.236 -0.281 -0.008 0.689 -0.160 0.219 0.002 0.175 0.336 0.202 -0.320 -0.402 0.008 0.025 -0.212 0.229 -0.051 -0.011 0.001 | -| p3770_p | -0.022 0.249 0.071 0.027 -0.236 1.000 0.319 0.001 -0.104 0.102 0.082 0.014 0.047 -0.157 -0.075 0.187 0.233 0.020 0.025 -0.184 -0.061 0.006 -0.014 -0.003 | -| Dbar_p | 0.004 -0.066 -0.068 0.027 -0.281 0.319 1.000 0.006 -0.084 0.181 0.246 0.003 0.015 -0.096 0.017 -0.027 0.049 0.013 0.048 0.012 -0.083 -0.005 -0.020 -0.002 | -| phi_p | 0.058 0.008 -0.001 0.029 -0.008 0.001 0.006 1.000 -0.001 -0.013 -0.016 0.000 -0.001 0.001 0.002 0.000 0.000 0.000 0.072 0.003 0.001 0.503 -0.042 -0.005 | -| bplus_2 | 0.199 -0.251 0.188 0.014 0.689 -0.104 -0.084 -0.001 1.000 -0.314 0.111 0.008 -0.017 0.100 -0.074 -0.058 -0.061 0.005 0.050 -0.116 0.135 -0.115 -0.011 0.007 | -| bplus_1 | 0.064 0.345 -0.094 -0.847 -0.160 0.102 0.181 -0.013 -0.314 1.000 0.080 -0.006 0.051 0.014 0.115 -0.005 -0.006 -0.003 -0.195 0.073 -0.000 0.016 0.095 0.016 | -| jpsi_p | -0.079 0.210 -0.016 -0.059 0.219 0.082 0.246 -0.016 0.111 0.080 1.000 0.041 -0.010 -0.036 -0.023 -0.072 -0.004 0.032 0.011 -0.022 -0.046 0.021 -0.022 -0.008 | -| DDstar_s | 0.000 0.021 0.022 0.001 0.002 0.014 0.003 0.000 0.008 -0.006 0.041 1.000 0.021 0.006 0.001 0.018 0.028 -0.001 -0.000 0.017 0.008 -0.000 0.000 0.000 | -| psi2s_p | -0.004 0.022 -0.110 -0.006 0.175 0.047 0.015 -0.001 -0.017 0.051 -0.010 0.021 1.000 -0.036 0.016 -0.217 -0.129 0.020 0.012 -0.437 -0.096 -0.001 -0.007 -0.001 | -| p4040_s | 0.037 -0.128 -0.230 0.021 0.336 -0.157 -0.096 0.001 0.100 0.014 -0.036 0.006 -0.036 1.000 0.182 -0.248 -0.553 0.001 0.024 0.084 0.044 -0.024 -0.008 0.001 | -| p4415_s | 0.006 -0.039 -0.138 0.017 0.202 -0.075 0.017 0.002 -0.074 0.115 -0.023 0.001 0.016 0.182 1.000 -0.005 -0.084 0.000 0.027 0.008 0.317 -0.006 -0.010 -0.001 | -| p4040_p | 0.004 0.121 0.159 0.018 -0.320 0.187 -0.027 0.000 -0.058 -0.005 -0.072 0.018 -0.217 -0.248 -0.005 1.000 0.247 0.015 0.003 -0.035 0.304 -0.005 -0.002 -0.000 | -| p4160_p | -0.007 0.218 0.305 0.015 -0.402 0.233 0.049 0.000 -0.061 -0.006 -0.004 0.028 -0.129 -0.553 -0.084 0.247 1.000 0.018 0.001 0.016 -0.152 0.001 -0.002 -0.001 | -| Dbar_s | 0.001 0.002 0.012 0.001 0.008 0.020 0.013 0.000 0.005 -0.003 0.032 -0.001 0.020 0.001 0.000 0.015 0.018 1.000 0.000 0.020 0.003 -0.000 -0.000 0.000 | -| rho_s | 0.104 0.065 0.010 0.288 0.025 0.025 0.048 0.072 0.050 -0.195 0.011 -0.000 0.012 0.024 0.027 0.003 0.001 0.000 1.000 0.027 0.031 0.054 -0.405 -0.042 | -| p3770_s | 0.010 0.173 -0.010 0.049 -0.212 -0.184 0.012 0.003 -0.116 0.073 -0.022 0.017 -0.437 0.084 0.008 -0.035 0.016 0.020 0.027 1.000 0.000 -0.013 -0.012 -0.001 | -| p4160_s | 0.047 -0.076 -0.164 0.036 0.229 -0.061 -0.083 0.001 0.135 -0.000 -0.046 0.008 -0.096 0.044 0.317 0.304 -0.152 0.003 0.031 0.000 1.000 -0.031 -0.011 0.001 | -| phi_s | 0.069 0.014 -0.026 -0.011 -0.051 0.006 -0.005 0.503 -0.115 0.016 0.021 -0.000 -0.001 -0.024 -0.006 -0.005 0.001 -0.000 0.054 -0.013 -0.031 1.000 0.018 0.005 | -| omega_s | 0.332 -0.027 -0.003 -0.130 -0.011 -0.014 -0.020 -0.042 -0.011 0.095 -0.022 0.000 -0.007 -0.008 -0.010 -0.002 -0.002 -0.000 -0.405 -0.012 -0.011 0.018 1.000 0.210 | -| omega_p | 0.021 -0.005 0.001 -0.020 0.001 -0.003 -0.002 -0.005 0.007 0.016 -0.008 0.000 -0.001 0.001 -0.001 -0.000 -0.001 0.000 -0.042 -0.001 0.001 0.005 0.210 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.42449586086767166}), (, {'error': 0.29128074396035886}), (, {'error': 0.17996799342253533}), (, {'error': 0.019049894783228494}), (, {'error': 0.2083369244308973}), (, {'error': 0.1048821273978433}), (, {'error': 0.27140235293941917}), (, {'error': 0.17966245579208628}), (, {'error': 0.08194296303377024}), (, {'error': 0.03910070821091172}), (, {'error': 0.026923076105266563}), (, {'error': 0.014804568419463648}), (, {'error': 0.031703637939688}), (, {'error': 0.17080967569842231}), (, {'error': 0.19027970312930448}), (, {'error': 0.21114803801968574}), (, {'error': 0.10757229658347134}), (, {'error': 0.012035904268007408}), (, {'error': 0.3426734879534418}), (, {'error': 0.2292409576705432}), (, {'error': 0.16557962026901174}), (, {'error': 0.9209067963779516}), (, {'error': 1.0061924493201317}), (, {'error': 0.1958488979635118})]) -Toy 25/25 -Time taken: 2 h, 13 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.34251256265677155 -Mean Ctt error = 0.25720975147431785 -95 Sensitivy = 0.0005557175925292349 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247875.out b/finished fits/ff1data1/slurm-2247875.out deleted file mode 100644 index 0f85b57..0000000 --- a/finished fits/ff1data1/slurm-2247875.out +++ /dev/null @@ -1,5245 +0,0 @@ -Simulation starting -2019-09-05 19:33:30.132336: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:33:30.487580: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:10:00.0 -2019-09-05 19:33:30.488250: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:33:30.491784: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:33:30.495146: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:33:30.496099: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:33:30.499604: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:33:30.502798: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:33:30.510477: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:33:30.516951: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:33:30.517577: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 19:33:30.544968: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 19:33:30.545492: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x559ef234c960 executing computations on platform Host. Devices: -2019-09-05 19:33:30.545544: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:33:30.549805: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:10:00.0 -2019-09-05 19:33:30.550031: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:33:30.550065: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:33:30.550091: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:33:30.550117: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:33:30.550144: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:33:30.550169: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:33:30.550195: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:33:30.557795: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:33:30.558064: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:33:30.785190: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:33:30.785256: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:33:30.785272: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:33:30.795409: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:10:00.0, compute capability: 3.7) -2019-09-05 19:33:30.798811: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x559ef28a8ea0 executing computations on platform CUDA. Devices: -2019-09-05 19:33:30.798879: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:33:33.422955 140083633248000 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:33:33.509568 140083633248000 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:33:34.283414 140083633248000 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:34:09.873213: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:34:20.906529 140083633248000 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309127.2105608 Edm = 50.1538 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309127.2105608 Edm = 50.1538 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306706.6689945 Edm = 7.11867 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306684.7917438 Edm = 93.232 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 302405.5280874 Edm = 183.771 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 300714.0739864 Edm = 1803.29 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299777.3874975 Edm = 2076.55 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299127.9315176 Edm = 610.24 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297874.5035587 Edm = 103.308 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297730.2544984 Edm = 1.05809 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297727.3713777 Edm = 0.190156 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297725.9847151 Edm = 1.46535 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297652.7836759 Edm = 30.7852 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297591.401746 Edm = 1.15293 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297590.4231068 Edm = 0.0472822 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297590.3147631 Edm = 0.0548481 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297582.5973064 Edm = 7.05368 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297582.3013519 Edm = 0.202693 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297473.6332073 Edm = 14.1431 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297461.4248582 Edm = 0.987102 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297460.6237237 Edm = 0.060409 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297460.5249949 Edm = 0.0614453 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297459.6032288 Edm = 0.371 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297455.5136335 Edm = 3.66743 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297305.7966429 Edm = 24.7878 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297286.1177772 Edm = 2.38077 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297284.3142267 Edm = 1.33797 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297283.8616614 Edm = 0.0694925 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297283.8082295 Edm = 0.0184096 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297283.7277085 Edm = 0.0302427 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297283.5992998 Edm = 0.091655 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297273.8333656 Edm = 5.85948 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297259.1395301 Edm = 2.57354 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297256.9532295 Edm = 0.215432 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297256.4543532 Edm = 0.115292 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297256.2264972 Edm = 0.0120045 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297256.1903231 Edm = 0.00823982 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297256.0947561 Edm = 0.0552288 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297250.9032082 Edm = 4.0195 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297240.5526269 Edm = 0.774899 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297239.8060753 Edm = 0.0302926 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297239.7703317 Edm = 0.00666609 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297239.7433422 Edm = 0.0109458 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297239.6925989 Edm = 0.0355988 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297237.3479628 Edm = 2.13771 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297221.2981414 Edm = 6.70673 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297216.5676716 Edm = 0.752582 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297215.4353097 Edm = 0.143687 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297214.8667191 Edm = 0.105034 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297214.7357172 Edm = 0.0681573 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297214.681379 Edm = 0.00505956 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297214.6739 Edm = 0.000926284 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297214.668858 Edm = 0.00377304 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297214.5730651 Edm = 0.0851445 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297209.1492568 Edm = 2.11687 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297205.6641645 Edm = 0.458318 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297205.1077017 Edm = 0.0353742 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297205.0654612 Edm = 0.00795871 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297205.0580703 Edm = 0.00528676 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297205.0546216 Edm = 0.00153516 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297205.0456957 Edm = 0.00760532 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297204.6068007 Edm = 0.428734 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297193.5495635 Edm = 4.71682 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297188.4483343 Edm = 2.23525 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297187.1751346 Edm = 0.70206 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297186.8681887 Edm = 0.0467991 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297186.8053643 Edm = 0.00735388 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297186.795368 Edm = 0.00506013 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297186.7879808 Edm = 0.00440287 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297186.751631 Edm = 0.0457584 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297186.0533577 Edm = 0.67521 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297173.7660895 Edm = 1.57887 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297171.7076663 Edm = 0.090979 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297171.5558067 Edm = 0.0152027 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297171.5406036 Edm = 0.000941173 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297171.5395943 Edm = 0.000400834 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297171.5375444 Edm = 0.00200676 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297171.512595 Edm = 0.0108843 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297171.3968444 Edm = 0.0946182 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297168.1782513 Edm = 0.675344 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297166.7630408 Edm = 0.216164 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297166.5556476 Edm = 0.0688118 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297166.5094797 Edm = 0.00643577 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297166.4984658 Edm = 0.00137323 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297166.4965674 Edm = 5.75482e-05 NCalls = 259 -VariableMetric: After Hessian - FCN = 297166.4965674 Edm = 8.83496 NCalls = 730 -VariableMetric: Iteration # 84 - FCN = 297166.4965674 Edm = 8.83496 NCalls = 730 -VariableMetric: Iteration # 85 - FCN = 297165.6522987 Edm = 15329.8 NCalls = 732 -VariableMetric: Iteration # 86 - FCN = 297165.6036276 Edm = 3149.2 NCalls = 738 -VariableMetric: Iteration # 87 - FCN = 297165.5298154 Edm = 1359.57 NCalls = 743 -VariableMetric: Iteration # 88 - FCN = 297165.3711268 Edm = 1343.02 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297165.2735559 Edm = 169.448 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297164.619287 Edm = 418.557 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297164.1715791 Edm = 207.164 NCalls = 757 -VariableMetric: Iteration # 92 - FCN = 297163.5504702 Edm = 56.6122 NCalls = 760 -VariableMetric: Iteration # 93 - FCN = 297162.9428381 Edm = 198.711 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297161.6271351 Edm = 118.198 NCalls = 766 -VariableMetric: Iteration # 95 - FCN = 297161.2689429 Edm = 51.4315 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297161.115285 Edm = 46.2168 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297160.3650018 Edm = 68.7236 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297160.0071881 Edm = 26.4921 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297159.5705681 Edm = 8.21632 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297159.068712 Edm = 28.0797 NCalls = 780 -VariableMetric: Iteration # 101 - FCN = 297158.5993432 Edm = 2.63338 NCalls = 782 -VariableMetric: Iteration # 102 - FCN = 297158.267052 Edm = 0.833078 NCalls = 784 -VariableMetric: Iteration # 103 - FCN = 297157.8005157 Edm = 12.9083 NCalls = 786 -VariableMetric: Iteration # 104 - FCN = 297157.6045101 Edm = 1.73934 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297157.4418693 Edm = 0.313802 NCalls = 790 -VariableMetric: Iteration # 106 - FCN = 297157.2545539 Edm = 0.0933926 NCalls = 792 -VariableMetric: Iteration # 107 - FCN = 297157.2232002 Edm = 0.0731004 NCalls = 794 -VariableMetric: Iteration # 108 - FCN = 297157.1997157 Edm = 0.061925 NCalls = 796 -VariableMetric: Iteration # 109 - FCN = 297157.1903685 Edm = 0.0722258 NCalls = 798 -VariableMetric: Iteration # 110 - FCN = 297157.1727254 Edm = 0.00936497 NCalls = 799 -VariableMetric: Iteration # 111 - FCN = 297157.1681766 Edm = 0.00874616 NCalls = 801 -VariableMetric: Iteration # 112 - FCN = 297157.1641613 Edm = 0.00125499 NCalls = 803 -VariableMetric: Iteration # 113 - FCN = 297157.163667 Edm = 0.00103078 NCalls = 805 -VariableMetric: Iteration # 114 - FCN = 297157.1632832 Edm = 0.000168784 NCalls = 807 -VariableMetric: Iteration # 115 - FCN = 297157.1631377 Edm = 4.20407e-05 NCalls = 809 -VariableMetric: After Hessian - FCN = 297157.1631377 Edm = 0.000176151 NCalls = 1294 -VariableMetric: Iteration # 116 - FCN = 297157.1631377 Edm = 0.000176151 NCalls = 1294 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 339283.2135071 Edm = 20715.2 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 339283.2135071 Edm = 20715.2 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302139.0116245 Edm = 21.6532 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 302063.708617 Edm = 1.70897 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 302001.9129991 Edm = 60.2204 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 301953.4671187 Edm = 29.7979 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 301325.3922123 Edm = 170.98 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 301165.1813927 Edm = 2.29545 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 301162.8832758 Edm = 0.777788 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 301098.6938587 Edm = 64.5508 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 300777.5284869 Edm = 16.3169 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 300759.2698823 Edm = 3.06669 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 300755.1953841 Edm = 2.43739 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 299735.5038553 Edm = 119.402 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 299631.1894789 Edm = 560.524 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 298921.007547 Edm = 117.278 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 298877.113779 Edm = 107.608 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 298278.8368754 Edm = 7.8425 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 298268.3594702 Edm = 2.63598 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 298259.397142 Edm = 1.08644 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 298251.6851621 Edm = 5.24408 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 298160.3134445 Edm = 32.8639 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 298138.4581853 Edm = 35.1219 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 298082.8480967 Edm = 18.9503 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 298077.604932 Edm = 22.4175 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 298067.9194396 Edm = 6.92551 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 298057.4964162 Edm = 3.5892 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 298037.5847412 Edm = 6.97401 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 298030.272847 Edm = 2.39386 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 298027.9364568 Edm = 0.443442 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 298026.7296984 Edm = 0.336716 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 298024.8823533 Edm = 1.08456 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 298021.3446582 Edm = 8.2551 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 298010.414192 Edm = 22.827 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 298000.3863803 Edm = 5.85509 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297992.0833268 Edm = 12.4606 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297971.1102118 Edm = 18.3771 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297949.1211264 Edm = 68.881 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297935.1874279 Edm = 25.1042 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297924.8715638 Edm = 24.4108 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297873.9693926 Edm = 6.49429 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297862.5514042 Edm = 1.2571 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297860.8395649 Edm = 0.344264 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297860.2661343 Edm = 0.0864788 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297859.9381558 Edm = 0.260259 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297855.5526743 Edm = 3.07417 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297807.4416267 Edm = 16.7082 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297787.9740019 Edm = 2.70981 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297785.8931774 Edm = 0.625265 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297785.1709784 Edm = 0.236989 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297784.8466967 Edm = 0.0808356 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297784.7636071 Edm = 0.0343265 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297784.5956098 Edm = 0.177219 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297782.0912827 Edm = 2.38125 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297781.9622549 Edm = 0.092151 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297779.1937449 Edm = 1.54194 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297774.7448375 Edm = 2.43274 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297755.0132183 Edm = 6.6568 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297732.6781457 Edm = 28.3156 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297725.4338778 Edm = 2.11474 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297723.8007952 Edm = 0.175904 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297723.4702582 Edm = 0.0832977 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297722.6757166 Edm = 0.323218 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297722.3217552 Edm = 0.678102 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297721.8724062 Edm = 0.266462 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297718.4134977 Edm = 3.54227 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297705.5428539 Edm = 9.2577 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297632.4756147 Edm = 9.26559 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297622.0346365 Edm = 9.01596 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297603.3510695 Edm = 8.60789 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297596.0323474 Edm = 2.95642 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297594.3888769 Edm = 0.350548 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297594.0910508 Edm = 0.0327139 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297594.0582202 Edm = 0.00929554 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297594.0358372 Edm = 0.0133213 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297593.7197029 Edm = 0.201396 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297591.0024452 Edm = 1.84954 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297570.4899493 Edm = 12.4676 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297544.849774 Edm = 6.86321 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297534.9926876 Edm = 3.36549 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297530.7909083 Edm = 4.33238 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297526.4448052 Edm = 1.24612 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297525.4567265 Edm = 0.261582 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297525.2943667 Edm = 0.0186825 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297525.2728053 Edm = 0.00567584 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297525.2551333 Edm = 0.0115853 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297524.9963491 Edm = 0.260566 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297522.4271161 Edm = 2.22707 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297502.6873385 Edm = 7.42742 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297494.2702288 Edm = 0.828098 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297493.5926554 Edm = 0.0913808 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297493.5096606 Edm = 0.00577036 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297493.5013755 Edm = 0.00232786 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297493.4712186 Edm = 0.0198182 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297493.2270303 Edm = 0.165843 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297486.7763904 Edm = 4.82725 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297472.3676522 Edm = 5.64301 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297465.7069051 Edm = 1.20217 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297464.642217 Edm = 0.0916582 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297464.5637316 Edm = 0.00710412 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297464.55456 Edm = 0.00143823 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297464.5509484 Edm = 0.00144781 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297464.5349086 Edm = 0.0163643 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297464.439278 Edm = 0.0907576 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297463.6406222 Edm = 0.822143 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297455.5712349 Edm = 2.03595 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297453.6302458 Edm = 0.178029 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297453.4548454 Edm = 0.0227397 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297453.4305574 Edm = 0.00234711 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297453.4278156 Edm = 0.000393841 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297453.4200334 Edm = 0.00710843 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297453.0624034 Edm = 0.320611 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297449.6634544 Edm = 1.86593 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297446.0047357 Edm = 0.718079 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297444.8915664 Edm = 0.0301276 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297444.8630672 Edm = 0.00113811 NCalls = 364 -VariableMetric: Iteration # 115 - FCN = 297444.861996 Edm = 0.000201695 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297444.8599402 Edm = 0.00148786 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297444.7745411 Edm = 0.068781 NCalls = 373 -VariableMetric: Iteration # 118 - FCN = 297442.8347471 Edm = 0.981254 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297440.7060536 Edm = 0.126006 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297440.507904 Edm = 0.010396 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297440.49158 Edm = 0.00193654 NCalls = 383 -VariableMetric: Iteration # 122 - FCN = 297440.4888685 Edm = 0.000138111 NCalls = 385 -VariableMetric: Iteration # 123 - FCN = 297440.48867 Edm = 6.19166e-05 NCalls = 387 -VariableMetric: After Hessian - FCN = 297440.48867 Edm = 8.03815 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297440.48867 Edm = 8.03815 NCalls = 868 -VariableMetric: Iteration # 125 - FCN = 297434.0519811 Edm = 6.21646 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297431.8964394 Edm = 0.648756 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297431.4878778 Edm = 0.363065 NCalls = 882 -VariableMetric: Iteration # 128 - FCN = 297431.0572313 Edm = 0.140956 NCalls = 888 -VariableMetric: Iteration # 129 - FCN = 297430.9593663 Edm = 0.226518 NCalls = 889 -VariableMetric: Iteration # 130 - FCN = 297430.761021 Edm = 0.0562467 NCalls = 891 -VariableMetric: Iteration # 131 - FCN = 297430.6530324 Edm = 0.0333403 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297430.5708442 Edm = 0.0520553 NCalls = 898 -VariableMetric: Iteration # 133 - FCN = 297430.4939215 Edm = 0.137831 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297430.3905761 Edm = 0.31008 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297430.1305002 Edm = 0.468475 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297429.9579117 Edm = 0.407369 NCalls = 914 -VariableMetric: Iteration # 137 - FCN = 297429.9020722 Edm = 0.870084 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297429.2995537 Edm = 0.604921 NCalls = 920 -VariableMetric: Iteration # 139 - FCN = 297428.8399405 Edm = 0.279925 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297428.2065613 Edm = 0.0735274 NCalls = 925 -VariableMetric: Iteration # 141 - FCN = 297428.0920789 Edm = 0.0381945 NCalls = 927 -VariableMetric: Iteration # 142 - FCN = 297428.0078221 Edm = 0.0162534 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297427.9975117 Edm = 0.00763292 NCalls = 931 -VariableMetric: Iteration # 144 - FCN = 297427.9819034 Edm = 0.00695046 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297427.9543833 Edm = 0.00844699 NCalls = 936 -VariableMetric: Iteration # 146 - FCN = 297427.9368752 Edm = 0.0104119 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297427.9302636 Edm = 0.00737575 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297427.9192518 Edm = 0.00288539 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297427.9129582 Edm = 0.00502017 NCalls = 947 -VariableMetric: Iteration # 150 - FCN = 297427.9102468 Edm = 0.001197 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297427.9086475 Edm = 0.000164085 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 297427.9083913 Edm = 9.96024e-06 NCalls = 953 -VariableMetric: After Hessian - FCN = 297427.9083913 Edm = 9.76478e-06 NCalls = 1442 -VariableMetric: Iteration # 153 - FCN = 297427.9083913 Edm = 9.76478e-06 NCalls = 1442 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302399.5754337 Edm = 11.6685 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302399.5754337 Edm = 11.6685 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298219.9493991 Edm = 5.24117 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298099.1429822 Edm = 2.42468 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298095.5192495 Edm = 3.95221 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 297973.1355282 Edm = 73.7374 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297655.232152 Edm = 43.7909 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297640.047789 Edm = 3.59593 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297636.4939786 Edm = 0.214061 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297635.7128287 Edm = 0.677889 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297614.1472064 Edm = 17.3172 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297544.3429875 Edm = 6.74617 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297537.3768887 Edm = 0.106492 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297537.2481147 Edm = 0.0266956 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297535.909507 Edm = 1.27307 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297422.6734228 Edm = 19.3486 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297392.145987 Edm = 8.4076 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297382.9469403 Edm = 10.8703 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297363.8153839 Edm = 2.03466 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297361.5807198 Edm = 0.0438321 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297361.5332731 Edm = 0.0115886 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297359.2669483 Edm = 2.72166 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297359.2346068 Edm = 0.0178672 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297358.5635074 Edm = 0.718636 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297352.2420646 Edm = 5.23582 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297324.9262244 Edm = 14.0106 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297314.0611358 Edm = 3.95781 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297310.1698847 Edm = 1.82578 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297304.0002222 Edm = 1.0135 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297302.813948 Edm = 0.169182 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297302.6709584 Edm = 0.0193611 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297302.6462955 Edm = 0.0025666 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297302.6326138 Edm = 0.00880123 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297301.3850668 Edm = 0.961208 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297289.0791531 Edm = 0.112696 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297288.9867975 Edm = 0.0128262 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297288.9733442 Edm = 0.00228497 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297288.9636697 Edm = 0.0069628 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297288.8851219 Edm = 0.101489 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297288.0236475 Edm = 0.839705 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297277.7210747 Edm = 4.41034 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297269.2248008 Edm = 0.216084 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297269.0929653 Edm = 0.0130148 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297269.0822271 Edm = 0.00129666 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297269.0784914 Edm = 0.00122568 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297269.0727013 Edm = 0.00388254 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297268.6633266 Edm = 0.302628 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297261.3699772 Edm = 3.21301 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297260.6913912 Edm = 1.25101 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297259.738545 Edm = 0.325013 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297259.4108602 Edm = 0.182946 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297259.2085002 Edm = 0.0583945 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297259.0983736 Edm = 0.0313253 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297259.0164811 Edm = 0.0117244 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297259.0080471 Edm = 0.00106259 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297259.0069776 Edm = 0.000198644 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297259.0005258 Edm = 0.00536203 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297258.841924 Edm = 0.11707 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297257.1806256 Edm = 1.19389 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297255.2210209 Edm = 0.91293 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297255.0032344 Edm = 0.165089 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297254.843158 Edm = 0.017312 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297254.8095305 Edm = 0.0133227 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297254.7932692 Edm = 0.00158441 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297254.7912828 Edm = 0.00025969 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297254.7902604 Edm = 0.000633235 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297254.7813713 Edm = 0.00591225 NCalls = 197 -VariableMetric: Iteration # 66 - FCN = 297254.7117292 Edm = 0.0541576 NCalls = 200 -VariableMetric: Iteration # 67 - FCN = 297253.2674939 Edm = 1.0346 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297251.9534752 Edm = 0.401495 NCalls = 206 -VariableMetric: Iteration # 69 - FCN = 297251.6328613 Edm = 0.0438491 NCalls = 208 -VariableMetric: Iteration # 70 - FCN = 297251.5952354 Edm = 0.00489172 NCalls = 209 -VariableMetric: Iteration # 71 - FCN = 297251.5875189 Edm = 0.00602395 NCalls = 211 -VariableMetric: Iteration # 72 - FCN = 297251.5821984 Edm = 0.000882492 NCalls = 213 -VariableMetric: Iteration # 73 - FCN = 297251.5811611 Edm = 0.000406033 NCalls = 215 -VariableMetric: Iteration # 74 - FCN = 297251.5754792 Edm = 0.00524488 NCalls = 219 -VariableMetric: Iteration # 75 - FCN = 297251.5027867 Edm = 0.0656119 NCalls = 222 -VariableMetric: Iteration # 76 - FCN = 297250.5473141 Edm = 1.13849 NCalls = 225 -VariableMetric: Iteration # 77 - FCN = 297250.3110375 Edm = 0.225103 NCalls = 228 -VariableMetric: Iteration # 78 - FCN = 297248.971277 Edm = 0.893413 NCalls = 233 -VariableMetric: Iteration # 79 - FCN = 297247.653045 Edm = 0.194105 NCalls = 235 -VariableMetric: Iteration # 80 - FCN = 297247.5837693 Edm = 0.0164771 NCalls = 237 -VariableMetric: Iteration # 81 - FCN = 297247.5674691 Edm = 0.00447737 NCalls = 238 -VariableMetric: Iteration # 82 - FCN = 297247.5614262 Edm = 0.000935363 NCalls = 240 -VariableMetric: Iteration # 83 - FCN = 297247.5602091 Edm = 0.000135418 NCalls = 242 -VariableMetric: Iteration # 84 - FCN = 297247.5599854 Edm = 0.000207619 NCalls = 244 -VariableMetric: Iteration # 85 - FCN = 297247.558375 Edm = 0.00156263 NCalls = 248 -VariableMetric: Iteration # 86 - FCN = 297247.4951661 Edm = 0.0551487 NCalls = 255 -VariableMetric: Iteration # 87 - FCN = 297246.7472527 Edm = 0.110363 NCalls = 258 -VariableMetric: Iteration # 88 - FCN = 297246.6155781 Edm = 0.00289658 NCalls = 260 -VariableMetric: Iteration # 89 - FCN = 297246.6119975 Edm = 0.000361408 NCalls = 262 -VariableMetric: Iteration # 90 - FCN = 297246.6116642 Edm = 5.3376e-05 NCalls = 264 -VariableMetric: After Hessian - FCN = 297246.6116642 Edm = 3.09773 NCalls = 735 -VariableMetric: Iteration # 91 - FCN = 297246.6116642 Edm = 3.09773 NCalls = 735 -VariableMetric: Iteration # 92 - FCN = 297245.0029395 Edm = 59.8028 NCalls = 737 -VariableMetric: Iteration # 93 - FCN = 297243.122517 Edm = 1.02404 NCalls = 739 -VariableMetric: Iteration # 94 - FCN = 297241.6886642 Edm = 0.125167 NCalls = 742 -VariableMetric: Iteration # 95 - FCN = 297241.5270713 Edm = 0.0231096 NCalls = 744 -VariableMetric: Iteration # 96 - FCN = 297241.5015832 Edm = 0.00390518 NCalls = 746 -VariableMetric: Iteration # 97 - FCN = 297241.4971751 Edm = 0.00169719 NCalls = 748 -VariableMetric: Iteration # 98 - FCN = 297241.493438 Edm = 0.00253484 NCalls = 751 -VariableMetric: Iteration # 99 - FCN = 297241.4873244 Edm = 0.00338333 NCalls = 756 -VariableMetric: Iteration # 100 - FCN = 297241.4834795 Edm = 0.000600892 NCalls = 758 -VariableMetric: Iteration # 101 - FCN = 297241.4830088 Edm = 0.000139769 NCalls = 760 -VariableMetric: Iteration # 102 - FCN = 297241.4828751 Edm = 1.7918e-05 NCalls = 762 -VariableMetric: After Hessian - FCN = 297241.4828751 Edm = 3.66398e-05 NCalls = 1247 -VariableMetric: Iteration # 103 - FCN = 297241.4828751 Edm = 3.66398e-05 NCalls = 1247 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326611.3948677 Edm = 524.67 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326611.3948677 Edm = 524.67 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307935.910822 Edm = 87.4441 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 306764.5345075 Edm = 124.856 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 306478.5260348 Edm = 8.08681 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 300008.5123314 Edm = 13572.7 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299781.5740509 Edm = 9.71428 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299698.4268085 Edm = 65.7968 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298744.0270909 Edm = 33.2285 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298691.1426676 Edm = 3.91707 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298681.460144 Edm = 1.78066 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298676.2297643 Edm = 2.37545 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298225.0665306 Edm = 105.178 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298055.0639396 Edm = 146.971 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297878.0876837 Edm = 37.4752 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297827.1060013 Edm = 16.0182 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297817.0902405 Edm = 0.281221 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297816.6169569 Edm = 0.193042 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297797.540925 Edm = 16.7221 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297720.4193621 Edm = 7.87593 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297713.6632259 Edm = 0.0872157 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297713.5429565 Edm = 0.0462201 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297704.8634702 Edm = 8.38216 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297566.0749215 Edm = 12.6619 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297551.1097497 Edm = 2.59096 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297547.7653332 Edm = 0.699288 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297547.0508461 Edm = 0.201815 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297546.8653915 Edm = 0.0300094 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297546.6203061 Edm = 0.140587 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297531.360473 Edm = 4.30742 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297523.5413227 Edm = 0.438077 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297522.2647553 Edm = 0.453503 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297521.8423663 Edm = 0.108339 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297521.7446338 Edm = 0.00959761 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297521.6632748 Edm = 0.0879436 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297520.313192 Edm = 1.46583 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297514.5312271 Edm = 5.25496 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297492.2792961 Edm = 19.4814 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297478.5632355 Edm = 11.614 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297471.7025781 Edm = 0.966878 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297469.2651234 Edm = 0.278147 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297468.802315 Edm = 0.0406046 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297468.7591021 Edm = 0.00450666 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297468.7493639 Edm = 0.00535285 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297468.66249 Edm = 0.0702369 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297463.6584599 Edm = 4.421 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297436.12983 Edm = 7.87614 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297428.4396956 Edm = 7.09945 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297424.8221177 Edm = 3.64609 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297419.7083537 Edm = 1.63744 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297417.251702 Edm = 0.541849 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297416.7943752 Edm = 0.0227959 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297416.7645419 Edm = 0.00398666 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297416.7437923 Edm = 0.0143229 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297416.6874262 Edm = 0.0151406 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297416.6301297 Edm = 0.0404169 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297412.4598483 Edm = 3.70186 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297402.3687071 Edm = 6.00792 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297397.9419003 Edm = 0.595386 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297396.9467836 Edm = 0.468888 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297396.4590628 Edm = 0.156437 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297396.2848025 Edm = 0.0284151 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297396.2444509 Edm = 0.00216567 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297396.2411828 Edm = 0.000408009 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297396.2379192 Edm = 0.00292261 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297396.1847551 Edm = 0.0433935 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297395.0609651 Edm = 1.11688 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297391.868699 Edm = 1.25265 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297390.4387201 Edm = 1.30922 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297389.5954397 Edm = 0.152994 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297389.2996697 Edm = 0.125598 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297389.2157729 Edm = 0.0134824 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297389.199897 Edm = 0.00392988 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297389.1932158 Edm = 0.000598684 NCalls = 226 -VariableMetric: Iteration # 73 - FCN = 297389.1924856 Edm = 0.000142946 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297389.1906835 Edm = 0.00106649 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297389.1848204 Edm = 0.00200375 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297389.1562601 Edm = 0.0266675 NCalls = 236 -VariableMetric: Iteration # 77 - FCN = 297387.7188697 Edm = 1.59759 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297386.7920881 Edm = 0.998191 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297386.3743482 Edm = 0.516929 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297385.6731716 Edm = 0.453426 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297384.9719471 Edm = 0.460932 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297384.3799263 Edm = 0.224728 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297384.164557 Edm = 0.162088 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297383.9592194 Edm = 0.0856666 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297383.8617727 Edm = 0.0656298 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297383.7956309 Edm = 0.0156349 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297383.7732749 Edm = 0.00261784 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297383.7694837 Edm = 0.00101228 NCalls = 275 -VariableMetric: Iteration # 89 - FCN = 297383.7657661 Edm = 0.00219711 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297383.7266079 Edm = 0.0601878 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297383.6814062 Edm = 0.0453627 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297383.4225064 Edm = 0.245678 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297378.9240189 Edm = 7.88905 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297378.6835653 Edm = 1.60283 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297377.2153877 Edm = 4.2895 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297372.172387 Edm = 9.50747 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297371.6639883 Edm = 1.34315 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297357.8040524 Edm = 21.1555 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297357.5796623 Edm = 1.49333 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297355.9569025 Edm = 1.91684 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297353.3540823 Edm = 5.66132 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297350.3804863 Edm = 3.25566 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297347.4077661 Edm = 1.0711 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297346.5051509 Edm = 1.4697 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297345.8179455 Edm = 0.495841 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297344.5283508 Edm = 0.590681 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297343.55037 Edm = 0.722835 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297341.6022992 Edm = 1.36479 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297339.1172442 Edm = 0.86047 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297337.9765103 Edm = 0.987694 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297336.4395063 Edm = 0.863108 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297335.6875361 Edm = 0.61338 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297335.3897373 Edm = 0.254842 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297335.1233625 Edm = 0.0826836 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297335.0062837 Edm = 0.057635 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297334.9050092 Edm = 0.0359765 NCalls = 370 -VariableMetric: Iteration # 117 - FCN = 297334.819874 Edm = 0.0564275 NCalls = 372 -VariableMetric: Iteration # 118 - FCN = 297334.7285258 Edm = 0.0209053 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297334.6954219 Edm = 0.00626051 NCalls = 377 -VariableMetric: Iteration # 120 - FCN = 297334.6781332 Edm = 0.0106655 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297334.6622358 Edm = 0.00498528 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297334.6590168 Edm = 0.00167097 NCalls = 385 -VariableMetric: Iteration # 123 - FCN = 297334.6573036 Edm = 0.000437754 NCalls = 387 -VariableMetric: Iteration # 124 - FCN = 297334.6560444 Edm = 0.000522104 NCalls = 389 -VariableMetric: Iteration # 125 - FCN = 297334.6544473 Edm = 0.000965625 NCalls = 391 -VariableMetric: Iteration # 126 - FCN = 297334.6524025 Edm = 0.000840039 NCalls = 394 -VariableMetric: Iteration # 127 - FCN = 297334.6503854 Edm = 0.000703307 NCalls = 396 -VariableMetric: Iteration # 128 - FCN = 297334.6488051 Edm = 0.00124223 NCalls = 398 -VariableMetric: Iteration # 129 - FCN = 297334.6429493 Edm = 0.0046495 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297334.623125 Edm = 0.00686994 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297334.6106621 Edm = 0.00207949 NCalls = 409 -VariableMetric: Iteration # 132 - FCN = 297334.5994271 Edm = 0.012237 NCalls = 412 -VariableMetric: Iteration # 133 - FCN = 297334.5690589 Edm = 0.032372 NCalls = 416 -VariableMetric: Iteration # 134 - FCN = 297334.4563902 Edm = 0.139642 NCalls = 422 -VariableMetric: Iteration # 135 - FCN = 297334.3753892 Edm = 0.112789 NCalls = 427 -VariableMetric: Iteration # 136 - FCN = 297334.3573954 Edm = 0.0205448 NCalls = 430 -VariableMetric: Iteration # 137 - FCN = 297334.0381632 Edm = 0.404383 NCalls = 438 -VariableMetric: Iteration # 138 - FCN = 297334.0287696 Edm = 0.0714808 NCalls = 442 -VariableMetric: Iteration # 139 - FCN = 297333.5915474 Edm = 0.406451 NCalls = 449 -VariableMetric: Iteration # 140 - FCN = 297333.5548276 Edm = 0.049849 NCalls = 453 -VariableMetric: Iteration # 141 - FCN = 297333.5229335 Edm = 0.0247674 NCalls = 457 -VariableMetric: Iteration # 142 - FCN = 297333.0570416 Edm = 0.620022 NCalls = 465 -VariableMetric: Iteration # 143 - FCN = 297332.8254631 Edm = 0.577827 NCalls = 467 -VariableMetric: Iteration # 144 - FCN = 297332.1217634 Edm = 0.513876 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297331.815471 Edm = 0.197933 NCalls = 477 -VariableMetric: Iteration # 146 - FCN = 297331.5826866 Edm = 0.114999 NCalls = 479 -VariableMetric: Iteration # 147 - FCN = 297331.5135611 Edm = 0.0133573 NCalls = 481 -VariableMetric: Iteration # 148 - FCN = 297331.5034013 Edm = 0.00360742 NCalls = 483 -VariableMetric: Iteration # 149 - FCN = 297331.4963875 Edm = 0.00537285 NCalls = 485 -VariableMetric: Iteration # 150 - FCN = 297331.4116271 Edm = 0.0490515 NCalls = 489 -VariableMetric: Iteration # 151 - FCN = 297331.3534857 Edm = 0.031375 NCalls = 492 -VariableMetric: Iteration # 152 - FCN = 297331.3377063 Edm = 0.00483056 NCalls = 494 -VariableMetric: Iteration # 153 - FCN = 297331.3221437 Edm = 0.00904336 NCalls = 496 -VariableMetric: Iteration # 154 - FCN = 297331.3094284 Edm = 0.00388812 NCalls = 498 -VariableMetric: Iteration # 155 - FCN = 297331.3048467 Edm = 0.00103047 NCalls = 500 -VariableMetric: Iteration # 156 - FCN = 297331.302653 Edm = 0.000370965 NCalls = 502 -VariableMetric: Iteration # 157 - FCN = 297331.3017194 Edm = 0.000692993 NCalls = 504 -VariableMetric: Iteration # 158 - FCN = 297331.2992793 Edm = 0.00133182 NCalls = 507 -VariableMetric: Iteration # 159 - FCN = 297331.2970678 Edm = 0.000202191 NCalls = 510 -VariableMetric: Iteration # 160 - FCN = 297331.2964613 Edm = 0.000503008 NCalls = 512 -VariableMetric: Iteration # 161 - FCN = 297331.2675621 Edm = 0.0305295 NCalls = 518 -VariableMetric: Iteration # 162 - FCN = 297331.2520263 Edm = 0.0150274 NCalls = 523 -VariableMetric: Iteration # 163 - FCN = 297330.1853976 Edm = 0.86207 NCalls = 528 -VariableMetric: Iteration # 164 - FCN = 297329.6726903 Edm = 0.167241 NCalls = 535 -VariableMetric: Iteration # 165 - FCN = 297329.5863691 Edm = 0.319739 NCalls = 537 -VariableMetric: Iteration # 166 - FCN = 297329.450621 Edm = 0.085184 NCalls = 540 -VariableMetric: Iteration # 167 - FCN = 297329.3764346 Edm = 0.0553895 NCalls = 542 -VariableMetric: Iteration # 168 - FCN = 297329.2591 Edm = 0.0474774 NCalls = 546 -VariableMetric: Iteration # 169 - FCN = 297329.2076331 Edm = 0.0905925 NCalls = 547 -VariableMetric: Iteration # 170 - FCN = 297329.1550207 Edm = 0.018502 NCalls = 549 -VariableMetric: Iteration # 171 - FCN = 297329.1284246 Edm = 0.00648926 NCalls = 552 -VariableMetric: Iteration # 172 - FCN = 297329.0954475 Edm = 0.0120852 NCalls = 556 -VariableMetric: Iteration # 173 - FCN = 297329.0785092 Edm = 0.013756 NCalls = 559 -VariableMetric: Iteration # 174 - FCN = 297329.0716204 Edm = 0.00187575 NCalls = 560 -VariableMetric: Iteration # 175 - FCN = 297329.0677356 Edm = 0.000807921 NCalls = 562 -VariableMetric: Iteration # 176 - FCN = 297329.0668412 Edm = 0.000114573 NCalls = 564 -VariableMetric: Iteration # 177 - FCN = 297329.0666319 Edm = 0.000121053 NCalls = 566 -VariableMetric: Iteration # 178 - FCN = 297329.06565 Edm = 0.000889945 NCalls = 570 -VariableMetric: Iteration # 179 - FCN = 297329.0512596 Edm = 0.015739 NCalls = 574 -VariableMetric: Iteration # 180 - FCN = 297329.0137387 Edm = 0.0661075 NCalls = 580 -VariableMetric: Iteration # 181 - FCN = 297328.9862778 Edm = 0.0381957 NCalls = 585 -VariableMetric: Iteration # 182 - FCN = 297328.8780298 Edm = 0.0940273 NCalls = 594 -VariableMetric: Iteration # 183 - FCN = 297326.1429584 Edm = 1.53032 NCalls = 600 -VariableMetric: Iteration # 184 - FCN = 297326.0353371 Edm = 0.170201 NCalls = 602 -VariableMetric: Iteration # 185 - FCN = 297324.972203 Edm = 0.735754 NCalls = 606 -VariableMetric: Iteration # 186 - FCN = 297324.786904 Edm = 0.646644 NCalls = 608 -VariableMetric: Iteration # 187 - FCN = 297324.4757172 Edm = 0.0176456 NCalls = 610 -VariableMetric: Iteration # 188 - FCN = 297324.456351 Edm = 0.00304687 NCalls = 612 -VariableMetric: Iteration # 189 - FCN = 297324.4430393 Edm = 0.0048857 NCalls = 614 -VariableMetric: Iteration # 190 - FCN = 297324.4354982 Edm = 0.000588773 NCalls = 617 -VariableMetric: Iteration # 191 - FCN = 297324.434987 Edm = 2.59287e-05 NCalls = 619 -VariableMetric: After Hessian - FCN = 297324.434987 Edm = 29.2845 NCalls = 1112 -VariableMetric: Iteration # 192 - FCN = 297324.434987 Edm = 29.2845 NCalls = 1112 -VariableMetric: Iteration # 193 - FCN = 297324.3505107 Edm = 33.2876 NCalls = 1116 -VariableMetric: Iteration # 194 - FCN = 297324.3423927 Edm = 7236.63 NCalls = 1120 -VariableMetric: Iteration # 195 - FCN = 297324.2692784 Edm = 466.982 NCalls = 1123 -VariableMetric: Iteration # 196 - FCN = 297324.2604954 Edm = 99.8143 NCalls = 1127 -VariableMetric: Iteration # 197 - FCN = 297324.2242284 Edm = 645.626 NCalls = 1131 -VariableMetric: Iteration # 198 - FCN = 297324.1249697 Edm = 132.564 NCalls = 1134 -VariableMetric: Iteration # 199 - FCN = 297324.0207451 Edm = 34.7859 NCalls = 1137 -VariableMetric: Iteration # 200 - FCN = 297323.919016 Edm = 20.5114 NCalls = 1140 -VariableMetric: Iteration # 201 - FCN = 297323.8520195 Edm = 26.1205 NCalls = 1143 -VariableMetric: Iteration # 202 - FCN = 297323.7284242 Edm = 29.0998 NCalls = 1146 -VariableMetric: Iteration # 203 - FCN = 297323.5642794 Edm = 7.98354 NCalls = 1149 -VariableMetric: Iteration # 204 - FCN = 297323.3182293 Edm = 41.9683 NCalls = 1151 -VariableMetric: Iteration # 205 - FCN = 297323.1771281 Edm = 14.6556 NCalls = 1153 -VariableMetric: Iteration # 206 - FCN = 297322.9380919 Edm = 2.3319 NCalls = 1155 -VariableMetric: Iteration # 207 - FCN = 297322.7335773 Edm = 1.23639 NCalls = 1157 -VariableMetric: Iteration # 208 - FCN = 297322.6494711 Edm = 0.873128 NCalls = 1159 -VariableMetric: Iteration # 209 - FCN = 297322.5877236 Edm = 0.687776 NCalls = 1161 -VariableMetric: Iteration # 210 - FCN = 297322.5094483 Edm = 0.443173 NCalls = 1163 -VariableMetric: Iteration # 211 - FCN = 297322.4369251 Edm = 4.33824 NCalls = 1165 -VariableMetric: Iteration # 212 - FCN = 297322.3519533 Edm = 0.459688 NCalls = 1167 -VariableMetric: Iteration # 213 - FCN = 297322.2268335 Edm = 0.247222 NCalls = 1169 -VariableMetric: Iteration # 214 - FCN = 297322.1836529 Edm = 0.245779 NCalls = 1171 -VariableMetric: Iteration # 215 - FCN = 297322.1401252 Edm = 0.0486022 NCalls = 1173 -VariableMetric: Iteration # 216 - FCN = 297322.0946705 Edm = 0.069707 NCalls = 1175 -VariableMetric: Iteration # 217 - FCN = 297322.0359772 Edm = 0.177765 NCalls = 1179 -VariableMetric: Iteration # 218 - FCN = 297322.0037548 Edm = 0.158054 NCalls = 1182 -VariableMetric: Iteration # 219 - FCN = 297321.908737 Edm = 1.12886 NCalls = 1184 -VariableMetric: Iteration # 220 - FCN = 297321.8636031 Edm = 0.0590795 NCalls = 1187 -VariableMetric: Iteration # 221 - FCN = 297321.4098267 Edm = 0.3554 NCalls = 1192 -VariableMetric: Iteration # 222 - FCN = 297321.1976048 Edm = 0.0891372 NCalls = 1195 -VariableMetric: Iteration # 223 - FCN = 297321.1399625 Edm = 0.0514559 NCalls = 1197 -VariableMetric: Iteration # 224 - FCN = 297321.1225129 Edm = 0.018756 NCalls = 1199 -VariableMetric: Iteration # 225 - FCN = 297321.1087085 Edm = 0.0110583 NCalls = 1201 -VariableMetric: Iteration # 226 - FCN = 297321.0883568 Edm = 0.00859913 NCalls = 1203 -VariableMetric: Iteration # 227 - FCN = 297321.0674398 Edm = 0.0119218 NCalls = 1205 -VariableMetric: Iteration # 228 - FCN = 297321.0479412 Edm = 0.0194891 NCalls = 1208 -VariableMetric: Iteration # 229 - FCN = 297320.9973328 Edm = 0.0189535 NCalls = 1211 -VariableMetric: Iteration # 230 - FCN = 297320.9808459 Edm = 0.0195309 NCalls = 1213 -VariableMetric: Iteration # 231 - FCN = 297320.9668747 Edm = 0.00228409 NCalls = 1215 -VariableMetric: Iteration # 232 - FCN = 297320.9637206 Edm = 0.00158426 NCalls = 1218 -VariableMetric: Iteration # 233 - FCN = 297320.9615677 Edm = 0.00110761 NCalls = 1220 -VariableMetric: Iteration # 234 - FCN = 297320.959157 Edm = 0.000700486 NCalls = 1222 -VariableMetric: Iteration # 235 - FCN = 297320.9584111 Edm = 0.000182248 NCalls = 1224 -VariableMetric: Iteration # 236 - FCN = 297320.958069 Edm = 0.00018964 NCalls = 1226 -VariableMetric: Iteration # 237 - FCN = 297320.9575873 Edm = 0.000374089 NCalls = 1228 -VariableMetric: Iteration # 238 - FCN = 297320.9556044 Edm = 0.00124901 NCalls = 1232 -VariableMetric: Iteration # 239 - FCN = 297320.9507598 Edm = 0.00940471 NCalls = 1237 -VariableMetric: Iteration # 240 - FCN = 297320.9437902 Edm = 0.0051526 NCalls = 1240 -VariableMetric: Iteration # 241 - FCN = 297320.9321317 Edm = 0.0131242 NCalls = 1243 -VariableMetric: Iteration # 242 - FCN = 297320.9274554 Edm = 0.00166038 NCalls = 1245 -VariableMetric: Iteration # 243 - FCN = 297320.9254525 Edm = 0.000526153 NCalls = 1247 -VariableMetric: Iteration # 244 - FCN = 297320.9247115 Edm = 0.000475986 NCalls = 1251 -VariableMetric: Iteration # 245 - FCN = 297320.9236132 Edm = 0.000522582 NCalls = 1254 -VariableMetric: Iteration # 246 - FCN = 297320.922644 Edm = 0.000223437 NCalls = 1257 -VariableMetric: Iteration # 247 - FCN = 297320.922412 Edm = 2.41087e-05 NCalls = 1259 -VariableMetric: After Hessian - FCN = 297320.922412 Edm = 2.67932e-05 NCalls = 1754 -VariableMetric: Iteration # 248 - FCN = 297320.922412 Edm = 2.67932e-05 NCalls = 1754 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321041.6030958 Edm = 66.9591 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321041.6030958 Edm = 66.9591 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299449.4876528 Edm = 2.68017 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299446.2910947 Edm = 4.35633 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299401.2966879 Edm = 48.6873 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299368.5907904 Edm = 29.198 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298963.4113371 Edm = 2.05172 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298958.4725132 Edm = 1.87622 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298942.713429 Edm = 18.3547 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298555.715588 Edm = 79.2324 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298473.7181462 Edm = 8.51099 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298466.8858398 Edm = 0.25515 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298466.6244899 Edm = 0.0487409 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298464.0743726 Edm = 2.66712 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298385.2837492 Edm = 2.97459 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298205.9408338 Edm = 155.085 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298178.5324341 Edm = 0.101676 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298178.3816341 Edm = 0.0552413 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 298163.6620832 Edm = 11.9026 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 298096.6043926 Edm = 15.3656 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 298084.3830836 Edm = 0.848385 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 298083.2382459 Edm = 0.13171 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 298082.9177191 Edm = 0.0885775 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 298082.4358326 Edm = 0.473708 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 298023.5587223 Edm = 67.062 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 298023.1856114 Edm = 0.417183 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 298019.6190955 Edm = 4.7506 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 298015.274388 Edm = 4.23144 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297874.7121817 Edm = 29.5847 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297847.0984261 Edm = 25.572 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297841.2455335 Edm = 2.27336 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297824.6664663 Edm = 8.21382 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297805.1292403 Edm = 13.8776 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297799.6559106 Edm = 6.73366 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297786.7428608 Edm = 2.00089 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297782.889868 Edm = 5.3381 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297781.1303802 Edm = 1.07488 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297779.726171 Edm = 0.973693 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297779.2219184 Edm = 0.13635 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297779.0237016 Edm = 0.0471134 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297778.4910982 Edm = 0.495217 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297769.373677 Edm = 13.889 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297769.2297538 Edm = 0.232346 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297767.4948732 Edm = 1.82994 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297765.478181 Edm = 1.49275 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297743.381203 Edm = 9.81965 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297716.8121565 Edm = 8.05732 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297709.9424909 Edm = 0.81211 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297708.926082 Edm = 0.105688 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297708.7772034 Edm = 0.0298127 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297708.7379826 Edm = 0.00609535 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297708.7189248 Edm = 0.009451 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297708.6188276 Edm = 0.0953068 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297706.7966692 Edm = 2.17127 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297706.453727 Edm = 0.343228 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297706.2465571 Edm = 0.175984 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297687.5229294 Edm = 10.5659 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297677.336906 Edm = 1.51406 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297675.9199409 Edm = 0.221032 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297675.7545122 Edm = 0.0179369 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297675.729715 Edm = 0.00668031 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297675.7143004 Edm = 0.0145809 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297675.0688121 Edm = 0.645298 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297675.0387355 Edm = 0.0246031 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297668.2041644 Edm = 0.96239 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297659.3328922 Edm = 0.660476 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297658.7327561 Edm = 0.0959043 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297658.5163933 Edm = 0.0401164 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297658.4688794 Edm = 0.00259745 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297658.465227 Edm = 0.00091404 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297658.4548307 Edm = 0.0102741 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297658.2965412 Edm = 0.123271 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297655.4632111 Edm = 2.53626 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297643.6454038 Edm = 4.68041 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297638.0214221 Edm = 0.761631 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297637.5728477 Edm = 0.034224 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297637.5380067 Edm = 0.00598534 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297637.5298115 Edm = 0.00453815 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297637.5129207 Edm = 0.017579 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297637.0594935 Edm = 0.467063 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297623.3210049 Edm = 6.69699 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297609.5954755 Edm = 4.64545 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297605.7798715 Edm = 0.228884 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297605.5430581 Edm = 0.0571064 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297605.4794259 Edm = 0.01407 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297605.4637401 Edm = 0.00131116 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297605.461818 Edm = 0.000256861 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297605.4607969 Edm = 0.000693017 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297605.4323897 Edm = 0.0307798 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297605.3030542 Edm = 0.121537 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297603.5258946 Edm = 0.455124 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297603.1395478 Edm = 0.00342293 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297603.135767 Edm = 0.000219547 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297603.1353589 Edm = 0.000181698 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297603.132554 Edm = 0.00293407 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297603.1171265 Edm = 0.0154184 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297602.8903856 Edm = 0.110984 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297601.0974301 Edm = 0.992143 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297598.5664429 Edm = 0.695804 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297597.9578449 Edm = 0.0867568 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297597.8924123 Edm = 0.00135265 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297597.8911891 Edm = 9.67857e-05 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297597.8902993 Edm = 0.000907447 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297597.8207764 Edm = 0.0759232 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297597.8204157 Edm = 0.000253764 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297597.7199452 Edm = 0.0620736 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297596.9160134 Edm = 0.396631 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297596.2062201 Edm = 0.0214877 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297596.185728 Edm = 0.000568004 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297596.1851687 Edm = 3.94725e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297596.1851687 Edm = 558.678 NCalls = 832 -VariableMetric: Iteration # 109 - FCN = 297596.1851687 Edm = 558.678 NCalls = 832 -VariableMetric: Iteration # 110 - FCN = 297596.0559021 Edm = 1269.89 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297594.7706984 Edm = 0.185213 NCalls = 847 -VariableMetric: Iteration # 112 - FCN = 297594.5332075 Edm = 0.299835 NCalls = 849 -VariableMetric: Iteration # 113 - FCN = 297594.0815798 Edm = 0.0790986 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297593.8981191 Edm = 209.261 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297593.8963339 Edm = 119.902 NCalls = 857 -VariableMetric: Iteration # 116 - FCN = 297593.8934565 Edm = 27.2541 NCalls = 861 -VariableMetric: Iteration # 117 - FCN = 297593.8908087 Edm = 55.3188 NCalls = 865 -VariableMetric: Iteration # 118 - FCN = 297593.8487291 Edm = 7.2946 NCalls = 868 -VariableMetric: Iteration # 119 - FCN = 297593.8296476 Edm = 3.80894 NCalls = 871 -VariableMetric: Iteration # 120 - FCN = 297593.8185247 Edm = 3.74747 NCalls = 874 -VariableMetric: Iteration # 121 - FCN = 297593.8144916 Edm = 1.43273 NCalls = 877 -VariableMetric: Iteration # 122 - FCN = 297593.7989347 Edm = 1.51791 NCalls = 880 -VariableMetric: Iteration # 123 - FCN = 297593.7703282 Edm = 3.89573 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297593.7436636 Edm = 1.35526 NCalls = 884 -VariableMetric: Iteration # 125 - FCN = 297593.7074881 Edm = 0.613071 NCalls = 886 -VariableMetric: Iteration # 126 - FCN = 297593.6926081 Edm = 0.396899 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297593.6714622 Edm = 0.441108 NCalls = 890 -VariableMetric: Iteration # 128 - FCN = 297593.6530382 Edm = 0.32929 NCalls = 892 -VariableMetric: Iteration # 129 - FCN = 297593.6381408 Edm = 0.914493 NCalls = 894 -VariableMetric: Iteration # 130 - FCN = 297593.6103409 Edm = 0.173194 NCalls = 896 -VariableMetric: Iteration # 131 - FCN = 297593.6015405 Edm = 0.0852573 NCalls = 898 -VariableMetric: Iteration # 132 - FCN = 297593.59476 Edm = 0.0371653 NCalls = 900 -VariableMetric: Iteration # 133 - FCN = 297593.5822615 Edm = 0.312664 NCalls = 902 -VariableMetric: Iteration # 134 - FCN = 297593.5636245 Edm = 0.113401 NCalls = 904 -VariableMetric: Iteration # 135 - FCN = 297593.5511134 Edm = 0.00936889 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297593.5462261 Edm = 0.0100927 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297593.5444895 Edm = 0.00385366 NCalls = 910 -VariableMetric: Iteration # 138 - FCN = 297593.542495 Edm = 0.00641301 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297593.5419013 Edm = 0.00054297 NCalls = 914 -VariableMetric: Iteration # 140 - FCN = 297593.5413849 Edm = 0.000106621 NCalls = 916 -VariableMetric: Iteration # 141 - FCN = 297593.5412921 Edm = 1.02345e-06 NCalls = 918 -VariableMetric: After Hessian - FCN = 297593.5412921 Edm = 1.02335e-06 NCalls = 1419 -VariableMetric: Iteration # 142 - FCN = 297593.5412921 Edm = 1.02335e-06 NCalls = 1419 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309722.9587654 Edm = 86.1754 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309722.9587654 Edm = 86.1754 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307843.3943407 Edm = 9.85231 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 307831.2835484 Edm = 25.9361 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 302091.9836575 Edm = 366.632 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298771.0055063 Edm = 132.169 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298693.0482811 Edm = 50.0072 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298618.0365181 Edm = 3.02861 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298606.8086418 Edm = 6.79452 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 298385.2772636 Edm = 91.1073 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297994.544833 Edm = 28.3655 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297977.0721635 Edm = 1.51474 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297975.5425385 Edm = 0.0330336 NCalls = 35 -VariableMetric: Iteration # 12 - FCN = 297975.3091536 Edm = 0.202798 NCalls = 38 -VariableMetric: Iteration # 13 - FCN = 297952.5060705 Edm = 15.8296 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297705.3087024 Edm = 53.2491 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297669.6014206 Edm = 72.723 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297638.1471987 Edm = 3.33097 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297637.3038245 Edm = 0.352102 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297636.9220485 Edm = 0.0704662 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297636.2838174 Edm = 0.546416 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297580.9827323 Edm = 28.6899 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297469.3424762 Edm = 6.5969 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297460.6826665 Edm = 0.768484 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297459.1152775 Edm = 0.170727 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297458.5149202 Edm = 0.0946216 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297458.3300226 Edm = 0.0586257 NCalls = 80 -VariableMetric: Iteration # 26 - FCN = 297458.1024773 Edm = 0.0972111 NCalls = 82 -VariableMetric: Iteration # 27 - FCN = 297454.7851601 Edm = 2.48567 NCalls = 86 -VariableMetric: Iteration # 28 - FCN = 297435.3566223 Edm = 1.38534 NCalls = 89 -VariableMetric: Iteration # 29 - FCN = 297433.8203781 Edm = 0.15679 NCalls = 90 -VariableMetric: Iteration # 30 - FCN = 297433.6680271 Edm = 0.0090732 NCalls = 91 -VariableMetric: Iteration # 31 - FCN = 297433.6547398 Edm = 0.00279407 NCalls = 93 -VariableMetric: Iteration # 32 - FCN = 297433.5996078 Edm = 0.0457749 NCalls = 97 -VariableMetric: Iteration # 33 - FCN = 297425.2294177 Edm = 6.96099 NCalls = 103 -VariableMetric: Iteration # 34 - FCN = 297397.6151686 Edm = 7.73813 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297381.9264757 Edm = 5.556 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297377.4216957 Edm = 4.80316 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297371.8429203 Edm = 0.717087 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297371.1137579 Edm = 0.0734115 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297371.0350393 Edm = 0.0135551 NCalls = 121 -VariableMetric: Iteration # 40 - FCN = 297371.0191271 Edm = 0.00236784 NCalls = 123 -VariableMetric: Iteration # 41 - FCN = 297371.0144601 Edm = 0.00170753 NCalls = 125 -VariableMetric: Iteration # 42 - FCN = 297371.0022556 Edm = 0.0100446 NCalls = 128 -VariableMetric: Iteration # 43 - FCN = 297370.5060238 Edm = 0.50958 NCalls = 133 -VariableMetric: Iteration # 44 - FCN = 297370.1831019 Edm = 0.228622 NCalls = 137 -VariableMetric: Iteration # 45 - FCN = 297364.9037577 Edm = 1.82415 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297361.1856748 Edm = 0.279608 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297360.9100578 Edm = 0.0308837 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297360.8610896 Edm = 0.00819332 NCalls = 147 -VariableMetric: Iteration # 49 - FCN = 297360.8530288 Edm = 0.000668323 NCalls = 148 -VariableMetric: Iteration # 50 - FCN = 297360.8521763 Edm = 0.000345561 NCalls = 150 -VariableMetric: Iteration # 51 - FCN = 297360.8421237 Edm = 0.0109646 NCalls = 154 -VariableMetric: Iteration # 52 - FCN = 297360.8372512 Edm = 0.00464344 NCalls = 158 -VariableMetric: Iteration # 53 - FCN = 297358.3815225 Edm = 1.25392 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297356.3711909 Edm = 0.317493 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297356.1891051 Edm = 0.0369406 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297356.1548128 Edm = 0.00161299 NCalls = 170 -VariableMetric: Iteration # 57 - FCN = 297356.1531506 Edm = 0.000213015 NCalls = 172 -VariableMetric: Iteration # 58 - FCN = 297356.1506442 Edm = 0.00199419 NCalls = 175 -VariableMetric: Iteration # 59 - FCN = 297355.9955019 Edm = 0.105739 NCalls = 180 -VariableMetric: Iteration # 60 - FCN = 297355.3048549 Edm = 0.415284 NCalls = 183 -VariableMetric: Iteration # 61 - FCN = 297353.4519231 Edm = 2.52671 NCalls = 186 -VariableMetric: Iteration # 62 - FCN = 297348.587406 Edm = 3.66218 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297345.7163991 Edm = 1.71811 NCalls = 193 -VariableMetric: Iteration # 64 - FCN = 297344.3538005 Edm = 0.834525 NCalls = 196 -VariableMetric: Iteration # 65 - FCN = 297343.6721403 Edm = 0.327958 NCalls = 198 -VariableMetric: Iteration # 66 - FCN = 297343.0943161 Edm = 0.298092 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297342.71915 Edm = 0.0707788 NCalls = 203 -VariableMetric: Iteration # 68 - FCN = 297342.6155924 Edm = 0.033519 NCalls = 205 -VariableMetric: Iteration # 69 - FCN = 297342.5850357 Edm = 0.00859552 NCalls = 207 -VariableMetric: Iteration # 70 - FCN = 297342.5733901 Edm = 0.00170845 NCalls = 209 -VariableMetric: Iteration # 71 - FCN = 297342.5703771 Edm = 0.000768367 NCalls = 211 -VariableMetric: Iteration # 72 - FCN = 297342.5644783 Edm = 0.00463677 NCalls = 214 -VariableMetric: Iteration # 73 - FCN = 297342.3413112 Edm = 0.205778 NCalls = 219 -VariableMetric: Iteration # 74 - FCN = 297337.8449865 Edm = 4.16005 NCalls = 224 -VariableMetric: Iteration # 75 - FCN = 297329.6975638 Edm = 5.34117 NCalls = 228 -VariableMetric: Iteration # 76 - FCN = 297318.7015362 Edm = 6.43157 NCalls = 231 -VariableMetric: Iteration # 77 - FCN = 297316.9134891 Edm = 1.23572 NCalls = 233 -VariableMetric: Iteration # 78 - FCN = 297315.4712594 Edm = 0.53907 NCalls = 235 -VariableMetric: Iteration # 79 - FCN = 297314.5691189 Edm = 0.954192 NCalls = 238 -VariableMetric: Iteration # 80 - FCN = 297314.1411129 Edm = 0.682229 NCalls = 240 -VariableMetric: Iteration # 81 - FCN = 297312.7270098 Edm = 0.344602 NCalls = 244 -VariableMetric: Iteration # 82 - FCN = 297312.2617029 Edm = 0.104471 NCalls = 246 -VariableMetric: Iteration # 83 - FCN = 297312.1781639 Edm = 0.0239391 NCalls = 247 -VariableMetric: Iteration # 84 - FCN = 297312.1598959 Edm = 0.0120051 NCalls = 249 -VariableMetric: Iteration # 85 - FCN = 297312.1502132 Edm = 0.001754 NCalls = 251 -VariableMetric: Iteration # 86 - FCN = 297312.1478736 Edm = 0.000524205 NCalls = 253 -VariableMetric: Iteration # 87 - FCN = 297312.143715 Edm = 0.00233248 NCalls = 256 -VariableMetric: Iteration # 88 - FCN = 297312.1264516 Edm = 0.0173164 NCalls = 259 -VariableMetric: Iteration # 89 - FCN = 297311.8239484 Edm = 0.330396 NCalls = 265 -VariableMetric: Iteration # 90 - FCN = 297311.7791476 Edm = 0.0442038 NCalls = 269 -VariableMetric: Iteration # 91 - FCN = 297311.062958 Edm = 0.620723 NCalls = 275 -VariableMetric: Iteration # 92 - FCN = 297305.5924657 Edm = 0.824053 NCalls = 279 -VariableMetric: Iteration # 93 - FCN = 297304.6654981 Edm = 0.0705226 NCalls = 281 -VariableMetric: Iteration # 94 - FCN = 297304.5947333 Edm = 0.00256242 NCalls = 282 -VariableMetric: Iteration # 95 - FCN = 297304.592487 Edm = 0.000135581 NCalls = 283 -VariableMetric: Iteration # 96 - FCN = 297304.5923007 Edm = 6.11118e-05 NCalls = 285 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301203.1443263 Edm = 7.45897 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301203.1443263 Edm = 7.45897 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298169.9777188 Edm = 5.44822 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298165.3746739 Edm = 12.8876 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298153.9252455 Edm = 8.07449 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297662.6412382 Edm = 16.2252 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297624.4375461 Edm = 1.62191 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297622.7196423 Edm = 0.244645 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297621.444967 Edm = 1.24446 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297561.7525256 Edm = 24.9956 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297516.5990794 Edm = 1.07189 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297515.6894922 Edm = 0.0787644 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297515.0737968 Edm = 0.628404 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297490.2470114 Edm = 9.03162 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297477.4275236 Edm = 0.63127 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297476.6599609 Edm = 0.264511 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297476.1525075 Edm = 0.163821 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297474.9106948 Edm = 1.01261 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297439.5434801 Edm = 4.57633 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297434.7936623 Edm = 0.825819 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297434.2656938 Edm = 0.0298577 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297433.9948904 Edm = 0.23091 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297428.4448978 Edm = 2.80587 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297387.1212427 Edm = 43.5824 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297341.2763758 Edm = 28.5489 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297297.6286719 Edm = 17.2363 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297288.1284424 Edm = 2.27587 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297285.9636836 Edm = 0.288663 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297285.6840184 Edm = 0.0608061 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297285.4718342 Edm = 0.0784116 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297285.3018176 Edm = 0.0511261 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297285.1353433 Edm = 0.177874 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297281.9547862 Edm = 1.4143 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297280.6355116 Edm = 1.6682 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297279.4336145 Edm = 0.503599 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297278.2705854 Edm = 0.434097 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297277.6316519 Edm = 0.835216 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297276.7754961 Edm = 0.42792 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297275.7541283 Edm = 0.535857 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297248.7042611 Edm = 8.19361 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297248.7042611 Edm = 8.19361 NCalls = 145 -VariableMetric: After Hessian - FCN = 297248.7042611 Edm = 27973.5 NCalls = 616 -VariableMetric: Iteration # 40 - FCN = 297248.7042611 Edm = 27973.5 NCalls = 616 -VariableMetric: Iteration # 41 - FCN = 297236.7959565 Edm = 19.1291 NCalls = 625 -VariableMetric: Iteration # 42 - FCN = 297180.6131198 Edm = 5.3 NCalls = 628 -VariableMetric: Iteration # 43 - FCN = 297171.6720448 Edm = 7.02875 NCalls = 630 -VariableMetric: Iteration # 44 - FCN = 297163.6604277 Edm = 1.12631 NCalls = 633 -VariableMetric: Iteration # 45 - FCN = 297159.7053701 Edm = 0.360537 NCalls = 636 -VariableMetric: Iteration # 46 - FCN = 297158.490304 Edm = 0.420494 NCalls = 639 -VariableMetric: Iteration # 47 - FCN = 297157.8018913 Edm = 0.168045 NCalls = 641 -VariableMetric: Iteration # 48 - FCN = 297157.1168523 Edm = 0.274153 NCalls = 643 -VariableMetric: Iteration # 49 - FCN = 297156.7369136 Edm = 0.0857078 NCalls = 645 -VariableMetric: Iteration # 50 - FCN = 297156.1858821 Edm = 0.155213 NCalls = 648 -VariableMetric: Iteration # 51 - FCN = 297155.8728176 Edm = 0.0868906 NCalls = 650 -VariableMetric: Iteration # 52 - FCN = 297155.6170369 Edm = 0.0848486 NCalls = 652 -VariableMetric: Iteration # 53 - FCN = 297155.3253683 Edm = 0.108723 NCalls = 654 -VariableMetric: Iteration # 54 - FCN = 297155.0072948 Edm = 0.0854438 NCalls = 657 -VariableMetric: Iteration # 55 - FCN = 297154.7309848 Edm = 0.156966 NCalls = 659 -VariableMetric: Iteration # 56 - FCN = 297154.3517034 Edm = 0.159033 NCalls = 662 -VariableMetric: Iteration # 57 - FCN = 297154.1000716 Edm = 0.0903786 NCalls = 664 -VariableMetric: Iteration # 58 - FCN = 297153.9219869 Edm = 0.1095 NCalls = 667 -VariableMetric: Iteration # 59 - FCN = 297153.7186514 Edm = 0.110032 NCalls = 670 -VariableMetric: Iteration # 60 - FCN = 297153.5662071 Edm = 0.137469 NCalls = 672 -VariableMetric: Iteration # 61 - FCN = 297153.3349264 Edm = 0.146885 NCalls = 675 -VariableMetric: Iteration # 62 - FCN = 297153.2578129 Edm = 0.0411391 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297153.1951881 Edm = 0.0222484 NCalls = 679 -VariableMetric: Iteration # 64 - FCN = 297153.1223576 Edm = 0.0203197 NCalls = 681 -VariableMetric: Iteration # 65 - FCN = 297153.0804196 Edm = 0.00808692 NCalls = 683 -VariableMetric: Iteration # 66 - FCN = 297153.0595364 Edm = 0.0122231 NCalls = 685 -VariableMetric: Iteration # 67 - FCN = 297153.0118749 Edm = 0.0183285 NCalls = 688 -VariableMetric: Iteration # 68 - FCN = 297152.9833244 Edm = 0.00457408 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297152.9773265 Edm = 0.00273362 NCalls = 692 -VariableMetric: Iteration # 70 - FCN = 297152.9679358 Edm = 0.00467906 NCalls = 695 -VariableMetric: Iteration # 71 - FCN = 297152.9581319 Edm = 0.00270587 NCalls = 697 -VariableMetric: Iteration # 72 - FCN = 297152.9546956 Edm = 0.00168706 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297152.9433253 Edm = 0.00342506 NCalls = 702 -VariableMetric: Iteration # 74 - FCN = 297152.9363224 Edm = 0.000776769 NCalls = 704 -VariableMetric: Iteration # 75 - FCN = 297152.9344831 Edm = 0.000763365 NCalls = 706 -VariableMetric: Iteration # 76 - FCN = 297152.932323 Edm = 0.000708379 NCalls = 708 -VariableMetric: Iteration # 77 - FCN = 297152.9311927 Edm = 0.000332516 NCalls = 710 -VariableMetric: Iteration # 78 - FCN = 297152.9289447 Edm = 0.000900413 NCalls = 713 -VariableMetric: Iteration # 79 - FCN = 297152.9269588 Edm = 0.000149471 NCalls = 715 -VariableMetric: Iteration # 80 - FCN = 297152.9264081 Edm = 0.000290568 NCalls = 717 -VariableMetric: Iteration # 81 - FCN = 297152.9253841 Edm = 6.40129e-05 NCalls = 719 -VariableMetric: After Hessian - FCN = 297152.9253841 Edm = 0.00132323 NCalls = 1200 -VariableMetric: Iteration # 82 - FCN = 297152.9253841 Edm = 0.00132323 NCalls = 1200 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336560.9921606 Edm = 1410.08 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336560.9921606 Edm = 1410.08 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309504.3478908 Edm = 21.2832 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306247.3046565 Edm = 4626.92 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 305295.6726647 Edm = 3.47658e+07 NCalls = 29 -VariableMetric: Iteration # 4 - FCN = 305295.6726647 Edm = 3.47658e+07 NCalls = 40 -VariableMetric: After Hessian - FCN = 305295.6726647 Edm = 2.02754e+06 NCalls = 523 -VariableMetric: Iteration # 5 - FCN = 305295.6726647 Edm = 2.02754e+06 NCalls = 523 -VariableMetric: Iteration # 6 - FCN = 300036.376089 Edm = 53053.5 NCalls = 531 -VariableMetric: Iteration # 7 - FCN = 299700.9846847 Edm = 17515.2 NCalls = 535 -VariableMetric: Iteration # 8 - FCN = 299558.7675753 Edm = 6730.56 NCalls = 542 -VariableMetric: Iteration # 9 - FCN = 299337.3310762 Edm = 182.06 NCalls = 553 -VariableMetric: Iteration # 10 - FCN = 299019.1299009 Edm = 2573.91 NCalls = 557 -VariableMetric: Iteration # 11 - FCN = 299019.1299009 Edm = 2573.91 NCalls = 568 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338800.6184986 Edm = 322.601 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338800.6184986 Edm = 322.601 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306136.1439107 Edm = 21.8251 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306076.6119707 Edm = 24.4524 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 305861.105505 Edm = 191.029 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 305118.7446293 Edm = 1099.62 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 302335.2455431 Edm = 31.0431 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 302272.6061692 Edm = 8.44383 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 302222.113607 Edm = 16.0055 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 302059.2220604 Edm = 125.965 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298841.6012691 Edm = 144.452 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 298697.8242454 Edm = 304.591 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298360.6635143 Edm = 582.014 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298267.5170003 Edm = 278.423 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297728.4160961 Edm = 212.734 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297564.847054 Edm = 4.60934 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297557.8266288 Edm = 1.35476 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297556.7794149 Edm = 0.0591081 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297556.2652114 Edm = 0.418743 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297444.8203514 Edm = 38.9059 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297422.6862878 Edm = 25.7611 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297378.3457694 Edm = 19.82 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297368.0650648 Edm = 0.293249 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297367.668848 Edm = 0.0293924 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297367.4908293 Edm = 0.123352 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297347.5005268 Edm = 15.2221 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297275.7215047 Edm = 3.19393 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297270.7892669 Edm = 0.831223 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297269.9345094 Edm = 0.0115526 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297269.9177344 Edm = 0.00731225 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297269.7910169 Edm = 0.114031 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297265.0089048 Edm = 3.89929 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297216.475407 Edm = 8.63544 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297201.5180276 Edm = 0.441371 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297201.1763574 Edm = 0.0475199 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297201.1200095 Edm = 0.0276836 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297200.9783121 Edm = 0.14425 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297188.9726104 Edm = 7.44732 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297158.4730872 Edm = 12.6952 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297149.5318474 Edm = 3.39682 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297141.7435112 Edm = 3.41891 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297130.8271558 Edm = 7.71481 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297125.4543823 Edm = 2.57974 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297123.0247851 Edm = 0.232779 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297122.5364591 Edm = 0.176391 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297122.4443621 Edm = 0.0273309 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297122.4089678 Edm = 0.0102616 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297122.3915638 Edm = 0.00383095 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297122.3818 Edm = 0.00533858 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297122.3563906 Edm = 0.0296243 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297121.8470982 Edm = 0.41581 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297117.1881958 Edm = 9.98194 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297115.5833728 Edm = 1.75837 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297112.9018606 Edm = 0.898206 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297111.8668078 Edm = 0.346871 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297111.5477086 Edm = 0.0928364 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297111.3826989 Edm = 0.0692342 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297111.2393879 Edm = 0.07202 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297111.1605498 Edm = 0.0250644 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297111.1343145 Edm = 0.00326678 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297111.1302627 Edm = 0.000642415 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297111.128674 Edm = 0.00121684 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297111.0947443 Edm = 0.0305123 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297106.0297514 Edm = 1.66331 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297104.5983185 Edm = 1.59195 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297103.7190445 Edm = 0.301825 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297103.2123714 Edm = 0.0892354 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297103.0905787 Edm = 0.0284874 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297103.0632233 Edm = 0.0230589 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297103.0397998 Edm = 0.00276822 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297103.0330262 Edm = 0.00132235 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297103.0297487 Edm = 0.001448 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297103.0169922 Edm = 0.00587975 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297102.9897582 Edm = 0.0145796 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297102.2228167 Edm = 0.347507 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297101.5761872 Edm = 11.9446 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297100.3015284 Edm = 0.857346 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297099.2035487 Edm = 0.127961 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297099.0638756 Edm = 0.0292693 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297099.0453741 Edm = 0.0122608 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297098.9999582 Edm = 0.0634786 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297098.788115 Edm = 0.0988978 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297098.6561455 Edm = 0.127296 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297098.5878209 Edm = 0.0157972 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297098.5633558 Edm = 0.0103421 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297098.5441459 Edm = 0.00248557 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297098.5409992 Edm = 0.000917291 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297098.5397524 Edm = 0.000786946 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297098.5342165 Edm = 0.00447094 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297098.2783364 Edm = 0.257172 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297097.6260709 Edm = 2.18984 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297097.563461 Edm = 0.140434 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297097.478944 Edm = 0.0142637 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297097.3832751 Edm = 0.0254782 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297097.3375137 Edm = 0.0286654 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297097.3032878 Edm = 0.0267683 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297097.126479 Edm = 0.0976356 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297096.8662755 Edm = 0.32887 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297096.3546217 Edm = 0.289308 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297096.2636342 Edm = 0.223787 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297094.7624072 Edm = 1.2078 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297091.3020676 Edm = 2.37398 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297090.2140593 Edm = 0.705127 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297088.1838549 Edm = 1.59275 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297086.5851108 Edm = 1.38435 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297086.1646583 Edm = 0.19351 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297085.7526874 Edm = 0.20445 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297085.3805459 Edm = 0.135035 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297085.2277154 Edm = 0.0355863 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297085.1892371 Edm = 0.0128032 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297085.1768565 Edm = 0.0018098 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297085.1744603 Edm = 0.00046321 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297085.1729514 Edm = 0.00133739 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297085.1422121 Edm = 0.0110398 NCalls = 368 -VariableMetric: Iteration # 113 - FCN = 297085.1416938 Edm = 0.000323395 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297085.1404785 Edm = 0.000994717 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297085.1225971 Edm = 0.0106541 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297085.0890297 Edm = 0.0119183 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297085.0704475 Edm = 0.00548945 NCalls = 381 -VariableMetric: Iteration # 118 - FCN = 297085.0658166 Edm = 0.00303635 NCalls = 383 -VariableMetric: Iteration # 119 - FCN = 297085.0613587 Edm = 0.00349523 NCalls = 385 -VariableMetric: Iteration # 120 - FCN = 297085.035372 Edm = 0.0250185 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297083.1654424 Edm = 0.541161 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297082.4282224 Edm = 0.258861 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297082.352137 Edm = 0.0461745 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297082.3254619 Edm = 0.00533907 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297082.3183659 Edm = 0.00248396 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297082.3104051 Edm = 0.00378464 NCalls = 406 -VariableMetric: Iteration # 127 - FCN = 297082.295552 Edm = 0.00826017 NCalls = 408 -VariableMetric: Iteration # 128 - FCN = 297082.2446374 Edm = 0.0334179 NCalls = 411 -VariableMetric: Iteration # 129 - FCN = 297080.6300168 Edm = 1.2044 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297076.4505358 Edm = 2.54961 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297075.5698682 Edm = 0.608759 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297075.1295364 Edm = 0.224439 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297074.8894454 Edm = 0.0539995 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297074.8370852 Edm = 0.0230484 NCalls = 427 -VariableMetric: Iteration # 135 - FCN = 297074.8110088 Edm = 0.00916731 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297074.8001912 Edm = 0.0015299 NCalls = 432 -VariableMetric: Iteration # 137 - FCN = 297074.7977521 Edm = 0.00082675 NCalls = 434 -VariableMetric: Iteration # 138 - FCN = 297074.7955435 Edm = 0.000558436 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297074.794883 Edm = 9.84757e-05 NCalls = 438 -VariableMetric: Iteration # 140 - FCN = 297074.7946192 Edm = 0.000235845 NCalls = 440 -VariableMetric: Iteration # 141 - FCN = 297074.7897755 Edm = 0.00499697 NCalls = 445 -VariableMetric: Iteration # 142 - FCN = 297074.6754928 Edm = 0.0209623 NCalls = 452 -VariableMetric: Iteration # 143 - FCN = 297073.8979298 Edm = 0.515587 NCalls = 455 -VariableMetric: Iteration # 144 - FCN = 297073.2018702 Edm = 0.795314 NCalls = 459 -VariableMetric: Iteration # 145 - FCN = 297072.1095647 Edm = 0.249316 NCalls = 462 -VariableMetric: Iteration # 146 - FCN = 297071.988293 Edm = 0.0424903 NCalls = 464 -VariableMetric: Iteration # 147 - FCN = 297071.9414106 Edm = 0.0132666 NCalls = 466 -VariableMetric: Iteration # 148 - FCN = 297071.925918 Edm = 0.00409982 NCalls = 468 -VariableMetric: Iteration # 149 - FCN = 297071.9222385 Edm = 0.000134144 NCalls = 470 -VariableMetric: Iteration # 150 - FCN = 297071.9220758 Edm = 3.34082e-05 NCalls = 472 -VariableMetric: After Hessian - FCN = 297071.9220758 Edm = 1.91268 NCalls = 955 -VariableMetric: Iteration # 151 - FCN = 297071.9220758 Edm = 1.91268 NCalls = 955 -VariableMetric: Iteration # 152 - FCN = 297070.8980507 Edm = 1.43757 NCalls = 957 -VariableMetric: Iteration # 153 - FCN = 297069.7280793 Edm = 0.243698 NCalls = 959 -VariableMetric: Iteration # 154 - FCN = 297069.3193278 Edm = 0.243524 NCalls = 963 -VariableMetric: Iteration # 155 - FCN = 297069.1986742 Edm = 0.095275 NCalls = 968 -VariableMetric: Iteration # 156 - FCN = 297069.0675827 Edm = 0.31714 NCalls = 970 -VariableMetric: Iteration # 157 - FCN = 297069.0287498 Edm = 0.0458656 NCalls = 972 -VariableMetric: Iteration # 158 - FCN = 297068.9253006 Edm = 0.363172 NCalls = 976 -VariableMetric: Iteration # 159 - FCN = 297068.8368322 Edm = 0.0623857 NCalls = 979 -VariableMetric: Iteration # 160 - FCN = 297068.745123 Edm = 0.147761 NCalls = 981 -VariableMetric: Iteration # 161 - FCN = 297068.692704 Edm = 0.0235002 NCalls = 985 -VariableMetric: Iteration # 162 - FCN = 297068.6353751 Edm = 0.0187874 NCalls = 987 -VariableMetric: Iteration # 163 - FCN = 297068.6091137 Edm = 0.0115854 NCalls = 989 -VariableMetric: Iteration # 164 - FCN = 297068.5973121 Edm = 0.00303918 NCalls = 991 -VariableMetric: Iteration # 165 - FCN = 297068.5931698 Edm = 0.0011486 NCalls = 993 -VariableMetric: Iteration # 166 - FCN = 297068.5913156 Edm = 0.000835331 NCalls = 995 -VariableMetric: Iteration # 167 - FCN = 297068.5903664 Edm = 0.000228412 NCalls = 997 -VariableMetric: Iteration # 168 - FCN = 297068.5899878 Edm = 0.000170513 NCalls = 999 -VariableMetric: Iteration # 169 - FCN = 297068.5894353 Edm = 0.00017118 NCalls = 1001 -VariableMetric: Iteration # 170 - FCN = 297068.5890138 Edm = 9.22969e-05 NCalls = 1003 -VariableMetric: Iteration # 171 - FCN = 297068.5887553 Edm = 6.36701e-05 NCalls = 1005 -VariableMetric: Iteration # 172 - FCN = 297068.5885951 Edm = 4.50846e-05 NCalls = 1007 -VariableMetric: After Hessian - FCN = 297068.5885951 Edm = 0.00126419 NCalls = 1488 -VariableMetric: Iteration # 173 - FCN = 297068.5885951 Edm = 0.00126419 NCalls = 1488 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319879.2754641 Edm = 43.3124 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319879.2754641 Edm = 43.3124 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304006.8839667 Edm = 1.46204 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300768.1817181 Edm = 30.1582 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 300137.8288852 Edm = 3.45407e+07 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300137.8288852 Edm = 3.45407e+07 NCalls = 33 -VariableMetric: After Hessian - FCN = 300137.8288852 Edm = 1.77385e+08 NCalls = 534 -VariableMetric: Iteration # 5 - FCN = 300137.8288852 Edm = 1.77385e+08 NCalls = 534 -VariableMetric: Iteration # 6 - FCN = 300137.8288852 Edm = 1.77385e+08 NCalls = 545 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315984.0877194 Edm = 539.566 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315984.0877194 Edm = 539.566 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313608.1257635 Edm = 15.3548 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306184.3987522 Edm = 26.5687 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 306062.6171159 Edm = 115.883 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 304177.1034225 Edm = 1347.75 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 303844.5630679 Edm = 392.561 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 302257.1518769 Edm = 5245.3 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 301676.1852522 Edm = 5758.28 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 299358.1638635 Edm = 108.685 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 299146.1224156 Edm = 15.7832 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 299101.0920056 Edm = 4.54449 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 299094.810242 Edm = 1.06444 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 299071.5083396 Edm = 16.6232 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298436.0026112 Edm = 192.603 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297969.3259657 Edm = 1.15583 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297968.1669042 Edm = 0.147311 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297968.0894599 Edm = 0.0418892 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297960.0115991 Edm = 9.2218 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297959.6599867 Edm = 0.325428 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297903.3605997 Edm = 6.47028 NCalls = 87 -VariableMetric: Iteration # 20 - FCN = 297691.8849116 Edm = 50.7957 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297611.7636626 Edm = 11.5755 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297597.1858073 Edm = 0.188136 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297596.9883913 Edm = 0.0198393 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297596.9050452 Edm = 0.0741986 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297591.3056075 Edm = 4.07369 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297564.4733484 Edm = 1.31888 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297562.6504606 Edm = 0.0549514 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297562.5784407 Edm = 0.00458298 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297562.5626313 Edm = 0.0104316 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297559.626665 Edm = 2.76579 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297517.7142303 Edm = 1.7315 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297516.1483362 Edm = 0.107507 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297516.0576899 Edm = 0.00368394 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297516.051589 Edm = 0.00381973 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297515.9986257 Edm = 0.0432597 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297506.9196191 Edm = 7.61847 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297486.9918258 Edm = 18.2058 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297474.0915298 Edm = 3.81376 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297469.5886414 Edm = 2.54957 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297467.7881612 Edm = 1.60003 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297467.2323792 Edm = 0.0180709 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297467.2128302 Edm = 0.00199879 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297467.1945709 Edm = 0.020406 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297466.5864361 Edm = 0.639476 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297465.741234 Edm = 0.794813 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297453.4930385 Edm = 0.74594 NCalls = 176 -VariableMetric: Iteration # 47 - FCN = 297452.9844027 Edm = 0.158856 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297452.896606 Edm = 0.00715893 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297452.889625 Edm = 0.000178145 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297452.8892119 Edm = 0.00032996 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297452.8778424 Edm = 0.0126391 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297452.739798 Edm = 0.0936888 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297451.3276224 Edm = 0.486824 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297450.4730815 Edm = 0.0294988 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297450.439509 Edm = 0.00162194 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297450.4380119 Edm = 0.000165047 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297450.43753 Edm = 0.000279328 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297450.4327541 Edm = 0.00443594 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297449.7295029 Edm = 0.605642 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297447.7100589 Edm = 1.5246 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297446.9060489 Edm = 0.132815 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297446.7799562 Edm = 0.0189683 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297446.7577474 Edm = 0.00119169 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297446.7563642 Edm = 6.55388e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297446.7563642 Edm = 13.754 NCalls = 698 -VariableMetric: Iteration # 65 - FCN = 297446.7563642 Edm = 13.754 NCalls = 698 -VariableMetric: Iteration # 66 - FCN = 297445.0174254 Edm = 127.173 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297444.3528074 Edm = 3.95975 NCalls = 703 -VariableMetric: Iteration # 68 - FCN = 297441.966613 Edm = 2.84127 NCalls = 705 -VariableMetric: Iteration # 69 - FCN = 297439.0891042 Edm = 0.294449 NCalls = 708 -VariableMetric: Iteration # 70 - FCN = 297438.5175958 Edm = 0.0857173 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297438.4114353 Edm = 0.0815997 NCalls = 713 -VariableMetric: Iteration # 72 - FCN = 297438.314576 Edm = 0.0580382 NCalls = 715 -VariableMetric: Iteration # 73 - FCN = 297438.1792418 Edm = 0.0599014 NCalls = 718 -VariableMetric: Iteration # 74 - FCN = 297438.0860463 Edm = 0.0807323 NCalls = 721 -VariableMetric: Iteration # 75 - FCN = 297438.0233883 Edm = 0.0517682 NCalls = 723 -VariableMetric: Iteration # 76 - FCN = 297437.9753528 Edm = 0.0383202 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297437.9133949 Edm = 0.0368177 NCalls = 729 -VariableMetric: Iteration # 78 - FCN = 297437.8243416 Edm = 0.0896597 NCalls = 732 -VariableMetric: Iteration # 79 - FCN = 297437.7106833 Edm = 0.267873 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297437.6639231 Edm = 0.0757365 NCalls = 738 -VariableMetric: Iteration # 81 - FCN = 297437.4810223 Edm = 0.235074 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297437.1730465 Edm = 0.9966 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297437.0580617 Edm = 0.102892 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297436.8146124 Edm = 0.237426 NCalls = 752 -VariableMetric: Iteration # 85 - FCN = 297436.6035142 Edm = 0.134286 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297436.4917771 Edm = 0.0710664 NCalls = 758 -VariableMetric: Iteration # 87 - FCN = 297436.4622615 Edm = 0.0193268 NCalls = 760 -VariableMetric: Iteration # 88 - FCN = 297436.4421718 Edm = 0.00997532 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297436.4251893 Edm = 0.0122042 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297436.4092602 Edm = 0.00801018 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297436.3891034 Edm = 0.00642531 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297436.369347 Edm = 0.00742585 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297436.3612098 Edm = 0.00503101 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297436.3562366 Edm = 0.00091602 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297436.3543502 Edm = 0.000735293 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297436.3504694 Edm = 0.00156507 NCalls = 781 -VariableMetric: Iteration # 97 - FCN = 297436.3466988 Edm = 0.00163755 NCalls = 783 -VariableMetric: Iteration # 98 - FCN = 297436.3429155 Edm = 0.002014 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297436.3356585 Edm = 0.00388453 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297436.3301222 Edm = 0.00205414 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297436.3270341 Edm = 0.00121748 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297436.3256728 Edm = 0.0010715 NCalls = 795 -VariableMetric: Iteration # 103 - FCN = 297436.3227576 Edm = 0.00129575 NCalls = 798 -VariableMetric: Iteration # 104 - FCN = 297436.3187271 Edm = 0.00167791 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297436.3162241 Edm = 0.00129281 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297436.3147291 Edm = 0.00058158 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297436.3140901 Edm = 0.0002191 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297436.3136911 Edm = 0.000118391 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297436.3134699 Edm = 7.77715e-05 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297436.3132803 Edm = 9.82079e-05 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297436.3131194 Edm = 4.47086e-05 NCalls = 817 -VariableMetric: After Hessian - FCN = 297436.3131194 Edm = 0.000201746 NCalls = 1300 -VariableMetric: Iteration # 112 - FCN = 297436.3131194 Edm = 0.000201746 NCalls = 1300 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313938.2301774 Edm = 44.9455 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313938.2301774 Edm = 44.9455 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299059.5250889 Edm = 1.20133 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299055.1319745 Edm = 2.25718 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298903.5289629 Edm = 106.602 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298210.8667984 Edm = 216.947 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297883.3717259 Edm = 12.5648 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297880.1862765 Edm = 6.16877 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297877.9967908 Edm = 0.38599 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297868.6971939 Edm = 9.77853 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297848.7848595 Edm = 17.5254 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297645.3295215 Edm = 28.5483 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297608.534655 Edm = 6.63168 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297594.5050289 Edm = 1.80703 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297592.9953884 Edm = 0.178437 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297592.6938559 Edm = 0.0890713 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297590.2054999 Edm = 1.8619 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297528.2383515 Edm = 38.7129 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297505.8751951 Edm = 50.7671 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297483.0156939 Edm = 2.21581 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297480.2400178 Edm = 0.0734426 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297479.9273426 Edm = 0.112251 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297476.0319561 Edm = 2.791 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297428.2463837 Edm = 7.73354 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297417.3598701 Edm = 0.790835 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297416.8471688 Edm = 0.0538058 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297416.5131406 Edm = 0.136329 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297415.9456435 Edm = 0.17917 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297400.7347239 Edm = 2.70998 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297400.7269373 Edm = 0.101525 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297400.4433079 Edm = 0.176653 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297394.3826742 Edm = 3.17618 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297379.9327168 Edm = 8.11933 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297354.1538264 Edm = 39.4957 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297350.9693193 Edm = 11.6716 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297333.6749264 Edm = 9.15588 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297297.6968082 Edm = 7.70702 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297295.9560801 Edm = 6.40772 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297292.3142493 Edm = 0.778004 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297291.5776084 Edm = 0.355281 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297289.5001639 Edm = 0.114022 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297289.3200734 Edm = 0.0119346 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297289.284617 Edm = 0.0277957 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297289.1973966 Edm = 0.101253 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297287.5336817 Edm = 1.59504 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297257.2225548 Edm = 2.36882 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297255.093917 Edm = 2.8473 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297254.4390814 Edm = 0.613618 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297252.8588532 Edm = 0.798161 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297250.4410136 Edm = 0.298355 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297250.1378975 Edm = 0.177281 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297250.0254105 Edm = 0.0136238 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297249.9997623 Edm = 0.00990371 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297249.4968498 Edm = 0.472229 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297242.4282456 Edm = 5.10435 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297234.8533059 Edm = 1.26255 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297233.3647693 Edm = 0.60397 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297232.7651011 Edm = 0.193568 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297232.5756792 Edm = 0.0278829 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297232.5539315 Edm = 0.00336869 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297232.5495058 Edm = 0.0012665 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297232.5457839 Edm = 0.00184459 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297232.4268875 Edm = 0.109696 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297222.008232 Edm = 2.18802 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297221.0944198 Edm = 1.04928 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297220.103751 Edm = 0.471756 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297219.2076442 Edm = 0.777745 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297218.4911057 Edm = 0.725603 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297217.7195278 Edm = 0.248609 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297217.138053 Edm = 0.558639 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297216.8455637 Edm = 0.154758 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297216.6103087 Edm = 0.072272 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297216.5511536 Edm = 0.0231446 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297216.5149188 Edm = 0.00225347 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297216.5095755 Edm = 0.00243583 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297216.3093183 Edm = 0.15847 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297212.9506606 Edm = 1.18167 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297210.4476512 Edm = 0.176092 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297210.3003277 Edm = 0.0682458 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297210.275567 Edm = 0.0025057 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297210.2716591 Edm = 0.00207055 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297210.2575212 Edm = 0.0112988 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297210.1631084 Edm = 0.0706415 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297208.1090221 Edm = 1.28209 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297206.2931225 Edm = 2.04531 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297205.552259 Edm = 0.287569 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297205.3976928 Edm = 0.0647872 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297205.3107638 Edm = 0.007896 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297205.2939951 Edm = 0.00759062 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297205.2437526 Edm = 0.0147086 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297205.228058 Edm = 0.00553548 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297205.2228516 Edm = 0.000480794 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297205.2220154 Edm = 0.000272099 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297205.2190993 Edm = 0.00277533 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297205.1625911 Edm = 0.0481566 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297204.9635683 Edm = 0.44634 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297204.69009 Edm = 0.3299 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297204.2218105 Edm = 0.466204 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297203.6306847 Edm = 0.306434 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297203.2626323 Edm = 0.0623974 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297203.2019228 Edm = 0.0114128 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297203.1781567 Edm = 0.00732657 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297203.1720708 Edm = 0.000713272 NCalls = 329 -VariableMetric: Iteration # 102 - FCN = 297203.170883 Edm = 0.000539672 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297203.1597206 Edm = 0.0108822 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 297203.056541 Edm = 0.0834561 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297201.7832843 Edm = 0.327929 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297201.3175128 Edm = 0.293247 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297201.077083 Edm = 0.0963648 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297201.0231564 Edm = 0.0266676 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297201.0022782 Edm = 0.00241402 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297200.9977267 Edm = 0.000752455 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297200.9965409 Edm = 0.000209431 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297200.996096 Edm = 0.000322851 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297200.9868727 Edm = 0.00982851 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297200.9713758 Edm = 0.0142521 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297200.4682235 Edm = 0.717203 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297200.3064552 Edm = 0.423209 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297199.2150807 Edm = 0.344294 NCalls = 387 -VariableMetric: Iteration # 118 - FCN = 297198.7199738 Edm = 0.395723 NCalls = 390 -VariableMetric: Iteration # 119 - FCN = 297198.493291 Edm = 0.355931 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297197.7013069 Edm = 0.345527 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297197.0804944 Edm = 0.322305 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297196.9883361 Edm = 0.10967 NCalls = 400 -VariableMetric: Iteration # 123 - FCN = 297196.9187279 Edm = 0.0111681 NCalls = 402 -VariableMetric: Iteration # 124 - FCN = 297196.9001074 Edm = 0.00516445 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297196.8716297 Edm = 0.00819222 NCalls = 407 -VariableMetric: Iteration # 126 - FCN = 297196.857685 Edm = 0.00293389 NCalls = 409 -VariableMetric: Iteration # 127 - FCN = 297196.8547237 Edm = 0.00329238 NCalls = 410 -VariableMetric: Iteration # 128 - FCN = 297196.8522416 Edm = 0.00157248 NCalls = 413 -VariableMetric: Iteration # 129 - FCN = 297196.8487317 Edm = 0.0013321 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297196.8394052 Edm = 0.00730377 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297196.8315782 Edm = 0.0221647 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297196.8033955 Edm = 0.0234677 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297196.6498854 Edm = 0.239292 NCalls = 432 -VariableMetric: Iteration # 134 - FCN = 297196.6417956 Edm = 0.0218714 NCalls = 435 -VariableMetric: Iteration # 135 - FCN = 297196.136321 Edm = 0.248519 NCalls = 442 -VariableMetric: Iteration # 136 - FCN = 297195.7895242 Edm = 0.974033 NCalls = 445 -VariableMetric: Iteration # 137 - FCN = 297195.496166 Edm = 0.0743875 NCalls = 447 -VariableMetric: Iteration # 138 - FCN = 297195.328218 Edm = 0.0861552 NCalls = 449 -VariableMetric: Iteration # 139 - FCN = 297195.0189288 Edm = 0.674072 NCalls = 452 -VariableMetric: Iteration # 140 - FCN = 297193.4359622 Edm = 0.902166 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297191.8166447 Edm = 0.961716 NCalls = 461 -VariableMetric: Iteration # 142 - FCN = 297191.66817 Edm = 0.276889 NCalls = 463 -VariableMetric: Iteration # 143 - FCN = 297191.5126711 Edm = 0.0420803 NCalls = 464 -VariableMetric: Iteration # 144 - FCN = 297191.4821466 Edm = 0.00725639 NCalls = 465 -VariableMetric: Iteration # 145 - FCN = 297191.4617936 Edm = 0.0144042 NCalls = 467 -VariableMetric: Iteration # 146 - FCN = 297191.4173737 Edm = 0.0215651 NCalls = 470 -VariableMetric: Iteration # 147 - FCN = 297191.3928113 Edm = 0.011957 NCalls = 472 -VariableMetric: Iteration # 148 - FCN = 297191.3827552 Edm = 0.0024171 NCalls = 475 -VariableMetric: Iteration # 149 - FCN = 297191.3775958 Edm = 0.00160908 NCalls = 477 -VariableMetric: Iteration # 150 - FCN = 297191.3762414 Edm = 0.000473374 NCalls = 479 -VariableMetric: Iteration # 151 - FCN = 297191.3755847 Edm = 5.59003e-05 NCalls = 481 -VariableMetric: Iteration # 152 - FCN = 297191.3754721 Edm = 3.90618e-05 NCalls = 483 -VariableMetric: After Hessian - FCN = 297191.3754721 Edm = 464.24 NCalls = 962 -VariableMetric: Iteration # 153 - FCN = 297191.3754721 Edm = 464.24 NCalls = 962 -VariableMetric: Iteration # 154 - FCN = 297190.8116605 Edm = 45.6627 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297190.2367863 Edm = 0.532847 NCalls = 970 -VariableMetric: Iteration # 156 - FCN = 297189.917975 Edm = 0.0411339 NCalls = 972 -VariableMetric: Iteration # 157 - FCN = 297189.7966715 Edm = 0.0335898 NCalls = 975 -VariableMetric: Iteration # 158 - FCN = 297189.754333 Edm = 0.00961599 NCalls = 977 -VariableMetric: Iteration # 159 - FCN = 297189.7302879 Edm = 0.00752708 NCalls = 979 -VariableMetric: Iteration # 160 - FCN = 297189.7174885 Edm = 0.00175133 NCalls = 982 -VariableMetric: Iteration # 161 - FCN = 297189.7148559 Edm = 0.000829713 NCalls = 984 -VariableMetric: Iteration # 162 - FCN = 297189.712945 Edm = 0.000639489 NCalls = 986 -VariableMetric: Iteration # 163 - FCN = 297189.7106479 Edm = 0.000737355 NCalls = 988 -VariableMetric: Iteration # 164 - FCN = 297189.7083945 Edm = 0.000648973 NCalls = 990 -VariableMetric: Iteration # 165 - FCN = 297189.7062247 Edm = 0.000511775 NCalls = 992 -VariableMetric: Iteration # 166 - FCN = 297189.704472 Edm = 0.00045133 NCalls = 994 -VariableMetric: Iteration # 167 - FCN = 297189.7029356 Edm = 0.000377015 NCalls = 996 -VariableMetric: Iteration # 168 - FCN = 297189.701902 Edm = 0.000473034 NCalls = 998 -VariableMetric: Iteration # 169 - FCN = 297189.7007539 Edm = 0.000367221 NCalls = 1000 -VariableMetric: Iteration # 170 - FCN = 297189.6989456 Edm = 0.000843238 NCalls = 1002 -VariableMetric: Iteration # 171 - FCN = 297189.6931726 Edm = 0.00148317 NCalls = 1005 -VariableMetric: Iteration # 172 - FCN = 297189.6907095 Edm = 0.000989425 NCalls = 1007 -VariableMetric: Iteration # 173 - FCN = 297189.6897135 Edm = 0.000411926 NCalls = 1009 -VariableMetric: Iteration # 174 - FCN = 297189.6889298 Edm = 0.000138798 NCalls = 1011 -VariableMetric: Iteration # 175 - FCN = 297189.6884366 Edm = 0.000191997 NCalls = 1013 -VariableMetric: Iteration # 176 - FCN = 297189.6878901 Edm = 0.000150554 NCalls = 1015 -VariableMetric: Iteration # 177 - FCN = 297189.6875359 Edm = 5.98654e-05 NCalls = 1017 -VariableMetric: Iteration # 178 - FCN = 297189.6873707 Edm = 5.46096e-05 NCalls = 1019 -VariableMetric: After Hessian - FCN = 297189.6873707 Edm = 0.000211637 NCalls = 1502 -VariableMetric: Iteration # 179 - FCN = 297189.6873707 Edm = 0.000211637 NCalls = 1502 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315436.7747329 Edm = 55.3017 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315436.7747329 Edm = 55.3017 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302108.0539044 Edm = 6.3091 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299871.2968082 Edm = 4.03803 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299870.1370412 Edm = 1.94448 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299245.775248 Edm = 1825.33 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299216.0201698 Edm = 2.04433 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299195.0085343 Edm = 18.2606 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298302.2890584 Edm = 0.686641 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298301.3170135 Edm = 0.0970196 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298301.0580941 Edm = 0.221146 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298233.9065779 Edm = 23.7561 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298201.431669 Edm = 0.150526 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298201.1735881 Edm = 0.153123 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298197.8502497 Edm = 3.9727 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298195.4710303 Edm = 2.24574 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 298055.296515 Edm = 13.4043 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 298043.8308719 Edm = 0.414606 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298043.4429661 Edm = 0.110119 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 298041.7463196 Edm = 1.59923 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297812.4755833 Edm = 23.5435 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297771.8139131 Edm = 4.42373 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297756.1471853 Edm = 4.83582 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297743.2281533 Edm = 6.75579 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297725.7853275 Edm = 11.812 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297717.4711639 Edm = 2.45838 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297714.8209183 Edm = 2.16885 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297709.6449314 Edm = 2.5642 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297704.7330626 Edm = 4.24339 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297699.1143194 Edm = 2.15452 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297688.6987319 Edm = 4.35763 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297687.2908676 Edm = 10.2324 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297678.7871219 Edm = 2.89983 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 297675.0003403 Edm = 10.3343 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297671.0804995 Edm = 4.46621 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297666.0664237 Edm = 3.57597 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297663.1416756 Edm = 2.02577 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297661.2526829 Edm = 0.127481 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297661.1126409 Edm = 0.0289106 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297660.9897424 Edm = 0.138609 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297660.3684587 Edm = 0.751112 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297658.8858212 Edm = 1.02989 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297644.6504525 Edm = 11.45 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297627.1872836 Edm = 17.0255 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297623.0753176 Edm = 3.9596 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297619.6209452 Edm = 0.787169 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297618.9835643 Edm = 0.0282462 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297618.9496046 Edm = 0.00746232 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297618.9313065 Edm = 0.0130145 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297617.2047156 Edm = 1.81047 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297617.1881081 Edm = 0.0119464 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297616.4488853 Edm = 0.820337 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297616.4049694 Edm = 0.0353286 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297610.6225991 Edm = 3.61296 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297584.5227956 Edm = 4.87074 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297575.0249485 Edm = 1.84786 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297569.0953397 Edm = 1.66045 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297565.6506605 Edm = 3.8321 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297560.4350167 Edm = 4.81067 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297558.2378125 Edm = 2.60109 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297555.497767 Edm = 5.2783 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297552.3407442 Edm = 2.1634 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297549.7014409 Edm = 1.68582 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297548.3233467 Edm = 0.10357 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297548.2317844 Edm = 0.0135728 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297548.2137547 Edm = 0.00273662 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297548.2003854 Edm = 0.0080113 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297547.4167779 Edm = 0.622671 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297538.4401535 Edm = 2.32346 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297534.6096214 Edm = 0.668871 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297534.0454922 Edm = 0.110006 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297533.9585272 Edm = 0.0128244 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297533.9482361 Edm = 0.00130086 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297533.9463012 Edm = 0.000498153 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297533.9429967 Edm = 0.00266856 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297533.7697981 Edm = 0.196055 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297533.7096595 Edm = 0.0576485 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297533.2855738 Edm = 0.358507 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297528.8963044 Edm = 0.889403 NCalls = 272 -VariableMetric: Iteration # 78 - FCN = 297527.472041 Edm = 0.239427 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297527.2250939 Edm = 0.115798 NCalls = 276 -VariableMetric: Iteration # 80 - FCN = 297527.119871 Edm = 0.0491625 NCalls = 278 -VariableMetric: Iteration # 81 - FCN = 297527.0548698 Edm = 0.00771017 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297527.0463884 Edm = 0.000887486 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297527.0447636 Edm = 0.000705292 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297527.0254171 Edm = 0.016965 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297525.7485224 Edm = 1.08129 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297521.308797 Edm = 1.58491 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297519.0215336 Edm = 0.422916 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297518.6707567 Edm = 0.102187 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297518.6015118 Edm = 0.0292321 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297518.579406 Edm = 0.0047405 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297518.5731384 Edm = 0.000600138 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297518.5719721 Edm = 0.000408975 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297518.5670212 Edm = 0.00422696 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297518.1373934 Edm = 0.257218 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297517.4033357 Edm = 0.444804 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297514.2935577 Edm = 1.43045 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297513.30349 Edm = 0.773195 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297512.7361247 Edm = 0.110647 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297512.5479438 Edm = 0.032449 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297512.518322 Edm = 0.00449181 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297512.513679 Edm = 0.00109844 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297512.5114333 Edm = 0.000330062 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297512.5108027 Edm = 0.000419048 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297512.4913728 Edm = 0.0211876 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297512.4459794 Edm = 0.0431917 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297510.1604252 Edm = 0.221332 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297509.9743541 Edm = 0.0368761 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297509.9235664 Edm = 0.0110627 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297509.9152459 Edm = 0.00320138 NCalls = 362 -VariableMetric: Iteration # 110 - FCN = 297509.912784 Edm = 0.000105395 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297509.9126542 Edm = 2.03299e-05 NCalls = 365 -VariableMetric: After Hessian - FCN = 297509.9126542 Edm = 3.55976 NCalls = 850 -VariableMetric: Iteration # 112 - FCN = 297509.9126542 Edm = 3.55976 NCalls = 850 -VariableMetric: Iteration # 113 - FCN = 297509.0944457 Edm = 1.88316 NCalls = 852 -VariableMetric: Iteration # 114 - FCN = 297508.3346533 Edm = 0.310592 NCalls = 854 -VariableMetric: Iteration # 115 - FCN = 297508.1421357 Edm = 0.036267 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297508.100067 Edm = 0.0095616 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297508.0881379 Edm = 0.0011494 NCalls = 860 -VariableMetric: Iteration # 118 - FCN = 297508.0866517 Edm = 0.000152356 NCalls = 862 -VariableMetric: Iteration # 119 - FCN = 297508.0864908 Edm = 1.84188e-05 NCalls = 864 -VariableMetric: After Hessian - FCN = 297508.0864908 Edm = 1.55275e-05 NCalls = 1355 -VariableMetric: Iteration # 120 - FCN = 297508.0864908 Edm = 1.55275e-05 NCalls = 1355 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319131.3625175 Edm = 190.725 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319131.3625175 Edm = 190.725 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299210.6399845 Edm = 5.61971 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299021.0564071 Edm = 21.9099 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299003.5969528 Edm = 1.42354 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298695.9296386 Edm = 166.964 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297783.0019692 Edm = 298.866 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297680.4575341 Edm = 73.0266 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297648.318955 Edm = 0.622797 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297647.6652881 Edm = 0.436314 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297565.2428167 Edm = 15.9163 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297547.942368 Edm = 0.0832118 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297547.8375739 Edm = 0.0180363 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297547.1948298 Edm = 0.577564 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297489.5890498 Edm = 10.6884 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297475.9139934 Edm = 0.160175 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297475.6817495 Edm = 0.0170961 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297475.587543 Edm = 0.107136 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297466.3506336 Edm = 6.95787 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297433.8629449 Edm = 9.71369 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297422.6046455 Edm = 1.76728 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297420.7210271 Edm = 0.170907 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297420.5097096 Edm = 0.00446989 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297420.5009891 Edm = 0.00476999 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297420.3835208 Edm = 0.116565 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297416.9922495 Edm = 0.865046 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297404.6899257 Edm = 6.93753 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297395.4285382 Edm = 1.47466 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297394.109885 Edm = 0.0687439 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297393.9850045 Edm = 0.0216792 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297393.9510322 Edm = 0.000723947 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297393.9487494 Edm = 0.00146756 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297393.8838998 Edm = 0.0516053 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297391.7212276 Edm = 1.45693 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297387.541482 Edm = 0.207482 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297387.4250303 Edm = 0.0463812 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297387.3794157 Edm = 0.00456069 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297387.375751 Edm = 0.000935539 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297387.3744402 Edm = 0.000497244 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297387.3471081 Edm = 0.0216452 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297385.4642335 Edm = 1.30625 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297382.6041173 Edm = 3.37652 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297379.9798242 Edm = 0.286367 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297379.6083418 Edm = 0.259467 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297379.4461432 Edm = 0.0671169 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297379.3863217 Edm = 0.00333621 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297379.3821917 Edm = 0.00103143 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297379.3641412 Edm = 0.0168296 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297379.2186364 Edm = 0.135921 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297377.3715627 Edm = 1.45275 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297374.9029136 Edm = 1.01093 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297373.7603981 Edm = 0.104045 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297373.665402 Edm = 0.0161596 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297373.6564028 Edm = 0.00172886 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297373.6547454 Edm = 0.00012065 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297373.6544062 Edm = 0.000297576 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297373.6497275 Edm = 0.00559986 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297373.5235196 Edm = 0.0319646 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297372.8577798 Edm = 0.251814 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297372.1605035 Edm = 0.00999229 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297372.1505743 Edm = 0.000310509 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297372.1502772 Edm = 7.20515e-05 NCalls = 197 -VariableMetric: After Hessian - FCN = 297372.1502772 Edm = 105.923 NCalls = 670 -VariableMetric: Iteration # 61 - FCN = 297372.1502772 Edm = 105.923 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297370.6970319 Edm = 1.74411 NCalls = 678 -VariableMetric: Iteration # 63 - FCN = 297370.3708337 Edm = 1.33581 NCalls = 680 -VariableMetric: Iteration # 64 - FCN = 297368.4849399 Edm = 0.525035 NCalls = 682 -VariableMetric: Iteration # 65 - FCN = 297367.4583941 Edm = 0.964166 NCalls = 685 -VariableMetric: Iteration # 66 - FCN = 297365.0117152 Edm = 0.786867 NCalls = 689 -VariableMetric: Iteration # 67 - FCN = 297364.0696788 Edm = 0.812035 NCalls = 691 -VariableMetric: Iteration # 68 - FCN = 297363.3684642 Edm = 0.762757 NCalls = 694 -VariableMetric: Iteration # 69 - FCN = 297362.4177011 Edm = 0.1255 NCalls = 697 -VariableMetric: Iteration # 70 - FCN = 297362.2234499 Edm = 0.076284 NCalls = 699 -VariableMetric: Iteration # 71 - FCN = 297362.1410483 Edm = 0.0253919 NCalls = 701 -VariableMetric: Iteration # 72 - FCN = 297362.1060535 Edm = 0.00462663 NCalls = 703 -VariableMetric: Iteration # 73 - FCN = 297362.0965679 Edm = 0.00365746 NCalls = 705 -VariableMetric: Iteration # 74 - FCN = 297362.0891826 Edm = 0.00230903 NCalls = 707 -VariableMetric: Iteration # 75 - FCN = 297362.076787 Edm = 0.0026143 NCalls = 710 -VariableMetric: Iteration # 76 - FCN = 297362.0694661 Edm = 0.00197053 NCalls = 712 -VariableMetric: Iteration # 77 - FCN = 297362.0594892 Edm = 0.00344288 NCalls = 714 -VariableMetric: Iteration # 78 - FCN = 297362.0355948 Edm = 0.00942034 NCalls = 718 -VariableMetric: Iteration # 79 - FCN = 297362.018562 Edm = 0.00564405 NCalls = 720 -VariableMetric: Iteration # 80 - FCN = 297362.0117332 Edm = 0.00538225 NCalls = 722 -VariableMetric: Iteration # 81 - FCN = 297362.0055045 Edm = 0.00350172 NCalls = 725 -VariableMetric: Iteration # 82 - FCN = 297361.9990837 Edm = 0.000929912 NCalls = 727 -VariableMetric: Iteration # 83 - FCN = 297361.9970255 Edm = 0.000207882 NCalls = 729 -VariableMetric: Iteration # 84 - FCN = 297361.9965806 Edm = 0.000156804 NCalls = 731 -VariableMetric: Iteration # 85 - FCN = 297361.996117 Edm = 9.97516e-05 NCalls = 733 -VariableMetric: Iteration # 86 - FCN = 297361.9959714 Edm = 4.21814e-05 NCalls = 735 -VariableMetric: After Hessian - FCN = 297361.9959714 Edm = 0.000615665 NCalls = 1210 -VariableMetric: Iteration # 87 - FCN = 297361.9959714 Edm = 0.000615665 NCalls = 1210 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324808.2312784 Edm = 4207.46 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324808.2312784 Edm = 4207.46 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302078.7098461 Edm = 6.21434 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300463.6170355 Edm = 4.46708 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 300454.8228795 Edm = 19.0452 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300443.566489 Edm = 7.37251 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298684.0263893 Edm = 110.129 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298340.1530597 Edm = 537.32 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298069.2049064 Edm = 21.5721 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298044.2843587 Edm = 0.0557418 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298044.1569617 Edm = 0.19882 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298042.1104754 Edm = 1.80165 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297973.6559828 Edm = 5.02588 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297967.282218 Edm = 0.475544 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297966.3559501 Edm = 0.12255 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297965.513536 Edm = 0.870508 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297946.7554674 Edm = 19.1726 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297918.5961721 Edm = 19.7151 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297864.7468784 Edm = 6.1269 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297860.5220942 Edm = 1.27801 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297858.5763006 Edm = 0.127559 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297858.4097465 Edm = 0.019733 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297858.3116914 Edm = 0.0810651 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297854.0423434 Edm = 4.07104 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297792.5124694 Edm = 23.1986 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297770.8070952 Edm = 8.98632 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297746.63707 Edm = 3.50751 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297743.6003743 Edm = 1.65805 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297742.625623 Edm = 0.240107 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297742.47225 Edm = 0.113661 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297742.0037384 Edm = 0.0983028 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297741.8742356 Edm = 0.00611178 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297741.8611657 Edm = 0.00551685 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297741.8277131 Edm = 0.0272313 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297738.0906208 Edm = 3.27959 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297729.4833038 Edm = 5.77825 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297722.2485077 Edm = 1.73864 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297720.251198 Edm = 0.139758 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297720.0751052 Edm = 0.00813961 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297720.0645369 Edm = 0.00125217 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297720.0380343 Edm = 0.0272245 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297718.0145825 Edm = 0.303326 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297710.3180075 Edm = 0.892809 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297708.9724433 Edm = 0.0243499 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297708.9452839 Edm = 0.00247014 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297708.9409008 Edm = 0.00128543 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297708.9001702 Edm = 0.0409778 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297708.051057 Edm = 0.942279 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297708.045822 Edm = 0.00178144 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297707.8880488 Edm = 0.174741 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297707.787885 Edm = 0.0967118 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297699.0956915 Edm = 0.352294 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297698.7502473 Edm = 0.0231743 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297698.7295167 Edm = 0.00113495 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297698.7279651 Edm = 0.000359349 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297698.7219939 Edm = 0.00490132 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297698.0331611 Edm = 0.500049 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297695.3189174 Edm = 0.324719 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297695.0335206 Edm = 0.014389 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297695.0185193 Edm = 0.0011099 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297695.0162065 Edm = 0.00113443 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297694.9931088 Edm = 0.0214656 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297693.7291909 Edm = 0.912281 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297690.2155343 Edm = 0.199577 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297690.0421304 Edm = 0.00566085 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297690.0366941 Edm = 0.000492909 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297690.0360649 Edm = 0.000211652 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297690.0349481 Edm = 0.00106162 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297689.9835919 Edm = 0.0537314 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297689.9783502 Edm = 0.00502372 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297687.8831195 Edm = 0.11389 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297687.7653394 Edm = 0.00079622 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297687.7645488 Edm = 3.10164e-05 NCalls = 241 -VariableMetric: After Hessian - FCN = 297687.7645488 Edm = 3.14663 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297687.7645488 Edm = 3.14663 NCalls = 716 -VariableMetric: Iteration # 73 - FCN = 297687.6195774 Edm = 2.17451 NCalls = 719 -VariableMetric: Iteration # 74 - FCN = 297687.408144 Edm = 2.03573 NCalls = 721 -VariableMetric: Iteration # 75 - FCN = 297687.0526605 Edm = 2.64134 NCalls = 723 -VariableMetric: Iteration # 76 - FCN = 297686.331451 Edm = 0.475033 NCalls = 725 -VariableMetric: Iteration # 77 - FCN = 297685.5154843 Edm = 0.341213 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297685.095283 Edm = 0.180342 NCalls = 730 -VariableMetric: Iteration # 79 - FCN = 297684.836737 Edm = 0.0953838 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297684.6714955 Edm = 0.0161137 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297684.632446 Edm = 0.0210879 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297684.5857813 Edm = 0.0134774 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297684.5396594 Edm = 0.0275385 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297684.5069105 Edm = 0.0442768 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297684.4431451 Edm = 0.0433257 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297684.30626 Edm = 0.0716977 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297684.1928803 Edm = 0.241083 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297684.0733618 Edm = 0.154611 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297683.7358058 Edm = 0.171998 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297683.7106666 Edm = 0.0562126 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297683.5231631 Edm = 0.158992 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297682.8057023 Edm = 0.62794 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297682.0342263 Edm = 0.320654 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297681.6527046 Edm = 1.1514 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297680.9413691 Edm = 0.504987 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297680.620717 Edm = 0.710447 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297679.1215612 Edm = 4.19838 NCalls = 794 -VariableMetric: Iteration # 98 - FCN = 297678.3825904 Edm = 1.47311 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297673.5252491 Edm = 0.785394 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297672.9907561 Edm = 1.14239 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297671.8589587 Edm = 1.47648 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297671.1654648 Edm = 1.6873 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297670.2717541 Edm = 0.609847 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297669.7035555 Edm = 0.389824 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297669.167713 Edm = 0.170724 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297669.0220733 Edm = 0.0705957 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297668.9421513 Edm = 0.0220953 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297668.8836118 Edm = 0.0124663 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297668.8523613 Edm = 0.00639816 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297668.8416227 Edm = 0.00251701 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297668.837554 Edm = 0.000875445 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 297668.8360538 Edm = 0.000238978 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297668.8354529 Edm = 0.000115065 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297668.8352318 Edm = 2.12227e-05 NCalls = 833 -VariableMetric: After Hessian - FCN = 297668.8352318 Edm = 2.59635e-05 NCalls = 1314 -VariableMetric: Iteration # 115 - FCN = 297668.8352318 Edm = 2.59635e-05 NCalls = 1314 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321749.2782733 Edm = 236.227 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321749.2782733 Edm = 236.227 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305046.3445864 Edm = 2.65111 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303431.0291929 Edm = 1.93672 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 303430.2776151 Edm = 2.51086 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 303169.9401243 Edm = 336.524 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 302423.0936565 Edm = 293.562 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 301058.452518 Edm = 174.98 NCalls = 46 -VariableMetric: Iteration # 7 - FCN = 298379.5720125 Edm = 4.25907 NCalls = 56 -VariableMetric: Iteration # 8 - FCN = 298378.8079127 Edm = 0.975732 NCalls = 58 -VariableMetric: Iteration # 9 - FCN = 298377.6056566 Edm = 0.921228 NCalls = 60 -VariableMetric: Iteration # 10 - FCN = 298203.878773 Edm = 44.3141 NCalls = 66 -VariableMetric: Iteration # 11 - FCN = 298119.1141001 Edm = 6.42914 NCalls = 68 -VariableMetric: Iteration # 12 - FCN = 298113.5623474 Edm = 0.176102 NCalls = 70 -VariableMetric: Iteration # 13 - FCN = 298113.2086134 Edm = 0.222184 NCalls = 72 -VariableMetric: Iteration # 14 - FCN = 298105.5287154 Edm = 7.88496 NCalls = 77 -VariableMetric: Iteration # 15 - FCN = 298053.2355941 Edm = 0.167066 NCalls = 85 -VariableMetric: Iteration # 16 - FCN = 298052.9707379 Edm = 0.103301 NCalls = 87 -VariableMetric: Iteration # 17 - FCN = 297978.5476612 Edm = 33.6403 NCalls = 94 -VariableMetric: Iteration # 18 - FCN = 297830.3228112 Edm = 19.805 NCalls = 97 -VariableMetric: Iteration # 19 - FCN = 297795.6925017 Edm = 10.7283 NCalls = 100 -VariableMetric: Iteration # 20 - FCN = 297754.5819603 Edm = 9.93469 NCalls = 103 -VariableMetric: Iteration # 21 - FCN = 297743.8354635 Edm = 3.83322 NCalls = 105 -VariableMetric: Iteration # 22 - FCN = 297742.2087588 Edm = 0.112051 NCalls = 107 -VariableMetric: Iteration # 23 - FCN = 297742.0835086 Edm = 0.0239809 NCalls = 109 -VariableMetric: Iteration # 24 - FCN = 297741.9044622 Edm = 0.0882612 NCalls = 112 -VariableMetric: Iteration # 25 - FCN = 297737.8873521 Edm = 3.12974 NCalls = 116 -VariableMetric: Iteration # 26 - FCN = 297680.1761605 Edm = 36.1225 NCalls = 120 -VariableMetric: Iteration # 27 - FCN = 297623.2166103 Edm = 17.3386 NCalls = 123 -VariableMetric: Iteration # 28 - FCN = 297583.0842793 Edm = 6.03776 NCalls = 126 -VariableMetric: Iteration # 29 - FCN = 297577.9003946 Edm = 1.66672 NCalls = 128 -VariableMetric: Iteration # 30 - FCN = 297575.8000058 Edm = 0.618859 NCalls = 130 -VariableMetric: Iteration # 31 - FCN = 297573.1848003 Edm = 0.434004 NCalls = 134 -VariableMetric: Iteration # 32 - FCN = 297573.0324728 Edm = 0.0651964 NCalls = 136 -VariableMetric: Iteration # 33 - FCN = 297572.9558355 Edm = 0.00669714 NCalls = 138 -VariableMetric: Iteration # 34 - FCN = 297572.9266781 Edm = 0.0154124 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 297571.1053037 Edm = 1.72656 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297531.6558775 Edm = 20.4715 NCalls = 150 -VariableMetric: Iteration # 37 - FCN = 297501.0844431 Edm = 9.40281 NCalls = 152 -VariableMetric: Iteration # 38 - FCN = 297492.1359437 Edm = 1.29577 NCalls = 153 -VariableMetric: Iteration # 39 - FCN = 297490.5837995 Edm = 0.0637735 NCalls = 155 -VariableMetric: Iteration # 40 - FCN = 297490.522216 Edm = 0.00922916 NCalls = 157 -VariableMetric: Iteration # 41 - FCN = 297490.469585 Edm = 0.0495882 NCalls = 160 -VariableMetric: Iteration # 42 - FCN = 297487.6731127 Edm = 1.78165 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297474.439117 Edm = 9.44481 NCalls = 169 -VariableMetric: Iteration # 44 - FCN = 297459.2334281 Edm = 6.42621 NCalls = 172 -VariableMetric: Iteration # 45 - FCN = 297443.3364338 Edm = 8.48908 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297423.469666 Edm = 1.61449 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297422.0254169 Edm = 0.509245 NCalls = 180 -VariableMetric: Iteration # 48 - FCN = 297421.7128003 Edm = 0.199017 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297421.634986 Edm = 0.0440979 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297421.4617857 Edm = 0.056551 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297421.3396856 Edm = 0.00281347 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297421.3356887 Edm = 0.00135918 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297421.3207826 Edm = 0.0147429 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297420.9299715 Edm = 0.324258 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297413.9570869 Edm = 6.35361 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297408.8277666 Edm = 5.69995 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297401.4549586 Edm = 5.78884 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297395.0039362 Edm = 0.770477 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297394.0625336 Edm = 0.392375 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297393.0051806 Edm = 0.163993 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297392.7968738 Edm = 0.0137223 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297392.7778063 Edm = 0.00331838 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297392.7702887 Edm = 0.00554409 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297392.6997556 Edm = 0.0758956 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297391.7674871 Edm = 1.01528 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297391.7516361 Edm = 0.0146788 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297390.9266906 Edm = 1.01517 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297390.9146096 Edm = 0.0102038 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297389.654042 Edm = 1.23956 NCalls = 253 -VariableMetric: Iteration # 70 - FCN = 297371.1642762 Edm = 18.9301 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297349.3756229 Edm = 7.24238 NCalls = 263 -VariableMetric: Iteration # 72 - FCN = 297342.1387253 Edm = 3.06861 NCalls = 264 -VariableMetric: Iteration # 73 - FCN = 297339.3106392 Edm = 0.713423 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297338.6445093 Edm = 0.291851 NCalls = 270 -VariableMetric: Iteration # 75 - FCN = 297338.2777784 Edm = 0.0496476 NCalls = 272 -VariableMetric: Iteration # 76 - FCN = 297338.2038102 Edm = 0.0242654 NCalls = 274 -VariableMetric: Iteration # 77 - FCN = 297338.1816606 Edm = 0.0042876 NCalls = 276 -VariableMetric: Iteration # 78 - FCN = 297338.176128 Edm = 0.000438724 NCalls = 278 -VariableMetric: Iteration # 79 - FCN = 297338.1749368 Edm = 0.000608745 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297338.1734299 Edm = 0.000448004 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297338.1726346 Edm = 0.000321453 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297338.1677963 Edm = 0.00327499 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297338.1393374 Edm = 0.0128107 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297337.9162303 Edm = 0.213533 NCalls = 294 -VariableMetric: Iteration # 85 - FCN = 297335.3507488 Edm = 1.30815 NCalls = 300 -VariableMetric: Iteration # 86 - FCN = 297333.4462561 Edm = 0.27045 NCalls = 304 -VariableMetric: Iteration # 87 - FCN = 297333.0139158 Edm = 0.0639465 NCalls = 307 -VariableMetric: Iteration # 88 - FCN = 297332.9633895 Edm = 0.00752409 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297332.9564301 Edm = 0.000491163 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297332.9556569 Edm = 0.00026063 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297332.9541538 Edm = 0.00155312 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297332.9508672 Edm = 0.00575757 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297332.1375592 Edm = 1.42778 NCalls = 327 -VariableMetric: Iteration # 94 - FCN = 297332.1372824 Edm = 0.000786912 NCalls = 330 -VariableMetric: Iteration # 95 - FCN = 297332.1356887 Edm = 0.00133542 NCalls = 332 -VariableMetric: Iteration # 96 - FCN = 297332.1330612 Edm = 0.00230454 NCalls = 335 -VariableMetric: Iteration # 97 - FCN = 297332.1268411 Edm = 0.00627857 NCalls = 339 -VariableMetric: Iteration # 98 - FCN = 297332.0941961 Edm = 0.0366622 NCalls = 344 -VariableMetric: Iteration # 99 - FCN = 297332.0820914 Edm = 0.0109296 NCalls = 348 -VariableMetric: Iteration # 100 - FCN = 297330.3838706 Edm = 1.43894 NCalls = 353 -VariableMetric: Iteration # 101 - FCN = 297329.6837784 Edm = 0.64157 NCalls = 355 -VariableMetric: Iteration # 102 - FCN = 297329.2513306 Edm = 0.173421 NCalls = 357 -VariableMetric: Iteration # 103 - FCN = 297329.0618158 Edm = 0.156041 NCalls = 359 -VariableMetric: Iteration # 104 - FCN = 297328.9396872 Edm = 0.060651 NCalls = 362 -VariableMetric: Iteration # 105 - FCN = 297328.860214 Edm = 0.0193803 NCalls = 364 -VariableMetric: Iteration # 106 - FCN = 297328.8438058 Edm = 0.00157465 NCalls = 366 -VariableMetric: Iteration # 107 - FCN = 297328.8420516 Edm = 0.000569824 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297328.8398252 Edm = 0.00199309 NCalls = 371 -VariableMetric: Iteration # 109 - FCN = 297328.8150653 Edm = 0.0222057 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297328.6022588 Edm = 0.217797 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297327.7839695 Edm = 1.12864 NCalls = 384 -VariableMetric: Iteration # 112 - FCN = 297327.1977667 Edm = 0.639241 NCalls = 389 -VariableMetric: Iteration # 113 - FCN = 297326.5076806 Edm = 0.606796 NCalls = 393 -VariableMetric: Iteration # 114 - FCN = 297321.243668 Edm = 6.0231 NCalls = 396 -VariableMetric: Iteration # 115 - FCN = 297314.8864395 Edm = 5.87201 NCalls = 403 -VariableMetric: Iteration # 116 - FCN = 297313.0210756 Edm = 3.10292 NCalls = 406 -VariableMetric: Iteration # 117 - FCN = 297310.4918675 Edm = 0.328439 NCalls = 410 -VariableMetric: Iteration # 118 - FCN = 297310.0182765 Edm = 0.32659 NCalls = 413 -VariableMetric: Iteration # 119 - FCN = 297309.7586954 Edm = 0.166618 NCalls = 416 -VariableMetric: Iteration # 120 - FCN = 297309.670348 Edm = 0.0454651 NCalls = 417 -VariableMetric: Iteration # 121 - FCN = 297309.6388547 Edm = 0.00486409 NCalls = 419 -VariableMetric: Iteration # 122 - FCN = 297309.6341686 Edm = 0.00279884 NCalls = 421 -VariableMetric: Iteration # 123 - FCN = 297309.631429 Edm = 0.000591139 NCalls = 423 -VariableMetric: Iteration # 124 - FCN = 297309.6306054 Edm = 0.000127238 NCalls = 425 -VariableMetric: Iteration # 125 - FCN = 297309.6303626 Edm = 0.0001286 NCalls = 427 -VariableMetric: Iteration # 126 - FCN = 297309.62946 Edm = 0.00063705 NCalls = 430 -VariableMetric: Iteration # 127 - FCN = 297309.623298 Edm = 0.00770164 NCalls = 433 -VariableMetric: Iteration # 128 - FCN = 297309.4883085 Edm = 0.113333 NCalls = 439 -VariableMetric: Iteration # 129 - FCN = 297308.3953277 Edm = 0.0656034 NCalls = 442 -VariableMetric: Iteration # 130 - FCN = 297308.3249526 Edm = 0.00142414 NCalls = 443 -VariableMetric: Iteration # 131 - FCN = 297308.3234325 Edm = 2.17793e-05 NCalls = 444 -VariableMetric: After Hessian - FCN = 297308.3234325 Edm = 3.44962 NCalls = 923 -VariableMetric: Iteration # 132 - FCN = 297308.3234325 Edm = 3.44962 NCalls = 923 -VariableMetric: Iteration # 133 - FCN = 297300.0980456 Edm = 301.077 NCalls = 934 -VariableMetric: Iteration # 134 - FCN = 297297.1459609 Edm = 22127 NCalls = 945 -VariableMetric: Iteration # 135 - FCN = 297296.407845 Edm = 17176.2 NCalls = 951 -VariableMetric: Iteration # 136 - FCN = 297294.7332667 Edm = 9845.83 NCalls = 956 -VariableMetric: Iteration # 137 - FCN = 297294.3730012 Edm = 1106.49 NCalls = 961 -VariableMetric: Iteration # 138 - FCN = 297293.3901963 Edm = 279.653 NCalls = 965 -VariableMetric: Iteration # 139 - FCN = 297293.1885581 Edm = 126.368 NCalls = 969 -VariableMetric: Iteration # 140 - FCN = 297292.9540352 Edm = 156.084 NCalls = 972 -VariableMetric: Iteration # 141 - FCN = 297292.4401093 Edm = 130.432 NCalls = 975 -VariableMetric: Iteration # 142 - FCN = 297291.971794 Edm = 46.1739 NCalls = 978 -VariableMetric: Iteration # 143 - FCN = 297291.8674204 Edm = 35.2526 NCalls = 981 -VariableMetric: Iteration # 144 - FCN = 297291.7117405 Edm = 43.782 NCalls = 984 -VariableMetric: Iteration # 145 - FCN = 297291.5161452 Edm = 43.3713 NCalls = 987 -VariableMetric: Iteration # 146 - FCN = 297291.032276 Edm = 16.9875 NCalls = 989 -VariableMetric: Iteration # 147 - FCN = 297290.6963624 Edm = 20.8013 NCalls = 991 -VariableMetric: Iteration # 148 - FCN = 297290.2764907 Edm = 15.4641 NCalls = 993 -VariableMetric: Iteration # 149 - FCN = 297289.9674974 Edm = 3.62747 NCalls = 995 -VariableMetric: Iteration # 150 - FCN = 297289.8392716 Edm = 1.00192 NCalls = 997 -VariableMetric: Iteration # 151 - FCN = 297289.7295099 Edm = 0.840636 NCalls = 999 -VariableMetric: Iteration # 152 - FCN = 297289.6235475 Edm = 0.457669 NCalls = 1001 -VariableMetric: Iteration # 153 - FCN = 297289.3115862 Edm = 0.173124 NCalls = 1003 -VariableMetric: Iteration # 154 - FCN = 297289.2958298 Edm = 0.0647556 NCalls = 1005 -VariableMetric: Iteration # 155 - FCN = 297289.2818816 Edm = 0.0496894 NCalls = 1007 -VariableMetric: Iteration # 156 - FCN = 297289.2695101 Edm = 0.00764531 NCalls = 1009 -VariableMetric: Iteration # 157 - FCN = 297289.2669841 Edm = 0.00254901 NCalls = 1011 -VariableMetric: Iteration # 158 - FCN = 297289.2643117 Edm = 0.000501392 NCalls = 1013 -VariableMetric: Iteration # 159 - FCN = 297289.2638328 Edm = 0.00058695 NCalls = 1015 -VariableMetric: Iteration # 160 - FCN = 297289.2634056 Edm = 0.000178809 NCalls = 1017 -VariableMetric: Iteration # 161 - FCN = 297289.2631385 Edm = 0.000296125 NCalls = 1019 -VariableMetric: Iteration # 162 - FCN = 297289.2630363 Edm = 2.30917e-05 NCalls = 1021 -VariableMetric: After Hessian - FCN = 297289.2630363 Edm = 1.99404e-05 NCalls = 1512 -VariableMetric: Iteration # 163 - FCN = 297289.2630363 Edm = 1.99404e-05 NCalls = 1512 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317778.0135953 Edm = 75.679 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317778.0135953 Edm = 75.679 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303367.7417759 Edm = 8.56811 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300622.9246072 Edm = 3.16257 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 300610.2500959 Edm = 15.5818 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300598.1227077 Edm = 9.77291 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 300397.3020981 Edm = 127.616 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299436.9637702 Edm = 10.8484 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299422.1933264 Edm = 1.16133 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299352.323552 Edm = 65.1336 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297998.0880231 Edm = 1242.33 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297998.0880231 Edm = 1242.33 NCalls = 59 -VariableMetric: After Hessian - FCN = 297998.0880231 Edm = 530203 NCalls = 530 -VariableMetric: Iteration # 11 - FCN = 297998.0880231 Edm = 530203 NCalls = 530 -VariableMetric: Iteration # 12 - FCN = 297938.038807 Edm = 1774.87 NCalls = 541 -VariableMetric: Iteration # 13 - FCN = 297756.6946232 Edm = 896.088 NCalls = 551 -VariableMetric: Iteration # 14 - FCN = 297663.1817306 Edm = 19.396 NCalls = 553 -VariableMetric: Iteration # 15 - FCN = 297373.6978668 Edm = 38.5134 NCalls = 561 -VariableMetric: Iteration # 16 - FCN = 297372.0630581 Edm = 45.6177 NCalls = 572 -VariableMetric: Iteration # 17 - FCN = 297358.2609106 Edm = 24.2923 NCalls = 574 -VariableMetric: Iteration # 18 - FCN = 297319.38941 Edm = 7.84032 NCalls = 576 -VariableMetric: Iteration # 19 - FCN = 297301.2003715 Edm = 1.45419 NCalls = 580 -VariableMetric: Iteration # 20 - FCN = 297297.5467669 Edm = 0.955451 NCalls = 582 -VariableMetric: Iteration # 21 - FCN = 297294.4249184 Edm = 1.27565 NCalls = 584 -VariableMetric: Iteration # 22 - FCN = 297290.3887913 Edm = 0.641131 NCalls = 586 -VariableMetric: Iteration # 23 - FCN = 297287.8853409 Edm = 0.656572 NCalls = 588 -VariableMetric: Iteration # 24 - FCN = 297285.1105884 Edm = 0.676525 NCalls = 590 -VariableMetric: Iteration # 25 - FCN = 297283.5636312 Edm = 0.642087 NCalls = 593 -VariableMetric: Iteration # 26 - FCN = 297276.3021831 Edm = 0.88906 NCalls = 598 -VariableMetric: Iteration # 27 - FCN = 297273.7993911 Edm = 1.33508 NCalls = 600 -VariableMetric: Iteration # 28 - FCN = 297271.3901149 Edm = 2.16786 NCalls = 605 -VariableMetric: Iteration # 29 - FCN = 297268.7602021 Edm = 1.42155 NCalls = 607 -VariableMetric: Iteration # 30 - FCN = 297262.8405966 Edm = 6.39056 NCalls = 610 -VariableMetric: Iteration # 31 - FCN = 297257.5995899 Edm = 0.774206 NCalls = 612 -VariableMetric: Iteration # 32 - FCN = 297256.8143811 Edm = 0.20415 NCalls = 614 -VariableMetric: Iteration # 33 - FCN = 297255.0802609 Edm = 0.925614 NCalls = 617 -VariableMetric: Iteration # 34 - FCN = 297253.3559141 Edm = 0.108082 NCalls = 619 -VariableMetric: Iteration # 35 - FCN = 297252.9454446 Edm = 0.239234 NCalls = 621 -VariableMetric: Iteration # 36 - FCN = 297251.0115247 Edm = 2.11283 NCalls = 624 -VariableMetric: Iteration # 37 - FCN = 297247.8428656 Edm = 1.56087 NCalls = 628 -VariableMetric: Iteration # 38 - FCN = 297244.5850249 Edm = 0.236528 NCalls = 631 -VariableMetric: Iteration # 39 - FCN = 297243.407468 Edm = 0.827631 NCalls = 633 -VariableMetric: Iteration # 40 - FCN = 297239.4453365 Edm = 0.707447 NCalls = 635 -VariableMetric: Iteration # 41 - FCN = 297238.5286764 Edm = 0.398853 NCalls = 637 -VariableMetric: Iteration # 42 - FCN = 297235.9702431 Edm = 2.29624 NCalls = 641 -VariableMetric: Iteration # 43 - FCN = 297227.7946114 Edm = 3.18264 NCalls = 645 -VariableMetric: Iteration # 44 - FCN = 297221.9366846 Edm = 1.19978 NCalls = 648 -VariableMetric: Iteration # 45 - FCN = 297220.3784467 Edm = 0.255756 NCalls = 650 -VariableMetric: Iteration # 46 - FCN = 297219.9273548 Edm = 0.236781 NCalls = 652 -VariableMetric: Iteration # 47 - FCN = 297217.9176234 Edm = 1.3928 NCalls = 658 -VariableMetric: Iteration # 48 - FCN = 297217.0449463 Edm = 5.45137 NCalls = 661 -VariableMetric: Iteration # 49 - FCN = 297214.3445846 Edm = 0.459423 NCalls = 664 -VariableMetric: Iteration # 50 - FCN = 297213.7846997 Edm = 0.107332 NCalls = 666 -VariableMetric: Iteration # 51 - FCN = 297213.5946385 Edm = 0.104532 NCalls = 668 -VariableMetric: Iteration # 52 - FCN = 297213.3901572 Edm = 0.205831 NCalls = 670 -VariableMetric: Iteration # 53 - FCN = 297212.598385 Edm = 0.641171 NCalls = 675 -VariableMetric: Iteration # 54 - FCN = 297208.5480116 Edm = 2.0158 NCalls = 679 -VariableMetric: Iteration # 55 - FCN = 297206.9125656 Edm = 1.06935 NCalls = 681 -VariableMetric: Iteration # 56 - FCN = 297205.8452019 Edm = 0.317418 NCalls = 683 -VariableMetric: Iteration # 57 - FCN = 297205.4822625 Edm = 0.0440278 NCalls = 685 -VariableMetric: Iteration # 58 - FCN = 297205.4016158 Edm = 0.0243925 NCalls = 687 -VariableMetric: Iteration # 59 - FCN = 297205.3467953 Edm = 0.0173578 NCalls = 689 -VariableMetric: Iteration # 60 - FCN = 297205.3010034 Edm = 0.0285786 NCalls = 691 -VariableMetric: Iteration # 61 - FCN = 297204.87558 Edm = 0.267329 NCalls = 694 -VariableMetric: Iteration # 62 - FCN = 297201.6694932 Edm = 0.946613 NCalls = 699 -VariableMetric: Iteration # 63 - FCN = 297200.6665628 Edm = 1.16883 NCalls = 700 -VariableMetric: Iteration # 64 - FCN = 297200.1714195 Edm = 0.100384 NCalls = 701 -VariableMetric: Iteration # 65 - FCN = 297199.9858206 Edm = 0.0206483 NCalls = 703 -VariableMetric: Iteration # 66 - FCN = 297199.9474577 Edm = 0.00952641 NCalls = 705 -VariableMetric: Iteration # 67 - FCN = 297199.8965925 Edm = 0.0215562 NCalls = 708 -VariableMetric: Iteration # 68 - FCN = 297199.8484127 Edm = 0.0101085 NCalls = 711 -VariableMetric: Iteration # 69 - FCN = 297199.8184025 Edm = 0.0257485 NCalls = 715 -VariableMetric: Iteration # 70 - FCN = 297199.6539823 Edm = 0.104053 NCalls = 721 -VariableMetric: Iteration # 71 - FCN = 297199.6434973 Edm = 0.0590854 NCalls = 724 -VariableMetric: Iteration # 72 - FCN = 297199.5266808 Edm = 0.00900171 NCalls = 727 -VariableMetric: Iteration # 73 - FCN = 297199.5157088 Edm = 0.00453643 NCalls = 729 -VariableMetric: Iteration # 74 - FCN = 297199.497768 Edm = 0.01953 NCalls = 732 -VariableMetric: Iteration # 75 - FCN = 297198.9357832 Edm = 0.397819 NCalls = 740 -VariableMetric: Iteration # 76 - FCN = 297198.3536531 Edm = 0.2529 NCalls = 743 -VariableMetric: Iteration # 77 - FCN = 297198.1493971 Edm = 0.0759485 NCalls = 745 -VariableMetric: Iteration # 78 - FCN = 297197.9947007 Edm = 0.0555526 NCalls = 747 -VariableMetric: Iteration # 79 - FCN = 297197.9184976 Edm = 0.00901058 NCalls = 749 -VariableMetric: Iteration # 80 - FCN = 297197.9088825 Edm = 0.00321324 NCalls = 751 -VariableMetric: Iteration # 81 - FCN = 297197.9015212 Edm = 0.00305794 NCalls = 753 -VariableMetric: Iteration # 82 - FCN = 297197.8602874 Edm = 0.0368537 NCalls = 756 -VariableMetric: Iteration # 83 - FCN = 297197.5284332 Edm = 0.105692 NCalls = 759 -VariableMetric: Iteration # 84 - FCN = 297197.3773391 Edm = 0.0100807 NCalls = 761 -VariableMetric: Iteration # 85 - FCN = 297197.3654178 Edm = 0.00147985 NCalls = 763 -VariableMetric: Iteration # 86 - FCN = 297197.3634504 Edm = 0.000565665 NCalls = 765 -VariableMetric: Iteration # 87 - FCN = 297197.3611056 Edm = 0.0019446 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297197.3015469 Edm = 0.0445748 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297197.0898391 Edm = 0.0554781 NCalls = 776 -VariableMetric: Iteration # 90 - FCN = 297197.002793 Edm = 0.00796824 NCalls = 778 -VariableMetric: Iteration # 91 - FCN = 297196.9937429 Edm = 0.000538553 NCalls = 779 -VariableMetric: Iteration # 92 - FCN = 297196.9930006 Edm = 0.000254696 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297196.9891806 Edm = 0.00362009 NCalls = 785 -VariableMetric: Iteration # 94 - FCN = 297196.8859907 Edm = 0.07502 NCalls = 789 -VariableMetric: Iteration # 95 - FCN = 297196.6694275 Edm = 0.0211469 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297196.6487776 Edm = 0.00212752 NCalls = 793 -VariableMetric: Iteration # 97 - FCN = 297196.6464647 Edm = 0.000205241 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297196.6460289 Edm = 0.00025164 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297196.6397286 Edm = 0.00602073 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297196.5823346 Edm = 0.00786737 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297196.5735219 Edm = 0.000114917 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297196.5733647 Edm = 2.55265e-05 NCalls = 809 -VariableMetric: After Hessian - FCN = 297196.5733647 Edm = 0.0249102 NCalls = 1290 -VariableMetric: Iteration # 103 - FCN = 297196.5733647 Edm = 0.0249102 NCalls = 1290 -VariableMetric: Iteration # 104 - FCN = 297196.548683 Edm = 0.00018155 NCalls = 1291 -VariableMetric: Iteration # 105 - FCN = 297196.5485153 Edm = 6.68697e-06 NCalls = 1293 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302341.649168 Edm = 15.7165 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302341.649168 Edm = 15.7165 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299653.356205 Edm = 9.00526 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299636.4865546 Edm = 5.74736 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299464.9468181 Edm = 16.0371 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299440.6961961 Edm = 31.9174 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299417.999225 Edm = 2.77751 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 299336.5527796 Edm = 111.594 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299043.1731494 Edm = 147.91 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298217.9410734 Edm = 126.832 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298139.0640287 Edm = 102.664 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298085.5258516 Edm = 2.84268 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298079.4365354 Edm = 2.60243 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298016.8156567 Edm = 32.8231 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297914.1977652 Edm = 367.967 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297901.0288653 Edm = 22.4811 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297865.9941474 Edm = 21.0993 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297843.6444047 Edm = 6.95113 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297827.433201 Edm = 8.77847 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297822.6760381 Edm = 0.692185 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297822.0221453 Edm = 0.214433 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297821.1459739 Edm = 0.8532 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297798.5029914 Edm = 7.2147 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297788.6638207 Edm = 0.119388 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297788.4892958 Edm = 0.0807241 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297788.1043709 Edm = 0.315708 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297786.5581125 Edm = 0.503889 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297784.8881893 Edm = 1.10406 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297776.0688367 Edm = 9.01358 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297774.2453131 Edm = 62.9206 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297758.5047186 Edm = 3.59443 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297751.0961244 Edm = 21.0339 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297736.4798419 Edm = 23.4603 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297728.3381965 Edm = 31.3526 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297698.0438181 Edm = 33.3474 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297688.6261261 Edm = 7.93423 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297642.7214675 Edm = 1.96099 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297640.1719377 Edm = 20.5175 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297634.0249378 Edm = 9.79155 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297629.77025 Edm = 0.670653 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297629.2455341 Edm = 0.215034 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297629.0030722 Edm = 0.166791 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297618.2277714 Edm = 5.4998 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297609.4414349 Edm = 0.589364 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297608.9047688 Edm = 0.0589955 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297608.8569677 Edm = 0.021755 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297608.5919003 Edm = 0.243452 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297542.4240531 Edm = 8.35656 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297532.6253621 Edm = 0.18049 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297532.4207993 Edm = 0.0264824 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297532.3496094 Edm = 0.0473852 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297531.835931 Edm = 0.393413 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297527.7475962 Edm = 4.5208 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297510.5614632 Edm = 5.46915 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297499.5483765 Edm = 1.38353 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297497.6906091 Edm = 0.139783 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297497.5355321 Edm = 0.0114503 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297497.5234566 Edm = 0.00130317 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297497.5202877 Edm = 0.00216158 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297497.486191 Edm = 0.0287948 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297496.770904 Edm = 0.745263 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297482.0046491 Edm = 3.67835 NCalls = 219 -VariableMetric: Iteration # 61 - FCN = 297477.3196141 Edm = 2.19473 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297474.5905919 Edm = 0.926531 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297473.0226957 Edm = 0.163205 NCalls = 228 -VariableMetric: Iteration # 64 - FCN = 297472.8542972 Edm = 0.0298575 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297472.8149289 Edm = 0.0115014 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297472.8045707 Edm = 0.000702819 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297472.8021256 Edm = 0.00152098 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297472.5890207 Edm = 0.180645 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297466.6362116 Edm = 1.11629 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297465.2096978 Edm = 0.348577 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297464.9873578 Edm = 0.0185171 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297464.9644213 Edm = 0.00146873 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297464.9622445 Edm = 0.000348883 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297464.9593299 Edm = 0.0026254 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297464.7360229 Edm = 0.2096 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297461.9588917 Edm = 1.01842 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297461.1107143 Edm = 0.0348623 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297461.0753806 Edm = 0.000657455 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297461.0745512 Edm = 9.05187e-05 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297461.0738172 Edm = 0.000572226 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297461.0477735 Edm = 0.0205035 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297459.6016202 Edm = 1.00516 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297457.2144271 Edm = 0.278366 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297456.8732037 Edm = 0.0217858 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297456.8516713 Edm = 0.000992514 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297456.8506793 Edm = 0.000114941 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297456.8505074 Edm = 5.38835e-05 NCalls = 293 -VariableMetric: After Hessian - FCN = 297456.8505074 Edm = 221.291 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297456.8505074 Edm = 221.291 NCalls = 772 -VariableMetric: Iteration # 89 - FCN = 297453.6405651 Edm = 512.308 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297452.3364039 Edm = 6.7618 NCalls = 779 -VariableMetric: Iteration # 91 - FCN = 297449.8314667 Edm = 0.844858 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297449.1270727 Edm = 2.36409 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297447.6294191 Edm = 0.377902 NCalls = 786 -VariableMetric: Iteration # 94 - FCN = 297447.4443427 Edm = 0.186453 NCalls = 788 -VariableMetric: Iteration # 95 - FCN = 297447.0149961 Edm = 0.100849 NCalls = 790 -VariableMetric: Iteration # 96 - FCN = 297446.7840636 Edm = 0.0961767 NCalls = 792 -VariableMetric: Iteration # 97 - FCN = 297446.5127358 Edm = 0.0777618 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297446.3317652 Edm = 0.10844 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297446.0983228 Edm = 0.164595 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297445.9241694 Edm = 0.0876827 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297445.8352033 Edm = 0.033241 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297445.7150959 Edm = 0.0199232 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297445.6762418 Edm = 0.0224707 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297445.6446103 Edm = 0.0304314 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297445.6098236 Edm = 0.0191595 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297445.5672752 Edm = 0.0129656 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297445.5532295 Edm = 0.005061 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297445.5383136 Edm = 0.00768356 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297445.5248883 Edm = 0.00505259 NCalls = 822 -VariableMetric: Iteration # 110 - FCN = 297445.5126041 Edm = 0.00594754 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297445.5018998 Edm = 0.00372579 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297445.4926722 Edm = 0.00472872 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297445.4798761 Edm = 0.00614028 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297445.4563398 Edm = 0.00925868 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297445.4300224 Edm = 0.00922864 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297445.4043883 Edm = 0.0218644 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297445.3822573 Edm = 0.0107595 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297445.3639984 Edm = 0.0205312 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297445.3450507 Edm = 0.0141799 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297445.3162336 Edm = 0.0170013 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297445.2938165 Edm = 0.0106603 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297445.2750641 Edm = 0.0153158 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297445.254759 Edm = 0.0218507 NCalls = 857 -VariableMetric: Iteration # 124 - FCN = 297445.2312235 Edm = 0.0196335 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297445.186305 Edm = 0.008989 NCalls = 864 -VariableMetric: Iteration # 126 - FCN = 297445.1632606 Edm = 0.0153088 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297445.155333 Edm = 0.00609121 NCalls = 869 -VariableMetric: Iteration # 128 - FCN = 297445.1295954 Edm = 0.0136235 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297445.0945246 Edm = 0.0271356 NCalls = 875 -VariableMetric: Iteration # 130 - FCN = 297445.0651029 Edm = 0.0314138 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297445.0071614 Edm = 0.0184834 NCalls = 882 -VariableMetric: Iteration # 132 - FCN = 297444.9755208 Edm = 0.0211581 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297444.967412 Edm = 0.00266451 NCalls = 887 -VariableMetric: Iteration # 134 - FCN = 297444.9646388 Edm = 0.00286881 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297444.9622643 Edm = 0.0012905 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297444.9583609 Edm = 0.000848194 NCalls = 894 -VariableMetric: Iteration # 137 - FCN = 297444.9559198 Edm = 0.00153573 NCalls = 896 -VariableMetric: Iteration # 138 - FCN = 297444.9520043 Edm = 0.00280652 NCalls = 899 -VariableMetric: Iteration # 139 - FCN = 297444.9477863 Edm = 0.000780312 NCalls = 901 -VariableMetric: Iteration # 140 - FCN = 297444.9462981 Edm = 0.000452586 NCalls = 903 -VariableMetric: Iteration # 141 - FCN = 297444.9445616 Edm = 0.000837519 NCalls = 905 -VariableMetric: Iteration # 142 - FCN = 297444.9427932 Edm = 0.000614364 NCalls = 908 -VariableMetric: Iteration # 143 - FCN = 297444.9415332 Edm = 0.000443333 NCalls = 910 -VariableMetric: Iteration # 144 - FCN = 297444.9398276 Edm = 0.000805025 NCalls = 913 -VariableMetric: Iteration # 145 - FCN = 297444.939054 Edm = 0.00036904 NCalls = 914 -VariableMetric: Iteration # 146 - FCN = 297444.9375731 Edm = 0.000887997 NCalls = 917 -VariableMetric: Iteration # 147 - FCN = 297444.933712 Edm = 0.00118894 NCalls = 919 -VariableMetric: Iteration # 148 - FCN = 297444.9305764 Edm = 0.00190072 NCalls = 921 -VariableMetric: Iteration # 149 - FCN = 297444.9278723 Edm = 0.00110775 NCalls = 923 -VariableMetric: Iteration # 150 - FCN = 297444.9244467 Edm = 0.0016396 NCalls = 925 -VariableMetric: Iteration # 151 - FCN = 297444.9164149 Edm = 0.00284953 NCalls = 927 -VariableMetric: Iteration # 152 - FCN = 297444.9111552 Edm = 0.000902354 NCalls = 929 -VariableMetric: Iteration # 153 - FCN = 297444.9077445 Edm = 0.00116579 NCalls = 931 -VariableMetric: Iteration # 154 - FCN = 297444.9057347 Edm = 0.000733777 NCalls = 934 -VariableMetric: Iteration # 155 - FCN = 297444.9052578 Edm = 0.000153365 NCalls = 936 -VariableMetric: Iteration # 156 - FCN = 297444.9049676 Edm = 6.19686e-05 NCalls = 938 -VariableMetric: Iteration # 157 - FCN = 297444.9048804 Edm = 5.3872e-06 NCalls = 940 -VariableMetric: After Hessian - FCN = 297444.9048804 Edm = 7.47687e-06 NCalls = 1435 -VariableMetric: Iteration # 158 - FCN = 297444.9048804 Edm = 7.47687e-06 NCalls = 1435 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331792.7152917 Edm = 132.637 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331792.7152917 Edm = 132.637 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303485.7708453 Edm = 4.14445 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303396.2529415 Edm = 733.147 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303206.4773983 Edm = 13.1792 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 303196.7278928 Edm = 5.68637 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 302813.9832638 Edm = 109.688 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 301909.5257408 Edm = 3537.92 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 301115.3462141 Edm = 4509.75 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 300008.9855806 Edm = 709.31 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298274.2934026 Edm = 40.4285 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298236.3686991 Edm = 6.03051 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298216.8148734 Edm = 0.590887 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298212.5598925 Edm = 3.42018 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297930.6471099 Edm = 101.502 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297715.5835593 Edm = 1.85039 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297714.0278734 Edm = 0.229324 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297713.7333499 Edm = 0.175101 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297655.9740459 Edm = 39.9565 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297523.221863 Edm = 4.10223 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297518.3970085 Edm = 0.0813247 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297518.3082779 Edm = 0.0113829 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297517.371813 Edm = 0.935349 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297509.0786307 Edm = 6.42071 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297473.8537668 Edm = 1.4728 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297471.9702162 Edm = 0.0387647 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297471.9281588 Edm = 0.00697207 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297471.4517402 Edm = 0.450606 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297450.0652862 Edm = 20.4185 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297427.1297477 Edm = 6.42839 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297422.324131 Edm = 0.192738 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297421.9713384 Edm = 0.0303066 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297421.9311513 Edm = 0.00828261 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297421.8949634 Edm = 0.0108731 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297421.8597095 Edm = 0.025964 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297418.5645081 Edm = 3.41147 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297418.4574273 Edm = 0.0990653 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297399.6947029 Edm = 14.1232 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297374.5540137 Edm = 19.48 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297357.7639224 Edm = 0.350435 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297357.2457589 Edm = 0.109999 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297357.1368501 Edm = 0.0264958 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297357.076997 Edm = 0.0154221 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297356.9869796 Edm = 0.0591212 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297355.1923512 Edm = 1.86275 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297348.9835545 Edm = 7.54841 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297329.7567437 Edm = 21.3024 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297309.2223911 Edm = 15.0456 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297288.3947423 Edm = 8.17309 NCalls = 181 -VariableMetric: Iteration # 48 - FCN = 297281.482877 Edm = 1.11294 NCalls = 183 -VariableMetric: Iteration # 49 - FCN = 297280.645933 Edm = 0.293393 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297280.2959836 Edm = 0.0200958 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297280.2724306 Edm = 0.00233717 NCalls = 189 -VariableMetric: Iteration # 52 - FCN = 297280.2640227 Edm = 0.00549204 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297280.1951044 Edm = 0.050994 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297278.7476813 Edm = 1.43522 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297271.2987055 Edm = 3.69024 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297263.8646382 Edm = 0.393668 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297263.2210159 Edm = 0.0244093 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297263.1945269 Edm = 0.00170754 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297263.1918005 Edm = 0.000969954 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297263.1794986 Edm = 0.0140424 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297262.9496429 Edm = 0.189514 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297255.7239643 Edm = 3.79595 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297249.8218354 Edm = 1.86418 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297248.577632 Edm = 0.0810469 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297248.487033 Edm = 0.00886875 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297248.4752191 Edm = 0.00241961 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297248.471219 Edm = 0.00177978 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297248.4403553 Edm = 0.0294775 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297246.7555548 Edm = 1.55358 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297238.5013644 Edm = 2.41008 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297234.2934955 Edm = 1.53638 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297232.7464022 Edm = 0.279709 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297232.4141014 Edm = 0.0278142 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297232.3755714 Edm = 0.00245957 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297232.3719658 Edm = 0.00080594 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297232.3622639 Edm = 0.00695028 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297232.2533945 Edm = 0.0922769 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297230.1714381 Edm = 1.87883 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297222.0059218 Edm = 7.09863 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297217.279408 Edm = 9.10051 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297203.5489249 Edm = 6.05259 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297197.286568 Edm = 3.03668 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297192.3544681 Edm = 3.01299 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297190.3164879 Edm = 2.96521 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297187.1182558 Edm = 1.11231 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297186.1536951 Edm = 0.358267 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297185.9640369 Edm = 0.138974 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297185.859699 Edm = 0.00540559 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297185.8514154 Edm = 0.0017306 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297185.8417323 Edm = 0.00735719 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297185.7600135 Edm = 0.0719426 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297180.192189 Edm = 4.63534 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297164.4045069 Edm = 9.19598 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297153.5490664 Edm = 4.40987 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297149.0101803 Edm = 2.85559 NCalls = 317 -VariableMetric: Iteration # 96 - FCN = 297144.6038417 Edm = 1.4472 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297142.5273497 Edm = 0.493881 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297142.105075 Edm = 0.0968858 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297141.9741376 Edm = 0.095904 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297141.9359381 Edm = 0.0246393 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297141.9037103 Edm = 0.00337212 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297141.899434 Edm = 0.000715026 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 297141.8978293 Edm = 0.000543629 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 297141.8969578 Edm = 0.000216721 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297141.8952409 Edm = 0.00167613 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297141.7366838 Edm = 0.11745 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297141.128985 Edm = 0.189569 NCalls = 349 -VariableMetric: Iteration # 108 - FCN = 297140.9175713 Edm = 0.0147494 NCalls = 351 -VariableMetric: Iteration # 109 - FCN = 297140.9072504 Edm = 0.000759798 NCalls = 353 -VariableMetric: Iteration # 110 - FCN = 297140.9065668 Edm = 4.70445e-05 NCalls = 354 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303460.0996647 Edm = 12.0395 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303460.0996647 Edm = 12.0395 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303053.4876595 Edm = 12.0693 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 302531.0563487 Edm = 936.344 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301833.5022039 Edm = 536.424 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298971.9080954 Edm = 7.93625 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298953.5779497 Edm = 2.24455 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298722.5041722 Edm = 25.2034 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298405.544269 Edm = 186.843 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297969.6644874 Edm = 58.3339 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297928.1524335 Edm = 6.4647 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297922.7626608 Edm = 0.199016 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297922.5693958 Edm = 0.0209944 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297922.0140109 Edm = 0.579011 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297891.0786764 Edm = 1.59574 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297863.913744 Edm = 1.03285 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297862.8107029 Edm = 0.060352 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297862.5395903 Edm = 0.233638 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297777.6418616 Edm = 5.57551 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297688.9419542 Edm = 83.008 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297643.2921213 Edm = 12.995 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297619.7999955 Edm = 8.44347 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297603.5912646 Edm = 1.50361 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297600.8159802 Edm = 0.88576 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297600.4139419 Edm = 0.0583726 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297600.3333336 Edm = 0.00551298 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297600.2973926 Edm = 0.0298202 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297598.6004319 Edm = 1.90217 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297561.7049867 Edm = 7.04403 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297545.1422366 Edm = 1.25178 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297544.4302682 Edm = 0.122858 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297544.3169859 Edm = 0.00757596 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297544.3040961 Edm = 0.00870625 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297543.8557621 Edm = 0.409912 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297532.4836906 Edm = 6.52733 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297519.2066661 Edm = 6.93476 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297517.3916011 Edm = 3.46207 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297513.2363886 Edm = 1.41524 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297511.4808858 Edm = 1.20734 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297505.3902455 Edm = 6.96839 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297504.2448201 Edm = 6.31095 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297503.1319491 Edm = 10.1033 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297501.9414335 Edm = 10.8029 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297500.4411642 Edm = 9.7648 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297498.355482 Edm = 7.86484 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297495.3944554 Edm = 3.99766 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297491.8435022 Edm = 3.35501 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297472.3621028 Edm = 6.62907 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297464.5100662 Edm = 1.71861 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297463.5178725 Edm = 0.617772 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297462.8035784 Edm = 0.833205 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297461.5550519 Edm = 0.319169 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297461.2579142 Edm = 0.0213536 NCalls = 157 -VariableMetric: Iteration # 52 - FCN = 297461.204003 Edm = 0.02794 NCalls = 159 -VariableMetric: Iteration # 53 - FCN = 297460.9453747 Edm = 0.206645 NCalls = 162 -VariableMetric: Iteration # 54 - FCN = 297455.9190013 Edm = 3.47675 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297442.4492859 Edm = 1.47893 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297440.4106938 Edm = 0.190163 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297440.1369044 Edm = 0.0564995 NCalls = 173 -VariableMetric: Iteration # 58 - FCN = 297440.0530624 Edm = 0.00761085 NCalls = 175 -VariableMetric: Iteration # 59 - FCN = 297440.043304 Edm = 0.00201298 NCalls = 177 -VariableMetric: Iteration # 60 - FCN = 297440.0393081 Edm = 0.0013551 NCalls = 179 -VariableMetric: Iteration # 61 - FCN = 297440.0319668 Edm = 0.00398375 NCalls = 182 -VariableMetric: Iteration # 62 - FCN = 297440.0026017 Edm = 0.0145765 NCalls = 185 -VariableMetric: Iteration # 63 - FCN = 297439.7563536 Edm = 0.188125 NCalls = 189 -VariableMetric: Iteration # 64 - FCN = 297437.4832651 Edm = 0.990661 NCalls = 193 -VariableMetric: Iteration # 65 - FCN = 297436.5548795 Edm = 0.153191 NCalls = 194 -VariableMetric: Iteration # 66 - FCN = 297436.4293173 Edm = 0.0104192 NCalls = 196 -VariableMetric: Iteration # 67 - FCN = 297436.420996 Edm = 0.000656496 NCalls = 198 -VariableMetric: Iteration # 68 - FCN = 297436.4166601 Edm = 0.00380963 NCalls = 201 -VariableMetric: Iteration # 69 - FCN = 297436.2085042 Edm = 0.187172 NCalls = 207 -VariableMetric: Iteration # 70 - FCN = 297432.4616124 Edm = 0.62858 NCalls = 211 -VariableMetric: Iteration # 71 - FCN = 297431.9751174 Edm = 0.165419 NCalls = 213 -VariableMetric: Iteration # 72 - FCN = 297431.8572143 Edm = 0.0133764 NCalls = 215 -VariableMetric: Iteration # 73 - FCN = 297431.842071 Edm = 0.00123734 NCalls = 217 -VariableMetric: Iteration # 74 - FCN = 297431.840281 Edm = 0.000663548 NCalls = 219 -VariableMetric: Iteration # 75 - FCN = 297431.8377143 Edm = 0.00153385 NCalls = 222 -VariableMetric: Iteration # 76 - FCN = 297431.8251617 Edm = 0.00915803 NCalls = 225 -VariableMetric: Iteration # 77 - FCN = 297430.8089458 Edm = 1.04416 NCalls = 230 -VariableMetric: Iteration # 78 - FCN = 297425.0463473 Edm = 1.08868 NCalls = 233 -VariableMetric: Iteration # 79 - FCN = 297424.1611151 Edm = 0.0142058 NCalls = 235 -VariableMetric: Iteration # 80 - FCN = 297424.1467666 Edm = 0.000761837 NCalls = 236 -VariableMetric: Iteration # 81 - FCN = 297424.1450701 Edm = 0.000899141 NCalls = 238 -VariableMetric: Iteration # 82 - FCN = 297424.1280523 Edm = 0.0172429 NCalls = 242 -VariableMetric: Iteration # 83 - FCN = 297423.8036988 Edm = 0.240437 NCalls = 248 -VariableMetric: Iteration # 84 - FCN = 297422.1579973 Edm = 0.378741 NCalls = 251 -VariableMetric: Iteration # 85 - FCN = 297421.7626994 Edm = 0.353324 NCalls = 252 -VariableMetric: Iteration # 86 - FCN = 297421.4933748 Edm = 0.0460028 NCalls = 255 -VariableMetric: Iteration # 87 - FCN = 297421.4283356 Edm = 0.00641942 NCalls = 257 -VariableMetric: Iteration # 88 - FCN = 297421.422682 Edm = 0.000480465 NCalls = 258 -VariableMetric: Iteration # 89 - FCN = 297421.4222263 Edm = 5.83791e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297421.4222263 Edm = 453.328 NCalls = 739 -VariableMetric: Iteration # 90 - FCN = 297421.4222263 Edm = 453.328 NCalls = 739 -VariableMetric: Iteration # 91 - FCN = 297421.2852145 Edm = 1093.72 NCalls = 745 -VariableMetric: Iteration # 92 - FCN = 297419.7352593 Edm = 0.103664 NCalls = 754 -VariableMetric: Iteration # 93 - FCN = 297419.7161513 Edm = 0.0325399 NCalls = 756 -VariableMetric: Iteration # 94 - FCN = 297419.6743026 Edm = 0.119774 NCalls = 758 -VariableMetric: Iteration # 95 - FCN = 297419.4396999 Edm = 0.243969 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297417.424778 Edm = 0.974097 NCalls = 768 -VariableMetric: Iteration # 97 - FCN = 297417.3961388 Edm = 0.0594808 NCalls = 770 -VariableMetric: Iteration # 98 - FCN = 297417.2598746 Edm = 0.207651 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297416.2211785 Edm = 2.1418 NCalls = 778 -VariableMetric: Iteration # 100 - FCN = 297416.0608442 Edm = 0.360649 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297414.9046784 Edm = 2.25672 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297412.8246802 Edm = 1.31358 NCalls = 792 -VariableMetric: Iteration # 103 - FCN = 297411.4640367 Edm = 0.91504 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297410.7072978 Edm = 0.653578 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297410.1796943 Edm = 0.314939 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297409.7603082 Edm = 0.101637 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297409.6447475 Edm = 0.0391302 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297409.5484577 Edm = 0.0637156 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297409.4149197 Edm = 0.0315639 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297409.3261002 Edm = 0.0298123 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297409.2334482 Edm = 0.0303074 NCalls = 812 -VariableMetric: Iteration # 112 - FCN = 297409.179297 Edm = 0.0252437 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297409.1384214 Edm = 0.0128451 NCalls = 816 -VariableMetric: Iteration # 114 - FCN = 297409.1208778 Edm = 0.00556339 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297409.1119894 Edm = 0.00390202 NCalls = 820 -VariableMetric: Iteration # 116 - FCN = 297409.1027713 Edm = 0.00409691 NCalls = 822 -VariableMetric: Iteration # 117 - FCN = 297409.0885437 Edm = 0.00451762 NCalls = 824 -VariableMetric: Iteration # 118 - FCN = 297409.0797188 Edm = 0.00273541 NCalls = 826 -VariableMetric: Iteration # 119 - FCN = 297409.070486 Edm = 0.00671408 NCalls = 828 -VariableMetric: Iteration # 120 - FCN = 297409.0573078 Edm = 0.00364468 NCalls = 832 -VariableMetric: Iteration # 121 - FCN = 297409.0529042 Edm = 0.0013685 NCalls = 834 -VariableMetric: Iteration # 122 - FCN = 297409.0459248 Edm = 0.00472355 NCalls = 837 -VariableMetric: Iteration # 123 - FCN = 297409.0204839 Edm = 0.0113033 NCalls = 841 -VariableMetric: Iteration # 124 - FCN = 297408.9943893 Edm = 0.00454007 NCalls = 843 -VariableMetric: Iteration # 125 - FCN = 297408.9852357 Edm = 0.00355727 NCalls = 845 -VariableMetric: Iteration # 126 - FCN = 297408.9754276 Edm = 0.00409983 NCalls = 847 -VariableMetric: Iteration # 127 - FCN = 297408.9694257 Edm = 0.00166932 NCalls = 849 -VariableMetric: Iteration # 128 - FCN = 297408.9638506 Edm = 0.00313874 NCalls = 851 -VariableMetric: Iteration # 129 - FCN = 297408.9480368 Edm = 0.00400306 NCalls = 853 -VariableMetric: Iteration # 130 - FCN = 297408.9358697 Edm = 0.00431842 NCalls = 855 -VariableMetric: Iteration # 131 - FCN = 297408.9240042 Edm = 0.00383886 NCalls = 858 -VariableMetric: Iteration # 132 - FCN = 297408.916565 Edm = 0.00217444 NCalls = 861 -VariableMetric: Iteration # 133 - FCN = 297408.9135328 Edm = 0.00186909 NCalls = 863 -VariableMetric: Iteration # 134 - FCN = 297408.9097243 Edm = 0.00261157 NCalls = 866 -VariableMetric: Iteration # 135 - FCN = 297408.9036127 Edm = 0.00134121 NCalls = 868 -VariableMetric: Iteration # 136 - FCN = 297408.9009777 Edm = 0.000727707 NCalls = 870 -VariableMetric: Iteration # 137 - FCN = 297408.8993381 Edm = 0.000337784 NCalls = 872 -VariableMetric: Iteration # 138 - FCN = 297408.8982934 Edm = 0.000383723 NCalls = 874 -VariableMetric: Iteration # 139 - FCN = 297408.8970248 Edm = 0.000463463 NCalls = 876 -VariableMetric: Iteration # 140 - FCN = 297408.8957605 Edm = 0.000470003 NCalls = 878 -VariableMetric: Iteration # 141 - FCN = 297408.8945305 Edm = 0.000254207 NCalls = 880 -VariableMetric: Iteration # 142 - FCN = 297408.8941788 Edm = 6.30031e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297408.8941788 Edm = 0.508477 NCalls = 1363 -VariableMetric: Iteration # 143 - FCN = 297408.8941788 Edm = 0.508477 NCalls = 1363 -VariableMetric: Iteration # 144 - FCN = 297408.8796129 Edm = 0.884719 NCalls = 1365 -VariableMetric: Iteration # 145 - FCN = 297408.7253104 Edm = 0.0473211 NCalls = 1367 -VariableMetric: Iteration # 146 - FCN = 297408.6930358 Edm = 0.0302319 NCalls = 1368 -VariableMetric: Iteration # 147 - FCN = 297408.6554937 Edm = 0.0164479 NCalls = 1371 -VariableMetric: Iteration # 148 - FCN = 297408.6285489 Edm = 0.0141659 NCalls = 1374 -VariableMetric: Iteration # 149 - FCN = 297408.6150529 Edm = 0.00526532 NCalls = 1375 -VariableMetric: Iteration # 150 - FCN = 297408.6085715 Edm = 0.00119084 NCalls = 1377 -VariableMetric: Iteration # 151 - FCN = 297408.6071206 Edm = 0.000729228 NCalls = 1379 -VariableMetric: Iteration # 152 - FCN = 297408.6057558 Edm = 0.000454823 NCalls = 1382 -VariableMetric: Iteration # 153 - FCN = 297408.6046071 Edm = 0.000255015 NCalls = 1384 -VariableMetric: Iteration # 154 - FCN = 297408.6040083 Edm = 0.000139722 NCalls = 1386 -VariableMetric: Iteration # 155 - FCN = 297408.6036226 Edm = 0.000207333 NCalls = 1388 -VariableMetric: Iteration # 156 - FCN = 297408.6032413 Edm = 0.000156964 NCalls = 1390 -VariableMetric: Iteration # 157 - FCN = 297408.6029541 Edm = 9.63278e-05 NCalls = 1392 -VariableMetric: Iteration # 158 - FCN = 297408.6026265 Edm = 6.82203e-05 NCalls = 1394 -VariableMetric: After Hessian - FCN = 297408.6026265 Edm = 0.00022395 NCalls = 1885 -VariableMetric: Iteration # 159 - FCN = 297408.6026265 Edm = 0.00022395 NCalls = 1885 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313314.0605842 Edm = 39.3343 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313314.0605842 Edm = 39.3343 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305684.5129533 Edm = 53.2495 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 305047.2689952 Edm = 104066 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 304699.5013448 Edm = 33.9723 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298688.3348776 Edm = 189.694 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298337.3269458 Edm = 533.592 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298182.5972736 Edm = 2.56552 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298177.6578578 Edm = 0.317304 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298175.832902 Edm = 1.2397 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298046.7728622 Edm = 6.26895 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298037.7203202 Edm = 0.233831 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298035.5692948 Edm = 1.65189 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297933.5290713 Edm = 63.0409 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297721.8827001 Edm = 17.7308 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297699.0442126 Edm = 0.327541 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297698.5420804 Edm = 0.0251126 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297698.389282 Edm = 0.120801 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297677.2468772 Edm = 22.0539 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297609.5182594 Edm = 42.2151 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297568.7849401 Edm = 4.6696 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297542.5657093 Edm = 11.6721 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297540.8871369 Edm = 4.2641 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297529.8639489 Edm = 0.909481 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297528.6236089 Edm = 0.022573 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297528.5976266 Edm = 0.00439722 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297528.3888535 Edm = 0.182621 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297489.8144698 Edm = 11.8878 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297469.7936205 Edm = 0.699109 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297469.3434139 Edm = 0.0595542 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297469.2842857 Edm = 0.00878643 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297469.2498205 Edm = 0.0234417 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297467.0266257 Edm = 1.91329 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297430.1797409 Edm = 15.4103 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297411.1793724 Edm = 6.92776 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297408.9167058 Edm = 4.77843 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297401.3641413 Edm = 1.22893 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297399.8124485 Edm = 0.493347 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297399.473299 Edm = 0.15233 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297399.2714846 Edm = 0.0124124 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297399.2510565 Edm = 0.00452576 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297399.1659305 Edm = 0.083082 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297395.571443 Edm = 3.34111 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297369.7792175 Edm = 20.8117 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297366.1882769 Edm = 10.8605 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297352.3829321 Edm = 2.22944 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297350.7432913 Edm = 0.316166 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297350.5152384 Edm = 0.00905827 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297350.5050163 Edm = 0.00170479 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297350.500158 Edm = 0.00567147 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297350.3851874 Edm = 0.0962245 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297348.3241748 Edm = 1.37095 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297344.5400193 Edm = 0.618047 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297343.7555367 Edm = 0.201748 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297343.4959858 Edm = 0.029571 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297343.4616141 Edm = 0.00645209 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297343.4509755 Edm = 0.00150801 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297343.4446158 Edm = 0.00409022 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297343.2885872 Edm = 0.17284 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297343.1873088 Edm = 0.0951046 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297342.7810777 Edm = 0.338579 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297332.3511433 Edm = 2.68461 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297328.8250152 Edm = 1.53378 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297327.1868659 Edm = 0.363764 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297326.8597291 Edm = 0.0815843 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297326.7868265 Edm = 0.00680784 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297326.7776358 Edm = 0.00112109 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297326.7761069 Edm = 0.00058932 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297326.7743713 Edm = 0.00139529 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297326.7502896 Edm = 0.0220533 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297326.2074991 Edm = 0.313862 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297323.3180247 Edm = 2.83997 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297319.4051498 Edm = 0.393046 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297318.9271877 Edm = 0.0170781 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297318.9124856 Edm = 0.00521982 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297318.9079479 Edm = 0.000618699 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297318.9070161 Edm = 0.000229235 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297318.905656 Edm = 0.00086342 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297318.8886061 Edm = 0.012961 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297318.4139403 Edm = 0.291033 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297317.5980558 Edm = 0.0304189 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297317.5732956 Edm = 0.00225704 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297317.5709614 Edm = 0.000220043 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297317.5706414 Edm = 9.28808e-05 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297317.569313 Edm = 0.00116885 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297317.4853136 Edm = 0.0709307 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297316.6351703 Edm = 0.0755116 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297316.55231 Edm = 0.00155842 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297316.5507398 Edm = 4.73198e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297316.5507398 Edm = 34.4481 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297316.5507398 Edm = 34.4481 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297314.7058632 Edm = 816.918 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297311.3967752 Edm = 0.411723 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297310.8398538 Edm = 3.13042 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297309.3360406 Edm = 3.97033 NCalls = 776 -VariableMetric: Iteration # 93 - FCN = 297308.9909371 Edm = 1.44124 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297300.0001109 Edm = 23.305 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297299.1088992 Edm = 7.84188 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297291.8690569 Edm = 15.7101 NCalls = 793 -VariableMetric: Iteration # 97 - FCN = 297288.8167901 Edm = 10.3954 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297285.3966072 Edm = 2.05164 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297283.3441337 Edm = 1.28657 NCalls = 801 -VariableMetric: Iteration # 100 - FCN = 297282.5241429 Edm = 0.169912 NCalls = 803 -VariableMetric: Iteration # 101 - FCN = 297282.2930177 Edm = 0.162808 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297282.2550537 Edm = 0.116391 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297282.0977683 Edm = 0.0664476 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297282.0150217 Edm = 0.0386197 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297281.9088286 Edm = 0.0377735 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297281.8788763 Edm = 0.0154229 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297281.8679841 Edm = 0.00301888 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297281.8636483 Edm = 0.00118035 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297281.8623596 Edm = 0.000284381 NCalls = 822 -VariableMetric: Iteration # 110 - FCN = 297281.8619908 Edm = 9.90878e-05 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297281.8618457 Edm = 4.6587e-05 NCalls = 826 -VariableMetric: After Hessian - FCN = 297281.8618457 Edm = 6.86769e-05 NCalls = 1307 -VariableMetric: Iteration # 112 - FCN = 297281.8618457 Edm = 6.86769e-05 NCalls = 1307 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312603.5466707 Edm = 17.9434 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312603.5466707 Edm = 17.9434 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312307.8871552 Edm = 33.4486 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 311646.4623703 Edm = 39.1962 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301482.8130613 Edm = 2232.29 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 300603.8522493 Edm = 1.43982e+07 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 298730.6076316 Edm = 809487 NCalls = 41 -VariableMetric: Iteration # 6 - FCN = 298572.608207 Edm = 3.17186e+06 NCalls = 49 -VariableMetric: Iteration # 7 - FCN = 298141.1397575 Edm = 5.5188e+06 NCalls = 57 -VariableMetric: Iteration # 8 - FCN = 298077.2418904 Edm = 1.72076e+06 NCalls = 64 -VariableMetric: Iteration # 9 - FCN = 297710.6013904 Edm = 375861 NCalls = 71 -VariableMetric: Iteration # 10 - FCN = 297620.6650922 Edm = 76510.4 NCalls = 77 -VariableMetric: Iteration # 11 - FCN = 297584.145884 Edm = 12208.9 NCalls = 82 -VariableMetric: Iteration # 12 - FCN = 297572.6822081 Edm = 8410.54 NCalls = 87 -VariableMetric: Iteration # 13 - FCN = 297550.6228328 Edm = 3410.2 NCalls = 91 -VariableMetric: Iteration # 14 - FCN = 297533.5020659 Edm = 8823.89 NCalls = 94 -VariableMetric: Iteration # 15 - FCN = 297475.3651802 Edm = 4610.55 NCalls = 96 -VariableMetric: Iteration # 16 - FCN = 297441.0867551 Edm = 7163.09 NCalls = 99 -VariableMetric: Iteration # 17 - FCN = 297384.8260855 Edm = 2202.71 NCalls = 101 -VariableMetric: Iteration # 18 - FCN = 297332.6529782 Edm = 426.675 NCalls = 103 -VariableMetric: Iteration # 19 - FCN = 297298.0816513 Edm = 461.481 NCalls = 105 -VariableMetric: Iteration # 20 - FCN = 297267.0901122 Edm = 369.132 NCalls = 108 -VariableMetric: Iteration # 21 - FCN = 297245.2558273 Edm = 766.731 NCalls = 113 -VariableMetric: Iteration # 22 - FCN = 297171.5852181 Edm = 204.199 NCalls = 115 -VariableMetric: Iteration # 23 - FCN = 297156.0980772 Edm = 332.284 NCalls = 117 -VariableMetric: Iteration # 24 - FCN = 297149.711786 Edm = 163.378 NCalls = 119 -VariableMetric: Iteration # 25 - FCN = 297142.0507562 Edm = 57.7353 NCalls = 121 -VariableMetric: Iteration # 26 - FCN = 297135.6128947 Edm = 40.2034 NCalls = 123 -VariableMetric: Iteration # 27 - FCN = 297122.0022189 Edm = 122.825 NCalls = 125 -VariableMetric: Iteration # 28 - FCN = 297115.1810089 Edm = 91.8172 NCalls = 127 -VariableMetric: Iteration # 29 - FCN = 297110.7547855 Edm = 54.2465 NCalls = 129 -VariableMetric: Iteration # 30 - FCN = 297090.672542 Edm = 19.6616 NCalls = 132 -VariableMetric: Iteration # 31 - FCN = 297083.9304862 Edm = 27.7196 NCalls = 134 -VariableMetric: Iteration # 32 - FCN = 297076.2575227 Edm = 9.50039 NCalls = 137 -VariableMetric: Iteration # 33 - FCN = 297070.3618644 Edm = 9.90808 NCalls = 139 -VariableMetric: Iteration # 34 - FCN = 297066.9700304 Edm = 1.46504 NCalls = 141 -VariableMetric: Iteration # 35 - FCN = 297065.9113622 Edm = 1.70382 NCalls = 143 -VariableMetric: Iteration # 36 - FCN = 297065.3914352 Edm = 0.693254 NCalls = 145 -VariableMetric: Iteration # 37 - FCN = 297064.6762185 Edm = 0.748971 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297063.6954328 Edm = 0.435083 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297062.6570588 Edm = 0.828191 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297060.998422 Edm = 1.86519 NCalls = 157 -VariableMetric: Iteration # 41 - FCN = 297059.1474612 Edm = 0.791647 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297058.0124574 Edm = 1.00159 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297057.6660274 Edm = 0.342015 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297057.3962672 Edm = 0.181218 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297057.2179992 Edm = 0.116683 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297056.990571 Edm = 0.125569 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297056.8301555 Edm = 0.0570146 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297056.7598862 Edm = 0.0208755 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297056.7181638 Edm = 0.0154795 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297056.6836197 Edm = 0.0114128 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297056.6630889 Edm = 0.00158613 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297056.6599023 Edm = 0.000780561 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297056.6581087 Edm = 0.000310842 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297056.6575053 Edm = 0.000183648 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297056.6569193 Edm = 0.000180424 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297056.65644 Edm = 0.000158318 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297056.6561382 Edm = 8.90287e-05 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297056.6559205 Edm = 0.000141289 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297056.6552949 Edm = 0.000185562 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297056.6548305 Edm = 0.00016456 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297056.6539053 Edm = 0.000547961 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297056.650338 Edm = 0.000764533 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297056.6486391 Edm = 0.00102165 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297056.6447074 Edm = 0.00543589 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297056.6374209 Edm = 0.0171648 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297056.6349078 Edm = 0.00531644 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297056.607002 Edm = 0.0245128 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297056.5607225 Edm = 0.0490221 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297056.5141424 Edm = 0.0191962 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297056.487262 Edm = 0.0431653 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297056.4514321 Edm = 0.0373774 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297056.3897155 Edm = 0.0608385 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297056.3006989 Edm = 0.165625 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297056.2447948 Edm = 0.0833212 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297056.1316208 Edm = 0.119406 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297055.9818253 Edm = 0.142647 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297055.89171 Edm = 0.274236 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297055.7409006 Edm = 0.164883 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297055.4148856 Edm = 0.220835 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297055.4075726 Edm = 0.0112283 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297055.3038874 Edm = 0.138163 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297054.9702122 Edm = 0.415209 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297054.9383473 Edm = 0.0390626 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297054.7950236 Edm = 0.166143 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297054.2413763 Edm = 0.382471 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297053.5797606 Edm = 1.06683 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297052.4893492 Edm = 0.736798 NCalls = 310 -VariableMetric: Iteration # 88 - FCN = 297052.2744531 Edm = 0.745865 NCalls = 313 -VariableMetric: Iteration # 89 - FCN = 297051.6450272 Edm = 1.31327 NCalls = 316 -VariableMetric: Iteration # 90 - FCN = 297050.2225225 Edm = 2.17918 NCalls = 320 -VariableMetric: Iteration # 91 - FCN = 297049.6344949 Edm = 0.689828 NCalls = 323 -VariableMetric: Iteration # 92 - FCN = 297048.5266968 Edm = 0.269093 NCalls = 326 -VariableMetric: Iteration # 93 - FCN = 297048.1996241 Edm = 0.453042 NCalls = 329 -VariableMetric: Iteration # 94 - FCN = 297048.0394863 Edm = 0.256516 NCalls = 330 -VariableMetric: Iteration # 95 - FCN = 297047.8879126 Edm = 0.454727 NCalls = 333 -VariableMetric: Iteration # 96 - FCN = 297047.4938519 Edm = 0.673435 NCalls = 337 -VariableMetric: Iteration # 97 - FCN = 297047.0758806 Edm = 0.167974 NCalls = 340 -VariableMetric: Iteration # 98 - FCN = 297046.8842678 Edm = 0.0470982 NCalls = 342 -VariableMetric: Iteration # 99 - FCN = 297046.8607258 Edm = 0.0194878 NCalls = 344 -VariableMetric: Iteration # 100 - FCN = 297046.8458443 Edm = 0.00683032 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297046.8359499 Edm = 0.00272975 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297046.8264046 Edm = 0.00346816 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297046.8215242 Edm = 0.000822058 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297046.8205407 Edm = 9.22417e-05 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297046.8203783 Edm = 4.18293e-05 NCalls = 356 -VariableMetric: After Hessian - FCN = 297046.8203783 Edm = 0.000899275 NCalls = 885 -VariableMetric: Iteration # 106 - FCN = 297046.8203783 Edm = 0.000899275 NCalls = 885 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317321.8286194 Edm = 21.2057 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317321.8286194 Edm = 21.2057 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298207.04762 Edm = 1.0086 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298203.40122 Edm = 1.36392 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298032.6302225 Edm = 6.86593 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298021.2904094 Edm = 6.69167 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297962.2027946 Edm = 87.6729 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297505.0596857 Edm = 7.24498 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297495.9105698 Edm = 0.116531 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297495.7756666 Edm = 0.0373492 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297495.2682626 Edm = 0.477192 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297456.2376226 Edm = 6.42895 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297422.4538798 Edm = 1.46017 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297420.5388805 Edm = 0.0481779 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297420.4648231 Edm = 0.0167117 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297419.4174781 Edm = 1.01752 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297340.2246064 Edm = 3.91441 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297336.2208991 Edm = 0.0984038 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297336.1023049 Edm = 0.00549616 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297336.0867166 Edm = 0.0111895 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297335.7966654 Edm = 0.274914 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297299.4687049 Edm = 6.17839 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297290.2065603 Edm = 0.519833 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297289.4871584 Edm = 0.0451753 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297289.4336457 Edm = 0.00206174 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297289.4270181 Edm = 0.00347556 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297289.2004868 Edm = 0.160613 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297283.2962446 Edm = 4.20928 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297268.9411061 Edm = 2.22621 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297266.3757899 Edm = 2.80218 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297261.5744685 Edm = 2.16613 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297260.0481371 Edm = 4.0735 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297255.8706499 Edm = 0.804484 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297254.7955604 Edm = 0.0336209 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297254.7602543 Edm = 0.00142752 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297254.7576403 Edm = 0.000896962 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297254.7334829 Edm = 0.0244456 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297253.2232527 Edm = 0.164158 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297246.2084423 Edm = 2.13178 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297241.2490095 Edm = 1.2489 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297239.8696067 Edm = 0.261617 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297231.9248938 Edm = 1.49797 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297231.5871148 Edm = 3.40274 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297230.587117 Edm = 0.611854 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297230.2922295 Edm = 0.0244684 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297230.2642877 Edm = 0.00156172 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297230.2605358 Edm = 0.00150114 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297230.2359085 Edm = 0.0234902 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297228.8140374 Edm = 1.41384 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297228.777306 Edm = 0.0351117 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297225.4214628 Edm = 3.15689 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297216.7274937 Edm = 0.897582 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297216.0353223 Edm = 0.0311594 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297215.9954835 Edm = 0.00319506 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297215.9914437 Edm = 0.00119468 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297215.9897842 Edm = 0.000638374 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297215.9874393 Edm = 0.00147198 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297215.9819639 Edm = 0.00580543 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297215.7274787 Edm = 0.245551 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297212.3275877 Edm = 1.87228 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297211.8857672 Edm = 0.791137 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297210.3183487 Edm = 0.86073 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297209.5677318 Edm = 0.438279 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297209.0067994 Edm = 0.0745511 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297208.9038692 Edm = 0.00812018 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297208.8862748 Edm = 0.00904414 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297208.8656403 Edm = 0.00393725 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297208.8604949 Edm = 0.000744505 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297208.8587493 Edm = 0.000515589 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297208.855642 Edm = 0.00236027 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297208.7078543 Edm = 0.153295 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297208.6445897 Edm = 0.057879 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297207.9645131 Edm = 0.769675 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297207.3669987 Edm = 0.821567 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297206.3240341 Edm = 1.58626 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297205.1053903 Edm = 0.199859 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297204.8066128 Edm = 0.209666 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297204.6800742 Edm = 0.257055 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297204.0116413 Edm = 0.502225 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297203.5628242 Edm = 0.0964101 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297203.4893351 Edm = 0.0559022 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297203.440144 Edm = 0.0392511 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297203.3658322 Edm = 0.0415626 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297203.3022864 Edm = 0.0592926 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297203.2762883 Edm = 0.0110105 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297203.2598977 Edm = 0.0019772 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297203.2575407 Edm = 0.000164129 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297203.2572399 Edm = 0.000164486 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297203.2537331 Edm = 0.00384109 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297203.2511484 Edm = 0.00243286 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297203.2459205 Edm = 0.00464185 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297202.7615822 Edm = 0.183924 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297202.5704425 Edm = 0.190782 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297202.4494116 Edm = 0.0279069 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297202.3361042 Edm = 0.123728 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297202.2417486 Edm = 0.0634392 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297202.1673727 Edm = 0.0592841 NCalls = 317 -VariableMetric: Iteration # 96 - FCN = 297202.1486134 Edm = 0.00598894 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297202.1400231 Edm = 0.00192178 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297202.1360934 Edm = 0.000504966 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297202.135504 Edm = 3.06566e-05 NCalls = 325 -VariableMetric: After Hessian - FCN = 297202.135504 Edm = 1235.82 NCalls = 806 -VariableMetric: Iteration # 100 - FCN = 297202.135504 Edm = 1235.82 NCalls = 806 -VariableMetric: Iteration # 101 - FCN = 297199.4513281 Edm = 911.661 NCalls = 817 -VariableMetric: Iteration # 102 - FCN = 297199.4125723 Edm = 0.153073 NCalls = 821 -VariableMetric: Iteration # 103 - FCN = 297197.9281078 Edm = 0.328643 NCalls = 824 -VariableMetric: Iteration # 104 - FCN = 297197.2487866 Edm = 0.353441 NCalls = 826 -VariableMetric: Iteration # 105 - FCN = 297196.6399969 Edm = 0.140237 NCalls = 828 -VariableMetric: Iteration # 106 - FCN = 297196.2723393 Edm = 0.0599465 NCalls = 830 -VariableMetric: Iteration # 107 - FCN = 297196.1965559 Edm = 0.0674951 NCalls = 833 -VariableMetric: Iteration # 108 - FCN = 297196.1185234 Edm = 0.0363609 NCalls = 835 -VariableMetric: Iteration # 109 - FCN = 297196.053039 Edm = 0.0188036 NCalls = 837 -VariableMetric: Iteration # 110 - FCN = 297195.9963103 Edm = 0.0159902 NCalls = 839 -VariableMetric: Iteration # 111 - FCN = 297195.9514879 Edm = 0.00739781 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297195.9382029 Edm = 0.00486269 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297195.9286871 Edm = 0.00240526 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297195.923951 Edm = 0.0016024 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297195.9061513 Edm = 0.00671661 NCalls = 851 -VariableMetric: Iteration # 116 - FCN = 297195.8872673 Edm = 0.0041108 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297195.8780032 Edm = 0.00283382 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297195.872726 Edm = 0.00278852 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297195.8699126 Edm = 0.000793883 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297195.8679901 Edm = 0.000629299 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297195.8660358 Edm = 0.000768158 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297195.8629139 Edm = 0.00113139 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297195.8597899 Edm = 0.00141151 NCalls = 869 -VariableMetric: Iteration # 124 - FCN = 297195.8566831 Edm = 0.00137606 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297195.8532463 Edm = 0.000785145 NCalls = 874 -VariableMetric: Iteration # 126 - FCN = 297195.8520744 Edm = 0.00026068 NCalls = 876 -VariableMetric: Iteration # 127 - FCN = 297195.8516374 Edm = 0.000144011 NCalls = 878 -VariableMetric: Iteration # 128 - FCN = 297195.8514091 Edm = 5.72213e-05 NCalls = 880 -VariableMetric: After Hessian - FCN = 297195.8514091 Edm = 0.00418316 NCalls = 1369 -VariableMetric: Iteration # 129 - FCN = 297195.8514091 Edm = 0.00418316 NCalls = 1369 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326597.400704 Edm = 221.596 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326597.400704 Edm = 221.596 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 324964.2982763 Edm = 148.073 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301332.5726282 Edm = 148.591 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301237.8865351 Edm = 270.483 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301001.7839605 Edm = 182.125 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299718.1798181 Edm = 77.0864 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299611.0272277 Edm = 116.479 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299585.3684903 Edm = 1.31611 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299579.4480869 Edm = 5.19545 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 299248.1370549 Edm = 216.006 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298784.1884927 Edm = 529.409 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298180.4918518 Edm = 45.0679 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298145.6395459 Edm = 7.92758 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298139.5578903 Edm = 0.221433 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298138.6376938 Edm = 0.759125 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 298004.0077399 Edm = 17.1032 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297978.6310736 Edm = 1.24559 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297976.8938083 Edm = 0.231136 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297976.2943373 Edm = 0.17032 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297973.324264 Edm = 2.45822 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297782.8552194 Edm = 214.124 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297766.0130637 Edm = 6.78567 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297750.6674294 Edm = 6.7118 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297732.6442282 Edm = 5.99865 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297660.4549652 Edm = 67.5696 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297358.0533335 Edm = 22.0578 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297343.0092465 Edm = 7.38668 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297326.8329855 Edm = 6.19295 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297318.4142143 Edm = 3.0033 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297316.5375648 Edm = 0.320309 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297316.3186319 Edm = 0.0251267 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297316.1118961 Edm = 0.170919 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297310.9471149 Edm = 3.95228 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297269.9694939 Edm = 19.9938 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297241.287281 Edm = 4.93722 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297238.9784864 Edm = 0.566387 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297238.4006679 Edm = 0.0765713 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297238.2768076 Edm = 0.0329084 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297238.1816296 Edm = 0.089378 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297236.0449567 Edm = 2.07981 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297224.6484911 Edm = 0.438593 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297224.1095319 Edm = 0.0828618 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297224.0067551 Edm = 0.0313441 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297223.8823501 Edm = 0.100462 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297222.5857934 Edm = 1.47256 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297220.1604284 Edm = 1.89502 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297206.9469051 Edm = 1.91317 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297204.7574569 Edm = 0.320574 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297204.4542279 Edm = 0.035298 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297204.4205774 Edm = 0.00805545 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297204.408031 Edm = 0.0086007 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297204.3268954 Edm = 0.0865797 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297200.2131105 Edm = 2.70397 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297191.4010414 Edm = 1.86284 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297189.6982715 Edm = 0.117014 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297189.5973592 Edm = 0.0116054 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297189.566458 Edm = 0.0173927 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297189.4889704 Edm = 0.0788788 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297188.3859776 Edm = 1.03662 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297168.1263056 Edm = 6.80963 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297160.0447455 Edm = 1.98361 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297157.5175974 Edm = 0.314629 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297157.0925012 Edm = 0.0653423 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297157.0073787 Edm = 0.00565377 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297156.9982904 Edm = 0.00116046 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297156.9937773 Edm = 0.00224419 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297156.9552296 Edm = 0.0334796 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297156.7135843 Edm = 0.206496 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297153.1804942 Edm = 1.81914 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297146.4115052 Edm = 2.20657 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297144.5036566 Edm = 1.81073 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297142.4667837 Edm = 0.514861 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297141.598967 Edm = 0.0753755 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297141.5207187 Edm = 0.00540228 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297141.5145684 Edm = 0.00112071 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297141.5129434 Edm = 0.000641646 NCalls = 231 -VariableMetric: Iteration # 76 - FCN = 297141.5114437 Edm = 0.00106732 NCalls = 233 -VariableMetric: Iteration # 77 - FCN = 297141.4990866 Edm = 0.0134739 NCalls = 237 -VariableMetric: Iteration # 78 - FCN = 297140.9803281 Edm = 0.241808 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297138.5604738 Edm = 0.89012 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297137.0171616 Edm = 0.0325565 NCalls = 249 -VariableMetric: Iteration # 81 - FCN = 297136.989577 Edm = 0.00141663 NCalls = 251 -VariableMetric: Iteration # 82 - FCN = 297136.9879051 Edm = 0.000350569 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297136.9840803 Edm = 0.00348033 NCalls = 256 -VariableMetric: Iteration # 84 - FCN = 297136.8786356 Edm = 0.0975046 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297136.8019104 Edm = 0.0582136 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297135.9652904 Edm = 0.261623 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297135.7112427 Edm = 0.0137439 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297135.6962875 Edm = 0.000589911 NCalls = 270 -VariableMetric: Iteration # 89 - FCN = 297135.6957292 Edm = 3.61683e-05 NCalls = 271 -VariableMetric: After Hessian - FCN = 297135.6957292 Edm = 61.3325 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297135.6957292 Edm = 61.3325 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297134.5474044 Edm = 116.029 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297133.6472667 Edm = 14.2673 NCalls = 770 -VariableMetric: Iteration # 93 - FCN = 297132.0074378 Edm = 4.73935 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297130.1725774 Edm = 8.0578 NCalls = 775 -VariableMetric: Iteration # 95 - FCN = 297127.9558344 Edm = 2.75225 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297122.6651566 Edm = 0.840519 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297121.3685821 Edm = 0.477086 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297120.4854909 Edm = 1.11365 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297118.7111889 Edm = 0.22198 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297118.1507862 Edm = 0.391217 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297117.3331945 Edm = 0.411875 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297116.8936136 Edm = 0.1469 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297116.5472414 Edm = 0.20238 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297116.0579431 Edm = 0.127729 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297115.8267922 Edm = 0.0590844 NCalls = 806 -VariableMetric: Iteration # 106 - FCN = 297115.4487608 Edm = 0.163821 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297115.2232505 Edm = 0.0617422 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297115.1345846 Edm = 0.0184985 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297115.0695245 Edm = 0.0475359 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297114.914801 Edm = 0.0391155 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297114.8596011 Edm = 0.0041077 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297114.8476596 Edm = 0.00774366 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297114.7322486 Edm = 0.020844 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297114.7041696 Edm = 0.00293868 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297114.6731666 Edm = 0.0249301 NCalls = 832 -VariableMetric: Iteration # 116 - FCN = 297114.5831961 Edm = 0.00645106 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297114.5708398 Edm = 0.00507301 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297114.5056928 Edm = 0.0257368 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297114.461815 Edm = 0.00217838 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297114.4518885 Edm = 0.00751267 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297114.3755201 Edm = 0.00247337 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297114.3721516 Edm = 0.00120684 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297114.3535867 Edm = 0.00902116 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297114.3389102 Edm = 0.000929521 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297114.3346158 Edm = 0.00333629 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297114.3021133 Edm = 0.00781536 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297114.2920699 Edm = 0.00111965 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297114.2870305 Edm = 0.00431717 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297114.2486357 Edm = 0.00978103 NCalls = 867 -VariableMetric: Iteration # 130 - FCN = 297114.2359433 Edm = 0.0004576 NCalls = 869 -VariableMetric: Iteration # 131 - FCN = 297114.2343782 Edm = 0.00123768 NCalls = 871 -VariableMetric: Iteration # 132 - FCN = 297114.2147908 Edm = 0.0083837 NCalls = 876 -VariableMetric: Iteration # 133 - FCN = 297114.2024069 Edm = 0.00132202 NCalls = 878 -VariableMetric: Iteration # 134 - FCN = 297114.1994376 Edm = 0.00213795 NCalls = 880 -VariableMetric: Iteration # 135 - FCN = 297114.1464428 Edm = 0.02349 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297114.1103502 Edm = 0.00284877 NCalls = 887 -VariableMetric: Iteration # 137 - FCN = 297114.0968724 Edm = 0.0101169 NCalls = 889 -VariableMetric: Iteration # 138 - FCN = 297113.9964107 Edm = 0.0136983 NCalls = 892 -VariableMetric: Iteration # 139 - FCN = 297113.9799568 Edm = 0.00108742 NCalls = 894 -VariableMetric: Iteration # 140 - FCN = 297113.9767875 Edm = 0.00191848 NCalls = 896 -VariableMetric: Iteration # 141 - FCN = 297113.9560986 Edm = 0.00422785 NCalls = 899 -VariableMetric: Iteration # 142 - FCN = 297113.9504873 Edm = 0.000323725 NCalls = 901 -VariableMetric: Iteration # 143 - FCN = 297113.9491183 Edm = 0.00113127 NCalls = 903 -VariableMetric: Iteration # 144 - FCN = 297113.9302132 Edm = 0.00532798 NCalls = 908 -VariableMetric: Iteration # 145 - FCN = 297113.9223414 Edm = 0.000146663 NCalls = 910 -VariableMetric: Iteration # 146 - FCN = 297113.9221847 Edm = 3.99489e-06 NCalls = 912 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322420.9155148 Edm = 55.1536 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322420.9155148 Edm = 55.1536 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302268.7584392 Edm = 67.7354 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302156.6733225 Edm = 108.318 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301602.1970513 Edm = 475.106 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298084.711325 Edm = 15.999 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298021.7750133 Edm = 2.0684 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298019.0766487 Edm = 1.7251 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297991.5891799 Edm = 10.1784 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297813.0489222 Edm = 116.911 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297599.085235 Edm = 3.94508 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297595.5749307 Edm = 0.0885677 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297595.4491563 Edm = 0.0285484 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297551.7262623 Edm = 4.11954 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297520.9701711 Edm = 4.61481 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297509.0205087 Edm = 2.91914 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297503.9854205 Edm = 2.7201 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297501.7355326 Edm = 0.334324 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297501.1845176 Edm = 0.0277649 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297501.1074191 Edm = 0.0290697 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297497.1642542 Edm = 5.83196 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297497.0104659 Edm = 0.231541 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297485.5609237 Edm = 7.75721 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297401.5442412 Edm = 6.98532 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297393.4505099 Edm = 8.93793 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297390.2648954 Edm = 1.77182 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297381.3412436 Edm = 4.3373 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297365.2751752 Edm = 6.31846 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297361.9487608 Edm = 30.6631 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297353.8736228 Edm = 3.87758 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297351.5601413 Edm = 1.15651 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297351.3188758 Edm = 0.212527 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297351.1976223 Edm = 0.0132995 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297351.0969908 Edm = 0.0958224 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297346.161015 Edm = 2.48365 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297343.3987012 Edm = 0.326958 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297343.0681131 Edm = 0.00490321 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297343.0458361 Edm = 0.0177761 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297340.1452291 Edm = 2.49014 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297326.8008733 Edm = 0.380359 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297326.4414577 Edm = 0.0748754 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297326.3499329 Edm = 0.0099541 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297326.3347577 Edm = 0.00111591 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297326.3165483 Edm = 0.0118805 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297325.8266659 Edm = 0.428771 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297316.0678782 Edm = 0.890957 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297315.4039912 Edm = 0.0973296 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297315.3045916 Edm = 0.00474722 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297315.297702 Edm = 0.000551056 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297315.2955165 Edm = 0.00130391 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297315.252569 Edm = 0.0326824 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297313.9849824 Edm = 0.638289 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297311.63351 Edm = 0.249462 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297311.2998448 Edm = 0.0131329 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297311.2863882 Edm = 0.00035529 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297311.2854113 Edm = 0.000762975 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297311.2717946 Edm = 0.015656 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297310.8969453 Edm = 0.102451 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297308.6072032 Edm = 0.77627 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297307.3018609 Edm = 1.19302 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297306.5224758 Edm = 0.397314 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297305.7296204 Edm = 0.146324 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297305.5701752 Edm = 0.019294 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297305.5557429 Edm = 0.00145292 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297305.55438 Edm = 0.000338124 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297305.5526174 Edm = 0.00115933 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297305.5447437 Edm = 0.00585482 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297305.068017 Edm = 0.480941 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297300.6545145 Edm = 2.82513 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297295.4879376 Edm = 1.82992 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297294.0379167 Edm = 0.170632 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297293.8521971 Edm = 0.0660645 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297293.7992203 Edm = 0.0172035 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297293.77265 Edm = 0.00304142 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297293.7679082 Edm = 0.000753019 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297293.766426 Edm = 0.000728027 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297293.764893 Edm = 0.000681397 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297293.7595762 Edm = 0.00450839 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297293.2040258 Edm = 0.510253 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297290.8843882 Edm = 1.53529 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297290.1611716 Edm = 1.52769 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297285.3653633 Edm = 1.16304 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297284.3722593 Edm = 0.111586 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297284.2826766 Edm = 0.00378791 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297284.2753565 Edm = 0.00341228 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297284.2652084 Edm = 0.00348557 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297284.259037 Edm = 0.000530437 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297284.2581876 Edm = 0.000142043 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297284.2568706 Edm = 0.000807623 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297284.251163 Edm = 0.00302884 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297284.2329115 Edm = 0.0154018 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297283.1317804 Edm = 0.936493 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297280.6171038 Edm = 0.614123 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297279.8924964 Edm = 0.0482693 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297279.8537159 Edm = 0.00646706 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297279.846571 Edm = 0.000206056 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297279.8462816 Edm = 3.14764e-05 NCalls = 303 -VariableMetric: After Hessian - FCN = 297279.8462816 Edm = 14428.7 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297279.8462816 Edm = 14428.7 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297276.2548123 Edm = 30.93 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297275.8840967 Edm = 0.260996 NCalls = 795 -VariableMetric: Iteration # 99 - FCN = 297275.6067657 Edm = 0.144354 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297274.8979628 Edm = 0.132696 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297274.2639288 Edm = 0.814762 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297273.7383099 Edm = 0.983199 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297272.733594 Edm = 1.26866 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297271.8721061 Edm = 0.969008 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297270.6515075 Edm = 0.256474 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297270.1151235 Edm = 0.196614 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297269.5911665 Edm = 0.0640931 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297269.4940425 Edm = 0.0284736 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297269.300452 Edm = 0.0472858 NCalls = 829 -VariableMetric: Iteration # 110 - FCN = 297269.2361505 Edm = 0.0158054 NCalls = 831 -VariableMetric: Iteration # 111 - FCN = 297269.153273 Edm = 0.0117707 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297269.1361157 Edm = 0.00651873 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297269.0927419 Edm = 0.0217296 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297269.0499291 Edm = 0.00676301 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297269.0181524 Edm = 0.0148665 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297268.9854184 Edm = 0.00579052 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297268.975934 Edm = 0.00433802 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297268.9485205 Edm = 0.00335983 NCalls = 850 -VariableMetric: Iteration # 119 - FCN = 297268.9444623 Edm = 0.000454738 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297268.9386975 Edm = 0.00214724 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297268.9345028 Edm = 0.000620236 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297268.9281014 Edm = 0.00139453 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297268.9257722 Edm = 0.000620471 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297268.908948 Edm = 0.00459614 NCalls = 866 -VariableMetric: Iteration # 125 - FCN = 297268.900777 Edm = 0.00322069 NCalls = 868 -VariableMetric: Iteration # 126 - FCN = 297268.8786755 Edm = 0.0312594 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297268.8565769 Edm = 0.0446883 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297268.8379031 Edm = 0.0334343 NCalls = 880 -VariableMetric: Iteration # 129 - FCN = 297268.7497437 Edm = 0.0953388 NCalls = 885 -VariableMetric: Iteration # 130 - FCN = 297268.6988651 Edm = 0.0625357 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297268.6411565 Edm = 0.0458244 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297268.5275557 Edm = 0.0867184 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297268.459959 Edm = 0.0100083 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297268.4233422 Edm = 0.0200095 NCalls = 900 -VariableMetric: Iteration # 135 - FCN = 297268.3928364 Edm = 0.00649927 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297268.3781058 Edm = 0.0124542 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297268.3508259 Edm = 0.0339535 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297268.2693417 Edm = 0.0181457 NCalls = 911 -VariableMetric: Iteration # 139 - FCN = 297268.2277302 Edm = 0.0190798 NCalls = 914 -VariableMetric: Iteration # 140 - FCN = 297268.1203397 Edm = 0.0292893 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297268.0850706 Edm = 0.00432267 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297268.0757143 Edm = 0.00466856 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297268.0607474 Edm = 0.0129423 NCalls = 923 -VariableMetric: Iteration # 144 - FCN = 297268.0402604 Edm = 0.00264037 NCalls = 926 -VariableMetric: Iteration # 145 - FCN = 297268.0374952 Edm = 0.000246807 NCalls = 928 -VariableMetric: Iteration # 146 - FCN = 297268.0361174 Edm = 0.00116643 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 297268.0216033 Edm = 0.00570899 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297268.0040014 Edm = 0.0016949 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297268.0010145 Edm = 0.000526087 NCalls = 941 -VariableMetric: Iteration # 150 - FCN = 297267.9995012 Edm = 0.000439065 NCalls = 943 -VariableMetric: Iteration # 151 - FCN = 297267.9962562 Edm = 0.00311315 NCalls = 947 -VariableMetric: Iteration # 152 - FCN = 297267.9907381 Edm = 0.002743 NCalls = 950 -VariableMetric: Iteration # 153 - FCN = 297267.9867139 Edm = 0.00037108 NCalls = 952 -VariableMetric: Iteration # 154 - FCN = 297267.9857917 Edm = 0.000543014 NCalls = 954 -VariableMetric: Iteration # 155 - FCN = 297267.9796053 Edm = 0.00594889 NCalls = 958 -VariableMetric: Iteration # 156 - FCN = 297267.969668 Edm = 0.00106731 NCalls = 962 -VariableMetric: Iteration # 157 - FCN = 297267.9685061 Edm = 9.5317e-05 NCalls = 964 -VariableMetric: Iteration # 158 - FCN = 297267.9682751 Edm = 0.000128915 NCalls = 966 -VariableMetric: Iteration # 159 - FCN = 297267.9615206 Edm = 0.00550316 NCalls = 971 -VariableMetric: Iteration # 160 - FCN = 297267.9382473 Edm = 0.00399104 NCalls = 973 -VariableMetric: Iteration # 161 - FCN = 297267.9357389 Edm = 0.000427718 NCalls = 975 -VariableMetric: Iteration # 162 - FCN = 297267.9352428 Edm = 2.75879e-05 NCalls = 977 -VariableMetric: After Hessian - FCN = 297267.9352428 Edm = 0.00245732 NCalls = 1470 -VariableMetric: Iteration # 163 - FCN = 297267.9352428 Edm = 0.00245732 NCalls = 1470 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1294 (1294 total) | -| EDM = 0.000176 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297157.1631376744 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.48 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.56 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 4.699 | 0.028 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.27 | 0.49 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.57 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.97 | 0.04 | | | -2 | 2 | | -| 6 | Dbar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.37 | 0.30 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 5.27 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.495 | 0.021 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 12| p4160_s | 1.93 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 5.26 | 0.29 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.896 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.4 | 2.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.126 | 0.028 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 18| p4040_p | 3.68 | 0.31 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.81 | 0.23 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.22 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | -| 23| omega_p | 0.79 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.496 0.031 -0.001 0.262 0.068 0.100 0.030 0.274 0.001 0.008 0.031 -0.057 -0.026 -0.086 0.003 0.019 0.025 0.068 -0.455 -0.200 -0.003 0.072 0.001 | -| p4040_s | -0.496 1.000 -0.011 -0.009 -0.200 -0.026 -0.091 -0.035 -0.134 -0.004 0.011 0.005 -0.258 0.050 0.032 -0.017 -0.016 -0.002 -0.299 0.398 0.183 0.001 0.055 0.001 | -| jpsi_p | 0.031 -0.011 1.000 -0.036 0.147 0.106 0.284 0.069 0.262 -0.008 -0.047 0.053 -0.063 -0.051 -0.007 -0.025 0.000 0.049 -0.091 0.188 0.091 0.002 -0.007 -0.002 | -| phi_p | -0.001 -0.009 -0.036 1.000 -0.002 0.000 -0.004 0.099 0.003 -0.007 -0.001 0.001 -0.015 -0.002 -0.012 0.924 -0.001 0.001 -0.010 -0.015 -0.042 0.000 -0.011 0.107 | -| p3770_p | 0.262 -0.200 0.147 -0.002 1.000 0.146 0.412 0.035 0.266 -0.001 0.037 0.017 -0.037 0.006 0.069 -0.001 0.006 0.031 0.126 -0.253 -0.143 0.002 -0.171 0.010 | -| bplus_1 | 0.068 -0.026 0.106 0.000 0.146 1.000 0.198 -0.135 0.310 0.004 -0.857 -0.011 -0.069 -0.077 0.054 0.010 -0.005 -0.004 0.000 -0.213 -0.284 -0.001 0.093 -0.056 | -| Dbar_p | 0.100 -0.091 0.284 -0.004 0.412 0.198 1.000 0.012 -0.097 -0.002 0.038 0.006 -0.142 0.052 0.004 -0.008 -0.004 0.023 -0.086 -0.319 -0.098 0.002 0.027 0.014 | -| rho_s | 0.030 -0.035 0.069 0.099 0.035 -0.135 0.012 1.000 0.049 0.057 0.184 -0.001 -0.052 0.008 0.005 0.073 -0.002 -0.001 -0.009 -0.087 -0.196 0.001 0.004 0.455 | -| DDstar_p | 0.274 -0.134 0.262 0.003 0.266 0.310 -0.097 0.049 1.000 0.001 0.021 0.027 -0.047 0.027 0.047 0.005 0.004 -0.001 0.093 -0.073 -0.229 0.002 0.199 0.018 | -| omega_s | 0.001 -0.004 -0.008 -0.007 -0.001 0.004 -0.002 0.057 0.001 1.000 -0.004 0.000 -0.006 0.013 -0.003 0.007 -0.000 0.000 -0.002 -0.008 -0.017 0.000 -0.003 0.644 | -| bplus_0 | 0.008 0.011 -0.047 -0.001 0.037 -0.857 0.038 0.184 0.021 -0.004 1.000 0.000 0.028 0.129 -0.005 -0.012 0.001 0.002 0.013 -0.012 -0.013 -0.001 0.043 0.079 | -| DDstar_s | 0.031 0.005 0.053 0.001 0.017 -0.011 0.006 -0.001 0.027 0.000 0.000 1.000 0.014 -0.000 0.030 0.001 0.002 -0.002 0.023 0.001 0.010 -0.001 0.023 0.000 | -| p4160_s | -0.057 -0.258 -0.063 -0.015 -0.037 -0.069 -0.142 -0.052 -0.047 -0.006 0.028 0.014 1.000 0.066 -0.148 -0.027 -0.011 0.007 0.356 0.155 0.212 -0.008 -0.027 -0.001 | -| rho_p | -0.026 0.050 -0.051 -0.002 0.006 -0.077 0.052 0.008 0.027 0.013 0.129 -0.000 0.066 1.000 0.009 0.000 0.002 0.001 0.009 0.093 0.219 -0.001 0.022 0.207 | -| psi2s_p | -0.086 0.032 -0.007 -0.012 0.069 0.054 0.004 0.005 0.047 -0.003 -0.005 0.030 -0.148 0.009 1.000 -0.012 -0.006 0.032 -0.232 0.141 -0.020 0.002 -0.431 0.000 | -| phi_s | 0.003 -0.017 -0.025 0.924 -0.001 0.010 -0.008 0.073 0.005 0.007 -0.012 0.001 -0.027 0.000 -0.012 1.000 -0.001 0.000 -0.012 -0.030 -0.078 0.001 -0.015 0.099 | -| p4415_s | 0.019 -0.016 0.000 -0.001 0.006 -0.005 -0.004 -0.002 0.004 -0.000 0.001 0.002 -0.011 0.002 -0.006 -0.001 1.000 0.001 0.005 -0.007 0.009 -0.018 0.001 -0.000 | -| Dbar_s | 0.025 -0.002 0.049 0.001 0.031 -0.004 0.023 -0.001 -0.001 0.000 0.002 -0.002 0.007 0.001 0.032 0.000 0.001 1.000 0.019 0.009 0.006 -0.000 0.030 0.000 | -| p4040_p | 0.068 -0.299 -0.091 -0.010 0.126 0.000 -0.086 -0.009 0.093 -0.002 0.013 0.023 0.356 0.009 -0.232 -0.012 0.005 0.019 1.000 -0.244 -0.058 -0.004 -0.000 -0.002 | -| Ctt | -0.455 0.398 0.188 -0.015 -0.253 -0.213 -0.319 -0.087 -0.073 -0.008 -0.012 0.001 0.155 0.093 0.141 -0.030 -0.007 0.009 -0.244 1.000 0.756 -0.005 -0.258 -0.002 | -| bplus_2 | -0.200 0.183 0.091 -0.042 -0.143 -0.284 -0.098 -0.196 -0.229 -0.017 -0.013 0.010 0.212 0.219 -0.020 -0.078 0.009 0.006 -0.058 0.756 1.000 -0.002 -0.164 -0.008 | -| p4415_p | -0.003 0.001 0.002 0.000 0.002 -0.001 0.002 0.001 0.002 0.000 -0.001 -0.001 -0.008 -0.001 0.002 0.001 -0.018 -0.000 -0.004 -0.005 -0.002 1.000 0.001 -0.000 | -| p3770_s | 0.072 0.055 -0.007 -0.011 -0.171 0.093 0.027 0.004 0.199 -0.003 0.043 0.023 -0.027 0.022 -0.431 -0.015 0.001 0.030 -0.000 -0.258 -0.164 0.001 1.000 0.004 | -| omega_p | 0.001 0.001 -0.002 0.107 0.010 -0.056 0.014 0.455 0.018 0.644 0.079 0.000 -0.001 0.207 0.000 0.099 -0.000 0.000 -0.002 -0.002 -0.008 -0.000 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11347380657442496}), (, {'error': 0.178993418600214}), (, {'error': 0.027749331497719076}), (, {'error': 0.49463693419483645}), (, {'error': 0.10688026289197516}), (, {'error': 0.04368147269512379}), (, {'error': 0.3210579177921231}), (, {'error': 0.300285314704294}), (, {'error': 0.30520486153954174}), (, {'error': 1.0748866455114818}), (, {'error': 0.02065077896375045}), (, {'error': 0.02072076566904485}), (, {'error': 0.15617562731354429}), (, {'error': 0.28820328449533505}), (, {'error': 0.031455631463696676}), (, {'error': 2.015880633742478}), (, {'error': 0.028385086782139857}), (, {'error': 0.017867834341440597}), (, {'error': 0.31422212061450505}), (, {'error': 0.226684710549646}), (, {'error': 0.09295698344887027}), (, {'error': 0.13206493687817078}), (, {'error': 0.23111096406250908}), (, {'error': 0.2339569618052253})]) -Toy 1/25 -Time taken: 5 min, 48 s -Projected time left: 2 h, 19 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1442 (1442 total) | -| EDM = 9.76E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297427.9083913177 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.57 | 0.16 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 4.654 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.65 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 6 | Dbar_p | 5.42 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 1.62 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.391 | 0.030 | | | -2 | 2 | | -| 11| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 12| p4160_s | 1.84 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 2.103 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.126 | 0.031 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.008 | | | -0.3 | 0.3 | | -| 18| p4040_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.30 | 0.17 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.09 | 0.07 | | | -2 | 2 | | -| 21| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 23| omega_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.379 -0.018 -0.001 -0.002 0.017 0.062 -0.012 0.065 0.004 0.004 0.018 -0.156 0.000 -0.102 0.002 0.015 0.009 0.410 -0.333 0.015 -0.006 0.002 -0.009 | -| p4040_s | -0.379 1.000 -0.063 -0.010 -0.000 0.122 -0.130 0.060 -0.145 -0.009 -0.107 0.003 0.318 0.001 -0.162 -0.052 -0.010 0.002 -0.111 0.187 -0.189 -0.005 -0.001 0.043 | -| jpsi_p | -0.018 -0.063 1.000 -0.002 0.001 -0.102 0.260 -0.067 0.017 0.028 0.137 0.029 -0.018 -0.003 -0.054 0.035 0.001 0.016 -0.029 0.243 -0.133 0.001 0.002 -0.059 | -| phi_p | -0.001 -0.010 -0.002 1.000 0.000 -0.050 -0.000 -0.050 -0.006 0.046 0.057 0.001 -0.008 -0.023 -0.010 0.621 -0.000 0.000 0.002 -0.001 0.017 0.000 0.000 -0.041 | -| p3770_p | -0.002 -0.000 0.001 0.000 1.000 0.001 -0.003 0.000 -0.002 -0.000 0.000 -0.000 0.001 0.000 0.008 0.000 -0.000 -0.000 -0.001 0.008 -0.004 -0.000 -0.001 0.000 | -| bplus_1 | 0.017 0.122 -0.102 -0.050 0.001 1.000 -0.081 0.420 -0.212 -0.073 -0.956 -0.006 0.072 -0.050 0.028 -0.168 0.007 -0.001 -0.026 0.142 -0.318 -0.003 -0.002 0.226 | -| Dbar_p | 0.062 -0.130 0.260 -0.000 -0.003 -0.081 1.000 0.031 -0.048 -0.004 -0.007 0.003 -0.067 -0.001 0.083 -0.015 -0.001 0.008 0.040 -0.211 0.049 0.002 0.005 0.019 | -| rho_s | -0.012 0.060 -0.067 -0.050 0.000 0.420 0.031 1.000 0.060 -0.199 -0.465 -0.001 0.053 -0.048 0.030 -0.132 0.001 -0.001 -0.025 0.049 -0.118 -0.002 -0.001 0.577 | -| DDstar_p | 0.065 -0.145 0.017 -0.006 -0.002 -0.212 -0.048 0.060 1.000 -0.007 -0.002 0.018 -0.093 -0.007 -0.061 -0.012 -0.003 0.004 0.114 -0.091 0.232 0.006 0.003 0.027 | -| omega_s | 0.004 -0.009 0.028 0.046 -0.000 -0.073 -0.004 -0.199 -0.007 1.000 0.079 0.000 -0.009 0.002 0.001 0.013 -0.000 0.000 0.005 -0.009 0.019 0.000 0.000 -0.736 | -| bplus_0 | 0.004 -0.107 0.137 0.057 0.000 -0.956 -0.007 -0.465 -0.002 0.079 1.000 0.003 -0.074 0.054 -0.053 0.181 -0.003 0.002 0.031 -0.043 0.155 0.003 0.002 -0.247 | -| DDstar_s | 0.018 0.003 0.029 0.001 -0.000 -0.006 0.003 -0.001 0.018 0.000 0.003 1.000 0.002 0.000 0.022 0.001 0.001 -0.000 0.007 -0.000 0.002 -0.000 0.000 -0.000 | -| p4160_s | -0.156 0.318 -0.018 -0.008 0.001 0.072 -0.067 0.053 -0.093 -0.009 -0.074 0.002 1.000 0.003 -0.079 -0.049 -0.018 0.001 0.181 0.264 -0.209 -0.006 -0.001 0.041 | -| rho_p | 0.000 0.001 -0.003 -0.023 0.000 -0.050 -0.001 -0.048 -0.007 0.002 0.054 0.000 0.003 1.000 -0.002 -0.002 0.000 0.000 -0.000 0.007 -0.017 0.000 0.000 -0.048 | -| psi2s_p | -0.102 -0.162 -0.054 -0.010 0.008 0.028 0.083 0.030 -0.061 0.001 -0.053 0.022 -0.079 -0.002 1.000 -0.023 -0.005 0.019 -0.130 0.070 0.020 0.002 0.005 0.013 | -| phi_s | 0.002 -0.052 0.035 0.621 0.000 -0.168 -0.015 -0.132 -0.012 0.013 0.181 0.001 -0.049 -0.002 -0.023 1.000 -0.002 0.001 0.016 -0.058 0.137 0.001 0.000 -0.055 | -| p4415_s | 0.015 -0.010 0.001 -0.000 -0.000 0.007 -0.001 0.001 -0.003 -0.000 -0.003 0.001 -0.018 0.000 -0.005 -0.002 1.000 0.000 0.012 -0.005 -0.014 -0.019 0.000 0.001 | -| Dbar_s | 0.009 0.002 0.016 0.000 -0.000 -0.001 0.008 -0.001 0.004 0.000 0.002 -0.000 0.001 0.000 0.019 0.001 0.000 1.000 0.005 0.009 -0.001 -0.000 0.000 -0.001 | -| p4040_p | 0.410 -0.111 -0.029 0.002 -0.001 -0.026 0.040 -0.025 0.114 0.005 0.031 0.007 0.181 -0.000 -0.130 0.016 0.012 0.005 1.000 -0.376 0.097 -0.002 0.003 -0.019 | -| Ctt | -0.333 0.187 0.243 -0.001 0.008 0.142 -0.211 0.049 -0.091 -0.009 -0.043 -0.000 0.264 0.007 0.070 -0.058 -0.005 0.009 -0.376 1.000 -0.724 -0.007 -0.001 0.048 | -| bplus_2 | 0.015 -0.189 -0.133 0.017 -0.004 -0.318 0.049 -0.118 0.232 0.019 0.155 0.002 -0.209 -0.017 0.020 0.137 -0.014 -0.001 0.097 -0.724 1.000 0.004 0.001 -0.105 | -| p4415_p | -0.006 -0.005 0.001 0.000 -0.000 -0.003 0.002 -0.002 0.006 0.000 0.003 -0.000 -0.006 0.000 0.002 0.001 -0.019 -0.000 -0.002 -0.007 0.004 1.000 0.000 -0.001 | -| p3770_s | 0.002 -0.001 0.002 0.000 -0.001 -0.002 0.005 -0.001 0.003 0.000 0.002 0.000 -0.001 0.000 0.005 0.000 0.000 0.000 0.003 -0.001 0.001 0.000 1.000 -0.000 | -| omega_p | -0.009 0.043 -0.059 -0.041 0.000 0.226 0.019 0.577 0.027 -0.736 -0.247 -0.000 0.041 -0.048 0.013 -0.055 0.001 -0.001 -0.019 0.048 -0.105 -0.001 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1109711141126688}), (, {'error': 0.16091498043926503}), (, {'error': 0.02381093913515553}), (, {'error': 0.18724568080102744}), (, {'error': 0.012095410275855034}), (, {'error': 0.06107349136959073}), (, {'error': 0.2126230587558311}), (, {'error': 0.4389609444330136}), (, {'error': 0.24860505607002947}), (, {'error': 4.488241222625355}), (, {'error': 0.03028466665599594}), (, {'error': 0.011994241060812955}), (, {'error': 0.1632534949009805}), (, {'error': 0.10005717103403677}), (, {'error': 0.025568999091984956}), (, {'error': 1.1220166649256047}), (, {'error': 0.031051474966092313}), (, {'error': 0.00764590563823081}), (, {'error': 0.32266492318738793}), (, {'error': 0.17000381869838954}), (, {'error': 0.07319035000640994}), (, {'error': 0.15681777313782064}), (, {'error': 0.009702513593461026}), (, {'error': 0.37768123107326446})]) -Toy 2/25 -Time taken: 11 min, 48 s -Projected time left: 2 h, 15 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1247 (1247 total) | -| EDM = 3.66E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297241.4828751496 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.03 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.10 | 0.17 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 4.660 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.07 | 0.82 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | -| 6 | Dbar_p | 4.92 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 7.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.44 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.888 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.0 | 3.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.42 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 18| p4040_p | 4.08 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.51 | 0.20 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | -2.11 | 0.15 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.16 | 0.23 | | |0.918861 | 4.08114 | | -| 23| omega_p | -6.2 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.506 -0.054 -0.013 0.153 0.042 -0.024 -0.027 -0.045 0.008 0.032 0.050 -0.135 -0.002 -0.135 -0.011 -0.058 0.032 0.258 -0.335 -0.034 0.309 -0.034 -0.000 | -| p4040_s | -0.506 1.000 0.015 0.009 -0.133 0.040 -0.083 0.015 -0.164 0.002 -0.038 -0.007 0.112 0.047 -0.003 0.000 0.183 -0.005 -0.199 0.329 -0.116 -0.169 0.111 0.010 | -| jpsi_p | -0.054 0.015 1.000 -0.103 -0.017 -0.027 0.174 -0.039 -0.149 -0.031 0.111 0.055 -0.001 -0.090 0.002 -0.091 -0.009 0.051 -0.090 0.261 -0.209 0.015 -0.071 -0.051 | -| phi_p | -0.013 0.009 -0.103 1.000 -0.017 0.010 0.001 0.048 -0.011 0.121 -0.013 0.001 0.009 0.218 -0.014 0.969 0.003 0.001 -0.009 0.010 -0.035 0.001 -0.007 0.232 | -| p3770_p | 0.153 -0.133 -0.017 -0.017 1.000 -0.089 0.263 -0.000 0.134 -0.008 0.028 0.038 -0.053 -0.016 -0.016 -0.016 -0.064 0.043 0.148 -0.206 0.057 0.036 -0.247 -0.010 | -| bplus_1 | 0.042 0.040 -0.027 0.010 -0.089 1.000 -0.056 0.303 -0.148 -0.155 -0.920 -0.014 0.017 -0.071 0.035 -0.024 -0.049 -0.005 0.038 0.067 -0.065 0.103 -0.015 -0.063 | -| Dbar_p | -0.024 -0.083 0.174 0.001 0.263 -0.056 1.000 0.050 -0.184 -0.020 -0.066 -0.005 -0.057 0.014 -0.043 -0.006 0.038 0.027 -0.080 -0.318 0.052 -0.087 -0.085 -0.005 | -| rho_s | -0.027 0.015 -0.039 0.048 -0.000 0.303 0.050 1.000 0.108 -0.352 -0.365 0.007 0.018 0.141 -0.003 0.026 0.031 0.001 -0.013 -0.010 0.058 -0.022 0.003 -0.102 | -| DDstar_p | -0.045 -0.164 -0.149 -0.011 0.134 -0.148 -0.184 0.108 1.000 -0.056 -0.139 0.051 -0.085 -0.025 -0.145 -0.018 -0.018 0.008 -0.018 -0.026 0.283 -0.195 0.039 -0.029 | -| omega_s | 0.008 0.002 -0.031 0.121 -0.008 -0.155 -0.020 -0.352 -0.056 1.000 0.179 -0.003 0.002 0.212 -0.003 0.142 -0.012 -0.000 0.004 0.016 -0.074 0.017 -0.001 0.771 | -| bplus_0 | 0.032 -0.038 0.111 -0.013 0.028 -0.920 -0.066 -0.365 -0.139 0.179 1.000 -0.007 -0.034 0.071 -0.001 0.025 -0.045 -0.001 0.005 0.039 -0.163 0.014 -0.012 0.072 | -| DDstar_s | 0.050 -0.007 0.055 0.001 0.038 -0.014 -0.005 0.007 0.051 -0.003 -0.007 1.000 0.000 -0.001 0.020 0.000 -0.003 -0.001 0.032 -0.010 0.019 0.022 0.032 -0.001 | -| p4160_s | -0.135 0.112 -0.001 0.009 -0.053 0.017 -0.057 0.018 -0.085 0.002 -0.034 0.000 1.000 0.059 -0.046 -0.001 0.317 -0.001 0.283 0.262 -0.143 -0.153 0.026 0.011 | -| rho_p | -0.002 0.047 -0.090 0.218 -0.016 -0.071 0.014 0.141 -0.025 0.212 0.071 -0.001 0.059 1.000 -0.001 0.223 0.010 0.001 0.002 0.095 -0.247 0.047 0.018 0.070 | -| psi2s_p | -0.135 -0.003 0.002 -0.014 -0.016 0.035 -0.043 -0.003 -0.145 -0.003 -0.001 0.020 -0.046 -0.001 1.000 -0.014 0.026 0.027 -0.198 0.231 -0.056 -0.061 -0.438 -0.004 | -| phi_s | -0.011 0.000 -0.091 0.969 -0.016 -0.024 -0.006 0.026 -0.018 0.142 0.025 0.000 -0.001 0.223 -0.014 1.000 -0.001 0.001 -0.009 -0.003 -0.011 -0.004 -0.012 0.241 | -| p4415_s | -0.058 0.183 -0.009 0.003 -0.064 -0.049 0.038 0.031 -0.018 -0.012 -0.045 -0.003 0.317 0.010 0.026 -0.001 1.000 -0.001 -0.013 0.203 0.077 -0.144 0.018 -0.002 | -| Dbar_s | 0.032 -0.005 0.051 0.001 0.043 -0.005 0.027 0.001 0.008 -0.000 -0.001 -0.001 -0.001 0.001 0.027 0.001 -0.001 1.000 0.024 -0.004 0.004 0.013 0.029 0.001 | -| p4040_p | 0.258 -0.199 -0.090 -0.009 0.148 0.038 -0.080 -0.013 -0.018 0.004 0.005 0.032 0.283 0.002 -0.198 -0.009 -0.013 0.024 1.000 -0.275 0.003 0.177 -0.067 -0.000 | -| Ctt | -0.335 0.329 0.261 0.010 -0.206 0.067 -0.318 -0.010 -0.026 0.016 0.039 -0.010 0.262 0.095 0.231 -0.003 0.203 -0.004 -0.275 1.000 -0.652 -0.018 -0.119 0.020 | -| bplus_2 | -0.034 -0.116 -0.209 -0.035 0.057 -0.065 0.052 0.058 0.283 -0.074 -0.163 0.019 -0.143 -0.247 -0.056 -0.011 0.077 0.004 0.003 -0.652 1.000 -0.242 0.047 -0.070 | -| p4415_p | 0.309 -0.169 0.015 0.001 0.036 0.103 -0.087 -0.022 -0.195 0.017 0.014 0.022 -0.153 0.047 -0.061 -0.004 -0.144 0.013 0.177 -0.018 -0.242 1.000 -0.006 0.014 | -| p3770_s | -0.034 0.111 -0.071 -0.007 -0.247 -0.015 -0.085 0.003 0.039 -0.001 -0.012 0.032 0.026 0.018 -0.438 -0.012 0.018 0.029 -0.067 -0.119 0.047 -0.006 1.000 0.001 | -| omega_p | -0.000 0.010 -0.051 0.232 -0.010 -0.063 -0.005 -0.102 -0.029 0.771 0.072 -0.001 0.011 0.070 -0.004 0.241 -0.002 0.001 -0.000 0.020 -0.070 0.014 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09179811673673877}), (, {'error': 0.1718616500114783}), (, {'error': 0.02419778886484547}), (, {'error': 0.818374564067367}), (, {'error': 0.09862964856767009}), (, {'error': 0.06627435880244792}), (, {'error': 0.31339394300716705}), (, {'error': 0.3392937874419338}), (, {'error': 0.34795943954182507}), (, {'error': 1.4546708628400609}), (, {'error': 0.03578307629618338}), (, {'error': 0.028152034284474547}), (, {'error': 0.16854327847826744}), (, {'error': 0.32954641788540595}), (, {'error': 0.03137191021571528}), (, {'error': 3.059709242759281}), (, {'error': 0.19380467692258452}), (, {'error': 0.02148464071724704}), (, {'error': 0.17031428753807099}), (, {'error': 0.20096477551371783}), (, {'error': 0.09278348895937527}), (, {'error': 0.15403874340437662}), (, {'error': 0.22938657737312784}), (, {'error': 0.5297851856665869})]) -Toy 3/25 -Time taken: 17 min, 18 s -Projected time left: 2 h, 6 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1754 (1754 total) | -| EDM = 2.68E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297320.922411956 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.17 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -4.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 5.97 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.38 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.79 | 0.04 | | | -2 | 2 | | -| 6 | Dbar_p | -2.2 | 1.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 0.07 | 1.38 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 5.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.385 | 0.019 | | | -2 | 2 | | -| 11| DDstar_s | -0.30 | 0.13 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.51 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.50 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.30 | 0.58 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.39 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.004 | 0.340 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.12 | 0.07 | | | -2 | 2 | | -| 21| p4415_p | 3.85 | 0.21 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.16 | 0.26 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.218 0.707 0.014 0.467 -0.078 0.525 0.027 -0.743 -0.010 -0.006 -0.315 0.049 -0.005 0.187 0.003 -0.069 0.412 0.413 -0.622 0.062 0.707 0.093 0.000 | -| p4040_s | -0.218 1.000 0.055 0.007 -0.060 0.053 -0.059 0.028 -0.053 -0.020 -0.052 -0.057 0.072 -0.001 0.049 -0.019 0.175 -0.153 -0.091 0.174 -0.046 -0.045 0.188 -0.000 | -| jpsi_p | 0.707 0.055 1.000 0.018 0.426 -0.118 0.599 0.087 -0.808 -0.037 -0.098 -0.384 0.080 -0.015 0.266 -0.017 -0.009 0.492 0.290 -0.657 0.187 0.602 0.151 0.003 | -| phi_p | 0.014 0.007 0.018 1.000 0.012 0.021 0.028 0.082 -0.026 -0.065 -0.045 -0.010 0.009 -0.005 0.002 0.511 0.007 0.025 0.000 -0.021 -0.019 0.016 -0.003 -0.000 | -| p3770_p | 0.467 -0.060 0.426 0.012 1.000 -0.204 0.503 0.071 -0.506 -0.031 -0.015 -0.207 0.035 -0.012 0.101 -0.015 -0.008 0.549 0.218 -0.493 0.053 0.362 -0.201 0.003 | -| bplus_1 | -0.078 0.053 -0.118 0.021 -0.204 1.000 -0.337 0.212 0.216 -0.070 -0.799 0.043 0.025 -0.043 0.043 -0.040 -0.138 -0.323 0.079 0.324 -0.305 -0.010 0.108 0.013 | -| Dbar_p | 0.525 -0.059 0.599 0.028 0.503 -0.337 1.000 0.190 -0.875 -0.078 -0.126 -0.473 0.014 -0.030 -0.013 -0.038 0.105 0.692 0.013 -0.859 0.123 0.425 -0.245 0.007 | -| rho_s | 0.027 0.028 0.087 0.082 0.071 0.212 0.190 1.000 -0.117 -0.436 -0.395 -0.035 0.043 -0.125 -0.019 0.010 0.067 0.179 -0.045 -0.115 -0.112 0.043 -0.062 0.050 | -| DDstar_p | -0.743 -0.053 -0.808 -0.026 -0.506 0.216 -0.875 -0.117 1.000 0.047 0.077 0.499 -0.106 0.019 -0.192 0.015 -0.049 -0.541 -0.225 0.788 -0.108 -0.654 0.018 -0.004 | -| omega_s | -0.010 -0.020 -0.037 -0.065 -0.031 -0.070 -0.078 -0.436 0.047 1.000 0.140 0.017 -0.030 0.098 0.006 0.006 -0.027 -0.072 0.017 0.032 0.108 -0.024 0.021 -0.201 | -| bplus_0 | -0.006 -0.052 -0.098 -0.045 -0.015 -0.799 -0.126 -0.395 0.077 0.140 1.000 0.020 -0.049 0.072 0.017 0.071 -0.059 -0.132 0.031 0.090 0.054 -0.036 0.034 -0.020 | -| DDstar_s | -0.315 -0.057 -0.384 -0.010 -0.207 0.043 -0.473 -0.035 0.499 0.017 0.020 1.000 -0.058 0.005 -0.073 0.008 -0.044 -0.331 -0.054 0.406 0.022 -0.313 0.073 -0.000 | -| p4160_s | 0.049 0.072 0.080 0.009 0.035 0.025 0.014 0.043 -0.106 -0.030 -0.049 -0.058 1.000 -0.002 0.018 -0.030 0.307 -0.064 0.370 0.071 -0.099 0.041 0.083 -0.000 | -| rho_p | -0.005 -0.001 -0.015 -0.005 -0.012 -0.043 -0.030 -0.125 0.019 0.098 0.072 0.005 -0.002 1.000 0.003 0.007 -0.011 -0.029 0.007 0.023 -0.007 -0.005 0.011 -0.006 | -| psi2s_p | 0.187 0.049 0.266 0.002 0.101 0.043 -0.013 -0.019 -0.192 0.006 0.017 -0.073 0.018 0.003 1.000 0.004 0.003 0.026 0.046 0.097 -0.036 0.186 -0.103 -0.001 | -| phi_s | 0.003 -0.019 -0.017 0.511 -0.015 -0.040 -0.038 0.010 0.015 0.006 0.071 0.008 -0.030 0.007 0.004 1.000 -0.015 -0.034 0.010 -0.004 0.123 -0.013 0.006 -0.007 | -| p4415_s | -0.069 0.175 -0.009 0.007 -0.008 -0.138 0.105 0.067 -0.049 -0.027 -0.059 -0.044 0.307 -0.011 0.003 -0.015 1.000 0.069 -0.055 0.028 0.132 -0.113 -0.026 0.003 | -| Dbar_s | 0.412 -0.153 0.492 0.025 0.549 -0.323 0.692 0.179 -0.541 -0.072 -0.132 -0.331 -0.064 -0.029 0.026 -0.034 0.069 1.000 0.046 -0.664 0.179 0.255 -0.119 0.007 | -| p4040_p | 0.413 -0.091 0.290 0.000 0.218 0.079 0.013 -0.045 -0.225 0.017 0.031 -0.054 0.370 0.007 0.046 0.010 -0.055 0.046 1.000 -0.184 -0.007 0.386 0.097 -0.002 | -| Ctt | -0.622 0.174 -0.657 -0.021 -0.493 0.324 -0.859 -0.115 0.788 0.032 0.090 0.406 0.071 0.023 0.097 -0.004 0.028 -0.664 -0.184 1.000 -0.430 -0.441 0.124 -0.006 | -| bplus_2 | 0.062 -0.046 0.187 -0.019 0.053 -0.305 0.123 -0.112 -0.108 0.108 0.054 0.022 -0.099 -0.007 -0.036 0.123 0.132 0.179 -0.007 -0.430 1.000 -0.052 0.015 0.005 | -| p4415_p | 0.707 -0.045 0.602 0.016 0.362 -0.010 0.425 0.043 -0.654 -0.024 -0.036 -0.313 0.041 -0.005 0.186 -0.013 -0.113 0.255 0.386 -0.441 -0.052 1.000 0.124 -0.000 | -| p3770_s | 0.093 0.188 0.151 -0.003 -0.201 0.108 -0.245 -0.062 0.018 0.021 0.034 0.073 0.083 0.011 -0.103 0.006 -0.026 -0.119 0.097 0.124 0.015 0.124 1.000 -0.003 | -| omega_p | 0.000 -0.000 0.003 -0.000 0.003 0.013 0.007 0.050 -0.004 -0.201 -0.020 -0.000 -0.000 -0.006 -0.001 -0.007 0.003 0.007 -0.002 -0.006 0.005 -0.000 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15312126132030723}), (, {'error': 0.17250056152701748}), (, {'error': 0.04490194187425578}), (, {'error': 0.1985141960864043}), (, {'error': 0.1560897536653414}), (, {'error': 0.04203845889313351}), (, {'error': 1.2855043355348121}), (, {'error': 0.420930902842632}), (, {'error': 1.3828184256401332}), (, {'error': 1.044744973707739}), (, {'error': 0.019166930879702226}), (, {'error': 0.12845621816808836}), (, {'error': 0.16467188334963478}), (, {'error': 0.1405841788657809}), (, {'error': 0.035166781625081356}), (, {'error': 1.0300934341400492}), (, {'error': 0.19049490145959236}), (, {'error': 0.576978189246645}), (, {'error': 0.2752648872659209}), (, {'error': 0.33963270409376134}), (, {'error': 0.07003217637373349}), (, {'error': 0.2050589952185975}), (, {'error': 0.26025282509728787}), (, {'error': 0.22050206196903055})]) -Toy 4/25 -Time taken: 24 min, 19 s -Projected time left: 2 h, 7 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1419 (1419 total) | -| EDM = 1.02E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297593.54129208747 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.27 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.71 | 0.16 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 4.680 | 0.025 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 6 | Dbar_p | 5.46 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 4.99 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.465 | 0.020 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.008 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.21 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.019 | 0.541 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 2.157 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.31 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.005 | | | -0.3 | 0.3 | | -| 18| p4040_p | -1.90 | 0.26 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.23 | 0.17 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.05 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | -2.43 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 23| omega_p | -5.88 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.495 -0.008 0.003 -0.003 -0.055 0.086 -0.001 0.122 0.001 0.017 0.014 -0.122 0.006 -0.098 -0.006 -0.109 0.008 0.333 -0.355 0.029 0.291 0.003 -0.001 | -| p4040_s | -0.495 1.000 -0.054 -0.001 0.000 0.028 -0.081 0.037 -0.109 0.000 0.026 0.004 0.171 0.047 -0.102 -0.016 0.227 0.002 -0.178 0.261 0.087 -0.150 -0.002 0.012 | -| jpsi_p | -0.008 -0.054 1.000 0.028 0.001 0.019 0.256 -0.034 0.103 0.012 -0.061 0.021 -0.039 -0.093 -0.047 -0.001 -0.029 0.012 -0.046 0.242 0.102 -0.011 0.001 -0.014 | -| phi_p | 0.003 -0.001 0.028 1.000 -0.000 -0.002 -0.000 -0.034 0.001 0.002 -0.003 -0.000 -0.002 -0.071 0.006 -0.727 -0.000 -0.000 0.001 0.001 -0.007 0.000 0.000 -0.039 | -| p3770_p | -0.003 0.000 0.001 -0.000 1.000 -0.001 -0.004 -0.000 -0.003 -0.000 -0.001 -0.000 0.001 0.000 0.006 0.000 0.001 -0.000 -0.002 0.008 0.004 -0.001 -0.001 -0.000 | -| bplus_1 | -0.055 0.028 0.019 -0.002 -0.001 1.000 0.114 -0.184 0.285 -0.009 -0.887 -0.003 0.023 0.086 0.071 0.019 0.140 -0.003 -0.041 -0.110 -0.378 -0.065 0.000 -0.094 | -| Dbar_p | 0.086 -0.081 0.256 -0.000 -0.004 0.114 1.000 0.031 0.009 0.001 0.028 0.002 -0.046 -0.003 0.131 -0.003 0.027 0.005 0.015 -0.180 -0.056 -0.005 0.004 0.014 | -| rho_s | -0.001 0.037 -0.034 -0.034 -0.000 -0.184 0.031 1.000 0.045 0.000 0.245 -0.000 0.044 0.154 0.014 0.029 0.018 -0.000 -0.003 0.049 0.129 0.027 0.000 0.432 | -| DDstar_p | 0.122 -0.109 0.103 0.001 -0.003 0.285 0.009 0.045 1.000 0.002 0.018 0.009 -0.059 -0.035 0.045 0.006 0.008 0.002 0.074 -0.123 -0.224 -0.040 0.003 0.021 | -| omega_s | 0.001 0.000 0.012 0.002 -0.000 -0.009 0.001 0.000 0.002 1.000 0.010 -0.000 0.001 -0.055 0.004 -0.022 0.001 -0.000 0.001 0.001 -0.001 0.001 0.000 -0.446 | -| bplus_0 | 0.017 0.026 -0.061 -0.003 -0.001 -0.887 0.028 0.245 0.018 0.010 1.000 0.000 0.038 -0.104 0.015 -0.015 0.015 -0.000 0.011 -0.015 0.125 0.025 0.000 0.121 | -| DDstar_s | 0.014 0.004 0.021 -0.000 -0.000 -0.003 0.002 -0.000 0.009 -0.000 0.000 1.000 0.003 0.000 0.016 -0.000 -0.000 -0.000 0.006 0.003 0.005 0.012 0.000 0.000 | -| p4160_s | -0.122 0.171 -0.039 -0.002 0.001 0.023 -0.046 0.044 -0.059 0.001 0.038 0.003 1.000 0.052 -0.098 -0.018 0.340 0.001 0.284 0.222 0.116 -0.111 -0.001 0.015 | -| rho_p | 0.006 0.047 -0.093 -0.071 0.000 0.086 -0.003 0.154 -0.035 -0.055 -0.104 0.000 0.052 1.000 -0.008 0.096 -0.016 0.000 0.006 0.097 0.228 0.053 -0.000 -0.227 | -| psi2s_p | -0.098 -0.102 -0.047 0.006 0.006 0.071 0.131 0.014 0.045 0.004 0.015 0.016 -0.098 -0.008 1.000 -0.007 0.035 0.014 -0.180 0.036 -0.087 -0.102 0.005 0.005 | -| phi_s | -0.006 -0.016 -0.001 -0.727 0.000 0.019 -0.003 0.029 0.006 -0.022 -0.015 -0.000 -0.018 0.096 -0.007 1.000 0.003 0.000 -0.004 -0.031 -0.069 -0.019 0.000 0.027 | -| p4415_s | -0.109 0.227 -0.029 -0.000 0.001 0.140 0.027 0.018 0.008 0.001 0.015 -0.000 0.340 -0.016 0.035 0.003 1.000 -0.001 -0.062 0.169 -0.161 -0.165 -0.001 0.009 | -| Dbar_s | 0.008 0.002 0.012 -0.000 -0.000 -0.003 0.005 -0.000 0.002 -0.000 -0.000 -0.000 0.001 0.000 0.014 0.000 -0.001 1.000 0.005 0.008 0.003 0.006 0.000 -0.000 | -| p4040_p | 0.333 -0.178 -0.046 0.001 -0.002 -0.041 0.015 -0.003 0.074 0.001 0.011 0.006 0.284 0.006 -0.180 -0.004 -0.062 0.005 1.000 -0.336 -0.002 0.194 0.003 -0.002 | -| Ctt | -0.355 0.261 0.242 0.001 0.008 -0.110 -0.180 0.049 -0.123 0.001 -0.015 0.003 0.222 0.097 0.036 -0.031 0.169 0.008 -0.336 1.000 0.665 -0.014 -0.001 0.013 | -| bplus_2 | 0.029 0.087 0.102 -0.007 0.004 -0.378 -0.056 0.129 -0.224 -0.001 0.125 0.005 0.116 0.228 -0.087 -0.069 -0.161 0.003 -0.002 0.665 1.000 0.190 0.000 0.038 | -| p4415_p | 0.291 -0.150 -0.011 0.000 -0.001 -0.065 -0.005 0.027 -0.040 0.001 0.025 0.012 -0.111 0.053 -0.102 -0.019 -0.165 0.006 0.194 -0.014 0.190 1.000 0.001 0.007 | -| p3770_s | 0.003 -0.002 0.001 0.000 -0.001 0.000 0.004 0.000 0.003 0.000 0.000 0.000 -0.001 -0.000 0.005 0.000 -0.001 0.000 0.003 -0.001 0.000 0.001 1.000 0.000 | -| omega_p | -0.001 0.012 -0.014 -0.039 -0.000 -0.094 0.014 0.432 0.021 -0.446 0.121 0.000 0.015 -0.227 0.005 0.027 0.009 -0.000 -0.002 0.013 0.038 0.007 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09908591029471481}), (, {'error': 0.16320240535981329}), (, {'error': 0.02543690521627795}), (, {'error': 0.6991774498624919}), (, {'error': 0.012121565368043541}), (, {'error': 0.04091673448605815}), (, {'error': 0.18788076445016078}), (, {'error': 0.35363352964105665}), (, {'error': 0.2159047240991896}), (, {'error': 3.4157457710934875}), (, {'error': 0.019883714542514808}), (, {'error': 0.008208121379789823}), (, {'error': 0.16457776125570023}), (, {'error': 0.5414242010469872}), (, {'error': 0.02633397873777632}), (, {'error': 1.1342147876208966}), (, {'error': 0.1895021638532356}), (, {'error': 0.005420891966473607}), (, {'error': 0.2585948044959854}), (, {'error': 0.17130759652469152}), (, {'error': 0.08435667688464954}), (, {'error': 0.15843894150867}), (, {'error': 0.008598034734254245}), (, {'error': 0.23546196678221776})]) -Toy 5/25 -Time taken: 30 min, 27 s -Projected time left: 2 h, 1 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=285 (285 total) | -| EDM = 6.11E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297304.5923007001 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.316 | 0.029 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.80 | 0.05 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -4.685 | 0.008 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.59 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.92 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.676 | 0.002 | | | -2 | 2 | | -| 6 | Dbar_p | 3.64 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.17 | 1.58 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 5.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.389 | 0.001 | | | -2 | 2 | | -| 11| DDstar_s | 0.291 | 0.009 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.08 | 0.05 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 4 | 7 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.795 | 0.010 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.2 | 0.4 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.28 | 0.06 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.141 | 0.025 | | | -0.3 | 0.3 | | -| 18| p4040_p | 3.41 | 0.06 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.26 | 0.04 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.367 | 0.019 | | | -2 | 2 | | -| 21| p4415_p | -2.38 | 0.05 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.61 | 0.07 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.25 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.043 0.015 0.093 0.022 -0.063 -0.035 0.112 0.098 -0.110 0.036 0.034 -0.003 0.112 -0.009 -0.074 0.035 -0.074 -0.005 0.045 -0.075 0.036 0.002 0.089 | -| p4040_s | -0.043 1.000 0.004 0.039 0.014 0.005 -0.017 0.047 0.013 -0.046 0.049 -0.003 -0.034 0.047 -0.015 -0.031 0.003 -0.010 0.002 0.051 -0.033 -0.019 0.017 0.037 | -| jpsi_p | 0.015 0.004 1.000 0.136 0.013 -0.061 -0.050 0.163 0.102 -0.160 0.085 0.036 0.005 0.163 0.009 -0.110 0.004 -0.103 0.010 0.078 -0.118 0.013 0.015 0.129 | -| phi_p | 0.093 0.039 0.136 1.000 0.071 -0.455 -0.509 0.834 0.363 -0.821 0.270 0.280 0.072 0.835 -0.001 -0.513 0.057 -0.578 0.091 0.553 -0.680 0.110 0.072 0.664 | -| p3770_p | 0.022 0.014 0.013 0.071 1.000 -0.050 -0.032 0.086 0.071 -0.084 0.026 0.034 0.013 0.086 -0.004 -0.057 0.005 -0.088 0.021 0.049 -0.066 0.019 -0.028 0.068 | -| bplus_1 | -0.063 0.005 -0.061 -0.455 -0.050 1.000 0.298 -0.548 -0.205 0.539 -0.256 -0.153 -0.014 -0.548 0.020 0.360 -0.006 0.330 -0.056 -0.356 0.422 -0.051 -0.031 -0.435 | -| Dbar_p | -0.035 -0.017 -0.050 -0.509 -0.032 0.298 1.000 -0.611 -0.300 0.601 -0.238 -0.185 -0.045 -0.612 0.036 0.405 -0.045 0.412 -0.031 -0.369 0.471 -0.063 -0.007 -0.486 | -| rho_s | 0.112 0.047 0.163 0.834 0.086 -0.548 -0.611 1.000 0.436 -0.983 0.318 0.336 0.087 0.999 -0.001 -0.667 0.068 -0.694 0.110 0.664 -0.819 0.132 0.086 0.795 | -| DDstar_p | 0.098 0.013 0.102 0.363 0.071 -0.205 -0.300 0.436 1.000 -0.429 0.173 0.135 0.020 0.436 0.023 -0.288 -0.000 -0.269 0.080 0.307 -0.360 0.060 0.069 0.346 | -| omega_s | -0.110 -0.046 -0.160 -0.821 -0.084 0.539 0.601 -0.983 -0.429 1.000 -0.315 -0.331 -0.085 -0.984 0.001 0.656 -0.067 0.683 -0.108 -0.653 0.805 -0.129 -0.085 -0.779 | -| bplus_0 | 0.036 0.049 0.085 0.270 0.026 -0.256 -0.238 0.318 0.173 -0.315 1.000 0.142 0.065 0.319 0.021 -0.220 0.054 -0.277 0.041 0.223 -0.293 0.066 0.047 0.255 | -| DDstar_s | 0.034 -0.003 0.036 0.280 0.034 -0.153 -0.185 0.336 0.135 -0.331 0.142 1.000 0.012 0.336 -0.014 -0.223 0.010 -0.211 0.032 0.221 -0.265 0.030 0.021 0.267 | -| p4160_s | -0.003 -0.034 0.005 0.072 0.013 -0.014 -0.045 0.087 0.020 -0.085 0.065 0.012 1.000 0.087 -0.016 -0.058 0.018 -0.037 0.050 0.076 -0.062 -0.021 0.011 0.069 | -| rho_p | 0.112 0.047 0.163 0.835 0.086 -0.548 -0.612 0.999 0.436 -0.984 0.319 0.336 0.087 1.000 -0.001 -0.667 0.068 -0.695 0.110 0.664 -0.819 0.132 0.086 0.795 | -| psi2s_p | -0.009 -0.015 0.009 -0.001 -0.004 0.020 0.036 -0.001 0.023 0.001 0.021 -0.014 -0.016 -0.001 1.000 0.000 -0.007 0.008 -0.020 0.017 0.002 -0.012 -0.051 -0.001 | -| phi_s | -0.074 -0.031 -0.110 -0.513 -0.057 0.360 0.405 -0.667 -0.288 0.656 -0.220 -0.223 -0.058 -0.667 0.000 1.000 -0.045 0.459 -0.073 -0.439 0.540 -0.087 -0.057 -0.530 | -| p4415_s | 0.035 0.003 0.004 0.057 0.005 -0.006 -0.045 0.068 -0.000 -0.067 0.054 0.010 0.018 0.068 -0.007 -0.045 1.000 -0.036 0.020 0.072 -0.064 -0.006 0.008 0.054 | -| Dbar_s | -0.074 -0.010 -0.103 -0.578 -0.088 0.330 0.412 -0.694 -0.269 0.683 -0.277 -0.211 -0.037 -0.695 0.008 0.459 -0.036 1.000 -0.066 -0.441 0.545 -0.072 -0.053 -0.552 | -| p4040_p | -0.005 0.002 0.010 0.091 0.021 -0.056 -0.031 0.110 0.080 -0.108 0.041 0.032 0.050 0.110 -0.020 -0.073 0.020 -0.066 1.000 0.046 -0.076 0.025 -0.008 0.087 | -| Ctt | 0.045 0.051 0.078 0.553 0.049 -0.356 -0.369 0.664 0.307 -0.653 0.223 0.221 0.076 0.664 0.017 -0.439 0.072 -0.441 0.046 1.000 -0.508 0.087 0.041 0.527 | -| bplus_2 | -0.075 -0.033 -0.118 -0.680 -0.066 0.422 0.471 -0.819 -0.360 0.805 -0.293 -0.265 -0.062 -0.819 0.002 0.540 -0.064 0.545 -0.076 -0.508 1.000 -0.092 -0.057 -0.650 | -| p4415_p | 0.036 -0.019 0.013 0.110 0.019 -0.051 -0.063 0.132 0.060 -0.129 0.066 0.030 -0.021 0.132 -0.012 -0.087 -0.006 -0.072 0.025 0.087 -0.092 1.000 0.010 0.104 | -| p3770_s | 0.002 0.017 0.015 0.072 -0.028 -0.031 -0.007 0.086 0.069 -0.085 0.047 0.021 0.011 0.086 -0.051 -0.057 0.008 -0.053 -0.008 0.041 -0.057 0.010 1.000 0.068 | -| omega_p | 0.089 0.037 0.129 0.664 0.068 -0.435 -0.486 0.795 0.346 -0.779 0.255 0.267 0.069 0.795 -0.001 -0.530 0.054 -0.552 0.087 0.527 -0.650 0.104 0.068 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.028691432075948153}), (, {'error': 0.04689598099722708}), (, {'error': 0.007744499443948172}), (, {'error': 0.11352657108779818}), (, {'error': 0.03704583662593364}), (, {'error': 0.00241627423217472}), (, {'error': 0.15372426490732227}), (, {'error': 1.5836396870710674}), (, {'error': 0.09455024397717526}), (, {'error': 1.3424963482569576}), (, {'error': 0.0012431330099862414}), (, {'error': 0.009354233637939635}), (, {'error': 0.04689873033342273}), (, {'error': 6.935806809843722}), (, {'error': 0.009782904820764493}), (, {'error': 0.37671521670653085}), (, {'error': 0.056843692759897424}), (, {'error': 0.0254581722513426}), (, {'error': 0.06173389946317531}), (, {'error': 0.04178390553149136}), (, {'error': 0.018533809323393102}), (, {'error': 0.05425381863791734}), (, {'error': 0.06800206026084088}), (, {'error': 0.05800381997759896})]) -Toy 6/25 -Time taken: 33 min, 55 s -Projected time left: 1 h, 47 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1200 (1200 total) | -| EDM = 0.00132 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297152.92538405844 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.24 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.86 | 0.20 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 1.62 | 0.05 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -0.33 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.79 | 0.22 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 2.000 | 0.005 | | | -2 | 2 | | -| 6 | Dbar_p | -3.8 | 3.0 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 2.1 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -0.04 | 1.08 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 4.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -1.013 | 0.020 | | | -2 | 2 | | -| 11| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.68 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 6.13 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.79 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.39 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.13 | 0.37 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.84 | 0.29 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.18 | 0.18 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.17 | 0.18 | | | -2 | 2 | | -| 21| p4415_p | 3.99 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | -| 23| omega_p | -0.22 | 0.32 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.634 0.758 0.020 0.695 -0.134 0.713 -0.003 0.531 0.000 -0.020 0.077 -0.289 -0.034 0.596 0.022 -0.255 0.739 0.637 0.188 0.351 0.490 0.665 0.007 | -| p4040_s | -0.634 1.000 -0.462 -0.009 -0.494 0.162 -0.529 0.001 -0.516 0.001 -0.043 -0.077 0.144 0.053 -0.389 -0.026 0.271 -0.556 -0.483 -0.074 -0.258 -0.308 -0.394 -0.003 | -| jpsi_p | 0.758 -0.462 1.000 0.025 0.745 0.040 0.836 -0.010 0.650 0.001 -0.245 0.098 -0.265 -0.006 0.710 0.007 -0.237 0.804 0.654 0.250 0.509 0.326 0.766 0.009 | -| phi_p | 0.020 -0.009 0.025 1.000 0.025 0.026 0.032 -0.008 0.023 -0.002 -0.026 0.007 -0.000 0.092 0.023 0.500 0.001 0.023 0.020 0.010 0.000 0.008 0.026 0.015 | -| p3770_p | 0.695 -0.494 0.745 0.025 1.000 0.084 0.862 -0.010 0.734 0.003 -0.246 0.139 -0.256 -0.003 0.662 0.011 -0.216 0.769 0.630 0.306 0.423 0.260 0.643 0.009 | -| bplus_1 | -0.134 0.162 0.040 0.026 0.084 1.000 0.143 -0.020 0.043 0.014 -0.157 0.159 0.167 0.159 0.013 -0.048 0.297 -0.152 -0.094 -0.109 0.121 -0.162 -0.002 0.010 | -| Dbar_p | 0.713 -0.529 0.836 0.032 0.862 0.143 1.000 -0.015 0.896 0.005 -0.341 0.149 -0.307 0.008 0.736 0.011 -0.211 0.887 0.642 0.392 0.518 0.204 0.800 0.011 | -| rho_s | -0.003 0.001 -0.010 -0.008 -0.010 -0.020 -0.015 1.000 -0.010 0.119 0.040 -0.008 0.002 -0.135 -0.008 -0.026 -0.008 -0.005 -0.002 0.012 -0.028 0.006 -0.007 0.054 | -| DDstar_p | 0.531 -0.516 0.650 0.023 0.734 0.043 0.896 -0.010 1.000 0.003 -0.223 0.162 -0.324 -0.006 0.619 0.012 -0.215 0.890 0.529 0.487 0.450 0.064 0.700 0.008 | -| omega_s | 0.000 0.001 0.001 -0.002 0.003 0.014 0.005 0.119 0.003 1.000 -0.007 0.002 0.003 0.229 0.002 0.023 0.003 0.001 0.001 0.003 -0.010 0.000 0.003 0.183 | -| bplus_0 | -0.020 -0.043 -0.245 -0.026 -0.246 -0.157 -0.341 0.040 -0.223 -0.007 1.000 -0.191 -0.068 -0.056 -0.167 0.014 -0.260 -0.054 -0.046 0.172 -0.479 0.143 -0.172 -0.007 | -| DDstar_s | 0.077 -0.077 0.098 0.007 0.139 0.159 0.149 -0.008 0.162 0.002 -0.191 1.000 -0.035 0.020 0.095 -0.005 -0.003 0.127 0.074 0.073 0.115 -0.021 0.119 0.002 | -| p4160_s | -0.289 0.144 -0.265 -0.000 -0.256 0.167 -0.307 0.002 -0.324 0.003 -0.068 -0.035 1.000 0.074 -0.255 -0.033 0.373 -0.323 -0.001 -0.003 -0.207 -0.194 -0.233 0.001 | -| rho_p | -0.034 0.053 -0.006 0.092 -0.003 0.159 0.008 -0.135 -0.006 0.229 -0.056 0.020 0.074 1.000 -0.011 0.067 0.057 -0.046 -0.014 0.033 -0.192 -0.001 -0.004 -0.122 | -| psi2s_p | 0.596 -0.389 0.710 0.023 0.662 0.013 0.736 -0.008 0.619 0.002 -0.167 0.095 -0.255 -0.011 1.000 0.013 -0.184 0.738 0.493 0.486 0.381 0.221 0.539 0.008 | -| phi_s | 0.022 -0.026 0.007 0.500 0.011 -0.048 0.011 -0.026 0.012 0.023 0.014 -0.005 -0.033 0.067 0.013 1.000 -0.024 0.029 0.013 -0.007 0.077 0.003 0.011 0.015 | -| p4415_s | -0.255 0.271 -0.237 0.001 -0.216 0.297 -0.211 -0.008 -0.215 0.003 -0.260 -0.003 0.373 0.057 -0.184 -0.024 1.000 -0.299 -0.170 0.000 -0.022 -0.212 -0.208 0.001 | -| Dbar_s | 0.739 -0.556 0.804 0.023 0.769 -0.152 0.887 -0.005 0.890 0.001 -0.054 0.127 -0.323 -0.046 0.738 0.029 -0.299 1.000 0.700 0.545 0.471 0.281 0.816 0.008 | -| p4040_p | 0.637 -0.483 0.654 0.020 0.630 -0.094 0.642 -0.002 0.529 0.001 -0.046 0.074 -0.001 -0.014 0.493 0.013 -0.170 0.700 1.000 0.254 0.321 0.347 0.599 0.007 | -| Ctt | 0.188 -0.074 0.250 0.010 0.306 -0.109 0.392 0.012 0.487 0.003 0.172 0.073 -0.003 0.033 0.486 -0.007 0.000 0.545 0.254 1.000 -0.184 0.068 0.360 0.005 | -| bplus_2 | 0.351 -0.258 0.509 0.000 0.423 0.121 0.518 -0.028 0.450 -0.010 -0.479 0.115 -0.207 -0.192 0.381 0.077 -0.022 0.471 0.321 -0.184 1.000 0.005 0.429 -0.004 | -| p4415_p | 0.490 -0.308 0.326 0.008 0.260 -0.162 0.204 0.006 0.064 0.000 0.143 -0.021 -0.194 -0.001 0.221 0.003 -0.212 0.281 0.347 0.068 0.005 1.000 0.272 0.004 | -| p3770_s | 0.665 -0.394 0.766 0.026 0.643 -0.002 0.800 -0.007 0.700 0.003 -0.172 0.119 -0.233 -0.004 0.539 0.011 -0.208 0.816 0.599 0.360 0.429 0.272 1.000 0.009 | -| omega_p | 0.007 -0.003 0.009 0.015 0.009 0.010 0.011 0.054 0.008 0.183 -0.007 0.002 0.001 -0.122 0.008 0.015 0.001 0.008 0.007 0.005 -0.004 0.004 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.148852088124392}), (, {'error': 0.2027190789703459}), (, {'error': 0.05212398113882255}), (, {'error': 0.18712859190877262}), (, {'error': 0.22333473103589108}), (, {'error': 0.004898933932140803}), (, {'error': 2.975493668539987}), (, {'error': 0.33890546804246535}), (, {'error': 1.078931763042577}), (, {'error': 1.1395896815654747}), (, {'error': 0.019862941457762795}), (, {'error': 0.048747543611511845}), (, {'error': 0.16897309239191216}), (, {'error': 0.14147096860105002}), (, {'error': 0.048320919621440694}), (, {'error': 0.9043567273463742}), (, {'error': 0.1929244113240961}), (, {'error': 0.373395969631943}), (, {'error': 0.29322046659031864}), (, {'error': 0.18234691481026322}), (, {'error': 0.17887427493682262}), (, {'error': 0.17077159921394802}), (, {'error': 0.4111663046579086}), (, {'error': 0.31672380212843887})]) -Toy 7/25 -Time taken: 39 min, 32 s -Projected time left: 1 h, 41 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.99E+05 | Ncalls=557 (568 total) | -| EDM = 2.57E+03 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 299019.1299008955 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.59 | 0.08 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 2.003 | 0.000 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -5.304 | 0.014 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 5.934 | 0.006 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.807 | 0.018 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 1.945 | 0.009 | | | -2 | 2 | | -| 6 | Dbar_p | 3.316 | 0.031 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 2.636E-2 | 0.013E-2 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -3.21 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 9.004 | 0.004 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.867 | 0.012 | | | -2 | 2 | | -| 11| DDstar_s | -2.883E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 12| p4160_s | 3.261 | 0.004 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 1.844 | 0.017 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 0.638 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.357 | 0.006 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.704 | 0.008 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -1.836E-1 | 0.010E-1 | | | -0.3 | 0.3 | | -| 18| p4040_p | -0.620E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 1.477 | 0.001 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.336 | 0.021 | | | -2 | 2 | | -| 21| p4415_p | 0.6 | 9.0 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 0.399E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 23| omega_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.174 -0.968 -0.174 0.909 -0.988 0.829 -0.009 0.974 0.008 -0.993 0.597 -0.701 0.023 -0.978 0.034 0.940 0.770 -0.035 0.140 -0.971 -0.996 -0.058 -0.013 | -| p4040_s | 0.174 1.000 -0.170 -0.031 0.160 -0.174 0.146 -0.002 0.171 0.001 -0.175 0.105 -0.123 0.004 -0.172 0.006 0.165 0.135 -0.006 0.025 -0.171 -0.175 -0.010 -0.002 | -| jpsi_p | -0.968 -0.170 1.000 0.170 -0.888 0.965 -0.809 0.009 -0.951 -0.008 0.970 -0.583 0.685 -0.023 0.955 -0.033 -0.918 -0.752 0.034 -0.137 0.948 0.973 0.056 0.013 | -| phi_p | -0.174 -0.031 0.170 1.000 -0.160 0.173 -0.146 0.002 -0.171 -0.001 0.174 -0.105 0.123 -0.004 0.172 -0.006 -0.165 -0.135 0.006 -0.025 0.171 0.175 0.010 0.002 | -| p3770_p | 0.909 0.160 -0.888 -0.160 1.000 -0.905 0.761 -0.008 0.893 0.008 -0.910 0.547 -0.643 0.021 -0.896 0.031 0.862 0.705 -0.032 0.128 -0.890 -0.913 -0.053 -0.012 | -| bplus_1 | -0.988 -0.174 0.965 0.173 -0.905 1.000 -0.826 0.009 -0.970 -0.008 0.989 -0.595 0.699 -0.023 0.974 -0.034 -0.937 -0.767 0.035 -0.139 0.968 0.992 0.057 0.013 | -| Dbar_p | 0.829 0.146 -0.809 -0.146 0.761 -0.826 1.000 -0.008 0.814 0.007 -0.831 0.499 -0.587 0.019 -0.817 0.028 0.786 0.644 -0.030 0.117 -0.812 -0.833 -0.048 -0.011 | -| rho_s | -0.009 -0.002 0.009 0.002 -0.008 0.009 -0.008 1.000 -0.009 -0.000 0.009 -0.005 0.006 -0.000 0.009 -0.000 -0.009 -0.007 0.000 -0.001 0.009 0.009 0.001 0.000 | -| DDstar_p | 0.974 0.171 -0.951 -0.171 0.893 -0.970 0.814 -0.009 1.000 0.008 -0.975 0.586 -0.689 0.023 -0.960 0.033 0.924 0.756 -0.035 0.137 -0.954 -0.978 -0.057 -0.013 | -| omega_s | 0.008 0.001 -0.008 -0.001 0.008 -0.008 0.007 -0.000 0.008 1.000 -0.008 0.005 -0.006 0.000 -0.008 0.000 0.008 0.007 -0.000 0.001 -0.008 -0.008 -0.000 -0.000 | -| bplus_0 | -0.993 -0.175 0.970 0.174 -0.910 0.989 -0.831 0.009 -0.975 -0.008 1.000 -0.598 0.702 -0.023 0.979 -0.034 -0.942 -0.771 0.035 -0.140 0.973 0.997 0.058 0.013 | -| DDstar_s | 0.597 0.105 -0.583 -0.105 0.547 -0.595 0.499 -0.005 0.586 0.005 -0.598 1.000 -0.422 0.014 -0.588 0.020 0.566 0.463 -0.021 0.084 -0.585 -0.599 -0.035 -0.008 | -| p4160_s | -0.701 -0.123 0.685 0.123 -0.643 0.699 -0.587 0.006 -0.689 -0.006 0.702 -0.422 1.000 -0.016 0.691 -0.024 -0.665 -0.545 0.025 -0.099 0.687 0.704 0.041 0.009 | -| rho_p | 0.023 0.004 -0.023 -0.004 0.021 -0.023 0.019 -0.000 0.023 0.000 -0.023 0.014 -0.016 1.000 -0.023 0.001 0.022 0.018 -0.001 0.003 -0.023 -0.023 -0.001 -0.000 | -| psi2s_p | -0.978 -0.172 0.955 0.172 -0.896 0.974 -0.817 0.009 -0.960 -0.008 0.979 -0.588 0.691 -0.023 1.000 -0.033 -0.927 -0.759 0.035 -0.138 0.958 0.982 0.057 0.013 | -| phi_s | 0.034 0.006 -0.033 -0.006 0.031 -0.034 0.028 -0.000 0.033 0.000 -0.034 0.020 -0.024 0.001 -0.033 1.000 0.032 0.026 -0.001 0.005 -0.033 -0.034 -0.002 -0.000 | -| p4415_s | 0.940 0.165 -0.918 -0.165 0.862 -0.937 0.786 -0.009 0.924 0.008 -0.942 0.566 -0.665 0.022 -0.927 0.032 1.000 0.730 -0.033 0.132 -0.921 -0.944 -0.055 -0.012 | -| Dbar_s | 0.770 0.135 -0.752 -0.135 0.705 -0.767 0.644 -0.007 0.756 0.007 -0.771 0.463 -0.545 0.018 -0.759 0.026 0.730 1.000 -0.027 0.108 -0.754 -0.773 -0.045 -0.010 | -| p4040_p | -0.035 -0.006 0.034 0.006 -0.032 0.035 -0.030 0.000 -0.035 -0.000 0.035 -0.021 0.025 -0.001 0.035 -0.001 -0.033 -0.027 1.000 -0.005 0.034 0.035 0.002 0.000 | -| Ctt | 0.140 0.025 -0.137 -0.025 0.128 -0.139 0.117 -0.001 0.137 0.001 -0.140 0.084 -0.099 0.003 -0.138 0.005 0.132 0.108 -0.005 1.000 -0.137 -0.140 -0.008 -0.002 | -| bplus_2 | -0.971 -0.171 0.948 0.171 -0.890 0.968 -0.812 0.009 -0.954 -0.008 0.973 -0.585 0.687 -0.023 0.958 -0.033 -0.921 -0.754 0.034 -0.137 1.000 0.975 0.056 0.013 | -| p4415_p | -0.996 -0.175 0.973 0.175 -0.913 0.992 -0.833 0.009 -0.978 -0.008 0.997 -0.599 0.704 -0.023 0.982 -0.034 -0.944 -0.773 0.035 -0.140 0.975 1.000 0.058 0.013 | -| p3770_s | -0.058 -0.010 0.056 0.010 -0.053 0.057 -0.048 0.001 -0.057 -0.000 0.058 -0.035 0.041 -0.001 0.057 -0.002 -0.055 -0.045 0.002 -0.008 0.056 0.058 1.000 0.001 | -| omega_p | -0.013 -0.002 0.013 0.002 -0.012 0.013 -0.011 0.000 -0.013 -0.000 0.013 -0.008 0.009 -0.000 0.013 -0.000 -0.012 -0.010 0.000 -0.002 0.013 0.013 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07567094805664887}), (, {'error': 0.0004428484156884238}), (, {'error': 0.014473084315629325}), (, {'error': 0.005633907259676718}), (, {'error': 0.01815502920545331}), (, {'error': 0.009321435357465768}), (, {'error': 0.030972677112982794}), (, {'error': 0.00012706529527059876}), (, {'error': 0.06781398072506173}), (, {'error': 0.0038332429289837933}), (, {'error': 0.012159390454789865}), (, {'error': 0.00028427147267814923}), (, {'error': 0.003979797978098887}), (, {'error': 0.016575633847187632}), (, {'error': 0.02471352216865652}), (, {'error': 0.005797612921718098}), (, {'error': 0.008490662455057585}), (, {'error': 0.0010303786235133783}), (, {'error': 0.0026384963592067656}), (, {'error': 0.0007882442486781827}), (, {'error': 0.021116429360396927}), (, {'error': 8.99132228243298}), (, {'error': 0.0014115661247240396}), (, {'error': 6.332674159104101e-05})]) -Toy 8/25 -Time taken: 43 min, 37 s -Projected time left: 1 h, 32 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1488 (1488 total) | -| EDM = 0.00126 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297068.58859507495 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 3.99 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.83 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -4.64 | 0.04 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.11 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.35 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.826 | 0.025 | | | -2 | 2 | | -| 6 | Dbar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6 | 4 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.425 | 0.012 | | | -2 | 2 | | -| 11| DDstar_s | -0.010 | 0.222 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.02 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.1 | 1.5 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 14.8 | 1.2 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.02 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.09 | 0.40 | | | -0.3 | 0.3 | | -| 18| p4040_p | 3.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.34 | 0.29 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.35 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | 3.98 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 23| omega_p | -6.1 | 1.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.510 0.633 -0.014 0.476 -0.003 -0.751 -0.081 -0.467 0.039 -0.042 0.643 -0.130 0.013 0.502 0.014 -0.277 -0.773 0.690 0.466 -0.291 0.545 0.648 0.033 | -| p4040_s | -0.510 1.000 -0.189 0.013 -0.276 -0.086 0.260 -0.017 0.262 0.064 -0.047 -0.375 0.109 0.094 -0.140 -0.001 0.254 0.256 -0.333 -0.003 0.228 -0.254 -0.160 0.054 | -| jpsi_p | 0.633 -0.189 1.000 -0.011 0.347 -0.021 -0.747 -0.084 -0.350 0.038 -0.032 0.486 -0.037 0.026 0.560 0.008 -0.246 -0.705 0.597 0.411 -0.345 0.406 0.656 0.030 | -| phi_p | -0.014 0.013 -0.011 1.000 -0.003 -0.003 0.013 0.062 0.008 -0.054 0.034 -0.004 0.014 -0.020 -0.012 0.382 0.010 0.018 -0.011 0.001 0.051 -0.002 -0.008 -0.042 | -| p3770_p | 0.476 -0.276 0.347 -0.003 1.000 0.156 -0.524 0.062 -0.354 -0.094 0.119 0.547 -0.098 -0.123 0.334 -0.006 -0.208 -0.445 0.443 0.316 -0.255 0.240 0.281 -0.077 | -| bplus_1 | -0.003 -0.086 -0.021 -0.003 0.156 1.000 -0.034 -0.018 -0.159 0.045 -0.438 0.331 -0.067 0.056 -0.032 0.008 0.051 -0.019 -0.003 -0.035 -0.275 -0.139 0.048 0.038 | -| Dbar_p | -0.751 0.260 -0.747 0.013 -0.524 -0.034 1.000 0.085 0.636 -0.044 0.041 -0.687 0.034 -0.012 -0.663 -0.017 0.275 0.867 -0.729 -0.665 0.341 -0.464 -0.775 -0.039 | -| rho_s | -0.081 -0.017 -0.084 0.062 0.062 -0.018 0.085 1.000 -0.025 -0.535 0.411 0.111 -0.024 -0.444 -0.089 -0.029 0.055 0.098 -0.082 -0.055 -0.074 -0.116 -0.062 -0.427 | -| DDstar_p | -0.467 0.262 -0.350 0.008 -0.354 -0.159 0.636 -0.025 1.000 0.060 -0.074 -0.747 0.091 0.096 -0.401 -0.003 0.223 0.710 -0.483 -0.565 0.337 -0.214 -0.545 0.049 | -| omega_s | 0.039 0.064 0.038 -0.054 -0.094 0.045 -0.044 -0.535 0.060 1.000 -0.406 -0.152 0.070 0.735 0.055 0.091 -0.031 -0.046 0.050 0.063 0.270 0.121 0.030 0.940 | -| bplus_0 | -0.042 -0.047 -0.032 0.034 0.119 -0.438 0.041 0.411 -0.074 -0.406 1.000 0.194 -0.040 -0.466 -0.069 -0.049 0.058 0.056 -0.044 -0.077 -0.282 -0.127 -0.008 -0.329 | -| DDstar_s | 0.643 -0.375 0.486 -0.004 0.547 0.331 -0.687 0.111 -0.747 -0.152 0.194 1.000 -0.157 -0.206 0.478 -0.006 -0.296 -0.810 0.612 0.612 -0.500 0.272 0.673 -0.123 | -| p4160_s | -0.130 0.109 -0.037 0.014 -0.098 -0.067 0.034 -0.024 0.091 0.070 -0.040 -0.157 1.000 0.097 -0.022 0.001 0.313 0.015 0.178 0.144 0.167 -0.125 -0.010 0.061 | -| rho_p | 0.013 0.094 0.026 -0.020 -0.123 0.056 -0.012 -0.444 0.096 0.735 -0.466 -0.206 0.097 1.000 0.037 0.098 -0.021 -0.011 0.029 0.060 0.385 0.129 0.005 0.561 | -| psi2s_p | 0.502 -0.140 0.560 -0.012 0.334 -0.032 -0.663 -0.089 -0.401 0.055 -0.069 0.478 -0.022 0.037 1.000 0.015 -0.179 -0.687 0.466 0.631 -0.211 0.327 0.440 0.046 | -| phi_s | 0.014 -0.001 0.008 0.382 -0.006 0.008 -0.017 -0.029 -0.003 0.091 -0.049 -0.006 0.001 0.098 0.015 1.000 -0.009 -0.019 0.014 0.011 0.004 0.016 0.012 0.084 | -| p4415_s | -0.277 0.254 -0.246 0.010 -0.208 0.051 0.275 0.055 0.223 -0.031 0.058 -0.296 0.313 -0.021 -0.179 -0.009 1.000 0.300 -0.220 -0.094 0.065 -0.265 -0.242 -0.025 | -| Dbar_s | -0.773 0.256 -0.705 0.018 -0.445 -0.019 0.867 0.098 0.710 -0.046 0.056 -0.810 0.015 -0.011 -0.687 -0.019 0.300 1.000 -0.772 -0.787 0.360 -0.490 -0.820 -0.039 | -| p4040_p | 0.690 -0.333 0.597 -0.011 0.443 -0.003 -0.729 -0.082 -0.483 0.050 -0.044 0.612 0.178 0.029 0.466 0.014 -0.220 -0.772 1.000 0.506 -0.275 0.464 0.626 0.042 | -| Ctt | 0.466 -0.003 0.411 0.001 0.316 -0.035 -0.665 -0.055 -0.565 0.063 -0.077 0.612 0.144 0.060 0.631 0.011 -0.094 -0.787 0.506 1.000 0.072 0.353 0.587 0.056 | -| bplus_2 | -0.291 0.228 -0.345 0.051 -0.255 -0.275 0.341 -0.074 0.337 0.270 -0.282 -0.500 0.167 0.385 -0.211 0.004 0.065 0.360 -0.275 0.072 1.000 0.019 -0.338 0.231 | -| p4415_p | 0.545 -0.254 0.406 -0.002 0.240 -0.139 -0.464 -0.116 -0.214 0.121 -0.127 0.272 -0.125 0.129 0.327 0.016 -0.265 -0.490 0.464 0.353 0.019 1.000 0.406 0.101 | -| p3770_s | 0.648 -0.160 0.656 -0.008 0.281 0.048 -0.775 -0.062 -0.545 0.030 -0.008 0.673 -0.010 0.005 0.440 0.012 -0.242 -0.820 0.626 0.587 -0.338 0.406 1.000 0.027 | -| omega_p | 0.033 0.054 0.030 -0.042 -0.077 0.038 -0.039 -0.427 0.049 0.940 -0.329 -0.123 0.061 0.561 0.046 0.084 -0.025 -0.039 0.042 0.056 0.231 0.101 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17545497254668074}), (, {'error': 0.1810186632767558}), (, {'error': 0.03946453706538389}), (, {'error': 0.22791043797850552}), (, {'error': 0.132725741514216}), (, {'error': 0.024991166233680695}), (, {'error': 8.48436417446475}), (, {'error': 0.4294787851465811}), (, {'error': 8.420675809316025}), (, {'error': 3.5673241317639466}), (, {'error': 0.012068682369880124}), (, {'error': 0.22239604524944778}), (, {'error': 0.1653378990797204}), (, {'error': 1.5243786753175617}), (, {'error': 0.04487556956439498}), (, {'error': 1.1785636504091404}), (, {'error': 0.1948508971535196}), (, {'error': 0.40254184568997803}), (, {'error': 0.34153772176748465}), (, {'error': 0.2860419817923796}), (, {'error': 0.07890338806084207}), (, {'error': 0.23629495268800493}), (, {'error': 0.38512107557353925}), (, {'error': 1.3869353781523275})]) -Toy 9/25 -Time taken: 50 min, 14 s -Projected time left: 1 h, 29 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.001E+05 | Ncalls=534 (545 total) | -| EDM = 1.77E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300137.82888517017 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -0.759 | 0.010 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.290 | 0.001 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -3.458 | 0.011 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -3.814 | 0.021 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 1.908 | 0.002 | | | -2 | 2 | | -| 6 | Dbar_p | 0.623E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.271 | 0.001 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -0.620E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 0.511E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -1.292 | 0.030 | | | -2 | 2 | | -| 11| DDstar_s | 0.965E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 12| p4160_s | 3.134 | 0.002 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 0.623E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.393 | 0.006 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 1.554E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.781 | 0.001 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 1.963E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 18| p4040_p | 0.73 | 0.11 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 1.303 | 0.001 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 1.552 | 0.003 | | | -2 | 2 | | -| 21| p4415_p | -3.724 | 0.007 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 0.362E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 23| omega_p | 0.624E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.317 0.851 0.241 -0.833 -0.824 0.092 -0.063 0.070 -0.000 -0.849 -0.531 -0.469 -0.058 -0.789 0.026 0.102 -0.496 0.844 -0.612 -0.747 -0.211 -0.195 -0.009 | -| p4040_s | 0.317 1.000 0.372 0.105 -0.364 -0.361 0.040 -0.027 0.030 -0.000 -0.372 -0.232 -0.205 -0.025 -0.345 0.011 0.045 -0.217 0.369 -0.268 -0.327 -0.092 -0.085 -0.004 | -| jpsi_p | 0.851 0.372 1.000 0.283 -0.979 -0.969 0.109 -0.074 0.082 -0.000 -0.999 -0.625 -0.551 -0.068 -0.927 0.031 0.120 -0.583 0.992 -0.719 -0.878 -0.248 -0.229 -0.011 | -| phi_p | 0.241 0.105 0.283 1.000 -0.277 -0.274 0.031 -0.021 0.023 -0.000 -0.283 -0.177 -0.156 -0.019 -0.263 0.008 0.034 -0.165 0.281 -0.204 -0.249 -0.070 -0.065 -0.003 | -| p3770_p | -0.833 -0.364 -0.979 -0.277 1.000 0.949 -0.106 0.072 -0.080 0.000 0.978 0.612 0.539 0.067 0.908 -0.030 -0.117 0.571 -0.972 0.704 0.860 0.243 0.225 0.011 | -| bplus_1 | -0.824 -0.361 -0.969 -0.274 0.949 1.000 -0.105 0.071 -0.079 0.000 0.968 0.605 0.534 0.066 0.899 -0.030 -0.116 0.565 -0.962 0.697 0.851 0.241 0.222 0.011 | -| Dbar_p | 0.092 0.040 0.109 0.031 -0.106 -0.105 1.000 -0.008 0.009 -0.000 -0.108 -0.068 -0.060 -0.007 -0.101 0.003 0.013 -0.063 0.108 -0.078 -0.095 -0.027 -0.025 -0.001 | -| rho_s | -0.063 -0.027 -0.074 -0.021 0.072 0.071 -0.008 1.000 -0.006 0.000 0.074 0.046 0.041 0.005 0.068 -0.002 -0.009 0.043 -0.073 0.053 0.065 0.018 0.017 0.001 | -| DDstar_p | 0.070 0.030 0.082 0.023 -0.080 -0.079 0.009 -0.006 1.000 -0.000 -0.082 -0.051 -0.045 -0.006 -0.076 0.003 0.010 -0.048 0.081 -0.059 -0.072 -0.020 -0.019 -0.001 | -| omega_s | -0.000 -0.000 -0.000 -0.000 0.000 0.000 -0.000 0.000 -0.000 1.000 0.000 0.000 0.000 0.000 0.000 -0.000 -0.000 0.000 -0.000 0.000 0.000 0.000 0.000 0.000 | -| bplus_0 | -0.849 -0.372 -0.999 -0.283 0.978 0.968 -0.108 0.074 -0.082 0.000 1.000 0.624 0.550 0.068 0.926 -0.031 -0.120 0.582 -0.991 0.718 0.877 0.248 0.229 0.011 | -| DDstar_s | -0.531 -0.232 -0.625 -0.177 0.612 0.605 -0.068 0.046 -0.051 0.000 0.624 1.000 0.344 0.043 0.579 -0.019 -0.075 0.364 -0.620 0.449 0.548 0.155 0.143 0.007 | -| p4160_s | -0.469 -0.205 -0.551 -0.156 0.539 0.534 -0.060 0.041 -0.045 0.000 0.550 0.344 1.000 0.037 0.511 -0.017 -0.066 0.321 -0.546 0.396 0.483 0.137 0.126 0.006 | -| rho_p | -0.058 -0.025 -0.068 -0.019 0.067 0.066 -0.007 0.005 -0.006 0.000 0.068 0.043 0.037 1.000 0.063 -0.002 -0.008 0.040 -0.068 0.049 0.060 0.017 0.016 0.001 | -| psi2s_p | -0.789 -0.345 -0.927 -0.263 0.908 0.899 -0.101 0.068 -0.076 0.000 0.926 0.579 0.511 0.063 1.000 -0.029 -0.111 0.540 -0.920 0.667 0.814 0.230 0.213 0.010 | -| phi_s | 0.026 0.011 0.031 0.008 -0.030 -0.030 0.003 -0.002 0.003 -0.000 -0.031 -0.019 -0.017 -0.002 -0.029 1.000 0.004 -0.018 0.031 -0.022 -0.027 -0.008 -0.007 -0.000 | -| p4415_s | 0.102 0.045 0.120 0.034 -0.117 -0.116 0.013 -0.009 0.010 -0.000 -0.120 -0.075 -0.066 -0.008 -0.111 0.004 1.000 -0.070 0.119 -0.086 -0.105 -0.029 -0.028 -0.001 | -| Dbar_s | -0.496 -0.217 -0.583 -0.165 0.571 0.565 -0.063 0.043 -0.048 0.000 0.582 0.364 0.321 0.040 0.540 -0.018 -0.070 1.000 -0.578 0.419 0.512 0.145 0.134 0.006 | -| p4040_p | 0.844 0.369 0.992 0.281 -0.972 -0.962 0.108 -0.073 0.081 -0.000 -0.991 -0.620 -0.546 -0.068 -0.920 0.031 0.119 -0.578 1.000 -0.714 -0.871 -0.246 -0.227 -0.011 | -| Ctt | -0.612 -0.268 -0.719 -0.204 0.704 0.697 -0.078 0.053 -0.059 0.000 0.718 0.449 0.396 0.049 0.667 -0.022 -0.086 0.419 -0.714 1.000 0.631 0.179 0.165 0.008 | -| bplus_2 | -0.747 -0.327 -0.878 -0.249 0.860 0.851 -0.095 0.065 -0.072 0.000 0.877 0.548 0.483 0.060 0.814 -0.027 -0.105 0.512 -0.871 0.631 1.000 0.218 0.201 0.010 | -| p4415_p | -0.211 -0.092 -0.248 -0.070 0.243 0.241 -0.027 0.018 -0.020 0.000 0.248 0.155 0.137 0.017 0.230 -0.008 -0.029 0.145 -0.246 0.179 0.218 1.000 0.057 0.003 | -| p3770_s | -0.195 -0.085 -0.229 -0.065 0.225 0.222 -0.025 0.017 -0.019 0.000 0.229 0.143 0.126 0.016 0.213 -0.007 -0.028 0.134 -0.227 0.165 0.201 0.057 1.000 0.003 | -| omega_p | -0.009 -0.004 -0.011 -0.003 0.011 0.011 -0.001 0.001 -0.001 0.000 0.011 0.007 0.006 0.001 0.010 -0.000 -0.001 0.006 -0.011 0.008 0.010 0.003 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.009844577542503785}), (, {'error': 0.0011626316018298333}), (, {'error': 12.15003993457211}), (, {'error': 0.011062827415257548}), (, {'error': 0.0208918230972448}), (, {'error': 0.0022389711375989663}), (, {'error': 0.000919481164014968}), (, {'error': 0.0011202065399187333}), (, {'error': 0.0011121391425019667}), (, {'error': 0.0022149977550709465}), (, {'error': 0.02998950282915236}), (, {'error': 0.0004036541576431518}), (, {'error': 0.0015398305253513378}), (, {'error': 0.0009046562469308128}), (, {'error': 0.006440524749772525}), (, {'error': 0.0027025698021168054}), (, {'error': 0.0010973606586938134}), (, {'error': 0.0003098045364931523}), (, {'error': 0.11138266744118219}), (, {'error': 0.0012074401775250543}), (, {'error': 0.0029113382346250827}), (, {'error': 0.006774299652839266}), (, {'error': 0.00127374844000272}), (, {'error': 0.0008204783029110985})]) -Toy 10/25 -Time taken: 54 min, 19 s -Projected time left: 1 h, 21 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1300 (1300 total) | -| EDM = 0.000202 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297436.313119387 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -1.91 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.005 | 0.135 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -4.60 | 0.08 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 1.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.74 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 6 | Dbar_p | 2.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 0.4 | 1.8 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.406 | 0.030 | | | -2 | 2 | | -| 11| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.00 | 0.15 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 23.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.29 | 0.09 | | | -0.3 | 0.3 | | -| 18| p4040_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.48 | 0.23 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.23 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.1 | 0.3 | | |0.918861 | 4.08114 | | -| 23| omega_p | 0.84 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.196 0.880 0.066 0.678 0.303 -0.618 -0.106 0.914 0.009 -0.049 0.369 -0.072 0.014 0.707 0.018 0.098 -0.095 -0.158 -0.657 0.306 -0.019 0.645 -0.045 | -| p4040_s | 0.196 1.000 0.181 0.013 0.158 0.061 -0.131 -0.023 0.185 0.002 -0.008 0.069 0.070 0.003 0.128 0.005 0.021 -0.008 -0.702 -0.173 0.074 -0.004 0.120 -0.011 | -| jpsi_p | 0.880 0.181 1.000 0.066 0.724 0.298 -0.735 -0.075 0.948 0.007 -0.102 0.403 -0.062 0.011 0.771 -0.002 0.094 -0.064 -0.152 -0.726 0.408 -0.016 0.687 -0.026 | -| phi_p | 0.066 0.013 0.066 1.000 0.053 -0.007 -0.049 -0.010 0.073 0.038 0.033 0.032 -0.001 -0.042 0.058 0.305 0.007 -0.008 -0.011 -0.040 0.017 -0.001 0.050 -0.026 | -| p3770_p | 0.678 0.158 0.724 0.053 1.000 0.115 -0.794 -0.045 0.691 0.003 -0.047 0.289 -0.103 0.008 0.588 -0.006 0.069 0.064 -0.127 -0.625 0.304 -0.010 0.436 -0.009 | -| bplus_1 | 0.303 0.061 0.298 -0.007 0.115 1.000 -0.109 0.325 0.313 -0.050 -0.896 0.191 0.038 -0.057 0.263 -0.140 0.040 -0.071 -0.055 -0.101 0.019 -0.007 0.188 0.213 | -| Dbar_p | -0.618 -0.131 -0.735 -0.049 -0.794 -0.109 1.000 -0.030 -0.661 0.006 0.141 -0.381 0.124 -0.004 -0.534 0.047 -0.058 -0.071 0.102 0.685 -0.314 0.009 -0.515 -0.043 | -| rho_s | -0.106 -0.023 -0.075 -0.010 -0.045 0.325 -0.030 1.000 -0.120 -0.132 -0.443 -0.070 0.021 -0.073 -0.084 -0.141 -0.012 0.052 0.020 0.045 -0.047 0.001 -0.070 0.644 | -| DDstar_p | 0.914 0.185 0.948 0.073 0.691 0.313 -0.661 -0.120 1.000 0.009 -0.039 0.422 -0.011 0.015 0.809 0.026 0.100 -0.177 -0.158 -0.640 0.340 -0.018 0.687 -0.053 | -| omega_s | 0.009 0.002 0.007 0.038 0.003 -0.050 0.006 -0.132 0.009 1.000 0.062 0.007 0.001 0.008 0.008 0.008 0.001 -0.006 -0.002 -0.001 -0.009 -0.000 0.007 -0.551 | -| bplus_0 | -0.049 -0.008 -0.102 0.033 -0.047 -0.896 0.141 -0.443 -0.039 0.062 1.000 -0.011 -0.017 0.068 -0.048 0.186 -0.006 -0.040 0.008 0.086 -0.092 0.002 -0.042 -0.282 | -| DDstar_s | 0.369 0.069 0.403 0.032 0.289 0.191 -0.381 -0.070 0.422 0.007 -0.011 1.000 0.003 0.009 0.337 0.014 0.042 -0.038 -0.060 -0.303 0.088 -0.009 0.250 -0.034 | -| p4160_s | -0.072 0.070 -0.062 -0.001 -0.103 0.038 0.124 0.021 -0.011 0.001 -0.017 0.003 1.000 0.007 -0.006 -0.036 -0.019 -0.067 -0.061 0.282 -0.236 -0.006 0.004 0.021 | -| rho_p | 0.014 0.003 0.011 -0.042 0.008 -0.057 -0.004 -0.073 0.015 0.008 0.068 0.009 0.007 1.000 0.013 0.000 0.002 -0.004 -0.003 0.001 -0.030 -0.000 0.012 -0.086 | -| psi2s_p | 0.707 0.128 0.771 0.058 0.588 0.263 -0.534 -0.084 0.809 0.008 -0.048 0.337 -0.006 0.013 1.000 0.008 0.078 -0.051 -0.109 -0.400 0.222 -0.015 0.368 -0.033 | -| phi_s | 0.018 0.005 -0.002 0.305 -0.006 -0.140 0.047 -0.141 0.026 0.008 0.186 0.014 -0.036 0.000 0.008 1.000 0.001 -0.024 -0.003 -0.022 0.098 0.000 -0.001 -0.080 | -| p4415_s | 0.098 0.021 0.094 0.007 0.069 0.040 -0.058 -0.012 0.100 0.001 -0.006 0.042 -0.019 0.002 0.078 0.001 1.000 -0.016 -0.018 -0.060 0.016 -0.024 0.070 -0.005 | -| Dbar_s | -0.095 -0.008 -0.064 -0.008 0.064 -0.071 -0.071 0.052 -0.177 -0.006 -0.040 -0.038 -0.067 -0.004 -0.051 -0.024 -0.016 1.000 0.011 0.090 0.023 0.004 0.016 0.033 | -| p4040_p | -0.158 -0.702 -0.152 -0.011 -0.127 -0.055 0.102 0.020 -0.158 -0.002 0.008 -0.060 -0.061 -0.003 -0.109 -0.003 -0.018 0.011 1.000 0.134 -0.056 0.003 -0.104 0.009 | -| Ctt | -0.657 -0.173 -0.726 -0.040 -0.625 -0.101 0.685 0.045 -0.640 -0.001 0.086 -0.303 0.282 0.001 -0.400 -0.022 -0.060 0.090 0.134 1.000 -0.735 0.006 -0.557 0.022 | -| bplus_2 | 0.306 0.074 0.408 0.017 0.304 0.019 -0.314 -0.047 0.340 -0.009 -0.092 0.088 -0.236 -0.030 0.222 0.098 0.016 0.023 -0.056 -0.735 1.000 -0.004 0.278 -0.049 | -| p4415_p | -0.019 -0.004 -0.016 -0.001 -0.010 -0.007 0.009 0.001 -0.018 -0.000 0.002 -0.009 -0.006 -0.000 -0.015 0.000 -0.024 0.004 0.003 0.006 -0.004 1.000 -0.013 0.000 | -| p3770_s | 0.645 0.120 0.687 0.050 0.436 0.188 -0.515 -0.070 0.687 0.007 -0.042 0.250 0.004 0.012 0.368 -0.001 0.070 0.016 -0.104 -0.557 0.278 -0.013 1.000 -0.026 | -| omega_p | -0.045 -0.011 -0.026 -0.026 -0.009 0.213 -0.043 0.644 -0.053 -0.551 -0.282 -0.034 0.021 -0.086 -0.033 -0.080 -0.005 0.033 0.009 0.022 -0.049 0.000 -0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23338018863746424}), (, {'error': 0.13547147494706696}), (, {'error': 0.08458048067753454}), (, {'error': 0.11211618713177751}), (, {'error': 0.17578607126946189}), (, {'error': 0.057207864714813095}), (, {'error': 0.6791890142237809}), (, {'error': 0.43429385279819743}), (, {'error': 1.7900150096308862}), (, {'error': 3.9231447894948026}), (, {'error': 0.02988943042427239}), (, {'error': 0.4103321332299871}), (, {'error': 0.15314549413407608}), (, {'error': 0.18112119344521016}), (, {'error': 0.05203946908309387}), (, {'error': 0.8752442051289631}), (, {'error': 0.03925580606138672}), (, {'error': 0.0851185959470599}), (, {'error': 10.871219864544221}), (, {'error': 0.23398052284652215}), (, {'error': 0.0769437604219525}), (, {'error': 0.13617718057143424}), (, {'error': 0.3203790670083708}), (, {'error': 0.28132533350269284})]) -Toy 11/25 -Time taken: 1 h, 27 s -Projected time left: 1 h, 16 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1502 (1502 total) | -| EDM = 0.000212 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297189.6873707304 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.34 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.11 | 0.19 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 1.67 | 0.08 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -0.38 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -3.02 | 0.14 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.997 | 0.020 | | | -2 | 2 | | -| 6 | Dbar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.49 | 0.31 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6.7 | 0.8 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.493 | 0.010 | | | -2 | 2 | | -| 11| DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 0.029 | 0.210 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.35 | 0.17 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.04 | 0.17 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.70 | 0.27 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.04 | 0.18 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.09 | 0.06 | | | -2 | 2 | | -| 21| p4415_p | 3.95 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.64 | 0.29 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.421 0.887 0.046 0.633 -0.530 -0.042 -0.108 -0.921 0.046 -0.500 -0.635 0.452 0.032 0.735 0.045 0.162 0.695 0.796 -0.598 0.117 0.863 0.651 -0.008 | -| p4040_s | 0.421 1.000 0.576 0.032 0.326 -0.326 -0.148 -0.063 -0.611 0.030 -0.307 -0.485 0.335 0.037 0.497 0.023 0.200 0.389 0.424 -0.151 0.065 0.474 0.510 -0.006 | -| jpsi_p | 0.887 0.576 1.000 0.045 0.614 -0.515 -0.040 -0.107 -0.952 0.044 -0.487 -0.707 0.499 0.035 0.790 0.039 0.155 0.728 0.789 -0.593 0.067 0.844 0.702 -0.008 | -| phi_p | 0.046 0.032 0.045 1.000 0.029 -0.024 -0.003 0.051 -0.051 -0.016 -0.020 -0.038 0.028 0.092 0.041 0.577 0.009 0.038 0.041 -0.032 0.014 0.045 0.036 -0.002 | -| p3770_p | 0.633 0.326 0.614 0.029 1.000 -0.254 0.229 -0.051 -0.632 0.021 -0.237 -0.443 0.301 0.017 0.527 0.024 0.080 0.687 0.569 -0.463 0.121 0.572 0.312 -0.005 | -| bplus_1 | -0.530 -0.326 -0.515 -0.024 -0.254 1.000 0.245 0.086 0.567 -0.025 0.039 0.509 -0.289 0.021 -0.457 -0.035 -0.006 -0.235 -0.480 0.204 -0.224 -0.531 -0.395 0.004 | -| Dbar_p | -0.042 -0.148 -0.040 -0.003 0.229 0.245 1.000 0.056 0.120 -0.019 0.224 -0.057 -0.141 0.005 -0.056 -0.015 -0.042 0.274 -0.056 -0.119 0.011 -0.104 -0.052 0.001 | -| rho_s | -0.108 -0.063 -0.107 0.051 -0.051 0.086 0.056 1.000 0.117 -0.221 0.164 0.102 -0.052 0.264 -0.094 0.071 -0.004 -0.042 -0.097 0.060 0.059 -0.104 -0.080 0.012 | -| DDstar_p | -0.921 -0.611 -0.952 -0.051 -0.632 0.567 0.120 0.117 1.000 -0.050 0.541 0.734 -0.541 -0.032 -0.819 -0.052 -0.179 -0.749 -0.825 0.549 -0.104 -0.886 -0.717 0.009 | -| omega_s | 0.046 0.030 0.044 -0.016 0.021 -0.025 -0.019 -0.221 -0.050 1.000 -0.059 -0.044 0.027 0.376 0.040 0.030 0.004 0.023 0.042 -0.024 0.015 0.046 0.035 -0.119 | -| bplus_0 | -0.500 -0.307 -0.487 -0.020 -0.237 0.039 0.224 0.164 0.541 -0.059 1.000 0.477 -0.267 -0.021 -0.435 -0.039 -0.009 -0.232 -0.450 0.199 -0.165 -0.500 -0.365 0.006 | -| DDstar_s | -0.635 -0.485 -0.707 -0.038 -0.443 0.509 -0.057 0.102 0.734 -0.044 0.477 1.000 -0.421 -0.036 -0.601 -0.036 -0.188 -0.689 -0.562 0.472 -0.133 -0.636 -0.483 0.007 | -| p4160_s | 0.452 0.335 0.499 0.028 0.301 -0.289 -0.141 -0.052 -0.541 0.027 -0.267 -0.421 1.000 0.045 0.415 0.015 0.313 0.327 0.592 -0.139 0.100 0.416 0.410 -0.005 | -| rho_p | 0.032 0.037 0.035 0.092 0.017 0.021 0.005 0.264 -0.032 0.376 -0.021 -0.036 0.045 1.000 0.025 0.111 0.007 0.032 0.035 0.010 0.220 0.043 0.038 -0.006 | -| psi2s_p | 0.735 0.497 0.790 0.041 0.527 -0.457 -0.056 -0.094 -0.819 0.040 -0.435 -0.601 0.415 0.025 1.000 0.041 0.153 0.588 0.628 -0.342 0.078 0.708 0.472 -0.007 | -| phi_s | 0.045 0.023 0.039 0.577 0.024 -0.035 -0.015 0.071 -0.052 0.030 -0.039 -0.036 0.015 0.111 0.041 1.000 0.005 0.027 0.037 -0.040 -0.076 0.040 0.027 -0.006 | -| p4415_s | 0.162 0.200 0.155 0.009 0.080 -0.006 -0.042 -0.004 -0.179 0.004 -0.009 -0.188 0.313 0.007 0.153 0.005 1.000 0.129 0.166 0.067 -0.062 0.098 0.142 -0.001 | -| Dbar_s | 0.695 0.389 0.728 0.038 0.687 -0.235 0.274 -0.042 -0.749 0.023 -0.232 -0.689 0.327 0.032 0.588 0.027 0.129 1.000 0.585 -0.634 0.132 0.627 0.480 -0.006 | -| p4040_p | 0.796 0.424 0.789 0.041 0.569 -0.480 -0.056 -0.097 -0.825 0.042 -0.450 -0.562 0.592 0.035 0.628 0.037 0.166 0.585 1.000 -0.533 0.104 0.767 0.564 -0.008 | -| Ctt | -0.598 -0.151 -0.593 -0.032 -0.463 0.204 -0.119 0.060 0.549 -0.024 0.199 0.472 -0.139 0.010 -0.342 -0.040 0.067 -0.634 -0.533 1.000 0.325 -0.501 -0.414 0.005 | -| bplus_2 | 0.117 0.065 0.067 0.014 0.121 -0.224 0.011 0.059 -0.104 0.015 -0.165 -0.133 0.100 0.220 0.078 -0.076 -0.062 0.132 0.104 0.325 1.000 0.153 0.066 -0.005 | -| p4415_p | 0.863 0.474 0.844 0.045 0.572 -0.531 -0.104 -0.104 -0.886 0.046 -0.500 -0.636 0.416 0.043 0.708 0.040 0.098 0.627 0.767 -0.501 0.153 1.000 0.637 -0.008 | -| p3770_s | 0.651 0.510 0.702 0.036 0.312 -0.395 -0.052 -0.080 -0.717 0.035 -0.365 -0.483 0.410 0.038 0.472 0.027 0.142 0.480 0.564 -0.414 0.066 0.637 1.000 -0.007 | -| omega_p | -0.008 -0.006 -0.008 -0.002 -0.005 0.004 0.001 0.012 0.009 -0.119 0.006 0.007 -0.005 -0.006 -0.007 -0.006 -0.001 -0.006 -0.008 0.005 -0.005 -0.008 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21907527333568177}), (, {'error': 0.18601242682671837}), (, {'error': 0.07628183310293357}), (, {'error': 0.20660583173012625}), (, {'error': 0.13964442939966615}), (, {'error': 0.020035233754496895}), (, {'error': 8.390208654026317}), (, {'error': 0.3130987048762257}), (, {'error': 7.401188117421424}), (, {'error': 0.848641774997517}), (, {'error': 0.00956526674562408}), (, {'error': 0.5736158710222246}), (, {'error': 0.17137256864933326}), (, {'error': 0.21033570509196142}), (, {'error': 0.051730690458223094}), (, {'error': 0.9068112130568533}), (, {'error': 0.16925544791683822}), (, {'error': 0.17415843561617916}), (, {'error': 0.2661673349480165}), (, {'error': 0.17577237936715973}), (, {'error': 0.06106868426702805}), (, {'error': 0.3109350358972671}), (, {'error': 0.2917020641707344}), (, {'error': 0.1403929410252287})]) -Toy 12/25 -Time taken: 1 h, 7 min -Projected time left: 1 h, 12 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1355 (1355 total) | -| EDM = 1.55E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297508.0864907951 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.12 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 1.76 | 0.03 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.77 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.76 | 0.03 | | | -2 | 2 | | -| 6 | Dbar_p | 4.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 7.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.423 | 0.016 | | | -2 | 2 | | -| 11| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 12| p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.50 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 18| p4040_p | -3.38 | 0.15 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -1.05 | 0.22 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.52 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.03 | 0.23 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.009 -0.002 0.000 -0.001 0.002 -0.004 0.001 -0.005 -0.000 -0.001 -0.000 -0.002 -0.001 -0.000 0.001 -0.005 -0.000 -0.004 -0.003 -0.003 0.002 -0.002 0.000 | -| p4040_s | 0.009 1.000 -0.219 -0.006 -0.181 0.101 -0.148 0.016 -0.131 -0.009 -0.002 0.012 -0.015 0.051 0.073 -0.016 0.059 0.009 -0.283 0.355 0.160 -0.213 -0.065 0.000 | -| jpsi_p | -0.002 -0.219 1.000 -0.017 0.057 -0.139 0.202 -0.030 0.519 0.007 0.054 -0.015 0.017 -0.024 0.201 -0.029 -0.069 -0.044 0.284 -0.374 -0.274 0.117 0.284 -0.000 | -| phi_p | 0.000 -0.006 -0.017 1.000 0.008 -0.041 0.005 0.169 0.001 -0.127 0.033 -0.000 0.000 -0.226 -0.006 0.612 -0.011 0.001 -0.017 -0.019 -0.083 -0.019 -0.007 0.007 | -| p3770_p | -0.001 -0.181 0.057 0.008 1.000 -0.075 0.001 0.007 0.081 -0.005 0.022 -0.033 0.008 -0.035 0.097 0.012 -0.046 -0.073 0.114 -0.096 -0.028 0.101 -0.198 0.001 | -| bplus_1 | 0.002 0.101 -0.139 -0.041 -0.075 1.000 -0.179 -0.228 -0.294 0.105 -0.868 -0.040 -0.010 -0.030 -0.122 0.008 0.045 -0.032 -0.186 -0.163 -0.103 -0.205 -0.102 -0.005 | -| Dbar_p | -0.004 -0.148 0.202 0.005 0.001 -0.179 1.000 -0.031 -0.176 0.013 0.002 -0.010 0.008 -0.029 0.285 0.007 0.013 0.033 0.278 0.351 0.017 0.127 0.304 -0.001 | -| rho_s | 0.001 0.016 -0.030 0.169 0.007 -0.228 -0.031 1.000 -0.055 -0.508 0.304 -0.006 -0.002 0.075 -0.024 0.045 0.001 -0.003 -0.042 -0.028 -0.137 -0.042 -0.020 0.008 | -| DDstar_p | -0.005 -0.131 0.519 0.001 0.081 -0.294 -0.176 -0.055 1.000 0.020 0.026 0.019 0.017 -0.025 0.228 -0.006 0.051 -0.013 0.378 -0.187 0.006 0.195 0.153 -0.002 | -| omega_s | -0.000 -0.009 0.007 -0.127 -0.005 0.105 0.013 -0.508 0.020 1.000 -0.130 0.002 0.001 0.121 0.007 -0.040 -0.004 0.002 0.012 -0.001 0.040 0.012 0.006 -0.171 | -| bplus_0 | -0.001 -0.002 0.054 0.033 0.022 -0.868 0.002 0.304 0.026 -0.130 1.000 -0.000 0.001 0.067 0.008 -0.018 0.017 -0.005 0.042 -0.008 -0.154 0.025 0.049 0.007 | -| DDstar_s | -0.000 0.012 -0.015 -0.000 -0.033 -0.040 -0.010 -0.006 0.019 0.002 -0.000 1.000 -0.001 -0.005 -0.002 0.001 0.008 -0.003 -0.002 0.002 0.020 0.009 -0.019 -0.000 | -| p4160_s | -0.002 -0.015 0.017 0.000 0.008 -0.010 0.008 -0.002 0.017 0.001 0.001 -0.001 1.000 -0.002 0.003 0.000 0.002 -0.001 0.000 -0.014 -0.004 0.014 0.008 -0.000 | -| rho_p | -0.001 0.051 -0.024 -0.226 -0.035 -0.030 -0.029 0.075 -0.025 0.121 0.067 -0.005 -0.002 1.000 0.007 -0.170 0.051 -0.009 0.031 0.113 0.254 0.052 -0.003 0.027 | -| psi2s_p | -0.000 0.073 0.201 -0.006 0.097 -0.122 0.285 -0.024 0.228 0.007 0.008 -0.002 0.003 0.007 1.000 -0.014 0.041 -0.005 0.029 0.254 0.069 0.024 -0.274 -0.001 | -| phi_s | 0.001 -0.016 -0.029 0.612 0.012 0.008 0.007 0.045 -0.006 -0.040 -0.018 0.001 0.000 -0.170 -0.014 1.000 -0.026 0.004 -0.035 -0.050 -0.143 -0.038 -0.016 -0.002 | -| p4415_s | -0.005 0.059 -0.069 -0.011 -0.046 0.045 0.013 0.001 0.051 -0.004 0.017 0.008 0.002 0.051 0.041 -0.026 1.000 0.004 0.131 0.252 0.100 -0.033 -0.007 -0.000 | -| Dbar_s | -0.000 0.009 -0.044 0.001 -0.073 -0.032 0.033 -0.003 -0.013 0.002 -0.005 -0.003 -0.001 -0.009 -0.005 0.004 0.004 1.000 0.003 0.034 0.016 0.016 -0.016 0.000 | -| p4040_p | -0.004 -0.283 0.284 -0.017 0.114 -0.186 0.278 -0.042 0.378 0.012 0.042 -0.002 0.000 0.031 0.029 -0.035 0.131 0.003 1.000 0.009 0.063 0.086 0.239 -0.002 | -| Ctt | -0.003 0.355 -0.374 -0.019 -0.096 -0.163 0.351 -0.028 -0.187 -0.001 -0.008 0.002 -0.014 0.113 0.254 -0.050 0.252 0.034 0.009 1.000 0.725 0.038 -0.167 -0.001 | -| bplus_2 | -0.003 0.160 -0.274 -0.083 -0.028 -0.103 0.017 -0.137 0.006 0.040 -0.154 0.020 -0.004 0.254 0.069 -0.143 0.100 0.016 0.063 0.725 1.000 0.243 -0.119 -0.005 | -| p4415_p | 0.002 -0.213 0.117 -0.019 0.101 -0.205 0.127 -0.042 0.195 0.012 0.025 0.009 0.014 0.052 0.024 -0.038 -0.033 0.016 0.086 0.038 0.243 1.000 0.086 -0.002 | -| p3770_s | -0.002 -0.065 0.284 -0.007 -0.198 -0.102 0.304 -0.020 0.153 0.006 0.049 -0.019 0.008 -0.003 -0.274 -0.016 -0.007 -0.016 0.239 -0.167 -0.119 0.086 1.000 -0.001 | -| omega_p | 0.000 0.000 -0.000 0.007 0.001 -0.005 -0.001 0.008 -0.002 -0.171 0.007 -0.000 -0.000 0.027 -0.001 -0.002 -0.000 0.000 -0.002 -0.001 -0.005 -0.002 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010881697073254148}), (, {'error': 0.1773132249668784}), (, {'error': 0.03247107882243405}), (, {'error': 0.18291663702508432}), (, {'error': 0.09906325817613948}), (, {'error': 0.03174953537840364}), (, {'error': 0.3737714962741068}), (, {'error': 0.32252828968317415}), (, {'error': 0.4006419725321433}), (, {'error': 0.9301776458935871}), (, {'error': 0.016457500914226264}), (, {'error': 0.020102345797314736}), (, {'error': 0.015783956866803006}), (, {'error': 0.4121422843258262}), (, {'error': 0.034262479653065725}), (, {'error': 1.0230115729933669}), (, {'error': 0.18587167809925714}), (, {'error': 0.025906794384953552}), (, {'error': 0.15343335054411922}), (, {'error': 0.21906529213129722}), (, {'error': 0.07756977100782458}), (, {'error': 0.40391708462981013}), (, {'error': 0.23478895082817175}), (, {'error': 0.18102921056213628})]) -Toy 13/25 -Time taken: 1 h, 13 min -Projected time left: 1 h, 8 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1210 (1210 total) | -| EDM = 0.000616 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297361.99597143196 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.20 | 0.10 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.82 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -1.642 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -0.05 | 0.37 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.55 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 6 | Dbar_p | -4.54 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 5.5 | 1.2 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 11| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.30 | 0.28 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.899 | 0.032 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.2 | 1.6 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.46 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.30 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.78 | 0.21 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.34 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | 3.93 | 0.15 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.54 | 0.22 | | |0.918861 | 4.08114 | | -| 23| omega_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.509 -0.070 -0.004 0.140 0.051 -0.054 -0.022 -0.049 0.010 0.020 0.042 -0.171 0.004 -0.142 -0.002 -0.079 0.025 0.246 -0.305 -0.036 0.294 -0.023 0.003 | -| p4040_s | -0.509 1.000 0.028 0.008 -0.155 0.040 -0.079 0.017 -0.166 0.000 -0.039 -0.007 0.158 0.050 0.022 -0.009 0.201 -0.005 -0.185 0.345 -0.115 -0.147 0.108 0.000 | -| jpsi_p | -0.070 0.028 1.000 -0.056 -0.023 -0.030 0.154 -0.037 -0.132 -0.014 0.111 0.052 0.009 -0.091 -0.006 -0.029 -0.008 0.047 -0.100 0.277 -0.218 0.005 -0.074 -0.010 | -| phi_p | -0.004 0.008 -0.056 1.000 -0.010 0.011 0.003 0.056 -0.004 0.017 -0.016 0.000 0.009 0.181 -0.005 0.849 0.001 0.001 -0.001 0.007 -0.033 0.005 -0.000 0.043 | -| p3770_p | 0.140 -0.155 -0.023 -0.010 1.000 -0.094 0.276 -0.003 0.127 -0.004 0.035 0.036 -0.080 -0.017 -0.008 -0.006 -0.066 0.042 0.117 -0.214 0.060 0.016 -0.263 -0.002 | -| bplus_1 | 0.051 0.040 -0.030 0.011 -0.094 1.000 -0.063 0.305 -0.143 -0.165 -0.926 -0.012 0.019 -0.081 0.038 -0.059 -0.071 -0.005 0.052 0.076 0.001 0.102 -0.017 -0.045 | -| Dbar_p | -0.054 -0.079 0.154 0.003 0.276 -0.063 1.000 0.051 -0.192 -0.021 -0.066 -0.003 -0.057 0.017 -0.068 -0.011 0.062 0.025 -0.120 -0.331 0.069 -0.099 -0.093 -0.006 | -| rho_s | -0.022 0.017 -0.037 0.056 -0.003 0.305 0.051 1.000 0.094 -0.406 -0.362 0.005 0.019 0.148 -0.001 0.014 0.029 0.001 -0.010 -0.010 0.076 -0.012 0.002 -0.099 | -| DDstar_p | -0.049 -0.166 -0.132 -0.004 0.127 -0.143 -0.192 0.094 1.000 -0.047 -0.117 0.041 -0.103 -0.025 -0.140 -0.015 0.008 0.006 -0.035 -0.028 0.274 -0.198 0.045 -0.015 | -| omega_s | 0.010 0.000 -0.014 0.017 -0.004 -0.165 -0.021 -0.406 -0.047 1.000 0.187 -0.002 0.001 0.291 -0.002 0.058 -0.014 -0.000 0.005 0.017 -0.085 0.013 0.002 0.448 | -| bplus_0 | 0.020 -0.039 0.111 -0.016 0.035 -0.926 -0.066 -0.362 -0.117 0.187 1.000 -0.004 -0.036 0.078 -0.006 0.062 -0.036 -0.001 -0.006 0.038 -0.221 -0.005 -0.009 0.051 | -| DDstar_s | 0.042 -0.007 0.052 0.000 0.036 -0.012 -0.003 0.005 0.041 -0.002 -0.004 1.000 -0.001 -0.001 0.018 -0.000 -0.001 -0.001 0.023 -0.007 0.014 0.020 0.029 -0.001 | -| p4160_s | -0.171 0.158 0.009 0.009 -0.080 0.019 -0.057 0.019 -0.103 0.001 -0.036 -0.001 1.000 0.063 -0.026 -0.012 0.326 -0.002 0.288 0.286 -0.132 -0.130 0.029 0.000 | -| rho_p | 0.004 0.050 -0.091 0.181 -0.017 -0.081 0.017 0.148 -0.025 0.291 0.078 -0.001 0.063 1.000 -0.000 0.187 -0.000 0.001 0.009 0.106 -0.282 0.056 0.022 -0.041 | -| psi2s_p | -0.142 0.022 -0.006 -0.005 -0.008 0.038 -0.068 -0.001 -0.140 -0.002 -0.006 0.018 -0.026 -0.000 1.000 -0.006 0.035 0.023 -0.201 0.229 -0.049 -0.058 -0.432 -0.001 | -| phi_s | -0.002 -0.009 -0.029 0.849 -0.006 -0.059 -0.011 0.014 -0.015 0.058 0.062 -0.000 -0.012 0.187 -0.006 1.000 -0.005 0.000 -0.003 -0.019 0.015 -0.008 -0.008 0.053 | -| p4415_s | -0.079 0.201 -0.008 0.001 -0.066 -0.071 0.062 0.029 0.008 -0.014 -0.036 -0.001 0.326 -0.000 0.035 -0.005 1.000 0.000 -0.017 0.180 0.121 -0.164 0.014 -0.004 | -| Dbar_s | 0.025 -0.005 0.047 0.001 0.042 -0.005 0.025 0.001 0.006 -0.000 -0.001 -0.001 -0.002 0.001 0.023 0.000 0.000 1.000 0.016 -0.004 0.002 0.011 0.025 0.000 | -| p4040_p | 0.246 -0.185 -0.100 -0.001 0.117 0.052 -0.120 -0.010 -0.035 0.005 -0.006 0.023 0.288 0.009 -0.201 -0.003 -0.017 0.016 1.000 -0.231 -0.004 0.171 -0.047 0.001 | -| Ctt | -0.305 0.345 0.277 0.007 -0.214 0.076 -0.331 -0.010 -0.028 0.017 0.038 -0.007 0.286 0.106 0.229 -0.019 0.180 -0.004 -0.231 1.000 -0.658 0.026 -0.127 0.004 | -| bplus_2 | -0.036 -0.115 -0.218 -0.033 0.060 0.001 0.069 0.076 0.274 -0.085 -0.221 0.014 -0.132 -0.282 -0.049 0.015 0.121 0.002 -0.004 -0.658 1.000 -0.222 0.052 -0.024 | -| p4415_p | 0.294 -0.147 0.005 0.005 0.016 0.102 -0.099 -0.012 -0.198 0.013 -0.005 0.020 -0.130 0.056 -0.058 -0.008 -0.164 0.011 0.171 0.026 -0.222 1.000 0.000 0.004 | -| p3770_s | -0.023 0.108 -0.074 -0.000 -0.263 -0.017 -0.093 0.002 0.045 0.002 -0.009 0.029 0.029 0.022 -0.432 -0.008 0.014 0.025 -0.047 -0.127 0.052 0.000 1.000 0.000 | -| omega_p | 0.003 0.000 -0.010 0.043 -0.002 -0.045 -0.006 -0.099 -0.015 0.448 0.051 -0.001 0.000 -0.041 -0.001 0.053 -0.004 0.000 0.001 0.004 -0.024 0.004 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09753754002735304}), (, {'error': 0.17637716005597026}), (, {'error': 0.02414923250370382}), (, {'error': 0.36583884221122354}), (, {'error': 0.09043003146096606}), (, {'error': 0.06402617273648459}), (, {'error': 0.3128077058300085}), (, {'error': 0.33707527542927507}), (, {'error': 0.3203108444694571}), (, {'error': 1.1538176920301741}), (, {'error': 0.03470595913795793}), (, {'error': 0.023974614533496946}), (, {'error': 0.17122350053057245}), (, {'error': 0.2758067131598594}), (, {'error': 0.031589508096456775}), (, {'error': 1.575505827345392}), (, {'error': 0.19499617399083002}), (, {'error': 0.018026230835332058}), (, {'error': 0.22452662664807677}), (, {'error': 0.20661968284306875}), (, {'error': 0.09155363027165997}), (, {'error': 0.14610996094682793}), (, {'error': 0.2227691758905741}), (, {'error': 0.7673929863359521})]) -Toy 14/25 -Time taken: 1 h, 19 min -Projected time left: 1 h, 2 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.977E+05 | Ncalls=1314 (1314 total) | -| EDM = 2.6E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297668.8352318274 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.17 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -1.584 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -0.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 6 | Dbar_p | -3.88 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 1.66 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 11| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.01 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 2.109 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.03 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 18| p4040_p | 4.29 | 0.24 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.020 | 0.174 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.08 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | -2.30 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 23| omega_p | -5.8 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.500 -0.014 0.000 -0.002 0.043 0.065 -0.005 0.040 0.002 -0.009 0.018 -0.151 0.018 -0.130 -0.009 -0.054 0.009 0.280 -0.297 -0.067 0.266 0.003 0.002 | -| p4040_s | -0.500 1.000 -0.040 0.009 0.000 0.032 -0.077 0.025 -0.123 -0.004 -0.057 0.002 0.211 0.056 -0.046 -0.029 0.216 0.001 -0.170 0.315 -0.110 -0.158 -0.002 0.002 | -| jpsi_p | -0.014 -0.040 1.000 -0.023 0.001 -0.060 0.284 -0.010 0.034 -0.042 0.089 0.028 -0.029 -0.097 -0.035 0.018 -0.023 0.013 -0.051 0.225 -0.102 -0.005 0.002 -0.043 | -| phi_p | 0.000 0.009 -0.023 1.000 0.000 0.049 0.007 0.041 0.008 -0.070 -0.058 0.000 0.008 0.085 0.003 0.491 0.002 -0.000 0.001 0.004 -0.024 0.007 -0.000 -0.059 | -| p3770_p | -0.002 0.000 0.001 0.000 1.000 0.001 -0.004 -0.000 -0.002 0.000 0.000 -0.000 0.001 0.000 0.007 -0.000 0.001 -0.000 -0.002 0.007 -0.003 -0.000 -0.001 0.000 | -| bplus_1 | 0.043 0.032 -0.060 0.049 0.001 1.000 -0.080 0.368 -0.177 -0.213 -0.952 -0.004 -0.004 -0.085 0.006 -0.097 -0.085 -0.000 0.035 0.073 -0.206 0.096 -0.002 -0.131 | -| Dbar_p | 0.065 -0.077 0.284 0.007 -0.004 -0.080 1.000 0.022 -0.024 -0.010 -0.007 0.003 -0.040 0.010 0.138 -0.007 0.026 0.007 0.006 -0.182 0.059 -0.026 0.005 -0.005 | -| rho_s | -0.005 0.025 -0.010 0.041 -0.000 0.368 0.022 1.000 0.068 -0.249 -0.409 -0.001 0.018 0.099 0.027 -0.018 0.020 -0.001 0.000 -0.004 0.011 0.007 -0.000 -0.024 | -| DDstar_p | 0.040 -0.123 0.034 0.008 -0.002 -0.177 -0.024 0.068 1.000 -0.040 -0.038 0.016 -0.058 -0.020 -0.033 -0.005 0.010 0.004 0.038 -0.100 0.228 -0.102 0.003 -0.027 | -| omega_s | 0.002 -0.004 -0.042 -0.070 0.000 -0.213 -0.010 -0.249 -0.040 1.000 0.230 0.000 0.001 0.217 -0.021 0.054 -0.011 0.001 0.000 0.015 -0.055 0.006 0.000 0.903 | -| bplus_0 | -0.009 -0.057 0.089 -0.058 0.000 -0.952 -0.007 -0.409 -0.038 0.230 1.000 0.003 -0.034 0.086 -0.046 0.099 -0.009 0.002 -0.018 0.007 0.033 -0.045 0.002 0.141 | -| DDstar_s | 0.018 0.002 0.028 0.000 -0.000 -0.004 0.003 -0.001 0.016 0.000 0.003 1.000 0.002 -0.000 0.021 0.000 -0.001 -0.000 0.010 -0.001 0.000 0.010 0.000 0.000 | -| p4160_s | -0.151 0.211 -0.029 0.008 0.001 -0.004 -0.040 0.018 -0.058 0.001 -0.034 0.002 1.000 0.062 -0.055 -0.029 0.327 0.000 0.262 0.272 -0.113 -0.165 -0.001 0.005 | -| rho_p | 0.018 0.056 -0.097 0.085 0.000 -0.085 0.010 0.099 -0.020 0.217 0.086 -0.000 0.062 1.000 0.002 0.103 -0.010 -0.000 0.013 0.118 -0.285 0.067 -0.000 0.151 | -| psi2s_p | -0.130 -0.046 -0.035 0.003 0.007 0.006 0.138 0.027 -0.033 -0.021 -0.046 0.021 -0.055 0.002 1.000 -0.012 0.040 0.017 -0.206 0.075 0.046 -0.094 0.005 -0.014 | -| phi_s | -0.009 -0.029 0.018 0.491 -0.000 -0.097 -0.007 -0.018 -0.005 0.054 0.099 0.000 -0.029 0.103 -0.012 1.000 -0.000 0.000 -0.008 -0.052 0.101 -0.030 0.000 0.036 | -| p4415_s | -0.054 0.216 -0.023 0.002 0.001 -0.085 0.026 0.020 0.010 -0.011 -0.009 -0.001 0.327 -0.010 0.040 -0.000 1.000 -0.002 -0.029 0.174 0.150 -0.172 -0.001 -0.008 | -| Dbar_s | 0.009 0.001 0.013 -0.000 -0.000 -0.000 0.007 -0.001 0.004 0.001 0.002 -0.000 0.000 -0.000 0.017 0.000 -0.002 1.000 0.007 0.009 -0.001 0.005 0.000 0.000 | -| p4040_p | 0.280 -0.170 -0.051 0.001 -0.002 0.035 0.006 0.000 0.038 0.000 -0.018 0.010 0.262 0.013 -0.206 -0.008 -0.029 0.007 1.000 -0.292 -0.017 0.158 0.003 0.001 | -| Ctt | -0.297 0.315 0.225 0.004 0.007 0.073 -0.182 -0.004 -0.100 0.015 0.007 -0.001 0.272 0.118 0.075 -0.052 0.174 0.009 -0.292 1.000 -0.676 0.020 -0.001 0.017 | -| bplus_2 | -0.067 -0.110 -0.102 -0.024 -0.003 -0.206 0.059 0.011 0.228 -0.055 0.033 0.000 -0.113 -0.285 0.046 0.101 0.150 -0.001 -0.017 -0.676 1.000 -0.242 0.000 -0.057 | -| p4415_p | 0.266 -0.158 -0.005 0.007 -0.000 0.096 -0.026 0.007 -0.102 0.006 -0.045 0.010 -0.165 0.067 -0.094 -0.030 -0.172 0.005 0.158 0.020 -0.242 1.000 0.001 0.008 | -| p3770_s | 0.003 -0.002 0.002 -0.000 -0.001 -0.002 0.005 -0.000 0.003 0.000 0.002 0.000 -0.001 -0.000 0.005 0.000 -0.001 0.000 0.003 -0.001 0.000 0.001 1.000 0.000 | -| omega_p | 0.002 0.002 -0.043 -0.059 0.000 -0.131 -0.005 -0.024 -0.027 0.903 0.141 0.000 0.005 0.151 -0.014 0.036 -0.008 0.000 0.001 0.017 -0.057 0.008 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1070000720159463}), (, {'error': 0.17003437258755533}), (, {'error': 0.02413716657249143}), (, {'error': 0.18159740844864736}), (, {'error': 0.011718533073435289}), (, {'error': 0.06318974195208127}), (, {'error': 0.21215888885180867}), (, {'error': 0.3352220787423634}), (, {'error': 0.24626875286894823}), (, {'error': 3.914923682021399}), (, {'error': 0.03279488394411256}), (, {'error': 0.011627807045561211}), (, {'error': 0.17400693072071938}), (, {'error': 0.33266520972375657}), (, {'error': 0.025794275995433047}), (, {'error': 0.9761883050332774}), (, {'error': 0.20038725710485622}), (, {'error': 0.006872692322451024}), (, {'error': 0.24221628880136503}), (, {'error': 0.17392673845153328}), (, {'error': 0.08186319438632883}), (, {'error': 0.20396807891742408}), (, {'error': 0.010328317470331139}), (, {'error': 0.525109432980094})]) -Toy 15/25 -Time taken: 1 h, 26 min -Projected time left: 57 min, 20 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1512 (1512 total) | -| EDM = 1.99E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297289.26303629513 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.10 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.99 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -1.659 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -0.29 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.79 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 6 | Dbar_p | 1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 5.9 | 1.3 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.44 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.878 | 0.032 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.21 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 18| p4040_p | 3.93 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.30 | 0.20 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.09 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | -2.00 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.66 | 0.22 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.493 -0.032 -0.004 0.134 0.055 -0.045 -0.029 -0.120 0.023 0.046 0.049 -0.149 0.033 -0.122 0.003 -0.019 0.036 0.208 -0.305 -0.064 0.315 -0.029 -0.009 | -| p4040_s | -0.493 1.000 0.040 0.007 -0.142 0.029 -0.051 0.036 -0.157 0.001 -0.033 -0.012 0.095 0.030 0.039 -0.016 0.157 -0.008 -0.178 0.333 -0.107 -0.189 0.122 -0.002 | -| jpsi_p | -0.032 0.040 1.000 -0.034 -0.021 -0.010 0.165 -0.078 -0.240 -0.006 0.121 0.050 0.007 -0.040 0.024 0.004 -0.005 0.059 -0.073 0.251 -0.215 0.042 -0.066 0.008 | -| phi_p | -0.004 0.007 -0.034 1.000 -0.006 0.023 0.006 0.086 0.002 -0.012 -0.030 0.001 0.009 0.068 -0.002 0.661 0.005 0.001 -0.001 0.004 -0.027 0.003 0.001 -0.003 | -| p3770_p | 0.134 -0.142 -0.021 -0.006 1.000 -0.090 0.275 -0.008 0.096 -0.004 0.036 0.043 -0.056 -0.009 0.008 -0.001 -0.061 0.055 0.112 -0.194 0.037 0.038 -0.250 0.003 | -| bplus_1 | 0.055 0.029 -0.010 0.023 -0.090 1.000 -0.054 0.214 -0.140 -0.219 -0.917 -0.017 0.010 -0.312 0.038 -0.075 -0.038 -0.006 0.055 0.054 -0.157 0.105 -0.021 0.083 | -| Dbar_p | -0.045 -0.051 0.165 0.006 0.275 -0.054 1.000 0.053 -0.225 -0.029 -0.069 -0.009 -0.045 -0.025 -0.063 -0.017 0.033 0.035 -0.122 -0.342 0.031 -0.095 -0.096 0.011 | -| rho_s | -0.029 0.036 -0.078 0.086 -0.008 0.214 0.053 1.000 0.081 -0.254 -0.268 0.007 0.048 0.040 -0.005 0.053 0.034 0.003 -0.008 0.043 -0.118 0.000 0.011 0.207 | -| DDstar_p | -0.120 -0.157 -0.240 0.002 0.096 -0.140 -0.225 0.081 1.000 -0.076 -0.147 0.058 -0.085 -0.111 -0.170 -0.018 -0.035 0.008 -0.080 0.015 0.264 -0.211 0.034 0.032 | -| omega_s | 0.023 0.001 -0.006 -0.012 -0.004 -0.219 -0.029 -0.254 -0.076 1.000 0.256 -0.007 0.003 0.575 0.005 0.064 -0.016 -0.002 0.014 0.027 -0.077 0.031 0.006 -0.577 | -| bplus_0 | 0.046 -0.033 0.121 -0.030 0.036 -0.917 -0.069 -0.268 -0.147 0.256 1.000 -0.011 -0.031 0.361 0.010 0.082 -0.046 -0.003 0.009 0.048 -0.063 0.031 0.002 -0.098 | -| DDstar_s | 0.049 -0.012 0.050 0.001 0.043 -0.017 -0.009 0.007 0.058 -0.007 -0.011 1.000 -0.002 -0.010 0.017 -0.001 -0.005 -0.002 0.028 -0.009 0.025 0.015 0.036 0.003 | -| p4160_s | -0.149 0.095 0.007 0.009 -0.056 0.010 -0.045 0.048 -0.085 0.003 -0.031 -0.002 1.000 0.042 -0.028 -0.023 0.299 -0.003 0.311 0.268 -0.138 -0.198 0.040 -0.002 | -| rho_p | 0.033 0.030 -0.040 0.068 -0.009 -0.312 -0.025 0.040 -0.111 0.575 0.361 -0.010 0.042 1.000 0.012 0.126 -0.010 -0.002 0.027 0.100 -0.254 0.071 0.025 -0.159 | -| psi2s_p | -0.122 0.039 0.024 -0.002 0.008 0.038 -0.063 -0.005 -0.170 0.005 0.010 0.017 -0.028 0.012 1.000 -0.003 0.026 0.028 -0.188 0.251 -0.076 -0.044 -0.430 -0.002 | -| phi_s | 0.003 -0.016 0.004 0.661 -0.001 -0.075 -0.017 0.053 -0.018 0.064 0.082 -0.001 -0.023 0.126 -0.003 1.000 -0.011 -0.000 -0.003 -0.032 0.062 -0.009 -0.011 -0.036 | -| p4415_s | -0.019 0.157 -0.005 0.005 -0.061 -0.038 0.033 0.034 -0.035 -0.016 -0.046 -0.005 0.299 -0.010 0.026 -0.011 1.000 -0.002 0.031 0.201 0.051 -0.141 0.021 0.006 | -| Dbar_s | 0.036 -0.008 0.059 0.001 0.055 -0.006 0.035 0.003 0.008 -0.002 -0.003 -0.002 -0.003 -0.002 0.028 -0.000 -0.002 1.000 0.023 -0.011 0.006 0.011 0.033 0.000 | -| p4040_p | 0.208 -0.178 -0.073 -0.001 0.112 0.055 -0.122 -0.008 -0.080 0.014 0.009 0.028 0.311 0.027 -0.188 -0.003 0.031 0.023 1.000 -0.203 -0.036 0.157 -0.043 -0.005 | -| Ctt | -0.305 0.333 0.251 0.004 -0.194 0.054 -0.342 0.043 0.015 0.027 0.048 -0.009 0.268 0.100 0.251 -0.032 0.201 -0.011 -0.203 1.000 -0.640 -0.028 -0.089 -0.012 | -| bplus_2 | -0.064 -0.107 -0.215 -0.027 0.037 -0.157 0.031 -0.118 0.264 -0.077 -0.063 0.025 -0.138 -0.254 -0.076 0.062 0.051 0.006 -0.036 -0.640 1.000 -0.257 0.019 0.035 | -| p4415_p | 0.315 -0.189 0.042 0.003 0.038 0.105 -0.095 0.000 -0.211 0.031 0.031 0.015 -0.198 0.071 -0.044 -0.009 -0.141 0.011 0.157 -0.028 -0.257 1.000 0.001 -0.013 | -| p3770_s | -0.029 0.122 -0.066 0.001 -0.250 -0.021 -0.096 0.011 0.034 0.006 0.002 0.036 0.040 0.025 -0.430 -0.011 0.021 0.033 -0.043 -0.089 0.019 0.001 1.000 -0.002 | -| omega_p | -0.009 -0.002 0.008 -0.003 0.003 0.083 0.011 0.207 0.032 -0.577 -0.098 0.003 -0.002 -0.159 -0.002 -0.036 0.006 0.000 -0.005 -0.012 0.035 -0.013 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09187827772421642}), (, {'error': 0.17509605242991977}), (, {'error': 0.024389266951185817}), (, {'error': 0.22843890783220777}), (, {'error': 0.08869928461456045}), (, {'error': 0.0658443475782653}), (, {'error': 0.34202397194849254}), (, {'error': 0.36522095558051154}), (, {'error': 0.3726974395283038}), (, {'error': 1.2969051529433449}), (, {'error': 0.03491355136125884}), (, {'error': 0.03132119162313296}), (, {'error': 0.17162769515426168}), (, {'error': 0.34343349488518493}), (, {'error': 0.03150724697508345}), (, {'error': 1.1134666523042398}), (, {'error': 0.19226294446280912}), (, {'error': 0.024596763204262906}), (, {'error': 0.1873410390177428}), (, {'error': 0.199929675836936}), (, {'error': 0.09114751632741858}), (, {'error': 0.18277793054765423}), (, {'error': 0.22179425126202545}), (, {'error': 0.3929249052667858})]) -Toy 16/25 -Time taken: 1 h, 33 min -Projected time left: 52 min, 21 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1293 (1293 total) | -| EDM = 6.69E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297196.5485153103 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.47 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.99 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -1.656 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 6 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6.9 | 0.9 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.395 | 0.030 | | | -2 | 2 | | -| 11| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.883 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.96 | 0.20 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.50 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.77 | 0.21 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | 4.21 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.55 | 0.23 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.504 -0.054 0.001 0.174 0.029 -0.009 -0.017 0.074 0.011 0.004 0.054 -0.101 0.001 -0.138 0.010 -0.100 0.034 0.050 -0.358 0.036 0.282 -0.023 0.000 | -| p4040_s | -0.504 1.000 0.023 -0.001 -0.171 0.042 -0.047 0.041 -0.137 -0.032 -0.050 -0.007 -0.089 -0.000 0.058 -0.037 0.164 -0.008 -0.205 0.370 -0.126 -0.194 0.102 -0.000 | -| jpsi_p | -0.054 0.023 1.000 0.008 0.027 -0.094 0.190 -0.055 -0.005 0.033 0.135 0.072 -0.022 -0.001 -0.017 0.040 -0.006 0.062 -0.109 0.252 -0.195 -0.010 -0.060 0.001 | -| phi_p | 0.001 -0.001 0.008 1.000 0.001 -0.012 -0.002 -0.016 -0.002 0.019 0.014 -0.000 -0.001 0.001 0.001 -0.257 -0.001 -0.000 0.000 -0.001 0.002 -0.000 0.000 0.000 | -| p3770_p | 0.174 -0.171 0.027 0.001 1.000 -0.154 0.303 -0.012 0.194 0.007 0.070 0.044 -0.054 0.000 -0.009 0.010 -0.074 0.051 0.107 -0.232 0.088 0.021 -0.240 0.000 | -| bplus_1 | 0.029 0.042 -0.094 -0.012 -0.154 1.000 -0.093 0.390 -0.262 -0.171 -0.922 -0.019 0.068 -0.065 0.039 -0.148 -0.060 -0.006 0.077 0.126 -0.216 0.158 -0.036 0.005 | -| Dbar_p | -0.009 -0.047 0.190 -0.002 0.303 -0.093 1.000 0.058 -0.184 -0.031 -0.033 -0.001 -0.095 -0.006 -0.052 -0.028 0.026 0.033 -0.116 -0.333 0.060 -0.101 -0.067 0.000 | -| rho_s | -0.017 0.041 -0.055 -0.016 -0.012 0.390 0.058 1.000 0.085 -0.461 -0.469 0.003 0.052 -0.088 0.014 -0.101 0.031 0.001 0.016 0.044 -0.062 0.024 0.017 0.015 | -| DDstar_p | 0.074 -0.137 -0.005 -0.002 0.194 -0.262 -0.184 0.085 1.000 -0.033 -0.014 0.056 -0.084 -0.013 -0.085 -0.015 -0.041 0.004 -0.016 -0.020 0.247 -0.122 0.111 0.001 | -| omega_s | 0.011 -0.032 0.033 0.019 0.007 -0.171 -0.031 -0.461 -0.033 1.000 0.203 -0.001 -0.043 0.089 -0.009 0.066 -0.018 -0.001 -0.012 -0.053 0.099 -0.025 -0.015 -0.079 | -| bplus_0 | 0.004 -0.050 0.135 0.014 0.070 -0.922 -0.033 -0.469 -0.014 0.203 1.000 0.004 -0.067 0.076 -0.024 0.168 -0.018 0.001 -0.052 -0.017 0.003 -0.064 -0.015 -0.005 | -| DDstar_s | 0.054 -0.007 0.072 -0.000 0.044 -0.019 -0.001 0.003 0.056 -0.001 0.004 1.000 0.004 -0.000 0.028 0.000 -0.005 -0.002 0.037 -0.011 0.014 0.021 0.038 -0.000 | -| p4160_s | -0.101 -0.089 -0.022 -0.001 -0.054 0.068 -0.095 0.052 -0.084 -0.043 -0.067 0.004 1.000 0.001 -0.071 -0.053 0.328 -0.000 0.333 0.239 -0.177 -0.113 0.006 -0.000 | -| rho_p | 0.001 -0.000 -0.001 0.001 0.000 -0.065 -0.006 -0.088 -0.013 0.089 0.076 -0.000 0.001 1.000 -0.001 0.020 -0.002 0.000 -0.001 0.006 -0.023 0.002 0.000 -0.001 | -| psi2s_p | -0.138 0.058 -0.017 0.001 -0.009 0.039 -0.052 0.014 -0.085 -0.009 -0.024 0.028 -0.071 -0.001 1.000 -0.010 0.032 0.032 -0.223 0.239 -0.056 -0.072 -0.442 0.000 | -| phi_s | 0.010 -0.037 0.040 -0.257 0.010 -0.148 -0.028 -0.101 -0.015 0.066 0.168 0.000 -0.053 0.020 -0.010 1.000 -0.018 -0.001 -0.017 -0.069 0.139 -0.035 -0.020 -0.004 | -| p4415_s | -0.100 0.164 -0.006 -0.001 -0.074 -0.060 0.026 0.031 -0.041 -0.018 -0.018 -0.005 0.328 -0.002 0.032 -0.018 1.000 -0.002 0.044 0.214 0.048 -0.157 0.013 0.000 | -| Dbar_s | 0.034 -0.008 0.062 -0.000 0.051 -0.006 0.033 0.001 0.004 -0.001 0.001 -0.002 -0.000 0.000 0.032 -0.001 -0.002 1.000 0.026 -0.005 0.004 0.011 0.035 -0.000 | -| p4040_p | 0.050 -0.205 -0.109 0.000 0.107 0.077 -0.116 0.016 -0.016 -0.012 -0.052 0.037 0.333 -0.001 -0.223 -0.017 0.044 0.026 1.000 -0.188 -0.003 0.102 -0.037 0.000 | -| Ctt | -0.358 0.370 0.252 -0.001 -0.232 0.126 -0.333 0.044 -0.020 -0.053 -0.017 -0.011 0.239 0.006 0.239 -0.069 0.214 -0.005 -0.188 1.000 -0.684 0.003 -0.127 -0.001 | -| bplus_2 | 0.036 -0.126 -0.195 0.002 0.088 -0.216 0.060 -0.062 0.247 0.099 0.003 0.014 -0.177 -0.023 -0.056 0.139 0.048 0.004 -0.003 -0.684 1.000 -0.233 0.070 0.002 | -| p4415_p | 0.282 -0.194 -0.010 -0.000 0.021 0.158 -0.101 0.024 -0.122 -0.025 -0.064 0.021 -0.113 0.002 -0.072 -0.035 -0.157 0.011 0.102 0.003 -0.233 1.000 -0.018 -0.000 | -| p3770_s | -0.023 0.102 -0.060 0.000 -0.240 -0.036 -0.067 0.017 0.111 -0.015 -0.015 0.038 0.006 0.000 -0.442 -0.020 0.013 0.035 -0.037 -0.127 0.070 -0.018 1.000 0.000 | -| omega_p | 0.000 -0.000 0.001 0.000 0.000 0.005 0.000 0.015 0.001 -0.079 -0.005 -0.000 -0.000 -0.001 0.000 -0.004 0.000 -0.000 0.000 -0.001 0.002 -0.000 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10511286927677777}), (, {'error': 0.17670381090980786}), (, {'error': 0.0242278022519109}), (, {'error': 0.16735251145109764}), (, {'error': 0.09405489763741315}), (, {'error': 0.058503430547068414}), (, {'error': 0.3308807810685952}), (, {'error': 0.4138009769897557}), (, {'error': 0.35161659414988744}), (, {'error': 0.9259691962941909}), (, {'error': 0.02989425557002301}), (, {'error': 0.03129562045758616}), (, {'error': 0.17251376103863159}), (, {'error': 0.11490299924418901}), (, {'error': 0.031356578537351076}), (, {'error': 0.8946785641402748}), (, {'error': 0.19954897653772524}), (, {'error': 0.025005793803756282}), (, {'error': 0.18284504150653902}), (, {'error': 0.21118196461693906}), (, {'error': 0.07793811151961316}), (, {'error': 0.22143315467815317}), (, {'error': 0.22896906558932528}), (, {'error': 0.07557169306698253})]) -Toy 17/25 -Time taken: 1 h, 39 min -Projected time left: 46 min, 48 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1435 (1435 total) | -| EDM = 7.48E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297444.90488040354 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.20 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.72 | 0.17 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -4.663 | 0.032 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.58 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.89 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | -| 6 | Dbar_p | -2.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -1.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 8.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.420 | 0.027 | | | -2 | 2 | | -| 11| DDstar_s | -0.30 | 0.52 | | | -0.3 | 0.3 | | -| 12| p4160_s | 1.98 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.6 | 1.3 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.126 | 0.017 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.13 | 0.29 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.34 | 0.20 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.18 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.62 | 0.27 | | |0.918861 | 4.08114 | | -| 23| omega_p | 0.82 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.416 0.445 0.012 0.402 -0.088 -0.237 0.031 -0.389 0.001 -0.023 -0.337 -0.096 -0.027 0.133 0.012 0.017 -0.068 0.490 -0.223 0.248 -0.006 0.260 0.010 | -| p4040_s | -0.416 1.000 -0.049 -0.019 -0.124 0.139 -0.085 -0.022 0.275 -0.006 -0.040 0.022 0.126 0.064 -0.026 -0.038 -0.007 -0.068 -0.198 0.295 -0.220 -0.003 0.062 -0.003 | -| jpsi_p | 0.445 -0.049 1.000 -0.009 0.287 -0.024 -0.321 0.055 -0.283 -0.012 -0.121 -0.361 -0.042 -0.006 0.279 -0.028 0.011 -0.019 0.328 -0.149 0.341 -0.003 0.384 0.013 | -| phi_p | 0.012 -0.019 -0.009 1.000 0.009 0.004 -0.013 0.059 -0.006 -0.030 0.001 -0.007 -0.021 -0.217 0.001 0.750 -0.000 -0.006 0.008 -0.017 0.069 0.000 -0.000 0.034 | -| p3770_p | 0.402 -0.124 0.287 0.009 1.000 -0.206 -0.165 0.035 -0.476 -0.001 0.018 -0.207 -0.035 -0.011 0.160 0.005 0.009 0.060 0.353 -0.064 0.227 -0.001 0.041 0.012 | -| bplus_1 | -0.088 0.139 -0.024 0.004 -0.206 1.000 -0.142 0.255 0.384 -0.021 -0.852 0.145 0.087 0.009 0.023 -0.079 0.002 -0.029 -0.055 0.177 -0.251 -0.002 -0.054 0.090 | -| Dbar_p | -0.237 -0.085 -0.321 -0.013 -0.165 -0.142 1.000 0.042 -0.084 -0.009 -0.009 -0.466 -0.053 0.044 -0.367 -0.028 -0.006 0.230 -0.276 -0.475 -0.026 0.004 -0.406 0.013 | -| rho_s | 0.031 -0.022 0.055 0.059 0.035 0.255 0.042 1.000 -0.142 0.013 -0.373 -0.053 -0.016 0.167 0.000 -0.028 -0.000 0.012 0.021 -0.056 0.115 0.000 0.015 0.445 | -| DDstar_p | -0.389 0.275 -0.283 -0.006 -0.476 0.384 -0.084 -0.142 1.000 0.008 0.094 0.332 0.154 -0.031 -0.059 0.022 -0.005 0.124 -0.289 0.190 -0.451 -0.004 -0.235 -0.050 | -| omega_s | 0.001 -0.006 -0.012 -0.030 -0.001 -0.021 -0.009 0.013 0.008 1.000 0.029 0.002 -0.007 0.008 -0.001 0.010 -0.000 -0.004 0.001 -0.005 0.017 0.000 -0.002 0.698 | -| bplus_0 | -0.023 -0.040 -0.121 0.001 0.018 -0.852 -0.009 -0.373 0.094 0.029 1.000 0.037 -0.030 -0.041 -0.015 0.108 -0.001 -0.013 -0.022 0.028 -0.075 0.001 -0.032 -0.130 | -| DDstar_s | -0.337 0.022 -0.361 -0.007 -0.207 0.145 -0.466 -0.053 0.332 0.002 0.037 1.000 -0.012 -0.011 -0.078 0.007 -0.010 -0.044 -0.163 0.297 -0.187 0.004 -0.089 -0.021 | -| p4160_s | -0.096 0.126 -0.042 -0.021 -0.035 0.087 -0.053 -0.016 0.154 -0.007 -0.030 -0.012 1.000 0.077 -0.034 -0.044 -0.008 -0.051 0.269 0.214 -0.219 -0.007 0.012 0.000 | -| rho_p | -0.027 0.064 -0.006 -0.217 -0.011 0.009 0.044 0.167 -0.031 0.008 -0.041 -0.011 0.077 1.000 0.002 -0.180 0.001 0.024 -0.020 0.095 -0.248 -0.001 0.011 0.080 | -| psi2s_p | 0.133 -0.026 0.279 0.001 0.160 0.023 -0.367 0.000 -0.059 -0.001 -0.015 -0.078 -0.034 0.002 1.000 -0.003 0.004 -0.079 0.044 0.359 0.013 -0.002 -0.062 0.001 | -| phi_s | 0.012 -0.038 -0.028 0.750 0.005 -0.079 -0.028 -0.028 0.022 0.010 0.108 0.007 -0.044 -0.180 -0.003 1.000 -0.001 -0.015 0.008 -0.042 0.120 0.001 -0.011 0.019 | -| p4415_s | 0.017 -0.007 0.011 -0.000 0.009 0.002 -0.006 -0.000 -0.005 -0.000 -0.001 -0.010 -0.008 0.001 0.004 -0.001 1.000 -0.003 0.012 -0.002 -0.002 -0.010 0.007 0.000 | -| Dbar_s | -0.068 -0.068 -0.019 -0.006 0.060 -0.029 0.230 0.012 0.124 -0.004 -0.013 -0.044 -0.051 0.024 -0.079 -0.015 -0.003 1.000 -0.082 -0.191 -0.020 0.001 -0.113 0.005 | -| p4040_p | 0.490 -0.198 0.328 0.008 0.353 -0.055 -0.276 0.021 -0.289 0.001 -0.022 -0.163 0.269 -0.020 0.044 0.008 0.012 -0.082 1.000 -0.186 0.199 -0.005 0.168 0.007 | -| Ctt | -0.223 0.295 -0.149 -0.017 -0.064 0.177 -0.475 -0.056 0.190 -0.005 0.028 0.297 0.214 0.095 0.359 -0.042 -0.002 -0.191 -0.186 1.000 -0.614 -0.006 0.050 -0.008 | -| bplus_2 | 0.248 -0.220 0.341 0.069 0.227 -0.251 -0.026 0.115 -0.451 0.017 -0.075 -0.187 -0.219 -0.248 0.013 0.120 -0.002 -0.020 0.199 -0.614 1.000 0.002 0.177 0.023 | -| p4415_p | -0.006 -0.003 -0.003 0.000 -0.001 -0.002 0.004 0.000 -0.004 0.000 0.001 0.004 -0.007 -0.001 -0.002 0.001 -0.010 0.001 -0.005 -0.006 0.002 1.000 -0.003 -0.000 | -| p3770_s | 0.260 0.062 0.384 -0.000 0.041 -0.054 -0.406 0.015 -0.235 -0.002 -0.032 -0.089 0.012 0.011 -0.062 -0.011 0.007 -0.113 0.168 0.050 0.177 -0.003 1.000 0.007 | -| omega_p | 0.010 -0.003 0.013 0.034 0.012 0.090 0.013 0.445 -0.050 0.698 -0.130 -0.021 0.000 0.080 0.001 0.019 0.000 0.005 0.007 -0.008 0.023 -0.000 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1359970081497046}), (, {'error': 0.1706081212306373}), (, {'error': 0.031514430171076135}), (, {'error': 0.24859383279263447}), (, {'error': 0.1283473994320874}), (, {'error': 0.059478708920917}), (, {'error': 0.5864437817672885}), (, {'error': 0.339715824542998}), (, {'error': 0.5145681554939969}), (, {'error': 1.2880319634970032}), (, {'error': 0.02729843869387316}), (, {'error': 0.5244575508219594}), (, {'error': 0.16031329914526427}), (, {'error': 0.34548304644844174}), (, {'error': 0.035364031475832114}), (, {'error': 1.298043652044317}), (, {'error': 0.017153302879601}), (, {'error': 0.11151625882393376}), (, {'error': 0.2944758109806762}), (, {'error': 0.1985706857680336}), (, {'error': 0.08720318586853382}), (, {'error': 0.11378346313146626}), (, {'error': 0.27321783434616864}), (, {'error': 0.26632957311720507})]) -Toy 18/25 -Time taken: 1 h, 47 min -Projected time left: 41 min, 39 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=354 (354 total) | -| EDM = 4.7E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297140.90656681074 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -1.92 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.011 | 1.591 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 4.606 | 0.019 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 6.01 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.40 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.940 | 0.010 | | | -2 | 2 | | -| 6 | Dbar_p | 2.02 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 2.1 | 1.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 4.73 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 5.2 | 0.6 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.492 | 0.005 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.011 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.28 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 6.00 | 0.15 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.876 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.97 | 0.14 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 18| p4040_p | -5 | 8 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.71 | 0.11 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.19 | 0.05 | | | -2 | 2 | | -| 21| p4415_p | -1.53 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.16 | 0.17 | | |0.918861 | 4.08114 | | -| 23| omega_p | 0.31 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.010 -0.015 0.002 0.089 0.049 -0.020 -0.001 0.032 -0.001 0.043 0.018 -0.040 0.013 -0.088 -0.004 0.122 0.039 -0.014 -0.182 -0.084 0.079 -0.005 0.000 | -| p4040_s | -0.010 1.000 0.103 -0.006 -0.296 -0.115 0.208 0.004 -0.060 0.001 -0.095 -0.027 -0.676 -0.037 0.412 0.011 -0.217 -0.084 0.996 0.515 0.169 -0.104 0.185 -0.000 | -| jpsi_p | -0.015 0.103 1.000 -0.044 -0.005 0.020 0.229 0.003 0.032 -0.009 0.034 0.017 -0.086 -0.096 0.002 -0.002 -0.036 0.038 0.103 0.186 0.002 -0.012 0.004 -0.005 | -| phi_p | 0.002 -0.006 -0.044 1.000 -0.005 -0.019 0.003 0.004 -0.004 -0.004 -0.029 0.001 0.010 0.130 -0.002 0.536 0.006 0.002 -0.006 -0.009 -0.062 0.006 0.002 0.018 | -| p3770_p | 0.089 -0.296 -0.005 -0.005 1.000 0.004 0.121 -0.002 0.097 -0.002 0.008 0.014 0.182 -0.004 -0.084 -0.005 0.042 0.053 -0.297 -0.219 -0.078 0.075 -0.183 -0.000 | -| bplus_1 | 0.049 -0.115 0.020 -0.019 0.004 1.000 -0.195 -0.004 -0.256 -0.004 -0.337 0.002 0.019 -0.054 -0.073 0.000 -0.054 0.012 -0.115 -0.023 -0.179 0.084 -0.054 0.001 | -| Dbar_p | -0.020 0.208 0.229 0.003 0.121 -0.195 1.000 0.003 -0.209 -0.002 -0.194 -0.007 -0.154 -0.001 0.077 -0.005 -0.062 0.007 0.207 -0.038 -0.084 -0.057 0.022 0.000 | -| rho_s | -0.001 0.004 0.003 0.004 -0.002 -0.004 0.003 1.000 0.005 -0.057 -0.020 -0.000 -0.003 0.091 0.002 0.008 -0.000 -0.000 0.004 0.001 0.002 -0.002 -0.001 0.051 | -| DDstar_p | 0.032 -0.060 0.032 -0.004 0.097 -0.256 -0.209 0.005 1.000 -0.004 -0.255 0.008 -0.026 -0.014 -0.091 -0.008 -0.083 0.010 -0.062 0.054 -0.019 0.021 0.018 -0.002 | -| omega_s | -0.001 0.001 -0.009 -0.004 -0.002 -0.004 -0.002 -0.057 -0.004 1.000 0.001 0.000 -0.001 0.091 -0.001 0.014 -0.001 0.000 0.001 -0.002 -0.005 0.000 -0.001 0.359 | -| bplus_0 | 0.043 -0.095 0.034 -0.029 0.008 -0.337 -0.194 -0.020 -0.255 0.001 1.000 0.002 0.004 -0.038 -0.069 0.011 -0.059 0.011 -0.096 -0.017 -0.178 0.073 -0.049 0.003 | -| DDstar_s | 0.018 -0.027 0.017 0.001 0.014 0.002 -0.007 -0.000 0.008 0.000 0.002 1.000 0.020 0.001 0.001 -0.000 0.005 0.000 -0.027 -0.015 -0.004 0.011 0.006 0.000 | -| p4160_s | -0.040 -0.676 -0.086 0.010 0.182 0.019 -0.154 -0.003 -0.026 -0.001 0.004 0.020 1.000 0.042 -0.302 -0.012 0.209 0.056 -0.678 -0.227 -0.150 -0.079 -0.096 0.001 | -| rho_p | 0.013 -0.037 -0.096 0.130 -0.004 -0.054 -0.001 0.091 -0.014 0.091 -0.038 0.001 0.042 1.000 -0.009 0.108 0.018 0.005 -0.037 -0.028 -0.202 0.025 0.009 -0.187 | -| psi2s_p | -0.088 0.412 0.002 -0.002 -0.084 -0.073 0.077 0.002 -0.091 -0.001 -0.069 0.001 -0.302 -0.009 1.000 -0.001 -0.102 0.006 0.412 0.305 0.084 -0.084 -0.222 -0.001 | -| phi_s | -0.004 0.011 -0.002 0.536 -0.005 0.000 -0.005 0.008 -0.008 0.014 0.011 -0.000 -0.012 0.108 -0.001 1.000 -0.006 -0.000 0.011 0.003 0.027 -0.004 -0.005 0.007 | -| p4415_s | 0.122 -0.217 -0.036 0.006 0.042 -0.054 -0.062 -0.000 -0.083 -0.001 -0.059 0.005 0.209 0.018 -0.102 -0.006 1.000 0.015 -0.217 0.022 -0.031 -0.024 -0.029 0.000 | -| Dbar_s | 0.039 -0.084 0.038 0.002 0.053 0.012 0.007 -0.000 0.010 0.000 0.011 0.000 0.056 0.005 0.006 -0.000 0.015 1.000 -0.084 -0.033 -0.005 0.022 0.026 0.000 | -| p4040_p | -0.014 0.996 0.103 -0.006 -0.297 -0.115 0.207 0.004 -0.062 0.001 -0.096 -0.027 -0.678 -0.037 0.412 0.011 -0.217 -0.084 1.000 0.517 0.169 -0.106 0.186 -0.000 | -| Ctt | -0.182 0.515 0.186 -0.009 -0.219 -0.023 -0.038 0.001 0.054 -0.002 -0.017 -0.015 -0.227 -0.028 0.305 0.003 0.022 -0.033 0.517 1.000 -0.248 -0.141 -0.013 -0.000 | -| bplus_2 | -0.084 0.169 0.002 -0.062 -0.078 -0.179 -0.084 0.002 -0.019 -0.005 -0.178 -0.004 -0.150 -0.202 0.084 0.027 -0.031 -0.005 0.169 -0.248 1.000 -0.152 -0.005 -0.004 | -| p4415_p | 0.079 -0.104 -0.012 0.006 0.075 0.084 -0.057 -0.002 0.021 0.000 0.073 0.011 -0.079 0.025 -0.084 -0.004 -0.024 0.022 -0.106 -0.141 -0.152 1.000 -0.009 0.001 | -| p3770_s | -0.005 0.185 0.004 0.002 -0.183 -0.054 0.022 -0.001 0.018 -0.001 -0.049 0.006 -0.096 0.009 -0.222 -0.005 -0.029 0.026 0.186 -0.013 -0.005 -0.009 1.000 0.000 | -| omega_p | 0.000 -0.000 -0.005 0.018 -0.000 0.001 0.000 0.051 -0.002 0.359 0.003 0.000 0.001 -0.187 -0.001 0.007 0.000 0.000 -0.000 -0.000 -0.004 0.001 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06592905005842731}), (, {'error': 1.591146637234793}), (, {'error': 0.018977963949288856}), (, {'error': 0.24436184003860628}), (, {'error': 0.08524618775766402}), (, {'error': 0.010248095720964079}), (, {'error': 0.18272973556196703}), (, {'error': 1.4327243148759652}), (, {'error': 0.14603879187545754}), (, {'error': 0.5558483668689878}), (, {'error': 0.0053181369874976125}), (, {'error': 0.010767631597739469}), (, {'error': 0.15833780704622114}), (, {'error': 0.15276201515209298}), (, {'error': 0.02531382367392343}), (, {'error': 0.756182864629416}), (, {'error': 0.14072181287008995}), (, {'error': 0.010625373457495285}), (, {'error': 7.732983053789003}), (, {'error': 0.1097843260761957}), (, {'error': 0.04610689449801941}), (, {'error': 0.1683341832402463}), (, {'error': 0.16689598231899216}), (, {'error': 0.2620276787235247})]) -Toy 19/25 -Time taken: 1 h, 51 min -Projected time left: 35 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1885 (1885 total) | -| EDM = 0.000224 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297408.6026264748 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.31 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 0.67 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 1.67 | 0.03 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -5.52 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.89 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.95 | 0.07 | | | -2 | 2 | | -| 6 | Dbar_p | -4.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 2.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 11| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.59 | 0.30 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.27 | 0.22 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | 4.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.93 | 0.26 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.26 | 0.30 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.459 0.481 0.006 0.349 -0.008 0.088 0.001 -0.622 0.002 -0.016 -0.047 -0.068 -0.001 0.122 0.002 -0.122 -0.047 0.315 -0.303 0.146 0.495 0.190 0.000 | -| p4040_s | -0.459 1.000 -0.143 -0.003 -0.202 0.029 0.117 0.020 0.105 -0.017 -0.027 -0.016 -0.056 -0.001 0.036 -0.020 0.157 0.092 -0.209 0.370 -0.094 -0.226 0.107 0.000 | -| jpsi_p | 0.481 -0.143 1.000 -0.012 0.363 -0.004 -0.120 0.099 -0.639 -0.044 -0.182 -0.089 -0.079 -0.018 0.218 -0.053 -0.084 -0.182 0.217 -0.421 0.391 0.241 0.264 -0.003 | -| phi_p | 0.006 -0.003 -0.012 1.000 0.000 -0.034 0.013 -0.006 -0.010 -0.001 0.041 -0.003 -0.002 -0.021 0.002 0.601 -0.005 0.002 0.003 0.011 -0.000 0.005 0.002 -0.010 | -| p3770_p | 0.349 -0.202 0.363 0.000 1.000 -0.123 -0.456 0.075 -0.375 -0.035 -0.083 -0.031 -0.088 -0.013 0.050 -0.029 -0.052 -0.309 0.132 -0.417 0.205 0.124 -0.182 -0.002 | -| bplus_1 | -0.008 0.029 -0.004 -0.034 -0.123 1.000 0.124 0.327 0.057 -0.128 -0.903 -0.020 0.041 -0.064 0.010 -0.136 -0.046 0.026 0.047 0.131 -0.131 0.070 0.006 -0.012 | -| Dbar_p | 0.088 0.117 -0.120 0.013 -0.456 0.124 1.000 -0.180 -0.018 0.084 0.224 0.097 0.194 0.029 0.189 0.073 -0.081 0.277 0.291 0.580 -0.220 0.266 0.240 0.004 | -| rho_s | 0.001 0.020 0.099 -0.006 0.075 0.327 -0.180 1.000 -0.049 -0.432 -0.414 0.012 0.017 -0.143 0.003 -0.131 0.047 -0.058 -0.019 -0.079 0.007 -0.007 -0.007 -0.031 | -| DDstar_p | -0.622 0.105 -0.639 -0.010 -0.375 0.057 -0.018 -0.049 1.000 0.017 0.080 0.068 -0.030 0.010 -0.303 0.010 0.076 -0.196 -0.352 0.185 -0.261 -0.408 -0.316 0.001 | -| omega_s | 0.002 -0.017 -0.044 -0.001 -0.035 -0.128 0.084 -0.432 0.017 1.000 0.164 -0.003 -0.023 0.103 -0.003 0.062 -0.023 0.028 0.004 0.008 0.067 -0.007 -0.002 0.158 | -| bplus_0 | -0.016 -0.027 -0.182 0.041 -0.083 -0.903 0.224 -0.414 0.080 0.164 1.000 -0.011 -0.020 0.078 -0.011 0.168 -0.059 0.084 0.005 0.137 -0.122 -0.004 -0.005 0.014 | -| DDstar_s | -0.047 -0.016 -0.089 -0.003 -0.031 -0.020 0.097 0.012 0.068 -0.003 -0.011 1.000 -0.006 -0.003 -0.034 -0.002 -0.003 0.013 -0.018 0.060 0.021 -0.053 0.001 -0.001 | -| p4160_s | -0.068 -0.056 -0.079 -0.002 -0.088 0.041 0.194 0.017 -0.030 -0.023 -0.020 -0.006 1.000 0.002 -0.019 -0.029 0.305 0.097 0.365 0.283 -0.146 -0.062 0.059 0.001 | -| rho_p | -0.001 -0.001 -0.018 -0.021 -0.013 -0.064 0.029 -0.143 0.010 0.103 0.078 -0.003 0.002 1.000 -0.001 0.009 -0.007 0.009 0.004 0.021 -0.025 0.004 0.002 0.004 | -| psi2s_p | 0.122 0.036 0.218 0.002 0.050 0.010 0.189 0.003 -0.303 -0.003 -0.011 -0.034 -0.019 -0.001 1.000 -0.004 -0.002 -0.045 -0.012 0.237 0.021 0.102 -0.162 0.000 | -| phi_s | 0.002 -0.020 -0.053 0.601 -0.029 -0.136 0.073 -0.131 0.010 0.062 0.168 -0.002 -0.029 0.009 -0.004 1.000 -0.022 0.026 -0.001 0.004 0.080 -0.011 -0.008 0.001 | -| p4415_s | -0.122 0.157 -0.084 -0.005 -0.052 -0.046 -0.081 0.047 0.076 -0.023 -0.059 -0.003 0.305 -0.007 -0.002 -0.022 1.000 -0.013 0.004 0.148 0.084 -0.174 -0.012 -0.001 | -| Dbar_s | -0.047 0.092 -0.182 0.002 -0.309 0.026 0.277 -0.058 -0.196 0.028 0.084 0.013 0.097 0.009 -0.045 0.026 -0.013 1.000 0.035 0.166 -0.112 0.072 -0.020 0.001 | -| p4040_p | 0.315 -0.209 0.217 0.003 0.132 0.047 0.291 -0.019 -0.352 0.004 0.005 -0.018 0.365 0.004 -0.012 -0.001 0.004 0.035 1.000 -0.049 0.016 0.311 0.120 0.001 | -| Ctt | -0.303 0.370 -0.421 0.011 -0.417 0.131 0.580 -0.079 0.185 0.008 0.137 0.060 0.283 0.021 0.237 0.004 0.148 0.166 -0.049 1.000 -0.673 0.028 -0.001 0.004 | -| bplus_2 | 0.146 -0.094 0.391 -0.000 0.205 -0.131 -0.220 0.007 -0.261 0.067 -0.122 0.021 -0.146 -0.025 0.021 0.080 0.084 -0.112 0.016 -0.673 1.000 -0.094 0.086 -0.008 | -| p4415_p | 0.495 -0.226 0.241 0.005 0.124 0.070 0.266 -0.007 -0.408 -0.007 -0.004 -0.053 -0.062 0.004 0.102 -0.011 -0.174 0.072 0.311 0.028 -0.094 1.000 0.174 0.002 | -| p3770_s | 0.190 0.107 0.264 0.002 -0.182 0.006 0.240 -0.007 -0.316 -0.002 -0.005 0.001 0.059 0.002 -0.162 -0.008 -0.012 -0.020 0.120 -0.001 0.086 0.174 1.000 0.001 | -| omega_p | 0.000 0.000 -0.003 -0.010 -0.002 -0.012 0.004 -0.031 0.001 0.158 0.014 -0.001 0.001 0.004 0.000 0.001 -0.001 0.001 0.001 0.004 -0.008 0.002 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12395493892414322}), (, {'error': 0.18189484482688859}), (, {'error': 0.03315034136904638}), (, {'error': 0.1673935220139824}), (, {'error': 0.12949217265554314}), (, {'error': 0.0700168433501065}), (, {'error': 0.592428361861864}), (, {'error': 0.3895780427998899}), (, {'error': 0.541050858119668}), (, {'error': 0.9274108687959255}), (, {'error': 0.03737110522925002}), (, {'error': 0.12817017063474362}), (, {'error': 0.17030637221582245}), (, {'error': 0.14433908573634602}), (, {'error': 0.03364303182905459}), (, {'error': 1.0440218930466099}), (, {'error': 0.1919283222881607}), (, {'error': 0.4008257767342678}), (, {'error': 0.29577855235699224}), (, {'error': 0.22089855108506462}), (, {'error': 0.09418926362522106}), (, {'error': 0.17537467920709382}), (, {'error': 0.26183739557721886}), (, {'error': 0.2981800776336705})]) -Toy 20/25 -Time taken: 1 h, 59 min -Projected time left: 29 min, 55 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1307 (1307 total) | -| EDM = 6.87E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297281.86184571584 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.24 | 0.18 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -4.52 | 0.03 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 5.78 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.749 | 0.030 | | | -2 | 2 | | -| 6 | Dbar_p | -5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.27 | 0.36 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.417 | 0.016 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 12| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.7 | 1.5 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.48 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 18| p4040_p | -3.49 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -1.12 | 0.22 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.52 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | -1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.91 | 0.25 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.010 -0.003 -0.000 -0.003 0.001 -0.004 0.001 -0.005 -0.001 -0.000 -0.000 -0.002 -0.002 -0.000 0.001 -0.006 -0.000 -0.003 -0.003 -0.003 0.002 -0.002 0.000 | -| p4040_s | 0.010 1.000 -0.260 0.000 -0.233 0.101 -0.188 0.014 -0.162 -0.001 -0.019 0.008 -0.013 0.035 0.041 -0.014 0.067 0.002 -0.294 0.348 0.168 -0.208 -0.055 -0.000 | -| jpsi_p | -0.003 -0.260 1.000 0.001 0.226 -0.102 0.333 -0.018 0.502 0.001 0.069 -0.007 0.016 -0.008 0.259 -0.010 -0.077 -0.023 0.327 -0.330 -0.287 0.108 0.331 0.001 | -| phi_p | -0.000 0.000 0.001 1.000 -0.004 0.007 0.006 -0.013 0.007 0.009 -0.001 -0.000 0.000 0.103 0.005 0.499 0.004 -0.001 0.010 0.006 0.027 0.009 0.006 -0.001 | -| p3770_p | -0.003 -0.233 0.226 -0.004 1.000 -0.135 0.263 0.000 0.168 -0.008 0.044 -0.027 0.011 -0.033 0.146 0.002 -0.047 -0.045 0.243 -0.059 -0.056 0.141 -0.130 0.000 | -| bplus_1 | 0.001 0.101 -0.102 0.007 -0.135 1.000 -0.137 -0.322 -0.197 0.195 -0.907 -0.038 -0.007 0.144 -0.082 0.049 0.078 -0.030 -0.120 -0.124 -0.018 -0.154 -0.069 0.001 | -| Dbar_p | -0.004 -0.188 0.333 0.006 0.263 -0.137 1.000 -0.037 -0.159 0.019 0.016 -0.006 0.009 0.012 0.344 0.002 0.006 0.028 0.304 0.312 -0.004 0.106 0.331 -0.000 | -| rho_s | 0.001 0.014 -0.018 -0.013 0.000 -0.322 -0.037 1.000 -0.045 -0.627 0.381 -0.006 -0.001 -0.239 -0.025 -0.044 0.002 -0.003 -0.044 -0.048 -0.192 -0.050 -0.022 0.006 | -| DDstar_p | -0.005 -0.162 0.502 0.007 0.168 -0.197 -0.159 -0.045 1.000 0.021 0.027 0.013 0.015 0.006 0.224 0.004 0.024 -0.011 0.379 -0.189 -0.036 0.175 0.170 -0.000 | -| omega_s | -0.001 -0.001 0.001 0.009 -0.008 0.195 0.019 -0.627 0.021 1.000 -0.224 0.003 0.000 0.393 0.014 0.067 0.005 0.001 0.029 0.042 0.147 0.036 0.012 -0.080 | -| bplus_0 | -0.000 -0.019 0.069 -0.001 0.044 -0.907 0.016 0.381 0.027 -0.224 1.000 0.000 0.001 -0.154 0.009 -0.047 0.004 -0.002 0.039 -0.040 -0.223 0.011 0.049 -0.002 | -| DDstar_s | -0.000 0.008 -0.007 -0.000 -0.027 -0.038 -0.006 -0.006 0.013 0.003 0.000 1.000 -0.000 -0.000 0.002 0.001 0.007 -0.002 0.002 0.003 0.018 0.011 -0.009 0.000 | -| p4160_s | -0.002 -0.013 0.016 0.000 0.011 -0.007 0.009 -0.001 0.015 0.000 0.001 -0.000 1.000 -0.001 0.004 0.000 0.000 -0.000 -0.000 -0.012 -0.004 0.013 0.007 0.000 | -| rho_p | -0.002 0.035 -0.008 0.103 -0.033 0.144 0.012 -0.239 0.006 0.393 -0.154 -0.000 -0.001 1.000 0.026 0.111 0.045 -0.004 0.063 0.142 0.340 0.084 0.021 0.010 | -| psi2s_p | -0.000 0.041 0.259 0.005 0.146 -0.082 0.344 -0.025 0.224 0.014 0.009 0.002 0.004 0.026 1.000 -0.008 0.035 0.006 0.069 0.251 0.046 0.017 -0.183 -0.000 | -| phi_s | 0.001 -0.014 -0.010 0.499 0.002 0.049 0.002 -0.044 0.004 0.067 -0.047 0.001 0.000 0.111 -0.008 1.000 -0.018 0.002 -0.019 -0.047 -0.078 -0.023 -0.008 -0.003 | -| p4415_s | -0.006 0.067 -0.077 0.004 -0.047 0.078 0.006 0.002 0.024 0.005 0.004 0.007 0.000 0.045 0.035 -0.018 1.000 0.003 0.123 0.253 0.086 -0.052 -0.002 -0.000 | -| Dbar_s | -0.000 0.002 -0.023 -0.001 -0.045 -0.030 0.028 -0.003 -0.011 0.001 -0.002 -0.002 -0.000 -0.004 0.006 0.002 0.003 1.000 0.009 0.035 0.014 0.015 0.003 0.000 | -| p4040_p | -0.003 -0.294 0.327 0.010 0.243 -0.120 0.304 -0.044 0.379 0.029 0.039 0.002 -0.000 0.063 0.069 -0.019 0.123 0.009 1.000 0.023 0.046 0.063 0.232 -0.000 | -| Ctt | -0.003 0.348 -0.330 0.006 -0.059 -0.124 0.312 -0.048 -0.189 0.042 -0.040 0.003 -0.012 0.142 0.251 -0.047 0.253 0.035 0.023 1.000 0.733 0.040 -0.132 -0.001 | -| bplus_2 | -0.003 0.168 -0.287 0.027 -0.056 -0.018 -0.004 -0.192 -0.036 0.147 -0.223 0.018 -0.004 0.340 0.046 -0.078 0.086 0.014 0.046 0.733 1.000 0.241 -0.113 -0.001 | -| p4415_p | 0.002 -0.208 0.108 0.009 0.141 -0.154 0.106 -0.050 0.175 0.036 0.011 0.011 0.013 0.084 0.017 -0.023 -0.052 0.015 0.063 0.040 0.241 1.000 0.062 -0.000 | -| p3770_s | -0.002 -0.055 0.331 0.006 -0.130 -0.069 0.331 -0.022 0.170 0.012 0.049 -0.009 0.007 0.021 -0.183 -0.008 -0.002 0.003 0.232 -0.132 -0.113 0.062 1.000 -0.000 | -| omega_p | 0.000 -0.000 0.001 -0.001 0.000 0.001 -0.000 0.006 -0.000 -0.080 -0.002 0.000 0.000 0.010 -0.000 -0.003 -0.000 0.000 -0.000 -0.001 -0.001 -0.000 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01206751521205085}), (, {'error': 0.1779651735276282}), (, {'error': 0.03440089591621698}), (, {'error': 0.1974063780220936}), (, {'error': 0.1021305011902367}), (, {'error': 0.03024006047645711}), (, {'error': 0.3853685212022553}), (, {'error': 0.35897348394455675}), (, {'error': 0.38121877509223934}), (, {'error': 1.1147096522141346}), (, {'error': 0.016341049219071646}), (, {'error': 0.01831384075316489}), (, {'error': 0.015338629034947149}), (, {'error': 1.515076079491787}), (, {'error': 0.034877613383220485}), (, {'error': 0.940677120627627}), (, {'error': 0.1838520853901748}), (, {'error': 0.021198648467545267}), (, {'error': 0.13810437370040773}), (, {'error': 0.2176044835292288}), (, {'error': 0.0787652923185157}), (, {'error': 0.4177530485162646}), (, {'error': 0.25287620510153874}), (, {'error': 0.08055068538930499})]) -Toy 21/25 -Time taken: 2 h, 6 min -Projected time left: 24 min, 8 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=885 (885 total) | -| EDM = 0.000899 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297046.8203783244 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.19 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.15 | 0.17 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -1.648 | 0.024 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.77 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.57 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.94 | 0.07 | | | -2 | 2 | | -| 6 | Dbar_p | -4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 7.6 | 1.9 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.47 | 0.03 | | | -2 | 2 | | -| 11| DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 12| p4160_s | 1.83 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | 6.19 | 0.25 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 22.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.126 | 0.022 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.47 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.60 | 0.20 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 21| p4415_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 23| omega_p | -5.9 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.483 -0.059 -0.001 0.120 0.033 -0.094 -0.029 -0.035 0.010 0.036 0.041 -0.107 -0.008 -0.104 0.013 0.012 0.022 0.151 -0.299 0.010 -0.010 -0.005 0.003 | -| p4040_s | -0.483 1.000 0.073 -0.006 -0.138 0.049 -0.041 0.010 -0.179 0.001 -0.022 -0.011 -0.009 0.041 0.054 -0.032 -0.009 -0.007 -0.206 0.339 -0.170 -0.002 0.117 0.006 | -| jpsi_p | -0.059 0.073 1.000 0.010 -0.073 -0.015 0.057 -0.057 -0.187 -0.015 0.137 0.052 0.035 -0.061 0.024 0.045 0.002 0.049 -0.082 0.325 -0.263 -0.002 -0.066 -0.028 | -| phi_p | -0.001 -0.006 0.010 1.000 0.002 0.018 -0.002 -0.002 0.001 -0.155 -0.013 0.001 -0.009 -0.226 -0.002 0.430 -0.000 0.001 -0.004 -0.004 0.033 0.000 -0.005 -0.131 | -| p3770_p | 0.120 -0.138 -0.073 0.002 1.000 -0.088 0.170 -0.004 0.131 -0.007 0.031 0.044 -0.046 -0.014 -0.026 0.007 0.003 0.048 0.107 -0.169 0.072 0.003 -0.265 -0.008 | -| bplus_1 | 0.033 0.049 -0.015 0.018 -0.088 1.000 -0.027 0.268 -0.141 -0.145 -0.923 -0.016 0.060 -0.080 0.051 -0.121 0.004 -0.005 0.051 0.071 -0.108 -0.003 -0.008 -0.082 | -| Dbar_p | -0.094 -0.041 0.057 -0.002 0.170 -0.027 1.000 0.041 -0.288 -0.019 -0.061 -0.006 -0.091 0.014 -0.130 -0.028 -0.004 0.029 -0.168 -0.352 0.015 0.003 -0.178 -0.009 | -| rho_s | -0.029 0.010 -0.057 -0.002 -0.004 0.268 0.041 1.000 0.103 -0.275 -0.325 0.008 0.009 0.184 -0.013 -0.101 -0.001 0.003 -0.016 -0.009 0.023 -0.000 -0.002 -0.072 | -| DDstar_p | -0.035 -0.179 -0.187 0.001 0.131 -0.141 -0.288 0.103 1.000 -0.055 -0.148 0.051 -0.142 -0.025 -0.166 -0.029 -0.005 0.001 -0.061 0.028 0.302 0.013 0.050 -0.035 | -| omega_s | 0.010 0.001 -0.015 -0.155 -0.007 -0.145 -0.019 -0.275 -0.055 1.000 0.170 -0.004 0.003 0.202 0.002 0.021 0.001 -0.001 0.006 0.010 -0.042 -0.000 -0.001 0.881 | -| bplus_0 | 0.036 -0.022 0.137 -0.013 0.031 -0.923 -0.061 -0.325 -0.148 0.170 1.000 -0.010 -0.021 0.084 0.013 0.140 0.001 -0.003 0.005 0.054 -0.127 0.001 -0.005 0.096 | -| DDstar_s | 0.041 -0.011 0.052 0.001 0.044 -0.016 -0.006 0.008 0.051 -0.004 -0.010 1.000 -0.003 -0.002 0.016 -0.002 0.001 -0.001 0.030 -0.006 0.024 -0.000 0.032 -0.002 | -| p4160_s | -0.107 -0.009 0.035 -0.009 -0.046 0.060 -0.091 0.009 -0.142 0.003 -0.021 -0.003 1.000 0.052 -0.036 -0.040 -0.011 -0.004 0.349 0.231 -0.208 -0.011 0.033 0.009 | -| rho_p | -0.008 0.041 -0.061 -0.226 -0.014 -0.080 0.014 0.184 -0.025 0.202 0.084 -0.002 0.052 1.000 0.004 -0.092 0.002 0.001 0.006 0.078 -0.205 -0.002 0.013 0.127 | -| psi2s_p | -0.104 0.054 0.024 -0.002 -0.026 0.051 -0.130 -0.013 -0.166 0.002 0.013 0.016 -0.036 0.004 1.000 -0.001 -0.002 0.020 -0.174 0.261 -0.093 -0.001 -0.407 0.000 | -| phi_s | 0.013 -0.032 0.045 0.430 0.007 -0.121 -0.028 -0.101 -0.029 0.021 0.140 -0.002 -0.040 -0.092 -0.001 1.000 -0.001 -0.002 -0.003 -0.041 0.106 0.001 -0.015 0.010 | -| p4415_s | 0.012 -0.009 0.002 -0.000 0.003 0.004 -0.004 -0.001 -0.005 0.001 0.001 0.001 -0.011 0.002 -0.002 -0.001 1.000 0.000 0.005 -0.002 -0.011 -0.014 0.000 0.001 | -| Dbar_s | 0.022 -0.007 0.049 0.001 0.048 -0.005 0.029 0.003 0.001 -0.001 -0.003 -0.001 -0.004 0.001 0.020 -0.002 0.000 1.000 0.017 -0.011 0.004 -0.000 0.022 -0.000 | -| p4040_p | 0.151 -0.206 -0.082 -0.004 0.107 0.051 -0.168 -0.016 -0.061 0.006 0.005 0.030 0.349 0.006 -0.174 -0.003 0.005 0.017 1.000 -0.204 -0.001 -0.008 -0.007 0.003 | -| Ctt | -0.299 0.339 0.325 -0.004 -0.169 0.071 -0.352 -0.009 0.028 0.010 0.054 -0.006 0.231 0.078 0.261 -0.041 -0.002 -0.011 -0.204 1.000 -0.679 -0.009 -0.104 0.014 | -| bplus_2 | 0.010 -0.170 -0.263 0.033 0.072 -0.108 0.015 0.023 0.302 -0.042 -0.127 0.024 -0.208 -0.205 -0.093 0.106 -0.011 0.004 -0.001 -0.679 1.000 0.006 0.055 -0.049 | -| p4415_p | -0.010 -0.002 -0.002 0.000 0.003 -0.003 0.003 -0.000 0.013 -0.000 0.001 -0.000 -0.011 -0.002 -0.001 0.001 -0.014 -0.000 -0.008 -0.009 0.006 1.000 -0.001 -0.000 | -| p3770_s | -0.005 0.117 -0.066 -0.005 -0.265 -0.008 -0.178 -0.002 0.050 -0.001 -0.005 0.032 0.033 0.013 -0.407 -0.015 0.000 0.022 -0.007 -0.104 0.055 -0.001 1.000 0.000 | -| omega_p | 0.003 0.006 -0.028 -0.131 -0.008 -0.082 -0.009 -0.072 -0.035 0.881 0.096 -0.002 0.009 0.127 0.000 0.010 0.001 -0.000 0.003 0.014 -0.049 -0.000 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11141539092467578}), (, {'error': 0.16813535784378114}), (, {'error': 0.023965869728235223}), (, {'error': 0.1431966255155972}), (, {'error': 0.0893833880142656}), (, {'error': 0.0665900453708308}), (, {'error': 0.3247608869193126}), (, {'error': 0.34413674402636707}), (, {'error': 0.3685061717519629}), (, {'error': 1.876134953786984}), (, {'error': 0.03392983549567552}), (, {'error': 0.027263270682256147}), (, {'error': 0.16033871299761127}), (, {'error': 0.24872523997150076}), (, {'error': 0.03198479737377102}), (, {'error': 0.9271132634666959}), (, {'error': 0.02219383965874812}), (, {'error': 0.01935915313375891}), (, {'error': 0.1594578369917845}), (, {'error': 0.19915703677883922}), (, {'error': 0.08984686825712584}), (, {'error': 0.22363462180810556}), (, {'error': 0.2257896527226655}), (, {'error': 0.4682307791750282})]) -Toy 22/25 -Time taken: 2 h, 12 min -Projected time left: 18 min, 6 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1369 (1369 total) | -| EDM = 0.00418 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297195.8514090724 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.13 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.09 | 0.19 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 1.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 5.62 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.42 | 0.12 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | 0.917 | 0.023 | | | -2 | 2 | | -| 6 | Dbar_p | 2.9 | 1.2 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.93 | 0.31 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 6.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | -0.456 | 0.011 | | | -2 | 2 | | -| 11| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.23 | 0.19 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.22 | 0.18 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.73 | 0.30 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.05 | 0.15 | | | -1.5 | 1.5 | | -| 20| bplus_2 | 0.28 | 0.07 | | | -2 | 2 | | -| 21| p4415_p | 4.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.93 | 0.28 | | |0.918861 | 4.08114 | | -| 23| omega_p | -6.16 | 0.31 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.299 0.861 0.011 -0.014 0.398 0.770 -0.096 -0.901 0.054 0.393 -0.260 0.464 -0.111 0.648 0.078 -0.123 0.403 0.804 -0.371 0.015 0.863 0.580 0.027 | -| p4040_s | 0.299 1.000 0.425 0.009 -0.227 0.192 0.544 -0.051 -0.530 0.029 0.182 -0.185 0.272 -0.039 0.356 0.032 0.061 0.255 0.331 0.118 -0.017 0.381 0.355 0.015 | -| jpsi_p | 0.861 0.425 1.000 0.012 -0.018 0.341 0.729 -0.082 -0.885 0.046 0.321 -0.279 0.473 -0.098 0.693 0.066 -0.128 0.392 0.793 -0.360 0.107 0.805 0.630 0.024 | -| phi_p | 0.011 0.009 0.012 1.000 0.002 0.005 0.004 -0.007 -0.010 -0.014 -0.018 -0.001 0.011 0.084 0.011 0.368 0.002 0.006 0.012 0.001 -0.022 0.011 0.013 -0.008 | -| p3770_p | -0.014 -0.227 -0.018 0.002 1.000 -0.152 -0.380 0.030 0.191 -0.016 -0.125 0.085 -0.152 0.027 0.022 -0.022 -0.056 -0.092 0.007 -0.030 0.037 -0.097 -0.107 -0.005 | -| bplus_1 | 0.398 0.192 0.341 0.005 -0.152 1.000 0.461 0.031 -0.443 -0.011 -0.404 -0.217 0.215 -0.072 0.265 0.021 -0.152 0.167 0.350 -0.062 -0.165 0.405 0.193 0.003 | -| Dbar_p | 0.770 0.544 0.729 0.004 -0.380 0.461 1.000 -0.107 -0.936 0.057 0.458 -0.253 0.572 -0.127 0.574 0.086 -0.074 0.469 0.713 -0.214 -0.047 0.805 0.442 0.026 | -| rho_s | -0.096 -0.051 -0.082 -0.007 0.030 0.031 -0.107 1.000 0.104 -0.345 -0.171 0.056 -0.064 0.049 -0.061 -0.005 0.034 -0.038 -0.089 0.002 0.127 -0.101 -0.060 0.051 | -| DDstar_p | -0.901 -0.530 -0.885 -0.010 0.191 -0.443 -0.936 0.104 1.000 -0.059 -0.440 0.291 -0.581 0.128 -0.701 -0.089 0.105 -0.481 -0.836 0.261 -0.009 -0.888 -0.590 -0.029 | -| omega_s | 0.054 0.029 0.046 -0.014 -0.016 -0.011 0.057 -0.345 -0.059 1.000 0.071 -0.028 0.034 0.033 0.036 0.035 -0.016 0.022 0.050 -0.012 -0.048 0.055 0.034 0.655 | -| bplus_0 | 0.393 0.182 0.321 -0.018 -0.125 -0.404 0.458 -0.171 -0.440 0.071 1.000 -0.207 0.203 -0.096 0.261 0.068 -0.141 0.169 0.341 -0.080 -0.186 0.390 0.194 0.020 | -| DDstar_s | -0.260 -0.185 -0.279 -0.001 0.085 -0.217 -0.253 0.056 0.291 -0.028 -0.207 1.000 -0.193 0.045 -0.227 -0.033 0.011 -0.155 -0.250 0.078 0.039 -0.274 -0.174 -0.011 | -| p4160_s | 0.464 0.272 0.473 0.011 -0.152 0.215 0.572 -0.064 -0.581 0.034 0.203 -0.193 1.000 -0.028 0.353 0.028 0.183 0.265 0.605 0.018 -0.063 0.450 0.335 0.018 | -| rho_p | -0.111 -0.039 -0.098 0.084 0.027 -0.072 -0.127 0.049 0.128 0.033 -0.096 0.045 -0.028 1.000 -0.079 0.059 0.025 -0.050 -0.089 0.111 -0.247 -0.092 -0.046 -0.109 | -| psi2s_p | 0.648 0.356 0.693 0.011 0.022 0.265 0.574 -0.061 -0.701 0.036 0.261 -0.227 0.353 -0.079 1.000 0.056 -0.071 0.291 0.562 -0.041 0.036 0.614 0.303 0.020 | -| phi_s | 0.078 0.032 0.066 0.368 -0.022 0.021 0.086 -0.005 -0.089 0.035 0.068 -0.033 0.028 0.059 0.056 1.000 -0.019 0.035 0.065 -0.064 0.098 0.069 0.035 0.010 | -| p4415_s | -0.123 0.061 -0.128 0.002 -0.056 -0.152 -0.074 0.034 0.105 -0.016 -0.141 0.011 0.183 0.025 -0.071 -0.019 1.000 -0.038 -0.072 0.244 0.097 -0.159 -0.063 -0.005 | -| Dbar_s | 0.403 0.255 0.392 0.006 -0.092 0.167 0.469 -0.038 -0.481 0.022 0.169 -0.155 0.265 -0.050 0.291 0.035 -0.038 1.000 0.357 -0.205 -0.009 0.401 0.221 0.012 | -| p4040_p | 0.804 0.331 0.793 0.012 0.007 0.350 0.713 -0.089 -0.836 0.050 0.341 -0.250 0.605 -0.089 0.562 0.065 -0.072 0.357 1.000 -0.331 0.016 0.779 0.527 0.025 | -| Ctt | -0.371 0.118 -0.360 0.001 -0.030 -0.062 -0.214 0.002 0.261 -0.012 -0.080 0.078 0.018 0.111 -0.041 -0.064 0.244 -0.205 -0.331 1.000 -0.556 -0.265 -0.249 -0.006 | -| bplus_2 | 0.015 -0.017 0.107 -0.022 0.037 -0.165 -0.047 0.127 -0.009 -0.048 -0.186 0.039 -0.063 -0.247 0.036 0.098 0.097 -0.009 0.016 -0.556 1.000 -0.054 0.059 -0.018 | -| p4415_p | 0.863 0.381 0.805 0.011 -0.097 0.405 0.805 -0.101 -0.888 0.055 0.390 -0.274 0.450 -0.092 0.614 0.069 -0.159 0.401 0.779 -0.265 -0.054 1.000 0.544 0.027 | -| p3770_s | 0.580 0.355 0.630 0.013 -0.107 0.193 0.442 -0.060 -0.590 0.034 0.194 -0.174 0.335 -0.046 0.303 0.035 -0.063 0.221 0.527 -0.249 0.059 0.544 1.000 0.019 | -| omega_p | 0.027 0.015 0.024 -0.008 -0.005 0.003 0.026 0.051 -0.029 0.655 0.020 -0.011 0.018 -0.109 0.020 0.010 -0.005 0.012 0.025 -0.006 -0.018 0.027 0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23635467016876976}), (, {'error': 0.18834080330505842}), (, {'error': 0.058759624470464455}), (, {'error': 0.16156604014310805}), (, {'error': 0.11790815501578233}), (, {'error': 0.022614826281962763}), (, {'error': 1.1668730321352614}), (, {'error': 0.30764906246537516}), (, {'error': 10.286359230474153}), (, {'error': 1.33805259801822}), (, {'error': 0.011204435627995668}), (, {'error': 0.06986471855070592}), (, {'error': 0.19099365149029834}), (, {'error': 0.40636788459165185}), (, {'error': 0.044384505951502895}), (, {'error': 0.89825747018884}), (, {'error': 0.17951822117033445}), (, {'error': 0.11162233368977362}), (, {'error': 0.3030709663952251}), (, {'error': 0.15073491243792825}), (, {'error': 0.06901344110304652}), (, {'error': 0.3602678076303354}), (, {'error': 0.2821341766078409}), (, {'error': 0.3074491902829348})]) -Toy 23/25 -Time taken: 2 h, 20 min -Projected time left: 12 min, 10 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=912 (912 total) | -| EDM = 3.99E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297113.9221847331 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | 4.34 | 0.09 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.04 | 0.16 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | -1.641 | 0.026 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | 0.24 | 0.49 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | -2.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 6 | Dbar_p | -4.45 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | 4.97 | 0.32 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 5.3 | 3.1 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.432 | 0.018 | | | -2 | 2 | | -| 11| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.57 | 0.16 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.21 | 0.71 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.9 | 2.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.48 | 0.19 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 18| p4040_p | -1.86 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.52 | 0.22 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.22 | 0.08 | | | -2 | 2 | | -| 21| p4415_p | -2.35 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 3.33 | 0.22 | | |0.918861 | 4.08114 | | -| 23| omega_p | 0.19 | 0.55 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 -0.479 -0.036 -0.005 0.225 -0.007 0.018 0.003 0.220 -0.010 0.017 0.038 -0.176 -0.020 -0.130 -0.004 -0.162 0.026 0.410 -0.418 -0.086 0.307 0.033 -0.007 | -| p4040_s | -0.479 1.000 -0.076 -0.014 -0.133 -0.032 -0.177 0.006 -0.143 0.015 0.019 0.008 0.209 0.059 -0.120 -0.023 0.220 0.002 -0.174 0.260 0.126 -0.126 0.062 0.010 | -| jpsi_p | -0.036 -0.076 1.000 -0.029 0.057 0.039 0.174 0.044 0.151 -0.077 -0.039 0.049 -0.041 -0.119 -0.030 -0.022 -0.013 0.044 -0.063 0.233 0.112 -0.036 -0.048 -0.059 | -| phi_p | -0.005 -0.014 -0.029 1.000 0.001 -0.018 0.001 0.045 0.010 -0.069 0.025 0.001 -0.014 -0.084 -0.009 0.920 0.002 0.001 -0.003 -0.017 -0.049 -0.016 -0.010 -0.009 | -| p3770_p | 0.225 -0.133 0.057 0.001 1.000 0.117 0.330 0.050 0.255 -0.040 0.040 0.020 -0.069 -0.046 0.057 -0.000 -0.067 0.031 0.215 -0.221 -0.103 0.044 -0.193 -0.027 | -| bplus_1 | -0.007 -0.032 0.039 -0.018 0.117 1.000 0.198 -0.238 0.361 0.171 -0.824 0.001 -0.013 0.161 0.018 0.006 0.134 0.001 -0.001 -0.171 -0.288 -0.094 0.064 0.109 | -| Dbar_p | 0.018 -0.177 0.174 0.001 0.330 0.198 1.000 0.065 -0.108 -0.036 0.033 0.004 -0.102 -0.017 -0.053 -0.005 0.045 0.021 -0.004 -0.345 -0.104 -0.105 -0.039 -0.023 | -| rho_s | 0.003 0.006 0.044 0.045 0.050 -0.238 0.065 1.000 0.096 -0.533 0.366 0.001 0.021 -0.152 0.008 0.002 0.034 0.001 -0.001 0.003 -0.019 -0.002 0.030 -0.329 | -| DDstar_p | 0.220 -0.143 0.151 0.010 0.255 0.361 -0.108 0.096 1.000 -0.067 0.025 0.027 -0.085 -0.070 -0.012 0.008 -0.018 0.000 0.170 -0.104 -0.282 -0.032 0.179 -0.043 | -| omega_s | -0.010 0.015 -0.077 -0.069 -0.040 0.171 -0.036 -0.533 -0.067 1.000 -0.246 -0.000 0.008 0.389 -0.009 -0.012 -0.020 -0.000 -0.006 0.026 0.093 0.016 -0.016 0.843 | -| bplus_0 | 0.017 0.019 -0.039 0.025 0.040 -0.824 0.033 0.366 0.025 -0.246 1.000 0.000 0.032 -0.221 -0.005 -0.006 0.020 0.001 0.014 -0.029 -0.045 0.016 0.053 -0.156 | -| DDstar_s | 0.038 0.008 0.049 0.001 0.020 0.001 0.004 0.001 0.027 -0.000 0.000 1.000 0.007 -0.000 0.022 0.001 -0.001 -0.001 0.020 -0.001 0.004 0.029 0.023 -0.000 | -| p4160_s | -0.176 0.209 -0.041 -0.014 -0.069 -0.013 -0.102 0.021 -0.085 0.008 0.032 0.007 1.000 0.061 -0.086 -0.025 0.343 0.002 0.228 0.249 0.156 -0.107 0.006 0.005 | -| rho_p | -0.020 0.059 -0.119 -0.084 -0.046 0.161 -0.017 -0.152 -0.070 0.389 -0.221 -0.000 0.061 1.000 -0.007 -0.035 -0.014 0.001 -0.018 0.104 0.276 0.054 0.002 0.152 | -| psi2s_p | -0.130 -0.120 -0.030 -0.009 0.057 0.018 -0.053 0.008 -0.012 -0.009 -0.005 0.022 -0.086 -0.007 1.000 -0.009 0.031 0.024 -0.167 0.189 -0.003 -0.103 -0.448 -0.007 | -| phi_s | -0.004 -0.023 -0.022 0.920 -0.000 0.006 -0.005 0.002 0.008 -0.012 -0.006 0.001 -0.025 -0.035 -0.009 1.000 -0.001 0.000 -0.001 -0.030 -0.080 -0.023 -0.016 0.031 | -| p4415_s | -0.162 0.220 -0.013 0.002 -0.067 0.134 0.045 0.034 -0.018 -0.020 0.020 -0.001 0.343 -0.014 0.031 -0.001 1.000 -0.000 -0.108 0.182 -0.118 -0.195 0.010 -0.013 | -| Dbar_s | 0.026 0.002 0.044 0.001 0.031 0.001 0.021 0.001 0.000 -0.000 0.001 -0.001 0.002 0.001 0.024 0.000 -0.000 1.000 0.018 0.003 0.004 0.015 0.026 0.000 | -| p4040_p | 0.410 -0.174 -0.063 -0.003 0.215 -0.001 -0.004 -0.001 0.170 -0.006 0.014 0.020 0.228 -0.018 -0.167 -0.001 -0.108 0.018 1.000 -0.385 -0.099 0.217 -0.036 -0.005 | -| Ctt | -0.418 0.260 0.233 -0.017 -0.221 -0.171 -0.345 0.003 -0.104 0.026 -0.029 -0.001 0.249 0.104 0.189 -0.030 0.182 0.003 -0.385 1.000 0.684 -0.018 -0.201 0.016 | -| bplus_2 | -0.086 0.126 0.112 -0.049 -0.103 -0.288 -0.104 -0.019 -0.282 0.093 -0.045 0.004 0.156 0.276 -0.003 -0.080 -0.118 0.004 -0.099 0.684 1.000 0.180 -0.114 0.061 | -| p4415_p | 0.307 -0.126 -0.036 -0.016 0.044 -0.094 -0.105 -0.002 -0.032 0.016 0.016 0.029 -0.107 0.054 -0.103 -0.023 -0.195 0.015 0.217 -0.018 0.180 1.000 0.004 0.010 | -| p3770_s | 0.033 0.062 -0.048 -0.010 -0.193 0.064 -0.039 0.030 0.179 -0.016 0.053 0.023 0.006 0.002 -0.448 -0.016 0.010 0.026 -0.036 -0.201 -0.114 0.004 1.000 -0.011 | -| omega_p | -0.007 0.010 -0.059 -0.009 -0.027 0.109 -0.023 -0.329 -0.043 0.843 -0.156 -0.000 0.005 0.152 -0.007 0.031 -0.013 0.000 -0.005 0.016 0.061 0.010 -0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09335806576119943}), (, {'error': 0.16091067577156065}), (, {'error': 0.026366923298708933}), (, {'error': 0.490908904572926}), (, {'error': 0.09933501876329309}), (, {'error': 0.03792377003067515}), (, {'error': 0.3131821844007252}), (, {'error': 0.3740669746556283}), (, {'error': 0.3159611319844853}), (, {'error': 3.1335606571837724}), (, {'error': 0.01804330266210874}), (, {'error': 0.0221635661606015}), (, {'error': 0.1622291905539217}), (, {'error': 0.7130218091713365}), (, {'error': 0.03190901488228448}), (, {'error': 1.9863013246548338}), (, {'error': 0.19150578642968463}), (, {'error': 0.016408321604722276}), (, {'error': 0.19119087003251023}), (, {'error': 0.21650693411972566}), (, {'error': 0.08050378653131018}), (, {'error': 0.1439169818840178}), (, {'error': 0.21981724769152233}), (, {'error': 0.5508975507332936})]) -Toy 24/25 -Time taken: 2 h, 26 min -Projected time left: 6 min, 5 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1470 (1470 total) | -| EDM = 0.00246 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297267.93524278025 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_p | -2.38 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | p4040_s | 1.04 | 0.19 | | |0.00501244| 2.01499 | | -| 2 | jpsi_p | 1.59 | 0.07 | | |-6.28319 | 6.28319 | | -| 3 | phi_p | -5.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p3770_p | 3.09 | 0.14 | | |-6.28319 | 6.28319 | | -| 5 | bplus_1 | -0.829 | 0.015 | | | -2 | 2 | | -| 6 | Dbar_p | 4.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | DDstar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 9 | omega_s | 4 | 4 | | | 4.19232 | 9.40768 | | -| 10| bplus_0 | 0.428 | 0.008 | | | -2 | 2 | | -| 11| DDstar_s | 0.07 | 0.09 | | | -0.3 | 0.3 | | -| 12| p4160_s | 2.55 | 0.17 | | | 0.71676 | 3.68324 | | -| 13| rho_p | -0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 14| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.83 | 0.17 | | |0.126447 | 2.35355 | | -| 17| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 18| p4040_p | -2.61 | 0.25 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.08 | 0.17 | | | -1.5 | 1.5 | | -| 20| bplus_2 | -0.20 | 0.05 | | | -2 | 2 | | -| 21| p4415_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p3770_s | 2.10 | 0.28 | | |0.918861 | 4.08114 | | -| 23| omega_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_p p4040_s jpsi_p phi_p p3770_p bplus_1 Dbar_p rho_s DDstar_p omega_s bplus_0 DDstar_s p4160_s rho_p psi2s_p phi_s p4415_s Dbar_s p4040_p Ctt bplus_2 p4415_p p3770_s omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_p | 1.000 0.436 0.875 0.052 0.537 -0.461 0.786 -0.126 0.916 0.050 -0.428 -0.416 0.421 -0.018 0.683 0.055 0.048 -0.010 0.758 -0.608 0.109 0.778 0.567 -0.010 | -| p4040_s | 0.436 1.000 0.585 0.028 0.307 -0.272 0.554 -0.079 0.620 0.037 -0.251 -0.446 0.344 0.012 0.457 0.022 0.143 -0.033 0.377 -0.226 0.084 0.406 0.448 -0.007 | -| jpsi_p | 0.875 0.585 1.000 0.049 0.493 -0.451 0.807 -0.127 0.936 0.050 -0.417 -0.503 0.467 -0.013 0.731 0.046 0.044 -0.003 0.720 -0.595 0.065 0.739 0.618 -0.010 | -| phi_p | 0.052 0.028 0.049 1.000 0.035 -0.044 0.050 0.105 0.057 -0.155 -0.020 -0.016 0.020 -0.283 0.043 0.302 0.004 0.000 0.041 -0.036 -0.063 0.037 0.031 0.023 | -| p3770_p | 0.537 0.307 0.493 0.035 1.000 -0.221 0.432 -0.058 0.522 0.019 -0.199 -0.106 0.262 -0.021 0.395 0.033 -0.013 0.057 0.479 -0.312 0.074 0.444 0.174 -0.004 | -| bplus_1 | -0.461 -0.272 -0.451 -0.044 -0.221 1.000 -0.392 0.061 -0.482 -0.011 -0.093 0.547 -0.203 0.057 -0.367 -0.044 0.062 0.048 -0.382 0.257 -0.229 -0.419 -0.282 0.004 | -| Dbar_p | 0.786 0.554 0.807 0.050 0.432 -0.392 1.000 -0.104 0.915 0.042 -0.369 -0.548 0.452 -0.016 0.626 0.051 0.075 0.009 0.610 -0.632 0.147 0.676 0.467 -0.009 | -| rho_s | -0.126 -0.079 -0.127 0.105 -0.058 0.061 -0.104 1.000 -0.133 -0.486 0.210 0.155 -0.059 0.010 -0.101 -0.041 0.010 0.014 -0.106 0.089 -0.034 -0.113 -0.083 0.074 | -| DDstar_p | 0.916 0.620 0.936 0.057 0.522 -0.482 0.915 -0.133 1.000 0.053 -0.455 -0.540 0.506 -0.022 0.753 0.062 0.064 -0.026 0.750 -0.597 0.109 0.780 0.612 -0.011 | -| omega_s | 0.050 0.037 0.050 -0.155 0.019 -0.011 0.042 -0.486 0.053 1.000 -0.082 -0.067 0.030 0.363 0.040 -0.018 -0.004 -0.005 0.043 -0.032 0.064 0.050 0.036 -0.201 | -| bplus_0 | -0.428 -0.251 -0.417 -0.020 -0.199 -0.093 -0.369 0.210 -0.455 -0.082 1.000 0.481 -0.181 0.004 -0.344 -0.049 0.052 0.041 -0.351 0.244 -0.190 -0.384 -0.254 0.012 | -| DDstar_s | -0.416 -0.446 -0.503 -0.016 -0.106 0.547 -0.548 0.155 -0.540 -0.067 0.481 1.000 -0.360 -0.012 -0.407 -0.028 -0.154 -0.049 -0.320 0.345 -0.138 -0.430 -0.281 0.011 | -| p4160_s | 0.421 0.344 0.467 0.020 0.262 -0.203 0.452 -0.059 0.506 0.030 -0.181 -0.360 1.000 0.023 0.355 0.009 0.255 -0.028 0.542 -0.170 0.112 0.305 0.329 -0.006 | -| rho_p | -0.018 0.012 -0.013 -0.283 -0.021 0.057 -0.016 0.010 -0.022 0.363 0.004 -0.012 0.023 1.000 -0.017 -0.105 0.001 0.002 -0.009 0.042 0.239 0.006 0.004 0.013 | -| psi2s_p | 0.683 0.457 0.731 0.043 0.395 -0.367 0.626 -0.101 0.753 0.040 -0.344 -0.407 0.355 -0.017 1.000 0.046 0.054 -0.007 0.528 -0.305 0.068 0.574 0.361 -0.008 | -| phi_s | 0.055 0.022 0.046 0.302 0.033 -0.044 0.051 -0.041 0.062 -0.018 -0.049 -0.028 0.009 -0.105 0.046 1.000 -0.002 -0.003 0.041 -0.049 -0.114 0.036 0.025 -0.001 | -| p4415_s | 0.048 0.143 0.044 0.004 -0.013 0.062 0.075 0.010 0.064 -0.004 0.052 -0.154 0.255 0.001 0.054 -0.002 1.000 -0.004 0.049 0.114 -0.070 -0.019 0.047 0.000 | -| Dbar_s | -0.010 -0.033 -0.003 0.000 0.057 0.048 0.009 0.014 -0.026 -0.005 0.041 -0.049 -0.028 0.002 -0.007 -0.003 -0.004 1.000 -0.010 -0.029 0.006 -0.024 -0.013 0.001 | -| p4040_p | 0.758 0.377 0.720 0.041 0.479 -0.382 0.610 -0.106 0.750 0.043 -0.351 -0.320 0.542 -0.009 0.528 0.041 0.049 -0.010 1.000 -0.528 0.090 0.647 0.438 -0.008 | -| Ctt | -0.608 -0.226 -0.595 -0.036 -0.312 0.257 -0.632 0.089 -0.597 -0.032 0.244 0.345 -0.170 0.042 -0.305 -0.049 0.114 -0.029 -0.528 1.000 0.310 -0.478 -0.359 0.006 | -| bplus_2 | 0.109 0.084 0.065 -0.063 0.074 -0.229 0.147 -0.034 0.109 0.064 -0.190 -0.138 0.112 0.239 0.068 -0.114 -0.070 0.006 0.090 0.310 1.000 0.173 0.044 -0.008 | -| p4415_p | 0.778 0.406 0.739 0.037 0.444 -0.419 0.676 -0.113 0.780 0.050 -0.384 -0.430 0.305 0.006 0.574 0.036 -0.019 -0.024 0.647 -0.478 0.173 1.000 0.485 -0.009 | -| p3770_s | 0.567 0.448 0.618 0.031 0.174 -0.282 0.467 -0.083 0.612 0.036 -0.254 -0.281 0.329 0.004 0.361 0.025 0.047 -0.013 0.438 -0.359 0.044 0.485 1.000 -0.007 | -| omega_p | -0.010 -0.007 -0.010 0.023 -0.004 0.004 -0.009 0.074 -0.011 -0.201 0.012 0.011 -0.006 0.013 -0.008 -0.001 0.000 0.001 -0.008 0.006 -0.008 -0.009 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.20189096878720836}), (, {'error': 0.1857571267969454}), (, {'error': 0.0661061790820141}), (, {'error': 0.11477468651742928}), (, {'error': 0.13560977928342144}), (, {'error': 0.015162469294382697}), (, {'error': 0.6755432224799645}), (, {'error': 0.3259971797991359}), (, {'error': 11.694406159448544}), (, {'error': 3.78108502971228}), (, {'error': 0.0075181058454578675}), (, {'error': 0.08715977275661033}), (, {'error': 0.16607023297167456}), (, {'error': 0.6084303531792874}), (, {'error': 0.04579660951260145}), (, {'error': 0.8107085390498625}), (, {'error': 0.17459405283897433}), (, {'error': 0.08516316454602632}), (, {'error': 0.24836139031259608}), (, {'error': 0.1683429595039856}), (, {'error': 0.05171923529239153}), (, {'error': 0.36230492156099414}), (, {'error': 0.2751757076515865}), (, {'error': 0.2446879148012222})]) -Toy 25/25 -Time taken: 2 h, 34 min -Projected time left: -19/25 fits converged -Mean Ctt value = -0.45231748919312337 -Mean Ctt error = 0.19649346233485482 -95 Sensitivy = 0.0003243213182188477 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247876.out b/finished fits/ff1data1/slurm-2247876.out deleted file mode 100644 index 0d20c6f..0000000 --- a/finished fits/ff1data1/slurm-2247876.out +++ /dev/null @@ -1,5626 +0,0 @@ -Simulation starting -2019-09-05 19:47:20.402818: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 19:47:20.772539: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 19:47:20.774431: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:47:20.799810: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:47:20.812784: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:47:20.851314: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:47:20.861785: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:47:20.869264: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:47:20.908393: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:47:20.915918: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:47:20.917035: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 19:47:20.946392: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600175000 Hz -2019-09-05 19:47:20.946895: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ea8bf27710 executing computations on platform Host. Devices: -2019-09-05 19:47:20.946968: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 19:47:20.950970: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 19:47:20.951262: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:47:20.951296: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 19:47:20.951324: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 19:47:20.951353: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 19:47:20.951381: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 19:47:20.951410: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 19:47:20.951438: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 19:47:20.959103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 19:47:20.959374: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 19:47:21.228269: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 19:47:21.228343: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 19:47:21.228360: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 19:47:21.243673: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:95:00.0, compute capability: 3.7) -2019-09-05 19:47:21.248633: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ea8c483cb0 executing computations on platform CUDA. Devices: -2019-09-05 19:47:21.248754: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 19:47:26.105780 139662571882240 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 19:47:26.178403 139662571882240 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 19:47:26.795222 139662571882240 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 19:48:06.220492: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 19:48:19.704118 139662571882240 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315172.4476806 Edm = 22.3729 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315172.4476806 Edm = 22.3729 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307946.1183162 Edm = 209.83 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307877.8348212 Edm = 273.354 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 305945.1413472 Edm = 2617.99 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 305533.8130048 Edm = 906.342 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298981.7715059 Edm = 147.527 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298895.7499345 Edm = 113.825 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298215.8288103 Edm = 28.4654 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298195.3600446 Edm = 13.8382 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298184.9090049 Edm = 0.855387 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298137.1598457 Edm = 56.1812 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297762.4432869 Edm = 128.49 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297505.9601196 Edm = 3.00699 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297503.7735626 Edm = 0.414398 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297503.5084425 Edm = 0.0686599 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297499.1155245 Edm = 3.66862 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297474.2385415 Edm = 3.60029 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297470.4147884 Edm = 0.109218 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297470.2464836 Edm = 0.198112 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297461.1657892 Edm = 6.00005 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297436.7811438 Edm = 1.13748 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297435.5069942 Edm = 0.0826212 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297435.3624977 Edm = 0.0262046 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297435.2752881 Edm = 0.0302895 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297431.7232068 Edm = 2.78694 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297396.5215319 Edm = 8.17647 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297378.2281748 Edm = 8.84634 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297369.7573976 Edm = 6.45863 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297360.3995383 Edm = 3.10472 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297357.3405469 Edm = 2.30696 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297352.3590158 Edm = 2.12111 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297351.0855294 Edm = 1.79626 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297349.6874094 Edm = 0.189277 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297349.3747611 Edm = 0.0197013 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297349.3490175 Edm = 0.00190455 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297349.3220608 Edm = 0.020445 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297347.9415442 Edm = 1.36181 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297307.0028731 Edm = 6.71626 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297300.9537338 Edm = 3.58667 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297298.6797507 Edm = 0.390531 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297298.0670432 Edm = 0.0618899 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297297.9851172 Edm = 0.00337815 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297297.9817399 Edm = 0.000772417 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297297.9784364 Edm = 0.00172922 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297297.9572145 Edm = 0.0122865 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297297.2538274 Edm = 0.660216 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297291.3157302 Edm = 1.79881 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297290.2472795 Edm = 0.28655 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297289.8649323 Edm = 0.053086 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297289.792258 Edm = 0.00482775 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297289.7870842 Edm = 0.000449335 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297289.786469 Edm = 0.000174827 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297289.7837573 Edm = 0.00260032 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297289.6140857 Edm = 0.064683 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297288.5922981 Edm = 0.454291 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297287.2104191 Edm = 0.0571579 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297287.1413163 Edm = 0.00133256 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297287.1398521 Edm = 0.000154867 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297287.1386301 Edm = 0.000951882 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297287.0992512 Edm = 0.034596 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297286.0434262 Edm = 0.31257 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297285.6674593 Edm = 0.00556561 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297285.6615794 Edm = 0.000301749 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297285.6612341 Edm = 7.88335e-05 NCalls = 201 -VariableMetric: After Hessian - FCN = 297285.6612341 Edm = 83.0447 NCalls = 678 -VariableMetric: Iteration # 64 - FCN = 297285.6612341 Edm = 83.0447 NCalls = 678 -VariableMetric: Iteration # 65 - FCN = 297284.9091475 Edm = 122.344 NCalls = 681 -VariableMetric: Iteration # 66 - FCN = 297284.0453327 Edm = 33.4822 NCalls = 683 -VariableMetric: Iteration # 67 - FCN = 297283.8890329 Edm = 11614 NCalls = 686 -VariableMetric: Iteration # 68 - FCN = 297283.8340763 Edm = 1075.59 NCalls = 691 -VariableMetric: Iteration # 69 - FCN = 297283.4786312 Edm = 427.59 NCalls = 695 -VariableMetric: Iteration # 70 - FCN = 297283.4439103 Edm = 180.237 NCalls = 699 -VariableMetric: Iteration # 71 - FCN = 297283.2069075 Edm = 359.945 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297282.7970633 Edm = 308.164 NCalls = 705 -VariableMetric: Iteration # 73 - FCN = 297282.1181632 Edm = 146.189 NCalls = 708 -VariableMetric: Iteration # 74 - FCN = 297281.7534015 Edm = 33.2583 NCalls = 711 -VariableMetric: Iteration # 75 - FCN = 297281.5352172 Edm = 106.51 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297280.9205299 Edm = 86.0843 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297280.7184315 Edm = 51.4744 NCalls = 720 -VariableMetric: Iteration # 78 - FCN = 297280.1945662 Edm = 117.434 NCalls = 722 -VariableMetric: Iteration # 79 - FCN = 297279.8470406 Edm = 165.323 NCalls = 724 -VariableMetric: Iteration # 80 - FCN = 297279.2290201 Edm = 48.056 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297278.9178994 Edm = 27.2242 NCalls = 728 -VariableMetric: Iteration # 82 - FCN = 297278.5887361 Edm = 8.81728 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297277.7455506 Edm = 6.34235 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297276.9261687 Edm = 3.85564 NCalls = 734 -VariableMetric: Iteration # 85 - FCN = 297275.9823694 Edm = 3.62593 NCalls = 736 -VariableMetric: Iteration # 86 - FCN = 297275.3115746 Edm = 1.05759 NCalls = 738 -VariableMetric: Iteration # 87 - FCN = 297274.6354308 Edm = 2.56692 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297274.3448956 Edm = 1.03944 NCalls = 742 -VariableMetric: Iteration # 89 - FCN = 297274.1911762 Edm = 0.787737 NCalls = 744 -VariableMetric: Iteration # 90 - FCN = 297273.9167236 Edm = 0.364024 NCalls = 747 -VariableMetric: Iteration # 91 - FCN = 297273.8457582 Edm = 0.238641 NCalls = 749 -VariableMetric: Iteration # 92 - FCN = 297273.6851805 Edm = 0.0777558 NCalls = 751 -VariableMetric: Iteration # 93 - FCN = 297273.6234728 Edm = 0.0446127 NCalls = 753 -VariableMetric: Iteration # 94 - FCN = 297273.5568404 Edm = 0.0220003 NCalls = 755 -VariableMetric: Iteration # 95 - FCN = 297273.5382425 Edm = 0.0115879 NCalls = 757 -VariableMetric: Iteration # 96 - FCN = 297273.529746 Edm = 0.00488853 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297273.5255927 Edm = 0.00128762 NCalls = 761 -VariableMetric: Iteration # 98 - FCN = 297273.5235406 Edm = 0.000811768 NCalls = 763 -VariableMetric: Iteration # 99 - FCN = 297273.5204325 Edm = 0.00139798 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297273.5191743 Edm = 0.000425085 NCalls = 767 -VariableMetric: Iteration # 101 - FCN = 297273.5189254 Edm = 2.91855e-05 NCalls = 769 -VariableMetric: After Hessian - FCN = 297273.5189254 Edm = 6.30214e-05 NCalls = 1250 -VariableMetric: Iteration # 102 - FCN = 297273.5189254 Edm = 6.30214e-05 NCalls = 1250 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303700.5290628 Edm = 87.9243 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303700.5290628 Edm = 87.9243 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298201.3074935 Edm = 10.358 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298161.3008978 Edm = 52.5992 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298152.9536213 Edm = 0.573068 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298011.6221085 Edm = 86.1483 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297708.3112448 Edm = 34.9626 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297666.9315398 Edm = 2.31308 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297664.4330921 Edm = 0.220276 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297657.6759196 Edm = 6.77904 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297647.9853325 Edm = 8.058 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297547.1605682 Edm = 2.85756 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297544.4745012 Edm = 0.0449254 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297544.3642205 Edm = 0.078909 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297541.3150257 Edm = 3.38904 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297540.8232355 Edm = 0.435119 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297447.459437 Edm = 27.0722 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297403.1822574 Edm = 2.7821 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297394.9959656 Edm = 2.53871 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297392.0382469 Edm = 1.38496 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297386.7678038 Edm = 5.53745 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297385.9610498 Edm = 4.79819 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297383.5281731 Edm = 1.95942 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297380.4021577 Edm = 0.750395 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297379.838604 Edm = 0.387836 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297377.4806331 Edm = 1.68718 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297375.4888768 Edm = 0.413649 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297375.3091736 Edm = 0.0166144 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297375.2850932 Edm = 0.00381707 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297375.2616852 Edm = 0.018347 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297369.2128294 Edm = 0.930146 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297368.2373558 Edm = 0.0223181 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297368.2182665 Edm = 0.00166072 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297368.1946507 Edm = 0.0197788 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297364.3193704 Edm = 3.08841 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297357.4426157 Edm = 1.37663 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297356.5060856 Edm = 0.615748 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297356.0717993 Edm = 0.104858 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297355.9776804 Edm = 0.0112354 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297355.9686444 Edm = 0.000723814 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297355.9593618 Edm = 0.00837297 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297349.6236175 Edm = 2.1499 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297345.9686123 Edm = 0.238271 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297345.732746 Edm = 0.00826166 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297345.722725 Edm = 0.000458494 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297345.7219855 Edm = 0.000213071 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297345.7177945 Edm = 0.0030656 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297345.6427917 Edm = 0.0536897 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297343.4908254 Edm = 0.238249 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297343.1594836 Edm = 0.00483555 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297343.1542004 Edm = 0.000208864 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297343.153171 Edm = 0.000834234 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297343.1171743 Edm = 0.0321354 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297340.5007953 Edm = 0.733296 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297339.6305523 Edm = 0.0404261 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297339.5906878 Edm = 0.00213756 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297339.5885462 Edm = 0.000401814 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297339.572008 Edm = 0.0170053 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297339.0206588 Edm = 0.120939 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297338.5640804 Edm = 0.0087426 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297338.5561707 Edm = 0.000525754 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297338.5547569 Edm = 0.000985877 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297338.5307474 Edm = 0.026045 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297338.0626526 Edm = 0.148942 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297335.8559712 Edm = 1.2206 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297333.8538253 Edm = 3.55068 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297332.6536244 Edm = 0.20147 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297332.4444004 Edm = 0.0177293 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297332.4211628 Edm = 0.00875611 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297332.3403154 Edm = 0.0693016 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297332.2062214 Edm = 0.153225 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297332.076605 Edm = 0.252923 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297331.8285819 Edm = 0.129141 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297331.5904541 Edm = 0.179356 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297331.4444866 Edm = 0.0530286 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297331.392824 Edm = 0.0105691 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297331.3820347 Edm = 0.00120508 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297331.3803153 Edm = 0.000738303 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297331.3746765 Edm = 0.00475612 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297331.0871716 Edm = 0.277422 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297325.7996537 Edm = 5.64464 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297322.9861542 Edm = 0.819776 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297322.1541817 Edm = 0.273 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297322.0142248 Edm = 0.0311067 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297321.9795507 Edm = 0.00523292 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297321.9739695 Edm = 0.000496762 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297321.9733737 Edm = 0.000163829 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297321.9725384 Edm = 0.000924142 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297321.9605603 Edm = 0.0118268 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297321.684629 Edm = 0.249159 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297320.3352275 Edm = 0.556275 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297319.7535484 Edm = 0.0691047 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297319.6768962 Edm = 0.0127351 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297319.6604849 Edm = 0.00162112 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297319.6585812 Edm = 7.96114e-05 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297319.6584417 Edm = 5.05096e-05 NCalls = 294 -VariableMetric: After Hessian - FCN = 297319.6584417 Edm = 18.4282 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297319.6584417 Edm = 18.4282 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297319.4031427 Edm = 20.6935 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297319.3041885 Edm = 3.49813 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297318.8075905 Edm = 0.401149 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297318.5274506 Edm = 0.0863648 NCalls = 785 -VariableMetric: Iteration # 100 - FCN = 297318.4032915 Edm = 0.00842684 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297318.4023511 Edm = 0.455021 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297318.351989 Edm = 0.361119 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297318.2752578 Edm = 0.0469715 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297318.247926 Edm = 0.0308216 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297318.2414339 Edm = 0.0128043 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297318.2279793 Edm = 0.0197626 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297318.2093031 Edm = 0.0282238 NCalls = 803 -VariableMetric: Iteration # 108 - FCN = 297318.1865013 Edm = 0.0369931 NCalls = 805 -VariableMetric: Iteration # 109 - FCN = 297318.1556512 Edm = 0.0420765 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297318.1305328 Edm = 0.0339537 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297318.1106598 Edm = 0.0212675 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297318.1037783 Edm = 0.017536 NCalls = 818 -VariableMetric: Iteration # 113 - FCN = 297318.0901498 Edm = 0.0121108 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297318.0821032 Edm = 0.00724546 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297318.0761952 Edm = 0.00549368 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297318.0701708 Edm = 0.0088456 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297318.0669933 Edm = 0.00956283 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297318.053244 Edm = 0.0103559 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297318.0394556 Edm = 0.00918473 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297318.0330501 Edm = 0.0155287 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297318.0277355 Edm = 0.00581137 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297318.0166746 Edm = 0.0090446 NCalls = 844 -VariableMetric: Iteration # 123 - FCN = 297318.0043308 Edm = 0.0220105 NCalls = 847 -VariableMetric: Iteration # 124 - FCN = 297317.9991681 Edm = 0.0103319 NCalls = 850 -VariableMetric: Iteration # 125 - FCN = 297317.9526787 Edm = 0.0905388 NCalls = 855 -VariableMetric: Iteration # 126 - FCN = 297317.8748344 Edm = 0.209058 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297317.8687293 Edm = 0.00840454 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297317.8618138 Edm = 0.0258747 NCalls = 864 -VariableMetric: Iteration # 129 - FCN = 297317.7984422 Edm = 0.127356 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297317.6510673 Edm = 0.187527 NCalls = 874 -VariableMetric: Iteration # 131 - FCN = 297317.5597775 Edm = 0.0776537 NCalls = 879 -VariableMetric: Iteration # 132 - FCN = 297317.4852655 Edm = 0.0554554 NCalls = 880 -VariableMetric: Iteration # 133 - FCN = 297317.4573675 Edm = 0.00265602 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297317.4535145 Edm = 0.00419035 NCalls = 883 -VariableMetric: Iteration # 135 - FCN = 297317.4473538 Edm = 0.00835475 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297317.432189 Edm = 0.0099383 NCalls = 888 -VariableMetric: Iteration # 137 - FCN = 297317.4214514 Edm = 0.00774125 NCalls = 890 -VariableMetric: Iteration # 138 - FCN = 297317.4099332 Edm = 0.00697169 NCalls = 892 -VariableMetric: Iteration # 139 - FCN = 297317.3910943 Edm = 0.00760396 NCalls = 894 -VariableMetric: Iteration # 140 - FCN = 297317.3818703 Edm = 0.00880827 NCalls = 897 -VariableMetric: Iteration # 141 - FCN = 297317.3597908 Edm = 0.0219716 NCalls = 900 -VariableMetric: Iteration # 142 - FCN = 297317.2794145 Edm = 0.0720147 NCalls = 905 -VariableMetric: Iteration # 143 - FCN = 297317.1931989 Edm = 0.029141 NCalls = 909 -VariableMetric: Iteration # 144 - FCN = 297317.1723956 Edm = 0.00933752 NCalls = 911 -VariableMetric: Iteration # 145 - FCN = 297317.1652796 Edm = 0.00273427 NCalls = 912 -VariableMetric: Iteration # 146 - FCN = 297317.1595602 Edm = 0.00229253 NCalls = 914 -VariableMetric: Iteration # 147 - FCN = 297317.1544919 Edm = 0.00286578 NCalls = 916 -VariableMetric: Iteration # 148 - FCN = 297317.1386922 Edm = 0.0101191 NCalls = 920 -VariableMetric: Iteration # 149 - FCN = 297317.1221912 Edm = 0.00813234 NCalls = 923 -VariableMetric: Iteration # 150 - FCN = 297317.1143011 Edm = 0.00806091 NCalls = 925 -VariableMetric: Iteration # 151 - FCN = 297317.1085088 Edm = 0.00545502 NCalls = 928 -VariableMetric: Iteration # 152 - FCN = 297317.102077 Edm = 0.00710818 NCalls = 931 -VariableMetric: Iteration # 153 - FCN = 297317.0967449 Edm = 0.00403796 NCalls = 933 -VariableMetric: Iteration # 154 - FCN = 297317.0897246 Edm = 0.00429076 NCalls = 937 -VariableMetric: Iteration # 155 - FCN = 297317.082591 Edm = 0.005547 NCalls = 940 -VariableMetric: Iteration # 156 - FCN = 297317.0785066 Edm = 0.004259 NCalls = 942 -VariableMetric: Iteration # 157 - FCN = 297317.0744799 Edm = 0.00102704 NCalls = 945 -VariableMetric: Iteration # 158 - FCN = 297317.0735946 Edm = 0.000200571 NCalls = 947 -VariableMetric: Iteration # 159 - FCN = 297317.0734282 Edm = 3.00745e-05 NCalls = 948 -VariableMetric: After Hessian - FCN = 297317.0734282 Edm = 0.00271712 NCalls = 1433 -VariableMetric: Iteration # 160 - FCN = 297317.0734282 Edm = 0.00271712 NCalls = 1433 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309718.9059704 Edm = 3596.12 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309718.9059704 Edm = 3596.12 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306039.3823434 Edm = 118.58 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 305675.9681222 Edm = 4.94389 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 303386.4330451 Edm = 122.944 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299856.227041 Edm = 653.575 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299309.3523142 Edm = 1410.88 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298805.2956508 Edm = 55.57 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298753.2101137 Edm = 0.681769 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298752.6749216 Edm = 0.131659 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298751.5153029 Edm = 1.2576 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298694.3469845 Edm = 54.8767 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298690.7620866 Edm = 4.17271 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298681.2256944 Edm = 9.06461 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298142.601008 Edm = 47.4478 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298083.5745913 Edm = 68.6228 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298061.928747 Edm = 3.47006 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298058.6141854 Edm = 0.872094 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298055.9732325 Edm = 2.79097 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 298015.3994913 Edm = 33.5803 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297619.8253324 Edm = 7.45124 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297607.5339099 Edm = 7.91735 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297594.3981219 Edm = 0.718125 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297593.3700865 Edm = 0.158363 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297592.8628438 Edm = 0.247199 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297591.4935475 Edm = 0.162787 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297591.1754161 Edm = 0.0559154 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297590.6612224 Edm = 0.303509 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297580.6711687 Edm = 7.66954 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297531.2161654 Edm = 16.2033 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297526.5747335 Edm = 7.95454 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297518.0575171 Edm = 7.43894 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297510.5220027 Edm = 2.25571 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297508.3502597 Edm = 0.603951 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297507.9656346 Edm = 0.0286514 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297507.9365446 Edm = 0.01432 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297507.7956097 Edm = 0.142532 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297502.1178081 Edm = 6.05056 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297502.0855972 Edm = 0.0176567 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297501.7652318 Edm = 0.467119 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297501.540868 Edm = 0.210059 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297500.6422096 Edm = 0.707126 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297477.3905144 Edm = 2.64329 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297473.3016201 Edm = 0.540985 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297472.4011379 Edm = 0.307859 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297472.1821581 Edm = 0.0110735 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297472.1608074 Edm = 0.00621547 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297471.5762329 Edm = 0.552362 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297461.8959396 Edm = 4.37913 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297445.7343032 Edm = 3.55662 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297442.5553619 Edm = 0.293724 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297442.2511051 Edm = 0.021504 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297442.2108321 Edm = 0.00919825 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297442.1475618 Edm = 0.0421616 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297436.6470285 Edm = 3.56851 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297425.5748723 Edm = 1.84008 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297423.3856038 Edm = 0.277708 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297422.9550856 Edm = 0.0478088 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297422.8889403 Edm = 0.00634167 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297422.8817809 Edm = 0.00312097 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297422.8674439 Edm = 0.00937045 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297422.1594623 Edm = 0.710339 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297420.9647076 Edm = 1.0744 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297394.331605 Edm = 6.06567 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297383.3569808 Edm = 6.39654 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297366.9062058 Edm = 5.0645 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297365.0642319 Edm = 3.89839 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297362.1566659 Edm = 0.883021 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297361.5346746 Edm = 0.529716 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297360.6538484 Edm = 0.093182 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297360.4518043 Edm = 0.0416836 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297360.380796 Edm = 0.0136672 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297360.3407137 Edm = 0.02668 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297360.0322783 Edm = 0.421895 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297358.765967 Edm = 0.676445 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297356.7365098 Edm = 1.10089 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297349.0457335 Edm = 6.89559 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297280.2874178 Edm = 56.0346 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297278.0127353 Edm = 8.50223 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297261.6341862 Edm = 7.69456 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297251.0031615 Edm = 3.7786 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297244.9367558 Edm = 1.12047 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297243.9065458 Edm = 0.328637 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297243.5715896 Edm = 0.201484 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297243.3487197 Edm = 0.22208 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297242.9374261 Edm = 0.094595 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297242.8085906 Edm = 0.0200012 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297242.7650182 Edm = 0.0122323 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297242.7188324 Edm = 0.0116423 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297242.7002868 Edm = 0.0127113 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297242.639241 Edm = 0.0427248 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297241.8450693 Edm = 0.733514 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297237.150529 Edm = 2.70889 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297230.7928325 Edm = 3.31784 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297223.4850846 Edm = 4.22483 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297219.0358259 Edm = 0.815591 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297218.4051293 Edm = 0.566852 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297218.1182398 Edm = 0.0919499 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297217.9782903 Edm = 0.0621728 NCalls = 314 -VariableMetric: Iteration # 98 - FCN = 297217.8963145 Edm = 0.0425787 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297217.8275237 Edm = 0.0179116 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297217.7983959 Edm = 0.00555755 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297217.7865522 Edm = 0.00184992 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297217.784475 Edm = 0.000485023 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297217.7829224 Edm = 0.00109855 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297217.7573636 Edm = 0.0213281 NCalls = 330 -VariableMetric: Iteration # 105 - FCN = 297217.2806089 Edm = 0.313358 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297212.8862389 Edm = 3.39919 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297206.6158143 Edm = 2.11498 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297205.4766468 Edm = 0.593161 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297204.9829179 Edm = 0.049703 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297204.9197778 Edm = 0.0161351 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297204.9070041 Edm = 0.00240761 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297204.9028092 Edm = 0.000533144 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297204.9020295 Edm = 0.000155942 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297204.9006285 Edm = 0.0012116 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297204.8865744 Edm = 0.0147462 NCalls = 360 -VariableMetric: Iteration # 116 - FCN = 297203.9832282 Edm = 1.11168 NCalls = 367 -VariableMetric: Iteration # 117 - FCN = 297203.9787766 Edm = 0.00315132 NCalls = 369 -VariableMetric: Iteration # 118 - FCN = 297203.926298 Edm = 0.0593946 NCalls = 373 -VariableMetric: Iteration # 119 - FCN = 297203.8082741 Edm = 0.126832 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297203.7911315 Edm = 0.0161041 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297203.3000394 Edm = 0.436989 NCalls = 388 -VariableMetric: Iteration # 122 - FCN = 297200.6399001 Edm = 0.492019 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297200.2631544 Edm = 0.0650547 NCalls = 394 -VariableMetric: Iteration # 124 - FCN = 297200.2044539 Edm = 0.00409061 NCalls = 395 -VariableMetric: Iteration # 125 - FCN = 297200.201127 Edm = 0.000298568 NCalls = 397 -VariableMetric: Iteration # 126 - FCN = 297200.2007912 Edm = 6.77695e-05 NCalls = 399 -VariableMetric: After Hessian - FCN = 297200.2007912 Edm = 7.65955 NCalls = 874 -VariableMetric: Iteration # 127 - FCN = 297200.2007912 Edm = 7.65955 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297197.7505125 Edm = 6.55773 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297196.4606733 Edm = 4.65105 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297194.4694965 Edm = 0.4714 NCalls = 880 -VariableMetric: Iteration # 131 - FCN = 297193.9228717 Edm = 0.67016 NCalls = 882 -VariableMetric: Iteration # 132 - FCN = 297192.9076919 Edm = 19.4674 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297191.7630552 Edm = 3.58354 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297190.6225329 Edm = 2.5732 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297187.5390227 Edm = 7.66042 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297182.8920875 Edm = 5.26077 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297182.3035493 Edm = 0.584294 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297181.1652997 Edm = 0.984305 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297180.3047045 Edm = 0.13122 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297180.1112137 Edm = 0.120472 NCalls = 913 -VariableMetric: Iteration # 141 - FCN = 297179.9475254 Edm = 0.116953 NCalls = 915 -VariableMetric: Iteration # 142 - FCN = 297179.7667017 Edm = 0.0785483 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297179.6741585 Edm = 0.0375627 NCalls = 921 -VariableMetric: Iteration # 144 - FCN = 297179.6459621 Edm = 0.00913048 NCalls = 923 -VariableMetric: Iteration # 145 - FCN = 297179.6347881 Edm = 0.00167924 NCalls = 925 -VariableMetric: Iteration # 146 - FCN = 297179.6326296 Edm = 0.000415976 NCalls = 927 -VariableMetric: Iteration # 147 - FCN = 297179.6321071 Edm = 0.000106373 NCalls = 929 -VariableMetric: Iteration # 148 - FCN = 297179.6318957 Edm = 5.39735e-05 NCalls = 931 -VariableMetric: After Hessian - FCN = 297179.6318957 Edm = 0.000127316 NCalls = 1418 -VariableMetric: Iteration # 149 - FCN = 297179.6318957 Edm = 0.000127316 NCalls = 1418 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301693.9800471 Edm = 1.0615 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301693.9800471 Edm = 1.0615 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300841.8581398 Edm = 27.6315 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300825.798827 Edm = 22.2937 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300413.9933 Edm = 2.12862 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 300399.0309108 Edm = 9.15806 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300098.1806875 Edm = 211.634 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300090.6688405 Edm = 13.125 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299861.7761557 Edm = 29.978 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299836.4639615 Edm = 11.2282 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 299753.3286238 Edm = 74.3119 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 299437.5665552 Edm = 38.0463 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 299389.6105921 Edm = 3.78265 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 299379.9702787 Edm = 4.75254 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 299079.5032486 Edm = 320.705 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 299069.309248 Edm = 13.2847 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 298833.9972959 Edm = 170.988 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 298263.5458213 Edm = 73.9891 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 298110.7344182 Edm = 54.1243 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 298062.9651995 Edm = 5.73049 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 298056.3529388 Edm = 0.533682 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 298055.6107664 Edm = 0.0547422 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 298055.4867619 Edm = 0.0399172 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 298054.1483312 Edm = 1.27587 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297929.7062743 Edm = 32.1585 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297899.2563399 Edm = 25.8458 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297883.3852475 Edm = 7.58894 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297866.3477773 Edm = 4.77084 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297861.0309813 Edm = 4.47148 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297848.4861897 Edm = 13.0232 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297847.6152585 Edm = 2.57582 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297846.7019511 Edm = 1.42814 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297846.0865578 Edm = 0.0793565 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297845.9957458 Edm = 0.148087 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297842.6052165 Edm = 3.35602 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297794.169121 Edm = 10.5042 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297782.8862795 Edm = 4.83226 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297779.7914108 Edm = 0.413754 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297779.3850534 Edm = 0.0384679 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297779.3475145 Edm = 0.00528239 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297779.3238661 Edm = 0.022294 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297779.0238604 Edm = 0.36939 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297775.9335009 Edm = 3.0009 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297775.9096937 Edm = 0.00557665 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297775.851901 Edm = 0.0461234 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297772.688984 Edm = 2.16862 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297740.855347 Edm = 7.51259 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297723.0607983 Edm = 1.8053 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297721.5918766 Edm = 0.226158 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297721.3597352 Edm = 0.0219377 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297721.3325098 Edm = 0.0295372 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297721.291202 Edm = 0.0121424 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297721.1534633 Edm = 0.122692 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297718.9182874 Edm = 1.89459 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297694.8991628 Edm = 5.01101 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297687.7953579 Edm = 1.56924 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297686.4461155 Edm = 0.672196 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297685.8063467 Edm = 0.254115 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297685.5882361 Edm = 0.0185244 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297685.5640464 Edm = 0.00138944 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297685.5613932 Edm = 0.00136255 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297685.5060436 Edm = 0.0632751 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297685.4804471 Edm = 0.0245296 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297685.4062948 Edm = 0.0656546 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297677.4545338 Edm = 1.1618 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297675.9587268 Edm = 0.135057 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297675.8504714 Edm = 0.0159486 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297675.8348845 Edm = 0.00066081 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297675.8333622 Edm = 0.000926597 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297675.8057013 Edm = 0.0264741 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297674.5655784 Edm = 0.774385 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297671.9835076 Edm = 0.772759 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297670.9714508 Edm = 0.210313 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297670.6822766 Edm = 0.0304164 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297670.6605324 Edm = 0.0016875 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297670.6588224 Edm = 0.000263953 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297670.6568395 Edm = 0.0018564 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297670.4618484 Edm = 0.173748 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297669.0323951 Edm = 0.142932 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297668.9294978 Edm = 0.00745023 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297668.922921 Edm = 0.000181357 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297668.9220434 Edm = 0.000675877 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297668.8345596 Edm = 0.0798097 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297665.2289703 Edm = 0.773973 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297664.3862617 Edm = 0.094 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297664.2298328 Edm = 0.109241 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297663.8291079 Edm = 0.262348 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297663.6065651 Edm = 0.204851 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297663.5024349 Edm = 0.0431598 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297663.4634302 Edm = 0.00591346 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297663.455078 Edm = 0.00244559 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297663.4330344 Edm = 0.0248504 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297662.9745494 Edm = 0.530853 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297662.5539647 Edm = 0.435727 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297659.4708 Edm = 1.57754 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297658.684203 Edm = 0.0513613 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297658.6242243 Edm = 0.00758409 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297658.6122127 Edm = 0.00426003 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297658.5896961 Edm = 0.0165389 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297658.078598 Edm = 0.426087 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297635.7169718 Edm = 18.1525 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297634.8938714 Edm = 2.43592 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297623.3487457 Edm = 9.48392 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297592.9838162 Edm = 31.3351 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297575.3890616 Edm = 9.02429 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297567.5367292 Edm = 3.17655 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297565.6404469 Edm = 0.497811 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297564.9408377 Edm = 0.359235 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297563.99382 Edm = 0.358329 NCalls = 341 -VariableMetric: Iteration # 108 - FCN = 297563.7302565 Edm = 0.0961977 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297563.6155044 Edm = 0.0130051 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297563.6006524 Edm = 0.0022574 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297563.5970294 Edm = 0.00101902 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297563.5923306 Edm = 0.00277094 NCalls = 351 -VariableMetric: Iteration # 113 - FCN = 297563.56838 Edm = 0.020146 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297563.3523507 Edm = 0.213223 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297557.1224144 Edm = 4.22985 NCalls = 363 -VariableMetric: Iteration # 116 - FCN = 297545.7573935 Edm = 2.43591 NCalls = 366 -VariableMetric: Iteration # 117 - FCN = 297543.1861943 Edm = 0.266335 NCalls = 368 -VariableMetric: Iteration # 118 - FCN = 297542.9095961 Edm = 0.0284553 NCalls = 370 -VariableMetric: Iteration # 119 - FCN = 297542.8676382 Edm = 0.00554431 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297542.8596057 Edm = 0.000801237 NCalls = 374 -VariableMetric: Iteration # 121 - FCN = 297542.8578008 Edm = 0.00132702 NCalls = 376 -VariableMetric: Iteration # 122 - FCN = 297542.8383701 Edm = 0.0167111 NCalls = 380 -VariableMetric: Iteration # 123 - FCN = 297542.508246 Edm = 0.299797 NCalls = 384 -VariableMetric: Iteration # 124 - FCN = 297537.7983748 Edm = 2.69409 NCalls = 387 -VariableMetric: Iteration # 125 - FCN = 297529.2526998 Edm = 1.67059 NCalls = 389 -VariableMetric: Iteration # 126 - FCN = 297527.0693276 Edm = 0.699202 NCalls = 391 -VariableMetric: Iteration # 127 - FCN = 297525.8905244 Edm = 0.0935245 NCalls = 394 -VariableMetric: Iteration # 128 - FCN = 297525.7997032 Edm = 0.00933234 NCalls = 395 -VariableMetric: Iteration # 129 - FCN = 297525.7916961 Edm = 0.00117098 NCalls = 397 -VariableMetric: Iteration # 130 - FCN = 297525.7900983 Edm = 0.000438515 NCalls = 399 -VariableMetric: Iteration # 131 - FCN = 297525.7873987 Edm = 0.00246396 NCalls = 402 -VariableMetric: Iteration # 132 - FCN = 297525.6970447 Edm = 0.0848158 NCalls = 408 -VariableMetric: Iteration # 133 - FCN = 297523.4154972 Edm = 1.6376 NCalls = 412 -VariableMetric: Iteration # 134 - FCN = 297518.3548401 Edm = 1.00541 NCalls = 414 -VariableMetric: Iteration # 135 - FCN = 297517.1468446 Edm = 0.051831 NCalls = 416 -VariableMetric: Iteration # 136 - FCN = 297517.09138 Edm = 0.00277653 NCalls = 418 -VariableMetric: Iteration # 137 - FCN = 297517.0886287 Edm = 0.000255692 NCalls = 419 -VariableMetric: Iteration # 138 - FCN = 297517.0877203 Edm = 0.000793145 NCalls = 421 -VariableMetric: Iteration # 139 - FCN = 297517.0354841 Edm = 0.0518593 NCalls = 427 -VariableMetric: Iteration # 140 - FCN = 297515.0723811 Edm = 0.423365 NCalls = 431 -VariableMetric: Iteration # 141 - FCN = 297514.6285704 Edm = 0.0292049 NCalls = 432 -VariableMetric: Iteration # 142 - FCN = 297514.5995146 Edm = 0.00115711 NCalls = 433 -VariableMetric: Iteration # 143 - FCN = 297514.5980445 Edm = 0.000112817 NCalls = 435 -VariableMetric: Iteration # 144 - FCN = 297514.5978937 Edm = 1.77139e-05 NCalls = 437 -VariableMetric: After Hessian - FCN = 297514.5978937 Edm = 1405.05 NCalls = 922 -VariableMetric: Iteration # 145 - FCN = 297514.5978937 Edm = 1405.05 NCalls = 922 -VariableMetric: Iteration # 146 - FCN = 297513.4037201 Edm = 246.161 NCalls = 928 -VariableMetric: Iteration # 147 - FCN = 297513.2703326 Edm = 1.91732 NCalls = 933 -VariableMetric: Iteration # 148 - FCN = 297511.9877089 Edm = 1.04613 NCalls = 934 -VariableMetric: Iteration # 149 - FCN = 297511.4867273 Edm = 0.158257 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297511.3550101 Edm = 0.0452935 NCalls = 938 -VariableMetric: Iteration # 151 - FCN = 297511.280141 Edm = 0.00960469 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297511.257278 Edm = 0.00473985 NCalls = 942 -VariableMetric: Iteration # 153 - FCN = 297511.225633 Edm = 0.00964 NCalls = 946 -VariableMetric: Iteration # 154 - FCN = 297511.204962 Edm = 0.0134451 NCalls = 948 -VariableMetric: Iteration # 155 - FCN = 297511.133376 Edm = 0.0237484 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297511.0560109 Edm = 0.0224262 NCalls = 954 -VariableMetric: Iteration # 157 - FCN = 297511.0145133 Edm = 0.0446815 NCalls = 957 -VariableMetric: Iteration # 158 - FCN = 297510.980651 Edm = 0.0493943 NCalls = 959 -VariableMetric: Iteration # 159 - FCN = 297510.9293505 Edm = 0.0406611 NCalls = 962 -VariableMetric: Iteration # 160 - FCN = 297510.9076539 Edm = 0.0338882 NCalls = 965 -VariableMetric: Iteration # 161 - FCN = 297510.817796 Edm = 0.0293758 NCalls = 968 -VariableMetric: Iteration # 162 - FCN = 297510.7617999 Edm = 0.0119155 NCalls = 970 -VariableMetric: Iteration # 163 - FCN = 297510.7449849 Edm = 0.00835561 NCalls = 972 -VariableMetric: Iteration # 164 - FCN = 297510.7305633 Edm = 0.00315315 NCalls = 975 -VariableMetric: Iteration # 165 - FCN = 297510.7231318 Edm = 0.00140244 NCalls = 977 -VariableMetric: Iteration # 166 - FCN = 297510.7199975 Edm = 0.000719885 NCalls = 979 -VariableMetric: Iteration # 167 - FCN = 297510.7192273 Edm = 0.000197712 NCalls = 981 -VariableMetric: Iteration # 168 - FCN = 297510.7189555 Edm = 2.88429e-05 NCalls = 983 -VariableMetric: After Hessian - FCN = 297510.7189555 Edm = 6.33438e-05 NCalls = 1474 -VariableMetric: Iteration # 169 - FCN = 297510.7189555 Edm = 6.33438e-05 NCalls = 1474 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318123.6631529 Edm = 152.726 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318123.6631529 Edm = 152.726 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300970.0248479 Edm = 2.5699 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299421.0439046 Edm = 14.9312 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299414.1963196 Edm = 4.05391 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 299409.6795277 Edm = 3.74384 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299303.3274096 Edm = 79.9355 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298766.1272785 Edm = 57.9955 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298662.9117976 Edm = 1.7259 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298661.3086889 Edm = 1.19415 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298606.2177246 Edm = 72.2382 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298585.3462168 Edm = 14.1137 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298312.2378294 Edm = 113.494 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297671.1950735 Edm = 64.2845 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297632.171523 Edm = 15.6467 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297625.0360448 Edm = 1.69198 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297623.6810966 Edm = 0.132172 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297618.3842253 Edm = 5.47837 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297615.6115447 Edm = 2.5722 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297517.3077629 Edm = 3.10222 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297513.6759054 Edm = 0.0861513 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297513.5212937 Edm = 0.0438655 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297508.6030668 Edm = 5.92365 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297508.396836 Edm = 0.157409 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297471.0778037 Edm = 19.8357 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297415.8392023 Edm = 0.662616 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297415.0939221 Edm = 0.101166 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297415.0056128 Edm = 0.0089391 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297414.9427633 Edm = 0.0521328 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297410.1787794 Edm = 4.65969 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297403.5135781 Edm = 5.57316 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297334.4973259 Edm = 5.21359 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297329.1102292 Edm = 0.222292 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297328.9086946 Edm = 0.00821422 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297328.8953306 Edm = 0.00324 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297328.7301426 Edm = 0.143621 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297321.1137657 Edm = 5.0005 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297302.1862611 Edm = 3.47043 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297298.8762263 Edm = 1.57852 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297297.0492007 Edm = 0.186028 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297296.8094324 Edm = 0.0100647 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297296.7916503 Edm = 0.00621782 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297296.6442248 Edm = 0.147752 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297288.5622178 Edm = 2.56097 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297268.0992327 Edm = 7.56783 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297259.8196402 Edm = 2.27877 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297258.6723629 Edm = 0.280689 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297258.170995 Edm = 0.111424 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297257.9446075 Edm = 0.00953674 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297257.9316766 Edm = 0.000945603 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297257.9302985 Edm = 0.000744156 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297257.9219619 Edm = 0.00758807 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297256.6659314 Edm = 0.817908 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297251.5414754 Edm = 1.71031 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297249.0690063 Edm = 0.438353 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297248.6674107 Edm = 0.0354227 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297248.6336103 Edm = 0.00222577 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297248.630945 Edm = 0.000143206 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297248.6306671 Edm = 0.000151712 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297248.6287682 Edm = 0.00174918 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297248.5388067 Edm = 0.072106 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297246.6919811 Edm = 0.872587 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297244.6304275 Edm = 1.58279 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297243.9406415 Edm = 0.502698 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297242.8829866 Edm = 0.334019 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297242.1806692 Edm = 1.4221 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297241.0161688 Edm = 1.09828 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297239.3238547 Edm = 1.59179 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297235.6654654 Edm = 2.85441 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297234.5707598 Edm = 10.0566 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297233.1003275 Edm = 1.35128 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297232.0291027 Edm = 1.42977 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297231.1917658 Edm = 0.0744065 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297231.1199441 Edm = 0.0108093 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297231.1054169 Edm = 0.00255339 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297231.1015116 Edm = 0.00109526 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297231.0962812 Edm = 0.00558238 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297230.9742525 Edm = 0.125596 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297230.9624677 Edm = 0.0102806 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297229.9510937 Edm = 0.90155 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297228.2514158 Edm = 0.666015 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297227.380388 Edm = 0.133897 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297227.3033621 Edm = 0.0184704 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297227.2805145 Edm = 0.00211614 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297227.2753936 Edm = 0.000851046 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297227.2741524 Edm = 0.000133636 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297227.2734604 Edm = 0.000566524 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297227.2619286 Edm = 0.0127916 NCalls = 286 -VariableMetric: Iteration # 87 - FCN = 297227.2515466 Edm = 0.0101191 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297224.7809208 Edm = 0.264745 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297224.5791381 Edm = 0.0509379 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297224.5302437 Edm = 0.00415771 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297224.5263462 Edm = 0.000610278 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297224.5256101 Edm = 0.000146443 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297224.5253893 Edm = 3.05355e-05 NCalls = 306 -VariableMetric: After Hessian - FCN = 297224.5253893 Edm = 1.61595 NCalls = 785 -VariableMetric: Iteration # 94 - FCN = 297224.5253893 Edm = 1.61595 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297224.2356374 Edm = 1.28675 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297223.904437 Edm = 1.48819 NCalls = 789 -VariableMetric: Iteration # 97 - FCN = 297223.6447018 Edm = 1.77244 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297222.9043661 Edm = 0.352898 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297222.7718118 Edm = 0.0452177 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297222.7328425 Edm = 0.0109611 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297222.711679 Edm = 0.00501562 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297222.7025172 Edm = 0.00193434 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297222.694366 Edm = 0.00889685 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297222.6091576 Edm = 0.191876 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297222.6072492 Edm = 0.00864673 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297222.0471922 Edm = 0.464187 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297222.0453639 Edm = 0.00514122 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297222.0153808 Edm = 0.0437967 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297221.9200165 Edm = 0.225226 NCalls = 833 -VariableMetric: Iteration # 110 - FCN = 297221.902653 Edm = 0.0167425 NCalls = 836 -VariableMetric: Iteration # 111 - FCN = 297221.65046 Edm = 0.291815 NCalls = 841 -VariableMetric: Iteration # 112 - FCN = 297221.6443154 Edm = 0.00283474 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297221.5966095 Edm = 0.0784991 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297221.5499627 Edm = 0.0410024 NCalls = 851 -VariableMetric: Iteration # 115 - FCN = 297220.6991207 Edm = 0.0686732 NCalls = 856 -VariableMetric: Iteration # 116 - FCN = 297220.5951547 Edm = 0.0655333 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297220.5261769 Edm = 0.036524 NCalls = 861 -VariableMetric: Iteration # 118 - FCN = 297220.4567266 Edm = 0.019467 NCalls = 863 -VariableMetric: Iteration # 119 - FCN = 297220.3987314 Edm = 0.021434 NCalls = 865 -VariableMetric: Iteration # 120 - FCN = 297220.3487505 Edm = 0.00921644 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297220.3360278 Edm = 0.00153242 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297220.3343278 Edm = 0.000117546 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297220.3341824 Edm = 4.39435e-06 NCalls = 873 -VariableMetric: After Hessian - FCN = 297220.3341824 Edm = 5.15946e-06 NCalls = 1364 -VariableMetric: Iteration # 124 - FCN = 297220.3341824 Edm = 5.15946e-06 NCalls = 1364 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334058.5979124 Edm = 435.505 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334058.5979124 Edm = 435.505 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300542.8262841 Edm = 9.31997 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298403.7496196 Edm = 8.49917 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 298393.8372452 Edm = 25.234 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298390.0872393 Edm = 1.33896 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298235.3699574 Edm = 91.2374 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297683.4790811 Edm = 47.2579 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297658.11156 Edm = 1.7037 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297656.5694406 Edm = 0.0740063 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297655.9828532 Edm = 0.640938 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297622.1385911 Edm = 14.1256 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297588.6608805 Edm = 7.79822 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297581.8003864 Edm = 0.694307 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297580.9045425 Edm = 0.071025 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297580.6456137 Edm = 0.162987 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297565.0340584 Edm = 20.2024 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297560.2749408 Edm = 6.01155 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297549.5997597 Edm = 5.65161 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297543.309904 Edm = 23.9519 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297510.1379372 Edm = 9.64066 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297428.1689518 Edm = 27.4815 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297375.1011872 Edm = 19.2986 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297369.1624959 Edm = 15.2223 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297349.0067217 Edm = 4.46026 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297341.0967053 Edm = 0.734797 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297340.115957 Edm = 0.327603 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297339.4267793 Edm = 0.167699 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297339.2178133 Edm = 0.0513578 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297339.1271934 Edm = 0.0223454 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297339.0269464 Edm = 0.0576106 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297338.6662408 Edm = 0.301845 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297337.0528971 Edm = 2.59584 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297334.8667154 Edm = 2.50281 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297334.2176189 Edm = 0.57926 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297322.1765972 Edm = 7.33916 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297309.8224739 Edm = 1.68497 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297307.793936 Edm = 0.0434969 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297307.7390967 Edm = 0.0243168 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297307.7055878 Edm = 0.00767007 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297307.5963416 Edm = 0.112441 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297305.6172725 Edm = 1.80131 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297286.3645294 Edm = 0.853551 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297285.2203155 Edm = 0.0840198 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297285.1259327 Edm = 0.0269367 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297285.0830022 Edm = 0.00800722 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297285.069765 Edm = 0.00238491 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297285.0408057 Edm = 0.0317489 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297284.9710533 Edm = 0.0618838 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297270.5158156 Edm = 2.96478 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297267.3901367 Edm = 0.489675 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297266.6933158 Edm = 0.0471346 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297266.6449841 Edm = 0.0110434 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297266.6377974 Edm = 0.000734468 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297266.6365289 Edm = 0.000476954 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297266.6285442 Edm = 0.00726585 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297266.2726279 Edm = 0.330394 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297257.1722178 Edm = 6.34941 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297256.2771651 Edm = 1.23344 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297251.8501231 Edm = 0.564548 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297251.1471504 Edm = 0.0154934 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297251.1268705 Edm = 0.00399642 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297251.1229299 Edm = 0.000965374 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297251.1202915 Edm = 0.000565358 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297251.1187246 Edm = 0.000719166 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297251.1049166 Edm = 0.0134524 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297250.1470342 Edm = 0.505214 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297250.0367418 Edm = 0.017104 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297250.0286511 Edm = 0.000744405 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297250.0216883 Edm = 0.00572704 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297249.7961947 Edm = 0.191827 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297246.3706605 Edm = 3.04264 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297243.7273069 Edm = 2.41657 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297241.0031066 Edm = 0.198314 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297240.8179562 Edm = 0.0152242 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297240.8037021 Edm = 0.00114291 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297240.8017066 Edm = 0.00124893 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297240.7919316 Edm = 0.0115581 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297239.7951 Edm = 0.07554 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297237.4214714 Edm = 1.0286 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297236.1329715 Edm = 0.636824 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297235.8593897 Edm = 0.337925 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297235.270314 Edm = 0.121531 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297234.997152 Edm = 0.0923397 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297234.9028937 Edm = 0.0603636 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297234.8398069 Edm = 0.00615157 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297234.830858 Edm = 0.000675647 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297234.8298071 Edm = 0.000185197 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297234.8271656 Edm = 0.00278589 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297234.7572272 Edm = 0.118648 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297234.7564169 Edm = 0.000232311 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297234.7505397 Edm = 0.00608697 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297234.4507987 Edm = 0.0312866 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297233.2570155 Edm = 0.435533 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297231.9296692 Edm = 0.0823674 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297231.8533152 Edm = 0.0415138 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297231.834087 Edm = 0.00552439 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297231.8214834 Edm = 0.000931269 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297231.8203654 Edm = 5.36947e-05 NCalls = 316 -VariableMetric: After Hessian - FCN = 297231.8203654 Edm = 2.478 NCalls = 797 -VariableMetric: Iteration # 98 - FCN = 297231.8203654 Edm = 2.478 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297229.8917756 Edm = 3.15993 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297229.1645532 Edm = 1.59289 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297223.1022782 Edm = 45.5787 NCalls = 812 -VariableMetric: Iteration # 102 - FCN = 297222.3813778 Edm = 73874.9 NCalls = 822 -VariableMetric: Iteration # 103 - FCN = 297222.1548389 Edm = 16534.3 NCalls = 829 -VariableMetric: Iteration # 104 - FCN = 297222.0576393 Edm = 16003 NCalls = 835 -VariableMetric: Iteration # 105 - FCN = 297221.7626465 Edm = 7531.42 NCalls = 840 -VariableMetric: Iteration # 106 - FCN = 297221.3136802 Edm = 1373.8 NCalls = 845 -VariableMetric: Iteration # 107 - FCN = 297220.6438991 Edm = 9376.66 NCalls = 849 -VariableMetric: Iteration # 108 - FCN = 297219.0894494 Edm = 794.13 NCalls = 853 -VariableMetric: Iteration # 109 - FCN = 297218.8272006 Edm = 635.67 NCalls = 857 -VariableMetric: Iteration # 110 - FCN = 297218.4802939 Edm = 342.274 NCalls = 861 -VariableMetric: Iteration # 111 - FCN = 297218.2700316 Edm = 1031.77 NCalls = 865 -VariableMetric: Iteration # 112 - FCN = 297217.9578169 Edm = 1118.9 NCalls = 868 -VariableMetric: Iteration # 113 - FCN = 297216.5218774 Edm = 452.322 NCalls = 871 -VariableMetric: Iteration # 114 - FCN = 297214.7145069 Edm = 94.3199 NCalls = 874 -VariableMetric: Iteration # 115 - FCN = 297213.55144 Edm = 1036.42 NCalls = 877 -VariableMetric: Iteration # 116 - FCN = 297213.2296598 Edm = 70.777 NCalls = 880 -VariableMetric: Iteration # 117 - FCN = 297212.9665334 Edm = 37.4378 NCalls = 883 -VariableMetric: Iteration # 118 - FCN = 297212.8547719 Edm = 29.0925 NCalls = 886 -VariableMetric: Iteration # 119 - FCN = 297212.3996902 Edm = 75.1492 NCalls = 888 -VariableMetric: Iteration # 120 - FCN = 297211.8821976 Edm = 35.8439 NCalls = 890 -VariableMetric: Iteration # 121 - FCN = 297211.4533249 Edm = 27.9666 NCalls = 892 -VariableMetric: Iteration # 122 - FCN = 297210.8970582 Edm = 5.17599 NCalls = 894 -VariableMetric: Iteration # 123 - FCN = 297210.4080337 Edm = 3.87847 NCalls = 896 -VariableMetric: Iteration # 124 - FCN = 297210.3238428 Edm = 6.28624 NCalls = 899 -VariableMetric: Iteration # 125 - FCN = 297208.0326305 Edm = 4.28602 NCalls = 901 -VariableMetric: Iteration # 126 - FCN = 297207.847864 Edm = 0.946161 NCalls = 903 -VariableMetric: Iteration # 127 - FCN = 297207.2349802 Edm = 1.15256 NCalls = 906 -VariableMetric: Iteration # 128 - FCN = 297206.8524371 Edm = 0.369588 NCalls = 908 -VariableMetric: Iteration # 129 - FCN = 297206.0694039 Edm = 0.619327 NCalls = 911 -VariableMetric: Iteration # 130 - FCN = 297205.5293878 Edm = 0.884107 NCalls = 914 -VariableMetric: Iteration # 131 - FCN = 297204.7736157 Edm = 0.392296 NCalls = 918 -VariableMetric: Iteration # 132 - FCN = 297204.5153765 Edm = 1.47392 NCalls = 920 -VariableMetric: Iteration # 133 - FCN = 297204.3948943 Edm = 0.164084 NCalls = 922 -VariableMetric: Iteration # 134 - FCN = 297204.1602615 Edm = 0.245253 NCalls = 924 -VariableMetric: Iteration # 135 - FCN = 297203.6443271 Edm = 0.476763 NCalls = 926 -VariableMetric: Iteration # 136 - FCN = 297202.8959416 Edm = 1.45779 NCalls = 930 -VariableMetric: Iteration # 137 - FCN = 297202.578158 Edm = 0.56366 NCalls = 933 -VariableMetric: Iteration # 138 - FCN = 297202.2789475 Edm = 0.394238 NCalls = 936 -VariableMetric: Iteration # 139 - FCN = 297201.9409044 Edm = 0.846155 NCalls = 938 -VariableMetric: Iteration # 140 - FCN = 297201.6287179 Edm = 0.136495 NCalls = 940 -VariableMetric: Iteration # 141 - FCN = 297201.510518 Edm = 0.234291 NCalls = 942 -VariableMetric: Iteration # 142 - FCN = 297201.4095942 Edm = 0.128462 NCalls = 945 -VariableMetric: Iteration # 143 - FCN = 297201.3082533 Edm = 0.22366 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297201.0836791 Edm = 0.612951 NCalls = 949 -VariableMetric: Iteration # 145 - FCN = 297200.9150969 Edm = 0.180737 NCalls = 953 -VariableMetric: Iteration # 146 - FCN = 297200.3740345 Edm = 0.553867 NCalls = 957 -VariableMetric: Iteration # 147 - FCN = 297199.9740998 Edm = 0.655295 NCalls = 961 -VariableMetric: Iteration # 148 - FCN = 297199.5603542 Edm = 0.224452 NCalls = 964 -VariableMetric: Iteration # 149 - FCN = 297199.1281913 Edm = 0.295439 NCalls = 967 -VariableMetric: Iteration # 150 - FCN = 297198.6583133 Edm = 0.219529 NCalls = 970 -VariableMetric: Iteration # 151 - FCN = 297198.2058944 Edm = 0.329242 NCalls = 973 -VariableMetric: Iteration # 152 - FCN = 297197.7598606 Edm = 0.779811 NCalls = 976 -VariableMetric: Iteration # 153 - FCN = 297197.5370487 Edm = 0.350876 NCalls = 979 -VariableMetric: Iteration # 154 - FCN = 297196.7362652 Edm = 0.615306 NCalls = 982 -VariableMetric: Iteration # 155 - FCN = 297196.2359288 Edm = 0.693035 NCalls = 985 -VariableMetric: Iteration # 156 - FCN = 297194.8830847 Edm = 2.67821 NCalls = 989 -VariableMetric: Iteration # 157 - FCN = 297191.7222827 Edm = 2.13466 NCalls = 992 -VariableMetric: Iteration # 158 - FCN = 297191.1701707 Edm = 0.894114 NCalls = 994 -VariableMetric: Iteration # 159 - FCN = 297190.5213596 Edm = 3.87694 NCalls = 996 -VariableMetric: Iteration # 160 - FCN = 297190.2711036 Edm = 0.365375 NCalls = 998 -VariableMetric: Iteration # 161 - FCN = 297190.0130094 Edm = 0.0926398 NCalls = 1000 -VariableMetric: Iteration # 162 - FCN = 297189.8023204 Edm = 0.225712 NCalls = 1002 -VariableMetric: Iteration # 163 - FCN = 297189.6974569 Edm = 0.12627 NCalls = 1004 -VariableMetric: Iteration # 164 - FCN = 297189.5199499 Edm = 0.0658234 NCalls = 1006 -VariableMetric: Iteration # 165 - FCN = 297189.4233222 Edm = 0.0479573 NCalls = 1009 -VariableMetric: Iteration # 166 - FCN = 297189.395822 Edm = 0.0432102 NCalls = 1010 -VariableMetric: Iteration # 167 - FCN = 297189.3711475 Edm = 0.0114371 NCalls = 1012 -VariableMetric: Iteration # 168 - FCN = 297189.3504358 Edm = 0.00655484 NCalls = 1014 -VariableMetric: Iteration # 169 - FCN = 297189.3322708 Edm = 0.0113027 NCalls = 1016 -VariableMetric: Iteration # 170 - FCN = 297189.3078098 Edm = 0.011473 NCalls = 1019 -VariableMetric: Iteration # 171 - FCN = 297189.2785835 Edm = 0.00625653 NCalls = 1022 -VariableMetric: Iteration # 172 - FCN = 297189.2666487 Edm = 0.00430981 NCalls = 1024 -VariableMetric: Iteration # 173 - FCN = 297189.2531089 Edm = 0.0131282 NCalls = 1026 -VariableMetric: Iteration # 174 - FCN = 297189.1657671 Edm = 0.102117 NCalls = 1034 -VariableMetric: Iteration # 175 - FCN = 297189.1021062 Edm = 0.143394 NCalls = 1038 -VariableMetric: Iteration # 176 - FCN = 297188.8847872 Edm = 0.198233 NCalls = 1044 -VariableMetric: Iteration # 177 - FCN = 297188.8806576 Edm = 0.0082517 NCalls = 1046 -VariableMetric: Iteration # 178 - FCN = 297188.841835 Edm = 0.0448756 NCalls = 1049 -VariableMetric: Iteration # 179 - FCN = 297188.7513957 Edm = 0.0779267 NCalls = 1054 -VariableMetric: Iteration # 180 - FCN = 297188.5014976 Edm = 0.167337 NCalls = 1060 -VariableMetric: Iteration # 181 - FCN = 297188.319164 Edm = 0.338021 NCalls = 1063 -VariableMetric: Iteration # 182 - FCN = 297188.1514892 Edm = 0.150042 NCalls = 1066 -VariableMetric: Iteration # 183 - FCN = 297188.0797583 Edm = 0.0634093 NCalls = 1069 -VariableMetric: Iteration # 184 - FCN = 297187.9915823 Edm = 0.0403323 NCalls = 1071 -VariableMetric: Iteration # 185 - FCN = 297187.9153652 Edm = 0.0345189 NCalls = 1073 -VariableMetric: Iteration # 186 - FCN = 297187.872433 Edm = 0.0451808 NCalls = 1076 -VariableMetric: Iteration # 187 - FCN = 297187.8143121 Edm = 0.018067 NCalls = 1079 -VariableMetric: Iteration # 188 - FCN = 297187.790715 Edm = 0.0101661 NCalls = 1081 -VariableMetric: Iteration # 189 - FCN = 297187.7837851 Edm = 0.00329444 NCalls = 1083 -VariableMetric: Iteration # 190 - FCN = 297187.7767609 Edm = 0.00300594 NCalls = 1086 -VariableMetric: Iteration # 191 - FCN = 297187.7716831 Edm = 0.00268341 NCalls = 1088 -VariableMetric: Iteration # 192 - FCN = 297187.7652629 Edm = 0.00240038 NCalls = 1090 -VariableMetric: Iteration # 193 - FCN = 297187.759639 Edm = 0.00203869 NCalls = 1092 -VariableMetric: Iteration # 194 - FCN = 297187.7563467 Edm = 0.00100213 NCalls = 1095 -VariableMetric: Iteration # 195 - FCN = 297187.7550563 Edm = 0.000132843 NCalls = 1097 -VariableMetric: Iteration # 196 - FCN = 297187.7548443 Edm = 5.02532e-05 NCalls = 1099 -VariableMetric: After Hessian - FCN = 297187.7548443 Edm = 0.0015358 NCalls = 1592 -VariableMetric: Iteration # 197 - FCN = 297187.7548443 Edm = 0.0015358 NCalls = 1592 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308550.5123692 Edm = 18.2763 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308550.5123692 Edm = 18.2763 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302250.2506169 Edm = 3.80132 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302238.298631 Edm = 102.135 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301866.9743163 Edm = 117.759 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301532.3082506 Edm = 189.104 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 301280.7643936 Edm = 46.5133 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 301217.2781974 Edm = 71.8694 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 301005.1984148 Edm = 140.686 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 300994.4868594 Edm = 76.1121 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 300964.8386745 Edm = 17.1902 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 300871.9717145 Edm = 128.471 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 300834.6629101 Edm = 60.7143 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 300795.017193 Edm = 6.35889 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 299143.3244162 Edm = 1097.36 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 299132.0224104 Edm = 9.44841 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297486.2163582 Edm = 0.330102 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297484.3731857 Edm = 0.0465934 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297482.9533726 Edm = 0.870359 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297464.2620356 Edm = 14.3791 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297396.9451175 Edm = 0.613176 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297396.1405225 Edm = 0.132739 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297394.3597764 Edm = 1.68796 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297291.0382374 Edm = 48.3933 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297218.5298837 Edm = 3.08723 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297215.2503571 Edm = 0.20522 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297214.9620258 Edm = 0.0396042 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297214.3392131 Edm = 0.436147 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297207.5568065 Edm = 5.69707 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297183.9969002 Edm = 3.29726 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297180.0257043 Edm = 1.63048 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297177.7251146 Edm = 0.508367 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297176.9530203 Edm = 0.0975505 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297176.8158927 Edm = 0.0224763 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297176.7843586 Edm = 0.0172149 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297176.6638207 Edm = 0.0985394 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297168.3627871 Edm = 2.80174 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297163.7035079 Edm = 0.968424 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297162.0493386 Edm = 0.951477 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297161.0311525 Edm = 0.714129 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297160.5181347 Edm = 0.0761791 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297160.4096616 Edm = 0.0969137 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297160.2113449 Edm = 0.244286 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297159.8402315 Edm = 0.543449 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297159.6155465 Edm = 0.186936 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297159.041184 Edm = 0.374645 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297158.8573881 Edm = 0.157017 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297158.6334761 Edm = 0.0354329 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297158.5762997 Edm = 0.0277433 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297158.5439361 Edm = 0.00580876 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297158.4893501 Edm = 0.0465091 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297155.685539 Edm = 2.67042 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297133.4474885 Edm = 8.70324 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297121.4392543 Edm = 1.43124 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297119.6070777 Edm = 0.625079 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297119.4431136 Edm = 0.0562872 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297119.3967649 Edm = 0.00720319 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297119.3797088 Edm = 0.00967407 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297119.3640356 Edm = 0.00281017 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297119.3594864 Edm = 0.00151125 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297119.3553613 Edm = 0.00248635 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297119.3308425 Edm = 0.0232288 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297119.2148758 Edm = 0.528023 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297119.0530516 Edm = 0.243356 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297119.0506213 Edm = 0.0518547 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297119.0173142 Edm = 0.0164908 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297118.995061 Edm = 0.00878576 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297116.0381315 Edm = 6.43669 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297115.937126 Edm = 0.274466 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297115.8118613 Edm = 0.0284093 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297115.5162652 Edm = 0.0361717 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297115.4689994 Edm = 0.00990839 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297114.5575555 Edm = 0.906495 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297104.0827467 Edm = 3.52984 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297099.695956 Edm = 2.56801 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297098.5146912 Edm = 0.279848 NCalls = 264 -VariableMetric: Iteration # 75 - FCN = 297098.1386034 Edm = 0.0350318 NCalls = 266 -VariableMetric: Iteration # 76 - FCN = 297098.0663711 Edm = 0.107113 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297097.7680908 Edm = 0.194866 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297097.7581256 Edm = 0.01753 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297097.70087 Edm = 0.0536861 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297097.4988059 Edm = 0.0784828 NCalls = 282 -VariableMetric: Iteration # 81 - FCN = 297097.2863368 Edm = 0.0761766 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297097.1349663 Edm = 0.0233513 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297097.1167262 Edm = 0.00210361 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297097.1149808 Edm = 0.000293694 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297097.1144235 Edm = 0.000435447 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297097.0969278 Edm = 0.0168127 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297095.7023433 Edm = 1.0373 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297092.3090967 Edm = 0.11197 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297092.2070447 Edm = 0.00802259 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297092.200261 Edm = 0.0002799 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297092.1998747 Edm = 9.41551e-05 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297092.1975009 Edm = 0.00196683 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297092.0950722 Edm = 0.0777204 NCalls = 320 -VariableMetric: Iteration # 94 - FCN = 297091.6438072 Edm = 0.375185 NCalls = 325 -VariableMetric: Iteration # 95 - FCN = 297091.3441435 Edm = 0.0103259 NCalls = 327 -VariableMetric: Iteration # 96 - FCN = 297091.3337965 Edm = 0.000760313 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297091.3334703 Edm = 0.000150989 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297091.332673 Edm = 0.000391281 NCalls = 333 -VariableMetric: Iteration # 99 - FCN = 297091.3312987 Edm = 0.000228411 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297091.3303235 Edm = 0.000585276 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297091.2858695 Edm = 0.0502707 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297091.2765483 Edm = 0.00864172 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297091.2205832 Edm = 0.0505942 NCalls = 350 -VariableMetric: Iteration # 104 - FCN = 297090.7574098 Edm = 0.0652986 NCalls = 353 -VariableMetric: Iteration # 105 - FCN = 297090.6302178 Edm = 0.0221079 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297090.6125834 Edm = 0.00672288 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297090.6074737 Edm = 0.000480192 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297090.6062617 Edm = 0.000389596 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297090.6057775 Edm = 3.72794e-05 NCalls = 363 -VariableMetric: After Hessian - FCN = 297090.6057775 Edm = 1.66621 NCalls = 846 -VariableMetric: Iteration # 110 - FCN = 297090.6057775 Edm = 1.66621 NCalls = 846 -VariableMetric: Iteration # 111 - FCN = 297090.4550374 Edm = 3.62266 NCalls = 848 -VariableMetric: Iteration # 112 - FCN = 297087.632426 Edm = 3.74964 NCalls = 851 -VariableMetric: Iteration # 113 - FCN = 297087.0592095 Edm = 0.176722 NCalls = 854 -VariableMetric: Iteration # 114 - FCN = 297086.8356652 Edm = 0.0369572 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297086.7919576 Edm = 0.029249 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297086.7479056 Edm = 0.0177615 NCalls = 861 -VariableMetric: Iteration # 117 - FCN = 297086.7149308 Edm = 0.019946 NCalls = 866 -VariableMetric: Iteration # 118 - FCN = 297086.6861584 Edm = 0.0383771 NCalls = 869 -VariableMetric: Iteration # 119 - FCN = 297086.6600019 Edm = 0.0527465 NCalls = 872 -VariableMetric: Iteration # 120 - FCN = 297086.5695485 Edm = 0.0191908 NCalls = 876 -VariableMetric: Iteration # 121 - FCN = 297086.5397846 Edm = 0.0200623 NCalls = 878 -VariableMetric: Iteration # 122 - FCN = 297086.522188 Edm = 0.0227818 NCalls = 881 -VariableMetric: Iteration # 123 - FCN = 297086.5057679 Edm = 0.0130523 NCalls = 883 -VariableMetric: Iteration # 124 - FCN = 297086.4526102 Edm = 0.0270942 NCalls = 887 -VariableMetric: Iteration # 125 - FCN = 297086.4199854 Edm = 0.0280404 NCalls = 889 -VariableMetric: Iteration # 126 - FCN = 297086.3817296 Edm = 0.0274887 NCalls = 892 -VariableMetric: Iteration # 127 - FCN = 297086.2779478 Edm = 0.137965 NCalls = 896 -VariableMetric: Iteration # 128 - FCN = 297086.2310618 Edm = 0.105096 NCalls = 899 -VariableMetric: Iteration # 129 - FCN = 297086.0011445 Edm = 0.159318 NCalls = 904 -VariableMetric: Iteration # 130 - FCN = 297085.8690672 Edm = 0.134235 NCalls = 906 -VariableMetric: Iteration # 131 - FCN = 297085.8065377 Edm = 0.0789684 NCalls = 908 -VariableMetric: Iteration # 132 - FCN = 297085.6641137 Edm = 0.25581 NCalls = 911 -VariableMetric: Iteration # 133 - FCN = 297085.5209181 Edm = 0.501352 NCalls = 913 -VariableMetric: Iteration # 134 - FCN = 297085.2665482 Edm = 0.325197 NCalls = 916 -VariableMetric: Iteration # 135 - FCN = 297084.455112 Edm = 2.04869 NCalls = 919 -VariableMetric: Iteration # 136 - FCN = 297084.3625231 Edm = 0.137849 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297084.208336 Edm = 0.219772 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297079.3449401 Edm = 20.6173 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297079.2683892 Edm = 0.518468 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297077.8343698 Edm = 2.54264 NCalls = 943 -VariableMetric: Iteration # 141 - FCN = 297077.7817006 Edm = 0.262602 NCalls = 945 -VariableMetric: Iteration # 142 - FCN = 297077.2182639 Edm = 0.391725 NCalls = 948 -VariableMetric: Iteration # 143 - FCN = 297076.4334107 Edm = 0.639575 NCalls = 951 -VariableMetric: Iteration # 144 - FCN = 297075.6804899 Edm = 0.773463 NCalls = 956 -VariableMetric: Iteration # 145 - FCN = 297075.3934058 Edm = 1.76996 NCalls = 959 -VariableMetric: Iteration # 146 - FCN = 297074.3821583 Edm = 0.317897 NCalls = 963 -VariableMetric: Iteration # 147 - FCN = 297073.9307537 Edm = 0.386374 NCalls = 965 -VariableMetric: Iteration # 148 - FCN = 297073.2426595 Edm = 0.772227 NCalls = 971 -VariableMetric: Iteration # 149 - FCN = 297072.4905754 Edm = 0.691412 NCalls = 973 -VariableMetric: Iteration # 150 - FCN = 297071.6792804 Edm = 0.480933 NCalls = 977 -VariableMetric: Iteration # 151 - FCN = 297071.2653718 Edm = 0.544989 NCalls = 980 -VariableMetric: Iteration # 152 - FCN = 297071.0211995 Edm = 0.222715 NCalls = 982 -VariableMetric: Iteration # 153 - FCN = 297070.7233918 Edm = 0.147542 NCalls = 984 -VariableMetric: Iteration # 154 - FCN = 297070.5374465 Edm = 0.0728907 NCalls = 986 -VariableMetric: Iteration # 155 - FCN = 297070.432993 Edm = 0.0344545 NCalls = 988 -VariableMetric: Iteration # 156 - FCN = 297070.3908647 Edm = 0.0255582 NCalls = 991 -VariableMetric: Iteration # 157 - FCN = 297070.3681912 Edm = 0.00549746 NCalls = 993 -VariableMetric: Iteration # 158 - FCN = 297070.3534547 Edm = 0.00456138 NCalls = 995 -VariableMetric: Iteration # 159 - FCN = 297070.3458283 Edm = 0.00257808 NCalls = 997 -VariableMetric: Iteration # 160 - FCN = 297070.3396676 Edm = 0.00322269 NCalls = 999 -VariableMetric: Iteration # 161 - FCN = 297070.328725 Edm = 0.00370257 NCalls = 1001 -VariableMetric: Iteration # 162 - FCN = 297070.3188323 Edm = 0.00359909 NCalls = 1003 -VariableMetric: Iteration # 163 - FCN = 297070.3134779 Edm = 0.00232935 NCalls = 1005 -VariableMetric: Iteration # 164 - FCN = 297070.3110496 Edm = 0.00141501 NCalls = 1008 -VariableMetric: Iteration # 165 - FCN = 297070.3086686 Edm = 0.00053649 NCalls = 1010 -VariableMetric: Iteration # 166 - FCN = 297070.3076798 Edm = 0.000350798 NCalls = 1012 -VariableMetric: Iteration # 167 - FCN = 297070.3056474 Edm = 0.000683687 NCalls = 1015 -VariableMetric: Iteration # 168 - FCN = 297070.3039847 Edm = 0.000777841 NCalls = 1018 -VariableMetric: Iteration # 169 - FCN = 297070.3022889 Edm = 0.000372088 NCalls = 1020 -VariableMetric: Iteration # 170 - FCN = 297070.3015348 Edm = 0.000237582 NCalls = 1022 -VariableMetric: Iteration # 171 - FCN = 297070.3009603 Edm = 9.21734e-05 NCalls = 1024 -VariableMetric: Iteration # 172 - FCN = 297070.3007899 Edm = 3.45184e-05 NCalls = 1026 -VariableMetric: After Hessian - FCN = 297070.3007899 Edm = 0.0591324 NCalls = 1513 -VariableMetric: Iteration # 173 - FCN = 297070.3007899 Edm = 0.0591324 NCalls = 1513 -VariableMetric: Iteration # 174 - FCN = 297070.2953828 Edm = 0.0347452 NCalls = 1515 -VariableMetric: Iteration # 175 - FCN = 297070.2930912 Edm = 0.0159043 NCalls = 1517 -VariableMetric: Iteration # 176 - FCN = 297070.2898292 Edm = 0.0019579 NCalls = 1519 -VariableMetric: Iteration # 177 - FCN = 297070.2873123 Edm = 0.00252613 NCalls = 1521 -VariableMetric: Iteration # 178 - FCN = 297070.2800628 Edm = 0.00414178 NCalls = 1525 -VariableMetric: Iteration # 179 - FCN = 297070.2755778 Edm = 0.00165514 NCalls = 1529 -VariableMetric: Iteration # 180 - FCN = 297070.2721421 Edm = 0.00147488 NCalls = 1531 -VariableMetric: Iteration # 181 - FCN = 297070.2697065 Edm = 0.00313248 NCalls = 1533 -VariableMetric: Iteration # 182 - FCN = 297070.2671454 Edm = 0.000889369 NCalls = 1536 -VariableMetric: Iteration # 183 - FCN = 297070.2648545 Edm = 0.00258243 NCalls = 1539 -VariableMetric: Iteration # 184 - FCN = 297070.2612591 Edm = 0.00120498 NCalls = 1542 -VariableMetric: Iteration # 185 - FCN = 297070.2590031 Edm = 0.00225377 NCalls = 1545 -VariableMetric: Iteration # 186 - FCN = 297070.2566462 Edm = 0.000612584 NCalls = 1547 -VariableMetric: Iteration # 187 - FCN = 297070.2552374 Edm = 0.00096536 NCalls = 1550 -VariableMetric: Iteration # 188 - FCN = 297070.2545001 Edm = 0.000387052 NCalls = 1552 -VariableMetric: Iteration # 189 - FCN = 297070.2535181 Edm = 0.000382384 NCalls = 1554 -VariableMetric: Iteration # 190 - FCN = 297070.2530506 Edm = 0.000145194 NCalls = 1556 -VariableMetric: Iteration # 191 - FCN = 297070.2527647 Edm = 0.000111284 NCalls = 1559 -VariableMetric: Iteration # 192 - FCN = 297070.2525114 Edm = 0.000100437 NCalls = 1561 -VariableMetric: Iteration # 193 - FCN = 297070.2522281 Edm = 0.000106936 NCalls = 1564 -VariableMetric: Iteration # 194 - FCN = 297070.2521207 Edm = 2.09205e-05 NCalls = 1566 -VariableMetric: After Hessian - FCN = 297070.2521207 Edm = 0.000155441 NCalls = 2053 -VariableMetric: Iteration # 195 - FCN = 297070.2521207 Edm = 0.000155441 NCalls = 2053 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309590.1945891 Edm = 21.4613 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309590.1945891 Edm = 21.4613 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303133.7699397 Edm = 11.4132 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300159.9306325 Edm = 50.8318 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 300140.0211006 Edm = 18.5397 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300093.1013179 Edm = 30.1241 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 300046.2073604 Edm = 11.9906 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 300042.7927413 Edm = 2.5699 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 300028.8670284 Edm = 10.7674 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 299569.7558917 Edm = 282.889 NCalls = 46 -VariableMetric: Iteration # 9 - FCN = 299421.043378 Edm = 381.559 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 298482.9804677 Edm = 574.472 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298181.4711321 Edm = 168.08 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297845.7665762 Edm = 26.2893 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297782.6030367 Edm = 52.4835 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297605.0425482 Edm = 90.8654 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297446.4573936 Edm = 7.91998 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297430.1536486 Edm = 6.65073 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297426.7718684 Edm = 2.93014 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297422.5590203 Edm = 0.0843445 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297422.4210222 Edm = 0.0142475 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297422.2290396 Edm = 0.164712 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297375.2032956 Edm = 42.6442 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297365.3253744 Edm = 9.39464 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297352.5042814 Edm = 4.1995 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297344.9873553 Edm = 0.35234 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297344.6498056 Edm = 0.0127527 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297344.6191408 Edm = 0.0107544 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297344.3914955 Edm = 0.205196 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297327.8225722 Edm = 5.81867 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297322.2181743 Edm = 1.94623 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297319.7735103 Edm = 0.741515 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297318.9672277 Edm = 0.292792 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297318.6938308 Edm = 0.0666637 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297318.6482296 Edm = 0.0050591 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297318.6345265 Edm = 0.00959716 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297318.275337 Edm = 0.355102 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297312.9538309 Edm = 5.40499 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297311.0856904 Edm = 3.39434 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297310.0983039 Edm = 1.76066 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297309.1213806 Edm = 0.305645 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297308.8947221 Edm = 0.0513744 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297308.7063974 Edm = 0.0926521 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297308.3649043 Edm = 0.0993313 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297308.2736328 Edm = 0.0132717 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297308.2566448 Edm = 0.00345083 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297308.239236 Edm = 0.00778678 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297308.0943727 Edm = 0.17191 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297299.2241092 Edm = 12.4396 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297290.1300518 Edm = 11.1953 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297283.6731237 Edm = 187.42 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297278.9390568 Edm = 3.17938 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297266.4947196 Edm = 3.15824 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297257.7446964 Edm = 4.89344 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297250.0840213 Edm = 0.854579 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297249.5049748 Edm = 0.0796476 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297249.4437988 Edm = 0.00574323 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297249.3850047 Edm = 0.0595232 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297246.1743471 Edm = 2.74788 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297219.0718063 Edm = 1.07793 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297216.8197316 Edm = 0.697116 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297213.7398081 Edm = 1.82923 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297210.8433228 Edm = 0.376194 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297210.3881263 Edm = 0.160919 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297210.2407835 Edm = 0.0602252 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297210.1709536 Edm = 0.00331266 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297210.1676279 Edm = 0.00118506 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297210.1632568 Edm = 0.00129071 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297210.1591342 Edm = 0.00260749 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297209.9549885 Edm = 0.190921 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297204.5561332 Edm = 1.92497 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297202.094514 Edm = 0.368603 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297201.8979748 Edm = 0.0379922 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297201.8509304 Edm = 0.0198646 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297201.8270899 Edm = 0.00626134 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297201.8174797 Edm = 0.00261275 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297201.8129445 Edm = 0.000196902 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297201.812603 Edm = 0.000155318 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297201.801599 Edm = 0.0104069 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297200.7848045 Edm = 0.422199 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297200.2978465 Edm = 0.0393876 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297200.2630598 Edm = 0.000645621 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297200.2623962 Edm = 5.80365e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297200.2623962 Edm = 1.93718 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 297200.2623962 Edm = 1.93718 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297198.477009 Edm = 0.322193 NCalls = 737 -VariableMetric: Iteration # 84 - FCN = 297198.248624 Edm = 0.103761 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297198.0912059 Edm = 0.0799151 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297197.9798457 Edm = 0.0633071 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297197.9138372 Edm = 0.0582297 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297197.8713189 Edm = 0.026716 NCalls = 748 -VariableMetric: Iteration # 89 - FCN = 297197.8492929 Edm = 0.00380401 NCalls = 750 -VariableMetric: Iteration # 90 - FCN = 297197.8464841 Edm = 0.000176271 NCalls = 752 -VariableMetric: Iteration # 91 - FCN = 297197.8463199 Edm = 1.06095e-05 NCalls = 753 -VariableMetric: After Hessian - FCN = 297197.8463199 Edm = 1.13912e-05 NCalls = 1232 -VariableMetric: Iteration # 92 - FCN = 297197.8463199 Edm = 1.13912e-05 NCalls = 1232 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328875.488235 Edm = 160.131 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328875.488235 Edm = 160.131 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302963.6047651 Edm = 4.56322 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302335.6215528 Edm = 4.21222 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 302334.2875304 Edm = 6.33251 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 302052.3703379 Edm = 679.683 NCalls = 34 -VariableMetric: Iteration # 5 - FCN = 302049.0246822 Edm = 5.80156 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 301255.7405958 Edm = 755.614 NCalls = 45 -VariableMetric: Iteration # 7 - FCN = 301252.3247384 Edm = 3.88544 NCalls = 47 -VariableMetric: Iteration # 8 - FCN = 300893.8589789 Edm = 285.605 NCalls = 54 -VariableMetric: Iteration # 9 - FCN = 299938.6913433 Edm = 29.0426 NCalls = 63 -VariableMetric: Iteration # 10 - FCN = 298600.1495493 Edm = 40.7066 NCalls = 67 -VariableMetric: Iteration # 11 - FCN = 298508.1568905 Edm = 4.64384 NCalls = 69 -VariableMetric: Iteration # 12 - FCN = 298496.7634576 Edm = 3.96109 NCalls = 71 -VariableMetric: Iteration # 13 - FCN = 298351.096614 Edm = 143.471 NCalls = 78 -VariableMetric: Iteration # 14 - FCN = 297555.3128918 Edm = 3.18682 NCalls = 82 -VariableMetric: Iteration # 15 - FCN = 297551.6288041 Edm = 1.72935 NCalls = 84 -VariableMetric: Iteration # 16 - FCN = 297546.5637955 Edm = 3.18745 NCalls = 86 -VariableMetric: Iteration # 17 - FCN = 297540.6891301 Edm = 0.100531 NCalls = 88 -VariableMetric: Iteration # 18 - FCN = 297540.4431796 Edm = 0.159191 NCalls = 90 -VariableMetric: Iteration # 19 - FCN = 297503.8987077 Edm = 26.0332 NCalls = 100 -VariableMetric: Iteration # 20 - FCN = 297503.7581437 Edm = 0.468451 NCalls = 102 -VariableMetric: Iteration # 21 - FCN = 297503.5203586 Edm = 0.126877 NCalls = 104 -VariableMetric: Iteration # 22 - FCN = 297500.5185766 Edm = 3.16966 NCalls = 109 -VariableMetric: Iteration # 23 - FCN = 297476.3370335 Edm = 11.6655 NCalls = 116 -VariableMetric: Iteration # 24 - FCN = 297467.2984532 Edm = 2.05015 NCalls = 118 -VariableMetric: Iteration # 25 - FCN = 297465.7004687 Edm = 0.343989 NCalls = 120 -VariableMetric: Iteration # 26 - FCN = 297465.2597496 Edm = 0.153696 NCalls = 122 -VariableMetric: Iteration # 27 - FCN = 297458.6905011 Edm = 9.68255 NCalls = 128 -VariableMetric: Iteration # 28 - FCN = 297451.0734993 Edm = 8.24795 NCalls = 135 -VariableMetric: Iteration # 29 - FCN = 297427.0782753 Edm = 5.55349 NCalls = 138 -VariableMetric: Iteration # 30 - FCN = 297421.1992187 Edm = 2.14451 NCalls = 140 -VariableMetric: Iteration # 31 - FCN = 297420.0454491 Edm = 0.0313798 NCalls = 142 -VariableMetric: Iteration # 32 - FCN = 297419.8735596 Edm = 0.165957 NCalls = 145 -VariableMetric: Iteration # 33 - FCN = 297413.6668634 Edm = 6.65396 NCalls = 151 -VariableMetric: Iteration # 34 - FCN = 297413.4961604 Edm = 0.119769 NCalls = 153 -VariableMetric: Iteration # 35 - FCN = 297408.1398309 Edm = 2.84105 NCalls = 160 -VariableMetric: Iteration # 36 - FCN = 297359.7995446 Edm = 11.786 NCalls = 164 -VariableMetric: Iteration # 37 - FCN = 297321.1955105 Edm = 6.69604 NCalls = 167 -VariableMetric: Iteration # 38 - FCN = 297309.8602005 Edm = 2.53292 NCalls = 170 -VariableMetric: Iteration # 39 - FCN = 297305.6004595 Edm = 0.921833 NCalls = 173 -VariableMetric: Iteration # 40 - FCN = 297304.9616329 Edm = 0.182651 NCalls = 175 -VariableMetric: Iteration # 41 - FCN = 297304.8340257 Edm = 0.00923649 NCalls = 177 -VariableMetric: Iteration # 42 - FCN = 297304.7790844 Edm = 0.0384538 NCalls = 180 -VariableMetric: Iteration # 43 - FCN = 297304.4601548 Edm = 0.158534 NCalls = 183 -VariableMetric: Iteration # 44 - FCN = 297299.7501675 Edm = 4.67816 NCalls = 187 -VariableMetric: Iteration # 45 - FCN = 297288.3192923 Edm = 9.52486 NCalls = 192 -VariableMetric: Iteration # 46 - FCN = 297264.8162717 Edm = 8.28883 NCalls = 195 -VariableMetric: Iteration # 47 - FCN = 297234.5566221 Edm = 13.9427 NCalls = 201 -VariableMetric: Iteration # 48 - FCN = 297223.6187822 Edm = 13.0592 NCalls = 204 -VariableMetric: Iteration # 49 - FCN = 297212.6664561 Edm = 4.40435 NCalls = 206 -VariableMetric: Iteration # 50 - FCN = 297209.3931863 Edm = 5.40955 NCalls = 208 -VariableMetric: Iteration # 51 - FCN = 297206.392078 Edm = 0.640771 NCalls = 212 -VariableMetric: Iteration # 52 - FCN = 297205.9723908 Edm = 0.0896985 NCalls = 214 -VariableMetric: Iteration # 53 - FCN = 297205.8866981 Edm = 0.0119346 NCalls = 216 -VariableMetric: Iteration # 54 - FCN = 297204.7153965 Edm = 1.17196 NCalls = 222 -VariableMetric: Iteration # 55 - FCN = 297204.4618187 Edm = 0.263094 NCalls = 226 -VariableMetric: Iteration # 56 - FCN = 297202.8885671 Edm = 1.44699 NCalls = 232 -VariableMetric: Iteration # 57 - FCN = 297188.5210351 Edm = 0.486135 NCalls = 236 -VariableMetric: Iteration # 58 - FCN = 297187.8999317 Edm = 0.218726 NCalls = 238 -VariableMetric: Iteration # 59 - FCN = 297187.3702876 Edm = 0.0794622 NCalls = 240 -VariableMetric: Iteration # 60 - FCN = 297187.2572005 Edm = 0.00579527 NCalls = 242 -VariableMetric: Iteration # 61 - FCN = 297187.2521389 Edm = 0.00185546 NCalls = 244 -VariableMetric: Iteration # 62 - FCN = 297187.2389053 Edm = 0.0111694 NCalls = 247 -VariableMetric: Iteration # 63 - FCN = 297184.5604989 Edm = 1.74193 NCalls = 253 -VariableMetric: Iteration # 64 - FCN = 297177.561238 Edm = 0.174465 NCalls = 255 -VariableMetric: Iteration # 65 - FCN = 297177.3574637 Edm = 0.0103708 NCalls = 257 -VariableMetric: Iteration # 66 - FCN = 297177.3470725 Edm = 0.000808648 NCalls = 258 -VariableMetric: Iteration # 67 - FCN = 297177.3453555 Edm = 0.00100954 NCalls = 260 -VariableMetric: Iteration # 68 - FCN = 297177.2187536 Edm = 0.110935 NCalls = 266 -VariableMetric: Iteration # 69 - FCN = 297175.9194033 Edm = 1.04333 NCalls = 270 -VariableMetric: Iteration # 70 - FCN = 297171.7851057 Edm = 1.78006 NCalls = 273 -VariableMetric: Iteration # 71 - FCN = 297169.3068488 Edm = 0.0843832 NCalls = 275 -VariableMetric: Iteration # 72 - FCN = 297169.2173737 Edm = 0.00735343 NCalls = 276 -VariableMetric: Iteration # 73 - FCN = 297169.2092276 Edm = 0.00077888 NCalls = 278 -VariableMetric: Iteration # 74 - FCN = 297169.2083267 Edm = 0.000118099 NCalls = 280 -VariableMetric: Iteration # 75 - FCN = 297169.206053 Edm = 0.00208006 NCalls = 284 -VariableMetric: Iteration # 76 - FCN = 297169.058476 Edm = 0.127622 NCalls = 289 -VariableMetric: Iteration # 77 - FCN = 297167.7609822 Edm = 0.129026 NCalls = 292 -VariableMetric: Iteration # 78 - FCN = 297167.6240011 Edm = 0.00283764 NCalls = 294 -VariableMetric: Iteration # 79 - FCN = 297167.6207219 Edm = 0.000137493 NCalls = 296 -VariableMetric: Iteration # 80 - FCN = 297167.6204566 Edm = 0.000128186 NCalls = 298 -VariableMetric: Iteration # 81 - FCN = 297167.6177167 Edm = 0.00267149 NCalls = 302 -VariableMetric: Iteration # 82 - FCN = 297167.4686131 Edm = 0.115963 NCalls = 307 -VariableMetric: Iteration # 83 - FCN = 297166.9335918 Edm = 0.041813 NCalls = 309 -VariableMetric: Iteration # 84 - FCN = 297166.8892533 Edm = 0.000742092 NCalls = 311 -VariableMetric: Iteration # 85 - FCN = 297166.8885076 Edm = 9.75335e-06 NCalls = 312 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302258.576686 Edm = 13.6765 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302258.576686 Edm = 13.6765 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301381.3555436 Edm = 1.77984 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301374.3392743 Edm = 2.17416 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 301117.484682 Edm = 379.899 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 301104.7146577 Edm = 13.9044 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300143.2987996 Edm = 332.706 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299001.2621466 Edm = 494.221 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298331.7260262 Edm = 2.65256 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298330.4566862 Edm = 0.492658 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298325.250122 Edm = 6.21956 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298084.8036704 Edm = 53.1393 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298022.7743824 Edm = 6.94973 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298014.3781495 Edm = 0.275545 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298013.1751078 Edm = 0.80347 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297941.2478843 Edm = 47.001 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297800.1094933 Edm = 2.10096 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297797.9799135 Edm = 0.102051 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297797.208294 Edm = 0.684389 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297754.8212698 Edm = 43.8662 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297754.4629331 Edm = 0.254142 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297683.114753 Edm = 43.4129 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297584.9612741 Edm = 11.4458 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297577.8495352 Edm = 1.92673 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297576.7592692 Edm = 0.146855 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297576.60695 Edm = 0.0226581 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297576.4321788 Edm = 0.196862 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297568.3342284 Edm = 5.15779 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297546.0565853 Edm = 0.883357 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297543.3317637 Edm = 0.512702 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297542.1205962 Edm = 0.191579 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297541.3026468 Edm = 0.286325 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297540.3347171 Edm = 0.249023 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297539.8780408 Edm = 0.743346 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297538.7663345 Edm = 0.799862 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297537.3677769 Edm = 0.562278 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297536.8012213 Edm = 0.212472 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297536.5059682 Edm = 0.12263 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297536.3720528 Edm = 0.0345023 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297536.2989096 Edm = 0.0267087 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297536.1294898 Edm = 0.157936 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297534.5451995 Edm = 1.58302 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297534.3737755 Edm = 0.310064 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297530.4120391 Edm = 3.619 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297493.3028664 Edm = 58.0519 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297464.546995 Edm = 6.41902 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297451.9569885 Edm = 4.92638 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297444.6319499 Edm = 2.79042 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297439.2710802 Edm = 0.233397 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297438.9319614 Edm = 0.0244515 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297438.897625 Edm = 0.0136793 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297438.7686029 Edm = 0.0992821 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297438.3330624 Edm = 0.273851 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297437.6039424 Edm = 0.540158 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297436.9687725 Edm = 3.00293 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297435.9439347 Edm = 0.632918 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297434.6337738 Edm = 161426 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297430.0326402 Edm = 649221 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297414.7542313 Edm = 27129 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297411.4612941 Edm = 17584.2 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297408.1715381 Edm = 34217.4 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297396.33595 Edm = 1741.21 NCalls = 217 -VariableMetric: Iteration # 61 - FCN = 297393.118186 Edm = 4801.2 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297389.7516775 Edm = 2481.83 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297384.6637592 Edm = 432.168 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297381.9075082 Edm = 892.311 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297379.2982986 Edm = 2143.31 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297377.1434795 Edm = 144.188 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297374.5919901 Edm = 104.906 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297371.5848143 Edm = 90.6904 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297369.2407361 Edm = 25.3931 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297364.155777 Edm = 392.41 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297361.8806559 Edm = 24.4923 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297358.3933482 Edm = 7.96493 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297353.9267475 Edm = 9.41836 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297353.1746937 Edm = 4.27927 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297351.2298255 Edm = 2.52137 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297350.1577954 Edm = 2.36291 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297349.3656246 Edm = 8.17196 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297348.7848827 Edm = 2.10133 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297348.1986066 Edm = 1.40962 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297347.6537783 Edm = 0.403529 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297347.3119104 Edm = 0.24129 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297347.0656909 Edm = 0.334121 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297346.9010497 Edm = 0.155257 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297346.6752572 Edm = 0.159357 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297346.5780913 Edm = 0.0914687 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297346.5065549 Edm = 0.0353923 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297346.4720398 Edm = 0.0282881 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297346.4216856 Edm = 0.0110784 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297346.405337 Edm = 0.00424847 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297346.4022929 Edm = 0.00077886 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297346.4014261 Edm = 0.000124278 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297346.4007403 Edm = 0.000428421 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297346.3987049 Edm = 0.000465091 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297346.3980566 Edm = 5.99821e-05 NCalls = 293 -VariableMetric: After Hessian - FCN = 297346.3980566 Edm = 0.000134895 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297346.3980566 Edm = 0.000134895 NCalls = 770 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306038.8596271 Edm = 8.96122 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306038.8596271 Edm = 8.96122 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302897.0780955 Edm = 14.5548 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302756.5011035 Edm = 21.9293 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302745.261161 Edm = 1.54382 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302154.5648732 Edm = 201.437 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 301537.1730782 Edm = 233.356 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 300934.0792742 Edm = 525.67 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299642.042308 Edm = 1.50535e+07 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 299239.3539619 Edm = 6.70831e+06 NCalls = 52 -VariableMetric: Iteration # 9 - FCN = 298926.5385103 Edm = 1.18094e+06 NCalls = 61 -VariableMetric: Iteration # 10 - FCN = 298626.8514912 Edm = 789320 NCalls = 72 -VariableMetric: Iteration # 11 - FCN = 298532.3473665 Edm = 131412 NCalls = 79 -VariableMetric: Iteration # 12 - FCN = 298438.5371837 Edm = 18800.1 NCalls = 84 -VariableMetric: Iteration # 13 - FCN = 298401.7864093 Edm = 23521.2 NCalls = 88 -VariableMetric: Iteration # 14 - FCN = 298320.1752271 Edm = 35472.1 NCalls = 92 -VariableMetric: Iteration # 15 - FCN = 298212.1601914 Edm = 45201.3 NCalls = 95 -VariableMetric: Iteration # 16 - FCN = 298172.803796 Edm = 9352.42 NCalls = 99 -VariableMetric: Iteration # 17 - FCN = 298138.7198876 Edm = 18267.9 NCalls = 103 -VariableMetric: Iteration # 18 - FCN = 297996.181769 Edm = 79162.2 NCalls = 105 -VariableMetric: Iteration # 19 - FCN = 297709.5012817 Edm = 3150.44 NCalls = 107 -VariableMetric: Iteration # 20 - FCN = 297686.2002548 Edm = 1747.54 NCalls = 110 -VariableMetric: Iteration # 21 - FCN = 297629.9182858 Edm = 6251.38 NCalls = 113 -VariableMetric: Iteration # 22 - FCN = 297545.9609172 Edm = 9711.18 NCalls = 115 -VariableMetric: Iteration # 23 - FCN = 297423.6476284 Edm = 12681.7 NCalls = 117 -VariableMetric: Iteration # 24 - FCN = 297387.1343048 Edm = 1028.13 NCalls = 120 -VariableMetric: Iteration # 25 - FCN = 297362.4061155 Edm = 2159.14 NCalls = 123 -VariableMetric: Iteration # 26 - FCN = 297351.8708005 Edm = 352.521 NCalls = 126 -VariableMetric: Iteration # 27 - FCN = 297335.3908667 Edm = 210.374 NCalls = 129 -VariableMetric: Iteration # 28 - FCN = 297313.1211467 Edm = 228.639 NCalls = 131 -VariableMetric: Iteration # 29 - FCN = 297302.2909259 Edm = 26.0785 NCalls = 133 -VariableMetric: Iteration # 30 - FCN = 297298.6239239 Edm = 17.9503 NCalls = 135 -VariableMetric: Iteration # 31 - FCN = 297295.2953457 Edm = 3.96697 NCalls = 137 -VariableMetric: Iteration # 32 - FCN = 297290.6145901 Edm = 6.78864 NCalls = 140 -VariableMetric: Iteration # 33 - FCN = 297288.6876724 Edm = 12.1031 NCalls = 142 -VariableMetric: Iteration # 34 - FCN = 297287.0080919 Edm = 3.48243 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297285.0826984 Edm = 1.50011 NCalls = 147 -VariableMetric: Iteration # 36 - FCN = 297284.2917291 Edm = 0.980891 NCalls = 149 -VariableMetric: Iteration # 37 - FCN = 297283.6624574 Edm = 0.43653 NCalls = 151 -VariableMetric: Iteration # 38 - FCN = 297282.9272793 Edm = 0.38955 NCalls = 153 -VariableMetric: Iteration # 39 - FCN = 297282.0211392 Edm = 0.670627 NCalls = 155 -VariableMetric: Iteration # 40 - FCN = 297279.7098063 Edm = 1.8045 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297278.9564183 Edm = 1.24777 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297276.7864271 Edm = 1.65942 NCalls = 165 -VariableMetric: Iteration # 43 - FCN = 297275.1689313 Edm = 0.756534 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297274.3773024 Edm = 0.739145 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297273.0898908 Edm = 0.654829 NCalls = 171 -VariableMetric: Iteration # 46 - FCN = 297272.3953873 Edm = 0.332235 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297271.9349616 Edm = 0.300259 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297271.5011101 Edm = 0.269744 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297271.1550303 Edm = 0.0918179 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297271.0238305 Edm = 0.0621136 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297270.9528411 Edm = 0.0401862 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297270.8849307 Edm = 0.0339524 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297270.7731169 Edm = 0.0443386 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297270.6699599 Edm = 0.0385554 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297270.579658 Edm = 0.019356 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297270.5477746 Edm = 0.0111666 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297270.5089179 Edm = 0.0130854 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297270.4771311 Edm = 0.00486476 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297270.4655361 Edm = 0.00420578 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297270.4520443 Edm = 0.00376699 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297270.4464287 Edm = 0.000449258 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297270.4456403 Edm = 0.000328769 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297270.4433995 Edm = 0.00138201 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297270.4351459 Edm = 0.00466484 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297270.4117078 Edm = 0.0154176 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297270.3923305 Edm = 0.0256572 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297270.3601366 Edm = 0.0331895 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297270.2376186 Edm = 0.186111 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297270.2329382 Edm = 0.00662497 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297270.2214837 Edm = 0.0109622 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297270.0828937 Edm = 0.101223 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297269.8621979 Edm = 0.143818 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297269.7715471 Edm = 0.0852436 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297269.6504014 Edm = 0.0825603 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297269.5144735 Edm = 0.132033 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297269.338498 Edm = 0.215069 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297269.2474167 Edm = 0.159707 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297268.881167 Edm = 0.218142 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297268.4606977 Edm = 0.852553 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297267.8343868 Edm = 0.668577 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297267.4228341 Edm = 0.421734 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297267.0556377 Edm = 0.597768 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297266.3981891 Edm = 1.24839 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297265.2227048 Edm = 2.25713 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297265.0848021 Edm = 0.327898 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297264.8285434 Edm = 0.747422 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297259.5624428 Edm = 3.33368 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297258.9678447 Edm = 5.85014 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297257.9318639 Edm = 1.96621 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297257.1932343 Edm = 0.701687 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297256.9374933 Edm = 0.257122 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297256.739378 Edm = 0.225783 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297256.436697 Edm = 0.176534 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297255.4385919 Edm = 0.669737 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297255.1427546 Edm = 0.569842 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297254.3433931 Edm = 0.931626 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297253.1995955 Edm = 0.93397 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297252.266346 Edm = 0.501896 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297251.5005771 Edm = 0.499045 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297251.2613919 Edm = 0.168925 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297251.0725253 Edm = 0.141837 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297250.9218312 Edm = 0.0916934 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297250.7610515 Edm = 0.0621463 NCalls = 346 -VariableMetric: Iteration # 104 - FCN = 297250.6687856 Edm = 0.0182085 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297250.6436598 Edm = 0.00496756 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297250.6355356 Edm = 0.00129335 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297250.6335676 Edm = 0.000316036 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297250.6330612 Edm = 0.000187255 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297250.6326457 Edm = 0.000240575 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297250.6320601 Edm = 0.000171685 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297250.6316445 Edm = 3.98913e-05 NCalls = 363 -VariableMetric: After Hessian - FCN = 297250.6316445 Edm = 6.47978e-05 NCalls = 898 -VariableMetric: Iteration # 112 - FCN = 297250.6316445 Edm = 6.47978e-05 NCalls = 898 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320012.9172187 Edm = 398.295 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320012.9172187 Edm = 398.295 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306813.4472559 Edm = 25.2439 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302945.8775288 Edm = 45.2516 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 302763.1865522 Edm = 26580.4 NCalls = 34 -VariableMetric: Iteration # 4 - FCN = 299180.2504668 Edm = 1.54708e+07 NCalls = 45 -VariableMetric: Iteration # 5 - FCN = 299180.2504668 Edm = 1.54708e+07 NCalls = 56 -VariableMetric: After Hessian - FCN = 299180.2504668 Edm = 324.796 NCalls = 551 -VariableMetric: Iteration # 6 - FCN = 299180.2504668 Edm = 324.796 NCalls = 551 -VariableMetric: Iteration # 7 - FCN = 299141.3162743 Edm = 1.386e+07 NCalls = 553 -VariableMetric: Iteration # 8 - FCN = 298272.2786275 Edm = 18.1912 NCalls = 559 -VariableMetric: Iteration # 9 - FCN = 298271.6538802 Edm = 33.7069 NCalls = 562 -VariableMetric: Iteration # 10 - FCN = 298121.5046492 Edm = 6.81787 NCalls = 566 -VariableMetric: Iteration # 11 - FCN = 298102.8900118 Edm = 5.72683 NCalls = 569 -VariableMetric: Iteration # 12 - FCN = 298092.4510852 Edm = 8.09166 NCalls = 572 -VariableMetric: Iteration # 13 - FCN = 297934.8859262 Edm = 1.41263 NCalls = 577 -VariableMetric: Iteration # 14 - FCN = 297929.059458 Edm = 2.40979 NCalls = 579 -VariableMetric: Iteration # 15 - FCN = 297905.0461293 Edm = 14.0118 NCalls = 585 -VariableMetric: Iteration # 16 - FCN = 297894.9985727 Edm = 19.5979 NCalls = 587 -VariableMetric: Iteration # 17 - FCN = 297861.0646899 Edm = 3.38593 NCalls = 591 -VariableMetric: Iteration # 18 - FCN = 297856.9715722 Edm = 3.79977 NCalls = 594 -VariableMetric: Iteration # 19 - FCN = 297828.7610276 Edm = 4.47611 NCalls = 597 -VariableMetric: Iteration # 20 - FCN = 297824.2937342 Edm = 2.56521 NCalls = 599 -VariableMetric: Iteration # 21 - FCN = 297819.7246512 Edm = 3.87111 NCalls = 601 -VariableMetric: Iteration # 22 - FCN = 297785.5489116 Edm = 9.89247 NCalls = 605 -VariableMetric: Iteration # 23 - FCN = 297767.4102846 Edm = 2.61104 NCalls = 608 -VariableMetric: Iteration # 24 - FCN = 297758.9026132 Edm = 4.49001 NCalls = 611 -VariableMetric: Iteration # 25 - FCN = 297751.0997385 Edm = 3.40615 NCalls = 614 -VariableMetric: Iteration # 26 - FCN = 297747.2487446 Edm = 2.69178 NCalls = 616 -VariableMetric: Iteration # 27 - FCN = 297720.6124214 Edm = 4.03332 NCalls = 621 -VariableMetric: Iteration # 28 - FCN = 297707.0128938 Edm = 7.88192 NCalls = 624 -VariableMetric: Iteration # 29 - FCN = 297701.203674 Edm = 4.18921 NCalls = 626 -VariableMetric: Iteration # 30 - FCN = 297697.8518595 Edm = 0.703828 NCalls = 628 -VariableMetric: Iteration # 31 - FCN = 297697.1202576 Edm = 0.0898362 NCalls = 630 -VariableMetric: Iteration # 32 - FCN = 297696.8396666 Edm = 0.121009 NCalls = 632 -VariableMetric: Iteration # 33 - FCN = 297695.6220428 Edm = 1.26123 NCalls = 635 -VariableMetric: Iteration # 34 - FCN = 297684.0056109 Edm = 7.59921 NCalls = 640 -VariableMetric: Iteration # 35 - FCN = 297667.689725 Edm = 1.10548 NCalls = 642 -VariableMetric: Iteration # 36 - FCN = 297665.8703165 Edm = 0.398762 NCalls = 644 -VariableMetric: Iteration # 37 - FCN = 297665.5432943 Edm = 0.137972 NCalls = 646 -VariableMetric: Iteration # 38 - FCN = 297664.9004207 Edm = 0.523902 NCalls = 649 -VariableMetric: Iteration # 39 - FCN = 297658.3848679 Edm = 6.12046 NCalls = 657 -VariableMetric: Iteration # 40 - FCN = 297653.4671852 Edm = 5.79308 NCalls = 659 -VariableMetric: Iteration # 41 - FCN = 297646.2298287 Edm = 5.73161 NCalls = 662 -VariableMetric: Iteration # 42 - FCN = 297640.7702991 Edm = 7.46748 NCalls = 664 -VariableMetric: Iteration # 43 - FCN = 297621.6061093 Edm = 6.40804 NCalls = 668 -VariableMetric: Iteration # 44 - FCN = 297609.8722246 Edm = 4.06856 NCalls = 671 -VariableMetric: Iteration # 45 - FCN = 297605.2292562 Edm = 6.57013 NCalls = 673 -VariableMetric: Iteration # 46 - FCN = 297598.8859852 Edm = 4.52817 NCalls = 676 -VariableMetric: Iteration # 47 - FCN = 297587.3854367 Edm = 1.49864 NCalls = 679 -VariableMetric: Iteration # 48 - FCN = 297585.1181794 Edm = 0.560739 NCalls = 681 -VariableMetric: Iteration # 49 - FCN = 297583.2210861 Edm = 1.66558 NCalls = 684 -VariableMetric: Iteration # 50 - FCN = 297582.1210992 Edm = 2.05245 NCalls = 686 -VariableMetric: Iteration # 51 - FCN = 297580.4588589 Edm = 1.92316 NCalls = 690 -VariableMetric: Iteration # 52 - FCN = 297578.0353702 Edm = 1.4054 NCalls = 693 -VariableMetric: Iteration # 53 - FCN = 297576.4893748 Edm = 1.48915 NCalls = 694 -VariableMetric: Iteration # 54 - FCN = 297573.1191464 Edm = 1.07496 NCalls = 697 -VariableMetric: Iteration # 55 - FCN = 297572.1350627 Edm = 0.346061 NCalls = 699 -VariableMetric: Iteration # 56 - FCN = 297571.7597371 Edm = 0.197605 NCalls = 701 -VariableMetric: Iteration # 57 - FCN = 297567.747115 Edm = 3.15022 NCalls = 706 -VariableMetric: Iteration # 58 - FCN = 297554.381305 Edm = 3.8027 NCalls = 709 -VariableMetric: Iteration # 59 - FCN = 297550.3553405 Edm = 0.960467 NCalls = 711 -VariableMetric: Iteration # 60 - FCN = 297549.416264 Edm = 0.125934 NCalls = 713 -VariableMetric: Iteration # 61 - FCN = 297549.2664699 Edm = 0.0292956 NCalls = 715 -VariableMetric: Iteration # 62 - FCN = 297549.0649171 Edm = 0.1829 NCalls = 718 -VariableMetric: Iteration # 63 - FCN = 297545.8711589 Edm = 1.96139 NCalls = 724 -VariableMetric: Iteration # 64 - FCN = 297537.5086902 Edm = 4.12551 NCalls = 727 -VariableMetric: Iteration # 65 - FCN = 297534.3670821 Edm = 5.05019 NCalls = 730 -VariableMetric: Iteration # 66 - FCN = 297527.9643656 Edm = 4.40424 NCalls = 734 -VariableMetric: Iteration # 67 - FCN = 297520.9233983 Edm = 0.789665 NCalls = 736 -VariableMetric: Iteration # 68 - FCN = 297519.9191982 Edm = 0.313756 NCalls = 738 -VariableMetric: Iteration # 69 - FCN = 297519.2650294 Edm = 0.371459 NCalls = 741 -VariableMetric: Iteration # 70 - FCN = 297518.3556818 Edm = 0.261141 NCalls = 744 -VariableMetric: Iteration # 71 - FCN = 297517.5854231 Edm = 0.492571 NCalls = 746 -VariableMetric: Iteration # 72 - FCN = 297517.0997451 Edm = 0.654751 NCalls = 748 -VariableMetric: Iteration # 73 - FCN = 297515.9453755 Edm = 0.308635 NCalls = 752 -VariableMetric: Iteration # 74 - FCN = 297515.2831283 Edm = 0.597852 NCalls = 756 -VariableMetric: Iteration # 75 - FCN = 297514.9636938 Edm = 0.0782449 NCalls = 758 -VariableMetric: Iteration # 76 - FCN = 297514.898003 Edm = 0.0493837 NCalls = 760 -VariableMetric: Iteration # 77 - FCN = 297514.861147 Edm = 0.013653 NCalls = 762 -VariableMetric: Iteration # 78 - FCN = 297514.7437246 Edm = 0.0982496 NCalls = 765 -VariableMetric: Iteration # 79 - FCN = 297512.4531693 Edm = 1.19274 NCalls = 770 -VariableMetric: Iteration # 80 - FCN = 297509.7129548 Edm = 1.18918 NCalls = 773 -VariableMetric: Iteration # 81 - FCN = 297507.3923397 Edm = 1.30008 NCalls = 776 -VariableMetric: Iteration # 82 - FCN = 297506.136993 Edm = 0.799529 NCalls = 778 -VariableMetric: Iteration # 83 - FCN = 297503.9740014 Edm = 2.26369 NCalls = 781 -VariableMetric: Iteration # 84 - FCN = 297501.0426788 Edm = 1.79501 NCalls = 788 -VariableMetric: Iteration # 85 - FCN = 297499.5843742 Edm = 0.24891 NCalls = 790 -VariableMetric: Iteration # 86 - FCN = 297499.2106281 Edm = 0.15108 NCalls = 792 -VariableMetric: Iteration # 87 - FCN = 297499.140493 Edm = 0.0606643 NCalls = 794 -VariableMetric: Iteration # 88 - FCN = 297499.0656984 Edm = 0.00874893 NCalls = 796 -VariableMetric: Iteration # 89 - FCN = 297499.0509715 Edm = 0.00553191 NCalls = 798 -VariableMetric: Iteration # 90 - FCN = 297498.9541585 Edm = 0.0773567 NCalls = 802 -VariableMetric: Iteration # 91 - FCN = 297496.4494278 Edm = 1.39921 NCalls = 807 -VariableMetric: Iteration # 92 - FCN = 297493.5700985 Edm = 1.2196 NCalls = 810 -VariableMetric: Iteration # 93 - FCN = 297492.7823027 Edm = 0.491828 NCalls = 812 -VariableMetric: Iteration # 94 - FCN = 297492.3975628 Edm = 0.124634 NCalls = 814 -VariableMetric: Iteration # 95 - FCN = 297492.2116138 Edm = 0.0138765 NCalls = 816 -VariableMetric: Iteration # 96 - FCN = 297492.1982855 Edm = 0.00282585 NCalls = 817 -VariableMetric: Iteration # 97 - FCN = 297492.193178 Edm = 0.00310314 NCalls = 819 -VariableMetric: Iteration # 98 - FCN = 297492.1436396 Edm = 0.0517389 NCalls = 823 -VariableMetric: Iteration # 99 - FCN = 297491.3509371 Edm = 0.771077 NCalls = 830 -VariableMetric: Iteration # 100 - FCN = 297487.3771112 Edm = 1.05881 NCalls = 834 -VariableMetric: Iteration # 101 - FCN = 297486.4778841 Edm = 0.117363 NCalls = 836 -VariableMetric: Iteration # 102 - FCN = 297486.3079299 Edm = 0.0243412 NCalls = 838 -VariableMetric: Iteration # 103 - FCN = 297486.2631778 Edm = 0.00841514 NCalls = 840 -VariableMetric: Iteration # 104 - FCN = 297486.256056 Edm = 0.00373314 NCalls = 842 -VariableMetric: Iteration # 105 - FCN = 297486.2527427 Edm = 0.000859096 NCalls = 844 -VariableMetric: Iteration # 106 - FCN = 297486.2499408 Edm = 0.00215261 NCalls = 846 -VariableMetric: Iteration # 107 - FCN = 297485.9842776 Edm = 0.267376 NCalls = 853 -VariableMetric: Iteration # 108 - FCN = 297483.6521314 Edm = 0.642242 NCalls = 857 -VariableMetric: Iteration # 109 - FCN = 297482.9406023 Edm = 0.0101664 NCalls = 859 -VariableMetric: Iteration # 110 - FCN = 297482.9309833 Edm = 0.000688743 NCalls = 860 -VariableMetric: Iteration # 111 - FCN = 297482.9302017 Edm = 0.000132339 NCalls = 862 -VariableMetric: Iteration # 112 - FCN = 297482.9294266 Edm = 0.00060932 NCalls = 865 -VariableMetric: Iteration # 113 - FCN = 297482.8916681 Edm = 0.0340228 NCalls = 870 -VariableMetric: Iteration # 114 - FCN = 297482.3937277 Edm = 0.141393 NCalls = 873 -VariableMetric: Iteration # 115 - FCN = 297482.2387233 Edm = 0.00825123 NCalls = 875 -VariableMetric: Iteration # 116 - FCN = 297482.2307538 Edm = 0.000179076 NCalls = 876 -VariableMetric: Iteration # 117 - FCN = 297482.2304951 Edm = 0.000107738 NCalls = 878 -VariableMetric: Iteration # 118 - FCN = 297482.2211505 Edm = 0.00869144 NCalls = 884 -VariableMetric: Iteration # 119 - FCN = 297481.8259277 Edm = 0.108256 NCalls = 888 -VariableMetric: Iteration # 120 - FCN = 297481.6676105 Edm = 0.0045858 NCalls = 890 -VariableMetric: Iteration # 121 - FCN = 297481.6635329 Edm = 0.000261604 NCalls = 892 -VariableMetric: Iteration # 122 - FCN = 297481.6632902 Edm = 6.24819e-05 NCalls = 893 -VariableMetric: After Hessian - FCN = 297481.6632902 Edm = 0.258923 NCalls = 1412 -VariableMetric: Iteration # 123 - FCN = 297481.6632902 Edm = 0.258923 NCalls = 1412 -VariableMetric: Iteration # 124 - FCN = 297481.3105694 Edm = 0.2871 NCalls = 1422 -VariableMetric: Iteration # 125 - FCN = 297481.2311882 Edm = 0.730071 NCalls = 1424 -VariableMetric: Iteration # 126 - FCN = 297481.0206755 Edm = 0.0631711 NCalls = 1426 -VariableMetric: Iteration # 127 - FCN = 297480.7632385 Edm = 0.123715 NCalls = 1429 -VariableMetric: Iteration # 128 - FCN = 297480.4999983 Edm = 0.121458 NCalls = 1432 -VariableMetric: Iteration # 129 - FCN = 297480.3230284 Edm = 0.415145 NCalls = 1434 -VariableMetric: Iteration # 130 - FCN = 297480.2384737 Edm = 0.131599 NCalls = 1437 -VariableMetric: Iteration # 131 - FCN = 297480.0809479 Edm = 0.152068 NCalls = 1440 -VariableMetric: Iteration # 132 - FCN = 297479.8762784 Edm = 0.248416 NCalls = 1443 -VariableMetric: Iteration # 133 - FCN = 297479.6245767 Edm = 0.325058 NCalls = 1446 -VariableMetric: Iteration # 134 - FCN = 297479.2704468 Edm = 0.281343 NCalls = 1450 -VariableMetric: Iteration # 135 - FCN = 297479.2009807 Edm = 0.109912 NCalls = 1453 -VariableMetric: Iteration # 136 - FCN = 297478.9189076 Edm = 0.255189 NCalls = 1456 -VariableMetric: Iteration # 137 - FCN = 297478.6271 Edm = 0.293085 NCalls = 1458 -VariableMetric: Iteration # 138 - FCN = 297478.2263009 Edm = 0.257673 NCalls = 1461 -VariableMetric: Iteration # 139 - FCN = 297477.8422842 Edm = 0.747182 NCalls = 1463 -VariableMetric: Iteration # 140 - FCN = 297477.3689961 Edm = 0.737667 NCalls = 1466 -VariableMetric: Iteration # 141 - FCN = 297476.2205638 Edm = 1.13931 NCalls = 1469 -VariableMetric: Iteration # 142 - FCN = 297475.2367294 Edm = 3.80532 NCalls = 1473 -VariableMetric: Iteration # 143 - FCN = 297473.8922027 Edm = 1.94415 NCalls = 1477 -VariableMetric: Iteration # 144 - FCN = 297472.5853111 Edm = 0.583332 NCalls = 1481 -VariableMetric: Iteration # 145 - FCN = 297472.0741263 Edm = 0.735482 NCalls = 1483 -VariableMetric: Iteration # 146 - FCN = 297471.8255937 Edm = 0.0909047 NCalls = 1485 -VariableMetric: Iteration # 147 - FCN = 297471.6775308 Edm = 0.0640637 NCalls = 1487 -VariableMetric: Iteration # 148 - FCN = 297471.6248425 Edm = 0.0103152 NCalls = 1489 -VariableMetric: Iteration # 149 - FCN = 297471.6036588 Edm = 0.00780261 NCalls = 1491 -VariableMetric: Iteration # 150 - FCN = 297471.5721697 Edm = 0.0121683 NCalls = 1494 -VariableMetric: Iteration # 151 - FCN = 297471.5587462 Edm = 0.00619803 NCalls = 1495 -VariableMetric: Iteration # 152 - FCN = 297471.5540351 Edm = 0.00146614 NCalls = 1497 -VariableMetric: Iteration # 153 - FCN = 297471.5517525 Edm = 0.000764571 NCalls = 1499 -VariableMetric: Iteration # 154 - FCN = 297471.5504465 Edm = 0.000899043 NCalls = 1501 -VariableMetric: Iteration # 155 - FCN = 297471.5482726 Edm = 0.00102371 NCalls = 1504 -VariableMetric: Iteration # 156 - FCN = 297471.5445176 Edm = 0.00153799 NCalls = 1506 -VariableMetric: Iteration # 157 - FCN = 297471.5404316 Edm = 0.000785927 NCalls = 1509 -VariableMetric: Iteration # 158 - FCN = 297471.5390574 Edm = 0.00014872 NCalls = 1511 -VariableMetric: Iteration # 159 - FCN = 297471.5387849 Edm = 2.89313e-05 NCalls = 1513 -VariableMetric: After Hessian - FCN = 297471.5387849 Edm = 4.73542e-05 NCalls = 2046 -VariableMetric: Iteration # 160 - FCN = 297471.5387849 Edm = 4.73542e-05 NCalls = 2046 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310418.9280948 Edm = 25.3576 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310418.9280948 Edm = 25.3576 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309083.6854813 Edm = 45.848 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 309026.9801138 Edm = 43.7629 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 305259.1689853 Edm = 202.547 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 301683.8079121 Edm = 490.903 NCalls = 13 -VariableMetric: Iteration # 5 - FCN = 301447.9062793 Edm = 29.8069 NCalls = 15 -VariableMetric: Iteration # 6 - FCN = 300573.1871055 Edm = 1337.28 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 300526.1498316 Edm = 79.4909 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 299265.4782436 Edm = 293.807 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298993.614271 Edm = 1135.4 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 298185.1616489 Edm = 69.1021 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297850.8721045 Edm = 2.35386 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297845.5004491 Edm = 2.78525 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297831.1682191 Edm = 0.812244 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297829.4480646 Edm = 1.71748 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297744.8612037 Edm = 52.8863 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297743.646596 Edm = 0.538405 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297731.6046255 Edm = 7.37455 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297588.8442833 Edm = 44.4007 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297546.8000324 Edm = 0.320054 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297546.036158 Edm = 0.577716 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297531.5765183 Edm = 17.0623 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297523.3659776 Edm = 6.29596 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297457.7398113 Edm = 1.81498 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297455.6003162 Edm = 0.0386908 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297455.4727486 Edm = 0.063105 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297452.0344355 Edm = 3.14 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297340.9673545 Edm = 35.9672 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297281.2480253 Edm = 4.1481 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297274.3678496 Edm = 1.19801 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297272.2328746 Edm = 0.0955489 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297272.0942491 Edm = 0.0154987 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297272.041266 Edm = 0.0364477 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297269.7080296 Edm = 1.83453 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297200.9261562 Edm = 27.7115 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297157.6553116 Edm = 4.21122 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297153.6937416 Edm = 0.299057 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297153.4528195 Edm = 0.0427296 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297153.4192155 Edm = 0.00469442 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297153.2991648 Edm = 0.102592 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297142.5096197 Edm = 5.6407 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297115.6574939 Edm = 4.86495 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297109.0291242 Edm = 0.827793 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297108.108463 Edm = 0.0974749 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297107.9714203 Edm = 0.00960042 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297107.9593316 Edm = 0.00233129 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297107.9384858 Edm = 0.0166437 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297105.543755 Edm = 2.01748 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297091.7302216 Edm = 2.29095 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297087.8275649 Edm = 1.69863 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297086.1456515 Edm = 1.37155 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297084.6306043 Edm = 0.274742 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297084.1217608 Edm = 0.0367725 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297084.087533 Edm = 0.00347351 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297084.0829098 Edm = 0.00130381 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297084.0762075 Edm = 0.00508005 NCalls = 170 -VariableMetric: Iteration # 56 - FCN = 297084.0148246 Edm = 0.047621 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297083.0423434 Edm = 0.912566 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297070.0052648 Edm = 6.51424 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297063.6164301 Edm = 1.78088 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297062.5473944 Edm = 0.553393 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297061.9292022 Edm = 0.347508 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297061.4504306 Edm = 0.156606 NCalls = 189 -VariableMetric: Iteration # 63 - FCN = 297061.3288359 Edm = 0.0539945 NCalls = 191 -VariableMetric: Iteration # 64 - FCN = 297061.2742048 Edm = 0.00614143 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297061.2680458 Edm = 0.00066393 NCalls = 195 -VariableMetric: Iteration # 66 - FCN = 297061.2669801 Edm = 0.000394413 NCalls = 197 -VariableMetric: Iteration # 67 - FCN = 297061.2506268 Edm = 0.0165382 NCalls = 201 -VariableMetric: Iteration # 68 - FCN = 297060.5699484 Edm = 0.067373 NCalls = 208 -VariableMetric: Iteration # 69 - FCN = 297057.6450758 Edm = 0.669486 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297056.9328064 Edm = 0.262451 NCalls = 213 -VariableMetric: Iteration # 71 - FCN = 297056.6316004 Edm = 0.0293891 NCalls = 215 -VariableMetric: Iteration # 72 - FCN = 297056.6005945 Edm = 0.0027154 NCalls = 217 -VariableMetric: Iteration # 73 - FCN = 297056.5975343 Edm = 0.000309352 NCalls = 219 -VariableMetric: Iteration # 74 - FCN = 297056.5968854 Edm = 0.000325794 NCalls = 221 -VariableMetric: Iteration # 75 - FCN = 297056.5936969 Edm = 0.00370932 NCalls = 224 -VariableMetric: Iteration # 76 - FCN = 297056.5276138 Edm = 0.0657673 NCalls = 230 -VariableMetric: Iteration # 77 - FCN = 297056.4739974 Edm = 0.0517525 NCalls = 236 -VariableMetric: Iteration # 78 - FCN = 297053.5337562 Edm = 0.311733 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297052.9818022 Edm = 0.0878579 NCalls = 244 -VariableMetric: Iteration # 80 - FCN = 297052.8656823 Edm = 0.0164614 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297052.8589199 Edm = 0.0018623 NCalls = 248 -VariableMetric: Iteration # 82 - FCN = 297052.857056 Edm = 0.000153446 NCalls = 250 -VariableMetric: Iteration # 83 - FCN = 297052.8567715 Edm = 0.000194784 NCalls = 252 -VariableMetric: Iteration # 84 - FCN = 297052.8551482 Edm = 0.00173589 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297052.7201204 Edm = 0.0316485 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297052.6176064 Edm = 0.00117053 NCalls = 264 -VariableMetric: Iteration # 87 - FCN = 297052.6162869 Edm = 0.000201063 NCalls = 266 -VariableMetric: Iteration # 88 - FCN = 297052.6159278 Edm = 0.000171419 NCalls = 268 -VariableMetric: Iteration # 89 - FCN = 297052.6093122 Edm = 0.00645505 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297051.6072679 Edm = 1.54941 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297051.5731645 Edm = 0.0220011 NCalls = 279 -VariableMetric: Iteration # 92 - FCN = 297051.554932 Edm = 0.0147149 NCalls = 281 -VariableMetric: Iteration # 93 - FCN = 297051.414434 Edm = 0.113651 NCalls = 285 -VariableMetric: Iteration # 94 - FCN = 297050.874648 Edm = 0.383015 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297049.816372 Edm = 0.580745 NCalls = 289 -VariableMetric: Iteration # 96 - FCN = 297049.3196998 Edm = 0.07565 NCalls = 291 -VariableMetric: Iteration # 97 - FCN = 297049.2485049 Edm = 0.00513079 NCalls = 292 -VariableMetric: Iteration # 98 - FCN = 297049.2440868 Edm = 0.000432304 NCalls = 294 -VariableMetric: Iteration # 99 - FCN = 297049.2436796 Edm = 6.26235e-05 NCalls = 295 -VariableMetric: After Hessian - FCN = 297049.2436796 Edm = 7.50144 NCalls = 770 -VariableMetric: Iteration # 100 - FCN = 297049.2436796 Edm = 7.50144 NCalls = 770 -VariableMetric: Iteration # 101 - FCN = 297047.1793364 Edm = 3912.21 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297047.1365863 Edm = 697.923 NCalls = 779 -VariableMetric: Iteration # 103 - FCN = 297047.0963312 Edm = 407.783 NCalls = 784 -VariableMetric: Iteration # 104 - FCN = 297046.9521887 Edm = 3547.27 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297046.6761082 Edm = 325.4 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297046.3028069 Edm = 755.986 NCalls = 795 -VariableMetric: Iteration # 107 - FCN = 297044.1764424 Edm = 205.473 NCalls = 798 -VariableMetric: Iteration # 108 - FCN = 297043.1497087 Edm = 787.964 NCalls = 801 -VariableMetric: Iteration # 109 - FCN = 297042.6373981 Edm = 182.586 NCalls = 804 -VariableMetric: Iteration # 110 - FCN = 297041.1864543 Edm = 304.789 NCalls = 807 -VariableMetric: Iteration # 111 - FCN = 297040.1083427 Edm = 136.382 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297038.4039821 Edm = 205.912 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297038.0326658 Edm = 22.7087 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297037.8150718 Edm = 7.31146 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297037.3126826 Edm = 14.6366 NCalls = 820 -VariableMetric: Iteration # 116 - FCN = 297036.4886642 Edm = 13.2756 NCalls = 822 -VariableMetric: Iteration # 117 - FCN = 297035.9802207 Edm = 6.08906 NCalls = 824 -VariableMetric: Iteration # 118 - FCN = 297035.1981224 Edm = 339.89 NCalls = 826 -VariableMetric: Iteration # 119 - FCN = 297034.0792593 Edm = 9.77074 NCalls = 828 -VariableMetric: Iteration # 120 - FCN = 297033.0898629 Edm = 7.6202 NCalls = 830 -VariableMetric: Iteration # 121 - FCN = 297031.7593838 Edm = 13.3171 NCalls = 832 -VariableMetric: Iteration # 122 - FCN = 297031.0995554 Edm = 4.62834 NCalls = 834 -VariableMetric: Iteration # 123 - FCN = 297030.4179537 Edm = 3.31086 NCalls = 836 -VariableMetric: Iteration # 124 - FCN = 297029.5890425 Edm = 5.37028 NCalls = 838 -VariableMetric: Iteration # 125 - FCN = 297028.5234649 Edm = 0.367936 NCalls = 840 -VariableMetric: Iteration # 126 - FCN = 297028.3868585 Edm = 0.125868 NCalls = 842 -VariableMetric: Iteration # 127 - FCN = 297028.3035484 Edm = 0.101484 NCalls = 844 -VariableMetric: Iteration # 128 - FCN = 297028.2560182 Edm = 0.101685 NCalls = 845 -VariableMetric: Iteration # 129 - FCN = 297028.1816455 Edm = 0.0449598 NCalls = 848 -VariableMetric: Iteration # 130 - FCN = 297028.1503009 Edm = 0.0179864 NCalls = 850 -VariableMetric: Iteration # 131 - FCN = 297028.1373496 Edm = 0.010009 NCalls = 852 -VariableMetric: Iteration # 132 - FCN = 297028.1227619 Edm = 0.0158686 NCalls = 854 -VariableMetric: Iteration # 133 - FCN = 297028.0441683 Edm = 0.109581 NCalls = 858 -VariableMetric: Iteration # 134 - FCN = 297027.625644 Edm = 0.402558 NCalls = 864 -VariableMetric: Iteration # 135 - FCN = 297027.3472315 Edm = 0.316962 NCalls = 866 -VariableMetric: Iteration # 136 - FCN = 297027.1484731 Edm = 0.138049 NCalls = 868 -VariableMetric: Iteration # 137 - FCN = 297027.0627706 Edm = 0.0342927 NCalls = 870 -VariableMetric: Iteration # 138 - FCN = 297027.0313173 Edm = 0.00535791 NCalls = 872 -VariableMetric: Iteration # 139 - FCN = 297027.0238016 Edm = 0.00108834 NCalls = 874 -VariableMetric: Iteration # 140 - FCN = 297027.0226661 Edm = 0.000201604 NCalls = 875 -VariableMetric: Iteration # 141 - FCN = 297027.0224506 Edm = 1.34823e-05 NCalls = 877 -VariableMetric: After Hessian - FCN = 297027.0224506 Edm = 1.21534e-05 NCalls = 1374 -VariableMetric: Iteration # 142 - FCN = 297027.0224506 Edm = 1.21534e-05 NCalls = 1374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305945.440628 Edm = 5.69958 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305945.440628 Edm = 5.69958 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302632.9930742 Edm = 50.5979 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302531.4639469 Edm = 104.214 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302513.3548635 Edm = 1.44907 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302159.8801463 Edm = 191.613 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 301483.1873251 Edm = 33.6112 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301443.0751621 Edm = 7.0078 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 301438.944325 Edm = 0.969623 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 301432.6335339 Edm = 3.69442 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 300966.5344281 Edm = 1010.32 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 300962.1054324 Edm = 13.3012 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 300863.7377838 Edm = 411.596 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 300722.1024578 Edm = 161.858 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 300711.0185333 Edm = 18.2018 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 300316.8263776 Edm = 119.75 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 300183.7510469 Edm = 7.54822 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 300083.5578934 Edm = 87.7989 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 299973.1266573 Edm = 61.6608 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297902.0329188 Edm = 198.622 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297741.9085965 Edm = 57.499 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297680.3965964 Edm = 10.5875 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297667.6039016 Edm = 0.924632 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297666.6417512 Edm = 0.036643 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297664.8284195 Edm = 1.68839 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297524.190765 Edm = 2.79555 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297521.9755217 Edm = 0.106386 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297521.8484622 Edm = 0.0258151 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297521.6813927 Edm = 0.133968 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297513.8270352 Edm = 8.48813 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297498.5325473 Edm = 12.7422 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297404.8499567 Edm = 7.15375 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297398.0339678 Edm = 0.565634 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297397.4113031 Edm = 0.0165132 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297397.3915548 Edm = 0.00528304 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297396.9903746 Edm = 0.402488 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297389.8895794 Edm = 0.634546 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297341.3512969 Edm = 7.97912 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297329.6946432 Edm = 9.54412 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297325.6376995 Edm = 0.248144 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297325.2594038 Edm = 0.122599 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297324.7255034 Edm = 0.198176 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297324.1263974 Edm = 0.0210452 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297324.1031497 Edm = 0.00267558 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297324.0931833 Edm = 0.00637618 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297323.8687641 Edm = 0.181052 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297312.7867047 Edm = 3.67045 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297303.7272466 Edm = 1.69947 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297301.7403521 Edm = 1.36537 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297300.6814048 Edm = 1.66199 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297299.7658001 Edm = 0.507306 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297299.4860435 Edm = 0.908815 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297299.1126635 Edm = 0.207988 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297295.2696555 Edm = 2.42863 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297293.3148119 Edm = 2.41274 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297291.8711799 Edm = 0.737949 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297291.155556 Edm = 0.0508495 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297291.1015877 Edm = 0.00286087 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297291.0985707 Edm = 0.000916697 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297291.0729017 Edm = 0.0206154 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297286.6381354 Edm = 3.30614 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297277.4971739 Edm = 0.211449 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297277.2965689 Edm = 0.182205 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297277.1301853 Edm = 0.044583 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297277.0636101 Edm = 0.0205979 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297277.0245759 Edm = 0.0350556 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297276.8184373 Edm = 0.209952 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297276.3561805 Edm = 6.27944 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297275.7455246 Edm = 0.676281 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297275.4549954 Edm = 0.99523 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297274.1296537 Edm = 0.378077 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297273.5778498 Edm = 0.0561232 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297273.5249609 Edm = 0.00868609 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297273.5150545 Edm = 0.00107562 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297273.5053684 Edm = 0.00610571 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297273.4550788 Edm = 0.0336404 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297270.7370725 Edm = 2.60567 NCalls = 261 -VariableMetric: Iteration # 76 - FCN = 297257.8073607 Edm = 3.62052 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297255.2361518 Edm = 0.976784 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297254.7949844 Edm = 0.0672126 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297254.7146672 Edm = 0.0150204 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297254.6737819 Edm = 0.0165161 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297254.5768921 Edm = 0.184714 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297254.5483554 Edm = 0.190751 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297254.3563899 Edm = 0.321549 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297254.333132 Edm = 0.0382846 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297254.2086903 Edm = 0.176454 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297253.3504605 Edm = 1.16329 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297253.3237816 Edm = 0.0425437 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297252.7378275 Edm = 0.487559 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297250.5469861 Edm = 0.590865 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297250.1192161 Edm = 0.0360901 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297250.0846218 Edm = 0.00254493 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297250.0824444 Edm = 0.0005385 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297250.0811265 Edm = 0.000887722 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297250.0610081 Edm = 0.0268637 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297249.9946429 Edm = 0.0635351 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297245.3725985 Edm = 0.140367 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297245.256993 Edm = 0.00602613 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297245.2534782 Edm = 0.000396114 NCalls = 333 -VariableMetric: Iteration # 99 - FCN = 297245.2530908 Edm = 0.00010954 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297245.2522451 Edm = 0.000877042 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297245.2025376 Edm = 0.0510939 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297245.0498253 Edm = 0.0083124 NCalls = 351 -VariableMetric: Iteration # 103 - FCN = 297244.1061874 Edm = 0.262883 NCalls = 353 -VariableMetric: Iteration # 104 - FCN = 297243.5156699 Edm = 0.139252 NCalls = 356 -VariableMetric: Iteration # 105 - FCN = 297243.327096 Edm = 0.118779 NCalls = 359 -VariableMetric: Iteration # 106 - FCN = 297243.2387684 Edm = 0.0299393 NCalls = 361 -VariableMetric: Iteration # 107 - FCN = 297243.1814279 Edm = 0.0137175 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297243.1675675 Edm = 0.0029757 NCalls = 365 -VariableMetric: Iteration # 109 - FCN = 297243.1636109 Edm = 0.000337312 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297243.1630771 Edm = 0.000159078 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297243.1618902 Edm = 0.000998813 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297243.0194564 Edm = 0.18044 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297243.0067939 Edm = 0.0144309 NCalls = 383 -VariableMetric: Iteration # 114 - FCN = 297242.9761133 Edm = 0.122176 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297242.3582522 Edm = 0.108521 NCalls = 395 -VariableMetric: Iteration # 116 - FCN = 297242.3582522 Edm = 0.108521 NCalls = 406 -VariableMetric: After Hessian - FCN = 297242.3582522 Edm = 4.32985 NCalls = 879 -VariableMetric: Iteration # 117 - FCN = 297242.3582522 Edm = 4.32985 NCalls = 879 -VariableMetric: Iteration # 118 - FCN = 297241.896481 Edm = 4.27498 NCalls = 886 -VariableMetric: Iteration # 119 - FCN = 297241.8908221 Edm = 1.67411 NCalls = 890 -VariableMetric: Iteration # 120 - FCN = 297237.6611376 Edm = 0.478786 NCalls = 893 -VariableMetric: Iteration # 121 - FCN = 297236.4571777 Edm = 0.60206 NCalls = 896 -VariableMetric: Iteration # 122 - FCN = 297235.2362561 Edm = 0.146985 NCalls = 899 -VariableMetric: Iteration # 123 - FCN = 297234.6761701 Edm = 0.275874 NCalls = 902 -VariableMetric: Iteration # 124 - FCN = 297233.9506351 Edm = 0.087997 NCalls = 904 -VariableMetric: Iteration # 125 - FCN = 297233.7815395 Edm = 0.0468045 NCalls = 906 -VariableMetric: Iteration # 126 - FCN = 297233.6038346 Edm = 0.0637856 NCalls = 908 -VariableMetric: Iteration # 127 - FCN = 297233.4744603 Edm = 0.0306939 NCalls = 911 -VariableMetric: Iteration # 128 - FCN = 297233.3969424 Edm = 0.0489325 NCalls = 913 -VariableMetric: Iteration # 129 - FCN = 297233.3735704 Edm = 0.0115821 NCalls = 915 -VariableMetric: Iteration # 130 - FCN = 297233.317198 Edm = 0.018963 NCalls = 918 -VariableMetric: Iteration # 131 - FCN = 297233.283157 Edm = 0.00880357 NCalls = 920 -VariableMetric: Iteration # 132 - FCN = 297233.2590445 Edm = 0.0146974 NCalls = 922 -VariableMetric: Iteration # 133 - FCN = 297233.196328 Edm = 0.010002 NCalls = 926 -VariableMetric: Iteration # 134 - FCN = 297233.1655959 Edm = 0.0143879 NCalls = 928 -VariableMetric: Iteration # 135 - FCN = 297233.0997364 Edm = 0.0460123 NCalls = 931 -VariableMetric: Iteration # 136 - FCN = 297233.06788 Edm = 0.0145475 NCalls = 933 -VariableMetric: Iteration # 137 - FCN = 297233.0285348 Edm = 0.0185593 NCalls = 935 -VariableMetric: Iteration # 138 - FCN = 297232.9231156 Edm = 0.0730783 NCalls = 938 -VariableMetric: Iteration # 139 - FCN = 297232.8117479 Edm = 0.0488128 NCalls = 941 -VariableMetric: Iteration # 140 - FCN = 297232.7527122 Edm = 0.0254852 NCalls = 943 -VariableMetric: Iteration # 141 - FCN = 297232.7072719 Edm = 0.032964 NCalls = 945 -VariableMetric: Iteration # 142 - FCN = 297232.6100511 Edm = 0.0538307 NCalls = 948 -VariableMetric: Iteration # 143 - FCN = 297232.5510699 Edm = 0.036079 NCalls = 950 -VariableMetric: Iteration # 144 - FCN = 297232.4842231 Edm = 0.033254 NCalls = 953 -VariableMetric: Iteration # 145 - FCN = 297232.389715 Edm = 0.0584935 NCalls = 956 -VariableMetric: Iteration # 146 - FCN = 297232.1508145 Edm = 0.156304 NCalls = 959 -VariableMetric: Iteration # 147 - FCN = 297231.760434 Edm = 0.0426958 NCalls = 961 -VariableMetric: Iteration # 148 - FCN = 297231.6987801 Edm = 0.0314317 NCalls = 963 -VariableMetric: Iteration # 149 - FCN = 297231.5779982 Edm = 0.0338566 NCalls = 967 -VariableMetric: Iteration # 150 - FCN = 297231.5152166 Edm = 0.0104076 NCalls = 969 -VariableMetric: Iteration # 151 - FCN = 297231.4933151 Edm = 0.0135727 NCalls = 971 -VariableMetric: Iteration # 152 - FCN = 297231.4642132 Edm = 0.0203286 NCalls = 973 -VariableMetric: Iteration # 153 - FCN = 297231.4276305 Edm = 0.00687804 NCalls = 975 -VariableMetric: Iteration # 154 - FCN = 297231.4111619 Edm = 0.0145849 NCalls = 977 -VariableMetric: Iteration # 155 - FCN = 297231.3736325 Edm = 0.0289578 NCalls = 980 -VariableMetric: Iteration # 156 - FCN = 297231.2911651 Edm = 0.0165985 NCalls = 983 -VariableMetric: Iteration # 157 - FCN = 297231.257983 Edm = 0.0107711 NCalls = 986 -VariableMetric: Iteration # 158 - FCN = 297231.2360176 Edm = 0.0195285 NCalls = 988 -VariableMetric: Iteration # 159 - FCN = 297231.2211643 Edm = 0.0171479 NCalls = 991 -VariableMetric: Iteration # 160 - FCN = 297231.2150732 Edm = 0.00387546 NCalls = 993 -VariableMetric: Iteration # 161 - FCN = 297231.2056817 Edm = 0.00331555 NCalls = 995 -VariableMetric: Iteration # 162 - FCN = 297231.1947727 Edm = 0.00205937 NCalls = 997 -VariableMetric: Iteration # 163 - FCN = 297231.1907866 Edm = 0.000928867 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297231.18733 Edm = 0.00139145 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297231.1823937 Edm = 0.00221754 NCalls = 1003 -VariableMetric: Iteration # 166 - FCN = 297231.1711561 Edm = 0.00220492 NCalls = 1005 -VariableMetric: Iteration # 167 - FCN = 297231.1681205 Edm = 0.000796028 NCalls = 1007 -VariableMetric: Iteration # 168 - FCN = 297231.1651088 Edm = 0.00166509 NCalls = 1010 -VariableMetric: Iteration # 169 - FCN = 297231.1613332 Edm = 0.000642211 NCalls = 1013 -VariableMetric: Iteration # 170 - FCN = 297231.16024 Edm = 0.000662416 NCalls = 1015 -VariableMetric: Iteration # 171 - FCN = 297231.1551613 Edm = 0.00129649 NCalls = 1018 -VariableMetric: Iteration # 172 - FCN = 297231.1530762 Edm = 0.000524153 NCalls = 1020 -VariableMetric: Iteration # 173 - FCN = 297231.1502715 Edm = 0.00148603 NCalls = 1023 -VariableMetric: Iteration # 174 - FCN = 297231.1449548 Edm = 0.0010843 NCalls = 1025 -VariableMetric: Iteration # 175 - FCN = 297231.1438564 Edm = 0.000480348 NCalls = 1027 -VariableMetric: Iteration # 176 - FCN = 297231.1427708 Edm = 0.00071487 NCalls = 1029 -VariableMetric: Iteration # 177 - FCN = 297231.1371068 Edm = 0.0016119 NCalls = 1032 -VariableMetric: Iteration # 178 - FCN = 297231.1330267 Edm = 0.00130845 NCalls = 1034 -VariableMetric: Iteration # 179 - FCN = 297231.1307647 Edm = 0.000814711 NCalls = 1036 -VariableMetric: Iteration # 180 - FCN = 297231.1282706 Edm = 0.00211697 NCalls = 1039 -VariableMetric: Iteration # 181 - FCN = 297231.1206543 Edm = 0.00178308 NCalls = 1043 -VariableMetric: Iteration # 182 - FCN = 297231.1184249 Edm = 0.000397833 NCalls = 1046 -VariableMetric: Iteration # 183 - FCN = 297231.117828 Edm = 0.00018862 NCalls = 1048 -VariableMetric: Iteration # 184 - FCN = 297231.1172544 Edm = 0.000300811 NCalls = 1050 -VariableMetric: Iteration # 185 - FCN = 297231.1156091 Edm = 0.000887984 NCalls = 1053 -VariableMetric: Iteration # 186 - FCN = 297231.1129864 Edm = 0.000612355 NCalls = 1055 -VariableMetric: Iteration # 187 - FCN = 297231.1118719 Edm = 0.000297456 NCalls = 1057 -VariableMetric: Iteration # 188 - FCN = 297231.10792 Edm = 0.00312304 NCalls = 1060 -VariableMetric: Iteration # 189 - FCN = 297231.0763087 Edm = 0.00507471 NCalls = 1064 -VariableMetric: Iteration # 190 - FCN = 297231.0676773 Edm = 0.00385173 NCalls = 1066 -VariableMetric: Iteration # 191 - FCN = 297231.0621947 Edm = 0.011319 NCalls = 1069 -VariableMetric: Iteration # 192 - FCN = 297231.0449478 Edm = 0.0484661 NCalls = 1073 -VariableMetric: Iteration # 193 - FCN = 297231.0047576 Edm = 0.0328336 NCalls = 1078 -VariableMetric: Iteration # 194 - FCN = 297230.9710679 Edm = 0.0384482 NCalls = 1082 -VariableMetric: Iteration # 195 - FCN = 297230.9290972 Edm = 0.0502446 NCalls = 1085 -VariableMetric: Iteration # 196 - FCN = 297230.906028 Edm = 0.0134098 NCalls = 1087 -VariableMetric: Iteration # 197 - FCN = 297230.8776997 Edm = 0.00690755 NCalls = 1089 -VariableMetric: Iteration # 198 - FCN = 297230.872076 Edm = 0.00687981 NCalls = 1091 -VariableMetric: Iteration # 199 - FCN = 297230.8688424 Edm = 0.00584745 NCalls = 1092 -VariableMetric: Iteration # 200 - FCN = 297230.8554215 Edm = 0.00905926 NCalls = 1095 -VariableMetric: Iteration # 201 - FCN = 297230.81735 Edm = 0.0157102 NCalls = 1099 -VariableMetric: Iteration # 202 - FCN = 297230.7988132 Edm = 0.0123859 NCalls = 1100 -VariableMetric: Iteration # 203 - FCN = 297230.7919873 Edm = 0.00283141 NCalls = 1101 -VariableMetric: Iteration # 204 - FCN = 297230.7885927 Edm = 0.0090541 NCalls = 1103 -VariableMetric: Iteration # 205 - FCN = 297230.7835145 Edm = 0.00358082 NCalls = 1106 -VariableMetric: Iteration # 206 - FCN = 297230.77473 Edm = 0.000329907 NCalls = 1109 -VariableMetric: Iteration # 207 - FCN = 297230.7742318 Edm = 4.48066e-05 NCalls = 1111 -VariableMetric: After Hessian - FCN = 297230.7742318 Edm = 0.0312377 NCalls = 1598 -VariableMetric: Iteration # 208 - FCN = 297230.7742318 Edm = 0.0312377 NCalls = 1598 -VariableMetric: Iteration # 209 - FCN = 297230.7735875 Edm = 0.00171324 NCalls = 1601 -VariableMetric: Iteration # 210 - FCN = 297230.7730866 Edm = 0.00285786 NCalls = 1603 -VariableMetric: Iteration # 211 - FCN = 297230.7724463 Edm = 0.000168727 NCalls = 1605 -VariableMetric: Iteration # 212 - FCN = 297230.7722004 Edm = 0.000118206 NCalls = 1607 -VariableMetric: Iteration # 213 - FCN = 297230.7719945 Edm = 1.40694e-05 NCalls = 1609 -VariableMetric: After Hessian - FCN = 297230.7719945 Edm = 0.000120444 NCalls = 2098 -VariableMetric: Iteration # 214 - FCN = 297230.7719945 Edm = 0.000120444 NCalls = 2098 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303073.9631039 Edm = 8.93757 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303073.9631039 Edm = 8.93757 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298627.5854411 Edm = 1.42825 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298603.8608561 Edm = 29.5502 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298549.3805079 Edm = 55.7945 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298463.4307725 Edm = 82.2457 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297979.3536452 Edm = 208.735 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297875.3596025 Edm = 6.86816 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297870.2626507 Edm = 0.321783 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297484.848263 Edm = 29.4711 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297450.747267 Edm = 27.3844 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297436.5794236 Edm = 5.14792 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297389.5897782 Edm = 11.6591 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297376.09334 Edm = 9.90857 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297363.3120725 Edm = 3.44578 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297356.8736213 Edm = 9.6484 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297335.7171805 Edm = 89.7097 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297334.7752428 Edm = 6.1021 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297333.8756296 Edm = 7.89003 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297332.7815315 Edm = 5.06591 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297330.9173298 Edm = 1.12058 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297329.2240212 Edm = 1.62766 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297325.7258562 Edm = 0.349743 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297305.4209539 Edm = 12.8286 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297254.6056891 Edm = 5.75861 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297246.4624792 Edm = 5.15636 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297233.4059998 Edm = 19.8294 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297220.3111562 Edm = 8.64594 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297209.9901675 Edm = 1.26474 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297208.4382932 Edm = 0.310548 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297208.0996256 Edm = 0.297503 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297206.9419143 Edm = 1.44046 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297188.1865793 Edm = 4.5055 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297165.5175704 Edm = 6.89094 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297159.1305883 Edm = 1.92442 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297158.4216824 Edm = 0.0293423 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297158.3934147 Edm = 0.00298641 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297158.3445094 Edm = 0.0468356 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297156.0258861 Edm = 1.79176 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297139.6396855 Edm = 0.619606 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297138.5024467 Edm = 0.0767018 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297138.4273552 Edm = 0.00261186 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297138.4201705 Edm = 0.00539127 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297138.3093988 Edm = 0.0961468 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297134.5735544 Edm = 2.91245 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297115.2389262 Edm = 7.26317 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297107.655523 Edm = 1.03413 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297106.822035 Edm = 0.159623 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297106.7042994 Edm = 0.0163304 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297106.6661264 Edm = 0.0154862 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297106.6323514 Edm = 0.00490975 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297106.611829 Edm = 0.014927 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297100.1634248 Edm = 6.20846 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297099.5611105 Edm = 0.651392 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297081.0748071 Edm = 2.11059 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297077.070336 Edm = 1.52172 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297075.8285551 Edm = 0.333766 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297074.9924675 Edm = 0.449589 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297074.1570581 Edm = 1.46967 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297073.0771381 Edm = 0.549151 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297072.26402 Edm = 0.5996 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297071.9688014 Edm = 0.0558477 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297071.9101854 Edm = 0.00119071 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297071.905164 Edm = 0.003345 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297071.8439937 Edm = 0.0566157 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297070.9364783 Edm = 0.714832 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297063.0745344 Edm = 1.59183 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297060.759287 Edm = 0.382003 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297060.4091136 Edm = 0.0120517 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297060.3909532 Edm = 0.00212584 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297060.3873702 Edm = 0.000945983 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297060.377535 Edm = 0.0113494 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297060.3064642 Edm = 0.0836128 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297060.2992922 Edm = 0.0065008 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297059.5357149 Edm = 0.603771 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297052.5372649 Edm = 1.54396 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297051.5834911 Edm = 0.27374 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297051.3216599 Edm = 0.0546976 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297051.2745148 Edm = 0.0139099 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297051.2547243 Edm = 0.00174374 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297051.252007 Edm = 0.000576764 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297051.247462 Edm = 0.00473424 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297050.8820969 Edm = 0.244385 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297049.9558815 Edm = 0.683559 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297048.1786444 Edm = 1.97687 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297046.4080008 Edm = 1.0799 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297043.1056459 Edm = 0.564867 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297042.4341118 Edm = 1.31194 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297042.1290084 Edm = 0.192329 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297041.8804901 Edm = 0.0816127 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297041.7971934 Edm = 0.054526 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297041.7671325 Edm = 0.00958441 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297041.7573451 Edm = 0.00399918 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297041.7482037 Edm = 0.00674276 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297041.6940645 Edm = 0.0173668 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297041.673641 Edm = 0.0137019 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297041.6675454 Edm = 0.000503545 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297041.6668395 Edm = 0.000102883 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297041.6661264 Edm = 0.00041159 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297041.6582532 Edm = 0.00627659 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297041.0622148 Edm = 0.520102 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297040.6847077 Edm = 0.628167 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297039.8938488 Edm = 0.199353 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297039.7643754 Edm = 0.0632014 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297039.7073298 Edm = 0.0132635 NCalls = 328 -VariableMetric: Iteration # 104 - FCN = 297039.6818711 Edm = 0.0142679 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297039.6602697 Edm = 0.00921 NCalls = 333 -VariableMetric: Iteration # 106 - FCN = 297039.6370381 Edm = 0.0105622 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297039.6240542 Edm = 0.00541676 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297039.6196678 Edm = 0.00130733 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297039.6186551 Edm = 7.53779e-05 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297039.6185265 Edm = 3.3233e-05 NCalls = 344 -VariableMetric: After Hessian - FCN = 297039.6185265 Edm = 211.509 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297039.6185265 Edm = 211.509 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297038.1880796 Edm = 10729.8 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297036.7972828 Edm = 6741.9 NCalls = 846 -VariableMetric: Iteration # 114 - FCN = 297036.6766967 Edm = 4013.79 NCalls = 851 -VariableMetric: Iteration # 115 - FCN = 297036.5310546 Edm = 3943.69 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297036.4849361 Edm = 519.279 NCalls = 860 -VariableMetric: Iteration # 117 - FCN = 297036.3568382 Edm = 171.213 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297036.2966382 Edm = 1079.93 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297036.1050915 Edm = 85.0054 NCalls = 870 -VariableMetric: Iteration # 120 - FCN = 297035.9877328 Edm = 88.9118 NCalls = 873 -VariableMetric: Iteration # 121 - FCN = 297035.8470165 Edm = 26.7239 NCalls = 876 -VariableMetric: Iteration # 122 - FCN = 297035.7500697 Edm = 10.7522 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297035.7458838 Edm = 24.6633 NCalls = 881 -VariableMetric: Iteration # 124 - FCN = 297035.6712821 Edm = 10.1837 NCalls = 883 -VariableMetric: Iteration # 125 - FCN = 297035.5271154 Edm = 1.4142 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297035.4843395 Edm = 1.90176 NCalls = 887 -VariableMetric: Iteration # 127 - FCN = 297035.4224112 Edm = 1.07915 NCalls = 889 -VariableMetric: Iteration # 128 - FCN = 297035.3398561 Edm = 1.35266 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297035.1905484 Edm = 1.73492 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297035.0464341 Edm = 0.600448 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297034.7745048 Edm = 2.18205 NCalls = 897 -VariableMetric: Iteration # 132 - FCN = 297034.6241347 Edm = 1.32864 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297034.4083441 Edm = 0.721252 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297034.3270795 Edm = 1.01824 NCalls = 903 -VariableMetric: Iteration # 135 - FCN = 297034.1626056 Edm = 2.19046 NCalls = 905 -VariableMetric: Iteration # 136 - FCN = 297033.9567054 Edm = 1.73616 NCalls = 907 -VariableMetric: Iteration # 137 - FCN = 297033.2199417 Edm = 1.23036 NCalls = 909 -VariableMetric: Iteration # 138 - FCN = 297032.9533549 Edm = 1.73244 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297031.9731376 Edm = 0.118153 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297031.8651016 Edm = 0.186619 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297031.8290754 Edm = 0.0966605 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297031.808021 Edm = 0.0219073 NCalls = 921 -VariableMetric: Iteration # 143 - FCN = 297031.7885727 Edm = 0.00718905 NCalls = 923 -VariableMetric: Iteration # 144 - FCN = 297031.7823031 Edm = 0.00266538 NCalls = 925 -VariableMetric: Iteration # 145 - FCN = 297031.7806856 Edm = 0.00119933 NCalls = 927 -VariableMetric: Iteration # 146 - FCN = 297031.77974 Edm = 0.000291175 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297031.7790124 Edm = 0.000293991 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297031.7782853 Edm = 0.000281302 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297031.7779519 Edm = 0.000227307 NCalls = 935 -VariableMetric: Iteration # 150 - FCN = 297031.777654 Edm = 0.000124996 NCalls = 937 -VariableMetric: Iteration # 151 - FCN = 297031.7771906 Edm = 0.000194308 NCalls = 939 -VariableMetric: Iteration # 152 - FCN = 297031.7767589 Edm = 5.36513e-05 NCalls = 941 -VariableMetric: After Hessian - FCN = 297031.7767589 Edm = 0.00022947 NCalls = 1432 -VariableMetric: Iteration # 153 - FCN = 297031.7767589 Edm = 0.00022947 NCalls = 1432 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308296.6915163 Edm = 293.113 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308296.6915163 Edm = 293.113 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299143.7844981 Edm = 12.8765 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299104.2303473 Edm = 12.7517 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299038.2774169 Edm = 46.277 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 297868.2267628 Edm = 2.0402 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297803.2601344 Edm = 14.8784 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297623.9025143 Edm = 1.03008 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297623.5108742 Edm = 0.565344 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297619.4234303 Edm = 1.82541 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297559.0148715 Edm = 17.8508 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297518.6778561 Edm = 14.6728 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297507.4878806 Edm = 0.139814 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297507.2719697 Edm = 0.0605959 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297506.7659537 Edm = 0.501367 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297501.6224033 Edm = 3.67678 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297481.041909 Edm = 6.23137 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297476.6147059 Edm = 0.062062 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297476.5328163 Edm = 0.0357599 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297476.191292 Edm = 0.311079 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297474.3102476 Edm = 2.01652 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297473.8798334 Edm = 0.413227 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297458.1595704 Edm = 10.906 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297391.2756106 Edm = 7.94954 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297379.7371526 Edm = 0.350233 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297379.1329558 Edm = 0.0361483 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297379.1007376 Edm = 0.00417707 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297379.0603436 Edm = 0.0249819 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297378.8941711 Edm = 0.148422 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297375.0407482 Edm = 3.40368 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297342.8331848 Edm = 4.09756 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297336.4540396 Edm = 0.269157 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297336.2110089 Edm = 0.0177419 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297336.1936237 Edm = 0.00190331 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297336.1826465 Edm = 0.0127024 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297335.3587977 Edm = 0.82586 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297327.2359824 Edm = 2.63876 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297324.3391281 Edm = 0.248034 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297324.0514487 Edm = 0.0257066 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297324.0162787 Edm = 0.00197566 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297324.0124559 Edm = 0.000953349 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297324.0094278 Edm = 0.00167216 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297323.799023 Edm = 0.194498 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297318.51831 Edm = 0.413772 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297318.0402869 Edm = 0.0310698 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297318.005646 Edm = 0.00161471 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297318.0036911 Edm = 0.000336004 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297317.9988137 Edm = 0.00437553 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297317.5296015 Edm = 0.362127 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297315.024483 Edm = 0.243941 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297314.7486205 Edm = 0.034197 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297314.7037276 Edm = 0.00347069 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297314.7002717 Edm = 9.83808e-05 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297314.6999756 Edm = 0.000181295 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297314.6805436 Edm = 0.0215529 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297314.6369601 Edm = 0.0431123 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297312.1684807 Edm = 1.37745 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297310.7413915 Edm = 0.713674 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297310.463317 Edm = 0.362967 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297309.9548359 Edm = 0.188715 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297309.6861706 Edm = 0.0398965 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297309.6397648 Edm = 0.00504439 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297309.6339561 Edm = 0.000582048 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297309.6323786 Edm = 0.00105537 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297309.6205867 Edm = 0.0179689 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297309.6029863 Edm = 0.0141987 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297308.1968692 Edm = 1.49386 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297308.0045171 Edm = 0.204001 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297307.0536198 Edm = 0.639325 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297305.1402462 Edm = 0.3881 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297304.4143305 Edm = 0.145926 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297304.2734841 Edm = 0.0074785 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297304.2670143 Edm = 0.000410139 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297304.2664942 Edm = 0.000136391 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297304.2657124 Edm = 0.000503145 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297304.2589941 Edm = 0.00682577 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297304.1225616 Edm = 0.139634 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297303.6649185 Edm = 0.274892 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297303.1101713 Edm = 0.103364 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297303.0576004 Edm = 0.0313771 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297302.9847439 Edm = 0.0131358 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297302.9655189 Edm = 0.000705443 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297302.9646557 Edm = 0.000142 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297302.9645369 Edm = 1.11619e-05 NCalls = 265 -VariableMetric: After Hessian - FCN = 297302.9645369 Edm = 164.449 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297302.9645369 Edm = 164.449 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297297.3477802 Edm = 60.7237 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297297.3372766 Edm = 0.424673 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297293.7694082 Edm = 0.396786 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297293.0834069 Edm = 0.366264 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297291.7442845 Edm = 0.785358 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297290.142443 Edm = 0.0927859 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297290.0466499 Edm = 0.248277 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297289.4118886 Edm = 0.3282 NCalls = 767 -VariableMetric: Iteration # 92 - FCN = 297288.7325888 Edm = 0.0295691 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297288.6701186 Edm = 0.0356641 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297288.4859873 Edm = 0.0621134 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297288.4156226 Edm = 0.00949278 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297288.3963468 Edm = 0.0115629 NCalls = 778 -VariableMetric: Iteration # 97 - FCN = 297288.3182253 Edm = 0.0210582 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297288.2854359 Edm = 0.00323372 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297288.2482756 Edm = 0.0208277 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297288.198705 Edm = 0.00327496 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297288.181169 Edm = 0.0117859 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297288.1307897 Edm = 0.00396568 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297288.1207921 Edm = 0.00464831 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297288.0785229 Edm = 0.00473831 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297288.0718033 Edm = 0.000950381 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297288.0632594 Edm = 0.00523704 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297288.0452174 Edm = 0.00155054 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297288.0408828 Edm = 0.0029884 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297287.9922382 Edm = 0.0270919 NCalls = 812 -VariableMetric: Iteration # 110 - FCN = 297287.9581764 Edm = 0.00573133 NCalls = 814 -VariableMetric: Iteration # 111 - FCN = 297287.9439267 Edm = 0.00999306 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297287.9016153 Edm = 0.0659411 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297287.7404179 Edm = 0.0751477 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297287.6243985 Edm = 0.152182 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297287.6037128 Edm = 0.0197314 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297287.5442102 Edm = 0.0476471 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297287.3384519 Edm = 0.256669 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297287.089737 Edm = 0.293458 NCalls = 841 -VariableMetric: Iteration # 119 - FCN = 297286.9250487 Edm = 0.193556 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297286.6977099 Edm = 0.165507 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297286.5604192 Edm = 0.215218 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297286.4137236 Edm = 0.108864 NCalls = 855 -VariableMetric: Iteration # 123 - FCN = 297286.2212649 Edm = 0.241874 NCalls = 858 -VariableMetric: Iteration # 124 - FCN = 297286.0451903 Edm = 0.289741 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297285.5134233 Edm = 0.667483 NCalls = 864 -VariableMetric: Iteration # 126 - FCN = 297284.3736933 Edm = 0.664571 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297283.4232759 Edm = 0.881937 NCalls = 875 -VariableMetric: Iteration # 128 - FCN = 297283.1154094 Edm = 1.04053 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297282.6491528 Edm = 0.572689 NCalls = 880 -VariableMetric: Iteration # 130 - FCN = 297282.3109703 Edm = 0.315498 NCalls = 882 -VariableMetric: Iteration # 131 - FCN = 297281.6215618 Edm = 0.420132 NCalls = 885 -VariableMetric: Iteration # 132 - FCN = 297280.3542274 Edm = 1.63887 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297279.6859043 Edm = 0.350247 NCalls = 890 -VariableMetric: Iteration # 134 - FCN = 297279.1312111 Edm = 0.0676363 NCalls = 892 -VariableMetric: Iteration # 135 - FCN = 297278.8968824 Edm = 0.113623 NCalls = 894 -VariableMetric: Iteration # 136 - FCN = 297278.2865625 Edm = 0.144292 NCalls = 896 -VariableMetric: Iteration # 137 - FCN = 297278.0836445 Edm = 0.088289 NCalls = 898 -VariableMetric: Iteration # 138 - FCN = 297277.8880986 Edm = 0.0499789 NCalls = 900 -VariableMetric: Iteration # 139 - FCN = 297277.8027886 Edm = 0.00582392 NCalls = 902 -VariableMetric: Iteration # 140 - FCN = 297277.7933677 Edm = 0.00605104 NCalls = 904 -VariableMetric: Iteration # 141 - FCN = 297277.7794064 Edm = 0.011148 NCalls = 906 -VariableMetric: Iteration # 142 - FCN = 297277.7345164 Edm = 0.0209767 NCalls = 910 -VariableMetric: Iteration # 143 - FCN = 297277.6728438 Edm = 0.0126211 NCalls = 912 -VariableMetric: Iteration # 144 - FCN = 297277.6557616 Edm = 0.00279945 NCalls = 914 -VariableMetric: Iteration # 145 - FCN = 297277.6472267 Edm = 0.00205609 NCalls = 916 -VariableMetric: Iteration # 146 - FCN = 297277.6437342 Edm = 0.000365431 NCalls = 918 -VariableMetric: Iteration # 147 - FCN = 297277.6420404 Edm = 0.000966859 NCalls = 920 -VariableMetric: Iteration # 148 - FCN = 297277.6380326 Edm = 0.000517113 NCalls = 922 -VariableMetric: Iteration # 149 - FCN = 297277.6374228 Edm = 7.36136e-05 NCalls = 924 -VariableMetric: After Hessian - FCN = 297277.6374228 Edm = 0.00244988 NCalls = 1405 -VariableMetric: Iteration # 150 - FCN = 297277.6374228 Edm = 0.00244988 NCalls = 1405 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305556.7610471 Edm = 19.2138 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305556.7610471 Edm = 19.2138 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298798.0195125 Edm = 1.19531 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298792.4762938 Edm = 1.21591 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297655.8584524 Edm = 229.525 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297540.7566696 Edm = 12.8651 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297531.4739036 Edm = 0.175498 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297531.2554738 Edm = 0.145043 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297514.0314513 Edm = 0.17717 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297513.5108288 Edm = 0.30463 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297494.3246851 Edm = 17.6014 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297379.1209051 Edm = 6.25043 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297371.4789529 Edm = 0.269757 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297371.1859038 Edm = 0.015394 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297371.0379366 Edm = 0.112544 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297363.3636096 Edm = 6.45686 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297284.2980898 Edm = 5.14675 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297279.4415755 Edm = 0.107819 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297279.3314171 Edm = 0.00485155 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297279.2172142 Edm = 0.117363 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297270.8994299 Edm = 0.435561 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297247.2350589 Edm = 5.12335 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297240.6766915 Edm = 0.715127 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297240.0182794 Edm = 0.0797793 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297239.9292542 Edm = 0.0195008 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297239.8796997 Edm = 0.00648676 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297239.854876 Edm = 0.0122557 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297239.1607952 Edm = 0.672168 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297188.3719708 Edm = 45.1126 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297185.5655776 Edm = 7.89862 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297165.9569753 Edm = 20.2103 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297153.1192559 Edm = 5.12666 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297137.0323293 Edm = 1.34083 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297135.6751926 Edm = 0.118694 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297135.5758045 Edm = 0.0437986 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297135.5047192 Edm = 0.0232042 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297135.4520492 Edm = 0.0141896 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297135.4179689 Edm = 0.00329029 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297135.3920111 Edm = 0.0239943 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297130.4647237 Edm = 0.375908 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297121.3699255 Edm = 5.76633 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297118.4653314 Edm = 1.16096 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297116.8875482 Edm = 0.273143 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297116.5136621 Edm = 0.143918 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297116.2363381 Edm = 0.05121 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297116.1970278 Edm = 0.00400558 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297116.1884503 Edm = 0.00292166 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297116.1123014 Edm = 0.0704267 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297104.4959912 Edm = 16.5068 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297104.2940413 Edm = 0.349489 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297101.1347655 Edm = 4.15309 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297099.7301466 Edm = 1.45247 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297079.2521314 Edm = 14.1692 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297059.7543656 Edm = 17.4016 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297055.9747843 Edm = 1.82679 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297054.7723514 Edm = 0.429729 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297053.8579348 Edm = 0.414107 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297052.5628319 Edm = 0.28788 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297052.2863813 Edm = 0.0620683 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297052.1761049 Edm = 0.0272718 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297052.145336 Edm = 0.00386459 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297052.1384884 Edm = 0.00362808 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297052.0926945 Edm = 0.0453964 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297051.219032 Edm = 0.603891 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297047.3329755 Edm = 1.3635 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297045.9638945 Edm = 0.478282 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297045.1463549 Edm = 0.234188 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297044.521462 Edm = 0.184516 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297044.2719623 Edm = 0.102982 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297044.1585795 Edm = 0.032306 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297044.130169 Edm = 0.0165379 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297044.1118903 Edm = 0.00617522 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297044.1012959 Edm = 0.00164195 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297044.0991976 Edm = 0.000219407 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297044.0984831 Edm = 0.000466182 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297044.0764784 Edm = 0.0178342 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297043.1822979 Edm = 0.627236 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297039.8107038 Edm = 0.459882 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297039.3373271 Edm = 0.293668 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297039.171413 Edm = 0.0266762 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297039.1451336 Edm = 0.0010973 NCalls = 250 -VariableMetric: Iteration # 80 - FCN = 297039.1439045 Edm = 0.000348841 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297039.1432298 Edm = 0.000237233 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297039.1413426 Edm = 0.00145717 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297039.0826546 Edm = 0.0494951 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297038.8024454 Edm = 0.280907 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297036.4928271 Edm = 1.25978 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297035.1867866 Edm = 1.49646 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297035.0089615 Edm = 0.144999 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297034.8611269 Edm = 0.0489453 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297034.8018837 Edm = 0.0298823 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297034.7675011 Edm = 0.00966081 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297034.760943 Edm = 0.0013885 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297034.7593807 Edm = 0.000239095 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297034.7588187 Edm = 0.000190285 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297034.7582689 Edm = 0.000218161 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297034.7545803 Edm = 0.00373604 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297034.6800141 Edm = 0.0756672 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297034.0899528 Edm = 0.175364 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297033.7964119 Edm = 0.00998832 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297033.7893965 Edm = 0.000584908 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297033.7888966 Edm = 1.5431e-05 NCalls = 311 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333802.5513513 Edm = 3052.48 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333802.5513513 Edm = 3052.48 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302720.2693949 Edm = 20.711 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299281.6630125 Edm = 182.635 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 299232.4459496 Edm = 17.3628 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 299211.602169 Edm = 26.8111 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298906.1631134 Edm = 166.798 NCalls = 40 -VariableMetric: Iteration # 6 - FCN = 297857.4135358 Edm = 16.7826 NCalls = 44 -VariableMetric: Iteration # 7 - FCN = 297807.6726468 Edm = 0.107436 NCalls = 47 -VariableMetric: Iteration # 8 - FCN = 297807.1663658 Edm = 0.269504 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 297772.6195117 Edm = 39.138 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 297766.5143625 Edm = 5.36007 NCalls = 59 -VariableMetric: Iteration # 11 - FCN = 297714.800288 Edm = 0.589038 NCalls = 62 -VariableMetric: Iteration # 12 - FCN = 297714.1378208 Edm = 0.0437142 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 297713.0713771 Edm = 0.814946 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 297607.4307576 Edm = 7.58292 NCalls = 74 -VariableMetric: Iteration # 15 - FCN = 297595.7811865 Edm = 0.621646 NCalls = 76 -VariableMetric: Iteration # 16 - FCN = 297594.8261073 Edm = 0.0606651 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297594.7377346 Edm = 0.0268771 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297566.441854 Edm = 17.7484 NCalls = 87 -VariableMetric: Iteration # 19 - FCN = 297526.3581295 Edm = 0.740711 NCalls = 90 -VariableMetric: Iteration # 20 - FCN = 297525.7444818 Edm = 0.0358658 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 297525.7063968 Edm = 0.00949518 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297525.1897138 Edm = 0.508395 NCalls = 99 -VariableMetric: Iteration # 23 - FCN = 297414.760699 Edm = 19.8392 NCalls = 106 -VariableMetric: Iteration # 24 - FCN = 297377.0839179 Edm = 9.20472 NCalls = 109 -VariableMetric: Iteration # 25 - FCN = 297364.7903369 Edm = 1.85232 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297363.1560933 Edm = 1.68891 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297362.4050529 Edm = 0.197243 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297362.1101612 Edm = 0.00144069 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297362.1066595 Edm = 0.00209395 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297361.650447 Edm = 0.480989 NCalls = 126 -VariableMetric: Iteration # 31 - FCN = 297361.1334191 Edm = 0.503371 NCalls = 133 -VariableMetric: Iteration # 32 - FCN = 297343.4930082 Edm = 1.61981 NCalls = 137 -VariableMetric: Iteration # 33 - FCN = 297341.5219757 Edm = 0.439163 NCalls = 139 -VariableMetric: Iteration # 34 - FCN = 297340.7319237 Edm = 0.188588 NCalls = 141 -VariableMetric: Iteration # 35 - FCN = 297340.5440663 Edm = 0.030309 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297340.515556 Edm = 0.00432788 NCalls = 144 -VariableMetric: Iteration # 37 - FCN = 297340.5107706 Edm = 0.000758929 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297340.5081206 Edm = 0.00219536 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297340.4314797 Edm = 0.0825518 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297340.2116321 Edm = 0.209072 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297331.7335061 Edm = 3.14126 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297330.5330338 Edm = 0.206532 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297330.3155893 Edm = 0.00802894 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297330.3048892 Edm = 0.000796144 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297330.3034475 Edm = 0.000599881 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297330.2725433 Edm = 0.03272 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297329.2286154 Edm = 0.129607 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297323.7725956 Edm = 3.63655 NCalls = 188 -VariableMetric: Iteration # 49 - FCN = 297319.0129874 Edm = 7.25748 NCalls = 191 -VariableMetric: Iteration # 50 - FCN = 297316.915057 Edm = 4.01218 NCalls = 193 -VariableMetric: Iteration # 51 - FCN = 297313.0445843 Edm = 1.3376 NCalls = 196 -VariableMetric: Iteration # 52 - FCN = 297311.695304 Edm = 0.758643 NCalls = 198 -VariableMetric: Iteration # 53 - FCN = 297311.2594632 Edm = 0.265938 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297310.9949327 Edm = 0.0814848 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297310.9160317 Edm = 0.0116793 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297310.9008609 Edm = 0.00090087 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297310.8999258 Edm = 0.000155164 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297310.8994259 Edm = 0.000365626 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297310.8780414 Edm = 0.0216167 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297310.7693913 Edm = 0.0931305 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297306.8410934 Edm = 0.933051 NCalls = 228 -VariableMetric: Iteration # 62 - FCN = 297305.8265622 Edm = 0.0823955 NCalls = 230 -VariableMetric: Iteration # 63 - FCN = 297305.7666616 Edm = 0.00831092 NCalls = 232 -VariableMetric: Iteration # 64 - FCN = 297305.7569926 Edm = 0.000500804 NCalls = 234 -VariableMetric: Iteration # 65 - FCN = 297305.7564989 Edm = 0.000225932 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297305.7557903 Edm = 0.00072548 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297305.7311406 Edm = 0.0262383 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297305.6542607 Edm = 0.0756628 NCalls = 250 -VariableMetric: Iteration # 69 - FCN = 297303.8562933 Edm = 0.621386 NCalls = 255 -VariableMetric: Iteration # 70 - FCN = 297303.3058677 Edm = 0.00532295 NCalls = 257 -VariableMetric: Iteration # 71 - FCN = 297303.3008771 Edm = 8.48318e-05 NCalls = 258 -VariableMetric: Iteration # 72 - FCN = 297303.3007872 Edm = 1.89197e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297303.3007872 Edm = 2.00719 NCalls = 737 -VariableMetric: Iteration # 73 - FCN = 297303.3007872 Edm = 2.00719 NCalls = 737 -VariableMetric: Iteration # 74 - FCN = 297302.6121574 Edm = 1.22438 NCalls = 739 -VariableMetric: Iteration # 75 - FCN = 297301.8161313 Edm = 0.578905 NCalls = 741 -VariableMetric: Iteration # 76 - FCN = 297301.5060258 Edm = 0.304866 NCalls = 743 -VariableMetric: Iteration # 77 - FCN = 297301.4596502 Edm = 0.0634296 NCalls = 745 -VariableMetric: Iteration # 78 - FCN = 297301.3708858 Edm = 0.0591289 NCalls = 748 -VariableMetric: Iteration # 79 - FCN = 297301.2824167 Edm = 0.0681609 NCalls = 755 -VariableMetric: Iteration # 80 - FCN = 297301.2121014 Edm = 0.088224 NCalls = 758 -VariableMetric: Iteration # 81 - FCN = 297301.1839473 Edm = 0.058686 NCalls = 761 -VariableMetric: Iteration # 82 - FCN = 297301.1361022 Edm = 0.0326091 NCalls = 763 -VariableMetric: Iteration # 83 - FCN = 297301.1112356 Edm = 0.00606062 NCalls = 765 -VariableMetric: Iteration # 84 - FCN = 297301.1074914 Edm = 0.0012255 NCalls = 767 -VariableMetric: Iteration # 85 - FCN = 297301.1061445 Edm = 0.000456754 NCalls = 769 -VariableMetric: Iteration # 86 - FCN = 297301.1056386 Edm = 0.000204563 NCalls = 771 -VariableMetric: Iteration # 87 - FCN = 297301.1052571 Edm = 0.000160282 NCalls = 773 -VariableMetric: Iteration # 88 - FCN = 297301.1049655 Edm = 7.7234e-05 NCalls = 775 -VariableMetric: Iteration # 89 - FCN = 297301.1048516 Edm = 3.25445e-05 NCalls = 777 -VariableMetric: After Hessian - FCN = 297301.1048516 Edm = 0.00103519 NCalls = 1264 -VariableMetric: Iteration # 90 - FCN = 297301.1048516 Edm = 0.00103519 NCalls = 1264 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321916.5576169 Edm = 86.5086 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321916.5576169 Edm = 86.5086 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 318501.940168 Edm = 31.5827 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 318458.8725347 Edm = 43.452 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 317861.6734827 Edm = 912.531 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 301569.4354522 Edm = 4241.11 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298952.1860798 Edm = 1668.45 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298031.4265328 Edm = 238.975 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297533.2248105 Edm = 17.7727 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297507.414675 Edm = 1.651 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297504.6192685 Edm = 0.0213653 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297504.5069881 Edm = 0.0842197 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297439.8471273 Edm = 22.4506 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297394.5767906 Edm = 1.12577 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297393.3779757 Edm = 0.0993699 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297392.895801 Edm = 0.273717 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297379.9571953 Edm = 8.69812 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297325.1115479 Edm = 2.54175 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297321.9002449 Edm = 0.195977 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297321.506273 Edm = 0.056046 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297321.4568008 Edm = 0.00323626 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297321.4332429 Edm = 0.0193795 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297301.5591576 Edm = 8.54694 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297294.5684739 Edm = 1.3323 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297293.5283076 Edm = 0.030821 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297293.5000535 Edm = 0.00419723 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297293.4096456 Edm = 0.0935264 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297290.3860376 Edm = 2.64423 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297265.9620159 Edm = 2.2242 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297263.5006187 Edm = 3.01777 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297259.8162053 Edm = 3.24495 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297258.907461 Edm = 2.8932 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297253.4316361 Edm = 4.84411 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297248.4302744 Edm = 0.844635 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297247.6930195 Edm = 0.0858201 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297247.6365273 Edm = 0.00587767 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297247.6327588 Edm = 0.00277924 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297247.6293799 Edm = 0.00367102 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297247.5018345 Edm = 0.12285 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297242.9260253 Edm = 0.3413 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297242.5095246 Edm = 0.0134443 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297242.4913215 Edm = 0.000806773 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297242.4892561 Edm = 0.000761107 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297242.4802722 Edm = 0.00686567 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297241.7920612 Edm = 0.602487 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297239.1293664 Edm = 0.329241 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297238.8149745 Edm = 0.00888444 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297238.8071833 Edm = 0.000800145 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297238.8061137 Edm = 0.000455881 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297238.7784243 Edm = 0.0281719 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297238.312532 Edm = 0.0716586 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297236.210844 Edm = 0.557916 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297234.801168 Edm = 0.082749 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297234.6990223 Edm = 0.00605125 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297234.6932257 Edm = 0.000501834 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297234.6922254 Edm = 0.00057397 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297234.6608769 Edm = 0.0281937 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297232.6776462 Edm = 1.42861 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297226.8265727 Edm = 3.31135 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297219.2306784 Edm = 5.19382 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297217.8611016 Edm = 3.13369 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297215.2427834 Edm = 4.67855 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297214.3619528 Edm = 0.693849 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297213.6678248 Edm = 0.155216 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297213.4702627 Edm = 0.0333767 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297213.4140166 Edm = 0.0285413 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297213.362501 Edm = 0.0200824 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297213.3357889 Edm = 0.00445926 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297213.3267149 Edm = 0.00413723 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297213.2543098 Edm = 0.0741281 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297207.4726088 Edm = 1.57684 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297197.8476369 Edm = 3.38026 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297194.9507219 Edm = 0.486107 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297194.3865211 Edm = 0.254044 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297194.1126779 Edm = 0.161951 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297193.945932 Edm = 0.0775682 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297193.8559974 Edm = 0.0303074 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297193.7887094 Edm = 0.0539078 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297193.7349888 Edm = 0.0194427 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297193.7049764 Edm = 0.0056653 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297193.6977911 Edm = 0.00127907 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297193.6960499 Edm = 0.000660048 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297193.6944237 Edm = 0.00102943 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297193.6757047 Edm = 0.0189575 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297193.6348125 Edm = 0.038024 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297191.1559332 Edm = 2.44494 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297191.0579907 Edm = 0.115022 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297190.9506251 Edm = 0.105108 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297189.409117 Edm = 0.470095 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297188.5157098 Edm = 0.166232 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297188.1409316 Edm = 0.0472272 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297188.0739085 Edm = 0.0111514 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297188.0607122 Edm = 0.00262575 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297188.0515809 Edm = 0.00214783 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297188.0484605 Edm = 0.000190287 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297188.0480933 Edm = 8.00497e-05 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297188.0473319 Edm = 0.000701754 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297188.0227819 Edm = 0.026864 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297188.0216595 Edm = 0.000770564 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297188.0173759 Edm = 0.00388271 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297188.0149372 Edm = 0.00240794 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297187.8951975 Edm = 0.0902196 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297187.8944331 Edm = 0.00269874 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297187.8908605 Edm = 0.00366055 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297187.7310914 Edm = 0.0940239 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297187.6446146 Edm = 0.0893856 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297187.5581527 Edm = 0.0184512 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297187.3693174 Edm = 0.12846 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297186.8349814 Edm = 0.0949705 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297186.7288256 Edm = 0.0112316 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297186.7232441 Edm = 0.0070268 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297186.7106621 Edm = 0.00500505 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297186.6986033 Edm = 0.00295138 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297186.6937923 Edm = 0.00158561 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297186.6917172 Edm = 0.000677905 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297186.6911043 Edm = 3.03291e-05 NCalls = 359 -VariableMetric: After Hessian - FCN = 297186.6911043 Edm = 1.1561 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297186.6911043 Edm = 1.1561 NCalls = 832 -VariableMetric: Iteration # 116 - FCN = 297186.5744365 Edm = 0.749151 NCalls = 834 -VariableMetric: Iteration # 117 - FCN = 297186.5005122 Edm = 0.313212 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297186.0826237 Edm = 0.089686 NCalls = 838 -VariableMetric: Iteration # 119 - FCN = 297185.8945709 Edm = 0.13381 NCalls = 842 -VariableMetric: Iteration # 120 - FCN = 297185.7724523 Edm = 0.189108 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297185.4154778 Edm = 0.213284 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297185.242046 Edm = 0.0973183 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297185.1434887 Edm = 0.159496 NCalls = 857 -VariableMetric: Iteration # 124 - FCN = 297185.0507213 Edm = 0.0648653 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297185.0114232 Edm = 0.0674826 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297184.8908462 Edm = 0.0616704 NCalls = 866 -VariableMetric: Iteration # 127 - FCN = 297184.6586828 Edm = 0.0787333 NCalls = 868 -VariableMetric: Iteration # 128 - FCN = 297184.5172053 Edm = 0.107739 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297184.4769449 Edm = 0.0429461 NCalls = 872 -VariableMetric: Iteration # 130 - FCN = 297184.4186521 Edm = 0.0184991 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297184.3746767 Edm = 0.0151276 NCalls = 878 -VariableMetric: Iteration # 132 - FCN = 297184.3406829 Edm = 0.00683121 NCalls = 880 -VariableMetric: Iteration # 133 - FCN = 297184.3299843 Edm = 0.00431959 NCalls = 882 -VariableMetric: Iteration # 134 - FCN = 297184.3268386 Edm = 0.00233795 NCalls = 884 -VariableMetric: Iteration # 135 - FCN = 297184.3193065 Edm = 0.00361724 NCalls = 887 -VariableMetric: Iteration # 136 - FCN = 297184.3067014 Edm = 0.0039163 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297184.2996965 Edm = 0.0020279 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297184.2908827 Edm = 0.0034911 NCalls = 895 -VariableMetric: Iteration # 139 - FCN = 297184.2852713 Edm = 0.00384081 NCalls = 898 -VariableMetric: Iteration # 140 - FCN = 297184.2808238 Edm = 0.000991221 NCalls = 900 -VariableMetric: Iteration # 141 - FCN = 297184.279301 Edm = 0.000452303 NCalls = 902 -VariableMetric: Iteration # 142 - FCN = 297184.2780615 Edm = 0.000652071 NCalls = 904 -VariableMetric: Iteration # 143 - FCN = 297184.2760077 Edm = 0.00113605 NCalls = 906 -VariableMetric: Iteration # 144 - FCN = 297184.2714403 Edm = 0.00217045 NCalls = 909 -VariableMetric: Iteration # 145 - FCN = 297184.264982 Edm = 0.00212423 NCalls = 911 -VariableMetric: Iteration # 146 - FCN = 297184.2612282 Edm = 0.00247036 NCalls = 914 -VariableMetric: Iteration # 147 - FCN = 297184.2582564 Edm = 0.000640349 NCalls = 916 -VariableMetric: Iteration # 148 - FCN = 297184.2574451 Edm = 9.77844e-05 NCalls = 918 -VariableMetric: Iteration # 149 - FCN = 297184.2573124 Edm = 3.11617e-05 NCalls = 920 -VariableMetric: After Hessian - FCN = 297184.2573124 Edm = 8.67078e-05 NCalls = 1409 -VariableMetric: Iteration # 150 - FCN = 297184.2573124 Edm = 8.67078e-05 NCalls = 1409 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313802.9862393 Edm = 212.617 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313802.9862393 Edm = 212.617 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312940.7934844 Edm = 16.8409 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 306956.1113002 Edm = 55.8713 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304319.8250771 Edm = 2384.08 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 304275.0075246 Edm = 170.646 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 301688.0205351 Edm = 1252.5 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298889.4664362 Edm = 569.859 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298727.0992488 Edm = 486.679 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297970.8463854 Edm = 53.8536 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 297926.1191549 Edm = 15.9861 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297910.2722238 Edm = 0.0795194 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297910.1677184 Edm = 0.0319623 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297899.1900721 Edm = 10.0981 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297799.5738229 Edm = 42.5801 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297755.5971758 Edm = 8.29418 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297750.4551971 Edm = 0.547519 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297749.9388364 Edm = 0.0835375 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297749.5923824 Edm = 0.336956 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297710.1278361 Edm = 18.3522 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297680.8927493 Edm = 12.1577 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297675.1972272 Edm = 0.141655 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297675.0035895 Edm = 0.0739304 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297670.8182437 Edm = 5.13806 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297669.4387544 Edm = 1.40599 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297664.7721138 Edm = 2.65943 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297642.8442997 Edm = 1.92382 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297640.8814752 Edm = 0.0248375 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297640.7901138 Edm = 0.072017 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297639.6414551 Edm = 1.24092 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297639.4306645 Edm = 0.194894 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297636.898792 Edm = 1.96406 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297584.5704849 Edm = 6.01037 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297576.4159847 Edm = 0.719343 NCalls = 130 -VariableMetric: Iteration # 33 - FCN = 297575.4125487 Edm = 0.139209 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297575.173663 Edm = 0.0217852 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297575.0696171 Edm = 0.088184 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297573.7763424 Edm = 0.398583 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297571.5270181 Edm = 2.60649 NCalls = 148 -VariableMetric: Iteration # 38 - FCN = 297569.2515606 Edm = 0.987505 NCalls = 152 -VariableMetric: Iteration # 39 - FCN = 297567.856222 Edm = 0.763797 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297567.2059958 Edm = 0.736072 NCalls = 156 -VariableMetric: Iteration # 41 - FCN = 297565.6072019 Edm = 2.05673 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297561.7540273 Edm = 0.53528 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297559.4862882 Edm = 0.676226 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297559.2782301 Edm = 0.360469 NCalls = 174 -VariableMetric: Iteration # 45 - FCN = 297558.898043 Edm = 0.0736024 NCalls = 176 -VariableMetric: Iteration # 46 - FCN = 297558.2479529 Edm = 0.572745 NCalls = 181 -VariableMetric: Iteration # 47 - FCN = 297558.0704892 Edm = 0.456023 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297556.9262367 Edm = 1.77605 NCalls = 189 -VariableMetric: Iteration # 49 - FCN = 297556.5303491 Edm = 0.850946 NCalls = 193 -VariableMetric: Iteration # 50 - FCN = 297554.1330813 Edm = 2.66361 NCalls = 197 -VariableMetric: Iteration # 51 - FCN = 297553.0903383 Edm = 0.728915 NCalls = 201 -VariableMetric: Iteration # 52 - FCN = 297545.5048136 Edm = 5.04669 NCalls = 205 -VariableMetric: Iteration # 53 - FCN = 297544.3102077 Edm = 1.62319 NCalls = 207 -VariableMetric: Iteration # 54 - FCN = 297542.0630399 Edm = 0.25144 NCalls = 209 -VariableMetric: Iteration # 55 - FCN = 297541.7186358 Edm = 0.0349777 NCalls = 211 -VariableMetric: Iteration # 56 - FCN = 297541.6423941 Edm = 0.0546506 NCalls = 213 -VariableMetric: Iteration # 57 - FCN = 297540.3157775 Edm = 0.845518 NCalls = 218 -VariableMetric: Iteration # 58 - FCN = 297528.1940277 Edm = 11.3853 NCalls = 222 -VariableMetric: Iteration # 59 - FCN = 297512.6033805 Edm = 4.23698 NCalls = 226 -VariableMetric: Iteration # 60 - FCN = 297508.2233692 Edm = 0.429965 NCalls = 228 -VariableMetric: Iteration # 61 - FCN = 297507.8756476 Edm = 0.00733761 NCalls = 230 -VariableMetric: Iteration # 62 - FCN = 297507.8668076 Edm = 0.00187921 NCalls = 232 -VariableMetric: Iteration # 63 - FCN = 297507.8465203 Edm = 0.0184377 NCalls = 235 -VariableMetric: Iteration # 64 - FCN = 297505.8248257 Edm = 1.02512 NCalls = 241 -VariableMetric: Iteration # 65 - FCN = 297502.9820901 Edm = 0.696327 NCalls = 243 -VariableMetric: Iteration # 66 - FCN = 297501.8269816 Edm = 0.5503 NCalls = 245 -VariableMetric: Iteration # 67 - FCN = 297501.2493997 Edm = 0.0754175 NCalls = 248 -VariableMetric: Iteration # 68 - FCN = 297501.1460471 Edm = 0.0055695 NCalls = 250 -VariableMetric: Iteration # 69 - FCN = 297501.1383385 Edm = 0.00198318 NCalls = 252 -VariableMetric: Iteration # 70 - FCN = 297501.1286512 Edm = 0.00980697 NCalls = 255 -VariableMetric: Iteration # 71 - FCN = 297500.75009 Edm = 0.415259 NCalls = 261 -VariableMetric: Iteration # 72 - FCN = 297500.7454709 Edm = 0.00274811 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297500.6629437 Edm = 0.0860898 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297498.7415977 Edm = 0.369009 NCalls = 275 -VariableMetric: Iteration # 75 - FCN = 297496.6651947 Edm = 1.33305 NCalls = 277 -VariableMetric: Iteration # 76 - FCN = 297494.5859292 Edm = 0.849463 NCalls = 279 -VariableMetric: Iteration # 77 - FCN = 297493.3740748 Edm = 0.64945 NCalls = 281 -VariableMetric: Iteration # 78 - FCN = 297492.1162489 Edm = 0.466848 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297491.4566217 Edm = 0.929842 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297490.9799728 Edm = 0.258928 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297490.6882121 Edm = 0.186708 NCalls = 292 -VariableMetric: Iteration # 82 - FCN = 297490.4223123 Edm = 0.104841 NCalls = 294 -VariableMetric: Iteration # 83 - FCN = 297490.2803143 Edm = 0.0280262 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297490.2458023 Edm = 0.00867002 NCalls = 299 -VariableMetric: Iteration # 85 - FCN = 297490.2333191 Edm = 0.0028415 NCalls = 301 -VariableMetric: Iteration # 86 - FCN = 297490.2251975 Edm = 0.00465686 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297490.1414198 Edm = 0.0868299 NCalls = 307 -VariableMetric: Iteration # 88 - FCN = 297489.8329363 Edm = 0.265339 NCalls = 312 -VariableMetric: Iteration # 89 - FCN = 297476.6516032 Edm = 10.8794 NCalls = 318 -VariableMetric: Iteration # 90 - FCN = 297476.0668079 Edm = 2.93395 NCalls = 321 -VariableMetric: Iteration # 91 - FCN = 297469.9743077 Edm = 2.67653 NCalls = 326 -VariableMetric: Iteration # 92 - FCN = 297462.884282 Edm = 3.35207 NCalls = 329 -VariableMetric: Iteration # 93 - FCN = 297455.4655155 Edm = 11.557 NCalls = 333 -VariableMetric: Iteration # 94 - FCN = 297450.326474 Edm = 13.0069 NCalls = 338 -VariableMetric: Iteration # 95 - FCN = 297427.2369477 Edm = 42.8173 NCalls = 343 -VariableMetric: Iteration # 96 - FCN = 297424.4404314 Edm = 7.49747 NCalls = 345 -VariableMetric: Iteration # 97 - FCN = 297413.5528272 Edm = 7.25529 NCalls = 348 -VariableMetric: Iteration # 98 - FCN = 297411.0854019 Edm = 3.94613 NCalls = 351 -VariableMetric: Iteration # 99 - FCN = 297408.6344695 Edm = 2.24531 NCalls = 354 -VariableMetric: Iteration # 100 - FCN = 297407.0592456 Edm = 0.657345 NCalls = 356 -VariableMetric: Iteration # 101 - FCN = 297406.4362665 Edm = 0.338829 NCalls = 358 -VariableMetric: Iteration # 102 - FCN = 297405.8293499 Edm = 0.395617 NCalls = 361 -VariableMetric: Iteration # 103 - FCN = 297405.1838908 Edm = 0.0747911 NCalls = 363 -VariableMetric: Iteration # 104 - FCN = 297405.1225524 Edm = 0.0414985 NCalls = 365 -VariableMetric: Iteration # 105 - FCN = 297405.081292 Edm = 0.00792144 NCalls = 367 -VariableMetric: Iteration # 106 - FCN = 297405.0683059 Edm = 0.00889449 NCalls = 369 -VariableMetric: Iteration # 107 - FCN = 297404.9865294 Edm = 0.075689 NCalls = 373 -VariableMetric: Iteration # 108 - FCN = 297403.636011 Edm = 0.960471 NCalls = 378 -VariableMetric: Iteration # 109 - FCN = 297399.9776462 Edm = 1.28892 NCalls = 380 -VariableMetric: Iteration # 110 - FCN = 297398.6796669 Edm = 0.322103 NCalls = 382 -VariableMetric: Iteration # 111 - FCN = 297398.1886824 Edm = 0.174261 NCalls = 384 -VariableMetric: Iteration # 112 - FCN = 297398.0166516 Edm = 0.0853434 NCalls = 385 -VariableMetric: Iteration # 113 - FCN = 297397.9464095 Edm = 0.0132118 NCalls = 387 -VariableMetric: Iteration # 114 - FCN = 297397.9288172 Edm = 0.00333461 NCalls = 389 -VariableMetric: Iteration # 115 - FCN = 297397.9111827 Edm = 0.0108719 NCalls = 392 -VariableMetric: Iteration # 116 - FCN = 297397.7690622 Edm = 0.084058 NCalls = 395 -VariableMetric: Iteration # 117 - FCN = 297397.3435103 Edm = 0.315845 NCalls = 398 -VariableMetric: Iteration # 118 - FCN = 297392.1688657 Edm = 4.12751 NCalls = 402 -VariableMetric: Iteration # 119 - FCN = 297386.3038656 Edm = 5.37315 NCalls = 405 -VariableMetric: Iteration # 120 - FCN = 297383.5323319 Edm = 1.4505 NCalls = 407 -VariableMetric: Iteration # 121 - FCN = 297382.6570628 Edm = 0.53144 NCalls = 409 -VariableMetric: Iteration # 122 - FCN = 297382.2934376 Edm = 0.0448174 NCalls = 411 -VariableMetric: Iteration # 123 - FCN = 297382.2344917 Edm = 0.00745512 NCalls = 413 -VariableMetric: Iteration # 124 - FCN = 297382.2147357 Edm = 0.00490321 NCalls = 415 -VariableMetric: Iteration # 125 - FCN = 297382.2048627 Edm = 0.000519551 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297382.2041921 Edm = 0.000196248 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297382.2012569 Edm = 0.00250675 NCalls = 423 -VariableMetric: Iteration # 128 - FCN = 297382.1670533 Edm = 0.0249026 NCalls = 426 -VariableMetric: Iteration # 129 - FCN = 297381.4538716 Edm = 0.534985 NCalls = 430 -VariableMetric: Iteration # 130 - FCN = 297379.2351988 Edm = 0.448223 NCalls = 434 -VariableMetric: Iteration # 131 - FCN = 297378.8783996 Edm = 0.0701237 NCalls = 436 -VariableMetric: Iteration # 132 - FCN = 297378.8116175 Edm = 0.00544253 NCalls = 438 -VariableMetric: Iteration # 133 - FCN = 297378.8060539 Edm = 0.000377966 NCalls = 440 -VariableMetric: Iteration # 134 - FCN = 297378.8053557 Edm = 0.000209679 NCalls = 442 -VariableMetric: Iteration # 135 - FCN = 297378.8041534 Edm = 0.000727689 NCalls = 445 -VariableMetric: Iteration # 136 - FCN = 297378.7819844 Edm = 0.0211511 NCalls = 449 -VariableMetric: Iteration # 137 - FCN = 297377.2344414 Edm = 0.826481 NCalls = 454 -VariableMetric: Iteration # 138 - FCN = 297375.3669863 Edm = 0.263423 NCalls = 457 -VariableMetric: Iteration # 139 - FCN = 297375.1534954 Edm = 0.0344043 NCalls = 459 -VariableMetric: Iteration # 140 - FCN = 297375.1218283 Edm = 0.00145748 NCalls = 460 -VariableMetric: Iteration # 141 - FCN = 297375.1203135 Edm = 0.000106586 NCalls = 462 -VariableMetric: Iteration # 142 - FCN = 297375.1201061 Edm = 9.82039e-05 NCalls = 464 -VariableMetric: Iteration # 143 - FCN = 297375.1191307 Edm = 0.000900695 NCalls = 467 -VariableMetric: Iteration # 144 - FCN = 297375.0782589 Edm = 0.0373285 NCalls = 474 -VariableMetric: Iteration # 145 - FCN = 297374.0538007 Edm = 0.122068 NCalls = 479 -VariableMetric: Iteration # 146 - FCN = 297373.9125728 Edm = 0.00257519 NCalls = 481 -VariableMetric: Iteration # 147 - FCN = 297373.9100543 Edm = 0.000233827 NCalls = 483 -VariableMetric: Iteration # 148 - FCN = 297373.9097704 Edm = 5.57528e-05 NCalls = 485 -VariableMetric: After Hessian - FCN = 297373.9097704 Edm = 2.95739 NCalls = 956 -VariableMetric: Iteration # 149 - FCN = 297373.9097704 Edm = 2.95739 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297370.619988 Edm = 1.00136 NCalls = 958 -VariableMetric: Iteration # 151 - FCN = 297370.14399 Edm = 0.14456 NCalls = 960 -VariableMetric: Iteration # 152 - FCN = 297370.0020036 Edm = 0.0365388 NCalls = 962 -VariableMetric: Iteration # 153 - FCN = 297369.9533045 Edm = 0.006598 NCalls = 964 -VariableMetric: Iteration # 154 - FCN = 297369.9167554 Edm = 0.0646001 NCalls = 968 -VariableMetric: Iteration # 155 - FCN = 297369.6474089 Edm = 0.240552 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297369.6362387 Edm = 0.0456445 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297369.3894118 Edm = 0.24632 NCalls = 984 -VariableMetric: Iteration # 158 - FCN = 297369.3630885 Edm = 0.0846181 NCalls = 987 -VariableMetric: Iteration # 159 - FCN = 297369.3379607 Edm = 0.121149 NCalls = 989 -VariableMetric: Iteration # 160 - FCN = 297369.2707268 Edm = 0.0367255 NCalls = 993 -VariableMetric: Iteration # 161 - FCN = 297369.2192737 Edm = 0.00733431 NCalls = 995 -VariableMetric: Iteration # 162 - FCN = 297369.2086373 Edm = 0.00194891 NCalls = 997 -VariableMetric: Iteration # 163 - FCN = 297369.2046772 Edm = 0.000361686 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297369.2043029 Edm = 1.4263e-05 NCalls = 1001 -VariableMetric: After Hessian - FCN = 297369.2043029 Edm = 2.08803e-05 NCalls = 1484 -VariableMetric: Iteration # 165 - FCN = 297369.2043029 Edm = 2.08803e-05 NCalls = 1484 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307876.0926152 Edm = 16.0599 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307876.0926152 Edm = 16.0599 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298940.4341611 Edm = 1.20419 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298024.7256702 Edm = 178.92 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 297947.4265126 Edm = 4.00585 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297945.6569702 Edm = 0.196678 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297945.2479643 Edm = 0.299148 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297904.2139192 Edm = 0.351204 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297903.5790702 Edm = 0.0736168 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297903.2367263 Edm = 0.241888 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297847.4174188 Edm = 50.7988 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297635.1119663 Edm = 33.6348 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297614.7023402 Edm = 1.34484 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297613.1216891 Edm = 0.10994 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297612.9929574 Edm = 0.0238994 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297612.8383565 Edm = 0.125616 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297590.6454183 Edm = 15.2128 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297545.5374417 Edm = 0.967971 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297544.6993931 Edm = 0.0192086 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297544.6649027 Edm = 0.0211452 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297544.4318808 Edm = 0.290708 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297540.4466796 Edm = 3.50099 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297432.4820573 Edm = 5.20174 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297428.0829107 Edm = 2.09231 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297426.814162 Edm = 0.240835 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297426.7031293 Edm = 0.122112 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297426.6497781 Edm = 0.00969993 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297426.6313413 Edm = 0.00691969 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297426.5051186 Edm = 0.0986942 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297406.9195231 Edm = 3.74199 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297402.6123305 Edm = 0.105189 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297402.4985287 Edm = 0.00804506 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297402.4881707 Edm = 0.00197515 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297402.4794798 Edm = 0.00566046 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297402.049815 Edm = 0.360432 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297394.7955939 Edm = 2.15969 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297392.2940359 Edm = 0.369897 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297391.9174457 Edm = 0.0358813 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297391.8677839 Edm = 0.00730636 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297391.8569208 Edm = 0.00290689 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297391.8338597 Edm = 0.0163334 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297391.540896 Edm = 0.224602 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297386.1726218 Edm = 3.57688 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297376.5636343 Edm = 2.8732 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297373.4074071 Edm = 0.951159 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297372.584818 Edm = 0.16789 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297372.38102 Edm = 0.00937282 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297372.3727389 Edm = 0.000988366 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297372.3711743 Edm = 0.00105431 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297372.3497585 Edm = 0.0204261 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297368.0962614 Edm = 2.01278 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297362.7438522 Edm = 0.432204 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297362.2174564 Edm = 0.0519312 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297362.1612766 Edm = 0.00509131 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297362.1558178 Edm = 0.000390991 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297362.1550998 Edm = 0.000210947 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297362.152431 Edm = 0.00260403 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297362.0676664 Edm = 0.0643038 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297360.7213731 Edm = 0.367698 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297360.3061366 Edm = 0.0470193 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297360.2681674 Edm = 0.00305385 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297360.2647055 Edm = 0.000356834 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297360.2641293 Edm = 0.000262319 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297360.2623993 Edm = 0.00127543 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297360.1912876 Edm = 0.0620726 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297358.7643415 Edm = 0.0850077 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297358.6844532 Edm = 0.00878662 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297358.6769134 Edm = 0.00102738 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297358.675591 Edm = 9.64048e-05 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297358.6752897 Edm = 0.000191936 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297358.6638806 Edm = 0.0113066 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297358.3460965 Edm = 0.0453057 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297357.1153948 Edm = 0.428954 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297356.284468 Edm = 0.0835735 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297356.1881449 Edm = 0.00768562 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297356.1805486 Edm = 0.000765401 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297356.1797026 Edm = 7.92888e-05 NCalls = 232 -VariableMetric: After Hessian - FCN = 297356.1797026 Edm = 12.8077 NCalls = 707 -VariableMetric: Iteration # 76 - FCN = 297356.1797026 Edm = 12.8077 NCalls = 707 -VariableMetric: Iteration # 77 - FCN = 297356.0300037 Edm = 305.495 NCalls = 710 -VariableMetric: Iteration # 78 - FCN = 297355.5270164 Edm = 0.368835 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297354.7250477 Edm = 0.265357 NCalls = 722 -VariableMetric: Iteration # 80 - FCN = 297354.3173107 Edm = 0.678568 NCalls = 724 -VariableMetric: Iteration # 81 - FCN = 297354.1000253 Edm = 0.460277 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297350.8591355 Edm = 1.06943 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297350.7435642 Edm = 0.159388 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297350.5931216 Edm = 0.198779 NCalls = 735 -VariableMetric: Iteration # 85 - FCN = 297350.4006606 Edm = 0.349771 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297347.3659022 Edm = 1.53556 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297345.5169236 Edm = 0.489267 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297345.0596005 Edm = 0.196026 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297344.8374675 Edm = 0.0940031 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297344.687693 Edm = 0.0789604 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297344.5380605 Edm = 0.0865641 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297344.4057674 Edm = 0.0413998 NCalls = 756 -VariableMetric: Iteration # 93 - FCN = 297344.3111484 Edm = 0.0399846 NCalls = 759 -VariableMetric: Iteration # 94 - FCN = 297344.2506684 Edm = 0.0216949 NCalls = 761 -VariableMetric: Iteration # 95 - FCN = 297344.2126732 Edm = 0.00386769 NCalls = 763 -VariableMetric: Iteration # 96 - FCN = 297344.2075323 Edm = 0.00209382 NCalls = 765 -VariableMetric: Iteration # 97 - FCN = 297344.2058058 Edm = 0.000449558 NCalls = 767 -VariableMetric: Iteration # 98 - FCN = 297344.2052053 Edm = 9.56147e-05 NCalls = 769 -VariableMetric: Iteration # 99 - FCN = 297344.2048817 Edm = 3.12681e-05 NCalls = 771 -VariableMetric: After Hessian - FCN = 297344.2048817 Edm = 0.000244879 NCalls = 1248 -VariableMetric: Iteration # 100 - FCN = 297344.2048817 Edm = 0.000244879 NCalls = 1248 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314415.1765079 Edm = 32.015 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314415.1765079 Edm = 32.015 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308954.7395621 Edm = 14.605 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 302194.0155924 Edm = 3.57357 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 302192.7378249 Edm = 3.82445 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 302103.208358 Edm = 99.3786 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 302061.1137414 Edm = 40.6214 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 302004.5872676 Edm = 37.0466 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 301007.7768797 Edm = 189.078 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 300831.2447697 Edm = 0.749721 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 300829.9326476 Edm = 1.14146 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 300739.4185273 Edm = 75.505 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298478.3616401 Edm = 298.193 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298234.3572066 Edm = 837.256 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 298018.3439731 Edm = 463.414 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297749.6932348 Edm = 21.7226 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297728.0344721 Edm = 0.356469 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297727.670187 Edm = 0.021902 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297727.5797567 Edm = 0.0672657 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297702.1326297 Edm = 20.9373 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297654.1102012 Edm = 3.45198 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297648.4407707 Edm = 0.699546 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297647.2531741 Edm = 0.119555 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297646.9587585 Edm = 0.0315631 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297646.892346 Edm = 0.0241494 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297646.6279254 Edm = 0.208756 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297645.9696951 Edm = 0.472141 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297644.9319751 Edm = 3.68024 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297642.5763562 Edm = 5.11395 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297640.382929 Edm = 2.10876 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297599.1620792 Edm = 8.90954 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297581.2662328 Edm = 18.564 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297550.3411144 Edm = 6.13647 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297545.9656292 Edm = 0.223755 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297545.6605772 Edm = 0.0360193 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297545.5951365 Edm = 0.0135583 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297545.4809601 Edm = 0.0981374 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297542.5573365 Edm = 2.97578 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297492.8220962 Edm = 28.2117 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297466.7853736 Edm = 44.3888 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297442.6941491 Edm = 39.6656 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297421.3496207 Edm = 8.24389 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297415.0274613 Edm = 2.19755 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297412.4143974 Edm = 0.414562 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297411.7784693 Edm = 0.0585019 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297411.6832974 Edm = 0.029117 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297411.5664151 Edm = 0.0464036 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297408.733465 Edm = 2.47046 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297358.6301876 Edm = 18.3849 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297295.3853273 Edm = 15.4075 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297293.0355737 Edm = 10.9733 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297286.4016218 Edm = 2.08412 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297283.8662219 Edm = 3.29042 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297281.9819615 Edm = 0.741174 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297280.9966711 Edm = 0.062981 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297280.9109298 Edm = 0.013335 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297280.8896006 Edm = 0.00304776 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297280.8836925 Edm = 0.00240039 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297280.8703062 Edm = 0.0113381 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297280.2194648 Edm = 0.728764 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297280.2120661 Edm = 0.00434671 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297280.041352 Edm = 0.246598 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297279.9995621 Edm = 0.0402863 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297278.766301 Edm = 1.06103 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297267.4524826 Edm = 4.71483 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297264.7915339 Edm = 1.58423 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297262.9798577 Edm = 0.419862 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297262.5763153 Edm = 0.131087 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297262.3344298 Edm = 0.0557841 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297262.2398661 Edm = 0.0112747 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297262.2284815 Edm = 0.00598625 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297262.2002998 Edm = 0.0206465 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297261.9492695 Edm = 0.105777 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297260.2650758 Edm = 1.45548 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297251.59004 Edm = 3.69919 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297245.3965723 Edm = 1.323 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297244.3785712 Edm = 0.425722 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297244.1158299 Edm = 0.142984 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297243.9961511 Edm = 0.0184324 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297243.9736317 Edm = 0.00358406 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297243.9648699 Edm = 0.00983909 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297243.8805943 Edm = 0.0934919 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297242.3665069 Edm = 1.44824 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297223.9177659 Edm = 5.18891 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297221.1363426 Edm = 1.21482 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297220.1873022 Edm = 0.243201 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297219.8196009 Edm = 0.0974335 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297219.6956888 Edm = 0.0190022 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297219.6730886 Edm = 0.00578903 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297219.664292 Edm = 0.00192787 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297219.6543453 Edm = 0.00372234 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297219.6215558 Edm = 0.0232613 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297218.8508595 Edm = 0.51528 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297213.3947537 Edm = 2.79766 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297208.9543531 Edm = 1.79656 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297206.3821002 Edm = 0.840009 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297205.7941407 Edm = 0.24031 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297205.6268162 Edm = 0.0329205 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297205.6032231 Edm = 0.00427612 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297205.5996332 Edm = 0.00118338 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297205.5961695 Edm = 0.00194146 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297205.5700115 Edm = 0.0247252 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297205.3374039 Edm = 0.14698 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297204.6743419 Edm = 0.368853 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297199.5521912 Edm = 1.34654 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297198.20457 Edm = 0.1277 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297198.0986098 Edm = 0.023369 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297198.0811766 Edm = 0.00420488 NCalls = 331 -VariableMetric: Iteration # 107 - FCN = 297198.0745932 Edm = 0.00214624 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297198.0714433 Edm = 0.000630304 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297198.0700269 Edm = 0.0003087 NCalls = 337 -VariableMetric: Iteration # 110 - FCN = 297198.0691104 Edm = 0.000411116 NCalls = 339 -VariableMetric: Iteration # 111 - FCN = 297198.0561958 Edm = 0.0115712 NCalls = 343 -VariableMetric: Iteration # 112 - FCN = 297197.2740666 Edm = 0.567581 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297195.0772983 Edm = 0.431283 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297194.7499089 Edm = 0.0228968 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297194.7344655 Edm = 0.00145729 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297194.7331974 Edm = 8.64553e-05 NCalls = 357 -VariableMetric: Iteration # 117 - FCN = 297194.7330936 Edm = 4.73208e-05 NCalls = 359 -VariableMetric: After Hessian - FCN = 297194.7330936 Edm = 33.5338 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297194.7330936 Edm = 33.5338 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297193.7965805 Edm = 3.82823 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297191.0785874 Edm = 1.12949 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297190.608017 Edm = 0.628967 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297190.1900439 Edm = 0.128286 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297190.0111531 Edm = 0.00920097 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297190.0009304 Edm = 0.00195524 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297189.9956123 Edm = 0.00248701 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297189.9830025 Edm = 0.00323161 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297189.9757505 Edm = 0.00159978 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297189.9730702 Edm = 0.000642888 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297189.9716833 Edm = 7.18333e-05 NCalls = 865 -VariableMetric: After Hessian - FCN = 297189.9716833 Edm = 0.000109869 NCalls = 1350 -VariableMetric: Iteration # 130 - FCN = 297189.9716833 Edm = 0.000109869 NCalls = 1350 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335309.1325661 Edm = 12665.7 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335309.1325661 Edm = 12665.7 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302719.2260878 Edm = 23.62 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301850.485661 Edm = 3.98964 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 301840.4081903 Edm = 2.02539 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 301754.295158 Edm = 116.408 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 301677.4708656 Edm = 76.4292 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301626.0020584 Edm = 32.6239 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298390.9365699 Edm = 34.6063 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298344.8223006 Edm = 28.4054 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298255.6684994 Edm = 70.1864 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298070.0169529 Edm = 2.15272 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298066.7682845 Edm = 1.98041 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298063.3343594 Edm = 3.07383 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297847.242004 Edm = 111.665 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297633.3386986 Edm = 15.2484 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297624.8638836 Edm = 0.458515 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297624.4733415 Edm = 0.0472156 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297624.372544 Edm = 0.0955755 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297592.9580418 Edm = 7.25061 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297581.9769904 Edm = 0.0355873 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297581.926833 Edm = 0.0128166 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297580.3142359 Edm = 1.67793 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297579.6490438 Edm = 0.650516 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297486.9636053 Edm = 11.9173 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297467.8399715 Edm = 6.38264 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297455.7144671 Edm = 3.17999 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297450.0959427 Edm = 0.682143 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297449.1755974 Edm = 0.0794385 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297449.0825178 Edm = 0.0263045 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297449.0272845 Edm = 0.0351847 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297445.8550437 Edm = 2.74033 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297415.5619325 Edm = 53.533 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297397.4256346 Edm = 11.6222 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297375.0253632 Edm = 1.4969 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297372.8747227 Edm = 0.299847 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297372.5588339 Edm = 0.0238833 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297372.5310805 Edm = 0.00174979 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297372.5218869 Edm = 0.00649673 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297372.3444697 Edm = 0.188598 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297367.5137598 Edm = 2.36392 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297362.7733956 Edm = 3.00363 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297361.2774517 Edm = 0.872954 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297359.6092252 Edm = 0.473896 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297358.7080135 Edm = 0.614749 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297358.3147997 Edm = 0.221915 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297357.9561719 Edm = 0.0585648 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297357.8749153 Edm = 0.00916696 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297357.8638304 Edm = 0.00133492 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297357.8621536 Edm = 0.00108328 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297357.8570152 Edm = 0.00525386 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297357.6000605 Edm = 0.234955 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297351.1278893 Edm = 1.75805 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297348.5145587 Edm = 0.472707 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297348.2400352 Edm = 0.568997 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297347.4038517 Edm = 0.483735 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297345.6706627 Edm = 2.61509 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297344.9472395 Edm = 0.786524 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297343.7859929 Edm = 0.251269 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297343.2837518 Edm = 0.0914907 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297343.1673318 Edm = 0.00902032 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297343.1596488 Edm = 0.00670748 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297343.1538352 Edm = 0.00252426 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297343.1091327 Edm = 0.035428 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297337.6565495 Edm = 5.20586 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297316.6455841 Edm = 28.7594 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297283.9471215 Edm = 25.9121 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297276.486285 Edm = 9.05462 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297269.1693881 Edm = 10.5234 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297261.9741507 Edm = 3.44141 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297257.5103698 Edm = 1.90239 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297256.3432244 Edm = 2.98769 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297252.8747323 Edm = 1.11132 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297251.262037 Edm = 0.872595 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297250.3766132 Edm = 0.72198 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297248.6297382 Edm = 0.778074 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297246.5674563 Edm = 0.178267 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297246.3180868 Edm = 0.0409771 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297246.2941834 Edm = 0.0166397 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297246.2740183 Edm = 0.00918863 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297246.1482372 Edm = 0.111989 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297245.4381742 Edm = 0.347837 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297243.6818007 Edm = 1.65792 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297235.8323406 Edm = 5.61162 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297213.9788339 Edm = 15.556 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297200.6153364 Edm = 5.70846 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297199.7507157 Edm = 3.06433 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297198.2997522 Edm = 1.11386 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297197.1004388 Edm = 0.906555 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297195.8046175 Edm = 0.197325 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297195.555301 Edm = 0.161186 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297195.4989556 Edm = 0.0460242 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297195.4116869 Edm = 0.00451019 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297195.4007939 Edm = 0.00658819 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297195.2519029 Edm = 0.138692 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297192.565375 Edm = 2.60859 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297181.054261 Edm = 3.14729 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297176.702018 Edm = 1.11471 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297176.214228 Edm = 0.331252 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297175.8494866 Edm = 0.162278 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297175.7554203 Edm = 0.0113797 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297175.7401006 Edm = 0.00104439 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297175.7384848 Edm = 0.000529572 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297175.7344924 Edm = 0.00287952 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297175.7274071 Edm = 0.00263341 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297175.7186211 Edm = 0.00553718 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297175.6914247 Edm = 0.0160981 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297175.6662718 Edm = 0.0154013 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297175.6226247 Edm = 0.0154722 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297175.4813809 Edm = 0.159448 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297175.2474841 Edm = 0.194457 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297174.1668242 Edm = 0.863338 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297173.0551786 Edm = 0.0543689 NCalls = 357 -VariableMetric: Iteration # 112 - FCN = 297173.0002127 Edm = 0.00663438 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297172.9913604 Edm = 0.00380164 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297172.980815 Edm = 0.00280843 NCalls = 364 -VariableMetric: Iteration # 115 - FCN = 297172.9770523 Edm = 0.00216655 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297172.9750682 Edm = 0.00062496 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297172.9735477 Edm = 0.000745288 NCalls = 372 -VariableMetric: Iteration # 118 - FCN = 297172.9723928 Edm = 0.000682446 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297172.9712987 Edm = 0.000519117 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297172.9701356 Edm = 0.00187817 NCalls = 386 -VariableMetric: Iteration # 121 - FCN = 297172.9681922 Edm = 0.00264552 NCalls = 389 -VariableMetric: Iteration # 122 - FCN = 297172.9671248 Edm = 0.00215883 NCalls = 393 -VariableMetric: Iteration # 123 - FCN = 297172.9639219 Edm = 0.00359018 NCalls = 397 -VariableMetric: Iteration # 124 - FCN = 297172.9592509 Edm = 0.00335272 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297172.9442903 Edm = 0.00901053 NCalls = 407 -VariableMetric: Iteration # 126 - FCN = 297172.9409173 Edm = 0.0227293 NCalls = 409 -VariableMetric: Iteration # 127 - FCN = 297172.9318061 Edm = 0.000840633 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297172.9297983 Edm = 0.000856592 NCalls = 414 -VariableMetric: Iteration # 129 - FCN = 297172.9292462 Edm = 0.000414392 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297172.9274396 Edm = 0.00154315 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297172.8383778 Edm = 0.112926 NCalls = 425 -VariableMetric: Iteration # 132 - FCN = 297172.7677339 Edm = 0.0710032 NCalls = 430 -VariableMetric: Iteration # 133 - FCN = 297172.3680573 Edm = 0.665647 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297172.3611523 Edm = 0.00522831 NCalls = 438 -VariableMetric: Iteration # 135 - FCN = 297171.8485901 Edm = 0.35403 NCalls = 445 -VariableMetric: Iteration # 136 - FCN = 297171.1681739 Edm = 0.0611906 NCalls = 447 -VariableMetric: Iteration # 137 - FCN = 297171.1034564 Edm = 0.0041539 NCalls = 448 -VariableMetric: Iteration # 138 - FCN = 297171.0996081 Edm = 0.000128537 NCalls = 449 -VariableMetric: Iteration # 139 - FCN = 297171.0993149 Edm = 0.000141039 NCalls = 451 -VariableMetric: Iteration # 140 - FCN = 297171.0981261 Edm = 0.000985826 NCalls = 454 -VariableMetric: Iteration # 141 - FCN = 297171.077676 Edm = 0.0203808 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297170.7194484 Edm = 0.364562 NCalls = 464 -VariableMetric: Iteration # 143 - FCN = 297169.7436866 Edm = 1.04408 NCalls = 469 -VariableMetric: Iteration # 144 - FCN = 297169.3907334 Edm = 0.163495 NCalls = 471 -VariableMetric: Iteration # 145 - FCN = 297169.2180536 Edm = 0.05684 NCalls = 473 -VariableMetric: Iteration # 146 - FCN = 297169.1905253 Edm = 0.00232372 NCalls = 475 -VariableMetric: Iteration # 147 - FCN = 297169.1881247 Edm = 0.000131061 NCalls = 477 -VariableMetric: Iteration # 148 - FCN = 297169.1879781 Edm = 4.30238e-05 NCalls = 479 -VariableMetric: After Hessian - FCN = 297169.1879781 Edm = 1.52753 NCalls = 960 -VariableMetric: Iteration # 149 - FCN = 297169.1879781 Edm = 1.52753 NCalls = 960 -VariableMetric: Iteration # 150 - FCN = 297167.8500811 Edm = 2.19524 NCalls = 962 -VariableMetric: Iteration # 151 - FCN = 297167.6707368 Edm = 0.245124 NCalls = 965 -VariableMetric: Iteration # 152 - FCN = 297167.3474829 Edm = 0.0292881 NCalls = 970 -VariableMetric: Iteration # 153 - FCN = 297167.3219414 Edm = 0.00480046 NCalls = 972 -VariableMetric: Iteration # 154 - FCN = 297167.3151913 Edm = 0.00163637 NCalls = 974 -VariableMetric: Iteration # 155 - FCN = 297167.3132534 Edm = 0.00299825 NCalls = 976 -VariableMetric: Iteration # 156 - FCN = 297167.3101227 Edm = 0.00167246 NCalls = 978 -VariableMetric: Iteration # 157 - FCN = 297167.3067454 Edm = 0.00264582 NCalls = 981 -VariableMetric: Iteration # 158 - FCN = 297167.3041928 Edm = 0.00105241 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297167.302726 Edm = 0.000688483 NCalls = 986 -VariableMetric: Iteration # 160 - FCN = 297167.3011852 Edm = 0.000445039 NCalls = 990 -VariableMetric: Iteration # 161 - FCN = 297167.3005662 Edm = 0.000531306 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297167.3002649 Edm = 0.000146899 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297167.3000307 Edm = 4.32936e-05 NCalls = 998 -VariableMetric: After Hessian - FCN = 297167.3000307 Edm = 0.000152117 NCalls = 1489 -VariableMetric: Iteration # 164 - FCN = 297167.3000307 Edm = 0.000152117 NCalls = 1489 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309227.7082361 Edm = 21.9809 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309227.7082361 Edm = 21.9809 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299824.4404752 Edm = 213.147 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299686.4968906 Edm = 90.7738 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299664.8214672 Edm = 4.33489 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 299237.0266558 Edm = 30.4521 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299119.8763708 Edm = 4.04169 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299088.2507115 Edm = 27.498 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298485.3684174 Edm = 477.088 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298286.2505055 Edm = 106.882 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298233.915218 Edm = 1.39529 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298232.6491078 Edm = 0.0761448 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298231.8014359 Edm = 0.728715 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297856.5280561 Edm = 108.006 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297711.6544107 Edm = 4.69027 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297700.5947303 Edm = 1.30844 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297699.3528447 Edm = 0.154634 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297699.1076172 Edm = 0.0636546 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297697.9665214 Edm = 1.13388 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297608.4567287 Edm = 7.09025 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297542.8601832 Edm = 3.20323 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297536.3716607 Edm = 0.472715 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297535.9122967 Edm = 0.015227 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297535.8965302 Edm = 0.00372959 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297535.8121967 Edm = 0.0836796 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297530.6754552 Edm = 0.327031 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297493.3978696 Edm = 12.0847 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297475.4503281 Edm = 2.22959 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297472.2139886 Edm = 0.131334 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297472.0136118 Edm = 0.00577193 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297472.0059195 Edm = 0.00236292 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297471.976543 Edm = 0.0269431 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297463.3932522 Edm = 5.92287 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297452.8056165 Edm = 3.853 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297447.9481024 Edm = 0.77868 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297446.0270928 Edm = 1.59727 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297444.9589147 Edm = 0.331099 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297444.354394 Edm = 0.0255468 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297444.326161 Edm = 0.0014681 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297444.3242978 Edm = 0.000385697 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297444.3205987 Edm = 0.00278327 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297444.258209 Edm = 0.056419 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297442.0914047 Edm = 1.22521 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297437.6888804 Edm = 0.235512 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297437.3686123 Edm = 0.0433746 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297437.3231846 Edm = 0.0328011 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297437.252121 Edm = 0.0308604 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297437.1728238 Edm = 0.0732992 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297437.0834315 Edm = 0.119035 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297437.0216048 Edm = 0.0318031 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297436.9934542 Edm = 0.0423562 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297436.9553609 Edm = 0.0171099 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297436.9300394 Edm = 0.00553239 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297436.9224668 Edm = 0.00105276 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297436.9197304 Edm = 0.00170738 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297436.9115071 Edm = 0.00973268 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297436.8765449 Edm = 0.0316863 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297436.0514086 Edm = 1.03683 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297435.5424653 Edm = 2.01002 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297435.3031993 Edm = 0.24204 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297422.5003873 Edm = 4.07757 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297417.264438 Edm = 5.9188 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297412.8623777 Edm = 2.6653 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297408.2749924 Edm = 1.12922 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297405.336569 Edm = 1.00801 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297403.7553679 Edm = 0.700793 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297402.9755826 Edm = 0.269825 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297402.831383 Edm = 0.0233125 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297402.8002263 Edm = 0.00296369 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297402.7944515 Edm = 0.00259462 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297402.7244785 Edm = 0.06347 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297400.8298303 Edm = 1.71243 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297382.6553998 Edm = 9.92811 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297377.3691716 Edm = 1.36742 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297376.0333656 Edm = 0.443264 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297375.75435 Edm = 0.0576236 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297375.6710338 Edm = 0.0129504 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297375.6492218 Edm = 0.00119262 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297375.6466253 Edm = 0.00106725 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297375.6330936 Edm = 0.00676275 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297375.4988743 Edm = 0.0943066 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297373.647336 Edm = 1.13059 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297370.3847546 Edm = 0.739646 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297369.6160594 Edm = 0.406538 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297369.2165165 Edm = 0.202822 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297368.7551069 Edm = 0.0720388 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297368.6608904 Edm = 0.0170217 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297368.6488618 Edm = 0.00633414 NCalls = 271 -VariableMetric: Iteration # 87 - FCN = 297368.64321 Edm = 0.000752514 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297368.6424091 Edm = 0.000117081 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297368.6417884 Edm = 0.000570159 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297368.6221052 Edm = 0.0219736 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297368.6092372 Edm = 0.0117772 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297366.7140613 Edm = 5.88904 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297366.5275234 Edm = 0.0311802 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297366.445478 Edm = 0.0511297 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297365.4711561 Edm = 0.593745 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297364.2432255 Edm = 1.79681 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297362.9251576 Edm = 0.997182 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297362.5026431 Edm = 0.844397 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297361.4775969 Edm = 1.19289 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297360.388953 Edm = 0.460165 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297359.8308797 Edm = 0.487234 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297359.2996773 Edm = 0.368333 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297358.8192454 Edm = 0.156956 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297358.6138581 Edm = 0.159928 NCalls = 330 -VariableMetric: Iteration # 105 - FCN = 297358.5646665 Edm = 0.0110931 NCalls = 332 -VariableMetric: Iteration # 106 - FCN = 297358.548853 Edm = 0.00275718 NCalls = 334 -VariableMetric: Iteration # 107 - FCN = 297358.5448352 Edm = 0.00140578 NCalls = 336 -VariableMetric: Iteration # 108 - FCN = 297358.5414897 Edm = 0.00134264 NCalls = 338 -VariableMetric: Iteration # 109 - FCN = 297358.5366752 Edm = 0.00302351 NCalls = 340 -VariableMetric: Iteration # 110 - FCN = 297358.4701602 Edm = 0.0681462 NCalls = 344 -VariableMetric: Iteration # 111 - FCN = 297357.6585713 Edm = 0.570298 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297353.8373193 Edm = 1.85654 NCalls = 353 -VariableMetric: Iteration # 113 - FCN = 297352.366554 Edm = 0.585685 NCalls = 355 -VariableMetric: Iteration # 114 - FCN = 297351.799307 Edm = 0.445265 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297351.5194122 Edm = 0.0870225 NCalls = 359 -VariableMetric: Iteration # 116 - FCN = 297351.4631695 Edm = 0.00604114 NCalls = 360 -VariableMetric: Iteration # 117 - FCN = 297351.4579847 Edm = 0.000283445 NCalls = 361 -VariableMetric: Iteration # 118 - FCN = 297351.4577374 Edm = 7.87661e-05 NCalls = 362 -VariableMetric: After Hessian - FCN = 297351.4577374 Edm = 2938.17 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297351.4577374 Edm = 2938.17 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297346.447779 Edm = 51.6439 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297344.4468438 Edm = 0.741885 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297343.2221274 Edm = 0.111176 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297343.1173491 Edm = 0.0995332 NCalls = 846 -VariableMetric: Iteration # 124 - FCN = 297343.0376766 Edm = 0.0306755 NCalls = 848 -VariableMetric: Iteration # 125 - FCN = 297342.975408 Edm = 0.0288668 NCalls = 850 -VariableMetric: Iteration # 126 - FCN = 297342.8870196 Edm = 0.0676296 NCalls = 853 -VariableMetric: Iteration # 127 - FCN = 297342.6309834 Edm = 0.0672201 NCalls = 856 -VariableMetric: Iteration # 128 - FCN = 297342.4520492 Edm = 0.0335018 NCalls = 858 -VariableMetric: Iteration # 129 - FCN = 297342.3450295 Edm = 0.0322457 NCalls = 860 -VariableMetric: Iteration # 130 - FCN = 297342.2232087 Edm = 0.0281986 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297342.1790821 Edm = 0.00688687 NCalls = 865 -VariableMetric: Iteration # 132 - FCN = 297342.172584 Edm = 0.00371869 NCalls = 866 -VariableMetric: Iteration # 133 - FCN = 297342.1698224 Edm = 0.00195171 NCalls = 868 -VariableMetric: Iteration # 134 - FCN = 297342.1672064 Edm = 0.000956843 NCalls = 870 -VariableMetric: Iteration # 135 - FCN = 297342.1645966 Edm = 0.000885161 NCalls = 873 -VariableMetric: Iteration # 136 - FCN = 297342.1602545 Edm = 0.00392229 NCalls = 875 -VariableMetric: Iteration # 137 - FCN = 297342.1453347 Edm = 0.00848842 NCalls = 880 -VariableMetric: Iteration # 138 - FCN = 297342.1314565 Edm = 0.0106885 NCalls = 882 -VariableMetric: Iteration # 139 - FCN = 297342.129774 Edm = 0.00442235 NCalls = 884 -VariableMetric: Iteration # 140 - FCN = 297342.1241605 Edm = 0.00134017 NCalls = 886 -VariableMetric: Iteration # 141 - FCN = 297342.1218446 Edm = 0.000273699 NCalls = 888 -VariableMetric: Iteration # 142 - FCN = 297342.1214721 Edm = 6.84945e-05 NCalls = 890 -VariableMetric: Iteration # 143 - FCN = 297342.1213895 Edm = 9.01599e-06 NCalls = 892 -VariableMetric: After Hessian - FCN = 297342.1213895 Edm = 4.8936e-05 NCalls = 1385 -VariableMetric: Iteration # 144 - FCN = 297342.1213895 Edm = 4.8936e-05 NCalls = 1385 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 298733.1768626 Edm = 7.79252 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 298733.1768626 Edm = 7.79252 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297829.8461845 Edm = 2.63658 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 297824.1358749 Edm = 5.47295 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297743.9571191 Edm = 2.25214 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297739.122827 Edm = 1.26739 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297736.3428466 Edm = 3.05528 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297611.8170078 Edm = 55.3286 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297520.8027248 Edm = 26.3766 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297507.048642 Edm = 0.768164 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297505.9020234 Edm = 0.0751042 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297505.6184786 Edm = 0.0737766 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297504.9714339 Edm = 0.484178 NCalls = 37 -VariableMetric: Iteration # 12 - FCN = 297488.0320539 Edm = 8.46902 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297471.8204188 Edm = 0.555527 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297471.2582498 Edm = 0.0364289 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297471.1896422 Edm = 0.0386047 NCalls = 48 -VariableMetric: Iteration # 16 - FCN = 297462.1154809 Edm = 12.5375 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297460.8185717 Edm = 1.36751 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297460.6083502 Edm = 0.154963 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297391.5350011 Edm = 28.8344 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297357.5010049 Edm = 5.15342 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297348.8938668 Edm = 0.245075 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297348.6270919 Edm = 0.0197257 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297348.5594062 Edm = 0.0407356 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297348.4306777 Edm = 0.0556085 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297347.4628893 Edm = 0.8511 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297281.6634914 Edm = 16.3935 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297260.5333392 Edm = 1.29584 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297258.9011908 Edm = 0.393889 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297258.2799723 Edm = 0.0386954 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297258.2245047 Edm = 0.006099 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297258.2161738 Edm = 0.00605548 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297258.177518 Edm = 0.0203925 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297258.1426062 Edm = 0.0149033 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297258.1280437 Edm = 0.00424124 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297258.1175636 Edm = 0.0107917 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297258.0975491 Edm = 0.0129639 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297258.0136838 Edm = 0.0853879 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297257.6171303 Edm = 0.396532 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297257.1202129 Edm = 0.552136 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297256.8956568 Edm = 0.218519 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297255.9383356 Edm = 0.824908 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297255.9097103 Edm = 0.0612484 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297255.7214731 Edm = 0.160299 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297255.1966254 Edm = 0.326361 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297254.490692 Edm = 0.761126 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297252.4438016 Edm = 2.53992 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297248.0632108 Edm = 5.70613 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297246.2732798 Edm = 1.59581 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297242.8429767 Edm = 3.31154 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297240.3408135 Edm = 0.290938 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297239.768657 Edm = 0.520883 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297238.4093304 Edm = 0.293519 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297237.8174237 Edm = 0.187601 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297237.7548679 Edm = 0.041434 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297237.7078808 Edm = 0.00460766 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297237.6873278 Edm = 0.0163138 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297237.3373935 Edm = 0.328502 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297235.2556142 Edm = 1.27897 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297234.2941929 Edm = 0.826528 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297233.8442159 Edm = 0.0476534 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297233.8016706 Edm = 0.00772473 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297233.7952152 Edm = 0.000620289 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297233.7934849 Edm = 0.000828273 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297233.7571134 Edm = 0.0453842 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297233.7425555 Edm = 0.0138918 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297233.305856 Edm = 0.319973 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297230.253785 Edm = 0.447958 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297229.6523297 Edm = 0.0784783 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297229.5746627 Edm = 0.00551087 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297229.5700674 Edm = 0.00038571 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297229.5695581 Edm = 0.000228227 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297229.5587342 Edm = 0.0105144 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297229.3840685 Edm = 0.150527 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297228.1296842 Edm = 0.134468 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297227.9813274 Edm = 0.00258014 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297227.9790243 Edm = 0.000264194 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297227.9786757 Edm = 0.000132526 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297227.9754842 Edm = 0.0029568 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297227.73146 Edm = 0.18379 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297226.8510118 Edm = 0.0942859 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297226.7725134 Edm = 0.00530576 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297226.7677619 Edm = 0.000248263 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297226.7674389 Edm = 4.02188e-05 NCalls = 268 -VariableMetric: After Hessian - FCN = 297226.7674389 Edm = 108.743 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297226.7674389 Edm = 108.743 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297226.2790728 Edm = 6.05341 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297224.3346046 Edm = 1.82896 NCalls = 756 -VariableMetric: Iteration # 87 - FCN = 297223.7469676 Edm = 10.4793 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297222.9340319 Edm = 2.00387 NCalls = 763 -VariableMetric: Iteration # 89 - FCN = 297221.6740673 Edm = 4.78873 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297220.8784265 Edm = 3.99819 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297218.5730941 Edm = 3.73869 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297211.1218582 Edm = 4.46151 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297204.0123154 Edm = 1.41933 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297200.113184 Edm = 1.22633 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297199.3234252 Edm = 0.564571 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297198.0573276 Edm = 0.422684 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297197.1816902 Edm = 0.231335 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297196.6057316 Edm = 0.0993281 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297196.1349409 Edm = 0.164238 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297195.8823472 Edm = 0.0572524 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297195.6766947 Edm = 0.0797284 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297195.3908849 Edm = 0.119704 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297195.1725058 Edm = 0.0364255 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297195.1229205 Edm = 0.0110695 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297195.0671299 Edm = 0.0108688 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297195.0488937 Edm = 0.00447354 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297195.02846 Edm = 0.00431635 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297195.0206946 Edm = 0.00355739 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297195.0053234 Edm = 0.00437102 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297194.9965859 Edm = 0.00221724 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297194.9834645 Edm = 0.0064032 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297194.9660203 Edm = 0.00314562 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297194.9541736 Edm = 0.00296993 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297194.9481014 Edm = 0.00193227 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297194.9297006 Edm = 0.00511194 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297194.9162559 Edm = 0.00522344 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297194.8510327 Edm = 0.0144148 NCalls = 838 -VariableMetric: Iteration # 118 - FCN = 297194.8206083 Edm = 0.00821854 NCalls = 840 -VariableMetric: Iteration # 119 - FCN = 297194.7768908 Edm = 0.0124844 NCalls = 843 -VariableMetric: Iteration # 120 - FCN = 297194.7484403 Edm = 0.00568917 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297194.7178297 Edm = 0.00720832 NCalls = 848 -VariableMetric: Iteration # 122 - FCN = 297194.7066109 Edm = 0.000637679 NCalls = 850 -VariableMetric: Iteration # 123 - FCN = 297194.7037733 Edm = 0.00158348 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297194.6972198 Edm = 0.000691345 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297194.6958477 Edm = 0.000365398 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297194.6947376 Edm = 0.000107146 NCalls = 858 -VariableMetric: Iteration # 127 - FCN = 297194.6944767 Edm = 8.20127e-05 NCalls = 860 -VariableMetric: Iteration # 128 - FCN = 297194.6942317 Edm = 3.27392e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297194.6942317 Edm = 0.000293972 NCalls = 1349 -VariableMetric: Iteration # 129 - FCN = 297194.6942317 Edm = 0.000293972 NCalls = 1349 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1250 (1250 total) | -| EDM = 6.3E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297273.5189254426 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.875 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.07 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 3 | omega_p | 0.5 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.78 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 8 | p4040_p | 3.99 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.678 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -0.39 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 18.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.27 | 0.09 | | | -2 | 2 | | -| 21| p3770_p | 3.78 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.59 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.2 | 1.1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.075 -0.022 -0.012 0.210 -0.029 0.005 0.033 -0.214 0.030 -0.457 0.034 -0.014 0.034 -0.017 -0.001 -0.090 -0.086 -0.009 0.007 -0.032 0.003 -0.125 -0.009 | -| p4415_p | -0.075 1.000 0.005 0.035 0.034 -0.096 -0.159 0.088 0.142 0.025 -0.010 -0.147 0.045 0.014 -0.026 0.009 -0.141 -0.033 -0.008 0.035 -0.237 0.016 0.282 0.090 | -| bplus_0 | -0.022 0.005 1.000 0.274 0.082 -0.053 -0.018 -0.919 -0.017 -0.001 -0.010 -0.029 0.373 0.001 0.034 -0.035 -0.108 -0.002 0.152 -0.208 -0.253 0.023 0.007 0.438 | -| omega_p | -0.012 0.035 0.274 1.000 0.069 -0.021 0.023 -0.239 0.000 -0.002 0.001 -0.012 0.931 0.001 -0.095 -0.050 -0.076 0.035 0.104 0.058 -0.199 -0.021 -0.008 0.445 | -| Ctt | 0.210 0.034 0.082 0.069 1.000 -0.341 0.360 0.044 -0.247 -0.011 -0.145 0.191 0.087 -0.002 0.199 0.012 -0.052 0.224 -0.017 0.068 -0.669 -0.243 -0.383 0.174 | -| Dbar_p | -0.029 -0.096 -0.053 -0.021 -0.341 1.000 -0.091 -0.088 -0.081 -0.002 -0.049 0.045 -0.030 0.032 0.231 0.011 -0.175 -0.098 -0.021 0.052 0.066 0.330 0.024 -0.015 | -| p4040_s | 0.005 -0.159 -0.018 0.023 0.360 -0.091 1.000 0.022 -0.206 -0.004 0.094 0.196 0.027 -0.005 -0.014 0.012 -0.158 -0.065 -0.015 0.050 -0.142 -0.165 -0.511 0.068 | -| bplus_1 | 0.033 0.088 -0.919 -0.239 0.044 -0.088 0.022 1.000 0.041 -0.014 -0.038 -0.067 -0.326 -0.006 -0.008 0.025 -0.169 0.010 -0.138 0.161 0.033 -0.110 0.024 -0.389 | -| p4040_p | -0.214 0.142 -0.017 0.000 -0.247 -0.081 -0.206 0.041 1.000 0.037 -0.043 -0.006 0.002 0.026 -0.101 0.001 0.019 0.327 -0.004 0.003 0.013 0.143 0.121 0.009 | -| DDstar_s | 0.030 0.025 -0.001 -0.002 -0.011 -0.002 -0.004 -0.014 0.037 1.000 0.039 -0.004 -0.003 -0.002 0.073 0.001 0.055 0.005 -0.000 0.002 0.014 0.039 0.057 -0.004 | -| p3770_s | -0.457 -0.010 -0.010 0.001 -0.145 -0.049 0.094 -0.038 -0.043 0.039 1.000 0.012 0.002 0.036 -0.071 0.004 0.095 0.005 -0.011 0.021 0.059 -0.209 -0.014 0.021 | -| p4415_s | 0.034 -0.147 -0.029 -0.012 0.191 0.045 0.196 -0.067 -0.006 -0.004 0.012 1.000 -0.018 -0.001 -0.005 0.004 -0.020 0.320 -0.011 0.025 0.085 -0.067 -0.156 -0.013 | -| omega_s | -0.014 0.045 0.373 0.931 0.087 -0.030 0.027 -0.326 0.002 -0.003 0.002 -0.018 1.000 0.001 -0.108 -0.047 -0.101 0.043 0.134 -0.023 -0.254 -0.025 -0.008 0.612 | -| Dbar_s | 0.034 0.014 0.001 0.001 -0.002 0.032 -0.005 -0.006 0.026 -0.002 0.036 -0.001 0.001 1.000 0.060 0.001 0.005 0.001 0.000 0.001 0.002 0.045 0.034 0.002 | -| jpsi_p | -0.017 -0.026 0.034 -0.095 0.199 0.231 -0.014 -0.008 -0.101 0.073 -0.071 -0.005 -0.108 0.060 1.000 -0.036 -0.010 -0.040 -0.017 -0.074 -0.102 0.045 -0.041 -0.151 | -| phi_p | -0.001 0.009 -0.035 -0.050 0.012 0.011 0.012 0.025 0.001 0.001 0.004 0.004 -0.047 0.001 -0.036 1.000 0.004 0.014 0.597 0.105 -0.039 -0.005 -0.006 0.084 | -| DDstar_p | -0.090 -0.141 -0.108 -0.076 -0.052 -0.175 -0.158 -0.169 0.019 0.055 0.095 -0.020 -0.101 0.005 -0.010 0.004 1.000 -0.079 -0.030 0.051 0.278 0.172 0.083 -0.120 | -| p4160_s | -0.086 -0.033 -0.002 0.035 0.224 -0.098 -0.065 0.010 0.327 0.005 0.005 0.320 0.043 0.001 -0.040 0.014 -0.079 1.000 -0.016 0.062 -0.197 -0.039 -0.086 0.100 | -| phi_s | -0.009 -0.008 0.152 0.104 -0.017 -0.021 -0.015 -0.138 -0.004 -0.000 -0.011 -0.011 0.134 0.000 -0.017 0.597 -0.030 -0.016 1.000 0.065 0.003 -0.004 0.004 0.207 | -| rho_s | 0.007 0.035 -0.208 0.058 0.068 0.052 0.050 0.161 0.003 0.002 0.021 0.025 -0.023 0.001 -0.074 0.105 0.051 0.062 0.065 1.000 -0.147 -0.008 -0.024 0.261 | -| bplus_2 | -0.032 -0.237 -0.253 -0.199 -0.669 0.066 -0.142 0.033 0.013 0.014 0.059 0.085 -0.254 0.002 -0.102 -0.039 0.278 -0.197 0.003 -0.147 1.000 0.087 0.046 -0.458 | -| p3770_p | 0.003 0.016 0.023 -0.021 -0.243 0.330 -0.165 -0.110 0.143 0.039 -0.209 -0.067 -0.025 0.045 0.045 -0.005 0.172 -0.039 -0.004 -0.008 0.087 1.000 0.188 -0.033 | -| p4160_p | -0.125 0.282 0.007 -0.008 -0.383 0.024 -0.511 0.024 0.121 0.057 -0.014 -0.156 -0.008 0.034 -0.041 -0.006 0.083 -0.086 0.004 -0.024 0.046 0.188 1.000 -0.018 | -| rho_p | -0.009 0.090 0.438 0.445 0.174 -0.015 0.068 -0.389 0.009 -0.004 0.021 -0.013 0.612 0.002 -0.151 0.084 -0.120 0.100 0.207 0.261 -0.458 -0.033 -0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031102411487797355}), (, {'error': 0.18179887897234082}), (, {'error': 0.0316530797661807}), (, {'error': 0.7345313334921184}), (, {'error': 0.21111628983051622}), (, {'error': 0.34226085597661315}), (, {'error': 0.1738620659263579}), (, {'error': 0.059094308817492225}), (, {'error': 0.18744440596367173}), (, {'error': 0.032213273202220005}), (, {'error': 0.2281424816260671}), (, {'error': 0.20024818934381855}), (, {'error': 4.074274048965226}), (, {'error': 0.024153005672691075}), (, {'error': 0.024485123400868503}), (, {'error': 0.20420086166616747}), (, {'error': 0.3398965303409671}), (, {'error': 0.1685722536054881}), (, {'error': 1.0780777911191226}), (, {'error': 0.379701248748103}), (, {'error': 0.0907954775448716}), (, {'error': 0.10262404957267712}), (, {'error': 0.09970526652855671}), (, {'error': 1.0603976049402037})]) -Toy 1/25 -Time taken: 8 min, 4 s -Projected time left: 3 h, 13 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1433 (1433 total) | -| EDM = 0.00272 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297317.07342816767 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.800 | 0.026 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.37 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.478 | 0.006 | | | -2 | 2 | | -| 3 | omega_p | 0.04 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.23 | 0.19 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -2.2 | 4.6 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.19 | 0.12 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.963 | 0.013 | | | -2 | 2 | | -| 8 | p4040_p | -2.99 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.20 | 0.20 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.40 | 0.14 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.06 | 0.48 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -4.672 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.23 | 0.25 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.31 | 0.13 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 17.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.54 | 0.28 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.13 | 0.05 | | | -2 | 2 | | -| 21| p3770_p | 3.00 | 0.17 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.47 | 0.07 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 0.13 | 0.48 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.063 0.127 -0.001 -0.049 0.142 -0.016 0.129 -0.113 -0.159 -0.214 0.006 -0.010 -0.168 0.185 0.002 0.005 -0.100 -0.003 0.022 0.080 0.124 0.007 -0.012 | -| p4415_p | -0.063 1.000 -0.227 0.003 0.272 -0.343 -0.073 -0.237 0.197 0.324 0.146 -0.122 0.017 0.332 -0.133 -0.007 0.354 -0.005 -0.005 -0.035 -0.158 -0.234 0.202 0.034 | -| bplus_0 | 0.127 -0.227 1.000 -0.001 -0.578 0.676 -0.055 0.349 -0.172 -0.561 -0.222 0.121 -0.054 -0.671 0.400 0.022 -0.403 -0.206 -0.007 0.155 0.368 0.587 0.032 -0.060 | -| omega_p | -0.001 0.003 -0.001 1.000 0.002 -0.004 0.003 0.002 0.002 0.001 0.003 0.000 0.474 0.003 -0.003 0.022 0.002 0.004 0.031 -0.002 0.015 -0.005 -0.001 -0.065 | -| Ctt | -0.049 0.272 -0.578 0.002 1.000 -0.869 0.195 -0.593 0.209 0.839 0.314 -0.015 0.041 0.862 -0.538 -0.021 0.580 0.370 0.001 -0.102 -0.434 -0.718 -0.086 0.048 | -| Dbar_p | 0.142 -0.343 0.676 -0.004 -0.869 1.000 -0.122 0.694 -0.315 -0.951 -0.397 0.113 -0.053 -0.983 0.520 0.024 -0.642 -0.350 -0.001 0.123 0.672 0.808 -0.010 -0.063 | -| p4040_s | -0.016 -0.073 -0.055 0.003 0.195 -0.122 1.000 -0.060 -0.072 0.074 0.137 0.044 0.006 0.124 -0.040 -0.001 0.103 -0.019 -0.005 -0.008 -0.093 -0.105 -0.311 0.020 | -| bplus_1 | 0.129 -0.237 0.349 0.002 -0.593 0.694 -0.060 1.000 -0.182 -0.575 -0.233 0.123 -0.037 -0.689 0.404 0.020 -0.410 -0.217 -0.005 0.113 0.368 0.599 0.028 -0.024 | -| p4040_p | -0.113 0.197 -0.172 0.002 0.209 -0.315 -0.072 -0.182 1.000 0.312 0.085 -0.006 0.013 0.290 -0.105 -0.007 0.347 0.318 -0.005 -0.030 -0.169 -0.175 0.098 0.024 | -| DDstar_s | -0.159 0.324 -0.561 0.001 0.839 -0.951 0.074 -0.575 0.312 1.000 0.374 -0.161 0.044 0.957 -0.530 -0.024 0.684 0.292 0.002 -0.106 -0.637 -0.754 0.056 0.045 | -| p3770_s | -0.214 0.146 -0.222 0.003 0.314 -0.397 0.137 -0.233 0.085 0.374 1.000 -0.039 0.018 0.374 -0.122 -0.008 0.335 0.152 -0.006 -0.040 -0.250 -0.408 0.009 0.034 | -| p4415_s | 0.006 -0.122 0.121 0.000 -0.015 0.113 0.044 0.123 -0.006 -0.161 -0.039 1.000 -0.007 -0.110 0.029 0.003 -0.124 0.129 -0.003 0.019 0.022 0.061 0.019 -0.005 | -| omega_s | -0.010 0.017 -0.054 0.474 0.041 -0.053 0.006 -0.037 0.013 0.044 0.018 -0.007 1.000 0.052 -0.036 -0.030 0.033 0.018 0.007 -0.182 -0.031 -0.046 -0.004 0.307 | -| Dbar_s | -0.168 0.332 -0.671 0.003 0.862 -0.983 0.124 -0.689 0.290 0.957 0.374 -0.110 0.052 1.000 -0.553 -0.025 0.673 0.352 0.000 -0.122 -0.664 -0.828 -0.016 0.062 | -| jpsi_p | 0.185 -0.133 0.400 -0.003 -0.538 0.520 -0.040 0.404 -0.105 -0.530 -0.122 0.029 -0.036 -0.553 1.000 0.005 -0.209 -0.198 -0.021 0.074 0.339 0.473 0.102 -0.023 | -| phi_p | 0.002 -0.007 0.022 0.022 -0.021 0.024 -0.001 0.020 -0.007 -0.024 -0.008 0.003 -0.030 -0.025 0.005 1.000 -0.013 -0.006 0.723 0.007 0.030 0.020 0.000 -0.026 | -| DDstar_p | 0.005 0.354 -0.403 0.002 0.580 -0.642 0.103 -0.410 0.347 0.684 0.335 -0.124 0.033 0.673 -0.209 -0.013 1.000 0.239 0.007 -0.078 -0.455 -0.478 0.231 0.027 | -| p4160_s | -0.100 -0.005 -0.206 0.004 0.370 -0.350 -0.019 -0.217 0.318 0.292 0.152 0.129 0.018 0.352 -0.198 -0.006 0.239 1.000 -0.006 -0.033 -0.216 -0.296 -0.108 0.038 | -| phi_s | -0.003 -0.005 -0.007 0.031 0.001 -0.001 -0.005 -0.005 -0.005 0.002 -0.006 -0.003 0.007 0.000 -0.021 0.723 0.007 -0.006 1.000 -0.004 -0.028 -0.001 -0.002 0.024 | -| rho_s | 0.022 -0.035 0.155 -0.002 -0.102 0.123 -0.008 0.113 -0.030 -0.106 -0.040 0.019 -0.182 -0.122 0.074 0.007 -0.078 -0.033 -0.004 1.000 0.140 0.102 0.005 0.026 | -| bplus_2 | 0.080 -0.158 0.368 0.015 -0.434 0.672 -0.093 0.368 -0.169 -0.637 -0.250 0.022 -0.031 -0.664 0.339 0.030 -0.455 -0.216 -0.028 0.140 1.000 0.562 0.049 0.065 | -| p3770_p | 0.124 -0.234 0.587 -0.005 -0.718 0.808 -0.105 0.599 -0.175 -0.754 -0.408 0.061 -0.046 -0.828 0.473 0.020 -0.478 -0.296 -0.001 0.102 0.562 1.000 0.100 -0.059 | -| p4160_p | 0.007 0.202 0.032 -0.001 -0.086 -0.010 -0.311 0.028 0.098 0.056 0.009 0.019 -0.004 -0.016 0.102 0.000 0.231 -0.108 -0.002 0.005 0.049 0.100 1.000 -0.003 | -| rho_p | -0.012 0.034 -0.060 -0.065 0.048 -0.063 0.020 -0.024 0.024 0.045 0.034 -0.005 0.307 0.062 -0.023 -0.026 0.027 0.038 0.024 0.026 0.065 -0.059 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.026003633665612647}), (, {'error': 0.13125775566600173}), (, {'error': 0.006473705564744803}), (, {'error': 0.22888080349597262}), (, {'error': 0.192186312094638}), (, {'error': 4.646661940547973}), (, {'error': 0.12386192099098225}), (, {'error': 0.013184436060175497}), (, {'error': 0.12592895532119153}), (, {'error': 0.564136464634476}), (, {'error': 0.2001826024840616}), (, {'error': 0.14217480992833276}), (, {'error': 0.8506114052122609}), (, {'error': 0.47613224734056814}), (, {'error': 0.02422078040771547}), (, {'error': 0.2500028773428564}), (, {'error': 0.3594972534624965}), (, {'error': 0.1289295403345334}), (, {'error': 0.9652485852816799}), (, {'error': 0.28120099129369414}), (, {'error': 0.054661133032191}), (, {'error': 0.17223815369514206}), (, {'error': 0.07370089374359834}), (, {'error': 0.4753409760848579})]) -Toy 2/25 -Time taken: 16 min, 44 s -Projected time left: 3 h, 12 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1418 (1418 total) | -| EDM = 0.000127 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297179.63189573714 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.10 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.506 | 0.022 | | | -2 | 2 | | -| 3 | omega_p | -6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.46 | 0.22 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.92 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 8 | p4040_p | -2.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.72 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.00 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 4.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.649 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -5.60 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 18.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.39 | 0.31 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.25 | 0.10 | | | -2 | 2 | | -| 21| p3770_p | -2.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.18 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.55 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.091 -0.009 -0.003 0.211 -0.105 -0.003 0.001 -0.213 0.033 -0.396 0.018 -0.003 0.029 -0.035 -0.004 -0.026 -0.051 -0.004 0.001 0.011 -0.009 -0.156 -0.000 | -| p4415_p | -0.091 1.000 0.007 0.005 -0.017 -0.137 -0.216 -0.132 0.166 0.032 -0.014 -0.156 0.015 0.013 -0.027 -0.021 -0.050 -0.216 -0.031 -0.028 0.213 0.026 0.285 0.049 | -| bplus_0 | -0.009 0.007 1.000 -0.081 -0.005 0.035 0.017 -0.815 0.010 0.001 0.044 0.021 -0.121 0.002 -0.042 0.015 0.032 0.033 -0.009 0.243 -0.031 0.048 0.013 0.048 | -| omega_p | -0.003 0.005 -0.081 1.000 -0.000 -0.013 0.001 0.055 0.000 0.000 -0.005 -0.005 0.739 0.000 -0.029 -0.017 -0.023 -0.002 0.031 -0.137 0.018 -0.016 -0.002 -0.205 | -| Ctt | 0.211 -0.017 -0.005 -0.000 1.000 -0.361 0.363 -0.193 -0.292 -0.007 -0.134 0.213 0.017 -0.003 0.254 -0.028 -0.085 0.292 -0.047 -0.038 0.689 -0.235 -0.370 0.112 | -| Dbar_p | -0.105 -0.137 0.035 -0.013 -0.361 1.000 -0.116 0.189 -0.105 0.010 -0.093 0.016 -0.016 0.032 0.123 -0.004 -0.148 -0.091 -0.008 0.038 -0.105 0.315 -0.049 0.033 | -| p4040_s | -0.003 -0.216 0.017 0.001 0.363 -0.116 1.000 -0.030 -0.268 0.002 0.088 0.187 0.009 -0.004 -0.020 -0.020 -0.172 0.156 -0.032 -0.014 0.141 -0.185 -0.559 0.060 | -| bplus_1 | 0.001 -0.132 -0.815 0.055 -0.193 0.189 -0.030 1.000 -0.009 0.006 0.060 0.087 0.084 0.004 0.037 -0.017 0.377 -0.014 0.006 -0.148 -0.308 0.150 -0.001 -0.015 | -| p4040_p | -0.213 0.166 0.010 0.000 -0.292 -0.105 -0.268 -0.009 1.000 0.037 -0.046 -0.020 -0.000 0.023 -0.097 -0.005 0.129 0.252 -0.006 -0.002 -0.068 0.150 0.320 -0.002 | -| DDstar_s | 0.033 0.032 0.001 0.000 -0.007 0.010 0.002 0.006 0.037 1.000 0.033 -0.002 -0.000 -0.002 0.077 0.002 0.046 0.006 0.001 0.002 -0.000 0.043 0.062 0.000 | -| p3770_s | -0.396 -0.014 0.044 -0.005 -0.134 -0.093 0.088 0.060 -0.046 0.033 1.000 0.007 -0.005 0.028 -0.036 -0.011 0.173 0.015 -0.018 0.011 -0.096 -0.246 0.003 0.026 | -| p4415_s | 0.018 -0.156 0.021 -0.005 0.213 0.016 0.187 0.087 -0.020 -0.002 0.007 1.000 -0.005 -0.000 -0.018 -0.006 -0.064 0.312 -0.010 0.013 -0.043 -0.079 -0.068 0.025 | -| omega_s | -0.003 0.015 -0.121 0.739 0.017 -0.016 0.009 0.084 -0.000 -0.000 -0.005 -0.005 1.000 -0.000 -0.049 -0.108 -0.036 0.008 -0.024 -0.433 0.063 -0.025 -0.004 0.030 | -| Dbar_s | 0.029 0.013 0.002 0.000 -0.003 0.032 -0.004 0.004 0.023 -0.002 0.028 -0.000 -0.000 1.000 0.058 0.001 -0.001 0.000 -0.000 0.001 0.002 0.051 0.034 0.002 | -| jpsi_p | -0.035 -0.027 -0.042 -0.029 0.254 0.123 -0.020 0.037 -0.097 0.077 -0.036 -0.018 -0.049 0.058 1.000 0.021 0.152 -0.027 0.032 0.046 0.122 0.042 -0.055 -0.085 | -| phi_p | -0.004 -0.021 0.015 -0.017 -0.028 -0.004 -0.020 -0.017 -0.005 0.002 -0.011 -0.006 -0.108 0.001 0.021 1.000 0.013 -0.024 0.709 0.101 -0.091 0.007 -0.001 -0.246 | -| DDstar_p | -0.026 -0.050 0.032 -0.023 -0.085 -0.148 -0.172 0.377 0.129 0.046 0.173 -0.064 -0.036 -0.001 0.152 0.013 1.000 -0.102 0.019 0.079 -0.300 0.308 0.216 -0.000 | -| p4160_s | -0.051 -0.216 0.033 -0.002 0.292 -0.091 0.156 -0.014 0.252 0.006 0.015 0.312 0.008 0.000 -0.027 -0.024 -0.102 1.000 -0.038 -0.009 0.150 -0.100 -0.207 0.075 | -| phi_s | -0.004 -0.031 -0.009 0.031 -0.047 -0.008 -0.032 0.006 -0.006 0.001 -0.018 -0.010 -0.024 -0.000 0.032 0.709 0.019 -0.038 1.000 0.021 -0.135 0.008 -0.001 -0.184 | -| rho_s | 0.001 -0.028 0.243 -0.137 -0.038 0.038 -0.014 -0.148 -0.002 0.002 0.011 0.013 -0.433 0.001 0.046 0.101 0.079 -0.009 0.021 1.000 -0.100 0.044 0.005 0.121 | -| bplus_2 | 0.011 0.213 -0.031 0.018 0.689 -0.105 0.141 -0.308 -0.068 -0.000 -0.096 -0.043 0.063 0.002 0.122 -0.091 -0.300 0.150 -0.135 -0.100 1.000 -0.132 -0.076 0.268 | -| p3770_p | -0.009 0.026 0.048 -0.016 -0.235 0.315 -0.185 0.150 0.150 0.043 -0.246 -0.079 -0.025 0.051 0.042 0.007 0.308 -0.100 0.008 0.044 -0.132 1.000 0.208 -0.005 | -| p4160_p | -0.156 0.285 0.013 -0.002 -0.370 -0.049 -0.559 -0.001 0.320 0.062 0.003 -0.068 -0.004 0.034 -0.055 -0.001 0.216 -0.207 -0.001 0.005 -0.076 0.208 1.000 -0.010 | -| rho_p | -0.000 0.049 0.048 -0.205 0.112 0.033 0.060 -0.015 -0.002 0.000 0.026 0.025 0.030 0.002 -0.085 -0.246 -0.000 0.075 -0.184 0.121 0.268 -0.005 -0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03175650893463544}), (, {'error': 0.2110333601408978}), (, {'error': 0.0220711161514644}), (, {'error': 1.0792308728876323}), (, {'error': 0.2246997883591481}), (, {'error': 0.33823442348131216}), (, {'error': 0.17527029186687465}), (, {'error': 0.0470706907943762}), (, {'error': 0.2052383976328671}), (, {'error': 0.027239291285324152}), (, {'error': 0.2213322786491423}), (, {'error': 0.19188228396735924}), (, {'error': 1.3379549370373156}), (, {'error': 0.019771887742424915}), (, {'error': 0.026072829740416026}), (, {'error': 0.23191512321112384}), (, {'error': 0.3554336476718385}), (, {'error': 0.16887163717662745}), (, {'error': 1.1433160690000737}), (, {'error': 0.3113674043365029}), (, {'error': 0.09722983724664325}), (, {'error': 0.09085062967084268}), (, {'error': 0.09902648535570924}), (, {'error': 0.2853094445865252})]) -Toy 3/25 -Time taken: 25 min, 17 s -Projected time left: 3 h, 5 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1474 (1474 total) | -| EDM = 6.33E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297510.7189554841 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 2.123 | 0.026 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.30 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.395 | 0.032 | | | -2 | 2 | | -| 3 | omega_p | 1.09 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.46 | 0.17 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 2.27 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.71 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 8 | p4040_p | -2.22 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 10| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.06 | 0.20 | | |0.126447 | 2.35355 | | -| 12| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.615 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.71 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 1.65 | 0.24 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 1.94 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 21.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.25 | 0.07 | | | -2 | 2 | | -| 21| p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.84 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.094 -0.051 0.018 0.073 0.087 0.012 0.018 -0.230 0.019 0.004 0.031 0.002 0.019 -0.058 -0.008 -0.048 -0.102 -0.021 0.031 0.057 0.007 -0.113 -0.003 | -| p4415_p | -0.094 1.000 -0.083 0.029 0.027 -0.045 -0.169 0.130 0.136 0.009 0.001 -0.128 0.006 0.005 -0.008 -0.004 -0.111 -0.071 -0.046 0.040 -0.223 -0.000 0.280 0.002 | -| bplus_0 | -0.051 -0.083 1.000 -0.320 -0.055 -0.009 -0.070 -0.954 -0.048 0.003 0.002 -0.001 0.048 0.002 0.134 0.043 -0.015 -0.073 0.205 -0.481 0.001 0.000 -0.002 0.057 | -| omega_p | 0.018 0.029 -0.320 1.000 0.041 0.022 0.033 0.292 0.012 -0.000 -0.000 0.011 -0.424 -0.001 -0.045 0.011 0.039 0.035 -0.069 0.695 -0.031 0.000 -0.007 -0.069 | -| Ctt | 0.073 0.027 -0.055 0.041 1.000 -0.202 0.352 0.134 -0.248 0.000 -0.001 0.179 0.010 0.009 0.240 0.003 -0.105 0.212 -0.063 0.051 -0.667 0.008 -0.338 0.004 | -| Dbar_p | 0.087 -0.045 -0.009 0.022 -0.202 1.000 -0.058 -0.084 -0.042 0.003 0.004 0.032 -0.001 0.008 0.262 0.002 -0.036 -0.062 -0.016 0.031 0.060 -0.004 0.047 -0.002 | -| p4040_s | 0.012 -0.169 -0.070 0.033 0.352 -0.058 1.000 0.043 -0.201 0.000 -0.003 0.194 0.002 -0.001 -0.016 -0.004 -0.125 -0.020 -0.039 0.047 -0.083 0.001 -0.510 -0.001 | -| bplus_1 | 0.018 0.130 -0.954 0.292 0.134 -0.084 0.043 1.000 0.064 -0.004 -0.002 -0.089 -0.044 -0.001 -0.102 -0.037 -0.188 0.052 -0.190 0.436 -0.177 0.001 0.040 -0.053 | -| p4040_p | -0.230 0.136 -0.048 0.012 -0.248 -0.042 -0.201 0.064 1.000 0.009 0.002 0.018 0.003 0.007 -0.075 -0.004 0.001 0.363 -0.022 0.017 -0.028 -0.002 0.116 0.000 | -| DDstar_s | 0.019 0.009 0.003 -0.000 0.000 0.003 0.000 -0.004 0.009 1.000 0.000 -0.001 -0.000 -0.000 0.027 0.001 0.015 0.002 0.001 -0.001 -0.000 -0.000 0.016 0.000 | -| p3770_s | 0.004 0.001 0.002 -0.000 -0.001 0.004 -0.003 -0.002 0.002 0.000 1.000 -0.001 0.000 0.000 0.001 0.000 0.003 -0.000 0.000 -0.001 0.000 -0.001 0.003 0.000 | -| p4415_s | 0.031 -0.128 -0.001 0.011 0.179 0.032 0.194 -0.089 0.018 -0.001 -0.001 1.000 -0.002 -0.001 -0.022 -0.002 0.000 0.322 -0.004 0.018 0.144 0.001 -0.110 -0.002 | -| omega_s | 0.002 0.006 0.048 -0.424 0.010 -0.001 0.002 -0.044 0.003 -0.000 0.000 -0.002 1.000 0.000 0.005 0.019 -0.007 0.005 -0.006 -0.083 -0.036 -0.000 0.003 0.005 | -| Dbar_s | 0.019 0.005 0.002 -0.001 0.009 0.008 -0.001 -0.001 0.007 -0.000 0.000 -0.001 0.000 1.000 0.016 0.000 0.004 0.001 0.001 -0.001 -0.002 -0.000 0.009 0.000 | -| jpsi_p | -0.058 -0.008 0.134 -0.045 0.240 0.262 -0.016 -0.102 -0.075 0.027 0.001 -0.022 0.005 0.016 1.000 -0.004 0.029 -0.032 0.042 -0.058 -0.157 0.001 -0.017 -0.003 | -| phi_p | -0.008 -0.004 0.043 0.011 0.003 0.002 -0.004 -0.037 -0.004 0.001 0.000 -0.002 0.019 0.000 -0.004 1.000 -0.005 -0.004 0.505 -0.019 -0.002 0.000 -0.001 -0.027 | -| DDstar_p | -0.048 -0.111 -0.015 0.039 -0.105 -0.036 -0.125 -0.188 0.001 0.015 0.003 0.000 -0.007 0.004 0.029 -0.005 1.000 -0.076 -0.013 0.062 0.231 -0.002 0.057 -0.007 | -| p4160_s | -0.102 -0.071 -0.073 0.035 0.212 -0.062 -0.020 0.052 0.363 0.002 -0.000 0.322 0.005 0.001 -0.032 -0.004 -0.076 1.000 -0.050 0.049 -0.134 0.001 -0.103 0.001 | -| phi_s | -0.021 -0.046 0.205 -0.069 -0.063 -0.016 -0.039 -0.190 -0.022 0.001 0.000 -0.004 -0.006 0.001 0.042 0.505 -0.013 -0.050 1.000 -0.143 0.119 0.000 -0.003 0.001 | -| rho_s | 0.031 0.040 -0.481 0.695 0.051 0.031 0.047 0.436 0.017 -0.001 -0.001 0.018 -0.083 -0.001 -0.058 -0.019 0.062 0.049 -0.143 1.000 -0.030 0.000 -0.009 -0.056 | -| bplus_2 | 0.057 -0.223 0.001 -0.031 -0.667 0.060 -0.083 -0.177 -0.028 -0.000 0.000 0.144 -0.036 -0.002 -0.157 -0.002 0.231 -0.134 0.119 -0.030 1.000 -0.004 -0.037 -0.025 | -| p3770_p | 0.007 -0.000 0.000 0.000 0.008 -0.004 0.001 0.001 -0.002 -0.000 -0.001 0.001 -0.000 -0.000 0.001 0.000 -0.002 0.001 0.000 0.000 -0.004 1.000 -0.003 0.000 | -| p4160_p | -0.113 0.280 -0.002 -0.007 -0.338 0.047 -0.510 0.040 0.116 0.016 0.003 -0.110 0.003 0.009 -0.017 -0.001 0.057 -0.103 -0.003 -0.009 -0.037 -0.003 1.000 0.001 | -| rho_p | -0.003 0.002 0.057 -0.069 0.004 -0.002 -0.001 -0.053 0.000 0.000 0.000 -0.002 0.005 0.000 -0.003 -0.027 -0.007 0.001 0.001 -0.056 -0.025 0.000 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.026036833884098165}), (, {'error': 0.19788695213340102}), (, {'error': 0.031559627088254216}), (, {'error': 0.24447524238574703}), (, {'error': 0.1720099514243787}), (, {'error': 0.2082765991616924}), (, {'error': 0.16980764400177745}), (, {'error': 0.05982454094724088}), (, {'error': 0.254343309341337}), (, {'error': 0.010540478767660955}), (, {'error': 0.009349547027796334}), (, {'error': 0.19804497561218587}), (, {'error': 3.8853607337530986}), (, {'error': 0.006945579819463699}), (, {'error': 0.023763697874072953}), (, {'error': 0.15076902685618698}), (, {'error': 0.23635174799727476}), (, {'error': 0.1721685012617582}), (, {'error': 1.0120199337867657}), (, {'error': 0.44819794770837307}), (, {'error': 0.07182810623259717}), (, {'error': 0.012241068584719184}), (, {'error': 0.10860882220517132}), (, {'error': 0.1001281897011399})]) -Toy 4/25 -Time taken: 34 min, 12 s -Projected time left: 2 h, 59 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1364 (1364 total) | -| EDM = 5.16E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297220.33418242924 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.47 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.47 | 0.03 | | | -2 | 2 | | -| 3 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.76 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 4.73 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.84 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.91 | 0.07 | | | -2 | 2 | | -| 8 | p4040_p | -1.74 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.52 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.25 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 5.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.621 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 6.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 16.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.21 | 0.09 | | | -2 | 2 | | -| 21| p3770_p | -2.58 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.32 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.035 0.007 -0.000 0.233 -0.105 -0.066 0.047 -0.150 0.015 -0.410 0.016 0.004 0.022 0.020 -0.002 -0.176 -0.036 -0.002 -0.010 -0.067 -0.013 -0.100 0.001 | -| p4415_p | -0.035 1.000 0.030 -0.001 -0.057 -0.097 -0.117 0.104 0.213 0.014 0.009 -0.114 0.022 0.007 0.044 0.004 -0.185 -0.201 -0.009 -0.045 -0.239 0.055 0.323 0.042 | -| bplus_0 | 0.007 0.030 1.000 -0.008 0.048 -0.060 -0.035 -0.922 0.022 -0.008 -0.003 -0.041 0.194 -0.003 0.130 -0.014 -0.130 -0.029 0.086 -0.396 -0.142 0.042 0.043 0.003 | -| omega_p | -0.000 -0.001 -0.008 1.000 -0.001 0.001 -0.000 0.007 -0.000 0.000 -0.000 0.000 -0.142 -0.000 0.001 -0.003 0.003 -0.000 -0.006 0.021 0.003 0.000 -0.001 0.032 | -| Ctt | 0.233 -0.057 0.048 -0.001 1.000 -0.331 0.248 0.065 -0.341 -0.008 -0.108 0.227 0.021 -0.008 0.302 0.006 -0.018 0.271 -0.038 -0.044 -0.665 -0.186 -0.338 0.115 | -| Dbar_p | -0.105 -0.097 -0.060 0.001 -0.331 1.000 -0.152 -0.050 -0.063 -0.005 -0.138 0.004 -0.019 0.028 0.083 0.003 -0.228 -0.067 -0.015 0.043 0.051 0.210 -0.059 0.025 | -| p4040_s | -0.066 -0.117 -0.035 -0.000 0.248 -0.152 1.000 0.070 -0.128 -0.007 0.091 0.177 0.006 -0.005 0.015 0.008 -0.200 0.269 -0.022 -0.009 -0.147 -0.089 -0.387 0.064 | -| bplus_1 | 0.047 0.104 -0.922 0.007 0.065 -0.050 0.070 1.000 0.016 -0.016 -0.008 -0.020 -0.169 -0.006 -0.006 0.009 -0.142 0.024 -0.081 0.334 -0.089 -0.084 0.048 -0.013 | -| p4040_p | -0.150 0.213 0.022 -0.000 -0.341 -0.063 -0.128 0.016 1.000 0.025 -0.080 -0.039 0.006 0.017 -0.083 -0.003 0.045 0.211 0.009 -0.015 0.054 0.168 0.387 -0.023 | -| DDstar_s | 0.015 0.014 -0.008 0.000 -0.008 -0.005 -0.007 -0.016 0.025 1.000 0.030 -0.006 -0.004 -0.001 0.048 0.000 0.047 -0.003 -0.001 0.009 0.021 0.042 0.042 -0.000 | -| p3770_s | -0.410 0.009 -0.003 -0.000 -0.108 -0.138 0.091 -0.008 -0.080 0.030 1.000 0.013 0.005 0.025 -0.064 0.002 0.013 0.032 -0.010 -0.010 0.039 -0.285 -0.016 0.022 | -| p4415_s | 0.016 -0.114 -0.041 0.000 0.227 0.004 0.177 -0.020 -0.039 -0.006 0.013 1.000 -0.008 -0.001 0.008 0.005 -0.073 0.285 -0.016 0.019 -0.005 -0.068 -0.013 0.036 | -| omega_s | 0.004 0.022 0.194 -0.142 0.021 -0.019 0.006 -0.169 0.006 -0.004 0.005 -0.008 1.000 -0.001 -0.002 -0.008 -0.053 0.005 0.052 -0.509 -0.075 -0.001 0.015 0.210 | -| Dbar_s | 0.022 0.007 -0.003 -0.000 -0.008 0.028 -0.005 -0.006 0.017 -0.001 0.025 -0.001 -0.001 1.000 0.049 0.001 0.006 -0.003 -0.001 0.002 0.004 0.049 0.026 0.002 | -| jpsi_p | 0.020 0.044 0.130 0.001 0.302 0.083 0.015 -0.006 -0.083 0.048 -0.064 0.008 -0.002 0.049 1.000 -0.030 -0.214 0.022 0.011 -0.027 -0.247 -0.057 -0.046 -0.088 | -| phi_p | -0.002 0.004 -0.014 -0.003 0.006 0.003 0.008 0.009 -0.003 0.000 0.002 0.005 -0.008 0.001 -0.030 1.000 -0.002 0.008 0.578 0.011 -0.028 -0.006 -0.003 0.102 | -| DDstar_p | -0.176 -0.185 -0.130 0.003 -0.018 -0.228 -0.200 -0.142 0.045 0.047 0.013 -0.073 -0.053 0.006 -0.214 -0.002 1.000 -0.115 -0.015 0.114 0.279 0.108 -0.077 -0.007 | -| p4160_s | -0.036 -0.201 -0.029 -0.000 0.271 -0.067 0.269 0.024 0.211 -0.003 0.032 0.285 0.005 -0.003 0.022 0.008 -0.115 1.000 -0.027 -0.004 -0.163 -0.059 -0.157 0.076 | -| phi_s | -0.002 -0.009 0.086 -0.006 -0.038 -0.015 -0.022 -0.081 0.009 -0.001 -0.010 -0.016 0.052 -0.001 0.011 0.578 -0.015 -0.027 1.000 -0.036 0.064 0.002 0.009 0.104 | -| rho_s | -0.010 -0.045 -0.396 0.021 -0.044 0.043 -0.009 0.334 -0.015 0.009 -0.010 0.019 -0.509 0.002 -0.027 0.011 0.114 -0.004 -0.036 1.000 0.131 -0.004 -0.034 0.070 | -| bplus_2 | -0.067 -0.239 -0.142 0.003 -0.665 0.051 -0.147 -0.089 0.054 0.021 0.039 -0.005 -0.075 0.004 -0.247 -0.028 0.279 -0.163 0.064 0.131 1.000 0.048 -0.018 -0.275 | -| p3770_p | -0.013 0.055 0.042 0.000 -0.186 0.210 -0.089 -0.084 0.168 0.042 -0.285 -0.068 -0.001 0.049 -0.057 -0.006 0.108 -0.059 0.002 -0.004 0.048 1.000 0.143 -0.019 | -| p4160_p | -0.100 0.323 0.043 -0.001 -0.338 -0.059 -0.387 0.048 0.387 0.042 -0.016 -0.013 0.015 0.026 -0.046 -0.003 -0.077 -0.157 0.009 -0.034 -0.018 0.143 1.000 -0.017 | -| rho_p | 0.001 0.042 0.003 0.032 0.115 0.025 0.064 -0.013 -0.023 -0.000 0.022 0.036 0.210 0.002 -0.088 0.102 -0.007 0.076 0.104 0.070 -0.275 -0.019 -0.017 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031892570866238756}), (, {'error': 0.17331377254490565}), (, {'error': 0.034028828927501586}), (, {'error': 0.16770545050759988}), (, {'error': 0.20856124210669125}), (, {'error': 0.31111993574334473}), (, {'error': 0.16649690893499192}), (, {'error': 0.06531093325112614}), (, {'error': 0.22841831994416273}), (, {'error': 0.026600513148624993}), (, {'error': 0.22520556045465412}), (, {'error': 0.18852826073178042}), (, {'error': 1.0325914486183958}), (, {'error': 0.02040372713272609}), (, {'error': 0.024359360962564303}), (, {'error': 0.21010360673862305}), (, {'error': 0.3498750735978433}), (, {'error': 0.16738936952869965}), (, {'error': 1.0480747417077385}), (, {'error': 0.3356748651041299}), (, {'error': 0.0947201799985311}), (, {'error': 0.08880873363404085}), (, {'error': 0.09404831875442721}), (, {'error': 0.44843502351065645})]) -Toy 5/25 -Time taken: 42 min, 13 s -Projected time left: 2 h, 48 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1592 (1592 total) | -| EDM = 0.00154 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297187.75484431285 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 3.81 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.443 | 0.005 | | | -2 | 2 | | -| 3 | omega_p | -0.030 | 0.181 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.05 | 0.08 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 0.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.00 | 0.20 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.898 | 0.010 | | | -2 | 2 | | -| 8 | p4040_p | 3.45 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.49 | 0.29 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.40 | 0.13 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6.5 | 0.8 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.59 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -5.66 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.39 | 0.15 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.16 | 0.23 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.22 | 0.04 | | | -2 | 2 | | -| 21| p3770_p | -3.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.26 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.35 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.787 0.637 0.021 0.066 0.839 0.740 0.635 0.746 -0.385 0.688 0.113 0.056 0.182 0.854 0.034 -0.886 0.611 0.112 -0.014 0.425 0.491 0.827 -0.030 | -| p4415_p | 0.787 1.000 0.647 0.022 -0.014 0.856 0.733 0.647 0.788 -0.392 0.745 0.084 0.057 0.164 0.854 0.035 -0.896 0.608 0.112 -0.014 0.390 0.510 0.862 -0.026 | -| bplus_0 | 0.637 0.647 1.000 0.013 -0.007 0.686 0.583 0.375 0.633 -0.400 0.593 0.018 0.052 0.039 0.681 0.028 -0.728 0.473 0.117 -0.046 0.243 0.407 0.696 -0.061 | -| omega_p | 0.021 0.022 0.013 1.000 -0.003 0.022 0.021 0.013 0.021 -0.012 0.021 0.003 0.322 0.004 0.023 0.001 -0.024 0.018 0.014 0.029 -0.004 0.012 0.023 -0.063 | -| Ctt | 0.066 -0.014 -0.007 -0.003 1.000 -0.060 0.068 -0.004 -0.065 0.035 -0.024 0.144 -0.005 -0.089 -0.048 0.004 0.015 0.069 0.003 0.004 -0.260 -0.027 -0.067 -0.018 | -| Dbar_p | 0.839 0.856 0.686 0.022 -0.060 1.000 0.814 0.685 0.811 -0.421 0.773 0.136 0.060 0.208 0.904 0.037 -0.968 0.684 0.123 -0.014 0.420 0.509 0.889 -0.037 | -| p4040_s | 0.740 0.733 0.583 0.021 0.068 0.814 1.000 0.582 0.709 -0.391 0.722 0.133 0.053 0.144 0.805 0.033 -0.844 0.558 0.104 -0.012 0.395 0.472 0.744 -0.024 | -| bplus_1 | 0.635 0.647 0.375 0.013 -0.004 0.685 0.582 1.000 0.632 -0.401 0.591 0.014 0.044 0.037 0.682 0.032 -0.727 0.473 0.108 -0.016 0.243 0.401 0.695 -0.068 | -| p4040_p | 0.746 0.788 0.633 0.021 -0.065 0.811 0.709 0.632 1.000 -0.359 0.703 0.134 0.055 0.164 0.824 0.033 -0.862 0.687 0.108 -0.015 0.384 0.509 0.809 -0.026 | -| DDstar_s | -0.385 -0.392 -0.400 -0.012 0.035 -0.421 -0.391 -0.401 -0.359 1.000 -0.348 -0.113 -0.032 -0.172 -0.415 -0.013 0.427 -0.340 -0.055 0.016 -0.211 -0.194 -0.382 0.004 | -| p3770_s | 0.688 0.745 0.593 0.021 -0.024 0.773 0.722 0.591 0.703 -0.348 1.000 0.114 0.052 0.161 0.802 0.032 -0.829 0.595 0.102 -0.015 0.378 0.383 0.775 -0.023 | -| p4415_s | 0.113 0.084 0.018 0.003 0.144 0.136 0.133 0.014 0.134 -0.113 0.114 1.000 0.006 0.004 0.117 0.007 -0.132 0.196 0.015 0.002 0.120 0.058 0.141 -0.008 | -| omega_s | 0.056 0.057 0.052 0.322 -0.005 0.060 0.053 0.044 0.055 -0.032 0.052 0.006 1.000 0.007 0.059 -0.037 -0.064 0.044 0.009 -0.240 0.029 0.034 0.060 0.172 | -| Dbar_s | 0.182 0.164 0.039 0.004 -0.089 0.208 0.144 0.037 0.164 -0.172 0.161 0.004 0.007 1.000 0.200 0.014 -0.201 0.100 0.026 0.008 0.025 0.222 0.200 -0.020 | -| jpsi_p | 0.854 0.854 0.681 0.023 -0.048 0.904 0.805 0.682 0.824 -0.415 0.802 0.117 0.059 0.200 1.000 0.035 -0.953 0.672 0.116 -0.016 0.447 0.531 0.897 -0.029 | -| phi_p | 0.034 0.035 0.028 0.001 0.004 0.037 0.033 0.032 0.033 -0.013 0.032 0.007 -0.037 0.014 0.035 1.000 -0.038 0.029 0.457 0.028 0.019 0.022 0.036 -0.106 | -| DDstar_p | -0.886 -0.896 -0.728 -0.024 0.015 -0.968 -0.844 -0.727 -0.862 0.427 -0.829 -0.132 -0.064 -0.201 -0.953 -0.038 1.000 -0.710 -0.129 0.016 -0.465 -0.553 -0.937 0.035 | -| p4160_s | 0.611 0.608 0.473 0.018 0.069 0.684 0.558 0.473 0.687 -0.340 0.595 0.196 0.044 0.100 0.672 0.029 -0.710 1.000 0.085 -0.011 0.308 0.399 0.653 -0.016 | -| phi_s | 0.112 0.112 0.117 0.014 0.003 0.123 0.104 0.108 0.108 -0.055 0.102 0.015 0.009 0.026 0.116 0.457 -0.129 0.085 1.000 -0.021 0.115 0.072 0.120 -0.032 | -| rho_s | -0.014 -0.014 -0.046 0.029 0.004 -0.014 -0.012 -0.016 -0.015 0.016 -0.015 0.002 -0.240 0.008 -0.016 0.028 0.016 -0.011 -0.021 1.000 -0.002 -0.011 -0.016 0.135 | -| bplus_2 | 0.425 0.390 0.243 -0.004 -0.260 0.420 0.395 0.243 0.384 -0.211 0.378 0.120 0.029 0.025 0.447 0.019 -0.465 0.308 0.115 -0.002 1.000 0.237 0.419 -0.151 | -| p3770_p | 0.491 0.510 0.407 0.012 -0.027 0.509 0.472 0.401 0.509 -0.194 0.383 0.058 0.034 0.222 0.531 0.022 -0.553 0.399 0.072 -0.011 0.237 1.000 0.541 -0.026 | -| p4160_p | 0.827 0.862 0.696 0.023 -0.067 0.889 0.744 0.695 0.809 -0.382 0.775 0.141 0.060 0.200 0.897 0.036 -0.937 0.653 0.120 -0.016 0.419 0.541 1.000 -0.032 | -| rho_p | -0.030 -0.026 -0.061 -0.063 -0.018 -0.037 -0.024 -0.068 -0.026 0.004 -0.023 -0.008 0.172 -0.020 -0.029 -0.106 0.035 -0.016 -0.032 0.135 -0.151 -0.026 -0.032 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04822731060470531}), (, {'error': 0.24239402704988677}), (, {'error': 0.004941313228984057}), (, {'error': 0.18064451523005554}), (, {'error': 0.07842851315816823}), (, {'error': 0.6216111467797636}), (, {'error': 0.1999085309749407}), (, {'error': 0.010043777362414241}), (, {'error': 0.2412801236382922}), (, {'error': 0.04998784252711551}), (, {'error': 0.29039290770080606}), (, {'error': 0.1274325823082184}), (, {'error': 0.7727317006182095}), (, {'error': 0.06835412002534948}), (, {'error': 0.05476830561474699}), (, {'error': 0.1384746422910923}), (, {'error': 12.182376355733854}), (, {'error': 0.15026013696407992}), (, {'error': 0.7580324697568823}), (, {'error': 0.23432207949354744}), (, {'error': 0.03693385915535674}), (, {'error': 0.09657966743639079}), (, {'error': 0.1683985782770523}), (, {'error': 0.22549978536362225})]) -Toy 6/25 -Time taken: 51 min, 8 s -Projected time left: 2 h, 41 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=2053 (2053 total) | -| EDM = 0.000155 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297070.25212068536 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.37 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.429 | 0.015 | | | -2 | 2 | | -| 3 | omega_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.24 | 0.13 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.87 | 0.21 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.77 | 0.03 | | | -2 | 2 | | -| 8 | p4040_p | 3.47 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.14 | 0.21 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.36 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.37 | 0.18 | | |0.126447 | 2.35355 | | -| 12| omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.64 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.56 | 0.24 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -2.9 | 3.0 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.21 | 0.19 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 19.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.27 | 0.05 | | | -2 | 2 | | -| 21| p3770_p | -2.69 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.18 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.559 -0.607 0.016 -0.056 -0.099 0.487 -0.633 0.417 0.671 0.059 0.235 0.118 -0.448 0.687 -0.013 0.714 0.394 0.001 -0.293 0.077 -0.287 0.430 0.010 | -| p4415_p | 0.559 1.000 -0.704 0.019 -0.250 -0.239 0.464 -0.737 0.581 0.752 0.284 0.189 0.140 -0.519 0.732 -0.018 0.805 0.426 -0.006 -0.340 0.184 -0.354 0.618 0.031 | -| bplus_0 | -0.607 -0.704 1.000 -0.022 0.243 0.334 -0.579 0.716 -0.568 -0.877 -0.238 -0.235 -0.169 0.572 -0.759 0.016 -0.873 -0.505 -0.013 0.431 -0.181 0.472 -0.524 0.005 | -| omega_p | 0.016 0.019 -0.022 1.000 -0.007 -0.008 0.016 -0.020 0.016 0.023 0.008 0.007 0.143 -0.015 0.021 -0.002 0.023 0.015 0.004 -0.026 0.009 -0.013 0.014 -0.010 | -| Ctt | -0.056 -0.250 0.243 -0.007 1.000 0.097 0.003 0.247 -0.293 -0.265 -0.175 0.096 -0.049 0.293 -0.356 0.007 -0.289 -0.026 -0.011 0.129 0.467 0.091 -0.373 0.037 | -| Dbar_p | -0.099 -0.239 0.334 -0.008 0.097 1.000 -0.299 0.349 -0.118 -0.287 0.112 -0.143 -0.061 0.264 -0.142 0.013 -0.378 -0.254 -0.000 0.155 -0.103 0.434 -0.031 0.003 | -| p4040_s | 0.487 0.464 -0.579 0.016 0.003 -0.299 1.000 -0.606 0.359 0.673 0.278 0.300 0.117 -0.466 0.591 -0.015 0.677 0.358 -0.004 -0.283 0.098 -0.419 0.160 0.024 | -| bplus_1 | -0.633 -0.737 0.716 -0.020 0.247 0.349 -0.606 1.000 -0.596 -0.914 -0.258 -0.246 -0.148 0.596 -0.794 0.011 -0.907 -0.534 -0.012 0.380 -0.186 0.487 -0.549 0.014 | -| p4040_p | 0.417 0.581 -0.568 0.016 -0.293 -0.118 0.359 -0.596 1.000 0.608 0.238 0.247 0.114 -0.396 0.623 -0.015 0.666 0.574 -0.007 -0.278 0.111 -0.212 0.448 0.026 | -| DDstar_s | 0.671 0.752 -0.877 0.023 -0.265 -0.287 0.673 -0.914 0.608 1.000 0.271 0.332 0.171 -0.668 0.838 -0.021 0.932 0.592 0.003 -0.422 0.131 -0.530 0.515 0.012 | -| p3770_s | 0.059 0.284 -0.238 0.008 -0.175 0.112 0.278 -0.258 0.238 0.271 1.000 0.104 0.053 -0.148 0.366 -0.009 0.325 0.206 -0.013 -0.126 0.033 -0.226 0.255 0.029 | -| p4415_s | 0.235 0.189 -0.235 0.007 0.096 -0.143 0.300 -0.246 0.247 0.332 0.104 1.000 0.049 -0.235 0.260 -0.005 0.316 0.400 0.000 -0.120 -0.044 -0.218 0.162 0.004 | -| omega_s | 0.118 0.140 -0.169 0.143 -0.049 -0.061 0.117 -0.148 0.114 0.171 0.053 0.049 1.000 -0.111 0.149 -0.102 0.169 0.105 -0.040 -0.432 0.067 -0.094 0.102 0.326 | -| Dbar_s | -0.448 -0.519 0.572 -0.015 0.293 0.264 -0.466 0.596 -0.396 -0.668 -0.148 -0.235 -0.111 1.000 -0.585 0.012 -0.682 -0.401 -0.001 0.275 -0.123 0.320 -0.365 -0.012 | -| jpsi_p | 0.687 0.732 -0.759 0.021 -0.356 -0.142 0.591 -0.794 0.623 0.838 0.366 0.260 0.149 -0.585 1.000 -0.024 0.895 0.517 -0.011 -0.372 0.054 -0.401 0.608 0.020 | -| phi_p | -0.013 -0.018 0.016 -0.002 0.007 0.013 -0.015 0.011 -0.015 -0.021 -0.009 -0.005 -0.102 0.012 -0.024 1.000 -0.017 -0.017 0.721 0.052 -0.045 0.015 -0.011 -0.175 | -| DDstar_p | 0.714 0.805 -0.873 0.023 -0.289 -0.378 0.677 -0.907 0.666 0.932 0.325 0.316 0.169 -0.682 0.895 -0.017 1.000 0.604 0.007 -0.419 0.115 -0.504 0.614 0.008 | -| p4160_s | 0.394 0.426 -0.505 0.015 -0.026 -0.254 0.358 -0.534 0.574 0.592 0.206 0.400 0.105 -0.401 0.517 -0.017 0.604 1.000 -0.013 -0.250 0.152 -0.321 0.293 0.041 | -| phi_s | 0.001 -0.006 -0.013 0.004 -0.011 -0.000 -0.004 -0.012 -0.007 0.003 -0.013 0.000 -0.040 -0.001 -0.011 0.721 0.007 -0.013 1.000 -0.010 -0.091 0.002 -0.000 -0.106 | -| rho_s | -0.293 -0.340 0.431 -0.026 0.129 0.155 -0.283 0.380 -0.278 -0.422 -0.126 -0.120 -0.432 0.275 -0.372 0.052 -0.419 -0.250 -0.010 1.000 -0.076 0.226 -0.253 0.085 | -| bplus_2 | 0.077 0.184 -0.181 0.009 0.467 -0.103 0.098 -0.186 0.111 0.131 0.033 -0.044 0.067 -0.123 0.054 -0.045 0.115 0.152 -0.091 -0.076 1.000 -0.062 0.100 0.239 | -| p3770_p | -0.287 -0.354 0.472 -0.013 0.091 0.434 -0.419 0.487 -0.212 -0.530 -0.226 -0.218 -0.094 0.320 -0.401 0.015 -0.504 -0.321 0.002 0.226 -0.062 1.000 -0.144 -0.016 | -| p4160_p | 0.430 0.618 -0.524 0.014 -0.373 -0.031 0.160 -0.549 0.448 0.515 0.255 0.162 0.102 -0.365 0.608 -0.011 0.614 0.293 -0.000 -0.253 0.100 -0.144 1.000 0.012 | -| rho_p | 0.010 0.031 0.005 -0.010 0.037 0.003 0.024 0.014 0.026 0.012 0.029 0.004 0.326 -0.012 0.020 -0.175 0.008 0.041 -0.106 0.085 0.239 -0.016 0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04168053597596266}), (, {'error': 0.23811865398946575}), (, {'error': 0.014986755190210976}), (, {'error': 0.17392210766166238}), (, {'error': 0.1342837451390212}), (, {'error': 0.3470101730892914}), (, {'error': 0.20732668520626363}), (, {'error': 0.03216568371308848}), (, {'error': 0.2473917769409324}), (, {'error': 0.2094389739452737}), (, {'error': 0.2235042993740013}), (, {'error': 0.18317299669100984}), (, {'error': 0.9776206212135472}), (, {'error': 0.44044069231133476}), (, {'error': 0.05465386658585558}), (, {'error': 0.2394075566679832}), (, {'error': 2.9834461041478124}), (, {'error': 0.1857196444312068}), (, {'error': 1.0794916419031129}), (, {'error': 0.3204861866535031}), (, {'error': 0.05263386019706284}), (, {'error': 0.13793740400884547}), (, {'error': 0.11602940193427558}), (, {'error': 0.36398755849625575})]) -Toy 7/25 -Time taken: 1 h, 1 min -Projected time left: 2 h, 38 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1232 (1232 total) | -| EDM = 1.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297197.84631985537 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.890 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.39 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.57 | 0.04 | | | -2 | 2 | | -| 3 | omega_p | 0.20 | 0.29 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.42 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.80 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 1.08 | 0.08 | | | -2 | 2 | | -| 8 | p4040_p | -2.24 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.670 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.71 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 20.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.17 | 0.30 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.19 | 0.11 | | | -2 | 2 | | -| 21| p3770_p | -2.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.18 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.050 0.017 -0.000 0.226 -0.048 0.011 0.025 -0.190 0.015 -0.400 0.016 0.002 0.027 0.016 -0.003 -0.182 -0.037 -0.004 -0.009 -0.062 -0.035 -0.122 0.003 | -| p4415_p | -0.050 1.000 0.071 0.008 -0.056 -0.086 -0.189 0.061 0.170 0.015 -0.007 -0.119 0.021 0.011 0.036 -0.016 -0.203 -0.207 -0.020 -0.044 -0.250 0.052 0.307 0.046 | -| bplus_0 | 0.017 0.071 1.000 0.032 0.071 -0.101 -0.027 -0.922 0.029 -0.014 -0.006 -0.060 0.127 -0.004 0.123 -0.001 -0.202 -0.029 0.093 -0.280 -0.199 0.009 0.066 -0.000 | -| omega_p | -0.000 0.008 0.032 1.000 0.010 -0.004 0.004 -0.028 0.002 -0.001 0.002 -0.001 0.664 0.000 -0.015 -0.034 -0.015 0.005 0.010 -0.030 -0.030 -0.004 0.003 -0.056 | -| Ctt | 0.226 -0.056 0.071 0.010 1.000 -0.330 0.325 0.039 -0.248 -0.009 -0.093 0.212 0.021 -0.005 0.256 -0.026 -0.019 0.260 -0.048 -0.046 -0.647 -0.214 -0.323 0.109 | -| Dbar_p | -0.048 -0.086 -0.101 -0.004 -0.330 1.000 -0.086 -0.031 -0.098 -0.005 -0.088 0.014 -0.018 0.028 0.182 -0.004 -0.184 -0.058 -0.024 0.043 0.068 0.279 -0.022 0.027 | -| p4040_s | 0.011 -0.189 -0.027 0.004 0.325 -0.086 1.000 0.029 -0.186 -0.009 0.124 0.147 0.005 -0.006 0.030 -0.017 -0.171 0.122 -0.033 -0.003 -0.108 -0.129 -0.486 0.055 | -| bplus_1 | 0.025 0.061 -0.922 -0.028 0.039 -0.031 0.029 1.000 0.028 -0.008 -0.007 -0.014 -0.111 -0.003 -0.020 0.007 -0.067 0.013 -0.080 0.233 -0.030 -0.060 0.026 -0.012 | -| p4040_p | -0.190 0.170 0.029 0.002 -0.248 -0.098 -0.186 0.028 1.000 0.022 -0.078 0.029 0.008 0.019 -0.080 -0.006 -0.058 0.304 -0.005 -0.019 -0.022 0.127 0.261 0.006 | -| DDstar_s | 0.015 0.015 -0.014 -0.001 -0.009 -0.005 -0.009 -0.008 0.022 1.000 0.026 -0.004 -0.003 -0.001 0.044 0.001 0.045 -0.001 -0.000 0.007 0.022 0.037 0.041 -0.001 | -| p3770_s | -0.400 -0.007 -0.006 0.002 -0.093 -0.088 0.124 -0.007 -0.078 0.026 1.000 0.022 0.003 0.027 -0.058 -0.012 -0.008 0.035 -0.022 -0.007 0.026 -0.295 -0.045 0.028 | -| p4415_s | 0.016 -0.119 -0.060 -0.001 0.212 0.014 0.147 -0.014 0.029 -0.004 0.022 1.000 -0.007 -0.002 -0.002 -0.009 -0.048 0.276 -0.023 0.020 0.031 -0.060 0.009 0.030 | -| omega_s | 0.002 0.021 0.127 0.664 0.021 -0.018 0.005 -0.111 0.008 -0.003 0.003 -0.007 1.000 -0.001 -0.013 -0.109 -0.044 0.005 -0.013 -0.356 -0.067 -0.006 0.012 0.122 | -| Dbar_s | 0.027 0.011 -0.004 0.000 -0.005 0.028 -0.006 -0.003 0.019 -0.001 0.027 -0.002 -0.001 1.000 0.051 0.001 0.010 -0.002 -0.000 0.002 0.005 0.048 0.031 0.001 | -| jpsi_p | 0.016 0.036 0.123 -0.015 0.256 0.182 0.030 -0.020 -0.080 0.044 -0.058 -0.002 -0.013 0.051 1.000 0.018 -0.236 0.006 0.039 -0.021 -0.225 -0.026 -0.038 -0.085 | -| phi_p | -0.003 -0.016 -0.001 -0.034 -0.026 -0.004 -0.017 0.007 -0.006 0.001 -0.012 -0.009 -0.109 0.001 0.018 1.000 0.000 -0.022 0.618 0.065 0.082 0.003 -0.004 -0.246 | -| DDstar_p | -0.182 -0.203 -0.202 -0.015 -0.019 -0.184 -0.171 -0.067 -0.058 0.045 -0.008 -0.048 -0.044 0.010 -0.236 0.000 1.000 -0.100 -0.017 0.097 0.287 0.084 -0.114 -0.006 | -| p4160_s | -0.037 -0.207 -0.029 0.005 0.260 -0.058 0.122 0.013 0.304 -0.001 0.035 0.276 0.005 -0.002 0.006 -0.022 -0.100 1.000 -0.042 -0.003 -0.132 -0.056 -0.135 0.070 | -| phi_s | -0.004 -0.020 0.093 0.010 -0.048 -0.024 -0.033 -0.080 -0.005 -0.000 -0.022 -0.023 -0.013 -0.000 0.039 0.618 -0.017 -0.042 1.000 -0.027 0.123 0.004 0.003 -0.160 | -| rho_s | -0.009 -0.044 -0.280 -0.030 -0.046 0.043 -0.003 0.233 -0.019 0.007 -0.007 0.020 -0.356 0.002 -0.021 0.065 0.097 -0.003 -0.027 1.000 0.112 0.005 -0.031 0.145 | -| bplus_2 | -0.062 -0.250 -0.199 -0.030 -0.647 0.068 -0.108 -0.030 -0.022 0.022 0.026 0.031 -0.067 0.005 -0.225 0.082 0.287 -0.132 0.123 0.112 1.000 0.049 -0.060 -0.273 | -| p3770_p | -0.035 0.052 0.009 -0.004 -0.214 0.279 -0.129 -0.060 0.127 0.037 -0.295 -0.060 -0.006 0.048 -0.026 0.003 0.084 -0.056 0.004 0.005 0.049 1.000 0.145 -0.013 | -| p4160_p | -0.122 0.307 0.066 0.003 -0.323 -0.022 -0.486 0.026 0.261 0.041 -0.045 0.009 0.012 0.031 -0.038 -0.004 -0.114 -0.135 0.003 -0.031 -0.060 0.145 1.000 -0.002 | -| rho_p | 0.003 0.046 -0.000 -0.056 0.109 0.027 0.055 -0.012 0.006 -0.001 0.028 0.030 0.122 0.001 -0.085 -0.246 -0.006 0.070 -0.160 0.145 -0.273 -0.013 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03130625344755522}), (, {'error': 0.16955016098675824}), (, {'error': 0.042070245750035484}), (, {'error': 0.2873823696059996}), (, {'error': 0.20030065692649324}), (, {'error': 0.31713714680353355}), (, {'error': 0.17374625969696428}), (, {'error': 0.07716218720521129}), (, {'error': 0.2306850092389634}), (, {'error': 0.025072596905584943}), (, {'error': 0.22707059675297359}), (, {'error': 0.18886211554444998}), (, {'error': 1.2110318737542825}), (, {'error': 0.020464902987967853}), (, {'error': 0.024206717114438447}), (, {'error': 0.17339663149314877}), (, {'error': 0.3344171440824857}), (, {'error': 0.16884785460745588}), (, {'error': 1.0552759664149676}), (, {'error': 0.3005331052472356}), (, {'error': 0.11143703224130586}), (, {'error': 0.09296129773764861}), (, {'error': 0.09388406069728017}), (, {'error': 0.3245075396507966})]) -Toy 8/25 -Time taken: 1 h, 9 min -Projected time left: 2 h, 27 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=312 (312 total) | -| EDM = 9.75E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297166.8885075857 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.24 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.366 | 0.026 | | | -2 | 2 | | -| 3 | omega_p | -0.07 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.56 | 0.19 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -5.6 | 1.5 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.03 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 8 | p4040_p | 3.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.299 | 0.022 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.44 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.08 | 0.18 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.0 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.04 | 0.13 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.640 | 0.030 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -0.55 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -3.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 17.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.025 | 0.070 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.37 | 0.07 | | | -2 | 2 | | -| 21| p3770_p | 3.72 | 0.14 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.30 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -4 | 7 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.040 0.048 0.003 0.161 0.181 0.007 -0.123 -0.095 -0.005 -0.259 0.005 -0.001 0.093 0.191 0.003 -0.197 -0.088 -0.006 0.004 0.059 0.183 0.038 -0.009 | -| p4415_p | -0.040 1.000 -0.067 0.009 0.001 0.081 -0.231 0.085 0.147 -0.008 0.065 -0.126 -0.000 -0.150 0.050 0.010 -0.192 -0.141 -0.030 0.011 -0.143 0.074 0.334 -0.030 | -| bplus_0 | 0.048 -0.067 1.000 0.008 -0.060 -0.059 -0.025 -0.934 -0.002 0.005 0.056 0.033 -0.038 0.073 -0.002 -0.065 -0.148 -0.038 0.106 0.034 -0.029 0.149 0.045 0.035 | -| omega_p | 0.003 0.009 0.008 1.000 0.020 0.000 0.007 -0.010 0.005 -0.000 0.005 0.004 0.499 0.009 0.000 0.012 -0.001 0.012 0.008 -0.031 -0.049 0.003 0.000 0.047 | -| Ctt | 0.161 0.001 -0.060 0.020 1.000 0.088 0.371 0.216 -0.186 0.001 -0.220 0.198 -0.006 -0.347 -0.456 0.007 0.133 0.273 -0.063 0.026 -0.698 -0.273 -0.367 -0.061 | -| Dbar_p | 0.181 0.081 -0.059 0.000 0.088 1.000 -0.051 0.090 0.154 0.003 0.188 -0.023 0.002 0.148 0.226 0.005 0.131 -0.006 0.001 -0.003 0.034 0.104 0.144 0.004 | -| p4040_s | 0.007 -0.231 -0.025 0.007 0.371 -0.051 1.000 0.028 -0.241 -0.002 0.023 0.127 -0.001 -0.113 -0.169 0.004 0.127 -0.074 -0.022 0.009 -0.112 -0.204 -0.499 -0.023 | -| bplus_1 | -0.123 0.085 -0.934 -0.010 0.216 0.090 0.028 1.000 -0.067 -0.011 -0.164 -0.089 0.031 -0.230 -0.214 0.051 0.330 0.036 -0.098 -0.033 -0.203 -0.269 -0.126 -0.023 | -| p4040_p | -0.095 0.147 -0.002 0.005 -0.186 0.154 -0.241 -0.067 1.000 -0.006 0.137 0.027 0.000 -0.061 0.196 0.007 -0.338 0.279 -0.012 0.005 0.095 0.223 0.207 -0.014 | -| DDstar_s | -0.005 -0.008 0.005 -0.000 0.001 0.003 -0.002 -0.011 -0.006 1.000 -0.002 0.000 -0.000 -0.002 -0.010 -0.000 0.001 -0.003 0.000 0.000 0.003 0.002 -0.006 -0.000 | -| p3770_s | -0.259 0.065 0.056 0.005 -0.220 0.188 0.023 -0.164 0.137 -0.002 1.000 -0.020 -0.001 0.083 0.298 0.005 -0.311 -0.015 -0.006 0.006 0.181 0.012 0.200 -0.011 | -| p4415_s | 0.005 -0.126 0.033 0.004 0.198 -0.023 0.127 -0.089 0.027 0.000 -0.020 1.000 -0.001 0.011 -0.095 0.001 0.079 0.290 -0.009 0.006 0.032 -0.063 -0.081 -0.012 | -| omega_s | -0.001 -0.000 -0.038 0.499 -0.006 0.002 -0.001 0.031 0.000 -0.000 -0.001 -0.001 1.000 0.001 0.001 -0.012 -0.001 -0.002 0.014 0.043 0.015 -0.003 0.000 -0.046 | -| Dbar_s | 0.093 -0.150 0.073 0.009 -0.347 0.148 -0.113 -0.230 -0.061 -0.002 0.083 0.011 0.001 1.000 0.309 0.009 0.257 -0.168 -0.013 0.010 0.154 0.457 0.054 -0.023 | -| jpsi_p | 0.191 0.050 -0.002 0.000 -0.456 0.226 -0.169 -0.214 0.196 -0.010 0.298 -0.095 0.001 0.309 1.000 0.009 -0.422 -0.150 -0.015 -0.000 0.414 0.316 0.361 -0.009 | -| phi_p | 0.003 0.010 -0.065 0.012 0.007 0.005 0.004 0.051 0.007 -0.000 0.005 0.001 -0.012 0.009 0.009 1.000 -0.003 0.008 0.414 0.017 -0.017 -0.002 0.004 -0.050 | -| DDstar_p | -0.197 -0.192 -0.148 -0.001 0.133 0.131 0.127 0.330 -0.338 0.001 -0.311 0.079 -0.001 0.257 -0.422 -0.003 1.000 0.018 -0.020 0.001 -0.291 -0.229 -0.472 -0.008 | -| p4160_s | -0.088 -0.141 -0.038 0.012 0.273 -0.006 -0.074 0.036 0.279 -0.003 -0.015 0.290 -0.002 -0.168 -0.150 0.008 0.018 1.000 -0.038 0.016 -0.161 -0.086 -0.138 -0.040 | -| phi_s | -0.006 -0.030 0.106 0.008 -0.063 0.001 -0.022 -0.098 -0.012 0.000 -0.006 -0.009 0.014 -0.013 -0.015 0.414 -0.020 -0.038 1.000 0.017 0.112 0.009 0.006 -0.026 | -| rho_s | 0.004 0.011 0.034 -0.031 0.026 -0.003 0.009 -0.033 0.005 0.000 0.006 0.006 0.043 0.010 -0.000 0.017 0.001 0.016 0.017 1.000 -0.070 0.004 -0.001 -0.433 | -| bplus_2 | 0.059 -0.143 -0.029 -0.049 -0.698 0.034 -0.112 -0.203 0.095 0.003 0.181 0.032 0.015 0.154 0.414 -0.017 -0.291 -0.161 0.112 -0.070 1.000 0.152 0.164 0.143 | -| p3770_p | 0.183 0.074 0.149 0.003 -0.273 0.104 -0.204 -0.269 0.223 0.002 0.012 -0.063 -0.003 0.457 0.316 -0.002 -0.229 -0.086 0.009 0.004 0.152 1.000 0.321 0.001 | -| p4160_p | 0.038 0.334 0.045 0.000 -0.367 0.144 -0.499 -0.126 0.207 -0.006 0.200 -0.081 0.000 0.054 0.361 0.004 -0.472 -0.138 0.006 -0.001 0.164 0.321 1.000 0.003 | -| rho_p | -0.009 -0.030 0.035 0.047 -0.061 0.004 -0.023 -0.023 -0.014 -0.000 -0.011 -0.012 -0.046 -0.023 -0.009 -0.050 -0.008 -0.040 -0.026 -0.433 0.143 0.001 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.032566194969676054}), (, {'error': 0.20026896411145412}), (, {'error': 0.02558397599464657}), (, {'error': 0.22721722725983096}), (, {'error': 0.1937263624616325}), (, {'error': 1.4559441945476608}), (, {'error': 0.17147512386634634}), (, {'error': 0.055495314998539325}), (, {'error': 0.1843413505401399}), (, {'error': 0.022326961969371006}), (, {'error': 0.2379126257658557}), (, {'error': 0.18369468803229982}), (, {'error': 0.8533543495483342}), (, {'error': 0.12735897682658207}), (, {'error': 0.030473064723636423}), (, {'error': 0.16250324430208707}), (, {'error': 0.47569129658307396}), (, {'error': 0.16623583468911252}), (, {'error': 0.9396540898232892}), (, {'error': 0.0699573973065319}), (, {'error': 0.07310547483391816}), (, {'error': 0.1448813694526443}), (, {'error': 0.12289963843402596}), (, {'error': 6.591052678112459})]) -Toy 9/25 -Time taken: 1 h, 13 min -Projected time left: 2 h, 11 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=770 (770 total) | -| EDM = 0.000135 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297346.3980566037 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.23 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.502 | 0.022 | | | -2 | 2 | | -| 3 | omega_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.49 | 0.22 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 4.83 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | | -| 8 | p4040_p | -2.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.85 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.49 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 5.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.626 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -6.0 | 1.4 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.43 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 18 | 6 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.19 | 0.09 | | | -2 | 2 | | -| 21| p3770_p | 3.59 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.084 -0.011 -0.001 0.220 -0.093 -0.035 -0.026 -0.202 0.024 -0.414 0.026 0.006 0.025 -0.021 -0.030 -0.096 -0.069 -0.030 -0.005 0.038 -0.025 -0.142 0.003 | -| p4415_p | -0.084 1.000 0.014 0.001 -0.036 -0.116 -0.174 -0.148 0.203 0.034 -0.006 -0.187 0.001 0.016 -0.015 -0.045 -0.122 -0.122 -0.048 -0.008 0.206 0.038 0.323 0.025 | -| bplus_0 | -0.011 0.014 1.000 -0.028 0.003 0.028 0.023 -0.815 0.008 0.002 0.038 0.022 -0.083 0.002 -0.062 0.013 0.027 0.037 0.009 0.239 0.014 0.031 0.005 -0.046 | -| omega_p | -0.001 0.001 -0.028 1.000 -0.000 -0.004 -0.000 0.018 -0.001 -0.000 -0.003 -0.002 0.340 0.000 -0.013 0.034 -0.009 -0.001 0.037 -0.089 0.003 -0.005 -0.001 0.010 | -| Ctt | 0.220 -0.036 0.003 -0.000 1.000 -0.335 0.318 -0.186 -0.335 -0.008 -0.161 0.206 -0.023 -0.003 0.313 -0.023 -0.087 0.245 -0.030 0.013 0.682 -0.202 -0.399 0.042 | -| Dbar_p | -0.093 -0.116 0.028 -0.004 -0.335 1.000 -0.127 0.157 -0.077 0.004 -0.109 0.031 -0.013 0.025 0.096 -0.010 -0.160 -0.101 -0.011 0.039 -0.091 0.233 -0.035 0.001 | -| p4040_s | -0.035 -0.174 0.023 -0.000 0.318 -0.127 1.000 -0.046 -0.217 -0.000 0.087 0.211 -0.007 -0.002 0.003 -0.034 -0.191 0.115 -0.037 0.009 0.136 -0.143 -0.526 0.025 | -| bplus_1 | -0.026 -0.148 -0.815 0.018 -0.186 0.157 -0.046 1.000 -0.023 0.015 0.033 0.108 0.056 0.005 -0.025 -0.023 0.401 -0.042 -0.019 -0.140 -0.361 0.100 -0.039 0.034 | -| p4040_p | -0.202 0.203 0.008 -0.001 -0.335 -0.077 -0.217 -0.023 1.000 0.034 -0.059 -0.057 0.007 0.023 -0.112 -0.026 0.090 0.277 -0.026 -0.007 -0.069 0.172 0.321 0.001 | -| DDstar_s | 0.024 0.034 0.002 -0.000 -0.008 0.004 -0.000 0.015 0.034 1.000 0.031 -0.002 -0.002 -0.002 0.064 0.004 0.046 0.004 0.004 0.004 -0.008 0.037 0.055 -0.001 | -| p3770_s | -0.414 -0.006 0.038 -0.003 -0.161 -0.109 0.087 0.033 -0.059 0.031 1.000 0.007 -0.001 0.026 -0.069 -0.039 0.096 0.005 -0.040 0.012 -0.100 -0.271 -0.007 0.008 | -| p4415_s | 0.026 -0.187 0.022 -0.002 0.206 0.031 0.211 0.108 -0.057 -0.002 0.007 1.000 -0.009 -0.000 -0.009 -0.004 -0.037 0.337 -0.005 0.023 -0.080 -0.073 -0.134 0.002 | -| omega_s | 0.006 0.001 -0.083 0.340 -0.023 -0.013 -0.007 0.056 0.007 -0.002 -0.001 -0.009 1.000 -0.001 0.024 -0.188 -0.020 -0.011 -0.181 -0.388 -0.030 -0.004 0.010 0.211 | -| Dbar_s | 0.025 0.016 0.002 0.000 -0.003 0.025 -0.002 0.005 0.023 -0.002 0.026 -0.000 -0.001 1.000 0.052 0.002 0.004 0.001 0.002 0.002 0.001 0.040 0.031 -0.000 | -| jpsi_p | -0.021 -0.015 -0.062 -0.013 0.313 0.096 0.003 -0.025 -0.112 0.064 -0.069 -0.009 0.024 0.052 1.000 -0.104 -0.003 -0.006 -0.099 -0.012 0.223 -0.035 -0.086 -0.022 | -| phi_p | -0.030 -0.045 0.013 0.034 -0.023 -0.010 -0.034 -0.023 -0.026 0.004 -0.039 -0.004 -0.188 0.002 -0.104 1.000 0.007 -0.039 0.990 0.010 -0.120 -0.010 -0.025 -0.130 | -| DDstar_p | -0.096 -0.122 0.027 -0.009 -0.087 -0.160 -0.191 0.401 0.090 0.046 0.096 -0.037 -0.020 0.004 -0.003 0.007 1.000 -0.124 0.009 0.074 -0.322 0.227 0.121 -0.019 | -| p4160_s | -0.069 -0.122 0.037 -0.001 0.245 -0.101 0.115 -0.042 0.277 0.004 0.005 0.337 -0.011 0.001 -0.006 -0.039 -0.124 1.000 -0.043 0.018 0.161 -0.064 -0.151 0.029 | -| phi_s | -0.030 -0.048 0.009 0.037 -0.030 -0.011 -0.037 -0.019 -0.026 0.004 -0.040 -0.005 -0.181 0.002 -0.099 0.990 0.009 -0.043 1.000 0.005 -0.136 -0.009 -0.024 -0.125 | -| rho_s | -0.005 -0.008 0.239 -0.089 0.013 0.039 0.009 -0.140 -0.007 0.004 0.012 0.023 -0.388 0.002 -0.012 0.010 0.074 0.018 0.005 1.000 0.021 0.023 -0.010 0.036 | -| bplus_2 | 0.038 0.206 0.014 0.003 0.682 -0.091 0.136 -0.361 -0.069 -0.008 -0.100 -0.080 -0.030 0.001 0.223 -0.120 -0.322 0.161 -0.136 0.021 1.000 -0.099 -0.059 0.112 | -| p3770_p | -0.025 0.038 0.031 -0.005 -0.202 0.233 -0.143 0.100 0.172 0.037 -0.271 -0.073 -0.004 0.040 -0.035 -0.010 0.227 -0.064 -0.009 0.023 -0.099 1.000 0.186 -0.010 | -| p4160_p | -0.142 0.323 0.005 -0.001 -0.399 -0.035 -0.526 -0.039 0.321 0.055 -0.007 -0.134 0.010 0.031 -0.086 -0.025 0.121 -0.151 -0.024 -0.010 -0.059 0.186 1.000 -0.003 | -| rho_p | 0.003 0.025 -0.046 0.010 0.042 0.001 0.025 0.034 0.001 -0.001 0.008 0.002 0.211 -0.000 -0.022 -0.130 -0.019 0.029 -0.125 0.036 0.112 -0.010 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.032246379925986446}), (, {'error': 0.14620140959464156}), (, {'error': 0.021703211473005357}), (, {'error': 0.3963895474201866}), (, {'error': 0.21945303143316636}), (, {'error': 0.3048570270938562}), (, {'error': 0.16740597737320323}), (, {'error': 0.0468963190599192}), (, {'error': 0.18439888777041746}), (, {'error': 0.024380449467126974}), (, {'error': 0.2261600018134322}), (, {'error': 0.1888435041220713}), (, {'error': 0.9522481105544172}), (, {'error': 0.017986806700380276}), (, {'error': 0.025534326344184066}), (, {'error': 1.3678537724559947}), (, {'error': 0.3475014082400727}), (, {'error': 0.16247061975236954}), (, {'error': 5.816184094992605}), (, {'error': 0.3325325564765655}), (, {'error': 0.09353355097120275}), (, {'error': 0.10786765689747835}), (, {'error': 0.09684257070626545}), (, {'error': 0.2749779029866213})]) -Toy 10/25 -Time taken: 1 h, 20 min -Projected time left: 2 h -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=898 (898 total) | -| EDM = 6.48E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297250.6316444625 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.903 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.30 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.396 | 0.031 | | | -2 | 2 | | -| 3 | omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.76 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 5.02 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.73 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 8 | p4040_p | 4.22 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.13 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.45 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.660 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.55 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 17.7 | 1.0 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.33 | 0.08 | | | -2 | 2 | | -| 21| p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.37 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.067 -0.025 0.001 0.221 -0.022 -0.032 0.049 -0.192 0.020 -0.450 0.020 -0.007 0.024 -0.008 0.001 -0.134 -0.057 -0.008 0.011 -0.053 -0.022 -0.135 -0.001 | -| p4415_p | -0.067 1.000 -0.065 0.000 -0.029 -0.074 -0.162 0.168 0.174 0.020 -0.015 -0.127 -0.023 0.011 0.001 0.000 -0.166 -0.153 -0.031 0.021 -0.232 0.038 0.306 0.002 | -| bplus_0 | -0.025 -0.065 1.000 -0.014 -0.027 -0.021 -0.083 -0.925 -0.020 0.004 -0.019 -0.019 0.180 0.002 0.144 0.025 -0.009 -0.060 0.133 -0.465 -0.075 0.075 0.004 0.062 | -| omega_p | 0.001 0.000 -0.014 1.000 0.000 0.001 0.001 0.012 0.000 0.000 0.000 0.001 -0.159 -0.000 0.001 0.001 0.003 0.001 -0.009 0.037 0.003 -0.000 -0.000 -0.004 | -| Ctt | 0.221 -0.029 -0.027 0.000 1.000 -0.298 0.323 0.129 -0.290 -0.008 -0.137 0.221 -0.052 0.001 0.270 0.001 -0.060 0.263 -0.063 0.046 -0.674 -0.230 -0.375 0.004 | -| Dbar_p | -0.022 -0.074 -0.021 0.001 -0.298 1.000 -0.108 -0.090 -0.062 -0.003 -0.061 0.023 -0.024 0.020 0.202 -0.002 -0.160 -0.062 -0.020 0.046 0.051 0.272 0.012 -0.004 | -| p4040_s | -0.032 -0.162 -0.083 0.001 0.323 -0.108 1.000 0.095 -0.180 -0.004 0.092 0.179 -0.036 -0.002 -0.009 -0.002 -0.196 0.117 -0.041 0.049 -0.133 -0.140 -0.504 -0.001 | -| bplus_1 | 0.049 0.168 -0.925 0.012 0.129 -0.090 0.095 1.000 0.047 -0.019 -0.020 -0.060 -0.153 -0.005 -0.080 -0.021 -0.270 0.046 -0.119 0.391 -0.143 -0.139 0.045 -0.054 | -| p4040_p | -0.192 0.174 -0.020 0.000 -0.290 -0.062 -0.180 0.047 1.000 0.022 -0.076 -0.011 0.001 0.015 -0.091 0.001 0.023 0.291 -0.002 -0.003 0.026 0.154 0.263 0.000 | -| DDstar_s | 0.020 0.020 0.004 0.000 -0.008 -0.003 -0.004 -0.019 0.022 1.000 0.029 -0.002 -0.001 -0.001 0.054 -0.000 0.046 0.002 -0.000 0.003 0.013 0.034 0.046 -0.000 | -| p3770_s | -0.450 -0.015 -0.019 0.000 -0.137 -0.061 0.092 -0.020 -0.076 0.029 1.000 0.016 -0.014 0.025 -0.072 0.001 0.059 0.016 -0.019 0.015 0.065 -0.230 -0.033 0.000 | -| p4415_s | 0.020 -0.127 -0.019 0.001 0.221 0.023 0.179 -0.060 -0.011 -0.002 0.016 1.000 -0.019 -0.001 -0.002 -0.001 -0.034 0.312 -0.019 0.033 0.040 -0.068 -0.066 -0.002 | -| omega_s | -0.007 -0.023 0.180 -0.159 -0.052 -0.024 -0.036 -0.153 0.001 -0.001 -0.014 -0.019 1.000 -0.000 0.035 0.034 -0.027 -0.041 0.043 -0.470 0.081 0.011 0.010 0.079 | -| Dbar_s | 0.024 0.011 0.002 -0.000 0.001 0.020 -0.002 -0.005 0.015 -0.001 0.025 -0.001 -0.000 1.000 0.043 -0.000 0.008 0.000 -0.000 0.000 0.002 0.033 0.026 0.000 | -| jpsi_p | -0.008 0.001 0.144 0.001 0.270 0.202 -0.009 -0.080 -0.091 0.054 -0.072 -0.002 0.035 0.043 1.000 0.013 -0.075 -0.002 0.034 -0.066 -0.229 0.004 -0.059 0.000 | -| phi_p | 0.001 0.000 0.025 0.001 0.001 -0.002 -0.002 -0.021 0.001 -0.000 0.001 -0.001 0.034 -0.000 0.013 1.000 -0.002 -0.001 -0.427 -0.034 -0.004 0.003 0.002 0.000 | -| DDstar_p | -0.134 -0.166 -0.009 0.003 -0.060 -0.160 -0.196 -0.270 0.023 0.046 0.059 -0.034 -0.027 0.008 -0.075 -0.002 1.000 -0.083 -0.008 0.079 0.269 0.170 0.020 -0.010 | -| p4160_s | -0.057 -0.153 -0.060 0.001 0.263 -0.062 0.117 0.046 0.291 0.002 0.016 0.312 -0.041 0.000 -0.002 -0.001 -0.083 1.000 -0.048 0.052 -0.162 -0.054 -0.139 0.000 | -| phi_s | -0.008 -0.031 0.133 -0.009 -0.063 -0.020 -0.041 -0.119 -0.002 -0.000 -0.019 -0.019 0.043 -0.000 0.034 -0.427 -0.008 -0.048 1.000 -0.072 0.116 0.012 0.006 0.016 | -| rho_s | 0.011 0.021 -0.465 0.037 0.046 0.046 0.049 0.391 -0.003 0.003 0.015 0.033 -0.470 0.000 -0.066 -0.034 0.079 0.052 -0.072 1.000 -0.021 -0.022 -0.020 -0.071 | -| bplus_2 | -0.053 -0.232 -0.075 0.003 -0.674 0.051 -0.133 -0.143 0.026 0.013 0.065 0.040 0.081 0.002 -0.229 -0.004 0.269 -0.162 0.116 -0.021 1.000 0.077 0.013 -0.023 | -| p3770_p | -0.022 0.038 0.075 -0.000 -0.230 0.272 -0.140 -0.139 0.154 0.034 -0.230 -0.068 0.011 0.033 0.004 0.003 0.170 -0.054 0.012 -0.022 0.077 1.000 0.177 0.001 | -| p4160_p | -0.135 0.306 0.004 -0.000 -0.375 0.012 -0.504 0.045 0.263 0.046 -0.033 -0.066 0.010 0.026 -0.059 0.002 0.020 -0.139 0.006 -0.020 0.013 0.177 1.000 0.001 | -| rho_p | -0.001 0.002 0.062 -0.004 0.004 -0.004 -0.001 -0.054 0.000 -0.000 0.000 -0.002 0.079 0.000 0.000 0.000 -0.010 0.000 0.016 -0.071 -0.023 0.001 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03122313408519961}), (, {'error': 0.15337741442775954}), (, {'error': 0.030862654131919465}), (, {'error': 0.15131032472718964}), (, {'error': 0.20477551031439162}), (, {'error': 0.2946723063678718}), (, {'error': 0.17523585981974338}), (, {'error': 0.058452924178568066}), (, {'error': 0.25280253916157225}), (, {'error': 0.024285925434824468}), (, {'error': 0.23218871323310264}), (, {'error': 0.1945711139159111}), (, {'error': 1.0270228566020467}), (, {'error': 0.01775244195276121}), (, {'error': 0.02423140251558742}), (, {'error': 0.27781666226008195}), (, {'error': 0.3458936119465412}), (, {'error': 0.16922248769963666}), (, {'error': 0.9682607304241522}), (, {'error': 0.41557228035202404}), (, {'error': 0.07703849860793}), (, {'error': 0.0999322642581646}), (, {'error': 0.08986309926664227}), (, {'error': 0.08393030133452228})]) -Toy 11/25 -Time taken: 1 h, 26 min -Projected time left: 1 h, 50 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=2046 (2046 total) | -| EDM = 4.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297471.53878486453 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.42 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.495 | 0.022 | | | -2 | 2 | | -| 3 | omega_p | 0.6 | 2.2 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.21 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.95 | 0.05 | | | -2 | 2 | | -| 8 | p4040_p | -2.34 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.10 | 0.20 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.5 | 2.7 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.656 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 5.64 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 15.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.08 | 0.09 | | | -2 | 2 | | -| 21| p3770_p | 3.51 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.07 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 6.24 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.096 -0.002 -0.030 0.220 -0.059 0.004 -0.002 -0.227 0.033 -0.395 0.044 -0.030 0.031 -0.028 0.012 -0.044 -0.045 -0.002 -0.005 0.022 -0.020 -0.166 -0.011 | -| p4415_p | -0.096 1.000 0.025 -0.034 0.012 -0.106 -0.187 -0.117 0.156 0.037 -0.023 -0.181 -0.035 0.017 -0.031 0.013 -0.069 -0.159 -0.029 -0.010 0.195 0.018 0.277 0.004 | -| bplus_0 | -0.002 0.025 1.000 -0.191 0.011 0.048 0.028 -0.809 0.021 0.001 0.056 0.023 -0.199 0.001 -0.025 0.109 0.044 0.048 -0.008 0.171 0.094 0.057 0.021 -0.077 | -| omega_p | -0.030 -0.034 -0.191 1.000 -0.055 -0.054 -0.029 0.115 -0.024 0.000 -0.047 -0.017 0.994 0.001 -0.145 -0.444 -0.066 -0.044 -0.009 0.225 -0.124 -0.058 -0.028 0.338 | -| Ctt | 0.220 0.012 0.011 -0.055 1.000 -0.352 0.352 -0.192 -0.289 -0.008 -0.115 0.176 -0.057 -0.001 0.236 0.016 -0.063 0.279 -0.053 -0.011 0.673 -0.237 -0.360 0.012 | -| Dbar_p | -0.059 -0.106 0.048 -0.054 -0.352 1.000 -0.094 0.171 -0.073 0.004 -0.067 0.062 -0.056 0.032 0.202 0.029 -0.155 -0.069 -0.008 0.030 -0.072 0.343 -0.013 -0.013 | -| p4040_s | 0.004 -0.187 0.028 -0.029 0.352 -0.094 1.000 -0.030 -0.247 0.001 0.102 0.221 -0.031 -0.004 -0.012 0.012 -0.155 0.160 -0.026 0.001 0.121 -0.165 -0.560 0.006 | -| bplus_1 | -0.002 -0.117 -0.809 0.115 -0.192 0.171 -0.030 1.000 -0.007 0.009 0.052 0.125 0.120 0.002 0.036 -0.061 0.387 -0.015 0.015 -0.095 -0.405 0.145 -0.007 0.051 | -| p4040_p | -0.227 0.156 0.021 -0.024 -0.289 -0.073 -0.247 -0.007 1.000 0.044 -0.069 -0.037 -0.025 0.030 -0.095 0.010 0.123 0.255 -0.005 -0.004 -0.056 0.159 0.282 -0.008 | -| DDstar_s | 0.033 0.037 0.001 0.000 -0.008 0.004 0.001 0.009 0.044 1.000 0.035 -0.004 0.000 -0.002 0.078 0.001 0.051 0.006 0.001 0.002 -0.002 0.043 0.066 -0.000 | -| p3770_s | -0.395 -0.023 0.056 -0.047 -0.115 -0.067 0.102 0.052 -0.069 0.035 1.000 0.029 -0.049 0.030 -0.029 0.022 0.157 0.024 -0.014 0.009 -0.079 -0.262 -0.026 -0.010 | -| p4415_s | 0.044 -0.181 0.023 -0.017 0.176 0.062 0.221 0.125 -0.037 -0.004 0.029 1.000 -0.017 -0.001 -0.006 0.010 -0.014 0.342 0.001 0.017 -0.119 -0.055 -0.110 -0.006 | -| omega_s | -0.030 -0.035 -0.199 0.994 -0.057 -0.056 -0.031 0.120 -0.025 0.000 -0.049 -0.017 1.000 0.000 -0.144 -0.448 -0.068 -0.046 -0.009 0.172 -0.131 -0.059 -0.028 0.344 | -| Dbar_s | 0.031 0.017 0.001 0.001 -0.001 0.032 -0.004 0.002 0.030 -0.002 0.030 -0.001 0.000 1.000 0.061 0.000 0.001 0.001 -0.000 0.001 0.002 0.049 0.038 0.001 | -| jpsi_p | -0.028 -0.031 -0.025 -0.145 0.236 0.202 -0.012 0.036 -0.095 0.078 -0.029 -0.006 -0.144 0.061 1.000 0.052 0.105 -0.020 0.026 -0.026 0.155 0.058 -0.050 -0.079 | -| phi_p | 0.012 0.013 0.109 -0.444 0.016 0.029 0.012 -0.061 0.010 0.001 0.022 0.010 -0.448 0.000 0.052 1.000 0.038 0.019 0.434 -0.071 0.050 0.028 0.012 -0.128 | -| DDstar_p | -0.044 -0.069 0.044 -0.066 -0.063 -0.155 -0.155 0.387 0.123 0.051 0.157 -0.014 -0.068 0.001 0.105 0.038 1.000 -0.087 0.017 0.056 -0.285 0.279 0.187 -0.029 | -| p4160_s | -0.045 -0.159 0.048 -0.044 0.279 -0.069 0.160 -0.015 0.255 0.006 0.024 0.342 -0.046 0.001 -0.020 0.019 -0.087 1.000 -0.032 0.007 0.130 -0.084 -0.219 0.004 | -| phi_s | -0.002 -0.029 -0.008 -0.009 -0.053 -0.008 -0.026 0.015 -0.005 0.001 -0.014 0.001 -0.009 -0.000 0.026 0.434 0.017 -0.032 1.000 0.043 -0.124 0.004 -0.001 0.023 | -| rho_s | -0.005 -0.010 0.171 0.225 -0.011 0.030 0.001 -0.095 -0.004 0.002 0.009 0.017 0.172 0.001 -0.026 -0.071 0.056 0.007 0.043 1.000 -0.010 0.023 -0.003 0.181 | -| bplus_2 | 0.022 0.195 0.094 -0.124 0.673 -0.072 0.121 -0.405 -0.056 -0.002 -0.079 -0.119 -0.131 0.002 0.155 0.050 -0.285 0.130 -0.124 -0.010 1.000 -0.105 -0.046 0.036 | -| p3770_p | -0.020 0.018 0.057 -0.058 -0.237 0.343 -0.165 0.145 0.159 0.043 -0.262 -0.055 -0.059 0.049 0.058 0.028 0.279 -0.084 0.004 0.023 -0.105 1.000 0.205 -0.025 | -| p4160_p | -0.166 0.277 0.021 -0.028 -0.360 -0.013 -0.560 -0.007 0.282 0.066 -0.026 -0.110 -0.028 0.038 -0.050 0.012 0.187 -0.219 -0.001 -0.003 -0.046 0.205 1.000 -0.011 | -| rho_p | -0.011 0.004 -0.077 0.338 0.012 -0.013 0.006 0.051 -0.008 -0.000 -0.010 -0.006 0.344 0.001 -0.079 -0.128 -0.029 0.004 0.023 0.181 0.036 -0.025 -0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031715178136330735}), (, {'error': 0.18828189575670673}), (, {'error': 0.022164804472607935}), (, {'error': 2.240653061933113}), (, {'error': 0.21416116143003694}), (, {'error': 0.35164079327180486}), (, {'error': 0.17281061032249062}), (, {'error': 0.047514588135530555}), (, {'error': 0.17473302007923253}), (, {'error': 0.029909083305029838}), (, {'error': 0.22857297307823643}), (, {'error': 0.19543982013683125}), (, {'error': 2.729495216968842}), (, {'error': 0.021484478637022186}), (, {'error': 0.025959036143691883}), (, {'error': 0.20837432106791098}), (, {'error': 0.3725839824644348}), (, {'error': 0.1687472440786768}), (, {'error': 0.8773383293794259}), (, {'error': 0.3256939948615666}), (, {'error': 0.09221999177105733}), (, {'error': 0.09607824217333327}), (, {'error': 0.10069919938101357}), (, {'error': 0.26151077026375535})]) -Toy 12/25 -Time taken: 1 h, 37 min -Projected time left: 1 h, 45 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1374 (1374 total) | -| EDM = 1.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297027.02245058614 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.863 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.12 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.54 | 0.04 | | | -2 | 2 | | -| 3 | omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.28 | 0.20 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.04 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 1.00 | 0.07 | | | -2 | 2 | | -| 8 | p4040_p | -2.03 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.52 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.39 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.1 | 1.6 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.649 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -5.49 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.55 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 22.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.40 | 0.30 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.24 | 0.11 | | | -2 | 2 | | -| 21| p3770_p | -2.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.12 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.55 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.068 0.007 -0.001 0.255 -0.076 -0.037 0.019 -0.191 0.034 -0.422 0.032 -0.001 0.042 -0.012 -0.003 -0.088 -0.027 -0.005 -0.005 -0.058 -0.015 -0.148 0.005 | -| p4415_p | -0.068 1.000 0.050 0.008 0.000 -0.113 -0.142 0.061 0.188 0.038 -0.011 -0.166 0.017 0.021 -0.007 -0.014 -0.141 -0.190 -0.022 -0.045 -0.235 0.023 0.286 0.047 | -| bplus_0 | 0.007 0.050 1.000 0.052 0.083 -0.108 -0.018 -0.911 0.018 -0.014 -0.018 -0.068 0.137 -0.006 0.084 -0.023 -0.202 -0.031 0.103 -0.299 -0.242 -0.016 0.038 -0.015 | -| omega_p | -0.001 0.008 0.052 1.000 0.012 -0.007 0.005 -0.044 0.000 -0.001 -0.000 -0.004 0.805 0.000 -0.020 -0.069 -0.021 0.004 0.005 -0.020 -0.037 -0.007 0.001 -0.056 | -| Ctt | 0.255 0.000 0.083 0.012 1.000 -0.378 0.310 0.034 -0.282 -0.017 -0.073 0.189 0.021 -0.018 0.228 -0.019 0.002 0.284 -0.042 -0.069 -0.635 -0.222 -0.303 0.099 | -| Dbar_p | -0.076 -0.113 -0.108 -0.007 -0.378 1.000 -0.132 -0.036 -0.087 -0.003 -0.109 0.055 -0.022 0.054 0.180 -0.001 -0.211 -0.050 -0.029 0.044 0.064 0.307 -0.050 0.036 | -| p4040_s | -0.037 -0.142 -0.018 0.005 0.310 -0.132 1.000 0.036 -0.176 -0.003 0.099 0.197 0.006 -0.008 -0.023 -0.014 -0.154 0.238 -0.034 -0.019 -0.126 -0.130 -0.468 0.058 | -| bplus_1 | 0.019 0.061 -0.911 -0.044 0.034 -0.036 0.036 1.000 0.013 -0.011 -0.021 -0.034 -0.117 -0.004 -0.036 0.027 -0.090 0.002 -0.086 0.246 0.008 -0.078 0.017 -0.004 | -| p4040_p | -0.191 0.188 0.018 0.000 -0.282 -0.087 -0.176 0.013 1.000 0.049 -0.085 -0.047 0.003 0.037 -0.085 -0.002 0.061 0.223 0.002 -0.010 0.018 0.156 0.344 -0.006 | -| DDstar_s | 0.034 0.038 -0.014 -0.001 -0.017 -0.003 -0.003 -0.011 0.049 1.000 0.049 -0.005 -0.004 -0.004 0.089 0.003 0.074 0.002 0.000 0.009 0.026 0.057 0.084 -0.001 | -| p3770_s | -0.422 -0.011 -0.018 -0.000 -0.073 -0.109 0.099 -0.021 -0.085 0.049 1.000 0.024 -0.002 0.045 -0.062 -0.008 0.096 0.038 -0.022 -0.004 0.038 -0.270 -0.038 0.028 | -| p4415_s | 0.032 -0.166 -0.068 -0.004 0.189 0.055 0.197 -0.034 -0.047 -0.005 0.024 1.000 -0.012 -0.002 -0.010 -0.001 -0.012 0.318 -0.017 0.026 0.094 -0.056 -0.055 0.018 | -| omega_s | -0.001 0.017 0.137 0.805 0.021 -0.022 0.006 -0.117 0.003 -0.004 -0.002 -0.012 1.000 -0.001 -0.021 -0.130 -0.048 0.002 -0.002 -0.319 -0.067 -0.012 0.006 0.008 | -| Dbar_s | 0.042 0.021 -0.006 0.000 -0.018 0.054 -0.008 -0.004 0.037 -0.004 0.045 -0.002 -0.001 1.000 0.088 0.001 0.002 -0.004 -0.001 0.003 0.009 0.076 0.056 0.001 | -| jpsi_p | -0.012 -0.007 0.084 -0.020 0.228 0.180 -0.023 -0.036 -0.085 0.089 -0.062 -0.010 -0.021 0.088 1.000 0.015 -0.068 -0.008 0.037 0.011 -0.171 0.014 -0.058 -0.082 | -| phi_p | -0.003 -0.014 -0.023 -0.069 -0.019 -0.001 -0.014 0.027 -0.002 0.003 -0.008 -0.001 -0.130 0.001 0.015 1.000 0.007 -0.015 0.453 0.130 0.067 0.004 -0.003 -0.244 | -| DDstar_p | -0.088 -0.141 -0.202 -0.021 0.002 -0.211 -0.154 -0.090 0.061 0.074 0.096 -0.012 -0.048 0.002 -0.068 0.007 1.000 -0.064 -0.020 0.106 0.289 0.167 0.026 0.004 | -| p4160_s | -0.027 -0.190 -0.031 0.004 0.284 -0.050 0.238 0.002 0.223 0.002 0.038 0.318 0.002 -0.004 -0.008 -0.015 -0.064 1.000 -0.041 -0.013 -0.124 -0.064 -0.181 0.069 | -| phi_s | -0.005 -0.022 0.103 0.005 -0.042 -0.029 -0.034 -0.086 0.002 0.000 -0.022 -0.017 -0.002 -0.001 0.037 0.453 -0.020 -0.041 1.000 -0.015 0.107 -0.001 0.001 -0.154 | -| rho_s | -0.005 -0.045 -0.299 -0.020 -0.069 0.044 -0.019 0.246 -0.010 0.009 -0.004 0.026 -0.319 0.003 0.011 0.130 0.106 -0.013 -0.015 1.000 0.173 0.020 -0.019 0.091 | -| bplus_2 | -0.058 -0.235 -0.242 -0.037 -0.635 0.064 -0.126 0.008 0.018 0.026 0.038 0.094 -0.067 0.009 -0.171 0.067 0.289 -0.124 0.107 0.173 1.000 0.067 -0.030 -0.254 | -| p3770_p | -0.015 0.023 -0.016 -0.007 -0.222 0.307 -0.130 -0.078 0.156 0.057 -0.270 -0.056 -0.012 0.076 0.014 0.004 0.167 -0.064 -0.001 0.020 0.067 1.000 0.153 -0.006 | -| p4160_p | -0.148 0.286 0.038 0.001 -0.303 -0.050 -0.468 0.017 0.344 0.084 -0.038 -0.055 0.006 0.056 -0.058 -0.003 0.026 -0.181 0.001 -0.019 -0.030 0.153 1.000 -0.003 | -| rho_p | 0.005 0.047 -0.015 -0.056 0.099 0.036 0.058 -0.004 -0.006 -0.001 0.028 0.018 0.008 0.001 -0.082 -0.244 0.004 0.069 -0.154 0.091 -0.254 -0.006 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031125880076800172}), (, {'error': 0.15708109566127693}), (, {'error': 0.04091421504804227}), (, {'error': 0.3642474157201554}), (, {'error': 0.2022489250787468}), (, {'error': 0.37532038139048884}), (, {'error': 0.16969345777905448}), (, {'error': 0.07345383520496607}), (, {'error': 0.18376948829275985}), (, {'error': 0.042427782319643614}), (, {'error': 0.22829231399349625}), (, {'error': 0.1943598717152547}), (, {'error': 1.5518838480826536}), (, {'error': 0.034005657203589}), (, {'error': 0.02382851885306625}), (, {'error': 0.150305113332164}), (, {'error': 0.3666326362494674}), (, {'error': 0.17244409027612928}), (, {'error': 0.8985987526506669}), (, {'error': 0.30332312761975666}), (, {'error': 0.1063762356508604}), (, {'error': 0.09310307448652333}), (, {'error': 0.08705982227426645}), (, {'error': 0.27112675596114677})]) -Toy 13/25 -Time taken: 1 h, 46 min -Projected time left: 1 h, 38 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2098 (2098 total) | -| EDM = 0.00012 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297230.77199450193 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.45 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.379 | 0.009 | | | -2 | 2 | | -| 3 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.54 | 0.27 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -3.5 | 1.2 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.645 | 0.018 | | | -2 | 2 | | -| 8 | p4040_p | 3.34 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.5 | 0.4 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.4 | 1.8 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.24 | 0.45 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.25 | 0.41 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 16.1 | 1.7 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.40 | 0.06 | | | -2 | 2 | | -| 21| p3770_p | 3.31 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.16 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.438 -0.372 -0.048 0.727 0.773 -0.319 -0.501 0.627 -0.383 0.600 -0.210 0.025 0.796 0.739 0.025 0.603 0.035 0.037 -0.248 -0.407 0.519 0.616 0.043 | -| p4415_p | 0.438 1.000 -0.279 -0.034 0.455 0.485 -0.366 -0.407 0.511 -0.260 0.478 -0.249 0.011 0.556 0.495 0.015 0.340 -0.023 0.017 -0.171 -0.163 0.369 0.585 0.034 | -| bplus_0 | -0.372 -0.279 1.000 0.084 -0.435 -0.369 0.237 -0.014 -0.383 0.152 -0.374 0.217 -0.018 -0.510 -0.344 -0.013 -0.374 -0.001 -0.034 0.350 0.135 -0.197 -0.371 -0.063 | -| omega_p | -0.048 -0.034 0.084 1.000 -0.048 -0.044 0.031 0.036 -0.050 0.018 -0.050 0.026 0.827 -0.066 -0.055 0.020 -0.050 -0.000 0.040 0.324 0.041 -0.025 -0.048 -0.056 | -| Ctt | 0.727 0.455 -0.435 -0.048 1.000 0.688 -0.177 -0.593 0.628 -0.438 0.660 -0.117 0.023 0.841 0.587 0.026 0.678 0.211 0.035 -0.252 -0.132 0.388 0.506 0.047 | -| Dbar_p | 0.773 0.485 -0.369 -0.044 0.688 1.000 -0.430 -0.495 0.749 -0.370 0.779 -0.251 0.030 0.844 0.852 0.032 0.798 0.024 0.045 -0.254 -0.467 0.713 0.735 0.044 | -| p4040_s | -0.319 -0.366 0.237 0.031 -0.177 -0.430 1.000 0.304 -0.441 0.270 -0.296 0.229 -0.017 -0.405 -0.387 -0.014 -0.350 -0.133 -0.027 0.155 0.241 -0.347 -0.570 -0.025 | -| bplus_1 | -0.501 -0.407 -0.014 0.036 -0.593 -0.495 0.304 1.000 -0.534 0.180 -0.524 0.293 -0.026 -0.683 -0.482 -0.021 -0.509 -0.045 -0.038 0.196 0.210 -0.279 -0.509 -0.027 | -| p4040_p | 0.627 0.511 -0.383 -0.050 0.628 0.749 -0.441 -0.534 1.000 -0.417 0.688 -0.193 0.023 0.810 0.725 0.024 0.579 0.248 0.034 -0.255 -0.395 0.554 0.642 0.046 | -| DDstar_s | -0.383 -0.260 0.152 0.018 -0.438 -0.370 0.270 0.180 -0.417 1.000 -0.436 0.187 -0.018 -0.531 -0.382 -0.017 -0.357 -0.007 -0.027 0.114 0.297 -0.309 -0.420 -0.017 | -| p3770_s | 0.600 0.478 -0.374 -0.050 0.660 0.779 -0.296 -0.524 0.688 -0.436 1.000 -0.222 0.024 0.828 0.757 0.025 0.629 0.086 0.035 -0.256 -0.432 0.428 0.648 0.046 | -| p4415_s | -0.210 -0.249 0.217 0.026 -0.117 -0.251 0.229 0.293 -0.193 0.187 -0.222 1.000 -0.009 -0.276 -0.260 -0.008 -0.202 0.261 -0.015 0.121 0.061 -0.202 -0.255 -0.022 | -| omega_s | 0.025 0.011 -0.018 0.827 0.023 0.030 -0.017 -0.026 0.023 -0.018 0.024 -0.009 1.000 0.033 0.015 -0.028 0.024 -0.006 0.007 -0.012 -0.050 0.018 0.023 0.017 | -| Dbar_s | 0.796 0.556 -0.510 -0.066 0.841 0.844 -0.405 -0.683 0.810 -0.531 0.828 -0.276 0.033 1.000 0.806 0.031 0.792 0.109 0.051 -0.333 -0.499 0.524 0.739 0.057 | -| jpsi_p | 0.739 0.495 -0.344 -0.055 0.587 0.852 -0.387 -0.482 0.725 -0.382 0.757 -0.260 0.015 0.806 1.000 0.014 0.579 0.028 0.022 -0.246 -0.490 0.610 0.726 0.043 | -| phi_p | 0.025 0.015 -0.013 0.020 0.026 0.032 -0.014 -0.021 0.024 -0.017 0.025 -0.008 -0.028 0.031 0.014 1.000 0.022 -0.001 0.889 0.008 -0.026 0.020 0.024 -0.006 | -| DDstar_p | 0.603 0.340 -0.374 -0.050 0.678 0.798 -0.350 -0.509 0.579 -0.357 0.629 -0.202 0.024 0.792 0.579 0.022 1.000 0.036 0.036 -0.248 -0.386 0.454 0.504 0.043 | -| p4160_s | 0.035 -0.023 -0.001 -0.000 0.211 0.024 -0.133 -0.045 0.248 -0.007 0.086 0.261 -0.006 0.109 0.028 -0.001 0.036 1.000 -0.010 0.001 0.056 0.001 -0.015 0.005 | -| phi_s | 0.037 0.017 -0.034 0.040 0.035 0.045 -0.027 -0.038 0.034 -0.027 0.035 -0.015 0.007 0.051 0.022 0.889 0.036 -0.010 1.000 -0.014 -0.077 0.026 0.035 0.003 | -| rho_s | -0.248 -0.171 0.350 0.324 -0.252 -0.254 0.155 0.196 -0.255 0.114 -0.256 0.121 -0.012 -0.333 -0.246 0.008 -0.248 0.001 -0.014 1.000 0.228 -0.147 -0.244 -0.133 | -| bplus_2 | -0.407 -0.163 0.135 0.041 -0.132 -0.467 0.241 0.210 -0.395 0.297 -0.432 0.061 -0.050 -0.499 -0.490 -0.026 -0.386 0.056 -0.077 0.228 1.000 -0.294 -0.370 -0.013 | -| p3770_p | 0.519 0.369 -0.197 -0.025 0.388 0.713 -0.347 -0.279 0.554 -0.309 0.428 -0.202 0.018 0.524 0.610 0.020 0.454 0.001 0.026 -0.147 -0.294 1.000 0.576 0.025 | -| p4160_p | 0.616 0.585 -0.371 -0.048 0.506 0.735 -0.570 -0.509 0.642 -0.420 0.648 -0.255 0.023 0.739 0.726 0.024 0.504 -0.015 0.035 -0.244 -0.370 0.576 1.000 0.043 | -| rho_p | 0.043 0.034 -0.063 -0.056 0.047 0.044 -0.025 -0.027 0.046 -0.017 0.046 -0.022 0.017 0.057 0.043 -0.006 0.043 0.005 0.003 -0.133 -0.013 0.025 0.043 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05297766481791033}), (, {'error': 0.2090206357755897}), (, {'error': 0.00884239489710903}), (, {'error': 0.414547810033278}), (, {'error': 0.27408564987936546}), (, {'error': 1.1613678801093847}), (, {'error': 0.1783624459773846}), (, {'error': 0.018443130700816823}), (, {'error': 0.28913758969693504}), (, {'error': 0.3913815030763162}), (, {'error': 0.4066055068384733}), (, {'error': 0.19440540986552396}), (, {'error': 1.7756540759747828}), (, {'error': 0.45363415650409156}), (, {'error': 0.05178212976882213}), (, {'error': 0.41389198039922137}), (, {'error': 7.779036646610273}), (, {'error': 0.16003505635805726}), (, {'error': 1.6500847523529858}), (, {'error': 0.3991114527268058}), (, {'error': 0.05836054172239458}), (, {'error': 0.15679588332863137}), (, {'error': 0.1651391634350241}), (, {'error': 0.253680825718654})]) -Toy 14/25 -Time taken: 1 h, 57 min -Projected time left: 1 h, 32 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1432 (1432 total) | -| EDM = 0.000229 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297031.7767589254 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.799 | 0.021 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.40 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.429 | 0.008 | | | -2 | 2 | | -| 3 | omega_p | 6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.32 | 0.15 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 3.73 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.57 | 0.16 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.834 | 0.017 | | | -2 | 2 | | -| 8 | p4040_p | 3.96 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.52 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.88 | 0.16 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 0.98 | 0.14 | | |0.126447 | 2.35355 | | -| 12| omega_s | 5.4 | 0.7 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.701 | 0.018 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 5.73 | 0.12 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 5.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.35 | 0.14 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 16.5 | 0.6 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.00 | 0.22 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.26 | 0.06 | | | -2 | 2 | | -| 21| p3770_p | -2.92 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.09 | 0.06 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.58 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.054 -0.089 0.000 0.159 0.184 0.052 -0.091 0.004 0.058 -0.128 0.025 0.005 0.108 0.049 0.006 -0.121 0.043 -0.006 -0.027 -0.112 -0.097 0.004 0.031 | -| p4415_p | 0.054 1.000 -0.580 0.000 0.515 0.407 0.441 -0.585 0.349 0.543 0.207 0.245 0.034 0.618 -0.199 0.028 -0.601 0.368 -0.015 -0.152 -0.508 -0.569 0.124 0.145 | -| bplus_0 | -0.089 -0.580 1.000 -0.001 -0.802 -0.586 -0.708 0.843 -0.461 -0.824 -0.281 -0.377 -0.055 -0.933 0.344 -0.035 0.867 -0.640 0.009 0.243 0.794 0.879 -0.058 -0.186 | -| omega_p | 0.000 0.000 -0.001 1.000 0.001 0.000 0.000 -0.001 0.000 0.001 0.000 0.000 -0.043 0.001 -0.000 -0.000 -0.001 0.000 -0.001 -0.002 -0.001 -0.001 0.000 0.009 | -| Ctt | 0.159 0.515 -0.802 0.001 1.000 0.591 0.701 -0.808 0.358 0.787 0.256 0.434 0.047 0.862 -0.355 0.034 -0.829 0.645 -0.012 -0.203 -0.688 -0.813 -0.024 0.178 | -| Dbar_p | 0.184 0.407 -0.586 0.000 0.591 1.000 0.488 -0.589 0.380 0.604 0.331 0.249 0.037 0.604 -0.061 0.031 -0.543 0.430 -0.010 -0.156 -0.576 -0.535 0.153 0.145 | -| p4040_s | 0.052 0.441 -0.708 0.000 0.701 0.488 1.000 -0.714 0.344 0.672 0.279 0.354 0.042 0.776 -0.263 0.035 -0.733 0.533 -0.019 -0.188 -0.676 -0.726 -0.097 0.180 | -| bplus_1 | -0.091 -0.585 0.843 -0.001 -0.808 -0.589 -0.714 1.000 -0.465 -0.829 -0.285 -0.379 -0.052 -0.939 0.344 -0.036 0.873 -0.646 0.011 0.227 0.800 0.885 -0.060 -0.187 | -| p4040_p | 0.004 0.349 -0.461 0.000 0.358 0.380 0.344 -0.465 1.000 0.443 0.116 0.241 0.027 0.487 -0.155 0.021 -0.487 0.481 -0.011 -0.120 -0.411 -0.437 0.104 0.111 | -| DDstar_s | 0.058 0.543 -0.824 0.001 0.787 0.604 0.672 -0.829 0.443 1.000 0.271 0.368 0.049 0.911 -0.373 0.037 -0.851 0.616 -0.016 -0.213 -0.789 -0.852 0.026 0.196 | -| p3770_s | -0.128 0.207 -0.281 0.000 0.256 0.331 0.279 -0.285 0.116 0.271 1.000 0.136 0.016 0.318 -0.039 0.015 -0.327 0.235 -0.013 -0.080 -0.270 -0.343 0.036 0.079 | -| p4415_s | 0.025 0.245 -0.377 0.000 0.434 0.249 0.354 -0.379 0.241 0.368 0.136 1.000 0.023 0.435 -0.184 0.019 -0.384 0.368 -0.011 -0.102 -0.396 -0.417 0.084 0.098 | -| omega_s | 0.005 0.034 -0.055 -0.043 0.047 0.037 0.042 -0.052 0.027 0.049 0.016 0.023 1.000 0.056 -0.025 -0.014 -0.053 0.038 0.017 -0.303 -0.051 -0.053 0.003 0.124 | -| Dbar_s | 0.108 0.618 -0.933 0.001 0.862 0.604 0.776 -0.939 0.487 0.911 0.318 0.435 0.056 1.000 -0.347 0.043 -0.952 0.707 -0.018 -0.242 -0.878 -0.941 0.053 0.222 | -| jpsi_p | 0.049 -0.199 0.344 -0.000 -0.355 -0.061 -0.263 0.344 -0.155 -0.373 -0.039 -0.184 -0.025 -0.347 1.000 -0.015 0.302 -0.258 -0.011 0.081 0.300 0.338 0.048 -0.061 | -| phi_p | 0.006 0.028 -0.035 -0.000 0.034 0.031 0.035 -0.036 0.021 0.037 0.015 0.019 -0.014 0.043 -0.015 1.000 -0.040 0.031 0.250 -0.004 -0.027 -0.041 0.003 0.053 | -| DDstar_p | -0.121 -0.601 0.867 -0.001 -0.829 -0.543 -0.733 0.873 -0.487 -0.851 -0.327 -0.384 -0.053 -0.952 0.302 -0.040 1.000 -0.661 0.015 0.225 0.833 0.881 -0.111 -0.205 | -| p4160_s | 0.043 0.368 -0.640 0.000 0.645 0.430 0.533 -0.646 0.481 0.616 0.235 0.368 0.038 0.707 -0.258 0.031 -0.661 1.000 -0.019 -0.171 -0.606 -0.664 -0.000 0.164 | -| phi_s | -0.006 -0.015 0.009 -0.001 -0.012 -0.010 -0.019 0.011 -0.011 -0.016 -0.013 -0.011 0.017 -0.018 -0.011 0.250 0.015 -0.019 1.000 0.014 -0.013 0.017 -0.003 0.052 | -| rho_s | -0.027 -0.152 0.243 -0.002 -0.203 -0.156 -0.188 0.227 -0.120 -0.213 -0.080 -0.102 -0.303 -0.242 0.081 -0.004 0.225 -0.171 0.014 1.000 0.201 0.228 -0.015 0.059 | -| bplus_2 | -0.112 -0.508 0.794 -0.001 -0.688 -0.576 -0.676 0.800 -0.411 -0.789 -0.270 -0.396 -0.051 -0.878 0.300 -0.027 0.833 -0.606 -0.013 0.201 1.000 0.828 -0.022 -0.124 | -| p3770_p | -0.097 -0.569 0.879 -0.001 -0.813 -0.535 -0.726 0.885 -0.437 -0.852 -0.343 -0.417 -0.053 -0.941 0.338 -0.041 0.881 -0.664 0.017 0.228 0.828 1.000 -0.014 -0.212 | -| p4160_p | 0.004 0.124 -0.058 0.000 -0.024 0.153 -0.097 -0.060 0.104 0.026 0.036 0.084 0.003 0.053 0.048 0.003 -0.111 -0.000 -0.003 -0.015 -0.022 -0.014 1.000 0.015 | -| rho_p | 0.031 0.145 -0.186 0.009 0.178 0.145 0.180 -0.187 0.111 0.196 0.079 0.098 0.124 0.222 -0.061 0.053 -0.205 0.164 0.052 0.059 -0.124 -0.212 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.021019796921587286}), (, {'error': 0.1852933750889072}), (, {'error': 0.008459221097010694}), (, {'error': 0.04246122216073722}), (, {'error': 0.14537398689324443}), (, {'error': 0.193129382479019}), (, {'error': 0.16472693584505724}), (, {'error': 0.016980377454639095}), (, {'error': 0.22826610202264863}), (, {'error': 0.5168864765316117}), (, {'error': 0.158163588440269}), (, {'error': 0.13720290099722832}), (, {'error': 0.6692803482124767}), (, {'error': 0.30030522552974614}), (, {'error': 0.018130366345844973}), (, {'error': 0.1234509293860544}), (, {'error': 0.4976896291214299}), (, {'error': 0.14092938776947506}), (, {'error': 0.627948239628461}), (, {'error': 0.22083487496177573}), (, {'error': 0.058536237452727846}), (, {'error': 0.20328300795708354}), (, {'error': 0.05847036912649717}), (, {'error': 0.2589450638941053})]) -Toy 15/25 -Time taken: 2 h, 6 min -Projected time left: 1 h, 24 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1405 (1405 total) | -| EDM = 0.00245 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297277.63742276287 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.939 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 3 | omega_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.68 | 0.19 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.77 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.85 | 0.07 | | | -2 | 2 | | -| 8 | p4040_p | 4.04 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.23 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.5 | 1.6 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.591 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -5.72 | 0.27 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -1.80 | 0.31 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 18.2 | 1.4 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.18 | 0.09 | | | -2 | 2 | | -| 21| p3770_p | 3.78 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.30 | 0.58 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.059 -0.017 -0.003 0.227 0.021 0.026 0.038 -0.205 0.013 -0.440 0.046 -0.005 0.050 -0.002 -0.005 -0.153 -0.053 -0.008 0.007 -0.043 -0.044 -0.134 0.002 | -| p4415_p | -0.059 1.000 -0.013 0.012 0.025 0.008 -0.151 0.087 0.153 0.009 -0.007 -0.177 0.016 0.045 0.030 -0.021 -0.203 -0.070 -0.033 -0.006 -0.231 0.048 0.296 0.064 | -| bplus_0 | -0.017 -0.013 1.000 0.089 0.031 0.000 -0.041 -0.945 -0.016 -0.004 -0.017 -0.030 0.218 0.025 0.101 -0.022 -0.132 -0.032 0.077 -0.415 -0.127 0.046 0.021 0.158 | -| omega_p | -0.003 0.012 0.089 1.000 0.017 0.001 0.005 -0.082 0.003 -0.001 0.003 -0.008 0.816 0.003 -0.030 -0.041 -0.027 0.008 0.014 -0.127 -0.060 -0.004 0.004 -0.017 | -| Ctt | 0.227 0.025 0.031 0.017 1.000 0.002 0.348 0.041 -0.260 -0.005 -0.131 0.189 0.021 0.120 0.299 -0.024 -0.080 0.247 -0.047 -0.001 -0.675 -0.212 -0.351 0.115 | -| Dbar_p | 0.021 0.008 0.000 0.001 0.002 1.000 -0.003 -0.004 0.012 -0.001 0.020 0.000 0.000 0.021 0.043 0.000 0.008 0.000 -0.000 0.000 0.000 0.033 0.021 0.001 | -| p4040_s | 0.026 -0.151 -0.041 0.005 0.348 -0.003 1.000 0.024 -0.199 -0.005 0.116 0.216 0.000 0.017 0.023 -0.014 -0.152 0.035 -0.029 0.022 -0.107 -0.141 -0.513 0.045 | -| bplus_1 | 0.038 0.087 -0.945 -0.082 0.041 -0.004 0.024 1.000 0.049 -0.009 -0.012 -0.067 -0.199 0.014 -0.004 0.026 -0.126 0.010 -0.067 0.367 -0.061 -0.059 0.048 -0.151 | -| p4040_p | -0.205 0.153 -0.016 0.003 -0.260 0.012 -0.199 0.049 1.000 0.013 -0.064 -0.011 0.005 0.059 -0.060 -0.010 -0.060 0.324 -0.014 -0.003 -0.020 0.173 0.174 0.019 | -| DDstar_s | 0.013 0.009 -0.004 -0.001 -0.005 -0.001 -0.005 -0.009 0.013 1.000 0.018 -0.000 -0.002 0.000 0.040 0.001 0.030 0.001 -0.000 0.004 0.010 0.026 0.027 -0.001 | -| p3770_s | -0.440 -0.007 -0.017 0.003 -0.131 0.020 0.116 -0.012 -0.064 0.018 1.000 0.029 0.002 0.062 -0.052 -0.014 0.011 0.024 -0.022 0.006 0.036 -0.248 -0.040 0.029 | -| p4415_s | 0.046 -0.177 -0.030 -0.008 0.189 0.000 0.216 -0.067 -0.011 -0.000 0.029 1.000 -0.016 -0.026 -0.035 0.004 0.032 0.338 0.000 0.029 0.147 -0.100 -0.143 -0.017 | -| omega_s | -0.005 0.016 0.218 0.816 0.021 0.000 0.000 -0.199 0.005 -0.002 0.002 -0.016 1.000 0.008 -0.027 -0.109 -0.060 0.006 -0.017 -0.371 -0.092 -0.001 0.011 0.203 | -| Dbar_s | 0.050 0.045 0.025 0.003 0.120 0.021 0.017 0.014 0.059 0.000 0.062 -0.026 0.008 1.000 -0.008 0.002 0.071 0.021 0.007 -0.020 -0.018 -0.045 0.043 -0.002 | -| jpsi_p | -0.002 0.030 0.101 -0.030 0.299 0.043 0.023 -0.004 -0.060 0.040 -0.052 -0.035 -0.027 -0.008 1.000 0.011 -0.131 -0.003 0.031 -0.033 -0.184 -0.073 -0.034 -0.085 | -| phi_p | -0.005 -0.021 -0.022 -0.041 -0.024 0.000 -0.014 0.026 -0.010 0.001 -0.014 0.004 -0.109 0.002 0.011 1.000 0.005 -0.021 0.789 0.020 0.082 0.005 -0.006 -0.250 | -| DDstar_p | -0.153 -0.203 -0.132 -0.027 -0.080 0.008 -0.152 -0.126 -0.060 0.030 0.011 0.032 -0.060 0.071 -0.131 0.005 1.000 -0.080 -0.013 0.115 0.255 0.135 -0.056 -0.038 | -| p4160_s | -0.053 -0.070 -0.032 0.008 0.247 0.000 0.035 0.010 0.324 0.001 0.024 0.338 0.006 0.021 -0.003 -0.021 -0.080 1.000 -0.039 0.020 -0.153 -0.043 -0.125 0.067 | -| phi_s | -0.008 -0.033 0.077 0.014 -0.047 -0.000 -0.029 -0.067 -0.014 -0.000 -0.022 0.000 -0.017 0.007 0.031 0.789 -0.013 -0.039 1.000 -0.059 0.116 0.013 -0.002 -0.164 | -| rho_s | 0.007 -0.006 -0.415 -0.127 -0.001 0.000 0.022 0.367 -0.003 0.004 0.006 0.029 -0.371 -0.020 -0.033 0.020 0.115 0.020 -0.059 1.000 0.054 -0.018 -0.025 0.024 | -| bplus_2 | -0.043 -0.231 -0.127 -0.060 -0.675 0.000 -0.107 -0.061 -0.020 0.010 0.036 0.147 -0.092 -0.018 -0.184 0.082 0.255 -0.153 0.116 0.054 1.000 0.077 -0.036 -0.295 | -| p3770_p | -0.044 0.048 0.046 -0.004 -0.212 0.033 -0.141 -0.059 0.173 0.026 -0.248 -0.100 -0.001 -0.045 -0.073 0.005 0.135 -0.043 0.013 -0.018 0.077 1.000 0.183 -0.023 | -| p4160_p | -0.134 0.296 0.021 0.004 -0.351 0.021 -0.513 0.048 0.174 0.027 -0.040 -0.143 0.011 0.043 -0.034 -0.006 -0.056 -0.125 -0.002 -0.025 -0.036 0.183 1.000 0.008 | -| rho_p | 0.002 0.064 0.158 -0.017 0.115 0.001 0.045 -0.151 0.019 -0.001 0.029 -0.017 0.203 -0.002 -0.085 -0.250 -0.038 0.067 -0.164 0.024 -0.295 -0.023 0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03122194481945595}), (, {'error': 0.17925172459022032}), (, {'error': 0.03725959130183443}), (, {'error': 0.38904756449868527}), (, {'error': 0.19253295739803944}), (, {'error': 0.051722520350975465}), (, {'error': 0.17559164430661728}), (, {'error': 0.06859309771226463}), (, {'error': 0.2362716031563501}), (, {'error': 0.019427151692970768}), (, {'error': 0.23904678356222586}), (, {'error': 0.20199432407152662}), (, {'error': 1.6376958238455286}), (, {'error': 0.08599089964312523}), (, {'error': 0.023291347213016955}), (, {'error': 0.2718107227944535}), (, {'error': 0.305186089741337}), (, {'error': 0.17066491255349026}), (, {'error': 1.4160795291694015}), (, {'error': 0.3468599514411631}), (, {'error': 0.09037640238571187}), (, {'error': 0.09250837068815532}), (, {'error': 0.09745628069504608}), (, {'error': 0.5844777306144384})]) -Toy 16/25 -Time taken: 2 h, 15 min -Projected time left: 1 h, 16 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=311 (311 total) | -| EDM = 1.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297033.788896627 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.901 | 0.023 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.30 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.489 | 0.005 | | | -2 | 2 | | -| 3 | omega_p | 0.93 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.75 | 0.09 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 5.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.05 | 0.12 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.931 | 0.009 | | | -2 | 2 | | -| 8 | p4040_p | -2.15 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.36 | 0.16 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.05 | 0.14 | | |0.126447 | 2.35355 | | -| 12| omega_s | 7.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.655 | 0.019 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.24 | 2.64 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -2.03 | 0.14 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.66 | 0.12 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 20 | 7 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.88 | 0.22 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.25 | 0.04 | | | -2 | 2 | | -| 21| p3770_p | -2.47 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.08 | 0.06 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.43 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.042 -0.013 -0.017 0.105 0.022 -0.068 -0.014 -0.107 0.009 -0.295 -0.008 0.004 0.017 -0.012 -0.041 -0.134 -0.053 -0.041 -0.003 0.039 0.039 -0.061 -0.012 | -| p4415_p | -0.042 1.000 0.026 0.011 -0.050 -0.031 -0.087 0.038 0.080 0.005 0.005 -0.038 -0.006 0.005 -0.010 0.026 -0.064 -0.133 0.025 -0.003 -0.117 0.032 0.129 0.027 | -| bplus_0 | -0.013 0.026 1.000 -0.058 0.012 -0.178 -0.060 -0.321 0.045 -0.010 -0.029 -0.105 0.035 -0.000 0.118 -0.139 -0.232 -0.084 -0.135 -0.047 -0.116 0.001 0.064 -0.104 | -| omega_p | -0.017 0.011 -0.058 1.000 0.006 0.029 0.015 -0.022 -0.007 0.002 0.004 0.011 0.440 0.003 -0.141 0.384 -0.007 0.023 0.384 0.231 -0.128 -0.015 -0.009 0.172 | -| Ctt | 0.105 -0.050 0.012 0.006 1.000 -0.135 0.125 0.022 -0.217 0.003 -0.119 0.171 -0.003 0.008 0.130 0.016 0.059 0.149 0.016 0.002 -0.349 -0.079 -0.229 -0.007 | -| Dbar_p | 0.022 -0.031 -0.178 0.029 -0.135 1.000 -0.049 -0.174 -0.023 -0.008 0.006 -0.014 -0.014 0.009 0.182 0.070 -0.157 -0.029 0.069 0.011 -0.121 0.182 0.020 0.030 | -| p4040_s | -0.068 -0.087 -0.060 0.015 0.125 -0.049 1.000 -0.052 -0.055 0.002 0.069 0.065 -0.009 0.004 -0.031 0.038 -0.149 0.030 0.036 0.000 -0.031 -0.015 -0.289 0.032 | -| bplus_1 | -0.014 0.038 -0.321 -0.022 0.022 -0.174 -0.052 1.000 0.049 -0.010 -0.029 -0.108 0.012 -0.000 0.080 -0.053 -0.240 -0.078 -0.052 -0.006 -0.138 -0.012 0.068 -0.074 | -| p4040_p | -0.107 0.080 0.045 -0.007 -0.217 -0.023 -0.055 0.049 1.000 0.009 -0.077 0.042 0.002 0.012 -0.015 -0.017 -0.004 0.249 -0.018 -0.005 -0.040 0.089 0.103 -0.002 | -| DDstar_s | 0.009 0.005 -0.010 0.002 0.003 -0.008 0.002 -0.010 0.009 1.000 0.011 -0.004 -0.001 -0.001 0.016 0.005 -0.001 -0.001 0.004 0.001 -0.001 0.009 0.016 0.002 | -| p3770_s | -0.295 0.005 -0.029 0.004 -0.119 0.006 0.069 -0.029 -0.077 0.011 1.000 0.013 -0.005 0.019 -0.013 0.010 -0.052 0.027 0.009 -0.005 -0.037 -0.157 -0.022 0.017 | -| p4415_s | -0.008 -0.038 -0.105 0.011 0.171 -0.014 0.065 -0.108 0.042 -0.004 0.013 1.000 -0.006 -0.002 -0.013 0.026 -0.099 0.145 0.025 0.004 0.044 -0.028 0.092 0.012 | -| omega_s | 0.004 -0.006 0.035 0.440 -0.003 -0.014 -0.009 0.012 0.002 -0.001 -0.005 -0.006 1.000 -0.001 0.054 -0.175 -0.002 -0.012 -0.172 -0.135 0.062 0.006 0.002 -0.043 | -| Dbar_s | 0.017 0.005 -0.000 0.003 0.008 0.009 0.004 -0.000 0.012 -0.001 0.019 -0.002 -0.001 1.000 0.016 0.006 0.009 0.001 0.006 0.000 0.002 0.013 0.016 0.003 | -| jpsi_p | -0.012 -0.010 0.118 -0.141 0.130 0.182 -0.031 0.080 -0.015 0.016 -0.013 -0.013 0.054 0.016 1.000 -0.345 -0.050 -0.032 -0.342 -0.015 0.104 0.019 -0.000 -0.204 | -| phi_p | -0.041 0.026 -0.139 0.384 0.016 0.070 0.038 -0.053 -0.017 0.005 0.010 0.026 -0.175 0.006 -0.345 1.000 -0.015 0.056 0.996 0.089 -0.311 -0.037 -0.021 0.399 | -| DDstar_p | -0.134 -0.064 -0.232 -0.007 0.059 -0.157 -0.149 -0.240 -0.004 -0.001 -0.052 -0.099 -0.002 0.009 -0.050 -0.015 1.000 -0.098 -0.015 0.011 -0.018 0.049 -0.043 -0.022 | -| p4160_s | -0.053 -0.133 -0.084 0.023 0.149 -0.029 0.030 -0.078 0.249 -0.001 0.027 0.145 -0.012 0.001 -0.032 0.056 -0.098 1.000 0.054 0.002 -0.062 -0.012 -0.061 0.039 | -| phi_s | -0.041 0.025 -0.135 0.384 0.016 0.069 0.036 -0.052 -0.018 0.004 0.009 0.025 -0.172 0.006 -0.342 0.996 -0.015 0.054 1.000 0.087 -0.304 -0.036 -0.022 0.401 | -| rho_s | -0.003 -0.003 -0.047 0.231 0.002 0.011 0.000 -0.006 -0.005 0.001 -0.005 0.004 -0.135 0.000 -0.015 0.089 0.011 0.002 0.087 1.000 -0.002 -0.003 -0.007 0.175 | -| bplus_2 | 0.039 -0.117 -0.116 -0.128 -0.349 -0.121 -0.031 -0.138 -0.040 -0.001 -0.037 0.044 0.062 0.002 0.104 -0.311 -0.018 -0.062 -0.304 -0.002 1.000 -0.017 -0.067 -0.273 | -| p3770_p | 0.039 0.032 0.001 -0.015 -0.079 0.182 -0.015 -0.012 0.089 0.009 -0.157 -0.028 0.006 0.013 0.019 -0.037 0.049 -0.012 -0.036 -0.003 -0.017 1.000 0.082 -0.027 | -| p4160_p | -0.061 0.129 0.064 -0.009 -0.229 0.020 -0.289 0.068 0.103 0.016 -0.022 0.092 0.002 0.016 -0.000 -0.021 -0.043 -0.061 -0.022 -0.007 -0.067 0.082 1.000 -0.001 | -| rho_p | -0.012 0.027 -0.104 0.172 -0.007 0.030 0.032 -0.074 -0.002 0.002 0.017 0.012 -0.043 0.003 -0.204 0.399 -0.022 0.039 0.401 0.175 -0.273 -0.027 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.023061086815042486}), (, {'error': 0.1516682464881054}), (, {'error': 0.004753794323623883}), (, {'error': 0.18712333174512086}), (, {'error': 0.09256622137385395}), (, {'error': 0.15872567994048925}), (, {'error': 0.11749744020043901}), (, {'error': 0.009086624094038376}), (, {'error': 0.1259651544423055}), (, {'error': 0.016788561931242174}), (, {'error': 0.1640909889717146}), (, {'error': 0.14002148857086127}), (, {'error': 1.0142224555252985}), (, {'error': 0.012692987210386808}), (, {'error': 0.019450243776983456}), (, {'error': 2.6358085070386554}), (, {'error': 0.14205194172238222}), (, {'error': 0.11749837957834597}), (, {'error': 6.860743013778308}), (, {'error': 0.22403174358178324}), (, {'error': 0.04370786120233916}), (, {'error': 0.07167247023342527}), (, {'error': 0.05709967014468953}), (, {'error': 0.17430283557694493})]) -Toy 17/25 -Time taken: 2 h, 20 min -Projected time left: 1 h, 6 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1264 (1264 total) | -| EDM = 0.00104 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297301.10485159623 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.803 | 0.030 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.29 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.429 | 0.015 | | | -2 | 2 | | -| 3 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.31 | 0.29 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -2.4 | 0.8 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.67 | 0.16 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.809 | 0.030 | | | -2 | 2 | | -| 8 | p4040_p | 3.43 | 0.32 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.48 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.38 | 0.17 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.30 | 0.36 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 1.04 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 0.05 | 0.52 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.05 | 0.19 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 22.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.22 | 0.28 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.29 | 0.06 | | | -2 | 2 | | -| 21| p3770_p | 3.60 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.35 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.064 -0.001 -0.000 0.100 0.075 0.041 0.000 -0.023 -0.026 -0.179 0.004 -0.000 -0.009 0.203 0.004 -0.234 -0.035 -0.002 -0.003 0.035 0.046 0.099 0.001 | -| p4415_p | 0.064 1.000 0.347 -0.000 0.314 0.357 -0.057 0.363 0.355 0.229 0.216 -0.127 0.057 0.379 -0.087 -0.001 -0.190 0.179 0.075 -0.070 -0.031 -0.287 0.229 -0.127 | -| bplus_0 | -0.001 0.347 1.000 -0.001 0.780 0.801 0.155 0.616 0.537 0.563 0.266 -0.121 0.143 0.866 -0.569 0.012 0.225 0.466 0.237 -0.118 0.078 -0.773 -0.205 -0.385 | -| omega_p | -0.000 -0.000 -0.001 1.000 -0.001 -0.001 -0.000 -0.001 -0.001 -0.000 -0.000 0.000 -0.071 -0.001 0.001 0.003 0.000 -0.000 -0.002 -0.007 -0.000 0.001 -0.000 0.019 | -| Ctt | 0.100 0.314 0.780 -0.001 1.000 0.856 0.318 0.796 0.514 0.652 0.254 0.030 0.125 0.887 -0.651 0.002 0.325 0.563 0.201 -0.105 -0.041 -0.821 -0.375 -0.329 | -| Dbar_p | 0.075 0.357 0.801 -0.001 0.856 1.000 0.160 0.814 0.606 0.677 0.380 -0.081 0.134 0.886 -0.524 0.006 0.416 0.509 0.222 -0.095 0.225 -0.790 -0.212 -0.361 | -| p4040_s | 0.041 -0.057 0.155 -0.000 0.318 0.160 1.000 0.160 0.028 0.113 0.162 0.076 0.027 0.235 -0.157 -0.003 -0.004 -0.033 0.038 -0.026 0.042 -0.251 -0.364 -0.065 | -| bplus_1 | 0.000 0.363 0.616 -0.001 0.796 0.814 0.160 1.000 0.552 0.569 0.270 -0.128 0.117 0.880 -0.565 0.013 0.228 0.478 0.210 -0.060 0.094 -0.790 -0.206 -0.349 | -| p4040_p | -0.023 0.355 0.537 -0.001 0.514 0.606 0.028 0.552 1.000 0.419 0.261 0.016 0.090 0.609 -0.276 0.001 -0.007 0.547 0.135 -0.083 0.102 -0.489 -0.123 -0.225 | -| DDstar_s | -0.026 0.229 0.563 -0.000 0.652 0.677 0.113 0.569 0.419 1.000 0.230 -0.073 0.093 0.714 -0.499 0.003 0.286 0.377 0.162 -0.056 0.167 -0.624 -0.202 -0.261 | -| p3770_s | -0.179 0.216 0.266 -0.000 0.254 0.380 0.162 0.270 0.261 0.230 1.000 -0.019 0.046 0.299 -0.016 0.000 -0.064 0.207 0.060 -0.054 0.095 -0.324 0.026 -0.108 | -| p4415_s | 0.004 -0.127 -0.121 0.000 0.030 -0.081 0.076 -0.128 0.016 -0.073 -0.019 1.000 -0.018 -0.062 -0.005 -0.002 -0.010 0.189 -0.027 0.020 0.078 0.031 -0.035 0.042 | -| omega_s | -0.000 0.057 0.143 -0.071 0.125 0.134 0.027 0.117 0.090 0.093 0.046 -0.018 1.000 0.143 -0.094 -0.077 0.037 0.078 0.029 -0.434 0.023 -0.129 -0.034 -0.136 | -| Dbar_s | -0.009 0.379 0.866 -0.001 0.887 0.886 0.235 0.880 0.609 0.714 0.299 -0.062 0.143 1.000 -0.651 0.005 0.258 0.572 0.239 -0.100 0.190 -0.908 -0.298 -0.388 | -| jpsi_p | 0.203 -0.087 -0.569 0.001 -0.651 -0.524 -0.157 -0.565 -0.276 -0.499 -0.016 -0.005 -0.094 -0.651 1.000 -0.004 -0.532 -0.363 -0.171 0.049 -0.014 0.627 0.431 0.260 | -| phi_p | 0.004 -0.001 0.012 0.003 0.002 0.006 -0.003 0.013 0.001 0.003 0.000 -0.002 -0.077 0.005 -0.004 1.000 -0.012 -0.005 0.315 0.228 0.059 -0.002 0.005 -0.124 | -| DDstar_p | -0.234 -0.190 0.225 0.000 0.325 0.416 -0.004 0.228 -0.007 0.286 -0.064 -0.010 0.037 0.258 -0.532 -0.012 1.000 0.082 0.057 -0.026 0.030 -0.298 -0.426 -0.100 | -| p4160_s | -0.035 0.179 0.466 -0.000 0.563 0.509 -0.033 0.478 0.547 0.377 0.207 0.189 0.078 0.572 -0.363 -0.005 0.082 1.000 0.109 -0.081 0.036 -0.505 -0.189 -0.186 | -| phi_s | -0.002 0.075 0.237 -0.002 0.201 0.222 0.038 0.210 0.135 0.162 0.060 -0.027 0.029 0.239 -0.171 0.315 0.057 0.109 1.000 0.036 0.169 -0.212 -0.062 -0.200 | -| rho_s | -0.003 -0.070 -0.118 -0.007 -0.105 -0.095 -0.026 -0.060 -0.083 -0.056 -0.054 0.020 -0.434 -0.100 0.049 0.228 -0.026 -0.081 0.036 1.000 0.169 0.093 0.014 0.016 | -| bplus_2 | 0.035 -0.031 0.078 -0.000 -0.041 0.225 0.042 0.094 0.102 0.167 0.095 0.078 0.023 0.190 -0.014 0.059 0.030 0.036 0.169 0.169 1.000 -0.172 -0.067 -0.250 | -| p3770_p | 0.046 -0.287 -0.773 0.001 -0.821 -0.790 -0.251 -0.790 -0.489 -0.624 -0.324 0.031 -0.129 -0.908 0.627 -0.002 -0.298 -0.505 -0.212 0.093 -0.172 1.000 0.355 0.343 | -| p4160_p | 0.099 0.229 -0.205 -0.000 -0.375 -0.212 -0.364 -0.206 -0.123 -0.202 0.026 -0.035 -0.034 -0.298 0.431 0.005 -0.426 -0.189 -0.062 0.014 -0.067 0.355 1.000 0.100 | -| rho_p | 0.001 -0.127 -0.385 0.019 -0.329 -0.361 -0.065 -0.349 -0.225 -0.261 -0.108 0.042 -0.136 -0.388 0.260 -0.124 -0.100 -0.186 -0.200 0.016 -0.250 0.343 0.100 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03012040389567172}), (, {'error': 0.16617504972481845}), (, {'error': 0.015098782802043909}), (, {'error': 0.06920507368333073}), (, {'error': 0.290414499774324}), (, {'error': 0.8311885134688246}), (, {'error': 0.16136979492296327}), (, {'error': 0.03041911004807374}), (, {'error': 0.3161623284347801}), (, {'error': 0.38934818553332673}), (, {'error': 0.24073973237786706}), (, {'error': 0.17438274998777936}), (, {'error': 0.904015432939044}), (, {'error': 0.357511066753243}), (, {'error': 0.03503798564622329}), (, {'error': 0.11146979346377872}), (, {'error': 0.5151553051942033}), (, {'error': 0.18569450486752936}), (, {'error': 0.882012241851239}), (, {'error': 0.2753036676167923}), (, {'error': 0.05860379980320096}), (, {'error': 0.2599530621998811}), (, {'error': 0.10984385700959276}), (, {'error': 0.3272692134966513})]) -Toy 18/25 -Time taken: 2 h, 28 min -Projected time left: 57 min, 52 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1409 (1409 total) | -| EDM = 8.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297184.2573123577 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 3.91 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.448 | 0.018 | | | -2 | 2 | | -| 3 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.36 | 0.23 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 0.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 8 | p4040_p | 3.53 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.30 | 0.26 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.73 | 0.18 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.582 | 0.030 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -6.3 | 1.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.73 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 17.7 | 2.3 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.16 | 0.08 | | | -2 | 2 | | -| 21| p3770_p | 2.84 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.44 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.14 | 0.37 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.115 -0.012 -0.000 0.380 -0.385 0.044 -0.120 0.060 0.007 -0.018 -0.002 0.010 -0.115 0.229 -0.000 -0.015 0.016 0.000 -0.029 0.067 0.050 0.109 -0.000 | -| p4415_p | 0.115 1.000 0.017 -0.001 0.055 -0.357 -0.206 -0.227 0.390 0.006 0.143 -0.190 0.016 -0.098 0.285 -0.005 -0.206 -0.116 -0.009 -0.032 0.170 0.187 0.537 0.028 | -| bplus_0 | -0.012 0.017 1.000 0.005 -0.019 0.044 0.017 -0.815 0.020 -0.002 0.017 0.017 -0.136 0.027 0.033 0.013 -0.000 0.032 -0.002 0.273 0.036 0.043 0.020 -0.098 | -| omega_p | -0.000 -0.001 0.005 1.000 -0.001 0.002 -0.000 -0.003 -0.001 0.000 -0.001 0.000 -0.095 0.001 0.001 -0.008 -0.000 -0.000 -0.009 0.023 -0.001 0.000 -0.000 0.007 | -| Ctt | 0.380 0.055 -0.019 -0.001 1.000 -0.548 0.300 -0.272 -0.001 0.023 0.159 0.147 0.021 -0.459 -0.107 0.000 0.237 0.267 -0.012 -0.015 0.604 -0.061 -0.137 0.097 | -| Dbar_p | -0.385 -0.357 0.044 0.002 -0.548 1.000 -0.087 0.381 -0.408 -0.108 -0.408 0.072 -0.040 0.542 -0.344 -0.018 -0.335 -0.145 -0.023 0.109 -0.113 -0.046 -0.331 0.012 | -| p4040_s | 0.044 -0.206 0.017 -0.000 0.300 -0.087 1.000 0.030 -0.174 -0.062 0.161 0.159 -0.001 -0.153 0.005 -0.003 -0.019 0.079 -0.009 0.020 0.029 -0.042 -0.431 0.038 | -| bplus_1 | -0.120 -0.227 -0.815 -0.003 -0.272 0.381 0.030 1.000 -0.191 0.134 -0.132 0.157 0.090 0.330 -0.091 -0.016 -0.050 -0.012 -0.006 -0.153 -0.303 -0.010 -0.201 0.090 | -| p4040_p | 0.060 0.390 0.020 -0.001 -0.001 -0.408 -0.174 -0.191 1.000 0.076 0.080 -0.021 0.013 -0.053 0.289 -0.003 -0.089 0.330 -0.004 -0.037 0.052 0.221 0.448 0.003 | -| DDstar_s | 0.007 0.006 -0.002 0.000 0.023 -0.108 -0.062 0.134 0.076 1.000 0.044 -0.032 -0.011 -0.080 -0.003 0.003 0.123 -0.035 0.005 0.022 -0.113 0.099 0.095 -0.015 | -| p3770_s | -0.018 0.143 0.017 -0.001 0.159 -0.408 0.161 -0.132 0.080 0.044 1.000 0.008 0.012 -0.175 0.281 -0.001 0.014 0.086 -0.003 -0.029 -0.002 -0.211 0.105 0.012 | -| p4415_s | -0.002 -0.190 0.017 0.000 0.147 0.072 0.159 0.157 -0.021 -0.032 0.008 1.000 -0.012 0.009 -0.075 -0.001 -0.006 0.301 -0.004 0.036 -0.109 -0.040 -0.091 0.009 | -| omega_s | 0.010 0.016 -0.136 -0.095 0.021 -0.040 -0.001 0.090 0.013 -0.011 0.012 -0.012 1.000 -0.032 0.004 -0.114 0.006 0.001 -0.088 -0.373 0.025 -0.009 0.011 0.361 | -| Dbar_s | -0.115 -0.098 0.027 0.001 -0.459 0.542 -0.153 0.330 -0.053 -0.080 -0.175 0.009 -0.032 1.000 0.069 -0.003 -0.117 -0.143 -0.006 0.083 -0.167 0.330 0.070 0.000 | -| jpsi_p | 0.229 0.285 0.033 0.001 -0.107 -0.344 0.005 -0.091 0.289 -0.003 0.281 -0.075 0.004 0.069 1.000 -0.044 -0.211 0.013 -0.047 -0.028 -0.147 0.171 0.374 -0.014 | -| phi_p | -0.000 -0.005 0.013 -0.008 0.000 -0.018 -0.003 -0.016 -0.003 0.003 -0.001 -0.001 -0.114 -0.003 -0.044 1.000 -0.004 -0.006 0.946 0.040 -0.036 -0.007 -0.002 -0.025 | -| DDstar_p | -0.015 -0.206 -0.000 -0.000 0.237 -0.335 -0.019 -0.050 -0.089 0.123 0.014 -0.006 0.006 -0.117 -0.211 -0.004 1.000 -0.029 -0.004 -0.012 0.019 -0.095 -0.231 0.003 | -| p4160_s | 0.016 -0.116 0.032 -0.000 0.267 -0.145 0.079 -0.012 0.330 -0.035 0.086 0.301 0.001 -0.143 0.013 -0.006 -0.029 1.000 -0.015 0.022 0.090 0.009 -0.091 0.054 | -| phi_s | 0.000 -0.009 -0.002 -0.009 -0.012 -0.023 -0.009 -0.006 -0.004 0.005 -0.003 -0.004 -0.088 -0.006 -0.047 0.946 -0.004 -0.015 1.000 0.024 -0.072 -0.010 -0.002 -0.005 | -| rho_s | -0.029 -0.032 0.273 0.023 -0.015 0.109 0.020 -0.153 -0.037 0.022 -0.029 0.036 -0.373 0.083 -0.028 0.040 -0.012 0.022 0.024 1.000 0.066 0.016 -0.040 0.146 | -| bplus_2 | 0.067 0.170 0.036 -0.001 0.604 -0.113 0.029 -0.303 0.052 -0.113 -0.002 -0.109 0.025 -0.167 -0.147 -0.036 0.019 0.090 -0.072 0.066 1.000 0.034 0.047 0.273 | -| p3770_p | 0.050 0.187 0.043 0.000 -0.061 -0.046 -0.042 -0.010 0.221 0.099 -0.211 -0.040 -0.009 0.330 0.171 -0.007 -0.095 0.009 -0.010 0.016 0.034 1.000 0.281 -0.000 | -| p4160_p | 0.109 0.537 0.020 -0.000 -0.137 -0.331 -0.431 -0.201 0.448 0.095 0.105 -0.091 0.011 0.070 0.374 -0.002 -0.231 -0.091 -0.002 -0.040 0.047 0.281 1.000 -0.012 | -| rho_p | -0.000 0.028 -0.098 0.007 0.097 0.012 0.038 0.090 0.003 -0.015 0.012 0.009 0.361 0.000 -0.014 -0.025 0.003 0.054 -0.005 0.146 0.273 -0.000 -0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03602320123320535}), (, {'error': 0.15275800134036555}), (, {'error': 0.017632134748132966}), (, {'error': 0.10681208447491031}), (, {'error': 0.22734491727274952}), (, {'error': 0.6136615381330262}), (, {'error': 0.16860324537625176}), (, {'error': 0.040298643078451435}), (, {'error': 0.18378103664247192}), (, {'error': 0.12261898745178623}), (, {'error': 0.2573201196051469}), (, {'error': 0.1838347505618737}), (, {'error': 0.9328358431358659}), (, {'error': 0.46021691794634123}), (, {'error': 0.030310259006999463}), (, {'error': 0.568624964691343}), (, {'error': 1.2599079331420642}), (, {'error': 0.16059521510801478}), (, {'error': 2.316298221325141}), (, {'error': 0.34307894128780725}), (, {'error': 0.0790126890766597}), (, {'error': 0.11916791002361027}), (, {'error': 0.10773723263638657}), (, {'error': 0.3686109107547537})]) -Toy 19/25 -Time taken: 2 h, 38 min -Projected time left: 49 min, 48 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1484 (1484 total) | -| EDM = 2.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297369.2043028916 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.888 | 0.029 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.02 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.377 | 0.031 | | | -2 | 2 | | -| 3 | omega_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.61 | 0.18 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 4.83 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.12 | 0.16 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.71 | 0.05 | | | -2 | 2 | | -| 8 | p4040_p | 3.71 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.30 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 0.91 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 8.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.639 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 5.99 | 0.22 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -1.83 | 0.27 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.13 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 16.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 21| p3770_p | -2.71 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.16 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.063 -0.001 -0.000 0.181 -0.062 0.036 0.013 -0.186 0.023 -0.370 0.018 -0.000 0.027 -0.024 -0.002 -0.114 -0.041 -0.001 -0.001 0.002 -0.048 -0.118 -0.000 | -| p4415_p | -0.063 1.000 0.176 0.005 0.028 -0.102 -0.194 -0.110 0.078 0.014 -0.014 -0.130 0.016 0.007 0.061 -0.014 -0.141 -0.213 -0.012 -0.090 -0.248 0.058 0.244 0.029 | -| bplus_0 | -0.001 0.176 1.000 0.018 0.440 -0.183 -0.067 -0.955 0.015 -0.027 -0.057 -0.175 0.162 -0.009 0.357 -0.082 -0.427 -0.059 0.018 -0.528 -0.684 0.029 0.119 0.133 | -| omega_p | -0.000 0.005 0.018 1.000 0.010 -0.003 0.000 -0.018 0.001 -0.001 0.000 -0.003 0.169 -0.000 -0.000 0.001 -0.009 0.001 0.006 -0.009 -0.021 -0.001 0.003 0.003 | -| Ctt | 0.181 0.028 0.440 0.010 1.000 -0.304 0.249 -0.382 -0.154 -0.013 -0.100 0.116 0.040 -0.005 0.352 -0.036 -0.121 0.195 -0.021 -0.202 -0.676 -0.132 -0.202 0.060 | -| Dbar_p | -0.062 -0.102 -0.183 -0.003 -0.304 1.000 -0.006 0.096 -0.124 -0.003 -0.103 0.035 -0.049 0.023 0.078 0.017 -0.167 -0.034 -0.018 0.126 0.079 0.171 -0.079 -0.027 | -| p4040_s | 0.036 -0.194 -0.067 0.000 0.249 -0.006 1.000 0.042 -0.169 -0.004 0.128 0.119 -0.025 -0.004 0.002 0.007 -0.106 0.016 -0.014 0.048 0.006 -0.103 -0.465 -0.007 | -| bplus_1 | 0.013 -0.110 -0.955 -0.018 -0.382 0.096 0.042 1.000 0.015 0.014 0.045 0.113 -0.143 0.005 -0.298 0.074 0.255 0.031 -0.014 0.479 0.565 -0.050 -0.065 -0.125 | -| p4040_p | -0.186 0.078 0.015 0.001 -0.154 -0.124 -0.169 0.015 1.000 0.030 -0.051 0.063 -0.002 0.021 -0.068 -0.003 -0.053 0.316 -0.009 -0.012 -0.023 0.099 0.081 0.006 | -| DDstar_s | 0.023 0.014 -0.027 -0.001 -0.013 -0.003 -0.004 0.014 0.030 1.000 0.029 -0.004 -0.006 -0.002 0.047 0.003 0.038 -0.000 -0.001 0.017 0.021 0.036 0.043 -0.004 | -| p3770_s | -0.370 -0.014 -0.057 0.000 -0.100 -0.103 0.128 0.045 -0.051 0.029 1.000 0.027 -0.018 0.025 -0.058 0.004 0.025 0.036 -0.014 0.031 0.050 -0.280 -0.046 -0.004 | -| p4415_s | 0.018 -0.130 -0.175 -0.003 0.116 0.035 0.119 0.113 0.063 -0.004 0.027 1.000 -0.036 -0.001 -0.059 0.016 -0.024 0.261 -0.010 0.103 0.148 -0.067 0.019 -0.024 | -| omega_s | -0.000 0.016 0.162 0.169 0.040 -0.049 -0.025 -0.143 -0.002 -0.006 -0.018 -0.036 1.000 -0.002 0.074 -0.068 -0.085 -0.030 -0.012 -0.364 -0.037 0.003 0.019 0.103 | -| Dbar_s | 0.027 0.007 -0.009 -0.000 -0.005 0.023 -0.004 0.005 0.021 -0.002 0.025 -0.001 -0.002 1.000 0.045 0.001 0.006 -0.001 -0.001 0.006 0.006 0.045 0.026 -0.001 | -| jpsi_p | -0.024 0.061 0.357 -0.000 0.352 0.078 0.002 -0.298 -0.068 0.047 -0.058 -0.059 0.074 0.045 1.000 -0.047 -0.210 -0.021 0.020 -0.194 -0.333 -0.020 -0.007 0.035 | -| phi_p | -0.002 -0.014 -0.082 0.001 -0.036 0.017 0.007 0.074 -0.003 0.003 0.004 0.016 -0.068 0.001 -0.047 1.000 0.036 0.007 0.620 0.085 0.046 -0.006 -0.012 -0.006 | -| DDstar_p | -0.114 -0.141 -0.427 -0.009 -0.121 -0.167 -0.106 0.255 -0.053 0.038 0.025 -0.024 -0.085 0.006 -0.210 0.036 1.000 -0.081 -0.014 0.264 0.340 0.073 -0.054 -0.065 | -| p4160_s | -0.041 -0.213 -0.059 0.001 0.195 -0.034 0.016 0.031 0.316 -0.000 0.036 0.261 -0.030 -0.001 -0.021 0.007 -0.081 1.000 -0.022 0.048 -0.031 -0.047 -0.144 -0.005 | -| phi_s | -0.001 -0.012 0.018 0.006 -0.021 -0.018 -0.014 -0.014 -0.009 -0.001 -0.014 -0.010 -0.012 -0.001 0.020 0.620 -0.014 -0.022 1.000 0.023 0.056 -0.002 -0.002 0.011 | -| rho_s | -0.001 -0.090 -0.528 -0.009 -0.202 0.126 0.048 0.479 -0.012 0.017 0.031 0.103 -0.364 0.006 -0.194 0.085 0.264 0.048 0.023 1.000 0.300 -0.013 -0.072 -0.136 | -| bplus_2 | 0.002 -0.248 -0.684 -0.021 -0.676 0.079 0.006 0.565 -0.023 0.021 0.050 0.148 -0.037 0.006 -0.333 0.046 0.340 -0.031 0.056 0.300 1.000 -0.021 -0.111 -0.105 | -| p3770_p | -0.048 0.058 0.029 -0.001 -0.132 0.171 -0.103 -0.050 0.099 0.036 -0.280 -0.067 0.003 0.045 -0.020 -0.006 0.073 -0.047 -0.002 -0.013 -0.021 1.000 0.124 0.002 | -| p4160_p | -0.118 0.244 0.119 0.003 -0.202 -0.079 -0.465 -0.065 0.081 0.043 -0.046 0.019 0.019 0.026 -0.007 -0.012 -0.054 -0.144 -0.002 -0.072 -0.111 0.124 1.000 0.019 | -| rho_p | -0.000 0.029 0.133 0.003 0.060 -0.027 -0.007 -0.125 0.006 -0.004 -0.004 -0.024 0.103 -0.001 0.035 -0.006 -0.065 -0.005 0.011 -0.136 -0.105 0.002 0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.029490389784314175}), (, {'error': 0.2207810800328316}), (, {'error': 0.030799027729257578}), (, {'error': 0.1432873084613333}), (, {'error': 0.17775904527661918}), (, {'error': 0.2611932886170685}), (, {'error': 0.16119017616164277}), (, {'error': 0.046457512720316174}), (, {'error': 0.15084392777142241}), (, {'error': 0.026352674869474235}), (, {'error': 0.21979741061924418}), (, {'error': 0.18580581928150225}), (, {'error': 0.8577183477393397}), (, {'error': 0.019850533664780068}), (, {'error': 0.023611442361463286}), (, {'error': 0.22371093990070356}), (, {'error': 0.2730294250775973}), (, {'error': 0.16110867895277292}), (, {'error': 1.0570429991159074}), (, {'error': 0.40807001804989596}), (, {'error': 0.07602028590131615}), (, {'error': 0.08768915991030246}), (, {'error': 0.0923862348196387}), (, {'error': 0.1947764898193025})]) -Toy 20/25 -Time taken: 2 h, 47 min -Projected time left: 41 min, 50 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1248 (1248 total) | -| EDM = 0.000245 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297344.20488171076 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.895 | 0.031 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.15 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.408 | 0.031 | | | -2 | 2 | | -| 3 | omega_p | -5.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.79 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 5.01 | 0.32 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.84 | 0.18 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | -| 8 | p4040_p | -2.54 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.42 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6 | 4 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.614 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.62 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.03 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 20.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.30 | 0.08 | | | -2 | 2 | | -| 21| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.94 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.089 -0.026 -0.009 0.233 -0.062 0.061 0.020 -0.226 0.028 -0.431 0.032 -0.013 0.030 -0.023 -0.003 -0.017 -0.067 -0.011 0.017 -0.029 -0.011 -0.145 0.006 | -| p4415_p | -0.089 1.000 -0.041 0.001 0.016 -0.112 -0.207 0.113 0.103 0.027 -0.014 -0.141 0.002 0.013 -0.025 -0.017 -0.066 -0.124 -0.038 -0.002 -0.217 0.032 0.281 0.057 | -| bplus_0 | -0.026 -0.041 1.000 0.150 0.026 -0.036 -0.032 -0.928 -0.045 0.004 -0.011 -0.015 0.256 0.002 0.087 -0.040 -0.034 -0.039 0.126 -0.453 -0.156 0.051 -0.004 0.033 | -| omega_p | -0.009 0.001 0.150 1.000 0.007 -0.014 -0.003 -0.132 -0.004 0.001 -0.004 -0.007 0.867 0.001 -0.029 -0.077 -0.028 -0.002 0.020 -0.097 -0.048 -0.005 -0.002 -0.019 | -| Ctt | 0.233 0.016 0.026 0.007 1.000 -0.322 0.375 0.093 -0.169 -0.008 -0.130 0.203 0.012 -0.001 0.233 -0.022 -0.066 0.258 -0.056 -0.026 -0.682 -0.248 -0.342 0.111 | -| Dbar_p | -0.062 -0.112 -0.036 -0.014 -0.322 1.000 -0.042 -0.098 -0.135 0.005 -0.071 0.036 -0.025 0.029 0.170 -0.001 -0.150 -0.090 -0.023 0.046 0.069 0.285 -0.032 0.026 | -| p4040_s | 0.061 -0.207 -0.032 -0.003 0.375 -0.042 1.000 0.019 -0.219 -0.003 0.098 0.161 -0.005 -0.006 0.007 -0.011 -0.135 -0.062 -0.032 0.012 -0.114 -0.178 -0.521 0.048 | -| bplus_1 | 0.020 0.113 -0.928 -0.132 0.093 -0.098 0.019 1.000 0.057 -0.007 -0.049 -0.072 -0.225 -0.004 -0.086 0.040 -0.225 0.031 -0.110 0.388 -0.055 -0.141 0.018 -0.043 | -| p4040_p | -0.226 0.103 -0.045 -0.004 -0.169 -0.135 -0.219 0.057 1.000 0.030 -0.029 0.048 -0.006 0.021 -0.103 -0.009 0.037 0.339 -0.022 0.009 -0.001 0.113 0.063 0.021 | -| DDstar_s | 0.028 0.027 0.004 0.001 -0.008 0.005 -0.003 -0.007 0.030 1.000 0.029 -0.003 0.001 -0.002 0.065 0.001 0.042 0.005 0.001 -0.000 0.003 0.032 0.045 -0.000 | -| p3770_s | -0.431 -0.014 -0.011 -0.004 -0.130 -0.071 0.098 -0.049 -0.029 0.029 1.000 0.014 -0.005 0.030 -0.040 -0.009 0.155 0.008 -0.022 0.007 0.073 -0.214 -0.010 0.025 | -| p4415_s | 0.032 -0.141 -0.015 -0.007 0.203 0.036 0.161 -0.072 0.048 -0.003 0.014 1.000 -0.011 -0.001 -0.010 -0.002 -0.027 0.322 -0.014 0.022 0.066 -0.072 -0.085 0.016 | -| omega_s | -0.013 0.002 0.256 0.867 0.012 -0.025 -0.005 -0.225 -0.006 0.001 -0.005 -0.011 1.000 0.001 -0.033 -0.131 -0.046 -0.004 0.013 -0.365 -0.077 -0.005 -0.001 0.059 | -| Dbar_s | 0.030 0.013 0.002 0.001 -0.001 0.029 -0.006 -0.004 0.021 -0.002 0.030 -0.001 0.001 1.000 0.056 0.001 0.000 0.000 0.000 -0.001 0.001 0.044 0.029 0.001 | -| jpsi_p | -0.023 -0.025 0.087 -0.029 0.233 0.170 0.007 -0.086 -0.103 0.065 -0.040 -0.010 -0.033 0.056 1.000 0.014 0.138 -0.033 0.033 0.009 -0.131 0.048 -0.037 -0.081 | -| phi_p | -0.003 -0.017 -0.040 -0.077 -0.022 -0.001 -0.011 0.040 -0.009 0.001 -0.009 -0.002 -0.131 0.001 0.014 1.000 0.012 -0.019 0.641 0.085 0.078 0.005 -0.001 -0.239 | -| DDstar_p | -0.017 -0.066 -0.034 -0.028 -0.066 -0.150 -0.135 -0.225 0.037 0.042 0.155 -0.027 -0.046 0.000 0.138 0.012 1.000 -0.078 -0.005 0.084 0.251 0.241 0.154 -0.008 | -| p4160_s | -0.067 -0.124 -0.039 -0.002 0.258 -0.090 -0.062 0.031 0.339 0.005 0.008 0.322 -0.004 0.000 -0.033 -0.019 -0.078 1.000 -0.049 0.010 -0.167 -0.064 -0.128 0.074 | -| phi_s | -0.011 -0.038 0.126 0.020 -0.056 -0.023 -0.032 -0.110 -0.022 0.001 -0.022 -0.014 0.013 0.000 0.033 0.641 -0.005 -0.049 1.000 -0.062 0.124 0.010 0.001 -0.162 | -| rho_s | 0.017 -0.002 -0.453 -0.097 -0.026 0.046 0.012 0.388 0.009 -0.000 0.007 0.022 -0.365 -0.001 0.009 0.085 0.084 0.010 -0.062 1.000 0.120 0.002 -0.002 0.092 | -| bplus_2 | -0.029 -0.217 -0.156 -0.048 -0.682 0.069 -0.114 -0.055 -0.001 0.003 0.073 0.066 -0.077 0.001 -0.131 0.078 0.251 -0.167 0.124 0.120 1.000 0.101 0.036 -0.276 | -| p3770_p | -0.011 0.032 0.051 -0.005 -0.248 0.285 -0.178 -0.141 0.113 0.032 -0.214 -0.072 -0.005 0.044 0.048 0.005 0.241 -0.064 0.010 0.002 0.101 1.000 0.194 -0.016 | -| p4160_p | -0.145 0.281 -0.004 -0.002 -0.342 -0.032 -0.521 0.018 0.063 0.045 -0.010 -0.085 -0.001 0.029 -0.037 -0.001 0.154 -0.128 0.001 -0.002 0.036 0.194 1.000 -0.008 | -| rho_p | 0.006 0.057 0.033 -0.019 0.111 0.026 0.048 -0.043 0.021 -0.000 0.025 0.016 0.059 0.001 -0.081 -0.239 -0.008 0.074 -0.162 0.092 -0.276 -0.016 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031230680943082234}), (, {'error': 0.18096244351534807}), (, {'error': 0.031095211801476674}), (, {'error': 0.5095967951047213}), (, {'error': 0.20969083449800852}), (, {'error': 0.3160520012397816}), (, {'error': 0.181139397196931}), (, {'error': 0.05889353099501515}), (, {'error': 0.21335455830083894}), (, {'error': 0.02642976384433876}), (, {'error': 0.23215499483629687}), (, {'error': 0.1983945307525795}), (, {'error': 3.5260349241165487}), (, {'error': 0.02255673038983602}), (, {'error': 0.024331370554951715}), (, {'error': 0.20139492847157037}), (, {'error': 0.33434287018806774}), (, {'error': 0.17506899236476225}), (, {'error': 1.1493996814867593}), (, {'error': 0.3607246185963097}), (, {'error': 0.08311336355132459}), (, {'error': 0.09699022069970353}), (, {'error': 0.10674691736862663}), (, {'error': 0.3276618864211316})]) -Toy 21/25 -Time taken: 2 h, 55 min -Projected time left: 33 min, 24 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1350 (1350 total) | -| EDM = 0.00011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297189.9716833107 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.10 | 0.16 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.399 | 0.028 | | | -2 | 2 | | -| 3 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.03 | 0.22 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 8 | p4040_p | -2.25 | 0.16 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.32 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.687 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.07 | 0.45 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.21 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 18.2 | 2.0 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.43 | 0.08 | | | -2 | 2 | | -| 21| p3770_p | -2.51 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.01 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.036 -0.019 0.000 0.240 -0.092 0.029 0.070 -0.190 0.015 -0.432 0.028 -0.001 0.023 0.014 -0.006 -0.173 -0.028 -0.007 -0.000 -0.069 -0.010 -0.121 -0.000 | -| p4415_p | -0.036 1.000 -0.047 0.000 0.010 -0.104 -0.148 0.173 0.180 0.014 0.012 -0.145 0.000 0.008 0.027 0.006 -0.224 -0.127 -0.007 -0.041 -0.241 0.019 0.316 0.038 | -| bplus_0 | -0.019 -0.047 1.000 -0.003 0.011 -0.025 -0.049 -0.918 -0.026 0.002 -0.010 -0.010 0.209 0.001 0.126 -0.005 -0.027 -0.044 0.071 -0.368 -0.207 0.067 -0.004 -0.281 | -| omega_p | 0.000 0.000 -0.003 1.000 0.001 0.000 0.000 0.003 -0.000 0.000 0.000 0.000 -0.075 -0.000 0.000 -0.008 0.001 0.001 -0.008 -0.013 -0.001 0.000 -0.000 0.023 | -| Ctt | 0.240 0.010 0.011 0.001 1.000 -0.358 0.360 0.109 -0.264 -0.007 -0.138 0.213 -0.008 -0.007 0.291 0.011 -0.012 0.285 -0.016 -0.079 -0.661 -0.215 -0.328 0.093 | -| Dbar_p | -0.092 -0.104 -0.025 0.000 -0.358 1.000 -0.088 -0.092 -0.109 -0.007 -0.117 0.033 -0.018 0.028 0.130 0.002 -0.246 -0.080 -0.009 0.014 0.063 0.259 -0.050 0.050 | -| p4040_s | 0.029 -0.148 -0.049 0.000 0.360 -0.088 1.000 0.064 -0.191 -0.010 0.101 0.191 -0.011 -0.006 0.047 0.010 -0.185 0.123 -0.008 -0.027 -0.150 -0.160 -0.499 0.063 | -| bplus_1 | 0.070 0.173 -0.918 0.003 0.109 -0.092 0.064 1.000 0.076 -0.024 -0.008 -0.074 -0.181 -0.009 -0.018 0.002 -0.248 0.047 -0.065 0.317 -0.027 -0.123 0.085 0.222 | -| p4040_p | -0.190 0.180 -0.026 -0.000 -0.264 -0.109 -0.191 0.076 1.000 0.029 -0.027 -0.015 0.003 0.020 -0.103 -0.003 -0.049 0.286 -0.004 -0.005 0.022 0.133 0.244 -0.007 | -| DDstar_s | 0.015 0.014 0.002 0.000 -0.007 -0.007 -0.010 -0.024 0.029 1.000 0.031 -0.003 -0.002 -0.001 0.051 0.000 0.050 -0.004 -0.000 0.004 0.018 0.039 0.041 0.004 | -| p3770_s | -0.432 0.012 -0.010 0.000 -0.138 -0.117 0.101 -0.008 -0.027 0.031 1.000 0.002 -0.000 0.027 -0.081 -0.002 0.030 0.020 -0.007 -0.014 0.062 -0.267 -0.002 0.013 | -| p4415_s | 0.028 -0.145 -0.010 0.000 0.213 0.033 0.191 -0.074 -0.015 -0.003 0.002 1.000 -0.010 0.000 0.005 0.003 -0.035 0.320 -0.005 0.002 0.049 -0.073 -0.070 0.033 | -| omega_s | -0.001 0.000 0.209 -0.075 -0.008 -0.018 -0.011 -0.181 0.003 -0.002 -0.000 -0.010 1.000 -0.001 0.010 -0.025 -0.035 -0.011 0.014 -0.486 -0.046 0.006 0.009 -0.151 | -| Dbar_s | 0.023 0.008 0.001 -0.000 -0.007 0.028 -0.006 -0.009 0.020 -0.001 0.027 0.000 -0.001 1.000 0.051 0.001 0.007 -0.003 0.000 -0.000 0.003 0.046 0.025 0.003 | -| jpsi_p | 0.014 0.027 0.126 0.000 0.291 0.130 0.047 -0.018 -0.103 0.051 -0.081 0.005 0.010 0.051 1.000 -0.060 -0.177 0.020 -0.037 0.024 -0.248 -0.035 -0.066 -0.103 | -| phi_p | -0.006 0.006 -0.005 -0.008 0.011 0.002 0.010 0.002 -0.003 0.000 -0.002 0.003 -0.025 0.001 -0.060 1.000 -0.008 0.011 0.894 -0.061 -0.039 -0.012 -0.006 0.176 | -| DDstar_p | -0.173 -0.224 -0.027 0.001 -0.012 -0.246 -0.185 -0.248 -0.049 0.050 0.030 -0.035 -0.035 0.007 -0.177 -0.008 1.000 -0.127 -0.014 0.070 0.271 0.118 -0.068 0.052 | -| p4160_s | -0.028 -0.127 -0.044 0.001 0.285 -0.080 0.123 0.047 0.286 -0.004 0.020 0.320 -0.011 -0.003 0.020 0.011 -0.127 1.000 -0.010 -0.037 -0.171 -0.076 -0.140 0.076 | -| phi_s | -0.007 -0.007 0.071 -0.008 -0.016 -0.009 -0.008 -0.065 -0.004 -0.000 -0.007 -0.005 0.014 0.000 -0.037 0.894 -0.014 -0.010 1.000 -0.101 0.002 -0.005 -0.001 0.137 | -| rho_s | -0.000 -0.041 -0.368 -0.013 -0.079 0.014 -0.027 0.317 -0.005 0.004 -0.014 0.002 -0.486 -0.000 0.024 -0.061 0.070 -0.037 -0.101 1.000 0.277 0.001 -0.009 0.065 | -| bplus_2 | -0.069 -0.241 -0.207 -0.001 -0.661 0.063 -0.150 -0.027 0.022 0.018 0.062 0.049 -0.046 0.003 -0.248 -0.039 0.271 -0.171 0.002 0.277 1.000 0.062 -0.009 -0.157 | -| p3770_p | -0.010 0.019 0.067 0.000 -0.215 0.259 -0.160 -0.123 0.133 0.039 -0.267 -0.073 0.006 0.046 -0.035 -0.012 0.118 -0.076 -0.005 0.001 0.062 1.000 0.140 -0.025 | -| p4160_p | -0.121 0.316 -0.004 -0.000 -0.328 -0.050 -0.499 0.085 0.244 0.041 -0.002 -0.070 0.009 0.025 -0.066 -0.006 -0.068 -0.140 -0.001 -0.009 -0.009 0.140 1.000 -0.025 | -| rho_p | -0.000 0.038 -0.281 0.023 0.093 0.050 0.063 0.222 -0.007 0.004 0.013 0.033 -0.151 0.003 -0.103 0.176 0.052 0.076 0.137 0.065 -0.157 -0.025 -0.025 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03222732672650164}), (, {'error': 0.1616611320005119}), (, {'error': 0.02836769048015697}), (, {'error': 0.09026310298423024}), (, {'error': 0.2168236070739405}), (, {'error': 0.33249555647496676}), (, {'error': 0.1720806830600093}), (, {'error': 0.05516884522205645}), (, {'error': 0.16491197966045945}), (, {'error': 0.025649152519434365}), (, {'error': 0.22398973644301057}), (, {'error': 0.1924034944478319}), (, {'error': 0.9963543883847459}), (, {'error': 0.019900855349579666}), (, {'error': 0.02455360983657462}), (, {'error': 0.44623657420422136}), (, {'error': 0.35726932171221115}), (, {'error': 0.16996374186824736}), (, {'error': 1.9649630404104013}), (, {'error': 0.3232971719190458}), (, {'error': 0.08114966002202784}), (, {'error': 0.09711826082471786}), (, {'error': 0.1000856738075444}), (, {'error': 0.3320665015237374})]) -Toy 22/25 -Time taken: 3 h, 3 min -Projected time left: 25 min -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1489 (1489 total) | -| EDM = 0.000152 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297167.300030747 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -2.31 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.495 | 0.012 | | | -2 | 2 | | -| 3 | omega_p | -0.05 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | 0.46 | 0.24 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 3.7 | 1.0 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.65 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.960 | 0.027 | | | -2 | 2 | | -| 8 | p4040_p | 3.37 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.07 | 0.41 | | | -0.3 | 0.3 | | -| 10| p3770_s | 2.68 | 0.25 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.72 | 0.18 | | |0.126447 | 2.35355 | | -| 12| omega_s | 6.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.30 | 0.55 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.57 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| phi_p | -0.13 | 0.32 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | 6 | 9 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 16.3 | 1.3 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.00 | 0.31 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | | -| 21| p3770_p | -3.08 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.46 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.28 | 0.36 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.131 -0.081 0.005 0.171 -0.080 0.061 -0.106 0.077 -0.108 -0.111 0.017 0.009 -0.001 0.251 0.001 -0.118 0.023 0.001 -0.029 0.036 0.088 0.119 -0.005 | -| p4415_p | 0.131 1.000 -0.258 0.021 -0.375 0.363 0.081 -0.379 0.320 -0.571 -0.033 -0.016 0.041 0.353 0.505 0.010 -0.587 0.060 -0.002 -0.088 0.324 0.042 0.512 0.041 | -| bplus_0 | -0.081 -0.258 1.000 -0.025 0.141 -0.203 -0.097 -0.314 -0.077 0.351 0.074 0.029 -0.071 -0.112 -0.206 0.003 0.277 -0.073 -0.009 0.197 -0.239 0.107 -0.163 -0.002 | -| omega_p | 0.005 0.021 -0.025 1.000 -0.008 0.016 0.013 -0.001 0.008 -0.025 -0.001 0.003 0.513 0.013 0.014 0.054 -0.021 0.014 0.062 -0.045 0.045 -0.007 0.011 0.036 | -| Ctt | 0.171 -0.375 0.141 -0.008 1.000 -0.734 -0.127 0.200 -0.068 0.683 0.262 -0.022 -0.017 -0.716 -0.464 -0.002 0.655 -0.061 -0.006 0.060 0.051 0.049 -0.271 0.025 | -| Dbar_p | -0.080 0.363 -0.203 0.016 -0.734 1.000 0.405 -0.309 -0.145 -0.877 -0.463 0.224 0.030 0.807 0.332 0.005 -0.832 0.273 -0.009 -0.063 0.406 -0.183 0.054 0.048 | -| p4040_s | 0.061 0.081 -0.097 0.013 -0.127 0.405 1.000 -0.155 -0.152 -0.443 -0.033 0.203 0.021 0.294 0.230 0.008 -0.393 0.168 -0.005 -0.032 0.201 -0.144 -0.265 0.046 | -| bplus_1 | -0.106 -0.379 -0.314 -0.001 0.200 -0.309 -0.155 1.000 -0.130 0.497 0.084 0.023 0.001 -0.180 -0.306 0.001 0.390 -0.133 0.005 0.030 -0.369 0.116 -0.241 0.026 | -| p4040_p | 0.077 0.320 -0.077 0.008 -0.068 -0.145 -0.152 -0.130 1.000 -0.086 0.144 0.018 0.014 -0.002 0.319 0.003 -0.162 0.287 -0.002 -0.036 0.019 0.227 0.375 0.008 | -| DDstar_s | -0.108 -0.571 0.351 -0.025 0.683 -0.877 -0.443 0.497 -0.086 1.000 0.300 -0.218 -0.050 -0.761 -0.589 -0.010 0.893 -0.349 -0.001 0.119 -0.433 0.160 -0.269 -0.035 | -| p3770_s | -0.111 -0.033 0.074 -0.001 0.262 -0.463 -0.033 0.084 0.144 0.300 1.000 -0.068 -0.004 -0.329 0.074 0.001 0.238 -0.043 -0.002 0.013 -0.171 -0.105 0.079 0.001 | -| p4415_s | 0.017 -0.016 0.029 0.003 -0.022 0.224 0.203 0.023 0.018 -0.218 -0.068 1.000 0.002 0.175 0.062 0.004 -0.181 0.324 -0.004 0.007 0.019 -0.076 0.027 0.023 | -| omega_s | 0.009 0.041 -0.071 0.513 -0.017 0.030 0.021 0.001 0.014 -0.050 -0.004 0.002 1.000 0.020 0.026 0.024 -0.039 0.022 0.056 -0.324 0.071 -0.016 0.023 0.323 | -| Dbar_s | -0.001 0.353 -0.112 0.013 -0.716 0.807 0.294 -0.180 -0.002 -0.761 -0.329 0.175 0.020 1.000 0.431 0.007 -0.681 0.186 -0.007 -0.031 0.309 0.088 0.169 0.048 | -| jpsi_p | 0.251 0.505 -0.206 0.014 -0.464 0.332 0.230 -0.306 0.319 -0.589 0.074 0.062 0.026 0.431 1.000 -0.005 -0.594 0.186 -0.016 -0.082 0.119 0.031 0.424 0.015 | -| phi_p | 0.001 0.010 0.003 0.054 -0.002 0.005 0.008 0.001 0.003 -0.010 0.001 0.004 0.024 0.007 -0.005 1.000 -0.010 0.009 0.808 0.050 0.030 -0.006 0.004 0.161 | -| DDstar_p | -0.118 -0.587 0.277 -0.021 0.655 -0.832 -0.393 0.390 -0.162 0.893 0.238 -0.181 -0.039 -0.681 -0.594 -0.010 1.000 -0.310 -0.001 0.092 -0.361 0.082 -0.348 -0.029 | -| p4160_s | 0.023 0.060 -0.073 0.014 -0.061 0.273 0.168 -0.133 0.287 -0.349 -0.043 0.324 0.022 0.186 0.186 0.009 -0.310 1.000 -0.007 -0.026 0.194 -0.080 -0.026 0.058 | -| phi_s | 0.001 -0.002 -0.009 0.062 -0.006 -0.009 -0.005 0.005 -0.002 -0.001 -0.002 -0.004 0.056 -0.007 -0.016 0.808 -0.001 -0.007 1.000 0.035 -0.032 -0.007 0.001 0.168 | -| rho_s | -0.029 -0.088 0.197 -0.045 0.060 -0.063 -0.032 0.030 -0.036 0.119 0.013 0.007 -0.324 -0.031 -0.082 0.050 0.092 -0.026 0.035 1.000 -0.034 0.032 -0.062 0.187 | -| bplus_2 | 0.036 0.324 -0.239 0.045 0.051 0.406 0.201 -0.369 0.019 -0.433 -0.171 0.019 0.071 0.309 0.119 0.030 -0.361 0.194 -0.032 -0.034 1.000 -0.047 0.121 0.266 | -| p3770_p | 0.088 0.042 0.107 -0.007 0.049 -0.183 -0.144 0.116 0.227 0.160 -0.105 -0.076 -0.016 0.088 0.031 -0.006 0.082 -0.080 -0.007 0.032 -0.047 1.000 0.189 -0.007 | -| p4160_p | 0.119 0.512 -0.163 0.011 -0.271 0.054 -0.265 -0.241 0.375 -0.269 0.079 0.027 0.023 0.169 0.424 0.004 -0.348 -0.026 0.001 -0.062 0.121 0.189 1.000 0.004 | -| rho_p | -0.005 0.041 -0.002 0.036 0.025 0.048 0.046 0.026 0.008 -0.035 0.001 0.023 0.323 0.048 0.015 0.161 -0.029 0.058 0.168 0.187 0.266 -0.007 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.034151981912215135}), (, {'error': 0.16858791093608705}), (, {'error': 0.012402546879430654}), (, {'error': 0.25716662091978826}), (, {'error': 0.23969366532275782}), (, {'error': 0.9655292697442013}), (, {'error': 0.17387655536086688}), (, {'error': 0.027062264356355614}), (, {'error': 0.12916862601140977}), (, {'error': 0.4125462804021671}), (, {'error': 0.25392945810831047}), (, {'error': 0.18086148878433972}), (, {'error': 1.084088591474706}), (, {'error': 0.5520556813711438}), (, {'error': 0.03587095421344033}), (, {'error': 0.322289888624387}), (, {'error': 8.990781171253838}), (, {'error': 0.1717003476059703}), (, {'error': 1.2859209345780291}), (, {'error': 0.31153914271438155}), (, {'error': 0.0815316228727313}), (, {'error': 0.11115320783323557}), (, {'error': 0.1186273855485489}), (, {'error': 0.3558485112292167})]) -Toy 23/25 -Time taken: 3 h, 12 min -Projected time left: 16 min, 42 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1385 (1385 total) | -| EDM = 4.89E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297342.1213894629 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.424 | 0.019 | | | -2 | 2 | | -| 3 | omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -1.50 | 0.11 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 0.90 | 0.15 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | -0.79 | 0.03 | | | -2 | 2 | | -| 8 | p4040_p | -2.90 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.86 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 0.38 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 8.7 | 1.5 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.742 | 0.028 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 0.51 | 0.25 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -0.18 | 0.27 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 19.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 0.16 | 1.07 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | -0.35 | 0.05 | | | -2 | 2 | | -| 21| p3770_p | -2.45 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.3 | 1.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 0.014 0.005 0.009 0.019 0.032 0.039 0.087 -0.172 0.013 -0.363 -0.109 -0.002 0.024 0.038 -0.008 0.201 -0.000 -0.010 0.021 -0.187 0.100 0.003 -0.014 | -| p4415_p | 0.014 1.000 -0.007 -0.005 -0.005 -0.000 0.024 0.003 -0.014 -0.002 -0.005 -0.103 -0.000 -0.002 0.002 0.001 -0.002 -0.002 0.004 -0.009 -0.018 -0.006 -0.000 0.005 | -| bplus_0 | 0.005 -0.007 1.000 0.310 -0.000 0.010 0.019 -0.954 0.047 -0.000 0.059 0.052 0.079 -0.005 -0.102 -0.040 0.050 0.001 -0.072 0.517 -0.013 0.023 -0.001 -0.339 | -| omega_p | 0.009 -0.005 0.310 1.000 0.011 0.007 0.009 -0.274 0.040 -0.004 0.036 0.038 0.753 -0.010 -0.058 -0.058 0.046 0.001 -0.048 0.628 0.080 0.007 -0.001 -0.410 | -| Ctt | 0.019 -0.005 -0.000 0.011 1.000 0.003 0.085 -0.036 -0.046 0.002 -0.054 0.018 0.000 0.010 0.060 0.001 0.012 -0.003 -0.005 0.017 0.235 -0.040 -0.000 -0.009 | -| Dbar_p | 0.032 -0.000 0.010 0.007 0.003 1.000 -0.012 0.000 0.022 -0.000 0.031 0.000 0.001 0.006 0.070 0.000 -0.019 0.001 -0.003 0.010 0.012 0.075 -0.000 -0.006 | -| p4040_s | 0.039 0.024 0.019 0.009 0.085 -0.012 1.000 0.076 -0.230 0.000 0.131 -0.249 0.004 -0.022 -0.133 -0.004 -0.116 -0.015 -0.002 0.016 -0.251 -0.151 0.008 -0.011 | -| bplus_1 | 0.087 0.003 -0.954 -0.274 -0.036 0.000 0.076 1.000 -0.033 -0.023 -0.019 -0.097 -0.072 -0.020 0.100 0.031 0.075 -0.004 0.056 -0.458 -0.144 -0.012 -0.000 0.304 | -| p4040_p | -0.172 -0.014 0.047 0.040 -0.046 0.022 -0.230 -0.033 1.000 0.018 0.061 0.070 -0.001 0.044 0.147 -0.009 0.277 -0.004 -0.034 0.068 0.240 0.203 -0.004 -0.037 | -| DDstar_s | 0.013 -0.002 -0.000 -0.004 0.002 -0.000 0.000 -0.023 0.018 1.000 0.005 0.014 -0.001 -0.002 0.013 0.001 0.009 0.001 0.000 -0.007 0.022 -0.001 -0.000 0.004 | -| p3770_s | -0.363 -0.005 0.059 0.036 -0.054 0.031 0.131 -0.019 0.061 0.005 1.000 0.031 0.001 0.030 0.140 -0.007 0.228 0.002 -0.028 0.061 0.126 -0.206 -0.000 -0.035 | -| p4415_s | -0.109 -0.103 0.052 0.038 0.018 0.000 -0.249 -0.097 0.070 0.014 0.031 1.000 -0.000 0.020 0.050 -0.008 0.056 0.012 -0.034 0.063 0.333 0.095 0.003 -0.033 | -| omega_s | -0.002 -0.000 0.079 0.753 0.000 0.001 0.004 -0.072 -0.001 -0.001 0.001 -0.000 1.000 -0.002 -0.022 -0.053 0.010 -0.000 -0.006 0.153 -0.015 -0.001 -0.000 -0.093 | -| Dbar_s | 0.024 -0.002 -0.005 -0.010 0.010 0.006 -0.022 -0.020 0.044 -0.002 0.030 0.020 -0.002 1.000 -0.008 0.001 -0.001 0.001 0.003 -0.016 -0.025 -0.008 -0.000 0.010 | -| jpsi_p | 0.038 0.002 -0.102 -0.058 0.060 0.070 -0.133 0.100 0.147 0.013 0.140 0.050 -0.022 -0.008 1.000 -0.010 0.521 0.012 0.020 -0.066 -0.057 0.162 -0.000 0.030 | -| phi_p | -0.008 0.001 -0.040 -0.058 0.001 0.000 -0.004 0.031 -0.009 0.001 -0.007 -0.008 -0.053 0.001 -0.010 1.000 0.003 -0.000 0.753 -0.083 -0.027 -0.001 0.000 0.025 | -| DDstar_p | 0.201 -0.002 0.050 0.046 0.012 -0.019 -0.116 0.075 0.277 0.009 0.228 0.056 0.010 -0.001 0.521 0.003 1.000 0.017 -0.013 0.071 -0.001 0.357 -0.001 -0.043 | -| p4160_s | -0.000 -0.002 0.001 0.001 -0.003 0.001 -0.015 -0.004 -0.004 0.001 0.002 0.012 -0.000 0.001 0.012 -0.000 0.017 1.000 -0.001 0.002 0.015 0.011 -0.002 -0.001 | -| phi_s | -0.010 0.004 -0.072 -0.048 -0.005 -0.003 -0.002 0.056 -0.034 0.000 -0.028 -0.034 -0.006 0.003 0.020 0.753 -0.013 -0.001 1.000 -0.122 -0.114 -0.004 0.000 0.060 | -| rho_s | 0.021 -0.009 0.517 0.628 0.017 0.010 0.016 -0.458 0.068 -0.007 0.061 0.063 0.153 -0.016 -0.066 -0.083 0.071 0.002 -0.122 1.000 0.130 0.016 -0.001 -0.616 | -| bplus_2 | -0.187 -0.018 -0.013 0.080 0.235 0.012 -0.251 -0.144 0.240 0.022 0.126 0.333 -0.015 -0.025 -0.057 -0.027 -0.001 0.015 -0.114 0.130 1.000 0.061 -0.002 -0.051 | -| p3770_p | 0.100 -0.006 0.023 0.007 -0.040 0.075 -0.151 -0.012 0.203 -0.001 -0.206 0.095 -0.001 -0.008 0.162 -0.001 0.357 0.011 -0.004 0.016 0.061 1.000 -0.001 -0.011 | -| p4160_p | 0.003 -0.000 -0.001 -0.001 -0.000 -0.000 0.008 -0.000 -0.004 -0.000 -0.000 0.003 -0.000 -0.000 -0.000 0.000 -0.001 -0.002 0.000 -0.001 -0.002 -0.001 1.000 0.000 | -| rho_p | -0.014 0.005 -0.339 -0.410 -0.009 -0.006 -0.011 0.304 -0.037 0.004 -0.035 -0.033 -0.093 0.010 0.030 0.025 -0.043 -0.001 0.060 -0.616 -0.051 -0.011 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0318981500845279}), (, {'error': 0.09353949715193721}), (, {'error': 0.01862181551735631}), (, {'error': 0.4377230710464026}), (, {'error': 0.10554568910916462}), (, {'error': 0.09648278727847082}), (, {'error': 0.15272015646202697}), (, {'error': 0.03300930739706487}), (, {'error': 0.16816960031986206}), (, {'error': 0.012718627563338136}), (, {'error': 0.21663202966032058}), (, {'error': 0.19309958314716125}), (, {'error': 1.4683991312226885}), (, {'error': 0.025851436720612964}), (, {'error': 0.028410601135110625}), (, {'error': 0.24928582407626942}), (, {'error': 0.27126522177802004}), (, {'error': 0.015436117808264982}), (, {'error': 1.2481849476763216}), (, {'error': 1.0725662267858267}), (, {'error': 0.046726652740712415}), (, {'error': 0.08566711830730411}), (, {'error': 0.009049216692247342}), (, {'error': 1.266621848369633})]) -Toy 24/25 -Time taken: 3 h, 20 min -Projected time left: 8 min, 20 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1349 (1349 total) | -| EDM = 0.000294 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297194.69423166 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 1 | p4415_p | 4.32 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 3 | omega_p | 0.60 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | Ctt | -0.68 | 0.21 | | | -1.5 | 1.5 | | -| 5 | Dbar_p | 4.74 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p4040_s | 1.32 | 0.17 | | |0.00501244| 2.01499 | | -| 7 | bplus_1 | 0.92 | 0.07 | | | -2 | 2 | | -| 8 | p4040_p | 4.12 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| p3770_s | 3.62 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 12| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 13| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.620 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| phi_p | 6.04 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| DDstar_p | -5.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| p4160_s | 2.51 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| phi_s | 17.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 19| rho_s | 1.87 | 0.31 | | |0.0253049| 2.0747 | | -| 20| bplus_2 | 0.30 | 0.09 | | | -2 | 2 | | -| 21| p3770_p | -2.59 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.26 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | psi2s_p p4415_p bplus_0 omega_p Ctt Dbar_p p4040_s bplus_1 p4040_p DDstar_s p3770_s p4415_s omega_s Dbar_s jpsi_p phi_p DDstar_p p4160_s phi_s rho_s bplus_2 p3770_p p4160_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| psi2s_p | 1.000 -0.004 0.016 -0.005 0.214 -0.067 0.011 0.046 -0.141 0.006 -0.380 0.022 0.001 0.021 0.072 -0.003 -0.249 -0.027 -0.001 -0.012 -0.073 0.021 -0.057 0.001 | -| p4415_p | -0.004 1.000 0.026 0.001 -0.040 -0.082 -0.150 0.111 0.207 0.003 0.029 -0.139 0.002 0.005 0.105 -0.002 -0.262 -0.175 -0.017 -0.027 -0.250 0.059 0.348 0.006 | -| bplus_0 | 0.016 0.026 1.000 -0.116 0.030 -0.063 -0.041 -0.930 0.027 -0.011 0.004 -0.047 -0.012 -0.004 0.159 -0.031 -0.130 -0.040 0.066 -0.264 -0.179 0.056 0.061 0.019 | -| omega_p | -0.005 0.001 -0.116 1.000 0.020 0.018 0.017 0.102 -0.009 0.003 0.001 0.013 -0.394 0.002 -0.041 0.031 0.021 0.020 0.010 0.463 -0.030 -0.009 -0.015 -0.018 | -| Ctt | 0.214 -0.040 0.030 0.020 1.000 -0.327 0.312 0.070 -0.293 -0.004 -0.121 0.214 0.006 -0.008 0.284 -0.010 0.017 0.265 -0.049 -0.018 -0.646 -0.169 -0.330 0.011 | -| Dbar_p | -0.067 -0.082 -0.063 0.018 -0.327 1.000 -0.081 -0.046 -0.081 -0.011 -0.111 0.020 0.003 0.026 0.138 0.002 -0.251 -0.055 -0.016 0.031 0.056 0.249 -0.030 0.000 | -| p4040_s | 0.011 -0.150 -0.041 0.017 0.312 -0.081 1.000 0.046 -0.153 -0.011 0.126 0.179 0.003 -0.007 0.075 0.001 -0.185 0.157 -0.027 0.006 -0.111 -0.113 -0.436 0.005 | -| bplus_1 | 0.046 0.111 -0.930 0.102 0.070 -0.046 0.046 1.000 0.050 -0.015 0.005 -0.031 0.010 -0.006 -0.007 0.026 -0.114 0.027 -0.061 0.224 -0.048 -0.073 0.065 -0.017 | -| p4040_p | -0.141 0.207 0.027 -0.009 -0.293 -0.081 -0.153 0.050 1.000 0.022 -0.039 -0.008 -0.000 0.021 -0.037 -0.002 -0.147 0.272 0.002 -0.021 -0.010 0.140 0.311 0.001 | -| DDstar_s | 0.006 0.003 -0.011 0.003 -0.004 -0.011 -0.011 -0.015 0.022 1.000 0.023 -0.006 0.000 -0.001 0.028 0.001 0.042 -0.005 -0.001 0.007 0.025 0.035 0.029 -0.000 | -| p3770_s | -0.380 0.029 0.004 0.001 -0.121 -0.111 0.126 0.005 -0.039 0.023 1.000 0.015 0.002 0.025 -0.029 -0.002 -0.073 0.038 -0.012 -0.011 0.031 -0.307 0.007 0.003 | -| p4415_s | 0.022 -0.139 -0.047 0.013 0.214 0.020 0.179 -0.031 -0.008 -0.006 0.015 1.000 0.002 -0.001 0.008 0.002 -0.051 0.308 -0.014 0.020 0.057 -0.064 -0.030 0.001 | -| omega_s | 0.001 0.002 -0.012 -0.394 0.006 0.003 0.003 0.010 -0.000 0.000 0.002 0.002 1.000 0.000 0.002 0.020 0.004 0.004 -0.001 -0.001 -0.011 0.000 -0.001 -0.010 | -| Dbar_s | 0.021 0.005 -0.004 0.002 -0.008 0.026 -0.007 -0.006 0.021 -0.001 0.025 -0.001 0.000 1.000 0.045 0.001 0.013 -0.003 -0.001 0.002 0.006 0.050 0.025 0.000 | -| jpsi_p | 0.072 0.105 0.159 -0.041 0.284 0.138 0.075 -0.007 -0.037 0.028 -0.029 0.008 0.002 0.045 1.000 -0.025 -0.385 0.045 0.017 -0.055 -0.314 -0.033 0.028 -0.006 | -| phi_p | -0.003 -0.002 -0.031 0.031 -0.010 0.002 0.001 0.026 -0.002 0.001 -0.002 0.002 0.020 0.001 -0.025 1.000 0.000 -0.000 0.636 0.019 0.012 -0.006 -0.003 0.012 | -| DDstar_p | -0.249 -0.262 -0.130 0.021 0.017 -0.251 -0.185 -0.114 -0.147 0.042 -0.073 -0.051 0.004 0.013 -0.385 0.000 1.000 -0.120 -0.011 0.069 0.267 0.005 -0.244 -0.006 | -| p4160_s | -0.027 -0.175 -0.040 0.020 0.265 -0.055 0.157 0.027 0.272 -0.005 0.038 0.308 0.004 -0.003 0.045 -0.000 -0.120 1.000 -0.033 0.007 -0.131 -0.050 -0.132 0.006 | -| phi_s | -0.001 -0.017 0.066 0.010 -0.049 -0.016 -0.027 -0.061 0.002 -0.001 -0.012 -0.014 -0.001 -0.001 0.017 0.636 -0.011 -0.033 1.000 0.012 0.097 0.002 0.007 0.013 | -| rho_s | -0.012 -0.027 -0.264 0.463 -0.018 0.031 0.006 0.224 -0.021 0.007 -0.011 0.020 -0.001 0.002 -0.055 0.019 0.069 0.007 0.012 1.000 0.071 -0.015 -0.035 0.011 | -| bplus_2 | -0.073 -0.250 -0.179 -0.030 -0.646 0.056 -0.111 -0.048 -0.010 0.025 0.031 0.057 -0.011 0.006 -0.314 0.012 0.267 -0.131 0.097 0.071 1.000 0.001 -0.074 -0.031 | -| p3770_p | 0.021 0.059 0.056 -0.009 -0.169 0.249 -0.113 -0.073 0.140 0.035 -0.307 -0.064 0.000 0.050 -0.033 -0.006 0.005 -0.050 0.002 -0.015 0.001 1.000 0.138 -0.001 | -| p4160_p | -0.057 0.348 0.061 -0.015 -0.330 -0.030 -0.436 0.065 0.311 0.029 0.007 -0.030 -0.001 0.025 0.028 -0.003 -0.244 -0.132 0.007 -0.035 -0.074 0.138 1.000 0.002 | -| rho_p | 0.001 0.006 0.019 -0.018 0.011 0.000 0.005 -0.017 0.001 -0.000 0.003 0.001 -0.010 0.000 -0.006 0.012 -0.006 0.006 0.013 0.011 -0.031 -0.001 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03241830498495091}), (, {'error': 0.1932051281448981}), (, {'error': 0.03647903027224009}), (, {'error': 0.22906337675060762}), (, {'error': 0.205694548847838}), (, {'error': 0.3141769091129172}), (, {'error': 0.16623988759870334}), (, {'error': 0.0679515538769937}), (, {'error': 0.1468698736579208}), (, {'error': 0.024052544691221922}), (, {'error': 0.22465098434691955}), (, {'error': 0.19354469303017163}), (, {'error': 3.31376390558197}), (, {'error': 0.02073033240141009}), (, {'error': 0.025482535482945767}), (, {'error': 0.23414803656129735}), (, {'error': 0.36504332958492025}), (, {'error': 0.16648017644215862}), (, {'error': 1.0843292965866311}), (, {'error': 0.3149369397376769}), (, {'error': 0.092117020004989}), (, {'error': 0.08659212090570678}), (, {'error': 0.09299430932952735}), (, {'error': 0.05245536557825936})]) -Toy 25/25 -Time taken: 3 h, 28 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.5150807727880286 -Mean Ctt error = 0.1942816585738936 -95 Sensitivy = 0.00031706104800907295 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247877.out b/finished fits/ff1data1/slurm-2247877.out deleted file mode 100644 index a009d7f..0000000 --- a/finished fits/ff1data1/slurm-2247877.out +++ /dev/null @@ -1,5241 +0,0 @@ -Simulation starting -2019-09-05 20:21:35.920641: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 20:21:36.635278: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:91:00.0 -2019-09-05 20:21:36.635748: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:21:36.637991: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:21:36.640147: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:21:36.640912: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:21:36.643338: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:21:36.645371: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:21:36.651511: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:21:36.664031: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:21:36.664618: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 20:21:36.673706: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600175000 Hz -2019-09-05 20:21:36.674006: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x563ad6bf6fa0 executing computations on platform Host. Devices: -2019-09-05 20:21:36.674038: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 20:21:36.680623: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:91:00.0 -2019-09-05 20:21:36.680862: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:21:36.680895: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:21:36.680923: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:21:36.680952: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:21:36.680981: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:21:36.681010: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:21:36.681039: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:21:36.700396: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:21:36.700692: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:21:37.161601: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 20:21:37.161668: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 20:21:37.161685: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 20:21:37.176838: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:91:00.0, compute capability: 3.7) -2019-09-05 20:21:37.179852: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x563ad71535e0 executing computations on platform CUDA. Devices: -2019-09-05 20:21:37.179932: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 20:21:39.678463 140476357768960 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 20:21:39.756232 140476357768960 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 20:21:40.453774 140476357768960 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 20:22:24.380851: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 20:22:35.175158 140476357768960 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324366.9928788 Edm = 43.5584 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324366.9928788 Edm = 43.5584 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316749.7188603 Edm = 88.5896 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 316682.8988155 Edm = 123.159 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 315033.8358173 Edm = 2385.72 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298440.8229459 Edm = 1.67033 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298406.8632727 Edm = 24.3644 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298229.5684291 Edm = 7.76308 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298220.1825247 Edm = 1.00161 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298210.3134155 Edm = 4.35621 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297911.0686553 Edm = 123.05 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297672.0927675 Edm = 0.950683 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297671.1237478 Edm = 0.258251 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297670.6861717 Edm = 0.36371 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297634.9148975 Edm = 27.1977 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297562.4316348 Edm = 0.687199 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297561.4608351 Edm = 0.106046 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297561.0809063 Edm = 0.0371542 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297560.9992508 Edm = 0.0304352 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297538.261876 Edm = 9.17356 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297526.2104267 Edm = 158681 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297508.0406998 Edm = 499727 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297465.3564389 Edm = 484618 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297447.2871682 Edm = 157767 NCalls = 103 -VariableMetric: Iteration # 23 - FCN = 297394.117886 Edm = 40350.5 NCalls = 110 -VariableMetric: Iteration # 24 - FCN = 297358.7947796 Edm = 8654.8 NCalls = 115 -VariableMetric: Iteration # 25 - FCN = 297355.5222291 Edm = 4609.61 NCalls = 119 -VariableMetric: Iteration # 26 - FCN = 297351.7930981 Edm = 7631.93 NCalls = 122 -VariableMetric: Iteration # 27 - FCN = 297346.6797209 Edm = 3636.99 NCalls = 125 -VariableMetric: Iteration # 28 - FCN = 297343.4114688 Edm = 161.224 NCalls = 128 -VariableMetric: Iteration # 29 - FCN = 297342.9573981 Edm = 307.876 NCalls = 132 -VariableMetric: Iteration # 30 - FCN = 297338.9940916 Edm = 499.802 NCalls = 134 -VariableMetric: Iteration # 31 - FCN = 297336.7079633 Edm = 211.466 NCalls = 136 -VariableMetric: Iteration # 32 - FCN = 297336.3470134 Edm = 117.585 NCalls = 139 -VariableMetric: Iteration # 33 - FCN = 297333.6597233 Edm = 51.9814 NCalls = 141 -VariableMetric: Iteration # 34 - FCN = 297329.8719632 Edm = 38.2691 NCalls = 143 -VariableMetric: Iteration # 35 - FCN = 297316.6196591 Edm = 62.8631 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297311.5555456 Edm = 49.7931 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297308.6921271 Edm = 32.3993 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297305.9671768 Edm = 40.2681 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297301.8263894 Edm = 6.48115 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297300.7781595 Edm = 3.62902 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297299.0004504 Edm = 3.76136 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297298.2739301 Edm = 1.81035 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297297.1031828 Edm = 4.65141 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297296.2598414 Edm = 1.04027 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297295.2019905 Edm = 0.596654 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297292.5058515 Edm = 1.49366 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297290.8473501 Edm = 2.83777 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297289.7584665 Edm = 1.64603 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297288.742427 Edm = 1.1965 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297287.2511433 Edm = 1.48509 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297286.2888032 Edm = 2.97891 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297284.2332197 Edm = 0.827812 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297283.3387996 Edm = 1.25259 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297281.9541444 Edm = 0.662698 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297281.4687658 Edm = 1.06988 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297281.1525915 Edm = 1.26297 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297280.2791243 Edm = 1.14442 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297278.8945488 Edm = 1.34393 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297278.0246951 Edm = 1.31275 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297277.4012009 Edm = 0.516037 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297277.0395941 Edm = 0.129363 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297276.9112487 Edm = 0.0446423 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297276.8576738 Edm = 0.0160372 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297276.8331639 Edm = 0.00605099 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297276.8274643 Edm = 0.000809314 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297276.8267361 Edm = 0.000138627 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297276.8264453 Edm = 0.000102156 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297276.8262466 Edm = 2.82414e-05 NCalls = 221 -VariableMetric: After Hessian - FCN = 297276.8262466 Edm = 7.37041e-05 NCalls = 702 -VariableMetric: Iteration # 69 - FCN = 297276.8262466 Edm = 7.37041e-05 NCalls = 702 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318117.2643242 Edm = 406.571 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318117.2643242 Edm = 406.571 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299213.818336 Edm = 2.83444 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298810.0379543 Edm = 1.46408 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298801.687055 Edm = 20.3423 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298635.8218423 Edm = 99.3027 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 297912.9108888 Edm = 9.19088 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297907.8852582 Edm = 0.688659 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297904.3992895 Edm = 2.29045 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297639.0781533 Edm = 53.2097 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297598.8051214 Edm = 0.969603 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297597.91792 Edm = 0.0873929 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297597.5244076 Edm = 0.29931 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297494.9017941 Edm = 45.66 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297407.2068263 Edm = 1.84737 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297403.7653005 Edm = 0.348983 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297402.4674224 Edm = 0.124168 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297402.1916904 Edm = 0.0812762 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297400.8279505 Edm = 0.40588 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297400.1500753 Edm = 0.278738 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297389.8081367 Edm = 36.6093 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297380.3388421 Edm = 10.6509 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297370.6295082 Edm = 6.78166 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297346.5260617 Edm = 14.7795 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297325.5274734 Edm = 4.92141 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297320.294952 Edm = 0.19334 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297320.120161 Edm = 0.00897527 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297320.0877263 Edm = 0.0208907 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297316.8973048 Edm = 3.28376 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297308.8413269 Edm = 6.59797 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297288.6526136 Edm = 2.80052 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297286.9997795 Edm = 0.163897 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297286.8264419 Edm = 0.0225575 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297286.7953764 Edm = 0.00891764 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297286.3296207 Edm = 0.483417 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297274.4918999 Edm = 4.17051 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297242.6224953 Edm = 15.313 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297228.4153039 Edm = 3.8747 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297224.6757458 Edm = 0.38769 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297224.1385695 Edm = 0.149591 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297223.8347882 Edm = 0.0169857 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297223.8134546 Edm = 0.00176727 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297223.8087717 Edm = 0.00148527 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297223.7943569 Edm = 0.0117334 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297220.1203522 Edm = 3.39172 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297220.0880514 Edm = 0.0239101 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297220.055369 Edm = 0.0435363 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297218.0034776 Edm = 2.71944 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297217.9621904 Edm = 0.0285937 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297216.1455145 Edm = 2.13326 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297216.0772891 Edm = 0.0601774 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297212.5821014 Edm = 3.14259 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297198.6119854 Edm = 2.77147 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297196.2309417 Edm = 0.0992786 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297196.137223 Edm = 0.00422177 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297196.129513 Edm = 0.00173909 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297196.122696 Edm = 0.00104338 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297196.1188519 Edm = 0.00266824 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297195.4708717 Edm = 0.626138 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297192.0601216 Edm = 3.35216 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297189.9179064 Edm = 0.118878 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297189.7816791 Edm = 0.00537923 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297189.7762736 Edm = 0.00046885 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297189.7755698 Edm = 0.000353901 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297189.7724077 Edm = 0.00305532 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297189.5915968 Edm = 0.17005 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297183.7739431 Edm = 3.73508 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297180.5905363 Edm = 1.85142 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297178.4887526 Edm = 1.01176 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297177.427568 Edm = 1.13075 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297176.3196658 Edm = 0.301302 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297176.1757578 Edm = 0.315106 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297175.9749509 Edm = 0.0564535 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297175.8333023 Edm = 0.019364 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297175.8129136 Edm = 0.00165737 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297175.8115979 Edm = 0.000186656 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297175.8100747 Edm = 0.00136412 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297175.710683 Edm = 0.10762 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297175.6969816 Edm = 0.0134233 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297171.1978682 Edm = 3.38942 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297168.8261586 Edm = 0.838315 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297168.4008122 Edm = 0.265104 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297168.1283927 Edm = 0.152407 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297168.0443864 Edm = 0.0201823 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297168.0277586 Edm = 0.00163463 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297168.0261628 Edm = 0.000101018 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297168.025941 Edm = 0.000106791 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297168.0250928 Edm = 0.000877569 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297167.9384458 Edm = 0.0837178 NCalls = 294 -VariableMetric: Iteration # 88 - FCN = 297165.4461395 Edm = 2.74697 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297164.2218727 Edm = 1.82062 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297161.4742925 Edm = 2.81211 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297159.2826225 Edm = 1.0374 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297157.6058311 Edm = 0.203727 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297157.4401686 Edm = 0.0129657 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297157.4099234 Edm = 0.0133042 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297157.3642731 Edm = 0.0119668 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297157.3522354 Edm = 0.0109515 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297157.3450394 Edm = 0.00152282 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297157.3430083 Edm = 0.000187953 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297157.3427476 Edm = 3.20125e-05 NCalls = 331 -VariableMetric: After Hessian - FCN = 297157.3427476 Edm = 1.95208 NCalls = 814 -VariableMetric: Iteration # 100 - FCN = 297157.3427476 Edm = 1.95208 NCalls = 814 -VariableMetric: Iteration # 101 - FCN = 297154.9390399 Edm = 18.4846 NCalls = 816 -VariableMetric: Iteration # 102 - FCN = 297154.7095614 Edm = 0.222123 NCalls = 818 -VariableMetric: Iteration # 103 - FCN = 297154.4767569 Edm = 0.112686 NCalls = 822 -VariableMetric: Iteration # 104 - FCN = 297154.3090577 Edm = 0.0673519 NCalls = 825 -VariableMetric: Iteration # 105 - FCN = 297154.1861192 Edm = 0.0345045 NCalls = 828 -VariableMetric: Iteration # 106 - FCN = 297154.0909524 Edm = 0.0602556 NCalls = 830 -VariableMetric: Iteration # 107 - FCN = 297154.0182627 Edm = 0.0420706 NCalls = 833 -VariableMetric: Iteration # 108 - FCN = 297153.9710307 Edm = 0.0589921 NCalls = 836 -VariableMetric: Iteration # 109 - FCN = 297153.8232542 Edm = 0.222701 NCalls = 840 -VariableMetric: Iteration # 110 - FCN = 297153.785126 Edm = 0.0839876 NCalls = 843 -VariableMetric: Iteration # 111 - FCN = 297153.6595652 Edm = 0.06758 NCalls = 846 -VariableMetric: Iteration # 112 - FCN = 297153.6021275 Edm = 0.0787155 NCalls = 848 -VariableMetric: Iteration # 113 - FCN = 297153.5802672 Edm = 0.0116225 NCalls = 850 -VariableMetric: Iteration # 114 - FCN = 297153.5575795 Edm = 0.00937239 NCalls = 852 -VariableMetric: Iteration # 115 - FCN = 297153.5486323 Edm = 0.00407983 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297153.5442823 Edm = 0.00170165 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297153.5413543 Edm = 0.00133825 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297153.5378002 Edm = 0.00143919 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297153.5330399 Edm = 0.00156731 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297153.5296927 Edm = 0.000809264 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297153.5278692 Edm = 0.000598405 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297153.5269046 Edm = 0.000219054 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297153.5264295 Edm = 9.08127e-05 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297153.5261667 Edm = 6.94734e-05 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297153.5258817 Edm = 5.74677e-05 NCalls = 875 -VariableMetric: After Hessian - FCN = 297153.5258817 Edm = 0.000623512 NCalls = 1366 -VariableMetric: Iteration # 126 - FCN = 297153.5258817 Edm = 0.000623512 NCalls = 1366 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325417.4136162 Edm = 90.9549 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325417.4136162 Edm = 90.9549 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 319588.4630657 Edm = 61.4465 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 318930.8974709 Edm = 4420.18 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298246.1042174 Edm = 43.365 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298160.9131967 Edm = 10.2624 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298143.7217514 Edm = 11.3401 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297952.3801813 Edm = 0.509998 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297951.2728367 Edm = 0.149521 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297951.0263088 Edm = 0.200847 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297901.8863174 Edm = 36.82 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297768.6606493 Edm = 11.6679 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297758.6887476 Edm = 0.148098 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297758.5322777 Edm = 0.0467492 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297754.3881879 Edm = 4.57491 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297751.9964911 Edm = 2.23857 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297589.371855 Edm = 7.22678 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297580.5093437 Edm = 0.529863 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297579.4000321 Edm = 0.5747 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297577.2746258 Edm = 2.18194 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297527.9815724 Edm = 44.7494 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297338.5149754 Edm = 29.5312 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297316.9141854 Edm = 1.43824 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297314.8916118 Edm = 0.107416 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297314.7938471 Edm = 0.00712531 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297314.7760463 Edm = 0.0110274 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297313.214356 Edm = 1.39257 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297270.5755549 Edm = 8.4917 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297261.4347701 Edm = 0.117487 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297261.3213295 Edm = 0.00449303 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297261.3138635 Edm = 0.00346021 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297261.2345554 Edm = 0.0759724 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297256.7090945 Edm = 4.14868 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297223.0398486 Edm = 2.15402 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297219.8816874 Edm = 0.197945 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297219.6342458 Edm = 0.00622601 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297219.6259077 Edm = 0.00107613 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297219.6238306 Edm = 0.000438904 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297219.6203352 Edm = 0.0028771 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297219.2464227 Edm = 0.339301 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297214.6109779 Edm = 0.679302 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297213.785456 Edm = 0.213398 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297213.4404361 Edm = 0.103956 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297213.3054251 Edm = 0.0143758 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297213.287359 Edm = 0.00145196 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297213.2856918 Edm = 0.000345405 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297213.2850695 Edm = 0.000378185 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297213.276358 Edm = 0.00846698 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297212.1484541 Edm = 1.00338 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297211.9952166 Edm = 0.233779 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297211.6817216 Edm = 0.292506 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297210.0200492 Edm = 0.637958 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297209.3924441 Edm = 0.0470963 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297209.2939566 Edm = 0.0106744 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297209.2801288 Edm = 0.000876235 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297209.2793073 Edm = 0.000426758 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297209.2751346 Edm = 0.00372736 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297208.8822348 Edm = 0.367755 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297205.6309673 Edm = 3.15614 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297204.255271 Edm = 2.48076 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297202.9555344 Edm = 0.479413 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297201.9737274 Edm = 0.47981 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297201.1412476 Edm = 0.722187 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297200.0457406 Edm = 1.33966 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297198.8074125 Edm = 3.01819 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297194.7922664 Edm = 2.54148 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297193.9380835 Edm = 1.12213 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297193.3787705 Edm = 0.360776 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297193.1144435 Edm = 0.244642 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297193.0495449 Edm = 0.0478153 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297193.0110979 Edm = 0.0164497 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297192.9275248 Edm = 0.0564615 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297192.6818915 Edm = 0.0847251 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297192.2886536 Edm = 0.156743 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297192.253963 Edm = 0.216331 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297192.052134 Edm = 0.0250866 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297192.0328172 Edm = 0.00358473 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297192.0291462 Edm = 0.00108345 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297192.0279071 Edm = 0.000448349 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297192.0265608 Edm = 0.00123077 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 297192.0142273 Edm = 0.0123037 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297191.6213252 Edm = 0.0547878 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297190.3125195 Edm = 1.3501 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297188.4831555 Edm = 0.983123 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297186.8726578 Edm = 0.44821 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297186.4402229 Edm = 0.0952481 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297186.2801931 Edm = 0.0224346 NCalls = 266 -VariableMetric: Iteration # 86 - FCN = 297186.2557844 Edm = 0.00140977 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297186.2539234 Edm = 0.000350639 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297186.2525989 Edm = 0.0009254 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297186.2367457 Edm = 0.0154884 NCalls = 276 -VariableMetric: Iteration # 90 - FCN = 297185.8609472 Edm = 0.362103 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297183.4827056 Edm = 0.578577 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297183.1416543 Edm = 0.101426 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297183.0274158 Edm = 0.0208832 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297183.0037202 Edm = 0.00436801 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297182.9982295 Edm = 0.000709273 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297182.9972336 Edm = 0.000527593 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297182.9941465 Edm = 0.00265369 NCalls = 300 -VariableMetric: Iteration # 98 - FCN = 297182.9451151 Edm = 0.0409875 NCalls = 304 -VariableMetric: Iteration # 99 - FCN = 297182.3635536 Edm = 0.630251 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297181.6766939 Edm = 0.880879 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297180.2745691 Edm = 0.971136 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297178.9330991 Edm = 0.299549 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297178.5791 Edm = 0.076384 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297178.4705863 Edm = 0.0477843 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297178.417965 Edm = 0.0282406 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297178.3754805 Edm = 0.00544022 NCalls = 330 -VariableMetric: Iteration # 107 - FCN = 297178.3640094 Edm = 0.000911521 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297178.362882 Edm = 0.000117606 NCalls = 334 -VariableMetric: Iteration # 109 - FCN = 297178.3626567 Edm = 8.9551e-05 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297178.3621482 Edm = 0.000422825 NCalls = 339 -VariableMetric: Iteration # 111 - FCN = 297178.3603681 Edm = 0.00201939 NCalls = 343 -VariableMetric: Iteration # 112 - FCN = 297178.3549725 Edm = 0.00499176 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297177.9317517 Edm = 0.280464 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297177.1930924 Edm = 0.92862 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297176.560593 Edm = 0.18014 NCalls = 360 -VariableMetric: Iteration # 116 - FCN = 297176.2935093 Edm = 0.0088662 NCalls = 362 -VariableMetric: Iteration # 117 - FCN = 297176.285265 Edm = 0.000357659 NCalls = 363 -VariableMetric: Iteration # 118 - FCN = 297176.2848475 Edm = 4.71477e-05 NCalls = 365 -VariableMetric: After Hessian - FCN = 297176.2848475 Edm = 1.24426 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297176.2848475 Edm = 1.24426 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297173.5000716 Edm = 3.36846 NCalls = 846 -VariableMetric: Iteration # 121 - FCN = 297173.3891151 Edm = 1.20088 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297172.7651064 Edm = 0.250037 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297172.2603336 Edm = 0.226424 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297171.8715297 Edm = 0.202374 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297171.706878 Edm = 0.119578 NCalls = 858 -VariableMetric: Iteration # 126 - FCN = 297171.5514836 Edm = 0.0748911 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297171.4987814 Edm = 0.0324106 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297171.446849 Edm = 0.011404 NCalls = 865 -VariableMetric: Iteration # 129 - FCN = 297171.4195502 Edm = 0.00308453 NCalls = 867 -VariableMetric: Iteration # 130 - FCN = 297171.4153084 Edm = 0.000716665 NCalls = 869 -VariableMetric: Iteration # 131 - FCN = 297171.4137262 Edm = 0.00032203 NCalls = 871 -VariableMetric: Iteration # 132 - FCN = 297171.4131631 Edm = 0.000172533 NCalls = 873 -VariableMetric: Iteration # 133 - FCN = 297171.4122493 Edm = 0.000442552 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297171.4107992 Edm = 0.000341 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297171.4102315 Edm = 8.17457e-05 NCalls = 880 -VariableMetric: Iteration # 136 - FCN = 297171.4100953 Edm = 2.11099e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297171.4100953 Edm = 0.000118526 NCalls = 1371 -VariableMetric: Iteration # 137 - FCN = 297171.4100953 Edm = 0.000118526 NCalls = 1371 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309412.3628785 Edm = 30.3637 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309412.3628785 Edm = 30.3637 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301189.7109939 Edm = 18.9024 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301148.4367723 Edm = 303.596 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297998.214866 Edm = 1.54446 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297972.9330908 Edm = 5.31804 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297947.9651583 Edm = 0.375965 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297947.0252014 Edm = 0.575164 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297826.9056474 Edm = 4.35255 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297822.717234 Edm = 0.020321 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297822.1537014 Edm = 0.543826 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297794.8641351 Edm = 2.75303 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297782.4771642 Edm = 6.85732 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297768.5511194 Edm = 5.1034 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297741.19664 Edm = 5.51882 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297736.5726302 Edm = 17.9311 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297733.4010533 Edm = 1.09285 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297731.4803707 Edm = 0.264627 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297731.299203 Edm = 0.0592555 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297731.2223397 Edm = 0.00350309 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297731.181668 Edm = 0.0332639 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297703.1781842 Edm = 5.77086 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297693.7801649 Edm = 0.0940316 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297693.6795966 Edm = 0.00757144 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297693.6647019 Edm = 0.0111731 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297693.4152381 Edm = 0.229733 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297668.4501784 Edm = 10.2167 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297658.7664266 Edm = 5.07411 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297655.0323044 Edm = 0.194111 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297654.5224194 Edm = 0.171761 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297654.0638498 Edm = 0.0304168 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297654.0301457 Edm = 0.00933631 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297654.0223139 Edm = 0.00420505 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297654.0101731 Edm = 0.00669156 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297653.8994389 Edm = 0.0879951 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297649.4239977 Edm = 1.31128 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297646.0113429 Edm = 1.20602 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297644.4119818 Edm = 0.954377 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297643.3968599 Edm = 0.174484 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297642.7398178 Edm = 0.583757 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297642.6451448 Edm = 0.0552463 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297642.5791867 Edm = 0.00266995 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297642.5761804 Edm = 0.000515144 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297642.5745294 Edm = 0.00119497 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297642.4923671 Edm = 0.0735669 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297637.3546429 Edm = 0.331669 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297636.7516077 Edm = 0.27416 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297636.5964914 Edm = 0.403286 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297636.1792106 Edm = 0.0919232 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297636.1163306 Edm = 0.0092839 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297636.1032378 Edm = 0.00211225 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297636.0998521 Edm = 0.00122229 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297636.0881444 Edm = 0.00906998 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297635.4335125 Edm = 0.601605 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297630.2782346 Edm = 3.32616 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297628.9354722 Edm = 4.03717 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297627.0814811 Edm = 9.37874 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297624.7365516 Edm = 1.08612 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297620.0789036 Edm = 3.27228 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297618.4724074 Edm = 0.627631 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297617.7962962 Edm = 0.117419 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297617.7446667 Edm = 0.0320103 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297617.6950403 Edm = 0.00745781 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297617.6818557 Edm = 0.00402298 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297617.6724966 Edm = 0.00388715 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297617.6209217 Edm = 0.0471064 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297616.6620154 Edm = 1.11505 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297611.5409837 Edm = 2.92409 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297609.0404496 Edm = 0.954549 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297608.4424459 Edm = 0.401497 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297608.036476 Edm = 0.22905 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297607.6411438 Edm = 0.342228 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297607.378631 Edm = 0.117449 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297607.2001287 Edm = 0.0406205 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297607.1737956 Edm = 0.00848434 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297607.1620062 Edm = 0.000927459 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297607.1607398 Edm = 0.000280991 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297607.1586437 Edm = 0.00189826 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297606.8689348 Edm = 0.180366 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297605.7337548 Edm = 0.492312 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297605.3737846 Edm = 0.152951 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297605.2280822 Edm = 0.018525 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297605.173019 Edm = 0.0139482 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297605.146024 Edm = 0.00186666 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297605.1445262 Edm = 0.000931944 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297605.1438577 Edm = 0.000100714 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297605.1436265 Edm = 0.000114166 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297605.1379387 Edm = 0.00524377 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297604.7129356 Edm = 0.527155 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297604.566114 Edm = 0.161402 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297604.120901 Edm = 0.390311 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297604.1018118 Edm = 0.0369356 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297604.020462 Edm = 0.100623 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297603.8158873 Edm = 0.138617 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297602.7813007 Edm = 0.124691 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297602.5383761 Edm = 0.015655 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297602.5247166 Edm = 0.00143439 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297602.5232822 Edm = 0.000478704 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297602.5220573 Edm = 0.00042267 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297602.5209535 Edm = 0.000535149 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297602.5117114 Edm = 0.00827596 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297601.8035568 Edm = 0.5113 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297600.3926978 Edm = 0.113874 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297600.3202192 Edm = 0.0101116 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297600.3117394 Edm = 0.000317861 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297600.3113678 Edm = 3.9585e-05 NCalls = 329 -VariableMetric: After Hessian - FCN = 297600.3113678 Edm = 3.5164 NCalls = 800 -VariableMetric: Iteration # 105 - FCN = 297600.3113678 Edm = 3.5164 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297597.2650532 Edm = 1.02815 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297596.9569473 Edm = 0.136823 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297596.8232634 Edm = 0.0185974 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297596.7887091 Edm = 0.00940227 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297596.7319633 Edm = 0.208632 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297596.6704317 Edm = 0.12708 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297596.1379728 Edm = 0.886614 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297596.1294826 Edm = 0.0190056 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297596.0510363 Edm = 0.176121 NCalls = 825 -VariableMetric: Iteration # 115 - FCN = 297595.6502598 Edm = 0.243388 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297595.3891894 Edm = 0.0918402 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297595.3172722 Edm = 0.0173372 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297595.2996384 Edm = 0.00304324 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297595.2969499 Edm = 0.000350937 NCalls = 837 -VariableMetric: Iteration # 120 - FCN = 297595.2965741 Edm = 6.79631e-05 NCalls = 839 -VariableMetric: After Hessian - FCN = 297595.2965741 Edm = 0.000138742 NCalls = 1318 -VariableMetric: Iteration # 121 - FCN = 297595.2965741 Edm = 0.000138742 NCalls = 1318 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304652.3374031 Edm = 4.93167 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304652.3374031 Edm = 4.93167 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302781.1275738 Edm = 160.548 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302682.7079516 Edm = 33.3298 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302648.9986135 Edm = 11.2373 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 302557.1999672 Edm = 5.35219 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 302403.8660929 Edm = 440.772 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 301818.8167251 Edm = 219.88 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 299631.2618642 Edm = 852.444 NCalls = 47 -VariableMetric: Iteration # 8 - FCN = 298938.6327579 Edm = 604.821 NCalls = 50 -VariableMetric: Iteration # 9 - FCN = 298795.5126859 Edm = 49.211 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298755.9998707 Edm = 19.7263 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 298587.0525328 Edm = 47.5642 NCalls = 64 -VariableMetric: Iteration # 12 - FCN = 298575.2877891 Edm = 29.8942 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 298570.0082002 Edm = 9.02533 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 298559.6009071 Edm = 0.339882 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298558.9062309 Edm = 0.485414 NCalls = 72 -VariableMetric: Iteration # 16 - FCN = 298537.2019724 Edm = 14.9092 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 298386.5612286 Edm = 5.86676 NCalls = 81 -VariableMetric: Iteration # 18 - FCN = 298381.6202019 Edm = 0.4283 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 298381.163125 Edm = 0.218295 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 298380.0260854 Edm = 1.08472 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 298337.5306539 Edm = 43.9762 NCalls = 95 -VariableMetric: Iteration # 22 - FCN = 298336.6184129 Edm = 0.645123 NCalls = 98 -VariableMetric: Iteration # 23 - FCN = 298321.5903388 Edm = 14.558 NCalls = 105 -VariableMetric: Iteration # 24 - FCN = 298000.9522194 Edm = 463.153 NCalls = 111 -VariableMetric: Iteration # 25 - FCN = 297995.5739558 Edm = 30.1009 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297754.4814027 Edm = 99.0494 NCalls = 117 -VariableMetric: Iteration # 27 - FCN = 297490.678423 Edm = 8.42283 NCalls = 121 -VariableMetric: Iteration # 28 - FCN = 297475.2838363 Edm = 1.02663 NCalls = 123 -VariableMetric: Iteration # 29 - FCN = 297473.0234204 Edm = 0.77338 NCalls = 125 -VariableMetric: Iteration # 30 - FCN = 297470.5700118 Edm = 0.0613133 NCalls = 127 -VariableMetric: Iteration # 31 - FCN = 297470.4565064 Edm = 0.018988 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297470.3095998 Edm = 0.102907 NCalls = 132 -VariableMetric: Iteration # 33 - FCN = 297448.016609 Edm = 4.45591 NCalls = 139 -VariableMetric: Iteration # 34 - FCN = 297442.9920617 Edm = 0.542907 NCalls = 141 -VariableMetric: Iteration # 35 - FCN = 297442.1842429 Edm = 0.358346 NCalls = 143 -VariableMetric: Iteration # 36 - FCN = 297439.9871744 Edm = 1.27691 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297436.9637483 Edm = 0.346668 NCalls = 150 -VariableMetric: Iteration # 38 - FCN = 297436.5740487 Edm = 0.0395388 NCalls = 152 -VariableMetric: Iteration # 39 - FCN = 297436.5318267 Edm = 0.00721883 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297436.4440164 Edm = 0.068292 NCalls = 157 -VariableMetric: Iteration # 41 - FCN = 297435.5268645 Edm = 1.66481 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297430.3880883 Edm = 3.73856 NCalls = 168 -VariableMetric: Iteration # 43 - FCN = 297415.3961322 Edm = 4.04009 NCalls = 174 -VariableMetric: Iteration # 44 - FCN = 297410.2959062 Edm = 1.1029 NCalls = 176 -VariableMetric: Iteration # 45 - FCN = 297409.1167214 Edm = 0.698127 NCalls = 179 -VariableMetric: Iteration # 46 - FCN = 297408.7936629 Edm = 0.240651 NCalls = 181 -VariableMetric: Iteration # 47 - FCN = 297408.2638893 Edm = 0.0796924 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297408.1657238 Edm = 0.00670886 NCalls = 186 -VariableMetric: Iteration # 49 - FCN = 297408.141499 Edm = 0.0152983 NCalls = 188 -VariableMetric: Iteration # 50 - FCN = 297407.8335135 Edm = 0.344181 NCalls = 192 -VariableMetric: Iteration # 51 - FCN = 297406.9439806 Edm = 0.802877 NCalls = 198 -VariableMetric: Iteration # 52 - FCN = 297385.8594101 Edm = 4.60237 NCalls = 203 -VariableMetric: Iteration # 53 - FCN = 297380.8789153 Edm = 1.99414 NCalls = 205 -VariableMetric: Iteration # 54 - FCN = 297380.2118993 Edm = 0.548645 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297378.9544326 Edm = 0.369487 NCalls = 209 -VariableMetric: Iteration # 56 - FCN = 297378.4433886 Edm = 0.0932072 NCalls = 211 -VariableMetric: Iteration # 57 - FCN = 297378.3402031 Edm = 0.0196798 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297378.3203552 Edm = 0.00547817 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297378.303661 Edm = 0.00949994 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297378.1096278 Edm = 0.163308 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297367.6312064 Edm = 5.71184 NCalls = 227 -VariableMetric: Iteration # 62 - FCN = 297354.3899653 Edm = 0.736315 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297353.5214639 Edm = 1.20346 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297353.0043079 Edm = 0.0704162 NCalls = 234 -VariableMetric: Iteration # 65 - FCN = 297352.912678 Edm = 0.0112712 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297352.8760695 Edm = 0.0159399 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297352.8480216 Edm = 0.00543111 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297352.8322196 Edm = 0.0139123 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297352.7025583 Edm = 0.117281 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297341.5899498 Edm = 6.72271 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297334.5731399 Edm = 1.63788 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297333.2783581 Edm = 0.143062 NCalls = 256 -VariableMetric: Iteration # 73 - FCN = 297333.1809679 Edm = 0.00437718 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297333.1763128 Edm = 0.0007444 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297333.171389 Edm = 0.00129635 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297333.1687027 Edm = 0.000628732 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297333.1660511 Edm = 0.00193085 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297333.1188823 Edm = 0.0379798 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297331.4197998 Edm = 1.56163 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297325.474218 Edm = 1.16168 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297324.3752549 Edm = 0.0944391 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297324.2887299 Edm = 0.00748836 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297324.2817735 Edm = 0.000400178 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297324.281259 Edm = 0.000138765 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297324.2785014 Edm = 0.00231071 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297324.1616906 Edm = 0.11839 NCalls = 292 -VariableMetric: Iteration # 87 - FCN = 297322.3921531 Edm = 0.516287 NCalls = 299 -VariableMetric: Iteration # 88 - FCN = 297321.7853907 Edm = 0.0269669 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297321.7591043 Edm = 0.000867049 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297321.7582314 Edm = 3.37094e-05 NCalls = 305 -VariableMetric: After Hessian - FCN = 297321.7582314 Edm = 1.54739 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297321.7582314 Edm = 1.54739 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297320.3643227 Edm = 0.137475 NCalls = 782 -VariableMetric: Iteration # 93 - FCN = 297320.2861509 Edm = 0.01638 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297320.2723211 Edm = 0.00447619 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297320.267699 Edm = 0.00141303 NCalls = 788 -VariableMetric: Iteration # 96 - FCN = 297320.266051 Edm = 0.000355751 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297320.2656042 Edm = 7.94046e-05 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297320.2655295 Edm = 1.00139e-05 NCalls = 794 -VariableMetric: After Hessian - FCN = 297320.2655295 Edm = 1.12588e-05 NCalls = 1275 -VariableMetric: Iteration # 99 - FCN = 297320.2655295 Edm = 1.12588e-05 NCalls = 1275 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329622.5781737 Edm = 50.5725 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329622.5781737 Edm = 50.5725 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306571.1606832 Edm = 4.55383 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299800.3322746 Edm = 94.5838 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299698.3146239 Edm = 2.80654 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 299688.7900497 Edm = 9.56889 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 299587.5535517 Edm = 88.9812 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 298447.0509513 Edm = 331.929 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297744.2723742 Edm = 4.85106 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297743.1680002 Edm = 0.627786 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297742.232719 Edm = 1.48343 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297669.1907413 Edm = 28.6831 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297621.6067075 Edm = 1.36206 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297620.2225161 Edm = 0.0477537 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297619.9045229 Edm = 0.248564 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297542.3558195 Edm = 33.9267 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297492.0301173 Edm = 2.1528 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297490.5664374 Edm = 0.00764209 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297490.5211259 Edm = 0.0366968 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297437.9383169 Edm = 9.37792 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297387.9695154 Edm = 15.628 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297356.4518544 Edm = 5.12797 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297350.4416749 Edm = 0.227722 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297350.2227445 Edm = 0.020369 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297350.1945663 Edm = 0.00926943 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297350.1450496 Edm = 0.0460266 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297336.2891619 Edm = 0.31361 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297313.6095423 Edm = 2.34949 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297311.178408 Edm = 0.958143 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297309.7110844 Edm = 0.420336 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297309.2011077 Edm = 0.0917269 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297309.0849742 Edm = 0.00818533 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297309.0738756 Edm = 0.00126709 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297309.0667883 Edm = 0.00651764 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297308.2423964 Edm = 0.75363 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297298.3300363 Edm = 11.9801 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297282.7044017 Edm = 4.57098 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297276.1388524 Edm = 17.7458 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297270.8974647 Edm = 3.39384 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297269.3703762 Edm = 4.87944 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297261.3659475 Edm = 4.3267 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297256.203671 Edm = 8.48377 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297253.9995026 Edm = 4.83107 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297251.252451 Edm = 0.323076 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297250.964659 Edm = 0.0927161 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297250.9161587 Edm = 0.00238591 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297250.9119621 Edm = 0.00172035 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297250.8819268 Edm = 0.0381565 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297249.793227 Edm = 1.027 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297240.5486005 Edm = 0.664512 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297239.664449 Edm = 0.0859931 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297239.6020308 Edm = 0.0132398 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297239.5887635 Edm = 0.00068251 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297239.5830902 Edm = 0.00454726 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297238.7813276 Edm = 0.80371 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297238.7239142 Edm = 0.0482022 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297237.0674328 Edm = 1.31085 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297230.1880228 Edm = 2.99398 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297228.2411133 Edm = 2.06072 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297225.853364 Edm = 1.17776 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297224.2593991 Edm = 0.82154 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297223.0431586 Edm = 0.506079 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297222.1013886 Edm = 1.33577 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297221.5768885 Edm = 0.451633 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297220.8452057 Edm = 0.270504 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297220.1950011 Edm = 0.629426 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297219.9653509 Edm = 0.155867 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297219.7011892 Edm = 0.0331147 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297219.6525545 Edm = 0.0030584 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297219.6491001 Edm = 0.000503139 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297219.6480271 Edm = 0.00070925 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297219.6338852 Edm = 0.0157311 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297219.250428 Edm = 0.134385 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297217.2347001 Edm = 1.07446 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297214.2669423 Edm = 0.196314 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297214.0555015 Edm = 0.0199643 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297214.0374893 Edm = 0.00772622 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297214.0312958 Edm = 0.00448319 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297214.0267518 Edm = 0.000327411 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297214.0263166 Edm = 7.18095e-05 NCalls = 244 -VariableMetric: After Hessian - FCN = 297214.0263166 Edm = 8.99908 NCalls = 723 -VariableMetric: Iteration # 79 - FCN = 297214.0263166 Edm = 8.99908 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297212.9486577 Edm = 9.83026 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297209.0077203 Edm = 1.19198 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297208.2139335 Edm = 1.66309 NCalls = 729 -VariableMetric: Iteration # 83 - FCN = 297207.9902086 Edm = 0.259328 NCalls = 731 -VariableMetric: Iteration # 84 - FCN = 297207.7697421 Edm = 0.275719 NCalls = 734 -VariableMetric: Iteration # 85 - FCN = 297207.522104 Edm = 0.106866 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297207.3961917 Edm = 0.100953 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297207.3297879 Edm = 0.0399614 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297207.2645478 Edm = 0.0117728 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297207.2452083 Edm = 0.00549178 NCalls = 747 -VariableMetric: Iteration # 90 - FCN = 297207.2389788 Edm = 0.00668464 NCalls = 749 -VariableMetric: Iteration # 91 - FCN = 297207.2333158 Edm = 0.00311875 NCalls = 751 -VariableMetric: Iteration # 92 - FCN = 297207.2286235 Edm = 0.00147729 NCalls = 753 -VariableMetric: Iteration # 93 - FCN = 297207.223295 Edm = 0.00240889 NCalls = 755 -VariableMetric: Iteration # 94 - FCN = 297207.2181951 Edm = 0.0025845 NCalls = 757 -VariableMetric: Iteration # 95 - FCN = 297207.2136517 Edm = 0.00162652 NCalls = 759 -VariableMetric: Iteration # 96 - FCN = 297207.2101044 Edm = 0.000786201 NCalls = 761 -VariableMetric: Iteration # 97 - FCN = 297207.2086186 Edm = 0.000667011 NCalls = 763 -VariableMetric: Iteration # 98 - FCN = 297207.2046621 Edm = 0.0027713 NCalls = 766 -VariableMetric: Iteration # 99 - FCN = 297207.1970822 Edm = 0.00307579 NCalls = 769 -VariableMetric: Iteration # 100 - FCN = 297207.1928553 Edm = 0.00134924 NCalls = 772 -VariableMetric: Iteration # 101 - FCN = 297207.1906932 Edm = 0.000768873 NCalls = 774 -VariableMetric: Iteration # 102 - FCN = 297207.1895252 Edm = 0.000382113 NCalls = 777 -VariableMetric: Iteration # 103 - FCN = 297207.1889133 Edm = 0.000236953 NCalls = 779 -VariableMetric: Iteration # 104 - FCN = 297207.1882844 Edm = 0.000256768 NCalls = 781 -VariableMetric: Iteration # 105 - FCN = 297207.1875031 Edm = 0.000249533 NCalls = 784 -VariableMetric: Iteration # 106 - FCN = 297207.1869759 Edm = 6.35477e-05 NCalls = 786 -VariableMetric: After Hessian - FCN = 297207.1869759 Edm = 0.000156127 NCalls = 1267 -VariableMetric: Iteration # 107 - FCN = 297207.1869759 Edm = 0.000156127 NCalls = 1267 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314019.6530445 Edm = 12.8849 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314019.6530445 Edm = 12.8849 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299022.2212743 Edm = 63.7079 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298782.151759 Edm = 50.6151 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298392.8263319 Edm = 117.778 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298154.7064733 Edm = 13.0444 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 298129.6288445 Edm = 1.31217 NCalls = 18 -VariableMetric: Iteration # 6 - FCN = 298125.0904657 Edm = 2.23531 NCalls = 20 -VariableMetric: Iteration # 7 - FCN = 297999.9390272 Edm = 39.7577 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297933.5773757 Edm = 1.05616 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297932.5481018 Edm = 0.0592676 NCalls = 29 -VariableMetric: Iteration # 10 - FCN = 297932.4110107 Edm = 0.10066 NCalls = 31 -VariableMetric: Iteration # 11 - FCN = 297864.423823 Edm = 2.87866 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297667.7195205 Edm = 15.7014 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297611.6748653 Edm = 12.6353 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297597.6599101 Edm = 0.63644 NCalls = 45 -VariableMetric: Iteration # 15 - FCN = 297597.165401 Edm = 0.0355156 NCalls = 47 -VariableMetric: Iteration # 16 - FCN = 297597.08988 Edm = 0.048262 NCalls = 49 -VariableMetric: Iteration # 17 - FCN = 297595.8821158 Edm = 0.965535 NCalls = 54 -VariableMetric: Iteration # 18 - FCN = 297496.7714251 Edm = 28.2652 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297471.5158507 Edm = 0.778646 NCalls = 62 -VariableMetric: Iteration # 20 - FCN = 297470.7926185 Edm = 0.0927043 NCalls = 63 -VariableMetric: Iteration # 21 - FCN = 297470.5412705 Edm = 0.0817537 NCalls = 65 -VariableMetric: Iteration # 22 - FCN = 297470.433484 Edm = 0.00604903 NCalls = 67 -VariableMetric: Iteration # 23 - FCN = 297470.3819776 Edm = 0.0435592 NCalls = 70 -VariableMetric: Iteration # 24 - FCN = 297463.4975294 Edm = 6.00911 NCalls = 76 -VariableMetric: Iteration # 25 - FCN = 297445.8573429 Edm = 4.22039 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297441.9606262 Edm = 0.152762 NCalls = 81 -VariableMetric: Iteration # 27 - FCN = 297441.8174665 Edm = 0.0140166 NCalls = 83 -VariableMetric: Iteration # 28 - FCN = 297441.7884965 Edm = 0.00419579 NCalls = 85 -VariableMetric: Iteration # 29 - FCN = 297441.7822951 Edm = 0.00127147 NCalls = 87 -VariableMetric: Iteration # 30 - FCN = 297441.4269946 Edm = 0.370064 NCalls = 93 -VariableMetric: Iteration # 31 - FCN = 297441.4170584 Edm = 0.00879479 NCalls = 96 -VariableMetric: Iteration # 32 - FCN = 297439.2455714 Edm = 0.280655 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297430.1259209 Edm = 2.38611 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297425.5949017 Edm = 1.13944 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297424.318749 Edm = 0.0934602 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297424.2445174 Edm = 0.0471227 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297424.1928779 Edm = 0.00722228 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297424.1787261 Edm = 0.00220275 NCalls = 117 -VariableMetric: Iteration # 39 - FCN = 297424.1742971 Edm = 0.000944241 NCalls = 119 -VariableMetric: Iteration # 40 - FCN = 297424.1692979 Edm = 0.00343276 NCalls = 122 -VariableMetric: Iteration # 41 - FCN = 297423.4053749 Edm = 0.562012 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297416.1860312 Edm = 1.38829 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297415.0870455 Edm = 0.564067 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297414.7667798 Edm = 0.186586 NCalls = 136 -VariableMetric: Iteration # 45 - FCN = 297414.5587798 Edm = 0.0859382 NCalls = 138 -VariableMetric: Iteration # 46 - FCN = 297414.3852519 Edm = 0.0204116 NCalls = 140 -VariableMetric: Iteration # 47 - FCN = 297414.333904 Edm = 0.00701385 NCalls = 142 -VariableMetric: Iteration # 48 - FCN = 297414.3215795 Edm = 0.00320079 NCalls = 144 -VariableMetric: Iteration # 49 - FCN = 297414.317667 Edm = 0.000542118 NCalls = 146 -VariableMetric: Iteration # 50 - FCN = 297414.3166864 Edm = 0.00084085 NCalls = 148 -VariableMetric: Iteration # 51 - FCN = 297414.3145852 Edm = 0.0025456 NCalls = 151 -VariableMetric: Iteration # 52 - FCN = 297414.2193942 Edm = 0.0880461 NCalls = 157 -VariableMetric: Iteration # 53 - FCN = 297412.623157 Edm = 1.08512 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297410.9509263 Edm = 2.23069 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297410.2430396 Edm = 0.584339 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297409.4679859 Edm = 0.633174 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297408.6483619 Edm = 0.405187 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297408.1237826 Edm = 0.329763 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297407.9919876 Edm = 0.0722539 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297407.9140634 Edm = 0.0333162 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297407.8901541 Edm = 0.00227042 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297407.8875455 Edm = 0.000176016 NCalls = 191 -VariableMetric: Iteration # 63 - FCN = 297407.8861862 Edm = 0.00116569 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297407.4851221 Edm = 0.514141 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297407.4787424 Edm = 0.00644861 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297407.3307139 Edm = 0.164157 NCalls = 208 -VariableMetric: Iteration # 67 - FCN = 297407.3184361 Edm = 0.0102174 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297406.4941027 Edm = 0.914463 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297406.451399 Edm = 0.0332229 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297405.9480521 Edm = 0.490537 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297404.3409658 Edm = 0.369572 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297403.9719842 Edm = 0.0746981 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297403.8668159 Edm = 0.0104708 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297403.8542156 Edm = 0.000856553 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297403.8533127 Edm = 0.000159495 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297403.8525545 Edm = 0.000558978 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297403.7751764 Edm = 0.0645631 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297403.1133258 Edm = 0.313271 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297402.2164931 Edm = 0.104026 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297402.0956301 Edm = 0.00223815 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297402.0926002 Edm = 0.000251451 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297402.0923185 Edm = 3.49739e-05 NCalls = 254 -VariableMetric: After Hessian - FCN = 297402.0923185 Edm = 444.868 NCalls = 731 -VariableMetric: Iteration # 83 - FCN = 297402.0923185 Edm = 444.868 NCalls = 731 -VariableMetric: Iteration # 84 - FCN = 297401.6762984 Edm = 457.754 NCalls = 736 -VariableMetric: Iteration # 85 - FCN = 297401.4805501 Edm = 36.3477 NCalls = 741 -VariableMetric: Iteration # 86 - FCN = 297401.0568616 Edm = 0.258737 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297400.7836261 Edm = 0.0106147 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297400.7404587 Edm = 0.0127136 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297400.7379241 Edm = 0.0094595 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297400.7278268 Edm = 0.00160131 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297400.7272167 Edm = 0.00548719 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297400.6967977 Edm = 0.0189905 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297400.6538921 Edm = 0.0227758 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297400.6097511 Edm = 0.0337436 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297400.5560611 Edm = 0.0376602 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297400.4332147 Edm = 0.0382422 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297400.3754607 Edm = 0.0388782 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297400.2790794 Edm = 0.0789668 NCalls = 781 -VariableMetric: Iteration # 99 - FCN = 297400.0379253 Edm = 0.0819028 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297399.6877199 Edm = 0.211865 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297399.2156176 Edm = 0.187938 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297398.5470543 Edm = 0.19217 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297398.1865611 Edm = 0.0540941 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297398.0676068 Edm = 0.0410104 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297398.0007624 Edm = 0.0200573 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297397.9526313 Edm = 0.00827065 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297397.9322954 Edm = 0.00757178 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297397.9149512 Edm = 0.00629807 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297397.8925106 Edm = 0.00795367 NCalls = 806 -VariableMetric: Iteration # 110 - FCN = 297397.8757531 Edm = 0.0026516 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297397.8721125 Edm = 0.00067407 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297397.8705048 Edm = 0.000683542 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297397.8689401 Edm = 0.000347135 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297397.8680466 Edm = 0.000375979 NCalls = 816 -VariableMetric: Iteration # 115 - FCN = 297397.866747 Edm = 0.000306775 NCalls = 818 -VariableMetric: Iteration # 116 - FCN = 297397.8660472 Edm = 0.000267587 NCalls = 820 -VariableMetric: Iteration # 117 - FCN = 297397.8648186 Edm = 0.000274129 NCalls = 822 -VariableMetric: Iteration # 118 - FCN = 297397.8639416 Edm = 0.000378067 NCalls = 824 -VariableMetric: Iteration # 119 - FCN = 297397.8628042 Edm = 0.000199298 NCalls = 826 -VariableMetric: Iteration # 120 - FCN = 297397.8617796 Edm = 0.0005236 NCalls = 828 -VariableMetric: Iteration # 121 - FCN = 297397.8599724 Edm = 0.000418672 NCalls = 830 -VariableMetric: Iteration # 122 - FCN = 297397.858304 Edm = 0.00117633 NCalls = 832 -VariableMetric: Iteration # 123 - FCN = 297397.8514171 Edm = 0.00197249 NCalls = 835 -VariableMetric: Iteration # 124 - FCN = 297397.8418642 Edm = 0.00592852 NCalls = 837 -VariableMetric: Iteration # 125 - FCN = 297397.8198383 Edm = 0.00121795 NCalls = 839 -VariableMetric: Iteration # 126 - FCN = 297397.8177393 Edm = 0.000326937 NCalls = 841 -VariableMetric: Iteration # 127 - FCN = 297397.8172355 Edm = 3.16183e-05 NCalls = 843 -VariableMetric: After Hessian - FCN = 297397.8172355 Edm = 0.000189687 NCalls = 1322 -VariableMetric: Iteration # 128 - FCN = 297397.8172355 Edm = 0.000189687 NCalls = 1322 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300963.0724197 Edm = 17.3374 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300963.0724197 Edm = 17.3374 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299359.0497671 Edm = 1.5125 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299353.3847439 Edm = 1.20037 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299271.0518396 Edm = 94.955 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299224.871816 Edm = 49.4204 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299197.7492156 Edm = 18.4258 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297674.9181595 Edm = 67.74 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297547.0873381 Edm = 3.56591 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297544.7348776 Edm = 0.172914 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297544.3290468 Edm = 0.355251 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297483.9156077 Edm = 7.10059 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297472.8651941 Edm = 0.0688011 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297472.7692938 Edm = 0.0269568 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297467.3946476 Edm = 5.29644 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297466.1933915 Edm = 1.11739 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297334.6848499 Edm = 44.5729 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297277.6427039 Edm = 3.66073 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297274.4604237 Edm = 0.0960524 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297274.379395 Edm = 0.00507594 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297274.3246678 Edm = 0.049727 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297272.1093538 Edm = 2.28487 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297252.0571269 Edm = 13.3759 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297209.7382774 Edm = 11.8404 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297201.4789197 Edm = 0.427135 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297200.9397632 Edm = 0.0327345 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297200.9005276 Edm = 0.00606293 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297200.780152 Edm = 0.124528 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297197.3720249 Edm = 2.70569 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297177.8355666 Edm = 1.06287 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297177.0445128 Edm = 0.150498 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297176.8920549 Edm = 0.00448082 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297176.8833506 Edm = 0.00665116 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297176.8225439 Edm = 0.0720837 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297173.309324 Edm = 0.562473 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297171.0397366 Edm = 0.127007 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297170.9061559 Edm = 0.00158226 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297170.9041175 Edm = 0.000550383 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297170.8637338 Edm = 0.0408089 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297170.2243248 Edm = 0.15686 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297166.8371132 Edm = 1.78764 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297160.1126436 Edm = 0.199743 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297159.9619317 Edm = 0.00647958 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297159.9546464 Edm = 0.000745873 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297159.9528739 Edm = 0.00116707 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297159.9351603 Edm = 0.0190374 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297159.5690949 Edm = 0.324232 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297156.4910621 Edm = 0.350572 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297156.1393021 Edm = 0.00721586 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297156.1311496 Edm = 0.000169577 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297156.1309692 Edm = 4.30507e-05 NCalls = 177 -VariableMetric: After Hessian - FCN = 297156.1309692 Edm = 59.1183 NCalls = 652 -VariableMetric: Iteration # 50 - FCN = 297156.1309692 Edm = 59.1183 NCalls = 652 -VariableMetric: Iteration # 51 - FCN = 297155.3281903 Edm = 139.247 NCalls = 655 -VariableMetric: Iteration # 52 - FCN = 297155.258175 Edm = 3096.61 NCalls = 663 -VariableMetric: Iteration # 53 - FCN = 297155.2027029 Edm = 6074.33 NCalls = 668 -VariableMetric: Iteration # 54 - FCN = 297154.8257972 Edm = 46098.6 NCalls = 672 -VariableMetric: Iteration # 55 - FCN = 297154.3907175 Edm = 6161.32 NCalls = 676 -VariableMetric: Iteration # 56 - FCN = 297153.6434328 Edm = 1727.3 NCalls = 680 -VariableMetric: Iteration # 57 - FCN = 297153.2019359 Edm = 1198.45 NCalls = 684 -VariableMetric: Iteration # 58 - FCN = 297152.690063 Edm = 1065.88 NCalls = 688 -VariableMetric: Iteration # 59 - FCN = 297152.4810676 Edm = 1228.55 NCalls = 692 -VariableMetric: Iteration # 60 - FCN = 297151.70029 Edm = 648.462 NCalls = 695 -VariableMetric: Iteration # 61 - FCN = 297151.1843604 Edm = 2065.74 NCalls = 698 -VariableMetric: Iteration # 62 - FCN = 297149.8997176 Edm = 694.737 NCalls = 701 -VariableMetric: Iteration # 63 - FCN = 297149.5100602 Edm = 266.353 NCalls = 704 -VariableMetric: Iteration # 64 - FCN = 297149.2390709 Edm = 40.0828 NCalls = 707 -VariableMetric: Iteration # 65 - FCN = 297149.1714781 Edm = 40.7727 NCalls = 710 -VariableMetric: Iteration # 66 - FCN = 297148.9012735 Edm = 35.2969 NCalls = 713 -VariableMetric: Iteration # 67 - FCN = 297148.4104825 Edm = 44.3245 NCalls = 715 -VariableMetric: Iteration # 68 - FCN = 297147.9892537 Edm = 1.76042 NCalls = 718 -VariableMetric: Iteration # 69 - FCN = 297147.7939351 Edm = 7.65243 NCalls = 720 -VariableMetric: Iteration # 70 - FCN = 297147.5652987 Edm = 1.86168 NCalls = 722 -VariableMetric: Iteration # 71 - FCN = 297147.2827547 Edm = 1.34904 NCalls = 724 -VariableMetric: Iteration # 72 - FCN = 297146.8120815 Edm = 2.86351 NCalls = 726 -VariableMetric: Iteration # 73 - FCN = 297146.6501549 Edm = 3.16394 NCalls = 728 -VariableMetric: Iteration # 74 - FCN = 297146.5410102 Edm = 0.208892 NCalls = 730 -VariableMetric: Iteration # 75 - FCN = 297146.458373 Edm = 0.337682 NCalls = 732 -VariableMetric: Iteration # 76 - FCN = 297146.4226424 Edm = 0.215839 NCalls = 734 -VariableMetric: Iteration # 77 - FCN = 297146.3372525 Edm = 0.593717 NCalls = 736 -VariableMetric: Iteration # 78 - FCN = 297146.2763632 Edm = 0.0687157 NCalls = 737 -VariableMetric: Iteration # 79 - FCN = 297146.1393774 Edm = 0.0709484 NCalls = 739 -VariableMetric: Iteration # 80 - FCN = 297146.0590977 Edm = 0.045598 NCalls = 741 -VariableMetric: Iteration # 81 - FCN = 297146.0086956 Edm = 0.0100327 NCalls = 743 -VariableMetric: Iteration # 82 - FCN = 297145.99557 Edm = 0.00267535 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297145.9896567 Edm = 0.00122427 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297145.9878494 Edm = 0.000143053 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297145.9875965 Edm = 5.06858e-05 NCalls = 751 -VariableMetric: After Hessian - FCN = 297145.9875965 Edm = 6.93402e-05 NCalls = 1228 -VariableMetric: Iteration # 86 - FCN = 297145.9875965 Edm = 6.93402e-05 NCalls = 1228 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305996.0130309 Edm = 242.077 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305996.0130309 Edm = 242.077 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304710.9700281 Edm = 267.922 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 303475.1599986 Edm = 489.459 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 301542.0089891 Edm = 156.925 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 301010.5424116 Edm = 69.8779 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300167.2938227 Edm = 36.5018 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 300039.5700795 Edm = 77.6161 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299434.740232 Edm = 146.33 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299250.8382374 Edm = 519.286 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298984.7649719 Edm = 95.0042 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298865.3275086 Edm = 458.962 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298507.4658521 Edm = 231.417 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298497.5270474 Edm = 34.2952 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298465.0389203 Edm = 3.68111 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298461.0642239 Edm = 1.25643 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298444.5113547 Edm = 13.192 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297883.1900339 Edm = 6.25495 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297872.1319907 Edm = 9.17245 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297858.2721263 Edm = 0.923229 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297846.6925749 Edm = 1.60081 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297845.4143643 Edm = 0.456788 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297844.9410181 Edm = 0.212251 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297841.4962836 Edm = 3.79154 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297820.533724 Edm = 8.35246 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297798.149723 Edm = 0.512054 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297797.5551946 Edm = 0.0801229 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297797.4675858 Edm = 0.0431349 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297795.1321245 Edm = 2.16171 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297702.7371989 Edm = 33.7777 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297636.872653 Edm = 7.75579 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297599.5960046 Edm = 10.9864 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297587.1744908 Edm = 3.43128 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297580.5429206 Edm = 1.11814 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297576.263485 Edm = 2.37933 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297567.4195036 Edm = 5.01668 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297563.6689535 Edm = 6.16444 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297556.1439023 Edm = 11.0795 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297554.1725789 Edm = 5.54189 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297537.8372259 Edm = 10.7978 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297519.0477332 Edm = 6.31272 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297513.2914774 Edm = 2.71981 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297511.7148972 Edm = 0.855902 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297510.3507796 Edm = 0.472423 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297508.2285125 Edm = 1.33299 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297481.5873128 Edm = 20.2693 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297441.4730897 Edm = 11.9812 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297415.1388306 Edm = 2.80645 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297409.9247659 Edm = 0.447596 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297408.9927282 Edm = 0.15786 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297408.870114 Edm = 0.0132015 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297408.8550543 Edm = 0.00239572 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297408.8438328 Edm = 0.00918401 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297408.3467463 Edm = 0.621063 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297408.3381854 Edm = 0.00641369 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297407.3200237 Edm = 1.13881 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297407.3086819 Edm = 0.00952788 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297404.4209439 Edm = 0.854873 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297381.8215044 Edm = 13.9143 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297352.6440339 Edm = 26.0303 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297333.8728891 Edm = 3.26599 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297331.586691 Edm = 0.243558 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297331.3721756 Edm = 0.0219646 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297331.3452094 Edm = 0.00198912 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297331.3397958 Edm = 0.00196671 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297331.3351232 Edm = 0.00133683 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297331.3033631 Edm = 0.0286811 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297330.2651041 Edm = 0.840867 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297318.9255077 Edm = 3.89862 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297312.8015931 Edm = 0.728453 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297311.9196614 Edm = 0.0747088 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297311.8680094 Edm = 0.0218371 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297311.8499592 Edm = 0.00076258 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297311.8488925 Edm = 0.000282983 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297311.8470412 Edm = 0.00135353 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297311.8047047 Edm = 0.0341241 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297308.4854599 Edm = 0.700534 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297307.6235627 Edm = 0.0384926 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297307.5888576 Edm = 0.00103444 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297307.587468 Edm = 0.00015749 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297307.5860726 Edm = 0.00111774 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297307.49807 Edm = 0.081906 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297305.7444414 Edm = 0.368993 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297305.3146223 Edm = 0.0232981 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297305.2963892 Edm = 0.000504984 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297305.2958082 Edm = 0.000164178 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297305.2922878 Edm = 0.00370638 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297305.0984943 Edm = 0.0399742 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297303.9526447 Edm = 0.411952 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297302.2675803 Edm = 0.127417 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297302.0883144 Edm = 0.020324 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297302.0582047 Edm = 0.0109407 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297302.0512305 Edm = 0.00104176 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297302.0500326 Edm = 9.7338e-05 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297302.0495093 Edm = 0.000387002 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297302.0240806 Edm = 0.022697 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297301.2331827 Edm = 0.488898 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297299.9497613 Edm = 0.103336 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297299.8346252 Edm = 0.0119741 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297299.8235736 Edm = 0.00164462 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 297299.8219126 Edm = 0.000176444 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297299.8215973 Edm = 0.00015561 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297299.8190293 Edm = 0.00236524 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297299.7873859 Edm = 0.0209164 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297299.0607223 Edm = 0.771165 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297298.816342 Edm = 0.242144 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297295.3304155 Edm = 5.61359 NCalls = 337 -VariableMetric: Iteration # 106 - FCN = 297295.2626185 Edm = 0.0369328 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297295.1541814 Edm = 0.397877 NCalls = 341 -VariableMetric: Iteration # 108 - FCN = 297294.9321121 Edm = 0.377114 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297292.0572413 Edm = 2.9271 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297291.6953581 Edm = 0.442132 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297289.7422662 Edm = 1.72438 NCalls = 359 -VariableMetric: Iteration # 112 - FCN = 297282.4065651 Edm = 1.13916 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297281.6307582 Edm = 0.127799 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297281.5594577 Edm = 0.00982233 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297281.5465826 Edm = 0.00126535 NCalls = 369 -VariableMetric: Iteration # 116 - FCN = 297281.5450502 Edm = 0.000316474 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297281.5447548 Edm = 8.1495e-05 NCalls = 373 -VariableMetric: Iteration # 118 - FCN = 297281.5445687 Edm = 5.06025e-05 NCalls = 375 -VariableMetric: After Hessian - FCN = 297281.5445687 Edm = 434.273 NCalls = 856 -VariableMetric: Iteration # 119 - FCN = 297281.5445687 Edm = 434.273 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297279.5409982 Edm = 65.5755 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297279.2791479 Edm = 0.561051 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297278.5436087 Edm = 0.209739 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297277.0140376 Edm = 0.42349 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297276.3632731 Edm = 0.213592 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297275.6851683 Edm = 0.111216 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297275.534159 Edm = 0.21555 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297275.3963333 Edm = 0.1461 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297275.1443256 Edm = 0.111985 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297274.8685666 Edm = 0.0381002 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297274.7670295 Edm = 0.0559067 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297274.7002353 Edm = 0.0503966 NCalls = 891 -VariableMetric: Iteration # 132 - FCN = 297274.6223959 Edm = 0.0227092 NCalls = 894 -VariableMetric: Iteration # 133 - FCN = 297274.54075 Edm = 0.0843487 NCalls = 897 -VariableMetric: Iteration # 134 - FCN = 297274.4700159 Edm = 0.0238286 NCalls = 899 -VariableMetric: Iteration # 135 - FCN = 297274.3602951 Edm = 0.0434318 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297274.2633312 Edm = 0.0299567 NCalls = 903 -VariableMetric: Iteration # 137 - FCN = 297274.1792851 Edm = 0.037341 NCalls = 905 -VariableMetric: Iteration # 138 - FCN = 297274.1192989 Edm = 0.021872 NCalls = 907 -VariableMetric: Iteration # 139 - FCN = 297274.0875308 Edm = 0.0175463 NCalls = 910 -VariableMetric: Iteration # 140 - FCN = 297274.0392722 Edm = 0.0089993 NCalls = 912 -VariableMetric: Iteration # 141 - FCN = 297274.0164026 Edm = 0.0121159 NCalls = 914 -VariableMetric: Iteration # 142 - FCN = 297273.9828333 Edm = 0.0265843 NCalls = 916 -VariableMetric: Iteration # 143 - FCN = 297273.9115747 Edm = 0.0329055 NCalls = 920 -VariableMetric: Iteration # 144 - FCN = 297273.8347227 Edm = 0.0522659 NCalls = 923 -VariableMetric: Iteration # 145 - FCN = 297273.7725988 Edm = 0.0693267 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297273.6970726 Edm = 0.079633 NCalls = 929 -VariableMetric: Iteration # 147 - FCN = 297273.628413 Edm = 0.0236229 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297273.5835464 Edm = 0.0195891 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297273.5574825 Edm = 0.013699 NCalls = 935 -VariableMetric: Iteration # 150 - FCN = 297273.5308654 Edm = 0.00828357 NCalls = 937 -VariableMetric: Iteration # 151 - FCN = 297273.508381 Edm = 0.00619993 NCalls = 939 -VariableMetric: Iteration # 152 - FCN = 297273.4876549 Edm = 0.0069433 NCalls = 941 -VariableMetric: Iteration # 153 - FCN = 297273.4766095 Edm = 0.00763573 NCalls = 944 -VariableMetric: Iteration # 154 - FCN = 297273.4697935 Edm = 0.00240215 NCalls = 946 -VariableMetric: Iteration # 155 - FCN = 297273.4626235 Edm = 0.00298374 NCalls = 948 -VariableMetric: Iteration # 156 - FCN = 297273.450105 Edm = 0.00426741 NCalls = 950 -VariableMetric: Iteration # 157 - FCN = 297273.4370935 Edm = 0.0088965 NCalls = 953 -VariableMetric: Iteration # 158 - FCN = 297273.4205821 Edm = 0.0109476 NCalls = 957 -VariableMetric: Iteration # 159 - FCN = 297273.4073937 Edm = 0.00437058 NCalls = 960 -VariableMetric: Iteration # 160 - FCN = 297273.3961633 Edm = 0.00683046 NCalls = 963 -VariableMetric: Iteration # 161 - FCN = 297273.3807227 Edm = 0.00628163 NCalls = 965 -VariableMetric: Iteration # 162 - FCN = 297273.3722825 Edm = 0.00398553 NCalls = 968 -VariableMetric: Iteration # 163 - FCN = 297273.366748 Edm = 0.00209174 NCalls = 971 -VariableMetric: Iteration # 164 - FCN = 297273.3644987 Edm = 0.000714028 NCalls = 973 -VariableMetric: Iteration # 165 - FCN = 297273.3626048 Edm = 0.000973863 NCalls = 975 -VariableMetric: Iteration # 166 - FCN = 297273.3593881 Edm = 0.00074424 NCalls = 977 -VariableMetric: Iteration # 167 - FCN = 297273.3575792 Edm = 0.000693597 NCalls = 979 -VariableMetric: Iteration # 168 - FCN = 297273.3560602 Edm = 0.000378572 NCalls = 981 -VariableMetric: Iteration # 169 - FCN = 297273.3548137 Edm = 0.000817721 NCalls = 983 -VariableMetric: Iteration # 170 - FCN = 297273.3513261 Edm = 0.000687711 NCalls = 985 -VariableMetric: Iteration # 171 - FCN = 297273.3500688 Edm = 0.000382645 NCalls = 987 -VariableMetric: Iteration # 172 - FCN = 297273.3488598 Edm = 0.000204465 NCalls = 989 -VariableMetric: Iteration # 173 - FCN = 297273.3483579 Edm = 0.000203317 NCalls = 991 -VariableMetric: Iteration # 174 - FCN = 297273.347702 Edm = 6.91205e-05 NCalls = 993 -VariableMetric: After Hessian - FCN = 297273.347702 Edm = 0.00911211 NCalls = 1480 -VariableMetric: Iteration # 175 - FCN = 297273.347702 Edm = 0.00911211 NCalls = 1480 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332083.0762852 Edm = 5003.37 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332083.0762852 Edm = 5003.37 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301954.7983614 Edm = 4.86019 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301926.1028317 Edm = 2.05454 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301382.6749313 Edm = 76.6655 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 300859.1156537 Edm = 35.9467 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 300826.3505523 Edm = 2.83931 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 300820.7593914 Edm = 1.89821 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 300793.3507034 Edm = 34.0078 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299925.1666104 Edm = 320.295 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298466.7846241 Edm = 553.704 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298227.2456381 Edm = 57.2927 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298177.2449062 Edm = 199.461 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297599.7046948 Edm = 39.7145 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297451.6127709 Edm = 20.0269 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297447.2066369 Edm = 3.17147 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297443.3462198 Edm = 0.0727683 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297443.264344 Edm = 0.0152861 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297442.0732108 Edm = 1.19127 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297423.3320052 Edm = 2.72309 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297402.7129834 Edm = 1.44563 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297400.900329 Edm = 0.138172 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297400.7520758 Edm = 0.0299372 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297400.6462552 Edm = 0.0420177 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297396.3091091 Edm = 3.16885 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297364.4223916 Edm = 11.9742 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297343.0709209 Edm = 11.3676 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297328.4617586 Edm = 0.260651 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297328.1157909 Edm = 0.0424602 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297328.0843958 Edm = 0.0108979 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297328.0672631 Edm = 0.00555737 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297327.8354397 Edm = 0.230462 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297319.2479917 Edm = 1.47054 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297295.438979 Edm = 2.6289 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297291.7924363 Edm = 1.30836 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297290.9523097 Edm = 0.0684028 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297290.8764939 Edm = 0.0107895 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297290.8599733 Edm = 0.00272114 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297290.8512105 Edm = 0.00330432 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297290.4865316 Edm = 0.387455 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297290.453858 Edm = 0.029893 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297286.8289027 Edm = 2.6307 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297269.6612108 Edm = 18.524 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297264.5266894 Edm = 2.40988 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297262.4576114 Edm = 1.40371 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297261.5231122 Edm = 0.2989 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297261.203086 Edm = 0.1423 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297260.9132709 Edm = 0.134882 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297260.6225423 Edm = 0.090836 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297260.5572423 Edm = 0.00405794 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297260.5518523 Edm = 0.00187442 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297260.4839027 Edm = 0.0669054 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297258.3404188 Edm = 0.348016 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297254.9938236 Edm = 7.89651 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297249.8114813 Edm = 2.86984 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297246.4615782 Edm = 2.48325 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297245.5974103 Edm = 0.581539 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297245.203237 Edm = 0.189287 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297244.8920456 Edm = 0.199613 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297244.1475958 Edm = 0.59368 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297243.6161398 Edm = 1.7351 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297243.1992108 Edm = 0.180021 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297242.9492312 Edm = 0.00738553 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297242.9408994 Edm = 0.000581811 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297242.9385854 Edm = 0.00154696 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297242.917069 Edm = 0.0255755 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297242.4492837 Edm = 0.456817 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297240.1701027 Edm = 0.190138 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297239.9622111 Edm = 0.0031504 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297239.9588302 Edm = 0.000284407 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297239.9582657 Edm = 0.000367782 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297239.9498291 Edm = 0.00842906 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297239.6748992 Edm = 0.0382943 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297236.986947 Edm = 0.97917 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297234.9648127 Edm = 0.768709 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297233.8743768 Edm = 0.303764 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297233.5988314 Edm = 0.0170656 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297233.5879098 Edm = 0.00107445 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297233.5869428 Edm = 0.000239143 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297233.5844946 Edm = 0.00220383 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297233.4600204 Edm = 0.107108 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297231.5978863 Edm = 0.976378 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297229.4713659 Edm = 0.418063 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297229.1288947 Edm = 0.0673683 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297229.080013 Edm = 0.00377973 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297229.0755684 Edm = 0.000127448 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297229.0753977 Edm = 5.81978e-05 NCalls = 270 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310086.2462505 Edm = 19.1841 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310086.2462505 Edm = 19.1841 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304398.5210157 Edm = 5.52623 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304342.9247042 Edm = 302.598 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 304289.0466257 Edm = 12.8961 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 304039.9418341 Edm = 198.499 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 301687.0019224 Edm = 49.2563 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 301461.1297308 Edm = 16.0656 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 300519.5564627 Edm = 163.109 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 300270.980177 Edm = 6819.92 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 300014.0441961 Edm = 171.587 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 300014.0441961 Edm = 171.587 NCalls = 52 -VariableMetric: After Hessian - FCN = 300014.0441961 Edm = 8.47623e+07 NCalls = 525 -VariableMetric: Iteration # 11 - FCN = 300014.0441961 Edm = 8.47623e+07 NCalls = 525 -VariableMetric: Iteration # 12 - FCN = 300014.0441961 Edm = 8.47623e+07 NCalls = 536 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332128.6689369 Edm = 377.231 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332128.6689369 Edm = 377.231 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308727.8311035 Edm = 17.4239 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305046.9102675 Edm = 1216.53 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 305046.9102675 Edm = 1216.53 NCalls = 30 -VariableMetric: After Hessian - FCN = 305046.9102675 Edm = 4.12221e+06 NCalls = 501 -VariableMetric: Iteration # 4 - FCN = 305046.9102675 Edm = 4.12221e+06 NCalls = 501 -VariableMetric: Iteration # 5 - FCN = 302714.2394947 Edm = 3.76947e+07 NCalls = 504 -VariableMetric: Iteration # 6 - FCN = 302714.2394947 Edm = 3.76947e+07 NCalls = 515 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313832.4680871 Edm = 56.9702 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313832.4680871 Edm = 56.9702 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299879.6581123 Edm = 4.75433 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299346.0011983 Edm = 3.67083 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 299062.3696716 Edm = 274.289 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298778.9402968 Edm = 18.7006 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298753.9658908 Edm = 2.68919 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298131.4472712 Edm = 115.608 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297896.6905253 Edm = 141.75 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297748.5065295 Edm = 1.69235 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297747.5278861 Edm = 0.355276 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297747.0021752 Edm = 0.324031 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297731.6459212 Edm = 4.83755 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297717.8728091 Edm = 7.92232 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297703.544087 Edm = 8.54686 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297620.7109214 Edm = 21.1817 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297580.7298818 Edm = 70.7982 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297570.2166044 Edm = 20.3847 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297521.430595 Edm = 6.47478 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297509.5367038 Edm = 4.16932 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297502.715159 Edm = 6.52189 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297500.1602989 Edm = 0.661216 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297495.7927579 Edm = 1.43812 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297494.6298329 Edm = 0.289246 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297494.1530622 Edm = 0.163671 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297491.5314607 Edm = 1.695 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297346.6865296 Edm = 636.174 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297342.5085997 Edm = 4.09346 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297330.8559229 Edm = 7.71054 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297304.3607919 Edm = 5.93507 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297266.2735649 Edm = 13.3004 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297264.1818028 Edm = 11.5702 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297247.5471442 Edm = 2.00669 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297244.4305953 Edm = 0.951863 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297236.5665903 Edm = 5.77167 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297225.8393546 Edm = 1.5902 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297220.5612482 Edm = 5.64374 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297219.87077 Edm = 0.674941 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297218.3646795 Edm = 0.572359 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297215.7664866 Edm = 1.14802 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297214.7605592 Edm = 0.486051 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297213.9659105 Edm = 0.149391 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297213.6788936 Edm = 0.0625217 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297213.5729316 Edm = 0.0632409 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297213.2663696 Edm = 0.241862 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297207.6610011 Edm = 3.24255 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297162.579382 Edm = 9.62573 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297161.6780687 Edm = 5.57072 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297154.7070223 Edm = 0.498467 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297153.8764569 Edm = 0.302028 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297152.9955369 Edm = 0.31511 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297152.7615936 Edm = 0.0681096 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297152.6555847 Edm = 0.0277052 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297152.5133157 Edm = 0.0689482 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297148.1017729 Edm = 2.50348 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297142.5965722 Edm = 2.22814 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297136.5859302 Edm = 8.96587 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297134.0737222 Edm = 4.42889 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297128.3385016 Edm = 3.29076 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297127.1559706 Edm = 0.910177 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297124.4591656 Edm = 2.50162 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297123.1593355 Edm = 1.45032 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297120.5782837 Edm = 1.84332 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297117.4560714 Edm = 3.02826 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297115.2715085 Edm = 1.29103 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297114.0603563 Edm = 1.68856 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297112.9357255 Edm = 0.896291 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297111.6901048 Edm = 0.303852 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297111.1203568 Edm = 0.285767 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297110.1443397 Edm = 0.562558 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297109.0971917 Edm = 0.444732 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297108.787657 Edm = 0.235804 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297108.4960369 Edm = 0.0578917 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297108.3604403 Edm = 0.0538069 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297108.3291823 Edm = 0.00781049 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297108.3149232 Edm = 0.00386201 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297108.2599576 Edm = 0.0396065 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297104.9966869 Edm = 1.61407 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297100.247249 Edm = 3.3943 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297097.1809281 Edm = 0.636094 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297096.3954252 Edm = 0.242414 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297096.2241573 Edm = 0.333482 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297095.8513095 Edm = 0.0925669 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297095.7331428 Edm = 0.0244067 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297095.7040307 Edm = 0.0144311 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297095.683738 Edm = 0.00319028 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297095.6787007 Edm = 0.00105461 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297095.6710986 Edm = 0.0073172 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297095.2377277 Edm = 0.448303 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297095.2331778 Edm = 0.00397147 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297095.1998448 Edm = 0.0563672 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297095.1432928 Edm = 0.0520648 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297090.208585 Edm = 2.02047 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297089.2644872 Edm = 0.192397 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297089.1032372 Edm = 0.0194502 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297089.0806065 Edm = 0.0064069 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297089.0657577 Edm = 0.00325358 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297089.0576566 Edm = 0.00104286 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297089.0552012 Edm = 0.00117976 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297089.0384681 Edm = 0.0240355 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297088.9771819 Edm = 0.0540728 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297087.9167704 Edm = 1.88092 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297087.5054213 Edm = 0.972589 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297084.9305114 Edm = 1.67474 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297081.6762706 Edm = 0.3249 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297081.143997 Edm = 0.044676 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297081.0843639 Edm = 0.00270793 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297081.0796508 Edm = 0.00121041 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297081.0740482 Edm = 0.0026699 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297081.0598393 Edm = 0.00496699 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297081.0432308 Edm = 0.0114841 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297080.9988993 Edm = 0.0348598 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297080.6014838 Edm = 0.411238 NCalls = 366 -VariableMetric: Iteration # 112 - FCN = 297080.3228331 Edm = 0.896825 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297078.4126146 Edm = 2.86423 NCalls = 375 -VariableMetric: Iteration # 114 - FCN = 297077.7210863 Edm = 0.713394 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297073.8468815 Edm = 3.11006 NCalls = 385 -VariableMetric: Iteration # 116 - FCN = 297073.7759539 Edm = 0.128883 NCalls = 387 -VariableMetric: Iteration # 117 - FCN = 297073.2493371 Edm = 0.575424 NCalls = 390 -VariableMetric: Iteration # 118 - FCN = 297070.174857 Edm = 1.42632 NCalls = 396 -VariableMetric: Iteration # 119 - FCN = 297067.8533095 Edm = 1.14669 NCalls = 398 -VariableMetric: Iteration # 120 - FCN = 297066.1006444 Edm = 1.26396 NCalls = 400 -VariableMetric: Iteration # 121 - FCN = 297065.0191707 Edm = 0.518268 NCalls = 403 -VariableMetric: Iteration # 122 - FCN = 297064.3387019 Edm = 0.196098 NCalls = 405 -VariableMetric: Iteration # 123 - FCN = 297063.8355813 Edm = 0.281165 NCalls = 408 -VariableMetric: Iteration # 124 - FCN = 297062.8403944 Edm = 0.407356 NCalls = 411 -VariableMetric: Iteration # 125 - FCN = 297062.1517587 Edm = 0.645005 NCalls = 413 -VariableMetric: Iteration # 126 - FCN = 297061.711349 Edm = 0.17001 NCalls = 415 -VariableMetric: Iteration # 127 - FCN = 297061.513599 Edm = 0.061221 NCalls = 418 -VariableMetric: Iteration # 128 - FCN = 297061.4162578 Edm = 0.0610221 NCalls = 420 -VariableMetric: Iteration # 129 - FCN = 297061.3222468 Edm = 0.0280414 NCalls = 423 -VariableMetric: Iteration # 130 - FCN = 297061.2679828 Edm = 0.0146104 NCalls = 426 -VariableMetric: Iteration # 131 - FCN = 297061.2519251 Edm = 0.00890125 NCalls = 427 -VariableMetric: Iteration # 132 - FCN = 297061.2457552 Edm = 0.00140875 NCalls = 429 -VariableMetric: Iteration # 133 - FCN = 297061.2424689 Edm = 0.00090811 NCalls = 431 -VariableMetric: Iteration # 134 - FCN = 297061.2382546 Edm = 0.00292538 NCalls = 433 -VariableMetric: Iteration # 135 - FCN = 297061.2050362 Edm = 0.0309509 NCalls = 437 -VariableMetric: Iteration # 136 - FCN = 297060.9232015 Edm = 0.200629 NCalls = 448 -VariableMetric: Iteration # 137 - FCN = 297060.4120276 Edm = 3.23585 NCalls = 451 -VariableMetric: Iteration # 138 - FCN = 297059.8059065 Edm = 0.626473 NCalls = 453 -VariableMetric: Iteration # 139 - FCN = 297058.9125367 Edm = 1.26157 NCalls = 456 -VariableMetric: Iteration # 140 - FCN = 297057.1199209 Edm = 0.662066 NCalls = 460 -VariableMetric: Iteration # 141 - FCN = 297056.2042842 Edm = 0.270428 NCalls = 462 -VariableMetric: Iteration # 142 - FCN = 297055.8722127 Edm = 0.0916656 NCalls = 464 -VariableMetric: Iteration # 143 - FCN = 297055.3847552 Edm = 0.347365 NCalls = 466 -VariableMetric: Iteration # 144 - FCN = 297054.4919086 Edm = 0.248904 NCalls = 469 -VariableMetric: Iteration # 145 - FCN = 297054.1687989 Edm = 0.101418 NCalls = 471 -VariableMetric: Iteration # 146 - FCN = 297054.1273573 Edm = 0.0355065 NCalls = 473 -VariableMetric: Iteration # 147 - FCN = 297054.07023 Edm = 0.023736 NCalls = 475 -VariableMetric: Iteration # 148 - FCN = 297054.0249496 Edm = 0.015843 NCalls = 477 -VariableMetric: Iteration # 149 - FCN = 297054.0030176 Edm = 0.0227917 NCalls = 479 -VariableMetric: Iteration # 150 - FCN = 297053.9806667 Edm = 0.00453732 NCalls = 484 -VariableMetric: Iteration # 151 - FCN = 297053.9717524 Edm = 0.0112088 NCalls = 487 -VariableMetric: Iteration # 152 - FCN = 297053.9619082 Edm = 0.00608922 NCalls = 489 -VariableMetric: Iteration # 153 - FCN = 297053.951724 Edm = 0.00245131 NCalls = 491 -VariableMetric: Iteration # 154 - FCN = 297053.9487416 Edm = 0.00400558 NCalls = 494 -VariableMetric: Iteration # 155 - FCN = 297053.944016 Edm = 0.00292055 NCalls = 496 -VariableMetric: Iteration # 156 - FCN = 297053.9369834 Edm = 0.00421494 NCalls = 500 -VariableMetric: Iteration # 157 - FCN = 297053.9324331 Edm = 0.00206692 NCalls = 502 -VariableMetric: Iteration # 158 - FCN = 297053.9305311 Edm = 0.00149854 NCalls = 505 -VariableMetric: Iteration # 159 - FCN = 297053.9281119 Edm = 0.00116471 NCalls = 507 -VariableMetric: Iteration # 160 - FCN = 297053.9273492 Edm = 0.00040506 NCalls = 509 -VariableMetric: Iteration # 161 - FCN = 297053.9266116 Edm = 8.91175e-05 NCalls = 511 -VariableMetric: Iteration # 162 - FCN = 297053.9264383 Edm = 5.18089e-05 NCalls = 513 -VariableMetric: After Hessian - FCN = 297053.9264383 Edm = 7.88035 NCalls = 994 -VariableMetric: Iteration # 163 - FCN = 297053.9264383 Edm = 7.88035 NCalls = 994 -VariableMetric: Iteration # 164 - FCN = 297044.6141434 Edm = 64.0397 NCalls = 1005 -VariableMetric: Iteration # 165 - FCN = 297043.7955342 Edm = 4.57417 NCalls = 1008 -VariableMetric: Iteration # 166 - FCN = 297042.709 Edm = 14.8568 NCalls = 1010 -VariableMetric: Iteration # 167 - FCN = 297040.7336871 Edm = 1.98393 NCalls = 1012 -VariableMetric: Iteration # 168 - FCN = 297040.1328833 Edm = 0.606989 NCalls = 1014 -VariableMetric: Iteration # 169 - FCN = 297039.7761275 Edm = 0.34738 NCalls = 1016 -VariableMetric: Iteration # 170 - FCN = 297039.4946005 Edm = 0.0919215 NCalls = 1018 -VariableMetric: Iteration # 171 - FCN = 297039.4298834 Edm = 0.117898 NCalls = 1019 -VariableMetric: Iteration # 172 - FCN = 297039.341461 Edm = 0.0503779 NCalls = 1022 -VariableMetric: Iteration # 173 - FCN = 297039.272221 Edm = 0.0574108 NCalls = 1024 -VariableMetric: Iteration # 174 - FCN = 297039.2317002 Edm = 0.0231863 NCalls = 1027 -VariableMetric: Iteration # 175 - FCN = 297039.2005785 Edm = 0.0209145 NCalls = 1030 -VariableMetric: Iteration # 176 - FCN = 297039.1822276 Edm = 0.00967722 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297039.1667363 Edm = 0.0102835 NCalls = 1035 -VariableMetric: Iteration # 178 - FCN = 297039.155579 Edm = 0.0065549 NCalls = 1037 -VariableMetric: Iteration # 179 - FCN = 297039.1448155 Edm = 0.00908193 NCalls = 1039 -VariableMetric: Iteration # 180 - FCN = 297039.1372196 Edm = 0.00915355 NCalls = 1041 -VariableMetric: Iteration # 181 - FCN = 297039.1252362 Edm = 0.0048997 NCalls = 1045 -VariableMetric: Iteration # 182 - FCN = 297039.1167305 Edm = 0.0048281 NCalls = 1048 -VariableMetric: Iteration # 183 - FCN = 297039.11403 Edm = 0.00104953 NCalls = 1050 -VariableMetric: Iteration # 184 - FCN = 297039.1123876 Edm = 0.000420118 NCalls = 1052 -VariableMetric: Iteration # 185 - FCN = 297039.1114872 Edm = 0.000409009 NCalls = 1054 -VariableMetric: Iteration # 186 - FCN = 297039.1101043 Edm = 0.000656369 NCalls = 1056 -VariableMetric: Iteration # 187 - FCN = 297039.1082065 Edm = 0.000971164 NCalls = 1058 -VariableMetric: Iteration # 188 - FCN = 297039.105833 Edm = 0.000805108 NCalls = 1060 -VariableMetric: Iteration # 189 - FCN = 297039.1047175 Edm = 0.00081868 NCalls = 1062 -VariableMetric: Iteration # 190 - FCN = 297039.1040186 Edm = 0.000654076 NCalls = 1065 -VariableMetric: Iteration # 191 - FCN = 297039.1010984 Edm = 0.00144822 NCalls = 1068 -VariableMetric: Iteration # 192 - FCN = 297039.0987262 Edm = 0.00128794 NCalls = 1070 -VariableMetric: Iteration # 193 - FCN = 297039.0972848 Edm = 0.000578335 NCalls = 1072 -VariableMetric: Iteration # 194 - FCN = 297039.096956 Edm = 0.000600993 NCalls = 1074 -VariableMetric: Iteration # 195 - FCN = 297039.0964202 Edm = 0.000145572 NCalls = 1076 -VariableMetric: Iteration # 196 - FCN = 297039.096201 Edm = 2.38151e-05 NCalls = 1078 -VariableMetric: After Hessian - FCN = 297039.096201 Edm = 9.95692e-06 NCalls = 1571 -VariableMetric: Iteration # 197 - FCN = 297039.096201 Edm = 9.95692e-06 NCalls = 1571 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311712.0376561 Edm = 22.4546 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311712.0376561 Edm = 22.4546 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300317.6841673 Edm = 3.68529 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300296.5767845 Edm = 23.1886 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299668.0692343 Edm = 668.617 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299156.4997288 Edm = 193.847 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298920.4901039 Edm = 135.043 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298794.6647817 Edm = 82.6489 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298751.4415193 Edm = 1.97954 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298494.3915895 Edm = 309.014 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298476.3272757 Edm = 17.8809 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298164.1212488 Edm = 97.9759 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297972.640798 Edm = 2.04061 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297970.6578056 Edm = 0.16842 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297970.4623738 Edm = 0.144066 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297968.0243386 Edm = 2.58751 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297961.2212823 Edm = 5.5677 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297838.3661936 Edm = 17.7935 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297800.183482 Edm = 5.99126 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297787.6917908 Edm = 1.37401 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297785.1726764 Edm = 0.0495665 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297785.0957568 Edm = 0.0173357 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297784.5700955 Edm = 0.627941 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297784.3418833 Edm = 0.205059 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297783.3900925 Edm = 0.79985 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297641.5463262 Edm = 30.4986 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297588.0132046 Edm = 5.30152 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297583.6464377 Edm = 0.43943 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297583.1950395 Edm = 0.00568075 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297583.1715419 Edm = 0.0183667 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297583.0083561 Edm = 0.151057 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297581.0226752 Edm = 2.21163 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297576.9042352 Edm = 3.65149 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297518.7809079 Edm = 2.67665 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297517.100574 Edm = 0.176979 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297516.9239563 Edm = 0.0203544 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297516.8951025 Edm = 0.00381377 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297516.8730625 Edm = 0.0161396 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297515.8675181 Edm = 0.926635 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297492.1711506 Edm = 13.3563 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297479.5428565 Edm = 3.649 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297475.5815192 Edm = 0.509057 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297475.2385983 Edm = 0.160122 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297475.1029683 Edm = 0.00902844 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297475.0923933 Edm = 0.00429321 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297475.0702144 Edm = 0.00394367 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297475.0591405 Edm = 0.00602001 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297474.0614057 Edm = 1.03151 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297464.1931936 Edm = 0.938183 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297449.7021193 Edm = 2.25714 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297448.3268598 Edm = 0.0963381 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297448.2477905 Edm = 0.0178924 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297448.2359716 Edm = 0.00610875 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297448.2202791 Edm = 0.0044374 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297448.2150548 Edm = 0.00137927 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297448.212043 Edm = 0.00215169 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297448.0155526 Edm = 0.184246 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297435.9447623 Edm = 5.15677 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297434.4928122 Edm = 1.04026 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297433.2237588 Edm = 0.437092 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297432.2618531 Edm = 0.567737 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297431.6071993 Edm = 0.843814 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297431.1314264 Edm = 0.455335 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297430.5862838 Edm = 0.247062 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297430.3950374 Edm = 0.113586 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297430.2683142 Edm = 0.0389876 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297430.2392809 Edm = 0.00850909 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297430.2289184 Edm = 0.00267765 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297430.2167628 Edm = 0.00544211 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297430.2007657 Edm = 0.000821194 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297430.199452 Edm = 0.000599345 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297430.1596805 Edm = 0.0476621 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297430.1574565 Edm = 0.00193298 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297429.7880513 Edm = 0.316634 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297429.7845483 Edm = 0.000415692 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297429.7814357 Edm = 0.00366187 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297429.7324672 Edm = 0.041102 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297428.7219387 Edm = 0.790685 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297424.7287217 Edm = 6.08891 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297421.8057369 Edm = 3.67255 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297419.8401201 Edm = 2.66022 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297418.9669734 Edm = 1.17831 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297417.9607959 Edm = 0.372879 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297417.6625066 Edm = 0.27666 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297417.0533998 Edm = 0.445815 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297416.8802221 Edm = 0.108837 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297416.7615293 Edm = 0.0209911 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297416.7395202 Edm = 0.00139583 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297416.7367879 Edm = 0.00126623 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297416.7080196 Edm = 0.0169665 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297416.4991466 Edm = 0.248161 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297416.1188733 Edm = 0.331963 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297410.8657212 Edm = 1.33704 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297409.9930282 Edm = 0.456338 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297409.7906157 Edm = 0.200023 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297409.6160765 Edm = 0.0427147 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297409.5633627 Edm = 0.0176305 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297409.5403082 Edm = 0.0190542 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297409.511651 Edm = 0.0104692 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297409.4953487 Edm = 0.00385528 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297409.4898231 Edm = 0.000478726 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297409.4889716 Edm = 6.81888e-05 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297409.4887799 Edm = 4.88235e-05 NCalls = 322 -VariableMetric: After Hessian - FCN = 297409.4887799 Edm = 1.62348 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297409.4887799 Edm = 1.62348 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297409.3049447 Edm = 2.83381 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297409.2328476 Edm = 0.542891 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297408.9424519 Edm = 0.280245 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297408.6155915 Edm = 0.0911031 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297408.5332912 Edm = 0.0691625 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297408.4818609 Edm = 0.018015 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297408.3925995 Edm = 0.0335917 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297408.3396442 Edm = 1989.33 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297408.3299879 Edm = 74.5988 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297408.3214763 Edm = 117.088 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297408.3022317 Edm = 66.4006 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297408.2980517 Edm = 15.2862 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297408.2872166 Edm = 6.52911 NCalls = 842 -VariableMetric: Iteration # 116 - FCN = 297408.280458 Edm = 13.069 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297408.2602341 Edm = 4.54428 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297408.2515932 Edm = 2.42277 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297408.2404591 Edm = 2.7317 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297408.2313663 Edm = 3.21107 NCalls = 857 -VariableMetric: Iteration # 121 - FCN = 297408.168262 Edm = 13.1876 NCalls = 859 -VariableMetric: Iteration # 122 - FCN = 297408.0914786 Edm = 1.22167 NCalls = 861 -VariableMetric: Iteration # 123 - FCN = 297408.0224254 Edm = 0.643992 NCalls = 863 -VariableMetric: Iteration # 124 - FCN = 297407.9706193 Edm = 0.26604 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297407.9052738 Edm = 2.22402 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297407.7418062 Edm = 1.25113 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297407.6602451 Edm = 0.882005 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297407.454593 Edm = 3.32201 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297406.8035716 Edm = 6.66957 NCalls = 879 -VariableMetric: Iteration # 130 - FCN = 297406.5391093 Edm = 1.18167 NCalls = 882 -VariableMetric: Iteration # 131 - FCN = 297405.1157989 Edm = 7.57598 NCalls = 885 -VariableMetric: Iteration # 132 - FCN = 297404.7813903 Edm = 0.958505 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297404.6497502 Edm = 0.847172 NCalls = 890 -VariableMetric: Iteration # 134 - FCN = 297404.293424 Edm = 2.31508 NCalls = 892 -VariableMetric: Iteration # 135 - FCN = 297403.4239887 Edm = 4.72928 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297402.6366881 Edm = 2.24768 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297401.2318194 Edm = 0.217459 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297401.1446549 Edm = 0.388397 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297401.0512475 Edm = 0.0173931 NCalls = 908 -VariableMetric: Iteration # 140 - FCN = 297401.032881 Edm = 0.011251 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297401.0257984 Edm = 0.00641795 NCalls = 912 -VariableMetric: Iteration # 142 - FCN = 297401.0220487 Edm = 0.00192966 NCalls = 914 -VariableMetric: Iteration # 143 - FCN = 297401.0192377 Edm = 0.000762735 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297401.0176169 Edm = 0.000717636 NCalls = 918 -VariableMetric: Iteration # 145 - FCN = 297401.0160535 Edm = 0.00124977 NCalls = 921 -VariableMetric: Iteration # 146 - FCN = 297401.0129399 Edm = 0.00200275 NCalls = 924 -VariableMetric: Iteration # 147 - FCN = 297401.0074054 Edm = 0.00459516 NCalls = 927 -VariableMetric: Iteration # 148 - FCN = 297401.0025784 Edm = 0.0041215 NCalls = 930 -VariableMetric: Iteration # 149 - FCN = 297401.0002654 Edm = 0.00150466 NCalls = 932 -VariableMetric: Iteration # 150 - FCN = 297400.9982389 Edm = 0.000613698 NCalls = 934 -VariableMetric: Iteration # 151 - FCN = 297400.9969477 Edm = 0.000622724 NCalls = 937 -VariableMetric: Iteration # 152 - FCN = 297400.9964401 Edm = 0.000218641 NCalls = 939 -VariableMetric: Iteration # 153 - FCN = 297400.9960517 Edm = 7.39647e-05 NCalls = 942 -VariableMetric: Iteration # 154 - FCN = 297400.9959321 Edm = 2.816e-05 NCalls = 944 -VariableMetric: After Hessian - FCN = 297400.9959321 Edm = 0.00149163 NCalls = 1435 -VariableMetric: Iteration # 155 - FCN = 297400.9959321 Edm = 0.00149163 NCalls = 1435 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336139.5551243 Edm = 210.522 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336139.5551243 Edm = 210.522 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303113.4137667 Edm = 5.29909 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303106.7605696 Edm = 17.2469 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298048.3544365 Edm = 34.0325 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298034.6478725 Edm = 9.07932 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298032.0881196 Edm = 0.670903 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297977.4278587 Edm = 31.7018 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297878.001983 Edm = 7.06793 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297844.2126166 Edm = 0.563269 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297843.2312836 Edm = 0.114215 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297842.6573392 Edm = 0.0348719 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297842.3655804 Edm = 0.15987 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297828.1932899 Edm = 4.74557 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297823.8818685 Edm = 0.407234 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297823.5004426 Edm = 0.0283999 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297821.5081771 Edm = 2.18478 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297819.5011168 Edm = 1.86386 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297819.2848765 Edm = 0.157942 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297809.6884427 Edm = 7.42396 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297793.6396532 Edm = 49.15 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297747.9000644 Edm = 22.0016 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297683.4527093 Edm = 24.2283 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297662.1917201 Edm = 1.00805 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297660.9568563 Edm = 0.168297 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297660.4754814 Edm = 0.0893014 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297660.1734977 Edm = 0.166141 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297658.4578278 Edm = 1.20458 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297649.7577658 Edm = 7.34811 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297597.5211824 Edm = 52.8466 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297562.3332065 Edm = 7.78736 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297534.3591418 Edm = 6.84741 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297526.230108 Edm = 4.95647 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297521.8271683 Edm = 1.41815 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297519.4145461 Edm = 1.9655 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297518.1963691 Edm = 0.329422 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297517.928132 Edm = 0.0122928 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297517.8156974 Edm = 0.0976462 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297516.2950872 Edm = 1.01988 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297510.4343155 Edm = 6.67276 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297499.4249023 Edm = 38.9986 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297497.8711324 Edm = 1.80296 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297490.0851403 Edm = 6.12359 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297479.2019014 Edm = 2.37466 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297476.667746 Edm = 0.114947 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297476.5766933 Edm = 0.0114759 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297476.5575343 Edm = 0.01038 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297476.3845908 Edm = 0.123648 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297475.3878721 Edm = 0.872901 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297412.4967385 Edm = 2.13353 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297409.7883699 Edm = 0.441873 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297409.2533837 Edm = 0.121764 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297409.1942191 Edm = 0.00850354 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297409.1849339 Edm = 0.00105662 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297409.1768882 Edm = 0.00506394 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297409.1449894 Edm = 0.0130416 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297409.0631655 Edm = 0.0748632 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297407.390893 Edm = 1.31282 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297394.2647235 Edm = 1.51384 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297392.8002319 Edm = 0.569934 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297392.4727666 Edm = 0.12249 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297392.3529569 Edm = 0.0267704 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297392.3255911 Edm = 0.0108752 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297392.3162365 Edm = 0.00250323 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297392.3114418 Edm = 0.00162004 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297392.2840127 Edm = 0.0282873 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297390.2004378 Edm = 0.801152 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297383.9234855 Edm = 1.99821 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297380.0904403 Edm = 0.332265 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297379.7754653 Edm = 0.0442226 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297379.7470909 Edm = 0.00548427 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297379.7413816 Edm = 0.00132658 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297379.738928 Edm = 0.000217719 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297379.7385127 Edm = 0.000215857 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297379.7362054 Edm = 0.00261336 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297379.566389 Edm = 0.0481217 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297379.4682333 Edm = 0.000518036 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297379.4676431 Edm = 0.000137691 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297379.4612328 Edm = 0.00573731 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297379.073323 Edm = 0.352894 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297375.003167 Edm = 2.24452 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297373.2756193 Edm = 0.13567 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297373.1467928 Edm = 0.0246365 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297373.1229836 Edm = 0.00391285 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297373.1178132 Edm = 0.000501196 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297373.1164441 Edm = 0.000805907 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297373.0676345 Edm = 0.04222 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297371.3682776 Edm = 1.36073 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297366.9078877 Edm = 1.51303 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297365.825019 Edm = 0.237239 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297365.6261347 Edm = 0.0106972 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297365.6165067 Edm = 0.000593646 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297365.6155847 Edm = 0.000404168 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297365.6139566 Edm = 0.000973691 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297365.5993766 Edm = 0.0118992 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297365.0152224 Edm = 0.363335 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297364.2310785 Edm = 0.0645815 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297364.1736437 Edm = 0.0110204 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297364.162794 Edm = 0.00169516 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297364.160862 Edm = 0.000183658 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297364.1605121 Edm = 0.000189631 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297364.1540492 Edm = 0.00665988 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297363.9816895 Edm = 0.00793962 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297362.6660884 Edm = 0.159849 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297362.4098229 Edm = 0.00538332 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297362.4051043 Edm = 0.000146914 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297362.4049219 Edm = 4.44387e-05 NCalls = 333 -VariableMetric: After Hessian - FCN = 297362.4049219 Edm = 9.99468 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297362.4049219 Edm = 9.99468 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297361.5205983 Edm = 3.43141 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297357.8493336 Edm = 0.35305 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297357.6659558 Edm = 0.254673 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297357.4308729 Edm = 0.289441 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297357.3613096 Edm = 0.036186 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 297357.3111688 Edm = 0.00640802 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297357.3022913 Edm = 0.00236206 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 297357.2993915 Edm = 0.000667786 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297357.2980873 Edm = 0.000194307 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297357.2977647 Edm = 4.84749e-05 NCalls = 837 -VariableMetric: After Hessian - FCN = 297357.2977647 Edm = 7.38713e-05 NCalls = 1324 -VariableMetric: Iteration # 117 - FCN = 297357.2977647 Edm = 7.38713e-05 NCalls = 1324 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313303.5282555 Edm = 32.876 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313303.5282555 Edm = 32.876 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300237.8652124 Edm = 4.52541 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299329.2353602 Edm = 5.28751 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299327.6476921 Edm = 0.997704 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299160.0765465 Edm = 298.484 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299157.7440841 Edm = 3.4721 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298894.7780645 Edm = 193.314 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298211.1577188 Edm = 257.254 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297803.9764542 Edm = 1.36026 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297803.277809 Edm = 0.103092 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297803.2005483 Edm = 0.0310541 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297795.3547731 Edm = 8.78551 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297795.134684 Edm = 0.216869 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297778.6661669 Edm = 13.2763 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297686.5500211 Edm = 28.9305 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297651.0819761 Edm = 5.16485 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297648.5969574 Edm = 0.548048 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297648.0297319 Edm = 0.0363798 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297647.9118444 Edm = 0.13961 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297637.06321 Edm = 6.68126 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297602.9378587 Edm = 1.51829 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297601.7536666 Edm = 0.0574524 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297601.6333656 Edm = 0.0879249 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297598.005459 Edm = 3.69652 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297597.6343533 Edm = 0.307607 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297567.6970499 Edm = 15.6728 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297529.1101239 Edm = 4.54012 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297525.621546 Edm = 0.214632 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297525.357241 Edm = 0.0214504 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297525.2957781 Edm = 0.0386048 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297525.0552321 Edm = 0.400867 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297520.5014853 Edm = 4.92881 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297482.3755316 Edm = 13.3643 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297456.5101202 Edm = 1.90818 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297452.2972726 Edm = 0.429093 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297451.6627554 Edm = 0.289363 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297450.0388818 Edm = 0.427003 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297449.5096224 Edm = 0.3965 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297449.2854763 Edm = 0.0759735 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297449.0278961 Edm = 0.104577 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297448.8440623 Edm = 0.0351078 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297448.7386881 Edm = 0.0537016 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297448.6058767 Edm = 0.0738488 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297447.6122455 Edm = 0.680559 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297435.2759989 Edm = 21.8482 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297433.6860496 Edm = 1.74917 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297420.0234039 Edm = 13.2417 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297414.1626235 Edm = 6.75291 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297404.1252414 Edm = 3.9864 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297401.7260025 Edm = 0.0731878 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297401.669104 Edm = 0.0184891 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297401.6497381 Edm = 0.00247077 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297401.6471435 Edm = 0.000765879 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297401.6458178 Edm = 0.00103404 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297401.5286392 Edm = 0.11397 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297394.736626 Edm = 1.02412 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297393.9838316 Edm = 0.897165 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297393.4358271 Edm = 0.11697 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297393.2050383 Edm = 0.0565985 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297393.153573 Edm = 0.00394632 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297393.1492115 Edm = 0.000710864 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297393.1416462 Edm = 0.00807139 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297393.0078911 Edm = 0.145032 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297392.8966367 Edm = 0.108199 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297389.0542657 Edm = 0.162274 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297388.9002611 Edm = 0.0292324 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297388.8735152 Edm = 0.0043608 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297388.8690517 Edm = 0.000793726 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297388.861679 Edm = 0.00612555 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297388.7616646 Edm = 0.0908138 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297383.9692618 Edm = 4.33992 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297372.250226 Edm = 6.53463 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297365.1199827 Edm = 1.31669 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297363.6201726 Edm = 0.702319 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297363.0456755 Edm = 0.627972 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297362.116546 Edm = 1.05533 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297360.963012 Edm = 1.34589 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297359.0486791 Edm = 0.629861 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297358.1370635 Edm = 0.178287 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297357.8522017 Edm = 0.0221854 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297357.8296561 Edm = 0.00126968 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297357.8281525 Edm = 0.000954179 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297357.8242857 Edm = 0.00363264 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297357.7646643 Edm = 0.0644852 NCalls = 282 -VariableMetric: Iteration # 84 - FCN = 297357.1077256 Edm = 0.26915 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297353.1866372 Edm = 1.35091 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297350.0052631 Edm = 0.121114 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297349.8467748 Edm = 0.014689 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297349.829821 Edm = 0.000551908 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297349.8290436 Edm = 0.0001798 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297349.8272027 Edm = 0.00179316 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297349.7686969 Edm = 0.0698959 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297349.7680585 Edm = 0.000409584 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297349.6873515 Edm = 0.0765787 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297348.2306571 Edm = 0.347324 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297347.7070929 Edm = 0.0580426 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297347.644757 Edm = 0.0337504 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297347.5558593 Edm = 0.0645017 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297347.5044007 Edm = 0.0469018 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 297347.4550897 Edm = 0.0396824 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297347.4264775 Edm = 0.0421877 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297347.325953 Edm = 0.0332693 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297347.2779734 Edm = 0.0713891 NCalls = 342 -VariableMetric: Iteration # 103 - FCN = 297347.1737817 Edm = 0.0417678 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297347.0935057 Edm = 0.00939157 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297347.0845813 Edm = 0.00953306 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297347.0808664 Edm = 0.000425148 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297347.0803833 Edm = 2.82106e-05 NCalls = 353 -VariableMetric: After Hessian - FCN = 297347.0803833 Edm = 67.1637 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297347.0803833 Edm = 67.1637 NCalls = 830 -VariableMetric: Iteration # 109 - FCN = 297346.6189264 Edm = 132.986 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297345.8371273 Edm = 9.56862 NCalls = 841 -VariableMetric: Iteration # 111 - FCN = 297341.65079 Edm = 2.72307 NCalls = 851 -VariableMetric: Iteration # 112 - FCN = 297341.2961922 Edm = 0.221455 NCalls = 853 -VariableMetric: Iteration # 113 - FCN = 297341.1982268 Edm = 547450 NCalls = 855 -VariableMetric: Iteration # 114 - FCN = 297340.4843536 Edm = 9748.1 NCalls = 860 -VariableMetric: Iteration # 115 - FCN = 297340.0469852 Edm = 615.092 NCalls = 864 -VariableMetric: Iteration # 116 - FCN = 297339.9456076 Edm = 1841.36 NCalls = 868 -VariableMetric: Iteration # 117 - FCN = 297339.5862829 Edm = 1562 NCalls = 871 -VariableMetric: Iteration # 118 - FCN = 297338.9395797 Edm = 721.413 NCalls = 874 -VariableMetric: Iteration # 119 - FCN = 297338.7405673 Edm = 34.2525 NCalls = 878 -VariableMetric: Iteration # 120 - FCN = 297338.6251062 Edm = 76.3598 NCalls = 881 -VariableMetric: Iteration # 121 - FCN = 297338.4418379 Edm = 7.88221 NCalls = 884 -VariableMetric: Iteration # 122 - FCN = 297337.8764451 Edm = 14.1262 NCalls = 886 -VariableMetric: Iteration # 123 - FCN = 297337.4569664 Edm = 9.82759 NCalls = 888 -VariableMetric: Iteration # 124 - FCN = 297337.0319648 Edm = 4.45409 NCalls = 890 -VariableMetric: Iteration # 125 - FCN = 297336.7489134 Edm = 2.71256 NCalls = 892 -VariableMetric: Iteration # 126 - FCN = 297336.2976274 Edm = 1.97017 NCalls = 894 -VariableMetric: Iteration # 127 - FCN = 297336.2101363 Edm = 0.969078 NCalls = 896 -VariableMetric: Iteration # 128 - FCN = 297335.9105814 Edm = 1.87294 NCalls = 898 -VariableMetric: Iteration # 129 - FCN = 297335.6525654 Edm = 1.31132 NCalls = 900 -VariableMetric: Iteration # 130 - FCN = 297335.4594177 Edm = 0.528105 NCalls = 902 -VariableMetric: Iteration # 131 - FCN = 297335.4272014 Edm = 0.26964 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297334.993589 Edm = 2.34472 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297334.690164 Edm = 3.27453 NCalls = 914 -VariableMetric: Iteration # 134 - FCN = 297334.6270936 Edm = 0.525191 NCalls = 916 -VariableMetric: Iteration # 135 - FCN = 297334.2128019 Edm = 2.90334 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297333.9483568 Edm = 36.065 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297332.8549838 Edm = 25.0937 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297332.2695352 Edm = 7.52738 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297331.7957433 Edm = 3.97125 NCalls = 927 -VariableMetric: Iteration # 140 - FCN = 297331.32966 Edm = 4.40035 NCalls = 929 -VariableMetric: Iteration # 141 - FCN = 297330.4836774 Edm = 7.33435 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297329.5922632 Edm = 3.09813 NCalls = 933 -VariableMetric: Iteration # 143 - FCN = 297329.0410983 Edm = 1.26765 NCalls = 935 -VariableMetric: Iteration # 144 - FCN = 297328.7696239 Edm = 0.52172 NCalls = 937 -VariableMetric: Iteration # 145 - FCN = 297328.7229755 Edm = 0.371134 NCalls = 939 -VariableMetric: Iteration # 146 - FCN = 297328.6812026 Edm = 0.234658 NCalls = 941 -VariableMetric: Iteration # 147 - FCN = 297328.6277411 Edm = 0.109735 NCalls = 943 -VariableMetric: Iteration # 148 - FCN = 297328.5757181 Edm = 0.123451 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 297328.5437203 Edm = 0.0695761 NCalls = 947 -VariableMetric: Iteration # 150 - FCN = 297328.5352517 Edm = 0.0259817 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297328.5312301 Edm = 0.00960777 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 297328.5278901 Edm = 0.00898051 NCalls = 953 -VariableMetric: Iteration # 153 - FCN = 297328.5236088 Edm = 0.00954865 NCalls = 955 -VariableMetric: Iteration # 154 - FCN = 297328.5193269 Edm = 0.0086428 NCalls = 957 -VariableMetric: Iteration # 155 - FCN = 297328.5156554 Edm = 0.00597032 NCalls = 959 -VariableMetric: Iteration # 156 - FCN = 297328.5106559 Edm = 0.00352001 NCalls = 961 -VariableMetric: Iteration # 157 - FCN = 297328.5083075 Edm = 0.00562456 NCalls = 963 -VariableMetric: Iteration # 158 - FCN = 297328.5058843 Edm = 0.00504357 NCalls = 965 -VariableMetric: Iteration # 159 - FCN = 297328.5033629 Edm = 0.00263419 NCalls = 967 -VariableMetric: Iteration # 160 - FCN = 297328.5007351 Edm = 0.00633546 NCalls = 970 -VariableMetric: Iteration # 161 - FCN = 297327.4500138 Edm = 26.821 NCalls = 976 -VariableMetric: Iteration # 162 - FCN = 297326.9352731 Edm = 1.8917 NCalls = 979 -VariableMetric: Iteration # 163 - FCN = 297326.4713294 Edm = 0.831398 NCalls = 981 -VariableMetric: Iteration # 164 - FCN = 297326.0951151 Edm = 0.537372 NCalls = 983 -VariableMetric: Iteration # 165 - FCN = 297325.7109025 Edm = 0.512682 NCalls = 985 -VariableMetric: Iteration # 166 - FCN = 297325.5060668 Edm = 0.441604 NCalls = 987 -VariableMetric: Iteration # 167 - FCN = 297325.268853 Edm = 0.136303 NCalls = 989 -VariableMetric: Iteration # 168 - FCN = 297325.1596009 Edm = 0.0616892 NCalls = 991 -VariableMetric: Iteration # 169 - FCN = 297325.1045031 Edm = 0.0253535 NCalls = 993 -VariableMetric: Iteration # 170 - FCN = 297325.0790817 Edm = 0.0149301 NCalls = 995 -VariableMetric: Iteration # 171 - FCN = 297325.0548477 Edm = 0.0123887 NCalls = 997 -VariableMetric: Iteration # 172 - FCN = 297325.0286146 Edm = 0.00865703 NCalls = 999 -VariableMetric: Iteration # 173 - FCN = 297325.0179319 Edm = 0.0115318 NCalls = 1001 -VariableMetric: Iteration # 174 - FCN = 297325.0069988 Edm = 0.00499256 NCalls = 1003 -VariableMetric: Iteration # 175 - FCN = 297325.0000957 Edm = 0.00291469 NCalls = 1006 -VariableMetric: Iteration # 176 - FCN = 297324.9955442 Edm = 0.00230466 NCalls = 1008 -VariableMetric: Iteration # 177 - FCN = 297324.9834217 Edm = 0.0106824 NCalls = 1011 -VariableMetric: Iteration # 178 - FCN = 297324.9723372 Edm = 0.0096228 NCalls = 1015 -VariableMetric: Iteration # 179 - FCN = 297324.9644758 Edm = 0.0128845 NCalls = 1019 -VariableMetric: Iteration # 180 - FCN = 297324.9491236 Edm = 0.00899398 NCalls = 1023 -VariableMetric: Iteration # 181 - FCN = 297324.940817 Edm = 0.00534557 NCalls = 1024 -VariableMetric: Iteration # 182 - FCN = 297324.9354582 Edm = 0.0015176 NCalls = 1027 -VariableMetric: Iteration # 183 - FCN = 297324.9333507 Edm = 0.0011944 NCalls = 1029 -VariableMetric: Iteration # 184 - FCN = 297324.9295688 Edm = 0.00258932 NCalls = 1032 -VariableMetric: Iteration # 185 - FCN = 297324.9204037 Edm = 0.00531438 NCalls = 1035 -VariableMetric: Iteration # 186 - FCN = 297324.9138199 Edm = 0.00171964 NCalls = 1037 -VariableMetric: Iteration # 187 - FCN = 297324.9107881 Edm = 0.00137621 NCalls = 1040 -VariableMetric: Iteration # 188 - FCN = 297324.907797 Edm = 0.0013839 NCalls = 1042 -VariableMetric: Iteration # 189 - FCN = 297324.904989 Edm = 0.00122996 NCalls = 1044 -VariableMetric: Iteration # 190 - FCN = 297324.9015227 Edm = 0.000573792 NCalls = 1046 -VariableMetric: Iteration # 191 - FCN = 297324.9008026 Edm = 0.000862915 NCalls = 1048 -VariableMetric: Iteration # 192 - FCN = 297324.9003216 Edm = 0.000191031 NCalls = 1050 -VariableMetric: Iteration # 193 - FCN = 297324.8999695 Edm = 8.54081e-05 NCalls = 1052 -VariableMetric: Iteration # 194 - FCN = 297324.8998113 Edm = 9.2485e-05 NCalls = 1054 -VariableMetric: Iteration # 195 - FCN = 297324.8995924 Edm = 8.14611e-05 NCalls = 1056 -VariableMetric: Iteration # 196 - FCN = 297324.8993923 Edm = 0.000111582 NCalls = 1058 -VariableMetric: Iteration # 197 - FCN = 297324.8986044 Edm = 0.000271153 NCalls = 1062 -VariableMetric: Iteration # 198 - FCN = 297324.8982544 Edm = 8.97661e-05 NCalls = 1064 -VariableMetric: Iteration # 199 - FCN = 297324.8981844 Edm = 2.22373e-05 NCalls = 1065 -VariableMetric: After Hessian - FCN = 297324.8981844 Edm = 2.49906e-05 NCalls = 1564 -VariableMetric: Iteration # 200 - FCN = 297324.8981844 Edm = 2.49906e-05 NCalls = 1564 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323129.3483798 Edm = 35.4608 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323129.3483798 Edm = 35.4608 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300021.5875221 Edm = 2.59696 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299917.4048249 Edm = 265.852 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299856.2296786 Edm = 6.75723 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299486.1073853 Edm = 105.461 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299224.222334 Edm = 12.9766 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299197.4936784 Edm = 0.244736 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299194.7909283 Edm = 2.0974 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299166.626492 Edm = 38.5505 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298923.5918872 Edm = 171.09 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298921.4116409 Edm = 4.76907 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298893.89903 Edm = 11.3322 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298248.9209721 Edm = 192.391 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297964.0914312 Edm = 229.742 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297648.5549363 Edm = 70.7878 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297622.4862142 Edm = 8.42353 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297617.3478857 Edm = 0.429416 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297616.954899 Edm = 0.0344479 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297616.7593353 Edm = 0.12409 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297611.7219453 Edm = 4.74528 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297533.1113752 Edm = 1.49718 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297530.7828194 Edm = 0.0225653 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297530.7463858 Edm = 0.0111885 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297530.3383901 Edm = 0.354449 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297494.4851899 Edm = 18.2611 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297448.3744546 Edm = 1.39135 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297447.4083627 Edm = 0.0404411 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297447.3703909 Edm = 0.00375436 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297447.3611586 Edm = 0.00579401 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297446.8954098 Edm = 0.454612 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297419.8040305 Edm = 6.27772 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297412.8862826 Edm = 0.34455 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297412.588024 Edm = 0.0511905 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297412.5487837 Edm = 0.00692864 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297412.5390306 Edm = 0.0026879 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297412.2069202 Edm = 0.287795 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297395.7091965 Edm = 9.87224 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297392.2277353 Edm = 6.10948 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297387.2019934 Edm = 10.2783 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297385.6150656 Edm = 1.91681 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297382.7614468 Edm = 0.416203 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297381.9593404 Edm = 0.486893 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297381.1784786 Edm = 0.117368 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297381.0484948 Edm = 0.0451473 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297381.0193695 Edm = 0.00220853 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297381.0164518 Edm = 0.000288686 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297381.0150506 Edm = 0.00114567 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297380.9399602 Edm = 0.0689197 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297378.9798339 Edm = 0.90905 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297377.9441024 Edm = 0.357105 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297377.6425442 Edm = 0.077805 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297377.5024342 Edm = 0.0486409 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297377.4512706 Edm = 0.0193388 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297377.4377485 Edm = 0.00106562 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297377.4365235 Edm = 9.43741e-05 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297377.4362199 Edm = 0.000200679 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297377.4071936 Edm = 0.0294137 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297377.0673645 Edm = 0.0156705 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297376.5206981 Edm = 0.0225637 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297376.4829945 Edm = 0.00755141 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297376.4738779 Edm = 0.0040432 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297376.4675636 Edm = 0.000408561 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297376.4669807 Edm = 6.22103e-05 NCalls = 203 -VariableMetric: After Hessian - FCN = 297376.4669807 Edm = 52.7635 NCalls = 682 -VariableMetric: Iteration # 63 - FCN = 297376.4669807 Edm = 52.7635 NCalls = 682 -VariableMetric: Iteration # 64 - FCN = 297371.1921811 Edm = 28.9999 NCalls = 684 -VariableMetric: Iteration # 65 - FCN = 297369.7745537 Edm = 7.53914 NCalls = 687 -VariableMetric: Iteration # 66 - FCN = 297369.4436527 Edm = 2.38919 NCalls = 689 -VariableMetric: Iteration # 67 - FCN = 297368.2892331 Edm = 0.968123 NCalls = 691 -VariableMetric: Iteration # 68 - FCN = 297367.2686758 Edm = 1.48634 NCalls = 693 -VariableMetric: Iteration # 69 - FCN = 297366.6517529 Edm = 0.305788 NCalls = 694 -VariableMetric: Iteration # 70 - FCN = 297366.0942912 Edm = 0.139317 NCalls = 698 -VariableMetric: Iteration # 71 - FCN = 297365.945146 Edm = 0.16653 NCalls = 699 -VariableMetric: Iteration # 72 - FCN = 297365.7246748 Edm = 0.467477 NCalls = 704 -VariableMetric: Iteration # 73 - FCN = 297365.2820304 Edm = 0.857088 NCalls = 708 -VariableMetric: Iteration # 74 - FCN = 297364.9486443 Edm = 2.56264 NCalls = 710 -VariableMetric: Iteration # 75 - FCN = 297364.8232974 Edm = 0.114836 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297363.7224503 Edm = 3.42453 NCalls = 714 -VariableMetric: Iteration # 77 - FCN = 297363.5671166 Edm = 0.278385 NCalls = 717 -VariableMetric: Iteration # 78 - FCN = 297363.3587666 Edm = 0.561297 NCalls = 720 -VariableMetric: Iteration # 79 - FCN = 297361.6780198 Edm = 1.03448 NCalls = 725 -VariableMetric: Iteration # 80 - FCN = 297360.6202188 Edm = 0.285857 NCalls = 726 -VariableMetric: Iteration # 81 - FCN = 297360.337329 Edm = 0.112402 NCalls = 728 -VariableMetric: Iteration # 82 - FCN = 297360.0363508 Edm = 0.178571 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297359.6201682 Edm = 0.244164 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297359.2002493 Edm = 0.17228 NCalls = 734 -VariableMetric: Iteration # 85 - FCN = 297358.9880806 Edm = 0.037465 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297358.9348156 Edm = 0.020201 NCalls = 739 -VariableMetric: Iteration # 87 - FCN = 297358.9080525 Edm = 0.0153624 NCalls = 741 -VariableMetric: Iteration # 88 - FCN = 297358.8859863 Edm = 0.00359488 NCalls = 743 -VariableMetric: Iteration # 89 - FCN = 297358.8805735 Edm = 0.00128004 NCalls = 745 -VariableMetric: Iteration # 90 - FCN = 297358.8785685 Edm = 0.000455036 NCalls = 747 -VariableMetric: Iteration # 91 - FCN = 297358.876623 Edm = 0.000974574 NCalls = 749 -VariableMetric: Iteration # 92 - FCN = 297358.873557 Edm = 0.000648017 NCalls = 751 -VariableMetric: Iteration # 93 - FCN = 297358.8725673 Edm = 0.000158883 NCalls = 753 -VariableMetric: Iteration # 94 - FCN = 297358.8718416 Edm = 0.000400746 NCalls = 755 -VariableMetric: Iteration # 95 - FCN = 297358.8698441 Edm = 0.000881925 NCalls = 757 -VariableMetric: Iteration # 96 - FCN = 297358.8687594 Edm = 0.000124935 NCalls = 759 -VariableMetric: Iteration # 97 - FCN = 297358.8686432 Edm = 8.97056e-06 NCalls = 761 -VariableMetric: After Hessian - FCN = 297358.8686432 Edm = 0.00152462 NCalls = 1252 -VariableMetric: Iteration # 98 - FCN = 297358.8686432 Edm = 0.00152462 NCalls = 1252 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309133.9827963 Edm = 28.3475 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309133.9827963 Edm = 28.3475 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302025.3688323 Edm = 14.8352 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299564.6031542 Edm = 4.58654 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 299557.678404 Edm = 4.96561 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299054.8146527 Edm = 1.15593 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299050.6556333 Edm = 1.53374 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298501.7090076 Edm = 750.657 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298491.6844787 Edm = 1.53019 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298421.0956394 Edm = 44.6211 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298056.386255 Edm = 10.6881 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298046.0347351 Edm = 1.18258 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298044.7010292 Edm = 0.309175 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298043.6103235 Edm = 0.13526 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298043.2298121 Edm = 0.22256 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298037.2421078 Edm = 4.98266 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297983.7205537 Edm = 33.5204 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297844.7859065 Edm = 2.60916 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297841.0842386 Edm = 0.644078 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297839.7822422 Edm = 0.310221 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297839.3032134 Edm = 0.0196043 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297839.2284755 Edm = 0.0489327 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297835.6599398 Edm = 3.01673 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297803.4217968 Edm = 14.3216 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297772.692411 Edm = 4.44976 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297764.3054563 Edm = 4.34757 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297762.6674291 Edm = 0.499216 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297762.1515526 Edm = 0.0252744 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297762.0025477 Edm = 0.105595 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297754.8832959 Edm = 6.75254 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297735.7429238 Edm = 10.1659 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297720.6399655 Edm = 1.69509 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297717.5128236 Edm = 0.418677 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297717.1940527 Edm = 0.0788307 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297717.122344 Edm = 0.0131969 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297717.0996738 Edm = 0.013923 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297716.9914292 Edm = 0.0478732 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297716.8278495 Edm = 0.0968797 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297715.4312387 Edm = 1.37216 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297710.5476967 Edm = 4.61844 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297698.1284845 Edm = 14.1908 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297697.4784194 Edm = 0.597831 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297675.3579435 Edm = 5.10772 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297671.0363956 Edm = 7.84401 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297661.5426972 Edm = 3.55244 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297654.0009384 Edm = 3.85372 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297648.632431 Edm = 3.60847 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297628.9440312 Edm = 11.3997 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297604.3767501 Edm = 5.06067 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297598.4765568 Edm = 4.743 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297596.2759808 Edm = 2.29222 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297593.9987138 Edm = 0.443241 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297593.560219 Edm = 0.218696 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297593.3951258 Edm = 0.0748554 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297593.2958813 Edm = 0.00589785 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297593.2867808 Edm = 0.00277805 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297593.2757491 Edm = 0.00478396 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297593.2098638 Edm = 0.058304 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297591.1244682 Edm = 2.97207 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297590.3893985 Edm = 0.626901 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297589.0626803 Edm = 1.22555 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297586.0280645 Edm = 3.90409 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297573.9203835 Edm = 8.40133 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297569.9773006 Edm = 3.1518 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297567.9099486 Edm = 0.48503 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297567.247089 Edm = 0.110693 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297567.075837 Edm = 0.0568509 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297566.9173835 Edm = 0.0488371 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297566.7859469 Edm = 0.0538393 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297566.7020364 Edm = 0.0618114 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297566.5636038 Edm = 0.11421 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297566.5241175 Edm = 0.108552 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297566.1706578 Edm = 0.484013 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297565.7178981 Edm = 0.760468 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297565.2592884 Edm = 1.73159 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297563.5422092 Edm = 1.82916 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297558.6047773 Edm = 3.46513 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297558.581964 Edm = 0.0712902 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297558.5316238 Edm = 0.0704326 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297558.2514179 Edm = 0.0921854 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297557.4980275 Edm = 0.496237 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297554.5455852 Edm = 2.82543 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297552.7974101 Edm = 1.88355 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297549.0070271 Edm = 3.48204 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297547.173687 Edm = 1.11786 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297546.0326317 Edm = 0.226108 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297545.4167358 Edm = 0.206791 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297545.1110247 Edm = 0.0265789 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297545.0721325 Edm = 0.00384897 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297545.0638898 Edm = 0.0076103 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297545.0313802 Edm = 0.0342871 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297543.6595894 Edm = 0.738265 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297541.9689936 Edm = 0.238514 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297541.8087855 Edm = 0.0486152 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297541.7501621 Edm = 0.0109642 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297541.7304739 Edm = 0.00166691 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297541.727845 Edm = 0.00108898 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297541.715389 Edm = 0.0110053 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297541.6679313 Edm = 0.0438721 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297540.8875346 Edm = 0.742052 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297534.2205481 Edm = 0.596938 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297533.3812271 Edm = 0.0878325 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297533.3000003 Edm = 0.00240929 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297533.2976176 Edm = 0.000304196 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297533.296407 Edm = 0.00101361 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297533.2800397 Edm = 0.0144478 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297531.7648954 Edm = 0.680641 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297530.3066063 Edm = 0.0928419 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297530.1986589 Edm = 0.00531093 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297530.193625 Edm = 0.000285569 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297530.1931807 Edm = 0.000143266 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297530.1920475 Edm = 0.00103748 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297530.0862453 Edm = 0.111144 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297530.0853817 Edm = 0.000740008 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297529.9332493 Edm = 0.0962007 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297528.4409216 Edm = 0.779766 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297527.0230212 Edm = 0.126083 NCalls = 374 -VariableMetric: Iteration # 116 - FCN = 297526.8942979 Edm = 0.00253974 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297526.8917819 Edm = 0.000114853 NCalls = 377 -VariableMetric: Iteration # 118 - FCN = 297526.8914765 Edm = 0.000206956 NCalls = 379 -VariableMetric: Iteration # 119 - FCN = 297526.8809252 Edm = 0.0101041 NCalls = 385 -VariableMetric: Iteration # 120 - FCN = 297526.2823547 Edm = 0.468253 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297523.7244684 Edm = 0.906987 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297522.7671464 Edm = 0.167645 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297522.6349611 Edm = 0.00760896 NCalls = 396 -VariableMetric: Iteration # 124 - FCN = 297522.6288437 Edm = 0.000660775 NCalls = 398 -VariableMetric: Iteration # 125 - FCN = 297522.6280778 Edm = 3.23234e-05 NCalls = 400 -VariableMetric: After Hessian - FCN = 297522.6280778 Edm = 13.6575 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297522.6280778 Edm = 13.6575 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297521.8768966 Edm = 6.21061 NCalls = 890 -VariableMetric: Iteration # 128 - FCN = 297521.273713 Edm = 1.09553 NCalls = 893 -VariableMetric: Iteration # 129 - FCN = 297519.759139 Edm = 10.1969 NCalls = 895 -VariableMetric: Iteration # 130 - FCN = 297518.5519899 Edm = 1.59005 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297514.3281694 Edm = 29.2028 NCalls = 903 -VariableMetric: Iteration # 132 - FCN = 297511.4464962 Edm = 13.7368 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297510.2268184 Edm = 45.9633 NCalls = 912 -VariableMetric: Iteration # 134 - FCN = 297500.5266729 Edm = 10.7692 NCalls = 917 -VariableMetric: Iteration # 135 - FCN = 297494.3617564 Edm = 4.68146 NCalls = 921 -VariableMetric: Iteration # 136 - FCN = 297490.501514 Edm = 0.979327 NCalls = 923 -VariableMetric: Iteration # 137 - FCN = 297489.4947052 Edm = 0.106679 NCalls = 925 -VariableMetric: Iteration # 138 - FCN = 297489.1862309 Edm = 0.079574 NCalls = 928 -VariableMetric: Iteration # 139 - FCN = 297489.0315017 Edm = 0.0516368 NCalls = 930 -VariableMetric: Iteration # 140 - FCN = 297488.8869389 Edm = 0.0895959 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297488.5066236 Edm = 0.164205 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297488.2560234 Edm = 0.14272 NCalls = 938 -VariableMetric: Iteration # 143 - FCN = 297488.1125849 Edm = 0.116774 NCalls = 941 -VariableMetric: Iteration # 144 - FCN = 297487.8624777 Edm = 0.244274 NCalls = 944 -VariableMetric: Iteration # 145 - FCN = 297487.0702196 Edm = 0.918518 NCalls = 950 -VariableMetric: Iteration # 146 - FCN = 297486.7020479 Edm = 1.03693 NCalls = 954 -VariableMetric: Iteration # 147 - FCN = 297486.1664324 Edm = 1.0343 NCalls = 957 -VariableMetric: Iteration # 148 - FCN = 297485.8658479 Edm = 0.29597 NCalls = 961 -VariableMetric: Iteration # 149 - FCN = 297484.9367462 Edm = 1.80045 NCalls = 965 -VariableMetric: Iteration # 150 - FCN = 297483.7484326 Edm = 0.581598 NCalls = 970 -VariableMetric: Iteration # 151 - FCN = 297482.9750648 Edm = 1.20126 NCalls = 972 -VariableMetric: Iteration # 152 - FCN = 297481.3377152 Edm = 1.95202 NCalls = 975 -VariableMetric: Iteration # 153 - FCN = 297480.6162177 Edm = 0.753619 NCalls = 977 -VariableMetric: Iteration # 154 - FCN = 297480.1626905 Edm = 0.750393 NCalls = 979 -VariableMetric: Iteration # 155 - FCN = 297479.3016998 Edm = 0.158357 NCalls = 983 -VariableMetric: Iteration # 156 - FCN = 297479.0466326 Edm = 0.112084 NCalls = 986 -VariableMetric: Iteration # 157 - FCN = 297478.9642622 Edm = 0.0728181 NCalls = 988 -VariableMetric: Iteration # 158 - FCN = 297478.878335 Edm = 0.0140658 NCalls = 991 -VariableMetric: Iteration # 159 - FCN = 297478.8605382 Edm = 0.00435325 NCalls = 993 -VariableMetric: Iteration # 160 - FCN = 297478.8518858 Edm = 0.00224857 NCalls = 995 -VariableMetric: Iteration # 161 - FCN = 297478.8494981 Edm = 0.000737257 NCalls = 997 -VariableMetric: Iteration # 162 - FCN = 297478.8485638 Edm = 0.000186141 NCalls = 999 -VariableMetric: Iteration # 163 - FCN = 297478.8483477 Edm = 3.33581e-05 NCalls = 1001 -VariableMetric: After Hessian - FCN = 297478.8483477 Edm = 4.41758e-05 NCalls = 1492 -VariableMetric: Iteration # 164 - FCN = 297478.8483477 Edm = 4.41758e-05 NCalls = 1492 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300996.6620416 Edm = 18.3571 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300996.6620416 Edm = 18.3571 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300561.8623225 Edm = 2.331 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300551.7048197 Edm = 16.603 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299476.6484578 Edm = 109.418 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299109.1875393 Edm = 58.8512 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298173.5811121 Edm = 74.2161 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297980.7351217 Edm = 3.32423 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297979.3727446 Edm = 0.19966 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297977.783363 Edm = 1.03359 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297825.1340713 Edm = 25.9656 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297792.4384642 Edm = 0.308516 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297791.8435641 Edm = 0.152699 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297788.4482774 Edm = 2.84386 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297630.5761875 Edm = 5.18118 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297624.8109785 Edm = 0.178961 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297624.5221913 Edm = 0.0813585 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297622.9097593 Edm = 2.03137 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297583.4204502 Edm = 26.396 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297504.1875794 Edm = 4.76536 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297497.7025695 Edm = 1.64681 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297492.2316553 Edm = 1.14852 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297491.2672143 Edm = 0.0677774 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297491.1827818 Edm = 0.00798713 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297491.046029 Edm = 0.109539 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297479.3344491 Edm = 8.30261 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297477.8234676 Edm = 8.05752 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297470.294318 Edm = 7.88154 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297457.2288703 Edm = 1.65373 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297449.6883428 Edm = 2.66603 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297442.5284612 Edm = 15.5902 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297434.8966775 Edm = 0.520371 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297434.3707408 Edm = 0.00965927 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297434.360624 Edm = 0.00273825 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297434.3493536 Edm = 0.0145079 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297433.7726741 Edm = 0.677272 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297433.7506862 Edm = 0.020391 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297430.6883571 Edm = 0.558922 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297417.1939107 Edm = 4.18168 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297410.6371436 Edm = 0.602362 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297409.9798489 Edm = 0.0545943 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297409.8968365 Edm = 0.0101701 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297409.8805667 Edm = 0.00472106 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297409.8528719 Edm = 0.0219885 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297409.5063461 Edm = 0.270967 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297403.8276428 Edm = 2.54035 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297400.6452382 Edm = 2.70382 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297400.2393747 Edm = 1.13553 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297399.4878161 Edm = 0.123584 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297399.0756677 Edm = 0.200761 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297398.6730095 Edm = 0.212924 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297398.5294423 Edm = 0.0280782 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297398.4858208 Edm = 0.0206598 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297398.4647509 Edm = 0.00918379 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297398.4492807 Edm = 0.00204665 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297398.4421876 Edm = 0.00364889 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297398.2548477 Edm = 0.204058 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297398.2299535 Edm = 0.0306911 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297398.0414092 Edm = 0.268274 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297397.9235397 Edm = 0.110361 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297397.8264231 Edm = 0.0837247 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297396.3347469 Edm = 3.15264 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297396.0593017 Edm = 0.294314 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297391.226571 Edm = 1.71857 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297385.3130208 Edm = 2.04815 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297382.2033549 Edm = 6.31834 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297380.6691335 Edm = 0.306479 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297380.3327064 Edm = 0.030569 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297380.294668 Edm = 0.00412331 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297380.2859154 Edm = 0.0028635 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297380.2620871 Edm = 0.0162901 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297380.2404783 Edm = 0.00285284 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297380.2362331 Edm = 0.000932466 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297380.2283045 Edm = 0.00460457 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297380.1941153 Edm = 0.032759 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297379.8970586 Edm = 0.397458 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297379.8592857 Edm = 0.0732685 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297379.2874865 Edm = 0.635793 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297378.663376 Edm = 0.720048 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297378.637047 Edm = 0.0374268 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297378.5276573 Edm = 0.149544 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297378.3268332 Edm = 0.177652 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297371.5756303 Edm = 0.906433 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297370.4544844 Edm = 0.198187 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297368.3969304 Edm = 2.5129 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297363.6002161 Edm = 47.2373 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297362.7780692 Edm = 2.40906 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297362.1343178 Edm = 0.727737 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297361.5835866 Edm = 0.595233 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297360.8920256 Edm = 0.120314 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297360.7238606 Edm = 0.0860791 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297360.6499934 Edm = 0.0267434 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297360.6174353 Edm = 0.00511321 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297360.6120367 Edm = 0.00106975 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297360.6100598 Edm = 0.000641785 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297360.6028196 Edm = 0.0071461 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297360.4724664 Edm = 0.087313 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297359.3246315 Edm = 0.819479 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297357.2626434 Edm = 0.249842 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297357.0574179 Edm = 0.0317295 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297357.0220962 Edm = 0.00657548 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297357.0136039 Edm = 0.00304767 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297357.0059132 Edm = 0.00201661 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297357.0024524 Edm = 0.000841531 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297357.0018224 Edm = 0.000343853 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297357.0013283 Edm = 0.000127896 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297357.0004107 Edm = 0.000621146 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297356.9910233 Edm = 0.00993881 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297356.9310592 Edm = 0.0890718 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297356.925334 Edm = 0.01825 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297356.8604519 Edm = 0.0638398 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297356.8539185 Edm = 0.00493266 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297356.7476333 Edm = 0.0313046 NCalls = 377 -VariableMetric: Iteration # 112 - FCN = 297356.7279675 Edm = 0.105072 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297356.5609648 Edm = 0.463203 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297356.4649741 Edm = 0.0899008 NCalls = 385 -VariableMetric: Iteration # 115 - FCN = 297355.2376939 Edm = 0.0480662 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297355.1327871 Edm = 0.057155 NCalls = 392 -VariableMetric: Iteration # 117 - FCN = 297355.1133664 Edm = 0.0204447 NCalls = 394 -VariableMetric: Iteration # 118 - FCN = 297355.0411097 Edm = 0.0519035 NCalls = 397 -VariableMetric: Iteration # 119 - FCN = 297354.7525713 Edm = 0.25579 NCalls = 400 -VariableMetric: Iteration # 120 - FCN = 297353.4715647 Edm = 0.333271 NCalls = 405 -VariableMetric: Iteration # 121 - FCN = 297353.2326673 Edm = 0.29345 NCalls = 407 -VariableMetric: Iteration # 122 - FCN = 297353.0770808 Edm = 0.0319012 NCalls = 408 -VariableMetric: Iteration # 123 - FCN = 297352.9727919 Edm = 0.0233506 NCalls = 411 -VariableMetric: Iteration # 124 - FCN = 297352.9444004 Edm = 0.00586511 NCalls = 413 -VariableMetric: Iteration # 125 - FCN = 297352.9389362 Edm = 0.00046734 NCalls = 415 -VariableMetric: Iteration # 126 - FCN = 297352.9381861 Edm = 0.000188183 NCalls = 417 -VariableMetric: Iteration # 127 - FCN = 297352.9363252 Edm = 0.00153534 NCalls = 420 -VariableMetric: Iteration # 128 - FCN = 297352.8801141 Edm = 0.0514249 NCalls = 424 -VariableMetric: Iteration # 129 - FCN = 297351.5451611 Edm = 0.678284 NCalls = 428 -VariableMetric: Iteration # 130 - FCN = 297350.6218745 Edm = 0.355977 NCalls = 430 -VariableMetric: Iteration # 131 - FCN = 297350.4200369 Edm = 0.037886 NCalls = 432 -VariableMetric: Iteration # 132 - FCN = 297350.3862189 Edm = 0.00722401 NCalls = 434 -VariableMetric: Iteration # 133 - FCN = 297350.3782712 Edm = 0.000909921 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297350.3773262 Edm = 5.60595e-05 NCalls = 437 -VariableMetric: After Hessian - FCN = 297350.3773262 Edm = 1.01161 NCalls = 916 -VariableMetric: Iteration # 135 - FCN = 297350.3773262 Edm = 1.01161 NCalls = 916 -VariableMetric: Iteration # 136 - FCN = 297349.4827306 Edm = 0.0721604 NCalls = 918 -VariableMetric: Iteration # 137 - FCN = 297349.4249538 Edm = 0.0164035 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297349.4024439 Edm = 0.00940119 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297349.3926789 Edm = 0.00166943 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297349.3905414 Edm = 0.000318047 NCalls = 926 -VariableMetric: Iteration # 141 - FCN = 297349.3902747 Edm = 2.67473e-05 NCalls = 928 -VariableMetric: After Hessian - FCN = 297349.3902747 Edm = 2.36585e-05 NCalls = 1407 -VariableMetric: Iteration # 142 - FCN = 297349.3902747 Edm = 2.36585e-05 NCalls = 1407 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 344436.3413752 Edm = 252.808 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 344436.3413752 Edm = 252.808 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303525.363111 Edm = 13.1171 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303426.705491 Edm = 17.0139 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303411.8566752 Edm = 4.04766 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300203.6434404 Edm = 428.832 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299796.8320106 Edm = 612.912 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 299196.3361241 Edm = 215.405 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299068.4214433 Edm = 921.281 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298818.7814906 Edm = 56.0471 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298792.3541109 Edm = 2.87325 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298788.1169795 Edm = 1.99337 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 298264.6599776 Edm = 261.005 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297969.0437429 Edm = 19.3765 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297950.5661217 Edm = 2.13382 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297947.8001612 Edm = 0.21394 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297947.3331779 Edm = 0.186305 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297818.2287659 Edm = 110.2 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297618.4772661 Edm = 73.4843 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297377.0949616 Edm = 81.5971 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297328.193776 Edm = 9.01107 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297320.0717648 Edm = 0.134 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297319.920459 Edm = 0.014399 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297319.7942253 Edm = 0.114768 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297303.1514335 Edm = 4.90252 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297265.8173432 Edm = 10.3358 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297248.6462266 Edm = 0.717701 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297248.0169293 Edm = 0.0599881 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297247.9291223 Edm = 0.00833413 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297247.8942526 Edm = 0.027992 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297237.6511942 Edm = 2.22287 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297210.8266466 Edm = 11.7035 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297191.8923448 Edm = 5.91069 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297186.7469497 Edm = 0.218628 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297186.5679327 Edm = 0.00693972 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297186.5565157 Edm = 0.00430782 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297186.5069468 Edm = 0.0444242 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297185.2938778 Edm = 1.02143 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297170.0183879 Edm = 4.83487 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297165.1006193 Edm = 4.53938 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297161.4423853 Edm = 0.831008 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297160.9751743 Edm = 0.0424588 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297160.9377936 Edm = 0.00274027 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297160.9346396 Edm = 0.00201608 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297160.7988398 Edm = 0.143356 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297160.5514011 Edm = 0.238173 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297145.349634 Edm = 0.588386 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297144.744073 Edm = 0.0543897 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297144.6859569 Edm = 0.00352859 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297144.6766239 Edm = 0.00387428 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297144.6570993 Edm = 0.00636904 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297144.5782509 Edm = 0.0506379 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297142.4350948 Edm = 1.75038 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297135.8121161 Edm = 0.371254 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297135.4496321 Edm = 0.0189004 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297135.4340577 Edm = 0.000502698 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297135.432207 Edm = 0.00120835 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297135.3590403 Edm = 0.0720538 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297135.2994269 Edm = 0.0528059 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297129.9834892 Edm = 2.42157 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297124.6132961 Edm = 2.24035 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297121.6761458 Edm = 0.584627 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297121.1216875 Edm = 0.149647 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297121.0158963 Edm = 0.040316 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297120.9910814 Edm = 0.00692769 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297120.9856205 Edm = 0.000835446 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297120.984658 Edm = 0.000405584 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297120.9824742 Edm = 0.00194841 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297120.9613483 Edm = 0.0187364 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297120.5742041 Edm = 0.376332 NCalls = 212 -VariableMetric: Iteration # 69 - FCN = 297117.5826487 Edm = 0.2942 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297117.2603249 Edm = 0.0261279 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297117.2372623 Edm = 0.00172613 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297117.2354865 Edm = 2.76684e-05 NCalls = 224 -VariableMetric: After Hessian - FCN = 297117.2354865 Edm = 200.925 NCalls = 703 -VariableMetric: Iteration # 73 - FCN = 297117.2354865 Edm = 200.925 NCalls = 703 -VariableMetric: Iteration # 74 - FCN = 297115.4320302 Edm = 823.636 NCalls = 711 -VariableMetric: Iteration # 75 - FCN = 297115.3366637 Edm = 46.1963 NCalls = 717 -VariableMetric: Iteration # 76 - FCN = 297111.0715013 Edm = 1.11847 NCalls = 720 -VariableMetric: Iteration # 77 - FCN = 297108.1223937 Edm = 1.0647 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297107.5725602 Edm = 0.154976 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297105.9065391 Edm = 1.2636 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297103.998101 Edm = 0.168949 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297103.6262183 Edm = 0.281744 NCalls = 736 -VariableMetric: Iteration # 82 - FCN = 297103.024642 Edm = 0.152506 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297102.6925621 Edm = 0.152054 NCalls = 741 -VariableMetric: Iteration # 84 - FCN = 297102.1050559 Edm = 0.0953696 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297101.9500341 Edm = 0.0391217 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297101.6876722 Edm = 0.121466 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297101.5174473 Edm = 0.028819 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297101.4252598 Edm = 0.024611 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297101.3487247 Edm = 0.0431034 NCalls = 755 -VariableMetric: Iteration # 90 - FCN = 297101.1171325 Edm = 0.0627354 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297101.0066171 Edm = 0.013576 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297100.973394 Edm = 0.0165518 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297100.9101091 Edm = 0.0310805 NCalls = 766 -VariableMetric: Iteration # 94 - FCN = 297100.8077721 Edm = 0.0293439 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297100.7839088 Edm = 0.0309003 NCalls = 772 -VariableMetric: Iteration # 96 - FCN = 297100.7625419 Edm = 0.0102224 NCalls = 774 -VariableMetric: Iteration # 97 - FCN = 297100.6777657 Edm = 0.0144491 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297100.6551351 Edm = 0.0108043 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297100.6279821 Edm = 0.0234023 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297100.4845865 Edm = 0.069109 NCalls = 787 -VariableMetric: Iteration # 101 - FCN = 297100.4109348 Edm = 0.0225074 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297100.3772382 Edm = 0.00805169 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297100.3617229 Edm = 0.0100046 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 297100.3301064 Edm = 0.0229596 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297100.29412 Edm = 0.00602798 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297100.2855936 Edm = 0.00329504 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297100.2738863 Edm = 0.00642395 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297100.2623775 Edm = 0.00270011 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297100.2454458 Edm = 0.0105844 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297100.211785 Edm = 0.00384948 NCalls = 812 -VariableMetric: Iteration # 111 - FCN = 297100.2072025 Edm = 0.00108196 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297100.2035131 Edm = 0.00316138 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297100.1842784 Edm = 0.0204208 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297100.1531371 Edm = 0.016572 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297100.1290359 Edm = 0.00104076 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297100.1269579 Edm = 0.0012689 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297100.1221843 Edm = 0.00435864 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297100.1138327 Edm = 0.00116101 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297100.1119667 Edm = 0.000534138 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297100.1110023 Edm = 8.64385e-05 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297100.1108242 Edm = 6.12803e-05 NCalls = 845 -VariableMetric: After Hessian - FCN = 297100.1108242 Edm = 0.0069883 NCalls = 1332 -VariableMetric: Iteration # 122 - FCN = 297100.1108242 Edm = 0.0069883 NCalls = 1332 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315081.26185 Edm = 44.7395 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315081.26185 Edm = 44.7395 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304754.4629922 Edm = 3.78013 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304029.4413659 Edm = 0.738523 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303980.3709568 Edm = 50.0885 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303962.8347251 Edm = 17.4185 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 303180.656253 Edm = 389.79 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 301822.3128535 Edm = 172.549 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 300098.0908734 Edm = 80.6561 NCalls = 46 -VariableMetric: Iteration # 8 - FCN = 300094.0659215 Edm = 1.04905 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 300076.6731504 Edm = 17.7494 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 298833.7032645 Edm = 318.689 NCalls = 61 -VariableMetric: Iteration # 11 - FCN = 298444.5515012 Edm = 452.522 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 298058.3660945 Edm = 301.13 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 297739.6173764 Edm = 7.52465 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 297690.9813672 Edm = 5.67462 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 297677.7572191 Edm = 0.554736 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297676.8866593 Edm = 0.120984 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297672.610611 Edm = 6.64679 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297671.5441718 Edm = 0.944193 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297648.1853002 Edm = 11.7639 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297607.0752041 Edm = 3.73624 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297602.0514124 Edm = 0.568599 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297601.3946735 Edm = 0.0543855 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297601.3450533 Edm = 0.0115481 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297601.299872 Edm = 0.0356051 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297598.8091471 Edm = 1.99568 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297545.5571272 Edm = 21.236 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297525.2598609 Edm = 4.39796 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297516.7189916 Edm = 0.483663 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297516.2510449 Edm = 0.0792491 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297516.1581121 Edm = 0.00801151 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297516.1245557 Edm = 0.0196899 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297515.5215695 Edm = 0.435063 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297499.2925101 Edm = 4.28519 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297491.6207091 Edm = 2.18242 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297489.763075 Edm = 1.21194 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297488.5720887 Edm = 0.066909 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297488.4945499 Edm = 0.00552388 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297488.477074 Edm = 0.0106906 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297488.4008997 Edm = 0.0554038 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297485.9331292 Edm = 1.64308 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297480.3475446 Edm = 0.397908 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297479.8768742 Edm = 0.0369902 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297479.8299976 Edm = 0.00461483 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297479.8185223 Edm = 0.00650645 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297479.2119719 Edm = 0.51522 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297461.94875 Edm = 2.8253 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297458.2914253 Edm = 0.476367 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297457.5266116 Edm = 0.23056 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297456.5668817 Edm = 0.483813 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297456.3655786 Edm = 0.539615 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297455.6183865 Edm = 0.306634 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297455.1604294 Edm = 0.940055 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297453.4749702 Edm = 1.25102 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297452.2976446 Edm = 2.58724 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297450.7451732 Edm = 0.580275 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297449.5854203 Edm = 0.298728 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297449.2751997 Edm = 0.339266 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297449.1648793 Edm = 0.147629 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297448.9344048 Edm = 0.102827 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297448.7685026 Edm = 0.0993961 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297448.6824213 Edm = 0.0607469 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297448.6126268 Edm = 0.0151765 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297448.5916236 Edm = 0.002399 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297448.5879674 Edm = 0.0014334 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297448.5862203 Edm = 0.00140991 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297448.5376293 Edm = 0.0407774 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297447.289054 Edm = 1.59539 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297447.1250467 Edm = 0.310083 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297446.7935965 Edm = 0.630784 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297440.6554624 Edm = 2.3608 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297438.8297913 Edm = 0.400397 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297438.1314919 Edm = 0.418592 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297436.6212626 Edm = 0.361511 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297436.330443 Edm = 0.0756514 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297436.2876577 Edm = 0.00260615 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297436.2842069 Edm = 0.00075485 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297436.281836 Edm = 0.000836598 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297436.2761116 Edm = 0.00398137 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297436.1188925 Edm = 0.165117 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297436.0385547 Edm = 0.0761179 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297435.0964817 Edm = 0.764348 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297426.5235063 Edm = 1.94722 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297425.2094707 Edm = 0.24 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297424.9918169 Edm = 0.0227445 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297424.9719035 Edm = 0.00245138 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297424.9689991 Edm = 0.000440973 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297424.9677868 Edm = 0.000634902 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297424.9656724 Edm = 0.000981447 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297424.9430651 Edm = 0.0254308 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297424.5168201 Edm = 0.399035 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297419.9832249 Edm = 0.245747 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297419.7520979 Edm = 0.0206351 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297419.7271022 Edm = 0.0190349 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297419.7182853 Edm = 0.00291112 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297419.7146416 Edm = 0.000198244 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297419.7143612 Edm = 8.75601e-05 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297419.7105456 Edm = 0.00417951 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297419.6197271 Edm = 0.0282182 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297419.0141251 Edm = 0.340869 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297417.1818645 Edm = 0.0578288 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297417.1295734 Edm = 0.0022337 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297417.1275348 Edm = 0.000140933 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297417.1273115 Edm = 8.44827e-05 NCalls = 332 -VariableMetric: After Hessian - FCN = 297417.1273115 Edm = 5.35063 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297417.1273115 Edm = 5.35063 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297416.7619781 Edm = 22.8147 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297412.0332892 Edm = 0.149253 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297411.5925186 Edm = 0.0764082 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297411.3315561 Edm = 0.570373 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297411.1655785 Edm = 0.166569 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297410.9962352 Edm = 0.144617 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297410.8163505 Edm = 0.0978564 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297410.7088903 Edm = 0.0828145 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297410.5278368 Edm = 0.123121 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297410.2706521 Edm = 0.218345 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297410.0225835 Edm = 0.425234 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297409.1332284 Edm = 0.546592 NCalls = 847 -VariableMetric: Iteration # 117 - FCN = 297408.8565771 Edm = 1.14523 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297408.009636 Edm = 0.792237 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297406.9871081 Edm = 0.734816 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297405.5514296 Edm = 3.07569 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297403.6171408 Edm = 4.1894 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297401.0559606 Edm = 14.1395 NCalls = 875 -VariableMetric: Iteration # 123 - FCN = 297397.0851331 Edm = 8.11829 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297392.9826094 Edm = 5.7306 NCalls = 883 -VariableMetric: Iteration # 125 - FCN = 297390.3095494 Edm = 1.98672 NCalls = 886 -VariableMetric: Iteration # 126 - FCN = 297388.3108437 Edm = 4.58097 NCalls = 889 -VariableMetric: Iteration # 127 - FCN = 297387.4172978 Edm = 1.04277 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297384.6669071 Edm = 0.686941 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297383.8945901 Edm = 0.937187 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297382.8290362 Edm = 0.709035 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297381.5954276 Edm = 0.894944 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297380.8285532 Edm = 0.36455 NCalls = 905 -VariableMetric: Iteration # 133 - FCN = 297380.4990071 Edm = 0.0906648 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297380.4110841 Edm = 0.0422216 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297380.341249 Edm = 0.0372663 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297380.2938237 Edm = 0.0209467 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297380.2597573 Edm = 0.00755489 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297380.2453119 Edm = 0.00427533 NCalls = 916 -VariableMetric: Iteration # 139 - FCN = 297380.2329623 Edm = 0.0073238 NCalls = 918 -VariableMetric: Iteration # 140 - FCN = 297380.2143784 Edm = 0.00426288 NCalls = 920 -VariableMetric: Iteration # 141 - FCN = 297380.2075048 Edm = 0.000892875 NCalls = 922 -VariableMetric: Iteration # 142 - FCN = 297380.2052247 Edm = 0.000415658 NCalls = 924 -VariableMetric: Iteration # 143 - FCN = 297380.2045626 Edm = 6.58954e-05 NCalls = 926 -VariableMetric: After Hessian - FCN = 297380.2045626 Edm = 0.000115821 NCalls = 1411 -VariableMetric: Iteration # 144 - FCN = 297380.2045626 Edm = 0.000115821 NCalls = 1411 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309181.068686 Edm = 10.2583 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309181.068686 Edm = 10.2583 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304266.8496938 Edm = 423.929 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303801.231896 Edm = 89.6031 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299257.0386569 Edm = 11.5698 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298982.3215167 Edm = 343.149 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298774.1699531 Edm = 92.1588 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298644.2373152 Edm = 60.3968 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298608.6399048 Edm = 5.75613 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298560.4859531 Edm = 17.164 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297765.8965781 Edm = 56.1925 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297683.8738337 Edm = 29.3165 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297604.0086905 Edm = 15.328 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297580.2723861 Edm = 5.71006 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297571.8281254 Edm = 3.20319 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297564.9404852 Edm = 2.90644 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297561.4379773 Edm = 0.670031 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297560.4565664 Edm = 0.302345 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297559.9919707 Edm = 0.129536 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297559.3784286 Edm = 0.496001 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297557.1718378 Edm = 2.12872 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297520.9052978 Edm = 40.9182 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297520.7542259 Edm = 0.204564 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297519.3615576 Edm = 0.940873 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297514.8532129 Edm = 1.90977 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297477.6357056 Edm = 36.7328 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297439.6460888 Edm = 14.3151 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297417.523547 Edm = 2.91194 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297412.830429 Edm = 2.55873 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297407.9394049 Edm = 4.91803 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297403.2831637 Edm = 6.98821 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297397.145308 Edm = 2.42145 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297394.3622599 Edm = 0.704885 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297393.3700085 Edm = 0.386655 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297393.2875023 Edm = 0.0497823 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297393.2193353 Edm = 0.0288831 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297390.0088645 Edm = 2.81225 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297368.7973932 Edm = 5.06555 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297366.3800448 Edm = 0.718342 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297365.7932552 Edm = 0.0597807 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297365.3225555 Edm = 0.40971 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297319.3036498 Edm = 23.7268 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297293.1914936 Edm = 7.92661 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297281.5359916 Edm = 2.23744 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297277.9715667 Edm = 0.387352 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297277.4256256 Edm = 0.169558 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297277.1907383 Edm = 0.0535428 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297277.05684 Edm = 0.0524232 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297276.9619999 Edm = 0.00896338 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297276.849475 Edm = 0.101907 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297269.2002531 Edm = 9.13915 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297257.7106419 Edm = 7.03901 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297236.1504353 Edm = 5.43219 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297227.3198723 Edm = 2.71669 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297225.3059261 Edm = 1.04606 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297224.0402781 Edm = 0.500417 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297223.7148801 Edm = 0.0916871 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297223.5699631 Edm = 0.0217746 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297223.5440751 Edm = 0.00299534 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297223.5403812 Edm = 0.00129512 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297223.5329305 Edm = 0.00810133 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297223.0799246 Edm = 0.452729 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297214.1815956 Edm = 1.59705 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297211.9509457 Edm = 0.821189 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297211.6882893 Edm = 0.0757645 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297211.6232265 Edm = 0.00235124 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297211.619654 Edm = 0.000785812 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297211.6171757 Edm = 0.000691469 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297211.610598 Edm = 0.00666858 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297211.4257551 Edm = 0.152752 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297208.8214475 Edm = 2.05213 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297205.6827112 Edm = 0.425301 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297205.0691987 Edm = 0.939888 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297204.7977539 Edm = 0.262367 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297204.5797301 Edm = 0.152103 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297204.3820567 Edm = 0.0264882 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297204.3369193 Edm = 0.00494772 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297204.3332191 Edm = 0.000675052 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297204.3323484 Edm = 0.00012593 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297204.3316687 Edm = 0.000547919 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297204.2930468 Edm = 0.0320647 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297203.2171292 Edm = 0.928503 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297201.9921952 Edm = 0.508683 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297201.3698205 Edm = 0.29892 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297201.2237284 Edm = 0.0532065 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297201.1084403 Edm = 0.013305 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297201.0912477 Edm = 0.00159231 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297201.0897768 Edm = 0.000218965 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297201.0894983 Edm = 4.73069e-05 NCalls = 281 -VariableMetric: After Hessian - FCN = 297201.0894983 Edm = 26.8608 NCalls = 760 -VariableMetric: Iteration # 88 - FCN = 297201.0894983 Edm = 26.8608 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297200.0029648 Edm = 1.71936 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297199.0597719 Edm = 3.60576 NCalls = 769 -VariableMetric: Iteration # 91 - FCN = 297197.9248388 Edm = 0.245519 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297197.0909079 Edm = 0.204543 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297196.9093024 Edm = 0.17171 NCalls = 777 -VariableMetric: Iteration # 94 - FCN = 297196.7244177 Edm = 0.118516 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297196.6352324 Edm = 0.0544087 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297196.5216319 Edm = 0.0326503 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297196.4863055 Edm = 0.0284966 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297196.4506142 Edm = 0.0111293 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297196.4208036 Edm = 0.0120128 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297196.3957662 Edm = 0.00811041 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297196.3812152 Edm = 0.00695669 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297196.3699563 Edm = 0.00346722 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297196.3626827 Edm = 0.00198203 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297196.3590511 Edm = 0.00117118 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297196.3533813 Edm = 0.00296279 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297196.3441939 Edm = 0.00121691 NCalls = 807 -VariableMetric: Iteration # 107 - FCN = 297196.3416868 Edm = 0.000382197 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297196.3407707 Edm = 0.000156723 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297196.3404932 Edm = 3.65029e-05 NCalls = 813 -VariableMetric: After Hessian - FCN = 297196.3404932 Edm = 0.000158006 NCalls = 1296 -VariableMetric: Iteration # 110 - FCN = 297196.3404932 Edm = 0.000158006 NCalls = 1296 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322110.4153611 Edm = 37.1104 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322110.4153611 Edm = 37.1104 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307617.3164097 Edm = 6.1613 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303147.8709401 Edm = 1369.14 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299132.5627656 Edm = 109.933 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 299126.9094645 Edm = 3.18893 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 298157.0992596 Edm = 12.4352 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298128.3844873 Edm = 9.71634 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298113.2168355 Edm = 2.19384 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298109.5962173 Edm = 2.1979 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 298085.6866733 Edm = 22.1149 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297917.0057252 Edm = 53.2369 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297821.2261924 Edm = 33.6756 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297812.7695504 Edm = 2.03787 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297810.7482476 Edm = 0.428048 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297809.3365405 Edm = 0.792199 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297759.5275397 Edm = 26.769 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297667.9615052 Edm = 12.3521 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297653.1305271 Edm = 0.480656 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297652.6784095 Edm = 0.0306815 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297652.6230447 Edm = 0.0365633 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297652.2545479 Edm = 0.420164 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297649.0392584 Edm = 2.96597 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297526.6634698 Edm = 17.8323 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297506.9723378 Edm = 0.940656 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297506.0812554 Edm = 0.0890447 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297506.004041 Edm = 0.00711088 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297505.9925443 Edm = 0.00496241 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297505.7468946 Edm = 0.287516 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297499.7661923 Edm = 2.75154 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297479.8704329 Edm = 6.97829 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297472.7411017 Edm = 0.318318 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297472.5166356 Edm = 0.0114836 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297472.5015722 Edm = 0.00456891 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297472.2614033 Edm = 0.234519 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297470.6664944 Edm = 0.849605 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297437.0805653 Edm = 14.2685 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297418.0377541 Edm = 7.40513 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297414.333727 Edm = 0.206512 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297414.1601508 Edm = 0.0405342 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297414.1203237 Edm = 0.0162002 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297414.0997497 Edm = 0.00107272 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297414.0961108 Edm = 0.00193771 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297414.0523518 Edm = 0.0363321 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297411.7067743 Edm = 2.09481 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297403.2995531 Edm = 1.6969 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297401.8296982 Edm = 0.349193 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297401.6035904 Edm = 0.243658 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297401.3066677 Edm = 0.0770041 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297401.2191715 Edm = 0.00562592 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297401.2109545 Edm = 0.00210787 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297401.1937287 Edm = 0.0140838 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297400.6260922 Edm = 0.614141 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297399.6087632 Edm = 1.01847 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297398.2922406 Edm = 1.28113 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297384.4120507 Edm = 17.6034 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297381.0149522 Edm = 4.62021 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297379.3408823 Edm = 3.20036 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297377.4502325 Edm = 2.26611 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297376.6516429 Edm = 0.127506 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297376.4994029 Edm = 0.0937118 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297376.3050645 Edm = 0.136892 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297375.9112044 Edm = 0.251458 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297375.5049767 Edm = 0.686668 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297375.1501326 Edm = 0.281639 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297373.9331414 Edm = 0.961105 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297372.9807551 Edm = 1.59404 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297371.4938242 Edm = 0.758036 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297371.3404476 Edm = 0.373063 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297370.9588312 Edm = 0.293517 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297370.6556028 Edm = 0.0698321 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297370.5490458 Edm = 0.0313799 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297370.4652316 Edm = 0.0349767 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297370.3824941 Edm = 0.0297811 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297370.3620662 Edm = 0.0150035 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297370.3425311 Edm = 0.00278197 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297370.3369082 Edm = 0.000712499 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297370.3353968 Edm = 0.000497173 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297370.3306209 Edm = 0.00548687 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297370.3211875 Edm = 0.00955871 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297370.2618066 Edm = 0.128779 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297370.2608674 Edm = 0.00102504 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297370.2399098 Edm = 0.0219594 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297369.9870465 Edm = 0.261261 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297369.9849381 Edm = 0.00161179 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297369.692974 Edm = 0.322236 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297369.6913107 Edm = 0.000860979 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297369.6820453 Edm = 0.0128483 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297369.6516388 Edm = 0.0278173 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297366.8738151 Edm = 0.60704 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297366.0929531 Edm = 0.172695 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297366.0112023 Edm = 0.0653015 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297365.9474376 Edm = 0.00795451 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297365.9342997 Edm = 0.00240074 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297365.9264643 Edm = 0.00378249 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297365.9200684 Edm = 0.000631453 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297365.9188722 Edm = 0.000648162 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297365.855373 Edm = 0.0591113 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297363.5886301 Edm = 0.667254 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297362.9541039 Edm = 0.134277 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297362.8839448 Edm = 0.0276199 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297362.854019 Edm = 0.00327824 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297362.8482875 Edm = 0.0002708 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297362.8477975 Edm = 0.000228804 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297362.8413127 Edm = 0.00643196 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297362.6208063 Edm = 0.0164691 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297361.4178489 Edm = 0.335779 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297361.0197922 Edm = 0.150099 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297360.853854 Edm = 0.00503769 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297360.8461392 Edm = 0.000678274 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297360.845375 Edm = 4.40884e-05 NCalls = 351 -VariableMetric: After Hessian - FCN = 297360.845375 Edm = 110.808 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297360.845375 Edm = 110.808 NCalls = 828 -VariableMetric: Iteration # 111 - FCN = 297360.0719082 Edm = 37.8441 NCalls = 834 -VariableMetric: Iteration # 112 - FCN = 297352.2367115 Edm = 522.905 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297351.5244773 Edm = 3118.99 NCalls = 852 -VariableMetric: Iteration # 114 - FCN = 297351.086574 Edm = 6051.44 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297349.4510233 Edm = 16645 NCalls = 860 -VariableMetric: Iteration # 116 - FCN = 297348.4504762 Edm = 1527.04 NCalls = 864 -VariableMetric: Iteration # 117 - FCN = 297347.6692701 Edm = 256.977 NCalls = 868 -VariableMetric: Iteration # 118 - FCN = 297347.3645137 Edm = 402.149 NCalls = 871 -VariableMetric: Iteration # 119 - FCN = 297347.1799681 Edm = 70.642 NCalls = 874 -VariableMetric: Iteration # 120 - FCN = 297347.0983085 Edm = 15.7605 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297347.0300252 Edm = 29.4241 NCalls = 880 -VariableMetric: Iteration # 122 - FCN = 297346.9057522 Edm = 90.8804 NCalls = 882 -VariableMetric: Iteration # 123 - FCN = 297346.7886817 Edm = 20.4635 NCalls = 885 -VariableMetric: Iteration # 124 - FCN = 297346.6623445 Edm = 13.5012 NCalls = 888 -VariableMetric: Iteration # 125 - FCN = 297346.601306 Edm = 19.2595 NCalls = 891 -VariableMetric: Iteration # 126 - FCN = 297346.4709096 Edm = 15.5236 NCalls = 893 -VariableMetric: Iteration # 127 - FCN = 297346.4112412 Edm = 1.59726 NCalls = 896 -VariableMetric: Iteration # 128 - FCN = 297346.2897117 Edm = 0.93871 NCalls = 898 -VariableMetric: Iteration # 129 - FCN = 297346.2700329 Edm = 1.55166 NCalls = 900 -VariableMetric: Iteration # 130 - FCN = 297346.2125485 Edm = 0.711995 NCalls = 902 -VariableMetric: Iteration # 131 - FCN = 297346.1349355 Edm = 0.249335 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297346.0927098 Edm = 0.157876 NCalls = 906 -VariableMetric: Iteration # 133 - FCN = 297346.0698746 Edm = 0.0878395 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297346.0601326 Edm = 0.0102051 NCalls = 910 -VariableMetric: Iteration # 135 - FCN = 297346.0440683 Edm = 0.0101795 NCalls = 912 -VariableMetric: Iteration # 136 - FCN = 297346.0348312 Edm = 0.00893176 NCalls = 914 -VariableMetric: Iteration # 137 - FCN = 297346.022411 Edm = 0.00322871 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297346.0212513 Edm = 0.00122153 NCalls = 918 -VariableMetric: Iteration # 139 - FCN = 297346.0204822 Edm = 4.56146e-05 NCalls = 920 -VariableMetric: After Hessian - FCN = 297346.0204822 Edm = 4.2224e-05 NCalls = 1407 -VariableMetric: Iteration # 140 - FCN = 297346.0204822 Edm = 4.2224e-05 NCalls = 1407 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315267.925904 Edm = 36.0195 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315267.925904 Edm = 36.0195 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 312485.1955893 Edm = 34.1834 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301955.1218361 Edm = 14.2533 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 301919.0274001 Edm = 21.4343 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 301763.5453896 Edm = 133.391 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 301560.6103882 Edm = 96.4775 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 301373.7592732 Edm = 0.696964 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 301366.7711854 Edm = 6.46737 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 301271.9561009 Edm = 132.154 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 301196.0599873 Edm = 77.8314 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297982.1007975 Edm = 255.91 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 297817.6704769 Edm = 59.1931 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297784.3595509 Edm = 13.4641 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297775.1003608 Edm = 0.565646 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297774.346491 Edm = 0.0962379 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297762.7595145 Edm = 9.79358 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297666.7133576 Edm = 35.1875 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297606.9000053 Edm = 24.532 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297535.2134843 Edm = 63.2831 NCalls = 82 -VariableMetric: Iteration # 19 - FCN = 297520.0594665 Edm = 59.3778 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297346.9185873 Edm = 19.1564 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297333.1262811 Edm = 6.34045 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297329.4543661 Edm = 0.264476 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297327.6846112 Edm = 0.347137 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297327.1378042 Edm = 0.0877057 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297325.7188405 Edm = 1.41161 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297282.2721367 Edm = 19.1967 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297246.5823853 Edm = 3.14054 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297241.8316288 Edm = 0.46648 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297241.1341421 Edm = 0.175598 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 297240.8317856 Edm = 0.182336 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297240.5946871 Edm = 0.0497647 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297240.5365384 Edm = 0.0154296 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297240.4734933 Edm = 0.0315125 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297240.1089555 Edm = 0.280701 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297239.2197978 Edm = 1.33794 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297235.4344819 Edm = 10.1856 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297233.770409 Edm = 1.6693 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297208.6259179 Edm = 23.7111 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297205.9301696 Edm = 5.30277 NCalls = 154 -VariableMetric: Iteration # 40 - FCN = 297193.7229271 Edm = 2.40821 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297188.8759068 Edm = 2.05582 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297183.9520056 Edm = 0.399617 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297183.5570228 Edm = 0.0220737 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297183.5265772 Edm = 0.00157524 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297183.5133123 Edm = 0.0109248 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297182.8407969 Edm = 0.368255 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297173.9405826 Edm = 1.51258 NCalls = 181 -VariableMetric: Iteration # 48 - FCN = 297171.6555323 Edm = 0.114066 NCalls = 183 -VariableMetric: Iteration # 49 - FCN = 297171.535712 Edm = 0.0224302 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297171.4533102 Edm = 0.032631 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297171.3793426 Edm = 0.0226681 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297171.3681819 Edm = 0.00150408 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297171.3657723 Edm = 0.000829531 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297171.3588482 Edm = 0.00605431 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297171.2359289 Edm = 0.117625 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297168.9706817 Edm = 1.73359 NCalls = 214 -VariableMetric: Iteration # 57 - FCN = 297168.5706705 Edm = 1.9338 NCalls = 216 -VariableMetric: Iteration # 58 - FCN = 297166.2301223 Edm = 0.925424 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297165.0471233 Edm = 0.622366 NCalls = 220 -VariableMetric: Iteration # 60 - FCN = 297163.825478 Edm = 1.16899 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297161.8904083 Edm = 0.281748 NCalls = 227 -VariableMetric: Iteration # 62 - FCN = 297161.4673499 Edm = 0.0215774 NCalls = 229 -VariableMetric: Iteration # 63 - FCN = 297161.4487898 Edm = 0.00621024 NCalls = 231 -VariableMetric: Iteration # 64 - FCN = 297161.4425871 Edm = 0.00171413 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297161.4364115 Edm = 0.003134 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297161.4215493 Edm = 0.00477708 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297161.3498436 Edm = 0.0684514 NCalls = 240 -VariableMetric: Iteration # 68 - FCN = 297158.1290463 Edm = 6.51767 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297158.094809 Edm = 0.0164329 NCalls = 250 -VariableMetric: Iteration # 70 - FCN = 297158.0537548 Edm = 0.0197778 NCalls = 252 -VariableMetric: Iteration # 71 - FCN = 297157.9869719 Edm = 0.0175416 NCalls = 254 -VariableMetric: Iteration # 72 - FCN = 297157.5291876 Edm = 0.538996 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297155.2044159 Edm = 9.5406 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297154.270636 Edm = 2.55814 NCalls = 273 -VariableMetric: Iteration # 75 - FCN = 297154.0983104 Edm = 0.128593 NCalls = 276 -VariableMetric: Iteration # 76 - FCN = 297146.5484813 Edm = 12.0091 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297145.8578473 Edm = 0.532716 NCalls = 282 -VariableMetric: Iteration # 78 - FCN = 297145.4432716 Edm = 0.529534 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297144.8574532 Edm = 0.697492 NCalls = 286 -VariableMetric: Iteration # 80 - FCN = 297143.9325095 Edm = 1.1025 NCalls = 289 -VariableMetric: Iteration # 81 - FCN = 297141.00031 Edm = 1.86951 NCalls = 293 -VariableMetric: Iteration # 82 - FCN = 297130.9125103 Edm = 1.53328 NCalls = 297 -VariableMetric: Iteration # 83 - FCN = 297127.9964115 Edm = 0.402001 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297127.5772857 Edm = 0.0466165 NCalls = 301 -VariableMetric: Iteration # 85 - FCN = 297127.5080357 Edm = 0.0218155 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297127.4669829 Edm = 0.011588 NCalls = 306 -VariableMetric: Iteration # 87 - FCN = 297127.4534049 Edm = 0.00259227 NCalls = 308 -VariableMetric: Iteration # 88 - FCN = 297127.4510359 Edm = 0.00040371 NCalls = 310 -VariableMetric: Iteration # 89 - FCN = 297127.449009 Edm = 0.00181634 NCalls = 313 -VariableMetric: Iteration # 90 - FCN = 297127.2656403 Edm = 0.142919 NCalls = 320 -VariableMetric: Iteration # 91 - FCN = 297126.0795772 Edm = 0.902895 NCalls = 323 -VariableMetric: Iteration # 92 - FCN = 297123.9469992 Edm = 0.254934 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297123.7889364 Edm = 0.0740207 NCalls = 330 -VariableMetric: Iteration # 94 - FCN = 297123.737185 Edm = 0.0092367 NCalls = 332 -VariableMetric: Iteration # 95 - FCN = 297123.7115235 Edm = 0.00812709 NCalls = 335 -VariableMetric: Iteration # 96 - FCN = 297123.6949256 Edm = 0.00379432 NCalls = 337 -VariableMetric: Iteration # 97 - FCN = 297123.6911497 Edm = 0.00114722 NCalls = 338 -VariableMetric: Iteration # 98 - FCN = 297123.6899293 Edm = 0.000243181 NCalls = 340 -VariableMetric: Iteration # 99 - FCN = 297123.6895021 Edm = 0.000126694 NCalls = 342 -VariableMetric: Iteration # 100 - FCN = 297123.6872055 Edm = 0.00187302 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297123.6031272 Edm = 0.0843954 NCalls = 352 -VariableMetric: Iteration # 102 - FCN = 297123.5170092 Edm = 0.177409 NCalls = 356 -VariableMetric: Iteration # 103 - FCN = 297123.0687322 Edm = 0.175271 NCalls = 359 -VariableMetric: Iteration # 104 - FCN = 297122.8967208 Edm = 0.185492 NCalls = 362 -VariableMetric: Iteration # 105 - FCN = 297122.7184367 Edm = 0.0279872 NCalls = 364 -VariableMetric: Iteration # 106 - FCN = 297122.6450123 Edm = 0.0448459 NCalls = 366 -VariableMetric: Iteration # 107 - FCN = 297122.5697713 Edm = 0.0381443 NCalls = 372 -VariableMetric: Iteration # 108 - FCN = 297122.5187177 Edm = 0.0132918 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297122.4217142 Edm = 0.0247449 NCalls = 379 -VariableMetric: Iteration # 110 - FCN = 297122.3909656 Edm = 0.00935761 NCalls = 381 -VariableMetric: Iteration # 111 - FCN = 297122.3904824 Edm = 0.00134839 NCalls = 383 -VariableMetric: Iteration # 112 - FCN = 297122.3889663 Edm = 0.000113962 NCalls = 385 -VariableMetric: Iteration # 113 - FCN = 297122.3886908 Edm = 0.000166396 NCalls = 387 -VariableMetric: Iteration # 114 - FCN = 297122.3817984 Edm = 0.00735597 NCalls = 392 -VariableMetric: Iteration # 115 - FCN = 297122.2928164 Edm = 0.0418558 NCalls = 399 -VariableMetric: Iteration # 116 - FCN = 297121.8457894 Edm = 0.34268 NCalls = 401 -VariableMetric: Iteration # 117 - FCN = 297121.0979534 Edm = 0.421607 NCalls = 404 -VariableMetric: Iteration # 118 - FCN = 297120.9063369 Edm = 0.121767 NCalls = 406 -VariableMetric: Iteration # 119 - FCN = 297120.8415193 Edm = 0.0157374 NCalls = 408 -VariableMetric: Iteration # 120 - FCN = 297120.8220769 Edm = 0.00621191 NCalls = 410 -VariableMetric: Iteration # 121 - FCN = 297120.8122455 Edm = 0.00138365 NCalls = 412 -VariableMetric: Iteration # 122 - FCN = 297120.8108897 Edm = 0.000139246 NCalls = 413 -VariableMetric: Iteration # 123 - FCN = 297120.8107118 Edm = 5.65917e-05 NCalls = 415 -VariableMetric: After Hessian - FCN = 297120.8107118 Edm = 4.66012 NCalls = 896 -VariableMetric: Iteration # 124 - FCN = 297120.8107118 Edm = 4.66012 NCalls = 896 -VariableMetric: Iteration # 125 - FCN = 297120.3791187 Edm = 3.43468 NCalls = 898 -VariableMetric: Iteration # 126 - FCN = 297119.7354154 Edm = 3.77635 NCalls = 900 -VariableMetric: Iteration # 127 - FCN = 297118.8170015 Edm = 0.761849 NCalls = 903 -VariableMetric: Iteration # 128 - FCN = 297118.5636432 Edm = 0.157073 NCalls = 906 -VariableMetric: Iteration # 129 - FCN = 297118.3458559 Edm = 0.124922 NCalls = 908 -VariableMetric: Iteration # 130 - FCN = 297118.2210068 Edm = 0.0709918 NCalls = 911 -VariableMetric: Iteration # 131 - FCN = 297118.1469168 Edm = 0.0503334 NCalls = 913 -VariableMetric: Iteration # 132 - FCN = 297118.0977041 Edm = 0.0356659 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297118.0699928 Edm = 0.0223335 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297118.0292137 Edm = 0.0233305 NCalls = 920 -VariableMetric: Iteration # 135 - FCN = 297118.006089 Edm = 0.0117734 NCalls = 922 -VariableMetric: Iteration # 136 - FCN = 297117.9917987 Edm = 0.00464298 NCalls = 925 -VariableMetric: Iteration # 137 - FCN = 297117.9835274 Edm = 0.00450967 NCalls = 927 -VariableMetric: Iteration # 138 - FCN = 297117.9757252 Edm = 0.00431579 NCalls = 929 -VariableMetric: Iteration # 139 - FCN = 297117.9663104 Edm = 0.00371289 NCalls = 931 -VariableMetric: Iteration # 140 - FCN = 297117.9579715 Edm = 0.00394226 NCalls = 933 -VariableMetric: Iteration # 141 - FCN = 297117.9505009 Edm = 0.002591 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297117.9477534 Edm = 0.000396925 NCalls = 938 -VariableMetric: Iteration # 143 - FCN = 297117.9473108 Edm = 6.11198e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297117.9473108 Edm = 0.010744 NCalls = 1435 -VariableMetric: Iteration # 144 - FCN = 297117.9473108 Edm = 0.010744 NCalls = 1435 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 337724.710566 Edm = 407.63 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 337724.710566 Edm = 407.63 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307057.9417323 Edm = 46.3595 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306556.6973677 Edm = 214.826 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301884.1991888 Edm = 5892.01 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298306.8532636 Edm = 188.577 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298261.4834095 Edm = 387.384 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297810.8966438 Edm = 13.5779 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297736.1922451 Edm = 3.82082 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297727.6357058 Edm = 1.41015 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297724.4683614 Edm = 1.31476 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297622.0302263 Edm = 41.6932 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297531.9194089 Edm = 7.58671 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297524.4241656 Edm = 1.02966 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297508.1438928 Edm = 21.2255 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297493.4550586 Edm = 75.8806 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297491.7947562 Edm = 1.32391 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297456.9689621 Edm = 26.5946 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297444.9410569 Edm = 2.13104 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297442.8272532 Edm = 0.0345533 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297442.7747511 Edm = 0.0192084 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297442.3496051 Edm = 0.426589 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297442.1733158 Edm = 0.129702 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297411.3209177 Edm = 12.7566 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297376.4874107 Edm = 5.59686 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297362.1353898 Edm = 0.998238 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297359.109566 Edm = 0.934562 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297357.0312687 Edm = 0.39332 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297356.5981151 Edm = 0.0246678 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297356.4450619 Edm = 0.14353 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297356.0024515 Edm = 0.398687 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297346.8869314 Edm = 7.75643 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297320.6929698 Edm = 37.5015 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297290.9047231 Edm = 9.01584 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297274.398043 Edm = 9.51868 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297262.3023002 Edm = 10.0395 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297242.6183199 Edm = 2.58304 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297240.5256778 Edm = 0.584192 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297240.0262906 Edm = 0.131216 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297239.8388864 Edm = 0.0134656 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297239.808606 Edm = 0.0141688 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297239.3299209 Edm = 0.363401 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297222.1794225 Edm = 4.76153 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297215.2412319 Edm = 3.04394 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297211.7286564 Edm = 0.366614 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297211.2707404 Edm = 0.0202407 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297211.2026032 Edm = 0.0594349 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297210.683249 Edm = 0.777055 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297210.5634973 Edm = 0.106721 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297206.8712113 Edm = 2.68525 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297188.8256743 Edm = 3.35325 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297183.3366008 Edm = 1.30887 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297182.1389514 Edm = 0.140234 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297182.0516833 Edm = 0.00570789 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297182.0452076 Edm = 0.000914881 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297182.0423159 Edm = 0.00206166 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297181.9478348 Edm = 0.0917046 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297175.3021741 Edm = 1.50967 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297173.2290715 Edm = 0.0246878 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297173.207199 Edm = 0.000592549 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297173.2059265 Edm = 0.000605244 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297173.1787982 Edm = 0.0244534 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297163.2893626 Edm = 6.19031 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297155.6282279 Edm = 5.39599 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297149.6449449 Edm = 0.522367 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297149.0538049 Edm = 0.0285085 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297149.0212386 Edm = 0.00379711 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297149.0139902 Edm = 0.00323142 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297148.9943561 Edm = 0.0167922 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297148.733534 Edm = 0.303286 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297148.3258728 Edm = 0.39537 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297118.5272417 Edm = 7.52552 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297108.7073239 Edm = 1.91843 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297107.2724026 Edm = 0.363019 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297106.5690142 Edm = 0.0919822 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297106.4454475 Edm = 0.0511661 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297106.4046642 Edm = 0.00342225 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297106.3999613 Edm = 0.000830014 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297106.3926177 Edm = 0.00786372 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297106.3320595 Edm = 0.0687299 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297106.2810607 Edm = 0.046372 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297102.1705017 Edm = 1.16507 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297099.3458974 Edm = 0.304893 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297098.9695397 Edm = 0.054432 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297098.9238373 Edm = 0.00936648 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297098.9114882 Edm = 0.000775352 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297098.9106074 Edm = 5.01453e-05 NCalls = 281 -VariableMetric: After Hessian - FCN = 297098.9106074 Edm = 15.6905 NCalls = 770 -VariableMetric: Iteration # 86 - FCN = 297098.9106074 Edm = 15.6905 NCalls = 770 -VariableMetric: Iteration # 87 - FCN = 297098.7858465 Edm = 16.6179 NCalls = 773 -VariableMetric: Iteration # 88 - FCN = 297098.7041215 Edm = 5.72919 NCalls = 776 -VariableMetric: Iteration # 89 - FCN = 297098.1750115 Edm = 2.16769 NCalls = 778 -VariableMetric: Iteration # 90 - FCN = 297096.1479802 Edm = 1.94721 NCalls = 785 -VariableMetric: Iteration # 91 - FCN = 297095.3473223 Edm = 1.30562 NCalls = 787 -VariableMetric: Iteration # 92 - FCN = 297094.3929356 Edm = 1.49128 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297093.4316239 Edm = 3.13088 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297092.3118819 Edm = 5.35313 NCalls = 798 -VariableMetric: Iteration # 95 - FCN = 297090.8449087 Edm = 4.11794 NCalls = 801 -VariableMetric: Iteration # 96 - FCN = 297089.201804 Edm = 3.04117 NCalls = 803 -VariableMetric: Iteration # 97 - FCN = 297087.6561569 Edm = 2.36438 NCalls = 806 -VariableMetric: Iteration # 98 - FCN = 297085.6123266 Edm = 0.863236 NCalls = 809 -VariableMetric: Iteration # 99 - FCN = 297084.6471779 Edm = 0.480972 NCalls = 811 -VariableMetric: Iteration # 100 - FCN = 297084.2841738 Edm = 0.547624 NCalls = 813 -VariableMetric: Iteration # 101 - FCN = 297083.5637002 Edm = 0.464742 NCalls = 818 -VariableMetric: Iteration # 102 - FCN = 297083.3240484 Edm = 0.534216 NCalls = 821 -VariableMetric: Iteration # 103 - FCN = 297082.7512374 Edm = 0.826722 NCalls = 824 -VariableMetric: Iteration # 104 - FCN = 297081.5166945 Edm = 0.180658 NCalls = 828 -VariableMetric: Iteration # 105 - FCN = 297081.436807 Edm = 3.36431 NCalls = 830 -VariableMetric: Iteration # 106 - FCN = 297081.201945 Edm = 0.69347 NCalls = 832 -VariableMetric: Iteration # 107 - FCN = 297080.9812712 Edm = 0.295434 NCalls = 834 -VariableMetric: Iteration # 108 - FCN = 297080.7795848 Edm = 0.228339 NCalls = 836 -VariableMetric: Iteration # 109 - FCN = 297080.6415875 Edm = 0.117055 NCalls = 838 -VariableMetric: Iteration # 110 - FCN = 297080.5161217 Edm = 0.127204 NCalls = 841 -VariableMetric: Iteration # 111 - FCN = 297080.3470371 Edm = 0.130163 NCalls = 845 -VariableMetric: Iteration # 112 - FCN = 297080.2187037 Edm = 0.193519 NCalls = 849 -VariableMetric: Iteration # 113 - FCN = 297080.0962108 Edm = 0.085724 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297080.0503411 Edm = 0.0570318 NCalls = 853 -VariableMetric: Iteration # 115 - FCN = 297079.9993183 Edm = 0.0844788 NCalls = 855 -VariableMetric: Iteration # 116 - FCN = 297079.9387596 Edm = 0.0571532 NCalls = 858 -VariableMetric: Iteration # 117 - FCN = 297079.842412 Edm = 0.0860975 NCalls = 861 -VariableMetric: Iteration # 118 - FCN = 297079.7734121 Edm = 0.114482 NCalls = 864 -VariableMetric: Iteration # 119 - FCN = 297079.7039124 Edm = 0.0877307 NCalls = 866 -VariableMetric: Iteration # 120 - FCN = 297079.6216532 Edm = 0.0883628 NCalls = 870 -VariableMetric: Iteration # 121 - FCN = 297079.583003 Edm = 0.0300008 NCalls = 872 -VariableMetric: Iteration # 122 - FCN = 297079.5532116 Edm = 0.00723284 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297079.5457855 Edm = 0.00338307 NCalls = 876 -VariableMetric: Iteration # 124 - FCN = 297079.5419722 Edm = 0.00304987 NCalls = 878 -VariableMetric: Iteration # 125 - FCN = 297079.5333214 Edm = 0.00749069 NCalls = 882 -VariableMetric: Iteration # 126 - FCN = 297079.5256757 Edm = 0.022162 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297079.5160912 Edm = 0.00956447 NCalls = 885 -VariableMetric: Iteration # 128 - FCN = 297079.5034382 Edm = 0.0096839 NCalls = 892 -VariableMetric: Iteration # 129 - FCN = 297079.4941226 Edm = 0.0256748 NCalls = 895 -VariableMetric: Iteration # 130 - FCN = 297079.4794573 Edm = 0.0196095 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297079.4615045 Edm = 0.0379372 NCalls = 903 -VariableMetric: Iteration # 132 - FCN = 297079.4314863 Edm = 0.0467102 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297079.4124547 Edm = 0.0353766 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297079.3815885 Edm = 0.0782561 NCalls = 913 -VariableMetric: Iteration # 135 - FCN = 297079.3779078 Edm = 0.00386884 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297079.3677315 Edm = 0.0144138 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297079.3456001 Edm = 0.0294953 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297079.321809 Edm = 0.0149903 NCalls = 923 -VariableMetric: Iteration # 139 - FCN = 297079.2954439 Edm = 0.0211638 NCalls = 926 -VariableMetric: Iteration # 140 - FCN = 297079.276894 Edm = 0.024049 NCalls = 928 -VariableMetric: Iteration # 141 - FCN = 297079.2507931 Edm = 0.0577914 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297079.2149073 Edm = 0.0475752 NCalls = 934 -VariableMetric: Iteration # 143 - FCN = 297079.1607075 Edm = 0.0295071 NCalls = 938 -VariableMetric: Iteration # 144 - FCN = 297079.1087942 Edm = 0.0145275 NCalls = 941 -VariableMetric: Iteration # 145 - FCN = 297079.0967103 Edm = 0.012784 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297079.0936239 Edm = 0.0051664 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297079.0887695 Edm = 0.00173015 NCalls = 947 -VariableMetric: Iteration # 148 - FCN = 297079.0856245 Edm = 0.000842871 NCalls = 949 -VariableMetric: Iteration # 149 - FCN = 297079.0843552 Edm = 0.000334045 NCalls = 951 -VariableMetric: Iteration # 150 - FCN = 297079.0836628 Edm = 0.000445667 NCalls = 953 -VariableMetric: Iteration # 151 - FCN = 297079.0795833 Edm = 0.00327145 NCalls = 957 -VariableMetric: Iteration # 152 - FCN = 297079.0729808 Edm = 0.00177238 NCalls = 959 -VariableMetric: Iteration # 153 - FCN = 297079.0711354 Edm = 0.000611403 NCalls = 961 -VariableMetric: Iteration # 154 - FCN = 297079.0702879 Edm = 0.000418191 NCalls = 963 -VariableMetric: Iteration # 155 - FCN = 297079.0693733 Edm = 0.000616232 NCalls = 965 -VariableMetric: Iteration # 156 - FCN = 297079.0678526 Edm = 0.000791415 NCalls = 967 -VariableMetric: Iteration # 157 - FCN = 297079.0658028 Edm = 0.00117273 NCalls = 969 -VariableMetric: Iteration # 158 - FCN = 297079.0611256 Edm = 0.00586387 NCalls = 971 -VariableMetric: Iteration # 159 - FCN = 297079.0392773 Edm = 0.0202614 NCalls = 976 -VariableMetric: Iteration # 160 - FCN = 297079.026683 Edm = 0.0275795 NCalls = 980 -VariableMetric: Iteration # 161 - FCN = 297079.0065417 Edm = 0.0171909 NCalls = 985 -VariableMetric: Iteration # 162 - FCN = 297078.9597066 Edm = 0.0297668 NCalls = 987 -VariableMetric: Iteration # 163 - FCN = 297078.9408087 Edm = 0.0320389 NCalls = 989 -VariableMetric: Iteration # 164 - FCN = 297078.9251328 Edm = 0.0029782 NCalls = 991 -VariableMetric: Iteration # 165 - FCN = 297078.9205558 Edm = 0.00176202 NCalls = 993 -VariableMetric: Iteration # 166 - FCN = 297078.9175375 Edm = 0.00155862 NCalls = 995 -VariableMetric: Iteration # 167 - FCN = 297078.9159962 Edm = 0.000897244 NCalls = 997 -VariableMetric: Iteration # 168 - FCN = 297078.9146498 Edm = 0.000212524 NCalls = 999 -VariableMetric: Iteration # 169 - FCN = 297078.9144343 Edm = 5.64508e-05 NCalls = 1001 -VariableMetric: After Hessian - FCN = 297078.9144343 Edm = 0.0883191 NCalls = 1498 -VariableMetric: Iteration # 170 - FCN = 297078.9144343 Edm = 0.0883191 NCalls = 1498 -VariableMetric: Iteration # 171 - FCN = 297078.9124749 Edm = 0.0140972 NCalls = 1501 -VariableMetric: Iteration # 172 - FCN = 297078.9111731 Edm = 0.00120913 NCalls = 1504 -VariableMetric: Iteration # 173 - FCN = 297078.9044388 Edm = 0.00271794 NCalls = 1508 -VariableMetric: Iteration # 174 - FCN = 297078.9016578 Edm = 0.00502638 NCalls = 1509 -VariableMetric: Iteration # 175 - FCN = 297078.8989037 Edm = 0.00415533 NCalls = 1514 -VariableMetric: Iteration # 176 - FCN = 297078.8939292 Edm = 0.00642535 NCalls = 1518 -VariableMetric: Iteration # 177 - FCN = 297078.89059 Edm = 0.00489374 NCalls = 1521 -VariableMetric: Iteration # 178 - FCN = 297078.8756422 Edm = 0.0482693 NCalls = 1524 -VariableMetric: Iteration # 179 - FCN = 297078.8737923 Edm = 0.00133932 NCalls = 1526 -VariableMetric: Iteration # 180 - FCN = 297078.8620523 Edm = 0.0106462 NCalls = 1530 -VariableMetric: Iteration # 181 - FCN = 297078.830354 Edm = 0.039992 NCalls = 1533 -VariableMetric: Iteration # 182 - FCN = 297078.8151831 Edm = 0.0104483 NCalls = 1538 -VariableMetric: Iteration # 183 - FCN = 297078.797017 Edm = 0.00434127 NCalls = 1542 -VariableMetric: Iteration # 184 - FCN = 297078.7930955 Edm = 0.00682442 NCalls = 1545 -VariableMetric: Iteration # 185 - FCN = 297078.7868216 Edm = 0.00570501 NCalls = 1548 -VariableMetric: Iteration # 186 - FCN = 297078.7821016 Edm = 0.00165786 NCalls = 1550 -VariableMetric: Iteration # 187 - FCN = 297078.7784425 Edm = 0.00183132 NCalls = 1552 -VariableMetric: Iteration # 188 - FCN = 297078.7775391 Edm = 0.000553651 NCalls = 1554 -VariableMetric: Iteration # 189 - FCN = 297078.7766507 Edm = 0.000201199 NCalls = 1556 -VariableMetric: Iteration # 190 - FCN = 297078.7761431 Edm = 0.000135001 NCalls = 1558 -VariableMetric: Iteration # 191 - FCN = 297078.7757668 Edm = 0.000114551 NCalls = 1560 -VariableMetric: Iteration # 192 - FCN = 297078.7754153 Edm = 0.000145192 NCalls = 1562 -VariableMetric: Iteration # 193 - FCN = 297078.7748399 Edm = 0.000160343 NCalls = 1564 -VariableMetric: Iteration # 194 - FCN = 297078.7743264 Edm = 0.00012308 NCalls = 1566 -VariableMetric: Iteration # 195 - FCN = 297078.774047 Edm = 0.000114804 NCalls = 1568 -VariableMetric: Iteration # 196 - FCN = 297078.7734919 Edm = 0.000379345 NCalls = 1570 -VariableMetric: Iteration # 197 - FCN = 297078.7726627 Edm = 0.000409478 NCalls = 1572 -VariableMetric: Iteration # 198 - FCN = 297078.7719143 Edm = 0.000346336 NCalls = 1575 -VariableMetric: Iteration # 199 - FCN = 297078.7711425 Edm = 0.000606466 NCalls = 1577 -VariableMetric: Iteration # 200 - FCN = 297078.7707671 Edm = 0.000238816 NCalls = 1579 -VariableMetric: Iteration # 201 - FCN = 297078.7703516 Edm = 6.58934e-05 NCalls = 1581 -VariableMetric: Iteration # 202 - FCN = 297078.7702509 Edm = 3.55807e-05 NCalls = 1583 -VariableMetric: After Hessian - FCN = 297078.7702509 Edm = 0.00017957 NCalls = 2082 -VariableMetric: Iteration # 203 - FCN = 297078.7702509 Edm = 0.00017957 NCalls = 2082 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=702 (702 total) | -| EDM = 7.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297276.8262465708 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.25 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 1.94 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.86 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.64 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.96 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 6 | p4040_p | -2.10 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.71 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.23 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.649 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 4.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -4.42 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.75 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.480 | 0.020 | | | -2 | 2 | | -| 22| bplus_2 | -0.35 | 0.09 | | | -2 | 2 | | -| 23| omega_p | -6.28 | 0.30 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.091 -0.037 0.046 -0.136 -0.123 0.165 -0.204 -0.021 0.281 0.020 -0.200 -0.025 0.016 -0.099 -0.058 -0.033 0.054 0.011 -0.017 -0.015 0.011 0.205 0.002 | -| Dbar_p | -0.091 1.000 -0.310 0.308 -0.004 0.181 -0.015 -0.102 -0.001 0.029 0.003 -0.141 0.210 -0.010 -0.022 -0.094 -0.006 0.021 0.017 -0.023 0.038 0.026 -0.108 -0.002 | -| Ctt | -0.037 -0.310 1.000 -0.247 0.220 -0.181 -0.373 0.266 -0.029 -0.408 0.001 0.316 0.240 0.023 0.153 -0.124 -0.052 0.111 0.008 -0.237 -0.013 -0.017 0.701 0.002 | -| p3770_p | 0.046 0.308 -0.247 1.000 -0.087 0.119 0.201 -0.093 0.010 0.220 0.021 -0.158 0.056 -0.019 0.010 0.255 0.012 -0.023 0.027 -0.213 0.030 0.028 -0.137 -0.004 | -| p4415_s | -0.136 -0.004 0.220 -0.087 1.000 0.087 -0.037 0.306 -0.007 -0.070 0.001 0.188 -0.023 -0.001 0.003 -0.074 -0.013 0.024 0.001 -0.013 0.015 0.014 -0.031 -0.001 | -| bplus_1 | -0.123 0.181 -0.181 0.119 0.087 1.000 0.008 -0.018 -0.023 -0.000 -0.000 -0.025 0.056 0.080 0.029 0.378 0.009 0.017 -0.001 0.073 -0.168 -0.830 -0.258 0.016 | -| p4040_p | 0.165 -0.015 -0.373 0.201 -0.037 0.008 1.000 0.238 -0.002 0.334 0.022 -0.226 -0.087 -0.002 -0.200 0.136 -0.002 -0.009 0.017 -0.031 0.001 0.014 -0.108 -0.000 | -| p4160_s | -0.204 -0.102 0.266 -0.093 0.306 -0.018 0.238 1.000 -0.026 -0.196 0.007 0.171 -0.045 0.014 -0.088 -0.126 -0.042 0.074 0.003 -0.015 0.003 0.026 0.154 0.001 | -| phi_p | -0.021 -0.001 -0.029 0.010 -0.007 -0.023 -0.002 -0.026 1.000 0.000 0.001 -0.024 0.024 -0.154 -0.003 0.014 0.666 -0.266 0.000 -0.009 0.084 0.022 -0.095 -0.016 | -| p4160_p | 0.281 0.029 -0.408 0.220 -0.070 -0.000 0.334 -0.196 0.000 1.000 0.034 -0.536 -0.040 -0.004 -0.133 0.190 0.001 -0.014 0.021 0.023 0.002 0.013 -0.091 -0.001 | -| DDstar_s | 0.020 0.003 0.001 0.021 0.001 -0.000 0.022 0.007 0.001 0.034 1.000 0.007 0.051 -0.000 0.024 0.029 0.000 0.001 -0.001 0.023 0.001 0.001 0.005 0.000 | -| p4040_s | -0.200 -0.141 0.316 -0.158 0.188 -0.025 -0.226 0.171 -0.024 -0.536 0.007 1.000 -0.054 0.014 -0.079 -0.172 -0.038 0.065 0.002 0.057 -0.002 0.016 0.138 0.001 | -| jpsi_p | -0.025 0.210 0.240 0.056 -0.023 0.056 -0.087 -0.045 0.024 -0.040 0.051 -0.054 1.000 -0.047 -0.031 0.170 0.037 -0.099 0.042 -0.054 0.031 -0.051 0.122 -0.009 | -| omega_s | 0.016 -0.010 0.023 -0.019 -0.001 0.080 -0.002 0.014 -0.154 -0.004 -0.000 0.014 -0.047 1.000 -0.004 -0.030 -0.065 0.342 0.000 -0.003 -0.478 -0.109 0.082 0.225 | -| psi2s_p | -0.099 -0.022 0.153 0.010 0.003 0.029 -0.200 -0.088 -0.003 -0.133 0.024 -0.079 -0.031 -0.004 1.000 -0.021 -0.002 -0.005 0.024 -0.431 0.006 -0.009 -0.020 -0.001 | -| DDstar_p | -0.058 -0.094 -0.124 0.255 -0.074 0.378 0.136 -0.126 0.014 0.190 0.029 -0.172 0.170 -0.030 -0.021 1.000 0.019 -0.015 0.003 0.144 0.071 0.013 -0.300 -0.006 | -| phi_s | -0.033 -0.006 -0.052 0.012 -0.013 0.009 -0.002 -0.042 0.666 0.001 0.000 -0.038 0.037 -0.065 -0.002 0.019 1.000 -0.180 -0.000 -0.016 -0.001 -0.015 -0.145 0.001 | -| rho_p | 0.054 0.021 0.111 -0.023 0.024 0.017 -0.009 0.074 -0.266 -0.014 0.001 0.065 -0.099 0.342 -0.005 -0.015 -0.180 1.000 0.002 0.015 0.128 0.001 0.277 -0.009 | -| Dbar_s | 0.011 0.017 0.008 0.027 0.001 -0.001 0.017 0.003 0.000 0.021 -0.001 0.002 0.042 0.000 0.024 0.003 -0.000 0.002 1.000 0.023 0.000 0.001 0.006 0.000 | -| p3770_s | -0.017 -0.023 -0.237 -0.213 -0.013 0.073 -0.031 -0.015 -0.009 0.023 0.023 0.057 -0.054 -0.003 -0.431 0.144 -0.016 0.015 0.023 1.000 0.015 0.040 -0.149 -0.001 | -| rho_s | -0.015 0.038 -0.013 0.030 0.015 -0.168 0.001 0.003 0.084 0.002 0.001 -0.002 0.031 -0.478 0.006 0.071 -0.001 0.128 0.000 0.015 1.000 0.260 -0.059 -0.064 | -| bplus_0 | 0.011 0.026 -0.017 0.028 0.014 -0.830 0.014 0.026 0.022 0.013 0.001 0.016 -0.051 -0.109 -0.009 0.013 -0.015 0.001 0.001 0.040 0.260 1.000 -0.088 -0.022 | -| bplus_2 | 0.205 -0.108 0.701 -0.137 -0.031 -0.258 -0.108 0.154 -0.095 -0.091 0.005 0.138 0.122 0.082 -0.020 -0.300 -0.145 0.277 0.006 -0.149 -0.059 -0.088 1.000 0.011 | -| omega_p | 0.002 -0.002 0.002 -0.004 -0.001 0.016 -0.000 0.001 -0.016 -0.001 0.000 0.001 -0.009 0.225 -0.001 -0.006 0.001 -0.009 0.000 -0.001 -0.064 -0.022 0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21837387408157571}), (, {'error': 0.2839942888245881}), (, {'error': 0.22283774243816895}), (, {'error': 0.11424746401294428}), (, {'error': 0.18864834187364654}), (, {'error': 0.04177800337029369}), (, {'error': 0.1973121075961939}), (, {'error': 0.1663960137064402}), (, {'error': 0.19831363686961279}), (, {'error': 0.10817322202555157}), (, {'error': 0.01738435607993169}), (, {'error': 0.1656952169317935}), (, {'error': 0.02668487752405513}), (, {'error': 1.0696126976037683}), (, {'error': 0.03189227234590586}), (, {'error': 0.3118265115614802}), (, {'error': 1.062227345063416}), (, {'error': 0.3226281169398231}), (, {'error': 0.014005563586457687}), (, {'error': 0.22830143043412088}), (, {'error': 0.33050395382562475}), (, {'error': 0.019975445208091802}), (, {'error': 0.08963857102454176}), (, {'error': 0.2987669093103573})]) -Toy 1/25 -Time taken: 5 min, 37 s -Projected time left: 2 h, 14 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1366 (1366 total) | -| EDM = 0.000624 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297153.52588166675 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.95 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -4.3 | 1.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.020 | 0.174 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.23 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.17 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -1.004 | 0.025 | | | -2 | 2 | | -| 6 | p4040_p | 3.43 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.60 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 6.01 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.31 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.88 | 0.19 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -4.65 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.2 | 1.6 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.79 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -3.8 | 1.0 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 15.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.21 | 0.37 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.2 | 0.3 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.504 | 0.012 | | | -2 | 2 | | -| 22| bplus_2 | -0.12 | 0.08 | | | -2 | 2 | | -| 23| omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.149 -0.013 0.295 -0.213 -0.054 0.361 -0.204 0.004 0.490 0.019 -0.325 0.317 0.009 0.221 0.079 -0.011 -0.025 0.281 0.271 -0.005 -0.025 0.008 0.013 | -| Dbar_p | 0.149 1.000 -0.126 0.844 -0.081 0.005 0.519 -0.303 0.020 0.605 0.326 -0.432 0.792 0.026 0.656 0.850 -0.004 -0.034 0.859 0.599 -0.009 0.015 -0.225 0.031 | -| Ctt | -0.013 -0.126 1.000 -0.053 0.196 -0.204 -0.056 0.227 -0.012 -0.160 0.082 0.263 -0.092 0.005 0.198 0.070 -0.033 -0.048 0.092 0.011 -0.007 -0.134 0.537 0.009 | -| p3770_p | 0.295 0.844 -0.053 1.000 -0.131 -0.029 0.641 -0.253 0.020 0.725 0.345 -0.446 0.808 0.028 0.679 0.704 0.001 -0.020 0.851 0.573 -0.023 -0.007 -0.233 0.030 | -| p4415_s | -0.213 -0.081 0.196 -0.131 1.000 0.115 -0.077 0.313 -0.004 -0.167 -0.054 0.179 -0.148 -0.013 -0.086 -0.036 -0.006 -0.006 -0.112 -0.091 0.028 0.090 -0.037 -0.008 | -| bplus_1 | -0.054 0.005 -0.204 -0.029 0.115 1.000 -0.057 0.065 0.002 -0.028 0.021 0.082 -0.027 0.007 -0.066 -0.225 0.003 -0.022 -0.157 -0.053 -0.003 -0.523 -0.247 0.006 | -| p4040_p | 0.361 0.519 -0.056 0.641 -0.077 -0.057 1.000 0.054 0.016 0.649 0.222 -0.445 0.655 0.025 0.478 0.443 -0.002 -0.020 0.667 0.521 -0.025 -0.029 -0.199 0.026 | -| p4160_s | -0.204 -0.303 0.227 -0.253 0.313 0.065 0.054 1.000 -0.012 -0.264 -0.147 0.089 -0.265 -0.019 -0.233 -0.254 -0.025 -0.028 -0.264 -0.169 0.038 0.073 0.142 -0.011 | -| phi_p | 0.004 0.020 -0.012 0.020 -0.004 0.002 0.016 -0.012 1.000 0.020 0.008 -0.014 0.016 -0.035 0.018 0.016 0.725 -0.097 0.025 0.017 0.076 0.008 -0.035 -0.011 | -| p4160_p | 0.490 0.605 -0.160 0.725 -0.167 -0.028 0.649 -0.264 0.020 1.000 0.226 -0.604 0.757 0.025 0.577 0.429 0.006 -0.011 0.713 0.597 -0.024 -0.013 -0.245 0.026 | -| DDstar_s | 0.019 0.326 0.082 0.345 -0.054 0.021 0.222 -0.147 0.008 0.226 1.000 -0.218 0.287 0.010 0.269 0.389 0.001 -0.010 0.419 0.275 -0.002 0.018 -0.123 0.011 | -| p4040_s | -0.325 -0.432 0.263 -0.446 0.179 0.082 -0.445 0.089 -0.014 -0.604 -0.218 1.000 -0.431 -0.023 -0.332 -0.358 -0.014 -0.009 -0.445 -0.263 0.037 0.068 0.144 -0.018 | -| jpsi_p | 0.317 0.792 -0.092 0.808 -0.148 -0.027 0.655 -0.265 0.016 0.757 0.287 -0.431 1.000 0.023 0.727 0.682 -0.007 -0.019 0.881 0.721 -0.028 -0.008 -0.331 0.026 | -| omega_s | 0.009 0.026 0.005 0.028 -0.013 0.007 0.025 -0.019 -0.035 0.025 0.010 -0.023 0.023 1.000 0.028 0.044 0.025 -0.125 0.046 0.027 -0.192 -0.057 -0.019 0.848 | -| psi2s_p | 0.221 0.656 0.198 0.679 -0.086 -0.066 0.478 -0.233 0.018 0.577 0.269 -0.332 0.727 0.028 1.000 0.615 0.003 -0.016 0.774 0.474 -0.031 -0.045 -0.207 0.029 | -| DDstar_p | 0.079 0.850 0.070 0.704 -0.036 -0.225 0.443 -0.254 0.016 0.429 0.389 -0.358 0.682 0.044 0.615 1.000 -0.002 -0.026 0.885 0.551 -0.063 -0.152 -0.133 0.040 | -| phi_s | -0.011 -0.004 -0.033 0.001 -0.006 0.003 -0.002 -0.025 0.725 0.006 0.001 -0.014 -0.007 0.025 0.003 -0.002 1.000 -0.116 0.007 -0.003 0.086 -0.006 -0.107 0.035 | -| rho_p | -0.025 -0.034 -0.048 -0.020 -0.006 -0.022 -0.020 -0.028 -0.097 -0.011 -0.010 -0.009 -0.019 -0.125 -0.016 -0.026 -0.116 1.000 -0.020 -0.023 -0.322 -0.013 -0.170 -0.048 | -| Dbar_s | 0.281 0.859 0.092 0.851 -0.112 -0.157 0.667 -0.264 0.025 0.713 0.419 -0.445 0.881 0.046 0.774 0.885 0.007 -0.020 1.000 0.739 -0.057 -0.113 -0.248 0.043 | -| p3770_s | 0.271 0.599 0.011 0.573 -0.091 -0.053 0.521 -0.169 0.017 0.597 0.275 -0.263 0.721 0.027 0.474 0.551 -0.003 -0.023 0.739 1.000 -0.026 -0.021 -0.239 0.029 | -| rho_s | -0.005 -0.009 -0.007 -0.023 0.028 -0.003 -0.025 0.038 0.076 -0.024 -0.002 0.037 -0.028 -0.192 -0.031 -0.063 0.086 -0.322 -0.057 -0.026 1.000 0.161 0.076 0.003 | -| bplus_0 | -0.025 0.015 -0.134 -0.007 0.090 -0.523 -0.029 0.073 0.008 -0.013 0.018 0.068 -0.008 -0.057 -0.045 -0.152 -0.006 -0.013 -0.113 -0.021 0.161 1.000 -0.102 -0.032 | -| bplus_2 | 0.008 -0.225 0.537 -0.233 -0.037 -0.247 -0.199 0.142 -0.035 -0.245 -0.123 0.144 -0.331 -0.019 -0.207 -0.133 -0.107 -0.170 -0.248 -0.239 0.076 -0.102 1.000 0.006 | -| omega_p | 0.013 0.031 0.009 0.030 -0.008 0.006 0.026 -0.011 -0.011 0.026 0.011 -0.018 0.026 0.848 0.029 0.040 0.035 -0.048 0.043 0.029 0.003 -0.032 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19678333837874984}), (, {'error': 1.3368666490196404}), (, {'error': 0.17367537779834252}), (, {'error': 0.26098521475794634}), (, {'error': 0.18271585915314698}), (, {'error': 0.024515566062938476}), (, {'error': 0.28567780667770837}), (, {'error': 0.1624481978660519}), (, {'error': 0.26547445997004004}), (, {'error': 0.15704965205746868}), (, {'error': 0.12350933722364305}), (, {'error': 0.18807220684955855}), (, {'error': 0.05999828190711076}), (, {'error': 1.5920330574055965}), (, {'error': 0.050077637609671655}), (, {'error': 0.9664321120146546}), (, {'error': 1.14618536004998}), (, {'error': 0.55350298695262}), (, {'error': 0.3657028410194991}), (, {'error': 0.34069785243273687}), (, {'error': 0.3328484327971718}), (, {'error': 0.011638110662131051}), (, {'error': 0.07792396479376529}), (, {'error': 0.455627238688634})]) -Toy 2/25 -Time taken: 13 min, 21 s -Projected time left: 2 h, 33 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1371 (1371 total) | -| EDM = 0.000119 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297171.4100952565 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.81 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.32 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.13 | 0.03 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 6 | p4040_p | -2.25 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.74 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 5.80 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.06 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.589 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6 | 4 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.923 | 0.032 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 5.19 | 0.29 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 15.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.06 | 0.45 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.38 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.495 | 0.022 | | | -2 | 2 | | -| 22| bplus_2 | -0.26 | 0.09 | | | -2 | 2 | | -| 23| omega_p | -6.0 | 1.0 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.000 -0.006 0.002 -0.019 -0.001 -0.003 -0.006 -0.000 -0.004 -0.000 -0.001 0.002 -0.000 0.002 0.004 0.001 -0.001 -0.001 0.001 -0.001 -0.000 -0.002 -0.000 | -| Dbar_p | -0.000 1.000 0.004 0.033 0.001 0.000 0.017 0.002 0.000 0.019 -0.001 -0.000 0.047 0.001 0.024 -0.001 -0.001 0.002 0.010 0.023 0.001 0.002 0.005 0.001 | -| Ctt | -0.006 0.004 1.000 -0.181 -0.006 -0.137 -0.349 0.245 -0.008 -0.391 0.002 0.360 0.277 0.026 0.179 -0.109 -0.043 0.105 0.075 -0.265 0.034 -0.019 0.753 0.025 | -| p3770_p | 0.002 0.033 -0.181 1.000 0.007 0.058 0.222 -0.050 0.001 0.223 0.015 -0.160 0.012 -0.037 0.078 0.294 0.006 -0.051 -0.037 -0.150 0.011 0.029 -0.134 -0.035 | -| p4415_s | -0.019 0.001 -0.006 0.007 1.000 -0.006 0.008 -0.018 -0.000 0.017 0.001 -0.017 0.001 0.001 -0.006 0.000 -0.001 0.003 0.002 0.001 0.000 0.000 0.012 0.001 | -| bplus_1 | -0.001 0.000 -0.137 0.058 -0.006 1.000 0.017 -0.023 -0.022 0.004 -0.006 -0.008 0.018 0.196 0.032 0.327 0.027 0.161 -0.037 0.069 -0.199 -0.878 -0.199 0.176 | -| p4040_p | -0.003 0.017 -0.349 0.222 0.008 0.017 1.000 0.295 0.001 0.229 0.022 -0.263 -0.061 -0.005 -0.223 0.114 -0.004 -0.001 0.032 0.030 0.004 0.015 -0.096 -0.004 | -| p4160_s | -0.006 0.002 0.245 -0.050 -0.018 -0.023 0.295 1.000 0.000 -0.164 0.009 0.046 -0.025 0.019 -0.093 -0.105 -0.028 0.074 0.027 -0.006 0.031 0.025 0.219 0.020 | -| phi_p | -0.000 0.000 -0.008 0.001 -0.000 -0.022 0.001 0.000 1.000 0.001 0.000 0.000 -0.011 -0.095 -0.000 0.012 0.551 0.034 -0.001 0.003 0.103 0.037 -0.005 -0.090 | -| p4160_p | -0.004 0.019 -0.391 0.223 0.017 0.004 0.229 -0.164 0.001 1.000 0.027 -0.544 -0.013 -0.010 -0.131 0.180 0.002 -0.017 0.022 0.056 -0.003 0.008 -0.103 -0.009 | -| DDstar_s | -0.000 -0.001 0.002 0.015 0.001 -0.006 0.022 0.009 0.000 0.027 1.000 0.007 0.049 0.002 0.024 0.026 -0.000 0.002 -0.002 0.019 -0.001 0.000 0.008 0.001 | -| p4040_s | -0.001 -0.000 0.360 -0.160 -0.017 -0.008 -0.263 0.046 0.000 -0.544 0.007 1.000 -0.013 0.016 -0.028 -0.148 -0.024 0.063 0.024 0.058 0.027 0.015 0.194 0.016 | -| jpsi_p | 0.002 0.047 0.277 0.012 0.001 0.018 -0.061 -0.025 -0.011 -0.013 0.049 -0.013 1.000 -0.126 -0.017 0.252 0.006 -0.151 0.009 -0.029 0.017 -0.033 0.093 -0.121 | -| omega_s | -0.000 0.001 0.026 -0.037 0.001 0.196 -0.005 0.019 -0.095 -0.010 0.002 0.016 -0.126 1.000 -0.016 -0.060 0.078 0.479 0.006 -0.014 -0.377 -0.235 0.117 0.966 | -| psi2s_p | 0.002 0.024 0.179 0.078 -0.006 0.032 -0.223 -0.093 -0.000 -0.131 0.024 -0.028 -0.017 -0.016 1.000 0.006 -0.005 -0.005 0.039 -0.487 0.014 -0.002 0.006 -0.015 | -| DDstar_p | 0.004 -0.001 -0.109 0.294 0.000 0.327 0.114 -0.105 0.012 0.180 0.026 -0.148 0.252 -0.060 0.006 1.000 -0.000 -0.040 0.021 0.179 0.076 0.050 -0.228 -0.054 | -| phi_s | 0.001 -0.001 -0.043 0.006 -0.001 0.027 -0.004 -0.028 0.551 0.002 -0.000 -0.024 0.006 0.078 -0.005 -0.000 1.000 0.120 0.002 -0.011 0.047 -0.026 -0.079 0.074 | -| rho_p | -0.001 0.002 0.105 -0.051 0.003 0.161 -0.001 0.074 0.034 -0.017 0.002 0.063 -0.151 0.479 -0.005 -0.040 0.120 1.000 0.001 0.004 0.036 -0.180 0.275 0.395 | -| Dbar_s | -0.001 0.010 0.075 -0.037 0.002 -0.037 0.032 0.027 -0.001 0.022 -0.002 0.024 0.009 0.006 0.039 0.021 0.002 0.001 1.000 0.032 -0.010 -0.007 0.021 0.006 | -| p3770_s | 0.001 0.023 -0.265 -0.150 0.001 0.069 0.030 -0.006 0.003 0.056 0.019 0.058 -0.029 -0.014 -0.487 0.179 -0.011 0.004 0.032 1.000 0.024 0.047 -0.138 -0.012 | -| rho_s | -0.001 0.001 0.034 0.011 0.000 -0.199 0.004 0.031 0.103 -0.003 -0.001 0.027 0.017 -0.377 0.014 0.076 0.047 0.036 -0.010 0.024 1.000 0.270 0.039 -0.298 | -| bplus_0 | -0.000 0.002 -0.019 0.029 0.000 -0.878 0.015 0.025 0.037 0.008 0.000 0.015 -0.033 -0.235 -0.002 0.050 -0.026 -0.180 -0.007 0.047 0.270 1.000 -0.073 -0.209 | -| bplus_2 | -0.002 0.005 0.753 -0.134 0.012 -0.199 -0.096 0.219 -0.005 -0.103 0.008 0.194 0.093 0.117 0.006 -0.228 -0.079 0.275 0.021 -0.138 0.039 -0.073 1.000 0.112 | -| omega_p | -0.000 0.001 0.025 -0.035 0.001 0.176 -0.004 0.020 -0.090 -0.009 0.001 0.016 -0.121 0.966 -0.015 -0.054 0.074 0.395 0.006 -0.012 -0.298 -0.209 0.112 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15162683684253375}), (, {'error': 0.05378353654676449}), (, {'error': 0.20604699316044306}), (, {'error': 0.09476733703601226}), (, {'error': 0.03279786438734546}), (, {'error': 0.04236369984618682}), (, {'error': 0.17606572443677138}), (, {'error': 0.16198678959630097}), (, {'error': 0.19410833345111556}), (, {'error': 0.119489039113863}), (, {'error': 0.01840013486171277}), (, {'error': 0.16656464653357234}), (, {'error': 0.02583655645117533}), (, {'error': 3.7111283238547785}), (, {'error': 0.03151424679829962}), (, {'error': 0.2896244821854941}), (, {'error': 0.9665780180429486}), (, {'error': 0.4541079149048013}), (, {'error': 0.04761894405007472}), (, {'error': 0.22687622623059545}), (, {'error': 0.3561273111312287}), (, {'error': 0.021898714723088686}), (, {'error': 0.08964128145343553}), (, {'error': 0.9600544256539041})]) -Toy 3/25 -Time taken: 21 min, 8 s -Projected time left: 2 h, 34 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1318 (1318 total) | -| EDM = 0.000139 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297595.29657413374 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.86 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.60 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.13 | 0.06 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 6 | p4040_p | -2.39 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.92 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 6.09 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.20 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.14 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.632 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.885 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.19 | 0.24 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 22| bplus_2 | 0.20 | 0.08 | | | -2 | 2 | | -| 23| omega_p | -0.11 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.003 -0.006 0.003 -0.037 -0.003 -0.003 -0.003 -0.000 -0.005 -0.000 -0.000 0.002 0.001 0.001 0.004 0.001 0.000 -0.000 0.000 -0.001 0.002 0.004 0.000 | -| Dbar_p | 0.003 1.000 -0.341 0.312 -0.010 -0.086 -0.092 -0.093 0.009 -0.026 0.009 -0.100 0.200 -0.034 -0.068 -0.165 -0.020 -0.007 0.034 -0.086 0.073 -0.054 0.045 -0.007 | -| Ctt | -0.006 -0.341 1.000 -0.266 -0.010 0.124 -0.256 0.292 -0.004 -0.333 -0.009 0.386 0.240 -0.032 0.232 -0.026 -0.046 0.008 -0.001 -0.118 0.023 0.008 -0.727 0.007 | -| p3770_p | 0.003 0.312 -0.266 1.000 0.009 -0.156 0.156 -0.078 -0.004 0.187 0.037 -0.160 0.069 0.001 -0.056 0.237 0.002 -0.001 0.049 -0.221 -0.002 0.053 0.128 -0.003 | -| p4415_s | -0.037 -0.010 -0.010 0.009 1.000 0.012 0.014 -0.034 0.000 0.029 0.005 -0.029 -0.001 -0.002 -0.010 0.004 -0.002 0.000 0.002 -0.001 0.002 -0.005 -0.020 0.000 | -| bplus_1 | -0.003 -0.086 0.124 -0.156 0.012 1.000 0.028 0.068 0.057 0.001 -0.006 0.074 -0.138 -0.166 0.031 -0.214 -0.062 -0.069 -0.004 -0.026 0.409 -0.937 -0.183 -0.076 | -| p4040_p | -0.003 -0.092 -0.256 0.156 0.014 0.028 1.000 0.290 0.001 0.197 0.042 -0.240 -0.088 -0.007 -0.219 0.117 -0.006 -0.002 0.028 -0.043 0.015 -0.037 0.067 -0.003 | -| p4160_s | -0.003 -0.093 0.292 -0.078 -0.034 0.068 0.290 1.000 0.005 -0.183 0.007 0.087 -0.014 -0.035 -0.049 -0.069 -0.036 0.001 -0.001 0.015 0.052 -0.063 -0.218 0.002 | -| phi_p | -0.000 0.009 -0.004 -0.004 0.000 0.057 0.001 0.005 1.000 -0.002 0.000 0.005 -0.027 -0.050 -0.000 0.009 0.682 0.002 0.001 0.001 0.087 -0.068 -0.003 0.020 | -| p4160_p | -0.005 -0.026 -0.333 0.187 0.029 0.001 0.197 -0.183 -0.002 1.000 0.053 -0.538 -0.036 0.002 -0.144 0.173 0.002 -0.001 0.031 -0.016 -0.001 -0.007 0.078 -0.002 | -| DDstar_s | -0.000 0.009 -0.009 0.037 0.005 -0.006 0.042 0.007 0.000 0.053 1.000 0.003 0.076 0.001 0.036 0.047 0.001 0.000 -0.002 0.033 -0.002 0.005 0.002 0.001 | -| p4040_s | -0.000 -0.100 0.386 -0.160 -0.029 0.074 -0.240 0.087 0.005 -0.538 0.003 1.000 -0.006 -0.030 0.015 -0.128 -0.030 0.000 -0.006 0.099 0.048 -0.063 -0.198 0.001 | -| jpsi_p | 0.002 0.200 0.240 0.069 -0.001 -0.138 -0.088 -0.014 -0.027 -0.036 0.076 -0.006 1.000 0.012 -0.020 0.172 0.007 -0.004 0.060 -0.036 -0.036 0.125 -0.161 -0.015 | -| omega_s | 0.001 -0.034 -0.032 0.001 -0.002 -0.166 -0.007 -0.035 -0.050 0.002 0.001 -0.030 0.012 1.000 -0.014 -0.028 0.017 0.085 -0.000 -0.014 -0.402 0.190 0.069 0.577 | -| psi2s_p | 0.001 -0.068 0.232 -0.056 -0.010 0.031 -0.219 -0.049 -0.000 -0.144 0.036 0.015 -0.020 -0.014 1.000 -0.001 -0.010 -0.003 0.033 -0.414 0.026 -0.035 -0.049 -0.005 | -| DDstar_p | 0.004 -0.165 -0.026 0.237 0.004 -0.214 0.117 -0.069 0.009 0.173 0.047 -0.128 0.172 -0.028 -0.001 1.000 -0.003 -0.012 -0.003 0.147 0.077 -0.023 0.210 -0.013 | -| phi_s | 0.001 -0.020 -0.046 0.002 -0.002 -0.062 -0.006 -0.036 0.682 0.002 0.001 -0.030 0.007 0.017 -0.010 -0.003 1.000 0.015 -0.000 -0.014 -0.000 0.067 0.099 0.044 | -| rho_p | 0.000 -0.007 0.008 -0.001 0.000 -0.069 -0.002 0.001 0.002 -0.001 0.000 0.000 -0.004 0.085 -0.003 -0.012 0.015 1.000 0.000 -0.001 -0.086 0.077 -0.023 0.013 | -| Dbar_s | -0.000 0.034 -0.001 0.049 0.002 -0.004 0.028 -0.001 0.001 0.031 -0.002 -0.006 0.060 -0.000 0.033 -0.003 -0.000 0.000 1.000 0.029 0.000 0.001 0.001 0.001 | -| p3770_s | 0.000 -0.086 -0.118 -0.221 -0.001 -0.026 -0.043 0.015 0.001 -0.016 0.033 0.099 -0.036 -0.014 -0.414 0.147 -0.014 -0.001 0.029 1.000 0.024 -0.027 0.075 -0.001 | -| rho_s | -0.001 0.073 0.023 -0.002 0.002 0.409 0.015 0.052 0.087 -0.001 -0.002 0.048 -0.036 -0.402 0.026 0.077 -0.000 -0.086 0.000 0.024 1.000 -0.475 -0.065 -0.134 | -| bplus_0 | 0.002 -0.054 0.008 0.053 -0.005 -0.937 -0.037 -0.063 -0.068 -0.007 0.005 -0.063 0.125 0.190 -0.035 -0.023 0.067 0.077 0.001 -0.027 -0.475 1.000 0.001 0.083 | -| bplus_2 | 0.004 0.045 -0.727 0.128 -0.020 -0.183 0.067 -0.218 -0.003 0.078 0.002 -0.198 -0.161 0.069 -0.049 0.210 0.099 -0.023 0.001 0.075 -0.065 0.001 1.000 -0.026 | -| omega_p | 0.000 -0.007 0.007 -0.003 0.000 -0.076 -0.003 0.002 0.020 -0.002 0.001 0.001 -0.015 0.577 -0.005 -0.013 0.044 0.013 0.001 -0.001 -0.134 0.083 -0.026 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11264627260312832}), (, {'error': 0.3392209771409007}), (, {'error': 0.2092539886363483}), (, {'error': 0.10253319811136308}), (, {'error': 0.0593033896715537}), (, {'error': 0.06034319321817727}), (, {'error': 0.1604899118168075}), (, {'error': 0.1687648765434936}), (, {'error': 0.24246277147410922}), (, {'error': 0.10933223468911701}), (, {'error': 0.03177675599594748}), (, {'error': 0.17571391829819716}), (, {'error': 0.02487005419308197}), (, {'error': 1.0901073367339809}), (, {'error': 0.031110888921986657}), (, {'error': 0.32916482798303015}), (, {'error': 1.145033545091021}), (, {'error': 0.12652780851006673}), (, {'error': 0.024448512117252796}), (, {'error': 0.2404404157677531}), (, {'error': 0.4099321592244404}), (, {'error': 0.032120916838131675}), (, {'error': 0.07801612698809635}), (, {'error': 0.28423601643893415})]) -Toy 4/25 -Time taken: 28 min, 46 s -Projected time left: 2 h, 30 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1275 (1275 total) | -| EDM = 1.13E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297320.2655294528 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.23 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -0.36 | 0.26 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.36 | 0.27 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.32 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.62 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.82 | 0.03 | | | -2 | 2 | | -| 6 | p4040_p | 3.31 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.27 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 2.95 | 0.25 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.9 | 2.1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.18 | 0.26 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.51 | 0.25 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.451 | 0.018 | | | -2 | 2 | | -| 22| bplus_2 | -0.44 | 0.10 | | | -2 | 2 | | -| 23| omega_p | 0.08 | 0.37 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.042 -0.039 0.076 -0.045 -0.108 0.014 0.010 -0.017 0.004 0.008 -0.200 0.037 0.011 -0.083 0.067 -0.024 0.052 0.007 0.025 0.002 0.007 0.168 0.005 | -| Dbar_p | -0.042 1.000 -0.081 0.426 -0.007 0.118 0.118 0.010 -0.002 0.001 0.001 -0.064 0.391 -0.006 0.160 -0.068 -0.010 0.036 0.007 0.182 0.034 0.043 -0.016 -0.001 | -| Ctt | -0.039 -0.081 1.000 -0.256 0.313 -0.201 -0.326 -0.026 -0.021 -0.002 0.009 0.537 0.337 0.005 0.140 -0.014 -0.035 0.118 0.028 -0.433 0.031 -0.053 0.845 -0.001 | -| p3770_p | 0.076 0.426 -0.256 1.000 -0.086 0.069 0.269 0.019 0.004 0.000 -0.004 -0.250 0.166 -0.011 0.159 0.211 0.004 -0.028 -0.001 0.013 0.007 0.040 -0.174 -0.005 | -| p4415_s | -0.045 -0.007 0.313 -0.086 1.000 0.030 0.009 -0.000 -0.016 -0.003 0.008 0.130 0.065 -0.001 -0.006 0.001 -0.024 0.058 0.009 -0.085 0.030 0.005 0.199 -0.002 | -| bplus_1 | -0.108 0.118 -0.201 0.069 0.030 1.000 0.087 0.003 -0.020 -0.000 -0.021 -0.034 -0.004 0.129 0.072 0.084 -0.006 0.088 -0.015 0.106 -0.215 -0.899 -0.163 0.065 | -| p4040_p | 0.014 0.118 -0.326 0.269 0.009 0.087 1.000 0.006 -0.018 -0.002 0.011 -0.356 0.037 0.000 -0.176 0.279 -0.023 0.019 0.013 0.229 0.013 0.037 -0.172 -0.000 | -| p4160_s | 0.010 0.010 -0.026 0.019 -0.000 0.003 0.006 1.000 -0.000 -0.002 0.000 -0.026 0.004 -0.000 -0.002 0.018 -0.000 -0.001 0.000 0.014 -0.000 0.002 -0.014 0.000 | -| phi_p | -0.017 -0.002 -0.021 0.004 -0.016 -0.020 -0.018 -0.000 1.000 0.000 -0.000 -0.013 -0.022 -0.080 -0.015 0.004 0.927 -0.147 0.000 -0.010 -0.009 0.014 -0.066 0.033 | -| p4160_p | 0.004 0.001 -0.002 0.000 -0.003 -0.000 -0.002 -0.002 0.000 1.000 -0.000 0.005 0.000 -0.000 0.002 -0.000 0.000 -0.001 -0.000 0.000 -0.000 -0.000 -0.002 -0.000 | -| DDstar_s | 0.008 0.001 0.009 -0.004 0.008 -0.021 0.011 0.000 -0.000 -0.000 1.000 0.006 0.010 0.001 0.011 0.006 -0.000 0.002 -0.000 -0.000 -0.003 -0.000 0.016 0.001 | -| p4040_s | -0.200 -0.064 0.537 -0.250 0.130 -0.034 -0.356 -0.026 -0.013 0.005 0.006 1.000 0.090 0.001 0.086 -0.074 -0.021 0.064 0.006 -0.115 0.026 -0.011 0.342 -0.002 | -| jpsi_p | 0.037 0.391 0.337 0.166 0.065 -0.004 0.037 0.004 -0.022 0.000 0.010 0.090 1.000 -0.033 0.133 0.369 -0.020 -0.046 0.017 0.016 0.012 -0.050 0.271 -0.023 | -| omega_s | 0.011 -0.006 0.005 -0.011 -0.001 0.129 0.000 -0.000 -0.080 -0.000 0.001 0.001 -0.033 1.000 -0.006 -0.006 -0.045 0.315 0.001 -0.003 -0.338 -0.138 0.050 0.625 | -| psi2s_p | -0.083 0.160 0.140 0.159 -0.006 0.072 -0.176 -0.002 -0.015 0.002 0.011 0.086 0.133 -0.006 1.000 0.172 -0.018 0.018 0.018 -0.396 0.019 -0.004 0.032 -0.004 | -| DDstar_p | 0.067 -0.068 -0.014 0.211 0.001 0.084 0.279 0.018 0.004 -0.000 0.006 -0.074 0.369 -0.006 0.172 1.000 0.001 0.008 -0.002 0.204 0.018 0.019 -0.029 -0.001 | -| phi_s | -0.024 -0.010 -0.035 0.004 -0.024 -0.006 -0.023 -0.000 0.927 0.000 -0.000 -0.021 -0.020 -0.045 -0.018 0.001 1.000 -0.114 -0.000 -0.013 -0.026 -0.001 -0.094 0.050 | -| rho_p | 0.052 0.036 0.118 -0.028 0.058 0.088 0.019 -0.001 -0.147 -0.001 0.002 0.064 -0.046 0.315 0.018 0.008 -0.114 1.000 0.002 -0.004 0.181 -0.089 0.258 0.020 | -| Dbar_s | 0.007 0.007 0.028 -0.001 0.009 -0.015 0.013 0.000 0.000 -0.000 -0.000 0.006 0.017 0.001 0.018 -0.002 -0.000 0.002 1.000 0.007 -0.001 -0.001 0.019 0.001 | -| p3770_s | 0.025 0.182 -0.433 0.013 -0.085 0.106 0.229 0.014 -0.010 0.000 -0.000 -0.115 0.016 -0.003 -0.396 0.204 -0.013 -0.004 0.007 1.000 0.010 0.060 -0.291 -0.001 | -| rho_s | 0.002 0.034 0.031 0.007 0.030 -0.215 0.013 -0.000 -0.009 -0.000 -0.003 0.026 0.012 -0.338 0.019 0.018 -0.026 0.181 -0.001 0.010 1.000 0.255 0.020 -0.116 | -| bplus_0 | 0.007 0.043 -0.053 0.040 0.005 -0.899 0.037 0.002 0.014 -0.000 -0.000 -0.011 -0.050 -0.138 -0.004 0.019 -0.001 -0.089 -0.001 0.060 0.255 1.000 -0.150 -0.068 | -| bplus_2 | 0.168 -0.016 0.845 -0.174 0.199 -0.163 -0.172 -0.014 -0.066 -0.002 0.016 0.342 0.271 0.050 0.032 -0.029 -0.094 0.258 0.019 -0.291 0.020 -0.150 1.000 0.020 | -| omega_p | 0.005 -0.001 -0.001 -0.005 -0.002 0.065 -0.000 0.000 0.033 -0.000 0.001 -0.002 -0.023 0.625 -0.004 -0.001 0.050 0.020 0.001 -0.001 -0.116 -0.068 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.31452165990920555}), (, {'error': 0.25547312509540143}), (, {'error': 0.2675332078898536}), (, {'error': 0.10052142854547053}), (, {'error': 0.1860921012895776}), (, {'error': 0.03358964686174093}), (, {'error': 0.13112104953394965}), (, {'error': 0.01748678571041601}), (, {'error': 0.5506399698614368}), (, {'error': 0.008082007181026363}), (, {'error': 0.009800265214975096}), (, {'error': 0.17684983575294788}), (, {'error': 0.03289690693595482}), (, {'error': 1.2181497596111757}), (, {'error': 0.03264879609576177}), (, {'error': 0.24579454058778083}), (, {'error': 2.0840223396519555}), (, {'error': 0.2597694291164947}), (, {'error': 0.012055950824258366}), (, {'error': 0.2471818342762151}), (, {'error': 0.33008875990583453}), (, {'error': 0.018362354584249507}), (, {'error': 0.09796622022915413}), (, {'error': 0.37115781673303117})]) -Toy 5/25 -Time taken: 36 min, 14 s -Projected time left: 2 h, 24 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1267 (1267 total) | -| EDM = 0.000156 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297207.1869758534 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.17 | 0.26 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 1.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.25 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -3.01 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.91 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | -| 6 | p4040_p | -2.94 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 6.17 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.85 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.34 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.50 | 0.26 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.387 | 0.027 | | | -2 | 2 | | -| 22| bplus_2 | 0.07 | 0.07 | | | -2 | 2 | | -| 23| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.057 -0.099 0.164 -0.149 0.134 0.325 -0.174 0.003 0.485 -0.076 -0.217 0.316 -0.007 0.108 -0.425 -0.011 -0.008 -0.064 0.151 -0.000 -0.036 -0.162 -0.001 | -| Dbar_p | -0.057 1.000 -0.600 0.408 0.003 -0.286 -0.018 -0.060 0.007 0.129 -0.127 -0.013 0.229 -0.052 -0.053 -0.354 -0.029 -0.010 0.287 -0.118 0.108 -0.014 0.164 0.000 | -| Ctt | -0.099 -0.600 1.000 -0.329 0.176 0.218 -0.191 0.220 -0.001 -0.356 0.077 0.271 -0.416 -0.029 0.192 0.355 -0.042 -0.033 -0.203 -0.034 0.013 -0.027 -0.604 -0.001 | -| p3770_p | 0.164 0.408 -0.329 1.000 -0.052 -0.160 0.271 -0.018 -0.001 0.339 -0.020 -0.102 0.289 -0.003 0.096 -0.331 -0.003 -0.001 0.358 -0.146 0.002 0.064 0.062 -0.000 | -| p4415_s | -0.149 0.003 0.176 -0.052 1.000 -0.072 0.025 0.272 0.003 -0.027 -0.010 0.108 -0.074 -0.021 0.006 0.049 -0.015 -0.007 -0.026 0.015 0.040 -0.026 0.078 0.000 | -| bplus_1 | 0.134 -0.286 0.218 -0.160 -0.072 1.000 0.056 0.007 0.029 0.031 -0.060 -0.022 0.013 -0.153 0.015 0.026 -0.088 0.031 -0.141 0.028 0.353 -0.920 -0.344 0.003 | -| p4040_p | 0.325 -0.018 -0.191 0.271 0.025 0.056 1.000 0.317 0.002 0.451 -0.062 -0.185 0.427 0.002 0.084 -0.527 -0.002 -0.000 0.043 0.171 -0.012 -0.014 0.008 -0.000 | -| p4160_s | -0.174 -0.060 0.220 -0.018 0.272 0.007 0.317 1.000 0.005 -0.065 -0.026 0.006 0.012 -0.034 0.016 -0.083 -0.031 -0.019 -0.092 0.083 0.048 -0.049 -0.070 -0.000 | -| phi_p | 0.003 0.007 -0.001 -0.001 0.003 0.029 0.002 0.005 1.000 0.001 -0.000 0.004 -0.000 -0.054 0.000 -0.006 0.598 -0.028 0.005 0.001 0.058 -0.037 -0.013 -0.003 | -| p4160_p | 0.485 0.129 -0.356 0.339 -0.027 0.031 0.451 -0.065 0.001 1.000 -0.079 -0.385 0.538 0.012 0.162 -0.659 0.009 0.006 0.083 0.192 -0.026 0.014 0.018 -0.000 | -| DDstar_s | -0.076 -0.127 0.077 -0.020 -0.010 -0.060 -0.062 -0.026 -0.000 -0.079 1.000 -0.030 -0.123 -0.006 -0.048 0.165 -0.002 0.000 -0.015 -0.009 0.015 0.003 0.050 0.000 | -| p4040_s | -0.217 -0.013 0.271 -0.102 0.108 -0.022 -0.185 0.006 0.004 -0.385 -0.030 1.000 -0.032 -0.026 0.063 -0.002 -0.021 -0.012 -0.103 0.141 0.043 -0.038 -0.017 -0.000 | -| jpsi_p | 0.316 0.229 -0.416 0.289 -0.074 0.013 0.427 0.012 -0.000 0.538 -0.123 -0.032 1.000 -0.016 0.271 -0.694 -0.014 0.009 0.172 0.297 0.032 -0.077 0.199 0.001 | -| omega_s | -0.007 -0.052 -0.029 -0.003 -0.021 -0.153 0.002 -0.034 -0.054 0.012 -0.006 -0.026 -0.016 1.000 0.000 -0.009 0.024 -0.084 -0.025 -0.000 -0.438 0.188 0.132 -0.098 | -| psi2s_p | 0.108 -0.053 0.192 0.096 0.006 0.015 0.084 0.016 0.000 0.162 -0.048 0.063 0.271 0.000 1.000 -0.309 -0.001 0.000 0.062 -0.131 -0.005 0.005 -0.036 -0.000 | -| DDstar_p | -0.425 -0.354 0.355 -0.331 0.049 0.026 -0.527 -0.083 -0.006 -0.659 0.165 -0.002 -0.694 -0.009 -0.309 1.000 -0.014 -0.010 0.143 -0.283 0.007 -0.006 -0.098 0.001 | -| phi_s | -0.011 -0.029 -0.042 -0.003 -0.015 -0.088 -0.002 -0.031 0.598 0.009 -0.002 -0.021 -0.014 0.024 -0.001 -0.014 1.000 -0.031 -0.013 -0.007 -0.033 0.104 0.133 -0.005 | -| rho_p | -0.008 -0.010 -0.033 -0.001 -0.007 0.031 -0.000 -0.019 -0.028 0.006 0.000 -0.012 0.009 -0.084 0.000 -0.010 -0.031 1.000 -0.003 -0.005 -0.122 -0.027 0.099 -0.005 | -| Dbar_s | -0.064 0.287 -0.203 0.358 -0.026 -0.141 0.043 -0.092 0.005 0.083 -0.015 -0.103 0.172 -0.025 0.062 0.143 -0.013 -0.003 1.000 0.046 0.055 -0.018 0.137 0.000 | -| p3770_s | 0.151 -0.118 -0.034 -0.146 0.015 0.028 0.171 0.083 0.001 0.192 -0.009 0.141 0.297 -0.000 -0.131 -0.283 -0.007 -0.005 0.046 1.000 -0.011 -0.004 0.026 -0.000 | -| rho_s | -0.000 0.108 0.013 0.002 0.040 0.353 -0.012 0.048 0.058 -0.026 0.015 0.043 0.032 -0.438 -0.005 0.007 -0.033 -0.122 0.055 -0.011 1.000 -0.436 -0.162 0.015 | -| bplus_0 | -0.036 -0.014 -0.027 0.064 -0.026 -0.920 -0.014 -0.049 -0.037 0.014 0.003 -0.038 -0.077 0.188 0.005 -0.006 0.104 -0.027 -0.018 -0.004 -0.436 1.000 0.170 -0.004 | -| bplus_2 | -0.162 0.164 -0.604 0.062 0.078 -0.344 0.008 -0.070 -0.013 0.018 0.050 -0.017 0.199 0.132 -0.036 -0.098 0.133 0.099 0.137 0.026 -0.162 0.170 1.000 0.002 | -| omega_p | -0.001 0.000 -0.001 -0.000 0.000 0.003 -0.000 -0.000 -0.003 -0.000 0.000 -0.000 0.001 -0.098 -0.000 0.001 -0.005 -0.005 0.000 -0.000 0.015 -0.004 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2643358090862702}), (, {'error': 0.5822501873354025}), (, {'error': 0.21527699776702647}), (, {'error': 0.13066799938580842}), (, {'error': 0.19466669881269782}), (, {'error': 0.056415645826444205}), (, {'error': 0.1657480219856513}), (, {'error': 0.17299630282408796}), (, {'error': 0.21833371595173467}), (, {'error': 0.13285594627189568}), (, {'error': 0.08248199839841497}), (, {'error': 0.17409192397343598}), (, {'error': 0.03488526763261124}), (, {'error': 0.9274493105637625}), (, {'error': 0.03449968149924487}), (, {'error': 0.6860559552418666}), (, {'error': 1.0864110104201554}), (, {'error': 0.8158397095855774}), (, {'error': 0.43229564205267723}), (, {'error': 0.25686408593999177}), (, {'error': 0.3930396592756084}), (, {'error': 0.026633729116836924}), (, {'error': 0.07400863147094794}), (, {'error': 0.08491429268010542})]) -Toy 6/25 -Time taken: 43 min, 51 s -Projected time left: 2 h, 18 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1322 (1322 total) | -| EDM = 0.00019 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297397.81723552814 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 2.77 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.4 | 0.3 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.33 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.52 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -1.05 | 0.05 | | | -2 | 2 | | -| 6 | p4040_p | 3.31 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.53 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.98 | 0.20 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 4.68 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.4 | 1.3 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.40 | 0.26 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.40 | 0.26 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.588 | 0.026 | | | -2 | 2 | | -| 22| bplus_2 | -0.49 | 0.16 | | | -2 | 2 | | -| 23| omega_p | 1.0 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.013 -0.289 0.141 -0.142 -0.007 0.024 0.008 0.006 0.004 -0.003 -0.246 -0.084 0.004 -0.066 0.019 0.011 -0.039 -0.007 0.129 -0.005 -0.013 -0.152 0.003 | -| Dbar_p | 0.013 1.000 -0.140 0.484 -0.107 0.135 0.101 0.011 -0.005 0.001 0.002 -0.107 0.418 -0.000 0.162 -0.028 -0.015 0.043 0.007 0.218 0.020 0.063 -0.084 0.004 | -| Ctt | -0.289 -0.140 1.000 -0.374 0.393 -0.325 -0.346 -0.027 -0.030 -0.002 0.012 0.648 0.440 -0.024 0.185 0.004 -0.058 0.175 0.046 -0.539 -0.024 -0.003 0.914 -0.022 | -| p3770_p | 0.141 0.484 -0.374 1.000 -0.138 0.126 0.245 0.018 0.010 0.000 -0.010 -0.328 0.048 0.004 0.078 0.068 0.016 -0.053 -0.006 0.082 0.012 0.032 -0.303 0.005 | -| p4415_s | -0.142 -0.107 0.393 -0.138 1.000 -0.133 -0.064 -0.001 -0.030 0.000 0.015 0.124 0.133 -0.018 -0.034 0.006 -0.050 0.120 0.021 -0.185 -0.010 0.017 0.411 -0.015 | -| bplus_1 | -0.007 0.135 -0.325 0.126 -0.133 1.000 0.105 0.006 -0.000 0.000 -0.023 -0.151 -0.105 0.004 0.017 0.005 0.015 -0.053 -0.022 0.175 -0.126 -0.892 -0.277 -0.017 | -| p4040_p | 0.024 0.101 -0.346 0.245 -0.064 0.105 1.000 0.003 -0.012 -0.002 0.009 -0.368 -0.115 -0.006 -0.259 0.105 -0.015 -0.002 0.012 0.221 0.005 0.018 -0.231 -0.005 | -| p4160_s | 0.008 0.011 -0.027 0.018 -0.001 0.006 0.003 1.000 0.000 -0.002 -0.000 -0.026 -0.006 0.000 -0.006 0.006 0.001 -0.003 -0.000 0.014 0.000 0.000 -0.019 0.000 | -| phi_p | 0.006 -0.005 -0.030 0.010 -0.030 -0.000 -0.012 0.000 1.000 0.000 -0.000 -0.022 -0.007 -0.060 -0.013 0.001 0.816 -0.214 -0.001 -0.000 0.015 -0.004 -0.065 -0.021 | -| p4160_p | 0.004 0.001 -0.002 0.000 0.000 0.000 -0.002 -0.002 0.000 1.000 -0.000 0.005 -0.000 0.000 0.002 -0.001 0.001 -0.001 -0.000 0.001 0.000 -0.000 -0.002 0.000 | -| DDstar_s | -0.003 0.002 0.012 -0.010 0.015 -0.023 0.009 -0.000 -0.000 -0.000 1.000 0.010 0.007 -0.000 0.012 0.004 -0.001 0.001 -0.000 -0.006 -0.003 -0.003 0.019 -0.001 | -| p4040_s | -0.246 -0.107 0.648 -0.328 0.124 -0.151 -0.368 -0.026 -0.022 0.005 0.010 1.000 0.225 -0.015 0.147 -0.021 -0.039 0.116 0.018 -0.242 -0.008 0.013 0.514 -0.012 | -| jpsi_p | -0.084 0.418 0.440 0.048 0.133 -0.105 -0.115 -0.006 -0.007 -0.000 0.007 0.225 1.000 -0.031 0.129 0.148 -0.009 -0.002 0.033 -0.140 -0.008 -0.024 0.399 -0.028 | -| omega_s | 0.004 -0.000 -0.024 0.004 -0.018 0.004 -0.006 0.000 -0.060 0.000 -0.000 -0.015 -0.031 1.000 -0.012 0.000 0.012 0.107 -0.001 0.002 0.250 0.001 -0.038 0.926 | -| psi2s_p | -0.066 0.162 0.185 0.078 -0.034 0.017 -0.259 -0.006 -0.013 0.002 0.012 0.147 0.129 -0.012 1.000 0.079 -0.020 0.037 0.029 -0.452 0.003 0.004 0.106 -0.010 | -| DDstar_p | 0.019 -0.028 0.004 0.068 0.006 0.005 0.105 0.006 0.001 -0.001 0.004 -0.021 0.148 0.000 0.079 1.000 -0.001 0.006 -0.002 0.071 0.001 0.008 0.003 0.001 | -| phi_s | 0.011 -0.015 -0.058 0.016 -0.050 0.015 -0.015 0.001 0.816 0.001 -0.001 -0.039 -0.009 0.012 -0.020 -0.001 1.000 -0.162 -0.002 0.003 0.004 -0.016 -0.108 0.034 | -| rho_p | -0.039 0.043 0.175 -0.053 0.120 -0.053 -0.002 -0.003 -0.214 -0.001 0.001 0.116 -0.002 0.107 0.037 0.006 -0.162 1.000 0.006 -0.047 0.273 0.040 0.267 0.125 | -| Dbar_s | -0.007 0.007 0.046 -0.006 0.021 -0.022 0.012 -0.000 -0.001 -0.000 -0.000 0.018 0.033 -0.001 0.029 -0.002 -0.002 0.006 1.000 0.000 -0.002 -0.001 0.036 -0.001 | -| p3770_s | 0.129 0.218 -0.539 0.082 -0.185 0.175 0.221 0.014 -0.000 0.001 -0.006 -0.242 -0.140 0.002 -0.452 0.071 0.003 -0.047 0.000 1.000 0.012 0.036 -0.436 0.003 | -| rho_s | -0.005 0.020 -0.024 0.012 -0.010 -0.126 0.005 0.000 0.015 0.000 -0.003 -0.008 -0.008 0.250 0.003 0.001 0.004 0.273 -0.002 0.012 1.000 0.164 -0.044 0.448 | -| bplus_0 | -0.013 0.063 -0.003 0.032 0.017 -0.892 0.018 0.000 -0.004 -0.000 -0.003 0.013 -0.024 0.001 0.004 0.008 -0.016 0.040 -0.001 0.036 0.164 1.000 -0.085 0.027 | -| bplus_2 | -0.152 -0.084 0.914 -0.303 0.411 -0.277 -0.231 -0.019 -0.065 -0.002 0.019 0.514 0.399 -0.038 0.106 0.003 -0.108 0.267 0.036 -0.436 -0.044 -0.085 1.000 -0.036 | -| omega_p | 0.003 0.004 -0.022 0.005 -0.015 -0.017 -0.005 0.000 -0.021 0.000 -0.001 -0.012 -0.028 0.926 -0.010 0.001 0.034 0.125 -0.001 0.003 0.448 0.027 -0.036 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.36970400727530706}), (, {'error': 0.2792065105064685}), (, {'error': 0.33766555692591}), (, {'error': 0.1080172991522188}), (, {'error': 0.20012047590370902}), (, {'error': 0.04905986057020073}), (, {'error': 0.16173785700927645}), (, {'error': 0.015843410834417315}), (, {'error': 0.29767342681120157}), (, {'error': 0.008577761497999159}), (, {'error': 0.01271822066957562}), (, {'error': 0.19768668323949684}), (, {'error': 0.03204330419784984}), (, {'error': 3.9426873327872904}), (, {'error': 0.03235158856917408}), (, {'error': 0.23297629921562768}), (, {'error': 1.3418365110429527}), (, {'error': 0.2595784827989518}), (, {'error': 0.015574391598201093}), (, {'error': 0.26334069120030845}), (, {'error': 0.31641154785415426}), (, {'error': 0.026182797491825616}), (, {'error': 0.16480287192307774}), (, {'error': 0.5622984174704593})]) -Toy 7/25 -Time taken: 51 min, 43 s -Projected time left: 2 h, 12 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1228 (1228 total) | -| EDM = 6.93E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297145.9875965143 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.99 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.71 | 0.22 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.69 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.94 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -1.10 | 0.06 | | | -2 | 2 | | -| 6 | p4040_p | -2.25 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.34 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.678 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.87 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.1 | 1.4 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.40 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.97 | 0.30 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.593 | 0.027 | | | -2 | 2 | | -| 22| bplus_2 | -0.35 | 0.11 | | | -2 | 2 | | -| 23| omega_p | 0.14 | 0.35 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.132 0.021 0.020 -0.180 -0.102 0.154 -0.116 -0.020 0.280 0.034 -0.185 -0.028 0.012 -0.093 -0.043 -0.029 0.051 0.015 -0.017 -0.024 0.004 0.205 0.007 | -| Dbar_p | -0.132 1.000 -0.359 0.335 0.042 0.182 -0.087 -0.113 -0.003 -0.010 0.009 -0.129 0.167 -0.011 -0.090 -0.125 -0.006 0.030 0.034 -0.072 0.032 0.046 -0.117 -0.005 | -| Ctt | 0.021 -0.359 1.000 -0.249 0.190 -0.194 -0.298 0.260 -0.022 -0.402 -0.004 0.359 0.227 0.019 0.196 -0.089 -0.037 0.103 0.001 -0.161 -0.043 -0.003 0.691 0.010 | -| p3770_p | 0.020 0.335 -0.249 1.000 -0.073 0.145 0.174 -0.083 0.006 0.244 0.036 -0.189 0.101 -0.019 0.010 0.317 0.008 -0.008 0.051 -0.242 0.038 0.051 -0.144 -0.010 | -| p4415_s | -0.180 0.042 0.190 -0.073 1.000 0.109 -0.039 0.339 -0.001 -0.155 -0.002 0.216 -0.013 -0.006 0.030 -0.033 -0.002 0.010 -0.000 0.009 0.016 0.024 -0.101 -0.003 | -| bplus_1 | -0.102 0.182 -0.194 0.145 0.109 1.000 0.007 -0.024 -0.012 0.024 -0.001 -0.026 0.067 0.060 0.020 0.345 0.001 -0.010 0.001 0.075 -0.124 -0.826 -0.257 0.030 | -| p4040_p | 0.154 -0.087 -0.298 0.174 -0.039 0.007 1.000 0.292 -0.006 0.266 0.036 -0.243 -0.074 -0.001 -0.210 0.149 -0.007 -0.001 0.027 -0.037 0.002 0.008 -0.075 -0.001 | -| p4160_s | -0.116 -0.113 0.260 -0.083 0.339 -0.024 0.292 1.000 -0.023 -0.171 0.011 0.065 -0.041 0.010 -0.083 -0.086 -0.034 0.072 0.003 -0.004 -0.015 0.030 0.161 0.006 | -| phi_p | -0.020 -0.003 -0.022 0.006 -0.001 -0.012 -0.006 -0.023 1.000 0.000 0.001 -0.019 0.008 -0.096 -0.005 0.013 0.832 -0.209 0.001 -0.011 0.078 0.009 -0.078 -0.020 | -| p4160_p | 0.280 -0.010 -0.402 0.244 -0.155 0.024 0.266 -0.171 0.000 1.000 0.058 -0.555 -0.003 -0.007 -0.129 0.264 0.002 -0.017 0.036 0.022 0.011 0.008 -0.105 -0.004 | -| DDstar_s | 0.034 0.009 -0.004 0.036 -0.002 -0.001 0.036 0.011 0.001 0.058 1.000 0.007 0.080 0.000 0.037 0.044 0.001 0.000 -0.003 0.035 0.000 0.001 0.006 0.000 | -| p4040_s | -0.185 -0.129 0.359 -0.189 0.216 -0.026 -0.243 0.065 -0.019 -0.555 0.007 1.000 -0.041 0.010 -0.023 -0.160 -0.028 0.057 -0.002 0.073 -0.015 0.014 0.137 0.006 | -| jpsi_p | -0.028 0.167 0.227 0.101 -0.013 0.067 -0.074 -0.041 0.008 -0.003 0.080 -0.041 1.000 -0.043 -0.024 0.249 0.019 -0.074 0.066 -0.013 0.051 -0.016 0.100 -0.029 | -| omega_s | 0.012 -0.011 0.019 -0.019 -0.006 0.060 -0.001 0.010 -0.096 -0.007 0.000 0.010 -0.043 1.000 -0.004 -0.028 -0.041 0.075 0.000 -0.004 -0.439 -0.086 0.061 0.730 | -| psi2s_p | -0.093 -0.090 0.196 0.010 0.030 0.020 -0.210 -0.083 -0.005 -0.129 0.037 -0.023 -0.024 -0.004 1.000 0.013 -0.005 -0.001 0.036 -0.406 0.006 -0.007 -0.005 -0.003 | -| DDstar_p | -0.043 -0.125 -0.089 0.317 -0.033 0.345 0.149 -0.086 0.013 0.264 0.044 -0.160 0.249 -0.028 0.013 1.000 0.018 -0.001 -0.004 0.198 0.070 0.053 -0.295 -0.014 | -| phi_s | -0.029 -0.006 -0.037 0.008 -0.002 0.001 -0.007 -0.034 0.832 0.002 0.001 -0.028 0.019 -0.041 -0.005 0.018 1.000 -0.166 0.000 -0.016 0.027 -0.003 -0.115 0.011 | -| rho_p | 0.051 0.030 0.103 -0.008 0.010 -0.010 -0.001 0.072 -0.209 -0.017 0.000 0.057 -0.074 0.075 -0.001 -0.001 -0.166 1.000 0.002 0.022 0.115 0.037 0.250 -0.063 | -| Dbar_s | 0.015 0.034 0.001 0.051 -0.000 0.001 0.027 0.003 0.001 0.036 -0.003 -0.002 0.066 0.000 0.036 -0.004 0.000 0.002 1.000 0.034 0.000 0.002 0.005 0.000 | -| p3770_s | -0.017 -0.072 -0.161 -0.242 0.009 0.075 -0.037 -0.004 -0.011 0.022 0.035 0.073 -0.013 -0.004 -0.406 0.198 -0.016 0.022 0.034 1.000 0.011 0.041 -0.122 -0.002 | -| rho_s | -0.024 0.032 -0.043 0.038 0.016 -0.124 0.002 -0.015 0.078 0.011 0.000 -0.015 0.051 -0.439 0.006 0.070 0.027 0.115 0.000 0.011 1.000 0.203 -0.110 -0.137 | -| bplus_0 | 0.004 0.046 -0.003 0.051 0.024 -0.826 0.008 0.030 0.009 0.008 0.001 0.014 -0.016 -0.086 -0.007 0.053 -0.003 0.037 0.002 0.041 0.203 1.000 -0.085 -0.042 | -| bplus_2 | 0.205 -0.117 0.691 -0.144 -0.101 -0.257 -0.075 0.161 -0.078 -0.105 0.006 0.137 0.100 0.061 -0.005 -0.295 -0.115 0.250 0.005 -0.122 -0.110 -0.085 1.000 0.035 | -| omega_p | 0.007 -0.005 0.010 -0.010 -0.003 0.030 -0.001 0.006 -0.020 -0.004 0.000 0.006 -0.029 0.730 -0.003 -0.014 0.011 -0.063 0.000 -0.002 -0.137 -0.042 0.035 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21919309985713298}), (, {'error': 0.338969994425276}), (, {'error': 0.22320922487993888}), (, {'error': 0.10246387557288572}), (, {'error': 0.19742098380719109}), (, {'error': 0.05568939703499498}), (, {'error': 0.21779431888380207}), (, {'error': 0.16578927172551206}), (, {'error': 0.32180903808058536}), (, {'error': 0.10415679688059498}), (, {'error': 0.028490818977940535}), (, {'error': 0.172117280996348}), (, {'error': 0.02670082049688638}), (, {'error': 1.3291334949321385}), (, {'error': 0.031861495551885}), (, {'error': 0.3624291794056065}), (, {'error': 1.4338814278629082}), (, {'error': 0.36821581204181264}), (, {'error': 0.024325651724462938}), (, {'error': 0.22748049432942352}), (, {'error': 0.3040928163616774}), (, {'error': 0.02715934146763943}), (, {'error': 0.11212663674495149}), (, {'error': 0.351618445936138})]) -Toy 8/25 -Time taken: 59 min, 18 s -Projected time left: 2 h, 5 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1480 (1480 total) | -| EDM = 0.00911 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297273.34770200326 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.34 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 0.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.33 | 0.10 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -3.16 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.32 | 0.16 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.948 | 0.017 | | | -2 | 2 | | -| 6 | p4040_p | 3.30 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 1.12 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.85 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -0.021 | 0.242 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.29 | 0.19 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.57 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.5 | 0.7 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -0.6 | 6.4 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 6.05 | 0.19 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.24 | 0.08 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.45 | 0.24 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.34 | 0.25 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.490 | 0.009 | | | -2 | 2 | | -| 22| bplus_2 | -0.17 | 0.04 | | | -2 | 2 | | -| 23| omega_p | 6.13 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.755 -0.367 0.157 0.358 -0.709 0.681 0.543 0.036 0.753 -0.827 0.618 0.776 0.054 0.665 -0.831 0.036 0.021 0.143 0.549 -0.087 -0.704 -0.121 0.029 | -| Dbar_p | 0.755 1.000 -0.470 0.166 0.440 -0.742 0.700 0.653 0.042 0.766 -0.932 0.732 0.844 0.058 0.732 -0.930 0.048 0.010 0.253 0.565 -0.088 -0.739 -0.136 0.030 | -| Ctt | -0.367 -0.470 1.000 -0.133 -0.059 0.326 -0.395 -0.201 -0.016 -0.447 0.426 -0.229 -0.446 -0.030 -0.249 0.418 -0.017 -0.010 -0.214 -0.298 0.041 0.326 0.384 -0.016 | -| p3770_p | 0.157 0.166 -0.133 1.000 0.037 -0.077 0.202 0.091 0.013 0.218 -0.158 0.111 0.182 0.006 0.156 -0.158 0.014 -0.009 0.425 -0.018 -0.009 -0.075 0.032 0.003 | -| p4415_s | 0.358 0.440 -0.059 0.037 1.000 -0.348 0.396 0.439 0.020 0.426 -0.478 0.397 0.424 0.029 0.376 -0.471 0.021 0.008 0.011 0.316 -0.044 -0.348 -0.163 0.015 | -| bplus_1 | -0.709 -0.742 0.326 -0.077 -0.348 1.000 -0.661 -0.582 -0.043 -0.715 0.845 -0.648 -0.762 -0.056 -0.667 0.840 -0.053 0.014 0.018 -0.534 0.093 0.633 0.109 -0.025 | -| p4040_p | 0.681 0.700 -0.395 0.202 0.396 -0.661 1.000 0.664 0.035 0.686 -0.783 0.580 0.745 0.051 0.614 -0.789 0.034 0.017 0.208 0.502 -0.082 -0.656 -0.135 0.027 | -| p4160_s | 0.543 0.653 -0.201 0.091 0.439 -0.582 0.664 1.000 0.029 0.568 -0.717 0.532 0.655 0.045 0.556 -0.715 0.027 0.022 0.041 0.480 -0.073 -0.578 -0.135 0.025 | -| phi_p | 0.036 0.042 -0.016 0.013 0.020 -0.043 0.035 0.029 1.000 0.038 -0.044 0.034 0.040 -0.047 0.037 -0.045 0.266 -0.157 0.020 0.029 0.052 -0.043 -0.038 -0.026 | -| p4160_p | 0.753 0.766 -0.447 0.218 0.426 -0.715 0.686 0.568 0.038 1.000 -0.838 0.570 0.804 0.055 0.685 -0.846 0.040 0.014 0.261 0.556 -0.087 -0.710 -0.135 0.029 | -| DDstar_s | -0.827 -0.932 0.426 -0.158 -0.478 0.845 -0.783 -0.717 -0.044 -0.838 1.000 -0.792 -0.925 -0.066 -0.809 0.986 -0.050 -0.015 -0.195 -0.650 0.102 0.842 0.206 -0.034 | -| p4040_s | 0.618 0.732 -0.229 0.111 0.397 -0.648 0.580 0.532 0.034 0.570 -0.792 1.000 0.736 0.051 0.638 -0.791 0.034 0.018 0.087 0.564 -0.080 -0.644 -0.176 0.027 | -| jpsi_p | 0.776 0.844 -0.446 0.182 0.424 -0.762 0.745 0.655 0.040 0.804 -0.925 0.736 1.000 0.057 0.775 -0.925 0.037 0.018 0.249 0.638 -0.095 -0.757 -0.198 0.031 | -| omega_s | 0.054 0.058 -0.030 0.006 0.029 -0.056 0.051 0.045 -0.047 0.055 -0.066 0.051 0.057 1.000 0.052 -0.066 0.004 0.224 0.004 0.041 -0.248 -0.063 -0.019 0.252 | -| psi2s_p | 0.665 0.732 -0.249 0.156 0.376 -0.667 0.614 0.556 0.037 0.685 -0.809 0.638 0.775 0.052 1.000 -0.810 0.039 0.011 0.212 0.452 -0.080 -0.665 -0.183 0.027 | -| DDstar_p | -0.831 -0.930 0.418 -0.158 -0.471 0.840 -0.789 -0.715 -0.045 -0.846 0.986 -0.791 -0.925 -0.066 -0.810 1.000 -0.050 -0.013 -0.159 -0.655 0.101 0.836 0.210 -0.034 | -| phi_s | 0.036 0.048 -0.017 0.014 0.021 -0.053 0.034 0.027 0.266 0.040 -0.050 0.034 0.037 0.004 0.039 -0.050 1.000 -0.049 0.022 0.025 -0.034 -0.054 -0.089 0.005 | -| rho_p | 0.021 0.010 -0.010 -0.009 0.008 0.014 0.017 0.022 -0.157 0.014 -0.015 0.018 0.018 0.224 0.011 -0.013 -0.049 1.000 -0.010 0.019 0.165 0.007 0.145 -0.044 | -| Dbar_s | 0.143 0.253 -0.214 0.425 0.011 0.018 0.208 0.041 0.020 0.261 -0.195 0.087 0.249 0.004 0.212 -0.159 0.022 -0.010 1.000 0.180 0.010 0.009 0.056 0.003 | -| p3770_s | 0.549 0.565 -0.298 -0.018 0.316 -0.534 0.502 0.480 0.029 0.556 -0.650 0.564 0.638 0.041 0.452 -0.655 0.025 0.019 0.180 1.000 -0.068 -0.529 -0.123 0.023 | -| rho_s | -0.087 -0.088 0.041 -0.009 -0.044 0.093 -0.082 -0.073 0.052 -0.087 0.102 -0.080 -0.095 -0.248 -0.080 0.101 -0.034 0.165 0.010 -0.068 1.000 0.122 0.017 -0.023 | -| bplus_0 | -0.704 -0.739 0.326 -0.075 -0.348 0.633 -0.656 -0.578 -0.043 -0.710 0.842 -0.644 -0.757 -0.063 -0.665 0.836 -0.054 0.007 0.009 -0.529 0.122 1.000 0.118 -0.028 | -| bplus_2 | -0.121 -0.136 0.384 0.032 -0.163 0.109 -0.135 -0.135 -0.038 -0.135 0.206 -0.176 -0.198 -0.019 -0.183 0.210 -0.089 0.145 0.056 -0.123 0.017 0.118 1.000 0.009 | -| omega_p | 0.029 0.030 -0.016 0.003 0.015 -0.025 0.027 0.025 -0.026 0.029 -0.034 0.027 0.031 0.252 0.027 -0.034 0.005 -0.044 0.003 0.023 -0.023 -0.028 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2265977743380676}), (, {'error': 0.6352586949678916}), (, {'error': 0.1040359681683306}), (, {'error': 0.09496117004811122}), (, {'error': 0.15903822579538995}), (, {'error': 0.017125109242823067}), (, {'error': 0.1736546256295668}), (, {'error': 0.17051433034519947}), (, {'error': 0.10542309811697992}), (, {'error': 0.12576328932597214}), (, {'error': 0.241626352834635}), (, {'error': 0.19499864738426365}), (, {'error': 0.05272645651365959}), (, {'error': 0.7085072454993093}), (, {'error': 0.04309182298461156}), (, {'error': 6.4436902887471135}), (, {'error': 0.6937372264678459}), (, {'error': 0.19435515627769373}), (, {'error': 0.08371219903818149}), (, {'error': 0.2379907513521904}), (, {'error': 0.24724000491640108}), (, {'error': 0.008881487757161244}), (, {'error': 0.042044268483142355}), (, {'error': 0.20124118290595927})]) -Toy 9/25 -Time taken: 1 h, 7 min -Projected time left: 2 h, 48 s -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=270 (270 total) | -| EDM = 5.82E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297229.0753976831 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.38 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 0.64 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.46 | 0.03 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.05 | 0.06 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.769 | 0.002 | | | -2 | 2 | | -| 6 | p4040_p | -2.51 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.95 | 0.05 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -5.62 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.093 | 0.031 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.025 | 0.027 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.84 | 0.05 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.603 | 0.007 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.8 | 0.5 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.793 | 0.010 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 4.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 22.01 | 0.28 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 4 | 7 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.101 | 0.021 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.60 | 0.07 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.04 | 2.04 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.407 | 0.001 | | | -2 | 2 | | -| 22| bplus_2 | 0.291 | 0.014 | | | -2 | 2 | | -| 23| omega_p | 6.11 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.003 0.019 0.009 -0.005 -0.004 0.020 -0.029 0.025 0.027 -0.014 -0.019 -0.005 -0.041 -0.012 -0.010 -0.008 0.052 -0.011 0.003 0.052 -0.013 0.008 0.028 | -| Dbar_p | -0.003 1.000 0.031 0.002 0.016 0.058 -0.029 0.004 0.144 -0.027 -0.071 -0.012 -0.037 -0.244 -0.037 0.065 -0.048 0.305 0.084 -0.040 0.305 0.017 0.113 0.166 | -| Ctt | 0.019 0.031 1.000 0.002 0.044 0.097 -0.032 0.037 0.141 -0.027 -0.032 0.027 -0.018 -0.238 0.026 0.095 -0.046 0.298 0.074 -0.006 0.298 0.056 0.101 0.163 | -| p3770_p | 0.009 0.002 0.002 1.000 -0.001 0.018 0.016 0.006 0.016 0.015 -0.021 0.011 0.000 -0.027 0.008 0.034 -0.005 0.034 0.055 -0.024 0.034 0.015 0.017 0.019 | -| p4415_s | -0.005 0.016 0.044 -0.001 1.000 -0.020 0.013 0.018 0.015 0.027 0.022 0.007 -0.004 -0.024 -0.006 -0.026 -0.005 0.030 -0.005 0.003 0.030 -0.024 0.028 0.017 | -| bplus_1 | -0.004 0.058 0.097 0.018 -0.020 1.000 0.018 -0.019 0.168 0.017 0.004 -0.020 -0.006 -0.286 -0.019 0.025 -0.052 0.358 0.044 0.001 0.358 -0.008 0.151 0.194 | -| p4040_p | 0.020 -0.029 -0.032 0.016 0.013 0.018 1.000 0.053 0.017 -0.005 -0.042 -0.005 -0.004 -0.029 -0.015 0.030 -0.006 0.036 0.010 -0.017 0.036 0.013 0.002 0.020 | -| p4160_s | -0.029 0.004 0.037 0.006 0.018 -0.019 0.053 1.000 0.021 -0.009 0.001 -0.024 -0.006 -0.034 -0.016 -0.025 -0.007 0.042 -0.019 0.006 0.042 -0.026 0.010 0.023 | -| phi_p | 0.025 0.144 0.141 0.016 0.015 0.168 0.017 0.021 1.000 0.017 0.005 0.016 0.030 -0.388 0.001 0.131 -0.001 0.483 0.156 0.023 0.483 0.104 0.257 0.266 | -| p4160_p | 0.027 -0.027 -0.027 0.015 0.027 0.017 -0.005 -0.009 0.017 1.000 -0.058 -0.049 0.001 -0.028 -0.007 0.032 -0.006 0.035 0.010 -0.003 0.035 0.012 -0.002 0.019 | -| DDstar_s | -0.014 -0.071 -0.032 -0.021 0.022 0.004 -0.042 0.001 0.005 -0.058 1.000 -0.022 -0.060 -0.010 -0.042 -0.212 -0.004 0.012 0.026 -0.049 0.012 0.001 -0.017 0.006 | -| p4040_s | -0.019 -0.012 0.027 0.011 0.007 -0.020 -0.005 -0.024 0.016 -0.049 -0.022 1.000 -0.003 -0.026 -0.019 -0.022 -0.006 0.032 -0.023 0.011 0.032 -0.026 0.005 0.018 | -| jpsi_p | -0.005 -0.037 -0.018 0.000 -0.004 -0.006 -0.004 -0.006 0.030 0.001 -0.060 -0.003 1.000 -0.050 0.011 0.007 -0.012 0.061 0.014 0.004 0.061 -0.017 0.014 0.033 | -| omega_s | -0.041 -0.244 -0.238 -0.027 -0.024 -0.286 -0.029 -0.034 -0.388 -0.028 -0.010 -0.026 -0.050 1.000 -0.002 -0.220 0.138 -0.803 -0.262 -0.039 -0.802 -0.183 -0.440 -0.420 | -| psi2s_p | -0.012 -0.037 0.026 0.008 -0.006 -0.019 -0.015 -0.016 0.001 -0.007 -0.042 -0.019 0.011 -0.002 1.000 -0.008 -0.001 0.002 -0.005 -0.052 0.002 -0.019 -0.001 0.001 | -| DDstar_p | -0.010 0.065 0.095 0.034 -0.026 0.025 0.030 -0.025 0.131 0.032 -0.212 -0.022 0.007 -0.220 -0.008 1.000 -0.042 0.276 0.015 0.022 0.276 -0.011 0.130 0.150 | -| phi_s | -0.008 -0.048 -0.046 -0.005 -0.005 -0.052 -0.006 -0.007 -0.001 -0.006 -0.004 -0.006 -0.012 0.138 -0.001 -0.042 1.000 -0.172 -0.050 -0.008 -0.172 -0.028 -0.081 -0.094 | -| rho_p | 0.052 0.305 0.298 0.034 0.030 0.358 0.036 0.042 0.483 0.035 0.012 0.032 0.061 -0.803 0.002 0.276 -0.172 1.000 0.329 0.048 0.999 0.230 0.553 0.555 | -| Dbar_s | -0.011 0.084 0.074 0.055 -0.005 0.044 0.010 -0.019 0.156 0.010 0.026 -0.023 0.014 -0.262 -0.005 0.015 -0.050 0.329 1.000 0.016 0.328 -0.001 0.137 0.179 | -| p3770_s | 0.003 -0.040 -0.006 -0.024 0.003 0.001 -0.017 0.006 0.023 -0.003 -0.049 0.011 0.004 -0.039 -0.052 0.022 -0.008 0.048 0.016 1.000 0.048 -0.005 0.008 0.026 | -| rho_s | 0.052 0.305 0.298 0.034 0.030 0.358 0.036 0.042 0.483 0.035 0.012 0.032 0.061 -0.802 0.002 0.276 -0.172 0.999 0.328 0.048 1.000 0.230 0.553 0.555 | -| bplus_0 | -0.013 0.017 0.056 0.015 -0.024 -0.008 0.013 -0.026 0.104 0.012 0.001 -0.026 -0.017 -0.183 -0.019 -0.011 -0.028 0.230 -0.001 -0.005 0.230 1.000 0.077 0.123 | -| bplus_2 | 0.008 0.113 0.101 0.017 0.028 0.151 0.002 0.010 0.257 -0.002 -0.017 0.005 0.014 -0.440 -0.001 0.130 -0.081 0.553 0.137 0.008 0.553 0.077 1.000 0.300 | -| omega_p | 0.028 0.166 0.163 0.019 0.017 0.194 0.020 0.023 0.266 0.019 0.006 0.018 0.033 -0.420 0.001 0.150 -0.094 0.555 0.179 0.026 0.555 0.123 0.300 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06645675173988463}), (, {'error': 0.18599715502280167}), (, {'error': 0.03213283689979518}), (, {'error': 0.03899513854030556}), (, {'error': 0.0581177087969319}), (, {'error': 0.0024170027291841034}), (, {'error': 0.06203445151757925}), (, {'error': 0.047906210538224414}), (, {'error': 0.06785464076793613}), (, {'error': 0.030545474460895505}), (, {'error': 0.02714054618105713}), (, {'error': 0.047215630151669796}), (, {'error': 0.007329968554842914}), (, {'error': 0.5242975039140414}), (, {'error': 0.00957737038748796}), (, {'error': 0.5241141803094971}), (, {'error': 0.2757566842033352}), (, {'error': 7.079545001674325}), (, {'error': 0.020979365926054178}), (, {'error': 0.06901871541428495}), (, {'error': 2.042410987581807}), (, {'error': 0.00120048848238552}), (, {'error': 0.013843238508572941}), (, {'error': 0.08275746163229236})]) -Toy 10/25 -Time taken: 1 h, 12 min -Projected time left: 1 h, 48 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3E+05 | Ncalls=525 (536 total) | -| EDM = 8.48E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300014.0441961089 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.153 | 0.008 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 2.453 | 0.025 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.103E-1 | 0.012E-1 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -3.483 | 0.020 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 2.159 | 0.000 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.527 | 0.001 | | | -2 | 2 | | -| 6 | p4040_p | 4.456 | 0.004 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.448 | 0.001 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -0.521E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 1.438 | 0.020 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -2.836E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.541 | 0.000 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -3 | 11 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 0.611E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.94 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 5.741 | 0.004 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 2.329E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 0.525E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.966E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 0.375E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.742 | 0.000 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.462 | 0.001 | | | -2 | 2 | | -| 22| bplus_2 | 0.585 | 0.001 | | | -2 | 2 | | -| 23| omega_p | 0.331 | 0.003 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.924 -0.720 0.923 0.027 0.040 0.753 -0.434 0.104 -0.915 0.209 0.435 0.930 0.006 0.929 0.887 0.006 0.320 -0.144 0.084 -0.064 -0.590 -0.445 0.206 | -| Dbar_p | -0.924 1.000 0.769 -0.985 -0.029 -0.043 -0.804 0.464 -0.111 0.976 -0.223 -0.464 -0.993 -0.007 -0.991 -0.947 -0.007 -0.341 0.153 -0.090 0.068 0.629 0.475 -0.220 | -| Ctt | -0.720 0.769 1.000 -0.768 -0.022 -0.034 -0.627 0.362 -0.087 0.761 -0.174 -0.362 -0.774 -0.005 -0.773 -0.739 -0.005 -0.266 0.120 -0.070 0.053 0.490 0.370 -0.172 | -| p3770_p | 0.923 -0.985 -0.768 1.000 0.029 0.043 0.803 -0.463 0.111 -0.975 0.222 0.463 0.992 0.007 0.990 0.946 0.007 0.341 -0.153 0.090 -0.068 -0.628 -0.475 0.220 | -| p4415_s | 0.027 -0.029 -0.022 0.029 1.000 0.001 0.023 -0.013 0.003 -0.028 0.006 0.013 0.029 0.000 0.029 0.028 0.000 0.010 -0.004 0.003 -0.002 -0.018 -0.014 0.006 | -| bplus_1 | 0.040 -0.043 -0.034 0.043 0.001 1.000 0.035 -0.020 0.005 -0.043 0.010 0.020 0.044 0.000 0.043 0.042 0.000 0.015 -0.007 0.004 -0.003 -0.034 -0.022 0.009 | -| p4040_p | 0.753 -0.804 -0.627 0.803 0.023 0.035 1.000 -0.378 0.090 -0.796 0.181 0.378 0.809 0.005 0.808 0.772 0.006 0.278 -0.125 0.073 -0.055 -0.513 -0.387 0.180 | -| p4160_s | -0.434 0.464 0.362 -0.463 -0.013 -0.020 -0.378 1.000 -0.052 0.459 -0.105 -0.218 -0.467 -0.003 -0.466 -0.445 -0.003 -0.160 0.072 -0.042 0.032 0.296 0.223 -0.104 | -| phi_p | 0.104 -0.111 -0.087 0.111 0.003 0.005 0.090 -0.052 1.000 -0.110 0.025 0.052 0.112 0.001 0.112 0.107 0.001 0.038 -0.017 0.010 -0.008 -0.071 -0.053 0.025 | -| p4160_p | -0.915 0.976 0.761 -0.975 -0.028 -0.043 -0.796 0.459 -0.110 1.000 -0.220 -0.459 -0.983 -0.007 -0.982 -0.938 -0.007 -0.338 0.152 -0.089 0.067 0.623 0.471 -0.218 | -| DDstar_s | 0.209 -0.223 -0.174 0.222 0.006 0.010 0.181 -0.105 0.025 -0.220 1.000 0.105 0.224 0.002 0.224 0.214 0.002 0.077 -0.035 0.020 -0.015 -0.142 -0.107 0.050 | -| p4040_s | 0.435 -0.464 -0.362 0.463 0.013 0.020 0.378 -0.218 0.052 -0.459 0.105 1.000 0.467 0.003 0.467 0.446 0.003 0.161 -0.072 0.042 -0.032 -0.296 -0.224 0.104 | -| jpsi_p | 0.930 -0.993 -0.774 0.992 0.029 0.044 0.809 -0.467 0.112 -0.983 0.224 0.467 1.000 0.007 0.998 0.954 0.007 0.344 -0.154 0.090 -0.068 -0.634 -0.479 0.222 | -| omega_s | 0.006 -0.007 -0.005 0.007 0.000 0.000 0.005 -0.003 0.001 -0.007 0.002 0.003 0.007 1.000 0.007 0.006 0.000 0.002 -0.001 0.001 -0.000 -0.004 -0.003 0.002 | -| psi2s_p | 0.929 -0.991 -0.773 0.990 0.029 0.043 0.808 -0.466 0.112 -0.982 0.224 0.467 0.998 0.007 1.000 0.952 0.007 0.343 -0.154 0.090 -0.068 -0.633 -0.478 0.221 | -| DDstar_p | 0.887 -0.947 -0.739 0.946 0.028 0.042 0.772 -0.445 0.107 -0.938 0.214 0.446 0.954 0.006 0.952 1.000 0.007 0.328 -0.147 0.086 -0.065 -0.604 -0.456 0.212 | -| phi_s | 0.006 -0.007 -0.005 0.007 0.000 0.000 0.006 -0.003 0.001 -0.007 0.002 0.003 0.007 0.000 0.007 0.007 1.000 0.002 -0.001 0.001 -0.000 -0.004 -0.003 0.002 | -| rho_p | 0.320 -0.341 -0.266 0.341 0.010 0.015 0.278 -0.160 0.038 -0.338 0.077 0.161 0.344 0.002 0.343 0.328 0.002 1.000 -0.053 0.031 -0.023 -0.218 -0.164 0.076 | -| Dbar_s | -0.144 0.153 0.120 -0.153 -0.004 -0.007 -0.125 0.072 -0.017 0.152 -0.035 -0.072 -0.154 -0.001 -0.154 -0.147 -0.001 -0.053 1.000 -0.014 0.011 0.098 0.074 -0.034 | -| p3770_s | 0.084 -0.090 -0.070 0.090 0.003 0.004 0.073 -0.042 0.010 -0.089 0.020 0.042 0.090 0.001 0.090 0.086 0.001 0.031 -0.014 1.000 -0.006 -0.057 -0.043 0.020 | -| rho_s | -0.064 0.068 0.053 -0.068 -0.002 -0.003 -0.055 0.032 -0.008 0.067 -0.015 -0.032 -0.068 -0.000 -0.068 -0.065 -0.000 -0.023 0.011 -0.006 1.000 0.043 0.033 -0.015 | -| bplus_0 | -0.590 0.629 0.490 -0.628 -0.018 -0.034 -0.513 0.296 -0.071 0.623 -0.142 -0.296 -0.634 -0.004 -0.633 -0.604 -0.004 -0.218 0.098 -0.057 0.043 1.000 0.302 -0.141 | -| bplus_2 | -0.445 0.475 0.370 -0.475 -0.014 -0.022 -0.387 0.223 -0.053 0.471 -0.107 -0.224 -0.479 -0.003 -0.478 -0.456 -0.003 -0.164 0.074 -0.043 0.033 0.302 1.000 -0.106 | -| omega_p | 0.206 -0.220 -0.172 0.220 0.006 0.009 0.180 -0.104 0.025 -0.218 0.050 0.104 0.222 0.002 0.221 0.212 0.002 0.076 -0.034 0.020 -0.015 -0.141 -0.106 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.00793975538854319}), (, {'error': 0.02500320812631518}), (, {'error': 0.0012174751098116277}), (, {'error': 0.019963986020578695}), (, {'error': 0.00032416777748767167}), (, {'error': 0.0007335132983501413}), (, {'error': 0.0038522009031050075}), (, {'error': 0.000853743235757598}), (, {'error': 0.0018045837568982925}), (, {'error': 0.01978009540243475}), (, {'error': 5.1880775568197146e-05}), (, {'error': 0.0004978944820123177}), (, {'error': 10.878498349422117}), (, {'error': 0.0012976459653115668}), (, {'error': 0.03967079934521944}), (, {'error': 0.004444916725127257}), (, {'error': 0.000805095535653777}), (, {'error': 0.0018922368573743853}), (, {'error': 2.365975820925459e-05}), (, {'error': 0.0005029624158976453}), (, {'error': 0.00039065139565597207}), (, {'error': 0.0011208373384539172}), (, {'error': 0.0011055309742420416}), (, {'error': 0.0033028689097305275})]) -Toy 11/25 -Time taken: 1 h, 17 min -Projected time left: 1 h, 38 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.027E+05 | Ncalls=504 (515 total) | -| EDM = 3.77E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 302714.2394946709 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.760 | 0.016 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -5.41 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.107 | 0.007 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.037 | 0.018 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.051 | 0.003 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -1.873 | 0.010 | | | -2 | 2 | | -| 6 | p4040_p | -6.094 | 0.004 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.773 | 0.001 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -2.248 | 0.014 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.736 | 0.012 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 2.691E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 11| p4040_s | 2.204E-1 | 0.015E-1 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.837 | 0.006 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 4.87 | 0.11 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -2.04 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 15.957 | 0.007 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -2.412 | 0.018 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.694E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 0.987 | 0.001 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.466 | 0.002 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.808 | 0.007 | | | -2 | 2 | | -| 22| bplus_2 | -1.730 | 0.010 | | | -2 | 2 | | -| 23| omega_p | -4.842 | 0.010 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.539 0.467 0.353 -0.016 0.544 -0.019 0.028 -0.224 -0.370 0.170 0.036 0.548 0.008 -0.547 0.543 0.017 -0.405 -0.060 0.154 0.043 0.546 0.531 0.142 | -| Dbar_p | 0.539 1.000 0.837 0.633 -0.029 0.975 -0.034 0.051 -0.401 -0.664 0.305 0.064 0.983 0.015 -0.981 0.975 0.030 -0.726 -0.107 0.276 0.077 0.979 0.951 0.255 | -| Ctt | 0.467 0.837 1.000 0.548 -0.025 0.845 -0.029 0.044 -0.348 -0.575 0.264 0.056 0.851 0.013 -0.849 0.844 0.026 -0.629 -0.093 0.239 0.067 0.848 0.824 0.221 | -| p3770_p | 0.353 0.633 0.548 1.000 -0.019 0.639 -0.022 0.033 -0.263 -0.435 0.199 0.042 0.644 0.010 -0.642 0.639 0.020 -0.476 -0.070 0.182 0.051 0.641 0.623 0.167 | -| p4415_s | -0.016 -0.029 -0.025 -0.019 1.000 -0.030 0.001 -0.002 0.012 0.020 -0.009 -0.002 -0.030 -0.000 0.030 -0.030 -0.001 0.022 0.003 -0.008 -0.002 -0.030 -0.029 -0.008 | -| bplus_1 | 0.544 0.975 0.845 0.639 -0.030 1.000 -0.034 0.051 -0.405 -0.670 0.307 0.065 0.992 0.015 -0.990 0.984 0.031 -0.733 -0.108 0.279 0.078 0.988 0.960 0.258 | -| p4040_p | -0.019 -0.034 -0.029 -0.022 0.001 -0.034 1.000 -0.002 0.014 0.023 -0.011 -0.002 -0.034 -0.001 0.034 -0.034 -0.001 0.025 0.004 -0.010 -0.003 -0.034 -0.033 -0.009 | -| p4160_s | 0.028 0.051 0.044 0.033 -0.002 0.051 -0.002 1.000 -0.021 -0.035 0.016 0.003 0.052 0.001 -0.052 0.051 0.002 -0.038 -0.006 0.015 0.004 0.052 0.050 0.013 | -| phi_p | -0.224 -0.401 -0.348 -0.263 0.012 -0.405 0.014 -0.021 1.000 0.276 -0.127 -0.027 -0.408 -0.006 0.407 -0.405 -0.013 0.302 0.044 -0.115 -0.032 -0.407 -0.395 -0.106 | -| p4160_p | -0.370 -0.664 -0.575 -0.435 0.020 -0.670 0.023 -0.035 0.276 1.000 -0.209 -0.044 -0.675 -0.010 0.673 -0.669 -0.021 0.499 0.074 -0.190 -0.053 -0.672 -0.653 -0.175 | -| DDstar_s | 0.170 0.305 0.264 0.199 -0.009 0.307 -0.011 0.016 -0.127 -0.209 1.000 0.020 0.310 0.005 -0.309 0.307 0.010 -0.229 -0.034 0.087 0.024 0.309 0.300 0.080 | -| p4040_s | 0.036 0.064 0.056 0.042 -0.002 0.065 -0.002 0.003 -0.027 -0.044 0.020 1.000 0.065 0.001 -0.065 0.065 0.002 -0.048 -0.007 0.018 0.005 0.065 0.063 0.017 | -| jpsi_p | 0.548 0.983 0.851 0.644 -0.030 0.992 -0.034 0.052 -0.408 -0.675 0.310 0.065 1.000 0.015 -0.997 0.992 0.031 -0.739 -0.109 0.281 0.079 0.996 0.968 0.260 | -| omega_s | 0.008 0.015 0.013 0.010 -0.000 0.015 -0.001 0.001 -0.006 -0.010 0.005 0.001 0.015 1.000 -0.015 0.015 0.000 -0.011 -0.002 0.004 0.001 0.015 0.015 0.004 | -| psi2s_p | -0.547 -0.981 -0.849 -0.642 0.030 -0.990 0.034 -0.052 0.407 0.673 -0.309 -0.065 -0.997 -0.015 1.000 -0.989 -0.031 0.737 0.109 -0.280 -0.078 -0.993 -0.965 -0.259 | -| DDstar_p | 0.543 0.975 0.844 0.639 -0.030 0.984 -0.034 0.051 -0.405 -0.669 0.307 0.065 0.992 0.015 -0.989 1.000 0.031 -0.733 -0.108 0.279 0.078 0.988 0.960 0.258 | -| phi_s | 0.017 0.030 0.026 0.020 -0.001 0.031 -0.001 0.002 -0.013 -0.021 0.010 0.002 0.031 0.000 -0.031 0.031 1.000 -0.023 -0.003 0.009 0.002 0.031 0.030 0.008 | -| rho_p | -0.405 -0.726 -0.629 -0.476 0.022 -0.733 0.025 -0.038 0.302 0.499 -0.229 -0.048 -0.739 -0.011 0.737 -0.733 -0.023 1.000 0.080 -0.208 -0.057 -0.736 -0.715 -0.191 | -| Dbar_s | -0.060 -0.107 -0.093 -0.070 0.003 -0.108 0.004 -0.006 0.044 0.074 -0.034 -0.007 -0.109 -0.002 0.109 -0.108 -0.003 0.080 1.000 -0.031 -0.009 -0.108 -0.105 -0.028 | -| p3770_s | 0.154 0.276 0.239 0.182 -0.008 0.279 -0.010 0.015 -0.115 -0.190 0.087 0.018 0.281 0.004 -0.280 0.279 0.009 -0.208 -0.031 1.000 0.022 0.280 0.272 0.073 | -| rho_s | 0.043 0.077 0.067 0.051 -0.002 0.078 -0.003 0.004 -0.032 -0.053 0.024 0.005 0.079 0.001 -0.078 0.078 0.002 -0.057 -0.009 0.022 1.000 0.078 0.076 0.020 | -| bplus_0 | 0.546 0.979 0.848 0.641 -0.030 0.988 -0.034 0.052 -0.407 -0.672 0.309 0.065 0.996 0.015 -0.993 0.988 0.031 -0.736 -0.108 0.280 0.078 1.000 0.964 0.259 | -| bplus_2 | 0.531 0.951 0.824 0.623 -0.029 0.960 -0.033 0.050 -0.395 -0.653 0.300 0.063 0.968 0.015 -0.965 0.960 0.030 -0.715 -0.105 0.272 0.076 0.964 1.000 0.251 | -| omega_p | 0.142 0.255 0.221 0.167 -0.008 0.258 -0.009 0.013 -0.106 -0.175 0.080 0.017 0.260 0.004 -0.259 0.258 0.008 -0.191 -0.028 0.073 0.020 0.259 0.251 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.015867329169587663}), (, {'error': 0.0425079485893165}), (, {'error': 0.006721697711020158}), (, {'error': 0.017676331385885646}), (, {'error': 0.0026166573812043126}), (, {'error': 0.01027486750650597}), (, {'error': 0.0036673840748542297}), (, {'error': 0.0009732233897061793}), (, {'error': 0.014026141214738441}), (, {'error': 0.012429384822904233}), (, {'error': 0.00033465741583416087}), (, {'error': 0.0014859098703436102}), (, {'error': 6.51009166888327}), (, {'error': 0.006244284394332222}), (, {'error': 0.1124608907011444}), (, {'error': 0.11031400219024512}), (, {'error': 0.007058234710202171}), (, {'error': 0.018418991312513233}), (, {'error': 0.0003188435862910288}), (, {'error': 0.0011418989596192475}), (, {'error': 0.002245928171452416}), (, {'error': 0.006541029022309797}), (, {'error': 0.009667477970021543}), (, {'error': 0.00967348876160612})]) -Toy 12/25 -Time taken: 1 h, 22 min -Projected time left: 1 h, 29 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1571 (1571 total) | -| EDM = 9.96E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297039.09620100865 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.34 | 0.18 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.30 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.99 | 0.15 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.851 | 0.020 | | | -2 | 2 | | -| 6 | p4040_p | 3.79 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.16 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -0.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.11 | 0.07 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.93 | 0.16 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -4.650 | 0.019 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.801 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.0 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.17 | 0.30 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.29 | 0.32 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.92 | 0.17 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.98 | 0.26 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.412 | 0.010 | | | -2 | 2 | | -| 22| bplus_2 | 0.21 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 0.49 | 0.22 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.461 0.431 -0.457 0.189 0.491 0.241 0.285 0.001 0.003 0.454 0.329 -0.120 0.058 0.065 0.368 0.045 0.137 -0.512 0.176 -0.107 0.488 0.386 0.003 | -| Dbar_p | -0.461 1.000 -0.804 0.767 -0.355 -0.815 -0.366 -0.594 0.001 0.136 -0.763 -0.630 0.159 -0.100 -0.195 -0.804 -0.086 -0.214 0.860 -0.367 0.183 -0.813 -0.752 -0.005 | -| Ctt | 0.431 -0.804 1.000 -0.814 0.448 0.825 0.224 0.651 -0.005 -0.296 0.789 0.683 -0.312 0.097 0.207 0.735 0.083 0.205 -0.880 0.257 -0.184 0.823 0.653 0.003 | -| p3770_p | -0.457 0.767 -0.814 1.000 -0.411 -0.868 -0.268 -0.646 0.002 0.274 -0.810 -0.673 0.295 -0.105 -0.112 -0.771 -0.088 -0.229 0.928 -0.331 0.193 -0.865 -0.777 -0.004 | -| p4415_s | 0.189 -0.355 0.448 -0.411 1.000 0.373 0.176 0.393 -0.000 -0.047 0.353 0.348 -0.157 0.046 0.050 0.338 0.037 0.105 -0.437 0.136 -0.086 0.372 0.385 0.002 | -| bplus_1 | 0.491 -0.815 0.825 -0.868 0.373 1.000 0.322 0.637 -0.009 -0.211 0.806 0.671 -0.290 0.105 0.130 0.752 0.093 0.208 -0.939 0.277 -0.204 0.837 0.750 0.002 | -| p4040_p | 0.241 -0.366 0.224 -0.268 0.176 0.322 1.000 0.392 -0.000 0.006 0.312 0.211 -0.049 0.038 0.006 0.234 0.030 0.087 -0.327 0.076 -0.072 0.321 0.260 0.002 | -| p4160_s | 0.285 -0.594 0.651 -0.646 0.393 0.637 0.392 1.000 0.001 -0.204 0.600 0.494 -0.214 0.077 0.068 0.542 0.060 0.180 -0.700 0.227 -0.143 0.634 0.567 0.004 | -| phi_p | 0.001 0.001 -0.005 0.002 -0.000 -0.009 -0.000 0.001 1.000 0.001 -0.004 0.001 0.001 -0.027 0.001 -0.005 0.506 0.035 0.004 0.002 0.017 -0.011 -0.024 0.005 | -| p4160_p | 0.003 0.136 -0.296 0.274 -0.047 -0.211 0.006 -0.204 0.001 1.000 -0.191 -0.339 0.174 -0.027 -0.021 -0.293 -0.023 -0.055 0.256 -0.045 0.048 -0.210 -0.231 -0.001 | -| DDstar_s | 0.454 -0.763 0.789 -0.810 0.353 0.806 0.312 0.600 -0.004 -0.191 1.000 0.628 -0.277 0.097 0.121 0.736 0.083 0.208 -0.890 0.281 -0.181 0.804 0.737 0.003 | -| p4040_s | 0.329 -0.630 0.683 -0.673 0.348 0.671 0.211 0.494 0.001 -0.339 0.628 1.000 -0.196 0.082 0.081 0.549 0.064 0.188 -0.732 0.273 -0.151 0.668 0.607 0.004 | -| jpsi_p | -0.120 0.159 -0.312 0.295 -0.157 -0.290 -0.049 -0.214 0.001 0.174 -0.277 -0.196 1.000 -0.041 0.069 -0.374 -0.046 -0.058 0.304 0.018 0.064 -0.293 -0.231 -0.003 | -| omega_s | 0.058 -0.100 0.097 -0.105 0.046 0.105 0.038 0.077 -0.027 -0.027 0.097 0.082 -0.041 1.000 0.016 0.089 0.025 0.178 -0.113 0.034 -0.198 0.110 0.093 0.541 | -| psi2s_p | 0.065 -0.195 0.207 -0.112 0.050 0.130 0.006 0.068 0.001 -0.021 0.121 0.081 0.069 0.016 1.000 0.043 0.012 0.039 -0.143 -0.107 -0.030 0.130 0.143 0.001 | -| DDstar_p | 0.368 -0.804 0.735 -0.771 0.338 0.752 0.234 0.542 -0.005 -0.293 0.736 0.549 -0.374 0.089 0.043 1.000 0.073 0.199 -0.830 0.204 -0.169 0.750 0.681 0.002 | -| phi_s | 0.045 -0.086 0.083 -0.088 0.037 0.093 0.030 0.060 0.506 -0.023 0.083 0.064 -0.046 0.025 0.012 0.073 1.000 0.086 -0.095 0.022 -0.007 0.098 0.105 0.012 | -| rho_p | 0.137 -0.214 0.205 -0.229 0.105 0.208 0.087 0.180 0.035 -0.055 0.208 0.188 -0.058 0.178 0.039 0.199 0.086 1.000 -0.243 0.086 0.075 0.216 0.118 -0.049 | -| Dbar_s | -0.512 0.860 -0.880 0.928 -0.437 -0.939 -0.327 -0.700 0.004 0.256 -0.890 -0.732 0.304 -0.113 -0.143 -0.830 -0.095 -0.243 1.000 -0.302 0.211 -0.936 -0.835 -0.004 | -| p3770_s | 0.176 -0.367 0.257 -0.331 0.136 0.277 0.076 0.227 0.002 -0.045 0.281 0.273 0.018 0.034 -0.107 0.204 0.022 0.086 -0.302 1.000 -0.065 0.277 0.248 0.002 | -| rho_s | -0.107 0.183 -0.184 0.193 -0.086 -0.204 -0.072 -0.143 0.017 0.048 -0.181 -0.151 0.064 -0.198 -0.030 -0.169 -0.007 0.075 0.211 -0.065 1.000 -0.222 -0.193 0.115 | -| bplus_0 | 0.488 -0.813 0.823 -0.865 0.372 0.837 0.321 0.634 -0.011 -0.210 0.804 0.668 -0.293 0.110 0.130 0.750 0.098 0.216 -0.936 0.277 -0.222 1.000 0.749 0.002 | -| bplus_2 | 0.386 -0.752 0.653 -0.777 0.385 0.750 0.260 0.567 -0.024 -0.231 0.737 0.607 -0.231 0.093 0.143 0.681 0.105 0.118 -0.835 0.248 -0.193 0.749 1.000 -0.003 | -| omega_p | 0.003 -0.005 0.003 -0.004 0.002 0.002 0.002 0.004 0.005 -0.001 0.003 0.004 -0.003 0.541 0.001 0.002 0.012 -0.049 -0.004 0.002 0.115 0.002 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18096412951009722}), (, {'error': 0.38796048733811883}), (, {'error': 0.1783175556327518}), (, {'error': 0.19951837355300395}), (, {'error': 0.14688130311888553}), (, {'error': 0.019987729131909493}), (, {'error': 0.1448628061858379}), (, {'error': 0.15494488611653234}), (, {'error': 0.18000660037266725}), (, {'error': 0.07067941127783062}), (, {'error': 0.5035014888583134}), (, {'error': 0.1640788587962292}), (, {'error': 0.019370048420965347}), (, {'error': 1.0248632143991427}), (, {'error': 0.023949370065837527}), (, {'error': 0.38023426870285393}), (, {'error': 0.8117116451723767}), (, {'error': 0.29672374722003214}), (, {'error': 0.3229269858974307}), (, {'error': 0.1728257457636193}), (, {'error': 0.26117616636894414}), (, {'error': 0.009503899112340175}), (, {'error': 0.058880960738080246}), (, {'error': 0.21908357039718362})]) -Toy 13/25 -Time taken: 1 h, 32 min -Projected time left: 1 h, 25 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1435 (1435 total) | -| EDM = 0.00149 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297400.9959321416 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.58 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -1.40 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.10 | 0.15 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.37 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.25 | 0.16 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.954 | 0.011 | | | -2 | 2 | | -| 6 | p4040_p | -2.89 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.29 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.74 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 3.96 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.06 | 0.15 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -4.67 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.5 | 0.7 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.83 | 0.23 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.0 | 0.4 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.33 | 0.23 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.489 | 0.005 | | | -2 | 2 | | -| 22| bplus_2 | 0.24 | 0.05 | | | -2 | 2 | | -| 23| omega_p | -6.09 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.025 0.251 0.292 -0.208 -0.142 0.298 -0.224 0.016 0.342 -0.211 -0.242 0.291 0.007 0.256 0.224 -0.004 0.031 -0.295 0.281 -0.009 -0.146 0.144 0.009 | -| Dbar_p | -0.025 1.000 -0.091 -0.285 0.107 0.293 -0.175 0.179 -0.021 -0.220 0.273 0.157 -0.239 0.002 -0.208 -0.179 -0.001 -0.015 0.246 -0.200 -0.014 0.292 -0.068 -0.005 | -| Ctt | 0.251 -0.091 1.000 0.756 -0.308 -0.385 0.670 -0.378 0.048 0.693 -0.499 -0.387 0.731 0.016 0.758 0.769 0.017 0.037 -0.807 0.729 0.006 -0.384 0.374 0.019 | -| p3770_p | 0.292 -0.285 0.756 1.000 -0.469 -0.480 0.841 -0.541 0.055 0.883 -0.603 -0.573 0.907 0.021 0.846 0.895 0.019 0.047 -0.956 0.853 0.005 -0.471 0.614 0.023 | -| p4415_s | -0.208 0.107 -0.308 -0.469 1.000 0.152 -0.396 0.406 -0.026 -0.425 0.272 0.334 -0.463 -0.013 -0.423 -0.464 -0.010 -0.028 0.484 -0.438 0.004 0.155 -0.251 -0.012 | -| bplus_1 | -0.142 0.293 -0.385 -0.480 0.152 1.000 -0.418 0.228 -0.020 -0.427 0.213 0.253 -0.476 -0.014 -0.442 -0.513 0.010 -0.077 0.497 -0.461 0.015 0.006 -0.420 -0.014 | -| p4040_p | 0.298 -0.175 0.670 0.841 -0.396 -0.418 1.000 -0.389 0.048 0.796 -0.554 -0.554 0.829 0.020 0.749 0.793 0.012 0.051 -0.869 0.793 -0.002 -0.414 0.551 0.022 | -| p4160_s | -0.224 0.179 -0.378 -0.541 0.406 0.228 -0.389 1.000 -0.032 -0.539 0.329 0.274 -0.537 -0.014 -0.513 -0.557 -0.021 -0.015 0.566 -0.508 -0.009 0.223 -0.387 -0.013 | -| phi_p | 0.016 -0.021 0.048 0.055 -0.026 -0.020 0.048 -0.032 1.000 0.051 -0.034 -0.033 0.052 -0.041 0.050 0.052 0.436 -0.101 -0.056 0.052 0.100 -0.022 0.047 0.003 | -| p4160_p | 0.342 -0.220 0.693 0.883 -0.425 -0.427 0.796 -0.539 0.051 1.000 -0.570 -0.631 0.876 0.021 0.805 0.833 0.016 0.050 -0.913 0.839 0.000 -0.423 0.576 0.023 | -| DDstar_s | -0.211 0.273 -0.499 -0.603 0.272 0.213 -0.554 0.329 -0.034 -0.570 1.000 0.347 -0.619 -0.018 -0.578 -0.605 -0.012 -0.037 0.650 -0.587 0.008 0.211 -0.423 -0.017 | -| p4040_s | -0.242 0.157 -0.387 -0.573 0.334 0.253 -0.554 0.274 -0.033 -0.631 0.347 1.000 -0.555 -0.014 -0.519 -0.594 -0.017 -0.022 0.597 -0.512 -0.006 0.248 -0.378 -0.014 | -| jpsi_p | 0.291 -0.239 0.731 0.907 -0.463 -0.476 0.829 -0.537 0.052 0.876 -0.619 -0.555 1.000 0.020 0.856 0.862 0.010 0.056 -0.948 0.881 -0.001 -0.473 0.625 0.024 | -| omega_s | 0.007 0.002 0.016 0.021 -0.013 -0.014 0.020 -0.014 -0.041 0.021 -0.018 -0.014 0.020 1.000 0.020 0.019 0.002 -0.018 -0.022 0.020 -0.256 -0.001 0.012 0.417 | -| psi2s_p | 0.256 -0.208 0.758 0.846 -0.423 -0.442 0.749 -0.513 0.050 0.805 -0.578 -0.519 0.856 0.020 1.000 0.807 0.015 0.048 -0.886 0.773 0.003 -0.436 0.589 0.022 | -| DDstar_p | 0.224 -0.179 0.769 0.895 -0.464 -0.513 0.793 -0.557 0.052 0.833 -0.605 -0.594 0.862 0.019 0.807 1.000 0.015 0.050 -0.945 0.851 0.007 -0.506 0.607 0.022 | -| phi_s | -0.004 -0.001 0.017 0.019 -0.010 0.010 0.012 -0.021 0.436 0.016 -0.012 -0.017 0.010 0.002 0.015 0.015 1.000 -0.060 -0.019 0.013 0.007 0.026 0.071 0.013 | -| rho_p | 0.031 -0.015 0.037 0.047 -0.028 -0.077 0.051 -0.015 -0.101 0.050 -0.037 -0.022 0.056 -0.018 0.048 0.050 -0.060 1.000 -0.052 0.053 0.063 -0.091 -0.087 -0.115 | -| Dbar_s | -0.295 0.246 -0.807 -0.956 0.484 0.497 -0.869 0.566 -0.056 -0.913 0.650 0.597 -0.948 -0.022 -0.886 -0.945 -0.019 -0.052 1.000 -0.919 -0.004 0.491 -0.653 -0.025 | -| p3770_s | 0.281 -0.200 0.729 0.853 -0.438 -0.461 0.793 -0.508 0.052 0.839 -0.587 -0.512 0.881 0.020 0.773 0.851 0.013 0.053 -0.919 1.000 -0.001 -0.455 0.594 0.023 | -| rho_s | -0.009 -0.014 0.006 0.005 0.004 0.015 -0.002 -0.009 0.100 0.000 0.008 -0.006 -0.001 -0.256 0.003 0.007 0.007 0.063 -0.004 -0.001 1.000 -0.023 0.070 0.138 | -| bplus_0 | -0.146 0.292 -0.384 -0.471 0.155 0.006 -0.414 0.223 -0.022 -0.423 0.211 0.248 -0.473 -0.001 -0.436 -0.506 0.026 -0.091 0.491 -0.455 -0.023 1.000 -0.420 -0.013 | -| bplus_2 | 0.144 -0.068 0.374 0.614 -0.251 -0.420 0.551 -0.387 0.047 0.576 -0.423 -0.378 0.625 0.012 0.589 0.607 0.071 -0.087 -0.653 0.594 0.070 -0.420 1.000 0.009 | -| omega_p | 0.009 -0.005 0.019 0.023 -0.012 -0.014 0.022 -0.013 0.003 0.023 -0.017 -0.014 0.024 0.417 0.022 0.022 0.013 -0.115 -0.025 0.023 0.138 -0.013 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1344631681930366}), (, {'error': 0.1930169524704004}), (, {'error': 0.14960418203073567}), (, {'error': 0.2611825885104446}), (, {'error': 0.16145408176038334}), (, {'error': 0.010551145678662222}), (, {'error': 0.2514417614053033}), (, {'error': 0.14565547922817235}), (, {'error': 0.13183016462910002}), (, {'error': 0.1634192517744415}), (, {'error': 0.1315443786257257}), (, {'error': 0.1526263554517321}), (, {'error': 0.05844611086443319}), (, {'error': 0.8572551691942447}), (, {'error': 0.051119006967971004}), (, {'error': 0.6789744094345478}), (, {'error': 0.7685622624538642}), (, {'error': 0.22561962319900664}), (, {'error': 0.5742917245958432}), (, {'error': 0.439284473054526}), (, {'error': 0.22585610124317623}), (, {'error': 0.005322596340491481}), (, {'error': 0.05499700133104368}), (, {'error': 0.2124362289270345})]) -Toy 14/25 -Time taken: 1 h, 40 min -Projected time left: 1 h, 19 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1324 (1324 total) | -| EDM = 7.39E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297357.2977646553 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.78 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.98 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.57 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.71 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.743 | 0.031 | | | -2 | 2 | | -| 6 | p4040_p | 3.02 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -6.05 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.04 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.73 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -5.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 17.7 | 1.5 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.73 | 0.25 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.412 | 0.016 | | | -2 | 2 | | -| 22| bplus_2 | -0.45 | 0.08 | | | -2 | 2 | | -| 23| omega_p | -5.6 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.107 -0.011 0.146 -0.008 -0.216 0.167 0.014 -0.007 0.000 0.011 -0.244 0.197 -0.007 0.060 0.279 -0.022 0.054 0.012 0.118 -0.045 0.031 0.210 -0.012 | -| Dbar_p | 0.107 1.000 0.280 0.177 -0.008 -0.115 0.266 0.008 0.005 -0.004 -0.007 -0.166 0.276 0.003 0.298 -0.169 0.004 -0.014 0.031 0.339 -0.023 0.014 -0.040 -0.001 | -| Ctt | -0.011 0.280 1.000 -0.076 0.245 -0.100 -0.092 -0.013 -0.010 -0.001 0.004 0.387 -0.367 -0.008 0.217 -0.235 -0.035 0.138 0.040 -0.178 -0.026 -0.017 0.730 -0.006 | -| p3770_p | 0.146 0.177 -0.076 1.000 -0.041 -0.123 0.224 0.009 0.000 -0.003 -0.028 -0.214 0.160 -0.003 0.144 0.130 0.003 -0.041 -0.054 -0.097 -0.002 0.030 -0.047 -0.004 | -| p4415_s | -0.008 -0.008 0.245 -0.041 1.000 0.057 0.106 0.002 -0.005 -0.005 0.008 0.078 -0.063 -0.004 0.032 0.037 -0.016 0.056 0.004 -0.006 0.001 0.016 0.105 -0.001 | -| bplus_1 | -0.216 -0.115 -0.100 -0.123 0.057 1.000 -0.197 -0.009 -0.022 0.003 -0.043 0.113 -0.182 -0.009 -0.125 -0.312 0.005 -0.004 -0.030 -0.113 -0.243 -0.881 -0.095 -0.063 | -| p4040_p | 0.167 0.266 -0.092 0.224 0.106 -0.197 1.000 0.004 -0.005 -0.007 0.002 -0.314 0.385 -0.007 0.070 0.442 -0.018 0.026 0.006 0.271 -0.044 0.050 0.009 -0.012 | -| p4160_s | 0.014 0.008 -0.013 0.009 0.002 -0.009 0.004 1.000 0.000 -0.002 -0.000 -0.015 0.017 -0.000 0.005 0.017 0.000 -0.002 -0.001 0.009 -0.001 0.001 -0.004 -0.000 | -| phi_p | -0.007 0.005 -0.010 0.000 -0.005 -0.022 -0.005 0.000 1.000 0.000 -0.000 -0.005 -0.017 -0.056 -0.003 0.006 0.835 -0.084 -0.000 -0.003 0.077 0.020 -0.038 -0.004 | -| p4160_p | 0.000 -0.004 -0.001 -0.003 -0.005 0.003 -0.007 -0.002 0.000 1.000 -0.000 0.011 -0.005 0.000 -0.001 -0.007 0.000 -0.001 -0.000 -0.003 0.001 -0.001 -0.002 0.000 | -| DDstar_s | 0.011 -0.007 0.004 -0.028 0.008 -0.043 0.002 -0.000 -0.000 -0.000 1.000 0.011 -0.007 -0.000 0.002 0.018 0.000 -0.003 -0.002 -0.013 -0.006 0.001 0.020 -0.002 | -| p4040_s | -0.244 -0.166 0.387 -0.214 0.078 0.113 -0.314 -0.015 -0.005 0.011 0.011 1.000 -0.254 -0.003 0.024 -0.158 -0.014 0.064 0.009 -0.071 0.013 -0.006 0.194 0.003 | -| jpsi_p | 0.197 0.276 -0.367 0.160 -0.063 -0.182 0.385 0.017 -0.017 -0.005 -0.007 -0.254 1.000 -0.021 0.281 0.584 -0.025 -0.031 -0.032 0.349 -0.035 0.068 -0.276 -0.025 | -| omega_s | -0.007 0.003 -0.008 -0.003 -0.004 -0.009 -0.007 -0.000 -0.056 0.000 -0.000 -0.003 -0.021 1.000 -0.005 0.001 -0.002 0.013 0.000 -0.005 0.100 0.009 -0.028 0.893 | -| psi2s_p | 0.060 0.298 0.217 0.144 0.032 -0.125 0.070 0.005 -0.003 -0.001 0.002 0.024 0.281 -0.005 1.000 0.277 -0.009 0.009 0.000 -0.197 -0.025 0.017 0.041 -0.008 | -| DDstar_p | 0.279 -0.169 -0.235 0.130 0.037 -0.312 0.442 0.017 0.006 -0.007 0.018 -0.158 0.584 0.001 0.277 1.000 0.003 -0.030 -0.017 0.210 -0.054 0.035 -0.037 -0.009 | -| phi_s | -0.022 0.004 -0.035 0.003 -0.016 0.005 -0.018 0.000 0.835 0.000 0.000 -0.014 -0.025 -0.002 -0.009 0.003 1.000 -0.050 0.001 -0.010 0.031 -0.008 -0.086 0.026 | -| rho_p | 0.054 -0.014 0.138 -0.041 0.056 -0.004 0.026 -0.002 -0.084 -0.001 -0.003 0.064 -0.031 0.013 0.009 -0.030 -0.050 1.000 -0.006 -0.001 -0.006 0.030 0.287 0.020 | -| Dbar_s | 0.012 0.031 0.040 -0.054 0.004 -0.030 0.006 -0.001 -0.000 -0.000 -0.002 0.009 -0.032 0.000 0.000 -0.017 0.001 -0.006 1.000 -0.005 -0.003 -0.003 0.015 -0.001 | -| p3770_s | 0.118 0.339 -0.178 -0.097 -0.006 -0.113 0.271 0.009 -0.003 -0.003 -0.013 -0.071 0.349 -0.005 -0.197 0.210 -0.010 -0.001 -0.005 1.000 -0.022 0.057 -0.130 -0.008 | -| rho_s | -0.045 -0.023 -0.026 -0.002 0.001 -0.243 -0.044 -0.001 0.077 0.001 -0.006 0.013 -0.035 0.100 -0.025 -0.054 0.031 -0.006 -0.003 -0.022 1.000 0.312 -0.134 0.367 | -| bplus_0 | 0.031 0.014 -0.017 0.030 0.016 -0.881 0.050 0.001 0.020 -0.001 0.001 -0.006 0.068 0.009 0.017 0.035 -0.008 0.030 -0.003 0.057 0.312 1.000 -0.131 0.077 | -| bplus_2 | 0.210 -0.040 0.730 -0.047 0.105 -0.095 0.009 -0.004 -0.038 -0.002 0.020 0.194 -0.276 -0.028 0.041 -0.037 -0.086 0.287 0.015 -0.130 -0.134 -0.131 1.000 -0.040 | -| omega_p | -0.012 -0.001 -0.006 -0.004 -0.001 -0.063 -0.012 -0.000 -0.004 0.000 -0.002 0.003 -0.025 0.893 -0.008 -0.009 0.026 0.020 -0.001 -0.008 0.367 0.077 -0.040 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29206205989884015}), (, {'error': 0.3772158938387111}), (, {'error': 0.21371704233765743}), (, {'error': 0.10734527420714723}), (, {'error': 0.18300323767066634}), (, {'error': 0.030569521078866457}), (, {'error': 0.17199229941991234}), (, {'error': 0.01312732623084295}), (, {'error': 0.3067118600240972}), (, {'error': 0.011543447643944216}), (, {'error': 0.019547771810410064}), (, {'error': 0.1764451509577427}), (, {'error': 0.03576546902588307}), (, {'error': 3.874999321788723}), (, {'error': 0.03482994735909628}), (, {'error': 0.4626482957340201}), (, {'error': 1.462671846036141}), (, {'error': 0.8524804335745544}), (, {'error': 0.024129431691704173}), (, {'error': 0.24783868679173637}), (, {'error': 0.34554954993745646}), (, {'error': 0.01589099525899229}), (, {'error': 0.07657964033405973}), (, {'error': 0.488921637386992})]) -Toy 15/25 -Time taken: 1 h, 49 min -Projected time left: 1 h, 12 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1564 (1564 total) | -| EDM = 2.5E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297324.8981843916 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.16 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 1.4 | 2.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.44 | 0.28 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.71 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.75 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.731 | 0.022 | | | -2 | 2 | | -| 6 | p4040_p | 4.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 5.97 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.94 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.51 | 0.19 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.72 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -5.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -6.12 | 0.22 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.16 | 0.47 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.12 | 0.25 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.405 | 0.010 | | | -2 | 2 | | -| 22| bplus_2 | -0.28 | 0.06 | | | -2 | 2 | | -| 23| omega_p | -5.6 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.042 -0.069 0.057 -0.117 -0.177 0.209 -0.070 0.010 0.302 0.059 -0.077 0.140 -0.002 0.086 0.248 -0.010 0.069 0.018 0.080 -0.009 -0.103 0.197 -0.011 | -| Dbar_p | -0.042 1.000 0.832 -0.903 -0.066 -0.549 -0.165 0.277 -0.045 -0.681 -0.694 0.382 -0.862 0.017 -0.567 -0.802 0.055 -0.128 -0.917 -0.400 -0.205 -0.463 -0.030 -0.050 | -| Ctt | -0.069 0.832 1.000 -0.773 0.072 -0.464 -0.307 0.339 -0.037 -0.713 -0.571 0.461 -0.801 0.009 -0.405 -0.685 0.031 -0.074 -0.772 -0.407 -0.141 -0.391 0.317 -0.041 | -| p3770_p | 0.057 -0.903 -0.773 1.000 0.022 0.544 0.243 -0.282 0.041 0.701 0.600 -0.416 0.824 -0.017 0.572 0.690 -0.053 0.111 0.928 0.356 0.195 0.461 0.008 0.049 | -| p4415_s | -0.117 -0.066 0.072 0.022 1.000 0.116 -0.007 0.276 0.003 -0.008 0.084 0.155 0.037 -0.003 0.063 0.083 -0.007 0.004 0.040 0.038 0.029 0.092 -0.069 0.008 | -| bplus_1 | -0.177 -0.549 -0.464 0.544 0.116 1.000 0.009 -0.202 0.028 0.243 0.245 -0.295 0.402 -0.015 0.234 0.171 -0.031 0.100 0.594 0.217 0.143 -0.006 -0.158 0.025 | -| p4040_p | 0.209 -0.165 -0.307 0.243 -0.007 0.009 1.000 0.246 0.011 0.353 0.094 -0.246 0.244 -0.003 0.072 0.230 -0.012 0.043 0.210 0.085 0.020 0.032 0.008 0.002 | -| p4160_s | -0.070 0.277 0.339 -0.282 0.276 -0.202 0.246 1.000 -0.007 -0.223 -0.157 0.189 -0.235 -0.001 -0.167 -0.107 0.001 0.014 -0.306 -0.091 -0.041 -0.140 0.134 -0.019 | -| phi_p | 0.010 -0.045 -0.037 0.041 0.003 0.028 0.011 -0.007 1.000 0.035 0.033 -0.011 0.041 -0.036 0.030 0.043 0.630 0.118 0.045 0.024 0.061 0.026 0.025 -0.014 | -| p4160_p | 0.302 -0.681 -0.713 0.701 -0.008 0.243 0.353 -0.223 0.035 1.000 0.450 -0.487 0.745 -0.009 0.479 0.711 -0.036 0.109 0.694 0.379 0.111 0.234 0.019 0.026 | -| DDstar_s | 0.059 -0.694 -0.571 0.600 0.084 0.245 0.094 -0.157 0.033 0.450 1.000 -0.198 0.619 -0.009 0.428 0.610 -0.035 0.106 0.671 0.266 0.113 0.229 0.059 0.026 | -| p4040_s | -0.077 0.382 0.461 -0.416 0.155 -0.295 -0.246 0.189 -0.011 -0.487 -0.198 1.000 -0.302 0.004 -0.188 -0.129 0.013 -0.005 -0.429 -0.070 -0.078 -0.222 0.083 -0.026 | -| jpsi_p | 0.140 -0.862 -0.801 0.824 0.037 0.402 0.244 -0.235 0.041 0.745 0.619 -0.302 1.000 -0.020 0.641 0.858 -0.055 0.131 0.857 0.490 0.158 0.367 -0.048 0.033 | -| omega_s | -0.002 0.017 0.009 -0.017 -0.003 -0.015 -0.003 -0.001 -0.036 -0.009 -0.009 0.004 -0.020 1.000 -0.010 -0.004 0.019 0.094 -0.017 -0.012 0.007 -0.024 -0.031 0.688 | -| psi2s_p | 0.086 -0.567 -0.405 0.572 0.063 0.234 0.072 -0.167 0.030 0.479 0.428 -0.188 0.641 -0.010 1.000 0.633 -0.033 0.094 0.589 0.109 0.102 0.218 0.014 0.023 | -| DDstar_p | 0.248 -0.802 -0.685 0.690 0.083 0.171 0.230 -0.107 0.043 0.711 0.610 -0.129 0.858 -0.004 0.633 1.000 -0.035 0.135 0.675 0.418 0.101 0.187 0.050 0.025 | -| phi_s | -0.010 0.055 0.031 -0.053 -0.007 -0.031 -0.012 0.001 0.630 -0.036 -0.035 0.013 -0.055 0.019 -0.033 -0.035 1.000 0.125 -0.054 -0.035 0.069 -0.041 -0.060 0.008 | -| rho_p | 0.069 -0.128 -0.074 0.111 0.004 0.100 0.043 0.014 0.118 0.109 0.106 -0.005 0.131 0.094 0.094 0.135 0.125 1.000 0.120 0.086 0.380 0.005 0.238 -0.089 | -| Dbar_s | 0.018 -0.917 -0.772 0.928 0.040 0.594 0.210 -0.306 0.045 0.694 0.671 -0.429 0.857 -0.017 0.589 0.675 -0.054 0.120 1.000 0.471 0.212 0.494 -0.013 0.053 | -| p3770_s | 0.080 -0.400 -0.407 0.356 0.038 0.217 0.085 -0.091 0.024 0.379 0.266 -0.070 0.490 -0.012 0.109 0.418 -0.035 0.086 0.471 1.000 0.094 0.218 -0.020 0.018 | -| rho_s | -0.009 -0.205 -0.141 0.195 0.029 0.143 0.020 -0.041 0.061 0.111 0.113 -0.078 0.158 0.007 0.102 0.101 0.069 0.380 0.212 0.094 1.000 0.229 0.114 0.308 | -| bplus_0 | -0.103 -0.463 -0.391 0.461 0.092 -0.006 0.032 -0.140 0.026 0.234 0.229 -0.222 0.367 -0.024 0.218 0.187 -0.041 0.005 0.494 0.218 0.229 1.000 -0.126 0.063 | -| bplus_2 | 0.197 -0.030 0.317 0.008 -0.069 -0.158 0.008 0.134 0.025 0.019 0.059 0.083 -0.048 -0.031 0.014 0.050 -0.060 0.238 -0.013 -0.020 0.114 -0.126 1.000 -0.019 | -| omega_p | -0.011 -0.050 -0.041 0.049 0.008 0.025 0.002 -0.019 -0.014 0.026 0.026 -0.026 0.033 0.688 0.023 0.025 0.008 -0.089 0.053 0.018 0.308 0.063 -0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2837207023187156}), (, {'error': 2.265824474535981}), (, {'error': 0.2790974577368006}), (, {'error': 0.26628410138677583}), (, {'error': 0.18695776326289498}), (, {'error': 0.021692530030098967}), (, {'error': 0.35656448689929476}), (, {'error': 0.16698854588192713}), (, {'error': 0.24400578560456054}), (, {'error': 0.15530024280990862}), (, {'error': 0.4660892278393548}), (, {'error': 0.1898331966802584}), (, {'error': 0.06822199034211751}), (, {'error': 1.1705422930160614}), (, {'error': 0.04075271306449135}), (, {'error': 0.9494910672480223}), (, {'error': 0.9830419188973769}), (, {'error': 0.22343885373281935}), (, {'error': 0.4678067845439288}), (, {'error': 0.2462489415365745}), (, {'error': 0.37349646878509446}), (, {'error': 0.010029653815116779}), (, {'error': 0.05831871600885463}), (, {'error': 0.3194102736835136})]) -Toy 16/25 -Time taken: 1 h, 59 min -Projected time left: 1 h, 6 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1252 (1252 total) | -| EDM = 0.00152 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297358.8686431757 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.86 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 0.9 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.016 | 0.278 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.32 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.14 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.83 | 0.03 | | | -2 | 2 | | -| 6 | p4040_p | -3.01 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.10 | 0.21 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.02 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -6.28 | 0.25 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.58 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.413 | 0.016 | | | -2 | 2 | | -| 22| bplus_2 | 0.16 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 0.04 | 0.31 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.474 0.406 -0.427 -0.085 0.466 0.352 0.268 0.007 0.143 0.163 0.118 -0.185 0.105 -0.034 -0.552 0.113 0.029 -0.509 0.108 -0.210 0.449 -0.153 0.034 | -| Dbar_p | -0.474 1.000 -0.844 0.843 -0.063 -0.833 -0.383 -0.604 -0.013 0.303 -0.370 -0.426 0.550 -0.200 0.088 0.454 -0.233 -0.033 0.891 -0.101 0.391 -0.816 0.097 -0.058 | -| Ctt | 0.406 -0.844 1.000 -0.812 0.175 0.776 0.256 0.638 0.012 -0.436 0.337 0.545 -0.642 0.173 -0.019 -0.481 0.193 0.042 -0.853 -0.009 -0.350 0.759 -0.381 0.053 | -| p3770_p | -0.427 0.843 -0.812 1.000 -0.098 -0.823 -0.261 -0.613 -0.013 0.420 -0.343 -0.491 0.648 -0.195 0.194 0.551 -0.229 -0.033 0.939 -0.055 0.381 -0.803 0.122 -0.056 | -| p4415_s | -0.085 -0.063 0.175 -0.098 1.000 0.002 0.065 0.262 0.001 -0.089 0.012 0.131 -0.111 0.005 -0.014 -0.013 0.007 -0.002 -0.084 0.000 -0.009 0.004 0.094 0.000 | -| bplus_1 | 0.466 -0.833 0.776 -0.823 0.002 1.000 0.321 0.554 0.012 -0.286 0.297 0.399 -0.580 0.174 -0.150 -0.548 0.209 0.015 -0.878 0.006 -0.343 0.598 -0.221 0.046 | -| p4040_p | 0.352 -0.383 0.256 -0.261 0.065 0.321 1.000 0.458 0.004 0.062 0.119 0.043 -0.042 0.075 -0.054 -0.469 0.079 0.021 -0.351 0.118 -0.150 0.310 -0.040 0.025 | -| p4160_s | 0.268 -0.604 0.638 -0.613 0.262 0.554 0.458 1.000 0.009 -0.280 0.227 0.245 -0.424 0.128 -0.131 -0.476 0.139 0.034 -0.664 0.049 -0.256 0.538 -0.127 0.040 | -| phi_p | 0.007 -0.013 0.012 -0.013 0.001 0.012 0.004 0.009 1.000 -0.006 0.005 0.006 -0.009 0.012 -0.003 -0.008 -0.172 -0.002 -0.014 -0.000 -0.009 0.014 -0.000 0.001 | -| p4160_p | 0.143 0.303 -0.436 0.420 -0.089 -0.286 0.062 -0.280 -0.006 1.000 -0.141 -0.472 0.493 -0.068 0.154 -0.104 -0.082 -0.011 0.366 0.132 0.133 -0.279 0.047 -0.018 | -| DDstar_s | 0.163 -0.370 0.337 -0.343 0.012 0.297 0.119 0.227 0.005 -0.141 1.000 0.158 -0.278 0.071 -0.082 -0.195 0.087 0.009 -0.378 0.009 -0.140 0.293 -0.028 0.019 | -| p4040_s | 0.118 -0.426 0.545 -0.491 0.131 0.399 0.043 0.245 0.006 -0.472 0.158 1.000 -0.333 0.094 -0.050 -0.346 0.106 0.021 -0.505 0.107 -0.186 0.388 -0.060 0.028 | -| jpsi_p | -0.185 0.550 -0.642 0.648 -0.111 -0.580 -0.042 -0.424 -0.009 0.493 -0.278 -0.333 1.000 -0.142 0.282 0.135 -0.173 -0.022 0.654 0.198 0.268 -0.585 0.215 -0.042 | -| omega_s | 0.105 -0.200 0.173 -0.195 0.005 0.174 0.075 0.128 0.012 -0.068 0.071 0.094 -0.142 1.000 -0.035 -0.134 0.095 0.162 -0.208 0.002 -0.379 0.206 0.001 0.613 | -| psi2s_p | -0.034 0.088 -0.019 0.194 -0.014 -0.150 -0.054 -0.131 -0.003 0.154 -0.082 -0.050 0.282 -0.035 1.000 -0.064 -0.041 -0.008 0.172 -0.157 0.069 -0.147 0.048 -0.010 | -| DDstar_p | -0.552 0.454 -0.481 0.551 -0.013 -0.548 -0.469 -0.476 -0.008 -0.104 -0.195 -0.346 0.135 -0.134 -0.064 1.000 -0.161 -0.016 0.661 -0.166 0.257 -0.541 0.051 -0.040 | -| phi_s | 0.113 -0.233 0.193 -0.229 0.007 0.209 0.079 0.139 -0.172 -0.082 0.087 0.106 -0.173 0.095 -0.041 -0.161 1.000 0.036 -0.245 -0.009 -0.116 0.238 0.082 0.047 | -| rho_p | 0.029 -0.033 0.042 -0.033 -0.002 0.015 0.021 0.034 -0.002 -0.011 0.009 0.021 -0.022 0.162 -0.008 -0.016 0.036 1.000 -0.034 0.010 0.057 0.042 -0.117 0.013 | -| Dbar_s | -0.509 0.891 -0.853 0.939 -0.084 -0.878 -0.351 -0.664 -0.014 0.366 -0.378 -0.505 0.654 -0.208 0.172 0.661 -0.245 -0.034 1.000 -0.003 0.410 -0.863 0.146 -0.060 | -| p3770_s | 0.108 -0.101 -0.009 -0.055 0.000 0.006 0.118 0.049 -0.000 0.132 0.009 0.107 0.198 0.002 -0.157 -0.166 -0.009 0.010 -0.003 1.000 -0.009 0.006 0.043 0.004 | -| rho_s | -0.210 0.391 -0.350 0.381 -0.009 -0.343 -0.150 -0.256 -0.009 0.133 -0.140 -0.186 0.268 -0.379 0.069 0.257 -0.116 0.057 0.410 -0.009 1.000 -0.415 0.036 -0.110 | -| bplus_0 | 0.449 -0.816 0.759 -0.803 0.004 0.598 0.310 0.538 0.014 -0.279 0.293 0.388 -0.585 0.206 -0.147 -0.541 0.238 0.042 -0.863 0.006 -0.415 1.000 -0.202 0.061 | -| bplus_2 | -0.153 0.097 -0.381 0.122 0.094 -0.221 -0.040 -0.127 -0.000 0.047 -0.028 -0.060 0.215 0.001 0.048 0.051 0.082 -0.117 0.146 0.043 0.036 -0.202 1.000 -0.030 | -| omega_p | 0.034 -0.058 0.053 -0.056 0.000 0.046 0.025 0.040 0.001 -0.018 0.019 0.028 -0.042 0.613 -0.010 -0.040 0.047 0.013 -0.060 0.004 -0.110 0.061 -0.030 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2135700121710844}), (, {'error': 0.7973664619482115}), (, {'error': 0.27825526692702773}), (, {'error': 0.30045280350107273}), (, {'error': 0.1781081563501299}), (, {'error': 0.03346975227991722}), (, {'error': 0.18993338391028547}), (, {'error': 0.20563260861203847}), (, {'error': 0.11801895899635095}), (, {'error': 0.11920958522154801}), (, {'error': 0.1008809815822087}), (, {'error': 0.18331718734023855}), (, {'error': 0.03567988450553283}), (, {'error': 1.111083630598841}), (, {'error': 0.03189818064420891}), (, {'error': 0.6315197113086208}), (, {'error': 0.8523800953620988}), (, {'error': 0.2478544349081937}), (, {'error': 0.5661367523705862}), (, {'error': 0.2285008613019326}), (, {'error': 0.34842326812587365}), (, {'error': 0.015672717676048054}), (, {'error': 0.057874111872196154}), (, {'error': 0.3112096530206734})]) -Toy 17/25 -Time taken: 2 h, 7 min -Projected time left: 59 min, 52 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1492 (1492 total) | -| EDM = 4.42E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297478.8483476814 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.23 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -4.49 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.51 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.75 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.10 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 6 | p4040_p | -2.34 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.11 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 5.79 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.67 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.649 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.928 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -1.55 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -6.09 | 0.24 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.01 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.45 | 0.04 | | | -2 | 2 | | -| 22| bplus_2 | 0.20 | 0.09 | | | -2 | 2 | | -| 23| omega_p | -6.28 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.107 0.015 0.037 -0.147 0.094 0.147 -0.135 0.004 0.289 0.018 -0.189 -0.015 0.016 -0.080 -0.113 -0.022 0.058 0.008 -0.012 0.024 -0.013 -0.229 0.004 | -| Dbar_p | -0.107 1.000 -0.307 0.232 0.046 -0.068 -0.125 -0.066 0.007 -0.052 0.002 -0.063 0.149 -0.023 -0.060 -0.148 -0.019 -0.012 0.021 -0.092 0.041 -0.059 0.056 -0.003 | -| Ctt | 0.015 -0.307 1.000 -0.226 0.188 0.072 -0.216 0.250 0.003 -0.323 -0.006 0.351 0.255 0.026 0.249 -0.063 -0.043 0.106 -0.001 -0.114 0.045 0.034 -0.659 0.006 | -| p3770_p | 0.037 0.232 -0.226 1.000 -0.074 -0.094 0.137 -0.054 -0.005 0.170 0.025 -0.154 -0.003 -0.005 -0.019 0.174 0.004 -0.017 0.031 -0.226 -0.012 0.035 0.075 -0.002 | -| p4415_s | -0.147 0.046 0.188 -0.074 1.000 -0.059 0.011 0.320 0.003 -0.083 -0.002 0.187 -0.015 -0.014 0.036 -0.020 -0.009 -0.013 -0.001 0.020 0.020 -0.035 0.104 -0.002 | -| bplus_1 | 0.094 -0.068 0.072 -0.094 -0.059 1.000 0.047 0.017 0.028 0.032 -0.007 0.030 -0.049 -0.208 0.025 -0.157 -0.093 -0.269 -0.004 -0.027 0.171 -0.931 -0.080 -0.032 | -| p4040_p | 0.147 -0.125 -0.216 0.137 0.011 0.047 1.000 0.335 0.001 0.183 0.018 -0.221 -0.094 0.004 -0.213 0.016 -0.007 0.015 0.012 -0.057 0.004 -0.015 -0.015 0.001 | -| p4160_s | -0.135 -0.066 0.250 -0.054 0.320 0.017 0.335 1.000 0.008 -0.137 0.003 0.041 -0.022 0.005 -0.052 -0.081 -0.030 0.051 -0.000 0.023 0.045 -0.036 -0.137 0.002 | -| phi_p | 0.004 0.007 0.003 -0.005 0.003 0.028 0.001 0.008 1.000 -0.003 0.001 0.006 -0.028 -0.014 -0.001 0.005 0.499 0.065 0.001 0.002 0.060 -0.036 -0.020 -0.005 | -| p4160_p | 0.289 -0.052 -0.323 0.170 -0.083 0.032 0.183 -0.137 -0.003 1.000 0.036 -0.529 -0.057 0.007 -0.151 0.069 0.001 0.008 0.021 -0.033 -0.010 0.014 -0.018 0.001 | -| DDstar_s | 0.018 0.002 -0.006 0.025 -0.002 -0.007 0.018 0.003 0.001 0.036 1.000 -0.002 0.049 -0.001 0.020 0.033 0.000 -0.001 -0.001 0.023 0.001 0.000 0.005 -0.000 | -| p4040_s | -0.189 -0.063 0.351 -0.154 0.187 0.030 -0.221 0.041 0.006 -0.529 -0.002 1.000 -0.001 -0.000 0.023 -0.150 -0.023 0.033 -0.004 0.113 0.036 -0.043 -0.099 0.001 | -| jpsi_p | -0.015 0.149 0.255 -0.003 -0.015 -0.049 -0.094 -0.022 -0.028 -0.057 0.049 -0.001 1.000 -0.028 -0.021 0.010 0.014 -0.084 0.042 -0.065 -0.065 0.089 -0.155 -0.009 | -| omega_s | 0.016 -0.023 0.026 -0.005 -0.014 -0.208 0.004 0.005 -0.014 0.007 -0.001 -0.000 -0.028 1.000 -0.006 -0.054 0.066 0.576 0.000 0.001 -0.087 0.233 -0.096 0.228 | -| psi2s_p | -0.080 -0.060 0.249 -0.019 0.036 0.025 -0.213 -0.052 -0.001 -0.151 0.020 0.023 -0.021 -0.006 1.000 -0.068 -0.007 -0.003 0.021 -0.442 0.006 -0.017 -0.042 -0.001 | -| DDstar_p | -0.113 -0.148 -0.063 0.174 -0.020 -0.157 0.016 -0.081 0.005 0.069 0.033 -0.150 0.010 -0.054 -0.068 1.000 -0.012 -0.076 0.003 0.097 0.048 -0.098 0.260 -0.010 | -| phi_s | -0.022 -0.019 -0.043 0.004 -0.009 -0.093 -0.007 -0.030 0.499 0.001 0.000 -0.023 0.014 0.066 -0.007 -0.012 1.000 0.111 -0.000 -0.014 0.053 0.100 0.079 0.011 | -| rho_p | 0.058 -0.012 0.106 -0.017 -0.013 -0.269 0.015 0.051 0.065 0.008 -0.001 0.033 -0.084 0.576 -0.003 -0.076 0.111 1.000 0.001 0.019 0.257 0.298 -0.296 0.061 | -| Dbar_s | 0.008 0.021 -0.001 0.031 -0.001 -0.004 0.012 -0.000 0.001 0.021 -0.001 -0.004 0.042 0.000 0.021 0.003 -0.000 0.001 1.000 0.021 0.001 0.001 0.001 0.000 | -| p3770_s | -0.012 -0.092 -0.114 -0.226 0.020 -0.027 -0.057 0.023 0.002 -0.033 0.023 0.113 -0.065 0.001 -0.442 0.097 -0.014 0.019 0.021 1.000 0.016 -0.013 0.052 0.000 | -| rho_s | 0.024 0.041 0.045 -0.012 0.020 0.171 0.004 0.045 0.060 -0.010 0.001 0.036 -0.065 -0.087 0.006 0.048 0.053 0.257 0.001 0.016 1.000 -0.209 -0.109 -0.021 | -| bplus_0 | -0.013 -0.059 0.034 0.035 -0.035 -0.931 -0.015 -0.036 -0.036 0.014 0.000 -0.043 0.089 0.233 -0.017 -0.098 0.100 0.298 0.001 -0.013 -0.209 1.000 -0.124 0.036 | -| bplus_2 | -0.229 0.056 -0.659 0.075 0.104 -0.080 -0.015 -0.137 -0.020 -0.018 0.005 -0.099 -0.155 -0.096 -0.042 0.260 0.079 -0.296 0.001 0.052 -0.109 -0.124 1.000 -0.020 | -| omega_p | 0.004 -0.003 0.006 -0.002 -0.002 -0.032 0.001 0.002 -0.005 0.001 -0.000 0.001 -0.009 0.228 -0.001 -0.010 0.011 0.061 0.000 0.000 -0.021 0.036 -0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19292759011949157}), (, {'error': 0.2932423862623974}), (, {'error': 0.19750692101384165}), (, {'error': 0.10179930846103424}), (, {'error': 0.19857687692211606}), (, {'error': 0.06492435943803487}), (, {'error': 0.27508260815023866}), (, {'error': 0.1738754614584065}), (, {'error': 0.18792762665438456}), (, {'error': 0.10349798554335621}), (, {'error': 0.020918670121404026}), (, {'error': 0.17932925315390658}), (, {'error': 0.023697808119443664}), (, {'error': 1.0577520194347891}), (, {'error': 0.031133611857252497}), (, {'error': 0.3091281560518353}), (, {'error': 0.9616289667186235}), (, {'error': 0.23588263048818447}), (, {'error': 0.015673194309374167}), (, {'error': 0.23261788944181738}), (, {'error': 0.34991129174373337}), (, {'error': 0.035060981571349625}), (, {'error': 0.08842593158250223}), (, {'error': 0.25670699605347025})]) -Toy 18/25 -Time taken: 2 h, 16 min -Projected time left: 53 min, 5 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1407 (1407 total) | -| EDM = 2.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297349.3902746991 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.15 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.75 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.62 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.11 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | -| 6 | p4040_p | 4.08 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.12 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.42 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.618 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.882 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 5.89 | 0.31 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.09 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 22| bplus_2 | 0.25 | 0.09 | | | -2 | 2 | | -| 23| omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.116 0.009 0.022 -0.157 0.114 0.157 -0.109 0.001 0.294 0.022 -0.162 -0.005 0.008 -0.063 -0.134 -0.022 0.048 0.010 -0.009 -0.017 -0.007 -0.231 -0.000 | -| Dbar_p | -0.116 1.000 -0.361 0.266 0.037 -0.072 -0.121 -0.097 -0.000 -0.041 -0.001 -0.105 0.149 -0.025 -0.087 -0.215 -0.029 0.021 0.035 -0.125 0.052 -0.061 0.066 0.001 | -| Ctt | 0.009 -0.361 1.000 -0.237 0.205 0.085 -0.245 0.247 0.002 -0.347 -0.010 0.343 0.258 0.007 0.231 -0.020 -0.050 0.103 -0.008 -0.107 -0.021 0.039 -0.667 -0.001 | -| p3770_p | 0.022 0.266 -0.237 1.000 -0.074 -0.113 0.137 -0.057 -0.001 0.165 0.044 -0.153 -0.011 -0.005 -0.049 0.175 0.004 -0.014 0.051 -0.270 0.006 0.029 0.090 0.000 | -| p4415_s | -0.157 0.037 0.205 -0.074 1.000 -0.052 -0.011 0.326 0.000 -0.110 -0.004 0.195 -0.008 -0.013 0.028 -0.039 -0.017 0.013 -0.001 0.012 0.027 -0.033 0.066 0.000 | -| bplus_1 | 0.114 -0.072 0.085 -0.113 -0.052 1.000 0.043 0.040 -0.002 0.028 -0.016 0.056 -0.044 -0.171 0.041 -0.188 -0.127 -0.058 -0.006 -0.015 0.322 -0.916 -0.097 0.005 | -| p4040_p | 0.157 -0.121 -0.245 0.137 -0.011 0.043 1.000 0.324 -0.000 0.197 0.031 -0.194 -0.100 0.003 -0.198 0.029 -0.001 0.001 0.019 -0.059 -0.007 -0.010 0.019 -0.000 | -| p4160_s | -0.109 -0.097 0.247 -0.057 0.326 0.040 0.324 1.000 0.001 -0.118 0.002 0.042 -0.015 -0.005 -0.061 -0.095 -0.040 0.065 -0.002 0.012 0.010 -0.034 -0.169 -0.000 | -| phi_p | 0.001 -0.000 0.002 -0.001 0.000 -0.002 -0.000 0.001 1.000 -0.001 -0.000 0.001 -0.007 0.002 -0.001 -0.002 0.187 0.030 0.000 0.000 0.002 0.002 -0.006 -0.001 | -| p4160_p | 0.294 -0.041 -0.347 0.165 -0.110 0.028 0.197 -0.118 -0.001 1.000 0.053 -0.510 -0.063 0.007 -0.129 0.063 0.011 -0.014 0.031 -0.027 -0.017 0.017 0.024 -0.000 | -| DDstar_s | 0.022 -0.001 -0.010 0.044 -0.004 -0.016 0.031 0.002 -0.000 0.053 1.000 -0.006 0.070 -0.003 0.027 0.057 -0.001 -0.001 -0.002 0.036 0.005 -0.002 0.016 0.000 | -| p4040_s | -0.162 -0.105 0.343 -0.153 0.195 0.056 -0.194 0.042 0.001 -0.510 -0.006 1.000 -0.000 -0.005 -0.001 -0.172 -0.033 0.051 -0.006 0.100 0.010 -0.041 -0.138 -0.000 | -| jpsi_p | -0.005 0.149 0.258 -0.011 -0.008 -0.044 -0.100 -0.015 -0.007 -0.063 0.070 -0.000 1.000 -0.003 -0.023 -0.048 0.031 -0.075 0.061 -0.074 -0.019 0.101 -0.192 0.001 | -| omega_s | 0.008 -0.025 0.007 -0.005 -0.013 -0.171 0.003 -0.005 0.002 0.007 -0.003 -0.005 -0.003 1.000 -0.002 -0.048 0.077 0.217 -0.001 -0.003 -0.475 0.201 -0.042 -0.096 | -| psi2s_p | -0.063 -0.087 0.231 -0.049 0.028 0.041 -0.198 -0.061 -0.001 -0.129 0.027 -0.001 -0.023 -0.002 1.000 -0.101 -0.005 0.002 0.030 -0.421 0.002 -0.012 -0.048 0.000 | -| DDstar_p | -0.134 -0.215 -0.020 0.175 -0.039 -0.188 0.029 -0.095 -0.002 0.063 0.057 -0.172 -0.048 -0.048 -0.101 1.000 -0.020 -0.017 0.002 0.080 0.102 -0.097 0.281 0.002 | -| phi_s | -0.022 -0.029 -0.050 0.004 -0.017 -0.127 -0.001 -0.040 0.187 0.011 -0.001 -0.033 0.031 0.077 -0.005 -0.020 1.000 0.059 -0.001 -0.015 -0.071 0.144 0.097 -0.005 | -| rho_p | 0.048 0.021 0.103 -0.014 0.013 -0.058 0.001 0.065 0.030 -0.014 -0.001 0.051 -0.075 0.217 0.002 -0.017 0.059 1.000 0.001 0.018 0.120 0.056 -0.257 0.011 | -| Dbar_s | 0.010 0.035 -0.008 0.051 -0.001 -0.006 0.019 -0.002 0.000 0.031 -0.002 -0.006 0.061 -0.001 0.030 0.002 -0.001 0.001 1.000 0.029 0.002 -0.001 0.004 -0.000 | -| p3770_s | -0.009 -0.125 -0.107 -0.270 0.012 -0.015 -0.059 0.012 0.000 -0.027 0.036 0.100 -0.074 -0.003 -0.421 0.080 -0.015 0.018 0.029 1.000 0.005 -0.017 0.066 0.000 | -| rho_s | -0.017 0.052 -0.021 0.006 0.027 0.322 -0.007 0.010 0.002 -0.017 0.005 0.010 -0.019 -0.475 0.002 0.102 -0.071 0.120 0.002 0.005 1.000 -0.390 0.077 0.022 | -| bplus_0 | -0.007 -0.061 0.039 0.029 -0.033 -0.916 -0.010 -0.034 0.002 0.017 -0.002 -0.041 0.101 0.201 -0.012 -0.097 0.144 0.056 -0.001 -0.017 -0.390 1.000 -0.139 -0.006 | -| bplus_2 | -0.231 0.066 -0.667 0.090 0.066 -0.097 0.019 -0.169 -0.006 0.024 0.016 -0.138 -0.192 -0.042 -0.048 0.281 0.097 -0.257 0.004 0.066 0.077 -0.139 1.000 0.003 | -| omega_p | -0.000 0.001 -0.001 0.000 0.000 0.005 -0.000 -0.000 -0.001 -0.000 0.000 -0.000 0.001 -0.096 0.000 0.002 -0.005 0.011 -0.000 0.000 0.022 -0.006 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1895398825312089}), (, {'error': 0.34627639553651823}), (, {'error': 0.21107622856909536}), (, {'error': 0.1030479803116573}), (, {'error': 0.1967821602008496}), (, {'error': 0.06280380503171812}), (, {'error': 0.22669663617477642}), (, {'error': 0.1695949079982101}), (, {'error': 0.11184405920279916}), (, {'error': 0.10321097698531201}), (, {'error': 0.030763968587467105}), (, {'error': 0.17285326815605995}), (, {'error': 0.02393557174142069}), (, {'error': 0.9864896902784985}), (, {'error': 0.03127962083089031}), (, {'error': 0.35503360729921374}), (, {'error': 0.8843887496064227}), (, {'error': 0.3110372183974244}), (, {'error': 0.02305422479421748}), (, {'error': 0.23247353347397492}), (, {'error': 0.3402988882275143}), (, {'error': 0.03267200213740595}), (, {'error': 0.08908726563489777}), (, {'error': 0.09122325502926376})]) -Toy 19/25 -Time taken: 2 h, 24 min -Projected time left: 45 min, 42 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1332 (1332 total) | -| EDM = 0.00699 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297100.11082417844 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.39 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | 6.28 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.25 | 0.19 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.18 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.30 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.90 | 0.05 | | | -2 | 2 | | -| 6 | p4040_p | 3.41 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | -5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.42 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.92 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.578 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -1.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 18.8 | 1.4 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.41 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.461 | 0.019 | | | -2 | 2 | | -| 22| bplus_2 | -0.22 | 0.09 | | | -2 | 2 | | -| 23| omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.077 -0.086 0.096 -0.164 -0.081 0.134 -0.205 -0.009 0.310 0.101 -0.260 0.015 -0.008 -0.089 0.020 -0.022 -0.016 -0.073 -0.023 0.008 0.039 0.155 0.002 | -| Dbar_p | 0.077 1.000 -0.015 0.124 -0.016 -0.008 0.105 -0.006 0.003 0.131 -0.017 -0.033 0.195 0.001 0.089 -0.024 0.003 0.001 0.033 0.092 -0.004 -0.002 -0.013 0.000 | -| Ctt | -0.086 -0.015 1.000 -0.149 0.232 -0.222 -0.228 0.262 0.002 -0.391 -0.058 0.366 -0.337 -0.010 0.288 -0.249 -0.031 -0.041 -0.195 -0.120 0.005 0.015 0.665 0.011 | -| p3770_p | 0.096 0.124 -0.149 1.000 -0.079 0.270 0.220 -0.073 -0.001 0.332 0.091 -0.186 0.058 -0.000 0.010 0.484 0.003 -0.001 0.077 -0.165 0.064 0.038 -0.176 0.015 | -| p4415_s | -0.164 -0.016 0.232 -0.079 1.000 0.048 0.032 0.328 -0.003 -0.088 -0.019 0.173 -0.057 -0.001 0.042 -0.103 -0.008 -0.007 0.024 0.019 0.013 0.018 -0.042 0.005 | -| bplus_1 | -0.081 -0.008 -0.222 0.270 0.048 1.000 0.088 -0.070 0.005 0.191 0.046 -0.108 0.111 -0.001 -0.008 0.633 0.023 0.002 0.040 0.133 -0.074 -0.705 -0.487 -0.027 | -| p4040_p | 0.134 0.105 -0.228 0.220 0.032 0.088 1.000 0.294 -0.009 0.223 0.103 -0.264 0.047 -0.005 -0.192 0.221 -0.014 -0.008 -0.095 -0.041 0.031 0.043 -0.073 0.006 | -| p4160_s | -0.205 -0.006 0.262 -0.073 0.328 -0.070 0.294 1.000 -0.008 -0.207 -0.000 0.037 -0.081 -0.007 -0.034 -0.172 -0.028 -0.023 -0.037 -0.001 0.012 0.046 0.148 0.006 | -| phi_p | -0.009 0.003 0.002 -0.001 -0.003 0.005 -0.009 -0.008 1.000 -0.005 0.003 -0.004 -0.040 -0.030 -0.005 0.002 0.825 0.085 -0.002 -0.009 -0.058 -0.014 -0.021 0.001 | -| p4160_p | 0.310 0.131 -0.391 0.332 -0.088 0.191 0.223 -0.207 -0.005 1.000 0.162 -0.584 0.133 -0.002 -0.130 0.453 -0.002 0.000 -0.062 0.027 0.046 0.035 -0.171 0.008 | -| DDstar_s | 0.101 -0.017 -0.058 0.091 -0.019 0.046 0.103 -0.000 0.003 0.162 1.000 -0.028 0.160 0.002 0.050 0.107 0.005 0.002 0.002 0.073 0.007 -0.003 -0.044 0.003 | -| p4040_s | -0.260 -0.033 0.366 -0.186 0.173 -0.108 -0.264 0.037 -0.004 -0.584 -0.028 1.000 -0.054 -0.005 0.063 -0.281 -0.018 -0.015 -0.007 0.093 -0.008 0.020 0.141 0.001 | -| jpsi_p | 0.015 0.195 -0.337 0.058 -0.057 0.111 0.047 -0.081 -0.040 0.133 0.160 -0.054 1.000 -0.025 0.017 0.143 -0.048 -0.001 0.007 0.140 0.019 0.061 -0.236 -0.015 | -| omega_s | -0.008 0.001 -0.010 -0.000 -0.001 -0.001 -0.005 -0.007 -0.030 -0.002 0.002 -0.005 -0.025 1.000 -0.005 0.007 0.009 -0.019 -0.002 -0.005 0.114 0.007 -0.027 0.788 | -| psi2s_p | -0.089 0.089 0.288 0.010 0.042 -0.008 -0.192 -0.034 -0.005 -0.130 0.050 0.063 0.017 -0.005 1.000 -0.032 -0.010 -0.005 -0.063 -0.310 0.006 0.009 0.061 -0.000 | -| DDstar_p | 0.020 -0.024 -0.249 0.484 -0.103 0.633 0.221 -0.172 0.002 0.453 0.107 -0.281 0.143 0.007 -0.032 1.000 0.016 -0.001 -0.136 0.214 0.124 0.012 -0.500 0.032 | -| phi_s | -0.022 0.003 -0.031 0.003 -0.008 0.023 -0.014 -0.028 0.825 -0.002 0.005 -0.018 -0.048 0.009 -0.010 0.016 1.000 0.066 -0.006 -0.016 -0.065 -0.028 -0.089 0.022 | -| rho_p | -0.016 0.001 -0.041 -0.001 -0.007 0.002 -0.008 -0.023 0.085 0.000 0.002 -0.015 -0.001 -0.019 -0.005 -0.001 0.066 1.000 -0.006 -0.010 -0.188 -0.012 -0.084 -0.026 | -| Dbar_s | -0.073 0.033 -0.195 0.077 0.024 0.040 -0.095 -0.037 -0.002 -0.062 0.002 -0.007 0.007 -0.002 -0.063 -0.136 -0.006 -0.006 1.000 -0.099 0.015 0.013 -0.004 0.004 | -| p3770_s | -0.023 0.092 -0.120 -0.165 0.019 0.133 -0.041 -0.001 -0.009 0.027 0.073 0.093 0.140 -0.005 -0.310 0.214 -0.016 -0.010 -0.099 1.000 0.039 0.054 -0.135 0.009 | -| rho_s | 0.008 -0.004 0.005 0.064 0.013 -0.074 0.031 0.012 -0.058 0.046 0.007 -0.008 0.019 0.114 0.006 0.124 -0.065 -0.188 0.015 0.039 1.000 0.243 -0.014 0.450 | -| bplus_0 | 0.039 -0.002 0.015 0.038 0.018 -0.705 0.043 0.046 -0.014 0.035 -0.003 0.020 0.061 0.007 0.009 0.012 -0.028 -0.012 0.013 0.054 0.243 1.000 0.029 0.074 | -| bplus_2 | 0.155 -0.013 0.665 -0.176 -0.042 -0.487 -0.073 0.148 -0.021 -0.171 -0.044 0.141 -0.236 -0.027 0.061 -0.500 -0.089 -0.084 -0.004 -0.135 -0.014 0.029 1.000 0.008 | -| omega_p | 0.002 0.000 0.011 0.015 0.005 -0.027 0.006 0.006 0.001 0.008 0.003 0.001 -0.015 0.788 -0.000 0.032 0.022 -0.026 0.004 0.009 0.450 0.074 0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16362796510657884}), (, {'error': 0.301062775406824}), (, {'error': 0.19236387054434467}), (, {'error': 0.12710697656896386}), (, {'error': 0.18989751944077127}), (, {'error': 0.04779773117813568}), (, {'error': 0.1959259603980712}), (, {'error': 0.16531845460453964}), (, {'error': 0.3164033938482733}), (, {'error': 0.10939664184106945}), (, {'error': 0.09812018821752602}), (, {'error': 0.18015414237616229}), (, {'error': 0.025124469463191357}), (, {'error': 3.773085577891595}), (, {'error': 0.03294240237095192}), (, {'error': 0.6019432793448001}), (, {'error': 1.3968608283888955}), (, {'error': 0.2831234994580072}), (, {'error': 0.37994284815123464}), (, {'error': 0.23029375463490842}), (, {'error': 0.3552554000995265}), (, {'error': 0.018578501099826505}), (, {'error': 0.08719217242520938}), (, {'error': 0.3718376643912058})]) -Toy 20/25 -Time taken: 2 h, 32 min -Projected time left: 38 min, 5 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1411 (1411 total) | -| EDM = 0.000116 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297380.20456260885 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.27 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.48 | 0.21 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.76 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.08 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.68 | 0.05 | | | -2 | 2 | | -| 6 | p4040_p | -2.36 | 0.15 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 5.92 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.15 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.22 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -1.646 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.4 | 1.9 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 16.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -2.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.20 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.360 | 0.026 | | | -2 | 2 | | -| 22| bplus_2 | 0.23 | 0.08 | | | -2 | 2 | | -| 23| omega_p | 0.29 | 0.41 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.125 0.060 0.008 -0.150 0.199 0.156 -0.133 0.015 0.290 0.015 -0.152 -0.008 -0.034 -0.052 -0.167 -0.027 0.070 0.008 0.002 -0.090 -0.108 -0.258 -0.019 | -| Dbar_p | -0.125 1.000 -0.341 0.237 0.060 -0.137 -0.146 -0.051 0.011 -0.092 -0.000 -0.057 0.111 -0.032 -0.100 -0.199 -0.013 0.066 0.033 -0.129 -0.063 0.003 0.035 -0.019 | -| Ctt | 0.060 -0.341 1.000 -0.217 0.174 0.148 -0.206 0.291 0.021 -0.275 -0.010 0.357 0.255 -0.050 0.271 -0.017 -0.046 0.103 -0.010 -0.088 -0.163 -0.043 -0.666 -0.028 | -| p3770_p | 0.008 0.237 -0.217 1.000 -0.064 -0.150 0.127 -0.069 -0.009 0.135 0.035 -0.147 -0.021 0.017 -0.023 0.150 0.008 -0.040 0.046 -0.246 0.032 0.096 0.075 0.008 | -| p4415_s | -0.150 0.060 0.174 -0.064 1.000 -0.122 -0.009 0.326 0.003 -0.076 -0.003 0.196 -0.011 -0.009 0.035 -0.005 -0.003 0.019 0.000 0.017 -0.018 0.023 0.103 -0.005 | -| bplus_1 | 0.199 -0.137 0.148 -0.150 -0.122 1.000 0.096 0.031 0.047 0.103 -0.024 0.048 -0.064 -0.240 0.058 -0.320 -0.090 0.456 -0.010 -0.015 -0.185 -0.923 -0.282 -0.134 | -| p4040_p | 0.156 -0.146 -0.206 0.127 -0.009 0.096 1.000 0.291 0.002 0.210 0.032 -0.192 -0.105 -0.009 -0.204 -0.016 -0.008 0.016 0.022 -0.037 -0.017 -0.056 -0.014 -0.006 | -| p4160_s | -0.133 -0.051 0.291 -0.069 0.326 0.031 0.291 1.000 0.019 -0.168 -0.000 0.133 -0.011 -0.041 -0.024 -0.079 -0.029 0.088 -0.002 0.037 -0.115 -0.061 -0.161 -0.023 | -| phi_p | 0.015 0.011 0.021 -0.009 0.003 0.047 0.002 0.019 1.000 -0.002 0.000 0.016 -0.038 -0.069 0.001 0.003 0.533 0.107 0.001 0.005 -0.133 -0.062 -0.059 -0.041 | -| p4160_p | 0.290 -0.092 -0.275 0.135 -0.076 0.103 0.210 -0.168 -0.002 1.000 0.045 -0.512 -0.068 0.001 -0.142 -0.014 -0.003 -0.006 0.028 -0.023 0.003 -0.035 -0.040 0.000 | -| DDstar_s | 0.015 -0.000 -0.010 0.035 -0.003 -0.024 0.032 -0.000 0.000 0.045 1.000 -0.006 0.056 -0.000 0.019 0.045 0.001 0.001 -0.001 0.031 0.000 0.009 0.014 0.000 | -| p4040_s | -0.152 -0.057 0.357 -0.147 0.196 0.048 -0.192 0.133 0.016 -0.512 -0.006 1.000 0.015 -0.036 0.034 -0.137 -0.024 0.076 -0.007 0.118 -0.094 -0.065 -0.137 -0.020 | -| jpsi_p | -0.008 0.111 0.255 -0.021 -0.011 -0.064 -0.105 -0.011 -0.038 -0.068 0.056 0.015 1.000 0.028 -0.008 -0.084 0.015 -0.098 0.054 -0.075 0.127 0.146 -0.152 0.011 | -| omega_s | -0.034 -0.032 -0.050 0.017 -0.009 -0.240 -0.009 -0.041 -0.069 0.001 -0.000 -0.036 0.028 1.000 -0.011 -0.027 0.034 -0.439 -0.000 -0.011 0.283 0.284 0.090 0.841 | -| psi2s_p | -0.052 -0.100 0.271 -0.023 0.035 0.058 -0.204 -0.024 0.001 -0.142 0.019 0.034 -0.008 -0.011 1.000 -0.105 -0.007 0.017 0.024 -0.432 -0.014 -0.029 -0.070 -0.007 | -| DDstar_p | -0.167 -0.199 -0.017 0.150 -0.005 -0.320 -0.016 -0.079 0.003 -0.014 0.045 -0.137 -0.084 -0.027 -0.105 1.000 0.001 0.052 0.002 0.080 -0.024 0.064 0.237 -0.017 | -| phi_s | -0.027 -0.013 -0.046 0.008 -0.003 -0.090 -0.008 -0.029 0.533 -0.003 0.001 -0.024 0.015 0.034 -0.007 0.001 1.000 -0.012 -0.000 -0.011 -0.066 0.097 0.084 0.019 | -| rho_p | 0.070 0.066 0.103 -0.040 0.019 0.456 0.016 0.088 0.107 -0.006 0.001 0.076 -0.098 -0.439 0.017 0.052 -0.012 1.000 0.001 0.021 -0.543 -0.549 -0.209 -0.200 | -| Dbar_s | 0.008 0.033 -0.010 0.046 0.000 -0.010 0.022 -0.002 0.001 0.028 -0.001 -0.007 0.054 -0.000 0.024 0.002 -0.000 0.001 1.000 0.027 -0.002 0.003 0.003 -0.000 | -| p3770_s | 0.002 -0.129 -0.088 -0.246 0.017 -0.015 -0.037 0.037 0.005 -0.023 0.031 0.118 -0.075 -0.011 -0.432 0.080 -0.011 0.021 0.027 1.000 -0.036 -0.013 0.033 -0.007 | -| rho_s | -0.090 -0.063 -0.163 0.032 -0.018 -0.185 -0.017 -0.115 -0.133 0.003 0.000 -0.094 0.127 0.283 -0.014 -0.024 -0.066 -0.543 -0.002 -0.036 1.000 0.241 0.374 0.283 | -| bplus_0 | -0.108 0.003 -0.043 0.096 0.023 -0.923 -0.056 -0.061 -0.062 -0.035 0.009 -0.065 0.146 0.284 -0.029 0.064 0.097 -0.549 0.003 -0.013 0.241 1.000 0.100 0.160 | -| bplus_2 | -0.258 0.035 -0.666 0.075 0.103 -0.282 -0.014 -0.161 -0.059 -0.040 0.014 -0.137 -0.152 0.090 -0.070 0.237 0.084 -0.209 0.003 0.033 0.374 0.100 1.000 0.051 | -| omega_p | -0.019 -0.019 -0.028 0.008 -0.005 -0.134 -0.006 -0.023 -0.041 0.000 0.000 -0.020 0.011 0.841 -0.007 -0.017 0.019 -0.200 -0.000 -0.007 0.283 0.160 0.051 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1987808345646671}), (, {'error': 0.33924240641065806}), (, {'error': 0.20689779408566428}), (, {'error': 0.09899628613057221}), (, {'error': 0.2009209230267398}), (, {'error': 0.05350403201915821}), (, {'error': 0.15488722154909063}), (, {'error': 0.1749487380208543}), (, {'error': 0.20495069484968642}), (, {'error': 0.09793643696795407}), (, {'error': 0.027349194199783156}), (, {'error': 0.17403552517823806}), (, {'error': 0.023848735168301882}), (, {'error': 1.9132534908761603}), (, {'error': 0.031702502617774186}), (, {'error': 0.3344943769982187}), (, {'error': 1.0500293125674292}), (, {'error': 0.8428100058503336}), (, {'error': 0.021400502355517825}), (, {'error': 0.23100190580616786}), (, {'error': 0.44994306960139613}), (, {'error': 0.026179609646792668}), (, {'error': 0.07633589212834013}), (, {'error': 0.4107254170363279})]) -Toy 21/25 -Time taken: 2 h, 40 min -Projected time left: 30 min, 36 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1296 (1296 total) | -| EDM = 0.000158 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297196.3404931527 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.07 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -2.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.58 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p3770_p | 3.63 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 0.88 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | -0.74 | 0.03 | | | -2 | 2 | | -| 6 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.03 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.22 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -1.85 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.005 | 0.026 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.64 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -0.12 | 0.59 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 19.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.5 | 0.8 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.29 | 0.27 | | |0.918861 | 4.08114 | | -| 20| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | 0.422 | 0.018 | | | -2 | 2 | | -| 22| bplus_2 | -0.36 | 0.08 | | | -2 | 2 | | -| 23| omega_p | -6.0 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.111 0.039 0.174 -0.170 -0.071 -0.010 -0.171 -0.005 0.377 0.044 0.021 0.212 0.023 0.097 0.227 -0.021 0.067 0.033 0.167 -0.003 0.026 0.165 0.023 | -| Dbar_p | 0.111 1.000 0.409 0.123 -0.079 -0.219 -0.013 -0.053 0.004 0.195 -0.056 0.014 0.266 0.026 0.367 -0.394 0.010 -0.014 0.088 0.364 -0.057 -0.010 -0.024 0.018 | -| Ctt | 0.039 0.409 1.000 -0.081 0.167 -0.196 0.006 0.299 -0.010 -0.250 -0.020 -0.021 -0.301 0.040 0.244 -0.390 -0.032 0.122 0.110 -0.113 -0.013 -0.013 0.676 0.037 | -| p3770_p | 0.174 0.123 -0.081 1.000 -0.110 -0.048 -0.015 -0.063 0.005 0.336 -0.036 0.022 0.269 -0.011 0.221 0.264 0.007 -0.035 -0.084 -0.008 -0.003 0.021 -0.072 -0.010 | -| p4415_s | -0.170 -0.079 0.167 -0.110 1.000 0.137 -0.001 0.361 0.000 -0.114 -0.004 -0.009 -0.128 -0.011 -0.010 -0.062 -0.002 0.003 -0.016 -0.067 0.027 0.010 -0.060 -0.007 | -| bplus_1 | -0.071 -0.219 -0.196 -0.048 0.137 1.000 0.002 0.049 -0.027 -0.053 -0.084 -0.005 0.033 0.148 -0.031 0.165 0.013 0.092 -0.082 -0.052 -0.274 -0.903 -0.126 0.100 | -| p4040_p | -0.010 -0.013 0.006 -0.015 -0.001 0.002 1.000 -0.012 -0.000 -0.014 -0.001 -0.287 -0.019 -0.001 -0.005 -0.015 0.000 -0.001 -0.001 -0.013 0.000 -0.001 0.004 -0.001 | -| p4160_s | -0.171 -0.053 0.299 -0.063 0.361 0.049 -0.012 1.000 -0.008 -0.151 0.022 0.014 -0.127 0.013 -0.031 -0.032 -0.029 0.087 0.021 -0.011 0.028 0.039 0.202 0.017 | -| phi_p | -0.005 0.004 -0.010 0.005 0.000 -0.027 -0.000 -0.008 1.000 0.005 -0.001 0.000 -0.006 -0.092 0.002 0.013 0.803 -0.089 -0.000 0.002 0.055 0.029 -0.037 -0.058 | -| p4160_p | 0.377 0.195 -0.250 0.336 -0.114 -0.053 -0.014 -0.151 0.005 1.000 0.021 0.038 0.536 0.006 0.210 0.505 0.001 -0.008 0.001 0.332 -0.014 0.021 -0.118 0.006 | -| DDstar_s | 0.044 -0.056 -0.020 -0.036 -0.004 -0.084 -0.001 0.022 -0.001 0.021 1.000 -0.001 0.024 0.007 0.013 0.055 0.000 -0.000 -0.013 -0.019 -0.016 -0.002 0.038 0.004 | -| p4040_s | 0.021 0.014 -0.021 0.022 -0.009 -0.005 -0.287 0.014 0.000 0.038 -0.001 1.000 0.028 0.000 0.008 0.023 0.000 -0.002 -0.001 0.013 -0.001 0.001 -0.010 -0.000 | -| jpsi_p | 0.212 0.266 -0.301 0.269 -0.128 0.033 -0.019 -0.127 -0.006 0.536 0.024 0.028 1.000 -0.020 0.369 0.561 -0.015 -0.029 -0.035 0.423 0.000 0.045 -0.324 -0.017 | -| omega_s | 0.023 0.026 0.040 -0.011 -0.011 0.148 -0.001 0.013 -0.092 0.006 0.007 0.000 -0.020 1.000 0.006 -0.009 0.011 0.285 0.005 0.007 -0.266 -0.165 0.108 0.931 | -| psi2s_p | 0.097 0.367 0.244 0.221 -0.010 -0.031 -0.005 -0.031 0.002 0.210 0.013 0.008 0.369 0.006 1.000 0.210 -0.004 0.007 0.029 -0.061 -0.009 0.011 -0.029 0.006 | -| DDstar_p | 0.227 -0.394 -0.390 0.264 -0.062 0.165 -0.015 -0.032 0.013 0.505 0.055 0.023 0.561 -0.009 0.210 1.000 0.008 -0.018 -0.038 0.210 0.023 0.010 -0.200 -0.004 | -| phi_s | -0.021 0.010 -0.032 0.007 -0.002 0.013 0.000 -0.029 0.803 0.001 0.000 0.000 -0.015 0.011 -0.004 0.008 1.000 -0.028 0.003 -0.005 -0.007 -0.017 -0.086 0.027 | -| rho_p | 0.067 -0.014 0.122 -0.035 0.003 0.092 -0.001 0.087 -0.089 -0.008 -0.000 -0.002 -0.029 0.285 0.007 -0.018 -0.028 1.000 -0.007 0.000 0.020 -0.087 0.308 0.202 | -| Dbar_s | 0.033 0.088 0.110 -0.084 -0.016 -0.082 -0.001 0.021 -0.000 0.001 -0.013 -0.001 -0.035 0.005 0.029 -0.038 0.003 -0.007 1.000 0.014 -0.017 -0.008 0.033 0.002 | -| p3770_s | 0.167 0.364 -0.113 -0.008 -0.067 -0.052 -0.013 -0.011 0.002 0.332 -0.019 0.013 0.423 0.007 -0.061 0.210 -0.005 0.000 0.014 1.000 -0.012 0.041 -0.144 0.007 | -| rho_s | -0.003 -0.057 -0.013 -0.003 0.027 -0.274 0.000 0.028 0.055 -0.014 -0.016 -0.001 0.000 -0.266 -0.009 0.023 -0.007 0.020 -0.017 -0.012 1.000 0.334 -0.039 -0.075 | -| bplus_0 | 0.026 -0.010 -0.013 0.021 0.010 -0.903 -0.001 0.039 0.029 0.021 -0.002 0.001 0.045 -0.165 0.011 0.010 -0.017 -0.087 -0.008 0.041 0.334 1.000 -0.094 -0.109 | -| bplus_2 | 0.165 -0.024 0.676 -0.072 -0.060 -0.126 0.004 0.202 -0.037 -0.118 0.038 -0.010 -0.324 0.108 -0.029 -0.200 -0.086 0.308 0.033 -0.144 -0.039 -0.094 1.000 0.098 | -| omega_p | 0.023 0.018 0.037 -0.010 -0.007 0.100 -0.001 0.017 -0.058 0.006 0.004 -0.000 -0.017 0.931 0.006 -0.004 0.027 0.202 0.002 0.007 -0.075 -0.109 0.098 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24430162073569495}), (, {'error': 0.5292991883828766}), (, {'error': 0.20188726335184437}), (, {'error': 0.12970135283194484}), (, {'error': 0.19771562452494873}), (, {'error': 0.03206789320640657}), (, {'error': 8.16241413252296}), (, {'error': 0.1589671976753123}), (, {'error': 0.2924184694088767}), (, {'error': 0.12395042964746361}), (, {'error': 0.05243669639459125}), (, {'error': 0.02646594496597894}), (, {'error': 0.03808022702507774}), (, {'error': 4.151659353002476}), (, {'error': 0.03629725165641329}), (, {'error': 0.5876990267896263}), (, {'error': 1.3385970667282159}), (, {'error': 0.7901502108677607}), (, {'error': 0.05282202351333058}), (, {'error': 0.2674784857173771}), (, {'error': 0.3405408695899498}), (, {'error': 0.01772161833104069}), (, {'error': 0.07739611798104928}), (, {'error': 0.6308957783136031})]) -Toy 22/25 -Time taken: 2 h, 48 min -Projected time left: 22 min, 57 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1407 (1407 total) | -| EDM = 4.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297346.0204822175 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.27 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.75 | 0.20 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.37 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.14 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 6 | p4040_p | -2.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.28 | 0.54 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | 4.35 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 11| p4040_s | 0.58 | 0.18 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 4.658 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 7.2 | 1.8 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.891 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 20.6 | 2.3 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 0.020E-1 | 2.596E-1 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.08 | 0.23 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.416 | 0.031 | | | -2 | 2 | | -| 22| bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 23| omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.102 0.019 0.023 -0.157 0.126 0.157 -0.081 -0.015 0.296 0.021 -0.182 -0.012 0.007 -0.074 -0.152 -0.024 0.051 0.011 -0.005 0.015 -0.033 -0.232 0.005 | -| Dbar_p | -0.102 1.000 -0.324 0.286 0.053 -0.092 -0.126 -0.075 -0.003 -0.026 -0.003 -0.056 0.186 -0.022 -0.045 -0.182 -0.014 0.006 0.026 -0.064 0.045 -0.036 0.054 -0.012 | -| Ctt | 0.019 -0.324 1.000 -0.218 0.188 0.088 -0.215 0.232 -0.011 -0.361 -0.008 0.364 0.249 0.011 0.234 -0.041 -0.029 0.100 -0.002 -0.161 0.029 0.025 -0.661 0.010 | -| p3770_p | 0.023 0.286 -0.218 1.000 -0.070 -0.120 0.130 -0.044 -0.004 0.178 0.033 -0.183 0.015 -0.004 0.031 0.164 -0.000 -0.013 0.036 -0.196 -0.009 0.052 0.069 -0.005 | -| p4415_s | -0.157 0.053 0.188 -0.070 1.000 -0.081 0.005 0.323 0.001 -0.120 -0.003 0.187 -0.007 -0.012 0.038 -0.014 -0.004 -0.004 -0.001 0.006 0.021 -0.014 0.102 -0.006 | -| bplus_1 | 0.126 -0.092 0.088 -0.120 -0.081 1.000 0.066 0.027 0.030 0.044 -0.016 0.036 -0.045 -0.202 0.037 -0.221 -0.036 -0.201 -0.005 -0.037 0.247 -0.923 -0.110 -0.113 | -| p4040_p | 0.157 -0.126 -0.215 0.130 0.005 0.066 1.000 0.354 -0.010 0.170 0.024 -0.247 -0.102 0.001 -0.214 -0.008 -0.013 0.011 0.015 -0.028 0.002 -0.027 -0.014 -0.000 | -| p4160_s | -0.081 -0.075 0.232 -0.044 0.323 0.027 0.354 1.000 -0.013 -0.101 0.003 -0.039 -0.018 -0.001 -0.065 -0.079 -0.028 0.058 0.000 0.011 0.036 -0.033 -0.159 0.002 | -| phi_p | -0.015 -0.003 -0.011 -0.004 0.001 0.030 -0.010 -0.013 1.000 -0.010 0.001 -0.007 -0.040 -0.073 -0.011 0.001 0.933 -0.089 0.001 -0.014 -0.015 -0.028 0.050 0.003 | -| p4160_p | 0.296 -0.026 -0.361 0.178 -0.120 0.044 0.170 -0.101 -0.010 1.000 0.053 -0.529 -0.066 0.004 -0.151 0.043 -0.007 -0.002 0.029 -0.002 -0.015 0.004 0.005 0.000 | -| DDstar_s | 0.021 -0.003 -0.008 0.033 -0.003 -0.016 0.024 0.003 0.001 0.053 1.000 -0.008 0.064 -0.002 0.025 0.050 0.001 -0.001 -0.002 0.036 0.003 0.001 0.013 -0.001 | -| p4040_s | -0.182 -0.056 0.364 -0.183 0.187 0.036 -0.247 -0.039 -0.007 -0.529 -0.008 1.000 0.018 -0.004 0.047 -0.165 -0.018 0.035 -0.005 0.093 0.029 -0.039 -0.110 -0.000 | -| jpsi_p | -0.012 0.186 0.249 0.015 -0.007 -0.045 -0.102 -0.018 -0.040 -0.066 0.064 0.018 1.000 -0.028 -0.014 -0.054 -0.026 -0.076 0.052 -0.078 -0.049 0.098 -0.179 -0.033 | -| omega_s | 0.007 -0.022 0.011 -0.004 -0.012 -0.202 0.001 -0.001 -0.073 0.004 -0.002 -0.004 -0.028 1.000 -0.008 -0.050 -0.017 0.329 0.000 -0.003 -0.190 0.233 -0.066 0.842 | -| psi2s_p | -0.074 -0.045 0.234 0.031 0.038 0.037 -0.214 -0.065 -0.011 -0.151 0.025 0.047 -0.014 -0.008 1.000 -0.107 -0.013 -0.001 0.027 -0.472 0.006 -0.019 -0.047 -0.007 | -| DDstar_p | -0.152 -0.182 -0.041 0.164 -0.014 -0.221 -0.008 -0.079 0.001 0.043 0.050 -0.165 -0.054 -0.050 -0.107 1.000 -0.008 -0.046 0.005 0.096 0.067 -0.054 0.268 -0.031 | -| phi_s | -0.024 -0.014 -0.029 -0.000 -0.004 -0.036 -0.013 -0.028 0.933 -0.007 0.001 -0.018 -0.026 -0.017 -0.013 -0.008 1.000 -0.045 0.000 -0.019 -0.041 0.046 0.082 0.040 | -| rho_p | 0.051 0.006 0.100 -0.013 -0.004 -0.201 0.011 0.058 -0.089 -0.002 -0.001 0.035 -0.076 0.329 -0.001 -0.046 -0.045 1.000 0.001 0.016 0.216 0.221 -0.278 0.143 | -| Dbar_s | 0.011 0.026 -0.002 0.036 -0.001 -0.005 0.015 0.000 0.001 0.029 -0.002 -0.005 0.052 0.000 0.027 0.005 0.000 0.001 1.000 0.031 0.001 0.001 0.002 0.000 | -| p3770_s | -0.005 -0.064 -0.161 -0.196 0.006 -0.037 -0.028 0.011 -0.014 -0.002 0.036 0.093 -0.078 -0.003 -0.472 0.096 -0.019 0.016 0.031 1.000 0.010 -0.008 0.073 -0.003 | -| rho_s | 0.015 0.045 0.029 -0.009 0.021 0.247 0.002 0.036 -0.015 -0.015 0.003 0.029 -0.049 -0.190 0.006 0.067 -0.041 0.216 0.001 0.010 1.000 -0.302 -0.049 -0.014 | -| bplus_0 | -0.033 -0.036 0.025 0.052 -0.014 -0.923 -0.027 -0.033 -0.028 0.004 0.001 -0.039 0.098 0.233 -0.019 -0.054 0.046 0.221 0.001 -0.008 -0.302 1.000 -0.109 0.131 | -| bplus_2 | -0.232 0.054 -0.661 0.069 0.102 -0.110 -0.014 -0.159 0.050 0.005 0.013 -0.110 -0.179 -0.066 -0.047 0.268 0.082 -0.278 0.002 0.073 -0.049 -0.109 1.000 -0.048 | -| omega_p | 0.005 -0.012 0.010 -0.005 -0.006 -0.113 -0.000 0.002 0.003 0.000 -0.001 -0.000 -0.033 0.842 -0.007 -0.031 0.040 0.143 0.000 -0.003 -0.014 0.131 -0.048 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1862555020752772}), (, {'error': 0.32079198170280865}), (, {'error': 0.20473431947091575}), (, {'error': 0.10608842697450993}), (, {'error': 0.19610304049154131}), (, {'error': 0.06010527067817972}), (, {'error': 0.31743803036698437}), (, {'error': 0.1694874797459056}), (, {'error': 0.5413372588296625}), (, {'error': 0.09569792241316932}), (, {'error': 0.027904396361640382}), (, {'error': 0.18134391258869612}), (, {'error': 0.02409907061831973}), (, {'error': 1.8489953946933397}), (, {'error': 0.03130996614178905}), (, {'error': 0.33805975149724476}), (, {'error': 2.2616794477576665}), (, {'error': 0.25955730210975636}), (, {'error': 0.020197013295400024}), (, {'error': 0.2255030980181909}), (, {'error': 0.3544230019371202}), (, {'error': 0.03080719849420177}), (, {'error': 0.08266051546483388}), (, {'error': 0.48518445310602765})]) -Toy 23/25 -Time taken: 2 h, 56 min -Projected time left: 15 min, 20 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1435 (1435 total) | -| EDM = 0.0107 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297117.9473107993 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.23 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.04 | 0.16 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -3.06 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.21 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.896 | 0.011 | | | -2 | 2 | | -| 6 | p4040_p | 3.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.42 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.53 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.38 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.38 | 0.17 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 6.8 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 17| rho_p | 6.22 | 0.19 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.8 | 0.4 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.37 | 0.28 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.447 | 0.005 | | | -2 | 2 | | -| 22| bplus_2 | 0.27 | 0.05 | | | -2 | 2 | | -| 23| omega_p | -0.05 | 0.22 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.224 0.154 0.229 -0.173 -0.072 0.239 -0.239 0.011 0.295 0.067 -0.219 0.231 0.001 0.169 0.166 -0.002 0.016 -0.212 0.213 0.009 -0.079 0.068 0.008 | -| Dbar_p | -0.224 1.000 -0.807 -0.928 0.583 0.532 -0.853 0.606 -0.045 -0.866 -0.503 0.668 -0.877 -0.006 -0.762 -0.969 -0.021 -0.011 0.892 -0.884 -0.050 0.521 -0.628 -0.021 | -| Ctt | 0.154 -0.807 1.000 0.740 -0.379 -0.419 0.649 -0.408 0.040 0.639 0.417 -0.448 0.658 0.001 0.683 0.781 0.016 0.007 -0.753 0.696 0.042 -0.415 0.326 0.016 | -| p3770_p | 0.229 -0.928 0.740 1.000 -0.544 -0.489 0.809 -0.558 0.041 0.820 0.479 -0.618 0.815 0.005 0.710 0.891 0.020 0.008 -0.811 0.779 0.044 -0.474 0.570 0.019 | -| p4415_s | -0.173 0.583 -0.379 -0.544 1.000 0.216 -0.468 0.455 -0.024 -0.467 -0.334 0.412 -0.517 -0.007 -0.442 -0.573 -0.017 -0.006 0.515 -0.505 -0.022 0.213 -0.321 -0.012 | -| bplus_1 | -0.072 0.532 -0.419 -0.489 0.216 1.000 -0.435 0.262 -0.019 -0.414 -0.383 0.312 -0.462 -0.002 -0.402 -0.554 0.004 -0.040 0.424 -0.472 -0.037 -0.021 -0.457 -0.017 | -| p4040_p | 0.239 -0.853 0.649 0.809 -0.468 -0.435 1.000 -0.404 0.038 0.756 0.410 -0.600 0.770 0.005 0.627 0.793 0.014 0.015 -0.771 0.749 0.040 -0.428 0.521 0.019 | -| p4160_s | -0.239 0.606 -0.408 -0.558 0.455 0.262 -0.404 1.000 -0.025 -0.552 -0.353 0.364 -0.524 -0.008 -0.475 -0.610 -0.023 0.004 0.529 -0.517 -0.025 0.253 -0.395 -0.011 | -| phi_p | 0.011 -0.045 0.040 0.041 -0.024 -0.019 0.038 -0.025 1.000 0.038 0.024 -0.028 0.035 -0.037 0.033 0.043 0.563 -0.087 -0.038 0.040 -0.008 -0.024 0.025 -0.001 | -| p4160_p | 0.295 -0.866 0.639 0.820 -0.467 -0.414 0.756 -0.552 0.038 1.000 0.425 -0.674 0.790 0.006 0.661 0.800 0.018 0.013 -0.772 0.768 0.039 -0.406 0.522 0.019 | -| DDstar_s | 0.067 -0.503 0.417 0.479 -0.334 -0.383 0.410 -0.353 0.024 0.425 1.000 -0.386 0.397 -0.003 0.348 0.532 0.006 -0.000 -0.479 0.432 0.037 -0.374 0.306 0.008 | -| p4040_s | -0.219 0.668 -0.448 -0.618 0.412 0.312 -0.600 0.364 -0.028 -0.674 -0.386 1.000 -0.559 -0.006 -0.493 -0.676 -0.020 -0.001 0.592 -0.543 -0.029 0.304 -0.406 -0.012 | -| jpsi_p | 0.231 -0.877 0.658 0.815 -0.517 -0.462 0.770 -0.524 0.035 0.790 0.397 -0.559 1.000 0.002 0.708 0.801 0.007 0.016 -0.781 0.801 0.042 -0.459 0.570 0.018 | -| omega_s | 0.001 -0.006 0.001 0.005 -0.007 -0.002 0.005 -0.008 -0.037 0.006 -0.003 -0.006 0.002 1.000 0.004 0.003 0.003 0.185 -0.008 0.004 -0.241 0.015 0.018 0.407 | -| psi2s_p | 0.169 -0.762 0.683 0.710 -0.442 -0.402 0.627 -0.475 0.033 0.661 0.348 -0.493 0.708 0.004 1.000 0.700 0.015 0.009 -0.685 0.612 0.038 -0.394 0.496 0.016 | -| DDstar_p | 0.166 -0.969 0.781 0.891 -0.573 -0.554 0.793 -0.610 0.043 0.800 0.532 -0.676 0.801 0.003 0.700 1.000 0.017 0.010 -0.878 0.833 0.052 -0.542 0.596 0.019 | -| phi_s | -0.002 -0.021 0.016 0.020 -0.017 0.004 0.014 -0.023 0.563 0.018 0.006 -0.020 0.007 0.003 0.015 0.017 1.000 -0.029 -0.021 0.014 -0.031 0.022 0.070 0.015 | -| rho_p | 0.016 -0.011 0.007 0.008 -0.006 -0.040 0.015 0.004 -0.087 0.013 -0.000 -0.001 0.016 0.185 0.009 0.010 -0.029 1.000 -0.011 0.015 0.149 -0.024 -0.092 -0.032 | -| Dbar_s | -0.212 0.892 -0.753 -0.811 0.515 0.424 -0.771 0.529 -0.038 -0.772 -0.479 0.592 -0.781 -0.008 -0.685 -0.878 -0.021 -0.011 1.000 -0.799 -0.039 0.415 -0.585 -0.019 | -| p3770_s | 0.213 -0.884 0.696 0.779 -0.505 -0.472 0.749 -0.517 0.040 0.768 0.432 -0.543 0.801 0.004 0.612 0.833 0.014 0.015 -0.799 1.000 0.043 -0.462 0.551 0.019 | -| rho_s | 0.009 -0.050 0.042 0.044 -0.022 -0.037 0.040 -0.025 -0.008 0.039 0.037 -0.029 0.042 -0.241 0.038 0.052 -0.031 0.149 -0.039 0.043 1.000 -0.089 0.015 -0.021 | -| bplus_0 | -0.079 0.521 -0.415 -0.474 0.213 -0.021 -0.428 0.253 -0.024 -0.406 -0.374 0.304 -0.459 0.015 -0.394 -0.542 0.022 -0.024 0.415 -0.462 -0.089 1.000 -0.453 -0.014 | -| bplus_2 | 0.068 -0.628 0.326 0.570 -0.321 -0.457 0.521 -0.395 0.025 0.522 0.306 -0.406 0.570 0.018 0.496 0.596 0.070 -0.092 -0.585 0.551 0.015 -0.453 1.000 -0.004 | -| omega_p | 0.008 -0.021 0.016 0.019 -0.012 -0.017 0.019 -0.011 -0.001 0.019 0.008 -0.012 0.018 0.407 0.016 0.019 0.015 -0.032 -0.019 0.019 -0.021 -0.014 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14443894583756123}), (, {'error': 11.568706159862625}), (, {'error': 0.1614875926909195}), (, {'error': 0.2183749258344363}), (, {'error': 0.1770448859441539}), (, {'error': 0.010675910411358513}), (, {'error': 0.20069299207601787}), (, {'error': 0.15549727360111887}), (, {'error': 0.1755446633183917}), (, {'error': 0.1359186375282757}), (, {'error': 0.05741562562277264}), (, {'error': 0.1664074773737565}), (, {'error': 0.04142530928187149}), (, {'error': 0.8406413317298016}), (, {'error': 0.039711777737715614}), (, {'error': 1.0825627113636012}), (, {'error': 0.889085425946119}), (, {'error': 0.18922408897894982}), (, {'error': 0.5027746715981546}), (, {'error': 0.3923360901928201}), (, {'error': 0.27569742938522435}), (, {'error': 0.005223282657830897}), (, {'error': 0.0521279286830445}), (, {'error': 0.21742296010353135})]) -Toy 24/25 -Time taken: 3 h, 4 min -Projected time left: 7 min, 42 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=2082 (2082 total) | -| EDM = 0.00018 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297078.77025085984 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.64 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | Dbar_p | -2.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.18 | 0.13 | | | -1.5 | 1.5 | | -| 3 | p3770_p | -2.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4415_s | 1.37 | 0.16 | | |0.126447 | 2.35355 | | -| 5 | bplus_1 | 0.821 | 0.012 | | | -2 | 2 | | -| 6 | p4040_p | -3.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.03 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | phi_p | 0.79 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | p4160_p | -2.38 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| DDstar_s | -0.28 | 0.47 | | | -0.3 | 0.3 | | -| 11| p4040_s | 1.29 | 0.16 | | |0.00501244| 2.01499 | | -| 12| jpsi_p | -4.68 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| omega_s | 9.1 | 0.8 | | | 4.19232 | 9.40768 | | -| 14| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| phi_s | 21.6 | 0.8 | | | 14.8182 | 23.5818 | | -| 17| rho_p | -0.98 | 0.28 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.75 | 0.25 | | |0.918861 | 4.08114 | | -| 20| rho_s | 1.22 | 0.25 | | |0.0253049| 2.0747 | | -| 21| bplus_0 | -0.438 | 0.006 | | | -2 | 2 | | -| 22| bplus_2 | 0.29 | 0.05 | | | -2 | 2 | | -| 23| omega_p | 0.81 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Dbar_p Ctt p3770_p p4415_s bplus_1 p4040_p p4160_s phi_p p4160_p DDstar_s p4040_s jpsi_p omega_s psi2s_p DDstar_p phi_s rho_p Dbar_s p3770_s rho_s bplus_0 bplus_2 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.758 -0.510 0.436 -0.033 0.425 0.729 0.361 0.051 0.789 0.843 0.421 0.784 0.017 0.638 0.625 0.085 -0.068 0.404 0.534 0.024 0.421 -0.111 -0.006 | -| Dbar_p | 0.758 1.000 -0.633 0.390 0.042 0.421 0.718 0.450 0.057 0.762 0.933 0.545 0.807 0.018 0.662 0.686 0.096 -0.084 0.515 0.491 0.039 0.423 -0.124 -0.007 | -| Ctt | -0.510 -0.633 1.000 -0.314 0.115 -0.280 -0.535 -0.185 -0.035 -0.591 -0.617 -0.212 -0.604 -0.014 -0.346 -0.436 -0.072 0.065 -0.435 -0.371 -0.028 -0.290 -0.248 0.009 | -| p3770_p | 0.436 0.390 -0.314 1.000 -0.032 0.212 0.471 0.227 0.034 0.481 0.481 0.241 0.461 0.010 0.395 0.452 0.055 -0.055 0.349 0.201 0.026 0.225 -0.057 -0.004 | -| p4415_s | -0.033 0.042 0.115 -0.032 1.000 -0.094 0.042 0.209 0.002 0.022 0.023 0.084 0.006 -0.001 0.022 -0.053 -0.002 0.000 0.031 0.018 0.009 -0.084 0.099 0.003 | -| bplus_1 | 0.425 0.421 -0.280 0.212 -0.094 1.000 0.418 0.189 0.042 0.450 0.495 0.233 0.449 0.012 0.370 0.192 0.071 -0.093 0.142 0.285 0.045 -0.010 -0.163 -0.009 | -| p4040_p | 0.729 0.718 -0.535 0.471 0.042 0.418 1.000 0.522 0.051 0.729 0.833 0.417 0.786 0.017 0.613 0.648 0.086 -0.072 0.388 0.524 0.025 0.417 -0.075 -0.007 | -| p4160_s | 0.361 0.450 -0.185 0.227 0.209 0.189 0.522 1.000 0.027 0.382 0.485 0.197 0.438 0.008 0.344 0.304 0.036 -0.022 0.214 0.316 0.004 0.186 -0.075 0.000 | -| phi_p | 0.051 0.057 -0.035 0.034 0.002 0.042 0.051 0.027 1.000 0.054 0.062 0.034 0.054 -0.027 0.048 0.051 0.396 -0.155 0.034 0.038 0.148 0.040 0.028 0.017 | -| p4160_p | 0.789 0.762 -0.591 0.481 0.022 0.450 0.729 0.382 0.054 1.000 0.868 0.354 0.819 0.018 0.661 0.702 0.094 -0.081 0.428 0.547 0.031 0.450 -0.091 -0.008 | -| DDstar_s | 0.843 0.933 -0.617 0.481 0.023 0.495 0.833 0.485 0.062 0.868 1.000 0.571 0.921 0.021 0.766 0.748 0.110 -0.095 0.507 0.615 0.040 0.496 -0.074 -0.009 | -| p4040_s | 0.421 0.545 -0.212 0.241 0.084 0.233 0.417 0.197 0.034 0.354 0.571 1.000 0.525 0.011 0.441 0.365 0.052 -0.040 0.284 0.416 0.016 0.233 -0.037 -0.002 | -| jpsi_p | 0.784 0.807 -0.604 0.461 0.006 0.449 0.786 0.438 0.054 0.819 0.921 0.525 1.000 0.017 0.735 0.688 0.090 -0.080 0.471 0.609 0.029 0.445 -0.040 -0.008 | -| omega_s | 0.017 0.018 -0.014 0.010 -0.001 0.012 0.017 0.008 -0.027 0.018 0.021 0.011 0.017 1.000 0.016 0.014 0.008 -0.034 0.008 0.012 -0.041 0.019 0.009 0.433 | -| psi2s_p | 0.638 0.662 -0.346 0.395 0.022 0.370 0.613 0.344 0.048 0.661 0.766 0.441 0.735 0.016 1.000 0.577 0.082 -0.072 0.379 0.368 0.031 0.373 -0.038 -0.007 | -| DDstar_p | 0.625 0.686 -0.436 0.452 -0.053 0.192 0.648 0.304 0.051 0.702 0.748 0.365 0.688 0.014 0.577 1.000 0.079 -0.067 0.258 0.501 0.055 0.203 -0.032 0.000 | -| phi_s | 0.085 0.096 -0.072 0.055 -0.002 0.071 0.086 0.036 0.396 0.094 0.110 0.052 0.090 0.008 0.082 0.079 1.000 -0.092 0.047 0.057 0.032 0.097 0.090 0.002 | -| rho_p | -0.068 -0.084 0.065 -0.055 0.000 -0.093 -0.072 -0.022 -0.155 -0.081 -0.095 -0.040 -0.080 -0.034 -0.072 -0.067 -0.092 1.000 -0.037 -0.047 -0.043 -0.118 -0.169 0.169 | -| Dbar_s | 0.404 0.515 -0.435 0.349 0.031 0.142 0.388 0.214 0.034 0.428 0.507 0.284 0.471 0.008 0.379 0.258 0.047 -0.037 1.000 0.271 0.028 0.145 -0.112 0.002 | -| p3770_s | 0.534 0.491 -0.371 0.201 0.018 0.285 0.524 0.316 0.038 0.547 0.615 0.416 0.609 0.012 0.368 0.501 0.057 -0.047 0.271 1.000 0.013 0.289 -0.045 -0.004 | -| rho_s | 0.024 0.039 -0.028 0.026 0.009 0.045 0.025 0.004 0.148 0.031 0.040 0.016 0.029 -0.041 0.031 0.055 0.032 -0.043 0.028 0.013 1.000 -0.011 0.134 0.339 | -| bplus_0 | 0.421 0.423 -0.290 0.225 -0.084 -0.010 0.417 0.186 0.040 0.450 0.496 0.233 0.445 0.019 0.373 0.203 0.097 -0.118 0.145 0.289 -0.011 1.000 -0.175 -0.028 | -| bplus_2 | -0.111 -0.124 -0.248 -0.057 0.099 -0.163 -0.075 -0.075 0.028 -0.091 -0.074 -0.037 -0.040 0.009 -0.038 -0.032 0.090 -0.169 -0.112 -0.045 0.134 -0.175 1.000 -0.020 | -| omega_p | -0.006 -0.007 0.009 -0.004 0.003 -0.009 -0.007 0.000 0.017 -0.008 -0.009 -0.002 -0.008 0.433 -0.007 0.000 0.002 0.169 0.002 -0.004 0.339 -0.028 -0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24138010829378143}), (, {'error': 0.6971959933791028}), (, {'error': 0.13454372353892619}), (, {'error': 0.10387376570491935}), (, {'error': 0.15887827378162656}), (, {'error': 0.012230439084478295}), (, {'error': 0.20890856079558984}), (, {'error': 0.1559238495647236}), (, {'error': 0.12427795093899618}), (, {'error': 0.16948946885390925}), (, {'error': 0.46506440202994737}), (, {'error': 0.16473138275676602}), (, {'error': 0.052580734802760265}), (, {'error': 0.8388291441246603}), (, {'error': 0.041669742672849175}), (, {'error': 0.3232450269131242}), (, {'error': 0.84331928391979}), (, {'error': 0.2795868800229875}), (, {'error': 0.38548092098794867}), (, {'error': 0.25174751831133446}), (, {'error': 0.25104834927971353}), (, {'error': 0.0064037597435914195}), (, {'error': 0.045591442170138885}), (, {'error': 0.15824866645943247})]) -Toy 25/25 -Time taken: 3 h, 15 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.6025155787771891 -Mean Ctt error = 0.20641167956296247 -95 Sensitivy = 0.000357888564264026 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247878.out b/finished fits/ff1data1/slurm-2247878.out deleted file mode 100644 index a265c0a..0000000 --- a/finished fits/ff1data1/slurm-2247878.out +++ /dev/null @@ -1,5689 +0,0 @@ -Simulation starting -2019-09-05 20:21:35.920641: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 20:21:36.578985: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 20:21:36.579416: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:21:36.581502: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:21:36.583282: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:21:36.583756: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:21:36.586067: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:21:36.588202: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:21:36.594392: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:21:36.621389: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:21:36.621975: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 20:21:36.650427: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600175000 Hz -2019-09-05 20:21:36.650927: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5556de2dfe60 executing computations on platform Host. Devices: -2019-09-05 20:21:36.650968: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 20:21:36.657394: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 20:21:36.657606: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:21:36.657638: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:21:36.657666: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:21:36.657694: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:21:36.657722: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:21:36.657750: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:21:36.657778: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:21:36.667436: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:21:36.667638: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:21:37.131598: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 20:21:37.131684: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 20:21:37.131701: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 20:21:37.152187: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0b:00.0, compute capability: 3.7) -2019-09-05 20:21:37.155762: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5556de83c3b0 executing computations on platform CUDA. Devices: -2019-09-05 20:21:37.155841: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 20:21:39.651029 140336199255808 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 20:21:39.719288 140336199255808 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 20:21:40.415850 140336199255808 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 20:22:25.255063: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 20:22:36.325793 140336199255808 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301424.5610173 Edm = 12.7607 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301424.5610173 Edm = 12.7607 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301024.8728585 Edm = 5.4755 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301002.8135277 Edm = 32.902 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298949.5982936 Edm = 240.329 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297877.0204645 Edm = 118.95 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297834.0186609 Edm = 15.6175 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297823.4051582 Edm = 0.161677 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297823.1485278 Edm = 0.0982096 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297754.7262163 Edm = 13.83 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297723.605777 Edm = 0.102557 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297722.8119818 Edm = 0.60002 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297677.9559407 Edm = 61.3043 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297644.2947706 Edm = 24.4317 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297568.6950194 Edm = 8.83126 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297558.8972675 Edm = 0.247267 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297558.6755625 Edm = 0.0542462 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297558.495284 Edm = 0.0880309 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297554.5372015 Edm = 3.82014 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297546.4571417 Edm = 6.32084 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297493.2022839 Edm = 4.2361 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297490.7077095 Edm = 1.148 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297489.6736435 Edm = 0.0201403 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297489.6112527 Edm = 0.0384174 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297487.9899148 Edm = 1.42807 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297436.652695 Edm = 9.53988 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297424.5999703 Edm = 0.837239 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297422.8466544 Edm = 0.249772 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297422.2804783 Edm = 0.133436 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297421.9416534 Edm = 0.0445897 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297421.8468389 Edm = 0.0140749 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297421.8088885 Edm = 0.0127035 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297421.7097077 Edm = 0.0672251 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297413.549993 Edm = 7.04166 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297400.1336659 Edm = 41.8515 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297382.3821579 Edm = 12.1456 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297374.4833324 Edm = 2.55089 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297372.8894925 Edm = 0.166573 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297372.7451727 Edm = 0.0439971 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297372.7002132 Edm = 0.00701281 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297372.6945135 Edm = 0.00377204 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297372.6198073 Edm = 0.0737406 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297371.5390862 Edm = 1.01166 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297347.7846147 Edm = 4.2913 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297342.2015082 Edm = 0.748394 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297341.4110905 Edm = 0.0188145 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297341.3889806 Edm = 0.00130484 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297341.3846863 Edm = 0.00375744 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297341.2920726 Edm = 0.0847799 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297340.1109811 Edm = 1.11881 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297338.3579745 Edm = 1.3543 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297330.5845233 Edm = 3.38465 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297327.0202943 Edm = 0.192892 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297326.8030936 Edm = 0.0128022 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297326.7879988 Edm = 0.00142393 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297326.7850347 Edm = 0.000862399 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297326.779817 Edm = 0.00154804 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297326.7717522 Edm = 0.0053327 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297326.6026477 Edm = 0.123825 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297323.4565841 Edm = 2.34905 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297315.4311619 Edm = 0.797561 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297314.4376038 Edm = 0.140287 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297314.3292345 Edm = 0.057027 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297314.2814254 Edm = 0.00370388 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297314.2753214 Edm = 0.00121277 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297314.2735296 Edm = 0.000251821 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297314.2725506 Edm = 0.000763432 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297314.2327474 Edm = 0.0416655 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297314.1259154 Edm = 0.103392 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297310.7335763 Edm = 0.838058 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297310.0984874 Edm = 0.0551792 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297310.0559825 Edm = 0.00241212 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297310.0541929 Edm = 0.000539963 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297310.0535441 Edm = 0.000305187 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297310.0519111 Edm = 0.00130745 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297310.0420231 Edm = 0.00964774 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297309.4130939 Edm = 0.712086 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297309.4087312 Edm = 0.00277486 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297309.0435167 Edm = 0.38317 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297306.4102335 Edm = 0.358154 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297306.1274384 Edm = 0.0113138 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297306.1180166 Edm = 0.00068761 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297306.117314 Edm = 0.00011492 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297306.1171627 Edm = 3.9474e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297306.1171627 Edm = 56.1152 NCalls = 738 -VariableMetric: Iteration # 83 - FCN = 297306.1171627 Edm = 56.1152 NCalls = 738 -VariableMetric: Iteration # 84 - FCN = 297303.6709975 Edm = 612.662 NCalls = 742 -VariableMetric: Iteration # 85 - FCN = 297303.6469156 Edm = 2021.84 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297303.5171236 Edm = 9791.93 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297303.2247648 Edm = 3427.61 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297303.1965735 Edm = 2705.97 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297302.9061915 Edm = 2029.93 NCalls = 768 -VariableMetric: Iteration # 90 - FCN = 297302.2908447 Edm = 1276.08 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297301.981714 Edm = 1230.64 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297301.7926933 Edm = 463.697 NCalls = 780 -VariableMetric: Iteration # 93 - FCN = 297301.3578336 Edm = 569.208 NCalls = 783 -VariableMetric: Iteration # 94 - FCN = 297300.573748 Edm = 159.141 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297300.5138737 Edm = 18.5835 NCalls = 790 -VariableMetric: Iteration # 96 - FCN = 297300.2178774 Edm = 43.3564 NCalls = 793 -VariableMetric: Iteration # 97 - FCN = 297299.7293339 Edm = 117.507 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297299.3968163 Edm = 18.9075 NCalls = 798 -VariableMetric: Iteration # 99 - FCN = 297298.9320827 Edm = 46.0086 NCalls = 800 -VariableMetric: Iteration # 100 - FCN = 297298.8843159 Edm = 95.5589 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297298.8772146 Edm = 20.1317 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297298.6514027 Edm = 7.93007 NCalls = 806 -VariableMetric: Iteration # 103 - FCN = 297298.5562714 Edm = 5.00731 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297298.1926398 Edm = 8.62513 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297297.8800276 Edm = 14.2629 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297297.4941832 Edm = 0.484821 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297297.4755949 Edm = 0.639487 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297297.4201557 Edm = 0.354148 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297297.2270975 Edm = 0.0757044 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297297.2202675 Edm = 0.037083 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297297.178243 Edm = 0.00372568 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297297.1747908 Edm = 0.000238157 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297297.1745392 Edm = 1.52741e-05 NCalls = 828 -VariableMetric: After Hessian - FCN = 297297.1745392 Edm = 1.86861e-05 NCalls = 1315 -VariableMetric: Iteration # 114 - FCN = 297297.1745392 Edm = 1.86861e-05 NCalls = 1315 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315176.8611956 Edm = 30.5805 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315176.8611956 Edm = 30.5805 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306332.298013 Edm = 10.4068 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306149.442209 Edm = 32.7416 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298948.9813224 Edm = 13.738 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298904.5499895 Edm = 194.412 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297903.3553655 Edm = 83.9162 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297855.3751865 Edm = 152.353 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297761.9947811 Edm = 2.05846 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297759.0267102 Edm = 0.355239 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297756.1194471 Edm = 2.98 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297617.2229338 Edm = 4.02138 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297612.582362 Edm = 0.263365 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297612.3101652 Edm = 0.022232 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297612.2100545 Edm = 0.0456717 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297563.3178805 Edm = 25.5391 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297520.3141034 Edm = 1.02047 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297519.3431623 Edm = 0.0897871 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297519.2134596 Edm = 0.0306365 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297519.0507656 Edm = 0.160135 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297512.1920129 Edm = 7.54235 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297511.7381206 Edm = 0.47155 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297492.2644906 Edm = 17.5924 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297492.2049872 Edm = 0.0557064 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297491.9969443 Edm = 0.319357 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297488.8128326 Edm = 2.9313 NCalls = 97 -VariableMetric: Iteration # 25 - FCN = 297448.0003552 Edm = 5.11179 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297441.5927197 Edm = 4.06095 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297439.6515163 Edm = 0.595552 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297439.321446 Edm = 0.0389616 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297439.2749469 Edm = 0.0127207 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297439.2318187 Edm = 0.0623087 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297435.2184468 Edm = 3.3037 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297414.2704986 Edm = 0.522223 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297413.623776 Edm = 0.0162123 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297413.604892 Edm = 0.00171683 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297413.5372568 Edm = 0.0500931 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297412.8836136 Edm = 0.561601 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297384.3031052 Edm = 5.91352 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297376.4842274 Edm = 0.41395 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297376.0721816 Edm = 0.0513445 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297375.9876975 Edm = 0.00968632 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297375.9593549 Edm = 0.0275241 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297375.4712607 Edm = 0.356181 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297362.1596137 Edm = 8.34722 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297313.786684 Edm = 16.9419 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297298.0756717 Edm = 7.64247 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297292.8312243 Edm = 1.57311 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297290.2756525 Edm = 0.774183 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297289.0694193 Edm = 0.0553936 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297288.8104771 Edm = 0.232936 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297283.3858947 Edm = 4.4005 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297280.2619544 Edm = 7.19356 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297278.871456 Edm = 1.25784 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297277.2935543 Edm = 1.69389 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297275.6994158 Edm = 0.455964 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297275.2252678 Edm = 0.0772114 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297275.1664055 Edm = 0.00967989 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297275.1521984 Edm = 0.00644217 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297275.1038078 Edm = 0.0706009 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297274.9667781 Edm = 0.104618 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297268.4179723 Edm = 3.10524 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297260.7350096 Edm = 1.46754 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297258.0213142 Edm = 0.835707 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297256.4775537 Edm = 0.720075 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297255.5882087 Edm = 0.214822 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297255.4116983 Edm = 0.0329264 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297255.3854246 Edm = 0.00264393 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297255.380617 Edm = 0.00138161 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297255.3732371 Edm = 0.00535394 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297255.3176383 Edm = 0.0337041 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297254.8614908 Edm = 0.365806 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297243.2788429 Edm = 5.39555 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297234.8065707 Edm = 1.14621 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297233.6174728 Edm = 0.570467 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297232.3914343 Edm = 0.8737 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297230.2622478 Edm = 0.386124 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297229.8246181 Edm = 0.067002 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297229.7815791 Edm = 0.0397199 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297229.7539433 Edm = 0.00224111 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297229.7512063 Edm = 0.000392364 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297229.7506077 Edm = 0.000147955 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297229.7500997 Edm = 0.00040317 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297229.7443823 Edm = 0.00317707 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297229.695139 Edm = 0.0390699 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297228.3356097 Edm = 0.978658 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297226.2370679 Edm = 0.185415 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297225.9854285 Edm = 0.0282986 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297225.9527366 Edm = 0.00132491 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297225.9509877 Edm = 0.000436881 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297225.9505445 Edm = 0.000159493 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297225.9503785 Edm = 2.48756e-05 NCalls = 281 -VariableMetric: After Hessian - FCN = 297225.9503785 Edm = 5.78903 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297225.9503785 Edm = 5.78903 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297222.438129 Edm = 21.6717 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297220.9764498 Edm = 3.99492 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297220.2400763 Edm = 1.84034 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297219.6207709 Edm = 0.508449 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297219.3387245 Edm = 0.234211 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297219.1009225 Edm = 0.205114 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297218.9687885 Edm = 0.0768553 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297218.846743 Edm = 0.0456168 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297218.8067139 Edm = 0.0273809 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297218.7375908 Edm = 0.0312511 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297218.6557267 Edm = 0.042846 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297218.6152249 Edm = 0.0483744 NCalls = 787 -VariableMetric: Iteration # 104 - FCN = 297218.5871751 Edm = 0.0180336 NCalls = 789 -VariableMetric: Iteration # 105 - FCN = 297218.5717377 Edm = 0.00446967 NCalls = 791 -VariableMetric: Iteration # 106 - FCN = 297218.56465 Edm = 0.0050263 NCalls = 793 -VariableMetric: Iteration # 107 - FCN = 297218.5463148 Edm = 0.0110346 NCalls = 796 -VariableMetric: Iteration # 108 - FCN = 297218.5249551 Edm = 0.00697251 NCalls = 799 -VariableMetric: Iteration # 109 - FCN = 297218.5200261 Edm = 0.00194026 NCalls = 801 -VariableMetric: Iteration # 110 - FCN = 297218.5155084 Edm = 0.00187812 NCalls = 803 -VariableMetric: Iteration # 111 - FCN = 297218.509512 Edm = 0.00143982 NCalls = 805 -VariableMetric: Iteration # 112 - FCN = 297218.5062214 Edm = 0.00081556 NCalls = 808 -VariableMetric: Iteration # 113 - FCN = 297218.5043403 Edm = 0.000951716 NCalls = 810 -VariableMetric: Iteration # 114 - FCN = 297218.5025821 Edm = 0.000437988 NCalls = 813 -VariableMetric: Iteration # 115 - FCN = 297218.501832 Edm = 0.000214667 NCalls = 815 -VariableMetric: Iteration # 116 - FCN = 297218.5015378 Edm = 0.000101469 NCalls = 817 -VariableMetric: Iteration # 117 - FCN = 297218.5012893 Edm = 0.000127118 NCalls = 819 -VariableMetric: Iteration # 118 - FCN = 297218.5007418 Edm = 0.000188434 NCalls = 821 -VariableMetric: Iteration # 119 - FCN = 297218.5004722 Edm = 2.37705e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297218.5004722 Edm = 7.78779e-05 NCalls = 1310 -VariableMetric: Iteration # 120 - FCN = 297218.5004722 Edm = 7.78779e-05 NCalls = 1310 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302829.7262921 Edm = 23.6704 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302829.7262921 Edm = 23.6704 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300071.587401 Edm = 4.44865 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300054.2448743 Edm = 16.6433 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299017.2988358 Edm = 61.004 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298409.3055869 Edm = 115.532 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298029.3405498 Edm = 27.2586 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297957.7022144 Edm = 15.9487 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297947.4089364 Edm = 1.75158 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297944.7340374 Edm = 0.858395 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297938.7585877 Edm = 5.9528 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297749.2581764 Edm = 207.009 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297741.1832655 Edm = 9.22772 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297720.5328811 Edm = 17.1222 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297512.1122926 Edm = 1.06692 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297511.1052211 Edm = 0.54578 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297510.3415291 Edm = 0.302964 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297507.3674078 Edm = 0.954417 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297505.6093043 Edm = 0.688748 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297505.0462098 Edm = 0.742047 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297504.3595155 Edm = 0.142372 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297503.994654 Edm = 0.226516 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297503.7865874 Edm = 0.122895 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297502.9649455 Edm = 0.718305 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297500.417956 Edm = 2.75928 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297492.3424228 Edm = 8.11985 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297479.8215515 Edm = 23.1335 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297468.0641556 Edm = 8.39831 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297436.8993139 Edm = 4.98396 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297432.1591669 Edm = 1.82889 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297428.7842139 Edm = 2.68124 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297422.2008372 Edm = 5.70895 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297419.8672925 Edm = 2.11101 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297414.9285821 Edm = 1.34398 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297409.9123638 Edm = 7.24257 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297406.7995848 Edm = 4.97642 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297402.3631275 Edm = 2.26321 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297398.9332931 Edm = 5.96551 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297397.0883763 Edm = 4.79866 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297394.6280551 Edm = 4.35602 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297392.2608821 Edm = 1.41297 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297391.1810633 Edm = 0.199745 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297391.0645472 Edm = 0.0242727 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297390.92589 Edm = 0.140964 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297386.6275977 Edm = 4.439 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297386.3087374 Edm = 0.351655 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297384.542547 Edm = 1.70665 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297378.8261219 Edm = 1.08115 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297376.8750534 Edm = 0.134338 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297376.7115106 Edm = 0.0142829 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297376.6879261 Edm = 0.0200972 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297375.7922009 Edm = 1.12893 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297374.3812024 Edm = 1.23491 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297348.4633521 Edm = 1.4059 NCalls = 197 -VariableMetric: Iteration # 53 - FCN = 297346.0997851 Edm = 0.158134 NCalls = 200 -VariableMetric: Iteration # 54 - FCN = 297345.9167851 Edm = 0.00235704 NCalls = 202 -VariableMetric: Iteration # 55 - FCN = 297345.9090691 Edm = 0.00429158 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297345.8309849 Edm = 0.0364299 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297344.9219976 Edm = 0.694555 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297330.4922052 Edm = 5.16787 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297321.353947 Edm = 0.491556 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297320.8252944 Edm = 0.0381885 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297320.7504066 Edm = 0.0245232 NCalls = 224 -VariableMetric: Iteration # 62 - FCN = 297320.7327961 Edm = 0.00187659 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297320.7188124 Edm = 0.0126499 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297319.387976 Edm = 1.3183 NCalls = 236 -VariableMetric: Iteration # 65 - FCN = 297310.5714573 Edm = 1.80707 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297307.8218624 Edm = 0.357421 NCalls = 242 -VariableMetric: Iteration # 67 - FCN = 297307.3950243 Edm = 0.183852 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297307.2440487 Edm = 0.0341399 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297307.2024553 Edm = 0.00445758 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297307.1974366 Edm = 0.000707747 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297307.1963254 Edm = 0.000594567 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297307.1753029 Edm = 0.0245387 NCalls = 257 -VariableMetric: Iteration # 73 - FCN = 297306.6284576 Edm = 0.051428 NCalls = 264 -VariableMetric: Iteration # 74 - FCN = 297302.4954766 Edm = 2.58837 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297298.752267 Edm = 2.76076 NCalls = 270 -VariableMetric: Iteration # 76 - FCN = 297295.7882199 Edm = 0.996262 NCalls = 273 -VariableMetric: Iteration # 77 - FCN = 297295.1342974 Edm = 0.0417465 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297295.0801263 Edm = 0.00999738 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297295.0606754 Edm = 0.00165757 NCalls = 279 -VariableMetric: Iteration # 80 - FCN = 297295.0588821 Edm = 0.000504847 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297295.0560867 Edm = 0.00287273 NCalls = 284 -VariableMetric: Iteration # 82 - FCN = 297294.6551042 Edm = 0.215019 NCalls = 291 -VariableMetric: Iteration # 83 - FCN = 297292.7151661 Edm = 2.74133 NCalls = 293 -VariableMetric: Iteration # 84 - FCN = 297292.1413158 Edm = 0.479637 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297290.2909784 Edm = 0.151126 NCalls = 299 -VariableMetric: Iteration # 86 - FCN = 297290.1441279 Edm = 0.0183011 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297290.1200172 Edm = 0.00949072 NCalls = 302 -VariableMetric: Iteration # 88 - FCN = 297290.0995626 Edm = 0.00934925 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297290.0844289 Edm = 0.00126656 NCalls = 306 -VariableMetric: Iteration # 90 - FCN = 297290.0830051 Edm = 0.000170145 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297290.0816806 Edm = 0.00117989 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297289.952146 Edm = 0.142799 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297288.1867802 Edm = 1.73499 NCalls = 321 -VariableMetric: Iteration # 94 - FCN = 297286.2218547 Edm = 1.11708 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297285.1055723 Edm = 0.0948805 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297285.006348 Edm = 0.00835869 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297284.9927479 Edm = 0.00219281 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297284.9902622 Edm = 0.000138238 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297284.9900491 Edm = 9.0003e-05 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297284.988973 Edm = 0.00107858 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297284.9325493 Edm = 0.0414413 NCalls = 345 -VariableMetric: Iteration # 102 - FCN = 297283.8375912 Edm = 0.329388 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297283.2725893 Edm = 0.0177995 NCalls = 351 -VariableMetric: Iteration # 104 - FCN = 297283.2520036 Edm = 0.00102556 NCalls = 353 -VariableMetric: Iteration # 105 - FCN = 297283.2509453 Edm = 9.35675e-05 NCalls = 355 -VariableMetric: Iteration # 106 - FCN = 297283.2507611 Edm = 0.000143845 NCalls = 357 -VariableMetric: Iteration # 107 - FCN = 297283.2460075 Edm = 0.00482585 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297283.1477381 Edm = 0.00620063 NCalls = 369 -VariableMetric: Iteration # 109 - FCN = 297282.2146637 Edm = 0.224096 NCalls = 371 -VariableMetric: Iteration # 110 - FCN = 297281.6929892 Edm = 0.0573421 NCalls = 373 -VariableMetric: Iteration # 111 - FCN = 297281.6418592 Edm = 0.00348203 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297281.6378142 Edm = 7.66887e-05 NCalls = 377 -VariableMetric: After Hessian - FCN = 297281.6378142 Edm = 1.34532 NCalls = 854 -VariableMetric: Iteration # 113 - FCN = 297281.6378142 Edm = 1.34532 NCalls = 854 -VariableMetric: Iteration # 114 - FCN = 297280.6622261 Edm = 1.44439 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297280.5682437 Edm = 0.992924 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297280.5663198 Edm = 1524.03 NCalls = 865 -VariableMetric: Iteration # 117 - FCN = 297280.5540728 Edm = 5917.6 NCalls = 870 -VariableMetric: Iteration # 118 - FCN = 297280.4893343 Edm = 19066.8 NCalls = 875 -VariableMetric: Iteration # 119 - FCN = 297280.4381347 Edm = 2816.29 NCalls = 880 -VariableMetric: Iteration # 120 - FCN = 297280.3564506 Edm = 1735.31 NCalls = 884 -VariableMetric: Iteration # 121 - FCN = 297280.3140868 Edm = 1586.13 NCalls = 888 -VariableMetric: Iteration # 122 - FCN = 297280.2767757 Edm = 586.449 NCalls = 893 -VariableMetric: Iteration # 123 - FCN = 297280.2507184 Edm = 306.131 NCalls = 897 -VariableMetric: Iteration # 124 - FCN = 297280.188612 Edm = 258.615 NCalls = 901 -VariableMetric: Iteration # 125 - FCN = 297280.1567774 Edm = 206.029 NCalls = 905 -VariableMetric: Iteration # 126 - FCN = 297280.1410709 Edm = 482.9 NCalls = 908 -VariableMetric: Iteration # 127 - FCN = 297280.05866 Edm = 592.952 NCalls = 911 -VariableMetric: Iteration # 128 - FCN = 297279.907878 Edm = 37.3331 NCalls = 914 -VariableMetric: Iteration # 129 - FCN = 297279.8590043 Edm = 13.4237 NCalls = 917 -VariableMetric: Iteration # 130 - FCN = 297279.8414296 Edm = 9.39421 NCalls = 920 -VariableMetric: Iteration # 131 - FCN = 297279.8245109 Edm = 3.13007 NCalls = 923 -VariableMetric: Iteration # 132 - FCN = 297279.8013401 Edm = 3.11416 NCalls = 926 -VariableMetric: Iteration # 133 - FCN = 297279.7889503 Edm = 0.0627475 NCalls = 929 -VariableMetric: Iteration # 134 - FCN = 297279.7879312 Edm = 0.755925 NCalls = 931 -VariableMetric: Iteration # 135 - FCN = 297279.7856679 Edm = 0.54669 NCalls = 933 -VariableMetric: Iteration # 136 - FCN = 297279.7777924 Edm = 0.760443 NCalls = 935 -VariableMetric: Iteration # 137 - FCN = 297279.7454345 Edm = 0.51991 NCalls = 937 -VariableMetric: Iteration # 138 - FCN = 297279.744233 Edm = 0.010927 NCalls = 939 -VariableMetric: Iteration # 139 - FCN = 297279.7441786 Edm = 0.00345165 NCalls = 942 -VariableMetric: Iteration # 140 - FCN = 297279.7426864 Edm = 6.73366e-05 NCalls = 944 -VariableMetric: Iteration # 141 - FCN = 297279.742618 Edm = 2.11979e-06 NCalls = 945 -VariableMetric: After Hessian - FCN = 297279.742618 Edm = 0.00113809 NCalls = 1440 -VariableMetric: Iteration # 142 - FCN = 297279.742618 Edm = 0.00113809 NCalls = 1440 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322578.8029632 Edm = 3495.07 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322578.8029632 Edm = 3495.07 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314830.3694403 Edm = 15.564 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 300898.0019682 Edm = 3945.26 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300465.6443985 Edm = 2632.81 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299289.9457971 Edm = 149.759 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299036.1429427 Edm = 140.501 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298920.1764777 Edm = 13.809 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298887.481892 Edm = 8.35478 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298811.0763255 Edm = 4.57481 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298802.0287924 Edm = 10.0548 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298775.8231553 Edm = 32.0572 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298442.1697089 Edm = 112.944 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298177.0162223 Edm = 2.51982 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298170.2001055 Edm = 4.05089 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 298158.4480226 Edm = 5.36491 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298151.9683498 Edm = 3.79744 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 298150.6309823 Edm = 0.144183 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 298149.6122107 Edm = 0.978463 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 298014.4287096 Edm = 37.956 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297941.1652888 Edm = 14.3373 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297925.5724037 Edm = 3.42501 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297812.0202945 Edm = 23.601 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297723.7564891 Edm = 180.291 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297641.2085272 Edm = 9.11863 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297632.6429502 Edm = 2.54997 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297630.5983236 Edm = 1.29302 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297627.3912758 Edm = 0.818912 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297626.3112418 Edm = 0.509938 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297625.6417427 Edm = 0.244705 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297624.9389601 Edm = 0.0653681 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297624.8118787 Edm = 0.022465 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297624.3873894 Edm = 0.240107 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297624.1354028 Edm = 0.560389 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297623.9446048 Edm = 0.0860238 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297623.5854914 Edm = 0.305986 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297623.237244 Edm = 0.729834 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297621.5752304 Edm = 1.364 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297620.4699675 Edm = 4.43829 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297617.4241316 Edm = 1.24056 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297614.9603276 Edm = 4.63175 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297612.5220594 Edm = 1.5799 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297610.6554738 Edm = 1.19683 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297608.6617786 Edm = 1.25549 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297606.0656316 Edm = 3.1089 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297599.8768697 Edm = 5.83594 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297594.8562406 Edm = 16.663 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297583.6599757 Edm = 22.1885 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297561.3505468 Edm = 24.4013 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297526.5416026 Edm = 23.142 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297426.9412743 Edm = 6.31909 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297417.261387 Edm = 1.74889 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297416.2452502 Edm = 0.656693 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297415.5366237 Edm = 0.201226 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297414.6202022 Edm = 0.59452 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297414.0163221 Edm = 0.181831 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297413.7427937 Edm = 0.0475276 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297413.6578402 Edm = 0.0132722 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297413.607687 Edm = 0.034999 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297412.9230545 Edm = 0.591949 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297411.5969742 Edm = 1.05179 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297410.7857635 Edm = 1.12505 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297410.0042671 Edm = 0.386571 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297408.2874498 Edm = 0.698833 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297406.6412978 Edm = 2.66489 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297406.1292423 Edm = 0.719538 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297405.1241919 Edm = 0.969576 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297404.4206979 Edm = 0.314797 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297402.8241058 Edm = 1.64676 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297401.137239 Edm = 2.44382 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297399.859504 Edm = 0.999289 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297399.5441187 Edm = 0.724557 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297397.9732222 Edm = 0.583708 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297394.7786622 Edm = 11.6962 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297393.9332833 Edm = 0.921359 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297389.3860827 Edm = 2.62063 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297386.0547666 Edm = 37.0938 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297381.5226652 Edm = 3.56476 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297373.9851058 Edm = 2.63341 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297371.2365472 Edm = 13.1662 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297369.1806297 Edm = 3.48008 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297368.0001049 Edm = 4.23117 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297363.9024694 Edm = 0.976302 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297362.7735441 Edm = 1.26607 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297360.9928876 Edm = 0.655101 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297360.5446279 Edm = 0.275468 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297360.2597863 Edm = 0.045283 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297360.1592807 Edm = 0.0532948 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297360.1023226 Edm = 0.0173581 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297360.0629914 Edm = 0.00446165 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297360.0380182 Edm = 0.0197146 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297358.9479994 Edm = 1.10665 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297344.4719761 Edm = 4.13722 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297338.3073057 Edm = 1.86016 NCalls = 311 -VariableMetric: Iteration # 93 - FCN = 297337.9396667 Edm = 0.767695 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297336.6076008 Edm = 0.52978 NCalls = 316 -VariableMetric: Iteration # 95 - FCN = 297335.0478095 Edm = 0.44923 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297334.2890139 Edm = 1.1863 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297333.410751 Edm = 0.972972 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297332.0544115 Edm = 0.953508 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297331.436236 Edm = 0.0821907 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297331.3401775 Edm = 0.00371885 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297331.3348696 Edm = 0.00203802 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297331.3200631 Edm = 0.0140535 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297330.6681674 Edm = 0.561365 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297309.5917811 Edm = 5.96199 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297302.1196725 Edm = 0.364579 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297301.7604905 Edm = 0.0322512 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297301.7408369 Edm = 0.00563157 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297301.7320183 Edm = 0.00199582 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297301.7220077 Edm = 0.00629342 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297301.6359075 Edm = 0.0692253 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297301.0262342 Edm = 0.506751 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297299.4874579 Edm = 0.243842 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297299.2571631 Edm = 0.00910418 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297299.2490815 Edm = 0.00113996 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297299.2476575 Edm = 0.000676991 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297299.2443853 Edm = 0.00250839 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297299.2026654 Edm = 0.0533474 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297297.5321598 Edm = 1.67771 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297288.5989587 Edm = 1.61513 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297286.9133993 Edm = 0.502689 NCalls = 391 -VariableMetric: Iteration # 121 - FCN = 297286.0409513 Edm = 0.193633 NCalls = 396 -VariableMetric: Iteration # 122 - FCN = 297285.8831147 Edm = 0.0196392 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297285.8685679 Edm = 0.0013933 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297285.8671953 Edm = 0.000285621 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297285.8655173 Edm = 0.00124027 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297285.7627517 Edm = 0.0852442 NCalls = 410 -VariableMetric: Iteration # 127 - FCN = 297284.392046 Edm = 0.243581 NCalls = 415 -VariableMetric: Iteration # 128 - FCN = 297284.0996318 Edm = 0.0114374 NCalls = 417 -VariableMetric: Iteration # 129 - FCN = 297284.0926508 Edm = 0.00100484 NCalls = 419 -VariableMetric: Iteration # 130 - FCN = 297284.0918755 Edm = 6.80676e-05 NCalls = 421 -VariableMetric: After Hessian - FCN = 297284.0918755 Edm = 2333.13 NCalls = 904 -VariableMetric: Iteration # 131 - FCN = 297284.0918755 Edm = 2333.13 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297281.7466226 Edm = 38875.3 NCalls = 910 -VariableMetric: Iteration # 133 - FCN = 297281.6082631 Edm = 5103.8 NCalls = 917 -VariableMetric: Iteration # 134 - FCN = 297281.3071095 Edm = 2833.39 NCalls = 922 -VariableMetric: Iteration # 135 - FCN = 297280.9433305 Edm = 3623.85 NCalls = 926 -VariableMetric: Iteration # 136 - FCN = 297280.7646428 Edm = 770.714 NCalls = 930 -VariableMetric: Iteration # 137 - FCN = 297279.8282821 Edm = 718.119 NCalls = 933 -VariableMetric: Iteration # 138 - FCN = 297279.0503076 Edm = 415.242 NCalls = 936 -VariableMetric: Iteration # 139 - FCN = 297278.2439436 Edm = 56.078 NCalls = 939 -VariableMetric: Iteration # 140 - FCN = 297277.8640054 Edm = 93.8843 NCalls = 942 -VariableMetric: Iteration # 141 - FCN = 297277.5307555 Edm = 158.664 NCalls = 945 -VariableMetric: Iteration # 142 - FCN = 297276.8229699 Edm = 366.869 NCalls = 947 -VariableMetric: Iteration # 143 - FCN = 297276.2969245 Edm = 28.1058 NCalls = 950 -VariableMetric: Iteration # 144 - FCN = 297276.1781478 Edm = 28.4754 NCalls = 953 -VariableMetric: Iteration # 145 - FCN = 297275.950294 Edm = 29.8641 NCalls = 955 -VariableMetric: Iteration # 146 - FCN = 297275.8860631 Edm = 18.1158 NCalls = 958 -VariableMetric: Iteration # 147 - FCN = 297275.5458403 Edm = 8.44275 NCalls = 960 -VariableMetric: Iteration # 148 - FCN = 297275.31943 Edm = 1.98167 NCalls = 962 -VariableMetric: Iteration # 149 - FCN = 297275.1160427 Edm = 1.63045 NCalls = 964 -VariableMetric: Iteration # 150 - FCN = 297273.549436 Edm = 11.1758 NCalls = 968 -VariableMetric: Iteration # 151 - FCN = 297273.3669899 Edm = 2.43779 NCalls = 970 -VariableMetric: Iteration # 152 - FCN = 297273.2024796 Edm = 0.713023 NCalls = 972 -VariableMetric: Iteration # 153 - FCN = 297272.9934793 Edm = 3.7562 NCalls = 974 -VariableMetric: Iteration # 154 - FCN = 297272.5342498 Edm = 1.92293 NCalls = 976 -VariableMetric: Iteration # 155 - FCN = 297272.4346124 Edm = 0.460118 NCalls = 978 -VariableMetric: Iteration # 156 - FCN = 297272.2737162 Edm = 0.457911 NCalls = 980 -VariableMetric: Iteration # 157 - FCN = 297271.9985423 Edm = 0.461348 NCalls = 983 -VariableMetric: Iteration # 158 - FCN = 297271.8419282 Edm = 0.307436 NCalls = 985 -VariableMetric: Iteration # 159 - FCN = 297271.6235789 Edm = 0.200345 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297271.4833055 Edm = 0.233137 NCalls = 991 -VariableMetric: Iteration # 161 - FCN = 297271.3031997 Edm = 0.131764 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297271.1221733 Edm = 0.266539 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297271.0721804 Edm = 0.0498851 NCalls = 996 -VariableMetric: Iteration # 164 - FCN = 297271.0149534 Edm = 0.151061 NCalls = 998 -VariableMetric: Iteration # 165 - FCN = 297270.8772791 Edm = 0.0630468 NCalls = 1001 -VariableMetric: Iteration # 166 - FCN = 297270.8021039 Edm = 0.122379 NCalls = 1002 -VariableMetric: Iteration # 167 - FCN = 297270.7394832 Edm = 0.0344287 NCalls = 1004 -VariableMetric: Iteration # 168 - FCN = 297270.6660801 Edm = 0.0213467 NCalls = 1008 -VariableMetric: Iteration # 169 - FCN = 297270.6391159 Edm = 0.0139936 NCalls = 1010 -VariableMetric: Iteration # 170 - FCN = 297270.6117578 Edm = 0.0226461 NCalls = 1013 -VariableMetric: Iteration # 171 - FCN = 297270.5982981 Edm = 0.0162312 NCalls = 1015 -VariableMetric: Iteration # 172 - FCN = 297270.5754506 Edm = 0.0242856 NCalls = 1017 -VariableMetric: Iteration # 173 - FCN = 297270.5533481 Edm = 0.0181754 NCalls = 1020 -VariableMetric: Iteration # 174 - FCN = 297270.5318646 Edm = 0.0140453 NCalls = 1023 -VariableMetric: Iteration # 175 - FCN = 297270.5152728 Edm = 0.00460623 NCalls = 1025 -VariableMetric: Iteration # 176 - FCN = 297270.5049609 Edm = 0.00731329 NCalls = 1027 -VariableMetric: Iteration # 177 - FCN = 297270.486913 Edm = 0.0254548 NCalls = 1031 -VariableMetric: Iteration # 178 - FCN = 297270.4694462 Edm = 0.0160188 NCalls = 1035 -VariableMetric: Iteration # 179 - FCN = 297270.4455493 Edm = 0.00690707 NCalls = 1039 -VariableMetric: Iteration # 180 - FCN = 297270.4361825 Edm = 0.00720601 NCalls = 1042 -VariableMetric: Iteration # 181 - FCN = 297270.421266 Edm = 0.0178965 NCalls = 1046 -VariableMetric: Iteration # 182 - FCN = 297270.3882662 Edm = 0.0274574 NCalls = 1050 -VariableMetric: Iteration # 183 - FCN = 297270.3807466 Edm = 0.0111313 NCalls = 1053 -VariableMetric: Iteration # 184 - FCN = 297270.3558821 Edm = 0.0116875 NCalls = 1056 -VariableMetric: Iteration # 185 - FCN = 297270.3360745 Edm = 0.00370448 NCalls = 1058 -VariableMetric: Iteration # 186 - FCN = 297270.3294062 Edm = 0.00267067 NCalls = 1061 -VariableMetric: Iteration # 187 - FCN = 297270.3225817 Edm = 0.0042913 NCalls = 1063 -VariableMetric: Iteration # 188 - FCN = 297270.3172623 Edm = 0.00431854 NCalls = 1065 -VariableMetric: Iteration # 189 - FCN = 297270.3111128 Edm = 0.00356862 NCalls = 1067 -VariableMetric: Iteration # 190 - FCN = 297270.3059515 Edm = 0.00117165 NCalls = 1069 -VariableMetric: Iteration # 191 - FCN = 297270.3037647 Edm = 0.00123146 NCalls = 1072 -VariableMetric: Iteration # 192 - FCN = 297270.3030555 Edm = 0.000580398 NCalls = 1074 -VariableMetric: Iteration # 193 - FCN = 297270.3020619 Edm = 0.000192593 NCalls = 1077 -VariableMetric: Iteration # 194 - FCN = 297270.3018084 Edm = 0.000130447 NCalls = 1079 -VariableMetric: Iteration # 195 - FCN = 297270.3016726 Edm = 2.90888e-05 NCalls = 1082 -VariableMetric: After Hessian - FCN = 297270.3016726 Edm = 0.00016857 NCalls = 1569 -VariableMetric: Iteration # 196 - FCN = 297270.3016726 Edm = 0.00016857 NCalls = 1569 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332131.0849708 Edm = 438.662 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332131.0849708 Edm = 438.662 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305130.2508547 Edm = 17.2918 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304850.3371944 Edm = 1950.91 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304630.1528526 Edm = 426.977 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304489.2051774 Edm = 10.3425 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 304475.1313908 Edm = 13.3941 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 303913.1004469 Edm = 236.605 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 302538.1405018 Edm = 92.5332 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 302422.4394347 Edm = 5.69853 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 302405.5927054 Edm = 7.6719 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 302380.7863807 Edm = 22.968 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 299462.8491449 Edm = 1114.55 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 299190.5586912 Edm = 905.76 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298703.4583019 Edm = 69.4607 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298003.5174123 Edm = 276.15 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297778.6163326 Edm = 123.839 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297749.7811823 Edm = 3.98917 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297746.5063992 Edm = 0.065256 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297746.1511169 Edm = 0.226665 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297656.1989553 Edm = 1.6881 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297654.1583736 Edm = 0.0142668 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297654.1200683 Edm = 0.0236263 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297616.0940329 Edm = 4.37168 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297564.4140618 Edm = 14.0052 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297552.0884886 Edm = 1.37905 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297550.6473231 Edm = 0.0197115 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297550.6206891 Edm = 0.00780731 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297550.1392094 Edm = 0.461802 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297443.8121994 Edm = 24.3719 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297407.6660161 Edm = 5.24552 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297406.4048095 Edm = 1.64863 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297404.5801812 Edm = 0.0662964 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297404.5411093 Edm = 0.0054435 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297404.5331067 Edm = 0.0029357 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297403.2367531 Edm = 1.23882 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297390.9707214 Edm = 3.4236 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297388.7565125 Edm = 0.250323 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297388.6020875 Edm = 0.00506231 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297388.5980023 Edm = 0.000469848 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297388.5967846 Edm = 0.00085957 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297388.5258643 Edm = 0.080102 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297388.4066654 Edm = 0.103845 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297386.3189268 Edm = 0.0527059 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297386.2481112 Edm = 0.000899969 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297386.2469927 Edm = 0.00012056 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297386.2428857 Edm = 0.00391274 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297385.6047677 Edm = 0.380609 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297384.6642382 Edm = 0.0183638 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297384.6455788 Edm = 0.00015385 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297384.6453806 Edm = 4.92163e-05 NCalls = 172 -VariableMetric: After Hessian - FCN = 297384.6453806 Edm = 44110.8 NCalls = 645 -VariableMetric: Iteration # 50 - FCN = 297384.6453806 Edm = 44110.8 NCalls = 645 -VariableMetric: Iteration # 51 - FCN = 297379.7241476 Edm = 7883.01 NCalls = 656 -VariableMetric: Iteration # 52 - FCN = 297379.1137746 Edm = 0.0899226 NCalls = 658 -VariableMetric: Iteration # 53 - FCN = 297373.2172564 Edm = 6.56003 NCalls = 665 -VariableMetric: Iteration # 54 - FCN = 297371.461369 Edm = 3.86822 NCalls = 670 -VariableMetric: Iteration # 55 - FCN = 297369.9373165 Edm = 3.30936 NCalls = 674 -VariableMetric: Iteration # 56 - FCN = 297367.0182458 Edm = 2.16732 NCalls = 678 -VariableMetric: Iteration # 57 - FCN = 297360.9327786 Edm = 0.818697 NCalls = 681 -VariableMetric: Iteration # 58 - FCN = 297359.8799306 Edm = 0.963549 NCalls = 683 -VariableMetric: Iteration # 59 - FCN = 297358.6345018 Edm = 0.567774 NCalls = 685 -VariableMetric: Iteration # 60 - FCN = 297358.0165118 Edm = 0.0831421 NCalls = 687 -VariableMetric: Iteration # 61 - FCN = 297357.7242073 Edm = 0.17701 NCalls = 689 -VariableMetric: Iteration # 62 - FCN = 297357.1475305 Edm = 0.0319451 NCalls = 691 -VariableMetric: Iteration # 63 - FCN = 297357.0282586 Edm = 0.0747104 NCalls = 693 -VariableMetric: Iteration # 64 - FCN = 297356.7510996 Edm = 0.0458625 NCalls = 695 -VariableMetric: Iteration # 65 - FCN = 297356.5461381 Edm = 0.16376 NCalls = 697 -VariableMetric: Iteration # 66 - FCN = 297355.9094958 Edm = 0.1562 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297355.7240898 Edm = 0.0286063 NCalls = 702 -VariableMetric: Iteration # 68 - FCN = 297355.52809 Edm = 0.0478447 NCalls = 705 -VariableMetric: Iteration # 69 - FCN = 297355.4693877 Edm = 0.00903588 NCalls = 707 -VariableMetric: Iteration # 70 - FCN = 297355.4337031 Edm = 0.020268 NCalls = 709 -VariableMetric: Iteration # 71 - FCN = 297355.3866374 Edm = 0.00851596 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297355.3801132 Edm = 0.0034457 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297355.3580575 Edm = 0.00404137 NCalls = 716 -VariableMetric: Iteration # 74 - FCN = 297355.3508472 Edm = 0.00216922 NCalls = 718 -VariableMetric: Iteration # 75 - FCN = 297355.3207478 Edm = 0.00263213 NCalls = 721 -VariableMetric: Iteration # 76 - FCN = 297355.305458 Edm = 0.00954464 NCalls = 724 -VariableMetric: Iteration # 77 - FCN = 297355.2388337 Edm = 0.00444244 NCalls = 727 -VariableMetric: Iteration # 78 - FCN = 297355.2298973 Edm = 0.00453274 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297355.2120778 Edm = 0.00222633 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297355.2088558 Edm = 0.000923265 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297355.1986372 Edm = 0.00743613 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297355.1862144 Edm = 0.00176187 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297355.178656 Edm = 0.00305546 NCalls = 741 -VariableMetric: Iteration # 84 - FCN = 297355.1686345 Edm = 0.00221666 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297355.1646713 Edm = 0.00467984 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297355.1566307 Edm = 0.00274888 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297355.1502516 Edm = 0.00110261 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297355.1435016 Edm = 0.00379873 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297355.1289153 Edm = 0.00371166 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297355.1238442 Edm = 0.006186 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297355.1180582 Edm = 0.0020071 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297355.1141038 Edm = 0.00481432 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297355.1054454 Edm = 0.00435131 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297355.098153 Edm = 0.00655044 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297355.0850246 Edm = 0.0083394 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297355.0684161 Edm = 0.0201052 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297355.0499692 Edm = 0.00234701 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297355.0442876 Edm = 0.00134238 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297355.0413467 Edm = 0.00134236 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297355.0393636 Edm = 0.00162676 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297355.0339873 Edm = 0.0013485 NCalls = 789 -VariableMetric: Iteration # 102 - FCN = 297355.031222 Edm = 0.000589085 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297355.0295898 Edm = 0.00141265 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297355.0274591 Edm = 0.00304344 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297355.0232934 Edm = 0.00234496 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297355.021312 Edm = 0.000651477 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297355.0206767 Edm = 6.42421e-05 NCalls = 804 -VariableMetric: After Hessian - FCN = 297355.0206767 Edm = 0.0103796 NCalls = 1281 -VariableMetric: Iteration # 108 - FCN = 297355.0206767 Edm = 0.0103796 NCalls = 1281 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 335788.5653008 Edm = 1259.1 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 335788.5653008 Edm = 1259.1 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299342.7498008 Edm = 195.54 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298762.0580723 Edm = 453.781 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298679.8439834 Edm = 1.42489 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298616.3988818 Edm = 61.8627 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298594.7885347 Edm = 13.3973 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298009.1634269 Edm = 297.369 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297765.2098044 Edm = 0.444206 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297764.6547075 Edm = 0.229109 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297763.3327386 Edm = 1.99272 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297729.5647756 Edm = 26.796 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297577.6430931 Edm = 4.54043 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297574.719332 Edm = 0.0947646 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297574.5759817 Edm = 0.121808 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297571.4641061 Edm = 3.37794 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297488.1906043 Edm = 7.95767 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297361.3503576 Edm = 7.83602 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297350.0816733 Edm = 0.241865 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297349.4124841 Edm = 0.0365421 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297348.8661317 Edm = 0.200903 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297347.9345466 Edm = 0.465198 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297337.285637 Edm = 5.36406 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297302.7039584 Edm = 2.00181 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297299.494366 Edm = 0.647482 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297298.4564278 Edm = 0.0943838 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297298.328482 Edm = 0.00925972 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297298.3077093 Edm = 0.00750224 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297298.062793 Edm = 0.189478 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297291.106884 Edm = 5.45925 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297290.7065189 Edm = 0.552037 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297288.0605652 Edm = 3.15765 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297247.4267797 Edm = 18.8854 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297230.7742276 Edm = 20.6701 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297224.0452017 Edm = 17.3343 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297217.0849381 Edm = 0.924191 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297216.624289 Edm = 0.0515026 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297216.5845419 Edm = 0.00275894 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297216.5812586 Edm = 0.000895482 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297216.4887782 Edm = 0.0868533 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297204.7205879 Edm = 1.07661 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297203.58151 Edm = 0.0468032 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297203.5379915 Edm = 0.00272178 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297203.5340336 Edm = 0.000868577 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297203.5266122 Edm = 0.00442505 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297203.3393749 Edm = 0.201892 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297199.2828211 Edm = 3.58383 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297183.1030825 Edm = 0.8176 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297181.8682265 Edm = 0.0906615 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297181.7723228 Edm = 0.0048615 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297181.7668135 Edm = 0.00208786 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297181.7602506 Edm = 0.00484858 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297181.4190883 Edm = 0.374719 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297181.0201524 Edm = 0.375195 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297165.8488113 Edm = 0.724651 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297165.1932049 Edm = 0.0424855 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297165.1448988 Edm = 0.00878842 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297165.1258381 Edm = 0.00513171 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297165.1162323 Edm = 0.0047645 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297165.0881667 Edm = 0.0179701 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297163.9311817 Edm = 1.03187 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297147.3552746 Edm = 4.42042 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297141.4772017 Edm = 1.07887 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297140.1594266 Edm = 0.0729388 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297140.1022117 Edm = 0.00337843 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297140.0993891 Edm = 0.000302117 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297140.0985705 Edm = 0.00042629 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297140.0954177 Edm = 0.0026129 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297140.0081495 Edm = 0.0858251 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297138.4781251 Edm = 0.628056 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297137.2562347 Edm = 0.0461847 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297137.1999185 Edm = 0.00304482 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297137.1966693 Edm = 0.000137153 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297137.1963883 Edm = 0.000141739 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297137.1918432 Edm = 0.00436227 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297136.7788221 Edm = 0.346161 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297134.4832901 Edm = 0.498823 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297133.9124316 Edm = 0.04529 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297133.8743132 Edm = 0.00251532 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297133.871675 Edm = 0.000298734 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297133.8713048 Edm = 0.000107312 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297133.8708084 Edm = 0.000474157 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297133.8409446 Edm = 0.0273415 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297130.9539643 Edm = 0.973335 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297129.6589874 Edm = 0.131595 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297129.5339169 Edm = 0.0239145 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297129.5164208 Edm = 0.00191924 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297129.5146664 Edm = 0.000278355 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297129.5142315 Edm = 0.000178284 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297129.5132841 Edm = 0.000817177 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297129.4231758 Edm = 0.10727 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297129.3499122 Edm = 0.0710229 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297127.7779582 Edm = 0.123145 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297127.6719712 Edm = 0.00280487 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297127.6689403 Edm = 0.000215451 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297127.6687587 Edm = 1.94333e-05 NCalls = 310 -VariableMetric: After Hessian - FCN = 297127.6687587 Edm = 0.940768 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297127.6687587 Edm = 0.940768 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297126.7406032 Edm = 0.0586282 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297126.7010935 Edm = 0.00472916 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297126.69208 Edm = 0.000613841 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297126.6907037 Edm = 0.000613577 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297126.6891551 Edm = 0.00170509 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297126.6871357 Edm = 0.00105868 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297126.6858378 Edm = 0.000515851 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297126.6850827 Edm = 0.000273717 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297126.6845797 Edm = 0.000351261 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297126.6842388 Edm = 0.000178122 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297126.6837167 Edm = 0.000319834 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297126.6829982 Edm = 0.000600028 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297126.6822323 Edm = 0.000212584 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297126.6819173 Edm = 0.000254209 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297126.6817653 Edm = 0.000107816 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297126.6815594 Edm = 9.3288e-05 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297126.6814348 Edm = 6.51192e-05 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297126.6813395 Edm = 6.64818e-05 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297126.6812089 Edm = 6.66583e-05 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297126.6810665 Edm = 1.43921e-05 NCalls = 833 -VariableMetric: After Hessian - FCN = 297126.6810665 Edm = 3.27637e-05 NCalls = 1318 -VariableMetric: Iteration # 116 - FCN = 297126.6810665 Edm = 3.27637e-05 NCalls = 1318 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313233.1930242 Edm = 80.5686 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313233.1930242 Edm = 80.5686 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299518.9702618 Edm = 1.81362 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299295.463829 Edm = 3.33989 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299065.5977315 Edm = 215.154 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298804.4501201 Edm = 55.2472 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298757.1166959 Edm = 0.327884 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298756.3815196 Edm = 0.562757 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298620.1547265 Edm = 81.9026 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298391.3173508 Edm = 6.68602 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298384.432207 Edm = 0.654696 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298357.6399812 Edm = 27.4498 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297897.3286278 Edm = 88.6004 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297871.8307595 Edm = 161.96 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297703.2550565 Edm = 50.6444 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297673.6054979 Edm = 0.975519 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297672.3983202 Edm = 0.0463517 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297672.1465146 Edm = 0.215604 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297665.3492704 Edm = 2.92998 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297665.1736054 Edm = 1.14643 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297657.3847363 Edm = 6.05564 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297644.6978261 Edm = 2.12059 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297641.6416279 Edm = 6.59175 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297640.0274497 Edm = 0.313142 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297639.198243 Edm = 0.116209 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297639.0020621 Edm = 0.0692562 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297638.8454171 Edm = 0.0883502 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297638.252451 Edm = 0.420576 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297635.7333618 Edm = 2.40863 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297617.0819672 Edm = 1.59348 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297616.6248942 Edm = 3.27026 NCalls = 120 -VariableMetric: Iteration # 30 - FCN = 297599.7317357 Edm = 9.36721 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297542.5493706 Edm = 2.62784 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297539.3209524 Edm = 0.196649 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297538.9146202 Edm = 0.0512583 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297538.8340524 Edm = 0.0265885 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297538.2565692 Edm = 0.397762 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297538.0504176 Edm = 0.370461 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297536.257044 Edm = 0.213489 NCalls = 148 -VariableMetric: Iteration # 38 - FCN = 297535.9283433 Edm = 0.186762 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297535.689563 Edm = 0.28629 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297530.1618917 Edm = 3.86912 NCalls = 162 -VariableMetric: Iteration # 41 - FCN = 297527.2489642 Edm = 25.4583 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297520.7598218 Edm = 10.9121 NCalls = 167 -VariableMetric: Iteration # 43 - FCN = 297491.5078526 Edm = 8.2301 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297484.1245539 Edm = 4.17559 NCalls = 175 -VariableMetric: Iteration # 45 - FCN = 297480.7100389 Edm = 2.05225 NCalls = 177 -VariableMetric: Iteration # 46 - FCN = 297473.3968167 Edm = 4.81323 NCalls = 181 -VariableMetric: Iteration # 47 - FCN = 297460.7145389 Edm = 27.1748 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297448.1213015 Edm = 4.00412 NCalls = 187 -VariableMetric: Iteration # 49 - FCN = 297442.4135154 Edm = 7.11279 NCalls = 189 -VariableMetric: Iteration # 50 - FCN = 297436.6094843 Edm = 0.441414 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297436.0679867 Edm = 0.481377 NCalls = 194 -VariableMetric: Iteration # 52 - FCN = 297435.6521409 Edm = 0.276373 NCalls = 196 -VariableMetric: Iteration # 53 - FCN = 297435.130083 Edm = 0.0532585 NCalls = 199 -VariableMetric: Iteration # 54 - FCN = 297435.076443 Edm = 0.0128003 NCalls = 201 -VariableMetric: Iteration # 55 - FCN = 297435.0533673 Edm = 0.00892185 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297434.7021605 Edm = 0.269844 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297433.3848433 Edm = 0.358919 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297432.9443246 Edm = 0.0869936 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297432.6703427 Edm = 0.548459 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297430.1009354 Edm = 1.15943 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297429.2373228 Edm = 2.4741 NCalls = 224 -VariableMetric: Iteration # 62 - FCN = 297427.8795275 Edm = 0.6481 NCalls = 226 -VariableMetric: Iteration # 63 - FCN = 297421.4842043 Edm = 0.814098 NCalls = 234 -VariableMetric: Iteration # 64 - FCN = 297420.0249524 Edm = 2.55707 NCalls = 237 -VariableMetric: Iteration # 65 - FCN = 297418.2895285 Edm = 1.46587 NCalls = 241 -VariableMetric: Iteration # 66 - FCN = 297390.6773591 Edm = 2.76056 NCalls = 251 -VariableMetric: Iteration # 67 - FCN = 297390.4318975 Edm = 2.24628 NCalls = 254 -VariableMetric: Iteration # 68 - FCN = 297387.7731641 Edm = 0.312033 NCalls = 256 -VariableMetric: Iteration # 69 - FCN = 297387.1635473 Edm = 0.334925 NCalls = 258 -VariableMetric: Iteration # 70 - FCN = 297386.2023914 Edm = 0.128065 NCalls = 262 -VariableMetric: Iteration # 71 - FCN = 297386.0259413 Edm = 0.022365 NCalls = 264 -VariableMetric: Iteration # 72 - FCN = 297386.0057999 Edm = 0.00475663 NCalls = 266 -VariableMetric: Iteration # 73 - FCN = 297385.9952871 Edm = 0.0048137 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297385.847785 Edm = 0.0927792 NCalls = 272 -VariableMetric: Iteration # 75 - FCN = 297383.2072564 Edm = 2.24139 NCalls = 276 -VariableMetric: Iteration # 76 - FCN = 297367.473003 Edm = 1.32636 NCalls = 280 -VariableMetric: Iteration # 77 - FCN = 297366.0781627 Edm = 0.717932 NCalls = 281 -VariableMetric: Iteration # 78 - FCN = 297365.4454035 Edm = 0.269437 NCalls = 283 -VariableMetric: Iteration # 79 - FCN = 297365.0901115 Edm = 0.0281575 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297365.0597945 Edm = 0.0020721 NCalls = 287 -VariableMetric: Iteration # 81 - FCN = 297365.0527804 Edm = 0.00417562 NCalls = 289 -VariableMetric: Iteration # 82 - FCN = 297364.6974887 Edm = 0.320635 NCalls = 294 -VariableMetric: Iteration # 83 - FCN = 297355.5191895 Edm = 2.90583 NCalls = 299 -VariableMetric: Iteration # 84 - FCN = 297352.9838739 Edm = 0.558572 NCalls = 301 -VariableMetric: Iteration # 85 - FCN = 297352.3133718 Edm = 0.024095 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297352.2829725 Edm = 0.00546075 NCalls = 305 -VariableMetric: Iteration # 87 - FCN = 297352.2630461 Edm = 0.013211 NCalls = 307 -VariableMetric: Iteration # 88 - FCN = 297352.2015492 Edm = 0.0497165 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297351.8425543 Edm = 0.330834 NCalls = 313 -VariableMetric: Iteration # 90 - FCN = 297347.2788349 Edm = 3.88007 NCalls = 317 -VariableMetric: Iteration # 91 - FCN = 297338.3345697 Edm = 0.474098 NCalls = 320 -VariableMetric: Iteration # 92 - FCN = 297337.7826528 Edm = 0.0353887 NCalls = 321 -VariableMetric: Iteration # 93 - FCN = 297337.7334591 Edm = 0.00289028 NCalls = 323 -VariableMetric: Iteration # 94 - FCN = 297337.729843 Edm = 0.000686035 NCalls = 325 -VariableMetric: Iteration # 95 - FCN = 297337.7251462 Edm = 0.00363166 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297337.5664441 Edm = 0.102785 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297334.9947528 Edm = 1.84858 NCalls = 336 -VariableMetric: Iteration # 98 - FCN = 297327.3500126 Edm = 7.59165 NCalls = 338 -VariableMetric: Iteration # 99 - FCN = 297322.2919052 Edm = 5.9624 NCalls = 341 -VariableMetric: Iteration # 100 - FCN = 297316.3307453 Edm = 2.04518 NCalls = 343 -VariableMetric: Iteration # 101 - FCN = 297314.1333749 Edm = 2.29293 NCalls = 345 -VariableMetric: Iteration # 102 - FCN = 297312.3464481 Edm = 0.891061 NCalls = 347 -VariableMetric: Iteration # 103 - FCN = 297311.23128 Edm = 0.283959 NCalls = 350 -VariableMetric: Iteration # 104 - FCN = 297310.9840026 Edm = 0.0650951 NCalls = 352 -VariableMetric: Iteration # 105 - FCN = 297310.9217718 Edm = 0.0128385 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297310.9063991 Edm = 0.0076981 NCalls = 356 -VariableMetric: Iteration # 107 - FCN = 297310.8741869 Edm = 0.0246166 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297310.4626563 Edm = 0.329571 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297307.1421115 Edm = 4.40078 NCalls = 369 -VariableMetric: Iteration # 110 - FCN = 297298.2186193 Edm = 7.10473 NCalls = 373 -VariableMetric: Iteration # 111 - FCN = 297282.133613 Edm = 24.162 NCalls = 379 -VariableMetric: Iteration # 112 - FCN = 297276.4410274 Edm = 3.24536 NCalls = 380 -VariableMetric: Iteration # 113 - FCN = 297274.036812 Edm = 0.38077 NCalls = 383 -VariableMetric: Iteration # 114 - FCN = 297273.6615769 Edm = 0.115983 NCalls = 384 -VariableMetric: Iteration # 115 - FCN = 297273.5776559 Edm = 0.0723226 NCalls = 386 -VariableMetric: Iteration # 116 - FCN = 297273.4935373 Edm = 0.0185169 NCalls = 388 -VariableMetric: Iteration # 117 - FCN = 297273.4714518 Edm = 0.00465906 NCalls = 390 -VariableMetric: Iteration # 118 - FCN = 297273.4597421 Edm = 0.0112751 NCalls = 392 -VariableMetric: Iteration # 119 - FCN = 297273.4095659 Edm = 0.0373206 NCalls = 396 -VariableMetric: Iteration # 120 - FCN = 297272.9033518 Edm = 0.378311 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297266.7703188 Edm = 4.06508 NCalls = 403 -VariableMetric: Iteration # 122 - FCN = 297256.2185841 Edm = 3.35518 NCalls = 406 -VariableMetric: Iteration # 123 - FCN = 297252.1356249 Edm = 0.428671 NCalls = 408 -VariableMetric: Iteration # 124 - FCN = 297251.7672087 Edm = 0.0335134 NCalls = 410 -VariableMetric: Iteration # 125 - FCN = 297251.7318032 Edm = 0.00363783 NCalls = 412 -VariableMetric: Iteration # 126 - FCN = 297251.7266526 Edm = 0.00103625 NCalls = 414 -VariableMetric: Iteration # 127 - FCN = 297251.725148 Edm = 0.0005813 NCalls = 416 -VariableMetric: Iteration # 128 - FCN = 297251.7234814 Edm = 0.00125253 NCalls = 418 -VariableMetric: Iteration # 129 - FCN = 297251.7191768 Edm = 0.00260864 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297251.6881703 Edm = 0.0207666 NCalls = 423 -VariableMetric: Iteration # 131 - FCN = 297251.3174266 Edm = 0.284211 NCalls = 427 -VariableMetric: Iteration # 132 - FCN = 297248.4508672 Edm = 0.83454 NCalls = 430 -VariableMetric: Iteration # 133 - FCN = 297246.9482883 Edm = 0.144437 NCalls = 432 -VariableMetric: Iteration # 134 - FCN = 297246.7788622 Edm = 0.0203013 NCalls = 434 -VariableMetric: Iteration # 135 - FCN = 297246.7546378 Edm = 0.000908428 NCalls = 436 -VariableMetric: Iteration # 136 - FCN = 297246.753674 Edm = 6.25268e-05 NCalls = 438 -VariableMetric: After Hessian - FCN = 297246.753674 Edm = 3.20257 NCalls = 919 -VariableMetric: Iteration # 137 - FCN = 297246.753674 Edm = 3.20257 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297242.0113328 Edm = 0.831549 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297241.5413358 Edm = 0.519873 NCalls = 927 -VariableMetric: Iteration # 140 - FCN = 297241.3931817 Edm = 1.06585 NCalls = 929 -VariableMetric: Iteration # 141 - FCN = 297241.0588073 Edm = 0.132243 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297240.7166281 Edm = 0.113339 NCalls = 934 -VariableMetric: Iteration # 143 - FCN = 297240.5510117 Edm = 0.0797807 NCalls = 936 -VariableMetric: Iteration # 144 - FCN = 297240.3289056 Edm = 0.104056 NCalls = 938 -VariableMetric: Iteration # 145 - FCN = 297240.1696982 Edm = 0.0216139 NCalls = 940 -VariableMetric: Iteration # 146 - FCN = 297240.1442947 Edm = 0.00375127 NCalls = 942 -VariableMetric: Iteration # 147 - FCN = 297240.1395331 Edm = 0.000823529 NCalls = 944 -VariableMetric: Iteration # 148 - FCN = 297240.1385362 Edm = 0.000153186 NCalls = 946 -VariableMetric: Iteration # 149 - FCN = 297240.1383508 Edm = 3.74116e-05 NCalls = 948 -VariableMetric: After Hessian - FCN = 297240.1383508 Edm = 0.000131599 NCalls = 1431 -VariableMetric: Iteration # 150 - FCN = 297240.1383508 Edm = 0.000131599 NCalls = 1431 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330421.1997807 Edm = 3291.31 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330421.1997807 Edm = 3291.31 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300001.316178 Edm = 12.2759 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299963.8489871 Edm = 9.05977 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297839.9569387 Edm = 4.87402 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297741.039975 Edm = 3.11369 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297737.1564034 Edm = 0.113526 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297732.4169798 Edm = 4.24742 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297698.5604703 Edm = 6.88086 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297683.0307896 Edm = 2.69785 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297679.6751303 Edm = 0.417322 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297679.3261347 Edm = 0.0348492 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297678.8103845 Edm = 0.448307 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297565.29925 Edm = 56.8348 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297493.9985861 Edm = 46.1604 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297454.613305 Edm = 12.176 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297444.6848432 Edm = 15.6147 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297431.7986306 Edm = 1.65233 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297429.6975108 Edm = 0.303454 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297429.0375539 Edm = 0.242216 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297428.0596725 Edm = 0.551932 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297423.6128171 Edm = 4.3139 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297395.9763266 Edm = 15.4487 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297321.9999172 Edm = 12.0095 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297313.6225501 Edm = 1.87452 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297311.4387919 Edm = 1.16687 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297310.4870722 Edm = 0.433322 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297309.5260929 Edm = 0.147517 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297309.2886993 Edm = 0.0126275 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297309.274136 Edm = 0.00475463 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297309.1822932 Edm = 0.0923072 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297307.0210708 Edm = 1.85387 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297280.4353106 Edm = 3.42776 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297276.2352294 Edm = 0.922519 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297275.5493335 Edm = 2.02964 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297273.4145072 Edm = 0.812634 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297272.245829 Edm = 0.357311 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297271.9863937 Edm = 0.0620725 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297271.9027694 Edm = 0.00496848 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297271.8932994 Edm = 0.00327868 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297271.8478561 Edm = 0.059187 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297271.7487108 Edm = 0.0858889 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297258.3179924 Edm = 14.5306 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297258.1424888 Edm = 0.422593 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297252.5054935 Edm = 3.16408 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297239.0471738 Edm = 1.72588 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297233.0807123 Edm = 1.27449 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297232.0400141 Edm = 1.22157 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297230.8340036 Edm = 0.289093 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297230.5065453 Edm = 0.0820923 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297230.4222906 Edm = 0.013564 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297230.4046421 Edm = 0.00424795 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297230.3971293 Edm = 0.00393592 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297230.349681 Edm = 0.033621 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297227.8121512 Edm = 4.26898 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297227.4811127 Edm = 0.603317 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297224.2205027 Edm = 3.22285 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297224.0085235 Edm = 0.142783 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297219.664717 Edm = 2.07755 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297214.3113989 Edm = 4.86697 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297211.7338009 Edm = 1.99399 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297208.2981557 Edm = 3.00186 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297203.2855512 Edm = 0.450524 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297202.9953633 Edm = 0.353277 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297202.8197056 Edm = 0.0318757 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297202.7954746 Edm = 0.00148513 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297202.7929329 Edm = 0.000292452 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297202.7916766 Edm = 0.000559257 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297202.7877962 Edm = 0.00175089 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297202.7833118 Edm = 0.0012462 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297202.7665831 Edm = 0.0142672 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297200.7172348 Edm = 0.765781 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297199.6318182 Edm = 0.0586289 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297199.5932387 Edm = 0.000826709 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297199.5923965 Edm = 0.000124532 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297199.590694 Edm = 0.0015284 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297199.418943 Edm = 0.117764 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297198.8977197 Edm = 0.116953 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297198.7767812 Edm = 0.0180812 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297198.7577101 Edm = 0.00279893 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297198.7553639 Edm = 0.000115928 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297198.7550594 Edm = 0.000152424 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297198.7455368 Edm = 0.00857817 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297198.2164435 Edm = 0.167211 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297197.9474116 Edm = 0.0127045 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297197.936556 Edm = 0.00108243 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297197.9355904 Edm = 8.48215e-05 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297197.9354402 Edm = 3.23531e-05 NCalls = 272 -VariableMetric: After Hessian - FCN = 297197.9354402 Edm = 1564.88 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297197.9354402 Edm = 1564.88 NCalls = 749 -VariableMetric: Iteration # 88 - FCN = 297192.5143845 Edm = 26321.2 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297192.1839586 Edm = 1286.49 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297192.1570657 Edm = 4558.87 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297191.9139946 Edm = 4268.31 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297191.7274725 Edm = 472.176 NCalls = 774 -VariableMetric: Iteration # 93 - FCN = 297191.4351996 Edm = 796.913 NCalls = 777 -VariableMetric: Iteration # 94 - FCN = 297190.8022307 Edm = 803.151 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297190.6230742 Edm = 136.451 NCalls = 783 -VariableMetric: Iteration # 96 - FCN = 297190.3517362 Edm = 54.1569 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297190.0759528 Edm = 27.0947 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297189.826326 Edm = 90.9548 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297188.6747018 Edm = 48.3505 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297187.5567081 Edm = 9.06298 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297187.340539 Edm = 17.2344 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297186.750426 Edm = 5.7855 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297186.3948619 Edm = 1.88346 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297184.4500267 Edm = 12.8779 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297183.5448663 Edm = 32.2055 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297178.4338272 Edm = 34.4783 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297177.833805 Edm = 6.69848 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297175.8021181 Edm = 17.7917 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297173.1955588 Edm = 15.6913 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297170.9053265 Edm = 5.51444 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297169.0207284 Edm = 4.52994 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297167.6799555 Edm = 2.78287 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297166.8482216 Edm = 1.28772 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297166.3361416 Edm = 1.10573 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297165.8423169 Edm = 1.50996 NCalls = 844 -VariableMetric: Iteration # 116 - FCN = 297164.9476861 Edm = 2.06252 NCalls = 846 -VariableMetric: Iteration # 117 - FCN = 297164.4385977 Edm = 1.90357 NCalls = 849 -VariableMetric: Iteration # 118 - FCN = 297163.6518909 Edm = 0.990995 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297163.3143398 Edm = 1.11739 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297162.8907766 Edm = 0.464711 NCalls = 858 -VariableMetric: Iteration # 121 - FCN = 297162.6084831 Edm = 0.477605 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297162.3762545 Edm = 0.270815 NCalls = 862 -VariableMetric: Iteration # 123 - FCN = 297162.0765043 Edm = 0.229184 NCalls = 864 -VariableMetric: Iteration # 124 - FCN = 297161.7695875 Edm = 0.133522 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297161.6360604 Edm = 0.039122 NCalls = 868 -VariableMetric: Iteration # 126 - FCN = 297161.6022183 Edm = 0.0175709 NCalls = 870 -VariableMetric: Iteration # 127 - FCN = 297161.5879521 Edm = 0.00651169 NCalls = 872 -VariableMetric: Iteration # 128 - FCN = 297161.5765876 Edm = 0.0101164 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297161.568436 Edm = 0.00612231 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297161.5586794 Edm = 0.00305662 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297161.5549138 Edm = 0.000427965 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297161.554537 Edm = 3.78316e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297161.554537 Edm = 3.77044e-05 NCalls = 1365 -VariableMetric: Iteration # 133 - FCN = 297161.554537 Edm = 3.77044e-05 NCalls = 1365 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309159.3306041 Edm = 37.668 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309159.3306041 Edm = 37.668 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301488.6716125 Edm = 1.92786 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 301478.5659139 Edm = 2.01049 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299913.299842 Edm = 45.2823 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 299817.3578983 Edm = 7.54655 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299810.5873772 Edm = 0.281543 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299809.3506904 Edm = 0.871388 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299659.9729044 Edm = 17.249 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299632.8431655 Edm = 5.35346 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298572.5640562 Edm = 905.479 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298079.2230798 Edm = 1735.1 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297969.5160309 Edm = 68.5803 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297922.1315116 Edm = 0.0953767 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297921.8459565 Edm = 0.15963 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297909.4769208 Edm = 2.23678 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297906.3224071 Edm = 0.147403 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297896.6973453 Edm = 4.56879 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297878.4837143 Edm = 3.91559 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297871.2483193 Edm = 1.76541 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297870.3631599 Edm = 2.26065 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297866.3818288 Edm = 3.4995 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297855.0433468 Edm = 49.0754 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297853.7828485 Edm = 2.0206 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297845.5380234 Edm = 1.88273 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297842.7477647 Edm = 1.66376 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297841.2169128 Edm = 1.58712 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297832.4160744 Edm = 9.97176 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297825.9426634 Edm = 5.82452 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297735.8401032 Edm = 33.2412 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297719.2991414 Edm = 5.36769 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297714.4240232 Edm = 0.344753 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297714.0631498 Edm = 0.0224783 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297713.9496374 Edm = 0.0953728 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297712.7749298 Edm = 1.11712 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297636.629713 Edm = 8.96847 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297626.0269034 Edm = 1.84919 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297623.2644856 Edm = 0.667754 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297622.2611033 Edm = 0.0748885 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297622.1585773 Edm = 0.0258503 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297621.7558008 Edm = 0.458967 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297621.1449947 Edm = 0.738095 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297620.5053872 Edm = 0.576643 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297558.4846923 Edm = 27.9456 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297537.6736315 Edm = 3.97631 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297534.7608971 Edm = 1.255 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297533.7687603 Edm = 0.520776 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297532.8578507 Edm = 0.660146 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297532.2773796 Edm = 0.124966 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297532.101494 Edm = 0.00894756 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297532.0729044 Edm = 0.0140931 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297531.6403673 Edm = 0.419163 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297526.2515624 Edm = 6.08549 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297526.1595416 Edm = 0.0655947 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297521.4054808 Edm = 3.21244 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297507.7642672 Edm = 4.53426 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297499.8272664 Edm = 7.92464 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297489.8624193 Edm = 4.22538 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297480.3759829 Edm = 3.47618 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297473.2772188 Edm = 1.28976 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297471.8104489 Edm = 1.22202 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297471.4411897 Edm = 0.119331 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297471.2472727 Edm = 0.071549 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297470.5273544 Edm = 0.739052 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297467.2858112 Edm = 2.65756 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297467.1308471 Edm = 0.464942 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297457.579839 Edm = 10.9168 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297453.8715659 Edm = 7.51951 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297447.3147952 Edm = 7.8945 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297439.1843824 Edm = 1.6453 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297438.0998 Edm = 1.39404 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297437.1907038 Edm = 0.218297 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297436.9139207 Edm = 0.0456535 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297436.8906386 Edm = 0.0162018 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297436.8655081 Edm = 0.00871856 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297436.7667859 Edm = 0.123683 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297436.4888625 Edm = 0.236115 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297428.1336055 Edm = 4.60893 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297416.8348823 Edm = 8.34198 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297410.1548591 Edm = 1.06618 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297409.0378203 Edm = 0.0639009 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297408.9804537 Edm = 0.00392888 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297408.9747489 Edm = 0.000844675 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297408.9734792 Edm = 0.000582484 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297408.9697235 Edm = 0.00292139 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297408.8312327 Edm = 0.115698 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297406.2751518 Edm = 1.3937 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297403.6015826 Edm = 0.630272 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297403.1600113 Edm = 0.14502 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297403.0209955 Edm = 0.0314338 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297402.9713809 Edm = 0.00909475 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297402.9580272 Edm = 0.000995748 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297402.9561937 Edm = 0.000916571 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297402.923447 Edm = 0.0343877 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297402.153091 Edm = 0.148802 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297396.2760325 Edm = 2.01666 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297393.085602 Edm = 1.06436 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297392.4971755 Edm = 0.148012 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297392.2255985 Edm = 0.0535177 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297392.1503544 Edm = 0.00206598 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297392.1480116 Edm = 0.000244592 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297392.1467304 Edm = 0.000808618 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297392.1209018 Edm = 0.0203074 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297391.6781584 Edm = 0.338671 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297388.8172261 Edm = 0.759154 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297387.3209186 Edm = 0.320984 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297386.8698223 Edm = 0.0138602 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297386.8567763 Edm = 0.000417663 NCalls = 347 -VariableMetric: Iteration # 107 - FCN = 297386.856351 Edm = 6.89116e-05 NCalls = 349 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309933.2290613 Edm = 25.3452 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309933.2290613 Edm = 25.3452 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299449.1630481 Edm = 1.43009 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299326.9770954 Edm = 4.95375 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299318.5598549 Edm = 6.95934 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298064.418113 Edm = 134.347 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298002.7120133 Edm = 77.5836 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297840.6163378 Edm = 13.8947 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297744.6020431 Edm = 34.7965 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297596.7175886 Edm = 110.602 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297472.3372908 Edm = 165.3 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297381.1007629 Edm = 3.91149 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297376.9991246 Edm = 0.0915566 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297376.8867719 Edm = 0.0211819 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297376.785634 Edm = 0.109854 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297347.3430757 Edm = 2.28011 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297302.9391819 Edm = 16.3634 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297288.9453563 Edm = 2.39482 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297285.3341216 Edm = 0.474285 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297284.4347022 Edm = 0.0178919 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297284.3840951 Edm = 0.0356324 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297283.8458872 Edm = 0.620862 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297282.9999811 Edm = 0.793896 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297243.1468307 Edm = 6.36531 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297236.8383547 Edm = 5.53195 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297226.6592894 Edm = 2.14927 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297220.0103716 Edm = 8.84923 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297215.4521547 Edm = 1.60185 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297212.8162497 Edm = 1.20255 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297211.7563807 Edm = 0.256081 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297211.23723 Edm = 0.144993 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297210.9010815 Edm = 0.960066 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297210.3133751 Edm = 1.27764 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297209.8123023 Edm = 1.01777 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297208.4875996 Edm = 1.9488 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297207.1501424 Edm = 3.1537 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297206.0089797 Edm = 1.68508 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297203.0986342 Edm = 0.617158 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297201.4990323 Edm = 0.266593 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297201.164174 Edm = 0.013292 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297201.1442525 Edm = 0.00450075 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297200.8116984 Edm = 0.254124 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297173.3439775 Edm = 13.196 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297161.1999533 Edm = 5.22206 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297155.9573427 Edm = 0.506916 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297154.8053535 Edm = 0.682183 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297154.2119517 Edm = 0.384897 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297153.6531035 Edm = 0.232824 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297153.4649962 Edm = 0.126163 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297153.2241787 Edm = 0.0535551 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297153.1315877 Edm = 0.00816209 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297153.1216501 Edm = 0.00486655 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297153.1149963 Edm = 0.0027245 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297153.0689935 Edm = 0.0394664 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297152.1748208 Edm = 0.898994 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297143.9338428 Edm = 14.3255 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297143.7478398 Edm = 0.745577 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297143.1112793 Edm = 0.169714 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297142.8735567 Edm = 0.136707 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297141.6658022 Edm = 1.16964 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297139.186569 Edm = 1.49386 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297137.6712521 Edm = 2.04365 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297136.0738826 Edm = 0.214479 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297135.9070365 Edm = 0.0826622 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297135.705907 Edm = 0.13996 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297131.3298867 Edm = 1.97672 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297129.4177821 Edm = 0.381232 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297128.9202069 Edm = 0.0464814 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297128.8816866 Edm = 0.00587338 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297128.8758434 Edm = 0.000842337 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297128.8582617 Edm = 0.0189529 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297128.5815748 Edm = 0.238094 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297123.9116181 Edm = 0.456027 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297123.464162 Edm = 0.0236756 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297123.4375515 Edm = 0.00389748 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297123.4330297 Edm = 0.001019 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297123.4213401 Edm = 0.0101842 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297121.7133787 Edm = 0.987796 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297119.4724363 Edm = 0.734031 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297119.0929264 Edm = 0.212433 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297118.7000302 Edm = 0.0795225 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297118.6133807 Edm = 0.013225 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297118.6007662 Edm = 0.0017176 NCalls = 261 -VariableMetric: Iteration # 82 - FCN = 297118.5974436 Edm = 0.00162783 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297118.5678697 Edm = 0.0181903 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297118.3653732 Edm = 0.171531 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297114.1988903 Edm = 2.99579 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297110.7401816 Edm = 2.06273 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297109.6232493 Edm = 0.199627 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297109.4405172 Edm = 0.110009 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297109.3291014 Edm = 0.0104474 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297109.3204899 Edm = 0.000736983 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297109.3179176 Edm = 0.00232199 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297109.2410852 Edm = 0.0688059 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297109.047603 Edm = 0.0669919 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297108.9338823 Edm = 0.117585 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297108.1478912 Edm = 0.850374 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297103.104673 Edm = 1.38729 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297101.6828161 Edm = 1.6288 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297101.1487922 Edm = 0.139076 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297100.9569519 Edm = 0.0627486 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297100.914587 Edm = 0.0142768 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297100.9051537 Edm = 0.00162689 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297100.9028614 Edm = 0.000693117 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297100.8971663 Edm = 0.00502137 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297100.3157104 Edm = 0.524171 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297097.5622005 Edm = 4.50341 NCalls = 333 -VariableMetric: Iteration # 106 - FCN = 297096.9021712 Edm = 0.444577 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297095.6706721 Edm = 0.0636296 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297095.5841128 Edm = 0.0416506 NCalls = 340 -VariableMetric: Iteration # 109 - FCN = 297095.5483126 Edm = 0.00610773 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297095.5425103 Edm = 0.000791995 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297095.5418326 Edm = 0.000232133 NCalls = 344 -VariableMetric: Iteration # 112 - FCN = 297095.5400313 Edm = 0.00147669 NCalls = 347 -VariableMetric: Iteration # 113 - FCN = 297095.5112302 Edm = 0.0279265 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297094.7141362 Edm = 0.362433 NCalls = 359 -VariableMetric: Iteration # 115 - FCN = 297093.9925699 Edm = 0.286687 NCalls = 361 -VariableMetric: Iteration # 116 - FCN = 297093.7789228 Edm = 0.139617 NCalls = 363 -VariableMetric: Iteration # 117 - FCN = 297093.652583 Edm = 0.0312706 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297093.5967631 Edm = 0.0144779 NCalls = 367 -VariableMetric: Iteration # 119 - FCN = 297093.5752809 Edm = 0.00761656 NCalls = 369 -VariableMetric: Iteration # 120 - FCN = 297093.5697825 Edm = 0.000713679 NCalls = 371 -VariableMetric: Iteration # 121 - FCN = 297093.5688887 Edm = 6.04782e-05 NCalls = 373 -VariableMetric: After Hessian - FCN = 297093.5688887 Edm = 9.22644 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297093.5688887 Edm = 9.22644 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297093.4738509 Edm = 36.8848 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297091.6461214 Edm = 0.602047 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297090.8528545 Edm = 2.0327 NCalls = 865 -VariableMetric: Iteration # 126 - FCN = 297090.0997175 Edm = 0.153766 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297089.7700612 Edm = 0.155307 NCalls = 869 -VariableMetric: Iteration # 128 - FCN = 297089.6673436 Edm = 0.111389 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297089.6058072 Edm = 0.100361 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297089.5016746 Edm = 0.0592097 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297089.4703395 Edm = 0.0282692 NCalls = 877 -VariableMetric: Iteration # 132 - FCN = 297089.4378725 Edm = 0.00812566 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297089.4298678 Edm = 0.00353357 NCalls = 880 -VariableMetric: Iteration # 134 - FCN = 297089.4260359 Edm = 0.00382762 NCalls = 882 -VariableMetric: Iteration # 135 - FCN = 297089.4176161 Edm = 0.00423265 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297089.4094967 Edm = 0.00193706 NCalls = 887 -VariableMetric: Iteration # 137 - FCN = 297089.4059478 Edm = 0.00173013 NCalls = 889 -VariableMetric: Iteration # 138 - FCN = 297089.4021192 Edm = 0.0026573 NCalls = 891 -VariableMetric: Iteration # 139 - FCN = 297089.394557 Edm = 0.00421629 NCalls = 893 -VariableMetric: Iteration # 140 - FCN = 297089.3737504 Edm = 0.0107564 NCalls = 895 -VariableMetric: Iteration # 141 - FCN = 297089.3166661 Edm = 0.0299376 NCalls = 898 -VariableMetric: Iteration # 142 - FCN = 297089.2180534 Edm = 0.0413772 NCalls = 900 -VariableMetric: Iteration # 143 - FCN = 297089.0742368 Edm = 0.0532431 NCalls = 902 -VariableMetric: Iteration # 144 - FCN = 297088.9252553 Edm = 0.0432873 NCalls = 904 -VariableMetric: Iteration # 145 - FCN = 297088.8571289 Edm = 0.0205146 NCalls = 906 -VariableMetric: Iteration # 146 - FCN = 297088.8218009 Edm = 0.00997879 NCalls = 908 -VariableMetric: Iteration # 147 - FCN = 297088.8144797 Edm = 0.00255625 NCalls = 910 -VariableMetric: Iteration # 148 - FCN = 297088.8102472 Edm = 0.00199414 NCalls = 912 -VariableMetric: Iteration # 149 - FCN = 297088.7773303 Edm = 0.0235293 NCalls = 916 -VariableMetric: Iteration # 150 - FCN = 297088.6239329 Edm = 0.0811599 NCalls = 919 -VariableMetric: Iteration # 151 - FCN = 297088.4155449 Edm = 0.0520662 NCalls = 921 -VariableMetric: Iteration # 152 - FCN = 297088.3665526 Edm = 0.0107537 NCalls = 923 -VariableMetric: Iteration # 153 - FCN = 297088.3571433 Edm = 0.0010173 NCalls = 925 -VariableMetric: Iteration # 154 - FCN = 297088.355673 Edm = 0.000284635 NCalls = 927 -VariableMetric: Iteration # 155 - FCN = 297088.3549062 Edm = 0.000176294 NCalls = 930 -VariableMetric: Iteration # 156 - FCN = 297088.354424 Edm = 8.99094e-05 NCalls = 932 -VariableMetric: Iteration # 157 - FCN = 297088.3542188 Edm = 1.60173e-05 NCalls = 934 -VariableMetric: After Hessian - FCN = 297088.3542188 Edm = 2.80485e-05 NCalls = 1419 -VariableMetric: Iteration # 158 - FCN = 297088.3542188 Edm = 2.80485e-05 NCalls = 1419 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317273.707879 Edm = 94.7438 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317273.707879 Edm = 94.7438 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299243.2909903 Edm = 2.35193 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299236.635187 Edm = 3.7646 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299223.6131115 Edm = 13.6594 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299063.4482392 Edm = 110.965 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298170.8746251 Edm = 166.599 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298072.067129 Edm = 4.97888 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298068.0581307 Edm = 0.555704 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298066.9096814 Edm = 0.742955 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297864.9764088 Edm = 0.115977 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297864.7661598 Edm = 0.0857536 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297863.6714477 Edm = 1.07905 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297811.3275619 Edm = 30.3059 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297739.8780294 Edm = 11.0743 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297727.0295227 Edm = 0.27255 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297726.7251589 Edm = 0.015514 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297726.5641796 Edm = 0.16675 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297709.9417838 Edm = 9.59687 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297607.6212032 Edm = 24.7903 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297552.8983702 Edm = 10.8209 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297542.065586 Edm = 5.16349 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297533.4153933 Edm = 2.14486 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297529.6230922 Edm = 0.507593 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297529.1354554 Edm = 0.183494 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297528.9553571 Edm = 0.00722511 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297528.9436044 Edm = 0.00346186 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297528.7635078 Edm = 0.18559 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297526.5252204 Edm = 1.70812 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297516.6383636 Edm = 13.3218 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297513.4911122 Edm = 1.93551 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297508.1734039 Edm = 0.498969 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297507.5453721 Edm = 0.0314271 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297507.5142556 Edm = 0.00242245 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297507.4985572 Edm = 0.0129613 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297507.0545473 Edm = 0.321335 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297505.1976979 Edm = 1.3979 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297488.8787022 Edm = 4.47164 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297482.4083283 Edm = 5.63349 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297480.8973114 Edm = 0.643051 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297478.7416027 Edm = 0.43023 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297478.4279424 Edm = 0.0179231 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297478.4079542 Edm = 0.00319802 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297478.3935212 Edm = 0.0175988 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297477.5891549 Edm = 0.704138 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297465.2258009 Edm = 10.0791 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297457.1355747 Edm = 1.92242 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297455.1338829 Edm = 0.335793 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297454.8837772 Edm = 0.0369485 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297454.8333697 Edm = 0.0154537 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297454.823248 Edm = 0.00349286 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297454.8176646 Edm = 0.00262989 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297454.5904797 Edm = 0.225077 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297454.2300048 Edm = 0.32425 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297446.6682178 Edm = 3.27008 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297444.478657 Edm = 0.840715 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297443.8379437 Edm = 0.241297 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297443.5928885 Edm = 0.0517543 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297443.5317264 Edm = 0.0120951 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297443.5220593 Edm = 0.00183688 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297443.5200786 Edm = 0.000363964 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297443.5183018 Edm = 0.00153255 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297443.4504203 Edm = 0.0715297 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297443.4453049 Edm = 0.00455582 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297442.4896867 Edm = 0.561584 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297441.5678436 Edm = 0.108183 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297441.4794603 Edm = 0.00287174 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297441.4760295 Edm = 0.000703151 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297441.4754131 Edm = 0.000149699 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297441.4726983 Edm = 0.00255306 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297440.8346038 Edm = 0.549947 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297438.3149397 Edm = 0.1929 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297438.0914032 Edm = 0.00386736 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297438.0871968 Edm = 9.61929e-05 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297438.0870821 Edm = 1.95663e-05 NCalls = 232 -VariableMetric: After Hessian - FCN = 297438.0870821 Edm = 53.563 NCalls = 705 -VariableMetric: Iteration # 74 - FCN = 297438.0870821 Edm = 53.563 NCalls = 705 -VariableMetric: Iteration # 75 - FCN = 297437.6550385 Edm = 2.60488 NCalls = 715 -VariableMetric: Iteration # 76 - FCN = 297436.3700924 Edm = 16.6831 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297434.8990212 Edm = 0.435493 NCalls = 720 -VariableMetric: Iteration # 78 - FCN = 297434.1241128 Edm = 0.759921 NCalls = 723 -VariableMetric: Iteration # 79 - FCN = 297424.7863039 Edm = 16.231 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297424.5755477 Edm = 3.21357 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297424.3715651 Edm = 2.33966 NCalls = 735 -VariableMetric: Iteration # 82 - FCN = 297419.8095165 Edm = 15.8289 NCalls = 739 -VariableMetric: Iteration # 83 - FCN = 297414.5684713 Edm = 3.13786 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297411.9232304 Edm = 2.84766 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297409.9774402 Edm = 0.514555 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297409.7302341 Edm = 0.179175 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297409.5496982 Edm = 0.0371708 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297409.4907091 Edm = 0.0347576 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297409.4416759 Edm = 0.0148835 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297409.4213894 Edm = 0.00365683 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297409.4153538 Edm = 0.00203883 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297409.4099577 Edm = 0.00281988 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297409.4042262 Edm = 0.00140249 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297409.4018299 Edm = 0.000376488 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297409.4003766 Edm = 0.000428201 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297409.3992911 Edm = 0.000164576 NCalls = 771 -VariableMetric: Iteration # 97 - FCN = 297409.3988166 Edm = 0.000109209 NCalls = 773 -VariableMetric: Iteration # 98 - FCN = 297409.3986256 Edm = 1.83771e-05 NCalls = 775 -VariableMetric: After Hessian - FCN = 297409.3986256 Edm = 0.000112817 NCalls = 1262 -VariableMetric: Iteration # 99 - FCN = 297409.3986256 Edm = 0.000112817 NCalls = 1262 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318686.8378101 Edm = 7487.52 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318686.8378101 Edm = 7487.52 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306979.6980528 Edm = 7.8387 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 306766.1300762 Edm = 24.4059 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298869.6038186 Edm = 114.685 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 298280.4332665 Edm = 194.912 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298211.7354676 Edm = 27.8973 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298197.5015237 Edm = 1.64087 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298160.745155 Edm = 33.1198 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297905.9633686 Edm = 5.80618 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297899.8770647 Edm = 0.0553871 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297899.770873 Edm = 0.0437598 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297897.642174 Edm = 2.06632 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297731.849467 Edm = 78.6691 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297663.2720331 Edm = 160.069 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297576.1035423 Edm = 2.2173 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297574.0036204 Edm = 0.251014 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297573.6649065 Edm = 0.0829302 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297571.2082909 Edm = 3.44007 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297569.9638523 Edm = 0.901586 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297518.2794596 Edm = 17.1557 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297442.4373213 Edm = 20.3901 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297410.6010676 Edm = 9.12791 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297401.1924813 Edm = 1.45772 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297399.9831783 Edm = 0.321489 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297399.8304416 Edm = 0.0509979 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297399.755097 Edm = 0.0438206 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297390.8804709 Edm = 6.31425 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297366.9572002 Edm = 1.28533 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297363.3456653 Edm = 1.92038 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297357.5558078 Edm = 0.36237 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297357.1486598 Edm = 0.0605829 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297357.097225 Edm = 0.0324641 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297356.9769308 Edm = 0.064849 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297356.8888466 Edm = 0.0239667 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297356.3363653 Edm = 0.510781 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297355.627648 Edm = 0.547475 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297342.167985 Edm = 2.83804 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297333.1231173 Edm = 4.6638 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297330.1373428 Edm = 4.50318 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297325.3351082 Edm = 2.6748 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297322.115106 Edm = 1.47732 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297321.1776775 Edm = 0.719612 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297320.6212997 Edm = 0.034319 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297320.5808655 Edm = 0.00909198 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297320.5675831 Edm = 0.00323102 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297320.558741 Edm = 0.00385825 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297320.481961 Edm = 0.0910265 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297320.3095563 Edm = 0.150062 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297307.3247038 Edm = 2.62537 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297303.1923726 Edm = 1.0343 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297302.0062051 Edm = 0.54831 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297300.4731881 Edm = 1.08426 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297299.9597002 Edm = 0.897232 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297298.5183389 Edm = 0.641827 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297295.4462625 Edm = 1.69998 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297294.7767947 Edm = 1.17016 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297293.5108536 Edm = 1.28617 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297293.0425184 Edm = 0.453882 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297292.492249 Edm = 0.210982 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297292.1823596 Edm = 0.130964 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297291.9641269 Edm = 0.194172 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297291.4817857 Edm = 0.403379 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297290.9585684 Edm = 0.989519 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297288.8660164 Edm = 1.56512 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297287.4173519 Edm = 1.79987 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297286.4094435 Edm = 0.233031 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297285.8901118 Edm = 0.524668 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297285.7118482 Edm = 0.159695 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297285.3603569 Edm = 0.156915 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297285.0645833 Edm = 0.181517 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297284.9408458 Edm = 0.0369766 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297284.8818762 Edm = 0.0183717 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297284.8537485 Edm = 0.0177031 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297284.8346846 Edm = 0.00283649 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297284.82771 Edm = 0.00191946 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297284.8022879 Edm = 0.028329 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297284.6240874 Edm = 0.174319 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297283.9062583 Edm = 0.833264 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297283.5479181 Edm = 1.49481 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297276.3805882 Edm = 7.47054 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297263.6207192 Edm = 8.07076 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297257.2752882 Edm = 1.4063 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297255.9407838 Edm = 0.792621 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297255.4848246 Edm = 0.291264 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297254.9532095 Edm = 0.261591 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297254.6714136 Edm = 0.0957465 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297254.5854494 Edm = 0.022761 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297254.5566786 Edm = 0.0114283 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297254.519971 Edm = 0.0246466 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297254.3602182 Edm = 0.0184857 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297254.344321 Edm = 0.00747391 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297254.3365461 Edm = 0.00350815 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297254.299695 Edm = 0.028871 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297253.7402929 Edm = 0.613658 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297253.1215782 Edm = 0.817533 NCalls = 316 -VariableMetric: Iteration # 95 - FCN = 297252.9980394 Edm = 0.281516 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297251.2967405 Edm = 0.900891 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297249.9692884 Edm = 0.640662 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297249.3647892 Edm = 0.0667898 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297249.3003114 Edm = 0.018742 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297249.2766799 Edm = 0.00353709 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297249.2688651 Edm = 0.00462395 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297249.2435251 Edm = 0.0124436 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297249.2188186 Edm = 0.0458748 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297249.132119 Edm = 0.105204 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297249.0742883 Edm = 0.11145 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297248.9523592 Edm = 0.0320531 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297248.9088482 Edm = 0.011757 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297248.9017823 Edm = 0.0136303 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297248.8811296 Edm = 0.00520365 NCalls = 360 -VariableMetric: Iteration # 110 - FCN = 297248.8694124 Edm = 0.00477155 NCalls = 362 -VariableMetric: Iteration # 111 - FCN = 297248.8105696 Edm = 0.0640539 NCalls = 366 -VariableMetric: Iteration # 112 - FCN = 297248.585028 Edm = 0.261028 NCalls = 373 -VariableMetric: Iteration # 113 - FCN = 297247.3545859 Edm = 1.6645 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297236.4091427 Edm = 1.52588 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297234.8682935 Edm = 0.0492452 NCalls = 385 -VariableMetric: Iteration # 116 - FCN = 297234.803145 Edm = 0.0210821 NCalls = 387 -VariableMetric: Iteration # 117 - FCN = 297234.7816824 Edm = 0.00704463 NCalls = 389 -VariableMetric: Iteration # 118 - FCN = 297234.7694087 Edm = 0.00240109 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297234.7667655 Edm = 0.000710736 NCalls = 392 -VariableMetric: Iteration # 120 - FCN = 297234.7658074 Edm = 0.00131583 NCalls = 394 -VariableMetric: Iteration # 121 - FCN = 297234.7597287 Edm = 0.00606216 NCalls = 397 -VariableMetric: Iteration # 122 - FCN = 297234.6513242 Edm = 0.110427 NCalls = 403 -VariableMetric: Iteration # 123 - FCN = 297234.5938704 Edm = 0.0564766 NCalls = 409 -VariableMetric: Iteration # 124 - FCN = 297230.6378885 Edm = 1.39851 NCalls = 415 -VariableMetric: Iteration # 125 - FCN = 297230.3128709 Edm = 0.234847 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297230.1642514 Edm = 0.0673497 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297230.1040635 Edm = 0.0198744 NCalls = 422 -VariableMetric: Iteration # 128 - FCN = 297230.0706734 Edm = 0.0126516 NCalls = 424 -VariableMetric: Iteration # 129 - FCN = 297230.0542173 Edm = 0.00410422 NCalls = 426 -VariableMetric: Iteration # 130 - FCN = 297230.0500502 Edm = 0.00188787 NCalls = 428 -VariableMetric: Iteration # 131 - FCN = 297230.0386293 Edm = 0.00713776 NCalls = 432 -VariableMetric: Iteration # 132 - FCN = 297230.0189494 Edm = 0.00431598 NCalls = 435 -VariableMetric: Iteration # 133 - FCN = 297230.0163276 Edm = 0.0016433 NCalls = 437 -VariableMetric: Iteration # 134 - FCN = 297230.0152689 Edm = 0.000298993 NCalls = 439 -VariableMetric: Iteration # 135 - FCN = 297230.0145818 Edm = 0.000225581 NCalls = 441 -VariableMetric: Iteration # 136 - FCN = 297230.0140123 Edm = 0.000293643 NCalls = 443 -VariableMetric: Iteration # 137 - FCN = 297230.0090771 Edm = 0.00470216 NCalls = 447 -VariableMetric: Iteration # 138 - FCN = 297229.9292747 Edm = 0.142653 NCalls = 454 -VariableMetric: Iteration # 139 - FCN = 297229.9286126 Edm = 0.000543704 NCalls = 455 -VariableMetric: Iteration # 140 - FCN = 297229.9254381 Edm = 0.00384825 NCalls = 458 -VariableMetric: Iteration # 141 - FCN = 297229.899516 Edm = 0.026432 NCalls = 463 -VariableMetric: Iteration # 142 - FCN = 297229.4446475 Edm = 0.283328 NCalls = 468 -VariableMetric: Iteration # 143 - FCN = 297228.3673906 Edm = 0.203748 NCalls = 470 -VariableMetric: Iteration # 144 - FCN = 297228.1935962 Edm = 0.136472 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297228.092162 Edm = 0.102651 NCalls = 474 -VariableMetric: Iteration # 146 - FCN = 297228.0052158 Edm = 0.0263038 NCalls = 477 -VariableMetric: Iteration # 147 - FCN = 297227.9675067 Edm = 0.0118506 NCalls = 479 -VariableMetric: Iteration # 148 - FCN = 297227.9569919 Edm = 0.00405322 NCalls = 481 -VariableMetric: Iteration # 149 - FCN = 297227.9514444 Edm = 0.000508939 NCalls = 483 -VariableMetric: Iteration # 150 - FCN = 297227.9508326 Edm = 8.20934e-05 NCalls = 485 -VariableMetric: Iteration # 151 - FCN = 297227.9506852 Edm = 6.0585e-05 NCalls = 487 -VariableMetric: After Hessian - FCN = 297227.9506852 Edm = 3.12084 NCalls = 964 -VariableMetric: Iteration # 152 - FCN = 297227.9506852 Edm = 3.12084 NCalls = 964 -VariableMetric: Iteration # 153 - FCN = 297227.8865672 Edm = 2.60287 NCalls = 968 -VariableMetric: Iteration # 154 - FCN = 297227.8538031 Edm = 1.00868 NCalls = 971 -VariableMetric: Iteration # 155 - FCN = 297226.065556 Edm = 0.14715 NCalls = 974 -VariableMetric: Iteration # 156 - FCN = 297225.7039839 Edm = 0.0637817 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297225.5365273 Edm = 0.05675 NCalls = 982 -VariableMetric: Iteration # 158 - FCN = 297225.4819726 Edm = 0.0446253 NCalls = 983 -VariableMetric: Iteration # 159 - FCN = 297225.4451477 Edm = 0.0145474 NCalls = 985 -VariableMetric: Iteration # 160 - FCN = 297225.4176465 Edm = 0.011732 NCalls = 987 -VariableMetric: Iteration # 161 - FCN = 297225.3956354 Edm = 0.00710409 NCalls = 989 -VariableMetric: Iteration # 162 - FCN = 297225.3419272 Edm = 0.0357404 NCalls = 993 -VariableMetric: Iteration # 163 - FCN = 297225.30618 Edm = 0.0532943 NCalls = 994 -VariableMetric: Iteration # 164 - FCN = 297225.2733323 Edm = 0.0838006 NCalls = 997 -VariableMetric: Iteration # 165 - FCN = 297225.252675 Edm = 0.0329189 NCalls = 1000 -VariableMetric: Iteration # 166 - FCN = 297225.2128532 Edm = 0.0267909 NCalls = 1003 -VariableMetric: Iteration # 167 - FCN = 297225.1896114 Edm = 0.0282329 NCalls = 1006 -VariableMetric: Iteration # 168 - FCN = 297225.1654943 Edm = 0.0211919 NCalls = 1009 -VariableMetric: Iteration # 169 - FCN = 297225.1047953 Edm = 0.0229799 NCalls = 1013 -VariableMetric: Iteration # 170 - FCN = 297225.0738603 Edm = 0.0498661 NCalls = 1016 -VariableMetric: Iteration # 171 - FCN = 297225.0465374 Edm = 0.0569565 NCalls = 1018 -VariableMetric: Iteration # 172 - FCN = 297225.0114126 Edm = 0.031346 NCalls = 1021 -VariableMetric: Iteration # 173 - FCN = 297224.9374864 Edm = 0.0679582 NCalls = 1025 -VariableMetric: Iteration # 174 - FCN = 297224.885244 Edm = 0.0474268 NCalls = 1028 -VariableMetric: Iteration # 175 - FCN = 297224.8197637 Edm = 0.0377918 NCalls = 1032 -VariableMetric: Iteration # 176 - FCN = 297224.7782264 Edm = 0.032582 NCalls = 1034 -VariableMetric: Iteration # 177 - FCN = 297224.7440056 Edm = 0.0150817 NCalls = 1036 -VariableMetric: Iteration # 178 - FCN = 297224.7138614 Edm = 0.0223154 NCalls = 1039 -VariableMetric: Iteration # 179 - FCN = 297224.6810391 Edm = 0.0104018 NCalls = 1041 -VariableMetric: Iteration # 180 - FCN = 297224.6565158 Edm = 0.0131353 NCalls = 1044 -VariableMetric: Iteration # 181 - FCN = 297224.6410844 Edm = 0.00991609 NCalls = 1046 -VariableMetric: Iteration # 182 - FCN = 297224.6318099 Edm = 0.0112334 NCalls = 1048 -VariableMetric: Iteration # 183 - FCN = 297224.6230575 Edm = 0.00668977 NCalls = 1051 -VariableMetric: Iteration # 184 - FCN = 297224.6103075 Edm = 0.00419856 NCalls = 1054 -VariableMetric: Iteration # 185 - FCN = 297224.6026325 Edm = 0.00434601 NCalls = 1057 -VariableMetric: Iteration # 186 - FCN = 297224.5948184 Edm = 0.00352041 NCalls = 1059 -VariableMetric: Iteration # 187 - FCN = 297224.5901632 Edm = 0.00139466 NCalls = 1061 -VariableMetric: Iteration # 188 - FCN = 297224.5886231 Edm = 0.000682633 NCalls = 1063 -VariableMetric: Iteration # 189 - FCN = 297224.5868766 Edm = 0.000576148 NCalls = 1065 -VariableMetric: Iteration # 190 - FCN = 297224.5855755 Edm = 0.000455573 NCalls = 1067 -VariableMetric: Iteration # 191 - FCN = 297224.5833599 Edm = 0.000793352 NCalls = 1069 -VariableMetric: Iteration # 192 - FCN = 297224.5811313 Edm = 0.000825076 NCalls = 1071 -VariableMetric: Iteration # 193 - FCN = 297224.5798879 Edm = 0.000343038 NCalls = 1073 -VariableMetric: Iteration # 194 - FCN = 297224.5789981 Edm = 0.000317176 NCalls = 1075 -VariableMetric: Iteration # 195 - FCN = 297224.5778908 Edm = 0.000301823 NCalls = 1077 -VariableMetric: Iteration # 196 - FCN = 297224.5767565 Edm = 0.000103829 NCalls = 1079 -VariableMetric: Iteration # 197 - FCN = 297224.5765911 Edm = 1.8353e-05 NCalls = 1081 -VariableMetric: After Hessian - FCN = 297224.5765911 Edm = 0.000139516 NCalls = 1580 -VariableMetric: Iteration # 198 - FCN = 297224.5765911 Edm = 0.000139516 NCalls = 1580 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305726.1755328 Edm = 11.9938 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305726.1755328 Edm = 11.9938 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302437.8096913 Edm = 1.77923 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 302409.3599754 Edm = 24.0158 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 302402.9766661 Edm = 1.49564 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302025.7267743 Edm = 190.215 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299157.4995364 Edm = 40.1681 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 299037.4688482 Edm = 34.311 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 299016.6897689 Edm = 0.929439 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299016.0572037 Edm = 0.0366838 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 299015.4601679 Edm = 0.513877 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298921.6864528 Edm = 8.41967 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298916.7503923 Edm = 1.47132 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298915.2999676 Edm = 0.20763 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298914.8879172 Edm = 0.0624123 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298913.6768225 Edm = 1.16692 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 298831.8242089 Edm = 23.8274 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298814.3268753 Edm = 7.41166 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 298806.0358803 Edm = 1.73749 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 298801.3983981 Edm = 2.67976 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 298799.1939764 Edm = 7.08411 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 298797.8288627 Edm = 0.0682421 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 298797.7507636 Edm = 0.0269669 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 298797.4986811 Edm = 0.315701 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 298794.7513394 Edm = 2.18522 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 298759.1495183 Edm = 39.7489 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 298741.6772768 Edm = 32.144 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 298684.563438 Edm = 25.7466 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 298037.040277 Edm = 772.481 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 298020.3465216 Edm = 322.012 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297798.0862931 Edm = 59.115 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297659.9799684 Edm = 10.0274 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297649.7325232 Edm = 1.81413 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297647.4000617 Edm = 0.933521 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297643.0697422 Edm = 2.89889 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297638.6894775 Edm = 2.29817 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297547.0454563 Edm = 3.972 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297544.4961219 Edm = 4.44937 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297538.0867318 Edm = 4.62686 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297517.5936384 Edm = 19.9798 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297497.5503546 Edm = 25.9756 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297482.381352 Edm = 12.0368 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297471.2002172 Edm = 7.85128 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297468.0160752 Edm = 1.64796 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297467.3729254 Edm = 0.843709 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297467.0261959 Edm = 0.0887962 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297465.0628561 Edm = 1.90039 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297393.7384687 Edm = 11.5793 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297376.3509097 Edm = 2.39195 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297372.0448013 Edm = 0.846321 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297365.1945823 Edm = 1.43842 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297361.713235 Edm = 0.712109 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297361.1758666 Edm = 1.13687 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297359.4957488 Edm = 0.831557 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297357.1058327 Edm = 2.32568 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297356.2578996 Edm = 0.757376 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297354.6230757 Edm = 0.669003 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297353.1186657 Edm = 2.31603 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297352.272324 Edm = 0.646607 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297350.9527443 Edm = 0.360778 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297349.9983085 Edm = 0.443493 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297349.829413 Edm = 0.150263 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297349.6185135 Edm = 0.0385233 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297349.5202426 Edm = 0.0243704 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297349.4869325 Edm = 0.0163576 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297349.3994004 Edm = 0.0501419 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297349.079603 Edm = 0.275635 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297345.775127 Edm = 4.16779 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297335.4301268 Edm = 19.9951 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297334.8558862 Edm = 0.43504 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297332.5912244 Edm = 2.65619 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297327.6134751 Edm = 5.3803 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297307.6302781 Edm = 13.129 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297279.5088433 Edm = 13.7335 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297264.037141 Edm = 3.59652 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297259.0130239 Edm = 0.816976 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297258.1151631 Edm = 0.144733 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297257.7944422 Edm = 0.285589 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297257.3200257 Edm = 0.0511193 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297257.2684481 Edm = 0.015705 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297257.2585573 Edm = 0.00376427 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297257.2541624 Edm = 0.000464554 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297257.2505751 Edm = 0.00302612 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297257.0608521 Edm = 0.173226 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297252.0101638 Edm = 2.42672 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297250.4063528 Edm = 1.1635 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297249.9742109 Edm = 0.366827 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297249.6151582 Edm = 0.0861222 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297249.5663774 Edm = 0.00868381 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297249.551612 Edm = 0.00531639 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297249.4942325 Edm = 0.0224174 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297249.4235526 Edm = 0.00513745 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297249.4180157 Edm = 0.00296301 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297249.41729 Edm = 0.000240206 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297249.4167474 Edm = 0.000170472 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297249.4159422 Edm = 0.000543184 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297249.381323 Edm = 0.0267185 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297248.6164667 Edm = 1.25736 NCalls = 323 -VariableMetric: Iteration # 97 - FCN = 297248.1623249 Edm = 0.361369 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297247.4012919 Edm = 0.49715 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297247.0971925 Edm = 0.0858843 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 297246.9636006 Edm = 0.0534137 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297246.908936 Edm = 0.0311616 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297246.879507 Edm = 0.0167714 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297246.8391885 Edm = 0.0185219 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297246.8154356 Edm = 0.00912227 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297246.8063715 Edm = 0.00110956 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297246.8050754 Edm = 9.43872e-05 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297246.8048974 Edm = 9.65854e-05 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297246.7999988 Edm = 0.00530583 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297246.7985158 Edm = 0.00142264 NCalls = 359 -VariableMetric: Iteration # 110 - FCN = 297246.7920598 Edm = 0.00588413 NCalls = 364 -VariableMetric: Iteration # 111 - FCN = 297246.3030865 Edm = 0.645269 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297246.2887302 Edm = 0.0161046 NCalls = 371 -VariableMetric: Iteration # 113 - FCN = 297246.2690677 Edm = 0.026029 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297245.6270946 Edm = 0.529037 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297245.6011184 Edm = 0.044577 NCalls = 382 -VariableMetric: Iteration # 116 - FCN = 297245.336365 Edm = 0.25716 NCalls = 387 -VariableMetric: Iteration # 117 - FCN = 297245.0966098 Edm = 0.183815 NCalls = 391 -VariableMetric: Iteration # 118 - FCN = 297242.9112488 Edm = 1.14766 NCalls = 395 -VariableMetric: Iteration # 119 - FCN = 297242.0909331 Edm = 0.226827 NCalls = 397 -VariableMetric: Iteration # 120 - FCN = 297241.8228967 Edm = 0.0755787 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297241.7168083 Edm = 0.141282 NCalls = 402 -VariableMetric: Iteration # 122 - FCN = 297241.5425846 Edm = 0.0350636 NCalls = 404 -VariableMetric: Iteration # 123 - FCN = 297241.4940849 Edm = 0.0144471 NCalls = 406 -VariableMetric: Iteration # 124 - FCN = 297241.4416394 Edm = 0.0186727 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 297241.3924134 Edm = 0.0523457 NCalls = 412 -VariableMetric: Iteration # 126 - FCN = 297241.3769977 Edm = 0.0298755 NCalls = 414 -VariableMetric: Iteration # 127 - FCN = 297241.3396603 Edm = 0.0187328 NCalls = 420 -VariableMetric: Iteration # 128 - FCN = 297241.3253464 Edm = 0.0331586 NCalls = 423 -VariableMetric: Iteration # 129 - FCN = 297241.2824733 Edm = 0.0287185 NCalls = 426 -VariableMetric: Iteration # 130 - FCN = 297241.2272953 Edm = 0.0384689 NCalls = 431 -VariableMetric: Iteration # 131 - FCN = 297241.197129 Edm = 0.0170834 NCalls = 433 -VariableMetric: Iteration # 132 - FCN = 297241.1790371 Edm = 0.00872548 NCalls = 436 -VariableMetric: Iteration # 133 - FCN = 297241.1649738 Edm = 0.00372554 NCalls = 439 -VariableMetric: Iteration # 134 - FCN = 297241.1577896 Edm = 0.00196705 NCalls = 441 -VariableMetric: Iteration # 135 - FCN = 297241.156473 Edm = 0.000806703 NCalls = 443 -VariableMetric: Iteration # 136 - FCN = 297241.1553408 Edm = 0.000141214 NCalls = 445 -VariableMetric: Iteration # 137 - FCN = 297241.1546741 Edm = 0.000452916 NCalls = 447 -VariableMetric: Iteration # 138 - FCN = 297241.143133 Edm = 0.00881279 NCalls = 451 -VariableMetric: Iteration # 139 - FCN = 297241.0514493 Edm = 0.129588 NCalls = 455 -VariableMetric: Iteration # 140 - FCN = 297240.7802184 Edm = 0.322641 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297240.473027 Edm = 0.381477 NCalls = 464 -VariableMetric: Iteration # 142 - FCN = 297240.2772089 Edm = 0.243557 NCalls = 470 -VariableMetric: Iteration # 143 - FCN = 297239.8500849 Edm = 0.330918 NCalls = 475 -VariableMetric: Iteration # 144 - FCN = 297238.9823355 Edm = 0.471646 NCalls = 477 -VariableMetric: Iteration # 145 - FCN = 297237.9660914 Edm = 0.116532 NCalls = 480 -VariableMetric: Iteration # 146 - FCN = 297237.8073741 Edm = 0.0208595 NCalls = 483 -VariableMetric: Iteration # 147 - FCN = 297237.7782526 Edm = 0.00516785 NCalls = 485 -VariableMetric: Iteration # 148 - FCN = 297237.7727478 Edm = 0.00269884 NCalls = 487 -VariableMetric: Iteration # 149 - FCN = 297237.7694984 Edm = 0.000597377 NCalls = 489 -VariableMetric: Iteration # 150 - FCN = 297237.7688211 Edm = 4.452e-05 NCalls = 491 -VariableMetric: After Hessian - FCN = 297237.7688211 Edm = 0.318346 NCalls = 974 -VariableMetric: Iteration # 151 - FCN = 297237.7688211 Edm = 0.318346 NCalls = 974 -VariableMetric: Iteration # 152 - FCN = 297237.4830874 Edm = 0.157965 NCalls = 976 -VariableMetric: Iteration # 153 - FCN = 297237.357865 Edm = 0.19145 NCalls = 978 -VariableMetric: Iteration # 154 - FCN = 297237.2543353 Edm = 0.57676 NCalls = 980 -VariableMetric: Iteration # 155 - FCN = 297237.1257188 Edm = 0.124569 NCalls = 983 -VariableMetric: Iteration # 156 - FCN = 297236.8258927 Edm = 0.352441 NCalls = 987 -VariableMetric: Iteration # 157 - FCN = 297236.5884417 Edm = 0.283225 NCalls = 991 -VariableMetric: Iteration # 158 - FCN = 297236.4391714 Edm = 0.105238 NCalls = 994 -VariableMetric: Iteration # 159 - FCN = 297236.3756809 Edm = 0.0979772 NCalls = 997 -VariableMetric: Iteration # 160 - FCN = 297236.24367 Edm = 0.0914843 NCalls = 1000 -VariableMetric: Iteration # 161 - FCN = 297236.1284286 Edm = 0.173132 NCalls = 1003 -VariableMetric: Iteration # 162 - FCN = 297236.0234587 Edm = 0.118118 NCalls = 1005 -VariableMetric: Iteration # 163 - FCN = 297235.8433495 Edm = 0.0834494 NCalls = 1008 -VariableMetric: Iteration # 164 - FCN = 297235.6511639 Edm = 0.23666 NCalls = 1011 -VariableMetric: Iteration # 165 - FCN = 297235.2751058 Edm = 0.906011 NCalls = 1015 -VariableMetric: Iteration # 166 - FCN = 297234.9632274 Edm = 0.955166 NCalls = 1018 -VariableMetric: Iteration # 167 - FCN = 297233.5342969 Edm = 4.41676 NCalls = 1023 -VariableMetric: Iteration # 168 - FCN = 297232.1986884 Edm = 3.95695 NCalls = 1028 -VariableMetric: Iteration # 169 - FCN = 297231.1740867 Edm = 4.24924 NCalls = 1033 -VariableMetric: Iteration # 170 - FCN = 297230.0123014 Edm = 1.70934 NCalls = 1039 -VariableMetric: Iteration # 171 - FCN = 297229.2577556 Edm = 2.25873 NCalls = 1043 -VariableMetric: Iteration # 172 - FCN = 297228.580348 Edm = 0.599235 NCalls = 1046 -VariableMetric: Iteration # 173 - FCN = 297228.3256613 Edm = 0.244878 NCalls = 1048 -VariableMetric: Iteration # 174 - FCN = 297228.1677359 Edm = 0.106855 NCalls = 1050 -VariableMetric: Iteration # 175 - FCN = 297228.0699544 Edm = 0.0593089 NCalls = 1052 -VariableMetric: Iteration # 176 - FCN = 297228.0154785 Edm = 0.0784539 NCalls = 1053 -VariableMetric: Iteration # 177 - FCN = 297227.9771159 Edm = 0.0202436 NCalls = 1055 -VariableMetric: Iteration # 178 - FCN = 297227.9542849 Edm = 0.00592532 NCalls = 1057 -VariableMetric: Iteration # 179 - FCN = 297227.9457063 Edm = 0.00322096 NCalls = 1059 -VariableMetric: Iteration # 180 - FCN = 297227.9398278 Edm = 0.00413334 NCalls = 1062 -VariableMetric: Iteration # 181 - FCN = 297227.9324874 Edm = 0.00279131 NCalls = 1064 -VariableMetric: Iteration # 182 - FCN = 297227.9251485 Edm = 0.0035912 NCalls = 1067 -VariableMetric: Iteration # 183 - FCN = 297227.9177419 Edm = 0.00153082 NCalls = 1069 -VariableMetric: Iteration # 184 - FCN = 297227.9149126 Edm = 0.00117875 NCalls = 1071 -VariableMetric: Iteration # 185 - FCN = 297227.9133851 Edm = 0.000922933 NCalls = 1073 -VariableMetric: Iteration # 186 - FCN = 297227.9118183 Edm = 0.000355661 NCalls = 1077 -VariableMetric: Iteration # 187 - FCN = 297227.9110544 Edm = 0.000254333 NCalls = 1079 -VariableMetric: Iteration # 188 - FCN = 297227.9105894 Edm = 0.000350325 NCalls = 1081 -VariableMetric: Iteration # 189 - FCN = 297227.9099787 Edm = 0.000310711 NCalls = 1084 -VariableMetric: Iteration # 190 - FCN = 297227.9089896 Edm = 0.000255812 NCalls = 1086 -VariableMetric: Iteration # 191 - FCN = 297227.9086309 Edm = 0.000169576 NCalls = 1088 -VariableMetric: Iteration # 192 - FCN = 297227.9084471 Edm = 6.2449e-05 NCalls = 1090 -VariableMetric: After Hessian - FCN = 297227.9084471 Edm = 0.000111851 NCalls = 1583 -VariableMetric: Iteration # 193 - FCN = 297227.9084471 Edm = 0.000111851 NCalls = 1583 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321104.2810092 Edm = 24.7881 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321104.2810092 Edm = 24.7881 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307675.0939514 Edm = 665.628 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 307394.1743863 Edm = 1.82503e+07 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 301871.9646702 Edm = 1.22962e+07 NCalls = 32 -VariableMetric: Iteration # 4 - FCN = 301212.209731 Edm = 1.31841e+07 NCalls = 43 -VariableMetric: Iteration # 5 - FCN = 300041.5262444 Edm = 1.90938e+06 NCalls = 53 -VariableMetric: Iteration # 6 - FCN = 299850.0550074 Edm = 349217 NCalls = 63 -VariableMetric: Iteration # 7 - FCN = 299444.2437787 Edm = 457609 NCalls = 71 -VariableMetric: Iteration # 8 - FCN = 298666.7226004 Edm = 163037 NCalls = 78 -VariableMetric: Iteration # 9 - FCN = 298608.6829436 Edm = 143646 NCalls = 85 -VariableMetric: Iteration # 10 - FCN = 298256.5795303 Edm = 1.23957e+06 NCalls = 91 -VariableMetric: Iteration # 11 - FCN = 298193.9633577 Edm = 25666.5 NCalls = 96 -VariableMetric: Iteration # 12 - FCN = 298115.5349557 Edm = 12435.1 NCalls = 103 -VariableMetric: Iteration # 13 - FCN = 297772.3829806 Edm = 11052 NCalls = 106 -VariableMetric: Iteration # 14 - FCN = 297716.69062 Edm = 3016.2 NCalls = 110 -VariableMetric: Iteration # 15 - FCN = 297697.6399478 Edm = 2091.27 NCalls = 114 -VariableMetric: Iteration # 16 - FCN = 297641.2345039 Edm = 1628.09 NCalls = 117 -VariableMetric: Iteration # 17 - FCN = 297633.3786607 Edm = 5449.91 NCalls = 127 -VariableMetric: Iteration # 18 - FCN = 297573.0135718 Edm = 3449.66 NCalls = 131 -VariableMetric: Iteration # 19 - FCN = 297551.0745976 Edm = 1952.95 NCalls = 134 -VariableMetric: Iteration # 20 - FCN = 297494.0690389 Edm = 1403.53 NCalls = 136 -VariableMetric: Iteration # 21 - FCN = 297477.694614 Edm = 194.345 NCalls = 138 -VariableMetric: Iteration # 22 - FCN = 297446.6517823 Edm = 179.335 NCalls = 140 -VariableMetric: Iteration # 23 - FCN = 297408.4422641 Edm = 521.23 NCalls = 142 -VariableMetric: Iteration # 24 - FCN = 297387.2789983 Edm = 408.063 NCalls = 144 -VariableMetric: Iteration # 25 - FCN = 297358.0330513 Edm = 89.6254 NCalls = 146 -VariableMetric: Iteration # 26 - FCN = 297342.8903817 Edm = 34.4426 NCalls = 148 -VariableMetric: Iteration # 27 - FCN = 297336.8843634 Edm = 23.8881 NCalls = 150 -VariableMetric: Iteration # 28 - FCN = 297331.108998 Edm = 10.0662 NCalls = 152 -VariableMetric: Iteration # 29 - FCN = 297328.2202431 Edm = 6.86945 NCalls = 154 -VariableMetric: Iteration # 30 - FCN = 297323.0691111 Edm = 20.8245 NCalls = 156 -VariableMetric: Iteration # 31 - FCN = 297314.1958591 Edm = 3.73688 NCalls = 159 -VariableMetric: Iteration # 32 - FCN = 297310.6516197 Edm = 0.868401 NCalls = 160 -VariableMetric: Iteration # 33 - FCN = 297309.5637613 Edm = 0.489931 NCalls = 162 -VariableMetric: Iteration # 34 - FCN = 297309.2154318 Edm = 0.423162 NCalls = 164 -VariableMetric: Iteration # 35 - FCN = 297308.7001408 Edm = 0.217388 NCalls = 167 -VariableMetric: Iteration # 36 - FCN = 297308.4812403 Edm = 0.381229 NCalls = 169 -VariableMetric: Iteration # 37 - FCN = 297308.1441572 Edm = 0.149718 NCalls = 171 -VariableMetric: Iteration # 38 - FCN = 297307.7797733 Edm = 0.143838 NCalls = 173 -VariableMetric: Iteration # 39 - FCN = 297307.5297496 Edm = 0.110254 NCalls = 175 -VariableMetric: Iteration # 40 - FCN = 297307.4344384 Edm = 0.0292303 NCalls = 177 -VariableMetric: Iteration # 41 - FCN = 297307.3975203 Edm = 0.00941426 NCalls = 179 -VariableMetric: Iteration # 42 - FCN = 297307.3643063 Edm = 0.0171472 NCalls = 181 -VariableMetric: Iteration # 43 - FCN = 297307.2504853 Edm = 0.0490314 NCalls = 184 -VariableMetric: Iteration # 44 - FCN = 297307.0267791 Edm = 0.218481 NCalls = 188 -VariableMetric: Iteration # 45 - FCN = 297306.5163106 Edm = 0.440625 NCalls = 192 -VariableMetric: Iteration # 46 - FCN = 297306.3525893 Edm = 0.260784 NCalls = 195 -VariableMetric: Iteration # 47 - FCN = 297306.112324 Edm = 0.340201 NCalls = 198 -VariableMetric: Iteration # 48 - FCN = 297304.7359183 Edm = 0.471155 NCalls = 204 -VariableMetric: Iteration # 49 - FCN = 297304.3638712 Edm = 0.915794 NCalls = 206 -VariableMetric: Iteration # 50 - FCN = 297303.4415428 Edm = 0.895462 NCalls = 209 -VariableMetric: Iteration # 51 - FCN = 297302.4247483 Edm = 1.49894 NCalls = 212 -VariableMetric: Iteration # 52 - FCN = 297301.5142633 Edm = 0.937784 NCalls = 215 -VariableMetric: Iteration # 53 - FCN = 297301.2719067 Edm = 0.634743 NCalls = 216 -VariableMetric: Iteration # 54 - FCN = 297300.1817378 Edm = 1.02282 NCalls = 219 -VariableMetric: Iteration # 55 - FCN = 297296.4114201 Edm = 0.948983 NCalls = 225 -VariableMetric: Iteration # 56 - FCN = 297296.054971 Edm = 1.33939 NCalls = 227 -VariableMetric: Iteration # 57 - FCN = 297294.9124061 Edm = 0.87948 NCalls = 229 -VariableMetric: Iteration # 58 - FCN = 297294.4169438 Edm = 0.492239 NCalls = 231 -VariableMetric: Iteration # 59 - FCN = 297294.1307926 Edm = 0.200262 NCalls = 233 -VariableMetric: Iteration # 60 - FCN = 297293.8951629 Edm = 0.235101 NCalls = 235 -VariableMetric: Iteration # 61 - FCN = 297293.5587878 Edm = 0.222557 NCalls = 237 -VariableMetric: Iteration # 62 - FCN = 297293.1299048 Edm = 0.0715002 NCalls = 239 -VariableMetric: Iteration # 63 - FCN = 297293.0109183 Edm = 0.0315697 NCalls = 241 -VariableMetric: Iteration # 64 - FCN = 297292.9652144 Edm = 0.0284403 NCalls = 243 -VariableMetric: Iteration # 65 - FCN = 297292.8846893 Edm = 0.0245423 NCalls = 246 -VariableMetric: Iteration # 66 - FCN = 297292.8451445 Edm = 0.0079055 NCalls = 248 -VariableMetric: Iteration # 67 - FCN = 297292.8283225 Edm = 0.00931197 NCalls = 250 -VariableMetric: Iteration # 68 - FCN = 297292.795751 Edm = 0.0261261 NCalls = 253 -VariableMetric: Iteration # 69 - FCN = 297292.7228768 Edm = 0.0158053 NCalls = 260 -VariableMetric: Iteration # 70 - FCN = 297292.6937657 Edm = 0.0149426 NCalls = 262 -VariableMetric: Iteration # 71 - FCN = 297292.6736808 Edm = 0.0277201 NCalls = 264 -VariableMetric: Iteration # 72 - FCN = 297292.6382226 Edm = 0.00519296 NCalls = 268 -VariableMetric: Iteration # 73 - FCN = 297292.6311536 Edm = 0.000931278 NCalls = 270 -VariableMetric: Iteration # 74 - FCN = 297292.629423 Edm = 0.000822791 NCalls = 272 -VariableMetric: Iteration # 75 - FCN = 297292.6271909 Edm = 0.00133788 NCalls = 274 -VariableMetric: Iteration # 76 - FCN = 297292.6236307 Edm = 0.000639894 NCalls = 276 -VariableMetric: Iteration # 77 - FCN = 297292.6229503 Edm = 4.0553e-05 NCalls = 278 -VariableMetric: After Hessian - FCN = 297292.6229503 Edm = 4.47725e-05 NCalls = 791 -VariableMetric: Iteration # 78 - FCN = 297292.6229503 Edm = 4.47725e-05 NCalls = 791 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300314.6001512 Edm = 2.82125 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300314.6001512 Edm = 2.82125 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300082.7475058 Edm = 15.8773 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298576.6989081 Edm = 200.632 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298150.3866488 Edm = 254.55 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297890.9051927 Edm = 4.48457 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297886.9270692 Edm = 0.0443018 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297886.6126383 Edm = 0.456715 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297831.4769201 Edm = 14.2789 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297788.5236952 Edm = 17.9711 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297758.1671511 Edm = 6.01765 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297748.1199702 Edm = 6.01704 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297728.0130963 Edm = 11.7305 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297716.7889261 Edm = 10.1993 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297709.1774672 Edm = 1.1781 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297708.6567121 Edm = 0.176939 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297707.9143231 Edm = 0.688831 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297703.562981 Edm = 3.31606 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297602.7583921 Edm = 3.50655 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297600.4076615 Edm = 0.602628 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297600.0193439 Edm = 0.0424987 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297599.6839784 Edm = 0.243554 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297549.1553708 Edm = 30.4904 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297510.3366632 Edm = 44.5679 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297495.9140739 Edm = 3.83677 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297493.5309272 Edm = 0.496624 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297492.4332821 Edm = 0.512051 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297491.2870166 Edm = 0.115056 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297491.1199277 Edm = 0.0576843 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297491.0746077 Edm = 0.0208743 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297491.0220976 Edm = 0.0165952 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297490.7790047 Edm = 0.207568 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297489.1922774 Edm = 3.02383 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297487.9310049 Edm = 3.25151 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297480.055321 Edm = 5.40558 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297467.0021045 Edm = 2.52626 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297463.7760023 Edm = 0.648977 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297462.480102 Edm = 0.0679291 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297462.3894834 Edm = 0.00508605 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297462.3700964 Edm = 0.00645716 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297462.3311169 Edm = 0.0121612 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297462.2507795 Edm = 0.045572 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297462.1838769 Edm = 0.0597484 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297461.3913494 Edm = 0.644023 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297458.3428554 Edm = 4.01511 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297447.9186358 Edm = 6.5158 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297437.4941095 Edm = 6.13543 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297425.9741144 Edm = 2.79476 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297421.6975771 Edm = 1.79171 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297420.2633692 Edm = 0.91053 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297419.8095113 Edm = 0.197687 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297419.531703 Edm = 0.191848 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297419.3761315 Edm = 0.11894 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297419.1797225 Edm = 0.0390081 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297419.1431878 Edm = 0.00549002 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297419.1370003 Edm = 0.000685826 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297419.1359853 Edm = 0.000593731 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297419.1329311 Edm = 0.00314873 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297418.9810767 Edm = 0.147946 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297413.2652805 Edm = 1.20204 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297412.7991339 Edm = 0.235846 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297412.5890967 Edm = 0.0103902 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297412.5762904 Edm = 0.000421535 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297412.5756694 Edm = 0.000207374 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297412.5731127 Edm = 0.00133073 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297412.5496217 Edm = 0.0180281 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297411.2431162 Edm = 0.389283 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297410.4552788 Edm = 0.111971 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297410.361462 Edm = 0.0332256 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297410.3422772 Edm = 0.00471713 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297410.3365522 Edm = 0.000257123 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297410.336111 Edm = 0.00011333 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297410.3308317 Edm = 0.00438039 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297409.954826 Edm = 0.326128 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297408.2810348 Edm = 0.682891 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297407.8920582 Edm = 0.0911811 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297407.8018866 Edm = 0.00546306 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297407.7933886 Edm = 0.000342116 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297407.7929856 Edm = 6.96468e-05 NCalls = 246 -VariableMetric: After Hessian - FCN = 297407.7929856 Edm = 4.75288 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297407.7929856 Edm = 4.75288 NCalls = 723 -VariableMetric: Iteration # 79 - FCN = 297395.7028847 Edm = 58.9448 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297394.4182821 Edm = 18.4095 NCalls = 734 -VariableMetric: Iteration # 81 - FCN = 297390.8151686 Edm = 5.22524 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297388.5932038 Edm = 20.0358 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297386.1929057 Edm = 22.1292 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297383.1289239 Edm = 10.4657 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297374.5619538 Edm = 5.41904 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297371.5220021 Edm = 6.69449 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297370.2975121 Edm = 5.19978 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297367.8362283 Edm = 1.15059 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297367.2252794 Edm = 0.480925 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297366.9041211 Edm = 0.408137 NCalls = 762 -VariableMetric: Iteration # 91 - FCN = 297366.6370654 Edm = 0.25048 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297366.4740036 Edm = 0.329609 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297366.21529 Edm = 0.180652 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297365.9930263 Edm = 0.0912592 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297365.8726763 Edm = 0.0583564 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297365.8079487 Edm = 0.0792383 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297365.745089 Edm = 0.0513781 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297365.6846141 Edm = 0.028024 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297365.6465033 Edm = 0.014983 NCalls = 784 -VariableMetric: Iteration # 100 - FCN = 297365.6311407 Edm = 0.0174902 NCalls = 787 -VariableMetric: Iteration # 101 - FCN = 297365.6053507 Edm = 0.0135353 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297365.5800674 Edm = 0.0164461 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297365.5587355 Edm = 0.0077392 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297365.5456043 Edm = 0.0108775 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297365.5383403 Edm = 0.00247477 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297365.5344214 Edm = 0.00118286 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297365.5326958 Edm = 0.000411697 NCalls = 805 -VariableMetric: Iteration # 108 - FCN = 297365.5320959 Edm = 0.000323487 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297365.531596 Edm = 0.000241445 NCalls = 809 -VariableMetric: Iteration # 110 - FCN = 297365.5310698 Edm = 0.000132692 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297365.5308487 Edm = 8.88896e-05 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297365.5306096 Edm = 6.87672e-05 NCalls = 815 -VariableMetric: Iteration # 113 - FCN = 297365.5303806 Edm = 0.000100163 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297365.5300212 Edm = 0.000170691 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297365.5295768 Edm = 6.61636e-05 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297365.5295043 Edm = 1.25794e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297365.5295043 Edm = 0.00232999 NCalls = 1312 -VariableMetric: Iteration # 117 - FCN = 297365.5295043 Edm = 0.00232999 NCalls = 1312 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313859.1212104 Edm = 18.8044 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313859.1212104 Edm = 18.8044 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302024.1188334 Edm = 3.73483 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302008.397853 Edm = 8.20178 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298344.2948133 Edm = 141.751 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298285.8733929 Edm = 40.6008 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298031.8088199 Edm = 7.33616 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298019.7286936 Edm = 2.20925 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298018.3607058 Edm = 0.216755 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297996.9389953 Edm = 14.2291 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297941.0842586 Edm = 1.21834 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297940.0024485 Edm = 0.0288567 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297939.864915 Edm = 0.133199 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297900.2145352 Edm = 3.72914 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297754.4010883 Edm = 27.7365 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297723.8090944 Edm = 6.0305 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297718.3641831 Edm = 0.0764407 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297718.2372612 Edm = 0.0332917 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297717.4545109 Edm = 0.679663 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297625.4072942 Edm = 11.985 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297611.2280861 Edm = 0.148082 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297611.0754449 Edm = 0.00659427 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297611.0441834 Edm = 0.0185501 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297610.3321222 Edm = 0.607781 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297590.5758908 Edm = 10.5618 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297551.2713206 Edm = 9.61792 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297541.0250951 Edm = 0.961386 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297539.5387564 Edm = 0.0349521 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297539.4938967 Edm = 0.00167855 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297539.4893537 Edm = 0.00203599 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297539.4271645 Edm = 0.0419803 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297537.9532261 Edm = 0.831024 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297522.2710629 Edm = 4.28 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297513.8337667 Edm = 2.25061 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297511.9042727 Edm = 0.64862 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297511.5046034 Edm = 0.228534 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297511.1951824 Edm = 0.155058 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297511.0103104 Edm = 0.0209658 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297510.9852884 Edm = 0.000823797 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297510.9806345 Edm = 0.00406292 NCalls = 118 -VariableMetric: Iteration # 39 - FCN = 297510.9121953 Edm = 0.0745914 NCalls = 123 -VariableMetric: Iteration # 40 - FCN = 297509.9101747 Edm = 0.378172 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297507.2752096 Edm = 2.13921 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297504.0321221 Edm = 3.25618 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297499.3997758 Edm = 3.88529 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297493.5932021 Edm = 3.61158 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297492.6880211 Edm = 2.34558 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297488.6502844 Edm = 7.08738 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297484.4574077 Edm = 2.6526 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297483.321747 Edm = 0.920227 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297482.8204095 Edm = 0.246456 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297482.6211089 Edm = 0.0739484 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297482.5219209 Edm = 0.0474819 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297482.4720355 Edm = 0.00386301 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297482.4671533 Edm = 0.00112238 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297482.4432944 Edm = 0.0245777 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297481.6763592 Edm = 0.623395 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297475.4162265 Edm = 1.06189 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297474.1195995 Edm = 0.300433 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297473.8775719 Edm = 0.128862 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297473.6939171 Edm = 0.0499341 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297473.6470322 Edm = 0.00994304 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297473.635609 Edm = 0.00180922 NCalls = 190 -VariableMetric: Iteration # 62 - FCN = 297473.633663 Edm = 0.000115345 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297473.6331916 Edm = 0.000355229 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297473.6060954 Edm = 0.0281196 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297473.0803877 Edm = 0.114091 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297472.1601883 Edm = 0.318651 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297471.7520213 Edm = 0.0807104 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297471.6777365 Edm = 0.00859526 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297471.6675636 Edm = 0.000760689 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297471.6665946 Edm = 8.62898e-05 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297471.6663448 Edm = 0.000141724 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297471.6636515 Edm = 0.00249165 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297471.3026181 Edm = 0.294128 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297469.8612063 Edm = 0.154977 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297469.7560783 Edm = 0.0198099 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297469.7378304 Edm = 0.00218612 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297469.7347973 Edm = 0.000139693 NCalls = 236 -VariableMetric: Iteration # 78 - FCN = 297469.7345849 Edm = 8.95387e-05 NCalls = 238 -VariableMetric: Iteration # 79 - FCN = 297469.7341534 Edm = 0.000328676 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297469.7310161 Edm = 0.00254632 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297469.5802203 Edm = 0.125346 NCalls = 249 -VariableMetric: Iteration # 82 - FCN = 297468.436585 Edm = 0.111896 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297468.3073717 Edm = 0.0106665 NCalls = 255 -VariableMetric: Iteration # 84 - FCN = 297468.2938334 Edm = 0.00182137 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297468.2922951 Edm = 0.000117526 NCalls = 259 -VariableMetric: Iteration # 86 - FCN = 297468.2921434 Edm = 2.06447e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297468.2921434 Edm = 86.2839 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297468.2921434 Edm = 86.2839 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297467.9745778 Edm = 110.378 NCalls = 744 -VariableMetric: Iteration # 89 - FCN = 297467.144215 Edm = 0.187467 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297467.1309514 Edm = 0.312708 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297467.0851445 Edm = 0.0135747 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297467.0592931 Edm = 0.0210627 NCalls = 756 -VariableMetric: Iteration # 93 - FCN = 297466.9561984 Edm = 0.394771 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297466.9343704 Edm = 0.0839262 NCalls = 768 -VariableMetric: Iteration # 95 - FCN = 297466.8876358 Edm = 0.0791964 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297466.8395613 Edm = 0.113756 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297466.6017065 Edm = 0.101525 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297466.4595313 Edm = 0.0877196 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297466.2032729 Edm = 0.538682 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297466.0511816 Edm = 0.190665 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 297465.9376457 Edm = 0.205453 NCalls = 792 -VariableMetric: Iteration # 102 - FCN = 297465.6276427 Edm = 1.03593 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297465.0440711 Edm = 0.130563 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297464.9088614 Edm = 0.0630901 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297464.8594948 Edm = 0.0158885 NCalls = 804 -VariableMetric: Iteration # 106 - FCN = 297464.838908 Edm = 0.012088 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297464.8063303 Edm = 0.0157281 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297464.7243102 Edm = 0.0507168 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297464.5287289 Edm = 0.03894 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297464.4592171 Edm = 0.0102848 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297464.4328225 Edm = 0.00559352 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297464.4231894 Edm = 0.00178659 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297464.4213054 Edm = 0.00031849 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297464.4210634 Edm = 2.71044e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297464.4210634 Edm = 0.00124576 NCalls = 1304 -VariableMetric: Iteration # 115 - FCN = 297464.4210634 Edm = 0.00124576 NCalls = 1304 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305831.1276383 Edm = 11.1172 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305831.1276383 Edm = 11.1172 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299128.6959968 Edm = 0.334176 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299128.1580184 Edm = 0.44572 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298819.5205926 Edm = 6.7978 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298815.6921733 Edm = 0.0655669 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298815.4589083 Edm = 0.257042 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298565.9528868 Edm = 19.7154 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297573.2982951 Edm = 5.21633e+06 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 297469.312021 Edm = 125966 NCalls = 53 -VariableMetric: Iteration # 9 - FCN = 297436.409208 Edm = 338648 NCalls = 60 -VariableMetric: Iteration # 10 - FCN = 297397.156198 Edm = 78472.6 NCalls = 66 -VariableMetric: Iteration # 11 - FCN = 297350.5797324 Edm = 21612.3 NCalls = 71 -VariableMetric: Iteration # 12 - FCN = 297301.0213498 Edm = 125951 NCalls = 74 -VariableMetric: Iteration # 13 - FCN = 297297.7402301 Edm = 26393.4 NCalls = 78 -VariableMetric: Iteration # 14 - FCN = 297276.3514689 Edm = 12738.4 NCalls = 81 -VariableMetric: Iteration # 15 - FCN = 297268.164077 Edm = 5141.85 NCalls = 84 -VariableMetric: Iteration # 16 - FCN = 297262.8846346 Edm = 11875.1 NCalls = 87 -VariableMetric: Iteration # 17 - FCN = 297252.1455345 Edm = 2268.32 NCalls = 90 -VariableMetric: Iteration # 18 - FCN = 297227.6829 Edm = 5317.06 NCalls = 94 -VariableMetric: Iteration # 19 - FCN = 297209.9213102 Edm = 3766.19 NCalls = 97 -VariableMetric: Iteration # 20 - FCN = 297201.24822 Edm = 2452.1 NCalls = 101 -VariableMetric: Iteration # 21 - FCN = 297165.9956212 Edm = 641.213 NCalls = 104 -VariableMetric: Iteration # 22 - FCN = 297136.9843002 Edm = 405.603 NCalls = 107 -VariableMetric: Iteration # 23 - FCN = 297134.3163755 Edm = 389.385 NCalls = 109 -VariableMetric: Iteration # 24 - FCN = 297108.4911455 Edm = 133.992 NCalls = 111 -VariableMetric: Iteration # 25 - FCN = 297100.3173714 Edm = 36.4585 NCalls = 113 -VariableMetric: Iteration # 26 - FCN = 297087.0614425 Edm = 37.3726 NCalls = 115 -VariableMetric: Iteration # 27 - FCN = 297082.2019367 Edm = 45.6266 NCalls = 117 -VariableMetric: Iteration # 28 - FCN = 297078.293639 Edm = 32.0895 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297073.6770224 Edm = 32.5154 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297062.6404959 Edm = 32.7065 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297058.575002 Edm = 12.8906 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297054.8164328 Edm = 5.22648 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297051.288588 Edm = 1.51765 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297049.809417 Edm = 0.740266 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297049.3095142 Edm = 1.17887 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297048.4825675 Edm = 0.782525 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297047.6399275 Edm = 0.961792 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297047.3341077 Edm = 0.415486 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297046.7685788 Edm = 0.322411 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297046.4249825 Edm = 0.318816 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297045.8530411 Edm = 0.3043 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297045.0430445 Edm = 0.416984 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297044.9230924 Edm = 0.322361 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297044.573783 Edm = 0.213472 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297044.1912567 Edm = 0.148932 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297043.9799315 Edm = 0.227879 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297043.7904441 Edm = 0.0655569 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297043.6785657 Edm = 0.030733 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297043.6035728 Edm = 0.0329298 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297043.5150187 Edm = 0.0335214 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297043.4738936 Edm = 0.0220816 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297043.4263502 Edm = 0.0183523 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297043.3950389 Edm = 0.0191644 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297043.340367 Edm = 0.0428745 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297043.2433086 Edm = 0.0448054 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297043.171958 Edm = 0.0237397 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297043.1256986 Edm = 0.0231566 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297043.0864521 Edm = 0.029234 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297043.0461854 Edm = 0.0215665 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297043.0005941 Edm = 0.022238 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297042.9781071 Edm = 0.0087337 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297042.9664818 Edm = 0.00670687 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297042.9594585 Edm = 0.00979274 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297042.9301376 Edm = 0.0226461 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297042.7774289 Edm = 0.080182 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297042.6467101 Edm = 0.0453069 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297042.5829811 Edm = 0.0243167 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297042.5472432 Edm = 0.0156204 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297042.5258686 Edm = 0.0121444 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297042.5133561 Edm = 0.00640305 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297042.5041519 Edm = 0.00353772 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297042.4954364 Edm = 0.00390672 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297042.4852117 Edm = 0.00599181 NCalls = 228 -VariableMetric: Iteration # 74 - FCN = 297042.4603779 Edm = 0.0201778 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297042.3108542 Edm = 0.0822933 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297042.1437908 Edm = 0.153074 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297042.010579 Edm = 0.0675846 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297041.9010518 Edm = 0.0407499 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297041.8787436 Edm = 0.0397086 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297041.8479367 Edm = 0.0298514 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297041.8040395 Edm = 0.0729156 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297041.7019577 Edm = 0.0999197 NCalls = 254 -VariableMetric: Iteration # 83 - FCN = 297041.6064133 Edm = 0.105345 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297041.5474207 Edm = 0.0455292 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297041.4445808 Edm = 0.0752793 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297041.3250344 Edm = 0.0838952 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297041.2105474 Edm = 0.0708524 NCalls = 271 -VariableMetric: Iteration # 88 - FCN = 297041.1431489 Edm = 0.0405384 NCalls = 273 -VariableMetric: Iteration # 89 - FCN = 297041.0886772 Edm = 0.0235175 NCalls = 276 -VariableMetric: Iteration # 90 - FCN = 297041.0624289 Edm = 0.00767607 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297041.0515415 Edm = 0.00298519 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297041.0472032 Edm = 0.00131129 NCalls = 282 -VariableMetric: Iteration # 93 - FCN = 297041.0450319 Edm = 0.00158853 NCalls = 284 -VariableMetric: Iteration # 94 - FCN = 297041.0417002 Edm = 0.00243296 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297041.0318956 Edm = 0.00507382 NCalls = 289 -VariableMetric: Iteration # 96 - FCN = 297041.0161213 Edm = 0.00922686 NCalls = 292 -VariableMetric: Iteration # 97 - FCN = 297040.9980673 Edm = 0.00874032 NCalls = 294 -VariableMetric: Iteration # 98 - FCN = 297040.973915 Edm = 0.00401378 NCalls = 296 -VariableMetric: Iteration # 99 - FCN = 297040.9675451 Edm = 0.000918505 NCalls = 298 -VariableMetric: Iteration # 100 - FCN = 297040.9660696 Edm = 0.000550546 NCalls = 300 -VariableMetric: Iteration # 101 - FCN = 297040.9657123 Edm = 0.000101202 NCalls = 302 -VariableMetric: Iteration # 102 - FCN = 297040.9654742 Edm = 0.000135966 NCalls = 304 -VariableMetric: Iteration # 103 - FCN = 297040.9651955 Edm = 0.000184497 NCalls = 306 -VariableMetric: Iteration # 104 - FCN = 297040.9648467 Edm = 0.000134237 NCalls = 308 -VariableMetric: Iteration # 105 - FCN = 297040.9646195 Edm = 6.54382e-05 NCalls = 310 -VariableMetric: Iteration # 106 - FCN = 297040.9645511 Edm = 2.85445e-05 NCalls = 313 -VariableMetric: After Hessian - FCN = 297040.9645511 Edm = 0.000130322 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297040.9645511 Edm = 0.000130322 NCalls = 808 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326717.4429759 Edm = 70.757 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326717.4429759 Edm = 70.757 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313496.8255619 Edm = 67.5657 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 313270.5620902 Edm = 1196.72 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299132.8859819 Edm = 126.428 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298813.5274619 Edm = 50.4856 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298787.5437141 Edm = 7.17354 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298279.8418169 Edm = 5.35775 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298272.1265947 Edm = 1.1462 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298267.7916379 Edm = 2.73551 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298041.6166837 Edm = 70.569 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297911.3531078 Edm = 7.13698 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297901.6017877 Edm = 0.306054 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297901.0183811 Edm = 0.52466 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297897.6460513 Edm = 3.54945 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297866.3112364 Edm = 9.03019 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297850.244507 Edm = 0.684755 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297849.6595964 Edm = 0.250767 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297849.3394448 Edm = 0.0981225 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297848.8703112 Edm = 0.275615 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297817.3538194 Edm = 23.4526 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297611.7109981 Edm = 43.7822 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297575.0900977 Edm = 4.16119 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297571.5432106 Edm = 1.31136 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297564.0946837 Edm = 0.0654644 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297564.0099321 Edm = 0.0236341 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297563.970621 Edm = 0.0263837 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297563.8580086 Edm = 0.0971139 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297556.3257156 Edm = 8.21306 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297552.6236075 Edm = 3.40313 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297450.7569032 Edm = 4.13908 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297447.1583416 Edm = 0.139039 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297446.9172386 Edm = 0.0146627 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297446.8215582 Edm = 0.0710852 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297446.2699886 Edm = 0.613215 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297444.2899065 Edm = 1.65257 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297408.3745338 Edm = 6.18747 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297404.9992205 Edm = 1.10413 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297403.4376588 Edm = 0.41482 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297402.4893645 Edm = 0.0913464 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297402.3597514 Edm = 0.00423791 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297402.3496842 Edm = 0.00380215 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297402.321528 Edm = 0.0130227 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297402.2820289 Edm = 0.0278984 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297401.8694257 Edm = 0.454577 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297401.3220375 Edm = 0.728322 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297401.0515277 Edm = 0.469172 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297400.5249053 Edm = 0.513441 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297393.4639663 Edm = 4.70978 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297380.1521761 Edm = 2.4745 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297377.38536 Edm = 2.40449 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297375.2136457 Edm = 1.11479 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297374.565976 Edm = 0.207382 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297374.4216268 Edm = 0.0760242 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297374.3803909 Edm = 0.0207884 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297374.3495433 Edm = 0.0030082 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297374.3437811 Edm = 0.00193542 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297374.3094916 Edm = 0.0264001 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297374.2231955 Edm = 0.0205992 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297374.0975929 Edm = 0.114243 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297369.1712985 Edm = 2.14275 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297366.7661144 Edm = 1.01861 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297366.044747 Edm = 0.081371 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297365.9918514 Edm = 0.009904 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297365.982034 Edm = 0.00077787 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297365.9810703 Edm = 0.000157676 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297365.9806569 Edm = 0.000268371 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297365.9171322 Edm = 0.0608348 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297364.4017417 Edm = 0.875113 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297363.2216941 Edm = 2.1074 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297361.7867482 Edm = 0.846 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297360.2364575 Edm = 1.11478 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297358.227389 Edm = 1.51615 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297357.7644086 Edm = 0.958042 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297356.790016 Edm = 0.348033 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297356.5498394 Edm = 0.177804 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297356.4354493 Edm = 0.0218659 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297356.414673 Edm = 0.00347741 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297356.4105635 Edm = 0.000886471 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297356.4078964 Edm = 0.000952562 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297356.40103 Edm = 0.00628627 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297356.1238929 Edm = 0.215989 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297354.0464166 Edm = 0.869301 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297353.0118841 Edm = 0.803601 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297352.4519049 Edm = 0.31309 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297352.165469 Edm = 0.239125 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297352.004168 Edm = 0.0331908 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297351.9705457 Edm = 0.00616318 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297351.9650305 Edm = 0.000564824 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297351.9644549 Edm = 0.00010432 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297351.9642504 Edm = 9.60728e-05 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297351.9633317 Edm = 0.000589125 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297351.9559939 Edm = 0.00623846 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297351.5585089 Edm = 0.282016 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297350.6422109 Edm = 0.0329823 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297350.6073291 Edm = 0.00135145 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297350.6061305 Edm = 9.02752e-05 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297350.606018 Edm = 2.76024e-05 NCalls = 314 -VariableMetric: After Hessian - FCN = 297350.606018 Edm = 20976.6 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297350.606018 Edm = 20976.6 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297350.4299071 Edm = 324.184 NCalls = 802 -VariableMetric: Iteration # 99 - FCN = 297349.6688557 Edm = 0.609113 NCalls = 804 -VariableMetric: Iteration # 100 - FCN = 297349.0140125 Edm = 0.0513799 NCalls = 806 -VariableMetric: Iteration # 101 - FCN = 297348.7741544 Edm = 0.0219909 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297348.578921 Edm = 0.0575071 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297348.4722261 Edm = 0.0222728 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297348.3484406 Edm = 0.00786664 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297348.3178979 Edm = 0.0141047 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297348.2694198 Edm = 0.00380563 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297348.2417785 Edm = 0.0102641 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297348.2219862 Edm = 0.00298026 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297348.205567 Edm = 0.00425602 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297348.1994931 Edm = 0.000887459 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297348.1888566 Edm = 0.00216114 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297348.1848258 Edm = 0.00141213 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297348.1711293 Edm = 0.000916082 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297348.1690264 Edm = 0.000930251 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297348.1620266 Edm = 0.00122972 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297348.1564281 Edm = 0.00313955 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297348.1414578 Edm = 0.00204779 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297348.1353759 Edm = 0.00334089 NCalls = 849 -VariableMetric: Iteration # 119 - FCN = 297348.1228103 Edm = 0.00178904 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297348.120806 Edm = 0.000277416 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297348.1198658 Edm = 0.000548442 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297348.1174201 Edm = 0.000753425 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297348.1145989 Edm = 0.00066798 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297348.1129475 Edm = 0.000274055 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297348.1116345 Edm = 0.000997971 NCalls = 865 -VariableMetric: Iteration # 126 - FCN = 297348.1089528 Edm = 0.000832137 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297348.10718 Edm = 0.000449302 NCalls = 869 -VariableMetric: Iteration # 128 - FCN = 297348.104578 Edm = 0.000874372 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297348.1033779 Edm = 0.000233498 NCalls = 874 -VariableMetric: Iteration # 130 - FCN = 297348.1029941 Edm = 0.000114345 NCalls = 877 -VariableMetric: Iteration # 131 - FCN = 297348.1027052 Edm = 3.7377e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297348.1027052 Edm = 0.000469775 NCalls = 1370 -VariableMetric: Iteration # 132 - FCN = 297348.1027052 Edm = 0.000469775 NCalls = 1370 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302045.0902705 Edm = 13.0498 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302045.0902705 Edm = 13.0498 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299647.590426 Edm = 2.35114 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299644.2116387 Edm = 9.72649 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299049.3705121 Edm = 198.592 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298178.2929094 Edm = 155.384 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298041.7016623 Edm = 0.403412 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298041.1094476 Edm = 0.382823 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298031.7481527 Edm = 8.79906 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297766.6850395 Edm = 22.7461 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297743.5627875 Edm = 0.793339 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297742.5000998 Edm = 0.252484 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297740.6880405 Edm = 1.16904 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297647.6838774 Edm = 44.1505 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297593.0027695 Edm = 3.3838 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297588.4548983 Edm = 0.13216 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297588.2264029 Edm = 0.109021 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297566.4131254 Edm = 17.5947 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297444.8612843 Edm = 18.2798 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297419.5586144 Edm = 2.2822 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297417.0965473 Edm = 0.353547 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297416.4765423 Edm = 0.0558618 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297416.4185373 Edm = 0.00650766 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297416.3168044 Edm = 0.0848879 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297404.6133017 Edm = 7.39663 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297372.7501405 Edm = 0.225359 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297372.5257111 Edm = 0.00879399 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297372.5171828 Edm = 0.0015526 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297372.4564296 Edm = 0.0601942 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297370.346939 Edm = 0.326746 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297364.6072618 Edm = 2.40544 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297353.5719919 Edm = 0.513407 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297352.9425238 Edm = 0.0822237 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297352.8702303 Edm = 0.00705916 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297352.860709 Edm = 0.0017532 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297352.8563839 Edm = 0.00298538 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297352.8338447 Edm = 0.013455 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297350.6986383 Edm = 1.63067 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297340.4173782 Edm = 1.41099 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297338.767608 Edm = 0.265543 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297338.4744288 Edm = 0.0754115 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297338.3971756 Edm = 0.0140458 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297338.3842107 Edm = 0.000712648 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297338.3826204 Edm = 0.000849334 NCalls = 131 -VariableMetric: Iteration # 43 - FCN = 297338.3475829 Edm = 0.0370588 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297336.9353151 Edm = 0.122114 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297333.1567941 Edm = 0.728931 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297332.3169492 Edm = 0.100996 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297332.2209331 Edm = 0.00421946 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297332.2146482 Edm = 0.00121403 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297332.2128931 Edm = 0.000412647 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297332.2098816 Edm = 0.00247101 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297332.1345097 Edm = 0.0596828 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297330.6774856 Edm = 1.11499 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297325.1459243 Edm = 0.399916 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297324.7467505 Edm = 0.0278136 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297324.7187012 Edm = 0.00568391 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297324.7109274 Edm = 0.000776121 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297324.7096178 Edm = 0.000215242 NCalls = 173 -VariableMetric: Iteration # 58 - FCN = 297324.708339 Edm = 0.00100462 NCalls = 176 -VariableMetric: Iteration # 59 - FCN = 297324.597096 Edm = 0.105546 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297321.9431254 Edm = 0.843034 NCalls = 185 -VariableMetric: Iteration # 61 - FCN = 297320.8316503 Edm = 0.228139 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297320.5935202 Edm = 0.0377096 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297320.5653178 Edm = 0.00299073 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297320.5629886 Edm = 0.000102228 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297320.5628367 Edm = 6.92441e-05 NCalls = 196 -VariableMetric: After Hessian - FCN = 297320.5628367 Edm = 0.87145 NCalls = 671 -VariableMetric: Iteration # 66 - FCN = 297320.5628367 Edm = 0.87145 NCalls = 671 -VariableMetric: Iteration # 67 - FCN = 297320.4683992 Edm = 1.84687 NCalls = 673 -VariableMetric: Iteration # 68 - FCN = 297319.8780062 Edm = 4325.24 NCalls = 677 -VariableMetric: Iteration # 69 - FCN = 297319.8034195 Edm = 1057.04 NCalls = 681 -VariableMetric: Iteration # 70 - FCN = 297319.7012687 Edm = 539.781 NCalls = 685 -VariableMetric: Iteration # 71 - FCN = 297319.6463248 Edm = 207.607 NCalls = 689 -VariableMetric: Iteration # 72 - FCN = 297319.5548003 Edm = 139.604 NCalls = 693 -VariableMetric: Iteration # 73 - FCN = 297319.4268468 Edm = 111.188 NCalls = 696 -VariableMetric: Iteration # 74 - FCN = 297319.2580975 Edm = 51.857 NCalls = 699 -VariableMetric: Iteration # 75 - FCN = 297319.1771962 Edm = 108.525 NCalls = 702 -VariableMetric: Iteration # 76 - FCN = 297318.9713484 Edm = 31.5599 NCalls = 705 -VariableMetric: Iteration # 77 - FCN = 297318.912533 Edm = 14.5198 NCalls = 708 -VariableMetric: Iteration # 78 - FCN = 297318.8403365 Edm = 7.67566 NCalls = 711 -VariableMetric: Iteration # 79 - FCN = 297318.7549448 Edm = 24.5207 NCalls = 713 -VariableMetric: Iteration # 80 - FCN = 297318.6767211 Edm = 5.13668 NCalls = 715 -VariableMetric: Iteration # 81 - FCN = 297318.6117619 Edm = 1.33894 NCalls = 717 -VariableMetric: Iteration # 82 - FCN = 297318.5500694 Edm = 3.25302 NCalls = 719 -VariableMetric: Iteration # 83 - FCN = 297318.4742683 Edm = 0.670434 NCalls = 721 -VariableMetric: Iteration # 84 - FCN = 297318.4217294 Edm = 0.619478 NCalls = 723 -VariableMetric: Iteration # 85 - FCN = 297318.4019595 Edm = 0.328176 NCalls = 725 -VariableMetric: Iteration # 86 - FCN = 297318.377844 Edm = 0.20563 NCalls = 727 -VariableMetric: Iteration # 87 - FCN = 297318.361456 Edm = 0.0243739 NCalls = 729 -VariableMetric: Iteration # 88 - FCN = 297318.3534131 Edm = 0.0673136 NCalls = 731 -VariableMetric: Iteration # 89 - FCN = 297318.3299918 Edm = 0.0336762 NCalls = 734 -VariableMetric: Iteration # 90 - FCN = 297318.3263173 Edm = 0.0332586 NCalls = 736 -VariableMetric: Iteration # 91 - FCN = 297318.2981564 Edm = 0.10867 NCalls = 738 -VariableMetric: Iteration # 92 - FCN = 297318.2304174 Edm = 0.157955 NCalls = 742 -VariableMetric: Iteration # 93 - FCN = 297318.2058486 Edm = 0.0468125 NCalls = 745 -VariableMetric: Iteration # 94 - FCN = 297318.1673619 Edm = 0.104859 NCalls = 748 -VariableMetric: Iteration # 95 - FCN = 297318.0674165 Edm = 0.179543 NCalls = 752 -VariableMetric: Iteration # 96 - FCN = 297317.992746 Edm = 0.0915275 NCalls = 758 -VariableMetric: Iteration # 97 - FCN = 297317.9198559 Edm = 0.128827 NCalls = 762 -VariableMetric: Iteration # 98 - FCN = 297317.8075205 Edm = 0.109829 NCalls = 766 -VariableMetric: Iteration # 99 - FCN = 297317.57159 Edm = 0.0963543 NCalls = 771 -VariableMetric: Iteration # 100 - FCN = 297317.3863837 Edm = 0.351065 NCalls = 774 -VariableMetric: Iteration # 101 - FCN = 297317.0915212 Edm = 0.315346 NCalls = 777 -VariableMetric: Iteration # 102 - FCN = 297316.7761109 Edm = 0.512549 NCalls = 780 -VariableMetric: Iteration # 103 - FCN = 297316.5386683 Edm = 0.376895 NCalls = 783 -VariableMetric: Iteration # 104 - FCN = 297316.1294133 Edm = 0.25511 NCalls = 786 -VariableMetric: Iteration # 105 - FCN = 297315.47454 Edm = 0.572257 NCalls = 791 -VariableMetric: Iteration # 106 - FCN = 297314.1077174 Edm = 2.06952 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297313.161261 Edm = 6.22552 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297312.4344932 Edm = 1.14126 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297311.0489624 Edm = 1.60973 NCalls = 807 -VariableMetric: Iteration # 110 - FCN = 297308.8611939 Edm = 2.18609 NCalls = 811 -VariableMetric: Iteration # 111 - FCN = 297307.9278426 Edm = 1.45079 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297307.6009431 Edm = 1.17582 NCalls = 818 -VariableMetric: Iteration # 113 - FCN = 297307.0204557 Edm = 0.330553 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297306.7136217 Edm = 0.131602 NCalls = 823 -VariableMetric: Iteration # 115 - FCN = 297306.6312191 Edm = 0.0718782 NCalls = 825 -VariableMetric: Iteration # 116 - FCN = 297306.5758256 Edm = 0.0584007 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297306.5577162 Edm = 0.012208 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297306.5400168 Edm = 0.00107231 NCalls = 832 -VariableMetric: Iteration # 119 - FCN = 297306.5385502 Edm = 0.000130571 NCalls = 834 -VariableMetric: Iteration # 120 - FCN = 297306.5382593 Edm = 7.57448e-05 NCalls = 836 -VariableMetric: After Hessian - FCN = 297306.5382593 Edm = 0.000118535 NCalls = 1313 -VariableMetric: Iteration # 121 - FCN = 297306.5382593 Edm = 0.000118535 NCalls = 1313 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301606.2752981 Edm = 24.3684 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301606.2752981 Edm = 24.3684 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300175.3717013 Edm = 5.3522 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299553.527235 Edm = 1984.11 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299403.3417497 Edm = 139.931 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297927.7277095 Edm = 12.8588 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297889.8633005 Edm = 0.314875 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297888.2885069 Edm = 0.866893 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297771.4976284 Edm = 17.1898 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297739.4209418 Edm = 0.440277 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297738.9154395 Edm = 0.076648 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297738.3904942 Edm = 0.454877 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297684.6783492 Edm = 5.31061 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297678.8160221 Edm = 0.079697 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297677.7797261 Edm = 1.02905 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297669.5692702 Edm = 6.50278 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297603.1067573 Edm = 22.2993 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297584.4742874 Edm = 9.11747 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297568.53721 Edm = 6.30353 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297546.0080836 Edm = 13.7234 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297542.5850441 Edm = 9.78629 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297538.0457338 Edm = 6.64204 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297531.8885005 Edm = 6.53266 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297517.5350546 Edm = 11.2551 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297498.2649425 Edm = 1.65753 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297496.6108154 Edm = 0.202495 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297496.4382216 Edm = 0.00915809 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297496.4213077 Edm = 0.0056304 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297496.2459842 Edm = 0.165852 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297464.383745 Edm = 9.0278 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297453.1546374 Edm = 0.839779 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297452.2425039 Edm = 0.172902 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297451.4929116 Edm = 2.23013 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297449.9423197 Edm = 10.2431 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297441.9037782 Edm = 8.92094 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297440.839637 Edm = 1.42996 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297439.1097336 Edm = 1.44411 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297435.8911863 Edm = 0.396433 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297435.6036686 Edm = 0.464783 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297435.152799 Edm = 0.366704 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297434.3813343 Edm = 1.34847 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297432.4796082 Edm = 3.96091 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297432.1350291 Edm = 0.319267 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297430.0104867 Edm = 1.49051 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297427.7660875 Edm = 0.221839 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297427.5901464 Edm = 0.0148578 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297427.5743202 Edm = 0.00473709 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297427.5592039 Edm = 0.00836697 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297427.2599916 Edm = 0.307727 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297420.4697251 Edm = 4.323 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297412.2089885 Edm = 0.302351 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297412.0058297 Edm = 0.0312695 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297411.9913948 Edm = 0.00104978 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297411.9874954 Edm = 0.0029136 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297411.9218807 Edm = 0.0935744 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297411.8047297 Edm = 0.113043 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297405.2589803 Edm = 0.361978 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297405.0213692 Edm = 0.0105045 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297405.0068199 Edm = 0.00385363 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297404.9963977 Edm = 0.003644 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297404.9874481 Edm = 0.00135971 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297404.9849955 Edm = 0.000787301 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297404.9826814 Edm = 0.000596603 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297404.9515678 Edm = 0.0112512 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297404.93651 Edm = 27684.7 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297404.5882946 Edm = 101432 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297403.8529978 Edm = 10134.9 NCalls = 236 -VariableMetric: Iteration # 66 - FCN = 297403.7075155 Edm = 78930.9 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297401.6205466 Edm = 1919.94 NCalls = 246 -VariableMetric: Iteration # 68 - FCN = 297401.3726231 Edm = 2522.16 NCalls = 250 -VariableMetric: Iteration # 69 - FCN = 297400.5251632 Edm = 1009.42 NCalls = 254 -VariableMetric: Iteration # 70 - FCN = 297400.1626857 Edm = 652.66 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297399.8114597 Edm = 888.579 NCalls = 262 -VariableMetric: Iteration # 72 - FCN = 297399.1640076 Edm = 151.628 NCalls = 265 -VariableMetric: Iteration # 73 - FCN = 297399.1138853 Edm = 1355.24 NCalls = 268 -VariableMetric: Iteration # 74 - FCN = 297398.6897561 Edm = 46.0357 NCalls = 271 -VariableMetric: Iteration # 75 - FCN = 297398.5496817 Edm = 22.4965 NCalls = 274 -VariableMetric: Iteration # 76 - FCN = 297398.4022915 Edm = 13.6889 NCalls = 277 -VariableMetric: Iteration # 77 - FCN = 297398.3167305 Edm = 6.41804 NCalls = 280 -VariableMetric: Iteration # 78 - FCN = 297398.2446537 Edm = 11.9213 NCalls = 283 -VariableMetric: Iteration # 79 - FCN = 297398.0959627 Edm = 37.3367 NCalls = 285 -VariableMetric: Iteration # 80 - FCN = 297397.9789469 Edm = 5.83659 NCalls = 287 -VariableMetric: Iteration # 81 - FCN = 297397.9570058 Edm = 4.84551 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297397.8658058 Edm = 10.622 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297397.6440301 Edm = 2.78499 NCalls = 294 -VariableMetric: Iteration # 84 - FCN = 297397.3130214 Edm = 16.3464 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297397.0990535 Edm = 0.220318 NCalls = 298 -VariableMetric: Iteration # 86 - FCN = 297396.8668861 Edm = 1.47412 NCalls = 302 -VariableMetric: Iteration # 87 - FCN = 297396.7288067 Edm = 0.202727 NCalls = 304 -VariableMetric: Iteration # 88 - FCN = 297396.5728691 Edm = 0.147541 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297396.4212495 Edm = 0.0622693 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297396.3315348 Edm = 0.0235642 NCalls = 311 -VariableMetric: Iteration # 91 - FCN = 297396.2910305 Edm = 0.023683 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297396.2781276 Edm = 0.0179809 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297396.2568446 Edm = 0.00866404 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297396.2424864 Edm = 0.0102978 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297396.2226987 Edm = 0.0155385 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297396.2083667 Edm = 0.0155792 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297396.1899218 Edm = 0.00849904 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297396.1498599 Edm = 0.0229714 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297396.1384196 Edm = 0.0308836 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297396.1203015 Edm = 0.00371523 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297396.1129257 Edm = 0.00521795 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297396.1073277 Edm = 0.00791928 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297396.0978915 Edm = 0.00322205 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297396.0917624 Edm = 0.00456617 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297396.0898 Edm = 0.00192212 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297396.0847872 Edm = 0.0012542 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297396.0816144 Edm = 0.00210835 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297396.0805034 Edm = 0.000757488 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297396.0793913 Edm = 0.000238614 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297396.0789266 Edm = 0.00016109 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297396.0784615 Edm = 0.000113455 NCalls = 366 -VariableMetric: Iteration # 112 - FCN = 297396.0783227 Edm = 3.92535e-05 NCalls = 368 -VariableMetric: After Hessian - FCN = 297396.0783227 Edm = 5.66392e-05 NCalls = 849 -VariableMetric: Iteration # 113 - FCN = 297396.0783227 Edm = 5.66392e-05 NCalls = 849 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301440.6625341 Edm = 8.87543 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301440.6625341 Edm = 8.87543 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298908.4738098 Edm = 1.82179 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298875.7305463 Edm = 13.179 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298871.1605426 Edm = 0.946932 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298652.0202857 Edm = 115.329 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298243.116678 Edm = 0.28937 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298242.6819004 Edm = 0.503901 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298211.9364023 Edm = 30.0748 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298077.9809258 Edm = 2.55085 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298073.8819012 Edm = 0.762377 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298072.5368571 Edm = 0.550951 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 298030.6411577 Edm = 38.7238 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297820.5595802 Edm = 22.576 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297795.5087264 Edm = 1.83075 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297793.5206324 Edm = 0.0143708 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297793.4383014 Edm = 0.0760318 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297790.4385948 Edm = 3.24141 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297789.8764706 Edm = 0.53309 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297789.2469833 Edm = 0.616355 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297727.0635552 Edm = 25.7457 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297689.51544 Edm = 14.0197 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297685.7364787 Edm = 2.95333 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297682.4851014 Edm = 0.24335 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297681.9493714 Edm = 0.341781 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297675.293869 Edm = 0.143143 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297675.1789369 Edm = 0.0906741 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297675.0608369 Edm = 0.0192402 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297674.917324 Edm = 0.111839 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297674.6446239 Edm = 0.160406 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297674.2256767 Edm = 0.513108 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297673.976179 Edm = 0.306397 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297672.2773042 Edm = 1.53964 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297671.4088211 Edm = 1.75927 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297668.4761307 Edm = 2.24579 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297665.5906455 Edm = 2.69298 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297660.3397334 Edm = 2.72608 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297637.0917008 Edm = 22.794 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297600.8265183 Edm = 24.1102 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297582.1538974 Edm = 10.0158 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297571.1563087 Edm = 4.91299 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297567.6965296 Edm = 3.37145 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297566.5046771 Edm = 0.772167 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297565.5109715 Edm = 0.34432 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297563.9159785 Edm = 1.10619 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297558.8759554 Edm = 2.8545 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297555.8723648 Edm = 1.33457 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297554.3570088 Edm = 1.43561 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297554.2077981 Edm = 0.0821623 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297554.0229527 Edm = 0.106803 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297553.3220133 Edm = 0.464584 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297552.915261 Edm = 0.333858 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297552.5473255 Edm = 0.0680668 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297552.4296696 Edm = 0.020076 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297552.3832726 Edm = 0.0185593 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297552.3564623 Edm = 0.0450326 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297550.5917051 Edm = 1.33507 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297525.1850618 Edm = 18.2769 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297506.5509649 Edm = 16.5443 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297497.0250286 Edm = 3.21558 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297494.1575174 Edm = 0.0691987 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297494.0802475 Edm = 0.00365103 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297494.0732937 Edm = 0.00409595 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297493.8243315 Edm = 0.202453 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297486.2318419 Edm = 6.24415 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297460.5529067 Edm = 10.3802 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297443.6130215 Edm = 8.04658 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297441.0057479 Edm = 3.8066 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297430.9865672 Edm = 2.53704 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297426.7033702 Edm = 3.3778 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297422.2731195 Edm = 4.75522 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297418.9823972 Edm = 1.79323 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297417.7552434 Edm = 0.206459 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297417.3520526 Edm = 0.277873 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297415.9746566 Edm = 0.898414 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297415.7427609 Edm = 0.614433 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297414.570112 Edm = 0.295564 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297414.1324669 Edm = 0.0613459 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297413.9604526 Edm = 0.106525 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297412.8613146 Edm = 1.14214 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297400.0341488 Edm = 8.09294 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297370.8145342 Edm = 6.61876 NCalls = 259 -VariableMetric: Iteration # 81 - FCN = 297359.2134383 Edm = 2.78632 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297355.6143695 Edm = 2.49375 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297353.839278 Edm = 0.716734 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297353.4662029 Edm = 0.325719 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297353.0845318 Edm = 0.0988085 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297352.8654749 Edm = 0.0428094 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297352.7860451 Edm = 0.0112671 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297352.7565531 Edm = 0.0170835 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297352.7420677 Edm = 0.0110158 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297352.7209063 Edm = 0.00474533 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297352.7054281 Edm = 0.00871666 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297351.9419128 Edm = 0.969737 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297351.9223858 Edm = 0.0244602 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297351.8269336 Edm = 0.0942425 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297350.7161943 Edm = 0.820518 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297341.8925084 Edm = 10.1075 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297332.9403514 Edm = 24.5682 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297329.1618288 Edm = 2.98233 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297314.3537478 Edm = 3.36908 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297310.5361712 Edm = 0.246298 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297310.2151223 Edm = 0.0659675 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297310.0962613 Edm = 0.0111251 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297310.0835283 Edm = 0.00209734 NCalls = 322 -VariableMetric: Iteration # 104 - FCN = 297310.0784535 Edm = 0.00141951 NCalls = 324 -VariableMetric: Iteration # 105 - FCN = 297310.0746919 Edm = 0.00172951 NCalls = 326 -VariableMetric: Iteration # 106 - FCN = 297310.0634856 Edm = 0.00742731 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297309.9098405 Edm = 0.138483 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297305.3147781 Edm = 3.32792 NCalls = 337 -VariableMetric: Iteration # 109 - FCN = 297298.8838837 Edm = 0.888143 NCalls = 340 -VariableMetric: Iteration # 110 - FCN = 297298.1568635 Edm = 0.0976449 NCalls = 342 -VariableMetric: Iteration # 111 - FCN = 297298.0648023 Edm = 0.00770061 NCalls = 343 -VariableMetric: Iteration # 112 - FCN = 297298.0527097 Edm = 0.0013574 NCalls = 345 -VariableMetric: Iteration # 113 - FCN = 297298.0512093 Edm = 0.000283543 NCalls = 347 -VariableMetric: Iteration # 114 - FCN = 297298.0506507 Edm = 0.000359812 NCalls = 349 -VariableMetric: Iteration # 115 - FCN = 297298.0411358 Edm = 0.00729678 NCalls = 354 -VariableMetric: Iteration # 116 - FCN = 297297.765212 Edm = 0.253903 NCalls = 358 -VariableMetric: Iteration # 117 - FCN = 297294.5439961 Edm = 2.93112 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297290.7956096 Edm = 3.71089 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297289.3418453 Edm = 1.48348 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297287.4928645 Edm = 1.49294 NCalls = 376 -VariableMetric: Iteration # 121 - FCN = 297285.8692292 Edm = 1.80405 NCalls = 380 -VariableMetric: Iteration # 122 - FCN = 297284.4427439 Edm = 1.46616 NCalls = 383 -VariableMetric: Iteration # 123 - FCN = 297282.8391848 Edm = 1.16264 NCalls = 387 -VariableMetric: Iteration # 124 - FCN = 297282.20949 Edm = 0.178563 NCalls = 389 -VariableMetric: Iteration # 125 - FCN = 297282.0318261 Edm = 0.0164804 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297282.0171605 Edm = 0.00166213 NCalls = 391 -VariableMetric: Iteration # 127 - FCN = 297282.0162616 Edm = 0.000532839 NCalls = 393 -VariableMetric: Iteration # 128 - FCN = 297282.0158062 Edm = 0.000258286 NCalls = 395 -VariableMetric: Iteration # 129 - FCN = 297282.0131521 Edm = 0.00289887 NCalls = 399 -VariableMetric: Iteration # 130 - FCN = 297281.8892492 Edm = 0.11131 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297280.3841962 Edm = 0.604699 NCalls = 410 -VariableMetric: Iteration # 132 - FCN = 297279.2544299 Edm = 0.154217 NCalls = 413 -VariableMetric: Iteration # 133 - FCN = 297279.1768363 Edm = 0.0166509 NCalls = 415 -VariableMetric: Iteration # 134 - FCN = 297279.1578759 Edm = 0.000539961 NCalls = 417 -VariableMetric: Iteration # 135 - FCN = 297279.1571782 Edm = 0.000117379 NCalls = 419 -VariableMetric: Iteration # 136 - FCN = 297279.1564985 Edm = 0.000572815 NCalls = 422 -VariableMetric: Iteration # 137 - FCN = 297279.1494291 Edm = 0.00834112 NCalls = 427 -VariableMetric: Iteration # 138 - FCN = 297279.0834381 Edm = 0.0603428 NCalls = 434 -VariableMetric: Iteration # 139 - FCN = 297276.4810316 Edm = 0.500933 NCalls = 438 -VariableMetric: Iteration # 140 - FCN = 297275.8252405 Edm = 0.046518 NCalls = 441 -VariableMetric: Iteration # 141 - FCN = 297275.7746879 Edm = 0.00163431 NCalls = 443 -VariableMetric: Iteration # 142 - FCN = 297275.7729202 Edm = 0.00020845 NCalls = 445 -VariableMetric: Iteration # 143 - FCN = 297275.7726028 Edm = 0.000138117 NCalls = 447 -VariableMetric: Iteration # 144 - FCN = 297275.7711003 Edm = 0.00138196 NCalls = 451 -VariableMetric: Iteration # 145 - FCN = 297275.7366257 Edm = 0.0352888 NCalls = 455 -VariableMetric: Iteration # 146 - FCN = 297275.2272469 Edm = 0.454943 NCalls = 461 -VariableMetric: Iteration # 147 - FCN = 297273.2526493 Edm = 0.102024 NCalls = 464 -VariableMetric: Iteration # 148 - FCN = 297273.162798 Edm = 0.00181851 NCalls = 466 -VariableMetric: Iteration # 149 - FCN = 297273.1611004 Edm = 4.93649e-05 NCalls = 467 -VariableMetric: After Hessian - FCN = 297273.1611004 Edm = 1543.15 NCalls = 944 -VariableMetric: Iteration # 150 - FCN = 297273.1611004 Edm = 1543.15 NCalls = 944 -VariableMetric: Iteration # 151 - FCN = 297271.6526923 Edm = 22056 NCalls = 949 -VariableMetric: Iteration # 152 - FCN = 297266.9202195 Edm = 2.44476 NCalls = 951 -VariableMetric: Iteration # 153 - FCN = 297265.5922668 Edm = 0.570329 NCalls = 953 -VariableMetric: Iteration # 154 - FCN = 297264.0373678 Edm = 0.711136 NCalls = 955 -VariableMetric: Iteration # 155 - FCN = 297263.4837859 Edm = 0.285459 NCalls = 957 -VariableMetric: Iteration # 156 - FCN = 297262.9228728 Edm = 0.0934471 NCalls = 959 -VariableMetric: Iteration # 157 - FCN = 297262.779804 Edm = 0.102968 NCalls = 961 -VariableMetric: Iteration # 158 - FCN = 297262.6001855 Edm = 0.0417098 NCalls = 963 -VariableMetric: Iteration # 159 - FCN = 297262.5134987 Edm = 0.0279522 NCalls = 965 -VariableMetric: Iteration # 160 - FCN = 297262.4156293 Edm = 0.0272048 NCalls = 967 -VariableMetric: Iteration # 161 - FCN = 297262.3495902 Edm = 0.016656 NCalls = 969 -VariableMetric: Iteration # 162 - FCN = 297262.3103034 Edm = 0.00559529 NCalls = 971 -VariableMetric: Iteration # 163 - FCN = 297262.2996624 Edm = 0.00182896 NCalls = 973 -VariableMetric: Iteration # 164 - FCN = 297262.292361 Edm = 0.00176326 NCalls = 975 -VariableMetric: Iteration # 165 - FCN = 297262.2875485 Edm = 0.00147482 NCalls = 977 -VariableMetric: Iteration # 166 - FCN = 297262.2822991 Edm = 0.00142414 NCalls = 979 -VariableMetric: Iteration # 167 - FCN = 297262.2705152 Edm = 0.00208213 NCalls = 982 -VariableMetric: Iteration # 168 - FCN = 297262.2636196 Edm = 0.00309574 NCalls = 984 -VariableMetric: Iteration # 169 - FCN = 297262.2474815 Edm = 0.0030002 NCalls = 987 -VariableMetric: Iteration # 170 - FCN = 297262.2335712 Edm = 0.0040317 NCalls = 989 -VariableMetric: Iteration # 171 - FCN = 297262.2209745 Edm = 0.00491367 NCalls = 991 -VariableMetric: Iteration # 172 - FCN = 297262.1822535 Edm = 0.00646401 NCalls = 994 -VariableMetric: Iteration # 173 - FCN = 297262.1718241 Edm = 0.00214574 NCalls = 996 -VariableMetric: Iteration # 174 - FCN = 297262.1640782 Edm = 0.00182988 NCalls = 998 -VariableMetric: Iteration # 175 - FCN = 297262.1591082 Edm = 0.00167101 NCalls = 1000 -VariableMetric: Iteration # 176 - FCN = 297262.1552375 Edm = 0.000542479 NCalls = 1002 -VariableMetric: Iteration # 177 - FCN = 297262.1540887 Edm = 0.000284304 NCalls = 1004 -VariableMetric: Iteration # 178 - FCN = 297262.1534361 Edm = 9.12307e-05 NCalls = 1006 -VariableMetric: Iteration # 179 - FCN = 297262.1530321 Edm = 8.814e-05 NCalls = 1008 -VariableMetric: Iteration # 180 - FCN = 297262.1528966 Edm = 1.56787e-05 NCalls = 1010 -VariableMetric: After Hessian - FCN = 297262.1528966 Edm = 8.63343e-05 NCalls = 1503 -VariableMetric: Iteration # 181 - FCN = 297262.1528966 Edm = 8.63343e-05 NCalls = 1503 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 298841.2129169 Edm = 0.72269 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 298841.2129169 Edm = 0.72269 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298800.8496404 Edm = 1.24355 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298775.2765183 Edm = 16.319 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298043.6779699 Edm = 149.174 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297832.2750834 Edm = 13.5368 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297826.7196398 Edm = 0.042616 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 297823.5196361 Edm = 3.78789 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297820.6070655 Edm = 2.66839 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297778.0729581 Edm = 1.12611 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297777.0122629 Edm = 0.0822953 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297776.6742496 Edm = 0.271702 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297686.4213567 Edm = 20.2629 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297606.8512847 Edm = 41.0989 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297528.3981403 Edm = 12.881 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297520.9769494 Edm = 1.63964 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297519.5305363 Edm = 0.0806965 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297519.1805778 Edm = 0.270876 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297516.3603122 Edm = 2.8438 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297475.8736451 Edm = 18.5645 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297458.829214 Edm = 6.03904 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297456.3007498 Edm = 0.851125 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297455.6150474 Edm = 0.014919 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297455.5641407 Edm = 0.0371687 NCalls = 71 -VariableMetric: Iteration # 23 - FCN = 297452.2020126 Edm = 3.74153 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297452.1593835 Edm = 0.029727 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297448.4927515 Edm = 3.75424 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297448.3919007 Edm = 0.0975057 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297442.5239353 Edm = 3.96231 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297425.0118128 Edm = 3.08798 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297419.8418547 Edm = 2.72385 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297415.6461289 Edm = 1.33842 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297412.8617016 Edm = 0.443865 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297412.1449074 Edm = 0.104655 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297411.9908778 Edm = 0.0219272 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297411.9344637 Edm = 0.0223264 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297411.7812398 Edm = 0.0463021 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297411.2531002 Edm = 0.404807 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297397.3453336 Edm = 12.4925 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297393.9477916 Edm = 6.48589 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297388.2518284 Edm = 7.66134 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297372.1705066 Edm = 14.116 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297353.5636003 Edm = 2.89532 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297350.2957037 Edm = 1.60137 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297348.4146313 Edm = 0.388288 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297347.8842916 Edm = 0.105045 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297347.6547968 Edm = 0.0352168 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297347.5888928 Edm = 0.0102386 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297347.539784 Edm = 0.0315559 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297346.5400509 Edm = 0.887772 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297336.309195 Edm = 3.67116 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297334.3114807 Edm = 2.63257 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297332.9302751 Edm = 0.360861 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297332.1247618 Edm = 0.996646 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297330.0129989 Edm = 1.66205 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297328.9531051 Edm = 0.973234 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297327.7464292 Edm = 0.28117 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297327.1331113 Edm = 0.441831 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297326.6539229 Edm = 0.166635 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297326.4197932 Edm = 0.0346739 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297326.3687385 Edm = 0.004467 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297326.3566991 Edm = 0.00541361 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297325.8454918 Edm = 0.545574 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297319.1365413 Edm = 4.51441 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297315.4735797 Edm = 5.16757 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297311.8081603 Edm = 0.466009 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297311.0130204 Edm = 0.143973 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297310.6679155 Edm = 0.154023 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297310.5877142 Edm = 0.0670085 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297310.4830824 Edm = 0.045754 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297310.4369619 Edm = 0.0323833 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297310.3743765 Edm = 0.0172041 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297310.3398492 Edm = 0.00590624 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297310.3299927 Edm = 0.00128241 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297310.3276791 Edm = 0.003219 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297310.3259303 Edm = 0.00110345 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297310.3174718 Edm = 0.00694216 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297310.225622 Edm = 0.127678 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297310.1368123 Edm = 0.15374 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297309.8919516 Edm = 0.675072 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297308.8107292 Edm = 0.272627 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297308.7140706 Edm = 0.576002 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297307.9936149 Edm = 0.238983 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297307.1003724 Edm = 0.0970686 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297306.8680931 Edm = 0.137533 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297306.0662988 Edm = 0.710972 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297303.52548 Edm = 1.29568 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297302.6265024 Edm = 0.716344 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297302.2187295 Edm = 0.0377874 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297302.1614602 Edm = 0.0149055 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297302.0615321 Edm = 0.0330395 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297302.0068323 Edm = 0.0568083 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297301.9752547 Edm = 0.00779486 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297301.9615212 Edm = 0.0129938 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297301.9446937 Edm = 0.00769609 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297301.926734 Edm = 0.00886978 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297301.9102511 Edm = 0.0112721 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297301.8966624 Edm = 0.0122504 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297301.8661026 Edm = 0.0226474 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297301.850178 Edm = 0.0284941 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297301.7842124 Edm = 0.0843303 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297301.7676659 Edm = 0.0146557 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297301.6559034 Edm = 0.055195 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297301.504847 Edm = 0.0737664 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297301.4584151 Edm = 0.0503862 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297301.2610834 Edm = 0.202465 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297299.8865548 Edm = 13.3244 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297299.3731361 Edm = 0.357039 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297299.1770339 Edm = 0.038948 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297299.0232469 Edm = 0.0978661 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297298.173839 Edm = 0.20215 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297297.8617807 Edm = 0.00606034 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297297.8552559 Edm = 0.000473987 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297297.8533497 Edm = 0.00157724 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297297.822369 Edm = 0.0124207 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297297.8060728 Edm = 0.00489042 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297297.8015529 Edm = 0.00181467 NCalls = 373 -VariableMetric: Iteration # 116 - FCN = 297297.7954909 Edm = 0.00234877 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297297.7885832 Edm = 0.00681649 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297297.7552675 Edm = 0.0287282 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297297.7366342 Edm = 0.0389663 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297297.6034962 Edm = 0.141407 NCalls = 393 -VariableMetric: Iteration # 121 - FCN = 297296.5967838 Edm = 1.09126 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297294.3260185 Edm = 1.11909 NCalls = 402 -VariableMetric: Iteration # 123 - FCN = 297291.8530845 Edm = 2.72506 NCalls = 404 -VariableMetric: Iteration # 124 - FCN = 297291.6106815 Edm = 0.0706268 NCalls = 406 -VariableMetric: Iteration # 125 - FCN = 297291.5639699 Edm = 0.011616 NCalls = 407 -VariableMetric: Iteration # 126 - FCN = 297291.5261663 Edm = 0.0248976 NCalls = 409 -VariableMetric: Iteration # 127 - FCN = 297291.375442 Edm = 0.022861 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297291.3204837 Edm = 0.0133036 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297291.3089554 Edm = 0.00940444 NCalls = 417 -VariableMetric: Iteration # 130 - FCN = 297291.3005729 Edm = 0.00115422 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297291.2985031 Edm = 0.000363887 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297291.2963311 Edm = 0.00148429 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297291.2653871 Edm = 0.0355364 NCalls = 428 -VariableMetric: Iteration # 134 - FCN = 297290.8888641 Edm = 0.565884 NCalls = 436 -VariableMetric: Iteration # 135 - FCN = 297289.5934885 Edm = 1.17728 NCalls = 444 -VariableMetric: Iteration # 136 - FCN = 297285.0562945 Edm = 1.69403 NCalls = 450 -VariableMetric: Iteration # 137 - FCN = 297283.4822195 Edm = 1.15895 NCalls = 452 -VariableMetric: Iteration # 138 - FCN = 297283.2394633 Edm = 0.156497 NCalls = 454 -VariableMetric: Iteration # 139 - FCN = 297283.0072484 Edm = 0.0225778 NCalls = 456 -VariableMetric: Iteration # 140 - FCN = 297282.9849433 Edm = 0.00503412 NCalls = 457 -VariableMetric: Iteration # 141 - FCN = 297282.9618137 Edm = 0.0159482 NCalls = 460 -VariableMetric: Iteration # 142 - FCN = 297282.9028827 Edm = 0.0165953 NCalls = 463 -VariableMetric: Iteration # 143 - FCN = 297282.881022 Edm = 0.0182508 NCalls = 465 -VariableMetric: Iteration # 144 - FCN = 297282.8643838 Edm = 0.00579343 NCalls = 467 -VariableMetric: Iteration # 145 - FCN = 297282.8485079 Edm = 0.00733875 NCalls = 471 -VariableMetric: Iteration # 146 - FCN = 297282.8323543 Edm = 0.0095743 NCalls = 475 -VariableMetric: Iteration # 147 - FCN = 297282.8267181 Edm = 0.00353301 NCalls = 477 -VariableMetric: Iteration # 148 - FCN = 297282.8228341 Edm = 0.00276934 NCalls = 480 -VariableMetric: Iteration # 149 - FCN = 297282.8183792 Edm = 0.0024249 NCalls = 482 -VariableMetric: Iteration # 150 - FCN = 297282.812539 Edm = 0.00623556 NCalls = 487 -VariableMetric: Iteration # 151 - FCN = 297282.8016153 Edm = 0.00792015 NCalls = 490 -VariableMetric: Iteration # 152 - FCN = 297282.7977943 Edm = 0.00777735 NCalls = 492 -VariableMetric: Iteration # 153 - FCN = 297282.7858734 Edm = 0.00362308 NCalls = 498 -VariableMetric: Iteration # 154 - FCN = 297282.7751606 Edm = 0.00821056 NCalls = 501 -VariableMetric: Iteration # 155 - FCN = 297282.7730891 Edm = 0.00468929 NCalls = 503 -VariableMetric: Iteration # 156 - FCN = 297282.7677145 Edm = 0.000732537 NCalls = 506 -VariableMetric: Iteration # 157 - FCN = 297282.7661947 Edm = 0.000165791 NCalls = 509 -VariableMetric: Iteration # 158 - FCN = 297282.766031 Edm = 0.000118322 NCalls = 511 -VariableMetric: Iteration # 159 - FCN = 297282.7659141 Edm = 7.3616e-05 NCalls = 513 -VariableMetric: Iteration # 160 - FCN = 297282.7651054 Edm = 0.000712118 NCalls = 517 -VariableMetric: Iteration # 161 - FCN = 297282.7504758 Edm = 0.0186293 NCalls = 522 -VariableMetric: Iteration # 162 - FCN = 297282.7097007 Edm = 0.0444653 NCalls = 527 -VariableMetric: Iteration # 163 - FCN = 297282.5369243 Edm = 0.233004 NCalls = 535 -VariableMetric: Iteration # 164 - FCN = 297282.5251832 Edm = 0.024445 NCalls = 539 -VariableMetric: Iteration # 165 - FCN = 297281.6956789 Edm = 0.40943 NCalls = 548 -VariableMetric: Iteration # 166 - FCN = 297281.6884491 Edm = 2080.3 NCalls = 554 -VariableMetric: Iteration # 167 - FCN = 297281.6544139 Edm = 683.126 NCalls = 559 -VariableMetric: Iteration # 168 - FCN = 297281.4027626 Edm = 4962.24 NCalls = 563 -VariableMetric: Iteration # 169 - FCN = 297281.0110466 Edm = 1498.55 NCalls = 567 -VariableMetric: Iteration # 170 - FCN = 297277.3295185 Edm = 3515.17 NCalls = 570 -VariableMetric: Iteration # 171 - FCN = 297274.280559 Edm = 699.968 NCalls = 574 -VariableMetric: Iteration # 172 - FCN = 297274.1794996 Edm = 524.244 NCalls = 577 -VariableMetric: Iteration # 173 - FCN = 297274.0108941 Edm = 289.648 NCalls = 580 -VariableMetric: Iteration # 174 - FCN = 297273.2352623 Edm = 560.729 NCalls = 583 -VariableMetric: Iteration # 175 - FCN = 297270.1908884 Edm = 616.604 NCalls = 585 -VariableMetric: Iteration # 176 - FCN = 297270.0149824 Edm = 1199.27 NCalls = 587 -VariableMetric: Iteration # 177 - FCN = 297269.6599213 Edm = 17.5763 NCalls = 590 -VariableMetric: Iteration # 178 - FCN = 297267.6626196 Edm = 78.5209 NCalls = 592 -VariableMetric: Iteration # 179 - FCN = 297265.5494344 Edm = 25.626 NCalls = 594 -VariableMetric: Iteration # 180 - FCN = 297265.3349023 Edm = 0.663379 NCalls = 596 -VariableMetric: Iteration # 181 - FCN = 297265.3328664 Edm = 18.2172 NCalls = 599 -VariableMetric: Iteration # 182 - FCN = 297264.9752841 Edm = 10.7101 NCalls = 602 -VariableMetric: Iteration # 183 - FCN = 297264.8707218 Edm = 45.7903 NCalls = 604 -VariableMetric: Iteration # 184 - FCN = 297264.5496444 Edm = 5.40496 NCalls = 606 -VariableMetric: Iteration # 185 - FCN = 297264.241262 Edm = 5.74894 NCalls = 608 -VariableMetric: Iteration # 186 - FCN = 297264.0600169 Edm = 2.50155 NCalls = 610 -VariableMetric: Iteration # 187 - FCN = 297263.312612 Edm = 3.10248 NCalls = 612 -VariableMetric: Iteration # 188 - FCN = 297263.0568445 Edm = 4.05438 NCalls = 614 -VariableMetric: Iteration # 189 - FCN = 297262.7042117 Edm = 2.98429 NCalls = 616 -VariableMetric: Iteration # 190 - FCN = 297262.0901843 Edm = 2.53339 NCalls = 618 -VariableMetric: Iteration # 191 - FCN = 297258.9892146 Edm = 51.873 NCalls = 624 -VariableMetric: Iteration # 192 - FCN = 297258.2002177 Edm = 10.1105 NCalls = 626 -VariableMetric: Iteration # 193 - FCN = 297256.5723048 Edm = 8.98599 NCalls = 629 -VariableMetric: Iteration # 194 - FCN = 297255.1503192 Edm = 5.42198 NCalls = 631 -VariableMetric: Iteration # 195 - FCN = 297254.2055448 Edm = 4.53932 NCalls = 633 -VariableMetric: Iteration # 196 - FCN = 297253.5022506 Edm = 1.61908 NCalls = 634 -VariableMetric: Iteration # 197 - FCN = 297253.020747 Edm = 2.78848 NCalls = 636 -VariableMetric: Iteration # 198 - FCN = 297252.605562 Edm = 1.30294 NCalls = 637 -VariableMetric: Iteration # 199 - FCN = 297252.2204903 Edm = 1.40207 NCalls = 639 -VariableMetric: Iteration # 200 - FCN = 297251.674674 Edm = 1.39359 NCalls = 641 -VariableMetric: Iteration # 201 - FCN = 297251.1779753 Edm = 1.10145 NCalls = 643 -VariableMetric: Iteration # 202 - FCN = 297250.3650449 Edm = 1.4752 NCalls = 646 -VariableMetric: Iteration # 203 - FCN = 297248.871273 Edm = 1.81328 NCalls = 649 -VariableMetric: Iteration # 204 - FCN = 297246.7531544 Edm = 4.10471 NCalls = 653 -VariableMetric: Iteration # 205 - FCN = 297245.5030403 Edm = 1.25626 NCalls = 657 -VariableMetric: Iteration # 206 - FCN = 297244.8084175 Edm = 0.919356 NCalls = 660 -VariableMetric: Iteration # 207 - FCN = 297244.4678911 Edm = 0.370439 NCalls = 663 -VariableMetric: Iteration # 208 - FCN = 297244.2162029 Edm = 0.10505 NCalls = 665 -VariableMetric: Iteration # 209 - FCN = 297244.0471857 Edm = 0.178029 NCalls = 667 -VariableMetric: Iteration # 210 - FCN = 297243.8908955 Edm = 0.166795 NCalls = 669 -VariableMetric: Iteration # 211 - FCN = 297243.7137931 Edm = 0.263917 NCalls = 672 -VariableMetric: Iteration # 212 - FCN = 297243.5993369 Edm = 0.099218 NCalls = 675 -VariableMetric: Iteration # 213 - FCN = 297243.4683695 Edm = 0.139501 NCalls = 677 -VariableMetric: Iteration # 214 - FCN = 297243.3819023 Edm = 0.132388 NCalls = 680 -VariableMetric: Iteration # 215 - FCN = 297243.2005151 Edm = 0.145578 NCalls = 683 -VariableMetric: Iteration # 216 - FCN = 297242.9553768 Edm = 0.317959 NCalls = 686 -VariableMetric: Iteration # 217 - FCN = 297242.7581607 Edm = 0.18829 NCalls = 691 -VariableMetric: Iteration # 218 - FCN = 297242.574286 Edm = 0.170164 NCalls = 694 -VariableMetric: Iteration # 219 - FCN = 297242.4247969 Edm = 0.0941563 NCalls = 696 -VariableMetric: Iteration # 220 - FCN = 297242.3613067 Edm = 0.101439 NCalls = 698 -VariableMetric: Iteration # 221 - FCN = 297242.2978507 Edm = 0.053716 NCalls = 700 -VariableMetric: Iteration # 222 - FCN = 297242.2223077 Edm = 0.0671985 NCalls = 702 -VariableMetric: Iteration # 223 - FCN = 297242.1079631 Edm = 0.0833191 NCalls = 705 -VariableMetric: Iteration # 224 - FCN = 297241.9971238 Edm = 0.0950048 NCalls = 707 -VariableMetric: Iteration # 225 - FCN = 297241.851452 Edm = 0.156995 NCalls = 710 -VariableMetric: Iteration # 226 - FCN = 297241.7132868 Edm = 0.142364 NCalls = 712 -VariableMetric: Iteration # 227 - FCN = 297241.5606336 Edm = 0.0543312 NCalls = 717 -VariableMetric: Iteration # 228 - FCN = 297241.529418 Edm = 0.160262 NCalls = 719 -VariableMetric: Iteration # 229 - FCN = 297241.4826971 Edm = 0.0227589 NCalls = 721 -VariableMetric: Iteration # 230 - FCN = 297241.4640371 Edm = 0.0310396 NCalls = 724 -VariableMetric: Iteration # 231 - FCN = 297241.4409401 Edm = 0.00778377 NCalls = 726 -VariableMetric: Iteration # 232 - FCN = 297241.4242799 Edm = 0.00716056 NCalls = 729 -VariableMetric: Iteration # 233 - FCN = 297241.4121488 Edm = 0.00764884 NCalls = 731 -VariableMetric: Iteration # 234 - FCN = 297241.3831852 Edm = 0.0197567 NCalls = 735 -VariableMetric: Iteration # 235 - FCN = 297241.3718068 Edm = 0.0227494 NCalls = 738 -VariableMetric: Iteration # 236 - FCN = 297241.3357137 Edm = 0.0405075 NCalls = 742 -VariableMetric: Iteration # 237 - FCN = 297241.3073971 Edm = 0.0412348 NCalls = 746 -VariableMetric: Iteration # 238 - FCN = 297241.2538258 Edm = 0.0359217 NCalls = 751 -VariableMetric: Iteration # 239 - FCN = 297241.2128442 Edm = 0.00309491 NCalls = 753 -VariableMetric: Iteration # 240 - FCN = 297241.2068252 Edm = 0.00299416 NCalls = 755 -VariableMetric: Iteration # 241 - FCN = 297241.1993209 Edm = 0.00380095 NCalls = 757 -VariableMetric: Iteration # 242 - FCN = 297241.1930558 Edm = 0.00463276 NCalls = 760 -VariableMetric: Iteration # 243 - FCN = 297241.1854835 Edm = 0.00372145 NCalls = 762 -VariableMetric: Iteration # 244 - FCN = 297241.1799929 Edm = 0.00458823 NCalls = 764 -VariableMetric: Iteration # 245 - FCN = 297241.1743257 Edm = 0.00231869 NCalls = 769 -VariableMetric: Iteration # 246 - FCN = 297241.1701769 Edm = 0.00479566 NCalls = 772 -VariableMetric: Iteration # 247 - FCN = 297241.1662994 Edm = 0.00196685 NCalls = 774 -VariableMetric: Iteration # 248 - FCN = 297241.1622014 Edm = 0.00240171 NCalls = 779 -VariableMetric: Iteration # 249 - FCN = 297241.1576399 Edm = 0.00708711 NCalls = 783 -VariableMetric: Iteration # 250 - FCN = 297241.1540806 Edm = 0.00329295 NCalls = 785 -VariableMetric: Iteration # 251 - FCN = 297241.1458945 Edm = 0.00317864 NCalls = 790 -VariableMetric: Iteration # 252 - FCN = 297241.1366758 Edm = 0.00913959 NCalls = 793 -VariableMetric: Iteration # 253 - FCN = 297241.1327328 Edm = 0.0116451 NCalls = 795 -VariableMetric: Iteration # 254 - FCN = 297241.1172234 Edm = 0.00778455 NCalls = 799 -VariableMetric: Iteration # 255 - FCN = 297241.1141016 Edm = 0.00791671 NCalls = 802 -VariableMetric: Iteration # 256 - FCN = 297241.102768 Edm = 0.00703622 NCalls = 805 -VariableMetric: Iteration # 257 - FCN = 297241.0898144 Edm = 0.0070609 NCalls = 809 -VariableMetric: Iteration # 258 - FCN = 297241.082243 Edm = 0.0013415 NCalls = 811 -VariableMetric: Iteration # 259 - FCN = 297241.0798802 Edm = 0.000816234 NCalls = 813 -VariableMetric: Iteration # 260 - FCN = 297241.0791569 Edm = 0.000602169 NCalls = 815 -VariableMetric: Iteration # 261 - FCN = 297241.0779147 Edm = 0.000602443 NCalls = 817 -VariableMetric: Iteration # 262 - FCN = 297241.0762586 Edm = 0.000731857 NCalls = 819 -VariableMetric: Iteration # 263 - FCN = 297241.0751994 Edm = 0.000233115 NCalls = 821 -VariableMetric: Iteration # 264 - FCN = 297241.0745894 Edm = 0.000452536 NCalls = 823 -VariableMetric: Iteration # 265 - FCN = 297241.0738161 Edm = 0.000789619 NCalls = 826 -VariableMetric: Iteration # 266 - FCN = 297241.0708493 Edm = 0.000891726 NCalls = 831 -VariableMetric: Iteration # 267 - FCN = 297241.0698691 Edm = 0.000299588 NCalls = 833 -VariableMetric: Iteration # 268 - FCN = 297241.0696318 Edm = 0.000110243 NCalls = 835 -VariableMetric: Iteration # 269 - FCN = 297241.0694143 Edm = 8.23745e-05 NCalls = 837 -VariableMetric: Iteration # 270 - FCN = 297241.0692497 Edm = 4.86843e-05 NCalls = 839 -VariableMetric: After Hessian - FCN = 297241.0692497 Edm = 0.000983988 NCalls = 1328 -VariableMetric: Iteration # 271 - FCN = 297241.0692497 Edm = 0.000983988 NCalls = 1328 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318506.919611 Edm = 925.063 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318506.919611 Edm = 925.063 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299521.1624319 Edm = 2.40735 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298049.9961854 Edm = 1.45216 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 298049.2327688 Edm = 2.14919 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297810.4668355 Edm = 215.429 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 297496.5151011 Edm = 1.78161 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297494.0041327 Edm = 0.0190961 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297493.880557 Edm = 0.0749299 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297479.1262694 Edm = 9.53301 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297453.6686252 Edm = 0.0441692 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297453.5598622 Edm = 0.0454653 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297445.5953068 Edm = 6.97549 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297390.0359509 Edm = 1.02531 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297388.9240541 Edm = 0.049922 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297388.8135587 Edm = 0.0625586 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297382.4971545 Edm = 5.99147 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297320.8213226 Edm = 20.6887 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297305.3427705 Edm = 7.16482 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297294.8021944 Edm = 1.72586 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297293.1161265 Edm = 1.4873 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297292.2381212 Edm = 0.0362586 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297292.1990684 Edm = 0.00310945 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297292.1862734 Edm = 0.00989402 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297289.675966 Edm = 2.12873 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297262.2524438 Edm = 0.994424 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297260.9375844 Edm = 0.365442 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297260.5496811 Edm = 0.0800321 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297260.4680247 Edm = 0.0030319 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297260.463829 Edm = 0.00175597 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297260.4061495 Edm = 0.0503691 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297255.5712975 Edm = 2.9789 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297245.3102696 Edm = 0.625911 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297244.7697012 Edm = 0.0443869 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297244.6941239 Edm = 0.00755158 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297244.683317 Edm = 0.00134353 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297244.6625208 Edm = 0.0164733 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297242.9871136 Edm = 1.5736 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297236.1990391 Edm = 1.07274 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297235.2498176 Edm = 0.895024 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297234.1218841 Edm = 0.581446 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297232.7898343 Edm = 0.769693 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297232.1561537 Edm = 0.733162 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297231.4338896 Edm = 0.161462 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297231.1557529 Edm = 0.195118 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297230.9946427 Edm = 0.0565615 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297230.9212545 Edm = 0.00529257 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297230.9145814 Edm = 0.000519064 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297230.9108581 Edm = 0.00279821 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297230.33801 Edm = 0.58191 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297230.0466872 Edm = 0.27219 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297225.3733161 Edm = 1.46874 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297222.6676195 Edm = 0.364714 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297222.2928599 Edm = 0.0114953 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297222.2834954 Edm = 0.000721043 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297222.2812667 Edm = 0.00165298 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297222.2124114 Edm = 0.0544455 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297220.9604907 Edm = 1.00953 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297219.1837724 Edm = 0.539038 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297218.8917492 Edm = 0.0210311 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297218.8684689 Edm = 0.00123784 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297218.8648741 Edm = 0.00119485 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297218.8631475 Edm = 0.000461774 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297218.8620905 Edm = 0.000705944 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297218.8201907 Edm = 0.0439346 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297218.3333429 Edm = 0.0751526 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297217.2850411 Edm = 1.1669 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297215.3071569 Edm = 1.54141 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297212.6568697 Edm = 1.41724 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297212.2926352 Edm = 0.158676 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297212.1701958 Edm = 0.019873 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297212.129484 Edm = 0.0491009 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297212.0239818 Edm = 0.0577526 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297211.9500508 Edm = 0.0163816 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297211.9290868 Edm = 0.00373361 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297211.9222768 Edm = 0.000920326 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297211.9214151 Edm = 0.000413849 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297211.9206159 Edm = 0.000547609 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297211.912022 Edm = 0.00919789 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297211.8996468 Edm = 0.0118393 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297211.0896048 Edm = 1.29521 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297211.0294133 Edm = 0.108313 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297210.7549287 Edm = 0.508686 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297209.3321974 Edm = 0.831441 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297208.3848282 Edm = 0.163454 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297208.1581771 Edm = 0.047485 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297208.0312163 Edm = 0.0817783 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297207.9622968 Edm = 0.0464961 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297207.9134906 Edm = 0.0304046 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297207.8558908 Edm = 0.0285268 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297207.7926437 Edm = 0.0773504 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297207.7220176 Edm = 0.0702763 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297207.6655815 Edm = 0.0650709 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297207.5545093 Edm = 0.0371107 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297207.4943343 Edm = 0.108947 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297207.4332743 Edm = 0.0544554 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297207.3431915 Edm = 0.0367698 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297207.2688574 Edm = 0.0237991 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297207.2367674 Edm = 0.0504 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297207.2090297 Edm = 0.00480297 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297207.2011244 Edm = 0.00177945 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297207.1996437 Edm = 0.000346537 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297207.1991123 Edm = 0.000197625 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297207.1949079 Edm = 0.0039228 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297207.1077139 Edm = 0.109987 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297206.7239931 Edm = 0.249776 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297205.5383441 Edm = 0.0809908 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297205.4792755 Edm = 0.007336 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297205.4713475 Edm = 0.00517325 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297205.467433 Edm = 0.000805353 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297205.4666546 Edm = 2.50746e-05 NCalls = 348 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304255.5668697 Edm = 10.5927 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304255.5668697 Edm = 10.5927 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300723.1811455 Edm = 25.1478 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300617.6672912 Edm = 31.896 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300588.5943726 Edm = 10.0981 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298803.3060673 Edm = 19.8714 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298710.4875165 Edm = 8.10415 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298700.964171 Edm = 2.11522 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298695.6962859 Edm = 3.34354 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298604.4177375 Edm = 101.676 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298196.4262902 Edm = 102.23 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298057.8783969 Edm = 74.6224 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 298007.358823 Edm = 2.37236 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 298005.4205221 Edm = 0.337413 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 298004.8068379 Edm = 0.619318 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297963.0156938 Edm = 36.2514 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297774.9623297 Edm = 22.6961 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297748.260658 Edm = 0.45561 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297747.6997416 Edm = 0.172743 NCalls = 58 -VariableMetric: Iteration # 18 - FCN = 297747.2866722 Edm = 0.17944 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297746.0624694 Edm = 0.915948 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297661.4611808 Edm = 18.6432 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297633.751881 Edm = 1.25276 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297632.3752049 Edm = 0.111637 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297632.2164482 Edm = 0.0179993 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297632.1596419 Edm = 0.029929 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297626.9936158 Edm = 8.1622 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297619.6211826 Edm = 17.1322 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297598.8445958 Edm = 5.21819 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297590.507031 Edm = 9.72432 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297553.3779443 Edm = 13.8241 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297539.1072247 Edm = 9.77771 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297534.7410367 Edm = 2.81209 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297525.8597698 Edm = 8.42271 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297510.123169 Edm = 1.60257 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297508.6223842 Edm = 0.909448 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297508.2552951 Edm = 0.0105491 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297508.2261755 Edm = 0.0164867 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297507.8615718 Edm = 0.112041 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297504.5542036 Edm = 3.28072 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297499.7293181 Edm = 6.84333 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297492.5115029 Edm = 15.0499 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297472.6928252 Edm = 6.35481 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297464.15968 Edm = 0.841467 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297463.2093183 Edm = 0.273298 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297462.1333447 Edm = 0.180117 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297461.9135037 Edm = 0.0237682 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297461.8802656 Edm = 0.00364998 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297461.8759058 Edm = 0.00102938 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297461.8705443 Edm = 0.00424116 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297461.6915019 Edm = 0.159786 NCalls = 155 -VariableMetric: Iteration # 50 - FCN = 297454.7384157 Edm = 5.80063 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297448.9954124 Edm = 4.08306 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297445.8290692 Edm = 1.16197 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297444.8791392 Edm = 0.331169 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297444.1629671 Edm = 0.676862 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297443.6388604 Edm = 0.517149 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297442.8600152 Edm = 0.188693 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297442.4543815 Edm = 0.0944239 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297442.3783877 Edm = 0.0690176 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297442.3340885 Edm = 0.005095 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297442.3276256 Edm = 0.000789617 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297442.3228724 Edm = 0.00383059 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297441.8437593 Edm = 0.497613 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297441.439524 Edm = 0.393845 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297441.2301525 Edm = 0.197538 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297430.0904835 Edm = 19.4599 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297418.3996481 Edm = 7.31818 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297406.3151051 Edm = 13.8599 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297401.4283095 Edm = 31.2878 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297381.6900608 Edm = 15.1074 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297373.938582 Edm = 21.1394 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297366.3086489 Edm = 10.8262 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297356.7538587 Edm = 8.02544 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297350.0561353 Edm = 1.30213 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297348.6856311 Edm = 1.53926 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297347.0755319 Edm = 0.299135 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297346.5832966 Edm = 0.607288 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297345.241065 Edm = 1.39828 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297343.3952408 Edm = 1.92713 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297342.4112964 Edm = 1.11547 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297341.1802278 Edm = 0.488189 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297340.8130454 Edm = 0.0514801 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297340.7522216 Edm = 0.00324509 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297340.7451726 Edm = 0.00324543 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297340.7228378 Edm = 0.0161293 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297340.3092694 Edm = 0.419472 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297337.717677 Edm = 1.74221 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297334.9638994 Edm = 0.199231 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297334.7350467 Edm = 0.0191709 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297334.7134337 Edm = 0.00499205 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297334.7077113 Edm = 0.00238721 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297334.6904089 Edm = 0.013388 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297334.2283508 Edm = 0.25699 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297330.0917413 Edm = 2.33589 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297323.3335702 Edm = 76.8468 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297318.6510983 Edm = 0.492575 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297318.2716895 Edm = 0.0595215 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297318.2190361 Edm = 0.00468354 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297318.2082286 Edm = 0.00354206 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297318.182635 Edm = 0.0106881 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297318.1496773 Edm = 0.00521935 NCalls = 316 -VariableMetric: Iteration # 101 - FCN = 297318.1433951 Edm = 0.000360428 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297318.1428657 Edm = 0.00019231 NCalls = 320 -VariableMetric: Iteration # 103 - FCN = 297318.1394202 Edm = 0.00299886 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297317.7870106 Edm = 0.264615 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297314.7509203 Edm = 0.291174 NCalls = 332 -VariableMetric: Iteration # 106 - FCN = 297314.3265601 Edm = 0.0402732 NCalls = 334 -VariableMetric: Iteration # 107 - FCN = 297314.2888421 Edm = 0.0105491 NCalls = 335 -VariableMetric: Iteration # 108 - FCN = 297314.2766123 Edm = 0.00151193 NCalls = 337 -VariableMetric: Iteration # 109 - FCN = 297314.2734208 Edm = 0.000747681 NCalls = 339 -VariableMetric: Iteration # 110 - FCN = 297314.2713109 Edm = 0.000579261 NCalls = 341 -VariableMetric: Iteration # 111 - FCN = 297314.2596532 Edm = 0.00997523 NCalls = 345 -VariableMetric: Iteration # 112 - FCN = 297313.5979182 Edm = 1.47628 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297313.5863733 Edm = 0.0958916 NCalls = 355 -VariableMetric: Iteration # 114 - FCN = 297313.0884019 Edm = 0.576071 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297311.4540136 Edm = 2.01018 NCalls = 366 -VariableMetric: Iteration # 116 - FCN = 297311.4203371 Edm = 0.0539117 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297311.2039175 Edm = 0.280709 NCalls = 372 -VariableMetric: Iteration # 118 - FCN = 297310.9284577 Edm = 0.237715 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297304.7718087 Edm = 3.93468 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297301.5702435 Edm = 4.09407 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297298.0376068 Edm = 1.98617 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297297.1181668 Edm = 1.34118 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297296.2450338 Edm = 0.351723 NCalls = 388 -VariableMetric: Iteration # 124 - FCN = 297295.3355206 Edm = 0.451383 NCalls = 390 -VariableMetric: Iteration # 125 - FCN = 297294.2520992 Edm = 0.428556 NCalls = 393 -VariableMetric: Iteration # 126 - FCN = 297293.8954967 Edm = 0.263745 NCalls = 395 -VariableMetric: Iteration # 127 - FCN = 297293.6169076 Edm = 0.251781 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297292.8989521 Edm = 0.556163 NCalls = 402 -VariableMetric: Iteration # 129 - FCN = 297291.4428548 Edm = 0.339635 NCalls = 404 -VariableMetric: Iteration # 130 - FCN = 297290.6752252 Edm = 0.462261 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297289.5242372 Edm = 0.400709 NCalls = 410 -VariableMetric: Iteration # 132 - FCN = 297289.0915004 Edm = 0.0842956 NCalls = 412 -VariableMetric: Iteration # 133 - FCN = 297288.9976299 Edm = 0.0235881 NCalls = 414 -VariableMetric: Iteration # 134 - FCN = 297288.9712805 Edm = 0.0127123 NCalls = 416 -VariableMetric: Iteration # 135 - FCN = 297288.9359236 Edm = 0.0121175 NCalls = 420 -VariableMetric: Iteration # 136 - FCN = 297288.8835951 Edm = 0.056215 NCalls = 424 -VariableMetric: Iteration # 137 - FCN = 297288.8305746 Edm = 0.228354 NCalls = 428 -VariableMetric: Iteration # 138 - FCN = 297288.6941117 Edm = 0.104703 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297288.6626167 Edm = 0.105161 NCalls = 439 -VariableMetric: Iteration # 140 - FCN = 297288.3964997 Edm = 0.0767198 NCalls = 446 -VariableMetric: Iteration # 141 - FCN = 297288.2214589 Edm = 0.249694 NCalls = 448 -VariableMetric: Iteration # 142 - FCN = 297288.1493787 Edm = 0.121877 NCalls = 450 -VariableMetric: Iteration # 143 - FCN = 297287.9423782 Edm = 0.0197131 NCalls = 452 -VariableMetric: Iteration # 144 - FCN = 297287.91601 Edm = 0.0021264 NCalls = 454 -VariableMetric: Iteration # 145 - FCN = 297287.914049 Edm = 0.000324218 NCalls = 456 -VariableMetric: Iteration # 146 - FCN = 297287.9137856 Edm = 8.22236e-05 NCalls = 458 -VariableMetric: Iteration # 147 - FCN = 297287.9133648 Edm = 0.000400201 NCalls = 461 -VariableMetric: Iteration # 148 - FCN = 297287.8839027 Edm = 0.0298563 NCalls = 468 -VariableMetric: Iteration # 149 - FCN = 297287.8158487 Edm = 0.0383849 NCalls = 475 -VariableMetric: Iteration # 150 - FCN = 297287.2727002 Edm = 0.289397 NCalls = 479 -VariableMetric: Iteration # 151 - FCN = 297286.7643124 Edm = 0.0727954 NCalls = 481 -VariableMetric: Iteration # 152 - FCN = 297286.7027231 Edm = 0.00479693 NCalls = 483 -VariableMetric: Iteration # 153 - FCN = 297286.6955108 Edm = 0.00272851 NCalls = 485 -VariableMetric: Iteration # 154 - FCN = 297286.6918374 Edm = 0.000869985 NCalls = 487 -VariableMetric: Iteration # 155 - FCN = 297286.6906055 Edm = 0.000223917 NCalls = 489 -VariableMetric: Iteration # 156 - FCN = 297286.6902269 Edm = 4.23584e-05 NCalls = 491 -VariableMetric: After Hessian - FCN = 297286.6902269 Edm = 0.518034 NCalls = 974 -VariableMetric: Iteration # 157 - FCN = 297286.6902269 Edm = 0.518034 NCalls = 974 -VariableMetric: Iteration # 158 - FCN = 297286.6459189 Edm = 0.430473 NCalls = 977 -VariableMetric: Iteration # 159 - FCN = 297286.5975006 Edm = 0.403675 NCalls = 979 -VariableMetric: Iteration # 160 - FCN = 297286.131104 Edm = 0.222484 NCalls = 982 -VariableMetric: Iteration # 161 - FCN = 297285.9516605 Edm = 0.0422284 NCalls = 988 -VariableMetric: Iteration # 162 - FCN = 297285.9011599 Edm = 0.0261258 NCalls = 990 -VariableMetric: Iteration # 163 - FCN = 297285.8939167 Edm = 0.0133785 NCalls = 992 -VariableMetric: Iteration # 164 - FCN = 297285.8584429 Edm = 0.0148641 NCalls = 994 -VariableMetric: Iteration # 165 - FCN = 297285.8296806 Edm = 0.0154154 NCalls = 996 -VariableMetric: Iteration # 166 - FCN = 297285.7995826 Edm = 0.0167518 NCalls = 1000 -VariableMetric: Iteration # 167 - FCN = 297285.7906942 Edm = 0.00614037 NCalls = 1002 -VariableMetric: Iteration # 168 - FCN = 297285.7789747 Edm = 0.00912891 NCalls = 1005 -VariableMetric: Iteration # 169 - FCN = 297285.7502846 Edm = 0.0266732 NCalls = 1009 -VariableMetric: Iteration # 170 - FCN = 297285.7436919 Edm = 0.0138428 NCalls = 1012 -VariableMetric: Iteration # 171 - FCN = 297285.7156938 Edm = 0.017231 NCalls = 1016 -VariableMetric: Iteration # 172 - FCN = 297285.7007305 Edm = 0.0146163 NCalls = 1018 -VariableMetric: Iteration # 173 - FCN = 297285.6743382 Edm = 0.0179765 NCalls = 1023 -VariableMetric: Iteration # 174 - FCN = 297285.6526177 Edm = 0.0245866 NCalls = 1026 -VariableMetric: Iteration # 175 - FCN = 297285.6378735 Edm = 0.0113598 NCalls = 1028 -VariableMetric: Iteration # 176 - FCN = 297285.6162927 Edm = 0.00481292 NCalls = 1032 -VariableMetric: Iteration # 177 - FCN = 297285.6078405 Edm = 0.00298728 NCalls = 1034 -VariableMetric: Iteration # 178 - FCN = 297285.6050872 Edm = 0.00194849 NCalls = 1036 -VariableMetric: Iteration # 179 - FCN = 297285.6025835 Edm = 0.00146261 NCalls = 1038 -VariableMetric: Iteration # 180 - FCN = 297285.5988513 Edm = 0.00165799 NCalls = 1041 -VariableMetric: Iteration # 181 - FCN = 297285.5919043 Edm = 0.00407911 NCalls = 1044 -VariableMetric: Iteration # 182 - FCN = 297285.5853838 Edm = 0.00348928 NCalls = 1046 -VariableMetric: Iteration # 183 - FCN = 297285.5793427 Edm = 0.00241412 NCalls = 1049 -VariableMetric: Iteration # 184 - FCN = 297285.5739884 Edm = 0.00368593 NCalls = 1051 -VariableMetric: Iteration # 185 - FCN = 297285.5714306 Edm = 0.00363965 NCalls = 1054 -VariableMetric: Iteration # 186 - FCN = 297285.5686697 Edm = 0.0027245 NCalls = 1057 -VariableMetric: Iteration # 187 - FCN = 297285.56031 Edm = 0.00586676 NCalls = 1061 -VariableMetric: Iteration # 188 - FCN = 297285.5487754 Edm = 0.0135407 NCalls = 1066 -VariableMetric: Iteration # 189 - FCN = 297285.5410363 Edm = 0.022794 NCalls = 1068 -VariableMetric: Iteration # 190 - FCN = 297285.5347399 Edm = 0.00513699 NCalls = 1071 -VariableMetric: Iteration # 191 - FCN = 297285.5327494 Edm = 0.00198989 NCalls = 1072 -VariableMetric: Iteration # 192 - FCN = 297285.5300232 Edm = 0.000459208 NCalls = 1075 -VariableMetric: Iteration # 193 - FCN = 297285.5289752 Edm = 0.000256767 NCalls = 1077 -VariableMetric: Iteration # 194 - FCN = 297285.5282275 Edm = 0.00024245 NCalls = 1079 -VariableMetric: Iteration # 195 - FCN = 297285.5279414 Edm = 0.000137559 NCalls = 1081 -VariableMetric: Iteration # 196 - FCN = 297285.5277356 Edm = 6.89726e-05 NCalls = 1084 -VariableMetric: After Hessian - FCN = 297285.5277356 Edm = 0.000812411 NCalls = 1569 -VariableMetric: Iteration # 197 - FCN = 297285.5277356 Edm = 0.000812411 NCalls = 1569 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304948.733486 Edm = 32.1069 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304948.733486 Edm = 32.1069 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300507.8227723 Edm = 7.56871 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300459.2128958 Edm = 104.256 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300439.424573 Edm = 0.571275 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300417.4848514 Edm = 19.6973 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 300228.8501058 Edm = 108.045 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 300104.3478785 Edm = 51.4205 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 299920.0640705 Edm = 236.318 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 299883.5018737 Edm = 211.162 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299393.8400393 Edm = 73.2016 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 299145.2317319 Edm = 281.25 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 299121.984281 Edm = 26.5282 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 299073.4255414 Edm = 19.9198 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 299053.8138337 Edm = 2.92325 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298860.6062372 Edm = 127.99 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298296.1237555 Edm = 19.4065 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 298234.3284154 Edm = 1.49505 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 298230.1641974 Edm = 3.64718 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 298151.8223804 Edm = 7.62511 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297675.9404314 Edm = 67.607 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297669.3574228 Edm = 84.6489 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297647.3628734 Edm = 0.17907 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297644.1079395 Edm = 0.412731 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297643.2716335 Edm = 0.155913 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297642.9984175 Edm = 0.0342566 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297642.7486413 Edm = 0.188451 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297623.5032528 Edm = 16.5803 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297563.3802724 Edm = 28.3011 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297549.9937254 Edm = 6.98272 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297538.5607197 Edm = 4.72738 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297527.6188014 Edm = 2.1798 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297526.0683954 Edm = 0.474672 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297525.3535958 Edm = 0.044432 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297525.0909679 Edm = 0.232048 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297520.6304262 Edm = 3.91764 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297503.1006805 Edm = 11.8034 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297485.5947524 Edm = 1.61646 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297484.7545203 Edm = 0.193844 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297484.3487819 Edm = 0.141659 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297483.8482814 Edm = 0.0771397 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297483.794195 Edm = 0.0128513 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297483.7586013 Edm = 0.0152801 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297483.3577718 Edm = 0.196356 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297479.8601184 Edm = 7.7801 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297476.3832593 Edm = 3.7666 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297476.1898758 Edm = 0.49312 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297457.7457198 Edm = 6.55124 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297452.7678043 Edm = 4.7993 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297447.3398867 Edm = 2.29079 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297437.5855928 Edm = 2.68015 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297430.2974699 Edm = 4.96283 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297427.4255521 Edm = 1.81285 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297424.8428495 Edm = 0.318186 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297424.2844868 Edm = 0.195246 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297424.0158371 Edm = 0.0525226 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297423.9355194 Edm = 0.00993615 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297423.8848622 Edm = 0.0243924 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297423.3947802 Edm = 0.446874 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297421.0790013 Edm = 2.88816 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297398.8029602 Edm = 11.0649 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297387.6883226 Edm = 10.4659 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297382.4405943 Edm = 1.8719 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297380.1133028 Edm = 0.689458 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297379.5072302 Edm = 0.418861 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297379.1344836 Edm = 0.0406523 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297379.0562995 Edm = 0.0158386 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297379.014688 Edm = 0.016502 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297379.0006592 Edm = 0.00645361 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297378.989143 Edm = 0.00521347 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297378.9094526 Edm = 0.0438246 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297378.7729712 Edm = 0.0293642 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297378.7407573 Edm = 0.0139354 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297378.7007869 Edm = 0.0198688 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297378.4733677 Edm = 0.224502 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297377.6462471 Edm = 1.32222 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297377.5930725 Edm = 0.0410639 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297376.8893684 Edm = 0.727449 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297376.0570068 Edm = 0.785063 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297367.4708863 Edm = 9.97638 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297362.1307854 Edm = 1.06759 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297360.9654042 Edm = 0.224218 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297360.7380904 Edm = 0.00821131 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297360.7194735 Edm = 0.0129028 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297360.7029004 Edm = 0.00903658 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297360.688001 Edm = 0.00126045 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297360.6857112 Edm = 0.000856661 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297360.6658292 Edm = 0.015817 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297359.4537167 Edm = 0.989333 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297359.4053595 Edm = 0.0773517 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297358.9577651 Edm = 0.423895 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297358.640632 Edm = 0.23834 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297356.7715368 Edm = 0.260014 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297356.1375885 Edm = 0.0288204 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297356.1067123 Edm = 0.00193363 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297356.1032343 Edm = 0.000585261 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297356.1027061 Edm = 0.000132334 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297356.1019642 Edm = 0.000631982 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297356.0361534 Edm = 0.0616444 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297353.8425755 Edm = 0.407229 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297353.3952339 Edm = 0.0220775 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297353.3700056 Edm = 0.00342645 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297353.3671856 Edm = 0.00054637 NCalls = 322 -VariableMetric: Iteration # 102 - FCN = 297353.3665256 Edm = 0.000184369 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297353.3637701 Edm = 0.00244137 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297353.2470064 Edm = 0.113562 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297352.9376468 Edm = 0.275268 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297349.9342813 Edm = 1.25168 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297349.0902214 Edm = 1.22569 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297348.4434083 Edm = 0.327829 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297348.2349187 Edm = 0.127808 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297348.0291572 Edm = 0.0386836 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297347.986032 Edm = 0.0029045 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297347.9828587 Edm = 0.000426759 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297347.9821362 Edm = 0.000115646 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297347.9815486 Edm = 0.000488354 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297347.9698174 Edm = 0.0118186 NCalls = 363 -VariableMetric: Iteration # 116 - FCN = 297347.9225314 Edm = 0.045553 NCalls = 370 -VariableMetric: Iteration # 117 - FCN = 297346.5984566 Edm = 1.12708 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297346.1262431 Edm = 0.643797 NCalls = 382 -VariableMetric: Iteration # 119 - FCN = 297344.8380098 Edm = 0.368062 NCalls = 387 -VariableMetric: Iteration # 120 - FCN = 297344.3423926 Edm = 0.65204 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297343.6390243 Edm = 0.805377 NCalls = 391 -VariableMetric: Iteration # 122 - FCN = 297343.0309479 Edm = 0.720295 NCalls = 393 -VariableMetric: Iteration # 123 - FCN = 297342.2185341 Edm = 0.432646 NCalls = 398 -VariableMetric: Iteration # 124 - FCN = 297341.9215709 Edm = 0.423589 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297341.5749178 Edm = 0.100669 NCalls = 402 -VariableMetric: Iteration # 126 - FCN = 297341.5089343 Edm = 0.0152621 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297341.4987967 Edm = 0.000921941 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297341.4980059 Edm = 0.000188041 NCalls = 408 -VariableMetric: Iteration # 129 - FCN = 297341.4977231 Edm = 0.000160865 NCalls = 410 -VariableMetric: Iteration # 130 - FCN = 297341.4956272 Edm = 0.00174725 NCalls = 414 -VariableMetric: Iteration # 131 - FCN = 297341.3994809 Edm = 0.0937278 NCalls = 419 -VariableMetric: Iteration # 132 - FCN = 297339.702552 Edm = 0.343217 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297339.415048 Edm = 0.099214 NCalls = 426 -VariableMetric: Iteration # 134 - FCN = 297339.3404532 Edm = 0.00366245 NCalls = 428 -VariableMetric: Iteration # 135 - FCN = 297339.3370104 Edm = 7.32509e-05 NCalls = 429 -VariableMetric: After Hessian - FCN = 297339.3370104 Edm = 1.43658 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297339.3370104 Edm = 1.43658 NCalls = 902 -VariableMetric: Iteration # 137 - FCN = 297338.8749306 Edm = 122.379 NCalls = 913 -VariableMetric: Iteration # 138 - FCN = 297338.8107442 Edm = 2425 NCalls = 920 -VariableMetric: Iteration # 139 - FCN = 297338.7551371 Edm = 854.452 NCalls = 925 -VariableMetric: Iteration # 140 - FCN = 297338.6769631 Edm = 1693.22 NCalls = 929 -VariableMetric: Iteration # 141 - FCN = 297338.4931974 Edm = 291.046 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297338.3978781 Edm = 94.6888 NCalls = 937 -VariableMetric: Iteration # 143 - FCN = 297338.287951 Edm = 109.897 NCalls = 940 -VariableMetric: Iteration # 144 - FCN = 297338.2050481 Edm = 12.7881 NCalls = 943 -VariableMetric: Iteration # 145 - FCN = 297338.0374691 Edm = 75.5642 NCalls = 946 -VariableMetric: Iteration # 146 - FCN = 297337.7114264 Edm = 65.2248 NCalls = 948 -VariableMetric: Iteration # 147 - FCN = 297337.5956599 Edm = 2.26459 NCalls = 951 -VariableMetric: Iteration # 148 - FCN = 297337.5757988 Edm = 0.804519 NCalls = 954 -VariableMetric: Iteration # 149 - FCN = 297337.564177 Edm = 0.859942 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297337.5507045 Edm = 0.147197 NCalls = 958 -VariableMetric: Iteration # 151 - FCN = 297337.5477772 Edm = 0.466965 NCalls = 961 -VariableMetric: Iteration # 152 - FCN = 297337.5387525 Edm = 0.0688541 NCalls = 963 -VariableMetric: Iteration # 153 - FCN = 297337.5280427 Edm = 0.157959 NCalls = 965 -VariableMetric: Iteration # 154 - FCN = 297337.5185335 Edm = 0.108157 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297337.5039959 Edm = 0.13216 NCalls = 969 -VariableMetric: Iteration # 156 - FCN = 297337.4939677 Edm = 0.00575212 NCalls = 971 -VariableMetric: Iteration # 157 - FCN = 297337.4936851 Edm = 0.00133658 NCalls = 973 -VariableMetric: Iteration # 158 - FCN = 297337.4935111 Edm = 0.00242119 NCalls = 975 -VariableMetric: Iteration # 159 - FCN = 297337.4931216 Edm = 0.00163438 NCalls = 977 -VariableMetric: Iteration # 160 - FCN = 297337.4928518 Edm = 0.000839697 NCalls = 979 -VariableMetric: Iteration # 161 - FCN = 297337.4926822 Edm = 0.000123172 NCalls = 981 -VariableMetric: Iteration # 162 - FCN = 297337.4926486 Edm = 0.000159938 NCalls = 983 -VariableMetric: Iteration # 163 - FCN = 297337.4925897 Edm = 1.00628e-05 NCalls = 984 -VariableMetric: After Hessian - FCN = 297337.4925897 Edm = 6.09968e-06 NCalls = 1475 -VariableMetric: Iteration # 164 - FCN = 297337.4925897 Edm = 6.09968e-06 NCalls = 1475 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1315 (1315 total) | -| EDM = 1.87E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297297.1745392498 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.19 | 0.09 | | | -2 | 2 | | -| 2 | Dbar_p | -4.43 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.882 | 0.029 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.654 | 0.023 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.79 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 6.04 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.28 | 0.21 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.58 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.40 | 0.17 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.50 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.28 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.57 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 4.51 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.42 | 0.03 | | | -2 | 2 | | -| 20| bplus_1 | 0.80 | 0.05 | | | -2 | 2 | | -| 21| p4160_p | 4.22 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 5.58 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.276 0.106 0.149 -0.067 0.045 -0.060 0.175 0.002 0.001 0.026 0.021 0.001 0.028 -0.001 -0.057 0.296 -0.166 0.078 -0.266 0.185 -0.118 -0.035 -0.017 | -| bplus_2 | 0.276 1.000 0.123 0.423 -0.178 0.004 -0.232 0.021 0.006 -0.013 0.032 -0.072 0.024 -0.673 0.007 0.004 -0.065 -0.203 0.397 -0.724 0.612 -0.142 -0.236 0.005 | -| Dbar_p | 0.106 0.123 1.000 0.136 -0.065 -0.018 0.169 -0.006 0.002 0.005 -0.053 -0.124 -0.004 -0.340 0.028 0.258 -0.051 -0.090 -0.118 -0.239 0.137 -0.046 0.006 -0.030 | -| rho_s | 0.149 0.423 0.136 1.000 -0.499 0.005 -0.080 0.030 0.016 0.003 0.013 -0.045 0.018 -0.251 0.004 0.018 -0.003 -0.089 0.283 -0.524 0.487 -0.087 0.038 -0.047 | -| omega_s | -0.067 -0.178 -0.065 -0.499 1.000 -0.003 0.034 -0.016 -0.104 -0.012 -0.010 0.018 -0.008 0.104 -0.002 -0.010 -0.003 0.036 -0.128 0.234 -0.219 0.037 0.116 0.043 | -| psi2s_p | 0.045 0.004 -0.018 0.005 -0.003 1.000 -0.024 0.038 0.000 -0.002 -0.416 -0.196 0.028 0.177 0.034 0.018 -0.061 -0.065 -0.093 -0.008 0.012 -0.124 -0.000 -0.003 | -| jpsi_p | -0.060 -0.232 0.169 -0.080 0.034 -0.024 1.000 -0.005 -0.001 -0.028 -0.058 -0.066 0.056 0.270 0.055 0.016 -0.027 0.014 -0.168 0.239 -0.200 -0.007 -0.061 0.022 | -| p4040_s | 0.175 0.021 -0.006 0.030 -0.016 0.038 -0.005 1.000 0.001 0.004 0.124 -0.168 -0.003 0.235 -0.005 -0.120 -0.068 -0.149 -0.093 -0.068 0.042 -0.459 0.019 -0.014 | -| omega_p | 0.002 0.006 0.002 0.016 -0.104 0.000 -0.001 0.001 1.000 -0.001 0.000 -0.001 0.000 -0.004 0.000 0.000 0.000 -0.001 0.005 -0.008 0.008 -0.001 0.029 -0.004 | -| phi_p | 0.001 -0.013 0.005 0.003 -0.012 -0.002 -0.028 0.004 -0.001 1.000 0.002 0.001 0.001 -0.003 0.001 -0.004 0.005 0.003 0.002 -0.010 0.006 -0.002 0.095 0.563 | -| p3770_s | 0.026 0.032 -0.053 0.013 -0.010 -0.416 -0.058 0.124 0.000 0.002 1.000 -0.043 0.035 -0.112 0.037 -0.238 0.030 0.001 0.041 -0.047 0.027 -0.039 0.020 -0.016 | -| p4040_p | 0.021 -0.072 -0.124 -0.045 0.018 -0.196 -0.066 -0.168 -0.001 0.001 -0.043 1.000 0.028 -0.114 0.023 0.098 0.336 0.122 -0.061 0.060 -0.030 0.055 0.027 -0.004 | -| DDstar_s | 0.001 0.024 -0.004 0.018 -0.008 0.028 0.056 -0.003 0.000 0.001 0.035 0.028 1.000 -0.015 -0.003 0.032 0.003 0.020 0.044 -0.030 0.019 0.050 -0.003 -0.002 | -| Ctt | 0.028 -0.673 -0.340 -0.251 0.104 0.177 0.270 0.235 -0.004 -0.003 -0.112 -0.114 -0.015 1.000 -0.003 -0.155 0.181 0.088 -0.157 0.467 -0.406 -0.196 0.093 0.007 | -| Dbar_s | -0.001 0.007 0.028 0.004 -0.002 0.034 0.055 -0.005 0.000 0.001 0.037 0.023 -0.003 -0.003 1.000 0.043 -0.000 0.013 0.009 -0.008 0.005 0.035 0.000 -0.001 | -| p3770_p | -0.057 0.004 0.258 0.018 -0.010 0.018 0.016 -0.120 0.000 -0.004 -0.238 0.098 0.032 -0.155 0.043 1.000 -0.032 0.022 0.083 -0.018 -0.015 0.134 -0.010 -0.005 | -| p4160_s | 0.296 -0.065 -0.051 -0.003 -0.003 -0.061 -0.027 -0.068 0.000 0.005 0.030 0.336 0.003 0.181 -0.000 -0.032 1.000 -0.050 -0.074 -0.018 -0.004 -0.097 0.045 -0.019 | -| p4415_p | -0.166 -0.203 -0.090 -0.089 0.036 -0.065 0.014 -0.149 -0.001 0.003 0.001 0.122 0.020 0.088 0.013 0.022 -0.050 1.000 -0.176 0.138 -0.100 0.261 0.054 -0.005 | -| DDstar_p | 0.078 0.397 -0.118 0.283 -0.128 -0.093 -0.168 -0.093 0.005 0.002 0.041 -0.061 0.044 -0.157 0.009 0.083 -0.074 -0.176 1.000 -0.485 0.318 -0.055 -0.045 -0.039 | -| bplus_0 | -0.266 -0.724 -0.239 -0.524 0.234 -0.008 0.239 -0.068 -0.008 -0.010 -0.047 0.060 -0.030 0.467 -0.008 -0.018 -0.018 0.138 -0.485 1.000 -0.954 0.147 0.094 0.065 | -| bplus_1 | 0.185 0.612 0.137 0.487 -0.219 0.012 -0.200 0.042 0.008 0.006 0.027 -0.030 0.019 -0.406 0.005 -0.015 -0.004 -0.100 0.318 -0.954 1.000 -0.098 -0.112 -0.058 | -| p4160_p | -0.118 -0.142 -0.046 -0.087 0.037 -0.124 -0.007 -0.459 -0.001 -0.002 -0.039 0.055 0.050 -0.196 0.035 0.134 -0.097 0.261 -0.055 0.147 -0.098 1.000 0.022 0.005 | -| rho_p | -0.035 -0.236 0.006 0.038 0.116 -0.000 -0.061 0.019 0.029 0.095 0.020 0.027 -0.003 0.093 0.000 -0.010 0.045 0.054 -0.045 0.094 -0.112 0.022 1.000 0.103 | -| phi_s | -0.017 0.005 -0.030 -0.047 0.043 -0.003 0.022 -0.014 -0.004 0.563 -0.016 -0.004 -0.002 0.007 -0.001 -0.005 -0.019 -0.005 -0.039 0.065 -0.058 0.005 0.103 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18858977897669593}), (, {'error': 0.08888164233340445}), (, {'error': 0.2864062831647791}), (, {'error': 0.34154525041122796}), (, {'error': 0.9469961171607202}), (, {'error': 0.029063447932892394}), (, {'error': 0.023028938076395278}), (, {'error': 0.1627044639011872}), (, {'error': 0.11896371382599025}), (, {'error': 0.20344387595004143}), (, {'error': 0.2140354436908387}), (, {'error': 0.21030316046241926}), (, {'error': 0.029511329718903023}), (, {'error': 0.17372123220533753}), (, {'error': 0.02353833903211658}), (, {'error': 0.09163893677708068}), (, {'error': 0.15746086233544787}), (, {'error': 0.1665698641925366}), (, {'error': 0.27527521710266}), (, {'error': 0.03329904334938161}), (, {'error': 0.04985910800118276}), (, {'error': 0.08766327571951749}), (, {'error': 0.2867119792028072}), (, {'error': 1.0150036262624091})]) -Toy 1/25 -Time taken: 7 min, 46 s -Projected time left: 3 h, 6 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1310 (1310 total) | -| EDM = 7.79E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297218.50047221815 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.126 | 0.031 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.14 | 0.07 | | | -2 | 2 | | -| 2 | Dbar_p | -4.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.70 | 0.28 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.1 | 1.2 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.64 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.81 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -5.67 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.37 | 0.15 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.25 | 0.53 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.04 | 0.15 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -4.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.509 | 0.010 | | | -2 | 2 | | -| 20| bplus_1 | -1.023 | 0.020 | | | -2 | 2 | | -| 21| p4160_p | -2.23 | 0.21 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.31 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.5 | 1.2 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.003 0.028 -0.000 0.002 0.032 0.038 -0.033 0.002 0.001 0.032 0.036 0.019 -0.006 0.039 0.038 -0.028 -0.019 0.027 0.005 0.005 0.043 0.006 -0.001 | -| bplus_2 | -0.003 1.000 -0.213 -0.030 0.032 -0.258 -0.330 0.221 0.011 -0.071 -0.270 -0.253 -0.170 0.506 -0.301 -0.278 0.216 -0.001 -0.154 -0.224 -0.300 -0.286 0.205 -0.099 | -| Dbar_p | 0.028 -0.213 1.000 0.038 0.016 0.708 0.825 -0.495 0.022 0.024 0.645 0.629 0.554 -0.178 0.859 0.861 -0.345 -0.003 0.813 0.313 0.350 0.731 0.116 -0.016 | -| rho_s | -0.000 -0.030 0.038 1.000 -0.333 0.021 0.025 -0.018 -0.090 0.038 0.021 0.018 0.015 -0.012 0.023 0.032 -0.014 -0.000 -0.014 0.120 0.008 0.023 0.214 -0.004 | -| omega_s | 0.002 0.032 0.016 -0.333 1.000 0.020 0.020 -0.007 0.701 -0.085 0.020 0.020 0.016 0.007 0.025 0.018 -0.000 -0.000 0.035 -0.035 0.019 0.020 0.147 -0.026 | -| psi2s_p | 0.032 -0.258 0.708 0.021 0.020 1.000 0.824 -0.446 0.025 0.025 0.611 0.635 0.511 0.135 0.856 0.802 -0.308 -0.004 0.684 0.227 0.255 0.734 0.092 -0.010 | -| jpsi_p | 0.038 -0.330 0.825 0.025 0.020 0.824 1.000 -0.505 0.026 0.021 0.792 0.766 0.564 -0.069 0.953 0.903 -0.325 -0.004 0.766 0.282 0.311 0.853 0.110 -0.022 | -| p4040_s | -0.033 0.221 -0.495 -0.018 -0.007 -0.446 -0.505 1.000 -0.012 -0.026 -0.364 -0.513 -0.351 0.235 -0.519 -0.521 0.146 0.003 -0.355 -0.146 -0.174 -0.646 -0.024 -0.012 | -| omega_p | 0.002 0.011 0.022 -0.090 0.701 0.025 0.026 -0.012 1.000 -0.012 0.025 0.024 0.018 0.003 0.031 0.025 -0.006 -0.000 0.034 -0.017 0.015 0.025 -0.046 0.019 | -| phi_p | 0.001 -0.071 0.024 0.038 -0.085 0.025 0.021 -0.026 -0.012 1.000 0.021 0.022 0.017 -0.003 0.032 0.030 -0.024 0.000 0.020 0.005 -0.005 0.028 -0.186 0.765 | -| p3770_s | 0.032 -0.270 0.645 0.021 0.020 0.611 0.792 -0.364 0.025 0.021 1.000 0.633 0.483 -0.005 0.812 0.712 -0.247 -0.004 0.605 0.243 0.263 0.714 0.099 -0.016 | -| p4040_p | 0.036 -0.253 0.629 0.018 0.020 0.635 0.766 -0.513 0.024 0.022 0.633 1.000 0.458 -0.085 0.797 0.771 -0.067 -0.006 0.579 0.213 0.233 0.756 0.090 -0.012 | -| DDstar_s | 0.019 -0.170 0.554 0.015 0.016 0.511 0.564 -0.351 0.018 0.017 0.483 0.458 1.000 0.019 0.653 0.588 -0.235 -0.002 0.573 0.163 0.181 0.497 0.071 -0.009 | -| Ctt | -0.006 0.506 -0.178 -0.012 0.007 0.135 -0.069 0.235 0.003 -0.003 -0.005 -0.085 0.019 1.000 0.017 -0.027 0.181 -0.006 -0.086 -0.096 -0.119 -0.111 0.047 -0.011 | -| Dbar_s | 0.039 -0.301 0.859 0.023 0.025 0.856 0.953 -0.519 0.031 0.032 0.812 0.797 0.653 0.017 1.000 0.943 -0.322 -0.005 0.816 0.259 0.291 0.878 0.106 -0.008 | -| p3770_p | 0.038 -0.278 0.861 0.032 0.018 0.802 0.903 -0.521 0.025 0.030 0.712 0.771 0.588 -0.027 0.943 1.000 -0.320 -0.004 0.730 0.298 0.330 0.854 0.103 -0.009 | -| p4160_s | -0.028 0.216 -0.345 -0.014 -0.000 -0.308 -0.325 0.146 -0.006 -0.024 -0.247 -0.067 -0.235 0.181 -0.322 -0.320 1.000 -0.003 -0.229 -0.092 -0.121 -0.337 0.013 -0.021 | -| p4415_p | -0.019 -0.001 -0.003 -0.000 -0.000 -0.004 -0.004 0.003 -0.000 0.000 -0.004 -0.006 -0.002 -0.006 -0.005 -0.004 -0.003 1.000 -0.006 -0.002 -0.002 -0.007 -0.002 0.001 | -| DDstar_p | 0.027 -0.154 0.813 -0.014 0.035 0.684 0.766 -0.355 0.034 0.020 0.605 0.579 0.573 -0.086 0.816 0.730 -0.229 -0.006 1.000 0.062 0.056 0.634 0.092 -0.013 | -| bplus_0 | 0.005 -0.224 0.313 0.120 -0.035 0.227 0.282 -0.146 -0.017 0.005 0.243 0.213 0.163 -0.096 0.259 0.298 -0.092 -0.002 0.062 1.000 -0.317 0.240 0.057 -0.018 | -| bplus_1 | 0.005 -0.300 0.350 0.008 0.019 0.255 0.311 -0.174 0.015 -0.005 0.263 0.233 0.181 -0.119 0.291 0.330 -0.121 -0.002 0.056 -0.317 1.000 0.267 0.078 -0.017 | -| p4160_p | 0.043 -0.286 0.731 0.023 0.020 0.734 0.853 -0.646 0.025 0.028 0.714 0.756 0.497 -0.111 0.878 0.854 -0.337 -0.007 0.634 0.240 0.267 1.000 0.090 -0.008 | -| rho_p | 0.006 0.205 0.116 0.214 0.147 0.092 0.110 -0.024 -0.046 -0.186 0.099 0.090 0.071 0.047 0.106 0.103 0.013 -0.002 0.092 0.057 0.078 0.090 1.000 -0.129 | -| phi_s | -0.001 -0.099 -0.016 -0.004 -0.026 -0.010 -0.022 -0.012 0.019 0.765 -0.016 -0.012 -0.009 -0.011 -0.008 -0.009 -0.021 0.001 -0.013 -0.018 -0.017 -0.008 -0.129 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030830391099128038}), (, {'error': 0.07103767971270558}), (, {'error': 0.9058577802371877}), (, {'error': 0.2811945401664019}), (, {'error': 1.2112712137914987}), (, {'error': 0.05796833757635067}), (, {'error': 0.07799217038055506}), (, {'error': 0.18274090529029463}), (, {'error': 0.37253328229044724}), (, {'error': 0.26134662993136093}), (, {'error': 0.37189714766017734}), (, {'error': 0.3505896481599038}), (, {'error': 0.41267143383131877}), (, {'error': 0.1545269859216461}), (, {'error': 0.5314555840528272}), (, {'error': 0.3216151541742889}), (, {'error': 0.1531675332446325}), (, {'error': 0.14369794367592448}), (, {'error': 0.5347502166310361}), (, {'error': 0.009720627769609802}), (, {'error': 0.020357828364719888}), (, {'error': 0.2129273984377713}), (, {'error': 0.21102823680912985}), (, {'error': 1.1692737495710208})]) -Toy 2/25 -Time taken: 15 min, 17 s -Projected time left: 2 h, 55 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1440 (1440 total) | -| EDM = 0.00114 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297279.74261795095 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.04 | 0.16 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.18 | 0.05 | | | -2 | 2 | | -| 2 | Dbar_p | -4.49 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.73 | 0.27 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 8.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.889 | 0.026 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.708 | 0.020 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.10 | 0.13 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.07 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.45 | 0.19 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.15 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.64 | 0.11 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.67 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.44 | 0.14 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.06 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -4.72 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.468 | 0.006 | | | -2 | 2 | | -| 20| bplus_1 | 0.882 | 0.012 | | | -2 | 2 | | -| 21| p4160_p | 4.16 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 19 | 7 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.082 0.013 0.008 -0.007 0.005 -0.019 0.113 0.005 0.014 0.011 0.012 -0.003 0.186 -0.002 -0.047 0.211 -0.056 -0.096 -0.112 -0.115 0.039 0.001 0.014 | -| bplus_2 | 0.082 1.000 -0.108 -0.011 0.065 0.036 -0.013 -0.027 -0.066 -0.118 -0.016 -0.033 -0.000 -0.437 0.001 -0.029 -0.057 -0.123 0.016 -0.169 -0.186 -0.067 -0.083 -0.109 | -| Dbar_p | 0.013 -0.108 1.000 0.018 -0.018 -0.044 0.141 -0.075 0.012 0.034 -0.074 -0.075 0.001 -0.197 0.017 0.165 -0.034 -0.064 -0.206 -0.174 -0.171 -0.049 0.006 0.033 | -| rho_s | 0.008 -0.011 0.018 1.000 -0.253 -0.002 -0.021 0.003 0.062 0.094 -0.004 -0.007 0.002 0.002 0.001 -0.003 0.006 -0.002 0.027 -0.078 -0.008 -0.009 0.086 0.093 | -| omega_s | -0.007 0.065 -0.018 -0.253 1.000 0.007 0.066 -0.010 0.340 -0.231 -0.004 0.005 -0.002 -0.012 -0.002 0.005 -0.014 -0.006 -0.014 0.047 0.006 0.005 0.069 -0.227 | -| psi2s_p | 0.005 0.036 -0.044 -0.002 0.007 1.000 -0.036 -0.075 -0.019 -0.046 -0.335 -0.130 0.031 0.153 0.029 0.005 -0.057 -0.057 -0.062 -0.015 -0.015 -0.086 -0.007 -0.046 | -| jpsi_p | -0.019 -0.013 0.141 -0.021 0.066 -0.036 1.000 -0.038 -0.120 -0.270 -0.023 -0.030 0.054 0.163 0.042 0.004 -0.031 -0.013 0.034 0.078 0.037 -0.015 -0.072 -0.266 | -| p4040_s | 0.113 -0.027 -0.075 0.003 -0.010 -0.075 -0.038 1.000 0.007 0.012 0.077 -0.098 0.013 0.173 0.004 -0.033 0.072 -0.102 -0.121 -0.055 -0.045 -0.357 0.010 0.010 | -| omega_p | 0.005 -0.066 0.012 0.062 0.340 -0.019 -0.120 0.007 1.000 0.374 -0.004 -0.010 0.004 0.010 0.004 -0.014 0.012 0.004 0.003 -0.035 -0.006 -0.012 0.060 0.375 | -| phi_p | 0.014 -0.118 0.034 0.094 -0.231 -0.046 -0.270 0.012 0.374 1.000 -0.014 -0.026 0.010 0.028 0.009 -0.030 0.026 0.003 0.018 -0.089 -0.001 -0.033 0.149 0.996 | -| p3770_s | 0.011 -0.016 -0.074 -0.004 -0.004 -0.335 -0.023 0.077 -0.004 -0.014 1.000 -0.084 0.030 -0.097 0.031 -0.217 0.026 0.002 0.032 -0.034 -0.037 -0.030 0.005 -0.015 | -| p4040_p | 0.012 -0.033 -0.075 -0.007 0.005 -0.130 -0.030 -0.098 -0.010 -0.026 -0.084 1.000 0.025 -0.235 0.021 0.103 0.264 0.108 0.056 0.043 0.046 0.160 -0.001 -0.026 | -| DDstar_s | -0.003 -0.000 0.001 0.002 -0.002 0.031 0.054 0.013 0.004 0.010 0.030 0.025 1.000 -0.000 -0.004 0.026 0.005 0.020 0.023 -0.007 -0.007 0.045 0.002 0.009 | -| Ctt | 0.186 -0.437 -0.197 0.002 -0.012 0.153 0.163 0.173 0.010 0.028 -0.097 -0.235 -0.000 1.000 0.006 -0.106 0.181 -0.019 0.073 0.034 0.042 -0.241 0.005 0.028 | -| Dbar_s | -0.002 0.001 0.017 0.001 -0.002 0.029 0.042 0.004 0.004 0.009 0.031 0.021 -0.004 0.006 1.000 0.035 0.000 0.009 0.000 -0.004 -0.003 0.028 0.002 0.009 | -| p3770_p | -0.047 -0.029 0.165 -0.003 0.005 0.005 0.004 -0.033 -0.014 -0.030 -0.217 0.103 0.026 -0.106 0.035 1.000 -0.022 0.032 0.106 -0.023 -0.040 0.099 -0.009 -0.030 | -| p4160_s | 0.211 -0.057 -0.034 0.006 -0.014 -0.057 -0.031 0.072 0.012 0.026 0.026 0.264 0.005 0.181 0.000 -0.022 1.000 -0.131 -0.086 -0.076 -0.070 -0.101 0.012 0.024 | -| p4415_p | -0.056 -0.123 -0.064 -0.002 -0.006 -0.057 -0.013 -0.102 0.004 0.003 0.002 0.108 0.020 -0.019 0.009 0.032 -0.131 1.000 -0.048 0.027 0.040 0.178 0.009 0.001 | -| DDstar_p | -0.096 0.016 -0.206 0.027 -0.014 -0.062 0.034 -0.121 0.003 0.018 0.032 0.056 0.023 0.073 0.000 0.106 -0.086 -0.048 1.000 -0.273 -0.278 0.063 -0.005 0.017 | -| bplus_0 | -0.112 -0.169 -0.174 -0.078 0.047 -0.015 0.078 -0.055 -0.035 -0.089 -0.034 0.043 -0.007 0.034 -0.004 -0.023 -0.076 0.027 -0.273 1.000 -0.382 0.059 -0.017 -0.085 | -| bplus_1 | -0.115 -0.186 -0.171 -0.008 0.006 -0.015 0.037 -0.045 -0.006 -0.001 -0.037 0.046 -0.007 0.042 -0.003 -0.040 -0.070 0.040 -0.278 -0.382 1.000 0.061 -0.017 0.001 | -| p4160_p | 0.039 -0.067 -0.049 -0.009 0.005 -0.086 -0.015 -0.357 -0.012 -0.033 -0.030 0.160 0.045 -0.241 0.028 0.099 -0.101 0.178 0.063 0.059 0.061 1.000 -0.001 -0.033 | -| rho_p | 0.001 -0.083 0.006 0.086 0.069 -0.007 -0.072 0.010 0.060 0.149 0.005 -0.001 0.002 0.005 0.002 -0.009 0.012 0.009 -0.005 -0.017 -0.017 -0.001 1.000 0.151 | -| phi_s | 0.014 -0.109 0.033 0.093 -0.227 -0.046 -0.266 0.010 0.375 0.996 -0.015 -0.026 0.009 0.028 0.009 -0.030 0.024 0.001 0.017 -0.085 0.001 -0.033 0.151 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15840065565020145}), (, {'error': 0.04905410082068773}), (, {'error': 0.19526554574531474}), (, {'error': 0.2668548730988627}), (, {'error': 0.83955746581342}), (, {'error': 0.025782118624332995}), (, {'error': 0.020494799756160198}), (, {'error': 0.1324758671073084}), (, {'error': 0.23068348541521333}), (, {'error': 8.49610759974211}), (, {'error': 0.18876280751806762}), (, {'error': 0.1365169633690173}), (, {'error': 0.02262694946654492}), (, {'error': 0.11340978635373267}), (, {'error': 0.017170817352018003}), (, {'error': 0.07680851140360812}), (, {'error': 0.13536642481884753}), (, {'error': 0.16670197216487104}), (, {'error': 0.17098471355647815}), (, {'error': 0.006112570979323162}), (, {'error': 0.011513952837281627}), (, {'error': 0.06926531040011685}), (, {'error': 0.13270068609407293}), (, {'error': 6.525026434589674})]) -Toy 3/25 -Time taken: 23 min, 17 s -Projected time left: 2 h, 50 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1569 (1569 total) | -| EDM = 0.000169 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297270.3016725974 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.51 | 0.18 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.23 | 0.08 | | | -2 | 2 | | -| 2 | Dbar_p | 3.6 | 1.5 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 6.1 | 1.4 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.67 | 0.03 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.33 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -5.21 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.45 | 0.30 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.51 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.10 | 0.31 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.30 | 0.58 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.27 | 0.12 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.42 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.11 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -3.2 | 1.3 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.425 | 0.018 | | | -2 | 2 | | -| 20| bplus_1 | 0.86 | 0.04 | | | -2 | 2 | | -| 21| p4160_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.75 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 21.8 | 0.9 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.083 0.130 0.041 -0.023 -0.054 -0.078 0.159 -0.006 -0.010 -0.070 -0.055 -0.058 0.021 0.108 -0.062 0.291 -0.125 -0.090 -0.092 -0.131 -0.065 0.049 -0.039 | -| bplus_2 | 0.083 1.000 0.058 0.161 -0.045 -0.018 0.227 -0.022 -0.012 0.099 0.023 0.002 0.038 -0.410 0.111 0.010 -0.079 -0.076 -0.098 -0.124 -0.147 0.054 -0.266 0.160 | -| Dbar_p | 0.130 0.058 1.000 0.144 -0.078 -0.448 0.004 0.079 -0.021 -0.012 -0.587 -0.383 -0.373 -0.824 0.850 -0.038 0.043 0.135 -0.905 -0.232 -0.410 0.076 0.132 -0.099 | -| rho_s | 0.041 0.161 0.144 1.000 -0.398 -0.059 0.021 0.013 0.057 0.189 -0.090 -0.068 -0.025 -0.148 0.150 -0.005 -0.004 -0.006 -0.130 -0.276 0.126 -0.002 0.084 -0.003 | -| omega_s | -0.023 -0.045 -0.078 -0.398 1.000 0.033 -0.012 -0.011 0.579 -0.124 0.047 0.037 0.015 0.068 -0.080 0.001 -0.005 0.001 0.067 0.129 -0.057 0.004 0.002 0.002 | -| psi2s_p | -0.054 -0.018 -0.448 -0.059 0.033 1.000 0.256 -0.015 0.010 0.012 0.161 0.183 0.116 0.458 -0.381 0.133 -0.027 0.074 0.255 0.097 0.179 0.123 -0.057 0.043 | -| jpsi_p | -0.078 0.227 0.004 0.021 -0.012 0.256 1.000 0.007 -0.001 0.012 0.264 0.305 -0.092 -0.208 0.068 0.249 0.023 0.400 -0.305 -0.071 0.003 0.524 -0.008 -0.009 | -| p4040_s | 0.159 -0.022 0.079 0.013 -0.011 -0.015 0.007 1.000 -0.002 -0.015 0.070 -0.177 -0.083 0.108 -0.005 -0.067 0.050 -0.145 -0.100 -0.073 -0.047 -0.331 0.062 -0.045 | -| omega_p | -0.006 -0.012 -0.021 0.057 0.579 0.010 -0.001 -0.002 1.000 -0.037 0.015 0.012 0.004 0.018 -0.021 0.001 -0.001 0.003 0.016 0.032 -0.014 0.004 -0.061 0.008 | -| phi_p | -0.010 0.099 -0.012 0.189 -0.124 0.012 0.012 -0.015 -0.037 1.000 0.008 0.011 0.002 -0.011 -0.012 0.010 -0.020 0.001 -0.001 -0.002 0.019 0.018 -0.233 0.368 | -| p3770_s | -0.070 0.023 -0.587 -0.090 0.047 0.161 0.264 0.070 0.015 0.008 1.000 0.285 0.198 0.422 -0.508 -0.086 0.027 0.082 0.395 0.124 0.228 0.127 -0.065 0.048 | -| p4040_p | -0.055 0.002 -0.383 -0.068 0.037 0.183 0.305 -0.177 0.012 0.011 0.285 1.000 0.111 0.160 -0.334 0.258 0.299 0.306 0.161 0.102 0.187 0.389 -0.056 0.043 | -| DDstar_s | -0.058 0.038 -0.373 -0.025 0.015 0.116 -0.092 -0.083 0.004 0.002 0.198 0.111 1.000 0.312 -0.340 0.033 -0.054 -0.131 0.383 0.042 0.081 -0.077 -0.036 0.026 | -| Ctt | 0.021 -0.410 -0.824 -0.148 0.068 0.458 -0.208 0.108 0.018 -0.011 0.422 0.160 0.312 1.000 -0.784 -0.070 0.083 -0.202 0.781 0.210 0.379 -0.274 -0.042 0.039 | -| Dbar_s | 0.108 0.111 0.850 0.150 -0.080 -0.381 0.068 -0.005 -0.021 -0.012 -0.508 -0.334 -0.340 -0.784 1.000 0.138 -0.017 0.079 -0.755 -0.252 -0.421 0.092 0.135 -0.102 | -| p3770_p | -0.062 0.010 -0.038 -0.005 0.001 0.133 0.249 -0.067 0.001 0.010 -0.086 0.258 0.033 -0.070 0.138 1.000 0.016 0.236 -0.098 0.032 -0.040 0.333 -0.012 0.007 | -| p4160_s | 0.291 -0.079 0.043 -0.004 -0.005 -0.027 0.023 0.050 -0.001 -0.020 0.027 0.299 -0.054 0.083 -0.017 0.016 1.000 -0.076 -0.089 -0.054 -0.032 -0.028 0.072 -0.051 | -| p4415_p | -0.125 -0.076 0.135 -0.006 0.001 0.074 0.400 -0.145 0.003 0.001 0.082 0.306 -0.131 -0.202 0.079 0.236 -0.076 1.000 -0.368 -0.013 0.015 0.592 0.032 -0.019 | -| DDstar_p | -0.090 -0.098 -0.905 -0.130 0.067 0.255 -0.305 -0.100 0.016 -0.001 0.395 0.161 0.383 0.781 -0.755 -0.098 -0.089 -0.368 1.000 0.202 0.357 -0.360 -0.104 0.076 | -| bplus_0 | -0.092 -0.124 -0.232 -0.276 0.129 0.097 -0.071 -0.073 0.032 -0.002 0.124 0.102 0.042 0.210 -0.252 0.032 -0.054 -0.013 0.202 1.000 -0.697 0.019 -0.102 0.126 | -| bplus_1 | -0.131 -0.147 -0.410 0.126 -0.057 0.179 0.003 -0.047 -0.014 0.019 0.228 0.187 0.081 0.379 -0.421 -0.040 -0.032 0.015 0.357 -0.697 1.000 0.008 -0.021 -0.034 | -| p4160_p | -0.065 0.054 0.076 -0.002 0.004 0.123 0.524 -0.331 0.004 0.018 0.127 0.389 -0.077 -0.274 0.092 0.333 -0.028 0.592 -0.360 0.019 0.008 1.000 -0.020 0.017 | -| rho_p | 0.049 -0.266 0.132 0.084 0.002 -0.057 -0.008 0.062 -0.061 -0.233 -0.065 -0.056 -0.036 -0.042 0.135 -0.012 0.072 0.032 -0.104 -0.102 -0.021 -0.020 1.000 -0.187 | -| phi_s | -0.039 0.160 -0.099 -0.003 0.002 0.043 -0.009 -0.045 0.008 0.368 0.048 0.043 0.026 0.039 -0.102 0.007 -0.051 -0.019 0.076 0.126 -0.034 0.017 -0.187 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18311005727225138}), (, {'error': 0.07645788084216809}), (, {'error': 1.465506951860835}), (, {'error': 0.31942791399124537}), (, {'error': 1.357231671096078}), (, {'error': 0.03810084096361255}), (, {'error': 0.03316758338593351}), (, {'error': 0.16959649864624465}), (, {'error': 0.28367812799763614}), (, {'error': 0.12467566059018864}), (, {'error': 0.3010814455879611}), (, {'error': 0.27204930930935256}), (, {'error': 0.09416818602962596}), (, {'error': 0.31213920611624013}), (, {'error': 0.5838965782375144}), (, {'error': 0.12481468482106006}), (, {'error': 0.16277331256848426}), (, {'error': 0.17498359385662088}), (, {'error': 1.285574486506186}), (, {'error': 0.01822002517779575}), (, {'error': 0.03983055593632501}), (, {'error': 0.12774907621699172}), (, {'error': 0.2839552690500229}), (, {'error': 0.946350517175782})]) -Toy 4/25 -Time taken: 32 min, 2 s -Projected time left: 2 h, 48 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1281 (1281 total) | -| EDM = 0.0104 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297355.0206767372 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.39 | 0.17 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.12 | 0.06 | | | -2 | 2 | | -| 2 | Dbar_p | 4 | 3 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.75 | 0.29 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 7.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.797 | 0.030 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.68 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.18 | 0.15 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.72 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -0.011 | 0.296 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.79 | 0.21 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.83 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.04 | 0.14 | | | -0.3 | 0.3 | | -| 13| Ctt | 0.35 | 0.25 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.09 | 0.39 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.23 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.35 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.54 | 0.15 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -0.4 | 2.6 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.428 | 0.011 | | | -2 | 2 | | -| 20| bplus_1 | -0.805 | 0.022 | | | -2 | 2 | | -| 21| p4160_p | -2.22 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.1 | 1.2 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.023 -0.132 0.052 -0.007 0.050 0.072 0.077 0.012 0.000 0.004 0.033 -0.142 -0.028 -0.124 0.096 0.185 -0.143 -0.047 0.171 0.177 0.033 0.003 -0.007 | -| bplus_2 | -0.023 1.000 -0.551 0.159 -0.040 0.127 0.359 -0.143 0.031 0.028 -0.065 0.004 -0.478 -0.294 -0.539 0.507 -0.178 0.020 -0.116 0.377 0.377 0.309 0.190 -0.057 | -| Dbar_p | -0.132 -0.551 1.000 -0.280 0.040 -0.245 -0.719 0.257 -0.069 -0.009 0.151 0.072 0.878 0.885 0.970 -0.895 0.420 0.137 0.122 -0.801 -0.838 -0.484 -0.065 0.045 | -| rho_s | 0.052 0.159 -0.280 1.000 -0.135 0.072 0.202 -0.069 0.300 0.027 -0.037 -0.024 -0.216 -0.243 -0.281 0.259 -0.113 -0.047 -0.057 0.297 0.238 0.128 0.156 -0.003 | -| omega_s | -0.007 -0.040 0.040 -0.135 1.000 -0.011 -0.037 0.008 0.632 -0.027 0.002 0.000 0.030 0.033 0.039 -0.037 0.012 0.004 0.013 -0.042 -0.035 -0.019 0.021 0.007 | -| psi2s_p | 0.050 0.127 -0.245 0.072 -0.011 1.000 0.336 -0.035 0.018 0.003 -0.208 -0.039 -0.312 -0.145 -0.274 0.264 -0.139 0.011 0.194 0.209 0.218 0.193 0.017 -0.013 | -| jpsi_p | 0.072 0.359 -0.719 0.202 -0.037 0.336 1.000 -0.164 0.046 0.002 0.033 0.090 -0.746 -0.725 -0.749 0.710 -0.307 0.017 0.170 0.598 0.619 0.531 0.059 -0.048 | -| p4040_s | 0.077 -0.143 0.257 -0.069 0.008 -0.035 -0.164 1.000 -0.018 0.001 0.163 -0.084 0.156 0.343 0.276 -0.259 0.052 -0.062 0.135 -0.188 -0.201 -0.394 -0.002 0.008 | -| omega_p | 0.012 0.031 -0.069 0.300 0.632 0.018 0.046 -0.018 1.000 0.032 -0.010 -0.005 -0.056 -0.061 -0.070 0.064 -0.029 -0.011 -0.008 0.070 0.057 0.033 -0.038 0.030 | -| phi_p | 0.000 0.028 -0.009 0.027 -0.027 0.003 0.002 0.001 0.032 1.000 0.002 0.003 -0.013 -0.009 -0.010 0.007 0.000 0.005 0.006 0.011 0.012 0.007 0.077 0.778 | -| p3770_s | 0.004 -0.065 0.151 -0.037 0.002 -0.208 0.033 0.163 -0.010 0.002 1.000 0.032 0.078 0.092 0.116 -0.186 0.095 0.090 0.207 -0.084 -0.099 -0.006 0.010 -0.002 | -| p4040_p | 0.033 0.004 0.072 -0.024 0.000 -0.039 0.090 -0.084 -0.005 0.003 0.032 1.000 -0.022 -0.022 0.042 0.027 0.295 0.199 0.306 -0.059 -0.069 0.123 0.012 -0.002 | -| DDstar_s | -0.142 -0.478 0.878 -0.216 0.030 -0.312 -0.746 0.156 -0.056 -0.013 0.078 -0.022 1.000 0.788 0.863 -0.786 0.316 0.014 -0.014 -0.616 -0.645 -0.492 -0.060 0.033 | -| Ctt | -0.028 -0.294 0.885 -0.243 0.033 -0.145 -0.725 0.343 -0.061 -0.009 0.092 -0.022 0.788 1.000 0.878 -0.820 0.451 0.104 0.111 -0.718 -0.750 -0.543 -0.048 0.035 | -| Dbar_s | -0.124 -0.539 0.970 -0.281 0.039 -0.274 -0.749 0.276 -0.070 -0.010 0.116 0.042 0.863 0.878 1.000 -0.920 0.432 0.135 0.196 -0.807 -0.845 -0.512 -0.066 0.044 | -| p3770_p | 0.096 0.507 -0.895 0.259 -0.037 0.264 0.710 -0.259 0.064 0.007 -0.186 0.027 -0.786 -0.820 -0.920 1.000 -0.389 -0.078 -0.088 0.746 0.777 0.534 0.057 -0.042 | -| p4160_s | 0.185 -0.178 0.420 -0.113 0.012 -0.139 -0.307 0.052 -0.029 0.000 0.095 0.295 0.316 0.451 0.432 -0.389 1.000 0.005 0.148 -0.313 -0.336 -0.260 -0.002 0.011 | -| p4415_p | -0.143 0.020 0.137 -0.047 0.004 0.011 0.017 -0.062 -0.011 0.005 0.090 0.199 0.014 0.104 0.135 -0.078 0.005 1.000 0.325 -0.138 -0.150 0.224 0.016 0.001 | -| DDstar_p | -0.047 -0.116 0.122 -0.057 0.013 0.194 0.170 0.135 -0.008 0.006 0.207 0.306 -0.014 0.111 0.196 -0.088 0.148 0.325 1.000 -0.169 -0.170 0.267 -0.019 0.018 | -| bplus_0 | 0.171 0.377 -0.801 0.297 -0.042 0.209 0.598 -0.188 0.070 0.011 -0.084 -0.059 -0.616 -0.718 -0.807 0.746 -0.313 -0.138 -0.169 1.000 0.557 0.366 0.065 -0.042 | -| bplus_1 | 0.177 0.377 -0.838 0.238 -0.035 0.218 0.619 -0.201 0.057 0.012 -0.099 -0.069 -0.645 -0.750 -0.845 0.777 -0.336 -0.150 -0.170 0.557 1.000 0.379 0.080 -0.039 | -| p4160_p | 0.033 0.309 -0.484 0.128 -0.019 0.193 0.531 -0.394 0.033 0.007 -0.006 0.123 -0.492 -0.543 -0.512 0.534 -0.260 0.224 0.267 0.366 0.379 1.000 0.037 -0.022 | -| rho_p | 0.003 0.190 -0.065 0.156 0.021 0.017 0.059 -0.002 -0.038 0.077 0.010 0.012 -0.060 -0.048 -0.066 0.057 -0.002 0.016 -0.019 0.065 0.080 0.037 1.000 0.089 | -| phi_s | -0.007 -0.057 0.045 -0.003 0.007 -0.013 -0.048 0.008 0.030 0.778 -0.002 -0.002 0.033 0.035 0.044 -0.042 0.011 0.001 0.018 -0.042 -0.039 -0.022 0.089 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16654062615624365}), (, {'error': 0.05732322181481553}), (, {'error': 3.2857193329799523}), (, {'error': 0.29358761969014946}), (, {'error': 1.1188257445473582}), (, {'error': 0.030056606330919777}), (, {'error': 0.03782288543433365}), (, {'error': 0.149471980387328}), (, {'error': 0.23074543088162436}), (, {'error': 0.2960285442224597}), (, {'error': 0.2140752119001066}), (, {'error': 0.14071693593291323}), (, {'error': 0.1368567094265789}), (, {'error': 0.25228609733524576}), (, {'error': 0.39186135643690556}), (, {'error': 0.22978772371666611}), (, {'error': 0.1580861437412926}), (, {'error': 0.14569532583696065}), (, {'error': 2.5766624555674897}), (, {'error': 0.010634287503551443}), (, {'error': 0.021935743870301394}), (, {'error': 0.10099002435307058}), (, {'error': 0.41682550094684867}), (, {'error': 1.154170489064315})]) -Toy 5/25 -Time taken: 39 min, 40 s -Projected time left: 2 h, 38 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1318 (1318 total) | -| EDM = 3.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297126.6810664523 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.17 | 0.18 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.38 | 0.03 | | | -2 | 2 | | -| 2 | Dbar_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.11 | 0.21 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.6 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.800 | 0.026 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.593 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.05 | 0.15 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.21 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.42 | 0.16 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.75 | 0.12 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.07 | 0.13 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.28 | 0.57 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.34 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.02 | 0.14 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.01 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 2.93 | 0.25 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.472 | 0.007 | | | -2 | 2 | | -| 20| bplus_1 | -0.867 | 0.013 | | | -2 | 2 | | -| 21| p4160_p | -2.30 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.65 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.7 | 0.6 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.189 0.636 -0.090 0.029 0.366 0.536 0.528 0.020 -0.012 -0.111 -0.229 0.728 -0.496 0.697 0.038 0.524 0.149 0.282 -0.557 -0.574 -0.241 0.077 -0.020 | -| bplus_2 | 0.189 1.000 0.342 -0.077 0.017 0.131 0.231 0.210 0.020 -0.015 -0.041 -0.087 0.316 -0.096 0.348 0.086 0.209 0.140 0.097 -0.296 -0.298 -0.079 0.171 -0.063 | -| Dbar_p | 0.636 0.342 1.000 -0.103 0.032 0.403 0.611 0.606 0.022 -0.013 -0.223 -0.369 0.872 -0.731 0.860 0.052 0.544 0.191 0.493 -0.671 -0.694 -0.384 0.083 -0.021 | -| rho_s | -0.090 -0.077 -0.103 1.000 -0.253 -0.065 -0.099 -0.092 0.079 -0.002 0.013 0.039 -0.126 0.100 -0.115 -0.001 -0.084 -0.037 -0.046 0.126 0.105 0.046 0.084 -0.022 | -| omega_s | 0.029 0.017 0.032 -0.253 1.000 0.021 0.028 0.029 0.415 0.007 -0.007 -0.014 0.041 -0.033 0.038 -0.000 0.026 0.011 0.019 -0.037 -0.034 -0.016 0.062 0.023 | -| psi2s_p | 0.366 0.131 0.403 -0.065 0.021 1.000 0.456 0.352 0.015 -0.009 -0.208 -0.213 0.520 -0.317 0.503 0.077 0.300 0.123 0.329 -0.413 -0.425 -0.189 0.057 -0.016 | -| jpsi_p | 0.536 0.231 0.611 -0.099 0.028 0.456 1.000 0.547 0.021 -0.012 -0.050 -0.229 0.764 -0.629 0.747 0.089 0.475 0.212 0.460 -0.600 -0.620 -0.237 0.087 -0.031 | -| p4040_s | 0.528 0.210 0.606 -0.092 0.029 0.352 0.547 1.000 0.021 -0.013 -0.048 -0.282 0.704 -0.473 0.663 0.045 0.414 0.126 0.346 -0.557 -0.575 -0.416 0.084 -0.023 | -| omega_p | 0.020 0.020 0.022 0.079 0.415 0.015 0.021 0.021 1.000 -0.005 -0.003 -0.009 0.028 -0.023 0.026 0.000 0.019 0.008 0.012 -0.022 -0.021 -0.010 -0.059 0.010 | -| phi_p | -0.012 -0.015 -0.013 -0.002 0.007 -0.009 -0.012 -0.013 -0.005 1.000 0.002 0.005 -0.017 0.014 -0.016 -0.000 -0.012 -0.005 -0.008 0.011 0.012 0.006 -0.013 -0.198 | -| p3770_s | -0.111 -0.041 -0.223 0.013 -0.007 -0.208 -0.050 -0.048 -0.003 0.002 1.000 0.048 -0.155 0.105 -0.156 -0.135 -0.078 -0.007 0.054 0.139 0.139 0.093 -0.007 -0.003 | -| p4040_p | -0.229 -0.087 -0.369 0.039 -0.014 -0.213 -0.229 -0.282 -0.009 0.005 0.048 1.000 -0.349 0.210 -0.350 0.047 -0.062 -0.007 -0.008 0.268 0.274 0.189 -0.030 0.005 | -| DDstar_s | 0.728 0.316 0.872 -0.126 0.041 0.520 0.764 0.704 0.028 -0.017 -0.155 -0.349 1.000 -0.773 0.975 0.083 0.634 0.248 0.417 -0.817 -0.841 -0.388 0.104 -0.025 | -| Ctt | -0.496 -0.096 -0.731 0.100 -0.033 -0.317 -0.629 -0.473 -0.023 0.014 0.105 0.210 -0.773 1.000 -0.781 -0.101 -0.423 -0.193 -0.305 0.609 0.624 0.224 -0.090 0.023 | -| Dbar_s | 0.697 0.348 0.860 -0.115 0.038 0.503 0.747 0.663 0.026 -0.016 -0.156 -0.350 0.975 -0.781 1.000 0.147 0.591 0.221 0.388 -0.750 -0.773 -0.374 0.095 -0.023 | -| p3770_p | 0.038 0.086 0.052 -0.001 -0.000 0.077 0.089 0.045 0.000 -0.000 -0.135 0.047 0.083 -0.101 0.147 1.000 0.034 0.045 0.099 -0.021 -0.026 0.054 -0.008 0.002 | -| p4160_s | 0.524 0.209 0.544 -0.084 0.026 0.300 0.475 0.414 0.019 -0.012 -0.078 -0.062 0.634 -0.423 0.591 0.034 1.000 0.083 0.289 -0.496 -0.514 -0.282 0.078 -0.023 | -| p4415_p | 0.149 0.140 0.191 -0.037 0.011 0.123 0.212 0.126 0.008 -0.005 -0.007 -0.007 0.248 -0.193 0.221 0.045 0.083 1.000 0.218 -0.216 -0.226 0.036 0.039 -0.012 | -| DDstar_p | 0.282 0.097 0.493 -0.046 0.019 0.329 0.460 0.346 0.012 -0.008 0.054 -0.008 0.417 -0.305 0.388 0.099 0.289 0.218 1.000 -0.343 -0.348 0.029 0.032 -0.001 | -| bplus_0 | -0.557 -0.296 -0.671 0.126 -0.037 -0.413 -0.600 -0.557 -0.022 0.011 0.139 0.268 -0.817 0.609 -0.750 -0.021 -0.496 -0.216 -0.343 1.000 0.630 0.295 -0.050 0.009 | -| bplus_1 | -0.574 -0.298 -0.694 0.105 -0.034 -0.425 -0.620 -0.575 -0.021 0.012 0.139 0.274 -0.841 0.624 -0.773 -0.026 -0.514 -0.226 -0.348 0.630 1.000 0.302 -0.058 0.013 | -| p4160_p | -0.241 -0.079 -0.384 0.046 -0.016 -0.189 -0.237 -0.416 -0.010 0.006 0.093 0.189 -0.388 0.224 -0.374 0.054 -0.282 0.036 0.029 0.295 0.302 1.000 -0.038 0.009 | -| rho_p | 0.077 0.171 0.083 0.084 0.062 0.057 0.087 0.084 -0.059 -0.013 -0.007 -0.030 0.104 -0.090 0.095 -0.008 0.078 0.039 0.032 -0.050 -0.058 -0.038 1.000 0.035 | -| phi_s | -0.020 -0.063 -0.021 -0.022 0.023 -0.016 -0.031 -0.023 0.010 -0.198 -0.003 0.005 -0.025 0.023 -0.023 0.002 -0.023 -0.012 -0.001 0.009 0.013 0.009 0.035 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18346728341911356}), (, {'error': 0.034625753381866575}), (, {'error': 0.356764969233748}), (, {'error': 0.20965675393497984}), (, {'error': 0.7706643744676311}), (, {'error': 0.026285557320425035}), (, {'error': 0.02746111405580809}), (, {'error': 0.14855168091584164}), (, {'error': 0.20191163039102156}), (, {'error': 0.11456812409366535}), (, {'error': 0.15721291065952459}), (, {'error': 0.12383739163455498}), (, {'error': 0.4530968635943031}), (, {'error': 0.12625354112290077}), (, {'error': 0.5715095857625845}), (, {'error': 0.08711383737114353}), (, {'error': 0.13816740062741184}), (, {'error': 0.13193215073584508}), (, {'error': 0.25171307470738746}), (, {'error': 0.006559080849555032}), (, {'error': 0.012909491619707003}), (, {'error': 0.07406842623586596}), (, {'error': 0.23817488205531578}), (, {'error': 0.6145479078826437})]) -Toy 6/25 -Time taken: 47 min, 28 s -Projected time left: 2 h, 30 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1431 (1431 total) | -| EDM = 0.000132 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297240.13835075276 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 2 | Dbar_p | -1.53 | 0.31 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 6.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.615 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.67 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -5.34 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.64 | 0.22 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.14 | 0.28 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.72 | 0.20 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.13 | 0.20 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 4.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.419 | 0.030 | | | -2 | 2 | | -| 20| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 21| p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 22.5 | 0.9 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.083 0.037 0.023 -0.011 0.031 -0.006 0.198 0.001 -0.002 0.019 -0.021 -0.004 0.200 0.000 -0.078 0.325 -0.156 -0.036 -0.022 -0.067 -0.105 0.014 -0.016 | -| bplus_2 | 0.083 1.000 0.057 0.133 -0.068 -0.062 -0.234 -0.124 0.001 0.092 0.028 -0.001 0.017 -0.658 0.003 0.049 -0.158 -0.243 0.265 -0.125 -0.094 -0.025 -0.279 0.142 | -| Dbar_p | 0.037 0.057 1.000 0.041 -0.019 -0.106 0.093 -0.096 0.002 -0.003 -0.130 -0.123 -0.003 -0.331 0.025 0.218 -0.076 -0.111 -0.216 -0.038 -0.082 -0.063 0.029 -0.027 | -| rho_s | 0.023 0.133 0.041 1.000 -0.492 -0.003 -0.023 0.005 0.034 0.154 -0.012 -0.013 0.006 -0.037 0.001 -0.013 -0.002 -0.027 0.091 -0.436 0.375 -0.028 0.061 -0.057 | -| omega_s | -0.011 -0.068 -0.019 -0.492 1.000 -0.000 -0.002 -0.002 -0.215 -0.138 0.005 0.006 -0.003 0.013 -0.001 0.004 0.001 0.012 -0.042 0.217 -0.192 0.012 0.190 0.004 | -| psi2s_p | 0.031 -0.062 -0.106 -0.003 -0.000 1.000 0.012 0.009 0.000 -0.002 -0.398 -0.181 0.015 0.242 0.020 -0.035 -0.046 -0.040 -0.169 -0.012 0.056 -0.113 0.001 -0.005 | -| jpsi_p | -0.006 -0.234 0.093 -0.023 -0.002 0.012 1.000 0.035 0.000 0.022 -0.060 -0.083 0.045 0.297 0.044 -0.054 0.012 0.035 -0.195 0.118 -0.006 -0.052 -0.089 0.053 | -| p4040_s | 0.198 -0.124 -0.096 0.005 -0.002 0.009 0.035 1.000 0.001 -0.016 0.117 -0.195 -0.009 0.330 -0.006 -0.135 0.078 -0.149 -0.184 -0.047 0.052 -0.484 0.058 -0.044 | -| omega_p | 0.001 0.001 0.002 0.034 -0.215 0.000 0.000 0.001 1.000 0.011 0.000 -0.000 0.000 0.001 0.000 -0.000 0.001 -0.000 0.004 -0.017 0.015 -0.001 0.076 -0.008 | -| phi_p | -0.002 0.092 -0.003 0.154 -0.138 -0.002 0.022 -0.016 0.011 1.000 -0.011 -0.004 0.001 -0.029 0.000 0.003 -0.022 -0.018 0.006 -0.042 0.044 -0.001 -0.270 0.398 | -| p3770_s | 0.019 0.028 -0.130 -0.012 0.005 -0.398 -0.060 0.117 0.000 -0.011 1.000 -0.065 0.026 -0.087 0.020 -0.290 0.029 0.004 0.017 -0.003 -0.009 -0.032 0.025 -0.020 | -| p4040_p | -0.021 -0.001 -0.123 -0.013 0.006 -0.181 -0.083 -0.195 -0.000 -0.004 -0.065 1.000 0.019 -0.257 0.011 0.134 0.324 0.182 -0.018 -0.010 0.061 0.259 -0.001 -0.002 | -| DDstar_s | -0.004 0.017 -0.003 0.006 -0.003 0.015 0.045 -0.009 0.000 0.001 0.026 0.019 1.000 -0.007 -0.001 0.039 -0.001 0.010 0.039 -0.001 -0.018 0.039 0.000 -0.000 | -| Ctt | 0.200 -0.658 -0.331 -0.037 0.013 0.242 0.297 0.330 0.001 -0.029 -0.087 -0.257 -0.007 1.000 -0.006 -0.205 0.244 0.008 -0.025 0.032 0.079 -0.339 0.111 -0.064 | -| Dbar_s | 0.000 0.003 0.025 0.001 -0.001 0.020 0.044 -0.006 0.000 0.000 0.020 0.011 -0.001 -0.006 1.000 0.045 -0.002 0.005 0.005 -0.000 -0.007 0.023 0.002 -0.001 | -| p3770_p | -0.078 0.049 0.218 -0.013 0.004 -0.035 -0.054 -0.135 -0.000 0.003 -0.290 0.134 0.039 -0.205 0.045 1.000 -0.049 0.037 0.099 0.060 -0.098 0.149 -0.018 0.014 | -| p4160_s | 0.325 -0.158 -0.076 -0.002 0.001 -0.046 0.012 0.078 0.001 -0.022 0.029 0.324 -0.001 0.244 -0.002 -0.049 1.000 -0.111 -0.106 -0.032 0.028 -0.108 0.074 -0.052 | -| p4415_p | -0.156 -0.243 -0.111 -0.027 0.012 -0.040 0.035 -0.149 -0.000 -0.018 0.004 0.182 0.010 0.008 0.005 0.037 -0.111 1.000 -0.190 -0.019 0.130 0.321 0.052 -0.033 | -| DDstar_p | -0.036 0.265 -0.216 0.091 -0.042 -0.169 -0.195 -0.184 0.004 0.006 0.017 -0.018 0.039 -0.025 0.005 0.099 -0.106 -0.190 1.000 -0.061 -0.188 -0.063 -0.005 -0.015 | -| bplus_0 | -0.022 -0.125 -0.038 -0.436 0.217 -0.012 0.118 -0.047 -0.017 -0.042 -0.003 -0.010 -0.001 0.032 -0.000 0.060 -0.032 -0.019 -0.061 1.000 -0.929 0.018 0.006 0.153 | -| bplus_1 | -0.067 -0.094 -0.082 0.375 -0.192 0.056 -0.006 0.052 0.015 0.044 -0.009 0.061 -0.018 0.079 -0.007 -0.098 0.028 0.130 -0.188 -0.929 1.000 0.070 -0.019 -0.134 | -| p4160_p | -0.105 -0.025 -0.063 -0.028 0.012 -0.113 -0.052 -0.484 -0.001 -0.001 -0.032 0.259 0.039 -0.339 0.023 0.149 -0.108 0.321 -0.063 0.018 0.070 1.000 -0.015 0.012 | -| rho_p | 0.014 -0.279 0.029 0.061 0.190 0.001 -0.089 0.058 0.076 -0.270 0.025 -0.001 0.000 0.111 0.002 -0.018 0.074 0.052 -0.005 0.006 -0.019 -0.015 1.000 -0.163 | -| phi_s | -0.016 0.142 -0.027 -0.057 0.004 -0.005 0.053 -0.044 -0.008 0.398 -0.020 -0.002 -0.000 -0.064 -0.001 0.014 -0.052 -0.033 -0.015 0.153 -0.134 0.012 -0.163 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19454772009146093}), (, {'error': 0.0836111270623714}), (, {'error': 0.3085535341258048}), (, {'error': 0.3451310192895978}), (, {'error': 1.0076508442357195}), (, {'error': 0.03169178870480138}), (, {'error': 0.024212461894693504}), (, {'error': 0.1746068811004205}), (, {'error': 0.29281849292218887}), (, {'error': 0.12600010280638596}), (, {'error': 0.2236858230705283}), (, {'error': 0.27556080976236896}), (, {'error': 0.02443006116048696}), (, {'error': 0.2048862579117806}), (, {'error': 0.018242301601699595}), (, {'error': 0.08612390018364025}), (, {'error': 0.16869202577218112}), (, {'error': 0.19949489390714437}), (, {'error': 0.32371264381617415}), (, {'error': 0.030134724181750117}), (, {'error': 0.05930986486277856}), (, {'error': 0.09683244557140736}), (, {'error': 0.4050879140671886}), (, {'error': 0.9489522346175931})]) -Toy 7/25 -Time taken: 55 min, 48 s -Projected time left: 2 h, 23 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1365 (1365 total) | -| EDM = 3.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297161.5545369523 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.39 | 0.09 | | | -2 | 2 | | -| 2 | Dbar_p | 1.80 | 0.28 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.876 | 0.029 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.652 | 0.023 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.04 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -5.46 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.80 | 0.21 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.41 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.88 | 0.18 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.52 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.12 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.38 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 4.83 | 0.27 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 20| bplus_1 | 0.74 | 0.05 | | | -2 | 2 | | -| 21| p4160_p | -2.18 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 21.3 | 1.0 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.227 0.084 0.128 -0.059 0.040 -0.048 0.174 0.003 0.022 0.020 0.011 -0.003 0.074 -0.001 -0.061 0.292 -0.149 0.032 -0.223 0.146 -0.051 -0.025 -0.020 | -| bplus_2 | 0.227 1.000 0.140 0.441 -0.202 0.032 -0.214 -0.012 0.009 0.112 0.062 -0.014 0.005 -0.680 0.006 0.023 -0.045 -0.201 0.377 -0.777 0.674 -0.082 -0.241 0.027 | -| Dbar_p | 0.084 0.140 1.000 0.138 -0.066 -0.061 0.122 -0.046 0.003 0.019 -0.069 -0.121 0.005 -0.341 0.033 0.253 -0.047 -0.114 -0.136 -0.233 0.132 -0.080 0.004 -0.039 | -| rho_s | 0.128 0.441 0.138 1.000 -0.494 0.023 -0.064 0.019 0.016 0.149 0.032 -0.014 0.004 -0.250 0.004 0.030 0.011 -0.081 0.264 -0.535 0.498 -0.049 0.054 -0.035 | -| omega_s | -0.059 -0.202 -0.066 -0.494 1.000 -0.012 0.020 -0.010 -0.135 -0.120 -0.017 0.006 -0.002 0.110 -0.002 -0.017 -0.007 0.036 -0.123 0.246 -0.232 0.022 0.180 -0.001 | -| psi2s_p | 0.040 0.032 -0.061 0.023 -0.012 1.000 -0.044 0.008 0.001 0.000 -0.390 -0.196 0.038 0.162 0.040 0.026 -0.042 -0.078 -0.018 -0.039 0.034 -0.131 -0.002 -0.008 | -| jpsi_p | -0.048 -0.214 0.122 -0.064 0.020 -0.044 1.000 -0.018 0.000 0.003 -0.050 -0.077 0.073 0.283 0.065 0.023 -0.026 0.001 -0.006 0.199 -0.180 -0.028 -0.066 0.048 | -| p4040_s | 0.174 -0.012 -0.046 0.019 -0.010 0.008 -0.018 1.000 0.000 -0.005 0.100 -0.169 0.003 0.258 -0.004 -0.125 0.073 -0.156 -0.105 -0.045 0.024 -0.479 0.030 -0.026 | -| omega_p | 0.003 0.009 0.003 0.016 -0.135 0.001 0.000 0.000 1.000 0.006 0.001 -0.000 -0.000 -0.005 -0.000 0.001 0.000 -0.001 0.005 -0.010 0.010 -0.001 0.036 -0.004 | -| phi_p | 0.022 0.112 0.019 0.149 -0.120 0.000 0.003 -0.005 0.006 1.000 -0.002 -0.009 0.002 -0.049 0.002 0.008 -0.009 -0.025 0.046 -0.090 0.092 -0.013 -0.215 0.498 | -| p3770_s | 0.020 0.062 -0.069 0.032 -0.017 -0.390 -0.050 0.100 0.001 -0.002 1.000 -0.040 0.036 -0.123 0.040 -0.237 0.026 -0.004 0.108 -0.073 0.044 -0.019 0.016 -0.026 | -| p4040_p | 0.011 -0.014 -0.121 -0.014 0.006 -0.196 -0.077 -0.169 -0.000 -0.009 -0.040 1.000 0.038 -0.178 0.030 0.115 0.295 0.119 0.036 0.010 0.008 0.141 0.017 -0.012 | -| DDstar_s | -0.003 0.005 0.005 0.004 -0.002 0.038 0.073 0.003 -0.000 0.002 0.036 0.038 1.000 -0.009 -0.004 0.036 0.004 0.033 0.038 -0.006 0.003 0.055 -0.001 0.000 | -| Ctt | 0.074 -0.680 -0.341 -0.250 0.110 0.162 0.283 0.258 -0.005 -0.049 -0.123 -0.178 -0.009 1.000 -0.005 -0.155 0.215 0.073 -0.140 0.466 -0.403 -0.207 0.101 0.007 | -| Dbar_s | -0.001 0.006 0.033 0.004 -0.002 0.040 0.065 -0.004 -0.000 0.002 0.040 0.030 -0.004 -0.005 1.000 0.056 -0.002 0.016 -0.001 -0.007 0.004 0.037 0.001 -0.001 | -| p3770_p | -0.061 0.023 0.253 0.030 -0.017 0.026 0.023 -0.125 0.001 0.008 -0.237 0.115 0.036 -0.155 0.056 1.000 -0.061 0.026 0.151 -0.036 -0.008 0.135 -0.014 -0.002 | -| p4160_s | 0.292 -0.045 -0.047 0.011 -0.007 -0.042 -0.026 0.073 0.000 -0.009 0.026 0.295 0.004 0.215 -0.002 -0.061 1.000 -0.133 -0.074 -0.033 0.005 -0.156 0.043 -0.033 | -| p4415_p | -0.149 -0.201 -0.114 -0.081 0.036 -0.078 0.001 -0.156 -0.001 -0.025 -0.004 0.119 0.033 0.073 0.016 0.026 -0.133 1.000 -0.106 0.127 -0.090 0.247 0.057 -0.017 | -| DDstar_p | 0.032 0.377 -0.136 0.264 -0.123 -0.018 -0.006 -0.105 0.005 0.046 0.108 0.036 0.038 -0.140 -0.001 0.151 -0.074 -0.106 1.000 -0.437 0.275 0.054 -0.046 -0.038 | -| bplus_0 | -0.223 -0.777 -0.233 -0.535 0.246 -0.039 0.199 -0.045 -0.010 -0.090 -0.073 0.010 -0.006 0.466 -0.007 -0.036 -0.033 0.127 -0.437 1.000 -0.955 0.078 0.106 0.081 | -| bplus_1 | 0.146 0.674 0.132 0.498 -0.232 0.034 -0.180 0.024 0.010 0.092 0.044 0.008 0.003 -0.403 0.004 -0.008 0.005 -0.090 0.275 -0.955 1.000 -0.046 -0.125 -0.065 | -| p4160_p | -0.051 -0.082 -0.080 -0.049 0.022 -0.131 -0.028 -0.479 -0.001 -0.013 -0.019 0.141 0.055 -0.207 0.037 0.135 -0.156 0.247 0.054 0.078 -0.046 1.000 0.018 -0.002 | -| rho_p | -0.025 -0.241 0.004 0.054 0.180 -0.002 -0.066 0.030 0.036 -0.215 0.016 0.017 -0.001 0.101 0.001 -0.014 0.043 0.057 -0.046 0.106 -0.125 0.018 1.000 -0.115 | -| phi_s | -0.020 0.027 -0.039 -0.035 -0.001 -0.008 0.048 -0.026 -0.004 0.498 -0.026 -0.012 0.000 0.007 -0.001 -0.002 -0.033 -0.017 -0.038 0.081 -0.065 -0.002 -0.115 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18807182978145032}), (, {'error': 0.09467035797889123}), (, {'error': 0.28327932528619426}), (, {'error': 0.3554407868513915}), (, {'error': 1.009290407379511}), (, {'error': 0.029161716302032126}), (, {'error': 0.023069444952191098}), (, {'error': 0.15902547366358943}), (, {'error': 0.1689906937172294}), (, {'error': 0.14082642314039795}), (, {'error': 0.205734521422261}), (, {'error': 0.16387108502389358}), (, {'error': 0.0314916569532786}), (, {'error': 0.1839492657314456}), (, {'error': 0.026431963184735285}), (, {'error': 0.0832593092362679}), (, {'error': 0.16033340878658875}), (, {'error': 0.15545903653556103}), (, {'error': 0.2669787308928484}), (, {'error': 0.03293394368156455}), (, {'error': 0.0477804158987416}), (, {'error': 0.09325705247472449}), (, {'error': 0.32364647338162333}), (, {'error': 0.9877135858253041})]) -Toy 8/25 -Time taken: 1 h, 3 min -Projected time left: 2 h, 15 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=349 (349 total) | -| EDM = 6.89E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297386.85635096935 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.15 | 1.98 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.111 | 0.015 | | | -2 | 2 | | -| 2 | Dbar_p | -0.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.80 | 0.08 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.51 | 0.29 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 2.111 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.741 | 0.007 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.04 | 1.87 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.15 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 5.62 | 0.06 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 0.921 | 0.003 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.5 | 1.8 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -3.000E-1 | 0.011E-1 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.23 | 0.05 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 3.000E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 15| p3770_p | -6.277 | 0.006 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.00 | 0.08 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 3.1 | 4.2 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -4.68 | 0.06 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.384 | 0.001 | | | -2 | 2 | | -| 20| bplus_1 | 0.769 | 0.003 | | | -2 | 2 | | -| 21| p4160_p | -1.85 | 0.04 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -1.41 | 0.14 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 17.40 | 0.28 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.687 -0.240 0.018 -0.003 -0.291 -0.170 0.969 -0.004 -0.012 -0.008 -0.944 -0.014 0.815 -0.002 -0.012 0.812 0.999 -0.710 -0.681 -0.685 -0.611 -0.033 -0.002 | -| bplus_2 | 0.687 1.000 -0.194 0.034 0.002 -0.193 -0.095 0.644 -0.009 -0.017 -0.005 -0.629 -0.010 0.525 -0.000 -0.007 0.552 0.686 -0.500 -0.494 -0.497 -0.418 -0.044 0.012 | -| Dbar_p | -0.240 -0.194 1.000 0.004 0.002 0.087 0.097 -0.253 -0.001 -0.000 0.004 0.246 0.002 -0.214 0.001 0.002 -0.203 -0.240 0.141 0.127 0.127 0.167 -0.001 0.004 | -| rho_s | 0.018 0.034 0.004 1.000 -0.048 -0.006 0.002 0.020 0.030 -0.005 -0.000 -0.020 -0.000 0.022 -0.000 -0.000 0.016 0.018 -0.004 -0.004 0.000 -0.012 -0.006 -0.006 | -| omega_s | -0.003 0.002 0.002 -0.048 1.000 0.001 0.001 -0.003 0.040 -0.004 0.000 0.003 0.000 -0.001 -0.000 0.000 -0.002 -0.003 0.003 0.003 0.003 0.002 -0.010 0.002 | -| psi2s_p | -0.291 -0.193 0.087 -0.006 0.001 1.000 0.040 -0.313 0.001 0.004 0.005 0.303 0.006 -0.230 0.001 0.008 -0.242 -0.291 0.204 0.196 0.197 0.194 0.010 -0.000 | -| jpsi_p | -0.170 -0.095 0.097 0.002 0.001 0.040 1.000 -0.163 -0.000 0.001 0.001 0.159 0.006 -0.114 0.000 0.002 -0.138 -0.170 0.140 0.140 0.139 0.106 0.007 0.002 | -| p4040_s | 0.969 0.644 -0.253 0.020 -0.003 -0.313 -0.163 1.000 -0.005 -0.013 -0.007 -0.972 -0.010 0.788 0.000 -0.012 0.780 0.968 -0.717 -0.686 -0.688 -0.638 -0.035 -0.001 | -| omega_p | -0.004 -0.009 -0.001 0.030 0.040 0.001 -0.000 -0.005 1.000 0.003 0.000 0.005 0.000 -0.005 0.000 0.000 -0.004 -0.004 0.001 -0.000 -0.000 0.003 0.002 0.001 | -| phi_p | -0.012 -0.017 -0.000 -0.005 -0.004 0.004 0.001 -0.013 0.003 1.000 0.000 0.013 0.000 -0.012 0.000 0.000 -0.010 -0.012 0.005 0.001 0.002 0.008 0.004 0.045 | -| p3770_s | -0.008 -0.005 0.004 -0.000 0.000 0.005 0.001 -0.007 0.000 0.000 1.000 0.007 0.000 -0.007 -0.000 -0.002 -0.007 -0.008 0.007 0.006 0.006 0.005 0.000 0.000 | -| p4040_p | -0.944 -0.629 0.246 -0.020 0.003 0.303 0.159 -0.972 0.005 0.013 0.007 1.000 0.010 -0.771 0.000 0.012 -0.757 -0.943 0.699 0.669 0.671 0.620 0.034 0.001 | -| DDstar_s | -0.014 -0.010 0.002 -0.000 0.000 0.006 0.006 -0.010 0.000 0.000 0.000 0.010 1.000 -0.012 0.000 -0.000 -0.011 -0.014 0.009 0.009 0.009 0.008 0.000 -0.000 | -| Ctt | 0.815 0.525 -0.214 0.022 -0.001 -0.230 -0.114 0.788 -0.005 -0.012 -0.007 -0.771 -0.012 1.000 -0.000 -0.008 0.671 0.815 -0.577 -0.558 -0.561 -0.519 -0.033 0.002 | -| Dbar_s | -0.002 -0.000 0.001 -0.000 -0.000 0.001 0.000 0.000 0.000 0.000 -0.000 0.000 0.000 -0.000 1.000 -0.000 -0.001 -0.002 0.002 0.002 0.002 0.001 0.000 -0.000 | -| p3770_p | -0.012 -0.007 0.002 -0.000 0.000 0.008 0.002 -0.012 0.000 0.000 -0.002 0.012 -0.000 -0.008 -0.000 1.000 -0.010 -0.012 0.009 0.009 0.009 0.008 0.001 -0.000 | -| p4160_s | 0.812 0.552 -0.203 0.016 -0.002 -0.242 -0.138 0.780 -0.004 -0.010 -0.007 -0.757 -0.011 0.671 -0.001 -0.010 1.000 0.811 -0.589 -0.566 -0.569 -0.491 -0.028 -0.001 | -| p4415_p | 0.999 0.686 -0.240 0.018 -0.003 -0.291 -0.170 0.968 -0.004 -0.012 -0.008 -0.943 -0.014 0.815 -0.002 -0.012 0.811 1.000 -0.710 -0.681 -0.685 -0.609 -0.033 -0.002 | -| DDstar_p | -0.710 -0.500 0.141 -0.004 0.003 0.204 0.140 -0.717 0.001 0.005 0.007 0.699 0.009 -0.577 0.002 0.009 -0.589 -0.710 1.000 0.448 0.450 0.462 0.015 0.005 | -| bplus_0 | -0.681 -0.494 0.127 -0.004 0.003 0.196 0.140 -0.686 -0.000 0.001 0.006 0.669 0.009 -0.558 0.002 0.009 -0.566 -0.681 0.448 1.000 0.421 0.441 0.004 0.010 | -| bplus_1 | -0.685 -0.497 0.127 0.000 0.003 0.197 0.139 -0.688 -0.000 0.002 0.006 0.671 0.009 -0.561 0.002 0.009 -0.569 -0.685 0.450 0.421 1.000 0.442 0.007 0.009 | -| p4160_p | -0.611 -0.418 0.167 -0.012 0.002 0.194 0.106 -0.638 0.003 0.008 0.005 0.620 0.008 -0.519 0.001 0.008 -0.491 -0.609 0.462 0.441 0.442 1.000 0.022 0.001 | -| rho_p | -0.033 -0.044 -0.001 -0.006 -0.010 0.010 0.007 -0.035 0.002 0.004 0.000 0.034 0.000 -0.033 0.000 0.001 -0.028 -0.033 0.015 0.004 0.007 0.022 1.000 0.009 | -| phi_s | -0.002 0.012 0.004 -0.006 0.002 -0.000 0.002 -0.001 0.001 0.045 0.000 0.001 -0.000 0.002 -0.000 -0.000 -0.001 -0.002 0.005 0.010 0.009 0.001 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.9786679277059314}), (, {'error': 0.015170567174607408}), (, {'error': 0.05478606331686153}), (, {'error': 0.08424183818169984}), (, {'error': 0.2854982819485343}), (, {'error': 0.009293187105416933}), (, {'error': 0.007453627256687412}), (, {'error': 1.868293609315712}), (, {'error': 0.06541486480726277}), (, {'error': 0.06026189789597325}), (, {'error': 0.0034306925936017363}), (, {'error': 1.7802258116895846}), (, {'error': 0.0010785554799582764}), (, {'error': 0.05272902436235605}), (, {'error': 0.0007837823979648384}), (, {'error': 0.006261613513352859}), (, {'error': 0.08025987011428648}), (, {'error': 4.214624106710087}), (, {'error': 0.0574630526126616}), (, {'error': 0.001491025385024547}), (, {'error': 0.002973866160082883}), (, {'error': 0.03813010363225766}), (, {'error': 0.13539384035161195}), (, {'error': 0.2769722826737908})]) -Toy 9/25 -Time taken: 1 h, 8 min -Projected time left: 2 h, 1 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1419 (1419 total) | -| EDM = 2.8E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297088.354218811 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.06 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.10 | 0.09 | | | -2 | 2 | | -| 2 | Dbar_p | -4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 4 | 5 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.858 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.633 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.00 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -0.31 | 0.43 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.79 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.45 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.86 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.15 | 0.20 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.65 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.13 | 0.20 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 20| bplus_1 | 0.89 | 0.07 | | | -2 | 2 | | -| 21| p4160_p | -2.14 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 0.16 | 0.35 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 21.0 | 1.0 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.073 0.052 0.033 -0.018 0.030 -0.006 0.165 -0.011 -0.000 0.021 0.023 -0.009 0.182 -0.002 -0.058 0.305 -0.129 -0.037 -0.047 -0.042 -0.034 -0.013 -0.018 | -| bplus_2 | 0.073 1.000 0.021 -0.043 -0.105 -0.077 -0.203 -0.107 -0.058 0.084 0.029 -0.037 0.038 -0.620 0.009 0.060 -0.133 -0.259 0.300 -0.089 -0.157 -0.061 -0.261 0.136 | -| Dbar_p | 0.052 0.021 1.000 0.063 -0.031 -0.083 0.177 -0.035 -0.019 0.001 -0.148 -0.159 -0.015 -0.391 0.058 0.283 -0.049 -0.116 -0.284 -0.076 -0.052 -0.080 -0.019 -0.032 | -| rho_s | 0.033 -0.043 0.063 1.000 -0.359 -0.009 -0.055 0.023 -0.326 -0.021 0.008 -0.014 0.013 0.013 0.005 0.010 0.033 -0.016 0.110 -0.337 0.263 -0.030 -0.092 -0.117 | -| omega_s | -0.018 -0.105 -0.031 -0.359 1.000 0.007 -0.015 0.006 0.606 -0.196 0.005 0.015 -0.011 0.036 -0.003 -0.014 0.008 0.036 -0.088 0.275 -0.229 0.022 0.675 -0.009 | -| psi2s_p | 0.030 -0.077 -0.083 -0.009 0.007 1.000 0.010 0.052 0.004 -0.004 -0.410 -0.189 0.026 0.262 0.038 -0.044 -0.025 -0.045 -0.141 0.012 0.040 -0.133 0.012 -0.003 | -| jpsi_p | -0.006 -0.203 0.177 -0.055 -0.015 0.010 1.000 0.036 -0.009 0.017 -0.070 -0.088 0.078 0.229 0.086 -0.015 -0.000 0.021 -0.190 0.107 -0.013 -0.050 -0.047 0.042 | -| p4040_s | 0.165 -0.107 -0.035 0.023 0.006 0.052 0.036 1.000 0.003 -0.013 0.129 -0.201 -0.018 0.333 -0.013 -0.146 0.079 -0.182 -0.158 -0.026 0.029 -0.509 0.032 -0.032 | -| omega_p | -0.011 -0.058 -0.019 -0.326 0.606 0.004 -0.009 0.003 1.000 -0.109 0.002 0.009 -0.006 0.020 -0.001 -0.009 0.003 0.021 -0.054 0.161 -0.133 0.013 0.277 0.009 | -| phi_p | -0.000 0.084 0.001 -0.021 -0.196 -0.004 0.017 -0.013 -0.109 1.000 -0.010 -0.009 0.004 -0.025 0.002 0.005 -0.018 -0.021 0.017 -0.054 0.051 -0.007 -0.298 0.493 | -| p3770_s | 0.021 0.029 -0.148 0.008 0.005 -0.410 -0.070 0.129 0.002 -0.010 1.000 -0.050 0.051 -0.048 0.039 -0.285 0.039 -0.005 0.073 -0.005 -0.017 -0.040 0.020 -0.021 | -| p4040_p | 0.023 -0.037 -0.159 -0.014 0.015 -0.189 -0.088 -0.201 0.009 -0.009 -0.050 1.000 0.046 -0.167 0.030 0.094 0.313 0.153 -0.035 0.010 0.053 0.194 0.025 -0.008 | -| DDstar_s | -0.009 0.038 -0.015 0.013 -0.011 0.026 0.078 -0.018 -0.006 0.004 0.051 0.046 1.000 -0.014 -0.004 0.065 -0.003 0.022 0.093 -0.016 -0.024 0.076 -0.014 -0.001 | -| Ctt | 0.182 -0.620 -0.391 0.013 0.036 0.262 0.229 0.333 0.020 -0.025 -0.048 -0.167 -0.014 1.000 -0.023 -0.220 0.264 0.012 0.046 0.057 0.059 -0.274 0.098 -0.049 | -| Dbar_s | -0.002 0.009 0.058 0.005 -0.003 0.038 0.086 -0.013 -0.001 0.002 0.039 0.030 -0.004 -0.023 1.000 0.081 -0.005 0.013 0.001 -0.005 -0.008 0.048 -0.002 -0.001 | -| p3770_p | -0.058 0.060 0.283 0.010 -0.014 -0.044 -0.015 -0.146 -0.009 0.005 -0.285 0.094 0.065 -0.220 0.081 1.000 -0.061 0.013 0.128 0.013 -0.100 0.126 -0.018 -0.000 | -| p4160_s | 0.305 -0.133 -0.049 0.033 0.008 -0.025 -0.000 0.079 0.003 -0.018 0.039 0.313 -0.003 0.264 -0.005 -0.061 1.000 -0.172 -0.084 -0.027 0.013 -0.147 0.043 -0.044 | -| p4415_p | -0.129 -0.259 -0.116 -0.016 0.036 -0.045 0.021 -0.182 0.021 -0.021 -0.005 0.153 0.022 0.012 0.013 0.013 -0.172 1.000 -0.185 0.032 0.105 0.303 0.070 -0.024 | -| DDstar_p | -0.037 0.300 -0.284 0.110 -0.088 -0.141 -0.190 -0.158 -0.054 0.017 0.073 -0.035 0.093 0.046 0.001 0.128 -0.084 -0.185 1.000 -0.158 -0.157 -0.047 -0.110 -0.021 | -| bplus_0 | -0.047 -0.089 -0.076 -0.337 0.275 0.012 0.107 -0.026 0.161 -0.054 -0.005 0.010 -0.016 0.057 -0.005 0.013 -0.027 0.032 -0.158 1.000 -0.901 0.040 0.332 0.123 | -| bplus_1 | -0.042 -0.157 -0.052 0.263 -0.229 0.040 -0.013 0.029 -0.133 0.051 -0.017 0.053 -0.024 0.059 -0.008 -0.100 0.013 0.105 -0.157 -0.901 1.000 0.049 -0.280 -0.102 | -| p4160_p | -0.034 -0.061 -0.080 -0.030 0.022 -0.133 -0.050 -0.509 0.013 -0.007 -0.040 0.194 0.076 -0.274 0.048 0.126 -0.147 0.303 -0.047 0.040 0.049 1.000 0.027 0.003 | -| rho_p | -0.013 -0.261 -0.019 -0.092 0.675 0.012 -0.047 0.032 0.277 -0.298 0.020 0.025 -0.014 0.098 -0.002 -0.018 0.043 0.070 -0.110 0.332 -0.280 0.027 1.000 -0.067 | -| phi_s | -0.018 0.136 -0.032 -0.117 -0.009 -0.003 0.042 -0.032 0.009 0.493 -0.021 -0.008 -0.001 -0.049 -0.001 -0.000 -0.044 -0.024 -0.021 0.123 -0.102 0.003 -0.067 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19386352516170752}), (, {'error': 0.0924474908105144}), (, {'error': 0.4053550618859729}), (, {'error': 0.37614746051085857}), (, {'error': 4.524695091522446}), (, {'error': 0.03138462135260589}), (, {'error': 0.024144483128105243}), (, {'error': 0.17678379170721603}), (, {'error': 0.42809810209378574}), (, {'error': 0.14786201930933984}), (, {'error': 0.23260515268008275}), (, {'error': 0.18256139377984582}), (, {'error': 0.045446385246925125}), (, {'error': 0.202058033459402}), (, {'error': 0.03455108218351943}), (, {'error': 0.09257048084028874}), (, {'error': 0.17120808382489106}), (, {'error': 0.20334928446001954}), (, {'error': 0.41537010092075466}), (, {'error': 0.03434174847754501}), (, {'error': 0.06611263102483922}), (, {'error': 0.09679666009222787}), (, {'error': 0.351435939404364}), (, {'error': 1.0025848006342883})]) -Toy 10/25 -Time taken: 1 h, 17 min -Projected time left: 1 h, 55 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1262 (1262 total) | -| EDM = 0.000113 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297409.39862557995 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.25 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.29 | 0.08 | | | -2 | 2 | | -| 2 | Dbar_p | 6.20 | 0.23 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.4 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.968 | 0.028 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.635 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.15 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.90 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 2.57 | 0.12 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.44 | 0.16 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.300 | 0.010 | | | -0.3 | 0.3 | | -| 15| p3770_p | -6.283 | 0.019 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 0.717 | 0.011 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -1.2 | 0.8 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.453 | 0.018 | | | -2 | 2 | | -| 20| bplus_1 | -0.85 | 0.03 | | | -2 | 2 | | -| 21| p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 21.0 | 0.9 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.152 -0.049 0.016 0.004 -0.024 -0.105 -0.050 0.000 -0.024 0.000 0.116 0.014 0.266 0.004 0.001 0.003 -0.163 0.002 0.035 0.042 -0.004 0.081 -0.043 | -| bplus_2 | 0.152 1.000 -0.096 -0.031 0.052 0.011 -0.239 0.065 -0.002 -0.098 0.001 0.121 0.022 0.735 0.005 0.004 -0.001 0.178 -0.021 -0.028 -0.180 -0.003 0.305 -0.161 | -| Dbar_p | -0.049 -0.096 1.000 0.008 -0.003 0.288 0.372 -0.102 -0.000 0.004 0.002 0.076 0.001 -0.025 0.000 -0.011 0.006 0.002 0.003 0.014 0.061 -0.000 0.005 -0.002 | -| rho_s | 0.016 -0.031 0.008 1.000 -0.471 0.014 0.014 0.008 0.021 0.103 -0.000 0.013 -0.006 0.005 -0.002 -0.000 -0.000 -0.017 -0.002 0.267 -0.236 -0.000 0.137 -0.020 | -| omega_s | 0.004 0.052 -0.003 -0.471 1.000 -0.004 -0.012 -0.001 -0.098 -0.145 -0.000 0.004 0.002 0.014 0.001 0.000 -0.000 0.009 -0.000 -0.102 0.098 -0.000 0.253 -0.039 | -| psi2s_p | -0.024 0.011 0.288 0.014 -0.004 1.000 0.142 0.171 0.000 -0.011 0.006 -0.098 0.003 0.141 0.013 0.007 -0.000 -0.064 0.089 0.036 0.032 0.003 0.034 -0.025 | -| jpsi_p | -0.105 -0.239 0.372 0.014 -0.012 0.142 1.000 -0.084 0.001 -0.014 -0.000 0.002 0.000 -0.370 -0.000 -0.006 0.004 0.026 0.132 0.057 0.066 0.001 0.008 -0.034 | -| p4040_s | -0.050 0.065 -0.102 0.008 -0.001 0.171 -0.084 1.000 0.000 -0.002 -0.002 -0.152 0.002 0.338 -0.006 0.004 -0.002 -0.111 -0.044 -0.001 0.035 0.010 0.014 -0.003 | -| omega_p | 0.000 -0.002 -0.000 0.021 -0.098 0.000 0.001 0.000 1.000 0.007 0.000 0.000 -0.000 -0.000 -0.000 -0.000 0.000 -0.000 -0.000 0.005 -0.004 0.000 0.015 -0.001 | -| phi_p | -0.024 -0.098 0.004 0.103 -0.145 -0.011 -0.014 -0.002 0.007 1.000 0.000 -0.027 -0.000 -0.037 0.001 -0.000 0.000 -0.010 0.003 0.017 -0.026 0.001 -0.290 0.475 | -| p3770_s | 0.000 0.001 0.002 -0.000 -0.000 0.006 -0.000 -0.002 0.000 0.000 1.000 0.000 -0.000 0.002 -0.000 -0.001 0.000 0.001 0.000 -0.000 -0.001 -0.000 -0.000 0.000 | -| p4040_p | 0.116 0.121 0.076 0.013 0.004 -0.098 0.002 -0.152 0.000 -0.027 0.000 1.000 0.011 0.097 0.010 -0.005 -0.009 -0.161 0.076 0.050 0.011 0.002 0.082 -0.049 | -| DDstar_s | 0.014 0.022 0.001 -0.006 0.002 0.003 0.000 0.002 -0.000 -0.000 -0.000 0.011 1.000 0.009 -0.001 0.000 -0.000 0.003 0.004 -0.003 -0.034 -0.000 -0.001 -0.000 | -| Ctt | 0.266 0.735 -0.025 0.005 0.014 0.141 -0.370 0.338 -0.000 -0.037 0.002 0.097 0.009 1.000 0.021 0.009 -0.008 -0.124 -0.026 0.013 -0.113 -0.001 0.148 -0.071 | -| Dbar_s | 0.004 0.005 0.000 -0.002 0.001 0.013 -0.000 -0.006 -0.000 0.001 -0.000 0.010 -0.001 0.021 1.000 -0.000 0.000 0.004 -0.001 -0.002 -0.011 -0.000 -0.002 0.001 | -| p3770_p | 0.001 0.004 -0.011 -0.000 0.000 0.007 -0.006 0.004 -0.000 -0.000 -0.001 -0.005 0.000 0.009 -0.000 1.000 -0.000 -0.002 -0.002 -0.001 0.000 0.000 0.001 -0.000 | -| p4160_s | 0.003 -0.001 0.006 -0.000 -0.000 -0.000 0.004 -0.002 0.000 0.000 0.000 -0.009 -0.000 -0.008 0.000 -0.000 1.000 0.005 0.002 0.000 -0.002 -0.001 -0.001 0.000 | -| p4415_p | -0.163 0.178 0.002 -0.017 0.009 -0.064 0.026 -0.111 -0.000 -0.010 0.001 -0.161 0.003 -0.124 0.004 -0.002 0.005 1.000 0.017 -0.001 -0.133 0.006 0.027 -0.017 | -| DDstar_p | 0.002 -0.021 0.003 -0.002 -0.000 0.089 0.132 -0.044 -0.000 0.003 0.000 0.076 0.004 -0.026 -0.001 -0.002 0.002 0.017 1.000 -0.000 -0.003 -0.001 -0.005 0.002 | -| bplus_0 | 0.035 -0.028 0.014 0.267 -0.102 0.036 0.057 -0.001 0.005 0.017 -0.000 0.050 -0.003 0.013 -0.002 -0.001 0.000 -0.001 -0.000 1.000 -0.939 -0.001 0.019 -0.024 | -| bplus_1 | 0.042 -0.180 0.061 -0.236 0.098 0.032 0.066 0.035 -0.004 -0.026 -0.001 0.011 -0.034 -0.113 -0.011 0.000 -0.002 -0.133 -0.003 -0.939 1.000 -0.000 -0.001 0.015 | -| p4160_p | -0.004 -0.003 -0.000 -0.000 -0.000 0.003 0.001 0.010 0.000 0.001 -0.000 0.002 -0.000 -0.001 -0.000 0.000 -0.001 0.006 -0.001 -0.001 -0.000 1.000 -0.002 0.001 | -| rho_p | 0.081 0.305 0.005 0.137 0.253 0.034 0.008 0.014 0.015 -0.290 -0.000 0.082 -0.001 0.148 -0.002 0.001 -0.001 0.027 -0.005 0.019 -0.001 -0.002 1.000 -0.176 | -| phi_s | -0.043 -0.161 -0.002 -0.020 -0.039 -0.025 -0.034 -0.003 -0.001 0.475 0.000 -0.049 -0.000 -0.071 0.001 -0.000 0.000 -0.017 0.002 -0.024 0.015 0.001 -0.176 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18791951012069139}), (, {'error': 0.07691057389394551}), (, {'error': 0.2258511042597151}), (, {'error': 0.32680660450591215}), (, {'error': 1.0035887201761273}), (, {'error': 0.027550413765638382}), (, {'error': 0.025725376843508396}), (, {'error': 0.16306384707086796}), (, {'error': 0.11860794712065292}), (, {'error': 0.15133993935828283}), (, {'error': 0.010411392907680672}), (, {'error': 0.12478200770706316}), (, {'error': 0.017337866274878655}), (, {'error': 0.1616649427915352}), (, {'error': 0.010273127738014476}), (, {'error': 0.018625971063378266}), (, {'error': 0.01097344394943528}), (, {'error': 0.7671509122360765}), (, {'error': 0.17172658565342047}), (, {'error': 0.01779489007796009}), (, {'error': 0.03355388902575862}), (, {'error': 0.011927978826625107}), (, {'error': 0.3951759390523044}), (, {'error': 0.9261285753312709})]) -Toy 11/25 -Time taken: 1 h, 25 min -Projected time left: 1 h, 48 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1580 (1580 total) | -| EDM = 0.00014 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297224.5765910531 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.48 | 0.15 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.15 | 0.05 | | | -2 | 2 | | -| 2 | Dbar_p | 3.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.51 | 0.27 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 7.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.69 | 0.05 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.38 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -5.98 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -6.06 | 0.27 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.51 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -3.20 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.28 | 0.51 | | | -0.3 | 0.3 | | -| 13| Ctt | 0.44 | 0.13 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 1.68 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.35 | 0.26 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.508 | 0.007 | | | -2 | 2 | | -| 20| bplus_1 | -0.991 | 0.013 | | | -2 | 2 | | -| 21| p4160_p | -2.40 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.23 | 0.56 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.1 | 1.1 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.050 0.142 0.003 0.001 0.093 0.104 0.103 0.002 0.006 0.085 0.143 0.135 0.076 0.081 0.007 0.232 0.083 0.023 0.031 0.037 0.142 -0.007 0.007 | -| bplus_2 | -0.050 1.000 0.099 0.010 0.028 0.029 0.034 0.028 0.026 0.016 0.042 0.076 0.071 0.308 0.103 0.039 0.075 0.114 0.049 -0.169 -0.194 0.089 0.186 -0.031 | -| Dbar_p | 0.142 0.099 1.000 -0.043 0.020 0.648 0.793 0.539 0.013 0.034 0.485 0.760 0.948 -0.542 0.571 0.210 0.534 0.808 0.746 -0.438 -0.428 0.760 -0.082 0.064 | -| rho_s | 0.003 0.010 -0.043 1.000 -0.237 -0.034 -0.043 -0.021 0.064 0.021 -0.028 -0.041 -0.048 0.033 -0.016 -0.015 -0.022 -0.043 -0.011 0.102 0.034 -0.043 0.058 -0.009 | -| omega_s | 0.001 0.028 0.020 -0.237 1.000 0.017 0.018 0.013 0.693 -0.042 0.015 0.021 0.024 -0.016 0.009 0.004 0.014 0.022 0.008 -0.028 -0.004 0.021 0.197 0.002 | -| psi2s_p | 0.093 0.029 0.648 -0.034 0.017 1.000 0.711 0.419 0.011 0.028 0.349 0.622 0.742 -0.284 0.411 0.287 0.387 0.652 0.560 -0.342 -0.333 0.635 -0.066 0.052 | -| jpsi_p | 0.104 0.034 0.793 -0.043 0.018 0.711 1.000 0.499 0.012 0.030 0.593 0.802 0.901 -0.547 0.514 0.334 0.501 0.810 0.679 -0.416 -0.407 0.795 -0.071 0.053 | -| p4040_s | 0.103 0.028 0.539 -0.021 0.013 0.419 0.499 1.000 0.010 0.023 0.397 0.410 0.554 -0.157 0.329 0.144 0.209 0.425 0.370 -0.213 -0.206 0.330 -0.039 0.036 | -| omega_p | 0.002 0.026 0.013 0.064 0.693 0.011 0.012 0.010 1.000 0.016 0.011 0.014 0.016 -0.009 0.008 0.003 0.011 0.015 0.009 -0.005 -0.001 0.014 -0.020 0.033 | -| phi_p | 0.006 0.016 0.034 0.021 -0.042 0.028 0.030 0.023 0.016 1.000 0.025 0.034 0.039 -0.019 0.023 0.012 0.024 0.035 0.030 -0.014 -0.016 0.033 -0.041 0.790 | -| p3770_s | 0.085 0.042 0.485 -0.028 0.015 0.349 0.593 0.397 0.011 0.025 1.000 0.527 0.593 -0.344 0.296 0.100 0.349 0.539 0.473 -0.251 -0.249 0.520 -0.038 0.038 | -| p4040_p | 0.143 0.076 0.760 -0.041 0.021 0.622 0.802 0.410 0.014 0.034 0.527 1.000 0.859 -0.497 0.474 0.366 0.580 0.779 0.676 -0.399 -0.392 0.734 -0.067 0.058 | -| DDstar_s | 0.135 0.071 0.948 -0.048 0.024 0.742 0.901 0.554 0.016 0.039 0.593 0.859 1.000 -0.548 0.590 0.322 0.564 0.882 0.775 -0.477 -0.465 0.852 -0.089 0.072 | -| Ctt | 0.076 0.308 -0.542 0.033 -0.016 -0.284 -0.547 -0.157 -0.009 -0.019 -0.344 -0.497 -0.548 1.000 -0.422 -0.178 -0.208 -0.506 -0.413 0.261 0.254 -0.542 0.054 -0.039 | -| Dbar_s | 0.081 0.103 0.571 -0.016 0.009 0.411 0.514 0.329 0.008 0.023 0.296 0.474 0.590 -0.422 1.000 0.236 0.305 0.500 0.385 -0.203 -0.191 0.483 -0.053 0.040 | -| p3770_p | 0.007 0.039 0.210 -0.015 0.004 0.287 0.334 0.144 0.003 0.012 0.100 0.366 0.322 -0.178 0.236 1.000 0.180 0.333 0.337 -0.130 -0.130 0.357 -0.038 0.024 | -| p4160_s | 0.232 0.075 0.534 -0.022 0.014 0.387 0.501 0.209 0.011 0.024 0.349 0.580 0.564 -0.208 0.305 0.180 1.000 0.436 0.370 -0.219 -0.215 0.438 -0.028 0.034 | -| p4415_p | 0.083 0.114 0.808 -0.043 0.022 0.652 0.810 0.425 0.015 0.035 0.539 0.779 0.882 -0.506 0.500 0.333 0.436 1.000 0.687 -0.431 -0.425 0.808 -0.068 0.061 | -| DDstar_p | 0.023 0.049 0.746 -0.011 0.008 0.560 0.679 0.370 0.009 0.030 0.473 0.676 0.775 -0.413 0.385 0.337 0.370 0.687 1.000 -0.196 -0.171 0.702 -0.084 0.056 | -| bplus_0 | 0.031 -0.169 -0.438 0.102 -0.028 -0.342 -0.416 -0.213 -0.005 -0.014 -0.251 -0.399 -0.477 0.261 -0.203 -0.130 -0.219 -0.431 -0.196 1.000 -0.050 -0.423 0.055 -0.041 | -| bplus_1 | 0.037 -0.194 -0.428 0.034 -0.004 -0.333 -0.407 -0.206 -0.001 -0.016 -0.249 -0.392 -0.465 0.254 -0.191 -0.130 -0.215 -0.425 -0.171 -0.050 1.000 -0.416 0.085 -0.039 | -| p4160_p | 0.142 0.089 0.760 -0.043 0.021 0.635 0.795 0.330 0.014 0.033 0.520 0.734 0.852 -0.542 0.483 0.357 0.438 0.808 0.702 -0.423 -0.416 1.000 -0.073 0.060 | -| rho_p | -0.007 0.186 -0.082 0.058 0.197 -0.066 -0.071 -0.039 -0.020 -0.041 -0.038 -0.067 -0.089 0.054 -0.053 -0.038 -0.028 -0.068 -0.084 0.055 0.085 -0.073 1.000 -0.000 | -| phi_s | 0.007 -0.031 0.064 -0.009 0.002 0.052 0.053 0.036 0.033 0.790 0.038 0.058 0.072 -0.039 0.040 0.024 0.034 0.061 0.056 -0.041 -0.039 0.060 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15000851259025105}), (, {'error': 0.04856775189405127}), (, {'error': 0.8033149434836}), (, {'error': 0.27093095303127795}), (, {'error': 1.1449230357694775}), (, {'error': 0.04092651917998147}), (, {'error': 0.05067310507905409}), (, {'error': 0.15590492458959926}), (, {'error': 0.27096654591088853}), (, {'error': 0.27281732661370395}), (, {'error': 0.23832777885561618}), (, {'error': 0.21406112974518976}), (, {'error': 0.5051973891479495}), (, {'error': 0.12650442135985407}), (, {'error': 0.4093515836385251}), (, {'error': 0.10193898135679724}), (, {'error': 0.1590739244510947}), (, {'error': 0.25635485330025354}), (, {'error': 0.316480626324398}), (, {'error': 0.006572639595991747}), (, {'error': 0.01262353538010419}), (, {'error': 0.19036317440339445}), (, {'error': 0.560616713099992}), (, {'error': 1.1178538550378878})]) -Toy 12/25 -Time taken: 1 h, 34 min -Projected time left: 1 h, 42 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1583 (1583 total) | -| EDM = 0.000112 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297227.9084471416 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.91 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.29 | 0.07 | | | -2 | 2 | | -| 2 | Dbar_p | 1.5 | 0.7 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.44 | 0.30 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 4.9 | 1.4 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.62 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.005 | 0.017 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -0.04 | 0.30 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.80 | 0.25 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.46 | 0.23 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.60 | 0.13 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.25 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 3.99 | 0.30 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 2.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.465 | 0.015 | | | -2 | 2 | | -| 20| bplus_1 | 0.826 | 0.028 | | | -2 | 2 | | -| 21| p4160_p | -2.01 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.55 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.0 | 1.3 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.102 -0.048 0.024 -0.012 0.012 -0.033 -0.004 -0.006 0.000 -0.020 -0.002 -0.012 0.099 -0.020 -0.049 0.302 -0.103 -0.066 -0.090 -0.101 -0.023 0.003 -0.006 | -| bplus_2 | 0.102 1.000 0.191 0.121 -0.062 -0.122 -0.078 -0.002 -0.028 -0.046 -0.007 0.008 -0.176 -0.234 -0.016 -0.056 -0.151 -0.254 0.080 -0.268 -0.221 -0.151 -0.241 0.016 | -| Dbar_p | -0.048 0.191 1.000 0.131 -0.072 -0.482 -0.747 -0.013 -0.046 -0.028 -0.140 0.030 -0.836 0.769 0.212 -0.531 -0.148 -0.490 -0.229 -0.356 -0.381 -0.623 -0.017 -0.031 | -| rho_s | 0.024 0.121 0.131 1.000 -0.438 -0.121 -0.158 -0.003 -0.117 -0.003 -0.059 0.008 -0.183 0.109 0.012 -0.069 -0.034 -0.139 -0.021 -0.224 -0.064 -0.153 0.128 -0.030 | -| omega_s | -0.012 -0.062 -0.072 -0.438 1.000 0.066 0.085 0.002 0.704 0.018 0.031 -0.005 0.101 -0.065 -0.009 0.037 0.017 0.075 0.017 0.112 0.033 0.084 0.026 0.056 | -| psi2s_p | 0.012 -0.122 -0.482 -0.121 0.066 1.000 0.660 0.012 0.041 0.019 0.020 -0.027 0.680 -0.355 -0.145 0.381 0.117 0.447 0.393 0.352 0.370 0.563 -0.007 0.030 | -| jpsi_p | -0.033 -0.078 -0.747 -0.158 0.085 0.660 1.000 0.020 0.053 0.022 0.356 -0.042 0.917 -0.744 -0.206 0.515 0.122 0.615 0.489 0.442 0.478 0.805 -0.008 0.034 | -| p4040_s | -0.004 -0.002 -0.013 -0.003 0.002 0.012 0.020 1.000 0.001 0.000 0.006 -0.186 0.019 -0.022 -0.006 0.018 0.013 0.019 0.019 0.010 0.010 0.026 -0.001 0.001 | -| omega_p | -0.006 -0.028 -0.046 -0.117 0.704 0.041 0.053 0.001 1.000 0.038 0.020 -0.003 0.063 -0.043 -0.007 0.025 0.010 0.045 0.016 0.060 0.024 0.053 -0.119 0.053 | -| phi_p | 0.000 -0.046 -0.028 -0.003 0.018 0.019 0.022 0.000 0.038 1.000 0.012 -0.001 0.028 -0.018 -0.012 0.013 0.014 0.025 0.015 0.002 0.010 0.025 0.142 0.782 | -| p3770_s | -0.020 -0.007 -0.140 -0.059 0.031 0.020 0.356 0.006 0.020 0.012 1.000 -0.018 0.312 -0.258 -0.121 0.048 0.086 0.253 0.339 0.138 0.137 0.336 0.013 0.009 | -| p4040_p | -0.002 0.008 0.030 0.008 -0.005 -0.027 -0.042 -0.186 -0.003 -0.001 -0.018 1.000 -0.044 0.032 0.006 -0.026 -0.020 -0.031 -0.025 -0.024 -0.025 -0.036 -0.000 -0.002 | -| DDstar_s | -0.012 -0.176 -0.836 -0.183 0.101 0.680 0.917 0.019 0.063 0.028 0.312 -0.044 1.000 -0.738 -0.091 0.504 0.174 0.673 0.432 0.544 0.568 0.834 -0.022 0.051 | -| Ctt | 0.099 -0.234 0.769 0.109 -0.065 -0.355 -0.744 -0.022 -0.043 -0.018 -0.258 0.032 -0.738 1.000 0.148 -0.479 0.063 -0.438 -0.281 -0.321 -0.331 -0.652 0.046 -0.041 | -| Dbar_s | -0.020 -0.016 0.212 0.012 -0.009 -0.145 -0.206 -0.006 -0.007 -0.012 -0.121 0.006 -0.091 0.148 1.000 -0.309 0.033 -0.045 0.191 0.003 -0.011 -0.124 -0.024 -0.002 | -| p3770_p | -0.049 -0.056 -0.531 -0.069 0.037 0.381 0.515 0.018 0.025 0.013 0.048 -0.026 0.504 -0.479 -0.309 1.000 0.028 0.352 0.367 0.196 0.185 0.508 -0.007 0.016 | -| p4160_s | 0.302 -0.151 -0.148 -0.034 0.017 0.117 0.122 0.013 0.010 0.014 0.086 -0.020 0.174 0.063 0.033 0.028 1.000 -0.004 0.032 0.049 0.057 0.071 0.051 -0.003 | -| p4415_p | -0.103 -0.254 -0.490 -0.139 0.075 0.447 0.615 0.019 0.045 0.025 0.253 -0.031 0.673 -0.438 -0.045 0.352 -0.004 1.000 0.321 0.388 0.422 0.655 0.020 0.030 | -| DDstar_p | -0.066 0.080 -0.229 -0.021 0.017 0.393 0.489 0.019 0.016 0.015 0.339 -0.025 0.432 -0.281 0.191 0.367 0.032 0.321 1.000 0.054 0.050 0.520 -0.007 0.015 | -| bplus_0 | -0.090 -0.268 -0.356 -0.224 0.112 0.352 0.442 0.010 0.060 0.002 0.138 -0.024 0.544 -0.321 0.003 0.196 0.049 0.388 0.054 1.000 -0.088 0.446 -0.050 0.050 | -| bplus_1 | -0.101 -0.221 -0.381 -0.064 0.033 0.370 0.478 0.010 0.024 0.010 0.137 -0.025 0.568 -0.331 -0.011 0.185 0.057 0.422 0.050 -0.088 1.000 0.469 -0.046 0.018 | -| p4160_p | -0.023 -0.151 -0.623 -0.153 0.084 0.563 0.805 0.026 0.053 0.025 0.336 -0.036 0.834 -0.652 -0.124 0.508 0.071 0.655 0.520 0.446 0.469 1.000 -0.009 0.040 | -| rho_p | 0.003 -0.241 -0.017 0.128 0.026 -0.007 -0.008 -0.001 -0.119 0.142 0.013 -0.000 -0.022 0.046 -0.024 -0.007 0.051 0.020 -0.007 -0.050 -0.046 -0.009 1.000 0.137 | -| phi_s | -0.006 0.016 -0.031 -0.030 0.056 0.030 0.034 0.001 0.053 0.782 0.009 -0.002 0.051 -0.041 -0.002 0.016 -0.003 0.030 0.015 0.050 0.018 0.040 0.137 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18915140306371558}), (, {'error': 0.07467116703913423}), (, {'error': 0.6999157438895778}), (, {'error': 0.3035322826838154}), (, {'error': 1.368507592024638}), (, {'error': 0.04117637155559262}), (, {'error': 0.061743669936129564}), (, {'error': 0.016797910707951846}), (, {'error': 0.3629512735546223}), (, {'error': 0.29982773257911965}), (, {'error': 0.2492419490949005}), (, {'error': 8.25398318266555}), (, {'error': 0.5029728242395405}), (, {'error': 0.22728825165114375}), (, {'error': 0.4201908177303427}), (, {'error': 0.1316077355501415}), (, {'error': 0.15609283661933282}), (, {'error': 0.29690680689818283}), (, {'error': 0.42644981885026834}), (, {'error': 0.015235464889540529}), (, {'error': 0.027946963347631693}), (, {'error': 0.16019426606662712}), (, {'error': 0.25263679519607596}), (, {'error': 1.2951463540682635})]) -Toy 13/25 -Time taken: 1 h, 43 min -Projected time left: 1 h, 35 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=791 (791 total) | -| EDM = 4.48E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297292.622950306 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.06 | 0.08 | | | -2 | 2 | | -| 2 | Dbar_p | -6.283 | 0.030 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 6.3 | 2.0 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 2.144 | 0.026 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.595 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.77 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.52 | 0.28 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.44 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.009 | | | -0.3 | 0.3 | | -| 13| Ctt | 0.15 | 0.17 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.300 | 0.008 | | | -0.3 | 0.3 | | -| 15| p3770_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.41 | 0.15 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 1.86 | 0.23 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.440 | 0.018 | | | -2 | 2 | | -| 20| bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 21| p4160_p | 4.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.3 | 1.3 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.049 -0.000 0.030 -0.016 -0.017 -0.036 0.170 -0.010 -0.002 -0.001 0.004 0.001 0.208 -0.000 0.001 0.281 -0.110 -0.032 0.026 0.102 0.008 0.002 -0.009 | -| bplus_2 | -0.049 1.000 0.001 0.077 -0.041 -0.096 0.137 0.100 -0.003 -0.020 -0.000 -0.012 0.004 0.682 0.006 0.004 0.120 0.220 -0.240 0.102 -0.380 0.024 0.069 -0.093 | -| Dbar_p | -0.000 0.001 1.000 0.001 -0.000 0.024 0.027 -0.001 -0.000 0.000 0.000 0.007 -0.000 0.002 0.002 -0.000 -0.001 0.007 0.004 0.001 0.001 0.013 -0.000 0.000 | -| rho_s | 0.030 0.077 0.001 1.000 -0.433 0.015 -0.007 0.033 -0.280 -0.007 0.000 -0.003 -0.000 0.042 -0.002 -0.000 0.040 0.009 0.064 0.293 -0.220 -0.002 -0.010 -0.060 | -| omega_s | -0.016 -0.041 -0.000 -0.433 1.000 -0.013 -0.029 -0.018 0.908 -0.061 -0.000 0.000 0.000 -0.032 0.001 0.000 -0.022 -0.007 -0.033 -0.157 0.128 -0.002 0.143 0.023 | -| psi2s_p | -0.017 -0.096 0.024 0.015 -0.013 1.000 -0.088 -0.099 -0.012 -0.010 0.005 -0.181 0.019 0.031 0.011 0.007 -0.091 -0.095 0.030 0.008 0.062 -0.109 -0.003 -0.011 | -| jpsi_p | -0.036 0.137 0.027 -0.007 -0.029 -0.088 1.000 -0.034 -0.041 -0.013 0.000 -0.042 0.026 0.292 0.001 0.002 -0.025 0.017 0.116 -0.079 -0.001 -0.020 -0.033 0.010 | -| p4040_s | 0.170 0.100 -0.001 0.033 -0.018 -0.099 -0.034 1.000 -0.008 -0.007 -0.002 -0.165 0.004 0.271 0.006 -0.000 0.208 -0.210 -0.123 0.035 0.022 -0.492 0.013 -0.025 | -| omega_p | -0.010 -0.003 -0.000 -0.280 0.908 -0.012 -0.041 -0.008 1.000 -0.049 -0.000 0.001 0.000 -0.014 0.001 0.000 -0.010 -0.000 -0.029 -0.129 0.106 -0.001 0.091 0.028 | -| phi_p | -0.002 -0.020 0.000 -0.007 -0.061 -0.010 -0.013 -0.007 -0.049 1.000 0.000 -0.004 0.000 0.001 0.000 0.000 -0.006 -0.007 0.004 0.002 -0.007 -0.005 -0.069 0.787 | -| p3770_s | -0.001 -0.000 0.000 0.000 -0.000 0.005 0.000 -0.002 -0.000 0.000 1.000 0.003 0.000 -0.001 -0.000 -0.001 -0.001 0.002 0.003 0.000 0.000 0.003 -0.000 0.000 | -| p4040_p | 0.004 -0.012 0.007 -0.003 0.000 -0.181 -0.042 -0.165 0.001 -0.004 0.003 1.000 0.007 -0.332 0.005 -0.002 0.260 0.181 0.075 0.012 -0.037 0.322 0.002 -0.007 | -| DDstar_s | 0.001 0.004 -0.000 -0.000 0.000 0.019 0.026 0.004 0.000 0.000 0.000 0.007 1.000 0.002 -0.000 -0.000 0.003 0.013 0.013 0.000 -0.003 0.017 0.000 0.000 | -| Ctt | 0.208 0.682 0.002 0.042 -0.032 0.031 0.292 0.271 -0.014 0.001 -0.001 -0.332 0.002 1.000 0.017 0.008 0.255 -0.075 -0.132 0.004 -0.121 -0.342 0.026 -0.032 | -| Dbar_s | -0.000 0.006 0.002 -0.002 0.001 0.011 0.001 0.006 0.001 0.000 -0.000 0.005 -0.000 0.017 1.000 -0.000 0.003 0.006 0.003 -0.001 -0.009 0.005 0.000 0.000 | -| p3770_p | 0.001 0.004 -0.000 -0.000 0.000 0.007 0.002 -0.000 0.000 0.000 -0.001 -0.002 -0.000 0.008 -0.000 1.000 0.001 -0.001 -0.003 -0.000 -0.001 -0.003 0.000 0.000 | -| p4160_s | 0.281 0.120 -0.001 0.040 -0.022 -0.091 -0.025 0.208 -0.010 -0.006 -0.001 0.260 0.003 0.255 0.003 0.001 1.000 -0.234 -0.063 0.049 0.024 -0.153 0.014 -0.026 | -| p4415_p | -0.110 0.220 0.007 0.009 -0.007 -0.095 0.017 -0.210 -0.000 -0.007 0.002 0.181 0.013 -0.075 0.006 -0.001 -0.234 1.000 -0.037 0.023 -0.119 0.286 0.015 -0.023 | -| DDstar_p | -0.032 -0.240 0.004 0.064 -0.033 0.030 0.116 -0.123 -0.029 0.004 0.003 0.075 0.013 -0.132 0.003 -0.003 -0.063 -0.037 1.000 0.016 0.330 0.115 -0.015 0.008 | -| bplus_0 | 0.026 0.102 0.001 0.293 -0.157 0.008 -0.079 0.035 -0.129 0.002 0.000 0.012 0.000 0.004 -0.001 -0.000 0.049 0.023 0.016 1.000 -0.876 0.015 -0.054 -0.024 | -| bplus_1 | 0.102 -0.380 0.001 -0.220 0.128 0.062 -0.001 0.022 0.106 -0.007 0.000 -0.037 -0.003 -0.121 -0.009 -0.001 0.024 -0.119 0.330 -0.876 1.000 -0.060 0.044 0.018 | -| p4160_p | 0.008 0.024 0.013 -0.002 -0.002 -0.109 -0.020 -0.492 -0.001 -0.005 0.003 0.322 0.017 -0.342 0.005 -0.003 -0.153 0.286 0.115 0.015 -0.060 1.000 0.002 -0.008 | -| rho_p | 0.002 0.069 -0.000 -0.010 0.143 -0.003 -0.033 0.013 0.091 -0.069 -0.000 0.002 0.000 0.026 0.000 0.000 0.014 0.015 -0.015 -0.054 0.044 0.002 1.000 -0.037 | -| phi_s | -0.009 -0.093 0.000 -0.060 0.023 -0.011 0.010 -0.025 0.028 0.787 0.000 -0.007 0.000 -0.032 0.000 0.000 -0.026 -0.023 0.008 -0.024 0.018 -0.008 -0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18540498553735218}), (, {'error': 0.07824137210809268}), (, {'error': 0.029895290220274706}), (, {'error': 0.365444420809452}), (, {'error': 1.970919797456192}), (, {'error': 0.0255500182038384}), (, {'error': 0.024298126331529613}), (, {'error': 0.1632913491554448}), (, {'error': 0.6179814410155351}), (, {'error': 0.28296288538970593}), (, {'error': 0.009930557630090042}), (, {'error': 0.23352442439033894}), (, {'error': 0.009466629254190312}), (, {'error': 0.17273794492247418}), (, {'error': 0.008486650386200334}), (, {'error': 0.011228806031013061}), (, {'error': 0.1664330237324807}), (, {'error': 0.1548692412716628}), (, {'error': 0.2348324747532229}), (, {'error': 0.018320754033219533}), (, {'error': 0.036935446438004615}), (, {'error': 0.09624104972973768}), (, {'error': 0.2600295759662443}), (, {'error': 1.3057664364288506})]) -Toy 14/25 -Time taken: 1 h, 50 min -Projected time left: 1 h, 26 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1312 (1312 total) | -| EDM = 0.00233 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297365.5295042833 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.43 | 0.17 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.25 | 0.06 | | | -2 | 2 | | -| 2 | Dbar_p | 0.6 | 2.1 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.97 | 0.30 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 8.7 | 1.3 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.633 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.22 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -5.55 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -0.51 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.98 | 0.30 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.58 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.18 | 0.28 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.17 | 0.33 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.94 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 1.91 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.15 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 3.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.415 | 0.013 | | | -2 | 2 | | -| 20| bplus_1 | 0.821 | 0.028 | | | -2 | 2 | | -| 21| p4160_p | -2.39 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 16.2 | 0.9 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.067 -0.021 -0.005 -0.003 0.005 -0.064 0.092 0.003 0.002 0.022 0.041 -0.010 0.127 -0.035 -0.056 0.203 -0.070 0.050 -0.043 -0.044 0.045 0.014 -0.007 | -| bplus_2 | 0.067 1.000 -0.426 0.254 0.056 0.250 0.257 0.135 -0.044 -0.049 0.305 0.278 0.228 0.158 -0.410 -0.335 0.137 0.140 0.202 0.268 0.282 0.163 -0.307 0.143 | -| Dbar_p | -0.021 -0.426 1.000 -0.047 -0.074 -0.554 -0.352 -0.318 0.096 0.047 -0.705 -0.676 -0.501 -0.878 0.948 0.730 -0.395 -0.529 -0.632 -0.834 -0.858 -0.450 0.403 -0.168 | -| rho_s | -0.005 0.254 -0.047 1.000 0.043 0.028 -0.000 -0.007 0.208 -0.074 0.015 0.019 0.029 0.019 -0.048 -0.031 -0.012 -0.001 0.014 0.035 0.071 0.012 -0.231 -0.058 | -| omega_s | -0.003 0.056 -0.074 0.043 1.000 0.039 0.012 0.020 0.659 -0.040 0.049 0.049 0.036 0.063 -0.075 -0.059 0.025 0.038 0.041 0.073 0.065 0.033 -0.099 0.019 | -| psi2s_p | 0.005 0.250 -0.554 0.028 0.039 1.000 0.329 0.182 -0.050 -0.024 0.252 0.338 0.249 0.562 -0.518 -0.350 0.189 0.312 0.176 0.439 0.452 0.270 -0.215 0.090 | -| jpsi_p | -0.064 0.257 -0.352 -0.000 0.012 0.329 1.000 0.096 -0.031 -0.011 0.373 0.357 0.111 0.179 -0.283 -0.139 0.094 0.315 -0.120 0.213 0.237 0.366 -0.106 0.035 | -| p4040_s | 0.092 0.135 -0.318 -0.007 0.020 0.182 0.096 1.000 -0.029 -0.011 0.313 0.121 0.133 0.417 -0.351 -0.302 0.169 0.049 0.150 0.243 0.256 -0.178 -0.110 0.044 | -| omega_p | 0.003 -0.044 0.096 0.208 0.659 -0.050 -0.031 -0.029 1.000 -0.002 -0.066 -0.065 -0.045 -0.085 0.098 0.077 -0.036 -0.052 -0.061 -0.098 -0.081 -0.043 0.245 -0.019 | -| phi_p | 0.002 -0.049 0.047 -0.074 -0.040 -0.024 -0.011 -0.011 -0.002 1.000 -0.030 -0.029 -0.024 -0.042 0.050 0.038 -0.014 -0.021 -0.034 -0.054 -0.046 -0.018 0.090 0.434 | -| p3770_s | 0.022 0.305 -0.705 0.015 0.049 0.252 0.373 0.313 -0.066 -0.030 1.000 0.489 0.348 0.590 -0.670 -0.592 0.307 0.424 0.293 0.569 0.584 0.364 -0.270 0.109 | -| p4040_p | 0.041 0.278 -0.676 0.019 0.049 0.338 0.357 0.121 -0.065 -0.029 0.489 1.000 0.329 0.530 -0.650 -0.413 0.464 0.491 0.213 0.565 0.584 0.460 -0.268 0.109 | -| DDstar_s | -0.010 0.228 -0.501 0.029 0.036 0.249 0.111 0.133 -0.045 -0.024 0.348 0.329 1.000 0.459 -0.507 -0.376 0.178 0.243 0.335 0.390 0.400 0.214 -0.193 0.082 | -| Ctt | 0.127 0.158 -0.878 0.019 0.063 0.562 0.179 0.417 -0.085 -0.042 0.590 0.530 0.459 1.000 -0.881 -0.705 0.459 0.439 0.544 0.765 0.789 0.289 -0.347 0.140 | -| Dbar_s | -0.035 -0.410 0.948 -0.048 -0.075 -0.518 -0.283 -0.351 0.098 0.050 -0.670 -0.650 -0.507 -0.881 1.000 0.802 -0.422 -0.531 -0.545 -0.853 -0.876 -0.419 0.411 -0.171 | -| p3770_p | -0.056 -0.335 0.730 -0.031 -0.059 -0.350 -0.139 -0.302 0.077 0.038 -0.592 -0.413 -0.376 -0.705 0.802 1.000 -0.337 -0.335 -0.525 -0.665 -0.693 -0.207 0.317 -0.135 | -| p4160_s | 0.203 0.137 -0.395 -0.012 0.025 0.189 0.094 0.169 -0.036 -0.014 0.307 0.464 0.178 0.459 -0.422 -0.337 1.000 0.078 0.207 0.306 0.321 0.075 -0.135 0.053 | -| p4415_p | -0.070 0.140 -0.529 -0.001 0.038 0.312 0.315 0.049 -0.052 -0.021 0.424 0.491 0.243 0.439 -0.531 -0.335 0.078 1.000 0.087 0.466 0.486 0.494 -0.206 0.084 | -| DDstar_p | 0.050 0.202 -0.632 0.014 0.041 0.176 -0.120 0.150 -0.061 -0.034 0.293 0.213 0.335 0.544 -0.545 -0.525 0.207 0.087 1.000 0.507 0.523 -0.022 -0.236 0.093 | -| bplus_0 | -0.043 0.268 -0.834 0.035 0.073 0.439 0.213 0.243 -0.098 -0.054 0.569 0.565 0.390 0.765 -0.853 -0.665 0.306 0.466 0.507 1.000 0.588 0.388 -0.407 0.160 | -| bplus_1 | -0.044 0.282 -0.858 0.071 0.065 0.452 0.237 0.256 -0.081 -0.046 0.584 0.584 0.400 0.789 -0.876 -0.693 0.321 0.486 0.523 0.588 1.000 0.400 -0.361 0.146 | -| p4160_p | 0.045 0.163 -0.450 0.012 0.033 0.270 0.366 -0.178 -0.043 -0.018 0.364 0.460 0.214 0.289 -0.419 -0.207 0.075 0.494 -0.022 0.388 0.400 1.000 -0.181 0.074 | -| rho_p | 0.014 -0.307 0.403 -0.231 -0.099 -0.215 -0.106 -0.110 0.245 0.090 -0.270 -0.268 -0.193 -0.347 0.411 0.317 -0.135 -0.206 -0.236 -0.407 -0.361 -0.181 1.000 -0.014 | -| phi_s | -0.007 0.143 -0.168 -0.058 0.019 0.090 0.035 0.044 -0.019 0.434 0.109 0.109 0.082 0.140 -0.171 -0.135 0.053 0.084 0.093 0.160 0.146 0.074 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16942319579590248}), (, {'error': 0.0607343147789241}), (, {'error': 2.0620593269349974}), (, {'error': 0.30435743420529926}), (, {'error': 1.2734948382605982}), (, {'error': 0.035636610030572946}), (, {'error': 0.026624235033663624}), (, {'error': 0.15776263572378246}), (, {'error': 0.21241997834204662}), (, {'error': 0.1626040842422527}), (, {'error': 0.29957240772266625}), (, {'error': 0.19576405497836546}), (, {'error': 0.0740603350098119}), (, {'error': 0.2823780369376988}), (, {'error': 0.33498450724072193}), (, {'error': 0.1546977563243177}), (, {'error': 0.16633029593375237}), (, {'error': 0.17117133097373416}), (, {'error': 0.474291758195057}), (, {'error': 0.013055397558629833}), (, {'error': 0.028301092837968556}), (, {'error': 0.12136180387647877}), (, {'error': 0.4079982818554404}), (, {'error': 0.9283214182917119})]) -Toy 15/25 -Time taken: 1 h, 58 min -Projected time left: 1 h, 18 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1304 (1304 total) | -| EDM = 0.00125 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297464.421063386 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.33 | 0.20 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.40 | 0.06 | | | -2 | 2 | | -| 2 | Dbar_p | -3.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 7.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.930 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.574 | 0.030 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.13 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -0.45 | 0.17 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 4.01 | 0.20 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -3.19 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 13| Ctt | -1.50 | 0.12 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 15| p3770_p | 4.04 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 0.717 | 0.022 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -3.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.41 | 0.04 | | | -2 | 2 | | -| 20| bplus_1 | 0.72 | 0.06 | | | -2 | 2 | | -| 21| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 17.0 | 1.0 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.274 -0.098 0.003 -0.014 -0.105 -0.023 -0.228 0.000 0.012 0.022 0.003 0.016 0.036 0.010 0.027 0.015 -0.121 0.046 -0.073 0.111 0.003 0.074 -0.032 | -| bplus_2 | -0.274 1.000 -0.146 0.274 -0.100 0.130 0.001 0.230 -0.000 -0.032 -0.112 -0.121 -0.024 -0.277 0.028 -0.135 -0.017 0.014 0.060 -0.338 0.266 0.001 -0.237 0.044 | -| Dbar_p | -0.098 -0.146 1.000 0.006 -0.017 0.192 0.455 0.048 -0.000 0.017 0.088 -0.027 0.009 -0.037 0.032 0.478 0.004 0.010 -0.171 -0.022 -0.079 0.003 0.084 -0.033 | -| rho_s | 0.003 0.274 0.006 1.000 -0.553 0.036 0.028 0.006 0.002 0.006 -0.013 0.024 -0.006 -0.016 -0.003 -0.024 -0.001 -0.003 0.004 -0.479 0.470 -0.001 0.088 -0.074 | -| omega_s | -0.014 -0.100 -0.017 -0.553 1.000 -0.023 -0.011 0.001 -0.063 -0.029 -0.003 -0.024 0.003 0.003 0.002 0.004 -0.000 0.003 -0.003 0.250 -0.244 0.000 -0.007 0.058 | -| psi2s_p | -0.105 0.130 0.192 0.036 -0.023 1.000 0.159 0.089 0.000 0.008 -0.264 -0.113 0.019 0.024 0.046 0.201 0.003 0.016 0.254 -0.063 -0.008 0.003 0.035 -0.018 | -| jpsi_p | -0.023 0.001 0.455 0.028 -0.011 0.159 1.000 -0.092 0.000 -0.016 0.133 0.088 0.016 0.049 0.026 0.352 0.014 0.011 0.388 0.062 -0.106 0.002 -0.062 0.013 | -| p4040_s | -0.228 0.230 0.048 0.006 0.001 0.089 -0.092 1.000 -0.000 -0.001 0.074 -0.204 -0.004 0.105 -0.035 -0.124 -0.012 0.030 -0.141 0.010 -0.061 0.008 -0.014 0.009 | -| omega_p | 0.000 -0.000 -0.000 0.002 -0.063 0.000 0.000 -0.000 1.000 -0.000 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.000 -0.000 0.013 -0.001 | -| phi_p | 0.012 -0.032 0.017 0.006 -0.029 0.008 -0.016 -0.001 -0.000 1.000 0.007 0.013 -0.000 0.001 -0.000 0.004 0.000 -0.002 0.007 -0.038 0.030 -0.000 0.107 0.459 | -| p3770_s | 0.022 -0.112 0.088 -0.013 -0.003 -0.264 0.133 0.074 0.000 0.007 1.000 0.102 0.003 -0.047 0.034 -0.036 0.003 -0.005 0.174 -0.003 -0.020 -0.000 0.045 -0.020 | -| p4040_p | 0.003 -0.121 -0.027 0.024 -0.024 -0.113 0.088 -0.204 0.000 0.013 0.102 1.000 0.024 -0.014 0.039 0.146 -0.011 -0.012 0.275 -0.092 0.073 -0.001 0.075 -0.036 | -| DDstar_s | 0.016 -0.024 0.009 -0.006 0.003 0.019 0.016 -0.004 -0.000 -0.000 0.003 0.024 1.000 0.000 -0.002 -0.001 0.001 -0.003 0.013 0.003 0.016 -0.000 -0.002 0.001 | -| Ctt | 0.036 -0.277 -0.037 -0.016 0.003 0.024 0.049 0.105 0.000 0.001 -0.047 -0.014 0.000 1.000 0.010 -0.061 -0.004 -0.010 0.005 0.016 0.013 -0.000 0.023 -0.010 | -| Dbar_s | 0.010 0.028 0.032 -0.003 0.002 0.046 0.026 -0.035 -0.000 -0.000 0.034 0.039 -0.002 0.010 1.000 0.029 0.002 -0.001 -0.016 0.001 0.007 -0.000 -0.006 0.003 | -| p3770_p | 0.027 -0.135 0.478 -0.024 0.004 0.201 0.352 -0.124 -0.000 0.004 -0.036 0.146 -0.001 -0.061 0.029 1.000 0.013 0.001 0.209 0.055 -0.101 0.001 0.025 -0.010 | -| p4160_s | 0.015 -0.017 0.004 -0.001 -0.000 0.003 0.014 -0.012 0.000 0.000 0.003 -0.011 0.001 -0.004 0.002 0.013 1.000 -0.002 0.019 -0.000 0.002 -0.002 0.003 -0.001 | -| p4415_p | -0.121 0.014 0.010 -0.003 0.003 0.016 0.011 0.030 -0.000 -0.002 -0.005 -0.012 -0.003 -0.010 -0.001 0.001 -0.002 1.000 0.000 0.014 -0.011 0.000 -0.011 0.005 | -| DDstar_p | 0.046 0.060 -0.171 0.004 -0.003 0.254 0.388 -0.141 -0.000 0.007 0.174 0.275 0.013 0.005 -0.016 0.209 0.019 0.000 1.000 0.005 -0.047 -0.000 0.008 -0.001 | -| bplus_0 | -0.073 -0.338 -0.022 -0.479 0.250 -0.063 0.062 0.010 0.000 -0.038 -0.003 -0.092 0.003 0.016 0.001 0.055 -0.000 0.014 0.005 1.000 -0.981 0.002 -0.121 0.124 | -| bplus_1 | 0.111 0.266 -0.079 0.470 -0.244 -0.008 -0.106 -0.061 -0.000 0.030 -0.020 0.073 0.016 0.013 0.007 -0.101 0.002 -0.011 -0.047 -0.981 1.000 -0.002 0.092 -0.119 | -| p4160_p | 0.003 0.001 0.003 -0.001 0.000 0.003 0.002 0.008 -0.000 -0.000 -0.000 -0.001 -0.000 -0.000 -0.000 0.001 -0.002 0.000 -0.000 0.002 -0.002 1.000 -0.001 0.000 | -| rho_p | 0.074 -0.237 0.084 0.088 -0.007 0.035 -0.062 -0.014 0.013 0.107 0.045 0.075 -0.002 0.023 -0.006 0.025 0.003 -0.011 0.008 -0.121 0.092 -0.001 1.000 0.074 | -| phi_s | -0.032 0.044 -0.033 -0.074 0.058 -0.018 0.013 0.009 -0.001 0.459 -0.020 -0.036 0.001 -0.010 0.003 -0.010 -0.001 0.005 -0.001 0.124 -0.119 0.000 0.074 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19946454358970236}), (, {'error': 0.05623736002147073}), (, {'error': 0.33870842612609375}), (, {'error': 0.34237535154041293}), (, {'error': 0.9853073863422552}), (, {'error': 0.030583705255628146}), (, {'error': 0.029540712402921}), (, {'error': 0.15753399410627766}), (, {'error': 0.05718079140137888}), (, {'error': 0.17478016319677359}), (, {'error': 0.1966089408212781}), (, {'error': 0.137708164414861}), (, {'error': 0.01866638830137418}), (, {'error': 0.11979992567657527}), (, {'error': 0.030127258691488218}), (, {'error': 0.09415905249680723}), (, {'error': 0.021725426729436614}), (, {'error': 0.16355937016142974}), (, {'error': 0.31752918255555174}), (, {'error': 0.035356273639035374}), (, {'error': 0.06224041562708127}), (, {'error': 0.010519512833828681}), (, {'error': 0.5232259327557798}), (, {'error': 0.9836903729689936})]) -Toy 16/25 -Time taken: 2 h, 6 min -Projected time left: 1 h, 11 min -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=808 (808 total) | -| EDM = 0.00013 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297040.96455112967 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.52 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.14 | 0.10 | | | -2 | 2 | | -| 2 | Dbar_p | 0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.43 | 0.30 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 4 | 4 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.669 | 0.028 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.36 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.69 | 0.25 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.69 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | | -| 13| Ctt | 0.14 | 0.19 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.30 | 0.13 | | | -0.3 | 0.3 | | -| 15| p3770_p | -3.04 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.29 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.56 | 0.04 | | | -2 | 2 | | -| 20| bplus_1 | 1.12 | 0.08 | | | -2 | 2 | | -| 21| p4160_p | 3.85 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 6.00 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.115 0.086 0.035 -0.006 0.001 -0.082 0.158 -0.001 0.001 0.000 -0.019 -0.010 0.163 0.014 -0.053 0.292 -0.169 -0.024 -0.086 -0.031 -0.060 0.015 -0.014 | -| bplus_2 | 0.115 1.000 0.049 0.035 -0.030 -0.044 0.191 -0.004 0.001 -0.010 0.016 -0.024 0.072 -0.598 0.092 -0.061 -0.047 -0.152 0.068 -0.099 -0.058 -0.047 -0.264 0.086 | -| Dbar_p | 0.086 0.049 1.000 0.069 -0.013 -0.299 -0.323 -0.006 -0.004 -0.002 -0.365 -0.367 -0.005 -0.428 0.267 -0.035 -0.035 -0.276 0.272 -0.143 -0.072 -0.316 0.032 -0.029 | -| rho_s | 0.035 0.035 0.069 1.000 -0.219 -0.013 -0.000 0.025 -0.047 0.022 -0.023 -0.032 0.020 -0.033 0.040 -0.024 0.020 -0.026 0.016 -0.255 0.222 -0.040 0.220 -0.004 | -| omega_s | -0.006 -0.030 -0.013 -0.219 1.000 0.002 -0.005 -0.002 0.147 0.006 0.006 0.007 -0.005 0.013 -0.008 0.003 -0.000 0.008 -0.004 0.059 -0.055 0.007 0.176 0.029 | -| psi2s_p | 0.001 -0.044 -0.299 -0.013 0.002 1.000 0.193 0.022 0.001 -0.001 -0.140 0.008 0.012 0.347 -0.014 0.072 -0.012 0.063 0.105 0.029 0.012 0.065 -0.001 0.000 | -| jpsi_p | -0.082 0.191 -0.323 -0.000 -0.005 0.193 1.000 -0.020 0.000 -0.009 0.266 0.271 0.036 -0.163 0.086 0.103 -0.029 0.230 0.324 -0.038 0.049 0.328 -0.015 -0.015 | -| p4040_s | 0.158 -0.004 -0.006 0.025 -0.002 0.022 -0.020 1.000 -0.001 0.002 0.136 -0.187 -0.028 0.276 -0.061 -0.055 0.096 -0.225 0.001 -0.072 0.005 -0.445 0.039 -0.021 | -| omega_p | -0.001 0.001 -0.004 -0.047 0.147 0.001 0.000 -0.001 1.000 0.014 0.002 0.002 -0.001 0.001 -0.001 0.001 -0.001 0.002 0.001 0.007 -0.005 0.002 -0.182 0.014 | -| phi_p | 0.001 -0.010 -0.002 0.022 0.006 -0.001 -0.009 0.002 0.014 1.000 0.000 -0.001 0.000 0.003 0.000 -0.003 0.003 0.001 0.001 -0.005 0.003 -0.001 0.077 0.566 | -| p3770_s | 0.000 0.016 -0.365 -0.023 0.006 -0.140 0.266 0.136 0.002 0.000 1.000 0.105 0.037 0.075 -0.033 -0.185 0.059 0.135 0.082 0.037 0.005 0.134 0.013 -0.005 | -| p4040_p | -0.019 -0.024 -0.367 -0.032 0.007 0.008 0.271 -0.187 0.002 -0.001 0.105 1.000 0.050 -0.068 -0.006 0.225 0.279 0.326 0.218 0.064 0.020 0.404 0.001 0.002 | -| DDstar_s | -0.010 0.072 -0.005 0.020 -0.005 0.012 0.036 -0.028 -0.001 0.000 0.037 0.050 1.000 -0.023 -0.014 0.073 -0.013 0.019 0.082 -0.043 -0.020 0.067 -0.004 -0.002 | -| Ctt | 0.163 -0.598 -0.428 -0.033 0.013 0.347 -0.163 0.276 0.001 0.003 0.075 -0.068 -0.023 1.000 -0.223 -0.045 0.235 0.005 -0.205 0.063 0.065 -0.151 0.092 -0.030 | -| Dbar_s | 0.014 0.092 0.267 0.040 -0.008 -0.014 0.086 -0.061 -0.001 0.000 -0.033 -0.006 -0.014 -0.223 1.000 0.220 -0.048 -0.042 0.046 -0.088 -0.034 0.033 0.010 -0.013 | -| p3770_p | -0.053 -0.061 -0.035 -0.024 0.003 0.072 0.103 -0.055 0.001 -0.003 -0.185 0.225 0.073 -0.045 0.220 1.000 0.001 0.176 0.191 0.069 -0.052 0.240 -0.002 -0.000 | -| p4160_s | 0.292 -0.047 -0.035 0.020 -0.000 -0.012 -0.029 0.096 -0.001 0.003 0.059 0.279 -0.013 0.235 -0.048 0.001 1.000 -0.193 0.022 -0.062 0.001 -0.139 0.053 -0.026 | -| p4415_p | -0.169 -0.152 -0.276 -0.026 0.008 0.063 0.230 -0.225 0.002 0.001 0.135 0.326 0.019 0.005 -0.042 0.176 -0.193 1.000 0.255 0.050 0.044 0.465 0.028 -0.008 | -| DDstar_p | -0.024 0.068 0.272 0.016 -0.004 0.105 0.324 0.001 0.001 0.001 0.082 0.218 0.082 -0.205 0.046 0.191 0.022 0.255 1.000 -0.029 -0.026 0.334 -0.006 -0.001 | -| bplus_0 | -0.086 -0.099 -0.143 -0.255 0.059 0.029 -0.038 -0.072 0.007 -0.005 0.037 0.064 -0.043 0.063 -0.088 0.069 -0.062 0.050 -0.029 1.000 -0.948 0.090 0.020 0.072 | -| bplus_1 | -0.031 -0.058 -0.072 0.222 -0.055 0.012 0.049 0.005 -0.005 0.003 0.005 0.020 -0.020 0.065 -0.034 -0.052 0.001 0.044 -0.026 -0.948 1.000 0.015 -0.032 -0.066 | -| p4160_p | -0.060 -0.047 -0.316 -0.040 0.007 0.065 0.328 -0.445 0.002 -0.001 0.134 0.404 0.067 -0.151 0.033 0.240 -0.139 0.465 0.334 0.090 0.015 1.000 -0.008 0.008 | -| rho_p | 0.015 -0.264 0.032 0.220 0.176 -0.001 -0.015 0.039 -0.182 0.077 0.013 0.001 -0.004 0.092 0.010 -0.002 0.053 0.028 -0.006 0.020 -0.032 -0.008 1.000 0.080 | -| phi_s | -0.014 0.086 -0.029 -0.004 0.029 0.000 -0.015 -0.021 0.014 0.566 -0.005 0.002 -0.002 -0.030 -0.013 -0.000 -0.026 -0.008 -0.001 0.072 -0.066 0.008 0.080 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1873045877162377}), (, {'error': 0.1004673160984837}), (, {'error': 0.49118948012634656}), (, {'error': 0.297758426512433}), (, {'error': 3.508570554637738}), (, {'error': 0.0339667309921845}), (, {'error': 0.02779859201218482}), (, {'error': 0.16517180285823663}), (, {'error': 0.3185828242145252}), (, {'error': 0.4122077123318353}), (, {'error': 0.24515620454954035}), (, {'error': 0.15472386939014982}), (, {'error': 0.05501112847607613}), (, {'error': 0.19010847750027637}), (, {'error': 0.12656823865199585}), (, {'error': 0.10602196055272972}), (, {'error': 0.16655481995012922}), (, {'error': 0.1553565567533075}), (, {'error': 0.6013927184732397}), (, {'error': 0.0393615492870405}), (, {'error': 0.07636997842687698}), (, {'error': 0.10767457854481144}), (, {'error': 0.23415975997094307}), (, {'error': 1.0158961849708978})]) -Toy 17/25 -Time taken: 2 h, 13 min -Projected time left: 1 h, 2 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1370 (1370 total) | -| EDM = 0.00047 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297348.10270517005 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.15 | 0.04 | | | -2 | 2 | | -| 2 | Dbar_p | -1.11 | 0.15 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.04 | 0.26 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.899 | 0.023 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.694 | 0.018 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.005 | 1.387 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.72 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.75 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.01 | 0.18 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.90 | 0.12 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.52 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.06 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 5.04 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.438 | 0.004 | | | -2 | 2 | | -| 20| bplus_1 | 0.844 | 0.008 | | | -2 | 2 | | -| 21| p4160_p | 4.68 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 20.9 | 0.7 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.014 -0.005 -0.000 0.000 -0.011 0.000 0.030 -0.000 -0.000 -0.009 -0.030 0.002 -0.026 0.002 0.013 0.014 -0.017 0.013 0.009 0.010 0.018 0.000 -0.000 | -| bplus_2 | -0.014 1.000 -0.125 -0.017 -0.029 0.040 -0.017 -0.111 -0.019 -0.008 0.003 0.111 -0.000 -0.205 0.002 -0.054 -0.146 0.001 -0.062 -0.176 -0.184 -0.083 -0.021 0.070 | -| Dbar_p | -0.005 -0.125 1.000 0.012 0.002 -0.012 0.171 -0.068 0.007 0.006 -0.014 0.068 0.005 -0.062 0.010 0.124 -0.087 0.002 -0.200 -0.186 -0.186 -0.034 -0.001 -0.008 | -| rho_s | -0.000 -0.017 0.012 1.000 0.115 0.007 0.002 -0.013 0.303 0.001 0.004 0.013 -0.001 0.008 -0.001 -0.005 -0.008 -0.000 0.011 -0.067 -0.018 -0.006 -0.002 -0.032 | -| omega_s | 0.000 -0.029 0.002 0.115 1.000 0.005 -0.002 -0.000 -0.481 0.029 0.005 0.000 -0.000 -0.002 -0.000 -0.001 0.003 -0.000 0.000 -0.015 -0.009 0.002 -0.018 -0.012 | -| psi2s_p | -0.011 0.040 -0.012 0.007 0.005 1.000 -0.047 -0.264 0.001 -0.001 -0.193 0.263 0.024 0.261 0.015 -0.078 -0.244 0.004 -0.116 -0.097 -0.093 -0.130 0.000 -0.010 | -| jpsi_p | 0.000 -0.017 0.171 0.002 -0.002 -0.047 1.000 0.007 -0.013 -0.010 -0.013 -0.007 0.039 0.108 0.033 0.015 -0.010 0.001 0.095 0.036 0.023 0.005 -0.011 0.020 | -| p4040_s | 0.030 -0.111 -0.068 -0.013 -0.000 -0.264 0.007 1.000 -0.006 -0.003 -0.330 -0.997 0.028 -0.700 0.056 0.314 0.767 -0.010 0.353 0.204 0.207 0.284 -0.000 0.006 | -| omega_p | -0.000 -0.019 0.007 0.303 -0.481 0.001 -0.013 -0.006 1.000 -0.008 0.003 0.006 0.000 0.005 0.000 -0.003 -0.003 -0.000 0.003 -0.020 -0.007 -0.003 -0.022 0.007 | -| phi_p | -0.000 -0.008 0.006 0.001 0.029 -0.001 -0.010 -0.003 -0.008 1.000 0.002 0.003 0.001 0.005 0.001 -0.001 -0.001 0.000 0.002 0.003 0.001 -0.002 -0.023 0.345 | -| p3770_s | -0.009 0.003 -0.014 0.004 0.005 -0.193 -0.013 -0.330 0.003 0.002 1.000 0.329 0.013 0.145 0.011 -0.246 -0.235 0.003 -0.072 -0.104 -0.105 -0.108 0.001 -0.013 | -| p4040_p | -0.030 0.111 0.068 0.013 0.000 0.263 -0.007 -0.997 0.006 0.003 0.329 1.000 -0.028 0.698 -0.056 -0.313 -0.764 0.010 -0.352 -0.203 -0.206 -0.282 -0.000 -0.006 | -| DDstar_s | 0.002 -0.000 0.005 -0.001 -0.000 0.024 0.039 0.028 0.000 0.001 0.013 -0.028 1.000 -0.024 -0.002 0.020 0.028 -0.001 0.030 0.017 0.017 0.035 0.000 0.001 | -| Ctt | -0.026 -0.205 -0.062 0.008 -0.002 0.261 0.108 -0.700 0.005 0.005 0.145 0.698 -0.024 1.000 -0.030 -0.276 -0.481 0.003 -0.181 -0.106 -0.108 -0.358 -0.002 0.002 | -| Dbar_s | 0.002 0.002 0.010 -0.001 -0.000 0.015 0.033 0.056 0.000 0.001 0.011 -0.056 -0.002 -0.030 1.000 0.039 0.044 -0.001 0.019 0.015 0.015 0.039 0.000 0.000 | -| p3770_p | 0.013 -0.054 0.124 -0.005 -0.001 -0.078 0.015 0.314 -0.003 -0.001 -0.246 -0.313 0.020 -0.276 0.039 1.000 0.241 -0.002 0.190 0.046 0.038 0.164 -0.002 0.004 | -| p4160_s | 0.014 -0.146 -0.087 -0.008 0.003 -0.244 -0.010 0.767 -0.003 -0.001 -0.235 -0.764 0.028 -0.481 0.044 0.241 1.000 -0.010 0.235 0.121 0.127 0.209 0.002 -0.004 | -| p4415_p | -0.017 0.001 0.002 -0.000 -0.000 0.004 0.001 -0.010 -0.000 0.000 0.003 0.010 -0.001 0.003 -0.001 -0.002 -0.010 1.000 0.001 0.001 0.001 -0.007 -0.000 0.000 | -| DDstar_p | 0.013 -0.062 -0.200 0.011 0.000 -0.116 0.095 0.353 0.003 0.002 -0.072 -0.352 0.030 -0.181 0.019 0.190 0.235 0.001 1.000 -0.159 -0.163 0.193 -0.003 -0.000 | -| bplus_0 | 0.009 -0.176 -0.186 -0.067 -0.015 -0.097 0.036 0.204 -0.020 0.003 -0.104 -0.203 0.017 -0.106 0.015 0.046 0.121 0.001 -0.159 1.000 -0.287 0.102 -0.001 0.039 | -| bplus_1 | 0.010 -0.184 -0.186 -0.018 -0.009 -0.093 0.023 0.207 -0.007 0.001 -0.105 -0.206 0.017 -0.108 0.015 0.038 0.127 0.001 -0.163 -0.287 1.000 0.107 -0.007 0.020 | -| p4160_p | 0.018 -0.083 -0.034 -0.006 0.002 -0.130 0.005 0.284 -0.003 -0.002 -0.108 -0.282 0.035 -0.358 0.039 0.164 0.209 -0.007 0.193 0.102 0.107 1.000 0.001 -0.001 | -| rho_p | 0.000 -0.021 -0.001 -0.002 -0.018 0.000 -0.011 -0.000 -0.022 -0.023 0.001 -0.000 0.000 -0.002 0.000 -0.002 0.002 -0.000 -0.003 -0.001 -0.007 0.001 1.000 -0.003 | -| phi_s | -0.000 0.070 -0.008 -0.032 -0.012 -0.010 0.020 0.006 0.007 0.345 -0.013 -0.006 0.001 0.002 0.000 0.004 -0.004 0.000 -0.000 0.039 0.020 -0.001 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02736685914194359}), (, {'error': 0.036326609046406055}), (, {'error': 0.15263080283113162}), (, {'error': 0.2620701799596023}), (, {'error': 3.528238345905856}), (, {'error': 0.022751926598356675}), (, {'error': 0.017701928745458062}), (, {'error': 1.3874888716203992}), (, {'error': 0.16986623901592868}), (, {'error': 0.11273937653069321}), (, {'error': 0.17711527291600992}), (, {'error': 6.539897093042818}), (, {'error': 0.017154860493064916}), (, {'error': 0.12211090159914884}), (, {'error': 0.014942309666113707}), (, {'error': 0.08223189158476663}), (, {'error': 0.17097560878650953}), (, {'error': 0.09641655937479587}), (, {'error': 0.13890216664341892}), (, {'error': 0.004189907757263689}), (, {'error': 0.008081696928958104}), (, {'error': 0.0706517860800906}), (, {'error': 0.08161321661676357}), (, {'error': 0.7364841321050442})]) -Toy 18/25 -Time taken: 2 h, 21 min -Projected time left: 55 min, 11 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1313 (1313 total) | -| EDM = 0.000119 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297306.5382593477 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.47 | 0.19 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.24 | 0.09 | | | -2 | 2 | | -| 2 | Dbar_p | -1.09 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.917 | 0.032 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.686 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.08 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.11 | 0.37 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.81 | 0.15 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.17 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.69 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.36 | 0.21 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.62 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.08 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 5.14 | 0.29 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.479 | 0.021 | | | -2 | 2 | | -| 20| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 21| p4160_p | -2.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.098 0.036 0.027 -0.010 0.026 -0.015 0.164 -0.005 -0.001 0.023 0.040 -0.000 0.194 -0.001 -0.061 0.331 -0.178 -0.013 0.026 0.126 -0.079 0.008 -0.006 | -| bplus_2 | -0.098 1.000 -0.084 -0.005 0.042 -0.018 0.098 0.081 0.032 -0.062 -0.097 -0.040 0.009 0.684 0.005 -0.100 0.130 0.176 -0.241 -0.027 -0.269 -0.052 0.239 -0.136 | -| Dbar_p | 0.036 -0.084 1.000 0.047 -0.018 0.021 0.264 -0.052 -0.008 0.004 0.011 -0.033 0.004 -0.288 0.015 0.348 -0.077 -0.055 -0.072 0.037 0.181 0.061 0.014 -0.006 | -| rho_s | 0.027 -0.005 0.047 1.000 -0.465 0.013 0.028 0.016 -0.194 0.055 0.023 0.009 -0.001 0.006 -0.000 0.032 0.021 0.003 0.067 0.279 -0.191 0.006 0.109 -0.050 | -| omega_s | -0.010 0.042 -0.018 -0.465 1.000 -0.008 -0.042 -0.001 0.691 -0.147 -0.008 -0.002 0.001 0.008 0.000 -0.019 0.000 0.005 -0.032 -0.134 0.101 -0.005 0.230 -0.017 | -| psi2s_p | 0.026 -0.018 0.021 0.013 -0.008 1.000 -0.010 0.034 -0.005 -0.001 -0.416 -0.237 0.024 0.178 0.023 0.032 -0.089 -0.114 0.021 -0.002 0.050 -0.137 -0.002 -0.002 | -| jpsi_p | -0.015 0.098 0.264 0.028 -0.042 -0.010 1.000 -0.003 -0.030 0.022 -0.016 -0.082 0.047 0.203 0.037 0.092 -0.046 -0.017 0.200 -0.046 0.077 -0.002 -0.084 0.038 | -| p4040_s | 0.164 0.081 -0.052 0.016 -0.001 0.034 -0.003 1.000 0.001 -0.009 0.108 -0.242 0.004 0.355 -0.001 -0.156 -0.036 -0.249 -0.103 0.019 0.030 -0.543 0.037 -0.023 | -| omega_p | -0.005 0.032 -0.008 -0.194 0.691 -0.005 -0.030 0.001 1.000 -0.084 -0.003 -0.001 0.000 0.007 0.000 -0.011 0.002 0.004 -0.017 -0.070 0.054 -0.003 0.016 -0.003 | -| phi_p | -0.001 -0.062 0.004 0.055 -0.147 -0.001 0.022 -0.009 -0.084 1.000 -0.006 -0.008 0.001 -0.016 0.001 0.009 -0.016 -0.014 0.013 0.022 -0.022 -0.001 -0.260 0.469 | -| p3770_s | 0.023 -0.097 0.011 0.023 -0.008 -0.416 -0.016 0.108 -0.003 -0.006 1.000 -0.030 0.019 -0.179 0.022 -0.207 0.009 -0.009 0.163 0.050 0.067 -0.000 0.020 -0.020 | -| p4040_p | 0.040 -0.040 -0.033 0.009 -0.002 -0.237 -0.082 -0.242 -0.001 -0.008 -0.030 1.000 0.027 -0.248 0.021 0.160 0.310 0.111 0.111 0.026 0.010 0.124 0.017 -0.017 | -| DDstar_s | -0.000 0.009 0.004 -0.001 0.001 0.024 0.047 0.004 0.000 0.001 0.019 0.027 1.000 0.001 -0.001 0.016 0.009 0.031 0.023 0.000 -0.008 0.035 0.000 0.000 | -| Ctt | 0.194 0.684 -0.288 0.006 0.008 0.178 0.203 0.355 0.007 -0.016 -0.179 -0.248 0.001 1.000 0.008 -0.237 0.245 -0.057 -0.102 -0.010 -0.158 -0.390 0.092 -0.047 | -| Dbar_s | -0.001 0.005 0.015 -0.000 0.000 0.023 0.037 -0.001 0.000 0.001 0.022 0.021 -0.001 0.008 1.000 0.024 0.004 0.016 0.001 0.001 -0.003 0.023 0.001 -0.000 | -| p3770_p | -0.061 -0.100 0.348 0.032 -0.019 0.032 0.092 -0.156 -0.011 0.009 -0.207 0.160 0.016 -0.237 0.024 1.000 -0.061 0.081 0.252 0.038 0.104 0.235 -0.017 0.008 | -| p4160_s | 0.331 0.130 -0.077 0.021 0.000 -0.089 -0.046 -0.036 0.002 -0.016 0.009 0.310 0.009 0.245 0.004 -0.061 1.000 -0.173 -0.063 0.039 0.009 -0.157 0.060 -0.039 | -| p4415_p | -0.178 0.176 -0.055 0.003 0.005 -0.114 -0.017 -0.249 0.004 -0.014 -0.009 0.111 0.031 -0.057 0.016 0.081 -0.173 1.000 0.023 0.020 -0.077 0.305 0.048 -0.032 | -| DDstar_p | -0.013 -0.241 -0.072 0.067 -0.032 0.021 0.200 -0.103 -0.017 0.013 0.163 0.111 0.023 -0.102 0.001 0.252 -0.063 0.023 1.000 0.028 0.322 0.223 -0.017 0.016 | -| bplus_0 | 0.026 -0.027 0.037 0.279 -0.134 -0.002 -0.046 0.019 -0.070 0.022 0.050 0.026 0.000 -0.010 0.001 0.038 0.039 0.020 0.028 1.000 -0.848 0.018 -0.035 -0.021 | -| bplus_1 | 0.126 -0.269 0.181 -0.191 0.101 0.050 0.077 0.030 0.054 -0.022 0.067 0.010 -0.008 -0.158 -0.003 0.104 0.009 -0.077 0.322 -0.848 1.000 -0.000 0.041 0.015 | -| p4160_p | -0.079 -0.052 0.061 0.006 -0.005 -0.137 -0.002 -0.543 -0.003 -0.001 -0.000 0.124 0.035 -0.390 0.023 0.235 -0.157 0.305 0.223 0.018 -0.000 1.000 -0.004 -0.003 | -| rho_p | 0.008 0.239 0.014 0.109 0.230 -0.002 -0.084 0.037 0.016 -0.260 0.020 0.017 0.000 0.092 0.001 -0.017 0.060 0.048 -0.017 -0.035 0.041 -0.004 1.000 -0.134 | -| phi_s | -0.006 -0.136 -0.006 -0.050 -0.017 -0.002 0.038 -0.023 -0.003 0.469 -0.020 -0.017 0.000 -0.047 -0.000 0.008 -0.039 -0.032 0.016 -0.021 0.015 -0.003 -0.134 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19232628188676681}), (, {'error': 0.08692330730131725}), (, {'error': 0.2905248097195221}), (, {'error': 0.3432347901064836}), (, {'error': 1.3596628847753798}), (, {'error': 0.0315776104688652}), (, {'error': 0.026550561430803477}), (, {'error': 0.17447198960150362}), (, {'error': 0.37087028057848226}), (, {'error': 0.15024387044804044}), (, {'error': 0.22923319208461646}), (, {'error': 0.1670451577152159}), (, {'error': 0.0183300116467775}), (, {'error': 0.20604151944520555}), (, {'error': 0.014524178063960724}), (, {'error': 0.10165499234331588}), (, {'error': 0.16719441711736893}), (, {'error': 0.14432770438793163}), (, {'error': 0.2943901873994914}), (, {'error': 0.020957055714638573}), (, {'error': 0.04169215265747439}), (, {'error': 0.10080218426473664}), (, {'error': 0.3981766626405365}), (, {'error': 0.907789008770024})]) -Toy 19/25 -Time taken: 2 h, 29 min -Projected time left: 47 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=849 (849 total) | -| EDM = 5.66E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297396.0783226691 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.126 | 0.018 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.03 | 0.08 | | | -2 | 2 | | -| 2 | Dbar_p | 0.001E-1 | 2.599E-1 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.11 | 0.22 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 7.9 | 0.8 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.649 | 0.028 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.73 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -6.02 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | -6.12 | 0.21 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.97 | 0.30 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.92 | 0.31 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.24 | 0.21 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.29 | 0.30 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.51 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 1.92 | 0.15 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 2.36 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.450 | 0.009 | | | -2 | 2 | | -| 20| bplus_1 | 0.957 | 0.018 | | | -2 | 2 | | -| 21| p4160_p | 4.50 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.69 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.9 | 0.9 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.052 -0.038 -0.012 0.006 0.045 0.049 0.040 0.001 0.000 0.052 0.053 0.050 0.054 -0.061 -0.042 0.036 -0.012 -0.053 0.056 0.056 0.050 0.007 0.004 | -| bplus_2 | 0.052 1.000 -0.537 -0.147 0.092 0.684 0.704 0.643 0.008 -0.012 0.753 0.733 0.763 0.775 -0.898 -0.661 0.597 -0.017 -0.733 0.791 0.789 0.635 0.024 0.069 | -| Dbar_p | -0.038 -0.537 1.000 0.113 -0.062 -0.520 -0.582 -0.399 -0.015 -0.011 -0.585 -0.543 -0.524 -0.572 0.573 0.283 -0.375 0.010 0.348 -0.513 -0.514 -0.515 -0.069 -0.042 | -| rho_s | -0.012 -0.147 0.113 1.000 -0.238 -0.146 -0.155 -0.144 0.121 0.018 -0.166 -0.161 -0.160 -0.174 0.193 0.144 -0.138 0.004 0.147 -0.190 -0.172 -0.139 0.043 -0.024 | -| omega_s | 0.006 0.092 -0.062 -0.238 1.000 0.077 0.076 0.074 0.484 -0.021 0.086 0.085 0.086 0.094 -0.104 -0.077 0.071 -0.002 -0.081 0.098 0.093 0.074 0.051 0.013 | -| psi2s_p | 0.045 0.684 -0.520 -0.146 0.077 1.000 0.628 0.518 0.016 0.005 0.570 0.603 0.621 0.739 -0.755 -0.521 0.489 -0.014 -0.626 0.676 0.677 0.549 0.085 0.047 | -| jpsi_p | 0.049 0.704 -0.582 -0.155 0.076 0.628 1.000 0.561 0.016 0.003 0.694 0.661 0.628 0.695 -0.780 -0.545 0.526 -0.014 -0.654 0.687 0.692 0.601 0.097 0.039 | -| p4040_s | 0.040 0.643 -0.399 -0.144 0.074 0.518 0.561 1.000 0.016 0.008 0.634 0.575 0.594 0.704 -0.729 -0.540 0.444 -0.014 -0.578 0.647 0.649 0.406 0.091 0.044 | -| omega_p | 0.001 0.008 -0.015 0.121 0.484 0.016 0.016 0.016 1.000 0.030 0.018 0.017 0.016 0.017 -0.020 -0.015 0.016 -0.000 -0.016 0.014 0.015 0.014 -0.023 0.031 | -| phi_p | 0.000 -0.012 -0.011 0.018 -0.021 0.005 0.003 0.008 0.030 1.000 0.007 0.005 0.004 0.004 -0.006 -0.005 0.008 -0.000 -0.006 -0.004 -0.000 0.004 0.033 0.687 | -| p3770_s | 0.052 0.753 -0.585 -0.166 0.086 0.570 0.694 0.634 0.018 0.007 1.000 0.695 0.715 0.775 -0.847 -0.656 0.587 -0.016 -0.714 0.759 0.760 0.623 0.097 0.053 | -| p4040_p | 0.053 0.733 -0.543 -0.161 0.085 0.603 0.661 0.575 0.017 0.005 0.695 1.000 0.703 0.734 -0.830 -0.561 0.665 -0.017 -0.711 0.758 0.759 0.612 0.092 0.053 | -| DDstar_s | 0.050 0.763 -0.524 -0.160 0.086 0.621 0.628 0.594 0.016 0.004 0.715 0.703 1.000 0.799 -0.863 -0.627 0.577 -0.015 -0.674 0.761 0.762 0.600 0.090 0.055 | -| Ctt | 0.054 0.775 -0.572 -0.174 0.094 0.739 0.695 0.704 0.017 0.004 0.775 0.734 0.799 1.000 -0.926 -0.677 0.657 -0.019 -0.778 0.847 0.847 0.619 0.092 0.061 | -| Dbar_s | -0.061 -0.898 0.573 0.193 -0.104 -0.755 -0.780 -0.729 -0.020 -0.006 -0.847 -0.830 -0.863 -0.926 1.000 0.734 -0.696 0.019 0.824 -0.915 -0.916 -0.719 -0.108 -0.066 | -| p3770_p | -0.042 -0.661 0.283 0.144 -0.077 -0.521 -0.545 -0.540 -0.015 -0.005 -0.656 -0.561 -0.627 -0.677 0.734 1.000 -0.507 0.014 0.567 -0.677 -0.680 -0.464 -0.087 -0.049 | -| p4160_s | 0.036 0.597 -0.375 -0.138 0.071 0.489 0.526 0.444 0.016 0.008 0.587 0.665 0.577 0.657 -0.696 -0.507 1.000 -0.015 -0.557 0.621 0.623 0.487 0.088 0.042 | -| p4415_p | -0.012 -0.017 0.010 0.004 -0.002 -0.014 -0.014 -0.014 -0.000 -0.000 -0.016 -0.017 -0.015 -0.019 0.019 0.014 -0.015 1.000 0.014 -0.016 -0.016 -0.016 -0.002 -0.001 | -| DDstar_p | -0.053 -0.733 0.348 0.147 -0.081 -0.626 -0.654 -0.578 -0.016 -0.006 -0.714 -0.711 -0.674 -0.778 0.824 0.567 -0.557 0.014 1.000 -0.701 -0.701 -0.658 -0.080 -0.054 | -| bplus_0 | 0.056 0.791 -0.513 -0.190 0.098 0.676 0.687 0.647 0.014 -0.004 0.759 0.758 0.761 0.847 -0.915 -0.677 0.621 -0.016 -0.701 1.000 0.786 0.666 0.073 0.064 | -| bplus_1 | 0.056 0.789 -0.514 -0.172 0.093 0.677 0.692 0.649 0.015 -0.000 0.760 0.759 0.762 0.847 -0.916 -0.680 0.623 -0.016 -0.701 0.786 1.000 0.666 0.073 0.062 | -| p4160_p | 0.050 0.635 -0.515 -0.139 0.074 0.549 0.601 0.406 0.014 0.004 0.623 0.612 0.600 0.619 -0.719 -0.464 0.487 -0.016 -0.658 0.666 0.666 1.000 0.077 0.047 | -| rho_p | 0.007 0.024 -0.069 0.043 0.051 0.085 0.097 0.091 -0.023 0.033 0.097 0.092 0.090 0.092 -0.108 -0.087 0.088 -0.002 -0.080 0.073 0.073 0.077 1.000 0.054 | -| phi_s | 0.004 0.069 -0.042 -0.024 0.013 0.047 0.039 0.044 0.031 0.687 0.053 0.053 0.055 0.061 -0.066 -0.049 0.042 -0.001 -0.054 0.064 0.062 0.047 0.054 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01828415307843359}), (, {'error': 0.07749467480121519}), (, {'error': 0.25990124530954306}), (, {'error': 0.22348113206487535}), (, {'error': 0.8205792962965646}), (, {'error': 0.03406582531307123}), (, {'error': 0.028124942626635896}), (, {'error': 0.16001953480123632}), (, {'error': 0.17116324149636686}), (, {'error': 0.21300994696888687}), (, {'error': 0.3014727603050622}), (, {'error': 0.30800429009319163}), (, {'error': 0.48348631889639043}), (, {'error': 0.20731271629340142}), (, {'error': 0.3012601884653082}), (, {'error': 0.11430025787557252}), (, {'error': 0.14912871345112166}), (, {'error': 0.07150077437453994}), (, {'error': 0.275565033745222}), (, {'error': 0.008807649199806589}), (, {'error': 0.018474857573748782}), (, {'error': 0.10840048922443035}), (, {'error': 0.2562357470813117}), (, {'error': 0.9193432593696453})]) -Toy 20/25 -Time taken: 2 h, 35 min -Projected time left: 38 min, 55 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1503 (1503 total) | -| EDM = 8.63E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297262.15289662755 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.91 | 0.20 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 2 | Dbar_p | -4.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.906 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.633 | 0.025 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.27 | 0.45 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 4.05 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.75 | 0.21 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.67 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | -2.50 | 0.23 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 20| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 21| p4160_p | -2.13 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 18.3 | 2.1 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.151 0.065 0.028 -0.012 0.052 -0.001 0.224 0.001 0.002 0.027 -0.045 -0.003 0.159 -0.002 -0.064 0.339 -0.158 0.023 -0.016 -0.092 -0.126 -0.003 0.000 | -| bplus_2 | 0.151 1.000 0.072 0.172 -0.063 -0.035 -0.178 -0.130 0.006 0.027 0.063 0.017 0.011 -0.680 0.002 0.090 -0.145 -0.222 0.266 -0.164 -0.058 -0.010 -0.242 0.059 | -| Dbar_p | 0.065 0.072 1.000 0.038 -0.020 0.015 0.264 -0.092 0.002 -0.001 -0.033 -0.055 -0.003 -0.307 0.021 0.326 -0.059 -0.080 -0.148 -0.045 -0.085 0.018 0.034 -0.012 | -| rho_s | 0.028 0.172 0.038 1.000 -0.525 0.008 0.010 -0.004 0.040 0.056 0.001 -0.004 0.003 -0.053 -0.000 0.008 -0.007 -0.022 0.099 -0.413 0.352 -0.011 0.089 0.002 | -| omega_s | -0.012 -0.063 -0.020 -0.525 1.000 -0.005 -0.008 -0.003 -0.219 -0.069 -0.003 0.001 -0.001 0.012 0.000 -0.004 -0.003 0.005 -0.045 0.203 -0.177 0.005 0.079 -0.030 | -| psi2s_p | 0.052 -0.035 0.015 0.008 -0.005 1.000 -0.005 -0.001 0.001 -0.009 -0.437 -0.216 0.022 0.201 0.026 -0.026 -0.038 -0.069 -0.113 -0.020 0.029 -0.154 0.006 -0.011 | -| jpsi_p | -0.001 -0.178 0.264 0.010 -0.008 -0.005 1.000 -0.003 0.003 -0.033 -0.063 -0.097 0.051 0.235 0.042 0.037 -0.007 -0.012 -0.044 0.094 -0.057 -0.057 -0.073 -0.019 | -| p4040_s | 0.224 -0.130 -0.092 -0.004 -0.003 -0.001 -0.003 1.000 0.000 -0.006 0.101 -0.210 -0.004 0.353 -0.003 -0.153 0.162 -0.118 -0.157 -0.039 0.041 -0.528 0.056 -0.018 | -| omega_p | 0.001 0.006 0.002 0.040 -0.219 0.001 0.003 0.000 1.000 -0.012 0.000 0.000 0.000 -0.001 -0.000 0.001 0.000 -0.000 0.004 -0.017 0.015 -0.000 0.051 -0.016 | -| phi_p | 0.002 0.027 -0.001 0.056 -0.069 -0.009 -0.033 -0.006 -0.012 1.000 -0.009 -0.007 0.001 -0.009 0.001 -0.005 -0.007 -0.009 -0.002 -0.004 0.005 -0.008 -0.003 0.914 | -| p3770_s | 0.027 0.063 -0.033 0.001 -0.003 -0.437 -0.063 0.101 0.000 -0.009 1.000 -0.077 0.026 -0.135 0.025 -0.243 0.022 -0.020 0.055 -0.021 -0.022 -0.043 0.025 -0.016 | -| p4040_p | -0.045 0.017 -0.055 -0.004 0.001 -0.216 -0.097 -0.210 0.000 -0.007 -0.077 1.000 0.024 -0.273 0.019 0.148 0.270 0.145 0.001 -0.020 0.046 0.247 0.005 -0.008 | -| DDstar_s | -0.003 0.011 -0.003 0.003 -0.001 0.022 0.051 -0.004 0.000 0.001 0.026 0.024 1.000 -0.008 -0.001 0.031 0.000 0.013 0.041 -0.000 -0.011 0.041 0.000 0.000 | -| Ctt | 0.159 -0.680 -0.307 -0.053 0.012 0.201 0.235 0.353 -0.001 -0.009 -0.135 -0.273 -0.008 1.000 0.002 -0.248 0.290 0.073 -0.043 0.037 0.077 -0.338 0.106 -0.028 | -| Dbar_s | -0.002 0.002 0.021 -0.000 0.000 0.026 0.042 -0.003 -0.000 0.001 0.025 0.019 -0.001 0.002 1.000 0.033 -0.001 0.009 0.008 0.001 -0.003 0.026 0.001 0.000 | -| p3770_p | -0.064 0.090 0.326 0.008 -0.004 -0.026 0.037 -0.153 0.001 -0.005 -0.243 0.148 0.031 -0.248 0.033 1.000 -0.079 -0.000 0.157 0.033 -0.111 0.173 -0.013 -0.002 | -| p4160_s | 0.339 -0.145 -0.059 -0.007 -0.003 -0.038 -0.007 0.162 0.000 -0.007 0.022 0.270 0.000 0.290 -0.001 -0.079 1.000 -0.089 -0.086 -0.031 0.013 -0.185 0.068 -0.022 | -| p4415_p | -0.158 -0.222 -0.080 -0.022 0.005 -0.069 -0.012 -0.118 -0.000 -0.009 -0.020 0.145 0.013 0.073 0.009 -0.000 -0.089 1.000 -0.169 -0.029 0.105 0.259 0.057 -0.021 | -| DDstar_p | 0.023 0.266 -0.148 0.099 -0.045 -0.113 -0.044 -0.157 0.004 -0.002 0.055 0.001 0.041 -0.043 0.008 0.157 -0.086 -0.169 1.000 -0.082 -0.193 0.005 0.014 -0.011 | -| bplus_0 | -0.016 -0.164 -0.045 -0.413 0.203 -0.020 0.094 -0.039 -0.017 -0.004 -0.021 -0.020 -0.000 0.037 0.001 0.033 -0.031 -0.029 -0.082 1.000 -0.924 -0.002 -0.056 0.060 | -| bplus_1 | -0.092 -0.058 -0.085 0.352 -0.177 0.029 -0.057 0.041 0.015 0.005 -0.022 0.046 -0.011 0.077 -0.003 -0.111 0.013 0.105 -0.193 -0.924 1.000 0.046 0.035 -0.053 | -| p4160_p | -0.126 -0.010 0.018 -0.011 0.005 -0.154 -0.057 -0.528 -0.000 -0.008 -0.043 0.247 0.041 -0.338 0.026 0.173 -0.185 0.259 0.005 -0.002 0.046 1.000 -0.001 -0.007 | -| rho_p | -0.003 -0.242 0.034 0.089 0.079 0.006 -0.073 0.056 0.051 -0.003 0.025 0.005 0.000 0.106 0.001 -0.013 0.068 0.057 0.014 -0.056 0.035 -0.001 1.000 -0.001 | -| phi_s | 0.000 0.059 -0.012 0.002 -0.030 -0.011 -0.019 -0.018 -0.016 0.914 -0.016 -0.008 0.000 -0.028 0.000 -0.002 -0.022 -0.021 -0.011 0.060 -0.053 -0.007 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.20108394833831134}), (, {'error': 0.08820046473571508}), (, {'error': 0.3108139148094773}), (, {'error': 0.33557279995506295}), (, {'error': 1.017020523776591}), (, {'error': 0.030880348381227662}), (, {'error': 0.02462539132546926}), (, {'error': 0.17384328408118277}), (, {'error': 0.2220744755281956}), (, {'error': 0.45343725845138216}), (, {'error': 0.23321189073214255}), (, {'error': 0.21156288460023642}), (, {'error': 0.024345533892719984}), (, {'error': 0.20755320428762586}), (, {'error': 0.017651024839993368}), (, {'error': 0.10282014020304331}), (, {'error': 0.172347834586985}), (, {'error': 0.22722419817478978}), (, {'error': 0.3252443885407592}), (, {'error': 0.032297304088941936}), (, {'error': 0.06182912681767383}), (, {'error': 0.10086871327488867}), (, {'error': 0.3765043983251868}), (, {'error': 2.0572822844040175})]) -Toy 21/25 -Time taken: 2 h, 44 min -Projected time left: 31 min, 16 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1328 (1328 total) | -| EDM = 0.000984 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297241.06924968417 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 1.34 | 0.20 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.33 | 0.07 | | | -2 | 2 | | -| 2 | Dbar_p | 6.3 | 1.9 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 8.2 | 1.4 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.66 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.19 | 0.18 | | |0.00501244| 2.01499 | | -| 8 | omega_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.23 | 0.31 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.94 | 0.26 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.50 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.41 | 0.25 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.17 | 0.20 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.45 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 1.88 | 0.18 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 3.53 | 0.27 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | 3.3 | 1.5 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.430 | 0.013 | | | -2 | 2 | | -| 20| bplus_1 | -0.755 | 0.031 | | | -2 | 2 | | -| 21| p4160_p | -2.34 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.19 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 17.2 | 1.3 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.170 -0.006 0.059 -0.004 -0.080 -0.152 0.158 0.011 -0.003 -0.060 -0.123 -0.117 0.176 -0.042 -0.092 0.266 -0.229 -0.166 0.138 0.235 -0.199 -0.012 0.001 | -| bplus_2 | -0.170 1.000 0.017 -0.007 -0.026 0.128 0.063 0.128 -0.019 -0.017 0.025 0.118 0.218 0.349 0.113 0.040 0.174 0.218 0.150 -0.189 -0.269 0.125 0.253 -0.073 | -| Dbar_p | -0.006 0.017 1.000 0.016 -0.003 -0.313 -0.468 0.036 -0.005 -0.014 -0.252 -0.301 -0.422 0.430 -0.584 -0.572 0.016 -0.265 -0.313 0.012 0.068 -0.346 -0.043 0.005 | -| rho_s | 0.059 -0.007 0.016 1.000 0.040 -0.123 -0.156 -0.027 0.380 -0.005 -0.066 -0.135 -0.185 0.106 -0.094 -0.053 -0.029 -0.145 -0.179 0.234 0.096 -0.146 0.296 -0.005 | -| omega_s | -0.004 -0.026 -0.003 0.040 1.000 0.012 0.010 -0.000 0.779 -0.030 0.003 0.012 0.019 -0.018 0.010 0.006 -0.002 0.013 0.021 -0.019 -0.014 0.015 0.049 0.013 | -| psi2s_p | -0.080 0.128 -0.313 -0.123 0.012 1.000 0.680 0.176 -0.014 0.019 0.127 0.473 0.611 -0.326 0.521 0.415 0.150 0.560 0.709 -0.233 -0.442 0.544 0.027 -0.000 | -| jpsi_p | -0.152 0.063 -0.468 -0.156 0.010 0.680 1.000 0.148 -0.020 0.019 0.471 0.723 0.808 -0.711 0.778 0.579 0.176 0.751 0.929 -0.271 -0.540 0.789 0.035 -0.009 | -| p4040_s | 0.158 0.128 0.036 -0.027 -0.000 0.176 0.148 1.000 -0.004 0.003 0.175 0.008 0.232 0.133 0.120 -0.034 0.108 0.077 0.197 -0.057 -0.133 -0.135 0.041 -0.010 | -| omega_p | 0.011 -0.019 -0.005 0.380 0.779 -0.014 -0.020 -0.004 1.000 0.019 -0.008 -0.016 -0.023 0.006 -0.006 -0.001 -0.006 -0.017 -0.018 0.045 0.004 -0.016 0.024 0.038 | -| phi_p | -0.003 -0.017 -0.014 -0.005 -0.030 0.019 0.019 0.003 0.019 1.000 0.009 0.020 0.025 -0.023 0.023 0.016 0.002 0.021 0.031 -0.009 -0.021 0.023 -0.031 0.808 | -| p3770_s | -0.060 0.025 -0.252 -0.066 0.003 0.127 0.471 0.175 -0.008 0.009 1.000 0.363 0.321 -0.333 0.293 0.125 0.128 0.385 0.456 -0.094 -0.245 0.390 0.037 -0.010 | -| p4040_p | -0.123 0.118 -0.301 -0.135 0.012 0.473 0.723 0.008 -0.016 0.020 0.363 1.000 0.613 -0.541 0.531 0.488 0.363 0.674 0.763 -0.244 -0.486 0.678 0.037 -0.003 | -| DDstar_s | -0.117 0.218 -0.422 -0.185 0.019 0.611 0.808 0.232 -0.023 0.025 0.321 0.613 1.000 -0.598 0.796 0.438 0.240 0.707 0.855 -0.357 -0.665 0.654 0.036 0.002 | -| Ctt | 0.176 0.349 0.430 0.106 -0.018 -0.326 -0.711 0.133 0.006 -0.023 -0.333 -0.541 -0.598 1.000 -0.732 -0.535 0.070 -0.478 -0.643 0.144 0.282 -0.631 0.028 -0.016 | -| Dbar_s | -0.042 0.113 -0.584 -0.094 0.010 0.521 0.778 0.120 -0.006 0.023 0.293 0.531 0.796 -0.732 1.000 0.656 0.124 0.587 0.774 -0.168 -0.358 0.611 0.056 -0.005 | -| p3770_p | -0.092 0.040 -0.572 -0.053 0.006 0.415 0.579 -0.034 -0.001 0.016 0.125 0.488 0.438 -0.535 0.656 1.000 0.041 0.447 0.541 -0.072 -0.199 0.539 0.029 -0.004 | -| p4160_s | 0.266 0.174 0.016 -0.029 -0.002 0.150 0.176 0.108 -0.006 0.002 0.128 0.363 0.240 0.070 0.124 0.041 1.000 0.159 0.237 -0.057 -0.160 0.087 0.059 -0.016 | -| p4415_p | -0.229 0.218 -0.265 -0.145 0.013 0.560 0.751 0.077 -0.017 0.021 0.385 0.674 0.707 -0.478 0.587 0.447 0.159 1.000 0.815 -0.279 -0.547 0.756 0.053 -0.005 | -| DDstar_p | -0.166 0.150 -0.313 -0.179 0.021 0.709 0.929 0.197 -0.018 0.031 0.456 0.763 0.855 -0.643 0.774 0.541 0.237 0.815 1.000 -0.340 -0.631 0.820 0.030 0.007 | -| bplus_0 | 0.138 -0.189 0.012 0.234 -0.019 -0.233 -0.271 -0.057 0.045 -0.009 -0.094 -0.244 -0.357 0.144 -0.168 -0.072 -0.057 -0.279 -0.340 1.000 -0.184 -0.271 -0.005 -0.015 | -| bplus_1 | 0.235 -0.269 0.068 0.096 -0.014 -0.442 -0.540 -0.133 0.004 -0.021 -0.245 -0.486 -0.665 0.282 -0.358 -0.199 -0.160 -0.547 -0.631 -0.184 1.000 -0.522 0.021 -0.006 | -| p4160_p | -0.199 0.125 -0.346 -0.146 0.015 0.544 0.789 -0.135 -0.016 0.023 0.390 0.678 0.654 -0.631 0.611 0.539 0.087 0.756 0.820 -0.271 -0.522 1.000 0.030 0.001 | -| rho_p | -0.012 0.253 -0.043 0.296 0.049 0.027 0.035 0.041 0.024 -0.031 0.037 0.037 0.036 0.028 0.056 0.029 0.059 0.053 0.030 -0.005 0.021 0.030 1.000 0.010 | -| phi_s | 0.001 -0.073 0.005 -0.005 0.013 -0.000 -0.009 -0.010 0.038 0.808 -0.010 -0.003 0.002 -0.016 -0.005 -0.004 -0.016 -0.005 0.007 -0.015 -0.006 0.001 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1977933268580635}), (, {'error': 0.06982728114751979}), (, {'error': 1.8686165872869571}), (, {'error': 0.3363254949980998}), (, {'error': 1.4063421757094985}), (, {'error': 0.04503915460249708}), (, {'error': 0.07406455814325996}), (, {'error': 0.17744278893825993}), (, {'error': 0.3359471880427365}), (, {'error': 0.3077727983213605}), (, {'error': 0.25858299644076554}), (, {'error': 0.23222092944159733}), (, {'error': 0.5588172196524719}), (, {'error': 0.2530971465467797}), (, {'error': 0.2031067635743533}), (, {'error': 0.1427213642434424}), (, {'error': 0.17644948895307055}), (, {'error': 0.2655932569509174}), (, {'error': 1.4941217720444517}), (, {'error': 0.012743328830775003}), (, {'error': 0.03068034429548472}), (, {'error': 0.1986593578553384}), (, {'error': 0.25163511999881205}), (, {'error': 1.3262784165271153})]) -Toy 22/25 -Time taken: 2 h, 52 min -Projected time left: 23 min, 33 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=348 (348 total) | -| EDM = 2.51E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297205.46665460523 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.76 | 0.17 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.24 | 0.08 | | | -2 | 2 | | -| 2 | Dbar_p | 1.1 | 1.9 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 2.1 | 1.5 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.0 | 0.7 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.64 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.80 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.69 | 0.31 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 2.11 | 0.24 | | |0.918861 | 4.08114 | | -| 11| p4040_p | 3.60 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.16 | 0.08 | | | -0.3 | 0.3 | | -| 13| Ctt | -0.21 | 0.27 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.14 | 0.11 | | | -0.3 | 0.3 | | -| 15| p3770_p | -3.01 | 0.18 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.24 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 3.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -3.0 | 2.7 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.511 | 0.013 | | | -2 | 2 | | -| 20| bplus_1 | -1.024 | 0.030 | | | -2 | 2 | | -| 21| p4160_p | 3.93 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.35 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 19.7 | 0.8 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 -0.113 -0.020 -0.001 -0.003 -0.031 -0.083 0.129 -0.008 -0.005 -0.034 -0.055 0.075 0.138 0.013 -0.068 0.244 -0.121 0.070 0.075 0.129 -0.103 0.002 -0.003 | -| bplus_2 | -0.113 1.000 0.003 0.001 0.031 0.030 -0.042 0.071 -0.018 -0.105 -0.022 0.034 0.157 0.380 -0.101 -0.012 0.118 0.150 -0.042 -0.136 -0.259 0.032 0.352 -0.142 | -| Dbar_p | -0.020 0.003 1.000 -0.001 0.002 0.417 0.745 0.102 -0.003 0.026 0.239 0.446 0.111 -0.789 0.460 0.632 0.129 0.479 -0.821 0.070 0.120 0.691 0.034 0.002 | -| rho_s | -0.001 0.001 -0.001 1.000 0.003 0.001 0.000 0.000 -0.016 -0.000 0.001 0.001 0.002 0.001 -0.003 -0.001 0.000 0.001 -0.001 -0.006 0.001 0.001 -0.013 0.002 | -| omega_s | -0.003 0.031 0.002 0.003 1.000 0.003 0.003 0.006 0.472 -0.060 0.004 0.005 0.006 0.003 -0.003 -0.001 0.007 0.008 -0.006 -0.017 0.010 0.005 0.092 -0.014 | -| psi2s_p | -0.031 0.030 0.417 0.001 0.003 1.000 0.621 0.161 0.015 0.033 0.157 0.381 -0.045 -0.280 0.093 0.365 0.153 0.438 -0.632 -0.067 -0.101 0.555 -0.009 0.013 | -| jpsi_p | -0.083 -0.042 0.745 0.000 0.003 0.621 1.000 0.187 0.016 0.040 0.479 0.648 -0.037 -0.713 0.249 0.576 0.218 0.644 -0.916 -0.040 -0.064 0.851 -0.003 0.008 | -| p4040_s | 0.129 0.071 0.102 0.000 0.006 0.161 0.187 1.000 0.004 -0.001 0.207 0.047 0.069 0.063 -0.160 0.008 0.131 0.078 -0.235 -0.032 -0.063 -0.003 0.036 -0.013 | -| omega_p | -0.008 -0.018 -0.003 -0.016 0.472 0.015 0.016 0.004 1.000 0.049 0.011 0.017 0.010 -0.008 -0.024 -0.003 0.003 0.016 -0.020 -0.048 -0.003 0.018 -0.231 0.039 | -| phi_p | -0.005 -0.105 0.026 -0.000 -0.060 0.033 0.040 -0.001 0.049 1.000 0.019 0.032 -0.009 -0.048 -0.008 0.024 -0.006 0.024 -0.050 -0.015 -0.028 0.045 -0.317 0.487 | -| p3770_s | -0.034 -0.022 0.239 0.001 0.004 0.157 0.479 0.207 0.011 0.019 1.000 0.327 -0.127 -0.301 0.045 0.106 0.165 0.353 -0.453 -0.032 -0.078 0.431 0.009 -0.001 | -| p4040_p | -0.055 0.034 0.446 0.001 0.005 0.381 0.648 0.047 0.017 0.032 0.327 1.000 -0.128 -0.506 0.080 0.453 0.407 0.564 -0.673 -0.073 -0.131 0.683 -0.000 0.009 | -| DDstar_s | 0.075 0.157 0.111 0.002 0.006 -0.045 -0.037 0.069 0.010 -0.009 -0.127 -0.128 1.000 -0.042 0.233 -0.079 0.033 -0.037 0.037 -0.091 -0.181 -0.124 0.025 -0.014 | -| Ctt | 0.138 0.380 -0.789 0.001 0.003 -0.280 -0.713 0.063 -0.008 -0.048 -0.301 -0.506 -0.042 1.000 -0.394 -0.551 0.004 -0.423 0.691 -0.054 -0.120 -0.687 0.065 -0.036 | -| Dbar_s | 0.013 -0.101 0.460 -0.003 -0.003 0.093 0.249 -0.160 -0.024 -0.008 0.045 0.080 0.233 -0.394 1.000 0.516 -0.132 0.001 -0.116 0.197 0.317 0.187 0.056 -0.018 | -| p3770_p | -0.068 -0.012 0.632 -0.001 -0.001 0.365 0.576 0.008 -0.003 0.024 0.106 0.453 -0.079 -0.551 0.516 1.000 0.075 0.390 -0.566 0.075 0.102 0.590 0.015 0.004 | -| p4160_s | 0.244 0.118 0.129 0.000 0.007 0.153 0.218 0.131 0.003 -0.006 0.165 0.407 0.033 0.004 -0.132 0.075 1.000 0.135 -0.275 -0.025 -0.070 0.169 0.058 -0.022 | -| p4415_p | -0.121 0.150 0.479 0.001 0.008 0.438 0.644 0.078 0.016 0.024 0.353 0.564 -0.037 -0.423 0.001 0.390 0.135 1.000 -0.703 -0.096 -0.170 0.712 0.030 -0.001 | -| DDstar_p | 0.070 -0.042 -0.821 -0.001 -0.006 -0.632 -0.916 -0.235 -0.020 -0.050 -0.453 -0.673 0.037 0.691 -0.116 -0.566 -0.275 -0.703 1.000 0.084 0.118 -0.885 0.010 -0.023 | -| bplus_0 | 0.075 -0.136 0.070 -0.006 -0.017 -0.067 -0.040 -0.032 -0.048 -0.015 -0.032 -0.073 -0.091 -0.054 0.197 0.075 -0.025 -0.096 0.084 1.000 -0.543 -0.072 0.008 -0.021 | -| bplus_1 | 0.129 -0.259 0.120 0.001 0.010 -0.101 -0.064 -0.063 -0.003 -0.028 -0.078 -0.131 -0.181 -0.120 0.317 0.102 -0.070 -0.170 0.118 -0.543 1.000 -0.117 0.067 -0.015 | -| p4160_p | -0.103 0.032 0.691 0.001 0.005 0.555 0.851 -0.003 0.018 0.045 0.431 0.683 -0.124 -0.687 0.187 0.590 0.169 0.712 -0.885 -0.072 -0.117 1.000 -0.009 0.019 | -| rho_p | 0.002 0.352 0.034 -0.013 0.092 -0.009 -0.003 0.036 -0.231 -0.317 0.009 -0.000 0.025 0.065 0.056 0.015 0.058 0.030 0.010 0.008 0.067 -0.009 1.000 -0.159 | -| phi_s | -0.003 -0.142 0.002 0.002 -0.014 0.013 0.008 -0.013 0.039 0.487 -0.001 0.009 -0.014 -0.036 -0.018 0.004 -0.022 -0.001 -0.023 -0.021 -0.015 0.019 -0.159 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17052984337380422}), (, {'error': 0.08156314983111246}), (, {'error': 1.857902719011285}), (, {'error': 1.4820358320479068}), (, {'error': 0.6638379996937442}), (, {'error': 0.04268639322975165}), (, {'error': 0.06792061054487242}), (, {'error': 0.15836598525630807}), (, {'error': 0.312117771242697}), (, {'error': 0.15806389548305955}), (, {'error': 0.24049347019656286}), (, {'error': 0.30054358747136867}), (, {'error': 0.07518107730538556}), (, {'error': 0.2688313069439573}), (, {'error': 0.11222486149582211}), (, {'error': 0.18219912572222752}), (, {'error': 0.15916046522755845}), (, {'error': 0.3655154591202381}), (, {'error': 2.745117818473512}), (, {'error': 0.013274611300756467}), (, {'error': 0.029706622472295496}), (, {'error': 0.22048967025774857}), (, {'error': 0.23411759232707574}), (, {'error': 0.84008951160226})]) -Toy 23/25 -Time taken: 2 h, 57 min -Projected time left: 15 min, 26 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1569 (1569 total) | -| EDM = 0.000812 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297285.5277356348 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.98 | 0.18 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.15 | 0.06 | | | -2 | 2 | | -| 2 | Dbar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 0.4 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 8.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.69 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 1.07 | 0.16 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 0.63 | 0.25 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 0.51 | 0.25 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.05 | 0.31 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.77 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.15 | 0.48 | | | -0.3 | 0.3 | | -| 13| Ctt | 0.026 | 0.165 | | | -1.5 | 1.5 | | -| 14| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.90 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 2.16 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -4.0 | 2.1 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.432 | 0.008 | | | -2 | 2 | | -| 20| bplus_1 | -0.849 | 0.017 | | | -2 | 2 | | -| 21| p4160_p | -1.94 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.21 | 0.80 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 20.0 | 1.2 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.006 -0.024 0.019 -0.006 -0.181 -0.260 0.128 -0.001 -0.011 -0.175 -0.190 -0.245 0.274 -0.174 -0.225 0.221 -0.283 0.268 0.044 0.053 -0.265 -0.003 -0.008 | -| bplus_2 | 0.006 1.000 -0.059 0.016 -0.025 -0.235 -0.337 0.041 -0.042 -0.061 -0.239 -0.248 -0.289 0.576 -0.187 -0.207 0.027 -0.143 0.314 -0.193 -0.282 -0.275 0.226 -0.104 | -| Dbar_p | -0.024 -0.059 1.000 -0.078 0.013 0.068 -0.009 0.040 -0.020 -0.004 0.113 0.099 -0.018 0.326 0.117 -0.228 0.129 0.096 -0.070 -0.203 -0.255 0.035 -0.010 0.013 | -| rho_s | 0.019 0.016 -0.078 1.000 -0.136 0.018 0.027 0.013 0.323 0.013 0.019 0.016 0.013 -0.011 0.008 0.042 0.016 0.010 -0.032 0.180 -0.006 0.015 0.063 -0.027 | -| omega_s | -0.006 -0.025 0.013 -0.136 1.000 0.005 0.001 -0.004 0.608 -0.043 0.003 0.006 0.011 -0.006 0.008 0.002 -0.004 0.006 -0.009 -0.021 0.003 0.009 0.045 0.003 | -| psi2s_p | -0.181 -0.235 0.068 0.018 0.005 1.000 0.710 -0.008 0.023 0.034 0.390 0.580 0.736 -0.134 0.457 0.551 0.133 0.558 -0.726 0.138 0.175 0.666 -0.004 0.013 | -| jpsi_p | -0.260 -0.337 -0.009 0.027 0.001 0.710 1.000 -0.058 0.026 0.035 0.693 0.797 0.919 -0.451 0.582 0.694 0.194 0.726 -0.906 0.203 0.246 0.870 0.002 0.003 | -| p4040_s | 0.128 0.041 0.040 0.013 -0.004 -0.008 -0.058 1.000 -0.001 -0.006 0.050 -0.135 -0.027 0.297 0.022 -0.120 -0.141 -0.151 0.058 0.031 0.031 -0.216 0.019 -0.012 | -| omega_p | -0.001 -0.042 -0.020 0.323 0.608 0.023 0.026 -0.001 1.000 0.061 0.020 0.024 0.029 -0.019 0.020 0.031 0.003 0.018 -0.036 0.061 -0.005 0.027 -0.192 0.053 | -| phi_p | -0.011 -0.061 -0.004 0.013 -0.043 0.034 0.035 -0.006 0.061 1.000 0.030 0.037 0.048 -0.020 0.033 0.039 0.003 0.032 -0.051 0.019 -0.003 0.044 -0.196 0.770 | -| p3770_s | -0.175 -0.239 0.113 0.019 0.003 0.390 0.693 0.050 0.020 0.030 1.000 0.605 0.696 -0.295 0.433 0.384 0.188 0.563 -0.708 0.158 0.179 0.655 0.012 0.003 | -| p4040_p | -0.190 -0.248 0.099 0.016 0.006 0.580 0.797 -0.135 0.024 0.037 0.605 1.000 0.839 -0.363 0.563 0.652 0.360 0.696 -0.842 0.152 0.181 0.789 0.008 0.010 | -| DDstar_s | -0.245 -0.289 -0.018 0.013 0.011 0.736 0.919 -0.027 0.029 0.048 0.696 0.839 1.000 -0.380 0.730 0.700 0.250 0.778 -0.957 0.153 0.195 0.903 -0.003 0.021 | -| Ctt | 0.274 0.576 0.326 -0.011 -0.006 -0.134 -0.451 0.297 -0.019 -0.020 -0.295 -0.363 -0.380 1.000 -0.251 -0.376 0.108 -0.292 0.352 -0.168 -0.208 -0.448 0.047 -0.020 | -| Dbar_s | -0.174 -0.187 0.117 0.008 0.008 0.457 0.582 0.022 0.020 0.033 0.433 0.563 0.730 -0.251 1.000 0.358 0.211 0.553 -0.748 0.093 0.123 0.610 -0.012 0.018 | -| p3770_p | -0.225 -0.207 -0.228 0.042 0.002 0.551 0.694 -0.120 0.031 0.039 0.384 0.652 0.700 -0.376 0.358 1.000 0.133 0.577 -0.713 0.212 0.254 0.712 -0.010 0.012 | -| p4160_s | 0.221 0.027 0.129 0.016 -0.004 0.133 0.194 -0.141 0.003 0.003 0.188 0.360 0.250 0.108 0.211 0.133 1.000 0.122 -0.232 0.068 0.063 0.181 0.040 -0.017 | -| p4415_p | -0.283 -0.143 0.096 0.010 0.006 0.558 0.726 -0.151 0.018 0.032 0.563 0.696 0.778 -0.292 0.553 0.577 0.122 1.000 -0.770 0.104 0.121 0.786 0.021 0.005 | -| DDstar_p | 0.268 0.314 -0.070 -0.032 -0.009 -0.726 -0.906 0.058 -0.036 -0.051 -0.708 -0.842 -0.957 0.352 -0.748 -0.713 -0.232 -0.770 1.000 -0.206 -0.266 -0.912 0.012 -0.023 | -| bplus_0 | 0.044 -0.193 -0.203 0.180 -0.021 0.138 0.203 0.031 0.061 0.019 0.158 0.152 0.153 -0.168 0.093 0.212 0.068 0.104 -0.206 1.000 -0.417 0.152 -0.041 -0.011 | -| bplus_1 | 0.053 -0.282 -0.255 -0.006 0.003 0.175 0.246 0.031 -0.005 -0.003 0.179 0.181 0.195 -0.208 0.123 0.254 0.063 0.121 -0.266 -0.417 1.000 0.190 0.051 -0.009 | -| p4160_p | -0.265 -0.275 0.035 0.015 0.009 0.666 0.870 -0.216 0.027 0.044 0.655 0.789 0.903 -0.448 0.610 0.712 0.181 0.786 -0.912 0.152 0.190 1.000 -0.003 0.018 | -| rho_p | -0.003 0.226 -0.010 0.063 0.045 -0.004 0.002 0.019 -0.192 -0.196 0.012 0.008 -0.003 0.047 -0.012 -0.010 0.040 0.021 0.012 -0.041 0.051 -0.003 1.000 -0.120 | -| phi_s | -0.008 -0.104 0.013 -0.027 0.003 0.013 0.003 -0.012 0.053 0.770 0.003 0.010 0.021 -0.020 0.018 0.012 -0.017 0.005 -0.023 -0.011 -0.009 0.018 -0.120 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.184841171620179}), (, {'error': 0.06129767156500476}), (, {'error': 0.35867423719432967}), (, {'error': 0.31982224069096077}), (, {'error': 1.1322030135093129}), (, {'error': 0.044762032544123365}), (, {'error': 0.06492382056795076}), (, {'error': 0.15851978904553382}), (, {'error': 0.24854275133096504}), (, {'error': 0.252692628546912}), (, {'error': 0.31008698834038606}), (, {'error': 0.30050729401015897}), (, {'error': 0.4834567706111992}), (, {'error': 0.16461977225024182}), (, {'error': 0.4846195998569952}), (, {'error': 0.14853596985400208}), (, {'error': 0.15603122185102825}), (, {'error': 0.3181016081132215}), (, {'error': 2.14818852145883}), (, {'error': 0.008151673244951141}), (, {'error': 0.016798641428109384}), (, {'error': 0.2427167714217231}), (, {'error': 0.8026772002820914}), (, {'error': 1.180341356886979})]) -Toy 24/25 -Time taken: 3 h, 6 min -Projected time left: 7 min, 46 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1475 (1475 total) | -| EDM = 6.1E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297337.49258972093 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_s | 0.73 | 0.18 | | |0.126447 | 2.35355 | | -| 1 | bplus_2 | -0.34 | 0.10 | | | -2 | 2 | | -| 2 | Dbar_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 3 | rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 5 | psi2s_p | 1.96 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.731 | 0.029 | | |-6.28319 | 6.28319 | | -| 7 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 8 | omega_p | 6.28 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | phi_p | 6.13 | 0.28 | | |-6.28319 | 6.28319 | | -| 10| p3770_s | 3.72 | 0.23 | | |0.918861 | 4.08114 | | -| 11| p4040_p | -2.96 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 13| Ctt | -1.24 | 0.23 | | | -1.5 | 1.5 | | -| 14| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.31 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p4160_s | 0.717 | 0.021 | | | 0.71676 | 3.68324 | | -| 17| p4415_p | 5.17 | 0.27 | | |-6.28319 | 6.28319 | | -| 18| DDstar_p | -0.26 | 0.27 | | |-6.28319 | 6.28319 | | -| 19| bplus_0 | 0.507 | 0.022 | | | -2 | 2 | | -| 20| bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 21| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 22| rho_p | -0.10 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| phi_s | 16.4 | 1.1 | | | 14.8182 | 23.5818 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_s bplus_2 Dbar_p rho_s omega_s psi2s_p jpsi_p p4040_s omega_p phi_p p3770_s p4040_p DDstar_s Ctt Dbar_s p3770_p p4160_s p4415_p DDstar_p bplus_0 bplus_1 p4160_p rho_p phi_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_s | 1.000 0.171 0.004 0.028 0.001 -0.035 0.023 0.049 0.000 0.002 -0.039 0.067 0.009 0.265 0.007 -0.065 0.005 -0.001 -0.011 0.020 0.018 -0.002 0.055 -0.016 | -| bplus_2 | 0.171 1.000 0.011 0.049 0.036 -0.015 0.177 0.234 -0.005 0.013 -0.187 -0.046 0.016 0.802 0.013 -0.157 -0.008 0.179 -0.053 -0.081 -0.177 -0.002 0.249 -0.056 | -| Dbar_p | 0.004 0.011 1.000 0.004 -0.000 0.049 0.094 -0.010 -0.000 0.001 0.042 0.025 -0.000 0.008 0.004 0.086 0.002 0.002 -0.017 0.008 0.004 -0.000 0.008 -0.002 | -| rho_s | 0.028 0.049 0.004 1.000 -0.292 0.013 -0.016 0.022 0.067 0.052 0.010 0.017 -0.003 0.031 -0.003 -0.007 -0.000 0.007 0.025 0.202 -0.171 -0.000 0.250 0.050 | -| omega_s | 0.001 0.036 -0.000 -0.292 1.000 -0.005 -0.027 0.001 -0.234 -0.000 -0.003 0.001 0.001 0.006 0.001 -0.008 -0.000 0.007 -0.007 -0.094 0.088 -0.000 0.372 0.040 | -| psi2s_p | -0.035 -0.015 0.049 0.013 -0.005 1.000 0.069 0.083 0.001 -0.003 -0.414 -0.201 0.014 0.122 0.016 0.113 -0.002 -0.071 0.197 -0.003 0.066 0.003 0.006 -0.006 | -| jpsi_p | 0.023 0.177 0.094 -0.016 -0.027 0.069 1.000 0.030 0.007 -0.032 0.028 0.035 0.014 0.294 0.004 0.071 0.006 0.065 0.474 -0.056 0.000 0.000 -0.089 -0.009 | -| p4040_s | 0.049 0.234 -0.010 0.022 0.001 0.083 0.030 1.000 0.000 0.001 -0.031 -0.270 0.004 0.464 0.002 -0.240 -0.024 -0.210 -0.099 0.009 -0.010 0.007 0.044 -0.012 | -| omega_p | 0.000 -0.005 -0.000 0.067 -0.234 0.001 0.007 0.000 1.000 -0.009 0.000 -0.000 -0.000 0.000 -0.000 0.001 -0.000 -0.001 0.001 0.017 -0.016 0.000 -0.004 -0.015 | -| phi_p | 0.002 0.013 0.001 0.052 -0.000 -0.003 -0.032 0.001 -0.009 1.000 0.001 0.003 0.000 -0.003 -0.000 -0.005 0.000 0.003 0.004 -0.002 0.010 -0.000 0.132 0.705 | -| p3770_s | -0.039 -0.187 0.042 0.010 -0.003 -0.414 0.028 -0.031 0.000 0.001 1.000 0.137 0.002 -0.328 0.008 -0.101 0.009 0.032 0.233 0.042 0.063 0.000 0.008 -0.007 | -| p4040_p | 0.067 -0.046 0.025 0.017 0.001 -0.201 0.035 -0.270 -0.000 0.003 0.137 1.000 0.016 -0.203 0.017 0.207 -0.003 -0.001 0.222 0.022 0.047 -0.003 0.036 -0.012 | -| DDstar_s | 0.009 0.016 -0.000 -0.003 0.001 0.014 0.014 0.004 -0.000 0.000 0.002 0.016 1.000 0.006 -0.001 -0.004 0.001 0.010 0.008 -0.001 -0.021 -0.000 0.001 -0.000 | -| Ctt | 0.265 0.802 0.008 0.031 0.006 0.122 0.294 0.464 0.000 -0.003 -0.328 -0.203 0.006 1.000 0.028 -0.231 -0.023 -0.060 -0.030 -0.013 -0.173 -0.002 0.103 -0.032 | -| Dbar_s | 0.007 0.013 0.004 -0.003 0.001 0.016 0.004 0.002 -0.000 -0.000 0.008 0.017 -0.001 0.028 1.000 -0.013 0.000 0.010 -0.000 -0.002 -0.017 -0.000 -0.000 0.000 | -| p3770_p | -0.065 -0.157 0.086 -0.007 -0.008 0.113 0.071 -0.240 0.001 -0.005 -0.101 0.207 -0.004 -0.231 -0.013 1.000 0.017 0.114 0.308 0.019 0.026 -0.000 -0.039 0.003 | -| p4160_s | 0.005 -0.008 0.002 -0.000 -0.000 -0.002 0.006 -0.024 -0.000 0.000 0.009 -0.003 0.001 -0.023 0.000 0.017 1.000 0.011 0.020 0.001 0.001 -0.003 -0.000 -0.000 | -| p4415_p | -0.001 0.179 0.002 0.007 0.007 -0.071 0.065 -0.210 -0.001 0.003 0.032 -0.001 0.010 -0.060 0.010 0.114 0.011 1.000 0.073 0.007 -0.091 0.004 0.048 -0.013 | -| DDstar_p | -0.011 -0.053 -0.017 0.025 -0.007 0.197 0.474 -0.099 0.001 0.004 0.233 0.222 0.008 -0.030 -0.000 0.308 0.020 0.073 1.000 0.031 0.115 0.000 0.013 -0.005 | -| bplus_0 | 0.020 -0.081 0.008 0.202 -0.094 -0.003 -0.056 0.009 0.017 -0.002 0.042 0.022 -0.001 -0.013 -0.002 0.019 0.001 0.007 0.031 1.000 -0.929 -0.000 -0.068 -0.022 | -| bplus_1 | 0.018 -0.177 0.004 -0.171 0.088 0.066 0.000 -0.010 -0.016 0.010 0.063 0.047 -0.021 -0.173 -0.017 0.026 0.001 -0.091 0.115 -0.929 1.000 -0.000 0.071 0.027 | -| p4160_p | -0.002 -0.002 -0.000 -0.000 -0.000 0.003 0.000 0.007 0.000 -0.000 0.000 -0.003 -0.000 -0.002 -0.000 -0.000 -0.003 0.004 0.000 -0.000 -0.000 1.000 -0.001 0.000 | -| rho_p | 0.055 0.249 0.008 0.250 0.372 0.006 -0.089 0.044 -0.004 0.132 0.008 0.036 0.001 0.103 -0.000 -0.039 -0.000 0.048 0.013 -0.068 0.071 -0.001 1.000 0.147 | -| phi_s | -0.016 -0.056 -0.002 0.050 0.040 -0.006 -0.009 -0.012 -0.015 0.705 -0.007 -0.012 -0.000 -0.032 0.000 0.003 -0.000 -0.013 -0.005 -0.022 0.027 0.000 0.147 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18129046873546295}), (, {'error': 0.0975383485229534}), (, {'error': 0.1296059121746458}), (, {'error': 0.32190021627284116}), (, {'error': 0.937897869695222}), (, {'error': 0.03168627079905839}), (, {'error': 0.029179741956117944}), (, {'error': 0.1698675658376793}), (, {'error': 0.28200102860489107}), (, {'error': 0.2835809193915342}), (, {'error': 0.23324564605133657}), (, {'error': 0.19182652713135373}), (, {'error': 0.012817590095439868}), (, {'error': 0.22953539266962253}), (, {'error': 0.015097698951584582}), (, {'error': 0.08859057731212516}), (, {'error': 0.021162792286431642}), (, {'error': 0.2672215969331022}), (, {'error': 0.27148610619896507}), (, {'error': 0.02246111505888959}), (, {'error': 0.04149347451382246}), (, {'error': 0.009385469219505449}), (, {'error': 0.23528251809322143}), (, {'error': 1.1069604408464873})]) -Toy 25/25 -Time taken: 3 h, 15 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.33999486765571435 -Mean Ctt error = 0.18798426405201787 -95 Sensitivy = 0.0002968399016619018 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247879.out b/finished fits/ff1data1/slurm-2247879.out deleted file mode 100644 index 715a976..0000000 --- a/finished fits/ff1data1/slurm-2247879.out +++ /dev/null @@ -1,5571 +0,0 @@ -Simulation starting -2019-09-05 20:27:34.304673: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 20:27:34.635618: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 20:27:34.636080: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:27:34.638505: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:27:34.640800: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:27:34.641298: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:27:34.644102: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:27:34.646513: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:27:34.653436: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:27:34.659599: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:27:34.660085: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 20:27:34.684905: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 20:27:34.685302: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ece01453d0 executing computations on platform Host. Devices: -2019-09-05 20:27:34.685343: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 20:27:34.689086: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:95:00.0 -2019-09-05 20:27:34.689219: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:27:34.689249: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:27:34.689272: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:27:34.689296: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:27:34.689319: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:27:34.689342: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:27:34.689366: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:27:34.696517: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:27:34.696769: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:27:34.913579: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 20:27:34.913639: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 20:27:34.913652: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 20:27:34.923301: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:95:00.0, compute capability: 3.7) -2019-09-05 20:27:34.926218: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ece06a19d0 executing computations on platform CUDA. Devices: -2019-09-05 20:27:34.926260: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 20:27:37.080366 140217104520960 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 20:27:37.141383 140217104520960 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 20:27:37.654447 140217104520960 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 20:27:57.841032: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 20:28:06.677758 140217104520960 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333713.0460381 Edm = 1092.62 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333713.0460381 Edm = 1092.62 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301787.8614787 Edm = 13.9579 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300288.4441503 Edm = 5.44423 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 300285.7191172 Edm = 5.48994 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299934.0314733 Edm = 68.3667 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 299366.4726219 Edm = 2837.56 NCalls = 37 -VariableMetric: Iteration # 6 - FCN = 299072.9998954 Edm = 159.327 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 299018.2243454 Edm = 47.6909 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 299001.6912327 Edm = 8.70777 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298968.8025446 Edm = 32.7547 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 298284.292601 Edm = 36.6413 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 297980.554153 Edm = 91.0981 NCalls = 61 -VariableMetric: Iteration # 12 - FCN = 297886.6508407 Edm = 7.73601 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 297880.4373407 Edm = 6.36807 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297840.6100464 Edm = 6.75861 NCalls = 68 -VariableMetric: Iteration # 15 - FCN = 297828.9258001 Edm = 14.717 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297797.8182692 Edm = 22.8697 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297774.749877 Edm = 45.1876 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297756.8798561 Edm = 11.733 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297733.6654158 Edm = 11.8897 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297705.1869997 Edm = 46.8407 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297669.3687396 Edm = 17.7482 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297664.4983643 Edm = 1.91901 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297662.0324554 Edm = 0.515425 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297657.7820888 Edm = 4.72269 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297613.0081558 Edm = 28.4264 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297510.0765578 Edm = 5.53006 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297502.4334955 Edm = 2.38858 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297498.1628503 Edm = 1.183 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297494.3856924 Edm = 0.883918 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297492.428603 Edm = 1.06034 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297491.9523529 Edm = 0.491893 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297491.0428868 Edm = 0.691464 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297489.9077253 Edm = 0.680726 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297489.120692 Edm = 0.793999 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297487.9236534 Edm = 0.518132 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297487.2862716 Edm = 1.61153 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297485.5941041 Edm = 0.470772 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297485.1058586 Edm = 1.46897 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297480.3069099 Edm = 1.92035 NCalls = 155 -VariableMetric: Iteration # 40 - FCN = 297474.771801 Edm = 37.5394 NCalls = 160 -VariableMetric: Iteration # 41 - FCN = 297473.3810718 Edm = 2.21789 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297471.1381578 Edm = 2.90681 NCalls = 167 -VariableMetric: Iteration # 43 - FCN = 297466.8680874 Edm = 1.32603 NCalls = 169 -VariableMetric: Iteration # 44 - FCN = 297462.689692 Edm = 11.5276 NCalls = 176 -VariableMetric: Iteration # 45 - FCN = 297449.9457243 Edm = 12.9389 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297446.7375178 Edm = 5.48178 NCalls = 183 -VariableMetric: Iteration # 47 - FCN = 297442.2835676 Edm = 2.27505 NCalls = 186 -VariableMetric: Iteration # 48 - FCN = 297439.4738551 Edm = 0.281926 NCalls = 188 -VariableMetric: Iteration # 49 - FCN = 297439.2757636 Edm = 0.100258 NCalls = 190 -VariableMetric: Iteration # 50 - FCN = 297426.7920089 Edm = 12.1745 NCalls = 196 -VariableMetric: Iteration # 51 - FCN = 297355.7071871 Edm = 19.9904 NCalls = 201 -VariableMetric: Iteration # 52 - FCN = 297350.9290518 Edm = 7.0232 NCalls = 203 -VariableMetric: Iteration # 53 - FCN = 297346.9444702 Edm = 0.146217 NCalls = 205 -VariableMetric: Iteration # 54 - FCN = 297346.8704528 Edm = 0.0118857 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297346.8018131 Edm = 0.0472007 NCalls = 210 -VariableMetric: Iteration # 56 - FCN = 297344.0550744 Edm = 2.85384 NCalls = 215 -VariableMetric: Iteration # 57 - FCN = 297332.2570248 Edm = 9.42191 NCalls = 222 -VariableMetric: Iteration # 58 - FCN = 297251.6930049 Edm = 9.64599 NCalls = 226 -VariableMetric: Iteration # 59 - FCN = 297231.1156044 Edm = 6.01745 NCalls = 229 -VariableMetric: Iteration # 60 - FCN = 297222.7366894 Edm = 0.651975 NCalls = 231 -VariableMetric: Iteration # 61 - FCN = 297221.6848658 Edm = 0.0823405 NCalls = 233 -VariableMetric: Iteration # 62 - FCN = 297221.5979498 Edm = 0.0212291 NCalls = 235 -VariableMetric: Iteration # 63 - FCN = 297221.5696772 Edm = 0.0177287 NCalls = 237 -VariableMetric: Iteration # 64 - FCN = 297221.4926969 Edm = 0.0513157 NCalls = 240 -VariableMetric: Iteration # 65 - FCN = 297218.1817139 Edm = 3.9866 NCalls = 245 -VariableMetric: Iteration # 66 - FCN = 297217.9073136 Edm = 0.233468 NCalls = 247 -VariableMetric: Iteration # 67 - FCN = 297213.9818459 Edm = 3.96088 NCalls = 252 -VariableMetric: Iteration # 68 - FCN = 297189.8679455 Edm = 11.29 NCalls = 259 -VariableMetric: Iteration # 69 - FCN = 297170.227106 Edm = 3.45963 NCalls = 262 -VariableMetric: Iteration # 70 - FCN = 297166.8941553 Edm = 0.871969 NCalls = 264 -VariableMetric: Iteration # 71 - FCN = 297165.5445095 Edm = 0.405742 NCalls = 266 -VariableMetric: Iteration # 72 - FCN = 297164.9686389 Edm = 0.179989 NCalls = 268 -VariableMetric: Iteration # 73 - FCN = 297164.7410968 Edm = 0.0527912 NCalls = 270 -VariableMetric: Iteration # 74 - FCN = 297164.6753537 Edm = 0.00419483 NCalls = 272 -VariableMetric: Iteration # 75 - FCN = 297164.6621832 Edm = 0.00426654 NCalls = 274 -VariableMetric: Iteration # 76 - FCN = 297164.6387929 Edm = 0.0147925 NCalls = 277 -VariableMetric: Iteration # 77 - FCN = 297163.324194 Edm = 1.50645 NCalls = 282 -VariableMetric: Iteration # 78 - FCN = 297163.2421465 Edm = 0.0687513 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297161.3495713 Edm = 2.23376 NCalls = 289 -VariableMetric: Iteration # 80 - FCN = 297161.2823238 Edm = 0.0514971 NCalls = 291 -VariableMetric: Iteration # 81 - FCN = 297159.1545041 Edm = 2.02896 NCalls = 296 -VariableMetric: Iteration # 82 - FCN = 297158.9924954 Edm = 0.176597 NCalls = 299 -VariableMetric: Iteration # 83 - FCN = 297156.887921 Edm = 1.61315 NCalls = 306 -VariableMetric: Iteration # 84 - FCN = 297148.1355478 Edm = 1.36577 NCalls = 308 -VariableMetric: Iteration # 85 - FCN = 297146.8914592 Edm = 0.196296 NCalls = 310 -VariableMetric: Iteration # 86 - FCN = 297146.6717965 Edm = 0.0103959 NCalls = 312 -VariableMetric: Iteration # 87 - FCN = 297146.6563807 Edm = 0.00275427 NCalls = 314 -VariableMetric: Iteration # 88 - FCN = 297146.6493844 Edm = 0.00238298 NCalls = 316 -VariableMetric: Iteration # 89 - FCN = 297146.5898427 Edm = 0.061439 NCalls = 320 -VariableMetric: Iteration # 90 - FCN = 297145.1476369 Edm = 1.052 NCalls = 327 -VariableMetric: Iteration # 91 - FCN = 297142.3137267 Edm = 0.37503 NCalls = 330 -VariableMetric: Iteration # 92 - FCN = 297141.9123377 Edm = 0.0438869 NCalls = 332 -VariableMetric: Iteration # 93 - FCN = 297141.8763052 Edm = 0.00357079 NCalls = 334 -VariableMetric: Iteration # 94 - FCN = 297141.8738388 Edm = 0.000190322 NCalls = 336 -VariableMetric: Iteration # 95 - FCN = 297141.8724019 Edm = 0.00149103 NCalls = 339 -VariableMetric: Iteration # 96 - FCN = 297141.8030735 Edm = 0.0545049 NCalls = 346 -VariableMetric: Iteration # 97 - FCN = 297140.4456281 Edm = 0.509593 NCalls = 350 -VariableMetric: Iteration # 98 - FCN = 297139.5496444 Edm = 0.0117971 NCalls = 352 -VariableMetric: Iteration # 99 - FCN = 297139.532657 Edm = 0.000465495 NCalls = 354 -VariableMetric: Iteration # 100 - FCN = 297139.5320321 Edm = 6.21471e-05 NCalls = 356 -VariableMetric: After Hessian - FCN = 297139.5320321 Edm = 7029.27 NCalls = 833 -VariableMetric: Iteration # 101 - FCN = 297139.5320321 Edm = 7029.27 NCalls = 833 -VariableMetric: Iteration # 102 - FCN = 297137.3868651 Edm = 75892.4 NCalls = 839 -VariableMetric: Iteration # 103 - FCN = 297130.9300269 Edm = 6.62198 NCalls = 850 -VariableMetric: Iteration # 104 - FCN = 297130.2869637 Edm = 1.10535 NCalls = 853 -VariableMetric: Iteration # 105 - FCN = 297129.3844425 Edm = 0.16117 NCalls = 856 -VariableMetric: Iteration # 106 - FCN = 297128.7540238 Edm = 0.0453183 NCalls = 859 -VariableMetric: Iteration # 107 - FCN = 297128.6342847 Edm = 0.0348327 NCalls = 861 -VariableMetric: Iteration # 108 - FCN = 297127.8181836 Edm = 1.57229 NCalls = 865 -VariableMetric: Iteration # 109 - FCN = 297127.7771296 Edm = 0.0466342 NCalls = 867 -VariableMetric: Iteration # 110 - FCN = 297127.2824942 Edm = 0.634706 NCalls = 871 -VariableMetric: Iteration # 111 - FCN = 297125.8684146 Edm = 2.35487 NCalls = 876 -VariableMetric: Iteration # 112 - FCN = 297125.8279176 Edm = 0.128342 NCalls = 878 -VariableMetric: Iteration # 113 - FCN = 297125.5171884 Edm = 0.572287 NCalls = 881 -VariableMetric: Iteration # 114 - FCN = 297124.338997 Edm = 1.00446 NCalls = 886 -VariableMetric: Iteration # 115 - FCN = 297111.7122913 Edm = 2.39627 NCalls = 890 -VariableMetric: Iteration # 116 - FCN = 297109.2100837 Edm = 2.32714 NCalls = 891 -VariableMetric: Iteration # 117 - FCN = 297107.4636983 Edm = 0.706758 NCalls = 893 -VariableMetric: Iteration # 118 - FCN = 297106.1233131 Edm = 0.79161 NCalls = 895 -VariableMetric: Iteration # 119 - FCN = 297105.3986293 Edm = 0.3793 NCalls = 897 -VariableMetric: Iteration # 120 - FCN = 297105.0423638 Edm = 0.162015 NCalls = 899 -VariableMetric: Iteration # 121 - FCN = 297104.6959622 Edm = 0.167503 NCalls = 901 -VariableMetric: Iteration # 122 - FCN = 297104.4193168 Edm = 0.106682 NCalls = 904 -VariableMetric: Iteration # 123 - FCN = 297104.2362255 Edm = 0.0576468 NCalls = 906 -VariableMetric: Iteration # 124 - FCN = 297104.1397366 Edm = 0.031838 NCalls = 908 -VariableMetric: Iteration # 125 - FCN = 297104.0592776 Edm = 0.0541611 NCalls = 910 -VariableMetric: Iteration # 126 - FCN = 297103.9874941 Edm = 0.0247807 NCalls = 912 -VariableMetric: Iteration # 127 - FCN = 297103.956968 Edm = 0.00945212 NCalls = 914 -VariableMetric: Iteration # 128 - FCN = 297103.9200197 Edm = 0.0133776 NCalls = 917 -VariableMetric: Iteration # 129 - FCN = 297103.8889693 Edm = 0.0120907 NCalls = 919 -VariableMetric: Iteration # 130 - FCN = 297103.8626577 Edm = 0.00677377 NCalls = 921 -VariableMetric: Iteration # 131 - FCN = 297103.8459713 Edm = 0.00426922 NCalls = 923 -VariableMetric: Iteration # 132 - FCN = 297103.8399477 Edm = 0.000810343 NCalls = 925 -VariableMetric: Iteration # 133 - FCN = 297103.8378871 Edm = 0.000519731 NCalls = 927 -VariableMetric: Iteration # 134 - FCN = 297103.8367856 Edm = 0.000312374 NCalls = 929 -VariableMetric: Iteration # 135 - FCN = 297103.8343021 Edm = 0.00137596 NCalls = 932 -VariableMetric: Iteration # 136 - FCN = 297103.8249088 Edm = 0.00270733 NCalls = 935 -VariableMetric: Iteration # 137 - FCN = 297103.8200737 Edm = 0.000462204 NCalls = 937 -VariableMetric: Iteration # 138 - FCN = 297103.8189956 Edm = 0.00035973 NCalls = 939 -VariableMetric: Iteration # 139 - FCN = 297103.8180355 Edm = 0.000105544 NCalls = 941 -VariableMetric: Iteration # 140 - FCN = 297103.8178149 Edm = 7.77695e-05 NCalls = 943 -VariableMetric: Iteration # 141 - FCN = 297103.817317 Edm = 0.000167737 NCalls = 946 -VariableMetric: Iteration # 142 - FCN = 297103.8169214 Edm = 3.33672e-05 NCalls = 948 -VariableMetric: After Hessian - FCN = 297103.8169214 Edm = 0.309758 NCalls = 1443 -VariableMetric: Iteration # 143 - FCN = 297103.8169214 Edm = 0.309758 NCalls = 1443 -VariableMetric: Iteration # 144 - FCN = 297103.7544123 Edm = 0.122234 NCalls = 1445 -VariableMetric: Iteration # 145 - FCN = 297103.7537885 Edm = 0.00354936 NCalls = 1447 -VariableMetric: Iteration # 146 - FCN = 297103.7514017 Edm = 4.23049e-05 NCalls = 1449 -VariableMetric: Iteration # 147 - FCN = 297103.7513542 Edm = 2.5556e-06 NCalls = 1451 -VariableMetric: After Hessian - FCN = 297103.7513542 Edm = 5.14254e-06 NCalls = 1954 -VariableMetric: Iteration # 148 - FCN = 297103.7513542 Edm = 5.14254e-06 NCalls = 1954 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309409.5825305 Edm = 13.7945 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309409.5825305 Edm = 13.7945 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303979.0889799 Edm = 18.1996 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303960.2719862 Edm = 54.3057 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298182.542624 Edm = 70.8814 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 298064.0038515 Edm = 158.678 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 297672.3584684 Edm = 77.3135 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 297576.3165844 Edm = 1.30861 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 297575.5821672 Edm = 0.511963 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297561.8421871 Edm = 11.3557 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297377.2994819 Edm = 8.565 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297370.0050598 Edm = 0.187516 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297369.7920967 Edm = 0.021874 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297369.3196839 Edm = 0.44738 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297308.7192571 Edm = 15.5809 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297303.3842669 Edm = 44.6709 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297281.6651236 Edm = 6.66717 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297277.2370522 Edm = 0.437752 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297276.9388419 Edm = 0.0358395 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297276.842165 Edm = 0.091177 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297274.2409682 Edm = 2.4544 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297157.8688168 Edm = 3.82937 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297151.6750812 Edm = 1.78544 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297147.3172897 Edm = 0.680434 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297145.3461304 Edm = 0.502985 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297143.3869189 Edm = 0.663448 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297141.4876703 Edm = 0.511259 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297140.8405024 Edm = 0.41567 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297140.1397096 Edm = 0.162963 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297139.7424541 Edm = 0.393476 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297139.2826271 Edm = 0.221973 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297138.894197 Edm = 0.127516 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297138.6287667 Edm = 0.194835 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297138.4924463 Edm = 0.165125 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297138.2175964 Edm = 0.0622205 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297137.9809409 Edm = 0.114304 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297137.9303051 Edm = 0.0963059 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297137.8177117 Edm = 0.0241998 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297137.7505736 Edm = 0.0862777 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297137.6873383 Edm = 0.0336255 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297137.6334462 Edm = 0.0146506 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297137.6155607 Edm = 0.0259708 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297137.5330875 Edm = 0.0614493 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297137.4515485 Edm = 0.069202 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297137.3380672 Edm = 0.145488 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297137.2767384 Edm = 0.0961223 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297136.8031232 Edm = 0.160948 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297136.3549014 Edm = 0.908629 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297135.5168052 Edm = 0.678993 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297135.198036 Edm = 1.68785 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297134.0276375 Edm = 0.259771 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297133.2609718 Edm = 1.50532 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297132.5594648 Edm = 0.240427 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297132.309872 Edm = 0.530029 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297132.0069601 Edm = 0.201907 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297131.346979 Edm = 0.18124 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297130.9928163 Edm = 0.257117 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297130.7908212 Edm = 0.101401 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297130.5581084 Edm = 0.248886 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297130.3065384 Edm = 0.256217 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297128.7144225 Edm = 1.11053 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297126.7770818 Edm = 1.75557 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297125.196633 Edm = 2.78116 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297109.4880462 Edm = 12.1453 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297098.3896597 Edm = 7.74743 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297091.618953 Edm = 14.0208 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297076.3006913 Edm = 3.47142 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297067.5107712 Edm = 4.34416 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297065.2142602 Edm = 0.192975 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297064.698166 Edm = 0.0723163 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297064.5624227 Edm = 0.0103091 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297064.5421425 Edm = 0.00597351 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297064.527523 Edm = 0.0032498 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297064.0892368 Edm = 0.340867 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297052.3646786 Edm = 6.02358 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297045.0941296 Edm = 3.16437 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297040.7814558 Edm = 1.28838 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297039.5494655 Edm = 0.919681 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297038.1359085 Edm = 0.376196 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297037.5638497 Edm = 0.274275 NCalls = 248 -VariableMetric: Iteration # 79 - FCN = 297037.2345701 Edm = 0.122657 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297037.1554686 Edm = 0.0336812 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297037.1286628 Edm = 0.00170044 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297037.1251637 Edm = 0.00104823 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297037.090711 Edm = 0.0284318 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297036.8849578 Edm = 0.14137 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297034.2608215 Edm = 2.63351 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297030.7310872 Edm = 0.923886 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297029.6500964 Edm = 0.0486431 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297029.5936392 Edm = 0.00524149 NCalls = 276 -VariableMetric: Iteration # 89 - FCN = 297029.5885217 Edm = 0.000808036 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297029.5872959 Edm = 0.000468326 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297029.5726464 Edm = 0.0116919 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297029.1389403 Edm = 0.334051 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297026.4313609 Edm = 0.856614 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297025.5899603 Edm = 0.209943 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297025.3873742 Edm = 0.0764269 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297025.3207019 Edm = 0.0126122 NCalls = 299 -VariableMetric: Iteration # 97 - FCN = 297025.2979478 Edm = 0.00247154 NCalls = 301 -VariableMetric: Iteration # 98 - FCN = 297025.2949918 Edm = 0.00025556 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297025.2939225 Edm = 0.000833295 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297025.2517281 Edm = 0.0510502 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297025.2490655 Edm = 0.00251332 NCalls = 314 -VariableMetric: Iteration # 102 - FCN = 297025.0448073 Edm = 0.175456 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297022.3381799 Edm = 0.337426 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297022.0752326 Edm = 0.0234745 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297022.0519077 Edm = 0.0021729 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297022.0493143 Edm = 0.000220172 NCalls = 331 -VariableMetric: Iteration # 107 - FCN = 297022.0489264 Edm = 0.000168816 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297022.0483231 Edm = 0.000608352 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297022.0030164 Edm = 0.0465018 NCalls = 341 -VariableMetric: Iteration # 110 - FCN = 297021.9769041 Edm = 0.0256314 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297020.3446602 Edm = 0.0734118 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297020.277634 Edm = 0.00393142 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297020.2730894 Edm = 0.000149843 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297020.2729192 Edm = 2.59596e-05 NCalls = 358 -VariableMetric: After Hessian - FCN = 297020.2729192 Edm = 27.281 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297020.2729192 Edm = 27.281 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297020.1877835 Edm = 42.4475 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297019.6582516 Edm = 2321.53 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297019.640004 Edm = 181.287 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297019.6323038 Edm = 61.9309 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297019.6067299 Edm = 329.116 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297019.5774453 Edm = 51.1122 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297019.3974425 Edm = 104.595 NCalls = 870 -VariableMetric: Iteration # 123 - FCN = 297019.3506636 Edm = 41.4697 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297019.2248005 Edm = 48.1636 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297019.1034701 Edm = 38.2588 NCalls = 879 -VariableMetric: Iteration # 126 - FCN = 297018.8504931 Edm = 46.9573 NCalls = 881 -VariableMetric: Iteration # 127 - FCN = 297018.610325 Edm = 11.2638 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297018.4616644 Edm = 55.2352 NCalls = 885 -VariableMetric: Iteration # 129 - FCN = 297018.298724 Edm = 2.87706 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297017.5728723 Edm = 43.0455 NCalls = 893 -VariableMetric: Iteration # 131 - FCN = 297017.3655564 Edm = 1.47758 NCalls = 895 -VariableMetric: Iteration # 132 - FCN = 297017.1083164 Edm = 2.64185 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297016.8620952 Edm = 1.65591 NCalls = 899 -VariableMetric: Iteration # 134 - FCN = 297016.4651982 Edm = 1.51484 NCalls = 901 -VariableMetric: Iteration # 135 - FCN = 297016.3084343 Edm = 2.13427 NCalls = 903 -VariableMetric: Iteration # 136 - FCN = 297015.6992645 Edm = 3.36135 NCalls = 905 -VariableMetric: Iteration # 137 - FCN = 297015.354158 Edm = 5.35933 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297014.7527851 Edm = 3.48965 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297014.325991 Edm = 4.14305 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297013.3514097 Edm = 1.50295 NCalls = 913 -VariableMetric: Iteration # 141 - FCN = 297012.3822316 Edm = 1.59926 NCalls = 916 -VariableMetric: Iteration # 142 - FCN = 297011.6327343 Edm = 0.813233 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297010.8618992 Edm = 0.935223 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297010.5736373 Edm = 0.104015 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297010.4778628 Edm = 0.0753313 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297010.4425407 Edm = 0.0279281 NCalls = 928 -VariableMetric: Iteration # 147 - FCN = 297010.4132267 Edm = 0.00969154 NCalls = 930 -VariableMetric: Iteration # 148 - FCN = 297010.40122 Edm = 0.0038946 NCalls = 932 -VariableMetric: Iteration # 149 - FCN = 297010.3995962 Edm = 0.00107197 NCalls = 934 -VariableMetric: Iteration # 150 - FCN = 297010.3988378 Edm = 0.000237068 NCalls = 935 -VariableMetric: Iteration # 151 - FCN = 297010.3986187 Edm = 5.25384e-05 NCalls = 937 -VariableMetric: After Hessian - FCN = 297010.3986187 Edm = 4.00043e-05 NCalls = 1422 -VariableMetric: Iteration # 152 - FCN = 297010.3986187 Edm = 4.00043e-05 NCalls = 1422 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305587.1222246 Edm = 71.1198 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305587.1222246 Edm = 71.1198 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302304.4861295 Edm = 22.7022 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302268.4125838 Edm = 16.0772 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 302207.9131576 Edm = 49.2162 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297937.7795941 Edm = 3.69278 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297932.7835521 Edm = 5.89792 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297911.9790951 Edm = 0.4052 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297909.6169527 Edm = 1.6524 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297789.1175187 Edm = 40.9882 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297735.5939584 Edm = 0.588262 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297734.9975011 Edm = 0.160176 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297730.7074249 Edm = 3.3446 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297720.105024 Edm = 0.268321 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297719.4108356 Edm = 0.455946 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297659.0867631 Edm = 38.6401 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297562.6572794 Edm = 3.98222 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297559.4489061 Edm = 0.1324 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297559.2585561 Edm = 0.079431 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297550.9661771 Edm = 7.52297 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297423.1186225 Edm = 6.26334 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297415.1855988 Edm = 0.476993 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297414.0871202 Edm = 0.0919043 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297413.7928379 Edm = 0.0270285 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297413.7190685 Edm = 0.0364395 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297396.9252906 Edm = 11.9844 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297329.4629197 Edm = 29.8106 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297302.4620888 Edm = 16.6845 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297284.804693 Edm = 2.3941 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297283.0322315 Edm = 0.113969 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297282.9031752 Edm = 0.00738288 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297282.8622538 Edm = 0.03355 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297281.9794862 Edm = 0.88468 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297259.1948172 Edm = 14.6843 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297231.3261403 Edm = 15.6367 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297219.4964781 Edm = 2.85216 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297217.5207125 Edm = 1.27586 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297215.7151164 Edm = 0.933894 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297213.9566627 Edm = 1.48331 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297211.7911123 Edm = 1.2893 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297210.1979065 Edm = 1.78011 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297208.5567639 Edm = 0.17575 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297208.2878605 Edm = 0.0286273 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297208.2542161 Edm = 0.0110417 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297208.2085432 Edm = 0.0194758 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297207.9225789 Edm = 0.205409 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297203.8084041 Edm = 2.9073 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297197.3092294 Edm = 3.40599 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297194.5283518 Edm = 8.31893 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297184.8533305 Edm = 4.35643 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297180.837783 Edm = 0.721023 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297180.0854818 Edm = 0.0877257 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297179.9490039 Edm = 0.00379292 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297179.9442956 Edm = 0.00226375 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297179.9232585 Edm = 0.0240525 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297179.6664669 Edm = 0.251068 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297179.5934962 Edm = 0.0757666 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297179.565854 Edm = 0.0213258 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297172.6852753 Edm = 11.6039 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297172.1932667 Edm = 0.473473 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297171.9483245 Edm = 0.0326777 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297171.7661742 Edm = 0.148748 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297168.6899874 Edm = 0.730933 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297167.6236069 Edm = 0.200188 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297166.9237755 Edm = 0.471961 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297165.3596131 Edm = 0.44601 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297164.5894506 Edm = 0.0405903 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297164.5376632 Edm = 0.00178151 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297164.5335152 Edm = 0.00184671 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297164.5228653 Edm = 0.00724475 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297164.4347667 Edm = 0.0950968 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297162.9816749 Edm = 1.14878 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297157.6919292 Edm = 0.435935 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297157.0244838 Edm = 0.129071 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297156.8993537 Edm = 0.0143074 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297156.8872711 Edm = 0.00193668 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297156.8856858 Edm = 0.000201383 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297156.885339 Edm = 0.000206098 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297156.8830267 Edm = 0.002158 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297156.7889479 Edm = 0.0765002 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297155.7753003 Edm = 0.916463 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297155.358753 Edm = 0.818184 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297154.0800423 Edm = 0.967266 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297151.9944598 Edm = 0.307596 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297151.466134 Edm = 0.13132 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297151.3397365 Edm = 0.0540953 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297151.2962289 Edm = 0.0141455 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297151.2823158 Edm = 0.00223349 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297151.2797585 Edm = 0.000781869 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297151.2764849 Edm = 0.00236751 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297151.2635993 Edm = 0.00585131 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297151.2538436 Edm = 0.0038823 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297151.2421908 Edm = 0.00856003 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297151.1099787 Edm = 0.115934 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297149.5567109 Edm = 0.917711 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297148.7009238 Edm = 0.462797 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297148.294494 Edm = 0.0336916 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297148.2678917 Edm = 0.0111332 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297148.2537476 Edm = 0.0100967 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297148.2373857 Edm = 0.01072 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297148.2135602 Edm = 0.00424613 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297148.2069421 Edm = 0.000787412 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297148.206152 Edm = 0.000547772 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297148.2056138 Edm = 0.000147258 NCalls = 317 -VariableMetric: Iteration # 103 - FCN = 297148.2050974 Edm = 0.000353184 NCalls = 319 -VariableMetric: Iteration # 104 - FCN = 297148.1965948 Edm = 0.00641858 NCalls = 323 -VariableMetric: Iteration # 105 - FCN = 297148.0727117 Edm = 0.0987328 NCalls = 328 -VariableMetric: Iteration # 106 - FCN = 297147.9981493 Edm = 0.256876 NCalls = 330 -VariableMetric: Iteration # 107 - FCN = 297147.6320773 Edm = 0.221813 NCalls = 335 -VariableMetric: Iteration # 108 - FCN = 297147.3152522 Edm = 0.203815 NCalls = 338 -VariableMetric: Iteration # 109 - FCN = 297147.1439116 Edm = 0.0696456 NCalls = 340 -VariableMetric: Iteration # 110 - FCN = 297147.0603642 Edm = 0.0550806 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297146.9370785 Edm = 0.0918517 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297146.8306276 Edm = 0.014196 NCalls = 349 -VariableMetric: Iteration # 113 - FCN = 297146.8199563 Edm = 0.00319519 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297146.8164623 Edm = 0.000493753 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297146.8156776 Edm = 0.000177101 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297146.8150267 Edm = 0.000199843 NCalls = 357 -VariableMetric: Iteration # 117 - FCN = 297146.8121641 Edm = 0.00250404 NCalls = 360 -VariableMetric: Iteration # 118 - FCN = 297146.7474815 Edm = 0.0543077 NCalls = 364 -VariableMetric: Iteration # 119 - FCN = 297146.1446145 Edm = 1.88854 NCalls = 368 -VariableMetric: Iteration # 120 - FCN = 297146.0349759 Edm = 0.123631 NCalls = 371 -VariableMetric: Iteration # 121 - FCN = 297144.9687853 Edm = 0.527963 NCalls = 376 -VariableMetric: Iteration # 122 - FCN = 297144.343645 Edm = 0.221351 NCalls = 379 -VariableMetric: Iteration # 123 - FCN = 297144.1651689 Edm = 0.07774 NCalls = 381 -VariableMetric: Iteration # 124 - FCN = 297144.1009486 Edm = 0.016547 NCalls = 384 -VariableMetric: Iteration # 125 - FCN = 297144.0690804 Edm = 0.0125589 NCalls = 386 -VariableMetric: Iteration # 126 - FCN = 297144.0292099 Edm = 0.0506044 NCalls = 389 -VariableMetric: Iteration # 127 - FCN = 297143.9260289 Edm = 0.100151 NCalls = 393 -VariableMetric: Iteration # 128 - FCN = 297143.8703292 Edm = 0.0328986 NCalls = 396 -VariableMetric: Iteration # 129 - FCN = 297143.8285602 Edm = 0.0076579 NCalls = 399 -VariableMetric: Iteration # 130 - FCN = 297143.8157808 Edm = 0.0022988 NCalls = 401 -VariableMetric: Iteration # 131 - FCN = 297143.8124297 Edm = 8.9533e-05 NCalls = 403 -VariableMetric: Iteration # 132 - FCN = 297143.8122903 Edm = 5.64195e-05 NCalls = 405 -VariableMetric: After Hessian - FCN = 297143.8122903 Edm = 159.805 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297143.8122903 Edm = 159.805 NCalls = 878 -VariableMetric: Iteration # 134 - FCN = 297142.8970704 Edm = 189.111 NCalls = 881 -VariableMetric: Iteration # 135 - FCN = 297142.7305768 Edm = 9.22152 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297141.3099237 Edm = 0.733954 NCalls = 889 -VariableMetric: Iteration # 137 - FCN = 297141.1130182 Edm = 0.159283 NCalls = 899 -VariableMetric: Iteration # 138 - FCN = 297141.096262 Edm = 3.17152 NCalls = 901 -VariableMetric: Iteration # 139 - FCN = 297140.7877308 Edm = 1.01089 NCalls = 903 -VariableMetric: Iteration # 140 - FCN = 297140.5904127 Edm = 0.24408 NCalls = 905 -VariableMetric: Iteration # 141 - FCN = 297140.450756 Edm = 0.0322058 NCalls = 907 -VariableMetric: Iteration # 142 - FCN = 297140.4067803 Edm = 0.136739 NCalls = 909 -VariableMetric: Iteration # 143 - FCN = 297139.8007161 Edm = 4.22262 NCalls = 916 -VariableMetric: Iteration # 144 - FCN = 297139.7883286 Edm = 0.0517017 NCalls = 918 -VariableMetric: Iteration # 145 - FCN = 297139.7624693 Edm = 0.104257 NCalls = 921 -VariableMetric: Iteration # 146 - FCN = 297139.5774736 Edm = 0.503227 NCalls = 924 -VariableMetric: Iteration # 147 - FCN = 297139.2705648 Edm = 0.539665 NCalls = 928 -VariableMetric: Iteration # 148 - FCN = 297138.6489638 Edm = 1.00008 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297138.0529148 Edm = 0.784064 NCalls = 938 -VariableMetric: Iteration # 150 - FCN = 297135.9076041 Edm = 2.41364 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297135.9023951 Edm = 0.0868591 NCalls = 951 -VariableMetric: Iteration # 152 - FCN = 297135.839178 Edm = 0.208035 NCalls = 953 -VariableMetric: Iteration # 153 - FCN = 297135.7621785 Edm = 0.350611 NCalls = 955 -VariableMetric: Iteration # 154 - FCN = 297135.4686187 Edm = 0.174753 NCalls = 958 -VariableMetric: Iteration # 155 - FCN = 297135.361265 Edm = 0.122274 NCalls = 960 -VariableMetric: Iteration # 156 - FCN = 297135.2161343 Edm = 0.152294 NCalls = 962 -VariableMetric: Iteration # 157 - FCN = 297135.1361067 Edm = 0.107954 NCalls = 964 -VariableMetric: Iteration # 158 - FCN = 297134.9787703 Edm = 0.124502 NCalls = 967 -VariableMetric: Iteration # 159 - FCN = 297134.6459632 Edm = 0.167864 NCalls = 970 -VariableMetric: Iteration # 160 - FCN = 297134.2698139 Edm = 0.317652 NCalls = 973 -VariableMetric: Iteration # 161 - FCN = 297133.7996618 Edm = 0.387632 NCalls = 975 -VariableMetric: Iteration # 162 - FCN = 297133.0043196 Edm = 0.559398 NCalls = 979 -VariableMetric: Iteration # 163 - FCN = 297132.6005606 Edm = 1.46465 NCalls = 981 -VariableMetric: Iteration # 164 - FCN = 297132.0786283 Edm = 0.668776 NCalls = 984 -VariableMetric: Iteration # 165 - FCN = 297131.3298316 Edm = 0.272895 NCalls = 986 -VariableMetric: Iteration # 166 - FCN = 297130.7013032 Edm = 0.294127 NCalls = 988 -VariableMetric: Iteration # 167 - FCN = 297130.3555918 Edm = 0.292566 NCalls = 990 -VariableMetric: Iteration # 168 - FCN = 297129.9609019 Edm = 0.349767 NCalls = 992 -VariableMetric: Iteration # 169 - FCN = 297128.9039367 Edm = 0.68845 NCalls = 997 -VariableMetric: Iteration # 170 - FCN = 297128.2184798 Edm = 1.30182 NCalls = 1001 -VariableMetric: Iteration # 171 - FCN = 297126.7455901 Edm = 0.806125 NCalls = 1005 -VariableMetric: Iteration # 172 - FCN = 297125.9800632 Edm = 0.436974 NCalls = 1007 -VariableMetric: Iteration # 173 - FCN = 297125.5580396 Edm = 0.204362 NCalls = 1009 -VariableMetric: Iteration # 174 - FCN = 297125.4261945 Edm = 0.157917 NCalls = 1011 -VariableMetric: Iteration # 175 - FCN = 297125.132315 Edm = 0.20866 NCalls = 1013 -VariableMetric: Iteration # 176 - FCN = 297124.7422957 Edm = 0.250153 NCalls = 1015 -VariableMetric: Iteration # 177 - FCN = 297124.4983998 Edm = 0.0534598 NCalls = 1017 -VariableMetric: Iteration # 178 - FCN = 297124.3896771 Edm = 0.0385964 NCalls = 1019 -VariableMetric: Iteration # 179 - FCN = 297124.3218868 Edm = 0.00643967 NCalls = 1021 -VariableMetric: Iteration # 180 - FCN = 297124.3130963 Edm = 0.0023521 NCalls = 1023 -VariableMetric: Iteration # 181 - FCN = 297124.3084705 Edm = 0.00294696 NCalls = 1025 -VariableMetric: Iteration # 182 - FCN = 297124.2935342 Edm = 0.0100712 NCalls = 1028 -VariableMetric: Iteration # 183 - FCN = 297124.2585161 Edm = 0.029243 NCalls = 1030 -VariableMetric: Iteration # 184 - FCN = 297124.2037899 Edm = 0.0354106 NCalls = 1033 -VariableMetric: Iteration # 185 - FCN = 297124.1370556 Edm = 0.022676 NCalls = 1035 -VariableMetric: Iteration # 186 - FCN = 297124.109047 Edm = 0.00290816 NCalls = 1037 -VariableMetric: Iteration # 187 - FCN = 297124.1063651 Edm = 0.000300442 NCalls = 1039 -VariableMetric: Iteration # 188 - FCN = 297124.1059586 Edm = 0.000135857 NCalls = 1041 -VariableMetric: Iteration # 189 - FCN = 297124.104811 Edm = 0.00100338 NCalls = 1044 -VariableMetric: Iteration # 190 - FCN = 297124.0921288 Edm = 0.00960276 NCalls = 1047 -VariableMetric: Iteration # 191 - FCN = 297124.016786 Edm = 0.0393982 NCalls = 1050 -VariableMetric: Iteration # 192 - FCN = 297123.8868582 Edm = 0.0331432 NCalls = 1052 -VariableMetric: Iteration # 193 - FCN = 297123.8450511 Edm = 0.0035645 NCalls = 1054 -VariableMetric: Iteration # 194 - FCN = 297123.8422075 Edm = 0.000272335 NCalls = 1056 -VariableMetric: Iteration # 195 - FCN = 297123.8419704 Edm = 2.57054e-05 NCalls = 1058 -VariableMetric: After Hessian - FCN = 297123.8419704 Edm = 2.9455e-05 NCalls = 1541 -VariableMetric: Iteration # 196 - FCN = 297123.8419704 Edm = 2.9455e-05 NCalls = 1541 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306295.2539423 Edm = 13.0575 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306295.2539423 Edm = 13.0575 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301860.4155656 Edm = 396.959 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301734.5514055 Edm = 102.879 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300130.9847707 Edm = 117.298 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300047.826849 Edm = 217.124 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299896.5535752 Edm = 136.12 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 299825.9615858 Edm = 61.1957 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299785.9034989 Edm = 18.7366 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299305.9241377 Edm = 682.438 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298709.897581 Edm = 7.56143 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298698.1427625 Edm = 6.05936 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298677.8104127 Edm = 3.57989 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298661.3109613 Edm = 6.54305 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298618.8207862 Edm = 19.4325 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 298574.769505 Edm = 10.1013 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 298560.8416651 Edm = 5.22278 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 298507.558777 Edm = 85.8995 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 298265.6539914 Edm = 448.248 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 298156.5714662 Edm = 56.8546 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297933.7370734 Edm = 97.2964 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297924.5304844 Edm = 10.1984 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297917.2556067 Edm = 0.634069 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297916.4566068 Edm = 0.27564 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297914.2872257 Edm = 1.03359 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297839.6907721 Edm = 119.013 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297838.2577936 Edm = 2.01862 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297834.7462248 Edm = 1.63728 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297733.9168653 Edm = 68.1562 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297595.9446043 Edm = 39.0059 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297552.9499174 Edm = 1.44934 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297551.3012913 Edm = 0.907718 NCalls = 119 -VariableMetric: Iteration # 31 - FCN = 297550.6860205 Edm = 0.168507 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297550.323376 Edm = 0.232005 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297535.0483807 Edm = 10.3845 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297460.5399486 Edm = 6.97179 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297448.2942605 Edm = 2.13309 NCalls = 135 -VariableMetric: Iteration # 36 - FCN = 297445.7209293 Edm = 0.801731 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297442.9600484 Edm = 0.819699 NCalls = 142 -VariableMetric: Iteration # 38 - FCN = 297442.0531204 Edm = 0.206631 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297441.9090338 Edm = 0.0204638 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297441.8052895 Edm = 0.0880908 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297440.5413148 Edm = 1.10969 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297433.5664737 Edm = 4.25564 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297422.9441393 Edm = 2.63362 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297421.7381991 Edm = 0.0258142 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297421.7164304 Edm = 0.00255289 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297421.6981646 Edm = 0.0164645 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297419.4464079 Edm = 1.75516 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297412.4150554 Edm = 1.34675 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297410.9159516 Edm = 0.0265474 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297410.8912064 Edm = 0.00291913 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297410.8836635 Edm = 0.00519778 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297410.8261094 Edm = 0.0642795 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297409.8375386 Edm = 0.806302 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297393.2305698 Edm = 1.69271 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297390.1385568 Edm = 0.162127 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297389.9441636 Edm = 0.00526631 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297389.93957 Edm = 0.000533208 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297389.9387592 Edm = 0.000179316 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297389.9365243 Edm = 0.00146868 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297389.8544594 Edm = 0.0686767 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297385.5442108 Edm = 0.595016 NCalls = 221 -VariableMetric: Iteration # 62 - FCN = 297384.7310288 Edm = 0.0263762 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297384.7059242 Edm = 0.00118362 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297384.7047377 Edm = 0.000234605 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297384.7014767 Edm = 0.00331788 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297384.4094942 Edm = 0.0711562 NCalls = 238 -VariableMetric: Iteration # 67 - FCN = 297383.1045252 Edm = 0.42608 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297382.3910871 Edm = 0.172173 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297382.2615905 Edm = 0.00538912 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297382.2552298 Edm = 0.000396089 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297382.2548288 Edm = 8.71023e-05 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297382.2534185 Edm = 0.00128365 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297382.1114711 Edm = 0.115003 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297381.2108765 Edm = 0.0590614 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297381.1604448 Edm = 0.00199355 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297381.1583666 Edm = 0.000109464 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297381.1581195 Edm = 0.00011857 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297381.1508845 Edm = 0.00685162 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297380.861039 Edm = 0.202009 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297380.3593416 Edm = 0.0536479 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297380.300168 Edm = 0.000740638 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297380.2994249 Edm = 2.82998e-05 NCalls = 280 -VariableMetric: After Hessian - FCN = 297380.2994249 Edm = 65.0894 NCalls = 753 -VariableMetric: Iteration # 83 - FCN = 297380.2994249 Edm = 65.0894 NCalls = 753 -VariableMetric: Iteration # 84 - FCN = 297379.3797781 Edm = 27.8311 NCalls = 762 -VariableMetric: Iteration # 85 - FCN = 297379.2661613 Edm = 2464.65 NCalls = 769 -VariableMetric: Iteration # 86 - FCN = 297376.1262626 Edm = 20.401 NCalls = 774 -VariableMetric: Iteration # 87 - FCN = 297375.2538153 Edm = 0.354031 NCalls = 776 -VariableMetric: Iteration # 88 - FCN = 297374.2392742 Edm = 0.490638 NCalls = 779 -VariableMetric: Iteration # 89 - FCN = 297373.6705452 Edm = 0.116497 NCalls = 781 -VariableMetric: Iteration # 90 - FCN = 297372.6651393 Edm = 0.138933 NCalls = 785 -VariableMetric: Iteration # 91 - FCN = 297372.101226 Edm = 0.173505 NCalls = 787 -VariableMetric: Iteration # 92 - FCN = 297371.7848637 Edm = 0.160582 NCalls = 790 -VariableMetric: Iteration # 93 - FCN = 297371.3044973 Edm = 0.375633 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297370.747548 Edm = 0.161019 NCalls = 796 -VariableMetric: Iteration # 95 - FCN = 297370.0359293 Edm = 0.161042 NCalls = 798 -VariableMetric: Iteration # 96 - FCN = 297369.7124912 Edm = 0.138636 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297369.3670667 Edm = 0.139991 NCalls = 803 -VariableMetric: Iteration # 98 - FCN = 297369.0841665 Edm = 0.069173 NCalls = 805 -VariableMetric: Iteration # 99 - FCN = 297368.9034273 Edm = 0.0757629 NCalls = 807 -VariableMetric: Iteration # 100 - FCN = 297368.7812119 Edm = 0.0475574 NCalls = 809 -VariableMetric: Iteration # 101 - FCN = 297368.7103491 Edm = 0.0186453 NCalls = 811 -VariableMetric: Iteration # 102 - FCN = 297368.6648824 Edm = 0.0134801 NCalls = 813 -VariableMetric: Iteration # 103 - FCN = 297368.6284907 Edm = 0.00847644 NCalls = 815 -VariableMetric: Iteration # 104 - FCN = 297368.6125892 Edm = 0.00568488 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297368.5964763 Edm = 0.00251171 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297368.5906948 Edm = 0.00192952 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297368.5830595 Edm = 0.00115348 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297368.5806345 Edm = 0.000810735 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297368.5710601 Edm = 0.00266357 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297368.5652768 Edm = 0.00140205 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297368.5584363 Edm = 0.000873016 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297368.5565118 Edm = 0.000722868 NCalls = 834 -VariableMetric: Iteration # 113 - FCN = 297368.5527741 Edm = 0.000453839 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297368.5505475 Edm = 0.00139879 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297368.5400623 Edm = 0.00207615 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297368.5213395 Edm = 0.00504542 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297368.5134101 Edm = 0.000526216 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297368.5115292 Edm = 0.000302627 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297368.5111595 Edm = 1.38315e-05 NCalls = 850 -VariableMetric: After Hessian - FCN = 297368.5111595 Edm = 6.94643e-05 NCalls = 1335 -VariableMetric: Iteration # 120 - FCN = 297368.5111595 Edm = 6.94643e-05 NCalls = 1335 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304179.7777857 Edm = 20.7169 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304179.7777857 Edm = 20.7169 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302157.8594524 Edm = 6.40112 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302144.584345 Edm = 10.9472 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298693.5557239 Edm = 337.508 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298464.9597542 Edm = 220.141 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298311.1987142 Edm = 5.41858 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298301.031607 Edm = 0.122239 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298300.0964951 Edm = 0.690447 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298229.9716955 Edm = 12.9588 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298210.2278971 Edm = 0.461932 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298209.6153151 Edm = 0.0991936 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 298200.5325358 Edm = 8.55792 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297925.8857209 Edm = 45.2377 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297871.681616 Edm = 3.38649 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297869.1187008 Edm = 0.0227057 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297868.4846196 Edm = 0.649998 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297830.8538619 Edm = 2.86332 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297757.6703381 Edm = 10.7191 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297734.380049 Edm = 7.54047 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297729.0036433 Edm = 3.01309 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297717.7012664 Edm = 2.74438 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297715.4095728 Edm = 0.355475 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297715.0541683 Edm = 0.014362 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297715.0171201 Edm = 0.0245648 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297712.6974495 Edm = 2.05446 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297659.9646916 Edm = 22.9371 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297646.1823247 Edm = 1.29303 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297643.0864932 Edm = 1.18279 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297642.1574404 Edm = 0.606691 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297641.2623103 Edm = 0.116567 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297641.1108574 Edm = 0.0480568 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297641.0369798 Edm = 0.0190104 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297640.6412511 Edm = 0.339499 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297613.1837547 Edm = 13.6572 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297588.7717505 Edm = 2.76436 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297586.2701252 Edm = 0.294522 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297585.826224 Edm = 0.096185 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297585.6135959 Edm = 0.0370534 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297585.5847753 Edm = 0.00667154 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297585.5760804 Edm = 0.00110083 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297585.5657748 Edm = 0.00824497 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297584.5186822 Edm = 0.735777 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297581.1391144 Edm = 3.83509 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297578.7821837 Edm = 1.5711 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297575.3345146 Edm = 0.457697 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297574.8762501 Edm = 0.0329717 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297574.8437532 Edm = 0.00180022 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297574.8404357 Edm = 0.0017571 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297574.8256174 Edm = 0.0115618 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297574.6662432 Edm = 0.107529 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297567.3090957 Edm = 5.67441 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297556.75319 Edm = 4.20648 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297545.2740532 Edm = 10.4412 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297539.9202418 Edm = 7.34295 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297536.3760701 Edm = 2.70462 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297534.2028679 Edm = 1.17363 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297532.0464858 Edm = 1.14244 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297531.3211534 Edm = 0.197171 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297531.1454765 Edm = 0.0239476 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297531.1138381 Edm = 0.0118706 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297531.0864531 Edm = 0.0168388 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297531.0410767 Edm = 0.0328956 NCalls = 186 -VariableMetric: Iteration # 62 - FCN = 297530.9743243 Edm = 0.0143332 NCalls = 189 -VariableMetric: Iteration # 63 - FCN = 297530.8534055 Edm = 0.100366 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297528.2884402 Edm = 2.12237 NCalls = 196 -VariableMetric: Iteration # 65 - FCN = 297515.194919 Edm = 16.1372 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297506.9468956 Edm = 16.2577 NCalls = 203 -VariableMetric: Iteration # 67 - FCN = 297502.7301683 Edm = 4.80825 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297501.593744 Edm = 1.18651 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297500.3874928 Edm = 0.584212 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297499.8657419 Edm = 0.332684 NCalls = 213 -VariableMetric: Iteration # 71 - FCN = 297499.5458175 Edm = 0.152474 NCalls = 215 -VariableMetric: Iteration # 72 - FCN = 297499.3783672 Edm = 0.0641247 NCalls = 217 -VariableMetric: Iteration # 73 - FCN = 297499.339314 Edm = 0.0224965 NCalls = 219 -VariableMetric: Iteration # 74 - FCN = 297499.3081597 Edm = 0.00666831 NCalls = 221 -VariableMetric: Iteration # 75 - FCN = 297499.2968343 Edm = 0.0014223 NCalls = 223 -VariableMetric: Iteration # 76 - FCN = 297499.2950423 Edm = 0.000627781 NCalls = 225 -VariableMetric: Iteration # 77 - FCN = 297499.2880171 Edm = 0.00605665 NCalls = 229 -VariableMetric: Iteration # 78 - FCN = 297498.8238043 Edm = 0.438388 NCalls = 234 -VariableMetric: Iteration # 79 - FCN = 297493.7773192 Edm = 0.710282 NCalls = 238 -VariableMetric: Iteration # 80 - FCN = 297492.9195531 Edm = 0.121363 NCalls = 241 -VariableMetric: Iteration # 81 - FCN = 297492.6822189 Edm = 0.175408 NCalls = 244 -VariableMetric: Iteration # 82 - FCN = 297492.5812137 Edm = 0.107521 NCalls = 246 -VariableMetric: Iteration # 83 - FCN = 297492.4122264 Edm = 0.0361334 NCalls = 250 -VariableMetric: Iteration # 84 - FCN = 297492.3594124 Edm = 0.00331905 NCalls = 252 -VariableMetric: Iteration # 85 - FCN = 297492.3553236 Edm = 0.00091469 NCalls = 254 -VariableMetric: Iteration # 86 - FCN = 297492.3545052 Edm = 0.000344892 NCalls = 256 -VariableMetric: Iteration # 87 - FCN = 297492.352979 Edm = 0.00123649 NCalls = 259 -VariableMetric: Iteration # 88 - FCN = 297492.3139984 Edm = 0.0484115 NCalls = 263 -VariableMetric: Iteration # 89 - FCN = 297492.1939349 Edm = 0.105565 NCalls = 268 -VariableMetric: Iteration # 90 - FCN = 297488.4807563 Edm = 1.09578 NCalls = 273 -VariableMetric: Iteration # 91 - FCN = 297487.8568079 Edm = 0.294631 NCalls = 275 -VariableMetric: Iteration # 92 - FCN = 297487.482181 Edm = 0.0464597 NCalls = 278 -VariableMetric: Iteration # 93 - FCN = 297487.4192687 Edm = 0.0211484 NCalls = 280 -VariableMetric: Iteration # 94 - FCN = 297487.3900156 Edm = 0.00577188 NCalls = 282 -VariableMetric: Iteration # 95 - FCN = 297487.385128 Edm = 0.000864461 NCalls = 284 -VariableMetric: Iteration # 96 - FCN = 297487.3842494 Edm = 0.000176698 NCalls = 286 -VariableMetric: Iteration # 97 - FCN = 297487.3824134 Edm = 0.00149377 NCalls = 289 -VariableMetric: Iteration # 98 - FCN = 297487.276067 Edm = 0.091124 NCalls = 294 -VariableMetric: Iteration # 99 - FCN = 297485.2287276 Edm = 0.978562 NCalls = 299 -VariableMetric: Iteration # 100 - FCN = 297483.8071404 Edm = 0.294011 NCalls = 302 -VariableMetric: Iteration # 101 - FCN = 297483.5433682 Edm = 0.0172056 NCalls = 304 -VariableMetric: Iteration # 102 - FCN = 297483.5227122 Edm = 0.00156011 NCalls = 306 -VariableMetric: Iteration # 103 - FCN = 297483.5210058 Edm = 0.000230894 NCalls = 308 -VariableMetric: Iteration # 104 - FCN = 297483.5201937 Edm = 0.000435553 NCalls = 310 -VariableMetric: Iteration # 105 - FCN = 297483.4960425 Edm = 0.0222762 NCalls = 315 -VariableMetric: Iteration # 106 - FCN = 297482.3239128 Edm = 0.671742 NCalls = 321 -VariableMetric: Iteration # 107 - FCN = 297480.3188506 Edm = 0.857903 NCalls = 324 -VariableMetric: Iteration # 108 - FCN = 297479.2648386 Edm = 0.888108 NCalls = 326 -VariableMetric: Iteration # 109 - FCN = 297478.4017743 Edm = 0.226946 NCalls = 328 -VariableMetric: Iteration # 110 - FCN = 297478.2076733 Edm = 0.0246866 NCalls = 330 -VariableMetric: Iteration # 111 - FCN = 297478.1871524 Edm = 0.000971034 NCalls = 332 -VariableMetric: Iteration # 112 - FCN = 297478.1858226 Edm = 0.000201353 NCalls = 334 -VariableMetric: Iteration # 113 - FCN = 297478.1856441 Edm = 4.82292e-05 NCalls = 336 -VariableMetric: After Hessian - FCN = 297478.1856441 Edm = 7919.83 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297478.1856441 Edm = 7919.83 NCalls = 815 -VariableMetric: Iteration # 115 - FCN = 297476.4747053 Edm = 443.639 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297475.6878662 Edm = 0.802601 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297475.1183641 Edm = 0.123946 NCalls = 831 -VariableMetric: Iteration # 118 - FCN = 297474.2832741 Edm = 0.25103 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297473.7213398 Edm = 0.154289 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297473.6036384 Edm = 0.0272585 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297473.5678696 Edm = 0.0316772 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297473.5271293 Edm = 0.00908645 NCalls = 844 -VariableMetric: Iteration # 123 - FCN = 297473.5055191 Edm = 0.0137969 NCalls = 846 -VariableMetric: Iteration # 124 - FCN = 297473.4825126 Edm = 0.0141025 NCalls = 848 -VariableMetric: Iteration # 125 - FCN = 297473.4642397 Edm = 0.00638576 NCalls = 850 -VariableMetric: Iteration # 126 - FCN = 297473.4420028 Edm = 0.00198307 NCalls = 852 -VariableMetric: Iteration # 127 - FCN = 297473.4355208 Edm = 0.00209761 NCalls = 854 -VariableMetric: Iteration # 128 - FCN = 297473.431884 Edm = 0.000502103 NCalls = 856 -VariableMetric: Iteration # 129 - FCN = 297473.4307957 Edm = 0.000374297 NCalls = 858 -VariableMetric: Iteration # 130 - FCN = 297473.4296052 Edm = 0.000281867 NCalls = 860 -VariableMetric: Iteration # 131 - FCN = 297473.4286212 Edm = 0.00011349 NCalls = 862 -VariableMetric: Iteration # 132 - FCN = 297473.4283971 Edm = 1.80689e-05 NCalls = 864 -VariableMetric: After Hessian - FCN = 297473.4283971 Edm = 0.000404894 NCalls = 1351 -VariableMetric: Iteration # 133 - FCN = 297473.4283971 Edm = 0.000404894 NCalls = 1351 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304635.9978142 Edm = 34.6474 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304635.9978142 Edm = 34.6474 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300954.2153085 Edm = 1.93981 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300944.4333933 Edm = 4.33212 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300941.4817939 Edm = 1.88889 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 300755.1074344 Edm = 113.279 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300248.6750623 Edm = 8.63191 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 300242.4765873 Edm = 1.16562 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 300240.9725602 Edm = 0.655296 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 299571.4973957 Edm = 68.8622 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298892.7247653 Edm = 1096.46 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298688.2927349 Edm = 333.618 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298367.4340671 Edm = 27.2482 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298322.3188381 Edm = 10.4726 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 298281.9481706 Edm = 48.9298 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 298036.0089625 Edm = 119.3 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297723.1298121 Edm = 22.0936 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297655.6164916 Edm = 17.0571 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297614.5792375 Edm = 5.24965 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297602.9694064 Edm = 1.95049 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297597.6275475 Edm = 0.71272 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297595.0994555 Edm = 0.877562 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297592.1296098 Edm = 0.192384 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297591.8275786 Edm = 0.034808 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297591.2738456 Edm = 0.405869 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297586.9469896 Edm = 1.83793 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297576.2541022 Edm = 6.52502 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297535.7587378 Edm = 21.6078 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297519.1524689 Edm = 6.73264 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297502.5008919 Edm = 1.33273 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297499.6418093 Edm = 1.20383 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297482.5441013 Edm = 5.961 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297482.0629709 Edm = 18.6926 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297481.7225771 Edm = 0.0713534 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297481.5183676 Edm = 0.0827458 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297480.9777404 Edm = 0.393941 NCalls = 107 -VariableMetric: Iteration # 35 - FCN = 297471.4148362 Edm = 12.1316 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297444.0113461 Edm = 27.2516 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297406.4083827 Edm = 60.4154 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297382.4230326 Edm = 54.6988 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297360.0890918 Edm = 20.4381 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297345.9629342 Edm = 3.96826 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297341.7521599 Edm = 1.1611 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297341.1298203 Edm = 0.028555 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297341.1023215 Edm = 0.0145636 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297341.0533937 Edm = 0.0395264 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297337.4271585 Edm = 3.4798 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297336.8271459 Edm = 0.501493 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297312.6267309 Edm = 2.53946 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297309.8622501 Edm = 0.528327 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297309.4714051 Edm = 0.0315748 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297309.3125529 Edm = 0.0779219 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297309.0028656 Edm = 0.1511 NCalls = 159 -VariableMetric: Iteration # 52 - FCN = 297307.131667 Edm = 1.13693 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297301.7022267 Edm = 2.1735 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297290.9452578 Edm = 3.38214 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297285.0941649 Edm = 0.956368 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297284.3698134 Edm = 0.056428 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297284.3025287 Edm = 0.00772701 NCalls = 175 -VariableMetric: Iteration # 58 - FCN = 297284.276583 Edm = 0.020259 NCalls = 177 -VariableMetric: Iteration # 59 - FCN = 297282.3381166 Edm = 2.03209 NCalls = 183 -VariableMetric: Iteration # 60 - FCN = 297273.9880706 Edm = 2.45515 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297256.3303958 Edm = 20.3671 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297239.2724772 Edm = 5.99172 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297234.7140506 Edm = 3.18795 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297231.7339753 Edm = 0.675723 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297229.1845099 Edm = 0.919404 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297228.1705129 Edm = 0.155851 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297227.9934788 Edm = 0.0197981 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297227.9646073 Edm = 0.0108787 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297227.7424007 Edm = 0.20156 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297224.3418824 Edm = 2.27135 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297206.1147964 Edm = 12.3006 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297186.8501471 Edm = 2.96593 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297185.3301742 Edm = 0.541478 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297184.9867673 Edm = 0.17483 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297184.7368649 Edm = 0.0592013 NCalls = 231 -VariableMetric: Iteration # 76 - FCN = 297184.6527416 Edm = 0.00771211 NCalls = 233 -VariableMetric: Iteration # 77 - FCN = 297184.6436343 Edm = 0.0014282 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297184.6382698 Edm = 0.0041669 NCalls = 237 -VariableMetric: Iteration # 79 - FCN = 297184.5778992 Edm = 0.0606169 NCalls = 240 -VariableMetric: Iteration # 80 - FCN = 297184.3022588 Edm = 0.24703 NCalls = 245 -VariableMetric: Iteration # 81 - FCN = 297179.4237444 Edm = 1.11729 NCalls = 249 -VariableMetric: Iteration # 82 - FCN = 297178.0133725 Edm = 0.152695 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297177.9128361 Edm = 0.023083 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297177.8813967 Edm = 0.00237388 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297177.8775674 Edm = 0.000775265 NCalls = 258 -VariableMetric: Iteration # 86 - FCN = 297177.8719854 Edm = 0.00662306 NCalls = 261 -VariableMetric: Iteration # 87 - FCN = 297177.7128423 Edm = 0.15315 NCalls = 267 -VariableMetric: Iteration # 88 - FCN = 297171.0203501 Edm = 1.91488 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297168.4796433 Edm = 0.151347 NCalls = 274 -VariableMetric: Iteration # 90 - FCN = 297168.3519466 Edm = 0.00436588 NCalls = 276 -VariableMetric: Iteration # 91 - FCN = 297168.3467902 Edm = 0.0017635 NCalls = 278 -VariableMetric: Iteration # 92 - FCN = 297168.3400304 Edm = 0.00454988 NCalls = 281 -VariableMetric: Iteration # 93 - FCN = 297168.2976359 Edm = 0.0375295 NCalls = 284 -VariableMetric: Iteration # 94 - FCN = 297167.1092557 Edm = 0.94277 NCalls = 288 -VariableMetric: Iteration # 95 - FCN = 297161.66858 Edm = 1.9068 NCalls = 290 -VariableMetric: Iteration # 96 - FCN = 297159.9353593 Edm = 0.400571 NCalls = 292 -VariableMetric: Iteration # 97 - FCN = 297159.4566424 Edm = 0.0553264 NCalls = 294 -VariableMetric: Iteration # 98 - FCN = 297159.388931 Edm = 0.00602257 NCalls = 296 -VariableMetric: Iteration # 99 - FCN = 297159.3828403 Edm = 0.00134357 NCalls = 297 -VariableMetric: Iteration # 100 - FCN = 297159.3810987 Edm = 0.000616456 NCalls = 299 -VariableMetric: Iteration # 101 - FCN = 297159.3744144 Edm = 0.00587649 NCalls = 302 -VariableMetric: Iteration # 102 - FCN = 297158.986776 Edm = 0.319597 NCalls = 307 -VariableMetric: Iteration # 103 - FCN = 297157.5661632 Edm = 0.0874454 NCalls = 309 -VariableMetric: Iteration # 104 - FCN = 297157.4908485 Edm = 0.00693624 NCalls = 311 -VariableMetric: Iteration # 105 - FCN = 297157.4850559 Edm = 0.000187055 NCalls = 313 -VariableMetric: Iteration # 106 - FCN = 297157.4846562 Edm = 0.000144118 NCalls = 315 -VariableMetric: Iteration # 107 - FCN = 297157.4835265 Edm = 0.000692736 NCalls = 318 -VariableMetric: Iteration # 108 - FCN = 297157.4262214 Edm = 0.0468105 NCalls = 323 -VariableMetric: Iteration # 109 - FCN = 297156.764249 Edm = 0.281059 NCalls = 326 -VariableMetric: Iteration # 110 - FCN = 297156.025276 Edm = 0.0820784 NCalls = 329 -VariableMetric: Iteration # 111 - FCN = 297155.929155 Edm = 0.00237883 NCalls = 331 -VariableMetric: Iteration # 112 - FCN = 297155.9265753 Edm = 0.000111605 NCalls = 333 -VariableMetric: Iteration # 113 - FCN = 297155.9263229 Edm = 7.03581e-05 NCalls = 335 -VariableMetric: After Hessian - FCN = 297155.9263229 Edm = 3.16911 NCalls = 806 -VariableMetric: Iteration # 114 - FCN = 297155.9263229 Edm = 3.16911 NCalls = 806 -VariableMetric: Iteration # 115 - FCN = 297152.1197059 Edm = 2.09871 NCalls = 808 -VariableMetric: Iteration # 116 - FCN = 297151.3562533 Edm = 0.361482 NCalls = 811 -VariableMetric: Iteration # 117 - FCN = 297150.8299925 Edm = 0.142845 NCalls = 814 -VariableMetric: Iteration # 118 - FCN = 297150.6831863 Edm = 0.0454008 NCalls = 815 -VariableMetric: Iteration # 119 - FCN = 297150.6359333 Edm = 0.0252359 NCalls = 818 -VariableMetric: Iteration # 120 - FCN = 297150.6136391 Edm = 0.0249138 NCalls = 821 -VariableMetric: Iteration # 121 - FCN = 297150.5750802 Edm = 0.0715781 NCalls = 824 -VariableMetric: Iteration # 122 - FCN = 297150.1207688 Edm = 1.26 NCalls = 831 -VariableMetric: Iteration # 123 - FCN = 297150.1154924 Edm = 0.0180592 NCalls = 833 -VariableMetric: Iteration # 124 - FCN = 297149.7297092 Edm = 0.314532 NCalls = 839 -VariableMetric: Iteration # 125 - FCN = 297149.6610509 Edm = 0.120993 NCalls = 842 -VariableMetric: Iteration # 126 - FCN = 297149.5912002 Edm = 0.305237 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297149.4997502 Edm = 0.0943501 NCalls = 849 -VariableMetric: Iteration # 128 - FCN = 297149.2220953 Edm = 0.215868 NCalls = 853 -VariableMetric: Iteration # 129 - FCN = 297148.5092864 Edm = 0.105083 NCalls = 858 -VariableMetric: Iteration # 130 - FCN = 297148.4373313 Edm = 0.0263683 NCalls = 860 -VariableMetric: Iteration # 131 - FCN = 297148.4198909 Edm = 0.0150432 NCalls = 862 -VariableMetric: Iteration # 132 - FCN = 297148.4049512 Edm = 0.00737432 NCalls = 864 -VariableMetric: Iteration # 133 - FCN = 297148.3673087 Edm = 0.0189887 NCalls = 867 -VariableMetric: Iteration # 134 - FCN = 297148.3394585 Edm = 0.0141404 NCalls = 870 -VariableMetric: Iteration # 135 - FCN = 297148.3284663 Edm = 0.00694339 NCalls = 872 -VariableMetric: Iteration # 136 - FCN = 297148.3197616 Edm = 0.00190378 NCalls = 874 -VariableMetric: Iteration # 137 - FCN = 297148.3160236 Edm = 0.000719097 NCalls = 876 -VariableMetric: Iteration # 138 - FCN = 297148.3150314 Edm = 3.68848e-05 NCalls = 878 -VariableMetric: After Hessian - FCN = 297148.3150314 Edm = 5.21115e-05 NCalls = 1361 -VariableMetric: Iteration # 139 - FCN = 297148.3150314 Edm = 5.21115e-05 NCalls = 1361 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305934.4954759 Edm = 10.4093 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305934.4954759 Edm = 10.4093 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303365.7319131 Edm = 2.94949 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303355.015751 Edm = 4.6807 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303210.5767198 Edm = 203.937 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 302763.910901 Edm = 255.309 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 301992.7344579 Edm = 140.987 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 301658.1419494 Edm = 258.995 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297881.7175305 Edm = 55.8848 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297862.83075 Edm = 2.39776 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297860.681013 Edm = 1.49315 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297855.8646523 Edm = 0.419184 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297854.7047282 Edm = 0.909894 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297833.0053666 Edm = 22.1772 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297815.2612643 Edm = 16.6542 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297559.3204069 Edm = 55.1671 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297519.8603777 Edm = 10.1842 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297510.1043938 Edm = 3.69308 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297499.1610435 Edm = 1.79734 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297496.3731771 Edm = 0.619523 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297495.277116 Edm = 0.63041 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297490.6671114 Edm = 3.4456 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297441.1263413 Edm = 43.5823 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297395.1383816 Edm = 18.6023 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297364.0211369 Edm = 5.47829 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297356.597456 Edm = 2.9781 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297352.1983999 Edm = 0.723927 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297350.5824455 Edm = 0.0903931 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297350.5088233 Edm = 0.0624178 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297350.123083 Edm = 0.325517 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297336.4883178 Edm = 1.46668 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297334.2900665 Edm = 0.265215 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297334.1174573 Edm = 0.0145004 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297334.0902213 Edm = 0.0146248 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297330.1552793 Edm = 3.60618 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297312.9802648 Edm = 0.636613 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297312.4227766 Edm = 0.00975869 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297312.3213079 Edm = 0.0816543 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297307.6947635 Edm = 2.44374 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297298.6767253 Edm = 0.215463 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297298.4758648 Edm = 0.0171896 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297298.4594274 Edm = 0.00328179 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297298.3944027 Edm = 0.063748 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297293.7672729 Edm = 0.637401 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297277.919265 Edm = 5.10117 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297271.8327658 Edm = 2.6183 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297269.620045 Edm = 0.171023 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297269.4312562 Edm = 0.0195121 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297269.4039019 Edm = 0.00358745 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297269.3971158 Edm = 0.00263849 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297269.3318371 Edm = 0.0568099 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297266.1138388 Edm = 2.21932 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297260.6781682 Edm = 0.390619 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297260.2508841 Edm = 0.0203554 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297260.2300171 Edm = 0.00120752 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297260.2284527 Edm = 0.0002322 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297260.2248495 Edm = 0.00311337 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297259.4259145 Edm = 0.637218 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297257.572549 Edm = 0.717791 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297257.0582549 Edm = 0.173112 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297256.8018621 Edm = 0.0785198 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297256.7225466 Edm = 0.00598898 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297256.7159538 Edm = 0.000368492 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297256.7153048 Edm = 0.000342474 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297256.7045755 Edm = 0.00997628 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297255.7932299 Edm = 1.39583 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297255.7629128 Edm = 0.0262078 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297255.7352431 Edm = 0.0283705 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297254.2031496 Edm = 2.88034 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297254.1311206 Edm = 0.0157754 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297254.084525 Edm = 0.0451903 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297253.2418432 Edm = 0.323366 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297252.6936961 Edm = 0.0795285 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297252.5274421 Edm = 0.0670672 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297252.4293865 Edm = 0.00390775 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297252.4256958 Edm = 0.000181354 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297252.4254628 Edm = 9.68243e-05 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297252.4236654 Edm = 0.00156697 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297252.3213118 Edm = 0.0983196 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297251.4370812 Edm = 0.144163 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297251.3022406 Edm = 0.0263212 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297251.2893726 Edm = 0.00109653 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297251.2880877 Edm = 6.80249e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297251.2880877 Edm = 0.860529 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297251.2880877 Edm = 0.860529 NCalls = 737 -VariableMetric: Iteration # 83 - FCN = 297251.1522808 Edm = 0.549819 NCalls = 739 -VariableMetric: Iteration # 84 - FCN = 297250.9098099 Edm = 0.5762 NCalls = 741 -VariableMetric: Iteration # 85 - FCN = 297250.7163242 Edm = 0.153414 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297250.5908444 Edm = 0.0781219 NCalls = 745 -VariableMetric: Iteration # 87 - FCN = 297250.485321 Edm = 0.12262 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297250.3817484 Edm = 0.119182 NCalls = 750 -VariableMetric: Iteration # 89 - FCN = 297250.3177382 Edm = 0.116411 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297250.2387689 Edm = 0.102917 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297250.077453 Edm = 0.0701507 NCalls = 764 -VariableMetric: Iteration # 92 - FCN = 297250.0516464 Edm = 0.0501169 NCalls = 766 -VariableMetric: Iteration # 93 - FCN = 297249.9931945 Edm = 0.0871639 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297249.9736119 Edm = 0.0899356 NCalls = 771 -VariableMetric: Iteration # 95 - FCN = 297249.9086745 Edm = 0.0356299 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297249.8691559 Edm = 0.0591326 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297249.8338896 Edm = 0.0246059 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297249.8123928 Edm = 0.0143192 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297249.8014353 Edm = 0.0062041 NCalls = 785 -VariableMetric: Iteration # 100 - FCN = 297249.7969769 Edm = 0.00178296 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297249.7944225 Edm = 0.00248497 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297249.7900877 Edm = 0.00389734 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297249.7748146 Edm = 0.00460208 NCalls = 799 -VariableMetric: Iteration # 104 - FCN = 297249.7653826 Edm = 0.00329917 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297249.7627624 Edm = 0.00298833 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297249.7591861 Edm = 0.00158562 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297249.7545493 Edm = 0.00147168 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297249.7535267 Edm = 0.000751133 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297249.7524197 Edm = 0.000381035 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297249.7514553 Edm = 0.000334079 NCalls = 815 -VariableMetric: Iteration # 111 - FCN = 297249.7512054 Edm = 0.000155652 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297249.7510174 Edm = 7.5872e-05 NCalls = 819 -VariableMetric: After Hessian - FCN = 297249.7510174 Edm = 0.0547977 NCalls = 1302 -VariableMetric: Iteration # 113 - FCN = 297249.7510174 Edm = 0.0547977 NCalls = 1302 -VariableMetric: Iteration # 114 - FCN = 297249.7504172 Edm = 0.00614794 NCalls = 1305 -VariableMetric: Iteration # 115 - FCN = 297249.7488851 Edm = 0.000966094 NCalls = 1308 -VariableMetric: Iteration # 116 - FCN = 297249.7472201 Edm = 0.00036313 NCalls = 1310 -VariableMetric: Iteration # 117 - FCN = 297249.7466 Edm = 0.000198427 NCalls = 1313 -VariableMetric: Iteration # 118 - FCN = 297249.7459204 Edm = 0.00034606 NCalls = 1316 -VariableMetric: Iteration # 119 - FCN = 297249.7445039 Edm = 0.000365093 NCalls = 1318 -VariableMetric: Iteration # 120 - FCN = 297249.7433485 Edm = 0.000495231 NCalls = 1320 -VariableMetric: Iteration # 121 - FCN = 297249.7429287 Edm = 0.000562933 NCalls = 1322 -VariableMetric: Iteration # 122 - FCN = 297249.7418733 Edm = 0.0002393 NCalls = 1324 -VariableMetric: Iteration # 123 - FCN = 297249.74108 Edm = 0.000311807 NCalls = 1326 -VariableMetric: Iteration # 124 - FCN = 297249.740884 Edm = 0.000283086 NCalls = 1328 -VariableMetric: Iteration # 125 - FCN = 297249.7405428 Edm = 0.000143015 NCalls = 1331 -VariableMetric: Iteration # 126 - FCN = 297249.7400118 Edm = 0.00024206 NCalls = 1333 -VariableMetric: Iteration # 127 - FCN = 297249.7398252 Edm = 0.000185227 NCalls = 1335 -VariableMetric: Iteration # 128 - FCN = 297249.7395324 Edm = 7.06136e-05 NCalls = 1338 -VariableMetric: Iteration # 129 - FCN = 297249.7393676 Edm = 2.93844e-05 NCalls = 1340 -VariableMetric: After Hessian - FCN = 297249.7393676 Edm = 0.000454447 NCalls = 1825 -VariableMetric: Iteration # 130 - FCN = 297249.7393676 Edm = 0.000454447 NCalls = 1825 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304483.0425926 Edm = 8.40762 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304483.0425926 Edm = 8.40762 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303264.6856431 Edm = 4.29306 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303257.8340822 Edm = 11.2987 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301308.616052 Edm = 106.039 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301105.0543383 Edm = 10.6156 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297882.912573 Edm = 115.839 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 297874.9172114 Edm = 157.24 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297718.0601945 Edm = 2.20571 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297715.2898408 Edm = 0.528946 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297708.452251 Edm = 3.34514 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297499.4924654 Edm = 15.2498 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297479.7050669 Edm = 0.0599675 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297479.6305721 Edm = 0.0242578 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297478.7891868 Edm = 1.15349 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297455.0776892 Edm = 3.9996 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297437.1291168 Edm = 0.346332 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297436.7245675 Edm = 0.0200871 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297436.6117619 Edm = 0.0894297 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297383.8271425 Edm = 22.0582 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297307.4672611 Edm = 8.7781 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297294.9799936 Edm = 1.32622 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297294.2140661 Edm = 0.0936563 NCalls = 89 -VariableMetric: Iteration # 22 - FCN = 297294.1651918 Edm = 0.00618491 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297294.1395373 Edm = 0.021698 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297292.6683897 Edm = 1.63082 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297292.6254067 Edm = 0.0388487 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297284.5376096 Edm = 0.690671 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297258.2061251 Edm = 5.10849 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297252.3269198 Edm = 0.733319 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297251.5466198 Edm = 0.0190122 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297251.5246183 Edm = 0.00194092 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297251.5168472 Edm = 0.00413527 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297251.2931963 Edm = 0.164975 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297239.0920569 Edm = 8.64884 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297229.9944682 Edm = 4.17366 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297226.3377279 Edm = 0.720633 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297225.0449428 Edm = 0.466605 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297224.1654243 Edm = 0.103307 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297224.0103567 Edm = 0.0228104 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297223.977827 Edm = 0.00104803 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297223.976062 Edm = 0.000496149 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297223.9533935 Edm = 0.0241645 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297223.7970346 Edm = 0.160612 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297223.6694978 Edm = 0.126952 NCalls = 160 -VariableMetric: Iteration # 44 - FCN = 297222.8254604 Edm = 0.129128 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297218.2229469 Edm = 2.08865 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297215.5217076 Edm = 2.11783 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297213.7191748 Edm = 0.109393 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297213.6299532 Edm = 0.00981398 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297213.620918 Edm = 0.00111742 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297213.6182909 Edm = 0.0012391 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297213.5612437 Edm = 0.0611438 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297213.4076266 Edm = 0.154396 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297213.2354605 Edm = 0.157064 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297203.8636981 Edm = 0.395272 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297203.5405382 Edm = 0.048737 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297203.4954691 Edm = 0.00309162 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297203.4915074 Edm = 0.000311371 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297203.4908448 Edm = 0.000405504 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297203.486774 Edm = 0.00368577 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297203.3645335 Edm = 0.126409 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297199.6360138 Edm = 1.45548 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297198.2484872 Edm = 1.4868 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297197.3432935 Edm = 0.0267593 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297197.3080402 Edm = 0.00497328 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297197.2987847 Edm = 0.00111105 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297197.2975073 Edm = 0.000241195 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297197.2970072 Edm = 0.000191865 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297197.2932909 Edm = 0.00346477 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297196.9418425 Edm = 0.3112 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297195.6749304 Edm = 0.618594 NCalls = 253 -VariableMetric: Iteration # 71 - FCN = 297194.9549295 Edm = 0.135482 NCalls = 255 -VariableMetric: Iteration # 72 - FCN = 297194.7556482 Edm = 0.111831 NCalls = 257 -VariableMetric: Iteration # 73 - FCN = 297194.7094476 Edm = 0.0278548 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297194.6634052 Edm = 0.01084 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297194.6485173 Edm = 0.00387585 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297194.6426559 Edm = 0.000665311 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297194.6414956 Edm = 0.000280723 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297194.6395917 Edm = 0.00163844 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297194.6023344 Edm = 0.0349446 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297194.4533618 Edm = 0.254752 NCalls = 280 -VariableMetric: Iteration # 81 - FCN = 297194.443195 Edm = 0.0164771 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297194.434901 Edm = 0.00334884 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297194.4172081 Edm = 0.0166309 NCalls = 288 -VariableMetric: Iteration # 84 - FCN = 297194.3587751 Edm = 0.0235135 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297194.3261775 Edm = 0.0216569 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297194.3049692 Edm = 0.0165317 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297194.1844009 Edm = 0.0631937 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297193.9982165 Edm = 0.202732 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297193.5608984 Edm = 0.612912 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297192.0344097 Edm = 1.47676 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297190.0913726 Edm = 1.95944 NCalls = 318 -VariableMetric: Iteration # 92 - FCN = 297189.6802274 Edm = 0.616584 NCalls = 321 -VariableMetric: Iteration # 93 - FCN = 297187.6853283 Edm = 1.44994 NCalls = 326 -VariableMetric: Iteration # 94 - FCN = 297187.6072249 Edm = 0.134342 NCalls = 328 -VariableMetric: Iteration # 95 - FCN = 297187.1066482 Edm = 0.613607 NCalls = 332 -VariableMetric: Iteration # 96 - FCN = 297184.2853047 Edm = 1.64636 NCalls = 338 -VariableMetric: Iteration # 97 - FCN = 297180.6546872 Edm = 0.84444 NCalls = 341 -VariableMetric: Iteration # 98 - FCN = 297179.696375 Edm = 0.592045 NCalls = 343 -VariableMetric: Iteration # 99 - FCN = 297179.5868634 Edm = 0.319488 NCalls = 345 -VariableMetric: Iteration # 100 - FCN = 297179.2878756 Edm = 0.156524 NCalls = 347 -VariableMetric: Iteration # 101 - FCN = 297178.607389 Edm = 0.648532 NCalls = 351 -VariableMetric: Iteration # 102 - FCN = 297177.642598 Edm = 1.53971 NCalls = 354 -VariableMetric: Iteration # 103 - FCN = 297176.9614413 Edm = 0.446301 NCalls = 358 -VariableMetric: Iteration # 104 - FCN = 297176.0070636 Edm = 0.905935 NCalls = 361 -VariableMetric: Iteration # 105 - FCN = 297175.5140121 Edm = 0.432371 NCalls = 363 -VariableMetric: Iteration # 106 - FCN = 297174.8778166 Edm = 0.161041 NCalls = 366 -VariableMetric: Iteration # 107 - FCN = 297174.6110314 Edm = 0.0460956 NCalls = 368 -VariableMetric: Iteration # 108 - FCN = 297174.5695224 Edm = 0.0120903 NCalls = 370 -VariableMetric: Iteration # 109 - FCN = 297174.5605481 Edm = 0.00453482 NCalls = 372 -VariableMetric: Iteration # 110 - FCN = 297174.5580267 Edm = 0.00086332 NCalls = 374 -VariableMetric: Iteration # 111 - FCN = 297174.556597 Edm = 0.00084318 NCalls = 376 -VariableMetric: Iteration # 112 - FCN = 297174.5518547 Edm = 0.00405045 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297174.4874322 Edm = 0.0511931 NCalls = 383 -VariableMetric: Iteration # 114 - FCN = 297173.483256 Edm = 0.653305 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297171.1448482 Edm = 0.814438 NCalls = 389 -VariableMetric: Iteration # 116 - FCN = 297170.4958286 Edm = 0.219278 NCalls = 391 -VariableMetric: Iteration # 117 - FCN = 297170.2504046 Edm = 0.0626913 NCalls = 393 -VariableMetric: Iteration # 118 - FCN = 297170.2072571 Edm = 0.0117675 NCalls = 395 -VariableMetric: Iteration # 119 - FCN = 297170.1883475 Edm = 0.00351437 NCalls = 397 -VariableMetric: Iteration # 120 - FCN = 297170.1828475 Edm = 0.000749713 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297170.1822696 Edm = 6.43981e-05 NCalls = 401 -VariableMetric: After Hessian - FCN = 297170.1822696 Edm = 7.29143 NCalls = 894 -VariableMetric: Iteration # 122 - FCN = 297170.1822696 Edm = 7.29143 NCalls = 894 -VariableMetric: Iteration # 123 - FCN = 297170.1300032 Edm = 11.5004 NCalls = 897 -VariableMetric: Iteration # 124 - FCN = 297169.4180148 Edm = 0.104216 NCalls = 900 -VariableMetric: Iteration # 125 - FCN = 297169.3692099 Edm = 56784 NCalls = 902 -VariableMetric: Iteration # 126 - FCN = 297169.3161372 Edm = 3452.39 NCalls = 906 -VariableMetric: Iteration # 127 - FCN = 297168.9103389 Edm = 5585.88 NCalls = 910 -VariableMetric: Iteration # 128 - FCN = 297168.7411994 Edm = 436.395 NCalls = 914 -VariableMetric: Iteration # 129 - FCN = 297168.5314249 Edm = 367.834 NCalls = 918 -VariableMetric: Iteration # 130 - FCN = 297168.3379634 Edm = 715.28 NCalls = 921 -VariableMetric: Iteration # 131 - FCN = 297168.1481948 Edm = 87.5977 NCalls = 924 -VariableMetric: Iteration # 132 - FCN = 297168.0100947 Edm = 92.4969 NCalls = 927 -VariableMetric: Iteration # 133 - FCN = 297167.9120598 Edm = 39.2469 NCalls = 930 -VariableMetric: Iteration # 134 - FCN = 297167.8113895 Edm = 20.7687 NCalls = 933 -VariableMetric: Iteration # 135 - FCN = 297167.7099936 Edm = 19.3522 NCalls = 936 -VariableMetric: Iteration # 136 - FCN = 297167.6183332 Edm = 13.6328 NCalls = 939 -VariableMetric: Iteration # 137 - FCN = 297167.580177 Edm = 4.11408 NCalls = 942 -VariableMetric: Iteration # 138 - FCN = 297167.4629667 Edm = 4.91293 NCalls = 944 -VariableMetric: Iteration # 139 - FCN = 297167.3660027 Edm = 1.54609 NCalls = 946 -VariableMetric: Iteration # 140 - FCN = 297167.2644097 Edm = 0.935039 NCalls = 948 -VariableMetric: Iteration # 141 - FCN = 297167.2130659 Edm = 0.383488 NCalls = 950 -VariableMetric: Iteration # 142 - FCN = 297167.1450041 Edm = 1.06914 NCalls = 952 -VariableMetric: Iteration # 143 - FCN = 297166.9811497 Edm = 1.51648 NCalls = 954 -VariableMetric: Iteration # 144 - FCN = 297166.9146237 Edm = 0.167957 NCalls = 956 -VariableMetric: Iteration # 145 - FCN = 297166.8560654 Edm = 0.218515 NCalls = 958 -VariableMetric: Iteration # 146 - FCN = 297166.8126667 Edm = 0.280178 NCalls = 960 -VariableMetric: Iteration # 147 - FCN = 297166.7833526 Edm = 0.358383 NCalls = 962 -VariableMetric: Iteration # 148 - FCN = 297166.666781 Edm = 0.0939557 NCalls = 965 -VariableMetric: Iteration # 149 - FCN = 297166.6455462 Edm = 0.0451784 NCalls = 967 -VariableMetric: Iteration # 150 - FCN = 297166.6088109 Edm = 0.0233048 NCalls = 969 -VariableMetric: Iteration # 151 - FCN = 297166.589098 Edm = 0.035987 NCalls = 972 -VariableMetric: Iteration # 152 - FCN = 297166.5565365 Edm = 0.046695 NCalls = 975 -VariableMetric: Iteration # 153 - FCN = 297166.4366998 Edm = 0.131863 NCalls = 980 -VariableMetric: Iteration # 154 - FCN = 297166.3151326 Edm = 0.172018 NCalls = 985 -VariableMetric: Iteration # 155 - FCN = 297166.1603755 Edm = 0.120241 NCalls = 989 -VariableMetric: Iteration # 156 - FCN = 297166.0497585 Edm = 0.200111 NCalls = 992 -VariableMetric: Iteration # 157 - FCN = 297166.0131724 Edm = 0.0881906 NCalls = 994 -VariableMetric: Iteration # 158 - FCN = 297165.897238 Edm = 0.112154 NCalls = 997 -VariableMetric: Iteration # 159 - FCN = 297165.8177057 Edm = 0.107285 NCalls = 1000 -VariableMetric: Iteration # 160 - FCN = 297165.7286887 Edm = 0.131161 NCalls = 1003 -VariableMetric: Iteration # 161 - FCN = 297165.6482259 Edm = 0.0594608 NCalls = 1006 -VariableMetric: Iteration # 162 - FCN = 297165.5093718 Edm = 0.0961762 NCalls = 1010 -VariableMetric: Iteration # 163 - FCN = 297165.3713139 Edm = 0.158673 NCalls = 1013 -VariableMetric: Iteration # 164 - FCN = 297165.2513423 Edm = 0.120164 NCalls = 1016 -VariableMetric: Iteration # 165 - FCN = 297165.1346885 Edm = 0.0537997 NCalls = 1019 -VariableMetric: Iteration # 166 - FCN = 297165.0883083 Edm = 0.0358224 NCalls = 1021 -VariableMetric: Iteration # 167 - FCN = 297165.0230274 Edm = 0.0225977 NCalls = 1023 -VariableMetric: Iteration # 168 - FCN = 297164.9967624 Edm = 0.0127445 NCalls = 1025 -VariableMetric: Iteration # 169 - FCN = 297164.9877783 Edm = 0.00599457 NCalls = 1027 -VariableMetric: Iteration # 170 - FCN = 297164.9778208 Edm = 0.00377906 NCalls = 1029 -VariableMetric: Iteration # 171 - FCN = 297164.972713 Edm = 0.000704869 NCalls = 1031 -VariableMetric: Iteration # 172 - FCN = 297164.97199 Edm = 0.000275851 NCalls = 1032 -VariableMetric: Iteration # 173 - FCN = 297164.9717028 Edm = 0.000192491 NCalls = 1034 -VariableMetric: Iteration # 174 - FCN = 297164.9708641 Edm = 0.000554193 NCalls = 1037 -VariableMetric: Iteration # 175 - FCN = 297164.9681906 Edm = 0.000912746 NCalls = 1039 -VariableMetric: Iteration # 176 - FCN = 297164.9673907 Edm = 0.000351633 NCalls = 1040 -VariableMetric: Iteration # 177 - FCN = 297164.9671097 Edm = 0.000125432 NCalls = 1042 -VariableMetric: Iteration # 178 - FCN = 297164.9667744 Edm = 0.000202821 NCalls = 1044 -VariableMetric: Iteration # 179 - FCN = 297164.9657995 Edm = 0.00030932 NCalls = 1047 -VariableMetric: Iteration # 180 - FCN = 297164.9653839 Edm = 4.53699e-05 NCalls = 1049 -VariableMetric: After Hessian - FCN = 297164.9653839 Edm = 4.01348e-05 NCalls = 1542 -VariableMetric: Iteration # 181 - FCN = 297164.9653839 Edm = 4.01348e-05 NCalls = 1542 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313857.2427418 Edm = 37.4503 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313857.2427418 Edm = 37.4503 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299327.8121788 Edm = 2.6451 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299238.7885842 Edm = 623.406 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299133.3690079 Edm = 0.721813 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299132.2666548 Edm = 0.949951 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298832.1776594 Edm = 163.112 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298399.9761822 Edm = 333.082 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298214.3973133 Edm = 5.57242 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298208.637622 Edm = 0.913174 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298201.422275 Edm = 10.7638 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298162.8438981 Edm = 30.5841 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297740.6881378 Edm = 18.1001 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297716.3899313 Edm = 0.396924 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297715.8770421 Edm = 0.0828993 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297674.2614933 Edm = 15.2845 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297650.7774503 Edm = 3.19669 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297648.9287874 Edm = 0.0270007 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297648.8662536 Edm = 0.0383026 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297628.2802658 Edm = 8.31081 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297556.2399604 Edm = 22.1861 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297510.3824225 Edm = 3.08872 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297503.7370365 Edm = 0.196036 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297503.5253688 Edm = 0.022995 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297503.4601313 Edm = 0.00523825 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297503.4485669 Edm = 0.00287871 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297503.3148919 Edm = 0.118847 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297480.8285143 Edm = 6.02163 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297472.5803072 Edm = 0.152861 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297472.3178804 Edm = 0.0836536 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297472.1165326 Edm = 0.0454812 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297472.0785548 Edm = 0.00440415 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297472.072104 Edm = 0.00112875 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297472.0437359 Edm = 0.0259189 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297467.5511491 Edm = 5.90738 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297467.3079227 Edm = 0.427607 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297466.1782951 Edm = 0.855271 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297459.1209928 Edm = 0.110965 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297458.989091 Edm = 0.00201499 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297458.9854394 Edm = 0.00130274 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297458.9700054 Edm = 0.00765554 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297458.8941239 Edm = 0.0522144 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297458.57077 Edm = 0.146842 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297458.095887 Edm = 0.297602 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297458.0132091 Edm = 0.270516 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297457.7885877 Edm = 0.0967983 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297457.5490103 Edm = 0.197976 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297454.3820556 Edm = 2.03992 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297448.8419287 Edm = 0.341151 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297448.4710557 Edm = 0.262537 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297448.2655733 Edm = 0.0883677 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297448.1462646 Edm = 0.0204567 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297448.1259181 Edm = 0.00156975 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297448.1221854 Edm = 0.000796765 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297448.1201467 Edm = 0.000888208 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297448.1170251 Edm = 0.0052323 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297447.9683576 Edm = 0.129701 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297444.0731279 Edm = 1.61495 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297442.0446645 Edm = 1.14849 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297440.904044 Edm = 2.47215 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297438.5134864 Edm = 2.90187 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297436.7599096 Edm = 1.8106 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297433.3100338 Edm = 2.27661 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297429.173079 Edm = 22.962 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297420.336021 Edm = 37.0175 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297413.4378242 Edm = 20.5814 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297410.559135 Edm = 8.08982 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297408.8247681 Edm = 19.9716 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297404.3552204 Edm = 1.13132 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297403.1349701 Edm = 0.0557868 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297402.9850158 Edm = 0.0291402 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297402.9212245 Edm = 0.0160402 NCalls = 241 -VariableMetric: Iteration # 71 - FCN = 297402.8746425 Edm = 0.00573111 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297402.8676747 Edm = 0.000965379 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297402.8643635 Edm = 0.00246125 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297402.7958714 Edm = 0.0697309 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297402.7658818 Edm = 0.0368405 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297402.7604513 Edm = 0.00485123 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297402.5692762 Edm = 0.183997 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297400.411428 Edm = 0.836747 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297398.9325743 Edm = 0.52798 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297398.4584934 Edm = 0.114482 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297398.3573368 Edm = 0.00614489 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297398.3495427 Edm = 0.000384773 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297398.3491497 Edm = 5.88327e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297398.3491497 Edm = 105.938 NCalls = 764 -VariableMetric: Iteration # 84 - FCN = 297398.3491497 Edm = 105.938 NCalls = 764 -VariableMetric: Iteration # 85 - FCN = 297397.1293853 Edm = 4505.85 NCalls = 772 -VariableMetric: Iteration # 86 - FCN = 297396.2338419 Edm = 130.694 NCalls = 777 -VariableMetric: Iteration # 87 - FCN = 297393.0779124 Edm = 0.553946 NCalls = 779 -VariableMetric: Iteration # 88 - FCN = 297391.6000788 Edm = 0.54302 NCalls = 782 -VariableMetric: Iteration # 89 - FCN = 297391.0634119 Edm = 0.314817 NCalls = 783 -VariableMetric: Iteration # 90 - FCN = 297390.2556564 Edm = 0.414835 NCalls = 785 -VariableMetric: Iteration # 91 - FCN = 297389.0377237 Edm = 0.208569 NCalls = 788 -VariableMetric: Iteration # 92 - FCN = 297388.7956651 Edm = 0.0438706 NCalls = 790 -VariableMetric: Iteration # 93 - FCN = 297388.6614483 Edm = 0.0874088 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297388.5283112 Edm = 0.0195417 NCalls = 795 -VariableMetric: Iteration # 95 - FCN = 297388.4777993 Edm = 0.0248979 NCalls = 797 -VariableMetric: Iteration # 96 - FCN = 297388.402056 Edm = 0.0111948 NCalls = 799 -VariableMetric: Iteration # 97 - FCN = 297388.3773229 Edm = 0.010311 NCalls = 801 -VariableMetric: Iteration # 98 - FCN = 297388.34079 Edm = 0.00792537 NCalls = 803 -VariableMetric: Iteration # 99 - FCN = 297388.3274988 Edm = 0.00465582 NCalls = 805 -VariableMetric: Iteration # 100 - FCN = 297388.2975727 Edm = 0.00769443 NCalls = 808 -VariableMetric: Iteration # 101 - FCN = 297388.2739175 Edm = 0.0131901 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297388.2020078 Edm = 0.00934549 NCalls = 813 -VariableMetric: Iteration # 103 - FCN = 297388.1712136 Edm = 0.0201767 NCalls = 815 -VariableMetric: Iteration # 104 - FCN = 297388.0089316 Edm = 0.0182868 NCalls = 818 -VariableMetric: Iteration # 105 - FCN = 297387.9732513 Edm = 0.0142243 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297387.8710452 Edm = 0.0286572 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297387.8358045 Edm = 0.00756486 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297387.8061099 Edm = 0.0199037 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297387.6669935 Edm = 0.0242195 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297387.6241768 Edm = 0.00701975 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297387.5630957 Edm = 0.0200352 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297387.5239223 Edm = 0.00408794 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297387.5121491 Edm = 0.00618907 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297387.4883135 Edm = 0.00339321 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297387.4843413 Edm = 0.000515211 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297387.4821206 Edm = 0.00107224 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297387.4791709 Edm = 0.000181549 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297387.4788288 Edm = 8.8638e-05 NCalls = 849 -VariableMetric: Iteration # 119 - FCN = 297387.4783414 Edm = 0.0001154 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297387.4781601 Edm = 1.59918e-05 NCalls = 854 -VariableMetric: After Hessian - FCN = 297387.4781601 Edm = 0.00017034 NCalls = 1351 -VariableMetric: Iteration # 121 - FCN = 297387.4781601 Edm = 0.00017034 NCalls = 1351 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327227.0212497 Edm = 45.5092 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327227.0212497 Edm = 45.5092 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309817.4964638 Edm = 149.962 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 309745.9190406 Edm = 403.037 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298704.3408515 Edm = 266.43 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298424.8901299 Edm = 142.621 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298349.1259624 Edm = 3.85021 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298341.7383198 Edm = 0.476362 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298320.6989502 Edm = 15.8284 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298076.1579596 Edm = 25.6987 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298034.071045 Edm = 1.05934 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298032.6722338 Edm = 0.25779 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298017.7505283 Edm = 15.3948 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298010.3638993 Edm = 5.9324 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297440.694831 Edm = 5.021 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297433.8703992 Edm = 0.575952 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297433.1686143 Edm = 0.044269 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297432.8527711 Edm = 0.211928 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297400.5242483 Edm = 18.5478 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297362.9517577 Edm = 12.9132 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297349.1198508 Edm = 4.6533 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297336.1375276 Edm = 2.67708 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297332.8610123 Edm = 1.46673 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297332.0434927 Edm = 0.112739 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297331.8701339 Edm = 0.0234472 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297330.7181651 Edm = 1.08786 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297279.8593957 Edm = 36.2985 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297268.4190064 Edm = 24.5431 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297253.027446 Edm = 4.19626 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297233.0477542 Edm = 7.88708 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297222.1367625 Edm = 6.68283 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297215.1220848 Edm = 2.4 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297209.131021 Edm = 0.385333 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297208.3552691 Edm = 0.983024 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297207.0022039 Edm = 0.895801 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297206.1705912 Edm = 0.310453 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297205.7088377 Edm = 0.302009 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297205.5202943 Edm = 0.227202 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297205.1435561 Edm = 0.0407123 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297205.0890459 Edm = 0.00242528 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297205.0865752 Edm = 0.000988003 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297205.0845124 Edm = 0.00149331 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297204.9391066 Edm = 0.101404 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297202.1008238 Edm = 2.71773 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297195.9473613 Edm = 1.8381 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297193.9690996 Edm = 0.130356 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297193.8192421 Edm = 0.00267278 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297193.8164796 Edm = 0.000107577 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297193.8161301 Edm = 0.000261099 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297193.8125378 Edm = 0.00325926 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297193.5081658 Edm = 0.23955 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297192.4618389 Edm = 0.0664021 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297192.3622969 Edm = 0.0324957 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297192.313144 Edm = 0.0348636 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297192.2585684 Edm = 0.0155867 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297192.2304109 Edm = 0.025393 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297192.2070159 Edm = 0.0207248 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297192.1845228 Edm = 0.0283575 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297192.1472566 Edm = 0.0596571 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297192.1129297 Edm = 0.0217268 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297192.0756202 Edm = 0.0337908 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297192.0330371 Edm = 0.00693261 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297192.0204347 Edm = 0.00226719 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297192.0195685 Edm = 0.000500699 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297192.0190862 Edm = 3.23406e-05 NCalls = 210 -VariableMetric: After Hessian - FCN = 297192.0190862 Edm = 620.332 NCalls = 687 -VariableMetric: Iteration # 64 - FCN = 297192.0190862 Edm = 620.332 NCalls = 687 -VariableMetric: Iteration # 65 - FCN = 297186.9839148 Edm = 2241.89 NCalls = 695 -VariableMetric: Iteration # 66 - FCN = 297181.9620459 Edm = 21.9287 NCalls = 697 -VariableMetric: Iteration # 67 - FCN = 297180.0308999 Edm = 1.19675 NCalls = 699 -VariableMetric: Iteration # 68 - FCN = 297177.8838835 Edm = 0.603944 NCalls = 702 -VariableMetric: Iteration # 69 - FCN = 297176.4999445 Edm = 0.962287 NCalls = 705 -VariableMetric: Iteration # 70 - FCN = 297175.3945239 Edm = 1.75286 NCalls = 710 -VariableMetric: Iteration # 71 - FCN = 297174.258543 Edm = 2.11231 NCalls = 715 -VariableMetric: Iteration # 72 - FCN = 297173.2301034 Edm = 2.12577 NCalls = 718 -VariableMetric: Iteration # 73 - FCN = 297171.8325641 Edm = 1.81711 NCalls = 720 -VariableMetric: Iteration # 74 - FCN = 297170.3853949 Edm = 0.910291 NCalls = 723 -VariableMetric: Iteration # 75 - FCN = 297168.8200762 Edm = 0.86446 NCalls = 726 -VariableMetric: Iteration # 76 - FCN = 297168.0094536 Edm = 0.219424 NCalls = 729 -VariableMetric: Iteration # 77 - FCN = 297167.4838285 Edm = 0.285176 NCalls = 731 -VariableMetric: Iteration # 78 - FCN = 297167.0495433 Edm = 0.180568 NCalls = 733 -VariableMetric: Iteration # 79 - FCN = 297166.8632251 Edm = 0.0566922 NCalls = 735 -VariableMetric: Iteration # 80 - FCN = 297166.4895036 Edm = 0.218701 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297166.2077787 Edm = 0.129058 NCalls = 741 -VariableMetric: Iteration # 82 - FCN = 297166.0466598 Edm = 0.0844257 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297165.274553 Edm = 0.233305 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297165.0148288 Edm = 0.0819503 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297164.8924666 Edm = 0.120905 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297164.6470406 Edm = 0.15638 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297164.5186536 Edm = 0.0869759 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297164.4188994 Edm = 0.0451152 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297164.2993905 Edm = 0.0773792 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297164.1989126 Edm = 0.0500311 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297164.1456921 Edm = 0.0279914 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297164.1005931 Edm = 0.0213191 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297163.9824506 Edm = 0.0530607 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297163.8946255 Edm = 0.0406323 NCalls = 773 -VariableMetric: Iteration # 95 - FCN = 297163.8374577 Edm = 0.0416412 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297163.6558832 Edm = 0.150259 NCalls = 781 -VariableMetric: Iteration # 97 - FCN = 297163.4499368 Edm = 0.229713 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297163.3588187 Edm = 0.0917742 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297163.2714871 Edm = 0.0523622 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297163.2101144 Edm = 0.0421923 NCalls = 795 -VariableMetric: Iteration # 101 - FCN = 297163.0852048 Edm = 0.0688088 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297163.045772 Edm = 0.0693012 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297162.972552 Edm = 0.038569 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297162.8488393 Edm = 0.0461246 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297162.7107338 Edm = 0.0644667 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297162.4580223 Edm = 0.29047 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297162.3675914 Edm = 0.110401 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297162.16369 Edm = 0.0877252 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297162.1030604 Edm = 0.0775227 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297162.0050997 Edm = 0.0324898 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297161.8713532 Edm = 0.0648301 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297161.8113745 Edm = 0.0640573 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297161.7180703 Edm = 0.03669 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297161.6153961 Edm = 0.142439 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297161.4983052 Edm = 0.192387 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297161.2519892 Edm = 0.269223 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297161.2153533 Edm = 0.0908767 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297161.0209873 Edm = 0.248318 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297160.7229725 Edm = 0.253288 NCalls = 848 -VariableMetric: Iteration # 120 - FCN = 297160.3669361 Edm = 0.300227 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297159.9229254 Edm = 0.948624 NCalls = 852 -VariableMetric: Iteration # 122 - FCN = 297159.7000787 Edm = 0.356256 NCalls = 857 -VariableMetric: Iteration # 123 - FCN = 297159.2790336 Edm = 0.603074 NCalls = 861 -VariableMetric: Iteration # 124 - FCN = 297158.8476363 Edm = 0.157099 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297158.5453959 Edm = 0.148685 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297158.3636135 Edm = 0.12747 NCalls = 868 -VariableMetric: Iteration # 127 - FCN = 297158.1866893 Edm = 0.122368 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297158.1343774 Edm = 0.0258697 NCalls = 873 -VariableMetric: Iteration # 129 - FCN = 297158.0825242 Edm = 0.0256446 NCalls = 875 -VariableMetric: Iteration # 130 - FCN = 297158.0503647 Edm = 0.0219409 NCalls = 877 -VariableMetric: Iteration # 131 - FCN = 297158.0059884 Edm = 0.0108712 NCalls = 879 -VariableMetric: Iteration # 132 - FCN = 297157.9797883 Edm = 0.0133075 NCalls = 881 -VariableMetric: Iteration # 133 - FCN = 297157.9407426 Edm = 0.0320768 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297157.8507007 Edm = 0.0438769 NCalls = 889 -VariableMetric: Iteration # 135 - FCN = 297157.7836813 Edm = 0.0100263 NCalls = 891 -VariableMetric: Iteration # 136 - FCN = 297157.7483107 Edm = 0.0430763 NCalls = 893 -VariableMetric: Iteration # 137 - FCN = 297157.7026881 Edm = 0.082691 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297157.6775244 Edm = 0.0256523 NCalls = 898 -VariableMetric: Iteration # 139 - FCN = 297157.482499 Edm = 0.0522657 NCalls = 905 -VariableMetric: Iteration # 140 - FCN = 297157.4110753 Edm = 0.0495102 NCalls = 907 -VariableMetric: Iteration # 141 - FCN = 297157.3856428 Edm = 0.0211188 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297157.3746597 Edm = 0.00865686 NCalls = 909 -VariableMetric: Iteration # 143 - FCN = 297157.3626352 Edm = 0.0033966 NCalls = 911 -VariableMetric: Iteration # 144 - FCN = 297157.3528962 Edm = 0.00378434 NCalls = 913 -VariableMetric: Iteration # 145 - FCN = 297157.341088 Edm = 0.00307262 NCalls = 915 -VariableMetric: Iteration # 146 - FCN = 297157.3326223 Edm = 0.00161534 NCalls = 917 -VariableMetric: Iteration # 147 - FCN = 297157.3272961 Edm = 0.00239926 NCalls = 919 -VariableMetric: Iteration # 148 - FCN = 297157.3169836 Edm = 0.00562922 NCalls = 921 -VariableMetric: Iteration # 149 - FCN = 297157.3027448 Edm = 0.00575485 NCalls = 924 -VariableMetric: Iteration # 150 - FCN = 297157.2971178 Edm = 0.00165038 NCalls = 925 -VariableMetric: Iteration # 151 - FCN = 297157.2935507 Edm = 0.00203341 NCalls = 927 -VariableMetric: Iteration # 152 - FCN = 297157.2810719 Edm = 0.00321384 NCalls = 930 -VariableMetric: Iteration # 153 - FCN = 297157.2759223 Edm = 0.000768192 NCalls = 932 -VariableMetric: Iteration # 154 - FCN = 297157.2744527 Edm = 0.00148681 NCalls = 934 -VariableMetric: Iteration # 155 - FCN = 297157.2698683 Edm = 0.00247495 NCalls = 938 -VariableMetric: Iteration # 156 - FCN = 297157.262655 Edm = 0.00178027 NCalls = 941 -VariableMetric: Iteration # 157 - FCN = 297157.2590106 Edm = 0.00438758 NCalls = 944 -VariableMetric: Iteration # 158 - FCN = 297157.2555875 Edm = 0.0025973 NCalls = 947 -VariableMetric: Iteration # 159 - FCN = 297157.2466214 Edm = 0.00386908 NCalls = 950 -VariableMetric: Iteration # 160 - FCN = 297157.2374475 Edm = 0.00367862 NCalls = 953 -VariableMetric: Iteration # 161 - FCN = 297157.2360531 Edm = 0.000630154 NCalls = 955 -VariableMetric: Iteration # 162 - FCN = 297157.2345348 Edm = 0.00038434 NCalls = 957 -VariableMetric: Iteration # 163 - FCN = 297157.2335094 Edm = 0.000135811 NCalls = 959 -VariableMetric: Iteration # 164 - FCN = 297157.2332743 Edm = 0.000140496 NCalls = 961 -VariableMetric: Iteration # 165 - FCN = 297157.2330866 Edm = 0.000140622 NCalls = 964 -VariableMetric: Iteration # 166 - FCN = 297157.2325322 Edm = 0.000332322 NCalls = 967 -VariableMetric: Iteration # 167 - FCN = 297157.2302697 Edm = 0.00319067 NCalls = 972 -VariableMetric: Iteration # 168 - FCN = 297157.2272942 Edm = 0.00334612 NCalls = 975 -VariableMetric: Iteration # 169 - FCN = 297157.2254476 Edm = 0.00487465 NCalls = 979 -VariableMetric: Iteration # 170 - FCN = 297157.2226519 Edm = 0.00392878 NCalls = 983 -VariableMetric: Iteration # 171 - FCN = 297157.2196788 Edm = 0.00144428 NCalls = 986 -VariableMetric: Iteration # 172 - FCN = 297157.2165296 Edm = 0.00114088 NCalls = 989 -VariableMetric: Iteration # 173 - FCN = 297157.2146776 Edm = 0.00107658 NCalls = 992 -VariableMetric: Iteration # 174 - FCN = 297157.213199 Edm = 0.000701008 NCalls = 994 -VariableMetric: Iteration # 175 - FCN = 297157.2122912 Edm = 0.0015923 NCalls = 996 -VariableMetric: Iteration # 176 - FCN = 297157.2105802 Edm = 0.002131 NCalls = 998 -VariableMetric: Iteration # 177 - FCN = 297157.208701 Edm = 0.00226832 NCalls = 1000 -VariableMetric: Iteration # 178 - FCN = 297157.2064073 Edm = 0.00468696 NCalls = 1005 -VariableMetric: Iteration # 179 - FCN = 297157.2047769 Edm = 0.00426424 NCalls = 1009 -VariableMetric: Iteration # 180 - FCN = 297157.2023919 Edm = 0.00372848 NCalls = 1013 -VariableMetric: Iteration # 181 - FCN = 297157.1955039 Edm = 0.00670822 NCalls = 1017 -VariableMetric: Iteration # 182 - FCN = 297157.1862432 Edm = 0.00524099 NCalls = 1022 -VariableMetric: Iteration # 183 - FCN = 297157.1805179 Edm = 0.00613692 NCalls = 1023 -VariableMetric: Iteration # 184 - FCN = 297157.175399 Edm = 0.00233586 NCalls = 1026 -VariableMetric: Iteration # 185 - FCN = 297157.1739017 Edm = 0.00320929 NCalls = 1028 -VariableMetric: Iteration # 186 - FCN = 297157.1725804 Edm = 0.00123413 NCalls = 1030 -VariableMetric: Iteration # 187 - FCN = 297157.1713843 Edm = 0.000641043 NCalls = 1032 -VariableMetric: Iteration # 188 - FCN = 297157.1693975 Edm = 0.00149345 NCalls = 1035 -VariableMetric: Iteration # 189 - FCN = 297157.1632979 Edm = 0.00531754 NCalls = 1038 -VariableMetric: Iteration # 190 - FCN = 297157.1584747 Edm = 0.00304123 NCalls = 1041 -VariableMetric: Iteration # 191 - FCN = 297157.15541 Edm = 0.00362821 NCalls = 1043 -VariableMetric: Iteration # 192 - FCN = 297157.1488717 Edm = 0.00472791 NCalls = 1045 -VariableMetric: Iteration # 193 - FCN = 297157.1406249 Edm = 0.00259696 NCalls = 1048 -VariableMetric: Iteration # 194 - FCN = 297157.1371739 Edm = 0.0017105 NCalls = 1050 -VariableMetric: Iteration # 195 - FCN = 297157.1361679 Edm = 0.000898221 NCalls = 1052 -VariableMetric: Iteration # 196 - FCN = 297157.1354496 Edm = 0.000669738 NCalls = 1054 -VariableMetric: Iteration # 197 - FCN = 297157.135 Edm = 0.000129738 NCalls = 1056 -VariableMetric: Iteration # 198 - FCN = 297157.1348357 Edm = 2.89545e-05 NCalls = 1058 -VariableMetric: After Hessian - FCN = 297157.1348357 Edm = 0.000261915 NCalls = 1539 -VariableMetric: Iteration # 199 - FCN = 297157.1348357 Edm = 0.000261915 NCalls = 1539 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312118.3709958 Edm = 40.2065 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312118.3709958 Edm = 40.2065 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304044.2710393 Edm = 47.6673 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303294.313161 Edm = 4027.5 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 300043.8920596 Edm = 814.938 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298747.1562675 Edm = 80.0084 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298215.9808999 Edm = 9.28643 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298209.6197225 Edm = 1.27884 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298208.0532998 Edm = 1.58442 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297918.314836 Edm = 57.1072 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297809.09626 Edm = 0.859535 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297807.9558585 Edm = 0.560337 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297804.659131 Edm = 3.19499 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297767.8222578 Edm = 7.51066 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297760.8518611 Edm = 1.46264 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297759.3563848 Edm = 0.324249 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297756.9176933 Edm = 1.94409 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297676.162037 Edm = 19.268 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297660.0933582 Edm = 2.72915 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297658.0440989 Edm = 0.21722 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297657.7253803 Edm = 0.0636019 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297657.2325718 Edm = 0.502683 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297634.3062489 Edm = 25.7594 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297633.9675854 Edm = 0.309242 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297625.9547613 Edm = 9.06162 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297625.4371085 Edm = 0.505181 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297569.1554678 Edm = 44.5433 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297428.3601673 Edm = 10.454 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297411.7598822 Edm = 3.74907 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297406.9398333 Edm = 3.92151 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297402.1155139 Edm = 0.42258 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297401.4590775 Edm = 0.0344345 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297401.4021118 Edm = 0.00963305 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297401.363592 Edm = 0.0114749 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297401.2735207 Edm = 0.0620172 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297396.6717189 Edm = 3.41458 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297384.8657993 Edm = 7.0671 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297381.995561 Edm = 0.980481 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297379.9514537 Edm = 0.584742 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297379.1777044 Edm = 0.255497 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297378.8649262 Edm = 0.0686737 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297378.774312 Edm = 0.0140805 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297378.7554246 Edm = 0.00275676 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297378.7501173 Edm = 0.00333062 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297378.7160005 Edm = 0.0365702 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297378.5621347 Edm = 0.130453 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297373.9155251 Edm = 5.39039 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297373.0616086 Edm = 1.74258 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297370.4556975 Edm = 1.24929 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297368.6427822 Edm = 0.0286615 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297368.6089555 Edm = 0.00331835 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297368.5873849 Edm = 0.0191061 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297367.2231362 Edm = 1.13415 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297358.8180709 Edm = 5.03041 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297344.3235962 Edm = 2.84373 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297340.7623696 Edm = 0.474889 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297340.2606149 Edm = 0.0420517 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297340.2126372 Edm = 0.00659277 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297340.2006954 Edm = 0.00439662 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297340.1771002 Edm = 0.0216309 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297339.7047208 Edm = 0.396658 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297331.9711935 Edm = 4.01364 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297325.9127674 Edm = 0.534355 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297325.4348124 Edm = 0.020703 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297325.4131705 Edm = 0.00225764 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297325.4101275 Edm = 0.000303248 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297325.4096362 Edm = 0.000170354 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297325.4031056 Edm = 0.00561101 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297325.1833358 Edm = 0.170024 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297323.2006019 Edm = 0.459862 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297322.6423791 Edm = 0.130512 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297322.5156021 Edm = 0.039263 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297322.4559838 Edm = 0.00710059 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297322.447529 Edm = 0.000209319 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297322.4468502 Edm = 0.000457413 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297322.3832048 Edm = 0.0583059 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297321.5603502 Edm = 0.586839 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297321.3145077 Edm = 0.468519 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297320.4742558 Edm = 0.506415 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297319.740396 Edm = 0.114877 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297319.6567973 Edm = 0.0369284 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297319.6277035 Edm = 0.00695938 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297319.6109414 Edm = 0.00642293 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297319.5945155 Edm = 0.00460274 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297319.5895328 Edm = 0.000790396 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297319.5855242 Edm = 0.00333142 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297319.5536404 Edm = 0.0358435 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297319.3609176 Edm = 0.210427 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297319.3365874 Edm = 0.0249995 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297318.840311 Edm = 1.07094 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297318.8309041 Edm = 0.0440678 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297318.7757439 Edm = 0.0174121 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297318.730559 Edm = 0.0429454 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297318.4141611 Edm = 0.318235 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297318.2830539 Edm = 0.118084 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297317.9262273 Edm = 0.0534056 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297317.8613555 Edm = 0.00987814 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297317.8507678 Edm = 0.00648811 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297317.8341961 Edm = 0.00428603 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297317.8287923 Edm = 0.000399596 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297317.8282697 Edm = 0.000111931 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297317.8276353 Edm = 0.000589489 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297317.8187673 Edm = 0.00992652 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297317.8176511 Edm = 0.00103657 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297317.7852897 Edm = 0.0333834 NCalls = 337 -VariableMetric: Iteration # 104 - FCN = 297317.7747876 Edm = 0.0103667 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297317.771321 Edm = 0.0033194 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297317.2094204 Edm = 0.843063 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297317.1570182 Edm = 0.0776473 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297315.8242658 Edm = 0.3608 NCalls = 366 -VariableMetric: Iteration # 109 - FCN = 297314.4126334 Edm = 70826.9 NCalls = 376 -VariableMetric: Iteration # 110 - FCN = 297313.5119764 Edm = 3826.08 NCalls = 383 -VariableMetric: Iteration # 111 - FCN = 297312.7155041 Edm = 26289.6 NCalls = 387 -VariableMetric: Iteration # 112 - FCN = 297312.2089978 Edm = 1639.45 NCalls = 392 -VariableMetric: Iteration # 113 - FCN = 297311.0808712 Edm = 994.45 NCalls = 396 -VariableMetric: Iteration # 114 - FCN = 297310.4134281 Edm = 920.206 NCalls = 400 -VariableMetric: Iteration # 115 - FCN = 297308.7985545 Edm = 307.549 NCalls = 403 -VariableMetric: Iteration # 116 - FCN = 297305.9070285 Edm = 287.001 NCalls = 406 -VariableMetric: Iteration # 117 - FCN = 297304.6265521 Edm = 317.382 NCalls = 409 -VariableMetric: Iteration # 118 - FCN = 297304.4814475 Edm = 134.587 NCalls = 412 -VariableMetric: Iteration # 119 - FCN = 297303.9580643 Edm = 80.5957 NCalls = 415 -VariableMetric: Iteration # 120 - FCN = 297302.8105775 Edm = 620.039 NCalls = 417 -VariableMetric: Iteration # 121 - FCN = 297302.0346744 Edm = 97.6202 NCalls = 419 -VariableMetric: Iteration # 122 - FCN = 297301.8903962 Edm = 25.1874 NCalls = 422 -VariableMetric: Iteration # 123 - FCN = 297301.3070654 Edm = 24.1324 NCalls = 424 -VariableMetric: Iteration # 124 - FCN = 297300.257487 Edm = 20.9871 NCalls = 426 -VariableMetric: Iteration # 125 - FCN = 297298.7546167 Edm = 36.7205 NCalls = 428 -VariableMetric: Iteration # 126 - FCN = 297296.8478363 Edm = 17.0325 NCalls = 430 -VariableMetric: Iteration # 127 - FCN = 297294.2959953 Edm = 35.1937 NCalls = 432 -VariableMetric: Iteration # 128 - FCN = 297291.3890038 Edm = 20.959 NCalls = 434 -VariableMetric: Iteration # 129 - FCN = 297289.8534857 Edm = 37.3751 NCalls = 436 -VariableMetric: Iteration # 130 - FCN = 297287.6954098 Edm = 5.34756 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297286.3775816 Edm = 5.14504 NCalls = 440 -VariableMetric: Iteration # 132 - FCN = 297285.4414742 Edm = 6.23672 NCalls = 442 -VariableMetric: Iteration # 133 - FCN = 297284.752922 Edm = 2.32022 NCalls = 444 -VariableMetric: Iteration # 134 - FCN = 297283.9459957 Edm = 1.02585 NCalls = 445 -VariableMetric: Iteration # 135 - FCN = 297283.4663635 Edm = 0.515222 NCalls = 447 -VariableMetric: Iteration # 136 - FCN = 297283.0079728 Edm = 0.239764 NCalls = 450 -VariableMetric: Iteration # 137 - FCN = 297282.5530727 Edm = 0.0802864 NCalls = 452 -VariableMetric: Iteration # 138 - FCN = 297282.4449834 Edm = 0.0425573 NCalls = 454 -VariableMetric: Iteration # 139 - FCN = 297282.4086959 Edm = 0.0223639 NCalls = 457 -VariableMetric: Iteration # 140 - FCN = 297282.377171 Edm = 0.0191256 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297282.2612333 Edm = 0.0663404 NCalls = 462 -VariableMetric: Iteration # 142 - FCN = 297282.0273768 Edm = 0.0743809 NCalls = 464 -VariableMetric: Iteration # 143 - FCN = 297281.8789177 Edm = 0.0784063 NCalls = 467 -VariableMetric: Iteration # 144 - FCN = 297281.763595 Edm = 0.0271594 NCalls = 469 -VariableMetric: Iteration # 145 - FCN = 297281.7287554 Edm = 0.00915677 NCalls = 471 -VariableMetric: Iteration # 146 - FCN = 297281.7205274 Edm = 0.00116495 NCalls = 473 -VariableMetric: Iteration # 147 - FCN = 297281.7191832 Edm = 9.34182e-05 NCalls = 475 -VariableMetric: Iteration # 148 - FCN = 297281.7190655 Edm = 2.85489e-05 NCalls = 477 -VariableMetric: After Hessian - FCN = 297281.7190655 Edm = 3.83422e-05 NCalls = 958 -VariableMetric: Iteration # 149 - FCN = 297281.7190655 Edm = 3.83422e-05 NCalls = 958 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306255.9573952 Edm = 11.0357 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306255.9573952 Edm = 11.0357 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299465.9693093 Edm = 25.9615 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299419.999253 Edm = 54.9045 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298386.3114267 Edm = 634.35 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298203.3934673 Edm = 165.17 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297992.1080318 Edm = 13.5181 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297977.0382655 Edm = 1.39901 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297973.8620882 Edm = 1.84731 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297567.4290241 Edm = 84.2522 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297518.8470454 Edm = 1.01968 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297517.7503967 Edm = 0.123008 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297517.2979099 Edm = 0.376554 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297445.0651986 Edm = 7.03471 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297409.8374469 Edm = 4.14532 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297408.1494247 Edm = 5.4239 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297406.441279 Edm = 0.115373 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297403.8613355 Edm = 4.13922 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297403.7263226 Edm = 0.41675 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297400.9316489 Edm = 2.90245 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297399.8343542 Edm = 1.87965 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297382.6860846 Edm = 9.71354 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297358.6572473 Edm = 3.29183 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297355.1012646 Edm = 0.246241 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297353.6588342 Edm = 3.63467 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297351.2543188 Edm = 1.21831 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297350.4767276 Edm = 3.22662 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297349.0669918 Edm = 0.0789045 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297348.9394207 Edm = 0.0215306 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297348.2368765 Edm = 0.649837 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297336.6483691 Edm = 14.8619 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297332.906033 Edm = 22.2295 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297304.1652589 Edm = 5.85923 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297298.5792338 Edm = 0.88241 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297289.0145659 Edm = 3.61766 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297284.3800764 Edm = 0.210815 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297284.1348004 Edm = 0.0067304 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297284.1246812 Edm = 0.00481946 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297284.0604305 Edm = 0.0591056 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297279.7760484 Edm = 3.86912 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297251.0352083 Edm = 4.64705 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297247.4485272 Edm = 1.85946 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297246.3825442 Edm = 0.41494 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297245.8126806 Edm = 0.248947 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297245.503561 Edm = 0.00465116 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297245.4975764 Edm = 0.002723 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297245.3462515 Edm = 0.182722 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297245.3280882 Edm = 0.016752 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297244.1989534 Edm = 0.936635 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297228.6990111 Edm = 29.2414 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297226.8824542 Edm = 1.3047 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297217.6529632 Edm = 2.59287 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297214.3199731 Edm = 0.836562 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297213.8546372 Edm = 0.213463 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297213.6692283 Edm = 0.128357 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297213.4956592 Edm = 0.189272 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297213.0622012 Edm = 0.211838 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297212.8777409 Edm = 0.134638 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297212.7218405 Edm = 0.0385896 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297212.6339831 Edm = 0.033772 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297212.611079 Edm = 0.0107635 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297212.5940101 Edm = 0.00357995 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297212.572783 Edm = 0.0138946 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297212.1827054 Edm = 0.483577 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297212.0861994 Edm = 0.101581 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297211.2929317 Edm = 1.16815 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297210.6895534 Edm = 0.559754 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297205.6606189 Edm = 0.986359 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297204.7988217 Edm = 0.120082 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297204.7195368 Edm = 0.0166117 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297204.6907276 Edm = 0.0202654 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297204.6727969 Edm = 0.00141638 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297204.6713413 Edm = 0.000257713 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297204.6707364 Edm = 0.000303992 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297204.6585555 Edm = 0.0130326 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297204.5952869 Edm = 0.0549771 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297202.8583716 Edm = 0.947503 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297200.2273202 Edm = 0.525594 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297199.7348935 Edm = 0.166709 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297199.6655479 Edm = 0.0225262 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297199.640628 Edm = 0.00501775 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297199.630785 Edm = 0.00070012 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297199.6295047 Edm = 0.000256295 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297199.6198685 Edm = 0.0092569 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297199.3888635 Edm = 0.245139 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297198.7575877 Edm = 0.369485 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297196.007992 Edm = 0.711966 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297195.7523262 Edm = 0.475456 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297195.0712898 Edm = 0.100863 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297194.997048 Edm = 0.018434 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297194.9516758 Edm = 0.0239162 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297194.9127694 Edm = 0.00427209 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297194.9080276 Edm = 0.000291485 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297194.9076113 Edm = 0.000142699 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297194.9070567 Edm = 0.000559507 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297194.8638656 Edm = 0.037982 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297194.2010262 Edm = 0.43163 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297193.493776 Edm = 0.301675 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297193.1111468 Edm = 0.0322634 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297193.0749822 Edm = 0.00485069 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297193.0693303 Edm = 0.000435466 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297193.0688498 Edm = 9.96326e-05 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297193.0681312 Edm = 0.000560949 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297193.0176828 Edm = 0.0429953 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297191.0574606 Edm = 0.421754 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297190.5049056 Edm = 0.0330597 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297190.4725893 Edm = 0.00826993 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297190.4634982 Edm = 0.000928152 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297190.4621831 Edm = 7.04597e-05 NCalls = 343 -VariableMetric: After Hessian - FCN = 297190.4621831 Edm = 4.57315 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297190.4621831 Edm = 4.57315 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297186.8413952 Edm = 0.275014 NCalls = 822 -VariableMetric: Iteration # 110 - FCN = 297186.55614 Edm = 0.0707806 NCalls = 824 -VariableMetric: Iteration # 111 - FCN = 297186.4868297 Edm = 0.0498434 NCalls = 826 -VariableMetric: Iteration # 112 - FCN = 297186.433893 Edm = 0.0148145 NCalls = 828 -VariableMetric: Iteration # 113 - FCN = 297186.4175734 Edm = 0.003031 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297186.4141022 Edm = 0.00104385 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297186.4121492 Edm = 0.000694377 NCalls = 834 -VariableMetric: Iteration # 116 - FCN = 297186.4108431 Edm = 0.000198443 NCalls = 836 -VariableMetric: Iteration # 117 - FCN = 297186.4106013 Edm = 2.87377e-05 NCalls = 838 -VariableMetric: After Hessian - FCN = 297186.4106013 Edm = 6.79626e-05 NCalls = 1321 -VariableMetric: Iteration # 118 - FCN = 297186.4106013 Edm = 6.79626e-05 NCalls = 1321 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 362433.0482349 Edm = 1007.74 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 362433.0482349 Edm = 1007.74 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 319265.7809025 Edm = 2145.47 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 304402.6233912 Edm = 3.38292e+07 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 304402.6233912 Edm = 3.38292e+07 NCalls = 20 -VariableMetric: After Hessian - FCN = 304402.6233912 Edm = 5.33355e+07 NCalls = 519 -VariableMetric: Iteration # 4 - FCN = 304402.6233912 Edm = 5.33355e+07 NCalls = 519 -VariableMetric: Iteration # 5 - FCN = 300501.3264733 Edm = 2.0365e+06 NCalls = 530 -VariableMetric: Iteration # 6 - FCN = 298541.9772768 Edm = 73776.5 NCalls = 533 -VariableMetric: Iteration # 7 - FCN = 298470.3962706 Edm = 438.983 NCalls = 537 -VariableMetric: Iteration # 8 - FCN = 298434.8866713 Edm = 75.9801 NCalls = 539 -VariableMetric: Iteration # 9 - FCN = 298263.8848376 Edm = 44.4057 NCalls = 543 -VariableMetric: Iteration # 10 - FCN = 298027.855914 Edm = 19.6255 NCalls = 548 -VariableMetric: Iteration # 11 - FCN = 297998.3047528 Edm = 127.433 NCalls = 551 -VariableMetric: Iteration # 12 - FCN = 297957.8969446 Edm = 14.2078 NCalls = 554 -VariableMetric: Iteration # 13 - FCN = 297885.5874395 Edm = 21.4219 NCalls = 557 -VariableMetric: Iteration # 14 - FCN = 297842.8157796 Edm = 12.8167 NCalls = 560 -VariableMetric: Iteration # 15 - FCN = 297793.3166891 Edm = 12.8583 NCalls = 562 -VariableMetric: Iteration # 16 - FCN = 297773.3804714 Edm = 9.0362 NCalls = 564 -VariableMetric: Iteration # 17 - FCN = 297750.4406217 Edm = 11.9494 NCalls = 567 -VariableMetric: Iteration # 18 - FCN = 297677.512768 Edm = 117.038 NCalls = 572 -VariableMetric: Iteration # 19 - FCN = 297568.318677 Edm = 42.4996 NCalls = 575 -VariableMetric: Iteration # 20 - FCN = 297554.7766036 Edm = 46.2913 NCalls = 577 -VariableMetric: Iteration # 21 - FCN = 297532.9567114 Edm = 6.69279 NCalls = 579 -VariableMetric: Iteration # 22 - FCN = 297503.1989967 Edm = 10.8971 NCalls = 582 -VariableMetric: Iteration # 23 - FCN = 297490.6863224 Edm = 2.97191 NCalls = 584 -VariableMetric: Iteration # 24 - FCN = 297484.6663851 Edm = 2.60012 NCalls = 586 -VariableMetric: Iteration # 25 - FCN = 297454.4691053 Edm = 8.91081 NCalls = 590 -VariableMetric: Iteration # 26 - FCN = 297444.0948641 Edm = 1.54884 NCalls = 592 -VariableMetric: Iteration # 27 - FCN = 297440.4570422 Edm = 1.27462 NCalls = 594 -VariableMetric: Iteration # 28 - FCN = 297430.9194377 Edm = 3.93302 NCalls = 597 -VariableMetric: Iteration # 29 - FCN = 297425.9743915 Edm = 0.594513 NCalls = 600 -VariableMetric: Iteration # 30 - FCN = 297425.2535177 Edm = 0.136333 NCalls = 602 -VariableMetric: Iteration # 31 - FCN = 297423.1944239 Edm = 2.09836 NCalls = 606 -VariableMetric: Iteration # 32 - FCN = 297411.7165981 Edm = 7.62798 NCalls = 611 -VariableMetric: Iteration # 33 - FCN = 297397.1789729 Edm = 5.89528 NCalls = 614 -VariableMetric: Iteration # 34 - FCN = 297393.595908 Edm = 1.4768 NCalls = 616 -VariableMetric: Iteration # 35 - FCN = 297391.3798868 Edm = 0.209169 NCalls = 619 -VariableMetric: Iteration # 36 - FCN = 297391.1482885 Edm = 0.0754573 NCalls = 621 -VariableMetric: Iteration # 37 - FCN = 297390.0438614 Edm = 0.82504 NCalls = 625 -VariableMetric: Iteration # 38 - FCN = 297383.5564325 Edm = 3.41645 NCalls = 628 -VariableMetric: Iteration # 39 - FCN = 297371.4418876 Edm = 12.4553 NCalls = 632 -VariableMetric: Iteration # 40 - FCN = 297366.7335459 Edm = 2.11393 NCalls = 635 -VariableMetric: Iteration # 41 - FCN = 297364.8883758 Edm = 0.244776 NCalls = 638 -VariableMetric: Iteration # 42 - FCN = 297364.5549402 Edm = 0.12679 NCalls = 640 -VariableMetric: Iteration # 43 - FCN = 297364.127501 Edm = 0.292809 NCalls = 642 -VariableMetric: Iteration # 44 - FCN = 297362.8983684 Edm = 1.17993 NCalls = 644 -VariableMetric: Iteration # 45 - FCN = 297361.3536311 Edm = 0.641353 NCalls = 647 -VariableMetric: Iteration # 46 - FCN = 297360.563431 Edm = 0.118048 NCalls = 649 -VariableMetric: Iteration # 47 - FCN = 297360.4546966 Edm = 0.0204725 NCalls = 651 -VariableMetric: Iteration # 48 - FCN = 297360.3956849 Edm = 0.0460167 NCalls = 653 -VariableMetric: Iteration # 49 - FCN = 297359.339979 Edm = 0.866061 NCalls = 658 -VariableMetric: Iteration # 50 - FCN = 297356.486004 Edm = 1.27289 NCalls = 660 -VariableMetric: Iteration # 51 - FCN = 297354.974923 Edm = 0.110314 NCalls = 663 -VariableMetric: Iteration # 52 - FCN = 297354.8367374 Edm = 0.0498341 NCalls = 665 -VariableMetric: Iteration # 53 - FCN = 297354.7381841 Edm = 0.1335 NCalls = 667 -VariableMetric: Iteration # 54 - FCN = 297353.6101313 Edm = 0.940914 NCalls = 671 -VariableMetric: Iteration # 55 - FCN = 297351.2681201 Edm = 0.697953 NCalls = 674 -VariableMetric: Iteration # 56 - FCN = 297350.5557893 Edm = 0.166953 NCalls = 675 -VariableMetric: Iteration # 57 - FCN = 297350.4288899 Edm = 0.0272149 NCalls = 676 -VariableMetric: Iteration # 58 - FCN = 297350.3865634 Edm = 0.0138092 NCalls = 678 -VariableMetric: Iteration # 59 - FCN = 297350.3628702 Edm = 0.00883073 NCalls = 680 -VariableMetric: Iteration # 60 - FCN = 297350.3068317 Edm = 0.0524558 NCalls = 683 -VariableMetric: Iteration # 61 - FCN = 297349.5029249 Edm = 0.428735 NCalls = 688 -VariableMetric: Iteration # 62 - FCN = 297348.458306 Edm = 0.0853003 NCalls = 691 -VariableMetric: Iteration # 63 - FCN = 297348.3637616 Edm = 0.0188379 NCalls = 693 -VariableMetric: Iteration # 64 - FCN = 297348.3286404 Edm = 0.00841143 NCalls = 695 -VariableMetric: Iteration # 65 - FCN = 297348.3151641 Edm = 0.00255137 NCalls = 697 -VariableMetric: Iteration # 66 - FCN = 297348.3002433 Edm = 0.00979408 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297348.0635871 Edm = 0.189576 NCalls = 704 -VariableMetric: Iteration # 68 - FCN = 297346.6371897 Edm = 0.727645 NCalls = 708 -VariableMetric: Iteration # 69 - FCN = 297345.4466757 Edm = 0.151897 NCalls = 710 -VariableMetric: Iteration # 70 - FCN = 297345.2772695 Edm = 0.167831 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297344.9653321 Edm = 0.247739 NCalls = 714 -VariableMetric: Iteration # 72 - FCN = 297344.7492208 Edm = 0.675164 NCalls = 717 -VariableMetric: Iteration # 73 - FCN = 297344.6153761 Edm = 0.195764 NCalls = 720 -VariableMetric: Iteration # 74 - FCN = 297344.4262195 Edm = 0.232849 NCalls = 723 -VariableMetric: Iteration # 75 - FCN = 297344.2388186 Edm = 0.0239628 NCalls = 726 -VariableMetric: Iteration # 76 - FCN = 297344.2071857 Edm = 0.00352681 NCalls = 728 -VariableMetric: Iteration # 77 - FCN = 297344.2015403 Edm = 0.00168798 NCalls = 730 -VariableMetric: Iteration # 78 - FCN = 297344.1908737 Edm = 0.00844703 NCalls = 733 -VariableMetric: Iteration # 79 - FCN = 297344.1272403 Edm = 0.0394024 NCalls = 736 -VariableMetric: Iteration # 80 - FCN = 297343.7258504 Edm = 0.195705 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297343.270623 Edm = 0.0368912 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297343.2321626 Edm = 0.00570425 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297343.2262734 Edm = 0.00100862 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297343.2247278 Edm = 0.000708874 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297343.2118719 Edm = 0.0120586 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297342.9233844 Edm = 0.146163 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297342.634106 Edm = 0.012262 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297342.619898 Edm = 0.00325972 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297342.6176168 Edm = 0.000127176 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297342.6174388 Edm = 4.33829e-05 NCalls = 762 -VariableMetric: After Hessian - FCN = 297342.6174388 Edm = 1.34654 NCalls = 1285 -VariableMetric: Iteration # 91 - FCN = 297342.6174388 Edm = 1.34654 NCalls = 1285 -VariableMetric: Iteration # 92 - FCN = 297342.5933848 Edm = 0.302831 NCalls = 1288 -VariableMetric: Iteration # 93 - FCN = 297342.5220431 Edm = 0.132782 NCalls = 1291 -VariableMetric: Iteration # 94 - FCN = 297342.4430311 Edm = 0.00801445 NCalls = 1293 -VariableMetric: Iteration # 95 - FCN = 297342.4276276 Edm = 0.00436063 NCalls = 1296 -VariableMetric: Iteration # 96 - FCN = 297342.4200589 Edm = 0.000850746 NCalls = 1298 -VariableMetric: Iteration # 97 - FCN = 297342.4169681 Edm = 0.000956655 NCalls = 1300 -VariableMetric: Iteration # 98 - FCN = 297342.4154786 Edm = 0.000499494 NCalls = 1302 -VariableMetric: Iteration # 99 - FCN = 297342.4141161 Edm = 0.000206832 NCalls = 1304 -VariableMetric: Iteration # 100 - FCN = 297342.4133157 Edm = 0.000353281 NCalls = 1306 -VariableMetric: Iteration # 101 - FCN = 297342.411812 Edm = 0.000612285 NCalls = 1308 -VariableMetric: Iteration # 102 - FCN = 297342.4100931 Edm = 0.00147381 NCalls = 1310 -VariableMetric: Iteration # 103 - FCN = 297342.4031818 Edm = 0.00210187 NCalls = 1314 -VariableMetric: Iteration # 104 - FCN = 297342.3962648 Edm = 0.00189238 NCalls = 1316 -VariableMetric: Iteration # 105 - FCN = 297342.3930234 Edm = 0.00120736 NCalls = 1318 -VariableMetric: Iteration # 106 - FCN = 297342.3890256 Edm = 0.000860413 NCalls = 1320 -VariableMetric: Iteration # 107 - FCN = 297342.3877333 Edm = 0.000171988 NCalls = 1322 -VariableMetric: Iteration # 108 - FCN = 297342.3874338 Edm = 4.06101e-05 NCalls = 1324 -VariableMetric: After Hessian - FCN = 297342.3874338 Edm = 0.000146977 NCalls = 1851 -VariableMetric: Iteration # 109 - FCN = 297342.3874338 Edm = 0.000146977 NCalls = 1851 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317498.3164737 Edm = 28.0137 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317498.3164737 Edm = 28.0137 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306991.5587338 Edm = 15.1184 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306587.5900396 Edm = 1164.14 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 306405.7609707 Edm = 122.146 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302224.0304484 Edm = 17.9294 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299943.5647427 Edm = 57.4392 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299930.3366033 Edm = 46.7204 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299741.5549874 Edm = 10.5895 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 299725.9950209 Edm = 6.32549 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 299719.5160654 Edm = 1.65062 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 299626.6760931 Edm = 116.89 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 299540.4346776 Edm = 92.7368 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 299507.4879842 Edm = 21.8032 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 299223.6929214 Edm = 157.71 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298704.5396236 Edm = 289.269 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297963.9831752 Edm = 91.2196 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297917.6285087 Edm = 62.2466 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297862.0444928 Edm = 0.504754 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297861.4726759 Edm = 0.0584015 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297854.0036919 Edm = 7.89225 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297853.7115101 Edm = 0.168195 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297782.0633325 Edm = 26.5197 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297732.4202073 Edm = 0.573063 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297731.8076627 Edm = 0.0229057 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297731.756436 Edm = 0.0280097 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297730.9241722 Edm = 0.712814 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297640.1637961 Edm = 16.6125 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297622.2113206 Edm = 0.651597 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297621.108201 Edm = 0.0567016 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297621.0317364 Edm = 0.00654598 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297621.0140965 Edm = 0.0107765 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297618.5356744 Edm = 2.31826 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297574.274798 Edm = 19.7465 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297561.9976058 Edm = 4.37426 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297557.4423323 Edm = 4.90768 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297549.2261826 Edm = 11.6544 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297534.8800695 Edm = 9.97934 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297525.3426117 Edm = 2.38296 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297523.0399013 Edm = 0.564548 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297522.5873422 Edm = 0.0626212 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297522.5489696 Edm = 0.00758188 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297522.5329673 Edm = 0.0142909 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297521.7843266 Edm = 0.945314 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297520.8062055 Edm = 0.944251 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297497.2340702 Edm = 5.7708 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297492.5088291 Edm = 1.57569 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297491.4985525 Edm = 0.80634 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297490.7395317 Edm = 0.159582 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297490.6249737 Edm = 0.0350701 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297490.5978845 Edm = 0.00372336 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297490.5841923 Edm = 0.00828827 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297490.2044207 Edm = 0.338184 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297481.9108978 Edm = 4.95356 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297466.001563 Edm = 4.58546 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297462.7088482 Edm = 0.643056 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297461.7072162 Edm = 0.106218 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297461.5646633 Edm = 0.0179405 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297461.5266818 Edm = 0.00573026 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297461.516577 Edm = 0.00292308 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297461.489533 Edm = 0.0244407 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297459.475177 Edm = 1.95204 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297452.0468037 Edm = 3.18678 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297448.7073961 Edm = 0.428835 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297448.1533907 Edm = 0.0958607 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297448.0330232 Edm = 0.0173986 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297448.0165503 Edm = 0.00207291 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297448.0143444 Edm = 0.000432787 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297448.0134579 Edm = 0.000674754 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297448.000414 Edm = 0.0147717 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297447.6410842 Edm = 0.0692759 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297446.5399415 Edm = 0.417251 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297445.9071989 Edm = 0.105963 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297445.7953732 Edm = 0.0027923 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297445.7910555 Edm = 0.000289892 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297445.7906047 Edm = 9.55316e-05 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297445.7883497 Edm = 0.0022177 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297445.620043 Edm = 0.0158621 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297445.2317707 Edm = 0.0111114 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297445.2200262 Edm = 0.000884618 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297445.2188935 Edm = 0.000114514 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297445.2162557 Edm = 0.00222172 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297444.5944055 Edm = 0.635806 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297443.3632702 Edm = 1.32623 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297442.6108066 Edm = 0.816591 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297442.5772463 Edm = 0.0320814 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297440.332945 Edm = 2.24402 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297440.3140394 Edm = 0.0161194 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297436.4549655 Edm = 1.21446 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297434.6763593 Edm = 0.820057 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297434.1277359 Edm = 0.117895 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297434.0120579 Edm = 0.056629 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297433.9772121 Edm = 0.00764117 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297433.9636395 Edm = 0.00362368 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297433.9530082 Edm = 0.00166764 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297433.9496486 Edm = 0.000848295 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297433.9443515 Edm = 0.00357038 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297433.7851978 Edm = 0.139989 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297431.411682 Edm = 2.07855 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297427.6837779 Edm = 2.50609 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297426.0320698 Edm = 0.550158 NCalls = 323 -VariableMetric: Iteration # 100 - FCN = 297425.5787363 Edm = 0.0439063 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297425.5256723 Edm = 0.00760482 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297425.511541 Edm = 0.00155876 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297425.509583 Edm = 0.000223704 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297425.5087978 Edm = 0.00060722 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297425.4931944 Edm = 0.0160439 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297425.2429287 Edm = 0.0613871 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297424.0646702 Edm = 0.435584 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297422.8901855 Edm = 0.111587 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297422.7488345 Edm = 0.0143697 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297422.7365037 Edm = 0.000376554 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297422.7361042 Edm = 5.13873e-05 NCalls = 356 -VariableMetric: After Hessian - FCN = 297422.7361042 Edm = 8.27304 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297422.7361042 Edm = 8.27304 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297422.4418514 Edm = 6.12959 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297420.1723789 Edm = 0.765979 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297419.8828655 Edm = 0.0931969 NCalls = 836 -VariableMetric: Iteration # 116 - FCN = 297419.787684 Edm = 0.0142937 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297419.7685432 Edm = 0.00192243 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297419.7655035 Edm = 0.00159227 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297419.7626145 Edm = 0.00167321 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297419.7602954 Edm = 0.000470265 NCalls = 846 -VariableMetric: Iteration # 121 - FCN = 297419.7597832 Edm = 2.99896e-05 NCalls = 848 -VariableMetric: After Hessian - FCN = 297419.7597832 Edm = 3.44774e-05 NCalls = 1325 -VariableMetric: Iteration # 122 - FCN = 297419.7597832 Edm = 3.44774e-05 NCalls = 1325 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310066.8882848 Edm = 91.1832 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310066.8882848 Edm = 91.1832 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309918.60977 Edm = 12.0346 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 298827.7926353 Edm = 8.72779 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298790.0185534 Edm = 9.65827 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298129.5947689 Edm = 287.528 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297809.5358419 Edm = 296.05 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297702.9996578 Edm = 2.00798 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297699.7732412 Edm = 0.70059 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297651.3797468 Edm = 36.2843 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297505.7995423 Edm = 2.5965 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297503.2291099 Edm = 0.0505037 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297503.0637566 Edm = 0.0723712 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297501.7104159 Edm = 1.07635 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297309.6289515 Edm = 20.7671 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297282.4588332 Edm = 0.22922 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297282.1941525 Edm = 0.0228144 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297281.9087821 Edm = 0.276952 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297249.5421592 Edm = 5.25224 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297191.739456 Edm = 12.4582 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297167.2653943 Edm = 4.58142 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297160.3579516 Edm = 2.21085 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297157.2218695 Edm = 0.198494 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297157.035434 Edm = 0.00657981 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297157.0172332 Edm = 0.0134821 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297155.8710147 Edm = 1.04726 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297128.3133792 Edm = 10.7999 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297118.2568432 Edm = 5.75003 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297115.020291 Edm = 1.91232 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297112.0708936 Edm = 0.566035 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297111.1596708 Edm = 0.0388646 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297111.133994 Edm = 0.00226428 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297111.1286619 Edm = 0.002682 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297109.5870994 Edm = 1.25963 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297100.0378082 Edm = 0.202842 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297099.797944 Edm = 0.00307058 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297099.7913131 Edm = 0.00342007 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297099.5189515 Edm = 0.232793 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297082.9268121 Edm = 2.39238 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297080.4019643 Edm = 0.0566829 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297080.3476744 Edm = 0.00121965 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297080.3454603 Edm = 0.000903502 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297080.3376503 Edm = 0.00600725 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297080.1299442 Edm = 0.202078 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297074.6752843 Edm = 3.03622 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297070.0071296 Edm = 0.475206 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297069.5840401 Edm = 0.0153758 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297069.5702304 Edm = 0.00151587 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297069.5676812 Edm = 0.000873417 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297069.5569449 Edm = 0.0104197 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297069.0119816 Edm = 0.529515 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297060.5873906 Edm = 2.95162 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297059.3813355 Edm = 0.234553 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297059.033336 Edm = 0.0715645 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297058.9055122 Edm = 0.0416316 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297058.8712482 Edm = 0.00834291 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297058.8624959 Edm = 0.000344042 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297058.8619631 Edm = 0.000154485 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297058.8515508 Edm = 0.009862 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297058.2219682 Edm = 0.545279 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297055.5045839 Edm = 0.375854 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297054.8266938 Edm = 0.572899 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297054.260753 Edm = 0.570919 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297054.0411908 Edm = 0.158447 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297053.8767715 Edm = 0.0613515 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297053.8142556 Edm = 0.0217021 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297053.7871779 Edm = 0.00182956 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297053.7851815 Edm = 0.000271678 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297053.7841142 Edm = 0.00048306 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297053.7827848 Edm = 0.000825079 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297053.7749054 Edm = 0.00712463 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297053.6059289 Edm = 0.145977 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297051.1205603 Edm = 2.06967 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297050.7619188 Edm = 0.655554 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297050.2045864 Edm = 1.29833 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297049.434131 Edm = 0.220608 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297049.2503643 Edm = 0.0164073 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297049.2312271 Edm = 0.00204533 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297049.2289662 Edm = 0.000897667 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297049.2264561 Edm = 0.00149328 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297049.2192963 Edm = 0.00133825 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297049.2176585 Edm = 0.000711711 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297049.2140305 Edm = 0.0035654 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297048.9534475 Edm = 0.247136 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297046.2363471 Edm = 0.834298 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297045.6353727 Edm = 0.401462 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297045.3701284 Edm = 0.0289829 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297045.3239613 Edm = 0.0146873 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297045.295733 Edm = 0.00886938 NCalls = 272 -VariableMetric: Iteration # 88 - FCN = 297045.2863939 Edm = 0.00490531 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297045.2822863 Edm = 0.000982869 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297045.2809393 Edm = 0.000262566 NCalls = 279 -VariableMetric: Iteration # 91 - FCN = 297045.2807163 Edm = 5.60224e-05 NCalls = 281 -VariableMetric: After Hessian - FCN = 297045.2807163 Edm = 1.18238 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297045.2807163 Edm = 1.18238 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297044.2594489 Edm = 2.34486 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297044.0069335 Edm = 0.109376 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297043.9291637 Edm = 0.0323973 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297043.8675643 Edm = 0.00489773 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297043.8622837 Edm = 0.00251954 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297043.8598696 Edm = 0.00168697 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297043.8576424 Edm = 0.000580672 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297043.8568594 Edm = 0.000167515 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297043.8565553 Edm = 7.91516e-05 NCalls = 783 -VariableMetric: Iteration # 102 - FCN = 297043.8563857 Edm = 9.68977e-05 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297043.8560808 Edm = 9.04672e-05 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297043.8559154 Edm = 1.99197e-05 NCalls = 791 -VariableMetric: After Hessian - FCN = 297043.8559154 Edm = 4.96259e-05 NCalls = 1280 -VariableMetric: Iteration # 105 - FCN = 297043.8559154 Edm = 4.96259e-05 NCalls = 1280 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301947.299408 Edm = 16.9935 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301947.299408 Edm = 16.9935 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299058.7001593 Edm = 1.93351 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299053.4644772 Edm = 1.96534 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298853.6773246 Edm = 231.248 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298812.639602 Edm = 39.3214 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298740.0196617 Edm = 48.6946 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298203.8669668 Edm = 35.5168 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298142.4604586 Edm = 6.6515 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298134.2477048 Edm = 0.320365 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298133.6364138 Edm = 0.271402 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298108.5286692 Edm = 16.8096 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298055.2125992 Edm = 4.08818 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298040.7573776 Edm = 1.69566 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298038.8894597 Edm = 0.778561 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 298038.2740363 Edm = 0.337702 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 298036.1945813 Edm = 0.897202 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297944.2228006 Edm = 68.0279 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297867.1421469 Edm = 97.8755 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297798.0525685 Edm = 88.5704 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297763.7734811 Edm = 66.7708 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297721.4221836 Edm = 8.08164 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297696.2669086 Edm = 20.724 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297675.4860561 Edm = 3.75101 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297669.8856249 Edm = 9.71013 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297659.5667953 Edm = 2.65253 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297653.234383 Edm = 1.69876 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297645.4364198 Edm = 3.20122 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297640.8736976 Edm = 1.54587 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297637.7985323 Edm = 0.575439 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297636.8348034 Edm = 0.732729 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297636.1196836 Edm = 0.745779 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297599.6802622 Edm = 10.7303 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297580.0894377 Edm = 1.94769 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297578.123163 Edm = 0.405313 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297577.3687209 Edm = 0.110367 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297577.1950134 Edm = 0.0243466 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297577.0504808 Edm = 0.106661 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297576.5668682 Edm = 0.866716 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297576.3993193 Edm = 0.474467 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297575.8335535 Edm = 0.215767 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297575.6060176 Edm = 0.239611 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297572.6963732 Edm = 1.30499 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297569.0554077 Edm = 3.89236 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297563.4047971 Edm = 7.66634 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297539.2518519 Edm = 11.7876 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297529.1076158 Edm = 0.955679 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297528.4684287 Edm = 0.081883 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297528.3172201 Edm = 0.091809 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297525.5713493 Edm = 3.41363 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297525.1652837 Edm = 0.370256 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297522.1035956 Edm = 3.31135 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297521.8444722 Edm = 0.233093 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297511.4412513 Edm = 11.2667 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297511.0399016 Edm = 0.432789 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297507.3961467 Edm = 3.6183 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297505.6460932 Edm = 1.52284 NCalls = 203 -VariableMetric: Iteration # 56 - FCN = 297459.5612811 Edm = 2.93499 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297456.5667355 Edm = 0.090432 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297456.4422439 Edm = 0.0200155 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297456.1123237 Edm = 0.336417 NCalls = 215 -VariableMetric: Iteration # 60 - FCN = 297442.2670475 Edm = 12.5675 NCalls = 222 -VariableMetric: Iteration # 61 - FCN = 297396.9370959 Edm = 13.9689 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297386.3377445 Edm = 0.573676 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297385.8984773 Edm = 0.123614 NCalls = 229 -VariableMetric: Iteration # 64 - FCN = 297385.7300469 Edm = 0.0408553 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297385.6210545 Edm = 0.0218653 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297385.5423656 Edm = 0.0641423 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297384.9791057 Edm = 0.467637 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297378.2634284 Edm = 4.62754 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297365.9931244 Edm = 7.37498 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297349.9914893 Edm = 3.81384 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297344.3549072 Edm = 4.49096 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297343.1188824 Edm = 1.9002 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297340.4429907 Edm = 0.767505 NCalls = 260 -VariableMetric: Iteration # 74 - FCN = 297339.3683969 Edm = 0.434829 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297338.6799954 Edm = 1.03181 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297337.4786827 Edm = 0.55192 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297336.680946 Edm = 0.550281 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297332.4106715 Edm = 6.49886 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297331.493414 Edm = 5.13657 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297329.0832501 Edm = 2.83829 NCalls = 283 -VariableMetric: Iteration # 81 - FCN = 297325.9830637 Edm = 1.79956 NCalls = 286 -VariableMetric: Iteration # 82 - FCN = 297324.4217702 Edm = 1.35537 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297323.3515338 Edm = 0.334299 NCalls = 291 -VariableMetric: Iteration # 84 - FCN = 297323.1748087 Edm = 0.0146042 NCalls = 293 -VariableMetric: Iteration # 85 - FCN = 297323.1590686 Edm = 0.00131749 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297323.1565984 Edm = 0.0022949 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297323.1475178 Edm = 0.00685251 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297323.0492144 Edm = 0.0882612 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297322.6363509 Edm = 0.317332 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297316.352833 Edm = 0.637429 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297315.7467882 Edm = 0.0606304 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297315.6729081 Edm = 0.00718388 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297315.6545173 Edm = 0.00959899 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297315.5716073 Edm = 0.0524149 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297314.9702018 Edm = 0.456381 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297305.9798839 Edm = 5.0004 NCalls = 328 -VariableMetric: Iteration # 97 - FCN = 297298.170343 Edm = 1.95978 NCalls = 331 -VariableMetric: Iteration # 98 - FCN = 297296.201419 Edm = 0.300166 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297295.8694153 Edm = 0.139747 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297295.7024558 Edm = 0.0471149 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297295.6501384 Edm = 0.0059924 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297295.6428579 Edm = 0.00178327 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297295.6405565 Edm = 0.00119474 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297295.6375939 Edm = 0.00259011 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297295.6048142 Edm = 0.0234195 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297294.1614521 Edm = 1.31179 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297288.0536032 Edm = 0.842159 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297286.9260007 Edm = 0.035841 NCalls = 358 -VariableMetric: Iteration # 109 - FCN = 297286.8952263 Edm = 0.0016561 NCalls = 360 -VariableMetric: Iteration # 110 - FCN = 297286.8935873 Edm = 0.000159313 NCalls = 361 -VariableMetric: Iteration # 111 - FCN = 297286.8926448 Edm = 0.000835256 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297286.8729213 Edm = 0.0185028 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297286.1612472 Edm = 0.827396 NCalls = 375 -VariableMetric: Iteration # 114 - FCN = 297285.2412174 Edm = 0.822927 NCalls = 380 -VariableMetric: Iteration # 115 - FCN = 297279.4089168 Edm = 1.02202 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297278.3431654 Edm = 0.0547275 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297278.2942479 Edm = 0.0042363 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297278.2887632 Edm = 0.000549873 NCalls = 387 -VariableMetric: Iteration # 119 - FCN = 297278.2882283 Edm = 0.000286988 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297278.2877326 Edm = 0.000256662 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297278.2858315 Edm = 0.00192235 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297278.2729531 Edm = 0.0177822 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297278.1408555 Edm = 0.110434 NCalls = 405 -VariableMetric: Iteration # 124 - FCN = 297276.6124824 Edm = 1.07994 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 297275.2522301 Edm = 1.08621 NCalls = 412 -VariableMetric: Iteration # 126 - FCN = 297274.030659 Edm = 0.090667 NCalls = 414 -VariableMetric: Iteration # 127 - FCN = 297273.9173934 Edm = 0.0300795 NCalls = 416 -VariableMetric: Iteration # 128 - FCN = 297273.8921199 Edm = 0.00860365 NCalls = 418 -VariableMetric: Iteration # 129 - FCN = 297273.8800523 Edm = 0.0015228 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297273.8784106 Edm = 0.000187256 NCalls = 422 -VariableMetric: Iteration # 131 - FCN = 297273.8781955 Edm = 3.38605e-05 NCalls = 424 -VariableMetric: After Hessian - FCN = 297273.8781955 Edm = 447.689 NCalls = 907 -VariableMetric: Iteration # 132 - FCN = 297273.8781955 Edm = 447.689 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297272.2956967 Edm = 785.418 NCalls = 913 -VariableMetric: Iteration # 134 - FCN = 297272.2916527 Edm = 918.804 NCalls = 919 -VariableMetric: Iteration # 135 - FCN = 297272.1833778 Edm = 5507.9 NCalls = 923 -VariableMetric: Iteration # 136 - FCN = 297271.7578885 Edm = 6791.65 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297271.6317412 Edm = 1269.51 NCalls = 931 -VariableMetric: Iteration # 138 - FCN = 297271.4412777 Edm = 803.218 NCalls = 935 -VariableMetric: Iteration # 139 - FCN = 297270.7994926 Edm = 463.346 NCalls = 938 -VariableMetric: Iteration # 140 - FCN = 297270.6002505 Edm = 156.331 NCalls = 942 -VariableMetric: Iteration # 141 - FCN = 297270.5213134 Edm = 124.589 NCalls = 946 -VariableMetric: Iteration # 142 - FCN = 297270.3294693 Edm = 330.784 NCalls = 949 -VariableMetric: Iteration # 143 - FCN = 297269.2809953 Edm = 234.332 NCalls = 952 -VariableMetric: Iteration # 144 - FCN = 297267.7966654 Edm = 299.573 NCalls = 954 -VariableMetric: Iteration # 145 - FCN = 297267.2852232 Edm = 22.8728 NCalls = 957 -VariableMetric: Iteration # 146 - FCN = 297266.9590744 Edm = 34.9263 NCalls = 959 -VariableMetric: Iteration # 147 - FCN = 297266.8309254 Edm = 4.7796 NCalls = 962 -VariableMetric: Iteration # 148 - FCN = 297266.6615177 Edm = 9.80972 NCalls = 964 -VariableMetric: Iteration # 149 - FCN = 297266.4373846 Edm = 4.87713 NCalls = 966 -VariableMetric: Iteration # 150 - FCN = 297265.9621421 Edm = 4.27656 NCalls = 968 -VariableMetric: Iteration # 151 - FCN = 297265.7866617 Edm = 2.76164 NCalls = 970 -VariableMetric: Iteration # 152 - FCN = 297265.5815355 Edm = 4.70219 NCalls = 972 -VariableMetric: Iteration # 153 - FCN = 297265.3226586 Edm = 0.679159 NCalls = 974 -VariableMetric: Iteration # 154 - FCN = 297265.0992327 Edm = 24.1655 NCalls = 983 -VariableMetric: Iteration # 155 - FCN = 297265.0687231 Edm = 0.275381 NCalls = 985 -VariableMetric: Iteration # 156 - FCN = 297264.6108412 Edm = 1.34762 NCalls = 991 -VariableMetric: Iteration # 157 - FCN = 297264.5627435 Edm = 0.171136 NCalls = 993 -VariableMetric: Iteration # 158 - FCN = 297264.3240435 Edm = 0.914358 NCalls = 995 -VariableMetric: Iteration # 159 - FCN = 297264.2167159 Edm = 0.553942 NCalls = 997 -VariableMetric: Iteration # 160 - FCN = 297262.6877766 Edm = 1.42612 NCalls = 1001 -VariableMetric: Iteration # 161 - FCN = 297261.0359076 Edm = 1.46682 NCalls = 1004 -VariableMetric: Iteration # 162 - FCN = 297259.5976425 Edm = 0.75403 NCalls = 1008 -VariableMetric: Iteration # 163 - FCN = 297259.3116239 Edm = 1.04572 NCalls = 1010 -VariableMetric: Iteration # 164 - FCN = 297258.7573011 Edm = 0.286068 NCalls = 1012 -VariableMetric: Iteration # 165 - FCN = 297258.5710214 Edm = 0.272122 NCalls = 1014 -VariableMetric: Iteration # 166 - FCN = 297258.401817 Edm = 0.898405 NCalls = 1016 -VariableMetric: Iteration # 167 - FCN = 297258.0917514 Edm = 0.600254 NCalls = 1018 -VariableMetric: Iteration # 168 - FCN = 297257.5689338 Edm = 0.59518 NCalls = 1023 -VariableMetric: Iteration # 169 - FCN = 297257.086174 Edm = 0.991279 NCalls = 1027 -VariableMetric: Iteration # 170 - FCN = 297256.6735512 Edm = 0.217485 NCalls = 1030 -VariableMetric: Iteration # 171 - FCN = 297256.4694679 Edm = 0.125799 NCalls = 1032 -VariableMetric: Iteration # 172 - FCN = 297256.2385962 Edm = 0.106601 NCalls = 1034 -VariableMetric: Iteration # 173 - FCN = 297255.9289662 Edm = 0.138413 NCalls = 1036 -VariableMetric: Iteration # 174 - FCN = 297255.6870836 Edm = 0.0903391 NCalls = 1038 -VariableMetric: Iteration # 175 - FCN = 297255.5798754 Edm = 0.0364962 NCalls = 1040 -VariableMetric: Iteration # 176 - FCN = 297255.5338455 Edm = 0.0158707 NCalls = 1042 -VariableMetric: Iteration # 177 - FCN = 297255.5221279 Edm = 0.00506287 NCalls = 1044 -VariableMetric: Iteration # 178 - FCN = 297255.5176935 Edm = 0.000310255 NCalls = 1046 -VariableMetric: Iteration # 179 - FCN = 297255.5173337 Edm = 1.68874e-05 NCalls = 1048 -VariableMetric: After Hessian - FCN = 297255.5173337 Edm = 2.69621e-05 NCalls = 1539 -VariableMetric: Iteration # 180 - FCN = 297255.5173337 Edm = 2.69621e-05 NCalls = 1539 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299645.5371894 Edm = 4.09085 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299645.5371894 Edm = 4.09085 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298195.0137907 Edm = 0.62416 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298193.864654 Edm = 4.36648 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297981.3345837 Edm = 45.1147 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297902.4914957 Edm = 0.0566669 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297902.3790095 Edm = 0.0630586 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297897.6727547 Edm = 5.99362 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297894.6592902 Edm = 2.64014 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297868.9152529 Edm = 0.190053 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297868.6450278 Edm = 0.0298675 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297867.7884762 Edm = 0.814818 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297763.9500032 Edm = 36.1057 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297696.5048981 Edm = 32.4467 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297682.5512591 Edm = 9.42195 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297652.4620606 Edm = 0.381918 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297651.872807 Edm = 0.0847846 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297651.8296619 Edm = 0.0130404 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297651.7910665 Edm = 0.0264267 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297646.0317895 Edm = 6.46105 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297645.8999183 Edm = 0.106608 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297640.4442487 Edm = 5.63385 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297640.2520872 Edm = 0.143164 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297631.0558798 Edm = 7.1575 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297585.0487973 Edm = 13.2484 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297569.0172376 Edm = 7.63224 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297565.5508962 Edm = 0.697816 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297564.7310966 Edm = 0.0687997 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297564.6710914 Edm = 0.00448816 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297564.6611784 Edm = 0.00955206 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297563.405401 Edm = 1.13826 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297559.3484507 Edm = 0.53661 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297558.7743498 Edm = 0.0211177 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297558.7376602 Edm = 0.0086004 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297558.6490254 Edm = 0.0754723 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297551.4891957 Edm = 5.05246 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297536.0578798 Edm = 2.67452 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297532.9150697 Edm = 0.275376 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297532.6105048 Edm = 0.0529757 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297532.5743381 Edm = 0.00453868 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297532.5689925 Edm = 0.00245574 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297532.5613858 Edm = 0.00508315 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297532.3684164 Edm = 0.185975 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297522.229077 Edm = 8.39009 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297488.7828822 Edm = 4.50679 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297483.4506488 Edm = 1.79973 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297481.9186863 Edm = 1.03007 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297479.3585455 Edm = 1.72396 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297477.8860381 Edm = 0.361691 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297477.6012286 Edm = 0.0511781 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297477.5717133 Edm = 0.00236798 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297477.5691727 Edm = 0.000331883 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297477.5669627 Edm = 0.00192112 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297477.4714204 Edm = 0.087672 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297472.544066 Edm = 3.43928 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297464.6061664 Edm = 1.03762 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297463.4211337 Edm = 0.163462 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297463.2588353 Edm = 0.0119778 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297463.2509347 Edm = 0.000819221 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297463.2501528 Edm = 0.000120503 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297463.249912 Edm = 0.000160976 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297463.2474101 Edm = 0.00258898 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297463.131808 Edm = 0.00878744 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297462.1065437 Edm = 0.360974 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297461.0994476 Edm = 0.372251 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297460.7569988 Edm = 0.0583329 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297460.6976915 Edm = 0.020938 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297460.6449066 Edm = 0.0297417 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297460.6177509 Edm = 0.00524824 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297460.6114996 Edm = 0.00027509 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297460.6112002 Edm = 1.75419e-05 NCalls = 217 -VariableMetric: After Hessian - FCN = 297460.6112002 Edm = 2.60391 NCalls = 700 -VariableMetric: Iteration # 70 - FCN = 297460.6112002 Edm = 2.60391 NCalls = 700 -VariableMetric: Iteration # 71 - FCN = 297460.3507519 Edm = 1.91575 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297459.9825969 Edm = 1.44167 NCalls = 704 -VariableMetric: Iteration # 73 - FCN = 297459.4287954 Edm = 0.439471 NCalls = 706 -VariableMetric: Iteration # 74 - FCN = 297458.812107 Edm = 0.294987 NCalls = 710 -VariableMetric: Iteration # 75 - FCN = 297458.728777 Edm = 0.487242 NCalls = 712 -VariableMetric: Iteration # 76 - FCN = 297458.5436688 Edm = 0.225418 NCalls = 714 -VariableMetric: Iteration # 77 - FCN = 297458.4553102 Edm = 0.242195 NCalls = 716 -VariableMetric: Iteration # 78 - FCN = 297458.1910876 Edm = 0.246787 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297458.1349856 Edm = 0.12423 NCalls = 722 -VariableMetric: Iteration # 80 - FCN = 297457.6736767 Edm = 1.92723 NCalls = 728 -VariableMetric: Iteration # 81 - FCN = 297455.2024994 Edm = 29.778 NCalls = 732 -VariableMetric: Iteration # 82 - FCN = 297455.0633098 Edm = 0.314684 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297455.0133654 Edm = 0.430394 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297454.6866215 Edm = 0.902425 NCalls = 741 -VariableMetric: Iteration # 85 - FCN = 297454.3894861 Edm = 0.917801 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297454.2459547 Edm = 0.63594 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297454.0287137 Edm = 1.3748 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297452.372356 Edm = 4.53367 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297451.7472045 Edm = 2.64839 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297450.8429168 Edm = 1.83325 NCalls = 764 -VariableMetric: Iteration # 91 - FCN = 297449.5980786 Edm = 1.25903 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297448.1416292 Edm = 1.18902 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297447.5525693 Edm = 0.691446 NCalls = 772 -VariableMetric: Iteration # 94 - FCN = 297447.2143746 Edm = 0.0874789 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297447.1088752 Edm = 0.122774 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297446.8271506 Edm = 0.308743 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297446.5349661 Edm = 0.167712 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297446.3261406 Edm = 0.118414 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297446.2389184 Edm = 0.0768033 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297446.1884633 Edm = 0.0247389 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297446.1617549 Edm = 0.0137868 NCalls = 792 -VariableMetric: Iteration # 102 - FCN = 297446.1265607 Edm = 0.031658 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297446.0855976 Edm = 0.0311627 NCalls = 798 -VariableMetric: Iteration # 104 - FCN = 297446.0563834 Edm = 0.0171642 NCalls = 801 -VariableMetric: Iteration # 105 - FCN = 297446.03034 Edm = 0.0100431 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297446.0191612 Edm = 0.00820592 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297446.0112309 Edm = 0.0053794 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297445.9976936 Edm = 0.00515499 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297445.9918736 Edm = 0.002766 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297445.9861727 Edm = 0.00295141 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297445.9746494 Edm = 0.00272519 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297445.9699139 Edm = 0.0011256 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297445.9679677 Edm = 0.000805099 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297445.9661952 Edm = 0.00133792 NCalls = 825 -VariableMetric: Iteration # 115 - FCN = 297445.9500777 Edm = 0.0118581 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297445.8999096 Edm = 0.0137587 NCalls = 832 -VariableMetric: Iteration # 117 - FCN = 297445.8879332 Edm = 0.00205331 NCalls = 834 -VariableMetric: Iteration # 118 - FCN = 297445.8857899 Edm = 0.00027568 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297445.8851372 Edm = 0.00018399 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297445.8845886 Edm = 0.000180628 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297445.8840874 Edm = 8.42439e-05 NCalls = 842 -VariableMetric: Iteration # 122 - FCN = 297445.8839638 Edm = 8.41711e-06 NCalls = 844 -VariableMetric: After Hessian - FCN = 297445.8839638 Edm = 0.000361123 NCalls = 1337 -VariableMetric: Iteration # 123 - FCN = 297445.8839638 Edm = 0.000361123 NCalls = 1337 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306094.2418019 Edm = 17.7863 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306094.2418019 Edm = 17.7863 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305663.7604034 Edm = 12.6763 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305425.4962572 Edm = 418.004 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 305229.6556906 Edm = 282.827 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 303356.9051201 Edm = 757.578 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298461.5118351 Edm = 68.7921 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298380.1011381 Edm = 72.6425 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298298.0213702 Edm = 3.40487 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298289.9348218 Edm = 1.38825 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298157.3828556 Edm = 77.8348 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297560.4772986 Edm = 182.077 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297447.0942801 Edm = 5.03656 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297442.318779 Edm = 0.647047 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297441.7638107 Edm = 0.0357436 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297441.6995866 Edm = 0.0382689 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297406.2349053 Edm = 2.33475 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297345.6172816 Edm = 21.0374 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297306.8458808 Edm = 24.1134 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297289.9652094 Edm = 3.59603 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297281.6877753 Edm = 0.55894 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297281.5741667 Edm = 0.0263416 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297281.5298143 Edm = 0.020898 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297268.2901792 Edm = 4.83583 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297259.6362817 Edm = 0.070516 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297259.5768679 Edm = 0.00306472 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297259.4603177 Edm = 0.10247 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297250.6254124 Edm = 4.21227 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297243.7840609 Edm = 1.3694 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297243.1022215 Edm = 0.0310964 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297243.0630637 Edm = 0.00410771 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297243.0092731 Edm = 0.049249 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297236.4899185 Edm = 2.68337 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297233.0939675 Edm = 0.0312611 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297233.0572504 Edm = 0.00387833 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297233.0519294 Edm = 0.00495826 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297233.0085221 Edm = 0.0447725 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297230.8433685 Edm = 1.4307 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297222.9008149 Edm = 1.09708 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297222.0196066 Edm = 0.074203 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297221.9195965 Edm = 0.0237659 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297221.859045 Edm = 0.0280231 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297221.7504219 Edm = 0.0773661 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297221.7328895 Edm = 0.0477456 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297221.6044601 Edm = 0.194384 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297221.4020575 Edm = 0.356695 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297221.1445064 Edm = 0.316634 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297220.028588 Edm = 0.931621 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297219.8052521 Edm = 0.165704 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297219.5936713 Edm = 0.00605904 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297219.586643 Edm = 0.0017942 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297219.5796831 Edm = 0.00361207 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297219.4876517 Edm = 0.0682785 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297218.0915038 Edm = 0.975298 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297215.4155619 Edm = 0.752352 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297214.6985464 Edm = 0.0451844 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297214.6684483 Edm = 0.000821005 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297214.6671815 Edm = 0.000456181 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297214.6487632 Edm = 0.0194799 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297214.3525018 Edm = 0.291528 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297211.6442168 Edm = 1.05104 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297210.2258958 Edm = 0.211787 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297209.9678528 Edm = 0.0525964 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297209.8685007 Edm = 0.0348431 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297209.8286113 Edm = 0.00497342 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297209.8242173 Edm = 0.00063673 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297209.8221301 Edm = 0.00138147 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297209.8002911 Edm = 0.0185098 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297209.2052514 Edm = 0.4532 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297206.522808 Edm = 0.801696 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297205.5879868 Edm = 0.0911903 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297205.524367 Edm = 0.00929765 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297205.5163633 Edm = 0.000882119 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297205.5149894 Edm = 0.000495771 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297205.5115276 Edm = 0.00128947 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297205.5047691 Edm = 0.00455735 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297205.502126 Edm = 0.00505675 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297205.4984113 Edm = 0.00499686 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297205.4911964 Edm = 0.00401876 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297205.4814661 Edm = 0.0204639 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297205.4695348 Edm = 0.00425481 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297205.4655692 Edm = 0.000769034 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297205.46467 Edm = 0.000161801 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297205.464277 Edm = 0.000283912 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297205.4618153 Edm = 0.00246223 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297205.4598694 Edm = 0.00147367 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297205.4356518 Edm = 0.0142854 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297205.4339558 Edm = 0.00312855 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297205.363869 Edm = 0.0685088 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297204.5858261 Edm = 0.740794 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297204.2479117 Edm = 0.193381 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297203.9213865 Edm = 0.0405609 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297203.8271471 Edm = 0.0379672 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297203.7886935 Edm = 0.00958448 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297203.7691904 Edm = 0.00452431 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297203.7592697 Edm = 0.00151653 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297203.7581186 Edm = 0.000443278 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297203.7576304 Edm = 7.35156e-05 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297203.7572191 Edm = 0.000292526 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297203.7425607 Edm = 0.0128529 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297203.0299051 Edm = 0.518654 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297202.9695441 Edm = 0.299275 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297202.8234208 Edm = 0.112631 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297202.5875784 Edm = 0.0273511 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297202.5517541 Edm = 0.00818776 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297202.5306981 Edm = 0.0137489 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297202.5101603 Edm = 0.00278132 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297202.5075955 Edm = 0.000141667 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297202.5074188 Edm = 2.76984e-05 NCalls = 351 -VariableMetric: After Hessian - FCN = 297202.5074188 Edm = 1.23151 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297202.5074188 Edm = 1.23151 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297201.8432024 Edm = 8.96181 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297201.5814095 Edm = 1.15033 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297200.7663869 Edm = 0.713685 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297200.3737466 Edm = 0.566603 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297199.3282519 Edm = 0.31589 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297199.0395231 Edm = 0.431645 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297198.7142305 Edm = 0.441494 NCalls = 845 -VariableMetric: Iteration # 116 - FCN = 297198.0676323 Edm = 0.570002 NCalls = 849 -VariableMetric: Iteration # 117 - FCN = 297195.1589899 Edm = 11.2071 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297195.0644007 Edm = 0.146585 NCalls = 856 -VariableMetric: Iteration # 119 - FCN = 297194.829552 Edm = 0.497608 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297192.0070383 Edm = 2.89194 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297191.7840271 Edm = 0.673445 NCalls = 870 -VariableMetric: Iteration # 122 - FCN = 297190.6826371 Edm = 1.84553 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297188.2472377 Edm = 1.7382 NCalls = 879 -VariableMetric: Iteration # 124 - FCN = 297185.0559378 Edm = 2.51021 NCalls = 882 -VariableMetric: Iteration # 125 - FCN = 297183.5732955 Edm = 1.76879 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297182.5432975 Edm = 1.54282 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297181.8772427 Edm = 0.539051 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297181.5824806 Edm = 0.217173 NCalls = 893 -VariableMetric: Iteration # 129 - FCN = 297181.32659 Edm = 0.147593 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297181.1215467 Edm = 0.229197 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297180.6670161 Edm = 0.377406 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297180.2895985 Edm = 0.499333 NCalls = 903 -VariableMetric: Iteration # 133 - FCN = 297179.8036103 Edm = 0.600777 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297179.2036467 Edm = 0.291486 NCalls = 910 -VariableMetric: Iteration # 135 - FCN = 297178.8906152 Edm = 0.118078 NCalls = 912 -VariableMetric: Iteration # 136 - FCN = 297178.7357341 Edm = 0.07129 NCalls = 914 -VariableMetric: Iteration # 137 - FCN = 297178.6684873 Edm = 0.0665085 NCalls = 917 -VariableMetric: Iteration # 138 - FCN = 297178.6236783 Edm = 0.0286548 NCalls = 919 -VariableMetric: Iteration # 139 - FCN = 297178.582409 Edm = 0.0122723 NCalls = 921 -VariableMetric: Iteration # 140 - FCN = 297178.5538137 Edm = 0.0204254 NCalls = 923 -VariableMetric: Iteration # 141 - FCN = 297178.510528 Edm = 0.0147249 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297178.4695876 Edm = 0.034044 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297178.4084745 Edm = 0.0447861 NCalls = 932 -VariableMetric: Iteration # 144 - FCN = 297178.3591386 Edm = 0.0269403 NCalls = 935 -VariableMetric: Iteration # 145 - FCN = 297178.3369952 Edm = 0.0148658 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297178.3123111 Edm = 0.0197616 NCalls = 940 -VariableMetric: Iteration # 147 - FCN = 297178.2516241 Edm = 0.0114243 NCalls = 945 -VariableMetric: Iteration # 148 - FCN = 297178.2403342 Edm = 0.0122073 NCalls = 946 -VariableMetric: Iteration # 149 - FCN = 297178.2292409 Edm = 0.00501193 NCalls = 948 -VariableMetric: Iteration # 150 - FCN = 297178.2181155 Edm = 0.00239843 NCalls = 950 -VariableMetric: Iteration # 151 - FCN = 297178.2146346 Edm = 0.000948557 NCalls = 952 -VariableMetric: Iteration # 152 - FCN = 297178.2124787 Edm = 0.00109136 NCalls = 955 -VariableMetric: Iteration # 153 - FCN = 297178.2105932 Edm = 0.000775509 NCalls = 958 -VariableMetric: Iteration # 154 - FCN = 297178.2088396 Edm = 0.000710379 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297178.2073473 Edm = 0.000708587 NCalls = 963 -VariableMetric: Iteration # 156 - FCN = 297178.2065349 Edm = 0.000573638 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297178.2048173 Edm = 0.000800347 NCalls = 968 -VariableMetric: Iteration # 158 - FCN = 297178.1993054 Edm = 0.00441654 NCalls = 971 -VariableMetric: Iteration # 159 - FCN = 297178.1827062 Edm = 0.0156228 NCalls = 973 -VariableMetric: Iteration # 160 - FCN = 297178.1737912 Edm = 0.00450757 NCalls = 978 -VariableMetric: Iteration # 161 - FCN = 297178.1659557 Edm = 0.00557798 NCalls = 981 -VariableMetric: Iteration # 162 - FCN = 297178.162561 Edm = 0.00213561 NCalls = 983 -VariableMetric: Iteration # 163 - FCN = 297178.1595688 Edm = 0.00133416 NCalls = 986 -VariableMetric: Iteration # 164 - FCN = 297178.1572659 Edm = 0.00130413 NCalls = 988 -VariableMetric: Iteration # 165 - FCN = 297178.1545303 Edm = 0.000503051 NCalls = 990 -VariableMetric: Iteration # 166 - FCN = 297178.1538067 Edm = 0.00020257 NCalls = 992 -VariableMetric: Iteration # 167 - FCN = 297178.1536041 Edm = 0.000257477 NCalls = 993 -VariableMetric: Iteration # 168 - FCN = 297178.152683 Edm = 0.000991482 NCalls = 997 -VariableMetric: Iteration # 169 - FCN = 297178.1424158 Edm = 0.00435297 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297178.1362938 Edm = 0.0153143 NCalls = 1004 -VariableMetric: Iteration # 171 - FCN = 297178.1312059 Edm = 0.0029569 NCalls = 1007 -VariableMetric: Iteration # 172 - FCN = 297178.1268334 Edm = 0.00415402 NCalls = 1010 -VariableMetric: Iteration # 173 - FCN = 297178.1238978 Edm = 0.00192022 NCalls = 1012 -VariableMetric: Iteration # 174 - FCN = 297178.1210162 Edm = 0.000903432 NCalls = 1014 -VariableMetric: Iteration # 175 - FCN = 297178.1195874 Edm = 0.000168033 NCalls = 1016 -VariableMetric: Iteration # 176 - FCN = 297178.1192478 Edm = 0.000113606 NCalls = 1018 -VariableMetric: Iteration # 177 - FCN = 297178.1190253 Edm = 0.000292954 NCalls = 1020 -VariableMetric: Iteration # 178 - FCN = 297178.1187265 Edm = 0.000204493 NCalls = 1023 -VariableMetric: Iteration # 179 - FCN = 297178.1182097 Edm = 9.73851e-05 NCalls = 1025 -VariableMetric: Iteration # 180 - FCN = 297178.1180631 Edm = 1.58602e-05 NCalls = 1027 -VariableMetric: After Hessian - FCN = 297178.1180631 Edm = 0.0218575 NCalls = 1516 -VariableMetric: Iteration # 181 - FCN = 297178.1180631 Edm = 0.0218575 NCalls = 1516 -VariableMetric: Iteration # 182 - FCN = 297178.1160087 Edm = 0.00979686 NCalls = 1518 -VariableMetric: Iteration # 183 - FCN = 297178.1156825 Edm = 0.00226206 NCalls = 1520 -VariableMetric: Iteration # 184 - FCN = 297178.1147763 Edm = 0.000473958 NCalls = 1522 -VariableMetric: Iteration # 185 - FCN = 297178.1137127 Edm = 0.00132823 NCalls = 1525 -VariableMetric: Iteration # 186 - FCN = 297178.1118571 Edm = 0.00149405 NCalls = 1527 -VariableMetric: Iteration # 187 - FCN = 297178.1098557 Edm = 0.00196678 NCalls = 1530 -VariableMetric: Iteration # 188 - FCN = 297178.107728 Edm = 0.000878214 NCalls = 1536 -VariableMetric: Iteration # 189 - FCN = 297178.1068961 Edm = 0.00208051 NCalls = 1539 -VariableMetric: Iteration # 190 - FCN = 297178.1049736 Edm = 0.000967192 NCalls = 1541 -VariableMetric: Iteration # 191 - FCN = 297178.1034547 Edm = 0.000852219 NCalls = 1545 -VariableMetric: Iteration # 192 - FCN = 297178.1012773 Edm = 0.00249402 NCalls = 1549 -VariableMetric: Iteration # 193 - FCN = 297178.0999007 Edm = 0.00499409 NCalls = 1554 -VariableMetric: Iteration # 194 - FCN = 297178.0958351 Edm = 0.00465045 NCalls = 1558 -VariableMetric: Iteration # 195 - FCN = 297178.0932803 Edm = 0.00291379 NCalls = 1561 -VariableMetric: Iteration # 196 - FCN = 297178.0869097 Edm = 0.00242107 NCalls = 1566 -VariableMetric: Iteration # 197 - FCN = 297178.083307 Edm = 0.00492245 NCalls = 1569 -VariableMetric: Iteration # 198 - FCN = 297178.0815693 Edm = 0.00201241 NCalls = 1571 -VariableMetric: Iteration # 199 - FCN = 297178.0785204 Edm = 0.0017821 NCalls = 1574 -VariableMetric: Iteration # 200 - FCN = 297178.0763915 Edm = 0.00335716 NCalls = 1577 -VariableMetric: Iteration # 201 - FCN = 297178.074225 Edm = 0.00251368 NCalls = 1579 -VariableMetric: Iteration # 202 - FCN = 297178.070687 Edm = 0.00129713 NCalls = 1583 -VariableMetric: Iteration # 203 - FCN = 297178.0688462 Edm = 0.00070297 NCalls = 1585 -VariableMetric: Iteration # 204 - FCN = 297178.0680436 Edm = 0.000355855 NCalls = 1588 -VariableMetric: Iteration # 205 - FCN = 297178.0676512 Edm = 0.000287224 NCalls = 1590 -VariableMetric: Iteration # 206 - FCN = 297178.0671728 Edm = 0.000202939 NCalls = 1592 -VariableMetric: Iteration # 207 - FCN = 297178.0666038 Edm = 0.000267428 NCalls = 1594 -VariableMetric: Iteration # 208 - FCN = 297178.0660025 Edm = 0.000189419 NCalls = 1596 -VariableMetric: Iteration # 209 - FCN = 297178.0654971 Edm = 0.000262851 NCalls = 1599 -VariableMetric: Iteration # 210 - FCN = 297178.0645816 Edm = 0.000669829 NCalls = 1603 -VariableMetric: Iteration # 211 - FCN = 297178.0633482 Edm = 0.00115491 NCalls = 1608 -VariableMetric: Iteration # 212 - FCN = 297178.0612946 Edm = 0.00198989 NCalls = 1611 -VariableMetric: Iteration # 213 - FCN = 297178.0596347 Edm = 0.00470329 NCalls = 1615 -VariableMetric: Iteration # 214 - FCN = 297178.0547158 Edm = 0.00392171 NCalls = 1620 -VariableMetric: Iteration # 215 - FCN = 297178.0521507 Edm = 0.00265074 NCalls = 1622 -VariableMetric: Iteration # 216 - FCN = 297178.0500526 Edm = 0.00108665 NCalls = 1623 -VariableMetric: Iteration # 217 - FCN = 297178.0483904 Edm = 0.000408119 NCalls = 1625 -VariableMetric: Iteration # 218 - FCN = 297178.0478136 Edm = 0.000682095 NCalls = 1627 -VariableMetric: Iteration # 219 - FCN = 297178.0473686 Edm = 0.000431935 NCalls = 1630 -VariableMetric: Iteration # 220 - FCN = 297178.0459503 Edm = 0.00106104 NCalls = 1633 -VariableMetric: Iteration # 221 - FCN = 297178.0438781 Edm = 0.00118705 NCalls = 1636 -VariableMetric: Iteration # 222 - FCN = 297178.0423643 Edm = 0.00311431 NCalls = 1639 -VariableMetric: Iteration # 223 - FCN = 297178.0414075 Edm = 0.00115303 NCalls = 1641 -VariableMetric: Iteration # 224 - FCN = 297178.0398002 Edm = 0.000625765 NCalls = 1645 -VariableMetric: Iteration # 225 - FCN = 297178.038629 Edm = 0.000231601 NCalls = 1648 -VariableMetric: Iteration # 226 - FCN = 297178.0384146 Edm = 0.000220381 NCalls = 1650 -VariableMetric: Iteration # 227 - FCN = 297178.0382743 Edm = 9.1864e-05 NCalls = 1652 -VariableMetric: Iteration # 228 - FCN = 297178.0380148 Edm = 0.000112063 NCalls = 1654 -VariableMetric: Iteration # 229 - FCN = 297178.0376305 Edm = 0.000149518 NCalls = 1656 -VariableMetric: Iteration # 230 - FCN = 297178.0372862 Edm = 0.000315034 NCalls = 1659 -VariableMetric: Iteration # 231 - FCN = 297178.0370786 Edm = 0.000178888 NCalls = 1661 -VariableMetric: Iteration # 232 - FCN = 297178.0368463 Edm = 6.63075e-05 NCalls = 1664 -VariableMetric: Iteration # 233 - FCN = 297178.0367268 Edm = 6.74686e-05 NCalls = 1666 -VariableMetric: Iteration # 234 - FCN = 297178.0366051 Edm = 6.78117e-05 NCalls = 1669 -VariableMetric: Iteration # 235 - FCN = 297178.0365019 Edm = 0.000119469 NCalls = 1673 -VariableMetric: Iteration # 236 - FCN = 297178.0363004 Edm = 0.000103808 NCalls = 1676 -VariableMetric: Iteration # 237 - FCN = 297178.0361053 Edm = 0.00010342 NCalls = 1679 -VariableMetric: Iteration # 238 - FCN = 297178.035927 Edm = 0.000104341 NCalls = 1681 -VariableMetric: Iteration # 239 - FCN = 297178.0358003 Edm = 9.97063e-05 NCalls = 1684 -VariableMetric: Iteration # 240 - FCN = 297178.0356622 Edm = 2.52395e-05 NCalls = 1686 -VariableMetric: After Hessian - FCN = 297178.0356622 Edm = 0.003678 NCalls = 2179 -VariableMetric: Iteration # 241 - FCN = 297178.0356622 Edm = 0.003678 NCalls = 2179 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320422.9275951 Edm = 246.112 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320422.9275951 Edm = 246.112 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310509.009684 Edm = 136.445 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 305451.7234534 Edm = 19.2356 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 303174.1292344 Edm = 217.09 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 303123.04158 Edm = 53731.3 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 302117.6815812 Edm = 6.22659e+07 NCalls = 39 -VariableMetric: Iteration # 6 - FCN = 300221.1455612 Edm = 6.27668e+06 NCalls = 44 -VariableMetric: Iteration # 7 - FCN = 299339.947056 Edm = 2.35482e+07 NCalls = 52 -VariableMetric: Iteration # 8 - FCN = 299339.947056 Edm = 2.35482e+07 NCalls = 63 -VariableMetric: After Hessian - FCN = 299339.947056 Edm = 2.65809e+08 NCalls = 556 -VariableMetric: Iteration # 9 - FCN = 299339.947056 Edm = 2.65809e+08 NCalls = 556 -VariableMetric: Iteration # 10 - FCN = 299339.947056 Edm = 2.65809e+08 NCalls = 567 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306619.7138773 Edm = 5.29898 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306619.7138773 Edm = 5.29898 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298540.7416501 Edm = 23.986 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298540.7416501 Edm = 23.986 NCalls = 20 -VariableMetric: After Hessian - FCN = 298540.7416501 Edm = 27404.5 NCalls = 489 -VariableMetric: Iteration # 3 - FCN = 298540.7416501 Edm = 27404.5 NCalls = 489 -VariableMetric: Iteration # 4 - FCN = 298077.81296 Edm = 4.07564e+06 NCalls = 493 -VariableMetric: Iteration # 5 - FCN = 298077.81296 Edm = 4.07564e+06 NCalls = 504 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 343763.6915693 Edm = 2205.5 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 343763.6915693 Edm = 2205.5 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303290.6152887 Edm = 29.9183 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302322.30284 Edm = 11.4137 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302308.4373115 Edm = 3.05288 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302253.1763896 Edm = 74.153 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 302201.565867 Edm = 47.5512 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 302046.2904573 Edm = 92.505 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 300619.230753 Edm = 64.775 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 300530.931058 Edm = 5.38105 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 300526.6678103 Edm = 0.505155 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 300524.0371105 Edm = 2.88625 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 299151.114094 Edm = 191.409 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 299151.114094 Edm = 191.409 NCalls = 60 -VariableMetric: After Hessian - FCN = 299151.114094 Edm = 736579 NCalls = 529 -VariableMetric: Iteration # 13 - FCN = 299151.114094 Edm = 736579 NCalls = 529 -VariableMetric: Iteration # 14 - FCN = 297861.6494311 Edm = 502260 NCalls = 538 -VariableMetric: Iteration # 15 - FCN = 297738.6624591 Edm = 56.0488 NCalls = 543 -VariableMetric: Iteration # 16 - FCN = 297738.2305209 Edm = 72.6506 NCalls = 545 -VariableMetric: Iteration # 17 - FCN = 297564.0313679 Edm = 8.558 NCalls = 549 -VariableMetric: Iteration # 18 - FCN = 297509.006428 Edm = 13.2548 NCalls = 553 -VariableMetric: Iteration # 19 - FCN = 297453.4991482 Edm = 19.251 NCalls = 556 -VariableMetric: Iteration # 20 - FCN = 297422.7058542 Edm = 8.10613 NCalls = 559 -VariableMetric: Iteration # 21 - FCN = 297407.449153 Edm = 7.88163 NCalls = 561 -VariableMetric: Iteration # 22 - FCN = 297377.4717172 Edm = 8.29056 NCalls = 564 -VariableMetric: Iteration # 23 - FCN = 297366.4357438 Edm = 7.50566 NCalls = 566 -VariableMetric: Iteration # 24 - FCN = 297339.205011 Edm = 23.9908 NCalls = 570 -VariableMetric: Iteration # 25 - FCN = 297282.6637001 Edm = 21.6604 NCalls = 574 -VariableMetric: Iteration # 26 - FCN = 297262.8754923 Edm = 0.441799 NCalls = 576 -VariableMetric: Iteration # 27 - FCN = 297261.6635693 Edm = 0.78375 NCalls = 578 -VariableMetric: Iteration # 28 - FCN = 297243.3529284 Edm = 6.73778 NCalls = 583 -VariableMetric: Iteration # 29 - FCN = 297224.6926819 Edm = 3.61541 NCalls = 585 -VariableMetric: Iteration # 30 - FCN = 297215.2752792 Edm = 2.46227 NCalls = 588 -VariableMetric: Iteration # 31 - FCN = 297213.5630378 Edm = 0.945669 NCalls = 590 -VariableMetric: Iteration # 32 - FCN = 297212.6269683 Edm = 0.10035 NCalls = 592 -VariableMetric: Iteration # 33 - FCN = 297212.1094229 Edm = 0.384039 NCalls = 594 -VariableMetric: Iteration # 34 - FCN = 297204.8656953 Edm = 2.65687 NCalls = 598 -VariableMetric: Iteration # 35 - FCN = 297201.5600376 Edm = 0.125779 NCalls = 600 -VariableMetric: Iteration # 36 - FCN = 297201.4185786 Edm = 0.0211958 NCalls = 601 -VariableMetric: Iteration # 37 - FCN = 297200.9089486 Edm = 0.479668 NCalls = 605 -VariableMetric: Iteration # 38 - FCN = 297191.3465194 Edm = 3.74278 NCalls = 609 -VariableMetric: Iteration # 39 - FCN = 297185.3093106 Edm = 0.158328 NCalls = 611 -VariableMetric: Iteration # 40 - FCN = 297184.9828102 Edm = 0.0706324 NCalls = 613 -VariableMetric: Iteration # 41 - FCN = 297184.8211047 Edm = 0.0707744 NCalls = 615 -VariableMetric: Iteration # 42 - FCN = 297183.94852 Edm = 0.805535 NCalls = 618 -VariableMetric: Iteration # 43 - FCN = 297174.0355076 Edm = 1.11289 NCalls = 621 -VariableMetric: Iteration # 44 - FCN = 297172.9038221 Edm = 0.0675269 NCalls = 623 -VariableMetric: Iteration # 45 - FCN = 297172.8023654 Edm = 0.0373885 NCalls = 625 -VariableMetric: Iteration # 46 - FCN = 297172.6784562 Edm = 0.0572013 NCalls = 627 -VariableMetric: Iteration # 47 - FCN = 297172.0494198 Edm = 0.900881 NCalls = 630 -VariableMetric: Iteration # 48 - FCN = 297161.4161378 Edm = 6.86764 NCalls = 637 -VariableMetric: Iteration # 49 - FCN = 297152.3944885 Edm = 1.93164 NCalls = 639 -VariableMetric: Iteration # 50 - FCN = 297150.1395314 Edm = 1.21913 NCalls = 641 -VariableMetric: Iteration # 51 - FCN = 297147.8889867 Edm = 1.01721 NCalls = 644 -VariableMetric: Iteration # 52 - FCN = 297147.0625917 Edm = 0.822199 NCalls = 646 -VariableMetric: Iteration # 53 - FCN = 297146.2135183 Edm = 0.100191 NCalls = 648 -VariableMetric: Iteration # 54 - FCN = 297146.0608884 Edm = 0.0561824 NCalls = 650 -VariableMetric: Iteration # 55 - FCN = 297145.9767725 Edm = 0.044619 NCalls = 652 -VariableMetric: Iteration # 56 - FCN = 297145.846255 Edm = 0.0623993 NCalls = 654 -VariableMetric: Iteration # 57 - FCN = 297145.6586784 Edm = 0.191553 NCalls = 656 -VariableMetric: Iteration # 58 - FCN = 297143.2817493 Edm = 1.45263 NCalls = 661 -VariableMetric: Iteration # 59 - FCN = 297140.2977005 Edm = 0.170665 NCalls = 663 -VariableMetric: Iteration # 60 - FCN = 297140.1108671 Edm = 0.0204351 NCalls = 665 -VariableMetric: Iteration # 61 - FCN = 297140.0859705 Edm = 0.00360478 NCalls = 667 -VariableMetric: Iteration # 62 - FCN = 297140.0818183 Edm = 0.00256113 NCalls = 669 -VariableMetric: Iteration # 63 - FCN = 297140.0367825 Edm = 0.0472361 NCalls = 673 -VariableMetric: Iteration # 64 - FCN = 297138.396397 Edm = 0.616584 NCalls = 680 -VariableMetric: Iteration # 65 - FCN = 297136.2518465 Edm = 0.160171 NCalls = 682 -VariableMetric: Iteration # 66 - FCN = 297136.0534074 Edm = 0.0140722 NCalls = 684 -VariableMetric: Iteration # 67 - FCN = 297136.0295262 Edm = 0.0148724 NCalls = 686 -VariableMetric: Iteration # 68 - FCN = 297135.9723415 Edm = 0.0427577 NCalls = 689 -VariableMetric: Iteration # 69 - FCN = 297135.5314369 Edm = 0.263692 NCalls = 692 -VariableMetric: Iteration # 70 - FCN = 297133.9768594 Edm = 0.442951 NCalls = 695 -VariableMetric: Iteration # 71 - FCN = 297133.4584014 Edm = 0.0203999 NCalls = 698 -VariableMetric: Iteration # 72 - FCN = 297133.4396256 Edm = 0.00133007 NCalls = 700 -VariableMetric: Iteration # 73 - FCN = 297133.4366139 Edm = 0.00221977 NCalls = 702 -VariableMetric: Iteration # 74 - FCN = 297133.3971733 Edm = 0.0349945 NCalls = 707 -VariableMetric: Iteration # 75 - FCN = 297132.5341966 Edm = 0.542903 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297131.4313376 Edm = 0.0514596 NCalls = 713 -VariableMetric: Iteration # 77 - FCN = 297131.3804289 Edm = 0.00226351 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297131.3766472 Edm = 0.00122708 NCalls = 717 -VariableMetric: Iteration # 79 - FCN = 297131.3662859 Edm = 0.00790884 NCalls = 720 -VariableMetric: Iteration # 80 - FCN = 297130.8369063 Edm = 0.479866 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297127.8278685 Edm = 0.407325 NCalls = 729 -VariableMetric: Iteration # 82 - FCN = 297127.4044831 Edm = 0.0135582 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297127.3928279 Edm = 0.000728892 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297127.3919287 Edm = 0.000267354 NCalls = 734 -VariableMetric: Iteration # 85 - FCN = 297127.3880713 Edm = 0.00347657 NCalls = 738 -VariableMetric: Iteration # 86 - FCN = 297127.1479505 Edm = 0.258298 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297126.9011634 Edm = 0.238551 NCalls = 748 -VariableMetric: Iteration # 88 - FCN = 297124.5105733 Edm = 1.21413 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297124.1895639 Edm = 0.595092 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297122.7927224 Edm = 0.604697 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297122.0056994 Edm = 0.372493 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297121.312462 Edm = 0.152953 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297121.1702555 Edm = 0.177895 NCalls = 766 -VariableMetric: Iteration # 94 - FCN = 297121.0372 Edm = 0.0188924 NCalls = 768 -VariableMetric: Iteration # 95 - FCN = 297121.015937 Edm = 0.00251969 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297121.0131305 Edm = 0.000678 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297121.0116028 Edm = 0.000906199 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297121.008931 Edm = 0.00198447 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297120.9981397 Edm = 0.00800392 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297120.9706086 Edm = 0.0261603 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297120.5809346 Edm = 0.373965 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297118.7978573 Edm = 1.96388 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297117.5101512 Edm = 0.549034 NCalls = 794 -VariableMetric: Iteration # 104 - FCN = 297117.0307945 Edm = 0.235292 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297116.899721 Edm = 0.0925011 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297116.8375505 Edm = 0.0234415 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297116.8068748 Edm = 0.00396934 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297116.8023536 Edm = 0.000347438 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297116.8019466 Edm = 0.000131133 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297116.8012169 Edm = 0.000715044 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297116.7911753 Edm = 0.00857591 NCalls = 813 -VariableMetric: Iteration # 112 - FCN = 297116.5803304 Edm = 0.134292 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297116.2357657 Edm = 0.0216862 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297116.2083692 Edm = 0.0013618 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297116.2072206 Edm = 0.000145391 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297116.2070904 Edm = 8.6882e-06 NCalls = 824 -VariableMetric: After Hessian - FCN = 297116.2070904 Edm = 0.286885 NCalls = 1305 -VariableMetric: Iteration # 117 - FCN = 297116.2070904 Edm = 0.286885 NCalls = 1305 -VariableMetric: Iteration # 118 - FCN = 297116.0226959 Edm = 0.136068 NCalls = 1307 -VariableMetric: Iteration # 119 - FCN = 297115.9659263 Edm = 0.00767214 NCalls = 1309 -VariableMetric: Iteration # 120 - FCN = 297115.9531646 Edm = 0.00139202 NCalls = 1311 -VariableMetric: Iteration # 121 - FCN = 297115.9515195 Edm = 7.67509e-05 NCalls = 1313 -VariableMetric: Iteration # 122 - FCN = 297115.9514363 Edm = 3.23738e-06 NCalls = 1315 -VariableMetric: After Hessian - FCN = 297115.9514363 Edm = 3.35308e-06 NCalls = 1806 -VariableMetric: Iteration # 123 - FCN = 297115.9514363 Edm = 3.35308e-06 NCalls = 1806 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304115.8423386 Edm = 19.6407 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304115.8423386 Edm = 19.6407 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299526.2477599 Edm = 4.77571 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299508.0066391 Edm = 3.3109 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299483.8853171 Edm = 22.4332 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298289.654414 Edm = 0.803702 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298287.048845 Edm = 1.5336 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298188.0216264 Edm = 43.2128 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298110.0075122 Edm = 42.8083 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297840.9253833 Edm = 60.1864 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297790.1119936 Edm = 1.05922 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297789.1511548 Edm = 0.178429 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297788.801846 Edm = 0.196739 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297785.8880089 Edm = 2.83817 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297662.776655 Edm = 7.47284 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297617.7499982 Edm = 5.33492 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297612.540255 Edm = 0.114286 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297612.4205883 Edm = 0.00761846 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297612.0171798 Edm = 0.390016 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297570.4864089 Edm = 22.0081 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297511.1299412 Edm = 4.74332 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297504.1285095 Edm = 1.02937 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297501.8546784 Edm = 0.0901794 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297501.7206488 Edm = 0.00634615 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297501.7012489 Edm = 0.00957815 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297495.9142869 Edm = 7.71975 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297490.3640926 Edm = 14.2374 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297473.4041736 Edm = 11.0133 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297436.1385697 Edm = 7.82587 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297431.8475944 Edm = 1.78594 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297430.6201445 Edm = 0.0633395 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297430.5274867 Edm = 0.00635851 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297430.5189323 Edm = 0.00173274 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297430.5133953 Edm = 0.00464275 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297428.8392803 Edm = 0.707455 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297420.5329289 Edm = 2.73269 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297415.4203044 Edm = 0.119914 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297415.3083427 Edm = 0.00583106 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297415.3023986 Edm = 0.00120947 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297415.3012325 Edm = 0.000231477 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297415.3002777 Edm = 0.00047866 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297415.2966854 Edm = 0.00168176 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297414.6296318 Edm = 0.543372 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297411.1973185 Edm = 0.634252 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297410.8350697 Edm = 0.0304607 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297410.8035206 Edm = 0.000464175 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297410.8029861 Edm = 5.16729e-05 NCalls = 146 -VariableMetric: After Hessian - FCN = 297410.8029861 Edm = 1617.3 NCalls = 623 -VariableMetric: Iteration # 46 - FCN = 297410.8029861 Edm = 1617.3 NCalls = 623 -VariableMetric: Iteration # 47 - FCN = 297410.1649284 Edm = 6049.24 NCalls = 631 -VariableMetric: Iteration # 48 - FCN = 297408.3591346 Edm = 1.21059 NCalls = 635 -VariableMetric: Iteration # 49 - FCN = 297406.0524786 Edm = 3.23085 NCalls = 641 -VariableMetric: Iteration # 50 - FCN = 297405.7116813 Edm = 0.416852 NCalls = 643 -VariableMetric: Iteration # 51 - FCN = 297405.3122347 Edm = 5974.41 NCalls = 646 -VariableMetric: Iteration # 52 - FCN = 297405.2567957 Edm = 202.85 NCalls = 651 -VariableMetric: Iteration # 53 - FCN = 297405.1684824 Edm = 2197.31 NCalls = 655 -VariableMetric: Iteration # 54 - FCN = 297404.9036758 Edm = 1891.65 NCalls = 658 -VariableMetric: Iteration # 55 - FCN = 297404.7966854 Edm = 764.333 NCalls = 661 -VariableMetric: Iteration # 56 - FCN = 297404.1822267 Edm = 31.769 NCalls = 664 -VariableMetric: Iteration # 57 - FCN = 297403.6506892 Edm = 25.6773 NCalls = 667 -VariableMetric: Iteration # 58 - FCN = 297403.4870409 Edm = 41.7182 NCalls = 670 -VariableMetric: Iteration # 59 - FCN = 297403.2661734 Edm = 12.0875 NCalls = 673 -VariableMetric: Iteration # 60 - FCN = 297403.1122321 Edm = 33.271 NCalls = 676 -VariableMetric: Iteration # 61 - FCN = 297402.6367287 Edm = 10.0724 NCalls = 678 -VariableMetric: Iteration # 62 - FCN = 297402.3018212 Edm = 34.448 NCalls = 680 -VariableMetric: Iteration # 63 - FCN = 297401.885581 Edm = 4.98974 NCalls = 682 -VariableMetric: Iteration # 64 - FCN = 297401.4479406 Edm = 4.14137 NCalls = 684 -VariableMetric: Iteration # 65 - FCN = 297400.9835596 Edm = 3.32789 NCalls = 686 -VariableMetric: Iteration # 66 - FCN = 297400.741081 Edm = 2.59838 NCalls = 688 -VariableMetric: Iteration # 67 - FCN = 297400.487802 Edm = 4.42116 NCalls = 690 -VariableMetric: Iteration # 68 - FCN = 297400.1088343 Edm = 0.998492 NCalls = 692 -VariableMetric: Iteration # 69 - FCN = 297399.9052203 Edm = 1.44817 NCalls = 694 -VariableMetric: Iteration # 70 - FCN = 297399.1846879 Edm = 4.92097 NCalls = 695 -VariableMetric: Iteration # 71 - FCN = 297398.8839829 Edm = 1.22638 NCalls = 697 -VariableMetric: Iteration # 72 - FCN = 297397.3765046 Edm = 6.87893 NCalls = 701 -VariableMetric: Iteration # 73 - FCN = 297396.5655724 Edm = 2.52551 NCalls = 704 -VariableMetric: Iteration # 74 - FCN = 297395.2840743 Edm = 1.85069 NCalls = 706 -VariableMetric: Iteration # 75 - FCN = 297395.1255968 Edm = 1.39342 NCalls = 708 -VariableMetric: Iteration # 76 - FCN = 297394.6006003 Edm = 0.423146 NCalls = 710 -VariableMetric: Iteration # 77 - FCN = 297394.4425648 Edm = 0.089961 NCalls = 712 -VariableMetric: Iteration # 78 - FCN = 297394.3027715 Edm = 0.104525 NCalls = 715 -VariableMetric: Iteration # 79 - FCN = 297394.1971038 Edm = 0.42825 NCalls = 717 -VariableMetric: Iteration # 80 - FCN = 297394.0245586 Edm = 0.44995 NCalls = 719 -VariableMetric: Iteration # 81 - FCN = 297393.9068839 Edm = 0.105169 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297393.2046281 Edm = 0.620426 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297392.9734667 Edm = 0.721853 NCalls = 733 -VariableMetric: Iteration # 84 - FCN = 297392.538106 Edm = 1.28165 NCalls = 736 -VariableMetric: Iteration # 85 - FCN = 297391.9726164 Edm = 0.760502 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297390.2161438 Edm = 5.96044 NCalls = 747 -VariableMetric: Iteration # 87 - FCN = 297389.335157 Edm = 4.31659 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297389.2795414 Edm = 0.0618709 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297389.2315766 Edm = 0.193748 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297388.4680502 Edm = 0.944395 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297387.5702111 Edm = 1.67677 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297386.9330869 Edm = 0.314763 NCalls = 769 -VariableMetric: Iteration # 93 - FCN = 297386.4173438 Edm = 0.252949 NCalls = 771 -VariableMetric: Iteration # 94 - FCN = 297386.1283321 Edm = 0.214314 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297385.9301298 Edm = 0.159687 NCalls = 777 -VariableMetric: Iteration # 96 - FCN = 297385.7994667 Edm = 0.140939 NCalls = 779 -VariableMetric: Iteration # 97 - FCN = 297385.6381971 Edm = 0.128943 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297385.5566932 Edm = 0.0859494 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297385.4803726 Edm = 0.0412969 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297385.440676 Edm = 0.038346 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297385.3841103 Edm = 0.04127 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 297385.2455041 Edm = 0.0999387 NCalls = 796 -VariableMetric: Iteration # 103 - FCN = 297385.084651 Edm = 0.282041 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297384.9611953 Edm = 0.120684 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297384.8019063 Edm = 0.228985 NCalls = 805 -VariableMetric: Iteration # 106 - FCN = 297384.5742818 Edm = 0.256288 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297384.4012529 Edm = 0.33007 NCalls = 812 -VariableMetric: Iteration # 108 - FCN = 297384.1322442 Edm = 0.224172 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297383.8719546 Edm = 0.186033 NCalls = 818 -VariableMetric: Iteration # 110 - FCN = 297383.7553164 Edm = 0.102725 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297383.5956929 Edm = 0.0996738 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297383.4875289 Edm = 0.0688377 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297383.3767254 Edm = 0.0654901 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297383.3221268 Edm = 0.0328497 NCalls = 832 -VariableMetric: Iteration # 115 - FCN = 297383.278157 Edm = 0.0279046 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297383.2454399 Edm = 0.015158 NCalls = 837 -VariableMetric: Iteration # 117 - FCN = 297383.2156743 Edm = 0.012085 NCalls = 840 -VariableMetric: Iteration # 118 - FCN = 297383.1991645 Edm = 0.0115957 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297383.1871337 Edm = 0.00245833 NCalls = 846 -VariableMetric: Iteration # 120 - FCN = 297383.1830112 Edm = 0.00161343 NCalls = 848 -VariableMetric: Iteration # 121 - FCN = 297383.1788677 Edm = 0.00236799 NCalls = 850 -VariableMetric: Iteration # 122 - FCN = 297383.1694603 Edm = 0.00251789 NCalls = 852 -VariableMetric: Iteration # 123 - FCN = 297383.1635822 Edm = 0.00119603 NCalls = 854 -VariableMetric: Iteration # 124 - FCN = 297383.1584795 Edm = 0.00358543 NCalls = 858 -VariableMetric: Iteration # 125 - FCN = 297383.1454068 Edm = 0.0173975 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297383.1375247 Edm = 0.0372215 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297383.1188288 Edm = 0.0151386 NCalls = 872 -VariableMetric: Iteration # 128 - FCN = 297383.0817648 Edm = 0.0155756 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297383.0635673 Edm = 0.0245071 NCalls = 877 -VariableMetric: Iteration # 130 - FCN = 297383.0528072 Edm = 0.00741444 NCalls = 879 -VariableMetric: Iteration # 131 - FCN = 297383.0329399 Edm = 0.0103447 NCalls = 883 -VariableMetric: Iteration # 132 - FCN = 297383.0071824 Edm = 0.00748504 NCalls = 885 -VariableMetric: Iteration # 133 - FCN = 297382.9998131 Edm = 0.0103097 NCalls = 888 -VariableMetric: Iteration # 134 - FCN = 297382.9922516 Edm = 0.00141727 NCalls = 890 -VariableMetric: Iteration # 135 - FCN = 297382.9899335 Edm = 0.000471162 NCalls = 892 -VariableMetric: Iteration # 136 - FCN = 297382.9876387 Edm = 0.00130979 NCalls = 895 -VariableMetric: Iteration # 137 - FCN = 297382.9829942 Edm = 0.000526446 NCalls = 898 -VariableMetric: Iteration # 138 - FCN = 297382.9824005 Edm = 3.27629e-05 NCalls = 900 -VariableMetric: After Hessian - FCN = 297382.9824005 Edm = 5.09067e-05 NCalls = 1391 -VariableMetric: Iteration # 139 - FCN = 297382.9824005 Edm = 5.09067e-05 NCalls = 1391 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313942.2340887 Edm = 668.303 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313942.2340887 Edm = 668.303 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298890.4507711 Edm = 2.31042 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298484.6527746 Edm = 1.93254 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 298476.7524354 Edm = 4.96306 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298064.1211977 Edm = 276.251 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 297830.0446904 Edm = 238.341 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 297745.7374277 Edm = 34.5395 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297716.4184211 Edm = 4.34106 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297713.8025622 Edm = 0.0396503 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297713.3223872 Edm = 0.434885 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297685.2391396 Edm = 9.78129 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297673.1616029 Edm = 0.419154 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297672.6492136 Edm = 0.0616186 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297671.3384988 Edm = 1.24437 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297475.3981353 Edm = 13.8257 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297450.079143 Edm = 5.59913 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297445.4335568 Edm = 0.68316 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297444.6462396 Edm = 0.0209723 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297444.6084094 Edm = 0.0228015 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297443.8322583 Edm = 0.749038 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297392.9986926 Edm = 22.4119 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297365.5876715 Edm = 1.72041 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297364.4387998 Edm = 0.319215 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297363.8192875 Edm = 0.103993 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297363.5515343 Edm = 0.0269532 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297363.5142829 Edm = 0.00567996 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297363.4206252 Edm = 0.117208 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297360.1396616 Edm = 2.68873 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297295.7373329 Edm = 25.6513 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297278.1412971 Edm = 18.2288 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297265.3507085 Edm = 0.603112 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297264.778455 Edm = 0.107874 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297264.5300636 Edm = 0.117464 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297263.995926 Edm = 0.125113 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297263.8667433 Edm = 0.0568217 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297263.8386029 Edm = 0.00859325 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297263.8182185 Edm = 0.0086914 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297263.7236507 Edm = 0.0842693 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297260.4973628 Edm = 4.53859 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297257.6162063 Edm = 2.59887 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297245.3215374 Edm = 7.54638 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297243.0542871 Edm = 2.39374 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297241.1883208 Edm = 0.221076 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297240.9821734 Edm = 0.0299072 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297240.9525714 Edm = 0.00401202 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297240.9247365 Edm = 0.0276047 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297239.6078245 Edm = 1.54328 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297239.576936 Edm = 0.0348841 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297238.9579101 Edm = 0.564663 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297219.8137321 Edm = 13.174 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297213.082028 Edm = 9.31429 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297201.4293109 Edm = 9.20173 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297187.3966765 Edm = 8.17374 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297177.0901143 Edm = 1.36543 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297175.9176387 Edm = 0.691828 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297175.5107522 Edm = 0.16752 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297175.3860859 Edm = 0.0497382 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297175.3553013 Edm = 0.00817456 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297175.3410361 Edm = 0.0103201 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297175.2096914 Edm = 0.133773 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297174.6347302 Edm = 0.566336 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297164.6264577 Edm = 8.01213 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297141.190638 Edm = 4.01094 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297137.3391476 Edm = 0.71691 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297136.2952808 Edm = 0.240437 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297136.1269923 Edm = 0.0782905 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297136.0523175 Edm = 0.0155675 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297136.0181526 Edm = 0.0115414 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297135.9994541 Edm = 0.00286643 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297135.9926389 Edm = 0.00437268 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297135.8635873 Edm = 0.128581 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297133.3865555 Edm = 3.77103 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297127.0964818 Edm = 2.56651 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297122.9963276 Edm = 0.652312 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297122.3024805 Edm = 0.16032 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297122.0257998 Edm = 0.0351779 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297121.9620229 Edm = 0.00393678 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297121.9556324 Edm = 0.000609882 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297121.9546253 Edm = 0.000577801 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297121.9519758 Edm = 0.00206541 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297121.8901387 Edm = 0.0452146 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297121.630319 Edm = 0.144661 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297120.5216688 Edm = 0.837466 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297116.6556724 Edm = 2.17422 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297115.2824361 Edm = 0.316054 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297114.9221328 Edm = 0.0562499 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297114.8723773 Edm = 0.0103576 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297114.853019 Edm = 0.00604772 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297114.8458327 Edm = 0.00140766 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297114.8444707 Edm = 0.000342476 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297114.8404097 Edm = 0.00309403 NCalls = 281 -VariableMetric: Iteration # 91 - FCN = 297114.6793565 Edm = 0.138753 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297111.1428067 Edm = 1.28073 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297109.3153492 Edm = 0.0670623 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297109.250413 Edm = 0.0157622 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297109.2347304 Edm = 0.00498218 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297109.2283464 Edm = 0.000473882 NCalls = 298 -VariableMetric: Iteration # 97 - FCN = 297109.227751 Edm = 0.000123991 NCalls = 300 -VariableMetric: Iteration # 98 - FCN = 297109.226853 Edm = 0.000651118 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297109.1944602 Edm = 0.0322561 NCalls = 308 -VariableMetric: Iteration # 100 - FCN = 297108.1216097 Edm = 0.171323 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297103.4094092 Edm = 1.54378 NCalls = 318 -VariableMetric: Iteration # 102 - FCN = 297099.8684025 Edm = 0.976401 NCalls = 321 -VariableMetric: Iteration # 103 - FCN = 297099.3706913 Edm = 0.0780699 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 297099.2895497 Edm = 0.00498259 NCalls = 325 -VariableMetric: Iteration # 105 - FCN = 297099.2831648 Edm = 0.000649965 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297099.282426 Edm = 0.000189945 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297099.2811813 Edm = 0.00103404 NCalls = 332 -VariableMetric: Iteration # 108 - FCN = 297099.2662875 Edm = 0.0100879 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297099.1630514 Edm = 0.101809 NCalls = 338 -VariableMetric: Iteration # 110 - FCN = 297098.6448179 Edm = 0.555926 NCalls = 343 -VariableMetric: Iteration # 111 - FCN = 297098.5081456 Edm = 0.120099 NCalls = 346 -VariableMetric: Iteration # 112 - FCN = 297098.1590062 Edm = 0.250443 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297096.7411057 Edm = 0.466923 NCalls = 352 -VariableMetric: Iteration # 114 - FCN = 297096.460892 Edm = 0.098106 NCalls = 354 -VariableMetric: Iteration # 115 - FCN = 297096.3684087 Edm = 0.00605985 NCalls = 356 -VariableMetric: Iteration # 116 - FCN = 297096.3621994 Edm = 0.000149037 NCalls = 358 -VariableMetric: Iteration # 117 - FCN = 297096.3620563 Edm = 1.87101e-05 NCalls = 359 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321491.1934628 Edm = 195.106 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321491.1934628 Edm = 195.106 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300133.1574684 Edm = 4.85852 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300092.5591768 Edm = 10.6855 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298076.3440082 Edm = 1.3677 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298052.0766012 Edm = 7.54303 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298049.8878475 Edm = 2.22476 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298039.6762079 Edm = 8.56115 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297726.2431652 Edm = 52.86 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297655.4877692 Edm = 4.45506 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297651.8790946 Edm = 2.26541 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297648.4148576 Edm = 0.480025 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297647.6870538 Edm = 0.145598 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297647.4611065 Edm = 0.0662471 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297646.9652027 Edm = 0.298402 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297644.433917 Edm = 2.5342 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297638.3625149 Edm = 13.1985 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297609.865303 Edm = 24.7528 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297599.65602 Edm = 1.37981 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297597.5305252 Edm = 0.679647 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297583.2069489 Edm = 13.372 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297576.0323573 Edm = 9.64501 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297560.6291922 Edm = 8.95325 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297545.0617155 Edm = 30.1546 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297509.2844248 Edm = 48.3911 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297476.9048478 Edm = 8.22755 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297467.1944027 Edm = 1.30209 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297465.2170598 Edm = 0.0869395 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297465.1190534 Edm = 0.0655397 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297464.5510385 Edm = 0.519924 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297389.9738792 Edm = 10.0592 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297382.7897312 Edm = 2.57521 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297381.4965433 Edm = 0.0287209 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297381.4556364 Edm = 0.0164182 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297381.4112745 Edm = 0.0214415 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297380.9109369 Edm = 0.454778 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297371.8834307 Edm = 8.87007 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297366.3322894 Edm = 16.6349 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297364.7381595 Edm = 2.80304 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297347.5715636 Edm = 11.2314 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297315.0639073 Edm = 8.35921 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297313.716996 Edm = 25.4434 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297307.0766546 Edm = 4.09401 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297305.5419941 Edm = 1.34281 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297304.3633476 Edm = 0.387288 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297304.0289971 Edm = 0.045157 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297303.9734334 Edm = 0.00995925 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297303.9275319 Edm = 0.030809 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297302.9504233 Edm = 0.895847 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297297.7657949 Edm = 5.99734 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297296.2353688 Edm = 4.75848 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297275.7108991 Edm = 5.9706 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297264.6696818 Edm = 1.68347 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297246.7225715 Edm = 3.19362 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297246.179281 Edm = 4.15781 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297242.3315184 Edm = 0.510709 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297239.4509376 Edm = 1.12088 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297236.9227945 Edm = 0.909307 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297235.7080651 Edm = 0.499176 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297234.5676315 Edm = 0.204966 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297234.3288819 Edm = 0.0126337 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297234.316485 Edm = 0.00300356 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297234.2977992 Edm = 0.0215337 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297233.3321943 Edm = 0.884903 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297215.3684483 Edm = 4.91398 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297211.2269668 Edm = 0.508403 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297210.7074194 Edm = 0.0452265 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297210.6574935 Edm = 0.00265052 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297210.6537948 Edm = 0.0011522 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297210.6488929 Edm = 0.00458815 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297210.5942207 Edm = 0.077344 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297210.5586551 Edm = 0.0348589 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297210.1536231 Edm = 0.357285 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297199.302856 Edm = 2.70112 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297195.2630613 Edm = 0.290564 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297194.9718783 Edm = 0.0498267 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297194.9208978 Edm = 0.0043212 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297194.916813 Edm = 0.000793947 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297194.9151136 Edm = 0.00138039 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297194.8747728 Edm = 0.0376682 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297193.088044 Edm = 0.951834 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297190.5473357 Edm = 0.0613417 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297190.4878 Edm = 0.00284445 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297190.4843473 Edm = 0.000359239 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297190.4816524 Edm = 0.00223737 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297190.4405011 Edm = 0.0396232 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297189.80968 Edm = 0.449566 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297187.5030424 Edm = 0.918189 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297186.7951089 Edm = 0.0790774 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297186.6974693 Edm = 0.00582567 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297186.6898186 Edm = 0.000306326 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297186.6894688 Edm = 3.74124e-05 NCalls = 291 -VariableMetric: After Hessian - FCN = 297186.6894688 Edm = 21.2875 NCalls = 772 -VariableMetric: Iteration # 91 - FCN = 297186.6894688 Edm = 21.2875 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297186.000242 Edm = 14.0247 NCalls = 779 -VariableMetric: Iteration # 93 - FCN = 297183.5055873 Edm = 12.4731 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297182.5138648 Edm = 0.38809 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297181.5062516 Edm = 0.138333 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297181.2197142 Edm = 0.0745613 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297181.0281433 Edm = 0.0694234 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297180.8309271 Edm = 0.0634771 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297180.6882539 Edm = 0.0387039 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297180.5972815 Edm = 0.0190053 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297180.5556252 Edm = 0.0108743 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297180.5102429 Edm = 0.0288661 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297180.4245918 Edm = 0.0421706 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297180.2905817 Edm = 0.0472824 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297180.2208143 Edm = 0.0321188 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297180.1765443 Edm = 0.0110401 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297180.1513155 Edm = 0.00885387 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297180.1133702 Edm = 0.0125009 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297180.0889322 Edm = 0.00718849 NCalls = 815 -VariableMetric: Iteration # 110 - FCN = 297180.0718767 Edm = 0.004487 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297180.0544559 Edm = 0.00488664 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297180.0424721 Edm = 0.00280071 NCalls = 821 -VariableMetric: Iteration # 113 - FCN = 297180.0327008 Edm = 0.00393483 NCalls = 824 -VariableMetric: Iteration # 114 - FCN = 297180.0240843 Edm = 0.00206239 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297180.020842 Edm = 0.00199261 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297180.0175443 Edm = 0.00134071 NCalls = 831 -VariableMetric: Iteration # 117 - FCN = 297180.0149571 Edm = 0.0014357 NCalls = 834 -VariableMetric: Iteration # 118 - FCN = 297180.0136613 Edm = 0.000705377 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297180.0120825 Edm = 0.000609006 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297180.010837 Edm = 0.00030737 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297180.0103153 Edm = 0.000152897 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297180.0101175 Edm = 7.51672e-05 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297180.0098205 Edm = 0.00016346 NCalls = 848 -VariableMetric: Iteration # 124 - FCN = 297180.0092386 Edm = 3.67969e-05 NCalls = 850 -VariableMetric: After Hessian - FCN = 297180.0092386 Edm = 5.28016e-05 NCalls = 1329 -VariableMetric: Iteration # 125 - FCN = 297180.0092386 Edm = 5.28016e-05 NCalls = 1329 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306417.143845 Edm = 220.044 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306417.143845 Edm = 220.044 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298917.2779633 Edm = 6.38318 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298906.5164567 Edm = 7.5723 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298885.3252998 Edm = 18.1194 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298096.1078809 Edm = 0.133484 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298093.6013273 Edm = 0.952924 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298088.2082787 Edm = 0.414987 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298085.7375485 Edm = 2.22758 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298007.216573 Edm = 44.3805 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297869.1828647 Edm = 18.3995 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297856.4082864 Edm = 0.47784 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297855.5903749 Edm = 0.429001 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297831.7535597 Edm = 21.9961 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297730.8862908 Edm = 35.1461 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297694.2595452 Edm = 27.4362 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297674.5916038 Edm = 6.81768 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297662.1306529 Edm = 1.72124 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297660.2528108 Edm = 0.190503 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297659.4170816 Edm = 0.618523 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297653.7861077 Edm = 6.28814 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297628.9328566 Edm = 22.8678 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297614.7881233 Edm = 21.0038 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297567.2987547 Edm = 18.3467 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297522.120545 Edm = 12.4237 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297511.6563047 Edm = 5.90248 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297503.9275801 Edm = 3.2212 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297498.1934832 Edm = 1.73004 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297495.5362769 Edm = 1.3794 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297482.3858162 Edm = 5.53909 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297482.2361769 Edm = 0.519121 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297481.3188292 Edm = 0.617183 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297454.7098096 Edm = 26.8248 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297447.3507002 Edm = 7.83756 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297438.4062366 Edm = 6.53459 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297406.0859006 Edm = 0.870232 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297404.0263531 Edm = 0.425213 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297403.2275434 Edm = 0.497875 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297401.6780357 Edm = 2.25139 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297400.2265851 Edm = 1.17835 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297399.9934673 Edm = 0.311255 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297396.7482945 Edm = 1.6689 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297392.6173666 Edm = 1.71562 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297389.0825313 Edm = 0.600728 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297388.7377697 Edm = 0.508879 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297388.0707706 Edm = 0.339134 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297387.7509964 Edm = 0.319978 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297387.0113663 Edm = 0.229766 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297386.6408668 Edm = 0.0423588 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297386.5993457 Edm = 0.0261991 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297386.5789432 Edm = 0.00693335 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297386.4298037 Edm = 0.112779 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297369.2230435 Edm = 10.2202 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297358.5630802 Edm = 27.4972 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297353.0349225 Edm = 1.32016 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297351.2430752 Edm = 0.684518 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297349.3799166 Edm = 1.16744 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297345.4961215 Edm = 1.96376 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297342.307782 Edm = 0.177753 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297342.1819639 Edm = 0.05903 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297342.1329087 Edm = 0.0271007 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297340.974504 Edm = 1.01094 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297310.9947305 Edm = 9.83599 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297303.2939606 Edm = 11.3722 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297299.1027868 Edm = 0.0730515 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297299.0106989 Edm = 0.0328466 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297298.9331758 Edm = 0.0536949 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297298.8401975 Edm = 0.0377673 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297298.6682122 Edm = 0.160011 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297298.6040224 Edm = 0.290119 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297298.4262606 Edm = 0.259406 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297298.0321268 Edm = 0.265927 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297297.6292182 Edm = 0.674538 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297297.0936918 Edm = 0.328709 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297296.787263 Edm = 0.127425 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297296.6645659 Edm = 0.0205883 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297296.6415812 Edm = 0.00405892 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297296.6316266 Edm = 0.00541278 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297296.4259201 Edm = 0.198654 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297287.2341455 Edm = 4.25674 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297285.4231106 Edm = 2.17958 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297282.2912556 Edm = 0.229396 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297282.1320736 Edm = 0.0463349 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297282.030443 Edm = 0.0620177 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297281.8193004 Edm = 0.0650396 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297281.7565797 Edm = 0.0694342 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297281.7101546 Edm = 0.0090612 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297281.6824437 Edm = 0.00537514 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297281.6693881 Edm = 0.00718411 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297281.5429071 Edm = 0.146535 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297278.391329 Edm = 2.52308 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297267.3970999 Edm = 1.1916 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297265.5958813 Edm = 0.495233 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297265.0864303 Edm = 0.516125 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297264.0212458 Edm = 0.289983 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297262.9180259 Edm = 0.587477 NCalls = 301 -VariableMetric: Iteration # 95 - FCN = 297262.4166889 Edm = 0.341891 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297262.229765 Edm = 0.155224 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297261.7116939 Edm = 0.408247 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297259.6736165 Edm = 1.90978 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297259.1089934 Edm = 0.610315 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297257.6385255 Edm = 0.809613 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297256.1973517 Edm = 1.92211 NCalls = 321 -VariableMetric: Iteration # 102 - FCN = 297254.6721919 Edm = 0.649489 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297253.8209919 Edm = 0.563261 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297253.0409098 Edm = 0.33041 NCalls = 330 -VariableMetric: Iteration # 105 - FCN = 297252.5630613 Edm = 0.642813 NCalls = 333 -VariableMetric: Iteration # 106 - FCN = 297251.7791232 Edm = 0.285531 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297251.1785859 Edm = 0.607521 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297250.9191422 Edm = 0.177669 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297250.6872117 Edm = 0.0824551 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297250.5005448 Edm = 0.0520417 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297250.3975109 Edm = 0.138384 NCalls = 349 -VariableMetric: Iteration # 112 - FCN = 297250.3113133 Edm = 0.0139781 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297250.2911273 Edm = 0.0110535 NCalls = 355 -VariableMetric: Iteration # 114 - FCN = 297250.2811316 Edm = 0.00249234 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297250.2761151 Edm = 0.00129869 NCalls = 359 -VariableMetric: Iteration # 116 - FCN = 297250.2737565 Edm = 0.000456174 NCalls = 361 -VariableMetric: Iteration # 117 - FCN = 297250.2728369 Edm = 0.000235428 NCalls = 363 -VariableMetric: Iteration # 118 - FCN = 297250.2677948 Edm = 0.00446229 NCalls = 367 -VariableMetric: Iteration # 119 - FCN = 297250.1086948 Edm = 0.237929 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297249.6559302 Edm = 0.313235 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297249.0470335 Edm = 0.480375 NCalls = 384 -VariableMetric: Iteration # 122 - FCN = 297248.4169551 Edm = 0.323422 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297248.2967844 Edm = 0.247635 NCalls = 390 -VariableMetric: Iteration # 124 - FCN = 297248.1360548 Edm = 0.0221386 NCalls = 392 -VariableMetric: Iteration # 125 - FCN = 297248.0961059 Edm = 0.0116814 NCalls = 395 -VariableMetric: Iteration # 126 - FCN = 297248.0435681 Edm = 0.0130929 NCalls = 399 -VariableMetric: Iteration # 127 - FCN = 297248.0287758 Edm = 0.0107285 NCalls = 401 -VariableMetric: Iteration # 128 - FCN = 297248.0225255 Edm = 0.00134833 NCalls = 402 -VariableMetric: Iteration # 129 - FCN = 297248.0193966 Edm = 0.000426195 NCalls = 404 -VariableMetric: Iteration # 130 - FCN = 297248.01873 Edm = 0.000258525 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297248.016413 Edm = 0.00235434 NCalls = 410 -VariableMetric: Iteration # 132 - FCN = 297248.0052914 Edm = 0.00965245 NCalls = 417 -VariableMetric: Iteration # 133 - FCN = 297246.4337351 Edm = 1.3462 NCalls = 423 -VariableMetric: Iteration # 134 - FCN = 297246.1521631 Edm = 1.1394 NCalls = 425 -VariableMetric: Iteration # 135 - FCN = 297245.8711134 Edm = 1.33537 NCalls = 427 -VariableMetric: Iteration # 136 - FCN = 297245.3475744 Edm = 0.950496 NCalls = 429 -VariableMetric: Iteration # 137 - FCN = 297244.2868067 Edm = 0.361438 NCalls = 433 -VariableMetric: Iteration # 138 - FCN = 297244.2176079 Edm = 0.274454 NCalls = 435 -VariableMetric: Iteration # 139 - FCN = 297243.757033 Edm = 0.501078 NCalls = 438 -VariableMetric: Iteration # 140 - FCN = 297243.526261 Edm = 0.378372 NCalls = 440 -VariableMetric: Iteration # 141 - FCN = 297243.3134924 Edm = 0.247487 NCalls = 443 -VariableMetric: Iteration # 142 - FCN = 297243.1761111 Edm = 0.0155224 NCalls = 445 -VariableMetric: Iteration # 143 - FCN = 297243.1639444 Edm = 0.00264126 NCalls = 447 -VariableMetric: Iteration # 144 - FCN = 297243.1488565 Edm = 0.0121598 NCalls = 450 -VariableMetric: Iteration # 145 - FCN = 297242.7823915 Edm = 1.03367 NCalls = 458 -VariableMetric: Iteration # 146 - FCN = 297242.6890355 Edm = 0.150158 NCalls = 462 -VariableMetric: Iteration # 147 - FCN = 297242.5136548 Edm = 0.12118 NCalls = 467 -VariableMetric: Iteration # 148 - FCN = 297242.309773 Edm = 0.0217094 NCalls = 472 -VariableMetric: Iteration # 149 - FCN = 297242.2879623 Edm = 0.00932196 NCalls = 474 -VariableMetric: Iteration # 150 - FCN = 297242.2815128 Edm = 0.00255819 NCalls = 476 -VariableMetric: Iteration # 151 - FCN = 297242.273692 Edm = 0.0101427 NCalls = 478 -VariableMetric: Iteration # 152 - FCN = 297242.2543143 Edm = 0.0155893 NCalls = 481 -VariableMetric: Iteration # 153 - FCN = 297242.2339891 Edm = 0.00898836 NCalls = 483 -VariableMetric: Iteration # 154 - FCN = 297242.2265311 Edm = 0.00146412 NCalls = 486 -VariableMetric: Iteration # 155 - FCN = 297242.2232214 Edm = 0.000711269 NCalls = 488 -VariableMetric: Iteration # 156 - FCN = 297242.2202781 Edm = 0.00218509 NCalls = 490 -VariableMetric: Iteration # 157 - FCN = 297242.2075375 Edm = 0.0180163 NCalls = 494 -VariableMetric: Iteration # 158 - FCN = 297241.8864859 Edm = 0.369245 NCalls = 502 -VariableMetric: Iteration # 159 - FCN = 297241.8848138 Edm = 0.00147628 NCalls = 504 -VariableMetric: Iteration # 160 - FCN = 297241.8837866 Edm = 0.00148395 NCalls = 506 -VariableMetric: Iteration # 161 - FCN = 297241.8533881 Edm = 0.0309502 NCalls = 511 -VariableMetric: Iteration # 162 - FCN = 297241.3516367 Edm = 0.508279 NCalls = 519 -VariableMetric: Iteration # 163 - FCN = 297241.3495913 Edm = 0.00184606 NCalls = 521 -VariableMetric: Iteration # 164 - FCN = 297241.3265352 Edm = 0.0233222 NCalls = 525 -VariableMetric: Iteration # 165 - FCN = 297241.2718951 Edm = 0.0558266 NCalls = 530 -VariableMetric: Iteration # 166 - FCN = 297241.2417785 Edm = 0.0286823 NCalls = 535 -VariableMetric: Iteration # 167 - FCN = 297240.012588 Edm = 0.47331 NCalls = 539 -VariableMetric: Iteration # 168 - FCN = 297238.8164047 Edm = 0.556636 NCalls = 542 -VariableMetric: Iteration # 169 - FCN = 297237.926901 Edm = 0.344885 NCalls = 544 -VariableMetric: Iteration # 170 - FCN = 297237.6212777 Edm = 0.0117779 NCalls = 547 -VariableMetric: Iteration # 171 - FCN = 297237.6160523 Edm = 0.00908676 NCalls = 549 -VariableMetric: Iteration # 172 - FCN = 297237.6047137 Edm = 0.00753753 NCalls = 551 -VariableMetric: Iteration # 173 - FCN = 297237.575798 Edm = 0.00619715 NCalls = 556 -VariableMetric: Iteration # 174 - FCN = 297237.5656046 Edm = 0.00309056 NCalls = 558 -VariableMetric: Iteration # 175 - FCN = 297237.560946 Edm = 0.00316726 NCalls = 560 -VariableMetric: Iteration # 176 - FCN = 297237.55956 Edm = 0.000198259 NCalls = 562 -VariableMetric: Iteration # 177 - FCN = 297237.5592683 Edm = 2.08836e-05 NCalls = 564 -VariableMetric: After Hessian - FCN = 297237.5592683 Edm = 4543.8 NCalls = 1043 -VariableMetric: Iteration # 178 - FCN = 297237.5592683 Edm = 4543.8 NCalls = 1043 -VariableMetric: Iteration # 179 - FCN = 297235.7694768 Edm = 6409.28 NCalls = 1054 -VariableMetric: Iteration # 180 - FCN = 297235.7244196 Edm = 6.75441 NCalls = 1057 -VariableMetric: Iteration # 181 - FCN = 297232.4052434 Edm = 0.396623 NCalls = 1059 -VariableMetric: Iteration # 182 - FCN = 297231.0473305 Edm = 0.368468 NCalls = 1061 -VariableMetric: Iteration # 183 - FCN = 297229.5231202 Edm = 0.852905 NCalls = 1063 -VariableMetric: Iteration # 184 - FCN = 297227.1016053 Edm = 3.67273 NCalls = 1070 -VariableMetric: Iteration # 185 - FCN = 297224.2611804 Edm = 4.12983 NCalls = 1076 -VariableMetric: Iteration # 186 - FCN = 297222.1191227 Edm = 3.19194 NCalls = 1079 -VariableMetric: Iteration # 187 - FCN = 297220.1332878 Edm = 0.943823 NCalls = 1082 -VariableMetric: Iteration # 188 - FCN = 297219.067499 Edm = 0.34821 NCalls = 1084 -VariableMetric: Iteration # 189 - FCN = 297218.5247068 Edm = 0.289429 NCalls = 1086 -VariableMetric: Iteration # 190 - FCN = 297218.0303691 Edm = 0.155672 NCalls = 1088 -VariableMetric: Iteration # 191 - FCN = 297217.5682249 Edm = 0.119973 NCalls = 1090 -VariableMetric: Iteration # 192 - FCN = 297217.3603576 Edm = 0.0559743 NCalls = 1092 -VariableMetric: Iteration # 193 - FCN = 297217.2421727 Edm = 0.0258929 NCalls = 1094 -VariableMetric: Iteration # 194 - FCN = 297217.1866836 Edm = 0.0101102 NCalls = 1096 -VariableMetric: Iteration # 195 - FCN = 297217.159432 Edm = 0.00810567 NCalls = 1098 -VariableMetric: Iteration # 196 - FCN = 297217.1335428 Edm = 0.0052787 NCalls = 1100 -VariableMetric: Iteration # 197 - FCN = 297217.1083401 Edm = 0.00401338 NCalls = 1102 -VariableMetric: Iteration # 198 - FCN = 297217.1000988 Edm = 0.00183794 NCalls = 1104 -VariableMetric: Iteration # 199 - FCN = 297217.0869264 Edm = 0.00462458 NCalls = 1107 -VariableMetric: Iteration # 200 - FCN = 297217.0716452 Edm = 0.00596494 NCalls = 1109 -VariableMetric: Iteration # 201 - FCN = 297217.0559013 Edm = 0.00463065 NCalls = 1111 -VariableMetric: Iteration # 202 - FCN = 297217.0456072 Edm = 0.00555703 NCalls = 1113 -VariableMetric: Iteration # 203 - FCN = 297217.0207591 Edm = 0.0108487 NCalls = 1115 -VariableMetric: Iteration # 204 - FCN = 297216.9785802 Edm = 0.00644216 NCalls = 1117 -VariableMetric: Iteration # 205 - FCN = 297216.9663981 Edm = 0.00522065 NCalls = 1119 -VariableMetric: Iteration # 206 - FCN = 297216.953861 Edm = 0.00404721 NCalls = 1121 -VariableMetric: Iteration # 207 - FCN = 297216.9464726 Edm = 0.00220103 NCalls = 1123 -VariableMetric: Iteration # 208 - FCN = 297216.9386413 Edm = 0.00224757 NCalls = 1125 -VariableMetric: Iteration # 209 - FCN = 297216.9281054 Edm = 0.00487145 NCalls = 1127 -VariableMetric: Iteration # 210 - FCN = 297216.9121126 Edm = 0.0039097 NCalls = 1129 -VariableMetric: Iteration # 211 - FCN = 297216.9070423 Edm = 0.00181821 NCalls = 1131 -VariableMetric: Iteration # 212 - FCN = 297216.8977989 Edm = 0.00380372 NCalls = 1134 -VariableMetric: Iteration # 213 - FCN = 297216.8885191 Edm = 0.00136654 NCalls = 1136 -VariableMetric: Iteration # 214 - FCN = 297216.8852919 Edm = 0.0014041 NCalls = 1138 -VariableMetric: Iteration # 215 - FCN = 297216.8796285 Edm = 0.001756 NCalls = 1140 -VariableMetric: Iteration # 216 - FCN = 297216.8743412 Edm = 0.00263165 NCalls = 1142 -VariableMetric: Iteration # 217 - FCN = 297216.8597847 Edm = 0.00264322 NCalls = 1145 -VariableMetric: Iteration # 218 - FCN = 297216.85687 Edm = 0.000291927 NCalls = 1147 -VariableMetric: Iteration # 219 - FCN = 297216.8555918 Edm = 0.000845672 NCalls = 1149 -VariableMetric: Iteration # 220 - FCN = 297216.8469114 Edm = 0.00230307 NCalls = 1152 -VariableMetric: Iteration # 221 - FCN = 297216.8429088 Edm = 0.000225517 NCalls = 1155 -VariableMetric: Iteration # 222 - FCN = 297216.8420602 Edm = 0.000574826 NCalls = 1157 -VariableMetric: Iteration # 223 - FCN = 297216.834411 Edm = 0.00238201 NCalls = 1161 -VariableMetric: Iteration # 224 - FCN = 297216.8321647 Edm = 0.000247146 NCalls = 1162 -VariableMetric: Iteration # 225 - FCN = 297216.831571 Edm = 0.000345269 NCalls = 1164 -VariableMetric: Iteration # 226 - FCN = 297216.826679 Edm = 0.00103422 NCalls = 1167 -VariableMetric: Iteration # 227 - FCN = 297216.8250196 Edm = 4.89311e-05 NCalls = 1169 -VariableMetric: After Hessian - FCN = 297216.8250196 Edm = 0.00428934 NCalls = 1654 -VariableMetric: Iteration # 228 - FCN = 297216.8250196 Edm = 0.00428934 NCalls = 1654 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1954 (1954 total) | -| EDM = 5.14E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297103.75135422486 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.50 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 2 | p4040_s | 0.59 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -1.14 | 0.22 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.49 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.93 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 5.8 | 0.9 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.26 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.47 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | 4.25 | 0.32 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.907 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 8.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.578 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.80 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 17| phi_s | 15.0 | 1.3 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 3.99 | 0.14 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -1.35 | 0.31 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.59 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.27 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.024 -0.004 -0.015 0.001 0.004 0.059 0.019 -0.001 0.022 0.000 -0.001 -0.031 0.001 -0.011 0.000 0.000 0.424 -0.005 -0.004 0.008 -0.013 0.000 0.015 | -| bplus_0 | -0.024 1.000 -0.059 0.022 -0.015 -0.044 0.066 -0.452 -0.019 -0.285 -0.014 -0.029 0.059 0.003 0.097 0.044 0.002 0.122 -0.040 -0.041 -0.056 -0.208 -0.002 -0.932 | -| p4040_s | -0.004 -0.059 1.000 0.351 0.220 -0.139 0.046 0.021 0.063 -0.145 -0.212 -0.044 -0.012 0.003 -0.032 -0.170 -0.000 -0.050 0.174 -0.143 -0.170 0.007 -0.528 0.070 | -| Ctt | -0.015 0.022 0.351 1.000 0.201 -0.324 0.090 -0.015 -0.181 -0.687 -0.310 0.211 -0.015 -0.004 0.259 -0.257 0.004 -0.081 0.300 0.025 -0.079 -0.008 -0.376 0.100 | -| p4415_s | 0.001 -0.015 0.220 0.201 1.000 0.049 0.005 0.025 0.010 0.088 -0.060 0.042 -0.004 -0.001 0.008 -0.074 -0.000 -0.012 0.336 -0.171 0.004 0.011 -0.122 -0.084 | -| Dbar_p | 0.004 -0.044 -0.139 -0.324 0.049 1.000 0.013 0.048 -0.038 0.096 -0.055 -0.040 -0.008 0.002 0.196 0.308 0.021 -0.022 -0.083 -0.092 -0.134 0.021 0.006 -0.088 | -| rho_p | 0.059 0.066 0.046 0.090 0.005 0.013 1.000 0.058 0.014 -0.223 -0.006 0.001 -0.008 0.000 -0.061 -0.017 0.001 0.066 0.057 0.043 -0.014 -0.106 -0.010 -0.068 | -| rho_s | 0.019 -0.452 0.021 -0.015 0.025 0.048 0.058 1.000 0.012 0.155 -0.001 0.019 -0.099 -0.000 -0.005 0.000 -0.001 -0.011 0.017 0.004 0.088 0.474 -0.004 0.391 | -| p3770_s | -0.001 -0.019 0.063 -0.181 0.010 -0.038 0.014 0.012 1.000 0.100 -0.045 -0.462 -0.006 0.025 -0.055 -0.191 0.026 -0.019 0.001 -0.011 0.136 0.003 0.005 -0.041 | -| bplus_2 | 0.022 -0.285 -0.145 -0.687 0.088 0.096 -0.223 0.155 0.100 1.000 0.064 -0.026 0.013 0.001 -0.185 0.104 -0.002 0.125 -0.168 -0.191 0.250 0.079 0.060 0.071 | -| p4040_p | 0.000 -0.014 -0.212 -0.310 -0.060 -0.055 -0.006 -0.001 -0.045 0.064 1.000 -0.198 -0.000 0.017 -0.088 0.173 0.013 0.003 0.252 0.174 0.077 -0.001 0.305 0.026 | -| psi2s_p | -0.001 -0.029 -0.044 0.211 0.042 -0.040 0.001 0.019 -0.462 -0.026 -0.198 1.000 -0.006 0.025 -0.016 0.012 0.027 -0.010 -0.049 -0.089 -0.037 0.006 -0.149 0.025 | -| omega_s | -0.031 0.059 -0.012 -0.015 -0.004 -0.008 -0.008 -0.099 -0.006 0.013 -0.000 -0.006 1.000 0.000 -0.005 0.001 0.000 0.024 -0.013 -0.010 -0.009 0.542 0.000 -0.052 | -| DDstar_s | 0.001 0.003 0.003 -0.004 -0.001 0.002 0.000 -0.000 0.025 0.001 0.017 0.025 0.000 1.000 0.053 0.024 -0.001 0.000 0.004 0.026 0.034 0.000 0.037 -0.006 | -| jpsi_p | -0.011 0.097 -0.032 0.259 0.008 0.196 -0.061 -0.005 -0.055 -0.185 -0.088 -0.016 -0.005 0.053 1.000 0.052 0.044 0.031 -0.006 -0.022 0.120 -0.007 -0.052 -0.089 | -| p3770_p | 0.000 0.044 -0.170 -0.257 -0.074 0.308 -0.017 0.000 -0.191 0.104 0.173 0.012 0.001 0.024 0.052 1.000 0.032 0.013 -0.088 0.029 0.218 -0.000 0.205 -0.127 | -| Dbar_s | 0.000 0.002 -0.000 0.004 -0.000 0.021 0.001 -0.001 0.026 -0.002 0.013 0.027 0.000 -0.001 0.044 0.032 1.000 -0.001 0.001 0.013 0.002 -0.000 0.023 -0.003 | -| phi_s | 0.424 0.122 -0.050 -0.081 -0.012 -0.022 0.066 -0.011 -0.019 0.125 0.003 -0.010 0.024 0.000 0.031 0.013 -0.001 1.000 -0.057 -0.042 -0.007 -0.027 0.007 -0.114 | -| p4160_s | -0.005 -0.040 0.174 0.300 0.336 -0.083 0.057 0.017 0.001 -0.168 0.252 -0.049 -0.013 0.004 -0.006 -0.088 0.001 -0.057 1.000 -0.115 -0.088 0.005 -0.178 0.030 | -| p4415_p | -0.004 -0.041 -0.143 0.025 -0.171 -0.092 0.043 0.004 -0.011 -0.191 0.174 -0.089 -0.010 0.026 -0.022 0.029 0.013 -0.042 -0.115 1.000 -0.085 -0.001 0.276 0.103 | -| DDstar_p | 0.008 -0.056 -0.170 -0.079 0.004 -0.134 -0.014 0.088 0.136 0.250 0.077 -0.037 -0.009 0.034 0.120 0.218 0.002 -0.007 -0.088 -0.085 1.000 0.039 0.131 -0.195 | -| omega_p | -0.013 -0.208 0.007 -0.008 0.011 0.021 -0.106 0.474 0.003 0.079 -0.001 0.006 0.542 0.000 -0.007 -0.000 -0.000 -0.027 0.005 -0.001 0.039 1.000 -0.003 0.182 | -| p4160_p | 0.000 -0.002 -0.528 -0.376 -0.122 0.006 -0.010 -0.004 0.005 0.060 0.305 -0.149 0.000 0.037 -0.052 0.205 0.023 0.007 -0.178 0.276 0.131 -0.003 1.000 0.015 | -| bplus_1 | 0.015 -0.932 0.070 0.100 -0.084 -0.088 -0.068 0.391 -0.041 0.071 0.026 0.025 -0.052 -0.006 -0.089 -0.127 -0.003 -0.114 0.030 0.103 -0.195 0.182 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1722428552128603}), (, {'error': 0.03358917003669193}), (, {'error': 0.1762488703055033}), (, {'error': 0.21797383153690641}), (, {'error': 0.1976355494306209}), (, {'error': 0.29783842020288276}), (, {'error': 0.852801167771652}), (, {'error': 0.3701990833639897}), (, {'error': 0.2282105221711861}), (, {'error': 0.09005998759041556}), (, {'error': 0.3153751156365079}), (, {'error': 0.03114862969720189}), (, {'error': 1.105077521403195}), (, {'error': 0.022016214914372223}), (, {'error': 0.02490017982816184}), (, {'error': 0.10077508832592041}), (, {'error': 0.017194239063976796}), (, {'error': 1.3101719774744414}), (, {'error': 0.1718165193123744}), (, {'error': 0.14258334891021107}), (, {'error': 0.3128195290843774}), (, {'error': 0.2356281677862846}), (, {'error': 0.10099784164597114}), (, {'error': 0.06108975550960971})]) -Toy 1/25 -Time taken: 7 min, 25 s -Projected time left: 2 h, 58 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1422 (1422 total) | -| EDM = 4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297010.3986186844 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.99 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 2 | p4040_s | 0.70 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -1.08 | 0.20 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.66 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.52 | 0.22 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.51 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | 3.95 | 0.26 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.912 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.656 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.26 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| phi_s | 16.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 3.92 | 0.13 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -1.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.22 | 0.29 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.82 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.056 0.001 -0.009 0.002 0.001 0.018 0.060 -0.000 0.026 0.000 -0.002 -0.049 0.001 -0.027 -0.005 -0.001 0.619 0.001 -0.001 0.010 0.010 -0.002 0.048 | -| bplus_0 | -0.056 1.000 -0.047 0.003 -0.021 -0.001 0.052 -0.375 -0.023 -0.340 -0.034 -0.023 0.132 -0.004 0.130 0.059 0.013 0.062 -0.052 -0.038 -0.131 0.055 0.007 -0.945 | -| p4040_s | 0.001 -0.047 1.000 0.381 0.205 -0.004 0.007 0.024 0.073 -0.113 -0.215 0.045 -0.021 -0.006 0.042 -0.190 0.008 -0.025 0.009 -0.155 -0.161 -0.001 -0.526 0.040 | -| Ctt | -0.009 0.003 0.381 1.000 0.209 -0.002 0.020 0.013 -0.215 -0.669 -0.252 0.199 -0.039 -0.008 0.345 -0.193 0.062 -0.057 0.267 0.022 -0.087 0.002 -0.373 0.070 | -| p4415_s | 0.002 -0.021 0.205 0.209 1.000 0.001 -0.003 0.022 0.005 0.116 0.005 0.040 -0.008 0.001 -0.021 -0.100 -0.013 -0.003 0.335 -0.168 0.053 -0.004 -0.132 -0.074 | -| Dbar_p | 0.001 -0.001 -0.004 -0.002 0.001 1.000 0.000 0.001 0.027 0.002 0.013 0.027 -0.001 -0.001 0.051 0.040 0.010 -0.001 -0.001 0.012 0.007 0.000 0.024 -0.004 | -| rho_p | 0.018 0.052 0.007 0.020 -0.003 0.000 1.000 0.002 0.003 -0.066 0.003 -0.001 0.107 -0.000 -0.014 -0.004 0.000 0.026 0.011 0.010 -0.012 0.018 0.001 -0.049 | -| rho_s | 0.060 -0.375 0.024 0.013 0.022 0.001 0.002 1.000 0.010 0.113 0.007 0.009 -0.381 0.004 -0.048 -0.021 -0.009 0.012 0.028 0.008 0.102 -0.147 -0.014 0.330 | -| p3770_s | -0.000 -0.023 0.073 -0.215 0.005 0.027 0.003 0.010 1.000 0.093 -0.005 -0.491 -0.009 0.026 -0.073 -0.162 0.030 -0.013 0.004 0.000 0.066 -0.001 0.014 -0.019 | -| bplus_2 | 0.026 -0.340 -0.113 -0.669 0.116 0.002 -0.066 0.113 0.093 1.000 0.010 -0.027 0.019 0.011 -0.256 0.070 -0.015 0.082 -0.151 -0.192 0.275 -0.032 0.010 0.149 | -| p4040_p | 0.000 -0.034 -0.215 -0.252 0.005 0.013 0.003 0.007 -0.005 0.010 1.000 -0.214 -0.007 0.016 -0.076 0.169 0.032 -0.011 0.326 0.148 -0.068 0.000 0.143 0.059 | -| psi2s_p | -0.002 -0.023 0.045 0.199 0.040 0.027 -0.001 0.009 -0.491 -0.027 -0.214 1.000 -0.005 0.019 -0.009 0.027 0.027 -0.005 -0.057 -0.069 -0.138 -0.003 -0.143 0.040 | -| omega_s | -0.049 0.132 -0.021 -0.039 -0.008 -0.001 0.107 -0.381 -0.009 0.019 -0.007 -0.005 1.000 -0.001 0.022 0.013 0.004 0.009 -0.028 -0.018 -0.036 0.492 0.005 -0.119 | -| DDstar_s | 0.001 -0.004 -0.006 -0.008 0.001 -0.001 -0.000 0.004 0.026 0.011 0.016 0.019 -0.001 1.000 0.053 0.032 -0.000 -0.001 -0.000 0.019 0.039 -0.000 0.035 -0.009 | -| jpsi_p | -0.027 0.130 0.042 0.345 -0.021 0.051 -0.014 -0.048 -0.073 -0.256 -0.076 -0.009 0.022 0.053 1.000 -0.059 -0.000 0.019 0.017 0.017 -0.040 -0.011 -0.059 -0.054 | -| p3770_p | -0.005 0.059 -0.190 -0.193 -0.100 0.040 -0.004 -0.021 -0.162 0.070 0.169 0.027 0.013 0.032 -0.059 1.000 -0.029 0.013 -0.058 0.039 0.202 -0.001 0.196 -0.087 | -| Dbar_s | -0.001 0.013 0.008 0.062 -0.013 0.010 0.000 -0.009 0.030 -0.015 0.032 0.027 0.004 -0.000 -0.000 -0.029 1.000 0.003 0.014 0.026 0.036 0.001 0.022 0.006 | -| phi_s | 0.619 0.062 -0.025 -0.057 -0.003 -0.001 0.026 0.012 -0.013 0.082 -0.011 -0.005 0.009 -0.001 0.019 0.013 0.003 1.000 -0.037 -0.029 -0.012 0.031 0.001 -0.060 | -| p4160_s | 0.001 -0.052 0.009 0.267 0.335 -0.001 0.011 0.028 0.004 -0.151 0.326 -0.057 -0.028 -0.000 0.017 -0.058 0.014 -0.037 1.000 -0.054 -0.103 0.000 -0.126 0.040 | -| p4415_p | -0.001 -0.038 -0.155 0.022 -0.168 0.012 0.010 0.008 0.000 -0.192 0.148 -0.069 -0.018 0.019 0.017 0.039 0.026 -0.029 -0.054 1.000 -0.208 0.002 0.285 0.107 | -| DDstar_p | 0.010 -0.131 -0.161 -0.087 0.053 0.007 -0.012 0.102 0.066 0.275 -0.068 -0.138 -0.036 0.039 -0.040 0.202 0.036 -0.012 -0.103 -0.208 1.000 -0.016 -0.019 -0.135 | -| omega_p | 0.010 0.055 -0.001 0.002 -0.004 0.000 0.018 -0.147 -0.001 -0.032 0.000 -0.003 0.492 -0.000 -0.011 -0.001 0.001 0.031 0.000 0.002 -0.016 1.000 0.001 -0.050 | -| p4160_p | -0.002 0.007 -0.526 -0.373 -0.132 0.024 0.001 -0.014 0.014 0.010 0.143 -0.143 0.005 0.035 -0.059 0.196 0.022 0.001 -0.126 0.285 -0.019 0.001 1.000 0.042 | -| bplus_1 | 0.048 -0.945 0.040 0.070 -0.074 -0.004 -0.049 0.330 -0.019 0.149 0.059 0.040 -0.119 -0.009 -0.054 -0.087 0.006 -0.060 0.040 0.107 -0.135 -0.050 0.042 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2212892662055843}), (, {'error': 0.040333080757831485}), (, {'error': 0.17905299392984625}), (, {'error': 0.20490597521841514}), (, {'error': 0.19881442756663936}), (, {'error': 0.06401288961738816}), (, {'error': 0.11460637071436297}), (, {'error': 0.3544040064437357}), (, {'error': 0.22440044657866975}), (, {'error': 0.09308383657073116}), (, {'error': 0.25553773587637085}), (, {'error': 0.030865962786156942}), (, {'error': 1.0131547548230007}), (, {'error': 0.023414882532839465}), (, {'error': 0.02354632882596608}), (, {'error': 0.09028339395667051}), (, {'error': 0.04234346736127387}), (, {'error': 1.0857281466571198}), (, {'error': 0.17218871152507464}), (, {'error': 0.13136658604471574}), (, {'error': 0.31879898132343554}), (, {'error': 0.28533356081338024}), (, {'error': 0.09986045212829042}), (, {'error': 0.06963735173153429})]) -Toy 2/25 -Time taken: 12 min, 36 s -Projected time left: 2 h, 24 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1541 (1541 total) | -| EDM = 2.95E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297123.8419703789 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.33 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 2 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.47 | 0.20 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.40 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.63 | 0.31 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.34 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.22 | 0.10 | | | -2 | 2 | | -| 10| p4040_p | -1.84 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.876 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.611 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.68 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 17| phi_s | 22.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.24 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.95 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.006 -0.020 -0.029 -0.006 -0.005 -0.272 0.077 -0.011 0.084 0.001 -0.002 -0.115 0.002 0.024 0.003 0.001 0.426 -0.022 -0.016 -0.002 0.008 -0.001 0.013 | -| bplus_0 | -0.006 1.000 -0.022 0.047 -0.049 -0.072 0.005 -0.315 -0.010 -0.174 0.023 0.014 0.153 -0.015 0.123 0.013 -0.003 0.133 -0.029 0.042 -0.180 -0.006 0.048 -0.907 | -| p4040_s | -0.020 -0.022 1.000 0.265 0.196 -0.134 0.061 -0.009 0.088 -0.148 -0.133 -0.058 0.004 -0.009 -0.001 -0.103 -0.004 -0.041 0.283 -0.105 -0.202 -0.001 -0.407 0.063 | -| Ctt | -0.029 0.047 0.265 1.000 0.209 -0.340 0.108 -0.032 -0.092 -0.638 -0.335 0.218 0.011 -0.009 0.233 -0.227 -0.005 -0.057 0.276 -0.026 -0.002 -0.001 -0.327 0.062 | -| p4415_s | -0.006 -0.049 0.196 0.209 1.000 0.029 0.022 0.023 0.024 0.054 -0.052 0.026 -0.010 -0.007 -0.003 -0.066 -0.002 -0.022 0.308 -0.137 -0.046 0.000 -0.031 -0.030 | -| Dbar_p | -0.005 -0.072 -0.134 -0.340 0.029 1.000 0.030 0.039 -0.083 0.043 -0.036 -0.028 -0.018 -0.012 0.218 0.298 0.032 -0.029 -0.053 -0.073 -0.223 0.000 -0.003 -0.044 | -| rho_p | -0.272 0.005 0.061 0.108 0.022 0.030 1.000 0.179 0.027 -0.269 -0.014 0.002 0.223 -0.000 -0.085 -0.010 0.001 -0.155 0.071 0.047 -0.002 0.013 -0.005 -0.019 | -| rho_s | 0.077 -0.315 -0.009 -0.032 0.023 0.039 0.179 1.000 -0.004 0.100 -0.014 -0.012 -0.420 0.011 -0.031 0.007 0.002 -0.056 0.001 -0.039 0.111 0.022 -0.031 0.253 | -| p3770_s | -0.011 -0.010 0.088 -0.092 0.024 -0.083 0.027 -0.004 1.000 0.029 -0.105 -0.405 0.001 0.034 -0.061 -0.290 0.031 -0.023 0.036 -0.009 0.007 -0.000 -0.047 -0.008 | -| bplus_2 | 0.084 -0.174 -0.148 -0.638 0.054 0.043 -0.269 0.100 0.029 1.000 0.030 -0.072 -0.053 0.030 -0.224 0.063 0.006 0.128 -0.144 -0.257 0.310 0.004 -0.052 -0.075 | -| p4040_p | 0.001 0.023 -0.133 -0.335 -0.052 -0.036 -0.014 -0.014 -0.105 0.030 1.000 -0.172 0.006 0.035 -0.078 0.162 0.026 0.009 0.203 0.198 0.018 -0.000 0.375 0.016 | -| psi2s_p | -0.002 0.014 -0.058 0.218 0.026 -0.028 0.002 -0.012 -0.405 -0.072 -0.172 1.000 0.004 0.017 0.021 -0.049 0.031 -0.002 -0.030 -0.040 -0.196 -0.000 -0.117 0.040 | -| omega_s | -0.115 0.153 0.004 0.011 -0.010 -0.018 0.223 -0.420 0.001 -0.053 0.006 0.004 1.000 -0.005 -0.001 -0.006 -0.001 -0.004 0.000 0.017 -0.049 -0.113 0.013 -0.130 | -| DDstar_s | 0.002 -0.015 -0.009 -0.009 -0.007 -0.012 -0.000 0.011 0.034 0.030 0.035 0.017 -0.005 1.000 0.054 0.050 -0.002 -0.002 -0.004 0.014 0.069 0.000 0.052 -0.017 | -| jpsi_p | 0.024 0.123 -0.001 0.233 -0.003 0.218 -0.085 -0.031 -0.061 -0.224 -0.078 0.021 -0.001 0.054 1.000 -0.015 0.059 0.049 0.008 0.039 -0.240 0.002 -0.032 -0.013 | -| p3770_p | 0.003 0.013 -0.103 -0.227 -0.066 0.298 -0.010 0.007 -0.290 0.063 0.162 -0.049 -0.006 0.050 -0.015 1.000 0.056 0.002 -0.068 0.030 0.112 0.001 0.142 -0.085 | -| Dbar_s | 0.001 -0.003 -0.004 -0.005 -0.002 0.032 0.001 0.002 0.031 0.006 0.026 0.031 -0.001 -0.002 0.059 0.056 1.000 -0.001 -0.003 0.011 0.012 -0.000 0.036 -0.005 | -| phi_s | 0.426 0.133 -0.041 -0.057 -0.022 -0.029 -0.155 -0.056 -0.023 0.128 0.009 -0.002 -0.004 -0.002 0.049 0.002 -0.001 1.000 -0.048 -0.022 -0.030 -0.002 0.008 -0.112 | -| p4160_s | -0.022 -0.029 0.283 0.276 0.308 -0.053 0.071 0.001 0.036 -0.144 0.203 -0.030 0.000 -0.004 0.008 -0.068 -0.003 -0.048 1.000 -0.183 -0.112 -0.000 -0.160 0.021 | -| p4415_p | -0.016 0.042 -0.105 -0.026 -0.137 -0.073 0.047 -0.039 -0.009 -0.257 0.198 -0.040 0.017 0.014 0.039 0.030 0.011 -0.022 -0.183 1.000 -0.219 -0.001 0.303 0.096 | -| DDstar_p | -0.002 -0.180 -0.202 -0.002 -0.046 -0.223 -0.002 0.111 0.007 0.310 0.018 -0.196 -0.049 0.069 -0.240 0.112 0.012 -0.030 -0.112 -0.219 1.000 0.003 -0.103 -0.137 | -| omega_p | 0.008 -0.006 -0.001 -0.001 0.000 0.000 0.013 0.022 -0.000 0.004 -0.000 -0.000 -0.113 0.000 0.002 0.001 -0.000 -0.002 -0.000 -0.001 0.003 1.000 -0.000 0.005 | -| p4160_p | -0.001 0.048 -0.407 -0.327 -0.031 -0.003 -0.005 -0.031 -0.047 -0.052 0.375 -0.117 0.013 0.052 -0.032 0.142 0.036 0.008 -0.160 0.303 -0.103 -0.000 1.000 0.042 | -| bplus_1 | 0.013 -0.907 0.063 0.062 -0.030 -0.044 -0.019 0.253 -0.008 -0.075 0.016 0.040 -0.130 -0.017 -0.013 -0.085 -0.005 -0.112 0.021 0.096 -0.137 0.005 0.042 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.131635807150567}), (, {'error': 0.035942738057461954}), (, {'error': 0.1672290408793401}), (, {'error': 0.20133629070981585}), (, {'error': 0.19277159423037804}), (, {'error': 0.33793393615583867}), (, {'error': 0.23653440915381996}), (, {'error': 0.31234167633879184}), (, {'error': 0.22929893572331705}), (, {'error': 0.09757857311944962}), (, {'error': 0.19500300511082758}), (, {'error': 0.031347656277720404}), (, {'error': 0.9342179726385473}), (, {'error': 0.03212455928339955}), (, {'error': 0.024632527492523426}), (, {'error': 0.09390761276934612}), (, {'error': 0.023728563822276866}), (, {'error': 0.9391189687458201}), (, {'error': 0.1697025055964776}), (, {'error': 0.1875003616766584}), (, {'error': 0.3924600629067938}), (, {'error': 0.1232566293137074}), (, {'error': 0.0954241449914397}), (, {'error': 0.0679818612578591})]) -Toy 3/25 -Time taken: 18 min, 10 s -Projected time left: 2 h, 13 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1335 (1335 total) | -| EDM = 6.95E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297368.5111594971 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.38 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.369 | 0.029 | | | -2 | 2 | | -| 2 | p4040_s | 0.67 | 0.16 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.96 | 0.19 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.95 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -4.56 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 5.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.52 | 0.21 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.33 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | -2.09 | 0.26 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.911 | 0.030 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 7.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.638 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.59 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 17| phi_s | 22.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.41 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.33 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 4.42 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.25 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.29 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.69 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.111 -0.005 -0.057 0.024 0.020 -0.163 0.243 -0.003 0.122 -0.008 -0.000 -0.130 0.003 -0.014 0.001 0.001 0.341 -0.011 -0.028 0.046 -0.028 -0.016 0.112 | -| bplus_0 | -0.111 1.000 -0.036 0.473 -0.189 -0.168 -0.049 -0.592 -0.045 -0.754 0.031 -0.016 0.260 -0.017 0.302 0.031 -0.005 0.095 0.002 0.140 -0.366 0.023 0.103 -0.957 | -| p4040_s | -0.005 -0.036 1.000 0.221 0.190 -0.090 0.038 0.001 0.103 -0.026 -0.155 -0.040 -0.007 -0.001 -0.014 -0.095 -0.002 -0.029 0.097 -0.123 -0.148 0.002 -0.449 0.023 | -| Ctt | -0.057 0.473 0.221 1.000 0.092 -0.299 0.032 -0.293 -0.124 -0.692 -0.231 0.154 0.114 -0.007 0.338 -0.135 -0.001 0.010 0.205 0.070 -0.123 0.012 -0.252 -0.410 | -| p4415_s | 0.024 -0.189 0.190 0.092 1.000 0.053 0.010 0.123 0.019 0.201 -0.031 0.036 -0.055 -0.002 -0.052 -0.080 -0.000 -0.020 0.298 -0.148 -0.004 -0.005 -0.094 0.115 | -| Dbar_p | 0.020 -0.168 -0.090 -0.299 0.053 1.000 0.039 0.108 -0.089 0.096 -0.093 -0.055 -0.054 -0.003 0.107 0.205 0.018 -0.036 -0.058 -0.098 -0.172 -0.003 -0.050 0.075 | -| rho_p | -0.163 -0.049 0.038 0.032 0.010 0.039 1.000 0.002 0.022 -0.116 0.000 -0.000 0.024 0.002 -0.086 -0.011 0.002 -0.126 0.047 0.031 0.030 -0.122 -0.007 0.021 | -| rho_s | 0.243 -0.592 0.001 -0.293 0.123 0.108 0.002 1.000 0.008 0.525 -0.031 0.009 -0.470 0.012 -0.114 -0.007 0.003 -0.013 -0.023 -0.112 0.252 0.024 -0.074 0.561 | -| p3770_s | -0.003 -0.045 0.103 -0.124 0.019 -0.089 0.022 0.008 1.000 0.045 -0.073 -0.389 -0.009 0.023 -0.063 -0.263 0.022 -0.023 0.026 0.000 0.012 0.000 -0.031 0.032 | -| bplus_2 | 0.122 -0.754 -0.026 -0.692 0.201 0.096 -0.116 0.525 0.045 1.000 -0.020 0.016 -0.207 0.014 -0.299 -0.018 0.003 0.020 -0.084 -0.218 0.325 -0.027 -0.089 0.643 | -| p4040_p | -0.008 0.031 -0.155 -0.231 -0.031 -0.093 0.000 -0.031 -0.073 -0.020 1.000 -0.168 0.013 0.016 -0.064 0.128 0.012 -0.000 0.297 0.153 0.005 0.001 0.236 0.003 | -| psi2s_p | -0.000 -0.016 -0.040 0.154 0.036 -0.055 -0.000 0.009 -0.389 0.016 -0.168 1.000 -0.005 0.018 -0.032 -0.007 0.022 -0.003 -0.056 -0.060 -0.117 -0.001 -0.111 0.026 | -| omega_s | -0.130 0.260 -0.007 0.114 -0.055 -0.054 0.024 -0.470 -0.009 -0.207 0.013 -0.005 1.000 -0.005 0.051 0.001 -0.001 0.010 0.001 0.043 -0.114 0.394 0.033 -0.246 | -| DDstar_s | 0.003 -0.017 -0.001 -0.007 -0.002 -0.003 0.002 0.012 0.023 0.014 0.016 0.018 -0.005 1.000 0.039 0.028 -0.001 -0.002 0.000 0.009 0.025 -0.000 0.034 0.008 | -| jpsi_p | -0.014 0.302 -0.014 0.338 -0.052 0.107 -0.086 -0.114 -0.063 -0.299 -0.064 -0.032 0.051 0.039 1.000 -0.014 0.037 0.062 -0.003 0.038 -0.174 -0.004 -0.025 -0.244 | -| p3770_p | 0.001 0.031 -0.095 -0.135 -0.080 0.205 -0.011 -0.007 -0.263 -0.018 0.128 -0.007 0.001 0.028 -0.014 1.000 0.035 0.005 -0.041 0.039 0.062 -0.001 0.140 -0.051 | -| Dbar_s | 0.001 -0.005 -0.002 -0.001 -0.000 0.018 0.002 0.003 0.022 0.003 0.012 0.022 -0.001 -0.001 0.037 0.035 1.000 -0.001 -0.001 0.005 0.005 0.000 0.022 0.001 | -| phi_s | 0.341 0.095 -0.029 0.010 -0.020 -0.036 -0.126 -0.013 -0.023 0.020 -0.000 -0.003 0.010 -0.002 0.062 0.005 -0.001 1.000 -0.032 -0.012 -0.042 0.006 0.009 -0.080 | -| p4160_s | -0.011 0.002 0.097 0.205 0.298 -0.058 0.047 -0.023 0.026 -0.084 0.297 -0.056 0.001 0.000 -0.003 -0.041 -0.001 -0.032 1.000 -0.098 -0.096 0.003 -0.118 -0.024 | -| p4415_p | -0.028 0.140 -0.123 0.070 -0.148 -0.098 0.031 -0.112 0.000 -0.218 0.153 -0.060 0.043 0.009 0.038 0.039 0.005 -0.012 -0.098 1.000 -0.159 0.006 0.270 -0.090 | -| DDstar_p | 0.046 -0.366 -0.148 -0.123 -0.004 -0.172 0.030 0.252 0.012 0.325 0.005 -0.117 -0.114 0.025 -0.174 0.062 0.005 -0.042 -0.096 -0.159 1.000 -0.011 -0.043 0.207 | -| omega_p | -0.028 0.023 0.002 0.012 -0.005 -0.003 -0.122 0.024 0.000 -0.027 0.001 -0.001 0.394 -0.000 -0.004 -0.001 0.000 0.006 0.003 0.006 -0.011 1.000 0.003 -0.023 | -| p4160_p | -0.016 0.103 -0.449 -0.252 -0.094 -0.050 -0.007 -0.074 -0.031 -0.089 0.236 -0.111 0.033 0.034 -0.025 0.140 0.022 0.009 -0.118 0.270 -0.043 0.003 1.000 -0.046 | -| bplus_1 | 0.112 -0.957 0.023 -0.410 0.115 0.075 0.021 0.561 0.032 0.643 0.003 0.026 -0.246 0.008 -0.244 -0.051 0.001 -0.080 -0.024 -0.090 0.207 -0.023 -0.046 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12213005350231443}), (, {'error': 0.02865842746718794}), (, {'error': 0.1597274726096221}), (, {'error': 0.18785482249080188}), (, {'error': 0.18801179989252237}), (, {'error': 0.24952751474448398}), (, {'error': 0.4836702422951422}), (, {'error': 0.37172926447943466}), (, {'error': 0.21315808047462026}), (, {'error': 0.08437684884966057}), (, {'error': 0.2555468404351864}), (, {'error': 0.02956799626974238}), (, {'error': 1.007422936403359}), (, {'error': 0.01964909313491936}), (, {'error': 0.02356711910935516}), (, {'error': 0.08353249217169001}), (, {'error': 0.014844654827582404}), (, {'error': 0.8992531281941609}), (, {'error': 0.15582841903074574}), (, {'error': 0.20890724646210979}), (, {'error': 0.24635594983274167}), (, {'error': 0.22174559270646066}), (, {'error': 0.08553137363583208}), (, {'error': 0.044356032483377605})]) -Toy 4/25 -Time taken: 23 min, 12 s -Projected time left: 2 h, 1 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1351 (1351 total) | -| EDM = 0.000405 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297473.42839712754 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -0.40 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.454 | 0.019 | | | -2 | 2 | | -| 2 | p4040_s | 1.14 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -1.01 | 0.22 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.40 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -5.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.30 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.72 | 0.26 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.38 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | 2.90 | 0.16 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.85 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 8.5 | 1.3 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.73 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.56 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 17| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -1.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -5.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.49 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.009 0.001 0.005 0.005 0.006 0.126 0.026 0.006 0.026 0.011 0.005 -0.041 -0.001 0.000 -0.005 -0.002 0.579 0.000 0.008 0.008 -0.011 -0.000 -0.003 | -| bplus_0 | 0.009 1.000 0.010 0.012 0.026 0.003 0.007 0.225 0.040 -0.062 0.037 0.009 -0.009 -0.002 0.036 0.018 -0.006 -0.023 0.000 0.018 0.008 0.064 -0.001 -0.888 | -| p4040_s | 0.001 0.010 1.000 0.338 0.060 -0.201 0.048 0.035 -0.109 0.178 -0.307 0.010 -0.005 0.009 -0.274 -0.228 0.003 -0.014 -0.015 -0.229 -0.157 0.006 0.010 0.101 | -| Ctt | 0.005 0.012 0.338 1.000 0.249 0.359 0.122 0.027 -0.127 0.715 -0.006 0.257 -0.013 0.001 -0.318 -0.055 0.048 -0.042 -0.012 -0.018 -0.248 0.003 -0.002 -0.142 | -| p4415_s | 0.005 0.026 0.060 0.249 1.000 0.000 0.053 0.022 -0.005 0.109 0.125 0.038 -0.007 0.009 -0.059 -0.041 0.005 -0.017 0.002 -0.096 0.047 0.003 -0.005 0.038 | -| Dbar_p | 0.006 0.003 -0.201 0.359 0.000 1.000 -0.007 -0.026 0.393 -0.027 0.305 0.348 0.004 -0.009 0.306 0.201 0.045 0.003 0.010 0.102 -0.215 -0.002 -0.004 -0.126 | -| rho_p | 0.126 0.007 0.048 0.122 0.053 -0.007 1.000 0.317 0.002 0.274 0.037 0.013 0.024 -0.003 -0.025 -0.037 -0.007 0.119 -0.001 0.051 -0.013 0.039 -0.001 0.006 | -| rho_s | 0.026 0.225 0.035 0.027 0.022 -0.026 0.317 1.000 -0.021 0.028 -0.022 -0.018 0.044 -0.006 -0.044 -0.023 -0.006 0.042 -0.002 -0.012 -0.049 0.428 0.000 -0.165 | -| p3770_s | 0.006 0.040 -0.109 -0.127 -0.005 0.393 0.002 -0.021 1.000 -0.132 0.305 -0.152 -0.003 -0.013 0.371 -0.058 0.000 -0.006 0.010 0.097 0.176 -0.005 -0.003 -0.110 | -| bplus_2 | 0.026 -0.062 0.178 0.715 0.109 -0.027 0.274 0.028 -0.132 1.000 0.030 0.050 -0.034 0.021 -0.271 -0.045 0.018 -0.081 -0.004 0.213 -0.023 -0.008 -0.003 -0.158 | -| p4040_p | 0.011 0.037 -0.307 -0.006 0.125 0.305 0.037 -0.022 0.305 0.030 1.000 0.114 -0.006 0.003 0.394 0.220 0.011 -0.016 0.004 0.080 0.419 -0.006 -0.006 -0.185 | -| psi2s_p | 0.005 0.009 0.010 0.257 0.038 0.348 0.013 -0.018 -0.152 0.050 0.114 1.000 -0.003 0.001 0.299 0.154 0.005 -0.008 0.006 0.035 0.245 -0.005 -0.001 -0.128 | -| omega_s | -0.041 -0.009 -0.005 -0.013 -0.007 0.004 0.024 0.044 -0.003 -0.034 -0.006 -0.003 1.000 0.000 -0.012 0.001 0.001 0.011 0.000 -0.007 0.003 0.729 0.000 0.006 | -| DDstar_s | -0.001 -0.002 0.009 0.001 0.009 -0.009 -0.003 -0.006 -0.013 0.021 0.003 0.001 0.000 1.000 -0.007 -0.028 -0.003 0.000 -0.000 0.010 0.021 -0.002 -0.000 -0.039 | -| jpsi_p | 0.000 0.036 -0.274 -0.318 -0.059 0.306 -0.025 -0.044 0.371 -0.271 0.394 0.299 -0.012 -0.007 1.000 0.177 -0.031 -0.011 0.019 0.153 0.554 -0.017 -0.004 -0.159 | -| p3770_p | -0.005 0.018 -0.228 -0.055 -0.041 0.201 -0.037 -0.023 -0.058 -0.045 0.220 0.154 0.001 -0.028 0.177 1.000 -0.059 0.003 0.010 0.138 0.118 -0.005 -0.003 -0.114 | -| Dbar_s | -0.002 -0.006 0.003 0.048 0.005 0.045 -0.007 -0.006 0.000 0.018 0.011 0.005 0.001 -0.003 -0.031 -0.059 1.000 0.002 -0.001 0.018 -0.021 -0.002 -0.001 -0.033 | -| phi_s | 0.579 -0.023 -0.014 -0.042 -0.017 0.003 0.119 0.042 -0.006 -0.081 -0.016 -0.008 0.011 0.000 -0.011 0.003 0.002 1.000 0.000 -0.018 0.002 0.010 0.000 0.027 | -| p4160_s | 0.000 0.000 -0.015 -0.012 0.002 0.010 -0.001 -0.002 0.010 -0.004 0.004 0.006 0.000 -0.000 0.019 0.010 -0.001 0.000 1.000 0.012 0.017 -0.000 -0.002 -0.009 | -| p4415_p | 0.008 0.018 -0.229 -0.018 -0.096 0.102 0.051 -0.012 0.097 0.213 0.080 0.035 -0.007 0.010 0.153 0.138 0.018 -0.018 0.012 1.000 0.190 -0.005 0.003 -0.192 | -| DDstar_p | 0.008 0.008 -0.157 -0.248 0.047 -0.215 -0.013 -0.049 0.176 -0.023 0.419 0.245 0.003 0.021 0.554 0.118 -0.021 0.002 0.017 0.190 1.000 -0.008 -0.006 -0.265 | -| omega_p | -0.011 0.064 0.006 0.003 0.003 -0.002 0.039 0.428 -0.005 -0.008 -0.006 -0.005 0.729 -0.002 -0.017 -0.005 -0.002 0.010 -0.000 -0.005 -0.008 1.000 0.000 -0.051 | -| p4160_p | -0.000 -0.001 0.010 -0.002 -0.005 -0.004 -0.001 0.000 -0.003 -0.003 -0.006 -0.001 0.000 -0.000 -0.004 -0.003 -0.001 0.000 -0.002 0.003 -0.006 0.000 1.000 0.003 | -| bplus_1 | -0.003 -0.888 0.101 -0.142 0.038 -0.126 0.006 -0.165 -0.110 -0.158 -0.185 -0.128 0.006 -0.039 -0.159 -0.114 -0.033 0.027 -0.009 -0.192 -0.265 -0.051 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22032679877764405}), (, {'error': 0.01866476767916536}), (, {'error': 0.1782342987400079}), (, {'error': 0.2215121800150046}), (, {'error': 0.18692055812807906}), (, {'error': 0.4527798853436513}), (, {'error': 0.26127464008511225}), (, {'error': 0.32725593669371755}), (, {'error': 0.25526204591608836}), (, {'error': 0.08466522122128128}), (, {'error': 0.15854926036544192}), (, {'error': 0.03564193805238425}), (, {'error': 1.2684305347366087}), (, {'error': 0.019941971158761784}), (, {'error': 0.03624142148621168}), (, {'error': 0.10861669223479087}), (, {'error': 0.02837534321561369}), (, {'error': 0.9693421643382383}), (, {'error': 0.01412810356154065}), (, {'error': 0.49533984564323097}), (, {'error': 0.47501601682735206}), (, {'error': 0.29714215200078264}), (, {'error': 0.011083791067631132}), (, {'error': 0.03641809437678489})]) -Toy 5/25 -Time taken: 28 min, 20 s -Projected time left: 1 h, 53 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1361 (1361 total) | -| EDM = 5.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297148.3150314254 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.68 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.434 | 0.018 | | | -2 | 2 | | -| 2 | p4040_s | 0.84 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.50 | 0.21 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.18 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 5.12 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 5.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.90 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.24 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | -2.01 | 0.23 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 8.5 | 1.4 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.632 | 0.027 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.60 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 17| phi_s | 19.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 1.06 | 0.31 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.016 -0.018 -0.020 -0.007 0.001 -0.246 0.064 -0.007 -0.068 -0.000 -0.003 -0.005 0.001 0.018 0.009 0.001 0.609 -0.019 -0.014 0.013 0.066 0.001 -0.017 | -| bplus_0 | 0.016 1.000 0.022 -0.016 0.017 0.017 0.031 0.299 0.043 -0.020 0.012 -0.007 0.061 0.001 -0.062 0.022 0.001 -0.015 0.034 0.017 -0.003 0.162 0.015 -0.830 | -| p4040_s | -0.018 0.022 1.000 0.303 0.174 -0.149 0.060 -0.001 0.061 0.124 -0.228 -0.098 -0.016 0.011 -0.078 -0.141 0.004 -0.035 0.168 -0.222 -0.136 -0.010 -0.523 -0.012 | -| Ctt | -0.020 -0.016 0.303 1.000 0.223 -0.321 0.102 -0.016 -0.207 0.692 -0.363 0.182 -0.026 0.000 0.192 -0.242 0.007 -0.048 0.260 -0.078 -0.116 -0.019 -0.407 -0.174 | -| p4415_s | -0.007 0.017 0.174 0.223 1.000 -0.009 0.031 0.017 -0.004 -0.015 -0.030 -0.000 -0.004 0.002 -0.032 -0.077 0.001 -0.015 0.294 -0.142 -0.065 0.005 -0.048 0.089 | -| Dbar_p | 0.001 0.017 -0.149 -0.321 -0.009 1.000 0.024 0.043 -0.010 -0.097 -0.002 -0.020 0.005 0.005 0.226 0.324 0.020 -0.005 -0.092 -0.077 -0.086 0.021 0.047 0.202 | -| rho_p | -0.246 0.031 0.060 0.102 0.031 0.024 1.000 0.158 0.020 0.248 -0.010 0.001 -0.033 0.000 -0.082 -0.014 0.001 -0.157 0.070 0.042 -0.004 0.015 -0.012 -0.004 | -| rho_s | 0.064 0.299 -0.001 -0.016 0.017 0.043 0.158 1.000 0.020 -0.057 0.002 0.010 0.161 -0.001 0.040 0.036 -0.000 -0.008 0.006 -0.012 0.075 0.600 0.009 -0.197 | -| p3770_s | -0.007 0.043 0.061 -0.207 -0.004 -0.010 0.020 0.020 1.000 -0.124 -0.038 -0.436 -0.004 0.023 -0.012 -0.190 0.027 -0.016 -0.001 -0.004 0.195 0.006 0.034 0.088 | -| bplus_2 | -0.068 -0.020 0.124 0.692 -0.015 -0.097 0.248 -0.057 -0.124 1.000 -0.088 -0.011 -0.073 0.008 0.080 -0.115 0.005 -0.132 0.149 0.186 -0.264 -0.064 -0.088 -0.297 | -| p4040_p | -0.000 0.012 -0.228 -0.363 -0.030 -0.002 -0.010 0.002 -0.038 -0.088 1.000 -0.178 -0.000 0.020 -0.035 0.217 0.018 0.001 0.242 0.200 0.175 0.001 0.380 0.009 | -| psi2s_p | -0.003 -0.007 -0.098 0.182 -0.000 -0.020 0.001 0.010 -0.436 -0.011 -0.178 1.000 -0.002 0.026 -0.007 0.044 0.027 -0.003 -0.084 -0.099 0.041 0.002 -0.123 0.050 | -| omega_s | -0.005 0.061 -0.016 -0.026 -0.004 0.005 -0.033 0.161 -0.004 -0.073 -0.000 -0.002 1.000 0.000 0.010 0.010 0.000 0.034 -0.016 -0.015 0.020 0.695 0.001 -0.043 | -| DDstar_s | 0.001 0.001 0.011 0.000 0.002 0.005 0.000 -0.001 0.023 0.008 0.020 0.026 0.000 1.000 0.052 0.017 -0.001 0.000 0.009 0.027 0.028 0.000 0.038 -0.007 | -| jpsi_p | 0.018 -0.062 -0.078 0.192 -0.032 0.226 -0.082 0.040 -0.012 0.080 -0.035 -0.007 0.010 0.052 1.000 0.106 0.045 0.034 -0.049 -0.005 0.258 0.022 0.021 0.109 | -| p3770_p | 0.009 0.022 -0.141 -0.242 -0.077 0.324 -0.014 0.036 -0.190 -0.115 0.217 0.044 0.010 0.017 0.106 1.000 0.028 0.011 -0.070 0.083 0.273 0.021 0.251 0.131 | -| Dbar_s | 0.001 0.001 0.004 0.007 0.001 0.020 0.001 -0.000 0.027 0.005 0.018 0.027 0.000 -0.001 0.045 0.028 1.000 -0.000 0.004 0.015 -0.001 0.000 0.027 -0.003 | -| phi_s | 0.609 -0.015 -0.035 -0.048 -0.015 -0.005 -0.157 -0.008 -0.016 -0.132 0.001 -0.003 0.034 0.000 0.034 0.011 -0.000 1.000 -0.039 -0.027 0.018 0.044 0.002 0.010 | -| p4160_s | -0.019 0.034 0.168 0.260 0.294 -0.092 0.070 0.006 -0.001 0.149 0.242 -0.084 -0.016 0.009 -0.049 -0.070 0.004 -0.039 1.000 -0.227 -0.077 -0.006 -0.161 -0.000 | -| p4415_p | -0.014 0.017 -0.222 -0.078 -0.142 -0.077 0.042 -0.012 -0.004 0.186 0.200 -0.099 -0.015 0.027 -0.005 0.083 0.015 -0.027 -0.227 1.000 0.029 -0.014 0.303 -0.106 | -| DDstar_p | 0.013 -0.003 -0.136 -0.116 -0.065 -0.086 -0.004 0.075 0.195 -0.264 0.175 0.041 0.020 0.028 0.258 0.273 -0.001 0.018 -0.077 0.029 1.000 0.042 0.271 0.379 | -| omega_p | 0.066 0.162 -0.010 -0.019 0.005 0.021 0.015 0.600 0.006 -0.064 0.001 0.002 0.695 0.000 0.022 0.021 0.000 0.044 -0.006 -0.014 0.042 1.000 0.004 -0.111 | -| p4160_p | 0.001 0.015 -0.523 -0.407 -0.048 0.047 -0.012 0.009 0.034 -0.088 0.380 -0.123 0.001 0.038 0.021 0.251 0.027 0.002 -0.161 0.303 0.271 0.004 1.000 0.024 | -| bplus_1 | -0.017 -0.830 -0.012 -0.174 0.089 0.202 -0.004 -0.197 0.088 -0.297 0.009 0.050 -0.043 -0.007 0.109 0.131 -0.003 0.010 -0.000 -0.106 0.379 -0.111 0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19414368481373767}), (, {'error': 0.01759887173866992}), (, {'error': 0.16841265332101524}), (, {'error': 0.21251470917249027}), (, {'error': 0.1857519836269949}), (, {'error': 0.29887201767563454}), (, {'error': 0.4625292583380034}), (, {'error': 0.3644759888501601}), (, {'error': 0.22953792507334025}), (, {'error': 0.0800316721344142}), (, {'error': 0.2251330290735165}), (, {'error': 0.03176388917282047}), (, {'error': 1.410490593512395}), (, {'error': 0.019091464410209313}), (, {'error': 0.026987373277935767}), (, {'error': 0.11075349077786933}), (, {'error': 0.017517362509005763}), (, {'error': 1.0354032191234381}), (, {'error': 0.165157449383877}), (, {'error': 0.18174945261684705}), (, {'error': 0.3244029670640973}), (, {'error': 0.30585266311624526}), (, {'error': 0.10197044894691132}), (, {'error': 0.03739408657885046})]) -Toy 6/25 -Time taken: 33 min, 37 s -Projected time left: 1 h, 46 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1825 (1825 total) | -| EDM = 0.000454 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297249.7393676232 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.83 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.569 | 0.018 | | | -2 | 2 | | -| 2 | p4040_s | 0.88 | 0.16 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.30 | 0.11 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.24 | 0.22 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 3.2 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.05 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.46 | 0.25 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.21 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.19 | 0.05 | | | -2 | 2 | | -| 10| p4040_p | 3.55 | 0.23 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.799 | 0.027 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 5.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.651 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -3.02 | 0.17 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 17| phi_s | 15.4 | 0.7 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.39 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.48 | 0.15 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 0.68 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.82 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.29 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -1.06 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.027 0.021 -0.016 0.024 0.032 0.056 0.011 -0.016 0.017 -0.022 -0.008 -0.026 -0.033 -0.014 -0.027 -0.026 0.393 0.020 -0.010 -0.028 -0.012 -0.029 -0.028 | -| bplus_0 | -0.027 1.000 -0.551 0.338 -0.688 -0.841 -0.229 0.148 0.529 -0.047 0.661 0.268 -0.090 0.942 0.407 0.765 0.775 0.061 -0.506 0.353 0.745 -0.053 0.855 0.858 | -| p4040_s | 0.021 -0.551 1.000 -0.089 0.498 0.528 0.167 -0.078 -0.271 0.001 -0.474 -0.180 0.055 -0.603 -0.238 -0.491 -0.499 -0.050 0.296 -0.305 -0.525 0.034 -0.648 -0.556 | -| Ctt | -0.016 0.338 -0.089 1.000 -0.178 -0.263 -0.097 0.047 0.188 0.335 0.181 0.275 -0.036 0.363 0.047 0.279 0.414 0.025 -0.099 0.130 0.319 -0.022 0.272 0.339 | -| p4415_s | 0.024 -0.688 0.498 -0.178 1.000 0.660 0.192 -0.100 -0.416 -0.052 -0.521 -0.214 0.068 -0.759 -0.342 -0.627 -0.653 -0.055 0.531 -0.336 -0.597 0.041 -0.689 -0.694 | -| Dbar_p | 0.032 -0.841 0.528 -0.263 0.660 1.000 0.228 -0.120 -0.403 -0.044 -0.564 -0.151 0.084 -0.894 -0.239 -0.647 -0.737 -0.060 0.488 -0.304 -0.596 0.052 -0.769 -0.846 | -| rho_p | 0.056 -0.229 0.167 -0.097 0.192 0.228 1.000 0.166 -0.127 0.166 -0.172 -0.068 0.225 -0.255 -0.092 -0.211 -0.215 0.054 0.160 -0.079 -0.195 -0.004 -0.231 -0.225 | -| rho_s | 0.011 0.148 -0.078 0.047 -0.100 -0.120 0.166 1.000 0.075 0.033 0.095 0.039 -0.179 0.136 0.057 0.108 0.112 0.056 -0.072 0.053 0.107 0.064 0.123 0.135 | -| p3770_s | -0.016 0.529 -0.271 0.188 -0.416 -0.403 -0.127 0.075 1.000 -0.005 0.387 0.024 -0.050 0.557 0.348 0.383 0.527 0.031 -0.293 0.238 0.398 -0.029 0.523 0.531 | -| bplus_2 | 0.017 -0.047 0.001 0.335 -0.052 -0.044 0.166 0.033 -0.005 1.000 0.021 -0.042 0.014 -0.002 -0.055 0.010 -0.068 -0.069 0.042 0.085 -0.005 0.012 0.018 -0.049 | -| p4040_p | -0.022 0.661 -0.474 0.181 -0.521 -0.564 -0.172 0.095 0.387 0.021 1.000 0.164 -0.064 0.711 0.354 0.629 0.646 0.046 -0.243 0.343 0.515 -0.038 0.680 0.664 | -| psi2s_p | -0.008 0.268 -0.180 0.275 -0.214 -0.151 -0.068 0.039 0.024 -0.042 0.164 1.000 -0.026 0.283 0.257 0.248 0.274 0.018 -0.195 0.101 0.148 -0.015 0.268 0.269 | -| omega_s | -0.026 -0.090 0.055 -0.036 0.068 0.084 0.225 -0.179 -0.050 0.014 -0.064 -0.026 1.000 -0.092 -0.045 -0.075 -0.075 0.015 0.051 -0.033 -0.073 0.637 -0.083 -0.085 | -| DDstar_s | -0.033 0.942 -0.603 0.363 -0.759 -0.894 -0.255 0.136 0.557 -0.002 0.711 0.283 -0.092 1.000 0.429 0.810 0.857 0.071 -0.558 0.384 0.734 -0.056 0.920 0.949 | -| jpsi_p | -0.014 0.407 -0.238 0.047 -0.342 -0.239 -0.092 0.057 0.348 -0.055 0.354 0.257 -0.045 0.429 1.000 0.387 0.388 0.010 -0.248 0.210 0.208 -0.027 0.443 0.409 | -| p3770_p | -0.027 0.765 -0.491 0.279 -0.627 -0.647 -0.211 0.108 0.383 0.010 0.629 0.248 -0.075 0.810 0.387 1.000 0.666 0.058 -0.450 0.344 0.622 -0.046 0.778 0.769 | -| Dbar_s | -0.026 0.775 -0.499 0.414 -0.653 -0.737 -0.215 0.112 0.527 -0.068 0.646 0.274 -0.075 0.857 0.388 0.666 1.000 0.063 -0.458 0.357 0.711 -0.045 0.796 0.782 | -| phi_s | 0.393 0.061 -0.050 0.025 -0.055 -0.060 0.054 0.056 0.031 -0.069 0.046 0.018 0.015 0.071 0.010 0.058 0.063 1.000 -0.050 0.019 0.050 0.004 0.064 0.063 | -| p4160_s | 0.020 -0.506 0.296 -0.099 0.531 0.488 0.160 -0.072 -0.293 0.042 -0.243 -0.195 0.051 -0.558 -0.248 -0.450 -0.458 -0.050 1.000 -0.287 -0.472 0.032 -0.533 -0.512 | -| p4415_p | -0.010 0.353 -0.305 0.130 -0.336 -0.304 -0.079 0.053 0.238 0.085 0.343 0.101 -0.033 0.384 0.210 0.344 0.357 0.019 -0.287 1.000 0.214 -0.020 0.429 0.354 | -| DDstar_p | -0.028 0.745 -0.525 0.319 -0.597 -0.596 -0.195 0.107 0.398 -0.005 0.515 0.148 -0.073 0.734 0.208 0.622 0.711 0.050 -0.472 0.214 1.000 -0.045 0.669 0.749 | -| omega_p | -0.012 -0.053 0.034 -0.022 0.041 0.052 -0.004 0.064 -0.029 0.012 -0.038 -0.015 0.637 -0.056 -0.027 -0.046 -0.045 0.004 0.032 -0.020 -0.045 1.000 -0.050 -0.051 | -| p4160_p | -0.029 0.855 -0.648 0.272 -0.689 -0.769 -0.231 0.123 0.523 0.018 0.680 0.268 -0.083 0.920 0.443 0.778 0.796 0.064 -0.533 0.429 0.669 -0.050 1.000 0.861 | -| bplus_1 | -0.028 0.858 -0.556 0.339 -0.694 -0.846 -0.225 0.135 0.531 -0.049 0.664 0.269 -0.085 0.949 0.409 0.769 0.782 0.063 -0.512 0.354 0.749 -0.051 0.861 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15917004855203576}), (, {'error': 0.01791327856232372}), (, {'error': 0.15627019241263507}), (, {'error': 0.10737884165845812}), (, {'error': 0.2237605466125363}), (, {'error': 0.5464927682123841}), (, {'error': 0.19295869016207723}), (, {'error': 0.2537310529352761}), (, {'error': 0.2254481884002002}), (, {'error': 0.05032273278191268}), (, {'error': 0.22572333870517713}), (, {'error': 0.026983068918964292}), (, {'error': 1.0650728117675934}), (, {'error': 0.584277989893196}), (, {'error': 0.023359561397017004}), (, {'error': 0.17444273335968186}), (, {'error': 0.4772845139357264}), (, {'error': 0.7150244396050738}), (, {'error': 0.14676619594601115}), (, {'error': 0.1476972246147037}), (, {'error': 0.2678642649520673}), (, {'error': 0.2985693943753325}), (, {'error': 0.17785643441949195}), (, {'error': 0.03506904170271019})]) -Toy 7/25 -Time taken: 39 min, 53 s -Projected time left: 1 h, 42 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1542 (1542 total) | -| EDM = 4.01E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297164.96538388217 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.25 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.422 | 0.029 | | | -2 | 2 | | -| 2 | p4040_s | 1.21 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | 0.13 | 0.27 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.80 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 0.09 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.67 | 0.26 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.05 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | 3.51 | 0.18 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 5.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.58 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.33 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 17| phi_s | 18.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.06 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 2.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.20 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.87 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.007 0.001 -0.000 0.001 0.003 0.035 0.023 0.000 -0.007 -0.000 -0.001 -0.008 -0.000 -0.003 0.001 0.003 0.362 0.002 0.000 -0.002 -0.001 -0.000 0.003 | -| bplus_0 | -0.007 1.000 -0.024 0.112 -0.038 -0.151 0.250 -0.319 0.030 0.016 0.018 0.020 0.216 0.005 -0.124 -0.045 -0.149 0.156 -0.011 0.027 0.049 -0.004 0.015 -0.827 | -| p4040_s | 0.001 -0.024 1.000 0.335 0.130 -0.140 0.026 0.012 0.145 -0.076 -0.174 0.045 0.001 -0.009 -0.096 -0.193 -0.206 -0.016 0.007 -0.194 0.046 -0.000 -0.440 0.049 | -| Ctt | -0.000 0.112 0.335 1.000 0.172 -0.742 0.110 -0.096 0.109 -0.636 -0.015 0.279 0.067 0.100 -0.376 -0.502 -0.633 0.018 0.317 0.099 0.346 -0.001 -0.261 0.318 | -| p4415_s | 0.001 -0.038 0.130 0.172 1.000 -0.019 0.002 0.030 0.006 0.048 0.012 0.001 -0.013 -0.008 -0.099 -0.072 -0.043 -0.019 0.289 -0.180 0.070 0.000 -0.065 -0.034 | -| Dbar_p | 0.003 -0.151 -0.140 -0.742 -0.019 1.000 -0.053 0.180 -0.296 0.282 -0.238 -0.218 -0.095 -0.138 0.144 0.545 0.719 -0.084 -0.234 -0.271 -0.351 0.002 -0.009 -0.369 | -| rho_p | 0.035 0.250 0.026 0.110 0.002 -0.053 1.000 0.117 0.026 -0.238 0.012 0.006 0.429 -0.004 -0.052 -0.030 -0.052 0.099 0.048 0.041 0.044 -0.000 -0.010 -0.196 | -| rho_s | 0.023 -0.319 0.012 -0.096 0.030 0.180 0.117 1.000 -0.038 -0.066 -0.034 -0.022 -0.313 -0.006 0.058 0.091 0.161 -0.047 0.002 -0.039 -0.049 0.018 -0.016 0.183 | -| p3770_s | 0.000 0.030 0.145 0.109 0.006 -0.296 0.026 -0.038 1.000 0.005 0.190 -0.112 0.021 0.031 0.257 -0.203 -0.123 0.008 0.105 0.165 -0.177 -0.001 0.175 0.062 | -| bplus_2 | -0.007 0.016 -0.076 -0.636 0.048 0.282 -0.238 -0.066 0.005 1.000 0.000 -0.044 -0.025 0.010 0.300 0.197 0.304 0.104 -0.144 -0.205 -0.207 0.000 0.069 -0.309 | -| p4040_p | -0.000 0.018 -0.174 -0.015 0.012 -0.238 0.012 -0.034 0.190 0.000 1.000 0.055 0.017 0.000 0.304 0.121 -0.102 0.010 0.335 0.290 -0.343 -0.000 0.375 0.075 | -| psi2s_p | -0.001 0.020 0.045 0.279 0.001 -0.218 0.006 -0.022 -0.112 -0.044 0.055 1.000 0.010 -0.005 0.198 0.022 -0.066 0.007 0.010 0.082 -0.165 -0.000 0.102 0.047 | -| omega_s | -0.008 0.216 0.001 0.067 -0.013 -0.095 0.429 -0.313 0.021 -0.025 0.017 0.010 1.000 0.002 -0.046 -0.050 -0.086 0.080 0.010 0.026 0.032 -0.065 0.003 -0.144 | -| DDstar_s | -0.000 0.005 -0.009 0.100 -0.008 -0.138 -0.004 -0.006 0.031 0.010 0.000 -0.005 0.002 1.000 -0.080 -0.054 -0.102 0.005 0.005 -0.010 0.101 0.000 -0.030 0.003 | -| jpsi_p | -0.003 -0.124 -0.096 -0.376 -0.099 0.144 -0.052 0.058 0.257 0.300 0.304 0.198 -0.046 -0.080 1.000 0.313 0.294 -0.038 -0.067 0.163 -0.546 0.001 0.441 -0.056 | -| p3770_p | 0.001 -0.045 -0.193 -0.502 -0.072 0.545 -0.030 0.091 -0.203 0.197 0.121 0.022 -0.050 -0.054 0.313 1.000 0.654 -0.044 -0.146 -0.018 -0.321 0.001 0.276 -0.276 | -| Dbar_s | 0.003 -0.149 -0.206 -0.633 -0.043 0.719 -0.052 0.161 -0.123 0.304 -0.102 -0.066 -0.086 -0.102 0.294 0.654 1.000 -0.074 -0.252 -0.232 -0.069 0.002 0.087 -0.320 | -| phi_s | 0.362 0.156 -0.016 0.018 -0.019 -0.084 0.099 -0.047 0.008 0.104 0.010 0.007 0.080 0.005 -0.038 -0.044 -0.074 1.000 -0.018 0.007 0.013 -0.004 0.009 -0.099 | -| p4160_s | 0.002 -0.011 0.007 0.317 0.289 -0.234 0.048 0.002 0.105 -0.144 0.335 0.010 0.010 0.005 -0.067 -0.146 -0.252 -0.018 1.000 -0.123 -0.007 -0.000 -0.071 0.086 | -| p4415_p | 0.000 0.027 -0.194 0.099 -0.180 -0.271 0.041 -0.039 0.165 -0.205 0.290 0.082 0.026 -0.010 0.163 -0.018 -0.232 0.007 -0.123 1.000 -0.234 -0.001 0.413 0.159 | -| DDstar_p | -0.002 0.049 0.046 0.346 0.070 -0.351 0.044 -0.049 -0.177 -0.207 -0.343 -0.165 0.032 0.101 -0.546 -0.321 -0.069 0.013 -0.007 -0.234 1.000 -0.000 -0.515 0.134 | -| omega_p | -0.001 -0.004 -0.000 -0.001 0.000 0.002 -0.000 0.018 -0.001 0.000 -0.000 -0.000 -0.065 0.000 0.001 0.001 0.002 -0.004 -0.000 -0.001 -0.000 1.000 -0.000 0.003 | -| p4160_p | -0.000 0.015 -0.440 -0.261 -0.065 -0.009 -0.010 -0.016 0.175 0.069 0.375 0.102 0.003 -0.030 0.441 0.276 0.087 0.009 -0.071 0.413 -0.515 -0.000 1.000 -0.005 | -| bplus_1 | 0.003 -0.827 0.049 0.318 -0.034 -0.369 -0.196 0.183 0.062 -0.309 0.075 0.047 -0.144 0.003 -0.056 -0.276 -0.320 -0.099 0.086 0.159 0.134 0.003 -0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2477523389741263}), (, {'error': 0.02932018984570095}), (, {'error': 0.17498010383524876}), (, {'error': 0.2651929800411378}), (, {'error': 0.19486458754875624}), (, {'error': 0.8343702701850626}), (, {'error': 0.244962774917167}), (, {'error': 0.3609691875626938}), (, {'error': 0.25794169882891316}), (, {'error': 0.08460504450661543}), (, {'error': 0.17680357454389295}), (, {'error': 0.034358005316025064}), (, {'error': 0.9843562650101996}), (, {'error': 0.06407221528372342}), (, {'error': 0.03214920521147224}), (, {'error': 0.14505466345742768}), (, {'error': 0.5841494988893965}), (, {'error': 0.9233714872476018}), (, {'error': 0.1725483543587294}), (, {'error': 0.29110721305459797}), (, {'error': 0.5406747228310689}), (, {'error': 0.07340797526047105}), (, {'error': 0.1326450466273308}), (, {'error': 0.06400664658691624})]) -Toy 8/25 -Time taken: 45 min, 44 s -Projected time left: 1 h, 37 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1351 (1351 total) | -| EDM = 0.00017 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297387.4781601078 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.87 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 2 | p4040_s | 0.81 | 0.16 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -1.50 | 0.07 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.73 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 5.19 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.87 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.48 | 0.06 | | | -2 | 2 | | -| 10| p4040_p | -3.14 | 0.19 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.922 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 4.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.701 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.32 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| phi_s | 21.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 0.717 | 0.020 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.99 | 0.28 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -3.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.026 -0.001 -0.002 -0.008 -0.013 -0.143 0.230 -0.011 0.091 -0.013 -0.001 -0.116 0.000 0.019 -0.001 0.002 0.479 -0.000 -0.013 0.010 0.013 0.000 0.034 | -| bplus_0 | -0.026 1.000 -0.006 0.007 -0.047 -0.034 -0.251 -0.426 -0.008 -0.433 -0.092 -0.061 0.230 0.005 0.063 0.053 0.002 0.178 -0.000 -0.054 0.014 -0.030 0.002 -0.975 | -| p4040_s | -0.001 -0.006 1.000 0.056 -0.069 0.079 0.001 0.011 0.102 0.216 -0.180 0.043 -0.003 0.000 -0.099 -0.116 -0.042 0.001 -0.012 -0.213 -0.153 0.000 0.008 -0.052 | -| Ctt | -0.002 0.007 0.056 1.000 0.033 -0.024 0.008 -0.010 -0.030 -0.127 -0.003 0.016 0.001 -0.000 0.018 -0.035 0.006 -0.006 -0.002 0.002 -0.000 0.000 -0.000 0.007 | -| p4415_s | -0.008 -0.047 -0.069 0.033 1.000 0.038 0.042 0.010 0.056 0.118 0.127 -0.038 -0.012 0.015 -0.032 0.009 -0.005 -0.029 0.009 -0.004 0.001 0.002 -0.002 -0.021 | -| Dbar_p | -0.013 -0.034 0.079 -0.024 0.038 1.000 0.102 -0.016 0.064 -0.174 -0.107 0.140 -0.016 0.017 0.425 0.470 0.056 -0.063 0.003 -0.115 -0.216 0.003 0.003 -0.086 | -| rho_p | -0.143 -0.251 0.001 0.008 0.042 0.102 1.000 0.098 0.051 -0.114 0.073 0.038 -0.131 -0.007 -0.036 0.026 -0.007 -0.183 0.002 0.052 0.005 0.078 -0.001 0.212 | -| rho_s | 0.230 -0.426 0.011 -0.010 0.010 -0.016 0.098 1.000 -0.028 0.356 0.005 0.028 -0.553 -0.008 0.033 -0.030 -0.002 0.007 -0.001 -0.017 -0.002 0.038 -0.000 0.423 | -| p3770_s | -0.011 -0.008 0.102 -0.030 0.056 0.064 0.051 -0.028 1.000 -0.118 0.125 -0.302 -0.002 0.006 0.187 -0.067 0.059 -0.039 0.005 0.028 0.260 0.001 -0.000 -0.025 | -| bplus_2 | 0.091 -0.433 0.216 -0.127 0.118 -0.174 -0.114 0.356 -0.118 1.000 -0.074 0.147 -0.127 -0.035 -0.028 -0.156 0.032 0.074 -0.013 -0.274 0.059 0.012 -0.000 0.357 | -| p4040_p | -0.013 -0.092 -0.180 -0.003 0.127 -0.107 0.073 0.005 0.125 -0.074 1.000 -0.122 -0.018 0.038 0.077 0.109 0.045 -0.053 -0.007 -0.002 0.291 0.003 -0.002 0.073 | -| psi2s_p | -0.001 -0.061 0.043 0.016 -0.038 0.140 0.038 0.028 -0.302 0.147 -0.122 1.000 -0.019 0.033 0.170 0.210 0.055 -0.025 0.006 -0.057 0.270 0.003 0.003 -0.007 | -| omega_s | -0.116 0.230 -0.003 0.001 -0.012 -0.016 -0.131 -0.553 -0.002 -0.127 -0.018 -0.019 1.000 0.004 -0.012 0.004 0.003 0.013 -0.000 -0.005 -0.000 -0.222 0.000 -0.224 | -| DDstar_s | 0.000 0.005 0.000 -0.000 0.015 0.017 -0.007 -0.008 0.006 -0.035 0.038 0.033 0.004 1.000 0.028 -0.001 -0.004 0.003 0.001 0.024 0.020 -0.001 -0.001 0.026 | -| jpsi_p | 0.019 0.063 -0.099 0.018 -0.032 0.425 -0.036 0.033 0.187 -0.028 0.077 0.170 -0.012 0.028 1.000 0.384 0.044 0.025 0.018 0.038 0.451 0.001 0.002 -0.118 | -| p3770_p | -0.001 0.053 -0.116 -0.035 0.009 0.470 0.026 -0.030 -0.067 -0.156 0.109 0.210 0.004 -0.001 0.384 1.000 0.049 -0.016 0.014 0.048 0.225 -0.000 0.001 -0.109 | -| Dbar_s | 0.002 0.002 -0.042 0.006 -0.005 0.056 -0.007 -0.002 0.059 0.032 0.045 0.055 0.003 -0.004 0.044 0.049 1.000 0.004 0.003 0.018 -0.030 -0.001 -0.000 0.008 | -| phi_s | 0.479 0.178 0.001 -0.006 -0.029 -0.063 -0.183 0.007 -0.039 0.074 -0.053 -0.025 0.013 0.003 0.025 -0.016 0.004 1.000 -0.001 -0.038 0.002 -0.008 0.001 -0.157 | -| p4160_s | -0.000 -0.000 -0.012 -0.002 0.009 0.003 0.002 -0.001 0.005 -0.013 -0.007 0.006 -0.000 0.001 0.018 0.014 0.003 -0.001 1.000 0.012 0.024 0.000 -0.002 0.001 | -| p4415_p | -0.013 -0.054 -0.213 0.002 -0.004 -0.115 0.052 -0.017 0.028 -0.274 -0.002 -0.057 -0.005 0.024 0.038 0.048 0.018 -0.038 0.012 1.000 0.129 0.001 0.003 0.113 | -| DDstar_p | 0.010 0.014 -0.153 -0.000 0.001 -0.216 0.005 -0.002 0.260 0.059 0.291 0.270 -0.000 0.020 0.451 0.225 -0.030 0.002 0.024 0.129 1.000 -0.001 -0.001 -0.055 | -| omega_p | 0.013 -0.030 0.000 0.000 0.002 0.003 0.078 0.038 0.001 0.012 0.003 0.003 -0.222 -0.001 0.001 -0.000 -0.001 -0.008 0.000 0.001 -0.001 1.000 -0.000 0.029 | -| p4160_p | 0.000 0.002 0.008 -0.000 -0.002 0.003 -0.001 -0.000 -0.000 -0.000 -0.002 0.003 0.000 -0.001 0.002 0.001 -0.000 0.001 -0.002 0.003 -0.001 -0.000 1.000 -0.002 | -| bplus_1 | 0.034 -0.975 -0.052 0.007 -0.021 -0.086 0.212 0.423 -0.025 0.357 0.073 -0.007 -0.224 0.026 -0.118 -0.109 0.008 -0.157 0.001 0.113 -0.055 0.029 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14737558033719766}), (, {'error': 0.033891797831946846}), (, {'error': 0.15593758581610107}), (, {'error': 0.0659645625532258}), (, {'error': 0.18298314301151458}), (, {'error': 0.3715403643641215}), (, {'error': 0.2941014435931457}), (, {'error': 0.34652640564739945}), (, {'error': 0.22606219507605685}), (, {'error': 0.05664105481188875}), (, {'error': 0.19485714469197735}), (, {'error': 0.03159853822948833}), (, {'error': 1.0435500080003863}), (, {'error': 0.032854422635755914}), (, {'error': 0.030777724842454113}), (, {'error': 0.09773150482964099}), (, {'error': 0.04469194731866327}), (, {'error': 1.0142836072486432}), (, {'error': 0.020275987253749628}), (, {'error': 0.2827141058226159}), (, {'error': 0.3910686541010542}), (, {'error': 0.24172220508349174}), (, {'error': 0.008567526099191536}), (, {'error': 0.059349657755824126})]) -Toy 9/25 -Time taken: 51 min, 5 s -Projected time left: 1 h, 30 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1539 (1539 total) | -| EDM = 0.000262 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297157.13483570726 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.21 | 0.60 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.545 | 0.012 | | | -2 | 2 | | -| 2 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.09 | 0.25 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.19 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -5.6 | 1.1 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.98 | 0.30 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.06 | 0.24 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.25 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | -2.44 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 8.7 | 1.3 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.13 | 0.38 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.59 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -3.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 17| phi_s | 18.8 | 2.2 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.34 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.15 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 2.6 | 2.2 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.30 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -1.042 | 0.025 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.005 0.007 -0.007 0.003 0.011 0.027 0.037 -0.002 0.002 0.001 0.003 -0.001 0.018 -0.014 -0.002 0.009 0.943 0.005 0.011 0.020 0.099 0.011 -0.008 | -| bplus_0 | -0.005 1.000 -0.048 0.036 0.050 -0.049 0.040 0.135 0.010 -0.192 -0.058 -0.070 -0.005 -0.210 -0.110 0.054 0.024 -0.010 -0.013 -0.153 -0.078 0.031 -0.119 -0.415 | -| p4040_s | 0.007 -0.048 1.000 -0.084 0.188 0.290 0.044 -0.019 0.079 0.145 -0.108 0.087 0.001 0.392 0.282 -0.009 0.118 -0.001 0.202 0.081 0.322 0.001 -0.074 -0.083 | -| Ctt | -0.007 0.036 -0.084 1.000 0.019 -0.771 0.033 0.005 0.131 0.138 -0.155 0.046 -0.004 -0.702 -0.568 -0.108 -0.541 -0.009 -0.072 -0.430 -0.706 -0.004 -0.516 0.048 | -| p4415_s | 0.003 0.050 0.188 0.019 1.000 0.161 0.028 0.005 -0.026 0.020 0.003 0.036 -0.000 0.187 0.069 -0.041 0.090 -0.002 0.296 -0.018 0.126 0.003 0.063 0.049 | -| Dbar_p | 0.011 -0.049 0.290 -0.771 0.161 1.000 0.033 -0.010 -0.276 0.285 -0.053 0.084 0.003 0.895 0.551 0.068 0.618 0.004 0.247 0.441 0.880 0.006 0.423 -0.092 | -| rho_p | 0.027 0.040 0.044 0.033 0.028 0.033 1.000 0.165 0.005 0.249 -0.009 -0.005 0.068 0.012 0.003 -0.004 0.033 0.040 0.055 0.025 0.014 0.033 -0.007 0.036 | -| rho_s | 0.037 0.135 -0.019 0.005 0.005 -0.010 0.165 1.000 -0.007 -0.057 -0.015 -0.015 0.066 -0.047 -0.032 0.011 0.006 0.027 -0.013 -0.035 -0.012 0.403 -0.025 -0.001 | -| p3770_s | -0.002 0.010 0.079 0.131 -0.026 -0.276 0.005 -0.007 1.000 -0.103 0.081 -0.114 -0.001 -0.137 0.128 -0.131 -0.150 -0.005 0.011 0.038 -0.061 -0.002 0.078 -0.001 | -| bplus_2 | 0.002 -0.192 0.145 0.138 0.020 0.285 0.249 -0.057 -0.103 1.000 -0.009 0.053 -0.004 0.311 0.090 0.021 0.162 -0.032 0.167 0.258 0.221 -0.009 0.129 -0.270 | -| p4040_p | 0.001 -0.058 -0.108 -0.155 0.003 -0.053 -0.009 -0.015 0.081 -0.009 1.000 0.034 0.001 0.053 0.227 0.230 -0.010 0.001 0.306 0.280 0.157 -0.002 0.393 -0.080 | -| psi2s_p | 0.003 -0.070 0.087 0.046 0.036 0.084 -0.005 -0.015 -0.114 0.053 0.034 1.000 0.001 0.232 0.334 0.106 0.082 0.002 0.051 0.182 0.260 -0.001 0.217 -0.091 | -| omega_s | -0.001 -0.005 0.001 -0.004 -0.000 0.003 0.068 0.066 -0.001 -0.004 0.001 0.001 1.000 0.007 -0.005 -0.001 0.002 0.018 0.000 0.004 0.007 0.787 0.004 -0.002 | -| DDstar_s | 0.018 -0.210 0.392 -0.702 0.187 0.895 0.012 -0.047 -0.137 0.311 0.053 0.232 0.007 1.000 0.707 0.049 0.567 0.012 0.318 0.556 0.883 0.000 0.528 -0.289 | -| jpsi_p | -0.014 -0.110 0.282 -0.568 0.069 0.551 0.003 -0.032 0.128 0.090 0.227 0.334 -0.005 0.707 1.000 0.164 0.410 -0.022 0.214 0.534 0.752 -0.008 0.616 -0.161 | -| p3770_p | -0.002 0.054 -0.009 -0.108 -0.041 0.068 -0.004 0.011 -0.131 0.021 0.230 0.106 -0.001 0.049 0.164 1.000 0.211 -0.002 0.026 0.179 0.187 0.003 0.278 0.047 | -| Dbar_s | 0.009 0.024 0.118 -0.541 0.090 0.618 0.033 0.006 -0.150 0.162 -0.010 0.082 0.002 0.567 0.410 0.211 1.000 0.003 0.110 0.256 0.491 0.008 0.296 0.011 | -| phi_s | 0.943 -0.010 -0.001 -0.009 -0.002 0.004 0.040 0.027 -0.005 -0.032 0.001 0.002 0.018 0.012 -0.022 -0.002 0.003 1.000 -0.004 0.005 0.015 0.104 0.008 -0.007 | -| p4160_s | 0.005 -0.013 0.202 -0.072 0.296 0.247 0.055 -0.013 0.011 0.167 0.306 0.051 0.000 0.318 0.214 0.026 0.110 -0.004 1.000 0.034 0.276 0.001 0.104 -0.049 | -| p4415_p | 0.011 -0.153 0.081 -0.430 -0.018 0.441 0.025 -0.035 0.038 0.258 0.280 0.182 0.004 0.556 0.534 0.179 0.256 0.005 0.034 1.000 0.594 -0.001 0.606 -0.217 | -| DDstar_p | 0.020 -0.078 0.322 -0.706 0.126 0.880 0.014 -0.012 -0.061 0.221 0.157 0.260 0.007 0.883 0.752 0.187 0.491 0.015 0.276 0.594 1.000 0.009 0.656 -0.114 | -| omega_p | 0.099 0.031 0.001 -0.004 0.003 0.006 0.033 0.403 -0.002 -0.009 -0.002 -0.001 0.787 0.000 -0.008 0.003 0.008 0.104 0.001 -0.001 0.009 1.000 0.002 -0.005 | -| p4160_p | 0.011 -0.119 -0.074 -0.516 0.063 0.423 -0.007 -0.025 0.078 0.129 0.393 0.217 0.004 0.528 0.616 0.278 0.296 0.008 0.104 0.606 0.656 0.002 1.000 -0.166 | -| bplus_1 | -0.008 -0.415 -0.083 0.048 0.049 -0.092 0.036 -0.001 -0.001 -0.270 -0.080 -0.091 -0.002 -0.289 -0.161 0.047 0.011 -0.007 -0.049 -0.217 -0.114 -0.005 -0.166 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6035219820577509}), (, {'error': 0.01223924443827773}), (, {'error': 0.17200771857066122}), (, {'error': 0.24815224392118795}), (, {'error': 0.1811630862504795}), (, {'error': 1.0638821260018574}), (, {'error': 0.36848360599613894}), (, {'error': 0.29956962016488736}), (, {'error': 0.2441462102295584}), (, {'error': 0.08212807341822226}), (, {'error': 0.241728942519841}), (, {'error': 0.03468060488977276}), (, {'error': 1.3130734018448749}), (, {'error': 0.383653763486402}), (, {'error': 0.04205218854252735}), (, {'error': 0.13471091054397233}), (, {'error': 0.4239276999062274}), (, {'error': 2.211404284425363}), (, {'error': 0.16330531784672098}), (, {'error': 0.223148187484437}), (, {'error': 2.229914896143961}), (, {'error': 0.32088806581078}), (, {'error': 0.1333445869563219}), (, {'error': 0.02502223491123856})]) -Toy 10/25 -Time taken: 57 min, 8 s -Projected time left: 1 h, 25 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=958 (958 total) | -| EDM = 3.83E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297281.7190654751 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.459 | 0.020 | | | -2 | 2 | | -| 2 | p4040_s | 0.85 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.61 | 0.21 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 0.08 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.39 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.28 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | 4.07 | 0.22 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.914 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 5.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.581 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.59 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 17| phi_s | 20.0 | 1.4 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -1.95 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 5.19 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -0.05 | 0.36 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.47 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.022 -0.017 -0.021 -0.005 0.000 -0.215 -0.066 -0.013 -0.078 -0.009 -0.007 -0.114 0.001 0.001 0.007 0.001 0.846 -0.022 -0.020 0.010 -0.020 -0.003 -0.026 | -| bplus_0 | 0.022 1.000 0.022 -0.002 0.023 0.002 -0.138 0.220 0.045 -0.050 0.014 -0.007 -0.132 0.001 -0.068 0.025 -0.004 -0.005 0.041 0.015 0.025 -0.069 0.007 -0.861 | -| p4040_s | -0.017 0.022 1.000 0.354 0.174 -0.001 0.048 0.035 0.086 0.116 -0.262 -0.022 0.004 0.007 -0.028 -0.159 0.017 -0.028 -0.010 -0.248 -0.134 0.002 -0.549 0.031 | -| Ctt | -0.021 -0.002 0.354 1.000 0.231 0.003 0.101 0.054 -0.186 0.704 -0.326 0.170 0.010 0.002 0.253 -0.218 0.063 -0.042 0.229 -0.076 -0.133 0.006 -0.419 -0.115 | -| p4415_s | -0.005 0.023 0.174 0.231 1.000 0.001 0.010 0.027 0.012 -0.043 0.006 0.012 -0.006 0.001 -0.036 -0.093 -0.002 -0.010 0.320 -0.156 -0.032 -0.003 -0.088 0.109 | -| Dbar_p | 0.000 0.002 -0.001 0.003 0.001 1.000 0.002 0.001 0.022 0.004 0.016 0.027 0.000 -0.001 0.051 0.039 0.009 -0.000 0.002 0.013 -0.001 0.000 0.024 0.000 | -| rho_p | -0.215 -0.138 0.048 0.101 0.010 0.002 1.000 0.191 0.015 0.264 0.008 -0.004 0.442 0.001 -0.108 -0.037 0.001 -0.149 0.063 0.053 -0.035 0.117 -0.011 0.120 | -| rho_s | -0.066 0.220 0.035 0.054 0.027 0.001 0.191 1.000 0.025 0.087 0.003 0.008 -0.253 -0.000 -0.028 0.001 -0.007 -0.081 0.045 0.019 0.054 -0.148 -0.007 -0.151 | -| p3770_s | -0.013 0.045 0.086 -0.186 0.012 0.022 0.015 0.025 1.000 -0.096 -0.048 -0.435 -0.005 0.018 -0.016 -0.230 0.029 -0.020 -0.001 -0.015 0.150 -0.002 0.002 0.068 | -| bplus_2 | -0.078 -0.050 0.116 0.704 -0.043 0.004 0.264 0.087 -0.096 1.000 -0.052 -0.020 0.060 0.009 0.096 -0.118 0.020 -0.124 0.162 0.199 -0.234 0.035 -0.069 -0.233 | -| p4040_p | -0.009 0.014 -0.262 -0.326 0.006 0.016 0.008 0.003 -0.048 -0.052 1.000 -0.219 0.001 0.019 -0.053 0.215 0.027 -0.012 0.309 0.149 0.097 0.000 0.218 -0.003 | -| psi2s_p | -0.007 -0.007 -0.022 0.170 0.012 0.027 -0.004 0.008 -0.435 -0.020 -0.219 1.000 -0.006 0.024 -0.022 0.007 0.032 -0.007 -0.098 -0.108 0.018 -0.004 -0.127 0.051 | -| omega_s | -0.114 -0.132 0.004 0.010 -0.006 0.000 0.442 -0.253 -0.005 0.060 0.001 -0.006 1.000 0.001 -0.044 -0.016 0.003 -0.055 0.005 0.011 -0.030 0.637 -0.002 0.107 | -| DDstar_s | 0.001 0.001 0.007 0.002 0.001 -0.001 0.001 -0.000 0.018 0.009 0.019 0.024 0.001 1.000 0.050 0.018 -0.002 0.000 0.008 0.025 0.025 0.001 0.031 -0.008 | -| jpsi_p | 0.001 -0.068 -0.028 0.253 -0.036 0.051 -0.108 -0.028 -0.016 0.096 -0.053 -0.022 -0.044 0.050 1.000 0.009 0.008 0.019 -0.034 0.010 0.251 -0.032 0.007 0.048 | -| p3770_p | 0.007 0.025 -0.159 -0.218 -0.093 0.039 -0.037 0.001 -0.230 -0.118 0.215 0.007 -0.016 0.018 0.009 1.000 -0.026 0.010 -0.039 0.109 0.312 -0.010 0.256 0.058 | -| Dbar_s | 0.001 -0.004 0.017 0.063 -0.002 0.009 0.001 -0.007 0.029 0.020 0.027 0.032 0.003 -0.002 0.008 -0.026 1.000 0.001 0.019 0.029 0.014 0.002 0.019 -0.036 | -| phi_s | 0.846 -0.005 -0.028 -0.042 -0.010 -0.000 -0.149 -0.081 -0.020 -0.124 -0.012 -0.007 -0.055 0.000 0.019 0.010 0.001 1.000 -0.038 -0.031 0.010 0.013 -0.001 -0.002 | -| p4160_s | -0.022 0.041 -0.010 0.229 0.320 0.002 0.063 0.045 -0.001 0.162 0.309 -0.098 0.005 0.008 -0.034 -0.039 0.019 -0.038 1.000 -0.169 -0.068 0.003 -0.129 0.010 | -| p4415_p | -0.020 0.015 -0.248 -0.076 -0.156 0.013 0.053 0.019 -0.015 0.199 0.149 -0.108 0.011 0.025 0.010 0.109 0.029 -0.031 -0.169 1.000 -0.010 0.006 0.317 -0.094 | -| DDstar_p | 0.010 0.025 -0.134 -0.133 -0.032 -0.001 -0.035 0.054 0.150 -0.234 0.097 0.018 -0.030 0.025 0.251 0.312 0.014 0.010 -0.068 -0.010 1.000 -0.016 0.214 0.359 | -| omega_p | -0.020 -0.069 0.002 0.006 -0.003 0.000 0.117 -0.148 -0.002 0.035 0.000 -0.004 0.637 0.001 -0.032 -0.010 0.002 0.013 0.003 0.006 -0.016 1.000 -0.002 0.056 | -| p4160_p | -0.003 0.007 -0.549 -0.419 -0.088 0.024 -0.011 -0.007 0.002 -0.069 0.218 -0.127 -0.002 0.031 0.007 0.256 0.019 -0.001 -0.129 0.317 0.214 -0.002 1.000 -0.016 | -| bplus_1 | -0.026 -0.861 0.031 -0.115 0.109 0.000 0.120 -0.151 0.068 -0.233 -0.003 0.051 0.107 -0.008 0.048 0.058 -0.036 -0.002 0.010 -0.094 0.359 0.056 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33865883963990306}), (, {'error': 0.02042195778162248}), (, {'error': 0.17448599755719246}), (, {'error': 0.20718537398476078}), (, {'error': 0.19472214334340865}), (, {'error': 0.059155951402196205}), (, {'error': 0.2730762554268815}), (, {'error': 0.3378792527842812}), (, {'error': 0.23391479569232843}), (, {'error': 0.08485868877927305}), (, {'error': 0.216178867392685}), (, {'error': 0.03135208647131904}), (, {'error': 1.1894742374948515}), (, {'error': 0.019173449514300445}), (, {'error': 0.025526896616872907}), (, {'error': 0.0937858370861182}), (, {'error': 0.039368919985403095}), (, {'error': 1.4390502928433673}), (, {'error': 0.16829795053526797}), (, {'error': 0.1695476125765647}), (, {'error': 0.29790682235194765}), (, {'error': 0.35588038872133243}), (, {'error': 0.10280279361696198}), (, {'error': 0.03854058155892681})]) -Toy 11/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 18 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1321 (1321 total) | -| EDM = 6.8E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297186.41060132143 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.22 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 2 | p4040_s | 0.005 | 0.024 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.76 | 0.19 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.95 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 5.24 | 0.32 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.20 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.23 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.888 | 0.030 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.613 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.62 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 17| phi_s | 17.7 | 1.1 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.24 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.06 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.87 | 0.08 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.024 -0.000 -0.004 0.001 0.003 -0.030 0.032 -0.001 0.004 0.000 -0.002 -0.040 0.000 -0.018 -0.002 0.000 0.590 0.000 -0.001 0.003 -0.002 -0.001 0.020 | -| bplus_0 | -0.024 1.000 -0.000 0.022 -0.018 -0.061 -0.041 -0.363 -0.028 -0.070 0.004 -0.045 0.141 0.004 0.093 0.032 0.003 0.097 -0.041 -0.052 -0.067 -0.009 -0.037 -0.932 | -| p4040_s | -0.000 -0.000 1.000 -0.019 -0.002 -0.000 0.000 0.000 -0.004 0.003 -0.229 -0.011 -0.000 0.001 -0.003 0.011 0.001 -0.000 0.016 0.009 0.007 0.000 0.018 0.000 | -| Ctt | -0.004 0.022 -0.019 1.000 0.182 -0.315 -0.041 0.009 -0.190 -0.711 0.003 0.192 -0.030 -0.007 0.216 -0.231 0.010 -0.047 0.338 0.078 -0.020 0.000 -0.252 0.104 | -| p4415_s | 0.001 -0.018 -0.002 0.182 1.000 0.047 -0.002 0.021 0.008 0.071 -0.006 0.046 -0.010 -0.004 0.001 -0.056 -0.003 -0.008 0.320 -0.110 -0.014 0.000 0.005 -0.060 | -| Dbar_p | 0.003 -0.061 -0.000 -0.315 0.047 1.000 -0.010 0.053 -0.013 0.062 0.005 -0.014 -0.028 0.003 0.272 0.351 0.028 -0.025 -0.034 -0.091 -0.151 0.001 0.006 -0.064 | -| rho_p | -0.030 -0.041 0.000 -0.041 -0.002 -0.010 1.000 -0.142 -0.007 0.109 0.001 -0.003 -0.123 0.000 0.030 0.004 -0.000 -0.041 -0.026 -0.024 0.007 -0.001 -0.006 0.040 | -| rho_s | 0.032 -0.363 0.000 0.009 0.021 0.053 -0.142 1.000 0.020 -0.014 -0.002 0.024 -0.411 -0.001 -0.021 0.006 -0.001 -0.023 0.034 0.021 0.080 0.036 0.016 0.309 | -| p3770_s | -0.001 -0.028 -0.004 -0.190 0.008 -0.013 -0.007 0.020 1.000 0.091 0.001 -0.456 -0.013 0.030 -0.031 -0.194 0.034 -0.017 0.029 -0.007 0.151 0.001 0.028 -0.036 | -| bplus_2 | 0.004 -0.070 0.003 -0.711 0.071 0.062 0.109 -0.014 0.091 1.000 0.002 -0.029 0.060 0.004 -0.145 0.108 0.001 0.100 -0.162 -0.250 0.244 0.001 -0.006 -0.142 | -| p4040_p | 0.000 0.004 -0.229 0.003 -0.006 0.005 0.001 -0.002 0.001 0.002 1.000 0.012 0.001 -0.002 0.006 -0.003 -0.001 0.001 -0.017 0.000 0.002 -0.000 0.010 -0.004 | -| psi2s_p | -0.002 -0.045 -0.011 0.192 0.046 -0.014 -0.003 0.024 -0.456 -0.029 0.012 1.000 -0.014 0.035 -0.034 -0.007 0.040 -0.015 0.001 -0.081 -0.024 0.001 -0.164 0.032 | -| omega_s | -0.040 0.141 -0.000 -0.030 -0.010 -0.028 -0.123 -0.411 -0.013 0.060 0.001 -0.014 1.000 0.000 0.012 -0.002 0.000 0.018 -0.028 -0.023 -0.029 -0.146 -0.011 -0.123 | -| DDstar_s | 0.000 0.004 0.001 -0.007 -0.004 0.003 0.000 -0.001 0.030 0.004 -0.002 0.035 0.000 1.000 0.065 0.030 -0.002 0.001 0.002 0.024 0.044 -0.000 0.056 -0.007 | -| jpsi_p | -0.018 0.093 -0.003 0.216 0.001 0.272 0.030 -0.021 -0.031 -0.145 0.006 -0.034 0.012 0.065 1.000 0.103 0.057 0.012 0.004 -0.020 0.129 0.002 -0.031 -0.108 | -| p3770_p | -0.002 0.032 0.011 -0.231 -0.056 0.351 0.004 0.006 -0.194 0.108 -0.003 -0.007 -0.002 0.030 0.103 1.000 0.039 0.000 -0.090 -0.001 0.214 0.000 0.163 -0.132 | -| Dbar_s | 0.000 0.003 0.001 0.010 -0.003 0.028 -0.000 -0.001 0.034 0.001 -0.001 0.040 0.000 -0.002 0.057 0.039 1.000 0.000 -0.003 0.013 0.004 -0.000 0.038 -0.002 | -| phi_s | 0.590 0.097 -0.000 -0.047 -0.008 -0.025 -0.041 -0.023 -0.017 0.100 0.001 -0.015 0.018 0.001 0.012 0.000 0.000 1.000 -0.036 -0.033 -0.013 -0.007 -0.015 -0.089 | -| p4160_s | 0.000 -0.041 0.016 0.338 0.320 -0.034 -0.026 0.034 0.029 -0.162 -0.017 0.001 -0.028 0.002 0.004 -0.090 -0.003 -0.036 1.000 -0.194 -0.056 0.001 -0.157 0.017 | -| p4415_p | -0.001 -0.052 0.009 0.078 -0.110 -0.091 -0.024 0.021 -0.007 -0.250 0.000 -0.081 -0.023 0.024 -0.020 -0.001 0.013 -0.033 -0.194 1.000 -0.098 0.000 0.205 0.125 | -| DDstar_p | 0.003 -0.067 0.007 -0.020 -0.014 -0.151 0.007 0.080 0.151 0.244 0.002 -0.024 -0.029 0.044 0.129 0.214 0.004 -0.013 -0.056 -0.098 1.000 0.002 0.100 -0.194 | -| omega_p | -0.002 -0.009 0.000 0.000 0.000 0.001 -0.001 0.036 0.001 0.001 -0.000 0.001 -0.146 -0.000 0.002 0.000 -0.000 -0.007 0.001 0.000 0.002 1.000 0.001 0.008 | -| p4160_p | -0.001 -0.037 0.018 -0.252 0.005 0.006 -0.006 0.016 0.028 -0.006 0.010 -0.164 -0.011 0.056 -0.031 0.163 0.038 -0.015 -0.157 0.205 0.100 0.001 1.000 0.035 | -| bplus_1 | 0.020 -0.932 0.000 0.104 -0.060 -0.064 0.040 0.309 -0.036 -0.142 -0.004 0.032 -0.123 -0.007 -0.108 -0.132 -0.002 -0.089 0.017 0.125 -0.194 0.008 0.035 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22839660964721986}), (, {'error': 0.0337365632641049}), (, {'error': 0.023924392204065427}), (, {'error': 0.19031358180904995}), (, {'error': 0.1913812443485876}), (, {'error': 0.3150396437334777}), (, {'error': 0.25584421049680817}), (, {'error': 0.3525201011162993}), (, {'error': 0.23468270944686642}), (, {'error': 0.08376893095172488}), (, {'error': 9.02678454878844}), (, {'error': 0.029883098533830754}), (, {'error': 0.9411549357327802}), (, {'error': 0.0266989117640673}), (, {'error': 0.024685746176575485}), (, {'error': 0.1024071045618089}), (, {'error': 0.023835476721778548}), (, {'error': 1.0572903502743465}), (, {'error': 0.15871485126036133}), (, {'error': 0.21610246837100133}), (, {'error': 0.3325489094351002}), (, {'error': 0.1349934502028871}), (, {'error': 0.08489559830773485}), (, {'error': 0.06442143060746153})]) -Toy 12/25 -Time taken: 1 h, 7 min -Projected time left: 1 h, 12 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1851 (1851 total) | -| EDM = 0.000147 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297342.387433805 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.436 | 0.022 | | | -2 | 2 | | -| 2 | p4040_s | 1.21 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -1.16 | 0.22 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.37 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 3.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -3.4 | 2.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.22 | 0.50 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.52 | 0.25 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.53 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | -3.29 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.85 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 7.7 | 1.6 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.75 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.66 | 0.12 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 17| phi_s | 16.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -1.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -0.78 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.026 -0.002 0.000 -0.001 0.003 -0.042 0.030 0.002 0.011 0.003 0.001 0.031 0.001 0.000 -0.000 0.000 0.188 0.000 0.003 0.005 0.006 -0.000 0.024 | -| bplus_0 | -0.026 1.000 0.026 -0.021 0.028 -0.028 0.576 -0.638 0.012 -0.285 -0.014 -0.016 -0.556 -0.009 0.014 0.015 -0.008 -0.158 -0.002 -0.027 -0.052 -0.066 0.000 -0.930 | -| p4040_s | -0.002 0.026 1.000 0.410 0.130 -0.140 0.017 -0.059 -0.075 0.194 -0.307 0.040 -0.040 0.008 -0.263 -0.219 0.008 -0.030 -0.017 -0.215 -0.166 -0.003 0.009 0.048 | -| Ctt | 0.000 -0.021 0.410 1.000 0.248 0.298 -0.075 -0.003 -0.197 0.726 -0.088 0.237 0.019 0.002 -0.369 -0.088 0.039 -0.049 -0.015 0.027 -0.212 0.006 -0.002 -0.099 | -| p4415_s | -0.001 0.028 0.130 0.248 1.000 0.000 0.014 -0.041 -0.019 0.046 0.093 0.044 -0.029 0.005 -0.079 -0.062 0.001 -0.023 -0.002 -0.103 0.010 -0.002 -0.005 0.052 | -| Dbar_p | 0.003 -0.028 -0.140 0.298 0.000 1.000 -0.059 0.066 0.315 0.021 0.269 0.305 0.056 -0.005 0.272 0.200 0.031 0.008 0.009 0.083 -0.156 0.007 -0.003 -0.060 | -| rho_p | -0.042 0.576 0.017 -0.075 0.014 -0.059 1.000 -0.730 -0.044 -0.354 -0.090 -0.050 -0.818 -0.012 -0.043 0.003 -0.007 -0.206 -0.003 -0.097 -0.104 -0.091 0.001 -0.510 | -| rho_s | 0.030 -0.638 -0.059 -0.003 -0.041 0.066 -0.730 1.000 0.046 0.216 0.079 0.043 0.807 0.015 0.061 0.020 0.011 0.188 0.004 0.065 0.127 0.091 -0.001 0.558 | -| p3770_s | 0.002 0.012 -0.075 -0.197 -0.019 0.315 -0.044 0.046 1.000 -0.132 0.273 -0.204 0.039 -0.008 0.356 -0.080 -0.001 -0.003 0.010 0.072 0.226 0.005 -0.002 -0.044 | -| bplus_2 | 0.011 -0.285 0.194 0.726 0.046 0.021 -0.354 0.216 -0.132 1.000 0.013 0.068 0.236 0.020 -0.272 -0.051 0.020 -0.045 -0.005 0.246 -0.020 0.036 -0.002 0.077 | -| p4040_p | 0.003 -0.014 -0.307 -0.088 0.093 0.269 -0.090 0.079 0.273 0.013 1.000 0.068 0.072 0.004 0.390 0.249 0.007 -0.007 0.006 0.100 0.455 0.010 -0.005 -0.085 | -| psi2s_p | 0.001 -0.016 0.040 0.237 0.044 0.305 -0.050 0.043 -0.204 0.068 0.068 1.000 0.039 0.003 0.261 0.135 0.005 -0.006 0.005 0.017 0.265 0.006 -0.001 -0.057 | -| omega_s | 0.031 -0.556 -0.040 0.019 -0.029 0.056 -0.818 0.807 0.039 0.236 0.072 0.039 1.000 0.013 0.045 0.009 0.009 0.198 0.003 0.067 0.105 0.193 -0.001 0.492 | -| DDstar_s | 0.001 -0.009 0.008 0.002 0.005 -0.005 -0.012 0.015 -0.008 0.020 0.004 0.003 0.013 1.000 -0.004 -0.023 -0.002 0.004 -0.000 0.013 0.017 0.001 -0.000 -0.024 | -| jpsi_p | 0.000 0.014 -0.263 -0.369 -0.079 0.272 -0.043 0.061 0.356 -0.272 0.390 0.261 0.045 -0.004 1.000 0.194 -0.028 -0.005 0.021 0.112 0.576 0.005 -0.003 -0.073 | -| p3770_p | -0.000 0.015 -0.219 -0.088 -0.062 0.200 0.003 0.020 -0.080 -0.051 0.249 0.135 0.009 -0.023 0.194 1.000 -0.049 0.008 0.012 0.129 0.162 -0.000 -0.003 -0.091 | -| Dbar_s | 0.000 -0.008 0.008 0.039 0.001 0.031 -0.007 0.011 -0.001 0.020 0.007 0.005 0.009 -0.002 -0.028 -0.049 1.000 0.005 -0.001 0.018 -0.012 0.001 -0.000 -0.021 | -| phi_s | 0.188 -0.158 -0.030 -0.049 -0.023 0.008 -0.206 0.188 -0.003 -0.045 -0.007 -0.006 0.198 0.004 -0.005 0.008 0.005 1.000 0.001 -0.015 0.020 0.029 0.000 0.145 | -| p4160_s | 0.000 -0.002 -0.017 -0.015 -0.002 0.009 -0.003 0.004 0.010 -0.005 0.006 0.005 0.003 -0.000 0.021 0.012 -0.001 0.001 1.000 0.013 0.020 0.000 -0.002 -0.005 | -| p4415_p | 0.003 -0.027 -0.215 0.027 -0.103 0.083 -0.097 0.065 0.072 0.246 0.100 0.017 0.067 0.013 0.112 0.129 0.018 -0.015 0.013 1.000 0.190 0.010 0.002 -0.102 | -| DDstar_p | 0.005 -0.052 -0.166 -0.212 0.010 -0.156 -0.104 0.127 0.226 -0.020 0.455 0.265 0.105 0.017 0.576 0.162 -0.012 0.020 0.020 0.190 1.000 0.013 -0.005 -0.135 | -| omega_p | 0.006 -0.066 -0.003 0.006 -0.002 0.007 -0.091 0.091 0.005 0.036 0.010 0.006 0.193 0.001 0.005 -0.000 0.001 0.029 0.000 0.010 0.013 1.000 -0.000 0.059 | -| p4160_p | -0.000 0.000 0.009 -0.002 -0.005 -0.003 0.001 -0.001 -0.002 -0.002 -0.005 -0.001 -0.001 -0.000 -0.003 -0.003 -0.000 0.000 -0.002 0.002 -0.005 -0.000 1.000 0.001 | -| bplus_1 | 0.024 -0.930 0.048 -0.099 0.052 -0.060 -0.510 0.558 -0.044 0.077 -0.085 -0.057 0.492 -0.024 -0.073 -0.091 -0.021 0.145 -0.005 -0.102 -0.135 0.059 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10653817388799514}), (, {'error': 0.0217179771462499}), (, {'error': 0.17593279308786747}), (, {'error': 0.22240942001505837}), (, {'error': 0.1874430474775399}), (, {'error': 0.36405107519945634}), (, {'error': 2.6109386178305503}), (, {'error': 0.5002176734022551}), (, {'error': 0.2503556192199534}), (, {'error': 0.08363154434380982}), (, {'error': 0.14919076220231542}), (, {'error': 0.035053914747602555}), (, {'error': 1.6276896850912457}), (, {'error': 0.01770904438919474}), (, {'error': 0.035678698291124356}), (, {'error': 0.11648264282104304}), (, {'error': 0.02330840494658601}), (, {'error': 0.8578080136966006}), (, {'error': 0.014026567483078956}), (, {'error': 0.5357259177734401}), (, {'error': 0.4333733676140139}), (, {'error': 0.1506444968313434}), (, {'error': 0.010152425090153905}), (, {'error': 0.0380664084987149})]) -Toy 13/25 -Time taken: 1 h, 13 min -Projected time left: 1 h, 8 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1325 (1325 total) | -| EDM = 3.45E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297419.75978322653 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.67 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.547 | 0.024 | | | -2 | 2 | | -| 2 | p4040_s | 0.97 | 0.16 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.60 | 0.21 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.126 | 0.023 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.71 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.60 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.77 | 0.28 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.06 | 0.22 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.16 | 0.10 | | | -2 | 2 | | -| 10| p4040_p | 4.05 | 0.19 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 5.5 | 1.5 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.594 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.60 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 17| phi_s | 19.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 1.87 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.07 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -1.08 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.009 -0.022 -0.021 -0.001 -0.006 -0.235 0.097 -0.010 -0.078 -0.003 -0.005 -0.104 0.001 0.018 0.006 0.000 0.667 -0.024 0.000 0.007 -0.035 0.003 -0.015 | -| bplus_0 | 0.009 1.000 0.012 -0.012 -0.000 0.036 0.052 0.188 0.039 -0.003 0.009 -0.010 -0.087 0.002 -0.050 0.040 0.002 -0.008 0.021 -0.000 0.045 -0.051 0.005 -0.838 | -| p4040_s | -0.022 0.012 1.000 0.326 -0.011 -0.147 0.066 -0.027 0.076 0.194 -0.204 -0.041 0.008 0.005 -0.021 -0.160 -0.002 -0.037 0.075 -0.001 -0.189 0.004 -0.525 -0.067 | -| Ctt | -0.021 -0.012 0.326 1.000 -0.005 -0.349 0.102 -0.049 -0.198 0.718 -0.319 0.213 0.010 -0.002 0.279 -0.205 0.000 -0.043 0.231 -0.005 -0.070 0.004 -0.380 -0.200 | -| p4415_s | -0.001 -0.000 -0.011 -0.005 1.000 -0.005 0.001 -0.001 0.001 0.008 0.008 -0.004 0.000 0.002 -0.001 0.003 0.001 -0.001 -0.012 -0.014 -0.001 0.000 0.014 -0.005 | -| Dbar_p | -0.006 0.036 -0.147 -0.349 -0.005 1.000 0.036 0.022 -0.104 -0.081 -0.091 -0.114 -0.010 0.008 0.079 0.254 0.025 -0.010 -0.134 0.003 -0.159 -0.007 -0.033 0.150 | -| rho_p | -0.235 0.052 0.066 0.102 0.001 0.036 1.000 0.133 0.019 0.258 -0.009 0.001 0.016 0.001 -0.094 -0.010 0.002 -0.167 0.076 -0.001 0.012 -0.048 -0.025 -0.017 | -| rho_s | 0.097 0.188 -0.027 -0.049 -0.001 0.022 0.133 1.000 0.006 -0.107 0.003 -0.002 -0.350 0.002 0.040 0.031 0.000 0.025 -0.029 0.000 0.066 -0.024 0.009 -0.120 | -| p3770_s | -0.010 0.039 0.076 -0.198 0.001 -0.104 0.019 0.006 1.000 -0.128 -0.010 -0.436 -0.004 0.033 -0.063 -0.218 0.025 -0.016 0.001 0.000 0.160 -0.003 0.031 0.056 | -| bplus_2 | -0.078 -0.003 0.194 0.718 0.008 -0.081 0.258 -0.107 -0.128 1.000 -0.105 0.030 0.035 -0.001 0.133 -0.134 0.003 -0.131 0.219 -0.002 -0.305 0.018 -0.125 -0.318 | -| p4040_p | -0.003 0.009 -0.204 -0.319 0.008 -0.091 -0.009 0.003 -0.010 -0.105 1.000 -0.201 -0.002 0.033 -0.100 0.166 0.019 -0.003 0.306 -0.003 0.126 -0.001 0.260 0.008 | -| psi2s_p | -0.005 -0.010 -0.041 0.213 -0.004 -0.114 0.001 -0.002 -0.436 0.030 -0.201 1.000 -0.002 0.029 -0.039 0.003 0.024 -0.006 -0.083 0.001 -0.050 -0.002 -0.125 -0.014 | -| omega_s | -0.104 -0.087 0.008 0.010 0.000 -0.010 0.016 -0.350 -0.004 0.035 -0.002 -0.002 1.000 -0.001 -0.035 -0.016 -0.000 -0.024 0.009 -0.000 -0.027 0.755 -0.004 0.063 | -| DDstar_s | 0.001 0.002 0.005 -0.002 0.002 0.008 0.001 0.002 0.033 -0.001 0.033 0.029 -0.001 1.000 0.072 0.034 -0.002 0.001 0.008 -0.001 0.043 -0.000 0.047 0.007 | -| jpsi_p | 0.018 -0.050 -0.021 0.279 -0.001 0.079 -0.094 0.040 -0.063 0.133 -0.100 -0.039 -0.035 0.072 1.000 -0.005 0.050 0.035 -0.032 0.002 0.108 -0.025 -0.059 0.011 | -| p3770_p | 0.006 0.040 -0.160 -0.205 0.003 0.254 -0.010 0.031 -0.218 -0.134 0.166 0.003 -0.016 0.034 -0.005 1.000 0.038 0.010 -0.074 0.002 0.266 -0.010 0.187 0.120 | -| Dbar_s | 0.000 0.002 -0.002 0.000 0.001 0.025 0.002 0.000 0.025 0.003 0.019 0.024 -0.000 -0.002 0.050 0.038 1.000 -0.000 0.001 -0.000 0.000 0.000 0.023 0.003 | -| phi_s | 0.667 -0.008 -0.037 -0.043 -0.001 -0.010 -0.167 0.025 -0.016 -0.131 -0.003 -0.006 -0.024 0.001 0.035 0.010 -0.000 1.000 -0.042 0.001 0.015 0.008 0.007 0.004 | -| p4160_s | -0.024 0.021 0.075 0.231 -0.012 -0.134 0.076 -0.029 0.001 0.219 0.306 -0.083 0.009 0.008 -0.032 -0.074 0.001 -0.042 1.000 -0.006 -0.135 0.004 -0.149 -0.075 | -| p4415_p | 0.000 -0.000 -0.001 -0.005 -0.014 0.003 -0.001 0.000 0.000 -0.002 -0.003 0.001 -0.000 -0.001 0.002 0.002 -0.000 0.001 -0.006 1.000 0.004 -0.000 -0.004 0.000 | -| DDstar_p | 0.007 0.045 -0.189 -0.070 -0.001 -0.159 0.012 0.066 0.160 -0.305 0.126 -0.050 -0.027 0.043 0.108 0.266 0.000 0.015 -0.135 0.004 1.000 -0.016 0.190 0.362 | -| omega_p | -0.035 -0.051 0.004 0.004 0.000 -0.007 -0.048 -0.024 -0.003 0.018 -0.001 -0.002 0.755 -0.000 -0.025 -0.010 0.000 0.008 0.004 -0.000 -0.016 1.000 -0.002 0.037 | -| p4160_p | 0.003 0.005 -0.525 -0.380 0.014 -0.033 -0.025 0.009 0.031 -0.125 0.260 -0.125 -0.004 0.047 -0.059 0.187 0.023 0.007 -0.149 -0.004 0.190 -0.002 1.000 0.015 | -| bplus_1 | -0.015 -0.838 -0.067 -0.200 -0.005 0.150 -0.017 -0.120 0.056 -0.318 0.008 -0.014 0.063 0.007 0.011 0.120 0.003 0.004 -0.075 0.000 0.362 0.037 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21882957289217675}), (, {'error': 0.023643108953995906}), (, {'error': 0.16381914966244876}), (, {'error': 0.2135750393438327}), (, {'error': 0.022918817743107125}), (, {'error': 0.3010153914663176}), (, {'error': 0.2174732347541095}), (, {'error': 0.27981719706359565}), (, {'error': 0.22347586649901308}), (, {'error': 0.1007812488918135}), (, {'error': 0.19374996099085173}), (, {'error': 0.03202345619192837}), (, {'error': 1.4767609091187968}), (, {'error': 0.024397672414454147}), (, {'error': 0.025389235313756586}), (, {'error': 0.10356100102738885}), (, {'error': 0.0165917514434685}), (, {'error': 1.0736809569200965}), (, {'error': 0.15501743988628858}), (, {'error': 0.12668217923733538}), (, {'error': 0.33741652953707213}), (, {'error': 0.3659437348409198}), (, {'error': 0.11556414653775526}), (, {'error': 0.05133363580460759})]) -Toy 14/25 -Time taken: 1 h, 19 min -Projected time left: 1 h, 2 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1280 (1280 total) | -| EDM = 4.96E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297043.85591538914 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 2 | p4040_s | 1.35 | 0.16 | | |0.00501244| 2.01499 | | -| 3 | Ctt | 0.07 | 0.22 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.28 | 0.18 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -5.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 6.21 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.20 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.16 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | -2.91 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.590 | 0.029 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.24 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 17| phi_s | 16.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.25 | 0.17 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 3.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.53 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.99 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.012 -0.001 0.007 -0.003 -0.006 -0.015 -0.012 0.000 -0.004 0.001 0.000 0.016 -0.001 -0.001 -0.004 -0.009 -0.354 -0.001 0.002 0.002 -0.000 0.000 -0.009 | -| bplus_0 | 0.012 1.000 -0.037 0.580 -0.217 -0.488 0.195 -0.370 0.075 -0.683 0.113 0.024 0.152 -0.113 -0.263 -0.297 -0.628 0.068 -0.002 0.278 -0.079 0.005 0.119 -0.904 | -| p4040_s | -0.001 -0.037 1.000 0.179 0.104 0.020 0.008 0.016 0.134 0.016 -0.154 0.037 -0.007 -0.047 0.019 -0.089 -0.081 -0.012 0.047 -0.161 -0.122 -0.000 -0.391 0.024 | -| Ctt | 0.007 0.580 0.179 1.000 0.026 -0.692 0.135 -0.222 0.083 -0.618 -0.038 0.168 0.089 0.089 -0.417 -0.394 -0.676 0.029 0.188 0.079 0.266 0.003 -0.176 -0.393 | -| p4415_s | -0.003 -0.217 0.104 0.026 1.000 0.103 -0.037 0.085 0.005 0.191 0.030 0.006 -0.036 -0.023 0.012 0.005 0.074 -0.021 0.229 -0.141 -0.029 -0.001 0.019 0.135 | -| Dbar_p | -0.006 -0.488 0.020 -0.692 0.103 1.000 -0.078 0.213 -0.257 0.244 -0.154 -0.080 -0.092 -0.192 0.235 0.376 0.696 -0.059 -0.054 -0.146 -0.487 -0.003 -0.009 0.254 | -| rho_p | -0.015 0.195 0.008 0.135 -0.037 -0.078 1.000 0.076 0.027 -0.264 0.034 0.004 0.288 -0.032 -0.042 -0.054 -0.111 0.064 0.024 0.076 -0.021 0.000 0.032 -0.193 | -| rho_s | -0.012 -0.370 0.016 -0.222 0.085 0.213 0.076 1.000 -0.036 0.215 -0.048 -0.010 -0.357 0.042 0.100 0.126 0.264 -0.020 0.003 -0.106 0.027 -0.012 -0.046 0.303 | -| p3770_s | 0.000 0.075 0.134 0.083 0.005 -0.257 0.027 -0.036 1.000 -0.020 0.075 -0.166 0.014 0.050 0.164 -0.201 -0.063 -0.002 0.062 0.094 -0.038 0.001 0.077 -0.032 | -| bplus_2 | -0.004 -0.683 0.016 -0.618 0.191 0.244 -0.264 0.215 -0.020 1.000 -0.087 -0.018 -0.084 0.128 0.242 0.165 0.412 0.033 -0.031 -0.288 0.115 -0.004 -0.121 0.530 | -| p4040_p | 0.001 0.113 -0.154 -0.038 0.030 -0.154 0.034 -0.048 0.075 -0.087 1.000 0.000 0.018 0.009 0.208 0.154 0.022 -0.000 0.298 0.234 -0.220 0.001 0.280 -0.058 | -| psi2s_p | 0.000 0.024 0.037 0.168 0.006 -0.080 0.004 -0.010 -0.166 -0.018 0.000 1.000 0.003 -0.027 0.206 0.067 0.068 0.000 -0.014 0.049 -0.174 0.000 0.070 -0.011 | -| omega_s | 0.016 0.152 -0.007 0.089 -0.036 -0.092 0.288 -0.357 0.014 -0.084 0.018 0.003 1.000 -0.017 -0.048 -0.056 -0.111 0.038 -0.003 0.042 -0.010 0.049 0.017 -0.126 | -| DDstar_s | -0.001 -0.113 -0.047 0.089 -0.023 -0.192 -0.032 0.042 0.050 0.128 0.009 -0.027 -0.017 1.000 -0.091 -0.032 -0.156 -0.002 -0.026 -0.047 0.245 -0.001 -0.017 0.074 | -| jpsi_p | -0.001 -0.263 0.019 -0.417 0.012 0.235 -0.042 0.100 0.164 0.242 0.208 0.206 -0.048 -0.091 1.000 0.285 0.452 -0.039 -0.021 0.123 -0.438 -0.001 0.300 0.198 | -| p3770_p | -0.004 -0.297 -0.089 -0.394 0.005 0.376 -0.054 0.126 -0.201 0.165 0.154 0.067 -0.056 -0.032 0.285 1.000 0.605 -0.035 -0.071 0.022 -0.155 -0.002 0.224 0.147 | -| Dbar_s | -0.009 -0.628 -0.081 -0.676 0.074 0.696 -0.111 0.264 -0.063 0.412 0.022 0.068 -0.111 -0.156 0.452 0.605 1.000 -0.063 -0.118 -0.133 -0.194 -0.003 0.148 0.360 | -| phi_s | -0.354 0.068 -0.012 0.029 -0.021 -0.059 0.064 -0.020 -0.002 0.033 -0.000 0.000 0.038 -0.002 -0.039 -0.035 -0.063 1.000 -0.016 0.007 -0.002 0.002 0.001 -0.047 | -| p4160_s | -0.001 -0.002 0.047 0.188 0.229 -0.054 0.024 0.003 0.062 -0.031 0.298 -0.014 -0.003 -0.026 -0.021 -0.071 -0.118 -0.016 1.000 -0.166 -0.087 0.000 -0.122 -0.001 | -| p4415_p | 0.002 0.278 -0.161 0.079 -0.141 -0.146 0.076 -0.106 0.094 -0.288 0.234 0.049 0.042 -0.047 0.123 0.022 -0.133 0.007 -0.166 1.000 -0.290 0.002 0.370 -0.170 | -| DDstar_p | 0.002 -0.079 -0.122 0.266 -0.029 -0.487 -0.021 0.027 -0.038 0.115 -0.220 -0.174 -0.010 0.245 -0.438 -0.155 -0.194 -0.002 -0.087 -0.290 1.000 -0.001 -0.349 0.052 | -| omega_p | -0.000 0.005 -0.000 0.003 -0.001 -0.003 0.000 -0.012 0.001 -0.004 0.001 0.000 0.049 -0.001 -0.001 -0.002 -0.003 0.002 0.000 0.002 -0.001 1.000 0.001 -0.005 | -| p4160_p | 0.000 0.119 -0.391 -0.176 0.019 -0.009 0.032 -0.046 0.077 -0.121 0.280 0.070 0.017 -0.017 0.300 0.224 0.148 0.001 -0.122 0.370 -0.349 0.001 1.000 -0.073 | -| bplus_1 | -0.009 -0.904 0.024 -0.393 0.135 0.254 -0.193 0.303 -0.032 0.530 -0.058 -0.011 -0.126 0.074 0.198 0.147 0.360 -0.047 -0.001 -0.170 0.052 -0.005 -0.073 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23355448238367238}), (, {'error': 0.03555569988613172}), (, {'error': 0.1577097185428823}), (, {'error': 0.21521380879321517}), (, {'error': 0.17551508279434558}), (, {'error': 0.6020773123255223}), (, {'error': 0.24674809698197553}), (, {'error': 0.334455469610991}), (, {'error': 0.23397165551707788}), (, {'error': 0.09314390228733305}), (, {'error': 0.13707630770322843}), (, {'error': 0.03188019780405771}), (, {'error': 0.9279123359559613}), (, {'error': 0.10198809656272853}), (, {'error': 0.02923824246502571}), (, {'error': 0.14551121353210927}), (, {'error': 0.5961995085313869}), (, {'error': 0.8851080126764144}), (, {'error': 0.15708423110880165}), (, {'error': 0.173477775510672}), (, {'error': 0.4718408207985272}), (, {'error': 0.40225291586162637}), (, {'error': 0.1031598224932877}), (, {'error': 0.04817429991137567})]) -Toy 15/25 -Time taken: 1 h, 24 min -Projected time left: 56 min, 30 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1539 (1539 total) | -| EDM = 2.7E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297255.51733373053 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.438 | 0.031 | | | -2 | 2 | | -| 2 | p4040_s | 0.78 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.68 | 0.21 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 5.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.08 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | -2.19 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.879 | 0.032 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 7.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.655 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 17| phi_s | 16.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.18 | 0.19 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.034 0.008 0.006 0.003 0.008 0.099 -0.004 0.002 -0.025 -0.001 -0.001 -0.019 0.001 -0.027 -0.005 0.001 0.453 0.009 0.005 0.003 -0.001 -0.004 0.026 | -| bplus_0 | -0.034 1.000 -0.041 0.035 -0.026 -0.046 -0.115 -0.397 -0.013 -0.156 -0.007 -0.008 0.199 -0.004 0.114 0.044 -0.000 0.099 -0.031 -0.009 -0.085 -0.005 0.021 -0.923 | -| p4040_s | 0.008 -0.041 1.000 0.334 0.201 -0.092 0.056 -0.011 0.118 -0.123 -0.187 0.009 -0.004 -0.011 0.030 -0.134 -0.006 -0.027 0.100 -0.153 -0.179 -0.000 -0.492 0.047 | -| Ctt | 0.006 0.035 0.334 1.000 0.201 -0.321 0.101 -0.062 -0.113 -0.657 -0.268 0.213 0.007 -0.007 0.249 -0.222 -0.003 -0.049 0.257 -0.006 -0.004 -0.001 -0.357 0.071 | -| p4415_s | 0.003 -0.026 0.201 0.201 1.000 0.042 0.020 0.021 0.019 0.089 -0.020 0.032 -0.012 -0.004 -0.004 -0.070 -0.001 -0.010 0.329 -0.175 -0.019 0.000 -0.104 -0.069 | -| Dbar_p | 0.008 -0.046 -0.092 -0.321 0.042 1.000 0.042 0.034 -0.084 0.059 -0.085 -0.037 -0.021 -0.010 0.202 0.285 0.027 -0.019 -0.069 -0.084 -0.198 0.000 -0.000 -0.080 | -| rho_p | 0.099 -0.115 0.056 0.101 0.020 0.042 1.000 0.084 0.020 -0.227 -0.003 -0.000 0.041 0.003 -0.086 -0.014 0.002 0.063 0.071 0.042 0.030 0.030 -0.020 0.084 | -| rho_s | -0.004 -0.397 -0.011 -0.062 0.021 0.034 0.084 1.000 -0.012 0.197 -0.013 -0.003 -0.526 0.008 0.002 -0.001 0.001 -0.050 -0.019 -0.042 0.094 -0.001 -0.024 0.339 | -| p3770_s | 0.002 -0.013 0.118 -0.113 0.019 -0.084 0.020 -0.012 1.000 0.040 -0.077 -0.405 0.001 0.029 -0.060 -0.299 0.028 -0.012 0.024 -0.001 -0.027 -0.000 -0.039 0.002 | -| bplus_2 | -0.025 -0.156 -0.123 -0.657 0.089 0.059 -0.227 0.197 0.040 1.000 -0.004 -0.056 -0.055 0.022 -0.224 0.053 0.004 0.085 -0.155 -0.246 0.261 0.003 -0.029 -0.069 | -| p4040_p | -0.001 -0.007 -0.187 -0.268 -0.020 -0.085 -0.003 -0.013 -0.077 -0.004 1.000 -0.189 0.006 0.024 -0.083 0.134 0.019 -0.001 0.311 0.180 -0.056 -0.000 0.246 0.061 | -| psi2s_p | -0.001 -0.008 0.009 0.213 0.032 -0.037 -0.000 -0.003 -0.405 -0.056 -0.189 1.000 -0.000 0.016 0.021 -0.044 0.027 -0.003 -0.046 -0.044 -0.196 0.000 -0.115 0.051 | -| omega_s | -0.019 0.199 -0.004 0.007 -0.012 -0.021 0.041 -0.526 0.001 -0.055 0.006 -0.000 1.000 -0.004 -0.000 0.001 -0.001 0.052 -0.003 0.011 -0.044 -0.149 0.012 -0.173 | -| DDstar_s | 0.001 -0.004 -0.011 -0.007 -0.004 -0.010 0.003 0.008 0.029 0.022 0.024 0.016 -0.004 1.000 0.050 0.041 -0.001 -0.001 -0.002 0.012 0.052 0.000 0.046 -0.021 | -| jpsi_p | -0.027 0.114 0.030 0.249 -0.004 0.202 -0.086 0.002 -0.060 -0.224 -0.083 0.021 -0.000 0.050 1.000 -0.016 0.052 0.021 0.006 0.035 -0.233 0.002 -0.038 -0.011 | -| p3770_p | -0.005 0.044 -0.134 -0.222 -0.070 0.285 -0.014 -0.001 -0.299 0.053 0.134 -0.044 0.001 0.041 -0.016 1.000 0.047 0.003 -0.054 0.035 0.080 0.000 0.155 -0.092 | -| Dbar_s | 0.001 -0.000 -0.006 -0.003 -0.001 0.027 0.002 0.001 0.028 0.004 0.019 0.027 -0.001 -0.001 0.052 0.047 1.000 -0.001 -0.002 0.010 0.012 -0.000 0.031 -0.007 | -| phi_s | 0.453 0.099 -0.027 -0.049 -0.010 -0.019 0.063 -0.050 -0.012 0.085 -0.001 -0.003 0.052 -0.001 0.021 0.003 -0.001 1.000 -0.033 -0.020 -0.015 -0.004 0.007 -0.090 | -| p4160_s | 0.009 -0.031 0.100 0.257 0.329 -0.069 0.071 -0.019 0.024 -0.155 0.311 -0.046 -0.003 -0.002 0.006 -0.054 -0.002 -0.033 1.000 -0.124 -0.105 -0.000 -0.133 0.025 | -| p4415_p | 0.005 -0.009 -0.153 -0.006 -0.175 -0.084 0.042 -0.042 -0.001 -0.246 0.180 -0.044 0.011 0.012 0.035 0.035 0.010 -0.020 -0.124 1.000 -0.222 -0.001 0.323 0.128 | -| DDstar_p | 0.003 -0.085 -0.179 -0.004 -0.019 -0.198 0.030 0.094 -0.027 0.261 -0.056 -0.196 -0.044 0.052 -0.233 0.080 0.012 -0.015 -0.105 -0.222 1.000 0.002 -0.106 -0.182 | -| omega_p | -0.001 -0.005 -0.000 -0.001 0.000 0.000 0.030 -0.001 -0.000 0.003 -0.000 0.000 -0.149 0.000 0.002 0.000 -0.000 -0.004 -0.000 -0.001 0.002 1.000 -0.000 0.004 | -| p4160_p | -0.004 0.021 -0.492 -0.357 -0.104 -0.000 -0.020 -0.024 -0.039 -0.029 0.246 -0.115 0.012 0.046 -0.038 0.155 0.031 0.007 -0.133 0.323 -0.106 -0.000 1.000 0.067 | -| bplus_1 | 0.026 -0.923 0.047 0.071 -0.069 -0.080 0.084 0.339 0.002 -0.069 0.061 0.051 -0.173 -0.021 -0.011 -0.092 -0.007 -0.090 0.025 0.128 -0.182 0.004 0.067 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1783134548227352}), (, {'error': 0.031173645771321312}), (, {'error': 0.17274790613576457}), (, {'error': 0.20575003150401538}), (, {'error': 0.1940600903417357}), (, {'error': 0.31762083397265073}), (, {'error': 0.3834924317800512}), (, {'error': 0.331241367353817}), (, {'error': 0.2342948284153583}), (, {'error': 0.08740833587940489}), (, {'error': 0.23977436819148856}), (, {'error': 0.031535474405425035}), (, {'error': 1.0171577402131633}), (, {'error': 0.029400936422502855}), (, {'error': 0.024584680281255267}), (, {'error': 0.09947638290869776}), (, {'error': 0.022307858924196344}), (, {'error': 0.9750394348861429}), (, {'error': 0.16785980444320314}), (, {'error': 0.18729764874458343}), (, {'error': 0.33991479677500536}), (, {'error': 0.15789989349837175}), (, {'error': 0.09696339539497645}), (, {'error': 0.06103541217986019})]) -Toy 16/25 -Time taken: 1 h, 31 min -Projected time left: 51 min, 9 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1337 (1337 total) | -| EDM = 0.000361 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297445.88396379474 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.47 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.390 | 0.004 | | | -2 | 2 | | -| 2 | p4040_s | 0.92 | 0.13 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.49 | 0.10 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 0.126 | 0.021 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 0.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.76 | 0.25 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.23 | 0.04 | | | -2 | 2 | | -| 10| p4040_p | -2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.29 | 0.51 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.64 | 0.07 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.72 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.53 | | | -0.3 | 0.3 | | -| 17| phi_s | 20.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 1.63 | 0.13 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -6.27 | 0.09 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 4.74 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.89 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.96 | 0.30 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.775 | 0.008 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.028 0.033 0.055 0.013 0.092 -0.052 0.161 0.086 0.066 0.089 0.087 -0.044 -0.097 0.092 0.076 -0.079 0.437 0.045 -0.004 -0.053 -0.005 0.092 -0.028 | -| bplus_0 | -0.028 1.000 -0.170 -0.143 -0.043 -0.360 -0.079 -0.031 -0.318 -0.287 -0.315 -0.317 0.009 0.341 -0.347 -0.274 0.215 0.013 -0.199 0.020 0.368 -0.009 -0.308 -0.130 | -| p4040_s | 0.033 -0.170 1.000 0.336 0.041 0.341 -0.002 0.025 0.350 0.176 0.289 0.314 0.006 -0.354 0.340 0.235 -0.330 0.021 0.024 -0.013 -0.076 0.009 0.263 -0.185 | -| Ctt | 0.055 -0.143 0.336 1.000 0.066 0.419 -0.026 0.065 0.449 0.021 0.453 0.535 0.007 -0.516 0.471 0.370 -0.474 0.046 0.322 -0.032 -0.327 0.012 0.445 -0.167 | -| p4415_s | 0.013 -0.043 0.041 0.066 1.000 0.126 -0.005 0.013 0.122 0.064 0.127 0.121 0.003 -0.135 0.131 0.105 -0.116 0.011 0.057 -0.038 -0.067 0.003 0.131 -0.050 | -| Dbar_p | 0.092 -0.360 0.341 0.419 0.126 1.000 -0.038 0.103 0.813 0.441 0.855 0.827 0.017 -0.945 0.894 0.707 -0.790 0.077 0.447 -0.041 -0.422 0.023 0.883 -0.410 | -| rho_p | -0.052 -0.079 -0.002 -0.026 -0.005 -0.038 1.000 -0.128 -0.035 -0.136 -0.037 -0.037 -0.156 0.044 -0.036 -0.038 0.045 -0.060 -0.005 0.001 0.010 -0.007 -0.042 -0.032 | -| rho_s | 0.161 -0.031 0.025 0.065 0.013 0.103 -0.128 1.000 0.086 0.189 0.090 0.090 -0.143 -0.103 0.093 0.087 -0.083 0.048 0.031 -0.004 -0.076 0.173 0.097 0.005 | -| p3770_s | 0.086 -0.318 0.350 0.449 0.122 0.813 -0.035 0.086 1.000 0.459 0.835 0.762 0.018 -0.896 0.876 0.641 -0.755 0.071 0.441 -0.040 -0.450 0.023 0.856 -0.366 | -| bplus_2 | 0.066 -0.287 0.176 0.021 0.064 0.441 -0.136 0.189 0.459 1.000 0.470 0.475 0.012 -0.516 0.506 0.374 -0.475 0.113 0.195 -0.023 -0.246 0.006 0.482 -0.312 | -| p4040_p | 0.089 -0.315 0.289 0.453 0.127 0.855 -0.037 0.090 0.835 0.470 1.000 0.823 0.020 -0.931 0.902 0.728 -0.798 0.075 0.517 -0.044 -0.456 0.024 0.879 -0.361 | -| psi2s_p | 0.087 -0.317 0.314 0.535 0.121 0.827 -0.037 0.090 0.762 0.475 0.823 1.000 0.019 -0.900 0.880 0.694 -0.759 0.074 0.412 -0.039 -0.423 0.023 0.855 -0.364 | -| omega_s | -0.044 0.009 0.006 0.007 0.003 0.017 -0.156 -0.143 0.018 0.012 0.020 0.019 1.000 -0.021 0.019 0.014 -0.021 0.006 0.009 -0.001 -0.001 0.540 0.020 -0.009 | -| DDstar_s | -0.097 0.341 -0.354 -0.516 -0.135 -0.945 0.044 -0.103 -0.896 -0.516 -0.931 -0.900 -0.021 1.000 -0.967 -0.757 0.854 -0.085 -0.486 0.044 0.485 -0.025 -0.952 0.393 | -| jpsi_p | 0.092 -0.347 0.340 0.471 0.131 0.894 -0.036 0.093 0.876 0.506 0.902 0.880 0.019 -0.967 1.000 0.735 -0.810 0.074 0.463 -0.042 -0.454 0.024 0.925 -0.393 | -| p3770_p | 0.076 -0.274 0.235 0.370 0.105 0.707 -0.038 0.087 0.641 0.374 0.728 0.694 0.014 -0.757 0.735 1.000 -0.572 0.065 0.367 -0.033 -0.415 0.018 0.741 -0.322 | -| Dbar_s | -0.079 0.215 -0.330 -0.474 -0.116 -0.790 0.045 -0.083 -0.755 -0.475 -0.798 -0.759 -0.021 0.854 -0.810 -0.572 1.000 -0.076 -0.451 0.040 0.519 -0.021 -0.805 0.259 | -| phi_s | 0.437 0.013 0.021 0.046 0.011 0.077 -0.060 0.048 0.071 0.113 0.075 0.074 0.006 -0.085 0.074 0.065 -0.076 1.000 0.028 -0.003 -0.037 0.012 0.081 -0.012 | -| p4160_s | 0.045 -0.199 0.024 0.322 0.057 0.447 -0.005 0.031 0.441 0.195 0.517 0.412 0.009 -0.486 0.463 0.367 -0.451 0.028 1.000 -0.029 -0.174 0.013 0.449 -0.218 | -| p4415_p | -0.004 0.020 -0.013 -0.032 -0.038 -0.041 0.001 -0.004 -0.040 -0.023 -0.044 -0.039 -0.001 0.044 -0.042 -0.033 0.040 -0.003 -0.029 1.000 0.011 -0.001 -0.046 0.022 | -| DDstar_p | -0.053 0.368 -0.076 -0.327 -0.067 -0.422 0.010 -0.076 -0.450 -0.246 -0.456 -0.423 -0.001 0.485 -0.454 -0.415 0.519 -0.037 -0.174 0.011 1.000 -0.010 -0.488 0.401 | -| omega_p | -0.005 -0.009 0.009 0.012 0.003 0.023 -0.007 0.173 0.023 0.006 0.024 0.023 0.540 -0.025 0.024 0.018 -0.021 0.012 0.013 -0.001 -0.010 1.000 0.024 -0.012 | -| p4160_p | 0.092 -0.308 0.263 0.445 0.131 0.883 -0.042 0.097 0.856 0.482 0.879 0.855 0.020 -0.952 0.925 0.741 -0.805 0.081 0.449 -0.046 -0.488 0.024 1.000 -0.357 | -| bplus_1 | -0.028 -0.130 -0.185 -0.167 -0.050 -0.410 -0.032 0.005 -0.366 -0.312 -0.361 -0.364 -0.009 0.393 -0.393 -0.322 0.259 -0.012 -0.218 0.022 0.401 -0.012 -0.357 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11926044246915701}), (, {'error': 0.0038878361081472468}), (, {'error': 0.1291466081962831}), (, {'error': 0.10197847587444275}), (, {'error': 0.02060393060228262}), (, {'error': 0.5802257636837598}), (, {'error': 0.41403990813477964}), (, {'error': 0.2510869028380458}), (, {'error': 0.3859548218496123}), (, {'error': 0.03919390562072511}), (, {'error': 0.3967526691010126}), (, {'error': 0.05427252645607705}), (, {'error': 1.0863266761033223}), (, {'error': 0.5105194390531016}), (, {'error': 0.07067384800585774}), (, {'error': 0.14121002850897924}), (, {'error': 0.5307494312191084}), (, {'error': 0.8109828788774127}), (, {'error': 0.13474884988298996}), (, {'error': 0.09207979071788186}), (, {'error': 0.16760805797438483}), (, {'error': 0.21670617854052354}), (, {'error': 0.29873431800714645}), (, {'error': 0.008032108400928717})]) -Toy 17/25 -Time taken: 1 h, 36 min -Projected time left: 45 min, 36 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2179 (2179 total) | -| EDM = 0.00368 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297178.0356622198 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.57 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | 0.525 | 0.018 | | | -2 | 2 | | -| 2 | p4040_s | 1.00 | 0.21 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.08 | 0.34 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.8 | 1.7 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.66 | 0.26 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.21 | 0.11 | | | -2 | 2 | | -| 10| p4040_p | -2.33 | 0.28 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 8.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.63 | 0.07 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.19 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.22 | 0.49 | | | -0.3 | 0.3 | | -| 17| phi_s | 18.9 | 1.2 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.23 | 0.19 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.31 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -2.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.04 | 0.20 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | -1.03 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.003 -0.017 -0.020 -0.005 -0.029 0.018 -0.012 0.010 -0.018 0.020 0.017 -0.025 -0.003 0.018 0.027 0.028 0.741 -0.013 0.013 -0.015 0.012 0.024 0.010 | -| bplus_0 | 0.003 1.000 -0.270 -0.299 -0.023 -0.374 -0.003 0.232 0.172 -0.328 0.238 0.136 -0.007 -0.003 0.273 0.384 0.396 -0.015 -0.193 0.005 0.197 0.062 0.249 -0.155 | -| p4040_s | -0.017 -0.270 1.000 0.580 0.268 0.576 0.000 -0.123 -0.163 0.437 -0.499 -0.260 -0.006 0.027 -0.448 -0.583 -0.600 -0.015 0.421 -0.215 -0.175 -0.040 -0.621 -0.444 | -| Ctt | -0.020 -0.299 0.580 1.000 0.254 0.850 -0.000 -0.122 -0.416 0.700 -0.711 -0.362 -0.010 0.087 -0.819 -0.783 -0.746 -0.011 0.464 -0.392 0.259 -0.045 -0.798 -0.479 | -| p4415_s | -0.005 -0.023 0.268 0.254 1.000 0.158 -0.000 -0.013 -0.049 0.044 -0.141 -0.054 -0.002 0.002 -0.155 -0.182 -0.185 -0.005 0.364 -0.173 -0.040 -0.006 -0.170 -0.041 | -| Dbar_p | -0.029 -0.374 0.576 0.850 0.158 1.000 0.006 -0.157 -0.427 0.531 -0.701 -0.527 0.001 0.111 -0.875 -0.922 -0.889 0.002 0.440 -0.384 0.252 -0.056 -0.817 -0.564 | -| rho_p | 0.018 -0.003 0.000 -0.000 -0.000 0.006 1.000 -0.032 -0.004 -0.013 -0.004 -0.003 -0.003 0.001 -0.004 -0.005 -0.005 0.012 -0.001 -0.004 0.000 0.000 -0.004 -0.005 | -| rho_s | -0.012 0.232 -0.123 -0.122 -0.013 -0.157 -0.032 1.000 0.058 -0.139 0.092 0.051 0.054 0.002 0.100 0.159 0.168 -0.032 -0.092 -0.013 0.101 0.412 0.096 0.088 | -| p3770_s | 0.010 0.172 -0.163 -0.416 -0.049 -0.427 -0.004 0.058 1.000 -0.262 0.308 0.107 -0.006 -0.039 0.493 0.341 0.483 -0.015 -0.158 0.238 -0.183 0.021 0.402 0.218 | -| bplus_2 | -0.018 -0.328 0.437 0.700 0.044 0.531 -0.013 -0.139 -0.262 1.000 -0.373 -0.209 -0.036 0.011 -0.466 -0.525 -0.577 -0.068 0.374 0.025 -0.184 -0.048 -0.395 -0.582 | -| p4040_p | 0.020 0.238 -0.499 -0.711 -0.141 -0.701 -0.004 0.092 0.308 -0.373 1.000 0.363 -0.001 -0.062 0.700 0.717 0.722 -0.005 -0.140 0.458 -0.233 0.035 0.749 0.338 | -| psi2s_p | 0.017 0.136 -0.260 -0.362 -0.054 -0.527 -0.003 0.051 0.107 -0.209 0.363 1.000 -0.001 -0.072 0.591 0.507 0.529 -0.006 -0.212 0.312 -0.367 0.023 0.487 0.192 | -| omega_s | -0.025 -0.007 -0.006 -0.010 -0.002 0.001 -0.003 0.054 -0.006 -0.036 -0.001 -0.001 1.000 -0.000 -0.007 -0.002 0.000 0.025 -0.009 -0.004 -0.008 0.783 0.000 -0.003 | -| DDstar_s | -0.003 -0.003 0.027 0.087 0.002 0.111 0.001 0.002 -0.039 0.011 -0.062 -0.072 -0.000 1.000 -0.104 -0.078 -0.088 0.001 0.020 -0.063 0.110 -0.002 -0.078 0.003 | -| jpsi_p | 0.018 0.273 -0.448 -0.819 -0.155 -0.875 -0.004 0.100 0.493 -0.466 0.700 0.591 -0.007 -0.104 1.000 0.818 0.826 -0.016 -0.352 0.496 -0.449 0.036 0.826 0.389 | -| p3770_p | 0.027 0.384 -0.583 -0.783 -0.182 -0.922 -0.005 0.159 0.341 -0.525 0.717 0.507 -0.002 -0.078 0.818 1.000 0.919 -0.002 -0.439 0.362 -0.110 0.054 0.802 0.567 | -| Dbar_s | 0.028 0.396 -0.600 -0.746 -0.185 -0.889 -0.005 0.168 0.483 -0.577 0.722 0.529 0.000 -0.088 0.826 0.919 1.000 0.001 -0.458 0.331 -0.010 0.058 0.800 0.608 | -| phi_s | 0.741 -0.015 -0.015 -0.011 -0.005 0.002 0.012 -0.032 -0.015 -0.068 -0.005 -0.006 0.025 0.001 -0.016 -0.002 0.001 1.000 -0.019 -0.016 0.002 0.036 -0.004 0.002 | -| p4160_s | -0.013 -0.193 0.421 0.464 0.364 0.440 -0.001 -0.092 -0.158 0.374 -0.140 -0.212 -0.009 0.020 -0.352 -0.439 -0.458 -0.019 1.000 -0.191 -0.145 -0.030 -0.397 -0.341 | -| p4415_p | 0.013 0.005 -0.215 -0.392 -0.173 -0.384 -0.004 -0.013 0.238 0.025 0.458 0.312 -0.004 -0.063 0.496 0.362 0.331 -0.016 -0.191 1.000 -0.534 0.005 0.562 -0.049 | -| DDstar_p | -0.015 0.197 -0.175 0.259 -0.040 0.252 0.000 0.101 -0.183 -0.184 -0.233 -0.367 -0.008 0.110 -0.449 -0.110 -0.010 0.002 -0.145 -0.534 1.000 0.013 -0.348 0.337 | -| omega_p | 0.012 0.062 -0.040 -0.045 -0.006 -0.056 0.000 0.412 0.021 -0.048 0.035 0.023 0.783 -0.002 0.036 0.054 0.058 0.036 -0.030 0.005 0.013 1.000 0.039 0.026 | -| p4160_p | 0.024 0.249 -0.621 -0.798 -0.170 -0.817 -0.004 0.096 0.402 -0.395 0.749 0.487 0.000 -0.078 0.826 0.802 0.800 -0.004 -0.397 0.562 -0.348 0.039 1.000 0.353 | -| bplus_1 | 0.010 -0.155 -0.444 -0.479 -0.041 -0.564 -0.005 0.088 0.218 -0.582 0.338 0.192 -0.003 0.003 0.389 0.567 0.608 0.002 -0.341 -0.049 0.337 0.026 0.353 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.25375005500418446}), (, {'error': 0.017928813686299172}), (, {'error': 0.21332202203010114}), (, {'error': 0.33963092944186624}), (, {'error': 0.18769530645045507}), (, {'error': 1.6927851993828327}), (, {'error': 0.3213147812280681}), (, {'error': 0.3295770149932361}), (, {'error': 0.2644309537252454}), (, {'error': 0.10615745672461852}), (, {'error': 0.28072544777258046}), (, {'error': 0.04133453509335272}), (, {'error': 1.3463601062513044}), (, {'error': 0.3870401381573447}), (, {'error': 0.07068522460657212}), (, {'error': 0.3095726346548098}), (, {'error': 0.48503000516680916}), (, {'error': 1.1609586256594842}), (, {'error': 0.18604768089713786}), (, {'error': 0.20256888795957662}), (, {'error': 0.7401339260649045}), (, {'error': 0.34487746392304874}), (, {'error': 0.2002781680416792}), (, {'error': 0.047056220448916775})]) -Toy 18/25 -Time taken: 1 h, 44 min -Projected time left: 40 min, 36 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.993E+05 | Ncalls=556 (567 total) | -| EDM = 2.66E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299339.9470559847 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -1.114 | 0.010 | | | -2 | 2 | | -| 2 | p4040_s | 1.710E-2 | 0.031E-2 | | |0.00501244| 2.01499 | | -| 3 | Ctt | 1.489 | 0.000 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 2.083 | 0.002 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 4.77 | 0.07 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 0.624E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.407E-1 | 0.010E-1 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 1.356 | 0.002 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 1.990 | 0.001 | | | -2 | 2 | | -| 10| p4040_p | 0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 2.685 | 0.003 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 8.689 | 0.004 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.976E-1 | 0.011E-1 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 0.7 | 9.2 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 1.75 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -2.426E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 17| phi_s | 20.644 | 0.008 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 0.359E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 5.245 | 0.010 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 0.618E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 3.35 | 0.05 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.039 | 0.018 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 1.783 | 0.009 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.026 -0.001 0.010 0.012 -0.025 0.000 0.004 -0.009 0.018 -0.000 0.005 -0.002 0.022 -0.026 0.025 0.004 -0.002 0.009 0.020 0.002 -0.017 0.025 0.025 | -| bplus_0 | 0.026 1.000 -0.037 0.396 0.481 -0.989 0.017 0.148 -0.370 0.712 -0.006 0.184 -0.069 0.861 -0.998 0.987 0.170 -0.074 0.369 0.765 0.096 -0.652 0.979 0.994 | -| p4040_s | -0.001 -0.037 1.000 -0.015 -0.018 0.036 -0.001 -0.005 0.014 -0.026 0.000 -0.007 0.003 -0.032 0.037 -0.036 -0.006 0.003 -0.014 -0.028 -0.004 0.024 -0.036 -0.037 | -| Ctt | 0.010 0.396 -0.015 1.000 0.191 -0.393 0.007 0.059 -0.147 0.283 -0.003 0.073 -0.028 0.342 -0.397 0.392 0.067 -0.029 0.147 0.304 0.038 -0.259 0.389 0.395 | -| p4415_s | 0.012 0.481 -0.018 0.191 1.000 -0.478 0.008 0.072 -0.179 0.344 -0.003 0.089 -0.033 0.416 -0.482 0.477 0.082 -0.036 0.178 0.369 0.047 -0.315 0.473 0.480 | -| Dbar_p | -0.025 -0.989 0.036 -0.393 -0.478 1.000 -0.017 -0.147 0.368 -0.707 0.006 -0.183 0.069 -0.855 0.991 -0.980 -0.169 0.073 -0.366 -0.760 -0.096 0.647 -0.972 -0.987 | -| rho_p | 0.000 0.017 -0.001 0.007 0.008 -0.017 1.000 0.003 -0.006 0.012 -0.000 0.003 -0.001 0.015 -0.017 0.017 0.003 -0.001 0.006 0.013 0.002 -0.011 0.017 0.017 | -| rho_s | 0.004 0.148 -0.005 0.059 0.072 -0.147 0.003 1.000 -0.055 0.106 -0.001 0.027 -0.010 0.128 -0.148 0.147 0.025 -0.011 0.055 0.114 0.014 -0.097 0.146 0.148 | -| p3770_s | -0.009 -0.370 0.014 -0.147 -0.179 0.368 -0.006 -0.055 1.000 -0.265 0.002 -0.068 0.026 -0.320 0.371 -0.367 -0.063 0.027 -0.137 -0.284 -0.036 0.242 -0.364 -0.369 | -| bplus_2 | 0.018 0.712 -0.026 0.283 0.344 -0.707 0.012 0.106 -0.265 1.000 -0.005 0.132 -0.049 0.615 -0.713 0.705 0.121 -0.053 0.264 0.547 0.069 -0.466 0.700 0.710 | -| p4040_p | -0.000 -0.006 0.000 -0.003 -0.003 0.006 -0.000 -0.001 0.002 -0.005 1.000 -0.001 0.000 -0.006 0.006 -0.006 -0.001 0.000 -0.002 -0.005 -0.001 0.004 -0.006 -0.006 | -| psi2s_p | 0.005 0.184 -0.007 0.073 0.089 -0.183 0.003 0.027 -0.068 0.132 -0.001 1.000 -0.013 0.159 -0.184 0.182 0.031 -0.014 0.068 0.141 0.018 -0.120 0.181 0.184 | -| omega_s | -0.002 -0.069 0.003 -0.028 -0.033 0.069 -0.001 -0.010 0.026 -0.049 0.000 -0.013 1.000 -0.060 0.069 -0.069 -0.012 0.005 -0.026 -0.053 -0.007 0.045 -0.068 -0.069 | -| DDstar_s | 0.022 0.861 -0.032 0.342 0.416 -0.855 0.015 0.128 -0.320 0.615 -0.006 0.159 -0.060 1.000 -0.862 0.852 0.147 -0.064 0.319 0.661 0.083 -0.563 0.846 0.859 | -| jpsi_p | -0.026 -0.998 0.037 -0.397 -0.482 0.991 -0.017 -0.148 0.371 -0.713 0.006 -0.184 0.069 -0.862 1.000 -0.989 -0.170 0.074 -0.370 -0.767 -0.097 0.653 -0.981 -0.996 | -| p3770_p | 0.025 0.987 -0.036 0.392 0.477 -0.980 0.017 0.147 -0.367 0.705 -0.006 0.182 -0.069 0.852 -0.989 1.000 0.168 -0.073 0.365 0.758 0.096 -0.646 0.970 0.984 | -| Dbar_s | 0.004 0.170 -0.006 0.067 0.082 -0.169 0.003 0.025 -0.063 0.121 -0.001 0.031 -0.012 0.147 -0.170 0.168 1.000 -0.013 0.063 0.130 0.016 -0.111 0.167 0.169 | -| phi_s | -0.002 -0.074 0.003 -0.029 -0.036 0.073 -0.001 -0.011 0.027 -0.053 0.000 -0.014 0.005 -0.064 0.074 -0.073 -0.013 1.000 -0.027 -0.057 -0.007 0.048 -0.072 -0.073 | -| p4160_s | 0.009 0.369 -0.014 0.147 0.178 -0.366 0.006 0.055 -0.137 0.264 -0.002 0.068 -0.026 0.319 -0.370 0.365 0.063 -0.027 1.000 0.283 0.036 -0.241 0.363 0.368 | -| p4415_p | 0.020 0.765 -0.028 0.304 0.369 -0.760 0.013 0.114 -0.284 0.547 -0.005 0.141 -0.053 0.661 -0.767 0.758 0.130 -0.057 0.283 1.000 0.074 -0.501 0.752 0.763 | -| DDstar_p | 0.002 0.096 -0.004 0.038 0.047 -0.096 0.002 0.014 -0.036 0.069 -0.001 0.018 -0.007 0.083 -0.097 0.096 0.016 -0.007 0.036 0.074 1.000 -0.063 0.095 0.096 | -| omega_p | -0.017 -0.652 0.024 -0.259 -0.315 0.647 -0.011 -0.097 0.242 -0.466 0.004 -0.120 0.045 -0.563 0.653 -0.646 -0.111 0.048 -0.241 -0.501 -0.063 1.000 -0.641 -0.650 | -| p4160_p | 0.025 0.979 -0.036 0.389 0.473 -0.972 0.017 0.146 -0.364 0.700 -0.006 0.181 -0.068 0.846 -0.981 0.970 0.167 -0.072 0.363 0.752 0.095 -0.641 1.000 0.977 | -| bplus_1 | 0.025 0.994 -0.037 0.395 0.480 -0.987 0.017 0.148 -0.369 0.710 -0.006 0.184 -0.069 0.859 -0.996 0.984 0.169 -0.073 0.368 0.763 0.096 -0.650 0.977 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.00030820564536915285}), (, {'error': 0.01008358774343554}), (, {'error': 0.00031348589818924744}), (, {'error': 0.0004216262771639112}), (, {'error': 0.0016927454821356047}), (, {'error': 0.0688795589798783}), (, {'error': 0.0014909235501976426}), (, {'error': 0.0009930968907772564}), (, {'error': 0.0023592985569158564}), (, {'error': 0.000636953812704677}), (, {'error': 0.0006517270872512526}), (, {'error': 0.0029120507817186336}), (, {'error': 0.003721531298847225}), (, {'error': 0.001139844111545385}), (, {'error': 9.171320545773147}), (, {'error': 0.09437706478633023}), (, {'error': 0.0003727111948600842}), (, {'error': 0.008460761721527987}), (, {'error': 0.001127492824405607}), (, {'error': 0.010008965710373019}), (, {'error': 0.002263411344701538}), (, {'error': 0.046361401496747945}), (, {'error': 0.018296746719205892}), (, {'error': 0.009116570863497264})]) -Toy 19/25 -Time taken: 1 h, 48 min -Projected time left: 34 min, 18 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.981E+05 | Ncalls=493 (504 total) | -| EDM = 4.08E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298077.81296000426 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.963 | 0.013 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.794 | 0.006 | | | -2 | 2 | | -| 2 | p4040_s | 1.547 | 0.008 | | |0.00501244| 2.01499 | | -| 3 | Ctt | 1.184 | 0.006 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.872 | 0.006 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 4.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | 4.614 | 0.020 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 0.476 | 0.005 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.723 | 0.025 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | -0.38 | 0.03 | | | -2 | 2 | | -| 10| p4040_p | 6.05 | 0.31 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 2.58 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.436 | 0.015 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.033 | 0.004 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.255 | 0.006 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 5 | 7 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -2.545E-1 | 0.012E-1 | | | -0.3 | 0.3 | | -| 17| phi_s | 19.567 | 0.025 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.922 | 0.007 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 2.05 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -3.23 | 0.04 | | |-6.28319 | 6.28319 | | -| 21| omega_p | -4.992 | 0.014 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 3.482 | 0.021 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 1.634 | 0.012 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.023 -0.017 -0.013 0.006 0.023 -0.004 0.004 -0.021 -0.022 0.023 -0.022 -0.000 0.020 -0.019 -0.023 0.015 0.003 0.006 0.020 0.012 0.002 -0.021 -0.023 | -| bplus_0 | -0.023 1.000 0.757 0.577 -0.278 -0.987 0.180 -0.140 0.928 0.967 -0.984 0.964 0.002 -0.886 0.845 0.990 -0.636 -0.062 -0.250 -0.866 -0.530 -0.071 0.926 0.979 | -| p4040_s | -0.017 0.757 1.000 0.445 -0.215 -0.763 0.140 -0.108 0.717 0.747 -0.761 0.745 0.001 -0.685 0.653 0.765 -0.492 -0.048 -0.192 -0.668 -0.410 -0.055 0.716 0.757 | -| Ctt | -0.013 0.577 0.445 1.000 -0.164 -0.581 0.106 -0.082 0.546 0.569 -0.580 0.568 0.001 -0.522 0.497 0.583 -0.375 -0.037 -0.146 -0.508 -0.312 -0.042 0.545 0.577 | -| p4415_s | 0.006 -0.278 -0.215 -0.164 1.000 0.280 -0.051 0.040 -0.263 -0.274 0.279 -0.274 -0.001 0.251 -0.240 -0.281 0.181 0.018 0.071 0.248 0.150 0.020 -0.263 -0.278 | -| Dbar_p | 0.023 -0.987 -0.763 -0.581 0.280 1.000 -0.182 0.141 -0.935 -0.974 0.992 -0.971 -0.002 0.893 -0.851 -0.997 0.641 0.063 0.252 0.872 0.534 0.071 -0.933 -0.987 | -| rho_p | -0.004 0.180 0.140 0.106 -0.051 -0.182 1.000 -0.023 0.171 0.178 -0.181 0.178 0.000 -0.163 0.156 0.182 -0.117 -0.012 -0.046 -0.160 -0.098 -0.011 0.171 0.180 | -| rho_s | 0.004 -0.140 -0.108 -0.082 0.040 0.141 -0.023 1.000 -0.132 -0.138 0.140 -0.137 -0.000 0.126 -0.120 -0.141 0.091 0.009 0.036 0.123 0.076 0.010 -0.132 -0.140 | -| p3770_s | -0.021 0.928 0.717 0.546 -0.263 -0.935 0.171 -0.132 1.000 0.916 -0.933 0.913 0.002 -0.839 0.800 0.937 -0.603 -0.059 -0.237 -0.820 -0.502 -0.067 0.878 0.928 | -| bplus_2 | -0.022 0.967 0.747 0.569 -0.274 -0.974 0.178 -0.138 0.916 1.000 -0.972 0.952 0.002 -0.875 0.834 0.977 -0.628 -0.062 -0.247 -0.854 -0.524 -0.070 0.914 0.967 | -| p4040_p | 0.023 -0.984 -0.761 -0.580 0.279 0.992 -0.181 0.140 -0.933 -0.972 1.000 -0.969 -0.002 0.890 -0.849 -0.995 0.640 0.063 0.251 0.869 0.533 0.071 -0.931 -0.984 | -| psi2s_p | -0.022 0.964 0.745 0.568 -0.274 -0.971 0.178 -0.137 0.913 0.952 -0.969 1.000 0.002 -0.872 0.831 0.974 -0.626 -0.061 -0.246 -0.852 -0.522 -0.070 0.912 0.964 | -| omega_s | -0.000 0.002 0.001 0.001 -0.001 -0.002 0.000 -0.000 0.002 0.002 -0.002 0.002 1.000 -0.002 0.002 0.002 -0.001 -0.000 -0.000 -0.002 -0.001 -0.001 0.002 0.002 | -| DDstar_s | 0.020 -0.886 -0.685 -0.522 0.251 0.893 -0.163 0.126 -0.839 -0.875 0.890 -0.872 -0.002 1.000 -0.764 -0.895 0.576 0.056 0.226 0.784 0.482 0.064 -0.838 -0.886 | -| jpsi_p | -0.019 0.845 0.653 0.497 -0.240 -0.851 0.156 -0.120 0.800 0.834 -0.849 0.831 0.002 -0.764 1.000 0.854 -0.549 -0.054 -0.216 -0.747 -0.457 -0.061 0.799 0.844 | -| p3770_p | -0.023 0.990 0.765 0.583 -0.281 -0.997 0.182 -0.141 0.937 0.977 -0.995 0.974 0.002 -0.895 0.854 1.000 -0.643 -0.063 -0.252 -0.874 -0.536 -0.072 0.936 0.989 | -| Dbar_s | 0.015 -0.636 -0.492 -0.375 0.181 0.641 -0.117 0.091 -0.603 -0.628 0.640 -0.626 -0.001 0.576 -0.549 -0.643 1.000 0.041 0.163 0.563 0.345 0.046 -0.602 -0.636 | -| phi_s | 0.003 -0.062 -0.048 -0.037 0.018 0.063 -0.012 0.009 -0.059 -0.062 0.063 -0.061 -0.000 0.056 -0.054 -0.063 0.041 1.000 0.016 0.055 0.034 0.005 -0.059 -0.062 | -| p4160_s | 0.006 -0.250 -0.192 -0.146 0.071 0.252 -0.046 0.036 -0.237 -0.247 0.251 -0.246 -0.000 0.226 -0.216 -0.252 0.163 0.016 1.000 0.221 0.135 0.018 -0.236 -0.250 | -| p4415_p | 0.020 -0.866 -0.668 -0.508 0.248 0.872 -0.160 0.123 -0.820 -0.854 0.869 -0.852 -0.002 0.784 -0.747 -0.874 0.563 0.055 0.221 1.000 0.468 0.063 -0.817 -0.866 | -| DDstar_p | 0.012 -0.530 -0.410 -0.312 0.150 0.534 -0.098 0.076 -0.502 -0.524 0.533 -0.522 -0.001 0.482 -0.457 -0.536 0.345 0.034 0.135 0.468 1.000 0.038 -0.501 -0.530 | -| omega_p | 0.002 -0.071 -0.055 -0.042 0.020 0.071 -0.011 0.010 -0.067 -0.070 0.071 -0.070 -0.001 0.064 -0.061 -0.072 0.046 0.005 0.018 0.063 0.038 1.000 -0.067 -0.071 | -| p4160_p | -0.021 0.926 0.716 0.545 -0.263 -0.933 0.171 -0.132 0.878 0.914 -0.931 0.912 0.002 -0.838 0.799 0.936 -0.602 -0.059 -0.236 -0.817 -0.501 -0.067 1.000 0.926 | -| bplus_1 | -0.023 0.979 0.757 0.577 -0.278 -0.987 0.180 -0.140 0.928 0.967 -0.984 0.964 0.002 -0.886 0.844 0.989 -0.636 -0.062 -0.250 -0.866 -0.530 -0.071 0.926 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.013423839420414918}), (, {'error': 0.006046668840558156}), (, {'error': 0.007808232375942414}), (, {'error': 0.006296506668500346}), (, {'error': 0.005561361988048685}), (, {'error': 0.5288398477640079}), (, {'error': 0.020376876058926463}), (, {'error': 0.004934081920204864}), (, {'error': 0.024977443636361008}), (, {'error': 0.03218621619575923}), (, {'error': 0.31438816106836587}), (, {'error': 0.03168208104879877}), (, {'error': 0.014878051381040258}), (, {'error': 0.0036552799034088868}), (, {'error': 0.005628543903693828}), (, {'error': 6.838101505208258}), (, {'error': 0.001213766718825754}), (, {'error': 0.024542720350513747}), (, {'error': 0.0071705616285449025}), (, {'error': 0.06341675386023926}), (, {'error': 0.035347570324089084}), (, {'error': 0.014215578572780885}), (, {'error': 0.021331774076271515}), (, {'error': 0.011688174229654624})]) -Toy 20/25 -Time taken: 1 h, 52 min -Projected time left: 28 min, 10 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1806 (1806 total) | -| EDM = 3.35E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297115.9514362667 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -0.31 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.49 | 0.04 | | | -2 | 2 | | -| 2 | p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.67 | 0.20 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.05 | 0.20 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.42 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.49 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.21 | 0.10 | | | -2 | 2 | | -| 10| p4040_p | -2.07 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.883 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.690 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.96 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 17| phi_s | 17.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.32 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.27 | 0.20 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.88 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.029 0.009 0.008 0.004 0.001 0.127 0.030 0.003 -0.027 -0.000 -0.001 -0.014 0.001 -0.036 -0.008 -0.001 0.621 0.010 0.006 0.005 -0.005 -0.002 0.022 | -| bplus_0 | -0.029 1.000 -0.040 0.044 -0.044 -0.001 0.031 -0.357 -0.028 -0.169 -0.010 -0.017 0.180 -0.007 0.100 0.033 0.021 0.077 -0.035 0.007 -0.173 -0.011 0.009 -0.932 | -| p4040_s | 0.009 -0.040 1.000 0.348 0.195 -0.007 0.064 0.009 0.084 -0.149 -0.220 -0.015 -0.002 -0.006 -0.001 -0.148 0.021 -0.023 0.193 -0.178 -0.176 -0.001 -0.518 0.039 | -| Ctt | 0.008 0.044 0.348 1.000 0.230 -0.008 0.123 -0.023 -0.160 -0.696 -0.319 0.216 0.012 -0.017 0.302 -0.187 0.087 -0.040 0.304 -0.019 -0.095 -0.002 -0.346 0.035 | -| p4415_s | 0.004 -0.044 0.195 0.230 1.000 -0.002 0.017 0.025 0.014 0.048 -0.013 0.029 -0.011 -0.004 -0.022 -0.093 -0.010 -0.010 0.308 -0.120 -0.023 0.001 -0.032 -0.031 | -| Dbar_p | 0.001 -0.001 -0.007 -0.008 -0.002 1.000 0.002 0.001 0.040 0.006 0.028 0.040 -0.000 -0.002 0.077 0.057 0.014 -0.000 -0.003 0.014 0.006 -0.000 0.042 -0.004 | -| rho_p | 0.127 0.031 0.064 0.123 0.017 0.002 1.000 0.152 0.026 -0.274 0.003 0.006 0.239 -0.000 -0.096 -0.032 -0.006 0.119 0.073 0.059 -0.008 0.019 0.000 -0.037 | -| rho_s | 0.030 -0.357 0.009 -0.023 0.025 0.001 0.152 1.000 0.012 0.091 -0.001 0.007 -0.441 0.006 -0.017 -0.002 -0.012 -0.009 0.011 -0.019 0.120 0.032 -0.011 0.305 | -| p3770_s | 0.003 -0.028 0.084 -0.160 0.014 0.040 0.026 0.012 1.000 0.064 -0.041 -0.474 -0.005 0.039 -0.055 -0.175 0.048 -0.014 0.024 -0.013 0.105 0.000 -0.007 -0.027 | -| bplus_2 | -0.027 -0.169 -0.149 -0.696 0.048 0.006 -0.274 0.091 0.064 1.000 0.030 -0.039 -0.059 0.018 -0.165 0.093 -0.010 0.059 -0.156 -0.238 0.281 0.007 -0.005 -0.036 | -| p4040_p | -0.000 -0.010 -0.220 -0.319 -0.013 0.028 0.003 -0.001 -0.041 0.030 1.000 -0.206 0.000 0.035 -0.067 0.211 0.042 -0.003 0.245 0.151 0.028 0.000 0.291 0.026 | -| psi2s_p | -0.001 -0.017 -0.015 0.216 0.029 0.040 0.006 0.007 -0.474 -0.039 -0.206 1.000 -0.004 0.030 -0.014 0.020 0.042 -0.007 -0.034 -0.075 -0.095 0.000 -0.151 0.028 | -| omega_s | -0.014 0.180 -0.002 0.012 -0.011 -0.000 0.239 -0.441 -0.005 -0.059 0.000 -0.004 1.000 -0.003 -0.009 -0.002 0.006 0.043 -0.002 0.011 -0.056 -0.183 0.004 -0.160 | -| DDstar_s | 0.001 -0.007 -0.006 -0.017 -0.004 -0.002 -0.000 0.006 0.039 0.018 0.035 0.030 -0.003 1.000 0.079 0.045 -0.001 -0.000 0.000 0.021 0.061 0.000 0.059 -0.011 | -| jpsi_p | -0.036 0.100 -0.001 0.302 -0.022 0.077 -0.096 -0.017 -0.055 -0.165 -0.067 -0.014 -0.009 0.079 1.000 -0.033 0.002 0.008 -0.004 0.015 0.022 0.004 -0.043 -0.042 | -| p3770_p | -0.008 0.033 -0.148 -0.187 -0.093 0.057 -0.032 -0.002 -0.175 0.093 0.211 0.020 -0.002 0.045 -0.033 1.000 -0.039 0.007 -0.073 0.063 0.242 0.001 0.199 -0.080 | -| Dbar_s | -0.001 0.021 0.021 0.087 -0.010 0.014 -0.006 -0.012 0.048 -0.010 0.042 0.042 0.006 -0.001 0.002 -0.039 1.000 0.004 0.010 0.036 0.052 -0.000 0.040 0.007 | -| phi_s | 0.621 0.077 -0.023 -0.040 -0.010 -0.000 0.119 -0.009 -0.014 0.059 -0.003 -0.007 0.043 -0.000 0.008 0.007 0.004 1.000 -0.026 -0.016 -0.017 -0.009 -0.001 -0.074 | -| p4160_s | 0.010 -0.035 0.193 0.304 0.308 -0.003 0.073 0.011 0.024 -0.156 0.245 -0.034 -0.002 0.000 -0.004 -0.073 0.010 -0.026 1.000 -0.195 -0.072 -0.001 -0.181 0.007 | -| p4415_p | 0.006 0.007 -0.178 -0.019 -0.120 0.014 0.059 -0.019 -0.013 -0.238 0.151 -0.075 0.011 0.021 0.015 0.063 0.036 -0.016 -0.195 1.000 -0.147 -0.001 0.269 0.080 | -| DDstar_p | 0.005 -0.173 -0.176 -0.095 -0.023 0.006 -0.008 0.120 0.105 0.281 0.028 -0.095 -0.056 0.061 0.022 0.242 0.052 -0.017 -0.072 -0.147 1.000 0.004 0.028 -0.131 | -| omega_p | -0.005 -0.011 -0.001 -0.002 0.001 -0.000 0.019 0.032 0.000 0.007 0.000 0.000 -0.183 0.000 0.004 0.001 -0.000 -0.009 -0.001 -0.001 0.004 1.000 -0.000 0.010 | -| p4160_p | -0.002 0.009 -0.518 -0.346 -0.032 0.042 0.000 -0.011 -0.007 -0.005 0.291 -0.151 0.004 0.059 -0.043 0.199 0.040 -0.001 -0.181 0.269 0.028 -0.000 1.000 0.031 | -| bplus_1 | 0.022 -0.932 0.039 0.035 -0.031 -0.004 -0.037 0.305 -0.027 -0.036 0.026 0.028 -0.160 -0.011 -0.042 -0.080 0.007 -0.074 0.007 0.080 -0.131 0.010 0.031 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21839041072448762}), (, {'error': 0.04043006919650627}), (, {'error': 0.17632709369614302}), (, {'error': 0.2006677970672598}), (, {'error': 0.19847970906111373}), (, {'error': 0.10165041557333288}), (, {'error': 0.28076919191247507}), (, {'error': 0.32269431021242206}), (, {'error': 0.22895709857609647}), (, {'error': 0.09901783543097542}), (, {'error': 0.19665281424116188}), (, {'error': 0.03060630609699544}), (, {'error': 0.9758725828428445}), (, {'error': 0.033947655934895765}), (, {'error': 0.023460425858481848}), (, {'error': 0.09346029657943244}), (, {'error': 0.06485881706307611}), (, {'error': 1.0637947460459642}), (, {'error': 0.17644788767016006}), (, {'error': 0.2026776085228006}), (, {'error': 0.3577023915969093}), (, {'error': 0.1931008316284526}), (, {'error': 0.09523739880465731}), (, {'error': 0.07250078855740116})]) -Toy 21/25 -Time taken: 1 h, 59 min -Projected time left: 22 min, 44 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1391 (1391 total) | -| EDM = 5.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297382.98240050033 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -6.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 2 | p4040_s | 0.57 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.36 | 0.20 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.63 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.26 | 0.08 | | | -2 | 2 | | -| 10| p4040_p | -2.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.782 | 0.031 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.686 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.66 | 0.13 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 17| phi_s | 18 | 3 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | 4.00 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 1.02 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.95 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.87 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.014 -0.004 0.000 0.000 0.005 -0.013 0.036 -0.018 0.039 -0.014 -0.014 0.004 0.000 -0.083 -0.009 -0.004 0.970 -0.013 -0.016 -0.006 0.165 -0.014 -0.009 | -| bplus_0 | 0.014 1.000 -0.043 0.043 -0.031 0.114 0.036 -0.394 -0.003 -0.097 -0.009 -0.009 0.047 -0.015 -0.150 0.022 0.027 0.046 -0.035 -0.023 0.009 -0.242 0.020 -0.937 | -| p4040_s | -0.004 -0.043 1.000 0.377 0.176 0.118 0.001 0.026 0.124 -0.060 -0.232 0.072 0.001 -0.036 -0.091 -0.181 0.061 -0.010 -0.084 -0.214 0.025 0.018 -0.515 0.015 | -| Ctt | 0.000 0.043 0.377 1.000 0.162 0.485 0.011 -0.027 -0.082 -0.668 -0.100 0.267 0.013 0.020 -0.425 -0.299 0.071 -0.009 0.260 0.044 0.070 -0.006 -0.342 0.128 | -| p4415_s | 0.000 -0.031 0.176 0.162 1.000 -0.073 -0.002 0.033 0.011 0.126 0.022 0.041 -0.003 -0.004 -0.045 -0.042 0.010 -0.003 0.318 -0.174 0.022 0.020 -0.136 -0.081 | -| Dbar_p | 0.005 0.114 0.118 0.485 -0.073 1.000 0.005 -0.105 0.113 -0.203 0.204 0.097 0.008 0.081 -0.189 -0.459 0.111 0.016 0.165 0.198 0.019 -0.066 0.013 0.155 | -| rho_p | -0.013 0.036 0.001 0.011 -0.002 0.005 1.000 -0.031 0.002 -0.029 0.003 0.000 0.005 -0.002 -0.005 -0.001 0.001 -0.009 0.005 0.005 0.001 -0.044 0.001 -0.033 | -| rho_s | 0.036 -0.394 0.026 -0.027 0.033 -0.105 -0.031 1.000 -0.008 0.033 -0.014 0.004 -0.129 0.021 0.058 0.011 -0.017 0.017 0.016 -0.005 -0.004 0.656 -0.025 0.341 | -| p3770_s | -0.018 -0.003 0.124 -0.082 0.011 0.113 0.002 -0.008 1.000 0.045 -0.012 -0.396 0.006 0.031 0.095 -0.243 -0.109 -0.021 0.028 0.031 -0.099 -0.007 0.004 -0.001 | -| bplus_2 | 0.039 -0.097 -0.060 -0.668 0.126 -0.203 -0.029 0.033 0.045 1.000 -0.059 -0.046 -0.038 0.064 0.300 0.062 -0.080 0.066 -0.150 -0.200 -0.055 0.009 -0.003 -0.105 | -| p4040_p | -0.014 -0.009 -0.232 -0.100 0.022 0.204 0.003 -0.014 -0.012 -0.059 1.000 -0.189 0.006 0.007 -0.002 0.071 -0.052 -0.016 0.381 0.182 -0.095 -0.011 0.129 0.071 | -| psi2s_p | -0.014 -0.009 0.072 0.267 0.041 0.097 0.000 0.004 -0.396 -0.046 -0.189 1.000 0.003 -0.015 0.030 0.002 -0.091 -0.015 -0.054 -0.063 -0.097 0.000 -0.121 0.013 | -| omega_s | 0.004 0.047 0.001 0.013 -0.003 0.008 0.005 -0.129 0.006 -0.038 0.006 0.003 1.000 -0.003 0.007 0.001 0.002 -0.002 0.007 0.008 0.001 -0.538 0.005 -0.042 | -| DDstar_s | 0.000 -0.015 -0.036 0.020 -0.004 0.081 -0.002 0.021 0.031 0.064 0.007 -0.015 -0.003 1.000 -0.034 0.030 0.011 -0.000 -0.012 -0.032 0.033 0.013 0.016 -0.051 | -| jpsi_p | -0.083 -0.150 -0.091 -0.425 -0.045 -0.189 -0.005 0.058 0.095 0.300 -0.002 0.030 0.007 -0.034 1.000 0.102 -0.220 -0.090 -0.115 -0.013 -0.242 0.017 0.148 0.037 | -| p3770_p | -0.009 0.022 -0.181 -0.299 -0.042 -0.459 -0.001 0.011 -0.243 0.062 0.071 0.002 0.001 0.030 0.102 1.000 -0.178 -0.010 -0.064 0.018 -0.089 0.005 0.186 -0.121 | -| Dbar_s | -0.004 0.027 0.061 0.071 0.010 0.111 0.001 -0.017 -0.109 -0.080 -0.052 -0.091 0.002 0.011 -0.220 -0.178 1.000 -0.003 0.035 -0.034 -0.027 -0.012 -0.141 0.015 | -| phi_s | 0.970 0.046 -0.010 -0.009 -0.003 0.016 -0.009 0.017 -0.021 0.066 -0.016 -0.015 -0.002 -0.000 -0.090 -0.010 -0.003 1.000 -0.022 -0.022 -0.006 0.152 -0.012 -0.037 | -| p4160_s | -0.013 -0.035 -0.084 0.260 0.318 0.165 0.005 0.016 0.028 -0.150 0.381 -0.054 0.007 -0.012 -0.115 -0.064 0.035 -0.022 1.000 -0.063 -0.009 0.012 -0.110 0.039 | -| p4415_p | -0.016 -0.023 -0.214 0.044 -0.174 0.198 0.005 -0.005 0.031 -0.200 0.182 -0.063 0.008 -0.032 -0.013 0.018 -0.034 -0.022 -0.063 1.000 -0.129 -0.003 0.337 0.106 | -| DDstar_p | -0.006 0.009 0.025 0.070 0.022 0.019 0.001 -0.004 -0.099 -0.055 -0.095 -0.097 0.001 0.033 -0.242 -0.089 -0.027 -0.006 -0.009 -0.129 1.000 -0.004 -0.212 0.003 | -| omega_p | 0.165 -0.242 0.018 -0.006 0.020 -0.066 -0.044 0.656 -0.007 0.009 -0.011 0.000 -0.538 0.013 0.017 0.005 -0.012 0.152 0.012 -0.003 -0.004 1.000 -0.019 0.212 | -| p4160_p | -0.014 0.020 -0.515 -0.342 -0.136 0.013 0.001 -0.025 0.004 -0.003 0.129 -0.121 0.005 0.016 0.148 0.186 -0.141 -0.012 -0.110 0.337 -0.212 -0.019 1.000 0.036 | -| bplus_1 | -0.009 -0.937 0.015 0.128 -0.081 0.155 -0.033 0.341 -0.001 -0.105 0.071 0.013 -0.042 -0.051 0.037 -0.121 0.015 -0.037 0.039 0.106 0.003 0.212 0.036 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.7630843143615409}), (, {'error': 0.03283465916577266}), (, {'error': 0.18225571679298222}), (, {'error': 0.20453035821425697}), (, {'error': 0.19202694572058865}), (, {'error': 0.45395611026322147}), (, {'error': 0.0700992454813556}), (, {'error': 0.40967773853665634}), (, {'error': 0.22707109165022432}), (, {'error': 0.0827634540144142}), (, {'error': 0.3225238341005956}), (, {'error': 0.03127617435415697}), (, {'error': 4.011090840572882}), (, {'error': 0.08045655480687663}), (, {'error': 0.025185194622265428}), (, {'error': 0.12879372879335893}), (, {'error': 0.08776757789964157}), (, {'error': 3.163684539033513}), (, {'error': 0.1684250625704864}), (, {'error': 0.15912610608568478}), (, {'error': 0.3614336942478307}), (, {'error': 0.2717109919905685}), (, {'error': 0.09835956130212686}), (, {'error': 0.06384755419202914})]) -Toy 22/25 -Time taken: 2 h, 5 min -Projected time left: 17 min, 6 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=359 (359 total) | -| EDM = 1.87E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297096.36205625144 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.7 | 1.8 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.484 | 0.015 | | | -2 | 2 | | -| 2 | p4040_s | 0.72 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.71 | 0.17 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.24 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.57 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.51 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.40 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | -2.63 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.895 | 0.030 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 4.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | 0.299 | 0.025 | | | -0.3 | 0.3 | | -| 14| jpsi_p | -1.635 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | -2.73 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 17| phi_s | 20 | 7 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.11 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.38 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 4.78 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.21 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.32 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.903 | 0.028 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.006 -0.066 -0.069 0.018 -0.036 -0.901 0.086 -0.093 0.500 -0.107 -0.038 -0.667 0.000 0.101 0.022 0.003 0.994 -0.132 -0.136 0.057 -0.013 -0.044 0.135 | -| bplus_0 | -0.006 1.000 -0.037 0.074 -0.094 -0.129 0.009 -0.169 -0.025 -0.224 0.019 0.004 0.059 -0.000 0.066 -0.030 -0.005 0.001 -0.029 0.044 -0.237 0.012 0.049 -0.702 | -| p4040_s | -0.066 -0.037 1.000 0.323 0.162 -0.012 0.074 0.001 0.120 -0.079 -0.127 0.048 0.045 -0.000 0.005 -0.131 -0.005 -0.068 -0.086 -0.166 -0.131 0.000 -0.465 -0.028 | -| Ctt | -0.069 0.074 0.323 1.000 0.184 -0.295 0.097 -0.022 -0.064 -0.549 -0.106 0.233 0.056 -0.000 0.262 -0.169 -0.005 -0.072 0.227 0.032 0.024 0.002 -0.289 0.082 | -| p4415_s | 0.018 -0.094 0.162 0.184 1.000 0.053 -0.017 0.026 0.013 0.119 0.054 0.030 -0.020 -0.000 -0.015 -0.074 0.001 0.017 0.312 -0.164 -0.031 -0.002 -0.108 -0.102 | -| Dbar_p | -0.036 -0.129 -0.012 -0.295 0.053 1.000 0.043 0.035 -0.158 -0.002 -0.192 -0.136 0.013 0.000 0.033 0.136 0.022 -0.039 -0.076 -0.123 -0.205 -0.003 -0.113 -0.123 | -| rho_p | -0.901 0.009 0.074 0.097 -0.017 0.043 1.000 -0.014 0.095 -0.553 0.108 0.032 0.685 -0.000 -0.139 -0.027 -0.002 -0.895 0.145 0.145 -0.054 -0.009 0.039 -0.140 | -| rho_s | 0.086 -0.169 0.001 -0.022 0.026 0.035 -0.014 1.000 -0.009 0.093 -0.021 -0.003 -0.375 0.000 0.020 0.013 0.002 0.079 -0.010 -0.029 0.080 -0.100 -0.018 0.084 | -| p3770_s | -0.093 -0.025 0.120 -0.064 0.013 -0.158 0.095 -0.009 1.000 -0.021 -0.015 -0.361 0.064 0.001 -0.045 -0.294 0.023 -0.095 0.035 0.016 0.081 0.001 -0.023 -0.040 | -| bplus_2 | 0.500 -0.224 -0.079 -0.549 0.119 -0.002 -0.553 0.093 -0.021 1.000 -0.084 -0.021 -0.374 0.000 -0.053 0.048 0.001 0.506 -0.169 -0.226 0.193 -0.011 -0.042 -0.045 | -| p4040_p | -0.107 0.019 -0.127 -0.106 0.054 -0.192 0.108 -0.021 -0.015 -0.084 1.000 -0.185 0.077 0.001 -0.091 0.080 0.014 -0.108 0.345 0.113 -0.022 0.002 0.005 0.031 | -| psi2s_p | -0.038 0.004 0.048 0.233 0.030 -0.136 0.032 -0.003 -0.361 -0.021 -0.185 1.000 0.024 0.001 -0.037 -0.048 0.026 -0.038 -0.062 -0.062 -0.050 -0.000 -0.112 0.014 | -| omega_s | -0.667 0.059 0.045 0.056 -0.020 0.013 0.685 -0.375 0.064 -0.374 0.077 0.024 1.000 -0.000 -0.090 -0.022 -0.002 -0.660 0.093 0.101 -0.063 0.216 0.033 -0.123 | -| DDstar_s | 0.000 -0.000 -0.000 -0.000 -0.000 0.000 -0.000 0.000 0.001 0.000 0.001 0.001 -0.000 1.000 0.003 0.002 -0.000 0.000 0.000 0.001 0.002 -0.000 0.002 -0.000 | -| jpsi_p | 0.101 0.066 0.005 0.262 -0.015 0.033 -0.139 0.020 -0.045 -0.053 -0.091 -0.037 -0.090 0.003 1.000 -0.032 0.056 0.104 -0.036 -0.029 0.076 -0.006 -0.049 0.036 | -| p3770_p | 0.022 -0.030 -0.131 -0.169 -0.074 0.136 -0.027 0.013 -0.294 0.048 0.080 -0.048 -0.022 0.002 -0.032 1.000 0.051 0.022 -0.044 0.029 0.192 -0.002 0.145 -0.068 | -| Dbar_s | 0.003 -0.005 -0.005 -0.005 0.001 0.022 -0.002 0.002 0.023 0.001 0.014 0.026 -0.002 -0.000 0.056 0.051 1.000 0.003 -0.001 0.010 -0.003 -0.000 0.026 -0.006 | -| phi_s | 0.994 0.001 -0.068 -0.072 0.017 -0.039 -0.895 0.079 -0.095 0.506 -0.108 -0.038 -0.660 0.000 0.104 0.022 0.003 1.000 -0.134 -0.137 0.054 -0.012 -0.043 0.131 | -| p4160_s | -0.132 -0.029 -0.086 0.227 0.312 -0.076 0.145 -0.010 0.035 -0.169 0.345 -0.062 0.093 0.000 -0.036 -0.044 -0.001 -0.134 1.000 -0.061 -0.092 0.002 -0.100 -0.024 | -| p4415_p | -0.136 0.044 -0.166 0.032 -0.164 -0.123 0.145 -0.029 0.016 -0.226 0.113 -0.062 0.101 0.001 -0.029 0.029 0.010 -0.137 -0.061 1.000 -0.090 0.003 0.272 0.060 | -| DDstar_p | 0.057 -0.237 -0.131 0.024 -0.031 -0.205 -0.054 0.080 0.081 0.193 -0.022 -0.050 -0.063 0.002 0.076 0.192 -0.003 0.054 -0.092 -0.090 1.000 -0.006 0.096 -0.235 | -| omega_p | -0.013 0.012 0.000 0.002 -0.002 -0.003 -0.009 -0.100 0.001 -0.011 0.002 -0.000 0.216 -0.000 -0.006 -0.002 -0.000 -0.012 0.002 0.003 -0.006 1.000 0.001 -0.008 | -| p4160_p | -0.044 0.049 -0.465 -0.289 -0.108 -0.113 0.039 -0.018 -0.023 -0.042 0.005 -0.112 0.033 0.002 -0.049 0.145 0.026 -0.043 -0.100 0.272 0.096 0.001 1.000 0.046 | -| bplus_1 | 0.135 -0.702 -0.028 0.082 -0.102 -0.123 -0.140 0.084 -0.040 -0.045 0.031 0.014 -0.123 -0.000 0.036 -0.068 -0.006 0.131 -0.024 0.060 -0.235 -0.008 0.046 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.8471968148884401}), (, {'error': 0.01462527087923371}), (, {'error': 0.1679921250645559}), (, {'error': 0.17424704106388123}), (, {'error': 0.18780769303115252}), (, {'error': 0.27684788700788276}), (, {'error': 0.621497876056607}), (, {'error': 0.32919529480599596}), (, {'error': 0.22678886040790225}), (, {'error': 0.09152981982533381}), (, {'error': 0.2374582863340693}), (, {'error': 0.030462505857597577}), (, {'error': 1.0787538500680873}), (, {'error': 0.024705993773297963}), (, {'error': 0.022689418222525237}), (, {'error': 0.08579836503160343}), (, {'error': 0.019252381057516726}), (, {'error': 7.167298573303781}), (, {'error': 0.1624011081588258}), (, {'error': 0.16390282001305723}), (, {'error': 0.2713481634028554}), (, {'error': 0.18030135929842928}), (, {'error': 0.09690601545711264}), (, {'error': 0.027564948302139847})]) -Toy 23/25 -Time taken: 2 h, 9 min -Projected time left: 11 min, 16 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1329 (1329 total) | -| EDM = 5.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297180.0092386109 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | -5.41 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.399 | 0.030 | | | -2 | 2 | | -| 2 | p4040_s | 0.78 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | -0.83 | 0.24 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.41 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -6.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 3.71 | 0.23 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.26 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | -2.07 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 6.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 4.653 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.84 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | 0.10 | 0.16 | | | -0.3 | 0.3 | | -| 17| phi_s | 21.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.05 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -1.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | -5.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.51 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 -0.225 -0.048 -0.088 -0.020 0.001 -0.524 -0.077 -0.021 0.263 -0.007 -0.003 -0.375 0.004 0.067 0.017 -0.006 0.492 -0.062 -0.051 0.053 0.009 0.000 0.205 | -| bplus_0 | -0.225 1.000 0.001 0.117 -0.007 0.017 0.491 -0.263 0.016 -0.290 -0.003 -0.004 0.437 -0.003 0.044 0.024 -0.055 0.065 0.020 0.029 -0.073 -0.009 0.011 -0.912 | -| p4040_s | -0.048 0.001 1.000 0.363 0.159 0.035 0.087 0.033 0.126 -0.175 -0.154 0.039 0.045 -0.010 0.022 -0.177 -0.132 -0.050 0.074 -0.146 -0.151 -0.001 -0.461 0.035 | -| Ctt | -0.088 0.117 0.363 1.000 0.200 0.150 0.179 0.017 0.015 -0.624 -0.126 0.296 0.111 -0.005 0.223 -0.295 -0.512 -0.062 0.280 0.046 0.122 -0.002 -0.227 0.045 | -| p4415_s | -0.020 -0.007 0.159 0.200 1.000 -0.009 0.032 0.035 0.003 -0.019 0.014 0.011 0.009 -0.004 -0.004 -0.077 0.029 -0.032 0.295 -0.128 -0.065 0.000 -0.033 -0.058 | -| Dbar_p | 0.001 0.017 0.035 0.150 -0.009 1.000 0.003 -0.020 0.106 -0.015 0.087 0.094 0.009 0.001 0.028 -0.037 -0.294 0.012 0.038 0.067 0.129 -0.000 0.069 0.027 | -| rho_p | -0.524 0.491 0.087 0.179 0.032 0.003 1.000 0.134 0.036 -0.500 0.011 0.004 0.715 -0.006 -0.127 -0.034 -0.002 -0.183 0.113 0.099 -0.114 -0.006 0.001 -0.435 | -| rho_s | -0.077 -0.263 0.033 0.017 0.035 -0.020 0.134 1.000 -0.007 -0.079 -0.020 -0.015 -0.203 0.005 -0.073 -0.009 0.074 -0.149 0.039 -0.004 0.043 0.025 -0.035 0.201 | -| p3770_s | -0.021 0.016 0.126 0.015 0.003 0.106 0.036 -0.007 1.000 0.019 0.025 -0.350 0.026 0.028 -0.074 -0.288 -0.287 -0.013 0.051 0.055 0.123 -0.000 0.031 0.003 | -| bplus_2 | 0.263 -0.290 -0.175 -0.624 -0.019 -0.015 -0.500 -0.079 0.019 1.000 -0.004 -0.064 -0.309 0.018 -0.146 0.100 0.053 0.186 -0.210 -0.257 0.249 0.005 -0.007 0.064 | -| p4040_p | -0.007 -0.003 -0.154 -0.126 0.014 0.087 0.011 -0.020 0.025 -0.004 1.000 -0.123 0.015 0.020 -0.076 0.108 -0.253 0.003 0.341 0.204 0.056 -0.000 0.243 0.080 | -| psi2s_p | -0.003 -0.004 0.039 0.296 0.011 0.094 0.004 -0.015 -0.350 -0.064 -0.123 1.000 0.007 0.017 -0.002 -0.077 -0.246 0.003 -0.022 -0.000 -0.075 -0.000 -0.070 0.083 | -| omega_s | -0.375 0.437 0.045 0.111 0.009 0.009 0.715 -0.203 0.026 -0.309 0.015 0.007 1.000 -0.006 -0.068 -0.021 -0.029 -0.089 0.061 0.067 -0.092 -0.073 0.013 -0.379 | -| DDstar_s | 0.004 -0.003 -0.010 -0.005 -0.004 0.001 -0.006 0.005 0.028 0.018 0.020 0.017 -0.006 1.000 0.053 0.040 -0.008 -0.000 -0.003 0.015 0.047 0.000 0.036 -0.019 | -| jpsi_p | 0.067 0.044 0.022 0.223 -0.004 0.028 -0.127 -0.073 -0.074 -0.146 -0.076 -0.002 -0.068 0.053 1.000 -0.060 0.057 0.066 -0.002 0.026 -0.147 0.002 -0.044 0.059 | -| p3770_p | 0.017 0.024 -0.177 -0.295 -0.077 -0.037 -0.034 -0.009 -0.288 0.100 0.108 -0.077 -0.021 0.040 -0.060 1.000 0.259 0.014 -0.077 0.021 0.061 0.001 0.130 -0.097 | -| Dbar_s | -0.006 -0.055 -0.132 -0.512 0.029 -0.294 -0.002 0.074 -0.287 0.053 -0.253 -0.246 -0.029 -0.008 0.057 0.259 1.000 -0.045 -0.131 -0.198 -0.412 0.001 -0.170 -0.113 | -| phi_s | 0.492 0.065 -0.050 -0.062 -0.032 0.012 -0.183 -0.149 -0.013 0.186 0.003 0.003 -0.089 -0.000 0.066 0.014 -0.045 1.000 -0.061 -0.032 0.012 -0.001 0.017 -0.049 | -| p4160_s | -0.062 0.020 0.074 0.280 0.295 0.038 0.113 0.039 0.051 -0.210 0.341 -0.022 0.061 -0.003 -0.002 -0.077 -0.131 -0.061 1.000 -0.123 -0.076 -0.001 -0.076 0.008 | -| p4415_p | -0.051 0.029 -0.146 0.046 -0.128 0.067 0.099 -0.004 0.055 -0.257 0.204 -0.000 0.067 0.015 0.026 0.021 -0.198 -0.032 -0.123 1.000 -0.119 -0.001 0.337 0.127 | -| DDstar_p | 0.053 -0.073 -0.151 0.122 -0.065 0.129 -0.114 0.043 0.123 0.249 0.056 -0.075 -0.092 0.047 -0.147 0.061 -0.412 0.012 -0.076 -0.119 1.000 0.002 0.022 -0.145 | -| omega_p | 0.009 -0.009 -0.001 -0.002 0.000 -0.000 -0.006 0.025 -0.000 0.005 -0.000 -0.000 -0.073 0.000 0.002 0.001 0.001 -0.001 -0.001 -0.001 0.002 1.000 -0.000 0.008 | -| p4160_p | 0.000 0.011 -0.461 -0.227 -0.033 0.069 0.001 -0.035 0.031 -0.007 0.243 -0.070 0.013 0.036 -0.044 0.130 -0.170 0.017 -0.076 0.337 0.022 -0.000 1.000 0.086 | -| bplus_1 | 0.205 -0.912 0.035 0.045 -0.058 0.027 -0.435 0.201 0.003 0.064 0.080 0.083 -0.379 -0.019 0.059 -0.097 -0.113 -0.049 0.008 0.127 -0.145 0.008 0.086 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16240672594622962}), (, {'error': 0.029961040764462266}), (, {'error': 0.1771799808566255}), (, {'error': 0.2375932803210698}), (, {'error': 0.19185388549192184}), (, {'error': 0.20287889344899934}), (, {'error': 1.05539127657998}), (, {'error': 0.37983702396382074}), (, {'error': 0.23444162280314007}), (, {'error': 0.09013714482295399}), (, {'error': 0.24378170373789798}), (, {'error': 0.03234210413522298}), (, {'error': 1.2889034515509175}), (, {'error': 0.02587637501791562}), (, {'error': 0.024045058876660974}), (, {'error': 0.08940825016066078}), (, {'error': 0.15631053192906663}), (, {'error': 1.0048109709086805}), (, {'error': 0.17302350655400178}), (, {'error': 0.16007673577321668}), (, {'error': 0.38963665946009396}), (, {'error': 0.09342672401948171}), (, {'error': 0.10848399616671944}), (, {'error': 0.057260728962380325})]) -Toy 24/25 -Time taken: 2 h, 15 min -Projected time left: 5 min, 39 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1654 (1654 total) | -| EDM = 0.00429 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297216.8250195629 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | phi_p | 0.82 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_0 | -0.477 | 0.026 | | | -2 | 2 | | -| 2 | p4040_s | 0.85 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Ctt | 0.04 | 0.36 | | | -1.5 | 1.5 | | -| 4 | p4415_s | 1.09 | 0.19 | | |0.126447 | 2.35355 | | -| 5 | Dbar_p | 1.0 | 1.2 | | |-6.28319 | 6.28319 | | -| 6 | rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 8 | p3770_s | 2.31 | 0.25 | | |0.918861 | 4.08114 | | -| 9 | bplus_2 | 0.05 | 0.09 | | | -2 | 2 | | -| 10| p4040_p | 3.32 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| omega_s | 7.5 | 1.1 | | | 4.19232 | 9.40768 | | -| 13| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 14| jpsi_p | 1.58 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| p3770_p | 3.27 | 0.20 | | |-6.28319 | 6.28319 | | -| 16| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 17| phi_s | 21.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 18| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| p4415_p | -2.55 | 0.23 | | |-6.28319 | 6.28319 | | -| 20| DDstar_p | 0.22 | 1.13 | | |-6.28319 | 6.28319 | | -| 21| omega_p | 0.13 | 0.29 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 3.93 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| bplus_1 | 0.99 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | phi_p bplus_0 p4040_s Ctt p4415_s Dbar_p rho_p rho_s p3770_s bplus_2 p4040_p psi2s_p omega_s DDstar_s jpsi_p p3770_p Dbar_s phi_s p4160_s p4415_p DDstar_p omega_p p4160_p bplus_1 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| phi_p | 1.000 0.023 0.000 -0.013 -0.003 0.017 -0.033 0.015 0.005 -0.001 0.013 0.012 -0.048 -0.017 0.018 0.015 0.013 0.443 0.000 0.018 -0.029 -0.052 0.023 -0.016 | -| bplus_0 | 0.023 1.000 -0.005 0.247 -0.099 -0.276 0.022 -0.284 0.040 -0.128 0.044 -0.009 0.125 0.046 -0.182 -0.211 -0.320 0.133 0.034 0.025 0.097 0.041 -0.066 -0.704 | -| p4040_s | 0.000 -0.005 1.000 0.190 0.149 -0.031 0.003 -0.004 0.140 -0.056 -0.130 0.066 -0.003 -0.047 -0.025 -0.137 -0.141 -0.011 -0.021 -0.130 -0.054 0.003 -0.310 0.031 | -| Ctt | -0.013 0.247 0.190 1.000 0.016 -0.879 0.011 -0.135 0.004 -0.503 -0.165 -0.068 0.051 0.446 -0.749 -0.695 -0.798 0.030 0.217 -0.270 0.718 0.014 -0.644 0.257 | -| p4415_s | -0.003 -0.099 0.149 0.016 1.000 0.099 -0.003 0.049 -0.002 0.168 0.024 0.025 -0.022 -0.042 0.011 0.026 0.075 -0.021 0.291 -0.141 -0.030 -0.007 -0.042 -0.101 | -| Dbar_p | 0.017 -0.276 -0.031 -0.879 0.099 1.000 -0.006 0.153 -0.095 0.242 0.071 0.167 -0.075 -0.510 0.718 0.722 0.832 -0.064 -0.133 0.257 -0.801 -0.014 0.571 -0.259 | -| rho_p | -0.033 0.022 0.003 0.011 -0.003 -0.006 1.000 -0.004 0.004 -0.034 0.004 0.001 0.055 -0.001 -0.004 -0.005 -0.008 -0.012 0.007 0.006 0.001 0.016 -0.001 -0.015 | -| rho_s | 0.015 -0.284 -0.004 -0.135 0.049 0.153 -0.004 1.000 -0.029 0.074 -0.030 0.007 -0.369 -0.026 0.089 0.122 0.173 -0.082 -0.029 -0.017 -0.057 -0.060 0.040 0.119 | -| p3770_s | 0.005 0.040 0.140 0.004 -0.002 -0.095 0.004 -0.029 1.000 0.000 0.128 -0.131 0.009 0.007 0.175 -0.120 0.007 0.000 0.080 0.140 -0.102 0.007 0.115 0.041 | -| bplus_2 | -0.001 -0.128 -0.056 -0.503 0.168 0.242 -0.034 0.074 0.000 1.000 -0.064 -0.024 0.022 0.000 0.232 0.221 0.344 0.088 -0.147 -0.149 -0.072 -0.025 0.069 -0.300 | -| p4040_p | 0.013 0.044 -0.130 -0.165 0.024 0.071 0.004 -0.030 0.128 -0.064 1.000 0.076 0.010 -0.133 0.317 0.184 0.082 0.004 0.359 0.355 -0.348 0.009 0.339 0.075 | -| psi2s_p | 0.012 -0.009 0.066 -0.068 0.025 0.167 0.001 0.007 -0.131 -0.024 0.076 1.000 -0.005 -0.173 0.353 0.206 0.206 -0.003 -0.006 0.195 -0.346 0.002 0.254 -0.002 | -| omega_s | -0.048 0.125 -0.003 0.051 -0.022 -0.075 0.055 -0.369 0.009 0.022 0.010 -0.005 1.000 0.015 -0.046 -0.061 -0.082 0.040 0.002 0.000 0.026 0.628 -0.019 -0.051 | -| DDstar_s | -0.017 0.046 -0.047 0.446 -0.042 -0.510 -0.001 -0.026 0.007 0.000 -0.133 -0.173 0.015 1.000 -0.465 -0.331 -0.416 0.012 -0.000 -0.265 0.547 -0.003 -0.362 0.028 | -| jpsi_p | 0.018 -0.182 -0.025 -0.749 0.011 0.718 -0.004 0.089 0.175 0.232 0.317 0.353 -0.046 -0.465 1.000 0.623 0.697 -0.042 -0.056 0.439 -0.829 -0.008 0.714 -0.118 | -| p3770_p | 0.015 -0.211 -0.137 -0.695 0.026 0.722 -0.005 0.122 -0.120 0.221 0.184 0.206 -0.061 -0.331 0.623 1.000 0.809 -0.050 -0.134 0.245 -0.562 -0.013 0.566 -0.245 | -| Dbar_s | 0.013 -0.320 -0.141 -0.798 0.075 0.832 -0.008 0.173 0.007 0.344 0.082 0.206 -0.082 -0.416 0.697 0.809 1.000 -0.070 -0.204 0.164 -0.560 -0.018 0.553 -0.298 | -| phi_s | 0.443 0.133 -0.011 0.030 -0.021 -0.064 -0.012 -0.082 0.000 0.088 0.004 -0.003 0.040 0.012 -0.042 -0.050 -0.070 1.000 -0.015 -0.006 0.014 0.008 -0.012 -0.064 | -| p4160_s | 0.000 0.034 -0.021 0.217 0.291 -0.133 0.007 -0.029 0.080 -0.147 0.359 -0.006 0.002 -0.000 -0.056 -0.134 -0.204 -0.015 1.000 -0.037 -0.029 0.007 -0.085 0.078 | -| p4415_p | 0.018 0.025 -0.130 -0.270 -0.141 0.257 0.006 -0.017 0.140 -0.149 0.355 0.195 0.000 -0.265 0.439 0.245 0.164 -0.006 -0.037 1.000 -0.536 0.010 0.569 0.075 | -| DDstar_p | -0.029 0.097 -0.054 0.718 -0.030 -0.801 0.001 -0.057 -0.102 -0.072 -0.348 -0.346 0.026 0.547 -0.829 -0.562 -0.560 0.014 -0.029 -0.536 1.000 -0.002 -0.736 0.078 | -| omega_p | -0.052 0.041 0.003 0.014 -0.007 -0.014 0.016 -0.060 0.007 -0.025 0.009 0.002 0.628 -0.003 -0.008 -0.013 -0.018 0.008 0.007 0.010 -0.002 1.000 0.002 -0.022 | -| p4160_p | 0.023 -0.066 -0.310 -0.644 -0.042 0.571 -0.001 0.040 0.115 0.069 0.339 0.254 -0.019 -0.362 0.714 0.566 0.553 -0.012 -0.085 0.569 -0.736 0.002 1.000 -0.064 | -| bplus_1 | -0.016 -0.704 0.031 0.257 -0.101 -0.259 -0.015 0.119 0.041 -0.300 0.075 -0.002 -0.051 0.028 -0.118 -0.245 -0.298 -0.064 0.078 0.075 0.078 -0.022 -0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14808366142739438}), (, {'error': 0.02605986607148325}), (, {'error': 0.178204068989828}), (, {'error': 0.36092172994503646}), (, {'error': 0.19193455144853416}), (, {'error': 1.2307523362634516}), (, {'error': 0.06123033185616267}), (, {'error': 0.33458110743577785}), (, {'error': 0.24806668446293112}), (, {'error': 0.08843307294464975}), (, {'error': 0.23541436115748926}), (, {'error': 0.03561138896915583}), (, {'error': 1.1138939157155967}), (, {'error': 0.3710351201881372}), (, {'error': 0.05117959707193398}), (, {'error': 0.19909930812372778}), (, {'error': 0.5849443908645312}), (, {'error': 0.9448087622728085}), (, {'error': 0.17017547668379573}), (, {'error': 0.23470556344734628}), (, {'error': 1.1320635456045025}), (, {'error': 0.28863477080364897}), (, {'error': 0.15820968080218023}), (, {'error': 0.05309017312454256})]) -Toy 25/25 -Time taken: 2 h, 23 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.6527808905366284 -Mean Ctt error = 0.19553574501468032 -95 Sensitivy = 0.00032116751165894706 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247880.out b/finished fits/ff1data1/slurm-2247880.out deleted file mode 100644 index fca4abf..0000000 --- a/finished fits/ff1data1/slurm-2247880.out +++ /dev/null @@ -1,5744 +0,0 @@ -Simulation starting -2019-09-05 20:30:04.857881: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 20:30:05.198880: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:87:00.0 -2019-09-05 20:30:05.199442: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:30:05.202338: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:30:05.205206: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:30:05.205839: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:30:05.208665: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:30:05.211330: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:30:05.218436: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:30:05.224450: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:30:05.224993: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 20:30:05.252940: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 20:30:05.253374: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5642287cbd90 executing computations on platform Host. Devices: -2019-09-05 20:30:05.253416: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 20:30:05.257294: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:87:00.0 -2019-09-05 20:30:05.257426: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:30:05.257456: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 20:30:05.257480: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 20:30:05.257504: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 20:30:05.257527: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 20:30:05.257551: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 20:30:05.257575: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 20:30:05.263988: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 20:30:05.264138: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 20:30:05.472469: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 20:30:05.472521: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 20:30:05.472535: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 20:30:05.481800: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:87:00.0, compute capability: 3.7) -2019-09-05 20:30:05.484729: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x564228d28320 executing computations on platform CUDA. Devices: -2019-09-05 20:30:05.484789: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 20:30:07.587100 140405660641024 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 20:30:07.645824 140405660641024 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 20:30:08.154219 140405660641024 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 20:30:31.585964: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 20:30:40.374473 140405660641024 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324157.9681716 Edm = 7125.98 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324157.9681716 Edm = 7125.98 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316977.9475213 Edm = 593.341 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 307257.7598662 Edm = 38.6975 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 301649.8450111 Edm = 20.4541 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301533.1501296 Edm = 112.635 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300588.5383641 Edm = 535.26 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299026.9318481 Edm = 366.313 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298850.8897975 Edm = 1.88565 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298846.479652 Edm = 3.59432 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298818.4514719 Edm = 32.1728 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298584.9727093 Edm = 175.668 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298107.6167831 Edm = 60.089 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298049.5087322 Edm = 1.15175 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298049.06967 Edm = 0.141396 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 298048.8727197 Edm = 0.104964 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 298040.3155554 Edm = 8.03903 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297999.0111799 Edm = 15.9453 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297979.3625579 Edm = 15.0075 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297951.4612204 Edm = 5.97202 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297943.1220959 Edm = 8.85606 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297916.0967043 Edm = 26.1088 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297905.2892847 Edm = 3.35068 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297897.4661399 Edm = 0.821532 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297896.5690731 Edm = 0.299836 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297896.0813681 Edm = 0.320006 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297888.9753783 Edm = 6.91151 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297864.8295113 Edm = 9.37857 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297858.8365719 Edm = 8.41459 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297853.7449963 Edm = 2.55779 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297846.6560467 Edm = 1.04878 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297845.4955279 Edm = 0.0820333 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297845.4101026 Edm = 0.0913368 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297842.1298668 Edm = 3.46736 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297839.7200598 Edm = 2.46952 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297653.1169712 Edm = 32.333 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297639.1474202 Edm = 6.90104 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297630.4732793 Edm = 2.306 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297623.298182 Edm = 0.814027 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297622.4963583 Edm = 0.760151 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297620.3751987 Edm = 1.70519 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297615.4893046 Edm = 6.37899 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297614.7556518 Edm = 4.15967 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297609.5252138 Edm = 1.98948 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297608.7659601 Edm = 0.3649 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297608.2263936 Edm = 0.225949 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297607.6937598 Edm = 0.481623 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297607.3667508 Edm = 0.236969 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297606.8390574 Edm = 0.108263 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297606.5964017 Edm = 0.261066 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297606.4083887 Edm = 0.0943 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297606.1649716 Edm = 0.085244 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297605.9282427 Edm = 0.123001 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297605.6530954 Edm = 0.260761 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297604.4917312 Edm = 0.549466 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297602.5737632 Edm = 0.769887 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297597.3514803 Edm = 3.62166 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297590.5678333 Edm = 4.26212 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297588.4049248 Edm = 1.71368 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297587.0828029 Edm = 1.76509 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297586.4396493 Edm = 0.171963 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297586.066215 Edm = 0.0882101 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297585.6890106 Edm = 0.171847 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297585.5220011 Edm = 0.116504 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297585.3645767 Edm = 0.0297458 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297585.2395344 Edm = 0.025906 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297585.1287779 Edm = 0.0530056 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297584.2361948 Edm = 2.11944 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297584.1340045 Edm = 0.175811 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297583.2645946 Edm = 0.816258 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297574.5594189 Edm = 2.97722 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297573.8970167 Edm = 4.0388 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297571.1089625 Edm = 5.6042 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297565.9365288 Edm = 3.37441 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297555.142126 Edm = 8.34562 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297544.5387278 Edm = 5.33287 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297538.4033871 Edm = 5.04958 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297536.4283622 Edm = 0.838716 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297535.7388292 Edm = 0.231175 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297534.8031084 Edm = 0.410879 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297534.4518896 Edm = 0.0877782 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297534.3695061 Edm = 0.0114868 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297534.3535888 Edm = 0.00331698 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297534.3434165 Edm = 0.00707194 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297534.3067841 Edm = 0.015469 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297534.2553444 Edm = 0.00902702 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297534.222258 Edm = 0.0186883 NCalls = 269 -VariableMetric: Iteration # 86 - FCN = 297533.9241411 Edm = 0.271254 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297532.9017318 Edm = 1.30816 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297529.1269967 Edm = 5.26315 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297528.4632567 Edm = 0.867139 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297528.0962185 Edm = 0.452737 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297526.0178208 Edm = 1.0344 NCalls = 301 -VariableMetric: Iteration # 92 - FCN = 297525.0488327 Edm = 1.13877 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297523.0850496 Edm = 5.47025 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297519.4663411 Edm = 2.59459 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297515.5948773 Edm = 0.876957 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297514.2376379 Edm = 0.301598 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297513.9418225 Edm = 0.0188033 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297513.9190411 Edm = 0.0093258 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297513.8845729 Edm = 0.0207407 NCalls = 321 -VariableMetric: Iteration # 100 - FCN = 297513.8205475 Edm = 0.0527828 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297513.6854838 Edm = 0.0836447 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297513.616996 Edm = 0.0505237 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297513.5479984 Edm = 0.0226204 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297513.4760717 Edm = 0.0357799 NCalls = 335 -VariableMetric: Iteration # 105 - FCN = 297513.1967175 Edm = 0.296282 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297510.88558 Edm = 2.89386 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297510.6972222 Edm = 0.160788 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297508.1779302 Edm = 2.09173 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297499.0657806 Edm = 1.49028 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297497.9406055 Edm = 0.474864 NCalls = 359 -VariableMetric: Iteration # 111 - FCN = 297497.6536472 Edm = 0.188468 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297497.4782077 Edm = 0.0482908 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297497.3931681 Edm = 0.00820194 NCalls = 365 -VariableMetric: Iteration # 114 - FCN = 297497.3820757 Edm = 0.00102071 NCalls = 367 -VariableMetric: Iteration # 115 - FCN = 297497.3801347 Edm = 0.000339679 NCalls = 369 -VariableMetric: Iteration # 116 - FCN = 297497.3794656 Edm = 0.000211466 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297497.3764547 Edm = 0.00207963 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297497.3359712 Edm = 0.0378868 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297495.7834646 Edm = 1.37141 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297491.7106237 Edm = 4.7252 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297486.8904543 Edm = 23.2442 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297481.5681711 Edm = 15.5633 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297475.1923279 Edm = 2.74742 NCalls = 399 -VariableMetric: Iteration # 124 - FCN = 297472.315001 Edm = 1.52448 NCalls = 400 -VariableMetric: Iteration # 125 - FCN = 297471.2641988 Edm = 0.404147 NCalls = 402 -VariableMetric: Iteration # 126 - FCN = 297470.6845925 Edm = 0.189074 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297470.2348236 Edm = 0.200501 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297469.8371686 Edm = 0.0986718 NCalls = 409 -VariableMetric: Iteration # 129 - FCN = 297469.5004896 Edm = 0.229111 NCalls = 411 -VariableMetric: Iteration # 130 - FCN = 297469.1608887 Edm = 0.274044 NCalls = 413 -VariableMetric: Iteration # 131 - FCN = 297468.8021899 Edm = 0.115903 NCalls = 416 -VariableMetric: Iteration # 132 - FCN = 297468.6502051 Edm = 0.0391349 NCalls = 418 -VariableMetric: Iteration # 133 - FCN = 297468.5807969 Edm = 0.0153659 NCalls = 420 -VariableMetric: Iteration # 134 - FCN = 297468.5649707 Edm = 0.00975776 NCalls = 421 -VariableMetric: Iteration # 135 - FCN = 297468.5535394 Edm = 0.00849825 NCalls = 424 -VariableMetric: Iteration # 136 - FCN = 297468.5443959 Edm = 0.00323422 NCalls = 426 -VariableMetric: Iteration # 137 - FCN = 297468.5392961 Edm = 0.00180629 NCalls = 428 -VariableMetric: Iteration # 138 - FCN = 297468.5127932 Edm = 0.0225202 NCalls = 431 -VariableMetric: Iteration # 139 - FCN = 297468.423808 Edm = 0.0496016 NCalls = 435 -VariableMetric: Iteration # 140 - FCN = 297468.3970449 Edm = 0.0366734 NCalls = 437 -VariableMetric: Iteration # 141 - FCN = 297468.3079798 Edm = 0.0503602 NCalls = 441 -VariableMetric: Iteration # 142 - FCN = 297468.1739384 Edm = 0.0441588 NCalls = 443 -VariableMetric: Iteration # 143 - FCN = 297468.158118 Edm = 0.0174443 NCalls = 445 -VariableMetric: Iteration # 144 - FCN = 297468.1363861 Edm = 0.00808712 NCalls = 447 -VariableMetric: Iteration # 145 - FCN = 297468.0716333 Edm = 0.0426169 NCalls = 450 -VariableMetric: Iteration # 146 - FCN = 297467.6578609 Edm = 0.396182 NCalls = 454 -VariableMetric: Iteration # 147 - FCN = 297462.253456 Edm = 4.31331 NCalls = 461 -VariableMetric: Iteration # 148 - FCN = 297461.2246211 Edm = 2.39463 NCalls = 466 -VariableMetric: Iteration # 149 - FCN = 297460.1938677 Edm = 0.826533 NCalls = 470 -VariableMetric: Iteration # 150 - FCN = 297456.5944968 Edm = 10.2077 NCalls = 474 -VariableMetric: Iteration # 151 - FCN = 297451.835863 Edm = 7.06292 NCalls = 477 -VariableMetric: Iteration # 152 - FCN = 297447.0272119 Edm = 3.46102 NCalls = 481 -VariableMetric: Iteration # 153 - FCN = 297445.0125133 Edm = 0.704034 NCalls = 483 -VariableMetric: Iteration # 154 - FCN = 297444.3481704 Edm = 0.159962 NCalls = 485 -VariableMetric: Iteration # 155 - FCN = 297444.1538099 Edm = 0.092477 NCalls = 487 -VariableMetric: Iteration # 156 - FCN = 297443.9752957 Edm = 0.0894738 NCalls = 490 -VariableMetric: Iteration # 157 - FCN = 297443.7460874 Edm = 0.17471 NCalls = 493 -VariableMetric: Iteration # 158 - FCN = 297442.9953754 Edm = 0.760292 NCalls = 497 -VariableMetric: Iteration # 159 - FCN = 297442.8356653 Edm = 0.320206 NCalls = 500 -VariableMetric: Iteration # 160 - FCN = 297442.1914251 Edm = 0.686525 NCalls = 503 -VariableMetric: Iteration # 161 - FCN = 297441.5176226 Edm = 0.484951 NCalls = 507 -VariableMetric: Iteration # 162 - FCN = 297440.5432184 Edm = 0.497145 NCalls = 509 -VariableMetric: Iteration # 163 - FCN = 297438.6438192 Edm = 1.06792 NCalls = 512 -VariableMetric: Iteration # 164 - FCN = 297438.2785843 Edm = 1.37878 NCalls = 514 -VariableMetric: Iteration # 165 - FCN = 297437.045472 Edm = 0.364471 NCalls = 517 -VariableMetric: Iteration # 166 - FCN = 297436.7370162 Edm = 0.086853 NCalls = 519 -VariableMetric: Iteration # 167 - FCN = 297436.6676343 Edm = 0.0370114 NCalls = 520 -VariableMetric: Iteration # 168 - FCN = 297436.6408358 Edm = 0.0181711 NCalls = 522 -VariableMetric: Iteration # 169 - FCN = 297436.6208622 Edm = 0.00186275 NCalls = 524 -VariableMetric: Iteration # 170 - FCN = 297436.6178299 Edm = 0.000583348 NCalls = 526 -VariableMetric: Iteration # 171 - FCN = 297436.6153276 Edm = 0.00148945 NCalls = 528 -VariableMetric: Iteration # 172 - FCN = 297436.6053542 Edm = 0.00175579 NCalls = 531 -VariableMetric: Iteration # 173 - FCN = 297436.5980176 Edm = 0.00527559 NCalls = 533 -VariableMetric: Iteration # 174 - FCN = 297436.5322739 Edm = 0.0833292 NCalls = 537 -VariableMetric: Iteration # 175 - FCN = 297436.2736818 Edm = 0.222428 NCalls = 545 -VariableMetric: Iteration # 176 - FCN = 297435.7436717 Edm = 1.07726 NCalls = 550 -VariableMetric: Iteration # 177 - FCN = 297432.4408904 Edm = 1.71855 NCalls = 555 -VariableMetric: Iteration # 178 - FCN = 297430.6544836 Edm = 0.278396 NCalls = 556 -VariableMetric: Iteration # 179 - FCN = 297430.3724848 Edm = 0.0202256 NCalls = 557 -VariableMetric: Iteration # 180 - FCN = 297430.3485422 Edm = 0.00213271 NCalls = 559 -VariableMetric: Iteration # 181 - FCN = 297430.3448789 Edm = 0.000426237 NCalls = 561 -VariableMetric: Iteration # 182 - FCN = 297430.3440649 Edm = 0.000267698 NCalls = 563 -VariableMetric: Iteration # 183 - FCN = 297430.3403396 Edm = 0.00323028 NCalls = 566 -VariableMetric: Iteration # 184 - FCN = 297430.2638616 Edm = 0.0615416 NCalls = 570 -VariableMetric: Iteration # 185 - FCN = 297429.2598981 Edm = 1.1984 NCalls = 574 -VariableMetric: Iteration # 186 - FCN = 297424.7612877 Edm = 2.00655 NCalls = 580 -VariableMetric: Iteration # 187 - FCN = 297421.8076897 Edm = 0.689751 NCalls = 582 -VariableMetric: Iteration # 188 - FCN = 297421.4737678 Edm = 0.0770522 NCalls = 584 -VariableMetric: Iteration # 189 - FCN = 297421.377228 Edm = 0.0246854 NCalls = 587 -VariableMetric: Iteration # 190 - FCN = 297421.3386429 Edm = 0.00759164 NCalls = 590 -VariableMetric: Iteration # 191 - FCN = 297421.3313585 Edm = 0.00165228 NCalls = 591 -VariableMetric: Iteration # 192 - FCN = 297421.3298184 Edm = 0.00019132 NCalls = 593 -VariableMetric: Iteration # 193 - FCN = 297421.3295982 Edm = 4.70999e-05 NCalls = 595 -VariableMetric: After Hessian - FCN = 297421.3295982 Edm = 4.12365 NCalls = 1078 -VariableMetric: Iteration # 194 - FCN = 297421.3295982 Edm = 4.12365 NCalls = 1078 -VariableMetric: Iteration # 195 - FCN = 297418.12307 Edm = 1.34093 NCalls = 1080 -VariableMetric: Iteration # 196 - FCN = 297417.4970566 Edm = 1.77792 NCalls = 1082 -VariableMetric: Iteration # 197 - FCN = 297416.9265012 Edm = 0.0568185 NCalls = 1084 -VariableMetric: Iteration # 198 - FCN = 297416.8879314 Edm = 0.024671 NCalls = 1086 -VariableMetric: Iteration # 199 - FCN = 297416.8648077 Edm = 0.00736974 NCalls = 1088 -VariableMetric: Iteration # 200 - FCN = 297416.8422301 Edm = 0.0156715 NCalls = 1090 -VariableMetric: Iteration # 201 - FCN = 297416.7732429 Edm = 0.0716179 NCalls = 1098 -VariableMetric: Iteration # 202 - FCN = 297416.761976 Edm = 0.0416092 NCalls = 1101 -VariableMetric: Iteration # 203 - FCN = 297416.6600992 Edm = 0.109581 NCalls = 1105 -VariableMetric: Iteration # 204 - FCN = 297416.4972895 Edm = 0.090292 NCalls = 1109 -VariableMetric: Iteration # 205 - FCN = 297416.3537909 Edm = 0.0380596 NCalls = 1111 -VariableMetric: Iteration # 206 - FCN = 297416.3391007 Edm = 0.0069544 NCalls = 1113 -VariableMetric: Iteration # 207 - FCN = 297416.331428 Edm = 0.000935223 NCalls = 1115 -VariableMetric: Iteration # 208 - FCN = 297416.3303384 Edm = 0.00015144 NCalls = 1117 -VariableMetric: Iteration # 209 - FCN = 297416.330155 Edm = 1.55397e-05 NCalls = 1119 -VariableMetric: After Hessian - FCN = 297416.330155 Edm = 1.80942e-05 NCalls = 1606 -VariableMetric: Iteration # 210 - FCN = 297416.330155 Edm = 1.80942e-05 NCalls = 1606 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330370.6074404 Edm = 6942.66 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330370.6074404 Edm = 6942.66 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300016.9141512 Edm = 17.1913 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299950.3940106 Edm = 6.65929 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299552.3316217 Edm = 10.3419 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299526.861813 Edm = 30.8077 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299504.1388738 Edm = 9.8947 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299361.8273892 Edm = 42.3873 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 299206.9104953 Edm = 73.992 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 299137.4506686 Edm = 63.5768 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298834.4139262 Edm = 383.571 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298633.7943387 Edm = 40.7264 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298537.3549696 Edm = 70.5341 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298172.9123069 Edm = 16.5733 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298138.7405493 Edm = 11.5015 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298133.7828308 Edm = 0.782152 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 298120.9170491 Edm = 17.8952 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298080.6638128 Edm = 22.3033 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 298031.8811854 Edm = 34.7121 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297985.4943674 Edm = 53.4702 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297946.7623609 Edm = 70.6808 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297911.8273362 Edm = 6.26734 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297906.3007856 Edm = 21.9409 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297862.6233932 Edm = 9.5414 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297798.0214263 Edm = 19.9497 NCalls = 104 -VariableMetric: Iteration # 24 - FCN = 297795.7696225 Edm = 14.6517 NCalls = 106 -VariableMetric: Iteration # 25 - FCN = 297783.1486574 Edm = 20.6426 NCalls = 107 -VariableMetric: Iteration # 26 - FCN = 297774.6559995 Edm = 5.01565 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297767.3129062 Edm = 4.19465 NCalls = 111 -VariableMetric: Iteration # 28 - FCN = 297741.7937925 Edm = 4.24244 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297734.3746641 Edm = 9.73053 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297726.0227121 Edm = 4.26941 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297722.8274494 Edm = 1.86422 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297716.6304458 Edm = 1.96283 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297700.7823841 Edm = 8.4744 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297642.5136891 Edm = 27.1474 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297613.808938 Edm = 7.71 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297594.3900739 Edm = 12.7912 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297566.6784695 Edm = 6.21184 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297558.7802928 Edm = 5.39532 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297553.9213439 Edm = 2.36414 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297549.586071 Edm = 9.31495 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297538.9424612 Edm = 6.67627 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297527.517082 Edm = 33.3677 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297507.4394762 Edm = 19.4601 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297494.4154492 Edm = 21.2154 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297475.9922632 Edm = 1.34946 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297474.0305436 Edm = 0.485142 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297472.7975335 Edm = 0.740872 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297472.1048013 Edm = 0.430277 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297468.1426922 Edm = 0.555702 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297467.7573471 Edm = 0.0691842 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297467.6422662 Edm = 0.0307386 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297467.5157242 Edm = 0.082293 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297465.7654419 Edm = 1.83191 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297377.5411081 Edm = 13.8708 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297354.3218289 Edm = 12.9934 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297350.0284559 Edm = 6.15964 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297346.4600167 Edm = 4.17186 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297342.8311574 Edm = 3.61903 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297334.315449 Edm = 4.26837 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297313.958585 Edm = 35.5258 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297305.4033783 Edm = 5.9749 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297303.4725755 Edm = 5.3046 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297300.0421898 Edm = 1.2221 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297298.7485722 Edm = 1.01658 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297297.684588 Edm = 0.0579277 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297297.5805245 Edm = 0.0210355 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297297.5146376 Edm = 0.0665826 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297297.3581848 Edm = 0.263221 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297296.5061815 Edm = 0.641036 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297291.4235694 Edm = 0.482784 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297290.7739141 Edm = 0.1454 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297290.5916833 Edm = 0.0347158 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297290.5475649 Edm = 0.0112387 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297290.4761337 Edm = 0.0737824 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297290.0953525 Edm = 0.383857 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297289.7503294 Edm = 0.272425 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297280.0390706 Edm = 8.06168 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297279.0438895 Edm = 1.77827 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297271.9839134 Edm = 3.57575 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297261.1127247 Edm = 2.85964 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297251.2243928 Edm = 4.24138 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297238.7734347 Edm = 5.35365 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297232.9713435 Edm = 4.06365 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297228.9113715 Edm = 1.21803 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297227.4190613 Edm = 1.13412 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297227.0469233 Edm = 0.226669 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297226.7622127 Edm = 0.0301573 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297226.7373317 Edm = 0.00276795 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297226.7317921 Edm = 0.00227017 NCalls = 297 -VariableMetric: Iteration # 90 - FCN = 297226.7165268 Edm = 0.0115638 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297226.5682639 Edm = 0.0586514 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297226.4966269 Edm = 0.0863527 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297226.4470772 Edm = 0.019126 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297226.3475905 Edm = 0.0510389 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297226.2658691 Edm = 0.0469416 NCalls = 316 -VariableMetric: Iteration # 96 - FCN = 297226.1850377 Edm = 0.0404782 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297225.8934559 Edm = 0.155592 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297225.3701918 Edm = 0.692816 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297223.5138968 Edm = 1.86379 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297217.1396551 Edm = 19.2367 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297215.5665342 Edm = 9.31935 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297209.6520304 Edm = 1.80384 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297206.9739329 Edm = 0.364003 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297206.5503692 Edm = 0.0856036 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297206.3780533 Edm = 0.0998265 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297206.0203218 Edm = 0.0968182 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297205.8844153 Edm = 0.0109591 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297205.8718615 Edm = 0.00409345 NCalls = 353 -VariableMetric: Iteration # 109 - FCN = 297205.8678544 Edm = 0.000742367 NCalls = 355 -VariableMetric: Iteration # 110 - FCN = 297205.8662981 Edm = 0.000560063 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297205.8606064 Edm = 0.00483407 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297205.0951736 Edm = 0.729411 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297196.7628137 Edm = 0.881886 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297196.0261633 Edm = 0.0778474 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297195.9191715 Edm = 0.00835029 NCalls = 374 -VariableMetric: Iteration # 116 - FCN = 297195.9107057 Edm = 0.00114831 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297195.9084566 Edm = 0.000864198 NCalls = 377 -VariableMetric: Iteration # 118 - FCN = 297195.902649 Edm = 0.00395562 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297195.5926959 Edm = 0.270918 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297194.5391307 Edm = 1.54577 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297192.2762347 Edm = 1.89406 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297191.7034292 Edm = 1.56508 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297187.8232407 Edm = 1.91905 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297184.6198307 Edm = 0.945181 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297184.3396514 Edm = 0.167845 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297184.0529356 Edm = 0.0789855 NCalls = 407 -VariableMetric: Iteration # 127 - FCN = 297183.9308595 Edm = 0.0259632 NCalls = 409 -VariableMetric: Iteration # 128 - FCN = 297183.8861658 Edm = 0.00992138 NCalls = 411 -VariableMetric: Iteration # 129 - FCN = 297183.8555773 Edm = 0.0114145 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297183.8264378 Edm = 0.0181334 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297183.8136347 Edm = 0.00309251 NCalls = 420 -VariableMetric: Iteration # 132 - FCN = 297183.8098472 Edm = 0.00193837 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297183.807635 Edm = 0.00115959 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297183.8037759 Edm = 0.00189219 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297183.7938019 Edm = 0.014343 NCalls = 434 -VariableMetric: Iteration # 136 - FCN = 297183.7873306 Edm = 0.0033334 NCalls = 439 -VariableMetric: Iteration # 137 - FCN = 297183.7849291 Edm = 0.00398902 NCalls = 442 -VariableMetric: Iteration # 138 - FCN = 297183.7812682 Edm = 0.00102558 NCalls = 444 -VariableMetric: Iteration # 139 - FCN = 297183.7744554 Edm = 0.00365352 NCalls = 448 -VariableMetric: Iteration # 140 - FCN = 297183.7655787 Edm = 0.00628386 NCalls = 450 -VariableMetric: Iteration # 141 - FCN = 297183.757329 Edm = 0.00424346 NCalls = 455 -VariableMetric: Iteration # 142 - FCN = 297183.7406324 Edm = 0.0142594 NCalls = 458 -VariableMetric: Iteration # 143 - FCN = 297183.7252088 Edm = 0.0229829 NCalls = 461 -VariableMetric: Iteration # 144 - FCN = 297183.4819605 Edm = 0.189742 NCalls = 465 -VariableMetric: Iteration # 145 - FCN = 297182.6292936 Edm = 2.68166 NCalls = 468 -VariableMetric: Iteration # 146 - FCN = 297180.1103802 Edm = 1.81702 NCalls = 472 -VariableMetric: Iteration # 147 - FCN = 297179.2126688 Edm = 1.09946 NCalls = 474 -VariableMetric: Iteration # 148 - FCN = 297177.476847 Edm = 1.48011 NCalls = 477 -VariableMetric: Iteration # 149 - FCN = 297174.8002798 Edm = 1.10897 NCalls = 481 -VariableMetric: Iteration # 150 - FCN = 297173.9075801 Edm = 0.809232 NCalls = 483 -VariableMetric: Iteration # 151 - FCN = 297173.3641 Edm = 0.0879838 NCalls = 485 -VariableMetric: Iteration # 152 - FCN = 297173.166032 Edm = 0.106878 NCalls = 488 -VariableMetric: Iteration # 153 - FCN = 297173.0225724 Edm = 0.0503776 NCalls = 490 -VariableMetric: Iteration # 154 - FCN = 297172.9616368 Edm = 0.0093967 NCalls = 493 -VariableMetric: Iteration # 155 - FCN = 297172.9465684 Edm = 0.00147455 NCalls = 495 -VariableMetric: Iteration # 156 - FCN = 297172.9451337 Edm = 0.000221824 NCalls = 497 -VariableMetric: Iteration # 157 - FCN = 297172.9449105 Edm = 4.92431e-05 NCalls = 499 -VariableMetric: After Hessian - FCN = 297172.9449105 Edm = 38.1057 NCalls = 974 -VariableMetric: Iteration # 158 - FCN = 297172.9449105 Edm = 38.1057 NCalls = 974 -VariableMetric: Iteration # 159 - FCN = 297172.0036977 Edm = 3.18265 NCalls = 980 -VariableMetric: Iteration # 160 - FCN = 297171.8490852 Edm = 5.00227 NCalls = 982 -VariableMetric: Iteration # 161 - FCN = 297170.928172 Edm = 0.228513 NCalls = 985 -VariableMetric: Iteration # 162 - FCN = 297169.1749311 Edm = 0.979244 NCalls = 989 -VariableMetric: Iteration # 163 - FCN = 297168.6178904 Edm = 0.791896 NCalls = 991 -VariableMetric: Iteration # 164 - FCN = 297167.3586312 Edm = 1.42165 NCalls = 994 -VariableMetric: Iteration # 165 - FCN = 297165.9757279 Edm = 1.46964 NCalls = 997 -VariableMetric: Iteration # 166 - FCN = 297165.0592611 Edm = 0.793398 NCalls = 1000 -VariableMetric: Iteration # 167 - FCN = 297163.517459 Edm = 0.483297 NCalls = 1004 -VariableMetric: Iteration # 168 - FCN = 297163.0096686 Edm = 0.39195 NCalls = 1005 -VariableMetric: Iteration # 169 - FCN = 297162.7097007 Edm = 0.580239 NCalls = 1007 -VariableMetric: Iteration # 170 - FCN = 297162.3521595 Edm = 0.149568 NCalls = 1010 -VariableMetric: Iteration # 171 - FCN = 297162.0782029 Edm = 0.0618801 NCalls = 1012 -VariableMetric: Iteration # 172 - FCN = 297161.9840978 Edm = 0.0216232 NCalls = 1014 -VariableMetric: Iteration # 173 - FCN = 297161.9383169 Edm = 0.0162815 NCalls = 1017 -VariableMetric: Iteration # 174 - FCN = 297161.9062547 Edm = 0.0202669 NCalls = 1019 -VariableMetric: Iteration # 175 - FCN = 297161.8482186 Edm = 0.0295189 NCalls = 1023 -VariableMetric: Iteration # 176 - FCN = 297161.7712104 Edm = 0.0348415 NCalls = 1025 -VariableMetric: Iteration # 177 - FCN = 297161.7186759 Edm = 0.0375095 NCalls = 1027 -VariableMetric: Iteration # 178 - FCN = 297161.6846056 Edm = 0.0266959 NCalls = 1030 -VariableMetric: Iteration # 179 - FCN = 297161.5939307 Edm = 0.0167195 NCalls = 1033 -VariableMetric: Iteration # 180 - FCN = 297161.5597886 Edm = 0.0170626 NCalls = 1035 -VariableMetric: Iteration # 181 - FCN = 297161.5367172 Edm = 0.0158411 NCalls = 1037 -VariableMetric: Iteration # 182 - FCN = 297161.5010034 Edm = 0.0200864 NCalls = 1039 -VariableMetric: Iteration # 183 - FCN = 297161.4645834 Edm = 0.0208268 NCalls = 1041 -VariableMetric: Iteration # 184 - FCN = 297161.3924205 Edm = 0.0164541 NCalls = 1044 -VariableMetric: Iteration # 185 - FCN = 297161.3676257 Edm = 0.0536421 NCalls = 1047 -VariableMetric: Iteration # 186 - FCN = 297161.3411337 Edm = 0.0228243 NCalls = 1050 -VariableMetric: Iteration # 187 - FCN = 297161.2826374 Edm = 0.0244155 NCalls = 1053 -VariableMetric: Iteration # 188 - FCN = 297161.2485182 Edm = 0.0640975 NCalls = 1056 -VariableMetric: Iteration # 189 - FCN = 297161.1759075 Edm = 0.0603675 NCalls = 1059 -VariableMetric: Iteration # 190 - FCN = 297161.0920132 Edm = 0.0813276 NCalls = 1063 -VariableMetric: Iteration # 191 - FCN = 297160.9979122 Edm = 0.0368116 NCalls = 1067 -VariableMetric: Iteration # 192 - FCN = 297160.9309436 Edm = 0.0434823 NCalls = 1070 -VariableMetric: Iteration # 193 - FCN = 297160.8986 Edm = 0.0276615 NCalls = 1073 -VariableMetric: Iteration # 194 - FCN = 297160.8726439 Edm = 0.0219462 NCalls = 1075 -VariableMetric: Iteration # 195 - FCN = 297160.8494057 Edm = 0.0132809 NCalls = 1077 -VariableMetric: Iteration # 196 - FCN = 297160.8155836 Edm = 0.00926858 NCalls = 1079 -VariableMetric: Iteration # 197 - FCN = 297160.8027676 Edm = 0.00378646 NCalls = 1081 -VariableMetric: Iteration # 198 - FCN = 297160.7954534 Edm = 0.00198702 NCalls = 1083 -VariableMetric: Iteration # 199 - FCN = 297160.7905314 Edm = 0.00182229 NCalls = 1085 -VariableMetric: Iteration # 200 - FCN = 297160.7844429 Edm = 0.00248417 NCalls = 1087 -VariableMetric: Iteration # 201 - FCN = 297160.7769029 Edm = 0.00278739 NCalls = 1089 -VariableMetric: Iteration # 202 - FCN = 297160.7692972 Edm = 0.00191476 NCalls = 1091 -VariableMetric: Iteration # 203 - FCN = 297160.765457 Edm = 0.00115834 NCalls = 1093 -VariableMetric: Iteration # 204 - FCN = 297160.7618798 Edm = 0.0030127 NCalls = 1096 -VariableMetric: Iteration # 205 - FCN = 297160.7358198 Edm = 0.0136593 NCalls = 1102 -VariableMetric: Iteration # 206 - FCN = 297160.7137227 Edm = 0.0476042 NCalls = 1105 -VariableMetric: Iteration # 207 - FCN = 297160.6969543 Edm = 0.0123325 NCalls = 1107 -VariableMetric: Iteration # 208 - FCN = 297160.6767364 Edm = 0.0104619 NCalls = 1110 -VariableMetric: Iteration # 209 - FCN = 297160.6626115 Edm = 0.00367807 NCalls = 1112 -VariableMetric: Iteration # 210 - FCN = 297160.6575194 Edm = 0.00279862 NCalls = 1114 -VariableMetric: Iteration # 211 - FCN = 297160.6538203 Edm = 0.00214804 NCalls = 1117 -VariableMetric: Iteration # 212 - FCN = 297160.6498213 Edm = 0.000600419 NCalls = 1119 -VariableMetric: Iteration # 213 - FCN = 297160.6488527 Edm = 0.000281192 NCalls = 1121 -VariableMetric: Iteration # 214 - FCN = 297160.6482224 Edm = 0.000345517 NCalls = 1123 -VariableMetric: Iteration # 215 - FCN = 297160.6472364 Edm = 0.00057591 NCalls = 1125 -VariableMetric: Iteration # 216 - FCN = 297160.6458805 Edm = 0.000649528 NCalls = 1127 -VariableMetric: Iteration # 217 - FCN = 297160.6434233 Edm = 0.00128125 NCalls = 1129 -VariableMetric: Iteration # 218 - FCN = 297160.6383773 Edm = 0.00256528 NCalls = 1132 -VariableMetric: Iteration # 219 - FCN = 297160.6362004 Edm = 0.000495936 NCalls = 1134 -VariableMetric: Iteration # 220 - FCN = 297160.6356349 Edm = 0.000183073 NCalls = 1136 -VariableMetric: Iteration # 221 - FCN = 297160.6352995 Edm = 0.000103079 NCalls = 1138 -VariableMetric: Iteration # 222 - FCN = 297160.6351788 Edm = 4.3816e-05 NCalls = 1140 -VariableMetric: After Hessian - FCN = 297160.6351788 Edm = 0.00146934 NCalls = 1621 -VariableMetric: Iteration # 223 - FCN = 297160.6351788 Edm = 0.00146934 NCalls = 1621 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326365.871787 Edm = 39.5854 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326365.871787 Edm = 39.5854 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307495.817063 Edm = 10.7729 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299848.8947921 Edm = 61.1722 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299811.3589305 Edm = 342.334 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299776.3163734 Edm = 407.488 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 299776.3163734 Edm = 407.488 NCalls = 28 -VariableMetric: After Hessian - FCN = 299776.3163734 Edm = 4.65871e+08 NCalls = 501 -VariableMetric: Iteration # 6 - FCN = 299776.3163734 Edm = 4.65871e+08 NCalls = 501 -VariableMetric: Iteration # 7 - FCN = 299776.3163734 Edm = 4.65871e+08 NCalls = 512 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342700.8715413 Edm = 7843.38 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342700.8715413 Edm = 7843.38 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300271.2237964 Edm = 2.75299 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300253.6223848 Edm = 1.4597 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 300008.2138416 Edm = 148.013 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298724.6715617 Edm = 428.269 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298500.8080785 Edm = 23.4931 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298489.7466082 Edm = 0.863868 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298372.8047535 Edm = 129.068 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298370.0590366 Edm = 1.77992 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298216.7923435 Edm = 152.169 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297784.9798844 Edm = 29.5666 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297719.1855625 Edm = 1.81161 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297717.4801852 Edm = 0.0522375 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297717.3197983 Edm = 0.0674343 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297716.8890422 Edm = 0.238753 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297618.270078 Edm = 71.4473 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297477.657054 Edm = 11.6289 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297464.772924 Edm = 0.733418 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297464.2814621 Edm = 0.0956046 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297464.1894429 Edm = 0.0278485 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297463.8422253 Edm = 0.382186 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297461.054267 Edm = 0.40662 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297460.54643 Edm = 0.36587 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297454.5723205 Edm = 5.91904 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297428.604085 Edm = 15.288 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297386.3188645 Edm = 0.610495 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297385.803344 Edm = 0.281062 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297385.3893667 Edm = 0.135249 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297385.1189355 Edm = 0.00858028 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297385.0805663 Edm = 0.0246297 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297383.705092 Edm = 1.20571 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297355.5407165 Edm = 6.56695 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297352.0674666 Edm = 3.51449 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297347.4424743 Edm = 1.6067 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297345.2966399 Edm = 0.741688 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297343.7603171 Edm = 0.580725 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297343.3504648 Edm = 0.296668 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297343.0161821 Edm = 0.0412856 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297342.969432 Edm = 0.00420199 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297342.9470765 Edm = 0.0103988 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297342.8654365 Edm = 0.0496249 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297342.1984895 Edm = 0.852172 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297332.2879307 Edm = 6.32403 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297301.1580134 Edm = 6.62424 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297300.3688842 Edm = 3.38541 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297299.3516549 Edm = 0.571006 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297299.1966927 Edm = 0.187822 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297299.120748 Edm = 0.00819106 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297299.111186 Edm = 0.001927 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297299.0988138 Edm = 0.00305002 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297299.0869608 Edm = 0.00697593 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297298.9422161 Edm = 0.145857 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297296.0210005 Edm = 1.80512 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297284.5826824 Edm = 3.3623 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297281.9581403 Edm = 0.985109 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297280.7143903 Edm = 0.158295 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297280.5392682 Edm = 0.0192073 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297280.5262253 Edm = 0.00202531 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297280.5225077 Edm = 0.0019101 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297280.5176266 Edm = 0.00253539 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297280.4640004 Edm = 0.0583939 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297280.0176737 Edm = 0.371377 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297267.4545475 Edm = 2.73866 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297263.6291298 Edm = 0.866018 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297263.1002747 Edm = 0.0700929 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297263.0485235 Edm = 0.00938407 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297263.0375955 Edm = 0.00356332 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297263.0253116 Edm = 0.00460683 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297263.0005229 Edm = 0.0193906 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297262.475499 Edm = 0.538388 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297261.0270364 Edm = 1.24761 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297245.5401827 Edm = 1.64316 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297243.9940483 Edm = 0.233571 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297243.7553492 Edm = 0.0294033 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297243.717784 Edm = 0.0036105 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297243.7122612 Edm = 0.00080603 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297243.7113148 Edm = 0.000266604 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297243.7103795 Edm = 0.000584796 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297243.7003534 Edm = 0.00952395 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297243.2148828 Edm = 0.363005 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297240.927271 Edm = 0.198694 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297240.7254134 Edm = 0.00579934 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297240.7193196 Edm = 0.000254134 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297240.7190329 Edm = 6.70749e-05 NCalls = 269 -VariableMetric: After Hessian - FCN = 297240.7190329 Edm = 22.1305 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297240.7190329 Edm = 22.1305 NCalls = 742 -VariableMetric: Iteration # 85 - FCN = 297240.3546153 Edm = 373.836 NCalls = 745 -VariableMetric: Iteration # 86 - FCN = 297237.0620217 Edm = 1.03721 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297236.2453811 Edm = 0.51372 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297235.6825219 Edm = 0.539371 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297234.8863515 Edm = 0.195586 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297234.1882002 Edm = 1.24099 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297233.6792079 Edm = 1.09019 NCalls = 768 -VariableMetric: Iteration # 92 - FCN = 297233.0760867 Edm = 2.23941 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297232.5293443 Edm = 3.0097 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297231.8944181 Edm = 3.16654 NCalls = 779 -VariableMetric: Iteration # 95 - FCN = 297228.4153049 Edm = 5.2406 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297223.6536192 Edm = 3.78146 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297219.0509506 Edm = 1.85952 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297218.1407073 Edm = 1.08027 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297216.670515 Edm = 0.300728 NCalls = 795 -VariableMetric: Iteration # 100 - FCN = 297216.105154 Edm = 0.824365 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297215.7804341 Edm = 0.145774 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297215.5414989 Edm = 0.0870866 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297215.36919 Edm = 0.0688801 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297215.2742273 Edm = 0.0296951 NCalls = 806 -VariableMetric: Iteration # 105 - FCN = 297215.2252016 Edm = 0.0182544 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297215.1783551 Edm = 0.0189115 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297215.1204324 Edm = 0.0222198 NCalls = 812 -VariableMetric: Iteration # 108 - FCN = 297215.0816722 Edm = 0.0100215 NCalls = 814 -VariableMetric: Iteration # 109 - FCN = 297215.0479501 Edm = 0.0144358 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297214.9720696 Edm = 0.0258176 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297214.887696 Edm = 0.0290456 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297214.831894 Edm = 0.0125966 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297214.803053 Edm = 0.00776141 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297214.7896286 Edm = 0.00383096 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297214.7794871 Edm = 0.00345235 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297214.7721636 Edm = 0.00186461 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297214.7677987 Edm = 0.000664117 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297214.7667853 Edm = 0.000216117 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297214.7659663 Edm = 0.000296977 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297214.7647949 Edm = 0.000378997 NCalls = 841 -VariableMetric: Iteration # 121 - FCN = 297214.7630986 Edm = 0.000420029 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297214.7615478 Edm = 0.000451289 NCalls = 846 -VariableMetric: Iteration # 123 - FCN = 297214.7604732 Edm = 0.000555555 NCalls = 848 -VariableMetric: Iteration # 124 - FCN = 297214.7594099 Edm = 0.000399249 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297214.7589359 Edm = 7.84915e-05 NCalls = 853 -VariableMetric: Iteration # 126 - FCN = 297214.758813 Edm = 1.12934e-05 NCalls = 855 -VariableMetric: After Hessian - FCN = 297214.758813 Edm = 2.19366e-05 NCalls = 1342 -VariableMetric: Iteration # 127 - FCN = 297214.758813 Edm = 2.19366e-05 NCalls = 1342 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346402.575833 Edm = 3343.15 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346402.575833 Edm = 3343.15 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307005.7187855 Edm = 82.0317 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 305973.2929762 Edm = 8.41783 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305766.8491669 Edm = 451.613 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301538.2101277 Edm = 56.6973 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 301350.9422699 Edm = 774.507 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298784.2918127 Edm = 209.453 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298691.7512237 Edm = 143.239 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298621.8483596 Edm = 7.89543 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298605.647391 Edm = 11.0299 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297819.6559674 Edm = 139.477 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297695.8498108 Edm = 38.2854 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297676.6000232 Edm = 10.7454 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297664.819412 Edm = 0.234037 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297664.5657899 Edm = 0.0362744 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297664.0607068 Edm = 0.450869 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297560.1308429 Edm = 63.8401 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297355.3865125 Edm = 3.11565 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297351.3848458 Edm = 0.154215 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297351.1720758 Edm = 0.0240623 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297350.9513923 Edm = 0.168329 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297324.2261321 Edm = 11.8648 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297302.5454614 Edm = 0.257347 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297302.302313 Edm = 0.0047641 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297302.2902739 Edm = 0.00567687 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297302.0863229 Edm = 0.189036 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297288.5568605 Edm = 3.65405 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297282.8499145 Edm = 0.133757 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297282.7001772 Edm = 0.00806905 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297282.6747726 Edm = 0.0232728 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297280.4904456 Edm = 2.27691 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297280.1248105 Edm = 0.361268 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297271.9316965 Edm = 3.55999 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297243.3592113 Edm = 12.9842 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297222.1848669 Edm = 30.9657 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297205.2847622 Edm = 22.6222 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297187.1738588 Edm = 4.83789 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297183.0308272 Edm = 1.78194 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297182.211622 Edm = 0.212215 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297182.0501248 Edm = 0.019883 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297182.0295822 Edm = 0.00812327 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297181.7771363 Edm = 0.093278 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297181.4322903 Edm = 0.226697 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297133.5468115 Edm = 55.6919 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297132.63644 Edm = 0.833361 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297128.4180689 Edm = 3.29009 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297117.5388182 Edm = 5.82858 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297106.0816563 Edm = 7.48463 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297099.4019519 Edm = 1.98143 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297095.4835008 Edm = 0.458232 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297094.6647292 Edm = 0.169585 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297094.1564777 Edm = 0.317959 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297093.2422441 Edm = 0.228975 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297092.9816833 Edm = 0.0266755 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297092.8033992 Edm = 0.159826 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297092.4481662 Edm = 0.372209 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297092.2170937 Edm = 0.181096 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297092.0268491 Edm = 0.172886 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297091.8194417 Edm = 0.119687 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297091.4421725 Edm = 0.211579 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297091.3166346 Edm = 0.19728 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297090.9467968 Edm = 0.225816 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297090.4550533 Edm = 0.198616 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297090.0123812 Edm = 0.580296 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297089.7759332 Edm = 0.38478 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297089.0739177 Edm = 0.163597 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297088.7865262 Edm = 0.482971 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297087.9411213 Edm = 0.371857 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297087.6754108 Edm = 1.05939 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297087.1527114 Edm = 0.207321 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297086.6969294 Edm = 0.317276 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297086.2971347 Edm = 0.124493 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297085.8836455 Edm = 0.900902 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297085.498488 Edm = 0.244364 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297085.3075845 Edm = 0.33014 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297085.0285709 Edm = 0.106079 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297084.6855236 Edm = 0.191796 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297084.4707769 Edm = 0.306337 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297084.1287491 Edm = 0.274222 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297083.6283902 Edm = 0.140562 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297083.3721967 Edm = 0.400479 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297083.1538058 Edm = 0.288025 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297082.6259686 Edm = 0.305868 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297082.1433171 Edm = 0.617999 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297081.9966869 Edm = 0.312315 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297081.0669666 Edm = 0.59164 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297080.8843473 Edm = 0.447875 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297080.4960859 Edm = 0.249042 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297080.0679046 Edm = 0.499977 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297079.4859513 Edm = 0.311242 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297079.1401355 Edm = 0.0732928 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297079.0727515 Edm = 0.00424182 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297079.0687855 Edm = 0.00162045 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297079.0643542 Edm = 0.00407287 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297078.9020376 Edm = 0.153789 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297073.2143284 Edm = 2.73584 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297068.3024454 Edm = 6.16154 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297066.0864192 Edm = 0.625416 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297065.1402003 Edm = 0.230128 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297064.5214253 Edm = 0.352245 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297064.3150172 Edm = 0.120625 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297064.2127521 Edm = 0.0173325 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297064.1966913 Edm = 0.00280885 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297064.1932875 Edm = 0.000349212 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297064.1926196 Edm = 0.000192117 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297064.1912432 Edm = 0.00117455 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297064.1229196 Edm = 0.0740304 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297064.0371041 Edm = 0.0746147 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297062.9593133 Edm = 1.10994 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297061.786711 Edm = 0.431079 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297061.2928745 Edm = 0.234399 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 297061.0875133 Edm = 0.0407523 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 297061.0255654 Edm = 0.0112573 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297061.0141404 Edm = 0.00065898 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297061.0132797 Edm = 8.98422e-05 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297061.0129536 Edm = 0.00019912 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297061.0071231 Edm = 0.00608468 NCalls = 379 -VariableMetric: Iteration # 117 - FCN = 297060.7805795 Edm = 0.14957 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297059.575131 Edm = 0.959007 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297058.834579 Edm = 0.284206 NCalls = 391 -VariableMetric: Iteration # 120 - FCN = 297058.4896999 Edm = 0.0212702 NCalls = 393 -VariableMetric: Iteration # 121 - FCN = 297058.469851 Edm = 0.00163227 NCalls = 394 -VariableMetric: Iteration # 122 - FCN = 297058.4678078 Edm = 0.000130932 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297058.4676201 Edm = 3.45169e-05 NCalls = 398 -VariableMetric: After Hessian - FCN = 297058.4676201 Edm = 1.23903 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297058.4676201 Edm = 1.23903 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297058.2555992 Edm = 15.9199 NCalls = 873 -VariableMetric: Iteration # 126 - FCN = 297054.9722174 Edm = 5.4325 NCalls = 876 -VariableMetric: Iteration # 127 - FCN = 297054.590659 Edm = 11.887 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297053.354627 Edm = 9.40326 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297052.8421924 Edm = 3.12625 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297052.1202656 Edm = 1.06577 NCalls = 885 -VariableMetric: Iteration # 131 - FCN = 297051.5937064 Edm = 0.404994 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297051.3433282 Edm = 0.60699 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297050.9553235 Edm = 0.214217 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297050.6589168 Edm = 0.463297 NCalls = 896 -VariableMetric: Iteration # 135 - FCN = 297050.3274815 Edm = 0.195301 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297050.2313922 Edm = 0.17072 NCalls = 902 -VariableMetric: Iteration # 137 - FCN = 297050.1161991 Edm = 0.162013 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297048.648346 Edm = 7.88041 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297048.585509 Edm = 0.361339 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297048.2694279 Edm = 0.917337 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297048.0821856 Edm = 1.57972 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297046.9930015 Edm = 1.78112 NCalls = 923 -VariableMetric: Iteration # 143 - FCN = 297042.9891426 Edm = 6.36291 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297037.8476356 Edm = 20.3665 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297037.5562092 Edm = 0.315882 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297037.0779142 Edm = 1.07703 NCalls = 937 -VariableMetric: Iteration # 147 - FCN = 297036.0386762 Edm = 5.4934 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297033.4935454 Edm = 4.6324 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 297032.498658 Edm = 1.19017 NCalls = 949 -VariableMetric: Iteration # 150 - FCN = 297031.3999666 Edm = 1.94667 NCalls = 953 -VariableMetric: Iteration # 151 - FCN = 297029.3986178 Edm = 1.05815 NCalls = 958 -VariableMetric: Iteration # 152 - FCN = 297028.782359 Edm = 0.258473 NCalls = 960 -VariableMetric: Iteration # 153 - FCN = 297028.4334825 Edm = 0.253672 NCalls = 963 -VariableMetric: Iteration # 154 - FCN = 297027.8941902 Edm = 0.3647 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297027.4658218 Edm = 0.613718 NCalls = 971 -VariableMetric: Iteration # 156 - FCN = 297026.9423262 Edm = 0.381006 NCalls = 975 -VariableMetric: Iteration # 157 - FCN = 297026.4491973 Edm = 0.150205 NCalls = 977 -VariableMetric: Iteration # 158 - FCN = 297026.3351093 Edm = 0.0224904 NCalls = 979 -VariableMetric: Iteration # 159 - FCN = 297026.3158427 Edm = 0.0133042 NCalls = 980 -VariableMetric: Iteration # 160 - FCN = 297026.3055445 Edm = 0.0113537 NCalls = 982 -VariableMetric: Iteration # 161 - FCN = 297026.2920305 Edm = 0.00621615 NCalls = 984 -VariableMetric: Iteration # 162 - FCN = 297026.2832863 Edm = 0.00348403 NCalls = 986 -VariableMetric: Iteration # 163 - FCN = 297026.2772114 Edm = 0.00310794 NCalls = 988 -VariableMetric: Iteration # 164 - FCN = 297026.271843 Edm = 0.00239105 NCalls = 990 -VariableMetric: Iteration # 165 - FCN = 297026.2689138 Edm = 0.000592189 NCalls = 992 -VariableMetric: Iteration # 166 - FCN = 297026.2676829 Edm = 0.000542695 NCalls = 994 -VariableMetric: Iteration # 167 - FCN = 297026.2656072 Edm = 0.00161349 NCalls = 997 -VariableMetric: Iteration # 168 - FCN = 297026.2630683 Edm = 0.000499171 NCalls = 1000 -VariableMetric: Iteration # 169 - FCN = 297026.2623678 Edm = 0.000365282 NCalls = 1002 -VariableMetric: Iteration # 170 - FCN = 297026.2616875 Edm = 0.000639978 NCalls = 1004 -VariableMetric: Iteration # 171 - FCN = 297026.2594564 Edm = 0.00167994 NCalls = 1007 -VariableMetric: Iteration # 172 - FCN = 297026.2442132 Edm = 0.0127526 NCalls = 1010 -VariableMetric: Iteration # 173 - FCN = 297026.2106639 Edm = 0.00818478 NCalls = 1012 -VariableMetric: Iteration # 174 - FCN = 297026.2016839 Edm = 0.00171494 NCalls = 1014 -VariableMetric: Iteration # 175 - FCN = 297026.1991483 Edm = 0.00174543 NCalls = 1016 -VariableMetric: Iteration # 176 - FCN = 297026.1944078 Edm = 0.00379694 NCalls = 1020 -VariableMetric: Iteration # 177 - FCN = 297026.1863339 Edm = 0.00106481 NCalls = 1023 -VariableMetric: Iteration # 178 - FCN = 297026.1851906 Edm = 9.69407e-05 NCalls = 1025 -VariableMetric: Iteration # 179 - FCN = 297026.1851026 Edm = 7.02906e-06 NCalls = 1026 -VariableMetric: After Hessian - FCN = 297026.1851026 Edm = 1.39513e-05 NCalls = 1525 -VariableMetric: Iteration # 180 - FCN = 297026.1851026 Edm = 1.39513e-05 NCalls = 1525 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300654.5148681 Edm = 563.239 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300654.5148681 Edm = 563.239 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298259.4112434 Edm = 0.775635 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298250.8715427 Edm = 1.2353 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298074.9617623 Edm = 81.6662 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297718.5666445 Edm = 9.03408 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297713.1174765 Edm = 0.545492 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297712.6215964 Edm = 0.0653826 NCalls = 21 -VariableMetric: Iteration # 7 - FCN = 297709.0640974 Edm = 3.63954 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297707.1921405 Edm = 1.79247 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297700.9469446 Edm = 5.37442 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297614.1096609 Edm = 3.98285 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297605.5347937 Edm = 0.742704 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297604.939932 Edm = 0.121106 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297604.6001398 Edm = 0.224819 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297602.8900238 Edm = 1.83485 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297547.7652012 Edm = 29.0658 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297520.5732853 Edm = 30.5115 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297501.6951821 Edm = 0.869654 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297500.1587978 Edm = 0.313469 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297499.9025806 Edm = 0.0732757 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297497.9577306 Edm = 3.15434 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297476.2296723 Edm = 14.4038 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297472.9723316 Edm = 57.7811 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297472.7136578 Edm = 0.418808 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297460.3823212 Edm = 6.61332 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297429.0951483 Edm = 12.3472 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297366.2593104 Edm = 14.1679 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297359.4741426 Edm = 43.7194 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297352.5668379 Edm = 0.201753 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297351.7536476 Edm = 0.276089 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297348.2887655 Edm = 0.728845 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297347.4767196 Edm = 0.556788 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297347.234463 Edm = 0.0659124 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297347.1302337 Edm = 0.00421195 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297347.1184707 Edm = 0.00809305 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297344.235457 Edm = 2.07433 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297336.592338 Edm = 2.28381 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297334.3257392 Edm = 1.15258 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297333.0279908 Edm = 0.877967 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297331.1330145 Edm = 2.87548 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297329.8172934 Edm = 0.695496 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297328.5994528 Edm = 0.220344 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297328.3174919 Edm = 0.0330696 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297328.2956076 Edm = 0.00547046 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297328.2881492 Edm = 0.00211074 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297328.2792029 Edm = 0.00441966 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297328.2048286 Edm = 0.0722344 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297321.939824 Edm = 0.681783 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297318.3392197 Edm = 0.492718 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297318.0305799 Edm = 0.0363888 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297317.9996706 Edm = 0.00775271 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297317.9929936 Edm = 0.00296788 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297317.9826712 Edm = 0.011282 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297317.7725975 Edm = 0.201192 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297312.557529 Edm = 1.11895 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297310.9089414 Edm = 0.64016 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297309.909747 Edm = 1.18363 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297309.5345268 Edm = 0.318305 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297309.0382943 Edm = 0.111552 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297308.872437 Edm = 0.0346817 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297308.8274303 Edm = 0.0367607 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297308.8128409 Edm = 0.00506987 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297308.802137 Edm = 0.00325894 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297308.7893043 Edm = 0.00390545 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297308.7813587 Edm = 0.00346753 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297308.7499388 Edm = 0.0329278 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297308.6291879 Edm = 0.114115 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297308.4512953 Edm = 0.193506 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297308.3495332 Edm = 0.10084 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297308.1423832 Edm = 0.215386 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297307.5572106 Edm = 0.705899 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297307.5507948 Edm = 0.00900786 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297307.5307006 Edm = 0.0219026 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297306.2051957 Edm = 1.12417 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297300.9719093 Edm = 4.59429 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297299.5627212 Edm = 0.412933 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297299.2913383 Edm = 0.0232532 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297299.2454159 Edm = 0.0337391 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297299.1992058 Edm = 0.0167902 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297299.1811535 Edm = 0.00421399 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297299.1605472 Edm = 0.0196518 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297299.0597647 Edm = 0.0892899 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297298.7973505 Edm = 0.0928709 NCalls = 288 -VariableMetric: Iteration # 83 - FCN = 297298.6267059 Edm = 0.161896 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297298.537022 Edm = 0.111965 NCalls = 292 -VariableMetric: Iteration # 85 - FCN = 297298.1961991 Edm = 0.130002 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297297.941041 Edm = 0.137975 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297297.7988381 Edm = 0.0968924 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297297.5888123 Edm = 0.204741 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297297.2485933 Edm = 0.386096 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297296.6073254 Edm = 0.456613 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297295.2658767 Edm = 2.80384 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297294.6613298 Edm = 1.05079 NCalls = 319 -VariableMetric: Iteration # 93 - FCN = 297292.3313152 Edm = 0.639372 NCalls = 323 -VariableMetric: Iteration # 94 - FCN = 297291.1475099 Edm = 0.724555 NCalls = 325 -VariableMetric: Iteration # 95 - FCN = 297290.5837779 Edm = 0.545411 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297289.8199769 Edm = 0.558868 NCalls = 331 -VariableMetric: Iteration # 97 - FCN = 297289.5383324 Edm = 0.157493 NCalls = 333 -VariableMetric: Iteration # 98 - FCN = 297289.0928227 Edm = 0.194584 NCalls = 335 -VariableMetric: Iteration # 99 - FCN = 297287.4404329 Edm = 0.657715 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297286.6914165 Edm = 0.567677 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297286.2954406 Edm = 0.0390906 NCalls = 343 -VariableMetric: Iteration # 102 - FCN = 297286.2554505 Edm = 0.00292591 NCalls = 344 -VariableMetric: Iteration # 103 - FCN = 297286.2515569 Edm = 0.000985572 NCalls = 346 -VariableMetric: Iteration # 104 - FCN = 297286.247859 Edm = 0.00177432 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297286.2381081 Edm = 0.00388998 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297286.2209534 Edm = 0.00802691 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297285.8689054 Edm = 0.283259 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297283.3331381 Edm = 0.484616 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297282.9282381 Edm = 0.0872951 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297282.8755291 Edm = 0.0144462 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 297282.8669141 Edm = 0.000602332 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 297282.8662523 Edm = 0.000124175 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297282.8631772 Edm = 0.00275166 NCalls = 373 -VariableMetric: Iteration # 114 - FCN = 297282.8377718 Edm = 0.0198188 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297282.3598917 Edm = 0.4293 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297280.8929959 Edm = 0.145976 NCalls = 383 -VariableMetric: Iteration # 117 - FCN = 297280.7296577 Edm = 0.0100196 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297280.7201663 Edm = 0.00201833 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297280.7171065 Edm = 0.000313415 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297280.7166656 Edm = 2.95834e-05 NCalls = 390 -VariableMetric: After Hessian - FCN = 297280.7166656 Edm = 3.51734 NCalls = 867 -VariableMetric: Iteration # 121 - FCN = 297280.7166656 Edm = 3.51734 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297279.685507 Edm = 2.34335 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297279.1518785 Edm = 1.87116 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297278.2214571 Edm = 0.375947 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297277.9428112 Edm = 0.047855 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297277.9039963 Edm = 0.0423327 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297277.8528449 Edm = 0.0153066 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297277.841714 Edm = 0.0214712 NCalls = 885 -VariableMetric: Iteration # 129 - FCN = 297277.8238676 Edm = 0.0113267 NCalls = 887 -VariableMetric: Iteration # 130 - FCN = 297277.8033719 Edm = 0.0178473 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297277.7869426 Edm = 0.0112805 NCalls = 891 -VariableMetric: Iteration # 132 - FCN = 297277.7652219 Edm = 0.0136619 NCalls = 894 -VariableMetric: Iteration # 133 - FCN = 297277.7539222 Edm = 0.00640916 NCalls = 897 -VariableMetric: Iteration # 134 - FCN = 297277.7453831 Edm = 0.00262118 NCalls = 899 -VariableMetric: Iteration # 135 - FCN = 297277.74008 Edm = 0.00403669 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297277.7379196 Edm = 0.00153904 NCalls = 903 -VariableMetric: Iteration # 137 - FCN = 297277.7367448 Edm = 0.00159021 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297277.7350183 Edm = 0.00066697 NCalls = 908 -VariableMetric: Iteration # 139 - FCN = 297277.7333844 Edm = 0.000764201 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297277.7325828 Edm = 0.0014139 NCalls = 914 -VariableMetric: Iteration # 141 - FCN = 297277.7310722 Edm = 0.00107989 NCalls = 916 -VariableMetric: Iteration # 142 - FCN = 297277.7292544 Edm = 0.00235034 NCalls = 918 -VariableMetric: Iteration # 143 - FCN = 297277.7281221 Edm = 0.00021515 NCalls = 921 -VariableMetric: Iteration # 144 - FCN = 297277.7278204 Edm = 0.000161363 NCalls = 924 -VariableMetric: Iteration # 145 - FCN = 297277.7276165 Edm = 0.000116433 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297277.7272075 Edm = 0.000283216 NCalls = 930 -VariableMetric: Iteration # 147 - FCN = 297277.7263836 Edm = 0.000396945 NCalls = 935 -VariableMetric: Iteration # 148 - FCN = 297277.7262297 Edm = 0.000257541 NCalls = 937 -VariableMetric: Iteration # 149 - FCN = 297277.7258828 Edm = 8.94787e-05 NCalls = 939 -VariableMetric: Iteration # 150 - FCN = 297277.7257444 Edm = 0.000126516 NCalls = 941 -VariableMetric: Iteration # 151 - FCN = 297277.7255642 Edm = 4.62794e-05 NCalls = 944 -VariableMetric: Iteration # 152 - FCN = 297277.7254734 Edm = 9.68841e-05 NCalls = 947 -VariableMetric: Iteration # 153 - FCN = 297277.725343 Edm = 4.28449e-05 NCalls = 949 -VariableMetric: After Hessian - FCN = 297277.725343 Edm = 0.000594662 NCalls = 1428 -VariableMetric: Iteration # 154 - FCN = 297277.725343 Edm = 0.000594662 NCalls = 1428 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314854.5714572 Edm = 25.152 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314854.5714572 Edm = 25.152 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303094.2979876 Edm = 5.75433 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303048.9326148 Edm = 7.86069 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302675.428682 Edm = 144.731 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302519.5506449 Edm = 8.09585 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 302506.6740912 Edm = 16.8421 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 302029.9036341 Edm = 286.312 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298821.3370849 Edm = 179.346 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298472.298526 Edm = 148.939 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 298324.9260956 Edm = 847.718 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298191.8963261 Edm = 190.74 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298111.0555552 Edm = 42.2206 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298079.1382027 Edm = 12.6256 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298060.0539611 Edm = 0.604824 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298059.5190296 Edm = 0.0776922 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 298058.5524865 Edm = 0.77443 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 298019.6195945 Edm = 16.3135 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297989.9857976 Edm = 1.41869 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297986.830062 Edm = 0.094279 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297986.6877161 Edm = 0.0309022 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297986.0617247 Edm = 0.415088 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297944.6052567 Edm = 16.1226 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297908.6157856 Edm = 20.1173 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297876.8769412 Edm = 12.321 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297861.6667211 Edm = 5.90475 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297858.1335226 Edm = 0.756556 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297857.352791 Edm = 0.0907934 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297857.2686777 Edm = 0.0131897 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297857.1811588 Edm = 0.0723714 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297848.4259596 Edm = 11.3568 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297847.6735005 Edm = 0.907562 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297845.3649805 Edm = 1.94515 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297811.8407293 Edm = 24.0795 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297784.5429735 Edm = 8.29849 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297779.7099032 Edm = 1.85374 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297778.7146127 Edm = 0.188163 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297778.5846131 Edm = 0.0230431 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297778.5719924 Edm = 0.0139367 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297778.5239278 Edm = 0.0366598 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297749.7396428 Edm = 30.3328 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297712.7320982 Edm = 17.6562 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297697.5196546 Edm = 7.60348 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297687.6867368 Edm = 1.56487 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297685.5419469 Edm = 0.170542 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297685.2862316 Edm = 0.0308868 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297685.2216769 Edm = 0.0145089 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297685.196564 Edm = 0.00533668 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297685.1737642 Edm = 0.0118485 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297683.5848089 Edm = 1.64957 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297682.7207272 Edm = 0.828684 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297682.4580492 Edm = 0.210235 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297662.8238447 Edm = 9.94695 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297648.7745998 Edm = 2.76409 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297645.9000483 Edm = 1.59136 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297643.3138291 Edm = 1.89185 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297641.5775159 Edm = 0.268042 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297641.2869571 Edm = 0.0247696 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297641.2530315 Edm = 0.0339796 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297641.2009112 Edm = 0.0268467 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297641.1040989 Edm = 0.0515155 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297641.0401622 Edm = 0.0356509 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297640.981897 Edm = 0.0264016 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297640.9344189 Edm = 0.0736106 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297640.7605603 Edm = 0.257301 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297640.6686065 Edm = 0.264428 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297640.6352872 Edm = 0.103601 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297640.5084583 Edm = 0.0657491 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297640.401044 Edm = 0.0362661 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297640.281058 Edm = 0.0758532 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297640.2183265 Edm = 0.0323133 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297640.1472771 Edm = 0.00966277 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297640.1193847 Edm = 0.0278272 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297640.1020598 Edm = 0.0069955 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297640.0845329 Edm = 0.00793794 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297639.9619039 Edm = 0.0863231 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297639.9204031 Edm = 0.0899145 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297639.5904869 Edm = 0.413625 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297638.7133596 Edm = 1.01781 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297628.3532701 Edm = 7.59094 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297620.8519556 Edm = 12.5701 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297613.3056576 Edm = 2.18186 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297610.6670892 Edm = 0.60308 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297609.1717825 Edm = 1.06677 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297607.5251199 Edm = 0.882012 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297606.3407484 Edm = 0.548753 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297605.8465151 Edm = 0.0423771 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297605.7953086 Edm = 0.0076047 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297605.7828874 Edm = 0.0020555 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297605.7762102 Edm = 0.00425459 NCalls = 282 -VariableMetric: Iteration # 89 - FCN = 297605.7264705 Edm = 0.0497391 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297605.3746395 Edm = 0.169988 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297603.4784251 Edm = 1.95334 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297599.6041264 Edm = 2.26971 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297595.6087385 Edm = 6.1877 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297594.1232851 Edm = 0.818243 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297593.1301804 Edm = 0.407425 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297592.571458 Edm = 0.31747 NCalls = 308 -VariableMetric: Iteration # 97 - FCN = 297592.2942263 Edm = 0.228602 NCalls = 310 -VariableMetric: Iteration # 98 - FCN = 297592.1480602 Edm = 0.0458155 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297592.0529881 Edm = 0.0345959 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297591.7928892 Edm = 0.177792 NCalls = 319 -VariableMetric: Iteration # 101 - FCN = 297591.6294815 Edm = 0.524042 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297591.4243751 Edm = 0.0216533 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297591.3962184 Edm = 0.00240258 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297591.3926086 Edm = 0.000586563 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297591.3880919 Edm = 0.00598282 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297591.3730978 Edm = 0.0130827 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297591.3030112 Edm = 0.0358113 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297590.2982982 Edm = 1.35805 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297587.6379699 Edm = 2.45475 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297585.3532413 Edm = 3.08402 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297583.5614873 Edm = 0.20202 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297583.3674359 Edm = 0.103813 NCalls = 355 -VariableMetric: Iteration # 113 - FCN = 297583.2213416 Edm = 0.021433 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297583.1988087 Edm = 0.00616527 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297583.1935499 Edm = 0.000637097 NCalls = 360 -VariableMetric: Iteration # 116 - FCN = 297583.1924569 Edm = 0.000462743 NCalls = 362 -VariableMetric: Iteration # 117 - FCN = 297583.1908063 Edm = 0.000621521 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297583.1897758 Edm = 0.000156501 NCalls = 367 -VariableMetric: Iteration # 119 - FCN = 297583.1891788 Edm = 0.000411905 NCalls = 369 -VariableMetric: Iteration # 120 - FCN = 297583.1718456 Edm = 0.0161888 NCalls = 373 -VariableMetric: Iteration # 121 - FCN = 297582.7801384 Edm = 0.319807 NCalls = 377 -VariableMetric: Iteration # 122 - FCN = 297581.0028436 Edm = 0.439013 NCalls = 380 -VariableMetric: Iteration # 123 - FCN = 297580.5842162 Edm = 0.0399862 NCalls = 381 -VariableMetric: Iteration # 124 - FCN = 297580.5307581 Edm = 0.0238205 NCalls = 383 -VariableMetric: Iteration # 125 - FCN = 297580.5146954 Edm = 0.00295965 NCalls = 385 -VariableMetric: Iteration # 126 - FCN = 297580.5104125 Edm = 0.00017425 NCalls = 387 -VariableMetric: Iteration # 127 - FCN = 297580.5101742 Edm = 2.80999e-05 NCalls = 389 -VariableMetric: After Hessian - FCN = 297580.5101742 Edm = 0.733744 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297580.5101742 Edm = 0.733744 NCalls = 870 -VariableMetric: Iteration # 129 - FCN = 297579.7068808 Edm = 0.337259 NCalls = 872 -VariableMetric: Iteration # 130 - FCN = 297579.509041 Edm = 0.0619965 NCalls = 874 -VariableMetric: Iteration # 131 - FCN = 297579.4519497 Edm = 0.038839 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297579.4295083 Edm = 0.0143904 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297579.4059432 Edm = 0.00800604 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297579.3960859 Edm = 0.00320117 NCalls = 883 -VariableMetric: Iteration # 135 - FCN = 297579.3914494 Edm = 0.00242531 NCalls = 885 -VariableMetric: Iteration # 136 - FCN = 297579.3743263 Edm = 0.026907 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297579.3403526 Edm = 0.0213561 NCalls = 895 -VariableMetric: Iteration # 138 - FCN = 297579.3276585 Edm = 0.0174771 NCalls = 897 -VariableMetric: Iteration # 139 - FCN = 297579.3144456 Edm = 0.0158929 NCalls = 899 -VariableMetric: Iteration # 140 - FCN = 297579.3005106 Edm = 0.0174273 NCalls = 902 -VariableMetric: Iteration # 141 - FCN = 297579.2907917 Edm = 0.0259407 NCalls = 905 -VariableMetric: Iteration # 142 - FCN = 297579.279944 Edm = 0.00806564 NCalls = 908 -VariableMetric: Iteration # 143 - FCN = 297579.2736478 Edm = 0.00175137 NCalls = 910 -VariableMetric: Iteration # 144 - FCN = 297579.2721287 Edm = 8.99508e-05 NCalls = 912 -VariableMetric: Iteration # 145 - FCN = 297579.2720162 Edm = 1.69839e-05 NCalls = 914 -VariableMetric: After Hessian - FCN = 297579.2720162 Edm = 0.000476774 NCalls = 1407 -VariableMetric: Iteration # 146 - FCN = 297579.2720162 Edm = 0.000476774 NCalls = 1407 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320885.7722852 Edm = 27.1824 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320885.7722852 Edm = 27.1824 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299347.7528246 Edm = 668.735 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298938.9563702 Edm = 46.7305 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298909.7213425 Edm = 8.87198 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298528.2327103 Edm = 219.867 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298206.9015186 Edm = 24.0419 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298185.6536462 Edm = 10.1042 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297921.1350971 Edm = 108.304 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297841.1976182 Edm = 5.97191 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297835.73997 Edm = 0.159721 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297835.4394205 Edm = 0.0876919 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297833.9793053 Edm = 1.49928 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297723.6061519 Edm = 18.0281 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297649.472088 Edm = 77.8426 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297592.6062122 Edm = 172.153 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297523.3805995 Edm = 22.3465 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297518.8413419 Edm = 4.02173 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297516.1424185 Edm = 0.384697 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297515.5840331 Edm = 0.219761 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297501.5392509 Edm = 8.3828 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297465.8303544 Edm = 2.67261 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297461.8900598 Edm = 1.01679 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297459.2456186 Edm = 0.250598 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297458.7168445 Edm = 0.0635019 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297458.5804769 Edm = 0.0282664 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297457.8097078 Edm = 0.351755 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297453.7986973 Edm = 2.39163 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297431.2009416 Edm = 14.6473 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297405.498932 Edm = 9.38413 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297400.4575159 Edm = 46.264 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297394.8879913 Edm = 36.3158 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297383.9753506 Edm = 17.982 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297372.9738167 Edm = 4.15745 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297369.071264 Edm = 1.82066 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297367.2257995 Edm = 0.201548 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297366.9858944 Edm = 0.0203284 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297366.888161 Edm = 0.0610509 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297365.0988766 Edm = 1.4705 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297350.3538482 Edm = 8.3292 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297330.2960839 Edm = 0.98761 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297329.1371015 Edm = 0.0510881 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297329.0593202 Edm = 0.00831537 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297329.0336815 Edm = 0.0183353 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297328.7735667 Edm = 0.198636 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297326.8719406 Edm = 1.44115 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297319.4921377 Edm = 4.40434 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297304.5728165 Edm = 1.18471 NCalls = 147 -VariableMetric: Iteration # 47 - FCN = 297303.2852852 Edm = 0.1469 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297303.0206537 Edm = 0.0412754 NCalls = 151 -VariableMetric: Iteration # 49 - FCN = 297302.9536354 Edm = 0.0127344 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297302.9134785 Edm = 0.0286493 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297302.552378 Edm = 0.200023 NCalls = 159 -VariableMetric: Iteration # 52 - FCN = 297299.5777946 Edm = 1.95647 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297284.0596073 Edm = 5.4586 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297273.8036279 Edm = 2.19961 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297271.3983673 Edm = 1.60886 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297270.0641696 Edm = 0.902429 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297269.5811981 Edm = 0.354608 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297269.2818508 Edm = 0.059237 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297269.1958767 Edm = 0.0257668 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297269.1585245 Edm = 0.00275349 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297269.1396486 Edm = 0.014394 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297268.0840919 Edm = 1.03893 NCalls = 192 -VariableMetric: Iteration # 63 - FCN = 297259.3661783 Edm = 8.24391 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297233.8084128 Edm = 1.32313 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297232.3295477 Edm = 0.911269 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297231.5601298 Edm = 0.0787073 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297231.4853287 Edm = 0.00844677 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297231.4708271 Edm = 0.00157986 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297231.4677329 Edm = 0.00129295 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297231.453922 Edm = 0.0134278 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297231.3149651 Edm = 0.129579 NCalls = 220 -VariableMetric: Iteration # 72 - FCN = 297226.7227852 Edm = 4.392 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297214.8750503 Edm = 2.70041 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297211.0744498 Edm = 0.960493 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297210.3250923 Edm = 0.164047 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297210.2166828 Edm = 0.0104532 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297210.2066351 Edm = 0.00150471 NCalls = 235 -VariableMetric: Iteration # 78 - FCN = 297210.2035824 Edm = 0.00150748 NCalls = 237 -VariableMetric: Iteration # 79 - FCN = 297210.1964109 Edm = 0.0075729 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297210.082983 Edm = 0.0932812 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297209.3562607 Edm = 0.373204 NCalls = 247 -VariableMetric: Iteration # 82 - FCN = 297207.3452104 Edm = 0.663082 NCalls = 249 -VariableMetric: Iteration # 83 - FCN = 297206.114821 Edm = 0.400975 NCalls = 251 -VariableMetric: Iteration # 84 - FCN = 297205.705227 Edm = 0.0418982 NCalls = 252 -VariableMetric: Iteration # 85 - FCN = 297205.673956 Edm = 0.00786116 NCalls = 254 -VariableMetric: Iteration # 86 - FCN = 297205.6664726 Edm = 0.00104498 NCalls = 256 -VariableMetric: Iteration # 87 - FCN = 297205.6645521 Edm = 0.00025171 NCalls = 258 -VariableMetric: Iteration # 88 - FCN = 297205.6638802 Edm = 0.000245441 NCalls = 260 -VariableMetric: Iteration # 89 - FCN = 297205.661697 Edm = 0.00170924 NCalls = 263 -VariableMetric: Iteration # 90 - FCN = 297205.5605248 Edm = 0.088012 NCalls = 268 -VariableMetric: Iteration # 91 - FCN = 297201.3821648 Edm = 0.940105 NCalls = 273 -VariableMetric: Iteration # 92 - FCN = 297200.1035344 Edm = 0.196197 NCalls = 275 -VariableMetric: Iteration # 93 - FCN = 297199.8862339 Edm = 0.0454926 NCalls = 277 -VariableMetric: Iteration # 94 - FCN = 297199.8498082 Edm = 0.00263529 NCalls = 278 -VariableMetric: Iteration # 95 - FCN = 297199.846804 Edm = 0.000154622 NCalls = 280 -VariableMetric: Iteration # 96 - FCN = 297199.8465889 Edm = 3.95984e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297199.8465889 Edm = 441.722 NCalls = 761 -VariableMetric: Iteration # 97 - FCN = 297199.8465889 Edm = 441.722 NCalls = 761 -VariableMetric: Iteration # 98 - FCN = 297196.3153069 Edm = 869.789 NCalls = 765 -VariableMetric: Iteration # 99 - FCN = 297194.7331273 Edm = 5.92838 NCalls = 767 -VariableMetric: Iteration # 100 - FCN = 297190.6058517 Edm = 20.2672 NCalls = 775 -VariableMetric: Iteration # 101 - FCN = 297189.6973444 Edm = 247.524 NCalls = 777 -VariableMetric: Iteration # 102 - FCN = 297183.896243 Edm = 114323 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297183.723657 Edm = 931.32 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297183.1946083 Edm = 5438.7 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297183.0168395 Edm = 1281.66 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297182.2182687 Edm = 1638.03 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297181.5940286 Edm = 983.346 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297180.7145813 Edm = 476.058 NCalls = 807 -VariableMetric: Iteration # 109 - FCN = 297176.4591674 Edm = 281.874 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297173.7974056 Edm = 603.715 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297171.8149593 Edm = 219.731 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297170.8929147 Edm = 78.9893 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297170.1160269 Edm = 45.3504 NCalls = 822 -VariableMetric: Iteration # 114 - FCN = 297169.103229 Edm = 50.2104 NCalls = 825 -VariableMetric: Iteration # 115 - FCN = 297168.3110063 Edm = 21.8925 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297167.8200967 Edm = 164.488 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297166.3156495 Edm = 4.87749 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297165.8448718 Edm = 6.67666 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297165.123743 Edm = 9.13108 NCalls = 836 -VariableMetric: Iteration # 120 - FCN = 297164.1842022 Edm = 4.81002 NCalls = 838 -VariableMetric: Iteration # 121 - FCN = 297163.8494639 Edm = 0.487956 NCalls = 840 -VariableMetric: Iteration # 122 - FCN = 297163.7221767 Edm = 0.883292 NCalls = 842 -VariableMetric: Iteration # 123 - FCN = 297163.4213822 Edm = 0.10035 NCalls = 844 -VariableMetric: Iteration # 124 - FCN = 297163.3907055 Edm = 0.181094 NCalls = 846 -VariableMetric: Iteration # 125 - FCN = 297163.3027389 Edm = 0.0403796 NCalls = 848 -VariableMetric: Iteration # 126 - FCN = 297163.2846238 Edm = 0.0161474 NCalls = 850 -VariableMetric: Iteration # 127 - FCN = 297163.2713809 Edm = 0.00435785 NCalls = 852 -VariableMetric: Iteration # 128 - FCN = 297163.2692477 Edm = 0.00180033 NCalls = 854 -VariableMetric: Iteration # 129 - FCN = 297163.2672296 Edm = 0.00114077 NCalls = 856 -VariableMetric: Iteration # 130 - FCN = 297163.2659042 Edm = 0.00168177 NCalls = 858 -VariableMetric: Iteration # 131 - FCN = 297163.2644743 Edm = 0.000934685 NCalls = 860 -VariableMetric: Iteration # 132 - FCN = 297163.2627199 Edm = 0.000555616 NCalls = 862 -VariableMetric: Iteration # 133 - FCN = 297163.2614387 Edm = 0.000336306 NCalls = 864 -VariableMetric: Iteration # 134 - FCN = 297163.2611033 Edm = 0.000165732 NCalls = 865 -VariableMetric: Iteration # 135 - FCN = 297163.2609536 Edm = 4.50653e-05 NCalls = 867 -VariableMetric: After Hessian - FCN = 297163.2609536 Edm = 8.40195e-05 NCalls = 1350 -VariableMetric: Iteration # 136 - FCN = 297163.2609536 Edm = 8.40195e-05 NCalls = 1350 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328991.3631117 Edm = 29.2752 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328991.3631117 Edm = 29.2752 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299376.9765932 Edm = 11.4251 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299327.750065 Edm = 19.8751 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299275.2840368 Edm = 53.9031 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298871.956285 Edm = 20.365 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298854.3945222 Edm = 11.9564 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298848.1851879 Edm = 0.164905 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298714.9594094 Edm = 198.581 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298714.1044526 Edm = 0.204656 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298713.1459334 Edm = 1.10305 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298405.8311308 Edm = 11.4981 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298127.9004591 Edm = 347.316 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298069.79787 Edm = 1.06063 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298068.3464366 Edm = 0.587965 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297853.0720097 Edm = 71.6968 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297669.9712463 Edm = 16.0741 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297653.1643225 Edm = 1.64991 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297651.1398231 Edm = 0.0530695 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297650.9368856 Edm = 0.0844419 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297646.2872068 Edm = 4.94221 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297606.2582507 Edm = 23.1428 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297532.4418942 Edm = 21.3445 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297519.9743418 Edm = 2.20657 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297516.9038644 Edm = 0.603014 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297515.0698126 Edm = 1.57287 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297488.8138388 Edm = 19.4159 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297488.6828923 Edm = 3.16353 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297475.3566078 Edm = 11.0334 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297438.2995778 Edm = 2.28102 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297435.6484347 Edm = 0.294097 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297434.9768367 Edm = 0.369882 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297427.7855289 Edm = 8.98816 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297427.4135191 Edm = 4.34246 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297390.0509261 Edm = 1.49393 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297389.396943 Edm = 0.751986 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297389.0163072 Edm = 0.0870472 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297388.9142896 Edm = 0.035001 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297388.8521914 Edm = 0.0207668 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297386.4701734 Edm = 2.64701 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297385.9422935 Edm = 0.525451 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297384.8812997 Edm = 0.884866 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297355.1636796 Edm = 10.9358 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297332.4925912 Edm = 0.569002 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297330.509533 Edm = 1.3956 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297329.3428713 Edm = 0.752427 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297327.9496186 Edm = 0.118179 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297327.8443534 Edm = 0.00659488 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297327.8321623 Edm = 0.00828132 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297327.7381927 Edm = 0.14398 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297327.5642083 Edm = 0.163499 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297314.1468504 Edm = 6.52421 NCalls = 188 -VariableMetric: Iteration # 51 - FCN = 297301.7813739 Edm = 1.94644 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297300.376915 Edm = 0.0721021 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297300.3287233 Edm = 0.00993227 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297300.3180933 Edm = 0.00142083 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297300.3034844 Edm = 0.00634933 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297300.2915278 Edm = 0.00183663 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297299.9041459 Edm = 0.389081 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297292.2100588 Edm = 1.14203 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297290.9679861 Edm = 0.272361 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297290.8001084 Edm = 0.0319706 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297290.7666148 Edm = 0.0122388 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297290.7481965 Edm = 0.00134448 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297290.7451673 Edm = 0.00117942 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297290.7231987 Edm = 0.019333 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297290.4088216 Edm = 0.455981 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297290.3566941 Edm = 0.0532708 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297289.4949055 Edm = 0.806699 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297289.1943508 Edm = 0.267308 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297288.6031498 Edm = 1.91935 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297287.5945248 Edm = 2.16332 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297285.792735 Edm = 0.223532 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297285.501174 Edm = 0.0295748 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297285.4162435 Edm = 0.04278 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297285.1859812 Edm = 0.0885391 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297285.0847888 Edm = 0.00398813 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297285.0796786 Edm = 0.00041572 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297285.0776895 Edm = 0.00132044 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297284.9734735 Edm = 0.0782169 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297284.0757962 Edm = 0.394112 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297283.5118372 Edm = 0.0585429 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297283.4677652 Edm = 0.0130766 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297283.4559049 Edm = 0.000682224 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297283.4551017 Edm = 8.07589e-05 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297283.4547965 Edm = 0.000203396 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297283.4332953 Edm = 0.0212339 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297282.0403642 Edm = 0.0717608 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297281.9592578 Edm = 0.0083512 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297281.952676 Edm = 0.0091573 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297281.9393781 Edm = 0.000605896 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297281.9387025 Edm = 4.64093e-05 NCalls = 301 -VariableMetric: After Hessian - FCN = 297281.9387025 Edm = 4473.81 NCalls = 782 -VariableMetric: Iteration # 91 - FCN = 297281.9387025 Edm = 4473.81 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297277.5941924 Edm = 1009.63 NCalls = 788 -VariableMetric: Iteration # 93 - FCN = 297276.7192463 Edm = 5.0603 NCalls = 790 -VariableMetric: Iteration # 94 - FCN = 297275.8555913 Edm = 7.03765 NCalls = 793 -VariableMetric: Iteration # 95 - FCN = 297275.0545823 Edm = 0.652509 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297273.101581 Edm = 0.209717 NCalls = 799 -VariableMetric: Iteration # 97 - FCN = 297272.4062872 Edm = 0.647353 NCalls = 802 -VariableMetric: Iteration # 98 - FCN = 297269.3342949 Edm = 0.848194 NCalls = 809 -VariableMetric: Iteration # 99 - FCN = 297268.0657885 Edm = 1.11298 NCalls = 811 -VariableMetric: Iteration # 100 - FCN = 297265.930886 Edm = 1.02183 NCalls = 815 -VariableMetric: Iteration # 101 - FCN = 297262.8796272 Edm = 1.75144 NCalls = 819 -VariableMetric: Iteration # 102 - FCN = 297260.3878024 Edm = 2.36658 NCalls = 825 -VariableMetric: Iteration # 103 - FCN = 297259.2354714 Edm = 0.952936 NCalls = 829 -VariableMetric: Iteration # 104 - FCN = 297258.3337607 Edm = 1.51168 NCalls = 837 -VariableMetric: Iteration # 105 - FCN = 297258.3050591 Edm = 0.293401 NCalls = 840 -VariableMetric: Iteration # 106 - FCN = 297257.9207463 Edm = 0.125706 NCalls = 842 -VariableMetric: Iteration # 107 - FCN = 297257.6370436 Edm = 0.0905318 NCalls = 844 -VariableMetric: Iteration # 108 - FCN = 297257.3239708 Edm = 0.429045 NCalls = 847 -VariableMetric: Iteration # 109 - FCN = 297256.4076331 Edm = 3.78614 NCalls = 853 -VariableMetric: Iteration # 110 - FCN = 297256.3176709 Edm = 0.318261 NCalls = 855 -VariableMetric: Iteration # 111 - FCN = 297249.2560598 Edm = 2.86362 NCalls = 863 -VariableMetric: Iteration # 112 - FCN = 297248.8865911 Edm = 1.38235 NCalls = 865 -VariableMetric: Iteration # 113 - FCN = 297246.8592603 Edm = 1.4288 NCalls = 867 -VariableMetric: Iteration # 114 - FCN = 297245.7812238 Edm = 0.794753 NCalls = 870 -VariableMetric: Iteration # 115 - FCN = 297245.1280935 Edm = 0.196916 NCalls = 872 -VariableMetric: Iteration # 116 - FCN = 297244.8470329 Edm = 0.165014 NCalls = 874 -VariableMetric: Iteration # 117 - FCN = 297244.4829598 Edm = 0.158266 NCalls = 877 -VariableMetric: Iteration # 118 - FCN = 297244.3298973 Edm = 0.221819 NCalls = 878 -VariableMetric: Iteration # 119 - FCN = 297243.8999009 Edm = 0.201305 NCalls = 880 -VariableMetric: Iteration # 120 - FCN = 297243.5836929 Edm = 0.132877 NCalls = 883 -VariableMetric: Iteration # 121 - FCN = 297243.3597315 Edm = 0.113413 NCalls = 885 -VariableMetric: Iteration # 122 - FCN = 297243.0984635 Edm = 0.217388 NCalls = 888 -VariableMetric: Iteration # 123 - FCN = 297242.6598326 Edm = 0.196499 NCalls = 891 -VariableMetric: Iteration # 124 - FCN = 297242.0570242 Edm = 0.63972 NCalls = 893 -VariableMetric: Iteration # 125 - FCN = 297241.516386 Edm = 0.46664 NCalls = 898 -VariableMetric: Iteration # 126 - FCN = 297241.2208804 Edm = 0.749004 NCalls = 901 -VariableMetric: Iteration # 127 - FCN = 297240.437428 Edm = 0.759568 NCalls = 904 -VariableMetric: Iteration # 128 - FCN = 297240.0293541 Edm = 0.868826 NCalls = 907 -VariableMetric: Iteration # 129 - FCN = 297239.2336283 Edm = 1.124 NCalls = 910 -VariableMetric: Iteration # 130 - FCN = 297238.3283924 Edm = 0.527851 NCalls = 916 -VariableMetric: Iteration # 131 - FCN = 297237.7448388 Edm = 1.22565 NCalls = 917 -VariableMetric: Iteration # 132 - FCN = 297237.3999221 Edm = 0.386733 NCalls = 919 -VariableMetric: Iteration # 133 - FCN = 297237.1516053 Edm = 0.238529 NCalls = 922 -VariableMetric: Iteration # 134 - FCN = 297236.7405738 Edm = 0.138002 NCalls = 924 -VariableMetric: Iteration # 135 - FCN = 297236.6232574 Edm = 0.0967262 NCalls = 925 -VariableMetric: Iteration # 136 - FCN = 297236.4591634 Edm = 0.102456 NCalls = 928 -VariableMetric: Iteration # 137 - FCN = 297235.9302211 Edm = 0.33033 NCalls = 933 -VariableMetric: Iteration # 138 - FCN = 297235.7093753 Edm = 0.382959 NCalls = 936 -VariableMetric: Iteration # 139 - FCN = 297235.4363077 Edm = 0.110771 NCalls = 938 -VariableMetric: Iteration # 140 - FCN = 297235.3395254 Edm = 0.0745939 NCalls = 940 -VariableMetric: Iteration # 141 - FCN = 297235.2693184 Edm = 0.0248374 NCalls = 942 -VariableMetric: Iteration # 142 - FCN = 297235.1906682 Edm = 0.0360121 NCalls = 944 -VariableMetric: Iteration # 143 - FCN = 297235.1140772 Edm = 0.028088 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297235.0598604 Edm = 0.0303661 NCalls = 950 -VariableMetric: Iteration # 145 - FCN = 297234.9981074 Edm = 0.0286499 NCalls = 952 -VariableMetric: Iteration # 146 - FCN = 297234.9622036 Edm = 0.0252231 NCalls = 955 -VariableMetric: Iteration # 147 - FCN = 297234.9312328 Edm = 0.0162146 NCalls = 957 -VariableMetric: Iteration # 148 - FCN = 297234.8809906 Edm = 0.018777 NCalls = 960 -VariableMetric: Iteration # 149 - FCN = 297234.8364029 Edm = 0.0104673 NCalls = 962 -VariableMetric: Iteration # 150 - FCN = 297234.8240303 Edm = 0.00786971 NCalls = 964 -VariableMetric: Iteration # 151 - FCN = 297234.8170022 Edm = 0.00191449 NCalls = 966 -VariableMetric: Iteration # 152 - FCN = 297234.8114487 Edm = 0.0021544 NCalls = 968 -VariableMetric: Iteration # 153 - FCN = 297234.8071498 Edm = 0.00251303 NCalls = 970 -VariableMetric: Iteration # 154 - FCN = 297234.7944056 Edm = 0.0105507 NCalls = 974 -VariableMetric: Iteration # 155 - FCN = 297234.7809804 Edm = 0.00959441 NCalls = 976 -VariableMetric: Iteration # 156 - FCN = 297234.769489 Edm = 0.0157507 NCalls = 979 -VariableMetric: Iteration # 157 - FCN = 297234.7422265 Edm = 0.0279346 NCalls = 982 -VariableMetric: Iteration # 158 - FCN = 297234.708809 Edm = 0.0216484 NCalls = 986 -VariableMetric: Iteration # 159 - FCN = 297234.6967433 Edm = 0.0324224 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297234.6683093 Edm = 0.00786066 NCalls = 990 -VariableMetric: Iteration # 161 - FCN = 297234.6479011 Edm = 0.0176306 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297234.6301358 Edm = 0.0124152 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297234.6124831 Edm = 0.0100219 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297234.6018954 Edm = 0.00659635 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297234.5953627 Edm = 0.00331912 NCalls = 1004 -VariableMetric: Iteration # 166 - FCN = 297234.5901432 Edm = 0.00517477 NCalls = 1006 -VariableMetric: Iteration # 167 - FCN = 297234.5751892 Edm = 0.00970797 NCalls = 1010 -VariableMetric: Iteration # 168 - FCN = 297234.5425701 Edm = 0.0221606 NCalls = 1013 -VariableMetric: Iteration # 169 - FCN = 297234.5146075 Edm = 0.0193552 NCalls = 1016 -VariableMetric: Iteration # 170 - FCN = 297234.4798038 Edm = 0.0160942 NCalls = 1018 -VariableMetric: Iteration # 171 - FCN = 297234.4355652 Edm = 0.0316831 NCalls = 1021 -VariableMetric: Iteration # 172 - FCN = 297234.4133524 Edm = 0.0154948 NCalls = 1023 -VariableMetric: Iteration # 173 - FCN = 297234.4025642 Edm = 0.0154365 NCalls = 1026 -VariableMetric: Iteration # 174 - FCN = 297234.3927959 Edm = 0.00746219 NCalls = 1029 -VariableMetric: Iteration # 175 - FCN = 297234.3777151 Edm = 0.00772233 NCalls = 1032 -VariableMetric: Iteration # 176 - FCN = 297234.3716244 Edm = 0.00606694 NCalls = 1034 -VariableMetric: Iteration # 177 - FCN = 297234.3640893 Edm = 0.00284887 NCalls = 1036 -VariableMetric: Iteration # 178 - FCN = 297234.3586315 Edm = 0.00520637 NCalls = 1038 -VariableMetric: Iteration # 179 - FCN = 297234.3532469 Edm = 0.00359688 NCalls = 1043 -VariableMetric: Iteration # 180 - FCN = 297234.3479146 Edm = 0.00756058 NCalls = 1047 -VariableMetric: Iteration # 181 - FCN = 297234.3420488 Edm = 0.00304693 NCalls = 1050 -VariableMetric: Iteration # 182 - FCN = 297234.337253 Edm = 0.00091837 NCalls = 1053 -VariableMetric: Iteration # 183 - FCN = 297234.3358334 Edm = 0.000336377 NCalls = 1055 -VariableMetric: Iteration # 184 - FCN = 297234.3352827 Edm = 0.000482974 NCalls = 1058 -VariableMetric: Iteration # 185 - FCN = 297234.3346386 Edm = 0.000303124 NCalls = 1060 -VariableMetric: Iteration # 186 - FCN = 297234.3342772 Edm = 0.000123884 NCalls = 1062 -VariableMetric: Iteration # 187 - FCN = 297234.3341339 Edm = 3.4767e-05 NCalls = 1064 -VariableMetric: After Hessian - FCN = 297234.3341339 Edm = 0.000747185 NCalls = 1559 -VariableMetric: Iteration # 188 - FCN = 297234.3341339 Edm = 0.000747185 NCalls = 1559 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328219.6087618 Edm = 58.481 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328219.6087618 Edm = 58.481 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 328173.3348697 Edm = 58.4398 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 311123.2924034 Edm = 3716.58 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304469.021246 Edm = 4.07642e+07 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304469.021246 Edm = 4.07642e+07 NCalls = 27 -VariableMetric: After Hessian - FCN = 304469.021246 Edm = 1.06544e+09 NCalls = 514 -VariableMetric: Iteration # 5 - FCN = 304469.021246 Edm = 1.06544e+09 NCalls = 514 -VariableMetric: Iteration # 6 - FCN = 304469.021246 Edm = 1.06544e+09 NCalls = 525 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307570.8266381 Edm = 83.0859 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307570.8266381 Edm = 83.0859 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297650.7746817 Edm = 0.546395 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 297647.8268527 Edm = 0.227013 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 297561.3858806 Edm = 4.54325 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297558.4666414 Edm = 0.0883705 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297558.2582799 Edm = 0.127255 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297508.6715013 Edm = 28.4046 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297475.8446531 Edm = 0.771079 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297475.0566403 Edm = 0.0534085 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297474.7953055 Edm = 0.23802 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297445.0919147 Edm = 17.3984 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297410.9381324 Edm = 1.55725 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297409.8008557 Edm = 0.228743 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297409.4943255 Edm = 0.335183 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297399.767033 Edm = 11.702 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297397.5587949 Edm = 1.33014 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297347.5174915 Edm = 16.8908 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297306.2786319 Edm = 1.55224 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297302.3490077 Edm = 1.52522 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297296.7720337 Edm = 0.442804 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297296.2962394 Edm = 0.019887 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297296.2618222 Edm = 0.0177388 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297296.1333993 Edm = 0.146193 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297295.2760067 Edm = 0.980772 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297295.1844172 Edm = 0.0534337 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297290.2131512 Edm = 3.10437 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297277.8107683 Edm = 3.05474 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297272.0255733 Edm = 0.244864 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297271.7668936 Edm = 0.0221224 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297271.6639802 Edm = 0.0738358 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297271.3979931 Edm = 0.045712 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297271.2540465 Edm = 0.0745615 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297270.2300359 Edm = 0.831603 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297262.3817802 Edm = 16.2672 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297253.0600415 Edm = 4.0793 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297247.5313018 Edm = 2.55991 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297244.9748337 Edm = 0.749602 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297243.4998646 Edm = 1.47462 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297242.0012121 Edm = 0.47263 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297241.6277334 Edm = 0.19098 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297241.4510727 Edm = 0.0345836 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297241.4138042 Edm = 0.00862338 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297241.3659153 Edm = 0.0348237 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297239.4432974 Edm = 1.42187 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297225.4285947 Edm = 3.30917 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297220.4492572 Edm = 2.23516 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297216.3428752 Edm = 1.83733 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297214.2347454 Edm = 1.10747 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297213.1430175 Edm = 0.103692 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297213.0267484 Edm = 0.0347591 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297213.0016231 Edm = 0.00465327 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297212.9972481 Edm = 0.0038686 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297212.9823687 Edm = 0.00948425 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297212.9385108 Edm = 0.00901833 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297212.9215322 Edm = 0.0134934 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297212.8933802 Edm = 0.01966 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297212.8458661 Edm = 0.0453729 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297212.7188206 Edm = 0.15265 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297212.6722453 Edm = 0.108303 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297212.4478953 Edm = 0.174522 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297212.2410133 Edm = 0.42346 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297211.546431 Edm = 0.304951 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297211.3091781 Edm = 0.289753 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297210.8395023 Edm = 0.195108 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297209.4574733 Edm = 0.824447 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297207.2882944 Edm = 1.72102 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297204.2332677 Edm = 2.12578 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297200.0894469 Edm = 2.23315 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297197.3440955 Edm = 2.25569 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297194.1536267 Edm = 1.40124 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297190.5362501 Edm = 2.0396 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297189.8911167 Edm = 0.787377 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297189.1429846 Edm = 0.307839 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297188.3964221 Edm = 0.811704 NCalls = 231 -VariableMetric: Iteration # 74 - FCN = 297186.9345779 Edm = 0.836672 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297186.0326413 Edm = 0.827372 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297185.4986084 Edm = 0.174377 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297185.1170586 Edm = 0.168412 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297184.5557833 Edm = 0.826788 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297184.4864725 Edm = 0.416207 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297183.9462906 Edm = 0.259689 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297183.6788876 Edm = 0.16696 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297183.4726427 Edm = 0.238879 NCalls = 263 -VariableMetric: Iteration # 83 - FCN = 297183.3168366 Edm = 0.221766 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297182.908784 Edm = 0.199633 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297182.4482398 Edm = 0.254006 NCalls = 272 -VariableMetric: Iteration # 86 - FCN = 297182.1055785 Edm = 0.324542 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297182.0289578 Edm = 0.0820408 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297181.8882039 Edm = 0.0447439 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297181.6458746 Edm = 0.317345 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297181.4951312 Edm = 0.387352 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297181.4035633 Edm = 0.179516 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297179.3674063 Edm = 1.1432 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297177.8816187 Edm = 0.609956 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297177.2810319 Edm = 0.754752 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297176.9674812 Edm = 0.294408 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297176.2494675 Edm = 0.108143 NCalls = 309 -VariableMetric: Iteration # 97 - FCN = 297176.1875442 Edm = 0.281781 NCalls = 311 -VariableMetric: Iteration # 98 - FCN = 297175.9977703 Edm = 0.0434778 NCalls = 313 -VariableMetric: Iteration # 99 - FCN = 297175.9132257 Edm = 0.0340978 NCalls = 316 -VariableMetric: Iteration # 100 - FCN = 297175.8858913 Edm = 0.0251774 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297175.8744482 Edm = 0.0237124 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297175.8469922 Edm = 0.0150963 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297175.7580188 Edm = 0.105404 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297175.5448973 Edm = 0.167675 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297175.5299439 Edm = 0.0464564 NCalls = 332 -VariableMetric: Iteration # 106 - FCN = 297175.1385167 Edm = 0.175777 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297174.7079339 Edm = 0.291813 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297174.6198474 Edm = 0.0556213 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297174.4544339 Edm = 0.0401809 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297174.4235476 Edm = 0.010678 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297174.4074095 Edm = 0.00697211 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297174.3769855 Edm = 0.0206857 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297174.3041333 Edm = 0.0413554 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297174.1996312 Edm = 0.00894058 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297174.185711 Edm = 0.00581404 NCalls = 359 -VariableMetric: Iteration # 116 - FCN = 297174.1729256 Edm = 0.0137176 NCalls = 361 -VariableMetric: Iteration # 117 - FCN = 297174.088025 Edm = 0.0578424 NCalls = 366 -VariableMetric: Iteration # 118 - FCN = 297173.7826043 Edm = 0.329852 NCalls = 370 -VariableMetric: Iteration # 119 - FCN = 297173.6776364 Edm = 0.352154 NCalls = 375 -VariableMetric: Iteration # 120 - FCN = 297173.4626384 Edm = 0.556287 NCalls = 379 -VariableMetric: Iteration # 121 - FCN = 297173.0785827 Edm = 0.414619 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297171.796665 Edm = 0.997181 NCalls = 389 -VariableMetric: Iteration # 123 - FCN = 297171.7576535 Edm = 0.202328 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297171.6056281 Edm = 0.136136 NCalls = 393 -VariableMetric: Iteration # 125 - FCN = 297170.0025065 Edm = 1.77835 NCalls = 399 -VariableMetric: Iteration # 126 - FCN = 297169.8902212 Edm = 0.223533 NCalls = 402 -VariableMetric: Iteration # 127 - FCN = 297169.1095907 Edm = 1.12783 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297167.8285145 Edm = 1.24945 NCalls = 410 -VariableMetric: Iteration # 129 - FCN = 297164.352049 Edm = 1.83791 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297159.6373476 Edm = 0.687095 NCalls = 418 -VariableMetric: Iteration # 131 - FCN = 297158.6819835 Edm = 0.652326 NCalls = 420 -VariableMetric: Iteration # 132 - FCN = 297158.2670253 Edm = 0.139332 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297158.1652326 Edm = 0.00998294 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297158.1485129 Edm = 0.00732311 NCalls = 427 -VariableMetric: Iteration # 135 - FCN = 297158.1082889 Edm = 0.0382294 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297157.9575654 Edm = 0.0897619 NCalls = 434 -VariableMetric: Iteration # 137 - FCN = 297157.7185278 Edm = 0.0182409 NCalls = 436 -VariableMetric: Iteration # 138 - FCN = 297157.6951616 Edm = 0.00840762 NCalls = 438 -VariableMetric: Iteration # 139 - FCN = 297157.6769841 Edm = 0.00337848 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297157.6715055 Edm = 0.00129506 NCalls = 442 -VariableMetric: Iteration # 141 - FCN = 297157.6681946 Edm = 0.00233054 NCalls = 444 -VariableMetric: Iteration # 142 - FCN = 297157.6601115 Edm = 0.00778401 NCalls = 447 -VariableMetric: Iteration # 143 - FCN = 297157.6124681 Edm = 0.0393931 NCalls = 452 -VariableMetric: Iteration # 144 - FCN = 297155.3638902 Edm = 3.51811 NCalls = 457 -VariableMetric: Iteration # 145 - FCN = 297152.120697 Edm = 2.32504 NCalls = 462 -VariableMetric: Iteration # 146 - FCN = 297144.0812195 Edm = 0.96828 NCalls = 465 -VariableMetric: Iteration # 147 - FCN = 297142.9087247 Edm = 0.500136 NCalls = 467 -VariableMetric: Iteration # 148 - FCN = 297142.5243018 Edm = 0.167356 NCalls = 469 -VariableMetric: Iteration # 149 - FCN = 297142.3576512 Edm = 0.0202485 NCalls = 471 -VariableMetric: Iteration # 150 - FCN = 297142.3333897 Edm = 0.00238741 NCalls = 473 -VariableMetric: Iteration # 151 - FCN = 297142.3306107 Edm = 0.000473739 NCalls = 475 -VariableMetric: Iteration # 152 - FCN = 297142.3300846 Edm = 0.000225362 NCalls = 477 -VariableMetric: Iteration # 153 - FCN = 297142.3275802 Edm = 0.00213364 NCalls = 481 -VariableMetric: Iteration # 154 - FCN = 297142.2288079 Edm = 0.0924046 NCalls = 485 -VariableMetric: Iteration # 155 - FCN = 297142.198199 Edm = 0.0265878 NCalls = 488 -VariableMetric: Iteration # 156 - FCN = 297139.3786045 Edm = 1.30429 NCalls = 496 -VariableMetric: Iteration # 157 - FCN = 297138.5443373 Edm = 0.228692 NCalls = 498 -VariableMetric: Iteration # 158 - FCN = 297138.3360441 Edm = 0.0454187 NCalls = 499 -VariableMetric: Iteration # 159 - FCN = 297137.8943955 Edm = 0.601783 NCalls = 504 -VariableMetric: Iteration # 160 - FCN = 297137.8713488 Edm = 0.0328974 NCalls = 506 -VariableMetric: Iteration # 161 - FCN = 297137.6860808 Edm = 0.240829 NCalls = 510 -VariableMetric: Iteration # 162 - FCN = 297136.889472 Edm = 0.523426 NCalls = 514 -VariableMetric: Iteration # 163 - FCN = 297136.6807173 Edm = 0.0392632 NCalls = 516 -VariableMetric: Iteration # 164 - FCN = 297136.6298528 Edm = 0.00749388 NCalls = 518 -VariableMetric: Iteration # 165 - FCN = 297136.6191692 Edm = 0.00132145 NCalls = 520 -VariableMetric: Iteration # 166 - FCN = 297136.6173614 Edm = 0.000200003 NCalls = 522 -VariableMetric: Iteration # 167 - FCN = 297136.6167491 Edm = 0.000413637 NCalls = 524 -VariableMetric: Iteration # 168 - FCN = 297136.6056815 Edm = 0.00813896 NCalls = 529 -VariableMetric: Iteration # 169 - FCN = 297136.3128979 Edm = 0.324514 NCalls = 533 -VariableMetric: Iteration # 170 - FCN = 297136.249705 Edm = 0.0564202 NCalls = 536 -VariableMetric: Iteration # 171 - FCN = 297134.8990817 Edm = 1.19784 NCalls = 542 -VariableMetric: Iteration # 172 - FCN = 297131.3685619 Edm = 0.704267 NCalls = 545 -VariableMetric: Iteration # 173 - FCN = 297130.8102489 Edm = 0.210835 NCalls = 547 -VariableMetric: Iteration # 174 - FCN = 297130.7259501 Edm = 0.0288292 NCalls = 549 -VariableMetric: Iteration # 175 - FCN = 297130.7041005 Edm = 0.0012512 NCalls = 551 -VariableMetric: Iteration # 176 - FCN = 297130.7023068 Edm = 0.000528179 NCalls = 553 -VariableMetric: Iteration # 177 - FCN = 297130.7006179 Edm = 0.000245169 NCalls = 555 -VariableMetric: Iteration # 178 - FCN = 297130.700244 Edm = 1.80591e-05 NCalls = 557 -VariableMetric: After Hessian - FCN = 297130.700244 Edm = 0.428459 NCalls = 1046 -VariableMetric: Iteration # 179 - FCN = 297130.700244 Edm = 0.428459 NCalls = 1046 -VariableMetric: Iteration # 180 - FCN = 297130.6883219 Edm = 4.9564 NCalls = 1048 -VariableMetric: Iteration # 181 - FCN = 297130.3345398 Edm = 0.041755 NCalls = 1050 -VariableMetric: Iteration # 182 - FCN = 297130.2660357 Edm = 0.0300835 NCalls = 1052 -VariableMetric: Iteration # 183 - FCN = 297130.2048095 Edm = 0.0314944 NCalls = 1055 -VariableMetric: Iteration # 184 - FCN = 297130.1382156 Edm = 0.0284558 NCalls = 1059 -VariableMetric: Iteration # 185 - FCN = 297130.107273 Edm = 0.0412723 NCalls = 1062 -VariableMetric: Iteration # 186 - FCN = 297130.0822766 Edm = 0.0153555 NCalls = 1064 -VariableMetric: Iteration # 187 - FCN = 297130.0731324 Edm = 0.00912936 NCalls = 1066 -VariableMetric: Iteration # 188 - FCN = 297130.0615142 Edm = 0.00598554 NCalls = 1069 -VariableMetric: Iteration # 189 - FCN = 297130.0556522 Edm = 0.0026429 NCalls = 1070 -VariableMetric: Iteration # 190 - FCN = 297130.0481763 Edm = 0.00144392 NCalls = 1073 -VariableMetric: Iteration # 191 - FCN = 297130.0445783 Edm = 0.00102756 NCalls = 1075 -VariableMetric: Iteration # 192 - FCN = 297130.0428931 Edm = 0.000725385 NCalls = 1078 -VariableMetric: Iteration # 193 - FCN = 297130.0419849 Edm = 0.000199185 NCalls = 1080 -VariableMetric: Iteration # 194 - FCN = 297130.0415898 Edm = 0.000155913 NCalls = 1082 -VariableMetric: Iteration # 195 - FCN = 297130.0403358 Edm = 0.000525334 NCalls = 1085 -VariableMetric: Iteration # 196 - FCN = 297130.0390919 Edm = 0.000117395 NCalls = 1087 -VariableMetric: Iteration # 197 - FCN = 297130.0389549 Edm = 1.90783e-05 NCalls = 1089 -VariableMetric: After Hessian - FCN = 297130.0389549 Edm = 9.65479e-05 NCalls = 1592 -VariableMetric: Iteration # 198 - FCN = 297130.0389549 Edm = 9.65479e-05 NCalls = 1592 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314305.8667445 Edm = 24.9717 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314305.8667445 Edm = 24.9717 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302420.7142182 Edm = 35.5479 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302126.7943558 Edm = 23.6033 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302119.8027273 Edm = 2.0238 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 301920.5273103 Edm = 192.817 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300705.0172032 Edm = 1629.33 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 300274.2132347 Edm = 443.434 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298884.7970325 Edm = 380.623 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298556.4564484 Edm = 3.8202 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298554.2929084 Edm = 2.69414 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298330.4036931 Edm = 122.138 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297652.6092139 Edm = 14.3739 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297629.7873798 Edm = 0.652924 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297628.6103732 Edm = 0.0674471 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297628.4470484 Edm = 0.0769959 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297623.3839248 Edm = 3.76041 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297564.5852412 Edm = 12.7636 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297551.1982479 Edm = 3.51964 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297540.0682022 Edm = 3.1537 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297529.2604044 Edm = 18.0701 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297523.7423413 Edm = 9.29012 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297510.7225874 Edm = 4.47656 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297491.9728988 Edm = 0.992979 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297491.5204764 Edm = 1.20281 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297491.1311964 Edm = 0.0279744 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297490.9908768 Edm = 0.162229 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297488.8409115 Edm = 2.55917 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297487.620353 Edm = 1.21347 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297486.4510256 Edm = 0.976173 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297413.1012095 Edm = 19.6299 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297387.0144849 Edm = 9.18217 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297382.8618879 Edm = 4.46526 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297376.6767222 Edm = 1.69986 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297375.1699887 Edm = 0.568108 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297374.6813539 Edm = 0.0435596 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297374.6218227 Edm = 0.0134712 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297374.4416345 Edm = 0.175053 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297370.6557765 Edm = 3.71773 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297336.246118 Edm = 17.0702 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297326.926016 Edm = 4.13525 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297324.8926863 Edm = 0.110525 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297324.7324575 Edm = 0.0933718 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297324.6199012 Edm = 0.0336679 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297324.5696795 Edm = 0.060534 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297322.4465615 Edm = 1.88045 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297313.8302438 Edm = 10.8285 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297294.7908912 Edm = 7.10236 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297280.6523648 Edm = 2.26843 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297272.6668389 Edm = 2.45695 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297270.4266079 Edm = 1.55273 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297269.1623685 Edm = 0.0880002 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297269.0206637 Edm = 0.0141445 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297268.9987729 Edm = 0.00846376 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297268.9201372 Edm = 0.0312154 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297268.7742813 Edm = 0.0415213 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297267.9748389 Edm = 0.496599 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297257.8015286 Edm = 5.70659 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297248.5212319 Edm = 3.5893 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297244.702252 Edm = 1.00611 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297243.8170392 Edm = 0.198085 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297243.5396219 Edm = 0.027026 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297243.4948713 Edm = 0.00515607 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297243.4899477 Edm = 0.00112359 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297243.4887704 Edm = 0.000780894 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297243.4766057 Edm = 0.0127056 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297242.9977515 Edm = 0.394666 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297242.9862626 Edm = 0.000595881 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297242.9841706 Edm = 0.00172609 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297242.8571302 Edm = 0.119966 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297237.698635 Edm = 1.6651 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297234.2053365 Edm = 0.175822 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297234.0969108 Edm = 0.0296588 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297234.0662261 Edm = 0.00443171 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297234.0583933 Edm = 0.00331962 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297234.0416568 Edm = 0.0163576 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297233.8316986 Edm = 0.201588 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297232.9211155 Edm = 1.14022 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297227.5418214 Edm = 5.70814 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297222.1797496 Edm = 6.08489 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297210.0705834 Edm = 8.99302 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297199.4543031 Edm = 10.7275 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297193.5705185 Edm = 2.24848 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297190.0659303 Edm = 7.00355 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297176.7103684 Edm = 15.7996 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297175.2949364 Edm = 6.77115 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297170.7911613 Edm = 3.80069 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297168.0050516 Edm = 0.476577 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297167.5019642 Edm = 0.0835301 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297167.3480122 Edm = 0.0391406 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297167.2309697 Edm = 0.0591508 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297167.0460339 Edm = 0.0318832 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297167.0001802 Edm = 0.00856695 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297166.9856831 Edm = 0.00238482 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297166.9808184 Edm = 0.00168177 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297166.9646034 Edm = 0.00441064 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297166.9562711 Edm = 0.00114111 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297166.9318987 Edm = 0.0255156 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297166.3394444 Edm = 0.530523 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297159.3127522 Edm = 2.62223 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297158.64227 Edm = 0.567967 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297158.1984225 Edm = 0.157453 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297158.1061991 Edm = 0.0409004 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297158.0428247 Edm = 0.0348562 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297157.8244537 Edm = 0.142891 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297157.7613878 Edm = 0.0968923 NCalls = 331 -VariableMetric: Iteration # 105 - FCN = 297157.6975653 Edm = 0.0227645 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297157.6787822 Edm = 0.00950894 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297157.6706625 Edm = 0.00159157 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297157.6658632 Edm = 0.00293 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297157.6493969 Edm = 0.00248376 NCalls = 344 -VariableMetric: Iteration # 110 - FCN = 297157.6465597 Edm = 0.00217694 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297157.6428237 Edm = 0.00180867 NCalls = 347 -VariableMetric: Iteration # 112 - FCN = 297157.6269243 Edm = 0.0118021 NCalls = 350 -VariableMetric: Iteration # 113 - FCN = 297157.5253482 Edm = 0.102752 NCalls = 353 -VariableMetric: Iteration # 114 - FCN = 297156.8248153 Edm = 0.710538 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297156.809284 Edm = 0.0471429 NCalls = 362 -VariableMetric: Iteration # 116 - FCN = 297156.6525229 Edm = 0.153908 NCalls = 365 -VariableMetric: Iteration # 117 - FCN = 297155.3720278 Edm = 0.861642 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297152.8079252 Edm = 0.268141 NCalls = 374 -VariableMetric: Iteration # 119 - FCN = 297152.5268184 Edm = 0.0287927 NCalls = 376 -VariableMetric: Iteration # 120 - FCN = 297152.5015417 Edm = 0.0107209 NCalls = 377 -VariableMetric: Iteration # 121 - FCN = 297152.491251 Edm = 0.00106186 NCalls = 379 -VariableMetric: Iteration # 122 - FCN = 297152.490296 Edm = 9.25838e-05 NCalls = 381 -VariableMetric: Iteration # 123 - FCN = 297152.4901537 Edm = 5.31666e-05 NCalls = 383 -VariableMetric: After Hessian - FCN = 297152.4901537 Edm = 427.052 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297152.4901537 Edm = 427.052 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297149.8022019 Edm = 3.37042 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297149.4758696 Edm = 3.46777 NCalls = 873 -VariableMetric: Iteration # 127 - FCN = 297149.396609 Edm = 113.407 NCalls = 876 -VariableMetric: Iteration # 128 - FCN = 297149.104316 Edm = 41.3738 NCalls = 878 -VariableMetric: Iteration # 129 - FCN = 297148.4699615 Edm = 18.4585 NCalls = 880 -VariableMetric: Iteration # 130 - FCN = 297148.0365572 Edm = 8.59021 NCalls = 883 -VariableMetric: Iteration # 131 - FCN = 297147.6564497 Edm = 7.20691 NCalls = 885 -VariableMetric: Iteration # 132 - FCN = 297147.2773802 Edm = 1.50509 NCalls = 887 -VariableMetric: Iteration # 133 - FCN = 297146.9360304 Edm = 3.59549 NCalls = 889 -VariableMetric: Iteration # 134 - FCN = 297146.7230051 Edm = 1.14098 NCalls = 891 -VariableMetric: Iteration # 135 - FCN = 297146.5822532 Edm = 0.354815 NCalls = 893 -VariableMetric: Iteration # 136 - FCN = 297146.5530502 Edm = 0.347093 NCalls = 895 -VariableMetric: Iteration # 137 - FCN = 297146.5059462 Edm = 0.0700313 NCalls = 897 -VariableMetric: Iteration # 138 - FCN = 297146.4847419 Edm = 0.0369131 NCalls = 899 -VariableMetric: Iteration # 139 - FCN = 297146.4796117 Edm = 0.0118431 NCalls = 901 -VariableMetric: Iteration # 140 - FCN = 297146.475796 Edm = 0.0140444 NCalls = 903 -VariableMetric: Iteration # 141 - FCN = 297146.4727818 Edm = 0.0112854 NCalls = 905 -VariableMetric: Iteration # 142 - FCN = 297146.4710219 Edm = 0.00648057 NCalls = 907 -VariableMetric: Iteration # 143 - FCN = 297146.4685795 Edm = 0.00584247 NCalls = 909 -VariableMetric: Iteration # 144 - FCN = 297146.4665009 Edm = 0.00754204 NCalls = 911 -VariableMetric: Iteration # 145 - FCN = 297146.4641647 Edm = 0.00429392 NCalls = 913 -VariableMetric: Iteration # 146 - FCN = 297146.4627561 Edm = 0.00299193 NCalls = 915 -VariableMetric: Iteration # 147 - FCN = 297146.4618157 Edm = 0.000677163 NCalls = 917 -VariableMetric: Iteration # 148 - FCN = 297146.4614722 Edm = 0.000405086 NCalls = 918 -VariableMetric: Iteration # 149 - FCN = 297146.4610818 Edm = 0.000473875 NCalls = 920 -VariableMetric: Iteration # 150 - FCN = 297146.4609005 Edm = 0.000260839 NCalls = 922 -VariableMetric: Iteration # 151 - FCN = 297146.4605391 Edm = 0.000144304 NCalls = 924 -VariableMetric: Iteration # 152 - FCN = 297146.4603065 Edm = 0.00042774 NCalls = 927 -VariableMetric: Iteration # 153 - FCN = 297146.4597528 Edm = 0.000620155 NCalls = 931 -VariableMetric: Iteration # 154 - FCN = 297146.4586584 Edm = 0.00108341 NCalls = 934 -VariableMetric: Iteration # 155 - FCN = 297146.458119 Edm = 0.000968245 NCalls = 936 -VariableMetric: Iteration # 156 - FCN = 297146.4569262 Edm = 0.000551607 NCalls = 939 -VariableMetric: Iteration # 157 - FCN = 297146.4556902 Edm = 0.00290368 NCalls = 943 -VariableMetric: Iteration # 158 - FCN = 297146.4538925 Edm = 0.00164259 NCalls = 946 -VariableMetric: Iteration # 159 - FCN = 297146.449987 Edm = 0.00166725 NCalls = 952 -VariableMetric: Iteration # 160 - FCN = 297146.4466159 Edm = 0.00729571 NCalls = 954 -VariableMetric: Iteration # 161 - FCN = 297146.4450469 Edm = 0.00252884 NCalls = 956 -VariableMetric: Iteration # 162 - FCN = 297146.4396089 Edm = 0.00170101 NCalls = 960 -VariableMetric: Iteration # 163 - FCN = 297146.4370556 Edm = 0.00360025 NCalls = 963 -VariableMetric: Iteration # 164 - FCN = 297146.4341158 Edm = 0.00128786 NCalls = 965 -VariableMetric: Iteration # 165 - FCN = 297146.4315944 Edm = 0.00143493 NCalls = 968 -VariableMetric: Iteration # 166 - FCN = 297146.4283029 Edm = 0.00202016 NCalls = 971 -VariableMetric: Iteration # 167 - FCN = 297146.4230927 Edm = 0.00617601 NCalls = 974 -VariableMetric: Iteration # 168 - FCN = 297146.413512 Edm = 0.0111857 NCalls = 977 -VariableMetric: Iteration # 169 - FCN = 297146.3845549 Edm = 0.0291318 NCalls = 981 -VariableMetric: Iteration # 170 - FCN = 297146.3562477 Edm = 0.0479117 NCalls = 986 -VariableMetric: Iteration # 171 - FCN = 297146.3091382 Edm = 0.126459 NCalls = 990 -VariableMetric: Iteration # 172 - FCN = 297146.2871294 Edm = 0.037332 NCalls = 994 -VariableMetric: Iteration # 173 - FCN = 297146.2229399 Edm = 0.0939457 NCalls = 999 -VariableMetric: Iteration # 174 - FCN = 297146.2205914 Edm = 0.00509743 NCalls = 1002 -VariableMetric: Iteration # 175 - FCN = 297146.2000409 Edm = 0.0376608 NCalls = 1007 -VariableMetric: Iteration # 176 - FCN = 297146.1836186 Edm = 0.0369569 NCalls = 1011 -VariableMetric: Iteration # 177 - FCN = 297146.1319891 Edm = 0.0983332 NCalls = 1016 -VariableMetric: Iteration # 178 - FCN = 297146.0966195 Edm = 0.0425722 NCalls = 1022 -VariableMetric: Iteration # 179 - FCN = 297145.977637 Edm = 0.0525743 NCalls = 1028 -VariableMetric: Iteration # 180 - FCN = 297145.7953691 Edm = 0.0671995 NCalls = 1031 -VariableMetric: Iteration # 181 - FCN = 297145.73996 Edm = 0.176752 NCalls = 1033 -VariableMetric: Iteration # 182 - FCN = 297145.6713448 Edm = 0.167852 NCalls = 1035 -VariableMetric: Iteration # 183 - FCN = 297145.577971 Edm = 0.0449813 NCalls = 1038 -VariableMetric: Iteration # 184 - FCN = 297145.5100238 Edm = 0.0344296 NCalls = 1041 -VariableMetric: Iteration # 185 - FCN = 297145.4874061 Edm = 0.0222372 NCalls = 1043 -VariableMetric: Iteration # 186 - FCN = 297145.4635979 Edm = 0.00675269 NCalls = 1045 -VariableMetric: Iteration # 187 - FCN = 297145.4571344 Edm = 0.00165054 NCalls = 1046 -VariableMetric: Iteration # 188 - FCN = 297145.4534899 Edm = 0.00272281 NCalls = 1048 -VariableMetric: Iteration # 189 - FCN = 297145.4434126 Edm = 0.00673752 NCalls = 1052 -VariableMetric: Iteration # 190 - FCN = 297145.4338415 Edm = 0.00458735 NCalls = 1054 -VariableMetric: Iteration # 191 - FCN = 297145.4290393 Edm = 0.00371529 NCalls = 1057 -VariableMetric: Iteration # 192 - FCN = 297145.4242801 Edm = 0.00354494 NCalls = 1059 -VariableMetric: Iteration # 193 - FCN = 297145.4204514 Edm = 0.00198377 NCalls = 1062 -VariableMetric: Iteration # 194 - FCN = 297145.4182886 Edm = 0.00151897 NCalls = 1064 -VariableMetric: Iteration # 195 - FCN = 297145.4146926 Edm = 0.00366927 NCalls = 1068 -VariableMetric: Iteration # 196 - FCN = 297145.4129608 Edm = 0.0024423 NCalls = 1070 -VariableMetric: Iteration # 197 - FCN = 297145.4100033 Edm = 0.000756581 NCalls = 1075 -VariableMetric: Iteration # 198 - FCN = 297145.4085923 Edm = 0.000599359 NCalls = 1077 -VariableMetric: Iteration # 199 - FCN = 297145.4076855 Edm = 0.000404856 NCalls = 1079 -VariableMetric: Iteration # 200 - FCN = 297145.4075651 Edm = 8.1496e-05 NCalls = 1081 -VariableMetric: Iteration # 201 - FCN = 297145.4074573 Edm = 1.63781e-05 NCalls = 1083 -VariableMetric: After Hessian - FCN = 297145.4074573 Edm = 0.019776 NCalls = 1576 -VariableMetric: Iteration # 202 - FCN = 297145.4074573 Edm = 0.019776 NCalls = 1576 -VariableMetric: Iteration # 203 - FCN = 297145.4069096 Edm = 0.00808685 NCalls = 1578 -VariableMetric: Iteration # 204 - FCN = 297145.4053462 Edm = 0.000570675 NCalls = 1580 -VariableMetric: Iteration # 205 - FCN = 297145.4041506 Edm = 0.000396323 NCalls = 1583 -VariableMetric: Iteration # 206 - FCN = 297145.4038772 Edm = 5.61511e-05 NCalls = 1585 -VariableMetric: Iteration # 207 - FCN = 297145.4037653 Edm = 7.71655e-05 NCalls = 1587 -VariableMetric: Iteration # 208 - FCN = 297145.403656 Edm = 2.76083e-05 NCalls = 1590 -VariableMetric: After Hessian - FCN = 297145.403656 Edm = 6.56093e-05 NCalls = 2087 -VariableMetric: Iteration # 209 - FCN = 297145.403656 Edm = 6.56093e-05 NCalls = 2087 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305183.2837809 Edm = 25.2535 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305183.2837809 Edm = 25.2535 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298523.2806468 Edm = 2.12111 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298477.0986968 Edm = 3.5184 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298173.4347156 Edm = 217.062 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297794.4782114 Edm = 28.8613 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 297688.352441 Edm = 58.2602 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 297673.0872248 Edm = 51.4597 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297567.0657822 Edm = 18.6056 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 297558.7512256 Edm = 1.96099 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297556.8241467 Edm = 0.944978 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297543.1917887 Edm = 17.1007 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297507.6467016 Edm = 23.5787 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297380.3584646 Edm = 2.41523 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297376.8946873 Edm = 0.0775772 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297376.6045967 Edm = 0.0648337 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297376.22709 Edm = 0.248966 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297366.0773699 Edm = 9.95439 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297337.4388585 Edm = 24.5565 NCalls = 79 -VariableMetric: Iteration # 18 - FCN = 297302.207678 Edm = 20.7873 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 297286.4272767 Edm = 1.35328 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297285.5179111 Edm = 0.167536 NCalls = 86 -VariableMetric: Iteration # 21 - FCN = 297285.3581603 Edm = 0.0305549 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297285.2513699 Edm = 0.0766943 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297272.3981478 Edm = 9.38369 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297216.1192893 Edm = 18.0083 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297203.6118794 Edm = 5.41754 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297200.5461968 Edm = 0.805879 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297199.7098152 Edm = 0.103106 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297199.5998852 Edm = 0.0151403 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297199.4571167 Edm = 0.106613 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297197.440211 Edm = 2.03685 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297179.8564852 Edm = 1.73554 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297178.6226122 Edm = 1.86867 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297177.5895736 Edm = 0.192515 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297177.192825 Edm = 0.0187176 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297177.1537898 Edm = 0.018986 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297176.9272921 Edm = 0.280465 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297176.623539 Edm = 0.267348 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297150.9922743 Edm = 1.1644 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297148.6811062 Edm = 0.492456 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297147.9262454 Edm = 0.0734682 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297147.8217321 Edm = 0.0112951 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297147.8062656 Edm = 0.00284016 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297147.7979917 Edm = 0.00537074 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297147.778618 Edm = 0.00732181 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297147.7285227 Edm = 0.0196696 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297146.8845727 Edm = 0.728113 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297139.4369159 Edm = 0.839264 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297138.6746932 Edm = 0.062025 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297138.6121664 Edm = 0.0087385 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297138.5955624 Edm = 0.00320114 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297138.5912046 Edm = 0.000743383 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297138.5895353 Edm = 0.0010288 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297138.5770163 Edm = 0.00976545 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297138.3989868 Edm = 0.174138 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297137.461255 Edm = 1.237 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297135.9646353 Edm = 3.23189 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297134.2471515 Edm = 1.47727 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297132.3856687 Edm = 0.475484 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297131.7850528 Edm = 0.0991223 NCalls = 211 -VariableMetric: Iteration # 60 - FCN = 297131.6091175 Edm = 0.0254314 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297131.5844394 Edm = 0.0101704 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297131.5738112 Edm = 0.00204006 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297131.5690566 Edm = 0.00218487 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297131.5618557 Edm = 0.00137136 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297131.5598094 Edm = 0.00067272 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297131.5400566 Edm = 0.0181184 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297130.7545498 Edm = 1.64599 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297130.7208796 Edm = 0.0925267 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297129.1561007 Edm = 1.46461 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297126.9183975 Edm = 2.78157 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297125.8544059 Edm = 2.43662 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297124.1449469 Edm = 0.391686 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297123.6825384 Edm = 0.330691 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297123.1190783 Edm = 0.212934 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297122.7966866 Edm = 0.0890738 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297122.7412189 Edm = 0.0322634 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297122.6647407 Edm = 0.0305113 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297122.4921932 Edm = 0.129532 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297122.1177113 Edm = 0.0196227 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297122.0891713 Edm = 0.00289161 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297122.0863008 Edm = 0.00109061 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297122.0850024 Edm = 0.000146811 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297122.0847338 Edm = 0.000143616 NCalls = 274 -VariableMetric: Iteration # 84 - FCN = 297122.0760242 Edm = 0.00817801 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297121.4608068 Edm = 0.400458 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297120.4739102 Edm = 0.0265145 NCalls = 286 -VariableMetric: Iteration # 87 - FCN = 297120.4422715 Edm = 0.000665013 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297120.4415441 Edm = 1.94352e-05 NCalls = 288 -VariableMetric: After Hessian - FCN = 297120.4415441 Edm = 38.0152 NCalls = 773 -VariableMetric: Iteration # 89 - FCN = 297120.4415441 Edm = 38.0152 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297119.2473168 Edm = 21.1236 NCalls = 776 -VariableMetric: Iteration # 91 - FCN = 297118.8360061 Edm = 8.41208 NCalls = 778 -VariableMetric: Iteration # 92 - FCN = 297118.206702 Edm = 0.15007 NCalls = 782 -VariableMetric: Iteration # 93 - FCN = 297118.1726094 Edm = 0.0542635 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297118.1069558 Edm = 0.0414614 NCalls = 787 -VariableMetric: Iteration # 95 - FCN = 297118.0544106 Edm = 0.10839 NCalls = 790 -VariableMetric: Iteration # 96 - FCN = 297118.0218199 Edm = 0.0327215 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297117.987038 Edm = 0.0455148 NCalls = 797 -VariableMetric: Iteration # 98 - FCN = 297117.9583561 Edm = 0.0126975 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297117.9277674 Edm = 0.0143158 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297117.9177892 Edm = 0.00785965 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297117.9121885 Edm = 0.0043654 NCalls = 806 -VariableMetric: Iteration # 102 - FCN = 297117.9066577 Edm = 0.001347 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297117.9023348 Edm = 0.00180456 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297117.8996422 Edm = 0.0020284 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297117.8983207 Edm = 0.0014065 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297117.8965852 Edm = 0.000939814 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297117.8942044 Edm = 0.000930177 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297117.8936294 Edm = 0.000855341 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297117.8927002 Edm = 0.000284301 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297117.89156 Edm = 0.00046286 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297117.8898983 Edm = 0.000853863 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297117.8889518 Edm = 0.000415776 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297117.8874503 Edm = 0.000639613 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297117.8859567 Edm = 0.000355235 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297117.885385 Edm = 7.63388e-05 NCalls = 842 -VariableMetric: Iteration # 116 - FCN = 297117.8852138 Edm = 6.83649e-05 NCalls = 844 -VariableMetric: After Hessian - FCN = 297117.8852138 Edm = 0.00123524 NCalls = 1333 -VariableMetric: Iteration # 117 - FCN = 297117.8852138 Edm = 0.00123524 NCalls = 1333 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319628.1346053 Edm = 34.8934 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319628.1346053 Edm = 34.8934 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303668.9200719 Edm = 8919.8 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302716.7462645 Edm = 397.112 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299707.1754988 Edm = 3.25235 NCalls = 29 -VariableMetric: Iteration # 4 - FCN = 299670.3501 Edm = 13.8449 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 299128.3848399 Edm = 270.685 NCalls = 40 -VariableMetric: Iteration # 6 - FCN = 298648.3759348 Edm = 953.967 NCalls = 43 -VariableMetric: Iteration # 7 - FCN = 298175.4275303 Edm = 79.0762 NCalls = 48 -VariableMetric: Iteration # 8 - FCN = 298112.7659267 Edm = 9.17289 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 298106.0339283 Edm = 0.572391 NCalls = 53 -VariableMetric: Iteration # 10 - FCN = 298097.0703659 Edm = 13.5616 NCalls = 57 -VariableMetric: Iteration # 11 - FCN = 298063.3325058 Edm = 23.3671 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 297922.6228836 Edm = 1.55078 NCalls = 67 -VariableMetric: Iteration # 13 - FCN = 297921.3156485 Edm = 0.2435 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 297921.0047361 Edm = 0.0462414 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 297911.911753 Edm = 7.71093 NCalls = 77 -VariableMetric: Iteration # 16 - FCN = 297836.7247561 Edm = 9.22181 NCalls = 81 -VariableMetric: Iteration # 17 - FCN = 297830.0885564 Edm = 0.1998 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 297829.7475682 Edm = 0.27704 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297803.3755672 Edm = 31.9043 NCalls = 92 -VariableMetric: Iteration # 20 - FCN = 297801.3329353 Edm = 2.24312 NCalls = 96 -VariableMetric: Iteration # 21 - FCN = 297773.7302362 Edm = 27.5653 NCalls = 103 -VariableMetric: Iteration # 22 - FCN = 297771.0693325 Edm = 3.18226 NCalls = 107 -VariableMetric: Iteration # 23 - FCN = 297763.6768865 Edm = 6.69373 NCalls = 112 -VariableMetric: Iteration # 24 - FCN = 297646.2450366 Edm = 40.7182 NCalls = 116 -VariableMetric: Iteration # 25 - FCN = 297635.9641516 Edm = 10.2109 NCalls = 118 -VariableMetric: Iteration # 26 - FCN = 297631.1471072 Edm = 0.47499 NCalls = 120 -VariableMetric: Iteration # 27 - FCN = 297630.7750025 Edm = 0.185536 NCalls = 122 -VariableMetric: Iteration # 28 - FCN = 297630.3192989 Edm = 0.476242 NCalls = 124 -VariableMetric: Iteration # 29 - FCN = 297623.3121322 Edm = 5.94811 NCalls = 129 -VariableMetric: Iteration # 30 - FCN = 297417.5898586 Edm = 44.5325 NCalls = 135 -VariableMetric: Iteration # 31 - FCN = 297320.940937 Edm = 9.11338 NCalls = 138 -VariableMetric: Iteration # 32 - FCN = 297307.5775502 Edm = 21.25 NCalls = 140 -VariableMetric: Iteration # 33 - FCN = 297285.3994655 Edm = 8.23403 NCalls = 142 -VariableMetric: Iteration # 34 - FCN = 297268.3283971 Edm = 0.336183 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297267.973266 Edm = 0.109905 NCalls = 146 -VariableMetric: Iteration # 36 - FCN = 297267.7659676 Edm = 0.141138 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297267.2052503 Edm = 0.162129 NCalls = 151 -VariableMetric: Iteration # 38 - FCN = 297266.3957354 Edm = 0.605616 NCalls = 154 -VariableMetric: Iteration # 39 - FCN = 297265.047586 Edm = 0.801337 NCalls = 159 -VariableMetric: Iteration # 40 - FCN = 297264.2974201 Edm = 0.27936 NCalls = 161 -VariableMetric: Iteration # 41 - FCN = 297263.9623199 Edm = 0.139086 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297263.8360478 Edm = 0.00964652 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297263.8269362 Edm = 0.00285627 NCalls = 168 -VariableMetric: Iteration # 44 - FCN = 297263.8155239 Edm = 0.0115871 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297263.5485344 Edm = 0.247763 NCalls = 175 -VariableMetric: Iteration # 46 - FCN = 297263.5355607 Edm = 0.0114491 NCalls = 178 -VariableMetric: Iteration # 47 - FCN = 297261.871117 Edm = 1.03913 NCalls = 186 -VariableMetric: Iteration # 48 - FCN = 297257.8420527 Edm = 0.870642 NCalls = 189 -VariableMetric: Iteration # 49 - FCN = 297257.1092571 Edm = 0.0566193 NCalls = 192 -VariableMetric: Iteration # 50 - FCN = 297257.0533793 Edm = 0.00412055 NCalls = 193 -VariableMetric: Iteration # 51 - FCN = 297257.0474192 Edm = 0.00502614 NCalls = 195 -VariableMetric: Iteration # 52 - FCN = 297256.5710885 Edm = 0.432521 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297233.4265554 Edm = 2.24582 NCalls = 207 -VariableMetric: Iteration # 54 - FCN = 297231.4588762 Edm = 0.541135 NCalls = 209 -VariableMetric: Iteration # 55 - FCN = 297230.8846285 Edm = 0.0747974 NCalls = 212 -VariableMetric: Iteration # 56 - FCN = 297230.7826301 Edm = 0.0353169 NCalls = 214 -VariableMetric: Iteration # 57 - FCN = 297230.7516448 Edm = 0.00313909 NCalls = 216 -VariableMetric: Iteration # 58 - FCN = 297230.7471432 Edm = 0.00147845 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297230.7348124 Edm = 0.0114854 NCalls = 221 -VariableMetric: Iteration # 60 - FCN = 297230.5140803 Edm = 0.166393 NCalls = 227 -VariableMetric: Iteration # 61 - FCN = 297227.1021736 Edm = 2.27517 NCalls = 231 -VariableMetric: Iteration # 62 - FCN = 297218.7471853 Edm = 1.32744 NCalls = 234 -VariableMetric: Iteration # 63 - FCN = 297217.3532423 Edm = 0.118699 NCalls = 236 -VariableMetric: Iteration # 64 - FCN = 297217.2459215 Edm = 0.0174202 NCalls = 237 -VariableMetric: Iteration # 65 - FCN = 297217.218077 Edm = 0.00638027 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297217.2123386 Edm = 0.00117919 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297217.2078963 Edm = 0.00310306 NCalls = 243 -VariableMetric: Iteration # 68 - FCN = 297216.9684838 Edm = 0.218231 NCalls = 248 -VariableMetric: Iteration # 69 - FCN = 297211.2314515 Edm = 4.38875 NCalls = 253 -VariableMetric: Iteration # 70 - FCN = 297203.0893635 Edm = 3.81204 NCalls = 255 -VariableMetric: Iteration # 71 - FCN = 297200.7165391 Edm = 0.485304 NCalls = 257 -VariableMetric: Iteration # 72 - FCN = 297200.4245129 Edm = 0.115518 NCalls = 259 -VariableMetric: Iteration # 73 - FCN = 297200.3509309 Edm = 0.0419971 NCalls = 261 -VariableMetric: Iteration # 74 - FCN = 297200.3119832 Edm = 0.010737 NCalls = 263 -VariableMetric: Iteration # 75 - FCN = 297200.3012106 Edm = 0.00093504 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297200.2992378 Edm = 0.000969256 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297200.2365071 Edm = 0.0628948 NCalls = 272 -VariableMetric: Iteration # 78 - FCN = 297200.1316383 Edm = 0.0984801 NCalls = 277 -VariableMetric: Iteration # 79 - FCN = 297194.1498778 Edm = 0.349337 NCalls = 282 -VariableMetric: Iteration # 80 - FCN = 297193.7908178 Edm = 0.00872695 NCalls = 284 -VariableMetric: Iteration # 81 - FCN = 297193.7822897 Edm = 0.000470132 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297193.7817805 Edm = 0.000126918 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297193.7809613 Edm = 0.00074585 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297193.7189373 Edm = 0.0634282 NCalls = 297 -VariableMetric: Iteration # 85 - FCN = 297193.6946392 Edm = 0.0238641 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297192.697627 Edm = 0.0587248 NCalls = 307 -VariableMetric: Iteration # 87 - FCN = 297192.6341701 Edm = 0.00454155 NCalls = 309 -VariableMetric: Iteration # 88 - FCN = 297192.6305648 Edm = 0.000353477 NCalls = 311 -VariableMetric: Iteration # 89 - FCN = 297192.6301762 Edm = 5.42441e-05 NCalls = 313 -VariableMetric: After Hessian - FCN = 297192.6301762 Edm = 2.13257 NCalls = 796 -VariableMetric: Iteration # 90 - FCN = 297192.6301762 Edm = 2.13257 NCalls = 796 -VariableMetric: Iteration # 91 - FCN = 297190.2459341 Edm = 0.299156 NCalls = 798 -VariableMetric: Iteration # 92 - FCN = 297190.0866492 Edm = 0.0692969 NCalls = 800 -VariableMetric: Iteration # 93 - FCN = 297190.0121895 Edm = 0.0271768 NCalls = 802 -VariableMetric: Iteration # 94 - FCN = 297189.9840043 Edm = 0.0131393 NCalls = 804 -VariableMetric: Iteration # 95 - FCN = 297189.9776843 Edm = 0.00502941 NCalls = 806 -VariableMetric: Iteration # 96 - FCN = 297189.973964 Edm = 0.00228543 NCalls = 808 -VariableMetric: Iteration # 97 - FCN = 297189.9715109 Edm = 0.000484298 NCalls = 810 -VariableMetric: Iteration # 98 - FCN = 297189.9694398 Edm = 0.00140594 NCalls = 813 -VariableMetric: Iteration # 99 - FCN = 297189.9664089 Edm = 0.00175814 NCalls = 815 -VariableMetric: Iteration # 100 - FCN = 297189.9647335 Edm = 0.00231987 NCalls = 817 -VariableMetric: Iteration # 101 - FCN = 297189.9626148 Edm = 0.000891798 NCalls = 819 -VariableMetric: Iteration # 102 - FCN = 297189.9604837 Edm = 0.00227801 NCalls = 822 -VariableMetric: Iteration # 103 - FCN = 297189.956422 Edm = 0.00335647 NCalls = 826 -VariableMetric: Iteration # 104 - FCN = 297189.9545078 Edm = 0.00703285 NCalls = 828 -VariableMetric: Iteration # 105 - FCN = 297189.9528625 Edm = 0.00119302 NCalls = 830 -VariableMetric: Iteration # 106 - FCN = 297189.9488232 Edm = 0.00315472 NCalls = 834 -VariableMetric: Iteration # 107 - FCN = 297189.9466307 Edm = 0.00165007 NCalls = 836 -VariableMetric: Iteration # 108 - FCN = 297189.9433176 Edm = 0.00667798 NCalls = 839 -VariableMetric: Iteration # 109 - FCN = 297189.9313104 Edm = 0.00775852 NCalls = 843 -VariableMetric: Iteration # 110 - FCN = 297189.9194187 Edm = 0.00689322 NCalls = 846 -VariableMetric: Iteration # 111 - FCN = 297189.9090333 Edm = 0.00398348 NCalls = 849 -VariableMetric: Iteration # 112 - FCN = 297189.9050126 Edm = 0.00913669 NCalls = 850 -VariableMetric: Iteration # 113 - FCN = 297189.9009616 Edm = 0.0041139 NCalls = 852 -VariableMetric: Iteration # 114 - FCN = 297189.8987785 Edm = 0.00230999 NCalls = 855 -VariableMetric: Iteration # 115 - FCN = 297189.8972319 Edm = 0.0010695 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297189.8956578 Edm = 0.000312038 NCalls = 860 -VariableMetric: Iteration # 117 - FCN = 297189.8952158 Edm = 0.000277061 NCalls = 862 -VariableMetric: Iteration # 118 - FCN = 297189.8950074 Edm = 0.00018611 NCalls = 864 -VariableMetric: Iteration # 119 - FCN = 297189.8947673 Edm = 0.000214983 NCalls = 866 -VariableMetric: Iteration # 120 - FCN = 297189.8938657 Edm = 0.000673626 NCalls = 869 -VariableMetric: Iteration # 121 - FCN = 297189.8929633 Edm = 0.00241856 NCalls = 872 -VariableMetric: Iteration # 122 - FCN = 297189.8914255 Edm = 0.000855159 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297189.8906482 Edm = 0.000429094 NCalls = 881 -VariableMetric: Iteration # 124 - FCN = 297189.8900972 Edm = 0.000250074 NCalls = 883 -VariableMetric: Iteration # 125 - FCN = 297189.8898923 Edm = 0.000460788 NCalls = 886 -VariableMetric: Iteration # 126 - FCN = 297189.8892932 Edm = 0.000298752 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297189.8885235 Edm = 0.000725733 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297189.8877308 Edm = 0.00075741 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297189.8870994 Edm = 0.000327539 NCalls = 897 -VariableMetric: Iteration # 130 - FCN = 297189.8864119 Edm = 0.000555242 NCalls = 900 -VariableMetric: Iteration # 131 - FCN = 297189.8859704 Edm = 0.000468243 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297189.8849269 Edm = 0.000534596 NCalls = 906 -VariableMetric: Iteration # 133 - FCN = 297189.883727 Edm = 0.0017398 NCalls = 909 -VariableMetric: Iteration # 134 - FCN = 297189.8829652 Edm = 0.000851477 NCalls = 911 -VariableMetric: Iteration # 135 - FCN = 297189.8815888 Edm = 0.000845944 NCalls = 915 -VariableMetric: Iteration # 136 - FCN = 297189.8803294 Edm = 0.00161641 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297189.8776513 Edm = 0.0045305 NCalls = 919 -VariableMetric: Iteration # 138 - FCN = 297189.8769654 Edm = 0.00241975 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297189.8746521 Edm = 0.00237386 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297189.8726149 Edm = 0.00165314 NCalls = 928 -VariableMetric: Iteration # 141 - FCN = 297189.8713621 Edm = 0.00197703 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297189.8692268 Edm = 0.00244257 NCalls = 934 -VariableMetric: Iteration # 143 - FCN = 297189.8645518 Edm = 0.00167849 NCalls = 938 -VariableMetric: Iteration # 144 - FCN = 297189.8634678 Edm = 0.00156423 NCalls = 940 -VariableMetric: Iteration # 145 - FCN = 297189.8604737 Edm = 0.00297291 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297189.8569305 Edm = 0.00438776 NCalls = 946 -VariableMetric: Iteration # 147 - FCN = 297189.8512889 Edm = 0.00234588 NCalls = 951 -VariableMetric: Iteration # 148 - FCN = 297189.8473991 Edm = 0.00876078 NCalls = 954 -VariableMetric: Iteration # 149 - FCN = 297189.8390767 Edm = 0.00746621 NCalls = 956 -VariableMetric: Iteration # 150 - FCN = 297189.8326429 Edm = 0.00446503 NCalls = 959 -VariableMetric: Iteration # 151 - FCN = 297189.8286641 Edm = 0.0047162 NCalls = 962 -VariableMetric: Iteration # 152 - FCN = 297189.8231182 Edm = 0.0013516 NCalls = 965 -VariableMetric: Iteration # 153 - FCN = 297189.8219516 Edm = 0.00230428 NCalls = 967 -VariableMetric: Iteration # 154 - FCN = 297189.8208259 Edm = 0.000527524 NCalls = 969 -VariableMetric: Iteration # 155 - FCN = 297189.8194238 Edm = 0.000548859 NCalls = 971 -VariableMetric: Iteration # 156 - FCN = 297189.818986 Edm = 0.000119364 NCalls = 973 -VariableMetric: Iteration # 157 - FCN = 297189.8188576 Edm = 3.7257e-05 NCalls = 975 -VariableMetric: After Hessian - FCN = 297189.8188576 Edm = 0.000495378 NCalls = 1474 -VariableMetric: Iteration # 158 - FCN = 297189.8188576 Edm = 0.000495378 NCalls = 1474 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 319316.0342083 Edm = 1731.91 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 319316.0342083 Edm = 1731.91 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309854.6771656 Edm = 118.523 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 309002.1609991 Edm = 38.9804 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 305902.9185394 Edm = 318.46 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 305306.8350337 Edm = 20.3768 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 305249.2079644 Edm = 11.9859 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 305108.5592723 Edm = 183.612 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 302834.4346108 Edm = 60123.2 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 302654.9288173 Edm = 128.954 NCalls = 49 -VariableMetric: Iteration # 9 - FCN = 301534.645941 Edm = 12.5117 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 301374.0568631 Edm = 4.89959 NCalls = 58 -VariableMetric: Iteration # 11 - FCN = 301353.0974243 Edm = 16.3836 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 301326.5283465 Edm = 45.3774 NCalls = 64 -VariableMetric: Iteration # 13 - FCN = 300974.5984929 Edm = 154.307 NCalls = 70 -VariableMetric: Iteration # 14 - FCN = 300477.0030018 Edm = 143.235 NCalls = 79 -VariableMetric: Iteration # 15 - FCN = 300408.8418788 Edm = 59.232 NCalls = 81 -VariableMetric: Iteration # 16 - FCN = 300380.8306721 Edm = 2.41154 NCalls = 83 -VariableMetric: Iteration # 17 - FCN = 300366.2532944 Edm = 14.6188 NCalls = 86 -VariableMetric: Iteration # 18 - FCN = 300187.8056593 Edm = 70.6509 NCalls = 95 -VariableMetric: Iteration # 19 - FCN = 299390.4866166 Edm = 204.341 NCalls = 104 -VariableMetric: Iteration # 20 - FCN = 299390.4866166 Edm = 204.341 NCalls = 115 -VariableMetric: After Hessian - FCN = 299390.4866166 Edm = 4.43608e+06 NCalls = 588 -VariableMetric: Iteration # 21 - FCN = 299390.4866166 Edm = 4.43608e+06 NCalls = 588 -VariableMetric: Iteration # 22 - FCN = 299390.4866166 Edm = 4.43608e+06 NCalls = 599 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324615.3245779 Edm = 28.7275 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324615.3245779 Edm = 28.7275 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309909.3655015 Edm = 291.172 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 309814.8714437 Edm = 373.328 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 307783.4430016 Edm = 2382.49 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300792.0559653 Edm = 635.943 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298111.3668091 Edm = 849.544 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297817.821405 Edm = 34.9314 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297802.796201 Edm = 1.27962 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297796.1418523 Edm = 1.02854 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297787.7365121 Edm = 8.11299 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297726.7958675 Edm = 38.8688 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297674.3072632 Edm = 5.34946 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297662.7806698 Edm = 5.56025 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297657.6007645 Edm = 3.51583 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297652.3106852 Edm = 0.717633 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297649.3808716 Edm = 1.34481 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 297618.5900098 Edm = 27.837 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297543.9635024 Edm = 17.2621 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297534.2205506 Edm = 1.56662 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297532.9727723 Edm = 0.115035 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297532.827147 Edm = 0.0718903 NCalls = 63 -VariableMetric: Iteration # 21 - FCN = 297532.1579387 Edm = 0.196121 NCalls = 67 -VariableMetric: Iteration # 22 - FCN = 297521.9813248 Edm = 8.40467 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297455.8227594 Edm = 56.0119 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297421.3690506 Edm = 25.258 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297400.2792846 Edm = 0.263792 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297399.9370576 Edm = 0.0395465 NCalls = 83 -VariableMetric: Iteration # 27 - FCN = 297398.9472763 Edm = 0.199629 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297398.6495373 Edm = 0.0829364 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297398.5636904 Edm = 0.264526 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297397.4959941 Edm = 0.703641 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297395.7883858 Edm = 4.86116 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297394.7004831 Edm = 1.13281 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297392.543362 Edm = 0.707577 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297392.3317356 Edm = 0.306489 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297391.9740681 Edm = 0.25942 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297391.627756 Edm = 0.315358 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297390.2767 Edm = 3.07959 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297390.0866543 Edm = 0.260154 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297384.2242678 Edm = 2.8372 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297357.0698026 Edm = 99.9962 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297347.0489757 Edm = 9.29284 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297343.6184278 Edm = 0.422616 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297342.3344304 Edm = 0.333867 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297341.5015256 Edm = 0.914096 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297340.9065122 Edm = 0.317928 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297339.7154678 Edm = 0.387076 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297338.8649088 Edm = 0.402288 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297337.7467346 Edm = 0.510125 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297335.5765695 Edm = 1.91371 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297330.8941479 Edm = 1.958 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297330.1451568 Edm = 0.850543 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297329.5861614 Edm = 0.0405499 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297329.522536 Edm = 0.0311786 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297329.4590867 Edm = 0.0577453 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297329.2830032 Edm = 0.0557692 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297329.1575976 Edm = 0.199465 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297328.992693 Edm = 0.11655 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297328.8327054 Edm = 0.060261 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297328.7248533 Edm = 0.131692 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297328.632524 Edm = 0.0735569 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297328.4509687 Edm = 0.0702924 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297328.3269224 Edm = 0.0587829 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297328.257168 Edm = 0.0449904 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297328.1756831 Edm = 0.0454627 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297327.6564466 Edm = 0.486637 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297322.5773606 Edm = 4.91861 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297285.6408442 Edm = 24.1606 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297278.361259 Edm = 16.4215 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297275.1473774 Edm = 14.3891 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297260.583688 Edm = 0.952144 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297260.0343148 Edm = 0.327986 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297259.8047871 Edm = 0.0266755 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297259.7485844 Edm = 0.0189609 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297259.6759134 Edm = 0.0505518 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297254.2583768 Edm = 1.17983 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297252.8134403 Edm = 3.11801 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297250.8266705 Edm = 1.67453 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297223.3751167 Edm = 12.3389 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297190.6572962 Edm = 3.47771 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297186.0664964 Edm = 1.679 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297184.0279369 Edm = 0.641214 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297182.2613382 Edm = 0.522609 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297181.2906115 Edm = 0.478016 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297180.7024217 Edm = 0.352367 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297180.4105322 Edm = 0.140652 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297180.2852308 Edm = 0.0230698 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297180.242932 Edm = 0.0197147 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297180.1671057 Edm = 0.0551584 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297180.0875176 Edm = 0.0293279 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297180.0513064 Edm = 0.0149385 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297180.0238103 Edm = 0.00819583 NCalls = 280 -VariableMetric: Iteration # 92 - FCN = 297180.0069389 Edm = 0.0149572 NCalls = 283 -VariableMetric: Iteration # 93 - FCN = 297179.9970787 Edm = 0.00601856 NCalls = 285 -VariableMetric: Iteration # 94 - FCN = 297179.9757102 Edm = 0.0113766 NCalls = 289 -VariableMetric: Iteration # 95 - FCN = 297179.9348265 Edm = 0.0338502 NCalls = 291 -VariableMetric: Iteration # 96 - FCN = 297179.8667023 Edm = 0.0404102 NCalls = 294 -VariableMetric: Iteration # 97 - FCN = 297179.8546737 Edm = 0.0264111 NCalls = 295 -VariableMetric: Iteration # 98 - FCN = 297179.6725327 Edm = 0.129301 NCalls = 299 -VariableMetric: Iteration # 99 - FCN = 297177.6571017 Edm = 1.38781 NCalls = 303 -VariableMetric: Iteration # 100 - FCN = 297177.0984856 Edm = 0.85042 NCalls = 305 -VariableMetric: Iteration # 101 - FCN = 297175.4656865 Edm = 0.778103 NCalls = 308 -VariableMetric: Iteration # 102 - FCN = 297171.6207502 Edm = 2.38365 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297171.2341414 Edm = 2.89898 NCalls = 318 -VariableMetric: Iteration # 104 - FCN = 297169.5683809 Edm = 1.11366 NCalls = 320 -VariableMetric: Iteration # 105 - FCN = 297168.4896342 Edm = 0.045561 NCalls = 322 -VariableMetric: Iteration # 106 - FCN = 297168.4511736 Edm = 0.00950515 NCalls = 324 -VariableMetric: Iteration # 107 - FCN = 297168.4337954 Edm = 0.00442431 NCalls = 326 -VariableMetric: Iteration # 108 - FCN = 297168.425295 Edm = 0.0013419 NCalls = 328 -VariableMetric: Iteration # 109 - FCN = 297168.4212656 Edm = 0.00139287 NCalls = 330 -VariableMetric: Iteration # 110 - FCN = 297168.4150695 Edm = 0.00304025 NCalls = 332 -VariableMetric: Iteration # 111 - FCN = 297168.3877341 Edm = 0.0128389 NCalls = 335 -VariableMetric: Iteration # 112 - FCN = 297168.3548675 Edm = 0.00518322 NCalls = 338 -VariableMetric: Iteration # 113 - FCN = 297168.349996 Edm = 0.00285975 NCalls = 340 -VariableMetric: Iteration # 114 - FCN = 297168.340831 Edm = 0.00407015 NCalls = 342 -VariableMetric: Iteration # 115 - FCN = 297168.3082718 Edm = 0.0335646 NCalls = 346 -VariableMetric: Iteration # 116 - FCN = 297168.2142506 Edm = 0.0991716 NCalls = 350 -VariableMetric: Iteration # 117 - FCN = 297167.8279168 Edm = 0.382865 NCalls = 357 -VariableMetric: Iteration # 118 - FCN = 297167.8224504 Edm = 0.00654328 NCalls = 359 -VariableMetric: Iteration # 119 - FCN = 297167.4873581 Edm = 0.286711 NCalls = 364 -VariableMetric: Iteration # 120 - FCN = 297166.1552974 Edm = 0.900719 NCalls = 368 -VariableMetric: Iteration # 121 - FCN = 297164.5219871 Edm = 1.39794 NCalls = 371 -VariableMetric: Iteration # 122 - FCN = 297158.7531802 Edm = 1.57374 NCalls = 374 -VariableMetric: Iteration # 123 - FCN = 297157.3598777 Edm = 0.175053 NCalls = 376 -VariableMetric: Iteration # 124 - FCN = 297157.1694121 Edm = 0.0469611 NCalls = 378 -VariableMetric: Iteration # 125 - FCN = 297157.1115003 Edm = 0.0294093 NCalls = 381 -VariableMetric: Iteration # 126 - FCN = 297157.0329962 Edm = 0.0244521 NCalls = 383 -VariableMetric: Iteration # 127 - FCN = 297157.0115896 Edm = 0.0083545 NCalls = 384 -VariableMetric: Iteration # 128 - FCN = 297157.0000149 Edm = 0.00115993 NCalls = 387 -VariableMetric: Iteration # 129 - FCN = 297156.9983734 Edm = 0.000169302 NCalls = 389 -VariableMetric: Iteration # 130 - FCN = 297156.9980291 Edm = 0.000197839 NCalls = 391 -VariableMetric: Iteration # 131 - FCN = 297156.9968803 Edm = 0.000935815 NCalls = 394 -VariableMetric: Iteration # 132 - FCN = 297156.9601586 Edm = 0.0312715 NCalls = 398 -VariableMetric: Iteration # 133 - FCN = 297156.1747098 Edm = 0.944916 NCalls = 403 -VariableMetric: Iteration # 134 - FCN = 297155.405748 Edm = 0.500338 NCalls = 407 -VariableMetric: Iteration # 135 - FCN = 297154.3622436 Edm = 0.027978 NCalls = 409 -VariableMetric: Iteration # 136 - FCN = 297154.3255872 Edm = 0.00144791 NCalls = 412 -VariableMetric: Iteration # 137 - FCN = 297154.3239812 Edm = 0.000219401 NCalls = 414 -VariableMetric: Iteration # 138 - FCN = 297154.3237517 Edm = 0.000103172 NCalls = 416 -VariableMetric: Iteration # 139 - FCN = 297154.3230652 Edm = 0.000544938 NCalls = 419 -VariableMetric: Iteration # 140 - FCN = 297154.296666 Edm = 0.0215842 NCalls = 424 -VariableMetric: Iteration # 141 - FCN = 297153.8126975 Edm = 0.536373 NCalls = 429 -VariableMetric: Iteration # 142 - FCN = 297153.4270491 Edm = 0.533782 NCalls = 434 -VariableMetric: Iteration # 143 - FCN = 297152.5062406 Edm = 0.99563 NCalls = 440 -VariableMetric: Iteration # 144 - FCN = 297151.1484806 Edm = 0.793813 NCalls = 445 -VariableMetric: Iteration # 145 - FCN = 297150.9884857 Edm = 0.256164 NCalls = 447 -VariableMetric: Iteration # 146 - FCN = 297150.8160982 Edm = 0.0344154 NCalls = 448 -VariableMetric: Iteration # 147 - FCN = 297150.7661008 Edm = 0.0306271 NCalls = 450 -VariableMetric: Iteration # 148 - FCN = 297150.6666068 Edm = 0.0508348 NCalls = 454 -VariableMetric: Iteration # 149 - FCN = 297150.4925455 Edm = 0.190336 NCalls = 458 -VariableMetric: Iteration # 150 - FCN = 297150.4006468 Edm = 0.0865962 NCalls = 460 -VariableMetric: Iteration # 151 - FCN = 297150.3262382 Edm = 0.0224417 NCalls = 463 -VariableMetric: Iteration # 152 - FCN = 297150.3083821 Edm = 0.00645034 NCalls = 465 -VariableMetric: Iteration # 153 - FCN = 297150.3045039 Edm = 0.000746048 NCalls = 467 -VariableMetric: Iteration # 154 - FCN = 297150.3035829 Edm = 0.000213606 NCalls = 469 -VariableMetric: Iteration # 155 - FCN = 297150.302918 Edm = 0.000260356 NCalls = 471 -VariableMetric: Iteration # 156 - FCN = 297150.3001976 Edm = 0.00217778 NCalls = 474 -VariableMetric: Iteration # 157 - FCN = 297150.2143326 Edm = 0.0748579 NCalls = 479 -VariableMetric: Iteration # 158 - FCN = 297149.7180795 Edm = 0.349501 NCalls = 482 -VariableMetric: Iteration # 159 - FCN = 297147.9034364 Edm = 1.57958 NCalls = 486 -VariableMetric: Iteration # 160 - FCN = 297146.3806135 Edm = 0.563398 NCalls = 488 -VariableMetric: Iteration # 161 - FCN = 297145.8434858 Edm = 0.656083 NCalls = 489 -VariableMetric: Iteration # 162 - FCN = 297145.6872 Edm = 0.0423737 NCalls = 491 -VariableMetric: Iteration # 163 - FCN = 297145.6363512 Edm = 0.0100517 NCalls = 493 -VariableMetric: Iteration # 164 - FCN = 297145.6243974 Edm = 0.00184591 NCalls = 495 -VariableMetric: Iteration # 165 - FCN = 297145.6221824 Edm = 0.000245829 NCalls = 497 -VariableMetric: Iteration # 166 - FCN = 297145.621898 Edm = 4.99762e-05 NCalls = 499 -VariableMetric: After Hessian - FCN = 297145.621898 Edm = 6.29475 NCalls = 972 -VariableMetric: Iteration # 167 - FCN = 297145.621898 Edm = 6.29475 NCalls = 972 -VariableMetric: Iteration # 168 - FCN = 297145.5173883 Edm = 495.974 NCalls = 975 -VariableMetric: Iteration # 169 - FCN = 297143.5091211 Edm = 1.21143 NCalls = 978 -VariableMetric: Iteration # 170 - FCN = 297143.0444238 Edm = 0.292781 NCalls = 980 -VariableMetric: Iteration # 171 - FCN = 297142.5352744 Edm = 0.143953 NCalls = 982 -VariableMetric: Iteration # 172 - FCN = 297142.1888334 Edm = 0.0489599 NCalls = 984 -VariableMetric: Iteration # 173 - FCN = 297142.081986 Edm = 0.038797 NCalls = 986 -VariableMetric: Iteration # 174 - FCN = 297141.9907393 Edm = 0.0501015 NCalls = 988 -VariableMetric: Iteration # 175 - FCN = 297141.8108004 Edm = 0.0649819 NCalls = 990 -VariableMetric: Iteration # 176 - FCN = 297141.6642638 Edm = 0.0243734 NCalls = 992 -VariableMetric: Iteration # 177 - FCN = 297141.6339037 Edm = 0.00617353 NCalls = 994 -VariableMetric: Iteration # 178 - FCN = 297141.6233035 Edm = 0.0031383 NCalls = 996 -VariableMetric: Iteration # 179 - FCN = 297141.6140037 Edm = 0.00258261 NCalls = 998 -VariableMetric: Iteration # 180 - FCN = 297141.6087931 Edm = 0.000881224 NCalls = 1000 -VariableMetric: Iteration # 181 - FCN = 297141.6071488 Edm = 0.000252848 NCalls = 1002 -VariableMetric: Iteration # 182 - FCN = 297141.606333 Edm = 0.000145486 NCalls = 1004 -VariableMetric: Iteration # 183 - FCN = 297141.6060401 Edm = 2.87953e-05 NCalls = 1006 -VariableMetric: After Hessian - FCN = 297141.6060401 Edm = 5.94527e-05 NCalls = 1485 -VariableMetric: Iteration # 184 - FCN = 297141.6060401 Edm = 5.94527e-05 NCalls = 1485 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317247.5136786 Edm = 26.7515 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317247.5136786 Edm = 26.7515 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305510.2727206 Edm = 3.61688 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304983.4432637 Edm = 1.22551 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304962.3975465 Edm = 12.2337 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 301318.9757849 Edm = 300.214 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 301028.9618592 Edm = 559.628 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 300952.3082285 Edm = 25.5954 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 300925.5052901 Edm = 14.2986 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298942.5969117 Edm = 292.683 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298942.5969117 Edm = 292.683 NCalls = 47 -VariableMetric: After Hessian - FCN = 298942.5969117 Edm = 2.29074e+06 NCalls = 518 -VariableMetric: Iteration # 10 - FCN = 298942.5969117 Edm = 2.29074e+06 NCalls = 518 -VariableMetric: Iteration # 11 - FCN = 298942.5969117 Edm = 2.29074e+06 NCalls = 529 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311308.6643887 Edm = 20.8926 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311308.6643887 Edm = 20.8926 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300142.9484923 Edm = 11.8249 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300096.8873911 Edm = 58.0863 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300019.1811922 Edm = 68.3 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298461.1990194 Edm = 95.5737 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298242.9854926 Edm = 195.258 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297903.0171457 Edm = 8.9229 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297890.5296083 Edm = 0.824205 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297869.6836299 Edm = 18.8581 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297529.024429 Edm = 21.5068 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297513.0081171 Edm = 1.13429 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297512.1687759 Edm = 0.0200777 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297512.1238163 Edm = 0.0288266 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297504.8837764 Edm = 7.59051 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297504.3205203 Edm = 0.50102 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297504.1944672 Edm = 0.111632 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297452.6592196 Edm = 4.17814 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297447.5972166 Edm = 0.165696 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297447.4129237 Edm = 0.00481297 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297447.4014867 Edm = 0.0072969 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297447.0497582 Edm = 0.37048 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297441.6963208 Edm = 0.171865 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297406.8918341 Edm = 3.25047 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297402.4721851 Edm = 0.378221 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297402.14433 Edm = 0.0269085 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297402.1053488 Edm = 0.00118837 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297402.0922216 Edm = 0.0114145 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297398.4744237 Edm = 2.6226 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297389.6731363 Edm = 0.248919 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297389.3685646 Edm = 0.00708835 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297389.3615886 Edm = 0.00176397 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297389.3563776 Edm = 0.00438425 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297387.8190971 Edm = 0.39813 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297383.403532 Edm = 0.782251 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297382.1507315 Edm = 0.0168408 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297382.138182 Edm = 0.00167986 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297382.1362736 Edm = 0.0003903 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297382.1326462 Edm = 0.00133987 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297382.1032309 Edm = 0.0261565 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297378.9249655 Edm = 0.741392 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297378.1011313 Edm = 0.00879588 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297378.091605 Edm = 0.000478358 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297378.0905842 Edm = 0.000643346 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297378.073686 Edm = 0.0169039 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297377.6221797 Edm = 0.0747764 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297375.2509287 Edm = 1.24527 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297372.9037701 Edm = 0.574386 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297372.3608311 Edm = 0.143427 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297372.2776572 Edm = 0.00364774 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297372.2734719 Edm = 0.000252254 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297372.2724021 Edm = 0.000621109 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297372.2504423 Edm = 0.0156601 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297372.0911153 Edm = 0.0966338 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297371.3672777 Edm = 0.701337 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297370.8346586 Edm = 1.40696 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297369.4563953 Edm = 2.52257 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297367.2918636 Edm = 2.81873 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297364.4598597 Edm = 1.6073 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297362.5866106 Edm = 0.686188 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297361.7722695 Edm = 0.176782 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297361.3718815 Edm = 0.141427 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297361.2500045 Edm = 0.0502334 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297361.2153657 Edm = 0.00205755 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297361.2134246 Edm = 0.000295692 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297361.2127255 Edm = 0.000365725 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297361.2019465 Edm = 0.0101957 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297360.8586091 Edm = 0.288313 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297359.0408365 Edm = 0.0734605 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297358.9795883 Edm = 0.00418708 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297358.9754854 Edm = 0.000290348 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297358.9751257 Edm = 0.000113068 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297358.9746503 Edm = 0.000397703 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297358.922622 Edm = 0.0507385 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297357.5543478 Edm = 0.24481 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297357.3196548 Edm = 0.0118861 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297357.3100839 Edm = 0.000800725 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297357.3091002 Edm = 0.000143584 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297357.3087188 Edm = 0.000225488 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297357.3013884 Edm = 0.00721151 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297356.9179877 Edm = 0.0502481 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297355.7265329 Edm = 0.499651 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297354.8064543 Edm = 0.326965 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297354.5228434 Edm = 0.0336014 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297354.4969856 Edm = 0.0020085 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297354.4950656 Edm = 0.000204509 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297354.4947694 Edm = 7.4743e-05 NCalls = 276 -VariableMetric: After Hessian - FCN = 297354.4947694 Edm = 3.88929 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297354.4947694 Edm = 3.88929 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297353.3744841 Edm = 2.99756 NCalls = 753 -VariableMetric: Iteration # 88 - FCN = 297352.1607025 Edm = 0.125466 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297352.0659425 Edm = 0.0271823 NCalls = 756 -VariableMetric: Iteration # 90 - FCN = 297352.0369871 Edm = 0.00310224 NCalls = 758 -VariableMetric: Iteration # 91 - FCN = 297352.0343067 Edm = 0.000275663 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297352.0339095 Edm = 0.000123806 NCalls = 762 -VariableMetric: Iteration # 93 - FCN = 297352.0337492 Edm = 3.34864e-05 NCalls = 764 -VariableMetric: After Hessian - FCN = 297352.0337492 Edm = 3.58521e-05 NCalls = 1247 -VariableMetric: Iteration # 94 - FCN = 297352.0337492 Edm = 3.58521e-05 NCalls = 1247 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334616.0661227 Edm = 697.664 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334616.0661227 Edm = 697.664 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307166.0203368 Edm = 10.456 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307100.478863 Edm = 13.5188 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 307020.694592 Edm = 63.3789 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297683.937161 Edm = 7.37551 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297582.5439201 Edm = 5.37016 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297577.566169 Edm = 0.0517766 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297577.3474333 Edm = 0.210275 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297562.3753323 Edm = 5.95322 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297549.7437931 Edm = 0.417844 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297549.2754584 Edm = 0.0276088 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297549.2222898 Edm = 0.01309 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297548.7079606 Edm = 0.492265 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297499.4928946 Edm = 11.7528 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297490.8772992 Edm = 1.11158 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297487.0566142 Edm = 0.217941 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297486.9516031 Edm = 0.125584 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297486.8502428 Edm = 0.0306393 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297485.032579 Edm = 1.86026 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297468.2979547 Edm = 10.5433 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297438.3758413 Edm = 5.14819 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297435.1947313 Edm = 0.899126 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297434.6862508 Edm = 0.0352515 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297434.6303721 Edm = 0.0210661 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297434.2808205 Edm = 0.172465 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297429.9474168 Edm = 2.77433 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297424.5109056 Edm = 3.36968 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297418.4301782 Edm = 4.87129 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297411.1850044 Edm = 1.1133 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297409.7861772 Edm = 0.0939054 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297409.6668355 Edm = 0.0202078 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297409.6207557 Edm = 0.0295094 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297409.2567717 Edm = 0.285088 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297396.9723451 Edm = 7.44668 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297372.105754 Edm = 1.01633 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297371.2639936 Edm = 0.0798904 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297371.1875233 Edm = 0.00462681 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297371.1801922 Edm = 0.00228601 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297371.0910507 Edm = 0.0762435 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297367.5979538 Edm = 2.07411 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297360.3169337 Edm = 2.51644 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297358.2850815 Edm = 0.702157 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297357.4774743 Edm = 0.0583292 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297357.414849 Edm = 0.00621094 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297357.4076097 Edm = 0.000873249 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297357.4031188 Edm = 0.00358976 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297357.3037065 Edm = 0.0918832 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297347.2427517 Edm = 3.59742 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297340.0645315 Edm = 0.739518 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297339.4423694 Edm = 0.0606099 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297339.4059585 Edm = 0.00590053 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297339.4001608 Edm = 0.00060838 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297339.3951171 Edm = 0.00340892 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297339.2148091 Edm = 0.183182 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297338.9805887 Edm = 0.238442 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297335.3235765 Edm = 2.48397 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297335.0253936 Edm = 1.92352 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297332.6021293 Edm = 1.73748 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297331.5257249 Edm = 0.167781 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297331.3094082 Edm = 0.111629 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297330.9228478 Edm = 0.193001 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297330.6197399 Edm = 0.195526 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297330.4534854 Edm = 0.0713013 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297330.3712397 Edm = 0.0317825 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297330.3311619 Edm = 0.0254218 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297330.3050588 Edm = 0.00408476 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297330.2991875 Edm = 0.000797091 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297330.2966946 Edm = 0.00121636 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297330.2501726 Edm = 0.0398211 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297329.9713473 Edm = 0.534613 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297329.0554634 Edm = 1.77636 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297327.4523866 Edm = 1.19265 NCalls = 244 -VariableMetric: Iteration # 72 - FCN = 297321.8655293 Edm = 20.3333 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297315.8218779 Edm = 2.18571 NCalls = 256 -VariableMetric: Iteration # 74 - FCN = 297314.5155888 Edm = 0.508641 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297314.1689423 Edm = 0.195397 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297314.0704029 Edm = 0.0131488 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297314.057811 Edm = 0.0049161 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297314.0474538 Edm = 0.00688898 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297314.0137465 Edm = 0.020973 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297313.9922595 Edm = 0.00482548 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297313.9873578 Edm = 0.000903105 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297313.9835502 Edm = 0.00332813 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297313.8608574 Edm = 0.0986739 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297310.603271 Edm = 3.32705 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297310.4573274 Edm = 0.272107 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297306.7282794 Edm = 1.99172 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 297306.5711542 Edm = 1.33494 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297303.6206829 Edm = 3.33287 NCalls = 303 -VariableMetric: Iteration # 89 - FCN = 297300.5641607 Edm = 1.80265 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297298.5814015 Edm = 3.21436 NCalls = 311 -VariableMetric: Iteration # 91 - FCN = 297297.4098623 Edm = 0.588273 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297296.2498241 Edm = 0.622122 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297295.02883 Edm = 0.969718 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297293.3782687 Edm = 0.931379 NCalls = 322 -VariableMetric: Iteration # 95 - FCN = 297292.1130698 Edm = 1.42117 NCalls = 324 -VariableMetric: Iteration # 96 - FCN = 297290.4553676 Edm = 1.11215 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297289.806201 Edm = 1.04014 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297288.8746957 Edm = 0.150162 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297288.5901331 Edm = 0.103426 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297288.4687338 Edm = 0.0994025 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297288.3583845 Edm = 0.0302529 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297288.2987861 Edm = 0.0149244 NCalls = 342 -VariableMetric: Iteration # 103 - FCN = 297288.2804432 Edm = 0.0102434 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297288.2726878 Edm = 0.00218816 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297288.2704552 Edm = 0.000396252 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297288.2698356 Edm = 0.000137751 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297288.2692807 Edm = 0.000335829 NCalls = 353 -VariableMetric: Iteration # 108 - FCN = 297288.2645737 Edm = 0.00470252 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297288.25084 Edm = 0.0124523 NCalls = 362 -VariableMetric: Iteration # 110 - FCN = 297287.4715771 Edm = 1.00326 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297286.7494672 Edm = 0.207799 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297286.5433649 Edm = 0.0564178 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297286.4956885 Edm = 0.00604168 NCalls = 379 -VariableMetric: Iteration # 114 - FCN = 297286.4869777 Edm = 0.00161314 NCalls = 381 -VariableMetric: Iteration # 115 - FCN = 297286.4830051 Edm = 0.0007952 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297286.4816755 Edm = 4.75543e-05 NCalls = 385 -VariableMetric: After Hessian - FCN = 297286.4816755 Edm = 67.1924 NCalls = 866 -VariableMetric: Iteration # 117 - FCN = 297286.4816755 Edm = 67.1924 NCalls = 866 -VariableMetric: Iteration # 118 - FCN = 297285.277518 Edm = 15.9247 NCalls = 872 -VariableMetric: Iteration # 119 - FCN = 297284.3784729 Edm = 3.3268 NCalls = 874 -VariableMetric: Iteration # 120 - FCN = 297283.0683565 Edm = 0.0695535 NCalls = 876 -VariableMetric: Iteration # 121 - FCN = 297282.9543274 Edm = 0.070244 NCalls = 879 -VariableMetric: Iteration # 122 - FCN = 297282.8564042 Edm = 0.0259953 NCalls = 883 -VariableMetric: Iteration # 123 - FCN = 297282.7688917 Edm = 0.0368966 NCalls = 886 -VariableMetric: Iteration # 124 - FCN = 297282.549635 Edm = 0.119017 NCalls = 889 -VariableMetric: Iteration # 125 - FCN = 297282.3827875 Edm = 0.104324 NCalls = 891 -VariableMetric: Iteration # 126 - FCN = 297282.2409018 Edm = 0.152688 NCalls = 894 -VariableMetric: Iteration # 127 - FCN = 297282.0574713 Edm = 0.0474302 NCalls = 897 -VariableMetric: Iteration # 128 - FCN = 297281.9880619 Edm = 0.0493984 NCalls = 900 -VariableMetric: Iteration # 129 - FCN = 297281.925468 Edm = 0.0176554 NCalls = 903 -VariableMetric: Iteration # 130 - FCN = 297281.8637633 Edm = 0.0280432 NCalls = 906 -VariableMetric: Iteration # 131 - FCN = 297281.8278255 Edm = 0.0202019 NCalls = 908 -VariableMetric: Iteration # 132 - FCN = 297281.8026558 Edm = 0.0111836 NCalls = 910 -VariableMetric: Iteration # 133 - FCN = 297281.7872336 Edm = 0.00340001 NCalls = 912 -VariableMetric: Iteration # 134 - FCN = 297281.7772468 Edm = 0.00252889 NCalls = 915 -VariableMetric: Iteration # 135 - FCN = 297281.7710759 Edm = 0.00124298 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297281.7682924 Edm = 0.0011127 NCalls = 920 -VariableMetric: Iteration # 137 - FCN = 297281.7650729 Edm = 0.00140012 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297281.7588861 Edm = 0.00349821 NCalls = 924 -VariableMetric: Iteration # 139 - FCN = 297281.7519911 Edm = 0.00220313 NCalls = 927 -VariableMetric: Iteration # 140 - FCN = 297281.7477674 Edm = 0.00107012 NCalls = 929 -VariableMetric: Iteration # 141 - FCN = 297281.7442136 Edm = 0.0015385 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297281.7410204 Edm = 0.00166357 NCalls = 934 -VariableMetric: Iteration # 143 - FCN = 297281.739052 Edm = 0.000489353 NCalls = 936 -VariableMetric: Iteration # 144 - FCN = 297281.7381196 Edm = 0.00016156 NCalls = 938 -VariableMetric: Iteration # 145 - FCN = 297281.7378842 Edm = 4.71042e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297281.7378842 Edm = 7.27827e-05 NCalls = 1423 -VariableMetric: Iteration # 146 - FCN = 297281.7378842 Edm = 7.27827e-05 NCalls = 1423 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333536.8437032 Edm = 92.004 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333536.8437032 Edm = 92.004 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298898.8662158 Edm = 6.55748 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298860.0628613 Edm = 86.3633 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298455.7397505 Edm = 13.7564 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298434.350611 Edm = 2.38644 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298429.3424279 Edm = 5.3866 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298201.8320796 Edm = 101.184 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297979.6237879 Edm = 54.589 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297914.3633451 Edm = 1.84975 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297912.3444232 Edm = 0.0820316 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297909.7854747 Edm = 2.44796 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297826.3115103 Edm = 71.7308 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297532.3968642 Edm = 91.0479 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297418.1522638 Edm = 14.6559 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297393.2940669 Edm = 1.29315 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297391.6442046 Edm = 0.13085 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297391.5288261 Edm = 0.016234 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297391.3123772 Edm = 0.173056 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297331.9072266 Edm = 5.56603 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297325.4605388 Edm = 0.0833446 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297325.3747599 Edm = 0.00930852 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297325.3089744 Edm = 0.0445518 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297324.7716639 Edm = 0.36998 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297287.3567189 Edm = 30.1301 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297180.8967912 Edm = 9.306 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297176.73937 Edm = 7.09409 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297174.9857538 Edm = 0.308017 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297174.6975777 Edm = 0.0791977 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297174.6474951 Edm = 0.00557084 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297174.640996 Edm = 0.00254638 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297174.5953548 Edm = 0.0338095 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297172.977496 Edm = 1.13805 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297164.8265708 Edm = 1.67866 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297163.2016893 Edm = 0.239683 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297162.8245621 Edm = 0.0604725 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297162.748385 Edm = 0.00797581 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297162.7373882 Edm = 0.00148677 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297162.7346038 Edm = 0.00110436 NCalls = 116 -VariableMetric: Iteration # 38 - FCN = 297162.6754018 Edm = 0.0483631 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297160.2673452 Edm = 1.1456 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297158.1452391 Edm = 0.75287 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297157.8166651 Edm = 0.307069 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297156.7580152 Edm = 0.418874 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297156.2153139 Edm = 0.0701719 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297156.1808659 Edm = 0.00326513 NCalls = 137 -VariableMetric: Iteration # 45 - FCN = 297156.1752161 Edm = 0.000840009 NCalls = 139 -VariableMetric: Iteration # 46 - FCN = 297156.1729924 Edm = 0.00090499 NCalls = 141 -VariableMetric: Iteration # 47 - FCN = 297156.104194 Edm = 0.0414297 NCalls = 146 -VariableMetric: Iteration # 48 - FCN = 297155.5510903 Edm = 0.492004 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297152.6420829 Edm = 1.37588 NCalls = 153 -VariableMetric: Iteration # 50 - FCN = 297150.9598377 Edm = 1.22598 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297149.8389361 Edm = 0.178813 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297149.706768 Edm = 0.0174942 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297149.6925437 Edm = 0.000865934 NCalls = 162 -VariableMetric: Iteration # 54 - FCN = 297149.6907819 Edm = 0.0013263 NCalls = 164 -VariableMetric: Iteration # 55 - FCN = 297149.6783765 Edm = 0.0135172 NCalls = 168 -VariableMetric: Iteration # 56 - FCN = 297149.438396 Edm = 0.275822 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297149.4337324 Edm = 0.00429802 NCalls = 178 -VariableMetric: Iteration # 58 - FCN = 297148.5897785 Edm = 0.0936441 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297144.6652606 Edm = 1.76168 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297143.3322701 Edm = 0.776344 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297142.3242004 Edm = 0.177085 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297142.0926195 Edm = 0.0947693 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297141.9770069 Edm = 0.0240674 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297141.9536875 Edm = 0.00328919 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297141.9511359 Edm = 0.000332197 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297141.9507348 Edm = 0.000132191 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297141.9468786 Edm = 0.00336344 NCalls = 205 -VariableMetric: Iteration # 68 - FCN = 297141.6398461 Edm = 0.258107 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297139.7286636 Edm = 0.549565 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297139.2398232 Edm = 0.123744 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297139.1127958 Edm = 0.0287902 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297139.0595692 Edm = 0.0103059 NCalls = 221 -VariableMetric: Iteration # 73 - FCN = 297139.0388172 Edm = 0.00264872 NCalls = 223 -VariableMetric: Iteration # 74 - FCN = 297139.0368656 Edm = 0.000230116 NCalls = 225 -VariableMetric: Iteration # 75 - FCN = 297139.0365294 Edm = 6.97669e-05 NCalls = 227 -VariableMetric: Iteration # 76 - FCN = 297139.0358257 Edm = 0.000632872 NCalls = 230 -VariableMetric: Iteration # 77 - FCN = 297138.9750985 Edm = 0.0595365 NCalls = 237 -VariableMetric: Iteration # 78 - FCN = 297137.55195 Edm = 0.87098 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 297137.0874889 Edm = 0.310682 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297136.7540944 Edm = 0.0408535 NCalls = 247 -VariableMetric: Iteration # 81 - FCN = 297136.6971001 Edm = 0.00338543 NCalls = 249 -VariableMetric: Iteration # 82 - FCN = 297136.6933526 Edm = 0.000261085 NCalls = 251 -VariableMetric: Iteration # 83 - FCN = 297136.6927414 Edm = 0.000238708 NCalls = 253 -VariableMetric: Iteration # 84 - FCN = 297136.6921104 Edm = 0.000352065 NCalls = 255 -VariableMetric: Iteration # 85 - FCN = 297136.6857974 Edm = 0.00627288 NCalls = 259 -VariableMetric: Iteration # 86 - FCN = 297136.2912979 Edm = 0.189455 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297135.7165342 Edm = 1.05679 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297134.1091217 Edm = 5.81876 NCalls = 271 -VariableMetric: Iteration # 89 - FCN = 297133.4765321 Edm = 0.430688 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297131.9428015 Edm = 0.353102 NCalls = 279 -VariableMetric: Iteration # 91 - FCN = 297131.5018317 Edm = 0.110045 NCalls = 283 -VariableMetric: Iteration # 92 - FCN = 297131.4275227 Edm = 0.0158507 NCalls = 285 -VariableMetric: Iteration # 93 - FCN = 297131.3960685 Edm = 0.0251489 NCalls = 287 -VariableMetric: Iteration # 94 - FCN = 297131.3745049 Edm = 0.0309012 NCalls = 289 -VariableMetric: Iteration # 95 - FCN = 297131.338654 Edm = 0.00308371 NCalls = 291 -VariableMetric: Iteration # 96 - FCN = 297131.334012 Edm = 0.000211119 NCalls = 293 -VariableMetric: Iteration # 97 - FCN = 297131.3336241 Edm = 0.000163453 NCalls = 295 -VariableMetric: Iteration # 98 - FCN = 297131.3330115 Edm = 0.000696022 NCalls = 298 -VariableMetric: Iteration # 99 - FCN = 297131.3293807 Edm = 0.000739392 NCalls = 302 -VariableMetric: Iteration # 100 - FCN = 297131.3284252 Edm = 5.98682e-05 NCalls = 304 -VariableMetric: After Hessian - FCN = 297131.3284252 Edm = 120.542 NCalls = 781 -VariableMetric: Iteration # 101 - FCN = 297131.3284252 Edm = 120.542 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297131.1407224 Edm = 85.2624 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297131.0158973 Edm = 0.986394 NCalls = 787 -VariableMetric: Iteration # 104 - FCN = 297130.0066927 Edm = 3.14482 NCalls = 788 -VariableMetric: Iteration # 105 - FCN = 297128.7681002 Edm = 0.25618 NCalls = 794 -VariableMetric: Iteration # 106 - FCN = 297128.3469106 Edm = 0.201039 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297127.9974921 Edm = 0.148446 NCalls = 798 -VariableMetric: Iteration # 108 - FCN = 297127.5992166 Edm = 0.074219 NCalls = 800 -VariableMetric: Iteration # 109 - FCN = 297127.4030672 Edm = 0.140482 NCalls = 803 -VariableMetric: Iteration # 110 - FCN = 297127.0914775 Edm = 0.0748286 NCalls = 806 -VariableMetric: Iteration # 111 - FCN = 297126.9252021 Edm = 0.102536 NCalls = 809 -VariableMetric: Iteration # 112 - FCN = 297126.6313818 Edm = 0.0896242 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297126.5297803 Edm = 0.0722095 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297126.4689336 Edm = 0.0344841 NCalls = 816 -VariableMetric: Iteration # 115 - FCN = 297126.3323336 Edm = 0.0422934 NCalls = 819 -VariableMetric: Iteration # 116 - FCN = 297126.1907089 Edm = 0.0697263 NCalls = 821 -VariableMetric: Iteration # 117 - FCN = 297126.0973262 Edm = 0.0900341 NCalls = 824 -VariableMetric: Iteration # 118 - FCN = 297126.0043475 Edm = 0.0294618 NCalls = 827 -VariableMetric: Iteration # 119 - FCN = 297125.9643068 Edm = 0.0404727 NCalls = 830 -VariableMetric: Iteration # 120 - FCN = 297125.9044259 Edm = 0.0247355 NCalls = 832 -VariableMetric: Iteration # 121 - FCN = 297125.8761506 Edm = 0.0173737 NCalls = 833 -VariableMetric: Iteration # 122 - FCN = 297125.8642755 Edm = 0.00486053 NCalls = 835 -VariableMetric: Iteration # 123 - FCN = 297125.852279 Edm = 0.0031987 NCalls = 838 -VariableMetric: Iteration # 124 - FCN = 297125.8462595 Edm = 0.00241588 NCalls = 840 -VariableMetric: Iteration # 125 - FCN = 297125.830814 Edm = 0.00687693 NCalls = 843 -VariableMetric: Iteration # 126 - FCN = 297125.8142544 Edm = 0.00410196 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297125.808879 Edm = 0.00452782 NCalls = 848 -VariableMetric: Iteration # 128 - FCN = 297125.8000349 Edm = 0.00215223 NCalls = 851 -VariableMetric: Iteration # 129 - FCN = 297125.7960173 Edm = 0.000959641 NCalls = 853 -VariableMetric: Iteration # 130 - FCN = 297125.7937949 Edm = 0.0012142 NCalls = 855 -VariableMetric: Iteration # 131 - FCN = 297125.7907873 Edm = 0.00102107 NCalls = 858 -VariableMetric: Iteration # 132 - FCN = 297125.7875076 Edm = 0.000995685 NCalls = 860 -VariableMetric: Iteration # 133 - FCN = 297125.7844971 Edm = 0.000775829 NCalls = 862 -VariableMetric: Iteration # 134 - FCN = 297125.7824415 Edm = 0.000836359 NCalls = 864 -VariableMetric: Iteration # 135 - FCN = 297125.7808808 Edm = 0.000490026 NCalls = 866 -VariableMetric: Iteration # 136 - FCN = 297125.7803675 Edm = 0.000201418 NCalls = 867 -VariableMetric: Iteration # 137 - FCN = 297125.7797035 Edm = 0.000388958 NCalls = 869 -VariableMetric: Iteration # 138 - FCN = 297125.7773275 Edm = 0.000702997 NCalls = 872 -VariableMetric: Iteration # 139 - FCN = 297125.7749573 Edm = 0.00104603 NCalls = 874 -VariableMetric: Iteration # 140 - FCN = 297125.7709455 Edm = 0.00125821 NCalls = 876 -VariableMetric: Iteration # 141 - FCN = 297125.7673317 Edm = 0.000914104 NCalls = 878 -VariableMetric: Iteration # 142 - FCN = 297125.7646193 Edm = 0.000318798 NCalls = 880 -VariableMetric: Iteration # 143 - FCN = 297125.7635894 Edm = 0.000352219 NCalls = 882 -VariableMetric: Iteration # 144 - FCN = 297125.7624373 Edm = 0.00026344 NCalls = 884 -VariableMetric: Iteration # 145 - FCN = 297125.7617865 Edm = 6.71421e-05 NCalls = 886 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309397.123047 Edm = 47.5218 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309397.123047 Edm = 47.5218 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298357.7987213 Edm = 7.76506 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298139.5254222 Edm = 2.56404 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298025.0311451 Edm = 42.3439 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297882.1177529 Edm = 4.17807 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297879.7615802 Edm = 0.294738 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297879.120412 Edm = 0.354034 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297795.6105558 Edm = 4.41627 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297789.4533853 Edm = 0.108594 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297789.3005308 Edm = 0.0456236 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297766.8486635 Edm = 19.4299 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297679.2401473 Edm = 35.3871 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297658.4818255 Edm = 10.3829 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297623.4350371 Edm = 6.0435 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297616.4150691 Edm = 2.48569 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297615.1822609 Edm = 0.0838348 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297614.9792319 Edm = 0.0846766 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297614.3211909 Edm = 0.375441 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297610.2345395 Edm = 3.5019 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297594.7412863 Edm = 34.386 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297591.6521422 Edm = 6.53274 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297553.6805891 Edm = 29.9307 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297495.2000798 Edm = 13.9259 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297478.1419784 Edm = 0.942362 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297477.1483223 Edm = 0.0467434 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297477.1103312 Edm = 0.00711277 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297477.0962177 Edm = 0.0125884 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297475.297254 Edm = 1.2549 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297471.5555095 Edm = 0.0834902 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297471.4523328 Edm = 0.00910924 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297471.4280262 Edm = 0.00549226 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297471.3856352 Edm = 0.0277361 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297470.005558 Edm = 1.03724 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297457.3724481 Edm = 4.45831 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297448.2822032 Edm = 0.358701 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297447.955783 Edm = 0.0235305 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297447.9377498 Edm = 0.00396528 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297447.9328832 Edm = 0.00155571 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297447.9062685 Edm = 0.023716 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297441.4185868 Edm = 4.47236 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297429.8409899 Edm = 0.586435 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297429.3758451 Edm = 0.0129913 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297429.3579841 Edm = 0.00187357 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297429.355644 Edm = 0.000346698 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297429.3540852 Edm = 0.00114478 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297429.3008195 Edm = 0.040876 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297427.0632861 Edm = 0.684483 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297426.1530119 Edm = 0.0363141 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297426.1243351 Edm = 0.0018732 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297426.122462 Edm = 0.000145733 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297426.1220394 Edm = 0.000281568 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297426.1073912 Edm = 0.0136331 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297425.3746189 Edm = 0.382754 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297424.5834626 Edm = 0.00824395 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297424.5752104 Edm = 0.000198692 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297424.5750362 Edm = 1.5001e-05 NCalls = 176 -VariableMetric: After Hessian - FCN = 297424.5750362 Edm = 100.509 NCalls = 653 -VariableMetric: Iteration # 56 - FCN = 297424.5750362 Edm = 100.509 NCalls = 653 -VariableMetric: Iteration # 57 - FCN = 297420.5739405 Edm = 14.9961 NCalls = 659 -VariableMetric: Iteration # 58 - FCN = 297419.0311851 Edm = 1.95292 NCalls = 662 -VariableMetric: Iteration # 59 - FCN = 297418.5267391 Edm = 0.929311 NCalls = 664 -VariableMetric: Iteration # 60 - FCN = 297418.4011149 Edm = 0.355714 NCalls = 666 -VariableMetric: Iteration # 61 - FCN = 297415.3669141 Edm = 11.0284 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297415.2744672 Edm = 0.221233 NCalls = 672 -VariableMetric: Iteration # 63 - FCN = 297415.0562212 Edm = 0.407858 NCalls = 675 -VariableMetric: Iteration # 64 - FCN = 297413.9138604 Edm = 2.09863 NCalls = 678 -VariableMetric: Iteration # 65 - FCN = 297412.1908118 Edm = 3.81105 NCalls = 682 -VariableMetric: Iteration # 66 - FCN = 297411.9998126 Edm = 0.418682 NCalls = 685 -VariableMetric: Iteration # 67 - FCN = 297409.6495728 Edm = 2.04243 NCalls = 689 -VariableMetric: Iteration # 68 - FCN = 297407.9649586 Edm = 1.55655 NCalls = 691 -VariableMetric: Iteration # 69 - FCN = 297405.8372972 Edm = 0.420998 NCalls = 694 -VariableMetric: Iteration # 70 - FCN = 297405.4279867 Edm = 0.391457 NCalls = 695 -VariableMetric: Iteration # 71 - FCN = 297405.1248484 Edm = 0.119995 NCalls = 697 -VariableMetric: Iteration # 72 - FCN = 297404.9016457 Edm = 0.0777154 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297404.6476014 Edm = 0.110682 NCalls = 701 -VariableMetric: Iteration # 74 - FCN = 297404.4561486 Edm = 0.0506841 NCalls = 703 -VariableMetric: Iteration # 75 - FCN = 297404.343673 Edm = 0.0675976 NCalls = 705 -VariableMetric: Iteration # 76 - FCN = 297404.1721141 Edm = 0.0501641 NCalls = 708 -VariableMetric: Iteration # 77 - FCN = 297404.058284 Edm = 0.0572458 NCalls = 710 -VariableMetric: Iteration # 78 - FCN = 297403.9681867 Edm = 0.0586236 NCalls = 713 -VariableMetric: Iteration # 79 - FCN = 297403.8929265 Edm = 0.024399 NCalls = 715 -VariableMetric: Iteration # 80 - FCN = 297403.8468809 Edm = 0.0247765 NCalls = 717 -VariableMetric: Iteration # 81 - FCN = 297403.7907468 Edm = 0.0398576 NCalls = 719 -VariableMetric: Iteration # 82 - FCN = 297403.7157208 Edm = 0.0466546 NCalls = 722 -VariableMetric: Iteration # 83 - FCN = 297403.5574834 Edm = 0.141433 NCalls = 726 -VariableMetric: Iteration # 84 - FCN = 297403.4359861 Edm = 0.117923 NCalls = 729 -VariableMetric: Iteration # 85 - FCN = 297403.2156223 Edm = 0.0485588 NCalls = 733 -VariableMetric: Iteration # 86 - FCN = 297403.1009846 Edm = 0.0713541 NCalls = 735 -VariableMetric: Iteration # 87 - FCN = 297402.9381259 Edm = 0.143752 NCalls = 738 -VariableMetric: Iteration # 88 - FCN = 297402.8370993 Edm = 0.135745 NCalls = 741 -VariableMetric: Iteration # 89 - FCN = 297402.6162198 Edm = 0.0511853 NCalls = 744 -VariableMetric: Iteration # 90 - FCN = 297402.5296937 Edm = 0.0168093 NCalls = 746 -VariableMetric: Iteration # 91 - FCN = 297402.5078864 Edm = 0.0106164 NCalls = 748 -VariableMetric: Iteration # 92 - FCN = 297402.4784566 Edm = 0.0216718 NCalls = 751 -VariableMetric: Iteration # 93 - FCN = 297402.4688887 Edm = 0.0215106 NCalls = 753 -VariableMetric: Iteration # 94 - FCN = 297402.4413313 Edm = 0.0100606 NCalls = 755 -VariableMetric: Iteration # 95 - FCN = 297402.4123928 Edm = 0.00992793 NCalls = 758 -VariableMetric: Iteration # 96 - FCN = 297402.3954189 Edm = 0.00437557 NCalls = 760 -VariableMetric: Iteration # 97 - FCN = 297402.3894424 Edm = 0.00201921 NCalls = 762 -VariableMetric: Iteration # 98 - FCN = 297402.3858027 Edm = 0.00126332 NCalls = 764 -VariableMetric: Iteration # 99 - FCN = 297402.3828026 Edm = 0.000582609 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297402.3813136 Edm = 0.000753263 NCalls = 768 -VariableMetric: Iteration # 101 - FCN = 297402.379214 Edm = 0.0015182 NCalls = 770 -VariableMetric: Iteration # 102 - FCN = 297402.3759662 Edm = 0.00144069 NCalls = 773 -VariableMetric: Iteration # 103 - FCN = 297402.3699943 Edm = 0.00152914 NCalls = 776 -VariableMetric: Iteration # 104 - FCN = 297402.3660166 Edm = 0.00241225 NCalls = 779 -VariableMetric: Iteration # 105 - FCN = 297402.3627984 Edm = 0.0026855 NCalls = 781 -VariableMetric: Iteration # 106 - FCN = 297402.3520052 Edm = 0.00482417 NCalls = 786 -VariableMetric: Iteration # 107 - FCN = 297402.3417351 Edm = 0.00225593 NCalls = 788 -VariableMetric: Iteration # 108 - FCN = 297402.3379779 Edm = 0.00482115 NCalls = 791 -VariableMetric: Iteration # 109 - FCN = 297402.334985 Edm = 0.00155353 NCalls = 793 -VariableMetric: Iteration # 110 - FCN = 297402.332623 Edm = 0.000458204 NCalls = 796 -VariableMetric: Iteration # 111 - FCN = 297402.3318937 Edm = 0.000275381 NCalls = 798 -VariableMetric: Iteration # 112 - FCN = 297402.3312459 Edm = 0.000268785 NCalls = 801 -VariableMetric: Iteration # 113 - FCN = 297402.3308 Edm = 0.000215164 NCalls = 803 -VariableMetric: Iteration # 114 - FCN = 297402.3304273 Edm = 0.000205263 NCalls = 805 -VariableMetric: Iteration # 115 - FCN = 297402.3297642 Edm = 0.000189577 NCalls = 807 -VariableMetric: Iteration # 116 - FCN = 297402.329208 Edm = 0.0002643 NCalls = 809 -VariableMetric: Iteration # 117 - FCN = 297402.3274397 Edm = 0.000312444 NCalls = 812 -VariableMetric: Iteration # 118 - FCN = 297402.3269692 Edm = 0.000168215 NCalls = 814 -VariableMetric: Iteration # 119 - FCN = 297402.3261573 Edm = 0.000497316 NCalls = 817 -VariableMetric: Iteration # 120 - FCN = 297402.324869 Edm = 0.000128741 NCalls = 819 -VariableMetric: Iteration # 121 - FCN = 297402.3247103 Edm = 1.90772e-05 NCalls = 821 -VariableMetric: After Hessian - FCN = 297402.3247103 Edm = 0.000502176 NCalls = 1306 -VariableMetric: Iteration # 122 - FCN = 297402.3247103 Edm = 0.000502176 NCalls = 1306 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313329.7412126 Edm = 29.2909 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313329.7412126 Edm = 29.2909 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306228.1728056 Edm = 37.6027 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 306198.9260697 Edm = 147.004 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 301390.2520743 Edm = 76.3025 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 300797.4684516 Edm = 8.78499 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300786.1110045 Edm = 13.7924 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 300086.5482614 Edm = 78.9052 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298578.4596511 Edm = 770.431 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297654.5599745 Edm = 10.0299 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297636.5111277 Edm = 2.29045 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297629.6543189 Edm = 0.874039 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297621.8358419 Edm = 3.47868 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297576.5884333 Edm = 36.1701 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297527.5472323 Edm = 2.86009 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297523.9074859 Edm = 0.336926 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297523.6202177 Edm = 0.144906 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297523.238267 Edm = 0.0495785 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297522.4468578 Edm = 0.497093 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297520.824488 Edm = 0.246398 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297520.5310804 Edm = 0.210248 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297518.9351908 Edm = 1.44245 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297489.4801287 Edm = 31.8837 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297443.782217 Edm = 33.8479 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297384.8936939 Edm = 49.6244 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297347.8147038 Edm = 14.7936 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297336.0260688 Edm = 2.02888 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297335.7944936 Edm = 0.855483 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297334.6818514 Edm = 0.171186 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297333.6008915 Edm = 0.298785 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297331.804934 Edm = 1.06643 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297330.6994618 Edm = 0.372298 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297330.2460561 Edm = 0.285678 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297329.6099719 Edm = 0.530864 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297326.4113633 Edm = 3.33139 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297319.741204 Edm = 10.6878 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297301.1804189 Edm = 10.3364 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297248.4794423 Edm = 10.9522 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297234.0062508 Edm = 5.97676 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297223.3431941 Edm = 2.78062 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297220.0429894 Edm = 0.986785 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297218.5848606 Edm = 0.856614 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297217.4253413 Edm = 1.15591 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297214.9291621 Edm = 1.7394 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297213.9148218 Edm = 1.06085 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297211.9888175 Edm = 0.423088 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297211.2401339 Edm = 1.09444 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297208.4852004 Edm = 2.67098 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297206.0815662 Edm = 6.02174 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297203.6759578 Edm = 1.71822 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297199.5117851 Edm = 1.32079 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297194.8962818 Edm = 20.9313 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297181.0052279 Edm = 21.7076 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297180.4355697 Edm = 7.66098 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297178.82869 Edm = 2.46428 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297176.5543439 Edm = 0.598908 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297174.7393893 Edm = 0.623353 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297174.6661443 Edm = 0.168369 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297174.5431231 Edm = 0.0542766 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297170.8842191 Edm = 2.01648 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297168.0665099 Edm = 1.34955 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297166.6522874 Edm = 0.448931 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297164.9464962 Edm = 0.691309 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297163.8561187 Edm = 0.0928744 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297163.7657281 Edm = 0.0188169 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297163.7216332 Edm = 0.0133668 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297163.6697745 Edm = 0.012219 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297163.6252807 Edm = 0.0324719 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297163.5002415 Edm = 0.119818 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297162.5975604 Edm = 0.625534 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297162.5923059 Edm = 0.0114179 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297162.4630996 Edm = 0.0914983 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297160.1963306 Edm = 0.332863 NCalls = 243 -VariableMetric: Iteration # 72 - FCN = 297159.5096937 Edm = 0.16729 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297159.3775218 Edm = 0.325388 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297158.7385503 Edm = 0.219155 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297157.4999519 Edm = 0.595114 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297156.5309433 Edm = 0.810141 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297149.9298484 Edm = 1.28421 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297149.8178698 Edm = 0.819103 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297148.4505787 Edm = 0.423911 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297147.9474071 Edm = 0.423945 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297146.8651969 Edm = 0.582248 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297144.4396687 Edm = 5.82697 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297141.4150368 Edm = 7.08838 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297139.6540449 Edm = 6.15113 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297136.2380381 Edm = 8.90389 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297132.698434 Edm = 2.12332 NCalls = 298 -VariableMetric: Iteration # 87 - FCN = 297130.3320475 Edm = 1.23042 NCalls = 301 -VariableMetric: Iteration # 88 - FCN = 297128.6257058 Edm = 0.713239 NCalls = 304 -VariableMetric: Iteration # 89 - FCN = 297127.4626494 Edm = 0.286634 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297127.1606447 Edm = 0.129982 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297127.0713894 Edm = 0.0166877 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297127.0124256 Edm = 0.0339457 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297126.4431595 Edm = 0.590604 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297124.3907165 Edm = 0.526507 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297124.1749054 Edm = 0.166127 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297123.9731418 Edm = 0.0208228 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297123.9236044 Edm = 0.0240638 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297123.7609706 Edm = 0.144515 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 297123.0202548 Edm = 0.547879 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297122.7518133 Edm = 0.578872 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297122.0312248 Edm = 0.256517 NCalls = 346 -VariableMetric: Iteration # 102 - FCN = 297121.5009048 Edm = 1.18182 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297119.3413828 Edm = 1.12711 NCalls = 354 -VariableMetric: Iteration # 104 - FCN = 297118.6741695 Edm = 0.591299 NCalls = 356 -VariableMetric: Iteration # 105 - FCN = 297118.0093038 Edm = 0.136388 NCalls = 358 -VariableMetric: Iteration # 106 - FCN = 297117.6180224 Edm = 0.133673 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297117.4695327 Edm = 0.0708997 NCalls = 364 -VariableMetric: Iteration # 108 - FCN = 297117.2802732 Edm = 0.0544954 NCalls = 366 -VariableMetric: Iteration # 109 - FCN = 297117.1575844 Edm = 0.200123 NCalls = 370 -VariableMetric: Iteration # 110 - FCN = 297116.2300022 Edm = 0.820213 NCalls = 373 -VariableMetric: Iteration # 111 - FCN = 297115.8158129 Edm = 0.472384 NCalls = 375 -VariableMetric: Iteration # 112 - FCN = 297115.4347846 Edm = 0.0881745 NCalls = 378 -VariableMetric: Iteration # 113 - FCN = 297114.9072943 Edm = 0.180658 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297114.6361624 Edm = 0.0595623 NCalls = 384 -VariableMetric: Iteration # 115 - FCN = 297114.5838356 Edm = 0.0172795 NCalls = 386 -VariableMetric: Iteration # 116 - FCN = 297114.5432968 Edm = 0.016184 NCalls = 389 -VariableMetric: Iteration # 117 - FCN = 297114.5005161 Edm = 0.00641077 NCalls = 392 -VariableMetric: Iteration # 118 - FCN = 297114.4895034 Edm = 0.0018742 NCalls = 394 -VariableMetric: Iteration # 119 - FCN = 297114.4713784 Edm = 0.0142839 NCalls = 397 -VariableMetric: Iteration # 120 - FCN = 297114.4189733 Edm = 0.0462991 NCalls = 400 -VariableMetric: Iteration # 121 - FCN = 297113.9504301 Edm = 0.698663 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297112.3044374 Edm = 1.00495 NCalls = 415 -VariableMetric: Iteration # 123 - FCN = 297112.2919863 Edm = 0.0556639 NCalls = 417 -VariableMetric: Iteration # 124 - FCN = 297111.9747783 Edm = 0.288334 NCalls = 421 -VariableMetric: Iteration # 125 - FCN = 297111.0984186 Edm = 0.545616 NCalls = 425 -VariableMetric: Iteration # 126 - FCN = 297110.6389104 Edm = 0.304122 NCalls = 426 -VariableMetric: Iteration # 127 - FCN = 297110.4782707 Edm = 0.038294 NCalls = 427 -VariableMetric: Iteration # 128 - FCN = 297110.3963938 Edm = 0.0685792 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297110.3305612 Edm = 0.0359172 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297110.1362394 Edm = 0.105868 NCalls = 435 -VariableMetric: Iteration # 131 - FCN = 297108.6640662 Edm = 1.72342 NCalls = 438 -VariableMetric: Iteration # 132 - FCN = 297106.4598667 Edm = 1.74147 NCalls = 443 -VariableMetric: Iteration # 133 - FCN = 297097.2199702 Edm = 2.8397 NCalls = 445 -VariableMetric: Iteration # 134 - FCN = 297095.8674598 Edm = 0.436505 NCalls = 447 -VariableMetric: Iteration # 135 - FCN = 297095.4728051 Edm = 0.0729821 NCalls = 449 -VariableMetric: Iteration # 136 - FCN = 297095.3900602 Edm = 0.0514148 NCalls = 451 -VariableMetric: Iteration # 137 - FCN = 297095.2905792 Edm = 0.0535492 NCalls = 454 -VariableMetric: Iteration # 138 - FCN = 297095.2169225 Edm = 0.0104089 NCalls = 456 -VariableMetric: Iteration # 139 - FCN = 297095.2064411 Edm = 0.00537217 NCalls = 458 -VariableMetric: Iteration # 140 - FCN = 297095.2027602 Edm = 0.00170992 NCalls = 459 -VariableMetric: Iteration # 141 - FCN = 297095.1995381 Edm = 0.00124136 NCalls = 461 -VariableMetric: Iteration # 142 - FCN = 297095.1822803 Edm = 0.011445 NCalls = 464 -VariableMetric: Iteration # 143 - FCN = 297094.8355859 Edm = 0.429564 NCalls = 469 -VariableMetric: Iteration # 144 - FCN = 297093.8751399 Edm = 3.51244 NCalls = 477 -VariableMetric: Iteration # 145 - FCN = 297093.7441654 Edm = 0.134955 NCalls = 479 -VariableMetric: Iteration # 146 - FCN = 297093.5889519 Edm = 0.061787 NCalls = 481 -VariableMetric: Iteration # 147 - FCN = 297093.4635924 Edm = 0.0222463 NCalls = 484 -VariableMetric: Iteration # 148 - FCN = 297093.3433824 Edm = 0.0825143 NCalls = 487 -VariableMetric: Iteration # 149 - FCN = 297093.0246167 Edm = 0.243714 NCalls = 490 -VariableMetric: Iteration # 150 - FCN = 297092.6777191 Edm = 0.514482 NCalls = 494 -VariableMetric: Iteration # 151 - FCN = 297091.4241857 Edm = 1.11199 NCalls = 498 -VariableMetric: Iteration # 152 - FCN = 297089.4837393 Edm = 1.23593 NCalls = 501 -VariableMetric: Iteration # 153 - FCN = 297088.4605726 Edm = 0.167885 NCalls = 503 -VariableMetric: Iteration # 154 - FCN = 297088.2372139 Edm = 0.068625 NCalls = 506 -VariableMetric: Iteration # 155 - FCN = 297088.1639375 Edm = 0.0129313 NCalls = 508 -VariableMetric: Iteration # 156 - FCN = 297088.1345331 Edm = 0.013197 NCalls = 510 -VariableMetric: Iteration # 157 - FCN = 297088.0906281 Edm = 0.0312959 NCalls = 514 -VariableMetric: Iteration # 158 - FCN = 297087.9886363 Edm = 0.0512687 NCalls = 522 -VariableMetric: Iteration # 159 - FCN = 297087.9572083 Edm = 0.0604341 NCalls = 525 -VariableMetric: Iteration # 160 - FCN = 297087.926602 Edm = 0.00453752 NCalls = 527 -VariableMetric: Iteration # 161 - FCN = 297087.9145717 Edm = 0.00412442 NCalls = 529 -VariableMetric: Iteration # 162 - FCN = 297087.890762 Edm = 0.00659504 NCalls = 532 -VariableMetric: Iteration # 163 - FCN = 297087.8857362 Edm = 0.00327033 NCalls = 534 -VariableMetric: Iteration # 164 - FCN = 297087.8820846 Edm = 0.000794114 NCalls = 537 -VariableMetric: Iteration # 165 - FCN = 297087.87966 Edm = 0.000437297 NCalls = 540 -VariableMetric: Iteration # 166 - FCN = 297087.8771055 Edm = 0.00207333 NCalls = 543 -VariableMetric: Iteration # 167 - FCN = 297087.8726977 Edm = 0.00666631 NCalls = 547 -VariableMetric: Iteration # 168 - FCN = 297087.8666197 Edm = 0.0150663 NCalls = 550 -VariableMetric: Iteration # 169 - FCN = 297087.8641806 Edm = 0.00258094 NCalls = 554 -VariableMetric: Iteration # 170 - FCN = 297087.6546256 Edm = 0.158254 NCalls = 563 -VariableMetric: Iteration # 171 - FCN = 297087.1806436 Edm = 0.350193 NCalls = 571 -VariableMetric: Iteration # 172 - FCN = 297086.8628496 Edm = 2.54971 NCalls = 574 -VariableMetric: Iteration # 173 - FCN = 297085.3198429 Edm = 0.488282 NCalls = 577 -VariableMetric: Iteration # 174 - FCN = 297084.9707021 Edm = 0.109135 NCalls = 579 -VariableMetric: Iteration # 175 - FCN = 297084.8685916 Edm = 0.00744323 NCalls = 581 -VariableMetric: Iteration # 176 - FCN = 297084.8500076 Edm = 0.0110377 NCalls = 583 -VariableMetric: Iteration # 177 - FCN = 297084.7862686 Edm = 0.0524456 NCalls = 586 -VariableMetric: Iteration # 178 - FCN = 297084.7047492 Edm = 0.0340619 NCalls = 588 -VariableMetric: Iteration # 179 - FCN = 297084.6695204 Edm = 0.0353779 NCalls = 591 -VariableMetric: Iteration # 180 - FCN = 297084.6356109 Edm = 0.00671937 NCalls = 593 -VariableMetric: Iteration # 181 - FCN = 297084.6239469 Edm = 0.0029377 NCalls = 595 -VariableMetric: Iteration # 182 - FCN = 297084.6101818 Edm = 0.00583828 NCalls = 599 -VariableMetric: Iteration # 183 - FCN = 297084.6049008 Edm = 0.000967143 NCalls = 602 -VariableMetric: Iteration # 184 - FCN = 297084.6033416 Edm = 0.000308795 NCalls = 604 -VariableMetric: Iteration # 185 - FCN = 297084.602234 Edm = 0.000335976 NCalls = 606 -VariableMetric: Iteration # 186 - FCN = 297084.6001752 Edm = 0.00275236 NCalls = 609 -VariableMetric: Iteration # 187 - FCN = 297084.5875898 Edm = 0.0124543 NCalls = 613 -VariableMetric: Iteration # 188 - FCN = 297084.5069554 Edm = 0.178941 NCalls = 620 -VariableMetric: Iteration # 189 - FCN = 297084.5030727 Edm = 0.00687051 NCalls = 622 -VariableMetric: Iteration # 190 - FCN = 297084.4999263 Edm = 0.000404365 NCalls = 624 -VariableMetric: Iteration # 191 - FCN = 297084.4945551 Edm = 0.0051278 NCalls = 628 -VariableMetric: Iteration # 192 - FCN = 297084.4848173 Edm = 0.00818173 NCalls = 633 -VariableMetric: Iteration # 193 - FCN = 297084.3646078 Edm = 0.0445108 NCalls = 637 -VariableMetric: Iteration # 194 - FCN = 297084.2167596 Edm = 0.134721 NCalls = 642 -VariableMetric: Iteration # 195 - FCN = 297084.1895284 Edm = 0.0541308 NCalls = 644 -VariableMetric: Iteration # 196 - FCN = 297084.1232255 Edm = 0.0152157 NCalls = 646 -VariableMetric: Iteration # 197 - FCN = 297084.0349148 Edm = 0.0558504 NCalls = 649 -VariableMetric: Iteration # 198 - FCN = 297083.7842271 Edm = 0.165039 NCalls = 651 -VariableMetric: Iteration # 199 - FCN = 297082.9129551 Edm = 0.286749 NCalls = 660 -VariableMetric: Iteration # 200 - FCN = 297082.717099 Edm = 0.494667 NCalls = 662 -VariableMetric: Iteration # 201 - FCN = 297082.5949256 Edm = 0.0514506 NCalls = 664 -VariableMetric: Iteration # 202 - FCN = 297082.5323654 Edm = 0.0272575 NCalls = 666 -VariableMetric: Iteration # 203 - FCN = 297082.4588506 Edm = 0.0271386 NCalls = 668 -VariableMetric: Iteration # 204 - FCN = 297082.4008314 Edm = 0.016423 NCalls = 672 -VariableMetric: Iteration # 205 - FCN = 297082.3919729 Edm = 0.0053084 NCalls = 674 -VariableMetric: Iteration # 206 - FCN = 297082.3842532 Edm = 0.00148102 NCalls = 676 -VariableMetric: Iteration # 207 - FCN = 297082.3818632 Edm = 0.00061495 NCalls = 678 -VariableMetric: Iteration # 208 - FCN = 297082.3812556 Edm = 0.000108006 NCalls = 679 -VariableMetric: Iteration # 209 - FCN = 297082.3811109 Edm = 5.31185e-05 NCalls = 681 -VariableMetric: After Hessian - FCN = 297082.3811109 Edm = 28454.5 NCalls = 1156 -VariableMetric: Iteration # 210 - FCN = 297082.3811109 Edm = 28454.5 NCalls = 1156 -VariableMetric: Iteration # 211 - FCN = 297075.2676921 Edm = 14160.4 NCalls = 1165 -VariableMetric: Iteration # 212 - FCN = 297074.7899785 Edm = 4.296 NCalls = 1169 -VariableMetric: Iteration # 213 - FCN = 297073.9896652 Edm = 0.16709 NCalls = 1171 -VariableMetric: Iteration # 214 - FCN = 297073.1786125 Edm = 0.461958 NCalls = 1174 -VariableMetric: Iteration # 215 - FCN = 297068.9100324 Edm = 5.11217 NCalls = 1181 -VariableMetric: Iteration # 216 - FCN = 297067.6239231 Edm = 4.01277 NCalls = 1184 -VariableMetric: Iteration # 217 - FCN = 297063.0673602 Edm = 4.85228 NCalls = 1188 -VariableMetric: Iteration # 218 - FCN = 297060.271567 Edm = 7.44704 NCalls = 1191 -VariableMetric: Iteration # 219 - FCN = 297055.5658006 Edm = 3.14911 NCalls = 1194 -VariableMetric: Iteration # 220 - FCN = 297050.8857665 Edm = 1.55175 NCalls = 1196 -VariableMetric: Iteration # 221 - FCN = 297049.2411202 Edm = 0.365873 NCalls = 1198 -VariableMetric: Iteration # 222 - FCN = 297048.6991286 Edm = 0.33482 NCalls = 1200 -VariableMetric: Iteration # 223 - FCN = 297048.3463753 Edm = 0.106159 NCalls = 1202 -VariableMetric: Iteration # 224 - FCN = 297048.1756101 Edm = 0.0694139 NCalls = 1204 -VariableMetric: Iteration # 225 - FCN = 297048.0133333 Edm = 0.0552701 NCalls = 1206 -VariableMetric: Iteration # 226 - FCN = 297047.9037122 Edm = 0.0331442 NCalls = 1208 -VariableMetric: Iteration # 227 - FCN = 297047.7832217 Edm = 0.0518937 NCalls = 1210 -VariableMetric: Iteration # 228 - FCN = 297047.6023955 Edm = 0.0700557 NCalls = 1212 -VariableMetric: Iteration # 229 - FCN = 297047.4097885 Edm = 0.106354 NCalls = 1215 -VariableMetric: Iteration # 230 - FCN = 297047.3142215 Edm = 0.0241956 NCalls = 1217 -VariableMetric: Iteration # 231 - FCN = 297047.2840627 Edm = 0.0120047 NCalls = 1220 -VariableMetric: Iteration # 232 - FCN = 297047.2575323 Edm = 0.00971708 NCalls = 1222 -VariableMetric: Iteration # 233 - FCN = 297047.236904 Edm = 0.00836852 NCalls = 1225 -VariableMetric: Iteration # 234 - FCN = 297047.2204131 Edm = 0.00772604 NCalls = 1227 -VariableMetric: Iteration # 235 - FCN = 297047.2064585 Edm = 0.00492076 NCalls = 1230 -VariableMetric: Iteration # 236 - FCN = 297047.1909813 Edm = 0.00448422 NCalls = 1232 -VariableMetric: Iteration # 237 - FCN = 297047.1825522 Edm = 0.00303897 NCalls = 1234 -VariableMetric: Iteration # 238 - FCN = 297047.1653356 Edm = 0.00733258 NCalls = 1237 -VariableMetric: Iteration # 239 - FCN = 297047.1431663 Edm = 0.00885066 NCalls = 1239 -VariableMetric: Iteration # 240 - FCN = 297047.1152771 Edm = 0.0106023 NCalls = 1241 -VariableMetric: Iteration # 241 - FCN = 297047.0908632 Edm = 0.00684126 NCalls = 1244 -VariableMetric: Iteration # 242 - FCN = 297047.0816308 Edm = 0.00162372 NCalls = 1246 -VariableMetric: Iteration # 243 - FCN = 297047.0764194 Edm = 0.00271854 NCalls = 1248 -VariableMetric: Iteration # 244 - FCN = 297047.0713377 Edm = 0.00250046 NCalls = 1250 -VariableMetric: Iteration # 245 - FCN = 297047.0654153 Edm = 0.0027057 NCalls = 1252 -VariableMetric: Iteration # 246 - FCN = 297047.0569095 Edm = 0.00412864 NCalls = 1254 -VariableMetric: Iteration # 247 - FCN = 297047.0463173 Edm = 0.00937226 NCalls = 1257 -VariableMetric: Iteration # 248 - FCN = 297047.0316672 Edm = 0.0177713 NCalls = 1259 -VariableMetric: Iteration # 249 - FCN = 297047.009496 Edm = 0.0102369 NCalls = 1262 -VariableMetric: Iteration # 250 - FCN = 297046.9939087 Edm = 0.00291418 NCalls = 1265 -VariableMetric: Iteration # 251 - FCN = 297046.990185 Edm = 0.00148781 NCalls = 1267 -VariableMetric: Iteration # 252 - FCN = 297046.9879096 Edm = 0.0008049 NCalls = 1269 -VariableMetric: Iteration # 253 - FCN = 297046.986315 Edm = 0.00033433 NCalls = 1271 -VariableMetric: Iteration # 254 - FCN = 297046.9858705 Edm = 5.38049e-05 NCalls = 1273 -VariableMetric: After Hessian - FCN = 297046.9858705 Edm = 0.00189492 NCalls = 1764 -VariableMetric: Iteration # 255 - FCN = 297046.9858705 Edm = 0.00189492 NCalls = 1764 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 298469.2097823 Edm = 0.817288 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 298469.2097823 Edm = 0.817288 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298354.2396766 Edm = 3.10242 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298275.4728935 Edm = 56.2675 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297999.2885858 Edm = 20.3433 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297962.84683 Edm = 4.3817 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 297957.0858538 Edm = 0.42103 NCalls = 18 -VariableMetric: Iteration # 6 - FCN = 297956.1163495 Edm = 0.458957 NCalls = 20 -VariableMetric: Iteration # 7 - FCN = 297905.2564945 Edm = 30.7084 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297797.9203287 Edm = 17.8866 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 297771.8940273 Edm = 1.86438 NCalls = 30 -VariableMetric: Iteration # 10 - FCN = 297769.2450347 Edm = 0.206833 NCalls = 32 -VariableMetric: Iteration # 11 - FCN = 297768.412945 Edm = 0.67601 NCalls = 34 -VariableMetric: Iteration # 12 - FCN = 297758.6044541 Edm = 10.0939 NCalls = 39 -VariableMetric: Iteration # 13 - FCN = 297751.6901331 Edm = 6.50065 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297525.7231013 Edm = 0.192581 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297525.5434281 Edm = 0.0220599 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 297525.4614822 Edm = 0.0745235 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 297524.6981577 Edm = 0.823284 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297520.5060656 Edm = 3.47808 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297460.254414 Edm = 21.3768 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297442.2867369 Edm = 6.49422 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297429.2846325 Edm = 3.2878 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297405.4991886 Edm = 15.7566 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297403.5725864 Edm = 6.41807 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297398.7799067 Edm = 7.18562 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297387.7710992 Edm = 3.83044 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297381.513334 Edm = 0.300155 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297381.3079843 Edm = 0.375509 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297381.0062499 Edm = 0.24075 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297379.941098 Edm = 0.602828 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297359.2788679 Edm = 17.6492 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297358.6221733 Edm = 0.739362 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297357.0125561 Edm = 1.44227 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297348.5978143 Edm = 5.04499 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297306.0670144 Edm = 21.6256 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297277.8025762 Edm = 17.8173 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297243.5509846 Edm = 19.5264 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297214.0384113 Edm = 2.52228 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297211.7350241 Edm = 0.291358 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297211.4983875 Edm = 0.0338547 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297211.4618492 Edm = 0.013431 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297211.2878652 Edm = 0.165822 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297210.7478942 Edm = 0.215003 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297209.9521666 Edm = 0.487955 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297206.9883772 Edm = 3.03501 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297199.1824601 Edm = 8.44123 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297175.9714689 Edm = 11.8157 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297146.0618701 Edm = 1.80336 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297144.9963904 Edm = 0.733661 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297144.6256478 Edm = 0.0889181 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297144.5238921 Edm = 0.017811 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297144.4478365 Edm = 0.010664 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297144.3309274 Edm = 0.0727467 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297140.8263675 Edm = 2.64973 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297128.8816986 Edm = 3.592 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297122.8239474 Edm = 3.13055 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297116.5169118 Edm = 1.34903 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297115.4003571 Edm = 1.76127 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297114.2236189 Edm = 0.41407 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297113.4294767 Edm = 0.216526 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297113.1074686 Edm = 0.0886992 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297113.0566303 Edm = 0.00340601 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297113.0515603 Edm = 0.00214446 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297112.998332 Edm = 0.0479979 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297112.51425 Edm = 0.377597 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297109.7595319 Edm = 0.427914 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297109.313454 Edm = 0.0642662 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297109.2410136 Edm = 0.0339518 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297109.2022016 Edm = 0.0300763 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297109.0289642 Edm = 0.212104 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297109.0175963 Edm = 0.0285546 NCalls = 216 -VariableMetric: Iteration # 71 - FCN = 297108.9698036 Edm = 0.0552439 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297108.4385479 Edm = 1.64974 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297106.8786416 Edm = 0.602819 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297106.71016 Edm = 0.592946 NCalls = 234 -VariableMetric: Iteration # 75 - FCN = 297105.8830104 Edm = 0.121339 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297105.7444046 Edm = 0.0351469 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297105.6874017 Edm = 0.00532461 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297105.6800294 Edm = 0.00124529 NCalls = 242 -VariableMetric: Iteration # 79 - FCN = 297105.675948 Edm = 0.0027684 NCalls = 244 -VariableMetric: Iteration # 80 - FCN = 297105.6133989 Edm = 0.0689287 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297104.9138585 Edm = 0.614218 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297098.2530225 Edm = 2.20326 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297094.6489302 Edm = 0.198316 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297094.4659666 Edm = 0.0692225 NCalls = 263 -VariableMetric: Iteration # 85 - FCN = 297094.4192112 Edm = 0.0179502 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297094.39957 Edm = 0.00728788 NCalls = 267 -VariableMetric: Iteration # 87 - FCN = 297094.3903574 Edm = 0.00345028 NCalls = 269 -VariableMetric: Iteration # 88 - FCN = 297094.3784707 Edm = 0.00259022 NCalls = 273 -VariableMetric: Iteration # 89 - FCN = 297094.3727021 Edm = 0.00249059 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297094.2984598 Edm = 0.136817 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297094.2958805 Edm = 0.0439689 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297094.1556107 Edm = 0.221376 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297094.1422486 Edm = 0.0212471 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297094.0537466 Edm = 0.0946271 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297093.859985 Edm = 0.150021 NCalls = 303 -VariableMetric: Iteration # 96 - FCN = 297093.5840518 Edm = 0.0712962 NCalls = 305 -VariableMetric: Iteration # 97 - FCN = 297093.4675834 Edm = 0.060573 NCalls = 307 -VariableMetric: Iteration # 98 - FCN = 297093.4206118 Edm = 0.00395773 NCalls = 309 -VariableMetric: Iteration # 99 - FCN = 297093.4137873 Edm = 0.00169462 NCalls = 311 -VariableMetric: Iteration # 100 - FCN = 297093.3991587 Edm = 0.0119197 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297092.0170268 Edm = 0.976141 NCalls = 320 -VariableMetric: Iteration # 102 - FCN = 297084.8760249 Edm = 2.24646 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297082.4131405 Edm = 2.7102 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297080.8890774 Edm = 0.350072 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297080.5083832 Edm = 0.0815263 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297080.4581522 Edm = 0.0170463 NCalls = 331 -VariableMetric: Iteration # 107 - FCN = 297080.4350262 Edm = 0.00852906 NCalls = 333 -VariableMetric: Iteration # 108 - FCN = 297080.4117198 Edm = 0.00823412 NCalls = 335 -VariableMetric: Iteration # 109 - FCN = 297080.4040074 Edm = 0.00109236 NCalls = 336 -VariableMetric: Iteration # 110 - FCN = 297080.4001046 Edm = 0.00288545 NCalls = 338 -VariableMetric: Iteration # 111 - FCN = 297080.2044726 Edm = 0.186599 NCalls = 343 -VariableMetric: Iteration # 112 - FCN = 297074.7561135 Edm = 0.912945 NCalls = 348 -VariableMetric: Iteration # 113 - FCN = 297073.9235366 Edm = 0.0485988 NCalls = 350 -VariableMetric: Iteration # 114 - FCN = 297073.8836665 Edm = 0.00102485 NCalls = 352 -VariableMetric: Iteration # 115 - FCN = 297073.8749219 Edm = 0.0322995 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297073.8490417 Edm = 0.0490471 NCalls = 361 -VariableMetric: Iteration # 117 - FCN = 297073.8477538 Edm = 0.00418711 NCalls = 364 -VariableMetric: Iteration # 118 - FCN = 297073.7973048 Edm = 0.0281875 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297073.6820425 Edm = 0.0934521 NCalls = 373 -VariableMetric: Iteration # 120 - FCN = 297073.6192486 Edm = 0.0408515 NCalls = 375 -VariableMetric: Iteration # 121 - FCN = 297073.5803329 Edm = 0.00447262 NCalls = 378 -VariableMetric: Iteration # 122 - FCN = 297073.576665 Edm = 0.000304219 NCalls = 380 -VariableMetric: Iteration # 123 - FCN = 297073.5761634 Edm = 0.000228677 NCalls = 382 -VariableMetric: Iteration # 124 - FCN = 297073.5717011 Edm = 0.00414456 NCalls = 386 -VariableMetric: Iteration # 125 - FCN = 297073.2787141 Edm = 0.295168 NCalls = 391 -VariableMetric: Iteration # 126 - FCN = 297072.5751174 Edm = 0.451607 NCalls = 397 -VariableMetric: Iteration # 127 - FCN = 297071.1842014 Edm = 0.0998465 NCalls = 401 -VariableMetric: Iteration # 128 - FCN = 297071.1170895 Edm = 0.0137379 NCalls = 403 -VariableMetric: Iteration # 129 - FCN = 297071.1014083 Edm = 0.00655307 NCalls = 405 -VariableMetric: Iteration # 130 - FCN = 297071.0902614 Edm = 0.00322811 NCalls = 408 -VariableMetric: Iteration # 131 - FCN = 297071.0850615 Edm = 0.000617816 NCalls = 410 -VariableMetric: Iteration # 132 - FCN = 297071.0839433 Edm = 0.000126314 NCalls = 412 -VariableMetric: Iteration # 133 - FCN = 297071.0836923 Edm = 3.65472e-05 NCalls = 414 -VariableMetric: After Hessian - FCN = 297071.0836923 Edm = 1.37039 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297071.0836923 Edm = 1.37039 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297070.8967687 Edm = 1.28226 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297069.7233952 Edm = 0.124899 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297069.5884359 Edm = 0.072646 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297069.5336528 Edm = 0.0726529 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297069.4476149 Edm = 0.0893161 NCalls = 910 -VariableMetric: Iteration # 140 - FCN = 297069.407767 Edm = 0.0372251 NCalls = 913 -VariableMetric: Iteration # 141 - FCN = 297069.3586461 Edm = 0.0536158 NCalls = 916 -VariableMetric: Iteration # 142 - FCN = 297069.3286509 Edm = 0.0586104 NCalls = 919 -VariableMetric: Iteration # 143 - FCN = 297069.2209947 Edm = 0.067795 NCalls = 925 -VariableMetric: Iteration # 144 - FCN = 297069.130389 Edm = 0.0389508 NCalls = 928 -VariableMetric: Iteration # 145 - FCN = 297069.097199 Edm = 0.0660811 NCalls = 931 -VariableMetric: Iteration # 146 - FCN = 297069.0523626 Edm = 0.0467503 NCalls = 933 -VariableMetric: Iteration # 147 - FCN = 297069.0301217 Edm = 0.033391 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297068.9917585 Edm = 0.0253614 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297068.9753027 Edm = 0.010144 NCalls = 941 -VariableMetric: Iteration # 150 - FCN = 297068.9581928 Edm = 0.00496427 NCalls = 943 -VariableMetric: Iteration # 151 - FCN = 297068.954546 Edm = 0.0028101 NCalls = 945 -VariableMetric: Iteration # 152 - FCN = 297068.9526285 Edm = 0.000589134 NCalls = 947 -VariableMetric: Iteration # 153 - FCN = 297068.9513126 Edm = 0.000548232 NCalls = 949 -VariableMetric: Iteration # 154 - FCN = 297068.9502058 Edm = 0.000721873 NCalls = 951 -VariableMetric: Iteration # 155 - FCN = 297068.9480027 Edm = 0.0014041 NCalls = 954 -VariableMetric: Iteration # 156 - FCN = 297068.9422079 Edm = 0.000996357 NCalls = 956 -VariableMetric: Iteration # 157 - FCN = 297068.9401844 Edm = 0.00044873 NCalls = 958 -VariableMetric: Iteration # 158 - FCN = 297068.9393657 Edm = 0.000984555 NCalls = 961 -VariableMetric: Iteration # 159 - FCN = 297068.9379462 Edm = 0.000724534 NCalls = 963 -VariableMetric: Iteration # 160 - FCN = 297068.9353739 Edm = 0.00132374 NCalls = 966 -VariableMetric: Iteration # 161 - FCN = 297068.9336091 Edm = 0.00108115 NCalls = 969 -VariableMetric: Iteration # 162 - FCN = 297068.9317913 Edm = 0.000599909 NCalls = 971 -VariableMetric: Iteration # 163 - FCN = 297068.9301278 Edm = 0.000564354 NCalls = 973 -VariableMetric: Iteration # 164 - FCN = 297068.9290708 Edm = 0.00027644 NCalls = 975 -VariableMetric: Iteration # 165 - FCN = 297068.9287374 Edm = 0.000264435 NCalls = 977 -VariableMetric: Iteration # 166 - FCN = 297068.9285033 Edm = 0.000105157 NCalls = 979 -VariableMetric: Iteration # 167 - FCN = 297068.9282785 Edm = 5.88463e-05 NCalls = 981 -VariableMetric: Iteration # 168 - FCN = 297068.9281892 Edm = 1.26562e-05 NCalls = 983 -VariableMetric: After Hessian - FCN = 297068.9281892 Edm = 1.7579e-05 NCalls = 1474 -VariableMetric: Iteration # 169 - FCN = 297068.9281892 Edm = 1.7579e-05 NCalls = 1474 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312505.8681594 Edm = 12.8922 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312505.8681594 Edm = 12.8922 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308981.7283261 Edm = 71.5103 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 308831.2075729 Edm = 98.6173 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 307521.6530127 Edm = 70.412 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 307449.5967087 Edm = 50.0508 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 298102.0339561 Edm = 19.8531 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298063.8979031 Edm = 1202.72 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297965.9173092 Edm = 23.4328 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297839.0892487 Edm = 3.36702 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297833.4250677 Edm = 0.551422 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297832.8920552 Edm = 0.238834 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297828.8964896 Edm = 2.37061 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297823.5905191 Edm = 0.471371 NCalls = 42 -VariableMetric: Iteration # 13 - FCN = 297822.0452018 Edm = 0.73107 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297814.8316399 Edm = 3.69423 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297801.4671779 Edm = 4.41122 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297784.4532548 Edm = 3.77306 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297772.9184162 Edm = 1.38977 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297771.7173674 Edm = 0.627686 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297771.305181 Edm = 0.0566613 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297771.1997624 Edm = 0.0550738 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297770.7769351 Edm = 0.281194 NCalls = 68 -VariableMetric: Iteration # 22 - FCN = 297764.8739856 Edm = 4.39672 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297698.0120291 Edm = 65.188 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297649.6169124 Edm = 52.0732 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297627.3195494 Edm = 2.17917 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297626.2893493 Edm = 0.752912 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297625.6930556 Edm = 0.458597 NCalls = 87 -VariableMetric: Iteration # 28 - FCN = 297624.3905223 Edm = 1.25704 NCalls = 89 -VariableMetric: Iteration # 29 - FCN = 297587.2332934 Edm = 40.6212 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297559.0863227 Edm = 33.7662 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297557.8368946 Edm = 1.05309 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297536.6841044 Edm = 19.798 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297534.8741266 Edm = 1.34178 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297501.1264773 Edm = 4.85361 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297495.1626386 Edm = 0.732285 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297493.5523822 Edm = 0.122017 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297493.3211074 Edm = 0.0548665 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297492.8818664 Edm = 0.319771 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297488.7895055 Edm = 3.14278 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297460.09975 Edm = 2.56261 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297456.9479178 Edm = 1.99904 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297454.2760476 Edm = 0.350504 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297453.6085722 Edm = 0.0442652 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297453.5072331 Edm = 0.0188408 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297453.2817555 Edm = 0.196896 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297450.1172341 Edm = 1.66096 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297438.8947438 Edm = 15.7636 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297419.6724606 Edm = 4.11383 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297409.9956772 Edm = 1.34413 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297407.7998607 Edm = 0.356962 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297407.3550678 Edm = 0.126892 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297406.9504031 Edm = 0.103139 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297406.6089826 Edm = 0.0373915 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297406.5201155 Edm = 0.0279766 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297406.4658704 Edm = 0.0220161 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297406.4088512 Edm = 0.0241894 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297406.2955731 Edm = 0.0889011 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297406.1791242 Edm = 0.073305 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297406.0487764 Edm = 0.263533 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297405.7562942 Edm = 0.233652 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297405.3469024 Edm = 0.849407 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297404.3747312 Edm = 0.457653 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297403.8583761 Edm = 1.18503 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297402.6861261 Edm = 0.325126 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297401.9952583 Edm = 1.2875 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297401.4011344 Edm = 0.235919 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297401.0739263 Edm = 0.0427762 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297400.9755531 Edm = 0.00721744 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297400.9676707 Edm = 0.00443483 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297400.9603854 Edm = 0.00368259 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297400.9386745 Edm = 0.0131256 NCalls = 227 -VariableMetric: Iteration # 72 - FCN = 297400.324309 Edm = 0.47556 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297400.279226 Edm = 0.0905039 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297399.849976 Edm = 0.344613 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297396.5852297 Edm = 1.14189 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297395.6653203 Edm = 1.19318 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297394.4669441 Edm = 0.738616 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297392.8035653 Edm = 5.7722 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297392.0308855 Edm = 0.846701 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297385.6311727 Edm = 5.53785 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297384.2840046 Edm = 4.7933 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297382.768676 Edm = 3.89665 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297377.2453325 Edm = 12.3977 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297376.4630179 Edm = 1.43775 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297371.5918635 Edm = 0.480153 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297371.082805 Edm = 0.33862 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297370.8656751 Edm = 0.0288192 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297370.803932 Edm = 0.0241722 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297370.6413218 Edm = 0.0556819 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297370.5415994 Edm = 0.0820973 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297370.4811204 Edm = 0.0264396 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297370.4412967 Edm = 0.0237747 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297370.3512916 Edm = 0.0607751 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297370.2335622 Edm = 0.108629 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297370.1383393 Edm = 0.0318795 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297370.0517486 Edm = 0.043625 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297369.7079595 Edm = 0.780643 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297368.9823538 Edm = 0.358504 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297368.9596898 Edm = 0.0690031 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297368.5880218 Edm = 0.365813 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297366.1763631 Edm = 1.47124 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297358.6907079 Edm = 17.6871 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297352.1826031 Edm = 9.28917 NCalls = 342 -VariableMetric: Iteration # 104 - FCN = 297348.700172 Edm = 4.65314 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297345.2249952 Edm = 0.763871 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297344.3777657 Edm = 1.44534 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297343.8185584 Edm = 0.467178 NCalls = 351 -VariableMetric: Iteration # 108 - FCN = 297342.7719199 Edm = 0.605749 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297341.0210088 Edm = 0.34352 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297340.7851265 Edm = 0.304873 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297340.413754 Edm = 0.257694 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297339.0343741 Edm = 0.513945 NCalls = 367 -VariableMetric: Iteration # 113 - FCN = 297338.7198973 Edm = 0.142632 NCalls = 370 -VariableMetric: Iteration # 114 - FCN = 297338.5830202 Edm = 0.0443936 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297338.4985347 Edm = 0.0468824 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297338.3675823 Edm = 0.0799883 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297338.3202126 Edm = 0.0146865 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297338.2962575 Edm = 0.00615298 NCalls = 383 -VariableMetric: Iteration # 119 - FCN = 297338.2642036 Edm = 0.0211939 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297338.2303146 Edm = 0.0298884 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297338.211785 Edm = 0.0289741 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297338.1549466 Edm = 0.0656821 NCalls = 395 -VariableMetric: Iteration # 123 - FCN = 297338.0166001 Edm = 0.231022 NCalls = 399 -VariableMetric: Iteration # 124 - FCN = 297337.9558408 Edm = 0.0924848 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297337.7900417 Edm = 0.183297 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297337.6314485 Edm = 0.074731 NCalls = 410 -VariableMetric: Iteration # 127 - FCN = 297337.5720901 Edm = 0.00504981 NCalls = 413 -VariableMetric: Iteration # 128 - FCN = 297337.5481264 Edm = 0.0156203 NCalls = 415 -VariableMetric: Iteration # 129 - FCN = 297337.5043563 Edm = 0.00938158 NCalls = 418 -VariableMetric: Iteration # 130 - FCN = 297337.4933344 Edm = 0.00396122 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297337.4814244 Edm = 0.00838783 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297337.4627826 Edm = 0.0113981 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297337.3929104 Edm = 0.100617 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297337.3804649 Edm = 0.0119607 NCalls = 430 -VariableMetric: Iteration # 135 - FCN = 297337.181219 Edm = 0.190126 NCalls = 434 -VariableMetric: Iteration # 136 - FCN = 297337.095122 Edm = 0.0772748 NCalls = 438 -VariableMetric: Iteration # 137 - FCN = 297336.1273632 Edm = 2.12268 NCalls = 444 -VariableMetric: Iteration # 138 - FCN = 297334.8263481 Edm = 2.48793 NCalls = 448 -VariableMetric: Iteration # 139 - FCN = 297328.5026452 Edm = 5.5534 NCalls = 458 -VariableMetric: Iteration # 140 - FCN = 297328.4656412 Edm = 0.421773 NCalls = 460 -VariableMetric: Iteration # 141 - FCN = 297324.9915717 Edm = 2.91089 NCalls = 465 -VariableMetric: Iteration # 142 - FCN = 297323.6200282 Edm = 1.82725 NCalls = 467 -VariableMetric: Iteration # 143 - FCN = 297320.9642674 Edm = 0.382355 NCalls = 470 -VariableMetric: Iteration # 144 - FCN = 297320.6236216 Edm = 0.0563118 NCalls = 472 -VariableMetric: Iteration # 145 - FCN = 297320.5259811 Edm = 0.0466928 NCalls = 474 -VariableMetric: Iteration # 146 - FCN = 297320.4170648 Edm = 0.105619 NCalls = 476 -VariableMetric: Iteration # 147 - FCN = 297320.1221783 Edm = 0.149033 NCalls = 479 -VariableMetric: Iteration # 148 - FCN = 297319.7894266 Edm = 0.129138 NCalls = 481 -VariableMetric: Iteration # 149 - FCN = 297319.5892051 Edm = 0.0456369 NCalls = 483 -VariableMetric: Iteration # 150 - FCN = 297319.5415558 Edm = 0.00707787 NCalls = 485 -VariableMetric: Iteration # 151 - FCN = 297319.5275038 Edm = 0.00771581 NCalls = 487 -VariableMetric: Iteration # 152 - FCN = 297319.4525117 Edm = 0.0420715 NCalls = 490 -VariableMetric: Iteration # 153 - FCN = 297319.2775845 Edm = 0.0552944 NCalls = 492 -VariableMetric: Iteration # 154 - FCN = 297319.2264291 Edm = 0.0131159 NCalls = 494 -VariableMetric: Iteration # 155 - FCN = 297319.215606 Edm = 0.00163514 NCalls = 496 -VariableMetric: Iteration # 156 - FCN = 297319.21337 Edm = 0.000235952 NCalls = 498 -VariableMetric: Iteration # 157 - FCN = 297319.2129083 Edm = 0.000121058 NCalls = 500 -VariableMetric: Iteration # 158 - FCN = 297319.2124175 Edm = 0.000337983 NCalls = 502 -VariableMetric: Iteration # 159 - FCN = 297319.2013445 Edm = 0.0116106 NCalls = 506 -VariableMetric: Iteration # 160 - FCN = 297319.0742663 Edm = 0.139104 NCalls = 512 -VariableMetric: Iteration # 161 - FCN = 297319.0727764 Edm = 0.00133742 NCalls = 514 -VariableMetric: Iteration # 162 - FCN = 297319.0654811 Edm = 0.013026 NCalls = 518 -VariableMetric: Iteration # 163 - FCN = 297319.041576 Edm = 0.0208213 NCalls = 524 -VariableMetric: Iteration # 164 - FCN = 297318.6345274 Edm = 0.360115 NCalls = 529 -VariableMetric: Iteration # 165 - FCN = 297318.0060339 Edm = 0.407723 NCalls = 533 -VariableMetric: Iteration # 166 - FCN = 297317.6271958 Edm = 0.015752 NCalls = 535 -VariableMetric: Iteration # 167 - FCN = 297317.6079056 Edm = 0.00175556 NCalls = 537 -VariableMetric: Iteration # 168 - FCN = 297317.6050864 Edm = 0.000283538 NCalls = 539 -VariableMetric: Iteration # 169 - FCN = 297317.6047781 Edm = 6.0273e-05 NCalls = 541 -VariableMetric: After Hessian - FCN = 297317.6047781 Edm = 393.393 NCalls = 1022 -VariableMetric: Iteration # 170 - FCN = 297317.6047781 Edm = 393.393 NCalls = 1022 -VariableMetric: Iteration # 171 - FCN = 297316.3012525 Edm = 45.4505 NCalls = 1029 -VariableMetric: Iteration # 172 - FCN = 297315.2763965 Edm = 0.161783 NCalls = 1034 -VariableMetric: Iteration # 173 - FCN = 297315.1746268 Edm = 0.564375 NCalls = 1036 -VariableMetric: Iteration # 174 - FCN = 297314.1428748 Edm = 0.183476 NCalls = 1039 -VariableMetric: Iteration # 175 - FCN = 297313.3535953 Edm = 0.21745 NCalls = 1045 -VariableMetric: Iteration # 176 - FCN = 297313.0793909 Edm = 0.357854 NCalls = 1048 -VariableMetric: Iteration # 177 - FCN = 297312.6873919 Edm = 0.170789 NCalls = 1051 -VariableMetric: Iteration # 178 - FCN = 297312.0754402 Edm = 0.125894 NCalls = 1055 -VariableMetric: Iteration # 179 - FCN = 297311.7642791 Edm = 0.190011 NCalls = 1057 -VariableMetric: Iteration # 180 - FCN = 297311.6460347 Edm = 0.044654 NCalls = 1059 -VariableMetric: Iteration # 181 - FCN = 297311.5508087 Edm = 0.0620745 NCalls = 1061 -VariableMetric: Iteration # 182 - FCN = 297311.4869222 Edm = 0.00807185 NCalls = 1065 -VariableMetric: Iteration # 183 - FCN = 297311.4682982 Edm = 0.00625761 NCalls = 1067 -VariableMetric: Iteration # 184 - FCN = 297311.4439819 Edm = 0.00379136 NCalls = 1069 -VariableMetric: Iteration # 185 - FCN = 297311.4363529 Edm = 0.00449793 NCalls = 1071 -VariableMetric: Iteration # 186 - FCN = 297311.4152451 Edm = 0.0121702 NCalls = 1074 -VariableMetric: Iteration # 187 - FCN = 297311.3860276 Edm = 0.0170456 NCalls = 1077 -VariableMetric: Iteration # 188 - FCN = 297311.345654 Edm = 0.0276946 NCalls = 1080 -VariableMetric: Iteration # 189 - FCN = 297311.2874177 Edm = 0.0376977 NCalls = 1083 -VariableMetric: Iteration # 190 - FCN = 297311.2317347 Edm = 0.0689341 NCalls = 1085 -VariableMetric: Iteration # 191 - FCN = 297311.1949417 Edm = 0.0268723 NCalls = 1088 -VariableMetric: Iteration # 192 - FCN = 297311.1227946 Edm = 0.0333498 NCalls = 1091 -VariableMetric: Iteration # 193 - FCN = 297311.026172 Edm = 0.103475 NCalls = 1094 -VariableMetric: Iteration # 194 - FCN = 297310.9427716 Edm = 0.0703144 NCalls = 1096 -VariableMetric: Iteration # 195 - FCN = 297310.8627469 Edm = 0.0526635 NCalls = 1100 -VariableMetric: Iteration # 196 - FCN = 297310.7596069 Edm = 0.0659624 NCalls = 1103 -VariableMetric: Iteration # 197 - FCN = 297310.6561369 Edm = 0.155162 NCalls = 1106 -VariableMetric: Iteration # 198 - FCN = 297310.5156068 Edm = 0.0300651 NCalls = 1108 -VariableMetric: Iteration # 199 - FCN = 297310.4359255 Edm = 0.0230317 NCalls = 1111 -VariableMetric: Iteration # 200 - FCN = 297310.3982262 Edm = 0.0612288 NCalls = 1114 -VariableMetric: Iteration # 201 - FCN = 297310.3540596 Edm = 0.0328739 NCalls = 1116 -VariableMetric: Iteration # 202 - FCN = 297310.3281823 Edm = 0.0297091 NCalls = 1119 -VariableMetric: Iteration # 203 - FCN = 297310.2504746 Edm = 0.0566611 NCalls = 1123 -VariableMetric: Iteration # 204 - FCN = 297310.216245 Edm = 0.019337 NCalls = 1125 -VariableMetric: Iteration # 205 - FCN = 297310.18493 Edm = 0.00924848 NCalls = 1127 -VariableMetric: Iteration # 206 - FCN = 297310.1721312 Edm = 0.00991568 NCalls = 1129 -VariableMetric: Iteration # 207 - FCN = 297310.1328847 Edm = 0.0149406 NCalls = 1132 -VariableMetric: Iteration # 208 - FCN = 297310.1084082 Edm = 0.00510342 NCalls = 1134 -VariableMetric: Iteration # 209 - FCN = 297310.0958094 Edm = 0.00541145 NCalls = 1137 -VariableMetric: Iteration # 210 - FCN = 297310.0878505 Edm = 0.00578609 NCalls = 1139 -VariableMetric: Iteration # 211 - FCN = 297310.0699379 Edm = 0.00723901 NCalls = 1142 -VariableMetric: Iteration # 212 - FCN = 297310.0561683 Edm = 0.00154726 NCalls = 1144 -VariableMetric: Iteration # 213 - FCN = 297310.0521391 Edm = 0.00362691 NCalls = 1146 -VariableMetric: Iteration # 214 - FCN = 297310.0397423 Edm = 0.00500638 NCalls = 1149 -VariableMetric: Iteration # 215 - FCN = 297310.028121 Edm = 0.00360219 NCalls = 1151 -VariableMetric: Iteration # 216 - FCN = 297309.9990166 Edm = 0.00620422 NCalls = 1154 -VariableMetric: Iteration # 217 - FCN = 297309.9899067 Edm = 0.00247161 NCalls = 1156 -VariableMetric: Iteration # 218 - FCN = 297309.9857698 Edm = 0.00261746 NCalls = 1158 -VariableMetric: Iteration # 219 - FCN = 297309.9774219 Edm = 0.00134117 NCalls = 1161 -VariableMetric: Iteration # 220 - FCN = 297309.9750827 Edm = 0.00060087 NCalls = 1163 -VariableMetric: Iteration # 221 - FCN = 297309.9666266 Edm = 0.00449394 NCalls = 1166 -VariableMetric: Iteration # 222 - FCN = 297309.951826 Edm = 0.00161566 NCalls = 1168 -VariableMetric: Iteration # 223 - FCN = 297309.9482588 Edm = 0.00138553 NCalls = 1170 -VariableMetric: Iteration # 224 - FCN = 297309.9385687 Edm = 0.0113611 NCalls = 1174 -VariableMetric: Iteration # 225 - FCN = 297309.9232403 Edm = 0.00346449 NCalls = 1177 -VariableMetric: Iteration # 226 - FCN = 297309.9182965 Edm = 0.00153396 NCalls = 1179 -VariableMetric: Iteration # 227 - FCN = 297309.9165437 Edm = 0.00157149 NCalls = 1181 -VariableMetric: Iteration # 228 - FCN = 297309.9096205 Edm = 0.00144645 NCalls = 1184 -VariableMetric: Iteration # 229 - FCN = 297309.9074183 Edm = 0.000526658 NCalls = 1186 -VariableMetric: Iteration # 230 - FCN = 297309.9030842 Edm = 0.0019315 NCalls = 1189 -VariableMetric: Iteration # 231 - FCN = 297309.8996618 Edm = 0.000279492 NCalls = 1191 -VariableMetric: Iteration # 232 - FCN = 297309.8991022 Edm = 0.000329903 NCalls = 1193 -VariableMetric: Iteration # 233 - FCN = 297309.8975279 Edm = 0.000548439 NCalls = 1196 -VariableMetric: Iteration # 234 - FCN = 297309.8969269 Edm = 4.02998e-05 NCalls = 1198 -VariableMetric: After Hessian - FCN = 297309.8969269 Edm = 0.0257486 NCalls = 1687 -VariableMetric: Iteration # 235 - FCN = 297309.8969269 Edm = 0.0257486 NCalls = 1687 -VariableMetric: Iteration # 236 - FCN = 297309.8947826 Edm = 0.0109381 NCalls = 1689 -VariableMetric: Iteration # 237 - FCN = 297309.8921655 Edm = 0.00131397 NCalls = 1692 -VariableMetric: Iteration # 238 - FCN = 297309.8896948 Edm = 0.00138343 NCalls = 1694 -VariableMetric: Iteration # 239 - FCN = 297309.8881935 Edm = 0.00101274 NCalls = 1697 -VariableMetric: Iteration # 240 - FCN = 297309.8861585 Edm = 0.00163746 NCalls = 1699 -VariableMetric: Iteration # 241 - FCN = 297309.8852669 Edm = 0.000344461 NCalls = 1701 -VariableMetric: Iteration # 242 - FCN = 297309.8846603 Edm = 4.51582e-05 NCalls = 1703 -VariableMetric: After Hessian - FCN = 297309.8846603 Edm = 0.000100432 NCalls = 2190 -VariableMetric: Iteration # 243 - FCN = 297309.8846603 Edm = 0.000100432 NCalls = 2190 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321705.3171026 Edm = 406.541 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321705.3171026 Edm = 406.541 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297708.707069 Edm = 0.769987 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 297701.3890303 Edm = 1.06491 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297698.5997875 Edm = 2.53768 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297641.3601474 Edm = 30.5916 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297530.2274565 Edm = 8.55688 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297522.180307 Edm = 0.412595 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297519.3603701 Edm = 2.32068 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297433.7237329 Edm = 0.563999 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297433.0362299 Edm = 0.0517497 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297427.8214512 Edm = 3.94835 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297371.1694568 Edm = 8.93207 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297353.1384803 Edm = 0.266818 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297352.7971595 Edm = 0.0706885 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297347.829064 Edm = 4.77435 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297266.5429749 Edm = 8.64626 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297254.1065249 Edm = 0.118266 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297253.9478249 Edm = 0.0152281 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297253.7143269 Edm = 0.238503 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297252.0040743 Edm = 1.71726 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297195.953442 Edm = 4.67759 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297185.9644654 Edm = 1.05811 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297184.4851139 Edm = 0.268141 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297183.9322202 Edm = 0.0683256 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297183.8378928 Edm = 0.00739216 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297183.8247136 Edm = 0.0010391 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297183.819923 Edm = 0.00362501 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297183.7447938 Edm = 0.054714 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297179.6719955 Edm = 2.07331 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297174.4036799 Edm = 0.95139 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297173.7384493 Edm = 0.141507 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297173.5924683 Edm = 0.00277209 NCalls = 102 -VariableMetric: Iteration # 32 - FCN = 297173.5890062 Edm = 0.000879986 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297173.5708555 Edm = 0.0172324 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297170.6657379 Edm = 2.00608 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297166.5408594 Edm = 0.808631 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297165.4249681 Edm = 0.0757916 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297165.3283719 Edm = 0.0437809 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297165.271944 Edm = 0.0120878 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297165.2563879 Edm = 0.000533902 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297165.2556979 Edm = 0.000192101 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297165.2525781 Edm = 0.003348 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297165.025251 Edm = 0.0329151 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297163.8057727 Edm = 0.435265 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297162.6799355 Edm = 0.129876 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297162.5427605 Edm = 0.0243552 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297162.5179062 Edm = 0.00606558 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297162.500435 Edm = 0.00288248 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297162.4951728 Edm = 0.000320493 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297162.4945107 Edm = 8.08782e-05 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297162.4942288 Edm = 0.000139342 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297162.4849094 Edm = 0.00843352 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297162.4567375 Edm = 0.0493203 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297162.4194588 Edm = 0.0408055 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297162.0888338 Edm = 0.278413 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297160.3624733 Edm = 0.771816 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297160.1947962 Edm = 0.586001 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297159.6503608 Edm = 0.839035 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297158.4621845 Edm = 1.02408 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297157.227427 Edm = 0.286675 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297156.9159235 Edm = 0.165173 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297156.7024199 Edm = 0.125379 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297156.6235552 Edm = 0.0362863 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297156.5847747 Edm = 0.00393296 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297156.5801094 Edm = 0.000558273 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297156.5787484 Edm = 0.000995723 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297156.5719303 Edm = 0.00509823 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297156.5055266 Edm = 0.0537657 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297155.514431 Edm = 1.25657 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297153.9094691 Edm = 1.03875 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297153.8454877 Edm = 0.0978068 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297153.5835942 Edm = 0.181582 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297152.5090768 Edm = 0.650048 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297150.7210904 Edm = 0.733972 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297149.9304652 Edm = 0.365155 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297149.6990971 Edm = 0.0884981 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297149.6600048 Edm = 0.0111987 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297149.6486072 Edm = 0.00113935 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297149.6467139 Edm = 0.000323424 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297149.6462816 Edm = 0.000219273 NCalls = 247 -VariableMetric: Iteration # 80 - FCN = 297149.6429271 Edm = 0.00321627 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297149.5052557 Edm = 0.121497 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297143.5942016 Edm = 5.04044 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297141.3781696 Edm = 2.77345 NCalls = 265 -VariableMetric: Iteration # 84 - FCN = 297139.701824 Edm = 2.05531 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297137.9171883 Edm = 0.758938 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297136.9979406 Edm = 0.18402 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297136.8745665 Edm = 0.112196 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297136.7818198 Edm = 0.0179085 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297136.7623605 Edm = 0.00199965 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297136.7588898 Edm = 0.000589419 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297136.7579459 Edm = 0.000524062 NCalls = 285 -VariableMetric: Iteration # 92 - FCN = 297136.7486085 Edm = 0.00949573 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297136.3159741 Edm = 0.0788169 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297134.8149836 Edm = 0.46672 NCalls = 298 -VariableMetric: Iteration # 95 - FCN = 297133.9517545 Edm = 0.0862382 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297133.8716729 Edm = 0.0185432 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297133.8569433 Edm = 0.00331552 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297133.8534137 Edm = 0.000233906 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297133.8530003 Edm = 0.000124429 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297133.8519743 Edm = 0.000858999 NCalls = 310 -VariableMetric: Iteration # 101 - FCN = 297133.763161 Edm = 0.0783826 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297133.0304596 Edm = 0.201076 NCalls = 318 -VariableMetric: Iteration # 103 - FCN = 297132.7258356 Edm = 0.0594469 NCalls = 320 -VariableMetric: Iteration # 104 - FCN = 297132.6820232 Edm = 0.00333858 NCalls = 322 -VariableMetric: Iteration # 105 - FCN = 297132.678857 Edm = 5.28192e-05 NCalls = 323 -VariableMetric: After Hessian - FCN = 297132.678857 Edm = 11.6627 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297132.678857 Edm = 11.6627 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297130.9740551 Edm = 1.19758 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297130.33615 Edm = 7.41542 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297129.6471022 Edm = 1.05558 NCalls = 815 -VariableMetric: Iteration # 110 - FCN = 297129.3565598 Edm = 0.64473 NCalls = 817 -VariableMetric: Iteration # 111 - FCN = 297129.1465283 Edm = 0.176596 NCalls = 819 -VariableMetric: Iteration # 112 - FCN = 297126.5868051 Edm = 9.52778 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297126.5340108 Edm = 0.171372 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297125.88011 Edm = 2.52187 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297124.5889598 Edm = 2.33219 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297121.6082615 Edm = 4.62557 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297118.689175 Edm = 5.08614 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297118.0355795 Edm = 0.419241 NCalls = 847 -VariableMetric: Iteration # 119 - FCN = 297112.890816 Edm = 4.31318 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297110.6909271 Edm = 2.15248 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297108.8378154 Edm = 1.1788 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297107.5674999 Edm = 0.448276 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297106.6427264 Edm = 0.411201 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297106.2538454 Edm = 0.204795 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297106.0629055 Edm = 0.0585798 NCalls = 866 -VariableMetric: Iteration # 126 - FCN = 297106.0057932 Edm = 0.0215462 NCalls = 868 -VariableMetric: Iteration # 127 - FCN = 297105.9869669 Edm = 0.011727 NCalls = 870 -VariableMetric: Iteration # 128 - FCN = 297105.9761543 Edm = 0.00324997 NCalls = 872 -VariableMetric: Iteration # 129 - FCN = 297105.9728787 Edm = 0.00102497 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297105.9714836 Edm = 0.000305056 NCalls = 875 -VariableMetric: Iteration # 131 - FCN = 297105.9708969 Edm = 0.000247448 NCalls = 877 -VariableMetric: Iteration # 132 - FCN = 297105.9692699 Edm = 0.00113718 NCalls = 880 -VariableMetric: Iteration # 133 - FCN = 297105.9617495 Edm = 0.00432707 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297105.9599052 Edm = 0.00315309 NCalls = 886 -VariableMetric: Iteration # 135 - FCN = 297105.9489385 Edm = 0.00771682 NCalls = 889 -VariableMetric: Iteration # 136 - FCN = 297105.9348356 Edm = 0.00483374 NCalls = 892 -VariableMetric: Iteration # 137 - FCN = 297105.9332306 Edm = 0.000244241 NCalls = 894 -VariableMetric: Iteration # 138 - FCN = 297105.9329269 Edm = 2.85056e-05 NCalls = 896 -VariableMetric: After Hessian - FCN = 297105.9329269 Edm = 3.43817e-05 NCalls = 1381 -VariableMetric: Iteration # 139 - FCN = 297105.9329269 Edm = 3.43817e-05 NCalls = 1381 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1606 (1606 total) | -| EDM = 1.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297416.33015500574 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.91 | 0.07 | | | -2 | 2 | | -| 1 | phi_p | 6.00 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.29 | 0.34 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.875 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -1.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 6.0 | 1.6 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.10 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | -2.08 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -1.629 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.11 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.42 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.67 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.97 | 0.24 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.47 | 0.04 | | | -2 | 2 | | -| 21| Ctt | -0.37 | 0.20 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.27 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.014 0.041 -0.063 -0.052 0.035 -0.157 0.001 -0.155 -0.142 0.041 0.013 -0.024 -0.017 0.036 -0.071 -0.062 -0.092 -0.006 -0.011 -0.911 0.058 0.097 0.319 | -| phi_p | 0.014 1.000 0.005 0.005 0.005 -0.002 0.002 0.102 -0.008 -0.020 -0.003 0.006 -0.027 0.001 -0.001 0.631 0.002 -0.004 0.001 0.001 -0.020 0.002 0.003 0.006 | -| p4040_s | 0.041 0.005 1.000 -0.096 0.004 -0.011 -0.165 0.052 0.005 -0.126 -0.496 0.160 0.001 -0.008 -0.171 -0.019 0.199 -0.125 -0.006 0.113 -0.028 0.319 -0.142 -0.010 | -| Dbar_p | -0.063 0.005 -0.096 1.000 -0.006 -0.036 -0.209 0.032 -0.021 0.043 -0.016 -0.057 0.225 -0.009 -0.078 -0.017 0.061 0.294 0.036 -0.094 -0.069 -0.352 -0.082 0.046 | -| omega_p | -0.052 0.005 0.004 -0.006 1.000 -0.001 -0.022 -0.059 0.718 -0.031 0.003 0.004 -0.016 -0.001 0.002 0.033 -0.005 -0.005 0.000 0.001 0.061 0.010 0.008 -0.057 | -| psi2s_p | 0.035 -0.002 -0.011 -0.036 -0.001 1.000 -0.145 0.003 0.000 -0.060 -0.137 -0.039 0.002 0.023 -0.199 -0.004 0.033 -0.051 0.033 -0.416 0.001 0.232 -0.060 -0.005 | -| DDstar_p | -0.157 0.002 -0.165 -0.209 -0.022 -0.145 1.000 0.003 -0.057 0.286 -0.039 -0.087 -0.158 0.066 -0.007 -0.015 0.005 0.128 0.008 0.033 -0.146 -0.006 -0.203 0.123 | -| rho_p | 0.001 0.102 0.052 0.032 -0.059 0.003 0.003 1.000 0.049 -0.247 -0.002 0.065 -0.078 -0.000 0.002 0.099 0.011 -0.009 0.001 0.024 -0.017 0.096 0.048 0.069 | -| omega_s | -0.155 -0.008 0.005 -0.021 0.718 0.000 -0.057 0.049 1.000 -0.066 0.010 0.005 -0.018 -0.004 0.006 0.055 -0.014 -0.009 -0.001 0.001 0.184 0.024 0.020 -0.431 | -| bplus_2 | -0.142 -0.020 -0.126 0.043 -0.031 -0.060 0.286 -0.247 -0.066 1.000 -0.044 -0.141 -0.187 0.024 -0.003 0.067 0.110 0.069 0.005 0.036 -0.091 -0.646 -0.245 0.133 | -| p4160_p | 0.041 -0.003 -0.496 -0.016 0.003 -0.137 -0.039 -0.002 0.010 -0.044 1.000 -0.157 -0.048 0.059 0.259 0.001 -0.081 0.149 0.039 -0.054 0.029 -0.313 0.304 -0.026 | -| p4160_s | 0.013 0.006 0.160 -0.057 0.004 -0.039 -0.087 0.065 0.005 -0.141 -0.157 1.000 -0.007 -0.000 0.277 -0.024 0.324 -0.058 -0.002 0.031 -0.026 0.265 -0.135 -0.009 | -| jpsi_p | -0.024 -0.027 0.001 0.225 -0.016 0.002 -0.158 -0.078 -0.018 -0.187 -0.048 -0.007 1.000 0.065 -0.089 0.006 -0.009 0.002 0.065 -0.067 0.099 0.223 0.008 0.002 | -| DDstar_s | -0.017 0.001 -0.008 -0.009 -0.001 0.023 0.066 -0.000 -0.004 0.024 0.059 -0.000 0.065 1.000 0.038 -0.001 -0.003 0.045 -0.002 0.037 -0.009 -0.010 0.026 0.010 | -| p4040_p | 0.036 -0.001 -0.171 -0.078 0.002 -0.199 -0.007 0.002 0.006 -0.003 0.259 0.277 -0.089 0.038 1.000 -0.002 -0.030 0.144 0.029 -0.090 0.006 -0.262 0.178 -0.014 | -| phi_s | -0.071 0.631 -0.019 -0.017 0.033 -0.004 -0.015 0.099 0.055 0.067 0.001 -0.024 0.006 -0.001 -0.002 1.000 -0.008 -0.002 -0.000 -0.012 0.078 -0.033 -0.015 -0.047 | -| p4415_s | -0.062 0.002 0.199 0.061 -0.005 0.033 0.005 0.011 -0.014 0.110 -0.081 0.324 -0.009 -0.003 -0.030 -0.008 1.000 -0.055 -0.001 0.026 -0.045 0.177 -0.163 0.032 | -| p3770_p | -0.092 -0.004 -0.125 0.294 -0.005 -0.051 0.128 -0.009 -0.009 0.069 0.149 -0.058 0.002 0.045 0.144 -0.002 -0.055 1.000 0.054 -0.285 0.015 -0.232 0.023 0.014 | -| Dbar_s | -0.006 0.001 -0.006 0.036 0.000 0.033 0.008 0.001 -0.001 0.005 0.039 -0.002 0.065 -0.002 0.029 -0.000 -0.001 0.054 1.000 0.033 -0.002 -0.006 0.017 0.002 | -| p3770_s | -0.011 0.001 0.113 -0.094 0.001 -0.416 0.033 0.024 0.001 0.036 -0.054 0.031 -0.067 0.037 -0.090 -0.012 0.026 -0.285 0.033 1.000 -0.013 -0.085 -0.012 -0.005 | -| bplus_0 | -0.911 -0.020 -0.028 -0.069 0.061 0.001 -0.146 -0.017 0.184 -0.091 0.029 -0.026 0.099 -0.009 0.006 0.078 -0.045 0.015 -0.002 -0.013 1.000 0.059 0.019 -0.387 | -| Ctt | 0.058 0.002 0.319 -0.352 0.010 0.232 -0.006 0.096 0.024 -0.646 -0.313 0.265 0.223 -0.010 -0.262 -0.033 0.177 -0.232 -0.006 -0.085 0.059 1.000 0.008 -0.058 | -| p4415_p | 0.097 0.003 -0.142 -0.082 0.008 -0.060 -0.203 0.048 0.020 -0.245 0.304 -0.135 0.008 0.026 0.178 -0.015 -0.163 0.023 0.017 -0.012 0.019 0.008 1.000 -0.044 | -| rho_s | 0.319 0.006 -0.010 0.046 -0.057 -0.005 0.123 0.069 -0.431 0.133 -0.026 -0.009 0.002 0.010 -0.014 -0.047 0.032 0.014 0.002 -0.005 -0.387 -0.058 -0.044 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06767783224834156}), (, {'error': 0.21900013149568132}), (, {'error': 0.17064463890908876}), (, {'error': 0.35556917665209653}), (, {'error': 0.3432005577021551}), (, {'error': 0.03126205794097725}), (, {'error': 0.37279706225815}), (, {'error': 0.44740778791904834}), (, {'error': 1.550343977417116}), (, {'error': 0.09466722233272562}), (, {'error': 0.09687011302821391}), (, {'error': 0.1697982038108743}), (, {'error': 0.0243180664836542}), (, {'error': 0.03456033640615702}), (, {'error': 0.17822580354411333}), (, {'error': 1.0770429561284942}), (, {'error': 0.1928615262865052}), (, {'error': 0.10468395481011394}), (, {'error': 0.026871560111821735}), (, {'error': 0.23746021531619377}), (, {'error': 0.035412643832717694}), (, {'error': 0.19994211165948816}), (, {'error': 0.15288020457993712}), (, {'error': 0.3344299764910892})]) -Toy 1/25 -Time taken: 5 min, 53 s -Projected time left: 2 h, 21 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1621 (1621 total) | -| EDM = 0.00147 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297160.6351788016 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 6.08 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.78 | 0.22 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 2.3 | 2.0 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -2.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 7.9 | 1.9 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.19 | 0.10 | | | -2 | 2 | | -| 10| p4160_p | -2.13 | 0.23 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 1.75 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.65 | 0.07 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.126 | 0.023 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.80 | 0.28 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.11 | 0.39 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.447 | 0.014 | | | -2 | 2 | | -| 21| Ctt | -0.54 | 0.21 | | | -1.5 | 1.5 | | -| 22| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.016 -0.413 0.353 0.030 0.265 -0.700 0.057 0.016 -0.524 0.336 -0.304 0.324 -0.259 0.313 0.009 -0.001 0.482 0.459 0.405 -0.286 0.083 0.007 0.059 | -| phi_p | 0.016 1.000 -0.010 0.029 -0.016 0.024 -0.005 0.122 -0.037 0.002 0.024 -0.003 0.023 0.011 0.023 0.723 0.001 0.023 0.028 0.025 0.001 0.009 -0.000 -0.009 | -| p4040_s | -0.413 -0.010 1.000 -0.504 -0.075 -0.411 0.528 0.011 -0.047 0.497 -0.680 0.264 -0.494 0.042 -0.546 -0.009 -0.020 -0.589 -0.573 -0.462 -0.199 0.055 -0.003 -0.123 | -| Dbar_p | 0.353 0.029 -0.504 1.000 0.056 0.726 -0.257 0.064 0.030 -0.464 0.758 -0.296 0.870 0.345 0.687 -0.004 0.024 0.844 0.801 0.748 0.213 0.095 -0.004 0.085 | -| omega_p | 0.030 -0.016 -0.075 0.056 1.000 0.041 -0.117 0.049 0.844 -0.113 0.055 -0.059 0.042 -0.046 0.048 0.006 -0.000 0.080 0.076 0.062 0.142 0.014 0.001 0.554 | -| psi2s_p | 0.265 0.024 -0.411 0.726 0.041 1.000 -0.257 0.046 0.022 -0.386 0.655 -0.250 0.768 0.210 0.579 -0.003 0.022 0.709 0.781 0.585 0.162 0.344 -0.004 0.059 | -| DDstar_p | -0.700 -0.005 0.528 -0.257 -0.117 -0.257 1.000 -0.047 -0.063 0.508 -0.381 0.375 -0.274 0.307 -0.361 0.008 -0.000 -0.538 -0.579 -0.458 -0.334 -0.297 -0.012 -0.229 | -| rho_p | 0.057 0.122 0.011 0.064 0.049 0.046 -0.047 1.000 0.040 0.177 0.031 0.045 0.046 0.003 0.042 0.137 0.003 0.051 0.049 0.058 0.034 0.113 -0.001 0.137 | -| omega_s | 0.016 -0.037 -0.047 0.030 0.844 0.022 -0.063 0.040 1.000 -0.085 0.032 -0.040 0.018 -0.024 0.027 0.009 -0.000 0.044 0.044 0.033 0.072 0.000 0.001 0.248 | -| bplus_2 | -0.524 0.002 0.497 -0.464 -0.113 -0.386 0.508 0.177 -0.085 1.000 -0.503 0.397 -0.534 0.088 -0.458 -0.044 -0.005 -0.544 -0.573 -0.522 -0.249 0.312 -0.005 -0.161 | -| p4160_p | 0.336 0.024 -0.680 0.758 0.055 0.655 -0.381 0.031 0.032 -0.503 1.000 -0.327 0.808 0.095 0.741 0.001 0.031 0.793 0.828 0.736 0.197 0.065 -0.006 0.082 | -| p4160_s | -0.304 -0.003 0.264 -0.296 -0.059 -0.250 0.375 0.045 -0.040 0.397 -0.327 1.000 -0.278 0.052 -0.055 -0.015 -0.016 -0.332 -0.320 -0.275 -0.124 0.083 -0.009 -0.094 | -| jpsi_p | 0.324 0.023 -0.494 0.870 0.042 0.768 -0.274 0.046 0.018 -0.534 0.808 -0.278 1.000 0.219 0.744 -0.010 0.028 0.810 0.868 0.806 0.209 0.102 -0.005 0.069 | -| DDstar_s | -0.259 0.011 0.042 0.345 -0.046 0.210 0.307 0.003 -0.024 0.088 0.095 0.052 0.219 1.000 0.106 0.003 0.007 0.097 0.176 0.114 -0.102 0.022 -0.007 -0.101 | -| p4040_p | 0.313 0.023 -0.546 0.687 0.048 0.579 -0.361 0.042 0.027 -0.458 0.741 -0.055 0.744 0.106 1.000 -0.002 0.026 0.744 0.787 0.681 0.190 0.091 -0.006 0.074 | -| phi_s | 0.009 0.723 -0.009 -0.004 0.006 -0.003 0.008 0.137 0.009 -0.044 0.001 -0.015 -0.010 0.003 -0.002 1.000 -0.000 -0.005 0.001 -0.006 -0.023 -0.026 0.000 -0.013 | -| p4415_s | -0.001 0.001 -0.020 0.024 -0.000 0.022 -0.000 0.003 -0.000 -0.005 0.031 -0.016 0.028 0.007 0.026 -0.000 1.000 0.023 0.025 0.023 0.002 0.001 -0.014 -0.001 | -| p3770_p | 0.482 0.023 -0.589 0.844 0.080 0.709 -0.538 0.051 0.044 -0.544 0.793 -0.332 0.810 0.097 0.744 -0.005 0.023 1.000 0.875 0.733 0.274 0.211 -0.000 0.135 | -| Dbar_s | 0.459 0.028 -0.573 0.801 0.076 0.781 -0.579 0.049 0.044 -0.573 0.828 -0.320 0.868 0.176 0.787 0.001 0.025 0.875 1.000 0.865 0.252 0.358 -0.002 0.120 | -| p3770_s | 0.405 0.025 -0.462 0.748 0.062 0.585 -0.458 0.058 0.033 -0.522 0.736 -0.275 0.806 0.114 0.681 -0.006 0.023 0.733 0.865 1.000 0.244 0.203 -0.002 0.103 | -| bplus_0 | -0.286 0.001 -0.199 0.213 0.142 0.162 -0.334 0.034 0.072 -0.249 0.197 -0.124 0.209 -0.102 0.190 -0.023 0.002 0.274 0.252 0.244 1.000 0.049 0.002 0.286 | -| Ctt | 0.083 0.009 0.055 0.095 0.014 0.344 -0.297 0.113 0.000 0.312 0.065 0.083 0.102 0.022 0.091 -0.026 0.001 0.211 0.358 0.203 0.049 1.000 -0.004 0.034 | -| p4415_p | 0.007 -0.000 -0.003 -0.004 0.001 -0.004 -0.012 -0.001 0.001 -0.005 -0.006 -0.009 -0.005 -0.007 -0.006 0.000 -0.014 -0.000 -0.002 -0.002 0.002 -0.004 1.000 0.003 | -| rho_s | 0.059 -0.009 -0.123 0.085 0.554 0.059 -0.229 0.137 0.248 -0.161 0.082 -0.094 0.069 -0.101 0.074 -0.013 -0.001 0.135 0.120 0.103 0.286 0.034 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03909627829369766}), (, {'error': 0.28317687489992327}), (, {'error': 0.21687971283719787}), (, {'error': 2.001819484795764}), (, {'error': 0.401803057719579}), (, {'error': 0.05485816920133324}), (, {'error': 0.8249838004106484}), (, {'error': 0.4913398330500698}), (, {'error': 1.8919435306182746}), (, {'error': 0.09699535844611473}), (, {'error': 0.22850969321360237}), (, {'error': 0.17252413584667148}), (, {'error': 0.07124703278666233}), (, {'error': 0.4202585189911312}), (, {'error': 0.3862127059033662}), (, {'error': 1.122029437691359}), (, {'error': 0.022619326093042735}), (, {'error': 0.28056870467961526}), (, {'error': 0.3880908463474159}), (, {'error': 0.4484238829717233}), (, {'error': 0.014402124283931172}), (, {'error': 0.20721764075431864}), (, {'error': 0.1380367303677108}), (, {'error': 0.3580328538337899})]) -Toy 2/25 -Time taken: 11 min, 43 s -Projected time left: 2 h, 14 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.998E+05 | Ncalls=501 (512 total) | -| EDM = 4.66E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299776.3163734341 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -1.779 | 0.001 | | | -2 | 2 | | -| 1 | phi_p | -0.872 | 0.004 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.374 | 0.000 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 3.525 | 0.029 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -0.352E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 0.465E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 0.432E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 0.529E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.399 | 0.002 | | | -2 | 2 | | -| 10| p4160_p | 4.743 | 0.005 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 1.557 | 0.001 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -0.12 | 7.95 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -2.037E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | 1.801 | 0.004 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 2.218E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.648 | 0.000 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 1.894 | 0.007 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.636E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 1.988 | 0.001 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.988 | 0.005 | | | -2 | 2 | | -| 21| Ctt | 1.351 | 0.000 | | | -1.5 | 1.5 | | -| 22| p4415_p | -0.510E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.578E-1 | 0.002E-1 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.564 -0.083 0.861 0.270 0.862 -0.389 0.014 -0.000 0.715 0.800 0.095 -0.864 -0.784 -0.520 0.025 0.183 0.782 -0.463 -0.174 0.854 -0.345 -0.418 0.080 | -| phi_p | -0.564 1.000 0.063 -0.650 -0.204 -0.652 0.294 -0.011 0.000 -0.540 -0.605 -0.072 0.653 0.592 0.393 -0.019 -0.138 -0.591 0.350 0.132 -0.646 0.261 0.316 -0.060 | -| p4040_s | -0.083 0.063 1.000 -0.096 -0.030 -0.096 0.043 -0.002 0.000 -0.080 -0.089 -0.011 0.096 0.087 0.058 -0.003 -0.020 -0.087 0.052 0.019 -0.095 0.038 0.046 -0.009 | -| Dbar_p | 0.861 -0.650 -0.096 1.000 0.312 0.995 -0.449 0.017 -0.000 0.825 0.923 0.110 -0.996 -0.904 -0.600 0.029 0.211 0.902 -0.534 -0.201 0.986 -0.398 -0.482 0.092 | -| omega_p | 0.270 -0.204 -0.030 0.312 1.000 0.312 -0.141 0.005 -0.000 0.259 0.290 0.034 -0.313 -0.284 -0.188 0.009 0.066 0.283 -0.168 -0.063 0.309 -0.125 -0.151 0.029 | -| psi2s_p | 0.862 -0.652 -0.096 0.995 0.312 1.000 -0.450 0.017 -0.000 0.826 0.925 0.110 -0.998 -0.906 -0.602 0.029 0.211 0.904 -0.535 -0.201 0.988 -0.399 -0.483 0.092 | -| DDstar_p | -0.389 0.294 0.043 -0.449 -0.141 -0.450 1.000 -0.008 0.000 -0.373 -0.418 -0.050 0.451 0.409 0.272 -0.013 -0.095 -0.408 0.241 0.091 -0.446 0.180 0.218 -0.042 | -| rho_p | 0.014 -0.011 -0.002 0.017 0.005 0.017 -0.008 1.000 -0.000 0.014 0.015 0.002 -0.017 -0.015 -0.010 0.000 0.004 0.015 -0.009 -0.003 0.016 -0.007 -0.008 0.002 | -| omega_s | -0.000 0.000 0.000 -0.000 -0.000 -0.000 0.000 -0.000 1.000 -0.000 -0.000 -0.000 0.000 0.000 0.000 -0.000 -0.000 -0.000 0.000 0.000 -0.000 0.000 0.000 -0.000 | -| bplus_2 | 0.715 -0.540 -0.080 0.825 0.259 0.826 -0.373 0.014 -0.000 1.000 0.767 0.091 -0.828 -0.751 -0.499 0.024 0.175 0.749 -0.444 -0.167 0.819 -0.331 -0.400 0.076 | -| p4160_p | 0.800 -0.605 -0.089 0.923 0.290 0.925 -0.418 0.015 -0.000 0.767 1.000 0.102 -0.926 -0.841 -0.558 0.027 0.196 0.839 -0.496 -0.187 0.916 -0.370 -0.448 0.086 | -| p4160_s | 0.095 -0.072 -0.011 0.110 0.034 0.110 -0.050 0.002 -0.000 0.091 0.102 1.000 -0.110 -0.100 -0.066 0.003 0.023 0.100 -0.059 -0.022 0.109 -0.044 -0.053 0.010 | -| jpsi_p | -0.864 0.653 0.096 -0.996 -0.313 -0.998 0.451 -0.017 0.000 -0.828 -0.926 -0.110 1.000 0.908 0.603 -0.029 -0.211 -0.905 0.536 0.202 -0.989 0.400 0.483 -0.092 | -| DDstar_s | -0.784 0.592 0.087 -0.904 -0.284 -0.906 0.409 -0.015 0.000 -0.751 -0.841 -0.100 0.908 1.000 0.547 -0.027 -0.192 -0.822 0.486 0.183 -0.898 0.363 0.439 -0.084 | -| p4040_p | -0.520 0.393 0.058 -0.600 -0.188 -0.602 0.272 -0.010 0.000 -0.499 -0.558 -0.066 0.603 0.547 1.000 -0.018 -0.127 -0.546 0.323 0.121 -0.596 0.241 0.291 -0.056 | -| phi_s | 0.025 -0.019 -0.003 0.029 0.009 0.029 -0.013 0.000 -0.000 0.024 0.027 0.003 -0.029 -0.027 -0.018 1.000 0.006 0.027 -0.016 -0.006 0.029 -0.012 -0.014 0.003 | -| p4415_s | 0.183 -0.138 -0.020 0.211 0.066 0.211 -0.095 0.004 -0.000 0.175 0.196 0.023 -0.211 -0.192 -0.127 0.006 1.000 0.191 -0.113 -0.043 0.209 -0.085 -0.102 0.020 | -| p3770_p | 0.782 -0.591 -0.087 0.902 0.283 0.904 -0.408 0.015 -0.000 0.749 0.839 0.100 -0.905 -0.822 -0.546 0.027 0.191 1.000 -0.485 -0.182 0.896 -0.362 -0.438 0.084 | -| Dbar_s | -0.463 0.350 0.052 -0.534 -0.168 -0.535 0.241 -0.009 0.000 -0.444 -0.496 -0.059 0.536 0.486 0.323 -0.016 -0.113 -0.485 1.000 0.108 -0.530 0.214 0.259 -0.050 | -| p3770_s | -0.174 0.132 0.019 -0.201 -0.063 -0.201 0.091 -0.003 0.000 -0.167 -0.187 -0.022 0.202 0.183 0.121 -0.006 -0.043 -0.182 0.108 1.000 -0.199 0.081 0.097 -0.019 | -| bplus_0 | 0.854 -0.646 -0.095 0.986 0.309 0.988 -0.446 0.016 -0.000 0.819 0.916 0.109 -0.989 -0.898 -0.596 0.029 0.209 0.896 -0.530 -0.199 1.000 -0.395 -0.478 0.091 | -| Ctt | -0.345 0.261 0.038 -0.398 -0.125 -0.399 0.180 -0.007 0.000 -0.331 -0.370 -0.044 0.400 0.363 0.241 -0.012 -0.085 -0.362 0.214 0.081 -0.395 1.000 0.193 -0.037 | -| p4415_p | -0.418 0.316 0.046 -0.482 -0.151 -0.483 0.218 -0.008 0.000 -0.400 -0.448 -0.053 0.483 0.439 0.291 -0.014 -0.102 -0.438 0.259 0.097 -0.478 0.193 1.000 -0.045 | -| rho_s | 0.080 -0.060 -0.009 0.092 0.029 0.092 -0.042 0.002 -0.000 0.076 0.086 0.010 -0.092 -0.084 -0.056 0.003 0.020 0.084 -0.050 -0.019 0.091 -0.037 -0.045 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0008668783217530285}), (, {'error': 0.004015613948326724}), (, {'error': 0.000462443415256808}), (, {'error': 0.02932184531805948}), (, {'error': 0.0027079070805851035}), (, {'error': 0.03996176258437245}), (, {'error': 0.0023272401126268605}), (, {'error': 0.0022420647372261016}), (, {'error': 0.0010460456928194084}), (, {'error': 0.0017112158876357864}), (, {'error': 0.0053269120853158825}), (, {'error': 0.0006608419107841934}), (, {'error': 7.954994988756308}), (, {'error': 0.0002577331714310599}), (, {'error': 0.0037054442734216764}), (, {'error': 0.0015782011912879312}), (, {'error': 0.00047415544773105056}), (, {'error': 0.006928861506097839}), (, {'error': 8.332759852586191e-05}), (, {'error': 0.0007505492058793584}), (, {'error': 0.0054808500396941184}), (, {'error': 0.00034963178956992635}), (, {'error': 0.0020621012440642517}), (, {'error': 0.0002487585433492978})]) -Toy 3/25 -Time taken: 14 min, 42 s -Projected time left: 1 h, 47 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1342 (1342 total) | -| EDM = 2.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297214.75881303847 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.78 | 0.03 | | | -2 | 2 | | -| 1 | phi_p | 0.026 | 0.586 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.08 | 0.19 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 1.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.58 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.53 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.76 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| p4040_p | 2.87 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.2 | 2.2 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.14 | 1.31 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.53 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.79 | 0.25 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.427 | 0.016 | | | -2 | 2 | | -| 21| Ctt | -1.11 | 0.23 | | | -1.5 | 1.5 | | -| 22| p4415_p | -6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.4 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.015 0.205 -0.280 -0.070 -0.153 -0.354 -0.073 0.005 -0.247 0.003 -0.014 -0.183 -0.039 -0.251 0.037 -0.375 -0.136 -0.048 -0.157 -0.842 -0.262 0.177 -0.167 | -| phi_p | 0.015 1.000 -0.006 0.015 0.070 0.001 0.018 0.170 -0.007 0.042 -0.000 0.000 -0.028 0.000 0.012 0.932 0.024 -0.012 -0.001 0.003 -0.023 0.014 -0.012 -0.069 | -| p4040_s | 0.205 -0.006 1.000 -0.247 0.012 0.027 -0.257 0.006 0.001 -0.012 0.010 -0.020 -0.291 0.003 -0.341 -0.002 -0.392 -0.241 -0.006 -0.148 -0.027 0.242 0.184 0.038 | -| Dbar_p | -0.280 0.015 -0.247 1.000 -0.012 0.333 -0.058 0.008 0.000 0.156 -0.005 0.013 0.275 -0.005 0.353 0.009 0.299 0.090 0.048 0.365 0.023 0.423 -0.145 -0.056 | -| omega_p | -0.070 0.070 0.012 -0.012 1.000 -0.008 -0.016 0.065 0.668 -0.036 0.000 -0.001 -0.020 -0.002 -0.014 0.066 -0.017 -0.005 -0.002 -0.009 0.099 -0.006 0.008 0.431 | -| psi2s_p | -0.153 0.001 0.027 0.333 -0.008 1.000 0.225 0.017 -0.003 0.113 -0.001 0.005 0.221 -0.001 0.058 -0.005 0.086 0.100 0.002 -0.226 0.016 0.289 -0.044 -0.035 | -| DDstar_p | -0.354 0.018 -0.257 -0.058 -0.016 0.225 1.000 0.023 -0.002 0.160 -0.005 0.021 0.533 0.020 0.404 0.007 0.382 0.161 0.000 0.208 0.047 -0.110 -0.184 -0.078 | -| rho_p | -0.073 0.170 0.006 0.008 0.065 0.017 0.023 1.000 -0.002 0.272 -0.001 0.001 -0.009 -0.002 0.053 0.167 0.131 -0.015 -0.006 0.012 0.066 0.129 -0.065 -0.110 | -| omega_s | 0.005 -0.007 0.001 0.000 0.668 -0.003 -0.002 -0.002 1.000 -0.016 0.000 -0.000 -0.013 -0.000 -0.006 0.009 -0.009 -0.003 0.000 -0.004 -0.004 -0.006 0.004 0.011 | -| bplus_2 | -0.247 0.042 -0.012 0.156 -0.036 0.113 0.160 0.272 -0.016 1.000 -0.002 0.006 -0.156 0.022 0.157 -0.005 0.496 0.043 0.032 -0.038 -0.120 0.742 -0.243 -0.229 | -| p4160_p | 0.003 -0.000 0.010 -0.005 0.000 -0.001 -0.005 -0.001 0.000 -0.002 1.000 -0.002 -0.003 -0.000 -0.004 0.000 0.001 -0.002 -0.000 -0.003 -0.001 -0.002 -0.000 0.001 | -| p4160_s | -0.014 0.000 -0.020 0.013 -0.001 0.005 0.021 0.001 -0.000 0.006 -0.002 1.000 0.018 -0.000 0.005 -0.000 0.024 0.011 0.000 0.011 0.002 -0.007 -0.011 -0.003 | -| jpsi_p | -0.183 -0.028 -0.291 0.275 -0.020 0.221 0.533 -0.009 -0.013 -0.156 -0.003 0.018 1.000 -0.009 0.326 -0.037 0.208 0.122 -0.036 0.334 0.071 -0.292 -0.095 -0.035 | -| DDstar_s | -0.039 0.000 0.003 -0.005 -0.002 -0.001 0.020 -0.002 -0.000 0.022 -0.000 -0.000 -0.009 1.000 0.002 0.000 0.020 -0.025 -0.002 -0.012 0.001 0.002 -0.010 -0.005 | -| p4040_p | -0.251 0.012 -0.341 0.353 -0.014 0.058 0.404 0.053 -0.006 0.157 -0.004 0.005 0.326 0.002 1.000 -0.003 0.232 0.178 0.016 0.290 0.054 0.063 -0.118 -0.071 | -| phi_s | 0.037 0.932 -0.002 0.009 0.066 -0.005 0.007 0.167 0.009 -0.005 0.000 -0.000 -0.037 0.000 -0.003 1.000 -0.004 -0.013 0.000 -0.004 -0.040 -0.009 0.002 -0.084 | -| p4415_s | -0.375 0.024 -0.392 0.299 -0.017 0.086 0.382 0.131 -0.009 0.496 0.001 0.024 0.208 0.020 0.232 -0.004 1.000 0.200 0.042 0.187 0.059 0.227 -0.478 -0.119 | -| p3770_p | -0.136 -0.012 -0.241 0.090 -0.005 0.100 0.161 -0.015 -0.003 0.043 -0.002 0.011 0.122 -0.025 0.178 -0.013 0.200 1.000 -0.070 -0.116 0.036 -0.054 -0.093 -0.004 | -| Dbar_s | -0.048 -0.001 -0.006 0.048 -0.002 0.002 0.000 -0.006 0.000 0.032 -0.000 0.000 -0.036 -0.002 0.016 0.000 0.042 -0.070 1.000 -0.005 -0.002 0.046 -0.021 -0.005 | -| p3770_s | -0.157 0.003 -0.148 0.365 -0.009 -0.226 0.208 0.012 -0.004 -0.038 -0.003 0.011 0.334 -0.012 0.290 -0.004 0.187 -0.116 -0.005 1.000 0.058 -0.118 -0.088 -0.036 | -| bplus_0 | -0.842 -0.023 -0.027 0.023 0.099 0.016 0.047 0.066 -0.004 -0.120 -0.001 0.002 0.071 0.001 0.054 -0.040 0.059 0.036 -0.002 0.058 1.000 -0.002 -0.029 0.273 | -| Ctt | -0.262 0.014 0.242 0.423 -0.006 0.289 -0.110 0.129 -0.006 0.742 -0.002 -0.007 -0.292 0.002 0.063 -0.009 0.227 -0.054 0.046 -0.118 -0.002 1.000 -0.124 -0.085 | -| p4415_p | 0.177 -0.012 0.184 -0.145 0.008 -0.044 -0.184 -0.065 0.004 -0.243 -0.000 -0.011 -0.095 -0.010 -0.118 0.002 -0.478 -0.093 -0.021 -0.088 -0.029 -0.124 1.000 0.058 | -| rho_s | -0.167 -0.069 0.038 -0.056 0.431 -0.035 -0.078 -0.110 0.011 -0.229 0.001 -0.003 -0.035 -0.005 -0.071 -0.084 -0.119 -0.004 -0.005 -0.036 0.273 -0.085 0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03412894905403352}), (, {'error': 0.5862881369593489}), (, {'error': 0.19087302625909708}), (, {'error': 0.42164306441365085}), (, {'error': 0.2790769609706856}), (, {'error': 0.034722852523277226}), (, {'error': 0.41120232787262}), (, {'error': 0.9385934598901979}), (, {'error': 1.1024854611167205}), (, {'error': 0.0883042277377234}), (, {'error': 0.0105523989668308}), (, {'error': 0.012226750150011623}), (, {'error': 0.033240146143613813}), (, {'error': 0.01785761096430835}), (, {'error': 0.1587811410786868}), (, {'error': 2.194600065044243}), (, {'error': 1.3071294789432715}), (, {'error': 0.10583700703212973}), (, {'error': 0.029569742671704924}), (, {'error': 0.2457674319836638}), (, {'error': 0.016251080802094364}), (, {'error': 0.22606224568544725}), (, {'error': 0.31282903512037574}), (, {'error': 0.3439501922416509})]) -Toy 4/25 -Time taken: 19 min, 50 s -Projected time left: 1 h, 43 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1525 (1525 total) | -| EDM = 1.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297026.18510257365 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.92 | 0.07 | | | -2 | 2 | | -| 1 | phi_p | -0.08 | 0.34 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.69 | 0.25 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 4.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.57 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.569 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 14| p4040_p | 2.90 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.3 | 1.5 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.76 | 0.18 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.96 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.12 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 21| Ctt | -0.93 | 0.19 | | | -1.5 | 1.5 | | -| 22| p4415_p | -1.24 | 0.27 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.023 -0.039 0.048 0.119 0.047 0.124 -0.026 0.016 0.203 -0.002 0.002 0.118 0.010 0.095 -0.045 0.014 -0.071 0.001 -0.001 -0.933 0.054 0.105 0.286 | -| phi_p | 0.023 1.000 0.006 -0.009 0.053 -0.004 -0.003 0.142 0.008 -0.020 -0.000 -0.000 -0.022 -0.002 0.003 0.833 0.007 -0.010 -0.004 -0.004 -0.031 0.005 0.003 0.031 | -| p4040_s | -0.039 0.006 1.000 -0.152 0.012 0.133 -0.038 0.033 0.000 -0.071 0.009 -0.008 -0.102 0.019 -0.177 -0.007 -0.000 -0.139 0.015 -0.013 -0.025 0.285 -0.205 0.020 | -| Dbar_p | 0.048 -0.009 -0.152 1.000 -0.026 0.200 -0.236 -0.050 -0.004 -0.027 -0.004 0.004 0.021 -0.021 0.247 0.016 0.015 -0.237 0.040 0.222 0.092 0.424 0.152 -0.053 | -| omega_p | 0.119 0.053 0.012 -0.026 1.000 -0.007 -0.030 0.032 -0.639 0.034 0.000 -0.001 -0.005 -0.004 -0.005 0.038 0.010 -0.006 -0.005 -0.008 -0.138 -0.002 -0.009 0.447 | -| psi2s_p | 0.047 -0.004 0.133 0.200 -0.007 1.000 0.141 0.005 0.001 -0.100 0.000 -0.002 0.067 -0.015 -0.057 -0.005 0.036 0.008 -0.030 -0.424 0.020 0.311 -0.007 -0.018 | -| DDstar_p | 0.124 -0.003 -0.038 -0.236 -0.030 0.141 1.000 -0.016 -0.004 -0.140 -0.005 0.006 0.363 0.026 0.244 0.011 0.081 -0.030 -0.029 -0.008 0.103 -0.152 0.168 -0.079 | -| rho_p | -0.026 0.142 0.033 -0.050 0.032 0.005 -0.016 1.000 -0.044 -0.229 -0.001 -0.001 -0.014 -0.003 0.032 0.136 0.046 -0.017 -0.009 0.003 0.005 0.076 0.032 0.161 | -| omega_s | 0.016 0.008 0.000 -0.004 -0.639 0.001 -0.004 -0.044 1.000 0.006 -0.000 0.000 0.014 -0.000 0.001 -0.015 0.001 0.003 -0.000 0.002 -0.018 -0.001 -0.001 0.006 | -| bplus_2 | 0.203 -0.020 -0.071 -0.027 0.034 -0.100 -0.140 -0.229 0.006 1.000 0.003 -0.001 0.224 -0.029 -0.124 0.018 -0.097 0.028 -0.025 0.048 -0.384 -0.624 -0.236 0.146 | -| p4160_p | -0.002 -0.000 0.009 -0.004 0.000 0.000 -0.005 -0.001 -0.000 0.003 1.000 -0.002 -0.001 -0.000 -0.004 0.000 -0.004 0.001 -0.000 -0.002 0.000 -0.003 0.002 0.000 | -| p4160_s | 0.002 -0.000 -0.008 0.004 -0.001 -0.002 0.006 -0.001 0.000 -0.001 -0.002 1.000 0.006 -0.001 -0.007 0.000 0.004 0.004 -0.001 0.002 0.002 -0.008 0.008 -0.001 | -| jpsi_p | 0.118 -0.022 -0.102 0.021 -0.005 0.067 0.363 -0.014 0.014 0.224 -0.001 0.006 1.000 -0.040 0.085 -0.030 -0.056 -0.031 -0.094 0.097 -0.086 -0.372 0.072 0.009 | -| DDstar_s | 0.010 -0.002 0.019 -0.021 -0.004 -0.015 0.026 -0.003 -0.000 -0.029 -0.000 -0.001 -0.040 1.000 -0.012 0.001 0.010 -0.033 -0.006 -0.033 0.015 -0.001 -0.002 -0.009 | -| p4040_p | 0.095 0.003 -0.177 0.247 -0.005 -0.057 0.244 0.032 0.001 -0.124 -0.004 -0.007 0.085 -0.012 1.000 -0.008 0.144 -0.022 -0.005 0.151 0.002 0.114 0.021 -0.023 | -| phi_s | -0.045 0.833 -0.007 0.016 0.038 -0.005 0.011 0.136 -0.015 0.018 0.000 0.000 -0.030 0.001 -0.008 1.000 -0.011 -0.005 0.002 -0.006 0.048 -0.014 -0.004 -0.006 | -| p4415_s | 0.014 0.007 -0.000 0.015 0.010 0.036 0.081 0.046 0.001 -0.097 -0.004 0.004 -0.056 0.010 0.144 -0.011 1.000 -0.051 0.007 0.006 -0.031 0.228 -0.012 0.010 | -| p3770_p | -0.071 -0.010 -0.139 -0.237 -0.006 0.008 -0.030 -0.017 0.003 0.028 0.001 0.004 -0.031 -0.033 -0.022 -0.005 -0.051 1.000 -0.096 -0.204 0.033 -0.202 0.034 -0.005 | -| Dbar_s | 0.001 -0.004 0.015 0.040 -0.005 -0.030 -0.029 -0.009 -0.000 -0.025 -0.000 -0.001 -0.094 -0.006 -0.005 0.002 0.007 -0.096 1.000 -0.041 0.020 0.032 0.008 -0.008 | -| p3770_s | -0.001 -0.004 -0.013 0.222 -0.008 -0.424 -0.008 0.003 0.002 0.048 -0.002 0.002 0.097 -0.033 0.151 -0.006 0.006 -0.204 -0.041 1.000 0.019 -0.116 0.059 -0.018 | -| bplus_0 | -0.933 -0.031 -0.025 0.092 -0.138 0.020 0.103 0.005 -0.018 -0.384 0.000 0.002 -0.086 0.015 0.002 0.048 -0.031 0.033 0.020 0.019 1.000 0.067 0.031 -0.335 | -| Ctt | 0.054 0.005 0.285 0.424 -0.002 0.311 -0.152 0.076 -0.001 -0.624 -0.003 -0.008 -0.372 -0.001 0.114 -0.014 0.228 -0.202 0.032 -0.116 0.067 1.000 0.013 -0.034 | -| p4415_p | 0.105 0.003 -0.205 0.152 -0.009 -0.007 0.168 0.032 -0.001 -0.236 0.002 0.008 0.072 -0.002 0.021 -0.004 -0.012 0.034 0.008 0.059 0.031 0.013 1.000 -0.034 | -| rho_s | 0.286 0.031 0.020 -0.053 0.447 -0.018 -0.079 0.161 0.006 0.146 0.000 -0.001 0.009 -0.009 -0.023 -0.006 0.010 -0.005 -0.008 -0.018 -0.335 -0.034 -0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06640064079806707}), (, {'error': 0.3437934408830472}), (, {'error': 0.17233989787341258}), (, {'error': 0.3922061708051885}), (, {'error': 0.25417394135830174}), (, {'error': 0.031819874702966544}), (, {'error': 0.3847464343235636}), (, {'error': 0.43921902037918237}), (, {'error': 4.163666632615538}), (, {'error': 0.09493623650608751}), (, {'error': 0.010118907063496163}), (, {'error': 0.012735977328125425}), (, {'error': 0.025391045161206716}), (, {'error': 0.02614168553167362}), (, {'error': 0.1635110674397131}), (, {'error': 1.5145299978319429}), (, {'error': 0.1840751434491923}), (, {'error': 0.10185659354305265}), (, {'error': 0.03949261586421682}), (, {'error': 0.22561791837975775}), (, {'error': 0.03668840329437717}), (, {'error': 0.18766500951268977}), (, {'error': 0.270165954241421}), (, {'error': 0.3376566068501965})]) -Toy 5/25 -Time taken: 25 min, 26 s -Projected time left: 1 h, 41 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1428 (1428 total) | -| EDM = 0.000595 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297277.72534296126 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.867 | 0.026 | | | -2 | 2 | | -| 1 | phi_p | -0.46 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.42 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -4.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.57 | 0.22 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 8.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.29 | 0.06 | | | -2 | 2 | | -| 10| p4160_p | -2.43 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.65 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.26 | 0.51 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.55 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.67 | 0.17 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.96 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.26 | 0.10 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.83 | 0.25 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.485 | 0.013 | | | -2 | 2 | | -| 21| Ctt | 0.16 | 0.16 | | | -1.5 | 1.5 | | -| 22| p4415_p | 3.87 | 0.22 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.53 | 0.30 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.023 -0.431 0.119 0.018 -0.519 -0.401 0.004 -0.024 -0.266 -0.585 -0.314 -0.648 -0.783 -0.489 -0.030 -0.026 -0.020 0.523 -0.326 0.359 0.293 -0.640 0.140 | -| phi_p | -0.023 1.000 0.022 -0.016 -0.006 0.026 0.024 0.049 -0.034 0.018 0.029 0.017 0.031 0.035 0.025 0.488 0.005 0.006 -0.021 0.019 -0.017 -0.020 0.030 -0.002 | -| p4040_s | -0.431 0.022 1.000 -0.070 -0.012 0.392 0.379 0.024 0.010 0.133 0.235 0.345 0.499 0.587 0.273 0.007 0.198 0.004 -0.431 0.350 -0.387 -0.060 0.404 -0.098 | -| Dbar_p | 0.119 -0.016 -0.070 1.000 -0.003 -0.285 0.112 -0.019 -0.004 -0.067 -0.293 -0.051 -0.395 -0.291 -0.269 0.001 -0.051 -0.481 0.015 -0.200 0.104 0.361 -0.232 0.026 | -| omega_p | 0.018 -0.006 -0.012 -0.003 1.000 -0.014 -0.007 -0.047 0.541 -0.003 -0.015 -0.008 -0.020 -0.022 -0.013 0.008 0.001 0.004 0.016 -0.008 0.037 0.010 -0.017 0.394 | -| psi2s_p | -0.519 0.026 0.392 -0.285 -0.014 1.000 0.513 0.013 0.018 0.115 0.559 0.283 0.689 0.713 0.444 0.021 0.105 0.195 -0.401 0.205 -0.474 -0.199 0.583 -0.119 | -| DDstar_p | -0.401 0.024 0.379 0.112 -0.007 0.513 1.000 0.002 0.020 0.051 0.661 0.282 0.641 0.665 0.567 0.029 0.037 0.161 -0.583 0.414 -0.375 -0.273 0.631 -0.093 | -| rho_p | 0.004 0.049 0.024 -0.019 -0.047 0.013 0.002 1.000 0.017 0.131 0.017 0.026 0.019 0.017 0.017 0.054 0.003 0.002 -0.010 0.021 -0.007 0.014 0.025 0.178 | -| omega_s | -0.024 -0.034 0.010 -0.004 0.541 0.018 0.020 0.017 1.000 -0.035 0.019 0.005 0.017 0.028 0.015 0.007 0.002 0.002 -0.017 0.007 -0.028 -0.019 0.019 -0.074 | -| bplus_2 | -0.266 0.018 0.133 -0.067 -0.003 0.115 0.051 0.131 -0.035 1.000 0.158 0.137 0.099 0.180 0.124 -0.085 -0.064 0.035 -0.171 0.068 -0.243 0.376 0.217 -0.021 | -| p4160_p | -0.585 0.029 0.235 -0.293 -0.015 0.559 0.661 0.017 0.019 0.158 1.000 0.252 0.763 0.780 0.669 0.022 0.100 0.287 -0.462 0.417 -0.530 -0.492 0.757 -0.134 | -| p4160_s | -0.314 0.017 0.345 -0.051 -0.008 0.283 0.282 0.026 0.005 0.137 0.252 1.000 0.365 0.448 0.450 -0.002 0.293 0.007 -0.333 0.233 -0.274 -0.004 0.278 -0.070 | -| jpsi_p | -0.648 0.031 0.499 -0.395 -0.020 0.689 0.641 0.019 0.017 0.099 0.763 0.365 1.000 0.898 0.657 0.018 0.097 0.240 -0.531 0.510 -0.589 -0.524 0.765 -0.153 | -| DDstar_s | -0.783 0.035 0.587 -0.291 -0.022 0.713 0.665 0.017 0.028 0.180 0.780 0.448 0.898 1.000 0.665 0.035 0.138 0.142 -0.713 0.485 -0.717 -0.454 0.828 -0.180 | -| p4040_p | -0.489 0.025 0.273 -0.269 -0.013 0.444 0.567 0.017 0.015 0.124 0.669 0.450 0.657 0.665 1.000 0.016 0.085 0.294 -0.354 0.332 -0.441 -0.454 0.641 -0.113 | -| phi_s | -0.030 0.488 0.007 0.001 0.008 0.021 0.029 0.054 0.007 -0.085 0.022 -0.002 0.018 0.035 0.016 1.000 0.000 -0.001 -0.021 0.002 -0.034 -0.034 0.019 0.036 | -| p4415_s | -0.026 0.005 0.198 -0.051 0.001 0.105 0.037 0.003 0.002 -0.064 0.100 0.293 0.097 0.138 0.085 0.000 1.000 -0.032 -0.118 0.078 -0.021 0.113 0.039 -0.010 | -| p3770_p | -0.020 0.006 0.004 -0.481 0.004 0.195 0.161 0.002 0.002 0.035 0.287 0.007 0.240 0.142 0.294 -0.001 -0.032 1.000 0.056 -0.029 -0.008 -0.210 0.195 -0.006 | -| Dbar_s | 0.523 -0.021 -0.431 0.015 0.016 -0.401 -0.583 -0.010 -0.017 -0.171 -0.462 -0.333 -0.531 -0.713 -0.354 -0.021 -0.118 0.056 1.000 -0.211 0.477 0.361 -0.540 0.118 | -| p3770_s | -0.326 0.019 0.350 -0.200 -0.008 0.205 0.414 0.021 0.007 0.068 0.417 0.233 0.510 0.485 0.332 0.002 0.078 -0.029 -0.211 1.000 -0.285 -0.276 0.429 -0.077 | -| bplus_0 | 0.359 -0.017 -0.387 0.104 0.037 -0.474 -0.375 -0.007 -0.028 -0.243 -0.530 -0.274 -0.589 -0.717 -0.441 -0.034 -0.021 -0.008 0.477 -0.285 1.000 0.279 -0.578 0.204 | -| Ctt | 0.293 -0.020 -0.060 0.361 0.010 -0.199 -0.273 0.014 -0.019 0.376 -0.492 -0.004 -0.524 -0.454 -0.454 -0.034 0.113 -0.210 0.361 -0.276 0.279 1.000 -0.393 0.079 | -| p4415_p | -0.640 0.030 0.404 -0.232 -0.017 0.583 0.631 0.025 0.019 0.217 0.757 0.278 0.765 0.828 0.641 0.019 0.039 0.195 -0.540 0.429 -0.578 -0.393 1.000 -0.144 | -| rho_s | 0.140 -0.002 -0.098 0.026 0.394 -0.119 -0.093 0.178 -0.074 -0.021 -0.134 -0.070 -0.153 -0.180 -0.113 0.036 -0.010 -0.006 0.118 -0.077 0.204 0.079 -0.144 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.026268567786904784}), (, {'error': 0.19110580333109528}), (, {'error': 0.1833498376477225}), (, {'error': 0.49408260406948346}), (, {'error': 0.21994463635321448}), (, {'error': 0.043006322704729705}), (, {'error': 0.5756195617882289}), (, {'error': 0.2664097815241204}), (, {'error': 0.9038266442841523}), (, {'error': 0.06177153820706671}), (, {'error': 0.15051711916606836}), (, {'error': 0.1727941211990598}), (, {'error': 0.05841969385760848}), (, {'error': 0.5118787853770417}), (, {'error': 0.17181454131906504}), (, {'error': 0.8516033898663666}), (, {'error': 0.1740123735875304}), (, {'error': 0.11461925185716804}), (, {'error': 0.09549502358142226}), (, {'error': 0.2497693818005644}), (, {'error': 0.012753955301206377}), (, {'error': 0.1585813771352339}), (, {'error': 0.21906258510846133}), (, {'error': 0.3042119530166192})]) -Toy 6/25 -Time taken: 30 min, 50 s -Projected time left: 1 h, 37 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1407 (1407 total) | -| EDM = 0.000477 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297579.27201615885 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.81 | 0.03 | | | -2 | 2 | | -| 1 | phi_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.84 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 3.02 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 8.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.29 | 0.08 | | | -2 | 2 | | -| 10| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 0.717 | 0.024 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 4.796 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.04 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 18.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.56 | 0.20 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 4.05 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.10 | 0.25 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.429 | 0.017 | | | -2 | 2 | | -| 21| Ctt | -1.30 | 0.23 | | | -1.5 | 1.5 | | -| 22| p4415_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.24 | 0.44 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.009 -0.027 0.002 -0.160 0.053 0.069 0.137 -0.012 -0.288 0.000 0.000 0.006 -0.033 0.031 0.024 -0.106 0.027 -0.035 0.086 -0.918 -0.236 0.004 -0.342 | -| phi_p | 0.009 1.000 -0.000 -0.001 -0.040 0.001 -0.003 0.009 0.000 -0.002 0.000 0.000 0.015 0.000 -0.001 -0.543 -0.001 0.002 0.000 -0.000 -0.014 0.002 0.000 -0.039 | -| p4040_s | -0.027 -0.000 1.000 -0.005 0.017 0.137 -0.110 -0.009 -0.001 0.215 0.008 -0.024 0.022 -0.001 -0.224 -0.010 -0.151 -0.244 -0.003 -0.105 -0.003 0.442 0.003 0.032 | -| Dbar_p | 0.002 -0.001 -0.005 1.000 0.006 0.042 -0.025 -0.003 -0.000 0.019 0.000 0.002 0.089 -0.000 0.019 -0.005 0.002 0.074 0.007 0.038 0.010 0.015 -0.000 0.011 | -| omega_p | -0.160 -0.040 0.017 0.006 1.000 0.011 0.032 -0.207 0.713 0.080 -0.000 -0.000 -0.026 -0.003 0.025 0.046 0.032 -0.009 -0.004 0.003 0.180 0.046 -0.004 0.521 | -| psi2s_p | 0.053 0.001 0.137 0.042 0.011 1.000 0.216 -0.009 -0.004 0.017 0.003 -0.003 0.097 0.016 -0.170 -0.009 -0.076 0.107 0.027 -0.432 0.000 0.151 0.006 0.026 | -| DDstar_p | 0.069 -0.003 -0.110 -0.025 0.032 0.216 1.000 -0.017 0.001 0.042 -0.000 0.023 0.536 0.012 0.260 -0.019 0.086 0.264 0.002 0.241 0.039 0.045 -0.001 0.055 | -| rho_p | 0.137 0.009 -0.009 -0.003 -0.207 -0.009 -0.017 1.000 -0.011 -0.022 0.000 0.000 -0.001 0.003 -0.013 0.007 -0.012 0.001 0.003 -0.004 -0.153 -0.017 0.002 -0.342 | -| omega_s | -0.012 0.000 -0.001 -0.000 0.713 -0.004 0.001 -0.011 1.000 -0.022 0.000 -0.000 -0.014 -0.000 -0.006 0.046 -0.008 0.000 -0.000 -0.003 0.016 -0.009 0.001 0.037 | -| bplus_2 | -0.288 -0.002 0.215 0.019 0.080 0.017 0.042 -0.022 -0.022 1.000 -0.002 -0.008 0.229 0.022 0.006 -0.104 0.280 -0.122 0.030 -0.255 -0.011 0.839 -0.026 0.140 | -| p4160_p | 0.000 0.000 0.008 0.000 -0.000 0.003 -0.000 0.000 0.000 -0.002 1.000 -0.003 0.000 -0.000 -0.001 0.000 0.003 -0.001 -0.001 0.000 -0.000 -0.001 0.000 -0.001 | -| p4160_s | 0.000 0.000 -0.024 0.002 -0.000 -0.003 0.023 0.000 -0.000 -0.008 -0.003 1.000 0.009 0.001 -0.011 -0.000 0.015 0.019 0.001 0.014 0.001 -0.025 -0.001 -0.000 | -| jpsi_p | 0.006 0.015 0.022 0.089 -0.026 0.097 0.536 -0.001 -0.014 0.229 0.000 0.009 1.000 0.017 0.081 0.007 0.096 0.069 0.011 0.026 -0.088 0.321 -0.005 -0.020 | -| DDstar_s | -0.033 0.000 -0.001 -0.000 -0.003 0.016 0.012 0.003 -0.000 0.022 -0.000 0.001 0.017 1.000 0.022 -0.001 0.019 -0.007 -0.001 0.003 -0.001 0.009 -0.002 -0.007 | -| p4040_p | 0.031 -0.001 -0.224 0.019 0.025 -0.170 0.260 -0.013 -0.006 0.006 -0.001 -0.011 0.081 0.022 1.000 -0.027 -0.014 0.164 0.032 0.180 0.044 -0.105 -0.004 0.050 | -| phi_s | 0.024 -0.543 -0.010 -0.005 0.046 -0.009 -0.019 0.007 0.046 -0.104 0.000 -0.000 0.007 -0.001 -0.027 1.000 -0.038 0.007 -0.000 -0.006 -0.019 -0.049 0.003 0.008 | -| p4415_s | -0.106 -0.001 -0.151 0.002 0.032 -0.076 0.086 -0.012 -0.008 0.280 0.003 0.015 0.096 0.019 -0.014 -0.038 1.000 0.070 0.025 0.001 0.036 0.125 -0.070 0.059 | -| p3770_p | 0.027 0.002 -0.244 0.074 -0.009 0.107 0.264 0.001 0.000 -0.122 -0.001 0.019 0.069 -0.007 0.164 0.007 0.070 1.000 -0.023 -0.060 0.014 -0.186 0.003 -0.014 | -| Dbar_s | -0.035 0.000 -0.003 0.007 -0.004 0.027 0.002 0.003 -0.000 0.030 -0.001 0.001 0.011 -0.001 0.032 -0.000 0.025 -0.023 1.000 0.012 -0.004 0.055 -0.002 -0.008 | -| p3770_s | 0.086 -0.000 -0.105 0.038 0.003 -0.432 0.241 -0.004 -0.003 -0.255 0.000 0.014 0.026 0.003 0.180 -0.006 0.001 -0.060 0.012 1.000 0.049 -0.407 0.006 0.011 | -| bplus_0 | -0.918 -0.014 -0.003 0.010 0.180 0.000 0.039 -0.153 0.016 -0.011 -0.000 0.001 -0.088 -0.001 0.044 -0.019 0.036 0.014 -0.004 0.049 1.000 -0.017 -0.003 0.385 | -| Ctt | -0.236 0.002 0.442 0.015 0.046 0.151 0.045 -0.017 -0.009 0.839 -0.001 -0.025 0.321 0.009 -0.105 -0.049 0.125 -0.186 0.055 -0.407 -0.017 1.000 -0.027 0.082 | -| p4415_p | 0.004 0.000 0.003 -0.000 -0.004 0.006 -0.001 0.002 0.001 -0.026 0.000 -0.001 -0.005 -0.002 -0.004 0.003 -0.070 0.003 -0.002 0.006 -0.003 -0.027 1.000 -0.007 | -| rho_s | -0.342 -0.039 0.032 0.011 0.521 0.026 0.055 -0.342 0.037 0.140 -0.001 -0.000 -0.020 -0.007 0.050 0.008 0.059 -0.014 -0.008 0.011 0.385 0.082 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03168183754643328}), (, {'error': 0.8126739907844724}), (, {'error': 0.17455793040966244}), (, {'error': 0.12634223020481006}), (, {'error': 0.34222846385600825}), (, {'error': 0.03254453669514579}), (, {'error': 0.2916792448742678}), (, {'error': 0.5496190458248504}), (, {'error': 1.2889298824217765}), (, {'error': 0.08458635436012829}), (, {'error': 0.010592658777242026}), (, {'error': 0.024164332984813575}), (, {'error': 0.0300849797086844}), (, {'error': 0.015291265318350122}), (, {'error': 0.17851797669094882}), (, {'error': 0.957526030019098}), (, {'error': 0.1957114416544363}), (, {'error': 0.10397712961841332}), (, {'error': 0.026042260704111087}), (, {'error': 0.24756373767536966}), (, {'error': 0.016848263755796067}), (, {'error': 0.23491613703598135}), (, {'error': 0.0569060177791747}), (, {'error': 0.4360211793112727})]) -Toy 7/25 -Time taken: 36 min, 16 s -Projected time left: 1 h, 33 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1350 (1350 total) | -| EDM = 8.4E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297163.26095356036 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.94 | 0.07 | | | -2 | 2 | | -| 1 | phi_p | -5.63 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.86 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.17 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.887 | 0.031 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.76 | 0.25 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.42 | 0.10 | | | -2 | 2 | | -| 10| p4160_p | -1.99 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 4.609 | 0.024 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.00 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.34 | 0.20 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.49 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.42 | 0.22 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.52 | 0.04 | | | -2 | 2 | | -| 21| Ctt | -0.83 | 0.21 | | | -1.5 | 1.5 | | -| 22| p4415_p | 3.83 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.004 0.035 -0.049 0.144 0.023 -0.116 0.025 -0.003 0.077 0.018 0.021 -0.056 -0.007 0.029 -0.093 -0.062 -0.088 -0.004 -0.025 -0.926 0.066 0.074 0.245 | -| phi_p | -0.004 1.000 -0.015 -0.007 0.067 -0.005 0.000 -0.227 0.001 0.062 -0.002 -0.019 0.012 0.001 -0.005 0.656 -0.000 0.004 0.001 -0.010 0.012 -0.018 -0.017 0.066 | -| p4040_s | 0.035 -0.015 1.000 -0.088 0.010 0.013 -0.151 0.051 0.001 -0.113 -0.533 0.061 0.004 -0.002 -0.231 -0.033 0.217 -0.167 -0.005 0.094 -0.036 0.356 -0.146 -0.003 | -| Dbar_p | -0.049 -0.007 -0.088 1.000 0.027 -0.085 -0.169 0.033 0.000 0.086 -0.051 -0.078 0.142 0.003 -0.117 -0.025 0.076 0.278 0.031 -0.094 -0.089 -0.339 -0.118 0.039 | -| omega_p | 0.144 0.067 0.010 0.027 1.000 0.002 0.043 0.163 -0.122 0.035 -0.008 0.012 -0.013 0.002 -0.003 0.007 0.015 0.003 0.001 0.005 -0.167 0.000 -0.000 0.640 | -| psi2s_p | 0.023 -0.005 0.013 -0.085 0.002 1.000 -0.063 0.003 0.000 -0.038 -0.149 -0.051 -0.021 0.028 -0.208 -0.007 0.046 0.013 0.029 -0.449 -0.010 0.240 -0.074 0.002 | -| DDstar_p | -0.116 0.000 -0.151 -0.169 0.043 -0.063 1.000 0.010 -0.001 0.273 0.088 -0.076 0.040 0.045 0.041 -0.015 0.017 0.192 0.001 0.118 -0.145 -0.037 -0.123 0.083 | -| rho_p | 0.025 -0.227 0.051 0.033 0.163 0.003 0.010 1.000 0.000 -0.221 -0.012 0.068 -0.081 0.000 0.002 -0.158 0.004 -0.013 0.002 0.021 -0.045 0.093 0.049 0.173 | -| omega_s | -0.003 0.001 0.001 0.000 -0.122 0.000 -0.001 0.000 1.000 -0.007 0.000 0.002 0.000 -0.000 0.001 -0.003 -0.000 -0.000 -0.000 0.001 0.004 0.002 0.002 -0.024 | -| bplus_2 | 0.077 0.062 -0.113 0.086 0.035 -0.038 0.273 -0.221 -0.007 1.000 0.015 -0.146 -0.188 0.008 0.018 0.097 0.144 0.074 0.002 0.074 -0.296 -0.654 -0.199 0.155 | -| p4160_p | 0.018 -0.002 -0.533 -0.051 -0.008 -0.149 0.088 -0.012 0.000 0.015 1.000 -0.152 -0.068 0.054 0.223 0.003 -0.155 0.176 0.032 -0.006 0.021 -0.350 0.277 -0.010 | -| p4160_s | 0.021 -0.019 0.061 -0.078 0.012 -0.051 -0.076 0.068 0.002 -0.146 -0.152 1.000 -0.008 0.004 0.302 -0.043 0.333 -0.063 -0.001 0.014 -0.033 0.266 -0.065 -0.007 | -| jpsi_p | -0.056 0.012 0.004 0.142 -0.013 -0.021 0.040 -0.081 0.000 -0.188 -0.068 -0.008 1.000 0.069 -0.101 0.032 -0.003 0.015 0.058 -0.066 0.087 0.276 -0.021 0.000 | -| DDstar_s | -0.007 0.001 -0.002 0.003 0.002 0.028 0.045 0.000 -0.000 0.008 0.054 0.004 0.069 1.000 0.030 0.000 -0.003 0.036 -0.002 0.035 -0.003 -0.009 0.028 0.003 | -| p4040_p | 0.029 -0.005 -0.231 -0.117 -0.003 -0.208 0.041 0.002 0.001 0.018 0.223 0.302 -0.101 0.030 1.000 -0.007 -0.041 0.141 0.020 -0.039 -0.002 -0.249 0.161 -0.007 | -| phi_s | -0.093 0.656 -0.033 -0.025 0.007 -0.007 -0.015 -0.158 -0.003 0.097 0.003 -0.043 0.032 0.000 -0.007 1.000 -0.006 0.005 -0.001 -0.020 0.108 -0.044 -0.031 -0.017 | -| p4415_s | -0.062 -0.000 0.217 0.076 0.015 0.046 0.017 0.004 -0.000 0.144 -0.155 0.333 -0.003 -0.003 -0.041 -0.006 1.000 -0.065 -0.000 0.013 -0.049 0.166 -0.177 0.027 | -| p3770_p | -0.088 0.004 -0.167 0.278 0.003 0.013 0.192 -0.013 -0.000 0.074 0.176 -0.063 0.015 0.036 0.141 0.005 -0.065 1.000 0.046 -0.231 0.010 -0.216 0.011 0.010 | -| Dbar_s | -0.004 0.001 -0.005 0.031 0.001 0.029 0.001 0.002 -0.000 0.002 0.032 -0.001 0.058 -0.002 0.020 -0.001 -0.000 0.046 1.000 0.032 -0.001 -0.005 0.013 0.001 | -| p3770_s | -0.025 -0.010 0.094 -0.094 0.005 -0.449 0.118 0.021 0.001 0.074 -0.006 0.014 -0.066 0.035 -0.039 -0.020 0.013 -0.231 0.032 1.000 -0.020 -0.138 -0.004 0.001 | -| bplus_0 | -0.926 0.012 -0.036 -0.089 -0.167 -0.010 -0.145 -0.045 0.004 -0.296 0.021 -0.033 0.087 -0.003 -0.002 0.108 -0.049 0.010 -0.001 -0.020 1.000 0.051 -0.002 -0.289 | -| Ctt | 0.066 -0.018 0.356 -0.339 0.000 0.240 -0.037 0.093 0.002 -0.654 -0.350 0.266 0.276 -0.009 -0.249 -0.044 0.166 -0.216 -0.005 -0.138 0.051 1.000 0.051 -0.046 | -| p4415_p | 0.074 -0.017 -0.146 -0.118 -0.000 -0.074 -0.123 0.049 0.002 -0.199 0.277 -0.065 -0.021 0.028 0.161 -0.031 -0.177 0.011 0.013 -0.004 -0.002 0.051 1.000 -0.022 | -| rho_s | 0.245 0.066 -0.003 0.039 0.640 0.002 0.083 0.173 -0.024 0.155 -0.010 -0.007 0.000 0.003 -0.007 -0.017 0.027 0.010 0.001 0.001 -0.289 -0.046 -0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0701196776860511}), (, {'error': 0.19475701559347103}), (, {'error': 0.17472751465147496}), (, {'error': 0.3212409042408617}), (, {'error': 0.18911832020859443}), (, {'error': 0.03139692841459052}), (, {'error': 0.3211738491009557}), (, {'error': 0.2503100763366941}), (, {'error': 3.6597332452161875}), (, {'error': 0.10194228304251585}), (, {'error': 0.09447150859750231}), (, {'error': 0.1691519776497099}), (, {'error': 0.02413156984510767}), (, {'error': 0.028292559472772205}), (, {'error': 0.21333262385762541}), (, {'error': 1.1194061764382202}), (, {'error': 0.19758622993566421}), (, {'error': 0.09595352052457273}), (, {'error': 0.02150505728207666}), (, {'error': 0.223931078037924}), (, {'error': 0.03918560798636295}), (, {'error': 0.2078192747108516}), (, {'error': 0.15819463878159556}), (, {'error': 0.3172832418729209})]) -Toy 8/25 -Time taken: 41 min, 37 s -Projected time left: 1 h, 28 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1559 (1559 total) | -| EDM = 0.000747 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297234.33413392154 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.948 | 0.031 | | | -2 | 2 | | -| 1 | phi_p | 0.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.86 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -3.2 | 3.0 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -5.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.46 | 0.23 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 4.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.05 | 0.07 | | | -2 | 2 | | -| 10| p4160_p | 4.01 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.70 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.05 | 0.26 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.5 | 2.4 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.94 | 0.15 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.16 | 0.14 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.4 | 0.3 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.472 | 0.013 | | | -2 | 2 | | -| 21| Ctt | 0.35 | 0.21 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.33 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.55 | 0.30 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.015 0.107 0.626 -0.010 -0.367 0.696 0.057 -0.050 -0.193 0.030 -0.034 -0.370 0.686 -0.252 -0.015 0.013 -0.125 -0.368 -0.343 0.150 -0.442 -0.009 0.162 | -| phi_p | -0.015 1.000 -0.013 -0.026 0.017 0.016 -0.001 -0.011 -0.095 -0.048 0.016 -0.009 -0.007 -0.012 0.014 0.952 -0.005 0.020 0.020 0.018 -0.006 0.011 0.004 0.061 | -| p4040_s | 0.107 -0.013 1.000 0.241 -0.002 -0.138 -0.052 0.042 -0.008 0.091 -0.472 -0.144 -0.225 0.149 -0.320 -0.017 0.123 -0.267 -0.163 -0.133 0.104 0.098 -0.281 0.033 | -| Dbar_p | 0.626 -0.026 0.241 1.000 -0.015 -0.654 0.592 0.055 -0.078 0.113 -0.219 -0.037 -0.740 0.916 -0.534 -0.029 0.002 -0.484 -0.507 -0.701 0.548 -0.558 -0.094 0.221 | -| omega_p | -0.010 0.017 -0.002 -0.015 1.000 0.009 -0.014 -0.018 0.147 0.003 0.001 0.001 0.009 -0.015 0.007 0.019 0.000 0.004 0.008 0.009 -0.015 0.009 0.001 -0.046 | -| psi2s_p | -0.367 0.016 -0.138 -0.654 0.009 1.000 -0.327 -0.037 0.045 -0.092 0.242 -0.004 0.596 -0.507 0.354 0.018 -0.012 0.409 0.407 0.378 -0.323 0.491 0.133 -0.128 | -| DDstar_p | 0.696 -0.001 -0.052 0.592 -0.014 -0.327 1.000 0.026 -0.086 -0.168 0.231 -0.097 -0.343 0.717 -0.134 -0.000 -0.148 -0.022 -0.033 -0.235 0.587 -0.330 0.110 0.238 | -| rho_p | 0.057 -0.011 0.042 0.055 -0.018 -0.037 0.026 1.000 0.271 0.265 -0.025 0.052 -0.039 0.043 -0.017 0.005 0.020 -0.031 -0.060 -0.027 0.051 0.029 0.018 0.143 | -| omega_s | -0.050 -0.095 -0.008 -0.078 0.147 0.045 -0.086 0.271 1.000 0.056 -0.008 0.013 0.046 -0.087 0.033 -0.074 0.003 0.013 0.042 0.045 -0.094 0.059 0.003 -0.459 | -| bplus_2 | -0.193 -0.048 0.091 0.113 0.003 -0.092 -0.168 0.265 0.056 1.000 -0.149 0.100 -0.211 0.013 -0.108 -0.076 -0.014 -0.122 -0.138 -0.158 -0.096 0.368 0.038 -0.061 | -| p4160_p | 0.030 0.016 -0.472 -0.219 0.001 0.242 0.231 -0.025 -0.008 -0.149 1.000 -0.056 0.458 0.082 0.389 0.018 -0.125 0.463 0.214 0.345 0.020 -0.140 0.533 0.013 | -| p4160_s | -0.034 -0.009 -0.144 -0.037 0.001 -0.004 -0.097 0.052 0.013 0.100 -0.056 1.000 0.024 -0.031 0.283 -0.016 0.291 -0.000 0.090 0.054 -0.010 0.176 -0.116 -0.019 | -| jpsi_p | -0.370 -0.007 -0.225 -0.740 0.009 0.596 -0.343 -0.039 0.046 -0.211 0.458 0.024 1.000 -0.508 0.561 -0.007 -0.071 0.498 0.387 0.667 -0.319 0.229 0.289 -0.137 | -| DDstar_s | 0.686 -0.012 0.149 0.916 -0.015 -0.507 0.717 0.043 -0.087 0.013 0.082 -0.031 -0.508 1.000 -0.325 -0.013 -0.061 -0.274 -0.427 -0.517 0.588 -0.579 0.113 0.242 | -| p4040_p | -0.252 0.014 -0.320 -0.534 0.007 0.354 -0.134 -0.017 0.033 -0.108 0.389 0.283 0.561 -0.325 1.000 0.013 0.006 0.465 0.419 0.486 -0.216 0.199 0.302 -0.092 | -| phi_s | -0.015 0.952 -0.017 -0.029 0.019 0.018 -0.000 0.005 -0.074 -0.076 0.018 -0.016 -0.007 -0.013 0.013 1.000 -0.008 0.021 0.025 0.017 -0.011 0.006 0.001 0.045 | -| p4415_s | 0.013 -0.005 0.123 0.002 0.000 -0.012 -0.148 0.020 0.003 -0.014 -0.125 0.291 -0.071 -0.061 0.006 -0.008 1.000 -0.100 -0.046 -0.033 0.021 0.174 -0.180 -0.003 | -| p3770_p | -0.125 0.020 -0.267 -0.484 0.004 0.409 -0.022 -0.031 0.013 -0.122 0.463 -0.000 0.498 -0.274 0.465 0.021 -0.100 1.000 0.140 0.324 -0.109 0.135 0.274 -0.044 | -| Dbar_s | -0.368 0.020 -0.163 -0.507 0.008 0.407 -0.033 -0.060 0.042 -0.138 0.214 0.090 0.387 -0.427 0.419 0.025 -0.046 0.140 1.000 0.490 -0.331 0.556 0.159 -0.127 | -| p3770_s | -0.343 0.018 -0.133 -0.701 0.009 0.378 -0.235 -0.027 0.045 -0.158 0.345 0.054 0.667 -0.517 0.486 0.017 -0.033 0.324 0.490 1.000 -0.292 0.339 0.214 -0.126 | -| bplus_0 | 0.150 -0.006 0.104 0.548 -0.015 -0.323 0.587 0.051 -0.094 -0.096 0.020 -0.010 -0.319 0.588 -0.216 -0.011 0.021 -0.109 -0.331 -0.292 1.000 -0.382 -0.004 0.271 | -| Ctt | -0.442 0.011 0.098 -0.558 0.009 0.491 -0.330 0.029 0.059 0.368 -0.140 0.176 0.229 -0.579 0.199 0.006 0.174 0.135 0.556 0.339 -0.382 1.000 -0.072 -0.151 | -| p4415_p | -0.009 0.004 -0.281 -0.094 0.001 0.133 0.110 0.018 0.003 0.038 0.533 -0.116 0.289 0.113 0.302 0.001 -0.180 0.274 0.159 0.214 -0.004 -0.072 1.000 -0.001 | -| rho_s | 0.162 0.061 0.033 0.221 -0.046 -0.128 0.238 0.143 -0.459 -0.061 0.013 -0.019 -0.137 0.242 -0.092 0.045 -0.003 -0.044 -0.127 -0.126 0.271 -0.151 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.031116714066452777}), (, {'error': 0.6728907790789798}), (, {'error': 0.1735962922252785}), (, {'error': 2.98586356796192}), (, {'error': 0.37634178235383065}), (, {'error': 0.043387306110520996}), (, {'error': 0.5795587643115434}), (, {'error': 0.23209144970964557}), (, {'error': 0.8986627015558226}), (, {'error': 0.07226053077242911}), (, {'error': 0.13684036675548672}), (, {'error': 0.15603839074612624}), (, {'error': 0.045571363356411876}), (, {'error': 0.4022037780994635}), (, {'error': 0.26073894173522594}), (, {'error': 2.4074740284385223}), (, {'error': 0.17898959771327438}), (, {'error': 0.14821835356065183}), (, {'error': 0.13615206544748304}), (, {'error': 0.33219278637462346}), (, {'error': 0.013106243898075576}), (, {'error': 0.20677879597062154}), (, {'error': 0.17811941410887777}), (, {'error': 0.3038074059294712})]) -Toy 9/25 -Time taken: 47 min, 34 s -Projected time left: 1 h, 24 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.045E+05 | Ncalls=514 (525 total) | -| EDM = 1.07E+09 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 304469.0212459548 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.820 | 0.026 | | | -2 | 2 | | -| 1 | phi_p | 4.486 | 0.006 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.832 | 0.001 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -3.663 | 0.023 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 2.978 | 0.007 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.99 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 3.705 | 0.018 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.582E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 0.429E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 1.501 | 0.003 | | | -2 | 2 | | -| 10| p4160_p | 0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 0.351E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -2.935E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | 2.62 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.971 | 0.005 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.684 | 0.001 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.903E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 1.527 | 0.002 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -1.583 | 0.013 | | | -2 | 2 | | -| 21| Ctt | 1.369 | 0.001 | | | -1.5 | 1.5 | | -| 22| p4415_p | 2.471 | 0.021 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 2.892E-1 | 0.008E-1 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.447 -0.401 -0.957 -0.009 0.993 0.960 -0.061 -0.011 0.871 -0.722 0.621 -0.997 -0.380 0.990 -0.059 -0.200 0.978 -0.275 -0.397 0.990 0.589 -0.932 0.105 | -| phi_p | 0.447 1.000 -0.180 -0.430 -0.004 0.446 0.431 -0.027 -0.005 0.392 -0.325 0.279 -0.448 -0.171 0.445 -0.026 -0.090 0.440 -0.123 -0.179 0.445 0.265 -0.419 0.047 | -| p4040_s | -0.401 -0.180 1.000 0.386 0.004 -0.400 -0.387 0.024 0.004 -0.351 0.291 -0.250 0.402 0.153 -0.398 0.024 0.081 -0.394 0.111 0.160 -0.399 -0.237 0.375 -0.042 | -| Dbar_p | -0.957 -0.430 0.386 1.000 0.009 -0.956 -0.924 0.058 0.011 -0.838 0.695 -0.598 0.960 0.366 -0.952 0.057 0.193 -0.941 0.264 0.383 -0.952 -0.567 0.897 -0.101 | -| omega_p | -0.009 -0.004 0.004 0.009 1.000 -0.009 -0.009 0.001 0.000 -0.008 0.007 -0.006 0.009 0.004 -0.009 0.001 0.002 -0.009 0.003 0.004 -0.009 -0.006 0.009 -0.001 | -| psi2s_p | 0.993 0.446 -0.400 -0.956 -0.009 1.000 0.958 -0.060 -0.011 0.870 -0.721 0.620 -0.996 -0.379 0.988 -0.059 -0.200 0.976 -0.274 -0.397 0.988 0.588 -0.930 0.105 | -| DDstar_p | 0.960 0.431 -0.387 -0.924 -0.009 0.958 1.000 -0.058 -0.011 0.841 -0.697 0.599 -0.962 -0.366 0.955 -0.057 -0.193 0.944 -0.265 -0.384 0.955 0.569 -0.899 0.101 | -| rho_p | -0.061 -0.027 0.024 0.058 0.001 -0.060 -0.058 1.000 0.001 -0.053 0.044 -0.038 0.061 0.023 -0.060 0.004 0.012 -0.059 0.017 0.024 -0.060 -0.036 0.057 -0.006 | -| omega_s | -0.011 -0.005 0.004 0.011 0.000 -0.011 -0.011 0.001 1.000 -0.010 0.008 -0.007 0.011 0.004 -0.011 0.001 0.002 -0.011 0.003 0.004 -0.011 -0.007 0.010 -0.001 | -| bplus_2 | 0.871 0.392 -0.351 -0.838 -0.008 0.870 0.841 -0.053 -0.010 1.000 -0.633 0.544 -0.873 -0.333 0.867 -0.052 -0.175 0.857 -0.240 -0.348 0.867 0.516 -0.816 0.092 | -| p4160_p | -0.722 -0.325 0.291 0.695 0.007 -0.721 -0.697 0.044 0.008 -0.633 1.000 -0.451 0.724 0.276 -0.719 0.043 0.145 -0.710 0.199 0.289 -0.719 -0.428 0.677 -0.076 | -| p4160_s | 0.621 0.279 -0.250 -0.598 -0.006 0.620 0.599 -0.038 -0.007 0.544 -0.451 1.000 -0.623 -0.237 0.618 -0.037 -0.125 0.611 -0.171 -0.248 0.618 0.368 -0.582 0.066 | -| jpsi_p | -0.997 -0.448 0.402 0.960 0.009 -0.996 -0.962 0.061 0.011 -0.873 0.724 -0.623 1.000 0.381 -0.992 0.059 0.201 -0.981 0.275 0.399 -0.992 -0.591 0.934 -0.105 | -| DDstar_s | -0.380 -0.171 0.153 0.366 0.004 -0.379 -0.366 0.023 0.004 -0.333 0.276 -0.237 0.381 1.000 -0.378 0.022 0.077 -0.374 0.105 0.152 -0.378 -0.225 0.356 -0.040 | -| p4040_p | 0.990 0.445 -0.398 -0.952 -0.009 0.988 0.955 -0.060 -0.011 0.867 -0.719 0.618 -0.992 -0.378 1.000 -0.059 -0.199 0.973 -0.273 -0.396 0.985 0.586 -0.927 0.105 | -| phi_s | -0.059 -0.026 0.024 0.057 0.001 -0.059 -0.057 0.004 0.001 -0.052 0.043 -0.037 0.059 0.022 -0.059 1.000 0.012 -0.058 0.016 0.024 -0.059 -0.035 0.055 -0.006 | -| p4415_s | -0.200 -0.090 0.081 0.193 0.002 -0.200 -0.193 0.012 0.002 -0.175 0.145 -0.125 0.201 0.077 -0.199 0.012 1.000 -0.197 0.055 0.080 -0.199 -0.119 0.188 -0.021 | -| p3770_p | 0.978 0.440 -0.394 -0.941 -0.009 0.976 0.944 -0.059 -0.011 0.857 -0.710 0.611 -0.981 -0.374 0.973 -0.058 -0.197 1.000 -0.270 -0.391 0.973 0.579 -0.916 0.103 | -| Dbar_s | -0.275 -0.123 0.111 0.264 0.003 -0.274 -0.265 0.017 0.003 -0.240 0.199 -0.171 0.275 0.105 -0.273 0.016 0.055 -0.270 1.000 0.110 -0.273 -0.163 0.257 -0.029 | -| p3770_s | -0.397 -0.179 0.160 0.383 0.004 -0.397 -0.384 0.024 0.004 -0.348 0.289 -0.248 0.399 0.152 -0.396 0.024 0.080 -0.391 0.110 1.000 -0.396 -0.236 0.372 -0.042 | -| bplus_0 | 0.990 0.445 -0.399 -0.952 -0.009 0.988 0.955 -0.060 -0.011 0.867 -0.719 0.618 -0.992 -0.378 0.985 -0.059 -0.199 0.973 -0.273 -0.396 1.000 0.586 -0.927 0.105 | -| Ctt | 0.589 0.265 -0.237 -0.567 -0.006 0.588 0.569 -0.036 -0.007 0.516 -0.428 0.368 -0.591 -0.225 0.586 -0.035 -0.119 0.579 -0.163 -0.236 0.586 1.000 -0.552 0.062 | -| p4415_p | -0.932 -0.419 0.375 0.897 0.009 -0.930 -0.899 0.057 0.010 -0.816 0.677 -0.582 0.934 0.356 -0.927 0.055 0.188 -0.916 0.257 0.372 -0.927 -0.552 1.000 -0.098 | -| rho_s | 0.105 0.047 -0.042 -0.101 -0.001 0.105 0.101 -0.006 -0.001 0.092 -0.076 0.066 -0.105 -0.040 0.105 -0.006 -0.021 0.103 -0.029 -0.042 0.105 0.062 -0.098 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.025782072995478522}), (, {'error': 0.0057154674814619}), (, {'error': 0.0007308618370087672}), (, {'error': 0.0227588521790687}), (, {'error': 0.006579474615609371}), (, {'error': 0.03799561366598159}), (, {'error': 0.01839337287578857}), (, {'error': 0.002729995225944748}), (, {'error': 0.0008334988900027263}), (, {'error': 0.0031181510953544045}), (, {'error': 0.000868120161707786}), (, {'error': 0.0010260407483779765}), (, {'error': 6.673026725042227}), (, {'error': 7.675618842101217e-05}), (, {'error': 0.04682180965255345}), (, {'error': 0.0048705736338217065}), (, {'error': 0.0012083402077768257}), (, {'error': 0.03665614283570484}), (, {'error': 0.0003452796854198359}), (, {'error': 0.0015713635815761684}), (, {'error': 0.01321610460292888}), (, {'error': 0.0008749968180672418}), (, {'error': 0.021442223080721412}), (, {'error': 0.0007998926129921258})]) -Toy 10/25 -Time taken: 51 min, 2 s -Projected time left: 1 h, 16 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1592 (1592 total) | -| EDM = 9.65E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297130.03895485663 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.92 | 0.07 | | | -2 | 2 | | -| 1 | phi_p | -5.65 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 6.0 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 6.3 | 1.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 6.13 | 0.21 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.17 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | -2.30 | 0.12 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.672 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.44 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.80 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.7 | 1.2 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.02 | 0.20 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.50 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.22 | 0.11 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.75 | 0.25 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.48 | 0.03 | | | -2 | 2 | | -| 21| Ctt | -0.41 | 0.19 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.22 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.003 0.019 -0.016 0.004 0.004 -0.021 -0.079 -0.140 -0.106 0.014 0.003 0.030 -0.093 0.021 -0.093 -0.045 -0.075 -0.083 -0.020 -0.940 0.085 0.069 0.273 | -| phi_p | 0.003 1.000 -0.012 0.009 0.002 0.001 0.009 -0.200 -0.084 0.056 0.004 -0.014 -0.011 0.003 -0.001 0.706 -0.004 0.007 -0.008 -0.003 0.002 -0.013 -0.008 -0.003 | -| p4040_s | 0.019 -0.012 1.000 -0.144 0.000 -0.015 0.011 0.039 -0.011 -0.079 -0.485 0.138 -0.102 -0.085 -0.212 -0.033 0.188 -0.148 -0.036 0.081 -0.052 0.328 -0.221 0.024 | -| Dbar_p | -0.016 0.009 -0.144 1.000 -0.000 0.286 -0.184 -0.006 -0.011 0.170 0.347 -0.094 0.523 -0.049 0.267 -0.001 -0.052 0.475 -0.181 0.320 -0.055 -0.080 0.100 0.023 | -| omega_p | 0.004 0.002 0.000 -0.000 1.000 -0.000 -0.000 0.008 -0.069 0.001 -0.000 0.000 0.001 0.001 -0.000 -0.002 0.000 -0.000 0.001 -0.000 -0.005 -0.001 -0.000 0.021 | -| psi2s_p | 0.004 0.001 -0.015 0.286 -0.000 1.000 0.113 0.006 -0.003 -0.001 0.078 -0.036 0.245 -0.004 -0.019 -0.007 0.009 0.170 -0.233 -0.167 -0.011 0.267 0.024 0.004 | -| DDstar_p | -0.021 0.009 0.011 -0.184 -0.000 0.113 1.000 -0.009 -0.003 0.067 0.301 0.022 0.300 0.085 0.179 0.007 -0.035 0.105 0.166 0.112 -0.007 -0.145 0.193 0.006 | -| rho_p | -0.079 -0.200 0.039 -0.006 0.008 0.006 -0.009 1.000 0.260 -0.241 -0.002 0.050 -0.011 -0.016 0.007 -0.128 0.006 -0.008 0.012 0.018 0.078 0.094 0.039 0.153 | -| omega_s | -0.140 -0.084 -0.011 -0.011 -0.069 -0.003 -0.003 0.260 1.000 -0.012 0.006 -0.011 -0.020 -0.025 0.003 -0.015 -0.014 -0.001 -0.026 -0.002 0.156 0.001 0.003 -0.391 | -| bplus_2 | -0.106 0.056 -0.079 0.170 0.001 -0.001 0.067 -0.241 -0.012 1.000 0.045 -0.104 0.274 0.173 0.038 0.124 0.084 0.074 0.030 0.085 -0.084 -0.635 -0.165 0.015 | -| p4160_p | 0.014 0.004 -0.485 0.347 -0.000 0.078 0.301 -0.002 0.006 0.045 1.000 -0.168 0.381 0.083 0.385 0.004 -0.076 0.335 -0.209 0.176 0.019 -0.268 0.376 -0.016 | -| p4160_s | 0.003 -0.014 0.138 -0.094 0.000 -0.036 0.022 0.050 -0.011 -0.104 -0.168 1.000 -0.094 -0.042 0.252 -0.040 0.314 -0.066 -0.026 0.020 -0.046 0.265 -0.212 0.024 | -| jpsi_p | 0.030 -0.011 -0.102 0.523 0.001 0.245 0.300 -0.011 -0.020 0.274 0.381 -0.094 1.000 0.021 0.264 -0.029 -0.088 0.284 -0.183 0.312 -0.103 -0.286 0.152 0.031 | -| DDstar_s | -0.093 0.003 -0.085 -0.049 0.001 -0.004 0.085 -0.016 -0.025 0.173 0.083 -0.042 0.021 1.000 0.057 -0.007 -0.027 0.119 -0.073 0.083 -0.080 -0.035 -0.032 0.056 | -| p4040_p | 0.021 -0.001 -0.212 0.267 -0.000 -0.019 0.179 0.007 0.003 0.038 0.385 0.252 0.264 0.057 1.000 -0.004 -0.019 0.281 -0.239 0.107 0.001 -0.193 0.234 -0.009 | -| phi_s | -0.093 0.706 -0.033 -0.001 -0.002 -0.007 0.007 -0.128 -0.015 0.124 0.004 -0.040 -0.029 -0.007 -0.004 1.000 -0.016 0.006 -0.027 -0.015 0.106 -0.045 -0.022 -0.069 | -| p4415_s | -0.045 -0.004 0.188 -0.052 0.000 0.009 -0.035 0.006 -0.014 0.084 -0.076 0.314 -0.088 -0.027 -0.019 -0.016 1.000 -0.083 0.059 -0.004 -0.052 0.196 -0.176 0.031 | -| p3770_p | -0.075 0.007 -0.148 0.475 -0.000 0.170 0.105 -0.008 -0.001 0.074 0.335 -0.066 0.284 0.119 0.281 0.006 -0.083 1.000 0.028 -0.034 0.023 -0.154 0.146 -0.003 | -| Dbar_s | -0.083 -0.008 -0.036 -0.181 0.001 -0.233 0.166 0.012 -0.026 0.030 -0.209 -0.026 -0.183 -0.073 -0.239 -0.027 0.059 0.028 1.000 -0.263 -0.075 -0.357 -0.178 0.057 | -| p3770_s | -0.020 -0.003 0.081 0.320 -0.000 -0.167 0.112 0.018 -0.002 0.085 0.176 0.020 0.312 0.083 0.107 -0.015 -0.004 -0.034 -0.263 1.000 -0.011 -0.056 0.093 0.000 | -| bplus_0 | -0.940 0.002 -0.052 -0.055 -0.005 -0.011 -0.007 0.078 0.156 -0.084 0.019 -0.046 -0.103 -0.080 0.001 0.106 -0.052 0.023 -0.075 -0.011 1.000 0.031 0.000 -0.316 | -| Ctt | 0.085 -0.013 0.328 -0.080 -0.001 0.267 -0.145 0.094 0.001 -0.635 -0.268 0.265 -0.286 -0.035 -0.193 -0.045 0.196 -0.154 -0.357 -0.056 0.031 1.000 -0.026 -0.010 | -| p4415_p | 0.069 -0.008 -0.221 0.100 -0.000 0.024 0.193 0.039 0.003 -0.165 0.376 -0.212 0.152 -0.032 0.234 -0.022 -0.176 0.146 -0.178 0.093 0.000 -0.026 1.000 -0.008 | -| rho_s | 0.273 -0.003 0.024 0.023 0.021 0.004 0.006 0.153 -0.391 0.015 -0.016 0.024 0.031 0.056 -0.009 -0.069 0.031 -0.003 0.057 0.000 -0.316 -0.010 -0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0653872180767392}), (, {'error': 0.21894008407638976}), (, {'error': 0.17477586962552427}), (, {'error': 0.6020475809013286}), (, {'error': 0.07960718592752158}), (, {'error': 0.03420813454683991}), (, {'error': 1.449764435945652}), (, {'error': 0.21483858190120664}), (, {'error': 0.9071434389058237}), (, {'error': 0.090158412076208}), (, {'error': 0.1166259678038648}), (, {'error': 0.1725146194626226}), (, {'error': 0.031174873621239385}), (, {'error': 0.4445823172681583}), (, {'error': 0.21387129494959556}), (, {'error': 1.1889233231277139}), (, {'error': 0.19567157701903437}), (, {'error': 0.12175625763339415}), (, {'error': 0.10862611899936303}), (, {'error': 0.2511057454143204}), (, {'error': 0.034103255944363364}), (, {'error': 0.19103789977544172}), (, {'error': 0.21338603142000578}), (, {'error': 0.328330338130429})]) -Toy 11/25 -Time taken: 57 min, 8 s -Projected time left: 1 h, 12 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=2087 (2087 total) | -| EDM = 6.56E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297145.4036560093 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 5.89 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.73 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -2.5 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -5.6 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 6.27 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.08 | 0.44 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.24 | 0.07 | | | -2 | 2 | | -| 10| p4160_p | 4.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.62 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.65 | 0.20 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.99 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.46 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.13 | 0.29 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.426 | 0.017 | | | -2 | 2 | | -| 21| Ctt | -0.008 | 0.221 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.001 0.073 0.374 -0.058 -0.179 -0.032 0.096 -0.023 -0.219 -0.291 -0.002 -0.196 -0.160 -0.246 0.011 0.169 -0.071 0.339 -0.204 -0.799 -0.267 -0.249 -0.132 | -| phi_p | -0.001 1.000 0.006 -0.004 -0.064 0.002 -0.000 0.098 -0.077 0.027 -0.000 0.008 -0.003 -0.001 0.002 0.594 0.003 -0.002 0.002 0.004 0.010 0.008 0.005 0.032 | -| p4040_s | 0.073 0.006 1.000 0.028 0.005 0.019 -0.002 0.048 -0.002 0.066 -0.457 0.017 -0.064 0.086 -0.230 -0.017 0.180 -0.105 -0.071 0.091 0.027 0.292 -0.239 0.043 | -| Dbar_p | 0.374 -0.004 0.028 1.000 0.013 -0.545 -0.101 0.033 -0.009 0.018 -0.610 -0.098 -0.665 0.097 -0.571 -0.027 0.114 -0.202 0.557 -0.606 0.061 -0.521 -0.391 0.117 | -| omega_p | -0.058 -0.064 0.005 0.013 1.000 -0.009 -0.002 -0.059 0.913 -0.013 -0.015 0.002 -0.033 -0.010 -0.012 0.013 0.009 -0.003 0.016 -0.010 0.086 -0.004 -0.011 0.414 | -| psi2s_p | -0.179 0.002 0.019 -0.545 -0.009 1.000 0.018 -0.006 -0.001 0.043 0.233 0.016 0.374 -0.032 0.161 0.006 -0.023 0.131 -0.262 0.093 -0.022 0.480 0.139 -0.047 | -| DDstar_p | -0.032 -0.000 -0.002 -0.101 -0.002 0.018 1.000 -0.000 -0.000 0.009 -0.017 0.000 -0.017 -0.005 0.010 0.001 -0.002 -0.011 -0.047 0.024 -0.003 0.070 -0.001 -0.008 | -| rho_p | 0.096 0.098 0.048 0.033 -0.059 -0.006 -0.000 1.000 0.041 0.276 -0.026 0.062 -0.027 0.014 -0.007 0.105 0.016 -0.015 0.021 -0.001 -0.084 0.086 0.035 0.220 | -| omega_s | -0.023 -0.077 -0.002 -0.009 0.913 -0.001 -0.000 0.041 1.000 -0.023 -0.002 -0.004 -0.025 -0.005 -0.002 0.018 0.001 -0.002 -0.001 -0.001 0.027 0.000 -0.004 0.223 | -| bplus_2 | -0.219 0.027 0.066 0.018 -0.013 0.043 0.009 0.276 -0.023 1.000 -0.005 0.127 -0.171 0.125 0.004 -0.087 -0.073 0.017 -0.074 -0.045 0.008 0.564 0.195 0.109 | -| p4160_p | -0.291 -0.000 -0.457 -0.610 -0.015 0.233 -0.017 -0.026 -0.002 -0.005 1.000 -0.071 0.467 -0.117 0.472 0.013 -0.137 0.275 -0.232 0.327 -0.017 0.050 0.456 -0.080 | -| p4160_s | -0.002 0.008 0.017 -0.098 0.002 0.016 0.000 0.062 -0.004 0.127 -0.071 1.000 -0.001 0.037 0.324 -0.023 0.312 0.010 -0.112 0.075 0.042 0.267 -0.153 0.039 | -| jpsi_p | -0.196 -0.003 -0.064 -0.665 -0.033 0.374 -0.017 -0.027 -0.025 -0.171 0.467 -0.001 1.000 -0.060 0.388 -0.003 -0.116 0.171 -0.195 0.466 0.011 0.109 0.242 -0.072 | -| DDstar_s | -0.160 -0.001 0.086 0.097 -0.010 -0.032 -0.005 0.014 -0.005 0.125 -0.117 0.037 -0.060 1.000 -0.080 -0.005 0.044 -0.127 0.089 -0.088 -0.000 -0.005 -0.000 -0.024 | -| p4040_p | -0.246 0.002 -0.230 -0.571 -0.012 0.161 0.010 -0.007 -0.002 0.004 0.472 0.324 0.388 -0.080 1.000 0.007 -0.043 0.248 -0.280 0.277 -0.007 0.117 0.311 -0.062 | -| phi_s | 0.011 0.594 -0.017 -0.027 0.013 0.006 0.001 0.105 0.018 -0.087 0.013 -0.023 -0.003 -0.005 0.007 1.000 -0.009 -0.000 -0.016 0.004 -0.022 -0.025 -0.008 0.052 | -| p4415_s | 0.169 0.003 0.180 0.114 0.009 -0.023 -0.002 0.016 0.001 -0.073 -0.137 0.312 -0.116 0.044 -0.043 -0.009 1.000 -0.074 0.051 -0.042 0.025 0.136 -0.209 0.044 | -| p3770_p | -0.071 -0.002 -0.105 -0.202 -0.003 0.131 -0.011 -0.015 -0.002 0.017 0.275 0.010 0.171 -0.127 0.248 -0.000 -0.074 1.000 0.140 -0.080 0.019 0.015 0.151 -0.014 | -| Dbar_s | 0.339 0.002 -0.071 0.557 0.016 -0.262 -0.047 0.021 -0.001 -0.074 -0.232 -0.112 -0.195 0.089 -0.280 -0.016 0.051 0.140 1.000 -0.292 0.045 -0.444 -0.242 0.094 | -| p3770_s | -0.204 0.004 0.091 -0.606 -0.010 0.093 0.024 -0.001 -0.001 -0.045 0.327 0.075 0.466 -0.088 0.277 0.004 -0.042 -0.080 -0.292 1.000 0.008 0.238 0.207 -0.051 | -| bplus_0 | -0.799 0.010 0.027 0.061 0.086 -0.022 -0.003 -0.084 0.027 0.008 -0.017 0.042 0.011 -0.000 -0.007 -0.022 0.025 0.019 0.045 0.008 1.000 -0.026 -0.001 0.262 | -| Ctt | -0.267 0.008 0.292 -0.521 -0.004 0.480 0.070 0.086 0.000 0.564 0.050 0.267 0.109 -0.005 0.117 -0.025 0.136 0.015 -0.444 0.238 -0.026 1.000 0.157 -0.003 | -| p4415_p | -0.249 0.005 -0.239 -0.391 -0.011 0.139 -0.001 0.035 -0.004 0.195 0.456 -0.153 0.242 -0.000 0.311 -0.008 -0.209 0.151 -0.242 0.207 -0.001 0.157 1.000 -0.032 | -| rho_s | -0.132 0.032 0.043 0.117 0.414 -0.047 -0.008 0.220 0.223 0.109 -0.080 0.039 -0.072 -0.024 -0.062 0.052 0.044 -0.014 0.094 -0.051 0.262 -0.003 -0.032 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03538386617775213}), (, {'error': 0.22533775035341108}), (, {'error': 0.17790479771090417}), (, {'error': 0.7041776769442256}), (, {'error': 0.612503675234148}), (, {'error': 0.03875423368007613}), (, {'error': 0.31346121840355234}), (, {'error': 0.43563298404466977}), (, {'error': 4.044936823002764}), (, {'error': 0.07454615683838572}), (, {'error': 0.12553075343012488}), (, {'error': 0.16855302281962725}), (, {'error': 0.03393753217061457}), (, {'error': 0.12738549488573359}), (, {'error': 0.29830751979351255}), (, {'error': 0.9973410046326165}), (, {'error': 0.1993899909638827}), (, {'error': 0.13506742560136975}), (, {'error': 0.4564575225424966}), (, {'error': 0.2851567697767866}), (, {'error': 0.016504355605707177}), (, {'error': 0.220949753761855}), (, {'error': 0.3435819033089038}), (, {'error': 0.3873112193009207})]) -Toy 12/25 -Time taken: 1 h, 4 min -Projected time left: 1 h, 9 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1333 (1333 total) | -| EDM = 0.00124 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297117.8852137814 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.91 | 0.06 | | | -2 | 2 | | -| 1 | phi_p | -5.77 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.81 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -4.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 0.4 | 1.2 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 0.09 | 0.32 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 7.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | -2.04 | 0.17 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.65 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.82 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.2 | 1.5 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.11 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.43 | 0.15 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.29 | 0.06 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.69 | 0.27 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.459 | 0.030 | | | -2 | 2 | | -| 21| Ctt | -0.10 | 0.22 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.24 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.018 0.119 0.061 0.041 0.192 -0.328 -0.149 -0.128 -0.167 0.238 0.102 0.247 -0.250 0.208 -0.047 -0.074 -0.030 -0.091 0.129 -0.808 0.009 0.288 0.164 | -| phi_p | 0.018 1.000 -0.006 -0.009 0.006 0.012 -0.026 -0.218 -0.100 0.061 0.018 -0.012 0.009 -0.011 0.009 0.811 -0.003 0.011 -0.002 0.003 -0.003 -0.025 0.007 -0.095 | -| p4040_s | 0.119 -0.006 1.000 0.180 -0.012 0.134 -0.231 0.050 0.022 -0.163 -0.148 0.100 0.098 -0.163 -0.033 -0.012 0.165 -0.142 -0.122 0.194 0.014 0.295 0.036 -0.020 | -| Dbar_p | 0.061 -0.009 0.180 1.000 -0.002 -0.286 0.324 -0.001 0.024 -0.218 -0.437 0.133 -0.549 0.323 -0.242 0.017 0.024 -0.709 -0.132 -0.231 0.098 0.616 -0.178 -0.054 | -| omega_p | 0.041 0.006 -0.012 -0.002 1.000 -0.023 0.041 -0.049 -0.494 0.038 -0.030 -0.012 -0.024 0.029 -0.025 -0.025 0.007 -0.007 0.010 -0.019 -0.073 0.000 -0.032 0.287 | -| psi2s_p | 0.192 0.012 0.134 -0.286 -0.023 1.000 -0.652 0.043 0.044 -0.126 0.483 0.078 0.593 -0.364 0.288 0.015 -0.006 0.300 -0.038 0.090 0.054 -0.115 0.425 -0.074 | -| DDstar_p | -0.328 -0.026 -0.231 0.324 0.041 -0.652 1.000 -0.062 -0.082 0.192 -0.801 -0.212 -0.863 0.563 -0.619 -0.042 0.055 -0.368 0.214 -0.509 -0.116 0.357 -0.729 0.144 | -| rho_p | -0.149 -0.218 0.050 -0.001 -0.049 0.043 -0.062 1.000 0.424 -0.282 0.047 0.068 0.038 -0.056 0.049 -0.139 -0.007 0.011 -0.018 0.049 0.203 0.076 0.079 0.143 | -| omega_s | -0.128 -0.100 0.022 0.024 -0.494 0.044 -0.082 0.424 1.000 -0.077 0.059 0.022 0.042 -0.062 0.049 -0.027 -0.017 0.002 -0.024 0.035 0.204 0.001 0.064 -0.350 | -| bplus_2 | -0.167 0.061 -0.163 -0.218 0.038 -0.126 0.192 -0.282 -0.077 1.000 -0.104 -0.202 0.015 0.205 -0.115 0.099 0.105 0.101 0.126 -0.033 -0.177 -0.555 -0.278 -0.009 | -| p4160_p | 0.238 0.018 -0.148 -0.437 -0.030 0.483 -0.801 0.047 0.059 -0.104 1.000 0.058 0.770 -0.399 0.585 0.027 -0.103 0.489 -0.051 0.403 0.079 -0.544 0.695 -0.105 | -| p4160_s | 0.102 -0.012 0.100 0.133 -0.012 0.078 -0.212 0.068 0.022 -0.202 0.058 1.000 0.089 -0.125 0.368 -0.023 0.303 -0.055 -0.090 0.107 0.015 0.200 0.068 -0.009 | -| jpsi_p | 0.247 0.009 0.098 -0.549 -0.024 0.593 -0.863 0.038 0.042 0.015 0.770 0.089 1.000 -0.485 0.557 0.006 -0.073 0.498 -0.047 0.497 0.010 -0.572 0.610 -0.078 | -| DDstar_s | -0.250 -0.011 -0.163 0.323 0.029 -0.364 0.563 -0.056 -0.062 0.205 -0.399 -0.125 -0.485 1.000 -0.303 -0.022 0.007 -0.186 0.088 -0.232 -0.091 0.224 -0.404 0.103 | -| p4040_p | 0.208 0.009 -0.033 -0.242 -0.025 0.288 -0.619 0.049 0.049 -0.115 0.585 0.368 0.557 -0.303 1.000 0.013 -0.020 0.352 -0.038 0.267 0.058 -0.396 0.526 -0.080 | -| phi_s | -0.047 0.811 -0.012 0.017 -0.025 0.015 -0.042 -0.139 -0.027 0.099 0.027 -0.023 0.006 -0.022 0.013 1.000 -0.012 -0.000 -0.011 -0.001 0.087 -0.040 0.011 -0.135 | -| p4415_s | -0.074 -0.003 0.165 0.024 0.007 -0.006 0.055 -0.007 -0.017 0.105 -0.103 0.303 -0.073 0.007 -0.020 -0.012 1.000 -0.073 -0.011 -0.002 -0.041 0.194 -0.142 0.034 | -| p3770_p | -0.030 0.011 -0.142 -0.709 -0.007 0.300 -0.368 0.011 0.002 0.101 0.489 -0.055 0.498 -0.186 0.352 -0.000 -0.073 1.000 0.126 0.080 -0.003 -0.505 0.279 -0.004 | -| Dbar_s | -0.091 -0.002 -0.122 -0.132 0.010 -0.038 0.214 -0.018 -0.024 0.126 -0.051 -0.090 -0.047 0.088 -0.038 -0.011 -0.011 0.126 1.000 0.011 -0.052 0.001 -0.119 0.044 | -| p3770_s | 0.129 0.003 0.194 -0.231 -0.019 0.090 -0.509 0.049 0.035 -0.033 0.403 0.107 0.497 -0.232 0.267 -0.001 -0.002 0.080 0.011 1.000 0.033 -0.292 0.356 -0.051 | -| bplus_0 | -0.808 -0.003 0.014 0.098 -0.073 0.054 -0.116 0.203 0.204 -0.177 0.079 0.015 0.010 -0.091 0.058 0.087 -0.041 -0.003 -0.052 0.033 1.000 0.044 0.081 -0.306 | -| Ctt | 0.009 -0.025 0.295 0.616 0.000 -0.115 0.357 0.076 0.001 -0.555 -0.544 0.200 -0.572 0.224 -0.396 -0.040 0.194 -0.505 0.001 -0.292 0.044 1.000 -0.255 0.038 | -| p4415_p | 0.288 0.007 0.036 -0.178 -0.032 0.425 -0.729 0.079 0.064 -0.278 0.695 0.068 0.610 -0.404 0.526 0.011 -0.142 0.279 -0.119 0.356 0.081 -0.255 1.000 -0.096 | -| rho_s | 0.164 -0.095 -0.020 -0.054 0.287 -0.074 0.144 0.143 -0.350 -0.009 -0.105 -0.009 -0.078 0.103 -0.080 -0.135 0.034 -0.004 0.044 -0.051 -0.306 0.038 -0.096 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06305089258006857}), (, {'error': 0.29698228342273314}), (, {'error': 0.18420596403047895}), (, {'error': 0.6499696590470583}), (, {'error': 0.09494662402771947}), (, {'error': 0.04156618205046314}), (, {'error': 1.157977860120163}), (, {'error': 0.3205711703082952}), (, {'error': 1.1300891589661646}), (, {'error': 0.0908228793429684}), (, {'error': 0.17267738713745961}), (, {'error': 0.17312000250294823}), (, {'error': 0.05682800801931798}), (, {'error': 0.5013032295644951}), (, {'error': 0.2794126354012523}), (, {'error': 1.467591837901276}), (, {'error': 0.19002936036207474}), (, {'error': 0.15387261343418412}), (, {'error': 0.06390755795291775}), (, {'error': 0.26904769998006506}), (, {'error': 0.03000154333989824}), (, {'error': 0.22418999249650384}), (, {'error': 0.27802742175595263}), (, {'error': 0.38731724339909973})]) -Toy 13/25 -Time taken: 1 h, 9 min -Projected time left: 1 h, 4 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1474 (1474 total) | -| EDM = 0.000495 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297189.8188575659 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.92 | 0.05 | | | -2 | 2 | | -| 1 | phi_p | 6.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.21 | 0.19 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -1.7 | 1.0 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 1.4 | 1.0 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 6.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.34 | 0.10 | | | -2 | 2 | | -| 10| p4160_p | -2.22 | 0.12 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.05 | 0.18 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.624 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.68 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.50 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -3.07 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.29 | 0.09 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.65 | 0.26 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.495 | 0.021 | | | -2 | 2 | | -| 21| Ctt | -0.23 | 0.27 | | | -1.5 | 1.5 | | -| 22| p4415_p | 3.96 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.000 -0.179 -0.095 -0.001 -0.092 -0.541 0.013 0.033 -0.449 0.008 -0.157 -0.126 -0.036 0.025 0.027 0.068 0.257 0.019 0.103 -0.640 -0.084 -0.283 -0.052 | -| phi_p | -0.000 1.000 -0.006 -0.004 0.005 0.002 -0.006 -0.088 0.011 -0.022 0.005 -0.006 0.015 -0.000 0.003 -0.680 -0.002 0.006 0.004 0.002 0.001 -0.003 -0.003 -0.016 | -| p4040_s | -0.179 -0.006 1.000 0.096 -0.002 0.076 0.306 0.068 0.024 0.235 -0.540 0.120 0.035 0.020 -0.269 -0.017 0.208 -0.202 0.011 0.042 0.005 0.218 -0.111 -0.038 | -| Dbar_p | -0.095 -0.004 0.096 1.000 -0.001 -0.247 0.710 0.080 0.011 0.196 -0.337 -0.042 0.165 0.030 -0.434 -0.026 0.173 0.172 -0.464 -0.484 0.043 -0.688 -0.148 -0.004 | -| omega_p | -0.001 0.005 -0.002 -0.001 1.000 -0.000 -0.003 0.007 -0.133 -0.005 0.001 -0.002 0.001 -0.000 0.001 -0.008 -0.000 0.002 0.001 0.001 0.005 -0.001 -0.002 0.025 | -| psi2s_p | -0.092 0.002 0.076 -0.247 -0.000 1.000 -0.033 -0.002 0.007 0.084 -0.049 0.022 0.029 -0.010 -0.071 -0.002 0.006 -0.104 0.016 -0.166 -0.016 0.374 0.026 -0.022 | -| DDstar_p | -0.541 -0.006 0.306 0.710 -0.003 -0.033 1.000 0.071 0.055 0.493 -0.283 0.181 0.278 0.052 -0.315 -0.022 0.137 -0.209 -0.337 -0.389 -0.022 -0.375 0.157 -0.124 | -| rho_p | 0.013 -0.088 0.068 0.080 0.007 -0.002 0.071 1.000 0.316 0.288 -0.036 0.077 0.010 0.004 -0.020 0.098 0.027 0.001 -0.036 -0.015 -0.033 0.052 0.049 0.070 | -| omega_s | 0.033 0.011 0.024 0.011 -0.133 0.007 0.055 0.316 1.000 0.082 -0.008 0.022 0.001 0.004 -0.006 0.036 -0.004 -0.035 -0.004 -0.012 -0.121 0.012 0.029 -0.466 | -| bplus_2 | -0.449 -0.022 0.235 0.196 -0.005 0.084 0.493 0.288 0.082 1.000 -0.092 0.231 -0.055 0.035 -0.098 -0.064 -0.035 -0.156 -0.043 -0.166 -0.073 0.355 0.289 -0.099 | -| p4160_p | 0.008 0.005 -0.540 -0.337 0.001 -0.049 -0.283 -0.036 -0.008 -0.092 1.000 -0.173 0.025 -0.040 0.302 0.005 -0.157 0.109 0.003 0.118 0.003 -0.019 0.316 0.003 | -| p4160_s | -0.157 -0.006 0.120 -0.042 -0.002 0.022 0.181 0.077 0.022 0.231 -0.173 1.000 -0.028 0.011 0.269 -0.021 0.322 -0.144 0.046 0.017 0.019 0.248 -0.045 -0.028 | -| jpsi_p | -0.126 0.015 0.035 0.165 0.001 0.029 0.278 0.010 0.001 -0.055 0.025 -0.028 1.000 -0.017 -0.029 -0.033 -0.022 -0.059 -0.313 0.011 0.036 -0.328 0.061 -0.024 | -| DDstar_s | -0.036 -0.000 0.020 0.030 -0.000 -0.010 0.052 0.004 0.004 0.035 -0.040 0.011 -0.017 1.000 -0.034 -0.001 0.009 -0.030 -0.018 -0.029 -0.002 -0.008 -0.007 -0.008 | -| p4040_p | 0.025 0.003 -0.269 -0.434 0.001 -0.071 -0.315 -0.020 -0.006 -0.098 0.302 0.269 -0.029 -0.034 1.000 0.001 -0.067 0.068 0.068 0.141 0.013 0.131 0.189 0.006 | -| phi_s | 0.027 -0.680 -0.017 -0.026 -0.008 -0.002 -0.022 0.098 0.036 -0.064 0.005 -0.021 -0.033 -0.001 0.001 1.000 -0.008 -0.009 0.011 0.001 -0.028 -0.009 -0.015 -0.014 | -| p4415_s | 0.068 -0.002 0.208 0.173 -0.000 0.006 0.137 0.027 -0.004 -0.035 -0.157 0.322 -0.022 0.009 -0.067 -0.008 1.000 -0.026 -0.061 -0.053 0.029 0.047 -0.185 0.019 | -| p3770_p | 0.257 0.006 -0.202 0.172 0.002 -0.104 -0.209 0.001 -0.035 -0.156 0.109 -0.144 -0.059 -0.030 0.068 -0.009 -0.026 1.000 -0.261 -0.281 0.075 -0.206 -0.104 0.084 | -| Dbar_s | 0.019 0.004 0.011 -0.464 0.001 0.016 -0.337 -0.036 -0.004 -0.043 0.003 0.046 -0.313 -0.018 0.068 0.011 -0.061 -0.261 1.000 0.123 -0.023 0.346 -0.002 -0.001 | -| p3770_s | 0.103 0.002 0.042 -0.484 0.001 -0.166 -0.389 -0.015 -0.012 -0.166 0.118 0.017 0.011 -0.029 0.141 0.001 -0.053 -0.281 0.123 1.000 0.026 0.254 0.027 0.024 | -| bplus_0 | -0.640 0.001 0.005 0.043 0.005 -0.016 -0.022 -0.033 -0.121 -0.073 0.003 0.019 0.036 -0.002 0.013 -0.028 0.029 0.075 -0.023 0.026 1.000 -0.025 -0.009 0.273 | -| Ctt | -0.084 -0.003 0.218 -0.688 -0.001 0.374 -0.375 0.052 0.012 0.355 -0.019 0.248 -0.328 -0.008 0.131 -0.009 0.047 -0.206 0.346 0.254 -0.025 1.000 0.116 -0.010 | -| p4415_p | -0.283 -0.003 -0.111 -0.148 -0.002 0.026 0.157 0.049 0.029 0.289 0.316 -0.045 0.061 -0.007 0.189 -0.015 -0.185 -0.104 -0.002 0.027 -0.009 0.116 1.000 -0.060 | -| rho_s | -0.052 -0.016 -0.038 -0.004 0.025 -0.022 -0.124 0.070 -0.466 -0.099 0.003 -0.028 -0.024 -0.008 0.006 -0.014 0.019 0.084 -0.001 0.024 0.273 -0.010 -0.060 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05413479535042143}), (, {'error': 0.9499429681091769}), (, {'error': 0.18551505141284452}), (, {'error': 1.0153114308880458}), (, {'error': 0.13009202125144714}), (, {'error': 0.03424078262279373}), (, {'error': 0.961330674369862}), (, {'error': 0.5982579148281535}), (, {'error': 0.9811152074285907}), (, {'error': 0.10353724010591348}), (, {'error': 0.11728861845636307}), (, {'error': 0.17765387464337057}), (, {'error': 0.026279410653200053}), (, {'error': 0.38820028559453357}), (, {'error': 0.16980245004877914}), (, {'error': 1.0836945711555543}), (, {'error': 0.19491443082946147}), (, {'error': 0.12054309772395322}), (, {'error': 0.09452002550300337}), (, {'error': 0.2617650498930215}), (, {'error': 0.021290315945031724}), (, {'error': 0.26727480002965665}), (, {'error': 0.15763580939468547}), (, {'error': 0.3248202776704201})]) -Toy 14/25 -Time taken: 1 h, 15 min -Projected time left: 59 min, 35 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.994E+05 | Ncalls=588 (599 total) | -| EDM = 4.44E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299390.48661660525 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 1.996 | 0.001 | | | -2 | 2 | | -| 1 | phi_p | 1.673 | 0.015 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.295 | 0.031 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -5.17 | 0.04 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 4.948 | 0.016 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 0.528 | 0.021 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -2.72 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 4.860 | 0.022 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 8.305 | 0.008 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -1.961 | 0.002 | | | -2 | 2 | | -| 10| p4160_p | -5.44 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 1.982 | 0.007 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.842 | 0.010 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -2.939E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | 2.2 | 7.9 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 15.268 | 0.007 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.959 | 0.004 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -1.873 | 0.007 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -1.149E-1 | 0.027E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 0.408E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.827 | 0.012 | | | -2 | 2 | | -| 21| Ctt | 0.588 | 0.016 | | | -1.5 | 1.5 | | -| 22| p4415_p | -0.851 | 0.011 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.738 | 0.003 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.174 -0.926 0.850 0.215 0.887 -0.914 0.688 -0.058 0.704 -0.929 -0.572 0.889 -0.561 -0.932 -0.027 0.641 0.338 0.857 -0.009 0.930 -0.885 0.270 -0.139 | -| phi_p | -0.174 1.000 0.186 -0.171 -0.043 -0.178 0.183 -0.137 0.012 -0.141 0.186 0.115 -0.178 0.112 0.187 0.005 -0.128 -0.068 -0.172 0.002 -0.186 0.177 -0.054 0.028 | -| p4040_s | -0.926 0.186 1.000 -0.905 -0.229 -0.945 0.973 -0.732 0.062 -0.749 0.989 0.609 -0.947 0.597 0.993 0.029 -0.682 -0.360 -0.912 0.010 -0.990 0.942 -0.287 0.148 | -| Dbar_p | 0.850 -0.171 -0.905 1.000 0.211 0.867 -0.894 0.673 -0.057 0.688 -0.909 -0.559 0.869 -0.548 -0.912 -0.027 0.627 0.331 0.837 -0.009 0.910 -0.865 0.264 -0.136 | -| omega_p | 0.215 -0.043 -0.229 0.211 1.000 0.220 -0.226 0.168 -0.014 0.174 -0.230 -0.142 0.220 -0.139 -0.231 -0.007 0.159 0.084 0.212 -0.002 0.230 -0.219 0.067 -0.035 | -| psi2s_p | 0.887 -0.178 -0.945 0.867 0.220 1.000 -0.933 0.702 -0.059 0.718 -0.948 -0.584 0.907 -0.572 -0.952 -0.028 0.654 0.345 0.874 -0.009 0.949 -0.903 0.275 -0.142 | -| DDstar_p | -0.914 0.183 0.973 -0.894 -0.226 -0.933 1.000 -0.723 0.061 -0.740 0.977 0.601 -0.934 0.590 0.980 0.029 -0.674 -0.355 -0.901 0.010 -0.978 0.930 -0.284 0.146 | -| rho_p | 0.688 -0.137 -0.732 0.673 0.168 0.702 -0.723 1.000 -0.046 0.557 -0.735 -0.452 0.703 -0.444 -0.738 -0.022 0.507 0.267 0.678 -0.007 0.736 -0.700 0.214 -0.109 | -| omega_s | -0.058 0.012 0.062 -0.057 -0.014 -0.059 0.061 -0.046 1.000 -0.047 0.062 0.038 -0.060 0.038 0.063 0.002 -0.043 -0.023 -0.057 0.001 -0.062 0.059 -0.018 0.009 | -| bplus_2 | 0.704 -0.141 -0.749 0.688 0.174 0.718 -0.740 0.557 -0.047 1.000 -0.752 -0.463 0.719 -0.454 -0.755 -0.022 0.519 0.273 0.693 -0.007 0.753 -0.716 0.218 -0.112 | -| p4160_p | -0.929 0.186 0.989 -0.909 -0.230 -0.948 0.977 -0.735 0.062 -0.752 1.000 0.611 -0.950 0.599 0.997 0.029 -0.685 -0.361 -0.916 0.010 -0.994 0.946 -0.288 0.148 | -| p4160_s | -0.572 0.115 0.609 -0.559 -0.142 -0.584 0.601 -0.452 0.038 -0.463 0.611 1.000 -0.585 0.369 0.613 0.018 -0.421 -0.222 -0.563 0.006 -0.612 0.582 -0.177 0.091 | -| jpsi_p | 0.889 -0.178 -0.947 0.869 0.220 0.907 -0.934 0.703 -0.060 0.719 -0.950 -0.585 1.000 -0.573 -0.954 -0.028 0.655 0.346 0.876 -0.009 0.951 -0.905 0.276 -0.142 | -| DDstar_s | -0.561 0.112 0.597 -0.548 -0.139 -0.572 0.590 -0.444 0.038 -0.454 0.599 0.369 -0.573 1.000 0.601 0.018 -0.413 -0.218 -0.553 0.006 -0.600 0.571 -0.174 0.090 | -| p4040_p | -0.932 0.187 0.993 -0.912 -0.231 -0.952 0.980 -0.738 0.063 -0.755 0.997 0.613 -0.954 0.601 1.000 0.029 -0.687 -0.362 -0.919 0.010 -0.997 0.949 -0.289 0.149 | -| phi_s | -0.027 0.005 0.029 -0.027 -0.007 -0.028 0.029 -0.022 0.002 -0.022 0.029 0.018 -0.028 0.018 0.029 1.000 -0.020 -0.011 -0.027 0.000 -0.029 0.028 -0.009 0.004 | -| p4415_s | 0.641 -0.128 -0.682 0.627 0.159 0.654 -0.674 0.507 -0.043 0.519 -0.685 -0.421 0.655 -0.413 -0.687 -0.020 1.000 0.249 0.631 -0.007 0.685 -0.652 0.201 -0.102 | -| p3770_p | 0.338 -0.068 -0.360 0.331 0.084 0.345 -0.355 0.267 -0.023 0.273 -0.361 -0.222 0.346 -0.218 -0.362 -0.011 0.249 1.000 0.333 -0.004 0.361 -0.343 0.105 -0.054 | -| Dbar_s | 0.857 -0.172 -0.912 0.837 0.212 0.874 -0.901 0.678 -0.057 0.693 -0.916 -0.563 0.876 -0.553 -0.919 -0.027 0.631 0.333 1.000 -0.009 0.916 -0.872 0.266 -0.137 | -| p3770_s | -0.009 0.002 0.010 -0.009 -0.002 -0.009 0.010 -0.007 0.001 -0.007 0.010 0.006 -0.009 0.006 0.010 0.000 -0.007 -0.004 -0.009 1.000 -0.010 0.009 -0.003 0.001 | -| bplus_0 | 0.930 -0.186 -0.990 0.910 0.230 0.949 -0.978 0.736 -0.062 0.753 -0.994 -0.612 0.951 -0.600 -0.997 -0.029 0.685 0.361 0.916 -0.010 1.000 -0.946 0.289 -0.149 | -| Ctt | -0.885 0.177 0.942 -0.865 -0.219 -0.903 0.930 -0.700 0.059 -0.716 0.946 0.582 -0.905 0.571 0.949 0.028 -0.652 -0.343 -0.872 0.009 -0.946 1.000 -0.275 0.141 | -| p4415_p | 0.270 -0.054 -0.287 0.264 0.067 0.275 -0.284 0.214 -0.018 0.218 -0.288 -0.177 0.276 -0.174 -0.289 -0.009 0.201 0.105 0.266 -0.003 0.289 -0.275 1.000 -0.043 | -| rho_s | -0.139 0.028 0.148 -0.136 -0.035 -0.142 0.146 -0.109 0.009 -0.112 0.148 0.091 -0.142 0.090 0.149 0.004 -0.102 -0.054 -0.137 0.001 -0.149 0.141 -0.043 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.001150205254876635}), (, {'error': 0.014670750644206088}), (, {'error': 0.030573085749089235}), (, {'error': 0.03730366810109498}), (, {'error': 0.015584583948603736}), (, {'error': 0.020960171986017073}), (, {'error': 0.07497513357212626}), (, {'error': 0.022394191098394245}), (, {'error': 0.008164472712079984}), (, {'error': 0.0024724263715582007}), (, {'error': 0.1489633499059586}), (, {'error': 0.006969882732602128}), (, {'error': 0.00958944174067522}), (, {'error': 0.0002836421746322537}), (, {'error': 7.858590017688776}), (, {'error': 0.007492691095400517}), (, {'error': 0.0044235029079298105}), (, {'error': 0.007291242117816843}), (, {'error': 0.0026892067065942965}), (, {'error': 0.00045919193005117265}), (, {'error': 0.012236191357376969}), (, {'error': 0.015504644310333271}), (, {'error': 0.011373295552588925}), (, {'error': 0.0029370575902039064})]) -Toy 15/25 -Time taken: 1 h, 19 min -Projected time left: 53 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1485 (1485 total) | -| EDM = 5.95E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297141.60604007455 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.868 | 0.007 | | | -2 | 2 | | -| 1 | phi_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.005 | 1.404 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -4.04 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.26 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.929 | 0.022 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.16 | 0.36 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 7.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.34 | 0.04 | | | -2 | 2 | | -| 10| p4160_p | -1.59 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.39 | 0.15 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 4.723 | 0.018 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 14| p4040_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.5 | 0.7 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.15 | 0.13 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.38 | 0.07 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.009 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.29 | 0.16 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.481 | 0.004 | | | -2 | 2 | | -| 21| Ctt | -0.77 | 0.11 | | | -1.5 | 1.5 | | -| 22| p4415_p | 4.31 | 0.14 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.69 | 0.24 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.006 -0.247 0.192 0.008 0.116 -0.008 0.056 0.004 -0.188 -0.131 -0.106 -0.055 -0.048 0.246 -0.015 0.117 -0.077 -0.017 0.103 -0.306 0.128 -0.085 0.019 | -| phi_p | 0.006 1.000 -0.001 -0.000 0.010 -0.001 0.000 0.022 -0.006 0.013 -0.000 -0.000 -0.013 0.001 0.001 0.349 -0.001 -0.002 0.000 0.000 0.006 -0.001 0.000 0.010 | -| p4040_s | -0.247 -0.001 1.000 0.062 -0.001 -0.237 0.045 0.007 0.001 0.135 0.295 0.702 -0.000 -0.054 -0.997 -0.003 0.053 0.308 0.043 -0.274 -0.224 -0.678 0.346 -0.012 | -| Dbar_p | 0.192 -0.000 0.062 1.000 -0.000 -0.011 -0.005 -0.005 -0.004 0.125 0.035 0.004 0.223 0.037 -0.061 -0.003 -0.012 0.203 0.010 0.001 0.185 -0.118 -0.020 0.010 | -| omega_p | 0.008 0.010 -0.001 -0.000 1.000 -0.001 0.000 -0.053 0.491 0.017 -0.000 0.000 -0.014 0.001 0.001 0.019 -0.001 -0.002 0.000 0.000 0.006 -0.002 0.001 0.089 | -| psi2s_p | 0.116 -0.001 -0.237 -0.011 -0.001 1.000 0.012 0.001 -0.004 -0.048 -0.125 -0.212 -0.037 0.036 0.237 -0.005 -0.022 -0.034 0.012 -0.215 0.106 0.213 -0.127 0.009 | -| DDstar_p | -0.008 0.000 0.045 -0.005 0.000 0.012 1.000 0.001 0.000 0.005 0.039 0.035 0.033 0.002 -0.045 -0.000 0.000 0.025 -0.000 0.007 -0.006 -0.028 0.026 -0.001 | -| rho_p | 0.056 0.022 0.007 -0.005 -0.053 0.001 0.001 1.000 0.198 0.144 0.009 0.013 -0.069 0.005 -0.007 0.066 -0.006 -0.008 0.002 0.007 0.034 -0.021 0.015 0.107 | -| omega_s | 0.004 -0.006 0.001 -0.004 0.491 -0.004 0.000 0.198 1.000 0.006 -0.000 -0.001 -0.014 0.002 -0.001 0.031 -0.003 -0.001 0.001 -0.003 -0.010 -0.003 -0.000 -0.194 | -| bplus_2 | -0.188 0.013 0.135 0.125 0.017 -0.048 0.005 0.144 0.006 1.000 0.107 0.143 -0.014 -0.014 -0.134 -0.051 -0.055 0.054 -0.001 0.001 -0.188 0.168 0.150 0.026 | -| p4160_p | -0.131 -0.000 0.295 0.035 -0.000 -0.125 0.039 0.009 -0.000 0.107 1.000 0.191 0.001 -0.021 -0.294 -0.005 0.064 0.164 0.029 -0.088 -0.116 -0.361 0.225 -0.005 | -| p4160_s | -0.106 -0.000 0.702 0.004 0.000 -0.212 0.035 0.013 -0.001 0.143 0.191 1.000 -0.016 -0.021 -0.700 -0.008 0.151 0.212 0.032 -0.172 -0.089 -0.398 0.170 -0.004 | -| jpsi_p | -0.055 -0.013 -0.000 0.223 -0.014 -0.037 0.033 -0.069 -0.014 -0.014 0.001 -0.016 1.000 -0.005 0.001 0.015 -0.011 0.010 0.019 -0.004 -0.064 0.094 -0.003 0.002 | -| DDstar_s | -0.048 0.001 -0.054 0.037 0.001 0.036 0.002 0.005 0.002 -0.014 -0.021 -0.021 -0.005 1.000 0.054 -0.001 0.019 -0.032 -0.004 0.016 -0.044 0.025 -0.005 -0.003 | -| p4040_p | 0.246 0.001 -0.997 -0.061 0.001 0.237 -0.045 -0.007 -0.001 -0.134 -0.294 -0.700 0.001 0.054 1.000 0.003 -0.053 -0.307 -0.043 0.273 0.223 0.676 -0.345 0.012 | -| phi_s | -0.015 0.349 -0.003 -0.003 0.019 -0.005 -0.000 0.066 0.031 -0.051 -0.005 -0.008 0.015 -0.001 0.003 1.000 -0.001 0.000 -0.000 -0.008 -0.020 0.008 -0.007 0.001 | -| p4415_s | 0.117 -0.001 0.053 -0.012 -0.001 -0.022 0.000 -0.006 -0.003 -0.055 0.064 0.151 -0.011 0.019 -0.053 -0.001 1.000 -0.009 0.002 -0.010 0.107 0.089 -0.025 0.005 | -| p3770_p | -0.077 -0.002 0.308 0.203 -0.002 -0.034 0.025 -0.008 -0.001 0.054 0.164 0.212 0.010 -0.032 -0.307 0.000 -0.009 1.000 0.024 -0.206 -0.065 -0.265 0.132 -0.006 | -| Dbar_s | -0.017 0.000 0.043 0.010 0.000 0.012 -0.000 0.002 0.001 -0.001 0.029 0.032 0.019 -0.004 -0.043 -0.000 0.002 0.024 1.000 0.011 -0.015 -0.020 0.021 -0.001 | -| p3770_s | 0.103 0.000 -0.274 0.001 0.000 -0.215 0.007 0.007 -0.003 0.001 -0.088 -0.172 -0.004 0.016 0.273 -0.008 -0.010 -0.206 0.011 1.000 0.102 0.074 -0.085 0.004 | -| bplus_0 | -0.306 0.006 -0.224 0.185 0.006 0.106 -0.006 0.034 -0.010 -0.188 -0.116 -0.089 -0.064 -0.044 0.223 -0.020 0.107 -0.065 -0.015 0.102 1.000 0.123 -0.070 0.069 | -| Ctt | 0.128 -0.001 -0.678 -0.118 -0.002 0.213 -0.028 -0.021 -0.003 0.168 -0.361 -0.398 0.094 0.025 0.676 0.008 0.089 -0.265 -0.020 0.074 0.123 1.000 -0.242 0.008 | -| p4415_p | -0.085 0.000 0.346 -0.020 0.001 -0.127 0.026 0.015 -0.000 0.150 0.225 0.170 -0.003 -0.005 -0.345 -0.007 -0.025 0.132 0.021 -0.085 -0.070 -0.242 1.000 -0.001 | -| rho_s | 0.019 0.010 -0.012 0.010 0.089 0.009 -0.001 0.107 -0.194 0.026 -0.005 -0.004 0.002 -0.003 0.012 0.001 0.005 -0.006 -0.001 0.004 0.069 0.008 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007411326815153663}), (, {'error': 0.1978891311950144}), (, {'error': 1.4037252193828231}), (, {'error': 0.13430687836402555}), (, {'error': 0.20291103808757427}), (, {'error': 0.021837758887478742}), (, {'error': 0.038706947124963254}), (, {'error': 0.3550994986234399}), (, {'error': 0.8157903521169976}), (, {'error': 0.03545277729563012}), (, {'error': 0.06044929566967783}), (, {'error': 0.1466287530490713}), (, {'error': 0.01793331605339432}), (, {'error': 0.01745321192263949}), (, {'error': 11.89848512969153}), (, {'error': 0.6737799125561992}), (, {'error': 0.13055793450636288}), (, {'error': 0.07388642414231605}), (, {'error': 0.008942441609410434}), (, {'error': 0.1576508951832376}), (, {'error': 0.00413030738012754}), (, {'error': 0.11486097642915477}), (, {'error': 0.14086614358718386}), (, {'error': 0.24109909878587787})]) -Toy 16/25 -Time taken: 1 h, 25 min -Projected time left: 48 min, 9 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.989E+05 | Ncalls=518 (529 total) | -| EDM = 2.29E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298942.59691166517 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -1.84 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | -3.0 | 10.8 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.523E-1 | 0.029E-1 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -0.52 | 0.06 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -6.087 | 0.009 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.532 | 0.014 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.67 | 0.05 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -4.38 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 4.905 | 0.010 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 1.02 | 0.07 | | | -2 | 2 | | -| 10| p4160_p | -0.722 | 0.023 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.012 | 0.009 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -2.35 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 2.122E-1 | 0.016E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.396 | 0.031 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 19.54 | 0.18 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.915 | 0.006 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 2.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 1.539E-1 | 0.019E-1 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.057 | 0.008 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.751 | 0.013 | | | -2 | 2 | | -| 21| Ctt | -1.500 | 0.000 | | | -1.5 | 1.5 | | -| 22| p4415_p | 2.93 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.721 | 0.013 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.996 0.054 -0.867 -0.370 -0.784 0.850 -0.938 -0.013 0.988 0.495 -0.366 -0.538 0.687 -0.232 0.987 0.108 -0.799 -0.668 -0.114 0.988 -0.085 -0.527 -0.914 | -| phi_p | -0.996 1.000 -0.054 0.872 0.371 0.788 -0.854 0.942 0.013 -0.992 -0.499 0.368 0.529 -0.690 0.233 -0.991 -0.108 0.802 0.670 0.115 -0.993 0.086 0.531 0.918 | -| p4040_s | 0.054 -0.054 1.000 -0.047 -0.020 -0.042 0.046 -0.051 -0.001 0.053 0.029 -0.020 -0.031 0.037 -0.010 0.053 0.006 -0.043 -0.036 -0.006 0.054 -0.005 -0.029 -0.049 | -| Dbar_p | -0.867 0.872 -0.047 1.000 0.324 0.690 -0.743 0.821 0.011 -0.864 -0.431 0.320 0.481 -0.602 0.203 -0.864 -0.094 0.702 0.573 0.099 -0.865 0.075 0.461 0.800 | -| omega_p | -0.370 0.371 -0.020 0.324 1.000 0.293 -0.317 0.349 0.005 -0.368 -0.185 0.137 0.196 -0.256 0.087 -0.368 -0.040 0.298 0.249 0.043 -0.369 0.032 0.197 0.341 | -| psi2s_p | -0.784 0.788 -0.042 0.690 0.293 1.000 -0.676 0.743 0.010 -0.782 -0.388 0.288 0.430 -0.543 0.182 -0.781 -0.085 0.621 0.527 0.085 -0.781 0.068 0.416 0.724 | -| DDstar_p | 0.850 -0.854 0.046 -0.743 -0.317 -0.676 1.000 -0.805 -0.011 0.847 0.419 -0.314 -0.470 0.599 -0.199 0.847 0.092 -0.689 -0.573 -0.098 0.847 -0.073 -0.450 -0.784 | -| rho_p | -0.938 0.942 -0.051 0.821 0.349 0.743 -0.805 1.000 0.012 -0.934 -0.470 0.347 0.498 -0.650 0.220 -0.933 -0.102 0.756 0.631 0.108 -0.936 0.081 0.500 0.864 | -| omega_s | -0.013 0.013 -0.001 0.011 0.005 0.010 -0.011 0.012 1.000 -0.012 -0.006 0.005 0.007 -0.009 0.003 -0.012 -0.001 0.010 0.008 0.001 -0.013 0.001 0.007 0.012 | -| bplus_2 | 0.988 -0.992 0.053 -0.864 -0.368 -0.782 0.847 -0.934 -0.012 1.000 0.495 -0.365 -0.531 0.685 -0.231 0.983 0.107 -0.796 -0.665 -0.114 0.985 -0.085 -0.527 -0.911 | -| p4160_p | 0.495 -0.499 0.029 -0.431 -0.185 -0.388 0.419 -0.470 -0.006 0.495 1.000 -0.180 -0.259 0.344 -0.117 0.495 0.052 -0.400 -0.335 -0.058 0.493 -0.043 -0.262 -0.458 | -| p4160_s | -0.366 0.368 -0.020 0.320 0.137 0.288 -0.314 0.347 0.005 -0.365 -0.180 1.000 0.203 -0.254 0.085 -0.365 -0.039 0.295 0.247 0.042 -0.365 0.032 0.198 0.338 | -| jpsi_p | -0.538 0.529 -0.031 0.481 0.196 0.430 -0.470 0.498 0.007 -0.531 -0.259 0.203 1.000 -0.380 0.129 -0.524 -0.059 0.450 0.370 0.067 -0.538 0.048 0.287 0.486 | -| DDstar_s | 0.687 -0.690 0.037 -0.602 -0.256 -0.543 0.599 -0.650 -0.009 0.685 0.344 -0.254 -0.380 1.000 -0.161 0.684 0.075 -0.554 -0.463 -0.079 0.685 -0.059 -0.366 -0.634 | -| p4040_p | -0.232 0.233 -0.010 0.203 0.087 0.182 -0.199 0.220 0.003 -0.231 -0.117 0.085 0.129 -0.161 1.000 -0.231 -0.025 0.187 0.156 0.027 -0.232 0.020 0.124 0.214 | -| phi_s | 0.987 -0.991 0.053 -0.864 -0.368 -0.781 0.847 -0.933 -0.012 0.983 0.495 -0.365 -0.524 0.684 -0.231 1.000 0.107 -0.795 -0.664 -0.114 0.984 -0.085 -0.526 -0.910 | -| p4415_s | 0.108 -0.108 0.006 -0.094 -0.040 -0.085 0.092 -0.102 -0.001 0.107 0.052 -0.039 -0.059 0.075 -0.025 0.107 1.000 -0.087 -0.073 -0.012 0.108 -0.009 -0.064 -0.099 | -| p3770_p | -0.799 0.802 -0.043 0.702 0.298 0.621 -0.689 0.756 0.010 -0.796 -0.400 0.295 0.450 -0.554 0.187 -0.795 -0.087 1.000 0.537 0.103 -0.797 0.069 0.426 0.737 | -| Dbar_s | -0.668 0.670 -0.036 0.573 0.249 0.527 -0.573 0.631 0.008 -0.665 -0.335 0.247 0.370 -0.463 0.156 -0.664 -0.073 0.537 1.000 0.077 -0.666 0.057 0.356 0.615 | -| p3770_s | -0.114 0.115 -0.006 0.099 0.043 0.085 -0.098 0.108 0.001 -0.114 -0.058 0.042 0.067 -0.079 0.027 -0.114 -0.012 0.103 0.077 1.000 -0.114 0.010 0.061 0.105 | -| bplus_0 | 0.988 -0.993 0.054 -0.865 -0.369 -0.781 0.847 -0.936 -0.013 0.985 0.493 -0.365 -0.538 0.685 -0.232 0.984 0.108 -0.797 -0.666 -0.114 1.000 -0.085 -0.525 -0.912 | -| Ctt | -0.085 0.086 -0.005 0.075 0.032 0.068 -0.073 0.081 0.001 -0.085 -0.043 0.032 0.048 -0.059 0.020 -0.085 -0.009 0.069 0.057 0.010 -0.085 1.000 0.046 0.079 | -| p4415_p | -0.527 0.531 -0.029 0.461 0.197 0.416 -0.450 0.500 0.007 -0.527 -0.262 0.198 0.287 -0.366 0.124 -0.526 -0.064 0.426 0.356 0.061 -0.525 0.046 1.000 0.487 | -| rho_s | -0.914 0.918 -0.049 0.800 0.341 0.724 -0.784 0.864 0.012 -0.911 -0.458 0.338 0.486 -0.634 0.214 -0.910 -0.099 0.737 0.615 0.105 -0.912 0.079 0.487 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03730831077213159}), (, {'error': 10.817146648466984}), (, {'error': 0.0028663193555327204}), (, {'error': 0.059823063426038825}), (, {'error': 0.009093606079818795}), (, {'error': 0.014471310050703678}), (, {'error': 0.04616295895279343}), (, {'error': 0.07735765378173642}), (, {'error': 0.009893679158730517}), (, {'error': 0.06694087690219908}), (, {'error': 0.023112006318668055}), (, {'error': 0.008586835301478857}), (, {'error': 0.04792250819961352}), (, {'error': 0.0016021317138306679}), (, {'error': 0.031143286618386945}), (, {'error': 0.17728970157411617}), (, {'error': 0.005866274930385718}), (, {'error': 0.03746453520343351}), (, {'error': 0.0019016451199696527}), (, {'error': 0.00845502848870594}), (, {'error': 0.012912947995998403}), (, {'error': 0.00020695023980410454}), (, {'error': 0.038848620896906993}), (, {'error': 0.013467609292478033})]) -Toy 17/25 -Time taken: 1 h, 29 min -Projected time left: 42 min, 8 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1247 (1247 total) | -| EDM = 3.59E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297352.0337491701 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 5.72 | 0.18 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.89 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 2.01 | 0.28 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -4.34 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -0.42 | 0.29 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 6.7 | 1.8 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.24 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | 4.22 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -1.632 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.56 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.15 | 0.20 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.19 | 0.23 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.488 | 0.021 | | | -2 | 2 | | -| 21| Ctt | -0.42 | 0.20 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.54 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.35 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.005 0.023 0.171 0.065 0.043 0.345 0.031 0.096 -0.268 0.002 0.004 0.067 -0.004 -0.003 0.024 0.145 0.111 -0.003 0.066 -0.846 -0.157 -0.064 -0.159 | -| phi_p | -0.005 1.000 0.003 0.006 -0.038 -0.001 0.005 0.087 -0.048 0.016 0.000 0.005 -0.022 0.000 0.002 0.437 0.001 -0.001 0.000 0.004 0.018 -0.001 0.003 0.038 | -| p4040_s | 0.023 0.003 1.000 -0.050 0.005 0.035 -0.119 0.045 0.004 0.085 -0.549 -0.032 -0.006 0.003 -0.238 -0.016 0.207 -0.159 -0.001 0.106 0.015 0.353 -0.197 0.008 | -| Dbar_p | 0.171 0.006 -0.050 1.000 -0.008 0.003 -0.079 0.021 -0.014 -0.080 0.041 -0.075 0.235 0.003 -0.064 -0.006 0.062 0.322 0.015 -0.010 0.032 -0.281 -0.072 0.037 | -| omega_p | 0.065 -0.038 0.005 -0.008 1.000 -0.007 -0.024 0.150 0.850 0.061 -0.005 0.009 -0.055 0.000 0.002 0.029 -0.009 -0.017 0.000 -0.003 -0.082 0.016 0.010 -0.072 | -| psi2s_p | 0.043 -0.001 0.035 0.003 -0.007 1.000 0.006 -0.004 -0.009 -0.017 -0.149 -0.090 -0.016 0.022 -0.246 -0.001 0.054 0.001 0.022 -0.408 -0.005 0.186 -0.111 0.009 | -| DDstar_p | 0.345 0.005 -0.119 -0.079 -0.024 0.006 1.000 -0.015 -0.034 -0.265 0.221 -0.071 0.195 0.025 0.082 0.010 0.014 0.271 0.002 0.157 0.026 -0.109 -0.038 0.064 | -| rho_p | 0.031 0.087 0.045 0.021 0.150 -0.004 -0.015 1.000 0.231 0.284 -0.004 0.073 -0.112 0.001 0.021 0.096 -0.013 -0.020 0.001 0.025 -0.016 0.108 0.063 0.179 | -| omega_s | 0.096 -0.048 0.004 -0.014 0.850 -0.009 -0.034 0.231 1.000 0.069 -0.007 0.008 -0.064 0.000 0.001 0.039 -0.013 -0.023 0.000 -0.006 -0.126 0.017 0.011 -0.311 | -| bplus_2 | -0.268 0.016 0.085 -0.080 0.061 -0.017 -0.265 0.284 0.069 1.000 -0.056 0.135 0.083 0.007 -0.027 -0.097 -0.167 -0.119 0.005 -0.093 -0.032 0.681 0.178 -0.031 | -| p4160_p | 0.002 0.000 -0.549 0.041 -0.005 -0.149 0.221 -0.004 -0.007 -0.056 1.000 -0.152 -0.013 0.035 0.137 -0.002 -0.146 0.235 0.023 -0.008 0.018 -0.393 0.267 0.006 | -| p4160_s | 0.004 0.005 -0.032 -0.075 0.009 -0.090 -0.071 0.073 0.008 0.135 -0.152 1.000 -0.047 0.008 0.326 -0.028 0.344 -0.064 0.003 0.008 0.035 0.238 -0.081 0.010 | -| jpsi_p | 0.067 -0.022 -0.006 0.235 -0.055 -0.016 0.195 -0.112 -0.064 0.083 -0.013 -0.047 1.000 0.045 -0.094 0.016 -0.005 0.075 0.036 -0.019 -0.043 0.212 -0.036 0.028 | -| DDstar_s | -0.004 0.000 0.003 0.003 0.000 0.022 0.025 0.001 0.000 0.007 0.035 0.008 0.045 1.000 0.023 -0.000 -0.002 0.019 -0.001 0.018 0.000 0.001 0.025 -0.000 | -| p4040_p | -0.003 0.002 -0.238 -0.064 0.002 -0.246 0.082 0.021 0.001 -0.027 0.137 0.326 -0.094 0.023 1.000 -0.011 0.016 0.143 0.018 -0.045 0.020 -0.243 0.120 0.002 | -| phi_s | 0.024 0.437 -0.016 -0.006 0.029 -0.001 0.010 0.096 0.039 -0.097 -0.002 -0.028 0.016 -0.000 -0.011 1.000 0.005 0.002 -0.000 -0.013 -0.022 -0.044 -0.025 0.037 | -| p4415_s | 0.145 0.001 0.207 0.062 -0.009 0.054 0.014 -0.013 -0.013 -0.167 -0.146 0.344 -0.005 -0.002 0.016 0.005 1.000 -0.059 -0.002 0.032 0.015 0.151 -0.196 0.022 | -| p3770_p | 0.111 -0.001 -0.159 0.322 -0.017 0.001 0.271 -0.020 -0.023 -0.119 0.235 -0.064 0.075 0.019 0.143 0.002 -0.059 1.000 0.025 -0.218 0.038 -0.248 0.036 0.029 | -| Dbar_s | -0.003 0.000 -0.001 0.015 0.000 0.022 0.002 0.001 0.000 0.005 0.023 0.003 0.036 -0.001 0.018 -0.000 -0.002 0.025 1.000 0.020 0.001 0.008 0.013 -0.000 | -| p3770_s | 0.066 0.004 0.106 -0.010 -0.003 -0.408 0.157 0.025 -0.006 -0.093 -0.008 0.008 -0.019 0.018 -0.045 -0.013 0.032 -0.218 0.020 1.000 0.046 -0.167 -0.018 0.017 | -| bplus_0 | -0.846 0.018 0.015 0.032 -0.082 -0.005 0.026 -0.016 -0.126 -0.032 0.018 0.035 -0.043 0.000 0.020 -0.022 0.015 0.038 0.001 0.046 1.000 -0.012 0.020 0.239 | -| Ctt | -0.157 -0.001 0.353 -0.281 0.016 0.186 -0.109 0.108 0.017 0.681 -0.393 0.238 0.212 0.001 -0.243 -0.044 0.151 -0.248 0.008 -0.167 -0.012 1.000 0.020 -0.008 | -| p4415_p | -0.064 0.003 -0.197 -0.072 0.010 -0.111 -0.038 0.063 0.011 0.178 0.267 -0.081 -0.036 0.025 0.120 -0.025 -0.196 0.036 0.013 -0.018 0.020 0.020 1.000 -0.001 | -| rho_s | -0.159 0.038 0.008 0.037 -0.072 0.009 0.064 0.179 -0.311 -0.031 0.006 0.010 0.028 -0.000 0.002 0.037 0.022 0.029 -0.000 0.017 0.239 -0.008 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04329092509099941}), (, {'error': 0.17707656497536028}), (, {'error': 0.17506220154863056}), (, {'error': 0.27754236414745037}), (, {'error': 0.4412944874802558}), (, {'error': 0.03164504633877652}), (, {'error': 0.30584166739100915}), (, {'error': 0.2927868658137225}), (, {'error': 1.764862525977835}), (, {'error': 0.08943062065343821}), (, {'error': 0.09735010432392421}), (, {'error': 0.16635691191714153}), (, {'error': 0.026515977290004322}), (, {'error': 0.01680666092568278}), (, {'error': 0.20191607301698666}), (, {'error': 0.8844996256013911}), (, {'error': 0.1977690796003721}), (, {'error': 0.09916542546322549}), (, {'error': 0.013349560745229833}), (, {'error': 0.2296164381068193}), (, {'error': 0.02133000942779195}), (, {'error': 0.20495773724486854}), (, {'error': 0.1793945195726161}), (, {'error': 0.3060721878730408})]) -Toy 18/25 -Time taken: 1 h, 35 min -Projected time left: 36 min, 59 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1423 (1423 total) | -| EDM = 7.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297281.737884224 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.906 | 0.025 | | | -2 | 2 | | -| 1 | phi_p | -5.75 | 0.24 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.96 | 0.19 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -5.8 | 1.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 0.27 | 1.30 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 5.8 | 1.0 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.08 | 0.08 | | | -2 | 2 | | -| 10| p4160_p | -2.31 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.671 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.37 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 21.1 | 1.3 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.80 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.43 | 0.30 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.437 | 0.012 | | | -2 | 2 | | -| 21| Ctt | 0.013 | 0.244 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.09 | 0.27 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.009 0.030 0.109 0.002 0.024 -0.207 -0.041 -0.031 -0.256 0.154 0.020 0.130 -0.224 0.064 -0.015 -0.051 -0.056 0.009 -0.041 -0.653 -0.068 0.178 0.059 | -| phi_p | 0.009 1.000 -0.001 -0.001 0.003 0.002 -0.005 -0.136 -0.060 0.020 0.004 -0.003 -0.012 0.000 0.001 0.749 -0.001 0.002 0.001 -0.000 0.007 0.002 0.000 -0.034 | -| p4040_s | 0.030 -0.001 1.000 0.495 -0.001 -0.106 -0.493 0.028 -0.010 -0.219 -0.387 0.078 0.013 -0.298 -0.299 -0.020 0.179 -0.302 0.323 -0.199 0.024 -0.217 -0.104 0.010 | -| Dbar_p | 0.109 -0.001 0.495 1.000 -0.001 -0.364 -0.919 0.037 -0.004 -0.439 -0.197 0.258 -0.084 -0.467 -0.396 -0.018 0.231 -0.511 0.708 -0.639 0.129 -0.772 0.085 -0.010 | -| omega_p | 0.002 0.003 -0.001 -0.001 1.000 -0.000 0.002 0.001 -0.152 0.004 -0.002 -0.001 -0.001 0.002 -0.001 -0.003 0.000 0.000 -0.000 -0.000 -0.006 0.000 -0.002 0.038 | -| psi2s_p | 0.024 0.002 -0.106 -0.364 -0.000 1.000 0.198 -0.007 0.008 0.115 0.169 -0.083 0.273 0.112 0.142 0.011 -0.058 0.236 -0.230 0.099 0.011 0.403 0.031 -0.016 | -| DDstar_p | -0.207 -0.005 -0.493 -0.919 0.002 0.198 1.000 -0.040 -0.012 0.426 -0.035 -0.302 -0.187 0.507 0.201 0.001 -0.228 0.427 -0.662 0.492 -0.213 0.736 -0.229 0.047 | -| rho_p | -0.041 -0.136 0.028 0.037 0.001 -0.007 -0.040 1.000 0.281 -0.167 0.007 0.036 0.010 -0.034 0.005 -0.085 0.012 -0.019 0.023 -0.009 0.061 0.003 0.035 0.070 | -| omega_s | -0.031 -0.060 -0.010 -0.004 -0.152 0.008 -0.012 0.281 1.000 0.028 0.025 -0.011 0.014 -0.022 0.013 -0.013 -0.013 0.004 -0.014 0.005 0.074 -0.013 0.014 -0.366 | -| bplus_2 | -0.256 0.020 -0.219 -0.439 0.004 0.115 0.426 -0.167 0.028 1.000 0.013 -0.176 0.108 0.288 0.123 0.099 -0.049 0.179 -0.284 0.280 -0.181 0.005 -0.211 -0.031 | -| p4160_p | 0.154 0.004 -0.387 -0.197 -0.002 0.169 -0.035 0.007 0.025 0.013 1.000 -0.071 0.411 0.073 0.326 0.020 -0.003 0.267 -0.075 0.213 0.140 -0.054 0.383 -0.060 | -| p4160_s | 0.020 -0.003 0.078 0.258 -0.001 -0.083 -0.302 0.036 -0.011 -0.176 -0.071 1.000 0.043 -0.184 0.225 -0.027 0.301 -0.116 0.149 -0.107 0.004 -0.081 -0.125 0.013 | -| jpsi_p | 0.130 -0.012 0.013 -0.084 -0.001 0.273 -0.187 0.010 0.014 0.108 0.411 0.043 1.000 -0.063 0.298 -0.008 -0.031 0.115 0.039 0.255 0.066 -0.126 0.240 -0.044 | -| DDstar_s | -0.224 0.000 -0.298 -0.467 0.002 0.112 0.507 -0.034 -0.022 0.288 0.073 -0.184 -0.063 1.000 0.142 -0.005 -0.160 0.305 -0.375 0.288 -0.213 0.364 -0.105 0.062 | -| p4040_p | 0.064 0.001 -0.299 -0.396 -0.001 0.142 0.201 0.005 0.013 0.123 0.326 0.225 0.298 0.142 1.000 0.007 -0.010 0.339 -0.267 0.300 0.034 0.188 0.156 -0.028 | -| phi_s | -0.015 0.749 -0.020 -0.018 -0.003 0.011 0.001 -0.085 -0.013 0.099 0.020 -0.027 -0.008 -0.005 0.007 1.000 -0.018 0.011 -0.020 0.005 0.054 -0.010 -0.002 -0.069 | -| p4415_s | -0.051 -0.001 0.179 0.231 0.000 -0.058 -0.228 0.012 -0.013 -0.049 -0.003 0.301 -0.031 -0.160 -0.010 -0.018 1.000 -0.142 0.147 -0.120 -0.052 -0.048 -0.064 0.025 | -| p3770_p | -0.056 0.002 -0.302 -0.511 0.000 0.236 0.427 -0.019 0.004 0.179 0.267 -0.116 0.115 0.305 0.339 0.011 -0.142 1.000 -0.220 0.179 -0.027 0.347 0.060 -0.007 | -| Dbar_s | 0.009 0.001 0.323 0.708 -0.000 -0.230 -0.662 0.023 -0.014 -0.284 -0.075 0.149 0.039 -0.375 -0.267 -0.020 0.147 -0.220 1.000 -0.439 0.026 -0.624 0.054 0.018 | -| p3770_s | -0.041 -0.000 -0.199 -0.639 -0.000 0.099 0.492 -0.009 0.005 0.280 0.213 -0.107 0.255 0.288 0.300 0.005 -0.120 0.179 -0.439 1.000 -0.057 0.439 0.015 -0.005 | -| bplus_0 | -0.653 0.007 0.024 0.129 -0.006 0.011 -0.213 0.061 0.074 -0.181 0.140 0.004 0.066 -0.213 0.034 0.054 -0.052 -0.027 0.026 -0.057 1.000 -0.091 0.142 -0.183 | -| Ctt | -0.068 0.002 -0.217 -0.772 0.000 0.403 0.736 0.003 -0.013 0.005 -0.054 -0.081 -0.126 0.364 0.188 -0.010 -0.048 0.347 -0.624 0.439 -0.091 1.000 -0.152 0.032 | -| p4415_p | 0.178 0.000 -0.104 0.085 -0.002 0.031 -0.229 0.035 0.014 -0.211 0.383 -0.125 0.240 -0.105 0.156 -0.002 -0.064 0.060 0.054 0.015 0.142 -0.152 1.000 -0.040 | -| rho_s | 0.059 -0.034 0.010 -0.010 0.038 -0.016 0.047 0.070 -0.366 -0.031 -0.060 0.013 -0.044 0.062 -0.028 -0.069 0.025 -0.007 0.018 -0.005 -0.183 0.032 -0.040 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.024625941125058226}), (, {'error': 0.24019709232578013}), (, {'error': 0.19107709281247565}), (, {'error': 1.3081547143920993}), (, {'error': 0.15733601138130204}), (, {'error': 0.035545002431435435}), (, {'error': 1.301664536873111}), (, {'error': 0.46786041755827057}), (, {'error': 0.9593655570310053}), (, {'error': 0.07678035344500911}), (, {'error': 0.11416021384958008}), (, {'error': 0.16571623119333045}), (, {'error': 0.030418068701113743}), (, {'error': 0.3751885209496961}), (, {'error': 0.21192594926856323}), (, {'error': 1.2544772009712766}), (, {'error': 0.18809983361600036}), (, {'error': 0.13067597497996797}), (, {'error': 0.4304153293025247}), (, {'error': 0.3020079603730679}), (, {'error': 0.011888621038713687}), (, {'error': 0.24413683237983308}), (, {'error': 0.26962016197450045}), (, {'error': 0.3394397074399076})]) -Toy 19/25 -Time taken: 1 h, 41 min -Projected time left: 31 min, 54 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=886 (886 total) | -| EDM = 6.71E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297125.76178651635 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.81 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 6.11 | 0.26 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.005 | 0.018 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -1.7 | 0.9 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.55 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -2.9 | 1.5 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.45 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | 4.50 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.17 | 0.16 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.71 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 14| p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.21 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.67 | 0.18 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.02 | 0.28 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.460 | 0.019 | | | -2 | 2 | | -| 21| Ctt | -0.7 | 0.3 | | | -1.5 | 1.5 | | -| 22| p4415_p | 4.02 | 0.23 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.011 0.002 -0.389 -0.069 -0.007 0.181 0.029 -0.005 -0.222 0.070 -0.058 0.181 -0.027 0.000 0.013 0.165 0.233 -0.160 0.014 -0.772 -0.352 -0.031 -0.170 | -| phi_p | 0.011 1.000 0.001 -0.024 0.036 0.016 0.030 0.114 0.007 0.002 0.026 -0.001 0.023 0.015 -0.002 0.702 -0.002 0.021 -0.006 0.016 0.004 -0.023 0.022 0.004 | -| p4040_s | 0.002 0.001 1.000 -0.030 0.001 0.024 0.046 0.001 -0.000 -0.021 0.049 0.008 0.046 0.019 -0.202 -0.001 -0.009 0.040 -0.005 0.027 0.004 -0.041 0.039 -0.001 | -| Dbar_p | -0.389 -0.024 -0.030 1.000 -0.044 -0.263 -0.789 -0.085 -0.002 0.389 -0.586 0.181 -0.709 -0.473 0.034 0.023 -0.043 -0.768 0.170 -0.270 -0.107 0.829 -0.357 -0.050 | -| omega_p | -0.069 0.036 0.001 -0.044 1.000 0.008 0.028 0.027 -0.424 -0.025 0.018 0.002 0.025 0.006 -0.001 0.015 0.011 0.032 -0.015 0.010 0.121 -0.030 0.012 0.528 | -| psi2s_p | -0.007 0.016 0.024 -0.263 0.008 1.000 0.588 0.018 -0.001 -0.178 0.518 -0.062 0.573 0.267 -0.039 -0.010 -0.054 0.435 -0.035 0.133 0.046 -0.251 0.423 -0.015 | -| DDstar_p | 0.181 0.030 0.046 -0.789 0.028 0.588 1.000 0.045 -0.002 -0.417 0.874 -0.155 0.938 0.497 -0.069 -0.014 -0.081 0.787 -0.040 0.545 0.095 -0.769 0.646 0.008 | -| rho_p | 0.029 0.114 0.001 -0.085 0.027 0.018 0.045 1.000 -0.008 0.200 0.030 0.067 0.037 0.020 -0.004 0.107 0.011 0.045 -0.034 0.019 0.040 0.001 0.061 0.094 | -| omega_s | -0.005 0.007 -0.000 -0.002 -0.424 -0.001 -0.002 -0.008 1.000 0.007 -0.001 0.003 0.002 -0.001 0.000 -0.013 0.001 0.001 -0.001 -0.000 0.009 0.002 0.000 0.034 | -| bplus_2 | -0.222 0.002 -0.021 0.389 -0.025 -0.178 -0.417 0.200 0.007 1.000 -0.350 0.268 -0.482 -0.134 0.024 -0.053 -0.069 -0.359 0.105 -0.275 -0.152 0.714 -0.088 -0.096 | -| p4160_p | 0.070 0.026 0.049 -0.586 0.018 0.518 0.874 0.030 -0.001 -0.350 1.000 -0.195 0.846 0.403 -0.060 -0.012 -0.133 0.693 -0.061 0.544 0.082 -0.681 0.683 -0.008 | -| p4160_s | -0.058 -0.001 0.008 0.181 0.002 -0.062 -0.155 0.067 0.003 0.268 -0.195 1.000 -0.192 -0.046 -0.013 -0.021 0.347 -0.180 0.082 -0.052 0.023 0.346 -0.154 -0.006 | -| jpsi_p | 0.181 0.023 0.046 -0.709 0.025 0.573 0.938 0.037 0.002 -0.482 0.846 -0.192 1.000 0.454 -0.066 -0.021 -0.103 0.739 -0.124 0.565 0.102 -0.786 0.604 0.008 | -| DDstar_s | -0.027 0.015 0.019 -0.473 0.006 0.267 0.497 0.020 -0.001 -0.134 0.403 -0.046 0.454 1.000 -0.032 -0.008 -0.033 0.355 -0.072 0.190 0.043 -0.414 0.335 -0.016 | -| p4040_p | 0.000 -0.002 -0.202 0.034 -0.001 -0.039 -0.069 -0.004 0.000 0.024 -0.060 -0.013 -0.066 -0.032 1.000 0.002 0.003 -0.052 0.001 -0.048 -0.007 0.045 -0.054 0.002 | -| phi_s | 0.013 0.702 -0.001 0.023 0.015 -0.010 -0.014 0.107 -0.013 -0.053 -0.012 -0.021 -0.021 -0.008 0.002 1.000 -0.002 -0.017 0.008 -0.012 -0.025 -0.002 -0.021 -0.016 | -| p4415_s | 0.165 -0.002 -0.009 -0.043 0.011 -0.054 -0.081 0.011 0.001 -0.069 -0.133 0.347 -0.103 -0.033 0.003 -0.002 1.000 -0.062 -0.043 -0.093 0.014 0.097 -0.188 0.030 | -| p3770_p | 0.233 0.021 0.040 -0.768 0.032 0.435 0.787 0.045 0.001 -0.359 0.693 -0.180 0.739 0.355 -0.052 -0.017 -0.062 1.000 -0.230 0.276 0.102 -0.707 0.474 0.029 | -| Dbar_s | -0.160 -0.006 -0.005 0.170 -0.015 -0.035 -0.040 -0.034 -0.001 0.105 -0.061 0.082 -0.124 -0.072 0.001 0.008 -0.043 -0.230 1.000 -0.083 -0.031 0.146 0.021 -0.023 | -| p3770_s | 0.014 0.016 0.027 -0.270 0.010 0.133 0.545 0.019 -0.000 -0.275 0.544 -0.052 0.565 0.190 -0.048 -0.012 -0.093 0.276 -0.083 1.000 0.076 -0.433 0.426 -0.010 | -| bplus_0 | -0.772 0.004 0.004 -0.107 0.121 0.046 0.095 0.040 0.009 -0.152 0.082 0.023 0.102 0.043 -0.007 -0.025 0.014 0.102 -0.031 0.076 1.000 -0.088 0.069 0.269 | -| Ctt | -0.352 -0.023 -0.041 0.829 -0.030 -0.251 -0.769 0.001 0.002 0.714 -0.681 0.346 -0.786 -0.414 0.045 -0.002 0.097 -0.707 0.146 -0.433 -0.088 1.000 -0.367 -0.041 | -| p4415_p | -0.031 0.022 0.039 -0.357 0.012 0.423 0.646 0.061 0.000 -0.088 0.683 -0.154 0.604 0.335 -0.054 -0.021 -0.188 0.474 0.021 0.426 0.069 -0.367 1.000 -0.021 | -| rho_s | -0.170 0.004 -0.001 -0.050 0.528 -0.015 0.008 0.094 0.034 -0.096 -0.008 -0.006 0.008 -0.016 0.002 -0.016 0.030 0.029 -0.023 -0.010 0.269 -0.041 -0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03886185117738761}), (, {'error': 0.2567990120823591}), (, {'error': 0.018434322602426632}), (, {'error': 0.892201710635568}), (, {'error': 0.2066233868171139}), (, {'error': 0.041835980067970624}), (, {'error': 1.478640990594974}), (, {'error': 0.5937992466647781}), (, {'error': 3.5222028013682976}), (, {'error': 0.09164898892886997}), (, {'error': 0.19543965629366955}), (, {'error': 0.15913432708629482}), (, {'error': 0.07618706107311146}), (, {'error': 0.38595673991360224}), (, {'error': 9.70232610492127}), (, {'error': 1.1183957139592557}), (, {'error': 0.19480200018073424}), (, {'error': 0.17914324682184368}), (, {'error': 0.11937886084798899}), (, {'error': 0.28122542192680644}), (, {'error': 0.019398821730023608}), (, {'error': 0.3492859065221382}), (, {'error': 0.23460447653762984}), (, {'error': 0.3191234566961067})]) -Toy 20/25 -Time taken: 1 h, 46 min -Projected time left: 26 min, 35 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1306 (1306 total) | -| EDM = 0.000502 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297402.32471031556 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.897 | 0.022 | | | -2 | 2 | | -| 1 | phi_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.95 | 0.21 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -0.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.11 | 0.25 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.75 | 0.21 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 4.6 | 0.8 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.28 | 0.04 | | | -2 | 2 | | -| 10| p4160_p | -2.33 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 1.82 | 0.19 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.42 | 0.19 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 16.6 | 0.7 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 0.99 | 0.17 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.88 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.33 | 0.21 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.477 | 0.011 | | | -2 | 2 | | -| 21| Ctt | 0.17 | 0.09 | | | -1.5 | 1.5 | | -| 22| p4415_p | 3.66 | 0.27 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.32 | 0.24 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.024 -0.742 -0.569 -0.045 -0.735 -0.746 -0.012 -0.083 0.217 -0.594 -0.693 -0.835 -0.928 -0.637 -0.036 -0.463 0.358 -0.767 -0.529 0.803 0.239 -0.737 0.183 | -| phi_p | -0.024 1.000 0.023 0.015 0.011 0.022 0.023 0.031 0.003 0.003 0.018 0.022 0.025 0.028 0.020 0.280 0.015 -0.012 0.023 0.017 -0.024 -0.009 0.023 -0.004 | -| p4040_s | -0.742 0.023 1.000 0.514 0.042 0.652 0.685 0.038 0.075 -0.244 0.390 0.595 0.749 0.820 0.527 0.023 0.476 -0.323 0.694 0.523 -0.734 -0.110 0.619 -0.163 | -| Dbar_p | -0.569 0.015 0.514 1.000 0.029 0.404 0.661 0.019 0.054 -0.161 0.292 0.486 0.455 0.602 0.340 0.019 0.333 -0.433 0.519 0.224 -0.562 -0.163 0.472 -0.121 | -| omega_p | -0.045 0.011 0.042 0.029 1.000 0.041 0.041 -0.076 0.397 -0.003 0.032 0.039 0.046 0.051 0.035 0.018 0.026 -0.020 0.042 0.030 -0.047 -0.016 0.041 0.009 | -| psi2s_p | -0.735 0.022 0.652 0.404 0.041 1.000 0.702 0.031 0.074 -0.254 0.517 0.596 0.770 0.809 0.531 0.025 0.432 -0.257 0.665 0.390 -0.729 -0.110 0.636 -0.159 | -| DDstar_p | -0.746 0.023 0.685 0.661 0.041 0.702 1.000 0.021 0.075 -0.252 0.622 0.635 0.797 0.854 0.632 0.032 0.416 -0.276 0.722 0.536 -0.741 -0.205 0.695 -0.157 | -| rho_p | -0.012 0.031 0.038 0.019 -0.076 0.031 0.021 1.000 0.126 0.151 0.025 0.040 0.040 0.036 0.032 0.061 0.018 -0.024 0.030 0.032 -0.010 -0.018 0.039 0.120 | -| omega_s | -0.083 0.003 0.075 0.054 0.397 0.074 0.075 0.126 1.000 -0.014 0.059 0.071 0.082 0.093 0.064 0.038 0.048 -0.037 0.076 0.054 -0.088 -0.029 0.074 -0.344 | -| bplus_2 | 0.217 0.003 -0.244 -0.161 -0.003 -0.254 -0.252 0.151 -0.014 1.000 -0.136 -0.202 -0.279 -0.297 -0.168 -0.069 -0.238 0.131 -0.205 -0.156 0.214 0.413 -0.185 0.024 | -| p4160_p | -0.594 0.018 0.390 0.292 0.032 0.517 0.622 0.025 0.059 -0.136 1.000 0.450 0.619 0.640 0.467 0.019 0.352 -0.133 0.516 0.403 -0.587 -0.287 0.591 -0.127 | -| p4160_s | -0.693 0.022 0.595 0.486 0.039 0.596 0.635 0.040 0.071 -0.202 0.450 1.000 0.693 0.769 0.636 0.019 0.515 -0.296 0.645 0.459 -0.685 -0.115 0.578 -0.154 | -| jpsi_p | -0.835 0.025 0.749 0.455 0.046 0.770 0.797 0.040 0.082 -0.279 0.619 0.693 1.000 0.919 0.656 0.022 0.479 -0.307 0.763 0.587 -0.827 -0.294 0.738 -0.183 | -| DDstar_s | -0.928 0.028 0.820 0.602 0.051 0.809 0.854 0.036 0.093 -0.297 0.640 0.769 0.919 1.000 0.696 0.034 0.538 -0.374 0.857 0.594 -0.920 -0.257 0.803 -0.199 | -| p4040_p | -0.637 0.020 0.527 0.340 0.035 0.531 0.632 0.032 0.064 -0.168 0.467 0.636 0.656 0.696 1.000 0.018 0.392 -0.165 0.555 0.412 -0.629 -0.262 0.589 -0.139 | -| phi_s | -0.036 0.280 0.023 0.019 0.018 0.025 0.032 0.061 0.038 -0.069 0.019 0.019 0.022 0.034 0.018 1.000 0.017 -0.010 0.027 0.012 -0.038 -0.007 0.022 -0.027 | -| p4415_s | -0.463 0.015 0.476 0.333 0.026 0.432 0.416 0.018 0.048 -0.238 0.352 0.515 0.479 0.538 0.392 0.017 1.000 -0.235 0.465 0.318 -0.461 -0.011 0.384 -0.102 | -| p3770_p | 0.358 -0.012 -0.323 -0.433 -0.020 -0.257 -0.276 -0.024 -0.037 0.131 -0.133 -0.296 -0.307 -0.374 -0.165 -0.010 -0.235 1.000 -0.308 -0.291 0.357 0.072 -0.272 0.079 | -| Dbar_s | -0.767 0.023 0.694 0.519 0.042 0.665 0.722 0.030 0.076 -0.205 0.516 0.645 0.763 0.857 0.555 0.027 0.465 -0.308 1.000 0.460 -0.760 -0.290 0.668 -0.164 | -| p3770_s | -0.529 0.017 0.523 0.224 0.030 0.390 0.536 0.032 0.054 -0.156 0.403 0.459 0.587 0.594 0.412 0.012 0.318 -0.291 0.460 1.000 -0.521 -0.197 0.484 -0.119 | -| bplus_0 | 0.803 -0.024 -0.734 -0.562 -0.047 -0.729 -0.741 -0.010 -0.088 0.214 -0.587 -0.685 -0.827 -0.920 -0.629 -0.038 -0.461 0.357 -0.760 -0.521 1.000 0.240 -0.729 0.204 | -| Ctt | 0.239 -0.009 -0.110 -0.163 -0.016 -0.110 -0.205 -0.018 -0.029 0.413 -0.287 -0.115 -0.294 -0.257 -0.262 -0.007 -0.011 0.072 -0.290 -0.197 0.240 1.000 -0.202 0.058 | -| p4415_p | -0.737 0.023 0.619 0.472 0.041 0.636 0.695 0.039 0.074 -0.185 0.591 0.578 0.738 0.803 0.589 0.022 0.384 -0.272 0.668 0.484 -0.729 -0.202 1.000 -0.161 | -| rho_s | 0.183 -0.004 -0.163 -0.121 0.009 -0.159 -0.157 0.120 -0.344 0.024 -0.127 -0.154 -0.183 -0.199 -0.139 -0.027 -0.102 0.079 -0.164 -0.119 0.204 0.058 -0.161 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02213060029624847}), (, {'error': 0.1690700566257095}), (, {'error': 0.2071152096752421}), (, {'error': 0.32653276041178936}), (, {'error': 0.2526999715707543}), (, {'error': 0.0415323057005299}), (, {'error': 0.43782135956865353}), (, {'error': 0.21333884016154858}), (, {'error': 0.828068612842253}), (, {'error': 0.04001796168470895}), (, {'error': 0.10946602430783559}), (, {'error': 0.18554145694883672}), (, {'error': 0.04935981052658267}), (, {'error': 0.5997579997417488}), (, {'error': 0.19396662011893984}), (, {'error': 0.6861883410307721}), (, {'error': 0.16916670350903562}), (, {'error': 0.10710475164481026}), (, {'error': 0.48179305753734114}), (, {'error': 0.2143046214918618}), (, {'error': 0.011255187695985214}), (, {'error': 0.09220173434914525}), (, {'error': 0.2674264079576405}), (, {'error': 0.23863549317759314})]) -Toy 21/25 -Time taken: 1 h, 52 min -Projected time left: 21 min, 20 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1764 (1764 total) | -| EDM = 0.00189 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297046.9858705117 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.877 | 0.021 | | | -2 | 2 | | -| 1 | phi_p | -6.28 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.07 | 0.18 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -0.5 | 2.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -2.9 | 1.5 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 7.2 | 1.9 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.34 | 0.08 | | | -2 | 2 | | -| 10| p4160_p | 4.14 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.61 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | -0.30 | 0.52 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.22 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.52 | 0.18 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.60 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.12 | 0.39 | | | -0.3 | 0.3 | | -| 19| p3770_s | 2.88 | 0.31 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.491 | 0.011 | | | -2 | 2 | | -| 21| Ctt | -0.12 | 0.21 | | | -1.5 | 1.5 | | -| 22| p4415_p | 3.93 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.13 | 0.28 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.004 -0.170 -0.384 0.006 0.073 -0.399 0.040 0.008 -0.296 -0.112 -0.109 -0.005 -0.351 0.068 0.002 0.072 0.251 -0.303 0.228 -0.375 0.171 -0.271 -0.006 | -| phi_p | 0.004 1.000 0.002 -0.003 0.013 0.002 -0.000 0.060 0.004 0.011 0.003 0.002 -0.001 0.002 0.003 0.456 -0.001 0.000 -0.003 0.003 0.000 0.002 0.003 -0.002 | -| p4040_s | -0.170 0.002 1.000 0.462 0.005 -0.145 0.488 0.035 0.008 0.245 -0.266 0.299 -0.005 0.237 -0.272 -0.019 0.238 -0.324 0.428 -0.222 -0.100 -0.140 0.158 -0.039 | -| Dbar_p | -0.384 -0.003 0.462 1.000 -0.001 -0.381 0.866 -0.012 0.007 0.413 -0.181 0.379 -0.267 0.225 -0.477 -0.005 0.184 -0.702 0.895 -0.700 -0.265 -0.570 0.344 -0.058 | -| omega_p | 0.006 0.013 0.005 -0.001 1.000 0.003 0.006 0.082 0.883 0.020 0.009 0.003 -0.002 0.009 0.005 0.059 -0.003 -0.002 -0.001 0.003 -0.015 0.002 0.010 0.136 | -| psi2s_p | 0.073 0.002 -0.145 -0.381 0.003 1.000 -0.195 0.001 0.002 -0.156 0.222 -0.142 0.373 -0.037 0.206 -0.001 -0.059 0.355 -0.359 0.154 0.046 0.348 -0.000 0.007 | -| DDstar_p | -0.399 -0.000 0.488 0.866 0.006 -0.195 1.000 -0.009 0.014 0.383 0.115 0.388 0.094 0.350 -0.298 -0.007 0.167 -0.525 0.919 -0.557 -0.278 -0.658 0.529 -0.066 | -| rho_p | 0.040 0.060 0.035 -0.012 0.082 0.001 -0.009 1.000 0.080 0.210 -0.008 0.048 0.006 -0.012 -0.001 0.078 0.011 0.000 0.005 0.018 0.059 0.045 0.023 0.136 | -| omega_s | 0.008 0.004 0.008 0.007 0.883 0.002 0.014 0.080 1.000 0.024 0.012 0.005 -0.003 0.019 0.004 0.070 -0.006 -0.008 0.004 -0.001 -0.038 -0.003 0.015 -0.113 | -| bplus_2 | -0.296 0.011 0.245 0.413 0.020 -0.156 0.383 0.210 0.024 1.000 -0.051 0.254 -0.193 0.199 -0.200 -0.074 -0.002 -0.262 0.421 -0.313 -0.236 0.093 0.264 -0.096 | -| p4160_p | -0.112 0.003 -0.266 -0.181 0.009 0.222 0.115 -0.008 0.012 -0.051 1.000 -0.106 0.517 -0.019 0.457 -0.002 -0.100 0.299 -0.109 0.250 -0.085 -0.172 0.419 -0.025 | -| p4160_s | -0.109 0.002 0.299 0.379 0.003 -0.142 0.388 0.048 0.005 0.254 -0.106 1.000 -0.055 0.169 0.056 -0.023 0.342 -0.250 0.362 -0.224 -0.045 -0.095 0.102 -0.029 | -| jpsi_p | -0.005 -0.001 -0.005 -0.267 -0.002 0.373 0.094 0.006 -0.003 -0.193 0.517 -0.055 1.000 0.078 0.363 -0.020 -0.092 0.278 -0.155 0.359 0.002 -0.116 0.262 -0.016 | -| DDstar_s | -0.351 0.002 0.237 0.225 0.009 -0.037 0.350 -0.012 0.019 0.199 -0.019 0.169 0.078 1.000 -0.149 -0.001 0.095 -0.237 0.329 -0.221 -0.257 -0.238 0.209 -0.064 | -| p4040_p | 0.068 0.003 -0.272 -0.477 0.005 0.206 -0.298 -0.001 0.004 -0.200 0.457 0.056 0.363 -0.149 1.000 0.000 -0.129 0.465 -0.454 0.389 0.044 0.102 0.109 0.004 | -| phi_s | 0.002 0.456 -0.019 -0.005 0.059 -0.001 -0.007 0.078 0.070 -0.074 -0.002 -0.023 -0.020 -0.001 0.000 1.000 -0.006 0.002 -0.011 -0.005 -0.020 -0.009 -0.016 -0.023 | -| p4415_s | 0.072 -0.001 0.238 0.184 -0.003 -0.059 0.167 0.011 -0.006 -0.002 -0.100 0.342 -0.092 0.095 -0.129 -0.006 1.000 -0.164 0.197 -0.134 0.067 0.021 -0.036 0.010 | -| p3770_p | 0.251 0.000 -0.324 -0.702 -0.002 0.355 -0.525 0.000 -0.008 -0.262 0.299 -0.250 0.278 -0.237 0.465 0.002 -0.164 1.000 -0.575 0.407 0.186 0.321 -0.124 0.040 | -| Dbar_s | -0.303 -0.003 0.428 0.895 -0.001 -0.359 0.919 0.005 0.004 0.421 -0.109 0.362 -0.155 0.329 -0.454 -0.011 0.197 -0.575 1.000 -0.691 -0.198 -0.698 0.367 -0.047 | -| p3770_s | 0.228 0.003 -0.222 -0.700 0.003 0.154 -0.557 0.018 -0.001 -0.313 0.250 -0.224 0.359 -0.221 0.389 -0.005 -0.134 0.407 -0.691 1.000 0.171 0.387 -0.135 0.025 | -| bplus_0 | -0.375 0.000 -0.100 -0.265 -0.015 0.046 -0.278 0.059 -0.038 -0.236 -0.085 -0.045 0.002 -0.257 0.044 -0.020 0.067 0.186 -0.198 0.171 1.000 0.124 -0.183 0.132 | -| Ctt | 0.171 0.002 -0.140 -0.570 0.002 0.348 -0.658 0.045 -0.003 0.093 -0.172 -0.095 -0.116 -0.238 0.102 -0.009 0.021 0.321 -0.698 0.387 0.124 1.000 -0.308 0.022 | -| p4415_p | -0.271 0.003 0.158 0.344 0.010 -0.000 0.529 0.023 0.015 0.264 0.419 0.102 0.262 0.209 0.109 -0.016 -0.036 -0.124 0.367 -0.135 -0.183 -0.308 1.000 -0.055 | -| rho_s | -0.006 -0.002 -0.039 -0.058 0.136 0.007 -0.066 0.136 -0.113 -0.096 -0.025 -0.029 -0.016 -0.064 0.004 -0.023 0.010 0.040 -0.047 0.025 0.132 0.022 -0.055 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02070886969625141}), (, {'error': 0.3053416838752847}), (, {'error': 0.17775400483191517}), (, {'error': 2.3282335732557007}), (, {'error': 0.4437804255074309}), (, {'error': 0.0357284369634705}), (, {'error': 1.4644792276896692}), (, {'error': 0.3218405320869344}), (, {'error': 1.9412120899862253}), (, {'error': 0.07524984557514003}), (, {'error': 0.10595564986309913}), (, {'error': 0.16994503182589682}), (, {'error': 0.03495491189144895}), (, {'error': 0.5161769882747159}), (, {'error': 0.20605051624390147}), (, {'error': 0.8681995168912895}), (, {'error': 0.18405345696136932}), (, {'error': 0.1435599596357422}), (, {'error': 0.3907792330758299}), (, {'error': 0.31476684235144337}), (, {'error': 0.010722356815798806}), (, {'error': 0.20955396842148255}), (, {'error': 0.16881747963803573}), (, {'error': 0.27987492036578393})]) -Toy 22/25 -Time taken: 1 h, 59 min -Projected time left: 16 min, 15 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1474 (1474 total) | -| EDM = 1.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297068.9281892038 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.753 | 0.030 | | | -2 | 2 | | -| 1 | phi_p | 0.16 | 0.40 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 0.92 | 0.22 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 4.8 | 1.1 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 0.19 | 1.43 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 7.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.33 | 0.07 | | | -2 | 2 | | -| 10| p4160_p | -2.04 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 2.12 | 0.19 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -4.59 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.55 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 17.5 | 1.6 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.27 | 0.25 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.17 | 0.30 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.17 | 0.27 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.420 | 0.013 | | | -2 | 2 | | -| 21| Ctt | -0.27 | 0.19 | | | -1.5 | 1.5 | | -| 22| p4415_p | 3.83 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 0.010 -0.455 -0.703 -0.002 0.175 -0.693 -0.066 -0.096 -0.423 0.005 -0.405 0.338 -0.013 -0.030 -0.018 0.172 0.684 -0.750 0.271 0.067 -0.244 -0.464 0.206 | -| phi_p | 0.010 1.000 -0.011 -0.016 -0.007 0.007 -0.007 0.000 -0.067 -0.014 0.009 -0.010 0.000 0.005 0.005 0.872 0.001 0.016 -0.017 0.007 0.012 -0.008 -0.004 0.017 | -| p4040_s | -0.455 -0.011 1.000 0.542 0.002 -0.146 0.568 0.129 0.107 0.323 -0.353 0.330 -0.313 -0.035 -0.160 0.008 0.091 -0.599 0.636 -0.154 -0.329 0.378 0.248 -0.173 | -| Dbar_p | -0.703 -0.016 0.542 1.000 0.003 -0.245 0.594 0.171 0.171 0.360 -0.208 0.472 -0.526 -0.221 -0.064 0.025 -0.088 -0.830 0.783 -0.296 -0.530 0.429 0.383 -0.299 | -| omega_p | -0.002 -0.007 0.002 0.003 1.000 -0.001 0.002 0.003 -0.072 0.000 -0.001 0.001 -0.001 -0.000 -0.001 -0.008 -0.000 -0.003 0.003 -0.001 -0.002 0.001 0.001 0.006 | -| psi2s_p | 0.175 0.007 -0.146 -0.245 -0.001 1.000 -0.031 -0.028 -0.040 -0.130 0.263 -0.156 0.461 0.121 0.108 -0.009 0.022 0.337 -0.285 0.025 0.137 0.027 0.024 0.073 | -| DDstar_p | -0.693 -0.007 0.568 0.594 0.002 -0.031 1.000 0.186 0.170 0.348 0.199 0.509 -0.081 -0.029 0.180 0.027 -0.104 -0.684 0.878 -0.201 -0.512 0.046 0.675 -0.293 | -| rho_p | -0.066 0.000 0.129 0.171 0.003 -0.028 0.186 1.000 0.570 0.257 0.024 0.129 -0.058 0.024 0.038 0.052 -0.053 -0.167 0.184 -0.040 -0.262 0.085 0.152 -0.124 | -| omega_s | -0.096 -0.067 0.107 0.171 -0.072 -0.040 0.170 0.570 1.000 0.092 0.004 0.092 -0.077 0.007 0.011 -0.017 -0.041 -0.165 0.179 -0.062 -0.215 0.039 0.111 -0.332 | -| bplus_2 | -0.423 -0.014 0.323 0.360 0.000 -0.130 0.348 0.257 0.092 1.000 -0.083 0.339 -0.345 -0.006 -0.034 -0.039 -0.130 -0.397 0.432 -0.201 -0.340 0.615 0.312 -0.030 | -| p4160_p | 0.005 0.009 -0.353 -0.208 -0.001 0.263 0.199 0.024 0.004 -0.083 1.000 -0.093 0.560 0.083 0.419 -0.000 -0.123 0.303 -0.138 0.227 0.019 -0.417 0.388 -0.001 | -| p4160_s | -0.405 -0.010 0.330 0.472 0.001 -0.156 0.509 0.129 0.092 0.339 -0.093 1.000 -0.250 -0.036 0.245 0.001 0.216 -0.484 0.541 -0.168 -0.276 0.294 0.282 -0.137 | -| jpsi_p | 0.338 0.000 -0.313 -0.526 -0.001 0.461 -0.081 -0.058 -0.077 -0.345 0.560 -0.250 1.000 0.193 0.384 -0.030 -0.038 0.588 -0.478 0.448 0.274 -0.470 0.065 0.133 | -| DDstar_s | -0.013 0.005 -0.035 -0.221 -0.000 0.121 -0.029 0.024 0.007 -0.006 0.083 -0.036 0.193 1.000 0.060 -0.001 0.018 0.129 -0.137 0.066 -0.002 -0.104 0.026 -0.000 | -| p4040_p | -0.030 0.005 -0.160 -0.064 -0.001 0.108 0.180 0.038 0.011 -0.034 0.419 0.245 0.384 0.060 1.000 -0.005 -0.025 0.194 -0.069 0.133 -0.002 -0.275 0.293 -0.007 | -| phi_s | -0.018 0.872 0.008 0.025 -0.008 -0.009 0.027 0.052 -0.017 -0.039 -0.000 0.001 -0.030 -0.001 -0.005 1.000 -0.005 -0.024 0.024 -0.018 -0.029 -0.009 0.007 -0.006 | -| p4415_s | 0.172 0.001 0.091 -0.088 -0.000 0.022 -0.104 -0.053 -0.041 -0.130 -0.123 0.216 -0.038 0.018 -0.025 -0.005 1.000 0.041 -0.077 0.032 0.129 0.164 -0.178 0.063 | -| p3770_p | 0.684 0.016 -0.599 -0.830 -0.003 0.337 -0.684 -0.167 -0.165 -0.397 0.303 -0.484 0.588 0.129 0.194 -0.024 0.041 1.000 -0.900 0.312 0.523 -0.322 -0.359 0.285 | -| Dbar_s | -0.750 -0.017 0.636 0.783 0.003 -0.285 0.878 0.184 0.179 0.432 -0.138 0.541 -0.478 -0.137 -0.069 0.024 -0.077 -0.900 1.000 -0.402 -0.559 0.206 0.516 -0.312 | -| p3770_s | 0.271 0.007 -0.154 -0.296 -0.001 0.025 -0.201 -0.040 -0.062 -0.201 0.227 -0.168 0.448 0.066 0.133 -0.018 0.032 0.312 -0.402 1.000 0.231 -0.185 -0.058 0.121 | -| bplus_0 | 0.067 0.012 -0.329 -0.530 -0.002 0.137 -0.512 -0.262 -0.215 -0.340 0.019 -0.276 0.274 -0.002 -0.002 -0.029 0.129 0.523 -0.559 0.231 1.000 -0.174 -0.324 0.338 | -| Ctt | -0.244 -0.008 0.378 0.429 0.001 0.027 0.046 0.085 0.039 0.615 -0.417 0.294 -0.470 -0.104 -0.275 -0.009 0.164 -0.322 0.206 -0.185 -0.174 1.000 0.020 -0.033 | -| p4415_p | -0.464 -0.004 0.248 0.383 0.001 0.024 0.675 0.152 0.111 0.312 0.388 0.282 0.065 0.026 0.293 0.007 -0.178 -0.359 0.516 -0.058 -0.324 0.020 1.000 -0.171 | -| rho_s | 0.206 0.017 -0.173 -0.299 0.006 0.073 -0.293 -0.124 -0.332 -0.030 -0.001 -0.137 0.133 -0.000 -0.007 -0.006 0.063 0.285 -0.312 0.121 0.338 -0.033 -0.171 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.029980740488424473}), (, {'error': 0.3970998378238062}), (, {'error': 0.21614647393895847}), (, {'error': 1.1220134214216788}), (, {'error': 0.07613355710571934}), (, {'error': 0.03639048406755485}), (, {'error': 1.4311366699159183}), (, {'error': 0.45273254191320955}), (, {'error': 0.9488254262518607}), (, {'error': 0.07097166529141574}), (, {'error': 0.1346612726774894}), (, {'error': 0.19448097198034997}), (, {'error': 0.04541157818316188}), (, {'error': 0.40971486742250834}), (, {'error': 0.22028588315318065}), (, {'error': 1.5897019002405752}), (, {'error': 0.18943005125288415}), (, {'error': 0.25289093304101673}), (, {'error': 0.30041383210670863}), (, {'error': 0.2655580634740129}), (, {'error': 0.012777074721585624}), (, {'error': 0.18895288013284428}), (, {'error': 0.21296415018525394}), (, {'error': 0.3742760985729318})]) -Toy 23/25 -Time taken: 2 h, 5 min -Projected time left: 10 min, 56 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=2190 (2190 total) | -| EDM = 0.0001 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297309.88466025953 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | 0.823 | 0.011 | | | -2 | 2 | | -| 1 | phi_p | 0.78 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.23 | 0.11 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | -0.08 | 0.22 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 3.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 6.19 | 0.21 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 5.6 | 0.8 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | 0.09 | 0.07 | | | -2 | 2 | | -| 10| p4160_p | -2.34 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 1.97 | 0.12 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | 1.56 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.47 | 0.24 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 22.2 | 0.7 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.12 | 0.14 | | |0.126447 | 2.35355 | | -| 17| p3770_p | 3.35 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.09 | 0.21 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.0 | 0.4 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | -0.411 | 0.005 | | | -2 | 2 | | -| 21| Ctt | 0.030 | 0.208 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.12 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.11 | 0.26 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.004 -0.122 -0.764 0.026 0.642 0.692 0.067 0.057 0.620 0.689 -0.091 0.697 0.068 0.700 0.063 -0.337 0.564 -0.774 0.698 0.453 0.706 0.513 -0.075 | -| phi_p | -0.004 1.000 0.002 0.009 -0.020 -0.007 -0.009 -0.108 -0.034 -0.008 -0.008 0.002 -0.009 0.002 -0.008 0.329 0.005 -0.005 0.010 -0.007 -0.005 -0.006 -0.005 0.011 | -| p4040_s | -0.122 0.002 1.000 0.110 -0.003 -0.097 -0.144 -0.005 -0.010 -0.091 -0.216 -0.059 -0.087 -0.073 -0.128 -0.016 0.061 -0.082 0.099 -0.064 -0.124 -0.037 -0.139 0.012 | -| Dbar_p | -0.764 0.009 0.110 1.000 -0.040 -0.847 -0.950 -0.120 -0.072 -0.872 -0.877 0.060 -0.920 -0.206 -0.906 -0.064 0.358 -0.750 0.975 -0.921 -0.750 -0.919 -0.644 0.081 | -| omega_p | 0.026 -0.020 -0.003 -0.040 1.000 0.034 0.037 -0.059 0.356 0.026 0.036 -0.001 0.037 0.006 0.037 0.008 -0.014 0.029 -0.040 0.038 0.028 0.036 0.027 -0.036 | -| psi2s_p | 0.642 -0.007 -0.097 -0.847 0.034 1.000 0.779 0.103 0.060 0.744 0.735 -0.069 0.795 0.180 0.748 0.051 -0.306 0.637 -0.828 0.736 0.631 0.811 0.537 -0.069 | -| DDstar_p | 0.692 -0.009 -0.144 -0.950 0.037 0.779 1.000 0.111 0.066 0.820 0.812 -0.085 0.841 0.198 0.844 0.057 -0.356 0.704 -0.939 0.862 0.678 0.876 0.584 -0.074 | -| rho_p | 0.067 -0.108 -0.005 -0.120 -0.059 0.103 0.111 1.000 0.172 0.051 0.108 0.002 0.116 0.012 0.112 -0.018 -0.043 0.084 -0.120 0.114 0.079 0.105 0.085 0.110 | -| omega_s | 0.057 -0.034 -0.010 -0.072 0.356 0.060 0.066 0.172 1.000 0.069 0.063 -0.007 0.063 0.012 0.064 0.010 -0.028 0.053 -0.071 0.065 0.064 0.065 0.045 -0.231 | -| bplus_2 | 0.620 -0.008 -0.091 -0.872 0.026 0.744 0.820 0.051 0.069 1.000 0.748 -0.063 0.803 0.178 0.780 0.092 -0.290 0.637 -0.865 0.796 0.612 0.740 0.526 -0.084 | -| p4160_p | 0.689 -0.008 -0.216 -0.877 0.036 0.735 0.812 0.108 0.063 0.748 1.000 -0.076 0.814 0.222 0.796 0.054 -0.264 0.678 -0.857 0.805 0.678 0.775 0.609 -0.073 | -| p4160_s | -0.091 0.002 -0.059 0.060 -0.001 -0.069 -0.085 0.002 -0.007 -0.063 -0.076 1.000 -0.055 -0.067 0.045 -0.015 0.123 -0.044 0.046 -0.042 -0.093 -0.002 -0.140 0.009 | -| jpsi_p | 0.697 -0.009 -0.087 -0.920 0.037 0.795 0.841 0.116 0.063 0.803 0.814 -0.055 1.000 0.195 0.836 0.049 -0.335 0.687 -0.896 0.856 0.681 0.822 0.600 -0.075 | -| DDstar_s | 0.068 0.002 -0.073 -0.206 0.006 0.180 0.198 0.012 0.012 0.178 0.222 -0.067 0.195 1.000 0.210 0.015 -0.145 0.203 -0.231 0.208 0.064 0.207 0.149 -0.006 | -| p4040_p | 0.700 -0.008 -0.128 -0.906 0.037 0.748 0.844 0.112 0.064 0.780 0.796 0.045 0.836 0.210 1.000 0.055 -0.299 0.699 -0.889 0.827 0.688 0.812 0.601 -0.075 | -| phi_s | 0.063 0.329 -0.016 -0.064 0.008 0.051 0.057 -0.018 0.010 0.092 0.054 -0.015 0.049 0.015 0.055 1.000 -0.028 0.049 -0.062 0.054 0.075 0.060 0.036 -0.041 | -| p4415_s | -0.337 0.005 0.061 0.358 -0.014 -0.306 -0.356 -0.043 -0.028 -0.290 -0.264 0.123 -0.335 -0.145 -0.299 -0.028 1.000 -0.277 0.343 -0.322 -0.334 -0.271 -0.247 0.034 | -| p3770_p | 0.564 -0.005 -0.082 -0.750 0.029 0.637 0.704 0.084 0.053 0.637 0.678 -0.044 0.687 0.203 0.699 0.049 -0.277 1.000 -0.708 0.644 0.559 0.674 0.501 -0.063 | -| Dbar_s | -0.774 0.010 0.099 0.975 -0.040 -0.828 -0.939 -0.120 -0.071 -0.865 -0.857 0.046 -0.896 -0.231 -0.889 -0.062 0.343 -0.708 1.000 -0.903 -0.761 -0.912 -0.635 0.082 | -| p3770_s | 0.698 -0.007 -0.064 -0.921 0.038 0.736 0.862 0.114 0.065 0.796 0.805 -0.042 0.856 0.208 0.827 0.054 -0.322 0.644 -0.903 1.000 0.687 0.839 0.596 -0.076 | -| bplus_0 | 0.453 -0.005 -0.124 -0.750 0.028 0.631 0.678 0.079 0.064 0.612 0.678 -0.093 0.681 0.064 0.688 0.075 -0.334 0.559 -0.761 0.687 1.000 0.695 0.503 -0.108 | -| Ctt | 0.706 -0.006 -0.037 -0.919 0.036 0.811 0.876 0.105 0.065 0.740 0.775 -0.002 0.822 0.207 0.812 0.060 -0.271 0.674 -0.912 0.839 0.695 1.000 0.576 -0.074 | -| p4415_p | 0.513 -0.005 -0.139 -0.644 0.027 0.537 0.584 0.085 0.045 0.526 0.609 -0.140 0.600 0.149 0.601 0.036 -0.247 0.501 -0.635 0.596 0.503 0.576 1.000 -0.053 | -| rho_s | -0.075 0.011 0.012 0.081 -0.036 -0.069 -0.074 0.110 -0.231 -0.084 -0.073 0.009 -0.075 -0.006 -0.075 -0.041 0.034 -0.063 0.082 -0.076 -0.108 -0.074 -0.053 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01107890311507087}), (, {'error': 0.11119954012216793}), (, {'error': 0.11351123739222968}), (, {'error': 12.471801863304826}), (, {'error': 0.22281849673311838}), (, {'error': 0.04276506695871696}), (, {'error': 0.5773422022070553}), (, {'error': 0.21312362233512516}), (, {'error': 0.7717625073120451}), (, {'error': 0.06740966645122248}), (, {'error': 0.1485269395095712}), (, {'error': 0.11527977995615046}), (, {'error': 0.044166283700946884}), (, {'error': 0.08474459133506829}), (, {'error': 0.2434579221325146}), (, {'error': 0.7089007791500102}), (, {'error': 0.14258972004018083}), (, {'error': 0.11070301535626204}), (, {'error': 0.21267083227179862}), (, {'error': 0.4170457108956318}), (, {'error': 0.005467812163668873}), (, {'error': 0.2080688224157713}), (, {'error': 0.1806000017845606}), (, {'error': 0.2556778654728461})]) -Toy 24/25 -Time taken: 2 h, 14 min -Projected time left: 5 min, 35 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1381 (1381 total) | -| EDM = 3.44E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297105.9329268776 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_1 | -0.95 | 0.05 | | | -2 | 2 | | -| 1 | phi_p | -5.39 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | p4040_s | 1.20 | 0.17 | | |0.00501244| 2.01499 | | -| 3 | Dbar_p | 4.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -1.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | rho_p | 5.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | omega_s | 8.0 | 1.8 | | | 4.19232 | 9.40768 | | -| 9 | bplus_2 | -0.28 | 0.09 | | | -2 | 2 | | -| 10| p4160_p | 4.26 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4160_s | 1.93 | 0.17 | | | 0.71676 | 3.68324 | | -| 12| jpsi_p | -1.631 | 0.025 | | |-6.28319 | 6.28319 | | -| 13| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.42 | 0.15 | | |-6.28319 | 6.28319 | | -| 15| phi_s | 20.6 | 0.9 | | | 14.8182 | 23.5818 | | -| 16| p4415_s | 1.25 | 0.19 | | |0.126447 | 2.35355 | | -| 17| p3770_p | -2.75 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 19| p3770_s | 3.47 | 0.22 | | |0.918861 | 4.08114 | | -| 20| bplus_0 | 0.493 | 0.021 | | | -2 | 2 | | -| 21| Ctt | -0.29 | 0.21 | | | -1.5 | 1.5 | | -| 22| p4415_p | -2.30 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_s | 1.17 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_1 phi_p p4040_s Dbar_p omega_p psi2s_p DDstar_p rho_p omega_s bplus_2 p4160_p p4160_s jpsi_p DDstar_s p4040_p phi_s p4415_s p3770_p Dbar_s p3770_s bplus_0 Ctt p4415_p rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_1 | 1.000 -0.022 0.012 0.161 0.040 -0.031 0.408 -0.005 0.068 -0.319 -0.047 -0.048 -0.029 0.016 -0.044 0.016 0.115 0.118 0.006 0.036 -0.808 -0.183 -0.151 -0.138 | -| phi_p | -0.022 1.000 -0.011 -0.002 -0.152 -0.002 0.012 -0.281 -0.195 -0.094 0.000 -0.025 0.034 0.002 -0.013 0.465 -0.002 0.008 0.001 -0.009 0.023 -0.030 -0.022 0.137 | -| p4040_s | 0.012 -0.011 1.000 0.006 0.006 0.105 -0.124 0.036 0.004 0.085 -0.490 -0.127 0.058 -0.007 -0.236 -0.019 0.146 -0.148 -0.007 0.115 0.013 0.344 -0.220 -0.002 | -| Dbar_p | 0.161 -0.002 0.006 1.000 -0.005 -0.097 -0.179 0.026 -0.012 -0.087 -0.042 -0.110 0.114 0.003 -0.137 -0.008 0.039 0.268 0.029 -0.101 0.027 -0.346 -0.117 0.030 | -| omega_p | 0.040 -0.152 0.006 -0.005 1.000 -0.003 -0.023 0.143 0.873 0.062 -0.004 0.013 -0.052 -0.001 0.003 -0.024 -0.003 -0.016 0.000 -0.001 -0.059 0.019 0.013 0.005 | -| psi2s_p | -0.031 -0.002 0.105 -0.097 -0.003 1.000 -0.102 -0.003 -0.003 0.038 -0.144 -0.065 -0.026 0.025 -0.221 -0.003 0.031 -0.025 0.027 -0.401 -0.011 0.229 -0.082 -0.005 | -| DDstar_p | 0.408 0.012 -0.124 -0.179 -0.023 -0.102 1.000 -0.001 -0.035 -0.334 0.104 -0.150 -0.009 0.049 -0.018 0.018 -0.034 0.239 0.004 0.107 0.026 -0.074 -0.133 0.080 | -| rho_p | -0.005 -0.281 0.036 0.026 0.143 -0.003 -0.001 1.000 0.155 0.253 -0.011 0.067 -0.097 0.000 0.024 -0.161 0.012 -0.009 0.002 0.022 0.031 0.104 0.049 0.111 | -| omega_s | 0.068 -0.195 0.004 -0.012 0.873 -0.003 -0.035 0.155 1.000 0.065 -0.003 0.011 -0.054 -0.001 0.003 -0.030 -0.006 -0.022 -0.000 -0.004 -0.103 0.018 0.014 -0.254 | -| bplus_2 | -0.319 -0.094 0.085 -0.087 0.062 0.038 -0.334 0.253 0.065 1.000 -0.029 0.162 0.165 -0.009 0.007 -0.148 -0.098 -0.109 0.000 -0.082 -0.044 0.673 0.225 -0.109 | -| p4160_p | -0.047 0.000 -0.490 -0.042 -0.004 -0.144 0.104 -0.011 -0.003 -0.029 1.000 -0.156 -0.078 0.052 -0.023 -0.001 -0.116 0.158 0.031 -0.025 0.009 -0.344 0.297 -0.003 | -| p4160_s | -0.048 -0.025 -0.127 -0.110 0.013 -0.065 -0.150 0.067 0.011 0.162 -0.156 1.000 -0.026 0.003 0.319 -0.043 0.336 -0.087 0.000 0.010 0.028 0.251 -0.120 -0.017 | -| jpsi_p | -0.029 0.034 0.058 0.114 -0.052 -0.026 -0.009 -0.097 -0.054 0.165 -0.078 -0.026 1.000 0.068 -0.123 0.042 -0.012 -0.028 0.058 -0.061 -0.052 0.281 -0.024 0.032 | -| DDstar_s | 0.016 0.002 -0.007 0.003 -0.001 0.025 0.049 0.000 -0.001 -0.009 0.052 0.003 0.068 1.000 0.041 0.001 -0.003 0.043 -0.002 0.032 0.002 -0.008 0.031 0.004 | -| p4040_p | -0.044 -0.013 -0.236 -0.137 0.003 -0.221 -0.018 0.024 0.003 0.007 -0.023 0.319 -0.123 0.041 1.000 -0.024 0.067 0.064 0.028 -0.019 0.024 -0.136 0.077 -0.011 | -| phi_s | 0.016 0.465 -0.019 -0.008 -0.024 -0.003 0.018 -0.161 -0.030 -0.148 -0.001 -0.043 0.042 0.001 -0.024 1.000 -0.004 0.007 -0.000 -0.019 -0.019 -0.054 -0.036 0.008 | -| p4415_s | 0.115 -0.002 0.146 0.039 -0.003 0.031 -0.034 0.012 -0.006 -0.098 -0.116 0.336 -0.012 -0.003 0.067 -0.004 1.000 -0.067 -0.001 0.015 0.018 0.190 -0.191 0.018 | -| p3770_p | 0.118 0.008 -0.148 0.268 -0.016 -0.025 0.239 -0.009 -0.022 -0.109 0.158 -0.087 -0.028 0.043 0.064 0.007 -0.067 1.000 0.050 -0.302 0.040 -0.201 0.012 0.035 | -| Dbar_s | 0.006 0.001 -0.007 0.029 0.000 0.027 0.004 0.002 -0.000 0.000 0.031 0.000 0.058 -0.002 0.028 -0.000 -0.001 0.050 1.000 0.028 0.002 -0.003 0.016 0.001 | -| p3770_s | 0.036 -0.009 0.115 -0.101 -0.001 -0.401 0.107 0.022 -0.004 -0.082 -0.025 0.010 -0.061 0.032 -0.019 -0.019 0.015 -0.302 0.028 1.000 0.040 -0.132 -0.015 0.005 | -| bplus_0 | -0.808 0.023 0.013 0.027 -0.059 -0.011 0.026 0.031 -0.103 -0.044 0.009 0.028 -0.052 0.002 0.024 -0.019 0.018 0.040 0.002 0.040 1.000 -0.006 0.013 0.236 | -| Ctt | -0.183 -0.030 0.344 -0.346 0.019 0.229 -0.074 0.104 0.018 0.673 -0.344 0.251 0.281 -0.008 -0.136 -0.054 0.190 -0.201 -0.003 -0.132 -0.006 1.000 0.001 -0.038 | -| p4415_p | -0.151 -0.022 -0.220 -0.117 0.013 -0.082 -0.133 0.049 0.014 0.225 0.297 -0.120 -0.024 0.031 0.077 -0.036 -0.191 0.012 0.016 -0.015 0.013 0.001 1.000 -0.031 | -| rho_s | -0.138 0.137 -0.002 0.030 0.005 -0.005 0.080 0.111 -0.254 -0.109 -0.003 -0.017 0.032 0.004 -0.011 0.008 0.018 0.035 0.001 0.005 0.236 -0.038 -0.031 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0451273347235529}), (, {'error': 0.14869380391848708}), (, {'error': 0.17359192697937453}), (, {'error': 0.31768458466591554}), (, {'error': 0.43371339021580724}), (, {'error': 0.03213264797031812}), (, {'error': 0.35136773270476773}), (, {'error': 0.33725237483502646}), (, {'error': 1.7735326059648155}), (, {'error': 0.09248621224000075}), (, {'error': 0.11161422134319565}), (, {'error': 0.16734220496459773}), (, {'error': 0.025205111108985268}), (, {'error': 0.02612126712543661}), (, {'error': 0.14830910856976853}), (, {'error': 0.9159328747474778}), (, {'error': 0.19086247594738848}), (, {'error': 0.09111771762331888}), (, {'error': 0.02038386588553237}), (, {'error': 0.22233494208436477}), (, {'error': 0.02051911433612208}), (, {'error': 0.21310396596844838}), (, {'error': 0.17085250553003406}), (, {'error': 0.30563513339831566})]) -Toy 25/25 -Time taken: 2 h, 20 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.38577454559427693 -Mean Ctt error = 0.2064775700399706 -95 Sensitivy = 0.00035811709020873217 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247881.out b/finished fits/ff1data1/slurm-2247881.out deleted file mode 100644 index cddffe2..0000000 --- a/finished fits/ff1data1/slurm-2247881.out +++ /dev/null @@ -1,5007 +0,0 @@ -Simulation starting -2019-09-05 21:07:12.184362: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:07:12.500502: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 21:07:12.507640: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:07:12.579025: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:07:12.601411: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:07:12.668884: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:07:12.720544: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:07:12.772442: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:07:12.930610: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:07:12.937448: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:07:12.938303: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX -2019-09-05 21:07:12.964489: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2600150000 Hz -2019-09-05 21:07:12.964868: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5557afc3f0b0 executing computations on platform Host. Devices: -2019-09-05 21:07:12.964902: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:07:12.968163: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:11:00.0 -2019-09-05 21:07:12.968288: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:07:12.968322: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:07:12.968351: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:07:12.968378: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:07:12.968407: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:07:12.968434: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:07:12.968463: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:07:12.974524: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:07:12.974694: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:07:13.201497: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:07:13.201549: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:07:13.201573: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:07:13.211030: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:11:00.0, compute capability: 3.7) -2019-09-05 21:07:13.213693: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5557b019b540 executing computations on platform CUDA. Devices: -2019-09-05 21:07:13.213722: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:07:17.345559 140310484657920 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:07:17.408585 140310484657920 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:07:17.906506 140310484657920 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:07:48.482072: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:07:57.356880 140310484657920 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305236.92902 Edm = 26.5971 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305236.92902 Edm = 26.5971 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301807.8114339 Edm = 8.08628 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301628.3320104 Edm = 747.404 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298934.3852693 Edm = 144.077 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 298594.1213368 Edm = 324.59 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298242.4745645 Edm = 2.16124 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298238.1976783 Edm = 0.228677 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298237.5961249 Edm = 0.380768 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298093.6501041 Edm = 28.8918 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298055.314178 Edm = 0.662394 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298054.3579193 Edm = 0.162578 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298048.9347749 Edm = 5.03541 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297785.7849471 Edm = 11.6569 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297774.1272464 Edm = 0.626633 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297772.8621951 Edm = 0.221549 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297769.9112098 Edm = 0.852807 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297716.3079504 Edm = 45.9265 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297552.1458169 Edm = 99.757 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297503.8593163 Edm = 22.0207 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297477.7770332 Edm = 8.20887 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297466.1763104 Edm = 7.08326 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297457.6537452 Edm = 0.55126 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297457.0260596 Edm = 0.0268854 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297456.9861845 Edm = 0.0189218 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297456.7667876 Edm = 0.213619 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297454.9156327 Edm = 1.95244 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297454.8575804 Edm = 0.0492213 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297448.271213 Edm = 7.04868 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297448.2327908 Edm = 0.0188116 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297447.3263358 Edm = 0.942777 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297432.6578049 Edm = 4.55611 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297388.235869 Edm = 9.49748 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297378.5996746 Edm = 1.59611 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297377.4237522 Edm = 0.129092 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297377.2664236 Edm = 0.0842622 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297376.5984076 Edm = 0.348398 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297375.9282047 Edm = 0.304861 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297375.8574163 Edm = 0.0663217 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297375.8002178 Edm = 0.00438727 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297375.7820488 Edm = 0.0124883 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297373.8147848 Edm = 1.43546 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297363.4683217 Edm = 9.32019 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297329.5914211 Edm = 9.25089 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297328.0735785 Edm = 16.2551 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297322.5944051 Edm = 0.376461 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297321.9625645 Edm = 0.0657075 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297321.8242813 Edm = 0.0589299 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297321.6517359 Edm = 0.117179 NCalls = 168 -VariableMetric: Iteration # 48 - FCN = 297321.2262845 Edm = 0.0406857 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297321.187154 Edm = 0.00337634 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297321.1821229 Edm = 0.00266689 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297321.0437333 Edm = 0.117056 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297316.0136029 Edm = 3.49024 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297306.5975352 Edm = 1.30772 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297305.767306 Edm = 0.352346 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297305.5018354 Edm = 0.123892 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297305.3401491 Edm = 0.0768328 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297305.1919467 Edm = 0.059574 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297304.980689 Edm = 0.0360175 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297304.9469573 Edm = 0.0178649 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297304.9391448 Edm = 0.000761007 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297304.9367531 Edm = 0.00104632 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297304.9232577 Edm = 0.00956668 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297304.3359962 Edm = 0.480295 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297298.9771913 Edm = 0.805602 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297298.3200785 Edm = 0.168382 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297298.1847993 Edm = 0.0497181 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297298.0940493 Edm = 0.0195383 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297298.0730441 Edm = 0.00762808 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297298.0665465 Edm = 0.00131738 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297298.0649805 Edm = 0.000468777 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297298.0643365 Edm = 0.000233824 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297298.0582236 Edm = 0.0053549 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297297.6831667 Edm = 0.490779 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297296.8968907 Edm = 0.352778 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297295.9909695 Edm = 1.03558 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297295.6157035 Edm = 0.124712 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297295.4899506 Edm = 0.0178509 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297295.4328912 Edm = 0.0143525 NCalls = 271 -VariableMetric: Iteration # 79 - FCN = 297295.4115758 Edm = 0.0038306 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297295.4087112 Edm = 0.000881969 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297295.4078626 Edm = 0.000120403 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297295.4065448 Edm = 0.000921166 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297295.3991978 Edm = 0.0045791 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297295.3112733 Edm = 0.0894146 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297295.0737409 Edm = 0.253573 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297294.6445937 Edm = 0.41174 NCalls = 301 -VariableMetric: Iteration # 87 - FCN = 297293.1500409 Edm = 1.17611 NCalls = 306 -VariableMetric: Iteration # 88 - FCN = 297291.8357465 Edm = 0.309384 NCalls = 309 -VariableMetric: Iteration # 89 - FCN = 297291.5808371 Edm = 0.0694101 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297291.555641 Edm = 0.00272126 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297291.5529597 Edm = 0.000175151 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297291.5506842 Edm = 0.00212648 NCalls = 318 -VariableMetric: Iteration # 93 - FCN = 297291.4453947 Edm = 0.0842879 NCalls = 323 -VariableMetric: Iteration # 94 - FCN = 297291.0753405 Edm = 0.376671 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297290.7850144 Edm = 0.148663 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297290.6018222 Edm = 0.233566 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297290.2293594 Edm = 0.208042 NCalls = 336 -VariableMetric: Iteration # 98 - FCN = 297289.0108356 Edm = 1.44094 NCalls = 338 -VariableMetric: Iteration # 99 - FCN = 297288.5456763 Edm = 0.420217 NCalls = 342 -VariableMetric: Iteration # 100 - FCN = 297287.6057241 Edm = 0.172248 NCalls = 346 -VariableMetric: Iteration # 101 - FCN = 297287.454813 Edm = 0.0233109 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297287.4294053 Edm = 0.0149341 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297287.388969 Edm = 0.019865 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297287.3430833 Edm = 0.0121612 NCalls = 355 -VariableMetric: Iteration # 105 - FCN = 297287.3262829 Edm = 0.00312259 NCalls = 357 -VariableMetric: Iteration # 106 - FCN = 297287.3230435 Edm = 0.00108593 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297287.3220963 Edm = 0.000102753 NCalls = 360 -VariableMetric: Iteration # 108 - FCN = 297287.321888 Edm = 7.07856e-05 NCalls = 362 -VariableMetric: Iteration # 109 - FCN = 297287.3213792 Edm = 0.000386297 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297287.3079649 Edm = 0.0129835 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297286.8647181 Edm = 0.482302 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297286.5226174 Edm = 0.344358 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297285.6015875 Edm = 0.764552 NCalls = 386 -VariableMetric: Iteration # 114 - FCN = 297284.5223915 Edm = 0.890304 NCalls = 389 -VariableMetric: Iteration # 115 - FCN = 297284.1976924 Edm = 0.777459 NCalls = 391 -VariableMetric: Iteration # 116 - FCN = 297283.4093225 Edm = 1.32076 NCalls = 395 -VariableMetric: Iteration # 117 - FCN = 297281.7204686 Edm = 1.16497 NCalls = 400 -VariableMetric: Iteration # 118 - FCN = 297280.071085 Edm = 4.90654 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297279.3576341 Edm = 2.64794 NCalls = 405 -VariableMetric: Iteration # 120 - FCN = 297278.4646707 Edm = 1.83539 NCalls = 409 -VariableMetric: Iteration # 121 - FCN = 297276.1801467 Edm = 1.95567 NCalls = 413 -VariableMetric: Iteration # 122 - FCN = 297275.2496625 Edm = 0.741266 NCalls = 415 -VariableMetric: Iteration # 123 - FCN = 297274.5997468 Edm = 0.308735 NCalls = 418 -VariableMetric: Iteration # 124 - FCN = 297274.2724816 Edm = 0.0431471 NCalls = 420 -VariableMetric: Iteration # 125 - FCN = 297274.2490486 Edm = 0.00476082 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297274.2443447 Edm = 0.00124344 NCalls = 424 -VariableMetric: Iteration # 127 - FCN = 297274.2402482 Edm = 0.00351259 NCalls = 426 -VariableMetric: Iteration # 128 - FCN = 297274.2313002 Edm = 0.00929473 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297274.2275257 Edm = 0.0136556 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297274.223538 Edm = 0.00389617 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297274.1516387 Edm = 0.0239485 NCalls = 445 -VariableMetric: Iteration # 132 - FCN = 297274.1126031 Edm = 0.033031 NCalls = 448 -VariableMetric: Iteration # 133 - FCN = 297274.1000074 Edm = 0.0280052 NCalls = 451 -VariableMetric: Iteration # 134 - FCN = 297274.0645733 Edm = 0.0109819 NCalls = 453 -VariableMetric: Iteration # 135 - FCN = 297274.0570359 Edm = 0.00250357 NCalls = 455 -VariableMetric: Iteration # 136 - FCN = 297274.0509096 Edm = 0.00206731 NCalls = 457 -VariableMetric: Iteration # 137 - FCN = 297274.0338326 Edm = 0.0160608 NCalls = 460 -VariableMetric: Iteration # 138 - FCN = 297273.7331274 Edm = 0.304465 NCalls = 466 -VariableMetric: Iteration # 139 - FCN = 297273.5634538 Edm = 0.157013 NCalls = 471 -VariableMetric: Iteration # 140 - FCN = 297268.3044932 Edm = 8.66018 NCalls = 482 -VariableMetric: Iteration # 141 - FCN = 297268.1275677 Edm = 2.29059 NCalls = 485 -VariableMetric: Iteration # 142 - FCN = 297267.6533998 Edm = 0.178139 NCalls = 487 -VariableMetric: Iteration # 143 - FCN = 297267.2799659 Edm = 0.291213 NCalls = 490 -VariableMetric: Iteration # 144 - FCN = 297265.5698096 Edm = 0.574371 NCalls = 495 -VariableMetric: Iteration # 145 - FCN = 297265.0452376 Edm = 0.154677 NCalls = 497 -VariableMetric: Iteration # 146 - FCN = 297264.8370444 Edm = 0.0681401 NCalls = 500 -VariableMetric: Iteration # 147 - FCN = 297264.6799523 Edm = 0.0184287 NCalls = 502 -VariableMetric: Iteration # 148 - FCN = 297264.6566608 Edm = 0.0074501 NCalls = 504 -VariableMetric: Iteration # 149 - FCN = 297264.6437627 Edm = 0.0116651 NCalls = 506 -VariableMetric: Iteration # 150 - FCN = 297264.58862 Edm = 0.023548 NCalls = 509 -VariableMetric: Iteration # 151 - FCN = 297264.5556368 Edm = 0.00153838 NCalls = 511 -VariableMetric: Iteration # 152 - FCN = 297264.5539062 Edm = 7.63895e-05 NCalls = 513 -VariableMetric: Iteration # 153 - FCN = 297264.5537808 Edm = 3.00435e-05 NCalls = 515 -VariableMetric: After Hessian - FCN = 297264.5537808 Edm = 3428.87 NCalls = 990 -VariableMetric: Iteration # 154 - FCN = 297264.5537808 Edm = 3428.87 NCalls = 990 -VariableMetric: Iteration # 155 - FCN = 297261.2052754 Edm = 326.656 NCalls = 995 -VariableMetric: Iteration # 156 - FCN = 297260.6514648 Edm = 0.979083 NCalls = 997 -VariableMetric: Iteration # 157 - FCN = 297259.2224252 Edm = 0.2167 NCalls = 999 -VariableMetric: Iteration # 158 - FCN = 297258.8023362 Edm = 0.0570566 NCalls = 1001 -VariableMetric: Iteration # 159 - FCN = 297258.6380373 Edm = 0.0554276 NCalls = 1003 -VariableMetric: Iteration # 160 - FCN = 297258.4660093 Edm = 0.0400398 NCalls = 1005 -VariableMetric: Iteration # 161 - FCN = 297258.3483914 Edm = 0.0305094 NCalls = 1007 -VariableMetric: Iteration # 162 - FCN = 297258.0779603 Edm = 0.0861842 NCalls = 1011 -VariableMetric: Iteration # 163 - FCN = 297257.9326483 Edm = 0.0917721 NCalls = 1014 -VariableMetric: Iteration # 164 - FCN = 297257.7362277 Edm = 0.167086 NCalls = 1017 -VariableMetric: Iteration # 165 - FCN = 297257.5340579 Edm = 0.115741 NCalls = 1020 -VariableMetric: Iteration # 166 - FCN = 297257.435278 Edm = 0.0626491 NCalls = 1022 -VariableMetric: Iteration # 167 - FCN = 297257.3533938 Edm = 0.0333826 NCalls = 1024 -VariableMetric: Iteration # 168 - FCN = 297257.2573464 Edm = 0.0328817 NCalls = 1026 -VariableMetric: Iteration # 169 - FCN = 297257.1663673 Edm = 0.0308636 NCalls = 1028 -VariableMetric: Iteration # 170 - FCN = 297257.1062966 Edm = 0.0192484 NCalls = 1030 -VariableMetric: Iteration # 171 - FCN = 297257.0583859 Edm = 0.0320705 NCalls = 1033 -VariableMetric: Iteration # 172 - FCN = 297256.9280196 Edm = 0.0419455 NCalls = 1037 -VariableMetric: Iteration # 173 - FCN = 297256.8331086 Edm = 0.0238524 NCalls = 1039 -VariableMetric: Iteration # 174 - FCN = 297256.7729904 Edm = 0.0281743 NCalls = 1041 -VariableMetric: Iteration # 175 - FCN = 297256.3005183 Edm = 5.97584 NCalls = 1045 -VariableMetric: Iteration # 176 - FCN = 297256.2445359 Edm = 0.0940253 NCalls = 1047 -VariableMetric: Iteration # 177 - FCN = 297249.8866528 Edm = 7.46318 NCalls = 1056 -VariableMetric: Iteration # 178 - FCN = 297249.8254579 Edm = 0.475044 NCalls = 1057 -VariableMetric: Iteration # 179 - FCN = 297248.2397432 Edm = 5.04613 NCalls = 1061 -VariableMetric: Iteration # 180 - FCN = 297246.1994263 Edm = 1.75913 NCalls = 1066 -VariableMetric: Iteration # 181 - FCN = 297237.577183 Edm = 3.80037 NCalls = 1068 -VariableMetric: Iteration # 182 - FCN = 297235.6635425 Edm = 1.10372 NCalls = 1070 -VariableMetric: Iteration # 183 - FCN = 297235.1435343 Edm = 0.177755 NCalls = 1072 -VariableMetric: Iteration # 184 - FCN = 297234.8833624 Edm = 0.101922 NCalls = 1074 -VariableMetric: Iteration # 185 - FCN = 297234.5680597 Edm = 0.143468 NCalls = 1076 -VariableMetric: Iteration # 186 - FCN = 297234.2081595 Edm = 0.106395 NCalls = 1078 -VariableMetric: Iteration # 187 - FCN = 297233.7609735 Edm = 0.135348 NCalls = 1080 -VariableMetric: Iteration # 188 - FCN = 297233.5307562 Edm = 0.0694925 NCalls = 1082 -VariableMetric: Iteration # 189 - FCN = 297233.451528 Edm = 0.102046 NCalls = 1084 -VariableMetric: Iteration # 190 - FCN = 297233.357498 Edm = 0.0428073 NCalls = 1086 -VariableMetric: Iteration # 191 - FCN = 297233.2633051 Edm = 0.0662478 NCalls = 1089 -VariableMetric: Iteration # 192 - FCN = 297233.1748643 Edm = 0.032641 NCalls = 1091 -VariableMetric: Iteration # 193 - FCN = 297233.1213899 Edm = 0.0193411 NCalls = 1093 -VariableMetric: Iteration # 194 - FCN = 297233.078255 Edm = 0.013781 NCalls = 1095 -VariableMetric: Iteration # 195 - FCN = 297233.0600188 Edm = 0.00338009 NCalls = 1097 -VariableMetric: Iteration # 196 - FCN = 297233.0547455 Edm = 0.00149392 NCalls = 1099 -VariableMetric: Iteration # 197 - FCN = 297233.0508066 Edm = 0.00125178 NCalls = 1101 -VariableMetric: Iteration # 198 - FCN = 297233.042244 Edm = 0.00319151 NCalls = 1104 -VariableMetric: Iteration # 199 - FCN = 297233.0351538 Edm = 0.00171754 NCalls = 1106 -VariableMetric: Iteration # 200 - FCN = 297233.0243579 Edm = 0.00509944 NCalls = 1109 -VariableMetric: Iteration # 201 - FCN = 297233.0120874 Edm = 0.00129459 NCalls = 1111 -VariableMetric: Iteration # 202 - FCN = 297233.0100185 Edm = 0.000315075 NCalls = 1113 -VariableMetric: Iteration # 203 - FCN = 297233.0085883 Edm = 0.00054294 NCalls = 1115 -VariableMetric: Iteration # 204 - FCN = 297233.0067181 Edm = 0.000283726 NCalls = 1117 -VariableMetric: Iteration # 205 - FCN = 297233.0057965 Edm = 0.000444564 NCalls = 1119 -VariableMetric: Iteration # 206 - FCN = 297233.002774 Edm = 0.000545632 NCalls = 1122 -VariableMetric: Iteration # 207 - FCN = 297233.0015796 Edm = 0.00043304 NCalls = 1124 -VariableMetric: Iteration # 208 - FCN = 297233.0005203 Edm = 5.04465e-05 NCalls = 1126 -VariableMetric: After Hessian - FCN = 297233.0005203 Edm = 0.000281922 NCalls = 1611 -VariableMetric: Iteration # 209 - FCN = 297233.0005203 Edm = 0.000281922 NCalls = 1611 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302817.4867997 Edm = 12.0955 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302817.4867997 Edm = 12.0955 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301840.6209032 Edm = 3.02267 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301835.3775966 Edm = 6.19347 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298597.948826 Edm = 76.8786 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298535.454391 Edm = 1.16883 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298526.2334082 Edm = 5.35147 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297786.4531757 Edm = 54.3016 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297719.7914363 Edm = 34.011 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297666.8655915 Edm = 1.17967 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297665.3456661 Edm = 0.0901156 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297665.2284617 Edm = 0.0438714 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297664.6204157 Edm = 0.528498 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297569.5234556 Edm = 9.36207 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297561.5727595 Edm = 0.346386 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297561.2378447 Edm = 0.130072 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297561.1425058 Edm = 0.017944 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297560.5842563 Edm = 0.552688 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297480.5361841 Edm = 29.2107 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297459.0656016 Edm = 19.9734 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297429.8324013 Edm = 12.2899 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297371.9579334 Edm = 6.53036 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297366.3166696 Edm = 20.1867 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297356.0058164 Edm = 3.38089 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297347.5776445 Edm = 1.49136 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297344.7552733 Edm = 2.79261 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297339.2063882 Edm = 6.60367 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297336.5848871 Edm = 4.72759 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297331.383879 Edm = 0.397274 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297330.9238709 Edm = 0.0718122 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297330.7876249 Edm = 0.0368837 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297330.6097548 Edm = 0.0505622 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297330.5632909 Edm = 0.0578425 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297330.5215781 Edm = 0.00954603 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297330.4911482 Edm = 0.0311939 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297330.4562553 Edm = 0.0262117 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297329.7098843 Edm = 0.824729 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297329.5348954 Edm = 0.335695 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297328.6400742 Edm = 0.820518 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297313.3687613 Edm = 12.7386 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297281.8058815 Edm = 4.14209 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297275.1702641 Edm = 2.26932 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297274.1824292 Edm = 1.02714 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297273.3225619 Edm = 0.0511449 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297273.2834422 Edm = 0.00284739 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297273.2766149 Edm = 0.00466514 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297272.7041335 Edm = 0.504626 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297256.0361647 Edm = 9.59687 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297243.3625522 Edm = 3.92431 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297239.9760339 Edm = 3.05447 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297239.0234405 Edm = 0.504048 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297238.6020259 Edm = 0.0395147 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297238.5746228 Edm = 0.00329728 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297238.5718971 Edm = 0.000774079 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297238.5689672 Edm = 0.00246017 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297238.4148533 Edm = 0.139929 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297235.2678279 Edm = 0.840539 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297234.0250227 Edm = 0.012064 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297234.0135891 Edm = 0.000479914 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297234.0126073 Edm = 0.000578382 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297233.9159649 Edm = 0.0917945 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297227.925641 Edm = 1.21048 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297226.167785 Edm = 0.119321 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297226.0110549 Edm = 0.0854083 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297225.9476588 Edm = 0.0434537 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297225.8996449 Edm = 0.0141364 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297225.8488442 Edm = 0.0110945 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297225.8325503 Edm = 0.000636056 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297225.8314353 Edm = 0.000505323 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297225.828461 Edm = 0.0032992 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297225.5943561 Edm = 0.250369 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297225.5933777 Edm = 0.000498328 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297225.5760899 Edm = 0.0220719 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297225.4093575 Edm = 0.139873 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297223.2231153 Edm = 1.54255 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297222.0142317 Edm = 0.091573 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297221.9030505 Edm = 0.00827617 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297221.8937413 Edm = 0.000359047 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297221.8931219 Edm = 0.000114573 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297221.8929227 Edm = 6.66722e-05 NCalls = 250 -VariableMetric: After Hessian - FCN = 297221.8929227 Edm = 3933.97 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297221.8929227 Edm = 3933.97 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297218.8365036 Edm = 10512.8 NCalls = 735 -VariableMetric: Iteration # 81 - FCN = 297218.7414169 Edm = 848548 NCalls = 745 -VariableMetric: Iteration # 82 - FCN = 297218.6771842 Edm = 1246.55 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297218.5040947 Edm = 3342.29 NCalls = 754 -VariableMetric: Iteration # 84 - FCN = 297218.3586741 Edm = 600.771 NCalls = 758 -VariableMetric: Iteration # 85 - FCN = 297217.5145725 Edm = 1949.68 NCalls = 761 -VariableMetric: Iteration # 86 - FCN = 297216.8753589 Edm = 873.217 NCalls = 764 -VariableMetric: Iteration # 87 - FCN = 297215.1323688 Edm = 840.783 NCalls = 767 -VariableMetric: Iteration # 88 - FCN = 297214.4759559 Edm = 768.088 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297212.6420173 Edm = 253.774 NCalls = 773 -VariableMetric: Iteration # 90 - FCN = 297211.3338202 Edm = 122.44 NCalls = 776 -VariableMetric: Iteration # 91 - FCN = 297210.976793 Edm = 58.3299 NCalls = 779 -VariableMetric: Iteration # 92 - FCN = 297208.4337043 Edm = 241.232 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297206.2606765 Edm = 41.0937 NCalls = 784 -VariableMetric: Iteration # 94 - FCN = 297205.741818 Edm = 98.6966 NCalls = 786 -VariableMetric: Iteration # 95 - FCN = 297205.4350234 Edm = 31.9321 NCalls = 789 -VariableMetric: Iteration # 96 - FCN = 297205.1837608 Edm = 38.0014 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297205.1419212 Edm = 47.976 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297204.6180598 Edm = 32.4446 NCalls = 795 -VariableMetric: Iteration # 99 - FCN = 297203.5261023 Edm = 14.7806 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297203.1575843 Edm = 9.22818 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297202.928563 Edm = 4.21164 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297202.6123146 Edm = 2.63852 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297202.2866731 Edm = 1.61278 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297202.0810684 Edm = 0.901805 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297201.8331209 Edm = 0.426015 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297201.3235043 Edm = 0.234194 NCalls = 813 -VariableMetric: Iteration # 107 - FCN = 297200.9972331 Edm = 0.146208 NCalls = 815 -VariableMetric: Iteration # 108 - FCN = 297200.8817515 Edm = 0.265285 NCalls = 818 -VariableMetric: Iteration # 109 - FCN = 297200.7530547 Edm = 0.0604579 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297200.6400487 Edm = 0.029186 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297200.5795354 Edm = 0.0184957 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297200.5553458 Edm = 0.00530877 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297200.5502294 Edm = 0.00321679 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297200.5488073 Edm = 0.00142899 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297200.5461715 Edm = 0.00177906 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297200.5434501 Edm = 0.00166691 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297200.5393883 Edm = 0.00185203 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297200.5355056 Edm = 0.00489346 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297200.5301712 Edm = 0.00603559 NCalls = 843 -VariableMetric: Iteration # 120 - FCN = 297200.5175923 Edm = 0.0154947 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297200.510423 Edm = 0.00612869 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297200.5035468 Edm = 0.00481047 NCalls = 854 -VariableMetric: Iteration # 123 - FCN = 297200.4969167 Edm = 0.00316947 NCalls = 856 -VariableMetric: Iteration # 124 - FCN = 297200.4859663 Edm = 0.00547196 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297200.4808797 Edm = 0.00273887 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297200.478909 Edm = 0.00100315 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297200.4777209 Edm = 0.000389548 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297200.476983 Edm = 0.000149816 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297200.4768113 Edm = 4.92541e-05 NCalls = 871 -VariableMetric: After Hessian - FCN = 297200.4768113 Edm = 0.0802155 NCalls = 1356 -VariableMetric: Iteration # 130 - FCN = 297200.4768113 Edm = 0.0802155 NCalls = 1356 -VariableMetric: Iteration # 131 - FCN = 297200.4751742 Edm = 0.00157771 NCalls = 1359 -VariableMetric: Iteration # 132 - FCN = 297200.4723654 Edm = 0.00132747 NCalls = 1362 -VariableMetric: Iteration # 133 - FCN = 297200.4712574 Edm = 0.000300731 NCalls = 1364 -VariableMetric: Iteration # 134 - FCN = 297200.4702294 Edm = 0.000629736 NCalls = 1368 -VariableMetric: Iteration # 135 - FCN = 297200.4674915 Edm = 0.000981563 NCalls = 1370 -VariableMetric: Iteration # 136 - FCN = 297200.4662205 Edm = 0.00123438 NCalls = 1373 -VariableMetric: Iteration # 137 - FCN = 297200.4611414 Edm = 0.00357986 NCalls = 1377 -VariableMetric: Iteration # 138 - FCN = 297200.458777 Edm = 0.00152618 NCalls = 1379 -VariableMetric: Iteration # 139 - FCN = 297200.4547142 Edm = 0.00593246 NCalls = 1381 -VariableMetric: Iteration # 140 - FCN = 297200.4481131 Edm = 0.00275894 NCalls = 1385 -VariableMetric: Iteration # 141 - FCN = 297200.4445502 Edm = 0.010347 NCalls = 1388 -VariableMetric: Iteration # 142 - FCN = 297200.4377114 Edm = 0.00332899 NCalls = 1391 -VariableMetric: Iteration # 143 - FCN = 297200.433028 Edm = 0.00243618 NCalls = 1394 -VariableMetric: Iteration # 144 - FCN = 297200.4260218 Edm = 0.00753357 NCalls = 1396 -VariableMetric: Iteration # 145 - FCN = 297200.4218218 Edm = 0.0112416 NCalls = 1399 -VariableMetric: Iteration # 146 - FCN = 297200.4144132 Edm = 0.0026135 NCalls = 1402 -VariableMetric: Iteration # 147 - FCN = 297200.4098378 Edm = 0.0010082 NCalls = 1405 -VariableMetric: Iteration # 148 - FCN = 297200.4050065 Edm = 0.000679072 NCalls = 1407 -VariableMetric: Iteration # 149 - FCN = 297200.4032442 Edm = 0.000618454 NCalls = 1409 -VariableMetric: Iteration # 150 - FCN = 297200.4023473 Edm = 0.00104898 NCalls = 1411 -VariableMetric: Iteration # 151 - FCN = 297200.4012468 Edm = 0.00035655 NCalls = 1413 -VariableMetric: Iteration # 152 - FCN = 297200.4004442 Edm = 0.000240648 NCalls = 1415 -VariableMetric: Iteration # 153 - FCN = 297200.400148 Edm = 0.00012063 NCalls = 1417 -VariableMetric: Iteration # 154 - FCN = 297200.3990494 Edm = 0.000203631 NCalls = 1420 -VariableMetric: Iteration # 155 - FCN = 297200.3986533 Edm = 0.000190449 NCalls = 1422 -VariableMetric: Iteration # 156 - FCN = 297200.3979466 Edm = 0.000400664 NCalls = 1424 -VariableMetric: Iteration # 157 - FCN = 297200.3966833 Edm = 0.000259083 NCalls = 1426 -VariableMetric: Iteration # 158 - FCN = 297200.3962162 Edm = 0.000123713 NCalls = 1428 -VariableMetric: Iteration # 159 - FCN = 297200.396031 Edm = 0.000127603 NCalls = 1430 -VariableMetric: Iteration # 160 - FCN = 297200.3956737 Edm = 6.46947e-05 NCalls = 1433 -VariableMetric: After Hessian - FCN = 297200.3956737 Edm = 0.00182012 NCalls = 1922 -VariableMetric: Iteration # 161 - FCN = 297200.3956737 Edm = 0.00182012 NCalls = 1922 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306149.3604677 Edm = 18.229 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306149.3604677 Edm = 18.229 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300284.5302372 Edm = 5.40035 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299299.693985 Edm = 2.83006 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299294.8513862 Edm = 1.84287 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298003.2550542 Edm = 21.8958 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 297946.4264783 Edm = 295.743 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297793.7955298 Edm = 93.8916 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297691.0471792 Edm = 4.74769 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297685.3302128 Edm = 0.526452 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297681.2510924 Edm = 6.05839 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297637.2559122 Edm = 25.9864 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297526.9805838 Edm = 10.0585 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297518.10597 Edm = 0.312931 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297517.7314708 Edm = 0.0254144 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297517.6155832 Edm = 0.0881238 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297508.8329697 Edm = 5.38507 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297406.1270129 Edm = 25.735 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297390.2513674 Edm = 2.56555 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297388.26887 Edm = 0.221469 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297387.9895268 Edm = 0.164185 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297385.4261905 Edm = 2.42716 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297338.5955938 Edm = 21.0145 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297323.9630139 Edm = 2.07228 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297322.041685 Edm = 0.833858 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297321.3769031 Edm = 0.34233 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297320.7467402 Edm = 0.0196035 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297320.7026499 Edm = 0.0269877 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297319.2276319 Edm = 2.12105 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297319.1812494 Edm = 0.0352432 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297318.010133 Edm = 1.51191 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297317.9407585 Edm = 0.0568407 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297316.4384209 Edm = 1.35729 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297284.4808966 Edm = 10.7251 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297271.8220834 Edm = 4.05397 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297267.3942088 Edm = 0.850055 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297266.4104098 Edm = 0.474661 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297265.846293 Edm = 0.120239 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297265.705654 Edm = 0.00858046 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297265.6908283 Edm = 0.00347772 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297265.6612974 Edm = 0.0314067 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297263.247753 Edm = 1.65447 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297245.136628 Edm = 4.32965 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297231.3821402 Edm = 3.11523 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297228.8190144 Edm = 0.654612 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297228.3303785 Edm = 0.155912 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297228.171696 Edm = 0.032818 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297228.1274286 Edm = 0.00720268 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297228.1161784 Edm = 0.00322376 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297228.1063113 Edm = 0.00340999 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297228.0097335 Edm = 0.0994427 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297225.1881317 Edm = 2.48168 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297216.753812 Edm = 7.47305 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297208.2550327 Edm = 1.34051 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297206.6685961 Edm = 0.360548 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297206.1453878 Edm = 0.10885 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297206.0732706 Edm = 0.0284545 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297206.0451188 Edm = 0.00202981 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297206.0423595 Edm = 0.00107196 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297206.0369822 Edm = 0.00325569 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297205.9981691 Edm = 0.0206329 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297205.7366665 Edm = 0.247974 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297203.5882628 Edm = 1.24144 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297196.6536844 Edm = 1.78931 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297195.1935518 Edm = 0.891719 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297194.5767039 Edm = 0.616239 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297194.2422657 Edm = 0.0719948 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297194.1761691 Edm = 0.00909262 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297194.1613274 Edm = 0.00362946 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297194.153726 Edm = 0.00194144 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297194.1489138 Edm = 0.00151886 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297194.1457547 Edm = 0.000956457 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297194.1412677 Edm = 0.0044794 NCalls = 224 -VariableMetric: Iteration # 72 - FCN = 297193.933266 Edm = 0.181967 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297189.1986229 Edm = 2.36132 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297187.5770185 Edm = 0.412918 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297187.2007205 Edm = 0.0154111 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297187.1791727 Edm = 0.00193938 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297187.1755282 Edm = 0.00101171 NCalls = 243 -VariableMetric: Iteration # 78 - FCN = 297187.1702713 Edm = 0.00282483 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297187.1528015 Edm = 0.00933025 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297187.0659103 Edm = 0.0491368 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297186.2752402 Edm = 0.662367 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297181.452639 Edm = 2.86985 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297177.5332096 Edm = 0.791538 NCalls = 262 -VariableMetric: Iteration # 84 - FCN = 297176.9764453 Edm = 0.240634 NCalls = 264 -VariableMetric: Iteration # 85 - FCN = 297176.8470503 Edm = 0.0270315 NCalls = 266 -VariableMetric: Iteration # 86 - FCN = 297176.828356 Edm = 0.00138171 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297176.8271437 Edm = 0.000321241 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297176.8255821 Edm = 0.00108177 NCalls = 273 -VariableMetric: Iteration # 89 - FCN = 297176.8242459 Edm = 0.00147337 NCalls = 275 -VariableMetric: Iteration # 90 - FCN = 297176.8201448 Edm = 0.00385604 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297176.7434909 Edm = 0.0882734 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297175.9407512 Edm = 0.184194 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297174.0400342 Edm = 0.514008 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297173.3482743 Edm = 0.109765 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297173.2623898 Edm = 0.00388279 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297173.2595743 Edm = 0.000250165 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297173.2590869 Edm = 0.000223105 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297173.2540713 Edm = 0.00362257 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297173.213686 Edm = 0.0341387 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297170.3421376 Edm = 2.63979 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 297168.5278978 Edm = 2.56499 NCalls = 321 -VariableMetric: Iteration # 102 - FCN = 297163.6490235 Edm = 3.50521 NCalls = 327 -VariableMetric: Iteration # 103 - FCN = 297161.0974619 Edm = 0.609407 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297160.4100433 Edm = 0.230143 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297160.1467467 Edm = 0.0843703 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297160.030583 Edm = 0.0466059 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297159.9451334 Edm = 0.0403978 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297159.8361052 Edm = 0.112078 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297159.7969839 Edm = 0.0528787 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297159.7199286 Edm = 0.0268176 NCalls = 349 -VariableMetric: Iteration # 111 - FCN = 297159.6970073 Edm = 0.0157449 NCalls = 351 -VariableMetric: Iteration # 112 - FCN = 297159.6792331 Edm = 0.00339253 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297159.6746347 Edm = 0.000547277 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297159.6736986 Edm = 0.0001564 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297159.6731909 Edm = 0.000386297 NCalls = 360 -VariableMetric: Iteration # 116 - FCN = 297159.6613583 Edm = 0.00914744 NCalls = 365 -VariableMetric: Iteration # 117 - FCN = 297159.354932 Edm = 0.262726 NCalls = 370 -VariableMetric: Iteration # 118 - FCN = 297157.7283878 Edm = 1.31913 NCalls = 373 -VariableMetric: Iteration # 119 - FCN = 297156.46861 Edm = 2.38823 NCalls = 376 -VariableMetric: Iteration # 120 - FCN = 297155.1309766 Edm = 0.312714 NCalls = 380 -VariableMetric: Iteration # 121 - FCN = 297154.8589755 Edm = 0.0424178 NCalls = 382 -VariableMetric: Iteration # 122 - FCN = 297154.8086245 Edm = 0.0121555 NCalls = 384 -VariableMetric: Iteration # 123 - FCN = 297154.7990775 Edm = 0.0109451 NCalls = 386 -VariableMetric: Iteration # 124 - FCN = 297154.7856817 Edm = 0.00234677 NCalls = 388 -VariableMetric: Iteration # 125 - FCN = 297154.7822429 Edm = 0.000117018 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297154.7821167 Edm = 2.92051e-05 NCalls = 392 -VariableMetric: After Hessian - FCN = 297154.7821167 Edm = 204.867 NCalls = 867 -VariableMetric: Iteration # 127 - FCN = 297154.7821167 Edm = 204.867 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297153.7068156 Edm = 61.6898 NCalls = 871 -VariableMetric: Iteration # 129 - FCN = 297153.2456784 Edm = 0.996587 NCalls = 873 -VariableMetric: Iteration # 130 - FCN = 297151.3590411 Edm = 1.32917 NCalls = 876 -VariableMetric: Iteration # 131 - FCN = 297150.0323301 Edm = 0.43006 NCalls = 878 -VariableMetric: Iteration # 132 - FCN = 297149.5665682 Edm = 0.33934 NCalls = 880 -VariableMetric: Iteration # 133 - FCN = 297148.7084287 Edm = 0.191074 NCalls = 883 -VariableMetric: Iteration # 134 - FCN = 297148.0439544 Edm = 0.17905 NCalls = 885 -VariableMetric: Iteration # 135 - FCN = 297147.8347287 Edm = 0.0512993 NCalls = 888 -VariableMetric: Iteration # 136 - FCN = 297147.7562307 Edm = 0.0194319 NCalls = 890 -VariableMetric: Iteration # 137 - FCN = 297147.6780768 Edm = 0.0194852 NCalls = 892 -VariableMetric: Iteration # 138 - FCN = 297147.6409739 Edm = 0.00615093 NCalls = 894 -VariableMetric: Iteration # 139 - FCN = 297147.6260049 Edm = 0.00382435 NCalls = 896 -VariableMetric: Iteration # 140 - FCN = 297147.6162663 Edm = 0.00335681 NCalls = 898 -VariableMetric: Iteration # 141 - FCN = 297147.6050089 Edm = 0.00454817 NCalls = 900 -VariableMetric: Iteration # 142 - FCN = 297147.5902417 Edm = 0.00576981 NCalls = 902 -VariableMetric: Iteration # 143 - FCN = 297147.5542988 Edm = 0.0123865 NCalls = 905 -VariableMetric: Iteration # 144 - FCN = 297147.5043195 Edm = 0.01105 NCalls = 907 -VariableMetric: Iteration # 145 - FCN = 297147.4689112 Edm = 0.0159121 NCalls = 910 -VariableMetric: Iteration # 146 - FCN = 297147.4485938 Edm = 0.00796586 NCalls = 912 -VariableMetric: Iteration # 147 - FCN = 297147.4357161 Edm = 0.00432718 NCalls = 914 -VariableMetric: Iteration # 148 - FCN = 297147.4226055 Edm = 0.00303814 NCalls = 916 -VariableMetric: Iteration # 149 - FCN = 297147.413475 Edm = 0.00282884 NCalls = 918 -VariableMetric: Iteration # 150 - FCN = 297147.4040681 Edm = 0.00324961 NCalls = 920 -VariableMetric: Iteration # 151 - FCN = 297147.387775 Edm = 0.00426731 NCalls = 922 -VariableMetric: Iteration # 152 - FCN = 297147.3798407 Edm = 0.000829085 NCalls = 924 -VariableMetric: Iteration # 153 - FCN = 297147.3786823 Edm = 0.00010343 NCalls = 926 -VariableMetric: Iteration # 154 - FCN = 297147.3785154 Edm = 2.38601e-05 NCalls = 928 -VariableMetric: After Hessian - FCN = 297147.3785154 Edm = 7.42686e-05 NCalls = 1399 -VariableMetric: Iteration # 155 - FCN = 297147.3785154 Edm = 7.42686e-05 NCalls = 1399 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 347319.7763195 Edm = 1451.65 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 347319.7763195 Edm = 1451.65 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302094.6738088 Edm = 5.61971 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 302056.8371384 Edm = 7.00683 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299354.4384919 Edm = 29.3954 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298385.8134003 Edm = 2374.45 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298332.8659697 Edm = 18.6315 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298220.1551502 Edm = 134.073 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298012.7403431 Edm = 181.64 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297874.7518174 Edm = 0.442682 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297873.4039753 Edm = 0.593546 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297855.6954048 Edm = 12.772 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297747.5106523 Edm = 2.42315 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297745.2317143 Edm = 0.0637893 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297745.1670372 Edm = 0.0170098 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297744.4294078 Edm = 0.744109 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297718.6801855 Edm = 1.61994 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297622.8296204 Edm = 19.7207 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297587.6664086 Edm = 1.56899 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297587.0129865 Edm = 0.0849752 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297586.8719021 Edm = 0.0499364 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297568.2971968 Edm = 12.1374 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297503.9928279 Edm = 78.9223 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297475.7847713 Edm = 21.0517 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297405.9346026 Edm = 0.45928 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297405.3084253 Edm = 0.0104993 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297405.2531514 Edm = 0.0351353 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297400.5724109 Edm = 4.38186 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297362.971668 Edm = 6.10834 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297355.9693911 Edm = 1.02838 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297355.0528684 Edm = 0.0888115 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297355.0191247 Edm = 0.0353812 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297354.9982095 Edm = 0.00485635 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297354.9917503 Edm = 0.00331026 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297354.9280911 Edm = 0.0523756 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297346.6419782 Edm = 0.483103 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297346.0768679 Edm = 0.00266636 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297346.0726279 Edm = 0.00144449 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297345.9176314 Edm = 0.120882 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297343.386934 Edm = 1.70824 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297335.2530461 Edm = 4.89851 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297328.2121807 Edm = 1.07045 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297327.0428737 Edm = 0.0518643 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297326.9891894 Edm = 0.00253811 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297326.9849984 Edm = 0.00213658 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297326.9754293 Edm = 0.0138809 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297326.8396862 Edm = 0.144039 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297326.8012769 Edm = 0.0353496 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297320.5425756 Edm = 0.984067 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297319.1288935 Edm = 0.230231 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297318.9360978 Edm = 0.0675198 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297318.86804 Edm = 0.00171446 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297318.8660569 Edm = 0.000254139 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297318.8649819 Edm = 0.000545685 NCalls = 167 -VariableMetric: Iteration # 53 - FCN = 297318.8618122 Edm = 0.00292375 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297318.7951873 Edm = 0.0631421 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297317.191939 Edm = 0.427356 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297316.7759868 Edm = 0.0454106 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297316.735747 Edm = 0.0036459 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297316.7305788 Edm = 0.000170218 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297316.7302949 Edm = 9.51661e-05 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297316.7227418 Edm = 0.00690689 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297316.0997356 Edm = 0.29034 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297315.6282089 Edm = 0.0072506 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297315.6214725 Edm = 0.000182185 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297315.62127 Edm = 4.56346e-05 NCalls = 203 -VariableMetric: After Hessian - FCN = 297315.62127 Edm = 3.36318 NCalls = 674 -VariableMetric: Iteration # 65 - FCN = 297315.62127 Edm = 3.36318 NCalls = 674 -VariableMetric: Iteration # 66 - FCN = 297312.5358093 Edm = 1.02099 NCalls = 677 -VariableMetric: Iteration # 67 - FCN = 297312.2791921 Edm = 0.315541 NCalls = 679 -VariableMetric: Iteration # 68 - FCN = 297311.8473535 Edm = 0.232849 NCalls = 681 -VariableMetric: Iteration # 69 - FCN = 297311.5914307 Edm = 0.248852 NCalls = 684 -VariableMetric: Iteration # 70 - FCN = 297310.8409414 Edm = 1.16895 NCalls = 688 -VariableMetric: Iteration # 71 - FCN = 297310.0305666 Edm = 3.34809 NCalls = 693 -VariableMetric: Iteration # 72 - FCN = 297309.8338635 Edm = 1.84053 NCalls = 698 -VariableMetric: Iteration # 73 - FCN = 297308.7809985 Edm = 1.95661 NCalls = 702 -VariableMetric: Iteration # 74 - FCN = 297306.1546374 Edm = 2.44028 NCalls = 707 -VariableMetric: Iteration # 75 - FCN = 297305.3021467 Edm = 0.292256 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297305.073546 Edm = 0.0614084 NCalls = 716 -VariableMetric: Iteration # 77 - FCN = 297304.991149 Edm = 0.0378705 NCalls = 718 -VariableMetric: Iteration # 78 - FCN = 297304.3589212 Edm = 1.43334 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297304.354365 Edm = 0.0265184 NCalls = 728 -VariableMetric: Iteration # 80 - FCN = 297304.1168733 Edm = 0.321847 NCalls = 732 -VariableMetric: Iteration # 81 - FCN = 297303.1247969 Edm = 1.79441 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297302.9728484 Edm = 0.150912 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297301.1775855 Edm = 1.06036 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297299.8039881 Edm = 1.94638 NCalls = 751 -VariableMetric: Iteration # 85 - FCN = 297299.3510413 Edm = 1.84644 NCalls = 753 -VariableMetric: Iteration # 86 - FCN = 297298.9239749 Edm = 0.146044 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297298.7000808 Edm = 0.0590495 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297298.6427975 Edm = 0.0141494 NCalls = 759 -VariableMetric: Iteration # 89 - FCN = 297298.6251321 Edm = 0.00441703 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297298.617417 Edm = 0.00170768 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297298.6137586 Edm = 0.00127389 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297298.6117604 Edm = 0.000489764 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297298.6111043 Edm = 0.00014027 NCalls = 769 -VariableMetric: Iteration # 94 - FCN = 297298.6107991 Edm = 4.04915e-05 NCalls = 771 -VariableMetric: After Hessian - FCN = 297298.6107991 Edm = 0.00011065 NCalls = 1246 -VariableMetric: Iteration # 95 - FCN = 297298.6107991 Edm = 0.00011065 NCalls = 1246 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333846.2615896 Edm = 868.749 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333846.2615896 Edm = 868.749 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302219.2783625 Edm = 9.16887 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302146.5149913 Edm = 550.583 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302030.0884701 Edm = 3.50224 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302012.9628616 Edm = 26.4357 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 301925.0589847 Edm = 73.4221 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 300587.6028757 Edm = 138.043 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 300318.6604003 Edm = 27.9336 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 300207.755629 Edm = 161.159 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 300194.5502516 Edm = 15.4865 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298837.8489621 Edm = 307.747 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298722.5132779 Edm = 1893.92 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298092.4982741 Edm = 20.4288 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 298063.4660958 Edm = 2.45122 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 298055.9328552 Edm = 1.33187 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 298015.7475708 Edm = 21.1137 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297939.6468896 Edm = 2.13896 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297923.216725 Edm = 46.3989 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297904.1027082 Edm = 64.2346 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297884.3612237 Edm = 48.8719 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297790.5367697 Edm = 9.26017 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297779.2750173 Edm = 0.883135 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297768.8231335 Edm = 5.77648 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297696.4105891 Edm = 18.3464 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297667.7188215 Edm = 0.17829 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297667.4959776 Edm = 0.0173895 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297667.2005319 Edm = 0.31144 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297642.3931863 Edm = 7.41361 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297581.4144301 Edm = 14.0959 NCalls = 116 -VariableMetric: Iteration # 29 - FCN = 297554.5216481 Edm = 2.25559 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297553.0233965 Edm = 0.0819345 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297552.9383998 Edm = 0.00710032 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297552.7713466 Edm = 0.14545 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297532.8980929 Edm = 12.8466 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297485.9091178 Edm = 3.71412 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297483.4057617 Edm = 0.10375 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297483.3013087 Edm = 0.0100681 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297483.2419821 Edm = 0.0512896 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297481.4068023 Edm = 1.89332 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297481.2670084 Edm = 0.123428 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297461.1778916 Edm = 1.64508 NCalls = 156 -VariableMetric: Iteration # 41 - FCN = 297459.9489851 Edm = 0.415979 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297459.6756962 Edm = 0.0205325 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297459.6378267 Edm = 0.00518181 NCalls = 162 -VariableMetric: Iteration # 44 - FCN = 297459.6225406 Edm = 0.00733544 NCalls = 164 -VariableMetric: Iteration # 45 - FCN = 297459.1668736 Edm = 0.444614 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297433.1812472 Edm = 11.1711 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297417.913132 Edm = 11.3462 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297411.5601082 Edm = 0.968928 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297410.3112878 Edm = 0.387285 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297410.0940162 Edm = 0.178614 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297409.8886531 Edm = 0.0390469 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297409.8441223 Edm = 0.0037661 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297409.8286012 Edm = 0.0114599 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297408.9240686 Edm = 0.947675 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297408.6789859 Edm = 0.234379 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297406.7768147 Edm = 1.81178 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297394.8046802 Edm = 4.20094 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297391.0344542 Edm = 0.918708 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297390.4488782 Edm = 0.039191 NCalls = 214 -VariableMetric: Iteration # 60 - FCN = 297390.4182616 Edm = 0.004633 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297390.4090946 Edm = 0.00327005 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297390.401845 Edm = 0.00405997 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297390.38338 Edm = 0.0177589 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297390.1332245 Edm = 0.228875 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297378.3255044 Edm = 9.77415 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297353.2607449 Edm = 1.3238 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297351.855385 Edm = 0.145935 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297351.7424251 Edm = 0.00839545 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297351.7308585 Edm = 0.0039158 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297351.7215074 Edm = 0.00601793 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297351.6933598 Edm = 0.0219109 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297351.4208769 Edm = 0.243424 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297348.6592065 Edm = 2.01581 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297342.654624 Edm = 0.91681 NCalls = 256 -VariableMetric: Iteration # 75 - FCN = 297341.4597491 Edm = 0.0914252 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297341.3261856 Edm = 0.0113264 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297341.3129229 Edm = 0.00277778 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297341.3097961 Edm = 0.000530012 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297341.305042 Edm = 0.00344757 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297341.2104592 Edm = 0.0555721 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297340.4451731 Edm = 0.565956 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297338.3054579 Edm = 1.18252 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297336.9651997 Edm = 0.213769 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297336.779126 Edm = 0.0353575 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297336.7492348 Edm = 0.00348071 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297336.7447814 Edm = 0.000242459 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297336.744287 Edm = 0.000254311 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297336.7392802 Edm = 0.00600602 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297336.417162 Edm = 0.165184 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297334.2198935 Edm = 1.29689 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297332.2272395 Edm = 2.4287 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297330.6888975 Edm = 0.50379 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297330.0778268 Edm = 0.0738857 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297329.9941883 Edm = 0.00848815 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297329.9820932 Edm = 0.00050774 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297329.9814999 Edm = 1.88495e-05 NCalls = 316 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328629.7538172 Edm = 3016.78 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328629.7538172 Edm = 3016.78 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321752.3912576 Edm = 9.78393 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 321716.1874065 Edm = 187.669 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 320995.9720498 Edm = 561.961 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 320167.7175608 Edm = 1021.26 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 319378.3653787 Edm = 855.071 NCalls = 17 -VariableMetric: Iteration # 6 - FCN = 318897.8305252 Edm = 75.7491 NCalls = 19 -VariableMetric: Iteration # 7 - FCN = 310170.1890283 Edm = 3582.64 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 310169.6398575 Edm = 696.843 NCalls = 26 -VariableMetric: Iteration # 9 - FCN = 310082.3247694 Edm = 42.7372 NCalls = 28 -VariableMetric: Iteration # 10 - FCN = 308770.518862 Edm = 1147.01 NCalls = 33 -VariableMetric: Iteration # 11 - FCN = 308698.9416716 Edm = 114.119 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 304457.5739331 Edm = 1559.91 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 299168.9203292 Edm = 704.033 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 298609.9458572 Edm = 62.9393 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 298531.8448583 Edm = 7.43639 NCalls = 51 -VariableMetric: Iteration # 16 - FCN = 298509.988046 Edm = 3.40956 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 298447.2825472 Edm = 30.7486 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297922.3459983 Edm = 31.2315 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297875.7570435 Edm = 34.6497 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297782.0278498 Edm = 18.7281 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297753.5569442 Edm = 0.865046 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297752.4927418 Edm = 0.119164 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297737.9418825 Edm = 16.6307 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297736.7037477 Edm = 0.816157 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297668.470673 Edm = 24.8127 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297602.4399834 Edm = 10.1359 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297578.975884 Edm = 0.758672 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297577.1098049 Edm = 0.244177 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297576.1815327 Edm = 0.384183 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297536.514926 Edm = 27.0517 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297474.6721545 Edm = 29.7821 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297445.3378654 Edm = 19.6291 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297416.8545945 Edm = 3.16947 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297410.7131807 Edm = 1.96976 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297403.0767452 Edm = 1.71263 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297400.1778551 Edm = 0.0708629 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297400.0392743 Edm = 0.0378687 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297399.3154678 Edm = 0.790502 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297386.2574782 Edm = 12.3926 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297268.0327517 Edm = 19.6361 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297237.9682411 Edm = 8.44721 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297228.2398661 Edm = 5.67461 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297221.6676916 Edm = 1.99236 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297219.8888523 Edm = 0.998411 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297218.8698078 Edm = 0.0360706 NCalls = 144 -VariableMetric: Iteration # 46 - FCN = 297218.8256104 Edm = 0.00267478 NCalls = 146 -VariableMetric: Iteration # 47 - FCN = 297218.8103311 Edm = 0.0144982 NCalls = 149 -VariableMetric: Iteration # 48 - FCN = 297217.9464795 Edm = 0.812422 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297182.7153364 Edm = 6.27016 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297179.0620119 Edm = 6.90823 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297176.2001983 Edm = 0.466794 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297175.1607958 Edm = 0.564958 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297173.7132775 Edm = 0.453956 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297173.1304769 Edm = 0.192067 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297172.9390715 Edm = 0.0506374 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297172.8475993 Edm = 0.0238973 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297172.8244285 Edm = 0.00276432 NCalls = 177 -VariableMetric: Iteration # 58 - FCN = 297172.8213014 Edm = 0.000332431 NCalls = 179 -VariableMetric: Iteration # 59 - FCN = 297172.8193522 Edm = 0.00140866 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297172.5565853 Edm = 0.235525 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297168.7539852 Edm = 0.543347 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297168.2511304 Edm = 0.0575534 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297168.2138133 Edm = 0.00128995 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297168.2122698 Edm = 0.000331478 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297168.2095319 Edm = 0.00212187 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297168.1792165 Edm = 0.0345143 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297167.7558445 Edm = 0.422179 NCalls = 210 -VariableMetric: Iteration # 68 - FCN = 297158.4351191 Edm = 7.93433 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297157.272218 Edm = 5.81651 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297154.664249 Edm = 1.45351 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297153.4042377 Edm = 0.088783 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297153.3196784 Edm = 0.0226066 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297153.276875 Edm = 0.018946 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297153.2341007 Edm = 0.0159885 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297153.2192732 Edm = 0.00214091 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297153.21696 Edm = 0.00053953 NCalls = 231 -VariableMetric: Iteration # 77 - FCN = 297153.2108996 Edm = 0.00623278 NCalls = 234 -VariableMetric: Iteration # 78 - FCN = 297152.494077 Edm = 0.0436754 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297147.7872095 Edm = 1.08501 NCalls = 244 -VariableMetric: Iteration # 80 - FCN = 297145.437778 Edm = 0.303167 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297145.1930175 Edm = 0.048296 NCalls = 248 -VariableMetric: Iteration # 82 - FCN = 297145.1388276 Edm = 0.00785067 NCalls = 250 -VariableMetric: Iteration # 83 - FCN = 297145.126892 Edm = 0.000531841 NCalls = 252 -VariableMetric: Iteration # 84 - FCN = 297145.1262541 Edm = 0.000141288 NCalls = 254 -VariableMetric: Iteration # 85 - FCN = 297145.1260259 Edm = 0.000156181 NCalls = 256 -VariableMetric: Iteration # 86 - FCN = 297145.1249292 Edm = 0.00105339 NCalls = 260 -VariableMetric: Iteration # 87 - FCN = 297145.040464 Edm = 0.0368358 NCalls = 267 -VariableMetric: Iteration # 88 - FCN = 297144.4097491 Edm = 0.38109 NCalls = 270 -VariableMetric: Iteration # 89 - FCN = 297143.2461583 Edm = 0.0540582 NCalls = 272 -VariableMetric: Iteration # 90 - FCN = 297143.1936291 Edm = 0.00695691 NCalls = 273 -VariableMetric: Iteration # 91 - FCN = 297143.1864577 Edm = 0.000393971 NCalls = 275 -VariableMetric: Iteration # 92 - FCN = 297143.1860426 Edm = 4.55017e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297143.1860426 Edm = 1.98481 NCalls = 750 -VariableMetric: Iteration # 93 - FCN = 297143.1860426 Edm = 1.98481 NCalls = 750 -VariableMetric: Iteration # 94 - FCN = 297141.4896935 Edm = 1.17747 NCalls = 752 -VariableMetric: Iteration # 95 - FCN = 297141.1612559 Edm = 2.10022 NCalls = 756 -VariableMetric: Iteration # 96 - FCN = 297140.5432788 Edm = 0.529009 NCalls = 758 -VariableMetric: Iteration # 97 - FCN = 297140.1215987 Edm = 0.714133 NCalls = 760 -VariableMetric: Iteration # 98 - FCN = 297139.3608367 Edm = 1.47885 NCalls = 763 -VariableMetric: Iteration # 99 - FCN = 297138.5414637 Edm = 0.94177 NCalls = 766 -VariableMetric: Iteration # 100 - FCN = 297136.5849916 Edm = 2.14853 NCalls = 770 -VariableMetric: Iteration # 101 - FCN = 297134.2957522 Edm = 2.56527 NCalls = 774 -VariableMetric: Iteration # 102 - FCN = 297132.8511351 Edm = 0.634178 NCalls = 777 -VariableMetric: Iteration # 103 - FCN = 297131.8572144 Edm = 0.181499 NCalls = 779 -VariableMetric: Iteration # 104 - FCN = 297131.7018058 Edm = 0.0385385 NCalls = 781 -VariableMetric: Iteration # 105 - FCN = 297131.6548412 Edm = 0.01411 NCalls = 783 -VariableMetric: Iteration # 106 - FCN = 297131.6355754 Edm = 0.00378195 NCalls = 785 -VariableMetric: Iteration # 107 - FCN = 297131.6316455 Edm = 0.00112546 NCalls = 787 -VariableMetric: Iteration # 108 - FCN = 297131.6298537 Edm = 0.000644353 NCalls = 789 -VariableMetric: Iteration # 109 - FCN = 297131.6289415 Edm = 9.39013e-05 NCalls = 791 -VariableMetric: Iteration # 110 - FCN = 297131.6288014 Edm = 2.51211e-05 NCalls = 793 -VariableMetric: After Hessian - FCN = 297131.6288014 Edm = 9.68908e-05 NCalls = 1274 -VariableMetric: Iteration # 111 - FCN = 297131.6288014 Edm = 9.68908e-05 NCalls = 1274 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321584.8509749 Edm = 79.0758 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321584.8509749 Edm = 79.0758 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303782.0757668 Edm = 9.75232 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303540.0421684 Edm = 1711.6 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303337.8585345 Edm = 83.0255 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 303302.6822383 Edm = 6.13933 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299889.8778952 Edm = 8243.31 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299856.9817281 Edm = 6.02529 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 299820.3180441 Edm = 43.0789 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 299483.703945 Edm = 222.005 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297844.868568 Edm = 100.251 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297578.1167347 Edm = 25.2378 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297546.4781836 Edm = 2.89942 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297540.5305448 Edm = 0.180683 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297539.5774434 Edm = 0.590691 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297490.7768022 Edm = 11.183 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297468.6807172 Edm = 0.516996 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297467.9701667 Edm = 0.084031 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297467.7305554 Edm = 0.100954 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297465.9155063 Edm = 1.37432 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297411.2748967 Edm = 20.817 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297375.9837626 Edm = 6.11681 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297367.3561073 Edm = 4.8806 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297365.6810906 Edm = 0.573898 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297364.9539717 Edm = 0.0652113 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297364.816226 Edm = 0.142593 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297360.6989354 Edm = 3.69192 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297287.4512468 Edm = 8.93656 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297275.3913341 Edm = 1.11434 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297274.2628714 Edm = 0.291605 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297273.8999351 Edm = 0.0250121 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297273.8693849 Edm = 0.00610771 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297273.8378477 Edm = 0.0230599 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297272.0271119 Edm = 1.93324 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297271.3304668 Edm = 0.723749 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297270.1625384 Edm = 0.937734 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297262.9628867 Edm = 3.68254 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297250.7121919 Edm = 3.8255 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297247.7235767 Edm = 1.20838 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297245.8947206 Edm = 0.371591 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297245.3449752 Edm = 0.281785 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297245.1656015 Edm = 0.0306821 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297245.1250287 Edm = 0.00295625 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297245.1205513 Edm = 0.00121718 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297245.1085506 Edm = 0.0115406 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297243.9600733 Edm = 0.8512 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297237.5668037 Edm = 1.60274 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297235.6493834 Edm = 0.178129 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297235.4657012 Edm = 0.0435674 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297235.4181826 Edm = 0.00341878 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297235.4141835 Edm = 0.00129189 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297235.3853276 Edm = 0.0266672 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297234.0015454 Edm = 0.785333 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297231.6457976 Edm = 0.587157 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297231.2701133 Edm = 0.153664 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297230.808188 Edm = 0.242326 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297230.5305301 Edm = 0.721274 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297229.6872149 Edm = 1.27596 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297228.9508142 Edm = 0.38292 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297228.3290478 Edm = 0.0710413 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297228.2013421 Edm = 0.0114499 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297228.1947579 Edm = 0.00134677 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297228.1927057 Edm = 0.000761759 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297228.1822276 Edm = 0.00675986 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297227.9750135 Edm = 0.193825 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297223.3333178 Edm = 1.45683 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297221.2640944 Edm = 0.598239 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297221.1176593 Edm = 0.101141 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297220.9757277 Edm = 0.0651504 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297220.8069226 Edm = 0.0412068 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297220.7552082 Edm = 0.00916669 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297220.7484942 Edm = 0.00131713 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297220.7467234 Edm = 0.000223549 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297220.745451 Edm = 0.00104258 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297220.7159642 Edm = 0.0277374 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297220.1596695 Edm = 0.415032 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297216.9508022 Edm = 0.362252 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297216.5297314 Edm = 0.0339204 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297216.4937354 Edm = 0.0312221 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297216.4723996 Edm = 0.00328483 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297216.4683052 Edm = 0.000461726 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297216.4667193 Edm = 0.00129056 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297216.4388737 Edm = 0.0411572 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297216.4264295 Edm = 0.0111306 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297214.3123158 Edm = 1.10186 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297212.9328259 Edm = 1.43953 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297212.0249139 Edm = 0.16198 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297211.8390841 Edm = 0.0075628 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297211.8315089 Edm = 0.00163193 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297211.8304269 Edm = 0.000176244 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297211.8300467 Edm = 0.000222264 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297211.8248078 Edm = 0.00310562 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297211.7952832 Edm = 0.019634 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297211.5048538 Edm = 0.216639 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297209.9147627 Edm = 1.69562 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 297209.1596219 Edm = 1.86028 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297206.6663411 Edm = 1.25778 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297205.473253 Edm = 0.445712 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297204.9084222 Edm = 0.259107 NCalls = 307 -VariableMetric: Iteration # 98 - FCN = 297204.7344279 Edm = 0.108368 NCalls = 309 -VariableMetric: Iteration # 99 - FCN = 297204.6595354 Edm = 0.00552603 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297204.6543091 Edm = 0.000591411 NCalls = 313 -VariableMetric: Iteration # 101 - FCN = 297204.6536426 Edm = 0.000224175 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297204.6503403 Edm = 0.00301707 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 297204.3793258 Edm = 0.315101 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297204.2876121 Edm = 0.0890886 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297204.2498069 Edm = 0.0275821 NCalls = 332 -VariableMetric: Iteration # 106 - FCN = 297203.290816 Edm = 0.622404 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297200.573018 Edm = 1.94225 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297198.9454832 Edm = 0.249579 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297198.6998366 Edm = 0.0322893 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297198.672787 Edm = 0.00189922 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297198.6707774 Edm = 0.000561816 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297198.6704643 Edm = 0.000108552 NCalls = 352 -VariableMetric: Iteration # 113 - FCN = 297198.6701027 Edm = 0.000286957 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297198.667454 Edm = 0.0032049 NCalls = 358 -VariableMetric: Iteration # 115 - FCN = 297198.6323241 Edm = 0.0433913 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297198.6298984 Edm = 0.00228497 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297197.0775744 Edm = 0.662418 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297196.2676103 Edm = 0.137116 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297196.1433434 Edm = 0.00607378 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297196.1377788 Edm = 0.000156755 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297196.1375707 Edm = 2.51755e-05 NCalls = 383 -VariableMetric: After Hessian - FCN = 297196.1375707 Edm = 56.5937 NCalls = 860 -VariableMetric: Iteration # 122 - FCN = 297196.1375707 Edm = 56.5937 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297195.9063853 Edm = 481.307 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297195.3458986 Edm = 0.483615 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297192.0090082 Edm = 12.6676 NCalls = 874 -VariableMetric: Iteration # 126 - FCN = 297187.7218252 Edm = 0.418406 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297187.2848273 Edm = 0.642752 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297185.9724457 Edm = 2.82992 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297184.6305162 Edm = 0.334952 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297183.9508463 Edm = 0.394344 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297182.6871149 Edm = 0.244958 NCalls = 891 -VariableMetric: Iteration # 132 - FCN = 297182.4032005 Edm = 0.0958298 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297182.2256962 Edm = 0.147244 NCalls = 895 -VariableMetric: Iteration # 134 - FCN = 297181.9583022 Edm = 0.0497858 NCalls = 898 -VariableMetric: Iteration # 135 - FCN = 297181.7098418 Edm = 0.080546 NCalls = 900 -VariableMetric: Iteration # 136 - FCN = 297181.5676498 Edm = 0.0121002 NCalls = 902 -VariableMetric: Iteration # 137 - FCN = 297181.509114 Edm = 0.0385828 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297181.4055757 Edm = 0.0147083 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297181.3478647 Edm = 0.0135629 NCalls = 908 -VariableMetric: Iteration # 140 - FCN = 297181.3235428 Edm = 0.00745146 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297181.2464573 Edm = 0.0302899 NCalls = 913 -VariableMetric: Iteration # 142 - FCN = 297181.1941372 Edm = 0.00936074 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297181.1349608 Edm = 0.00719556 NCalls = 918 -VariableMetric: Iteration # 144 - FCN = 297181.1252754 Edm = 0.00182114 NCalls = 920 -VariableMetric: Iteration # 145 - FCN = 297181.1119667 Edm = 0.00235503 NCalls = 923 -VariableMetric: Iteration # 146 - FCN = 297181.1087733 Edm = 0.00049302 NCalls = 925 -VariableMetric: Iteration # 147 - FCN = 297181.1021665 Edm = 0.000906518 NCalls = 928 -VariableMetric: Iteration # 148 - FCN = 297181.1007291 Edm = 0.000381247 NCalls = 930 -VariableMetric: Iteration # 149 - FCN = 297181.0931829 Edm = 0.000327555 NCalls = 934 -VariableMetric: Iteration # 150 - FCN = 297181.0926683 Edm = 0.0001811 NCalls = 936 -VariableMetric: Iteration # 151 - FCN = 297181.0882426 Edm = 0.000393314 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297181.0874762 Edm = 0.000307101 NCalls = 942 -VariableMetric: Iteration # 153 - FCN = 297181.0831403 Edm = 0.000485717 NCalls = 945 -VariableMetric: Iteration # 154 - FCN = 297181.0818549 Edm = 0.00069172 NCalls = 947 -VariableMetric: Iteration # 155 - FCN = 297181.0399789 Edm = 0.00915499 NCalls = 952 -VariableMetric: Iteration # 156 - FCN = 297181.0251583 Edm = 0.00299957 NCalls = 954 -VariableMetric: Iteration # 157 - FCN = 297181.0014495 Edm = 0.00272895 NCalls = 957 -VariableMetric: Iteration # 158 - FCN = 297180.9982652 Edm = 0.000604512 NCalls = 959 -VariableMetric: Iteration # 159 - FCN = 297180.9914479 Edm = 0.00357807 NCalls = 962 -VariableMetric: Iteration # 160 - FCN = 297180.9838414 Edm = 0.000414488 NCalls = 964 -VariableMetric: Iteration # 161 - FCN = 297180.9815135 Edm = 0.00129507 NCalls = 967 -VariableMetric: Iteration # 162 - FCN = 297180.977024 Edm = 0.000209295 NCalls = 969 -VariableMetric: Iteration # 163 - FCN = 297180.9767888 Edm = 2.23081e-05 NCalls = 971 -VariableMetric: After Hessian - FCN = 297180.9767888 Edm = 0.000435468 NCalls = 1452 -VariableMetric: Iteration # 164 - FCN = 297180.9767888 Edm = 0.000435468 NCalls = 1452 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315938.3081587 Edm = 270.023 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315938.3081587 Edm = 270.023 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311053.7588083 Edm = 126.135 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 310453.8165896 Edm = 295.466 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304639.3362538 Edm = 8.33002 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299446.4537818 Edm = 1428.36 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 297972.1199254 Edm = 9.45436 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 297965.9604561 Edm = 2.22159 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297959.8798647 Edm = 4.94671 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297440.505578 Edm = 41.176 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 297400.3655455 Edm = 1.77426 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 297394.2735815 Edm = 1.70517 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297392.301118 Edm = 0.31269 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297391.8778678 Edm = 0.118121 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297389.3902263 Edm = 1.66206 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297368.158626 Edm = 15.7603 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297348.7770428 Edm = 24.9362 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297332.8271234 Edm = 8.45314 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297320.918869 Edm = 16.4896 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297313.301377 Edm = 3.54547 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297306.1504695 Edm = 0.944317 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297305.2692981 Edm = 0.352402 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297304.9943481 Edm = 0.051153 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297304.9215545 Edm = 0.0139932 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297304.6698813 Edm = 0.203613 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297273.3969584 Edm = 205.873 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297271.6792799 Edm = 0.879179 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297270.7113787 Edm = 0.31844 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297260.2873322 Edm = 12.9825 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297227.8664721 Edm = 18.8943 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297170.2864015 Edm = 5.81364 NCalls = 113 -VariableMetric: Iteration # 30 - FCN = 297164.9973816 Edm = 6.96894 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297160.1205681 Edm = 0.577903 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297159.4871941 Edm = 0.199606 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297159.2890538 Edm = 0.0205248 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297159.2715569 Edm = 0.00555584 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297159.2485968 Edm = 0.0242632 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297153.4804422 Edm = 1.20413 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297135.3381503 Edm = 2.44968 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297131.4657721 Edm = 0.046443 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297131.4120973 Edm = 0.00782753 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297131.4007146 Edm = 0.00139593 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297131.39842 Edm = 0.000992678 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297131.3817379 Edm = 0.0147872 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297129.4553709 Edm = 1.10234 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297126.5507281 Edm = 0.374288 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297126.2377635 Edm = 0.0262171 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297126.2077679 Edm = 0.00129679 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297126.205944 Edm = 0.000368651 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297126.1970093 Edm = 0.00917496 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297125.7249985 Edm = 0.199661 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297124.0371202 Edm = 0.62431 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297123.0738591 Edm = 0.0414834 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297123.036199 Edm = 0.00185023 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297123.0345152 Edm = 0.000773551 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297123.0324224 Edm = 0.00217113 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297122.9840074 Edm = 0.0562687 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297122.9700989 Edm = 0.0134342 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297122.7880917 Edm = 0.160256 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297119.8813812 Edm = 0.102133 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297119.7856265 Edm = 0.00290487 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297119.7830683 Edm = 0.00012046 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297119.7827232 Edm = 0.000231169 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297119.7703692 Edm = 0.010245 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297118.9479656 Edm = 0.802541 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297117.3420833 Edm = 1.26738 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297116.117091 Edm = 0.95691 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297115.8356593 Edm = 0.17473 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297115.2616268 Edm = 0.20104 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297115.0710608 Edm = 0.0460625 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297115.006751 Edm = 0.0068977 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297114.9978096 Edm = 0.000744681 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297114.996673 Edm = 0.00067242 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297114.987482 Edm = 0.00727462 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297114.6360754 Edm = 0.258623 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297112.4756102 Edm = 0.339702 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297112.2435943 Edm = 0.0982179 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297112.1385814 Edm = 0.0072629 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297112.1293655 Edm = 0.000609519 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297112.1281985 Edm = 0.000598027 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297112.1212519 Edm = 0.00631744 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297111.7304836 Edm = 0.379885 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297108.7832595 Edm = 0.878531 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297108.0005358 Edm = 0.125331 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297107.9087998 Edm = 0.00698742 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297107.9010567 Edm = 0.000467402 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297107.9003641 Edm = 0.000188614 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297107.8992742 Edm = 0.00106527 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297107.8594757 Edm = 0.0337623 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297107.0899365 Edm = 0.348149 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297105.8329319 Edm = 0.101082 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297105.6986366 Edm = 0.00204798 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297105.6965141 Edm = 0.000133246 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297105.6963281 Edm = 7.66628e-05 NCalls = 301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302216.9850504 Edm = 7.15578 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302216.9850504 Edm = 7.15578 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298460.6567957 Edm = 1.55985 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298384.7121212 Edm = 5.46349 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298380.2336884 Edm = 2.33294 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298033.8435381 Edm = 94.7294 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297713.3651193 Edm = 13.0007 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297702.9343104 Edm = 0.308776 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297702.4349418 Edm = 0.163423 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297662.3018116 Edm = 38.6987 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297493.1327278 Edm = 0.563157 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297492.0824147 Edm = 0.361849 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297490.3894157 Edm = 0.833738 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297458.813687 Edm = 23.4936 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297401.7526209 Edm = 11.2699 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297396.9160848 Edm = 3.62406 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297393.5326548 Edm = 0.986422 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 297387.2692697 Edm = 0.477576 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297386.640862 Edm = 0.0390187 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297386.6031666 Edm = 0.0310179 NCalls = 57 -VariableMetric: Iteration # 19 - FCN = 297386.5472325 Edm = 0.0296221 NCalls = 59 -VariableMetric: Iteration # 20 - FCN = 297381.9179766 Edm = 4.99423 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297381.6108711 Edm = 0.309443 NCalls = 68 -VariableMetric: Iteration # 22 - FCN = 297370.9061232 Edm = 6.4523 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297353.3362934 Edm = 16.1901 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297330.4271073 Edm = 13.8536 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297311.1854204 Edm = 9.34748 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297283.935696 Edm = 4.21169 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297282.7222958 Edm = 4.87007 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297280.2727786 Edm = 2.84405 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297278.7919853 Edm = 0.532424 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297277.661644 Edm = 0.356754 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297277.1842089 Edm = 0.054865 NCalls = 98 -VariableMetric: Iteration # 32 - FCN = 297277.1031055 Edm = 0.0244807 NCalls = 100 -VariableMetric: Iteration # 33 - FCN = 297276.5103157 Edm = 0.88181 NCalls = 105 -VariableMetric: Iteration # 34 - FCN = 297272.7952923 Edm = 2.54653 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297259.9875221 Edm = 1.26701 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297258.7774691 Edm = 0.148032 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297258.6961869 Edm = 0.0139232 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297258.6836626 Edm = 0.00392639 NCalls = 121 -VariableMetric: Iteration # 39 - FCN = 297258.6646951 Edm = 0.0170494 NCalls = 124 -VariableMetric: Iteration # 40 - FCN = 297257.5647017 Edm = 1.15313 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297252.8168784 Edm = 0.159614 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297242.6381703 Edm = 0.250532 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297242.4198197 Edm = 0.00536555 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297242.4149345 Edm = 0.00090608 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297242.4056719 Edm = 0.00859926 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297242.209543 Edm = 0.152309 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297238.6911653 Edm = 2.60703 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297229.6300344 Edm = 1.94152 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297227.4001801 Edm = 0.484242 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297227.231687 Edm = 0.23274 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297226.8467623 Edm = 0.121457 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297226.6190691 Edm = 0.00865958 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297226.6079226 Edm = 0.000607616 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297226.6068278 Edm = 0.000575886 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297226.6038301 Edm = 0.00376554 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297226.3037295 Edm = 0.210225 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297224.8869807 Edm = 0.354224 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297224.6987354 Edm = 0.0330563 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297224.6599242 Edm = 0.00109629 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297224.6584872 Edm = 9.31047e-05 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297224.6577935 Edm = 0.000517031 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297224.5870961 Edm = 0.0712077 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297224.5645047 Edm = 0.0219667 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297222.7220046 Edm = 0.57922 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297222.3200676 Edm = 0.125439 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297222.1785369 Edm = 0.0155896 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297222.1465603 Edm = 0.00304371 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297222.1432025 Edm = 0.000115887 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297222.1424353 Edm = 0.000678058 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297222.0957813 Edm = 0.043703 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297221.2989902 Edm = 0.322724 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297220.8755832 Edm = 0.01931 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297220.8599596 Edm = 0.000312478 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297220.8595823 Edm = 3.46243e-05 NCalls = 239 -VariableMetric: After Hessian - FCN = 297220.8595823 Edm = 3.89128 NCalls = 716 -VariableMetric: Iteration # 75 - FCN = 297220.8595823 Edm = 3.89128 NCalls = 716 -VariableMetric: Iteration # 76 - FCN = 297220.1115572 Edm = 40.6085 NCalls = 718 -VariableMetric: Iteration # 77 - FCN = 297217.2563223 Edm = 0.540722 NCalls = 727 -VariableMetric: Iteration # 78 - FCN = 297216.8825363 Edm = 2.08419 NCalls = 729 -VariableMetric: Iteration # 79 - FCN = 297216.6585026 Edm = 0.25355 NCalls = 733 -VariableMetric: Iteration # 80 - FCN = 297216.2800799 Edm = 0.315413 NCalls = 736 -VariableMetric: Iteration # 81 - FCN = 297215.77337 Edm = 0.24175 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297214.535653 Edm = 0.401486 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297214.2605915 Edm = 1.22529 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297213.7930007 Edm = 0.288761 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297213.1489633 Edm = 0.450048 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297212.3603504 Edm = 1.60995 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297211.6256589 Edm = 1.59528 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297211.0319208 Edm = 2.09098 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297208.5538649 Edm = 1.87278 NCalls = 765 -VariableMetric: Iteration # 90 - FCN = 297207.7821384 Edm = 0.949943 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297207.0445114 Edm = 0.204699 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297206.700472 Edm = 0.153382 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297206.512354 Edm = 0.0851542 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297206.3240759 Edm = 0.0696262 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297206.0811768 Edm = 0.115442 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297205.9096113 Edm = 0.0983548 NCalls = 782 -VariableMetric: Iteration # 97 - FCN = 297205.7483484 Edm = 0.0317075 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297205.6622649 Edm = 0.0377342 NCalls = 786 -VariableMetric: Iteration # 99 - FCN = 297205.5831493 Edm = 0.0321797 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297205.522166 Edm = 0.0195147 NCalls = 790 -VariableMetric: Iteration # 101 - FCN = 297205.4870821 Edm = 0.00844387 NCalls = 792 -VariableMetric: Iteration # 102 - FCN = 297205.4644034 Edm = 0.00698375 NCalls = 794 -VariableMetric: Iteration # 103 - FCN = 297205.4415326 Edm = 0.00306792 NCalls = 796 -VariableMetric: Iteration # 104 - FCN = 297205.435144 Edm = 0.000600335 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297205.4339546 Edm = 0.000235163 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297205.4332764 Edm = 0.000148999 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297205.4329282 Edm = 9.96628e-05 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297205.432742 Edm = 3.05658e-05 NCalls = 806 -VariableMetric: After Hessian - FCN = 297205.432742 Edm = 6.1707e-05 NCalls = 1291 -VariableMetric: Iteration # 109 - FCN = 297205.432742 Edm = 6.1707e-05 NCalls = 1291 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336244.722701 Edm = 3799.32 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336244.722701 Edm = 3799.32 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308206.9078746 Edm = 21.329 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301172.1756911 Edm = 508.85 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 301172.1756911 Edm = 508.85 NCalls = 32 -VariableMetric: After Hessian - FCN = 301172.1756911 Edm = 6.88147e+08 NCalls = 501 -VariableMetric: Iteration # 4 - FCN = 301172.1756911 Edm = 6.88147e+08 NCalls = 501 -VariableMetric: Iteration # 5 - FCN = 298313.6107668 Edm = 2.97721e+06 NCalls = 512 -VariableMetric: Iteration # 6 - FCN = 298308.4000437 Edm = 45.5335 NCalls = 517 -VariableMetric: Iteration # 7 - FCN = 298127.9850434 Edm = 83.8985 NCalls = 522 -VariableMetric: Iteration # 8 - FCN = 298030.3101319 Edm = 2.85947 NCalls = 524 -VariableMetric: Iteration # 9 - FCN = 298027.5082405 Edm = 0.837254 NCalls = 525 -VariableMetric: Iteration # 10 - FCN = 297994.2234828 Edm = 22.1672 NCalls = 530 -VariableMetric: Iteration # 11 - FCN = 297857.0027664 Edm = 1.94023 NCalls = 533 -VariableMetric: Iteration # 12 - FCN = 297854.0621301 Edm = 0.435042 NCalls = 535 -VariableMetric: Iteration # 13 - FCN = 297852.4150545 Edm = 0.841416 NCalls = 537 -VariableMetric: Iteration # 14 - FCN = 297751.3558877 Edm = 59.1868 NCalls = 543 -VariableMetric: Iteration # 15 - FCN = 297607.5406877 Edm = 20.7504 NCalls = 546 -VariableMetric: Iteration # 16 - FCN = 297567.4313246 Edm = 1.81679 NCalls = 548 -VariableMetric: Iteration # 17 - FCN = 297565.4609955 Edm = 0.153883 NCalls = 550 -VariableMetric: Iteration # 18 - FCN = 297565.2523184 Edm = 0.0931118 NCalls = 552 -VariableMetric: Iteration # 19 - FCN = 297562.6575727 Edm = 2.07647 NCalls = 556 -VariableMetric: Iteration # 20 - FCN = 297506.5005652 Edm = 27.1461 NCalls = 561 -VariableMetric: Iteration # 21 - FCN = 297457.2226599 Edm = 5.52091 NCalls = 563 -VariableMetric: Iteration # 22 - FCN = 297451.4655346 Edm = 0.549618 NCalls = 564 -VariableMetric: Iteration # 23 - FCN = 297450.9054777 Edm = 0.0161351 NCalls = 566 -VariableMetric: Iteration # 24 - FCN = 297450.8166089 Edm = 0.0774168 NCalls = 569 -VariableMetric: Iteration # 25 - FCN = 297433.7557467 Edm = 4.22803 NCalls = 576 -VariableMetric: Iteration # 26 - FCN = 297415.4092455 Edm = 0.172696 NCalls = 579 -VariableMetric: Iteration # 27 - FCN = 297415.1331312 Edm = 0.0158071 NCalls = 581 -VariableMetric: Iteration # 28 - FCN = 297415.1060591 Edm = 0.0101978 NCalls = 583 -VariableMetric: Iteration # 29 - FCN = 297414.9846406 Edm = 0.10006 NCalls = 586 -VariableMetric: Iteration # 30 - FCN = 297413.5229755 Edm = 1.09828 NCalls = 589 -VariableMetric: Iteration # 31 - FCN = 297395.6603625 Edm = 8.81161 NCalls = 594 -VariableMetric: Iteration # 32 - FCN = 297371.7272337 Edm = 9.58412 NCalls = 597 -VariableMetric: Iteration # 33 - FCN = 297358.0802735 Edm = 1.6373 NCalls = 599 -VariableMetric: Iteration # 34 - FCN = 297356.2414624 Edm = 0.22213 NCalls = 601 -VariableMetric: Iteration # 35 - FCN = 297356.1033209 Edm = 0.0273709 NCalls = 603 -VariableMetric: Iteration # 36 - FCN = 297356.0622754 Edm = 0.012268 NCalls = 605 -VariableMetric: Iteration # 37 - FCN = 297355.819163 Edm = 0.214328 NCalls = 609 -VariableMetric: Iteration # 38 - FCN = 297342.704202 Edm = 5.56206 NCalls = 614 -VariableMetric: Iteration # 39 - FCN = 297335.1181933 Edm = 0.843451 NCalls = 616 -VariableMetric: Iteration # 40 - FCN = 297334.1739397 Edm = 0.0848876 NCalls = 618 -VariableMetric: Iteration # 41 - FCN = 297334.0806139 Edm = 0.00664551 NCalls = 620 -VariableMetric: Iteration # 42 - FCN = 297334.0729372 Edm = 0.0010181 NCalls = 622 -VariableMetric: Iteration # 43 - FCN = 297334.0662849 Edm = 0.00483328 NCalls = 625 -VariableMetric: Iteration # 44 - FCN = 297333.9315052 Edm = 0.120736 NCalls = 629 -VariableMetric: Iteration # 45 - FCN = 297327.8241478 Edm = 2.6879 NCalls = 635 -VariableMetric: Iteration # 46 - FCN = 297323.9008784 Edm = 0.377222 NCalls = 637 -VariableMetric: Iteration # 47 - FCN = 297323.4846322 Edm = 0.0459684 NCalls = 638 -VariableMetric: Iteration # 48 - FCN = 297323.440098 Edm = 0.00738685 NCalls = 639 -VariableMetric: Iteration # 49 - FCN = 297323.4297481 Edm = 0.00156687 NCalls = 641 -VariableMetric: Iteration # 50 - FCN = 297323.4248212 Edm = 0.00246193 NCalls = 643 -VariableMetric: Iteration # 51 - FCN = 297322.8344349 Edm = 0.4812 NCalls = 649 -VariableMetric: Iteration # 52 - FCN = 297319.3003844 Edm = 0.403738 NCalls = 652 -VariableMetric: Iteration # 53 - FCN = 297318.9173792 Edm = 0.0959446 NCalls = 653 -VariableMetric: Iteration # 54 - FCN = 297318.8575059 Edm = 0.00405143 NCalls = 655 -VariableMetric: Iteration # 55 - FCN = 297318.8506559 Edm = 0.00107341 NCalls = 657 -VariableMetric: Iteration # 56 - FCN = 297318.8486041 Edm = 0.000256387 NCalls = 659 -VariableMetric: Iteration # 57 - FCN = 297318.8448256 Edm = 0.00336417 NCalls = 662 -VariableMetric: Iteration # 58 - FCN = 297317.9490743 Edm = 0.920722 NCalls = 668 -VariableMetric: Iteration # 59 - FCN = 297317.9169235 Edm = 0.0293179 NCalls = 671 -VariableMetric: Iteration # 60 - FCN = 297313.3213794 Edm = 2.36843 NCalls = 678 -VariableMetric: Iteration # 61 - FCN = 297307.962315 Edm = 5.93899 NCalls = 681 -VariableMetric: Iteration # 62 - FCN = 297299.3958635 Edm = 5.77126 NCalls = 683 -VariableMetric: Iteration # 63 - FCN = 297294.9570616 Edm = 4.69305 NCalls = 685 -VariableMetric: Iteration # 64 - FCN = 297291.0679584 Edm = 3.4679 NCalls = 688 -VariableMetric: Iteration # 65 - FCN = 297287.6552853 Edm = 3.73093 NCalls = 691 -VariableMetric: Iteration # 66 - FCN = 297283.6163541 Edm = 1.07409 NCalls = 696 -VariableMetric: Iteration # 67 - FCN = 297282.3996893 Edm = 0.23381 NCalls = 697 -VariableMetric: Iteration # 68 - FCN = 297282.2746465 Edm = 0.113202 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297282.2355887 Edm = 0.0213329 NCalls = 701 -VariableMetric: Iteration # 70 - FCN = 297282.2153978 Edm = 0.00161882 NCalls = 703 -VariableMetric: Iteration # 71 - FCN = 297282.2127037 Edm = 0.00059045 NCalls = 705 -VariableMetric: Iteration # 72 - FCN = 297282.2083891 Edm = 0.00310408 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297282.193645 Edm = 0.0198835 NCalls = 710 -VariableMetric: Iteration # 74 - FCN = 297281.9346766 Edm = 0.250095 NCalls = 715 -VariableMetric: Iteration # 75 - FCN = 297276.3065795 Edm = 0.634264 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297275.4725808 Edm = 0.144224 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297275.3362129 Edm = 0.0289347 NCalls = 722 -VariableMetric: Iteration # 78 - FCN = 297275.3157801 Edm = 0.00144624 NCalls = 724 -VariableMetric: Iteration # 79 - FCN = 297275.3139488 Edm = 9.77385e-05 NCalls = 726 -VariableMetric: Iteration # 80 - FCN = 297275.3137759 Edm = 5.39144e-05 NCalls = 728 -VariableMetric: After Hessian - FCN = 297275.3137759 Edm = 10.4225 NCalls = 1205 -VariableMetric: Iteration # 81 - FCN = 297275.3137759 Edm = 10.4225 NCalls = 1205 -VariableMetric: Iteration # 82 - FCN = 297272.1533796 Edm = 4.67562 NCalls = 1207 -VariableMetric: Iteration # 83 - FCN = 297269.5676355 Edm = 0.928603 NCalls = 1209 -VariableMetric: Iteration # 84 - FCN = 297269.0841244 Edm = 0.382949 NCalls = 1211 -VariableMetric: Iteration # 85 - FCN = 297268.8578486 Edm = 0.168341 NCalls = 1213 -VariableMetric: Iteration # 86 - FCN = 297268.7239629 Edm = 0.0368501 NCalls = 1215 -VariableMetric: Iteration # 87 - FCN = 297268.6673476 Edm = 0.00835764 NCalls = 1217 -VariableMetric: Iteration # 88 - FCN = 297268.6600964 Edm = 0.00367613 NCalls = 1219 -VariableMetric: Iteration # 89 - FCN = 297268.6565839 Edm = 0.00131553 NCalls = 1221 -VariableMetric: Iteration # 90 - FCN = 297268.655351 Edm = 0.000255533 NCalls = 1223 -VariableMetric: Iteration # 91 - FCN = 297268.6551031 Edm = 2.71046e-05 NCalls = 1224 -VariableMetric: After Hessian - FCN = 297268.6551031 Edm = 5.78319e-05 NCalls = 1711 -VariableMetric: Iteration # 92 - FCN = 297268.6551031 Edm = 5.78319e-05 NCalls = 1711 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306875.9843303 Edm = 18.6212 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306875.9843303 Edm = 18.6212 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299016.4881762 Edm = 1.43429 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298999.4146021 Edm = 2.26106 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298796.6426298 Edm = 182.813 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298757.1400601 Edm = 66.3475 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298145.3407364 Edm = 61.5844 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298079.1778608 Edm = 2.492 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298077.363514 Edm = 0.45387 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298074.9530074 Edm = 3.14711 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298013.2294221 Edm = 28.4397 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297901.0083557 Edm = 7.19799 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297887.5352085 Edm = 0.296635 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297886.9420954 Edm = 0.139872 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297882.4895938 Edm = 3.95643 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297806.540936 Edm = 38.1004 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297746.1487572 Edm = 0.24002 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297745.8866173 Edm = 0.0356655 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297745.4538172 Edm = 0.178156 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297742.9233797 Edm = 2.17496 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297651.9370268 Edm = 16.0707 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297633.0770008 Edm = 2.14838 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297630.6635257 Edm = 1.06228 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297630.0998957 Edm = 0.349157 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297629.6296005 Edm = 0.0210021 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297629.5869759 Edm = 0.0130272 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297629.311792 Edm = 0.232742 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297621.5909433 Edm = 6.63304 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297579.2088023 Edm = 6.40481 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297573.8312034 Edm = 3.02283 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297569.8752298 Edm = 1.44771 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297567.2463974 Edm = 1.88522 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297565.1963424 Edm = 0.960083 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297564.1353549 Edm = 0.300066 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297563.851627 Edm = 0.0251432 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297563.8177163 Edm = 0.00961087 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297563.799891 Edm = 0.0093969 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297563.7692887 Edm = 0.0145331 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297563.6859908 Edm = 0.0739494 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297559.9410515 Edm = 3.86694 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297559.7802735 Edm = 0.158399 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297559.0572271 Edm = 0.744824 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297558.625059 Edm = 0.401984 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297558.2623714 Edm = 0.32309 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297534.1577125 Edm = 3.22257 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297531.4433733 Edm = 5.09086 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297529.0563452 Edm = 2.20267 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297525.6053821 Edm = 5.63739 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297521.4610273 Edm = 0.536809 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297520.8690899 Edm = 0.0360282 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297520.8289264 Edm = 0.00806881 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297520.8194638 Edm = 0.0033798 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297520.7917555 Edm = 0.0295206 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297519.6832015 Edm = 0.893588 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297509.3371013 Edm = 10.0568 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297495.8341408 Edm = 16.8888 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297494.3747276 Edm = 1.47324 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297493.0591258 Edm = 2.24075 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297490.4364377 Edm = 0.131859 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297490.2956708 Edm = 0.011771 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297490.2875555 Edm = 0.00196736 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297490.2811511 Edm = 0.00435002 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297490.2583338 Edm = 0.00706289 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297490.2248567 Edm = 0.0245127 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297488.8330348 Edm = 0.840816 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297481.6236239 Edm = 1.73472 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297479.6528034 Edm = 0.302169 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297479.4641452 Edm = 0.073133 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297479.4273616 Edm = 0.0110947 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297479.4159046 Edm = 0.000931186 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297479.4140176 Edm = 0.000956596 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297479.3643538 Edm = 0.0542116 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297478.8034981 Edm = 0.528314 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297473.3674773 Edm = 0.852091 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297472.2513307 Edm = 0.306869 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297471.3014281 Edm = 3.90947 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297469.6642834 Edm = 1.77657 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297468.5077357 Edm = 3.29192 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297466.3292428 Edm = 0.350743 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297465.9236577 Edm = 0.0236092 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297465.8950852 Edm = 0.00130796 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297465.8937425 Edm = 0.000423658 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297465.8886851 Edm = 0.00424777 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297465.7242117 Edm = 0.0995671 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297464.5627213 Edm = 0.506274 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297463.0176802 Edm = 0.0790354 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297462.9249466 Edm = 0.00304989 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297462.9214271 Edm = 0.000461352 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297462.9209223 Edm = 0.00015007 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297462.9204665 Edm = 0.000321801 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297462.9150431 Edm = 0.00597183 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297462.5577228 Edm = 0.210791 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297459.9513755 Edm = 0.626946 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297458.9655677 Edm = 0.0451155 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297458.9164659 Edm = 0.00241644 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297458.9140156 Edm = 0.000142814 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297458.9131247 Edm = 0.000751444 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297458.8808177 Edm = 0.0325536 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297458.8462435 Edm = 0.0338481 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297452.6302557 Edm = 1.3744 NCalls = 326 -VariableMetric: Iteration # 99 - FCN = 297450.6123196 Edm = 0.237362 NCalls = 329 -VariableMetric: Iteration # 100 - FCN = 297449.2614856 Edm = 1.25564 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297449.0545491 Edm = 1.06128 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297447.2534745 Edm = 0.904169 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297446.3315892 Edm = 0.211447 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297446.1816166 Edm = 0.0213784 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297446.1441568 Edm = 0.0176191 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297446.1102476 Edm = 0.031554 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297445.8189573 Edm = 2.3856 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297445.8112469 Edm = 0.0978831 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297445.3274015 Edm = 0.696363 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297444.7875221 Edm = 0.631708 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297444.5459555 Edm = 0.275934 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297444.0747349 Edm = 0.452614 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297443.9938636 Edm = 0.0633787 NCalls = 382 -VariableMetric: Iteration # 114 - FCN = 297442.5418766 Edm = 0.861122 NCalls = 386 -VariableMetric: Iteration # 115 - FCN = 297441.8670635 Edm = 0.723323 NCalls = 388 -VariableMetric: Iteration # 116 - FCN = 297441.3412676 Edm = 0.0452113 NCalls = 391 -VariableMetric: Iteration # 117 - FCN = 297441.2865746 Edm = 0.0031662 NCalls = 393 -VariableMetric: Iteration # 118 - FCN = 297441.2822895 Edm = 0.000304627 NCalls = 395 -VariableMetric: Iteration # 119 - FCN = 297441.2817128 Edm = 0.000233456 NCalls = 397 -VariableMetric: Iteration # 120 - FCN = 297441.279416 Edm = 0.00189758 NCalls = 400 -VariableMetric: Iteration # 121 - FCN = 297441.0907615 Edm = 0.18853 NCalls = 405 -VariableMetric: Iteration # 122 - FCN = 297441.0068878 Edm = 0.0759738 NCalls = 409 -VariableMetric: Iteration # 123 - FCN = 297436.8892602 Edm = 1.09465 NCalls = 414 -VariableMetric: Iteration # 124 - FCN = 297435.1471681 Edm = 0.140437 NCalls = 416 -VariableMetric: Iteration # 125 - FCN = 297435.0585448 Edm = 0.00694778 NCalls = 418 -VariableMetric: Iteration # 126 - FCN = 297435.0513328 Edm = 0.000376348 NCalls = 420 -VariableMetric: Iteration # 127 - FCN = 297435.0509269 Edm = 4.81303e-05 NCalls = 422 -VariableMetric: After Hessian - FCN = 297435.0509269 Edm = 386.017 NCalls = 899 -VariableMetric: Iteration # 128 - FCN = 297435.0509269 Edm = 386.017 NCalls = 899 -VariableMetric: Iteration # 129 - FCN = 297434.1306183 Edm = 53.9587 NCalls = 903 -VariableMetric: Iteration # 130 - FCN = 297433.4205646 Edm = 0.208133 NCalls = 905 -VariableMetric: Iteration # 131 - FCN = 297433.2738131 Edm = 0.847289 NCalls = 907 -VariableMetric: Iteration # 132 - FCN = 297432.4957276 Edm = 0.157787 NCalls = 909 -VariableMetric: Iteration # 133 - FCN = 297432.344209 Edm = 0.0642069 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297432.2182934 Edm = 0.0337486 NCalls = 912 -VariableMetric: Iteration # 135 - FCN = 297432.1464572 Edm = 0.0244015 NCalls = 915 -VariableMetric: Iteration # 136 - FCN = 297432.105964 Edm = 0.00620465 NCalls = 917 -VariableMetric: Iteration # 137 - FCN = 297432.0874886 Edm = 0.00410856 NCalls = 920 -VariableMetric: Iteration # 138 - FCN = 297432.0797236 Edm = 0.00189316 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297432.0742594 Edm = 0.00166142 NCalls = 924 -VariableMetric: Iteration # 140 - FCN = 297432.0689242 Edm = 0.000978757 NCalls = 926 -VariableMetric: Iteration # 141 - FCN = 297432.0671816 Edm = 0.000323832 NCalls = 928 -VariableMetric: Iteration # 142 - FCN = 297432.0657471 Edm = 0.000498999 NCalls = 930 -VariableMetric: Iteration # 143 - FCN = 297432.0645896 Edm = 0.000293643 NCalls = 932 -VariableMetric: Iteration # 144 - FCN = 297432.0635605 Edm = 0.000128037 NCalls = 934 -VariableMetric: Iteration # 145 - FCN = 297432.0627188 Edm = 0.000311477 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297432.0616142 Edm = 0.00024704 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297432.0608271 Edm = 0.000365325 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297432.0594412 Edm = 0.00029612 NCalls = 943 -VariableMetric: Iteration # 149 - FCN = 297432.0582402 Edm = 0.000612831 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297432.0555423 Edm = 0.000386404 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297432.0530858 Edm = 0.000830893 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297432.0514917 Edm = 0.000265907 NCalls = 952 -VariableMetric: Iteration # 153 - FCN = 297432.0499347 Edm = 0.000290855 NCalls = 955 -VariableMetric: Iteration # 154 - FCN = 297432.0494629 Edm = 0.000103095 NCalls = 957 -VariableMetric: Iteration # 155 - FCN = 297432.0487914 Edm = 3.43577e-05 NCalls = 960 -VariableMetric: After Hessian - FCN = 297432.0487914 Edm = 0.000171327 NCalls = 1441 -VariableMetric: Iteration # 156 - FCN = 297432.0487914 Edm = 0.000171327 NCalls = 1441 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323236.601873 Edm = 462.313 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323236.601873 Edm = 462.313 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301847.2901106 Edm = 8.26877 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300311.9415027 Edm = 6.99737 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 300307.9968639 Edm = 5.51011 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299721.8605987 Edm = 859.275 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299648.2392817 Edm = 66.3458 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297997.765373 Edm = 1.78945 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297992.909859 Edm = 2.75241 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297988.415024 Edm = 0.0682961 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297987.8343481 Edm = 0.450267 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297939.7783157 Edm = 5.08808 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297934.3249022 Edm = 0.0897639 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297934.1724821 Edm = 0.0719695 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297919.4743044 Edm = 13.8882 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297740.0324126 Edm = 28.4318 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297696.3250726 Edm = 11.8734 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297671.9216466 Edm = 17.3998 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297662.7489826 Edm = 0.950112 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297661.3777429 Edm = 0.0958882 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297661.2515221 Edm = 0.0438001 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297661.0718827 Edm = 0.107126 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297648.557149 Edm = 8.4145 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297589.1464974 Edm = 25.3155 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297553.2982031 Edm = 21.8281 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297457.9206262 Edm = 23.362 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297438.3014402 Edm = 9.20468 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297430.0161399 Edm = 0.706161 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297429.1470239 Edm = 0.0309006 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297429.108146 Edm = 0.00577708 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297428.8658146 Edm = 0.172083 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297427.3235036 Edm = 1.18889 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297414.7515384 Edm = 4.70654 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297406.701038 Edm = 0.494608 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297406.1466469 Edm = 0.090614 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297406.053432 Edm = 0.034563 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297406.0254252 Edm = 0.00555283 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297406.0083401 Edm = 0.0142165 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297404.9161966 Edm = 0.997991 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297375.700339 Edm = 6.64619 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297366.6716389 Edm = 0.690793 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297365.9428014 Edm = 0.221067 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297365.5844458 Edm = 0.0923626 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297365.503411 Edm = 0.00611475 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297365.4926524 Edm = 0.00700638 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297365.4785453 Edm = 0.0219968 NCalls = 143 -VariableMetric: Iteration # 45 - FCN = 297364.9342281 Edm = 0.573932 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297364.2567867 Edm = 0.65633 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297310.6463683 Edm = 3.08964 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297307.123611 Edm = 0.0883787 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297306.943764 Edm = 0.0488705 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297306.8797531 Edm = 0.00819218 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297306.8700253 Edm = 0.0014979 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297306.8670189 Edm = 0.000672737 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297306.8636941 Edm = 0.00268571 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297306.8150454 Edm = 0.0438673 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297305.8210933 Edm = 0.949728 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297297.6884138 Edm = 3.4855 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297294.9716727 Edm = 1.90616 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297294.0897802 Edm = 0.116491 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297293.9888194 Edm = 0.00499389 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297293.983086 Edm = 0.000203338 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297293.9825301 Edm = 0.000335102 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297293.9743917 Edm = 0.00854091 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297293.6039866 Edm = 0.197282 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297291.6695475 Edm = 1.81958 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297290.3979917 Edm = 3.51935 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297288.5074347 Edm = 2.75639 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297285.2979058 Edm = 4.29199 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297280.7693207 Edm = 1.95634 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297278.7257359 Edm = 1.71305 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297278.2384834 Edm = 0.290042 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297277.9680744 Edm = 0.036051 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297277.9405349 Edm = 0.00740585 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297277.9352474 Edm = 0.0024104 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297277.9238253 Edm = 0.00750051 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297277.8962 Edm = 0.00820736 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297277.8829248 Edm = 0.000296981 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297277.8825119 Edm = 0.000229989 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297277.8813934 Edm = 0.00080074 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297277.8626428 Edm = 0.0186622 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297277.3713 Edm = 0.507017 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297276.1151453 Edm = 0.13062 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297274.551634 Edm = 1.48746 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297274.0669411 Edm = 0.408163 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297273.729426 Edm = 0.030673 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297273.6912012 Edm = 0.00586285 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297273.6830012 Edm = 0.000845291 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297273.681929 Edm = 0.000325664 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297273.6806247 Edm = 0.00142023 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297273.6695311 Edm = 0.0140002 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297273.6195062 Edm = 0.0458267 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297269.2022539 Edm = 0.69064 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297268.4532181 Edm = 0.0519881 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297268.4097839 Edm = 0.0160754 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297268.3877416 Edm = 0.0056107 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297268.3839437 Edm = 0.00119362 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297268.3826717 Edm = 0.000126424 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297268.3820287 Edm = 0.000452313 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297268.3712821 Edm = 0.0115018 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297267.9982059 Edm = 0.354079 NCalls = 329 -VariableMetric: Iteration # 100 - FCN = 297267.9962573 Edm = 0.000839958 NCalls = 331 -VariableMetric: Iteration # 101 - FCN = 297267.9704382 Edm = 0.0238782 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297267.3377899 Edm = 0.653897 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297266.937829 Edm = 0.409672 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297262.1709635 Edm = 2.80327 NCalls = 350 -VariableMetric: Iteration # 105 - FCN = 297259.2551904 Edm = 4.6064 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297257.214702 Edm = 0.539908 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297256.956645 Edm = 0.0864838 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297256.8823794 Edm = 0.00751442 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297256.8724438 Edm = 0.00139737 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297256.8705174 Edm = 0.000303043 NCalls = 360 -VariableMetric: Iteration # 111 - FCN = 297256.8697599 Edm = 0.000492876 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297256.8650389 Edm = 0.00368374 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297256.8448797 Edm = 0.0158998 NCalls = 369 -VariableMetric: Iteration # 114 - FCN = 297256.6010062 Edm = 0.19037 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297254.8631562 Edm = 0.295161 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297254.4641953 Edm = 0.0167186 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297254.4463695 Edm = 0.00110086 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297254.445313 Edm = 5.47822e-05 NCalls = 380 -VariableMetric: After Hessian - FCN = 297254.445313 Edm = 1.05903 NCalls = 863 -VariableMetric: Iteration # 119 - FCN = 297254.445313 Edm = 1.05903 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297254.3216355 Edm = 3.38453 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297253.1149647 Edm = 0.893559 NCalls = 868 -VariableMetric: Iteration # 122 - FCN = 297252.5295565 Edm = 0.407575 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297251.9980937 Edm = 0.152931 NCalls = 873 -VariableMetric: Iteration # 124 - FCN = 297251.7717462 Edm = 0.116304 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297251.7268479 Edm = 0.0133013 NCalls = 878 -VariableMetric: Iteration # 126 - FCN = 297251.7181914 Edm = 8.45153 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297251.7168293 Edm = 35.3287 NCalls = 884 -VariableMetric: Iteration # 128 - FCN = 297251.7154045 Edm = 13.0309 NCalls = 888 -VariableMetric: Iteration # 129 - FCN = 297251.7140532 Edm = 40.35 NCalls = 891 -VariableMetric: Iteration # 130 - FCN = 297251.7130675 Edm = 2.21988 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297251.711802 Edm = 1.7106 NCalls = 899 -VariableMetric: Iteration # 132 - FCN = 297251.7074299 Edm = 6.18354 NCalls = 902 -VariableMetric: Iteration # 133 - FCN = 297251.6971423 Edm = 4.17322 NCalls = 905 -VariableMetric: Iteration # 134 - FCN = 297251.6878868 Edm = 2.1024 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297251.6775295 Edm = 1.79684 NCalls = 911 -VariableMetric: Iteration # 136 - FCN = 297251.6688424 Edm = 1.42682 NCalls = 914 -VariableMetric: Iteration # 137 - FCN = 297251.653089 Edm = 0.311096 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297251.6400999 Edm = 0.0979112 NCalls = 918 -VariableMetric: Iteration # 139 - FCN = 297251.6227133 Edm = 0.0872399 NCalls = 920 -VariableMetric: Iteration # 140 - FCN = 297251.613346 Edm = 0.241624 NCalls = 922 -VariableMetric: Iteration # 141 - FCN = 297251.5828325 Edm = 0.332743 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297251.5539284 Edm = 0.304973 NCalls = 926 -VariableMetric: Iteration # 143 - FCN = 297251.5411849 Edm = 0.0572712 NCalls = 928 -VariableMetric: Iteration # 144 - FCN = 297251.5301718 Edm = 0.151223 NCalls = 930 -VariableMetric: Iteration # 145 - FCN = 297251.5167527 Edm = 0.042025 NCalls = 932 -VariableMetric: Iteration # 146 - FCN = 297251.5044773 Edm = 0.0173204 NCalls = 934 -VariableMetric: Iteration # 147 - FCN = 297251.5013186 Edm = 0.00485099 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297251.5008694 Edm = 0.000941394 NCalls = 938 -VariableMetric: Iteration # 149 - FCN = 297251.5002316 Edm = 2.16185e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297251.5002316 Edm = 1.0103e-05 NCalls = 1435 -VariableMetric: Iteration # 150 - FCN = 297251.5002316 Edm = 1.0103e-05 NCalls = 1435 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316543.6693591 Edm = 36.2241 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316543.6693591 Edm = 36.2241 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299867.7899968 Edm = 405.003 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299867.7899968 Edm = 405.003 NCalls = 23 -VariableMetric: After Hessian - FCN = 299867.7899968 Edm = 6.0957e+06 NCalls = 496 -VariableMetric: Iteration # 3 - FCN = 299867.7899968 Edm = 6.0957e+06 NCalls = 496 -VariableMetric: Iteration # 4 - FCN = 299706.6389758 Edm = 1.34937e+07 NCalls = 507 -VariableMetric: Iteration # 5 - FCN = 298740.9477569 Edm = 4191.21 NCalls = 516 -VariableMetric: Iteration # 6 - FCN = 298740.9477569 Edm = 4191.21 NCalls = 527 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338275.4032737 Edm = 79.1109 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338275.4032737 Edm = 79.1109 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308367.3811278 Edm = 1394.9 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 305414.1477521 Edm = 2293.39 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299758.2995986 Edm = 193.569 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 299389.5777755 Edm = 2.9512 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 299249.6217902 Edm = 3.66085 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 299215.7603468 Edm = 3.23244 NCalls = 42 -VariableMetric: Iteration # 7 - FCN = 299206.1716952 Edm = 2.26997 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 299168.3248546 Edm = 26.8746 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 298890.2209325 Edm = 12.7428 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 298818.55182 Edm = 3083.59 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298745.4213328 Edm = 2.93809 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298706.902521 Edm = 140.899 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 298574.2753705 Edm = 78.1755 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 298303.0476203 Edm = 4.83837 NCalls = 72 -VariableMetric: Iteration # 15 - FCN = 298289.9353188 Edm = 2.44847 NCalls = 74 -VariableMetric: Iteration # 16 - FCN = 298284.3432014 Edm = 1.81308 NCalls = 77 -VariableMetric: Iteration # 17 - FCN = 298266.7227926 Edm = 5.03002 NCalls = 81 -VariableMetric: Iteration # 18 - FCN = 298235.4628589 Edm = 26.3147 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 298223.0796414 Edm = 17.356 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 298199.3167825 Edm = 9.66242 NCalls = 93 -VariableMetric: Iteration # 21 - FCN = 298187.255166 Edm = 33.0982 NCalls = 95 -VariableMetric: Iteration # 22 - FCN = 298121.767104 Edm = 21.5049 NCalls = 99 -VariableMetric: Iteration # 23 - FCN = 298115.5322457 Edm = 10.6465 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 298107.7593623 Edm = 1.94788 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 298102.7171802 Edm = 3.97043 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 298034.4497467 Edm = 40.7218 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297877.72008 Edm = 77.0039 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297859.684469 Edm = 6.55159 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297855.7421504 Edm = 0.432102 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297855.0837347 Edm = 0.44645 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 297850.9820814 Edm = 1.70058 NCalls = 125 -VariableMetric: Iteration # 32 - FCN = 297846.3671261 Edm = 1.65269 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297845.1821463 Edm = 1.94234 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297843.1538484 Edm = 0.368871 NCalls = 133 -VariableMetric: Iteration # 35 - FCN = 297842.3326393 Edm = 0.881049 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297841.7074557 Edm = 0.159829 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297841.4782201 Edm = 0.0545356 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297841.23191 Edm = 0.0963564 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297840.2877727 Edm = 2.13538 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297833.4575688 Edm = 7.18042 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297827.126121 Edm = 5.82945 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297719.1147913 Edm = 155.274 NCalls = 165 -VariableMetric: Iteration # 43 - FCN = 297606.6932161 Edm = 11.8611 NCalls = 171 -VariableMetric: Iteration # 44 - FCN = 297585.8190271 Edm = 1.20254 NCalls = 173 -VariableMetric: Iteration # 45 - FCN = 297584.4826391 Edm = 0.31236 NCalls = 174 -VariableMetric: Iteration # 46 - FCN = 297583.1505956 Edm = 0.325976 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297582.2412033 Edm = 0.285484 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297582.0453622 Edm = 0.154895 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297581.9107086 Edm = 0.00735443 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297581.892322 Edm = 0.00524603 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297581.7752424 Edm = 0.0929296 NCalls = 190 -VariableMetric: Iteration # 52 - FCN = 297579.4901419 Edm = 4.59677 NCalls = 195 -VariableMetric: Iteration # 53 - FCN = 297564.6099957 Edm = 10.4753 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297547.1761863 Edm = 17.0736 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297536.8620194 Edm = 3.03121 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297530.031799 Edm = 2.53139 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297525.3781934 Edm = 0.273878 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297525.1387873 Edm = 0.129504 NCalls = 214 -VariableMetric: Iteration # 59 - FCN = 297525.0715973 Edm = 0.00985858 NCalls = 216 -VariableMetric: Iteration # 60 - FCN = 297525.0587982 Edm = 0.00159806 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297525.0529121 Edm = 0.00387247 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297525.030037 Edm = 0.0158843 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297524.326791 Edm = 0.687252 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297504.6486252 Edm = 9.37431 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297498.0567497 Edm = 2.41305 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297494.1035766 Edm = 2.14191 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297493.0023267 Edm = 2.2559 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297492.4005932 Edm = 0.0543672 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297492.3511661 Edm = 0.00216957 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297492.3456128 Edm = 0.00356431 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297492.2633785 Edm = 0.105097 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297491.0241376 Edm = 1.14397 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297485.1048839 Edm = 4.03556 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297481.3594098 Edm = 0.50445 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297480.5804312 Edm = 0.482404 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297480.2766176 Edm = 0.223678 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297480.1214265 Edm = 0.0445993 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297480.0649059 Edm = 0.00496097 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297480.0582769 Edm = 0.00138554 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297480.0540937 Edm = 0.00344301 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297480.0146747 Edm = 0.0452584 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297479.9417726 Edm = 0.0661215 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297473.7044742 Edm = 1.26009 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297472.6421678 Edm = 0.521173 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297472.2841792 Edm = 0.180478 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297472.083263 Edm = 0.038328 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297472.0352789 Edm = 0.0140861 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297471.9885468 Edm = 0.0129611 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297471.9712911 Edm = 0.00181738 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297471.9695234 Edm = 0.000267037 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297471.9687756 Edm = 0.000497159 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297471.9596558 Edm = 0.00876721 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297471.3861457 Edm = 0.58708 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297471.3467047 Edm = 0.0930559 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297471.3155965 Edm = 0.0309332 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297471.3098421 Edm = 0.00411762 NCalls = 329 -VariableMetric: Iteration # 97 - FCN = 297470.0948812 Edm = 0.506643 NCalls = 335 -VariableMetric: Iteration # 98 - FCN = 297468.8253889 Edm = 0.271117 NCalls = 338 -VariableMetric: Iteration # 99 - FCN = 297468.5491677 Edm = 0.166189 NCalls = 340 -VariableMetric: Iteration # 100 - FCN = 297468.3828272 Edm = 0.0928977 NCalls = 342 -VariableMetric: Iteration # 101 - FCN = 297468.2427706 Edm = 0.00707722 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297468.233498 Edm = 0.000600303 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297468.2327745 Edm = 0.000123439 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297468.2316936 Edm = 0.000916788 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297468.1625019 Edm = 0.071633 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297468.0303356 Edm = 0.120144 NCalls = 362 -VariableMetric: Iteration # 107 - FCN = 297465.9781973 Edm = 0.0873106 NCalls = 366 -VariableMetric: Iteration # 108 - FCN = 297465.9017068 Edm = 0.0101527 NCalls = 368 -VariableMetric: Iteration # 109 - FCN = 297465.891616 Edm = 0.00067606 NCalls = 370 -VariableMetric: Iteration # 110 - FCN = 297465.8908895 Edm = 4.11217e-05 NCalls = 372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331125.7610974 Edm = 61.3826 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331125.7610974 Edm = 61.3826 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305299.3282991 Edm = 8.84679 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299410.7107923 Edm = 101.684 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299333.8944919 Edm = 0.733298 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 299328.5627355 Edm = 6.79044 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 299252.4166749 Edm = 55.6633 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 299086.9569565 Edm = 30.0441 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 299072.2491348 Edm = 0.223079 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 299071.6150944 Edm = 0.653682 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 298698.4537938 Edm = 122.813 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 298698.4537938 Edm = 122.813 NCalls = 46 -VariableMetric: After Hessian - FCN = 298698.4537938 Edm = 2.5375e+08 NCalls = 515 -VariableMetric: Iteration # 11 - FCN = 298698.4537938 Edm = 2.5375e+08 NCalls = 515 -VariableMetric: Iteration # 12 - FCN = 298698.4537938 Edm = 2.5375e+08 NCalls = 526 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301908.0177497 Edm = 100.802 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301908.0177497 Edm = 100.802 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300560.072765 Edm = 10.6102 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 300516.4154743 Edm = 5.63574 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 300474.7405076 Edm = 49.605 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 300170.3171326 Edm = 231.495 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 297491.5330289 Edm = 0.548757 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297483.4202758 Edm = 0.194471 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297481.5796696 Edm = 0.185129 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297481.1266548 Edm = 0.235861 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297436.2079776 Edm = 7.04591 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297427.2694178 Edm = 0.0541915 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297427.1360045 Edm = 0.0793829 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297421.1657563 Edm = 6.17527 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297420.0956731 Edm = 0.978328 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297407.8703568 Edm = 8.1219 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297371.6774599 Edm = 1.2166 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297370.4529273 Edm = 0.0359842 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297370.2960528 Edm = 0.121525 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297346.5934564 Edm = 17.2363 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297262.3377023 Edm = 2.36536 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297259.0275673 Edm = 0.0995835 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297258.8923617 Edm = 0.00544991 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297258.8849415 Edm = 0.00212423 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297258.8637352 Edm = 0.0183543 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297257.2163503 Edm = 1.47793 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297236.5407702 Edm = 1.35547 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297234.7975112 Edm = 0.192788 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297234.6271864 Edm = 0.0211574 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297234.6048432 Edm = 0.00105312 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297234.6019524 Edm = 0.00207002 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297234.531315 Edm = 0.0798854 NCalls = 100 -VariableMetric: Iteration # 31 - FCN = 297233.3946684 Edm = 0.348677 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297232.6549387 Edm = 0.0276759 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297232.6342809 Edm = 0.00149287 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297232.6315107 Edm = 0.00149034 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297232.611269 Edm = 0.0210564 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297231.685005 Edm = 0.447916 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297225.3536328 Edm = 4.29348 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297219.3991153 Edm = 8.54309 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297214.0359718 Edm = 3.5926 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297212.2517396 Edm = 1.02476 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297211.4149035 Edm = 0.0927178 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297211.3530623 Edm = 0.00789636 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297211.3475085 Edm = 0.000284361 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297211.3465986 Edm = 0.000700593 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297211.3213879 Edm = 0.0310169 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297211.2902825 Edm = 0.0305634 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297207.8111551 Edm = 0.0663376 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297207.7449673 Edm = 0.00754381 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297207.7360652 Edm = 0.000890074 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297207.7350957 Edm = 0.000115242 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297207.7342577 Edm = 0.000789342 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297207.5879073 Edm = 0.0310672 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297206.9033104 Edm = 0.301614 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297206.1277193 Edm = 0.0496205 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297206.0806188 Edm = 0.00796918 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297206.0698463 Edm = 0.00128355 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297206.0682612 Edm = 4.07338e-05 NCalls = 188 -VariableMetric: After Hessian - FCN = 297206.0682612 Edm = 4.76522 NCalls = 665 -VariableMetric: Iteration # 58 - FCN = 297206.0682612 Edm = 4.76522 NCalls = 665 -VariableMetric: Iteration # 59 - FCN = 297204.2219762 Edm = 2.03791 NCalls = 667 -VariableMetric: Iteration # 60 - FCN = 297203.6561604 Edm = 1.08901 NCalls = 669 -VariableMetric: Iteration # 61 - FCN = 297202.5569534 Edm = 0.401319 NCalls = 671 -VariableMetric: Iteration # 62 - FCN = 297202.3111217 Edm = 0.41237 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297201.6794635 Edm = 7.29894 NCalls = 681 -VariableMetric: Iteration # 64 - FCN = 297197.7580366 Edm = 28.5396 NCalls = 685 -VariableMetric: Iteration # 65 - FCN = 297197.6858197 Edm = 0.106873 NCalls = 687 -VariableMetric: Iteration # 66 - FCN = 297197.3133313 Edm = 0.87523 NCalls = 694 -VariableMetric: Iteration # 67 - FCN = 297197.262325 Edm = 0.452906 NCalls = 696 -VariableMetric: Iteration # 68 - FCN = 297196.82869 Edm = 0.975285 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297196.4037613 Edm = 2.77037 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297194.3207505 Edm = 3.04772 NCalls = 706 -VariableMetric: Iteration # 71 - FCN = 297194.1762661 Edm = 0.606335 NCalls = 707 -VariableMetric: Iteration # 72 - FCN = 297193.9480943 Edm = 0.581442 NCalls = 709 -VariableMetric: Iteration # 73 - FCN = 297192.9943356 Edm = 0.842984 NCalls = 713 -VariableMetric: Iteration # 74 - FCN = 297191.0782975 Edm = 1.39221 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297189.4504885 Edm = 1.27318 NCalls = 720 -VariableMetric: Iteration # 76 - FCN = 297188.4860727 Edm = 0.339252 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297188.1060569 Edm = 0.207988 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297187.6940552 Edm = 0.102318 NCalls = 727 -VariableMetric: Iteration # 79 - FCN = 297187.5526017 Edm = 0.075741 NCalls = 730 -VariableMetric: Iteration # 80 - FCN = 297187.4749869 Edm = 0.0722158 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297187.3314693 Edm = 0.0676937 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297187.2199102 Edm = 0.0580195 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297187.117953 Edm = 0.109218 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297187.0529307 Edm = 0.0462509 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297186.9957424 Edm = 0.103685 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297186.9084419 Edm = 0.0787105 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297186.8177321 Edm = 0.122598 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297186.7022629 Edm = 0.153103 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297186.6184389 Edm = 0.111873 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297186.507728 Edm = 0.0895517 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297186.382583 Edm = 0.0480634 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297186.3227569 Edm = 0.0660226 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297186.2427257 Edm = 0.0682527 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297186.1559693 Edm = 0.0182107 NCalls = 779 -VariableMetric: Iteration # 95 - FCN = 297186.115093 Edm = 0.0151384 NCalls = 781 -VariableMetric: Iteration # 96 - FCN = 297186.0998185 Edm = 0.0233706 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297186.073204 Edm = 0.00698791 NCalls = 786 -VariableMetric: Iteration # 98 - FCN = 297186.0590837 Edm = 0.00847891 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297186.0520378 Edm = 0.0065396 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297186.0420497 Edm = 0.00390283 NCalls = 794 -VariableMetric: Iteration # 101 - FCN = 297186.0335228 Edm = 0.00472438 NCalls = 796 -VariableMetric: Iteration # 102 - FCN = 297186.0255145 Edm = 0.00849394 NCalls = 798 -VariableMetric: Iteration # 103 - FCN = 297186.0155511 Edm = 0.012291 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297185.9985115 Edm = 0.0287759 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297185.9210234 Edm = 0.0692605 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297185.8156458 Edm = 0.14136 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297185.7980739 Edm = 0.0448143 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297185.7517355 Edm = 0.0204801 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297185.7301558 Edm = 0.0169687 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297185.6961268 Edm = 0.00857398 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297185.6879778 Edm = 0.00939502 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297185.6816936 Edm = 0.00455982 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297185.6737095 Edm = 0.00404336 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297185.6628309 Edm = 0.00855594 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297185.6519537 Edm = 0.00817826 NCalls = 840 -VariableMetric: Iteration # 116 - FCN = 297185.6405468 Edm = 0.00975459 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297185.6352906 Edm = 0.00314895 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 297185.6286983 Edm = 0.0011598 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297185.6260738 Edm = 0.000899142 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297185.6245973 Edm = 0.00044423 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297185.6239462 Edm = 0.000450488 NCalls = 855 -VariableMetric: Iteration # 122 - FCN = 297185.6230803 Edm = 0.000213932 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297185.6227912 Edm = 6.20437e-05 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297185.6226883 Edm = 4.78319e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297185.6226883 Edm = 0.00288263 NCalls = 1343 -VariableMetric: Iteration # 125 - FCN = 297185.6226883 Edm = 0.00288263 NCalls = 1343 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311504.7198861 Edm = 267.631 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311504.7198861 Edm = 267.631 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300633.4699334 Edm = 1.11411 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299155.3920734 Edm = 10.1914 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299136.1301073 Edm = 18.5162 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299130.9816597 Edm = 4.69655 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298917.9457617 Edm = 65.5753 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298036.6503753 Edm = 38.9018 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 298031.444832 Edm = 8.54018 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298026.6680489 Edm = 0.202489 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298023.3320165 Edm = 3.43946 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297796.3335416 Edm = 23.6434 NCalls = 55 -VariableMetric: Iteration # 11 - FCN = 297760.1372415 Edm = 17.0441 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297739.1228748 Edm = 1.47311 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297737.7420418 Edm = 0.0638485 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297737.6523017 Edm = 0.048994 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297730.0486547 Edm = 6.49153 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297612.5123688 Edm = 9.29775 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297603.4973969 Edm = 0.42045 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297603.0218659 Edm = 0.204636 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297600.6046317 Edm = 1.82204 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297548.6250705 Edm = 41.7604 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297496.0466439 Edm = 12.3283 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297487.114829 Edm = 0.83583 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297486.3527929 Edm = 0.114667 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297486.3057287 Edm = 0.0167126 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297486.2860786 Edm = 0.00781711 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297486.1570307 Edm = 0.128354 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297479.0295954 Edm = 0.24617 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297475.9411206 Edm = 0.0561002 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297475.8613158 Edm = 0.0195146 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297475.7097388 Edm = 0.14946 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297469.1059607 Edm = 4.77179 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297459.5446669 Edm = 0.866267 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297458.8060033 Edm = 0.0568444 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297458.7247186 Edm = 0.013919 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297458.6727345 Edm = 0.0193344 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297458.2362158 Edm = 0.272017 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297452.8608099 Edm = 3.47427 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297432.9940849 Edm = 1.74308 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297431.6100819 Edm = 0.859826 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297430.569078 Edm = 0.41257 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297430.3036592 Edm = 0.196748 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297430.1332592 Edm = 0.0180053 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297430.1135783 Edm = 0.003442 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297430.1013903 Edm = 0.00895003 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297429.6292965 Edm = 0.655297 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297429.3055197 Edm = 0.293837 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297418.484188 Edm = 1.44502 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297415.8715443 Edm = 0.529061 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297415.4950525 Edm = 0.144585 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297415.3534932 Edm = 0.0263336 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297415.3172141 Edm = 0.00554109 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297415.3078688 Edm = 0.00186576 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297415.299661 Edm = 0.00525115 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297415.0585115 Edm = 0.192223 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297410.3241859 Edm = 2.23988 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297401.6832985 Edm = 2.03225 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297399.1679374 Edm = 1.1282 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297398.4784317 Edm = 0.0902126 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297398.4120012 Edm = 0.0107994 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297398.3935056 Edm = 0.00303394 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297398.3875581 Edm = 0.00125101 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297398.3858146 Edm = 0.000313291 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297398.3852904 Edm = 0.000337697 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297398.3833566 Edm = 0.0012613 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297398.2466417 Edm = 0.165957 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297398.2317635 Edm = 0.0137742 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297397.4247209 Edm = 0.656095 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297393.5367213 Edm = 0.488561 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297393.102348 Edm = 0.0440083 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297393.0654078 Edm = 0.00383823 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297393.0602876 Edm = 0.000342658 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297393.0595267 Edm = 0.000405854 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297393.0549809 Edm = 0.00477753 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297392.988111 Edm = 0.0502366 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297391.5758209 Edm = 0.666921 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297390.4517115 Edm = 0.0344339 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297390.4161199 Edm = 0.0019747 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297390.413842 Edm = 9.93444e-05 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297390.4137026 Edm = 3.8493e-05 NCalls = 254 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307804.9021835 Edm = 24.0873 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307804.9021835 Edm = 24.0873 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299057.6918987 Edm = 4.97705 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298644.5762944 Edm = 8.2031 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298638.5005285 Edm = 3.90539 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297645.810397 Edm = 25.0896 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297627.6370317 Edm = 47.5971 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297591.4316803 Edm = 6.42268 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297585.456558 Edm = 0.289947 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297584.4826963 Edm = 0.815306 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297506.6398694 Edm = 58.4792 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297473.2212509 Edm = 6.87543 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297467.1382674 Edm = 0.0975803 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297466.9540573 Edm = 0.0701482 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297463.3391514 Edm = 3.06895 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297462.7081318 Edm = 0.777022 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297438.4815393 Edm = 9.70527 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297416.3663995 Edm = 3.40726 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297410.9930773 Edm = 4.4354 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297405.3796243 Edm = 2.03562 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297400.4036795 Edm = 1.05042 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297399.2283975 Edm = 1.27461 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297398.1117574 Edm = 0.212279 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297397.7211174 Edm = 0.0688459 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297397.5520927 Edm = 0.104983 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297397.2789243 Edm = 0.249205 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297387.1944442 Edm = 12.1056 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297387.1319321 Edm = 0.202429 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297386.857301 Edm = 0.106215 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297384.396138 Edm = 0.558578 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297383.5037406 Edm = 0.0624755 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297382.7099041 Edm = 0.936647 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297377.2177153 Edm = 4.87735 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297340.2936645 Edm = 16.6157 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297331.8857892 Edm = 2.59834 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297330.6872596 Edm = 0.506112 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297330.3740738 Edm = 0.183695 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297329.9212292 Edm = 0.32024 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297324.6975336 Edm = 1.32931 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297321.820794 Edm = 1.01745 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297320.1363013 Edm = 1.35127 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297319.6580446 Edm = 2.00689 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297317.7574342 Edm = 0.324203 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297317.2831346 Edm = 0.68383 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297316.9037238 Edm = 0.0348495 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297316.8580747 Edm = 0.0135225 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297316.5835407 Edm = 0.250005 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297303.1282888 Edm = 11.147 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297283.1545823 Edm = 6.84375 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297277.3976247 Edm = 0.408074 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297276.8795255 Edm = 0.0465444 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297276.7859588 Edm = 0.0173899 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297276.6969482 Edm = 0.0281567 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297276.6417968 Edm = 0.00630302 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297276.5873172 Edm = 0.0446813 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297276.3826216 Edm = 0.299091 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297272.3478016 Edm = 4.50681 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297272.1900204 Edm = 0.11648 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297269.0934077 Edm = 2.90275 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297268.9773499 Edm = 0.242021 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297268.1151451 Edm = 0.692181 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297262.3734528 Edm = 5.52291 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297240.196964 Edm = 6.44237 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297231.9241804 Edm = 0.930868 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297230.8427097 Edm = 0.859271 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297229.8316227 Edm = 0.49152 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297229.1257593 Edm = 0.103066 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297228.9776658 Edm = 0.00925434 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297228.9676147 Edm = 0.00185741 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297228.9509623 Edm = 0.0110231 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297228.8633847 Edm = 0.0709193 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297228.5630299 Edm = 0.339804 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297223.3220131 Edm = 4.22563 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297203.6357305 Edm = 19.6363 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297199.4842572 Edm = 2.64653 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297197.7527989 Edm = 1.62039 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297195.6413741 Edm = 1.10154 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297194.5229977 Edm = 0.842299 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297193.3524981 Edm = 0.33239 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297192.7975723 Edm = 1.04578 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297191.8400193 Edm = 0.749547 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297190.8149256 Edm = 3.59268 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297190.1417391 Edm = 0.424761 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 297188.9829864 Edm = 0.373856 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297188.54441 Edm = 0.0367032 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297188.4949564 Edm = 0.00417564 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297188.4902071 Edm = 0.00181038 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297188.480511 Edm = 0.0107032 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297188.3121449 Edm = 0.172061 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297188.2943372 Edm = 0.0142632 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297187.0296073 Edm = 0.848053 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297181.5969174 Edm = 1.75493 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297177.3938729 Edm = 1.27936 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297175.7571574 Edm = 0.0842859 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297175.7104961 Edm = 0.0267661 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297175.6952902 Edm = 0.00598661 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297175.6846535 Edm = 0.00117186 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297175.6824099 Edm = 0.00043893 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297175.6784434 Edm = 0.00431961 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297175.4976999 Edm = 0.168564 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297171.5402891 Edm = 0.750829 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297170.8381079 Edm = 0.0630212 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297170.7775829 Edm = 0.00333127 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297170.7742098 Edm = 0.000504147 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297170.7723923 Edm = 0.00134506 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297170.7186476 Edm = 0.052214 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297170.4423811 Edm = 0.224949 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297167.3068797 Edm = 2.32614 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297163.9259289 Edm = 0.489878 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297163.4208696 Edm = 0.0354331 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297163.3786537 Edm = 0.00458268 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297163.3733315 Edm = 0.000797838 NCalls = 356 -VariableMetric: Iteration # 111 - FCN = 297163.3717179 Edm = 0.000591405 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297163.3674731 Edm = 0.00356234 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297163.3121584 Edm = 0.0486261 NCalls = 364 -VariableMetric: Iteration # 114 - FCN = 297163.1075284 Edm = 0.172649 NCalls = 369 -VariableMetric: Iteration # 115 - FCN = 297160.9842486 Edm = 0.957234 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297158.3362796 Edm = 1.30829 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297157.3472119 Edm = 0.34489 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297156.980003 Edm = 0.036348 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297156.9258622 Edm = 0.00613847 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297156.9213157 Edm = 0.00109072 NCalls = 384 -VariableMetric: Iteration # 121 - FCN = 297156.9207658 Edm = 0.000197351 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297156.9204561 Edm = 0.000243484 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297156.9168439 Edm = 0.00429779 NCalls = 392 -VariableMetric: Iteration # 124 - FCN = 297156.8685406 Edm = 0.044258 NCalls = 399 -VariableMetric: Iteration # 125 - FCN = 297156.3618809 Edm = 0.18464 NCalls = 402 -VariableMetric: Iteration # 126 - FCN = 297156.0473206 Edm = 0.0141742 NCalls = 404 -VariableMetric: Iteration # 127 - FCN = 297156.0322951 Edm = 0.000242386 NCalls = 405 -VariableMetric: Iteration # 128 - FCN = 297156.0320628 Edm = 2.1285e-05 NCalls = 406 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308583.3187223 Edm = 61.8499 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308583.3187223 Edm = 61.8499 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308001.8482459 Edm = 8.31639 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 307221.6833017 Edm = 166.544 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299312.6548614 Edm = 6.3762 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299297.2720345 Edm = 12.0986 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298583.3459486 Edm = 34.7059 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 298568.9265908 Edm = 52.2897 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298493.7299687 Edm = 1.15479 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298491.1854296 Edm = 2.31361 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298450.0806088 Edm = 22.2233 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298356.4436175 Edm = 19.3703 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298233.9039106 Edm = 140.068 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298192.2657033 Edm = 28.7285 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298153.3046253 Edm = 3.01707 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 298149.4200236 Edm = 0.15597 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298149.2915927 Edm = 0.0497597 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298148.4621705 Edm = 0.753634 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 298015.2180292 Edm = 39.0662 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297963.6155686 Edm = 10.3467 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297950.7733248 Edm = 4.6102 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297914.1806375 Edm = 12.8103 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297912.4284935 Edm = 5.98273 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297898.8996103 Edm = 3.97623 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297893.2445851 Edm = 3.37923 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297885.7412778 Edm = 1.85554 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297883.1012119 Edm = 1.57353 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297882.0110493 Edm = 0.744724 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297881.2183625 Edm = 1.53265 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297877.6241329 Edm = 4.93351 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297874.1924494 Edm = 2.53649 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297869.9998136 Edm = 2.64477 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297867.6727914 Edm = 1.71649 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297863.3135943 Edm = 0.347358 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297863.0562541 Edm = 0.127737 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297862.8004831 Edm = 0.241862 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297849.3340859 Edm = 12.0204 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297849.168868 Edm = 0.537322 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297848.9648403 Edm = 0.0657323 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297847.9828347 Edm = 0.432863 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297846.2921225 Edm = 0.536792 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297840.0655144 Edm = 6.14377 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297828.2722835 Edm = 1.9468 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297827.0309972 Edm = 0.170097 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297826.9139615 Edm = 0.0445736 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297826.8620473 Edm = 0.0343077 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297826.6252121 Edm = 0.133225 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297826.0025905 Edm = 0.378201 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297825.808147 Edm = 0.956978 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297824.7054937 Edm = 0.443784 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297823.6981292 Edm = 0.0682172 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297823.6000624 Edm = 0.0459744 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297823.4517719 Edm = 0.303669 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297822.7663388 Edm = 0.857019 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297822.1873167 Edm = 0.691174 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297819.0311399 Edm = 3.08858 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297813.4479852 Edm = 2.27871 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297804.2878832 Edm = 8.9548 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297790.1699112 Edm = 18.2073 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297753.121575 Edm = 18.9284 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297738.4183539 Edm = 5.65981 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297735.3270189 Edm = 0.620762 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297734.8934815 Edm = 0.197579 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297734.4909684 Edm = 0.12853 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297734.3489961 Edm = 0.0394275 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297734.169263 Edm = 0.151846 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297728.7589848 Edm = 6.45151 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297728.5660237 Edm = 0.175653 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297722.6138477 Edm = 11.3387 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297722.2704371 Edm = 0.40284 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297721.6249109 Edm = 0.744327 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297719.9385517 Edm = 1.48105 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297697.7852073 Edm = 7.9193 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297676.5443881 Edm = 4.52058 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297674.8330402 Edm = 2.18636 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297671.4706021 Edm = 1.36531 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297668.184305 Edm = 1.34064 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297667.0869725 Edm = 0.563687 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297665.9259844 Edm = 0.807638 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297664.6407437 Edm = 0.196793 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297664.3636276 Edm = 0.0148529 NCalls = 269 -VariableMetric: Iteration # 80 - FCN = 297664.3392254 Edm = 0.00344663 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297664.3089391 Edm = 0.0332462 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297663.8525558 Edm = 0.401799 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297655.5006618 Edm = 4.97531 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297645.0220296 Edm = 4.54643 NCalls = 290 -VariableMetric: Iteration # 85 - FCN = 297641.2224875 Edm = 0.851145 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297640.2299217 Edm = 0.618059 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297639.6168794 Edm = 0.242415 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297639.4151232 Edm = 0.053298 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297639.3654941 Edm = 0.00783469 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297639.3567555 Edm = 0.0010704 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297639.3553114 Edm = 0.000628606 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297639.3515615 Edm = 0.000730547 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297639.3483718 Edm = 0.00212967 NCalls = 311 -VariableMetric: Iteration # 94 - FCN = 297638.763386 Edm = 0.623195 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297636.0707042 Edm = 1.15648 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297635.3773883 Edm = 0.107174 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297635.291271 Edm = 0.00607711 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297635.2855007 Edm = 0.000749569 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297635.2845863 Edm = 0.000396797 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297635.2834166 Edm = 0.000283168 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297635.2815813 Edm = 0.00110934 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297635.2381334 Edm = 0.0396349 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297632.6760574 Edm = 0.604833 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297632.1015504 Edm = 0.0749962 NCalls = 342 -VariableMetric: Iteration # 105 - FCN = 297631.997663 Edm = 0.0134532 NCalls = 344 -VariableMetric: Iteration # 106 - FCN = 297631.9803475 Edm = 0.00164086 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297631.9783323 Edm = 0.000437588 NCalls = 348 -VariableMetric: Iteration # 108 - FCN = 297631.9772775 Edm = 0.000455724 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297631.9754461 Edm = 0.00157989 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297631.9257024 Edm = 0.0432806 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297629.8257565 Edm = 2.18934 NCalls = 362 -VariableMetric: Iteration # 112 - FCN = 297629.5477952 Edm = 0.784097 NCalls = 365 -VariableMetric: Iteration # 113 - FCN = 297628.9704615 Edm = 0.570167 NCalls = 371 -VariableMetric: Iteration # 114 - FCN = 297627.8648153 Edm = 0.172677 NCalls = 373 -VariableMetric: Iteration # 115 - FCN = 297627.6895712 Edm = 0.00253629 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297627.6843901 Edm = 0.00142378 NCalls = 377 -VariableMetric: Iteration # 117 - FCN = 297627.6815182 Edm = 0.000276284 NCalls = 379 -VariableMetric: Iteration # 118 - FCN = 297627.6809877 Edm = 0.000118434 NCalls = 381 -VariableMetric: Iteration # 119 - FCN = 297627.6804878 Edm = 0.000324719 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297627.6654112 Edm = 0.0148464 NCalls = 387 -VariableMetric: Iteration # 121 - FCN = 297627.6562006 Edm = 0.00880049 NCalls = 391 -VariableMetric: Iteration # 122 - FCN = 297626.2376753 Edm = 0.511848 NCalls = 398 -VariableMetric: Iteration # 123 - FCN = 297625.7685167 Edm = 0.0968186 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297625.6641629 Edm = 0.00544036 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297625.6572163 Edm = 0.000366936 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297625.656721 Edm = 0.000126295 NCalls = 406 -VariableMetric: Iteration # 127 - FCN = 297625.65644 Edm = 0.000207146 NCalls = 408 -VariableMetric: Iteration # 128 - FCN = 297625.6514318 Edm = 0.00512705 NCalls = 413 -VariableMetric: Iteration # 129 - FCN = 297625.5882135 Edm = 0.0656937 NCalls = 420 -VariableMetric: Iteration # 130 - FCN = 297625.5876389 Edm = 0.000492985 NCalls = 423 -VariableMetric: Iteration # 131 - FCN = 297625.4664887 Edm = 0.121422 NCalls = 429 -VariableMetric: Iteration # 132 - FCN = 297625.46272 Edm = 0.00299611 NCalls = 432 -VariableMetric: Iteration # 133 - FCN = 297625.2583758 Edm = 0.148666 NCalls = 439 -VariableMetric: Iteration # 134 - FCN = 297625.2521152 Edm = 0.031464 NCalls = 442 -VariableMetric: Iteration # 135 - FCN = 297624.9944352 Edm = 0.297803 NCalls = 447 -VariableMetric: Iteration # 136 - FCN = 297624.9745274 Edm = 0.0135642 NCalls = 450 -VariableMetric: Iteration # 137 - FCN = 297624.1197637 Edm = 1.20582 NCalls = 455 -VariableMetric: Iteration # 138 - FCN = 297623.5031122 Edm = 1.14287 NCalls = 461 -VariableMetric: Iteration # 139 - FCN = 297623.4061947 Edm = 0.179078 NCalls = 465 -VariableMetric: Iteration # 140 - FCN = 297621.9517605 Edm = 0.620761 NCalls = 470 -VariableMetric: Iteration # 141 - FCN = 297621.0116195 Edm = 0.165617 NCalls = 472 -VariableMetric: Iteration # 142 - FCN = 297620.7500165 Edm = 0.10584 NCalls = 474 -VariableMetric: Iteration # 143 - FCN = 297620.4715099 Edm = 0.323105 NCalls = 477 -VariableMetric: Iteration # 144 - FCN = 297620.1181205 Edm = 0.167145 NCalls = 480 -VariableMetric: Iteration # 145 - FCN = 297619.6177616 Edm = 0.0833448 NCalls = 483 -VariableMetric: Iteration # 146 - FCN = 297619.45466 Edm = 0.035152 NCalls = 485 -VariableMetric: Iteration # 147 - FCN = 297619.3875551 Edm = 0.00356877 NCalls = 487 -VariableMetric: Iteration # 148 - FCN = 297619.3834546 Edm = 0.000882946 NCalls = 489 -VariableMetric: Iteration # 149 - FCN = 297619.3818306 Edm = 0.000299656 NCalls = 491 -VariableMetric: Iteration # 150 - FCN = 297619.3811809 Edm = 0.000234548 NCalls = 493 -VariableMetric: Iteration # 151 - FCN = 297619.3786419 Edm = 0.0021322 NCalls = 496 -VariableMetric: Iteration # 152 - FCN = 297619.3289162 Edm = 0.0568578 NCalls = 500 -VariableMetric: Iteration # 153 - FCN = 297619.2944865 Edm = 0.0320937 NCalls = 504 -VariableMetric: Iteration # 154 - FCN = 297619.0904366 Edm = 0.175752 NCalls = 509 -VariableMetric: Iteration # 155 - FCN = 297615.6694581 Edm = 2.83117 NCalls = 516 -VariableMetric: Iteration # 156 - FCN = 297615.4569989 Edm = 0.853074 NCalls = 518 -VariableMetric: Iteration # 157 - FCN = 297614.5155162 Edm = 0.0657673 NCalls = 521 -VariableMetric: Iteration # 158 - FCN = 297614.3444677 Edm = 0.110451 NCalls = 525 -VariableMetric: Iteration # 159 - FCN = 297614.1808626 Edm = 0.139037 NCalls = 528 -VariableMetric: Iteration # 160 - FCN = 297614.0731988 Edm = 0.164645 NCalls = 531 -VariableMetric: Iteration # 161 - FCN = 297613.9491299 Edm = 0.0256067 NCalls = 534 -VariableMetric: Iteration # 162 - FCN = 297613.9091519 Edm = 0.00565776 NCalls = 536 -VariableMetric: Iteration # 163 - FCN = 297613.9037052 Edm = 0.000993094 NCalls = 537 -VariableMetric: Iteration # 164 - FCN = 297613.9018081 Edm = 0.000588706 NCalls = 539 -VariableMetric: Iteration # 165 - FCN = 297613.8969926 Edm = 0.000791927 NCalls = 542 -VariableMetric: Iteration # 166 - FCN = 297613.8958225 Edm = 8.98536e-05 NCalls = 544 -VariableMetric: Iteration # 167 - FCN = 297613.8955936 Edm = 0.00013277 NCalls = 546 -VariableMetric: Iteration # 168 - FCN = 297613.8937091 Edm = 0.00178265 NCalls = 549 -VariableMetric: Iteration # 169 - FCN = 297613.8720675 Edm = 0.0180128 NCalls = 555 -VariableMetric: Iteration # 170 - FCN = 297613.4201082 Edm = 0.462972 NCalls = 560 -VariableMetric: Iteration # 171 - FCN = 297612.7142918 Edm = 0.228879 NCalls = 564 -VariableMetric: Iteration # 172 - FCN = 297612.4494311 Edm = 0.0225572 NCalls = 565 -VariableMetric: Iteration # 173 - FCN = 297612.430585 Edm = 0.000545464 NCalls = 567 -VariableMetric: Iteration # 174 - FCN = 297612.4299143 Edm = 5.41475e-05 NCalls = 569 -VariableMetric: After Hessian - FCN = 297612.4299143 Edm = 1.72574 NCalls = 1046 -VariableMetric: Iteration # 175 - FCN = 297612.4299143 Edm = 1.72574 NCalls = 1046 -VariableMetric: Iteration # 176 - FCN = 297605.9364335 Edm = 394.369 NCalls = 1051 -VariableMetric: Iteration # 177 - FCN = 297605.8525802 Edm = 1.59097 NCalls = 1053 -VariableMetric: Iteration # 178 - FCN = 297604.522517 Edm = 2.61704 NCalls = 1055 -VariableMetric: Iteration # 179 - FCN = 297600.3449717 Edm = 2.71299 NCalls = 1059 -VariableMetric: Iteration # 180 - FCN = 297595.4495991 Edm = 1.89574 NCalls = 1062 -VariableMetric: Iteration # 181 - FCN = 297593.8904128 Edm = 0.496898 NCalls = 1064 -VariableMetric: Iteration # 182 - FCN = 297593.2207561 Edm = 0.150216 NCalls = 1066 -VariableMetric: Iteration # 183 - FCN = 297593.0124017 Edm = 0.130385 NCalls = 1068 -VariableMetric: Iteration # 184 - FCN = 297592.8945821 Edm = 0.135922 NCalls = 1070 -VariableMetric: Iteration # 185 - FCN = 297590.7301814 Edm = 1.77003 NCalls = 1076 -VariableMetric: Iteration # 186 - FCN = 297589.7240032 Edm = 5.27619 NCalls = 1080 -VariableMetric: Iteration # 187 - FCN = 297589.1616578 Edm = 1.02766 NCalls = 1084 -VariableMetric: Iteration # 188 - FCN = 297588.9067379 Edm = 0.577885 NCalls = 1087 -VariableMetric: Iteration # 189 - FCN = 297588.5103863 Edm = 0.146245 NCalls = 1090 -VariableMetric: Iteration # 190 - FCN = 297588.256261 Edm = 0.0378605 NCalls = 1092 -VariableMetric: Iteration # 191 - FCN = 297588.142538 Edm = 0.021405 NCalls = 1094 -VariableMetric: Iteration # 192 - FCN = 297588.0971982 Edm = 0.00762624 NCalls = 1096 -VariableMetric: Iteration # 193 - FCN = 297588.0848158 Edm = 0.00243082 NCalls = 1098 -VariableMetric: Iteration # 194 - FCN = 297588.0821367 Edm = 0.00112918 NCalls = 1100 -VariableMetric: Iteration # 195 - FCN = 297588.0805618 Edm = 0.000943111 NCalls = 1102 -VariableMetric: Iteration # 196 - FCN = 297588.0775582 Edm = 0.00128375 NCalls = 1105 -VariableMetric: Iteration # 197 - FCN = 297588.072655 Edm = 0.00223475 NCalls = 1107 -VariableMetric: Iteration # 198 - FCN = 297588.0653121 Edm = 0.00145152 NCalls = 1110 -VariableMetric: Iteration # 199 - FCN = 297588.0629098 Edm = 0.000792475 NCalls = 1112 -VariableMetric: Iteration # 200 - FCN = 297588.0610586 Edm = 0.00113162 NCalls = 1115 -VariableMetric: Iteration # 201 - FCN = 297588.0592032 Edm = 0.000489724 NCalls = 1117 -VariableMetric: Iteration # 202 - FCN = 297588.0584706 Edm = 0.000238549 NCalls = 1119 -VariableMetric: Iteration # 203 - FCN = 297588.0579645 Edm = 0.000211482 NCalls = 1121 -VariableMetric: Iteration # 204 - FCN = 297588.0573723 Edm = 8.89626e-05 NCalls = 1123 -VariableMetric: Iteration # 205 - FCN = 297588.057213 Edm = 7.07786e-05 NCalls = 1125 -VariableMetric: After Hessian - FCN = 297588.057213 Edm = 0.000242146 NCalls = 1608 -VariableMetric: Iteration # 206 - FCN = 297588.057213 Edm = 0.000242146 NCalls = 1608 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346215.6126136 Edm = 444.357 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346215.6126136 Edm = 444.357 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 313503.4490133 Edm = 76.1274 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 313026.174571 Edm = 249.836 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 308083.2503848 Edm = 18.6449 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 308075.2611013 Edm = 28.0469 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 307028.3565984 Edm = 472.765 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 306140.2795111 Edm = 6693.46 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 303833.8813994 Edm = 623.566 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 303760.280835 Edm = 107.102 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 303487.3928884 Edm = 283.001 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 302900.3278927 Edm = 1372.67 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 298256.3101065 Edm = 52.344 NCalls = 62 -VariableMetric: Iteration # 12 - FCN = 298097.9434838 Edm = 93.35 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 298041.2314992 Edm = 1.88105 NCalls = 67 -VariableMetric: Iteration # 14 - FCN = 298034.7765353 Edm = 2.68758 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 298000.2424069 Edm = 4.60291 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297976.0964364 Edm = 17.4337 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297962.6698121 Edm = 2.527 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297958.8717692 Edm = 4.84508 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297927.7235064 Edm = 14.6311 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 297920.9839657 Edm = 24.3042 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297903.1792607 Edm = 4.66182 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 297896.7840925 Edm = 9.54207 NCalls = 97 -VariableMetric: Iteration # 23 - FCN = 297874.9736681 Edm = 35.1959 NCalls = 101 -VariableMetric: Iteration # 24 - FCN = 297860.2971114 Edm = 7.97104 NCalls = 104 -VariableMetric: Iteration # 25 - FCN = 297847.1476381 Edm = 3.23284 NCalls = 110 -VariableMetric: Iteration # 26 - FCN = 297844.1302805 Edm = 1.59942 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297843.0998349 Edm = 0.495998 NCalls = 116 -VariableMetric: Iteration # 28 - FCN = 297840.3772481 Edm = 2.06623 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297759.7090488 Edm = 8.71269 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 297749.302476 Edm = 1.68039 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297745.0862187 Edm = 2.86273 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297742.1469281 Edm = 0.640151 NCalls = 133 -VariableMetric: Iteration # 33 - FCN = 297740.7028642 Edm = 2.08664 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297736.861854 Edm = 4.15602 NCalls = 141 -VariableMetric: Iteration # 35 - FCN = 297733.6382383 Edm = 1.0972 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297732.7515029 Edm = 1.06367 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297730.6800277 Edm = 1.2699 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297728.5143687 Edm = 2.67239 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297722.4817696 Edm = 2.56938 NCalls = 157 -VariableMetric: Iteration # 40 - FCN = 297718.9084414 Edm = 9.48756 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297696.6304796 Edm = 14.7364 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297690.0257651 Edm = 32.4418 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297666.8291399 Edm = 6.16702 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297660.2204254 Edm = 19.3622 NCalls = 175 -VariableMetric: Iteration # 45 - FCN = 297637.2777337 Edm = 10.5942 NCalls = 178 -VariableMetric: Iteration # 46 - FCN = 297628.27883 Edm = 18.9524 NCalls = 180 -VariableMetric: Iteration # 47 - FCN = 297623.6409816 Edm = 0.920799 NCalls = 182 -VariableMetric: Iteration # 48 - FCN = 297622.7864129 Edm = 0.15719 NCalls = 184 -VariableMetric: Iteration # 49 - FCN = 297622.0366544 Edm = 0.817271 NCalls = 187 -VariableMetric: Iteration # 50 - FCN = 297602.041521 Edm = 12.5555 NCalls = 195 -VariableMetric: Iteration # 51 - FCN = 297550.1971503 Edm = 10.3325 NCalls = 198 -VariableMetric: Iteration # 52 - FCN = 297531.7053467 Edm = 2.31108 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297528.5600947 Edm = 1.87291 NCalls = 205 -VariableMetric: Iteration # 54 - FCN = 297527.373229 Edm = 0.114762 NCalls = 207 -VariableMetric: Iteration # 55 - FCN = 297527.2709018 Edm = 0.0556299 NCalls = 209 -VariableMetric: Iteration # 56 - FCN = 297527.0858637 Edm = 0.167344 NCalls = 211 -VariableMetric: Iteration # 57 - FCN = 297522.1956416 Edm = 5.43395 NCalls = 217 -VariableMetric: Iteration # 58 - FCN = 297521.8624152 Edm = 0.31629 NCalls = 220 -VariableMetric: Iteration # 59 - FCN = 297504.6738896 Edm = 14.9285 NCalls = 227 -VariableMetric: Iteration # 60 - FCN = 297434.413209 Edm = 4.44823 NCalls = 230 -VariableMetric: Iteration # 61 - FCN = 297425.0875538 Edm = 2.63079 NCalls = 233 -VariableMetric: Iteration # 62 - FCN = 297411.5760875 Edm = 6.32874 NCalls = 241 -VariableMetric: Iteration # 63 - FCN = 297409.6972255 Edm = 6.50942 NCalls = 243 -VariableMetric: Iteration # 64 - FCN = 297404.7383509 Edm = 0.936401 NCalls = 246 -VariableMetric: Iteration # 65 - FCN = 297403.2303944 Edm = 0.286808 NCalls = 248 -VariableMetric: Iteration # 66 - FCN = 297402.7485189 Edm = 0.0689465 NCalls = 250 -VariableMetric: Iteration # 67 - FCN = 297402.5756704 Edm = 0.00659381 NCalls = 253 -VariableMetric: Iteration # 68 - FCN = 297402.5490226 Edm = 0.0170118 NCalls = 255 -VariableMetric: Iteration # 69 - FCN = 297402.0900767 Edm = 0.380516 NCalls = 259 -VariableMetric: Iteration # 70 - FCN = 297388.7296117 Edm = 8.49877 NCalls = 265 -VariableMetric: Iteration # 71 - FCN = 297349.8847049 Edm = 33.949 NCalls = 269 -VariableMetric: Iteration # 72 - FCN = 297322.6327733 Edm = 13.2058 NCalls = 273 -VariableMetric: Iteration # 73 - FCN = 297301.8272646 Edm = 0.799866 NCalls = 276 -VariableMetric: Iteration # 74 - FCN = 297300.6028719 Edm = 0.307008 NCalls = 278 -VariableMetric: Iteration # 75 - FCN = 297296.5372098 Edm = 3.27077 NCalls = 285 -VariableMetric: Iteration # 76 - FCN = 297295.8969493 Edm = 3.31397 NCalls = 288 -VariableMetric: Iteration # 77 - FCN = 297292.3238481 Edm = 3.65757 NCalls = 292 -VariableMetric: Iteration # 78 - FCN = 297289.8319239 Edm = 1.48107 NCalls = 296 -VariableMetric: Iteration # 79 - FCN = 297285.6077246 Edm = 1.96908 NCalls = 301 -VariableMetric: Iteration # 80 - FCN = 297283.2280811 Edm = 2.20155 NCalls = 304 -VariableMetric: Iteration # 81 - FCN = 297281.9218903 Edm = 0.708369 NCalls = 306 -VariableMetric: Iteration # 82 - FCN = 297281.3058294 Edm = 0.0947179 NCalls = 308 -VariableMetric: Iteration # 83 - FCN = 297281.2475607 Edm = 0.00947855 NCalls = 310 -VariableMetric: Iteration # 84 - FCN = 297281.2010302 Edm = 0.0282097 NCalls = 313 -VariableMetric: Iteration # 85 - FCN = 297280.9154828 Edm = 0.220804 NCalls = 316 -VariableMetric: Iteration # 86 - FCN = 297274.7787349 Edm = 5.40161 NCalls = 321 -VariableMetric: Iteration # 87 - FCN = 297247.2414068 Edm = 8.62218 NCalls = 325 -VariableMetric: Iteration # 88 - FCN = 297240.440025 Edm = 0.563628 NCalls = 327 -VariableMetric: Iteration # 89 - FCN = 297239.9614566 Edm = 0.0398251 NCalls = 329 -VariableMetric: Iteration # 90 - FCN = 297239.9220197 Edm = 0.00716064 NCalls = 331 -VariableMetric: Iteration # 91 - FCN = 297239.911313 Edm = 0.00629975 NCalls = 333 -VariableMetric: Iteration # 92 - FCN = 297239.9002149 Edm = 0.0112853 NCalls = 335 -VariableMetric: Iteration # 93 - FCN = 297239.7872685 Edm = 0.108759 NCalls = 340 -VariableMetric: Iteration # 94 - FCN = 297234.1186132 Edm = 3.24598 NCalls = 345 -VariableMetric: Iteration # 95 - FCN = 297227.976489 Edm = 0.630917 NCalls = 348 -VariableMetric: Iteration # 96 - FCN = 297227.3017225 Edm = 0.0292296 NCalls = 349 -VariableMetric: Iteration # 97 - FCN = 297227.2689582 Edm = 0.0078286 NCalls = 351 -VariableMetric: Iteration # 98 - FCN = 297227.2613294 Edm = 0.00141387 NCalls = 353 -VariableMetric: Iteration # 99 - FCN = 297227.2324797 Edm = 0.0263314 NCalls = 357 -VariableMetric: Iteration # 100 - FCN = 297220.7701496 Edm = 4.30773 NCalls = 363 -VariableMetric: Iteration # 101 - FCN = 297210.2910063 Edm = 2.28952 NCalls = 366 -VariableMetric: Iteration # 102 - FCN = 297208.0616784 Edm = 0.304501 NCalls = 367 -VariableMetric: Iteration # 103 - FCN = 297207.7877909 Edm = 0.0459507 NCalls = 368 -VariableMetric: Iteration # 104 - FCN = 297207.7369569 Edm = 0.00490734 NCalls = 370 -VariableMetric: Iteration # 105 - FCN = 297207.7307325 Edm = 0.00230486 NCalls = 372 -VariableMetric: Iteration # 106 - FCN = 297207.7262364 Edm = 0.00294183 NCalls = 374 -VariableMetric: Iteration # 107 - FCN = 297207.6917226 Edm = 0.028915 NCalls = 377 -VariableMetric: Iteration # 108 - FCN = 297206.5729734 Edm = 0.839982 NCalls = 381 -VariableMetric: Iteration # 109 - FCN = 297196.5220762 Edm = 3.06036 NCalls = 384 -VariableMetric: Iteration # 110 - FCN = 297192.9552318 Edm = 0.236082 NCalls = 386 -VariableMetric: Iteration # 111 - FCN = 297192.6752031 Edm = 0.0153315 NCalls = 388 -VariableMetric: Iteration # 112 - FCN = 297192.6587636 Edm = 0.00117484 NCalls = 390 -VariableMetric: Iteration # 113 - FCN = 297192.6571639 Edm = 0.000308328 NCalls = 392 -VariableMetric: Iteration # 114 - FCN = 297192.655227 Edm = 0.00178979 NCalls = 395 -VariableMetric: Iteration # 115 - FCN = 297192.4672101 Edm = 0.159643 NCalls = 402 -VariableMetric: Iteration # 116 - FCN = 297190.8496832 Edm = 0.247622 NCalls = 405 -VariableMetric: Iteration # 117 - FCN = 297190.6028101 Edm = 0.0181981 NCalls = 407 -VariableMetric: Iteration # 118 - FCN = 297190.5842645 Edm = 0.00223365 NCalls = 408 -VariableMetric: Iteration # 119 - FCN = 297190.581875 Edm = 0.000154526 NCalls = 410 -VariableMetric: Iteration # 120 - FCN = 297190.5816801 Edm = 3.96189e-05 NCalls = 412 -VariableMetric: After Hessian - FCN = 297190.5816801 Edm = 2.03124 NCalls = 891 -VariableMetric: Iteration # 121 - FCN = 297190.5816801 Edm = 2.03124 NCalls = 891 -VariableMetric: Iteration # 122 - FCN = 297188.477053 Edm = 1.93909 NCalls = 892 -VariableMetric: Iteration # 123 - FCN = 297187.7803615 Edm = 0.15509 NCalls = 894 -VariableMetric: Iteration # 124 - FCN = 297187.5284508 Edm = 0.0435981 NCalls = 896 -VariableMetric: Iteration # 125 - FCN = 297187.4749129 Edm = 0.0177137 NCalls = 898 -VariableMetric: Iteration # 126 - FCN = 297187.4507891 Edm = 0.00493238 NCalls = 900 -VariableMetric: Iteration # 127 - FCN = 297187.4381206 Edm = 0.00791951 NCalls = 903 -VariableMetric: Iteration # 128 - FCN = 297186.9602441 Edm = 1.49318 NCalls = 912 -VariableMetric: Iteration # 129 - FCN = 297186.9575965 Edm = 0.0131247 NCalls = 914 -VariableMetric: Iteration # 130 - FCN = 297186.9505321 Edm = 0.0372128 NCalls = 916 -VariableMetric: Iteration # 131 - FCN = 297186.8188096 Edm = 0.137251 NCalls = 921 -VariableMetric: Iteration # 132 - FCN = 297186.6330977 Edm = 0.149754 NCalls = 925 -VariableMetric: Iteration # 133 - FCN = 297186.457686 Edm = 0.0264172 NCalls = 927 -VariableMetric: Iteration # 134 - FCN = 297186.427428 Edm = 0.0156426 NCalls = 929 -VariableMetric: Iteration # 135 - FCN = 297186.4037778 Edm = 0.00543218 NCalls = 931 -VariableMetric: Iteration # 136 - FCN = 297186.3945953 Edm = 0.000578332 NCalls = 933 -VariableMetric: Iteration # 137 - FCN = 297186.3935876 Edm = 0.000231034 NCalls = 935 -VariableMetric: Iteration # 138 - FCN = 297186.3923625 Edm = 0.000868979 NCalls = 937 -VariableMetric: Iteration # 139 - FCN = 297186.3865359 Edm = 0.00560801 NCalls = 942 -VariableMetric: Iteration # 140 - FCN = 297186.3795708 Edm = 0.013139 NCalls = 946 -VariableMetric: Iteration # 141 - FCN = 297186.3734779 Edm = 0.00183476 NCalls = 949 -VariableMetric: Iteration # 142 - FCN = 297186.3711772 Edm = 0.000111456 NCalls = 951 -VariableMetric: Iteration # 143 - FCN = 297186.371056 Edm = 3.75063e-06 NCalls = 953 -VariableMetric: After Hessian - FCN = 297186.371056 Edm = 1.08266e-05 NCalls = 1446 -VariableMetric: Iteration # 144 - FCN = 297186.371056 Edm = 1.08266e-05 NCalls = 1446 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328072.9516023 Edm = 458.359 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328072.9516023 Edm = 458.359 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301525.4623677 Edm = 7.99716 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299982.5183966 Edm = 8.18968 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 299979.2484229 Edm = 2.40514 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299809.8724769 Edm = 202.934 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299696.4841169 Edm = 104.508 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298138.6858339 Edm = 54.418 NCalls = 40 -VariableMetric: Iteration # 7 - FCN = 298021.941154 Edm = 19.4877 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298015.9099592 Edm = 0.838027 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 298013.9009126 Edm = 1.85114 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297772.6893674 Edm = 76.3815 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297602.4107136 Edm = 42.3671 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297558.8063288 Edm = 6.29461 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297554.2818934 Edm = 0.11363 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297554.1151984 Edm = 0.0787687 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297544.7601157 Edm = 6.2946 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297502.5739264 Edm = 0.839861 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297501.7614443 Edm = 0.0633973 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297501.114985 Edm = 0.554733 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297450.1215877 Edm = 12.9443 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297427.7307657 Edm = 0.375354 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297427.2826407 Edm = 0.0195081 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297427.2207479 Edm = 0.0200874 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297427.1673366 Edm = 0.0156513 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297424.4589204 Edm = 2.06822 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297317.8079005 Edm = 26.9098 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297303.678308 Edm = 51.2412 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297267.9011353 Edm = 2.78427 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297265.6880669 Edm = 0.786212 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297265.0629971 Edm = 0.0183978 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297265.037903 Edm = 0.00369402 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297264.8851422 Edm = 0.122433 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297262.84581 Edm = 1.20577 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297242.4105139 Edm = 3.89172 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297239.0989563 Edm = 0.222475 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297238.8635045 Edm = 0.0141669 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297238.8484771 Edm = 0.00184672 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297238.8356268 Edm = 0.01169 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297237.1655381 Edm = 1.23883 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297237.1199889 Edm = 0.00147684 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297237.067232 Edm = 0.0551835 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297235.9229047 Edm = 1.04376 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297214.2855233 Edm = 9.70446 NCalls = 155 -VariableMetric: Iteration # 43 - FCN = 297193.1125887 Edm = 8.32415 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297188.1195698 Edm = 3.66644 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297186.5459502 Edm = 1.78206 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297185.3046959 Edm = 0.0709056 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297185.225436 Edm = 0.00981428 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297185.2166522 Edm = 0.000921455 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297185.2150455 Edm = 0.000764156 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297185.1953944 Edm = 0.0235664 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297185.0147692 Edm = 0.164902 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297176.6461918 Edm = 2.36313 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297175.7283435 Edm = 0.424829 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297175.445478 Edm = 0.0120285 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297175.4358406 Edm = 0.000621148 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297175.4351607 Edm = 0.000140754 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297175.4309878 Edm = 0.00410105 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297175.2455808 Edm = 0.0323701 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297173.9690015 Edm = 0.665003 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297169.6009511 Edm = 1.27605 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297168.5908236 Edm = 0.236073 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297168.4061024 Edm = 0.0844417 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297168.1639308 Edm = 0.0762027 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297167.8880858 Edm = 0.0742804 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297167.8186996 Edm = 0.073395 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297167.7753889 Edm = 0.00959257 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297167.758729 Edm = 0.00277046 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297167.755335 Edm = 0.000746177 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297167.7546376 Edm = 4.77114e-05 NCalls = 232 -VariableMetric: After Hessian - FCN = 297167.7546376 Edm = 2007.09 NCalls = 711 -VariableMetric: Iteration # 70 - FCN = 297167.7546376 Edm = 2007.09 NCalls = 711 -VariableMetric: Iteration # 71 - FCN = 297163.5260988 Edm = 1731.47 NCalls = 717 -VariableMetric: Iteration # 72 - FCN = 297162.9623055 Edm = 13.1673 NCalls = 721 -VariableMetric: Iteration # 73 - FCN = 297160.1002042 Edm = 1.02356 NCalls = 725 -VariableMetric: Iteration # 74 - FCN = 297158.4730905 Edm = 0.655435 NCalls = 728 -VariableMetric: Iteration # 75 - FCN = 297156.2554846 Edm = 0.574916 NCalls = 733 -VariableMetric: Iteration # 76 - FCN = 297155.583865 Edm = 0.223803 NCalls = 735 -VariableMetric: Iteration # 77 - FCN = 297154.9002404 Edm = 0.187142 NCalls = 737 -VariableMetric: Iteration # 78 - FCN = 297154.68011 Edm = 0.110691 NCalls = 739 -VariableMetric: Iteration # 79 - FCN = 297154.4456045 Edm = 0.185865 NCalls = 741 -VariableMetric: Iteration # 80 - FCN = 297154.1427759 Edm = 0.0858957 NCalls = 745 -VariableMetric: Iteration # 81 - FCN = 297153.9900524 Edm = 0.0518424 NCalls = 747 -VariableMetric: Iteration # 82 - FCN = 297153.5502675 Edm = 0.161213 NCalls = 750 -VariableMetric: Iteration # 83 - FCN = 297153.2134926 Edm = 0.0838849 NCalls = 752 -VariableMetric: Iteration # 84 - FCN = 297152.9685005 Edm = 0.145199 NCalls = 754 -VariableMetric: Iteration # 85 - FCN = 297152.6684909 Edm = 0.134028 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297152.3122752 Edm = 0.110196 NCalls = 760 -VariableMetric: Iteration # 87 - FCN = 297152.1213107 Edm = 0.0503196 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297152.0718522 Edm = 0.0360842 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297151.9853738 Edm = 0.0152395 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297151.9553413 Edm = 0.00680512 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297151.9270297 Edm = 0.0109175 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297151.8829798 Edm = 0.00989997 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297151.8354598 Edm = 0.0126953 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297151.8103563 Edm = 0.00740807 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297151.7711314 Edm = 0.0340893 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297151.7195085 Edm = 0.0212445 NCalls = 781 -VariableMetric: Iteration # 97 - FCN = 297151.6818208 Edm = 0.00994506 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297151.644494 Edm = 0.0176627 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297151.6173571 Edm = 0.0271417 NCalls = 791 -VariableMetric: Iteration # 100 - FCN = 297151.5778408 Edm = 0.018724 NCalls = 793 -VariableMetric: Iteration # 101 - FCN = 297151.5431354 Edm = 0.0127593 NCalls = 796 -VariableMetric: Iteration # 102 - FCN = 297151.5323146 Edm = 0.00573151 NCalls = 798 -VariableMetric: Iteration # 103 - FCN = 297151.515676 Edm = 0.00546839 NCalls = 800 -VariableMetric: Iteration # 104 - FCN = 297151.506271 Edm = 0.00318065 NCalls = 802 -VariableMetric: Iteration # 105 - FCN = 297151.4954583 Edm = 0.0038258 NCalls = 804 -VariableMetric: Iteration # 106 - FCN = 297151.4843694 Edm = 0.00329232 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297151.4728794 Edm = 0.00721297 NCalls = 809 -VariableMetric: Iteration # 108 - FCN = 297151.457624 Edm = 0.00277393 NCalls = 811 -VariableMetric: Iteration # 109 - FCN = 297151.4514927 Edm = 0.0033215 NCalls = 813 -VariableMetric: Iteration # 110 - FCN = 297151.424854 Edm = 0.00747076 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297151.4145802 Edm = 0.00241821 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297151.4104297 Edm = 0.00189288 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297151.4035926 Edm = 0.00472143 NCalls = 823 -VariableMetric: Iteration # 114 - FCN = 297151.3849565 Edm = 0.00298515 NCalls = 826 -VariableMetric: Iteration # 115 - FCN = 297151.3777001 Edm = 0.00336035 NCalls = 828 -VariableMetric: Iteration # 116 - FCN = 297151.3666615 Edm = 0.00565247 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297151.3586926 Edm = 0.00395565 NCalls = 833 -VariableMetric: Iteration # 118 - FCN = 297151.3485777 Edm = 0.00355432 NCalls = 835 -VariableMetric: Iteration # 119 - FCN = 297151.3424403 Edm = 0.00365737 NCalls = 838 -VariableMetric: Iteration # 120 - FCN = 297151.3335722 Edm = 0.00354972 NCalls = 840 -VariableMetric: Iteration # 121 - FCN = 297151.3273595 Edm = 0.00106766 NCalls = 843 -VariableMetric: Iteration # 122 - FCN = 297151.3263813 Edm = 0.000453542 NCalls = 845 -VariableMetric: Iteration # 123 - FCN = 297151.3256638 Edm = 0.000573615 NCalls = 847 -VariableMetric: Iteration # 124 - FCN = 297151.3236663 Edm = 0.000462721 NCalls = 850 -VariableMetric: Iteration # 125 - FCN = 297151.323099 Edm = 0.000128499 NCalls = 852 -VariableMetric: Iteration # 126 - FCN = 297151.322804 Edm = 0.000171012 NCalls = 854 -VariableMetric: Iteration # 127 - FCN = 297151.3217218 Edm = 0.000445296 NCalls = 857 -VariableMetric: Iteration # 128 - FCN = 297151.320486 Edm = 0.000539053 NCalls = 859 -VariableMetric: Iteration # 129 - FCN = 297151.3180791 Edm = 0.000623074 NCalls = 861 -VariableMetric: Iteration # 130 - FCN = 297151.3171397 Edm = 0.000148199 NCalls = 863 -VariableMetric: Iteration # 131 - FCN = 297151.3169646 Edm = 4.43974e-05 NCalls = 865 -VariableMetric: After Hessian - FCN = 297151.3169646 Edm = 0.000551532 NCalls = 1352 -VariableMetric: Iteration # 132 - FCN = 297151.3169646 Edm = 0.000551532 NCalls = 1352 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 346880.8736083 Edm = 324.84 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 346880.8736083 Edm = 324.84 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300873.1706071 Edm = 35.3844 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300105.8706704 Edm = 12673.2 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300105.8706704 Edm = 12673.2 NCalls = 26 -VariableMetric: After Hessian - FCN = 300105.8706704 Edm = 2.1067e+08 NCalls = 501 -VariableMetric: Iteration # 4 - FCN = 300105.8706704 Edm = 2.1067e+08 NCalls = 501 -VariableMetric: Iteration # 5 - FCN = 300105.8706704 Edm = 2.1067e+08 NCalls = 512 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322048.7600995 Edm = 148.718 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322048.7600995 Edm = 148.718 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 320490.1938461 Edm = 30.3842 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 320410.6244353 Edm = 176.838 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 297763.3914234 Edm = 1.78564 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297754.5162131 Edm = 28.0666 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297733.4100455 Edm = 1.36314 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297731.8041005 Edm = 0.303698 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297724.9819727 Edm = 6.2051 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297626.1080162 Edm = 1.61232 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297623.9101835 Edm = 0.0678508 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297623.7944615 Edm = 0.038513 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297590.1115726 Edm = 24.4785 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297511.4242186 Edm = 0.772561 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297510.6505534 Edm = 0.0265099 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297510.4757062 Edm = 0.137536 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297425.3611953 Edm = 20.8584 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297388.4006326 Edm = 0.470817 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297387.8479745 Edm = 0.0454866 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297387.7768544 Edm = 0.00963607 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297387.6722488 Edm = 0.0795952 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297374.2381222 Edm = 8.34281 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297351.7716998 Edm = 0.0737692 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297351.6884851 Edm = 0.00267568 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297351.6802667 Edm = 0.00640486 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297351.1055909 Edm = 0.594743 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297349.6352399 Edm = 1.35967 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297336.0426874 Edm = 0.152125 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297335.8909858 Edm = 0.00146196 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297335.8892245 Edm = 0.000454989 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297335.7966683 Edm = 0.0962318 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297335.2710059 Edm = 0.152688 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297332.7911549 Edm = 1.21752 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297329.6142851 Edm = 0.07638 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297329.5493303 Edm = 0.00124114 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297329.5476878 Edm = 0.000431729 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297329.54094 Edm = 0.00624828 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297328.3944322 Edm = 0.988113 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297324.0360919 Edm = 0.877327 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297323.4750472 Edm = 0.074307 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297323.4003154 Edm = 0.00362062 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297323.3969015 Edm = 0.00050528 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297323.3958332 Edm = 0.000704126 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297323.2987347 Edm = 0.0949194 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297320.3143537 Edm = 2.35079 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297318.2719154 Edm = 1.10411 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297317.9123125 Edm = 0.148952 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297317.7968156 Edm = 0.0094126 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297317.7897448 Edm = 0.000761921 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297317.7890373 Edm = 2.74712e-05 NCalls = 162 -VariableMetric: After Hessian - FCN = 297317.7890373 Edm = 182.757 NCalls = 641 -VariableMetric: Iteration # 49 - FCN = 297317.7890373 Edm = 182.757 NCalls = 641 -VariableMetric: Iteration # 50 - FCN = 297317.3878148 Edm = 96.6506 NCalls = 646 -VariableMetric: Iteration # 51 - FCN = 297317.1297787 Edm = 0.196108 NCalls = 648 -VariableMetric: Iteration # 52 - FCN = 297316.7986707 Edm = 0.0576673 NCalls = 650 -VariableMetric: Iteration # 53 - FCN = 297316.7246984 Edm = 0.0324114 NCalls = 652 -VariableMetric: Iteration # 54 - FCN = 297316.6264666 Edm = 0.0219626 NCalls = 656 -VariableMetric: Iteration # 55 - FCN = 297316.5717843 Edm = 0.0130034 NCalls = 658 -VariableMetric: Iteration # 56 - FCN = 297316.5554424 Edm = 0.00872767 NCalls = 660 -VariableMetric: Iteration # 57 - FCN = 297316.5392632 Edm = 0.00520279 NCalls = 662 -VariableMetric: Iteration # 58 - FCN = 297316.5219701 Edm = 0.00976457 NCalls = 665 -VariableMetric: Iteration # 59 - FCN = 297316.5167262 Edm = 0.00787185 NCalls = 667 -VariableMetric: Iteration # 60 - FCN = 297316.5059397 Edm = 0.00348167 NCalls = 669 -VariableMetric: Iteration # 61 - FCN = 297316.4995618 Edm = 0.00180165 NCalls = 671 -VariableMetric: Iteration # 62 - FCN = 297316.4970177 Edm = 0.000657226 NCalls = 673 -VariableMetric: Iteration # 63 - FCN = 297316.4958759 Edm = 0.000736763 NCalls = 675 -VariableMetric: Iteration # 64 - FCN = 297316.4943758 Edm = 0.000708752 NCalls = 677 -VariableMetric: Iteration # 65 - FCN = 297316.4915892 Edm = 0.00123052 NCalls = 680 -VariableMetric: Iteration # 66 - FCN = 297316.4883132 Edm = 0.0015813 NCalls = 683 -VariableMetric: Iteration # 67 - FCN = 297316.4844877 Edm = 0.000868224 NCalls = 686 -VariableMetric: Iteration # 68 - FCN = 297316.4833441 Edm = 0.000577235 NCalls = 688 -VariableMetric: Iteration # 69 - FCN = 297316.4826339 Edm = 0.000452339 NCalls = 690 -VariableMetric: Iteration # 70 - FCN = 297316.4804312 Edm = 0.00123886 NCalls = 693 -VariableMetric: Iteration # 71 - FCN = 297316.4775342 Edm = 0.00127578 NCalls = 696 -VariableMetric: Iteration # 72 - FCN = 297316.4759176 Edm = 0.0004391 NCalls = 698 -VariableMetric: Iteration # 73 - FCN = 297316.475167 Edm = 0.000198107 NCalls = 701 -VariableMetric: Iteration # 74 - FCN = 297316.4749196 Edm = 5.10489e-05 NCalls = 703 -VariableMetric: After Hessian - FCN = 297316.4749196 Edm = 0.000470851 NCalls = 1186 -VariableMetric: Iteration # 75 - FCN = 297316.4749196 Edm = 0.000470851 NCalls = 1186 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329717.1219176 Edm = 408.365 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329717.1219176 Edm = 408.365 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308895.4468242 Edm = 10.3844 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 307382.2260421 Edm = 310.137 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 307307.0072091 Edm = 43.3185 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 307253.0366364 Edm = 25.5875 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 303132.2484547 Edm = 309.787 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299629.7630203 Edm = 2615.07 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 299578.6249388 Edm = 111.126 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297972.4846427 Edm = 156.641 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297719.2650469 Edm = 1.25881 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297717.6413609 Edm = 0.0590661 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297717.4289858 Edm = 0.0728114 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297688.4691876 Edm = 19.4474 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297640.5310555 Edm = 0.0870011 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297640.2056196 Edm = 0.183147 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297530.7138726 Edm = 48.2258 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297454.4329686 Edm = 1.1347 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297453.2269766 Edm = 0.04477 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297452.9310423 Edm = 0.171743 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297450.347128 Edm = 1.87773 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297381.379806 Edm = 11.4785 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297368.308628 Edm = 0.522375 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297367.7434944 Edm = 0.0223076 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297367.6440396 Edm = 0.0786391 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297355.4656769 Edm = 10.3855 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297276.7350107 Edm = 12.6364 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297258.7494119 Edm = 0.57032 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297258.1982292 Edm = 0.00793725 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297258.1758889 Edm = 0.0131177 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297257.9933549 Edm = 0.141957 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297255.9996553 Edm = 2.1223 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297253.6987124 Edm = 2.04877 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297228.2511692 Edm = 1.66203 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297226.5630238 Edm = 0.099296 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297226.4584682 Edm = 0.00306026 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297226.4550004 Edm = 0.000413924 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297226.4521267 Edm = 0.00245807 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297226.3819758 Edm = 0.0725877 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297223.4155972 Edm = 0.3615 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297222.4967842 Edm = 0.0182636 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297222.4791858 Edm = 0.000156507 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297222.4788681 Edm = 0.000168037 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297222.42014 Edm = 0.0599182 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297222.3419178 Edm = 0.073605 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297221.1225833 Edm = 0.0258084 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297221.094656 Edm = 0.0007382 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297221.0938334 Edm = 3.72661e-05 NCalls = 162 -VariableMetric: After Hessian - FCN = 297221.0938334 Edm = 14508.2 NCalls = 637 -VariableMetric: Iteration # 47 - FCN = 297221.0938334 Edm = 14508.2 NCalls = 637 -VariableMetric: Iteration # 48 - FCN = 297218.7209668 Edm = 31181.9 NCalls = 644 -VariableMetric: Iteration # 49 - FCN = 297217.6592963 Edm = 5175.25 NCalls = 651 -VariableMetric: Iteration # 50 - FCN = 297217.5697939 Edm = 1361.17 NCalls = 656 -VariableMetric: Iteration # 51 - FCN = 297217.4706764 Edm = 1843.34 NCalls = 660 -VariableMetric: Iteration # 52 - FCN = 297217.3417314 Edm = 641.597 NCalls = 664 -VariableMetric: Iteration # 53 - FCN = 297217.3221692 Edm = 2153.68 NCalls = 667 -VariableMetric: Iteration # 54 - FCN = 297216.4796923 Edm = 248.352 NCalls = 670 -VariableMetric: Iteration # 55 - FCN = 297215.7819563 Edm = 275.955 NCalls = 673 -VariableMetric: Iteration # 56 - FCN = 297215.3333878 Edm = 254.434 NCalls = 676 -VariableMetric: Iteration # 57 - FCN = 297214.8999119 Edm = 65.0439 NCalls = 679 -VariableMetric: Iteration # 58 - FCN = 297214.8190176 Edm = 108.222 NCalls = 682 -VariableMetric: Iteration # 59 - FCN = 297214.6673768 Edm = 208.7 NCalls = 685 -VariableMetric: Iteration # 60 - FCN = 297213.4851773 Edm = 61.0256 NCalls = 687 -VariableMetric: Iteration # 61 - FCN = 297211.9197054 Edm = 23.3558 NCalls = 689 -VariableMetric: Iteration # 62 - FCN = 297209.5552778 Edm = 270.302 NCalls = 691 -VariableMetric: Iteration # 63 - FCN = 297209.522429 Edm = 84.8284 NCalls = 693 -VariableMetric: Iteration # 64 - FCN = 297208.6432254 Edm = 9.31968 NCalls = 695 -VariableMetric: Iteration # 65 - FCN = 297208.4706742 Edm = 7.70654 NCalls = 698 -VariableMetric: Iteration # 66 - FCN = 297208.1877644 Edm = 10.3576 NCalls = 700 -VariableMetric: Iteration # 67 - FCN = 297208.0065056 Edm = 3.08346 NCalls = 702 -VariableMetric: Iteration # 68 - FCN = 297207.3639177 Edm = 1.71462 NCalls = 704 -VariableMetric: Iteration # 69 - FCN = 297207.2520343 Edm = 1.30205 NCalls = 706 -VariableMetric: Iteration # 70 - FCN = 297207.0145679 Edm = 1.98956 NCalls = 708 -VariableMetric: Iteration # 71 - FCN = 297206.6858666 Edm = 0.750894 NCalls = 710 -VariableMetric: Iteration # 72 - FCN = 297205.9089538 Edm = 1.25302 NCalls = 712 -VariableMetric: Iteration # 73 - FCN = 297205.74876 Edm = 1.13532 NCalls = 714 -VariableMetric: Iteration # 74 - FCN = 297205.3857325 Edm = 2.08389 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297204.4013002 Edm = 1.52762 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297203.9238222 Edm = 1.93176 NCalls = 725 -VariableMetric: Iteration # 77 - FCN = 297202.6300602 Edm = 3.14794 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297201.2946307 Edm = 1.73033 NCalls = 731 -VariableMetric: Iteration # 79 - FCN = 297200.198428 Edm = 1.23488 NCalls = 734 -VariableMetric: Iteration # 80 - FCN = 297199.8533446 Edm = 1.00418 NCalls = 736 -VariableMetric: Iteration # 81 - FCN = 297198.875075 Edm = 0.577697 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297198.3311689 Edm = 0.840532 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297198.122936 Edm = 0.28658 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297197.8354661 Edm = 0.18693 NCalls = 748 -VariableMetric: Iteration # 85 - FCN = 297197.5640716 Edm = 0.388579 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297197.3085788 Edm = 0.400067 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297196.7224063 Edm = 0.6388 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297195.7739602 Edm = 1.2212 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297195.336819 Edm = 0.609174 NCalls = 765 -VariableMetric: Iteration # 90 - FCN = 297194.8343879 Edm = 0.234427 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297194.6532243 Edm = 0.149105 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297194.5381338 Edm = 0.0613616 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297194.5113518 Edm = 0.0553677 NCalls = 777 -VariableMetric: Iteration # 94 - FCN = 297194.4630413 Edm = 0.0212735 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297194.4142805 Edm = 0.0271639 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297194.3824408 Edm = 0.0394436 NCalls = 784 -VariableMetric: Iteration # 97 - FCN = 297194.296754 Edm = 0.0673351 NCalls = 787 -VariableMetric: Iteration # 98 - FCN = 297193.9985443 Edm = 0.324892 NCalls = 790 -VariableMetric: Iteration # 99 - FCN = 297193.7580317 Edm = 0.325189 NCalls = 793 -VariableMetric: Iteration # 100 - FCN = 297193.4576519 Edm = 0.396218 NCalls = 796 -VariableMetric: Iteration # 101 - FCN = 297193.0552538 Edm = 0.28871 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297192.6206738 Edm = 0.418239 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297192.1836172 Edm = 0.684762 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297191.9333154 Edm = 0.295984 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297191.7908513 Edm = 0.180532 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297191.6535107 Edm = 0.0637631 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297191.5645224 Edm = 0.0421366 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297191.5022032 Edm = 0.0738849 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297191.4126049 Edm = 0.0413025 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297191.3425353 Edm = 0.0441567 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297191.3175195 Edm = 0.029112 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297191.2902971 Edm = 0.00937515 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297191.2755833 Edm = 0.00728875 NCalls = 828 -VariableMetric: Iteration # 114 - FCN = 297191.2683832 Edm = 0.0036629 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297191.2635159 Edm = 0.00264042 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297191.2585484 Edm = 0.00104563 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297191.2561276 Edm = 0.00045227 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297191.2537908 Edm = 0.00127495 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297191.2503617 Edm = 0.00191933 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297191.2477473 Edm = 0.00101027 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297191.2452829 Edm = 0.000728875 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297191.2413161 Edm = 0.00186611 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297191.2384789 Edm = 0.00154123 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297191.2365587 Edm = 0.000420846 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297191.2359043 Edm = 0.000155178 NCalls = 855 -VariableMetric: Iteration # 126 - FCN = 297191.2356783 Edm = 6.61497e-05 NCalls = 857 -VariableMetric: Iteration # 127 - FCN = 297191.2355931 Edm = 1.3899e-05 NCalls = 859 -VariableMetric: After Hessian - FCN = 297191.2355931 Edm = 0.0170133 NCalls = 1346 -VariableMetric: Iteration # 128 - FCN = 297191.2355931 Edm = 0.0170133 NCalls = 1346 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340655.6520303 Edm = 543.262 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340655.6520303 Edm = 543.262 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310651.0758274 Edm = 16.1784 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 308919.1119968 Edm = 7.12875e+07 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 299948.6789126 Edm = 3.62308e+07 NCalls = 28 -VariableMetric: Iteration # 4 - FCN = 299948.6789126 Edm = 3.62308e+07 NCalls = 39 -VariableMetric: After Hessian - FCN = 299948.6789126 Edm = 94000.8 NCalls = 524 -VariableMetric: Iteration # 5 - FCN = 299948.6789126 Edm = 94000.8 NCalls = 524 -VariableMetric: Iteration # 6 - FCN = 298659.1358605 Edm = 4.3827e+07 NCalls = 531 -VariableMetric: Iteration # 7 - FCN = 298393.1917545 Edm = 6480.37 NCalls = 539 -VariableMetric: Iteration # 8 - FCN = 298371.5687987 Edm = 89.1878 NCalls = 548 -VariableMetric: Iteration # 9 - FCN = 298367.590091 Edm = 29.974 NCalls = 550 -VariableMetric: Iteration # 10 - FCN = 298214.1212096 Edm = 9.48144 NCalls = 553 -VariableMetric: Iteration # 11 - FCN = 298193.4342193 Edm = 7.09069 NCalls = 555 -VariableMetric: Iteration # 12 - FCN = 297889.9805344 Edm = 60.0353 NCalls = 560 -VariableMetric: Iteration # 13 - FCN = 297803.8135034 Edm = 43.0265 NCalls = 563 -VariableMetric: Iteration # 14 - FCN = 297779.9904737 Edm = 10.9259 NCalls = 564 -VariableMetric: Iteration # 15 - FCN = 297716.0889956 Edm = 31.2809 NCalls = 569 -VariableMetric: Iteration # 16 - FCN = 297656.9019614 Edm = 6.41503 NCalls = 575 -VariableMetric: Iteration # 17 - FCN = 297644.2694613 Edm = 28.9203 NCalls = 578 -VariableMetric: Iteration # 18 - FCN = 297630.6974454 Edm = 6.42379 NCalls = 580 -VariableMetric: Iteration # 19 - FCN = 297620.5905785 Edm = 2.09609 NCalls = 582 -VariableMetric: Iteration # 20 - FCN = 297611.2568366 Edm = 5.93515 NCalls = 584 -VariableMetric: Iteration # 21 - FCN = 297583.7704031 Edm = 3.44745 NCalls = 586 -VariableMetric: Iteration # 22 - FCN = 297581.0277266 Edm = 0.168326 NCalls = 588 -VariableMetric: Iteration # 23 - FCN = 297580.1730279 Edm = 0.668919 NCalls = 591 -VariableMetric: Iteration # 24 - FCN = 297575.0211198 Edm = 0.304284 NCalls = 594 -VariableMetric: Iteration # 25 - FCN = 297574.6561314 Edm = 0.0427235 NCalls = 596 -VariableMetric: Iteration # 26 - FCN = 297573.0386338 Edm = 0.85611 NCalls = 600 -VariableMetric: Iteration # 27 - FCN = 297571.4315435 Edm = 0.0382995 NCalls = 602 -VariableMetric: Iteration # 28 - FCN = 297571.3662872 Edm = 0.0307639 NCalls = 604 -VariableMetric: Iteration # 29 - FCN = 297569.1786777 Edm = 1.57018 NCalls = 609 -VariableMetric: Iteration # 30 - FCN = 297564.4021568 Edm = 0.114125 NCalls = 611 -VariableMetric: Iteration # 31 - FCN = 297564.2410738 Edm = 0.0409583 NCalls = 613 -VariableMetric: Iteration # 32 - FCN = 297562.4102407 Edm = 1.8264 NCalls = 617 -VariableMetric: Iteration # 33 - FCN = 297555.2240001 Edm = 1.60116 NCalls = 620 -VariableMetric: Iteration # 34 - FCN = 297553.9590911 Edm = 0.0887088 NCalls = 622 -VariableMetric: Iteration # 35 - FCN = 297553.8585623 Edm = 0.0413487 NCalls = 624 -VariableMetric: Iteration # 36 - FCN = 297553.1400007 Edm = 0.668295 NCalls = 628 -VariableMetric: Iteration # 37 - FCN = 297548.882874 Edm = 0.782092 NCalls = 632 -VariableMetric: Iteration # 38 - FCN = 297548.1438429 Edm = 0.0595191 NCalls = 633 -VariableMetric: Iteration # 39 - FCN = 297548.0719722 Edm = 0.0250819 NCalls = 635 -VariableMetric: Iteration # 40 - FCN = 297547.2512476 Edm = 0.840989 NCalls = 640 -VariableMetric: Iteration # 41 - FCN = 297545.4011452 Edm = 1.37885 NCalls = 645 -VariableMetric: Iteration # 42 - FCN = 297537.1775003 Edm = 2.30094 NCalls = 649 -VariableMetric: Iteration # 43 - FCN = 297534.7524422 Edm = 0.669001 NCalls = 651 -VariableMetric: Iteration # 44 - FCN = 297533.3523094 Edm = 0.931487 NCalls = 653 -VariableMetric: Iteration # 45 - FCN = 297532.7099139 Edm = 0.248447 NCalls = 655 -VariableMetric: Iteration # 46 - FCN = 297532.4811329 Edm = 0.0264812 NCalls = 657 -VariableMetric: Iteration # 47 - FCN = 297532.4373946 Edm = 0.015758 NCalls = 659 -VariableMetric: Iteration # 48 - FCN = 297532.372104 Edm = 0.0518606 NCalls = 661 -VariableMetric: Iteration # 49 - FCN = 297531.5325814 Edm = 0.867176 NCalls = 666 -VariableMetric: Iteration # 50 - FCN = 297531.389552 Edm = 0.134119 NCalls = 669 -VariableMetric: Iteration # 51 - FCN = 297529.9536752 Edm = 1.39581 NCalls = 674 -VariableMetric: Iteration # 52 - FCN = 297514.5018752 Edm = 3.11168 NCalls = 680 -VariableMetric: Iteration # 53 - FCN = 297512.0697818 Edm = 0.601662 NCalls = 682 -VariableMetric: Iteration # 54 - FCN = 297511.652813 Edm = 0.0967142 NCalls = 684 -VariableMetric: Iteration # 55 - FCN = 297511.557973 Edm = 0.0130176 NCalls = 686 -VariableMetric: Iteration # 56 - FCN = 297511.5371684 Edm = 0.00549387 NCalls = 688 -VariableMetric: Iteration # 57 - FCN = 297511.5207674 Edm = 0.00718037 NCalls = 690 -VariableMetric: Iteration # 58 - FCN = 297511.4991921 Edm = 0.0156563 NCalls = 692 -VariableMetric: Iteration # 59 - FCN = 297511.3171037 Edm = 0.171322 NCalls = 696 -VariableMetric: Iteration # 60 - FCN = 297507.2114256 Edm = 1.38348 NCalls = 701 -VariableMetric: Iteration # 61 - FCN = 297504.6062791 Edm = 0.323897 NCalls = 704 -VariableMetric: Iteration # 62 - FCN = 297504.2629246 Edm = 0.073458 NCalls = 706 -VariableMetric: Iteration # 63 - FCN = 297504.20162 Edm = 0.00840843 NCalls = 708 -VariableMetric: Iteration # 64 - FCN = 297504.1882519 Edm = 0.00626319 NCalls = 710 -VariableMetric: Iteration # 65 - FCN = 297504.1366565 Edm = 0.0445259 NCalls = 713 -VariableMetric: Iteration # 66 - FCN = 297503.6860422 Edm = 0.456926 NCalls = 717 -VariableMetric: Iteration # 67 - FCN = 297501.3526844 Edm = 1.85682 NCalls = 723 -VariableMetric: Iteration # 68 - FCN = 297497.1426407 Edm = 0.930728 NCalls = 726 -VariableMetric: Iteration # 69 - FCN = 297495.7474986 Edm = 0.462539 NCalls = 728 -VariableMetric: Iteration # 70 - FCN = 297495.4475138 Edm = 0.207909 NCalls = 730 -VariableMetric: Iteration # 71 - FCN = 297495.3269928 Edm = 0.0299077 NCalls = 731 -VariableMetric: Iteration # 72 - FCN = 297495.2934383 Edm = 0.00712012 NCalls = 733 -VariableMetric: Iteration # 73 - FCN = 297495.2826051 Edm = 0.00460468 NCalls = 735 -VariableMetric: Iteration # 74 - FCN = 297495.2759579 Edm = 0.00332059 NCalls = 737 -VariableMetric: Iteration # 75 - FCN = 297495.2682869 Edm = 0.00498839 NCalls = 739 -VariableMetric: Iteration # 76 - FCN = 297495.2165394 Edm = 0.0504617 NCalls = 743 -VariableMetric: Iteration # 77 - FCN = 297494.633987 Edm = 0.451533 NCalls = 749 -VariableMetric: Iteration # 78 - FCN = 297493.6060423 Edm = 1.43696 NCalls = 754 -VariableMetric: Iteration # 79 - FCN = 297490.6500203 Edm = 2.25492 NCalls = 758 -VariableMetric: Iteration # 80 - FCN = 297489.6771185 Edm = 1.27298 NCalls = 761 -VariableMetric: Iteration # 81 - FCN = 297489.1370715 Edm = 1.4367 NCalls = 764 -VariableMetric: Iteration # 82 - FCN = 297488.0216408 Edm = 0.108019 NCalls = 766 -VariableMetric: Iteration # 83 - FCN = 297487.9161169 Edm = 0.0263753 NCalls = 768 -VariableMetric: Iteration # 84 - FCN = 297487.8964365 Edm = 0.0119625 NCalls = 770 -VariableMetric: Iteration # 85 - FCN = 297487.8835276 Edm = 0.00332918 NCalls = 772 -VariableMetric: Iteration # 86 - FCN = 297487.8778634 Edm = 0.0035921 NCalls = 774 -VariableMetric: Iteration # 87 - FCN = 297487.8059543 Edm = 0.0636822 NCalls = 778 -VariableMetric: Iteration # 88 - FCN = 297487.0593919 Edm = 0.403379 NCalls = 782 -VariableMetric: Iteration # 89 - FCN = 297486.5587256 Edm = 0.11207 NCalls = 784 -VariableMetric: Iteration # 90 - FCN = 297486.4110682 Edm = 0.0111312 NCalls = 786 -VariableMetric: Iteration # 91 - FCN = 297486.3991105 Edm = 0.00116887 NCalls = 788 -VariableMetric: Iteration # 92 - FCN = 297486.3978341 Edm = 0.000221462 NCalls = 790 -VariableMetric: Iteration # 93 - FCN = 297486.3968221 Edm = 0.000840915 NCalls = 793 -VariableMetric: Iteration # 94 - FCN = 297486.3499585 Edm = 0.0411985 NCalls = 799 -VariableMetric: Iteration # 95 - FCN = 297485.660447 Edm = 0.259614 NCalls = 802 -VariableMetric: Iteration # 96 - FCN = 297485.3443429 Edm = 0.0315489 NCalls = 804 -VariableMetric: Iteration # 97 - FCN = 297485.3138503 Edm = 0.00517566 NCalls = 806 -VariableMetric: Iteration # 98 - FCN = 297485.3102462 Edm = 0.00141473 NCalls = 808 -VariableMetric: Iteration # 99 - FCN = 297485.3089924 Edm = 0.000196072 NCalls = 810 -VariableMetric: Iteration # 100 - FCN = 297485.3084152 Edm = 0.000328195 NCalls = 812 -VariableMetric: Iteration # 101 - FCN = 297485.3053234 Edm = 0.00259501 NCalls = 815 -VariableMetric: Iteration # 102 - FCN = 297485.2430451 Edm = 0.0515936 NCalls = 819 -VariableMetric: Iteration # 103 - FCN = 297484.9844818 Edm = 0.0251643 NCalls = 821 -VariableMetric: Iteration # 104 - FCN = 297484.9591673 Edm = 0.00139943 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297484.9575621 Edm = 0.000238655 NCalls = 824 -VariableMetric: Iteration # 106 - FCN = 297484.9571674 Edm = 0.000187483 NCalls = 826 -VariableMetric: Iteration # 107 - FCN = 297484.9549264 Edm = 0.00215937 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297484.850041 Edm = 0.0689474 NCalls = 837 -VariableMetric: Iteration # 109 - FCN = 297484.5419705 Edm = 0.0787495 NCalls = 840 -VariableMetric: Iteration # 110 - FCN = 297484.4828077 Edm = 0.0107395 NCalls = 842 -VariableMetric: Iteration # 111 - FCN = 297484.4736667 Edm = 0.000709918 NCalls = 843 -VariableMetric: Iteration # 112 - FCN = 297484.4729663 Edm = 0.000160186 NCalls = 845 -VariableMetric: Iteration # 113 - FCN = 297484.4723714 Edm = 0.0003975 NCalls = 847 -VariableMetric: Iteration # 114 - FCN = 297484.4675676 Edm = 0.00418391 NCalls = 850 -VariableMetric: Iteration # 115 - FCN = 297484.4434307 Edm = 0.0217581 NCalls = 853 -VariableMetric: Iteration # 116 - FCN = 297484.3362196 Edm = 0.0416395 NCalls = 857 -VariableMetric: Iteration # 117 - FCN = 297484.2678429 Edm = 0.00381218 NCalls = 859 -VariableMetric: Iteration # 118 - FCN = 297484.2641844 Edm = 0.000399351 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297484.2638169 Edm = 2.73267e-05 NCalls = 862 -VariableMetric: After Hessian - FCN = 297484.2638169 Edm = 0.0147249 NCalls = 1367 -VariableMetric: Iteration # 120 - FCN = 297484.2638169 Edm = 0.0147249 NCalls = 1367 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1611 (1611 total) | -| EDM = 0.000282 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297233.0005202704 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.44 | 0.05 | | | -2 | 2 | | -| 1 | phi_p | 0.88 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.13 | 0.22 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.69 | 0.06 | | | -2 | 2 | | -| 4 | omega_p | -0.04 | 0.32 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.50 | 0.05 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 2.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 21.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.912 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.04 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.09 | 0.15 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.25 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.56 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 4.732 | 0.030 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 0.6 | 1.4 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 21| omega_s | 7.1 | 1.4 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.4 | 0.5 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.059 -0.132 0.254 -0.055 -0.107 -0.152 0.002 0.020 0.075 0.145 0.007 -0.129 0.234 0.061 -0.144 -0.164 -0.027 -0.173 -0.012 -0.309 -0.076 -0.024 -0.056 | -| phi_p | 0.059 1.000 -0.007 -0.006 -0.060 -0.001 -0.007 0.000 0.007 0.429 -0.005 0.001 -0.015 -0.001 0.003 0.003 -0.010 0.016 -0.068 -0.000 0.013 -0.074 0.001 -0.124 | -| p4415_s | -0.132 -0.007 1.000 0.071 -0.007 0.005 -0.026 0.001 0.054 -0.034 -0.036 -0.146 0.008 -0.108 0.011 0.026 0.023 0.009 -0.040 0.005 -0.056 -0.026 0.007 0.053 | -| bplus_1 | 0.254 -0.006 0.071 1.000 -0.139 0.007 0.002 -0.003 -0.020 -0.260 0.047 -0.011 0.131 -0.047 -0.000 -0.070 0.030 -0.098 -0.650 0.001 -0.983 -0.373 0.010 0.500 | -| omega_p | -0.055 -0.060 -0.007 -0.139 1.000 0.000 -0.016 0.000 0.003 0.047 -0.017 0.002 -0.021 -0.001 0.005 0.002 -0.008 -0.007 0.180 -0.000 0.141 0.643 0.003 -0.186 | -| Ctt | -0.107 -0.001 0.005 0.007 0.000 1.000 -0.010 -0.000 -0.003 -0.004 0.013 -0.002 -0.003 0.041 0.006 -0.022 -0.026 0.016 -0.001 -0.001 0.003 -0.002 -0.000 0.006 | -| Dbar_p | -0.152 -0.007 -0.026 0.002 -0.016 -0.010 1.000 0.002 -0.157 -0.087 0.217 0.002 0.034 0.008 0.052 0.502 0.170 0.509 -0.112 0.006 -0.103 -0.073 0.011 0.146 | -| p4160_p | 0.002 0.000 0.001 -0.003 0.000 -0.000 0.002 1.000 -0.002 0.001 0.003 0.000 -0.001 0.010 -0.001 -0.000 -0.001 0.001 0.002 -0.002 0.003 0.001 -0.000 -0.002 | -| DDstar_p | 0.020 0.007 0.054 -0.020 0.003 -0.003 -0.157 -0.002 1.000 -0.004 0.199 -0.008 0.267 -0.113 -0.016 0.143 0.204 0.360 0.000 0.012 0.003 -0.000 0.002 0.005 | -| phi_s | 0.075 0.429 -0.034 -0.260 0.047 -0.004 -0.087 0.001 -0.004 1.000 -0.048 0.007 -0.087 0.002 0.012 -0.015 -0.059 0.024 0.226 -0.001 0.280 0.132 0.005 -0.280 | -| psi2s_p | 0.145 -0.005 -0.036 0.047 -0.017 0.013 0.217 0.003 0.199 -0.048 1.000 0.006 -0.110 0.050 0.060 0.213 -0.336 0.149 -0.089 0.003 -0.105 -0.053 0.015 0.085 | -| p4415_p | 0.007 0.001 -0.146 -0.011 0.002 -0.002 0.002 0.000 -0.008 0.007 0.006 1.000 -0.009 0.018 -0.001 -0.003 -0.006 0.001 0.009 -0.001 0.012 0.006 -0.002 -0.011 | -| p4040_p | -0.129 -0.015 0.008 0.131 -0.021 -0.003 0.034 -0.001 0.267 -0.087 -0.110 -0.009 1.000 -0.176 0.065 0.139 0.153 0.099 -0.117 -0.008 -0.151 -0.075 0.017 0.139 | -| p4040_s | 0.234 -0.001 -0.108 -0.047 -0.001 0.041 0.008 0.010 -0.113 0.002 0.050 0.018 -0.176 1.000 -0.058 -0.131 0.113 -0.099 -0.006 -0.005 -0.002 -0.001 0.001 0.001 | -| Dbar_s | 0.061 0.003 0.011 -0.000 0.005 0.006 0.052 -0.001 -0.016 0.012 0.060 -0.001 0.065 -0.058 1.000 0.035 0.080 0.040 0.022 0.002 0.015 0.014 -0.003 -0.024 | -| p3770_p | -0.144 0.003 0.026 -0.070 0.002 -0.022 0.502 -0.000 0.143 -0.015 0.213 -0.003 0.139 -0.131 0.035 1.000 -0.057 0.359 0.002 0.009 0.032 -0.004 -0.006 0.017 | -| p3770_s | -0.164 -0.010 0.023 0.030 -0.008 -0.026 0.170 -0.001 0.204 -0.059 -0.336 -0.006 0.153 0.113 0.080 -0.057 1.000 0.194 -0.052 0.002 -0.057 -0.039 -0.001 0.083 | -| jpsi_p | -0.027 0.016 0.009 -0.098 -0.007 0.016 0.509 0.001 0.360 0.024 0.149 0.001 0.099 -0.099 0.040 0.359 0.194 1.000 0.007 0.011 0.060 0.000 0.008 -0.040 | -| rho_p | -0.173 -0.068 -0.040 -0.650 0.180 -0.001 -0.112 0.002 0.000 0.226 -0.089 0.009 -0.117 -0.006 0.022 0.002 -0.052 0.007 1.000 -0.000 0.675 0.589 0.013 -0.630 | -| p4160_s | -0.012 -0.000 0.005 0.001 -0.000 -0.001 0.006 -0.002 0.012 -0.001 0.003 -0.001 -0.008 -0.005 0.002 0.009 0.002 0.011 -0.000 1.000 -0.000 -0.000 0.000 0.001 | -| bplus_0 | -0.309 0.013 -0.056 -0.983 0.141 0.003 -0.103 0.003 0.003 0.280 -0.105 0.012 -0.151 -0.002 0.015 0.032 -0.057 0.060 0.675 -0.000 1.000 0.388 0.009 -0.539 | -| omega_s | -0.076 -0.074 -0.026 -0.373 0.643 -0.002 -0.073 0.001 -0.000 0.132 -0.053 0.006 -0.075 -0.001 0.014 -0.004 -0.039 0.000 0.589 -0.000 0.388 1.000 0.008 -0.382 | -| DDstar_s | -0.024 0.001 0.007 0.010 0.003 -0.000 0.011 -0.000 0.002 0.005 0.015 -0.002 0.017 0.001 -0.003 -0.006 -0.001 0.008 0.013 0.000 0.009 0.008 1.000 -0.012 | -| rho_s | -0.056 -0.124 0.053 0.500 -0.186 0.006 0.146 -0.002 0.005 -0.280 0.085 -0.011 0.139 0.001 -0.024 0.017 0.083 -0.040 -0.630 0.001 -0.539 -0.382 -0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04751729831808049}), (, {'error': 0.1290850609363412}), (, {'error': 0.22137615980081493}), (, {'error': 0.05853033033042476}), (, {'error': 0.31664644182928914}), (, {'error': 0.046891813173566055}), (, {'error': 0.3711529715139177}), (, {'error': 0.010699961849333306}), (, {'error': 9.031637189585165}), (, {'error': 1.0416710962571223}), (, {'error': 0.03159737912714178}), (, {'error': 0.22813526698798148}), (, {'error': 0.141611599988539}), (, {'error': 0.15378313575070368}), (, {'error': 0.04993787133951741}), (, {'error': 0.1040818499889884}), (, {'error': 0.23388998674324668}), (, {'error': 0.02991418848228644}), (, {'error': 1.4132203767933835}), (, {'error': 0.01499461515826428}), (, {'error': 0.03386737105657722}), (, {'error': 1.4328422354974495}), (, {'error': 0.02084815850611249}), (, {'error': 0.49135489898967133})]) -Toy 1/25 -Time taken: 8 min, 14 s -Projected time left: 3 h, 17 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1922 (1922 total) | -| EDM = 0.00182 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297200.3956737147 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.27 | 0.05 | | | -2 | 2 | | -| 1 | phi_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.01 | 0.16 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -1.014 | 0.019 | | | -2 | 2 | | -| 4 | omega_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.10 | 0.14 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -0.6 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.36 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -1.5 | 1.9 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.800 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | 3.73 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.11 | 0.13 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.30 | 0.32 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.82 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.75 | 0.21 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -4.651 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.14 | 0.13 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.521 | 0.009 | | | -2 | 2 | | -| 21| omega_s | 6.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.12 | 0.49 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.96 | 0.26 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.016 -0.129 0.055 0.012 0.171 0.175 0.102 0.160 -0.057 -0.103 0.119 0.000 0.008 0.274 0.062 -0.108 -0.099 0.203 0.024 0.054 0.010 -0.187 -0.007 | -| phi_p | -0.016 1.000 -0.001 0.002 -0.015 -0.005 0.010 0.003 0.008 -0.506 -0.003 -0.001 -0.002 -0.002 0.011 0.003 -0.006 0.003 -0.051 -0.003 0.002 0.007 -0.008 -0.004 | -| p4415_s | -0.129 -0.001 1.000 -0.074 0.002 0.224 -0.197 -0.166 -0.241 -0.003 -0.004 -0.196 -0.078 0.098 -0.162 -0.102 0.002 -0.115 0.005 0.237 -0.070 0.008 0.221 -0.022 | -| bplus_1 | 0.055 0.002 -0.074 1.000 -0.009 -0.428 0.637 0.411 0.737 -0.004 -0.061 0.204 0.105 0.080 0.735 0.199 -0.126 0.151 0.020 0.007 0.367 -0.037 -0.723 0.114 | -| omega_p | 0.012 -0.015 0.002 -0.009 1.000 0.009 -0.015 -0.007 -0.016 0.023 0.003 -0.002 -0.000 0.001 -0.017 -0.004 0.006 -0.001 -0.063 0.002 -0.012 0.422 0.015 -0.004 | -| Ctt | 0.171 -0.005 0.224 -0.428 0.009 1.000 -0.419 -0.339 -0.429 -0.002 0.276 -0.098 -0.136 0.154 -0.597 -0.127 0.143 -0.120 0.020 0.180 -0.406 0.030 0.481 -0.083 | -| Dbar_p | 0.175 0.010 -0.197 0.637 -0.015 -0.419 1.000 0.529 0.919 0.004 -0.107 0.303 0.147 0.108 0.828 0.044 -0.205 0.085 -0.033 -0.001 0.608 -0.051 -0.926 0.135 | -| p4160_p | 0.102 0.003 -0.166 0.411 -0.007 -0.339 0.529 1.000 0.655 0.003 0.065 0.413 0.392 -0.182 0.430 0.293 0.077 0.365 -0.017 -0.101 0.392 -0.031 -0.647 0.085 | -| DDstar_p | 0.160 0.008 -0.241 0.737 -0.016 -0.429 0.919 0.655 1.000 0.005 -0.031 0.332 0.259 0.064 0.829 0.226 -0.096 0.231 -0.031 -0.051 0.701 -0.056 -0.964 0.152 | -| phi_s | -0.057 -0.506 -0.003 -0.004 0.023 -0.002 0.004 0.003 0.005 1.000 0.001 -0.005 0.000 -0.008 -0.004 0.000 -0.005 -0.016 0.076 -0.011 -0.010 0.034 -0.004 -0.015 | -| psi2s_p | -0.103 -0.003 -0.004 -0.061 0.003 0.276 -0.107 0.065 -0.031 0.001 1.000 0.022 0.051 -0.016 -0.203 0.127 -0.043 0.249 -0.001 -0.038 -0.061 0.006 0.037 -0.013 | -| p4415_p | 0.119 -0.001 -0.196 0.204 -0.002 -0.098 0.303 0.413 0.332 -0.005 0.022 1.000 0.256 -0.053 0.204 0.131 0.060 0.181 0.013 -0.113 0.198 -0.013 -0.345 0.039 | -| p4040_p | 0.000 -0.002 -0.078 0.105 -0.000 -0.136 0.147 0.392 0.259 0.000 0.051 0.256 1.000 -0.068 0.026 0.234 0.121 0.284 -0.003 0.235 0.100 -0.007 -0.234 0.020 | -| p4040_s | 0.008 -0.002 0.098 0.080 0.001 0.154 0.108 -0.182 0.064 -0.008 -0.016 -0.053 -0.068 1.000 0.027 -0.036 0.104 0.046 0.022 0.055 0.080 -0.002 -0.091 0.008 | -| Dbar_s | 0.274 0.011 -0.162 0.735 -0.017 -0.597 0.828 0.430 0.829 -0.004 -0.203 0.204 0.026 0.027 1.000 0.169 -0.324 0.000 -0.016 -0.054 0.706 -0.057 -0.889 0.150 | -| p3770_p | 0.062 0.003 -0.102 0.199 -0.004 -0.127 0.044 0.293 0.226 0.000 0.127 0.131 0.234 -0.036 0.169 1.000 -0.097 0.186 -0.014 -0.050 0.195 -0.016 -0.213 0.040 | -| p3770_s | -0.108 -0.006 0.002 -0.126 0.006 0.143 -0.205 0.077 -0.096 -0.005 -0.043 0.060 0.121 0.104 -0.324 -0.097 1.000 0.282 0.018 0.036 -0.117 0.014 0.129 -0.035 | -| jpsi_p | -0.099 0.003 -0.115 0.151 -0.001 -0.120 0.085 0.365 0.231 -0.016 0.249 0.181 0.284 0.046 0.000 0.186 0.282 1.000 0.010 -0.036 0.144 -0.012 -0.240 0.022 | -| rho_p | 0.203 -0.051 0.005 0.020 -0.063 0.020 -0.033 -0.017 -0.031 0.076 -0.001 0.013 -0.003 0.022 -0.016 -0.014 0.018 0.010 1.000 0.030 0.023 0.171 0.030 0.117 | -| p4160_s | 0.024 -0.003 0.237 0.007 0.002 0.180 -0.001 -0.101 -0.051 -0.011 -0.038 -0.113 0.235 0.055 -0.054 -0.050 0.036 -0.036 0.030 1.000 0.013 0.003 0.030 -0.008 | -| bplus_0 | 0.054 0.002 -0.070 0.367 -0.012 -0.406 0.608 0.392 0.701 -0.010 -0.061 0.198 0.100 0.080 0.706 0.195 -0.117 0.144 0.023 0.013 1.000 -0.053 -0.689 0.163 | -| omega_s | 0.010 0.007 0.008 -0.037 0.422 0.030 -0.051 -0.031 -0.056 0.034 0.006 -0.013 -0.007 -0.002 -0.057 -0.016 0.014 -0.012 0.171 0.003 -0.053 1.000 0.055 -0.339 | -| DDstar_s | -0.187 -0.008 0.221 -0.723 0.015 0.481 -0.926 -0.647 -0.964 -0.004 0.037 -0.345 -0.234 -0.091 -0.889 -0.213 0.129 -0.240 0.030 0.030 -0.689 0.055 1.000 -0.150 | -| rho_s | -0.007 -0.004 -0.022 0.114 -0.004 -0.083 0.135 0.085 0.152 -0.015 -0.013 0.039 0.020 0.008 0.150 0.040 -0.035 0.022 0.117 -0.008 0.163 -0.339 -0.150 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.054060450816087124}), (, {'error': 0.3423030127552691}), (, {'error': 0.16286332281653}), (, {'error': 0.01852067055562434}), (, {'error': 0.5599378466667164}), (, {'error': 0.13872755500992862}), (, {'error': 0.7859416081225228}), (, {'error': 0.11931733472285955}), (, {'error': 1.9478023309841417}), (, {'error': 0.8327274406691547}), (, {'error': 0.02948386878658482}), (, {'error': 0.19034964206221971}), (, {'error': 0.15630023623487332}), (, {'error': 0.13362939820752157}), (, {'error': 0.31741503077354727}), (, {'error': 0.10288762424303943}), (, {'error': 0.21147163892443643}), (, {'error': 0.025922339709392617}), (, {'error': 0.3245060854257793}), (, {'error': 0.1342429337279074}), (, {'error': 0.00899327504255143}), (, {'error': 0.8584624092733995}), (, {'error': 0.49235503538720915}), (, {'error': 0.25996461483365985})]) -Toy 2/25 -Time taken: 17 min, 5 s -Projected time left: 3 h, 16 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1399 (1399 total) | -| EDM = 7.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297147.37851538375 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.39 | 0.10 | | | -2 | 2 | | -| 1 | phi_p | -0.30 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.15 | 0.20 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.93 | 0.07 | | | -2 | 2 | | -| 4 | omega_p | 6.23 | 0.32 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.77 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.886 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.29 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.19 | 0.16 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.18 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.47 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.42 | 0.22 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.654 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -1.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 21| omega_s | 4 | 4 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.14 | 0.28 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.032 0.101 0.047 0.015 -0.667 0.080 -0.011 0.277 0.053 -0.043 -0.235 0.032 -0.141 0.004 0.071 0.066 -0.197 -0.197 -0.152 -0.275 -0.058 0.019 0.270 | -| phi_p | -0.032 1.000 0.003 0.020 0.002 0.009 0.009 -0.002 0.003 0.570 -0.001 0.007 -0.001 0.010 0.001 -0.005 0.004 -0.033 0.130 0.012 -0.028 0.004 0.001 -0.034 | -| p4415_s | 0.101 0.003 1.000 -0.052 -0.000 0.194 0.046 -0.087 0.004 -0.008 0.038 -0.147 -0.041 0.210 -0.002 -0.065 0.014 -0.001 0.022 0.331 -0.050 -0.005 -0.004 0.020 | -| bplus_1 | 0.047 0.020 -0.052 1.000 0.004 0.059 -0.053 0.034 -0.127 -0.068 0.026 0.088 0.029 0.038 -0.004 -0.090 -0.023 -0.042 0.114 0.017 -0.917 -0.065 -0.011 0.246 | -| omega_p | 0.015 0.002 -0.000 0.004 1.000 -0.006 -0.001 -0.000 0.000 -0.001 -0.000 -0.003 -0.000 -0.003 0.000 0.001 -0.001 0.003 -0.097 -0.004 -0.003 0.089 0.000 0.092 | -| Ctt | -0.667 0.009 0.194 0.059 -0.006 1.000 -0.321 -0.347 -0.016 -0.038 0.193 0.031 -0.310 0.351 -0.002 -0.221 -0.160 0.237 0.097 0.297 0.051 0.017 -0.010 -0.099 | -| Dbar_p | 0.080 0.009 0.046 -0.053 -0.001 -0.321 1.000 0.028 -0.162 -0.015 0.016 -0.074 -0.024 -0.099 0.027 0.353 -0.012 0.264 0.048 -0.063 -0.080 -0.007 -0.005 0.025 | -| p4160_p | -0.011 -0.002 -0.087 0.034 -0.000 -0.347 0.028 1.000 -0.045 0.001 -0.143 0.278 0.280 -0.513 0.034 0.167 -0.018 -0.055 -0.011 -0.176 0.023 0.003 0.050 -0.014 | -| DDstar_p | 0.277 0.003 0.004 -0.127 0.000 -0.016 -0.162 -0.045 1.000 -0.016 -0.139 -0.195 -0.018 -0.158 0.010 0.147 0.054 -0.102 0.049 -0.090 -0.165 -0.023 0.052 0.093 | -| phi_s | 0.053 0.570 -0.008 -0.068 -0.001 -0.038 -0.015 0.001 -0.016 1.000 -0.005 -0.017 -0.001 -0.021 0.000 -0.001 -0.013 0.005 0.086 -0.026 0.074 0.029 -0.000 -0.052 | -| psi2s_p | -0.043 -0.001 0.038 0.026 -0.000 0.193 0.016 -0.143 -0.139 -0.005 1.000 -0.065 -0.209 -0.008 0.031 0.031 -0.455 0.005 0.005 -0.039 -0.005 -0.000 0.023 -0.002 | -| p4415_p | -0.235 0.007 -0.147 0.088 -0.003 0.031 -0.074 0.278 -0.195 -0.017 -0.065 1.000 0.159 -0.137 0.013 0.013 -0.012 0.001 0.045 -0.130 0.014 0.011 0.017 -0.057 | -| p4040_p | 0.032 -0.001 -0.041 0.029 -0.000 -0.310 -0.024 0.280 -0.018 -0.001 -0.209 0.159 1.000 -0.220 0.029 0.165 -0.052 -0.096 -0.004 0.247 0.001 0.001 0.035 -0.007 | -| p4040_s | -0.141 0.010 0.210 0.038 -0.003 0.351 -0.099 -0.513 -0.158 -0.021 -0.008 -0.137 -0.220 1.000 -0.005 -0.158 0.091 0.006 0.061 0.174 -0.030 0.006 -0.006 -0.036 | -| Dbar_s | 0.004 0.001 -0.002 -0.004 0.000 -0.002 0.027 0.034 0.010 0.000 0.031 0.013 0.029 -0.005 1.000 0.041 0.034 0.052 0.001 -0.002 -0.001 -0.000 -0.001 0.000 | -| p3770_p | 0.071 -0.005 -0.065 -0.090 0.001 -0.221 0.353 0.167 0.147 -0.001 0.031 0.013 0.165 -0.158 0.041 1.000 -0.213 0.044 -0.007 -0.078 0.007 -0.005 0.037 0.018 | -| p3770_s | 0.066 0.004 0.014 -0.023 -0.001 -0.160 -0.012 -0.018 0.054 -0.013 -0.455 -0.012 -0.052 0.091 0.034 -0.213 1.000 -0.067 0.027 0.017 -0.022 0.001 0.035 -0.010 | -| jpsi_p | -0.197 -0.033 -0.001 -0.042 0.003 0.237 0.264 -0.055 -0.102 0.005 0.005 0.001 -0.096 0.006 0.052 0.044 -0.067 1.000 -0.079 -0.000 0.095 -0.012 0.057 0.035 | -| rho_p | -0.197 0.130 0.022 0.114 -0.097 0.097 0.048 -0.011 0.049 0.086 0.005 0.045 -0.004 0.061 0.001 -0.007 0.027 -0.079 1.000 0.074 -0.153 0.029 0.002 0.012 | -| p4160_s | -0.152 0.012 0.331 0.017 -0.004 0.297 -0.063 -0.176 -0.090 -0.026 -0.039 -0.130 0.247 0.174 -0.002 -0.078 0.017 -0.000 0.074 1.000 -0.032 0.007 -0.001 -0.041 | -| bplus_0 | -0.275 -0.028 -0.050 -0.917 -0.003 0.051 -0.080 0.023 -0.165 0.074 -0.005 0.014 0.001 -0.030 -0.001 0.007 -0.022 0.095 -0.153 -0.032 1.000 0.074 -0.008 -0.289 | -| omega_s | -0.058 0.004 -0.005 -0.065 0.089 0.017 -0.007 0.003 -0.023 0.029 -0.000 0.011 0.001 0.006 -0.000 -0.005 0.001 -0.012 0.029 0.007 0.074 1.000 -0.001 -0.346 | -| DDstar_s | 0.019 0.001 -0.004 -0.011 0.000 -0.010 -0.005 0.050 0.052 -0.000 0.023 0.017 0.035 -0.006 -0.001 0.037 0.035 0.057 0.002 -0.001 -0.008 -0.001 1.000 0.006 | -| rho_s | 0.270 -0.034 0.020 0.246 0.092 -0.099 0.025 -0.014 0.093 -0.052 -0.002 -0.057 -0.007 -0.036 0.000 0.018 -0.010 0.035 0.012 -0.041 -0.289 -0.346 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10462311950814107}), (, {'error': 0.1967304199070572}), (, {'error': 0.19675494789993525}), (, {'error': 0.06904887924904757}), (, {'error': 0.3156100897325622}), (, {'error': 0.21330615943133668}), (, {'error': 0.32556668773845354}), (, {'error': 0.09574888545456695}), (, {'error': 0.34542328153769297}), (, {'error': 1.0296450232507919}), (, {'error': 0.031009922622931008}), (, {'error': 0.18648488434492205}), (, {'error': 0.16021675683688885}), (, {'error': 0.17089038126380973}), (, {'error': 0.021395458870992284}), (, {'error': 0.09805271544482008}), (, {'error': 0.22090245440274492}), (, {'error': 0.024730608435163948}), (, {'error': 0.3330070318406726}), (, {'error': 0.1725506423534786}), (, {'error': 0.038412665253005907}), (, {'error': 3.6103103850292286}), (, {'error': 0.028611800596582027}), (, {'error': 0.28493930574738213})]) -Toy 3/25 -Time taken: 24 min, 16 s -Projected time left: 2 h, 57 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1246 (1246 total) | -| EDM = 0.000111 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297298.61079907115 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 1 | phi_p | 0.65 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.78 | 0.20 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.81 | 0.06 | | | -2 | 2 | | -| 4 | omega_p | 0.31 | 0.35 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.93 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -4.39 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -1.80 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.898 | 0.031 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -1.77 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 4.27 | 0.29 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.63 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.45 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.28 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.662 | 0.024 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 6.25 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.21 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 21| omega_s | 7.7 | 1.5 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.025 -0.019 -0.107 -0.025 -0.679 0.073 0.033 0.266 0.096 -0.049 -0.224 0.038 -0.140 0.002 0.079 0.080 -0.232 -0.149 -0.169 -0.118 0.000 0.012 0.027 | -| phi_p | 0.025 1.000 -0.005 -0.013 -0.051 -0.003 -0.002 -0.001 -0.004 0.650 -0.004 -0.006 -0.003 -0.009 0.001 0.002 -0.007 0.001 -0.134 -0.010 0.020 -0.072 0.001 -0.016 | -| p4415_s | -0.019 -0.005 1.000 -0.007 -0.003 0.238 -0.015 -0.034 -0.093 -0.024 0.013 -0.134 0.010 0.165 -0.001 -0.082 0.000 0.002 0.013 0.299 -0.041 -0.014 -0.005 0.026 | -| bplus_1 | -0.107 -0.013 -0.007 1.000 -0.063 0.103 -0.081 0.029 -0.190 -0.127 0.042 0.122 0.034 0.080 -0.005 -0.118 -0.023 -0.061 -0.078 0.049 -0.925 -0.148 -0.014 0.301 | -| omega_p | -0.025 -0.051 -0.003 -0.063 1.000 0.003 -0.007 0.001 -0.020 0.017 -0.004 0.004 0.000 -0.000 0.000 -0.004 -0.002 -0.021 0.089 0.000 0.072 0.775 -0.000 -0.052 | -| Ctt | -0.679 -0.003 0.238 0.103 0.003 1.000 -0.327 -0.390 -0.047 -0.044 0.205 -0.062 -0.302 0.328 0.000 -0.237 -0.171 0.262 0.055 0.244 0.013 -0.015 -0.007 0.005 | -| Dbar_p | 0.073 -0.002 -0.015 -0.081 -0.007 -0.327 1.000 0.025 -0.165 -0.023 -0.022 -0.084 -0.057 -0.131 0.024 0.323 -0.042 0.228 0.004 -0.089 -0.049 -0.023 -0.003 0.046 | -| p4160_p | 0.033 -0.001 -0.034 0.029 0.001 -0.390 0.025 1.000 0.021 0.009 -0.125 0.297 0.259 -0.504 0.026 0.181 -0.011 -0.058 -0.006 -0.105 0.018 0.008 0.039 -0.020 | -| DDstar_p | 0.266 -0.004 -0.093 -0.190 -0.020 -0.047 -0.165 0.021 1.000 -0.017 -0.137 -0.108 0.029 -0.192 0.008 0.147 0.061 -0.091 -0.022 -0.098 -0.077 -0.039 0.041 0.082 | -| phi_s | 0.096 0.650 -0.024 -0.127 0.017 -0.044 -0.023 0.009 -0.017 1.000 -0.008 -0.019 -0.000 -0.037 -0.000 0.009 -0.019 0.028 -0.063 -0.042 0.146 0.029 0.000 -0.096 | -| psi2s_p | -0.049 -0.004 0.013 0.042 -0.004 0.205 -0.022 -0.125 -0.137 -0.008 1.000 -0.064 -0.187 -0.037 0.027 0.015 -0.468 -0.008 0.000 -0.067 -0.018 -0.006 0.020 0.005 | -| p4415_p | -0.224 -0.006 -0.134 0.122 0.004 -0.062 -0.084 0.297 -0.108 -0.019 -0.064 1.000 0.156 -0.194 0.007 0.051 -0.009 0.008 0.024 -0.195 -0.012 0.001 0.012 -0.009 | -| p4040_p | 0.038 -0.003 0.010 0.034 0.000 -0.302 -0.057 0.259 0.029 -0.000 -0.187 0.156 1.000 -0.194 0.015 0.159 -0.054 -0.093 -0.002 0.310 -0.006 0.003 0.019 -0.008 | -| p4040_s | -0.140 -0.009 0.165 0.080 -0.000 0.328 -0.131 -0.504 -0.192 -0.037 -0.037 -0.194 -0.194 1.000 -0.003 -0.157 0.082 -0.011 0.026 0.080 -0.061 -0.015 -0.004 0.024 | -| Dbar_s | 0.002 0.001 -0.001 -0.005 0.000 0.000 0.024 0.026 0.008 -0.000 0.027 0.007 0.015 -0.003 1.000 0.036 0.029 0.047 0.001 -0.000 0.001 -0.000 -0.001 0.001 | -| p3770_p | 0.079 0.002 -0.082 -0.118 -0.004 -0.237 0.323 0.181 0.147 0.009 0.015 0.051 0.159 -0.157 0.036 1.000 -0.208 0.023 -0.009 -0.057 0.048 -0.001 0.031 -0.006 | -| p3770_s | 0.080 -0.007 0.000 -0.023 -0.002 -0.171 -0.042 -0.011 0.061 -0.019 -0.468 -0.009 -0.054 0.082 0.029 -0.208 1.000 -0.080 0.009 0.007 -0.017 -0.007 0.029 0.007 | -| jpsi_p | -0.232 0.001 0.002 -0.061 -0.021 0.262 0.228 -0.058 -0.091 0.028 -0.008 0.008 -0.093 -0.011 0.047 0.023 -0.080 1.000 -0.037 -0.007 0.120 -0.005 0.051 -0.039 | -| rho_p | -0.149 -0.134 0.013 -0.078 0.089 0.055 0.004 -0.006 -0.022 -0.063 0.000 0.024 -0.002 0.026 0.001 -0.009 0.009 -0.037 1.000 0.034 0.085 0.183 -0.001 0.108 | -| p4160_s | -0.169 -0.010 0.299 0.049 0.000 0.244 -0.089 -0.105 -0.098 -0.042 -0.067 -0.195 0.310 0.080 -0.000 -0.057 0.007 -0.007 0.034 1.000 -0.047 -0.016 0.001 0.024 | -| bplus_0 | -0.118 0.020 -0.041 -0.925 0.072 0.013 -0.049 0.018 -0.077 0.146 -0.018 -0.012 -0.006 -0.061 0.001 0.048 -0.017 0.120 0.085 -0.047 1.000 0.172 -0.001 -0.359 | -| omega_s | 0.000 -0.072 -0.014 -0.148 0.775 -0.015 -0.023 0.008 -0.039 0.029 -0.006 0.001 0.003 -0.015 -0.000 -0.001 -0.007 -0.005 0.183 -0.016 0.172 1.000 -0.001 -0.325 | -| DDstar_s | 0.012 0.001 -0.005 -0.014 -0.000 -0.007 -0.003 0.039 0.041 0.000 0.020 0.012 0.019 -0.004 -0.001 0.031 0.029 0.051 -0.001 0.001 -0.001 -0.001 1.000 0.003 | -| rho_s | 0.027 -0.016 0.026 0.301 -0.052 0.005 0.046 -0.020 0.082 -0.096 0.005 -0.009 -0.008 0.024 0.001 -0.006 0.007 -0.039 0.108 0.024 -0.359 -0.325 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08530033404399684}), (, {'error': 0.1955675724222239}), (, {'error': 0.1966467748806418}), (, {'error': 0.06240835051622762}), (, {'error': 0.34619688913161184}), (, {'error': 0.2112399901377121}), (, {'error': 0.31469856444280886}), (, {'error': 0.10078903711612197}), (, {'error': 0.32845903944712695}), (, {'error': 1.129877550005066}), (, {'error': 0.031177585680980613}), (, {'error': 0.27374546273992006}), (, {'error': 0.2947599274743613}), (, {'error': 0.17385034813372968}), (, {'error': 0.01794046648687575}), (, {'error': 0.09899562839350518}), (, {'error': 0.2254079838590024}), (, {'error': 0.02449576473401649}), (, {'error': 0.281307179240776}), (, {'error': 0.16877514206378041}), (, {'error': 0.032936828255753725}), (, {'error': 1.4575831888444784}), (, {'error': 0.023798367782338348}), (, {'error': 0.34113031033774377})]) -Toy 4/25 -Time taken: 31 min, 1 -Projected time left: 2 h, 42 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=316 (316 total) | -| EDM = 1.88E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297329.9814998854 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.30 | 0.10 | | | -2 | 2 | | -| 1 | phi_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.34 | 0.20 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 4 | omega_p | 0.06 | 0.35 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.85 | 0.23 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -1.95 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.14 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 4.39 | 0.23 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.89 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.30 | 0.49 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.93 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.37 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 4.729 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.08 | 0.38 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.514 | 0.021 | | | -2 | 2 | | -| 21| omega_s | 5.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.026 -0.056 -0.299 0.023 0.725 0.006 -0.122 -0.319 -0.062 0.012 0.197 -0.140 0.183 -0.031 -0.149 -0.174 0.107 0.295 0.190 -0.069 0.060 -0.016 0.082 | -| phi_p | 0.026 1.000 0.000 0.007 0.037 0.008 0.000 -0.003 -0.006 0.602 -0.003 0.005 -0.003 0.006 -0.000 -0.007 -0.001 -0.033 0.114 0.007 -0.007 0.033 -0.000 0.045 | -| p4415_s | -0.056 0.000 1.000 0.112 -0.003 0.247 0.001 -0.142 -0.007 -0.004 0.034 -0.230 -0.105 0.239 0.011 -0.104 -0.015 -0.025 0.011 0.351 0.032 -0.006 -0.001 0.026 | -| bplus_1 | -0.299 0.007 0.112 1.000 0.025 -0.157 0.002 0.011 0.472 0.025 0.005 -0.121 0.022 -0.046 0.047 0.123 0.106 0.030 0.044 -0.019 -0.773 0.055 0.033 -0.092 | -| omega_p | 0.023 0.037 -0.003 0.025 1.000 0.004 0.000 -0.002 -0.017 0.054 -0.002 0.005 -0.002 0.004 -0.002 -0.009 -0.004 -0.026 -0.008 0.003 -0.040 0.665 -0.001 -0.133 | -| Ctt | 0.725 0.008 0.247 -0.157 0.004 1.000 0.004 -0.454 -0.143 -0.034 0.174 -0.061 -0.429 0.338 -0.107 -0.197 -0.283 0.265 0.137 0.294 0.003 0.017 -0.014 0.056 | -| Dbar_p | 0.006 0.000 0.001 0.002 0.000 0.004 1.000 0.042 0.003 -0.001 0.043 0.023 0.027 0.001 -0.022 0.058 0.047 0.088 0.004 0.003 0.004 0.000 -0.005 0.003 | -| p4160_p | -0.122 -0.003 -0.142 0.011 -0.002 -0.454 0.042 1.000 0.179 0.002 -0.148 0.305 0.423 -0.551 -0.037 0.261 0.078 -0.028 -0.023 -0.194 0.003 -0.005 0.080 -0.009 | -| DDstar_p | -0.319 -0.006 -0.007 0.472 -0.017 -0.143 0.003 0.179 1.000 -0.000 -0.064 -0.101 0.143 -0.224 -0.048 0.359 0.190 0.176 -0.020 -0.118 0.083 -0.035 0.104 0.083 | -| phi_s | -0.062 0.602 -0.004 0.025 0.054 -0.034 -0.001 0.002 -0.000 1.000 -0.003 -0.016 0.003 -0.019 -0.001 0.004 -0.009 0.002 0.123 -0.022 -0.028 0.074 -0.001 0.030 | -| psi2s_p | 0.012 -0.003 0.034 0.005 -0.002 0.174 0.043 -0.148 -0.064 -0.003 1.000 -0.099 -0.184 -0.062 -0.054 0.049 -0.494 -0.027 -0.001 -0.062 -0.009 -0.003 0.038 0.002 | -| p4415_p | 0.197 0.005 -0.230 -0.121 0.005 -0.061 0.023 0.305 -0.101 -0.016 -0.099 1.000 0.208 -0.191 -0.050 0.074 0.001 -0.011 0.060 -0.172 0.000 0.013 0.042 0.011 | -| p4040_p | -0.140 -0.003 -0.105 0.022 -0.002 -0.429 0.027 0.423 0.143 0.003 -0.184 0.208 1.000 -0.306 -0.031 0.258 0.019 -0.054 -0.024 0.183 0.003 -0.004 0.045 -0.010 | -| p4040_s | 0.183 0.006 0.239 -0.046 0.004 0.338 0.001 -0.551 -0.224 -0.019 -0.062 -0.191 -0.306 1.000 -0.042 -0.175 0.027 -0.042 0.076 0.192 0.017 0.012 -0.005 0.030 | -| Dbar_s | -0.031 -0.000 0.011 0.047 -0.002 -0.107 -0.022 -0.037 -0.048 -0.001 -0.054 -0.050 -0.031 -0.042 1.000 0.050 -0.051 -0.021 0.003 -0.027 0.011 -0.003 0.003 0.011 | -| p3770_p | -0.149 -0.007 -0.104 0.123 -0.009 -0.197 0.058 0.261 0.359 0.004 0.049 0.074 0.258 -0.175 0.050 1.000 -0.125 0.010 -0.042 -0.086 0.036 -0.019 0.063 0.010 | -| p3770_s | -0.174 -0.001 -0.015 0.106 -0.004 -0.283 0.047 0.078 0.190 -0.009 -0.494 0.001 0.019 0.027 -0.051 -0.125 1.000 -0.046 0.008 -0.025 0.049 -0.007 0.058 0.023 | -| jpsi_p | 0.107 -0.033 -0.025 0.030 -0.026 0.265 0.088 -0.028 0.176 0.002 -0.027 -0.011 -0.054 -0.042 -0.021 0.010 -0.046 1.000 -0.121 -0.026 -0.054 -0.046 0.116 -0.028 | -| rho_p | 0.295 0.114 0.011 0.044 -0.008 0.137 0.004 -0.023 -0.020 0.123 -0.001 0.060 -0.024 0.076 0.003 -0.042 0.008 -0.121 1.000 0.083 -0.050 0.291 0.001 0.313 | -| p4160_s | 0.190 0.007 0.351 -0.019 0.003 0.294 0.003 -0.194 -0.118 -0.022 -0.062 -0.172 0.183 0.192 -0.027 -0.086 -0.025 -0.026 0.083 1.000 0.036 0.009 0.002 0.042 | -| bplus_0 | -0.069 -0.007 0.032 -0.773 -0.040 0.003 0.004 0.003 0.083 -0.028 -0.009 0.000 0.003 0.017 0.011 0.036 0.049 -0.054 -0.050 0.036 1.000 -0.088 0.008 0.193 | -| omega_s | 0.060 0.033 -0.006 0.055 0.665 0.017 0.000 -0.005 -0.035 0.074 -0.003 0.013 -0.004 0.012 -0.003 -0.019 -0.007 -0.046 0.291 0.009 -0.088 1.000 -0.002 -0.266 | -| DDstar_s | -0.016 -0.000 -0.001 0.033 -0.001 -0.014 -0.005 0.080 0.104 -0.001 0.038 0.042 0.045 -0.005 0.003 0.063 0.058 0.116 0.001 0.002 0.008 -0.002 1.000 0.007 | -| rho_s | 0.082 0.045 0.026 -0.092 -0.133 0.056 0.003 -0.009 0.083 0.030 0.002 0.011 -0.010 0.030 0.011 0.010 0.023 -0.028 0.313 0.042 0.193 -0.266 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1013332078698328}), (, {'error': 0.39188934024823485}), (, {'error': 0.1959008610819235}), (, {'error': 0.044195406819093175}), (, {'error': 0.35335753497635647}), (, {'error': 0.2310702061736612}), (, {'error': 0.07364271526530741}), (, {'error': 0.10392316135070212}), (, {'error': 0.3930245751746777}), (, {'error': 0.9665854708800996}), (, {'error': 0.031976497668148696}), (, {'error': 0.16092096625004593}), (, {'error': 0.22563093732545703}), (, {'error': 0.17324102147658194}), (, {'error': 0.4925490240044905}), (, {'error': 0.10138680847806736}), (, {'error': 0.23227389216010463}), (, {'error': 0.025183570960678914}), (, {'error': 0.3781665381743724}), (, {'error': 0.168505975247925}), (, {'error': 0.021414537383174004}), (, {'error': 1.2171492391987124}), (, {'error': 0.033517680730889676}), (, {'error': 0.3328584045324293})]) -Toy 5/25 -Time taken: 34 min, 55 s -Projected time left: 2 h, 19 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1274 (1274 total) | -| EDM = 9.69E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297131.62880137813 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.33 | 0.10 | | | -2 | 2 | | -| 1 | phi_p | 1.02 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.27 | 0.20 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.94 | 0.07 | | | -2 | 2 | | -| 4 | omega_p | -0.26 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.76 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.23 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 21.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.882 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -1.98 | 0.20 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.95 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.63 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.622 | 0.024 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 6.06 | 0.21 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.70 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 21| omega_s | 4.9 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.067 0.117 0.017 -0.027 -0.650 0.076 0.003 0.293 0.105 -0.047 -0.229 0.043 -0.131 0.003 0.078 0.055 -0.206 -0.244 -0.141 -0.254 -0.066 0.016 0.099 | -| phi_p | 0.067 1.000 -0.001 0.008 -0.043 -0.021 -0.004 -0.000 0.001 0.383 -0.002 -0.015 -0.000 -0.016 0.001 0.003 -0.009 0.020 -0.246 -0.019 -0.002 -0.110 0.002 0.057 | -| p4415_s | 0.117 -0.001 1.000 -0.053 -0.004 0.184 0.061 -0.124 -0.006 -0.013 0.036 -0.187 -0.080 0.213 -0.000 -0.066 0.019 -0.007 0.001 0.340 -0.051 -0.012 -0.003 0.028 | -| bplus_1 | 0.017 0.008 -0.053 1.000 -0.042 0.060 -0.049 0.026 -0.124 -0.113 0.032 0.085 0.018 0.051 -0.005 -0.092 -0.019 -0.037 -0.067 0.010 -0.917 -0.122 -0.011 0.251 | -| omega_p | -0.027 -0.043 -0.004 -0.042 1.000 0.006 -0.006 0.002 -0.016 0.011 -0.000 0.006 0.001 0.002 0.000 -0.004 0.000 -0.008 -0.080 0.001 0.049 0.332 -0.001 -0.168 | -| Ctt | -0.650 -0.021 0.184 0.060 0.006 1.000 -0.359 -0.353 -0.018 -0.047 0.231 0.021 -0.317 0.306 -0.007 -0.227 -0.100 0.266 0.092 0.281 0.060 0.014 -0.008 -0.029 | -| Dbar_p | 0.076 -0.004 0.061 -0.049 -0.006 -0.359 1.000 -0.043 -0.211 -0.029 -0.086 -0.115 -0.080 -0.137 0.034 0.289 -0.108 0.156 0.016 -0.061 -0.084 -0.018 -0.002 0.046 | -| p4160_p | 0.003 -0.000 -0.124 0.026 0.002 -0.353 -0.043 1.000 0.026 0.006 -0.146 0.293 0.355 -0.477 0.037 0.162 -0.033 -0.077 -0.005 -0.184 0.029 0.006 0.060 -0.018 | -| DDstar_p | 0.293 0.001 -0.006 -0.124 -0.016 -0.018 -0.211 0.026 1.000 -0.021 -0.111 -0.162 0.060 -0.173 0.004 0.171 0.079 -0.069 -0.023 -0.073 -0.158 -0.041 0.053 0.096 | -| phi_s | 0.105 0.383 -0.013 -0.113 0.011 -0.047 -0.029 0.006 -0.021 1.000 -0.004 -0.027 0.004 -0.038 -0.001 0.002 -0.022 0.042 -0.117 -0.047 0.132 -0.002 -0.000 -0.072 | -| psi2s_p | -0.047 -0.002 0.036 0.032 -0.000 0.231 -0.086 -0.146 -0.111 -0.004 1.000 -0.063 -0.189 -0.039 0.029 -0.032 -0.409 -0.022 0.002 -0.040 -0.001 -0.000 0.025 -0.002 | -| p4415_p | -0.229 -0.015 -0.187 0.085 0.006 0.021 -0.115 0.293 -0.162 -0.027 -0.063 1.000 0.189 -0.117 0.012 0.011 -0.011 -0.005 0.049 -0.136 0.020 0.013 0.023 -0.023 | -| p4040_p | 0.043 -0.000 -0.080 0.018 0.001 -0.317 -0.080 0.355 0.060 0.004 -0.189 0.189 1.000 -0.186 0.023 0.156 -0.082 -0.099 -0.007 0.226 0.011 0.003 0.033 -0.010 | -| p4040_s | -0.131 -0.016 0.213 0.051 0.002 0.306 -0.137 -0.477 -0.173 -0.038 -0.039 -0.117 -0.186 1.000 -0.005 -0.139 0.088 -0.013 0.050 0.214 -0.028 0.004 -0.003 0.001 | -| Dbar_s | 0.003 0.001 -0.000 -0.005 0.000 -0.007 0.034 0.037 0.004 -0.001 0.029 0.012 0.023 -0.005 1.000 0.055 0.030 0.061 0.001 -0.001 -0.002 -0.000 -0.002 0.002 | -| p3770_p | 0.078 0.003 -0.066 -0.092 -0.004 -0.227 0.289 0.162 0.171 0.002 -0.032 0.011 0.156 -0.139 0.055 1.000 -0.287 -0.013 -0.013 -0.069 0.006 -0.008 0.046 0.011 | -| p3770_s | 0.055 -0.009 0.019 -0.019 0.000 -0.100 -0.108 -0.033 0.079 -0.022 -0.409 -0.011 -0.082 0.088 0.030 -0.287 1.000 -0.067 0.020 0.025 -0.016 -0.001 0.034 0.003 | -| jpsi_p | -0.206 0.020 -0.007 -0.037 -0.008 0.266 0.156 -0.077 -0.069 0.042 -0.022 -0.005 -0.099 -0.013 0.061 -0.013 -0.067 1.000 -0.072 0.001 0.096 -0.014 0.067 -0.020 | -| rho_p | -0.244 -0.246 0.001 -0.067 -0.080 0.092 0.016 -0.005 -0.023 -0.117 0.002 0.049 -0.007 0.050 0.001 -0.013 0.020 -0.072 1.000 0.060 0.065 0.331 -0.001 0.135 | -| p4160_s | -0.141 -0.019 0.340 0.010 0.001 0.281 -0.061 -0.184 -0.073 -0.047 -0.040 -0.136 0.226 0.214 -0.001 -0.069 0.025 0.001 0.060 1.000 -0.029 0.001 0.002 0.008 | -| bplus_0 | -0.254 -0.002 -0.051 -0.917 0.049 0.060 -0.084 0.029 -0.158 0.132 -0.001 0.020 0.011 -0.028 -0.002 0.006 -0.016 0.096 0.065 -0.029 1.000 0.139 -0.007 -0.306 | -| omega_s | -0.066 -0.110 -0.012 -0.122 0.332 0.014 -0.018 0.006 -0.041 -0.002 -0.000 0.013 0.003 0.004 -0.000 -0.008 -0.001 -0.014 0.331 0.001 0.139 1.000 -0.002 -0.365 | -| DDstar_s | 0.016 0.002 -0.003 -0.011 -0.001 -0.008 -0.002 0.060 0.053 -0.000 0.025 0.023 0.033 -0.003 -0.002 0.046 0.034 0.067 -0.001 0.002 -0.007 -0.002 1.000 0.005 | -| rho_s | 0.099 0.057 0.028 0.251 -0.168 -0.029 0.046 -0.018 0.096 -0.072 -0.002 -0.023 -0.010 0.001 0.002 0.011 0.003 -0.020 0.135 0.008 -0.306 -0.365 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10129589121864568}), (, {'error': 0.126848841774013}), (, {'error': 0.19693645945099625}), (, {'error': 0.0701736589282207}), (, {'error': 0.3108895260811133}), (, {'error': 0.210344811441466}), (, {'error': 0.3437729360616979}), (, {'error': 0.08464844432594631}), (, {'error': 0.35051596844676425}), (, {'error': 0.9170276976502993}), (, {'error': 0.03151757920671727}), (, {'error': 0.16839073401760873}), (, {'error': 0.20153302124924144}), (, {'error': 0.16884623614593558}), (, {'error': 0.02275019714907947}), (, {'error': 0.08976896910877197}), (, {'error': 0.22595124246105946}), (, {'error': 0.024030550264704686}), (, {'error': 0.20989329947846436}), (, {'error': 0.16811149949953297}), (, {'error': 0.03857634013684352}), (, {'error': 0.9813324324940451}), (, {'error': 0.029979022814397682}), (, {'error': 0.3246691462899728})]) -Toy 6/25 -Time taken: 41 min, 53 s -Projected time left: 2 h, 12 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1452 (1452 total) | -| EDM = 0.000435 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297180.9767888066 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.39 | 0.09 | | | -2 | 2 | | -| 1 | phi_p | -5.56 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.95 | 0.20 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 4 | omega_p | 0.4 | 0.7 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.75 | 0.22 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.06 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.13 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.901 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.40 | 0.22 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.80 | 0.21 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.87 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.59 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.673 | 0.028 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 0.09 | 0.32 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.10 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.490 | 0.021 | | | -2 | 2 | | -| 21| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.103 -0.111 -0.222 0.094 0.712 -0.096 -0.093 -0.262 -0.140 -0.034 0.190 -0.069 0.128 0.006 -0.134 -0.150 0.096 0.277 0.150 -0.101 0.098 0.009 0.081 | -| phi_p | -0.103 1.000 0.004 -0.044 -0.260 -0.030 0.004 0.003 0.023 0.565 0.003 -0.023 -0.007 -0.017 0.000 0.018 -0.004 0.049 -0.372 -0.023 0.051 -0.289 0.001 -0.107 | -| p4415_s | -0.111 0.004 1.000 0.127 -0.010 0.184 0.044 -0.111 -0.015 0.001 0.040 -0.146 0.002 0.207 -0.001 -0.070 0.008 -0.001 -0.011 0.339 0.017 -0.013 -0.002 0.017 | -| bplus_1 | -0.222 -0.044 0.127 1.000 0.098 -0.181 0.179 0.025 0.346 0.007 0.059 -0.077 0.016 0.003 -0.004 0.134 0.094 0.087 0.122 0.000 -0.837 0.121 -0.008 -0.114 | -| omega_p | 0.094 -0.260 -0.010 0.098 1.000 0.024 -0.014 -0.012 -0.038 -0.044 -0.017 0.014 -0.004 0.010 0.001 -0.030 -0.012 -0.096 0.407 0.012 -0.128 0.942 0.001 0.043 | -| Ctt | 0.712 -0.030 0.184 -0.181 0.024 1.000 -0.289 -0.399 -0.106 -0.051 0.143 0.032 -0.274 0.382 0.009 -0.249 -0.235 0.210 0.104 0.292 -0.006 0.024 0.000 0.043 | -| Dbar_p | -0.096 0.004 0.044 0.179 -0.014 -0.289 1.000 0.053 -0.086 -0.006 0.031 -0.080 -0.039 -0.081 0.017 0.378 0.029 0.278 -0.002 -0.081 0.038 -0.019 0.003 0.040 | -| p4160_p | -0.093 0.003 -0.111 0.025 -0.012 -0.399 0.053 1.000 0.241 -0.001 -0.138 0.257 0.201 -0.575 0.024 0.251 0.042 0.007 -0.014 -0.216 0.017 -0.013 0.039 0.002 | -| DDstar_p | -0.262 0.023 -0.015 0.346 -0.038 -0.106 -0.086 0.241 1.000 0.019 0.036 -0.034 0.118 -0.137 0.000 0.292 0.199 0.264 -0.050 -0.089 0.031 -0.046 0.029 0.046 | -| phi_s | -0.140 0.565 0.001 0.007 -0.044 -0.051 -0.006 -0.001 0.019 1.000 -0.001 -0.036 -0.013 -0.028 -0.000 0.012 -0.015 0.040 -0.152 -0.039 -0.011 -0.053 0.000 -0.104 | -| psi2s_p | -0.034 0.003 0.040 0.059 -0.017 0.143 0.031 -0.138 0.036 -0.001 1.000 -0.112 -0.231 0.010 0.027 0.062 -0.428 0.008 -0.015 -0.077 -0.003 -0.018 0.028 0.007 | -| p4415_p | 0.190 -0.023 -0.146 -0.077 0.014 0.032 -0.080 0.257 -0.034 -0.036 -0.112 1.000 0.113 -0.198 0.014 0.030 -0.020 -0.027 0.056 -0.140 0.017 0.013 0.026 0.023 | -| p4040_p | -0.069 -0.007 0.002 0.016 -0.004 -0.274 -0.039 0.201 0.118 -0.013 -0.231 0.113 1.000 -0.264 0.020 0.165 -0.008 -0.075 0.006 0.282 0.018 -0.005 0.027 0.007 | -| p4040_s | 0.128 -0.017 0.207 0.003 0.010 0.382 -0.081 -0.575 -0.137 -0.028 0.010 -0.198 -0.264 1.000 -0.001 -0.190 0.066 -0.015 0.044 0.077 0.015 0.009 0.005 0.028 | -| Dbar_s | 0.006 0.000 -0.001 -0.004 0.001 0.009 0.017 0.024 0.000 -0.000 0.027 0.014 0.020 -0.001 1.000 0.026 0.025 0.039 0.002 0.003 0.001 0.001 -0.001 0.000 | -| p3770_p | -0.134 0.018 -0.070 0.134 -0.030 -0.249 0.378 0.251 0.292 0.012 0.062 0.030 0.165 -0.190 0.026 1.000 -0.156 0.145 -0.041 -0.098 0.042 -0.035 0.019 0.017 | -| p3770_s | -0.150 -0.004 0.008 0.094 -0.012 -0.235 0.029 0.042 0.199 -0.015 -0.428 -0.020 -0.008 0.066 0.025 -0.156 1.000 -0.001 0.000 -0.012 0.047 -0.015 0.023 0.022 | -| jpsi_p | 0.096 0.049 -0.001 0.087 -0.096 0.210 0.278 0.007 0.264 0.040 0.008 -0.027 -0.075 -0.015 0.039 0.145 -0.001 1.000 -0.128 -0.035 -0.021 -0.102 0.051 -0.016 | -| rho_p | 0.277 -0.372 -0.011 0.122 0.407 0.104 -0.002 -0.014 -0.050 -0.152 -0.015 0.056 0.006 0.044 0.002 -0.041 0.000 -0.128 1.000 0.058 -0.153 0.500 0.001 0.249 | -| p4160_s | 0.150 -0.023 0.339 0.000 0.012 0.292 -0.081 -0.216 -0.089 -0.039 -0.077 -0.140 0.282 0.077 0.003 -0.098 -0.012 -0.035 0.058 1.000 0.032 0.010 0.008 0.038 | -| bplus_0 | -0.101 0.051 0.017 -0.837 -0.128 -0.006 0.038 0.017 0.031 -0.011 -0.003 0.017 0.018 0.015 0.001 0.042 0.047 -0.021 -0.153 0.032 1.000 -0.161 0.000 0.187 | -| omega_s | 0.098 -0.289 -0.013 0.121 0.942 0.024 -0.019 -0.013 -0.046 -0.053 -0.018 0.013 -0.005 0.009 0.001 -0.035 -0.015 -0.102 0.500 0.010 -0.161 1.000 0.001 -0.066 | -| DDstar_s | 0.009 0.001 -0.002 -0.008 0.001 0.000 0.003 0.039 0.029 0.000 0.028 0.026 0.027 0.005 -0.001 0.019 0.023 0.051 0.001 0.008 0.000 0.001 1.000 -0.000 | -| rho_s | 0.081 -0.107 0.017 -0.114 0.043 0.043 0.040 0.002 0.046 -0.104 0.007 0.023 0.007 0.028 0.000 0.017 0.022 -0.016 0.249 0.038 0.187 -0.066 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09232840795888586}), (, {'error': 0.1872561665226753}), (, {'error': 0.19576437837217114}), (, {'error': 0.04243717254477397}), (, {'error': 0.7482893151761276}), (, {'error': 0.22439999245788467}), (, {'error': 0.30060429365444863}), (, {'error': 0.10791540596298344}), (, {'error': 0.32703510789490275}), (, {'error': 0.9762027844440375}), (, {'error': 0.03156594146813241}), (, {'error': 0.2157655792676938}), (, {'error': 0.20808496866932114}), (, {'error': 0.1783400597197079}), (, {'error': 0.015655512531732085}), (, {'error': 0.10549987661239624}), (, {'error': 0.22697588582645833}), (, {'error': 0.02815750179374188}), (, {'error': 0.3198838833419453}), (, {'error': 0.16936112457241081}), (, {'error': 0.021257282088950724}), (, {'error': 3.9681491333641494}), (, {'error': 0.019625403228949595}), (, {'error': 0.34189611254701835})]) -Toy 7/25 -Time taken: 49 min, 32 s -Projected time left: 2 h, 7 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=301 (301 total) | -| EDM = 7.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297105.69632810744 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.34 | 0.06 | | | -2 | 2 | | -| 1 | phi_p | -0.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.32 | 0.17 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.903 | 0.014 | | | -2 | 2 | | -| 4 | omega_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.65 | 0.14 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -4.52 | 0.21 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.26 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 1.69 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.934 | 0.029 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.27 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.27 | 0.20 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.85 | 0.14 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.67 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.21 | 0.21 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 4.639 | 0.024 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.45 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.480 | 0.008 | | | -2 | 2 | | -| 21| omega_s | 7.1 | 2.7 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.298 | 0.015 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.014 -0.111 -0.213 0.142 0.499 0.037 0.043 -0.100 -0.038 -0.051 0.150 0.021 0.018 0.003 -0.004 -0.023 0.047 0.109 0.072 -0.216 0.136 0.012 -0.019 | -| phi_p | 0.014 1.000 0.003 0.004 -0.073 -0.002 0.005 -0.002 0.006 0.601 -0.001 0.001 -0.001 0.003 0.000 -0.002 0.002 -0.017 0.093 0.004 0.025 -0.079 0.001 0.075 | -| p4415_s | -0.111 0.003 1.000 0.132 -0.030 0.196 0.016 -0.038 -0.081 -0.006 0.007 -0.165 0.004 0.138 0.000 -0.060 0.008 -0.014 0.016 0.275 0.112 -0.031 0.002 0.032 | -| bplus_1 | -0.213 0.004 0.132 1.000 0.059 -0.077 0.173 -0.066 0.292 0.007 0.015 -0.066 -0.049 0.052 0.002 0.042 0.044 -0.044 0.011 0.044 -0.477 0.059 0.001 -0.026 | -| omega_p | 0.142 -0.073 -0.030 0.059 1.000 -0.015 -0.051 0.001 -0.096 0.161 -0.030 0.021 0.007 -0.000 0.003 -0.045 -0.009 -0.213 -0.275 0.005 -0.141 0.994 0.009 -0.453 | -| Ctt | 0.499 -0.002 0.196 -0.077 -0.015 1.000 -0.211 -0.321 0.034 -0.015 0.151 -0.057 -0.268 0.223 0.006 -0.121 -0.145 0.217 0.027 0.159 -0.050 -0.016 0.001 0.021 | -| Dbar_p | 0.037 0.005 0.016 0.173 -0.051 -0.211 1.000 -0.041 -0.181 -0.016 -0.048 -0.080 -0.092 -0.074 0.012 0.192 -0.083 0.155 0.042 -0.071 0.157 -0.053 0.016 0.063 | -| p4160_p | 0.043 -0.002 -0.038 -0.066 0.001 -0.321 -0.041 1.000 0.119 -0.005 -0.093 0.247 0.193 -0.428 0.026 0.140 -0.023 -0.025 0.000 -0.076 -0.044 0.001 0.094 -0.008 | -| DDstar_p | -0.100 0.006 -0.081 0.292 -0.096 0.034 -0.181 0.119 1.000 -0.017 -0.051 -0.035 0.057 -0.127 0.002 0.147 0.066 0.105 0.048 -0.091 0.249 -0.098 0.046 0.097 | -| phi_s | -0.038 0.601 -0.006 0.007 0.161 -0.015 -0.016 -0.005 -0.017 1.000 -0.007 -0.009 -0.004 -0.011 0.001 -0.009 -0.015 -0.026 0.031 -0.013 -0.032 0.158 0.002 -0.039 | -| psi2s_p | -0.051 -0.001 0.007 0.015 -0.030 0.151 -0.048 -0.093 -0.051 -0.007 1.000 -0.076 -0.160 -0.058 0.025 0.026 -0.374 -0.041 0.006 -0.090 0.013 -0.030 0.062 0.017 | -| p4415_p | 0.150 0.001 -0.165 -0.066 0.021 -0.057 -0.080 0.247 -0.035 -0.009 -0.076 1.000 0.146 -0.157 0.012 0.048 0.002 -0.020 0.016 -0.123 -0.042 0.020 0.060 -0.007 | -| p4040_p | 0.021 -0.001 0.004 -0.049 0.007 -0.268 -0.092 0.193 0.057 -0.004 -0.160 0.146 1.000 -0.180 0.017 0.120 -0.083 -0.059 0.001 0.321 -0.034 0.007 0.046 -0.009 | -| p4040_s | 0.018 0.003 0.138 0.052 -0.000 0.223 -0.074 -0.428 -0.127 -0.011 -0.058 -0.157 -0.180 1.000 0.003 -0.080 0.104 -0.029 0.024 -0.017 0.053 -0.001 0.027 0.016 | -| Dbar_s | 0.003 0.000 0.000 0.002 0.003 0.006 0.012 0.026 0.002 0.001 0.025 0.012 0.017 0.003 1.000 0.031 0.028 0.041 -0.000 0.003 0.002 0.003 -0.005 -0.001 | -| p3770_p | -0.004 -0.002 -0.060 0.042 -0.045 -0.121 0.192 0.140 0.147 -0.009 0.026 0.048 0.120 -0.080 0.031 1.000 -0.269 0.008 0.008 -0.028 0.053 -0.045 0.051 0.027 | -| p3770_s | -0.023 0.002 0.008 0.044 -0.009 -0.145 -0.083 -0.023 0.066 -0.015 -0.374 0.002 -0.083 0.104 0.028 -0.269 1.000 -0.025 0.022 0.015 0.058 -0.010 0.061 0.015 | -| jpsi_p | 0.047 -0.017 -0.014 -0.044 -0.213 0.217 0.155 -0.025 0.105 -0.026 -0.041 -0.020 -0.059 -0.029 0.041 0.008 -0.025 1.000 -0.007 -0.035 -0.026 -0.211 0.118 0.089 | -| rho_p | 0.109 0.093 0.016 0.011 -0.275 0.027 0.042 0.000 0.048 0.031 0.006 0.016 0.001 0.024 -0.000 0.008 0.022 -0.007 1.000 0.029 0.117 -0.279 -0.001 0.553 | -| p4160_s | 0.072 0.004 0.275 0.044 0.005 0.159 -0.071 -0.076 -0.091 -0.013 -0.090 -0.123 0.321 -0.017 0.003 -0.028 0.015 -0.035 0.029 1.000 0.052 0.003 0.021 0.016 | -| bplus_0 | -0.216 0.025 0.112 -0.477 -0.141 -0.050 0.157 -0.044 0.249 -0.032 0.013 -0.042 -0.034 0.053 0.002 0.053 0.058 -0.026 0.117 0.052 1.000 -0.146 0.000 0.194 | -| omega_s | 0.136 -0.079 -0.031 0.059 0.994 -0.016 -0.053 0.001 -0.098 0.158 -0.030 0.020 0.007 -0.001 0.003 -0.045 -0.010 -0.211 -0.279 0.003 -0.146 1.000 0.009 -0.494 | -| DDstar_s | 0.012 0.001 0.002 0.001 0.009 0.001 0.016 0.094 0.046 0.002 0.062 0.060 0.046 0.027 -0.005 0.051 0.061 0.118 -0.001 0.021 0.000 0.009 1.000 -0.004 | -| rho_s | -0.019 0.075 0.032 -0.026 -0.453 0.021 0.063 -0.008 0.097 -0.039 0.017 -0.007 -0.009 0.016 -0.001 0.027 0.015 0.089 0.553 0.016 0.194 -0.494 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.05625148780415945}), (, {'error': 0.22841116138804196}), (, {'error': 0.1671924314586073}), (, {'error': 0.014307512904333297}), (, {'error': 7.437181923900903}), (, {'error': 0.14156385507915853}), (, {'error': 0.2089156969901902}), (, {'error': 0.07826768032374787}), (, {'error': 0.19289385846086216}), (, {'error': 0.9558801645692458}), (, {'error': 0.028928228404817347}), (, {'error': 0.1445947710107447}), (, {'error': 0.19758995878595265}), (, {'error': 0.14412770660677343}), (, {'error': 0.01121084704922129}), (, {'error': 0.08743365315309393}), (, {'error': 0.2076507235660201}), (, {'error': 0.023578287286692756}), (, {'error': 0.439496019218204}), (, {'error': 0.14119267352030263}), (, {'error': 0.00752590566858391}), (, {'error': 2.694282723533536}), (, {'error': 0.014579972995954815}), (, {'error': 0.3628947199963488})]) -Toy 8/25 -Time taken: 53 min, 31 s -Projected time left: 1 h, 53 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1291 (1291 total) | -| EDM = 6.17E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297205.43274198135 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.41 | 0.07 | | | -2 | 2 | | -| 1 | phi_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.729 | 0.024 | | | -2 | 2 | | -| 4 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.65 | 0.18 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 0.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.17 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 2.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18 | 5 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | 3.79 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.019 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.69 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.11 | 0.26 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 1.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.18 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.424 | 0.014 | | | -2 | 2 | | -| 21| omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.150 -0.107 -0.165 0.002 0.680 -0.101 -0.083 -0.165 -0.161 -0.043 0.120 0.003 -0.006 0.015 -0.068 -0.143 -0.289 0.051 0.164 -0.115 -0.000 0.030 -0.013 | -| phi_p | -0.150 1.000 0.008 -0.043 -0.019 -0.025 0.048 0.001 0.047 0.995 -0.007 -0.026 0.001 0.001 0.003 0.015 -0.006 -0.111 0.042 -0.035 0.047 -0.426 0.000 0.162 | -| p4415_s | -0.107 0.008 1.000 0.136 0.000 0.164 -0.068 -0.072 -0.042 0.009 0.016 -0.144 -0.002 -0.007 -0.021 -0.105 -0.043 -0.093 -0.004 0.354 0.039 -0.007 -0.011 0.023 | -| bplus_1 | -0.165 -0.043 0.136 1.000 -0.002 -0.159 -0.105 -0.001 0.182 -0.042 0.032 -0.004 -0.001 -0.002 -0.065 -0.027 0.014 0.098 0.021 0.060 -0.869 0.064 -0.079 -0.165 | -| omega_p | 0.002 -0.019 0.000 -0.002 1.000 0.000 -0.002 -0.000 -0.001 -0.019 0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 0.003 -0.002 0.001 0.002 -0.071 -0.000 0.020 | -| Ctt | 0.680 -0.025 0.164 -0.159 0.000 1.000 0.236 -0.206 -0.259 -0.030 0.226 0.052 0.005 -0.017 0.084 -0.035 -0.149 -0.262 0.021 0.317 -0.019 -0.020 -0.010 0.010 | -| Dbar_p | -0.101 0.048 -0.068 -0.105 -0.002 0.236 1.000 0.270 -0.307 0.047 0.377 0.114 -0.013 0.013 0.053 0.282 0.376 0.414 0.004 -0.105 -0.024 -0.010 -0.036 -0.024 | -| p4160_p | -0.083 0.001 -0.072 -0.001 -0.000 -0.206 0.270 1.000 0.450 -0.001 0.174 0.375 -0.010 0.029 0.016 0.336 0.301 0.470 0.002 -0.182 0.029 -0.005 0.025 0.001 | -| DDstar_p | -0.165 0.047 -0.042 0.182 -0.001 -0.259 -0.307 0.450 1.000 0.047 0.191 0.262 -0.013 0.014 -0.020 0.195 0.193 0.439 -0.003 -0.029 0.048 -0.027 0.038 0.037 | -| phi_s | -0.161 0.995 0.009 -0.042 -0.019 -0.030 0.047 -0.001 0.047 1.000 -0.008 -0.029 0.001 0.001 0.003 0.015 -0.007 -0.113 0.044 -0.038 0.044 -0.421 0.000 0.158 | -| psi2s_p | -0.043 -0.007 0.016 0.032 0.000 0.226 0.377 0.174 0.191 -0.008 1.000 0.092 -0.003 0.005 0.031 0.237 -0.096 0.352 0.002 -0.032 0.023 -0.004 0.018 0.006 | -| p4415_p | 0.120 -0.026 -0.144 -0.004 0.000 0.052 0.114 0.375 0.262 -0.029 0.092 1.000 -0.009 0.016 0.026 0.177 0.162 0.209 0.010 -0.155 0.041 -0.010 0.044 0.014 | -| p4040_p | 0.003 0.001 -0.002 -0.001 -0.000 0.005 -0.013 -0.010 -0.013 0.001 -0.003 -0.009 1.000 -0.207 -0.002 -0.015 -0.011 -0.016 -0.000 -0.013 -0.002 0.000 -0.001 -0.000 | -| p4040_s | -0.006 0.001 -0.007 -0.002 -0.000 -0.017 0.013 0.029 0.014 0.001 0.005 0.016 -0.207 1.000 -0.000 0.016 0.007 0.018 -0.000 0.008 -0.000 0.000 -0.001 -0.001 | -| Dbar_s | 0.015 0.003 -0.021 -0.065 -0.000 0.084 0.053 0.016 -0.020 0.003 0.031 0.026 -0.002 -0.000 1.000 -0.052 0.023 -0.008 -0.000 0.006 -0.022 0.005 -0.010 -0.014 | -| p3770_p | -0.068 0.015 -0.105 -0.027 -0.000 -0.035 0.282 0.336 0.195 0.015 0.237 0.177 -0.015 0.016 -0.052 1.000 0.021 0.280 -0.004 -0.092 0.008 -0.000 -0.032 -0.007 | -| p3770_s | -0.143 -0.006 -0.043 0.014 -0.000 -0.149 0.376 0.301 0.193 -0.007 -0.096 0.162 -0.011 0.007 0.023 0.021 1.000 0.402 0.002 -0.023 0.046 -0.003 -0.009 -0.000 | -| jpsi_p | -0.289 -0.111 -0.093 0.098 0.003 -0.262 0.414 0.470 0.439 -0.113 0.352 0.209 -0.016 0.018 -0.008 0.280 0.402 1.000 -0.007 -0.138 0.056 0.040 0.026 -0.013 | -| rho_p | 0.051 0.042 -0.004 0.021 -0.002 0.021 0.004 0.002 -0.003 0.044 0.002 0.010 -0.000 -0.000 -0.000 -0.004 0.002 -0.007 1.000 0.010 -0.020 0.062 0.001 0.040 | -| p4160_s | 0.164 -0.035 0.354 0.060 0.001 0.317 -0.105 -0.182 -0.029 -0.038 -0.032 -0.155 -0.013 0.008 0.006 -0.092 -0.023 -0.138 0.010 1.000 0.063 -0.012 0.016 0.030 | -| bplus_0 | -0.115 0.047 0.039 -0.869 0.002 -0.019 -0.024 0.029 0.048 0.044 0.023 0.041 -0.002 -0.000 -0.022 0.008 0.046 0.056 -0.020 0.063 1.000 -0.083 -0.022 0.222 | -| omega_s | -0.000 -0.426 -0.007 0.064 -0.071 -0.020 -0.010 -0.005 -0.027 -0.421 -0.004 -0.010 0.000 0.000 0.005 -0.000 -0.003 0.040 0.062 -0.012 -0.083 1.000 0.005 -0.446 | -| DDstar_s | 0.030 0.000 -0.011 -0.079 -0.000 -0.010 -0.036 0.025 0.038 0.000 0.018 0.044 -0.001 -0.001 -0.010 -0.032 -0.009 0.026 0.001 0.016 -0.022 0.005 1.000 -0.016 | -| rho_s | -0.013 0.162 0.023 -0.165 0.020 0.010 -0.024 0.001 0.037 0.158 0.006 0.014 -0.000 -0.001 -0.014 -0.007 -0.000 -0.013 0.040 0.030 0.222 -0.446 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07016665296937508}), (, {'error': 7.797055904612741}), (, {'error': 0.19147248083986457}), (, {'error': 0.024019592834658043}), (, {'error': 0.0921040006556888}), (, {'error': 0.17665447250190303}), (, {'error': 0.46170041017949925}), (, {'error': 0.10905324566601937}), (, {'error': 0.4779085791301396}), (, {'error': 5.298627898362527}), (, {'error': 0.034949438938268074}), (, {'error': 0.1621021448654929}), (, {'error': 8.498836267396204}), (, {'error': 0.01943344111329658}), (, {'error': 0.046091169831679324}), (, {'error': 0.139765457919667}), (, {'error': 0.25746076941249774}), (, {'error': 0.035750667609710796}), (, {'error': 0.11937612347337767}), (, {'error': 0.15663854462892068}), (, {'error': 0.013831838113997685}), (, {'error': 0.9228728900368646}), (, {'error': 0.043369608227063594}), (, {'error': 0.333300678270104})]) -Toy 9/25 -Time taken: 1 h, 41 s -Projected time left: 1 h, 47 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1711 (1711 total) | -| EDM = 5.78E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297268.65510310326 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.61 | 0.10 | | | -2 | 2 | | -| 1 | phi_p | 0.28 | 1.06 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.29 | 0.21 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 4 | omega_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.31 | 0.24 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -2.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17 | 6 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.84 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -3.45 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.08 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.73 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.88 | 0.25 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -4.53 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.77 | 0.31 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.493 | 0.021 | | | -2 | 2 | | -| 21| omega_s | 5.4 | 1.5 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.30 | 0.31 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.045 0.302 -0.139 0.015 0.804 0.068 -0.002 -0.028 -0.062 0.101 -0.058 0.055 0.211 0.016 -0.026 -0.164 -0.328 0.264 -0.004 -0.143 0.046 0.013 -0.163 | -| phi_p | -0.045 1.000 -0.020 0.004 0.124 -0.007 0.008 0.000 0.002 0.981 -0.016 0.004 -0.023 0.003 0.000 -0.015 -0.019 -0.081 0.079 -0.000 -0.008 -0.014 -0.000 0.087 | -| p4415_s | 0.302 -0.020 1.000 -0.171 0.004 0.127 0.136 0.001 0.198 -0.028 0.018 -0.159 0.079 -0.208 0.016 0.144 0.074 0.073 0.093 0.010 0.030 0.014 0.010 -0.053 | -| bplus_1 | -0.139 0.004 -0.171 1.000 0.049 -0.246 -0.131 0.002 -0.155 0.012 -0.075 0.025 -0.100 0.035 -0.022 -0.094 -0.032 -0.003 -0.088 -0.004 -0.914 0.094 -0.025 -0.189 | -| omega_p | 0.015 0.124 0.004 0.049 1.000 0.000 0.010 -0.000 0.011 0.131 0.001 -0.001 0.004 -0.005 0.000 -0.002 0.002 -0.010 -0.076 0.000 -0.056 0.742 0.001 -0.054 | -| Ctt | 0.804 -0.007 0.127 -0.246 0.000 1.000 0.298 -0.001 -0.157 -0.017 0.271 -0.041 -0.005 0.401 0.029 -0.042 -0.224 -0.386 0.150 -0.010 0.021 0.008 0.002 -0.061 | -| Dbar_p | 0.068 0.008 0.136 -0.131 0.010 0.298 1.000 -0.005 -0.060 0.005 0.341 -0.022 0.302 -0.170 0.022 0.242 0.333 0.333 0.014 0.008 0.007 0.014 -0.001 -0.033 | -| p4160_p | -0.002 0.000 0.001 0.002 -0.000 -0.001 -0.005 1.000 -0.006 0.000 -0.000 0.000 -0.004 0.010 -0.000 -0.004 -0.003 -0.004 -0.001 -0.001 -0.000 -0.000 -0.000 0.001 | -| DDstar_p | -0.028 0.002 0.198 -0.155 0.011 -0.157 -0.060 -0.006 1.000 -0.001 0.202 -0.029 0.354 -0.205 -0.004 0.159 0.205 0.483 -0.011 0.012 0.002 0.016 0.008 -0.034 | -| phi_s | -0.062 0.981 -0.028 0.012 0.131 -0.017 0.005 0.000 -0.001 1.000 -0.019 0.005 -0.029 0.001 0.000 -0.015 -0.021 -0.084 0.081 -0.000 -0.014 0.001 -0.000 0.073 | -| psi2s_p | 0.101 -0.016 0.018 -0.075 0.001 0.271 0.341 -0.000 0.202 -0.019 1.000 -0.005 0.013 0.076 0.006 0.161 -0.247 0.196 0.029 0.002 0.007 0.005 0.002 -0.023 | -| p4415_p | -0.058 0.004 -0.159 0.025 -0.001 -0.041 -0.022 0.000 -0.029 0.005 -0.005 1.000 -0.018 0.026 -0.003 -0.019 -0.008 -0.002 -0.019 -0.002 -0.006 -0.002 -0.002 0.009 | -| p4040_p | 0.055 -0.023 0.079 -0.100 0.004 -0.005 0.302 -0.004 0.354 -0.029 0.013 -0.018 1.000 -0.286 0.011 0.214 0.253 0.282 0.051 -0.000 0.033 0.011 0.003 -0.039 | -| p4040_s | 0.211 0.003 -0.208 0.035 -0.005 0.401 -0.170 0.010 -0.205 0.001 0.076 0.026 -0.286 1.000 0.002 -0.240 -0.129 -0.297 0.050 -0.012 0.010 -0.006 0.004 0.004 | -| Dbar_s | 0.016 0.000 0.016 -0.022 0.000 0.029 0.022 -0.000 -0.004 0.000 0.006 -0.003 0.011 0.002 1.000 -0.035 -0.002 -0.018 -0.004 -0.000 -0.004 0.001 -0.001 -0.002 | -| p3770_p | -0.026 -0.015 0.144 -0.094 -0.002 -0.042 0.242 -0.004 0.159 -0.015 0.161 -0.019 0.214 -0.240 -0.035 1.000 -0.071 0.185 -0.030 0.008 0.019 -0.001 -0.018 -0.003 | -| p3770_s | -0.164 -0.019 0.074 -0.032 0.002 -0.224 0.333 -0.003 0.205 -0.021 -0.247 -0.008 0.253 -0.129 -0.002 -0.071 1.000 0.358 -0.000 0.008 0.036 0.006 -0.008 -0.015 | -| jpsi_p | -0.328 -0.081 0.073 -0.003 -0.010 -0.386 0.333 -0.004 0.483 -0.084 0.196 -0.002 0.282 -0.297 -0.018 0.185 0.358 1.000 -0.028 0.013 0.030 -0.001 -0.005 -0.015 | -| rho_p | 0.264 0.079 0.093 -0.088 -0.076 0.150 0.014 -0.001 -0.011 0.081 0.029 -0.019 0.051 0.050 -0.004 -0.030 -0.000 -0.028 1.000 -0.001 0.091 -0.046 -0.003 0.082 | -| p4160_s | -0.004 -0.000 0.010 -0.004 0.000 -0.010 0.008 -0.001 0.012 -0.000 0.002 -0.002 -0.000 -0.012 -0.000 0.008 0.008 0.013 -0.001 1.000 0.000 0.000 -0.000 -0.001 | -| bplus_0 | -0.143 -0.008 0.030 -0.914 -0.056 0.021 0.007 -0.000 0.002 -0.014 0.007 -0.006 0.033 0.010 -0.004 0.019 0.036 0.030 0.091 0.000 1.000 -0.108 -0.002 0.236 | -| omega_s | 0.046 -0.014 0.014 0.094 0.742 0.008 0.014 -0.000 0.016 0.001 0.005 -0.002 0.011 -0.006 0.001 -0.001 0.006 -0.001 -0.046 0.000 -0.108 1.000 0.001 -0.410 | -| DDstar_s | 0.013 -0.000 0.010 -0.025 0.001 0.002 -0.001 -0.000 0.008 -0.000 0.002 -0.002 0.003 0.004 -0.001 -0.018 -0.008 -0.005 -0.003 -0.000 -0.002 0.001 1.000 -0.003 | -| rho_s | -0.163 0.087 -0.053 -0.189 -0.054 -0.061 -0.033 0.001 -0.034 0.073 -0.023 0.009 -0.039 0.004 -0.002 -0.003 -0.015 -0.015 0.082 -0.001 0.236 -0.410 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10259845772565035}), (, {'error': 1.0641691937569777}), (, {'error': 0.20622187525343683}), (, {'error': 0.03800474712569912}), (, {'error': 0.3789281097548347}), (, {'error': 0.23904943040888338}), (, {'error': 0.3473982553129531}), (, {'error': 0.01081674781157993}), (, {'error': 0.3285925196016237}), (, {'error': 5.501387902970621}), (, {'error': 0.03453144539913122}), (, {'error': 0.1150823253369917}), (, {'error': 0.15117650353337742}), (, {'error': 0.18457546559389143}), (, {'error': 0.016638671619841505}), (, {'error': 0.1047984016871153}), (, {'error': 0.2463394797090661}), (, {'error': 0.03431884879610614}), (, {'error': 0.3089548207523021}), (, {'error': 0.01010182128863718}), (, {'error': 0.020513100271360996}), (, {'error': 1.5186102789282856}), (, {'error': 0.01287498373915319}), (, {'error': 0.307468917447486})]) -Toy 10/25 -Time taken: 1 h, 9 min -Projected time left: 1 h, 43 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1441 (1441 total) | -| EDM = 0.000171 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297432.0487913632 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.21 | 0.08 | | | -2 | 2 | | -| 1 | phi_p | 5.84 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.04 | 0.19 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.79 | 0.03 | | | -2 | 2 | | -| 4 | omega_p | 6.17 | 0.29 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.55 | 0.19 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 2.15 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -1.89 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 2.14 | 0.26 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.0 | 1.4 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.952 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.35 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.005 | 0.038 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.94 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 4.658 | 0.027 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.49 | 0.15 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.418 | 0.017 | | | -2 | 2 | | -| 21| omega_s | 4.9 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.015 -0.148 -0.274 0.009 0.721 -0.072 -0.041 -0.209 -0.107 -0.032 0.207 0.001 -0.006 0.006 -0.109 -0.107 0.087 0.249 0.155 -0.015 0.053 0.010 -0.105 | -| phi_p | -0.015 1.000 0.002 0.016 0.020 -0.017 0.001 -0.003 0.005 0.692 -0.003 -0.006 0.000 -0.000 0.000 -0.002 -0.002 -0.022 0.162 -0.005 -0.004 0.036 0.000 -0.028 | -| p4415_s | -0.148 0.002 1.000 0.144 -0.002 0.135 0.059 -0.056 0.007 0.005 0.057 -0.136 -0.004 -0.006 -0.002 -0.054 0.007 -0.005 -0.007 0.353 0.002 -0.010 -0.002 0.025 | -| bplus_1 | -0.274 0.016 0.144 1.000 0.027 -0.169 0.188 0.027 0.320 0.041 0.069 -0.058 -0.000 -0.000 -0.005 0.106 0.066 0.089 -0.016 0.028 -0.863 0.108 -0.010 -0.234 | -| omega_p | 0.009 0.020 -0.002 0.027 1.000 0.000 -0.003 -0.001 -0.005 0.026 -0.002 0.001 -0.000 -0.000 0.000 -0.004 -0.001 -0.012 -0.079 -0.000 -0.032 0.360 0.000 -0.050 | -| Ctt | 0.721 -0.017 0.135 -0.169 0.000 1.000 -0.265 -0.320 -0.082 -0.052 0.133 0.084 0.012 -0.031 0.013 -0.218 -0.251 0.211 0.095 0.325 -0.030 0.012 0.003 -0.035 | -| Dbar_p | -0.072 0.001 0.059 0.188 -0.003 -0.265 1.000 0.066 -0.052 -0.011 0.018 -0.065 0.003 0.002 0.012 0.337 0.028 0.265 0.035 -0.043 0.021 -0.012 0.004 0.034 | -| p4160_p | -0.041 -0.003 -0.056 0.027 -0.001 -0.320 0.066 1.000 0.245 -0.012 -0.141 0.213 -0.002 0.032 0.022 0.222 0.075 0.017 0.018 -0.181 0.030 -0.005 0.030 0.010 | -| DDstar_p | -0.209 0.005 0.007 0.320 -0.005 -0.082 -0.052 0.245 1.000 0.006 0.059 -0.017 -0.005 0.013 0.001 0.242 0.173 0.251 0.006 -0.054 -0.002 -0.024 0.015 0.063 | -| phi_s | -0.107 0.692 0.005 0.041 0.026 -0.052 -0.011 -0.012 0.006 1.000 -0.006 -0.032 0.001 -0.000 -0.000 0.000 -0.014 0.007 0.159 -0.032 -0.038 0.076 -0.000 -0.044 | -| psi2s_p | -0.032 -0.003 0.057 0.069 -0.002 0.133 0.018 -0.141 0.059 -0.006 1.000 -0.099 0.014 -0.014 0.023 0.039 -0.432 -0.022 0.009 -0.032 -0.004 -0.006 0.021 0.013 | -| p4415_p | 0.207 -0.006 -0.136 -0.058 0.001 0.084 -0.065 0.213 -0.017 -0.032 -0.099 1.000 -0.004 0.015 0.011 0.023 0.010 -0.014 0.066 -0.143 0.024 0.008 0.019 -0.017 | -| p4040_p | 0.001 0.000 -0.004 -0.000 -0.000 0.012 0.003 -0.002 -0.005 0.001 0.014 -0.004 1.000 -0.371 -0.001 -0.008 0.001 0.004 -0.002 -0.020 -0.001 -0.000 -0.001 0.000 | -| p4040_s | -0.006 -0.000 -0.006 -0.000 -0.000 -0.031 0.002 0.032 0.013 -0.000 -0.014 0.015 -0.371 1.000 0.001 0.018 -0.004 -0.002 -0.000 0.024 0.001 -0.000 0.001 0.000 | -| Dbar_s | 0.006 0.000 -0.002 -0.005 0.000 0.013 0.012 0.022 0.001 -0.000 0.023 0.011 -0.001 0.001 1.000 0.018 0.017 0.029 0.000 0.002 0.001 0.000 -0.001 -0.001 | -| p3770_p | -0.109 -0.002 -0.054 0.106 -0.004 -0.218 0.337 0.222 0.242 0.000 0.039 0.023 -0.008 0.018 0.018 1.000 -0.180 0.103 -0.010 -0.089 0.027 -0.017 0.010 0.036 | -| p3770_s | -0.107 -0.002 0.007 0.066 -0.001 -0.251 0.028 0.075 0.173 -0.014 -0.432 0.010 0.001 -0.004 0.017 -0.180 1.000 -0.010 0.023 0.026 0.045 -0.005 0.012 0.013 | -| jpsi_p | 0.087 -0.022 -0.005 0.089 -0.012 0.211 0.265 0.017 0.251 0.007 -0.022 -0.014 0.004 -0.002 0.029 0.103 -0.010 1.000 -0.081 -0.014 -0.064 -0.043 0.032 0.065 | -| rho_p | 0.249 0.162 -0.007 -0.016 -0.079 0.095 0.035 0.018 0.006 0.159 0.009 0.066 -0.002 -0.000 0.000 -0.010 0.023 -0.081 1.000 0.071 0.048 0.170 -0.000 0.046 | -| p4160_s | 0.155 -0.005 0.353 0.028 -0.000 0.325 -0.043 -0.181 -0.054 -0.032 -0.032 -0.143 -0.020 0.024 0.002 -0.089 0.026 -0.014 0.071 1.000 0.030 0.003 0.006 -0.002 | -| bplus_0 | -0.015 -0.004 0.002 -0.863 -0.032 -0.030 0.021 0.030 -0.002 -0.038 -0.004 0.024 -0.001 0.001 0.001 0.027 0.045 -0.064 0.048 0.030 1.000 -0.132 0.001 0.310 | -| omega_s | 0.053 0.036 -0.010 0.108 0.360 0.012 -0.012 -0.005 -0.024 0.076 -0.006 0.008 -0.000 -0.000 0.000 -0.017 -0.005 -0.043 0.170 0.003 -0.132 1.000 0.000 -0.523 | -| DDstar_s | 0.010 0.000 -0.002 -0.010 0.000 0.003 0.004 0.030 0.015 -0.000 0.021 0.019 -0.001 0.001 -0.001 0.010 0.012 0.032 -0.000 0.006 0.001 0.000 1.000 -0.001 | -| rho_s | -0.105 -0.028 0.025 -0.234 -0.050 -0.035 0.034 0.010 0.063 -0.044 0.013 -0.017 0.000 0.000 -0.001 0.036 0.013 0.065 0.046 -0.002 0.310 -0.523 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0758646654204228}), (, {'error': 0.2504134113152965}), (, {'error': 0.1879641662303579}), (, {'error': 0.03432662823050159}), (, {'error': 0.28663403910213336}), (, {'error': 0.19067974111479774}), (, {'error': 0.2534123185377517}), (, {'error': 0.08031027387233935}), (, {'error': 0.26306108746401247}), (, {'error': 1.4102023173321347}), (, {'error': 0.030467321827355676}), (, {'error': 0.19289856071478328}), (, {'error': 8.566571569314615}), (, {'error': 0.03780599267204825}), (, {'error': 0.011065922076738871}), (, {'error': 0.10422313348725187}), (, {'error': 0.23024707582909576}), (, {'error': 0.027393092980519285}), (, {'error': 0.34219953038881634}), (, {'error': 0.150814008692856}), (, {'error': 0.01680931325589463}), (, {'error': 1.0726652718567382}), (, {'error': 0.012399812263957116}), (, {'error': 0.32722231671506974})]) -Toy 11/25 -Time taken: 1 h, 16 min -Projected time left: 1 h, 37 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1435 (1435 total) | -| EDM = 1.01E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297251.50023163896 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.21 | 0.08 | | | -2 | 2 | | -| 1 | phi_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.14 | 0.19 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.83 | 0.04 | | | -2 | 2 | | -| 4 | omega_p | -6.2 | 1.7 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.24 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.5 | 2.1 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.04 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.86 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.35 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.85 | 0.09 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.47 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 4.635 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 6.04 | 0.25 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.06 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.443 | 0.018 | | | -2 | 2 | | -| 21| omega_s | 5.2 | 3.1 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.043 -0.038 -0.326 0.056 0.681 -0.084 -0.041 -0.296 -0.079 0.010 0.206 -0.075 0.121 0.003 -0.128 -0.080 0.111 0.243 0.127 -0.011 0.063 0.001 -0.013 | -| phi_p | -0.043 1.000 -0.004 -0.001 0.096 -0.014 -0.005 -0.011 0.002 0.932 -0.012 -0.015 -0.013 -0.010 0.001 -0.008 -0.013 -0.048 -0.043 -0.012 -0.001 0.029 0.002 0.011 | -| p4415_s | -0.038 -0.004 1.000 0.092 -0.007 0.213 0.011 -0.014 -0.064 -0.008 0.014 -0.156 0.001 0.165 -0.000 -0.073 0.016 -0.021 0.018 0.286 0.018 -0.008 -0.001 0.022 | -| bplus_1 | -0.326 -0.001 0.092 1.000 0.102 -0.179 0.190 -0.006 0.416 0.014 0.011 -0.129 0.016 -0.007 0.002 0.158 0.062 0.059 0.047 0.003 -0.805 0.123 0.004 -0.170 | -| omega_p | 0.056 0.096 -0.007 0.102 1.000 0.011 -0.020 -0.007 -0.045 0.129 -0.008 0.011 -0.007 0.005 0.000 -0.032 -0.009 -0.070 0.045 0.003 -0.151 0.879 0.000 -0.317 | -| Ctt | 0.681 -0.014 0.213 -0.179 0.011 1.000 -0.334 -0.335 -0.096 -0.029 0.216 -0.046 -0.291 0.357 0.001 -0.241 -0.117 0.237 0.096 0.294 -0.013 0.013 -0.006 0.002 | -| Dbar_p | -0.084 -0.005 0.011 0.190 -0.020 -0.334 1.000 -0.033 -0.137 -0.009 -0.069 -0.109 -0.067 -0.083 0.027 0.303 -0.076 0.163 0.014 -0.072 0.023 -0.024 0.006 0.047 | -| p4160_p | -0.041 -0.011 -0.014 -0.006 -0.007 -0.335 -0.033 1.000 0.195 -0.012 -0.162 0.272 0.259 -0.558 0.032 0.194 -0.026 -0.044 -0.001 -0.223 0.020 -0.007 0.052 0.006 | -| DDstar_p | -0.296 0.002 -0.064 0.416 -0.045 -0.096 -0.137 0.195 1.000 0.004 -0.025 -0.028 0.157 -0.146 0.001 0.306 0.154 0.159 -0.023 -0.107 0.009 -0.053 0.042 0.084 | -| phi_s | -0.079 0.932 -0.008 0.014 0.129 -0.029 -0.009 -0.012 0.004 1.000 -0.012 -0.022 -0.015 -0.018 0.001 -0.008 -0.018 -0.037 -0.022 -0.022 -0.020 0.071 0.001 -0.016 | -| psi2s_p | 0.010 -0.012 0.014 0.011 -0.008 0.216 -0.069 -0.162 -0.025 -0.012 1.000 -0.101 -0.230 0.008 0.028 -0.037 -0.381 -0.030 -0.002 -0.043 -0.008 -0.007 0.029 0.004 | -| p4415_p | 0.206 -0.015 -0.156 -0.129 0.011 -0.046 -0.109 0.272 -0.028 -0.022 -0.101 1.000 0.134 -0.240 0.016 0.046 -0.024 -0.025 0.045 -0.262 0.016 0.013 0.033 -0.009 | -| p4040_p | -0.075 -0.013 0.001 0.016 -0.007 -0.291 -0.067 0.259 0.157 -0.015 -0.230 0.134 1.000 -0.250 0.031 0.168 -0.058 -0.089 0.003 0.234 0.025 -0.007 0.043 0.008 | -| p4040_s | 0.121 -0.010 0.165 -0.007 0.005 0.357 -0.083 -0.558 -0.146 -0.018 0.008 -0.240 -0.250 1.000 -0.003 -0.154 0.107 -0.012 0.048 0.169 0.020 0.005 0.002 0.010 | -| Dbar_s | 0.003 0.001 -0.000 0.002 0.000 0.001 0.027 0.032 0.001 0.001 0.028 0.016 0.031 -0.003 1.000 0.046 0.025 0.054 0.001 0.001 0.001 0.000 -0.002 0.001 | -| p3770_p | -0.128 -0.008 -0.073 0.158 -0.032 -0.241 0.303 0.194 0.306 -0.008 -0.037 0.046 0.168 -0.154 0.046 1.000 -0.258 0.050 -0.018 -0.100 0.039 -0.036 0.038 0.046 | -| p3770_s | -0.080 -0.013 0.016 0.062 -0.009 -0.117 -0.076 -0.026 0.154 -0.018 -0.381 -0.024 -0.058 0.107 0.025 -0.258 1.000 -0.025 0.019 0.024 0.044 -0.011 0.028 0.022 | -| jpsi_p | 0.111 -0.048 -0.021 0.059 -0.070 0.237 0.163 -0.044 0.159 -0.037 -0.030 -0.025 -0.089 -0.012 0.054 0.050 -0.025 1.000 -0.091 -0.031 -0.050 -0.072 0.067 0.031 | -| rho_p | 0.243 -0.043 0.018 0.047 0.045 0.096 0.014 -0.001 -0.023 -0.022 -0.002 0.045 0.003 0.048 0.001 -0.018 0.019 -0.091 1.000 0.056 -0.050 0.190 -0.000 0.154 | -| p4160_s | 0.127 -0.012 0.286 0.003 0.003 0.294 -0.072 -0.223 -0.107 -0.022 -0.043 -0.262 0.234 0.169 0.001 -0.100 0.024 -0.031 0.056 1.000 0.031 0.002 0.005 0.017 | -| bplus_0 | -0.011 -0.001 0.018 -0.805 -0.151 -0.013 0.023 0.020 0.009 -0.020 -0.008 0.016 0.025 0.020 0.001 0.039 0.044 -0.050 -0.050 0.031 1.000 -0.185 0.000 0.288 | -| omega_s | 0.063 0.029 -0.008 0.123 0.879 0.013 -0.024 -0.007 -0.053 0.071 -0.007 0.013 -0.007 0.005 0.000 -0.036 -0.011 -0.072 0.190 0.002 -0.185 1.000 -0.000 -0.461 | -| DDstar_s | 0.001 0.002 -0.001 0.004 0.000 -0.006 0.006 0.052 0.042 0.001 0.029 0.033 0.043 0.002 -0.002 0.038 0.028 0.067 -0.000 0.005 0.000 -0.000 1.000 0.001 | -| rho_s | -0.013 0.011 0.022 -0.170 -0.317 0.002 0.047 0.006 0.084 -0.016 0.004 -0.009 0.008 0.010 0.001 0.046 0.022 0.031 0.154 0.017 0.288 -0.461 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08263211503875978}), (, {'error': 0.5175655188246826}), (, {'error': 0.18945168961938952}), (, {'error': 0.039529398867981014}), (, {'error': 1.6645776696310497}), (, {'error': 0.21304633973986586}), (, {'error': 0.31817527480000196}), (, {'error': 0.10642795518294301}), (, {'error': 0.35405170816773257}), (, {'error': 2.1253718464302285}), (, {'error': 0.03172187919699798}), (, {'error': 0.18729675807374724}), (, {'error': 0.13843135254128303}), (, {'error': 0.17050173536031354}), (, {'error': 0.01883563756599213}), (, {'error': 0.09220296945653228}), (, {'error': 0.22994468375353083}), (, {'error': 0.026175776853260224}), (, {'error': 0.2497786195888967}), (, {'error': 0.17110543903745734}), (, {'error': 0.01833334862806857}), (, {'error': 3.0867246881028194}), (, {'error': 0.02407214900116858}), (, {'error': 0.34374229296154857})]) -Toy 12/25 -Time taken: 1 h, 24 min -Projected time left: 1 h, 31 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.987E+05 | Ncalls=516 (527 total) | -| EDM = 4.19E+03 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298740.9477569418 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.32 | 0.06 | | | -2 | 2 | | -| 1 | phi_p | 3 | 11 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.715 | 0.005 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.264 | 0.007 | | | -2 | 2 | | -| 4 | omega_p | -0.64 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.276 | 0.012 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 1.09 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 3.730 | 0.022 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 4.50 | 0.06 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.78 | 0.12 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 2.052 | 0.007 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | 4.882 | 0.018 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.312 | 0.022 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.645 | 0.004 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 2.565E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 15| p3770_p | 2.730 | 0.025 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 1.518 | 0.007 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.577 | 0.009 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.22 | 0.33 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.274 | 0.008 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.168 | 0.004 | | | -2 | 2 | | -| 21| omega_s | 7.346 | 0.013 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -2.179E-1 | 0.011E-1 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.933 | 0.003 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.996 0.113 0.985 0.958 0.789 -0.900 0.686 -0.928 -0.980 0.427 0.318 0.561 0.079 0.207 0.425 -0.004 0.784 0.993 0.070 0.980 0.053 -0.144 -0.064 | -| phi_p | 0.996 1.000 0.114 0.990 0.962 0.793 -0.904 0.690 -0.932 -0.984 0.429 0.320 0.564 0.079 0.208 0.427 -0.004 0.786 0.997 0.070 0.984 0.053 -0.145 -0.064 | -| p4415_s | 0.113 0.114 1.000 0.112 0.110 0.091 -0.103 0.079 -0.106 -0.112 0.048 0.039 0.065 0.009 0.024 0.049 -0.000 0.090 0.113 0.008 0.111 0.006 -0.016 -0.007 | -| bplus_1 | 0.985 0.990 0.112 1.000 0.952 0.785 -0.894 0.681 -0.921 -0.973 0.423 0.317 0.558 0.078 0.206 0.422 -0.004 0.780 0.986 0.069 0.972 0.053 -0.143 -0.064 | -| omega_p | 0.958 0.962 0.110 0.952 1.000 0.763 -0.870 0.663 -0.896 -0.946 0.412 0.308 0.542 0.076 0.200 0.410 -0.004 0.756 0.958 0.068 0.946 0.051 -0.140 -0.062 | -| Ctt | 0.789 0.793 0.091 0.785 0.763 1.000 -0.716 0.546 -0.738 -0.780 0.340 0.252 0.444 0.063 0.165 0.336 -0.003 0.626 0.790 0.057 0.781 0.042 -0.115 -0.051 | -| Dbar_p | -0.900 -0.904 -0.103 -0.894 -0.870 -0.716 1.000 -0.621 0.841 0.889 -0.383 -0.288 -0.507 -0.071 -0.193 -0.383 0.004 -0.712 -0.901 -0.064 -0.889 -0.048 0.131 0.058 | -| p4160_p | 0.686 0.690 0.079 0.681 0.663 0.546 -0.621 1.000 -0.640 -0.678 0.290 0.217 0.391 0.053 0.143 0.293 -0.003 0.544 0.687 0.058 0.677 0.037 -0.100 -0.044 | -| DDstar_p | -0.928 -0.932 -0.106 -0.921 -0.896 -0.738 0.841 -0.640 1.000 0.916 -0.397 -0.298 -0.525 -0.073 -0.194 -0.396 0.004 -0.734 -0.928 -0.065 -0.915 -0.050 0.142 0.060 | -| phi_s | -0.980 -0.984 -0.112 -0.973 -0.946 -0.780 0.889 -0.678 0.916 1.000 -0.422 -0.315 -0.554 -0.078 -0.205 -0.420 0.004 -0.773 -0.980 -0.069 -0.968 -0.052 0.143 0.063 | -| psi2s_p | 0.427 0.429 0.048 0.423 0.412 0.340 -0.383 0.290 -0.397 -0.422 1.000 0.136 0.236 0.033 0.090 0.169 -0.004 0.336 0.427 0.029 0.419 0.023 -0.063 -0.028 | -| p4415_p | 0.318 0.320 0.039 0.317 0.308 0.252 -0.288 0.217 -0.298 -0.315 0.136 1.000 0.181 0.025 0.067 0.136 -0.001 0.253 0.319 0.021 0.315 0.017 -0.047 -0.021 | -| p4040_p | 0.561 0.564 0.065 0.558 0.542 0.444 -0.507 0.391 -0.525 -0.554 0.236 0.181 1.000 0.048 0.117 0.237 -0.003 0.445 0.562 0.042 0.555 0.030 -0.083 -0.036 | -| p4040_s | 0.079 0.079 0.009 0.078 0.076 0.063 -0.071 0.053 -0.073 -0.078 0.033 0.025 0.048 1.000 0.016 0.034 -0.000 0.062 0.079 0.005 0.077 0.004 -0.011 -0.005 | -| Dbar_s | 0.207 0.208 0.024 0.206 0.200 0.165 -0.193 0.143 -0.194 -0.205 0.090 0.067 0.117 0.016 1.000 0.089 -0.001 0.165 0.208 0.014 0.205 0.011 -0.030 -0.013 | -| p3770_p | 0.425 0.427 0.049 0.422 0.410 0.336 -0.383 0.293 -0.396 -0.420 0.169 0.136 0.237 0.034 0.089 1.000 0.013 0.337 0.425 0.030 0.419 0.023 -0.062 -0.027 | -| p3770_s | -0.004 -0.004 -0.000 -0.004 -0.004 -0.003 0.004 -0.003 0.004 0.004 -0.004 -0.001 -0.003 -0.000 -0.001 0.013 1.000 -0.003 -0.004 -0.000 -0.004 -0.000 0.001 0.000 | -| jpsi_p | 0.784 0.786 0.090 0.780 0.756 0.626 -0.712 0.544 -0.734 -0.773 0.336 0.253 0.445 0.062 0.165 0.337 -0.003 1.000 0.783 0.055 0.776 0.042 -0.116 -0.051 | -| rho_p | 0.993 0.997 0.113 0.986 0.958 0.790 -0.901 0.687 -0.928 -0.980 0.427 0.319 0.562 0.079 0.208 0.425 -0.004 0.783 1.000 0.070 0.981 0.053 -0.145 -0.064 | -| p4160_s | 0.070 0.070 0.008 0.069 0.068 0.057 -0.064 0.058 -0.065 -0.069 0.029 0.021 0.042 0.005 0.014 0.030 -0.000 0.055 0.070 1.000 0.068 0.004 -0.010 -0.005 | -| bplus_0 | 0.980 0.984 0.111 0.972 0.946 0.781 -0.889 0.677 -0.915 -0.968 0.419 0.315 0.555 0.077 0.205 0.419 -0.004 0.776 0.981 0.068 1.000 0.052 -0.142 -0.063 | -| omega_s | 0.053 0.053 0.006 0.053 0.051 0.042 -0.048 0.037 -0.050 -0.052 0.023 0.017 0.030 0.004 0.011 0.023 -0.000 0.042 0.053 0.004 0.052 1.000 -0.008 -0.003 | -| DDstar_s | -0.144 -0.145 -0.016 -0.143 -0.140 -0.115 0.131 -0.100 0.142 0.143 -0.063 -0.047 -0.083 -0.011 -0.030 -0.062 0.001 -0.116 -0.145 -0.010 -0.142 -0.008 1.000 0.009 | -| rho_s | -0.064 -0.064 -0.007 -0.064 -0.062 -0.051 0.058 -0.044 0.060 0.063 -0.028 -0.021 -0.036 -0.005 -0.013 -0.027 0.000 -0.051 -0.064 -0.005 -0.063 -0.003 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.06256746263723645}), (, {'error': 10.985911503482782}), (, {'error': 0.005291031268738533}), (, {'error': 0.006872598814304132}), (, {'error': 0.12768747653662738}), (, {'error': 0.012375299591492306}), (, {'error': 0.044636221424433575}), (, {'error': 0.021884538512286333}), (, {'error': 0.059504475489553954}), (, {'error': 0.11863584123300264}), (, {'error': 0.007096227128879917}), (, {'error': 0.017890208190119772}), (, {'error': 0.02180998258838951}), (, {'error': 0.004060009738807158}), (, {'error': 0.0008164452580586845}), (, {'error': 0.024655135599415345}), (, {'error': 0.006523101467710624}), (, {'error': 0.009167160990882994}), (, {'error': 0.33424638800899853}), (, {'error': 0.0077105627076674566}), (, {'error': 0.0037474469030787105}), (, {'error': 0.013390080479135147}), (, {'error': 0.0010884842149127133}), (, {'error': 0.002738939479350777})]) -Toy 13/25 -Time taken: 1 h, 29 min -Projected time left: 1 h, 22 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=372 (372 total) | -| EDM = 4.11E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297465.89088946313 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.10 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 0.89 | 0.09 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.96 | 0.13 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.973 | 0.007 | | | -2 | 2 | | -| 4 | omega_p | -5.39 | 0.18 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.013E-1 | 1.082E-1 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.53 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.10 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -0.31 | 4.09 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.3 | 0.7 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.05 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.95 | 0.20 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.00 | 0.11 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.28 | 0.31 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.55 | 0.22 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.8 | 0.4 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 1.72 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -1.29 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.18 | 0.12 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.500 | 0.004 | | | -2 | 2 | | -| 21| omega_s | 7.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.10 | 0.04 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.88 | 0.21 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.032 0.087 -0.181 -0.009 -0.186 0.357 -0.349 -0.489 -0.055 -0.444 0.103 -0.382 0.169 0.500 -0.461 -0.450 -0.467 0.058 0.277 -0.156 -0.021 0.255 -0.052 | -| phi_p | -0.032 1.000 -0.010 -0.002 -0.020 0.032 -0.036 0.031 0.037 0.270 0.034 -0.002 0.032 -0.013 -0.039 0.038 0.037 0.036 -0.045 -0.020 -0.002 -0.057 -0.015 0.135 | -| p4415_s | 0.087 -0.010 1.000 0.046 -0.010 -0.091 0.220 -0.157 -0.234 -0.000 -0.231 -0.028 -0.192 0.120 0.253 -0.250 -0.235 -0.252 -0.010 0.221 0.052 -0.012 0.025 0.027 | -| bplus_1 | -0.181 -0.002 0.046 1.000 0.010 0.094 -0.203 0.096 0.108 -0.022 0.136 -0.014 0.101 0.013 -0.133 0.137 0.142 0.151 0.051 -0.012 -0.210 0.006 0.141 -0.052 | -| omega_p | -0.009 -0.020 -0.010 0.010 1.000 0.027 -0.033 0.030 0.039 0.004 0.034 -0.001 0.032 -0.011 -0.039 0.037 0.036 0.036 0.134 -0.019 0.009 0.631 -0.020 0.110 | -| Ctt | -0.186 0.032 -0.091 0.094 0.027 1.000 -0.549 0.491 0.699 0.002 0.669 -0.058 0.521 -0.153 -0.719 0.668 0.647 0.636 0.029 -0.293 0.075 0.030 -0.290 -0.063 | -| Dbar_p | 0.357 -0.036 0.220 -0.203 -0.033 -0.549 1.000 -0.623 -0.844 0.005 -0.718 0.085 -0.661 0.309 0.851 -0.819 -0.762 -0.780 -0.043 0.453 -0.181 -0.035 0.480 0.082 | -| p4160_p | -0.349 0.031 -0.157 0.096 0.030 0.491 -0.623 1.000 0.719 -0.009 0.660 0.039 0.660 -0.375 -0.761 0.740 0.710 0.730 0.040 -0.418 0.080 0.032 -0.336 -0.083 | -| DDstar_p | -0.489 0.037 -0.234 0.108 0.039 0.699 -0.844 0.719 1.000 -0.013 0.838 -0.077 0.777 -0.320 -0.987 0.919 0.894 0.903 0.052 -0.496 0.087 0.042 -0.439 -0.110 | -| phi_s | -0.055 0.270 -0.000 -0.022 0.004 0.002 0.005 -0.009 -0.013 1.000 -0.011 -0.005 -0.010 -0.006 0.011 -0.008 -0.013 -0.018 -0.039 -0.002 -0.023 0.006 0.012 0.012 | -| psi2s_p | -0.444 0.034 -0.231 0.136 0.034 0.669 -0.718 0.660 0.838 -0.011 1.000 -0.057 0.682 -0.296 -0.863 0.820 0.755 0.822 0.047 -0.457 0.117 0.036 -0.418 -0.095 | -| p4415_p | 0.103 -0.002 -0.028 -0.014 -0.001 -0.058 0.085 0.039 -0.077 -0.005 -0.057 1.000 0.003 -0.043 0.060 -0.041 -0.044 -0.045 0.003 -0.071 -0.011 -0.003 -0.014 -0.003 | -| p4040_p | -0.382 0.032 -0.192 0.101 0.032 0.521 -0.661 0.660 0.777 -0.010 0.682 0.003 1.000 -0.278 -0.806 0.777 0.734 0.758 0.042 -0.302 0.084 0.034 -0.346 -0.088 | -| p4040_s | 0.169 -0.013 0.120 0.013 -0.011 -0.153 0.309 -0.375 -0.320 -0.006 -0.296 -0.043 -0.278 1.000 0.317 -0.295 -0.265 -0.288 -0.007 0.160 0.022 -0.014 0.039 0.023 | -| Dbar_s | 0.500 -0.039 0.253 -0.133 -0.039 -0.719 0.851 -0.761 -0.987 0.011 -0.863 0.060 -0.806 0.317 1.000 -0.941 -0.919 -0.931 -0.052 0.507 -0.110 -0.043 0.447 0.109 | -| p3770_p | -0.461 0.038 -0.250 0.137 0.037 0.668 -0.819 0.740 0.919 -0.008 0.820 -0.041 0.777 -0.295 -0.941 1.000 0.848 0.879 0.046 -0.480 0.117 0.040 -0.402 -0.098 | -| p3770_s | -0.450 0.037 -0.235 0.142 0.036 0.647 -0.762 0.710 0.894 -0.013 0.755 -0.044 0.734 -0.265 -0.919 0.848 1.000 0.867 0.049 -0.459 0.123 0.039 -0.413 -0.102 | -| jpsi_p | -0.467 0.036 -0.252 0.151 0.036 0.636 -0.780 0.730 0.903 -0.018 0.822 -0.045 0.758 -0.288 -0.931 0.879 0.867 1.000 0.052 -0.478 0.131 0.037 -0.455 -0.105 | -| rho_p | 0.058 -0.045 -0.010 0.051 0.134 0.029 -0.043 0.040 0.052 -0.039 0.047 0.003 0.042 -0.007 -0.052 0.046 0.049 0.052 1.000 -0.019 0.076 -0.074 -0.024 -0.028 | -| p4160_s | 0.277 -0.020 0.221 -0.012 -0.019 -0.293 0.453 -0.418 -0.496 -0.002 -0.457 -0.071 -0.302 0.160 0.507 -0.480 -0.459 -0.478 -0.019 1.000 0.001 -0.022 0.149 0.046 | -| bplus_0 | -0.156 -0.002 0.052 -0.210 0.009 0.075 -0.181 0.080 0.087 -0.023 0.117 -0.011 0.084 0.022 -0.110 0.117 0.123 0.131 0.076 0.001 1.000 -0.001 0.145 -0.019 | -| omega_s | -0.021 -0.057 -0.012 0.006 0.631 0.030 -0.035 0.032 0.042 0.006 0.036 -0.003 0.034 -0.014 -0.043 0.040 0.039 0.037 -0.074 -0.022 -0.001 1.000 -0.023 -0.142 | -| DDstar_s | 0.255 -0.015 0.025 0.141 -0.020 -0.290 0.480 -0.336 -0.439 0.012 -0.418 -0.014 -0.346 0.039 0.447 -0.402 -0.413 -0.455 -0.024 0.149 0.145 -0.023 1.000 0.070 | -| rho_s | -0.052 0.135 0.027 -0.052 0.110 -0.063 0.082 -0.083 -0.110 0.012 -0.095 -0.003 -0.088 0.023 0.109 -0.098 -0.102 -0.105 -0.028 0.046 -0.019 -0.142 0.070 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03983301426674557}), (, {'error': 0.08736788789871852}), (, {'error': 0.1317249821712897}), (, {'error': 0.007385751761228576}), (, {'error': 0.17884510268289766}), (, {'error': 0.10816660136009193}), (, {'error': 0.30959942034967414}), (, {'error': 0.09900271215566647}), (, {'error': 4.094798282594123}), (, {'error': 0.6665216660804116}), (, {'error': 0.04224299927587971}), (, {'error': 0.1476155820006162}), (, {'error': 0.20080672299824354}), (, {'error': 0.11100662799706174}), (, {'error': 0.308993432339351}), (, {'error': 0.22190195186591932}), (, {'error': 0.37607335812837195}), (, {'error': 0.04797842455590384}), (, {'error': 0.28256811178677177}), (, {'error': 0.12069218640710933}), (, {'error': 0.0039047632012059186}), (, {'error': 1.125840496253808}), (, {'error': 0.04065861323328189}), (, {'error': 0.20546385191035377})]) -Toy 14/25 -Time taken: 1 h, 33 min -Projected time left: 1 h, 13 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.987E+05 | Ncalls=515 (526 total) | -| EDM = 2.54E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298698.4537938246 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -1.531 | 0.001 | | | -2 | 2 | | -| 1 | phi_p | -1.613 | 0.004 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.797 | 0.001 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -1.992 | 0.000 | | | -2 | 2 | | -| 4 | omega_p | -3.546 | 0.004 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.591 | 0.004 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.49 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.081 | 0.007 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 2.318E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 2.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -0.824 | 0.005 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 0.482E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.552 | 0.001 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 2.955E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 15| p3770_p | 2.215 | 0.007 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 0.986 | 0.000 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -4 | 11 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 0.456E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.834 | 0.001 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 1.332 | 0.007 | | | -2 | 2 | | -| 21| omega_s | 0.582E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 1.594E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.132 | 0.001 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.074 -0.022 0.381 -0.077 -0.611 -0.628 0.523 -0.161 0.002 0.630 -0.281 -0.236 0.144 0.177 0.523 -0.035 0.631 0.008 0.101 0.626 0.003 -0.502 -0.051 | -| phi_p | 0.074 1.000 -0.004 0.071 -0.014 -0.113 -0.117 0.097 -0.030 0.000 0.117 -0.052 -0.044 0.027 0.033 0.097 -0.007 0.117 0.001 0.019 0.116 0.001 -0.093 -0.009 | -| p4415_s | -0.022 -0.004 1.000 -0.021 0.004 0.034 0.035 -0.029 0.009 -0.000 -0.035 0.016 0.013 -0.008 -0.010 -0.029 0.002 -0.035 -0.000 -0.006 -0.035 -0.000 0.028 0.003 | -| bplus_1 | 0.381 0.071 -0.021 1.000 -0.074 -0.585 -0.602 0.501 -0.154 0.002 0.603 -0.270 -0.226 0.138 0.170 0.501 -0.034 0.604 0.008 0.097 0.600 0.003 -0.481 -0.048 | -| omega_p | -0.077 -0.014 0.004 -0.074 1.000 0.119 0.122 -0.101 0.031 -0.000 -0.122 0.055 0.046 -0.028 -0.034 -0.101 0.007 -0.122 -0.002 -0.020 -0.121 -0.001 0.097 0.010 | -| Ctt | -0.611 -0.113 0.034 -0.585 0.119 1.000 0.964 -0.802 0.247 -0.003 -0.967 0.432 0.362 -0.222 -0.272 -0.803 0.054 -0.968 -0.012 -0.156 -0.961 -0.005 0.771 0.078 | -| Dbar_p | -0.628 -0.117 0.035 -0.602 0.122 0.964 1.000 -0.824 0.254 -0.003 -0.994 0.444 0.373 -0.228 -0.279 -0.825 0.055 -0.995 -0.013 -0.160 -0.988 -0.006 0.792 0.080 | -| p4160_p | 0.523 0.097 -0.029 0.501 -0.101 -0.802 -0.824 1.000 -0.211 0.002 0.827 -0.370 -0.310 0.189 0.232 0.686 -0.046 0.828 0.010 0.133 0.822 0.005 -0.659 -0.066 | -| DDstar_p | -0.161 -0.030 0.009 -0.154 0.031 0.247 0.254 -0.211 1.000 -0.001 -0.254 0.114 0.095 -0.058 -0.072 -0.211 0.014 -0.255 -0.003 -0.041 -0.253 -0.001 0.203 0.020 | -| phi_s | 0.002 0.000 -0.000 0.002 -0.000 -0.003 -0.003 0.002 -0.001 1.000 0.003 -0.001 -0.001 0.001 0.001 0.002 -0.000 0.003 0.000 0.000 0.003 0.000 -0.002 -0.000 | -| psi2s_p | 0.630 0.117 -0.035 0.603 -0.122 -0.967 -0.994 0.827 -0.254 0.003 1.000 -0.445 -0.374 0.229 0.280 0.828 -0.056 0.998 0.013 0.160 0.991 0.006 -0.795 -0.080 | -| p4415_p | -0.281 -0.052 0.016 -0.270 0.055 0.432 0.444 -0.370 0.114 -0.001 -0.445 1.000 0.167 -0.102 -0.125 -0.370 0.025 -0.446 -0.006 -0.072 -0.443 -0.002 0.355 0.036 | -| p4040_p | -0.236 -0.044 0.013 -0.226 0.046 0.362 0.373 -0.310 0.095 -0.001 -0.374 0.167 1.000 -0.086 -0.105 -0.310 0.021 -0.374 -0.005 -0.060 -0.372 -0.002 0.298 0.030 | -| p4040_s | 0.144 0.027 -0.008 0.138 -0.028 -0.222 -0.228 0.189 -0.058 0.001 0.229 -0.102 -0.086 1.000 0.064 0.190 -0.013 0.229 0.003 0.037 0.227 0.001 -0.182 -0.018 | -| Dbar_s | 0.177 0.033 -0.010 0.170 -0.034 -0.272 -0.279 0.232 -0.072 0.001 0.280 -0.125 -0.105 0.064 1.000 0.233 -0.016 0.281 0.004 0.045 0.279 0.002 -0.224 -0.022 | -| p3770_p | 0.523 0.097 -0.029 0.501 -0.101 -0.803 -0.825 0.686 -0.211 0.002 0.828 -0.370 -0.310 0.190 0.233 1.000 -0.046 0.829 0.010 0.133 0.823 0.005 -0.660 -0.066 | -| p3770_s | -0.035 -0.007 0.002 -0.034 0.007 0.054 0.055 -0.046 0.014 -0.000 -0.056 0.025 0.021 -0.013 -0.016 -0.046 1.000 -0.056 -0.001 -0.009 -0.055 -0.000 0.044 0.004 | -| jpsi_p | 0.631 0.117 -0.035 0.604 -0.122 -0.968 -0.995 0.828 -0.255 0.003 0.998 -0.446 -0.374 0.229 0.281 0.829 -0.056 1.000 0.013 0.161 0.992 0.006 -0.796 -0.080 | -| rho_p | 0.008 0.001 -0.000 0.008 -0.002 -0.012 -0.013 0.010 -0.003 0.000 0.013 -0.006 -0.005 0.003 0.004 0.010 -0.001 0.013 1.000 0.002 0.013 0.000 -0.010 -0.001 | -| p4160_s | 0.101 0.019 -0.006 0.097 -0.020 -0.156 -0.160 0.133 -0.041 0.000 0.160 -0.072 -0.060 0.037 0.045 0.133 -0.009 0.161 0.002 1.000 0.159 0.001 -0.128 -0.013 | -| bplus_0 | 0.626 0.116 -0.035 0.600 -0.121 -0.961 -0.988 0.822 -0.253 0.003 0.991 -0.443 -0.372 0.227 0.279 0.823 -0.055 0.992 0.013 0.159 1.000 0.005 -0.790 -0.080 | -| omega_s | 0.003 0.001 -0.000 0.003 -0.001 -0.005 -0.006 0.005 -0.001 0.000 0.006 -0.002 -0.002 0.001 0.002 0.005 -0.000 0.006 0.000 0.001 0.005 1.000 -0.004 -0.000 | -| DDstar_s | -0.502 -0.093 0.028 -0.481 0.097 0.771 0.792 -0.659 0.203 -0.002 -0.795 0.355 0.298 -0.182 -0.224 -0.660 0.044 -0.796 -0.010 -0.128 -0.790 -0.004 1.000 0.064 | -| rho_s | -0.051 -0.009 0.003 -0.048 0.010 0.078 0.080 -0.066 0.020 -0.000 -0.080 0.036 0.030 -0.018 -0.022 -0.066 0.004 -0.080 -0.001 -0.013 -0.080 -0.000 0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0011581811520251506}), (, {'error': 0.004250922020635262}), (, {'error': 0.0006744387450287048}), (, {'error': 0.0001575807031335419}), (, {'error': 0.00371585409889863}), (, {'error': 0.00384132850292479}), (, {'error': 0.04470290291777612}), (, {'error': 0.006794347849549354}), (, {'error': 0.0002231584843483958}), (, {'error': 0.0012871812908414881}), (, {'error': 0.049422540865720954}), (, {'error': 0.004813627729842285}), (, {'error': 0.0030471639008231577}), (, {'error': 0.0006420122999208355}), (, {'error': 3.767815526167784e-05}), (, {'error': 0.007291735785881492}), (, {'error': 0.0003197283689421737}), (, {'error': 10.934388692996183}), (, {'error': 0.003006564673033729}), (, {'error': 0.0009489774805615525}), (, {'error': 0.007191054733222568}), (, {'error': 0.001688510677295696}), (, {'error': 0.00029358451086583526}), (, {'error': 0.0007163223144781572})]) -Toy 15/25 -Time taken: 1 h, 38 min -Projected time left: 1 h, 5 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1343 (1343 total) | -| EDM = 0.00288 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297185.6226883251 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.18 | 0.08 | | | -2 | 2 | | -| 1 | phi_p | 6.28 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.25 | 0.14 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.966 | 0.023 | | | -2 | 2 | | -| 4 | omega_p | 0.69 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.08 | 0.19 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 0.17 | 0.33 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.08 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -0.12 | 0.28 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.797 | 0.027 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | 4.12 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.51 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.08 | 0.13 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.38 | 0.16 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.85 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 1.666 | 0.021 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.13 | 0.29 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.06 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.475 | 0.011 | | | -2 | 2 | | -| 21| omega_s | 8.7 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.94 | 0.25 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.004 0.274 0.792 -0.049 0.727 -0.710 0.271 0.477 0.099 0.481 0.528 0.638 0.495 -0.874 -0.763 0.606 0.457 0.100 0.601 0.791 0.052 0.773 -0.120 | -| phi_p | 0.004 1.000 -0.005 -0.009 -0.001 -0.011 0.014 -0.005 -0.006 -0.358 -0.009 -0.011 -0.012 -0.011 0.014 0.013 -0.012 -0.008 -0.032 -0.013 -0.006 0.022 -0.012 0.016 | -| p4415_s | 0.274 -0.005 1.000 0.232 -0.014 0.324 -0.202 0.140 0.183 0.019 0.135 0.142 0.238 0.185 -0.289 -0.264 0.200 0.109 0.057 0.301 0.233 0.013 0.224 -0.031 | -| bplus_1 | 0.792 -0.009 0.232 1.000 -0.052 0.853 -0.739 0.329 0.530 0.082 0.490 0.606 0.700 0.508 -0.942 -0.819 0.648 0.460 0.168 0.645 0.844 0.049 0.812 -0.121 | -| omega_p | -0.049 -0.001 -0.014 -0.052 1.000 -0.048 0.042 -0.018 -0.033 -0.001 -0.029 -0.034 -0.040 -0.030 0.054 0.047 -0.037 -0.029 -0.099 -0.037 -0.055 0.459 -0.047 0.248 | -| Ctt | 0.727 -0.011 0.324 0.853 -0.048 1.000 -0.747 0.238 0.502 0.076 0.544 0.570 0.644 0.568 -0.908 -0.789 0.627 0.420 0.173 0.672 0.852 0.046 0.817 -0.110 | -| Dbar_p | -0.710 0.014 -0.202 -0.739 0.042 -0.747 1.000 -0.342 -0.616 -0.067 -0.488 -0.516 -0.644 -0.419 0.781 0.624 -0.637 -0.504 -0.160 -0.539 -0.739 -0.042 -0.702 0.095 | -| p4160_p | 0.271 -0.005 0.140 0.329 -0.018 0.238 -0.342 1.000 0.010 0.028 0.199 0.346 0.273 0.011 -0.330 -0.231 0.263 0.264 0.068 0.206 0.329 0.017 0.309 -0.043 | -| DDstar_p | 0.477 -0.006 0.183 0.530 -0.033 0.502 -0.616 0.010 1.000 0.041 0.203 0.262 0.328 0.260 -0.560 -0.513 0.322 0.128 0.118 0.365 0.529 0.026 0.520 -0.068 | -| phi_s | 0.099 -0.358 0.019 0.082 -0.001 0.076 -0.067 0.028 0.041 1.000 0.042 0.049 0.059 0.041 -0.083 -0.072 0.053 0.026 0.077 0.052 0.086 0.019 0.073 -0.009 | -| psi2s_p | 0.481 -0.009 0.135 0.490 -0.029 0.544 -0.488 0.199 0.203 0.042 1.000 0.338 0.369 0.286 -0.532 -0.435 0.272 0.359 0.107 0.341 0.490 0.026 0.457 -0.063 | -| p4415_p | 0.528 -0.011 0.142 0.606 -0.034 0.570 -0.516 0.346 0.262 0.049 0.338 1.000 0.521 0.303 -0.641 -0.534 0.468 0.358 0.136 0.396 0.604 0.032 0.560 -0.077 | -| p4040_p | 0.638 -0.012 0.238 0.700 -0.040 0.644 -0.644 0.273 0.328 0.059 0.369 0.521 1.000 0.374 -0.744 -0.606 0.522 0.420 0.153 0.625 0.699 0.037 0.663 -0.090 | -| p4040_s | 0.495 -0.011 0.185 0.508 -0.030 0.568 -0.419 0.011 0.260 0.041 0.286 0.303 0.374 1.000 -0.566 -0.495 0.445 0.300 0.121 0.325 0.507 0.027 0.472 -0.065 | -| Dbar_s | -0.874 0.014 -0.289 -0.942 0.054 -0.908 0.781 -0.330 -0.560 -0.083 -0.532 -0.641 -0.744 -0.566 1.000 0.871 -0.699 -0.507 -0.199 -0.708 -0.942 -0.051 -0.895 0.121 | -| p3770_p | -0.763 0.013 -0.264 -0.819 0.047 -0.789 0.624 -0.231 -0.513 -0.072 -0.435 -0.534 -0.606 -0.495 0.871 1.000 -0.651 -0.417 -0.177 -0.611 -0.817 -0.044 -0.763 0.103 | -| p3770_s | 0.606 -0.012 0.200 0.648 -0.037 0.627 -0.637 0.263 0.322 0.053 0.272 0.468 0.522 0.445 -0.699 -0.651 1.000 0.430 0.146 0.502 0.648 0.034 0.624 -0.085 | -| jpsi_p | 0.457 -0.008 0.109 0.460 -0.029 0.420 -0.504 0.264 0.128 0.026 0.359 0.358 0.420 0.300 -0.507 -0.417 0.430 1.000 0.113 0.347 0.456 0.018 0.424 -0.060 | -| rho_p | 0.100 -0.032 0.057 0.168 -0.099 0.173 -0.160 0.068 0.118 0.077 0.107 0.136 0.153 0.121 -0.199 -0.177 0.146 0.113 1.000 0.150 0.174 0.080 0.171 0.131 | -| p4160_s | 0.601 -0.013 0.301 0.645 -0.037 0.672 -0.539 0.206 0.365 0.052 0.341 0.396 0.625 0.325 -0.708 -0.611 0.502 0.347 0.150 1.000 0.644 0.034 0.606 -0.083 | -| bplus_0 | 0.791 -0.006 0.233 0.844 -0.055 0.852 -0.739 0.329 0.529 0.086 0.490 0.604 0.699 0.507 -0.942 -0.817 0.648 0.456 0.174 0.644 1.000 0.052 0.812 -0.134 | -| omega_s | 0.052 0.022 0.013 0.049 0.459 0.046 -0.042 0.017 0.026 0.019 0.026 0.032 0.037 0.027 -0.051 -0.044 0.034 0.018 0.080 0.034 0.052 1.000 0.044 -0.128 | -| DDstar_s | 0.773 -0.012 0.224 0.812 -0.047 0.817 -0.702 0.309 0.520 0.073 0.457 0.560 0.663 0.472 -0.895 -0.763 0.624 0.424 0.171 0.606 0.812 0.044 1.000 -0.105 | -| rho_s | -0.120 0.016 -0.031 -0.121 0.248 -0.110 0.095 -0.043 -0.068 -0.009 -0.063 -0.077 -0.090 -0.065 0.121 0.103 -0.085 -0.060 0.131 -0.083 -0.134 -0.128 -0.105 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07546620319044473}), (, {'error': 0.03492411728033318}), (, {'error': 0.13557694053523328}), (, {'error': 0.023161418155838165}), (, {'error': 0.16394964444496907}), (, {'error': 0.1939878623151694}), (, {'error': 0.33430707191882725}), (, {'error': 0.0768671747735028}), (, {'error': 0.28462094517988934}), (, {'error': 0.725826563528372}), (, {'error': 0.027281476175422092}), (, {'error': 0.16334880385574113}), (, {'error': 0.1816307076964021}), (, {'error': 0.13447283349823397}), (, {'error': 0.3007321549985661}), (, {'error': 0.15762120949420932}), (, {'error': 0.22970428081998362}), (, {'error': 0.02107696855819441}), (, {'error': 0.2851618099920552}), (, {'error': 0.15611103262153236}), (, {'error': 0.011332046270145946}), (, {'error': 0.8201496885295319}), (, {'error': 0.4111970716335888}), (, {'error': 0.24742924104132502})]) -Toy 16/25 -Time taken: 1 h, 46 min -Projected time left: 59 min, 42 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=254 (254 total) | -| EDM = 3.85E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297390.4137025704 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.384 | 0.017 | | | -2 | 2 | | -| 1 | phi_p | 6.17 | 0.07 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.21 | 0.06 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.682 | 0.003 | | | -2 | 2 | | -| 4 | omega_p | -6.06 | 0.24 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -1.07 | 0.04 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 1.84 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.086 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 4.88 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 21.1 | 0.3 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.871 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | 3.96 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.58 | 0.06 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.02 | 0.05 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -3.000E-1 | 0.016E-1 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.632 | 0.029 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.90 | 0.06 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 4.628 | 0.008 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -1.6 | 9.6 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.01 | 0.05 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.380 | 0.002 | | | -2 | 2 | | -| 21| omega_s | 9.20 | 0.23 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 2.999E-1 | 0.019E-1 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.10 | 1.64 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.112 0.069 0.459 -0.689 0.137 0.231 0.004 0.232 -0.068 0.021 0.054 0.014 0.058 -0.003 0.037 0.064 -0.100 -0.726 0.077 0.568 0.567 -0.005 -0.724 | -| phi_p | 0.112 1.000 0.013 0.108 -0.159 0.041 0.060 0.005 0.056 0.076 0.005 0.016 0.007 0.015 -0.001 0.008 0.018 -0.032 -0.171 0.020 0.133 0.132 -0.001 -0.171 | -| p4415_s | 0.069 0.013 1.000 0.028 -0.073 0.063 0.026 0.032 -0.002 -0.009 -0.002 -0.006 0.020 0.011 -0.002 0.002 0.011 -0.014 -0.078 0.028 0.046 0.061 -0.001 -0.078 | -| bplus_1 | 0.459 0.108 0.028 1.000 -0.643 0.180 0.202 0.027 0.174 -0.069 0.005 0.047 0.031 0.036 -0.004 0.042 0.062 -0.087 -0.679 0.054 0.511 0.530 -0.004 -0.678 | -| omega_p | -0.689 -0.159 -0.073 -0.643 1.000 -0.262 -0.363 -0.033 -0.339 0.111 -0.031 -0.094 -0.044 -0.086 0.007 -0.054 -0.103 0.154 0.944 -0.115 -0.777 -0.720 0.009 0.943 | -| Ctt | 0.137 0.041 0.063 0.180 -0.262 1.000 0.060 -0.037 0.106 -0.024 0.025 0.034 -0.036 0.053 0.001 -0.000 0.004 -0.002 -0.275 0.065 0.219 0.215 -0.003 -0.275 | -| Dbar_p | 0.231 0.060 0.026 0.202 -0.363 0.060 1.000 -0.005 0.065 -0.038 -0.009 0.012 -0.009 0.012 -0.000 0.050 0.023 -0.014 -0.382 0.023 0.269 0.298 -0.001 -0.381 | -| p4160_p | 0.004 0.005 0.032 0.027 -0.033 -0.037 -0.005 1.000 0.022 -0.004 -0.014 0.030 -0.022 -0.050 0.005 0.013 -0.006 -0.001 -0.035 -0.008 0.030 0.027 0.004 -0.035 | -| DDstar_p | 0.232 0.056 -0.002 0.174 -0.339 0.106 0.065 0.022 1.000 -0.035 -0.009 0.004 0.019 -0.005 -0.003 0.047 0.037 -0.024 -0.358 0.003 0.241 0.279 0.000 -0.357 | -| phi_s | -0.068 0.076 -0.009 -0.069 0.111 -0.024 -0.038 -0.004 -0.035 1.000 -0.005 -0.011 -0.005 -0.011 0.001 -0.006 -0.013 0.021 0.116 -0.014 -0.085 -0.090 0.001 0.115 | -| psi2s_p | 0.021 0.005 -0.002 0.005 -0.031 0.025 -0.009 -0.014 -0.009 -0.005 1.000 -0.012 -0.030 -0.014 0.008 -0.004 -0.049 -0.013 -0.033 -0.014 0.014 0.025 0.007 -0.033 | -| p4415_p | 0.054 0.016 -0.006 0.047 -0.094 0.034 0.012 0.030 0.004 -0.011 -0.012 1.000 0.019 -0.015 0.000 0.012 0.009 -0.012 -0.099 -0.020 0.065 0.077 0.002 -0.099 | -| p4040_p | 0.014 0.007 0.020 0.031 -0.044 -0.036 -0.009 -0.022 0.019 -0.005 -0.030 0.019 1.000 -0.009 0.005 0.013 -0.016 -0.004 -0.046 0.057 0.036 0.036 0.004 -0.046 | -| p4040_s | 0.058 0.015 0.011 0.036 -0.086 0.053 0.012 -0.050 -0.005 -0.011 -0.014 -0.015 -0.009 1.000 0.001 0.012 0.019 -0.015 -0.091 -0.025 0.055 0.071 0.003 -0.091 | -| Dbar_s | -0.003 -0.001 -0.002 -0.004 0.007 0.001 -0.000 0.005 -0.003 0.001 0.008 0.000 0.005 0.001 1.000 0.007 0.006 0.007 0.007 -0.001 -0.005 -0.006 -0.001 0.007 | -| p3770_p | 0.037 0.008 0.002 0.042 -0.054 -0.000 0.050 0.013 0.047 -0.006 -0.004 0.012 0.013 0.012 0.007 1.000 -0.031 -0.015 -0.057 0.011 0.050 0.044 0.002 -0.056 | -| p3770_s | 0.064 0.018 0.011 0.062 -0.103 0.004 0.023 -0.006 0.037 -0.013 -0.049 0.009 -0.016 0.019 0.006 -0.031 1.000 -0.014 -0.109 0.016 0.080 0.085 0.003 -0.109 | -| jpsi_p | -0.100 -0.032 -0.014 -0.087 0.154 -0.002 -0.014 -0.001 -0.024 0.021 -0.013 -0.012 -0.004 -0.015 0.007 -0.015 -0.014 1.000 0.165 -0.019 -0.115 -0.128 0.007 0.165 | -| rho_p | -0.726 -0.171 -0.078 -0.679 0.944 -0.275 -0.382 -0.035 -0.358 0.116 -0.033 -0.099 -0.046 -0.091 0.007 -0.057 -0.109 0.165 1.000 -0.121 -0.821 -0.779 0.009 0.999 | -| p4160_s | 0.077 0.020 0.028 0.054 -0.115 0.065 0.023 -0.008 0.003 -0.014 -0.014 -0.020 0.057 -0.025 -0.001 0.011 0.016 -0.019 -0.121 1.000 0.078 0.094 0.001 -0.121 | -| bplus_0 | 0.568 0.133 0.046 0.511 -0.777 0.219 0.269 0.030 0.241 -0.085 0.014 0.065 0.036 0.055 -0.005 0.050 0.080 -0.115 -0.821 0.078 1.000 0.640 -0.006 -0.820 | -| omega_s | 0.567 0.132 0.061 0.530 -0.720 0.215 0.298 0.027 0.279 -0.090 0.025 0.077 0.036 0.071 -0.006 0.044 0.085 -0.128 -0.779 0.094 0.640 1.000 -0.007 -0.778 | -| DDstar_s | -0.005 -0.001 -0.001 -0.004 0.009 -0.003 -0.001 0.004 0.000 0.001 0.007 0.002 0.004 0.003 -0.001 0.002 0.003 0.007 0.009 0.001 -0.006 -0.007 1.000 0.009 | -| rho_s | -0.724 -0.171 -0.078 -0.678 0.943 -0.275 -0.381 -0.035 -0.357 0.115 -0.033 -0.099 -0.046 -0.091 0.007 -0.056 -0.109 0.165 0.999 -0.121 -0.820 -0.778 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01669175267048728}), (, {'error': 0.07433844445180338}), (, {'error': 0.05915677355539739}), (, {'error': 0.0030525190151629022}), (, {'error': 0.23646882731450125}), (, {'error': 0.03544234949565528}), (, {'error': 0.058548895991094696}), (, {'error': 0.03117320384624911}), (, {'error': 0.04941987887707011}), (, {'error': 0.32546693805071314}), (, {'error': 0.010121613425419618}), (, {'error': 0.06121302288327524}), (, {'error': 0.05732020145604744}), (, {'error': 0.04763155378565276}), (, {'error': 0.0016430612714010695}), (, {'error': 0.029027498756013514}), (, {'error': 0.0632366709579606}), (, {'error': 0.008007180484175258}), (, {'error': 9.59430220645801}), (, {'error': 0.050205087318335284}), (, {'error': 0.0020938155629215416}), (, {'error': 0.2303745503065482}), (, {'error': 0.0018598593458540313}), (, {'error': 1.6436622258944298})]) -Toy 17/25 -Time taken: 1 h, 50 min -Projected time left: 51 min, 52 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=406 (406 total) | -| EDM = 2.13E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297156.0320627885 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.15 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | -0.47 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.87 | 0.15 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.843 | 0.015 | | | -2 | 2 | | -| 4 | omega_p | 6.07 | 0.14 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.35 | 0.09 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.20 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 4.22 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 0.005 | 9.123 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.1 | 0.7 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.90 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.02 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.23 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.25 | 0.23 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.79 | 0.07 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.7 | 0.4 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.59 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.07 | 0.38 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.34 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.455 | 0.008 | | | -2 | 2 | | -| 21| omega_s | 6.8 | 0.7 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.05 | 0.44 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.64 | 0.26 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.030 0.294 0.407 0.004 -0.458 0.370 0.462 0.535 0.043 0.506 0.365 0.416 0.467 -0.102 0.211 0.462 0.509 0.096 0.361 0.408 0.058 -0.535 -0.107 | -| phi_p | 0.030 1.000 0.045 0.079 0.011 -0.044 0.078 0.089 0.097 0.320 0.091 0.077 0.080 0.087 -0.019 0.039 0.087 0.086 0.057 0.071 0.076 -0.006 -0.097 -0.001 | -| p4415_s | 0.294 0.045 1.000 0.362 0.014 -0.059 0.373 0.455 0.464 -0.006 0.430 0.338 0.402 0.433 -0.094 0.179 0.420 0.433 0.163 0.407 0.363 0.047 -0.471 -0.087 | -| bplus_1 | 0.407 0.079 0.362 1.000 0.024 -0.338 0.660 0.805 0.872 -0.001 0.809 0.682 0.727 0.760 -0.173 0.371 0.773 0.830 0.296 0.598 0.694 0.093 -0.880 -0.177 | -| omega_p | 0.004 0.011 0.014 0.024 1.000 -0.014 0.025 0.028 0.030 0.008 0.028 0.024 0.025 0.028 -0.006 0.012 0.028 0.026 -0.060 0.023 0.022 0.203 -0.030 0.007 | -| Ctt | -0.458 -0.044 -0.059 -0.338 -0.014 1.000 -0.395 -0.424 -0.396 0.009 -0.332 -0.318 -0.416 -0.296 0.083 -0.236 -0.390 -0.334 -0.161 -0.193 -0.338 -0.045 0.400 0.079 | -| Dbar_p | 0.370 0.078 0.373 0.660 0.025 -0.395 1.000 0.733 0.810 -0.009 0.753 0.613 0.649 0.706 -0.156 0.417 0.716 0.794 0.283 0.567 0.661 0.082 -0.817 -0.152 | -| p4160_p | 0.462 0.089 0.455 0.805 0.028 -0.424 0.733 1.000 0.915 -0.010 0.844 0.736 0.765 0.763 -0.175 0.419 0.815 0.861 0.332 0.638 0.805 0.097 -0.907 -0.179 | -| DDstar_p | 0.535 0.097 0.464 0.872 0.030 -0.396 0.810 0.915 1.000 -0.009 0.933 0.777 0.824 0.887 -0.198 0.432 0.897 0.943 0.360 0.716 0.872 0.106 -0.993 -0.195 | -| phi_s | 0.043 0.320 -0.006 -0.001 0.008 0.009 -0.009 -0.010 -0.009 1.000 -0.010 -0.011 -0.010 -0.012 0.002 -0.002 -0.013 -0.003 0.034 -0.013 0.004 0.014 0.009 0.018 | -| psi2s_p | 0.506 0.091 0.430 0.809 0.028 -0.332 0.753 0.844 0.933 -0.010 1.000 0.717 0.749 0.818 -0.179 0.407 0.792 0.875 0.336 0.656 0.809 0.098 -0.929 -0.181 | -| p4415_p | 0.365 0.077 0.338 0.682 0.024 -0.318 0.613 0.736 0.777 -0.011 0.717 1.000 0.662 0.667 -0.152 0.351 0.698 0.732 0.286 0.505 0.680 0.082 -0.775 -0.152 | -| p4040_p | 0.416 0.080 0.402 0.727 0.025 -0.416 0.649 0.765 0.824 -0.010 0.749 0.662 1.000 0.715 -0.156 0.396 0.720 0.774 0.299 0.677 0.727 0.087 -0.817 -0.162 | -| p4040_s | 0.467 0.087 0.433 0.760 0.028 -0.296 0.706 0.763 0.887 -0.012 0.818 0.667 0.715 1.000 -0.174 0.379 0.808 0.832 0.323 0.633 0.760 0.093 -0.887 -0.172 | -| Dbar_s | -0.102 -0.019 -0.094 -0.173 -0.006 0.083 -0.156 -0.175 -0.198 0.002 -0.179 -0.152 -0.156 -0.174 1.000 -0.073 -0.169 -0.180 -0.070 -0.142 -0.173 -0.021 0.196 0.038 | -| p3770_p | 0.211 0.039 0.179 0.371 0.012 -0.236 0.417 0.419 0.432 -0.002 0.407 0.351 0.396 0.379 -0.073 1.000 0.320 0.407 0.146 0.303 0.375 0.044 -0.421 -0.084 | -| p3770_s | 0.462 0.087 0.420 0.773 0.028 -0.390 0.716 0.815 0.897 -0.013 0.792 0.698 0.720 0.808 -0.169 0.320 1.000 0.844 0.326 0.649 0.774 0.094 -0.890 -0.176 | -| jpsi_p | 0.509 0.086 0.433 0.830 0.026 -0.334 0.794 0.861 0.943 -0.003 0.875 0.732 0.774 0.832 -0.180 0.407 0.844 1.000 0.320 0.670 0.832 0.097 -0.934 -0.178 | -| rho_p | 0.096 0.057 0.163 0.296 -0.060 -0.161 0.283 0.332 0.360 0.034 0.336 0.286 0.299 0.323 -0.070 0.146 0.326 0.320 1.000 0.262 0.316 0.324 -0.361 -0.304 | -| p4160_s | 0.361 0.071 0.407 0.598 0.023 -0.193 0.567 0.638 0.716 -0.013 0.656 0.505 0.677 0.633 -0.142 0.303 0.649 0.670 0.262 1.000 0.598 0.074 -0.718 -0.138 | -| bplus_0 | 0.408 0.076 0.363 0.694 0.022 -0.338 0.661 0.805 0.872 0.004 0.809 0.680 0.727 0.760 -0.173 0.375 0.774 0.832 0.316 0.598 1.000 0.103 -0.880 -0.203 | -| omega_s | 0.058 -0.006 0.047 0.093 0.203 -0.045 0.082 0.097 0.106 0.014 0.098 0.082 0.087 0.093 -0.021 0.044 0.094 0.097 0.324 0.074 0.103 1.000 -0.107 -0.282 | -| DDstar_s | -0.535 -0.097 -0.471 -0.880 -0.030 0.400 -0.817 -0.907 -0.993 0.009 -0.929 -0.775 -0.817 -0.887 0.196 -0.421 -0.890 -0.934 -0.361 -0.718 -0.880 -0.107 1.000 0.196 | -| rho_s | -0.107 -0.001 -0.087 -0.177 0.007 0.079 -0.152 -0.179 -0.195 0.018 -0.181 -0.152 -0.162 -0.172 0.038 -0.084 -0.176 -0.178 -0.304 -0.138 -0.203 -0.282 0.196 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04131252529951657}), (, {'error': 0.12537157755719974}), (, {'error': 0.1528221349630528}), (, {'error': 0.015081666594232823}), (, {'error': 0.13681781497739554}), (, {'error': 0.08773346364089973}), (, {'error': 0.23816548836308815}), (, {'error': 0.1448143409374536}), (, {'error': 9.123266136876168}), (, {'error': 0.6890417662521422}), (, {'error': 0.05797466678571972}), (, {'error': 0.26599908621353086}), (, {'error': 0.17568679736933035}), (, {'error': 0.2331629165511554}), (, {'error': 0.014092560380296881}), (, {'error': 0.07134816254591403}), (, {'error': 0.3792628781246168}), (, {'error': 0.04931981158997267}), (, {'error': 0.3848473335117726}), (, {'error': 0.16151490642325217}), (, {'error': 0.008134514705476326}), (, {'error': 0.6731184878183738}), (, {'error': 0.44322640888150583}), (, {'error': 0.26475586595601375})]) -Toy 18/25 -Time taken: 1 h, 55 min -Projected time left: 44 min, 41 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1608 (1608 total) | -| EDM = 0.000242 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297588.0572130237 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.009 | 0.083 | | | -2 | 2 | | -| 1 | phi_p | 0.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 4 | omega_p | 0.92 | 0.24 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.47 | 0.17 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -0.79 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 3.88 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.8 | 3.0 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.878 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.47 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -3.23 | 0.24 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.70 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 15| p3770_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 1.517 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.443 | 0.019 | | | -2 | 2 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.104 -0.101 -0.404 0.011 0.647 -0.106 0.041 -0.283 -0.126 0.033 0.231 0.090 0.008 -0.001 0.007 0.001 -0.141 0.291 0.129 0.124 0.002 -0.010 -0.080 | -| phi_p | -0.104 1.000 -0.002 -0.004 0.187 -0.034 0.007 -0.021 0.004 0.973 -0.026 -0.034 -0.034 0.001 0.002 0.001 0.000 -0.082 -0.135 -0.030 0.001 -0.001 0.003 0.128 | -| p4415_s | -0.101 -0.002 1.000 0.118 0.011 0.202 -0.016 -0.026 -0.010 -0.003 0.049 -0.162 0.139 0.082 -0.005 0.004 -0.001 -0.032 0.018 0.326 0.022 -0.003 -0.006 0.018 | -| bplus_1 | -0.404 -0.004 0.118 1.000 -0.081 -0.113 0.132 -0.016 0.442 0.003 0.060 -0.116 -0.026 0.035 -0.007 -0.010 0.000 0.064 -0.034 0.005 -0.814 0.018 0.010 -0.152 | -| omega_p | 0.011 0.187 0.011 -0.081 1.000 0.011 0.016 0.004 0.038 0.178 0.010 -0.001 0.004 0.005 -0.001 -0.001 0.000 -0.007 0.191 0.010 0.127 -0.561 0.001 0.608 | -| Ctt | 0.647 -0.034 0.202 -0.113 0.011 1.000 -0.260 -0.332 -0.104 -0.044 0.187 -0.061 -0.064 0.344 0.015 0.025 0.002 -0.352 0.137 0.235 0.007 -0.001 -0.021 -0.036 | -| Dbar_p | -0.106 0.007 -0.016 0.132 0.016 -0.260 1.000 0.270 -0.043 0.007 0.268 0.081 0.059 -0.078 0.005 -0.042 0.001 0.466 0.006 -0.064 0.017 -0.003 -0.003 0.029 | -| p4160_p | 0.041 -0.021 -0.026 -0.016 0.004 -0.332 0.270 1.000 0.132 -0.023 -0.072 0.291 -0.094 -0.450 0.022 -0.023 0.002 0.145 0.021 -0.128 0.045 0.001 0.065 0.007 | -| DDstar_p | -0.283 0.004 -0.010 0.442 0.038 -0.104 -0.043 0.132 1.000 0.007 0.014 -0.079 -0.040 -0.088 0.006 -0.021 0.002 -0.025 0.020 -0.068 0.033 -0.009 0.045 0.088 | -| phi_s | -0.126 0.973 -0.003 0.003 0.178 -0.044 0.007 -0.023 0.007 1.000 -0.029 -0.040 -0.039 -0.000 0.002 0.001 0.000 -0.086 -0.126 -0.036 -0.007 -0.006 0.003 0.112 | -| psi2s_p | 0.033 -0.026 0.049 0.060 0.010 0.187 0.268 -0.072 0.014 -0.029 1.000 -0.072 -0.177 0.163 0.027 0.008 0.006 0.151 0.038 -0.052 0.046 -0.001 0.041 0.015 | -| p4415_p | 0.231 -0.034 -0.162 -0.116 -0.001 -0.061 0.081 0.291 -0.079 -0.040 -0.072 1.000 0.021 -0.232 0.015 -0.010 0.001 0.032 0.066 -0.180 0.040 0.002 0.042 -0.022 | -| p4040_p | 0.090 -0.034 0.139 -0.026 0.004 -0.064 0.059 -0.094 -0.040 -0.039 -0.177 0.021 1.000 -0.190 0.018 -0.013 0.001 0.014 0.060 0.377 0.052 0.001 0.035 -0.008 | -| p4040_s | 0.008 0.001 0.082 0.035 0.005 0.344 -0.078 -0.450 -0.088 -0.000 0.163 -0.232 -0.190 1.000 -0.011 0.008 -0.003 -0.028 0.017 -0.181 0.002 -0.001 -0.014 0.002 | -| Dbar_s | -0.001 0.002 -0.005 -0.007 -0.001 0.015 0.005 0.022 0.006 0.002 0.027 0.015 0.018 -0.011 1.000 -0.002 -0.000 0.023 -0.003 0.002 -0.002 0.000 -0.001 -0.001 | -| p3770_p | 0.007 0.001 0.004 -0.010 -0.001 0.025 -0.042 -0.023 -0.021 0.001 0.008 -0.010 -0.013 0.008 -0.002 1.000 -0.001 -0.018 -0.001 0.000 -0.006 0.000 -0.004 -0.003 | -| p3770_s | 0.001 0.000 -0.001 0.000 0.000 0.002 0.001 0.002 0.002 0.000 0.006 0.001 0.001 -0.003 -0.000 -0.001 1.000 -0.001 -0.000 -0.000 -0.000 -0.000 -0.000 0.000 | -| jpsi_p | -0.141 -0.082 -0.032 0.064 -0.007 -0.352 0.466 0.145 -0.025 -0.086 0.151 0.032 0.014 -0.028 0.023 -0.018 -0.001 1.000 0.026 -0.065 0.071 0.007 0.063 0.007 | -| rho_p | 0.291 -0.135 0.018 -0.034 0.191 0.137 0.006 0.021 0.020 -0.126 0.038 0.066 0.060 0.017 -0.003 -0.001 -0.000 0.026 1.000 0.081 0.076 -0.074 -0.003 0.146 | -| p4160_s | 0.129 -0.030 0.326 0.005 0.010 0.235 -0.064 -0.128 -0.068 -0.036 -0.052 -0.180 0.377 -0.181 0.002 0.000 -0.000 -0.065 0.081 1.000 0.051 -0.001 0.006 -0.006 | -| bplus_0 | 0.124 0.001 0.022 -0.814 0.127 0.007 0.017 0.045 0.033 -0.007 0.046 0.040 0.052 0.002 -0.002 -0.006 -0.000 0.071 0.076 0.051 1.000 -0.029 -0.002 0.251 | -| omega_s | 0.002 -0.001 -0.003 0.018 -0.561 -0.001 -0.003 0.001 -0.009 -0.006 -0.001 0.002 0.001 -0.001 0.000 0.000 -0.000 0.007 -0.074 -0.001 -0.029 1.000 -0.000 -0.131 | -| DDstar_s | -0.010 0.003 -0.006 0.010 0.001 -0.021 -0.003 0.065 0.045 0.003 0.041 0.042 0.035 -0.014 -0.001 -0.004 -0.000 0.063 -0.003 0.006 -0.002 -0.000 1.000 0.003 | -| rho_s | -0.080 0.128 0.018 -0.152 0.608 -0.036 0.029 0.007 0.088 0.112 0.015 -0.022 -0.008 0.002 -0.001 -0.003 0.000 0.007 0.146 -0.006 0.251 -0.131 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08275567797740602}), (, {'error': 0.8288342712417482}), (, {'error': 0.1918775865441782}), (, {'error': 0.04086879129875809}), (, {'error': 0.24152442593835444}), (, {'error': 0.1729071151179543}), (, {'error': 0.31242090222293495}), (, {'error': 0.10240237407513852}), (, {'error': 0.3534652119507413}), (, {'error': 3.014388533412557}), (, {'error': 0.02958238678609515}), (, {'error': 0.17286455722392202}), (, {'error': 0.24240944025818378}), (, {'error': 0.17591156479258285}), (, {'error': 0.015202703589787925}), (, {'error': 0.06017860163522348}), (, {'error': 0.01027218710068084}), (, {'error': 0.02617092536995358}), (, {'error': 0.3692569038736906}), (, {'error': 0.17093455248099243}), (, {'error': 0.018714032502337608}), (, {'error': 3.775815313622937}), (, {'error': 0.032546839251948456}), (, {'error': 0.32135062392226743})]) -Toy 19/25 -Time taken: 2 h, 4 min -Projected time left: 39 min, 12 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1446 (1446 total) | -| EDM = 1.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297186.37105602294 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.20 | 0.09 | | | -2 | 2 | | -| 1 | phi_p | 0.24 | 0.39 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.43 | 0.19 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.94 | 0.05 | | | -2 | 2 | | -| 4 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.42 | 0.21 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.16 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.04 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.0 | 1.7 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.915 | 0.032 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.01 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.87 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.12 | 0.17 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 15| p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.10 | 0.23 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -1.674 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.505 | 0.023 | | | -2 | 2 | | -| 21| omega_s | 9.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.7 | 0.5 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.019 -0.044 -0.342 0.028 0.686 -0.075 -0.055 -0.289 -0.074 0.004 0.192 -0.055 0.104 0.003 -0.105 -0.109 0.157 0.015 0.137 0.019 -0.042 0.002 0.037 | -| phi_p | -0.019 1.000 0.001 -0.020 0.150 -0.004 0.006 -0.007 0.012 0.886 -0.007 -0.010 -0.008 -0.003 0.001 0.001 -0.006 -0.030 -0.021 -0.005 0.032 0.021 0.001 0.109 | -| p4415_s | -0.044 0.001 1.000 0.088 0.023 0.215 0.016 -0.050 -0.040 -0.004 0.010 -0.158 0.019 0.157 -0.000 -0.065 0.011 -0.013 -0.003 0.307 0.033 0.002 0.000 0.033 | -| bplus_1 | -0.342 -0.020 0.088 1.000 -0.140 -0.177 0.154 -0.005 0.373 -0.009 0.023 -0.118 -0.001 -0.006 -0.001 0.115 0.064 0.054 0.032 -0.017 -0.825 -0.038 0.003 -0.195 | -| omega_p | 0.028 0.150 0.023 -0.140 1.000 0.016 0.042 -0.003 0.068 0.137 0.001 -0.003 0.000 0.016 0.001 0.024 0.018 -0.016 -0.118 0.022 0.226 0.534 0.002 0.781 | -| Ctt | 0.686 -0.004 0.215 -0.177 0.016 1.000 -0.286 -0.394 -0.103 -0.025 0.190 -0.084 -0.293 0.348 0.005 -0.228 -0.183 0.250 0.005 0.250 0.008 -0.015 -0.003 0.021 | -| Dbar_p | -0.075 0.006 0.016 0.154 0.042 -0.286 1.000 0.041 -0.091 0.001 0.011 -0.064 -0.032 -0.073 0.016 0.325 -0.010 0.240 -0.007 -0.075 0.044 0.008 0.002 0.058 | -| p4160_p | -0.055 -0.007 -0.050 -0.005 -0.003 -0.394 0.041 1.000 0.174 -0.006 -0.146 0.308 0.193 -0.555 0.023 0.218 -0.006 -0.035 -0.001 -0.172 0.011 -0.002 0.043 -0.001 | -| DDstar_p | -0.289 0.012 -0.040 0.373 0.068 -0.103 -0.091 0.174 1.000 0.017 -0.036 -0.040 0.092 -0.139 0.004 0.259 0.149 0.123 -0.016 -0.091 0.047 0.022 0.035 0.097 | -| phi_s | -0.074 0.886 -0.004 -0.009 0.137 -0.025 0.001 -0.006 0.017 1.000 -0.007 -0.021 -0.011 -0.014 0.000 0.003 -0.012 -0.013 -0.016 -0.020 0.020 0.036 0.001 0.093 | -| psi2s_p | 0.004 -0.007 0.010 0.023 0.001 0.190 0.011 -0.146 -0.036 -0.007 1.000 -0.110 -0.233 -0.003 0.022 0.016 -0.436 -0.015 -0.001 -0.083 -0.005 -0.002 0.025 0.005 | -| p4415_p | 0.192 -0.010 -0.158 -0.118 -0.003 -0.084 -0.064 0.308 -0.040 -0.021 -0.110 1.000 0.137 -0.252 0.014 0.071 -0.018 -0.018 0.004 -0.213 0.015 -0.012 0.032 -0.002 | -| p4040_p | -0.055 -0.008 0.019 -0.001 0.000 -0.293 -0.032 0.193 0.092 -0.011 -0.233 0.137 1.000 -0.238 0.020 0.169 -0.044 -0.093 0.000 0.294 0.019 -0.004 0.031 0.003 | -| p4040_s | 0.104 -0.003 0.157 -0.006 0.016 0.348 -0.073 -0.555 -0.139 -0.014 -0.003 -0.252 -0.238 1.000 -0.001 -0.156 0.095 -0.007 0.001 0.040 0.028 -0.006 0.003 0.022 | -| Dbar_s | 0.003 0.001 -0.000 -0.001 0.001 0.005 0.016 0.023 0.004 0.000 0.022 0.014 0.020 -0.001 1.000 0.026 0.022 0.037 -0.000 0.003 0.001 0.000 -0.001 0.001 | -| p3770_p | -0.105 0.001 -0.065 0.115 0.024 -0.228 0.325 0.218 0.259 0.003 0.016 0.071 0.169 -0.156 0.026 1.000 -0.201 0.062 -0.007 -0.067 0.041 0.008 0.026 0.036 | -| p3770_s | -0.109 -0.006 0.011 0.064 0.018 -0.183 -0.010 -0.006 0.149 -0.012 -0.436 -0.018 -0.044 0.095 0.022 -0.201 1.000 -0.038 -0.003 0.005 0.051 -0.001 0.026 0.028 | -| jpsi_p | 0.157 -0.030 -0.013 0.054 -0.016 0.250 0.240 -0.035 0.123 -0.013 -0.015 -0.018 -0.093 -0.007 0.037 0.062 -0.038 1.000 -0.006 -0.030 -0.051 -0.001 0.055 -0.008 | -| rho_p | 0.015 -0.021 -0.003 0.032 -0.118 0.005 -0.007 -0.001 -0.016 -0.016 -0.001 0.004 0.000 0.001 -0.000 -0.007 -0.003 -0.006 1.000 0.001 -0.050 -0.022 -0.000 -0.128 | -| p4160_s | 0.137 -0.005 0.307 -0.017 0.022 0.250 -0.075 -0.172 -0.091 -0.020 -0.083 -0.213 0.294 0.040 0.003 -0.067 0.005 -0.030 0.001 1.000 0.046 -0.008 0.007 0.032 | -| bplus_0 | 0.019 0.032 0.033 -0.825 0.226 0.008 0.044 0.011 0.047 0.020 -0.005 0.015 0.019 0.028 0.001 0.041 0.051 -0.051 -0.050 0.046 1.000 0.061 0.001 0.318 | -| omega_s | -0.042 0.021 0.002 -0.038 0.534 -0.015 0.008 -0.002 0.022 0.036 -0.002 -0.012 -0.004 -0.006 0.000 0.008 -0.001 -0.001 -0.022 -0.008 0.061 1.000 0.001 0.191 | -| DDstar_s | 0.002 0.001 0.000 0.003 0.002 -0.003 0.002 0.043 0.035 0.001 0.025 0.032 0.031 0.003 -0.001 0.026 0.026 0.055 -0.000 0.007 0.001 0.001 1.000 0.002 | -| rho_s | 0.037 0.109 0.033 -0.195 0.781 0.021 0.058 -0.001 0.097 0.093 0.005 -0.002 0.003 0.022 0.001 0.036 0.028 -0.008 -0.128 0.032 0.318 0.191 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.09121626130500471}), (, {'error': 0.39249308122719917}), (, {'error': 0.18689056984431318}), (, {'error': 0.0462658339361246}), (, {'error': 0.3382361060999659}), (, {'error': 0.20865282660501738}), (, {'error': 0.28864455304900005}), (, {'error': 0.10175901319767533}), (, {'error': 0.33195902482129913}), (, {'error': 1.6930011238679796}), (, {'error': 0.031564107364873806}), (, {'error': 0.15109867760793927}), (, {'error': 0.16569098947311467}), (, {'error': 0.16978162167986283}), (, {'error': 0.014110084782856858}), (, {'error': 0.10221707530202262}), (, {'error': 0.22787055214383933}), (, {'error': 0.026278884921687062}), (, {'error': 0.10669010057021833}), (, {'error': 0.1659676734574962}), (, {'error': 0.022622674422851485}), (, {'error': 1.0053289803191539}), (, {'error': 0.01999814076737902}), (, {'error': 0.5013167409786947})]) -Toy 20/25 -Time taken: 2 h, 12 min -Projected time left: 33 min, 5 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1352 (1352 total) | -| EDM = 0.000552 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297151.31696456694 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.23 | 0.08 | | | -2 | 2 | | -| 1 | phi_p | 0.62 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 4 | omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.20 | 0.18 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 6.27 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.14 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 1.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.57 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.98 | 0.18 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.43 | 0.10 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 3.36 | 0.24 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 1.651 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 6.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 1.89 | 0.16 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.406 | 0.029 | | | -2 | 2 | | -| 21| omega_s | 7.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.022 -0.012 -0.262 0.006 -0.688 0.019 0.110 -0.415 0.091 -0.081 0.006 0.040 -0.223 -0.052 0.191 0.117 0.258 -0.150 -0.245 -0.049 0.026 -0.228 0.018 | -| phi_p | 0.022 1.000 -0.000 -0.013 0.004 -0.002 0.001 -0.002 0.001 0.715 -0.004 0.000 -0.006 -0.006 -0.003 0.001 -0.007 -0.026 -0.127 -0.009 0.020 -0.040 -0.004 -0.026 | -| p4415_s | -0.012 -0.000 1.000 0.007 -0.000 -0.004 0.001 0.015 0.006 -0.001 -0.003 -0.016 0.006 -0.012 -0.004 0.003 -0.001 0.003 0.001 -0.013 -0.002 -0.000 -0.006 -0.000 | -| bplus_1 | -0.262 -0.013 0.007 1.000 0.008 0.132 0.008 -0.041 0.405 -0.106 0.033 -0.005 0.011 0.132 0.006 -0.259 -0.095 0.044 -0.092 0.116 -0.869 -0.144 0.158 0.301 | -| omega_p | 0.006 0.004 -0.000 0.008 1.000 -0.002 -0.000 0.001 -0.003 -0.004 0.000 0.000 0.000 -0.001 -0.000 0.001 0.000 0.003 0.005 -0.001 -0.011 -0.148 -0.001 0.029 | -| Ctt | -0.688 -0.002 -0.004 0.132 -0.002 1.000 -0.012 -0.337 0.095 -0.046 0.286 -0.008 -0.220 0.372 -0.210 -0.147 -0.112 -0.358 0.063 0.253 0.001 -0.030 0.091 0.019 | -| Dbar_p | 0.019 0.001 0.001 0.008 -0.000 -0.012 1.000 0.069 0.049 -0.002 0.068 -0.001 0.054 -0.028 0.030 0.117 0.059 0.139 0.001 -0.017 -0.010 -0.002 0.046 0.002 | -| p4160_p | 0.110 -0.002 0.015 -0.041 0.001 -0.337 0.069 1.000 -0.173 -0.002 -0.104 -0.005 0.178 -0.529 -0.100 0.240 0.030 0.164 -0.009 -0.154 -0.007 -0.004 -0.312 0.010 | -| DDstar_p | -0.415 0.001 0.006 0.405 -0.003 0.095 0.049 -0.173 1.000 0.030 0.066 -0.012 -0.064 0.288 0.210 -0.452 -0.197 -0.024 0.022 0.203 0.047 0.065 0.318 -0.148 | -| phi_s | 0.091 0.715 -0.001 -0.106 -0.004 -0.046 -0.002 -0.002 0.030 1.000 -0.012 0.001 -0.017 -0.025 -0.013 -0.004 -0.025 -0.051 -0.069 -0.038 0.138 0.028 0.008 -0.115 | -| psi2s_p | -0.081 -0.004 -0.003 0.033 0.000 0.286 0.068 -0.104 0.066 -0.012 1.000 -0.000 -0.185 0.059 -0.079 0.006 -0.358 0.051 0.008 -0.037 -0.013 -0.007 -0.112 0.007 | -| p4415_p | 0.006 0.000 -0.016 -0.005 0.000 -0.008 -0.001 -0.005 -0.012 0.001 -0.000 1.000 -0.004 -0.003 0.000 0.005 0.001 0.002 -0.001 -0.009 0.002 0.000 -0.002 -0.000 | -| p4040_p | 0.040 -0.006 0.006 0.011 0.000 -0.220 0.054 0.178 -0.064 -0.017 -0.185 -0.004 1.000 -0.242 -0.129 0.177 -0.015 0.090 0.005 0.313 -0.037 -0.012 -0.210 0.019 | -| p4040_s | -0.223 -0.006 -0.012 0.132 -0.001 0.372 -0.028 -0.529 0.288 -0.025 0.059 -0.003 -0.242 1.000 0.013 -0.220 0.061 -0.076 0.029 0.021 -0.039 -0.009 0.122 0.002 | -| Dbar_s | -0.052 -0.003 -0.004 0.006 -0.000 -0.210 0.030 -0.100 0.210 -0.013 -0.079 0.000 -0.129 0.013 1.000 0.054 -0.131 -0.010 0.010 -0.031 -0.014 -0.010 0.050 0.014 | -| p3770_p | 0.191 0.001 0.003 -0.259 0.001 -0.147 0.117 0.240 -0.452 -0.004 0.006 0.005 0.177 -0.220 0.054 1.000 -0.153 0.060 -0.008 -0.095 0.054 -0.016 -0.306 0.033 | -| p3770_s | 0.117 -0.007 -0.001 -0.095 0.000 -0.112 0.059 0.030 -0.197 -0.025 -0.358 0.001 -0.015 0.061 -0.131 -0.153 1.000 0.134 0.010 -0.014 -0.019 -0.021 -0.206 0.035 | -| jpsi_p | 0.258 -0.026 0.003 0.044 0.003 -0.358 0.139 0.164 -0.024 -0.051 0.051 0.002 0.090 -0.076 -0.010 0.060 0.134 1.000 -0.014 -0.081 -0.144 -0.037 -0.330 0.067 | -| rho_p | -0.150 -0.127 0.001 -0.092 0.005 0.063 0.001 -0.009 0.022 -0.069 0.008 -0.001 0.005 0.029 0.010 -0.008 0.010 -0.014 1.000 0.039 0.113 0.225 0.012 0.046 | -| p4160_s | -0.245 -0.009 -0.013 0.116 -0.001 0.253 -0.017 -0.154 0.203 -0.038 -0.037 -0.009 0.313 0.021 -0.031 -0.095 -0.014 -0.081 0.039 1.000 -0.047 -0.019 0.055 0.016 | -| bplus_0 | -0.049 0.020 -0.002 -0.869 -0.011 0.001 -0.010 -0.007 0.047 0.138 -0.013 0.002 -0.037 -0.039 -0.014 0.054 -0.019 -0.144 0.113 -0.047 1.000 0.198 0.027 -0.426 | -| omega_s | 0.026 -0.040 -0.000 -0.144 -0.148 -0.030 -0.002 -0.004 0.065 0.028 -0.007 0.000 -0.012 -0.009 -0.010 -0.016 -0.021 -0.037 0.225 -0.019 0.198 1.000 0.024 -0.428 | -| DDstar_s | -0.228 -0.004 -0.006 0.158 -0.001 0.091 0.046 -0.312 0.318 0.008 -0.112 -0.002 -0.210 0.122 0.050 -0.306 -0.206 -0.330 0.012 0.055 0.027 0.024 1.000 -0.055 | -| rho_s | 0.018 -0.026 -0.000 0.301 0.029 0.019 0.002 0.010 -0.148 -0.115 0.007 -0.000 0.019 0.002 0.014 0.033 0.035 0.067 0.046 0.016 -0.426 -0.428 -0.055 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.08073160216738673}), (, {'error': 0.230779534652648}), (, {'error': 0.02732154548006184}), (, {'error': 0.06157591970183174}), (, {'error': 0.15321926199523794}), (, {'error': 0.1764528204756639}), (, {'error': 0.294638695468346}), (, {'error': 0.11600336530344713}), (, {'error': 0.5310354569128695}), (, {'error': 1.2751672196108537}), (, {'error': 0.03171681378328106}), (, {'error': 0.16531670087896533}), (, {'error': 0.1865165093517227}), (, {'error': 0.18109342662390576}), (, {'error': 0.38953754281596437}), (, {'error': 0.10319620874969981}), (, {'error': 0.23502394487030287}), (, {'error': 0.025054219769194752}), (, {'error': 0.3238699547713981}), (, {'error': 0.16496431206245044}), (, {'error': 0.028554071565932926}), (, {'error': 0.979376813968678}), (, {'error': 0.3991583589509088}), (, {'error': 0.3815074699937273})]) -Toy 21/25 -Time taken: 2 h, 20 min -Projected time left: 26 min, 44 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.001E+05 | Ncalls=501 (512 total) | -| EDM = 2.11E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300105.8706703862 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 1.621 | 0.001 | | | -2 | 2 | | -| 1 | phi_p | 2.750 | 0.008 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.799 | 0.001 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -1.335 | 0.002 | | | -2 | 2 | | -| 4 | omega_p | -2.480 | 0.004 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 1.421 | 0.000 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | 5.184 | 0.009 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.012 | 0.005 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 0.598E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 1.936E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.734 | 0.009 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -1.588 | 0.003 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 4.259 | 0.004 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.422 | 0.001 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 2.975E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 15| p3770_p | -0.597 | 0.016 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 0.332E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 5.58 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -4.727 | 0.004 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.913 | 0.001 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.9 | 3.3 | | | -2 | 2 | | -| 21| omega_s | 0.795E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | 2.348E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.540 | 0.001 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.654 0.436 -0.725 0.223 0.088 0.780 -0.688 0.417 -0.130 0.791 -0.030 -0.489 0.346 0.050 -0.769 -0.140 -0.801 -0.626 0.586 0.801 -0.068 0.619 0.065 | -| phi_p | -0.654 1.000 -0.444 0.738 -0.227 -0.089 -0.794 0.701 -0.424 0.132 -0.805 0.031 0.498 -0.352 -0.051 0.783 0.143 0.815 0.637 -0.596 -0.816 0.069 -0.630 -0.066 | -| p4415_s | 0.436 -0.444 1.000 -0.492 0.151 0.060 0.530 -0.467 0.283 -0.088 0.537 -0.021 -0.332 0.235 0.034 -0.522 -0.095 -0.544 -0.425 0.398 0.544 -0.046 0.421 0.044 | -| bplus_1 | -0.725 0.738 -0.492 1.000 -0.251 -0.099 -0.881 0.777 -0.470 0.147 -0.893 0.034 0.552 -0.390 -0.056 0.868 0.158 0.904 0.707 -0.661 -0.905 0.076 -0.699 -0.073 | -| omega_p | 0.223 -0.227 0.151 -0.251 1.000 0.030 0.270 -0.238 0.144 -0.045 0.274 -0.010 -0.169 0.120 0.017 -0.267 -0.049 -0.277 -0.217 0.203 0.278 -0.023 0.215 0.022 | -| Ctt | 0.088 -0.089 0.060 -0.099 0.030 1.000 0.106 -0.094 0.057 -0.018 0.108 -0.004 -0.067 0.047 0.007 -0.105 -0.019 -0.109 -0.085 0.080 0.109 -0.009 0.085 0.009 | -| Dbar_p | 0.780 -0.794 0.530 -0.881 0.270 0.106 1.000 -0.836 0.506 -0.158 0.960 -0.037 -0.594 0.420 0.061 -0.934 -0.170 -0.972 -0.760 0.711 0.973 -0.082 0.752 0.079 | -| p4160_p | -0.688 0.701 -0.467 0.777 -0.238 -0.094 -0.836 1.000 -0.446 0.139 -0.847 0.032 0.524 -0.371 -0.053 0.824 0.150 0.858 0.671 -0.627 -0.859 0.073 -0.664 -0.069 | -| DDstar_p | 0.417 -0.424 0.283 -0.470 0.144 0.057 0.506 -0.446 1.000 -0.084 0.513 -0.020 -0.317 0.224 0.032 -0.499 -0.091 -0.519 -0.406 0.380 0.520 -0.044 0.402 0.042 | -| phi_s | -0.130 0.132 -0.088 0.147 -0.045 -0.018 -0.158 0.139 -0.084 1.000 -0.160 0.006 0.099 -0.070 -0.010 0.156 0.028 0.162 0.127 -0.119 -0.162 0.014 -0.125 -0.013 | -| psi2s_p | 0.791 -0.805 0.537 -0.893 0.274 0.108 0.960 -0.847 0.513 -0.160 1.000 -0.037 -0.602 0.426 0.061 -0.947 -0.173 -0.986 -0.771 0.721 0.987 -0.083 0.762 0.080 | -| p4415_p | -0.030 0.031 -0.021 0.034 -0.010 -0.004 -0.037 0.032 -0.020 0.006 -0.037 1.000 0.023 -0.016 -0.002 0.036 0.007 0.038 0.029 -0.028 -0.038 0.003 -0.029 -0.003 | -| p4040_p | -0.489 0.498 -0.332 0.552 -0.169 -0.067 -0.594 0.524 -0.317 0.099 -0.602 0.023 1.000 -0.263 -0.038 0.586 0.107 0.609 0.477 -0.446 -0.610 0.052 -0.471 -0.049 | -| p4040_s | 0.346 -0.352 0.235 -0.390 0.120 0.047 0.420 -0.371 0.224 -0.070 0.426 -0.016 -0.263 1.000 0.027 -0.414 -0.075 -0.431 -0.337 0.315 0.432 -0.036 0.334 0.035 | -| Dbar_s | 0.050 -0.051 0.034 -0.056 0.017 0.007 0.061 -0.053 0.032 -0.010 0.061 -0.002 -0.038 0.027 1.000 -0.060 -0.011 -0.062 -0.049 0.045 0.062 -0.005 0.048 0.005 | -| p3770_p | -0.769 0.783 -0.522 0.868 -0.267 -0.105 -0.934 0.824 -0.499 0.156 -0.947 0.036 0.586 -0.414 -0.060 1.000 0.168 0.959 0.750 -0.701 -0.960 0.081 -0.742 -0.077 | -| p3770_s | -0.140 0.143 -0.095 0.158 -0.049 -0.019 -0.170 0.150 -0.091 0.028 -0.173 0.007 0.107 -0.075 -0.011 0.168 1.000 0.175 0.137 -0.128 -0.175 0.015 -0.135 -0.014 | -| jpsi_p | -0.801 0.815 -0.544 0.904 -0.277 -0.109 -0.972 0.858 -0.519 0.162 -0.986 0.038 0.609 -0.431 -0.062 0.959 0.175 1.000 0.780 -0.730 -0.999 0.084 -0.772 -0.081 | -| rho_p | -0.626 0.637 -0.425 0.707 -0.217 -0.085 -0.760 0.671 -0.406 0.127 -0.771 0.029 0.477 -0.337 -0.049 0.750 0.137 0.780 1.000 -0.571 -0.781 0.066 -0.604 -0.063 | -| p4160_s | 0.586 -0.596 0.398 -0.661 0.203 0.080 0.711 -0.627 0.380 -0.119 0.721 -0.028 -0.446 0.315 0.045 -0.701 -0.128 -0.730 -0.571 1.000 0.731 -0.062 0.565 0.059 | -| bplus_0 | 0.801 -0.816 0.544 -0.905 0.278 0.109 0.973 -0.859 0.520 -0.162 0.987 -0.038 -0.610 0.432 0.062 -0.960 -0.175 -0.999 -0.781 0.731 1.000 -0.085 0.773 0.081 | -| omega_s | -0.068 0.069 -0.046 0.076 -0.023 -0.009 -0.082 0.073 -0.044 0.014 -0.083 0.003 0.052 -0.036 -0.005 0.081 0.015 0.084 0.066 -0.062 -0.085 1.000 -0.065 -0.007 | -| DDstar_s | 0.619 -0.630 0.421 -0.699 0.215 0.085 0.752 -0.664 0.402 -0.125 0.762 -0.029 -0.471 0.334 0.048 -0.742 -0.135 -0.772 -0.604 0.565 0.773 -0.065 1.000 0.062 | -| rho_s | 0.065 -0.066 0.044 -0.073 0.022 0.009 0.079 -0.069 0.042 -0.013 0.080 -0.003 -0.049 0.035 0.005 -0.077 -0.014 -0.081 -0.063 0.059 0.081 -0.007 0.062 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0012622760504399366}), (, {'error': 0.008208547310357694}), (, {'error': 0.0007691590813139193}), (, {'error': 0.0016078420645371239}), (, {'error': 0.0040089706065473685}), (, {'error': 0.0003016325822500221}), (, {'error': 0.008693793294033192}), (, {'error': 0.004898330891355496}), (, {'error': 0.0013558876595878289}), (, {'error': 0.0027943390780613697}), (, {'error': 0.009364964777479834}), (, {'error': 0.0034594155306937324}), (, {'error': 0.0035091468251957636}), (, {'error': 0.0005710950256426206}), (, {'error': 2.4470631811102095e-05}), (, {'error': 0.015786676796738952}), (, {'error': 0.000866938109883364}), (, {'error': 0.10787294862791885}), (, {'error': 0.004028440145408485}), (, {'error': 0.0011940698751295997}), (, {'error': 3.3301168715208043}), (, {'error': 0.001480258763636666}), (, {'error': 0.00018335421411763697}), (, {'error': 0.0005690981168590126})]) -Toy 22/25 -Time taken: 2 h, 25 min -Projected time left: 19 min, 51 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1186 (1186 total) | -| EDM = 0.000471 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297316.47491964145 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | -0.27 | 0.05 | | | -2 | 2 | | -| 1 | phi_p | -0.39 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.43 | 0.16 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | -0.897 | 0.013 | | | -2 | 2 | | -| 4 | omega_p | -5.42 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.010 | 0.126 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -1.4 | 4.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.38 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -4.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.73 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | 3.25 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 0.92 | 0.14 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | 0.08 | 0.48 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.35 | 0.25 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.25 | 0.27 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | 1.61 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| rho_p | 5.57 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.12 | 0.14 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | 0.497 | 0.007 | | | -2 | 2 | | -| 21| omega_s | 8.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.54 | 0.24 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 0.023 -0.113 -0.133 0.006 0.364 0.028 0.060 -0.028 -0.066 0.001 0.107 0.053 -0.013 -0.008 0.027 0.023 -0.009 0.193 0.050 -0.125 -0.014 -0.004 -0.087 | -| phi_p | 0.023 1.000 -0.001 0.025 -0.009 -0.021 0.033 0.023 -0.032 0.463 0.024 0.007 0.017 -0.010 -0.034 0.029 0.025 0.029 0.080 -0.010 0.025 -0.036 -0.002 -0.008 | -| p4415_s | -0.113 -0.001 1.000 0.116 0.001 0.142 0.016 -0.009 -0.044 -0.001 0.017 -0.130 0.049 0.084 -0.011 -0.009 0.015 -0.007 -0.000 0.220 0.107 -0.001 0.019 0.009 | -| bplus_1 | -0.133 0.025 0.116 1.000 0.015 -0.258 0.491 0.324 -0.360 -0.004 0.371 0.094 0.243 -0.096 -0.466 0.446 0.372 0.469 0.076 -0.103 -0.091 0.002 -0.197 0.002 | -| omega_p | 0.006 -0.009 0.001 0.015 1.000 -0.012 0.027 0.018 -0.023 0.003 0.019 0.005 0.013 -0.008 -0.027 0.024 0.019 0.022 0.096 -0.008 0.020 0.689 -0.004 0.303 | -| Ctt | 0.364 -0.021 0.142 -0.258 -0.012 1.000 -0.518 -0.464 0.470 -0.009 -0.223 -0.068 -0.306 0.357 0.491 -0.473 -0.377 -0.520 -0.021 0.311 -0.222 -0.005 0.063 -0.019 | -| Dbar_p | 0.028 0.033 0.016 0.491 0.027 -0.518 1.000 0.668 -0.935 0.004 0.692 0.137 0.448 -0.335 -0.983 0.900 0.678 0.892 0.063 -0.354 0.437 0.008 -0.165 0.032 | -| p4160_p | 0.060 0.023 -0.009 0.324 0.018 -0.464 0.668 1.000 -0.554 0.001 0.474 0.276 0.334 -0.466 -0.685 0.663 0.487 0.654 0.045 -0.299 0.293 0.005 -0.065 0.021 | -| DDstar_p | -0.028 -0.032 -0.044 -0.360 -0.023 0.470 -0.935 -0.554 1.000 -0.002 -0.630 -0.096 -0.385 0.292 0.937 -0.815 -0.610 -0.813 -0.062 0.311 -0.319 -0.008 0.201 -0.017 | -| phi_s | -0.066 0.463 -0.001 -0.004 0.003 -0.009 0.004 0.001 -0.002 1.000 0.001 -0.010 -0.006 -0.009 -0.005 0.005 -0.005 -0.006 0.094 -0.015 -0.009 0.008 0.004 -0.006 | -| psi2s_p | 0.001 0.024 0.017 0.371 0.019 -0.223 0.692 0.474 -0.630 0.001 1.000 0.087 0.266 -0.227 -0.710 0.649 0.369 0.669 0.045 -0.284 0.333 0.004 -0.065 0.025 | -| p4415_p | 0.107 0.007 -0.130 0.094 0.005 -0.068 0.137 0.276 -0.096 -0.010 0.087 1.000 0.155 -0.183 -0.153 0.165 0.128 0.151 0.034 -0.137 0.095 -0.002 0.077 -0.004 | -| p4040_p | 0.053 0.017 0.049 0.243 0.013 -0.306 0.448 0.334 -0.385 -0.006 0.266 0.155 1.000 -0.261 -0.475 0.472 0.322 0.443 0.045 0.058 0.225 0.001 -0.014 0.008 | -| p4040_s | -0.013 -0.010 0.084 -0.096 -0.008 0.357 -0.335 -0.466 0.292 -0.009 -0.227 -0.183 -0.261 1.000 0.337 -0.324 -0.159 -0.305 -0.004 0.007 -0.078 -0.005 0.120 -0.013 | -| Dbar_s | -0.008 -0.034 -0.011 -0.466 -0.027 0.491 -0.983 -0.685 0.937 -0.005 -0.710 -0.153 -0.475 0.337 1.000 -0.902 -0.701 -0.908 -0.061 0.349 -0.413 -0.009 0.186 -0.030 | -| p3770_p | 0.027 0.029 -0.009 0.446 0.024 -0.473 0.900 0.663 -0.815 0.005 0.649 0.165 0.472 -0.324 -0.902 1.000 0.573 0.824 0.051 -0.317 0.400 0.008 -0.163 0.032 | -| p3770_s | 0.023 0.025 0.015 0.372 0.019 -0.377 0.678 0.487 -0.610 -0.005 0.369 0.128 0.322 -0.159 -0.701 0.573 1.000 0.665 0.057 -0.226 0.341 0.004 -0.088 0.017 | -| jpsi_p | -0.009 0.029 -0.007 0.469 0.022 -0.520 0.892 0.654 -0.813 -0.006 0.669 0.151 0.443 -0.305 -0.908 0.824 0.665 1.000 0.064 -0.331 0.422 0.002 -0.089 0.025 | -| rho_p | 0.193 0.080 -0.000 0.076 0.096 -0.021 0.063 0.045 -0.062 0.094 0.045 0.034 0.045 -0.004 -0.061 0.051 0.057 0.064 1.000 0.007 0.088 0.002 -0.016 0.090 | -| p4160_s | 0.050 -0.010 0.220 -0.103 -0.008 0.311 -0.354 -0.299 0.311 -0.015 -0.284 -0.137 0.058 0.007 0.349 -0.317 -0.226 -0.331 0.007 1.000 -0.077 -0.007 0.117 -0.020 | -| bplus_0 | -0.125 0.025 0.107 -0.091 0.020 -0.222 0.437 0.293 -0.319 -0.009 0.333 0.095 0.225 -0.078 -0.413 0.400 0.341 0.422 0.088 -0.077 1.000 -0.006 -0.182 0.059 | -| omega_s | -0.014 -0.036 -0.001 0.002 0.689 -0.005 0.008 0.005 -0.008 0.008 0.004 -0.002 0.001 -0.005 -0.009 0.008 0.004 0.002 0.002 -0.007 -0.006 1.000 0.001 -0.048 | -| DDstar_s | -0.004 -0.002 0.019 -0.197 -0.004 0.063 -0.165 -0.065 0.201 0.004 -0.065 0.077 -0.014 0.120 0.186 -0.163 -0.088 -0.089 -0.016 0.117 -0.182 0.001 1.000 -0.014 | -| rho_s | -0.087 -0.008 0.009 0.002 0.303 -0.019 0.032 0.021 -0.017 -0.006 0.025 -0.004 0.008 -0.013 -0.030 0.032 0.017 0.025 0.090 -0.020 0.059 -0.048 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0493942266223002}), (, {'error': 0.16727430582004166}), (, {'error': 0.15835048191165835}), (, {'error': 0.012946530691554492}), (, {'error': 0.21009903809637365}), (, {'error': 0.12571798197176565}), (, {'error': 4.440847072478592}), (, {'error': 0.11457304816220204}), (, {'error': 0.7789354478273334}), (, {'error': 0.7997362700563935}), (, {'error': 0.038160311026215865}), (, {'error': 0.1275413129717311}), (, {'error': 0.18098047779955895}), (, {'error': 0.1448839867312509}), (, {'error': 0.4824363716268144}), (, {'error': 0.24962060275235576}), (, {'error': 0.2707648448084021}), (, {'error': 0.04974072723207845}), (, {'error': 0.21555945022531464}), (, {'error': 0.14462595437030656}), (, {'error': 0.006931320101367655}), (, {'error': 1.122168986428215}), (, {'error': 0.37560262153702684}), (, {'error': 0.23542669033257202})]) -Toy 23/25 -Time taken: 2 h, 32 min -Projected time left: 13 min, 18 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1346 (1346 total) | -| EDM = 0.017 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297191.2355930845 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.12 | 0.04 | | | -2 | 2 | | -| 1 | phi_p | 0.06 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 0.98 | 0.15 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.910 | 0.019 | | | -2 | 2 | | -| 4 | omega_p | 0.53 | 0.12 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | -0.13 | 0.07 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -2.1 | 7.5 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | -2.29 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.7 | 0.7 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.796 | 0.030 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | -2.39 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -2.50 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.17 | 0.15 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.004 | 0.443 | | | -0.3 | 0.3 | | -| 15| p3770_p | 3.56 | 0.28 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.72 | 0.28 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -4.67 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.457 | 0.009 | | | -2 | 2 | | -| 21| omega_s | 9.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.30 | 0.51 | | | -0.3 | 0.3 | | -| 23| rho_s | 0.81 | 0.19 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.024 0.503 0.653 -0.032 0.036 0.720 -0.612 -0.708 -0.011 -0.545 0.426 -0.573 0.563 0.720 -0.700 -0.644 -0.646 0.128 0.588 0.654 -0.001 0.673 -0.098 | -| phi_p | -0.024 1.000 -0.000 -0.005 0.024 -0.007 -0.001 0.001 -0.001 0.462 0.001 0.001 0.000 0.001 -0.001 -0.000 0.001 0.000 0.014 0.001 -0.007 0.002 -0.002 0.003 | -| p4415_s | 0.503 -0.000 1.000 0.603 -0.015 0.280 0.657 -0.513 -0.625 -0.033 -0.510 0.396 -0.492 0.536 0.658 -0.640 -0.574 -0.595 0.198 0.587 0.604 -0.000 0.607 -0.109 | -| bplus_1 | 0.653 -0.005 0.603 1.000 -0.025 0.270 0.949 -0.773 -0.916 -0.043 -0.736 0.600 -0.723 0.736 0.949 -0.918 -0.837 -0.854 0.269 0.775 0.876 -0.001 0.883 -0.158 | -| omega_p | -0.032 0.024 -0.015 -0.025 1.000 -0.009 -0.024 0.020 0.023 0.009 0.019 -0.014 0.018 -0.017 -0.024 0.023 0.022 0.023 -0.040 -0.018 -0.027 -0.043 -0.022 0.270 | -| Ctt | 0.036 -0.007 0.280 0.270 -0.009 1.000 0.290 -0.304 -0.298 -0.010 -0.149 0.187 -0.306 0.283 0.290 -0.286 -0.278 -0.307 0.059 0.296 0.270 -0.000 0.282 -0.040 | -| Dbar_p | 0.720 -0.001 0.657 0.949 -0.024 0.290 1.000 -0.819 -0.957 -0.049 -0.767 0.636 -0.764 0.787 0.995 -0.966 -0.874 -0.891 0.303 0.830 0.949 -0.001 0.950 -0.168 | -| p4160_p | -0.612 0.001 -0.513 -0.773 0.020 -0.304 -0.819 1.000 0.744 0.040 0.630 -0.472 0.652 -0.707 -0.819 0.803 0.722 0.746 -0.248 -0.695 -0.773 0.001 -0.773 0.137 | -| DDstar_p | -0.708 -0.001 -0.625 -0.916 0.023 -0.298 -0.957 0.744 1.000 0.045 0.703 -0.634 0.705 -0.777 -0.957 0.923 0.815 0.819 -0.291 -0.803 -0.917 0.001 -0.911 0.161 | -| phi_s | -0.011 0.462 -0.033 -0.043 0.009 -0.010 -0.049 0.040 0.045 1.000 0.036 -0.034 0.037 -0.042 -0.049 0.048 0.041 0.038 0.025 -0.043 -0.041 -0.001 -0.047 -0.005 | -| psi2s_p | -0.545 0.001 -0.510 -0.736 0.019 -0.149 -0.767 0.630 0.703 0.036 1.000 -0.497 0.569 -0.617 -0.767 0.749 0.621 0.708 -0.231 -0.650 -0.736 0.001 -0.737 0.128 | -| p4415_p | 0.426 0.001 0.396 0.600 -0.014 0.187 0.636 -0.472 -0.634 -0.034 -0.497 1.000 -0.452 0.479 0.636 -0.610 -0.551 -0.564 0.197 0.494 0.599 -0.000 0.594 -0.108 | -| p4040_p | -0.573 0.000 -0.492 -0.723 0.018 -0.306 -0.764 0.652 0.705 0.037 0.569 -0.452 1.000 -0.614 -0.765 0.752 0.658 0.688 -0.232 -0.568 -0.723 0.001 -0.722 0.127 | -| p4040_s | 0.563 0.001 0.536 0.736 -0.017 0.283 0.787 -0.707 -0.777 -0.042 -0.617 0.479 -0.614 1.000 0.788 -0.759 -0.670 -0.695 0.244 0.648 0.736 -0.000 0.733 -0.134 | -| Dbar_s | 0.720 -0.001 0.658 0.949 -0.024 0.290 0.995 -0.819 -0.957 -0.049 -0.767 0.636 -0.765 0.788 1.000 -0.967 -0.874 -0.891 0.303 0.830 0.950 -0.001 0.950 -0.168 | -| p3770_p | -0.700 -0.000 -0.640 -0.918 0.023 -0.286 -0.966 0.803 0.923 0.048 0.749 -0.610 0.752 -0.759 -0.967 1.000 0.834 0.863 -0.296 -0.803 -0.918 0.001 -0.914 0.163 | -| p3770_s | -0.644 0.001 -0.574 -0.837 0.022 -0.278 -0.874 0.722 0.815 0.041 0.621 -0.551 0.658 -0.670 -0.874 0.834 1.000 0.792 -0.264 -0.720 -0.837 0.001 -0.831 0.145 | -| jpsi_p | -0.646 0.000 -0.595 -0.854 0.023 -0.307 -0.891 0.746 0.819 0.038 0.708 -0.564 0.688 -0.695 -0.891 0.863 0.792 1.000 -0.266 -0.742 -0.855 0.001 -0.856 0.147 | -| rho_p | 0.128 0.014 0.198 0.269 -0.040 0.059 0.303 -0.248 -0.291 0.025 -0.231 0.197 -0.232 0.244 0.303 -0.296 -0.264 -0.266 1.000 0.255 0.269 -0.004 0.281 0.025 | -| p4160_s | 0.588 0.001 0.587 0.775 -0.018 0.296 0.830 -0.695 -0.803 -0.043 -0.650 0.494 -0.568 0.648 0.830 -0.803 -0.720 -0.742 0.255 1.000 0.775 -0.000 0.776 -0.141 | -| bplus_0 | 0.654 -0.007 0.604 0.876 -0.027 0.270 0.949 -0.773 -0.917 -0.041 -0.736 0.599 -0.723 0.736 0.950 -0.918 -0.837 -0.855 0.269 0.775 1.000 -0.001 0.884 -0.166 | -| omega_s | -0.001 0.002 -0.000 -0.001 -0.043 -0.000 -0.001 0.001 0.001 -0.001 0.001 -0.000 0.001 -0.000 -0.001 0.001 0.001 0.001 -0.004 -0.000 -0.001 1.000 -0.001 0.015 | -| DDstar_s | 0.673 -0.002 0.607 0.883 -0.022 0.282 0.950 -0.773 -0.911 -0.047 -0.737 0.594 -0.722 0.733 0.950 -0.914 -0.831 -0.856 0.281 0.776 0.884 -0.001 1.000 -0.156 | -| rho_s | -0.098 0.003 -0.109 -0.158 0.270 -0.040 -0.168 0.137 0.161 -0.005 0.128 -0.108 0.127 -0.134 -0.168 0.163 0.145 0.147 0.025 -0.141 -0.166 0.015 -0.156 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04094654975741263}), (, {'error': 0.1511158192722264}), (, {'error': 0.15384679745183377}), (, {'error': 0.0186810863601381}), (, {'error': 0.12301263624118297}), (, {'error': 0.06717932227906098}), (, {'error': 7.45738986905099}), (, {'error': 0.09003287356873657}), (, {'error': 8.853513084356207}), (, {'error': 0.6626782385236965}), (, {'error': 0.02999699847334103}), (, {'error': 0.172064072246791}), (, {'error': 0.1441851886366119}), (, {'error': 0.15321384050479037}), (, {'error': 0.44300092479870373}), (, {'error': 0.28160257148303725}), (, {'error': 0.28328726732490783}), (, {'error': 0.03316595589186688}), (, {'error': 0.31972881826924704}), (, {'error': 0.16913768678304275}), (, {'error': 0.009454516440175476}), (, {'error': 0.8438918065109053}), (, {'error': 0.5103713520446893}), (, {'error': 0.1906515820705812})]) -Toy 24/25 -Time taken: 2 h, 41 min -Projected time left: 6 min, 42 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1367 (1367 total) | -| EDM = 0.0147 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297484.26381689816 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_2 | 0.16 | 0.07 | | | -2 | 2 | | -| 1 | phi_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 2 | p4415_s | 1.45 | 0.18 | | |0.126447 | 2.35355 | | -| 3 | bplus_1 | 0.856 | 0.032 | | | -2 | 2 | | -| 4 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 5 | Ctt | 0.20 | 0.24 | | | -1.5 | 1.5 | | -| 6 | Dbar_p | -5.1 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | p4160_p | 3.73 | 0.17 | | |-6.28319 | 6.28319 | | -| 8 | DDstar_p | 6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.5 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| p4415_p | 3.95 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| p4040_p | -3.03 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p4040_s | 1.30 | 0.19 | | |0.00501244| 2.01499 | | -| 14| Dbar_s | -0.29 | 0.37 | | | -0.3 | 0.3 | | -| 15| p3770_p | -3.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| p3770_s | 2.97 | 0.25 | | |0.918861 | 4.08114 | | -| 17| jpsi_p | -4.71 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| rho_p | -0.58 | 0.25 | | |-6.28319 | 6.28319 | | -| 19| p4160_s | 2.36 | 0.18 | | | 0.71676 | 3.68324 | | -| 20| bplus_0 | -0.441 | 0.016 | | | -2 | 2 | | -| 21| omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| DDstar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 23| rho_s | 1.42 | 0.30 | | |0.0253049| 2.0747 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_2 phi_p p4415_s bplus_1 omega_p Ctt Dbar_p p4160_p DDstar_p phi_s psi2s_p p4415_p p4040_p p4040_s Dbar_s p3770_p p3770_s jpsi_p rho_p p4160_s bplus_0 omega_s DDstar_s rho_s | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_2 | 1.000 -0.006 -0.011 -0.412 0.002 -0.596 0.335 0.312 -0.164 0.034 0.277 0.012 0.248 -0.204 0.400 0.371 0.136 0.414 -0.170 -0.227 -0.401 -0.068 -0.160 0.173 | -| phi_p | -0.006 1.000 0.000 -0.001 -0.001 0.000 0.001 0.001 -0.000 0.138 0.000 0.001 0.001 0.000 0.001 0.001 0.001 0.000 0.026 0.001 -0.001 0.002 -0.001 -0.001 | -| p4415_s | -0.011 0.000 1.000 0.118 -0.000 0.309 -0.207 -0.198 0.093 0.021 -0.163 -0.200 -0.121 0.205 -0.247 -0.245 -0.054 -0.246 -0.023 0.329 0.118 0.020 0.098 -0.048 | -| bplus_1 | -0.412 -0.001 0.118 1.000 -0.001 0.683 -0.795 -0.664 0.351 0.109 -0.560 -0.219 -0.517 0.387 -0.809 -0.783 -0.261 -0.746 -0.145 0.364 0.423 0.083 0.361 -0.204 | -| omega_p | 0.002 -0.001 -0.000 -0.001 1.000 -0.002 0.002 0.001 -0.001 -0.004 0.001 0.000 0.001 -0.001 0.002 0.002 0.000 0.002 0.022 -0.001 -0.002 -0.094 -0.001 0.013 | -| Ctt | -0.596 0.000 0.309 0.683 -0.002 1.000 -0.811 -0.736 0.302 0.099 -0.428 -0.277 -0.551 0.559 -0.797 -0.777 -0.230 -0.777 -0.089 0.525 0.671 0.100 0.428 -0.243 | -| Dbar_p | 0.335 0.001 -0.207 -0.795 0.002 -0.811 1.000 0.732 -0.340 -0.145 0.575 0.230 0.521 -0.472 0.903 0.874 0.209 0.803 0.157 -0.471 -0.785 -0.121 -0.504 0.282 | -| p4160_p | 0.312 0.001 -0.198 -0.664 0.001 -0.736 0.732 1.000 -0.259 -0.123 0.590 0.433 0.626 -0.646 0.859 0.848 0.274 0.823 0.133 -0.498 -0.655 -0.100 -0.412 0.234 | -| DDstar_p | -0.164 -0.000 0.093 0.351 -0.001 0.302 -0.340 -0.259 1.000 0.065 -0.236 0.011 -0.178 0.248 -0.442 -0.389 -0.080 -0.315 -0.073 0.245 0.349 0.053 0.243 -0.123 | -| phi_s | 0.034 0.138 0.021 0.109 -0.004 0.099 -0.145 -0.123 0.065 1.000 -0.101 -0.058 -0.102 0.062 -0.144 -0.140 -0.058 -0.141 0.034 0.050 0.145 0.064 0.069 -0.062 | -| psi2s_p | 0.277 0.000 -0.163 -0.560 0.001 -0.428 0.575 0.590 -0.236 -0.101 1.000 0.225 0.424 -0.344 0.703 0.671 0.115 0.679 0.106 -0.365 -0.554 -0.085 -0.360 0.199 | -| p4415_p | 0.012 0.001 -0.200 -0.219 0.000 -0.277 0.230 0.433 0.011 -0.058 0.225 1.000 0.322 -0.340 0.334 0.347 0.128 0.342 0.079 -0.332 -0.226 -0.033 -0.165 0.074 | -| p4040_p | 0.248 0.001 -0.121 -0.517 0.001 -0.551 0.521 0.626 -0.178 -0.102 0.424 0.322 1.000 -0.466 0.672 0.672 0.205 0.651 0.115 -0.131 -0.515 -0.077 -0.322 0.178 | -| p4040_s | -0.204 0.000 0.205 0.387 -0.001 0.559 -0.472 -0.646 0.248 0.062 -0.344 -0.340 -0.466 1.000 -0.535 -0.521 -0.066 -0.494 -0.059 0.256 0.380 0.060 0.242 -0.142 | -| Dbar_s | 0.400 0.001 -0.247 -0.809 0.002 -0.797 0.903 0.859 -0.442 -0.144 0.703 0.334 0.672 -0.535 1.000 0.967 0.329 0.926 0.153 -0.505 -0.801 -0.122 -0.522 0.288 | -| p3770_p | 0.371 0.001 -0.245 -0.783 0.002 -0.777 0.874 0.848 -0.389 -0.140 0.671 0.347 0.672 -0.521 0.967 1.000 0.247 0.898 0.148 -0.486 -0.769 -0.118 -0.481 0.276 | -| p3770_s | 0.136 0.001 -0.054 -0.261 0.000 -0.230 0.209 0.274 -0.080 -0.058 0.115 0.128 0.205 -0.066 0.329 0.247 1.000 0.354 0.070 -0.123 -0.258 -0.037 -0.143 0.082 | -| jpsi_p | 0.414 0.000 -0.246 -0.746 0.002 -0.777 0.803 0.823 -0.315 -0.141 0.679 0.342 0.651 -0.494 0.926 0.898 0.354 1.000 0.147 -0.474 -0.747 -0.114 -0.479 0.263 | -| rho_p | -0.170 0.026 -0.023 -0.145 0.022 -0.089 0.157 0.133 -0.073 0.034 0.106 0.079 0.115 -0.059 0.153 0.148 0.070 0.147 1.000 -0.038 -0.151 0.128 -0.078 0.199 | -| p4160_s | -0.227 0.001 0.329 0.364 -0.001 0.525 -0.471 -0.498 0.245 0.050 -0.365 -0.332 -0.131 0.256 -0.505 -0.486 -0.123 -0.474 -0.038 1.000 0.356 0.057 0.237 -0.139 | -| bplus_0 | -0.401 -0.001 0.118 0.423 -0.002 0.671 -0.785 -0.655 0.349 0.145 -0.554 -0.226 -0.515 0.380 -0.801 -0.769 -0.258 -0.747 -0.151 0.356 1.000 0.127 0.360 -0.305 | -| omega_s | -0.068 0.002 0.020 0.083 -0.094 0.100 -0.121 -0.100 0.053 0.064 -0.085 -0.033 -0.077 0.060 -0.122 -0.118 -0.037 -0.114 0.128 0.057 0.127 1.000 0.054 -0.440 | -| DDstar_s | -0.160 -0.001 0.098 0.361 -0.001 0.428 -0.504 -0.412 0.243 0.069 -0.360 -0.165 -0.322 0.242 -0.522 -0.481 -0.143 -0.479 -0.078 0.237 0.360 0.054 1.000 -0.127 | -| rho_s | 0.173 -0.001 -0.048 -0.204 0.013 -0.243 0.282 0.234 -0.123 -0.062 0.199 0.074 0.178 -0.142 0.288 0.276 0.082 0.263 0.199 -0.139 -0.305 -0.440 -0.127 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07029560642697241}), (, {'error': 0.08021586823670335}), (, {'error': 0.18364908317203021}), (, {'error': 0.03158941767212098}), (, {'error': 0.10572525209542061}), (, {'error': 0.24480295738727798}), (, {'error': 0.8238118796439609}), (, {'error': 0.1730176284494771}), (, {'error': 1.0358646487858385}), (, {'error': 0.8402662258658733}), (, {'error': 0.043047105724224544}), (, {'error': 0.15209930758883772}), (, {'error': 0.18474410729123858}), (, {'error': 0.18550036376533252}), (, {'error': 0.37259876213409926}), (, {'error': 0.33047746597093686}), (, {'error': 0.2503586032872436}), (, {'error': 0.060869154343915266}), (, {'error': 0.2527549346000262}), (, {'error': 0.18389704009603802}), (, {'error': 0.01593381996942933}), (, {'error': 0.9192511939753718}), (, {'error': 0.10112314484738134}), (, {'error': 0.2954175322918947})]) -Toy 25/25 -Time taken: 2 h, 49 min -Projected time left: -18/25 fits converged -Mean Ctt value = -0.5844206782990538 -Mean Ctt error = 0.16740666501818238 -95 Sensitivy = 0.00023540992853708339 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247882.out b/finished fits/ff1data1/slurm-2247882.out deleted file mode 100644 index 7034f2d..0000000 --- a/finished fits/ff1data1/slurm-2247882.out +++ /dev/null @@ -1,5340 +0,0 @@ -Simulation starting -2019-09-05 21:10:21.400607: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:10:21.729695: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:07:00.0 -2019-09-05 21:10:21.730120: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:10:21.732408: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:10:21.734499: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:10:21.734935: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:10:21.737426: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:10:21.739234: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:10:21.744923: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:10:21.750724: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:10:21.751196: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:10:21.776898: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:10:21.777271: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x563304b4ec00 executing computations on platform Host. Devices: -2019-09-05 21:10:21.777313: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:10:21.781510: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:07:00.0 -2019-09-05 21:10:21.781650: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:10:21.781684: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:10:21.781707: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:10:21.781729: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:10:21.781752: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:10:21.781774: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:10:21.781797: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:10:21.787784: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:10:21.787932: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:10:21.991219: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:10:21.991272: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:10:21.991286: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:10:22.000687: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:07:00.0, compute capability: 3.7) -2019-09-05 21:10:22.003532: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5633050ab0c0 executing computations on platform CUDA. Devices: -2019-09-05 21:10:22.003573: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:10:24.120344 140362808092416 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:10:24.180083 140362808092416 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:10:24.690789 140362808092416 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:10:45.963230: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:10:54.452901 140362808092416 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328504.3859856 Edm = 41.1222 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328504.3859856 Edm = 41.1222 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298273.0120741 Edm = 0.970705 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298271.3707382 Edm = 1.35191 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298187.3712079 Edm = 12.2677 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298162.6973631 Edm = 1.02531 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298130.4475243 Edm = 24.6418 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297831.2114579 Edm = 123.398 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297554.3351228 Edm = 17.8973 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297530.1564549 Edm = 5.85348 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297527.4157588 Edm = 0.337393 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297527.200837 Edm = 0.0217067 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297526.8991921 Edm = 0.301516 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297502.5334411 Edm = 8.61508 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297455.2882402 Edm = 3.90138 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297450.6503294 Edm = 0.134751 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297448.6879988 Edm = 1.43259 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297426.4965146 Edm = 23.9588 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297340.5638384 Edm = 17.3575 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297327.6297564 Edm = 10.8556 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297320.5999 Edm = 0.111624 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297320.4830766 Edm = 0.0157421 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297320.1929467 Edm = 0.28154 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297304.8001883 Edm = 6.32767 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297279.1411214 Edm = 2.42876 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297275.9683888 Edm = 0.714068 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297268.6061257 Edm = 9.21198 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297268.4265597 Edm = 0.616204 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297263.6821983 Edm = 4.93613 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297257.1549075 Edm = 6.62978 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297248.2522899 Edm = 1.13651 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297246.7664233 Edm = 0.0223594 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297246.7324754 Edm = 0.00460067 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297246.6082691 Edm = 0.118626 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297234.8831062 Edm = 6.53713 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297210.9392902 Edm = 1.37422 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297208.951738 Edm = 0.122734 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297208.7585471 Edm = 0.00219568 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297208.7546997 Edm = 0.000978541 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297208.7387941 Edm = 0.0144612 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297208.1451979 Edm = 0.513668 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297205.1327662 Edm = 0.14547 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297204.9594113 Edm = 0.00176206 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297204.9567552 Edm = 0.000846889 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297204.9180811 Edm = 0.0353566 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297201.3453232 Edm = 1.41731 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297197.6032635 Edm = 0.0975749 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297197.4875531 Edm = 0.00536178 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297197.4832806 Edm = 0.000323549 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297197.4804406 Edm = 0.00206306 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297197.4399397 Edm = 0.0310793 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297195.521913 Edm = 0.762748 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297194.2226702 Edm = 0.0561958 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297194.1778056 Edm = 0.002608 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297194.1748274 Edm = 0.000433493 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297194.1737454 Edm = 0.000775208 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297194.155756 Edm = 0.0181234 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297193.6852061 Edm = 0.0715622 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297190.8094602 Edm = 1.65667 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297187.039002 Edm = 2.60944 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297186.5309124 Edm = 1.47012 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297184.910375 Edm = 0.675578 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297183.9209086 Edm = 0.627971 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297183.1042144 Edm = 0.927081 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297182.4339372 Edm = 0.212302 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297182.3002746 Edm = 0.038101 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297182.2757194 Edm = 0.0121509 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297182.2659821 Edm = 0.00092132 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297182.2648065 Edm = 0.000166631 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297182.2640392 Edm = 0.000508354 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297182.2475197 Edm = 0.0143183 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297181.4065123 Edm = 0.575118 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297179.3617342 Edm = 0.479012 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297178.8243606 Edm = 0.0512806 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297178.7788371 Edm = 0.00903407 NCalls = 243 -VariableMetric: Iteration # 74 - FCN = 297178.7710499 Edm = 0.000307003 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297178.7707103 Edm = 4.22506e-05 NCalls = 246 -VariableMetric: After Hessian - FCN = 297178.7707103 Edm = 380.714 NCalls = 729 -VariableMetric: Iteration # 76 - FCN = 297178.7707103 Edm = 380.714 NCalls = 729 -VariableMetric: Iteration # 77 - FCN = 297178.6875395 Edm = 576.193 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297176.239297 Edm = 16547.9 NCalls = 743 -VariableMetric: Iteration # 79 - FCN = 297176.1739992 Edm = 1076.18 NCalls = 747 -VariableMetric: Iteration # 80 - FCN = 297176.1196487 Edm = 278.161 NCalls = 751 -VariableMetric: Iteration # 81 - FCN = 297176.1062715 Edm = 101.487 NCalls = 755 -VariableMetric: Iteration # 82 - FCN = 297176.0027216 Edm = 108.82 NCalls = 758 -VariableMetric: Iteration # 83 - FCN = 297175.937079 Edm = 151.477 NCalls = 761 -VariableMetric: Iteration # 84 - FCN = 297175.8309634 Edm = 49.9386 NCalls = 764 -VariableMetric: Iteration # 85 - FCN = 297175.7367514 Edm = 21.2514 NCalls = 767 -VariableMetric: Iteration # 86 - FCN = 297175.6293386 Edm = 10.9875 NCalls = 770 -VariableMetric: Iteration # 87 - FCN = 297175.2306033 Edm = 17.506 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297175.1562719 Edm = 10.4423 NCalls = 775 -VariableMetric: Iteration # 89 - FCN = 297174.9341915 Edm = 2.06273 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297174.8215601 Edm = 1.41638 NCalls = 779 -VariableMetric: Iteration # 91 - FCN = 297174.7469741 Edm = 0.519568 NCalls = 781 -VariableMetric: Iteration # 92 - FCN = 297174.7065622 Edm = 0.293525 NCalls = 783 -VariableMetric: Iteration # 93 - FCN = 297174.6861408 Edm = 0.163891 NCalls = 785 -VariableMetric: Iteration # 94 - FCN = 297174.6750861 Edm = 0.12881 NCalls = 787 -VariableMetric: Iteration # 95 - FCN = 297174.6380431 Edm = 0.250021 NCalls = 789 -VariableMetric: Iteration # 96 - FCN = 297174.6053223 Edm = 0.0185347 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297174.5749801 Edm = 0.224858 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297174.5565082 Edm = 0.0556453 NCalls = 795 -VariableMetric: Iteration # 99 - FCN = 297174.5292518 Edm = 0.261125 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297174.4709839 Edm = 0.414674 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297174.4180685 Edm = 0.142562 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297174.336848 Edm = 0.396412 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297174.297766 Edm = 0.245966 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297174.2267918 Edm = 0.0499944 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297174.1673891 Edm = 0.0611357 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297174.1009879 Edm = 0.0517779 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297174.0540663 Edm = 0.0212724 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297174.0392312 Edm = 0.00374949 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297174.0363551 Edm = 0.000707569 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297174.0353643 Edm = 0.000582374 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297174.0344746 Edm = 0.000561597 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297174.0333258 Edm = 0.000456708 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297174.03188 Edm = 0.00055126 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297174.0313546 Edm = 0.000631023 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297174.0309914 Edm = 9.8527e-05 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297174.03067 Edm = 0.000139511 NCalls = 837 -VariableMetric: Iteration # 117 - FCN = 297174.0303627 Edm = 6.37188e-05 NCalls = 839 -VariableMetric: After Hessian - FCN = 297174.0303627 Edm = 0.000194984 NCalls = 1330 -VariableMetric: Iteration # 118 - FCN = 297174.0303627 Edm = 0.000194984 NCalls = 1330 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310313.076965 Edm = 27.8885 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310313.076965 Edm = 27.8885 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302390.4488228 Edm = 5.75216 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300186.0992312 Edm = 6.46695 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300174.6347004 Edm = 1.30267 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299847.0502518 Edm = 71.5135 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299735.4682235 Edm = 0.52759 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299731.928106 Edm = 2.59637 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 299012.3407665 Edm = 284.498 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298161.698283 Edm = 58.6148 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298103.7012282 Edm = 33.7593 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298101.3991893 Edm = 7.75558 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297965.4893381 Edm = 92.9041 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297896.0618748 Edm = 1.89026e+06 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 297834.702687 Edm = 1.19025e+07 NCalls = 74 -VariableMetric: Iteration # 14 - FCN = 297638.0033878 Edm = 1.23457e+06 NCalls = 82 -VariableMetric: Iteration # 15 - FCN = 297596.4435295 Edm = 145851 NCalls = 91 -VariableMetric: Iteration # 16 - FCN = 297527.9549977 Edm = 48202.7 NCalls = 98 -VariableMetric: Iteration # 17 - FCN = 297487.7570041 Edm = 19512.5 NCalls = 103 -VariableMetric: Iteration # 18 - FCN = 297456.7016688 Edm = 14546.9 NCalls = 108 -VariableMetric: Iteration # 19 - FCN = 297437.3995659 Edm = 44996.6 NCalls = 112 -VariableMetric: Iteration # 20 - FCN = 297414.6198784 Edm = 8140.98 NCalls = 116 -VariableMetric: Iteration # 21 - FCN = 297396.565562 Edm = 9074.16 NCalls = 120 -VariableMetric: Iteration # 22 - FCN = 297375.0246716 Edm = 1947.05 NCalls = 123 -VariableMetric: Iteration # 23 - FCN = 297361.8461915 Edm = 1830.58 NCalls = 127 -VariableMetric: Iteration # 24 - FCN = 297345.9406318 Edm = 782.653 NCalls = 131 -VariableMetric: Iteration # 25 - FCN = 297337.6861682 Edm = 403.226 NCalls = 134 -VariableMetric: Iteration # 26 - FCN = 297330.9901875 Edm = 613.245 NCalls = 137 -VariableMetric: Iteration # 27 - FCN = 297328.3302157 Edm = 315.326 NCalls = 139 -VariableMetric: Iteration # 28 - FCN = 297325.1859737 Edm = 143.226 NCalls = 141 -VariableMetric: Iteration # 29 - FCN = 297322.0991326 Edm = 30.9835 NCalls = 143 -VariableMetric: Iteration # 30 - FCN = 297319.9006966 Edm = 24.6032 NCalls = 145 -VariableMetric: Iteration # 31 - FCN = 297315.9020176 Edm = 60.7729 NCalls = 147 -VariableMetric: Iteration # 32 - FCN = 297312.3068089 Edm = 65.2039 NCalls = 149 -VariableMetric: Iteration # 33 - FCN = 297305.7249711 Edm = 35.7778 NCalls = 151 -VariableMetric: Iteration # 34 - FCN = 297303.3673822 Edm = 17.8681 NCalls = 153 -VariableMetric: Iteration # 35 - FCN = 297299.5148995 Edm = 27.1538 NCalls = 156 -VariableMetric: Iteration # 36 - FCN = 297298.0656248 Edm = 11.2928 NCalls = 158 -VariableMetric: Iteration # 37 - FCN = 297294.6095212 Edm = 3.56488 NCalls = 161 -VariableMetric: Iteration # 38 - FCN = 297292.9421123 Edm = 2.29312 NCalls = 163 -VariableMetric: Iteration # 39 - FCN = 297291.2660012 Edm = 0.750658 NCalls = 166 -VariableMetric: Iteration # 40 - FCN = 297290.162936 Edm = 0.364378 NCalls = 170 -VariableMetric: Iteration # 41 - FCN = 297289.4113331 Edm = 0.707454 NCalls = 172 -VariableMetric: Iteration # 42 - FCN = 297288.0736 Edm = 1.64016 NCalls = 175 -VariableMetric: Iteration # 43 - FCN = 297287.5414293 Edm = 2.66062 NCalls = 178 -VariableMetric: Iteration # 44 - FCN = 297285.3988218 Edm = 2.21976 NCalls = 182 -VariableMetric: Iteration # 45 - FCN = 297283.2316193 Edm = 2.24714 NCalls = 186 -VariableMetric: Iteration # 46 - FCN = 297280.7217085 Edm = 1.54751 NCalls = 191 -VariableMetric: Iteration # 47 - FCN = 297279.5043581 Edm = 1.39868 NCalls = 193 -VariableMetric: Iteration # 48 - FCN = 297278.5820977 Edm = 0.607452 NCalls = 195 -VariableMetric: Iteration # 49 - FCN = 297278.3395939 Edm = 0.346635 NCalls = 197 -VariableMetric: Iteration # 50 - FCN = 297277.9294017 Edm = 0.548699 NCalls = 200 -VariableMetric: Iteration # 51 - FCN = 297277.6297264 Edm = 0.260747 NCalls = 203 -VariableMetric: Iteration # 52 - FCN = 297277.4169257 Edm = 0.120892 NCalls = 205 -VariableMetric: Iteration # 53 - FCN = 297277.2429113 Edm = 0.106075 NCalls = 207 -VariableMetric: Iteration # 54 - FCN = 297277.0468467 Edm = 0.144007 NCalls = 210 -VariableMetric: Iteration # 55 - FCN = 297276.8432255 Edm = 0.0764113 NCalls = 212 -VariableMetric: Iteration # 56 - FCN = 297276.7611432 Edm = 0.0234735 NCalls = 213 -VariableMetric: Iteration # 57 - FCN = 297276.7248891 Edm = 0.0128721 NCalls = 215 -VariableMetric: Iteration # 58 - FCN = 297276.6897482 Edm = 0.0152331 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297276.6667373 Edm = 0.00963289 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297276.6448299 Edm = 0.0085266 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297276.616656 Edm = 0.0124695 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297276.5901377 Edm = 0.00629185 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297276.5768614 Edm = 0.00174453 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297276.5741901 Edm = 0.000469451 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297276.5729998 Edm = 0.000348447 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297276.5723222 Edm = 9.22362e-05 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297276.5721726 Edm = 2.74357e-05 NCalls = 235 -VariableMetric: After Hessian - FCN = 297276.5721726 Edm = 8.14006e-05 NCalls = 720 -VariableMetric: Iteration # 68 - FCN = 297276.5721726 Edm = 8.14006e-05 NCalls = 720 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311532.4723813 Edm = 15.4171 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311532.4723813 Edm = 15.4171 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302604.0052944 Edm = 16.9631 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 302461.2945583 Edm = 46.4647 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 300203.9115587 Edm = 725.758 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 300160.6223713 Edm = 328.337 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 300144.400904 Edm = 118.981 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 300084.9884336 Edm = 4.58702 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 300068.0643395 Edm = 13.7828 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 299366.8220528 Edm = 924.776 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297788.8857461 Edm = 11.5793 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297760.8905645 Edm = 3.076 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 297722.9178948 Edm = 1.21406 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297719.5854506 Edm = 1.14849 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297674.7044356 Edm = 22.0156 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297673.4650003 Edm = 11.4798 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297664.0804482 Edm = 0.099975 NCalls = 71 -VariableMetric: Iteration # 16 - FCN = 297663.9566496 Edm = 0.0427576 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 297663.3109304 Edm = 0.686554 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297651.328582 Edm = 10.3591 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297545.2490392 Edm = 37.2542 NCalls = 87 -VariableMetric: Iteration # 20 - FCN = 297503.2908384 Edm = 1.49803 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297502.1925238 Edm = 0.47664 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297500.7584483 Edm = 0.39825 NCalls = 96 -VariableMetric: Iteration # 23 - FCN = 297500.1614166 Edm = 0.109434 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297499.9885279 Edm = 0.0946652 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297499.3963401 Edm = 0.549117 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297495.7914423 Edm = 3.41946 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 297481.953257 Edm = 11.9351 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297464.9684487 Edm = 5.39075 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297452.5351075 Edm = 1.43953 NCalls = 119 -VariableMetric: Iteration # 30 - FCN = 297449.8840269 Edm = 0.645651 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297448.9798878 Edm = 0.815642 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297447.7970496 Edm = 0.928884 NCalls = 128 -VariableMetric: Iteration # 33 - FCN = 297446.3817883 Edm = 3.4956 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297442.2935161 Edm = 2.05685 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297439.2334313 Edm = 0.523342 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297438.6293035 Edm = 0.126457 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297438.5270785 Edm = 0.0177919 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297438.4744963 Edm = 0.0265976 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297438.1223361 Edm = 0.220731 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297428.6118681 Edm = 7.75151 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297406.5427872 Edm = 4.67617 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297402.3019112 Edm = 0.955557 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297401.2547997 Edm = 1.39823 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297400.4090161 Edm = 0.448602 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297400.1507569 Edm = 0.185046 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297399.7405204 Edm = 0.413533 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297398.2099979 Edm = 0.72697 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297397.1196223 Edm = 0.741413 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297396.2109734 Edm = 0.177203 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297395.9063652 Edm = 0.0140987 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297395.8936306 Edm = 0.00724496 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297395.8857139 Edm = 0.00485003 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297395.838202 Edm = 0.0206038 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297394.9288756 Edm = 0.823999 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297380.2830809 Edm = 1.1409 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297379.4655114 Edm = 0.165043 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297379.3454307 Edm = 0.0160994 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297379.3396911 Edm = 0.00669912 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297379.3319404 Edm = 0.00231257 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297379.3239922 Edm = 0.00376644 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297379.0748896 Edm = 0.225984 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297374.5024035 Edm = 1.42247 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297372.8936561 Edm = 0.424993 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297372.541567 Edm = 0.0835414 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297372.4309835 Edm = 0.0125834 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297372.4150847 Edm = 0.00336741 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297372.4109333 Edm = 0.00100807 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297372.4087581 Edm = 0.000478241 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297372.4057001 Edm = 0.00127497 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297372.3939522 Edm = 0.00873802 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297372.0459103 Edm = 0.342522 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297370.811336 Edm = 0.326645 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297370.528898 Edm = 0.0109171 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297370.5172439 Edm = 0.00139942 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297370.5153785 Edm = 0.000259679 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297370.5149212 Edm = 0.000235044 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297370.5101202 Edm = 0.00538482 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297370.4308292 Edm = 0.0741792 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297369.2046799 Edm = 0.247428 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297368.8734074 Edm = 0.0424558 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297368.8326684 Edm = 0.015442 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297368.8148319 Edm = 0.00376106 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297368.8074909 Edm = 0.000938462 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297368.8060376 Edm = 0.000256766 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297368.8051302 Edm = 0.000358781 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297368.799092 Edm = 0.00643932 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297368.7498975 Edm = 0.0847406 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297368.745886 Edm = 0.0365599 NCalls = 290 -VariableMetric: Iteration # 89 - FCN = 297368.6620772 Edm = 0.0952799 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297368.2648089 Edm = 0.81604 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297368.2489343 Edm = 0.0291888 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297368.1320315 Edm = 0.139775 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297367.62001 Edm = 0.0449552 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297367.5750264 Edm = 0.00592605 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297367.5675337 Edm = 0.00621041 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297367.5125533 Edm = 0.0367485 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297367.3111962 Edm = 0.0621222 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297367.0208184 Edm = 0.206232 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297366.7054701 Edm = 0.147154 NCalls = 327 -VariableMetric: Iteration # 100 - FCN = 297366.5240344 Edm = 0.104202 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297366.455157 Edm = 0.0384293 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297366.3615021 Edm = 0.0333504 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297366.3119629 Edm = 0.0461994 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297366.2863805 Edm = 0.00553122 NCalls = 341 -VariableMetric: Iteration # 105 - FCN = 297366.2799153 Edm = 0.00182172 NCalls = 343 -VariableMetric: Iteration # 106 - FCN = 297366.2786693 Edm = 0.000367762 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297366.2782486 Edm = 7.70188e-05 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297366.2780524 Edm = 0.000120482 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297366.2705079 Edm = 0.00640204 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297366.1419453 Edm = 0.0631047 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297365.4842872 Edm = 0.173627 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297365.2043146 Edm = 0.0501957 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297365.1670988 Edm = 0.00738169 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297365.1580223 Edm = 0.00246219 NCalls = 369 -VariableMetric: Iteration # 115 - FCN = 297365.1523682 Edm = 0.00257425 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297365.1472093 Edm = 0.00523377 NCalls = 375 -VariableMetric: Iteration # 117 - FCN = 297365.1418371 Edm = 0.00171319 NCalls = 378 -VariableMetric: Iteration # 118 - FCN = 297365.1403154 Edm = 0.00106544 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297365.1395785 Edm = 0.000102568 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297365.1394209 Edm = 4.16258e-05 NCalls = 384 -VariableMetric: After Hessian - FCN = 297365.1394209 Edm = 3.30371 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297365.1394209 Edm = 3.30371 NCalls = 863 -VariableMetric: Iteration # 122 - FCN = 297361.5800428 Edm = 15.1065 NCalls = 873 -VariableMetric: Iteration # 123 - FCN = 297361.5416293 Edm = 0.469367 NCalls = 876 -VariableMetric: Iteration # 124 - FCN = 297360.187226 Edm = 0.118835 NCalls = 878 -VariableMetric: Iteration # 125 - FCN = 297359.6765179 Edm = 0.123722 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297359.4880453 Edm = 0.538443 NCalls = 883 -VariableMetric: Iteration # 127 - FCN = 297359.3336391 Edm = 0.127421 NCalls = 886 -VariableMetric: Iteration # 128 - FCN = 297359.1667673 Edm = 0.071689 NCalls = 888 -VariableMetric: Iteration # 129 - FCN = 297359.0317364 Edm = 0.0687263 NCalls = 891 -VariableMetric: Iteration # 130 - FCN = 297358.9834769 Edm = 0.0502438 NCalls = 893 -VariableMetric: Iteration # 131 - FCN = 297358.959046 Edm = 0.04343 NCalls = 896 -VariableMetric: Iteration # 132 - FCN = 297358.8994677 Edm = 0.0409855 NCalls = 898 -VariableMetric: Iteration # 133 - FCN = 297358.7935482 Edm = 0.0319734 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297358.7257442 Edm = 0.0327557 NCalls = 903 -VariableMetric: Iteration # 135 - FCN = 297358.6907983 Edm = 0.0264549 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297358.6664821 Edm = 0.0159551 NCalls = 908 -VariableMetric: Iteration # 137 - FCN = 297358.6451107 Edm = 0.00979737 NCalls = 910 -VariableMetric: Iteration # 138 - FCN = 297358.6332362 Edm = 0.00644932 NCalls = 912 -VariableMetric: Iteration # 139 - FCN = 297358.6264428 Edm = 0.00307692 NCalls = 915 -VariableMetric: Iteration # 140 - FCN = 297358.6218945 Edm = 0.00227166 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297358.6184469 Edm = 0.00232982 NCalls = 919 -VariableMetric: Iteration # 142 - FCN = 297358.6102142 Edm = 0.00193757 NCalls = 923 -VariableMetric: Iteration # 143 - FCN = 297358.6066068 Edm = 0.000695204 NCalls = 925 -VariableMetric: Iteration # 144 - FCN = 297358.6053905 Edm = 0.000673816 NCalls = 927 -VariableMetric: Iteration # 145 - FCN = 297358.604075 Edm = 0.000625752 NCalls = 929 -VariableMetric: Iteration # 146 - FCN = 297358.6012093 Edm = 0.00160959 NCalls = 931 -VariableMetric: Iteration # 147 - FCN = 297358.5960679 Edm = 0.00207271 NCalls = 934 -VariableMetric: Iteration # 148 - FCN = 297358.591352 Edm = 0.00113806 NCalls = 936 -VariableMetric: Iteration # 149 - FCN = 297358.5895828 Edm = 9.44471e-05 NCalls = 938 -VariableMetric: Iteration # 150 - FCN = 297358.5894459 Edm = 3.71824e-05 NCalls = 940 -VariableMetric: After Hessian - FCN = 297358.5894459 Edm = 0.00108388 NCalls = 1427 -VariableMetric: Iteration # 151 - FCN = 297358.5894459 Edm = 0.00108388 NCalls = 1427 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315223.1173735 Edm = 77.8665 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315223.1173735 Edm = 77.8665 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304307.4166749 Edm = 1.83858 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304020.1659012 Edm = 22.1142 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 303235.7273617 Edm = 340.27 NCalls = 27 -VariableMetric: Iteration # 4 - FCN = 303224.3126657 Edm = 47.7049 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 302434.2483879 Edm = 13.7747 NCalls = 39 -VariableMetric: Iteration # 6 - FCN = 302317.5452588 Edm = 161.34 NCalls = 43 -VariableMetric: Iteration # 7 - FCN = 301758.4362737 Edm = 669.344 NCalls = 48 -VariableMetric: Iteration # 8 - FCN = 301668.6566147 Edm = 53.8496 NCalls = 51 -VariableMetric: Iteration # 9 - FCN = 301603.6854478 Edm = 61.0917 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 301518.9850043 Edm = 22.8827 NCalls = 60 -VariableMetric: Iteration # 11 - FCN = 301489.0573076 Edm = 7.35428 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 301484.207062 Edm = 2.27253 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 301481.4587112 Edm = 4.93182 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 300955.0172659 Edm = 510.314 NCalls = 76 -VariableMetric: Iteration # 15 - FCN = 299654.0265186 Edm = 2826.47 NCalls = 87 -VariableMetric: Iteration # 16 - FCN = 299654.0265186 Edm = 2826.47 NCalls = 98 -VariableMetric: After Hessian - FCN = 299654.0265186 Edm = 6.7599e+08 NCalls = 569 -VariableMetric: Iteration # 17 - FCN = 299654.0265186 Edm = 6.7599e+08 NCalls = 569 -VariableMetric: Iteration # 18 - FCN = 298652.6753835 Edm = 2.20037e+06 NCalls = 580 -VariableMetric: Iteration # 19 - FCN = 298652.6753835 Edm = 2.20037e+06 NCalls = 591 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333793.3547634 Edm = 121.859 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333793.3547634 Edm = 121.859 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303672.1403389 Edm = 1.95099 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303655.7029178 Edm = 2.95327 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299424.9827665 Edm = 33.7692 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299410.301976 Edm = 10.8613 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298867.1415492 Edm = 256.568 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298825.8228136 Edm = 124.255 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298605.7495068 Edm = 6.40584 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298597.7016626 Edm = 2.09961 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298551.4699498 Edm = 26.7327 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297869.7912748 Edm = 13.5845 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297858.1204931 Edm = 2.61715 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297677.867974 Edm = 141.887 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297677.867974 Edm = 141.887 NCalls = 68 -VariableMetric: After Hessian - FCN = 297677.867974 Edm = 7132.29 NCalls = 535 -VariableMetric: Iteration # 14 - FCN = 297677.867974 Edm = 7132.29 NCalls = 535 -VariableMetric: Iteration # 15 - FCN = 297673.9653042 Edm = 54599.1 NCalls = 538 -VariableMetric: Iteration # 16 - FCN = 297673.9653042 Edm = 54599.1 NCalls = 549 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305091.7151432 Edm = 14.4761 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305091.7151432 Edm = 14.4761 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299296.4782454 Edm = 2.29169 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299292.1208052 Edm = 3.64445 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298104.0213574 Edm = 98.7784 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298017.917721 Edm = 95.4603 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297943.0471001 Edm = 2.3616 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297939.0016749 Edm = 0.245235 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297925.2196195 Edm = 9.92297 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297850.9299915 Edm = 0.745052 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297849.9905677 Edm = 0.0314064 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297849.6009725 Edm = 0.382021 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297818.6711653 Edm = 39.1756 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297818.5472919 Edm = 0.10007 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297770.8816719 Edm = 6.8581 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297575.0282408 Edm = 25.2376 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297534.0951785 Edm = 2.92499 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297526.929773 Edm = 0.759775 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297525.9040136 Edm = 0.0264485 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297525.8062024 Edm = 0.0477647 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297525.2699086 Edm = 0.423946 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297498.0125286 Edm = 9.97123 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297482.5990332 Edm = 0.491438 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297482.1227827 Edm = 0.010721 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297482.0902644 Edm = 0.0140256 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297481.8555939 Edm = 0.189337 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297455.5498779 Edm = 9.92228 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297441.3567077 Edm = 0.499252 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297440.4615877 Edm = 0.14018 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297440.2837112 Edm = 0.0398225 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297440.2461531 Edm = 0.0035511 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297440.2402124 Edm = 0.00470939 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297440.1724082 Edm = 0.062294 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297435.6409927 Edm = 2.96398 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297421.0383914 Edm = 1.39483 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297418.6377199 Edm = 1.71258 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297416.9251333 Edm = 0.330288 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297416.3695922 Edm = 0.13125 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297416.2514235 Edm = 0.0200254 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297416.2364176 Edm = 0.0034503 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297416.2324241 Edm = 0.000855707 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297416.2158816 Edm = 0.0159492 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297414.688731 Edm = 0.0580034 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297405.3576114 Edm = 1.76402 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297403.5781568 Edm = 1.31448 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297402.4020474 Edm = 0.386729 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297402.0879914 Edm = 0.0323894 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297402.0555439 Edm = 0.00532122 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297402.0473236 Edm = 0.00137151 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297402.0453317 Edm = 0.000170687 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297402.0427801 Edm = 0.00244101 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297401.9579964 Edm = 0.079125 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297399.9058327 Edm = 0.173159 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297399.6670018 Edm = 0.0126267 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297399.6508078 Edm = 0.00191862 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297399.6490418 Edm = 0.000187087 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297399.6483177 Edm = 0.000533171 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297399.565243 Edm = 0.0837496 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297398.6103505 Edm = 0.0179132 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297396.6752038 Edm = 0.165036 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297396.5648858 Edm = 0.0241099 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297396.5401258 Edm = 0.00276371 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297396.5367749 Edm = 0.000204471 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297396.5365027 Edm = 3.95637e-05 NCalls = 201 -VariableMetric: After Hessian - FCN = 297396.5365027 Edm = 44884.8 NCalls = 680 -VariableMetric: Iteration # 63 - FCN = 297396.5365027 Edm = 44884.8 NCalls = 680 -VariableMetric: Iteration # 64 - FCN = 297392.8356789 Edm = 19475.3 NCalls = 690 -VariableMetric: Iteration # 65 - FCN = 297391.4193283 Edm = 0.0900882 NCalls = 692 -VariableMetric: Iteration # 66 - FCN = 297390.378496 Edm = 1.13007 NCalls = 696 -VariableMetric: Iteration # 67 - FCN = 297384.7096982 Edm = 7.93407 NCalls = 703 -VariableMetric: Iteration # 68 - FCN = 297384.6427395 Edm = 0.146227 NCalls = 705 -VariableMetric: Iteration # 69 - FCN = 297380.5553079 Edm = 1.82277 NCalls = 711 -VariableMetric: Iteration # 70 - FCN = 297375.1962989 Edm = 2.76888 NCalls = 714 -VariableMetric: Iteration # 71 - FCN = 297372.9333968 Edm = 1.12735 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297369.5660922 Edm = 0.651627 NCalls = 718 -VariableMetric: Iteration # 73 - FCN = 297368.9394845 Edm = 0.465997 NCalls = 720 -VariableMetric: Iteration # 74 - FCN = 297368.1960864 Edm = 0.283513 NCalls = 722 -VariableMetric: Iteration # 75 - FCN = 297367.6905764 Edm = 0.102595 NCalls = 724 -VariableMetric: Iteration # 76 - FCN = 297367.3478701 Edm = 0.0988725 NCalls = 726 -VariableMetric: Iteration # 77 - FCN = 297367.2011773 Edm = 0.0161248 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297367.1461133 Edm = 0.0284238 NCalls = 730 -VariableMetric: Iteration # 79 - FCN = 297367.0693481 Edm = 0.00715783 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297367.0254117 Edm = 0.0167389 NCalls = 735 -VariableMetric: Iteration # 81 - FCN = 297366.9926726 Edm = 0.00663224 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297366.9388105 Edm = 0.00495947 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297366.9270204 Edm = 0.00577839 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297366.8973052 Edm = 0.00304369 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297366.8889361 Edm = 0.00504559 NCalls = 746 -VariableMetric: Iteration # 86 - FCN = 297366.8406951 Edm = 0.00199042 NCalls = 749 -VariableMetric: Iteration # 87 - FCN = 297366.8368167 Edm = 0.0019204 NCalls = 751 -VariableMetric: Iteration # 88 - FCN = 297366.7993037 Edm = 0.00171243 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297366.7961637 Edm = 0.00127922 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297366.7860673 Edm = 0.00214304 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297366.779045 Edm = 0.0047296 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297366.7101549 Edm = 0.0210612 NCalls = 767 -VariableMetric: Iteration # 93 - FCN = 297366.6651131 Edm = 0.016631 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297366.5982902 Edm = 0.287923 NCalls = 774 -VariableMetric: Iteration # 95 - FCN = 297366.4191235 Edm = 0.0805103 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 297366.4132765 Edm = 0.0246756 NCalls = 781 -VariableMetric: Iteration # 97 - FCN = 297366.3880628 Edm = 0.0174122 NCalls = 784 -VariableMetric: Iteration # 98 - FCN = 297366.3223735 Edm = 0.017689 NCalls = 787 -VariableMetric: Iteration # 99 - FCN = 297366.2771388 Edm = 0.0149819 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297366.0977992 Edm = 0.155702 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297365.8832274 Edm = 0.241021 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297365.7065582 Edm = 0.0481319 NCalls = 799 -VariableMetric: Iteration # 103 - FCN = 297365.6305546 Edm = 0.063242 NCalls = 801 -VariableMetric: Iteration # 104 - FCN = 297365.5349861 Edm = 0.16503 NCalls = 803 -VariableMetric: Iteration # 105 - FCN = 297365.166969 Edm = 0.224382 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297365.1204204 Edm = 0.139957 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297364.7685962 Edm = 0.319637 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297364.3536067 Edm = 0.163203 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297363.9530335 Edm = 0.389941 NCalls = 820 -VariableMetric: Iteration # 110 - FCN = 297363.746676 Edm = 0.486511 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297363.1669551 Edm = 0.721174 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297362.5238972 Edm = 0.521274 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297362.2862736 Edm = 0.0963316 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297362.1702796 Edm = 0.0395136 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297362.1189921 Edm = 0.0456819 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297362.0482965 Edm = 0.0332904 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297361.9718452 Edm = 0.0151971 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297361.9297191 Edm = 0.0132924 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297361.8972107 Edm = 0.00809442 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297361.8643262 Edm = 0.00657753 NCalls = 849 -VariableMetric: Iteration # 121 - FCN = 297361.8489045 Edm = 0.00779838 NCalls = 851 -VariableMetric: Iteration # 122 - FCN = 297361.7615327 Edm = 0.0979067 NCalls = 855 -VariableMetric: Iteration # 123 - FCN = 297361.4909511 Edm = 0.135151 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297361.323785 Edm = 0.0583266 NCalls = 862 -VariableMetric: Iteration # 125 - FCN = 297361.2587033 Edm = 0.0410379 NCalls = 864 -VariableMetric: Iteration # 126 - FCN = 297361.2286679 Edm = 0.0204264 NCalls = 866 -VariableMetric: Iteration # 127 - FCN = 297361.1789088 Edm = 0.0277596 NCalls = 868 -VariableMetric: Iteration # 128 - FCN = 297361.1334512 Edm = 0.0226579 NCalls = 870 -VariableMetric: Iteration # 129 - FCN = 297361.1034204 Edm = 0.00605993 NCalls = 872 -VariableMetric: Iteration # 130 - FCN = 297361.0927837 Edm = 0.00108451 NCalls = 874 -VariableMetric: Iteration # 131 - FCN = 297361.0903596 Edm = 0.00120889 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297361.0818688 Edm = 0.00219484 NCalls = 879 -VariableMetric: Iteration # 133 - FCN = 297361.0792185 Edm = 0.000126715 NCalls = 881 -VariableMetric: Iteration # 134 - FCN = 297361.0790066 Edm = 7.27616e-05 NCalls = 883 -VariableMetric: After Hessian - FCN = 297361.0790066 Edm = 0.00186454 NCalls = 1362 -VariableMetric: Iteration # 135 - FCN = 297361.0790066 Edm = 0.00186454 NCalls = 1362 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322003.6118421 Edm = 134.539 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322003.6118421 Edm = 134.539 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304376.1382734 Edm = 35.2658 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303973.6376824 Edm = 109.301 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303907.8007415 Edm = 4.37428 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 303161.7124136 Edm = 213.554 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299309.9005307 Edm = 3520.39 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 299177.5865205 Edm = 987.925 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298098.396785 Edm = 55.5437 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 297985.3652809 Edm = 7.95579 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297972.1335922 Edm = 0.745465 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297970.4310869 Edm = 0.615443 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297922.3703462 Edm = 25.037 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297812.8428069 Edm = 14.1904 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297797.3430104 Edm = 0.543839 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297796.5846437 Edm = 0.0908357 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297796.3405378 Edm = 0.0888049 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297794.3575858 Edm = 1.93945 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297758.4697814 Edm = 16.4883 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297729.0656822 Edm = 4.33299 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297725.683819 Edm = 0.229664 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297725.4046688 Edm = 0.035782 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297724.0334286 Edm = 1.56031 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297719.3099178 Edm = 4.03511 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297636.10289 Edm = 2.97031 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297632.4640696 Edm = 0.579424 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297631.7841251 Edm = 0.0422989 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297631.7304387 Edm = 0.0140567 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297631.5540243 Edm = 0.138586 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297597.5807575 Edm = 21.9675 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297561.497087 Edm = 3.03008 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297558.3421973 Edm = 0.0882194 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297558.2325447 Edm = 0.0147453 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297558.1380021 Edm = 0.084479 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297541.0621743 Edm = 4.11488 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297518.2293639 Edm = 6.63724 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297510.6014237 Edm = 0.305494 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297510.248394 Edm = 0.113838 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297510.0964071 Edm = 0.01328 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297510.0774429 Edm = 0.00119961 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297510.0663486 Edm = 0.0089865 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297508.1577503 Edm = 1.30054 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297502.1310323 Edm = 0.405611 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297501.5765979 Edm = 0.0815044 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297501.5062481 Edm = 0.0210273 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297501.4829018 Edm = 0.00171967 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297501.4806479 Edm = 0.000488653 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297501.4789573 Edm = 0.00102588 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297501.2972384 Edm = 0.176586 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297497.5018563 Edm = 1.5618 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297494.6533777 Edm = 5.35976 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297489.8328666 Edm = 8.63259 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297483.8714769 Edm = 3.90393 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297483.3340103 Edm = 0.977538 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297481.7921796 Edm = 0.911414 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297475.9204172 Edm = 5.88327 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297467.8407051 Edm = 15.9391 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297466.8940916 Edm = 0.845272 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297462.2184157 Edm = 2.97359 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297459.4568643 Edm = 3.36802 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297456.6420058 Edm = 0.221931 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297456.4909276 Edm = 0.0214598 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297456.4745684 Edm = 0.00277885 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297456.4711484 Edm = 0.00210483 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297456.4605138 Edm = 0.0100692 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297456.3262241 Edm = 0.121978 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297452.5954659 Edm = 1.62977 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297449.5054866 Edm = 0.422694 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297449.1094802 Edm = 0.0185299 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297449.0900249 Edm = 0.00159689 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297449.0882753 Edm = 0.000377779 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297449.0870182 Edm = 0.000797396 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297449.0768356 Edm = 0.0110737 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297448.7831875 Edm = 0.218045 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297445.7960124 Edm = 0.613521 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297445.1596724 Edm = 0.0262306 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297445.1363085 Edm = 0.00365624 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297445.132666 Edm = 0.000648371 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297445.1313546 Edm = 0.000478039 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297445.124201 Edm = 0.00658751 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297444.4513504 Edm = 0.772324 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297444.4150468 Edm = 0.0300431 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297442.2817979 Edm = 2.92216 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297442.2575072 Edm = 0.0125757 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297441.432545 Edm = 1.10733 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297441.4070019 Edm = 0.0170394 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297439.9415036 Edm = 1.65405 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297429.235081 Edm = 3.12447 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297426.7741715 Edm = 0.27387 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297426.5432535 Edm = 0.0125695 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297426.522582 Edm = 0.0115395 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297426.4979408 Edm = 0.0453538 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297426.3191746 Edm = 0.184871 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297425.2940517 Edm = 1.12688 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297425.0556812 Edm = 0.223119 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297416.6212759 Edm = 4.63256 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297403.7272434 Edm = 4.65119 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297399.1385635 Edm = 0.606732 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297398.1410415 Edm = 0.26342 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297397.8352668 Edm = 0.0449196 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297397.7791224 Edm = 0.00411504 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297397.7703872 Edm = 0.00121614 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297397.7676416 Edm = 0.000982185 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297397.7583025 Edm = 0.00518057 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297397.7419966 Edm = 0.00502419 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297397.7123426 Edm = 0.0142539 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297397.5307078 Edm = 0.133836 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297394.5940495 Edm = 6.60153 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297386.8699023 Edm = 6.20567 NCalls = 349 -VariableMetric: Iteration # 108 - FCN = 297371.9073202 Edm = 4.77632 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297368.238038 Edm = 1.12228 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297366.8867808 Edm = 0.35786 NCalls = 357 -VariableMetric: Iteration # 111 - FCN = 297366.6054217 Edm = 0.0930934 NCalls = 359 -VariableMetric: Iteration # 112 - FCN = 297366.4689313 Edm = 0.027572 NCalls = 361 -VariableMetric: Iteration # 113 - FCN = 297366.4268351 Edm = 0.00351414 NCalls = 363 -VariableMetric: Iteration # 114 - FCN = 297366.4221705 Edm = 0.000743171 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297366.4200785 Edm = 0.00116763 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297366.4072018 Edm = 0.00911189 NCalls = 370 -VariableMetric: Iteration # 117 - FCN = 297366.3025828 Edm = 0.0620089 NCalls = 373 -VariableMetric: Iteration # 118 - FCN = 297365.9843668 Edm = 0.319928 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297364.4221092 Edm = 1.45569 NCalls = 382 -VariableMetric: Iteration # 120 - FCN = 297361.5251267 Edm = 4.66476 NCalls = 386 -VariableMetric: Iteration # 121 - FCN = 297356.6223081 Edm = 2.89832 NCalls = 388 -VariableMetric: Iteration # 122 - FCN = 297352.5229235 Edm = 1.01713 NCalls = 391 -VariableMetric: Iteration # 123 - FCN = 297351.652228 Edm = 0.141295 NCalls = 393 -VariableMetric: Iteration # 124 - FCN = 297351.466183 Edm = 0.0222578 NCalls = 395 -VariableMetric: Iteration # 125 - FCN = 297351.441444 Edm = 0.00742735 NCalls = 397 -VariableMetric: Iteration # 126 - FCN = 297351.4334194 Edm = 0.00149458 NCalls = 399 -VariableMetric: Iteration # 127 - FCN = 297351.431763 Edm = 6.68523e-05 NCalls = 401 -VariableMetric: After Hessian - FCN = 297351.431763 Edm = 571.843 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297351.431763 Edm = 571.843 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297343.433375 Edm = 169553 NCalls = 885 -VariableMetric: Iteration # 130 - FCN = 297342.2284858 Edm = 6.05771 NCalls = 892 -VariableMetric: Iteration # 131 - FCN = 297338.7045877 Edm = 4.91909 NCalls = 895 -VariableMetric: Iteration # 132 - FCN = 297336.7549828 Edm = 1.1495 NCalls = 897 -VariableMetric: Iteration # 133 - FCN = 297334.1538195 Edm = 1.47661 NCalls = 900 -VariableMetric: Iteration # 134 - FCN = 297332.6599801 Edm = 0.7125 NCalls = 902 -VariableMetric: Iteration # 135 - FCN = 297331.205114 Edm = 1.53147 NCalls = 906 -VariableMetric: Iteration # 136 - FCN = 297329.5710194 Edm = 3.11052 NCalls = 910 -VariableMetric: Iteration # 137 - FCN = 297328.4810765 Edm = 2.55942 NCalls = 915 -VariableMetric: Iteration # 138 - FCN = 297327.053376 Edm = 2.62452 NCalls = 919 -VariableMetric: Iteration # 139 - FCN = 297323.8576779 Edm = 3.50472 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297321.6928532 Edm = 3.79314 NCalls = 927 -VariableMetric: Iteration # 141 - FCN = 297320.5635396 Edm = 1.51664 NCalls = 931 -VariableMetric: Iteration # 142 - FCN = 297319.35145 Edm = 0.676773 NCalls = 934 -VariableMetric: Iteration # 143 - FCN = 297318.4603516 Edm = 0.314925 NCalls = 936 -VariableMetric: Iteration # 144 - FCN = 297318.1300514 Edm = 0.143015 NCalls = 938 -VariableMetric: Iteration # 145 - FCN = 297317.8887213 Edm = 0.0509571 NCalls = 940 -VariableMetric: Iteration # 146 - FCN = 297317.8089286 Edm = 0.025818 NCalls = 942 -VariableMetric: Iteration # 147 - FCN = 297317.7582066 Edm = 0.0270762 NCalls = 944 -VariableMetric: Iteration # 148 - FCN = 297317.6868914 Edm = 0.0350605 NCalls = 947 -VariableMetric: Iteration # 149 - FCN = 297317.5773702 Edm = 0.0462933 NCalls = 949 -VariableMetric: Iteration # 150 - FCN = 297317.3831358 Edm = 0.0708275 NCalls = 951 -VariableMetric: Iteration # 151 - FCN = 297317.1974622 Edm = 0.0550472 NCalls = 953 -VariableMetric: Iteration # 152 - FCN = 297317.0558991 Edm = 0.0977239 NCalls = 956 -VariableMetric: Iteration # 153 - FCN = 297316.8764513 Edm = 0.060125 NCalls = 958 -VariableMetric: Iteration # 154 - FCN = 297316.7549622 Edm = 0.0393209 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297316.6609226 Edm = 0.0442594 NCalls = 962 -VariableMetric: Iteration # 156 - FCN = 297316.5883623 Edm = 0.0242076 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297316.527197 Edm = 0.0100127 NCalls = 967 -VariableMetric: Iteration # 158 - FCN = 297316.5111193 Edm = 0.0016927 NCalls = 969 -VariableMetric: Iteration # 159 - FCN = 297316.5074902 Edm = 0.00112762 NCalls = 971 -VariableMetric: Iteration # 160 - FCN = 297316.5050982 Edm = 0.00099021 NCalls = 973 -VariableMetric: Iteration # 161 - FCN = 297316.503531 Edm = 0.000577183 NCalls = 975 -VariableMetric: Iteration # 162 - FCN = 297316.5022948 Edm = 0.000301873 NCalls = 977 -VariableMetric: Iteration # 163 - FCN = 297316.5015675 Edm = 0.000142922 NCalls = 979 -VariableMetric: Iteration # 164 - FCN = 297316.5006903 Edm = 0.000286588 NCalls = 982 -VariableMetric: Iteration # 165 - FCN = 297316.5000031 Edm = 7.09414e-05 NCalls = 984 -VariableMetric: Iteration # 166 - FCN = 297316.4998586 Edm = 3.40888e-05 NCalls = 986 -VariableMetric: After Hessian - FCN = 297316.4998586 Edm = 0.000140296 NCalls = 1477 -VariableMetric: Iteration # 167 - FCN = 297316.4998586 Edm = 0.000140296 NCalls = 1477 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313346.8063265 Edm = 22.3127 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313346.8063265 Edm = 22.3127 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 311311.7875753 Edm = 33.5554 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 310675.8093703 Edm = 1842.61 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 310102.6613077 Edm = 530.74 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297720.6024601 Edm = 9.4567 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297689.2365131 Edm = 0.704422 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297685.3853558 Edm = 2.11503 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297680.038669 Edm = 0.186744 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297678.2806191 Edm = 1.26604 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297605.9763655 Edm = 5.72249 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297600.8915558 Edm = 0.137869 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297600.7375141 Edm = 0.0351478 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297598.0431669 Edm = 2.8975 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297596.4791463 Edm = 1.52685 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297585.4932903 Edm = 9.44191 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297420.6398556 Edm = 24.4776 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297355.4030747 Edm = 7.95884 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297346.7066998 Edm = 1.29423 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297345.473376 Edm = 0.0544096 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297345.4095957 Edm = 0.00847731 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297345.2948971 Edm = 0.106133 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297333.6556135 Edm = 2.09329 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297316.0957559 Edm = 3.31261 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297310.9723976 Edm = 0.128795 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297310.8372493 Edm = 0.00403685 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297310.7929689 Edm = 0.0442601 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297305.0295971 Edm = 1.52165 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297270.9554177 Edm = 11.0162 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297256.58279 Edm = 1.66689 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297254.9222906 Edm = 0.402778 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297254.3497898 Edm = 0.0705108 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297254.2949775 Edm = 0.0121485 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297254.278934 Edm = 0.000986134 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297254.2693914 Edm = 0.00787225 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297248.7770627 Edm = 3.00501 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297245.3296966 Edm = 13.2625 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297240.1453285 Edm = 2.5611 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297234.6408296 Edm = 3.70128 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297225.3879987 Edm = 5.84617 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297223.8244269 Edm = 3.55797 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297222.7754691 Edm = 2.65452 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297221.028568 Edm = 0.198292 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297220.8394873 Edm = 0.0142438 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297220.8236869 Edm = 0.000737486 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297220.8225516 Edm = 0.000396114 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297220.8168233 Edm = 0.00739105 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297220.2942986 Edm = 0.216557 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297217.9924789 Edm = 0.30956 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297217.6710172 Edm = 0.0209242 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297217.6575571 Edm = 0.00207594 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297217.655307 Edm = 0.00041106 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297217.6544849 Edm = 0.000436103 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297217.6531463 Edm = 0.000457625 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297217.6354821 Edm = 0.0169589 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297216.692534 Edm = 0.368834 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297216.11 Edm = 0.078474 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297215.9996796 Edm = 0.0226766 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297215.969892 Edm = 0.00406008 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297215.9673047 Edm = 0.0011912 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297215.966127 Edm = 0.000119526 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297215.9658822 Edm = 7.93652e-05 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297215.9642137 Edm = 0.00129246 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297215.6526804 Edm = 0.226359 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297214.9209515 Edm = 0.00599847 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297214.9146532 Edm = 8.5325e-05 NCalls = 205 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323110.1325737 Edm = 258.794 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323110.1325737 Edm = 258.794 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303197.1582817 Edm = 2.90295 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302344.720176 Edm = 10.0036 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 302339.1836247 Edm = 1.2699 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 302317.62626 Edm = 22.0158 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 302289.8407186 Edm = 34.9966 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 301845.6858525 Edm = 134.528 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 301474.5160318 Edm = 11.7087 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 301466.2408523 Edm = 2.10943 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 301463.5999126 Edm = 1.27635 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 300288.1225667 Edm = 104.153 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 298075.0406222 Edm = 110.806 NCalls = 58 -VariableMetric: Iteration # 12 - FCN = 297971.8242338 Edm = 110.219 NCalls = 60 -VariableMetric: Iteration # 13 - FCN = 297829.5011943 Edm = 11.5681 NCalls = 62 -VariableMetric: Iteration # 14 - FCN = 297817.0232372 Edm = 1.72639 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297814.6262959 Edm = 0.0385919 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297814.4203323 Edm = 0.152694 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297775.4587658 Edm = 31.1143 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297567.032426 Edm = 25.1199 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297525.6789007 Edm = 4.09181 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297520.6377127 Edm = 0.105911 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297520.5580034 Edm = 0.00643795 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297520.5308179 Edm = 0.0276139 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297511.6014573 Edm = 0.570956 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297480.5528258 Edm = 3.28741 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297476.0536567 Edm = 0.126077 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297475.9180499 Edm = 0.0164869 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297475.7782644 Edm = 0.125772 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297456.1606738 Edm = 2.33332 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297431.8111727 Edm = 5.15296 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297427.6487592 Edm = 0.534487 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297427.0468122 Edm = 0.0170505 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297427.017028 Edm = 0.00296341 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297427.0023576 Edm = 0.0106321 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297424.4972257 Edm = 2.16427 NCalls = 129 -VariableMetric: Iteration # 35 - FCN = 297408.2470794 Edm = 2.01268 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297406.9880027 Edm = 0.106952 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297406.8451549 Edm = 0.0124781 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297406.8260004 Edm = 0.00101563 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297406.8214492 Edm = 0.00323191 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297406.2962932 Edm = 0.461801 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297402.5544028 Edm = 0.132175 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297402.4187403 Edm = 0.00129583 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297402.4165515 Edm = 0.000605364 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297402.3830005 Edm = 0.0307247 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297398.7980294 Edm = 1.55695 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297395.5625932 Edm = 0.113838 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297395.4212702 Edm = 0.00635773 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297395.4124238 Edm = 0.000854331 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297395.4097836 Edm = 0.00210916 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297395.3837841 Edm = 0.0270881 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297394.4323797 Edm = 0.168242 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297391.442406 Edm = 0.72152 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297390.2995297 Edm = 0.0915175 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297390.2258415 Edm = 0.00421349 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297390.2196394 Edm = 0.000532724 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297390.218741 Edm = 0.000133372 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297390.2176218 Edm = 0.000926518 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297390.1650968 Edm = 0.0518452 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297388.8491344 Edm = 0.318721 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297388.0282852 Edm = 1.36407 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297387.3539166 Edm = 0.284977 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297386.7093955 Edm = 0.237248 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297385.8681067 Edm = 1.09411 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297385.1694359 Edm = 0.938726 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297384.0428545 Edm = 0.740858 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297382.3214738 Edm = 6.99373 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297381.3988442 Edm = 3.69191 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297380.3367648 Edm = 3.1763 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297379.0928599 Edm = 2.44116 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297378.1704485 Edm = 1.56082 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297372.4953024 Edm = 3.94046 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297371.2717599 Edm = 1.12366 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297370.1925912 Edm = 0.528824 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297369.6890764 Edm = 0.169246 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297369.521333 Edm = 0.0254441 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297369.4877748 Edm = 0.00653375 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297369.4778208 Edm = 0.0026311 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297369.4578873 Edm = 0.0129521 NCalls = 267 -VariableMetric: Iteration # 79 - FCN = 297369.3781422 Edm = 0.0581336 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297366.9231202 Edm = 2.26519 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297354.0076177 Edm = 1.61221 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297352.4905845 Edm = 0.137077 NCalls = 279 -VariableMetric: Iteration # 83 - FCN = 297352.4361886 Edm = 0.0336365 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297352.4154435 Edm = 0.00653947 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297352.4078993 Edm = 0.00138947 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297352.406045 Edm = 0.000390999 NCalls = 287 -VariableMetric: Iteration # 87 - FCN = 297352.4055133 Edm = 0.000330442 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297352.4016955 Edm = 0.00350107 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297351.9624847 Edm = 0.491822 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297348.7413608 Edm = 2.68865 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297340.9271184 Edm = 0.895321 NCalls = 308 -VariableMetric: Iteration # 92 - FCN = 297340.0992961 Edm = 0.026781 NCalls = 310 -VariableMetric: Iteration # 93 - FCN = 297340.0774487 Edm = 0.000385599 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297340.0769936 Edm = 6.89729e-05 NCalls = 314 -VariableMetric: After Hessian - FCN = 297340.0769936 Edm = 4.09507 NCalls = 793 -VariableMetric: Iteration # 95 - FCN = 297340.0769936 Edm = 4.09507 NCalls = 793 -VariableMetric: Iteration # 96 - FCN = 297335.9138832 Edm = 2.95318 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297335.0689986 Edm = 0.524617 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297334.7948291 Edm = 0.255188 NCalls = 798 -VariableMetric: Iteration # 99 - FCN = 297334.3633093 Edm = 0.162209 NCalls = 800 -VariableMetric: Iteration # 100 - FCN = 297333.211673 Edm = 0.959172 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297333.0358638 Edm = 0.345735 NCalls = 807 -VariableMetric: Iteration # 102 - FCN = 297332.860401 Edm = 0.77624 NCalls = 810 -VariableMetric: Iteration # 103 - FCN = 297332.6437665 Edm = 0.0447418 NCalls = 812 -VariableMetric: Iteration # 104 - FCN = 297332.5241898 Edm = 0.117016 NCalls = 814 -VariableMetric: Iteration # 105 - FCN = 297332.3265407 Edm = 0.081638 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297332.2132842 Edm = 0.0297106 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297332.1470359 Edm = 0.020669 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297332.1198588 Edm = 0.00282749 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297332.1170238 Edm = 0.000497924 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297332.1163216 Edm = 0.000282363 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297332.1157216 Edm = 0.000132474 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297332.1154639 Edm = 0.000132668 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297332.1151178 Edm = 0.000143354 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297332.1147127 Edm = 8.73548e-05 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297332.1146038 Edm = 4.98257e-06 NCalls = 837 -VariableMetric: After Hessian - FCN = 297332.1146038 Edm = 5.40333e-06 NCalls = 1332 -VariableMetric: Iteration # 116 - FCN = 297332.1146038 Edm = 5.40333e-06 NCalls = 1332 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314817.61175 Edm = 21.3067 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314817.61175 Edm = 21.3067 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304751.7375806 Edm = 40.7354 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304714.2592789 Edm = 152.919 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304315.8158585 Edm = 440.047 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299388.8739407 Edm = 84.1166 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298828.37927 Edm = 1126.62 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298384.3544948 Edm = 210.478 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 297923.1231795 Edm = 118.068 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297837.1724376 Edm = 8.21181 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297833.8743591 Edm = 0.965969 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297831.6858628 Edm = 2.00546 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297694.9213553 Edm = 29.3166 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297663.9249839 Edm = 15.2935 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297656.4126732 Edm = 0.165651 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297655.7438427 Edm = 0.305971 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297653.6448127 Edm = 1.57374 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297611.0097259 Edm = 26.5808 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297515.8183398 Edm = 14.7547 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297498.0241215 Edm = 3.04447 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297493.3761648 Edm = 0.250228 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297493.1275903 Edm = 0.0396227 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297492.9106653 Edm = 0.110234 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297492.3460982 Edm = 0.27362 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297486.2605133 Edm = 5.80213 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297454.6608871 Edm = 5.35671 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297446.9503561 Edm = 4.93579 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297439.611737 Edm = 5.65606 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297437.1275183 Edm = 3.95629 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297431.4889554 Edm = 1.7949 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297430.5951375 Edm = 0.0491609 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297430.4727336 Edm = 0.0598424 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297430.1130013 Edm = 0.095767 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297429.9719982 Edm = 0.0560962 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297429.8187197 Edm = 0.0959934 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297428.9133899 Edm = 0.739094 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297423.2930997 Edm = 4.57284 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297414.6385583 Edm = 2.86421 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297414.4691976 Edm = 0.837133 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297405.5750283 Edm = 8.21662 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297378.2859281 Edm = 3.30303 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297374.4715275 Edm = 0.442932 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297372.4163996 Edm = 1.00339 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297369.6201841 Edm = 0.151919 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297369.407357 Edm = 0.0359981 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297369.08526 Edm = 0.121057 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297368.902852 Edm = 0.0315547 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297368.8788748 Edm = 0.00576234 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297368.8667714 Edm = 0.00641546 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297367.7992708 Edm = 1.08106 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297367.1522383 Edm = 0.625518 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297296.1332963 Edm = 7.70926 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297292.7151658 Edm = 3.60433 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297288.9807092 Edm = 0.510117 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297288.0861293 Edm = 0.155946 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297287.9002394 Edm = 0.0993029 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297287.8368746 Edm = 0.0120825 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297287.814454 Edm = 0.00139568 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297287.8124895 Edm = 0.000470884 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297287.809682 Edm = 0.00235204 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297287.7331914 Edm = 0.0698944 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297285.2315688 Edm = 2.23617 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297285.0846583 Edm = 0.167513 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297284.3325534 Edm = 0.578227 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297280.9393209 Edm = 2.30358 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297278.0709555 Edm = 2.61313 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297274.0516585 Edm = 1.29933 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297270.9915704 Edm = 1.11734 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297269.9894875 Edm = 0.37629 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297269.6495176 Edm = 0.0405648 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297269.5615968 Edm = 0.0245789 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297269.5075805 Edm = 0.0446005 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297268.7091486 Edm = 2.6562 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297268.7073167 Edm = 0.01706 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297268.6077932 Edm = 0.133074 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297267.7219179 Edm = 1.10554 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297265.1951713 Edm = 1.21887 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297264.3201254 Edm = 1.17728 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297263.3930301 Edm = 0.0646957 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297263.3314112 Edm = 0.0644694 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297263.2364 Edm = 0.0910765 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297262.6794727 Edm = 0.0471824 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297262.6402729 Edm = 0.00168067 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297262.6380614 Edm = 0.00057477 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297262.6311737 Edm = 0.00492922 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297262.5339582 Edm = 0.0629311 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297261.2794844 Edm = 0.776756 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297260.7854462 Edm = 8.69057 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297259.2651315 Edm = 0.396467 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297258.8513419 Edm = 0.521388 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297258.6998036 Edm = 0.0914343 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297258.5138065 Edm = 0.0158473 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297258.4804886 Edm = 0.0146761 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297258.4274296 Edm = 0.0393168 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297258.2525447 Edm = 0.0957194 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297258.1980485 Edm = 0.148367 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297257.7421243 Edm = 0.0993844 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297257.6203272 Edm = 0.00513957 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297257.5957385 Edm = 0.0186181 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297257.5563789 Edm = 0.0567041 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297257.5128334 Edm = 0.107509 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297257.3857151 Edm = 0.108617 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297257.2556927 Edm = 0.135045 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297257.2369398 Edm = 0.0408254 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297256.7658009 Edm = 0.203067 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297256.4912494 Edm = 0.0975507 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297256.4129017 Edm = 0.034234 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297256.3789996 Edm = 0.0109954 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297256.3657155 Edm = 0.00273738 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297256.3616152 Edm = 0.00125447 NCalls = 356 -VariableMetric: Iteration # 109 - FCN = 297256.3592448 Edm = 0.00085484 NCalls = 358 -VariableMetric: Iteration # 110 - FCN = 297256.3396989 Edm = 0.0177578 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297256.3389001 Edm = 0.00689881 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297256.3251975 Edm = 0.0199193 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297256.2527882 Edm = 0.101838 NCalls = 380 -VariableMetric: Iteration # 114 - FCN = 297256.2369143 Edm = 0.0299211 NCalls = 385 -VariableMetric: Iteration # 115 - FCN = 297256.2132031 Edm = 0.0362813 NCalls = 389 -VariableMetric: Iteration # 116 - FCN = 297256.1607861 Edm = 0.0518366 NCalls = 394 -VariableMetric: Iteration # 117 - FCN = 297256.020752 Edm = 0.181384 NCalls = 400 -VariableMetric: Iteration # 118 - FCN = 297255.7420937 Edm = 0.786751 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297255.6720509 Edm = 0.106384 NCalls = 406 -VariableMetric: Iteration # 120 - FCN = 297255.4395766 Edm = 0.0472004 NCalls = 409 -VariableMetric: Iteration # 121 - FCN = 297255.4031184 Edm = 0.00943889 NCalls = 411 -VariableMetric: Iteration # 122 - FCN = 297255.3726158 Edm = 0.0164237 NCalls = 413 -VariableMetric: Iteration # 123 - FCN = 297255.3417371 Edm = 0.0135239 NCalls = 415 -VariableMetric: Iteration # 124 - FCN = 297255.310868 Edm = 0.0220071 NCalls = 417 -VariableMetric: Iteration # 125 - FCN = 297254.575267 Edm = 0.736691 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297249.4748568 Edm = 2.69348 NCalls = 427 -VariableMetric: Iteration # 127 - FCN = 297248.3599335 Edm = 2.68357 NCalls = 430 -VariableMetric: Iteration # 128 - FCN = 297246.7366795 Edm = 1.90376 NCalls = 433 -VariableMetric: Iteration # 129 - FCN = 297246.0492555 Edm = 0.720027 NCalls = 436 -VariableMetric: Iteration # 130 - FCN = 297245.4091396 Edm = 0.0946371 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297245.0651212 Edm = 0.395259 NCalls = 441 -VariableMetric: Iteration # 132 - FCN = 297244.8759288 Edm = 0.210414 NCalls = 444 -VariableMetric: Iteration # 133 - FCN = 297244.6153432 Edm = 0.067576 NCalls = 446 -VariableMetric: Iteration # 134 - FCN = 297244.5567437 Edm = 0.0171101 NCalls = 448 -VariableMetric: Iteration # 135 - FCN = 297244.5322191 Edm = 0.00859487 NCalls = 450 -VariableMetric: Iteration # 136 - FCN = 297244.5243866 Edm = 0.000299592 NCalls = 452 -VariableMetric: Iteration # 137 - FCN = 297244.5240296 Edm = 6.31895e-05 NCalls = 454 -VariableMetric: After Hessian - FCN = 297244.5240296 Edm = 1.3896 NCalls = 933 -VariableMetric: Iteration # 138 - FCN = 297244.5240296 Edm = 1.3896 NCalls = 933 -VariableMetric: Iteration # 139 - FCN = 297244.1298203 Edm = 15.5022 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297235.5622462 Edm = 2.77899 NCalls = 944 -VariableMetric: Iteration # 141 - FCN = 297235.4317388 Edm = 1.16274 NCalls = 946 -VariableMetric: Iteration # 142 - FCN = 297232.4392498 Edm = 2.48842 NCalls = 954 -VariableMetric: Iteration # 143 - FCN = 297232.1992664 Edm = 0.928137 NCalls = 956 -VariableMetric: Iteration # 144 - FCN = 297231.8261719 Edm = 1.90754 NCalls = 959 -VariableMetric: Iteration # 145 - FCN = 297229.5849506 Edm = 3.97525 NCalls = 963 -VariableMetric: Iteration # 146 - FCN = 297223.3987907 Edm = 4.21217 NCalls = 970 -VariableMetric: Iteration # 147 - FCN = 297223.2342581 Edm = 0.392241 NCalls = 972 -VariableMetric: Iteration # 148 - FCN = 297221.9388592 Edm = 3.5238 NCalls = 976 -VariableMetric: Iteration # 149 - FCN = 297219.0565182 Edm = 2.83779 NCalls = 979 -VariableMetric: Iteration # 150 - FCN = 297216.8824241 Edm = 1.67949 NCalls = 983 -VariableMetric: Iteration # 151 - FCN = 297214.3635581 Edm = 2.02767 NCalls = 986 -VariableMetric: Iteration # 152 - FCN = 297213.0799963 Edm = 1.6986 NCalls = 989 -VariableMetric: Iteration # 153 - FCN = 297211.5700046 Edm = 1.01315 NCalls = 992 -VariableMetric: Iteration # 154 - FCN = 297210.8734766 Edm = 0.413916 NCalls = 994 -VariableMetric: Iteration # 155 - FCN = 297209.9223985 Edm = 0.392081 NCalls = 997 -VariableMetric: Iteration # 156 - FCN = 297209.6043971 Edm = 0.422738 NCalls = 999 -VariableMetric: Iteration # 157 - FCN = 297209.3198398 Edm = 0.225481 NCalls = 1001 -VariableMetric: Iteration # 158 - FCN = 297208.9355408 Edm = 0.214801 NCalls = 1003 -VariableMetric: Iteration # 159 - FCN = 297208.4638087 Edm = 0.227555 NCalls = 1006 -VariableMetric: Iteration # 160 - FCN = 297208.3004253 Edm = 0.309281 NCalls = 1008 -VariableMetric: Iteration # 161 - FCN = 297208.0045517 Edm = 0.118309 NCalls = 1010 -VariableMetric: Iteration # 162 - FCN = 297207.7534663 Edm = 0.122811 NCalls = 1012 -VariableMetric: Iteration # 163 - FCN = 297207.5315185 Edm = 0.195963 NCalls = 1014 -VariableMetric: Iteration # 164 - FCN = 297207.4395974 Edm = 0.137308 NCalls = 1017 -VariableMetric: Iteration # 165 - FCN = 297207.2197799 Edm = 0.0874937 NCalls = 1020 -VariableMetric: Iteration # 166 - FCN = 297207.0944322 Edm = 0.102684 NCalls = 1022 -VariableMetric: Iteration # 167 - FCN = 297206.9703054 Edm = 0.0431575 NCalls = 1025 -VariableMetric: Iteration # 168 - FCN = 297206.8235121 Edm = 0.0427954 NCalls = 1028 -VariableMetric: Iteration # 169 - FCN = 297206.7592679 Edm = 0.0654431 NCalls = 1031 -VariableMetric: Iteration # 170 - FCN = 297206.7093274 Edm = 0.0213739 NCalls = 1033 -VariableMetric: Iteration # 171 - FCN = 297206.6489586 Edm = 0.028083 NCalls = 1036 -VariableMetric: Iteration # 172 - FCN = 297206.6001713 Edm = 0.0348992 NCalls = 1038 -VariableMetric: Iteration # 173 - FCN = 297206.5251489 Edm = 0.0531428 NCalls = 1040 -VariableMetric: Iteration # 174 - FCN = 297206.4284312 Edm = 0.0446045 NCalls = 1042 -VariableMetric: Iteration # 175 - FCN = 297206.3325185 Edm = 0.0522196 NCalls = 1045 -VariableMetric: Iteration # 176 - FCN = 297206.177674 Edm = 0.0378564 NCalls = 1049 -VariableMetric: Iteration # 177 - FCN = 297206.0758415 Edm = 0.0465081 NCalls = 1051 -VariableMetric: Iteration # 178 - FCN = 297205.9885993 Edm = 0.0251161 NCalls = 1053 -VariableMetric: Iteration # 179 - FCN = 297205.9397281 Edm = 0.0233639 NCalls = 1055 -VariableMetric: Iteration # 180 - FCN = 297205.913071 Edm = 0.0219254 NCalls = 1057 -VariableMetric: Iteration # 181 - FCN = 297205.8885453 Edm = 0.0115558 NCalls = 1059 -VariableMetric: Iteration # 182 - FCN = 297205.8544043 Edm = 0.0182185 NCalls = 1061 -VariableMetric: Iteration # 183 - FCN = 297205.7895333 Edm = 0.015444 NCalls = 1064 -VariableMetric: Iteration # 184 - FCN = 297205.7607966 Edm = 0.00948529 NCalls = 1066 -VariableMetric: Iteration # 185 - FCN = 297205.747899 Edm = 0.00781476 NCalls = 1068 -VariableMetric: Iteration # 186 - FCN = 297205.7419016 Edm = 0.00431089 NCalls = 1071 -VariableMetric: Iteration # 187 - FCN = 297205.7307194 Edm = 0.00265969 NCalls = 1073 -VariableMetric: Iteration # 188 - FCN = 297205.7238702 Edm = 0.00129892 NCalls = 1075 -VariableMetric: Iteration # 189 - FCN = 297205.7214241 Edm = 0.000624369 NCalls = 1077 -VariableMetric: Iteration # 190 - FCN = 297205.7204825 Edm = 0.000685329 NCalls = 1079 -VariableMetric: Iteration # 191 - FCN = 297205.7195402 Edm = 0.000515973 NCalls = 1081 -VariableMetric: Iteration # 192 - FCN = 297205.7180454 Edm = 0.000241018 NCalls = 1083 -VariableMetric: Iteration # 193 - FCN = 297205.7173588 Edm = 0.0002833 NCalls = 1085 -VariableMetric: Iteration # 194 - FCN = 297205.7160148 Edm = 0.000365162 NCalls = 1087 -VariableMetric: Iteration # 195 - FCN = 297205.7149 Edm = 0.000313852 NCalls = 1089 -VariableMetric: Iteration # 196 - FCN = 297205.7142128 Edm = 0.000134269 NCalls = 1091 -VariableMetric: Iteration # 197 - FCN = 297205.7134978 Edm = 0.00030815 NCalls = 1094 -VariableMetric: Iteration # 198 - FCN = 297205.7123248 Edm = 0.000430565 NCalls = 1096 -VariableMetric: Iteration # 199 - FCN = 297205.710688 Edm = 0.000263958 NCalls = 1098 -VariableMetric: Iteration # 200 - FCN = 297205.7103451 Edm = 8.67417e-05 NCalls = 1100 -VariableMetric: Iteration # 201 - FCN = 297205.7101785 Edm = 8.74366e-05 NCalls = 1102 -VariableMetric: Iteration # 202 - FCN = 297205.7095412 Edm = 0.000370955 NCalls = 1105 -VariableMetric: Iteration # 203 - FCN = 297205.7084928 Edm = 0.000124377 NCalls = 1107 -VariableMetric: Iteration # 204 - FCN = 297205.7083104 Edm = 2.79302e-05 NCalls = 1109 -VariableMetric: After Hessian - FCN = 297205.7083104 Edm = 9.07977e-05 NCalls = 1594 -VariableMetric: Iteration # 205 - FCN = 297205.7083104 Edm = 9.07977e-05 NCalls = 1594 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317311.036046 Edm = 33.8709 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317311.036046 Edm = 33.8709 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308938.1863907 Edm = 14.8323 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 304585.4591719 Edm = 27.2783 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304554.1707308 Edm = 27.6627 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304541.0303449 Edm = 8.93182 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 303544.1637414 Edm = 164.521 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 303274.5734006 Edm = 1.09862 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 303270.2353431 Edm = 2.66283 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 302926.9627238 Edm = 8.54661 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 302909.9180023 Edm = 2.01443 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 302866.0938504 Edm = 42.3116 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 301694.1484233 Edm = 58.0249 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 301672.7499908 Edm = 925.459 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 300477.8598914 Edm = 14.2451 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 300452.3747975 Edm = 7.82146 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 300446.58899 Edm = 43.3083 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 300418.0998812 Edm = 7.07542 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 300413.5604983 Edm = 1.36025 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 300406.2178756 Edm = 7.99548 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 298680.6797752 Edm = 151.84 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 298348.4507913 Edm = 792.443 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 298260.0983554 Edm = 8.80401 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 298250.5050568 Edm = 2.24014 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 298248.5076951 Edm = 0.130136 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 298243.7986206 Edm = 3.1843 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 298209.266019 Edm = 2.35456 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 298206.5293407 Edm = 0.169375 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 298206.1859593 Edm = 0.200003 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 298152.6029928 Edm = 42.8251 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 298042.4678442 Edm = 10.6115 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 298028.5530131 Edm = 2.04537 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 298027.3004427 Edm = 0.0578738 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 298027.2111534 Edm = 0.0464714 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 298023.9251885 Edm = 3.67658 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 298023.278536 Edm = 0.58651 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297939.6040802 Edm = 3.56128 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297935.2130668 Edm = 0.0497868 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297935.1671906 Edm = 0.0126245 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297935.0018454 Edm = 0.149479 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297917.585548 Edm = 15.1834 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297825.3350949 Edm = 4.9051 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297817.5996993 Edm = 0.400888 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297817.0148888 Edm = 0.0589444 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297816.9036882 Edm = 0.0348556 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297816.3690992 Edm = 0.390211 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297700.699047 Edm = 79.2121 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297599.8777558 Edm = 30.0392 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297552.6789855 Edm = 7.98452 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297536.726437 Edm = 7.76904 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297526.4697041 Edm = 17.5154 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297515.131306 Edm = 14.2591 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297502.2848878 Edm = 6.38273 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297487.4117253 Edm = 3.72871 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297479.5935549 Edm = 7.30596 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297468.5486584 Edm = 4.41101 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297464.1062237 Edm = 0.868072 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297463.1908663 Edm = 0.341989 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297462.3360434 Edm = 0.189063 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297462.0879575 Edm = 0.0452571 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297462.0011538 Edm = 0.0266134 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297461.8317441 Edm = 0.0884774 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297461.3299033 Edm = 0.13534 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297461.154137 Edm = 0.0541478 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297461.1098501 Edm = 0.0213604 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297461.0275928 Edm = 0.0363609 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297460.832748 Edm = 0.102273 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297459.904021 Edm = 2.02008 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297458.3355026 Edm = 3.09662 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297453.3146229 Edm = 3.6049 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297422.7107438 Edm = 10.721 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297404.9358259 Edm = 10.319 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297403.0557205 Edm = 8.4477 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297398.3978588 Edm = 5.37919 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297393.9234873 Edm = 6.18683 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297385.115143 Edm = 4.26776 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297378.8840245 Edm = 2.34149 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297378.3632458 Edm = 2.37192 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297377.3881143 Edm = 0.675031 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297376.391604 Edm = 0.718753 NCalls = 262 -VariableMetric: Iteration # 79 - FCN = 297374.6078914 Edm = 1.15792 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297370.0865048 Edm = 1.87612 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297367.3827186 Edm = 2.36278 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297365.4789274 Edm = 1.73213 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297363.4769677 Edm = 1.47905 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297362.181568 Edm = 0.664443 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297361.3087377 Edm = 0.180355 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297361.1395829 Edm = 0.209677 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297360.985931 Edm = 0.0206277 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297360.9559293 Edm = 0.00109456 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297360.9537415 Edm = 0.00134306 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297360.9226921 Edm = 0.0297877 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297359.7069816 Edm = 0.987951 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297347.3959879 Edm = 4.44609 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297341.0083668 Edm = 1.07937 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297339.6242167 Edm = 0.366032 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297339.099232 Edm = 0.123257 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297338.9239565 Edm = 0.0555699 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297338.8394732 Edm = 0.0137298 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297338.8268917 Edm = 0.00777517 NCalls = 317 -VariableMetric: Iteration # 99 - FCN = 297338.8208624 Edm = 0.00297109 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297338.8062759 Edm = 0.0098889 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297338.7789144 Edm = 0.0256448 NCalls = 325 -VariableMetric: Iteration # 102 - FCN = 297338.6864247 Edm = 0.0690775 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297338.4090748 Edm = 0.173149 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297338.1467085 Edm = 0.490741 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297337.5046714 Edm = 0.679705 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297333.23166 Edm = 6.61382 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297331.9979132 Edm = 2.75559 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297330.8424673 Edm = 1.72011 NCalls = 355 -VariableMetric: Iteration # 109 - FCN = 297328.0443107 Edm = 0.251399 NCalls = 360 -VariableMetric: Iteration # 110 - FCN = 297327.7405389 Edm = 0.0414948 NCalls = 362 -VariableMetric: Iteration # 111 - FCN = 297327.6828513 Edm = 0.032355 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297327.6009135 Edm = 0.0309164 NCalls = 366 -VariableMetric: Iteration # 113 - FCN = 297327.5408513 Edm = 0.00335455 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297327.5362576 Edm = 0.000564727 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297327.5339551 Edm = 0.00131963 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297327.5120353 Edm = 0.0178628 NCalls = 376 -VariableMetric: Iteration # 117 - FCN = 297326.7691687 Edm = 0.636036 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297318.2827552 Edm = 0.657612 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297317.5376925 Edm = 0.0425384 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297317.4862452 Edm = 0.00697727 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297317.4778579 Edm = 0.000570864 NCalls = 390 -VariableMetric: Iteration # 122 - FCN = 297317.4770885 Edm = 0.000291893 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297317.4751279 Edm = 0.00184659 NCalls = 395 -VariableMetric: Iteration # 124 - FCN = 297317.3834322 Edm = 0.0826166 NCalls = 402 -VariableMetric: Iteration # 125 - FCN = 297315.2659196 Edm = 1.13364 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297312.3268809 Edm = 1.64938 NCalls = 409 -VariableMetric: Iteration # 127 - FCN = 297312.0508395 Edm = 0.289628 NCalls = 411 -VariableMetric: Iteration # 128 - FCN = 297311.8640596 Edm = 0.0423828 NCalls = 413 -VariableMetric: Iteration # 129 - FCN = 297311.6800894 Edm = 0.0282591 NCalls = 417 -VariableMetric: Iteration # 130 - FCN = 297311.6403292 Edm = 0.00596668 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297311.6353969 Edm = 0.00112512 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297311.6341441 Edm = 0.000168671 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297311.6338604 Edm = 0.000104661 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297311.6309404 Edm = 0.00261973 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297311.5178802 Edm = 0.104674 NCalls = 433 -VariableMetric: Iteration # 136 - FCN = 297308.375652 Edm = 0.990977 NCalls = 438 -VariableMetric: Iteration # 137 - FCN = 297307.3306389 Edm = 0.170997 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297307.1769773 Edm = 0.00369888 NCalls = 441 -VariableMetric: Iteration # 139 - FCN = 297307.1731382 Edm = 0.000242371 NCalls = 443 -VariableMetric: Iteration # 140 - FCN = 297307.17285 Edm = 4.55965e-05 NCalls = 445 -VariableMetric: After Hessian - FCN = 297307.17285 Edm = 1.68765 NCalls = 936 -VariableMetric: Iteration # 141 - FCN = 297307.17285 Edm = 1.68765 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297304.8958193 Edm = 2.23974 NCalls = 947 -VariableMetric: Iteration # 143 - FCN = 297304.3780395 Edm = 0.95356 NCalls = 955 -VariableMetric: Iteration # 144 - FCN = 297304.09952 Edm = 0.789155 NCalls = 957 -VariableMetric: Iteration # 145 - FCN = 297303.6146117 Edm = 0.290813 NCalls = 960 -VariableMetric: Iteration # 146 - FCN = 297302.6614526 Edm = 1.41427 NCalls = 964 -VariableMetric: Iteration # 147 - FCN = 297301.9661226 Edm = 4.35449 NCalls = 968 -VariableMetric: Iteration # 148 - FCN = 297301.6675585 Edm = 0.86104 NCalls = 971 -VariableMetric: Iteration # 149 - FCN = 297299.0726921 Edm = 11.3674 NCalls = 976 -VariableMetric: Iteration # 150 - FCN = 297296.815995 Edm = 36.7752 NCalls = 980 -VariableMetric: Iteration # 151 - FCN = 297294.6106453 Edm = 2.72287 NCalls = 985 -VariableMetric: Iteration # 152 - FCN = 297288.7194093 Edm = 9.35949 NCalls = 990 -VariableMetric: Iteration # 153 - FCN = 297286.9217285 Edm = 2.45693 NCalls = 993 -VariableMetric: Iteration # 154 - FCN = 297285.6337216 Edm = 1.55321 NCalls = 997 -VariableMetric: Iteration # 155 - FCN = 297284.445413 Edm = 3.1141 NCalls = 1000 -VariableMetric: Iteration # 156 - FCN = 297281.8966018 Edm = 1.31256 NCalls = 1005 -VariableMetric: Iteration # 157 - FCN = 297280.3529343 Edm = 0.156177 NCalls = 1007 -VariableMetric: Iteration # 158 - FCN = 297280.1426248 Edm = 0.201461 NCalls = 1009 -VariableMetric: Iteration # 159 - FCN = 297280.0087858 Edm = 0.101841 NCalls = 1012 -VariableMetric: Iteration # 160 - FCN = 297279.7657306 Edm = 0.181776 NCalls = 1014 -VariableMetric: Iteration # 161 - FCN = 297279.4490931 Edm = 0.208541 NCalls = 1017 -VariableMetric: Iteration # 162 - FCN = 297279.2320866 Edm = 0.106876 NCalls = 1020 -VariableMetric: Iteration # 163 - FCN = 297279.1423473 Edm = 0.0300728 NCalls = 1023 -VariableMetric: Iteration # 164 - FCN = 297279.1146556 Edm = 0.01288 NCalls = 1024 -VariableMetric: Iteration # 165 - FCN = 297279.0978218 Edm = 0.0101632 NCalls = 1027 -VariableMetric: Iteration # 166 - FCN = 297279.0774046 Edm = 0.00909926 NCalls = 1029 -VariableMetric: Iteration # 167 - FCN = 297279.0556033 Edm = 0.00485345 NCalls = 1031 -VariableMetric: Iteration # 168 - FCN = 297279.0474871 Edm = 0.00243091 NCalls = 1033 -VariableMetric: Iteration # 169 - FCN = 297279.0401633 Edm = 0.00657409 NCalls = 1035 -VariableMetric: Iteration # 170 - FCN = 297279.0317245 Edm = 0.0100969 NCalls = 1038 -VariableMetric: Iteration # 171 - FCN = 297279.0112952 Edm = 0.0136677 NCalls = 1043 -VariableMetric: Iteration # 172 - FCN = 297278.9940496 Edm = 0.0152199 NCalls = 1045 -VariableMetric: Iteration # 173 - FCN = 297278.9776728 Edm = 0.00799658 NCalls = 1047 -VariableMetric: Iteration # 174 - FCN = 297278.9659374 Edm = 0.00800203 NCalls = 1049 -VariableMetric: Iteration # 175 - FCN = 297278.9586231 Edm = 0.00713783 NCalls = 1051 -VariableMetric: Iteration # 176 - FCN = 297278.9478279 Edm = 0.00697411 NCalls = 1054 -VariableMetric: Iteration # 177 - FCN = 297278.9397078 Edm = 0.00641504 NCalls = 1057 -VariableMetric: Iteration # 178 - FCN = 297278.928214 Edm = 0.00290362 NCalls = 1060 -VariableMetric: Iteration # 179 - FCN = 297278.9242636 Edm = 0.00113228 NCalls = 1062 -VariableMetric: Iteration # 180 - FCN = 297278.9236972 Edm = 0.00049559 NCalls = 1064 -VariableMetric: Iteration # 181 - FCN = 297278.9228575 Edm = 0.000395107 NCalls = 1066 -VariableMetric: Iteration # 182 - FCN = 297278.9213637 Edm = 0.000599145 NCalls = 1068 -VariableMetric: Iteration # 183 - FCN = 297278.9202952 Edm = 0.000341586 NCalls = 1070 -VariableMetric: Iteration # 184 - FCN = 297278.919812 Edm = 0.00042785 NCalls = 1072 -VariableMetric: Iteration # 185 - FCN = 297278.9178936 Edm = 0.00156973 NCalls = 1075 -VariableMetric: Iteration # 186 - FCN = 297278.9085385 Edm = 0.00380626 NCalls = 1078 -VariableMetric: Iteration # 187 - FCN = 297278.8973182 Edm = 0.00318318 NCalls = 1080 -VariableMetric: Iteration # 188 - FCN = 297278.8901969 Edm = 0.00236286 NCalls = 1082 -VariableMetric: Iteration # 189 - FCN = 297278.8887287 Edm = 0.00371157 NCalls = 1084 -VariableMetric: Iteration # 190 - FCN = 297278.8854939 Edm = 0.00111385 NCalls = 1087 -VariableMetric: Iteration # 191 - FCN = 297278.8837332 Edm = 0.001202 NCalls = 1089 -VariableMetric: Iteration # 192 - FCN = 297278.8804365 Edm = 0.00228879 NCalls = 1092 -VariableMetric: Iteration # 193 - FCN = 297278.8758036 Edm = 0.000607497 NCalls = 1094 -VariableMetric: Iteration # 194 - FCN = 297278.8751408 Edm = 0.000709629 NCalls = 1095 -VariableMetric: Iteration # 195 - FCN = 297278.8744689 Edm = 0.000575417 NCalls = 1097 -VariableMetric: Iteration # 196 - FCN = 297278.8698959 Edm = 0.00300367 NCalls = 1101 -VariableMetric: Iteration # 197 - FCN = 297278.8645058 Edm = 0.00396629 NCalls = 1104 -VariableMetric: Iteration # 198 - FCN = 297278.8620971 Edm = 0.000877593 NCalls = 1107 -VariableMetric: Iteration # 199 - FCN = 297278.8610202 Edm = 0.00058166 NCalls = 1110 -VariableMetric: Iteration # 200 - FCN = 297278.8601152 Edm = 0.000647064 NCalls = 1112 -VariableMetric: Iteration # 201 - FCN = 297278.8585867 Edm = 0.00130403 NCalls = 1116 -VariableMetric: Iteration # 202 - FCN = 297278.8564805 Edm = 0.000760918 NCalls = 1120 -VariableMetric: Iteration # 203 - FCN = 297278.8559765 Edm = 0.000429456 NCalls = 1122 -VariableMetric: Iteration # 204 - FCN = 297278.8555881 Edm = 6.95254e-05 NCalls = 1124 -VariableMetric: Iteration # 205 - FCN = 297278.8554087 Edm = 5.61839e-05 NCalls = 1126 -VariableMetric: Iteration # 206 - FCN = 297278.8552632 Edm = 2.2956e-05 NCalls = 1128 -VariableMetric: After Hessian - FCN = 297278.8552632 Edm = 2.76599e-05 NCalls = 1635 -VariableMetric: Iteration # 207 - FCN = 297278.8552632 Edm = 2.76599e-05 NCalls = 1635 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306398.3717886 Edm = 22.4474 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306398.3717886 Edm = 22.4474 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298469.6521474 Edm = 7.12821 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298013.4180696 Edm = 5.27669 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298005.3931938 Edm = 2.33327 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297755.0352112 Edm = 67.6979 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297598.5627065 Edm = 27.174 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297591.1593162 Edm = 0.261909 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297590.5507164 Edm = 0.484935 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297534.4103251 Edm = 42.6466 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297433.379828 Edm = 1.74601 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297430.6686212 Edm = 0.158561 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297430.2118158 Edm = 0.240955 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297422.9301869 Edm = 6.05029 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297304.1616153 Edm = 6.31613 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297290.696145 Edm = 3.87295 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297284.0938235 Edm = 0.610548 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297283.445947 Edm = 0.0718858 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297283.351527 Edm = 0.010491 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297283.2434235 Edm = 0.0951168 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297274.8171312 Edm = 5.72559 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297265.3258451 Edm = 0.682615 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297264.3472411 Edm = 0.017467 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297264.3184756 Edm = 0.0140889 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297263.9721473 Edm = 0.286068 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297242.3813693 Edm = 14.283 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297182.0474666 Edm = 9.16574 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297174.1286458 Edm = 2.57361 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297170.7199034 Edm = 0.216489 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297170.4532194 Edm = 0.014456 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297170.436415 Edm = 0.00188458 NCalls = 94 -VariableMetric: Iteration # 30 - FCN = 297170.4275652 Edm = 0.00593339 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297170.3415531 Edm = 0.064311 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297169.2501166 Edm = 0.777467 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297163.6196007 Edm = 1.36506 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297162.4643235 Edm = 0.42857 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297161.8807781 Edm = 0.396811 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297161.1987486 Edm = 0.255324 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297160.9102947 Edm = 0.0973581 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297160.8371665 Edm = 0.0373669 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297160.7882138 Edm = 0.00859105 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297160.7790009 Edm = 0.000899111 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297160.777948 Edm = 0.000176598 NCalls = 126 -VariableMetric: Iteration # 42 - FCN = 297160.7766738 Edm = 0.00108248 NCalls = 129 -VariableMetric: Iteration # 43 - FCN = 297160.554691 Edm = 0.250607 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297160.5224724 Edm = 0.0331684 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297160.5044937 Edm = 0.0136641 NCalls = 143 -VariableMetric: Iteration # 46 - FCN = 297159.8972446 Edm = 0.385008 NCalls = 148 -VariableMetric: Iteration # 47 - FCN = 297158.0649094 Edm = 0.275776 NCalls = 150 -VariableMetric: Iteration # 48 - FCN = 297157.3428678 Edm = 0.171415 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297157.2507908 Edm = 0.0231417 NCalls = 154 -VariableMetric: Iteration # 50 - FCN = 297157.2274667 Edm = 0.00512501 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297157.2223072 Edm = 0.00164727 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297157.2206511 Edm = 0.00051011 NCalls = 160 -VariableMetric: Iteration # 53 - FCN = 297157.2182985 Edm = 0.00194276 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297157.0967618 Edm = 0.0942172 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297154.4597242 Edm = 2.21576 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297154.2705799 Edm = 0.520615 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297153.387224 Edm = 1.19001 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297147.1289303 Edm = 3.47483 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297138.4115933 Edm = 9.21344 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297133.4868268 Edm = 24.3987 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297132.356248 Edm = 3.58648 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297127.9416596 Edm = 3.63281 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297125.6929385 Edm = 1.68051 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297124.6806547 Edm = 0.86367 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297124.2883314 Edm = 0.150405 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297124.1920351 Edm = 0.00465929 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297124.1873352 Edm = 0.000746937 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297124.1838846 Edm = 0.00258387 NCalls = 211 -VariableMetric: Iteration # 69 - FCN = 297124.1481034 Edm = 0.0290274 NCalls = 214 -VariableMetric: Iteration # 70 - FCN = 297122.7126301 Edm = 0.956387 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297119.9144139 Edm = 1.47944 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297118.9159604 Edm = 0.105051 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297118.8065155 Edm = 0.00269516 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297118.803723 Edm = 0.000167486 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297118.8031525 Edm = 0.000476738 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297118.7974211 Edm = 0.00704433 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297118.7922551 Edm = 0.00521559 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297118.7546434 Edm = 0.0345765 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297117.535021 Edm = 0.039804 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297117.4881651 Edm = 0.00218476 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297117.4856907 Edm = 0.00011653 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297117.4855417 Edm = 4.70215e-05 NCalls = 254 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305196.1259166 Edm = 12.0468 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305196.1259166 Edm = 12.0468 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299083.0498272 Edm = 2.0449 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 299047.8255871 Edm = 1.3744 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298997.9471966 Edm = 30.1486 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 297970.3830704 Edm = 24.2077 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297967.110775 Edm = 1.02014 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297965.7882848 Edm = 1.20891 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297828.9361318 Edm = 45.1899 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297789.9746721 Edm = 8.80021 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297767.6279576 Edm = 1.09208 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297766.3266125 Edm = 0.0864404 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297765.7004198 Edm = 0.500604 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297762.2752254 Edm = 3.19363 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297629.1791443 Edm = 44.8162 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297592.7916505 Edm = 7.41366 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297580.0349508 Edm = 4.9455 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297539.8522473 Edm = 4.55875 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297538.8148285 Edm = 5.30117 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297535.390661 Edm = 0.281649 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297534.4592997 Edm = 0.269729 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297533.6144799 Edm = 0.40318 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297532.9541487 Edm = 0.450597 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297524.0705367 Edm = 9.88084 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297513.0774705 Edm = 10.6967 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297483.0793493 Edm = 15.1824 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297468.936629 Edm = 1.77749 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297467.7740502 Edm = 0.153414 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297467.569839 Edm = 0.0980775 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297465.3064308 Edm = 1.43385 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297453.0727599 Edm = 5.21986 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297416.050998 Edm = 37.722 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297395.1319086 Edm = 54.4034 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297377.0357689 Edm = 25.1767 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297360.8039256 Edm = 5.60135 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297359.0930331 Edm = 1.64859 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297358.0205753 Edm = 0.032038 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297357.9814235 Edm = 0.014055 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297357.9532842 Edm = 0.0275874 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297357.4062215 Edm = 0.565089 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297354.5080404 Edm = 2.38427 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297311.253161 Edm = 4.60122 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297303.9315217 Edm = 0.863044 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297302.2457058 Edm = 0.584214 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297301.0873369 Edm = 0.144452 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297300.9639296 Edm = 0.013136 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297300.9471366 Edm = 0.0041121 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297300.9342107 Edm = 0.0102927 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297300.7774596 Edm = 0.147715 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297295.4969496 Edm = 3.34001 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297273.4262711 Edm = 2.03573 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297270.7607459 Edm = 0.252726 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297270.5359889 Edm = 0.0162621 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297270.5174281 Edm = 0.00242151 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297270.4939736 Edm = 0.0224461 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297269.3240742 Edm = 1.12739 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297239.3250701 Edm = 5.45752 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297232.5506738 Edm = 1.03753 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297230.8225822 Edm = 0.291695 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297230.3733268 Edm = 0.129395 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297230.2119577 Edm = 0.0762916 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297230.1121195 Edm = 0.0124484 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297230.0990799 Edm = 0.00231462 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297230.0915627 Edm = 0.00577321 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297229.7809061 Edm = 0.333778 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297229.757054 Edm = 0.0213363 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297229.7002287 Edm = 0.0534567 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297213.2799593 Edm = 5.4024 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297210.1617658 Edm = 1.44331 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297208.8875406 Edm = 0.140544 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297208.6762275 Edm = 0.0653437 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297208.5941237 Edm = 0.0214824 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297208.5660986 Edm = 0.0143684 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297208.5423491 Edm = 0.0086451 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297208.5322569 Edm = 0.000409173 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297208.5314934 Edm = 0.000324052 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297208.5238624 Edm = 0.00659599 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297207.3624856 Edm = 0.992934 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297205.0084242 Edm = 0.680022 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297204.7080895 Edm = 0.269167 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297204.5066118 Edm = 0.0146973 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297204.4893127 Edm = 0.00184189 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297204.4870581 Edm = 0.000414179 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297204.4864306 Edm = 0.000168883 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297204.4853319 Edm = 0.000660763 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297204.4780217 Edm = 0.00614961 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297203.7297766 Edm = 0.72353 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297201.4262978 Edm = 0.514926 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297201.09533 Edm = 0.215006 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297200.7728777 Edm = 0.100499 NCalls = 286 -VariableMetric: Iteration # 89 - FCN = 297200.5296385 Edm = 0.0878125 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297200.4006128 Edm = 0.129762 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297200.3151161 Edm = 0.0417657 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297200.2566907 Edm = 0.021859 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297200.1951128 Edm = 0.0172038 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297200.1664261 Edm = 0.0169346 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297200.1597871 Edm = 0.00449038 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297200.1518941 Edm = 0.00202502 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297200.1499595 Edm = 0.000705113 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297200.1490906 Edm = 0.000146065 NCalls = 310 -VariableMetric: Iteration # 99 - FCN = 297200.1486606 Edm = 0.000238896 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297200.1406634 Edm = 0.00952955 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297200.1309284 Edm = 0.00968064 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297199.2441158 Edm = 2.21896 NCalls = 331 -VariableMetric: Iteration # 103 - FCN = 297199.2279324 Edm = 0.0170322 NCalls = 333 -VariableMetric: Iteration # 104 - FCN = 297199.0825162 Edm = 0.078532 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297198.6667879 Edm = 0.326976 NCalls = 340 -VariableMetric: Iteration # 106 - FCN = 297197.0436428 Edm = 0.865692 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297195.9930527 Edm = 0.834933 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297195.2500937 Edm = 0.228962 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297194.9608805 Edm = 0.0861624 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297194.8773817 Edm = 0.0108786 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297194.8614499 Edm = 0.0011662 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297194.8602745 Edm = 7.44244e-05 NCalls = 357 -VariableMetric: After Hessian - FCN = 297194.8602745 Edm = 58.9975 NCalls = 836 -VariableMetric: Iteration # 113 - FCN = 297194.8602745 Edm = 58.9975 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297194.8263702 Edm = 328.164 NCalls = 840 -VariableMetric: Iteration # 115 - FCN = 297193.8829342 Edm = 0.542914 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297192.3149688 Edm = 0.34293 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297191.8237828 Edm = 0.596609 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297190.6655465 Edm = 4.02425 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297189.3241329 Edm = 1.52496 NCalls = 856 -VariableMetric: Iteration # 120 - FCN = 297188.4462233 Edm = 1.4647 NCalls = 859 -VariableMetric: Iteration # 121 - FCN = 297187.0997285 Edm = 0.625505 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297186.5019743 Edm = 0.558166 NCalls = 865 -VariableMetric: Iteration # 123 - FCN = 297185.7061221 Edm = 0.278762 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297185.0725794 Edm = 0.348259 NCalls = 871 -VariableMetric: Iteration # 125 - FCN = 297184.6049452 Edm = 0.148865 NCalls = 873 -VariableMetric: Iteration # 126 - FCN = 297184.4319925 Edm = 0.073385 NCalls = 875 -VariableMetric: Iteration # 127 - FCN = 297184.2169018 Edm = 0.0659366 NCalls = 877 -VariableMetric: Iteration # 128 - FCN = 297184.119041 Edm = 0.0158465 NCalls = 879 -VariableMetric: Iteration # 129 - FCN = 297184.0252351 Edm = 0.0606866 NCalls = 882 -VariableMetric: Iteration # 130 - FCN = 297183.899493 Edm = 0.0146337 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297183.805163 Edm = 0.0319682 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297183.7460467 Edm = 0.0083405 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297183.7111061 Edm = 0.00595265 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297183.6998475 Edm = 0.00352011 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297183.6904419 Edm = 0.0018428 NCalls = 895 -VariableMetric: Iteration # 136 - FCN = 297183.6876608 Edm = 0.000966026 NCalls = 897 -VariableMetric: Iteration # 137 - FCN = 297183.683515 Edm = 0.000556538 NCalls = 900 -VariableMetric: Iteration # 138 - FCN = 297183.6815052 Edm = 0.00105564 NCalls = 902 -VariableMetric: Iteration # 139 - FCN = 297183.6785547 Edm = 0.0002035 NCalls = 904 -VariableMetric: Iteration # 140 - FCN = 297183.6779333 Edm = 0.000193478 NCalls = 906 -VariableMetric: Iteration # 141 - FCN = 297183.6774234 Edm = 9.82228e-05 NCalls = 908 -VariableMetric: Iteration # 142 - FCN = 297183.6770388 Edm = 5.33629e-05 NCalls = 910 -VariableMetric: After Hessian - FCN = 297183.6770388 Edm = 0.0067074 NCalls = 1393 -VariableMetric: Iteration # 143 - FCN = 297183.6770388 Edm = 0.0067074 NCalls = 1393 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301866.0918954 Edm = 14.1634 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301866.0918954 Edm = 14.1634 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298634.0547858 Edm = 1.36506 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298609.7114023 Edm = 8.46735 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298607.5335304 Edm = 0.261265 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298578.8896355 Edm = 22.4074 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298456.0791088 Edm = 1.92753 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298454.4601955 Edm = 0.150408 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298454.1715603 Edm = 0.210106 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 298307.5752864 Edm = 13.5136 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298013.7913346 Edm = 23.5443 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297974.192979 Edm = 0.630838 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297973.0124183 Edm = 0.628348 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297923.0371383 Edm = 20.8511 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297843.5230551 Edm = 19.0059 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297814.9365514 Edm = 10.5948 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297807.0717094 Edm = 0.666683 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297806.22415 Edm = 0.0641075 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297806.1444907 Edm = 0.0325382 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297805.7240779 Edm = 0.397609 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297732.0493443 Edm = 22.6259 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297707.669919 Edm = 5.3583 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297704.8318088 Edm = 0.349311 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297704.0811054 Edm = 0.0432994 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297703.4798843 Edm = 0.382231 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297701.6033227 Edm = 1.0431 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297685.2551391 Edm = 11.1149 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297661.5643562 Edm = 2.03364 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297659.7232852 Edm = 0.17979 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297659.4194127 Edm = 0.0300716 NCalls = 90 -VariableMetric: Iteration # 29 - FCN = 297659.3827582 Edm = 0.0213392 NCalls = 92 -VariableMetric: Iteration # 30 - FCN = 297659.1877378 Edm = 0.173291 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297658.6220461 Edm = 0.481731 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297618.9397758 Edm = 19.8923 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297600.5673785 Edm = 5.41447 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297591.0514884 Edm = 0.883882 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297590.2865729 Edm = 0.274399 NCalls = 111 -VariableMetric: Iteration # 36 - FCN = 297589.8606713 Edm = 0.148652 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297589.6978283 Edm = 0.011389 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297589.6817661 Edm = 0.00387598 NCalls = 117 -VariableMetric: Iteration # 39 - FCN = 297589.6222821 Edm = 0.0403741 NCalls = 120 -VariableMetric: Iteration # 40 - FCN = 297588.8396256 Edm = 0.581846 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297583.6162258 Edm = 4.20413 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297551.4559131 Edm = 17.0701 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297536.8516917 Edm = 5.03168 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297533.5707111 Edm = 0.121642 NCalls = 136 -VariableMetric: Iteration # 45 - FCN = 297533.450032 Edm = 0.0131856 NCalls = 137 -VariableMetric: Iteration # 46 - FCN = 297533.4362058 Edm = 0.00182426 NCalls = 139 -VariableMetric: Iteration # 47 - FCN = 297533.4319249 Edm = 0.00263572 NCalls = 141 -VariableMetric: Iteration # 48 - FCN = 297533.413266 Edm = 0.0227697 NCalls = 144 -VariableMetric: Iteration # 49 - FCN = 297532.9858596 Edm = 0.505094 NCalls = 150 -VariableMetric: Iteration # 50 - FCN = 297532.6106991 Edm = 0.369845 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297518.2821649 Edm = 2.7686 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297515.9651158 Edm = 1.46896 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297515.1330941 Edm = 0.10437 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297515.0319004 Edm = 0.0186207 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297515.0177756 Edm = 0.00137204 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297515.0117099 Edm = 0.00645892 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297514.8723985 Edm = 0.155821 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297514.7880705 Edm = 0.0828319 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297507.4648993 Edm = 2.92798 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297506.4702625 Edm = 0.422832 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297506.0293546 Edm = 0.0980819 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297505.9224063 Edm = 0.0310298 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297505.8987879 Edm = 0.00475612 NCalls = 194 -VariableMetric: Iteration # 64 - FCN = 297505.8935902 Edm = 0.000492954 NCalls = 196 -VariableMetric: Iteration # 65 - FCN = 297505.8930317 Edm = 0.000200398 NCalls = 198 -VariableMetric: Iteration # 66 - FCN = 297505.8910702 Edm = 0.00180625 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297505.6016443 Edm = 0.251102 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297503.595205 Edm = 0.297756 NCalls = 210 -VariableMetric: Iteration # 69 - FCN = 297503.2517457 Edm = 0.00523318 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297503.2468445 Edm = 0.000134325 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297503.2465657 Edm = 0.000141226 NCalls = 216 -VariableMetric: Iteration # 72 - FCN = 297503.2306262 Edm = 0.014862 NCalls = 221 -VariableMetric: Iteration # 73 - FCN = 297502.7915101 Edm = 0.335836 NCalls = 225 -VariableMetric: Iteration # 74 - FCN = 297501.1784201 Edm = 0.13641 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297501.025485 Edm = 0.0107211 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297501.0142112 Edm = 0.000410546 NCalls = 231 -VariableMetric: Iteration # 77 - FCN = 297501.0137831 Edm = 4.73501e-05 NCalls = 233 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312438.9523534 Edm = 26.7014 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312438.9523534 Edm = 26.7014 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301110.620611 Edm = 32.5291 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300436.3784387 Edm = 40.2265 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 300325.7203583 Edm = 28.6166 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 299310.7778649 Edm = 621.286 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298702.1293004 Edm = 3.37424 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298696.4003399 Edm = 4.29573 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298690.8841528 Edm = 5.85961 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298162.5202662 Edm = 217.271 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297803.688034 Edm = 38.7238 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297764.5202352 Edm = 1.33876 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297762.7321898 Edm = 0.129738 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297761.2489123 Edm = 1.56669 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297713.9514097 Edm = 34.6871 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297582.8746306 Edm = 13.0653 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297562.6562511 Edm = 1.36856 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297561.0534392 Edm = 0.0340402 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297560.9632459 Edm = 0.0538337 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297559.7678669 Edm = 0.928436 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297519.3361824 Edm = 23.616 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297353.7744046 Edm = 6.92806 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297345.6637337 Edm = 1.26032 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297342.8148727 Edm = 1.03256 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297342.265311 Edm = 0.1131 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297342.1487249 Edm = 0.00564993 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297342.1396449 Edm = 0.0037989 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297342.1149354 Edm = 0.0129964 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297342.0728226 Edm = 0.0237383 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297322.3233232 Edm = 5.07834 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297313.3263415 Edm = 2.50391 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297312.2111447 Edm = 1.19975 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297310.4470052 Edm = 1.1599 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297308.9164315 Edm = 0.554083 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297308.1559984 Edm = 0.148415 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297308.0160793 Edm = 0.00879263 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297308.0039297 Edm = 0.00155864 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297307.9986743 Edm = 0.00265086 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297307.9831907 Edm = 0.0135559 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297307.2148878 Edm = 0.603489 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297302.6503677 Edm = 0.357328 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297302.3139015 Edm = 0.319069 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297302.0263367 Edm = 0.172559 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297301.6434975 Edm = 0.288226 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297301.2245587 Edm = 0.326718 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297300.9337231 Edm = 0.175553 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297300.7890542 Edm = 0.0189098 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297300.7681062 Edm = 0.00484347 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297300.7633991 Edm = 0.000655795 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297300.7620834 Edm = 0.000565641 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297300.7585475 Edm = 0.00181213 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297300.6209309 Edm = 0.126873 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297297.3889177 Edm = 0.60335 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297296.5523059 Edm = 0.131626 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297296.3444853 Edm = 0.058855 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297296.2855866 Edm = 0.0674823 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297296.1078304 Edm = 0.214913 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297295.9738199 Edm = 0.773641 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297295.7555204 Edm = 0.469063 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297295.248799 Edm = 0.826867 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297292.9348729 Edm = 1.83119 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297291.050759 Edm = 1.22895 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297290.4745244 Edm = 0.233329 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297290.4170146 Edm = 0.0193376 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297290.3920387 Edm = 0.00180211 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297290.3884288 Edm = 0.00180903 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297290.3201553 Edm = 0.0657371 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297287.5419666 Edm = 2.61723 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297287.2000787 Edm = 0.965984 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297286.4748517 Edm = 0.649966 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297283.9965864 Edm = 2.56327 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297281.1122003 Edm = 0.939558 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297279.6369486 Edm = 0.657638 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297279.4226368 Edm = 0.177991 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297279.3013455 Edm = 0.0188152 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297279.2885855 Edm = 0.000232017 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297279.2880974 Edm = 0.000263794 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297279.2863956 Edm = 0.00110869 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297279.2541121 Edm = 0.0311363 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297279.0906165 Edm = 0.139669 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297276.8749873 Edm = 0.924827 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297276.1940938 Edm = 0.100996 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297276.1086818 Edm = 0.0144436 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297276.0961068 Edm = 0.000704494 NCalls = 266 -VariableMetric: Iteration # 83 - FCN = 297276.0948817 Edm = 0.000171655 NCalls = 268 -VariableMetric: Iteration # 84 - FCN = 297276.0945696 Edm = 7.23617e-05 NCalls = 270 -VariableMetric: After Hessian - FCN = 297276.0945696 Edm = 91.5213 NCalls = 747 -VariableMetric: Iteration # 85 - FCN = 297276.0945696 Edm = 91.5213 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297275.6532882 Edm = 0.336112 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297275.323075 Edm = 1.64692 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297271.15022 Edm = 2.95443 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297269.4978607 Edm = 3.19857 NCalls = 768 -VariableMetric: Iteration # 90 - FCN = 297268.7843685 Edm = 1.23874 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297260.3304739 Edm = 12.1278 NCalls = 775 -VariableMetric: Iteration # 92 - FCN = 297259.9375484 Edm = 0.274534 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297259.3543165 Edm = 0.971566 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297256.9755253 Edm = 0.474721 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297256.238177 Edm = 0.203982 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297255.6013363 Edm = 0.427877 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297254.3877021 Edm = 0.186035 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297254.1294726 Edm = 0.0969726 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297253.7670016 Edm = 0.179548 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297253.5897626 Edm = 0.0355608 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297253.4926488 Edm = 0.0687403 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297253.2415767 Edm = 0.0287551 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297253.1659559 Edm = 0.0521685 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297252.997972 Edm = 0.0536494 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297252.9378113 Edm = 0.0140007 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297252.8586137 Edm = 0.0496425 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297252.808655 Edm = 0.0227176 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297252.7730365 Edm = 0.00990257 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297252.7414402 Edm = 0.00660926 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297252.7245577 Edm = 0.00343433 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297252.7151237 Edm = 0.00224487 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297252.7112742 Edm = 0.00131586 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297252.7092572 Edm = 0.000865253 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297252.7071403 Edm = 0.000884481 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297252.703758 Edm = 0.000641267 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297252.7026249 Edm = 0.000385995 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297252.6992541 Edm = 0.000308629 NCalls = 836 -VariableMetric: Iteration # 118 - FCN = 297252.6981073 Edm = 0.000660636 NCalls = 838 -VariableMetric: Iteration # 119 - FCN = 297252.6934439 Edm = 0.000372741 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297252.6920923 Edm = 0.000989627 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297252.6803265 Edm = 0.00175951 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297252.6771233 Edm = 0.00124571 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297252.6483143 Edm = 0.00613056 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297252.6400046 Edm = 0.000818822 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297252.6297999 Edm = 0.00170844 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297252.6274533 Edm = 0.000259811 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297252.6251583 Edm = 0.000835447 NCalls = 862 -VariableMetric: Iteration # 128 - FCN = 297252.6238432 Edm = 0.000107403 NCalls = 864 -VariableMetric: Iteration # 129 - FCN = 297252.6234173 Edm = 0.00024239 NCalls = 866 -VariableMetric: Iteration # 130 - FCN = 297252.6224493 Edm = 9.0506e-05 NCalls = 868 -VariableMetric: Iteration # 131 - FCN = 297252.6222888 Edm = 4.68299e-05 NCalls = 870 -VariableMetric: After Hessian - FCN = 297252.6222888 Edm = 0.000767574 NCalls = 1353 -VariableMetric: Iteration # 132 - FCN = 297252.6222888 Edm = 0.000767574 NCalls = 1353 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306968.6081781 Edm = 11.9297 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306968.6081781 Edm = 11.9297 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300728.2433184 Edm = 39.7236 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300728.2433184 Edm = 39.7236 NCalls = 23 -VariableMetric: After Hessian - FCN = 300728.2433184 Edm = 1.39565e+08 NCalls = 492 -VariableMetric: Iteration # 3 - FCN = 300728.2433184 Edm = 1.39565e+08 NCalls = 492 -VariableMetric: Iteration # 4 - FCN = 299370.3038179 Edm = 3.11454e+06 NCalls = 503 -VariableMetric: Iteration # 5 - FCN = 299367.332079 Edm = 334.967 NCalls = 507 -VariableMetric: Iteration # 6 - FCN = 299069.2396722 Edm = 251.281 NCalls = 511 -VariableMetric: Iteration # 7 - FCN = 298249.0518177 Edm = 52.2222 NCalls = 514 -VariableMetric: Iteration # 8 - FCN = 298173.0518216 Edm = 4.45134 NCalls = 516 -VariableMetric: Iteration # 9 - FCN = 298165.0814891 Edm = 8.06479 NCalls = 518 -VariableMetric: Iteration # 10 - FCN = 297839.6448243 Edm = 18.4601 NCalls = 524 -VariableMetric: Iteration # 11 - FCN = 297817.7345985 Edm = 0.673711 NCalls = 526 -VariableMetric: Iteration # 12 - FCN = 297815.0966789 Edm = 1.04218 NCalls = 528 -VariableMetric: Iteration # 13 - FCN = 297805.010759 Edm = 7.66371 NCalls = 531 -VariableMetric: Iteration # 14 - FCN = 297671.8123984 Edm = 9.61503 NCalls = 535 -VariableMetric: Iteration # 15 - FCN = 297663.769709 Edm = 0.347277 NCalls = 537 -VariableMetric: Iteration # 16 - FCN = 297662.9061667 Edm = 0.149609 NCalls = 539 -VariableMetric: Iteration # 17 - FCN = 297660.7843748 Edm = 1.76452 NCalls = 542 -VariableMetric: Iteration # 18 - FCN = 297577.2073352 Edm = 34.8456 NCalls = 546 -VariableMetric: Iteration # 19 - FCN = 297519.9034039 Edm = 2.54693 NCalls = 548 -VariableMetric: Iteration # 20 - FCN = 297517.2261143 Edm = 0.325284 NCalls = 549 -VariableMetric: Iteration # 21 - FCN = 297516.9336796 Edm = 0.0933834 NCalls = 550 -VariableMetric: Iteration # 22 - FCN = 297516.6224192 Edm = 0.238374 NCalls = 552 -VariableMetric: Iteration # 23 - FCN = 297483.41939 Edm = 14.1894 NCalls = 557 -VariableMetric: Iteration # 24 - FCN = 297459.1033906 Edm = 1.16495 NCalls = 560 -VariableMetric: Iteration # 25 - FCN = 297457.6451565 Edm = 0.174741 NCalls = 562 -VariableMetric: Iteration # 26 - FCN = 297457.4596176 Edm = 0.0647538 NCalls = 564 -VariableMetric: Iteration # 27 - FCN = 297456.0366148 Edm = 1.23206 NCalls = 568 -VariableMetric: Iteration # 28 - FCN = 297416.5794302 Edm = 13.0544 NCalls = 573 -VariableMetric: Iteration # 29 - FCN = 297394.3452252 Edm = 0.146395 NCalls = 575 -VariableMetric: Iteration # 30 - FCN = 297394.1991843 Edm = 0.00841657 NCalls = 576 -VariableMetric: Iteration # 31 - FCN = 297394.1815538 Edm = 0.00656315 NCalls = 578 -VariableMetric: Iteration # 32 - FCN = 297394.1428338 Edm = 0.0289465 NCalls = 581 -VariableMetric: Iteration # 33 - FCN = 297393.8347197 Edm = 0.33076 NCalls = 584 -VariableMetric: Iteration # 34 - FCN = 297387.2620524 Edm = 1.91667 NCalls = 590 -VariableMetric: Iteration # 35 - FCN = 297383.8746502 Edm = 0.119565 NCalls = 592 -VariableMetric: Iteration # 36 - FCN = 297383.7415904 Edm = 0.00273437 NCalls = 594 -VariableMetric: Iteration # 37 - FCN = 297383.7363657 Edm = 0.00276744 NCalls = 596 -VariableMetric: Iteration # 38 - FCN = 297383.5494865 Edm = 0.203 NCalls = 601 -VariableMetric: Iteration # 39 - FCN = 297383.4821039 Edm = 0.0644348 NCalls = 606 -VariableMetric: Iteration # 40 - FCN = 297375.8575533 Edm = 0.767476 NCalls = 612 -VariableMetric: Iteration # 41 - FCN = 297374.7758901 Edm = 0.310844 NCalls = 614 -VariableMetric: Iteration # 42 - FCN = 297374.1580542 Edm = 0.283392 NCalls = 616 -VariableMetric: Iteration # 43 - FCN = 297373.8978515 Edm = 0.254456 NCalls = 617 -VariableMetric: Iteration # 44 - FCN = 297373.6660145 Edm = 0.0325789 NCalls = 620 -VariableMetric: Iteration # 45 - FCN = 297373.6063202 Edm = 0.00440488 NCalls = 623 -VariableMetric: Iteration # 46 - FCN = 297373.5995242 Edm = 0.00195765 NCalls = 625 -VariableMetric: Iteration # 47 - FCN = 297373.596119 Edm = 0.00327138 NCalls = 627 -VariableMetric: Iteration # 48 - FCN = 297373.5445336 Edm = 0.0470241 NCalls = 631 -VariableMetric: Iteration # 49 - FCN = 297371.3583432 Edm = 4.39295 NCalls = 635 -VariableMetric: Iteration # 50 - FCN = 297371.2336809 Edm = 0.0755838 NCalls = 636 -VariableMetric: Iteration # 51 - FCN = 297370.5730245 Edm = 0.962031 NCalls = 639 -VariableMetric: Iteration # 52 - FCN = 297368.7724441 Edm = 1.49992 NCalls = 644 -VariableMetric: Iteration # 53 - FCN = 297362.6265113 Edm = 1.88579 NCalls = 647 -VariableMetric: Iteration # 54 - FCN = 297359.8177851 Edm = 0.536274 NCalls = 649 -VariableMetric: Iteration # 55 - FCN = 297359.1618749 Edm = 0.322311 NCalls = 651 -VariableMetric: Iteration # 56 - FCN = 297358.9049337 Edm = 0.077485 NCalls = 654 -VariableMetric: Iteration # 57 - FCN = 297358.8358516 Edm = 0.0127653 NCalls = 656 -VariableMetric: Iteration # 58 - FCN = 297358.8160593 Edm = 0.00181091 NCalls = 658 -VariableMetric: Iteration # 59 - FCN = 297358.8140955 Edm = 0.000137983 NCalls = 660 -VariableMetric: Iteration # 60 - FCN = 297358.8133131 Edm = 0.000704826 NCalls = 663 -VariableMetric: Iteration # 61 - FCN = 297358.7636487 Edm = 0.0520955 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297358.550937 Edm = 0.00288312 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297351.6991332 Edm = 0.697054 NCalls = 680 -VariableMetric: Iteration # 64 - FCN = 297350.4724018 Edm = 0.182466 NCalls = 682 -VariableMetric: Iteration # 65 - FCN = 297350.3046932 Edm = 0.020665 NCalls = 684 -VariableMetric: Iteration # 66 - FCN = 297350.286115 Edm = 0.00127594 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297350.2845771 Edm = 0.000503501 NCalls = 688 -VariableMetric: Iteration # 68 - FCN = 297350.2834175 Edm = 0.000714292 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297350.2653677 Edm = 0.0163336 NCalls = 694 -VariableMetric: Iteration # 70 - FCN = 297348.7580926 Edm = 1.01564 NCalls = 699 -VariableMetric: Iteration # 71 - FCN = 297346.5736084 Edm = 0.313196 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297346.2944803 Edm = 0.00874294 NCalls = 704 -VariableMetric: Iteration # 73 - FCN = 297346.2863791 Edm = 0.00063763 NCalls = 706 -VariableMetric: Iteration # 74 - FCN = 297346.2853259 Edm = 0.000440949 NCalls = 708 -VariableMetric: Iteration # 75 - FCN = 297346.2793238 Edm = 0.00570621 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297346.186122 Edm = 0.115436 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297346.184544 Edm = 0.00106372 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297346.0645409 Edm = 0.128239 NCalls = 725 -VariableMetric: Iteration # 79 - FCN = 297346.001026 Edm = 0.0623189 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297341.8776798 Edm = 0.443244 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297341.5906486 Edm = 0.0560037 NCalls = 739 -VariableMetric: Iteration # 82 - FCN = 297341.5048295 Edm = 0.00755066 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297341.497073 Edm = 0.000739589 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297341.4963186 Edm = 0.000182153 NCalls = 744 -VariableMetric: Iteration # 85 - FCN = 297341.4949955 Edm = 0.00114917 NCalls = 747 -VariableMetric: Iteration # 86 - FCN = 297341.4776861 Edm = 0.0204142 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297341.2152714 Edm = 0.264629 NCalls = 756 -VariableMetric: Iteration # 88 - FCN = 297338.4825514 Edm = 0.691562 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297337.6868009 Edm = 0.396422 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297337.4290787 Edm = 0.124708 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297337.3170708 Edm = 0.0137279 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297337.2968114 Edm = 0.00453162 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297337.2876208 Edm = 0.00345302 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297337.2846503 Edm = 0.000547689 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297337.2841648 Edm = 8.44346e-05 NCalls = 773 -VariableMetric: After Hessian - FCN = 297337.2841648 Edm = 7.14866 NCalls = 1250 -VariableMetric: Iteration # 96 - FCN = 297337.2841648 Edm = 7.14866 NCalls = 1250 -VariableMetric: Iteration # 97 - FCN = 297334.7663663 Edm = 10.1196 NCalls = 1252 -VariableMetric: Iteration # 98 - FCN = 297331.8117508 Edm = 1.20415 NCalls = 1254 -VariableMetric: Iteration # 99 - FCN = 297331.1034498 Edm = 1.3089 NCalls = 1257 -VariableMetric: Iteration # 100 - FCN = 297329.4280386 Edm = 1.44857 NCalls = 1259 -VariableMetric: Iteration # 101 - FCN = 297328.3046202 Edm = 2.55529 NCalls = 1262 -VariableMetric: Iteration # 102 - FCN = 297327.4727353 Edm = 0.944814 NCalls = 1265 -VariableMetric: Iteration # 103 - FCN = 297326.8319849 Edm = 0.643952 NCalls = 1268 -VariableMetric: Iteration # 104 - FCN = 297326.4567142 Edm = 0.238154 NCalls = 1270 -VariableMetric: Iteration # 105 - FCN = 297326.2239791 Edm = 0.133518 NCalls = 1272 -VariableMetric: Iteration # 106 - FCN = 297326.1605152 Edm = 0.0251733 NCalls = 1274 -VariableMetric: Iteration # 107 - FCN = 297326.1380109 Edm = 0.010862 NCalls = 1276 -VariableMetric: Iteration # 108 - FCN = 297326.1287508 Edm = 0.00331238 NCalls = 1278 -VariableMetric: Iteration # 109 - FCN = 297326.1243334 Edm = 0.00105893 NCalls = 1280 -VariableMetric: Iteration # 110 - FCN = 297326.1227131 Edm = 0.000586696 NCalls = 1282 -VariableMetric: Iteration # 111 - FCN = 297326.1210832 Edm = 0.000451739 NCalls = 1285 -VariableMetric: Iteration # 112 - FCN = 297326.1204937 Edm = 0.000117809 NCalls = 1287 -VariableMetric: Iteration # 113 - FCN = 297326.1203301 Edm = 4.05754e-05 NCalls = 1289 -VariableMetric: After Hessian - FCN = 297326.1203301 Edm = 0.000778023 NCalls = 1776 -VariableMetric: Iteration # 114 - FCN = 297326.1203301 Edm = 0.000778023 NCalls = 1776 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334600.6742732 Edm = 34.6 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334600.6742732 Edm = 34.6 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301005.0734665 Edm = 7.76739 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300758.1807908 Edm = 63.4973 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300727.6810105 Edm = 7.69534 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 300519.8972333 Edm = 77.331 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 300398.8610239 Edm = 3.02583 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 299858.209569 Edm = 334.177 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298983.6994993 Edm = 591.17 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298535.331443 Edm = 122.337 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298487.3694264 Edm = 4.47702 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298479.6442157 Edm = 6.07947 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298457.1876951 Edm = 5.85456 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298444.9287405 Edm = 5.34855 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298428.570127 Edm = 6.6045 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298401.4962859 Edm = 28.0008 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297910.924827 Edm = 15.7583 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297907.8386939 Edm = 4.54391 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297904.5524405 Edm = 0.374444 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297901.3319102 Edm = 2.82022 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297896.0409485 Edm = 1.13785 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297894.7856179 Edm = 0.940767 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297891.212853 Edm = 1.95541 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297884.9444514 Edm = 1.60811 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297880.5402462 Edm = 7.97448 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297856.5641091 Edm = 23.7156 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297594.0079463 Edm = 70.899 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297572.8195909 Edm = 70.7309 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297506.3707919 Edm = 14.6669 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297491.4847371 Edm = 1.05175 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297489.1091555 Edm = 0.66281 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297486.3280965 Edm = 1.76367 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297484.6060223 Edm = 1.08317 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297459.4163643 Edm = 21.4989 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297459.3099347 Edm = 0.994879 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297454.9525514 Edm = 7.92228 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297431.5918064 Edm = 16.8096 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297422.5472822 Edm = 7.80894 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297416.9699515 Edm = 1.32837 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297415.5858431 Edm = 0.30675 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297414.8934618 Edm = 0.120098 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297414.5909404 Edm = 0.127124 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297413.8741432 Edm = 0.668081 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297407.1918565 Edm = 8.03268 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297406.4697637 Edm = 0.683594 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297391.2192863 Edm = 15.6977 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297390.2672734 Edm = 0.955657 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297381.8369149 Edm = 8.40087 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297373.4644003 Edm = 6.86058 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297351.8113236 Edm = 0.75591 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297350.6092419 Edm = 0.152279 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297350.4717455 Edm = 0.0334593 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297350.4277669 Edm = 0.00492039 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297350.4167377 Edm = 0.00700405 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297350.2974795 Edm = 0.111079 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297342.3892383 Edm = 5.38928 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297326.7933491 Edm = 5.15345 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297323.5271069 Edm = 0.305788 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297322.9073626 Edm = 0.17516 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297321.9112474 Edm = 0.724966 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297321.1001579 Edm = 0.489789 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297320.7727116 Edm = 0.0427488 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297320.7244574 Edm = 0.0267889 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297320.6872457 Edm = 0.0344166 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297320.4750354 Edm = 0.0950789 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297320.3397628 Edm = 0.0391852 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297320.2897535 Edm = 0.0261843 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297320.2073934 Edm = 0.383121 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297320.0581543 Edm = 0.190016 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297320.0505549 Edm = 0.0127057 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297319.9602885 Edm = 0.0696896 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297319.7794344 Edm = 0.130644 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297318.5235975 Edm = 1.32431 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297316.5307215 Edm = 1.58854 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297313.5030402 Edm = 1.44154 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297312.8613866 Edm = 0.565685 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297312.6930939 Edm = 0.162908 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297312.5578263 Edm = 0.013745 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297312.519123 Edm = 0.0104219 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297312.4171908 Edm = 0.0689651 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297310.984369 Edm = 0.314718 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297310.487874 Edm = 0.196783 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297310.3684432 Edm = 0.0659045 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297310.2255042 Edm = 0.0401978 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297310.0867715 Edm = 0.0852202 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297310.0266466 Edm = 0.146357 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297309.9073509 Edm = 0.119487 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297309.8284685 Edm = 0.0755858 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297309.6396843 Edm = 0.0736241 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297309.488428 Edm = 0.0384874 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297309.4486459 Edm = 0.0569521 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297309.4222398 Edm = 0.00501383 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297309.4100303 Edm = 0.00436501 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297309.3771582 Edm = 0.0303786 NCalls = 294 -VariableMetric: Iteration # 93 - FCN = 297308.9914984 Edm = 0.481408 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297308.8833877 Edm = 0.123896 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297308.5878694 Edm = 0.24408 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297307.3724785 Edm = 2.87871 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297305.8288637 Edm = 2.60621 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297301.8242097 Edm = 3.66465 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297299.3740644 Edm = 10.824 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297292.1822875 Edm = 2.11105 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297289.5196627 Edm = 0.279662 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297289.2069288 Edm = 0.0548185 NCalls = 342 -VariableMetric: Iteration # 103 - FCN = 297289.1594864 Edm = 0.0047441 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297289.1472138 Edm = 0.00633378 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297289.0647117 Edm = 0.0591048 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297288.9476869 Edm = 0.0198612 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297288.9101767 Edm = 0.00242033 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297288.9072886 Edm = 0.000272916 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297288.9055844 Edm = 0.00143441 NCalls = 357 -VariableMetric: Iteration # 110 - FCN = 297288.7610569 Edm = 0.149264 NCalls = 364 -VariableMetric: Iteration # 111 - FCN = 297288.7570005 Edm = 0.00388375 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297288.3332277 Edm = 0.0223457 NCalls = 375 -VariableMetric: Iteration # 113 - FCN = 297285.831455 Edm = 0.253842 NCalls = 377 -VariableMetric: Iteration # 114 - FCN = 297285.5005727 Edm = 0.0568185 NCalls = 379 -VariableMetric: Iteration # 115 - FCN = 297285.4358493 Edm = 0.00305924 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297285.4328239 Edm = 0.000126695 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297285.4323081 Edm = 0.00031429 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297285.4153909 Edm = 0.0162113 NCalls = 389 -VariableMetric: Iteration # 119 - FCN = 297284.5145131 Edm = 0.323519 NCalls = 394 -VariableMetric: Iteration # 120 - FCN = 297284.1003457 Edm = 0.0111519 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297284.0901402 Edm = 0.000541883 NCalls = 398 -VariableMetric: Iteration # 122 - FCN = 297284.0894557 Edm = 0.000167116 NCalls = 400 -VariableMetric: Iteration # 123 - FCN = 297284.0837106 Edm = 0.00581011 NCalls = 404 -VariableMetric: Iteration # 124 - FCN = 297284.0227429 Edm = 0.0625664 NCalls = 411 -VariableMetric: Iteration # 125 - FCN = 297283.8035224 Edm = 0.0331934 NCalls = 418 -VariableMetric: Iteration # 126 - FCN = 297283.4777185 Edm = 0.00214793 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297283.4750057 Edm = 0.000213392 NCalls = 421 -VariableMetric: Iteration # 128 - FCN = 297283.4743548 Edm = 0.000411236 NCalls = 423 -VariableMetric: Iteration # 129 - FCN = 297283.4706276 Edm = 0.00292867 NCalls = 426 -VariableMetric: Iteration # 130 - FCN = 297283.2045665 Edm = 0.293028 NCalls = 431 -VariableMetric: Iteration # 131 - FCN = 297283.1880244 Edm = 0.0146756 NCalls = 433 -VariableMetric: Iteration # 132 - FCN = 297283.0536838 Edm = 0.160381 NCalls = 437 -VariableMetric: Iteration # 133 - FCN = 297282.0658634 Edm = 1.24477 NCalls = 443 -VariableMetric: Iteration # 134 - FCN = 297282.0550468 Edm = 0.00608411 NCalls = 445 -VariableMetric: Iteration # 135 - FCN = 297281.8848804 Edm = 0.190406 NCalls = 450 -VariableMetric: Iteration # 136 - FCN = 297281.646941 Edm = 0.225041 NCalls = 455 -VariableMetric: Iteration # 137 - FCN = 297278.0077788 Edm = 2.97253 NCalls = 460 -VariableMetric: Iteration # 138 - FCN = 297276.9937466 Edm = 1.49821 NCalls = 463 -VariableMetric: Iteration # 139 - FCN = 297275.3451499 Edm = 0.35815 NCalls = 466 -VariableMetric: Iteration # 140 - FCN = 297274.8752019 Edm = 0.018546 NCalls = 468 -VariableMetric: Iteration # 141 - FCN = 297274.8549674 Edm = 0.0016783 NCalls = 469 -VariableMetric: Iteration # 142 - FCN = 297274.8531927 Edm = 0.000417569 NCalls = 471 -VariableMetric: Iteration # 143 - FCN = 297274.8525877 Edm = 0.00019721 NCalls = 473 -VariableMetric: Iteration # 144 - FCN = 297274.8517037 Edm = 0.000385681 NCalls = 475 -VariableMetric: Iteration # 145 - FCN = 297274.8499436 Edm = 0.000800632 NCalls = 477 -VariableMetric: Iteration # 146 - FCN = 297274.8328311 Edm = 0.0148994 NCalls = 481 -VariableMetric: Iteration # 147 - FCN = 297273.6011533 Edm = 0.569091 NCalls = 486 -VariableMetric: Iteration # 148 - FCN = 297272.4753177 Edm = 0.0736754 NCalls = 488 -VariableMetric: Iteration # 149 - FCN = 297272.4179127 Edm = 0.00928839 NCalls = 490 -VariableMetric: Iteration # 150 - FCN = 297272.410074 Edm = 0.000198094 NCalls = 491 -VariableMetric: Iteration # 151 - FCN = 297272.4098897 Edm = 2.67812e-05 NCalls = 492 -VariableMetric: After Hessian - FCN = 297272.4098897 Edm = 1.24081 NCalls = 975 -VariableMetric: Iteration # 152 - FCN = 297272.4098897 Edm = 1.24081 NCalls = 975 -VariableMetric: Iteration # 153 - FCN = 297272.241508 Edm = 1.4128 NCalls = 977 -VariableMetric: Iteration # 154 - FCN = 297272.2392483 Edm = 461.85 NCalls = 982 -VariableMetric: Iteration # 155 - FCN = 297272.2111798 Edm = 832.38 NCalls = 986 -VariableMetric: Iteration # 156 - FCN = 297272.1681155 Edm = 372.418 NCalls = 990 -VariableMetric: Iteration # 157 - FCN = 297272.1538409 Edm = 139.851 NCalls = 994 -VariableMetric: Iteration # 158 - FCN = 297272.0343113 Edm = 95.9497 NCalls = 997 -VariableMetric: Iteration # 159 - FCN = 297271.961063 Edm = 94.6254 NCalls = 1000 -VariableMetric: Iteration # 160 - FCN = 297271.7842668 Edm = 54.9839 NCalls = 1003 -VariableMetric: Iteration # 161 - FCN = 297271.6812646 Edm = 41.3931 NCalls = 1006 -VariableMetric: Iteration # 162 - FCN = 297271.6017722 Edm = 13.668 NCalls = 1009 -VariableMetric: Iteration # 163 - FCN = 297271.5373729 Edm = 11.9615 NCalls = 1012 -VariableMetric: Iteration # 164 - FCN = 297271.3250202 Edm = 20.8626 NCalls = 1014 -VariableMetric: Iteration # 165 - FCN = 297271.2684342 Edm = 6.97075 NCalls = 1017 -VariableMetric: Iteration # 166 - FCN = 297271.2599739 Edm = 32.1876 NCalls = 1019 -VariableMetric: Iteration # 167 - FCN = 297271.199864 Edm = 16.369 NCalls = 1021 -VariableMetric: Iteration # 168 - FCN = 297271.048267 Edm = 1.48749 NCalls = 1023 -VariableMetric: Iteration # 169 - FCN = 297270.8412007 Edm = 1.97851 NCalls = 1025 -VariableMetric: Iteration # 170 - FCN = 297270.7822506 Edm = 0.579687 NCalls = 1027 -VariableMetric: Iteration # 171 - FCN = 297270.7594385 Edm = 0.876668 NCalls = 1029 -VariableMetric: Iteration # 172 - FCN = 297270.6564022 Edm = 2.08616 NCalls = 1031 -VariableMetric: Iteration # 173 - FCN = 297270.569878 Edm = 0.3614 NCalls = 1033 -VariableMetric: Iteration # 174 - FCN = 297270.5406742 Edm = 0.253493 NCalls = 1035 -VariableMetric: Iteration # 175 - FCN = 297270.4436633 Edm = 0.284832 NCalls = 1037 -VariableMetric: Iteration # 176 - FCN = 297270.4106092 Edm = 0.141446 NCalls = 1039 -VariableMetric: Iteration # 177 - FCN = 297270.3901933 Edm = 0.154391 NCalls = 1041 -VariableMetric: Iteration # 178 - FCN = 297270.3624388 Edm = 0.104986 NCalls = 1043 -VariableMetric: Iteration # 179 - FCN = 297270.3017809 Edm = 0.0258658 NCalls = 1046 -VariableMetric: Iteration # 180 - FCN = 297270.2515572 Edm = 0.0253359 NCalls = 1049 -VariableMetric: Iteration # 181 - FCN = 297270.2274935 Edm = 0.0516156 NCalls = 1051 -VariableMetric: Iteration # 182 - FCN = 297270.2049752 Edm = 0.0249125 NCalls = 1053 -VariableMetric: Iteration # 183 - FCN = 297270.18612 Edm = 0.0367739 NCalls = 1055 -VariableMetric: Iteration # 184 - FCN = 297270.1516312 Edm = 0.0209349 NCalls = 1058 -VariableMetric: Iteration # 185 - FCN = 297270.1270022 Edm = 0.0377917 NCalls = 1061 -VariableMetric: Iteration # 186 - FCN = 297270.0826041 Edm = 0.015709 NCalls = 1065 -VariableMetric: Iteration # 187 - FCN = 297270.0598194 Edm = 0.0150066 NCalls = 1068 -VariableMetric: Iteration # 188 - FCN = 297270.0497016 Edm = 0.00671387 NCalls = 1070 -VariableMetric: Iteration # 189 - FCN = 297270.0387377 Edm = 0.00302321 NCalls = 1073 -VariableMetric: Iteration # 190 - FCN = 297270.034107 Edm = 0.00146638 NCalls = 1075 -VariableMetric: Iteration # 191 - FCN = 297270.0316178 Edm = 0.00150198 NCalls = 1078 -VariableMetric: Iteration # 192 - FCN = 297270.0273139 Edm = 0.00219448 NCalls = 1081 -VariableMetric: Iteration # 193 - FCN = 297270.0224743 Edm = 0.00186603 NCalls = 1084 -VariableMetric: Iteration # 194 - FCN = 297270.0207488 Edm = 0.00112481 NCalls = 1085 -VariableMetric: Iteration # 195 - FCN = 297270.0193887 Edm = 0.000927344 NCalls = 1087 -VariableMetric: Iteration # 196 - FCN = 297270.0161116 Edm = 0.00182513 NCalls = 1091 -VariableMetric: Iteration # 197 - FCN = 297270.0137272 Edm = 0.00113893 NCalls = 1094 -VariableMetric: Iteration # 198 - FCN = 297270.0117473 Edm = 0.000832469 NCalls = 1097 -VariableMetric: Iteration # 199 - FCN = 297270.0102716 Edm = 0.000648777 NCalls = 1099 -VariableMetric: Iteration # 200 - FCN = 297270.0095372 Edm = 0.0002691 NCalls = 1101 -VariableMetric: Iteration # 201 - FCN = 297270.0091209 Edm = 9.20565e-05 NCalls = 1103 -VariableMetric: Iteration # 202 - FCN = 297270.0089983 Edm = 3.41898e-05 NCalls = 1105 -VariableMetric: After Hessian - FCN = 297270.0089983 Edm = 0.000856994 NCalls = 1598 -VariableMetric: Iteration # 203 - FCN = 297270.0089983 Edm = 0.000856994 NCalls = 1598 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306968.5861062 Edm = 9.13563 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306968.5861062 Edm = 9.13563 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304358.5407492 Edm = 7.17949 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304289.7535243 Edm = 27.4443 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304235.3185891 Edm = 51.0474 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 299312.3487975 Edm = 93.1883 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299206.5430351 Edm = 91.6248 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297982.4186053 Edm = 18.431 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297952.1337057 Edm = 107.302 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297938.4692822 Edm = 0.721435 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297937.7018642 Edm = 0.0618327 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297937.0122747 Edm = 0.668624 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297858.557901 Edm = 21.7112 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297806.4011157 Edm = 30.6856 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297721.3590753 Edm = 21.6011 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297681.9781364 Edm = 4.3312 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297676.7165205 Edm = 3.35667 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297672.7420146 Edm = 1.89942 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297667.0717945 Edm = 1.42943 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297666.3949282 Edm = 0.910787 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297665.8366442 Edm = 0.0462283 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297665.2396412 Edm = 0.593054 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297658.1842481 Edm = 6.00482 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297599.4256483 Edm = 19.1374 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297591.4180435 Edm = 4.28309 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297584.6389353 Edm = 0.319399 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297584.1342478 Edm = 0.0400637 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297584.0728821 Edm = 0.0374634 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297583.9477286 Edm = 0.104202 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297574.8746607 Edm = 7.29194 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297535.2353265 Edm = 1.51543 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297533.8384508 Edm = 0.0895212 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297533.7420389 Edm = 0.0144817 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297533.6576787 Edm = 0.0518113 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297533.2131523 Edm = 0.179826 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297530.4768845 Edm = 3.38251 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297529.442364 Edm = 7.20797 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297525.947156 Edm = 3.816 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297521.9125579 Edm = 1.54024 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297520.0178444 Edm = 0.30052 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297519.5966032 Edm = 0.124834 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297517.2162914 Edm = 2.11865 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297502.5664456 Edm = 2.7345 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297498.8472934 Edm = 0.0983391 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297498.6496488 Edm = 0.0244047 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297498.617211 Edm = 0.010478 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297498.4990292 Edm = 0.119524 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297489.1998672 Edm = 3.54434 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297471.9232196 Edm = 6.9885 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297467.8015153 Edm = 2.07121 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297466.6899581 Edm = 0.169131 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297466.5134043 Edm = 0.0344034 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297466.4413727 Edm = 0.0167586 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297466.4104181 Edm = 0.00175607 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297466.4061297 Edm = 0.00375295 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297466.3646711 Edm = 0.0433265 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297465.5219122 Edm = 0.914978 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297465.5115583 Edm = 0.0108573 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297465.2195078 Edm = 0.285472 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297465.2125814 Edm = 0.00475113 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297464.430752 Edm = 0.532303 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297457.9917412 Edm = 0.10185 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297457.9040989 Edm = 0.0201355 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297457.886675 Edm = 0.0064162 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297457.8822042 Edm = 0.00182744 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297457.8767617 Edm = 0.00353348 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297457.5045713 Edm = 0.259954 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297449.525575 Edm = 4.34357 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297444.0571271 Edm = 6.31009 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 297442.4017176 Edm = 2.78464 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297440.5164689 Edm = 0.0645532 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297440.4477361 Edm = 0.00216265 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297440.4454714 Edm = 0.000511522 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297440.4368412 Edm = 0.0106054 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297440.3392062 Edm = 0.128008 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297440.3364315 Edm = 0.00190053 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297439.9322907 Edm = 0.289722 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297434.0031692 Edm = 2.31598 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297430.473853 Edm = 0.288044 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297430.0867432 Edm = 0.0862231 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297429.9746812 Edm = 0.00983032 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297429.9658192 Edm = 0.000529752 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297429.9644717 Edm = 0.00110277 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297429.9393843 Edm = 0.0314424 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297429.8118466 Edm = 0.119125 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297424.8940489 Edm = 0.764504 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297423.8161783 Edm = 0.0465591 NCalls = 293 -VariableMetric: Iteration # 86 - FCN = 297423.7647323 Edm = 0.0066614 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297423.7557019 Edm = 0.000442736 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297423.7551367 Edm = 0.000199945 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297423.7531673 Edm = 0.00195385 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297423.7042585 Edm = 0.0428791 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297423.0197743 Edm = 0.494192 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297421.8504758 Edm = 0.0647497 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297421.7935762 Edm = 0.00140781 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297421.7922875 Edm = 4.68571e-05 NCalls = 317 -VariableMetric: After Hessian - FCN = 297421.7922875 Edm = 1.57688 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297421.7922875 Edm = 1.57688 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297420.3905779 Edm = 0.0706387 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297420.3452255 Edm = 0.0105736 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297420.3338368 Edm = 0.00694561 NCalls = 798 -VariableMetric: Iteration # 99 - FCN = 297420.3293668 Edm = 0.00174375 NCalls = 800 -VariableMetric: Iteration # 100 - FCN = 297420.327395 Edm = 0.000641061 NCalls = 802 -VariableMetric: Iteration # 101 - FCN = 297420.3267329 Edm = 0.0001457 NCalls = 804 -VariableMetric: Iteration # 102 - FCN = 297420.3265907 Edm = 1.09745e-05 NCalls = 806 -VariableMetric: After Hessian - FCN = 297420.3265907 Edm = 1.33728e-05 NCalls = 1289 -VariableMetric: Iteration # 103 - FCN = 297420.3265907 Edm = 1.33728e-05 NCalls = 1289 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 332497.1244804 Edm = 258.473 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 332497.1244804 Edm = 258.473 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307249.5129571 Edm = 51.7216 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306764.6686269 Edm = 151.49 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 306685.2687754 Edm = 10.541 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 304710.6210277 Edm = 348.516 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300805.4802629 Edm = 1947.07 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 300730.1148807 Edm = 461.254 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 300169.30914 Edm = 428.738 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 299259.7575856 Edm = 494.386 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298502.757811 Edm = 2.74246 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298498.2227868 Edm = 0.673735 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298494.1870301 Edm = 1.48326 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298224.5043448 Edm = 82.6824 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 298129.3137693 Edm = 2.37792 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 298126.6326448 Edm = 0.452551 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 298126.0400567 Edm = 0.0910619 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 298124.2545262 Edm = 1.54419 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297651.9910876 Edm = 37.8728 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297608.2536885 Edm = 43.4405 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297566.1882369 Edm = 9.84618 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297541.365827 Edm = 1.78905 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297538.6182375 Edm = 0.0796359 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297538.5247644 Edm = 0.0119773 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297538.4892391 Edm = 0.0318564 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297533.6347476 Edm = 4.4344 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297485.7878148 Edm = 1.14311 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297484.4408274 Edm = 0.053182 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297484.363952 Edm = 0.022057 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297483.4478495 Edm = 0.877928 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297453.16838 Edm = 11.1316 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297437.3655565 Edm = 4.73065 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297431.4391086 Edm = 3.56085 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297429.2025972 Edm = 0.669223 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297428.1175166 Edm = 0.0786293 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297428.0447969 Edm = 0.00766987 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297428.0347883 Edm = 0.00248744 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297428.0129235 Edm = 0.0223718 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297424.7592193 Edm = 1.02497 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297416.0335828 Edm = 6.31463 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297410.7553979 Edm = 2.79408 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297407.7970655 Edm = 0.0384415 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297407.7496515 Edm = 0.00361549 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297407.7443534 Edm = 0.000924972 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297407.7400511 Edm = 0.00479319 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297407.5670822 Edm = 0.210967 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297407.5606702 Edm = 0.00578254 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297406.2124419 Edm = 0.191041 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297400.3958206 Edm = 3.12788 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297392.8321388 Edm = 7.1888 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297391.3677672 Edm = 2.51548 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297390.1061417 Edm = 0.711189 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297389.4965105 Edm = 0.0960722 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297389.3618162 Edm = 0.0351295 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297389.3366276 Edm = 0.00252477 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297389.333953 Edm = 0.000635678 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297389.330039 Edm = 0.00387233 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297389.2376785 Edm = 0.118411 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297389.2185705 Edm = 0.0175948 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297386.9310535 Edm = 1.62728 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297384.6417918 Edm = 0.435976 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297384.1303777 Edm = 0.197335 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297383.9342227 Edm = 0.0818463 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297383.8355397 Edm = 0.0249377 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297383.8060276 Edm = 0.00336863 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297383.8025135 Edm = 0.000339212 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297383.8016287 Edm = 0.000773686 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297383.7918726 Edm = 0.00999472 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297383.7474735 Edm = 0.0395278 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297382.7308569 Edm = 0.74794 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297381.7901539 Edm = 0.187558 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297381.5659348 Edm = 0.0232951 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297381.5393897 Edm = 0.00505758 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297381.535736 Edm = 0.000148925 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297381.5354909 Edm = 9.24592e-05 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297381.5328457 Edm = 0.00265386 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297381.3805059 Edm = 0.0153254 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297380.8567401 Edm = 0.174487 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297380.4821964 Edm = 0.0393014 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297380.44817 Edm = 0.00250885 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297380.4458199 Edm = 9.4272e-05 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297380.4456876 Edm = 3.6009e-05 NCalls = 262 -VariableMetric: After Hessian - FCN = 297380.4456876 Edm = 2.2167 NCalls = 741 -VariableMetric: Iteration # 81 - FCN = 297380.4456876 Edm = 2.2167 NCalls = 741 -VariableMetric: Iteration # 82 - FCN = 297377.9998848 Edm = 0.686881 NCalls = 744 -VariableMetric: Iteration # 83 - FCN = 297377.4011826 Edm = 0.206624 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297377.214633 Edm = 0.390909 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297377.1111795 Edm = 0.0733677 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297377.0625609 Edm = 0.0272969 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297377.0317555 Edm = 0.00481373 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297377.0214581 Edm = 0.00882206 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297372.9345778 Edm = 28.3172 NCalls = 767 -VariableMetric: Iteration # 90 - FCN = 297372.9328305 Edm = 0.00225595 NCalls = 770 -VariableMetric: Iteration # 91 - FCN = 297372.9315027 Edm = 0.0072741 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297372.9299762 Edm = 0.00185431 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297372.9266885 Edm = 0.00514194 NCalls = 775 -VariableMetric: Iteration # 94 - FCN = 297372.9156165 Edm = 0.0063728 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297372.8982534 Edm = 0.0150795 NCalls = 780 -VariableMetric: Iteration # 96 - FCN = 297372.8625979 Edm = 0.0177655 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297372.8140124 Edm = 0.0218481 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297372.734141 Edm = 0.0431368 NCalls = 787 -VariableMetric: Iteration # 99 - FCN = 297372.5064269 Edm = 0.158712 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297372.1325566 Edm = 0.335236 NCalls = 793 -VariableMetric: Iteration # 101 - FCN = 297371.3318901 Edm = 0.676934 NCalls = 797 -VariableMetric: Iteration # 102 - FCN = 297369.8300102 Edm = 1.02217 NCalls = 801 -VariableMetric: Iteration # 103 - FCN = 297367.710441 Edm = 1.47698 NCalls = 803 -VariableMetric: Iteration # 104 - FCN = 297367.0579165 Edm = 1.39622 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297365.3675839 Edm = 0.6366 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297364.1536241 Edm = 1.69693 NCalls = 810 -VariableMetric: Iteration # 107 - FCN = 297363.3025012 Edm = 0.615428 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297362.6450095 Edm = 0.227413 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297362.4730327 Edm = 0.182294 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297362.2047349 Edm = 0.144575 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297361.9787422 Edm = 0.132409 NCalls = 822 -VariableMetric: Iteration # 112 - FCN = 297361.8330421 Edm = 0.0511984 NCalls = 825 -VariableMetric: Iteration # 113 - FCN = 297361.7747865 Edm = 0.0147659 NCalls = 827 -VariableMetric: Iteration # 114 - FCN = 297361.760951 Edm = 0.00461137 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297361.7546124 Edm = 0.00136531 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297361.7519193 Edm = 0.000622921 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297361.7510592 Edm = 0.000371166 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297361.7506181 Edm = 3.9578e-05 NCalls = 837 -VariableMetric: After Hessian - FCN = 297361.7506181 Edm = 4.29954e-05 NCalls = 1316 -VariableMetric: Iteration # 119 - FCN = 297361.7506181 Edm = 4.29954e-05 NCalls = 1316 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316243.2646987 Edm = 38.853 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316243.2646987 Edm = 38.853 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308980.7053053 Edm = 34.4758 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 308949.8237796 Edm = 50.7888 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 299844.877557 Edm = 32.4195 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299497.8329098 Edm = 294.609 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299407.5653219 Edm = 5.85523 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 299345.7683509 Edm = 0.444367 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299344.9827291 Edm = 0.449857 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 299339.7605932 Edm = 6.89338 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 299319.9842507 Edm = 19.8742 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 299314.4843542 Edm = 4.14856 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298724.3473591 Edm = 36.0176 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 298714.9705101 Edm = 28.7897 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298497.3574072 Edm = 225.111 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298372.7943798 Edm = 247.025 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297606.4103605 Edm = 31.0087 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297594.6783083 Edm = 14.6478 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297575.4231583 Edm = 0.605996 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297574.6213061 Edm = 0.238664 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297573.9930097 Edm = 0.14068 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297571.3236166 Edm = 1.87241 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297431.067542 Edm = 39.904 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297404.7693496 Edm = 5.93465 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297403.371308 Edm = 0.701312 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297402.7879283 Edm = 0.0801202 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297401.4013929 Edm = 0.238525 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297396.7883734 Edm = 3.10231 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297378.4308067 Edm = 17.0721 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297346.8341557 Edm = 10.5246 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297325.1271687 Edm = 9.86282 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297320.8616097 Edm = 1.10558 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297319.6099266 Edm = 0.193242 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297319.0389299 Edm = 0.154752 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297318.687095 Edm = 0.0490416 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297318.5385861 Edm = 0.150011 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297317.4080543 Edm = 0.450343 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297317.2597621 Edm = 0.558791 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297316.7986038 Edm = 0.239086 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297316.0137949 Edm = 0.208703 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297315.7350784 Edm = 0.0877687 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297315.6952038 Edm = 0.0108044 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297315.6606257 Edm = 0.0183397 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297309.9406047 Edm = 5.00722 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297260.7473449 Edm = 2.31256 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297259.6291171 Edm = 6.30722 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297258.0523693 Edm = 0.157816 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297257.790285 Edm = 0.0623961 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297257.6035979 Edm = 0.189877 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297257.2247016 Edm = 0.182782 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297256.9992242 Edm = 0.0132442 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297256.9807325 Edm = 0.00607811 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297256.9709624 Edm = 0.00344209 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297256.9665762 Edm = 0.00162501 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297256.9499408 Edm = 0.0158013 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297256.8187275 Edm = 0.137557 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297256.7937303 Edm = 0.0240676 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297256.3189757 Edm = 0.446213 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297250.6076154 Edm = 1.89782 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297250.2415446 Edm = 1.22266 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297249.9697824 Edm = 0.594711 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297249.7522145 Edm = 0.0773312 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297249.6114795 Edm = 0.120789 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297249.2857155 Edm = 0.318587 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297248.2573148 Edm = 0.527358 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297246.5978743 Edm = 0.965615 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297245.9356314 Edm = 0.616976 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297245.5543485 Edm = 0.179717 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297245.3783908 Edm = 0.0142721 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297245.3600611 Edm = 0.000479717 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297245.35839 Edm = 0.00118352 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297245.2415573 Edm = 0.127033 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297245.2351846 Edm = 0.00530786 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297245.0435578 Edm = 0.2573 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297244.9605306 Edm = 0.0802181 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297244.9057905 Edm = 0.0468332 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 297242.5193046 Edm = 3.8094 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297242.4316297 Edm = 0.137653 NCalls = 259 -VariableMetric: Iteration # 77 - FCN = 297241.0499223 Edm = 1.29439 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297238.5935114 Edm = 0.239622 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297238.1214408 Edm = 0.221351 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297237.2887881 Edm = 0.185165 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297237.0238856 Edm = 0.289825 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297236.8755081 Edm = 0.109247 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297236.673483 Edm = 0.0155412 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297236.6499707 Edm = 0.000781475 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297236.6481942 Edm = 0.00112801 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297236.6136211 Edm = 0.0345566 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297235.8261545 Edm = 0.108024 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297232.239589 Edm = 1.36961 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297230.4853877 Edm = 1.92145 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297228.1201665 Edm = 0.509753 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297227.7221723 Edm = 0.2146 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297227.4690232 Edm = 0.10344 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297227.2412546 Edm = 0.253226 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297227.0047045 Edm = 0.121402 NCalls = 316 -VariableMetric: Iteration # 95 - FCN = 297226.8181665 Edm = 0.0569368 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297226.7704041 Edm = 0.0295013 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297226.7269387 Edm = 0.0111761 NCalls = 322 -VariableMetric: Iteration # 98 - FCN = 297226.7131097 Edm = 0.00121278 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297226.711022 Edm = 0.000331958 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297226.709117 Edm = 0.00136658 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297226.6989125 Edm = 0.011706 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297226.6328156 Edm = 0.0481805 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297225.9875924 Edm = 0.918047 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297225.7235369 Edm = 1.03695 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297224.9298323 Edm = 2.61369 NCalls = 354 -VariableMetric: Iteration # 106 - FCN = 297224.3552011 Edm = 1.08292 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297222.9771614 Edm = 0.264848 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297222.5061816 Edm = 0.0950569 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297222.4388846 Edm = 0.0361792 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297222.3781152 Edm = 0.0524077 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297222.322327 Edm = 0.0403392 NCalls = 371 -VariableMetric: Iteration # 112 - FCN = 297222.165915 Edm = 0.116801 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297222.114313 Edm = 0.149672 NCalls = 380 -VariableMetric: Iteration # 114 - FCN = 297221.7265566 Edm = 0.435134 NCalls = 385 -VariableMetric: Iteration # 115 - FCN = 297221.4096116 Edm = 0.376281 NCalls = 390 -VariableMetric: Iteration # 116 - FCN = 297221.3819167 Edm = 0.0432188 NCalls = 393 -VariableMetric: Iteration # 117 - FCN = 297221.1756333 Edm = 0.169216 NCalls = 397 -VariableMetric: Iteration # 118 - FCN = 297220.6086946 Edm = 0.177709 NCalls = 400 -VariableMetric: Iteration # 119 - FCN = 297220.4431286 Edm = 0.027313 NCalls = 401 -VariableMetric: Iteration # 120 - FCN = 297220.4064777 Edm = 0.016238 NCalls = 403 -VariableMetric: Iteration # 121 - FCN = 297220.339321 Edm = 0.0582674 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297220.1782964 Edm = 0.0804197 NCalls = 409 -VariableMetric: Iteration # 123 - FCN = 297219.9912019 Edm = 0.258264 NCalls = 411 -VariableMetric: Iteration # 124 - FCN = 297219.7912605 Edm = 0.12274 NCalls = 414 -VariableMetric: Iteration # 125 - FCN = 297219.4965784 Edm = 0.034063 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297219.4414383 Edm = 0.0170751 NCalls = 419 -VariableMetric: Iteration # 127 - FCN = 297219.4284656 Edm = 0.0196056 NCalls = 421 -VariableMetric: Iteration # 128 - FCN = 297219.4038278 Edm = 0.00275608 NCalls = 423 -VariableMetric: Iteration # 129 - FCN = 297219.3996619 Edm = 0.000489877 NCalls = 425 -VariableMetric: Iteration # 130 - FCN = 297219.3987339 Edm = 0.000587232 NCalls = 427 -VariableMetric: Iteration # 131 - FCN = 297219.3970897 Edm = 0.00193743 NCalls = 430 -VariableMetric: Iteration # 132 - FCN = 297219.3891072 Edm = 0.00639258 NCalls = 434 -VariableMetric: Iteration # 133 - FCN = 297219.3037739 Edm = 0.0738261 NCalls = 438 -VariableMetric: Iteration # 134 - FCN = 297219.0465566 Edm = 0.434121 NCalls = 443 -VariableMetric: Iteration # 135 - FCN = 297218.8824324 Edm = 0.182012 NCalls = 448 -VariableMetric: Iteration # 136 - FCN = 297217.8898809 Edm = 4.35832 NCalls = 455 -VariableMetric: Iteration # 137 - FCN = 297217.8789722 Edm = 0.0122429 NCalls = 457 -VariableMetric: Iteration # 138 - FCN = 297217.7816013 Edm = 0.284701 NCalls = 461 -VariableMetric: Iteration # 139 - FCN = 297216.291491 Edm = 1.58235 NCalls = 468 -VariableMetric: Iteration # 140 - FCN = 297216.2630005 Edm = 0.0290109 NCalls = 470 -VariableMetric: Iteration # 141 - FCN = 297216.0570278 Edm = 0.238618 NCalls = 474 -VariableMetric: Iteration # 142 - FCN = 297214.1786729 Edm = 1.74536 NCalls = 483 -VariableMetric: Iteration # 143 - FCN = 297214.1697723 Edm = 0.0130288 NCalls = 485 -VariableMetric: Iteration # 144 - FCN = 297214.1238374 Edm = 0.0443959 NCalls = 488 -VariableMetric: Iteration # 145 - FCN = 297212.7746745 Edm = 0.820877 NCalls = 495 -VariableMetric: Iteration # 146 - FCN = 297209.3450846 Edm = 5.45241 NCalls = 504 -VariableMetric: Iteration # 147 - FCN = 297207.3823171 Edm = 5.65779 NCalls = 507 -VariableMetric: Iteration # 148 - FCN = 297206.2561374 Edm = 1.09279 NCalls = 510 -VariableMetric: Iteration # 149 - FCN = 297205.4199739 Edm = 1.3018 NCalls = 513 -VariableMetric: Iteration # 150 - FCN = 297204.7271791 Edm = 0.0198203 NCalls = 516 -VariableMetric: Iteration # 151 - FCN = 297204.7040697 Edm = 0.00288858 NCalls = 518 -VariableMetric: Iteration # 152 - FCN = 297204.697882 Edm = 0.00520096 NCalls = 520 -VariableMetric: Iteration # 153 - FCN = 297204.6706184 Edm = 0.022053 NCalls = 523 -VariableMetric: Iteration # 154 - FCN = 297204.6177928 Edm = 0.0262056 NCalls = 526 -VariableMetric: Iteration # 155 - FCN = 297204.5902294 Edm = 0.0119474 NCalls = 528 -VariableMetric: Iteration # 156 - FCN = 297204.5627031 Edm = 0.020315 NCalls = 531 -VariableMetric: Iteration # 157 - FCN = 297204.4907898 Edm = 0.0294171 NCalls = 536 -VariableMetric: Iteration # 158 - FCN = 297204.4517173 Edm = 0.0625719 NCalls = 539 -VariableMetric: Iteration # 159 - FCN = 297204.4104926 Edm = 0.0127713 NCalls = 542 -VariableMetric: Iteration # 160 - FCN = 297204.3924194 Edm = 0.013415 NCalls = 545 -VariableMetric: Iteration # 161 - FCN = 297204.3841863 Edm = 0.00147721 NCalls = 547 -VariableMetric: Iteration # 162 - FCN = 297204.3818198 Edm = 0.000858105 NCalls = 549 -VariableMetric: Iteration # 163 - FCN = 297204.3783667 Edm = 0.00287267 NCalls = 551 -VariableMetric: Iteration # 164 - FCN = 297204.3673485 Edm = 0.00491459 NCalls = 555 -VariableMetric: Iteration # 165 - FCN = 297204.3668712 Edm = 0.000568241 NCalls = 557 -VariableMetric: Iteration # 166 - FCN = 297204.3653742 Edm = 0.00121594 NCalls = 560 -VariableMetric: Iteration # 167 - FCN = 297204.3594181 Edm = 0.00319991 NCalls = 564 -VariableMetric: Iteration # 168 - FCN = 297204.3475656 Edm = 0.00392826 NCalls = 567 -VariableMetric: Iteration # 169 - FCN = 297204.3378937 Edm = 0.0140222 NCalls = 569 -VariableMetric: Iteration # 170 - FCN = 297204.3166949 Edm = 0.0346182 NCalls = 573 -VariableMetric: Iteration # 171 - FCN = 297204.2848478 Edm = 0.0421496 NCalls = 576 -VariableMetric: Iteration # 172 - FCN = 297204.2047754 Edm = 0.0332946 NCalls = 581 -VariableMetric: Iteration # 173 - FCN = 297204.1569817 Edm = 0.0272335 NCalls = 583 -VariableMetric: Iteration # 174 - FCN = 297204.1389957 Edm = 0.0766949 NCalls = 585 -VariableMetric: Iteration # 175 - FCN = 297204.0729065 Edm = 0.0341231 NCalls = 587 -VariableMetric: Iteration # 176 - FCN = 297204.0527402 Edm = 0.0127615 NCalls = 589 -VariableMetric: Iteration # 177 - FCN = 297204.025592 Edm = 0.00482768 NCalls = 593 -VariableMetric: Iteration # 178 - FCN = 297204.0173682 Edm = 0.00127575 NCalls = 595 -VariableMetric: Iteration # 179 - FCN = 297204.0161732 Edm = 0.000544536 NCalls = 597 -VariableMetric: Iteration # 180 - FCN = 297204.0154457 Edm = 0.000214731 NCalls = 599 -VariableMetric: Iteration # 181 - FCN = 297204.0143603 Edm = 0.000800416 NCalls = 601 -VariableMetric: Iteration # 182 - FCN = 297204.0006974 Edm = 0.0125479 NCalls = 605 -VariableMetric: Iteration # 183 - FCN = 297203.9090268 Edm = 0.195526 NCalls = 609 -VariableMetric: Iteration # 184 - FCN = 297203.6599911 Edm = 0.322472 NCalls = 613 -VariableMetric: Iteration # 185 - FCN = 297203.2097892 Edm = 0.212386 NCalls = 619 -VariableMetric: Iteration # 186 - FCN = 297203.1971388 Edm = 0.0165541 NCalls = 621 -VariableMetric: Iteration # 187 - FCN = 297203.0266714 Edm = 0.0944612 NCalls = 624 -VariableMetric: Iteration # 188 - FCN = 297202.8282696 Edm = 0.0252881 NCalls = 627 -VariableMetric: Iteration # 189 - FCN = 297202.7909367 Edm = 0.011262 NCalls = 629 -VariableMetric: Iteration # 190 - FCN = 297202.7354605 Edm = 0.0176633 NCalls = 633 -VariableMetric: Iteration # 191 - FCN = 297202.7085894 Edm = 0.00439846 NCalls = 635 -VariableMetric: Iteration # 192 - FCN = 297202.6963014 Edm = 0.00368758 NCalls = 637 -VariableMetric: Iteration # 193 - FCN = 297202.6810407 Edm = 0.0058415 NCalls = 640 -VariableMetric: Iteration # 194 - FCN = 297202.6745617 Edm = 0.00680688 NCalls = 642 -VariableMetric: Iteration # 195 - FCN = 297202.6649255 Edm = 0.0115772 NCalls = 645 -VariableMetric: Iteration # 196 - FCN = 297202.6332742 Edm = 0.0188402 NCalls = 649 -VariableMetric: Iteration # 197 - FCN = 297202.5548819 Edm = 0.0513772 NCalls = 653 -VariableMetric: Iteration # 198 - FCN = 297202.5424164 Edm = 0.106808 NCalls = 655 -VariableMetric: Iteration # 199 - FCN = 297202.463476 Edm = 0.0310151 NCalls = 663 -VariableMetric: Iteration # 200 - FCN = 297202.4234492 Edm = 0.0827419 NCalls = 666 -VariableMetric: Iteration # 201 - FCN = 297202.3929161 Edm = 0.0280494 NCalls = 668 -VariableMetric: Iteration # 202 - FCN = 297202.3145194 Edm = 0.0155133 NCalls = 672 -VariableMetric: Iteration # 203 - FCN = 297202.2627695 Edm = 0.0107272 NCalls = 676 -VariableMetric: Iteration # 204 - FCN = 297202.2500157 Edm = 0.0153081 NCalls = 678 -VariableMetric: Iteration # 205 - FCN = 297202.2452194 Edm = 0.00162359 NCalls = 680 -VariableMetric: Iteration # 206 - FCN = 297202.2415444 Edm = 0.00084809 NCalls = 682 -VariableMetric: Iteration # 207 - FCN = 297202.2405333 Edm = 0.000249076 NCalls = 684 -VariableMetric: Iteration # 208 - FCN = 297202.2401922 Edm = 7.07491e-05 NCalls = 686 -VariableMetric: Iteration # 209 - FCN = 297202.2400073 Edm = 0.000100103 NCalls = 688 -VariableMetric: Iteration # 210 - FCN = 297202.2383843 Edm = 0.00127402 NCalls = 692 -VariableMetric: Iteration # 211 - FCN = 297202.2225192 Edm = 0.0375257 NCalls = 697 -VariableMetric: Iteration # 212 - FCN = 297202.1857061 Edm = 0.0401098 NCalls = 703 -VariableMetric: Iteration # 213 - FCN = 297202.1699823 Edm = 0.153085 NCalls = 707 -VariableMetric: Iteration # 214 - FCN = 297202.1238838 Edm = 0.0808078 NCalls = 712 -VariableMetric: Iteration # 215 - FCN = 297202.0254091 Edm = 0.135791 NCalls = 718 -VariableMetric: Iteration # 216 - FCN = 297201.9946633 Edm = 0.0341022 NCalls = 723 -VariableMetric: Iteration # 217 - FCN = 297201.9313792 Edm = 0.0507637 NCalls = 728 -VariableMetric: Iteration # 218 - FCN = 297201.7102693 Edm = 0.239901 NCalls = 731 -VariableMetric: Iteration # 219 - FCN = 297200.9584592 Edm = 0.269546 NCalls = 737 -VariableMetric: Iteration # 220 - FCN = 297200.8378952 Edm = 0.258734 NCalls = 739 -VariableMetric: Iteration # 221 - FCN = 297200.2980583 Edm = 0.45279 NCalls = 741 -VariableMetric: Iteration # 222 - FCN = 297199.9607524 Edm = 0.167379 NCalls = 743 -VariableMetric: Iteration # 223 - FCN = 297199.5777696 Edm = 0.0453618 NCalls = 746 -VariableMetric: Iteration # 224 - FCN = 297199.4917952 Edm = 0.0725251 NCalls = 748 -VariableMetric: Iteration # 225 - FCN = 297199.455719 Edm = 0.0328447 NCalls = 750 -VariableMetric: Iteration # 226 - FCN = 297199.4159854 Edm = 0.0102105 NCalls = 753 -VariableMetric: Iteration # 227 - FCN = 297199.4005526 Edm = 0.0064352 NCalls = 755 -VariableMetric: Iteration # 228 - FCN = 297199.3959994 Edm = 0.00198294 NCalls = 757 -VariableMetric: Iteration # 229 - FCN = 297199.3930389 Edm = 0.000588324 NCalls = 759 -VariableMetric: Iteration # 230 - FCN = 297199.3907886 Edm = 0.00127846 NCalls = 761 -VariableMetric: Iteration # 231 - FCN = 297199.357942 Edm = 0.028174 NCalls = 765 -VariableMetric: Iteration # 232 - FCN = 297199.2220461 Edm = 0.0266025 NCalls = 773 -VariableMetric: Iteration # 233 - FCN = 297199.1952161 Edm = 0.0279996 NCalls = 775 -VariableMetric: Iteration # 234 - FCN = 297199.1880306 Edm = 0.00870071 NCalls = 777 -VariableMetric: Iteration # 235 - FCN = 297199.1587203 Edm = 0.0100386 NCalls = 780 -VariableMetric: Iteration # 236 - FCN = 297199.1389947 Edm = 0.00325752 NCalls = 783 -VariableMetric: Iteration # 237 - FCN = 297199.1344297 Edm = 0.00331906 NCalls = 785 -VariableMetric: Iteration # 238 - FCN = 297199.1324183 Edm = 0.000864769 NCalls = 788 -VariableMetric: Iteration # 239 - FCN = 297199.1309988 Edm = 0.000300389 NCalls = 790 -VariableMetric: Iteration # 240 - FCN = 297199.1301756 Edm = 0.000342207 NCalls = 792 -VariableMetric: Iteration # 241 - FCN = 297199.1293877 Edm = 0.000675309 NCalls = 795 -VariableMetric: Iteration # 242 - FCN = 297199.1233922 Edm = 0.00959225 NCalls = 802 -VariableMetric: Iteration # 243 - FCN = 297199.1187626 Edm = 0.0247594 NCalls = 805 -VariableMetric: Iteration # 244 - FCN = 297199.1182332 Edm = 0.000608195 NCalls = 807 -VariableMetric: Iteration # 245 - FCN = 297199.1069606 Edm = 0.0089765 NCalls = 814 -VariableMetric: Iteration # 246 - FCN = 297199.1066961 Edm = 0.000324309 NCalls = 816 -VariableMetric: Iteration # 247 - FCN = 297199.1017546 Edm = 0.00812547 NCalls = 819 -VariableMetric: Iteration # 248 - FCN = 297199.0998689 Edm = 0.00211671 NCalls = 823 -VariableMetric: Iteration # 249 - FCN = 297198.8145324 Edm = 0.206202 NCalls = 834 -VariableMetric: Iteration # 250 - FCN = 297198.8108738 Edm = 0.0207147 NCalls = 837 -VariableMetric: Iteration # 251 - FCN = 297198.803016 Edm = 0.00598241 NCalls = 841 -VariableMetric: Iteration # 252 - FCN = 297198.4530224 Edm = 0.292906 NCalls = 850 -VariableMetric: Iteration # 253 - FCN = 297198.2101297 Edm = 1.18035 NCalls = 851 -VariableMetric: Iteration # 254 - FCN = 297197.9787806 Edm = 0.0546537 NCalls = 853 -VariableMetric: Iteration # 255 - FCN = 297197.8677893 Edm = 0.0374854 NCalls = 856 -VariableMetric: Iteration # 256 - FCN = 297197.7947549 Edm = 0.0239012 NCalls = 859 -VariableMetric: Iteration # 257 - FCN = 297197.7704709 Edm = 0.0241275 NCalls = 862 -VariableMetric: Iteration # 258 - FCN = 297197.746586 Edm = 0.00750559 NCalls = 865 -VariableMetric: Iteration # 259 - FCN = 297197.7296303 Edm = 0.012581 NCalls = 868 -VariableMetric: Iteration # 260 - FCN = 297197.7219762 Edm = 0.00438907 NCalls = 870 -VariableMetric: Iteration # 261 - FCN = 297197.7135227 Edm = 0.00197743 NCalls = 873 -VariableMetric: Iteration # 262 - FCN = 297197.7094181 Edm = 0.00117226 NCalls = 876 -VariableMetric: Iteration # 263 - FCN = 297197.7081944 Edm = 0.0010173 NCalls = 879 -VariableMetric: Iteration # 264 - FCN = 297197.7061924 Edm = 0.000860554 NCalls = 881 -VariableMetric: Iteration # 265 - FCN = 297197.7023681 Edm = 0.00281213 NCalls = 885 -VariableMetric: Iteration # 266 - FCN = 297197.6988569 Edm = 0.00322923 NCalls = 887 -VariableMetric: Iteration # 267 - FCN = 297197.6894061 Edm = 0.0107438 NCalls = 892 -VariableMetric: Iteration # 268 - FCN = 297197.6623077 Edm = 0.0397752 NCalls = 896 -VariableMetric: Iteration # 269 - FCN = 297197.629722 Edm = 0.0567974 NCalls = 906 -VariableMetric: Iteration # 270 - FCN = 297197.6281478 Edm = 0.0069599 NCalls = 909 -VariableMetric: Iteration # 271 - FCN = 297197.6224748 Edm = 0.00485375 NCalls = 912 -VariableMetric: Iteration # 272 - FCN = 297197.5850239 Edm = 0.0257498 NCalls = 918 -VariableMetric: Iteration # 273 - FCN = 297197.5271509 Edm = 0.0293395 NCalls = 921 -VariableMetric: Iteration # 274 - FCN = 297197.4506983 Edm = 0.236864 NCalls = 925 -VariableMetric: Iteration # 275 - FCN = 297197.3754604 Edm = 0.0307523 NCalls = 931 -VariableMetric: Iteration # 276 - FCN = 297197.3504134 Edm = 0.0560901 NCalls = 934 -VariableMetric: Iteration # 277 - FCN = 297197.2930968 Edm = 0.0217967 NCalls = 936 -VariableMetric: Iteration # 278 - FCN = 297197.2377683 Edm = 0.0442767 NCalls = 939 -VariableMetric: Iteration # 279 - FCN = 297197.1800845 Edm = 0.032214 NCalls = 942 -VariableMetric: Iteration # 280 - FCN = 297197.1354574 Edm = 0.0782641 NCalls = 945 -VariableMetric: Iteration # 281 - FCN = 297197.0901888 Edm = 0.0101136 NCalls = 950 -VariableMetric: Iteration # 282 - FCN = 297197.0752627 Edm = 0.0129064 NCalls = 953 -VariableMetric: Iteration # 283 - FCN = 297197.0669459 Edm = 0.00478036 NCalls = 955 -VariableMetric: Iteration # 284 - FCN = 297197.0591682 Edm = 0.00107981 NCalls = 957 -VariableMetric: Iteration # 285 - FCN = 297197.0578267 Edm = 0.000317833 NCalls = 959 -VariableMetric: Iteration # 286 - FCN = 297197.0573237 Edm = 0.0002265 NCalls = 962 -VariableMetric: Iteration # 287 - FCN = 297197.0563012 Edm = 0.000664329 NCalls = 965 -VariableMetric: Iteration # 288 - FCN = 297197.0459903 Edm = 0.0131021 NCalls = 969 -VariableMetric: Iteration # 289 - FCN = 297197.0320088 Edm = 0.0353847 NCalls = 974 -VariableMetric: Iteration # 290 - FCN = 297197.0195143 Edm = 0.0224506 NCalls = 979 -VariableMetric: Iteration # 291 - FCN = 297196.9488766 Edm = 0.0481369 NCalls = 985 -VariableMetric: Iteration # 292 - FCN = 297196.8848856 Edm = 0.0222306 NCalls = 988 -VariableMetric: Iteration # 293 - FCN = 297196.8713925 Edm = 0.00153073 NCalls = 990 -VariableMetric: Iteration # 294 - FCN = 297196.8687194 Edm = 0.000673388 NCalls = 992 -VariableMetric: Iteration # 295 - FCN = 297196.8664249 Edm = 0.00089658 NCalls = 995 -VariableMetric: Iteration # 296 - FCN = 297196.8644038 Edm = 0.000494968 NCalls = 998 -VariableMetric: Iteration # 297 - FCN = 297196.8638068 Edm = 0.000128481 NCalls = 1000 -VariableMetric: Iteration # 298 - FCN = 297196.8635919 Edm = 5.94296e-05 NCalls = 1002 -VariableMetric: After Hessian - FCN = 297196.8635919 Edm = 1.16362 NCalls = 1477 -VariableMetric: Iteration # 299 - FCN = 297196.8635919 Edm = 1.16362 NCalls = 1477 -VariableMetric: Iteration # 300 - FCN = 297196.7530178 Edm = 1.06124 NCalls = 1479 -VariableMetric: Iteration # 301 - FCN = 297195.1130965 Edm = 1.34562 NCalls = 1481 -VariableMetric: Iteration # 302 - FCN = 297194.9069646 Edm = 0.127586 NCalls = 1483 -VariableMetric: Iteration # 303 - FCN = 297194.7344311 Edm = 0.0419476 NCalls = 1486 -VariableMetric: Iteration # 304 - FCN = 297194.6421761 Edm = 0.0244894 NCalls = 1488 -VariableMetric: Iteration # 305 - FCN = 297194.5578583 Edm = 0.0362292 NCalls = 1492 -VariableMetric: Iteration # 306 - FCN = 297194.455736 Edm = 0.0320823 NCalls = 1496 -VariableMetric: Iteration # 307 - FCN = 297194.4377829 Edm = 0.0297872 NCalls = 1498 -VariableMetric: Iteration # 308 - FCN = 297194.4174476 Edm = 0.0054828 NCalls = 1500 -VariableMetric: Iteration # 309 - FCN = 297194.4074173 Edm = 0.00518612 NCalls = 1502 -VariableMetric: Iteration # 310 - FCN = 297194.3925313 Edm = 0.00638009 NCalls = 1505 -VariableMetric: Iteration # 311 - FCN = 297194.376007 Edm = 0.00591144 NCalls = 1508 -VariableMetric: Iteration # 312 - FCN = 297194.3661695 Edm = 0.00468413 NCalls = 1510 -VariableMetric: Iteration # 313 - FCN = 297194.3579205 Edm = 0.0102732 NCalls = 1513 -VariableMetric: Iteration # 314 - FCN = 297194.3491789 Edm = 0.00746294 NCalls = 1515 -VariableMetric: Iteration # 315 - FCN = 297194.3392429 Edm = 0.00565808 NCalls = 1518 -VariableMetric: Iteration # 316 - FCN = 297194.3286352 Edm = 0.0046141 NCalls = 1520 -VariableMetric: Iteration # 317 - FCN = 297194.3246812 Edm = 0.00474176 NCalls = 1522 -VariableMetric: Iteration # 318 - FCN = 297194.318787 Edm = 0.00201269 NCalls = 1525 -VariableMetric: Iteration # 319 - FCN = 297194.3151363 Edm = 0.000720982 NCalls = 1527 -VariableMetric: Iteration # 320 - FCN = 297194.3134435 Edm = 0.000533777 NCalls = 1529 -VariableMetric: Iteration # 321 - FCN = 297194.3127341 Edm = 0.000443395 NCalls = 1532 -VariableMetric: Iteration # 322 - FCN = 297194.3124181 Edm = 8.59076e-05 NCalls = 1534 -VariableMetric: Iteration # 323 - FCN = 297194.3122527 Edm = 4.76926e-05 NCalls = 1536 -VariableMetric: After Hessian - FCN = 297194.3122527 Edm = 0.000789284 NCalls = 2017 -VariableMetric: Iteration # 324 - FCN = 297194.3122527 Edm = 0.000789284 NCalls = 2017 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308017.2422281 Edm = 11.393 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308017.2422281 Edm = 11.393 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299743.4591217 Edm = 4.29712 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299736.5339502 Edm = 210.57 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299716.4209152 Edm = 9.89348 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298919.0358868 Edm = 36.8532 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298270.1082084 Edm = 621.555 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298145.5793149 Edm = 411.193 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297668.7953824 Edm = 21.5162 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297656.6558727 Edm = 8.31139 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297592.6831235 Edm = 22.0154 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 297581.87256 Edm = 0.252459 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297581.5230622 Edm = 0.111182 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297581.0152186 Edm = 0.346384 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297548.41665 Edm = 7.91754 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297529.6661935 Edm = 3.91946 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297526.323802 Edm = 1.46872 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297524.8324532 Edm = 0.379772 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297524.2528275 Edm = 0.129686 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297524.1081527 Edm = 0.0601811 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297523.7555212 Edm = 0.230532 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297520.9859226 Edm = 3.06761 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297509.2106348 Edm = 11.868 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297454.4605707 Edm = 14.5772 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297429.3461769 Edm = 8.73385 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297422.0312698 Edm = 4.84637 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297417.3439822 Edm = 0.910333 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297416.5379254 Edm = 0.454217 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297415.8435987 Edm = 0.116056 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297415.5864616 Edm = 0.0470396 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297415.5223028 Edm = 0.0489408 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297415.4700504 Edm = 0.0224957 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297415.2068055 Edm = 0.132448 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297414.3869547 Edm = 1.4251 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297412.2629092 Edm = 1.25269 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297412.1439571 Edm = 0.27103 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297409.7387005 Edm = 2.02837 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297394.8544658 Edm = 5.27961 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297386.5997251 Edm = 2.46085 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297384.1763841 Edm = 0.74877 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297383.5893372 Edm = 0.153827 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297383.2792743 Edm = 0.0515956 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297383.2065557 Edm = 0.0132373 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297383.1864444 Edm = 0.0111828 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297383.090045 Edm = 0.0412398 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297382.9586902 Edm = 0.0701474 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297382.0994287 Edm = 1.32728 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297375.7790316 Edm = 2.50302 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297364.0135357 Edm = 1.29786 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297363.189271 Edm = 1.03754 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297362.6148546 Edm = 0.234784 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297362.305169 Edm = 0.146684 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297362.0469101 Edm = 0.0440261 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297361.9922385 Edm = 0.0203986 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297361.8843458 Edm = 0.0794241 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297360.3492662 Edm = 1.24549 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297347.8616407 Edm = 8.92749 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297341.6376786 Edm = 3.58432 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297331.2439442 Edm = 1.09074 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297329.0877925 Edm = 2.32135 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297327.7081087 Edm = 0.217158 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297327.4300954 Edm = 0.00373496 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297327.4230367 Edm = 0.00213747 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297327.41568 Edm = 0.00248056 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297327.3996752 Edm = 0.00723356 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297327.3372073 Edm = 0.0344214 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297327.2327382 Edm = 0.0641546 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297327.0609376 Edm = 0.212812 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297326.8204578 Edm = 0.608875 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297325.7352746 Edm = 1.96988 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297324.4702895 Edm = 1.47566 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297323.2010269 Edm = 0.887417 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297319.725042 Edm = 2.74834 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297311.2352162 Edm = 3.45204 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297305.2386976 Edm = 1.63414 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297304.2881313 Edm = 0.592487 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297303.9187985 Edm = 0.205904 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297303.4557613 Edm = 0.251534 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297301.5967371 Edm = 0.925794 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297300.1318214 Edm = 0.246673 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297299.7033248 Edm = 0.291798 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297299.3892491 Edm = 0.0991663 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297299.3248491 Edm = 0.0286099 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297299.2876462 Edm = 0.00950736 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297299.2715659 Edm = 0.0034481 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297299.2299323 Edm = 0.0416826 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297299.1394153 Edm = 0.0818893 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297295.4341585 Edm = 3.12158 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297290.9776488 Edm = 4.20585 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297287.3768514 Edm = 1.06698 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297285.6092704 Edm = 2.06492 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297283.737075 Edm = 0.944572 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297282.8819042 Edm = 0.403167 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297282.6213427 Edm = 0.0641293 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297282.5644534 Edm = 0.00738099 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297282.5584758 Edm = 0.00144508 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297282.556348 Edm = 0.00066489 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297282.5527738 Edm = 0.00338455 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297282.4167005 Edm = 0.150369 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297282.3788896 Edm = 0.0372238 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297282.1046142 Edm = 0.25946 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297276.9758341 Edm = 1.40244 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 297275.0405178 Edm = 0.213879 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297274.7457562 Edm = 0.0364901 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297274.7067394 Edm = 0.00512604 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297274.7036788 Edm = 0.000675475 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297274.7025062 Edm = 0.000658699 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297274.6959926 Edm = 0.00714463 NCalls = 338 -VariableMetric: Iteration # 107 - FCN = 297274.6051306 Edm = 0.0711253 NCalls = 344 -VariableMetric: Iteration # 108 - FCN = 297273.0449888 Edm = 0.985913 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297269.4493648 Edm = 1.08081 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297268.3525942 Edm = 0.216994 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297268.0183574 Edm = 0.0547376 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297267.9404673 Edm = 0.00756597 NCalls = 357 -VariableMetric: Iteration # 113 - FCN = 297267.932024 Edm = 0.0010005 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297267.9303798 Edm = 0.00103746 NCalls = 361 -VariableMetric: Iteration # 115 - FCN = 297267.9277163 Edm = 0.0030342 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297267.9154558 Edm = 0.0113911 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297267.8142501 Edm = 0.0739157 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297265.7097232 Edm = 1.36975 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297261.9727532 Edm = 2.88165 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297260.0335042 Edm = 2.01529 NCalls = 381 -VariableMetric: Iteration # 121 - FCN = 297258.703082 Edm = 0.86404 NCalls = 384 -VariableMetric: Iteration # 122 - FCN = 297257.9135418 Edm = 0.108594 NCalls = 386 -VariableMetric: Iteration # 123 - FCN = 297257.8108214 Edm = 0.0459711 NCalls = 387 -VariableMetric: Iteration # 124 - FCN = 297257.7742169 Edm = 0.0180353 NCalls = 389 -VariableMetric: Iteration # 125 - FCN = 297257.7570697 Edm = 0.0086781 NCalls = 391 -VariableMetric: Iteration # 126 - FCN = 297257.7518974 Edm = 0.00148503 NCalls = 392 -VariableMetric: Iteration # 127 - FCN = 297257.7503551 Edm = 0.000126975 NCalls = 394 -VariableMetric: Iteration # 128 - FCN = 297257.750084 Edm = 0.000184983 NCalls = 396 -VariableMetric: Iteration # 129 - FCN = 297257.7443549 Edm = 0.00509956 NCalls = 401 -VariableMetric: Iteration # 130 - FCN = 297257.5959457 Edm = 0.0916078 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297256.6537557 Edm = 0.492172 NCalls = 409 -VariableMetric: Iteration # 132 - FCN = 297255.2007288 Edm = 0.163024 NCalls = 412 -VariableMetric: Iteration # 133 - FCN = 297255.0765845 Edm = 0.0115403 NCalls = 414 -VariableMetric: Iteration # 134 - FCN = 297255.0668245 Edm = 0.000693911 NCalls = 416 -VariableMetric: Iteration # 135 - FCN = 297255.0660196 Edm = 0.000108257 NCalls = 418 -VariableMetric: Iteration # 136 - FCN = 297255.0655476 Edm = 0.000344391 NCalls = 420 -VariableMetric: Iteration # 137 - FCN = 297255.0567057 Edm = 0.00979158 NCalls = 424 -VariableMetric: Iteration # 138 - FCN = 297254.7058995 Edm = 0.223262 NCalls = 431 -VariableMetric: Iteration # 139 - FCN = 297253.9259934 Edm = 0.0327608 NCalls = 433 -VariableMetric: Iteration # 140 - FCN = 297253.8890472 Edm = 0.00148814 NCalls = 435 -VariableMetric: Iteration # 141 - FCN = 297253.8875634 Edm = 9.53176e-05 NCalls = 436 -VariableMetric: Iteration # 142 - FCN = 297253.8874567 Edm = 1.53148e-05 NCalls = 438 -VariableMetric: After Hessian - FCN = 297253.8874567 Edm = 1.24323 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297253.8874567 Edm = 1.24323 NCalls = 915 -VariableMetric: Iteration # 144 - FCN = 297252.6494479 Edm = 5.17513 NCalls = 917 -VariableMetric: Iteration # 145 - FCN = 297252.4059788 Edm = 1.65327 NCalls = 919 -VariableMetric: Iteration # 146 - FCN = 297250.8775098 Edm = 0.456029 NCalls = 922 -VariableMetric: Iteration # 147 - FCN = 297249.8953779 Edm = 0.379153 NCalls = 924 -VariableMetric: Iteration # 148 - FCN = 297249.4143009 Edm = 0.123117 NCalls = 926 -VariableMetric: Iteration # 149 - FCN = 297249.2927504 Edm = 0.0342352 NCalls = 927 -VariableMetric: Iteration # 150 - FCN = 297249.2369235 Edm = 0.0132388 NCalls = 929 -VariableMetric: Iteration # 151 - FCN = 297249.2160626 Edm = 0.00256379 NCalls = 931 -VariableMetric: Iteration # 152 - FCN = 297249.2132565 Edm = 0.000134255 NCalls = 933 -VariableMetric: Iteration # 153 - FCN = 297249.213065 Edm = 1.72564e-05 NCalls = 935 -VariableMetric: After Hessian - FCN = 297249.213065 Edm = 2.67196e-05 NCalls = 1418 -VariableMetric: Iteration # 154 - FCN = 297249.213065 Edm = 2.67196e-05 NCalls = 1418 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303614.1203115 Edm = 1892.71 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303614.1203115 Edm = 1892.71 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299241.2510342 Edm = 2.15044 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299208.7427967 Edm = 5.11013 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297859.1046792 Edm = 30.9593 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297674.2939299 Edm = 74.4343 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297643.4323024 Edm = 5.41218 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297638.3277899 Edm = 0.0955068 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297637.9976849 Edm = 0.269545 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297586.8418725 Edm = 26.4799 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297505.0559445 Edm = 7.35237 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297495.982752 Edm = 0.574185 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297495.2356986 Edm = 0.0397732 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297494.5789723 Edm = 0.692684 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297471.3267958 Edm = 9.73428 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297451.3375688 Edm = 0.634058 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297450.7719402 Edm = 0.0291023 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297450.5383784 Edm = 0.238311 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297407.1268288 Edm = 3.66983 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297337.8862322 Edm = 34.0922 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297305.3372846 Edm = 19.1561 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297290.7851872 Edm = 4.20868 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297281.8538999 Edm = 4.36987 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297269.5165026 Edm = 9.9219 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297260.4986497 Edm = 2.83395 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297256.9685233 Edm = 3.21144 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297254.6685097 Edm = 1.59299 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297252.9145127 Edm = 0.275412 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297252.616875 Edm = 0.029233 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297252.5808945 Edm = 0.0357711 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297251.7475679 Edm = 0.810298 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297250.8656482 Edm = 0.673543 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297243.4903453 Edm = 1.88466 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297241.5807194 Edm = 0.142886 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297241.3900916 Edm = 0.0192438 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297241.3075544 Edm = 0.0461604 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297241.0820433 Edm = 0.122777 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297240.7871404 Edm = 0.220414 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297240.6680123 Edm = 0.140974 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297240.5022845 Edm = 0.1753 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297240.1528492 Edm = 0.169706 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297239.7044486 Edm = 0.759212 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297238.6216108 Edm = 0.815347 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297238.0956557 Edm = 1.68598 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297236.3920099 Edm = 0.46044 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297235.7029296 Edm = 1.6129 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297233.2922247 Edm = 2.83983 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297232.7437243 Edm = 1.49926 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297230.7261794 Edm = 0.990251 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297229.7891464 Edm = 0.45961 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297228.543526 Edm = 0.92207 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297226.626191 Edm = 1.44456 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297225.9048009 Edm = 0.671055 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297225.4132111 Edm = 0.264977 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297224.8374078 Edm = 0.393448 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297224.416125 Edm = 0.232591 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297223.7642547 Edm = 0.118029 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297223.5514431 Edm = 0.0528452 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297223.5208366 Edm = 0.00571813 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297223.5118566 Edm = 0.0014084 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297223.5060772 Edm = 0.00358273 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297223.4606508 Edm = 0.0573425 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297223.0246628 Edm = 0.310554 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297216.8620733 Edm = 2.69123 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297215.2806636 Edm = 3.65848 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297210.9481043 Edm = 2.90242 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297209.0674081 Edm = 1.70554 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297204.3168232 Edm = 2.06931 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297201.0456485 Edm = 5.9433 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297198.8128982 Edm = 2.4673 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297196.9397808 Edm = 0.537097 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297196.5176704 Edm = 0.154786 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297196.4342964 Edm = 0.00243084 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297196.4328042 Edm = 0.000424024 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297196.4316708 Edm = 0.000774008 NCalls = 237 -VariableMetric: Iteration # 74 - FCN = 297196.4089238 Edm = 0.0203874 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297194.4876123 Edm = 0.803343 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297193.3714847 Edm = 0.0945973 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297193.3007519 Edm = 0.00301418 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297193.2976498 Edm = 0.000251081 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297193.2972999 Edm = 0.000133474 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297193.2913014 Edm = 0.00613501 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297193.1351355 Edm = 0.00881273 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297191.5228464 Edm = 0.51908 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297189.4239831 Edm = 0.226322 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297189.1990284 Edm = 0.00622033 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297189.1931633 Edm = 0.000301432 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297189.1927925 Edm = 9.64496e-05 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297189.1914234 Edm = 0.00137596 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297189.089481 Edm = 0.0335804 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297188.5212194 Edm = 0.216127 NCalls = 291 -VariableMetric: Iteration # 90 - FCN = 297187.9169434 Edm = 0.0302603 NCalls = 293 -VariableMetric: Iteration # 91 - FCN = 297187.8842906 Edm = 0.000202219 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297187.8840692 Edm = 2.87973e-05 NCalls = 297 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323114.0034278 Edm = 33.5539 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323114.0034278 Edm = 33.5539 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306069.6909536 Edm = 262.133 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 305790.4502758 Edm = 1792.03 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297777.1149811 Edm = 139.668 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 297611.598984 Edm = 28.4017 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297477.7567741 Edm = 7.84666 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297471.7795969 Edm = 0.287696 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297466.279155 Edm = 2.48413 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297342.8602538 Edm = 30.561 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297303.445623 Edm = 0.78575 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297302.7169767 Edm = 0.0725614 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297302.4840891 Edm = 0.187438 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297247.3041927 Edm = 27.1938 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297157.7031952 Edm = 14.6019 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297145.0001923 Edm = 0.137167 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297144.8517299 Edm = 0.00609221 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297144.7355086 Edm = 0.122697 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297136.7992772 Edm = 3.03656 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297107.8909194 Edm = 13.8768 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297083.9818179 Edm = 0.831216 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297083.1774998 Edm = 0.00483448 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297083.1693906 Edm = 0.00307585 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297083.1247639 Edm = 0.0383882 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297082.7739494 Edm = 0.377145 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297074.8112197 Edm = 6.42583 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297043.8819145 Edm = 7.23032 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297036.0211001 Edm = 3.27298 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297032.1234572 Edm = 0.554783 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297031.5934641 Edm = 0.049978 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297031.5534725 Edm = 0.00153251 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297031.5493454 Edm = 0.00288744 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297031.35489 Edm = 0.216148 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297031.2476447 Edm = 0.104275 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297023.6550145 Edm = 0.728031 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297023.0356389 Edm = 0.104043 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297022.9298257 Edm = 0.00183213 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297022.9277391 Edm = 0.000387577 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297022.9192368 Edm = 0.00905176 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297022.4118499 Edm = 0.10419 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297019.4682868 Edm = 1.48911 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297014.7513385 Edm = 0.860991 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297014.3747305 Edm = 0.120387 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297014.2216639 Edm = 0.0223508 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297014.1941533 Edm = 0.000619054 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297014.1933085 Edm = 0.00028385 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297014.1888885 Edm = 0.00472305 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297013.9030934 Edm = 0.0984203 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297013.7885228 Edm = 0.00246724 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297013.784465 Edm = 0.000227369 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297013.782804 Edm = 0.00149792 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297013.4668242 Edm = 0.0905148 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297007.9236209 Edm = 4.71338 NCalls = 183 -VariableMetric: Iteration # 52 - FCN = 297006.0352447 Edm = 4.42924 NCalls = 185 -VariableMetric: Iteration # 53 - FCN = 297002.166973 Edm = 0.668379 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297001.4811917 Edm = 0.285971 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297001.2841641 Edm = 0.0550626 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297001.2348425 Edm = 0.00749059 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297001.2273503 Edm = 0.000728405 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297001.2248625 Edm = 0.00161174 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297001.1893298 Edm = 0.0281922 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297001.029771 Edm = 0.0471006 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297000.9871309 Edm = 0.019764 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297000.960221 Edm = 0.00678137 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297000.9479796 Edm = 0.0023168 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297000.9429234 Edm = 0.0033972 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297000.932452 Edm = 0.00847953 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297000.8490137 Edm = 0.0655666 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297000.8240729 Edm = 0.0482844 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297000.6060125 Edm = 0.241761 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297000.1033371 Edm = 0.418782 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 296996.0649305 Edm = 1.0473 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 296995.2600468 Edm = 0.917533 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 296994.6224874 Edm = 0.497152 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 296993.4398353 Edm = 0.180805 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 296993.3091472 Edm = 0.277722 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 296993.1466098 Edm = 0.0262014 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 296993.0936589 Edm = 0.0207761 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 296993.0284369 Edm = 0.00963158 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 296993.017236 Edm = 0.00102036 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 296993.0164357 Edm = 0.000200535 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 296993.0161336 Edm = 0.000131009 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 296993.014889 Edm = 0.00105591 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 296992.772758 Edm = 0.203051 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 296991.5787405 Edm = 0.751294 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 296991.4401956 Edm = 0.118338 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 296991.3520775 Edm = 0.0172 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 296991.32312 Edm = 0.00199377 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 296991.3207509 Edm = 0.000256493 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 296991.3203781 Edm = 3.38727e-05 NCalls = 285 -VariableMetric: After Hessian - FCN = 296991.3203781 Edm = 1.89205 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 296991.3203781 Edm = 1.89205 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 296989.6279782 Edm = 1.25997 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 296989.1630779 Edm = 1.34937 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 296988.7708797 Edm = 0.285878 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 296988.6245172 Edm = 0.2068 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 296988.3060425 Edm = 0.510323 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 296988.2067657 Edm = 0.206078 NCalls = 779 -VariableMetric: Iteration # 96 - FCN = 296988.0422642 Edm = 0.0590628 NCalls = 781 -VariableMetric: Iteration # 97 - FCN = 296988.0051297 Edm = 0.0525779 NCalls = 783 -VariableMetric: Iteration # 98 - FCN = 296987.9856517 Edm = 0.0128004 NCalls = 785 -VariableMetric: Iteration # 99 - FCN = 296987.9717692 Edm = 0.00591585 NCalls = 787 -VariableMetric: Iteration # 100 - FCN = 296987.964081 Edm = 0.00269654 NCalls = 789 -VariableMetric: Iteration # 101 - FCN = 296987.9608523 Edm = 0.00117113 NCalls = 791 -VariableMetric: Iteration # 102 - FCN = 296987.9591764 Edm = 0.000698251 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 296987.9580645 Edm = 0.000477641 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 296987.9563988 Edm = 0.000802752 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 296987.9548768 Edm = 0.000648544 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 296987.9533179 Edm = 0.000912221 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 296987.9508978 Edm = 0.000948724 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 296987.949174 Edm = 0.000520831 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 296987.9483531 Edm = 0.000145738 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 296987.9481515 Edm = 2.63958e-05 NCalls = 812 -VariableMetric: After Hessian - FCN = 296987.9481515 Edm = 4.07632e-05 NCalls = 1297 -VariableMetric: Iteration # 111 - FCN = 296987.9481515 Edm = 4.07632e-05 NCalls = 1297 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 339380.9172358 Edm = 6765.23 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 339380.9172358 Edm = 6765.23 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316411.1208033 Edm = 20.7113 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 300543.2412863 Edm = 45.8439 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 300188.894069 Edm = 48.3728 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299347.2655991 Edm = 612.42 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298883.776827 Edm = 334.164 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298418.2891109 Edm = 9.23692 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298412.6019615 Edm = 0.264489 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298334.5159168 Edm = 39.5402 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298246.688553 Edm = 0.531805 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298245.534423 Edm = 0.240189 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298237.6646792 Edm = 7.43726 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297960.2556538 Edm = 77.0451 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297841.5790013 Edm = 14.0673 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297833.640638 Edm = 0.230442 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297833.3800028 Edm = 0.0176271 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297832.6157712 Edm = 0.634873 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297725.3611356 Edm = 53.5174 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297631.0468372 Edm = 20.7175 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297611.6229204 Edm = 9.3792 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297592.2469516 Edm = 4.11409 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297588.7191503 Edm = 2.10328 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297586.8002136 Edm = 0.291252 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297586.4632156 Edm = 0.0323518 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297586.3834055 Edm = 0.0649706 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297583.6126466 Edm = 2.6182 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297517.1529484 Edm = 36.5102 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297514.5361784 Edm = 4.71018 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297502.0209753 Edm = 14.8341 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297472.8152119 Edm = 10.9198 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297453.5014647 Edm = 1.35705 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297453.0725344 Edm = 0.192405 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297452.8140864 Edm = 0.1881 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297451.4018112 Edm = 1.37808 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297410.1470712 Edm = 27.5146 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297367.870786 Edm = 12.1003 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297356.3868461 Edm = 3.83985 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297352.7458804 Edm = 3.08655 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297347.7211939 Edm = 0.186837 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297347.5044053 Edm = 0.0302679 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297347.4400353 Edm = 0.022469 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297347.3737503 Edm = 0.0224502 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297347.2192597 Edm = 0.116252 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297330.070268 Edm = 7.66234 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297316.8200762 Edm = 0.376019 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297316.4073064 Edm = 0.0154797 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297316.3816163 Edm = 0.00404692 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297316.3661121 Edm = 0.00835196 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297316.0967137 Edm = 0.272351 NCalls = 149 -VariableMetric: Iteration # 49 - FCN = 297306.7575966 Edm = 5.12487 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297294.8026585 Edm = 8.69129 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297286.5761447 Edm = 1.22484 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297283.9666341 Edm = 2.37602 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297282.250881 Edm = 0.730419 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297281.4251949 Edm = 0.163313 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297281.2586441 Edm = 0.0108918 NCalls = 171 -VariableMetric: Iteration # 56 - FCN = 297281.2475213 Edm = 0.00205969 NCalls = 173 -VariableMetric: Iteration # 57 - FCN = 297281.2404385 Edm = 0.00604218 NCalls = 175 -VariableMetric: Iteration # 58 - FCN = 297281.1508192 Edm = 0.0732356 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297278.609514 Edm = 2.4107 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297267.7628665 Edm = 4.77713 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297264.7389515 Edm = 0.765387 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297263.4639614 Edm = 0.1815 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297263.2838907 Edm = 0.0362678 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297263.2513921 Edm = 0.00733433 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297263.2377522 Edm = 0.00459732 NCalls = 196 -VariableMetric: Iteration # 66 - FCN = 297263.2305229 Edm = 0.00198871 NCalls = 198 -VariableMetric: Iteration # 67 - FCN = 297263.2280142 Edm = 0.000641141 NCalls = 200 -VariableMetric: Iteration # 68 - FCN = 297263.2262645 Edm = 0.00115645 NCalls = 202 -VariableMetric: Iteration # 69 - FCN = 297263.1163285 Edm = 0.100819 NCalls = 207 -VariableMetric: Iteration # 70 - FCN = 297259.5581814 Edm = 1.30008 NCalls = 211 -VariableMetric: Iteration # 71 - FCN = 297257.7749495 Edm = 0.137224 NCalls = 213 -VariableMetric: Iteration # 72 - FCN = 297257.5928504 Edm = 0.0148947 NCalls = 215 -VariableMetric: Iteration # 73 - FCN = 297257.5759182 Edm = 0.00110294 NCalls = 217 -VariableMetric: Iteration # 74 - FCN = 297257.5746036 Edm = 0.000236222 NCalls = 219 -VariableMetric: Iteration # 75 - FCN = 297257.5739228 Edm = 0.000238073 NCalls = 221 -VariableMetric: Iteration # 76 - FCN = 297257.5726761 Edm = 0.000759337 NCalls = 223 -VariableMetric: Iteration # 77 - FCN = 297257.5530044 Edm = 0.0153511 NCalls = 227 -VariableMetric: Iteration # 78 - FCN = 297256.9967887 Edm = 0.406483 NCalls = 231 -VariableMetric: Iteration # 79 - FCN = 297254.1941468 Edm = 0.978049 NCalls = 235 -VariableMetric: Iteration # 80 - FCN = 297253.5773552 Edm = 0.150686 NCalls = 238 -VariableMetric: Iteration # 81 - FCN = 297253.4481881 Edm = 0.0269019 NCalls = 239 -VariableMetric: Iteration # 82 - FCN = 297253.4313572 Edm = 0.00132923 NCalls = 241 -VariableMetric: Iteration # 83 - FCN = 297253.4300942 Edm = 0.000212947 NCalls = 242 -VariableMetric: Iteration # 84 - FCN = 297253.4297965 Edm = 8.47451e-05 NCalls = 244 -VariableMetric: Iteration # 85 - FCN = 297253.4294889 Edm = 0.000245223 NCalls = 246 -VariableMetric: Iteration # 86 - FCN = 297253.4219442 Edm = 0.00680538 NCalls = 251 -VariableMetric: Iteration # 87 - FCN = 297253.1107027 Edm = 0.187544 NCalls = 255 -VariableMetric: Iteration # 88 - FCN = 297252.2182249 Edm = 0.0498708 NCalls = 257 -VariableMetric: Iteration # 89 - FCN = 297252.1634626 Edm = 0.0104314 NCalls = 259 -VariableMetric: Iteration # 90 - FCN = 297252.1513237 Edm = 0.00286495 NCalls = 261 -VariableMetric: Iteration # 91 - FCN = 297252.1491396 Edm = 0.000254282 NCalls = 263 -VariableMetric: Iteration # 92 - FCN = 297252.1488659 Edm = 1.77168e-05 NCalls = 265 -VariableMetric: After Hessian - FCN = 297252.1488659 Edm = 76.3265 NCalls = 746 -VariableMetric: Iteration # 93 - FCN = 297252.1488659 Edm = 76.3265 NCalls = 746 -VariableMetric: Iteration # 94 - FCN = 297250.8354682 Edm = 25.3089 NCalls = 750 -VariableMetric: Iteration # 95 - FCN = 297249.5356068 Edm = 0.165807 NCalls = 752 -VariableMetric: Iteration # 96 - FCN = 297249.3304364 Edm = 0.128491 NCalls = 754 -VariableMetric: Iteration # 97 - FCN = 297249.2586196 Edm = 0.0377429 NCalls = 755 -VariableMetric: Iteration # 98 - FCN = 297249.1942133 Edm = 0.0218287 NCalls = 757 -VariableMetric: Iteration # 99 - FCN = 297249.1573035 Edm = 0.0164656 NCalls = 759 -VariableMetric: Iteration # 100 - FCN = 297249.135471 Edm = 0.00998315 NCalls = 761 -VariableMetric: Iteration # 101 - FCN = 297249.1241048 Edm = 0.00142886 NCalls = 763 -VariableMetric: Iteration # 102 - FCN = 297249.1215925 Edm = 0.000770453 NCalls = 765 -VariableMetric: Iteration # 103 - FCN = 297249.1207881 Edm = 0.000172601 NCalls = 766 -VariableMetric: Iteration # 104 - FCN = 297249.120459 Edm = 7.83819e-05 NCalls = 768 -VariableMetric: Iteration # 105 - FCN = 297249.1202274 Edm = 4.63072e-05 NCalls = 770 -VariableMetric: After Hessian - FCN = 297249.1202274 Edm = 7.89582e-05 NCalls = 1263 -VariableMetric: Iteration # 106 - FCN = 297249.1202274 Edm = 7.89582e-05 NCalls = 1263 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 339296.5836961 Edm = 116.797 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 339296.5836961 Edm = 116.797 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303067.1990507 Edm = 5.61826 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302990.1432726 Edm = 484.894 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 302915.4597854 Edm = 4.56012 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299957.6666222 Edm = 742.554 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 299666.7742526 Edm = 993.953 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298852.3581111 Edm = 351.722 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298073.153987 Edm = 466.223 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298038.6010438 Edm = 1.89707 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298037.572841 Edm = 0.204287 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 298035.4796174 Edm = 1.48367 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297905.0853704 Edm = 15.5667 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297881.2174506 Edm = 1.85436 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297879.5781923 Edm = 0.434881 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297878.8096964 Edm = 0.25746 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297845.8274259 Edm = 16.4095 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297792.9182735 Edm = 1.20282 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297791.7030002 Edm = 0.0711589 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297791.1776484 Edm = 0.56305 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297743.1699126 Edm = 40.4509 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297548.0229199 Edm = 11.6541 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297532.7962146 Edm = 1.55457 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297531.1052279 Edm = 0.355971 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297530.7870745 Edm = 0.0198768 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297530.5778016 Edm = 0.159786 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297518.1212684 Edm = 6.12305 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297502.1206351 Edm = 1.09106 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297501.2834472 Edm = 0.0472736 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297501.2271895 Edm = 0.010045 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297501.1047198 Edm = 0.081205 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297499.30749 Edm = 1.54194 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297396.6532435 Edm = 16.8356 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297370.6012374 Edm = 1.81391 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297368.2233186 Edm = 0.212807 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297368.0456347 Edm = 0.0197014 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297368.0177889 Edm = 0.00196083 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297368.0136108 Edm = 0.00153843 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297367.9919286 Edm = 0.0197477 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297367.0789194 Edm = 0.946141 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297364.4539506 Edm = 2.84428 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297364.1086645 Edm = 0.331299 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297358.0368073 Edm = 7.86025 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297357.7610716 Edm = 0.0366282 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297357.6029846 Edm = 0.123026 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297353.2191663 Edm = 1.43824 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297351.4897875 Edm = 0.29671 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297351.2638649 Edm = 0.0295334 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297351.2372726 Edm = 0.00439283 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297351.2220558 Edm = 0.00407763 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297351.21514 Edm = 0.000641961 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297351.2123159 Edm = 0.0023645 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297350.6829254 Edm = 0.449719 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297335.5403811 Edm = 8.80144 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297327.6383556 Edm = 3.4952 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297324.9649069 Edm = 0.334383 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297324.4720046 Edm = 0.235828 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297324.2434856 Edm = 0.137447 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297324.0775466 Edm = 0.0109566 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297324.0611865 Edm = 0.00220053 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297324.054934 Edm = 0.003527 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297323.9847513 Edm = 0.0704743 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297322.9058036 Edm = 1.29777 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297322.8962786 Edm = 0.00606093 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297322.8716096 Edm = 0.0220545 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297322.1576753 Edm = 0.602738 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297315.4979606 Edm = 4.14742 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297308.1435995 Edm = 14.979 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297289.2863875 Edm = 5.28239 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297285.6514073 Edm = 1.41951 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297283.8185442 Edm = 0.845758 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297282.7422779 Edm = 0.55175 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297282.343558 Edm = 0.144552 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297282.1539163 Edm = 0.0551454 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297282.067766 Edm = 0.0223632 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297282.0239268 Edm = 0.00805352 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297282.0147168 Edm = 0.00472817 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297282.0096391 Edm = 0.0017619 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297281.9811145 Edm = 0.0185687 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297281.8458814 Edm = 0.0860825 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297281.394005 Edm = 0.279381 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297280.2016236 Edm = 1.52039 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297277.0931668 Edm = 5.07542 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297274.5501962 Edm = 4.51572 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297272.7218502 Edm = 2.8976 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297271.0699718 Edm = 3.89696 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297263.8527627 Edm = 7.27491 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297260.3033041 Edm = 2.90398 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297256.4623391 Edm = 5.36763 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297253.5744636 Edm = 0.700287 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297253.0177903 Edm = 0.228357 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297252.7272087 Edm = 0.115116 NCalls = 287 -VariableMetric: Iteration # 91 - FCN = 297252.6072109 Edm = 0.0364752 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297252.5745509 Edm = 0.0148609 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297252.5610991 Edm = 0.00219953 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297252.5572955 Edm = 0.000184699 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297252.5569223 Edm = 0.000163971 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297252.5521873 Edm = 0.00450892 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297252.3896216 Edm = 0.134502 NCalls = 304 -VariableMetric: Iteration # 98 - FCN = 297250.140803 Edm = 0.6643 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297249.0636865 Edm = 0.0154154 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297249.0490257 Edm = 0.000404726 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297249.04844 Edm = 0.000153554 NCalls = 313 -VariableMetric: Iteration # 102 - FCN = 297249.0458407 Edm = 0.00247174 NCalls = 317 -VariableMetric: Iteration # 103 - FCN = 297248.9326934 Edm = 0.119258 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297248.9191468 Edm = 0.013469 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297248.6647531 Edm = 0.0375792 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297248.3261893 Edm = 0.00126737 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297248.3249106 Edm = 0.000166939 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297248.3214068 Edm = 0.00354355 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297248.127864 Edm = 0.085013 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297246.4079857 Edm = 1.30152 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297242.9216531 Edm = 2.80037 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297239.6837388 Edm = 1.48021 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297238.1610159 Edm = 0.324437 NCalls = 363 -VariableMetric: Iteration # 114 - FCN = 297237.9454128 Edm = 0.0983109 NCalls = 365 -VariableMetric: Iteration # 115 - FCN = 297237.8764763 Edm = 0.00678251 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297237.8674746 Edm = 0.000866654 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297237.8663811 Edm = 0.000158141 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297237.8657873 Edm = 0.00050823 NCalls = 373 -VariableMetric: Iteration # 119 - FCN = 297237.8455718 Edm = 0.0178696 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297237.0342969 Edm = 0.755844 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297233.0616894 Edm = 2.38002 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297231.5458253 Edm = 0.214231 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297231.3367771 Edm = 0.0208588 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297231.3216838 Edm = 0.0019173 NCalls = 391 -VariableMetric: Iteration # 125 - FCN = 297231.3200149 Edm = 0.000306239 NCalls = 392 -VariableMetric: Iteration # 126 - FCN = 297231.3185907 Edm = 0.00123754 NCalls = 395 -VariableMetric: Iteration # 127 - FCN = 297231.2552761 Edm = 0.0760393 NCalls = 401 -VariableMetric: Iteration # 128 - FCN = 297231.1895833 Edm = 0.066357 NCalls = 407 -VariableMetric: Iteration # 129 - FCN = 297231.1567653 Edm = 0.0327364 NCalls = 413 -VariableMetric: Iteration # 130 - FCN = 297230.7725282 Edm = 0.0240745 NCalls = 420 -VariableMetric: Iteration # 131 - FCN = 297229.2316816 Edm = 0.0536597 NCalls = 421 -VariableMetric: Iteration # 132 - FCN = 297229.1896633 Edm = 0.00571346 NCalls = 423 -VariableMetric: Iteration # 133 - FCN = 297229.1824184 Edm = 0.000313547 NCalls = 425 -VariableMetric: Iteration # 134 - FCN = 297229.1813483 Edm = 0.000849015 NCalls = 427 -VariableMetric: Iteration # 135 - FCN = 297229.1713658 Edm = 0.00904951 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297229.0643183 Edm = 0.115696 NCalls = 434 -VariableMetric: Iteration # 137 - FCN = 297227.1560145 Edm = 1.91837 NCalls = 440 -VariableMetric: Iteration # 138 - FCN = 297226.7322544 Edm = 0.406666 NCalls = 445 -VariableMetric: Iteration # 139 - FCN = 297219.5029333 Edm = 1.91319 NCalls = 449 -VariableMetric: Iteration # 140 - FCN = 297217.0436795 Edm = 0.800792 NCalls = 451 -VariableMetric: Iteration # 141 - FCN = 297216.5595443 Edm = 0.16244 NCalls = 453 -VariableMetric: Iteration # 142 - FCN = 297216.3892779 Edm = 0.0220333 NCalls = 456 -VariableMetric: Iteration # 143 - FCN = 297216.3638575 Edm = 0.00412992 NCalls = 458 -VariableMetric: Iteration # 144 - FCN = 297216.3586705 Edm = 0.000436162 NCalls = 460 -VariableMetric: Iteration # 145 - FCN = 297216.358094 Edm = 0.000121078 NCalls = 462 -VariableMetric: Iteration # 146 - FCN = 297216.3575611 Edm = 0.000366156 NCalls = 464 -VariableMetric: Iteration # 147 - FCN = 297216.3492639 Edm = 0.00844612 NCalls = 468 -VariableMetric: Iteration # 148 - FCN = 297216.1828966 Edm = 0.139579 NCalls = 475 -VariableMetric: Iteration # 149 - FCN = 297214.4393424 Edm = 0.92616 NCalls = 479 -VariableMetric: Iteration # 150 - FCN = 297213.5721632 Edm = 0.108302 NCalls = 480 -VariableMetric: Iteration # 151 - FCN = 297213.4782841 Edm = 0.00407738 NCalls = 481 -VariableMetric: Iteration # 152 - FCN = 297213.4749637 Edm = 0.00016483 NCalls = 483 -VariableMetric: Iteration # 153 - FCN = 297213.4748059 Edm = 3.08428e-05 NCalls = 484 -VariableMetric: After Hessian - FCN = 297213.4748059 Edm = 2.07015 NCalls = 957 -VariableMetric: Iteration # 154 - FCN = 297213.4748059 Edm = 2.07015 NCalls = 957 -VariableMetric: Iteration # 155 - FCN = 297212.5741544 Edm = 0.687189 NCalls = 959 -VariableMetric: Iteration # 156 - FCN = 297212.0454734 Edm = 0.250311 NCalls = 961 -VariableMetric: Iteration # 157 - FCN = 297211.9254003 Edm = 0.0641786 NCalls = 963 -VariableMetric: Iteration # 158 - FCN = 297211.8711541 Edm = 0.0414488 NCalls = 965 -VariableMetric: Iteration # 159 - FCN = 297211.8203488 Edm = 0.0125943 NCalls = 967 -VariableMetric: Iteration # 160 - FCN = 297211.8137178 Edm = 0.0025756 NCalls = 969 -VariableMetric: Iteration # 161 - FCN = 297211.8104279 Edm = 0.000350102 NCalls = 971 -VariableMetric: Iteration # 162 - FCN = 297211.8094357 Edm = 0.000446417 NCalls = 973 -VariableMetric: Iteration # 163 - FCN = 297211.8083028 Edm = 0.000511677 NCalls = 975 -VariableMetric: Iteration # 164 - FCN = 297211.8074128 Edm = 9.70649e-05 NCalls = 977 -VariableMetric: Iteration # 165 - FCN = 297211.8072583 Edm = 2.17791e-05 NCalls = 979 -VariableMetric: After Hessian - FCN = 297211.8072583 Edm = 1.77655e-05 NCalls = 1466 -VariableMetric: Iteration # 166 - FCN = 297211.8072583 Edm = 1.77655e-05 NCalls = 1466 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1330 (1330 total) | -| EDM = 0.000195 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297174.0303627467 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.32 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.09 | 0.20 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.453 | 0.006 | | | -2 | 2 | | -| 3 | p3770_p | -2.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.53 | 0.24 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.61 | 0.16 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.14 | 0.13 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.82 | 0.15 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.11 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.21 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 19.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.803 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.91 | 0.31 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 1.599 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.28 | 0.59 | | | -0.3 | 0.3 | | -| 16| omega_s | 4.7 | 0.7 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.79 | 0.29 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 5.57 | 0.30 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.19 | 0.17 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.855 | 0.011 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.040 -0.081 0.097 0.148 0.002 0.033 -0.086 -0.114 0.258 0.032 -0.008 0.061 -0.009 0.145 -0.080 -0.003 0.096 -0.002 -0.019 -0.000 -0.087 -0.094 0.003 | -| Ctt | 0.040 1.000 -0.103 0.324 0.491 -0.003 -0.683 -0.090 -0.286 0.360 -0.390 0.012 0.484 -0.029 0.258 -0.850 0.017 0.616 -0.814 -0.112 -0.000 -0.241 -0.083 0.002 | -| bplus_0 | -0.081 -0.103 1.000 0.018 -0.106 -0.002 0.149 0.032 0.051 -0.111 -0.015 -0.021 -0.082 0.124 -0.076 0.127 -0.038 -0.072 -0.001 -0.052 0.001 0.104 -0.166 -0.008 | -| p3770_p | 0.097 0.324 0.018 1.000 0.368 0.001 -0.279 -0.092 -0.235 0.370 -0.248 0.009 0.270 -0.009 0.264 -0.421 0.009 0.238 -0.401 -0.375 -0.000 -0.204 0.029 -0.001 | -| p4040_p | 0.148 0.491 -0.106 0.368 1.000 -0.003 -0.455 0.091 -0.357 0.412 -0.407 0.003 0.283 -0.030 0.356 -0.659 0.013 0.499 -0.581 -0.171 -0.000 -0.210 -0.097 0.003 | -| phi_p | 0.002 -0.003 -0.002 0.001 -0.003 1.000 0.010 0.003 0.004 -0.001 0.010 0.523 -0.002 0.009 -0.005 0.007 -0.021 -0.003 0.008 -0.007 0.003 0.003 -0.001 -0.020 | -| DDstar_p | 0.033 -0.683 0.149 -0.279 -0.455 0.010 1.000 0.164 0.377 -0.297 0.525 -0.003 -0.321 0.041 -0.213 0.819 -0.019 -0.559 0.813 0.350 0.000 0.280 0.138 -0.004 | -| p4160_s | -0.086 -0.090 0.032 -0.092 0.091 0.003 0.164 1.000 0.008 -0.138 0.167 -0.015 -0.115 0.010 -0.058 0.185 -0.013 -0.119 0.230 0.092 -0.000 0.281 0.016 0.002 | -| p4040_s | -0.114 -0.286 0.051 -0.235 -0.357 0.004 0.377 0.008 1.000 -0.458 0.292 -0.013 -0.193 0.018 -0.133 0.451 -0.015 -0.273 0.492 0.135 0.000 0.252 0.033 0.001 | -| p4160_p | 0.258 0.360 -0.111 0.370 0.412 -0.001 -0.297 -0.138 -0.458 1.000 -0.327 0.006 0.299 -0.028 0.382 -0.551 0.013 0.450 -0.474 -0.206 -0.000 -0.199 -0.105 0.002 | -| bplus_2 | 0.032 -0.390 -0.015 -0.248 -0.407 0.010 0.525 0.167 0.292 -0.327 1.000 -0.062 -0.339 0.060 -0.313 0.665 -0.059 -0.495 0.617 0.109 -0.001 0.199 -0.054 0.012 | -| phi_s | -0.008 0.012 -0.021 0.009 0.003 0.523 -0.003 -0.015 -0.013 0.006 -0.062 1.000 0.004 -0.039 -0.017 -0.012 0.007 0.003 -0.011 -0.003 -0.001 -0.007 -0.016 -0.004 | -| psi2s_p | 0.061 0.484 -0.082 0.270 0.283 -0.002 -0.321 -0.115 -0.193 0.299 -0.339 0.004 1.000 -0.023 0.370 -0.488 0.011 0.264 -0.385 -0.200 -0.000 -0.171 -0.073 0.002 | -| rho_s | -0.009 -0.029 0.124 -0.009 -0.030 0.009 0.041 0.010 0.018 -0.028 0.060 -0.039 -0.023 1.000 -0.023 0.042 -0.383 -0.030 0.020 -0.005 0.016 0.020 0.042 -0.039 | -| jpsi_p | 0.145 0.258 -0.076 0.264 0.356 -0.005 -0.213 -0.058 -0.133 0.382 -0.313 -0.017 0.370 -0.023 1.000 -0.426 0.001 0.427 -0.272 -0.305 -0.000 -0.165 -0.078 0.004 | -| Dbar_s | -0.080 -0.850 0.127 -0.421 -0.659 0.007 0.819 0.185 0.451 -0.551 0.665 -0.012 -0.488 0.042 -0.426 1.000 -0.024 -0.764 0.949 0.213 0.000 0.386 0.101 -0.002 | -| omega_s | -0.003 0.017 -0.038 0.009 0.013 -0.021 -0.019 -0.013 -0.015 0.013 -0.059 0.007 0.011 -0.383 0.001 -0.024 1.000 0.013 -0.018 0.001 -0.062 -0.011 -0.020 0.055 | -| p3770_s | 0.096 0.616 -0.072 0.238 0.499 -0.003 -0.559 -0.119 -0.273 0.450 -0.495 0.003 0.264 -0.030 0.427 -0.764 0.013 1.000 -0.688 -0.229 -0.000 -0.282 -0.060 0.003 | -| DDstar_s | -0.002 -0.814 -0.001 -0.401 -0.581 0.008 0.813 0.230 0.492 -0.474 0.617 -0.011 -0.385 0.020 -0.272 0.949 -0.018 -0.688 1.000 0.158 0.000 0.402 -0.036 -0.000 | -| Dbar_p | -0.019 -0.112 -0.052 -0.375 -0.171 -0.007 0.350 0.092 0.135 -0.206 0.109 -0.003 -0.200 -0.005 -0.305 0.213 0.001 -0.229 0.158 1.000 0.000 0.080 -0.066 -0.000 | -| omega_p | -0.000 -0.000 0.001 -0.000 -0.000 0.003 0.000 -0.000 0.000 -0.000 -0.001 -0.001 -0.000 0.016 -0.000 0.000 -0.062 -0.000 0.000 0.000 1.000 0.000 -0.000 -0.000 | -| p4415_s | -0.087 -0.241 0.104 -0.204 -0.210 0.003 0.280 0.281 0.252 -0.199 0.199 -0.007 -0.171 0.020 -0.165 0.386 -0.011 -0.282 0.402 0.080 0.000 1.000 0.097 -0.001 | -| bplus_1 | -0.094 -0.083 -0.166 0.029 -0.097 -0.001 0.138 0.016 0.033 -0.105 -0.054 -0.016 -0.073 0.042 -0.078 0.101 -0.020 -0.060 -0.036 -0.066 -0.000 0.097 1.000 0.002 | -| rho_p | 0.003 0.002 -0.008 -0.001 0.003 -0.020 -0.004 0.002 0.001 0.002 0.012 -0.004 0.002 -0.039 0.004 -0.002 0.055 0.003 -0.000 -0.000 -0.000 -0.001 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14932319294938567}), (, {'error': 0.19603500716274214}), (, {'error': 0.005582175006485057}), (, {'error': 0.10319765762799982}), (, {'error': 0.23764948921805118}), (, {'error': 0.16018174820789843}), (, {'error': 0.4816262223194627}), (, {'error': 0.1327817590037519}), (, {'error': 0.14986424812155774}), (, {'error': 0.09925823945271306}), (, {'error': 0.05647219803789616}), (, {'error': 0.8265013145351272}), (, {'error': 0.03109936190936491}), (, {'error': 0.3090436224126887}), (, {'error': 0.025972548237837234}), (, {'error': 0.5871545081610839}), (, {'error': 0.7345676706045228}), (, {'error': 0.28990150661378555}), (, {'error': 0.30060678869386226}), (, {'error': 0.30324354266972087}), (, {'error': 0.056417549121925425}), (, {'error': 0.16630697155919516}), (, {'error': 0.0105288878441121}), (, {'error': 0.07381390635388962})]) -Toy 1/25 -Time taken: 5 min, 3 s -Projected time left: 2 h, 1 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=720 (720 total) | -| EDM = 8.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297276.5721725962 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.21 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.42 | 0.13 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.446 | 0.006 | | | -2 | 2 | | -| 3 | p3770_p | -2.59 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.86 | 0.12 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -4.44 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.69 | 0.14 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.27 | 0.14 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.13 | 0.07 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.23 | 0.05 | | | -2 | 2 | | -| 11| phi_s | 18 | 6 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.875 | 0.027 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.7 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.622 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.94 | 0.19 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -4.32 | 0.22 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.24 | 0.16 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.822 | 0.012 | | | -2 | 2 | | -| 23| rho_p | 0.39 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.043 -0.025 0.045 0.103 -0.013 -0.006 -0.157 -0.153 0.207 0.143 -0.015 -0.074 0.014 -0.015 0.016 0.005 0.000 0.033 -0.054 0.001 -0.098 -0.042 0.020 | -| Ctt | -0.043 1.000 -0.042 -0.096 -0.231 0.021 0.059 0.194 0.219 -0.287 0.483 0.021 0.135 0.012 0.173 0.010 -0.011 -0.141 -0.002 -0.201 -0.001 0.193 -0.054 0.010 | -| bplus_0 | -0.025 -0.042 1.000 0.063 -0.002 0.023 0.258 0.079 0.066 -0.014 -0.161 0.020 0.030 0.091 -0.027 -0.003 -0.039 0.067 -0.007 0.165 0.002 0.109 -0.403 -0.047 | -| p3770_p | 0.045 -0.096 0.063 1.000 0.125 -0.020 0.140 -0.029 -0.068 0.142 0.029 -0.020 0.044 0.000 0.045 0.028 0.001 -0.216 0.018 0.236 0.002 -0.050 0.062 -0.022 | -| p4040_p | 0.103 -0.231 -0.002 0.125 1.000 -0.034 0.086 0.274 -0.157 0.139 0.029 -0.035 -0.160 0.004 -0.037 0.031 0.011 -0.066 0.036 -0.042 0.002 0.020 -0.012 0.001 | -| phi_p | -0.013 0.021 0.023 -0.020 -0.034 1.000 0.003 0.003 -0.005 -0.039 0.049 0.995 -0.055 -0.011 -0.249 0.009 -0.351 -0.032 0.010 0.020 -0.056 0.002 -0.000 0.215 | -| DDstar_p | -0.006 0.059 0.258 0.140 0.086 0.003 1.000 -0.079 -0.106 0.159 -0.045 0.003 -0.025 0.026 0.116 -0.001 -0.017 0.075 0.031 -0.210 0.002 -0.099 0.304 -0.042 | -| p4160_s | -0.157 0.194 0.079 -0.029 0.274 0.003 -0.079 1.000 0.007 -0.134 0.068 0.002 -0.077 0.023 -0.040 0.004 -0.005 0.019 0.013 -0.043 -0.000 0.237 0.072 0.016 | -| p4040_s | -0.153 0.219 0.066 -0.068 -0.157 -0.005 -0.106 0.007 1.000 -0.416 0.020 -0.007 -0.052 0.018 -0.035 0.006 -0.001 0.097 0.020 -0.052 0.000 0.107 0.065 0.010 | -| p4160_p | 0.207 -0.287 -0.014 0.142 0.139 -0.039 0.159 -0.134 -0.416 1.000 0.059 -0.039 -0.093 0.003 0.003 0.037 0.012 -0.016 0.056 0.008 0.003 0.005 -0.027 -0.002 | -| bplus_2 | 0.143 0.483 -0.161 0.029 0.029 0.049 -0.045 0.068 0.020 0.059 1.000 0.041 -0.043 0.104 0.040 -0.001 -0.014 -0.003 0.004 0.090 -0.006 -0.084 -0.193 0.159 | -| phi_s | -0.015 0.021 0.020 -0.020 -0.035 0.995 0.003 0.002 -0.007 -0.039 0.041 1.000 -0.055 -0.009 -0.245 0.009 -0.345 -0.034 0.010 0.019 -0.057 0.002 -0.001 0.221 | -| psi2s_p | -0.074 0.135 0.030 0.044 -0.160 -0.055 -0.025 -0.077 -0.052 -0.093 -0.043 -0.055 1.000 0.003 -0.024 0.035 0.015 -0.368 0.039 -0.001 0.004 -0.004 0.038 -0.019 | -| rho_s | 0.014 0.012 0.091 0.000 0.004 -0.011 0.026 0.023 0.018 0.003 0.104 -0.009 0.003 1.000 -0.040 0.000 -0.089 0.013 -0.001 0.027 0.029 0.010 0.027 0.202 | -| jpsi_p | -0.015 0.173 -0.027 0.045 -0.037 -0.249 0.116 -0.040 -0.035 0.003 0.040 -0.245 -0.024 -0.040 1.000 0.045 0.070 -0.011 0.060 0.209 0.020 -0.027 0.005 -0.142 | -| Dbar_s | 0.016 0.010 -0.003 0.028 0.031 0.009 -0.001 0.004 0.006 0.037 -0.001 0.009 0.035 0.000 0.045 1.000 -0.003 0.038 -0.005 0.018 -0.001 -0.000 -0.004 0.004 | -| omega_s | 0.005 -0.011 -0.039 0.001 0.011 -0.351 -0.017 -0.005 -0.001 0.012 -0.014 -0.345 0.015 -0.089 0.070 -0.003 1.000 0.007 -0.003 -0.017 -0.158 -0.006 0.005 0.328 | -| p3770_s | 0.000 -0.141 0.067 -0.216 -0.066 -0.032 0.075 0.019 0.097 -0.016 -0.003 -0.034 -0.368 0.013 -0.011 0.038 0.007 1.000 0.034 -0.032 0.002 0.002 0.057 0.003 | -| DDstar_s | 0.033 -0.002 -0.007 0.018 0.036 0.010 0.031 0.013 0.020 0.056 0.004 0.010 0.039 -0.001 0.060 -0.005 -0.003 0.034 1.000 0.004 -0.001 0.002 -0.009 0.004 | -| Dbar_p | -0.054 -0.201 0.165 0.236 -0.042 0.020 -0.210 -0.043 -0.052 0.008 0.090 0.019 -0.001 0.027 0.209 0.018 -0.017 -0.032 0.004 1.000 -0.000 0.008 0.183 -0.008 | -| omega_p | 0.001 -0.001 0.002 0.002 0.002 -0.056 0.002 -0.000 0.000 0.003 -0.006 -0.057 0.004 0.029 0.020 -0.001 -0.158 0.002 -0.001 -0.000 1.000 0.000 -0.001 -0.043 | -| p4415_s | -0.098 0.193 0.109 -0.050 0.020 0.002 -0.099 0.237 0.107 0.005 -0.084 0.002 -0.004 0.010 -0.027 -0.000 -0.006 0.002 0.002 0.008 0.000 1.000 0.124 -0.009 | -| bplus_1 | -0.042 -0.054 -0.403 0.062 -0.012 -0.000 0.304 0.072 0.065 -0.027 -0.193 -0.001 0.038 0.027 0.005 -0.004 0.005 0.057 -0.009 0.183 -0.001 0.124 1.000 0.039 | -| rho_p | 0.020 0.010 -0.047 -0.022 0.001 0.215 -0.042 0.016 0.010 -0.002 0.159 0.221 -0.019 0.202 -0.142 0.004 0.328 0.003 0.004 -0.008 -0.043 -0.009 0.039 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14800965494194496}), (, {'error': 0.1283425851653412}), (, {'error': 0.006378567520689549}), (, {'error': 0.09308851322093004}), (, {'error': 0.12424538669700436}), (, {'error': 8.615470968452735}), (, {'error': 0.197571198242406}), (, {'error': 0.1373966961032822}), (, {'error': 0.13696403015177117}), (, {'error': 0.06832752039780221}), (, {'error': 0.04900348518337838}), (, {'error': 5.789737518662931}), (, {'error': 0.02724189552318368}), (, {'error': 0.31889178809892027}), (, {'error': 0.023185043557161222}), (, {'error': 0.018320866057746438}), (, {'error': 0.8786694153138472}), (, {'error': 0.19239273855669015}), (, {'error': 0.024098808204765176}), (, {'error': 0.22237047651448627}), (, {'error': 0.22287574950696865}), (, {'error': 0.16249931075617052}), (, {'error': 0.011771702198989265}), (, {'error': 0.170533670411265})]) -Toy 2/25 -Time taken: 8 min, 32 s -Projected time left: 1 h, 38 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1427 (1427 total) | -| EDM = 0.00108 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297358.58944590774 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.10 | 0.20 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.484 | 0.021 | | | -2 | 2 | | -| 3 | p3770_p | -2.79 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.74 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.05 | 1.05 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.92 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.76 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.18 | 0.09 | | | -2 | 2 | | -| 11| phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -4.63 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.25 | 0.09 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.6 | 2.1 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.65 | 0.27 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 2.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.126 | 0.020 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 23| rho_p | 0.04 | 0.40 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.004 -0.001 -0.003 -0.006 -0.000 0.001 -0.006 0.003 -0.007 -0.001 0.000 -0.001 -0.001 -0.002 -0.005 -0.000 -0.003 -0.002 0.004 -0.000 -0.012 -0.001 -0.001 | -| Ctt | -0.004 1.000 -0.011 -0.240 -0.215 0.007 0.011 0.218 0.401 -0.395 0.730 -0.000 0.175 0.031 -0.385 0.187 0.029 -0.192 0.008 0.279 0.027 -0.006 -0.209 0.103 | -| bplus_0 | -0.001 -0.011 1.000 0.051 0.032 -0.045 0.001 0.034 0.011 0.021 0.004 -0.054 0.021 0.228 0.063 -0.019 -0.173 0.057 -0.012 -0.042 -0.136 0.001 -0.883 -0.149 | -| p3770_p | -0.003 -0.240 0.051 1.000 0.364 0.005 0.005 -0.068 -0.289 0.500 -0.199 0.002 0.325 0.027 0.546 0.200 -0.011 0.205 -0.028 -0.731 -0.005 0.011 0.148 -0.006 | -| p4040_p | -0.006 -0.215 0.032 0.364 1.000 0.006 -0.020 0.289 -0.321 0.279 -0.089 0.003 0.021 0.014 0.333 0.344 0.008 0.209 0.008 -0.380 0.010 0.008 0.026 0.025 | -| phi_p | -0.000 0.007 -0.045 0.005 0.006 1.000 -0.000 0.003 -0.001 0.006 0.033 0.980 0.001 0.126 -0.039 0.025 0.200 0.008 0.005 -0.033 0.258 0.000 0.060 0.364 | -| DDstar_p | 0.001 0.011 0.001 0.005 -0.020 -0.000 1.000 -0.013 -0.006 -0.026 0.003 -0.000 -0.010 0.002 -0.023 0.030 -0.000 -0.007 0.003 -0.039 -0.000 -0.001 0.003 0.001 | -| p4160_s | -0.006 0.218 0.034 -0.068 0.289 0.003 -0.013 1.000 -0.157 -0.108 0.244 -0.003 -0.115 0.034 -0.138 0.069 0.016 -0.041 0.028 0.136 0.016 -0.010 -0.073 0.069 | -| p4040_s | 0.003 0.401 0.011 -0.289 -0.321 -0.001 -0.006 -0.157 1.000 -0.545 0.202 -0.004 -0.071 0.024 -0.273 -0.091 0.006 -0.055 0.039 0.309 0.006 -0.013 -0.036 0.040 | -| p4160_p | -0.007 -0.395 0.021 0.500 0.279 0.006 -0.026 -0.108 -0.545 1.000 -0.218 0.005 0.181 -0.001 0.525 0.336 -0.000 0.312 -0.013 -0.591 0.002 0.018 0.064 -0.010 | -| bplus_2 | -0.001 0.730 0.004 -0.199 -0.089 0.033 0.003 0.244 0.202 -0.218 1.000 0.015 -0.050 0.094 -0.373 -0.082 0.077 -0.181 0.067 0.296 0.075 0.004 -0.264 0.251 | -| phi_s | 0.000 -0.000 -0.054 0.002 0.003 0.980 -0.000 -0.003 -0.004 0.005 0.015 1.000 -0.002 0.119 -0.044 0.026 0.222 0.003 0.005 -0.029 0.275 0.000 0.066 0.377 | -| psi2s_p | -0.001 0.175 0.021 0.325 0.021 0.001 -0.010 -0.115 -0.071 0.181 -0.050 -0.002 1.000 0.021 0.346 0.333 -0.001 -0.048 0.028 -0.408 0.002 0.003 0.072 0.015 | -| rho_s | -0.001 0.031 0.228 0.027 0.014 0.126 0.002 0.034 0.024 -0.001 0.094 0.119 0.021 1.000 0.027 -0.033 -0.259 0.027 -0.020 -0.043 -0.144 0.000 -0.164 0.169 | -| jpsi_p | -0.002 -0.385 0.063 0.546 0.333 -0.039 -0.023 -0.138 -0.273 0.525 -0.373 -0.044 0.346 0.027 1.000 0.394 -0.029 0.482 0.031 -0.771 -0.024 0.011 0.189 -0.017 | -| Dbar_s | -0.005 0.187 -0.019 0.200 0.344 0.025 0.030 0.069 -0.091 0.336 -0.082 0.026 0.333 -0.033 0.394 1.000 0.027 0.373 -0.026 -0.310 0.026 0.011 -0.079 0.011 | -| omega_s | -0.000 0.029 -0.173 -0.011 0.008 0.200 -0.000 0.016 0.006 -0.000 0.077 0.222 -0.001 -0.259 -0.029 0.027 1.000 0.003 0.015 -0.005 0.912 0.001 0.156 0.460 | -| p3770_s | -0.003 -0.192 0.057 0.205 0.209 0.008 -0.007 -0.041 -0.055 0.312 -0.181 0.003 -0.048 0.027 0.482 0.373 0.003 1.000 -0.012 -0.517 0.007 0.007 0.093 0.023 | -| DDstar_s | -0.002 0.008 -0.012 -0.028 0.008 0.005 0.003 0.028 0.039 -0.013 0.067 0.005 0.028 -0.020 0.031 -0.026 0.015 -0.012 1.000 -0.043 0.013 0.001 -0.108 0.013 | -| Dbar_p | 0.004 0.279 -0.042 -0.731 -0.380 -0.033 -0.039 0.136 0.309 -0.591 0.296 -0.029 -0.408 -0.043 -0.771 -0.310 -0.005 -0.517 -0.043 1.000 -0.013 -0.012 -0.246 -0.022 | -| omega_p | -0.000 0.027 -0.136 -0.005 0.010 0.258 -0.000 0.016 0.006 0.002 0.075 0.275 0.002 -0.144 -0.024 0.026 0.912 0.007 0.013 -0.013 1.000 0.001 0.128 0.347 | -| p4415_s | -0.012 -0.006 0.001 0.011 0.008 0.000 -0.001 -0.010 -0.013 0.018 0.004 0.000 0.003 0.000 0.011 0.011 0.001 0.007 0.001 -0.012 0.001 1.000 -0.003 0.002 | -| bplus_1 | -0.001 -0.209 -0.883 0.148 0.026 0.060 0.003 -0.073 -0.036 0.064 -0.264 0.066 0.072 -0.164 0.189 -0.079 0.156 0.093 -0.108 -0.246 0.128 -0.003 1.000 0.151 | -| rho_p | -0.001 0.103 -0.149 -0.006 0.025 0.364 0.001 0.069 0.040 -0.010 0.251 0.377 0.015 0.169 -0.017 0.011 0.460 0.023 0.013 -0.022 0.347 0.002 0.151 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12330072880264353}), (, {'error': 0.1975732705308153}), (, {'error': 0.021201503490207996}), (, {'error': 0.1571372193348326}), (, {'error': 0.25520470868309686}), (, {'error': 1.052511624441674}), (, {'error': 0.437612827926376}), (, {'error': 0.16020157341925267}), (, {'error': 0.18350462938476547}), (, {'error': 0.13743747863733446}), (, {'error': 0.08854010863746864}), (, {'error': 5.272902198717441}), (, {'error': 0.03602060254263595}), (, {'error': 0.3458534248638526}), (, {'error': 0.039739124529565295}), (, {'error': 0.09470593129575519}), (, {'error': 2.062756733178109}), (, {'error': 0.27076581219950624}), (, {'error': 0.08370099591634567}), (, {'error': 0.7146698183423457}), (, {'error': 0.5992464556618291}), (, {'error': 0.019534573754320106}), (, {'error': 0.04183343950152896}), (, {'error': 0.3982676426581775})]) -Toy 3/25 -Time taken: 13 min, 48 s -Projected time left: 1 h, 41 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.987E+05 | Ncalls=580 (591 total) | -| EDM = 2.2E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298652.6753834915 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 1.12 | 0.04 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.924 | 0.009 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.596 | 0.007 | | | -2 | 2 | | -| 3 | p3770_p | -5.921 | 0.004 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 0.8 | 9.0 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -4.864 | 0.007 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -0.413 | 0.022 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.037 | 0.003 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.877 | 0.003 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -4.81 | 0.07 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.16 | 0.04 | | | -2 | 2 | | -| 11| phi_s | 20.241 | 0.009 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 3.106 | 0.010 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.600E-1 | 0.010E-1 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.830 | 0.015 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 1.200E-1 | 0.009E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.406 | 0.004 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 0.963 | 0.001 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -1.320E-1 | 0.009E-1 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 2.13 | 0.05 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -4.646 | 0.008 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 2.351 | 0.000 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 1.336 | 0.012 | | | -2 | 2 | | -| 23| rho_p | -3.381 | 0.011 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.904 0.936 0.077 0.940 -0.156 0.747 0.659 0.890 -0.928 0.936 -0.080 0.754 -0.032 -0.924 -0.725 -0.015 -0.267 0.760 -0.918 -0.212 0.009 0.936 -0.108 | -| Ctt | 0.904 1.000 0.958 0.078 0.962 -0.160 0.764 0.674 0.911 -0.950 0.958 -0.082 0.772 -0.033 -0.945 -0.741 -0.015 -0.273 0.778 -0.939 -0.217 0.009 0.957 -0.110 | -| bplus_0 | 0.936 0.958 1.000 0.081 0.996 -0.165 0.792 0.698 0.943 -0.984 0.992 -0.084 0.799 -0.034 -0.978 -0.768 -0.015 -0.283 0.805 -0.972 -0.225 0.009 0.991 -0.114 | -| p3770_p | 0.077 0.078 0.081 1.000 0.081 -0.014 0.065 0.057 0.077 -0.080 0.081 -0.007 0.066 -0.003 -0.080 -0.063 -0.001 -0.023 0.066 -0.079 -0.018 0.001 0.081 -0.009 | -| p4040_p | 0.940 0.962 0.996 0.081 1.000 -0.166 0.795 0.701 0.947 -0.988 0.996 -0.085 0.802 -0.034 -0.983 -0.771 -0.015 -0.284 0.809 -0.976 -0.226 0.009 0.995 -0.115 | -| phi_p | -0.156 -0.160 -0.165 -0.014 -0.166 1.000 -0.132 -0.116 -0.157 0.164 -0.165 0.014 -0.133 0.006 0.163 0.128 0.003 0.047 -0.134 0.162 0.038 -0.002 -0.165 0.019 | -| DDstar_p | 0.747 0.764 0.792 0.065 0.795 -0.132 1.000 0.557 0.752 -0.785 0.791 -0.067 0.638 -0.027 -0.781 -0.612 -0.012 -0.226 0.643 -0.776 -0.180 0.008 0.791 -0.091 | -| p4160_s | 0.659 0.674 0.698 0.057 0.701 -0.116 0.557 1.000 0.664 -0.692 0.698 -0.059 0.562 -0.024 -0.689 -0.540 -0.011 -0.199 0.567 -0.684 -0.158 0.007 0.697 -0.080 | -| p4040_s | 0.890 0.911 0.943 0.077 0.947 -0.157 0.752 0.664 1.000 -0.935 0.943 -0.080 0.760 -0.032 -0.930 -0.730 -0.015 -0.269 0.766 -0.924 -0.214 0.009 0.942 -0.109 | -| p4160_p | -0.928 -0.950 -0.984 -0.080 -0.988 0.164 -0.785 -0.692 -0.935 1.000 -0.984 0.084 -0.793 0.033 0.971 0.761 0.015 0.281 -0.799 0.964 0.223 -0.009 -0.983 0.113 | -| bplus_2 | 0.936 0.958 0.992 0.081 0.996 -0.165 0.791 0.698 0.943 -0.984 1.000 -0.084 0.799 -0.034 -0.979 -0.768 -0.015 -0.283 0.805 -0.972 -0.225 0.009 0.991 -0.114 | -| phi_s | -0.080 -0.082 -0.084 -0.007 -0.085 0.014 -0.067 -0.059 -0.080 0.084 -0.084 1.000 -0.068 0.003 0.083 0.065 0.001 0.024 -0.069 0.083 0.019 -0.001 -0.084 0.010 | -| psi2s_p | 0.754 0.772 0.799 0.066 0.802 -0.133 0.638 0.562 0.760 -0.793 0.799 -0.068 1.000 -0.027 -0.789 -0.619 -0.012 -0.228 0.649 -0.783 -0.181 0.008 0.798 -0.092 | -| rho_s | -0.032 -0.033 -0.034 -0.003 -0.034 0.006 -0.027 -0.024 -0.032 0.033 -0.034 0.003 -0.027 1.000 0.033 0.026 0.001 0.010 -0.027 0.033 0.008 -0.000 -0.034 0.004 | -| jpsi_p | -0.924 -0.945 -0.978 -0.080 -0.983 0.163 -0.781 -0.689 -0.930 0.971 -0.979 0.083 -0.789 0.033 1.000 0.757 0.015 0.279 -0.795 0.959 0.222 -0.009 -0.978 0.113 | -| Dbar_s | -0.725 -0.741 -0.768 -0.063 -0.771 0.128 -0.612 -0.540 -0.730 0.761 -0.768 0.065 -0.619 0.026 0.757 1.000 0.012 0.219 -0.623 0.753 0.174 -0.007 -0.767 0.088 | -| omega_s | -0.015 -0.015 -0.015 -0.001 -0.015 0.003 -0.012 -0.011 -0.015 0.015 -0.015 0.001 -0.012 0.001 0.015 0.012 1.000 0.004 -0.013 0.015 0.003 -0.000 -0.015 0.002 | -| p3770_s | -0.267 -0.273 -0.283 -0.023 -0.284 0.047 -0.226 -0.199 -0.269 0.281 -0.283 0.024 -0.228 0.010 0.279 0.219 0.004 1.000 -0.230 0.277 0.064 -0.003 -0.283 0.033 | -| DDstar_s | 0.760 0.778 0.805 0.066 0.809 -0.134 0.643 0.567 0.766 -0.799 0.805 -0.069 0.649 -0.027 -0.795 -0.623 -0.013 -0.230 1.000 -0.790 -0.183 0.008 0.805 -0.093 | -| Dbar_p | -0.918 -0.939 -0.972 -0.079 -0.976 0.162 -0.776 -0.684 -0.924 0.964 -0.972 0.083 -0.783 0.033 0.959 0.753 0.015 0.277 -0.790 1.000 0.221 -0.009 -0.971 0.112 | -| omega_p | -0.212 -0.217 -0.225 -0.018 -0.226 0.038 -0.180 -0.158 -0.214 0.223 -0.225 0.019 -0.181 0.008 0.222 0.174 0.003 0.064 -0.183 0.221 1.000 -0.002 -0.225 0.026 | -| p4415_s | 0.009 0.009 0.009 0.001 0.009 -0.002 0.008 0.007 0.009 -0.009 0.009 -0.001 0.008 -0.000 -0.009 -0.007 -0.000 -0.003 0.008 -0.009 -0.002 1.000 0.009 -0.001 | -| bplus_1 | 0.936 0.957 0.991 0.081 0.995 -0.165 0.791 0.697 0.942 -0.983 0.991 -0.084 0.798 -0.034 -0.978 -0.767 -0.015 -0.283 0.805 -0.971 -0.225 0.009 1.000 -0.114 | -| rho_p | -0.108 -0.110 -0.114 -0.009 -0.115 0.019 -0.091 -0.080 -0.109 0.113 -0.114 0.010 -0.092 0.004 0.113 0.088 0.002 0.033 -0.093 0.112 0.026 -0.001 -0.114 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04194387359673879}), (, {'error': 0.008812518620830101}), (, {'error': 0.006862169863176559}), (, {'error': 0.004339224841464873}), (, {'error': 9.011895071278015}), (, {'error': 0.007069495014345062}), (, {'error': 0.021633142835560726}), (, {'error': 0.002592471258153095}), (, {'error': 0.003269908429112456}), (, {'error': 0.06918797651910946}), (, {'error': 0.03812562231704464}), (, {'error': 0.008703453859105537}), (, {'error': 0.009780763800709025}), (, {'error': 0.0010348065615353452}), (, {'error': 0.015464636007381571}), (, {'error': 0.0008806463201619097}), (, {'error': 0.004194545097389479}), (, {'error': 0.0007927771538470685}), (, {'error': 0.0009344577190316394}), (, {'error': 0.05272056294202798}), (, {'error': 0.008331093776652754}), (, {'error': 0.0001472226922969444}), (, {'error': 0.012448734956052476}), (, {'error': 0.011050385769799442})]) -Toy 4/25 -Time taken: 17 min, 3 s -Projected time left: 1 h, 29 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.977E+05 | Ncalls=538 (549 total) | -| EDM = 5.46E+04 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297673.96530422923 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.96 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.433 | 0.028 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -1.058 | 0.012 | | | -2 | 2 | | -| 3 | p3770_p | 4.046 | 0.016 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 2.41 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -4.807 | 0.015 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -2.9 | 7.8 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.925 | 0.018 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.329 | 0.007 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -1.39 | 0.06 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.44 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 18.13 | 0.03 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.866 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.653 | 0.007 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 2.34 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -2.828E-1 | 0.009E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 4.251 | 0.004 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.429 | 0.028 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.184 | 0.023 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 4.95 | 0.08 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 5.366 | 0.021 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.140 | 0.009 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 1.855 | 0.020 | | | -2 | 2 | | -| 23| rho_p | -5.086 | 0.022 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.815 0.851 -0.022 0.826 -0.074 0.859 0.729 -0.559 0.839 0.845 -0.150 0.850 0.220 0.850 0.512 -0.016 0.778 -0.856 -0.841 0.178 0.332 0.851 -0.223 | -| Ctt | 0.815 1.000 0.940 -0.025 0.913 -0.081 0.950 0.806 -0.618 0.927 0.934 -0.166 0.939 0.243 0.939 0.565 -0.017 0.860 -0.947 -0.930 0.197 0.368 0.940 -0.246 | -| bplus_0 | 0.851 0.940 1.000 -0.025 0.951 -0.085 0.990 0.840 -0.644 0.967 0.974 -0.173 0.979 0.253 0.979 0.589 -0.018 0.897 -0.987 -0.969 0.205 0.382 0.979 -0.256 | -| p3770_p | -0.022 -0.025 -0.025 1.000 -0.025 0.002 -0.026 -0.022 0.016 -0.025 -0.025 0.005 -0.025 -0.007 -0.026 -0.016 0.000 -0.024 0.026 0.025 -0.005 -0.010 -0.025 0.007 | -| p4040_p | 0.826 0.913 0.951 -0.025 1.000 -0.082 0.961 0.816 -0.626 0.939 0.946 -0.168 0.951 0.246 0.951 0.573 -0.017 0.871 -0.958 -0.941 0.199 0.372 0.952 -0.249 | -| phi_p | -0.074 -0.081 -0.085 0.002 -0.082 1.000 -0.086 -0.073 0.056 -0.084 -0.084 0.014 -0.085 -0.022 -0.085 -0.051 0.002 -0.078 0.085 0.084 -0.018 -0.033 -0.085 0.019 | -| DDstar_p | 0.859 0.950 0.990 -0.026 0.961 -0.086 1.000 0.849 -0.651 0.977 0.984 -0.175 0.989 0.256 0.989 0.596 -0.018 0.906 -0.997 -0.979 0.207 0.387 0.990 -0.259 | -| p4160_s | 0.729 0.806 0.840 -0.022 0.816 -0.073 0.849 1.000 -0.553 0.829 0.835 -0.148 0.839 0.217 0.840 0.505 -0.015 0.769 -0.846 -0.831 0.176 0.328 0.840 -0.220 | -| p4040_s | -0.559 -0.618 -0.644 0.016 -0.626 0.056 -0.651 -0.553 1.000 -0.635 -0.640 0.114 -0.644 -0.167 -0.644 -0.388 0.012 -0.590 0.649 0.637 -0.135 -0.252 -0.644 0.169 | -| p4160_p | 0.839 0.927 0.967 -0.025 0.939 -0.084 0.977 0.829 -0.635 1.000 0.961 -0.171 0.966 0.250 0.966 0.582 -0.018 0.885 -0.974 -0.956 0.203 0.378 0.967 -0.253 | -| bplus_2 | 0.845 0.934 0.974 -0.025 0.946 -0.084 0.984 0.835 -0.640 0.961 1.000 -0.172 0.973 0.252 0.973 0.586 -0.018 0.891 -0.981 -0.963 0.204 0.380 0.974 -0.255 | -| phi_s | -0.150 -0.166 -0.173 0.005 -0.168 0.014 -0.175 -0.148 0.114 -0.171 -0.172 1.000 -0.173 -0.045 -0.173 -0.104 0.003 -0.158 0.174 0.171 -0.036 -0.068 -0.173 0.045 | -| psi2s_p | 0.850 0.939 0.979 -0.025 0.951 -0.085 0.989 0.839 -0.644 0.966 0.973 -0.173 1.000 0.253 0.978 0.589 -0.018 0.896 -0.986 -0.968 0.205 0.382 0.979 -0.256 | -| rho_s | 0.220 0.243 0.253 -0.007 0.246 -0.022 0.256 0.217 -0.167 0.250 0.252 -0.045 0.253 1.000 0.253 0.152 -0.005 0.232 -0.255 -0.250 0.053 0.099 0.253 -0.072 | -| jpsi_p | 0.850 0.939 0.979 -0.026 0.951 -0.085 0.989 0.840 -0.644 0.966 0.973 -0.173 0.978 0.253 1.000 0.589 -0.018 0.896 -0.986 -0.968 0.205 0.383 0.979 -0.256 | -| Dbar_s | 0.512 0.565 0.589 -0.016 0.573 -0.051 0.596 0.505 -0.388 0.582 0.586 -0.104 0.589 0.152 0.589 1.000 -0.011 0.539 -0.594 -0.583 0.124 0.230 0.590 -0.154 | -| omega_s | -0.016 -0.017 -0.018 0.000 -0.017 0.002 -0.018 -0.015 0.012 -0.018 -0.018 0.003 -0.018 -0.005 -0.018 -0.011 1.000 -0.016 0.018 0.018 -0.003 -0.007 -0.018 0.005 | -| p3770_s | 0.778 0.860 0.897 -0.024 0.871 -0.078 0.906 0.769 -0.590 0.885 0.891 -0.158 0.896 0.232 0.896 0.539 -0.016 1.000 -0.903 -0.887 0.188 0.350 0.897 -0.235 | -| DDstar_s | -0.856 -0.947 -0.987 0.026 -0.958 0.085 -0.997 -0.846 0.649 -0.974 -0.981 0.174 -0.986 -0.255 -0.986 -0.594 0.018 -0.903 1.000 0.976 -0.207 -0.385 -0.987 0.258 | -| Dbar_p | -0.841 -0.930 -0.969 0.025 -0.941 0.084 -0.979 -0.831 0.637 -0.956 -0.963 0.171 -0.968 -0.250 -0.968 -0.583 0.018 -0.887 0.976 1.000 -0.203 -0.379 -0.969 0.254 | -| omega_p | 0.178 0.197 0.205 -0.005 0.199 -0.018 0.207 0.176 -0.135 0.203 0.204 -0.036 0.205 0.053 0.205 0.124 -0.003 0.188 -0.207 -0.203 1.000 0.080 0.205 -0.053 | -| p4415_s | 0.332 0.368 0.382 -0.010 0.372 -0.033 0.387 0.328 -0.252 0.378 0.380 -0.068 0.382 0.099 0.383 0.230 -0.007 0.350 -0.385 -0.379 0.080 1.000 0.382 -0.100 | -| bplus_1 | 0.851 0.940 0.979 -0.025 0.952 -0.085 0.990 0.840 -0.644 0.967 0.974 -0.173 0.979 0.253 0.979 0.590 -0.018 0.897 -0.987 -0.969 0.205 0.382 1.000 -0.256 | -| rho_p | -0.223 -0.246 -0.256 0.007 -0.249 0.019 -0.259 -0.220 0.169 -0.253 -0.255 0.045 -0.256 -0.072 -0.256 -0.154 0.005 -0.235 0.258 0.254 -0.053 -0.100 -0.256 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.048652294960138676}), (, {'error': 0.027950492903946578}), (, {'error': 0.01185618201631855}), (, {'error': 0.015981603882943674}), (, {'error': 0.16510562142541474}), (, {'error': 0.01514039481371876}), (, {'error': 7.787410526716872}), (, {'error': 0.018072599644418208}), (, {'error': 0.007341534776793973}), (, {'error': 0.056738240009791774}), (, {'error': 0.06124280013374106}), (, {'error': 0.03277290040643699}), (, {'error': 0.02924949806422017}), (, {'error': 0.006689649759588856}), (, {'error': 0.03755285635051653}), (, {'error': 0.0009330671551623648}), (, {'error': 0.004293417187774207}), (, {'error': 0.02751034906511851}), (, {'error': 0.02256627298624722}), (, {'error': 0.08133978664796349}), (, {'error': 0.02099575112930019}), (, {'error': 0.008991328625170603}), (, {'error': 0.020344395980196772}), (, {'error': 0.0223649451184742})]) -Toy 5/25 -Time taken: 20 min, 14 s -Projected time left: 1 h, 20 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1362 (1362 total) | -| EDM = 0.00186 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297361.07900661265 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.94 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.67 | 0.18 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.51 | 0.04 | | | -2 | 2 | | -| 3 | p3770_p | 3.64 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.23 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -0.31 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -1.90 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.14 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -1.97 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.20 | 0.11 | | | -2 | 2 | | -| 11| phi_s | 16.6 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.885 | 0.029 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.62 | 0.31 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.629 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.18 | 0.22 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -4.52 | 0.27 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.027 | 0.298 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.31 | 0.18 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.98 | 0.06 | | | -2 | 2 | | -| 23| rho_p | -0.14 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.056 0.289 0.049 0.156 -0.002 -0.228 -0.170 -0.174 0.298 -0.326 -0.001 -0.054 -0.089 0.075 0.009 0.059 -0.008 0.010 -0.132 0.021 -0.156 -0.215 0.112 | -| Ctt | 0.056 1.000 0.468 -0.150 -0.178 -0.009 -0.189 0.174 0.218 -0.184 -0.670 -0.004 0.171 -0.138 0.308 -0.005 0.085 -0.111 -0.017 -0.349 0.030 0.089 -0.406 0.163 | -| bplus_0 | 0.289 0.468 1.000 -0.023 0.104 -0.022 -0.539 -0.013 -0.039 0.201 -0.753 0.033 0.019 -0.309 0.289 -0.014 0.179 -0.035 -0.040 -0.273 0.062 -0.214 -0.953 0.260 | -| p3770_p | 0.049 -0.150 -0.023 1.000 0.119 -0.005 0.070 -0.031 -0.087 0.119 0.011 -0.004 -0.010 0.006 -0.014 0.046 -0.010 -0.285 0.030 0.226 -0.005 -0.049 -0.002 -0.018 | -| p4040_p | 0.156 -0.178 0.104 0.119 1.000 -0.002 -0.065 0.314 -0.148 0.177 -0.085 -0.001 -0.170 -0.035 -0.045 0.022 0.021 -0.079 0.022 -0.110 0.007 0.016 -0.066 0.039 | -| phi_p | -0.002 -0.009 -0.022 -0.005 -0.002 1.000 0.007 0.006 0.006 -0.005 -0.005 0.594 -0.003 0.038 -0.036 0.001 -0.007 0.002 0.001 0.008 0.010 0.006 0.017 0.094 | -| DDstar_p | -0.228 -0.189 -0.539 0.070 -0.065 0.007 1.000 -0.092 -0.126 -0.112 0.450 -0.022 -0.131 0.181 -0.238 0.013 -0.108 -0.000 0.042 -0.082 -0.039 0.024 0.377 -0.154 | -| p4160_s | -0.170 0.174 -0.013 -0.031 0.314 0.006 -0.092 1.000 0.036 -0.095 -0.062 -0.016 -0.062 0.009 -0.016 -0.001 0.003 0.026 0.000 -0.061 0.003 0.255 -0.004 0.041 | -| p4040_s | -0.174 0.218 -0.039 -0.087 -0.148 0.006 -0.126 0.036 1.000 -0.443 -0.012 -0.013 -0.027 0.016 -0.012 -0.002 -0.002 0.112 -0.001 -0.063 0.001 0.131 0.024 0.025 | -| p4160_p | 0.298 -0.184 0.201 0.119 0.177 -0.005 -0.112 -0.095 -0.443 1.000 -0.174 0.004 -0.096 -0.067 0.013 0.028 0.038 -0.043 0.032 -0.073 0.013 -0.016 -0.140 0.058 | -| bplus_2 | -0.326 -0.670 -0.753 0.011 -0.085 -0.005 0.450 -0.062 -0.012 -0.174 1.000 0.019 -0.009 0.208 -0.283 0.010 -0.157 0.035 0.032 0.162 -0.060 0.179 0.638 -0.350 | -| phi_s | -0.001 -0.004 0.033 -0.004 -0.001 0.594 -0.022 -0.016 -0.013 0.004 0.019 1.000 -0.001 0.029 0.013 -0.001 0.043 -0.012 -0.001 -0.020 0.027 -0.013 -0.029 0.116 | -| psi2s_p | -0.054 0.171 0.019 -0.010 -0.170 -0.003 -0.131 -0.062 -0.027 -0.096 -0.009 -0.001 1.000 -0.006 -0.017 0.030 0.002 -0.383 0.019 -0.045 -0.000 0.006 -0.005 0.003 | -| rho_s | -0.089 -0.138 -0.309 0.006 -0.035 0.038 0.181 0.009 0.016 -0.067 0.208 0.029 -0.006 1.000 -0.095 0.005 -0.325 0.010 0.014 0.097 -0.102 0.071 0.278 0.118 | -| jpsi_p | 0.075 0.308 0.289 -0.014 -0.045 -0.036 -0.238 -0.016 -0.012 0.013 -0.283 0.013 -0.017 -0.095 1.000 0.051 0.021 -0.055 0.039 0.119 -0.001 -0.056 -0.232 -0.022 | -| Dbar_s | 0.009 -0.005 -0.014 0.046 0.022 0.001 0.013 -0.001 -0.002 0.028 0.010 -0.001 0.030 0.005 0.051 1.000 -0.002 0.032 -0.002 0.028 -0.000 0.001 0.009 -0.002 | -| omega_s | 0.059 0.085 0.179 -0.010 0.021 -0.007 -0.108 0.003 -0.002 0.038 -0.157 0.043 0.002 -0.325 0.021 -0.002 1.000 -0.003 -0.008 -0.053 0.546 -0.039 -0.169 0.324 | -| p3770_s | -0.008 -0.111 -0.035 -0.285 -0.079 0.002 -0.000 0.026 0.112 -0.043 0.035 -0.012 -0.383 0.010 -0.055 0.032 -0.003 1.000 0.027 -0.080 -0.000 0.022 0.026 0.015 | -| DDstar_s | 0.010 -0.017 -0.040 0.030 0.022 0.001 0.042 0.000 -0.001 0.032 0.032 -0.001 0.019 0.014 0.039 -0.002 -0.008 0.027 1.000 0.000 -0.002 0.001 0.027 -0.011 | -| Dbar_p | -0.132 -0.349 -0.273 0.226 -0.110 0.008 -0.082 -0.061 -0.063 -0.073 0.162 -0.020 -0.045 0.097 0.119 0.028 -0.053 -0.080 0.000 1.000 -0.017 0.056 0.175 -0.053 | -| omega_p | 0.021 0.030 0.062 -0.005 0.007 0.010 -0.039 0.003 0.001 0.013 -0.060 0.027 -0.000 -0.102 -0.001 -0.000 0.546 -0.000 -0.002 -0.017 1.000 -0.013 -0.059 0.009 | -| p4415_s | -0.156 0.089 -0.214 -0.049 0.016 0.006 0.024 0.255 0.131 -0.016 0.179 -0.013 0.006 0.071 -0.056 0.001 -0.039 0.022 0.001 0.056 -0.013 1.000 0.150 -0.044 | -| bplus_1 | -0.215 -0.406 -0.953 -0.002 -0.066 0.017 0.377 -0.004 0.024 -0.140 0.638 -0.029 -0.005 0.278 -0.232 0.009 -0.169 0.026 0.027 0.175 -0.059 0.150 1.000 -0.261 | -| rho_p | 0.112 0.163 0.260 -0.018 0.039 0.094 -0.154 0.041 0.025 0.058 -0.350 0.116 0.003 0.118 -0.022 -0.002 0.324 0.015 -0.011 -0.053 0.009 -0.044 -0.261 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16027629624897388}), (, {'error': 0.1764815669923021}), (, {'error': 0.04126248293825052}), (, {'error': 0.09145573110737448}), (, {'error': 0.17299524819587053}), (, {'error': 0.21025602118583553}), (, {'error': 0.2852660192891632}), (, {'error': 0.15523626640849342}), (, {'error': 0.15494060320623743}), (, {'error': 0.09373608877375128}), (, {'error': 0.1116406558588714}), (, {'error': 0.9806283338099835}), (, {'error': 0.02944080544876293}), (, {'error': 0.3082224682119583}), (, {'error': 0.023320867589355476}), (, {'error': 0.019827346504468574}), (, {'error': 1.0985477932419672}), (, {'error': 0.21646033761464212}), (, {'error': 0.024684304138571256}), (, {'error': 0.273137507701652}), (, {'error': 0.2983187545337378}), (, {'error': 0.17911875815288392}), (, {'error': 0.05885114472942976}), (, {'error': 0.21322880910121})]) -Toy 6/25 -Time taken: 25 min, 24 s -Projected time left: 1 h, 20 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1477 (1477 total) | -| EDM = 0.00014 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297316.4998585602 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.23 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.63 | 0.21 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.512 | 0.022 | | | -2 | 2 | | -| 3 | p3770_p | 3.49 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.41 | 0.22 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.30 | 0.52 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 1.87 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.18 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.84 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.26 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.40 | 0.09 | | | -2 | 2 | | -| 11| phi_s | 18.5 | 2.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.16 | 0.30 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.648 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 16| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.31 | 0.23 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 1.84 | 0.26 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -5.7 | 0.8 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.94 | 0.04 | | | -2 | 2 | | -| 23| rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.055 0.016 0.064 0.162 -0.018 -0.016 -0.152 -0.240 0.322 0.179 -0.026 -0.114 -0.024 -0.031 0.013 0.013 -0.015 0.029 -0.097 0.013 -0.182 -0.092 0.051 | -| Ctt | -0.055 1.000 -0.012 -0.245 -0.281 -0.017 -0.110 0.234 0.350 -0.393 0.668 -0.029 0.191 -0.042 0.246 0.007 0.023 -0.146 0.003 -0.304 0.024 0.198 -0.156 0.101 | -| bplus_0 | 0.016 -0.012 1.000 0.037 0.014 0.004 0.026 0.030 0.015 0.012 -0.112 -0.011 -0.008 0.213 -0.044 0.001 -0.109 0.042 0.001 0.030 -0.086 0.021 -0.846 0.059 | -| p3770_p | 0.064 -0.245 0.037 1.000 0.143 -0.004 0.267 -0.075 -0.161 0.212 -0.124 -0.003 -0.020 0.027 0.018 0.029 -0.026 -0.270 0.022 0.269 -0.024 -0.073 0.099 -0.013 | -| p4040_p | 0.162 -0.281 0.014 0.143 1.000 -0.011 0.082 0.318 -0.245 0.196 -0.040 -0.013 -0.230 -0.006 -0.099 0.014 -0.000 -0.063 0.020 -0.087 -0.001 0.003 -0.018 0.008 | -| phi_p | -0.018 -0.017 0.004 -0.004 -0.011 1.000 0.003 -0.017 -0.012 -0.007 -0.059 0.925 -0.010 0.075 -0.030 0.000 -0.062 -0.013 0.001 -0.005 -0.026 -0.003 -0.009 -0.088 | -| DDstar_p | -0.016 -0.110 0.026 0.267 0.082 0.003 1.000 -0.098 -0.143 0.193 -0.267 0.005 -0.017 0.058 0.160 0.001 -0.032 0.134 0.025 -0.099 -0.026 -0.024 0.335 0.007 | -| p4160_s | -0.152 0.234 0.030 -0.075 0.318 -0.017 -0.098 1.000 0.016 -0.164 0.132 -0.026 -0.089 -0.016 -0.043 0.003 0.015 0.007 0.008 -0.094 0.016 0.324 -0.002 0.071 | -| p4040_s | -0.240 0.350 0.015 -0.161 -0.245 -0.012 -0.143 0.016 1.000 -0.553 0.097 -0.018 0.003 -0.011 -0.012 0.000 0.011 0.103 0.005 -0.081 0.012 0.187 0.014 0.052 | -| p4160_p | 0.322 -0.393 0.012 0.212 0.196 -0.007 0.193 -0.164 -0.553 1.000 -0.052 -0.007 -0.143 0.002 -0.040 0.018 -0.008 -0.023 0.032 -0.007 -0.008 -0.106 -0.023 -0.011 | -| bplus_2 | 0.179 0.668 -0.112 -0.124 -0.040 -0.059 -0.267 0.132 0.097 -0.052 1.000 -0.087 -0.014 -0.130 0.108 0.006 0.097 -0.086 0.008 -0.096 0.096 -0.100 -0.203 0.257 | -| phi_s | -0.026 -0.029 -0.011 -0.003 -0.013 0.925 0.005 -0.026 -0.018 -0.007 -0.087 1.000 -0.011 0.051 -0.022 0.000 0.001 -0.019 0.001 -0.007 0.031 -0.004 0.004 -0.065 | -| psi2s_p | -0.114 0.191 -0.008 -0.020 -0.230 -0.010 -0.017 -0.089 0.003 -0.143 -0.014 -0.011 1.000 0.005 -0.036 0.020 -0.013 -0.388 0.022 -0.059 -0.013 0.024 0.024 -0.005 | -| rho_s | -0.024 -0.042 0.213 0.027 -0.006 0.075 0.058 -0.016 -0.011 0.002 -0.130 0.051 0.005 1.000 0.043 -0.000 -0.045 0.003 -0.000 0.025 0.100 0.015 -0.147 0.132 | -| jpsi_p | -0.031 0.246 -0.044 0.018 -0.099 -0.030 0.160 -0.043 -0.012 -0.040 0.108 -0.022 -0.036 0.043 1.000 0.036 -0.097 -0.032 0.048 0.144 -0.097 -0.017 0.030 -0.106 | -| Dbar_s | 0.013 0.007 0.001 0.029 0.014 0.000 0.001 0.003 0.000 0.018 0.006 0.000 0.020 -0.000 0.036 1.000 0.001 0.017 -0.001 0.015 0.001 0.001 -0.001 0.002 | -| omega_s | 0.013 0.023 -0.109 -0.026 -0.000 -0.062 -0.032 0.015 0.011 -0.008 0.097 0.001 -0.013 -0.045 -0.097 0.001 1.000 -0.003 0.001 -0.011 0.965 -0.006 0.087 0.224 | -| p3770_s | -0.015 -0.146 0.042 -0.270 -0.063 -0.013 0.134 0.007 0.103 -0.023 -0.086 -0.019 -0.388 0.003 -0.032 0.017 -0.003 1.000 0.018 -0.058 -0.002 0.021 0.051 0.028 | -| DDstar_s | 0.029 0.003 0.001 0.022 0.020 0.001 0.025 0.008 0.005 0.032 0.008 0.001 0.022 -0.000 0.048 -0.001 0.001 0.018 1.000 0.005 0.001 0.001 -0.003 0.001 | -| Dbar_p | -0.097 -0.304 0.030 0.269 -0.087 -0.005 -0.099 -0.094 -0.081 -0.007 -0.096 -0.007 -0.059 0.025 0.144 0.015 -0.011 -0.058 0.005 1.000 -0.008 0.032 0.171 0.030 | -| omega_p | 0.013 0.024 -0.086 -0.024 -0.001 -0.026 -0.026 0.016 0.012 -0.008 0.096 0.031 -0.013 0.100 -0.097 0.001 0.965 -0.002 0.001 -0.008 1.000 -0.004 0.070 0.244 | -| p4415_s | -0.182 0.198 0.021 -0.073 0.003 -0.003 -0.024 0.324 0.187 -0.106 -0.100 -0.004 0.024 0.015 -0.017 0.001 -0.006 0.021 0.001 0.032 -0.004 1.000 0.125 0.018 | -| bplus_1 | -0.092 -0.156 -0.846 0.099 -0.018 -0.009 0.335 -0.002 0.014 -0.023 -0.203 0.004 0.024 -0.147 0.030 -0.001 0.087 0.051 -0.003 0.171 0.070 0.125 1.000 -0.018 | -| rho_p | 0.051 0.101 0.059 -0.013 0.008 -0.088 0.007 0.071 0.052 -0.011 0.257 -0.065 -0.005 0.132 -0.106 0.002 0.224 0.028 0.001 0.030 0.244 0.018 -0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13711411243235005}), (, {'error': 0.2078416819365535}), (, {'error': 0.022010402500579618}), (, {'error': 0.09397049497787613}), (, {'error': 0.21851856842104378}), (, {'error': 0.5191338517088755}), (, {'error': 0.2899657163283411}), (, {'error': 0.16516250218942163}), (, {'error': 0.17336766621597127}), (, {'error': 0.10471620463118825}), (, {'error': 0.09131690088018707}), (, {'error': 2.0430111702886826}), (, {'error': 0.03190320444130457}), (, {'error': 0.2976791811121133}), (, {'error': 0.02610829324367625}), (, {'error': 0.012185809857814006}), (, {'error': 4.474083050280504}), (, {'error': 0.22713911374329898}), (, {'error': 0.01642137693953047}), (, {'error': 0.26450100840404156}), (, {'error': 0.7858981074236073}), (, {'error': 0.18883710640471818}), (, {'error': 0.04384107742589127}), (, {'error': 0.3340787873567326})]) -Toy 7/25 -Time taken: 30 min, 58 s -Projected time left: 1 h, 19 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=205 (205 total) | -| EDM = 8.53E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297214.91465315816 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.94 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.64 | 0.17 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.453 | 0.009 | | | -2 | 2 | | -| 3 | p3770_p | 3.70 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -1.79 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.43 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.25 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.93 | 0.15 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.30 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.31 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.873 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.589 | 0.029 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 16| omega_s | 7 | 3 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.33 | 0.22 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.29 | 0.03 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -4.21 | 0.28 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 1.1 | 1.7 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.14 | 0.18 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.828 | 0.017 | | | -2 | 2 | | -| 23| rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.072 -0.022 0.124 0.240 -0.007 0.217 -0.182 -0.144 0.328 0.165 -0.027 -0.023 -0.022 0.102 0.012 -0.015 0.066 -0.096 -0.087 -0.014 -0.126 -0.051 0.025 | -| Ctt | -0.072 1.000 -0.057 -0.167 -0.351 -0.017 0.041 0.234 0.231 -0.320 0.583 -0.031 0.155 -0.010 0.159 0.010 0.004 -0.157 -0.001 -0.227 0.004 0.226 -0.095 0.052 | -| bplus_0 | -0.022 -0.057 1.000 0.095 -0.014 -0.035 0.139 0.072 0.059 0.004 -0.152 -0.037 0.058 0.122 0.025 -0.002 0.050 0.090 0.043 0.169 0.056 0.100 -0.599 0.089 | -| p3770_p | 0.124 -0.167 0.095 1.000 0.220 0.004 0.298 -0.033 -0.058 0.261 -0.004 0.001 0.108 0.020 0.213 0.060 0.004 -0.096 -0.050 0.318 0.006 -0.064 0.110 0.007 | -| p4040_p | 0.240 -0.351 -0.014 0.220 1.000 0.007 0.241 0.226 -0.173 0.421 -0.031 0.003 -0.065 -0.007 0.093 0.023 -0.008 -0.004 -0.047 -0.012 -0.008 -0.048 -0.022 -0.011 | -| phi_p | -0.007 -0.017 -0.035 0.004 0.007 1.000 -0.004 -0.017 -0.014 0.005 -0.066 0.444 0.005 -0.175 0.052 -0.001 -0.381 -0.004 -0.002 -0.015 -0.372 -0.009 -0.005 -0.382 | -| DDstar_p | 0.217 0.041 0.139 0.298 0.241 -0.004 1.000 0.022 0.044 0.405 -0.038 0.007 0.248 0.053 0.500 -0.060 0.038 0.296 -0.195 -0.159 0.040 -0.049 0.199 0.035 | -| p4160_s | -0.182 0.234 0.072 -0.033 0.226 -0.017 0.022 1.000 0.186 -0.120 0.109 -0.039 -0.070 -0.007 -0.022 0.002 -0.007 0.022 -0.046 -0.069 -0.006 0.257 0.070 0.045 | -| p4040_s | -0.144 0.231 0.059 -0.058 -0.173 -0.014 0.044 0.186 1.000 -0.379 0.074 -0.038 -0.112 -0.013 -0.036 0.005 -0.013 0.083 -0.077 -0.150 -0.012 0.151 0.062 0.037 | -| p4160_p | 0.328 -0.320 0.004 0.261 0.421 0.005 0.405 -0.120 -0.379 1.000 0.008 -0.004 0.007 -0.006 0.193 0.029 -0.009 0.107 -0.116 -0.018 -0.009 -0.023 -0.003 -0.001 | -| bplus_2 | 0.165 0.583 -0.152 -0.004 -0.031 -0.066 -0.038 0.109 0.074 0.008 1.000 -0.159 -0.030 -0.105 0.063 0.007 -0.052 -0.040 -0.030 0.038 -0.051 -0.041 -0.182 0.176 | -| phi_s | -0.027 -0.031 -0.037 0.001 0.003 0.444 0.007 -0.039 -0.038 -0.004 -0.159 1.000 -0.005 0.043 0.043 -0.001 0.049 -0.026 -0.002 -0.023 0.049 -0.014 -0.015 -0.100 | -| psi2s_p | -0.023 0.155 0.058 0.108 -0.065 0.005 0.248 -0.070 -0.112 0.007 -0.030 -0.005 1.000 0.003 0.112 0.048 -0.013 -0.311 -0.121 -0.018 -0.012 -0.015 0.090 -0.001 | -| rho_s | -0.022 -0.010 0.122 0.020 -0.007 -0.175 0.053 -0.007 -0.013 -0.006 -0.105 0.043 0.003 1.000 0.002 0.000 0.691 -0.006 0.006 0.033 0.736 0.014 -0.054 0.450 | -| jpsi_p | 0.102 0.159 0.025 0.213 0.093 0.052 0.500 -0.022 -0.036 0.193 0.063 0.043 0.112 0.002 1.000 0.063 -0.059 0.125 -0.173 0.198 -0.058 -0.042 0.094 -0.093 | -| Dbar_s | 0.012 0.010 -0.002 0.060 0.023 -0.001 -0.060 0.002 0.005 0.029 0.007 -0.001 0.048 0.000 0.063 1.000 0.003 0.047 0.023 0.086 0.003 0.004 -0.006 0.004 | -| omega_s | -0.015 0.004 0.050 0.004 -0.008 -0.381 0.038 -0.007 -0.013 -0.009 -0.052 0.049 -0.013 0.691 -0.059 0.003 1.000 -0.014 -0.004 0.014 0.993 0.004 -0.024 0.547 | -| p3770_s | 0.066 -0.157 0.090 -0.096 -0.004 -0.004 0.296 0.022 0.083 0.107 -0.040 -0.026 -0.311 -0.006 0.125 0.047 -0.014 1.000 -0.087 -0.024 -0.013 -0.010 0.095 0.019 | -| DDstar_s | -0.096 -0.001 0.043 -0.050 -0.047 -0.002 -0.195 -0.046 -0.077 -0.116 -0.030 -0.002 -0.121 0.006 -0.173 0.023 -0.004 -0.087 1.000 -0.025 -0.004 -0.020 0.068 -0.000 | -| Dbar_p | -0.087 -0.227 0.169 0.318 -0.012 -0.015 -0.159 -0.069 -0.150 -0.018 0.038 -0.023 -0.018 0.033 0.198 0.086 0.014 -0.024 -0.025 1.000 0.016 0.001 0.226 0.050 | -| omega_p | -0.014 0.004 0.056 0.006 -0.008 -0.372 0.040 -0.006 -0.012 -0.009 -0.051 0.049 -0.012 0.736 -0.058 0.003 0.993 -0.013 -0.004 0.016 1.000 0.005 -0.026 0.560 | -| p4415_s | -0.126 0.226 0.100 -0.064 -0.048 -0.009 -0.049 0.257 0.151 -0.023 -0.041 -0.014 -0.015 0.014 -0.042 0.004 0.004 -0.010 -0.020 0.001 0.005 1.000 0.132 0.022 | -| bplus_1 | -0.051 -0.095 -0.599 0.110 -0.022 -0.005 0.199 0.070 0.062 -0.003 -0.182 -0.015 0.090 -0.054 0.094 -0.006 -0.024 0.095 0.068 0.226 -0.026 0.132 1.000 0.018 | -| rho_p | 0.025 0.052 0.089 0.007 -0.011 -0.382 0.035 0.045 0.037 -0.001 0.176 -0.100 -0.001 0.450 -0.093 0.004 0.547 0.019 -0.000 0.050 0.560 0.022 0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17525597330706377}), (, {'error': 0.167833581203488}), (, {'error': 0.0091031394420511}), (, {'error': 0.09586008153798087}), (, {'error': 0.20526920148250882}), (, {'error': 0.14217645842382431}), (, {'error': 0.36008353247181457}), (, {'error': 0.15318553209611596}), (, {'error': 0.15278486041645584}), (, {'error': 0.10150426725758788}), (, {'error': 0.0636915655761191}), (, {'error': 1.0424636435561734}), (, {'error': 0.03048177970850574}), (, {'error': 0.39614650156445674}), (, {'error': 0.028610386125321075}), (, {'error': 0.023634688088362665}), (, {'error': 3.346801209994357}), (, {'error': 0.21738519563077663}), (, {'error': 0.034923081942915046}), (, {'error': 0.27691191017116323}), (, {'error': 1.7368198036496358}), (, {'error': 0.1803596649088705}), (, {'error': 0.017076509583895394}), (, {'error': 0.3452982753124547})]) -Toy 8/25 -Time taken: 33 min, 42 s -Projected time left: 1 h, 11 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1332 (1332 total) | -| EDM = 5.4E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297332.1146038351 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.09 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.030E-1 | 1.735E-1 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 3 | p3770_p | -6.283 | 0.013 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.29 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 4.84 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.59 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.10 | 0.08 | | | -2 | 2 | | -| 11| phi_s | 20.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 2.101 | 0.026 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.622 | 0.024 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.007 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 5.56 | 0.21 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.58 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.08 | 0.20 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.002 -0.075 -0.001 0.124 0.000 -0.089 -0.153 -0.199 0.271 -0.241 -0.049 -0.099 0.037 -0.001 0.005 0.008 0.001 0.010 -0.024 0.023 -0.134 0.125 0.005 | -| Ctt | 0.002 1.000 -0.035 0.008 -0.224 -0.000 -0.096 0.243 0.354 -0.319 -0.676 -0.078 0.100 0.045 0.240 0.008 0.012 -0.001 -0.001 -0.176 0.034 0.184 0.110 0.011 | -| bplus_0 | -0.075 -0.035 1.000 0.000 -0.052 -0.009 -0.006 -0.055 -0.058 -0.016 0.127 0.170 -0.044 -0.438 0.134 0.002 -0.014 0.002 0.003 -0.000 -0.193 -0.004 -0.956 0.063 | -| p3770_p | -0.001 0.008 0.000 1.000 -0.002 0.000 -0.002 0.001 0.000 -0.003 -0.003 -0.000 0.008 -0.000 0.001 -0.000 -0.000 -0.001 -0.000 -0.004 0.000 0.001 0.001 0.000 | -| p4040_p | 0.124 -0.224 -0.052 -0.002 1.000 0.000 0.001 0.355 -0.199 0.153 -0.048 -0.026 -0.239 0.022 -0.067 0.007 0.005 0.003 0.009 -0.026 0.012 0.044 0.065 0.001 | -| phi_p | 0.000 -0.000 -0.009 0.000 0.000 1.000 -0.000 0.001 0.001 -0.001 -0.001 0.213 -0.001 0.016 -0.007 -0.000 -0.005 -0.000 -0.000 -0.001 0.021 0.000 0.008 0.005 | -| DDstar_p | -0.089 -0.096 -0.006 -0.002 0.001 -0.000 1.000 -0.046 -0.112 0.059 0.222 -0.005 -0.023 0.054 0.047 0.004 0.002 0.003 0.015 -0.020 0.020 -0.001 -0.198 -0.009 | -| p4160_s | -0.153 0.243 -0.055 0.001 0.355 0.001 -0.046 1.000 0.033 -0.110 -0.124 -0.050 -0.073 0.045 -0.026 0.001 0.008 -0.001 0.002 -0.041 0.027 0.314 0.020 0.004 | -| p4040_s | -0.199 0.354 -0.058 0.000 -0.199 0.001 -0.112 0.033 1.000 -0.523 -0.079 -0.037 0.035 0.042 -0.016 -0.001 0.005 -0.003 0.000 -0.053 0.023 0.170 0.028 0.001 | -| p4160_p | 0.271 -0.319 -0.016 -0.003 0.153 -0.001 0.059 -0.110 -0.523 1.000 -0.054 -0.012 -0.137 0.002 -0.011 0.009 0.004 0.003 0.019 0.077 0.001 -0.037 0.046 0.002 | -| bplus_2 | -0.241 -0.676 0.127 -0.003 -0.048 -0.001 0.222 -0.124 -0.079 -0.054 1.000 0.170 0.037 -0.100 -0.127 -0.001 -0.027 0.000 0.000 0.062 -0.073 0.119 -0.295 -0.029 | -| phi_s | -0.049 -0.078 0.170 -0.000 -0.026 0.213 -0.005 -0.050 -0.037 -0.012 0.170 1.000 -0.019 -0.075 0.048 0.001 -0.043 0.000 0.001 -0.013 -0.012 -0.006 -0.162 0.020 | -| psi2s_p | -0.099 0.100 -0.044 0.008 -0.239 -0.001 -0.023 -0.073 0.035 -0.137 0.037 -0.019 1.000 0.029 -0.033 0.016 0.006 0.005 0.019 0.129 0.010 0.031 0.004 -0.003 | -| rho_s | 0.037 0.045 -0.438 -0.000 0.022 0.016 0.054 0.045 0.042 0.002 -0.100 -0.075 0.029 1.000 -0.058 -0.002 0.015 -0.001 -0.001 0.022 0.469 0.018 0.397 -0.042 | -| jpsi_p | -0.001 0.240 0.134 0.001 -0.067 -0.007 0.047 -0.026 -0.016 -0.011 -0.127 0.048 -0.033 -0.058 1.000 0.012 0.006 0.002 0.026 0.277 -0.044 -0.024 -0.104 -0.006 | -| Dbar_s | 0.005 0.008 0.002 -0.000 0.007 -0.000 0.004 0.001 -0.001 0.009 -0.001 0.001 0.016 -0.002 0.012 1.000 -0.000 0.000 -0.000 0.006 -0.001 -0.002 0.000 0.000 | -| omega_s | 0.008 0.012 -0.014 -0.000 0.005 -0.005 0.002 0.008 0.005 0.004 -0.027 -0.043 0.006 0.015 0.006 -0.000 1.000 -0.000 -0.000 0.002 -0.623 0.001 0.013 -0.016 | -| p3770_s | 0.001 -0.001 0.002 -0.001 0.003 -0.000 0.003 -0.001 -0.003 0.003 0.000 0.000 0.005 -0.001 0.002 0.000 -0.000 1.000 0.000 0.005 -0.000 -0.001 -0.002 0.000 | -| DDstar_s | 0.010 -0.001 0.003 -0.000 0.009 -0.000 0.015 0.002 0.000 0.019 0.000 0.001 0.019 -0.001 0.026 -0.000 -0.000 0.000 1.000 0.003 -0.000 -0.001 -0.003 0.000 | -| Dbar_p | -0.024 -0.176 -0.000 -0.004 -0.026 -0.001 -0.020 -0.041 -0.053 0.077 0.062 -0.013 0.129 0.022 0.277 0.006 0.002 0.005 0.003 1.000 0.011 0.017 -0.082 -0.001 | -| omega_p | 0.023 0.034 -0.193 0.000 0.012 0.021 0.020 0.027 0.023 0.001 -0.073 -0.012 0.010 0.469 -0.044 -0.001 -0.623 -0.000 -0.000 0.011 1.000 0.008 0.176 -0.046 | -| p4415_s | -0.134 0.184 -0.004 0.001 0.044 0.000 -0.001 0.314 0.170 -0.037 0.119 -0.006 0.031 0.018 -0.024 -0.002 0.001 -0.001 -0.001 0.017 0.008 1.000 -0.080 -0.002 | -| bplus_1 | 0.125 0.110 -0.956 0.001 0.065 0.008 -0.198 0.020 0.028 0.046 -0.295 -0.162 0.004 0.397 -0.104 0.000 0.013 -0.002 -0.003 -0.082 0.176 -0.080 1.000 -0.058 | -| rho_p | 0.005 0.011 0.063 0.000 0.001 0.005 -0.009 0.004 0.001 0.002 -0.029 0.020 -0.003 -0.042 -0.006 0.000 -0.016 0.000 0.000 -0.001 -0.046 -0.002 -0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1970433089333028}), (, {'error': 0.17346929053428106}), (, {'error': 0.03211733870038269}), (, {'error': 0.012995967429703548}), (, {'error': 0.302056595636381}), (, {'error': 0.12081920480575548}), (, {'error': 0.2423543345329806}), (, {'error': 0.17488223828926075}), (, {'error': 0.17489877933005257}), (, {'error': 0.09787749894006659}), (, {'error': 0.07638956790520313}), (, {'error': 0.8869233163044186}), (, {'error': 0.025899002468393384}), (, {'error': 0.4027680113290479}), (, {'error': 0.02408155846285398}), (, {'error': 0.00717237556498751}), (, {'error': 4.109768625057381}), (, {'error': 0.010954217386631715}), (, {'error': 0.011693880599611073}), (, {'error': 0.21008647027719718}), (, {'error': 0.2685913740587602}), (, {'error': 0.1952634493400836}), (, {'error': 0.06233899032215873}), (, {'error': 0.15052638162679743})]) -Toy 9/25 -Time taken: 38 min, 57 s -Projected time left: 1 h, 9 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1594 (1594 total) | -| EDM = 9.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297205.70831042685 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.29 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.23 | 0.06 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.392 | 0.004 | | | -2 | 2 | | -| 3 | p3770_p | -2.65 | 0.07 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.79 | 0.10 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.88 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -0.11 | 0.20 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.26 | 0.10 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.08 | 0.10 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.09 | 0.05 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.196 | 0.029 | | | -2 | 2 | | -| 11| phi_s | 21.2 | 0.7 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.797 | 0.018 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.028 | 1.648 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -4.630 | 0.015 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.6 | 1.5 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.06 | 0.14 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 0.87 | 0.13 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.27 | 0.11 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.745 | 0.005 | | | -2 | 2 | | -| 23| rho_p | -6 | 6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.011 -0.043 0.031 0.067 0.007 -0.087 -0.083 -0.055 0.110 -0.069 -0.018 -0.015 0.032 0.012 0.033 -0.030 0.019 -0.036 0.045 0.029 -0.042 -0.034 -0.032 | -| Ctt | 0.011 1.000 0.029 -0.038 -0.107 -0.004 -0.041 0.105 0.109 -0.102 -0.190 0.023 0.123 -0.033 -0.103 0.045 0.031 -0.032 0.023 0.157 -0.032 0.118 0.021 0.033 | -| bplus_0 | -0.043 0.029 1.000 0.049 0.022 -0.115 0.009 -0.088 -0.085 0.031 0.282 0.341 -0.039 -0.723 -0.081 0.128 0.668 0.001 -0.142 0.138 -0.651 -0.089 0.103 0.721 | -| p3770_p | 0.031 -0.038 0.049 1.000 0.074 -0.009 -0.081 0.002 0.013 0.072 0.014 0.028 0.027 -0.057 0.010 -0.125 0.053 -0.090 0.036 0.018 -0.052 -0.021 0.026 0.057 | -| p4040_p | 0.067 -0.107 0.022 0.074 1.000 -0.001 -0.120 0.179 -0.030 0.040 -0.027 0.004 -0.047 -0.013 0.021 -0.001 0.012 -0.024 0.009 0.108 -0.012 0.029 0.025 0.013 | -| phi_p | 0.007 -0.004 -0.115 -0.009 -0.001 1.000 -0.003 0.008 0.009 -0.001 -0.088 0.112 0.004 0.160 0.009 -0.012 -0.155 -0.002 0.011 -0.010 0.133 0.005 -0.061 -0.161 | -| DDstar_p | -0.087 -0.041 0.009 -0.081 -0.120 -0.003 1.000 -0.008 -0.065 -0.193 -0.039 -0.010 -0.134 0.008 -0.199 -0.091 -0.009 -0.122 0.035 0.163 0.007 0.044 0.021 -0.008 | -| p4160_s | -0.083 0.105 -0.088 0.002 0.179 0.008 -0.008 1.000 -0.046 -0.035 -0.048 -0.024 -0.037 0.041 -0.015 0.049 -0.039 0.020 -0.054 0.009 0.038 0.093 -0.094 -0.041 | -| p4040_s | -0.055 0.109 -0.085 0.013 -0.030 0.009 -0.065 -0.046 1.000 -0.181 -0.032 -0.026 -0.031 0.045 0.014 0.048 -0.042 0.061 -0.062 0.030 0.041 0.032 -0.086 -0.045 | -| p4160_p | 0.110 -0.102 0.031 0.072 0.040 -0.001 -0.193 -0.035 -0.181 1.000 -0.036 0.005 -0.003 -0.015 0.051 -0.017 0.014 0.019 0.011 0.090 -0.013 0.062 0.035 0.015 | -| bplus_2 | -0.069 -0.190 0.282 0.014 -0.027 -0.088 -0.039 -0.048 -0.032 -0.036 1.000 0.266 0.010 -0.501 -0.028 0.087 0.467 -0.011 -0.066 0.160 -0.461 0.029 0.081 0.499 | -| phi_s | -0.018 0.023 0.341 0.028 0.004 0.112 -0.010 -0.024 -0.026 0.005 0.266 1.000 -0.013 -0.444 -0.037 0.021 0.411 0.007 -0.028 0.026 -0.396 -0.015 0.186 0.443 | -| psi2s_p | -0.015 0.123 -0.039 0.027 -0.047 0.004 -0.134 -0.037 -0.031 -0.003 0.010 -0.013 1.000 0.021 0.078 -0.021 -0.020 -0.167 -0.030 0.092 0.019 -0.013 -0.041 -0.021 | -| rho_s | 0.032 -0.033 -0.723 -0.057 -0.013 0.160 0.008 0.041 0.045 -0.015 -0.501 -0.444 0.021 1.000 0.050 -0.054 -0.923 -0.027 0.068 -0.064 0.897 0.030 -0.379 -0.997 | -| jpsi_p | 0.012 -0.103 -0.081 0.010 0.021 0.009 -0.199 -0.015 0.014 0.051 -0.028 -0.037 0.078 0.050 1.000 -0.040 -0.049 0.053 -0.046 0.123 0.045 -0.027 -0.071 -0.050 | -| Dbar_s | 0.033 0.045 0.128 -0.125 -0.001 -0.012 -0.091 0.049 0.048 -0.017 0.087 0.021 -0.021 -0.054 -0.040 1.000 0.050 -0.022 0.079 0.005 -0.047 0.022 0.142 0.054 | -| omega_s | -0.030 0.031 0.668 0.053 0.012 -0.155 -0.009 -0.039 -0.042 0.014 0.467 0.411 -0.020 -0.923 -0.049 0.050 1.000 0.024 -0.063 0.059 -0.756 -0.028 0.351 0.921 | -| p3770_s | 0.019 -0.032 0.001 -0.090 -0.024 -0.002 -0.122 0.020 0.061 0.019 -0.011 0.007 -0.167 -0.027 0.053 -0.022 0.024 1.000 0.000 0.132 -0.024 0.002 -0.017 0.027 | -| DDstar_s | -0.036 0.023 -0.142 0.036 0.009 0.011 0.035 -0.054 -0.062 0.011 -0.066 -0.028 -0.030 0.068 -0.046 0.079 -0.063 0.000 1.000 0.078 0.060 -0.052 -0.154 -0.068 | -| Dbar_p | 0.045 0.157 0.138 0.018 0.108 -0.010 0.163 0.009 0.030 0.090 0.160 0.026 0.092 -0.064 0.123 0.005 0.059 0.132 0.078 1.000 -0.054 -0.014 0.150 0.064 | -| omega_p | 0.029 -0.032 -0.651 -0.052 -0.012 0.133 0.007 0.038 0.041 -0.013 -0.461 -0.396 0.019 0.897 0.045 -0.047 -0.756 -0.024 0.060 -0.054 1.000 0.027 -0.345 -0.895 | -| p4415_s | -0.042 0.118 -0.089 -0.021 0.029 0.005 0.044 0.093 0.032 0.062 0.029 -0.015 -0.013 0.030 -0.027 0.022 -0.028 0.002 -0.052 -0.014 0.027 1.000 -0.105 -0.030 | -| bplus_1 | -0.034 0.021 0.103 0.026 0.025 -0.061 0.021 -0.094 -0.086 0.035 0.081 0.186 -0.041 -0.379 -0.071 0.142 0.351 -0.017 -0.154 0.150 -0.345 -0.105 1.000 0.377 | -| rho_p | -0.032 0.033 0.721 0.057 0.013 -0.161 -0.008 -0.041 -0.045 0.015 0.499 0.443 -0.021 -0.997 -0.050 0.054 0.921 0.027 -0.068 0.064 -0.895 -0.030 0.377 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1058612347328054}), (, {'error': 0.06381143282267487}), (, {'error': 0.0037908745874476457}), (, {'error': 0.065200533081063}), (, {'error': 0.09871081094716594}), (, {'error': 0.08537975491005234}), (, {'error': 0.19980254224107208}), (, {'error': 0.09642205384507863}), (, {'error': 0.09550281573166375}), (, {'error': 0.05405701636998206}), (, {'error': 0.028608879387199915}), (, {'error': 0.6907341231559894}), (, {'error': 0.018474190769596888}), (, {'error': 1.6479502621910669}), (, {'error': 0.014681715715454402}), (, {'error': 0.05805024072506082}), (, {'error': 1.5327123111469927}), (, {'error': 0.1387994828775061}), (, {'error': 0.03214325447373492}), (, {'error': 0.1321461314371546}), (, {'error': 0.32480720947444564}), (, {'error': 0.11499972991276186}), (, {'error': 0.005430079728365955}), (, {'error': 6.289638250904838})]) -Toy 10/25 -Time taken: 45 min, 1 -Projected time left: 1 h, 7 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1635 (1635 total) | -| EDM = 2.77E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297278.85526323196 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.53 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.19 | 0.20 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.448 | 0.013 | | | -2 | 2 | | -| 3 | p3770_p | 3.45 | 0.19 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.98 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -5.4 | 1.0 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.84 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.29 | 0.19 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.47 | 0.19 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 11| phi_s | 16.9 | 1.7 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 1.58 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.55 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 1.9 | 0.3 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -5.6 | 0.9 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.94 | 0.20 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.868 | 0.031 | | | -2 | 2 | | -| 23| rho_p | 6.28 | 0.29 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.160 0.094 0.252 0.342 0.007 0.219 -0.228 -0.314 0.431 -0.060 0.002 0.183 0.038 0.301 0.266 -0.013 0.281 0.283 0.341 0.003 -0.248 0.103 -0.008 | -| Ctt | 0.160 1.000 0.162 0.223 0.332 0.017 0.491 0.032 -0.089 0.272 0.048 0.012 0.469 0.079 0.150 0.571 -0.026 0.379 0.302 0.616 0.010 -0.076 0.208 -0.008 | -| bplus_0 | 0.094 0.162 1.000 0.429 0.369 0.020 0.607 -0.183 -0.291 0.409 -0.424 0.017 0.209 0.280 0.291 0.373 -0.082 0.381 0.608 0.360 0.044 -0.180 0.231 0.016 | -| p3770_p | 0.252 0.223 0.429 1.000 0.567 0.022 0.647 -0.257 -0.444 0.609 -0.404 0.028 0.329 0.162 0.420 0.414 -0.044 0.384 0.659 0.547 0.027 -0.330 0.519 0.027 | -| p4040_p | 0.342 0.332 0.369 0.567 1.000 0.023 0.651 -0.039 -0.517 0.655 -0.427 0.026 0.357 0.134 0.556 0.594 -0.036 0.591 0.663 0.728 0.020 -0.286 0.446 0.021 | -| phi_p | 0.007 0.017 0.020 0.022 0.023 1.000 0.031 -0.015 -0.020 0.026 -0.039 0.886 0.016 0.010 -0.002 0.027 -0.059 0.023 0.033 0.033 -0.017 -0.014 0.020 0.014 | -| DDstar_p | 0.219 0.491 0.607 0.647 0.651 0.031 1.000 -0.363 -0.565 0.710 -0.609 0.039 0.413 0.233 0.457 0.787 -0.062 0.676 0.833 0.826 0.038 -0.422 0.747 0.035 | -| p4160_s | -0.228 0.032 -0.183 -0.257 -0.039 -0.015 -0.363 1.000 0.187 -0.339 0.264 -0.028 -0.160 -0.068 -0.198 -0.234 0.012 -0.206 -0.332 -0.261 -0.013 0.401 -0.249 -0.034 | -| p4040_s | -0.314 -0.089 -0.291 -0.444 -0.517 -0.020 -0.565 0.187 1.000 -0.668 0.360 -0.030 -0.231 -0.109 -0.332 -0.437 0.025 -0.346 -0.510 -0.506 -0.019 0.347 -0.372 -0.032 | -| p4160_p | 0.431 0.272 0.409 0.609 0.655 0.026 0.710 -0.339 -0.668 1.000 -0.452 0.031 0.397 0.152 0.587 0.608 -0.040 0.611 0.751 0.727 0.024 -0.353 0.500 0.027 | -| bplus_2 | -0.060 0.048 -0.424 -0.404 -0.427 -0.039 -0.609 0.264 0.360 -0.452 1.000 -0.083 -0.285 -0.108 -0.430 -0.487 0.003 -0.464 -0.563 -0.543 -0.029 0.188 -0.566 -0.128 | -| phi_s | 0.002 0.012 0.017 0.028 0.026 0.886 0.039 -0.028 -0.030 0.031 -0.083 1.000 0.020 0.005 -0.003 0.038 -0.035 0.026 0.039 0.045 -0.029 -0.019 0.024 -0.003 | -| psi2s_p | 0.183 0.469 0.209 0.329 0.357 0.016 0.413 -0.160 -0.231 0.397 -0.285 0.020 1.000 0.074 0.448 0.405 -0.018 0.257 0.410 0.556 0.012 -0.192 0.262 0.019 | -| rho_s | 0.038 0.079 0.280 0.162 0.134 0.010 0.233 -0.068 -0.109 0.152 -0.108 0.005 0.074 1.000 0.095 0.136 -0.361 0.136 0.237 0.126 0.153 -0.072 0.182 -0.205 | -| jpsi_p | 0.301 0.150 0.291 0.420 0.556 -0.002 0.457 -0.198 -0.332 0.587 -0.430 -0.003 0.448 0.095 1.000 0.395 -0.030 0.560 0.557 0.612 0.018 -0.286 0.343 0.020 | -| Dbar_s | 0.266 0.571 0.373 0.414 0.594 0.027 0.787 -0.234 -0.437 0.608 -0.487 0.038 0.405 0.136 0.395 1.000 -0.031 0.615 0.688 0.786 0.022 -0.353 0.473 0.037 | -| omega_s | -0.013 -0.026 -0.082 -0.044 -0.036 -0.059 -0.062 0.012 0.025 -0.040 0.003 -0.035 -0.018 -0.361 -0.030 -0.031 1.000 -0.036 -0.065 -0.026 -0.462 0.017 -0.049 -0.144 | -| p3770_s | 0.281 0.379 0.381 0.384 0.591 0.023 0.676 -0.206 -0.346 0.611 -0.464 0.026 0.257 0.136 0.560 0.615 -0.036 1.000 0.629 0.753 0.020 -0.310 0.458 0.022 | -| DDstar_s | 0.283 0.302 0.608 0.659 0.663 0.033 0.833 -0.332 -0.510 0.751 -0.563 0.039 0.410 0.237 0.557 0.688 -0.065 0.629 1.000 0.629 0.038 -0.398 0.748 0.031 | -| Dbar_p | 0.341 0.616 0.360 0.547 0.728 0.033 0.826 -0.261 -0.506 0.727 -0.543 0.045 0.556 0.126 0.612 0.786 -0.026 0.753 0.629 1.000 0.019 -0.390 0.460 0.039 | -| omega_p | 0.003 0.010 0.044 0.027 0.020 -0.017 0.038 -0.013 -0.019 0.024 -0.029 -0.029 0.012 0.153 0.018 0.022 -0.462 0.020 0.038 0.019 1.000 -0.011 0.027 -0.021 | -| p4415_s | -0.248 -0.076 -0.180 -0.330 -0.286 -0.014 -0.422 0.401 0.347 -0.353 0.188 -0.019 -0.192 -0.072 -0.286 -0.353 0.017 -0.310 -0.398 -0.390 -0.011 1.000 -0.231 -0.016 | -| bplus_1 | 0.103 0.208 0.231 0.519 0.446 0.020 0.747 -0.249 -0.372 0.500 -0.566 0.024 0.262 0.182 0.343 0.473 -0.049 0.458 0.748 0.460 0.027 -0.231 1.000 0.009 | -| rho_p | -0.008 -0.008 0.016 0.027 0.021 0.014 0.035 -0.034 -0.032 0.027 -0.128 -0.003 0.019 -0.205 0.020 0.037 -0.144 0.022 0.031 0.039 -0.021 -0.016 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.228208306886448}), (, {'error': 0.1964755538275097}), (, {'error': 0.012580017748123673}), (, {'error': 0.19081815026227478}), (, {'error': 0.21000470731547538}), (, {'error': 0.4007861192149278}), (, {'error': 0.9928380862095261}), (, {'error': 0.17218856764279367}), (, {'error': 0.19433556421779508}), (, {'error': 0.18662983534697308}), (, {'error': 0.08015002408936323}), (, {'error': 1.6563374480446251}), (, {'error': 0.03744851452281939}), (, {'error': 0.33138179453311656}), (, {'error': 0.03489402072378134}), (, {'error': 0.5530872532555765}), (, {'error': 0.9448475960586928}), (, {'error': 0.34797658565623824}), (, {'error': 0.4461085534614027}), (, {'error': 0.9494127677243842}), (, {'error': 0.561015965800415}), (, {'error': 0.20443938072220186}), (, {'error': 0.03133410006550552}), (, {'error': 0.28991572737850024})]) -Toy 11/25 -Time taken: 51 min, 10 s -Projected time left: 1 h, 5 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=254 (254 total) | -| EDM = 4.7E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297117.4855416946 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.15 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -1.05 | 0.04 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.418 | 0.002 | | | -2 | 2 | | -| 3 | p3770_p | -2.47 | 0.04 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -0.18 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.33 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.18 | 0.06 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.005 | 0.006 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -1.76 | 0.03 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.422 | 0.017 | | | -2 | 2 | | -| 11| phi_s | 16.0 | 0.4 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.920 | 0.012 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.027 | 1.145 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.610 | 0.010 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 2.994E-1 | 0.024E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.9 | 0.5 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.05 | 0.08 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -2.995E-1 | 0.024E-1 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 5.40 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.58 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.09 | 0.07 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.773 | 0.003 | | | -2 | 2 | | -| 23| rho_p | 1.4 | 7.8 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.007 0.002 0.010 0.000 -0.001 -0.012 -0.038 0.004 0.040 0.008 -0.007 -0.019 -0.035 0.007 -0.000 0.020 0.000 0.009 -0.018 -0.024 -0.007 0.007 0.035 | -| Ctt | 0.007 1.000 -0.115 -0.011 0.000 -0.009 0.055 0.045 -0.008 -0.077 -0.033 -0.040 0.011 -0.218 0.065 -0.000 0.124 -0.048 -0.010 -0.002 -0.151 0.070 -0.096 0.218 | -| bplus_0 | 0.002 -0.115 1.000 -0.025 0.000 0.016 -0.021 0.011 -0.002 -0.018 0.288 0.114 0.019 0.573 -0.059 -0.001 -0.320 -0.012 0.008 -0.035 0.392 0.012 0.165 -0.574 | -| p3770_p | 0.010 -0.011 -0.025 1.000 -0.000 -0.002 0.049 0.007 0.001 0.020 -0.020 -0.007 0.006 -0.035 -0.004 -0.000 0.019 -0.043 -0.002 0.063 -0.024 -0.003 -0.024 0.035 | -| p4040_p | 0.000 0.000 0.000 -0.000 1.000 0.000 -0.000 -0.000 -0.011 0.000 -0.000 0.000 0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 -0.000 -0.000 | -| phi_p | -0.001 -0.009 0.016 -0.002 0.000 1.000 -0.006 -0.002 -0.000 -0.001 0.021 0.159 -0.001 0.008 -0.006 -0.000 -0.014 -0.002 0.002 -0.006 0.008 -0.001 0.015 -0.008 | -| DDstar_p | -0.012 0.055 -0.021 0.049 -0.000 -0.006 1.000 -0.029 0.004 0.050 -0.080 -0.035 0.004 -0.181 0.078 0.000 0.103 0.033 0.006 -0.055 -0.124 -0.036 0.010 0.181 | -| p4160_s | -0.038 0.045 0.011 0.007 -0.000 -0.002 -0.029 1.000 0.009 -0.004 -0.009 -0.011 -0.028 -0.051 0.003 -0.000 0.028 0.007 0.011 -0.022 -0.035 0.035 0.020 0.051 | -| p4040_s | 0.004 -0.008 -0.002 0.001 -0.011 -0.000 0.004 0.009 1.000 0.002 0.001 0.000 -0.000 0.001 0.000 -0.000 -0.000 -0.003 -0.001 0.001 0.001 0.001 -0.003 -0.001 | -| p4160_p | 0.040 -0.077 -0.018 0.020 0.000 -0.001 0.050 -0.004 0.002 1.000 0.021 -0.003 -0.014 -0.012 0.009 -0.001 0.007 -0.013 0.005 0.004 -0.009 0.035 -0.021 0.012 | -| bplus_2 | 0.008 -0.033 0.288 -0.020 -0.000 0.021 -0.080 -0.009 0.001 0.021 1.000 0.113 -0.004 0.602 -0.053 -0.001 -0.340 -0.009 0.019 -0.059 0.415 -0.044 0.222 -0.602 | -| phi_s | -0.007 -0.040 0.114 -0.007 0.000 0.159 -0.035 -0.011 0.000 -0.003 0.113 1.000 -0.004 0.217 -0.006 -0.000 -0.118 -0.013 0.008 -0.037 0.149 -0.009 0.091 -0.217 | -| psi2s_p | -0.019 0.011 0.019 0.006 0.000 -0.001 0.004 -0.028 -0.000 -0.014 -0.004 -0.004 1.000 -0.015 -0.006 -0.001 0.008 -0.091 0.018 -0.004 -0.011 -0.009 0.024 0.015 | -| rho_s | -0.035 -0.218 0.573 -0.035 0.000 0.008 -0.181 -0.051 0.001 -0.012 0.602 0.217 -0.015 1.000 -0.041 -0.002 -0.554 -0.060 0.044 -0.193 0.680 -0.043 0.468 -0.999 | -| jpsi_p | 0.007 0.065 -0.059 -0.004 -0.000 -0.006 0.078 0.003 0.000 0.009 -0.053 -0.006 -0.006 -0.041 1.000 -0.000 0.023 0.012 0.003 0.089 -0.031 -0.001 -0.055 0.041 | -| Dbar_s | -0.000 -0.000 -0.001 -0.000 0.000 -0.000 0.000 -0.000 -0.000 -0.001 -0.001 -0.000 -0.001 -0.002 -0.000 1.000 0.001 -0.001 0.000 0.000 -0.001 0.000 -0.000 0.002 | -| omega_s | 0.020 0.124 -0.320 0.019 -0.000 -0.014 0.103 0.028 -0.000 0.007 -0.340 -0.118 0.008 -0.554 0.023 0.001 1.000 0.033 -0.025 0.109 -0.248 0.024 -0.263 0.555 | -| p3770_s | 0.000 -0.048 -0.012 -0.043 0.000 -0.002 0.033 0.007 -0.003 -0.013 -0.009 -0.013 -0.091 -0.060 0.012 -0.001 0.033 1.000 0.009 0.008 -0.042 0.005 -0.005 0.060 | -| DDstar_s | 0.009 -0.010 0.008 -0.002 -0.000 0.002 0.006 0.011 -0.001 0.005 0.019 0.008 0.018 0.044 0.003 0.000 -0.025 0.009 1.000 0.003 0.030 0.006 0.001 -0.044 | -| Dbar_p | -0.018 -0.002 -0.035 0.063 0.000 -0.006 -0.055 -0.022 0.001 0.004 -0.059 -0.037 -0.004 -0.193 0.089 0.000 0.109 0.008 0.003 1.000 -0.132 -0.003 -0.007 0.192 | -| omega_p | -0.024 -0.151 0.392 -0.024 0.000 0.008 -0.124 -0.035 0.001 -0.009 0.415 0.149 -0.011 0.680 -0.031 -0.001 -0.248 -0.042 0.030 -0.132 1.000 -0.030 0.321 -0.682 | -| p4415_s | -0.007 0.070 0.012 -0.003 -0.000 -0.001 -0.036 0.035 0.001 0.035 -0.044 -0.009 -0.009 -0.043 -0.001 0.000 0.024 0.005 0.006 -0.003 -0.030 1.000 0.024 0.043 | -| bplus_1 | 0.007 -0.096 0.165 -0.024 -0.000 0.015 0.010 0.020 -0.003 -0.021 0.222 0.091 0.024 0.468 -0.055 -0.000 -0.263 -0.005 0.001 -0.007 0.321 0.024 1.000 -0.468 | -| rho_p | 0.035 0.218 -0.574 0.035 -0.000 -0.008 0.181 0.051 -0.001 0.012 -0.602 -0.217 0.015 -0.999 0.041 0.002 0.555 0.060 -0.044 0.192 -0.682 0.043 -0.468 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07381231476274586}), (, {'error': 0.041929771004439176}), (, {'error': 0.00174356685716881}), (, {'error': 0.04045881859930467}), (, {'error': 0.336842671716131}), (, {'error': 0.09027870388642434}), (, {'error': 0.05975008464165121}), (, {'error': 0.05514353783883941}), (, {'error': 0.006480061586715713}), (, {'error': 0.033001344291737844}), (, {'error': 0.016964288156907092}), (, {'error': 0.36753428210338246}), (, {'error': 0.011602547347078662}), (, {'error': 1.1453286806640923}), (, {'error': 0.009738224252563654}), (, {'error': 0.00240163830714224}), (, {'error': 0.4996630296382021}), (, {'error': 0.07791205441570526}), (, {'error': 0.0023671710028705106}), (, {'error': 0.06268612988114963}), (, {'error': 0.13274771883424963}), (, {'error': 0.06870474591566733}), (, {'error': 0.0029728338200197824}), (, {'error': 7.802947015054144})]) -Toy 12/25 -Time taken: 54 min, 19 s -Projected time left: 58 min, 43 s -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1393 (1393 total) | -| EDM = 0.00671 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297183.6770388492 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.12 | 0.17 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.79 | 0.21 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.50 | 0.04 | | | -2 | 2 | | -| 3 | p3770_p | -2.51 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 4.01 | 0.25 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 5.91 | 0.20 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.22 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.72 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.34 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.27 | 0.10 | | | -2 | 2 | | -| 11| phi_s | 17.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.873 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.653 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.2 | 1.7 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.11 | 0.23 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.93 | 0.07 | | | -2 | 2 | | -| 23| rho_p | -0.24 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.009 0.015 0.030 0.153 0.003 -0.152 -0.122 -0.179 0.291 -0.231 -0.017 -0.079 -0.012 -0.013 0.017 0.016 -0.016 0.028 -0.074 0.012 -0.156 0.086 0.058 | -| Ctt | -0.009 1.000 0.058 -0.242 -0.255 0.002 -0.037 0.249 0.351 -0.370 -0.663 -0.039 0.199 -0.012 0.214 0.002 0.023 -0.160 -0.009 -0.330 0.020 0.201 0.062 0.113 | -| bplus_0 | 0.015 0.058 1.000 0.002 -0.005 -0.034 -0.157 -0.025 -0.028 0.017 -0.211 0.084 -0.012 -0.300 0.077 0.000 0.171 -0.027 -0.006 -0.077 0.087 -0.047 -0.916 0.094 | -| p3770_p | 0.030 -0.242 0.002 1.000 0.142 -0.003 0.167 -0.060 -0.170 0.188 0.087 -0.002 0.010 0.012 0.060 0.045 -0.013 -0.220 0.040 0.350 -0.010 -0.065 -0.094 -0.018 | -| p4040_p | 0.153 -0.255 -0.005 0.142 1.000 -0.000 0.006 0.320 -0.215 0.198 0.008 -0.004 -0.212 -0.005 -0.097 0.025 0.002 -0.058 0.032 -0.070 0.001 -0.002 0.034 0.008 | -| phi_p | 0.003 0.002 -0.034 -0.003 -0.000 1.000 0.006 0.007 0.006 -0.003 -0.017 0.551 -0.002 0.051 -0.028 0.001 -0.034 0.002 0.001 0.009 -0.020 0.004 0.025 0.097 | -| DDstar_p | -0.152 -0.037 -0.157 0.167 0.006 0.006 1.000 -0.089 -0.172 0.039 0.291 -0.017 -0.118 0.096 -0.049 0.009 -0.055 0.075 0.062 -0.171 -0.031 -0.018 -0.138 -0.032 | -| p4160_s | -0.122 0.249 -0.025 -0.060 0.320 0.007 -0.089 1.000 0.037 -0.124 -0.160 -0.028 -0.065 0.015 -0.022 0.001 0.006 0.006 0.003 -0.076 0.009 0.320 0.024 0.070 | -| p4040_s | -0.179 0.351 -0.028 -0.170 -0.215 0.006 -0.172 0.037 1.000 -0.528 -0.127 -0.021 0.007 0.012 -0.007 -0.005 0.005 0.091 -0.006 -0.090 0.007 0.186 0.040 0.052 | -| p4160_p | 0.291 -0.370 0.017 0.188 0.198 -0.003 0.039 -0.124 -0.528 1.000 0.014 0.003 -0.143 -0.012 -0.047 0.038 0.002 -0.021 0.059 0.033 -0.001 -0.091 0.020 -0.006 | -| bplus_2 | -0.231 -0.663 -0.211 0.087 0.008 -0.017 0.291 -0.160 -0.127 0.014 1.000 0.067 -0.036 0.047 -0.167 0.003 -0.085 0.077 0.017 0.068 -0.065 0.078 -0.024 -0.289 | -| phi_s | -0.017 -0.039 0.084 -0.002 -0.004 0.551 -0.017 -0.028 -0.021 0.003 0.067 1.000 -0.006 0.012 0.006 -0.000 0.053 -0.014 -0.000 -0.019 0.038 -0.011 -0.077 0.108 | -| psi2s_p | -0.079 0.199 -0.012 0.010 -0.212 -0.002 -0.118 -0.065 0.007 -0.143 -0.036 -0.006 1.000 0.004 -0.007 0.037 -0.006 -0.459 0.030 0.006 -0.004 0.032 0.028 0.002 | -| rho_s | -0.012 -0.012 -0.300 0.012 -0.005 0.051 0.096 0.015 0.012 -0.012 0.047 0.012 0.004 1.000 -0.018 0.001 -0.284 0.012 0.005 0.048 -0.059 0.027 0.243 0.200 | -| jpsi_p | -0.013 0.214 0.077 0.060 -0.097 -0.028 -0.049 -0.022 -0.007 -0.047 -0.167 0.006 -0.007 -0.018 1.000 0.063 -0.035 -0.064 0.072 0.280 -0.035 -0.002 -0.046 -0.087 | -| Dbar_s | 0.017 0.002 0.000 0.045 0.025 0.001 0.009 0.001 -0.005 0.038 0.003 -0.000 0.037 0.001 0.063 1.000 0.000 0.040 -0.002 0.031 0.001 -0.002 -0.004 0.001 | -| omega_s | 0.016 0.023 0.171 -0.013 0.002 -0.034 -0.055 0.006 0.005 0.002 -0.085 0.053 -0.006 -0.284 -0.035 0.000 1.000 -0.005 -0.003 -0.020 0.841 -0.012 -0.147 0.227 | -| p3770_s | -0.016 -0.160 -0.027 -0.220 -0.058 0.002 0.075 0.006 0.091 -0.021 0.077 -0.014 -0.459 0.012 -0.064 0.040 -0.005 1.000 0.041 -0.021 -0.002 0.013 -0.023 0.020 | -| DDstar_s | 0.028 -0.009 -0.006 0.040 0.032 0.001 0.062 0.003 -0.006 0.059 0.017 -0.000 0.030 0.005 0.072 -0.002 -0.003 0.041 1.000 -0.007 -0.001 -0.004 -0.012 -0.002 | -| Dbar_p | -0.074 -0.330 -0.077 0.350 -0.070 0.009 -0.171 -0.076 -0.090 0.033 0.068 -0.019 0.006 0.048 0.280 0.031 -0.020 -0.021 -0.007 1.000 -0.007 0.042 -0.057 0.019 | -| omega_p | 0.012 0.020 0.087 -0.010 0.001 -0.020 -0.031 0.009 0.007 -0.001 -0.065 0.038 -0.004 -0.059 -0.035 0.001 0.841 -0.002 -0.001 -0.007 1.000 -0.005 -0.075 0.114 | -| p4415_s | -0.156 0.201 -0.047 -0.065 -0.002 0.004 -0.018 0.320 0.186 -0.091 0.078 -0.011 0.032 0.027 -0.002 -0.002 -0.012 0.013 -0.004 0.042 -0.005 1.000 -0.045 0.008 | -| bplus_1 | 0.086 0.062 -0.916 -0.094 0.034 0.025 -0.138 0.024 0.040 0.020 -0.024 -0.077 0.028 0.243 -0.046 -0.004 -0.147 -0.023 -0.012 -0.057 -0.075 -0.045 1.000 -0.093 | -| rho_p | 0.058 0.113 0.094 -0.018 0.008 0.097 -0.032 0.070 0.052 -0.006 -0.289 0.108 0.002 0.200 -0.087 0.001 0.227 0.020 -0.002 0.019 0.114 0.008 -0.093 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16877406759352453}), (, {'error': 0.20649623870371547}), (, {'error': 0.03683828996538008}), (, {'error': 0.1066956070838887}), (, {'error': 0.2546488368455133}), (, {'error': 0.19659764703548532}), (, {'error': 0.35335852055741857}), (, {'error': 0.16792496981700644}), (, {'error': 0.1752223556506049}), (, {'error': 0.0995341570603987}), (, {'error': 0.09898763731704951}), (, {'error': 1.0092116542620264}), (, {'error': 0.03106595873744311}), (, {'error': 0.3251254849286934}), (, {'error': 0.024731186844121567}), (, {'error': 0.024818471535309417}), (, {'error': 1.7369934076618696}), (, {'error': 0.22830037971100525}), (, {'error': 0.03304748300589683}), (, {'error': 0.34034480102716236}), (, {'error': 0.416618354582615}), (, {'error': 0.19217556787184265}), (, {'error': 0.06855969668285988}), (, {'error': 0.2770992336145852})]) -Toy 13/25 -Time taken: 59 min, 58 s -Projected time left: 55 min, 12 s -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=233 (233 total) | -| EDM = 4.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297501.01378310384 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -0.8 | 7.3 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.40 | 0.11 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.452 | 0.004 | | | -2 | 2 | | -| 3 | p3770_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -4.8 | 2.7 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.72 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 1.80 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.64 | 0.07 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.005 | 0.006 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.03 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.193 | 0.021 | | | -2 | 2 | | -| 11| phi_s | 22.1 | 0.4 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 2.091 | 0.013 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.64 | 0.14 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.624 | 0.010 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 3.000E-1 | 0.018E-1 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.0 | 0.4 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 0.919 | 0.003 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -2.998E-1 | 0.026E-1 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 5.32 | 0.08 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.11 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.13 | 2.16 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.863 | 0.008 | | | -2 | 2 | | -| 23| rho_p | -6.26 | 0.03 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.918 0.882 0.002 0.181 -0.014 0.904 -0.470 0.081 -0.894 -0.517 -0.003 0.387 0.040 0.115 -0.004 0.001 0.005 -0.114 0.501 0.017 -0.999 0.884 0.046 | -| Ctt | -0.918 1.000 -0.811 -0.001 -0.158 0.012 -0.827 0.453 -0.073 0.807 0.423 0.007 -0.346 -0.037 -0.077 0.005 0.001 -0.004 0.104 -0.483 -0.017 0.917 -0.813 -0.046 | -| bplus_0 | 0.882 -0.811 1.000 0.002 0.156 -0.014 0.768 -0.439 0.072 -0.787 -0.497 0.008 0.327 0.026 0.123 -0.002 0.004 0.004 -0.097 0.399 0.012 -0.881 0.742 0.034 | -| p3770_p | 0.002 -0.001 0.002 1.000 0.000 -0.000 0.002 -0.001 0.000 -0.002 -0.001 0.000 0.003 0.000 0.000 -0.000 0.000 -0.001 -0.000 0.001 0.000 -0.002 0.002 0.000 | -| p4040_p | 0.181 -0.158 0.156 0.000 1.000 -0.002 0.159 -0.105 0.183 -0.165 -0.090 -0.001 0.073 0.007 0.019 -0.001 0.000 0.001 -0.021 0.090 0.003 -0.181 0.157 0.008 | -| phi_p | -0.014 0.012 -0.014 -0.000 -0.002 1.000 -0.012 0.007 -0.001 0.012 -0.000 0.128 -0.006 0.005 -0.007 0.000 -0.006 -0.000 0.002 -0.006 -0.006 0.014 -0.013 -0.027 | -| DDstar_p | 0.904 -0.827 0.768 0.002 0.159 -0.012 1.000 -0.447 0.074 -0.804 -0.488 0.001 0.338 0.035 0.126 -0.002 0.002 0.005 -0.099 0.417 0.013 -0.903 0.770 0.037 | -| p4160_s | -0.470 0.453 -0.439 -0.001 -0.105 0.007 -0.447 1.000 -0.043 0.417 0.226 0.001 -0.201 -0.021 -0.057 0.002 -0.001 -0.002 0.058 -0.256 -0.008 0.468 -0.439 -0.022 | -| p4040_s | 0.081 -0.073 0.072 0.000 0.183 -0.001 0.074 -0.043 1.000 -0.070 -0.039 -0.000 0.035 0.003 0.009 -0.001 0.000 0.000 -0.010 0.043 0.001 -0.081 0.072 0.004 | -| p4160_p | -0.894 0.807 -0.787 -0.002 -0.165 0.012 -0.804 0.417 -0.070 1.000 0.444 0.002 -0.356 -0.036 -0.100 0.005 -0.001 -0.004 0.105 -0.453 -0.015 0.894 -0.789 -0.041 | -| bplus_2 | -0.517 0.423 -0.497 -0.001 -0.090 -0.000 -0.488 0.226 -0.039 0.444 1.000 0.031 -0.202 -0.024 -0.027 0.005 0.011 -0.002 0.061 -0.323 -0.020 0.516 -0.498 -0.051 | -| phi_s | -0.003 0.007 0.008 0.000 -0.001 0.128 0.001 0.001 -0.000 0.002 0.031 1.000 -0.003 -0.008 0.004 -0.000 0.001 0.000 -0.000 0.004 0.005 0.003 0.006 0.006 | -| psi2s_p | 0.387 -0.346 0.327 0.003 0.073 -0.006 0.338 -0.201 0.035 -0.356 -0.202 -0.003 1.000 0.015 0.028 0.004 -0.001 0.004 -0.032 0.186 0.006 -0.387 0.329 0.017 | -| rho_s | 0.040 -0.037 0.026 0.000 0.007 0.005 0.035 -0.021 0.003 -0.036 -0.024 -0.008 0.015 1.000 0.009 -0.000 -0.075 0.000 -0.004 0.017 0.040 -0.040 0.031 0.017 | -| jpsi_p | 0.115 -0.077 0.123 0.000 0.019 -0.007 0.126 -0.057 0.009 -0.100 -0.027 0.004 0.028 0.009 1.000 0.002 0.002 0.000 -0.003 0.131 -0.003 -0.115 0.122 -0.003 | -| Dbar_s | -0.004 0.005 -0.002 -0.000 -0.001 0.000 -0.002 0.002 -0.001 0.005 0.005 -0.000 0.004 -0.000 0.002 1.000 -0.000 -0.000 -0.000 0.000 0.000 0.004 -0.002 0.000 | -| omega_s | 0.001 0.001 0.004 0.000 0.000 -0.006 0.002 -0.001 0.000 -0.001 0.011 0.001 -0.001 -0.075 0.002 -0.000 1.000 0.000 -0.000 0.002 0.130 -0.001 0.004 0.054 | -| p3770_s | 0.005 -0.004 0.004 -0.001 0.001 -0.000 0.005 -0.002 0.000 -0.004 -0.002 0.000 0.004 0.000 0.000 -0.000 0.000 1.000 -0.001 0.004 0.000 -0.005 0.004 0.000 | -| DDstar_s | -0.114 0.104 -0.097 -0.000 -0.021 0.002 -0.099 0.058 -0.010 0.105 0.061 -0.000 -0.032 -0.004 -0.003 -0.000 -0.000 -0.001 1.000 -0.054 -0.001 0.114 -0.098 -0.004 | -| Dbar_p | 0.501 -0.483 0.399 0.001 0.090 -0.006 0.417 -0.256 0.043 -0.453 -0.323 0.004 0.186 0.017 0.131 0.000 0.002 0.004 -0.054 1.000 0.006 -0.501 0.400 0.016 | -| omega_p | 0.017 -0.017 0.012 0.000 0.003 -0.006 0.013 -0.008 0.001 -0.015 -0.020 0.005 0.006 0.040 -0.003 0.000 0.130 0.000 -0.001 0.006 1.000 -0.016 0.011 -0.024 | -| p4415_s | -0.999 0.917 -0.881 -0.002 -0.181 0.014 -0.903 0.468 -0.081 0.894 0.516 0.003 -0.387 -0.040 -0.115 0.004 -0.001 -0.005 0.114 -0.501 -0.016 1.000 -0.884 -0.046 | -| bplus_1 | 0.884 -0.813 0.742 0.002 0.157 -0.013 0.770 -0.439 0.072 -0.789 -0.498 0.006 0.329 0.031 0.122 -0.002 0.004 0.004 -0.098 0.400 0.011 -0.884 1.000 0.032 | -| rho_p | 0.046 -0.046 0.034 0.000 0.008 -0.027 0.037 -0.022 0.004 -0.041 -0.051 0.006 0.017 0.017 -0.003 0.000 0.054 0.000 -0.004 0.016 -0.024 -0.046 0.032 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 7.332843642012237}), (, {'error': 0.10668472074451535}), (, {'error': 0.003925071769892874}), (, {'error': 0.0030698897728771435}), (, {'error': 2.7206251067025145}), (, {'error': 0.06352585867962057}), (, {'error': 0.13472662129159252}), (, {'error': 0.07380687707856892}), (, {'error': 0.006195102345938478}), (, {'error': 0.10878877172206503}), (, {'error': 0.02093033588652382}), (, {'error': 0.413758139143642}), (, {'error': 0.013043101794679934}), (, {'error': 0.13892667350916832}), (, {'error': 0.010018972576772978}), (, {'error': 0.0018130987658018793}), (, {'error': 0.39576836541098004}), (, {'error': 0.002737083653045258}), (, {'error': 0.0025762888859301725}), (, {'error': 0.07578195197496562}), (, {'error': 0.11878230391772959}), (, {'error': 2.164353075832505}), (, {'error': 0.007633358691258696}), (, {'error': 0.034896614636168444})]) -Toy 14/25 -Time taken: 1 h, 3 min -Projected time left: 49 min, 30 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1353 (1353 total) | -| EDM = 0.000768 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297252.6222887786 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.86 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.42 | 0.04 | | | -2 | 2 | | -| 3 | p3770_p | 3.96 | 0.11 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.14 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.58 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 6.12 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.020 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.02 | 0.16 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.52 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 20.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.920 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.645 | 0.030 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 16| omega_s | 8.3 | 1.6 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.70 | 0.19 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.72 | 0.06 | | | -2 | 2 | | -| 23| rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.009 -0.092 0.028 0.036 -0.010 0.081 0.014 -0.228 0.002 -0.197 -0.044 -0.098 0.055 -0.014 0.028 -0.020 0.032 0.025 -0.088 0.001 -0.104 0.123 -0.018 | -| Ctt | 0.009 1.000 0.003 -0.020 -0.003 0.000 -0.001 -0.001 0.031 -0.000 -0.073 -0.002 0.009 0.001 0.010 0.004 -0.001 -0.019 -0.000 -0.015 0.001 0.012 0.006 -0.002 | -| bplus_0 | -0.092 0.003 1.000 0.041 -0.105 0.046 0.010 -0.001 -0.004 0.002 -0.439 0.193 -0.067 -0.472 0.072 0.005 0.168 -0.029 0.004 -0.053 0.064 -0.005 -0.976 0.031 | -| p3770_p | 0.028 -0.020 0.041 1.000 0.105 0.006 0.124 0.011 -0.098 0.001 -0.163 -0.012 0.186 0.005 0.365 0.070 -0.004 -0.111 -0.003 0.509 0.004 0.020 -0.094 -0.009 | -| p4040_p | 0.036 -0.003 -0.105 0.105 1.000 -0.011 0.219 -0.011 -0.167 -0.002 -0.075 -0.050 -0.158 0.069 0.043 0.086 -0.026 0.100 0.030 -0.033 -0.002 0.130 0.087 -0.019 | -| phi_p | -0.010 0.000 0.046 0.006 -0.011 1.000 0.007 -0.000 -0.002 0.000 0.006 0.636 -0.006 -0.043 0.004 0.002 -0.065 -0.005 0.001 0.000 -0.073 -0.002 -0.041 0.067 | -| DDstar_p | 0.081 -0.001 0.010 0.124 0.219 0.007 1.000 0.014 -0.095 -0.001 0.046 0.002 0.162 0.001 0.297 -0.025 0.001 0.185 0.010 -0.165 0.003 -0.001 -0.041 -0.001 | -| p4160_s | 0.014 -0.001 -0.001 0.011 -0.011 -0.000 0.014 1.000 -0.010 -0.002 -0.014 -0.001 0.002 0.001 0.012 0.005 -0.000 0.001 0.001 0.005 0.000 0.002 0.002 -0.001 | -| p4040_s | -0.228 0.031 -0.004 -0.098 -0.167 -0.002 -0.095 -0.010 1.000 0.008 0.233 -0.001 0.054 0.009 -0.063 -0.065 -0.001 0.141 0.001 0.061 -0.000 0.067 -0.060 -0.000 | -| p4160_p | 0.002 -0.000 0.002 0.001 -0.002 0.000 -0.001 -0.002 0.008 1.000 -0.001 0.001 0.003 -0.001 0.002 -0.001 0.000 -0.000 -0.001 0.003 0.000 -0.004 -0.002 0.000 | -| bplus_2 | -0.197 -0.073 -0.439 -0.163 -0.075 0.006 0.046 -0.014 0.233 -0.001 1.000 0.030 0.163 0.131 -0.075 0.050 -0.055 -0.116 -0.031 -0.152 -0.065 0.263 0.360 0.060 | -| phi_s | -0.044 -0.002 0.193 -0.012 -0.050 0.636 0.002 -0.001 -0.001 0.001 0.030 1.000 -0.024 -0.153 0.012 0.005 0.044 -0.036 0.002 -0.055 0.010 -0.004 -0.176 0.051 | -| psi2s_p | -0.098 0.009 -0.067 0.186 -0.158 -0.006 0.162 0.002 0.054 0.003 0.163 -0.024 1.000 0.049 0.123 0.085 -0.019 -0.372 0.025 0.195 -0.007 0.031 0.002 -0.006 | -| rho_s | 0.055 0.001 -0.472 0.005 0.069 -0.043 0.001 0.001 0.009 -0.001 0.131 -0.153 0.049 1.000 -0.015 -0.011 -0.256 0.033 -0.009 0.081 -0.007 0.016 0.440 -0.183 | -| jpsi_p | -0.014 0.010 0.072 0.365 0.043 0.004 0.297 0.012 -0.063 0.002 -0.075 0.012 0.123 -0.015 1.000 0.077 -0.014 0.153 0.020 0.549 -0.021 0.013 -0.130 0.012 | -| Dbar_s | 0.028 0.004 0.005 0.070 0.086 0.002 -0.025 0.005 -0.065 -0.001 0.050 0.005 0.085 -0.011 0.077 1.000 0.005 0.105 -0.005 0.075 0.002 -0.014 0.008 0.002 | -| omega_s | -0.020 -0.001 0.168 -0.004 -0.026 -0.065 0.001 -0.000 -0.001 0.000 -0.055 0.044 -0.019 -0.256 -0.014 0.005 1.000 -0.015 0.003 -0.026 0.842 -0.005 -0.160 -0.006 | -| p3770_s | 0.032 -0.019 -0.029 -0.111 0.100 -0.005 0.185 0.001 0.141 -0.000 -0.116 -0.036 -0.372 0.033 0.153 0.105 -0.015 1.000 0.005 0.107 0.003 0.059 -0.000 -0.017 | -| DDstar_s | 0.025 -0.000 0.004 -0.003 0.030 0.001 0.010 0.001 0.001 -0.001 -0.031 0.002 0.025 -0.009 0.020 -0.005 0.003 0.005 1.000 0.015 0.002 0.002 0.021 0.001 | -| Dbar_p | -0.088 -0.015 -0.053 0.509 -0.033 0.000 -0.165 0.005 0.061 0.003 -0.152 -0.055 0.195 0.081 0.549 0.075 -0.026 0.107 0.015 1.000 0.008 0.125 -0.075 -0.029 | -| omega_p | 0.001 0.001 0.064 0.004 -0.002 -0.073 0.003 0.000 -0.000 0.000 -0.065 0.010 -0.007 -0.007 -0.021 0.002 0.842 0.003 0.002 0.008 1.000 -0.002 -0.066 0.005 | -| p4415_s | -0.104 0.012 -0.005 0.020 0.130 -0.002 -0.001 0.002 0.067 -0.004 0.263 -0.004 0.031 0.016 0.013 -0.014 -0.005 0.059 0.002 0.125 -0.002 1.000 -0.092 -0.001 | -| bplus_1 | 0.123 0.006 -0.976 -0.094 0.087 -0.041 -0.041 0.002 -0.060 -0.002 0.360 -0.176 0.002 0.440 -0.130 0.008 -0.160 -0.000 0.021 -0.075 -0.066 -0.092 1.000 -0.021 | -| rho_p | -0.018 -0.002 0.031 -0.009 -0.019 0.067 -0.001 -0.001 -0.000 0.000 0.060 0.051 -0.006 -0.183 0.012 0.002 -0.006 -0.017 0.001 -0.029 0.005 -0.001 -0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2919218103500101}), (, {'error': 0.03614232439320075}), (, {'error': 0.036732027711392945}), (, {'error': 0.10667033174268514}), (, {'error': 0.15052293369172176}), (, {'error': 0.1756844056121456}), (, {'error': 0.2985358617598397}), (, {'error': 0.020000417908485946}), (, {'error': 0.15559414214895761}), (, {'error': 0.010161986669736223}), (, {'error': 0.056784269939706755}), (, {'error': 1.147075395315909}), (, {'error': 0.03135646495876898}), (, {'error': 0.3960897688919004}), (, {'error': 0.02970967332423946}), (, {'error': 0.06571055939616494}), (, {'error': 1.6436813147186013}), (, {'error': 0.23341051840867433}), (, {'error': 0.027595376756925527}), (, {'error': 0.39298927122669536}), (, {'error': 0.41241910580951213}), (, {'error': 0.18723850100048}), (, {'error': 0.06295708545695011}), (, {'error': 0.3895195498190711})]) -Toy 15/25 -Time taken: 1 h, 8 min -Projected time left: 45 min, 50 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1776 (1776 total) | -| EDM = 0.000778 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297326.12033006584 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.22 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.61 | 0.20 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 3 | p3770_p | 3.67 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 4.12 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -0.19 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.24 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.88 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.18 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.23 | 0.09 | | | -2 | 2 | | -| 11| phi_s | 18.3 | 1.2 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.883 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.656 | 0.025 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.45 | 0.23 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.43 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.91 | 0.20 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.84 | 0.07 | | | -2 | 2 | | -| 23| rho_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.009 -0.017 0.018 0.151 0.002 -0.170 -0.186 -0.158 0.266 -0.245 -0.018 -0.071 0.011 -0.000 0.012 0.001 -0.029 0.016 -0.065 0.011 -0.168 0.120 -0.041 | -| Ctt | 0.009 1.000 0.022 -0.247 -0.292 -0.000 -0.036 0.295 0.340 -0.340 -0.668 -0.038 0.194 0.032 0.218 0.003 0.003 -0.124 -0.010 -0.302 0.026 0.198 0.084 -0.081 | -| bplus_0 | -0.017 0.022 1.000 0.027 -0.011 -0.046 -0.114 -0.043 -0.047 0.005 -0.103 0.049 -0.015 -0.340 0.113 0.001 -0.023 -0.026 -0.004 -0.054 -0.146 -0.033 -0.914 -0.011 | -| p3770_p | 0.018 -0.247 0.027 1.000 0.155 -0.005 0.171 -0.083 -0.157 0.177 0.086 -0.002 -0.010 0.002 0.062 0.041 0.002 -0.237 0.043 0.366 -0.001 -0.069 -0.121 0.008 | -| p4040_p | 0.151 -0.292 -0.011 0.155 1.000 -0.001 0.007 0.244 -0.206 0.286 0.018 -0.004 -0.208 -0.003 -0.084 0.024 0.001 -0.089 0.032 -0.027 -0.001 -0.027 0.036 -0.002 | -| phi_p | 0.002 -0.000 -0.046 -0.005 -0.001 1.000 0.006 0.007 0.006 -0.003 -0.013 0.741 -0.003 0.081 -0.037 0.001 0.017 0.001 0.001 0.008 0.054 0.004 0.036 -0.097 | -| DDstar_p | -0.170 -0.036 -0.114 0.171 0.007 0.006 1.000 -0.086 -0.177 -0.014 0.280 -0.008 -0.140 0.097 -0.086 0.012 0.007 0.063 0.061 -0.160 0.035 -0.017 -0.197 0.004 | -| p4160_s | -0.186 0.295 -0.043 -0.083 0.244 0.007 -0.086 1.000 0.208 -0.190 -0.132 -0.023 -0.030 0.043 -0.006 -0.001 0.003 0.029 -0.001 -0.044 0.025 0.326 0.020 -0.049 | -| p4040_s | -0.158 0.340 -0.047 -0.157 -0.206 0.006 -0.177 0.208 1.000 -0.513 -0.132 -0.019 -0.012 0.034 -0.012 -0.004 0.002 0.096 -0.007 -0.093 0.020 0.208 0.060 -0.041 | -| p4160_p | 0.266 -0.340 0.005 0.177 0.286 -0.003 -0.014 -0.190 -0.513 1.000 -0.021 -0.004 -0.149 -0.010 -0.041 0.034 0.001 -0.049 0.054 0.047 -0.004 -0.058 0.041 -0.002 | -| bplus_2 | -0.245 -0.668 -0.103 0.086 0.018 -0.013 0.280 -0.132 -0.132 -0.021 1.000 0.067 -0.043 -0.052 -0.188 0.003 -0.003 0.055 0.018 0.052 -0.046 0.096 -0.127 0.200 | -| phi_s | -0.018 -0.038 0.049 -0.002 -0.004 0.741 -0.008 -0.023 -0.019 -0.004 0.067 1.000 -0.007 0.050 -0.006 0.000 -0.004 -0.014 0.000 -0.011 0.030 -0.005 -0.047 -0.097 | -| psi2s_p | -0.071 0.194 -0.015 -0.010 -0.208 -0.003 -0.140 -0.030 -0.012 -0.149 -0.043 -0.007 1.000 0.005 0.006 0.032 0.002 -0.430 0.025 0.043 0.002 0.039 0.033 -0.003 | -| rho_s | 0.011 0.032 -0.340 0.002 -0.003 0.081 0.097 0.043 0.034 -0.010 -0.052 0.050 0.005 1.000 -0.059 0.000 0.033 0.021 0.005 0.051 0.396 0.027 0.274 -0.325 | -| jpsi_p | -0.000 0.218 0.113 0.062 -0.084 -0.037 -0.086 -0.006 -0.012 -0.041 -0.188 -0.006 0.006 -0.059 1.000 0.051 0.005 -0.050 0.063 0.305 -0.035 -0.005 -0.069 0.060 | -| Dbar_s | 0.012 0.003 0.001 0.041 0.024 0.001 0.012 -0.001 -0.004 0.034 0.003 0.000 0.032 0.000 0.051 1.000 -0.000 0.032 -0.002 0.025 0.000 -0.003 -0.004 -0.000 | -| omega_s | 0.001 0.003 -0.023 0.002 0.001 0.017 0.007 0.003 0.002 0.001 -0.003 -0.004 0.002 0.033 0.005 -0.000 1.000 0.003 0.000 0.003 -0.424 0.002 0.020 0.035 | -| p3770_s | -0.029 -0.124 -0.026 -0.237 -0.089 0.001 0.063 0.029 0.096 -0.049 0.055 -0.014 -0.430 0.021 -0.050 0.032 0.003 1.000 0.035 -0.005 0.011 0.029 -0.025 -0.021 | -| DDstar_s | 0.016 -0.010 -0.004 0.043 0.032 0.001 0.061 -0.001 -0.007 0.054 0.018 0.000 0.025 0.005 0.063 -0.002 0.000 0.035 1.000 -0.008 0.002 -0.005 -0.017 0.001 | -| Dbar_p | -0.065 -0.302 -0.054 0.366 -0.027 0.008 -0.160 -0.044 -0.093 0.047 0.052 -0.011 0.043 0.051 0.305 0.025 0.003 -0.005 -0.008 1.000 0.024 0.040 -0.067 -0.020 | -| omega_p | 0.011 0.026 -0.146 -0.001 -0.001 0.054 0.035 0.025 0.020 -0.004 -0.046 0.030 0.002 0.396 -0.035 0.000 -0.424 0.011 0.002 0.024 1.000 0.012 0.122 0.037 | -| p4415_s | -0.168 0.198 -0.033 -0.069 -0.027 0.004 -0.017 0.326 0.208 -0.058 0.096 -0.005 0.039 0.027 -0.005 -0.003 0.002 0.029 -0.005 0.040 0.012 1.000 -0.060 -0.006 | -| bplus_1 | 0.120 0.084 -0.914 -0.121 0.036 0.036 -0.197 0.020 0.060 0.041 -0.127 -0.047 0.033 0.274 -0.069 -0.004 0.020 -0.025 -0.017 -0.067 0.122 -0.060 1.000 0.019 | -| rho_p | -0.041 -0.081 -0.011 0.008 -0.002 -0.097 0.004 -0.049 -0.041 -0.002 0.200 -0.097 -0.003 -0.325 0.060 -0.000 0.035 -0.021 0.001 -0.020 0.037 -0.006 0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2326399877193317}), (, {'error': 0.2039662027636714}), (, {'error': 0.03548531912624464}), (, {'error': 0.0961841679421882}), (, {'error': 0.21093833727677502}), (, {'error': 0.2648934830302001}), (, {'error': 0.3696868863969005}), (, {'error': 0.17520944073764033}), (, {'error': 0.17509309022228242}), (, {'error': 0.09807912771811056}), (, {'error': 0.09039419768635826}), (, {'error': 1.2417220066091605}), (, {'error': 0.03085956410349855}), (, {'error': 0.3658265706100328}), (, {'error': 0.024864595316275384}), (, {'error': 0.021709335525578966}), (, {'error': 3.590453449786062}), (, {'error': 0.2305241713023829}), (, {'error': 0.03058255175606353}), (, {'error': 0.3273320674278475}), (, {'error': 0.2236615117513261}), (, {'error': 0.20026416876120723}), (, {'error': 0.06615899716808182}), (, {'error': 0.7326248677870151})]) -Toy 16/25 -Time taken: 1 h, 15 min -Projected time left: 42 min, 18 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1598 (1598 total) | -| EDM = 0.000857 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297270.00899828476 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.96 | 0.27 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.30 | 0.24 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.507 | 0.022 | | | -2 | 2 | | -| 3 | p3770_p | 2.98 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.22 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.68 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -3.4 | 0.8 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.93 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.87 | 0.18 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.31 | 0.20 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.06 | 0.10 | | | -2 | 2 | | -| 11| phi_s | 20.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 1.59 | 0.05 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.2 | 2.1 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.21 | 0.27 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 4.7 | 0.6 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.17 | 0.18 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -1.04 | 0.05 | | | -2 | 2 | | -| 23| rho_p | -5.70 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.339 -0.014 0.459 0.520 0.019 -0.704 -0.062 -0.319 0.710 -0.068 0.018 0.296 -0.006 0.600 0.007 0.011 0.313 -0.056 0.050 0.013 -0.136 0.028 -0.008 | -| Ctt | -0.339 1.000 -0.004 -0.451 -0.306 -0.030 0.458 0.178 0.346 -0.509 0.684 -0.059 0.041 0.037 -0.533 0.003 -0.020 -0.154 0.038 -0.599 -0.025 0.229 -0.327 0.095 | -| bplus_0 | -0.014 -0.004 1.000 0.033 0.003 0.006 0.025 0.027 0.020 -0.010 0.136 -0.019 -0.010 0.111 0.009 -0.001 -0.012 0.013 0.005 0.059 0.025 0.027 -0.827 -0.161 | -| p3770_p | 0.459 -0.451 0.033 1.000 0.453 0.023 -0.645 0.049 -0.168 0.574 -0.198 0.023 0.228 0.008 0.549 -0.006 0.006 0.045 -0.031 0.449 0.014 -0.079 0.204 -0.042 | -| p4040_p | 0.520 -0.306 0.003 0.453 1.000 0.018 -0.686 0.369 -0.272 0.567 -0.154 0.015 0.225 -0.004 0.575 0.005 0.009 0.281 -0.046 0.021 0.012 0.022 0.074 -0.015 | -| phi_p | 0.019 -0.030 0.006 0.023 0.018 1.000 -0.038 -0.009 -0.013 0.030 -0.069 0.667 0.015 -0.229 0.023 0.000 -0.142 0.010 -0.002 0.008 -0.108 -0.011 -0.005 -0.212 | -| DDstar_p | -0.704 0.458 0.025 -0.645 -0.686 -0.038 1.000 -0.132 0.192 -0.832 0.314 -0.049 -0.485 0.010 -0.858 -0.014 -0.028 -0.465 0.067 -0.265 -0.034 0.089 -0.225 0.046 | -| p4160_s | -0.062 0.178 0.027 0.049 0.369 -0.009 -0.132 1.000 -0.151 0.043 0.060 -0.026 0.041 0.030 0.076 0.005 -0.007 0.113 -0.022 -0.163 -0.005 0.233 0.001 0.027 | -| p4040_s | -0.319 0.346 0.020 -0.168 -0.272 -0.013 0.192 -0.151 1.000 -0.432 0.058 -0.022 0.002 0.026 -0.165 0.003 -0.007 0.072 -0.003 -0.096 -0.006 0.053 0.019 0.019 | -| p4160_p | 0.710 -0.509 -0.010 0.574 0.567 0.030 -0.832 0.043 -0.432 1.000 -0.221 0.035 0.332 -0.016 0.722 0.004 0.016 0.332 -0.052 0.205 0.020 -0.044 0.121 -0.036 | -| bplus_2 | -0.068 0.684 0.136 -0.198 -0.154 -0.069 0.314 0.060 0.058 -0.221 1.000 -0.144 -0.079 0.148 -0.363 0.002 -0.052 -0.133 -0.010 -0.273 -0.049 0.016 -0.432 0.170 | -| phi_s | 0.018 -0.059 -0.019 0.023 0.015 0.667 -0.049 -0.026 -0.022 0.035 -0.144 1.000 0.015 -0.123 0.019 0.000 0.016 0.005 -0.001 0.006 0.028 -0.021 0.018 -0.080 | -| psi2s_p | 0.296 0.041 -0.010 0.228 0.225 0.015 -0.485 0.041 0.002 0.332 -0.079 0.015 1.000 -0.006 0.412 0.002 0.005 0.045 -0.040 -0.021 0.007 -0.025 0.068 -0.016 | -| rho_s | -0.006 0.037 0.111 0.008 -0.004 -0.229 0.010 0.030 0.026 -0.016 0.148 -0.123 -0.006 1.000 -0.018 -0.001 0.249 -0.001 0.004 0.053 0.333 0.027 -0.058 0.303 | -| jpsi_p | 0.600 -0.533 0.009 0.549 0.575 0.023 -0.858 0.076 -0.165 0.722 -0.363 0.019 0.412 -0.018 1.000 0.002 -0.009 0.433 -0.071 0.263 -0.003 -0.108 0.221 -0.052 | -| Dbar_s | 0.007 0.003 -0.001 -0.006 0.005 0.000 -0.014 0.005 0.003 0.004 0.002 0.000 0.002 -0.001 0.002 1.000 0.000 0.003 -0.001 -0.012 0.000 0.001 -0.004 0.000 | -| omega_s | 0.011 -0.020 -0.012 0.006 0.009 -0.142 -0.028 -0.007 -0.007 0.016 -0.052 0.016 0.005 0.249 -0.009 0.000 1.000 0.004 -0.002 -0.004 0.914 -0.008 0.011 0.248 | -| p3770_s | 0.313 -0.154 0.013 0.045 0.281 0.010 -0.465 0.113 0.072 0.332 -0.133 0.005 0.045 -0.001 0.433 0.003 0.004 1.000 -0.025 -0.063 0.006 -0.003 0.047 -0.006 | -| DDstar_s | -0.056 0.038 0.005 -0.031 -0.046 -0.002 0.067 -0.022 -0.003 -0.052 -0.010 -0.001 -0.040 0.004 -0.071 -0.001 -0.002 -0.025 1.000 -0.051 -0.001 -0.006 0.024 -0.003 | -| Dbar_p | 0.050 -0.599 0.059 0.449 0.021 0.008 -0.265 -0.163 -0.096 0.205 -0.273 0.006 -0.021 0.053 0.263 -0.012 -0.004 -0.063 -0.051 1.000 0.009 -0.093 0.414 -0.051 | -| omega_p | 0.013 -0.025 0.025 0.014 0.012 -0.108 -0.034 -0.005 -0.006 0.020 -0.049 0.028 0.007 0.333 -0.003 0.000 0.914 0.006 -0.001 0.009 1.000 -0.006 -0.013 0.066 | -| p4415_s | -0.136 0.229 0.027 -0.079 0.022 -0.011 0.089 0.233 0.053 -0.044 0.016 -0.021 -0.025 0.027 -0.108 0.001 -0.008 -0.003 -0.006 -0.093 -0.006 1.000 0.045 0.015 | -| bplus_1 | 0.028 -0.327 -0.827 0.204 0.074 -0.005 -0.225 0.001 0.019 0.121 -0.432 0.018 0.068 -0.058 0.221 -0.004 0.011 0.047 0.024 0.414 -0.013 0.045 1.000 0.107 | -| rho_p | -0.008 0.095 -0.161 -0.042 -0.015 -0.212 0.046 0.027 0.019 -0.036 0.170 -0.080 -0.016 0.303 -0.052 0.000 0.248 -0.006 -0.003 -0.051 0.066 0.015 0.107 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.26965864345116275}), (, {'error': 0.24023958361184805}), (, {'error': 0.021593544111952356}), (, {'error': 0.15653991086020458}), (, {'error': 0.27806039000518457}), (, {'error': 0.2083244447051853}), (, {'error': 0.8223469271891273}), (, {'error': 0.1692452500838344}), (, {'error': 0.1797811346611347}), (, {'error': 0.2027103151589824}), (, {'error': 0.09659969851180261}), (, {'error': 1.0533834956849795}), (, {'error': 0.037254004114779526}), (, {'error': 0.4030474780319009}), (, {'error': 0.046666771249147754}), (, {'error': 0.0952050299912798}), (, {'error': 2.0703634638575688}), (, {'error': 0.27048711730943}), (, {'error': 0.11457767489666401}), (, {'error': 0.5634904954128102}), (, {'error': 0.731131516430378}), (, {'error': 0.1838448585026779}), (, {'error': 0.04973556225782605}), (, {'error': 0.18784761292379137})]) -Toy 17/25 -Time taken: 1 h, 21 min -Projected time left: 38 min, 32 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1289 (1289 total) | -| EDM = 1.34E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297420.32659068564 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.15 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.69 | 0.20 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.48 | 0.04 | | | -2 | 2 | | -| 3 | p3770_p | -2.43 | 0.08 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.97 | 0.14 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.53 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 4.48 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.27 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.33 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.26 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.24 | 0.09 | | | -2 | 2 | | -| 11| phi_s | 19.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.914 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.701 | 0.023 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 16| omega_s | 6.4 | 1.7 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 3.73 | 0.23 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.43 | 0.20 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.84 | 0.07 | | | -2 | 2 | | -| 23| rho_p | 5.83 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.004 -0.002 0.059 0.145 -0.017 -0.203 -0.150 -0.177 0.293 -0.235 -0.031 -0.061 -0.024 0.035 0.057 0.013 -0.002 0.014 0.011 0.008 -0.141 0.088 0.055 | -| Ctt | -0.004 1.000 0.027 -0.187 -0.265 -0.021 -0.059 0.281 0.360 -0.320 -0.679 -0.051 0.222 -0.029 0.302 0.145 0.013 -0.131 -0.007 0.002 0.010 0.213 0.041 0.105 | -| bplus_0 | -0.002 0.027 1.000 0.051 -0.011 -0.006 -0.148 -0.039 -0.039 0.023 -0.172 0.121 -0.012 -0.371 0.112 0.033 0.189 -0.012 -0.006 -0.000 0.084 -0.040 -0.944 0.020 | -| p3770_p | 0.059 -0.187 0.051 1.000 0.171 0.006 0.145 -0.061 -0.149 0.170 0.062 0.017 -0.003 -0.012 -0.072 -0.068 0.001 -0.240 0.033 0.038 -0.002 -0.090 -0.068 -0.026 | -| p4040_p | 0.145 -0.265 -0.011 0.171 1.000 -0.008 -0.080 0.291 -0.208 0.182 -0.005 -0.013 -0.207 -0.009 -0.069 0.074 0.003 -0.039 0.023 0.022 0.002 0.010 0.046 0.014 | -| phi_p | -0.017 -0.021 -0.006 0.006 -0.008 1.000 0.000 -0.019 -0.014 -0.005 0.070 0.603 -0.003 0.086 0.018 0.002 -0.125 -0.011 0.001 0.000 -0.065 -0.002 0.011 -0.233 | -| DDstar_p | -0.203 -0.059 -0.148 0.145 -0.080 0.000 1.000 -0.080 -0.127 -0.078 0.239 -0.023 -0.146 0.106 -0.135 0.086 -0.053 0.029 0.036 0.010 -0.026 0.012 -0.112 -0.000 | -| p4160_s | -0.150 0.281 -0.039 -0.061 0.291 -0.019 -0.080 1.000 0.086 -0.152 -0.147 -0.043 -0.038 0.004 0.003 0.021 -0.000 0.031 -0.000 -0.000 0.003 0.322 0.010 0.067 | -| p4040_s | -0.177 0.360 -0.039 -0.149 -0.208 -0.014 -0.127 0.086 1.000 -0.509 -0.115 -0.034 0.035 0.007 0.030 0.015 -0.002 0.111 -0.004 -0.003 0.002 0.184 0.017 0.050 | -| p4160_p | 0.293 -0.320 0.023 0.170 0.182 -0.005 -0.078 -0.152 -0.509 1.000 -0.043 -0.002 -0.133 -0.023 -0.035 0.055 0.010 -0.025 0.033 0.025 0.004 -0.054 0.047 0.004 | -| bplus_2 | -0.235 -0.679 -0.172 0.062 -0.005 0.070 0.239 -0.147 -0.115 -0.043 1.000 0.110 -0.043 0.124 -0.196 -0.020 -0.073 0.033 0.012 0.001 -0.045 0.088 -0.010 -0.253 | -| phi_s | -0.031 -0.051 0.121 0.017 -0.013 0.603 -0.023 -0.043 -0.034 -0.002 0.110 1.000 -0.007 -0.043 0.046 0.011 -0.004 -0.022 -0.001 -0.000 0.005 -0.013 -0.108 -0.148 | -| psi2s_p | -0.061 0.222 -0.012 -0.003 -0.207 -0.003 -0.146 -0.038 0.035 -0.133 -0.043 -0.007 1.000 0.003 -0.001 0.061 -0.004 -0.440 0.016 0.025 -0.002 0.031 0.034 0.004 | -| rho_s | -0.024 -0.029 -0.371 -0.012 -0.009 0.086 0.106 0.004 0.007 -0.023 0.124 -0.043 0.003 1.000 -0.016 -0.020 -0.388 -0.003 0.005 0.000 -0.069 0.026 0.329 0.090 | -| jpsi_p | 0.035 0.302 0.112 -0.072 -0.069 0.018 -0.135 0.003 0.030 -0.035 -0.196 0.046 -0.001 -0.016 1.000 -0.010 -0.016 -0.053 0.047 0.048 -0.019 -0.027 -0.014 -0.091 | -| Dbar_s | 0.057 0.145 0.033 -0.068 0.074 0.002 0.086 0.021 0.015 0.055 -0.020 0.011 0.061 -0.020 -0.010 1.000 0.010 0.071 0.000 0.024 0.004 -0.023 0.015 -0.010 | -| omega_s | 0.013 0.013 0.189 0.001 0.003 -0.125 -0.053 -0.000 -0.002 0.010 -0.073 -0.004 -0.004 -0.388 -0.016 0.010 1.000 0.001 -0.002 0.000 0.783 -0.012 -0.172 0.111 | -| p3770_s | -0.002 -0.131 -0.012 -0.240 -0.039 -0.011 0.029 0.031 0.111 -0.025 0.033 -0.022 -0.440 -0.003 -0.053 0.071 0.001 1.000 0.023 0.024 0.001 0.022 -0.017 0.028 | -| DDstar_s | 0.014 -0.007 -0.006 0.033 0.023 0.001 0.036 -0.000 -0.004 0.033 0.012 -0.001 0.016 0.005 0.047 0.000 -0.002 0.023 1.000 -0.001 -0.001 -0.000 -0.009 0.001 | -| Dbar_p | 0.011 0.002 -0.000 0.038 0.022 0.000 0.010 -0.000 -0.003 0.025 0.001 -0.000 0.025 0.000 0.048 0.024 0.000 0.024 -0.001 1.000 0.000 -0.000 -0.003 0.001 | -| omega_p | 0.008 0.010 0.084 -0.002 0.002 -0.065 -0.026 0.003 0.002 0.004 -0.045 0.005 -0.002 -0.069 -0.019 0.004 0.783 0.001 -0.001 0.000 1.000 -0.005 -0.077 0.014 | -| p4415_s | -0.141 0.213 -0.040 -0.090 0.010 -0.002 0.012 0.322 0.184 -0.054 0.088 -0.013 0.031 0.026 -0.027 -0.023 -0.012 0.022 -0.000 -0.000 -0.005 1.000 -0.050 0.010 | -| bplus_1 | 0.088 0.041 -0.944 -0.068 0.046 0.011 -0.112 0.010 0.017 0.047 -0.010 -0.108 0.034 0.329 -0.014 0.015 -0.172 -0.017 -0.009 -0.003 -0.077 -0.050 1.000 -0.030 | -| rho_p | 0.055 0.105 0.020 -0.026 0.014 -0.233 -0.000 0.067 0.050 0.004 -0.253 -0.148 0.004 0.090 -0.091 -0.010 0.111 0.028 0.001 0.001 0.014 0.010 -0.030 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1544945405966498}), (, {'error': 0.19644196726153867}), (, {'error': 0.040237894881925085}), (, {'error': 0.08498338777689463}), (, {'error': 0.14080962995954316}), (, {'error': 0.18067453506139364}), (, {'error': 0.3136715382206967}), (, {'error': 0.17581798861174214}), (, {'error': 0.17321717727908803}), (, {'error': 0.09614495802437517}), (, {'error': 0.09371729400831508}), (, {'error': 1.048414388450695}), (, {'error': 0.03116791406080921}), (, {'error': 0.3222251635999549}), (, {'error': 0.023429205654881713}), (, {'error': 0.10932261710331495}), (, {'error': 1.6554869492370226}), (, {'error': 0.2281164664946882}), (, {'error': 0.023425536887050957}), (, {'error': 0.06160904176159043}), (, {'error': 0.36149823060085806}), (, {'error': 0.19773034120115807}), (, {'error': 0.07028138302068743}), (, {'error': 0.2784211907343632})]) -Toy 18/25 -Time taken: 1 h, 27 min -Projected time left: 33 min, 57 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1316 (1316 total) | -| EDM = 4.3E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297361.7506180605 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.44 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | 0.28 | 0.17 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.436 | 0.018 | | | -2 | 2 | | -| 3 | p3770_p | -6.283 | 0.028 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.09 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.08 | 1.06 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 3.77 | 0.10 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.19 | 0.08 | | | -2 | 2 | | -| 11| phi_s | 18 | 3 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.892 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -4.754 | 0.026 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.1 | 1.4 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 0.919 | 0.009 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -4.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.22 | 0.39 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.28 | 0.20 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 23| rho_p | 5.83 | 0.30 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.003 0.046 -0.004 0.063 -0.005 -0.100 -0.121 -0.208 0.276 0.196 -0.011 -0.062 -0.002 0.015 0.017 0.005 0.001 0.048 0.072 0.003 -0.193 -0.089 0.055 | -| Ctt | -0.003 1.000 0.004 0.014 -0.094 0.014 -0.124 0.266 0.358 -0.335 0.654 0.002 0.168 -0.011 -0.372 0.018 0.016 0.001 -0.022 -0.280 0.012 0.166 -0.131 0.120 | -| bplus_0 | 0.046 0.004 1.000 -0.003 0.055 -0.034 0.019 0.042 0.004 0.047 0.020 -0.043 0.043 0.280 0.074 -0.002 -0.145 -0.000 -0.003 0.015 -0.082 0.007 -0.796 -0.018 | -| p3770_p | -0.004 0.014 -0.003 1.000 -0.007 0.001 -0.011 0.002 0.004 -0.012 0.005 0.001 0.003 -0.002 -0.011 -0.001 0.001 -0.001 -0.002 -0.022 0.001 0.001 -0.007 0.001 | -| p4040_p | 0.063 -0.094 0.055 -0.007 1.000 -0.013 -0.008 0.355 -0.175 -0.041 0.057 -0.018 -0.159 0.012 0.037 0.024 -0.005 0.001 0.049 0.099 -0.003 0.112 -0.007 0.039 | -| phi_p | -0.005 0.014 -0.034 0.001 -0.013 1.000 -0.020 0.007 0.010 -0.023 0.042 0.979 -0.025 0.031 -0.098 0.001 0.081 -0.000 0.001 -0.001 0.180 0.001 0.032 0.358 | -| DDstar_p | -0.100 -0.124 0.019 -0.011 -0.008 -0.020 1.000 -0.092 -0.106 0.139 -0.327 -0.018 0.005 0.099 -0.023 0.007 -0.049 0.003 0.054 -0.069 -0.030 0.042 0.479 -0.011 | -| p4160_s | -0.121 0.266 0.042 0.002 0.355 0.007 -0.092 1.000 -0.085 -0.167 0.114 -0.000 -0.034 0.008 -0.075 0.000 0.003 -0.001 0.003 -0.077 0.004 0.348 0.003 0.062 | -| p4040_s | -0.208 0.358 0.004 0.004 -0.175 0.010 -0.106 -0.085 1.000 -0.493 0.033 0.008 0.146 0.003 -0.036 -0.012 0.003 -0.003 -0.015 -0.081 0.004 0.156 0.023 0.025 | -| p4160_p | 0.276 -0.335 0.047 -0.012 -0.041 -0.023 0.139 -0.167 -0.493 1.000 0.022 -0.025 -0.080 0.018 0.142 0.027 -0.013 0.002 0.075 0.255 -0.010 -0.080 -0.000 0.006 | -| bplus_2 | 0.196 0.654 0.020 0.005 0.057 0.042 -0.327 0.114 0.033 0.022 1.000 0.018 0.017 -0.052 -0.174 -0.001 0.058 0.001 -0.013 -0.113 0.043 -0.189 -0.347 0.262 | -| phi_s | -0.011 0.002 -0.043 0.001 -0.018 0.979 -0.018 -0.000 0.008 -0.025 0.018 1.000 -0.029 0.019 -0.102 0.002 0.095 -0.000 0.001 -0.002 0.186 0.002 0.039 0.359 | -| psi2s_p | -0.062 0.168 0.043 0.003 -0.159 -0.025 0.005 -0.034 0.146 -0.080 0.017 -0.029 1.000 0.026 0.148 0.034 -0.016 0.006 0.048 0.258 -0.012 0.081 0.062 0.015 | -| rho_s | -0.002 -0.011 0.280 -0.002 0.012 0.031 0.099 0.008 0.003 0.018 -0.052 0.019 0.026 1.000 0.027 -0.002 -0.471 0.000 0.003 0.031 -0.149 0.026 -0.157 0.135 | -| jpsi_p | 0.015 -0.372 0.074 -0.011 0.037 -0.098 -0.023 -0.075 -0.036 0.142 -0.174 -0.102 0.148 0.027 1.000 0.029 -0.034 0.000 0.073 0.474 -0.033 -0.006 0.071 -0.027 | -| Dbar_s | 0.017 0.018 -0.002 -0.001 0.024 0.001 0.007 0.000 -0.012 0.027 -0.001 0.002 0.034 -0.002 0.029 1.000 0.001 -0.000 -0.002 0.007 0.001 -0.008 -0.007 -0.002 | -| omega_s | 0.005 0.016 -0.145 0.001 -0.005 0.081 -0.049 0.003 0.003 -0.013 0.058 0.095 -0.016 -0.471 -0.034 0.001 1.000 -0.000 -0.001 -0.014 0.707 -0.012 0.092 0.173 | -| p3770_s | 0.001 0.001 -0.000 -0.001 0.001 -0.000 0.003 -0.001 -0.003 0.002 0.001 -0.000 0.006 0.000 0.000 -0.000 -0.000 1.000 -0.000 0.002 -0.000 -0.001 0.001 -0.000 | -| DDstar_s | 0.048 -0.022 -0.003 -0.002 0.049 0.001 0.054 0.003 -0.015 0.075 -0.013 0.001 0.048 0.003 0.073 -0.002 -0.001 -0.000 1.000 -0.004 -0.000 -0.009 0.013 -0.003 | -| Dbar_p | 0.072 -0.280 0.015 -0.022 0.099 -0.001 -0.069 -0.077 -0.081 0.255 -0.113 -0.002 0.258 0.031 0.474 0.007 -0.014 0.002 -0.004 1.000 -0.006 0.012 0.141 0.001 | -| omega_p | 0.003 0.012 -0.082 0.001 -0.003 0.180 -0.030 0.004 0.004 -0.010 0.043 0.186 -0.012 -0.149 -0.033 0.001 0.707 -0.000 -0.000 -0.006 1.000 -0.007 0.054 0.069 | -| p4415_s | -0.193 0.166 0.007 0.001 0.112 0.001 0.042 0.348 0.156 -0.080 -0.189 0.002 0.081 0.026 -0.006 -0.008 -0.012 -0.001 -0.009 0.012 -0.007 1.000 0.161 -0.011 | -| bplus_1 | -0.089 -0.131 -0.796 -0.007 -0.007 0.032 0.479 0.003 0.023 -0.000 -0.347 0.039 0.062 -0.157 0.071 -0.007 0.092 0.001 0.013 0.141 0.054 0.161 1.000 0.030 | -| rho_p | 0.055 0.120 -0.018 0.001 0.039 0.358 -0.011 0.062 0.025 0.006 0.262 0.359 0.015 0.135 -0.027 -0.002 0.173 -0.000 -0.003 0.001 0.069 -0.011 0.030 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16201824822455713}), (, {'error': 0.1744317186797396}), (, {'error': 0.017813977025100458}), (, {'error': 0.027868535505798153}), (, {'error': 0.1706521315232834}), (, {'error': 1.0572045971370323}), (, {'error': 0.3770017553347409}), (, {'error': 0.16953345008899}), (, {'error': 0.17397948138987296}), (, {'error': 0.10377089024462549}), (, {'error': 0.07808296932173964}), (, {'error': 3.3863646383059454}), (, {'error': 0.029670640388641978}), (, {'error': 0.33307903442899006}), (, {'error': 0.026388676926273114}), (, {'error': 0.016639714734647038}), (, {'error': 1.4180229378512696}), (, {'error': 0.009104132403961296}), (, {'error': 0.035031026534698695}), (, {'error': 0.3248355046183411}), (, {'error': 0.38870919273090143}), (, {'error': 0.19671148992036402}), (, {'error': 0.03919454212573115}), (, {'error': 0.30121191047771845})]) -Toy 19/25 -Time taken: 1 h, 33 min -Projected time left: 29 min, 24 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=2017 (2017 total) | -| EDM = 0.000789 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297194.3122526806 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.47 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.020 | 0.232 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.426 | 0.008 | | | -2 | 2 | | -| 3 | p3770_p | -2.73 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.45 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 6.12 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -3.0 | 1.2 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.53 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.04 | 0.16 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 3.99 | 0.11 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.25 | 0.07 | | | -2 | 2 | | -| 11| phi_s | 17.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.01 | 0.29 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.19 | 0.34 | | | -0.3 | 0.3 | | -| 16| omega_s | 9.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -0.04 | 2.28 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.74 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.58 | 0.18 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.845 | 0.015 | | | -2 | 2 | | -| 23| rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.016 0.072 0.096 0.201 0.005 -0.127 -0.070 -0.058 0.364 -0.075 -0.003 0.074 -0.023 0.209 -0.025 -0.000 0.090 -0.031 -0.017 -0.003 -0.120 0.093 0.021 | -| Ctt | -0.016 1.000 0.252 0.297 0.468 0.005 0.788 -0.107 -0.103 0.273 0.198 0.038 0.578 -0.060 0.330 -0.836 0.018 0.634 0.294 -0.803 -0.019 -0.147 0.294 -0.032 | -| bplus_0 | 0.072 0.252 1.000 0.083 0.223 -0.013 0.197 -0.123 -0.111 0.215 -0.016 0.045 0.159 -0.123 0.117 -0.312 0.024 0.206 -0.016 -0.230 -0.041 -0.200 -0.395 -0.066 | -| p3770_p | 0.096 0.297 0.083 1.000 0.418 0.001 0.385 -0.137 -0.176 0.378 0.203 0.021 0.345 -0.019 0.322 -0.346 0.010 0.283 0.173 -0.478 -0.007 -0.177 0.077 -0.033 | -| p4040_p | 0.201 0.468 0.223 0.418 1.000 0.004 0.577 0.027 -0.262 0.547 0.346 0.040 0.392 -0.057 0.493 -0.665 0.018 0.571 0.239 -0.691 -0.019 -0.215 0.257 -0.043 | -| phi_p | 0.005 0.005 -0.013 0.001 0.004 1.000 0.003 0.004 0.004 0.004 -0.021 0.615 0.004 -0.008 0.001 -0.003 -0.017 0.006 0.002 -0.006 0.017 -0.000 -0.004 0.081 | -| DDstar_p | -0.127 0.788 0.197 0.385 0.577 0.003 1.000 -0.291 -0.329 0.330 0.490 0.049 0.477 -0.051 0.362 -0.915 0.021 0.712 0.339 -0.937 -0.020 -0.290 0.233 -0.057 | -| p4160_s | -0.070 -0.107 -0.123 -0.137 0.027 0.004 -0.291 1.000 0.158 -0.188 -0.185 -0.030 -0.174 0.014 -0.140 0.240 -0.012 -0.186 -0.125 0.279 0.009 0.330 -0.129 0.054 | -| p4040_s | -0.058 -0.103 -0.111 -0.176 -0.262 0.004 -0.329 0.158 1.000 -0.382 -0.156 -0.026 -0.161 0.014 -0.102 0.246 -0.011 -0.148 -0.149 0.299 0.008 0.220 -0.112 0.046 | -| p4160_p | 0.364 0.273 0.215 0.378 0.547 0.004 0.330 -0.188 -0.382 1.000 0.236 0.033 0.364 -0.051 0.522 -0.467 0.015 0.475 0.177 -0.516 -0.016 -0.176 0.242 -0.035 | -| bplus_2 | -0.075 0.198 -0.016 0.203 0.346 -0.021 0.490 -0.185 -0.156 0.236 1.000 0.082 0.324 0.030 0.369 -0.517 0.034 0.434 0.206 -0.530 -0.008 -0.070 0.011 -0.223 | -| phi_s | -0.003 0.038 0.045 0.021 0.040 0.615 0.049 -0.030 -0.026 0.033 0.082 1.000 0.034 -0.027 0.018 -0.062 0.015 0.042 0.013 -0.056 0.006 -0.025 0.015 0.081 | -| psi2s_p | 0.074 0.578 0.159 0.345 0.392 0.004 0.477 -0.174 -0.161 0.364 0.324 0.034 1.000 -0.039 0.482 -0.571 0.015 0.383 0.174 -0.600 -0.013 -0.171 0.184 -0.041 | -| rho_s | -0.023 -0.060 -0.123 -0.019 -0.057 -0.008 -0.051 0.014 0.014 -0.051 0.030 -0.027 -0.039 1.000 -0.042 0.073 -0.075 -0.059 0.001 0.058 0.406 0.040 0.008 0.100 | -| jpsi_p | 0.209 0.330 0.117 0.322 0.493 0.001 0.362 -0.140 -0.102 0.522 0.369 0.018 0.482 -0.042 1.000 -0.503 0.007 0.560 0.134 -0.570 -0.014 -0.202 0.164 -0.026 | -| Dbar_s | -0.025 -0.836 -0.312 -0.346 -0.665 -0.003 -0.915 0.240 0.246 -0.467 -0.517 -0.062 -0.571 0.073 -0.503 1.000 -0.027 -0.785 -0.353 0.936 0.027 0.303 -0.356 0.074 | -| omega_s | -0.000 0.018 0.024 0.010 0.018 -0.017 0.021 -0.012 -0.011 0.015 0.034 0.015 0.015 -0.075 0.007 -0.027 1.000 0.019 0.005 -0.025 0.514 -0.011 0.008 -0.031 | -| p3770_s | 0.090 0.634 0.206 0.283 0.571 0.006 0.712 -0.186 -0.148 0.475 0.434 0.042 0.383 -0.059 0.560 -0.785 0.019 1.000 0.276 -0.815 -0.019 -0.245 0.238 -0.043 | -| DDstar_s | -0.031 0.294 -0.016 0.173 0.239 0.002 0.339 -0.125 -0.149 0.177 0.206 0.013 0.174 0.001 0.134 -0.353 0.005 0.276 1.000 -0.318 -0.001 -0.134 -0.013 -0.019 | -| Dbar_p | -0.017 -0.803 -0.230 -0.478 -0.691 -0.006 -0.937 0.279 0.299 -0.516 -0.530 -0.056 -0.600 0.058 -0.570 0.936 -0.025 -0.815 -0.318 1.000 0.021 0.312 -0.270 0.064 | -| omega_p | -0.003 -0.019 -0.041 -0.007 -0.019 0.017 -0.020 0.009 0.008 -0.016 -0.008 0.006 -0.013 0.406 -0.014 0.027 0.514 -0.019 -0.001 0.021 1.000 0.014 0.001 0.034 | -| p4415_s | -0.120 -0.147 -0.200 -0.177 -0.215 -0.000 -0.290 0.330 0.220 -0.176 -0.070 -0.025 -0.171 0.040 -0.202 0.303 -0.011 -0.245 -0.134 0.312 0.014 1.000 -0.228 0.025 | -| bplus_1 | 0.093 0.294 -0.395 0.077 0.257 -0.004 0.233 -0.129 -0.112 0.242 0.011 0.015 0.184 0.008 0.164 -0.356 0.008 0.238 -0.013 -0.270 0.001 -0.228 1.000 -0.063 | -| rho_p | 0.021 -0.032 -0.066 -0.033 -0.043 0.081 -0.057 0.054 0.046 -0.035 -0.223 0.081 -0.041 0.100 -0.026 0.074 -0.031 -0.043 -0.019 0.064 0.034 0.025 -0.063 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13580637614337232}), (, {'error': 0.23246388690038844}), (, {'error': 0.0075051413571560754}), (, {'error': 0.12445253403346701}), (, {'error': 0.22942042456379963}), (, {'error': 0.21715158862169393}), (, {'error': 1.2405923285141625}), (, {'error': 0.15307161209639553}), (, {'error': 0.15801635569308126}), (, {'error': 0.1050592673593842}), (, {'error': 0.06541925681223204}), (, {'error': 1.0236575812526567}), (, {'error': 0.03780403042695912}), (, {'error': 0.28526137569713655}), (, {'error': 0.03172578585586194}), (, {'error': 0.34336219470615115}), (, {'error': 0.9963184498183342}), (, {'error': 0.36273732060111863}), (, {'error': 0.372191190684079}), (, {'error': 2.2766120418031752}), (, {'error': 0.1910810893019459}), (, {'error': 0.17868976895089972}), (, {'error': 0.015320025223183542}), (, {'error': 0.3651978652337675})]) -Toy 20/25 -Time taken: 1 h, 41 min -Projected time left: 25 min, 15 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1418 (1418 total) | -| EDM = 2.67E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297249.21306497854 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.04 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.34 | 0.21 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.459 | 0.019 | | | -2 | 2 | | -| 3 | p3770_p | 3.62 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.41 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | -4.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.91 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.04 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.15 | 0.09 | | | -2 | 2 | | -| 11| phi_s | 19.1 | 1.5 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.900 | 0.031 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.581 | 0.028 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| omega_s | 7.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.72 | 0.24 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -0.98 | 0.31 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.99 | 0.19 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 23| rho_p | -0.27 | 0.38 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.060 0.015 0.080 0.119 -0.010 0.028 -0.214 -0.249 0.295 0.191 -0.022 -0.107 0.004 -0.006 0.015 0.005 -0.014 0.027 -0.055 -0.000 -0.145 -0.090 0.053 | -| Ctt | -0.060 1.000 -0.012 -0.265 -0.291 -0.013 -0.112 0.254 0.362 -0.395 0.700 -0.036 0.160 0.015 0.156 0.009 0.007 -0.210 -0.001 -0.289 -0.001 0.217 -0.171 0.117 | -| bplus_0 | 0.015 -0.012 1.000 0.035 0.022 0.015 0.020 0.035 0.019 0.015 0.019 -0.008 -0.001 0.271 -0.046 0.000 -0.123 0.046 -0.000 0.032 0.004 0.021 -0.839 -0.048 | -| p3770_p | 0.080 -0.265 0.035 1.000 0.197 0.002 0.276 -0.069 -0.163 0.256 -0.124 0.003 0.027 0.033 0.149 0.024 -0.018 -0.151 0.016 0.367 0.001 -0.074 0.131 -0.021 | -| p4040_p | 0.119 -0.291 0.022 0.197 1.000 -0.007 0.154 0.300 -0.239 0.192 -0.063 -0.011 -0.224 0.010 -0.046 0.023 -0.003 -0.023 0.027 -0.004 0.000 0.023 0.026 0.010 | -| phi_p | -0.010 -0.013 0.015 0.002 -0.007 1.000 0.008 -0.010 -0.007 -0.003 -0.034 0.858 -0.007 0.035 -0.022 0.001 -0.096 -0.006 0.001 0.003 -0.005 -0.002 -0.009 -0.064 | -| DDstar_p | 0.028 -0.112 0.020 0.276 0.154 0.008 1.000 -0.071 -0.122 0.258 -0.252 0.012 0.055 0.070 0.268 0.000 -0.030 0.189 0.028 -0.076 0.001 -0.052 0.349 -0.024 | -| p4160_s | -0.214 0.254 0.035 -0.069 0.300 -0.010 -0.071 1.000 0.040 -0.176 0.143 -0.026 -0.093 0.025 -0.061 0.004 -0.001 -0.005 0.010 -0.084 -0.000 0.306 0.002 0.069 | -| p4040_s | -0.249 0.362 0.019 -0.163 -0.239 -0.007 -0.122 0.040 1.000 -0.556 0.113 -0.019 -0.014 0.018 -0.046 -0.000 -0.000 0.081 0.006 -0.090 -0.000 0.162 0.010 0.053 | -| p4160_p | 0.295 -0.395 0.015 0.256 0.192 -0.003 0.258 -0.176 -0.556 1.000 -0.075 -0.003 -0.117 0.008 0.045 0.024 -0.005 0.024 0.035 0.081 0.000 -0.055 0.026 -0.009 | -| bplus_2 | 0.191 0.700 0.019 -0.124 -0.063 -0.034 -0.252 0.143 0.113 -0.075 1.000 -0.089 -0.025 0.029 0.057 0.005 0.025 -0.125 0.009 -0.085 -0.003 -0.038 -0.321 0.273 | -| phi_s | -0.022 -0.036 -0.008 0.003 -0.011 0.858 0.012 -0.026 -0.019 -0.003 -0.089 1.000 -0.007 0.007 -0.006 0.000 -0.051 -0.013 0.001 -0.003 -0.008 -0.007 0.010 -0.031 | -| psi2s_p | -0.107 0.160 -0.001 0.027 -0.224 -0.007 0.055 -0.093 -0.014 -0.117 -0.025 -0.007 1.000 0.017 0.019 0.027 -0.008 -0.417 0.027 0.056 0.001 0.009 0.070 -0.001 | -| rho_s | 0.004 0.015 0.271 0.033 0.010 0.035 0.070 0.025 0.018 0.008 0.029 0.007 0.017 1.000 0.025 -0.001 -0.403 0.027 -0.001 0.048 0.018 0.025 -0.178 0.163 | -| jpsi_p | -0.006 0.156 -0.046 0.149 -0.046 -0.022 0.268 -0.061 -0.046 0.045 0.057 -0.006 0.019 0.025 1.000 0.040 -0.031 0.007 0.051 0.317 0.003 -0.031 0.123 -0.090 | -| Dbar_s | 0.015 0.009 0.000 0.024 0.023 0.001 0.000 0.004 -0.000 0.024 0.005 0.000 0.027 -0.001 0.040 1.000 0.000 0.026 -0.001 0.018 -0.000 -0.001 -0.006 0.001 | -| omega_s | 0.005 0.007 -0.123 -0.018 -0.003 -0.096 -0.030 -0.001 -0.000 -0.005 0.025 -0.051 -0.008 -0.403 -0.031 0.000 1.000 -0.010 0.000 -0.017 -0.117 -0.007 0.089 0.315 | -| p3770_s | -0.014 -0.210 0.046 -0.151 -0.023 -0.006 0.189 -0.005 0.081 0.024 -0.125 -0.013 -0.417 0.027 0.007 0.026 -0.010 1.000 0.022 0.036 0.000 0.002 0.092 0.015 | -| DDstar_s | 0.027 -0.001 -0.000 0.016 0.027 0.001 0.028 0.010 0.006 0.035 0.009 0.001 0.027 -0.001 0.051 -0.001 0.000 0.022 1.000 0.003 -0.000 0.001 -0.010 0.000 | -| Dbar_p | -0.055 -0.289 0.032 0.367 -0.004 0.003 -0.076 -0.084 -0.090 0.081 -0.085 -0.003 0.056 0.048 0.317 0.018 -0.017 0.036 0.003 1.000 0.000 0.005 0.185 0.016 | -| omega_p | -0.000 -0.001 0.004 0.001 0.000 -0.005 0.001 -0.000 -0.000 0.000 -0.003 -0.008 0.001 0.018 0.003 -0.000 -0.117 0.000 -0.000 0.000 1.000 0.000 -0.004 0.007 | -| p4415_s | -0.145 0.217 0.021 -0.074 0.023 -0.002 -0.052 0.306 0.162 -0.055 -0.038 -0.007 0.009 0.025 -0.031 -0.001 -0.007 0.002 0.001 0.005 0.000 1.000 0.095 0.020 | -| bplus_1 | -0.090 -0.171 -0.839 0.131 0.026 -0.009 0.349 0.002 0.010 0.026 -0.321 0.010 0.070 -0.178 0.123 -0.006 0.089 0.092 -0.010 0.185 -0.004 0.095 1.000 0.045 | -| rho_p | 0.053 0.117 -0.048 -0.021 0.010 -0.064 -0.024 0.069 0.053 -0.009 0.273 -0.031 -0.001 0.163 -0.090 0.001 0.315 0.015 0.000 0.016 0.007 0.020 0.045 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.20914647006931464}), (, {'error': 0.2123466649938867}), (, {'error': 0.0192237802420141}), (, {'error': 0.11709819846041825}), (, {'error': 0.19664882689492313}), (, {'error': 0.33614356307665183}), (, {'error': 0.3318681481762358}), (, {'error': 0.16815807123236493}), (, {'error': 0.17305013540701303}), (, {'error': 0.11710319650941114}), (, {'error': 0.08680017586414424}), (, {'error': 1.5332770664058053}), (, {'error': 0.03147922517144952}), (, {'error': 0.3307517266626331}), (, {'error': 0.027658889606215986}), (, {'error': 0.017107036933444564}), (, {'error': 0.9294738129612896}), (, {'error': 0.23693601212803994}), (, {'error': 0.020117599984452728}), (, {'error': 0.3116899385040499}), (, {'error': 0.11532992763507188}), (, {'error': 0.19036954661493133}), (, {'error': 0.0406644696962144}), (, {'error': 0.3796376667408512})]) -Toy 21/25 -Time taken: 1 h, 47 min -Projected time left: 20 min, 24 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=297 (297 total) | -| EDM = 2.88E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297187.88406921254 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.18 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.62 | 0.19 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.477 | 0.019 | | | -2 | 2 | | -| 3 | p3770_p | -2.87 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 0.7 | 9.0 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 1.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.92 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 0.006 | 0.114 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | 4.18 | 0.12 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.19 | 0.08 | | | -2 | 2 | | -| 11| phi_s | 16.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.60 | 0.21 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -4.64 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.298 | 0.015 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.9 | 0.7 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.03 | 0.25 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.18 | 0.08 | | | -0.3 | 0.3 | | -| 19| Dbar_p | -2.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 0.32 | 0.25 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.130 | 0.024 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 23| rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.041 -0.004 -0.012 0.039 -0.001 0.023 -0.021 0.038 -0.055 -0.028 0.001 -0.019 0.002 -0.023 -0.006 0.001 -0.022 -0.027 -0.040 -0.002 -0.189 0.025 -0.002 | -| Ctt | -0.041 1.000 -0.001 0.048 -0.080 0.010 0.050 0.253 -0.082 0.031 0.547 -0.007 0.395 -0.012 -0.009 0.129 -0.007 0.083 -0.227 0.464 0.012 0.019 -0.197 0.016 | -| bplus_0 | -0.004 -0.001 1.000 0.032 -0.019 0.003 0.034 0.043 -0.019 0.014 0.027 -0.006 0.000 0.146 0.033 -0.011 -0.011 0.024 -0.002 -0.017 -0.009 0.003 -0.787 -0.023 | -| p3770_p | -0.012 0.048 0.032 1.000 -0.356 -0.006 0.431 0.065 -0.339 0.365 -0.163 -0.004 0.175 0.008 0.305 -0.056 0.000 0.083 -0.010 0.356 -0.002 0.035 0.073 -0.005 | -| p4040_p | 0.039 -0.080 -0.019 -0.356 1.000 -0.002 -0.220 -0.357 0.956 -0.363 0.103 0.002 -0.194 0.013 -0.433 -0.054 -0.001 -0.315 -0.082 -0.554 -0.005 -0.046 0.088 -0.001 | -| phi_p | -0.001 0.010 0.003 -0.006 -0.002 1.000 -0.006 0.007 -0.002 -0.000 0.020 0.855 0.000 0.034 -0.018 -0.000 -0.008 0.002 0.002 0.007 0.101 0.001 -0.007 0.029 | -| DDstar_p | 0.023 0.050 0.034 0.431 -0.220 -0.006 1.000 -0.069 -0.206 0.281 -0.360 -0.006 0.125 0.051 0.269 0.100 -0.003 0.255 -0.216 0.273 -0.002 0.003 0.437 -0.005 | -| p4160_s | -0.021 0.253 0.043 0.065 -0.357 0.007 -0.069 1.000 -0.341 0.011 0.178 -0.010 0.053 -0.003 0.084 0.038 -0.007 0.113 0.101 0.172 0.010 -0.026 -0.106 0.013 | -| p4040_s | 0.038 -0.082 -0.019 -0.339 0.956 -0.002 -0.206 -0.341 1.000 -0.340 0.096 0.002 -0.186 0.013 -0.414 -0.052 -0.001 -0.303 -0.081 -0.531 -0.005 -0.044 0.086 -0.001 | -| p4160_p | -0.055 0.031 0.014 0.365 -0.363 -0.000 0.281 0.011 -0.340 1.000 -0.116 -0.002 0.253 -0.013 0.486 0.038 0.002 0.352 0.151 0.535 0.003 0.066 -0.082 -0.001 | -| bplus_2 | -0.028 0.547 0.027 -0.163 0.103 0.020 -0.360 0.178 0.096 -0.116 1.000 -0.034 -0.053 -0.008 -0.289 -0.009 -0.025 -0.180 0.090 -0.170 0.031 0.029 -0.335 0.049 | -| phi_s | 0.001 -0.007 -0.006 -0.004 0.002 0.855 -0.006 -0.010 0.002 -0.002 -0.034 1.000 -0.002 0.027 -0.022 0.003 0.005 -0.001 -0.001 0.011 0.095 -0.001 -0.000 0.031 | -| psi2s_p | -0.019 0.395 0.000 0.175 -0.194 0.000 0.125 0.053 -0.186 0.253 -0.053 -0.002 1.000 -0.015 0.401 0.050 0.002 0.052 0.039 0.543 0.003 0.028 -0.091 0.000 | -| rho_s | 0.002 -0.012 0.146 0.008 0.013 0.034 0.051 -0.003 0.013 -0.013 -0.008 0.027 -0.015 1.000 -0.013 -0.006 -0.122 -0.008 -0.017 -0.027 0.167 -0.003 -0.072 0.025 | -| jpsi_p | -0.023 -0.009 0.033 0.305 -0.433 -0.018 0.269 0.084 -0.414 0.486 -0.289 -0.022 0.401 -0.013 1.000 -0.009 -0.003 0.434 0.199 0.601 -0.002 0.049 -0.035 -0.003 | -| Dbar_s | -0.006 0.129 -0.011 -0.056 -0.054 -0.000 0.100 0.038 -0.052 0.038 -0.009 0.003 0.050 -0.006 -0.009 1.000 0.002 0.055 -0.059 0.137 -0.001 0.008 -0.036 -0.002 | -| omega_s | 0.001 -0.007 -0.011 0.000 -0.001 -0.008 -0.003 -0.007 -0.001 0.002 -0.025 0.005 0.002 -0.122 -0.003 0.002 1.000 0.001 0.001 0.008 0.430 -0.000 0.005 0.046 | -| p3770_s | -0.022 0.083 0.024 0.083 -0.315 0.002 0.255 0.113 -0.303 0.352 -0.180 -0.001 0.052 -0.008 0.434 0.055 0.001 1.000 -0.028 0.540 0.003 0.037 -0.030 -0.000 | -| DDstar_s | -0.027 -0.227 -0.002 -0.010 -0.082 0.002 -0.216 0.101 -0.081 0.151 0.090 -0.001 0.039 -0.017 0.199 -0.059 0.001 -0.028 1.000 -0.248 0.003 0.028 -0.150 0.002 | -| Dbar_p | -0.040 0.464 -0.017 0.356 -0.554 0.007 0.273 0.172 -0.531 0.535 -0.170 0.011 0.543 -0.027 0.601 0.137 0.008 0.540 -0.248 1.000 0.004 0.060 -0.139 -0.004 | -| omega_p | -0.002 0.012 -0.009 -0.002 -0.005 0.101 -0.002 0.010 -0.005 0.003 0.031 0.095 0.003 0.167 -0.002 -0.001 0.430 0.003 0.003 0.004 1.000 0.002 0.007 -0.019 | -| p4415_s | -0.189 0.019 0.003 0.035 -0.046 0.001 0.003 -0.026 -0.044 0.066 0.029 -0.001 0.028 -0.003 0.049 0.008 -0.000 0.037 0.028 0.060 0.002 1.000 -0.035 0.002 | -| bplus_1 | 0.025 -0.197 -0.787 0.073 0.088 -0.007 0.437 -0.106 0.086 -0.082 -0.335 -0.000 -0.091 -0.072 -0.035 -0.036 0.005 -0.030 -0.150 -0.139 0.007 -0.035 1.000 0.018 | -| rho_p | -0.002 0.016 -0.023 -0.005 -0.001 0.029 -0.005 0.013 -0.001 -0.001 0.049 0.031 0.000 0.025 -0.003 -0.002 0.046 -0.000 0.002 -0.004 -0.019 0.002 0.018 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21194807704753726}), (, {'error': 0.18816954043058454}), (, {'error': 0.019350593494606994}), (, {'error': 0.15063569562434598}), (, {'error': 8.975920773513014}), (, {'error': 0.36271086731976654}), (, {'error': 0.6870019030469039}), (, {'error': 0.14636413129179293}), (, {'error': 0.11366148234829535}), (, {'error': 0.11989494182458049}), (, {'error': 0.0816896824512593}), (, {'error': 1.2817327333983677}), (, {'error': 0.037388764938032004}), (, {'error': 0.211690220535656}), (, {'error': 0.035086821985421235}), (, {'error': 0.015078132697116942}), (, {'error': 0.6537113731117308}), (, {'error': 0.2514066789221663}), (, {'error': 0.07927717769761224}), (, {'error': 0.6758825415237601}), (, {'error': 0.253949448565884}), (, {'error': 0.024396086892577468}), (, {'error': 0.044291733261302535}), (, {'error': 0.07765966709499095})]) -Toy 22/25 -Time taken: 1 h, 51 min -Projected time left: 15 min, 9 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1297 (1297 total) | -| EDM = 4.08E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296987.94815152313 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.02 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.008 | 0.223 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.68 | 0.05 | | | -2 | 2 | | -| 3 | p3770_p | -2.95 | 0.12 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.66 | 0.20 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.73 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 0.030 | 0.838 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.44 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.08 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.25 | 0.13 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.16 | 0.12 | | | -2 | 2 | | -| 11| phi_s | 21.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.23 | 0.31 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -4.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 16| omega_s | 5.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.36 | 0.25 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.30 | 0.11 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 0.9 | 0.7 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 1.37 | 0.09 | | | -2 | 2 | | -| 23| rho_p | -0.21 | 0.27 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.240 0.076 0.230 0.395 0.005 -0.503 -0.109 -0.143 0.595 -0.157 -0.001 0.138 -0.023 0.438 -0.003 0.012 0.173 -0.148 0.139 -0.001 -0.119 0.027 0.023 | -| Ctt | -0.240 1.000 0.102 -0.185 -0.224 -0.024 0.514 0.132 0.190 -0.408 -0.525 -0.037 0.206 -0.039 -0.404 -0.282 0.025 0.008 0.141 -0.630 -0.001 0.154 0.032 0.090 | -| bplus_0 | 0.076 0.102 1.000 0.034 0.071 0.002 0.026 -0.046 -0.067 0.081 -0.176 0.073 0.037 -0.201 -0.024 -0.124 0.097 0.047 -0.072 -0.149 -0.002 -0.089 -0.937 0.038 | -| p3770_p | 0.230 -0.185 0.034 1.000 0.253 0.007 -0.290 0.042 -0.034 0.309 -0.047 0.005 0.118 -0.009 0.204 0.264 0.001 -0.183 -0.005 0.203 -0.000 -0.029 -0.039 -0.003 | -| p4040_p | 0.395 -0.224 0.071 0.253 1.000 0.008 -0.375 0.349 -0.126 0.484 -0.030 0.007 0.065 -0.024 0.389 0.017 0.009 0.139 -0.062 -0.016 -0.000 0.027 0.012 -0.001 | -| phi_p | 0.005 -0.024 0.002 0.007 0.008 1.000 -0.021 -0.014 -0.010 0.017 0.075 0.608 0.006 0.021 0.006 0.000 -0.108 0.000 -0.004 0.002 0.003 -0.008 0.005 -0.246 | -| DDstar_p | -0.503 0.514 0.026 -0.290 -0.375 -0.021 1.000 -0.134 -0.119 -0.642 -0.041 -0.012 -0.224 -0.013 -0.684 -0.117 0.008 -0.152 0.295 -0.694 0.000 -0.005 0.001 0.010 | -| p4160_s | -0.109 0.132 -0.046 0.042 0.349 -0.014 -0.134 1.000 0.045 0.009 -0.063 -0.036 0.014 0.011 0.076 -0.057 0.002 0.083 -0.063 0.022 -0.000 0.264 0.005 0.058 | -| p4040_s | -0.143 0.190 -0.067 -0.034 -0.126 -0.010 -0.119 0.045 1.000 -0.272 -0.000 -0.028 0.051 0.018 0.076 -0.073 -0.003 0.162 -0.084 0.040 0.000 0.115 0.009 0.040 | -| p4160_p | 0.595 -0.408 0.081 0.309 0.484 0.017 -0.642 0.009 -0.272 1.000 -0.030 0.019 0.171 -0.023 0.578 0.098 0.006 0.193 -0.131 0.215 -0.001 -0.008 0.006 -0.016 | -| bplus_2 | -0.157 -0.525 -0.176 -0.047 -0.030 0.075 -0.041 -0.063 -0.000 -0.030 1.000 0.133 -0.050 0.045 0.145 0.116 -0.055 0.015 0.099 0.080 0.001 0.073 -0.004 -0.288 | -| phi_s | -0.001 -0.037 0.073 0.005 0.007 0.608 -0.012 -0.036 -0.028 0.019 0.133 1.000 0.004 -0.044 -0.007 -0.015 -0.030 -0.005 -0.006 -0.020 -0.001 -0.023 -0.060 -0.148 | -| psi2s_p | 0.138 0.206 0.037 0.118 0.065 0.006 -0.224 0.014 0.051 0.171 -0.050 0.004 1.000 -0.011 0.274 -0.005 0.003 -0.110 -0.059 -0.088 -0.000 0.009 0.009 -0.000 | -| rho_s | -0.023 -0.039 -0.201 -0.009 -0.024 0.021 -0.013 0.011 0.018 -0.023 0.045 -0.044 -0.011 1.000 0.004 0.042 -0.393 -0.019 0.024 0.053 0.021 0.026 0.168 0.147 | -| jpsi_p | 0.438 -0.404 -0.024 0.204 0.389 0.006 -0.684 0.076 0.076 0.578 0.145 -0.007 0.274 0.004 1.000 0.142 -0.009 0.296 -0.185 0.246 0.000 -0.042 0.028 -0.014 | -| Dbar_s | -0.003 -0.282 -0.124 0.264 0.017 0.000 -0.117 -0.057 -0.073 0.098 0.116 -0.015 -0.005 0.042 0.142 1.000 -0.017 -0.028 -0.070 0.311 0.000 -0.015 -0.022 0.009 | -| omega_s | 0.012 0.025 0.097 0.001 0.009 -0.108 0.008 0.002 -0.003 0.006 -0.055 -0.030 0.003 -0.393 -0.009 -0.017 1.000 0.008 -0.010 -0.022 -0.068 -0.008 -0.087 0.299 | -| p3770_s | 0.173 0.008 0.047 -0.183 0.139 0.000 -0.152 0.083 0.162 0.193 0.015 -0.005 -0.110 -0.019 0.296 -0.028 0.008 1.000 0.006 -0.199 -0.000 0.014 0.002 0.012 | -| DDstar_s | -0.148 0.141 -0.072 -0.005 -0.062 -0.004 0.295 -0.063 -0.084 -0.131 0.099 -0.006 -0.059 0.024 -0.185 -0.070 -0.010 0.006 1.000 -0.236 0.000 -0.029 -0.015 -0.005 | -| Dbar_p | 0.139 -0.630 -0.149 0.203 -0.016 0.002 -0.694 0.022 0.040 0.215 0.080 -0.020 -0.088 0.053 0.246 0.311 -0.022 -0.199 -0.236 1.000 0.000 0.024 -0.034 0.017 | -| omega_p | -0.001 -0.001 -0.002 -0.000 -0.000 0.003 0.000 -0.000 0.000 -0.001 0.001 -0.001 -0.000 0.021 0.000 0.000 -0.068 -0.000 0.000 0.000 1.000 0.000 0.002 0.009 | -| p4415_s | -0.119 0.154 -0.089 -0.029 0.027 -0.008 -0.005 0.264 0.115 -0.008 0.073 -0.023 0.009 0.026 -0.042 -0.015 -0.008 0.014 -0.029 0.024 0.000 1.000 -0.008 0.024 | -| bplus_1 | 0.027 0.032 -0.937 -0.039 0.012 0.005 0.001 0.005 0.009 0.006 -0.004 -0.060 0.009 0.168 0.028 -0.022 -0.087 0.002 -0.015 -0.034 0.002 -0.008 1.000 -0.049 | -| rho_p | 0.023 0.090 0.038 -0.003 -0.001 -0.246 0.010 0.058 0.040 -0.016 -0.288 -0.148 -0.000 0.147 -0.014 0.009 0.299 0.012 -0.005 0.017 0.009 0.024 -0.049 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.22066462915725715}), (, {'error': 0.22255043130360752}), (, {'error': 0.04518034955906236}), (, {'error': 0.12316684524161436}), (, {'error': 0.20014345469538686}), (, {'error': 0.17180313627223054}), (, {'error': 0.8379315159082541}), (, {'error': 0.16403741227053215}), (, {'error': 0.16702935464194474}), (, {'error': 0.13280546123525228}), (, {'error': 0.12088934660530515}), (, {'error': 1.0288023761844958}), (, {'error': 0.03509742167972707}), (, {'error': 0.3134122690213577}), (, {'error': 0.03599325543793519}), (, {'error': 0.37663846818934066}), (, {'error': 0.9088904822669792}), (, {'error': 0.2507660719812239}), (, {'error': 0.10686888065263196}), (, {'error': 0.6701037891868422}), (, {'error': 0.07655886224725528}), (, {'error': 0.1851405695841557}), (, {'error': 0.0869642887872617}), (, {'error': 0.2732270648193911})]) -Toy 23/25 -Time taken: 1 h, 57 min -Projected time left: 10 min, 10 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1263 (1263 total) | -| EDM = 7.9E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297249.12022739195 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.42 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -1.50 | 0.09 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 3 | p3770_p | -2.41 | 0.09 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | 3.26 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | -5.43 | 0.16 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.020 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.17 | 0.16 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | 0.47 | 0.06 | | | -2 | 2 | | -| 11| phi_s | 21.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.932 | 0.030 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | -1.586 | 0.029 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 16| omega_s | 4.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 4.1 | 0.3 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 5.91 | 0.29 | | |-6.28319 | 6.28319 | | -| 20| omega_p | -0.11 | 0.36 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 0.87 | 0.18 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | 0.68 | 0.06 | | | -2 | 2 | | -| 23| rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.018 -0.080 0.079 0.079 -0.017 0.098 0.015 -0.231 0.002 -0.213 -0.054 -0.073 0.032 0.034 0.014 -0.011 -0.026 0.028 -0.042 -0.008 -0.092 0.097 0.062 | -| Ctt | 0.018 1.000 0.011 -0.044 -0.022 -0.004 -0.001 -0.003 0.083 -0.000 -0.176 -0.009 0.015 -0.006 0.037 0.006 0.003 0.023 0.000 -0.016 -0.000 0.032 0.004 0.018 | -| bplus_0 | -0.080 0.011 1.000 0.072 -0.081 -0.056 0.018 0.000 -0.006 0.002 -0.458 0.170 -0.065 -0.514 0.075 0.001 0.273 0.002 0.002 -0.006 0.085 0.006 -0.980 0.066 | -| p3770_p | 0.079 -0.044 0.072 1.000 0.201 -0.002 0.299 0.014 -0.125 0.000 -0.127 -0.005 0.161 -0.028 0.341 0.019 0.014 0.069 -0.002 0.418 0.004 -0.002 -0.109 0.024 | -| p4040_p | 0.079 -0.022 -0.081 0.201 1.000 -0.014 0.285 -0.006 -0.225 -0.003 -0.120 -0.056 -0.104 0.041 0.133 0.036 -0.017 -0.058 0.033 0.014 -0.009 0.119 0.054 0.058 | -| phi_p | -0.017 -0.004 -0.056 -0.002 -0.014 1.000 0.008 -0.000 -0.000 0.000 0.113 0.526 -0.002 0.139 0.025 0.002 -0.145 0.009 0.000 -0.008 -0.028 0.003 0.062 -0.256 | -| DDstar_p | 0.098 -0.001 0.018 0.299 0.285 0.008 1.000 0.020 -0.129 0.000 0.062 -0.001 0.282 0.006 0.445 -0.012 -0.001 -0.148 0.018 -0.163 0.001 0.010 -0.085 0.009 | -| p4160_s | 0.015 -0.003 0.000 0.014 -0.006 -0.000 0.020 1.000 -0.013 -0.002 -0.013 -0.001 0.004 -0.000 0.015 0.002 0.000 -0.002 0.001 0.005 -0.000 0.002 0.001 0.002 | -| p4040_s | -0.231 0.083 -0.006 -0.125 -0.225 -0.000 -0.129 -0.013 1.000 0.008 0.226 0.003 0.060 0.008 -0.129 -0.029 -0.002 -0.088 -0.001 0.003 -0.001 0.069 -0.043 -0.007 | -| p4160_p | 0.002 -0.000 0.002 0.000 -0.003 0.000 0.000 -0.002 0.008 1.000 0.000 0.001 0.003 -0.001 0.001 -0.000 0.000 0.000 -0.001 0.002 0.000 -0.004 -0.002 -0.001 | -| bplus_2 | -0.213 -0.176 -0.458 -0.127 -0.120 0.113 0.062 -0.013 0.226 0.000 1.000 0.067 0.148 0.275 0.025 0.026 -0.176 0.071 -0.025 -0.096 -0.039 0.262 0.367 -0.288 | -| phi_s | -0.054 -0.009 0.170 -0.005 -0.056 0.526 -0.001 -0.001 0.003 0.001 0.067 1.000 -0.030 -0.080 0.044 0.005 0.008 0.025 0.002 -0.036 0.026 0.005 -0.155 -0.153 | -| psi2s_p | -0.073 0.015 -0.065 0.161 -0.104 -0.002 0.282 0.004 0.060 0.003 0.148 -0.030 1.000 0.046 0.161 0.037 -0.022 0.218 0.029 0.181 -0.008 0.041 -0.008 0.019 | -| rho_s | 0.032 -0.006 -0.514 -0.028 0.041 0.139 0.006 -0.000 0.008 -0.001 0.275 -0.080 0.046 1.000 0.002 -0.004 -0.527 0.000 -0.008 0.014 -0.149 0.011 0.496 0.043 | -| jpsi_p | 0.034 0.037 0.075 0.341 0.133 0.025 0.445 0.015 -0.129 0.001 0.025 0.044 0.161 0.002 1.000 0.012 -0.016 -0.105 0.022 0.371 -0.001 -0.023 -0.107 -0.078 | -| Dbar_s | 0.014 0.006 0.001 0.019 0.036 0.002 -0.012 0.002 -0.029 -0.000 0.026 0.005 0.037 -0.004 0.012 1.000 0.002 -0.021 -0.003 0.020 0.001 -0.011 0.009 -0.006 | -| omega_s | -0.011 0.003 0.273 0.014 -0.017 -0.145 -0.001 0.000 -0.002 0.000 -0.176 0.008 -0.022 -0.527 -0.016 0.002 1.000 -0.002 0.004 -0.002 0.453 -0.005 -0.270 0.209 | -| p3770_s | -0.026 0.023 0.002 0.069 -0.058 0.009 -0.148 -0.002 -0.088 0.000 0.071 0.025 0.218 0.000 -0.105 -0.021 -0.002 1.000 -0.004 -0.057 0.001 -0.036 0.021 -0.036 | -| DDstar_s | 0.028 0.000 0.002 -0.002 0.033 0.000 0.018 0.001 -0.001 -0.001 -0.025 0.002 0.029 -0.008 0.022 -0.003 0.004 -0.004 1.000 0.005 0.002 -0.001 0.022 -0.001 | -| Dbar_p | -0.042 -0.016 -0.006 0.418 0.014 -0.008 -0.163 0.005 0.003 0.002 -0.096 -0.036 0.181 0.014 0.371 0.020 -0.002 -0.057 0.005 1.000 -0.003 0.073 -0.064 0.054 | -| omega_p | -0.008 -0.000 0.085 0.004 -0.009 -0.028 0.001 -0.000 -0.001 0.000 -0.039 0.026 -0.008 -0.149 -0.001 0.001 0.453 0.001 0.002 -0.003 1.000 -0.001 -0.083 -0.157 | -| p4415_s | -0.092 0.032 0.006 -0.002 0.119 0.003 0.010 0.002 0.069 -0.004 0.262 0.005 0.041 0.011 -0.023 -0.011 -0.005 -0.036 -0.001 0.073 -0.001 1.000 -0.091 -0.010 | -| bplus_1 | 0.097 0.004 -0.980 -0.109 0.054 0.062 -0.085 0.001 -0.043 -0.002 0.367 -0.155 -0.008 0.496 -0.107 0.009 -0.270 0.021 0.022 -0.064 -0.083 -0.091 1.000 -0.087 | -| rho_p | 0.062 0.018 0.066 0.024 0.058 -0.256 0.009 0.002 -0.007 -0.001 -0.288 -0.153 0.019 0.043 -0.078 -0.006 0.209 -0.036 -0.001 0.054 -0.157 -0.010 -0.087 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2364117529415859}), (, {'error': 0.08857017833427872}), (, {'error': 0.03418096673822435}), (, {'error': 0.08920906519393546}), (, {'error': 0.13475327785385982}), (, {'error': 0.15837903397574804}), (, {'error': 0.3434125905602068}), (, {'error': 0.020002086474228964}), (, {'error': 0.15539651088047013}), (, {'error': 0.009378768318974107}), (, {'error': 0.05579122316291252}), (, {'error': 1.044213030066107}), (, {'error': 0.030223325796678857}), (, {'error': 0.38300476064464267}), (, {'error': 0.02888847418038143}), (, {'error': 0.02525450537590307}), (, {'error': 1.111059245392017}), (, {'error': 0.32428927470034496}), (, {'error': 0.026179925315145264}), (, {'error': 0.2909013462444152}), (, {'error': 0.36172294336173305}), (, {'error': 0.18404731222809945}), (, {'error': 0.059565079969246426}), (, {'error': 0.3316024024591435})]) -Toy 24/25 -Time taken: 2 h, 3 min -Projected time left: 5 min, 7 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1466 (1466 total) | -| EDM = 1.78E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297211.8072582889 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.45 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | Ctt | -0.43 | 0.21 | | | -1.5 | 1.5 | | -| 2 | bplus_0 | 0.424 | 0.017 | | | -2 | 2 | | -| 3 | p3770_p | 3.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | p4040_p | -2.59 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | phi_p | 0.82 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | DDstar_p | 2.00 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.41 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4040_s | 1.18 | 0.17 | | |0.00501244| 2.01499 | | -| 9 | p4160_p | -2.22 | 0.09 | | |-6.28319 | 6.28319 | | -| 10| bplus_2 | -0.37 | 0.08 | | | -2 | 2 | | -| 11| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 12| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | | -| 13| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 14| jpsi_p | 4.666 | 0.027 | | |-6.28319 | 6.28319 | | -| 15| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 16| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 17| p3770_s | 2.96 | 0.23 | | |0.918861 | 4.08114 | | -| 18| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 19| Dbar_p | 5.19 | 0.27 | | |-6.28319 | 6.28319 | | -| 20| omega_p | 1.19 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| p4415_s | 1.30 | 0.19 | | |0.126447 | 2.35355 | | -| 22| bplus_1 | -0.78 | 0.03 | | | -2 | 2 | | -| 23| rho_p | 5.3 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p Ctt bplus_0 p3770_p p4040_p phi_p DDstar_p p4160_s p4040_s p4160_p bplus_2 phi_s psi2s_p rho_s jpsi_p Dbar_s omega_s p3770_s DDstar_s Dbar_p omega_p p4415_s bplus_1 rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.000 0.028 0.056 0.117 -0.024 -0.009 -0.153 -0.216 0.278 0.174 -0.039 -0.114 -0.036 -0.030 0.014 0.013 -0.010 0.029 -0.061 -0.003 -0.174 -0.065 0.057 | -| Ctt | 0.000 1.000 -0.017 -0.222 -0.267 -0.031 -0.115 0.278 0.359 -0.387 0.686 -0.055 0.179 -0.068 0.214 0.008 0.018 -0.205 0.001 -0.271 -0.003 0.165 -0.159 0.100 | -| bplus_0 | 0.028 -0.017 1.000 0.020 0.029 0.009 -0.011 0.034 0.013 0.024 -0.080 -0.026 -0.010 0.241 -0.074 0.001 -0.044 0.044 0.001 0.013 0.150 0.005 -0.832 0.135 | -| p3770_p | 0.056 -0.222 0.020 1.000 0.172 0.008 0.250 -0.076 -0.161 0.236 -0.100 0.009 0.041 0.033 0.078 0.021 -0.006 -0.205 0.015 0.313 0.015 -0.063 0.114 -0.002 | -| p4040_p | 0.117 -0.267 0.029 0.172 1.000 -0.011 0.126 0.288 -0.257 0.178 -0.052 -0.018 -0.238 -0.006 -0.082 0.021 0.006 -0.018 0.028 -0.024 0.001 0.018 0.019 0.021 | -| phi_p | -0.024 -0.031 0.009 0.008 -0.011 1.000 0.010 -0.025 -0.016 -0.003 -0.096 0.582 -0.002 0.226 0.027 0.000 0.006 -0.010 0.001 -0.003 0.073 0.002 -0.016 -0.194 | -| DDstar_p | -0.009 -0.115 -0.011 0.250 0.126 0.010 1.000 -0.071 -0.112 0.236 -0.247 0.013 0.018 0.059 0.208 0.001 -0.013 0.164 0.024 -0.079 0.033 0.003 0.380 0.022 | -| p4160_s | -0.153 0.278 0.034 -0.076 0.288 -0.025 -0.071 1.000 0.064 -0.222 0.122 -0.042 -0.066 -0.029 -0.036 0.003 0.011 0.012 0.008 -0.060 0.005 0.342 0.030 0.072 | -| p4040_s | -0.216 0.359 0.013 -0.161 -0.257 -0.016 -0.112 0.064 1.000 -0.562 0.089 -0.026 0.033 -0.019 -0.001 -0.001 0.007 0.100 0.004 -0.051 0.003 0.197 0.035 0.048 | -| p4160_p | 0.278 -0.387 0.024 0.236 0.178 -0.003 0.236 -0.222 -0.562 1.000 -0.055 -0.007 -0.151 0.005 -0.012 0.023 0.002 0.015 0.037 0.052 0.002 -0.101 0.009 0.005 | -| bplus_2 | 0.174 0.686 -0.080 -0.100 -0.052 -0.096 -0.247 0.122 0.089 -0.055 1.000 -0.150 -0.018 -0.204 0.091 0.005 0.058 -0.113 0.009 -0.077 -0.038 -0.145 -0.235 0.228 | -| phi_s | -0.039 -0.055 -0.026 0.009 -0.018 0.582 0.013 -0.042 -0.026 -0.007 -0.150 1.000 -0.002 0.092 0.042 -0.000 -0.026 -0.020 0.000 -0.009 0.032 0.003 0.015 -0.155 | -| psi2s_p | -0.114 0.179 -0.010 0.041 -0.238 -0.002 0.018 -0.066 0.033 -0.151 -0.018 -0.002 1.000 0.009 -0.008 0.021 0.001 -0.431 0.022 0.018 0.003 0.045 0.056 0.003 | -| rho_s | -0.036 -0.068 0.241 0.033 -0.006 0.226 0.059 -0.029 -0.019 0.005 -0.204 0.092 0.009 1.000 0.077 -0.001 -0.121 0.002 -0.001 0.019 0.550 0.022 -0.173 0.021 | -| jpsi_p | -0.030 0.214 -0.074 0.078 -0.082 0.027 0.208 -0.036 -0.001 -0.012 0.091 0.042 -0.008 0.077 1.000 0.034 -0.008 -0.023 0.045 0.238 0.013 -0.008 0.093 -0.073 | -| Dbar_s | 0.014 0.008 0.001 0.021 0.021 0.000 0.001 0.003 -0.001 0.023 0.005 -0.000 0.021 -0.001 0.034 1.000 -0.000 0.021 -0.001 0.013 0.000 -0.002 -0.004 0.001 | -| omega_s | 0.013 0.018 -0.044 -0.006 0.006 0.006 -0.013 0.011 0.007 0.002 0.058 -0.026 0.001 -0.121 -0.008 -0.000 1.000 0.004 -0.000 -0.003 -0.556 -0.005 0.033 -0.015 | -| p3770_s | -0.010 -0.205 0.044 -0.205 -0.018 -0.010 0.164 0.012 0.100 0.015 -0.113 -0.020 -0.431 0.002 -0.023 0.021 0.004 1.000 0.019 0.006 0.007 0.022 0.081 0.029 | -| DDstar_s | 0.029 0.001 0.001 0.015 0.028 0.001 0.024 0.008 0.004 0.037 0.009 0.000 0.022 -0.001 0.045 -0.001 -0.000 0.019 1.000 0.003 0.000 -0.002 -0.008 0.000 | -| Dbar_p | -0.061 -0.271 0.013 0.313 -0.024 -0.003 -0.079 -0.060 -0.051 0.052 -0.077 -0.009 0.018 0.019 0.238 0.013 -0.003 0.006 0.003 1.000 0.020 0.050 0.194 0.039 | -| omega_p | -0.003 -0.003 0.150 0.015 0.001 0.073 0.033 0.005 0.003 0.002 -0.038 0.032 0.003 0.550 0.013 0.000 -0.556 0.007 0.000 0.020 1.000 0.012 -0.104 0.295 | -| p4415_s | -0.174 0.165 0.005 -0.063 0.018 0.002 0.003 0.342 0.197 -0.101 -0.145 0.003 0.045 0.022 -0.008 -0.002 -0.005 0.022 -0.002 0.050 0.012 1.000 0.162 0.008 | -| bplus_1 | -0.065 -0.159 -0.832 0.114 0.019 -0.016 0.380 0.030 0.035 0.009 -0.235 0.015 0.056 -0.173 0.093 -0.004 0.033 0.081 -0.008 0.194 -0.104 0.162 1.000 -0.072 | -| rho_p | 0.057 0.100 0.135 -0.002 0.021 -0.194 0.022 0.072 0.048 0.005 0.228 -0.155 0.003 0.021 -0.073 0.001 -0.015 0.029 0.000 0.039 0.295 0.008 -0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16025290014138105}), (, {'error': 0.2074317892482035}), (, {'error': 0.016635578948808627}), (, {'error': 0.10494520957097997}), (, {'error': 0.15538693554187843}), (, {'error': 0.17064422277832803}), (, {'error': 0.2954241319235509}), (, {'error': 0.16753931309053893}), (, {'error': 0.17264979190947183}), (, {'error': 0.09461586230886887}), (, {'error': 0.07675839194256784}), (, {'error': 1.0009376588993515}), (, {'error': 0.031773132089917056}), (, {'error': 0.33061410852567186}), (, {'error': 0.02676570316361282}), (, {'error': 0.013518922860925153}), (, {'error': 4.205927926641044}), (, {'error': 0.2295915694313817}), (, {'error': 0.016954545497213452}), (, {'error': 0.2702321849317242}), (, {'error': 0.21234845784829037}), (, {'error': 0.19420353173811056}), (, {'error': 0.03399419040731666}), (, {'error': 0.3442880296900457})]) -Toy 25/25 -Time taken: 2 h, 9 min -Projected time left: -20/25 fits converged -Mean Ctt value = -0.4108511568372194 -Mean Ctt error = 0.16425889561612467 -95 Sensitivy = 0.00022664027222784312 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247883.out b/finished fits/ff1data1/slurm-2247883.out deleted file mode 100644 index 3804b32..0000000 --- a/finished fits/ff1data1/slurm-2247883.out +++ /dev/null @@ -1,5592 +0,0 @@ -Simulation starting -2019-09-05 21:16:45.572357: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:16:45.921547: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 21:16:45.924789: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:16:45.939948: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:16:45.953547: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:16:45.973746: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:16:45.982448: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:16:45.988397: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:16:46.007760: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:16:46.014553: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:16:46.015118: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:16:46.045069: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:16:46.045731: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55d8d80d6a50 executing computations on platform Host. Devices: -2019-09-05 21:16:46.045825: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:16:46.050315: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:15:00.0 -2019-09-05 21:16:46.050617: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:16:46.050664: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:16:46.050694: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:16:46.050722: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:16:46.050750: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:16:46.050778: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:16:46.050806: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:16:46.058624: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:16:46.058902: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:16:46.301850: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:16:46.301910: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:16:46.301926: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:16:46.311734: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:15:00.0, compute capability: 3.7) -2019-09-05 21:16:46.315027: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55d8d8632ff0 executing computations on platform CUDA. Devices: -2019-09-05 21:16:46.315099: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:16:48.707135 140495735486208 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:16:48.784114 140495735486208 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:16:49.422667 140495735486208 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:17:19.476939: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:17:30.927209 140495735486208 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321075.2974027 Edm = 481.418 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321075.2974027 Edm = 481.418 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302522.3464406 Edm = 3.11249 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302221.9709971 Edm = 2.26716 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 302218.4377534 Edm = 5.78957 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 301841.5881711 Edm = 467.264 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 301831.6784887 Edm = 17.6221 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 301726.1070162 Edm = 77.2642 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 301163.0880395 Edm = 7.57255 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 301148.4856725 Edm = 1.4647 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 301142.3231126 Edm = 4.41832 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 300928.9209397 Edm = 21.1942 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 300914.1468898 Edm = 2.37507 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 300907.4473498 Edm = 2.90965 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 300506.3689495 Edm = 712.917 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 300506.3689495 Edm = 712.917 NCalls = 71 -VariableMetric: After Hessian - FCN = 300506.3689495 Edm = 7.77654e+08 NCalls = 544 -VariableMetric: Iteration # 15 - FCN = 300506.3689495 Edm = 7.77654e+08 NCalls = 544 -VariableMetric: Iteration # 16 - FCN = 300506.3689495 Edm = 7.77654e+08 NCalls = 555 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306055.114286 Edm = 43.4313 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306055.114286 Edm = 43.4313 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301338.6378346 Edm = 4.16811 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301324.2962786 Edm = 11.4839 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301313.0594133 Edm = 9.13168 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 301063.1361193 Edm = 176.292 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299663.3191328 Edm = 64.5906 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299597.8729897 Edm = 1.03777 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 299596.5283078 Edm = 0.669647 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 299395.0565185 Edm = 114.832 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 299166.7508464 Edm = 24.4662 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 299088.8102432 Edm = 39.0892 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298682.9046601 Edm = 1.01392 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298681.4250673 Edm = 5.91054 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 298673.1702519 Edm = 2.53467 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 298634.1437898 Edm = 25.1225 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 298229.0276565 Edm = 123.499 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297880.470505 Edm = 50.3088 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297840.6904374 Edm = 23.8464 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297828.0188649 Edm = 3.0542 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297824.6986863 Edm = 0.33459 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297824.1679775 Edm = 0.140988 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297820.0477063 Edm = 3.91545 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297781.7352636 Edm = 0.0861052 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297781.4830359 Edm = 0.177457 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297765.864154 Edm = 28.3475 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297765.3017309 Edm = 0.510648 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297717.6686417 Edm = 44.7433 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297468.4315328 Edm = 30.8102 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297437.2199379 Edm = 21.4709 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297410.6913875 Edm = 14.3792 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297397.7308679 Edm = 1.49105 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297395.7258533 Edm = 0.784739 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297393.5042377 Edm = 1.41177 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297389.7719074 Edm = 1.24456 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297388.3512221 Edm = 0.489803 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297387.1183133 Edm = 0.201415 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297386.7518153 Edm = 0.067749 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297386.4419089 Edm = 0.105526 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297386.3413703 Edm = 0.32895 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297385.8805872 Edm = 0.355937 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297385.8465774 Edm = 0.142688 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297385.4817122 Edm = 0.452794 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297385.387753 Edm = 0.187186 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297381.9980654 Edm = 2.81517 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297381.9029082 Edm = 0.21789 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297381.7825454 Edm = 0.0893007 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297379.951404 Edm = 1.53311 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297379.4020268 Edm = 0.91427 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297377.5620145 Edm = 1.73081 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297370.4628066 Edm = 3.23365 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297368.674342 Edm = 0.577875 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297368.1039318 Edm = 0.0807818 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297367.9938564 Edm = 0.0247127 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297367.764751 Edm = 0.333811 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297367.3949543 Edm = 0.277407 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297362.8678958 Edm = 2.96876 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297358.1758571 Edm = 2.80881 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297351.5585491 Edm = 11.428 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297337.287395 Edm = 10.42 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297335.5933268 Edm = 2.2198 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297333.7255056 Edm = 0.557808 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297333.3266897 Edm = 0.0256935 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297333.3015807 Edm = 0.00589155 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297333.266651 Edm = 0.0198414 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297333.1854508 Edm = 0.035076 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297332.8562326 Edm = 0.315814 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297325.5340104 Edm = 3.63025 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297318.1614398 Edm = 0.819523 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297317.6754668 Edm = 0.0908952 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297317.5913591 Edm = 0.0142349 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297317.5654758 Edm = 0.0204404 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297317.4046465 Edm = 0.115016 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297316.280496 Edm = 0.716826 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297305.1526574 Edm = 9.54556 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297274.6494547 Edm = 6.20926 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297268.0043933 Edm = 4.01626 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297263.3879513 Edm = 1.77849 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297257.9307964 Edm = 3.2235 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297254.5743548 Edm = 0.667238 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297253.847987 Edm = 0.415593 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297253.5156285 Edm = 0.236311 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297253.1950467 Edm = 0.171285 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297253.0611554 Edm = 0.0171723 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297253.0378677 Edm = 0.00212614 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297253.0317351 Edm = 0.00205925 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297253.0248785 Edm = 0.00300796 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297253.0141288 Edm = 0.00714445 NCalls = 269 -VariableMetric: Iteration # 87 - FCN = 297252.7826457 Edm = 0.248671 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297250.8768931 Edm = 1.27441 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297244.6394341 Edm = 13.049 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297235.5828056 Edm = 5.20572 NCalls = 288 -VariableMetric: Iteration # 91 - FCN = 297230.0707263 Edm = 4.69554 NCalls = 289 -VariableMetric: Iteration # 92 - FCN = 297228.6547683 Edm = 0.409452 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297227.6429 Edm = 0.460522 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297226.5434436 Edm = 0.341295 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297226.1097429 Edm = 0.133876 NCalls = 300 -VariableMetric: Iteration # 96 - FCN = 297225.9694672 Edm = 0.0780109 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297225.9011144 Edm = 0.0481677 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297225.8617818 Edm = 0.00649355 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297225.8561948 Edm = 0.00112807 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297225.8526064 Edm = 0.00257393 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297225.8345439 Edm = 0.00614344 NCalls = 314 -VariableMetric: Iteration # 102 - FCN = 297225.8261286 Edm = 0.00327253 NCalls = 316 -VariableMetric: Iteration # 103 - FCN = 297225.8195895 Edm = 0.00395603 NCalls = 318 -VariableMetric: Iteration # 104 - FCN = 297225.8013745 Edm = 0.00813697 NCalls = 320 -VariableMetric: Iteration # 105 - FCN = 297225.7753196 Edm = 0.0182226 NCalls = 323 -VariableMetric: Iteration # 106 - FCN = 297225.7413586 Edm = 0.0144906 NCalls = 327 -VariableMetric: Iteration # 107 - FCN = 297225.7229879 Edm = 0.0200776 NCalls = 329 -VariableMetric: Iteration # 108 - FCN = 297225.6913973 Edm = 0.0158078 NCalls = 331 -VariableMetric: Iteration # 109 - FCN = 297225.6513003 Edm = 0.0411467 NCalls = 333 -VariableMetric: Iteration # 110 - FCN = 297225.6189066 Edm = 0.0247718 NCalls = 336 -VariableMetric: Iteration # 111 - FCN = 297225.5741367 Edm = 0.0843785 NCalls = 338 -VariableMetric: Iteration # 112 - FCN = 297225.3601301 Edm = 0.0900144 NCalls = 349 -VariableMetric: Iteration # 113 - FCN = 297224.8728401 Edm = 1.71597 NCalls = 354 -VariableMetric: Iteration # 114 - FCN = 297224.4298695 Edm = 0.533319 NCalls = 357 -VariableMetric: Iteration # 115 - FCN = 297223.9130842 Edm = 0.596441 NCalls = 359 -VariableMetric: Iteration # 116 - FCN = 297223.2871762 Edm = 0.492769 NCalls = 363 -VariableMetric: Iteration # 117 - FCN = 297222.844538 Edm = 0.273521 NCalls = 365 -VariableMetric: Iteration # 118 - FCN = 297220.6351359 Edm = 1.40925 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297218.1551719 Edm = 0.785957 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297217.654107 Edm = 0.160495 NCalls = 375 -VariableMetric: Iteration # 121 - FCN = 297217.4891429 Edm = 0.0596074 NCalls = 377 -VariableMetric: Iteration # 122 - FCN = 297217.4198755 Edm = 0.0324503 NCalls = 379 -VariableMetric: Iteration # 123 - FCN = 297217.4025478 Edm = 0.00726242 NCalls = 381 -VariableMetric: Iteration # 124 - FCN = 297217.3986562 Edm = 0.000468841 NCalls = 383 -VariableMetric: Iteration # 125 - FCN = 297217.3980283 Edm = 0.000156726 NCalls = 385 -VariableMetric: Iteration # 126 - FCN = 297217.3966908 Edm = 0.00129731 NCalls = 388 -VariableMetric: Iteration # 127 - FCN = 297217.3825193 Edm = 0.0135744 NCalls = 393 -VariableMetric: Iteration # 128 - FCN = 297217.2105541 Edm = 0.0943798 NCalls = 397 -VariableMetric: Iteration # 129 - FCN = 297216.9628727 Edm = 0.130831 NCalls = 399 -VariableMetric: Iteration # 130 - FCN = 297216.7894062 Edm = 0.213612 NCalls = 402 -VariableMetric: Iteration # 131 - FCN = 297215.9335898 Edm = 0.486979 NCalls = 406 -VariableMetric: Iteration # 132 - FCN = 297215.0441398 Edm = 0.182224 NCalls = 408 -VariableMetric: Iteration # 133 - FCN = 297214.9459039 Edm = 0.0566241 NCalls = 410 -VariableMetric: Iteration # 134 - FCN = 297214.8972039 Edm = 0.0127089 NCalls = 412 -VariableMetric: Iteration # 135 - FCN = 297214.8704578 Edm = 0.00920934 NCalls = 414 -VariableMetric: Iteration # 136 - FCN = 297214.8569068 Edm = 0.00182083 NCalls = 416 -VariableMetric: Iteration # 137 - FCN = 297214.8549995 Edm = 0.000181915 NCalls = 418 -VariableMetric: Iteration # 138 - FCN = 297214.8547434 Edm = 8.62862e-05 NCalls = 420 -VariableMetric: Iteration # 139 - FCN = 297214.8540403 Edm = 0.000634786 NCalls = 423 -VariableMetric: Iteration # 140 - FCN = 297214.8518394 Edm = 0.000348754 NCalls = 428 -VariableMetric: Iteration # 141 - FCN = 297214.8512138 Edm = 0.00027663 NCalls = 430 -VariableMetric: Iteration # 142 - FCN = 297214.8440655 Edm = 0.00754373 NCalls = 437 -VariableMetric: Iteration # 143 - FCN = 297214.7622654 Edm = 0.0624331 NCalls = 441 -VariableMetric: Iteration # 144 - FCN = 297214.7399274 Edm = 0.0539223 NCalls = 444 -VariableMetric: Iteration # 145 - FCN = 297214.67863 Edm = 0.072133 NCalls = 448 -VariableMetric: Iteration # 146 - FCN = 297214.2626214 Edm = 0.0864792 NCalls = 453 -VariableMetric: Iteration # 147 - FCN = 297214.0373263 Edm = 0.0340909 NCalls = 456 -VariableMetric: Iteration # 148 - FCN = 297214.0270924 Edm = 0.00903922 NCalls = 458 -VariableMetric: Iteration # 149 - FCN = 297214.0220778 Edm = 0.000534066 NCalls = 460 -VariableMetric: Iteration # 150 - FCN = 297214.0214929 Edm = 0.000131345 NCalls = 462 -VariableMetric: Iteration # 151 - FCN = 297214.0209306 Edm = 0.000104117 NCalls = 465 -VariableMetric: Iteration # 152 - FCN = 297214.0207729 Edm = 3.23161e-05 NCalls = 467 -VariableMetric: After Hessian - FCN = 297214.0207729 Edm = 42248.2 NCalls = 946 -VariableMetric: Iteration # 153 - FCN = 297214.0207729 Edm = 42248.2 NCalls = 946 -VariableMetric: Iteration # 154 - FCN = 297210.1023588 Edm = 18743.3 NCalls = 957 -VariableMetric: Iteration # 155 - FCN = 297207.344646 Edm = 2.53173 NCalls = 961 -VariableMetric: Iteration # 156 - FCN = 297207.0542224 Edm = 0.212997 NCalls = 963 -VariableMetric: Iteration # 157 - FCN = 297206.67308 Edm = 0.15202 NCalls = 965 -VariableMetric: Iteration # 158 - FCN = 297204.1820147 Edm = 1.82041 NCalls = 968 -VariableMetric: Iteration # 159 - FCN = 297200.1835092 Edm = 4.5462 NCalls = 971 -VariableMetric: Iteration # 160 - FCN = 297196.3096648 Edm = 5.57083 NCalls = 974 -VariableMetric: Iteration # 161 - FCN = 297191.2950019 Edm = 5.5629 NCalls = 977 -VariableMetric: Iteration # 162 - FCN = 297189.5901173 Edm = 3.42985 NCalls = 980 -VariableMetric: Iteration # 163 - FCN = 297186.1913949 Edm = 1.11784 NCalls = 983 -VariableMetric: Iteration # 164 - FCN = 297184.1788582 Edm = 0.751223 NCalls = 985 -VariableMetric: Iteration # 165 - FCN = 297182.9579147 Edm = 0.487739 NCalls = 987 -VariableMetric: Iteration # 166 - FCN = 297181.7452522 Edm = 0.624801 NCalls = 989 -VariableMetric: Iteration # 167 - FCN = 297180.2075268 Edm = 0.255565 NCalls = 991 -VariableMetric: Iteration # 168 - FCN = 297179.7172769 Edm = 0.191766 NCalls = 993 -VariableMetric: Iteration # 169 - FCN = 297179.1218943 Edm = 0.240146 NCalls = 995 -VariableMetric: Iteration # 170 - FCN = 297178.6655632 Edm = 0.100455 NCalls = 997 -VariableMetric: Iteration # 171 - FCN = 297178.4221433 Edm = 0.101333 NCalls = 999 -VariableMetric: Iteration # 172 - FCN = 297178.0296735 Edm = 0.146387 NCalls = 1001 -VariableMetric: Iteration # 173 - FCN = 297177.6945166 Edm = 0.111724 NCalls = 1004 -VariableMetric: Iteration # 174 - FCN = 297177.5234684 Edm = 0.0467068 NCalls = 1006 -VariableMetric: Iteration # 175 - FCN = 297177.4401162 Edm = 0.0388957 NCalls = 1008 -VariableMetric: Iteration # 176 - FCN = 297177.3576686 Edm = 0.0697725 NCalls = 1011 -VariableMetric: Iteration # 177 - FCN = 297177.2725125 Edm = 0.0290884 NCalls = 1013 -VariableMetric: Iteration # 178 - FCN = 297177.1935258 Edm = 0.0281549 NCalls = 1015 -VariableMetric: Iteration # 179 - FCN = 297177.1354579 Edm = 0.00907226 NCalls = 1017 -VariableMetric: Iteration # 180 - FCN = 297177.1127172 Edm = 0.00834946 NCalls = 1019 -VariableMetric: Iteration # 181 - FCN = 297177.0756918 Edm = 0.0151043 NCalls = 1021 -VariableMetric: Iteration # 182 - FCN = 297177.0326167 Edm = 0.0103578 NCalls = 1023 -VariableMetric: Iteration # 183 - FCN = 297177.0066284 Edm = 0.00602213 NCalls = 1025 -VariableMetric: Iteration # 184 - FCN = 297176.9899126 Edm = 0.00657948 NCalls = 1027 -VariableMetric: Iteration # 185 - FCN = 297176.9583564 Edm = 0.0149678 NCalls = 1029 -VariableMetric: Iteration # 186 - FCN = 297176.902412 Edm = 0.0268087 NCalls = 1031 -VariableMetric: Iteration # 187 - FCN = 297176.7810192 Edm = 0.0483858 NCalls = 1033 -VariableMetric: Iteration # 188 - FCN = 297176.676449 Edm = 0.0539949 NCalls = 1036 -VariableMetric: Iteration # 189 - FCN = 297176.6009369 Edm = 0.0689679 NCalls = 1039 -VariableMetric: Iteration # 190 - FCN = 297176.5314703 Edm = 0.0707321 NCalls = 1041 -VariableMetric: Iteration # 191 - FCN = 297176.406751 Edm = 0.0592053 NCalls = 1045 -VariableMetric: Iteration # 192 - FCN = 297176.2659585 Edm = 0.0835018 NCalls = 1047 -VariableMetric: Iteration # 193 - FCN = 297176.1414766 Edm = 0.0703542 NCalls = 1049 -VariableMetric: Iteration # 194 - FCN = 297176.0358087 Edm = 0.0632776 NCalls = 1051 -VariableMetric: Iteration # 195 - FCN = 297175.9855396 Edm = 0.0235283 NCalls = 1053 -VariableMetric: Iteration # 196 - FCN = 297175.9614456 Edm = 0.00663681 NCalls = 1055 -VariableMetric: Iteration # 197 - FCN = 297175.9518978 Edm = 0.00348341 NCalls = 1057 -VariableMetric: Iteration # 198 - FCN = 297175.9440056 Edm = 0.00223255 NCalls = 1059 -VariableMetric: Iteration # 199 - FCN = 297175.940134 Edm = 0.00105276 NCalls = 1061 -VariableMetric: Iteration # 200 - FCN = 297175.9380904 Edm = 0.000175203 NCalls = 1063 -VariableMetric: Iteration # 201 - FCN = 297175.9378793 Edm = 1.83488e-05 NCalls = 1065 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340992.756202 Edm = 22222.8 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340992.756202 Edm = 22222.8 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 315737.7838773 Edm = 152.417 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 298185.3212315 Edm = 0.630873 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298183.770503 Edm = 2.77293 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 297850.0954982 Edm = 59.3414 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297734.0957195 Edm = 2.92952 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297731.69923 Edm = 0.174326 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297731.3397528 Edm = 0.254974 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297619.5429634 Edm = 12.6844 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297596.6000851 Edm = 0.325266 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297596.2073752 Edm = 0.108906 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297582.3178473 Edm = 12.7502 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297457.1200766 Edm = 7.26022 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297450.4638878 Edm = 0.379284 NCalls = 47 -VariableMetric: Iteration # 14 - FCN = 297450.0023772 Edm = 0.019973 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297449.8642857 Edm = 0.12704 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297443.1952121 Edm = 5.64279 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297392.4956011 Edm = 3.47716 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297388.3161157 Edm = 0.575241 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297387.6147559 Edm = 0.051964 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297387.5664366 Edm = 0.00666831 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297387.5492682 Edm = 0.00996779 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297385.5452742 Edm = 1.89885 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297358.930369 Edm = 7.12947 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297352.079136 Edm = 0.74522 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297351.2632438 Edm = 0.0385794 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297351.2364413 Edm = 0.0087124 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297351.2305043 Edm = 0.00315227 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297351.2164523 Edm = 0.0164498 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297351.0664923 Edm = 0.183821 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297350.8936287 Edm = 0.163593 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297343.9326042 Edm = 0.869495 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297342.9462763 Edm = 0.0662368 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297342.8485091 Edm = 0.00526137 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297342.8416731 Edm = 0.00111993 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297342.8367916 Edm = 0.00353155 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297342.6253037 Edm = 0.199388 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297339.418064 Edm = 0.771351 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297338.4125847 Edm = 0.0101577 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297338.3993615 Edm = 0.00113818 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297338.3955763 Edm = 0.00265263 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297337.9370622 Edm = 0.360938 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297333.9727457 Edm = 1.02631 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297332.4725522 Edm = 0.0122382 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297332.4622721 Edm = 0.000236263 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297332.4619575 Edm = 0.000155073 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297332.4585145 Edm = 0.00368337 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297332.298772 Edm = 0.0206811 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297330.917133 Edm = 0.542605 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297327.6056002 Edm = 0.151751 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297327.4605994 Edm = 0.0122754 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297327.4460606 Edm = 0.00161632 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297327.4442309 Edm = 0.000198589 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297327.4438924 Edm = 0.000177474 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297327.4408712 Edm = 0.00326923 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297327.3272412 Edm = 0.0562236 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297326.5414215 Edm = 0.368162 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297325.7400366 Edm = 0.0281252 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297325.718326 Edm = 0.000966489 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297325.7173108 Edm = 9.13862e-05 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297325.7171028 Edm = 0.000103741 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297325.7147341 Edm = 0.00216854 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297325.587788 Edm = 0.127618 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297325.4199797 Edm = 0.132314 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297324.5712507 Edm = 0.006327 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297324.5651617 Edm = 0.000244175 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297324.5648861 Edm = 5.69145e-05 NCalls = 213 -VariableMetric: After Hessian - FCN = 297324.5648861 Edm = 86.5348 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297324.5648861 Edm = 86.5348 NCalls = 686 -VariableMetric: Iteration # 68 - FCN = 297323.6534723 Edm = 1.75668 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297321.8019957 Edm = 0.11649 NCalls = 693 -VariableMetric: Iteration # 70 - FCN = 297321.5671008 Edm = 0.0387811 NCalls = 696 -VariableMetric: Iteration # 71 - FCN = 297321.5005033 Edm = 0.0340861 NCalls = 698 -VariableMetric: Iteration # 72 - FCN = 297321.4708754 Edm = 0.0136987 NCalls = 700 -VariableMetric: Iteration # 73 - FCN = 297321.4419546 Edm = 0.00769735 NCalls = 702 -VariableMetric: Iteration # 74 - FCN = 297321.4190289 Edm = 0.0110371 NCalls = 704 -VariableMetric: Iteration # 75 - FCN = 297321.4025416 Edm = 0.00670694 NCalls = 706 -VariableMetric: Iteration # 76 - FCN = 297321.3874167 Edm = 0.00467334 NCalls = 708 -VariableMetric: Iteration # 77 - FCN = 297321.3758036 Edm = 0.00121773 NCalls = 710 -VariableMetric: Iteration # 78 - FCN = 297321.3734989 Edm = 0.000634646 NCalls = 712 -VariableMetric: Iteration # 79 - FCN = 297321.3710958 Edm = 0.000775678 NCalls = 714 -VariableMetric: Iteration # 80 - FCN = 297321.3689501 Edm = 0.000488771 NCalls = 716 -VariableMetric: Iteration # 81 - FCN = 297321.3677811 Edm = 0.000132823 NCalls = 718 -VariableMetric: Iteration # 82 - FCN = 297321.3675738 Edm = 2.30173e-05 NCalls = 720 -VariableMetric: After Hessian - FCN = 297321.3675738 Edm = 4.52179e-05 NCalls = 1203 -VariableMetric: Iteration # 83 - FCN = 297321.3675738 Edm = 4.52179e-05 NCalls = 1203 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 350040.0567655 Edm = 9844.59 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 350040.0567655 Edm = 9844.59 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 336303.3378427 Edm = 369.551 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 321690.5249149 Edm = 55.9922 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303447.2781354 Edm = 1027.29 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 303447.2781354 Edm = 1027.29 NCalls = 28 -VariableMetric: After Hessian - FCN = 303447.2781354 Edm = 1.9134e+09 NCalls = 497 -VariableMetric: Iteration # 5 - FCN = 303447.2781354 Edm = 1.9134e+09 NCalls = 497 -VariableMetric: Iteration # 6 - FCN = 303447.2781354 Edm = 1.9134e+09 NCalls = 508 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331435.709407 Edm = 52.974 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331435.709407 Edm = 52.974 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299527.16515 Edm = 3.64469 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299455.7722906 Edm = 3.49827 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299237.0797987 Edm = 260.928 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298881.0474145 Edm = 629.68 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298533.5664322 Edm = 204.023 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298134.6765182 Edm = 552.127 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 297812.5436267 Edm = 6.54022 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 297806.0438474 Edm = 2.43769 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297804.0660149 Edm = 0.67467 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297630.070699 Edm = 9.34433 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297622.1008141 Edm = 0.273479 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297621.7807631 Edm = 0.0127482 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297621.7231908 Edm = 0.0374526 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297615.6010344 Edm = 5.10423 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297534.910927 Edm = 6.71003 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297525.451818 Edm = 0.541973 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297524.7686508 Edm = 0.0892042 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297523.2760466 Edm = 1.4201 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297488.1540575 Edm = 36.2441 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297417.1162491 Edm = 13.7773 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297406.0479556 Edm = 1.68342 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297403.1792161 Edm = 0.548223 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297402.3194428 Edm = 0.0640937 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297402.2057553 Edm = 0.0140943 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297402.1728293 Edm = 0.00776031 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297401.9497428 Edm = 0.172162 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297384.1331692 Edm = 4.116 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297379.8794677 Edm = 26.2058 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297376.5774637 Edm = 2.7448 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297371.0534223 Edm = 2.81472 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297356.8626994 Edm = 2.1433 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297349.086944 Edm = 2.64938 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297348.1076796 Edm = 0.361152 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297347.7573077 Edm = 0.091277 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297347.5064252 Edm = 0.0842608 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297347.3594673 Edm = 0.0561522 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297347.2346398 Edm = 0.107297 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297346.8091369 Edm = 0.138091 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297346.6832111 Edm = 0.0225184 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297346.6647248 Edm = 0.00111032 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297346.6610086 Edm = 0.00324544 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297346.655801 Edm = 0.00811294 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297346.5949899 Edm = 0.0545324 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297345.2620586 Edm = 1.15293 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297341.655543 Edm = 4.37058 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297334.6477445 Edm = 1.67283 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297332.8166362 Edm = 0.230927 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297332.5721993 Edm = 0.0756161 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297332.4919068 Edm = 0.031298 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297332.4478559 Edm = 0.00381284 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297332.4437932 Edm = 0.000636011 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297332.4428896 Edm = 0.000491041 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297332.4377205 Edm = 0.00493282 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297332.3239549 Edm = 0.161957 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297332.3231195 Edm = 0.000482968 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297332.3126431 Edm = 0.0123628 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297332.2647491 Edm = 0.0452712 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297328.492771 Edm = 1.00406 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297327.5896857 Edm = 0.0325608 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297327.5573795 Edm = 0.00570911 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297327.5519132 Edm = 0.000730472 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297327.550931 Edm = 0.000294389 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297327.5499763 Edm = 0.000883074 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297327.5167028 Edm = 0.034176 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297327.2329413 Edm = 0.0231499 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297326.5252262 Edm = 0.326558 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297325.205325 Edm = 0.986583 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297323.9271746 Edm = 0.262742 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297323.750183 Edm = 0.00586336 NCalls = 232 -VariableMetric: Iteration # 70 - FCN = 297323.7404072 Edm = 0.00169479 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297323.7375846 Edm = 0.000672503 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297323.7257153 Edm = 0.00986877 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297323.4230801 Edm = 0.178662 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297322.793065 Edm = 0.616701 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297322.1368964 Edm = 0.3352 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297321.4601031 Edm = 0.0979679 NCalls = 253 -VariableMetric: Iteration # 77 - FCN = 297321.2943616 Edm = 0.0325582 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297321.2742868 Edm = 0.00661434 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297321.2682302 Edm = 0.000401022 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297321.267481 Edm = 0.000144698 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297321.2667007 Edm = 0.00051358 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297321.2600212 Edm = 0.00664038 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297321.1162822 Edm = 0.140011 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297320.0891787 Edm = 0.218741 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297319.8093264 Edm = 0.065342 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297319.7609596 Edm = 0.00325166 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297319.7557435 Edm = 0.000735811 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297319.7546872 Edm = 0.000107377 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297319.7545514 Edm = 3.80856e-05 NCalls = 285 -VariableMetric: After Hessian - FCN = 297319.7545514 Edm = 250.151 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297319.7545514 Edm = 250.151 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297318.6818059 Edm = 713.302 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297317.9127472 Edm = 1.20179 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297316.2078097 Edm = 3.29318 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297314.5720753 Edm = 0.106061 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297314.167401 Edm = 0.113912 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297313.8115296 Edm = 0.125715 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297312.4897425 Edm = 0.884592 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297312.3809385 Edm = 0.206982 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297311.9380851 Edm = 0.502724 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297310.9486218 Edm = 0.271698 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297310.5152478 Edm = 0.097045 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297310.4189915 Edm = 0.0513155 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297310.3247917 Edm = 0.0484877 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297310.2240332 Edm = 0.021916 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297310.0907216 Edm = 0.0632751 NCalls = 811 -VariableMetric: Iteration # 106 - FCN = 297309.9594668 Edm = 0.0773507 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297309.8580475 Edm = 0.0439128 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297309.7746609 Edm = 0.0437388 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297309.6964803 Edm = 0.042776 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297309.5004651 Edm = 0.0660206 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297309.3493831 Edm = 0.121999 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297309.1909639 Edm = 0.282162 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297308.9660914 Edm = 0.694969 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297308.7404459 Edm = 0.213367 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297306.8087405 Edm = 0.637507 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297305.7411092 Edm = 1.97051 NCalls = 849 -VariableMetric: Iteration # 117 - FCN = 297305.2594751 Edm = 2.16323 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297302.5740912 Edm = 1.79301 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297301.3665513 Edm = 3.24316 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297300.4913813 Edm = 0.593715 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297299.6862171 Edm = 0.175598 NCalls = 863 -VariableMetric: Iteration # 122 - FCN = 297299.4420933 Edm = 0.268435 NCalls = 865 -VariableMetric: Iteration # 123 - FCN = 297299.275004 Edm = 0.0580656 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297299.206251 Edm = 0.0223102 NCalls = 869 -VariableMetric: Iteration # 125 - FCN = 297299.1860056 Edm = 0.00297105 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297299.1831156 Edm = 0.000845994 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297299.1824068 Edm = 0.000266802 NCalls = 874 -VariableMetric: Iteration # 128 - FCN = 297299.1816852 Edm = 0.000297305 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297299.1811769 Edm = 7.3462e-05 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297299.1810616 Edm = 2.71336e-05 NCalls = 880 -VariableMetric: After Hessian - FCN = 297299.1810616 Edm = 0.000159297 NCalls = 1365 -VariableMetric: Iteration # 131 - FCN = 297299.1810616 Edm = 0.000159297 NCalls = 1365 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324243.7532366 Edm = 39.8793 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324243.7532366 Edm = 39.8793 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305254.6140282 Edm = 173.653 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302785.1714186 Edm = 484.948 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299014.3066425 Edm = 138.821 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298908.8956369 Edm = 38.2702 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298810.3420103 Edm = 3.27783 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298807.14737 Edm = 0.332012 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298798.3430215 Edm = 4.86211 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298147.5055934 Edm = 220.62 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297714.6244986 Edm = 38.5498 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297693.5582952 Edm = 13.0727 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297689.0948888 Edm = 0.11904 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297688.9123794 Edm = 0.0586246 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297688.067012 Edm = 0.783523 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297513.8327845 Edm = 4.08675 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297510.3555535 Edm = 0.0852982 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297510.2686368 Edm = 0.00664254 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297510.2540957 Edm = 0.00624438 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297509.7746212 Edm = 0.469841 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297477.0655719 Edm = 3.89877 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297471.0528009 Edm = 1.35994 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297467.704584 Edm = 0.172486 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297467.5258257 Edm = 0.00282364 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297467.5214039 Edm = 0.00151659 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297467.5166506 Edm = 0.00456986 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297467.1746424 Edm = 0.313528 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297463.4270989 Edm = 0.354937 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297463.0348075 Edm = 0.026272 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297463.0102582 Edm = 0.00066447 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297463.0081046 Edm = 0.00105179 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297462.9904259 Edm = 0.0162434 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297460.2430639 Edm = 2.05254 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297455.6976076 Edm = 0.360711 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297455.3782196 Edm = 0.0127491 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297455.3678717 Edm = 0.000971598 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297455.3651969 Edm = 0.00132004 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297455.3509969 Edm = 0.0102251 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297455.146429 Edm = 0.201366 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297451.7720696 Edm = 1.45943 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297448.9136548 Edm = 0.510396 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297448.486427 Edm = 0.0507114 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297448.4155743 Edm = 0.0153662 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297448.395145 Edm = 0.00244847 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297448.392134 Edm = 0.000217287 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297448.3912223 Edm = 0.000648618 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297448.3772215 Edm = 0.0147502 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297447.5623617 Edm = 0.308654 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297445.5114455 Edm = 0.414984 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297444.9558375 Edm = 0.0399781 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297444.9104498 Edm = 0.00548711 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297444.9049856 Edm = 0.000175436 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297444.9047667 Edm = 5.44092e-05 NCalls = 169 -VariableMetric: After Hessian - FCN = 297444.9047667 Edm = 3.10786 NCalls = 644 -VariableMetric: Iteration # 52 - FCN = 297444.9047667 Edm = 3.10786 NCalls = 644 -VariableMetric: Iteration # 53 - FCN = 297442.1171976 Edm = 0.268804 NCalls = 646 -VariableMetric: Iteration # 54 - FCN = 297441.9904841 Edm = 0.080297 NCalls = 648 -VariableMetric: Iteration # 55 - FCN = 297441.9070711 Edm = 0.0579654 NCalls = 651 -VariableMetric: Iteration # 56 - FCN = 297441.8344419 Edm = 0.0700618 NCalls = 654 -VariableMetric: Iteration # 57 - FCN = 297441.7592454 Edm = 0.107541 NCalls = 657 -VariableMetric: Iteration # 58 - FCN = 297441.6634818 Edm = 0.203403 NCalls = 659 -VariableMetric: Iteration # 59 - FCN = 297441.4656633 Edm = 0.271613 NCalls = 663 -VariableMetric: Iteration # 60 - FCN = 297441.2729787 Edm = 0.223226 NCalls = 667 -VariableMetric: Iteration # 61 - FCN = 297441.1747397 Edm = 0.239484 NCalls = 670 -VariableMetric: Iteration # 62 - FCN = 297441.0054698 Edm = 0.496521 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297440.771339 Edm = 0.213868 NCalls = 677 -VariableMetric: Iteration # 64 - FCN = 297440.0953657 Edm = 1.13676 NCalls = 683 -VariableMetric: Iteration # 65 - FCN = 297440.0620235 Edm = 0.06739 NCalls = 686 -VariableMetric: Iteration # 66 - FCN = 297439.9173424 Edm = 0.16556 NCalls = 690 -VariableMetric: Iteration # 67 - FCN = 297438.8436881 Edm = 0.88814 NCalls = 698 -VariableMetric: Iteration # 68 - FCN = 297438.6670885 Edm = 0.495359 NCalls = 702 -VariableMetric: Iteration # 69 - FCN = 297438.2675092 Edm = 0.603024 NCalls = 706 -VariableMetric: Iteration # 70 - FCN = 297435.7825657 Edm = 2.27366 NCalls = 713 -VariableMetric: Iteration # 71 - FCN = 297435.7236089 Edm = 0.198965 NCalls = 716 -VariableMetric: Iteration # 72 - FCN = 297435.4043502 Edm = 0.398171 NCalls = 720 -VariableMetric: Iteration # 73 - FCN = 297433.2305164 Edm = 2.75299 NCalls = 729 -VariableMetric: Iteration # 74 - FCN = 297433.221709 Edm = 0.0332959 NCalls = 731 -VariableMetric: Iteration # 75 - FCN = 297433.1790322 Edm = 0.0705164 NCalls = 733 -VariableMetric: Iteration # 76 - FCN = 297432.8601272 Edm = 0.395373 NCalls = 738 -VariableMetric: Iteration # 77 - FCN = 297431.6605388 Edm = 2.16497 NCalls = 744 -VariableMetric: Iteration # 78 - FCN = 297431.6174893 Edm = 0.198294 NCalls = 747 -VariableMetric: Iteration # 79 - FCN = 297431.4492234 Edm = 0.679911 NCalls = 750 -VariableMetric: Iteration # 80 - FCN = 297428.8622997 Edm = 1.50268 NCalls = 757 -VariableMetric: Iteration # 81 - FCN = 297428.812748 Edm = 0.0486313 NCalls = 759 -VariableMetric: Iteration # 82 - FCN = 297428.7680275 Edm = 0.0322478 NCalls = 761 -VariableMetric: Iteration # 83 - FCN = 297428.6037732 Edm = 0.149603 NCalls = 764 -VariableMetric: Iteration # 84 - FCN = 297428.481818 Edm = 0.12147 NCalls = 766 -VariableMetric: Iteration # 85 - FCN = 297428.1340642 Edm = 0.256085 NCalls = 769 -VariableMetric: Iteration # 86 - FCN = 297425.4884656 Edm = 0.634978 NCalls = 773 -VariableMetric: Iteration # 87 - FCN = 297424.910111 Edm = 0.202919 NCalls = 775 -VariableMetric: Iteration # 88 - FCN = 297424.7025774 Edm = 0.0720746 NCalls = 777 -VariableMetric: Iteration # 89 - FCN = 297424.6237003 Edm = 0.0250534 NCalls = 779 -VariableMetric: Iteration # 90 - FCN = 297424.5888306 Edm = 0.00584216 NCalls = 781 -VariableMetric: Iteration # 91 - FCN = 297424.5856164 Edm = 0.00155446 NCalls = 783 -VariableMetric: Iteration # 92 - FCN = 297424.584215 Edm = 0.00022035 NCalls = 785 -VariableMetric: Iteration # 93 - FCN = 297424.5839008 Edm = 7.4406e-05 NCalls = 787 -VariableMetric: Iteration # 94 - FCN = 297424.5836872 Edm = 9.23054e-05 NCalls = 789 -VariableMetric: Iteration # 95 - FCN = 297424.5834303 Edm = 0.00011492 NCalls = 791 -VariableMetric: Iteration # 96 - FCN = 297424.5828293 Edm = 0.000160127 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297424.5825347 Edm = 0.000103067 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297424.5820083 Edm = 0.000383781 NCalls = 798 -VariableMetric: Iteration # 99 - FCN = 297424.5796427 Edm = 0.00156714 NCalls = 801 -VariableMetric: Iteration # 100 - FCN = 297424.5709191 Edm = 0.0028384 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297424.5670674 Edm = 0.000913301 NCalls = 806 -VariableMetric: Iteration # 102 - FCN = 297424.5661378 Edm = 0.000419106 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297424.5657148 Edm = 0.000233347 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297424.5641078 Edm = 0.00180649 NCalls = 813 -VariableMetric: Iteration # 105 - FCN = 297424.5609105 Edm = 0.00275492 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297424.5280381 Edm = 0.0107357 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297424.5115747 Edm = 0.00302295 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297424.5077354 Edm = 0.000451248 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297424.5074606 Edm = 1.95987e-05 NCalls = 827 -VariableMetric: After Hessian - FCN = 297424.5074606 Edm = 2.13945e-05 NCalls = 1318 -VariableMetric: Iteration # 110 - FCN = 297424.5074606 Edm = 2.13945e-05 NCalls = 1318 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311608.381001 Edm = 14.7452 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311608.381001 Edm = 14.7452 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302966.1119299 Edm = 5.00046 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302630.0205595 Edm = 207.795 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301078.6268594 Edm = 593.114 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 300757.5868296 Edm = 243.743 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 300334.1385034 Edm = 356.007 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299222.0262309 Edm = 149.097 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 299157.612378 Edm = 254.299 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299046.0890783 Edm = 6.13163 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 299012.6753428 Edm = 65.6529 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298856.4903535 Edm = 105.916 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297954.885787 Edm = 1.73623 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297949.1624509 Edm = 0.538631 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297948.1620495 Edm = 0.436726 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297947.088726 Edm = 0.0321322 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297946.5660755 Edm = 0.464723 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297907.5760436 Edm = 41.7543 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297900.28697 Edm = 7.14991 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297807.5745547 Edm = 42.942 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297798.6700887 Edm = 15.9694 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297792.3784349 Edm = 3.63601 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297790.6169513 Edm = 0.0716017 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297790.5440578 Edm = 0.0167181 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297789.9751581 Edm = 0.675749 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297789.5267114 Edm = 0.416432 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297763.9250678 Edm = 2.56445 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297762.000073 Edm = 0.133547 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297761.8542355 Edm = 0.0269081 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297760.9638487 Edm = 0.926004 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297758.282544 Edm = 2.28419 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297683.7127508 Edm = 2.50688 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297676.4242125 Edm = 1.7907 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297673.6990837 Edm = 0.517118 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297673.2768954 Edm = 0.0524347 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297673.20064 Edm = 0.0132276 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297673.16898 Edm = 0.0154659 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297673.019246 Edm = 0.120053 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297662.7119674 Edm = 6.36601 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297634.0630052 Edm = 4.59265 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297624.4318684 Edm = 4.00726 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297555.9768708 Edm = 15.0593 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297555.5694876 Edm = 5.43467 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297541.0138147 Edm = 2.69335 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297537.1365555 Edm = 0.292944 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297536.7683119 Edm = 0.0454488 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297536.7256141 Edm = 0.00423722 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297536.7151599 Edm = 0.00365789 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297536.7023066 Edm = 0.00545458 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297536.6628561 Edm = 0.0414535 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297531.2164993 Edm = 1.98912 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297525.3642727 Edm = 0.164784 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297525.1992135 Edm = 0.0287198 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297525.1839226 Edm = 0.00283763 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297525.1800732 Edm = 0.00147726 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297525.1426932 Edm = 0.037778 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297523.9310479 Edm = 0.604994 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297508.0816032 Edm = 10.78 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297481.1454283 Edm = 17.831 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297463.3520831 Edm = 0.932017 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297462.2287763 Edm = 0.162371 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297462.0433558 Edm = 0.0296607 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297462.0121615 Edm = 0.00300899 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297462.009211 Edm = 0.000661359 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297462.0074197 Edm = 0.00166284 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297461.9700975 Edm = 0.0344857 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297461.4293713 Edm = 0.477073 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297456.3716532 Edm = 2.44591 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297453.256575 Edm = 1.17584 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297451.7591218 Edm = 0.382762 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297450.8878883 Edm = 0.732327 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297450.0002618 Edm = 0.396472 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297449.3543756 Edm = 0.309896 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297449.1383948 Edm = 0.0871766 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297449.0044155 Edm = 0.00878257 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297448.9955309 Edm = 0.000871381 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297448.9936626 Edm = 0.000925461 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297448.9829921 Edm = 0.0100101 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297448.8269415 Edm = 0.186117 NCalls = 250 -VariableMetric: Iteration # 78 - FCN = 297447.1897519 Edm = 0.023477 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297440.0765282 Edm = 6.09775 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297436.8324505 Edm = 2.45878 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297434.6731788 Edm = 0.631384 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297434.3049019 Edm = 0.111282 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297434.0271111 Edm = 0.10606 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297433.9443992 Edm = 0.0204334 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297433.9202656 Edm = 0.000977883 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297433.9193924 Edm = 0.00014099 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297433.9191755 Edm = 0.000116743 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297433.9178426 Edm = 0.0014697 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297433.8846524 Edm = 0.0294572 NCalls = 286 -VariableMetric: Iteration # 90 - FCN = 297432.5905989 Edm = 0.468517 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297431.8262438 Edm = 0.0202978 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297431.8073296 Edm = 0.000246444 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297431.8070676 Edm = 1.26947e-05 NCalls = 295 -VariableMetric: After Hessian - FCN = 297431.8070676 Edm = 37.4779 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297431.8070676 Edm = 37.4779 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297431.4959043 Edm = 0.456495 NCalls = 785 -VariableMetric: Iteration # 96 - FCN = 297431.380813 Edm = 63.9692 NCalls = 787 -VariableMetric: Iteration # 97 - FCN = 297431.0203925 Edm = 0.412205 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297430.8524234 Edm = 0.0258416 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297430.8016281 Edm = 0.0453358 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297430.5441111 Edm = 0.139559 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297430.3598786 Edm = 0.0320943 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297430.26727 Edm = 0.0836297 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297429.7554255 Edm = 0.306729 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297429.2480199 Edm = 0.0578865 NCalls = 812 -VariableMetric: Iteration # 105 - FCN = 297429.1110491 Edm = 0.0121313 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297428.9751057 Edm = 0.0820262 NCalls = 818 -VariableMetric: Iteration # 107 - FCN = 297428.7490272 Edm = 0.0126575 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297428.7285589 Edm = 0.00800554 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297428.6331412 Edm = 0.0375772 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297428.5731945 Edm = 0.00860536 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297428.5522048 Edm = 0.00882098 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297428.5266493 Edm = 0.0212062 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297428.3979438 Edm = 0.0421282 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297428.3342776 Edm = 0.0120249 NCalls = 838 -VariableMetric: Iteration # 115 - FCN = 297428.3226581 Edm = 0.00356288 NCalls = 840 -VariableMetric: Iteration # 116 - FCN = 297428.2753448 Edm = 0.0345809 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297428.103766 Edm = 0.00981233 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297428.0935883 Edm = 0.00223587 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297428.0906499 Edm = 0.00292075 NCalls = 850 -VariableMetric: Iteration # 120 - FCN = 297428.0628325 Edm = 0.0194071 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297428.0037245 Edm = 0.0109293 NCalls = 857 -VariableMetric: Iteration # 122 - FCN = 297427.992865 Edm = 0.00127465 NCalls = 858 -VariableMetric: Iteration # 123 - FCN = 297427.9908914 Edm = 0.000900835 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297427.9498231 Edm = 0.027141 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297427.8700654 Edm = 0.00912588 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297427.8625579 Edm = 0.00131439 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297427.8590994 Edm = 0.00224183 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297427.8441832 Edm = 0.00944121 NCalls = 874 -VariableMetric: Iteration # 129 - FCN = 297427.8035858 Edm = 0.00262165 NCalls = 876 -VariableMetric: Iteration # 130 - FCN = 297427.8014985 Edm = 0.000368071 NCalls = 878 -VariableMetric: Iteration # 131 - FCN = 297427.8010281 Edm = 0.000128664 NCalls = 880 -VariableMetric: Iteration # 132 - FCN = 297427.7997276 Edm = 0.000959937 NCalls = 883 -VariableMetric: Iteration # 133 - FCN = 297427.7916985 Edm = 0.000297117 NCalls = 886 -VariableMetric: Iteration # 134 - FCN = 297427.7913401 Edm = 6.67286e-05 NCalls = 888 -VariableMetric: After Hessian - FCN = 297427.7913401 Edm = 0.180423 NCalls = 1379 -VariableMetric: Iteration # 135 - FCN = 297427.7913401 Edm = 0.180423 NCalls = 1379 -VariableMetric: Iteration # 136 - FCN = 297427.7879924 Edm = 0.0240384 NCalls = 1382 -VariableMetric: Iteration # 137 - FCN = 297427.7675469 Edm = 0.0166672 NCalls = 1385 -VariableMetric: Iteration # 138 - FCN = 297427.7499186 Edm = 0.0135022 NCalls = 1388 -VariableMetric: Iteration # 139 - FCN = 297427.7381984 Edm = 0.0253858 NCalls = 1391 -VariableMetric: Iteration # 140 - FCN = 297427.7298135 Edm = 0.0101391 NCalls = 1394 -VariableMetric: Iteration # 141 - FCN = 297427.7218764 Edm = 0.0054386 NCalls = 1396 -VariableMetric: Iteration # 142 - FCN = 297427.7130249 Edm = 0.00700018 NCalls = 1400 -VariableMetric: Iteration # 143 - FCN = 297427.7024461 Edm = 0.00487321 NCalls = 1403 -VariableMetric: Iteration # 144 - FCN = 297427.6950445 Edm = 0.00302556 NCalls = 1405 -VariableMetric: Iteration # 145 - FCN = 297427.6919357 Edm = 0.00258971 NCalls = 1407 -VariableMetric: Iteration # 146 - FCN = 297427.691393 Edm = 0.00132234 NCalls = 1409 -VariableMetric: Iteration # 147 - FCN = 297427.6894358 Edm = 0.000894203 NCalls = 1411 -VariableMetric: Iteration # 148 - FCN = 297427.6881596 Edm = 0.000623561 NCalls = 1413 -VariableMetric: Iteration # 149 - FCN = 297427.6874034 Edm = 0.00013032 NCalls = 1416 -VariableMetric: Iteration # 150 - FCN = 297427.6872036 Edm = 4.87907e-05 NCalls = 1418 -VariableMetric: After Hessian - FCN = 297427.6872036 Edm = 0.000391597 NCalls = 1911 -VariableMetric: Iteration # 151 - FCN = 297427.6872036 Edm = 0.000391597 NCalls = 1911 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322357.7652314 Edm = 617.333 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322357.7652314 Edm = 617.333 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303428.1912703 Edm = 51.2175 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 299375.4185315 Edm = 1.75811 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299325.0362003 Edm = 6.2951 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298169.2584945 Edm = 147.617 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298130.5977165 Edm = 89.0548 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298008.5838446 Edm = 124.076 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297932.2583072 Edm = 2.38272 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297927.0268892 Edm = 6.75504 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297922.2694737 Edm = 0.560708 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297919.7335748 Edm = 2.45132 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297880.9201935 Edm = 22.1094 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297822.6013474 Edm = 52.5072 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297760.8909129 Edm = 5.09741 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297754.4769088 Edm = 0.459464 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297753.7730329 Edm = 0.0486879 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297753.4968614 Edm = 0.325278 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297744.928846 Edm = 7.15313 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297689.4673398 Edm = 25.3052 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297682.7463924 Edm = 6.95439 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297673.0904145 Edm = 2.7746 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297669.1449548 Edm = 3.4284 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297655.1566201 Edm = 8.89951 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297634.8284409 Edm = 44.338 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297625.0332083 Edm = 11.5188 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297593.6055865 Edm = 8.17573 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297580.9492024 Edm = 24.4402 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297538.0825022 Edm = 69.9585 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297502.5609886 Edm = 57.9062 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297422.8127306 Edm = 48.1993 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297385.869614 Edm = 18.0688 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297380.916753 Edm = 15.4041 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297379.7236506 Edm = 1.6156 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297377.9964767 Edm = 0.0791569 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297377.8571777 Edm = 0.0886309 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297372.0747022 Edm = 5.445 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297349.2533119 Edm = 0.423085 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297348.8938947 Edm = 0.0451586 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297348.8580308 Edm = 0.00676522 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297347.7939051 Edm = 1.16726 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297347.4738873 Edm = 0.314533 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297341.4637004 Edm = 4.45385 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297317.7995182 Edm = 2.01816 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297314.0659686 Edm = 0.867775 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297312.7092384 Edm = 0.721501 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297312.3455836 Edm = 0.044085 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297312.2813454 Edm = 0.00495144 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297312.2705084 Edm = 0.00326079 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297312.1639303 Edm = 0.0969907 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297299.6868365 Edm = 4.59639 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297289.8052437 Edm = 1.88324 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297287.7717424 Edm = 0.151883 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297287.6354508 Edm = 0.0102185 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297287.6264317 Edm = 0.00439927 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297287.5811665 Edm = 0.0364894 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297284.6226692 Edm = 2.81236 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297283.9841799 Edm = 0.492505 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297266.2201308 Edm = 3.69498 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297257.8045377 Edm = 6.64227 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297247.1278245 Edm = 6.12902 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297242.5130584 Edm = 0.59385 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297242.157537 Edm = 0.216938 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297241.8411109 Edm = 0.0779612 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297241.6928295 Edm = 0.0160129 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297241.67925 Edm = 0.00397663 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297241.6573806 Edm = 0.0230323 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297241.42562 Edm = 0.258245 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297240.5439204 Edm = 0.797441 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297219.857879 Edm = 5.56564 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297208.4469507 Edm = 4.17568 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297206.1296607 Edm = 1.8489 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297203.9668192 Edm = 0.516757 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297202.6534066 Edm = 0.908165 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297202.0498177 Edm = 0.264895 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297201.7457456 Edm = 0.0154951 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297201.7103693 Edm = 0.0104267 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297201.6626675 Edm = 0.0220851 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297201.6062498 Edm = 0.0356159 NCalls = 255 -VariableMetric: Iteration # 78 - FCN = 297201.5140268 Edm = 0.179349 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297201.466558 Edm = 0.182365 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297201.3586506 Edm = 0.152377 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297201.0965152 Edm = 0.094094 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297200.975612 Edm = 0.00885989 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297200.9447591 Edm = 0.0169542 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297200.716695 Edm = 0.202104 NCalls = 279 -VariableMetric: Iteration # 85 - FCN = 297199.4937134 Edm = 0.672154 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297195.830067 Edm = 2.07378 NCalls = 286 -VariableMetric: Iteration # 87 - FCN = 297190.1871982 Edm = 12.3387 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297182.6568348 Edm = 6.66651 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297172.8667585 Edm = 1.78855 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297171.4867381 Edm = 0.553725 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297170.9520965 Edm = 0.295923 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297170.6083932 Edm = 0.0966238 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297170.4368709 Edm = 0.0553485 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297170.2488021 Edm = 0.0145754 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297170.2325198 Edm = 0.0033425 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297170.2301181 Edm = 0.000684027 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297170.228717 Edm = 0.00065262 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297170.2220894 Edm = 0.00535323 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297170.1293557 Edm = 0.058935 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297168.0077019 Edm = 1.36796 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297166.3792218 Edm = 0.835408 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297165.9221844 Edm = 0.135083 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297165.8387394 Edm = 0.00286509 NCalls = 331 -VariableMetric: Iteration # 104 - FCN = 297165.8349787 Edm = 0.000592987 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297165.8335437 Edm = 0.000248099 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297165.8324945 Edm = 0.00077707 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297165.6011621 Edm = 0.231899 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297163.4341515 Edm = 0.170278 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297163.2441748 Edm = 0.0034292 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297163.2402544 Edm = 0.000119266 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297163.2401003 Edm = 2.94412e-05 NCalls = 352 -VariableMetric: After Hessian - FCN = 297163.2401003 Edm = 70.9611 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297163.2401003 Edm = 70.9611 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 297160.5843604 Edm = 31.7543 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297160.0205355 Edm = 12.4475 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297156.7133989 Edm = 1.36547 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297155.6319547 Edm = 1.8418 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297154.2361498 Edm = 10.1671 NCalls = 844 -VariableMetric: Iteration # 118 - FCN = 297151.3685373 Edm = 3.91224 NCalls = 851 -VariableMetric: Iteration # 119 - FCN = 297149.8153247 Edm = 5.10836 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297145.9841822 Edm = 7.01672 NCalls = 858 -VariableMetric: Iteration # 121 - FCN = 297144.4601679 Edm = 1.56434 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297143.1955413 Edm = 0.812951 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297142.3976883 Edm = 0.423522 NCalls = 864 -VariableMetric: Iteration # 124 - FCN = 297142.0079315 Edm = 0.138567 NCalls = 866 -VariableMetric: Iteration # 125 - FCN = 297141.7746285 Edm = 0.179579 NCalls = 868 -VariableMetric: Iteration # 126 - FCN = 297141.5017152 Edm = 0.137756 NCalls = 871 -VariableMetric: Iteration # 127 - FCN = 297141.2723615 Edm = 0.102529 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297141.0183445 Edm = 0.0714624 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297140.879038 Edm = 0.0403964 NCalls = 877 -VariableMetric: Iteration # 130 - FCN = 297140.8253361 Edm = 0.028526 NCalls = 879 -VariableMetric: Iteration # 131 - FCN = 297140.7847156 Edm = 0.0162807 NCalls = 881 -VariableMetric: Iteration # 132 - FCN = 297140.7519354 Edm = 0.004297 NCalls = 883 -VariableMetric: Iteration # 133 - FCN = 297140.7443848 Edm = 0.00103104 NCalls = 885 -VariableMetric: Iteration # 134 - FCN = 297140.7422861 Edm = 0.000241318 NCalls = 887 -VariableMetric: Iteration # 135 - FCN = 297140.741899 Edm = 1.30172e-05 NCalls = 889 -VariableMetric: After Hessian - FCN = 297140.741899 Edm = 1.74173e-05 NCalls = 1384 -VariableMetric: Iteration # 136 - FCN = 297140.741899 Edm = 1.74173e-05 NCalls = 1384 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303541.844481 Edm = 21.1798 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303541.844481 Edm = 21.1798 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298977.189342 Edm = 2.25235 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298956.2138424 Edm = 6.19375 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298943.6937171 Edm = 11.6164 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298722.9253044 Edm = 145.266 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297828.645194 Edm = 17.3834 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297789.5255932 Edm = 0.767213 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297788.348677 Edm = 0.145015 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297787.7864631 Edm = 0.480869 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297655.1945648 Edm = 19.9565 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297595.5318021 Edm = 5.32773 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297585.6591369 Edm = 0.471294 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297583.8050904 Edm = 1.28828 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297384.7842627 Edm = 90.7399 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297318.2077059 Edm = 3.13855 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297314.1262081 Edm = 0.0515546 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297314.0569524 Edm = 0.0134863 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297313.8351807 Edm = 0.209311 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297293.8642655 Edm = 3.67939 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297229.1628759 Edm = 19.8353 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297183.4676989 Edm = 1.29621 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297182.3335128 Edm = 0.0926135 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297182.2236381 Edm = 0.0107478 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297182.2105176 Edm = 0.00329323 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297181.7092648 Edm = 0.57232 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297180.9112134 Edm = 0.7731 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297122.467559 Edm = 2.86025 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297119.4314744 Edm = 0.267275 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297119.1939825 Edm = 0.00537074 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297119.1881061 Edm = 0.00219236 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297119.174479 Edm = 0.0146091 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297117.7723592 Edm = 1.32035 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297106.7522432 Edm = 0.248156 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297106.360554 Edm = 0.145444 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297106.0663783 Edm = 0.10905 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297105.842133 Edm = 0.0952652 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297105.7598784 Edm = 0.0500123 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297105.7168722 Edm = 0.0141075 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297105.7012493 Edm = 0.00347515 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297105.6978311 Edm = 0.000404546 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297105.6972463 Edm = 0.000230188 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297105.6909668 Edm = 0.00580427 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297104.2639343 Edm = 0.93125 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297102.7167641 Edm = 0.254079 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297102.451581 Edm = 0.0152167 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297102.4356088 Edm = 0.000755867 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297102.4347294 Edm = 0.000150461 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297102.4334549 Edm = 0.00123296 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297102.4181775 Edm = 0.0168446 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297102.3700009 Edm = 0.0457486 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297100.6814614 Edm = 0.27934 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297100.5484559 Edm = 0.0620459 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297100.48425 Edm = 0.00608237 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297100.4728508 Edm = 0.00207402 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297100.4696914 Edm = 0.000165467 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297100.4694401 Edm = 0.000112435 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297100.4647284 Edm = 0.0063566 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297100.4636308 Edm = 0.000984818 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297100.4615429 Edm = 0.00182386 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297099.9334718 Edm = 0.269 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297099.3125179 Edm = 0.282328 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297098.968374 Edm = 0.214233 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297098.7666682 Edm = 0.194308 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297098.5714644 Edm = 0.0994648 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297098.5216424 Edm = 0.0325701 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297098.489502 Edm = 0.00165591 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297098.4878589 Edm = 0.000299525 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297098.4874379 Edm = 0.000199928 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297098.4859238 Edm = 0.000856072 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297098.4755638 Edm = 0.00822659 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297097.5516576 Edm = 0.686921 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297095.9984998 Edm = 1.84585 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297095.6369085 Edm = 0.445962 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297094.929235 Edm = 0.411548 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297093.3445013 Edm = 0.638977 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297092.7698542 Edm = 1.35286 NCalls = 249 -VariableMetric: Iteration # 76 - FCN = 297092.6539806 Edm = 0.274549 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297092.3764266 Edm = 0.023159 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297092.3555032 Edm = 0.0012855 NCalls = 256 -VariableMetric: Iteration # 79 - FCN = 297092.353868 Edm = 0.00056777 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297092.3480394 Edm = 0.00689243 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297092.3002463 Edm = 0.0582282 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297092.1565005 Edm = 0.122587 NCalls = 272 -VariableMetric: Iteration # 83 - FCN = 297088.5016032 Edm = 0.986371 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297087.9117122 Edm = 0.241422 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297087.6741414 Edm = 0.0952135 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297087.5680641 Edm = 0.0637297 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297087.4399241 Edm = 0.0162346 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297087.4146533 Edm = 0.0147535 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297087.4068049 Edm = 0.00317865 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297087.4018479 Edm = 0.000481076 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297087.4010046 Edm = 0.000110035 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297087.4007406 Edm = 0.000168264 NCalls = 295 -VariableMetric: Iteration # 93 - FCN = 297087.3996702 Edm = 0.00114766 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297087.3924277 Edm = 0.00924102 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297087.3916076 Edm = 0.000821975 NCalls = 307 -VariableMetric: Iteration # 96 - FCN = 297087.3891999 Edm = 0.00184422 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297087.2650185 Edm = 0.111179 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297087.0558512 Edm = 0.296145 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297086.5227022 Edm = 0.132181 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297086.179838 Edm = 0.0962937 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297085.8552977 Edm = 0.127802 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297085.7632612 Edm = 0.0504148 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297085.6982164 Edm = 0.0130738 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297085.6920824 Edm = 0.000447102 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297085.6915354 Edm = 0.000126462 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297085.6911795 Edm = 8.79555e-05 NCalls = 338 -VariableMetric: Iteration # 107 - FCN = 297085.690922 Edm = 0.000138029 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297085.6896157 Edm = 0.00125857 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297085.5767188 Edm = 0.096421 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297084.3343651 Edm = 0.0731943 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297084.258428 Edm = 0.00292008 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297084.2556836 Edm = 0.000122512 NCalls = 356 -VariableMetric: Iteration # 113 - FCN = 297084.2555706 Edm = 1.22459e-05 NCalls = 357 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 353810.1621146 Edm = 846.272 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 353810.1621146 Edm = 846.272 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321246.6076539 Edm = 160.682 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 304196.3528131 Edm = 27223.2 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301066.8160175 Edm = 308.642 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 300928.2352995 Edm = 2.5275 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 300881.4024405 Edm = 72.863 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 300796.4213485 Edm = 76.7359 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298057.0561537 Edm = 110.094 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 297811.4094332 Edm = 30.2907 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 297800.4517846 Edm = 0.722639 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297799.9091286 Edm = 0.0476478 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297791.8775134 Edm = 7.52903 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 297677.4165228 Edm = 1.23807 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297676.4458613 Edm = 0.131865 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297675.6180349 Edm = 0.779595 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297531.3841862 Edm = 3.52581 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297496.178638 Edm = 0.848894 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297494.9065697 Edm = 0.0752345 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297494.5205433 Edm = 0.441457 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297488.6174323 Edm = 5.99969 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297480.0818097 Edm = 7.75038 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297421.02991 Edm = 1.21637 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297419.9034652 Edm = 0.138212 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297419.7279076 Edm = 0.00586438 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297419.7063698 Edm = 0.0139951 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297417.598287 Edm = 2.04084 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297396.7323465 Edm = 5.16809 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297384.3940769 Edm = 20.8092 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297382.3583506 Edm = 1.93215 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297380.3131181 Edm = 1.02853 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297379.3307534 Edm = 0.0617689 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297379.2576923 Edm = 0.0130376 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297379.2233439 Edm = 0.0225623 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297376.6948529 Edm = 2.73135 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297376.1225519 Edm = 0.553863 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297375.1832737 Edm = 0.783352 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297360.6891739 Edm = 4.3082 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297356.680455 Edm = 0.691365 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297355.7475632 Edm = 0.272533 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297355.2463307 Edm = 0.0846362 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297355.0688659 Edm = 0.0378565 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297354.9965908 Edm = 0.00855454 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297354.9739508 Edm = 0.0126988 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297354.743191 Edm = 0.153406 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297353.5506955 Edm = 0.263937 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297353.1164484 Edm = 0.397223 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297352.7588772 Edm = 0.320567 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297351.8312363 Edm = 0.568454 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297350.2852151 Edm = 0.943645 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297349.7818068 Edm = 0.696001 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297349.0182886 Edm = 0.206147 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297348.5993914 Edm = 0.205667 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297348.3125755 Edm = 0.216911 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297348.0023585 Edm = 0.114117 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297347.4911316 Edm = 0.365774 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297347.2545336 Edm = 0.163553 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297346.8556775 Edm = 0.26509 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297345.1226609 Edm = 1.23922 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297344.815685 Edm = 0.63961 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297341.9803091 Edm = 2.64157 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297339.9208352 Edm = 1.40432 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297338.6571825 Edm = 1.09621 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297337.8988244 Edm = 1.2396 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297335.3969849 Edm = 1.6962 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297333.6105983 Edm = 5.48784 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297332.7296866 Edm = 0.785405 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297328.9915304 Edm = 0.405607 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297328.770104 Edm = 0.136052 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297328.6402705 Edm = 0.0324882 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297328.6136105 Edm = 0.007737 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297328.6052338 Edm = 0.00390263 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297328.5957271 Edm = 0.00596624 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297328.5277985 Edm = 0.0564477 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297326.5467911 Edm = 1.25089 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297322.0321816 Edm = 0.652764 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297321.3034048 Edm = 0.130884 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297321.2142228 Edm = 0.0165357 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297321.1948641 Edm = 0.000884941 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297321.1923992 Edm = 0.000876776 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297321.1848488 Edm = 0.00304229 NCalls = 254 -VariableMetric: Iteration # 80 - FCN = 297321.1401865 Edm = 0.0421907 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297318.5588202 Edm = 1.48655 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297315.1465527 Edm = 0.302849 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297314.8071547 Edm = 0.154192 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297314.7140527 Edm = 0.0113453 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297314.7022563 Edm = 0.000478406 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297314.701652 Edm = 0.000209327 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297314.7012749 Edm = 0.000445408 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297314.7005148 Edm = 0.000640582 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297314.6946857 Edm = 0.00518219 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297314.5446732 Edm = 0.131801 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297314.0740451 Edm = 0.0330427 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297314.0398043 Edm = 0.000831387 NCalls = 288 -VariableMetric: Iteration # 93 - FCN = 297314.0388398 Edm = 6.30871e-05 NCalls = 290 -VariableMetric: After Hessian - FCN = 297314.0388398 Edm = 99.6942 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297314.0388398 Edm = 99.6942 NCalls = 765 -VariableMetric: Iteration # 95 - FCN = 297313.6495125 Edm = 2.79649 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297313.6195221 Edm = 6.39588 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297311.6681671 Edm = 0.426407 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297310.5550534 Edm = 1.98876 NCalls = 785 -VariableMetric: Iteration # 99 - FCN = 297307.9704668 Edm = 1.2256 NCalls = 789 -VariableMetric: Iteration # 100 - FCN = 297307.7094604 Edm = 0.230837 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297307.368238 Edm = 0.291936 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297306.0821323 Edm = 1.79736 NCalls = 797 -VariableMetric: Iteration # 103 - FCN = 297302.361183 Edm = 1.71169 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297300.6650587 Edm = 1.02043 NCalls = 805 -VariableMetric: Iteration # 105 - FCN = 297299.7753142 Edm = 1.01347 NCalls = 807 -VariableMetric: Iteration # 106 - FCN = 297298.5188059 Edm = 0.916735 NCalls = 809 -VariableMetric: Iteration # 107 - FCN = 297297.5821818 Edm = 0.110575 NCalls = 811 -VariableMetric: Iteration # 108 - FCN = 297297.3945059 Edm = 0.164507 NCalls = 813 -VariableMetric: Iteration # 109 - FCN = 297296.6645281 Edm = 0.242036 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 297296.3980593 Edm = 0.0325598 NCalls = 818 -VariableMetric: Iteration # 111 - FCN = 297296.3503605 Edm = 0.02601 NCalls = 820 -VariableMetric: Iteration # 112 - FCN = 297296.1797433 Edm = 0.0435877 NCalls = 824 -VariableMetric: Iteration # 113 - FCN = 297296.1318508 Edm = 0.00371415 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297296.1107304 Edm = 0.012228 NCalls = 829 -VariableMetric: Iteration # 115 - FCN = 297296.083052 Edm = 0.0023049 NCalls = 831 -VariableMetric: Iteration # 116 - FCN = 297296.0751579 Edm = 0.00409122 NCalls = 833 -VariableMetric: Iteration # 117 - FCN = 297296.0633467 Edm = 0.000789215 NCalls = 835 -VariableMetric: Iteration # 118 - FCN = 297296.0612937 Edm = 0.00119101 NCalls = 837 -VariableMetric: Iteration # 119 - FCN = 297296.0484074 Edm = 0.00161102 NCalls = 840 -VariableMetric: Iteration # 120 - FCN = 297296.0453964 Edm = 0.00111269 NCalls = 842 -VariableMetric: Iteration # 121 - FCN = 297296.0364366 Edm = 0.00244522 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297296.0331255 Edm = 0.00101726 NCalls = 848 -VariableMetric: Iteration # 123 - FCN = 297296.0179652 Edm = 0.00914997 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297296.005162 Edm = 0.00199264 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297296.0001823 Edm = 0.00426862 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297295.9845824 Edm = 0.00442388 NCalls = 860 -VariableMetric: Iteration # 127 - FCN = 297295.9768704 Edm = 0.00125053 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297295.9679979 Edm = 0.00689473 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297295.9430955 Edm = 0.00525621 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297295.933677 Edm = 0.00212057 NCalls = 870 -VariableMetric: Iteration # 131 - FCN = 297295.9237735 Edm = 0.00719733 NCalls = 872 -VariableMetric: Iteration # 132 - FCN = 297295.8597801 Edm = 0.00551862 NCalls = 875 -VariableMetric: Iteration # 133 - FCN = 297295.8482203 Edm = 0.00629703 NCalls = 877 -VariableMetric: Iteration # 134 - FCN = 297295.7901036 Edm = 0.0124262 NCalls = 881 -VariableMetric: Iteration # 135 - FCN = 297295.7747876 Edm = 0.00168661 NCalls = 883 -VariableMetric: Iteration # 136 - FCN = 297295.7701036 Edm = 0.00192668 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297295.7651257 Edm = 0.000783488 NCalls = 887 -VariableMetric: Iteration # 138 - FCN = 297295.7636483 Edm = 0.000473567 NCalls = 889 -VariableMetric: Iteration # 139 - FCN = 297295.7620525 Edm = 0.000335968 NCalls = 892 -VariableMetric: Iteration # 140 - FCN = 297295.7606193 Edm = 0.000770953 NCalls = 894 -VariableMetric: Iteration # 141 - FCN = 297295.757804 Edm = 0.000147819 NCalls = 896 -VariableMetric: Iteration # 142 - FCN = 297295.7576488 Edm = 2.32717e-05 NCalls = 898 -VariableMetric: After Hessian - FCN = 297295.7576488 Edm = 0.000291367 NCalls = 1379 -VariableMetric: Iteration # 143 - FCN = 297295.7576488 Edm = 0.000291367 NCalls = 1379 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311299.947493 Edm = 25.2736 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311299.947493 Edm = 25.2736 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303843.2008166 Edm = 4.33877 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303797.7754958 Edm = 8.6379 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302455.1567307 Edm = 210.64 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 302323.1564133 Edm = 1.75882 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 302152.1413692 Edm = 220.328 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 302065.2934546 Edm = 90.5249 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 302023.0322336 Edm = 42.9828 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 301901.9271849 Edm = 101.879 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 301545.7337719 Edm = 164.053 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 301454.9180118 Edm = 25.5569 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 301420.9301977 Edm = 20.0134 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 301268.7949088 Edm = 116.562 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 301262.9878066 Edm = 17.5842 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 301227.2081239 Edm = 13.2041 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 301217.3834277 Edm = 1.97082 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 301161.8267595 Edm = 49.5693 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 301140.1510141 Edm = 12.1331 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 298568.4484986 Edm = 567.324 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297898.9280455 Edm = 168.83 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297755.8727705 Edm = 46.2996 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297712.5032207 Edm = 6.50122 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297700.0974366 Edm = 1.3937 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297698.8780059 Edm = 0.0532333 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297698.8389581 Edm = 0.00941758 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297698.77286 Edm = 0.0559956 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297694.5878482 Edm = 4.6717 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297694.1566919 Edm = 0.389816 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297672.1607973 Edm = 11.7465 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297646.8804085 Edm = 43.9063 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297628.3705017 Edm = 15.6596 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297606.8170143 Edm = 19.3984 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297595.9754737 Edm = 32.3442 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297576.091645 Edm = 16.0964 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297556.595329 Edm = 18.4138 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297527.8872091 Edm = 16.3779 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297524.3560164 Edm = 2.15071 NCalls = 143 -VariableMetric: Iteration # 37 - FCN = 297523.2404036 Edm = 0.547932 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297522.8169302 Edm = 0.146641 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297522.6673126 Edm = 0.109891 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297515.3995306 Edm = 6.0464 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297490.9108035 Edm = 6.11967 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297482.59574 Edm = 3.84456 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297481.1567794 Edm = 1.51572 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297477.3326366 Edm = 1.13782 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297475.5662646 Edm = 0.904207 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297474.1616186 Edm = 0.37549 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297473.2867966 Edm = 0.0552746 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297473.1857889 Edm = 0.0229253 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297473.1564914 Edm = 0.0158015 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297473.1249712 Edm = 0.0141661 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297473.07072 Edm = 0.0208807 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297472.7911165 Edm = 0.233545 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297461.1753075 Edm = 11.8539 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297460.2430086 Edm = 1.40752 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297456.0120615 Edm = 4.99967 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297446.6988559 Edm = 5.10428 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297437.9545426 Edm = 2.8385 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297436.7802351 Edm = 0.184744 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297436.5617163 Edm = 0.0440707 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297436.4760535 Edm = 0.040506 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297436.3535682 Edm = 0.00664258 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297436.3433975 Edm = 0.000633793 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297436.3314633 Edm = 0.0114112 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297435.4571105 Edm = 0.317315 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297435.2214382 Edm = 0.0212111 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297435.2021974 Edm = 0.00375202 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297435.1980101 Edm = 0.00119496 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297435.1947528 Edm = 0.00201506 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297435.0229275 Edm = 0.159488 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297421.3029347 Edm = 3.31604 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297418.2193121 Edm = 4.15378 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297414.9039903 Edm = 1.09472 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297413.8515969 Edm = 1.69192 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297413.1222205 Edm = 0.126589 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297412.9713851 Edm = 0.0314683 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297412.9348989 Edm = 0.00186723 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297412.9288277 Edm = 0.00356031 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297412.844067 Edm = 0.0377598 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297412.3234155 Edm = 0.350263 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297411.3842737 Edm = 1.42403 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297404.144962 Edm = 4.41404 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297399.6241126 Edm = 2.39456 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297397.7388911 Edm = 1.23751 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297396.9321054 Edm = 0.218026 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297394.3917463 Edm = 2.1239 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297394.3246244 Edm = 0.249742 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297394.1455119 Edm = 0.0899171 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297393.6282418 Edm = 0.57416 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297391.7244876 Edm = 1.1158 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297390.6108778 Edm = 1.78137 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297390.0773719 Edm = 0.28727 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297388.1110639 Edm = 1.80859 NCalls = 303 -VariableMetric: Iteration # 93 - FCN = 297383.3301573 Edm = 2.20744 NCalls = 307 -VariableMetric: Iteration # 94 - FCN = 297382.3131927 Edm = 0.475812 NCalls = 309 -VariableMetric: Iteration # 95 - FCN = 297381.9018882 Edm = 0.0325724 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297381.8661455 Edm = 0.017955 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297381.8157286 Edm = 0.0436848 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297381.6404615 Edm = 0.112351 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297381.5079725 Edm = 0.126681 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297381.456532 Edm = 0.0752125 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297381.3509376 Edm = 0.0356268 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297381.2901475 Edm = 0.0105701 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297381.2810441 Edm = 0.00379588 NCalls = 332 -VariableMetric: Iteration # 104 - FCN = 297381.2772658 Edm = 0.000838475 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297381.2745955 Edm = 0.00167944 NCalls = 336 -VariableMetric: Iteration # 106 - FCN = 297381.2514267 Edm = 0.0262614 NCalls = 339 -VariableMetric: Iteration # 107 - FCN = 297379.5882581 Edm = 0.755492 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297377.6027433 Edm = 1.92471 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297375.7692055 Edm = 0.558776 NCalls = 351 -VariableMetric: Iteration # 110 - FCN = 297374.6804546 Edm = 0.172931 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297374.4718132 Edm = 0.0476118 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297374.4466384 Edm = 0.00205153 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297374.4437668 Edm = 0.000505764 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297374.4426312 Edm = 0.000676545 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297374.426172 Edm = 0.0166344 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297374.0032509 Edm = 0.101728 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297372.6502621 Edm = 1.12353 NCalls = 377 -VariableMetric: Iteration # 118 - FCN = 297371.5364633 Edm = 0.984132 NCalls = 380 -VariableMetric: Iteration # 119 - FCN = 297370.7925673 Edm = 0.36084 NCalls = 383 -VariableMetric: Iteration # 120 - FCN = 297370.4887007 Edm = 0.0229908 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297370.4643534 Edm = 0.00703247 NCalls = 386 -VariableMetric: Iteration # 122 - FCN = 297370.4513935 Edm = 0.00831414 NCalls = 388 -VariableMetric: Iteration # 123 - FCN = 297370.3938238 Edm = 0.0830406 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297370.3847681 Edm = 0.0117549 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297370.2012327 Edm = 0.264579 NCalls = 398 -VariableMetric: Iteration # 126 - FCN = 297370.1924137 Edm = 0.00820907 NCalls = 400 -VariableMetric: Iteration # 127 - FCN = 297370.1772726 Edm = 0.017609 NCalls = 402 -VariableMetric: Iteration # 128 - FCN = 297369.42925 Edm = 0.698543 NCalls = 409 -VariableMetric: Iteration # 129 - FCN = 297369.4228973 Edm = 0.00649223 NCalls = 411 -VariableMetric: Iteration # 130 - FCN = 297369.3583112 Edm = 0.0638806 NCalls = 415 -VariableMetric: Iteration # 131 - FCN = 297367.3565157 Edm = 1.47836 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297365.310945 Edm = 2.50118 NCalls = 425 -VariableMetric: Iteration # 133 - FCN = 297363.4300446 Edm = 0.94332 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297362.8003195 Edm = 0.488662 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297362.4085229 Edm = 0.196958 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297362.2484968 Edm = 0.0404609 NCalls = 433 -VariableMetric: Iteration # 137 - FCN = 297362.1869048 Edm = 0.0512705 NCalls = 436 -VariableMetric: Iteration # 138 - FCN = 297361.9560394 Edm = 0.135599 NCalls = 440 -VariableMetric: Iteration # 139 - FCN = 297361.6691668 Edm = 0.205471 NCalls = 444 -VariableMetric: Iteration # 140 - FCN = 297361.6189348 Edm = 0.155033 NCalls = 446 -VariableMetric: Iteration # 141 - FCN = 297361.4316545 Edm = 0.134011 NCalls = 449 -VariableMetric: Iteration # 142 - FCN = 297361.3098485 Edm = 0.116829 NCalls = 451 -VariableMetric: Iteration # 143 - FCN = 297361.1196637 Edm = 0.0738673 NCalls = 454 -VariableMetric: Iteration # 144 - FCN = 297360.9385215 Edm = 0.0857323 NCalls = 457 -VariableMetric: Iteration # 145 - FCN = 297360.8975127 Edm = 0.0572456 NCalls = 459 -VariableMetric: Iteration # 146 - FCN = 297360.8446583 Edm = 0.00924739 NCalls = 461 -VariableMetric: Iteration # 147 - FCN = 297360.8313364 Edm = 0.00184125 NCalls = 463 -VariableMetric: Iteration # 148 - FCN = 297360.8267967 Edm = 0.00210411 NCalls = 465 -VariableMetric: Iteration # 149 - FCN = 297360.7943939 Edm = 0.035916 NCalls = 468 -VariableMetric: Iteration # 150 - FCN = 297360.3042655 Edm = 0.572494 NCalls = 478 -VariableMetric: Iteration # 151 - FCN = 297360.2296035 Edm = 0.624266 NCalls = 480 -VariableMetric: Iteration # 152 - FCN = 297359.9034176 Edm = 0.410538 NCalls = 482 -VariableMetric: Iteration # 153 - FCN = 297359.3795142 Edm = 0.827275 NCalls = 485 -VariableMetric: Iteration # 154 - FCN = 297357.6583161 Edm = 1.1782 NCalls = 487 -VariableMetric: Iteration # 155 - FCN = 297350.8119846 Edm = 0.965916 NCalls = 490 -VariableMetric: Iteration # 156 - FCN = 297349.9679116 Edm = 0.215565 NCalls = 491 -VariableMetric: Iteration # 157 - FCN = 297349.7772462 Edm = 0.0522512 NCalls = 494 -VariableMetric: Iteration # 158 - FCN = 297349.7251694 Edm = 0.0129327 NCalls = 496 -VariableMetric: Iteration # 159 - FCN = 297349.6933675 Edm = 0.00646416 NCalls = 498 -VariableMetric: Iteration # 160 - FCN = 297349.6831195 Edm = 0.00128451 NCalls = 500 -VariableMetric: Iteration # 161 - FCN = 297349.681489 Edm = 0.000863086 NCalls = 502 -VariableMetric: Iteration # 162 - FCN = 297349.6786383 Edm = 0.00267843 NCalls = 505 -VariableMetric: Iteration # 163 - FCN = 297349.6281489 Edm = 0.0504572 NCalls = 510 -VariableMetric: Iteration # 164 - FCN = 297349.567705 Edm = 0.186671 NCalls = 513 -VariableMetric: Iteration # 165 - FCN = 297349.292257 Edm = 0.348144 NCalls = 517 -VariableMetric: Iteration # 166 - FCN = 297349.1708055 Edm = 0.144308 NCalls = 520 -VariableMetric: Iteration # 167 - FCN = 297348.9716305 Edm = 0.0220723 NCalls = 524 -VariableMetric: Iteration # 168 - FCN = 297348.9262736 Edm = 0.0123868 NCalls = 526 -VariableMetric: Iteration # 169 - FCN = 297348.9065235 Edm = 0.00317083 NCalls = 528 -VariableMetric: Iteration # 170 - FCN = 297348.9045932 Edm = 0.000891984 NCalls = 530 -VariableMetric: Iteration # 171 - FCN = 297348.9013893 Edm = 0.002842 NCalls = 532 -VariableMetric: Iteration # 172 - FCN = 297348.7933864 Edm = 0.101703 NCalls = 538 -VariableMetric: Iteration # 173 - FCN = 297346.8095562 Edm = 0.421593 NCalls = 543 -VariableMetric: Iteration # 174 - FCN = 297346.2236205 Edm = 0.0246877 NCalls = 545 -VariableMetric: Iteration # 175 - FCN = 297346.2052622 Edm = 0.00430787 NCalls = 547 -VariableMetric: Iteration # 176 - FCN = 297346.2009466 Edm = 0.000976047 NCalls = 549 -VariableMetric: Iteration # 177 - FCN = 297346.1995058 Edm = 0.000114851 NCalls = 551 -VariableMetric: Iteration # 178 - FCN = 297346.1993583 Edm = 4.35409e-05 NCalls = 553 -VariableMetric: After Hessian - FCN = 297346.1993583 Edm = 2.40687 NCalls = 1034 -VariableMetric: Iteration # 179 - FCN = 297346.1993583 Edm = 2.40687 NCalls = 1034 -VariableMetric: Iteration # 180 - FCN = 297344.61349 Edm = 9.7168 NCalls = 1036 -VariableMetric: Iteration # 181 - FCN = 297343.3515814 Edm = 0.25868 NCalls = 1038 -VariableMetric: Iteration # 182 - FCN = 297342.9747842 Edm = 0.106392 NCalls = 1040 -VariableMetric: Iteration # 183 - FCN = 297342.9137848 Edm = 0.0744295 NCalls = 1042 -VariableMetric: Iteration # 184 - FCN = 297342.8354893 Edm = 0.0218172 NCalls = 1044 -VariableMetric: Iteration # 185 - FCN = 297342.8134868 Edm = 0.00381972 NCalls = 1045 -VariableMetric: Iteration # 186 - FCN = 297342.8057181 Edm = 0.00227686 NCalls = 1047 -VariableMetric: Iteration # 187 - FCN = 297342.7937379 Edm = 0.00913795 NCalls = 1049 -VariableMetric: Iteration # 188 - FCN = 297342.777271 Edm = 0.0171086 NCalls = 1054 -VariableMetric: Iteration # 189 - FCN = 297342.7637773 Edm = 0.00873797 NCalls = 1056 -VariableMetric: Iteration # 190 - FCN = 297342.7548297 Edm = 0.0149477 NCalls = 1059 -VariableMetric: Iteration # 191 - FCN = 297342.7436627 Edm = 0.0129145 NCalls = 1062 -VariableMetric: Iteration # 192 - FCN = 297342.733945 Edm = 0.00466761 NCalls = 1064 -VariableMetric: Iteration # 193 - FCN = 297342.7216488 Edm = 0.00426622 NCalls = 1066 -VariableMetric: Iteration # 194 - FCN = 297342.70838 Edm = 0.012989 NCalls = 1070 -VariableMetric: Iteration # 195 - FCN = 297342.6991699 Edm = 0.0146504 NCalls = 1073 -VariableMetric: Iteration # 196 - FCN = 297342.6850525 Edm = 0.0199816 NCalls = 1075 -VariableMetric: Iteration # 197 - FCN = 297342.680157 Edm = 0.00466188 NCalls = 1078 -VariableMetric: Iteration # 198 - FCN = 297342.6595635 Edm = 0.00307919 NCalls = 1081 -VariableMetric: Iteration # 199 - FCN = 297342.6574487 Edm = 0.00439771 NCalls = 1083 -VariableMetric: Iteration # 200 - FCN = 297342.6525398 Edm = 0.00228555 NCalls = 1085 -VariableMetric: Iteration # 201 - FCN = 297342.6508291 Edm = 0.00169851 NCalls = 1087 -VariableMetric: Iteration # 202 - FCN = 297342.648709 Edm = 0.000660137 NCalls = 1089 -VariableMetric: Iteration # 203 - FCN = 297342.6461264 Edm = 0.00133341 NCalls = 1091 -VariableMetric: Iteration # 204 - FCN = 297342.6432544 Edm = 0.00174646 NCalls = 1093 -VariableMetric: Iteration # 205 - FCN = 297342.6410242 Edm = 0.000643208 NCalls = 1096 -VariableMetric: Iteration # 206 - FCN = 297342.6399164 Edm = 0.000617797 NCalls = 1099 -VariableMetric: Iteration # 207 - FCN = 297342.6369883 Edm = 0.00142884 NCalls = 1103 -VariableMetric: Iteration # 208 - FCN = 297342.6336217 Edm = 0.00304058 NCalls = 1106 -VariableMetric: Iteration # 209 - FCN = 297342.6311704 Edm = 0.00120985 NCalls = 1109 -VariableMetric: Iteration # 210 - FCN = 297342.6289162 Edm = 0.000621475 NCalls = 1111 -VariableMetric: Iteration # 211 - FCN = 297342.6279449 Edm = 0.00119217 NCalls = 1114 -VariableMetric: Iteration # 212 - FCN = 297342.6264441 Edm = 0.00129329 NCalls = 1116 -VariableMetric: Iteration # 213 - FCN = 297342.6250915 Edm = 0.000554963 NCalls = 1120 -VariableMetric: Iteration # 214 - FCN = 297342.6243455 Edm = 0.000238981 NCalls = 1122 -VariableMetric: Iteration # 215 - FCN = 297342.6237532 Edm = 0.000453667 NCalls = 1125 -VariableMetric: Iteration # 216 - FCN = 297342.623431 Edm = 0.000170678 NCalls = 1127 -VariableMetric: Iteration # 217 - FCN = 297342.6232276 Edm = 1.71975e-05 NCalls = 1129 -VariableMetric: After Hessian - FCN = 297342.6232276 Edm = 0.000104811 NCalls = 1616 -VariableMetric: Iteration # 218 - FCN = 297342.6232276 Edm = 0.000104811 NCalls = 1616 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330917.3106691 Edm = 55.4845 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330917.3106691 Edm = 55.4845 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304049.5083793 Edm = 22.3678 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299332.3676499 Edm = 59.553 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298977.5846951 Edm = 10.1206 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298971.4544744 Edm = 56.5208 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298795.8919054 Edm = 18.2105 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298775.827011 Edm = 1.22823 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298770.6329908 Edm = 3.62944 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 298222.248778 Edm = 91.0615 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 297970.2961623 Edm = 1.74886 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297963.8113542 Edm = 5.55692 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297831.742113 Edm = 25.5066 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297798.49285 Edm = 74.1795 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297507.8682078 Edm = 61.0593 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297489.9031133 Edm = 11.8968 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297483.3708929 Edm = 0.169157 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297482.4164858 Edm = 0.804517 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297479.3034179 Edm = 2.27618 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297477.9385118 Edm = 1.68401 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297474.7494357 Edm = 0.795627 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297473.3059193 Edm = 0.051276 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297473.139019 Edm = 0.0863044 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297470.0825032 Edm = 2.58995 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297469.2088613 Edm = 3.3188 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297467.275891 Edm = 3.51423 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297454.5656344 Edm = 14.2026 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297454.0092158 Edm = 0.516605 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297432.8719681 Edm = 13.895 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297407.0645423 Edm = 7.53319 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297395.0621367 Edm = 4.26968 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297356.3780704 Edm = 36.5043 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297348.9727372 Edm = 10.018 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297340.9165408 Edm = 6.60533 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297334.9205729 Edm = 1.77405 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297331.1386546 Edm = 1.01356 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297329.9421908 Edm = 0.876405 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297328.6191931 Edm = 1.09297 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297320.0655339 Edm = 0.606422 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297319.7751709 Edm = 0.167448 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297319.6467914 Edm = 0.0158674 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297319.4780727 Edm = 0.151951 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297318.9363935 Edm = 0.139048 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297318.8770184 Edm = 0.0745787 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297318.7304024 Edm = 0.0549372 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297318.4533903 Edm = 0.233108 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297317.7290738 Edm = 0.857941 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297317.1367055 Edm = 0.620361 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297291.2947148 Edm = 8.74897 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297289.3867325 Edm = 1.59035 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297288.4673952 Edm = 0.0298225 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297288.4255069 Edm = 0.00956117 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297288.3928675 Edm = 0.0110802 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297288.3614484 Edm = 0.00779806 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297288.3298582 Edm = 0.0162212 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297287.9901461 Edm = 0.378273 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297286.1251184 Edm = 2.36725 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297286.0827141 Edm = 0.101868 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297285.0144898 Edm = 0.842283 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297277.6547166 Edm = 6.67771 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297264.0483154 Edm = 5.91645 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297252.6089754 Edm = 1.95403 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297250.1832586 Edm = 1.0923 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297248.62359 Edm = 0.233023 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297248.1673044 Edm = 0.181048 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297247.7556366 Edm = 0.109561 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297247.6794035 Edm = 0.00241523 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297247.6761315 Edm = 0.000897766 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297247.6418749 Edm = 0.0335246 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297247.1617319 Edm = 0.465363 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297232.6400986 Edm = 4.60384 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297230.1587684 Edm = 0.877233 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297229.2309827 Edm = 0.419316 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297228.6782875 Edm = 0.0807398 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297228.6077759 Edm = 0.0225258 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297228.5910746 Edm = 0.00135629 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297228.5870157 Edm = 0.00318144 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297228.5723134 Edm = 0.0124477 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297228.5027506 Edm = 0.101494 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297228.4817424 Edm = 0.15855 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297228.3616678 Edm = 0.116858 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297228.3163278 Edm = 0.0524598 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297228.2279192 Edm = 0.124892 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297227.8393795 Edm = 0.533644 NCalls = 287 -VariableMetric: Iteration # 83 - FCN = 297227.7596531 Edm = 0.153209 NCalls = 289 -VariableMetric: Iteration # 84 - FCN = 297227.6008572 Edm = 0.0143525 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297227.5870024 Edm = 0.00295507 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297227.5644497 Edm = 0.0145618 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297227.4439855 Edm = 0.0902269 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297222.6248567 Edm = 12.0635 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297222.0555776 Edm = 0.513484 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297221.2769224 Edm = 0.705275 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297220.4001774 Edm = 1.1862 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297220.1179649 Edm = 0.542809 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297219.2673132 Edm = 0.92623 NCalls = 316 -VariableMetric: Iteration # 94 - FCN = 297216.6020865 Edm = 3.10908 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297212.6165626 Edm = 5.67624 NCalls = 326 -VariableMetric: Iteration # 96 - FCN = 297209.2745448 Edm = 2.1913 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297207.9040341 Edm = 0.287973 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297207.6954303 Edm = 0.025198 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297207.6628118 Edm = 0.0155759 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297207.5552491 Edm = 0.0708952 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297207.1623294 Edm = 0.0839615 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297207.1032689 Edm = 0.0133045 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297207.0818029 Edm = 0.0103207 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297207.0625821 Edm = 0.0062083 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297207.0538863 Edm = 0.00206954 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297207.0506033 Edm = 0.00126326 NCalls = 354 -VariableMetric: Iteration # 107 - FCN = 297207.0490391 Edm = 0.000477309 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297207.0483798 Edm = 0.000187676 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297207.0479563 Edm = 0.000234727 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297207.0473326 Edm = 0.000484732 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297207.0427317 Edm = 0.0044497 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297207.0411259 Edm = 0.00330391 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297207.0307065 Edm = 0.0112138 NCalls = 379 -VariableMetric: Iteration # 114 - FCN = 297206.9057749 Edm = 0.160319 NCalls = 385 -VariableMetric: Iteration # 115 - FCN = 297206.5823334 Edm = 0.088905 NCalls = 396 -VariableMetric: Iteration # 116 - FCN = 297206.4234366 Edm = 1.00194 NCalls = 398 -VariableMetric: Iteration # 117 - FCN = 297205.9055509 Edm = 0.785206 NCalls = 401 -VariableMetric: Iteration # 118 - FCN = 297204.4177273 Edm = 0.366765 NCalls = 404 -VariableMetric: Iteration # 119 - FCN = 297204.0713284 Edm = 0.226204 NCalls = 406 -VariableMetric: Iteration # 120 - FCN = 297203.9332666 Edm = 0.044183 NCalls = 407 -VariableMetric: Iteration # 121 - FCN = 297203.8066053 Edm = 0.0520087 NCalls = 409 -VariableMetric: Iteration # 122 - FCN = 297203.6329011 Edm = 0.048788 NCalls = 411 -VariableMetric: Iteration # 123 - FCN = 297203.5712844 Edm = 0.00256822 NCalls = 413 -VariableMetric: Iteration # 124 - FCN = 297203.5692175 Edm = 0.000194748 NCalls = 415 -VariableMetric: Iteration # 125 - FCN = 297203.5689554 Edm = 0.000134472 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297203.563296 Edm = 0.00557357 NCalls = 422 -VariableMetric: Iteration # 127 - FCN = 297203.4418518 Edm = 0.0227372 NCalls = 429 -VariableMetric: Iteration # 128 - FCN = 297203.093728 Edm = 0.292331 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297201.9679055 Edm = 0.888623 NCalls = 436 -VariableMetric: Iteration # 130 - FCN = 297200.5246538 Edm = 0.101604 NCalls = 438 -VariableMetric: Iteration # 131 - FCN = 297200.4177016 Edm = 0.0208727 NCalls = 440 -VariableMetric: Iteration # 132 - FCN = 297200.3827211 Edm = 0.00888987 NCalls = 442 -VariableMetric: Iteration # 133 - FCN = 297200.3599675 Edm = 0.00347667 NCalls = 445 -VariableMetric: Iteration # 134 - FCN = 297200.3551606 Edm = 0.00192869 NCalls = 447 -VariableMetric: Iteration # 135 - FCN = 297200.3529206 Edm = 0.000505993 NCalls = 450 -VariableMetric: Iteration # 136 - FCN = 297200.3517803 Edm = 0.000180314 NCalls = 454 -VariableMetric: Iteration # 137 - FCN = 297200.3514242 Edm = 8.32308e-05 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297200.3510466 Edm = 0.000190321 NCalls = 460 -VariableMetric: Iteration # 139 - FCN = 297200.3506625 Edm = 0.000581978 NCalls = 463 -VariableMetric: Iteration # 140 - FCN = 297200.3499256 Edm = 0.0007829 NCalls = 467 -VariableMetric: Iteration # 141 - FCN = 297200.3473874 Edm = 0.0103625 NCalls = 474 -VariableMetric: Iteration # 142 - FCN = 297200.3468627 Edm = 0.00493925 NCalls = 477 -VariableMetric: Iteration # 143 - FCN = 297200.3344085 Edm = 0.0182751 NCalls = 484 -VariableMetric: Iteration # 144 - FCN = 297200.3340744 Edm = 0.000495475 NCalls = 486 -VariableMetric: Iteration # 145 - FCN = 297200.3282614 Edm = 0.00333475 NCalls = 490 -VariableMetric: Iteration # 146 - FCN = 297200.3163751 Edm = 0.00195537 NCalls = 495 -VariableMetric: Iteration # 147 - FCN = 297200.3121043 Edm = 0.000621524 NCalls = 498 -VariableMetric: Iteration # 148 - FCN = 297200.3113048 Edm = 0.00111752 NCalls = 500 -VariableMetric: Iteration # 149 - FCN = 297200.3097382 Edm = 0.000914888 NCalls = 503 -VariableMetric: Iteration # 150 - FCN = 297200.2991503 Edm = 0.0076378 NCalls = 506 -VariableMetric: Iteration # 151 - FCN = 297200.1422984 Edm = 0.331742 NCalls = 511 -VariableMetric: Iteration # 152 - FCN = 297199.8153341 Edm = 0.136243 NCalls = 515 -VariableMetric: Iteration # 153 - FCN = 297199.4387853 Edm = 0.0290601 NCalls = 518 -VariableMetric: Iteration # 154 - FCN = 297199.4125365 Edm = 0.0201144 NCalls = 519 -VariableMetric: Iteration # 155 - FCN = 297199.4019412 Edm = 0.00476937 NCalls = 520 -VariableMetric: Iteration # 156 - FCN = 297199.3832879 Edm = 0.00409665 NCalls = 523 -VariableMetric: Iteration # 157 - FCN = 297199.3765925 Edm = 0.000638564 NCalls = 525 -VariableMetric: Iteration # 158 - FCN = 297199.3756702 Edm = 0.000435244 NCalls = 527 -VariableMetric: Iteration # 159 - FCN = 297199.3753827 Edm = 4.77964e-05 NCalls = 529 -VariableMetric: After Hessian - FCN = 297199.3753827 Edm = 32.2648 NCalls = 1014 -VariableMetric: Iteration # 160 - FCN = 297199.3753827 Edm = 32.2648 NCalls = 1014 -VariableMetric: Iteration # 161 - FCN = 297197.6541161 Edm = 394.11 NCalls = 1017 -VariableMetric: Iteration # 162 - FCN = 297194.0831576 Edm = 5.67125 NCalls = 1020 -VariableMetric: Iteration # 163 - FCN = 297193.9168149 Edm = 18.398 NCalls = 1031 -VariableMetric: Iteration # 164 - FCN = 297193.7136963 Edm = 5873.22 NCalls = 1040 -VariableMetric: Iteration # 165 - FCN = 297193.4628089 Edm = 22303.7 NCalls = 1045 -VariableMetric: Iteration # 166 - FCN = 297192.8557158 Edm = 17516.9 NCalls = 1050 -VariableMetric: Iteration # 167 - FCN = 297192.6574433 Edm = 11827.9 NCalls = 1055 -VariableMetric: Iteration # 168 - FCN = 297192.4227821 Edm = 2241.66 NCalls = 1059 -VariableMetric: Iteration # 169 - FCN = 297192.3587804 Edm = 194.214 NCalls = 1063 -VariableMetric: Iteration # 170 - FCN = 297192.3056685 Edm = 121.52 NCalls = 1067 -VariableMetric: Iteration # 171 - FCN = 297192.2312965 Edm = 126.771 NCalls = 1071 -VariableMetric: Iteration # 172 - FCN = 297192.0632455 Edm = 26.6273 NCalls = 1074 -VariableMetric: Iteration # 173 - FCN = 297192.0371423 Edm = 128.426 NCalls = 1077 -VariableMetric: Iteration # 174 - FCN = 297191.9739326 Edm = 27.7829 NCalls = 1080 -VariableMetric: Iteration # 175 - FCN = 297191.9131292 Edm = 8.59034 NCalls = 1083 -VariableMetric: Iteration # 176 - FCN = 297191.8986805 Edm = 9.97243 NCalls = 1086 -VariableMetric: Iteration # 177 - FCN = 297191.8735938 Edm = 34.2732 NCalls = 1088 -VariableMetric: Iteration # 178 - FCN = 297191.7580406 Edm = 10.5963 NCalls = 1090 -VariableMetric: Iteration # 179 - FCN = 297191.7216561 Edm = 14.0712 NCalls = 1092 -VariableMetric: Iteration # 180 - FCN = 297191.697739 Edm = 4.31223 NCalls = 1094 -VariableMetric: Iteration # 181 - FCN = 297191.5893381 Edm = 0.497349 NCalls = 1096 -VariableMetric: Iteration # 182 - FCN = 297191.5486119 Edm = 0.818772 NCalls = 1098 -VariableMetric: Iteration # 183 - FCN = 297191.4817395 Edm = 0.745146 NCalls = 1100 -VariableMetric: Iteration # 184 - FCN = 297191.3787783 Edm = 1.48009 NCalls = 1102 -VariableMetric: Iteration # 185 - FCN = 297191.2145839 Edm = 2.34752 NCalls = 1104 -VariableMetric: Iteration # 186 - FCN = 297191.1824936 Edm = 0.0701193 NCalls = 1106 -VariableMetric: Iteration # 187 - FCN = 297191.1504754 Edm = 0.0143611 NCalls = 1108 -VariableMetric: Iteration # 188 - FCN = 297191.1398416 Edm = 0.00471186 NCalls = 1110 -VariableMetric: Iteration # 189 - FCN = 297191.1364578 Edm = 0.00217025 NCalls = 1111 -VariableMetric: Iteration # 190 - FCN = 297191.1316254 Edm = 0.00192621 NCalls = 1113 -VariableMetric: Iteration # 191 - FCN = 297191.124804 Edm = 0.00332622 NCalls = 1115 -VariableMetric: Iteration # 192 - FCN = 297191.116853 Edm = 0.00721119 NCalls = 1118 -VariableMetric: Iteration # 193 - FCN = 297191.1052993 Edm = 0.00140564 NCalls = 1120 -VariableMetric: Iteration # 194 - FCN = 297191.103221 Edm = 0.000369737 NCalls = 1122 -VariableMetric: Iteration # 195 - FCN = 297191.1029606 Edm = 9.40818e-05 NCalls = 1124 -VariableMetric: Iteration # 196 - FCN = 297191.1028384 Edm = 2.27432e-05 NCalls = 1126 -VariableMetric: After Hessian - FCN = 297191.1028384 Edm = 0.000142807 NCalls = 1623 -VariableMetric: Iteration # 197 - FCN = 297191.1028384 Edm = 0.000142807 NCalls = 1623 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340175.7350048 Edm = 444.177 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340175.7350048 Edm = 444.177 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 336272.7554503 Edm = 144.254 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 336180.6971087 Edm = 38.9598 NCalls = 6 -VariableMetric: Iteration # 3 - FCN = 335880.7061689 Edm = 305.617 NCalls = 9 -VariableMetric: Iteration # 4 - FCN = 334671.188064 Edm = 1249.25 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 319353.9580439 Edm = 4290.22 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 301749.833329 Edm = 7081.87 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 300292.8945595 Edm = 2.52491 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 300291.9618558 Edm = 0.477151 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 299885.3040659 Edm = 61.4395 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298974.6292504 Edm = 83.8177 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298846.4539381 Edm = 72.823 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298808.9549508 Edm = 2.09244 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 298805.9936782 Edm = 1.92376 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298450.2919615 Edm = 267.704 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 298012.4921696 Edm = 83.3724 NCalls = 67 -VariableMetric: Iteration # 16 - FCN = 297938.5878834 Edm = 4.0241 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297933.5845685 Edm = 0.599495 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297932.2037693 Edm = 1.04062 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297854.0649252 Edm = 5.34295 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297847.9794013 Edm = 0.0887149 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297847.8352401 Edm = 0.0488361 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297847.3301743 Edm = 0.527304 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297778.7066254 Edm = 8.4831 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297682.0423905 Edm = 6.34879 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297676.4584513 Edm = 0.374304 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297676.0205176 Edm = 0.0616348 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297674.923861 Edm = 0.846951 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297594.938027 Edm = 5.28822 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297586.9374925 Edm = 0.1146 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297586.8041652 Edm = 0.00962629 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297586.7729645 Edm = 0.0205772 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297586.2231222 Edm = 0.430178 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297568.293564 Edm = 11.6178 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297516.8915241 Edm = 2.38067 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297513.1588467 Edm = 0.0860444 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297513.0640738 Edm = 0.00671286 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297513.0289955 Edm = 0.0276476 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297512.6807316 Edm = 0.283997 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297507.342952 Edm = 2.64204 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297494.3265945 Edm = 2.80147 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297492.2076481 Edm = 0.197874 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297491.9985335 Edm = 0.00527492 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297491.9865603 Edm = 0.0043797 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297491.9530571 Edm = 0.0153669 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297491.7347183 Edm = 0.175317 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297482.2671597 Edm = 7.1432 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297462.5251881 Edm = 1.22441 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297461.1237051 Edm = 0.117545 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297461.0077659 Edm = 0.00626865 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297460.9978071 Edm = 0.00143776 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297460.9936977 Edm = 0.00214581 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297460.9300409 Edm = 0.0615646 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297459.0051338 Edm = 1.63127 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297444.8035225 Edm = 6.01498 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297438.608741 Edm = 2.91306 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297436.0813618 Edm = 1.13717 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297434.6688795 Edm = 0.486946 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297433.5995285 Edm = 0.199839 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297433.3522524 Edm = 0.0857863 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297433.2741048 Edm = 0.00274484 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297433.2707555 Edm = 0.000562378 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297433.2583006 Edm = 0.00978277 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297432.8546224 Edm = 0.331388 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297427.7837825 Edm = 2.73599 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297423.4693563 Edm = 1.26945 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297421.5375543 Edm = 0.163951 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297421.3174706 Edm = 0.00298359 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297421.3140327 Edm = 0.000392958 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297421.3137001 Edm = 0.000197706 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297421.3120054 Edm = 0.00111359 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297421.281524 Edm = 0.0239266 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297420.893548 Edm = 0.192274 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297420.0744184 Edm = 0.323526 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297419.2210077 Edm = 0.0429093 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297419.1837387 Edm = 0.00079825 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297419.1829854 Edm = 3.78759e-05 NCalls = 242 -VariableMetric: After Hessian - FCN = 297419.1829854 Edm = 24.4787 NCalls = 725 -VariableMetric: Iteration # 77 - FCN = 297419.1829854 Edm = 24.4787 NCalls = 725 -VariableMetric: Iteration # 78 - FCN = 297399.0822417 Edm = 0.637477 NCalls = 728 -VariableMetric: Iteration # 79 - FCN = 297398.3696703 Edm = 0.777057 NCalls = 731 -VariableMetric: Iteration # 80 - FCN = 297398.2595041 Edm = 0.532582 NCalls = 733 -VariableMetric: Iteration # 81 - FCN = 297397.8090617 Edm = 0.313494 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297397.2899926 Edm = 0.426974 NCalls = 741 -VariableMetric: Iteration # 83 - FCN = 297396.798419 Edm = 0.635318 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297396.3309807 Edm = 0.54339 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297395.3170539 Edm = 1.09053 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297394.832779 Edm = 1.58718 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297393.9717262 Edm = 2.70462 NCalls = 759 -VariableMetric: Iteration # 88 - FCN = 297393.8880148 Edm = 0.10975 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297393.4006924 Edm = 1.24576 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297392.9176463 Edm = 1.07481 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297390.3771239 Edm = 2.66163 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297390.0008526 Edm = 0.903544 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297388.7617438 Edm = 2.8173 NCalls = 781 -VariableMetric: Iteration # 94 - FCN = 297386.7825063 Edm = 2.10206 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297383.4297006 Edm = 3.54011 NCalls = 791 -VariableMetric: Iteration # 96 - FCN = 297382.6215569 Edm = 1.37409 NCalls = 795 -VariableMetric: Iteration # 97 - FCN = 297378.2668785 Edm = 5.94081 NCalls = 802 -VariableMetric: Iteration # 98 - FCN = 297376.5724326 Edm = 1.44955 NCalls = 807 -VariableMetric: Iteration # 99 - FCN = 297375.983928 Edm = 1.80237 NCalls = 809 -VariableMetric: Iteration # 100 - FCN = 297375.1586511 Edm = 0.451252 NCalls = 811 -VariableMetric: Iteration # 101 - FCN = 297374.7735112 Edm = 0.143838 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297374.6768521 Edm = 0.14236 NCalls = 815 -VariableMetric: Iteration # 103 - FCN = 297374.3789148 Edm = 0.437831 NCalls = 817 -VariableMetric: Iteration # 104 - FCN = 297373.5979724 Edm = 0.843849 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297373.3627035 Edm = 0.683454 NCalls = 826 -VariableMetric: Iteration # 106 - FCN = 297372.9238313 Edm = 0.65082 NCalls = 830 -VariableMetric: Iteration # 107 - FCN = 297371.8221164 Edm = 0.539247 NCalls = 834 -VariableMetric: Iteration # 108 - FCN = 297370.5942763 Edm = 1.86283 NCalls = 837 -VariableMetric: Iteration # 109 - FCN = 297369.3821694 Edm = 4.79491 NCalls = 842 -VariableMetric: Iteration # 110 - FCN = 297368.134963 Edm = 4.47571 NCalls = 845 -VariableMetric: Iteration # 111 - FCN = 297366.4956973 Edm = 4.58647 NCalls = 849 -VariableMetric: Iteration # 112 - FCN = 297364.6874878 Edm = 2.07839 NCalls = 851 -VariableMetric: Iteration # 113 - FCN = 297363.917749 Edm = 0.501359 NCalls = 853 -VariableMetric: Iteration # 114 - FCN = 297363.6543848 Edm = 0.885272 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297363.3862641 Edm = 0.284931 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297362.8590547 Edm = 0.354697 NCalls = 862 -VariableMetric: Iteration # 117 - FCN = 297362.6613988 Edm = 0.452851 NCalls = 865 -VariableMetric: Iteration # 118 - FCN = 297362.295948 Edm = 0.129294 NCalls = 868 -VariableMetric: Iteration # 119 - FCN = 297362.1691867 Edm = 0.102826 NCalls = 870 -VariableMetric: Iteration # 120 - FCN = 297362.0744801 Edm = 0.0596441 NCalls = 872 -VariableMetric: Iteration # 121 - FCN = 297361.8784991 Edm = 0.119415 NCalls = 876 -VariableMetric: Iteration # 122 - FCN = 297361.6524763 Edm = 0.121136 NCalls = 878 -VariableMetric: Iteration # 123 - FCN = 297361.5764851 Edm = 0.0874242 NCalls = 881 -VariableMetric: Iteration # 124 - FCN = 297361.4959712 Edm = 0.0237253 NCalls = 883 -VariableMetric: Iteration # 125 - FCN = 297361.4535324 Edm = 0.0109319 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297361.4356851 Edm = 0.0143666 NCalls = 887 -VariableMetric: Iteration # 127 - FCN = 297361.4095567 Edm = 0.0172477 NCalls = 889 -VariableMetric: Iteration # 128 - FCN = 297361.3709877 Edm = 0.0130496 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297361.3503049 Edm = 0.00539632 NCalls = 893 -VariableMetric: Iteration # 130 - FCN = 297361.3359037 Edm = 0.0152288 NCalls = 895 -VariableMetric: Iteration # 131 - FCN = 297361.3137474 Edm = 0.0162411 NCalls = 898 -VariableMetric: Iteration # 132 - FCN = 297361.2855161 Edm = 0.0113442 NCalls = 901 -VariableMetric: Iteration # 133 - FCN = 297361.270754 Edm = 0.00595853 NCalls = 903 -VariableMetric: Iteration # 134 - FCN = 297361.2654933 Edm = 0.00229395 NCalls = 906 -VariableMetric: Iteration # 135 - FCN = 297361.2631627 Edm = 0.000395053 NCalls = 908 -VariableMetric: Iteration # 136 - FCN = 297361.2624388 Edm = 0.000146637 NCalls = 910 -VariableMetric: Iteration # 137 - FCN = 297361.2620754 Edm = 9.32035e-05 NCalls = 912 -VariableMetric: Iteration # 138 - FCN = 297361.2618387 Edm = 2.64257e-05 NCalls = 914 -VariableMetric: After Hessian - FCN = 297361.2618387 Edm = 0.0333323 NCalls = 1405 -VariableMetric: Iteration # 139 - FCN = 297361.2618387 Edm = 0.0333323 NCalls = 1405 -VariableMetric: Iteration # 140 - FCN = 297361.2609433 Edm = 0.0485035 NCalls = 1407 -VariableMetric: Iteration # 141 - FCN = 297361.2585581 Edm = 0.0019656 NCalls = 1409 -VariableMetric: Iteration # 142 - FCN = 297361.2566558 Edm = 0.00071732 NCalls = 1416 -VariableMetric: Iteration # 143 - FCN = 297361.2554503 Edm = 0.00191461 NCalls = 1419 -VariableMetric: Iteration # 144 - FCN = 297361.2542795 Edm = 0.001738 NCalls = 1422 -VariableMetric: Iteration # 145 - FCN = 297361.2517504 Edm = 0.00133159 NCalls = 1425 -VariableMetric: Iteration # 146 - FCN = 297361.2487016 Edm = 0.00132454 NCalls = 1431 -VariableMetric: Iteration # 147 - FCN = 297361.244746 Edm = 0.00591326 NCalls = 1435 -VariableMetric: Iteration # 148 - FCN = 297361.2434191 Edm = 0.00363766 NCalls = 1437 -VariableMetric: Iteration # 149 - FCN = 297361.2390718 Edm = 0.00193439 NCalls = 1443 -VariableMetric: Iteration # 150 - FCN = 297361.2336577 Edm = 0.0073111 NCalls = 1445 -VariableMetric: Iteration # 151 - FCN = 297361.23077 Edm = 0.00520149 NCalls = 1450 -VariableMetric: Iteration # 152 - FCN = 297361.2245598 Edm = 0.0194164 NCalls = 1452 -VariableMetric: Iteration # 153 - FCN = 297361.220263 Edm = 0.00344279 NCalls = 1456 -VariableMetric: Iteration # 154 - FCN = 297361.2021464 Edm = 0.0178812 NCalls = 1461 -VariableMetric: Iteration # 155 - FCN = 297361.1926396 Edm = 0.00470531 NCalls = 1465 -VariableMetric: Iteration # 156 - FCN = 297361.1850657 Edm = 0.00412727 NCalls = 1467 -VariableMetric: Iteration # 157 - FCN = 297361.1772592 Edm = 0.00236661 NCalls = 1470 -VariableMetric: Iteration # 158 - FCN = 297361.1722305 Edm = 0.00720655 NCalls = 1473 -VariableMetric: Iteration # 159 - FCN = 297361.1694659 Edm = 0.00182677 NCalls = 1475 -VariableMetric: Iteration # 160 - FCN = 297361.1656219 Edm = 0.00267277 NCalls = 1479 -VariableMetric: Iteration # 161 - FCN = 297361.1616116 Edm = 0.00149059 NCalls = 1482 -VariableMetric: Iteration # 162 - FCN = 297361.1597293 Edm = 0.000819378 NCalls = 1484 -VariableMetric: Iteration # 163 - FCN = 297361.1587779 Edm = 0.000221415 NCalls = 1486 -VariableMetric: Iteration # 164 - FCN = 297361.1582806 Edm = 0.000158361 NCalls = 1488 -VariableMetric: Iteration # 165 - FCN = 297361.1573905 Edm = 0.000705465 NCalls = 1491 -VariableMetric: Iteration # 166 - FCN = 297361.156478 Edm = 0.00064445 NCalls = 1494 -VariableMetric: Iteration # 167 - FCN = 297361.1548482 Edm = 0.000258761 NCalls = 1496 -VariableMetric: Iteration # 168 - FCN = 297361.1543706 Edm = 0.000171561 NCalls = 1498 -VariableMetric: Iteration # 169 - FCN = 297361.1542085 Edm = 9.13752e-05 NCalls = 1499 -VariableMetric: Iteration # 170 - FCN = 297361.1540137 Edm = 5.77966e-05 NCalls = 1501 -VariableMetric: After Hessian - FCN = 297361.1540137 Edm = 0.0026346 NCalls = 1994 -VariableMetric: Iteration # 171 - FCN = 297361.1540137 Edm = 0.0026346 NCalls = 1994 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302941.1656965 Edm = 14.2468 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302941.1656965 Edm = 14.2468 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300168.8335409 Edm = 3.21466 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300161.5370433 Edm = 3.77081 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299803.472882 Edm = 674.646 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299764.2885177 Edm = 33.6244 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 299491.8011573 Edm = 197.836 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298271.1027667 Edm = 63.706 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297908.8809312 Edm = 39.4859 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297902.2745853 Edm = 2.13552 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297901.3199621 Edm = 0.759031 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297896.7121625 Edm = 3.72576 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297863.0519206 Edm = 2.21792 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297858.9872438 Edm = 0.435759 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297857.6140554 Edm = 0.577683 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297854.5231148 Edm = 0.770175 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297849.4730435 Edm = 3.70793 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297803.5130809 Edm = 15.8152 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297790.1078079 Edm = 1.72934 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297786.175017 Edm = 1.84412 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297754.2294831 Edm = 5.69111 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297745.1575633 Edm = 7.28198 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297743.8643755 Edm = 6.01381 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297732.2672267 Edm = 1.96303 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297730.5189216 Edm = 0.491412 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297730.0646172 Edm = 0.272981 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297729.8214996 Edm = 0.209169 NCalls = 84 -VariableMetric: Iteration # 26 - FCN = 297725.9876917 Edm = 4.16077 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297722.775855 Edm = 2.82946 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297586.590601 Edm = 46.0425 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297546.9626525 Edm = 7.37142 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297535.2820597 Edm = 3.3571 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297532.6570098 Edm = 0.717504 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297532.2514278 Edm = 0.0312689 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297532.2014616 Edm = 0.019446 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297530.9609671 Edm = 1.08889 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297511.8929216 Edm = 20.4146 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297488.327099 Edm = 3.01716 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297480.1045165 Edm = 1.77667 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297479.0050611 Edm = 0.644386 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297477.6882521 Edm = 0.358416 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297476.5607638 Edm = 0.379429 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297476.1414872 Edm = 0.0798232 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297476.0086547 Edm = 0.0188938 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297475.9314902 Edm = 0.0540745 NCalls = 139 -VariableMetric: Iteration # 44 - FCN = 297474.5654313 Edm = 1.17603 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297457.6303539 Edm = 8.42662 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297440.7241996 Edm = 6.95309 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297436.9719931 Edm = 16.334 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297414.7724678 Edm = 13.5614 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297405.563148 Edm = 1.66371 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297401.6517498 Edm = 1.16954 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297397.7583767 Edm = 1.05867 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297394.8710781 Edm = 0.467499 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297393.717645 Edm = 0.684757 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297392.929069 Edm = 0.623565 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297392.2711864 Edm = 0.0690213 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297392.2025923 Edm = 0.0156805 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297392.1822599 Edm = 0.00964971 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297392.0595564 Edm = 0.110622 NCalls = 180 -VariableMetric: Iteration # 59 - FCN = 297388.5207075 Edm = 2.59734 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297377.9486992 Edm = 4.70241 NCalls = 188 -VariableMetric: Iteration # 61 - FCN = 297373.3198865 Edm = 2.76928 NCalls = 191 -VariableMetric: Iteration # 62 - FCN = 297372.0296396 Edm = 1.48073 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297371.3455286 Edm = 0.147504 NCalls = 195 -VariableMetric: Iteration # 64 - FCN = 297371.2475325 Edm = 0.0463466 NCalls = 197 -VariableMetric: Iteration # 65 - FCN = 297371.1568392 Edm = 0.0271085 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297371.1063428 Edm = 0.00427222 NCalls = 201 -VariableMetric: Iteration # 67 - FCN = 297371.0957958 Edm = 0.00864459 NCalls = 203 -VariableMetric: Iteration # 68 - FCN = 297370.8952311 Edm = 0.193856 NCalls = 208 -VariableMetric: Iteration # 69 - FCN = 297362.840192 Edm = 6.11797 NCalls = 212 -VariableMetric: Iteration # 70 - FCN = 297355.3708309 Edm = 4.50119 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297348.8228041 Edm = 2.26756 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297347.0981648 Edm = 0.320647 NCalls = 220 -VariableMetric: Iteration # 73 - FCN = 297346.8143259 Edm = 0.076674 NCalls = 221 -VariableMetric: Iteration # 74 - FCN = 297346.721536 Edm = 0.0506174 NCalls = 223 -VariableMetric: Iteration # 75 - FCN = 297346.6821419 Edm = 0.0119466 NCalls = 225 -VariableMetric: Iteration # 76 - FCN = 297346.6679789 Edm = 0.0012093 NCalls = 227 -VariableMetric: Iteration # 77 - FCN = 297346.6641739 Edm = 0.00181685 NCalls = 229 -VariableMetric: Iteration # 78 - FCN = 297346.6250058 Edm = 0.0345958 NCalls = 233 -VariableMetric: Iteration # 79 - FCN = 297344.2287626 Edm = 1.75925 NCalls = 238 -VariableMetric: Iteration # 80 - FCN = 297340.1795913 Edm = 0.965691 NCalls = 241 -VariableMetric: Iteration # 81 - FCN = 297339.5564404 Edm = 0.121393 NCalls = 243 -VariableMetric: Iteration # 82 - FCN = 297339.4655016 Edm = 0.00169346 NCalls = 245 -VariableMetric: Iteration # 83 - FCN = 297339.4634069 Edm = 0.000480961 NCalls = 247 -VariableMetric: Iteration # 84 - FCN = 297339.460778 Edm = 0.00117813 NCalls = 250 -VariableMetric: Iteration # 85 - FCN = 297339.4498145 Edm = 0.00877424 NCalls = 253 -VariableMetric: Iteration # 86 - FCN = 297338.2184854 Edm = 0.962145 NCalls = 258 -VariableMetric: Iteration # 87 - FCN = 297331.8948485 Edm = 0.988204 NCalls = 261 -VariableMetric: Iteration # 88 - FCN = 297330.9434564 Edm = 0.0781826 NCalls = 263 -VariableMetric: Iteration # 89 - FCN = 297330.862147 Edm = 0.00457445 NCalls = 265 -VariableMetric: Iteration # 90 - FCN = 297330.8565956 Edm = 0.000832322 NCalls = 267 -VariableMetric: Iteration # 91 - FCN = 297330.8551987 Edm = 0.000320744 NCalls = 269 -VariableMetric: Iteration # 92 - FCN = 297330.8539473 Edm = 0.000784548 NCalls = 271 -VariableMetric: Iteration # 93 - FCN = 297330.8409901 Edm = 0.0126693 NCalls = 275 -VariableMetric: Iteration # 94 - FCN = 297329.9387258 Edm = 0.414624 NCalls = 282 -VariableMetric: Iteration # 95 - FCN = 297327.3797924 Edm = 0.337251 NCalls = 284 -VariableMetric: Iteration # 96 - FCN = 297326.9653418 Edm = 0.00607627 NCalls = 286 -VariableMetric: Iteration # 97 - FCN = 297326.9601037 Edm = 0.000212528 NCalls = 288 -VariableMetric: Iteration # 98 - FCN = 297326.9598346 Edm = 7.84727e-05 NCalls = 290 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302306.2997154 Edm = 16.9758 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302306.2997154 Edm = 16.9758 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298762.9234297 Edm = 0.673113 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298761.4945783 Edm = 0.78568 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 298480.5552013 Edm = 385.509 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298477.1819513 Edm = 0.899964 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297864.9479844 Edm = 2.73338 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297861.6694976 Edm = 0.580901 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297860.9452537 Edm = 0.274868 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297787.3951479 Edm = 16.7099 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297768.6472588 Edm = 0.307301 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297768.1938626 Edm = 0.121798 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297762.7390377 Edm = 4.14407 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297659.0109445 Edm = 16.8352 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297633.9332445 Edm = 0.55433 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297633.2324816 Edm = 0.0141316 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297633.1982738 Edm = 0.0243554 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297622.7245916 Edm = 6.51965 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297559.7130107 Edm = 31.0196 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297518.4129617 Edm = 26.4442 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297506.1429305 Edm = 4.01489 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297496.9182697 Edm = 3.57379 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297491.853362 Edm = 1.49506 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297490.4609486 Edm = 0.460454 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297489.7074363 Edm = 0.177631 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297489.5448001 Edm = 0.00903531 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297489.5171564 Edm = 0.0220569 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297487.9923004 Edm = 1.26292 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297436.035279 Edm = 5.23738 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297432.3111163 Edm = 1.56299 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297431.5221876 Edm = 0.0920015 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297431.4056855 Edm = 0.0158174 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297431.3841405 Edm = 0.00610259 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297431.3627084 Edm = 0.0128807 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297430.4401932 Edm = 1.18615 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297430.3786245 Edm = 0.0509965 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297429.5925702 Edm = 0.960682 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297424.4660938 Edm = 4.07018 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297398.3122404 Edm = 2.77943 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297395.1696458 Edm = 0.67047 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297394.6669769 Edm = 0.177778 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297394.4966025 Edm = 0.00740595 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297394.4885492 Edm = 0.00212445 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297394.4501826 Edm = 0.0422398 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297392.6314485 Edm = 1.41606 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297392.6040313 Edm = 0.00217245 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297392.5968782 Edm = 0.00702383 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297391.8055126 Edm = 0.731703 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297379.9771757 Edm = 0.855903 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297379.3046229 Edm = 0.0682718 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297379.2412342 Edm = 0.00271884 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297379.2386713 Edm = 0.000821165 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297379.2238347 Edm = 0.0140565 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297378.0397797 Edm = 0.926372 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297374.6901824 Edm = 0.181399 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297374.4457676 Edm = 0.0140026 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297374.4259606 Edm = 0.00139562 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297374.4243721 Edm = 0.000275368 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297374.4231265 Edm = 0.0010245 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297374.1959201 Edm = 0.127968 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297372.5127988 Edm = 0.669775 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297371.303394 Edm = 0.03046 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297371.2713226 Edm = 0.00256242 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297371.2685026 Edm = 0.000183132 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297371.2680201 Edm = 0.000171515 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297371.2647638 Edm = 0.00248139 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297370.625603 Edm = 0.604148 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297367.8643173 Edm = 1.42104 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297366.7556724 Edm = 1.29785 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297366.1077137 Edm = 0.211228 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297365.794502 Edm = 0.067014 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297365.72061 Edm = 0.0180316 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297365.6982249 Edm = 0.00116058 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297365.6964282 Edm = 0.00042261 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297365.6944078 Edm = 0.00160671 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297365.6790305 Edm = 0.00931538 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297365.4553343 Edm = 0.206836 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297362.2486523 Edm = 0.685014 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297361.2734055 Edm = 0.137646 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297361.1488426 Edm = 0.0106073 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297361.1368391 Edm = 0.0010128 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297361.1355391 Edm = 0.00017022 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297361.1353218 Edm = 4.63488e-05 NCalls = 259 -VariableMetric: After Hessian - FCN = 297361.1353218 Edm = 17343.8 NCalls = 734 -VariableMetric: Iteration # 82 - FCN = 297361.1353218 Edm = 17343.8 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297356.207017 Edm = 405.149 NCalls = 743 -VariableMetric: Iteration # 84 - FCN = 297355.8800993 Edm = 0.460937 NCalls = 745 -VariableMetric: Iteration # 85 - FCN = 297354.6791251 Edm = 0.186286 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297354.0372402 Edm = 0.151068 NCalls = 751 -VariableMetric: Iteration # 87 - FCN = 297353.531768 Edm = 0.3316 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 297352.0855051 Edm = 0.421613 NCalls = 757 -VariableMetric: Iteration # 89 - FCN = 297349.4870325 Edm = 1.82735 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297348.7075985 Edm = 1.15369 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297345.9181547 Edm = 1.39564 NCalls = 766 -VariableMetric: Iteration # 92 - FCN = 297344.1905123 Edm = 0.650335 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297343.9187541 Edm = 0.475947 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297343.4094773 Edm = 0.32613 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297342.9814224 Edm = 0.112895 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297342.3857342 Edm = 0.239935 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297341.9542017 Edm = 0.0290812 NCalls = 779 -VariableMetric: Iteration # 98 - FCN = 297341.8777675 Edm = 0.0422789 NCalls = 781 -VariableMetric: Iteration # 99 - FCN = 297341.6751389 Edm = 0.0888103 NCalls = 783 -VariableMetric: Iteration # 100 - FCN = 297341.5163701 Edm = 0.0326069 NCalls = 785 -VariableMetric: Iteration # 101 - FCN = 297341.4515801 Edm = 0.0322605 NCalls = 787 -VariableMetric: Iteration # 102 - FCN = 297341.3068905 Edm = 0.0307317 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297341.2511458 Edm = 0.0248626 NCalls = 791 -VariableMetric: Iteration # 104 - FCN = 297341.1125174 Edm = 0.0490234 NCalls = 794 -VariableMetric: Iteration # 105 - FCN = 297341.0398573 Edm = 0.0203952 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297340.9500757 Edm = 0.0567805 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297340.7899807 Edm = 0.0177195 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297340.7429572 Edm = 0.0251042 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297340.6531508 Edm = 0.00527869 NCalls = 805 -VariableMetric: Iteration # 110 - FCN = 297340.6441405 Edm = 0.00392038 NCalls = 807 -VariableMetric: Iteration # 111 - FCN = 297340.6149166 Edm = 0.0184407 NCalls = 810 -VariableMetric: Iteration # 112 - FCN = 297340.5823767 Edm = 0.00245467 NCalls = 812 -VariableMetric: Iteration # 113 - FCN = 297340.5777733 Edm = 0.00220898 NCalls = 814 -VariableMetric: Iteration # 114 - FCN = 297340.5649658 Edm = 0.000927471 NCalls = 817 -VariableMetric: Iteration # 115 - FCN = 297340.5626017 Edm = 0.00099396 NCalls = 819 -VariableMetric: Iteration # 116 - FCN = 297340.5570437 Edm = 0.000609691 NCalls = 822 -VariableMetric: Iteration # 117 - FCN = 297340.5552459 Edm = 0.00101372 NCalls = 824 -VariableMetric: Iteration # 118 - FCN = 297340.5513265 Edm = 0.000835539 NCalls = 826 -VariableMetric: Iteration # 119 - FCN = 297340.5500415 Edm = 0.000402226 NCalls = 828 -VariableMetric: Iteration # 120 - FCN = 297340.5454377 Edm = 0.00147994 NCalls = 831 -VariableMetric: Iteration # 121 - FCN = 297340.542744 Edm = 0.000217136 NCalls = 833 -VariableMetric: Iteration # 122 - FCN = 297340.541708 Edm = 0.000765839 NCalls = 835 -VariableMetric: Iteration # 123 - FCN = 297340.5351904 Edm = 0.00213536 NCalls = 838 -VariableMetric: Iteration # 124 - FCN = 297340.5324293 Edm = 0.000384675 NCalls = 840 -VariableMetric: Iteration # 125 - FCN = 297340.5317908 Edm = 0.000279371 NCalls = 842 -VariableMetric: Iteration # 126 - FCN = 297340.5305726 Edm = 0.000903902 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297340.5231759 Edm = 0.000527509 NCalls = 848 -VariableMetric: Iteration # 128 - FCN = 297340.5224637 Edm = 0.000127554 NCalls = 850 -VariableMetric: Iteration # 129 - FCN = 297340.5200423 Edm = 0.00206807 NCalls = 854 -VariableMetric: Iteration # 130 - FCN = 297340.5135505 Edm = 0.000855511 NCalls = 856 -VariableMetric: Iteration # 131 - FCN = 297340.5123869 Edm = 0.00014253 NCalls = 858 -VariableMetric: Iteration # 132 - FCN = 297340.5108138 Edm = 0.00107155 NCalls = 861 -VariableMetric: Iteration # 133 - FCN = 297340.5054206 Edm = 0.000113274 NCalls = 863 -VariableMetric: Iteration # 134 - FCN = 297340.505172 Edm = 9.48546e-05 NCalls = 865 -VariableMetric: Iteration # 135 - FCN = 297340.5030348 Edm = 0.000788852 NCalls = 869 -VariableMetric: Iteration # 136 - FCN = 297340.5008042 Edm = 0.000347022 NCalls = 871 -VariableMetric: Iteration # 137 - FCN = 297340.5002373 Edm = 4.05141e-05 NCalls = 873 -VariableMetric: After Hessian - FCN = 297340.5002373 Edm = 0.000633623 NCalls = 1350 -VariableMetric: Iteration # 138 - FCN = 297340.5002373 Edm = 0.000633623 NCalls = 1350 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312671.9966241 Edm = 26.5019 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312671.9966241 Edm = 26.5019 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305494.5502099 Edm = 13.603 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 305476.3307753 Edm = 31.3132 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298825.0818616 Edm = 49.4607 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 298657.7438113 Edm = 33.5973 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298628.8241414 Edm = 43.7692 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298070.3294208 Edm = 20.8737 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298015.3295001 Edm = 58.1859 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297732.4173355 Edm = 32.2255 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297722.9751231 Edm = 5.33302 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297717.3086536 Edm = 0.495117 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297709.5863716 Edm = 9.81605 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297696.1179638 Edm = 11.0658 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297604.0333333 Edm = 8.42085 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297598.5593098 Edm = 0.881388 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297597.4006492 Edm = 0.413409 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297590.9475989 Edm = 10.9286 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297590.7193736 Edm = 0.31628 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297590.2654218 Edm = 0.470426 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297567.9918438 Edm = 25.1378 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297567.4610861 Edm = 0.224714 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297562.1158227 Edm = 2.13384 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297556.7436817 Edm = 0.163482 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297556.2907723 Edm = 0.300432 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297530.7450528 Edm = 11.6991 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297513.4315014 Edm = 20.2627 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297508.0582938 Edm = 1.28006 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297503.8612664 Edm = 2.69259 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297496.4022579 Edm = 1.22659 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297495.3910862 Edm = 0.193549 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297494.7439098 Edm = 0.598629 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297486.0536254 Edm = 7.39467 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297411.0120027 Edm = 10.0402 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297405.220971 Edm = 1.4962 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297403.9364223 Edm = 0.208686 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297403.7538711 Edm = 0.0744598 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297403.5081889 Edm = 0.083999 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297403.2276212 Edm = 0.253866 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297402.1992221 Edm = 1.11032 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297384.4066112 Edm = 25.346 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297384.1766341 Edm = 0.11358 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297378.0802022 Edm = 9.4169 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297378.0198507 Edm = 0.194211 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297377.1525803 Edm = 1.1515 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297374.9966303 Edm = 2.03592 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297350.9227217 Edm = 4.47442 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297345.4531368 Edm = 5.00678 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297342.9984704 Edm = 1.51903 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297334.221258 Edm = 20.6789 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297311.7159602 Edm = 3.37026 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297307.5354065 Edm = 0.129309 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297307.4002498 Edm = 0.0505745 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297307.0627606 Edm = 0.259052 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297303.0180288 Edm = 2.43732 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297282.4027547 Edm = 22.0598 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297214.721247 Edm = 11.7799 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297198.2021015 Edm = 0.42955 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297197.5315821 Edm = 0.114943 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297197.2057205 Edm = 0.0479569 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297197.0680011 Edm = 0.0254921 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297196.8276456 Edm = 0.161906 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297195.055447 Edm = 1.4406 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297185.314274 Edm = 5.94913 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297168.358956 Edm = 5.38768 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297158.2158865 Edm = 3.1043 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297153.1239046 Edm = 4.45804 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297151.2766993 Edm = 0.657603 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297150.2812917 Edm = 0.366495 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297149.887087 Edm = 0.0537635 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297149.7783803 Edm = 0.0397858 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297149.6311024 Edm = 0.0226847 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297149.6008112 Edm = 0.00805543 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297149.5906099 Edm = 0.00710089 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297149.5680711 Edm = 0.00445629 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297149.5563766 Edm = 0.00537037 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297149.5481092 Edm = 0.0135114 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297149.4701703 Edm = 0.0533389 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297149.081883 Edm = 0.617439 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297148.4514721 Edm = 0.698188 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297147.5493757 Edm = 2.93254 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297133.404519 Edm = 6.71416 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297121.3336832 Edm = 1.2476 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297118.8510507 Edm = 0.544302 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297118.3075812 Edm = 0.117984 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297118.1999904 Edm = 0.00921369 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297118.1856962 Edm = 0.00209122 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297118.1687627 Edm = 0.0150123 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297118.1166821 Edm = 0.0395665 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297117.9005244 Edm = 0.19695 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297114.8261858 Edm = 2.71523 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297106.2262301 Edm = 1.34166 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297104.9874734 Edm = 0.275078 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297104.6696952 Edm = 0.0835269 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297104.5953945 Edm = 0.00735951 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297104.5839152 Edm = 0.00158092 NCalls = 304 -VariableMetric: Iteration # 95 - FCN = 297104.5786223 Edm = 0.00396118 NCalls = 306 -VariableMetric: Iteration # 96 - FCN = 297104.5270689 Edm = 0.0451779 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 297103.6300889 Edm = 0.928377 NCalls = 315 -VariableMetric: Iteration # 98 - FCN = 297098.6995712 Edm = 3.68256 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297089.7322535 Edm = 4.26683 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297087.007185 Edm = 3.05414 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297086.2203769 Edm = 0.478335 NCalls = 330 -VariableMetric: Iteration # 102 - FCN = 297085.6429961 Edm = 0.0438904 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297085.5653532 Edm = 0.0187422 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297085.5274499 Edm = 0.02627 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 297085.3493643 Edm = 0.105719 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297085.1974322 Edm = 0.159413 NCalls = 344 -VariableMetric: Iteration # 107 - FCN = 297085.1149152 Edm = 0.00804543 NCalls = 346 -VariableMetric: Iteration # 108 - FCN = 297085.1076519 Edm = 0.000480139 NCalls = 348 -VariableMetric: Iteration # 109 - FCN = 297085.1066584 Edm = 0.000529811 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297085.0810921 Edm = 0.0242183 NCalls = 355 -VariableMetric: Iteration # 111 - FCN = 297083.632127 Edm = 1.08228 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297079.8036817 Edm = 0.56761 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297079.271549 Edm = 0.230114 NCalls = 366 -VariableMetric: Iteration # 114 - FCN = 297079.0705146 Edm = 0.0522758 NCalls = 368 -VariableMetric: Iteration # 115 - FCN = 297078.9982243 Edm = 0.00654658 NCalls = 370 -VariableMetric: Iteration # 116 - FCN = 297078.9916914 Edm = 0.000553865 NCalls = 371 -VariableMetric: Iteration # 117 - FCN = 297078.9910922 Edm = 0.000109502 NCalls = 373 -VariableMetric: Iteration # 118 - FCN = 297078.9906574 Edm = 0.000256469 NCalls = 375 -VariableMetric: Iteration # 119 - FCN = 297078.984509 Edm = 0.00516516 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297078.7014099 Edm = 0.260934 NCalls = 384 -VariableMetric: Iteration # 121 - FCN = 297077.0497512 Edm = 0.187142 NCalls = 387 -VariableMetric: Iteration # 122 - FCN = 297076.8535581 Edm = 0.0180575 NCalls = 389 -VariableMetric: Iteration # 123 - FCN = 297076.8390657 Edm = 0.00730518 NCalls = 391 -VariableMetric: Iteration # 124 - FCN = 297076.8261811 Edm = 0.00314062 NCalls = 394 -VariableMetric: Iteration # 125 - FCN = 297076.8184054 Edm = 0.000870608 NCalls = 397 -VariableMetric: Iteration # 126 - FCN = 297076.8172049 Edm = 0.000295587 NCalls = 399 -VariableMetric: Iteration # 127 - FCN = 297076.8168624 Edm = 0.000104032 NCalls = 401 -VariableMetric: Iteration # 128 - FCN = 297076.8166974 Edm = 2.64182e-05 NCalls = 403 -VariableMetric: After Hessian - FCN = 297076.8166974 Edm = 3.51685 NCalls = 884 -VariableMetric: Iteration # 129 - FCN = 297076.8166974 Edm = 3.51685 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297074.9063661 Edm = 0.85883 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297074.0978584 Edm = 0.642634 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297073.9033585 Edm = 0.910555 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297073.695124 Edm = 0.232656 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297073.5243798 Edm = 0.102616 NCalls = 894 -VariableMetric: Iteration # 135 - FCN = 297073.4382637 Edm = 0.0641958 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297073.3717361 Edm = 0.0515485 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297073.3099358 Edm = 0.0969743 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297073.248747 Edm = 0.0435619 NCalls = 905 -VariableMetric: Iteration # 139 - FCN = 297073.2311069 Edm = 0.0283614 NCalls = 907 -VariableMetric: Iteration # 140 - FCN = 297073.2053824 Edm = 0.0073722 NCalls = 910 -VariableMetric: Iteration # 141 - FCN = 297073.1919807 Edm = 0.0071019 NCalls = 912 -VariableMetric: Iteration # 142 - FCN = 297073.1728755 Edm = 0.0141835 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297073.1591845 Edm = 0.00785178 NCalls = 918 -VariableMetric: Iteration # 144 - FCN = 297073.1484368 Edm = 0.0034532 NCalls = 921 -VariableMetric: Iteration # 145 - FCN = 297073.1409525 Edm = 0.00287042 NCalls = 924 -VariableMetric: Iteration # 146 - FCN = 297073.1385124 Edm = 0.00197483 NCalls = 926 -VariableMetric: Iteration # 147 - FCN = 297073.1365286 Edm = 0.000564282 NCalls = 929 -VariableMetric: Iteration # 148 - FCN = 297073.1355044 Edm = 0.000150694 NCalls = 931 -VariableMetric: Iteration # 149 - FCN = 297073.1352505 Edm = 6.16436e-05 NCalls = 933 -VariableMetric: After Hessian - FCN = 297073.1352505 Edm = 0.000184495 NCalls = 1418 -VariableMetric: Iteration # 150 - FCN = 297073.1352505 Edm = 0.000184495 NCalls = 1418 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305423.3027769 Edm = 12.0601 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305423.3027769 Edm = 12.0601 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298741.2288915 Edm = 1.64044 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298738.9260659 Edm = 6.39337 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 297830.2054472 Edm = 38.4748 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 297793.2472423 Edm = 28.4662 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297780.8359395 Edm = 0.300478 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297777.4844472 Edm = 2.74811 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297707.425201 Edm = 13.7582 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297694.4909986 Edm = 3.00347 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297690.3852288 Edm = 0.157107 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297688.9872474 Edm = 1.16227 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297639.0607192 Edm = 38.6508 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297591.6434422 Edm = 0.998586 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297590.6385959 Edm = 0.026436 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297590.5742008 Edm = 0.0380922 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297589.1251769 Edm = 1.42179 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297457.1826251 Edm = 24.9793 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297416.3853807 Edm = 7.66616 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297411.506142 Edm = 1.40024 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297409.1882583 Edm = 1.42035 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297407.7630491 Edm = 0.160563 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297407.5546128 Edm = 0.0239129 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297407.4651579 Edm = 0.0313737 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297394.8026834 Edm = 3.68025 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297394.5927158 Edm = 0.873674 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297393.5099091 Edm = 0.964335 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297389.460619 Edm = 3.65391 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297361.1579411 Edm = 5.60007 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297355.8178886 Edm = 0.481288 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297355.4983193 Edm = 0.129908 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297355.1442893 Edm = 0.354074 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297351.9849461 Edm = 2.36762 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297331.5568433 Edm = 1.53577 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297329.8787957 Edm = 0.118312 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297329.6516819 Edm = 0.0593622 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297328.9610285 Edm = 2.15823 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297328.8913634 Edm = 0.0590484 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297328.7152227 Edm = 0.226916 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297328.4210455 Edm = 0.492832 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297325.7233173 Edm = 2.47662 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297319.4930381 Edm = 9.41377 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297314.4591179 Edm = 2.85762 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297308.0325733 Edm = 0.39298 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297307.5722103 Edm = 0.129623 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297307.455673 Edm = 0.0270125 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297307.3073223 Edm = 0.0997737 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297305.781423 Edm = 1.06348 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297268.5623521 Edm = 4.34192 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297263.2883377 Edm = 1.7739 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297262.4501039 Edm = 0.66024 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297261.3975199 Edm = 0.0295397 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297261.3569461 Edm = 0.00670197 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297261.3422384 Edm = 0.0144277 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297261.2499315 Edm = 0.0889924 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297260.8616127 Edm = 0.32079 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297260.3569984 Edm = 0.349557 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297258.8506409 Edm = 1.30883 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297249.7845703 Edm = 7.26023 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297244.3815227 Edm = 6.67697 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297238.9333826 Edm = 0.307819 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297238.5468725 Edm = 0.04018 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297238.5027353 Edm = 0.0298447 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297238.4021084 Edm = 0.0634666 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297238.1245674 Edm = 0.0343379 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297238.0547365 Edm = 0.0190735 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297238.010128 Edm = 0.0250699 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297237.9823004 Edm = 0.0098559 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297237.9661836 Edm = 0.00992619 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297237.9482359 Edm = 0.0110827 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297237.893667 Edm = 0.0464914 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297237.2494628 Edm = 0.392964 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297234.6707165 Edm = 7.98062 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297230.7079089 Edm = 1.83806 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297227.4076042 Edm = 2.92399 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297225.9107838 Edm = 1.07549 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297224.0418415 Edm = 1.70357 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297222.3602779 Edm = 0.693157 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297221.1891827 Edm = 0.203936 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297220.7299882 Edm = 0.435767 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297220.4542705 Edm = 0.248116 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297220.0997995 Edm = 0.107545 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297219.9785688 Edm = 0.00540578 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297219.9723632 Edm = 0.00106547 NCalls = 252 -VariableMetric: Iteration # 83 - FCN = 297219.9709918 Edm = 0.000687723 NCalls = 254 -VariableMetric: Iteration # 84 - FCN = 297219.9674085 Edm = 0.00235003 NCalls = 257 -VariableMetric: Iteration # 85 - FCN = 297219.9133159 Edm = 0.0437545 NCalls = 261 -VariableMetric: Iteration # 86 - FCN = 297218.2852346 Edm = 1.89884 NCalls = 265 -VariableMetric: Iteration # 87 - FCN = 297217.3408253 Edm = 0.831348 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297210.580401 Edm = 0.646319 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297209.8371919 Edm = 0.129778 NCalls = 276 -VariableMetric: Iteration # 90 - FCN = 297209.7443537 Edm = 0.0184714 NCalls = 278 -VariableMetric: Iteration # 91 - FCN = 297209.709992 Edm = 0.0232714 NCalls = 281 -VariableMetric: Iteration # 92 - FCN = 297209.6398531 Edm = 0.0494338 NCalls = 284 -VariableMetric: Iteration # 93 - FCN = 297209.582051 Edm = 0.0435873 NCalls = 286 -VariableMetric: Iteration # 94 - FCN = 297209.5350772 Edm = 0.02405 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297209.5059157 Edm = 0.0343539 NCalls = 294 -VariableMetric: Iteration # 96 - FCN = 297209.4834229 Edm = 0.0205896 NCalls = 296 -VariableMetric: Iteration # 97 - FCN = 297209.4353057 Edm = 0.0119502 NCalls = 301 -VariableMetric: Iteration # 98 - FCN = 297209.4091286 Edm = 0.0107723 NCalls = 305 -VariableMetric: Iteration # 99 - FCN = 297209.4036202 Edm = 0.00491902 NCalls = 307 -VariableMetric: Iteration # 100 - FCN = 297209.3982582 Edm = 0.000772342 NCalls = 309 -VariableMetric: Iteration # 101 - FCN = 297209.3954968 Edm = 0.00089032 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297209.38684 Edm = 0.00605617 NCalls = 314 -VariableMetric: Iteration # 103 - FCN = 297209.3618691 Edm = 0.0422453 NCalls = 317 -VariableMetric: Iteration # 104 - FCN = 297209.2259183 Edm = 0.168167 NCalls = 321 -VariableMetric: Iteration # 105 - FCN = 297209.1614971 Edm = 0.0633134 NCalls = 325 -VariableMetric: Iteration # 106 - FCN = 297208.9690766 Edm = 0.198985 NCalls = 329 -VariableMetric: Iteration # 107 - FCN = 297207.8117787 Edm = 0.792632 NCalls = 336 -VariableMetric: Iteration # 108 - FCN = 297207.5633858 Edm = 0.347792 NCalls = 338 -VariableMetric: Iteration # 109 - FCN = 297206.6297997 Edm = 0.57936 NCalls = 342 -VariableMetric: Iteration # 110 - FCN = 297206.0802879 Edm = 0.3008 NCalls = 345 -VariableMetric: Iteration # 111 - FCN = 297205.6985385 Edm = 0.0928509 NCalls = 347 -VariableMetric: Iteration # 112 - FCN = 297205.5793612 Edm = 0.0765938 NCalls = 349 -VariableMetric: Iteration # 113 - FCN = 297205.492317 Edm = 0.0246522 NCalls = 351 -VariableMetric: Iteration # 114 - FCN = 297205.4720584 Edm = 0.00222055 NCalls = 353 -VariableMetric: Iteration # 115 - FCN = 297205.4690638 Edm = 0.000390378 NCalls = 355 -VariableMetric: Iteration # 116 - FCN = 297205.467599 Edm = 0.00113807 NCalls = 357 -VariableMetric: Iteration # 117 - FCN = 297205.4482899 Edm = 0.0197021 NCalls = 362 -VariableMetric: Iteration # 118 - FCN = 297205.0804039 Edm = 0.215574 NCalls = 369 -VariableMetric: Iteration # 119 - FCN = 297205.0553757 Edm = 0.000648205 NCalls = 371 -VariableMetric: Iteration # 120 - FCN = 297205.0544204 Edm = 0.00054117 NCalls = 373 -VariableMetric: Iteration # 121 - FCN = 297205.025348 Edm = 0.0296056 NCalls = 378 -VariableMetric: Iteration # 122 - FCN = 297204.9291239 Edm = 0.0925264 NCalls = 384 -VariableMetric: Iteration # 123 - FCN = 297198.9942994 Edm = 1.05636 NCalls = 390 -VariableMetric: Iteration # 124 - FCN = 297198.0811104 Edm = 0.128053 NCalls = 392 -VariableMetric: Iteration # 125 - FCN = 297197.9614635 Edm = 0.00650284 NCalls = 394 -VariableMetric: Iteration # 126 - FCN = 297197.9556471 Edm = 0.000708214 NCalls = 396 -VariableMetric: Iteration # 127 - FCN = 297197.9544583 Edm = 0.000414137 NCalls = 398 -VariableMetric: Iteration # 128 - FCN = 297197.9510138 Edm = 0.00242959 NCalls = 401 -VariableMetric: Iteration # 129 - FCN = 297197.942624 Edm = 0.0045781 NCalls = 403 -VariableMetric: Iteration # 130 - FCN = 297197.9047483 Edm = 0.0244984 NCalls = 407 -VariableMetric: Iteration # 131 - FCN = 297197.7926868 Edm = 0.177044 NCalls = 410 -VariableMetric: Iteration # 132 - FCN = 297197.7054781 Edm = 0.192491 NCalls = 413 -VariableMetric: Iteration # 133 - FCN = 297197.5092775 Edm = 0.275683 NCalls = 416 -VariableMetric: Iteration # 134 - FCN = 297197.1092648 Edm = 0.969369 NCalls = 421 -VariableMetric: Iteration # 135 - FCN = 297196.9996716 Edm = 0.169693 NCalls = 425 -VariableMetric: Iteration # 136 - FCN = 297195.1249195 Edm = 1.422 NCalls = 432 -VariableMetric: Iteration # 137 - FCN = 297194.8237321 Edm = 0.54795 NCalls = 434 -VariableMetric: Iteration # 138 - FCN = 297194.533337 Edm = 0.0670694 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297194.4814567 Edm = 0.00503878 NCalls = 437 -VariableMetric: Iteration # 140 - FCN = 297194.4743118 Edm = 0.000786161 NCalls = 439 -VariableMetric: Iteration # 141 - FCN = 297194.4734009 Edm = 8.48742e-05 NCalls = 441 -VariableMetric: Iteration # 142 - FCN = 297194.4730239 Edm = 0.000350515 NCalls = 443 -VariableMetric: Iteration # 143 - FCN = 297194.4597274 Edm = 0.00907351 NCalls = 449 -VariableMetric: Iteration # 144 - FCN = 297194.4404724 Edm = 0.00670948 NCalls = 452 -VariableMetric: Iteration # 145 - FCN = 297194.4297788 Edm = 0.0088092 NCalls = 454 -VariableMetric: Iteration # 146 - FCN = 297194.4217191 Edm = 0.0128274 NCalls = 456 -VariableMetric: Iteration # 147 - FCN = 297194.3829477 Edm = 0.0210191 NCalls = 463 -VariableMetric: Iteration # 148 - FCN = 297194.3693238 Edm = 0.0636922 NCalls = 466 -VariableMetric: Iteration # 149 - FCN = 297194.3405931 Edm = 0.0515283 NCalls = 470 -VariableMetric: Iteration # 150 - FCN = 297194.0865702 Edm = 0.374024 NCalls = 479 -VariableMetric: Iteration # 151 - FCN = 297194.0488532 Edm = 0.19881 NCalls = 481 -VariableMetric: Iteration # 152 - FCN = 297193.7589791 Edm = 0.0976939 NCalls = 484 -VariableMetric: Iteration # 153 - FCN = 297193.6794025 Edm = 0.0404131 NCalls = 486 -VariableMetric: Iteration # 154 - FCN = 297193.5849626 Edm = 0.0231861 NCalls = 490 -VariableMetric: Iteration # 155 - FCN = 297193.5506616 Edm = 0.00229736 NCalls = 492 -VariableMetric: Iteration # 156 - FCN = 297193.5487484 Edm = 0.000161747 NCalls = 494 -VariableMetric: Iteration # 157 - FCN = 297193.5485703 Edm = 3.26178e-05 NCalls = 496 -VariableMetric: After Hessian - FCN = 297193.5485703 Edm = 4.4037 NCalls = 971 -VariableMetric: Iteration # 158 - FCN = 297193.5485703 Edm = 4.4037 NCalls = 971 -VariableMetric: Iteration # 159 - FCN = 297192.8993712 Edm = 26.2113 NCalls = 973 -VariableMetric: Iteration # 160 - FCN = 297192.5784554 Edm = 2.71871 NCalls = 975 -VariableMetric: Iteration # 161 - FCN = 297192.5715055 Edm = 551.389 NCalls = 980 -VariableMetric: Iteration # 162 - FCN = 297192.5571556 Edm = 159.816 NCalls = 985 -VariableMetric: Iteration # 163 - FCN = 297192.5568447 Edm = 6347.66 NCalls = 988 -VariableMetric: Iteration # 164 - FCN = 297192.3413096 Edm = 681.059 NCalls = 991 -VariableMetric: Iteration # 165 - FCN = 297191.9179217 Edm = 198.068 NCalls = 994 -VariableMetric: Iteration # 166 - FCN = 297191.5471598 Edm = 162.847 NCalls = 997 -VariableMetric: Iteration # 167 - FCN = 297191.1613576 Edm = 69.0195 NCalls = 1000 -VariableMetric: Iteration # 168 - FCN = 297190.8896724 Edm = 58.1324 NCalls = 1003 -VariableMetric: Iteration # 169 - FCN = 297190.6735406 Edm = 24.0994 NCalls = 1006 -VariableMetric: Iteration # 170 - FCN = 297190.3433263 Edm = 76.5228 NCalls = 1009 -VariableMetric: Iteration # 171 - FCN = 297190.3392094 Edm = 63.3729 NCalls = 1011 -VariableMetric: Iteration # 172 - FCN = 297190.2369807 Edm = 19.8745 NCalls = 1014 -VariableMetric: Iteration # 173 - FCN = 297189.7047278 Edm = 5.38625 NCalls = 1016 -VariableMetric: Iteration # 174 - FCN = 297189.383522 Edm = 6.29845 NCalls = 1018 -VariableMetric: Iteration # 175 - FCN = 297189.1896251 Edm = 2.21889 NCalls = 1020 -VariableMetric: Iteration # 176 - FCN = 297188.8718746 Edm = 4.61331 NCalls = 1022 -VariableMetric: Iteration # 177 - FCN = 297188.3694639 Edm = 1.96267 NCalls = 1024 -VariableMetric: Iteration # 178 - FCN = 297188.0701125 Edm = 1.84842 NCalls = 1026 -VariableMetric: Iteration # 179 - FCN = 297187.8559388 Edm = 0.931799 NCalls = 1028 -VariableMetric: Iteration # 180 - FCN = 297187.5194511 Edm = 2.35731 NCalls = 1030 -VariableMetric: Iteration # 181 - FCN = 297187.1230693 Edm = 3.45876 NCalls = 1032 -VariableMetric: Iteration # 182 - FCN = 297186.4213121 Edm = 0.999727 NCalls = 1035 -VariableMetric: Iteration # 183 - FCN = 297186.2539029 Edm = 0.947444 NCalls = 1037 -VariableMetric: Iteration # 184 - FCN = 297185.7946009 Edm = 0.821353 NCalls = 1040 -VariableMetric: Iteration # 185 - FCN = 297185.5611898 Edm = 0.275645 NCalls = 1042 -VariableMetric: Iteration # 186 - FCN = 297185.2975925 Edm = 0.118731 NCalls = 1044 -VariableMetric: Iteration # 187 - FCN = 297185.1917626 Edm = 0.135006 NCalls = 1046 -VariableMetric: Iteration # 188 - FCN = 297185.1177371 Edm = 0.0518328 NCalls = 1048 -VariableMetric: Iteration # 189 - FCN = 297185.0873491 Edm = 0.0234248 NCalls = 1049 -VariableMetric: Iteration # 190 - FCN = 297185.061104 Edm = 0.0056914 NCalls = 1051 -VariableMetric: Iteration # 191 - FCN = 297185.0559694 Edm = 0.000904719 NCalls = 1052 -VariableMetric: Iteration # 192 - FCN = 297185.0547965 Edm = 0.000136762 NCalls = 1054 -VariableMetric: Iteration # 193 - FCN = 297185.0545395 Edm = 7.91055e-05 NCalls = 1056 -VariableMetric: Iteration # 194 - FCN = 297185.0543142 Edm = 4.00874e-05 NCalls = 1058 -VariableMetric: After Hessian - FCN = 297185.0543142 Edm = 0.000401168 NCalls = 1551 -VariableMetric: Iteration # 195 - FCN = 297185.0543142 Edm = 0.000401168 NCalls = 1551 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310452.4035931 Edm = 14.3676 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310452.4035931 Edm = 14.3676 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299900.0374032 Edm = 2.64995 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299877.9940929 Edm = 7.64363 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299349.6481457 Edm = 40.8222 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299208.0907668 Edm = 12.0049 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299205.30136 Edm = 7.06689 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 299199.3868929 Edm = 2.83126 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298659.6101004 Edm = 57.2555 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298555.8666411 Edm = 311.368 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298442.8541678 Edm = 132.494 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297958.8560833 Edm = 21.2649 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297939.25549 Edm = 24.475 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297921.1867665 Edm = 6.52577 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297906.6519602 Edm = 2.04894 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297905.1089324 Edm = 0.0767026 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297904.0255523 Edm = 1.02934 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297857.6970307 Edm = 35.7852 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297673.7777222 Edm = 27.7424 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297639.0534406 Edm = 7.7983 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297525.3800124 Edm = 13.2286 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297519.6001944 Edm = 11.1127 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297513.6991825 Edm = 9.95515 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297504.7607837 Edm = 1.11719 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297503.6985913 Edm = 0.0626327 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297503.4641169 Edm = 0.196376 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297492.1423836 Edm = 9.83063 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297447.209254 Edm = 32.8286 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297392.9607333 Edm = 10.3881 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297373.5268852 Edm = 1.45717 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297372.0565126 Edm = 0.205792 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297371.722855 Edm = 0.0585579 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297371.5453859 Edm = 0.0664536 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297369.2788295 Edm = 2.09455 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297322.3356734 Edm = 19.2291 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297297.872119 Edm = 5.3035 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297293.2169327 Edm = 1.01203 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297292.3620955 Edm = 0.169568 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297292.0698465 Edm = 0.0232784 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297292.0190388 Edm = 0.019023 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297291.6577784 Edm = 0.274934 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297287.1528249 Edm = 4.77219 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297243.5605523 Edm = 25.3583 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297207.2950803 Edm = 10.5489 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297197.064825 Edm = 2.26467 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297194.293706 Edm = 0.446016 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297193.7027526 Edm = 0.0869415 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297193.5461485 Edm = 0.018583 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297193.5239001 Edm = 0.000854269 NCalls = 151 -VariableMetric: Iteration # 48 - FCN = 297193.5207812 Edm = 0.00140542 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297193.5009784 Edm = 0.0156551 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297193.1456432 Edm = 0.278277 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297182.5922021 Edm = 3.22836 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297179.5168624 Edm = 0.229089 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297179.2757401 Edm = 0.0130983 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297179.2580975 Edm = 0.00497746 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297179.2497219 Edm = 0.00299242 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297179.2182844 Edm = 0.0316799 NCalls = 175 -VariableMetric: Iteration # 57 - FCN = 297178.4690821 Edm = 0.820907 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297178.2172082 Edm = 0.245041 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297168.7808831 Edm = 1.7087 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297167.7557088 Edm = 0.219426 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297167.4067558 Edm = 0.0338282 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297167.3727448 Edm = 0.00550155 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297167.3643283 Edm = 0.00225923 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297167.3433899 Edm = 0.0190123 NCalls = 202 -VariableMetric: Iteration # 65 - FCN = 297166.8408777 Edm = 0.491555 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297145.564056 Edm = 17.1576 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297144.857341 Edm = 1.06202 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297137.0492637 Edm = 8.0101 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297130.6171421 Edm = 5.96162 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297116.6601387 Edm = 7.64811 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297109.2446777 Edm = 2.06336 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297106.8572549 Edm = 1.02032 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297105.5439938 Edm = 0.142532 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297105.3873467 Edm = 0.0284565 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297105.3559052 Edm = 0.0139489 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297105.332975 Edm = 0.0100474 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297105.3050464 Edm = 0.00870537 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297105.2770032 Edm = 0.012969 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297105.2649477 Edm = 0.00257942 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297105.2596817 Edm = 0.0021888 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297105.2551993 Edm = 0.000997842 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297105.2525987 Edm = 0.0014691 NCalls = 253 -VariableMetric: Iteration # 83 - FCN = 297105.242805 Edm = 0.0110124 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297105.1619852 Edm = 0.168077 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297105.1593326 Edm = 0.0350713 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297104.8048527 Edm = 0.750029 NCalls = 277 -VariableMetric: Iteration # 87 - FCN = 297104.799028 Edm = 0.00901563 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297104.7956647 Edm = 0.00193526 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297104.69803 Edm = 0.105144 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297104.5515384 Edm = 0.154167 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297104.5444487 Edm = 0.0041745 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297104.2758837 Edm = 0.36052 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297103.6609492 Edm = 2.41978 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297103.5476288 Edm = 0.131509 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297103.4664626 Edm = 0.0138947 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297103.430459 Edm = 0.0263999 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297102.6538399 Edm = 1.01011 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297102.4891223 Edm = 0.180038 NCalls = 322 -VariableMetric: Iteration # 99 - FCN = 297101.9067496 Edm = 0.707903 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297101.1740673 Edm = 0.76991 NCalls = 333 -VariableMetric: Iteration # 101 - FCN = 297101.1230127 Edm = 0.0355252 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297099.9477393 Edm = 0.833867 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297097.8779714 Edm = 4.47287 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297095.3951001 Edm = 1.3038 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297093.8578214 Edm = 0.605621 NCalls = 352 -VariableMetric: Iteration # 106 - FCN = 297093.276643 Edm = 0.262262 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297093.0638176 Edm = 0.0458232 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297093.0210748 Edm = 0.0117788 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297092.9880659 Edm = 0.0103793 NCalls = 361 -VariableMetric: Iteration # 110 - FCN = 297092.9575026 Edm = 0.013751 NCalls = 363 -VariableMetric: Iteration # 111 - FCN = 297092.7244827 Edm = 0.280669 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 297092.4964615 Edm = 0.212356 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297087.9122241 Edm = 1.86135 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297085.3098746 Edm = 2.28068 NCalls = 378 -VariableMetric: Iteration # 115 - FCN = 297084.350022 Edm = 0.288167 NCalls = 380 -VariableMetric: Iteration # 116 - FCN = 297084.2337213 Edm = 0.224951 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297084.0729213 Edm = 0.0560012 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297083.9244256 Edm = 0.0604893 NCalls = 386 -VariableMetric: Iteration # 119 - FCN = 297083.8572497 Edm = 0.0039849 NCalls = 388 -VariableMetric: Iteration # 120 - FCN = 297083.8527629 Edm = 0.000541949 NCalls = 390 -VariableMetric: Iteration # 121 - FCN = 297083.8505508 Edm = 0.00151858 NCalls = 392 -VariableMetric: Iteration # 122 - FCN = 297083.8221259 Edm = 0.0256295 NCalls = 396 -VariableMetric: Iteration # 123 - FCN = 297083.3682582 Edm = 0.375642 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297079.824664 Edm = 1.5402 NCalls = 403 -VariableMetric: Iteration # 125 - FCN = 297078.8474031 Edm = 2.61345 NCalls = 405 -VariableMetric: Iteration # 126 - FCN = 297077.100246 Edm = 0.544037 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297074.1880423 Edm = 1.72307 NCalls = 412 -VariableMetric: Iteration # 128 - FCN = 297073.2645322 Edm = 0.368646 NCalls = 414 -VariableMetric: Iteration # 129 - FCN = 297072.5163313 Edm = 0.310013 NCalls = 416 -VariableMetric: Iteration # 130 - FCN = 297071.8788478 Edm = 0.378235 NCalls = 419 -VariableMetric: Iteration # 131 - FCN = 297071.3457971 Edm = 0.497588 NCalls = 422 -VariableMetric: Iteration # 132 - FCN = 297071.002636 Edm = 0.145125 NCalls = 424 -VariableMetric: Iteration # 133 - FCN = 297070.701858 Edm = 0.0293505 NCalls = 427 -VariableMetric: Iteration # 134 - FCN = 297070.6690472 Edm = 0.00298415 NCalls = 429 -VariableMetric: Iteration # 135 - FCN = 297070.666678 Edm = 0.000157702 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297070.6664595 Edm = 6.01403e-05 NCalls = 433 -VariableMetric: After Hessian - FCN = 297070.6664595 Edm = 6357.84 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297070.6664595 Edm = 6357.84 NCalls = 916 -VariableMetric: Iteration # 138 - FCN = 297064.3493236 Edm = 2114.47 NCalls = 922 -VariableMetric: Iteration # 139 - FCN = 297064.1568386 Edm = 76.3078 NCalls = 932 -VariableMetric: Iteration # 140 - FCN = 297063.8767257 Edm = 2.0815 NCalls = 935 -VariableMetric: Iteration # 141 - FCN = 297062.2985779 Edm = 1.56529 NCalls = 937 -VariableMetric: Iteration # 142 - FCN = 297060.597673 Edm = 0.330441 NCalls = 939 -VariableMetric: Iteration # 143 - FCN = 297060.0631446 Edm = 0.218113 NCalls = 942 -VariableMetric: Iteration # 144 - FCN = 297059.8322146 Edm = 0.208941 NCalls = 944 -VariableMetric: Iteration # 145 - FCN = 297059.194189 Edm = 0.639637 NCalls = 950 -VariableMetric: Iteration # 146 - FCN = 297058.7962402 Edm = 1.90433 NCalls = 954 -VariableMetric: Iteration # 147 - FCN = 297057.7026023 Edm = 2.16329 NCalls = 959 -VariableMetric: Iteration # 148 - FCN = 297057.5079909 Edm = 0.478703 NCalls = 962 -VariableMetric: Iteration # 149 - FCN = 297054.2062469 Edm = 23.435 NCalls = 966 -VariableMetric: Iteration # 150 - FCN = 297053.8208239 Edm = 0.332742 NCalls = 968 -VariableMetric: Iteration # 151 - FCN = 297053.4919054 Edm = 0.246303 NCalls = 970 -VariableMetric: Iteration # 152 - FCN = 297052.9257502 Edm = 0.427912 NCalls = 973 -VariableMetric: Iteration # 153 - FCN = 297052.5564444 Edm = 0.376236 NCalls = 975 -VariableMetric: Iteration # 154 - FCN = 297051.9168239 Edm = 0.269768 NCalls = 978 -VariableMetric: Iteration # 155 - FCN = 297050.9701542 Edm = 0.685538 NCalls = 981 -VariableMetric: Iteration # 156 - FCN = 297049.6791306 Edm = 0.453502 NCalls = 984 -VariableMetric: Iteration # 157 - FCN = 297049.0651344 Edm = 0.191984 NCalls = 987 -VariableMetric: Iteration # 158 - FCN = 297048.8217305 Edm = 0.0680866 NCalls = 989 -VariableMetric: Iteration # 159 - FCN = 297048.692489 Edm = 0.0186558 NCalls = 991 -VariableMetric: Iteration # 160 - FCN = 297048.6634011 Edm = 0.0157089 NCalls = 993 -VariableMetric: Iteration # 161 - FCN = 297048.6248264 Edm = 0.0184643 NCalls = 995 -VariableMetric: Iteration # 162 - FCN = 297048.5961123 Edm = 0.00512032 NCalls = 997 -VariableMetric: Iteration # 163 - FCN = 297048.5815175 Edm = 0.00352018 NCalls = 999 -VariableMetric: Iteration # 164 - FCN = 297048.5749945 Edm = 0.00176054 NCalls = 1001 -VariableMetric: Iteration # 165 - FCN = 297048.5695704 Edm = 0.000762981 NCalls = 1003 -VariableMetric: Iteration # 166 - FCN = 297048.5684027 Edm = 0.000240801 NCalls = 1005 -VariableMetric: Iteration # 167 - FCN = 297048.5672184 Edm = 0.000322456 NCalls = 1007 -VariableMetric: Iteration # 168 - FCN = 297048.5664153 Edm = 0.000143136 NCalls = 1009 -VariableMetric: Iteration # 169 - FCN = 297048.5659937 Edm = 4.19993e-05 NCalls = 1011 -VariableMetric: After Hessian - FCN = 297048.5659937 Edm = 0.00032646 NCalls = 1508 -VariableMetric: Iteration # 170 - FCN = 297048.5659937 Edm = 0.00032646 NCalls = 1508 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303341.9033107 Edm = 6.41089 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303341.9033107 Edm = 6.41089 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300255.6691153 Edm = 110.116 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300116.6539261 Edm = 88.2263 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300094.6285045 Edm = 3.80474 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 299612.920152 Edm = 19.1405 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299571.2596278 Edm = 88.3337 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299392.857358 Edm = 28.8999 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 299347.1770012 Edm = 58.9317 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299311.928833 Edm = 5.36166 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299307.6030955 Edm = 1.48908 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 299245.9887448 Edm = 34.7034 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 298946.7122174 Edm = 227.317 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298883.7033337 Edm = 73.3108 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298410.2475638 Edm = 745.835 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297807.4243024 Edm = 5.45972 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297803.8041627 Edm = 5.35458 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297792.942148 Edm = 2.27445 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297789.7749374 Edm = 0.143381 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297787.9893464 Edm = 1.50272 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297754.5773524 Edm = 29.978 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297722.5071738 Edm = 3.06752 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297719.6345769 Edm = 0.0486905 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297719.5656871 Edm = 0.102769 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297718.2358515 Edm = 0.961547 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297712.7116736 Edm = 2.01623 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297705.323883 Edm = 8.09638 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297688.3662764 Edm = 12.6786 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297631.5794074 Edm = 10.4585 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297603.165446 Edm = 1.42783 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297600.7613023 Edm = 1.08859 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297589.7679957 Edm = 6.73733 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297581.1530007 Edm = 19.6447 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297580.8545186 Edm = 1.7807 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297573.4374802 Edm = 3.81113 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297568.9523543 Edm = 0.394182 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297568.4778625 Edm = 0.0736301 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297567.9376529 Edm = 0.360545 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297566.8916033 Edm = 0.153234 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297566.7283579 Edm = 0.0413897 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297566.4888372 Edm = 0.318113 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297561.6698312 Edm = 3.82818 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297551.6949789 Edm = 6.31586 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297534.3639075 Edm = 3.38434 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297529.6338697 Edm = 7.9161 NCalls = 164 -VariableMetric: Iteration # 44 - FCN = 297509.8563706 Edm = 14.0376 NCalls = 168 -VariableMetric: Iteration # 45 - FCN = 297502.4919417 Edm = 5.3178 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297493.7008529 Edm = 4.79355 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297490.1085836 Edm = 1.91351 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297485.1851042 Edm = 1.64009 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297482.7768343 Edm = 0.564776 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297482.3484977 Edm = 0.407564 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297481.9301585 Edm = 0.121438 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297481.6306674 Edm = 0.0270036 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297481.5830445 Edm = 0.011043 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297481.4074294 Edm = 0.156214 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297471.4882305 Edm = 7.69598 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297449.644975 Edm = 2.23129 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297447.2335737 Edm = 0.718146 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297446.7317724 Edm = 0.32961 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297446.1084266 Edm = 0.331912 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297445.6506914 Edm = 0.148129 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297445.5012073 Edm = 0.00897664 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297445.4839904 Edm = 0.00612947 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297445.4550006 Edm = 0.0410265 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297445.2570212 Edm = 0.175508 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297425.602375 Edm = 9.74619 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297411.3045952 Edm = 2.3553 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297408.7931132 Edm = 0.109357 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297408.677796 Edm = 0.0236585 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297408.6478982 Edm = 0.00930535 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297408.5986626 Edm = 0.0297366 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297408.0270712 Edm = 0.442029 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297389.6171481 Edm = 9.22189 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 297380.2753305 Edm = 2.07178 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297378.1149661 Edm = 0.429325 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297377.8475108 Edm = 0.0452295 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297377.7441329 Edm = 0.033715 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297377.679178 Edm = 0.0124263 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297377.6648507 Edm = 0.00195033 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297377.6628351 Edm = 0.000366599 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297377.6618383 Edm = 0.000499144 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297377.6164413 Edm = 0.0368251 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297375.835583 Edm = 1.05796 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297374.4382089 Edm = 0.929681 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297373.4423295 Edm = 0.287397 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297373.2065035 Edm = 0.0600159 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297373.1320602 Edm = 0.00903013 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297373.1165216 Edm = 0.000935885 NCalls = 287 -VariableMetric: Iteration # 88 - FCN = 297373.1151526 Edm = 0.000378733 NCalls = 289 -VariableMetric: Iteration # 89 - FCN = 297373.1130396 Edm = 0.00205804 NCalls = 292 -VariableMetric: Iteration # 90 - FCN = 297373.0880297 Edm = 0.0160362 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297372.8377869 Edm = 0.263373 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297371.5845027 Edm = 1.5788 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297371.5473833 Edm = 0.0645241 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297371.4289524 Edm = 0.18071 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297369.7069159 Edm = 1.18216 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297366.1606091 Edm = 1.16287 NCalls = 326 -VariableMetric: Iteration # 97 - FCN = 297364.9088343 Edm = 1.62043 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297364.0685301 Edm = 0.636242 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 297362.8304767 Edm = 0.522509 NCalls = 334 -VariableMetric: Iteration # 100 - FCN = 297362.2052786 Edm = 0.139372 NCalls = 336 -VariableMetric: Iteration # 101 - FCN = 297362.0945268 Edm = 0.0353711 NCalls = 338 -VariableMetric: Iteration # 102 - FCN = 297362.0677843 Edm = 0.00125736 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297362.0662884 Edm = 0.00013292 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297362.0658471 Edm = 0.000404593 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297362.0645331 Edm = 0.00161541 NCalls = 346 -VariableMetric: Iteration # 106 - FCN = 297362.0183397 Edm = 0.0426192 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297360.6809988 Edm = 0.770706 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297359.6164917 Edm = 0.148881 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297359.4975365 Edm = 0.0466269 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297359.4736937 Edm = 0.000851429 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 297359.47286 Edm = 2.86023e-05 NCalls = 366 -VariableMetric: After Hessian - FCN = 297359.47286 Edm = 16181.4 NCalls = 843 -VariableMetric: Iteration # 112 - FCN = 297359.47286 Edm = 16181.4 NCalls = 843 -VariableMetric: Iteration # 113 - FCN = 297356.7340642 Edm = 113.827 NCalls = 851 -VariableMetric: Iteration # 114 - FCN = 297353.6887714 Edm = 0.443104 NCalls = 855 -VariableMetric: Iteration # 115 - FCN = 297353.2399137 Edm = 0.794242 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297352.3615958 Edm = 0.161969 NCalls = 860 -VariableMetric: Iteration # 117 - FCN = 297349.5472575 Edm = 0.576181 NCalls = 865 -VariableMetric: Iteration # 118 - FCN = 297349.0609072 Edm = 0.738289 NCalls = 867 -VariableMetric: Iteration # 119 - FCN = 297347.642155 Edm = 0.39042 NCalls = 869 -VariableMetric: Iteration # 120 - FCN = 297347.4942343 Edm = 0.231937 NCalls = 871 -VariableMetric: Iteration # 121 - FCN = 297347.359764 Edm = 0.134297 NCalls = 872 -VariableMetric: Iteration # 122 - FCN = 297346.751889 Edm = 0.447423 NCalls = 878 -VariableMetric: Iteration # 123 - FCN = 297346.4831803 Edm = 0.75144 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297345.1468971 Edm = 1.56939 NCalls = 886 -VariableMetric: Iteration # 125 - FCN = 297345.060563 Edm = 0.0533308 NCalls = 888 -VariableMetric: Iteration # 126 - FCN = 297344.924769 Edm = 0.234409 NCalls = 891 -VariableMetric: Iteration # 127 - FCN = 297343.5160347 Edm = 1.97227 NCalls = 896 -VariableMetric: Iteration # 128 - FCN = 297340.8747652 Edm = 4.56529 NCalls = 902 -VariableMetric: Iteration # 129 - FCN = 297331.8797886 Edm = 7.5622 NCalls = 909 -VariableMetric: Iteration # 130 - FCN = 297323.9571169 Edm = 14.7731 NCalls = 911 -VariableMetric: Iteration # 131 - FCN = 297319.9082182 Edm = 1.16555 NCalls = 913 -VariableMetric: Iteration # 132 - FCN = 297318.8404086 Edm = 0.49046 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297318.0745581 Edm = 0.344648 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297317.696174 Edm = 0.0979405 NCalls = 920 -VariableMetric: Iteration # 135 - FCN = 297317.5592952 Edm = 0.0237775 NCalls = 922 -VariableMetric: Iteration # 136 - FCN = 297317.501251 Edm = 0.0106474 NCalls = 924 -VariableMetric: Iteration # 137 - FCN = 297317.480411 Edm = 0.00713835 NCalls = 926 -VariableMetric: Iteration # 138 - FCN = 297317.4530061 Edm = 0.00383907 NCalls = 928 -VariableMetric: Iteration # 139 - FCN = 297317.4437143 Edm = 0.00256436 NCalls = 930 -VariableMetric: Iteration # 140 - FCN = 297317.4336824 Edm = 0.00262714 NCalls = 932 -VariableMetric: Iteration # 141 - FCN = 297317.4261341 Edm = 0.002308 NCalls = 934 -VariableMetric: Iteration # 142 - FCN = 297317.4165159 Edm = 0.00131805 NCalls = 936 -VariableMetric: Iteration # 143 - FCN = 297317.413508 Edm = 0.00047887 NCalls = 938 -VariableMetric: Iteration # 144 - FCN = 297317.41229 Edm = 0.000136163 NCalls = 940 -VariableMetric: Iteration # 145 - FCN = 297317.4117282 Edm = 0.000229912 NCalls = 942 -VariableMetric: Iteration # 146 - FCN = 297317.4109335 Edm = 0.000141481 NCalls = 944 -VariableMetric: Iteration # 147 - FCN = 297317.4105383 Edm = 0.000184169 NCalls = 946 -VariableMetric: Iteration # 148 - FCN = 297317.4095082 Edm = 0.000477243 NCalls = 949 -VariableMetric: Iteration # 149 - FCN = 297317.4069247 Edm = 0.00042168 NCalls = 952 -VariableMetric: Iteration # 150 - FCN = 297317.405044 Edm = 0.000878173 NCalls = 954 -VariableMetric: Iteration # 151 - FCN = 297317.4010301 Edm = 0.000654547 NCalls = 956 -VariableMetric: Iteration # 152 - FCN = 297317.3961836 Edm = 0.00210879 NCalls = 959 -VariableMetric: Iteration # 153 - FCN = 297317.3912468 Edm = 0.000463444 NCalls = 961 -VariableMetric: Iteration # 154 - FCN = 297317.38658 Edm = 0.0016282 NCalls = 964 -VariableMetric: Iteration # 155 - FCN = 297317.3838698 Edm = 0.000118038 NCalls = 966 -VariableMetric: Iteration # 156 - FCN = 297317.3834927 Edm = 0.000111591 NCalls = 968 -VariableMetric: Iteration # 157 - FCN = 297317.3832975 Edm = 1.09939e-05 NCalls = 970 -VariableMetric: After Hessian - FCN = 297317.3832975 Edm = 0.00017523 NCalls = 1463 -VariableMetric: Iteration # 158 - FCN = 297317.3832975 Edm = 0.00017523 NCalls = 1463 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320108.0645955 Edm = 42.7039 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320108.0645955 Edm = 42.7039 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 319719.5732275 Edm = 62.5282 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 297974.215916 Edm = 26.2245 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 297948.8389736 Edm = 19.7806 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297867.1875844 Edm = 1.77261 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297865.3043599 Edm = 0.174672 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 297858.5248354 Edm = 4.39693 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 297802.8175882 Edm = 11.8403 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297784.1178359 Edm = 0.397035 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 297783.6451595 Edm = 0.0387235 NCalls = 30 -VariableMetric: Iteration # 10 - FCN = 297781.9285196 Edm = 1.67608 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 297642.5070942 Edm = 30.287 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297468.2860048 Edm = 62.6558 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297416.2934625 Edm = 49.4019 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297384.7457487 Edm = 11.9426 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297379.5721846 Edm = 1.23717 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297378.1700184 Edm = 0.0641 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297378.0607231 Edm = 0.0146069 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297377.9289594 Edm = 0.116529 NCalls = 60 -VariableMetric: Iteration # 19 - FCN = 297370.3791276 Edm = 4.88452 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297361.1530148 Edm = 1.04496 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297359.8642399 Edm = 0.868137 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297358.6641463 Edm = 0.188785 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297358.4867563 Edm = 0.0121548 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297358.4545069 Edm = 0.0255293 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297357.5486161 Edm = 1.09556 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297357.4552242 Edm = 0.0876085 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297348.8856289 Edm = 8.56779 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297348.8609251 Edm = 0.0115949 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297347.3222397 Edm = 2.05567 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297347.2909396 Edm = 0.0231948 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297345.6285767 Edm = 2.43073 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297345.5859511 Edm = 0.035583 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297342.6292306 Edm = 3.50928 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297342.5864992 Edm = 0.0390239 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297341.1942184 Edm = 1.63667 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297341.0597826 Edm = 0.130105 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297331.5366778 Edm = 3.20713 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297321.4427661 Edm = 1.5169 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297320.3619714 Edm = 0.176655 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297320.2143601 Edm = 0.00315185 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297320.2112332 Edm = 0.00141427 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297320.1841526 Edm = 0.0276752 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297319.4659595 Edm = 1.12721 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297319.4620194 Edm = 0.00258008 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297318.5630203 Edm = 0.969879 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297318.5585439 Edm = 0.00323243 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297317.2889743 Edm = 0.826798 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297317.1770408 Edm = 0.00148216 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297317.1726798 Edm = 0.00300679 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297316.7368184 Edm = 0.449135 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297316.6819729 Edm = 0.0517089 NCalls = 191 -VariableMetric: Iteration # 52 - FCN = 297305.5515373 Edm = 4.40764 NCalls = 198 -VariableMetric: Iteration # 53 - FCN = 297295.3347854 Edm = 0.240269 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297295.0876677 Edm = 0.0381755 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297295.0228933 Edm = 0.00300944 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297295.0183873 Edm = 0.00114081 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297295.0144824 Edm = 0.00160838 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297294.9996044 Edm = 0.013667 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297293.8602327 Edm = 0.644742 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297291.2195459 Edm = 0.0829623 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297291.1256837 Edm = 0.00224224 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297291.1223989 Edm = 0.000807646 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297291.1206857 Edm = 0.000704434 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297291.103249 Edm = 0.016069 NCalls = 231 -VariableMetric: Iteration # 65 - FCN = 297287.5547488 Edm = 2.27375 NCalls = 237 -VariableMetric: Iteration # 66 - FCN = 297283.4528302 Edm = 0.858682 NCalls = 240 -VariableMetric: Iteration # 67 - FCN = 297282.8302305 Edm = 0.032084 NCalls = 242 -VariableMetric: Iteration # 68 - FCN = 297282.7966121 Edm = 0.00240438 NCalls = 244 -VariableMetric: Iteration # 69 - FCN = 297282.7937543 Edm = 0.000233922 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297282.7933102 Edm = 0.000138896 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297282.7926009 Edm = 0.000414453 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297282.7735797 Edm = 0.0184432 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297281.729688 Edm = 0.620596 NCalls = 259 -VariableMetric: Iteration # 74 - FCN = 297280.6442859 Edm = 0.138735 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297280.4987495 Edm = 0.033585 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297280.4348966 Edm = 0.00515376 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297280.4288265 Edm = 0.00118484 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297280.4278549 Edm = 0.000248102 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297280.4272914 Edm = 0.00030348 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297280.4198453 Edm = 0.0067939 NCalls = 275 -VariableMetric: Iteration # 81 - FCN = 297280.0396846 Edm = 0.293069 NCalls = 281 -VariableMetric: Iteration # 82 - FCN = 297279.4567477 Edm = 0.741154 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297279.1582721 Edm = 0.153988 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297278.769869 Edm = 0.187567 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297278.5430212 Edm = 0.0558324 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297278.4855047 Edm = 0.00992683 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297278.470189 Edm = 0.00474678 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297278.4615758 Edm = 0.000973686 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297278.4602748 Edm = 0.000135126 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297278.4601033 Edm = 6.43459e-05 NCalls = 302 -VariableMetric: After Hessian - FCN = 297278.4601033 Edm = 6.31635 NCalls = 781 -VariableMetric: Iteration # 91 - FCN = 297278.4601033 Edm = 6.31635 NCalls = 781 -VariableMetric: Iteration # 92 - FCN = 297271.752112 Edm = 51.1215 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297271.5744065 Edm = 4779.71 NCalls = 794 -VariableMetric: Iteration # 94 - FCN = 297271.4835417 Edm = 7052.48 NCalls = 799 -VariableMetric: Iteration # 95 - FCN = 297271.3504568 Edm = 44588.3 NCalls = 803 -VariableMetric: Iteration # 96 - FCN = 297271.2359356 Edm = 770.261 NCalls = 808 -VariableMetric: Iteration # 97 - FCN = 297271.1750887 Edm = 406.935 NCalls = 812 -VariableMetric: Iteration # 98 - FCN = 297271.0643381 Edm = 443.563 NCalls = 816 -VariableMetric: Iteration # 99 - FCN = 297271.0329759 Edm = 1500.87 NCalls = 819 -VariableMetric: Iteration # 100 - FCN = 297270.9394107 Edm = 72.0996 NCalls = 823 -VariableMetric: Iteration # 101 - FCN = 297270.9024215 Edm = 35.2664 NCalls = 827 -VariableMetric: Iteration # 102 - FCN = 297270.6418852 Edm = 105.064 NCalls = 830 -VariableMetric: Iteration # 103 - FCN = 297270.4789015 Edm = 345.963 NCalls = 833 -VariableMetric: Iteration # 104 - FCN = 297270.3019133 Edm = 381.317 NCalls = 835 -VariableMetric: Iteration # 105 - FCN = 297269.7989379 Edm = 222.275 NCalls = 837 -VariableMetric: Iteration # 106 - FCN = 297269.54815 Edm = 30.6174 NCalls = 839 -VariableMetric: Iteration # 107 - FCN = 297269.4591353 Edm = 6.7347 NCalls = 842 -VariableMetric: Iteration # 108 - FCN = 297269.4191996 Edm = 15.922 NCalls = 844 -VariableMetric: Iteration # 109 - FCN = 297269.2986861 Edm = 17.5118 NCalls = 846 -VariableMetric: Iteration # 110 - FCN = 297268.5410503 Edm = 23.6375 NCalls = 848 -VariableMetric: Iteration # 111 - FCN = 297268.0379033 Edm = 7.21055 NCalls = 850 -VariableMetric: Iteration # 112 - FCN = 297267.7101231 Edm = 1.15556 NCalls = 852 -VariableMetric: Iteration # 113 - FCN = 297267.6679138 Edm = 1.6628 NCalls = 854 -VariableMetric: Iteration # 114 - FCN = 297267.6052659 Edm = 0.329172 NCalls = 856 -VariableMetric: Iteration # 115 - FCN = 297267.5946372 Edm = 0.167386 NCalls = 858 -VariableMetric: Iteration # 116 - FCN = 297267.4719365 Edm = 0.0445314 NCalls = 860 -VariableMetric: Iteration # 117 - FCN = 297267.4605168 Edm = 0.0332232 NCalls = 862 -VariableMetric: Iteration # 118 - FCN = 297267.4482169 Edm = 0.0195408 NCalls = 864 -VariableMetric: Iteration # 119 - FCN = 297267.4379146 Edm = 0.00300123 NCalls = 866 -VariableMetric: Iteration # 120 - FCN = 297267.4315939 Edm = 0.0028089 NCalls = 869 -VariableMetric: Iteration # 121 - FCN = 297267.4269982 Edm = 0.00104101 NCalls = 872 -VariableMetric: Iteration # 122 - FCN = 297267.4258672 Edm = 0.000170295 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297267.4256714 Edm = 6.06504e-05 NCalls = 876 -VariableMetric: After Hessian - FCN = 297267.4256714 Edm = 0.000193025 NCalls = 1357 -VariableMetric: Iteration # 124 - FCN = 297267.4256714 Edm = 0.000193025 NCalls = 1357 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303100.6411338 Edm = 12.8545 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303100.6411338 Edm = 12.8545 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302111.4474202 Edm = 50.763 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 299061.6783053 Edm = 15.6525 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 299057.2722234 Edm = 4.59876 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298929.4113728 Edm = 89.9701 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298913.2591933 Edm = 34.1623 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298866.182187 Edm = 6.19216 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298855.0435522 Edm = 5.19263 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298839.1700797 Edm = 62.2508 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298799.8987866 Edm = 32.2362 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297855.5684857 Edm = 18.3415 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297831.625814 Edm = 23.5305 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297755.0648574 Edm = 20.3364 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297744.7439685 Edm = 16.2911 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297732.2980343 Edm = 1.61449 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297718.3844299 Edm = 4.76304 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297713.6210419 Edm = 3.24655 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297710.2965841 Edm = 0.689514 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297707.806621 Edm = 1.83628 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297706.3997649 Edm = 0.882356 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297703.5351899 Edm = 2.3802 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297701.9067338 Edm = 3.87721 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297697.5517584 Edm = 0.758238 NCalls = 91 -VariableMetric: Iteration # 23 - FCN = 297696.618899 Edm = 0.503926 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297696.2859161 Edm = 0.72045 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297681.1091034 Edm = 10.6176 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297642.6929653 Edm = 4.39233 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297640.8222426 Edm = 0.385408 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297639.9855487 Edm = 0.288058 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297638.4414887 Edm = 0.30703 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297637.6907586 Edm = 0.698127 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297636.3434191 Edm = 0.894098 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297633.202416 Edm = 4.46334 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297632.7178703 Edm = 1.59733 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297624.0085794 Edm = 8.84614 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297622.9528449 Edm = 4.98682 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297616.9067759 Edm = 4.17274 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297610.2395431 Edm = 3.31625 NCalls = 139 -VariableMetric: Iteration # 38 - FCN = 297603.43497 Edm = 13.1841 NCalls = 144 -VariableMetric: Iteration # 39 - FCN = 297579.2959296 Edm = 28.2611 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297568.2631519 Edm = 28.2088 NCalls = 152 -VariableMetric: Iteration # 41 - FCN = 297549.3746187 Edm = 10.6279 NCalls = 157 -VariableMetric: Iteration # 42 - FCN = 297544.3861789 Edm = 15.8757 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297533.2782465 Edm = 2.30294 NCalls = 163 -VariableMetric: Iteration # 44 - FCN = 297530.5352317 Edm = 0.330015 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297529.8067324 Edm = 0.576062 NCalls = 168 -VariableMetric: Iteration # 46 - FCN = 297519.2592461 Edm = 11.0319 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297440.1551644 Edm = 11.1506 NCalls = 182 -VariableMetric: Iteration # 48 - FCN = 297429.3753322 Edm = 1.35503 NCalls = 185 -VariableMetric: Iteration # 49 - FCN = 297428.1849519 Edm = 0.590636 NCalls = 187 -VariableMetric: Iteration # 50 - FCN = 297425.3174448 Edm = 1.52394 NCalls = 191 -VariableMetric: Iteration # 51 - FCN = 297419.6603479 Edm = 5.65021 NCalls = 195 -VariableMetric: Iteration # 52 - FCN = 297411.4473651 Edm = 1.19721 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297409.6361209 Edm = 0.156404 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297409.156412 Edm = 0.0813186 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297408.954375 Edm = 0.0647135 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297404.6048448 Edm = 2.27124 NCalls = 213 -VariableMetric: Iteration # 57 - FCN = 297404.5823605 Edm = 0.0643134 NCalls = 215 -VariableMetric: Iteration # 58 - FCN = 297404.0443527 Edm = 0.545862 NCalls = 218 -VariableMetric: Iteration # 59 - FCN = 297394.7350232 Edm = 6.02076 NCalls = 226 -VariableMetric: Iteration # 60 - FCN = 297355.863131 Edm = 4.05503 NCalls = 231 -VariableMetric: Iteration # 61 - FCN = 297331.9499051 Edm = 15.4708 NCalls = 235 -VariableMetric: Iteration # 62 - FCN = 297318.9912959 Edm = 12.2541 NCalls = 237 -VariableMetric: Iteration # 63 - FCN = 297299.017206 Edm = 6.89514 NCalls = 240 -VariableMetric: Iteration # 64 - FCN = 297288.0544662 Edm = 3.454 NCalls = 242 -VariableMetric: Iteration # 65 - FCN = 297284.3240076 Edm = 2.46253 NCalls = 245 -VariableMetric: Iteration # 66 - FCN = 297283.5165503 Edm = 0.483839 NCalls = 247 -VariableMetric: Iteration # 67 - FCN = 297283.1228735 Edm = 0.181571 NCalls = 249 -VariableMetric: Iteration # 68 - FCN = 297282.6442711 Edm = 0.413295 NCalls = 252 -VariableMetric: Iteration # 69 - FCN = 297282.3661779 Edm = 0.224266 NCalls = 255 -VariableMetric: Iteration # 70 - FCN = 297282.1433288 Edm = 0.185019 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297281.9654309 Edm = 0.0272079 NCalls = 260 -VariableMetric: Iteration # 72 - FCN = 297281.877465 Edm = 0.0715272 NCalls = 262 -VariableMetric: Iteration # 73 - FCN = 297280.8490515 Edm = 0.159777 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297280.6560867 Edm = 0.00822963 NCalls = 269 -VariableMetric: Iteration # 75 - FCN = 297280.6249344 Edm = 0.0315434 NCalls = 271 -VariableMetric: Iteration # 76 - FCN = 297280.142504 Edm = 0.399783 NCalls = 278 -VariableMetric: Iteration # 77 - FCN = 297261.5404898 Edm = 9.85038 NCalls = 284 -VariableMetric: Iteration # 78 - FCN = 297244.5551198 Edm = 2.62821 NCalls = 286 -VariableMetric: Iteration # 79 - FCN = 297240.1791391 Edm = 4.35675 NCalls = 292 -VariableMetric: Iteration # 80 - FCN = 297238.5463128 Edm = 6.21911 NCalls = 295 -VariableMetric: Iteration # 81 - FCN = 297228.919426 Edm = 6.56746 NCalls = 298 -VariableMetric: Iteration # 82 - FCN = 297214.9917903 Edm = 9.74685 NCalls = 300 -VariableMetric: Iteration # 83 - FCN = 297207.8318732 Edm = 2.12847 NCalls = 303 -VariableMetric: Iteration # 84 - FCN = 297205.47065 Edm = 0.584824 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297204.7848895 Edm = 0.14262 NCalls = 309 -VariableMetric: Iteration # 86 - FCN = 297204.6497199 Edm = 0.0157404 NCalls = 310 -VariableMetric: Iteration # 87 - FCN = 297204.6222855 Edm = 0.0083479 NCalls = 312 -VariableMetric: Iteration # 88 - FCN = 297204.6099776 Edm = 0.00202385 NCalls = 314 -VariableMetric: Iteration # 89 - FCN = 297204.6070306 Edm = 0.00105458 NCalls = 316 -VariableMetric: Iteration # 90 - FCN = 297204.5984063 Edm = 0.00815007 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297204.5447489 Edm = 0.041337 NCalls = 324 -VariableMetric: Iteration # 92 - FCN = 297203.3935014 Edm = 0.965939 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297193.9361372 Edm = 1.23841 NCalls = 332 -VariableMetric: Iteration # 94 - FCN = 297192.3544715 Edm = 0.30093 NCalls = 334 -VariableMetric: Iteration # 95 - FCN = 297191.9163249 Edm = 0.330847 NCalls = 337 -VariableMetric: Iteration # 96 - FCN = 297191.5001759 Edm = 0.254488 NCalls = 340 -VariableMetric: Iteration # 97 - FCN = 297191.3233164 Edm = 0.113992 NCalls = 342 -VariableMetric: Iteration # 98 - FCN = 297191.241048 Edm = 0.00352181 NCalls = 344 -VariableMetric: Iteration # 99 - FCN = 297191.236975 Edm = 0.000430466 NCalls = 346 -VariableMetric: Iteration # 100 - FCN = 297191.2339448 Edm = 0.00253497 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297191.1914176 Edm = 0.0460384 NCalls = 353 -VariableMetric: Iteration # 102 - FCN = 297189.7950193 Edm = 0.950055 NCalls = 360 -VariableMetric: Iteration # 103 - FCN = 297188.4594438 Edm = 0.578984 NCalls = 363 -VariableMetric: Iteration # 104 - FCN = 297188.1161766 Edm = 0.0125605 NCalls = 364 -VariableMetric: Iteration # 105 - FCN = 297188.1033884 Edm = 0.000322421 NCalls = 365 -VariableMetric: Iteration # 106 - FCN = 297188.1017469 Edm = 0.0011102 NCalls = 367 -VariableMetric: Iteration # 107 - FCN = 297187.9746408 Edm = 0.103239 NCalls = 372 -VariableMetric: Iteration # 108 - FCN = 297185.6295092 Edm = 0.674652 NCalls = 376 -VariableMetric: Iteration # 109 - FCN = 297184.754052 Edm = 0.180807 NCalls = 378 -VariableMetric: Iteration # 110 - FCN = 297184.5965795 Edm = 0.0129567 NCalls = 380 -VariableMetric: Iteration # 111 - FCN = 297184.5864032 Edm = 0.000507216 NCalls = 382 -VariableMetric: Iteration # 112 - FCN = 297184.5855503 Edm = 0.00050615 NCalls = 384 -VariableMetric: Iteration # 113 - FCN = 297184.5636274 Edm = 0.0237223 NCalls = 389 -VariableMetric: Iteration # 114 - FCN = 297184.4351024 Edm = 0.123217 NCalls = 396 -VariableMetric: Iteration # 115 - FCN = 297175.9227907 Edm = 3.00662 NCalls = 402 -VariableMetric: Iteration # 116 - FCN = 297174.1440971 Edm = 0.29072 NCalls = 404 -VariableMetric: Iteration # 117 - FCN = 297173.7765902 Edm = 0.0528522 NCalls = 406 -VariableMetric: Iteration # 118 - FCN = 297173.7204795 Edm = 0.0034443 NCalls = 408 -VariableMetric: Iteration # 119 - FCN = 297173.7184285 Edm = 0.000295337 NCalls = 410 -VariableMetric: Iteration # 120 - FCN = 297173.7178531 Edm = 0.000321416 NCalls = 412 -VariableMetric: Iteration # 121 - FCN = 297173.6916914 Edm = 0.0247327 NCalls = 418 -VariableMetric: Iteration # 122 - FCN = 297172.5988148 Edm = 1.054 NCalls = 422 -VariableMetric: Iteration # 123 - FCN = 297169.7264259 Edm = 0.571699 NCalls = 424 -VariableMetric: Iteration # 124 - FCN = 297169.2337076 Edm = 0.016485 NCalls = 426 -VariableMetric: Iteration # 125 - FCN = 297169.2181362 Edm = 0.0006894 NCalls = 427 -VariableMetric: Iteration # 126 - FCN = 297169.2175532 Edm = 0.000108452 NCalls = 429 -VariableMetric: Iteration # 127 - FCN = 297169.2172627 Edm = 0.000209542 NCalls = 431 -VariableMetric: Iteration # 128 - FCN = 297169.2123352 Edm = 0.00407916 NCalls = 436 -VariableMetric: Iteration # 129 - FCN = 297169.117349 Edm = 0.0547908 NCalls = 440 -VariableMetric: Iteration # 130 - FCN = 297168.3771714 Edm = 0.385173 NCalls = 443 -VariableMetric: Iteration # 131 - FCN = 297167.777146 Edm = 0.0645581 NCalls = 445 -VariableMetric: Iteration # 132 - FCN = 297167.7131826 Edm = 0.0270563 NCalls = 446 -VariableMetric: Iteration # 133 - FCN = 297167.6620655 Edm = 0.00762486 NCalls = 449 -VariableMetric: Iteration # 134 - FCN = 297167.6546473 Edm = 0.000287134 NCalls = 450 -VariableMetric: Iteration # 135 - FCN = 297167.6544167 Edm = 2.4335e-05 NCalls = 452 -VariableMetric: After Hessian - FCN = 297167.6544167 Edm = 2.59265 NCalls = 939 -VariableMetric: Iteration # 136 - FCN = 297167.6544167 Edm = 2.59265 NCalls = 939 -VariableMetric: Iteration # 137 - FCN = 297167.4433204 Edm = 3.46463 NCalls = 941 -VariableMetric: Iteration # 138 - FCN = 297166.7208522 Edm = 0.519493 NCalls = 943 -VariableMetric: Iteration # 139 - FCN = 297165.6403872 Edm = 0.52482 NCalls = 949 -VariableMetric: Iteration # 140 - FCN = 297165.5637928 Edm = 0.168031 NCalls = 951 -VariableMetric: Iteration # 141 - FCN = 297165.3418984 Edm = 0.255948 NCalls = 954 -VariableMetric: Iteration # 142 - FCN = 297165.0829146 Edm = 0.359868 NCalls = 957 -VariableMetric: Iteration # 143 - FCN = 297164.8653036 Edm = 0.158482 NCalls = 959 -VariableMetric: Iteration # 144 - FCN = 297164.7146884 Edm = 0.150911 NCalls = 962 -VariableMetric: Iteration # 145 - FCN = 297164.4564974 Edm = 0.327861 NCalls = 966 -VariableMetric: Iteration # 146 - FCN = 297163.6429183 Edm = 3.54018 NCalls = 971 -VariableMetric: Iteration # 147 - FCN = 297163.3069145 Edm = 1.42478 NCalls = 975 -VariableMetric: Iteration # 148 - FCN = 297163.1524688 Edm = 0.324247 NCalls = 978 -VariableMetric: Iteration # 149 - FCN = 297162.5426202 Edm = 1.48049 NCalls = 983 -VariableMetric: Iteration # 150 - FCN = 297161.31633 Edm = 0.707983 NCalls = 988 -VariableMetric: Iteration # 151 - FCN = 297161.0158764 Edm = 0.381608 NCalls = 990 -VariableMetric: Iteration # 152 - FCN = 297160.8866443 Edm = 0.0938432 NCalls = 992 -VariableMetric: Iteration # 153 - FCN = 297160.7947759 Edm = 0.0366517 NCalls = 994 -VariableMetric: Iteration # 154 - FCN = 297160.6582436 Edm = 0.0788085 NCalls = 997 -VariableMetric: Iteration # 155 - FCN = 297160.4676953 Edm = 0.0710449 NCalls = 999 -VariableMetric: Iteration # 156 - FCN = 297160.3326434 Edm = 0.0400491 NCalls = 1002 -VariableMetric: Iteration # 157 - FCN = 297160.2823936 Edm = 0.0139423 NCalls = 1004 -VariableMetric: Iteration # 158 - FCN = 297160.2637821 Edm = 0.00851024 NCalls = 1007 -VariableMetric: Iteration # 159 - FCN = 297160.2501196 Edm = 0.00364592 NCalls = 1009 -VariableMetric: Iteration # 160 - FCN = 297160.2390507 Edm = 0.00693021 NCalls = 1012 -VariableMetric: Iteration # 161 - FCN = 297160.2271407 Edm = 0.00636499 NCalls = 1014 -VariableMetric: Iteration # 162 - FCN = 297160.2187646 Edm = 0.00283338 NCalls = 1017 -VariableMetric: Iteration # 163 - FCN = 297160.213926 Edm = 0.000865981 NCalls = 1019 -VariableMetric: Iteration # 164 - FCN = 297160.2111905 Edm = 0.000990234 NCalls = 1021 -VariableMetric: Iteration # 165 - FCN = 297160.2073186 Edm = 0.00205574 NCalls = 1024 -VariableMetric: Iteration # 166 - FCN = 297160.205 Edm = 0.00130039 NCalls = 1026 -VariableMetric: Iteration # 167 - FCN = 297160.2004017 Edm = 0.00268829 NCalls = 1029 -VariableMetric: Iteration # 168 - FCN = 297160.1835547 Edm = 0.00442646 NCalls = 1033 -VariableMetric: Iteration # 169 - FCN = 297160.1765796 Edm = 0.00287786 NCalls = 1035 -VariableMetric: Iteration # 170 - FCN = 297160.1739974 Edm = 0.000751263 NCalls = 1037 -VariableMetric: Iteration # 171 - FCN = 297160.1724643 Edm = 0.000645683 NCalls = 1039 -VariableMetric: Iteration # 172 - FCN = 297160.1708127 Edm = 0.000807184 NCalls = 1041 -VariableMetric: Iteration # 173 - FCN = 297160.1679819 Edm = 0.000763752 NCalls = 1043 -VariableMetric: Iteration # 174 - FCN = 297160.1667277 Edm = 0.000226452 NCalls = 1045 -VariableMetric: Iteration # 175 - FCN = 297160.166173 Edm = 0.00017527 NCalls = 1047 -VariableMetric: Iteration # 176 - FCN = 297160.1652854 Edm = 0.000463383 NCalls = 1049 -VariableMetric: Iteration # 177 - FCN = 297160.1631288 Edm = 0.000249584 NCalls = 1051 -VariableMetric: Iteration # 178 - FCN = 297160.1628557 Edm = 1.17303e-05 NCalls = 1053 -VariableMetric: After Hessian - FCN = 297160.1628557 Edm = 2.08955e-05 NCalls = 1548 -VariableMetric: Iteration # 179 - FCN = 297160.1628557 Edm = 2.08955e-05 NCalls = 1548 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340093.5282936 Edm = 2495.07 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340093.5282936 Edm = 2495.07 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 318146.2427763 Edm = 45.3029 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 317564.7662396 Edm = 20.0662 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 307846.6099951 Edm = 54.2879 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 307386.5959911 Edm = 61.9023 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 304656.5311971 Edm = 2217.04 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 304593.9630693 Edm = 535.41 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 300241.7446823 Edm = 1814.76 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 299435.7664502 Edm = 50.2729 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 299416.4331559 Edm = 1.29661 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 299388.5708768 Edm = 32.7203 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 299332.8669447 Edm = 49.1531 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 298031.5083495 Edm = 85.5644 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 297874.1417301 Edm = 1.00735 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 297873.0256454 Edm = 0.18191 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297872.6519961 Edm = 0.0776294 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297872.3018024 Edm = 0.364887 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297817.2265982 Edm = 11.4573 NCalls = 78 -VariableMetric: Iteration # 18 - FCN = 297802.8642546 Edm = 0.466854 NCalls = 80 -VariableMetric: Iteration # 19 - FCN = 297802.4423164 Edm = 0.0463817 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297802.377679 Edm = 0.054577 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297802.109964 Edm = 0.255838 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297765.2541862 Edm = 4.74578 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297596.3700067 Edm = 53.5093 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297496.680258 Edm = 20.0578 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297467.5133838 Edm = 23.8566 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297440.7977484 Edm = 1.6054 NCalls = 107 -VariableMetric: Iteration # 27 - FCN = 297439.2255182 Edm = 0.0450719 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297439.1620072 Edm = 0.0299936 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297437.7639933 Edm = 0.853552 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297437.672305 Edm = 0.447642 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297437.0329609 Edm = 0.336864 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297436.3086075 Edm = 0.0527506 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297436.2686482 Edm = 0.00895315 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297436.2447481 Edm = 0.0229453 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297435.3912852 Edm = 0.745642 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297399.3024473 Edm = 35.4807 NCalls = 141 -VariableMetric: Iteration # 37 - FCN = 297381.0153496 Edm = 4.63165 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297374.9140559 Edm = 0.731136 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297374.4239608 Edm = 0.15143 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297374.1928572 Edm = 0.0620327 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297374.0678069 Edm = 0.0409413 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297374.0124253 Edm = 0.00210965 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297374.0036916 Edm = 0.00641313 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297372.9294491 Edm = 1.10553 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297372.8227345 Edm = 0.0942684 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 297372.6696806 Edm = 0.138978 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297353.325497 Edm = 1.37376 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297351.3711683 Edm = 0.165509 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297350.9725666 Edm = 0.162177 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297350.8385848 Edm = 0.174249 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297350.5518587 Edm = 0.466699 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297349.704127 Edm = 1.04364 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297348.3510836 Edm = 2.73407 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297347.1375924 Edm = 1.64678 NCalls = 199 -VariableMetric: Iteration # 55 - FCN = 297346.9851208 Edm = 0.262528 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297344.2875722 Edm = 2.46216 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297340.346021 Edm = 0.59956 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297339.7778279 Edm = 0.19342 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297339.5601232 Edm = 0.00593895 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297339.5524718 Edm = 0.000965965 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297339.5493751 Edm = 0.00175375 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297339.3870494 Edm = 0.15432 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297332.065652 Edm = 1.35731 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297330.5134037 Edm = 0.74239 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297329.4946337 Edm = 0.27084 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297329.0559367 Edm = 0.299931 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297328.5609518 Edm = 0.124814 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297328.3120378 Edm = 0.162475 NCalls = 242 -VariableMetric: Iteration # 69 - FCN = 297328.2423013 Edm = 0.0333709 NCalls = 245 -VariableMetric: Iteration # 70 - FCN = 297328.1877747 Edm = 0.0149939 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297328.1748948 Edm = 0.00291105 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297328.1712316 Edm = 0.000130606 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297328.1709516 Edm = 0.000128955 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297328.1611799 Edm = 0.0093396 NCalls = 258 -VariableMetric: Iteration # 75 - FCN = 297326.5590256 Edm = 1.07688 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297322.9513718 Edm = 0.868847 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297322.6118873 Edm = 0.214915 NCalls = 269 -VariableMetric: Iteration # 78 - FCN = 297322.4140889 Edm = 0.0332841 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297322.3257162 Edm = 0.034592 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297322.2878313 Edm = 0.0246112 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297322.2583739 Edm = 0.00203564 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297322.2557145 Edm = 0.000354078 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297322.2548681 Edm = 0.000368379 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297322.2510565 Edm = 0.00373282 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297322.1378394 Edm = 0.141927 NCalls = 292 -VariableMetric: Iteration # 86 - FCN = 297322.1365422 Edm = 0.000826443 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297322.1275645 Edm = 0.0217788 NCalls = 298 -VariableMetric: Iteration # 88 - FCN = 297322.1207391 Edm = 0.00642073 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297322.0820342 Edm = 0.0325267 NCalls = 308 -VariableMetric: Iteration # 90 - FCN = 297321.4579105 Edm = 0.575535 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297320.1698194 Edm = 0.321851 NCalls = 318 -VariableMetric: Iteration # 92 - FCN = 297319.5961612 Edm = 0.416215 NCalls = 320 -VariableMetric: Iteration # 93 - FCN = 297318.9446986 Edm = 0.345158 NCalls = 328 -VariableMetric: Iteration # 94 - FCN = 297318.8201117 Edm = 0.522126 NCalls = 329 -VariableMetric: Iteration # 95 - FCN = 297318.2951341 Edm = 0.238 NCalls = 332 -VariableMetric: Iteration # 96 - FCN = 297317.6595721 Edm = 0.438938 NCalls = 335 -VariableMetric: Iteration # 97 - FCN = 297315.4057146 Edm = 0.775824 NCalls = 342 -VariableMetric: Iteration # 98 - FCN = 297315.1606996 Edm = 0.569867 NCalls = 344 -VariableMetric: Iteration # 99 - FCN = 297314.5581659 Edm = 0.756177 NCalls = 346 -VariableMetric: Iteration # 100 - FCN = 297314.1090579 Edm = 0.916368 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297312.7371878 Edm = 1.26173 NCalls = 353 -VariableMetric: Iteration # 102 - FCN = 297311.8730228 Edm = 1.14537 NCalls = 357 -VariableMetric: Iteration # 103 - FCN = 297311.4716304 Edm = 0.234079 NCalls = 360 -VariableMetric: Iteration # 104 - FCN = 297311.3011684 Edm = 0.0441123 NCalls = 362 -VariableMetric: Iteration # 105 - FCN = 297311.24435 Edm = 0.0264792 NCalls = 364 -VariableMetric: Iteration # 106 - FCN = 297311.118099 Edm = 0.134714 NCalls = 367 -VariableMetric: Iteration # 107 - FCN = 297310.3804761 Edm = 0.6125 NCalls = 372 -VariableMetric: Iteration # 108 - FCN = 297310.0627217 Edm = 0.102837 NCalls = 374 -VariableMetric: Iteration # 109 - FCN = 297309.968184 Edm = 0.0114193 NCalls = 375 -VariableMetric: Iteration # 110 - FCN = 297309.9542453 Edm = 0.00516568 NCalls = 377 -VariableMetric: Iteration # 111 - FCN = 297309.9434592 Edm = 0.00173857 NCalls = 379 -VariableMetric: Iteration # 112 - FCN = 297309.9368551 Edm = 0.00556771 NCalls = 381 -VariableMetric: Iteration # 113 - FCN = 297308.6722674 Edm = 2.20264 NCalls = 388 -VariableMetric: Iteration # 114 - FCN = 297308.657105 Edm = 0.00964295 NCalls = 390 -VariableMetric: Iteration # 115 - FCN = 297308.6508262 Edm = 0.00193194 NCalls = 392 -VariableMetric: Iteration # 116 - FCN = 297308.6421015 Edm = 0.00822423 NCalls = 395 -VariableMetric: Iteration # 117 - FCN = 297308.5079088 Edm = 0.0898549 NCalls = 401 -VariableMetric: Iteration # 118 - FCN = 297308.0688476 Edm = 0.418935 NCalls = 403 -VariableMetric: Iteration # 119 - FCN = 297307.0009093 Edm = 0.851343 NCalls = 408 -VariableMetric: Iteration # 120 - FCN = 297298.7295404 Edm = 1.9571 NCalls = 411 -VariableMetric: Iteration # 121 - FCN = 297297.5047934 Edm = 1.86447 NCalls = 413 -VariableMetric: Iteration # 122 - FCN = 297296.6161957 Edm = 0.459104 NCalls = 415 -VariableMetric: Iteration # 123 - FCN = 297296.097297 Edm = 0.427353 NCalls = 418 -VariableMetric: Iteration # 124 - FCN = 297295.6404671 Edm = 0.158691 NCalls = 421 -VariableMetric: Iteration # 125 - FCN = 297295.4913653 Edm = 0.0186763 NCalls = 422 -VariableMetric: Iteration # 126 - FCN = 297295.4764894 Edm = 0.00255179 NCalls = 424 -VariableMetric: Iteration # 127 - FCN = 297295.4723799 Edm = 0.00139824 NCalls = 426 -VariableMetric: Iteration # 128 - FCN = 297295.4689962 Edm = 0.000845964 NCalls = 428 -VariableMetric: Iteration # 129 - FCN = 297295.4665287 Edm = 0.00170791 NCalls = 430 -VariableMetric: Iteration # 130 - FCN = 297295.3547854 Edm = 0.101695 NCalls = 436 -VariableMetric: Iteration # 131 - FCN = 297289.6506608 Edm = 5.28201 NCalls = 442 -VariableMetric: Iteration # 132 - FCN = 297289.2368821 Edm = 0.63822 NCalls = 445 -VariableMetric: Iteration # 133 - FCN = 297287.8996966 Edm = 0.778372 NCalls = 449 -VariableMetric: Iteration # 134 - FCN = 297287.0520581 Edm = 0.164161 NCalls = 451 -VariableMetric: Iteration # 135 - FCN = 297286.932812 Edm = 0.0165492 NCalls = 452 -VariableMetric: Iteration # 136 - FCN = 297286.9214704 Edm = 0.00369242 NCalls = 454 -VariableMetric: Iteration # 137 - FCN = 297286.9149907 Edm = 0.00224653 NCalls = 456 -VariableMetric: Iteration # 138 - FCN = 297286.9103838 Edm = 0.00157577 NCalls = 458 -VariableMetric: Iteration # 139 - FCN = 297286.9065865 Edm = 0.00180816 NCalls = 460 -VariableMetric: Iteration # 140 - FCN = 297286.9045279 Edm = 0.000362953 NCalls = 462 -VariableMetric: Iteration # 141 - FCN = 297286.9041974 Edm = 3.71762e-05 NCalls = 464 -VariableMetric: After Hessian - FCN = 297286.9041974 Edm = 2.56285 NCalls = 945 -VariableMetric: Iteration # 142 - FCN = 297286.9041974 Edm = 2.56285 NCalls = 945 -VariableMetric: Iteration # 143 - FCN = 297285.8257316 Edm = 2.40417 NCalls = 954 -VariableMetric: Iteration # 144 - FCN = 297285.0917159 Edm = 0.839786 NCalls = 957 -VariableMetric: Iteration # 145 - FCN = 297284.762971 Edm = 0.326956 NCalls = 959 -VariableMetric: Iteration # 146 - FCN = 297284.6390547 Edm = 0.166179 NCalls = 961 -VariableMetric: Iteration # 147 - FCN = 297284.5142489 Edm = 0.108732 NCalls = 964 -VariableMetric: Iteration # 148 - FCN = 297284.4963175 Edm = 0.0310881 NCalls = 966 -VariableMetric: Iteration # 149 - FCN = 297284.467085 Edm = 0.0114934 NCalls = 968 -VariableMetric: Iteration # 150 - FCN = 297284.4510985 Edm = 0.00637378 NCalls = 970 -VariableMetric: Iteration # 151 - FCN = 297284.4392862 Edm = 0.00786043 NCalls = 973 -VariableMetric: Iteration # 152 - FCN = 297284.4273613 Edm = 0.00274763 NCalls = 976 -VariableMetric: Iteration # 153 - FCN = 297284.4225167 Edm = 0.00208007 NCalls = 979 -VariableMetric: Iteration # 154 - FCN = 297284.4210641 Edm = 0.000701401 NCalls = 981 -VariableMetric: Iteration # 155 - FCN = 297284.419964 Edm = 0.000134338 NCalls = 983 -VariableMetric: Iteration # 156 - FCN = 297284.4196875 Edm = 7.41262e-05 NCalls = 985 -VariableMetric: Iteration # 157 - FCN = 297284.4195273 Edm = 2.84031e-05 NCalls = 987 -VariableMetric: After Hessian - FCN = 297284.4195273 Edm = 5.17438e-05 NCalls = 1478 -VariableMetric: Iteration # 158 - FCN = 297284.4195273 Edm = 5.17438e-05 NCalls = 1478 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342005.6825602 Edm = 545.758 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342005.6825602 Edm = 545.758 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299149.7033506 Edm = 13.2526 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 298492.5630394 Edm = 2.17149 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298490.64083 Edm = 1.52355 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298126.4941455 Edm = 141.329 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 297979.8097493 Edm = 6.47928 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297973.481926 Edm = 0.391604 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297972.5368255 Edm = 0.256122 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297920.1809141 Edm = 23.8201 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297857.9388007 Edm = 0.767421 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297857.2013255 Edm = 0.0842512 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297856.9876789 Edm = 0.165784 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297850.6164295 Edm = 6.15869 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297789.12187 Edm = 1.55524 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297785.5908035 Edm = 1.27572 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297779.3081339 Edm = 2.96008 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297775.088695 Edm = 0.666233 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297774.2642475 Edm = 0.0814218 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297774.0753262 Edm = 0.086201 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297773.951632 Edm = 0.0936292 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297773.9029571 Edm = 0.0264291 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297773.7667749 Edm = 0.116327 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297772.3561589 Edm = 2.27145 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297771.1449204 Edm = 3.65397 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297748.4410988 Edm = 22.8923 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297686.9345414 Edm = 17.5259 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297656.1054855 Edm = 6.32852 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297651.8696863 Edm = 1.30928 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297651.1804742 Edm = 0.0340912 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297651.1381218 Edm = 0.0120741 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297651.0653017 Edm = 0.0623243 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297647.7929119 Edm = 3.28845 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297550.6560877 Edm = 17.5882 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297535.2678214 Edm = 10.1551 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297526.2332857 Edm = 8.7102 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297522.91785 Edm = 0.969514 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297521.4677228 Edm = 0.0340673 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297521.3803468 Edm = 0.0284477 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297521.1338874 Edm = 0.141978 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297520.6096221 Edm = 0.160274 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297519.5991097 Edm = 1.0352 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297485.7168718 Edm = 22.3626 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297461.7126959 Edm = 3.85095 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297457.8025118 Edm = 0.554527 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297457.2743922 Edm = 0.317187 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297457.0119536 Edm = 0.198114 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297456.7669154 Edm = 0.0361142 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297456.6907435 Edm = 0.0230201 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297456.6561181 Edm = 0.0221125 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297456.5038571 Edm = 0.158699 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297454.6263885 Edm = 1.59776 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297440.0559963 Edm = 1.69296 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297438.6418327 Edm = 0.222177 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297438.1294045 Edm = 0.0855873 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297437.9996326 Edm = 0.0169484 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297437.9503748 Edm = 0.0054405 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297437.9355238 Edm = 0.004462 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297437.8437378 Edm = 0.0893504 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297436.9500758 Edm = 0.900915 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297436.8247691 Edm = 0.134116 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297436.7560639 Edm = 0.051629 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297434.5310531 Edm = 1.47469 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297430.8110407 Edm = 1.2197 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297428.5135205 Edm = 0.481653 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297428.1757742 Edm = 0.10087 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297428.1047294 Edm = 0.028457 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297428.0746299 Edm = 0.00319106 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297428.070477 Edm = 0.000529448 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297428.0538824 Edm = 0.0154401 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297427.0387788 Edm = 0.735051 NCalls = 224 -VariableMetric: Iteration # 70 - FCN = 297423.7867807 Edm = 0.974848 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297422.0150034 Edm = 0.187275 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297421.7711254 Edm = 0.195842 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297421.6944239 Edm = 0.033341 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297421.6520367 Edm = 0.00296525 NCalls = 237 -VariableMetric: Iteration # 75 - FCN = 297421.6484802 Edm = 0.00014369 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297421.6481728 Edm = 0.000165156 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 297421.6451805 Edm = 0.00302378 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297421.6238367 Edm = 0.0193151 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297420.5698819 Edm = 0.103494 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297420.4480376 Edm = 0.0116712 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297420.4385788 Edm = 0.000703137 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297420.4376379 Edm = 9.12196e-05 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297420.4373784 Edm = 0.000137303 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297420.424604 Edm = 0.0119227 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297419.7478592 Edm = 0.113039 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297419.5871912 Edm = 0.0111644 NCalls = 276 -VariableMetric: Iteration # 87 - FCN = 297419.5747665 Edm = 0.000337963 NCalls = 278 -VariableMetric: Iteration # 88 - FCN = 297419.5744252 Edm = 7.53612e-05 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297419.5743414 Edm = 6.23122e-05 NCalls = 281 -VariableMetric: After Hessian - FCN = 297419.5743414 Edm = 33.6789 NCalls = 754 -VariableMetric: Iteration # 90 - FCN = 297419.5743414 Edm = 33.6789 NCalls = 754 -VariableMetric: Iteration # 91 - FCN = 297418.7406019 Edm = 2.89685 NCalls = 762 -VariableMetric: Iteration # 92 - FCN = 297415.8785435 Edm = 0.831337 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297415.5854397 Edm = 0.239415 NCalls = 766 -VariableMetric: Iteration # 94 - FCN = 297415.3270936 Edm = 0.0535926 NCalls = 768 -VariableMetric: Iteration # 95 - FCN = 297415.2478715 Edm = 0.0137564 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297415.2189135 Edm = 0.00678615 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297415.1945396 Edm = 0.00832604 NCalls = 774 -VariableMetric: Iteration # 98 - FCN = 297415.1727296 Edm = 0.00965218 NCalls = 777 -VariableMetric: Iteration # 99 - FCN = 297415.1548771 Edm = 0.0110523 NCalls = 779 -VariableMetric: Iteration # 100 - FCN = 297415.1365513 Edm = 0.00552447 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297415.1298557 Edm = 0.000637619 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297415.1291061 Edm = 0.000112509 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297415.1289394 Edm = 2.23196e-05 NCalls = 788 -VariableMetric: After Hessian - FCN = 297415.1289394 Edm = 0.14406 NCalls = 1269 -VariableMetric: Iteration # 104 - FCN = 297415.1289394 Edm = 0.14406 NCalls = 1269 -VariableMetric: Iteration # 105 - FCN = 297415.1281865 Edm = 0.135954 NCalls = 1272 -VariableMetric: Iteration # 106 - FCN = 297415.1279445 Edm = 0.0335141 NCalls = 1275 -VariableMetric: Iteration # 107 - FCN = 297415.1276721 Edm = 5.31994e-05 NCalls = 1277 -VariableMetric: Iteration # 108 - FCN = 297415.127538 Edm = 0.000146295 NCalls = 1280 -VariableMetric: Iteration # 109 - FCN = 297415.1268085 Edm = 0.000219188 NCalls = 1284 -VariableMetric: Iteration # 110 - FCN = 297415.1264454 Edm = 8.79252e-05 NCalls = 1287 -VariableMetric: Iteration # 111 - FCN = 297415.1263464 Edm = 1.59822e-05 NCalls = 1289 -VariableMetric: After Hessian - FCN = 297415.1263464 Edm = 5.83255e-05 NCalls = 1772 -VariableMetric: Iteration # 112 - FCN = 297415.1263464 Edm = 5.83255e-05 NCalls = 1772 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303991.7177313 Edm = 8.55786 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303991.7177313 Edm = 8.55786 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299201.2470287 Edm = 1.39248 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299165.3780619 Edm = 15.1707 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299154.5820775 Edm = 6.63667 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298720.2886804 Edm = 150.371 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298238.0232391 Edm = 175.754 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298016.5876913 Edm = 4.4182 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298013.4794207 Edm = 0.196649 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297984.345481 Edm = 22.8583 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297926.6365045 Edm = 0.515441 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297926.1382007 Edm = 0.04985 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297924.8054365 Edm = 1.20534 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297736.2895496 Edm = 12.7164 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297714.5216236 Edm = 5.32726 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297707.3513237 Edm = 0.106755 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297707.2052776 Edm = 0.0161245 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297707.1643724 Edm = 0.0363783 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297703.6981135 Edm = 3.36682 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297605.8770997 Edm = 9.45922 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297596.0249512 Edm = 3.99119 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297593.3409959 Edm = 0.402785 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297592.8229061 Edm = 0.0574729 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297592.7279013 Edm = 0.0106256 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297592.6436031 Edm = 0.0627257 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297581.8370152 Edm = 9.41793 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297504.7555912 Edm = 23.5624 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297492.0808133 Edm = 3.30689 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297488.6848166 Edm = 0.547226 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297487.9470263 Edm = 0.370825 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297487.5143655 Edm = 0.129829 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297487.3629874 Edm = 0.0168378 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297487.3006502 Edm = 0.0509748 NCalls = 101 -VariableMetric: Iteration # 32 - FCN = 297484.0581189 Edm = 3.80856 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297483.7973638 Edm = 0.277004 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297481.1200247 Edm = 2.4861 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297451.0107796 Edm = 10.3963 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297430.2560014 Edm = 3.54704 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297420.3582594 Edm = 2.82042 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297417.9228663 Edm = 2.83406 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297417.1908479 Edm = 0.464432 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297416.5443652 Edm = 0.0319581 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297416.5033451 Edm = 0.000945975 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297416.4990465 Edm = 0.0025581 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297416.4067209 Edm = 0.0601427 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297415.416819 Edm = 0.693331 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297408.6230657 Edm = 2.4799 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297404.640312 Edm = 0.475219 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297404.2468833 Edm = 0.263491 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297404.0621684 Edm = 0.0445355 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297403.9993363 Edm = 0.018841 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297403.9740607 Edm = 0.0100797 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297403.9548313 Edm = 0.00114298 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297403.952062 Edm = 0.00119864 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297403.8915249 Edm = 0.0436129 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297403.7070516 Edm = 0.275362 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297403.6081961 Edm = 0.20665 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297403.5361557 Edm = 0.145069 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297403.1462469 Edm = 0.0569015 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297402.9613972 Edm = 0.33325 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297402.4760983 Edm = 0.543906 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297397.4012328 Edm = 2.30149 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297393.5696313 Edm = 3.85038 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297392.9417251 Edm = 2.55903 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297388.9775327 Edm = 3.29692 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297388.3756511 Edm = 5.50332 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297384.4222002 Edm = 1.72293 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297381.802002 Edm = 2.75206 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297380.3255183 Edm = 1.62654 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297379.1067772 Edm = 1.22631 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297377.7664563 Edm = 0.86899 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297376.0546571 Edm = 1.49892 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297374.9528004 Edm = 0.643473 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297374.260545 Edm = 0.0766648 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297374.1956253 Edm = 0.00516847 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297374.1874721 Edm = 0.00402209 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297374.1198219 Edm = 0.0660583 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297372.5822281 Edm = 1.88529 NCalls = 252 -VariableMetric: Iteration # 77 - FCN = 297372.5744386 Edm = 0.00455844 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297372.5080335 Edm = 0.0932755 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297372.3255733 Edm = 0.164432 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297366.4867824 Edm = 0.630722 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297365.9429925 Edm = 0.184583 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297365.6960462 Edm = 0.0587509 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297365.6152447 Edm = 0.00760779 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297365.6006034 Edm = 0.00250743 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297365.5947632 Edm = 0.00114014 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297365.5926852 Edm = 0.000188412 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297365.5921771 Edm = 0.000326343 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297365.5649977 Edm = 0.0261815 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297363.5340644 Edm = 1.04553 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297362.5494804 Edm = 0.942789 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297362.1434513 Edm = 0.644888 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297361.8198995 Edm = 0.0883039 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297361.7228843 Edm = 0.0441776 NCalls = 301 -VariableMetric: Iteration # 94 - FCN = 297361.6728324 Edm = 0.0121027 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297361.6622975 Edm = 0.00177229 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297361.6596687 Edm = 0.000385048 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297361.6591069 Edm = 6.77633e-05 NCalls = 309 -VariableMetric: After Hessian - FCN = 297361.6591069 Edm = 253.848 NCalls = 788 -VariableMetric: Iteration # 98 - FCN = 297361.6591069 Edm = 253.848 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297360.3475147 Edm = 44121.6 NCalls = 792 -VariableMetric: Iteration # 100 - FCN = 297360.0694324 Edm = 624.51 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297360.0398736 Edm = 759.104 NCalls = 805 -VariableMetric: Iteration # 102 - FCN = 297359.6819908 Edm = 1051.52 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297359.5588731 Edm = 2372.32 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297355.916819 Edm = 847.254 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297352.8998483 Edm = 378.136 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297352.1559783 Edm = 906.049 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297351.0922468 Edm = 98.8729 NCalls = 825 -VariableMetric: Iteration # 108 - FCN = 297350.8406796 Edm = 76.7518 NCalls = 828 -VariableMetric: Iteration # 109 - FCN = 297350.6539513 Edm = 38.0534 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 297350.2643122 Edm = 113.659 NCalls = 834 -VariableMetric: Iteration # 111 - FCN = 297349.6059076 Edm = 72.2987 NCalls = 836 -VariableMetric: Iteration # 112 - FCN = 297348.7544943 Edm = 8.2007 NCalls = 838 -VariableMetric: Iteration # 113 - FCN = 297347.8121235 Edm = 8.49788 NCalls = 840 -VariableMetric: Iteration # 114 - FCN = 297347.5365109 Edm = 3.79549 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297347.3559964 Edm = 2.35389 NCalls = 844 -VariableMetric: Iteration # 116 - FCN = 297347.1779419 Edm = 9.04206 NCalls = 846 -VariableMetric: Iteration # 117 - FCN = 297339.2503542 Edm = 52.5635 NCalls = 855 -VariableMetric: Iteration # 118 - FCN = 297339.124828 Edm = 1.74508 NCalls = 857 -VariableMetric: Iteration # 119 - FCN = 297338.9391238 Edm = 2.75822 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297337.5469229 Edm = 6.63327 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297335.5534239 Edm = 13.4832 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297330.268175 Edm = 14.8852 NCalls = 867 -VariableMetric: Iteration # 123 - FCN = 297328.2113123 Edm = 6.80682 NCalls = 870 -VariableMetric: Iteration # 124 - FCN = 297325.3181423 Edm = 2.42852 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297323.8628716 Edm = 2.18701 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297323.0100902 Edm = 0.626398 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297322.7050374 Edm = 0.228391 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297322.5672209 Edm = 0.105113 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297322.4567527 Edm = 0.0657219 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297322.4156659 Edm = 0.0210762 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297322.399543 Edm = 0.0060243 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297322.3948647 Edm = 0.00236003 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297322.3934332 Edm = 0.00054121 NCalls = 891 -VariableMetric: Iteration # 134 - FCN = 297322.3927946 Edm = 9.44039e-05 NCalls = 893 -VariableMetric: Iteration # 135 - FCN = 297322.3926417 Edm = 4.31257e-05 NCalls = 895 -VariableMetric: After Hessian - FCN = 297322.3926417 Edm = 6.78429e-05 NCalls = 1372 -VariableMetric: Iteration # 136 - FCN = 297322.3926417 Edm = 6.78429e-05 NCalls = 1372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310229.4714082 Edm = 25.4767 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310229.4714082 Edm = 25.4767 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298480.9755792 Edm = 9.54744 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298091.6076537 Edm = 52.3997 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298054.871426 Edm = 3.43054 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298048.9462751 Edm = 1.68041 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298023.9039229 Edm = 26.3594 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297919.765048 Edm = 19.469 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297889.0421847 Edm = 20.3741 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297873.9799344 Edm = 4.86234 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297849.8571523 Edm = 18.7275 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297804.9069128 Edm = 77.8271 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297657.0836424 Edm = 64.2308 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297634.4972657 Edm = 16.1191 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297623.7956795 Edm = 4.35661 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297620.7550141 Edm = 0.377372 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297620.4569696 Edm = 0.0394413 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297620.3904522 Edm = 0.0297626 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297579.3908838 Edm = 9.7756 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297555.9882199 Edm = 31.8499 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297533.2524128 Edm = 2.8546 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297528.2092707 Edm = 1.11147 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297524.2107826 Edm = 1.23092 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297522.5914947 Edm = 0.286214 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297521.863424 Edm = 0.401878 NCalls = 78 -VariableMetric: Iteration # 24 - FCN = 297512.598361 Edm = 5.95207 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297489.5338875 Edm = 6.46901 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297484.0842523 Edm = 1.10263 NCalls = 87 -VariableMetric: Iteration # 27 - FCN = 297483.0211399 Edm = 0.0876706 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297482.8937936 Edm = 0.0488687 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297482.7660893 Edm = 0.00924859 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297482.7563887 Edm = 0.00554001 NCalls = 96 -VariableMetric: Iteration # 31 - FCN = 297482.7204721 Edm = 0.0307668 NCalls = 99 -VariableMetric: Iteration # 32 - FCN = 297481.9055214 Edm = 0.780057 NCalls = 104 -VariableMetric: Iteration # 33 - FCN = 297481.8054928 Edm = 0.174849 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297480.7139193 Edm = 1.12253 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297479.8829765 Edm = 0.781223 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297468.2423808 Edm = 1.15808 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297466.7306775 Edm = 0.147052 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297466.478137 Edm = 0.0300696 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297466.4218218 Edm = 0.0142537 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297466.4010829 Edm = 0.00533348 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297466.3302799 Edm = 0.0624385 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297461.6579169 Edm = 3.94279 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297437.9659876 Edm = 14.5284 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297430.6763702 Edm = 3.05336 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297427.4615703 Edm = 0.212101 NCalls = 142 -VariableMetric: Iteration # 46 - FCN = 297427.2642556 Edm = 0.0244863 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297427.2433695 Edm = 0.00841456 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297427.2146325 Edm = 0.00171412 NCalls = 147 -VariableMetric: Iteration # 49 - FCN = 297427.2113923 Edm = 0.00103091 NCalls = 149 -VariableMetric: Iteration # 50 - FCN = 297427.126283 Edm = 0.0682649 NCalls = 154 -VariableMetric: Iteration # 51 - FCN = 297422.72807 Edm = 6.55078 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297421.9668135 Edm = 1.37064 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297420.3075701 Edm = 1.51356 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297414.5583428 Edm = 4.32346 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297412.2880082 Edm = 3.14393 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297400.789445 Edm = 6.46588 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297398.6529515 Edm = 2.56398 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297395.4102899 Edm = 2.01999 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297394.5239564 Edm = 0.441447 NCalls = 184 -VariableMetric: Iteration # 60 - FCN = 297394.2775096 Edm = 0.0926248 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297394.1654482 Edm = 0.0144998 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297394.1457247 Edm = 0.00527962 NCalls = 190 -VariableMetric: Iteration # 63 - FCN = 297394.135262 Edm = 0.00238279 NCalls = 192 -VariableMetric: Iteration # 64 - FCN = 297394.1238864 Edm = 0.0101416 NCalls = 194 -VariableMetric: Iteration # 65 - FCN = 297393.9010431 Edm = 0.226521 NCalls = 199 -VariableMetric: Iteration # 66 - FCN = 297393.8697037 Edm = 0.0271761 NCalls = 202 -VariableMetric: Iteration # 67 - FCN = 297391.6805237 Edm = 2.21537 NCalls = 208 -VariableMetric: Iteration # 68 - FCN = 297383.3012562 Edm = 2.0436 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297379.9730505 Edm = 0.98709 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297379.206213 Edm = 0.11622 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297379.0980929 Edm = 0.00871912 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297379.0918678 Edm = 0.000615754 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297379.0908894 Edm = 0.00020889 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297379.0900763 Edm = 0.000776271 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297379.0801749 Edm = 0.00945271 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297378.8638062 Edm = 0.211994 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297378.0069553 Edm = 0.0192068 NCalls = 239 -VariableMetric: Iteration # 78 - FCN = 297377.985496 Edm = 0.00039327 NCalls = 240 -VariableMetric: Iteration # 79 - FCN = 297377.985012 Edm = 0.000132392 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297377.9831157 Edm = 0.00182495 NCalls = 246 -VariableMetric: Iteration # 81 - FCN = 297377.8810847 Edm = 0.0831484 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297376.1347243 Edm = 0.536047 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297375.2596207 Edm = 0.105182 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297375.1776771 Edm = 0.00791788 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297375.1692725 Edm = 0.00113072 NCalls = 263 -VariableMetric: Iteration # 86 - FCN = 297375.1671346 Edm = 0.0001959 NCalls = 265 -VariableMetric: Iteration # 87 - FCN = 297375.1668539 Edm = 0.000119746 NCalls = 267 -VariableMetric: Iteration # 88 - FCN = 297375.1643235 Edm = 0.00250785 NCalls = 271 -VariableMetric: Iteration # 89 - FCN = 297375.0334176 Edm = 0.0114861 NCalls = 278 -VariableMetric: Iteration # 90 - FCN = 297374.2032083 Edm = 0.605677 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297373.3943667 Edm = 0.562166 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297372.8773522 Edm = 0.610372 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297372.3635207 Edm = 0.0270627 NCalls = 289 -VariableMetric: Iteration # 94 - FCN = 297372.2959811 Edm = 0.0202062 NCalls = 291 -VariableMetric: Iteration # 95 - FCN = 297372.258617 Edm = 0.00603478 NCalls = 293 -VariableMetric: Iteration # 96 - FCN = 297372.2549596 Edm = 0.000548843 NCalls = 295 -VariableMetric: Iteration # 97 - FCN = 297372.2542327 Edm = 0.000133008 NCalls = 297 -VariableMetric: Iteration # 98 - FCN = 297372.2528535 Edm = 0.00111234 NCalls = 300 -VariableMetric: Iteration # 99 - FCN = 297372.1095523 Edm = 0.139393 NCalls = 305 -VariableMetric: Iteration # 100 - FCN = 297368.4911288 Edm = 0.549112 NCalls = 310 -VariableMetric: Iteration # 101 - FCN = 297367.9793163 Edm = 0.129107 NCalls = 311 -VariableMetric: Iteration # 102 - FCN = 297367.9018979 Edm = 0.0236637 NCalls = 313 -VariableMetric: Iteration # 103 - FCN = 297367.8842167 Edm = 0.00152722 NCalls = 315 -VariableMetric: Iteration # 104 - FCN = 297367.8826133 Edm = 0.000178038 NCalls = 317 -VariableMetric: Iteration # 105 - FCN = 297367.8823235 Edm = 8.57907e-05 NCalls = 319 -VariableMetric: Iteration # 106 - FCN = 297367.8814502 Edm = 0.000736242 NCalls = 322 -VariableMetric: Iteration # 107 - FCN = 297367.7036616 Edm = 0.153968 NCalls = 328 -VariableMetric: Iteration # 108 - FCN = 297366.3618093 Edm = 0.0976024 NCalls = 331 -VariableMetric: Iteration # 109 - FCN = 297366.2398976 Edm = 0.00730899 NCalls = 333 -VariableMetric: Iteration # 110 - FCN = 297366.231488 Edm = 0.000313964 NCalls = 335 -VariableMetric: Iteration # 111 - FCN = 297366.2311707 Edm = 4.07218e-05 NCalls = 336 -VariableMetric: After Hessian - FCN = 297366.2311707 Edm = 122.228 NCalls = 807 -VariableMetric: Iteration # 112 - FCN = 297366.2311707 Edm = 122.228 NCalls = 807 -VariableMetric: Iteration # 113 - FCN = 297364.6472765 Edm = 1517.71 NCalls = 812 -VariableMetric: Iteration # 114 - FCN = 297364.6449729 Edm = 12886.8 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297364.5885726 Edm = 6009.06 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297364.4545449 Edm = 6160.68 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297364.4142937 Edm = 795.646 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297364.3141443 Edm = 201.34 NCalls = 836 -VariableMetric: Iteration # 119 - FCN = 297364.047673 Edm = 392.171 NCalls = 839 -VariableMetric: Iteration # 120 - FCN = 297363.9603863 Edm = 178.48 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297363.8770827 Edm = 930.588 NCalls = 846 -VariableMetric: Iteration # 122 - FCN = 297363.3616335 Edm = 222.332 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297363.2760862 Edm = 94.6476 NCalls = 852 -VariableMetric: Iteration # 124 - FCN = 297363.2111078 Edm = 98.298 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297363.1137159 Edm = 23.5725 NCalls = 858 -VariableMetric: Iteration # 126 - FCN = 297362.948974 Edm = 22.5343 NCalls = 861 -VariableMetric: Iteration # 127 - FCN = 297361.4318819 Edm = 28.3526 NCalls = 863 -VariableMetric: Iteration # 128 - FCN = 297361.0688785 Edm = 1.96358 NCalls = 866 -VariableMetric: Iteration # 129 - FCN = 297360.9038844 Edm = 9.25125 NCalls = 868 -VariableMetric: Iteration # 130 - FCN = 297360.7514485 Edm = 2.51748 NCalls = 870 -VariableMetric: Iteration # 131 - FCN = 297360.6888442 Edm = 0.674882 NCalls = 872 -VariableMetric: Iteration # 132 - FCN = 297360.6030645 Edm = 0.670432 NCalls = 874 -VariableMetric: Iteration # 133 - FCN = 297360.4125121 Edm = 5.16229 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297360.1549096 Edm = 11.8437 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297359.4923382 Edm = 1.18072 NCalls = 881 -VariableMetric: Iteration # 136 - FCN = 297359.3519777 Edm = 5.83338 NCalls = 883 -VariableMetric: Iteration # 137 - FCN = 297358.8916251 Edm = 0.605212 NCalls = 885 -VariableMetric: Iteration # 138 - FCN = 297358.8467266 Edm = 0.266486 NCalls = 887 -VariableMetric: Iteration # 139 - FCN = 297358.6733383 Edm = 0.0889773 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297358.6643187 Edm = 0.0327873 NCalls = 891 -VariableMetric: Iteration # 141 - FCN = 297358.6479697 Edm = 0.00174261 NCalls = 893 -VariableMetric: Iteration # 142 - FCN = 297358.6462322 Edm = 0.00015754 NCalls = 895 -VariableMetric: Iteration # 143 - FCN = 297358.646086 Edm = 1.66569e-05 NCalls = 896 -VariableMetric: After Hessian - FCN = 297358.646086 Edm = 5.53583e-05 NCalls = 1389 -VariableMetric: Iteration # 144 - FCN = 297358.646086 Edm = 5.53583e-05 NCalls = 1389 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.005E+05 | Ncalls=544 (555 total) | -| EDM = 7.78E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300506.36894946656 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 4.358 | 0.004 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 0.25 | 8.14 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.499 | 0.005 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.486 | 0.005 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 3.042E-1 | 0.006E-1 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 5.327 | 0.005 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.263 | 0.013 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 5.491 | 0.030 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 0.522E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 2.849E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 10| phi_s | 1.491E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 4.691 | 0.003 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.06 | 0.05 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.329 | 0.001 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.668 | 0.001 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.986E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.365 | 0.001 | | |0.918861 | 4.08114 | | -| 17| omega_s | 0.432E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 1.568 | 0.001 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.883 | 0.003 | | | -2 | 2 | | -| 20| p4415_p | 1.713 | 0.005 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.758 | 0.003 | | | -2 | 2 | | -| 22| bplus_1 | 1.958 | 0.001 | | | -2 | 2 | | -| 23| omega_p | -0.519E1 | 0.000E1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.160 -0.156 -0.033 -0.049 0.139 -0.150 -0.160 0.058 -0.091 -0.000 -0.002 0.160 0.036 0.003 -0.151 0.021 -0.000 -0.012 0.145 -0.030 0.159 0.154 -0.008 | -| psi2s_p | -0.160 1.000 0.974 0.206 0.306 -0.866 0.939 0.997 -0.361 0.567 0.002 0.015 -0.997 -0.225 -0.020 0.940 -0.134 0.002 0.075 -0.904 0.187 -0.994 -0.963 0.051 | -| Ctt | -0.156 0.974 1.000 0.200 0.298 -0.843 0.914 0.971 -0.352 0.552 0.002 0.015 -0.971 -0.219 -0.019 0.915 -0.130 0.002 0.073 -0.880 0.182 -0.968 -0.938 0.050 | -| phi_p | -0.033 0.206 0.200 1.000 0.063 -0.178 0.193 0.205 -0.074 0.117 0.000 0.003 -0.205 -0.046 -0.004 0.193 -0.028 0.000 0.015 -0.186 0.039 -0.205 -0.198 0.011 | -| p4040_s | -0.049 0.306 0.298 0.063 1.000 -0.265 0.287 0.305 -0.110 0.173 0.000 0.005 -0.305 -0.069 -0.006 0.287 -0.041 0.000 0.023 -0.277 0.057 -0.304 -0.294 0.016 | -| Dbar_p | 0.139 -0.866 -0.843 -0.178 -0.265 1.000 -0.813 -0.864 0.313 -0.490 -0.001 -0.013 0.863 0.195 0.017 -0.813 0.116 -0.001 -0.065 0.783 -0.162 0.860 0.834 -0.045 | -| p4160_p | -0.150 0.939 0.914 0.193 0.287 -0.813 1.000 0.936 -0.339 0.532 0.001 0.014 -0.936 -0.211 -0.019 0.882 -0.126 0.001 0.070 -0.849 0.176 -0.933 -0.904 0.048 | -| jpsi_p | -0.160 0.997 0.971 0.205 0.305 -0.864 0.936 1.000 -0.360 0.565 0.002 0.015 -0.994 -0.224 -0.020 0.937 -0.133 0.002 0.075 -0.902 0.187 -0.991 -0.960 0.051 | -| p4040_p | 0.058 -0.361 -0.352 -0.074 -0.110 0.313 -0.339 -0.360 1.000 -0.205 -0.001 -0.005 0.360 0.081 0.007 -0.339 0.048 -0.001 -0.027 0.326 -0.068 0.359 0.348 -0.019 | -| DDstar_s | -0.091 0.567 0.552 0.117 0.173 -0.490 0.532 0.565 -0.205 1.000 0.001 0.008 -0.565 -0.127 -0.011 0.532 -0.076 0.001 0.042 -0.512 0.106 -0.563 -0.546 0.029 | -| phi_s | -0.000 0.002 0.002 0.000 0.000 -0.001 0.001 0.002 -0.001 0.001 1.000 0.000 -0.002 -0.000 -0.000 0.002 -0.000 0.000 0.000 -0.001 0.000 -0.002 -0.002 0.000 | -| DDstar_p | -0.002 0.015 0.015 0.003 0.005 -0.013 0.014 0.015 -0.005 0.008 0.000 1.000 -0.015 -0.003 -0.000 0.014 -0.002 0.000 0.001 -0.014 0.003 -0.015 -0.015 0.001 | -| p3770_p | 0.160 -0.997 -0.971 -0.205 -0.305 0.863 -0.936 -0.994 0.360 -0.565 -0.002 -0.015 1.000 0.224 0.020 -0.937 0.133 -0.002 -0.074 0.901 -0.187 0.991 0.960 -0.051 | -| p4415_s | 0.036 -0.225 -0.219 -0.046 -0.069 0.195 -0.211 -0.224 0.081 -0.127 -0.000 -0.003 0.224 1.000 0.004 -0.211 0.030 -0.000 -0.017 0.203 -0.042 0.224 0.217 -0.012 | -| rho_s | 0.003 -0.020 -0.019 -0.004 -0.006 0.017 -0.019 -0.020 0.007 -0.011 -0.000 -0.000 0.020 0.004 1.000 -0.019 0.003 -0.000 -0.001 0.018 -0.004 0.020 0.019 -0.001 | -| Dbar_s | -0.151 0.940 0.915 0.193 0.287 -0.813 0.882 0.937 -0.339 0.532 0.002 0.014 -0.937 -0.211 -0.019 1.000 -0.126 0.001 0.070 -0.850 0.176 -0.934 -0.905 0.048 | -| p3770_s | 0.021 -0.134 -0.130 -0.028 -0.041 0.116 -0.126 -0.133 0.048 -0.076 -0.000 -0.002 0.133 0.030 0.003 -0.126 1.000 -0.000 -0.010 0.121 -0.025 0.133 0.129 -0.007 | -| omega_s | -0.000 0.002 0.002 0.000 0.000 -0.001 0.001 0.002 -0.001 0.001 0.000 0.000 -0.002 -0.000 -0.000 0.001 -0.000 1.000 0.000 -0.001 0.000 -0.002 -0.002 0.000 | -| p4160_s | -0.012 0.075 0.073 0.015 0.023 -0.065 0.070 0.075 -0.027 0.042 0.000 0.001 -0.074 -0.017 -0.001 0.070 -0.010 0.000 1.000 -0.068 0.014 -0.074 -0.072 0.004 | -| bplus_2 | 0.145 -0.904 -0.880 -0.186 -0.277 0.783 -0.849 -0.902 0.326 -0.512 -0.001 -0.014 0.901 0.203 0.018 -0.850 0.121 -0.001 -0.068 1.000 -0.169 0.899 0.870 -0.046 | -| p4415_p | -0.030 0.187 0.182 0.039 0.057 -0.162 0.176 0.187 -0.068 0.106 0.000 0.003 -0.187 -0.042 -0.004 0.176 -0.025 0.000 0.014 -0.169 1.000 -0.186 -0.180 0.010 | -| bplus_0 | 0.159 -0.994 -0.968 -0.205 -0.304 0.860 -0.933 -0.991 0.359 -0.563 -0.002 -0.015 0.991 0.224 0.020 -0.934 0.133 -0.002 -0.074 0.899 -0.186 1.000 0.957 -0.051 | -| bplus_1 | 0.154 -0.963 -0.938 -0.198 -0.294 0.834 -0.904 -0.960 0.348 -0.546 -0.002 -0.015 0.960 0.217 0.019 -0.905 0.129 -0.002 -0.072 0.870 -0.180 0.957 1.000 -0.049 | -| omega_p | -0.008 0.051 0.050 0.011 0.016 -0.045 0.048 0.051 -0.019 0.029 0.000 0.001 -0.051 -0.012 -0.001 0.048 -0.007 0.000 0.004 -0.046 0.010 -0.051 -0.049 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.003694140680504887}), (, {'error': 8.135194568761513}), (, {'error': 0.005064520197924749}), (, {'error': 0.0051993005447741325}), (, {'error': 0.0006174053813223501}), (, {'error': 0.005499858951135472}), (, {'error': 0.012747745757675233}), (, {'error': 0.030409395883234325}), (, {'error': 0.0030698865232441364}), (, {'error': 9.356139148525289e-05}), (, {'error': 0.0007503211348955929}), (, {'error': 0.0033968463809177507}), (, {'error': 0.053909659070599414}), (, {'error': 0.0009350233894509508}), (, {'error': 0.000781721572782279}), (, {'error': 0.0006800485492542141}), (, {'error': 0.0013058040131066484}), (, {'error': 0.0006657847877469258}), (, {'error': 0.001101936197174136}), (, {'error': 0.003327398984235508}), (, {'error': 0.00487575142990293}), (, {'error': 0.0030401579109714527}), (, {'error': 0.0013320817932132023}), (, {'error': 0.0028997125614882435})]) -Toy 1/25 -Time taken: 3 min, 49 s -Projected time left: 1 h, 31 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1065 (1065 total) | -| EDM = 1.83E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297175.9378792732 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.858 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.05 | 0.23 | | | -1.5 | 1.5 | | -| 3 | phi_p | -0.05 | 0.35 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.79 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.36 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.680 | 0.025 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 4.11 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 10| phi_s | 18.0 | 1.6 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.69 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.32 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.300 | 0.029 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.20 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.1 | 1.3 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.38 | 0.10 | | | -2 | 2 | | -| 20| p4415_p | 4.02 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.48 | 0.03 | | | -2 | 2 | | -| 22| bplus_1 | 0.90 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 0.14 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.000 0.114 0.174 0.063 0.037 -0.027 -0.082 -0.008 0.001 0.157 0.020 -0.013 0.022 0.051 0.002 0.016 0.028 0.080 -0.239 0.048 -0.076 0.050 -0.056 | -| psi2s_p | -0.000 1.000 0.179 -0.005 0.003 -0.013 -0.121 0.013 -0.193 0.017 -0.006 -0.187 -0.019 0.032 -0.004 0.033 -0.436 -0.000 -0.054 -0.050 -0.047 -0.002 0.045 -0.001 | -| Ctt | 0.114 0.179 1.000 0.009 0.359 -0.350 -0.400 0.249 -0.290 -0.008 -0.019 -0.000 -0.242 0.209 -0.073 -0.003 -0.170 0.020 0.283 -0.690 0.019 0.056 0.070 0.009 | -| phi_p | 0.174 -0.005 0.009 1.000 0.009 0.006 -0.007 -0.050 -0.003 0.000 0.846 -0.004 -0.009 0.003 -0.010 0.001 -0.001 0.018 0.011 -0.033 0.006 -0.018 0.012 0.051 | -| p4040_s | 0.063 0.003 0.359 0.009 1.000 -0.120 -0.508 0.025 -0.212 -0.009 -0.009 -0.188 -0.167 0.211 -0.022 -0.006 0.089 0.006 0.092 -0.167 -0.124 -0.026 0.055 0.005 | -| Dbar_p | 0.037 -0.013 -0.350 0.006 -0.120 1.000 0.049 0.253 -0.053 -0.009 -0.009 -0.196 0.362 0.043 0.043 0.030 -0.040 -0.020 -0.091 0.096 -0.073 -0.075 -0.064 -0.003 | -| p4160_p | -0.027 -0.121 -0.400 -0.007 -0.508 0.049 1.000 -0.060 0.249 0.045 0.002 -0.064 0.173 -0.139 -0.015 0.036 -0.011 0.007 -0.145 0.041 0.296 0.026 0.036 -0.000 | -| jpsi_p | -0.082 0.013 0.249 -0.050 0.025 0.253 -0.060 1.000 -0.101 0.049 -0.029 -0.163 0.026 0.009 0.007 0.058 -0.076 -0.017 0.010 -0.233 0.017 0.104 -0.027 -0.017 | -| p4040_p | -0.008 -0.193 -0.290 -0.003 -0.212 -0.053 0.249 -0.101 1.000 0.024 -0.001 -0.037 0.136 -0.040 -0.010 0.023 -0.054 0.004 0.293 0.039 0.172 0.000 0.040 0.000 | -| DDstar_s | 0.001 0.017 -0.008 0.000 -0.009 -0.009 0.045 0.049 0.024 1.000 -0.000 0.050 0.037 -0.003 0.007 -0.002 0.030 -0.003 -0.002 0.020 0.015 -0.008 -0.014 -0.001 | -| phi_s | 0.157 -0.006 -0.019 0.846 -0.009 -0.009 0.002 -0.029 -0.001 -0.000 1.000 -0.017 -0.007 -0.006 -0.055 0.000 -0.007 0.059 -0.012 0.013 -0.006 0.057 -0.054 0.062 | -| DDstar_p | 0.020 -0.187 -0.000 -0.004 -0.188 -0.196 -0.064 -0.163 -0.037 0.050 -0.017 1.000 0.116 -0.002 0.114 0.013 0.000 -0.051 -0.106 0.274 -0.227 -0.143 -0.148 -0.015 | -| p3770_p | -0.013 -0.019 -0.242 -0.009 -0.167 0.362 0.173 0.026 0.136 0.037 -0.007 0.116 1.000 -0.067 0.017 0.051 -0.256 -0.010 -0.073 0.087 0.010 0.013 -0.098 -0.005 | -| p4415_s | 0.022 0.032 0.209 0.003 0.211 0.043 -0.139 0.009 -0.040 -0.003 -0.006 -0.002 -0.067 1.000 0.024 -0.001 0.005 -0.012 0.337 0.072 -0.157 -0.041 -0.058 -0.002 | -| rho_s | 0.051 -0.004 -0.073 -0.010 -0.022 0.043 -0.015 0.007 -0.010 0.007 -0.055 0.114 0.017 0.024 1.000 0.001 -0.003 -0.421 -0.026 0.220 -0.047 -0.373 0.310 -0.021 | -| Dbar_s | 0.002 0.033 -0.003 0.001 -0.006 0.030 0.036 0.058 0.023 -0.002 0.000 0.013 0.051 -0.001 0.001 1.000 0.036 -0.000 -0.002 0.005 0.013 -0.002 -0.005 0.000 | -| p3770_s | 0.016 -0.436 -0.170 -0.001 0.089 -0.040 -0.011 -0.076 -0.054 0.030 -0.007 0.000 -0.256 0.005 -0.003 0.036 1.000 -0.001 0.002 0.082 -0.003 -0.018 -0.008 0.000 | -| omega_s | 0.028 -0.000 0.020 0.018 0.006 -0.020 0.007 -0.017 0.004 -0.003 0.059 -0.051 -0.010 -0.012 -0.421 -0.000 -0.001 1.000 0.006 -0.085 0.017 0.169 -0.145 0.658 | -| p4160_s | 0.080 -0.054 0.283 0.011 0.092 -0.091 -0.145 0.010 0.293 -0.002 -0.012 -0.106 -0.073 0.337 -0.026 -0.002 0.002 0.006 1.000 -0.194 -0.075 -0.023 0.033 0.006 | -| bplus_2 | -0.239 -0.050 -0.690 -0.033 -0.167 0.096 0.041 -0.233 0.039 0.020 0.013 0.274 0.087 0.072 0.220 0.005 0.082 -0.085 -0.194 1.000 -0.232 -0.259 0.016 -0.034 | -| p4415_p | 0.048 -0.047 0.019 0.006 -0.124 -0.073 0.296 0.017 0.172 0.015 -0.006 -0.227 0.010 -0.157 -0.047 0.013 -0.003 0.017 -0.075 -0.232 1.000 0.014 0.104 0.007 | -| bplus_0 | -0.076 -0.002 0.056 -0.018 -0.026 -0.075 0.026 0.104 0.000 -0.008 0.057 -0.143 0.013 -0.041 -0.373 -0.002 -0.018 0.169 -0.023 -0.259 0.014 1.000 -0.913 0.038 | -| bplus_1 | 0.050 0.045 0.070 0.012 0.055 -0.064 0.036 -0.027 0.040 -0.014 -0.054 -0.148 -0.098 -0.058 0.310 -0.005 -0.008 -0.145 0.033 0.016 0.104 -0.913 1.000 -0.033 | -| omega_p | -0.056 -0.001 0.009 0.051 0.005 -0.003 -0.000 -0.017 0.000 -0.001 0.062 -0.015 -0.005 -0.002 -0.021 0.000 0.000 0.658 0.006 -0.034 0.007 0.038 -0.033 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4229839837142708}), (, {'error': 0.031480619468283066}), (, {'error': 0.22731974581213082}), (, {'error': 0.348285734861018}), (, {'error': 0.17497221532195018}), (, {'error': 0.3478092531539483}), (, {'error': 0.09472337408611775}), (, {'error': 0.025165552177940587}), (, {'error': 0.23407034356959233}), (, {'error': 0.03812097244195828}), (, {'error': 1.579065651801054}), (, {'error': 0.3593285020736321}), (, {'error': 0.1023818332136841}), (, {'error': 0.1940955651000017}), (, {'error': 0.3251852020204623}), (, {'error': 0.02947518106310404}), (, {'error': 0.22796812370206876}), (, {'error': 1.320065634376017}), (, {'error': 0.16900836444659495}), (, {'error': 0.10127694271923571}), (, {'error': 0.16222709980511585}), (, {'error': 0.034775467945901695}), (, {'error': 0.06464902756284907}), (, {'error': 0.2838548832498047})]) -Toy 2/25 -Time taken: 9 min, 6 s -Projected time left: 1 h, 44 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1203 (1203 total) | -| EDM = 4.52E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297321.36757378915 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.89 | 0.22 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.32 | 0.62 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.79 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -1.06 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.35 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.629 | 0.029 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.04 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 10| phi_s | 18.7 | 2.4 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 5.41 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.56 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.126 | 0.027 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.88 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 1.83 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.25 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.441 | 0.018 | | | -2 | 2 | | -| 22| bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 23| omega_p | 0.8 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.004 0.111 -0.164 0.073 0.035 -0.029 -0.073 -0.016 0.001 -0.143 -0.000 -0.014 0.002 0.148 0.002 0.015 0.057 0.081 0.269 -0.001 0.002 0.022 0.025 | -| psi2s_p | 0.004 1.000 0.141 -0.015 -0.116 -0.000 -0.073 0.020 -0.166 0.030 -0.015 0.096 0.069 -0.005 0.011 0.030 -0.431 -0.008 -0.123 -0.020 0.002 -0.009 0.069 -0.006 | -| Ctt | 0.111 0.141 1.000 -0.023 0.319 -0.316 -0.425 0.198 -0.375 0.005 -0.035 -0.054 -0.247 -0.008 -0.011 0.012 -0.260 -0.016 0.223 0.754 -0.004 -0.025 -0.196 -0.018 | -| phi_p | -0.164 -0.015 -0.023 1.000 -0.025 -0.006 0.000 -0.031 -0.004 0.001 0.949 0.007 0.001 -0.001 0.050 0.001 -0.016 -0.021 -0.026 -0.076 0.000 0.008 -0.014 0.052 | -| p4040_s | 0.073 -0.116 0.319 -0.025 1.000 -0.183 -0.518 -0.069 -0.208 0.017 -0.034 -0.092 -0.151 -0.014 -0.000 0.005 0.045 -0.013 0.061 0.191 -0.001 0.016 -0.033 -0.014 | -| Dbar_p | 0.035 -0.000 -0.316 -0.006 -0.183 1.000 0.079 0.273 0.011 0.006 -0.011 -0.095 0.389 -0.003 0.046 0.020 0.020 0.000 -0.135 -0.084 0.002 0.024 0.219 0.009 | -| p4160_p | -0.029 -0.073 -0.425 0.000 -0.518 0.079 1.000 0.050 0.311 0.025 0.003 0.277 0.250 0.020 0.006 0.020 0.076 0.000 -0.123 -0.165 -0.003 0.009 0.047 0.002 | -| jpsi_p | -0.073 0.020 0.198 -0.031 -0.069 0.273 0.050 1.000 -0.024 0.047 -0.024 0.326 0.155 0.002 0.030 0.043 0.008 -0.022 -0.044 0.106 0.001 -0.058 0.123 -0.015 | -| p4040_p | -0.016 -0.166 -0.375 -0.004 -0.208 0.011 0.311 -0.024 1.000 0.016 -0.003 0.185 0.217 0.012 0.002 0.017 0.008 -0.002 0.304 -0.142 -0.002 0.013 0.029 -0.002 | -| DDstar_s | 0.001 0.030 0.005 0.001 0.017 0.006 0.025 0.047 0.016 1.000 0.001 0.022 0.011 0.002 -0.002 -0.002 0.020 0.000 0.015 0.016 -0.001 0.001 -0.018 -0.000 | -| phi_s | -0.143 -0.015 -0.035 0.949 -0.034 -0.011 0.003 -0.024 -0.003 0.001 1.000 0.008 0.002 -0.001 0.035 0.000 -0.019 0.013 -0.036 -0.106 0.001 -0.004 -0.004 0.075 | -| DDstar_p | -0.000 0.096 -0.054 0.007 -0.092 -0.095 0.277 0.326 0.185 0.022 0.008 1.000 0.257 0.009 0.056 -0.005 0.214 0.008 -0.043 -0.179 0.001 0.002 0.298 0.019 | -| p3770_p | -0.014 0.069 -0.247 0.001 -0.151 0.389 0.250 0.155 0.217 0.011 0.002 0.257 1.000 0.008 0.033 0.027 -0.151 0.002 -0.056 -0.127 0.001 0.026 0.141 0.009 | -| p4415_s | 0.002 -0.005 -0.008 -0.001 -0.014 -0.003 0.020 0.002 0.012 0.002 -0.001 0.009 0.008 1.000 -0.000 0.001 0.003 -0.001 -0.013 0.007 -0.017 0.001 -0.003 -0.001 | -| rho_s | 0.148 0.011 -0.011 0.050 -0.000 0.046 0.006 0.030 0.002 -0.002 0.035 0.056 0.033 -0.000 1.000 -0.000 0.017 0.197 0.001 -0.033 -0.000 0.286 -0.208 0.426 | -| Dbar_s | 0.002 0.030 0.012 0.001 0.005 0.020 0.020 0.043 0.017 -0.002 0.000 -0.005 0.027 0.001 -0.000 1.000 0.028 0.000 0.006 0.008 -0.000 0.002 -0.005 0.000 | -| p3770_s | 0.015 -0.431 -0.260 -0.016 0.045 0.020 0.076 0.008 0.008 0.020 -0.019 0.214 -0.151 0.003 0.017 0.028 1.000 -0.007 -0.019 -0.157 0.000 0.041 0.094 -0.004 | -| omega_s | 0.057 -0.008 -0.016 -0.021 -0.013 0.000 0.000 -0.022 -0.002 0.000 0.013 0.008 0.002 -0.001 0.197 0.000 -0.007 1.000 -0.014 -0.043 0.000 0.030 -0.023 0.915 | -| p4160_s | 0.081 -0.123 0.223 -0.026 0.061 -0.135 -0.123 -0.044 0.304 0.015 -0.036 -0.043 -0.056 -0.013 0.001 0.006 -0.019 -0.014 1.000 0.223 -0.005 0.027 -0.049 -0.014 | -| bplus_2 | 0.269 -0.020 0.754 -0.076 0.191 -0.084 -0.165 0.106 -0.142 0.016 -0.106 -0.179 -0.127 0.007 -0.033 0.008 -0.157 -0.043 0.223 1.000 -0.002 -0.034 -0.245 -0.050 | -| p4415_p | -0.001 0.002 -0.004 0.000 -0.001 0.002 -0.003 0.001 -0.002 -0.001 0.001 0.001 0.001 -0.017 -0.000 -0.000 0.000 0.000 -0.005 -0.002 1.000 -0.000 -0.001 0.000 | -| bplus_0 | 0.002 -0.009 -0.025 0.008 0.016 0.024 0.009 -0.058 0.013 0.001 -0.004 0.002 0.026 0.001 0.286 0.002 0.041 0.030 0.027 -0.034 -0.000 1.000 -0.861 0.084 | -| bplus_1 | 0.022 0.069 -0.196 -0.014 -0.033 0.219 0.047 0.123 0.029 -0.018 -0.004 0.298 0.141 -0.003 -0.208 -0.005 0.094 -0.023 -0.049 -0.245 -0.001 -0.861 1.000 -0.063 | -| omega_p | 0.025 -0.006 -0.018 0.052 -0.014 0.009 0.002 -0.015 -0.002 -0.000 0.075 0.019 0.009 -0.001 0.426 0.000 -0.004 0.915 -0.014 -0.050 0.000 0.084 -0.063 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.49050923149015846}), (, {'error': 0.03167098444394867}), (, {'error': 0.22168446969173705}), (, {'error': 0.6207442106145629}), (, {'error': 0.16261834678558001}), (, {'error': 0.31381305313200736}), (, {'error': 0.12155319306667423}), (, {'error': 0.028862085312882257}), (, {'error': 0.23956733825059207}), (, {'error': 0.020289637141629346}), (, {'error': 2.4015207492581574}), (, {'error': 0.29890030296435377}), (, {'error': 0.11508877723856559}), (, {'error': 0.02745347202979871}), (, {'error': 0.3528769776439957}), (, {'error': 0.017982497342119153}), (, {'error': 0.23388203240141436}), (, {'error': 4.045092869562921}), (, {'error': 0.15455000228120097}), (, {'error': 0.08118827130718331}), (, {'error': 0.09545488384721468}), (, {'error': 0.017728308701710604}), (, {'error': 0.03645349661812858}), (, {'error': 0.5912275480749285})]) -Toy 3/25 -Time taken: 14 min, 21 s -Projected time left: 1 h, 45 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.034E+05 | Ncalls=497 (508 total) | -| EDM = 1.91E+09 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 303447.2781354177 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.460E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.184 | 0.030 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.073 | 0.002 | | | -1.5 | 1.5 | | -| 3 | phi_p | 2.215 | 0.003 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.287 | 0.000 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -5.740 | 0.004 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.365 | 0.007 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 0.5 | 9.2 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.398 | 0.003 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 2.457E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 10| phi_s | 2.210E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -4.314 | 0.003 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -0.428E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.925 | 0.000 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.015 | 0.000 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -1.425E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 16| p3770_s | 1.308 | 0.000 | | |0.918861 | 4.08114 | | -| 17| omega_s | 0.654E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.565 | 0.001 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -1.836 | 0.000 | | | -2 | 2 | | -| 20| p4415_p | -2.958 | 0.002 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 1.196 | 0.011 | | | -2 | 2 | | -| 22| bplus_1 | -1.119 | 0.007 | | | -2 | 2 | | -| 23| omega_p | 3.135E-1 | 0.029E-1 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.447 0.429 0.112 -0.125 0.430 -0.427 0.449 -0.305 -0.378 0.017 0.347 -0.266 0.132 0.056 -0.105 -0.150 -0.005 -0.055 0.254 -0.055 0.447 0.446 0.160 | -| psi2s_p | -0.447 1.000 -0.953 -0.249 0.277 -0.957 0.949 -0.997 0.678 0.839 -0.038 -0.771 0.591 -0.294 -0.125 0.233 0.334 0.010 0.123 -0.566 0.122 -0.994 -0.992 -0.357 | -| Ctt | 0.429 -0.953 1.000 0.239 -0.266 0.918 -0.911 0.956 -0.651 -0.805 0.036 0.740 -0.567 0.282 0.120 -0.224 -0.320 -0.010 -0.118 0.543 -0.117 0.954 0.951 0.342 | -| phi_p | 0.112 -0.249 0.239 1.000 -0.069 0.239 -0.238 0.249 -0.170 -0.210 0.009 0.193 -0.148 0.073 0.031 -0.058 -0.084 -0.003 -0.031 0.142 -0.030 0.249 0.248 0.089 | -| p4040_s | -0.125 0.277 -0.266 -0.069 1.000 -0.267 0.265 -0.278 0.189 0.234 -0.011 -0.215 0.165 -0.082 -0.035 0.065 0.093 0.003 0.034 -0.158 0.034 -0.278 -0.277 -0.100 | -| Dbar_p | 0.430 -0.957 0.918 0.239 -0.267 1.000 -0.914 0.960 -0.653 -0.808 0.036 0.743 -0.569 0.283 0.120 -0.224 -0.322 -0.010 -0.119 0.544 -0.117 0.957 0.955 0.343 | -| p4160_p | -0.427 0.949 -0.911 -0.238 0.265 -0.914 1.000 -0.952 0.648 0.802 -0.036 -0.737 0.565 -0.281 -0.120 0.223 0.319 0.010 0.118 -0.540 0.116 -0.950 -0.948 -0.341 | -| jpsi_p | 0.449 -0.997 0.956 0.249 -0.278 0.960 -0.952 1.000 -0.680 -0.842 0.038 0.774 -0.593 0.295 0.125 -0.234 -0.335 -0.010 -0.124 0.567 -0.122 0.997 0.995 0.358 | -| p4040_p | -0.305 0.678 -0.651 -0.170 0.189 -0.653 0.648 -0.680 1.000 0.573 -0.026 -0.527 0.404 -0.200 -0.085 0.159 0.228 0.007 0.084 -0.386 0.083 -0.679 -0.677 -0.243 | -| DDstar_s | -0.378 0.839 -0.805 -0.210 0.234 -0.808 0.802 -0.842 0.573 1.000 -0.032 -0.651 0.499 -0.248 -0.106 0.197 0.282 0.008 0.104 -0.478 0.103 -0.840 -0.837 -0.301 | -| phi_s | 0.017 -0.038 0.036 0.009 -0.011 0.036 -0.036 0.038 -0.026 -0.032 1.000 0.029 -0.022 0.011 0.005 -0.009 -0.013 -0.000 -0.005 0.022 -0.005 0.038 0.038 0.014 | -| DDstar_p | 0.347 -0.771 0.740 0.193 -0.215 0.743 -0.737 0.774 -0.527 -0.651 0.029 1.000 -0.459 0.228 0.097 -0.181 -0.259 -0.008 -0.096 0.439 -0.095 0.772 0.770 0.277 | -| p3770_p | -0.266 0.591 -0.567 -0.148 0.165 -0.569 0.565 -0.593 0.404 0.499 -0.022 -0.459 1.000 -0.175 -0.074 0.139 0.199 0.006 0.073 -0.337 0.072 -0.592 -0.590 -0.212 | -| p4415_s | 0.132 -0.294 0.282 0.073 -0.082 0.283 -0.281 0.295 -0.200 -0.248 0.011 0.228 -0.175 1.000 0.037 -0.069 -0.099 -0.003 -0.036 0.167 -0.036 0.294 0.293 0.105 | -| rho_s | 0.056 -0.125 0.120 0.031 -0.035 0.120 -0.120 0.125 -0.085 -0.106 0.005 0.097 -0.074 0.037 1.000 -0.029 -0.042 -0.001 -0.016 0.071 -0.015 0.125 0.125 0.045 | -| Dbar_s | -0.105 0.233 -0.224 -0.058 0.065 -0.224 0.223 -0.234 0.159 0.197 -0.009 -0.181 0.139 -0.069 -0.029 1.000 0.078 0.002 0.029 -0.133 0.029 -0.233 -0.233 -0.084 | -| p3770_s | -0.150 0.334 -0.320 -0.084 0.093 -0.322 0.319 -0.335 0.228 0.282 -0.013 -0.259 0.199 -0.099 -0.042 0.078 1.000 0.003 0.041 -0.190 0.041 -0.334 -0.333 -0.120 | -| omega_s | -0.005 0.010 -0.010 -0.003 0.003 -0.010 0.010 -0.010 0.007 0.008 -0.000 -0.008 0.006 -0.003 -0.001 0.002 0.003 1.000 0.001 -0.006 0.001 -0.010 -0.010 -0.004 | -| p4160_s | -0.055 0.123 -0.118 -0.031 0.034 -0.119 0.118 -0.124 0.084 0.104 -0.005 -0.096 0.073 -0.036 -0.016 0.029 0.041 0.001 1.000 -0.070 0.015 -0.123 -0.123 -0.044 | -| bplus_2 | 0.254 -0.566 0.543 0.142 -0.158 0.544 -0.540 0.567 -0.386 -0.478 0.022 0.439 -0.337 0.167 0.071 -0.133 -0.190 -0.006 -0.070 1.000 -0.069 0.566 0.564 0.203 | -| p4415_p | -0.055 0.122 -0.117 -0.030 0.034 -0.117 0.116 -0.122 0.083 0.103 -0.005 -0.095 0.072 -0.036 -0.015 0.029 0.041 0.001 0.015 -0.069 1.000 -0.122 -0.122 -0.044 | -| bplus_0 | 0.447 -0.994 0.954 0.249 -0.278 0.957 -0.950 0.997 -0.679 -0.840 0.038 0.772 -0.592 0.294 0.125 -0.233 -0.334 -0.010 -0.123 0.566 -0.122 1.000 0.992 0.357 | -| bplus_1 | 0.446 -0.992 0.951 0.248 -0.277 0.955 -0.948 0.995 -0.677 -0.837 0.038 0.770 -0.590 0.293 0.125 -0.233 -0.333 -0.010 -0.123 0.564 -0.122 0.992 1.000 0.356 | -| omega_p | 0.160 -0.357 0.342 0.089 -0.100 0.343 -0.341 0.358 -0.243 -0.301 0.014 0.277 -0.212 0.105 0.045 -0.084 -0.120 -0.004 -0.044 0.203 -0.044 0.357 0.356 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0020627774468575666}), (, {'error': 0.02956139647743461}), (, {'error': 0.0015536279897587768}), (, {'error': 0.002630864650929432}), (, {'error': 0.0004350350348589771}), (, {'error': 0.003964214009320344}), (, {'error': 0.007103747291813178}), (, {'error': 9.176958806227622}), (, {'error': 0.0032566294634623905}), (, {'error': 0.00013824238542231582}), (, {'error': 0.0014219469778957716}), (, {'error': 0.0032275991819710192}), (, {'error': 0.0024528282285625203}), (, {'error': 0.00048358123540231945}), (, {'error': 0.0004465721192510319}), (, {'error': 0.00011756618498036386}), (, {'error': 0.0004771525330919957}), (, {'error': 0.0011225513676391685}), (, {'error': 0.0006265734420094482}), (, {'error': 0.00041479061194737987}), (, {'error': 0.0024169532311213437}), (, {'error': 0.011035674604717105}), (, {'error': 0.006771939059149079}), (, {'error': 0.0028738064586883993})]) -Toy 4/25 -Time taken: 18 min, 1 -Projected time left: 1 h, 34 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1365 (1365 total) | -| EDM = 0.000159 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297299.181061554 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.15 | 0.33 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.27 | 0.24 | | | -1.5 | 1.5 | | -| 3 | phi_p | -0.16 | 0.34 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.21 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.697 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 2.90 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 10| phi_s | 16.6 | 1.4 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -2.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.56 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.92 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.44 | 0.10 | | | -2 | 2 | | -| 20| p4415_p | 5.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.484 | 0.020 | | | -2 | 2 | | -| 22| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 23| omega_p | -5.6 | 0.7 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.023 0.162 0.161 0.076 -0.002 -0.001 -0.059 0.028 -0.001 0.179 -0.025 -0.034 0.090 0.376 -0.003 -0.006 0.183 -0.002 0.286 0.022 -0.017 0.021 0.153 | -| psi2s_p | 0.023 1.000 0.189 -0.001 0.134 -0.017 0.001 0.090 -0.100 -0.000 -0.009 0.241 0.058 0.022 0.003 0.028 -0.386 -0.006 -0.001 0.093 -0.039 0.006 -0.052 -0.005 | -| Ctt | 0.162 0.189 1.000 0.004 0.504 0.007 0.001 -0.530 -0.161 0.006 -0.033 -0.170 -0.079 0.313 0.077 0.062 -0.304 0.005 -0.013 0.833 -0.141 0.046 -0.174 0.014 | -| phi_p | 0.161 -0.001 0.004 1.000 0.005 -0.001 -0.000 -0.018 0.003 -0.000 0.813 0.004 -0.011 0.007 0.061 -0.001 -0.000 -0.043 -0.000 0.023 0.003 0.005 0.003 -0.024 | -| p4040_s | 0.076 0.134 0.504 0.005 1.000 0.016 0.009 -0.234 -0.262 0.010 -0.012 -0.157 -0.151 0.047 0.049 0.005 -0.017 0.004 -0.010 0.286 -0.219 0.032 0.012 0.010 | -| Dbar_p | -0.002 -0.017 0.007 -0.001 0.016 1.000 0.000 -0.041 -0.017 -0.001 -0.000 -0.002 -0.043 0.006 -0.002 0.008 -0.024 -0.001 -0.001 0.012 -0.001 -0.002 -0.009 -0.001 | -| p4160_p | -0.001 0.001 0.001 -0.000 0.009 0.000 1.000 -0.003 -0.004 -0.000 0.000 -0.007 -0.002 -0.003 -0.000 -0.001 -0.001 0.000 -0.001 -0.001 0.003 -0.000 0.002 0.000 | -| jpsi_p | -0.059 0.090 -0.530 -0.018 -0.234 -0.041 -0.003 1.000 0.224 -0.013 -0.020 0.527 0.039 -0.120 -0.051 -0.017 0.237 -0.041 0.010 -0.380 0.122 0.012 -0.012 -0.043 | -| p4040_p | 0.028 -0.100 -0.161 0.003 -0.262 -0.017 -0.004 0.224 1.000 -0.004 -0.010 0.414 0.133 0.087 -0.004 0.025 0.136 -0.006 -0.001 -0.012 0.020 0.024 -0.090 -0.005 | -| DDstar_s | -0.001 -0.000 0.006 -0.000 0.010 -0.001 -0.000 -0.013 -0.004 1.000 -0.000 0.008 -0.024 0.010 -0.004 -0.001 -0.012 0.000 -0.000 0.015 0.002 -0.002 -0.025 -0.001 | -| phi_s | 0.179 -0.009 -0.033 0.813 -0.012 -0.000 0.000 -0.020 -0.010 -0.000 1.000 0.006 -0.007 -0.016 0.078 0.000 -0.005 0.032 0.000 -0.044 -0.004 -0.015 0.022 0.041 | -| DDstar_p | -0.025 0.241 -0.170 0.004 -0.157 -0.002 -0.007 0.527 0.414 0.008 0.006 1.000 0.073 0.056 -0.054 -0.024 0.199 0.006 0.011 -0.056 0.181 -0.025 -0.224 -0.001 | -| p3770_p | -0.034 0.058 -0.079 -0.011 -0.151 -0.043 -0.002 0.039 0.133 -0.024 -0.007 0.073 1.000 -0.001 -0.020 -0.046 -0.254 -0.012 0.004 -0.018 0.098 0.019 -0.064 -0.013 | -| p4415_s | 0.090 0.022 0.313 0.007 0.047 0.006 -0.003 -0.120 0.087 0.010 -0.016 0.056 -0.001 1.000 0.044 0.018 -0.030 0.001 0.002 0.263 -0.021 0.043 -0.038 0.007 | -| rho_s | 0.376 0.003 0.077 0.061 0.049 -0.002 -0.000 -0.051 -0.004 -0.004 0.078 -0.054 -0.020 0.044 1.000 -0.006 -0.010 0.242 -0.001 0.089 -0.010 0.203 -0.159 0.398 | -| Dbar_s | -0.003 0.028 0.062 -0.001 0.005 0.008 -0.001 -0.017 0.025 -0.001 0.000 -0.024 -0.046 0.018 -0.006 1.000 0.013 0.000 -0.000 0.025 0.014 -0.005 -0.035 -0.000 | -| p3770_s | -0.006 -0.386 -0.304 -0.000 -0.017 -0.024 -0.001 0.237 0.136 -0.012 -0.005 0.199 -0.254 -0.030 -0.010 0.013 1.000 -0.008 0.004 -0.173 0.045 0.031 -0.009 -0.008 | -| omega_s | 0.183 -0.006 0.005 -0.043 0.004 -0.001 0.000 -0.041 -0.006 0.000 0.032 0.006 -0.012 0.001 0.242 0.000 -0.008 1.000 -0.000 0.008 -0.000 -0.017 0.015 0.943 | -| p4160_s | -0.002 -0.001 -0.013 -0.000 -0.010 -0.001 -0.001 0.010 -0.001 -0.000 0.000 0.011 0.004 0.002 -0.001 -0.000 0.004 -0.000 1.000 -0.006 0.008 -0.001 -0.003 -0.000 | -| bplus_2 | 0.286 0.093 0.833 0.023 0.286 0.012 -0.001 -0.380 -0.012 0.015 -0.044 -0.056 -0.018 0.263 0.089 0.025 -0.173 0.008 -0.006 1.000 0.097 -0.054 -0.174 0.017 | -| p4415_p | 0.022 -0.039 -0.141 0.003 -0.219 -0.001 0.003 0.122 0.020 0.002 -0.004 0.181 0.098 -0.021 -0.010 0.014 0.045 -0.000 0.008 0.097 1.000 -0.001 -0.140 -0.001 | -| bplus_0 | -0.017 0.006 0.046 0.005 0.032 -0.002 -0.000 0.012 0.024 -0.002 -0.015 -0.025 0.019 0.043 0.203 -0.005 0.031 -0.017 -0.001 -0.054 -0.001 1.000 -0.906 0.016 | -| bplus_1 | 0.021 -0.052 -0.174 0.003 0.012 -0.009 0.002 -0.012 -0.090 -0.025 0.022 -0.224 -0.064 -0.038 -0.159 -0.035 -0.009 0.015 -0.003 -0.174 -0.140 -0.906 1.000 -0.013 | -| omega_p | 0.153 -0.005 0.014 -0.024 0.010 -0.001 0.000 -0.043 -0.005 -0.001 0.041 -0.001 -0.013 0.007 0.398 -0.000 -0.008 0.943 -0.000 0.017 -0.001 0.016 -0.013 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3337191737483076}), (, {'error': 0.03268807102063853}), (, {'error': 0.2401083367683634}), (, {'error': 0.3414681405710791}), (, {'error': 0.17965989294757412}), (, {'error': 0.06361077503627754}), (, {'error': 0.009894506957988103}), (, {'error': 0.03143498772405939}), (, {'error': 0.13433001355931928}), (, {'error': 0.014351722763121078}), (, {'error': 1.3528942260635466}), (, {'error': 0.33610622379086874}), (, {'error': 0.09840365173379251}), (, {'error': 0.1872877949567055}), (, {'error': 0.3586360583640013}), (, {'error': 0.03654531551224616}), (, {'error': 0.22994210510698077}), (, {'error': 4.194620857102924}), (, {'error': 0.009780105566969954}), (, {'error': 0.10036523006458731}), (, {'error': 0.3521679620085836}), (, {'error': 0.020193912110486156}), (, {'error': 0.03813245502401785}), (, {'error': 0.6912312200551964})]) -Toy 5/25 -Time taken: 23 min, 58 s -Projected time left: 1 h, 35 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1318 (1318 total) | -| EDM = 2.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297424.50746057497 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.50 | 0.13 | | | -1.5 | 1.5 | | -| 3 | phi_p | -6.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.88 | 0.15 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 2.66 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.70 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.31 | 0.17 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | | -| 10| phi_s | 18.8 | 1.6 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -0.24 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.29 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.32 | 0.20 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.37 | 0.22 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.4 | 1.6 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 0.717 | 0.021 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.36 | 0.05 | | | -2 | 2 | | -| 20| p4415_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.450 | 0.018 | | | -2 | 2 | | -| 22| bplus_1 | -0.84 | 0.03 | | | -2 | 2 | | -| 23| omega_p | 0.25 | 0.43 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.001 0.009 -0.050 -0.004 0.023 -0.000 -0.039 0.027 0.001 -0.026 0.007 0.004 0.034 0.078 0.000 0.023 0.166 0.001 0.144 -0.005 -0.051 0.064 0.065 | -| psi2s_p | -0.001 1.000 0.018 -0.005 0.028 0.147 0.003 0.092 -0.174 0.013 -0.008 0.169 0.198 -0.112 0.019 0.022 -0.381 -0.010 0.000 -0.174 0.017 0.004 0.113 -0.006 | -| Ctt | 0.009 0.018 1.000 -0.001 0.100 -0.023 -0.000 0.059 -0.054 0.002 -0.005 0.006 -0.039 0.018 0.007 0.006 -0.089 -0.005 -0.005 0.277 -0.005 -0.007 -0.046 -0.001 | -| phi_p | -0.050 -0.005 -0.001 1.000 0.001 0.006 0.000 -0.021 -0.009 0.000 0.864 0.007 0.001 -0.008 0.025 0.001 -0.006 -0.075 -0.000 -0.026 0.001 0.012 -0.011 -0.027 | -| p4040_s | -0.004 0.028 0.100 0.001 1.000 -0.009 0.009 -0.125 -0.238 -0.001 0.003 -0.132 -0.164 -0.265 0.007 -0.016 0.116 -0.000 -0.018 -0.249 0.035 0.011 0.083 -0.000 | -| Dbar_p | 0.023 0.147 -0.023 0.006 -0.009 1.000 0.002 0.450 -0.016 0.002 -0.013 -0.115 0.432 -0.062 0.056 0.015 0.130 -0.023 0.004 0.135 0.008 0.048 0.113 -0.005 | -| p4160_p | -0.000 0.003 -0.000 0.000 0.009 0.002 1.000 0.001 -0.003 -0.000 0.000 -0.000 0.000 0.003 -0.000 -0.000 -0.000 0.000 -0.003 -0.002 -0.000 -0.000 0.000 -0.000 | -| jpsi_p | -0.039 0.092 0.059 -0.021 -0.125 0.450 0.001 1.000 0.121 0.013 -0.010 0.416 0.300 0.048 0.015 0.018 0.206 -0.028 0.015 0.025 -0.003 -0.035 0.107 -0.031 | -| p4040_p | 0.027 -0.174 -0.054 -0.009 -0.238 -0.016 -0.003 0.121 1.000 0.019 -0.026 0.270 0.162 0.073 0.028 0.031 0.094 -0.015 -0.007 0.215 -0.015 0.024 -0.009 -0.002 | -| DDstar_s | 0.001 0.013 0.002 0.000 -0.001 0.002 -0.000 0.013 0.019 1.000 -0.000 0.010 -0.001 0.017 -0.004 -0.001 0.007 0.002 0.001 0.024 -0.003 0.001 -0.024 0.001 | -| phi_s | -0.026 -0.008 -0.005 0.864 0.003 -0.013 0.000 -0.010 -0.026 -0.000 1.000 -0.002 -0.007 -0.025 -0.009 0.000 -0.024 -0.020 -0.001 -0.088 0.004 -0.014 0.006 0.013 | -| DDstar_p | 0.007 0.169 0.006 0.007 -0.132 -0.115 -0.000 0.416 0.270 0.010 -0.002 1.000 0.221 0.109 0.030 -0.004 0.255 -0.012 0.020 -0.022 -0.012 0.025 0.092 -0.003 | -| p3770_p | 0.004 0.198 -0.039 0.001 -0.164 0.432 0.000 0.300 0.162 -0.001 -0.007 0.221 1.000 0.075 0.029 0.013 -0.093 -0.017 0.014 0.098 -0.008 0.035 0.037 -0.008 | -| p4415_s | 0.034 -0.112 0.018 -0.008 -0.265 -0.062 0.003 0.048 0.073 0.017 -0.025 0.109 0.075 1.000 0.021 0.014 0.046 -0.010 0.017 0.337 -0.134 0.024 -0.087 0.002 | -| rho_s | 0.078 0.019 0.007 0.025 0.007 0.056 -0.000 0.015 0.028 -0.004 -0.009 0.030 0.029 0.021 1.000 -0.003 0.036 -0.322 0.001 0.035 -0.004 0.299 -0.251 -0.081 | -| Dbar_s | 0.000 0.022 0.006 0.001 -0.016 0.015 -0.000 0.018 0.031 -0.001 0.000 -0.004 0.013 0.014 -0.003 1.000 0.032 0.001 0.002 -0.006 -0.002 0.002 -0.012 0.001 | -| p3770_s | 0.023 -0.381 -0.089 -0.006 0.116 0.130 -0.000 0.206 0.094 0.007 -0.024 0.255 -0.093 0.046 0.036 0.032 1.000 -0.019 0.004 0.147 -0.008 0.047 0.017 -0.005 | -| omega_s | 0.166 -0.010 -0.005 -0.075 -0.000 -0.023 0.000 -0.028 -0.015 0.002 -0.020 -0.012 -0.017 -0.010 -0.322 0.001 -0.019 1.000 -0.001 -0.005 0.002 -0.133 0.119 0.823 | -| p4160_s | 0.001 0.000 -0.005 -0.000 -0.018 0.004 -0.003 0.015 -0.007 0.001 -0.001 0.020 0.014 0.017 0.001 0.002 0.004 -0.001 1.000 0.020 -0.003 0.001 -0.004 -0.000 | -| bplus_2 | 0.144 -0.174 0.277 -0.026 -0.249 0.135 -0.002 0.025 0.215 0.024 -0.088 -0.022 0.098 0.337 0.035 -0.006 0.147 -0.005 0.020 1.000 -0.035 -0.092 -0.067 0.031 | -| p4415_p | -0.005 0.017 -0.005 0.001 0.035 0.008 -0.000 -0.003 -0.015 -0.003 0.004 -0.012 -0.008 -0.134 -0.004 -0.002 -0.008 0.002 -0.003 -0.035 1.000 -0.004 0.006 -0.000 | -| bplus_0 | -0.051 0.004 -0.007 0.012 0.011 0.048 -0.000 -0.035 0.024 0.001 -0.014 0.025 0.035 0.024 0.299 0.002 0.047 -0.133 0.001 -0.092 -0.004 1.000 -0.935 -0.075 | -| bplus_1 | 0.064 0.113 -0.046 -0.011 0.083 0.113 0.000 0.107 -0.009 -0.024 0.006 0.092 0.037 -0.087 -0.251 -0.012 0.017 0.119 -0.004 -0.067 0.006 -0.935 1.000 0.073 | -| omega_p | 0.065 -0.006 -0.001 -0.027 -0.000 -0.005 -0.000 -0.031 -0.002 0.001 0.013 -0.003 -0.008 0.002 -0.081 0.001 -0.005 0.823 -0.000 0.031 -0.000 -0.075 0.073 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.370120677146609}), (, {'error': 0.03244952433173687}), (, {'error': 0.13000843406123352}), (, {'error': 0.3440025797166437}), (, {'error': 0.15347027385045325}), (, {'error': 0.2787285794929515}), (, {'error': 0.01036772117675877}), (, {'error': 0.0316317615353956}), (, {'error': 0.1732753432132963}), (, {'error': 0.012562437128800175}), (, {'error': 1.5557927376930163}), (, {'error': 0.2733809810299146}), (, {'error': 0.1045488065114677}), (, {'error': 0.1990172320252673}), (, {'error': 0.3474617028362632}), (, {'error': 0.016110072953675197}), (, {'error': 0.22301714932486805}), (, {'error': 1.5913845625947065}), (, {'error': 0.02084967780189073}), (, {'error': 0.05140621299798509}), (, {'error': 0.07611729043054183}), (, {'error': 0.018077894587549048}), (, {'error': 0.03332958574693934}), (, {'error': 0.4304252225383447})]) -Toy 6/25 -Time taken: 29 min, 55 s -Projected time left: 1 h, 34 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1911 (1911 total) | -| EDM = 0.000392 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297427.6872035799 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.20 | 0.67 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.87 | 0.27 | | | -1.5 | 1.5 | | -| 3 | phi_p | -0.34 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.005 | 0.038 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 1.0 | 0.9 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.43 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -4.61 | 0.05 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.12 | 0.39 | | | -0.3 | 0.3 | | -| 10| phi_s | 15.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -0.17 | 3.01 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.50 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.74 | 0.25 | | |0.918861 | 4.08114 | | -| 17| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.17 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.37 | 0.07 | | | -2 | 2 | | -| 20| p4415_p | -2.47 | 0.27 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.365 | 0.013 | | | -2 | 2 | | -| 22| bplus_1 | 0.665 | 0.030 | | | -2 | 2 | | -| 23| omega_p | 0.51 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.060 -0.035 0.079 0.002 -0.101 0.093 0.089 -0.005 -0.124 0.106 -0.101 0.000 -0.045 0.050 -0.046 0.008 -0.073 0.074 -0.276 0.120 0.167 -0.024 -0.180 | -| psi2s_p | 0.060 1.000 -0.173 0.011 0.014 -0.248 0.430 0.523 -0.017 -0.441 0.024 -0.511 0.220 -0.053 -0.119 -0.139 -0.138 -0.015 0.088 -0.060 0.373 0.133 0.271 -0.051 | -| Ctt | -0.035 -0.173 1.000 -0.015 -0.032 0.804 -0.609 -0.709 0.027 0.742 -0.056 0.748 -0.249 0.138 0.169 0.352 -0.021 0.022 0.020 -0.245 -0.452 -0.149 -0.311 0.073 | -| phi_p | 0.079 0.011 -0.015 1.000 0.001 -0.016 0.018 0.017 -0.001 -0.017 0.612 -0.022 0.003 -0.003 0.035 -0.010 0.004 0.024 0.008 -0.017 0.017 -0.008 0.010 0.000 | -| p4040_s | 0.002 0.014 -0.032 0.001 1.000 -0.010 0.047 0.035 -0.376 -0.020 0.002 -0.033 0.029 -0.014 -0.007 -0.007 0.013 -0.001 0.026 0.005 0.032 0.007 0.014 -0.003 | -| Dbar_p | -0.101 -0.248 0.804 -0.016 -0.010 1.000 -0.548 -0.654 0.019 0.866 -0.029 0.834 -0.215 0.037 0.163 0.375 0.186 0.023 -0.201 0.188 -0.543 -0.200 -0.393 0.071 | -| p4160_p | 0.093 0.430 -0.609 0.018 0.047 -0.548 1.000 0.770 -0.034 -0.699 0.040 -0.804 0.332 -0.166 -0.183 -0.238 0.188 -0.025 0.066 -0.084 0.670 0.207 0.414 -0.079 | -| jpsi_p | 0.089 0.523 -0.709 0.017 0.035 -0.654 0.770 1.000 -0.036 -0.794 0.036 -0.887 0.281 -0.141 -0.186 -0.323 0.173 -0.021 0.120 0.014 0.627 0.179 0.427 -0.082 | -| p4040_p | -0.005 -0.017 0.027 -0.001 -0.376 0.019 -0.034 -0.036 1.000 0.031 -0.002 0.036 -0.020 0.005 0.008 0.008 -0.012 0.001 -0.024 0.003 -0.031 -0.009 -0.020 0.004 | -| DDstar_s | -0.124 -0.441 0.742 -0.017 -0.020 0.866 -0.699 -0.794 0.031 1.000 -0.057 0.886 -0.164 0.115 0.257 0.367 0.058 0.034 -0.229 0.223 -0.688 -0.318 -0.587 0.114 | -| phi_s | 0.106 0.024 -0.056 0.612 0.002 -0.029 0.040 0.036 -0.002 -0.057 1.000 -0.046 0.008 -0.009 0.007 -0.007 -0.004 -0.013 -0.017 0.062 0.024 0.070 0.003 -0.015 | -| DDstar_p | -0.101 -0.511 0.748 -0.022 -0.033 0.834 -0.804 -0.887 0.036 0.886 -0.046 1.000 -0.322 0.120 0.200 0.303 -0.088 0.029 -0.182 0.094 -0.689 -0.228 -0.444 0.084 | -| p3770_p | 0.000 0.220 -0.249 0.003 0.029 -0.215 0.332 0.281 -0.020 -0.164 0.008 -0.322 1.000 -0.097 -0.034 -0.222 -0.053 -0.003 -0.029 0.042 0.199 0.045 0.012 -0.012 | -| p4415_s | -0.045 -0.053 0.138 -0.003 -0.014 0.037 -0.166 -0.141 0.005 0.115 -0.009 0.120 -0.097 1.000 0.060 -0.003 -0.060 0.008 0.308 0.160 -0.198 -0.085 -0.184 0.028 | -| rho_s | 0.050 -0.119 0.169 0.035 -0.007 0.163 -0.183 -0.186 0.008 0.257 0.007 0.200 -0.034 0.060 1.000 0.054 -0.002 0.061 -0.019 0.036 -0.163 -0.329 -0.031 0.405 | -| Dbar_s | -0.046 -0.139 0.352 -0.010 -0.007 0.375 -0.238 -0.323 0.008 0.367 -0.007 0.303 -0.222 -0.003 0.054 1.000 0.021 0.009 -0.050 0.049 -0.207 -0.056 -0.139 0.022 | -| p3770_s | 0.008 -0.138 -0.021 0.004 0.013 0.186 0.188 0.173 -0.012 0.058 -0.004 -0.088 -0.053 -0.060 -0.002 0.021 1.000 0.000 -0.004 0.131 0.086 -0.021 -0.036 0.000 | -| omega_s | -0.073 -0.015 0.022 0.024 -0.001 0.023 -0.025 -0.021 0.001 0.034 -0.013 0.029 -0.003 0.008 0.061 0.009 0.000 1.000 -0.005 0.012 -0.023 -0.040 -0.004 -0.567 | -| p4160_s | 0.074 0.088 0.020 0.008 0.026 -0.201 0.066 0.120 -0.024 -0.229 -0.017 -0.182 -0.029 0.308 -0.019 -0.050 -0.004 -0.005 1.000 -0.201 0.097 0.037 0.099 -0.009 | -| bplus_2 | -0.276 -0.060 -0.245 -0.017 0.005 0.188 -0.084 0.014 0.003 0.223 0.062 0.094 0.042 0.160 0.036 0.049 0.131 0.012 -0.201 1.000 -0.234 -0.257 -0.225 0.031 | -| p4415_p | 0.120 0.373 -0.452 0.017 0.032 -0.543 0.670 0.627 -0.031 -0.688 0.024 -0.689 0.199 -0.198 -0.163 -0.207 0.086 -0.023 0.097 -0.234 1.000 0.198 0.423 -0.072 | -| bplus_0 | 0.167 0.133 -0.149 -0.008 0.007 -0.200 0.207 0.179 -0.009 -0.318 0.070 -0.228 0.045 -0.085 -0.329 -0.056 -0.021 -0.040 0.037 -0.257 0.198 1.000 -0.415 -0.161 | -| bplus_1 | -0.024 0.271 -0.311 0.010 0.014 -0.393 0.414 0.427 -0.020 -0.587 0.003 -0.444 0.012 -0.184 -0.031 -0.139 -0.036 -0.004 0.099 -0.225 0.423 -0.415 1.000 -0.001 | -| omega_p | -0.180 -0.051 0.073 0.000 -0.003 0.071 -0.079 -0.082 0.004 0.114 -0.015 0.084 -0.012 0.028 0.405 0.022 0.000 -0.567 -0.009 0.031 -0.072 -0.161 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6692670139511825}), (, {'error': 0.03782502898211604}), (, {'error': 0.27208294577721204}), (, {'error': 0.21500184325500227}), (, {'error': 0.037724021243867034}), (, {'error': 0.9366451064058836}), (, {'error': 0.15893963994326832}), (, {'error': 0.054587130189399424}), (, {'error': 8.395271986815803}), (, {'error': 0.3871854538651109}), (, {'error': 1.103884387130619}), (, {'error': 3.013851359201209}), (, {'error': 0.11900351593831338}), (, {'error': 0.19484289149871747}), (, {'error': 0.3703778641646322}), (, {'error': 0.11443148170217657}), (, {'error': 0.25135051948056697}), (, {'error': 4.01129834813962}), (, {'error': 0.15842966306103268}), (, {'error': 0.06757996771435582}), (, {'error': 0.27462507821244087}), (, {'error': 0.01329532672503253}), (, {'error': 0.02977371967077258}), (, {'error': 0.25399714004286267})]) -Toy 7/25 -Time taken: 37 min, 17 s -Projected time left: 1 h, 35 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1384 (1384 total) | -| EDM = 1.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297140.74189904216 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.91 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.917 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.70 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.90 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 4.98 | 0.29 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.625 | 0.024 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.75 | 0.20 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 10| phi_s | 17.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 1.51 | 0.31 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.58 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.97 | 0.20 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.6 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 5.8 | 1.4 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.29 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | 4.19 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.417 | 0.031 | | | -2 | 2 | | -| 22| bplus_1 | 0.77 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 0.25 | 0.35 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.003 0.103 0.027 0.041 0.017 -0.004 -0.078 0.019 -0.001 0.072 -0.015 -0.015 0.012 0.145 0.001 0.023 0.121 0.066 -0.262 0.051 0.065 -0.067 -0.062 | -| psi2s_p | 0.003 1.000 0.236 -0.000 0.058 -0.042 -0.149 -0.013 -0.220 0.019 -0.008 -0.101 -0.027 0.030 0.008 0.022 -0.439 -0.007 -0.057 -0.048 -0.073 -0.019 0.033 -0.003 | -| Ctt | 0.103 0.236 1.000 0.001 0.360 -0.297 -0.340 0.274 -0.177 -0.008 -0.052 -0.050 -0.226 0.206 -0.011 -0.001 -0.129 0.003 0.260 -0.674 0.004 0.022 0.087 0.002 | -| phi_p | 0.027 -0.000 0.001 1.000 0.001 -0.001 -0.000 -0.005 0.000 -0.000 0.121 -0.002 -0.001 -0.000 -0.000 -0.000 0.000 0.010 0.001 -0.005 0.001 0.005 -0.004 0.009 | -| p4040_s | 0.041 0.058 0.360 0.001 1.000 -0.038 -0.517 0.030 -0.187 -0.005 -0.028 -0.132 -0.157 0.155 0.016 -0.005 0.111 -0.007 -0.033 -0.102 -0.197 -0.035 0.019 -0.002 | -| Dbar_p | 0.017 -0.042 -0.297 -0.001 -0.038 1.000 -0.021 0.171 -0.115 0.000 -0.023 -0.151 0.262 0.025 0.040 0.020 -0.066 -0.020 -0.072 0.065 -0.095 -0.038 -0.083 -0.008 | -| p4160_p | -0.004 -0.149 -0.340 -0.000 -0.517 -0.021 1.000 -0.066 0.075 0.039 0.003 0.025 0.165 -0.063 -0.012 0.024 -0.032 0.005 -0.121 -0.002 0.278 0.002 0.046 0.001 | -| jpsi_p | -0.078 -0.013 0.274 -0.005 0.030 0.171 -0.066 1.000 -0.105 0.050 0.030 -0.035 -0.006 -0.008 -0.023 0.041 -0.066 -0.011 -0.011 -0.193 -0.004 0.110 -0.056 -0.012 | -| p4040_p | 0.019 -0.220 -0.177 0.000 -0.187 -0.115 0.075 -0.105 1.000 0.023 -0.015 -0.045 0.103 0.054 0.004 0.016 -0.038 -0.002 0.334 -0.018 0.097 -0.039 0.069 -0.001 | -| DDstar_s | -0.001 0.019 -0.008 -0.000 -0.005 0.000 0.039 0.050 0.023 1.000 -0.000 0.036 0.031 -0.003 0.002 -0.001 0.025 -0.001 0.002 0.009 0.014 0.001 -0.011 -0.000 | -| phi_s | 0.072 -0.008 -0.052 0.121 -0.028 -0.023 0.003 0.030 -0.015 -0.000 1.000 -0.017 0.008 -0.014 -0.071 -0.000 -0.017 0.095 -0.041 0.089 -0.027 0.153 -0.139 0.049 | -| DDstar_p | -0.015 -0.101 -0.050 -0.002 -0.132 -0.151 0.025 -0.035 -0.045 0.036 -0.017 1.000 0.166 -0.036 0.081 0.005 0.076 -0.042 -0.088 0.261 -0.136 -0.059 -0.201 -0.018 | -| p3770_p | -0.015 -0.027 -0.226 -0.001 -0.157 0.262 0.165 -0.006 0.103 0.031 0.008 0.166 1.000 -0.075 -0.007 0.035 -0.233 -0.000 -0.058 0.077 0.032 0.051 -0.113 -0.002 | -| p4415_s | 0.012 0.030 0.206 -0.000 0.155 0.025 -0.063 -0.008 0.054 -0.003 -0.014 -0.036 -0.075 1.000 0.022 -0.001 0.017 -0.011 0.323 0.067 -0.150 -0.024 -0.059 -0.004 | -| rho_s | 0.145 0.008 -0.011 -0.000 0.016 0.040 -0.012 -0.023 0.004 0.002 -0.071 0.081 -0.007 0.022 1.000 0.000 0.004 -0.401 0.016 0.077 -0.006 -0.388 0.331 -0.082 | -| Dbar_s | 0.001 0.022 -0.001 -0.000 -0.005 0.020 0.024 0.041 0.016 -0.001 -0.000 0.005 0.035 -0.001 0.000 1.000 0.023 0.000 -0.000 0.002 0.008 0.001 -0.004 0.000 | -| p3770_s | 0.023 -0.439 -0.129 0.000 0.111 -0.066 -0.032 -0.066 -0.038 0.025 -0.017 0.076 -0.233 0.017 0.004 0.023 1.000 -0.003 0.018 0.056 -0.015 -0.012 -0.028 -0.001 | -| omega_s | 0.121 -0.007 0.003 0.010 -0.007 -0.020 0.005 -0.011 -0.002 -0.001 0.095 -0.042 -0.000 -0.011 -0.401 0.000 -0.003 1.000 -0.006 -0.052 0.004 0.210 -0.185 0.670 | -| p4160_s | 0.066 -0.057 0.260 0.001 -0.033 -0.072 -0.121 -0.011 0.334 0.002 -0.041 -0.088 -0.058 0.323 0.016 -0.000 0.018 -0.006 1.000 -0.156 -0.150 -0.041 0.028 -0.002 | -| bplus_2 | -0.262 -0.048 -0.674 -0.005 -0.102 0.065 -0.002 -0.193 -0.018 0.009 0.089 0.261 0.077 0.067 0.077 0.002 0.056 -0.052 -0.156 1.000 -0.236 -0.145 -0.070 -0.024 | -| p4415_p | 0.051 -0.073 0.004 0.001 -0.197 -0.095 0.278 -0.004 0.097 0.014 -0.027 -0.136 0.032 -0.150 -0.006 0.008 -0.015 0.004 -0.150 -0.236 1.000 -0.031 0.125 0.002 | -| bplus_0 | 0.065 -0.019 0.022 0.005 -0.035 -0.038 0.002 0.110 -0.039 0.001 0.153 -0.059 0.051 -0.024 -0.388 0.001 -0.012 0.210 -0.041 -0.145 -0.031 1.000 -0.930 0.081 | -| bplus_1 | -0.067 0.033 0.087 -0.004 0.019 -0.083 0.046 -0.056 0.069 -0.011 -0.139 -0.201 -0.113 -0.059 0.331 -0.004 -0.028 -0.185 0.028 -0.070 0.125 -0.930 1.000 -0.072 | -| omega_p | -0.062 -0.003 0.002 0.009 -0.002 -0.008 0.001 -0.012 -0.001 -0.000 0.049 -0.018 -0.002 -0.004 -0.082 0.000 -0.001 0.670 -0.002 -0.024 0.002 0.081 -0.072 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.24208654252653705}), (, {'error': 0.03128312967654168}), (, {'error': 0.2044844688949562}), (, {'error': 0.06645895938459745}), (, {'error': 0.1767844691949178}), (, {'error': 0.2868928672560216}), (, {'error': 0.09678053379993257}), (, {'error': 0.02407072363280438}), (, {'error': 0.1973315600281218}), (, {'error': 0.02193554568145814}), (, {'error': 0.894456723643767}), (, {'error': 0.3110046031073517}), (, {'error': 0.09194084825970772}), (, {'error': 0.19772543875066156}), (, {'error': 0.33302795148605957}), (, {'error': 0.016821006253051385}), (, {'error': 0.2285034423202732}), (, {'error': 1.3676276336708728}), (, {'error': 0.17148423780569577}), (, {'error': 0.08345139562790882}), (, {'error': 0.21831166425788595}), (, {'error': 0.03143288069024208}), (, {'error': 0.05991835604452511}), (, {'error': 0.3497728997151315})]) -Toy 8/25 -Time taken: 43 min, 33 s -Projected time left: 1 h, 32 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=357 (357 total) | -| EDM = 1.22E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297084.2555705972 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.82 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.32 | 0.23 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.60 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.38 | 0.19 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -5.7 | 1.1 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.76 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.95 | 0.21 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | -| 10| phi_s | 17.2 | 1.3 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 0.7 | 1.0 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -3.24 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.23 | 0.20 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.1 | 0.3 | | |0.918861 | 4.08114 | | -| 17| omega_s | 6.9 | 1.9 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.15 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.19 | 0.10 | | | -2 | 2 | | -| 20| p4415_p | -2.62 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.486 | 0.014 | | | -2 | 2 | | -| 22| bplus_1 | -0.98 | 0.04 | | | -2 | 2 | | -| 23| omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.034 0.022 -0.222 0.069 0.080 -0.062 -0.039 -0.054 -0.068 -0.140 -0.083 -0.064 0.031 0.170 0.061 -0.043 0.267 0.067 0.248 0.014 -0.051 -0.012 0.172 | -| psi2s_p | -0.034 1.000 0.505 0.015 -0.154 -0.527 0.348 0.404 0.342 0.177 0.020 0.331 0.340 -0.122 0.008 -0.318 0.245 -0.007 -0.075 -0.165 0.185 0.020 0.081 -0.005 | -| Ctt | 0.022 0.505 1.000 0.011 -0.066 -0.657 0.270 0.176 0.362 0.141 0.005 0.518 0.365 -0.045 0.036 -0.547 0.415 -0.004 0.061 0.096 0.140 0.032 0.099 0.002 | -| phi_p | -0.222 0.015 0.011 1.000 -0.026 -0.035 0.027 -0.000 0.025 0.035 0.770 0.037 0.030 -0.013 -0.012 -0.024 0.020 -0.128 -0.022 -0.074 -0.001 0.022 0.007 -0.090 | -| p4040_s | 0.069 -0.154 -0.066 -0.026 1.000 0.432 -0.607 -0.173 -0.470 -0.372 -0.038 -0.505 -0.382 0.300 -0.048 0.284 -0.213 0.033 0.153 0.308 -0.249 -0.099 -0.239 0.026 | -| Dbar_p | 0.080 -0.527 -0.657 -0.035 0.432 1.000 -0.701 -0.546 -0.748 -0.387 -0.050 -0.842 -0.657 0.318 -0.048 0.686 -0.717 0.026 0.177 0.466 -0.303 -0.111 -0.296 0.019 | -| p4160_p | -0.062 0.348 0.270 0.027 -0.607 -0.701 1.000 0.514 0.679 0.547 0.035 0.594 0.612 -0.283 0.051 -0.431 0.514 -0.031 -0.240 -0.356 0.460 0.119 0.250 -0.022 | -| jpsi_p | -0.039 0.404 0.176 -0.000 -0.173 -0.546 0.514 1.000 0.506 0.234 -0.001 0.270 0.366 -0.182 -0.005 -0.244 0.500 -0.016 -0.047 -0.268 0.337 0.027 0.057 -0.015 | -| p4040_p | -0.054 0.342 0.362 0.025 -0.470 -0.748 0.679 0.506 1.000 0.480 0.031 0.615 0.614 -0.238 0.052 -0.473 0.524 -0.028 0.043 -0.365 0.372 0.123 0.253 -0.019 | -| DDstar_s | -0.068 0.177 0.141 0.035 -0.372 -0.387 0.547 0.234 0.480 1.000 0.040 0.620 0.547 -0.253 0.158 -0.396 0.357 -0.079 -0.255 -0.501 0.150 0.303 0.588 -0.053 | -| phi_s | -0.140 0.020 0.005 0.770 -0.038 -0.050 0.035 -0.001 0.031 0.040 1.000 0.048 0.036 -0.019 -0.041 -0.036 0.025 -0.037 -0.036 -0.118 -0.005 0.006 0.020 -0.016 | -| DDstar_p | -0.083 0.331 0.518 0.037 -0.505 -0.842 0.594 0.270 0.615 0.620 0.048 1.000 0.667 -0.328 0.136 -0.638 0.574 -0.069 -0.305 -0.593 0.096 0.277 0.566 -0.048 | -| p3770_p | -0.064 0.340 0.365 0.030 -0.382 -0.657 0.612 0.366 0.614 0.547 0.036 0.667 1.000 -0.275 0.087 -0.349 0.359 -0.048 -0.185 -0.387 0.250 0.188 0.361 -0.034 | -| p4415_s | 0.031 -0.122 -0.045 -0.013 0.300 0.318 -0.283 -0.182 -0.238 -0.253 -0.019 -0.328 -0.275 1.000 -0.014 0.227 -0.205 0.010 0.372 0.103 -0.207 -0.021 -0.075 0.008 | -| rho_s | 0.170 0.008 0.036 -0.012 -0.048 -0.048 0.051 -0.005 0.052 0.158 -0.041 0.136 0.087 -0.014 1.000 -0.034 0.044 -0.266 -0.032 -0.065 -0.015 0.225 0.051 -0.065 | -| Dbar_s | 0.061 -0.318 -0.547 -0.024 0.284 0.686 -0.431 -0.244 -0.473 -0.396 -0.036 -0.638 -0.349 0.227 -0.034 1.000 -0.481 0.021 0.111 0.331 -0.173 -0.078 -0.210 0.016 | -| p3770_s | -0.043 0.245 0.415 0.020 -0.213 -0.717 0.514 0.500 0.524 0.357 0.025 0.574 0.359 -0.205 0.044 -0.481 1.000 -0.021 -0.098 -0.358 0.245 0.112 0.230 -0.014 | -| omega_s | 0.267 -0.007 -0.004 -0.128 0.033 0.026 -0.031 -0.016 -0.028 -0.079 -0.037 -0.069 -0.048 0.010 -0.266 0.021 -0.021 1.000 0.028 0.083 0.012 -0.106 -0.017 0.879 | -| p4160_s | 0.067 -0.075 0.061 -0.022 0.153 0.177 -0.240 -0.047 0.043 -0.255 -0.036 -0.305 -0.185 0.372 -0.032 0.111 -0.098 0.028 1.000 0.229 -0.129 -0.063 -0.174 0.023 | -| bplus_2 | 0.248 -0.165 0.096 -0.074 0.308 0.466 -0.356 -0.268 -0.365 -0.501 -0.118 -0.593 -0.387 0.103 -0.065 0.331 -0.358 0.083 0.229 1.000 0.028 -0.239 -0.520 0.073 | -| p4415_p | 0.014 0.185 0.140 -0.001 -0.249 -0.303 0.460 0.337 0.372 0.150 -0.005 0.096 0.250 -0.207 -0.015 -0.173 0.245 0.012 -0.129 0.028 1.000 -0.026 -0.060 0.010 | -| bplus_0 | -0.051 0.020 0.032 0.022 -0.099 -0.111 0.119 0.027 0.123 0.303 0.006 0.277 0.188 -0.021 0.225 -0.078 0.112 -0.106 -0.063 -0.239 -0.026 1.000 -0.323 -0.068 | -| bplus_1 | -0.012 0.081 0.099 0.007 -0.239 -0.296 0.250 0.057 0.253 0.588 0.020 0.566 0.361 -0.075 0.051 -0.210 0.230 -0.017 -0.174 -0.520 -0.060 -0.323 1.000 -0.012 | -| omega_p | 0.172 -0.005 0.002 -0.090 0.026 0.019 -0.022 -0.015 -0.019 -0.053 -0.016 -0.048 -0.034 0.008 -0.065 0.016 -0.014 0.879 0.023 0.073 0.010 -0.068 -0.012 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3687087419700328}), (, {'error': 0.03962516032813124}), (, {'error': 0.23271572693799203}), (, {'error': 0.27452874134124894}), (, {'error': 0.1850055327804886}), (, {'error': 1.1017722099735416}), (, {'error': 0.1602973029974315}), (, {'error': 0.0346836618572377}), (, {'error': 0.2114060531054518}), (, {'error': 0.47422419334193683}), (, {'error': 1.2674460031695531}), (, {'error': 0.957626579994491}), (, {'error': 0.17234823480122885}), (, {'error': 0.19837549578091196}), (, {'error': 0.3294689557696906}), (, {'error': 0.39280916542389555}), (, {'error': 0.3238718514091712}), (, {'error': 1.8741881871112755}), (, {'error': 0.16814100726948844}), (, {'error': 0.09530351878639687}), (, {'error': 0.18884149293927366}), (, {'error': 0.014139435582224191}), (, {'error': 0.03719136647777088}), (, {'error': 0.5000678163555654})]) -Toy 9/25 -Time taken: 47 min, 26 s -Projected time left: 1 h, 24 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1379 (1379 total) | -| EDM = 0.000291 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297295.7576488136 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.28 | 0.39 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.95 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.4 | 2.7 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.89 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.8 | 0.4 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -3.54 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.51 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.98 | 0.27 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 10| phi_s | 19.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -3.33 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 4.00 | 0.14 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.43 | 0.29 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.3 | 0.5 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.0 | 1.3 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.46 | 0.29 | | | -2 | 2 | | -| 20| p4415_p | 5.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.472 | 0.011 | | | -2 | 2 | | -| 22| bplus_1 | -0.876 | 0.026 | | | -2 | 2 | | -| 23| omega_p | 0.20 | 0.31 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.138 0.311 -0.291 0.292 -0.064 -0.002 0.179 -0.199 -0.002 -0.153 0.033 -0.214 0.271 0.210 0.042 -0.261 0.284 -0.026 0.352 -0.163 -0.135 -0.177 0.117 | -| psi2s_p | 0.138 1.000 0.421 -0.020 0.396 -0.026 0.000 0.375 -0.410 0.013 -0.052 0.195 -0.169 0.295 0.045 0.079 -0.517 -0.001 -0.036 0.394 -0.286 -0.144 -0.227 0.006 | -| Ctt | 0.311 0.421 1.000 -0.043 0.934 -0.354 -0.005 0.752 -0.750 -0.009 -0.102 0.067 -0.699 0.808 0.059 0.138 -0.903 0.016 -0.089 0.986 -0.613 -0.469 -0.711 0.020 | -| phi_p | -0.291 -0.020 -0.043 1.000 -0.041 0.010 0.000 -0.012 0.021 0.000 0.444 0.004 0.034 -0.042 0.020 -0.006 0.034 -0.163 0.004 -0.058 0.017 0.020 0.012 -0.100 | -| p4040_s | 0.292 0.396 0.934 -0.041 1.000 -0.337 -0.002 0.675 -0.747 -0.007 -0.097 0.026 -0.688 0.730 0.060 0.123 -0.824 0.014 -0.087 0.908 -0.613 -0.418 -0.639 0.018 | -| Dbar_p | -0.064 -0.026 -0.354 0.010 -0.337 1.000 0.003 -0.009 0.263 0.008 0.013 -0.155 0.516 -0.295 0.015 -0.035 0.378 -0.008 0.036 -0.330 0.175 0.264 0.347 -0.002 | -| p4160_p | -0.002 0.000 -0.005 0.000 -0.002 0.003 1.000 -0.004 0.002 -0.000 0.001 -0.002 0.003 -0.005 -0.001 -0.001 0.005 -0.000 -0.001 -0.005 0.006 0.002 0.003 -0.000 | -| jpsi_p | 0.179 0.375 0.752 -0.012 0.675 -0.009 -0.004 1.000 -0.520 0.002 -0.057 0.317 -0.399 0.586 0.056 0.113 -0.623 -0.017 -0.060 0.737 -0.436 -0.344 -0.503 -0.006 | -| p4040_p | -0.199 -0.410 -0.750 0.021 -0.747 0.263 0.002 -0.520 1.000 0.021 0.055 0.113 0.592 -0.564 -0.033 -0.083 0.702 -0.010 0.064 -0.719 0.431 0.372 0.548 -0.011 | -| DDstar_s | -0.002 0.013 -0.009 0.000 -0.007 0.008 -0.000 0.002 0.021 1.000 0.001 0.009 0.004 0.000 -0.007 -0.003 0.012 0.003 0.001 -0.006 0.008 -0.010 -0.014 0.001 | -| phi_s | -0.153 -0.052 -0.102 0.444 -0.097 0.013 0.001 -0.057 0.055 0.001 1.000 -0.011 0.069 -0.095 -0.056 -0.014 0.079 -0.026 0.008 -0.124 0.050 0.026 0.062 -0.013 | -| DDstar_p | 0.033 0.195 0.067 0.004 0.026 -0.155 -0.002 0.317 0.113 0.009 -0.011 1.000 0.095 0.049 0.024 0.003 0.043 -0.003 0.009 0.060 0.004 0.033 0.024 0.003 | -| p3770_p | -0.214 -0.169 -0.699 0.034 -0.688 0.516 0.003 -0.399 0.592 0.004 0.069 0.095 1.000 -0.565 -0.032 -0.090 0.604 -0.016 0.069 -0.678 0.455 0.359 0.519 -0.016 | -| p4415_s | 0.271 0.295 0.808 -0.042 0.730 -0.295 -0.005 0.586 -0.564 0.000 -0.095 0.049 -0.565 1.000 0.060 0.113 -0.719 0.013 -0.067 0.794 -0.502 -0.347 -0.541 0.018 | -| rho_s | 0.210 0.045 0.059 0.020 0.060 0.015 -0.001 0.056 -0.033 -0.007 -0.056 0.024 -0.032 0.060 1.000 0.004 -0.045 -0.308 -0.005 0.060 -0.046 0.102 -0.094 -0.033 | -| Dbar_s | 0.042 0.079 0.138 -0.006 0.123 -0.035 -0.001 0.113 -0.083 -0.003 -0.014 0.003 -0.090 0.113 0.004 1.000 -0.110 0.004 -0.011 0.133 -0.078 -0.071 -0.107 0.004 | -| p3770_s | -0.261 -0.517 -0.903 0.034 -0.824 0.378 0.005 -0.623 0.702 0.012 0.079 0.043 0.604 -0.719 -0.045 -0.110 1.000 -0.014 0.082 -0.880 0.550 0.448 0.659 -0.016 | -| omega_s | 0.284 -0.001 0.016 -0.163 0.014 -0.008 -0.000 -0.017 -0.010 0.003 -0.026 -0.003 -0.016 0.013 -0.308 0.004 -0.014 1.000 -0.001 0.027 0.001 -0.054 0.026 0.701 | -| p4160_s | -0.026 -0.036 -0.089 0.004 -0.087 0.036 -0.001 -0.060 0.064 0.001 0.008 0.009 0.069 -0.067 -0.005 -0.011 0.082 -0.001 1.000 -0.086 0.057 0.042 0.063 -0.002 | -| bplus_2 | 0.352 0.394 0.986 -0.058 0.908 -0.330 -0.005 0.737 -0.719 -0.006 -0.124 0.060 -0.678 0.794 0.060 0.133 -0.880 0.027 -0.086 1.000 -0.560 -0.491 -0.712 0.029 | -| p4415_p | -0.163 -0.286 -0.613 0.017 -0.613 0.175 0.006 -0.436 0.431 0.008 0.050 0.004 0.455 -0.502 -0.046 -0.078 0.550 0.001 0.057 -0.560 1.000 0.236 0.359 -0.005 | -| bplus_0 | -0.135 -0.144 -0.469 0.020 -0.418 0.264 0.002 -0.344 0.372 -0.010 0.026 0.033 0.359 -0.347 0.102 -0.071 0.448 -0.054 0.042 -0.491 0.236 1.000 -0.148 -0.027 | -| bplus_1 | -0.177 -0.227 -0.711 0.012 -0.639 0.347 0.003 -0.503 0.548 -0.014 0.062 0.024 0.519 -0.541 -0.094 -0.107 0.659 0.026 0.063 -0.712 0.359 -0.148 1.000 0.007 | -| omega_p | 0.117 0.006 0.020 -0.100 0.018 -0.002 -0.000 -0.006 -0.011 0.001 -0.013 0.003 -0.016 0.018 -0.033 0.004 -0.016 0.701 -0.002 0.029 -0.005 -0.027 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.39354953685612326}), (, {'error': 0.03399499811191742}), (, {'error': 2.665382998746889}), (, {'error': 0.14690965457735583}), (, {'error': 0.39597202053028047}), (, {'error': 0.275876375829907}), (, {'error': 0.008162969959875976}), (, {'error': 0.044711843224917835}), (, {'error': 0.2698575611604994}), (, {'error': 0.013559393938076453}), (, {'error': 0.9076440454841119}), (, {'error': 0.26692835102085577}), (, {'error': 0.13770538894029638}), (, {'error': 0.2860796974573633}), (, {'error': 0.3164295212879747}), (, {'error': 0.01635896198780648}), (, {'error': 0.48532251167516316}), (, {'error': 1.3280293657894946}), (, {'error': 0.013971861245029693}), (, {'error': 0.29005097319356676}), (, {'error': 0.5283957055407393}), (, {'error': 0.011029547809122686}), (, {'error': 0.025649777779627514}), (, {'error': 0.3124262899530117})]) -Toy 10/25 -Time taken: 53 min, 49 s -Projected time left: 1 h, 20 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1616 (1616 total) | -| EDM = 0.000105 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297342.62322758377 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.26 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.45 | 0.29 | | | -1.5 | 1.5 | | -| 3 | phi_p | 5.91 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.10 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 3.4 | 1.1 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.04 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.72 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.80 | 0.26 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.46 | | | -0.3 | 0.3 | | -| 10| phi_s | 15.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -4.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.34 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.47 | 0.18 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.30 | 0.31 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.23 | 0.42 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.6 | 0.4 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.6 | 1.8 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.30 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.33 | 0.07 | | | -2 | 2 | | -| 20| p4415_p | -2.17 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.443 | 0.010 | | | -2 | 2 | | -| 22| bplus_1 | -0.808 | 0.021 | | | -2 | 2 | | -| 23| omega_p | -5.5 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.064 -0.061 0.090 0.010 -0.081 -0.064 -0.044 -0.062 -0.050 0.116 0.083 0.028 0.028 0.278 -0.098 -0.059 0.123 0.013 0.248 -0.033 0.070 0.101 0.081 | -| psi2s_p | -0.064 1.000 0.698 0.015 0.134 0.742 0.544 0.570 0.536 0.325 0.055 -0.554 -0.145 -0.185 -0.140 0.702 0.487 0.032 0.171 -0.381 0.479 -0.422 -0.466 0.003 | -| Ctt | -0.061 0.698 1.000 0.015 0.320 0.826 0.561 0.471 0.628 0.476 0.061 -0.700 -0.302 -0.131 -0.170 0.878 0.683 0.041 0.366 -0.215 0.580 -0.551 -0.617 0.005 | -| phi_p | 0.090 0.015 0.015 1.000 0.005 0.021 0.015 0.010 0.016 0.008 0.579 -0.014 -0.006 -0.006 0.019 0.019 0.017 -0.055 0.006 -0.002 0.015 -0.005 -0.008 -0.043 | -| p4040_s | 0.010 0.134 0.320 0.005 1.000 0.174 -0.140 0.088 0.044 0.071 0.005 -0.089 -0.174 0.084 -0.036 0.224 0.220 0.008 0.071 -0.060 0.016 -0.111 -0.133 0.000 | -| Dbar_p | -0.081 0.742 0.826 0.021 0.174 1.000 0.757 0.724 0.786 0.565 0.075 -0.684 -0.143 -0.253 -0.186 0.896 0.802 0.047 0.268 -0.488 0.659 -0.564 -0.624 0.008 | -| p4160_p | -0.064 0.544 0.561 0.015 -0.140 0.757 1.000 0.606 0.685 0.283 0.056 -0.662 -0.036 -0.233 -0.146 0.722 0.624 0.034 0.135 -0.375 0.657 -0.440 -0.492 0.003 | -| jpsi_p | -0.044 0.570 0.471 0.010 0.088 0.724 0.606 1.000 0.584 0.216 0.030 -0.500 -0.030 -0.220 -0.124 0.609 0.612 0.012 0.136 -0.429 0.487 -0.331 -0.375 -0.011 | -| p4040_p | -0.062 0.536 0.628 0.016 0.044 0.786 0.685 0.584 1.000 0.352 0.058 -0.660 -0.092 -0.205 -0.154 0.772 0.635 0.035 0.396 -0.396 0.613 -0.463 -0.519 0.003 | -| DDstar_s | -0.050 0.325 0.476 0.008 0.071 0.565 0.283 0.216 0.352 1.000 0.041 -0.332 -0.185 -0.129 -0.105 0.515 0.388 0.022 0.128 -0.250 0.255 -0.322 -0.357 -0.000 | -| phi_s | 0.116 0.055 0.061 0.579 0.005 0.075 0.056 0.030 0.058 0.041 1.000 -0.062 -0.032 -0.026 0.031 0.082 0.056 0.024 0.007 -0.105 0.043 -0.063 -0.056 0.015 | -| DDstar_p | 0.083 -0.554 -0.700 -0.014 -0.089 -0.684 -0.662 -0.500 -0.660 -0.332 -0.062 1.000 0.145 0.268 0.117 -0.806 -0.654 -0.033 -0.189 0.447 -0.538 0.340 0.358 -0.008 | -| p3770_p | 0.028 -0.145 -0.302 -0.006 -0.174 -0.143 -0.036 -0.030 -0.092 -0.185 -0.032 0.145 1.000 0.013 0.078 -0.348 -0.310 -0.018 -0.142 0.133 -0.119 0.272 0.291 -0.000 | -| p4415_s | 0.028 -0.185 -0.131 -0.006 0.084 -0.253 -0.233 -0.220 -0.205 -0.129 -0.026 0.268 0.013 1.000 0.067 -0.261 -0.209 -0.015 0.183 0.076 -0.265 0.227 0.252 -0.001 | -| rho_s | 0.278 -0.140 -0.170 0.019 -0.036 -0.186 -0.146 -0.124 -0.154 -0.105 0.031 0.117 0.078 0.067 1.000 -0.202 -0.155 0.099 -0.051 0.114 -0.135 0.225 0.139 0.325 | -| Dbar_s | -0.098 0.702 0.878 0.019 0.224 0.896 0.722 0.609 0.772 0.515 0.082 -0.806 -0.348 -0.261 -0.202 1.000 0.790 0.047 0.314 -0.499 0.670 -0.620 -0.684 0.004 | -| p3770_s | -0.059 0.487 0.683 0.017 0.220 0.802 0.624 0.612 0.635 0.388 0.056 -0.654 -0.310 -0.209 -0.155 0.790 1.000 0.036 0.247 -0.425 0.561 -0.454 -0.511 0.004 | -| omega_s | 0.123 0.032 0.041 -0.055 0.008 0.047 0.034 0.012 0.035 0.022 0.024 -0.033 -0.018 -0.015 0.099 0.047 0.036 1.000 0.011 -0.028 0.030 -0.040 -0.030 0.887 | -| p4160_s | 0.013 0.171 0.366 0.006 0.071 0.268 0.135 0.136 0.396 0.128 0.007 -0.189 -0.142 0.183 -0.051 0.314 0.247 0.011 1.000 -0.062 0.113 -0.155 -0.190 0.001 | -| bplus_2 | 0.248 -0.381 -0.215 -0.002 -0.060 -0.488 -0.375 -0.429 -0.396 -0.250 -0.105 0.447 0.133 0.076 0.114 -0.499 -0.425 -0.028 -0.062 1.000 -0.248 0.181 0.203 -0.005 | -| p4415_p | -0.033 0.479 0.580 0.015 0.016 0.659 0.657 0.487 0.613 0.255 0.043 -0.538 -0.119 -0.265 -0.135 0.670 0.561 0.030 0.113 -0.248 1.000 -0.424 -0.482 0.002 | -| bplus_0 | 0.070 -0.422 -0.551 -0.005 -0.111 -0.564 -0.440 -0.331 -0.463 -0.322 -0.063 0.340 0.272 0.227 0.225 -0.620 -0.454 -0.040 -0.155 0.181 -0.424 1.000 0.172 0.006 | -| bplus_1 | 0.101 -0.466 -0.617 -0.008 -0.133 -0.624 -0.492 -0.375 -0.519 -0.357 -0.056 0.358 0.291 0.252 0.139 -0.684 -0.511 -0.030 -0.190 0.203 -0.482 0.172 1.000 -0.003 | -| omega_p | 0.081 0.003 0.005 -0.043 0.000 0.008 0.003 -0.011 0.003 -0.000 0.015 -0.008 -0.000 -0.001 0.325 0.004 0.004 0.887 0.001 -0.005 0.002 0.006 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2871029294345657}), (, {'error': 0.043994315813906226}), (, {'error': 0.29342127836829196}), (, {'error': 0.2100071727872308}), (, {'error': 0.15737767402241082}), (, {'error': 1.0953980692973513}), (, {'error': 0.14227995607180643}), (, {'error': 0.03497786740916409}), (, {'error': 0.25953932779979283}), (, {'error': 0.45929436862835926}), (, {'error': 0.9109689018580296}), (, {'error': 0.474868125485886}), (, {'error': 0.12267627337681031}), (, {'error': 0.17979541277259026}), (, {'error': 0.3072933200182619}), (, {'error': 0.4188092985544769}), (, {'error': 0.3741271920419893}), (, {'error': 1.84793322624534}), (, {'error': 0.15807164537669194}), (, {'error': 0.0662140909418849}), (, {'error': 0.18718558600907165}), (, {'error': 0.010188521278137186}), (, {'error': 0.020849399560475046}), (, {'error': 0.45879635443678435})]) -Toy 11/25 -Time taken: 1 h, 54 s -Projected time left: 1 h, 17 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1623 (1623 total) | -| EDM = 0.000143 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297191.1028383685 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.08 | 0.23 | | | -1.5 | 1.5 | | -| 3 | phi_p | 6.06 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.83 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -6 | 7 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.21 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.62 | 0.30 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 10| phi_s | 15.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 3.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -3.03 | 0.13 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.17 | 0.17 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.7 | 0.4 | | |0.918861 | 4.08114 | | -| 17| omega_s | 4.9 | 2.9 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.58 | 0.14 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.07 | 0.07 | | | -2 | 2 | | -| 20| p4415_p | 4.23 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.505 | 0.009 | | | -2 | 2 | | -| 22| bplus_1 | 1.042 | 0.018 | | | -2 | 2 | | -| 23| omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.003 0.006 0.004 -0.000 -0.005 0.004 0.004 0.005 0.000 0.008 0.005 0.003 -0.001 -0.029 -0.006 0.005 0.041 0.001 -0.010 0.004 0.007 -0.001 0.017 | -| psi2s_p | 0.003 1.000 0.644 0.009 -0.180 -0.676 0.472 0.574 0.471 0.271 0.045 0.561 0.457 -0.147 -0.072 -0.621 0.463 0.056 -0.113 0.394 0.211 0.295 0.301 0.038 | -| Ctt | 0.006 0.644 1.000 0.008 -0.106 -0.830 0.410 0.488 0.550 0.399 0.047 0.794 0.462 -0.070 -0.093 -0.831 0.660 0.068 -0.013 0.262 0.180 0.412 0.420 0.047 | -| phi_p | 0.004 0.009 0.008 1.000 -0.001 -0.012 0.008 0.006 0.009 0.006 0.592 0.009 0.007 -0.001 0.047 -0.009 0.010 -0.051 0.000 0.003 0.004 -0.009 0.004 -0.021 | -| p4040_s | -0.000 -0.180 -0.106 -0.001 1.000 0.290 -0.406 -0.163 -0.282 -0.191 -0.029 -0.315 -0.206 0.129 0.039 0.225 -0.152 -0.030 0.015 -0.150 -0.194 -0.173 -0.166 -0.017 | -| Dbar_p | -0.005 -0.676 -0.830 -0.012 0.290 1.000 -0.642 -0.704 -0.745 -0.440 -0.067 -0.941 -0.633 0.220 0.107 0.913 -0.815 -0.084 0.139 -0.570 -0.277 -0.433 -0.443 -0.057 | -| p4160_p | 0.004 0.472 0.410 0.008 -0.406 -0.642 1.000 0.613 0.595 0.294 0.044 0.473 0.527 -0.108 -0.080 -0.565 0.556 0.059 -0.115 0.338 0.435 0.346 0.348 0.041 | -| jpsi_p | 0.004 0.574 0.488 0.006 -0.163 -0.704 0.613 1.000 0.587 0.256 0.032 0.530 0.504 -0.181 -0.071 -0.613 0.649 0.048 -0.085 0.456 0.310 0.276 0.298 0.033 | -| p4040_p | 0.005 0.471 0.550 0.009 -0.282 -0.745 0.595 0.587 1.000 0.337 0.047 0.637 0.535 -0.121 -0.088 -0.701 0.600 0.065 0.124 0.407 0.324 0.364 0.372 0.045 | -| DDstar_s | 0.000 0.271 0.399 0.006 -0.191 -0.440 0.294 0.256 0.337 1.000 0.027 0.450 0.297 -0.147 -0.027 -0.468 0.365 0.026 -0.100 0.281 0.102 0.083 0.088 0.017 | -| phi_s | 0.008 0.045 0.047 0.592 -0.029 -0.067 0.044 0.032 0.047 0.027 1.000 0.059 0.037 -0.023 0.022 -0.070 0.048 0.015 -0.026 0.111 0.013 0.049 0.036 0.026 | -| DDstar_p | 0.005 0.561 0.794 0.009 -0.315 -0.941 0.473 0.530 0.637 0.450 0.059 1.000 0.539 -0.207 -0.096 -0.875 0.716 0.075 -0.167 0.525 0.156 0.384 0.394 0.049 | -| p3770_p | 0.003 0.457 0.462 0.007 -0.206 -0.633 0.527 0.504 0.535 0.297 0.037 0.539 1.000 -0.162 -0.061 -0.469 0.417 0.046 -0.085 0.319 0.249 0.233 0.227 0.031 | -| p4415_s | -0.001 -0.147 -0.070 -0.001 0.129 0.220 -0.108 -0.181 -0.121 -0.147 -0.023 -0.207 -0.162 1.000 0.039 0.184 -0.165 -0.028 0.239 -0.074 -0.122 -0.197 -0.193 -0.017 | -| rho_s | -0.029 -0.072 -0.093 0.047 0.039 0.107 -0.080 -0.071 -0.088 -0.027 0.022 -0.096 -0.061 0.039 1.000 0.120 -0.090 -0.422 0.024 -0.080 -0.041 -0.147 -0.051 -0.193 | -| Dbar_s | -0.006 -0.621 -0.831 -0.009 0.225 0.913 -0.565 -0.613 -0.701 -0.468 -0.070 -0.875 -0.469 0.184 0.120 1.000 -0.761 -0.090 0.088 -0.541 -0.277 -0.507 -0.512 -0.059 | -| p3770_s | 0.005 0.463 0.660 0.010 -0.152 -0.815 0.556 0.649 0.600 0.365 0.048 0.716 0.417 -0.165 -0.090 -0.761 1.000 0.068 -0.080 0.469 0.266 0.354 0.361 0.047 | -| omega_s | 0.041 0.056 0.068 -0.051 -0.030 -0.084 0.059 0.048 0.065 0.026 0.015 0.075 0.046 -0.028 -0.422 -0.090 0.068 1.000 -0.019 0.071 0.028 0.084 0.037 0.826 | -| p4160_s | 0.001 -0.113 -0.013 0.000 0.015 0.139 -0.115 -0.085 0.124 -0.100 -0.026 -0.167 -0.085 0.239 0.024 0.088 -0.080 -0.019 1.000 -0.113 -0.166 -0.107 -0.101 -0.009 | -| bplus_2 | -0.010 0.394 0.262 0.003 -0.150 -0.570 0.338 0.456 0.407 0.281 0.111 0.525 0.319 -0.074 -0.080 -0.541 0.469 0.071 -0.113 1.000 0.061 0.120 0.101 0.027 | -| p4415_p | 0.004 0.211 0.180 0.004 -0.194 -0.277 0.435 0.310 0.324 0.102 0.013 0.156 0.249 -0.122 -0.041 -0.277 0.266 0.028 -0.166 0.061 1.000 0.208 0.217 0.022 | -| bplus_0 | 0.007 0.295 0.412 -0.009 -0.173 -0.433 0.346 0.276 0.364 0.083 0.049 0.384 0.233 -0.197 -0.147 -0.507 0.354 0.084 -0.107 0.120 0.208 1.000 -0.177 0.053 | -| bplus_1 | -0.001 0.301 0.420 0.004 -0.166 -0.443 0.348 0.298 0.372 0.088 0.036 0.394 0.227 -0.193 -0.051 -0.512 0.361 0.037 -0.101 0.101 0.217 -0.177 1.000 0.020 | -| omega_p | 0.017 0.038 0.047 -0.021 -0.017 -0.057 0.041 0.033 0.045 0.017 0.026 0.049 0.031 -0.017 -0.193 -0.059 0.047 0.826 -0.009 0.027 0.022 0.053 0.020 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.046303747082200974}), (, {'error': 0.040279337740643406}), (, {'error': 0.2320169588851907}), (, {'error': 0.20994753670479316}), (, {'error': 0.1551622259340411}), (, {'error': 7.043414471011156}), (, {'error': 0.11221705615843902}), (, {'error': 0.03479905315711651}), (, {'error': 0.30138759142390503}), (, {'error': 0.11325593057220615}), (, {'error': 0.9698829257669921}), (, {'error': 1.0739982219213031}), (, {'error': 0.13161196785013662}), (, {'error': 0.16831562618028978}), (, {'error': 0.33692122109759964}), (, {'error': 0.5770184452540674}), (, {'error': 0.3643526766267189}), (, {'error': 2.9163879739890994}), (, {'error': 0.14379148238840678}), (, {'error': 0.07443725044429117}), (, {'error': 0.1774309476795608}), (, {'error': 0.008933210868253827}), (, {'error': 0.01817277473314305}), (, {'error': 0.49317477040308644})]) -Toy 12/25 -Time taken: 1 h, 8 min -Projected time left: 1 h, 13 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1994 (1994 total) | -| EDM = 0.00263 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297361.1540137466 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.08 | 0.32 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.05 | 0.17 | | | -1.5 | 1.5 | | -| 3 | phi_p | -6.14 | 0.22 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.04 | 0.11 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 5.36 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.31 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.654 | 0.030 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.83 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.26 | 0.44 | | | -0.3 | 0.3 | | -| 10| phi_s | 18.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 1.54 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.87 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.14 | 0.13 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.74 | 0.25 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.71 | 0.30 | | |0.918861 | 4.08114 | | -| 17| omega_s | 5.7 | 0.7 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.01 | 0.11 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.16 | 0.05 | | | -2 | 2 | | -| 20| p4415_p | -2.69 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.464 | 0.005 | | | -2 | 2 | | -| 22| bplus_1 | -0.909 | 0.010 | | | -2 | 2 | | -| 23| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.125 0.145 0.003 -0.028 -0.071 0.105 0.144 0.138 -0.173 0.037 0.045 0.076 -0.047 0.083 -0.177 0.155 0.265 0.006 -0.056 0.039 -0.110 -0.092 0.018 | -| psi2s_p | 0.125 1.000 0.663 0.042 -0.149 -0.355 0.428 0.608 0.515 -0.644 0.019 0.266 0.391 -0.165 -0.044 -0.705 0.543 0.032 -0.053 -0.572 0.117 -0.482 -0.488 -0.005 | -| Ctt | 0.145 0.663 1.000 0.050 -0.117 -0.376 0.451 0.637 0.629 -0.851 0.026 0.376 0.424 -0.142 -0.056 -0.881 0.736 0.039 0.023 -0.605 0.151 -0.619 -0.626 -0.005 | -| phi_p | 0.003 0.042 0.050 1.000 -0.009 -0.030 0.036 0.043 0.046 -0.056 0.694 0.020 0.027 -0.014 0.013 -0.059 0.052 -0.041 0.002 -0.027 0.013 -0.032 -0.034 -0.006 | -| p4040_s | -0.028 -0.149 -0.117 -0.009 1.000 0.157 -0.298 -0.137 -0.195 0.234 -0.008 -0.164 -0.112 0.111 0.018 0.214 -0.132 -0.011 -0.067 0.164 -0.093 0.189 0.189 0.001 | -| Dbar_p | -0.071 -0.355 -0.376 -0.030 0.157 1.000 -0.305 -0.413 -0.363 0.494 -0.016 -0.001 -0.416 0.119 0.021 0.481 -0.426 -0.018 0.087 0.331 -0.038 0.232 0.231 0.003 | -| p4160_p | 0.105 0.428 0.451 0.036 -0.298 -0.305 1.000 0.518 0.475 -0.505 0.017 0.308 0.376 -0.116 -0.039 -0.583 0.519 0.027 -0.060 -0.431 0.245 -0.431 -0.438 -0.004 | -| jpsi_p | 0.144 0.608 0.637 0.043 -0.137 -0.413 0.518 1.000 0.621 -0.699 0.012 0.288 0.419 -0.197 -0.048 -0.776 0.702 0.032 -0.031 -0.619 0.161 -0.524 -0.532 -0.005 | -| p4040_p | 0.138 0.515 0.629 0.046 -0.195 -0.363 0.475 0.621 1.000 -0.701 0.021 0.332 0.440 -0.160 -0.049 -0.760 0.650 0.035 0.115 -0.583 0.191 -0.537 -0.545 -0.005 | -| DDstar_s | -0.173 -0.644 -0.851 -0.056 0.234 0.494 -0.505 -0.699 -0.701 1.000 -0.025 -0.357 -0.461 0.224 0.061 0.973 -0.807 -0.044 0.052 0.763 -0.114 0.671 0.680 0.006 | -| phi_s | 0.037 0.019 0.026 0.694 -0.008 -0.016 0.017 0.012 0.021 -0.025 1.000 0.013 0.015 -0.007 0.005 -0.029 0.023 -0.011 -0.005 -0.038 0.003 -0.025 -0.024 -0.007 | -| DDstar_p | 0.045 0.266 0.376 0.020 -0.164 -0.001 0.308 0.288 0.332 -0.357 0.013 1.000 0.265 -0.176 -0.013 -0.400 0.359 0.013 -0.096 -0.308 0.034 -0.139 -0.135 -0.002 | -| p3770_p | 0.076 0.391 0.424 0.027 -0.112 -0.416 0.376 0.419 0.440 -0.461 0.015 0.265 1.000 -0.145 -0.034 -0.501 0.377 0.022 -0.025 -0.376 0.119 -0.329 -0.335 -0.003 | -| p4415_s | -0.047 -0.165 -0.142 -0.014 0.111 0.119 -0.116 -0.197 -0.160 0.224 -0.007 -0.176 -0.145 1.000 0.018 0.236 -0.199 -0.012 0.170 0.135 -0.122 0.229 0.233 0.002 | -| rho_s | 0.083 -0.044 -0.056 0.013 0.018 0.021 -0.039 -0.048 -0.049 0.061 0.005 -0.013 -0.034 0.018 1.000 0.064 -0.055 -0.242 0.007 0.076 -0.008 0.098 0.064 0.011 | -| Dbar_s | -0.177 -0.705 -0.881 -0.059 0.214 0.481 -0.583 -0.776 -0.760 0.973 -0.029 -0.400 -0.501 0.236 0.064 1.000 -0.857 -0.046 0.038 0.795 -0.163 0.704 0.712 0.006 | -| p3770_s | 0.155 0.543 0.736 0.052 -0.132 -0.426 0.519 0.702 0.650 -0.807 0.023 0.359 0.377 -0.199 -0.055 -0.857 1.000 0.039 -0.017 -0.670 0.162 -0.587 -0.596 -0.006 | -| omega_s | 0.265 0.032 0.039 -0.041 -0.011 -0.018 0.027 0.032 0.035 -0.044 -0.011 0.013 0.022 -0.012 -0.242 -0.046 0.039 1.000 -0.004 -0.040 0.007 -0.043 -0.034 -0.113 | -| p4160_s | 0.006 -0.053 0.023 0.002 -0.067 0.087 -0.060 -0.031 0.115 0.052 -0.005 -0.096 -0.025 0.170 0.007 0.038 -0.017 -0.004 1.000 0.048 -0.062 0.070 0.068 -0.000 | -| bplus_2 | -0.056 -0.572 -0.605 -0.027 0.164 0.331 -0.431 -0.619 -0.583 0.763 -0.038 -0.308 -0.376 0.135 0.076 0.795 -0.670 -0.040 0.048 1.000 -0.093 0.505 0.505 0.003 | -| p4415_p | 0.039 0.117 0.151 0.013 -0.093 -0.038 0.245 0.161 0.191 -0.114 0.003 0.034 0.119 -0.122 -0.008 -0.163 0.162 0.007 -0.062 -0.093 1.000 -0.105 -0.109 -0.001 | -| bplus_0 | -0.110 -0.482 -0.619 -0.032 0.189 0.232 -0.431 -0.524 -0.537 0.671 -0.025 -0.139 -0.329 0.229 0.098 0.704 -0.587 -0.043 0.070 0.505 -0.105 1.000 0.370 0.003 | -| bplus_1 | -0.092 -0.488 -0.626 -0.034 0.189 0.231 -0.438 -0.532 -0.545 0.680 -0.024 -0.135 -0.335 0.233 0.064 0.712 -0.596 -0.034 0.068 0.505 -0.109 0.370 1.000 0.003 | -| omega_p | 0.018 -0.005 -0.005 -0.006 0.001 0.003 -0.004 -0.005 -0.005 0.006 -0.007 -0.002 -0.003 0.002 0.011 0.006 -0.006 -0.113 -0.000 0.003 -0.001 0.003 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3174777451091084}), (, {'error': 0.032416824758888296}), (, {'error': 0.1708715249070325}), (, {'error': 0.21841865613144673}), (, {'error': 0.11176970850645623}), (, {'error': 0.22432727157409893}), (, {'error': 0.08839224277527524}), (, {'error': 0.029999866287511612}), (, {'error': 0.18609328360188537}), (, {'error': 0.4428262673784539}), (, {'error': 0.8431552310885841}), (, {'error': 0.15958367555754194}), (, {'error': 0.09383495596340174}), (, {'error': 0.1336209514747756}), (, {'error': 0.24600780732898653}), (, {'error': 0.3007414478646297}), (, {'error': 0.29908895673400604}), (, {'error': 0.6804942450004958}), (, {'error': 0.1076472170018028}), (, {'error': 0.05461207620770614}), (, {'error': 0.13260139538750138}), (, {'error': 0.005204014549941682}), (, {'error': 0.010080460591162632}), (, {'error': 0.11153603577036275})]) -Toy 13/25 -Time taken: 1 h, 16 min -Projected time left: 1 h, 10 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=290 (290 total) | -| EDM = 7.85E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297326.9598346261 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -1.00 | 0.12 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 2.101 | 0.014 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.15 | 0.29 | | | -1.5 | 1.5 | | -| 3 | phi_p | -6.283 | 0.005 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.75 | 0.10 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -0.99 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.13 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.687 | 0.011 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.27 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -3.000E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 10| phi_s | 17.64 | 0.28 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -6.281 | 0.004 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.13 | 0.29 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.50 | 0.07 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 3.000E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 16| p3770_s | 0.919 | 0.002 | | |0.918861 | 4.08114 | | -| 17| omega_s | 9.403 | 0.014 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 1.91 | 0.22 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.11 | 0.07 | | | -2 | 2 | | -| 20| p4415_p | 2.2 | 8.3 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.429 | 0.008 | | | -2 | 2 | | -| 22| bplus_1 | 0.844 | 0.017 | | | -2 | 2 | | -| 23| omega_p | 0.77 | 0.07 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.117 -0.215 0.002 -0.184 0.144 -0.211 0.099 -0.195 0.002 0.016 0.207 0.001 -0.213 0.003 0.010 0.007 -0.001 -0.207 -0.224 -0.214 0.200 0.201 0.076 | -| psi2s_p | 0.117 1.000 -0.543 0.001 -0.482 0.401 -0.546 0.259 -0.513 0.007 -0.004 0.539 0.005 -0.549 -0.027 0.028 0.020 -0.000 -0.536 -0.536 -0.551 0.534 0.535 0.014 | -| Ctt | -0.215 -0.543 1.000 -0.002 0.847 -0.733 0.972 -0.483 0.895 -0.006 0.006 -0.975 -0.003 0.986 0.049 -0.045 -0.033 0.000 0.957 0.958 0.990 -0.970 -0.970 -0.025 | -| phi_p | 0.002 0.001 -0.002 1.000 -0.002 0.001 -0.002 0.000 -0.002 0.000 0.012 0.002 0.000 -0.002 -0.000 0.000 0.000 -0.000 -0.002 -0.003 -0.002 0.002 0.002 0.001 | -| p4040_s | -0.184 -0.482 0.847 -0.002 1.000 -0.636 0.831 -0.425 0.775 -0.004 0.004 -0.845 -0.004 0.849 0.041 -0.039 -0.028 0.000 0.820 0.827 0.853 -0.840 -0.840 -0.020 | -| Dbar_p | 0.144 0.401 -0.733 0.001 -0.636 1.000 -0.724 0.413 -0.672 0.005 -0.002 0.713 0.003 -0.731 -0.032 0.035 0.026 -0.000 -0.713 -0.728 -0.735 0.705 0.705 0.015 | -| p4160_p | -0.211 -0.546 0.972 -0.002 0.831 -0.724 1.000 -0.486 0.893 -0.006 0.005 -0.968 -0.004 0.978 0.047 -0.045 -0.032 0.000 0.947 0.953 0.983 -0.962 -0.962 -0.024 | -| jpsi_p | 0.099 0.259 -0.483 0.000 -0.425 0.413 -0.486 1.000 -0.449 0.006 0.000 0.495 0.002 -0.493 -0.017 0.024 0.016 -0.000 -0.479 -0.473 -0.496 0.493 0.493 0.007 | -| p4040_p | -0.195 -0.513 0.895 -0.002 0.775 -0.672 0.893 -0.449 1.000 -0.005 0.005 -0.894 -0.003 0.905 0.044 -0.041 -0.029 0.000 0.886 0.880 0.909 -0.889 -0.889 -0.022 | -| DDstar_s | 0.002 0.007 -0.006 0.000 -0.004 0.005 -0.006 0.006 -0.005 1.000 -0.000 0.007 -0.000 -0.006 -0.000 0.000 0.000 -0.000 -0.006 -0.006 -0.006 0.007 0.007 0.000 | -| phi_s | 0.016 -0.004 0.006 0.012 0.004 -0.002 0.005 0.000 0.005 -0.000 1.000 -0.004 -0.000 0.005 -0.006 -0.000 -0.000 0.000 0.005 0.010 0.005 -0.003 -0.003 0.001 | -| DDstar_p | 0.207 0.539 -0.975 0.002 -0.845 0.713 -0.968 0.495 -0.894 0.007 -0.004 1.000 0.004 -0.981 -0.046 0.045 0.033 -0.000 -0.952 -0.960 -0.985 0.960 0.960 0.023 | -| p3770_p | 0.001 0.005 -0.003 0.000 -0.004 0.003 -0.004 0.002 -0.003 -0.000 -0.000 0.004 1.000 -0.004 -0.000 0.000 -0.001 -0.000 -0.004 -0.003 -0.004 0.004 0.004 0.000 | -| p4415_s | -0.213 -0.549 0.986 -0.002 0.849 -0.731 0.978 -0.493 0.905 -0.006 0.005 -0.981 -0.004 1.000 0.048 -0.046 -0.033 0.000 0.960 0.967 0.995 -0.974 -0.975 -0.024 | -| rho_s | 0.003 -0.027 0.049 -0.000 0.041 -0.032 0.047 -0.017 0.044 -0.000 -0.006 -0.046 -0.000 0.048 1.000 -0.002 -0.002 -0.001 0.046 0.053 0.048 -0.046 -0.045 0.067 | -| Dbar_s | 0.010 0.028 -0.045 0.000 -0.039 0.035 -0.045 0.024 -0.041 0.000 -0.000 0.045 0.000 -0.046 -0.002 1.000 0.001 -0.000 -0.044 -0.044 -0.046 0.045 0.045 0.001 | -| p3770_s | 0.007 0.020 -0.033 0.000 -0.028 0.026 -0.032 0.016 -0.029 0.000 -0.000 0.033 -0.001 -0.033 -0.002 0.001 1.000 -0.000 -0.032 -0.032 -0.033 0.032 0.032 0.001 | -| omega_s | -0.001 -0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.001 -0.000 -0.000 1.000 0.000 0.000 0.000 -0.000 -0.000 0.004 | -| p4160_s | -0.207 -0.536 0.957 -0.002 0.820 -0.713 0.947 -0.479 0.886 -0.006 0.005 -0.952 -0.004 0.960 0.046 -0.044 -0.032 0.000 1.000 0.936 0.964 -0.947 -0.947 -0.023 | -| bplus_2 | -0.224 -0.536 0.958 -0.003 0.827 -0.728 0.953 -0.473 0.880 -0.006 0.010 -0.960 -0.003 0.967 0.053 -0.044 -0.032 0.000 0.936 1.000 0.972 -0.956 -0.956 -0.029 | -| p4415_p | -0.214 -0.551 0.990 -0.002 0.853 -0.735 0.983 -0.496 0.909 -0.006 0.005 -0.985 -0.004 0.995 0.048 -0.046 -0.033 0.000 0.964 0.972 1.000 -0.979 -0.979 -0.024 | -| bplus_0 | 0.200 0.534 -0.970 0.002 -0.840 0.705 -0.962 0.493 -0.889 0.007 -0.003 0.960 0.004 -0.974 -0.046 0.045 0.032 -0.000 -0.947 -0.956 -0.979 1.000 0.952 0.022 | -| bplus_1 | 0.201 0.535 -0.970 0.002 -0.840 0.705 -0.962 0.493 -0.889 0.007 -0.003 0.960 0.004 -0.975 -0.045 0.045 0.032 -0.000 -0.947 -0.956 -0.979 0.952 1.000 0.022 | -| omega_p | 0.076 0.014 -0.025 0.001 -0.020 0.015 -0.024 0.007 -0.022 0.000 0.001 0.023 0.000 -0.024 0.067 0.001 0.001 0.004 -0.023 -0.029 -0.024 0.022 0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12488264824112516}), (, {'error': 0.01443125236035847}), (, {'error': 0.2854285200006008}), (, {'error': 0.005407452553304992}), (, {'error': 0.09776722389474984}), (, {'error': 0.09762105646242603}), (, {'error': 0.2303687683162119}), (, {'error': 0.011436079364496088}), (, {'error': 0.2274974019454421}), (, {'error': 0.0008108462994244614}), (, {'error': 0.27959573386811876}), (, {'error': 0.33383541387062765}), (, {'error': 0.004126673090246502}), (, {'error': 0.2883487204591785}), (, {'error': 0.06701051134437264}), (, {'error': 0.0007092939334404358}), (, {'error': 0.0019797326288790162}), (, {'error': 0.01374243655363383}), (, {'error': 0.21737197541094133}), (, {'error': 0.07115078418906284}), (, {'error': 8.273368417136528}), (, {'error': 0.008399249854390889}), (, {'error': 0.016511919782603357}), (, {'error': 0.07207201322708912})]) -Toy 14/25 -Time taken: 1 h, 20 min -Projected time left: 1 h, 2 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1350 (1350 total) | -| EDM = 0.000634 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297340.5002373198 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.903 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.63 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.27 | 0.37 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.86 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 5.05 | 0.30 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.21 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.653 | 0.024 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 10| phi_s | 19.1 | 1.7 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 4.73 | 0.31 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.76 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.07 | 0.20 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.41 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 6.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | -| 20| p4415_p | -2.39 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.46 | 0.04 | | | -2 | 2 | | -| 22| bplus_1 | 0.84 | 0.07 | | | -2 | 2 | | -| 23| omega_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.005 0.100 -0.041 0.048 0.023 0.001 -0.075 0.009 -0.000 -0.026 -0.007 -0.013 -0.003 0.043 0.001 0.026 0.157 0.064 -0.252 0.055 0.028 -0.037 -0.064 | -| psi2s_p | 0.005 1.000 0.226 -0.007 0.008 -0.021 -0.159 -0.017 -0.221 0.024 -0.010 -0.079 0.000 0.047 0.009 0.023 -0.446 -0.006 -0.049 -0.033 -0.080 -0.018 0.022 -0.002 | -| Ctt | 0.100 0.226 1.000 -0.007 0.346 -0.298 -0.344 0.244 -0.258 -0.007 -0.028 -0.054 -0.226 0.172 -0.041 0.001 -0.132 0.016 0.267 -0.661 0.040 0.039 0.065 0.007 | -| phi_p | -0.041 -0.007 -0.007 1.000 -0.005 -0.001 -0.007 -0.028 -0.006 0.001 0.879 0.001 -0.003 0.001 0.050 0.001 -0.008 -0.053 -0.007 0.027 -0.009 -0.011 0.011 0.027 | -| p4040_s | 0.048 0.008 0.346 -0.005 1.000 -0.075 -0.531 -0.004 -0.216 -0.002 -0.019 -0.145 -0.153 0.211 0.006 -0.003 0.102 -0.003 0.095 -0.104 -0.157 -0.041 0.030 0.002 | -| Dbar_p | 0.023 -0.021 -0.298 -0.001 -0.075 1.000 -0.007 0.208 -0.081 -0.000 -0.014 -0.137 0.293 0.060 0.046 0.019 -0.039 -0.022 -0.054 0.063 -0.089 -0.061 -0.066 -0.003 | -| p4160_p | 0.001 -0.159 -0.344 -0.007 -0.531 -0.007 1.000 -0.058 0.227 0.047 -0.006 0.050 0.179 -0.115 -0.013 0.025 -0.029 0.005 -0.154 -0.012 0.272 0.010 0.030 0.000 | -| jpsi_p | -0.075 -0.017 0.244 -0.028 -0.004 0.208 -0.058 1.000 -0.096 0.058 -0.010 -0.006 0.021 -0.009 0.008 0.040 -0.058 -0.016 -0.014 -0.166 -0.016 0.083 -0.050 -0.013 | -| p4040_p | 0.009 -0.221 -0.258 -0.006 -0.216 -0.081 0.227 -0.096 1.000 0.026 -0.009 0.018 0.147 -0.024 -0.006 0.017 -0.060 0.002 0.300 0.003 0.150 -0.013 0.039 0.000 | -| DDstar_s | -0.000 0.024 -0.007 0.001 -0.002 -0.000 0.047 0.058 0.026 1.000 0.001 0.040 0.031 -0.003 0.003 -0.001 0.029 -0.001 0.003 0.007 0.020 -0.001 -0.008 -0.000 | -| phi_s | -0.026 -0.010 -0.028 0.879 -0.019 -0.014 -0.006 -0.010 -0.009 0.001 1.000 -0.010 -0.001 -0.003 -0.012 0.000 -0.017 -0.005 -0.025 0.064 -0.021 0.065 -0.057 0.039 | -| DDstar_p | -0.007 -0.079 -0.054 0.001 -0.145 -0.137 0.050 -0.006 0.018 0.040 -0.010 1.000 0.176 0.008 0.104 0.004 0.097 -0.049 -0.068 0.259 -0.136 -0.111 -0.150 -0.011 | -| p3770_p | -0.013 0.000 -0.226 -0.003 -0.153 0.293 0.179 0.021 0.147 0.031 -0.001 0.176 1.000 -0.069 0.006 0.030 -0.211 -0.005 -0.060 0.071 0.020 0.029 -0.099 -0.002 | -| p4415_s | -0.003 0.047 0.172 0.001 0.211 0.060 -0.115 -0.009 -0.024 -0.003 -0.003 0.008 -0.069 1.000 0.031 -0.001 0.023 -0.015 0.336 0.140 -0.170 -0.034 -0.071 -0.003 | -| rho_s | 0.043 0.009 -0.041 0.050 0.006 0.046 -0.013 0.008 -0.006 0.003 -0.012 0.104 0.006 0.031 1.000 -0.000 0.002 -0.485 0.001 0.152 -0.020 -0.407 0.351 -0.077 | -| Dbar_s | 0.001 0.023 0.001 0.001 -0.003 0.019 0.025 0.040 0.017 -0.001 0.000 0.004 0.030 -0.001 -0.000 1.000 0.023 0.000 0.000 0.001 0.009 0.001 -0.003 0.000 | -| p3770_s | 0.026 -0.446 -0.132 -0.008 0.102 -0.039 -0.029 -0.058 -0.060 0.029 -0.017 0.097 -0.211 0.023 0.002 0.023 1.000 -0.002 0.023 0.054 -0.015 -0.015 -0.034 0.000 | -| omega_s | 0.157 -0.006 0.016 -0.053 -0.003 -0.022 0.005 -0.016 0.002 -0.001 -0.005 -0.049 -0.005 -0.015 -0.485 0.000 -0.002 1.000 -0.001 -0.077 0.009 0.205 -0.182 0.494 | -| p4160_s | 0.064 -0.049 0.267 -0.007 0.095 -0.054 -0.154 -0.014 0.300 0.003 -0.025 -0.068 -0.060 0.336 0.001 0.000 0.023 -0.001 1.000 -0.134 -0.110 -0.034 0.008 0.002 | -| bplus_2 | -0.252 -0.033 -0.661 0.027 -0.104 0.063 -0.012 -0.166 0.003 0.007 0.064 0.259 0.071 0.140 0.152 0.001 0.054 -0.077 -0.134 1.000 -0.220 -0.191 -0.018 -0.026 | -| p4415_p | 0.055 -0.080 0.040 -0.009 -0.157 -0.089 0.272 -0.016 0.150 0.020 -0.021 -0.136 0.020 -0.170 -0.020 0.009 -0.015 0.009 -0.110 -0.220 1.000 -0.015 0.089 0.004 | -| bplus_0 | 0.028 -0.018 0.039 -0.011 -0.041 -0.061 0.010 0.083 -0.013 -0.001 0.065 -0.111 0.029 -0.034 -0.407 0.001 -0.015 0.205 -0.034 -0.191 -0.015 1.000 -0.930 0.041 | -| bplus_1 | -0.037 0.022 0.065 0.011 0.030 -0.066 0.030 -0.050 0.039 -0.008 -0.057 -0.150 -0.099 -0.071 0.351 -0.003 -0.034 -0.182 0.008 -0.018 0.089 -0.930 1.000 -0.037 | -| omega_p | -0.064 -0.002 0.007 0.027 0.002 -0.003 0.000 -0.013 0.000 -0.000 0.039 -0.011 -0.002 -0.003 -0.077 0.000 0.000 0.494 0.002 -0.026 0.004 0.041 -0.037 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.39915546011963254}), (, {'error': 0.03102235309292123}), (, {'error': 0.19988690825485345}), (, {'error': 0.37229859358776496}), (, {'error': 0.17547402655310396}), (, {'error': 0.2971537631552108}), (, {'error': 0.0929636505221163}), (, {'error': 0.023992701590294097}), (, {'error': 0.21628478007363405}), (, {'error': 0.025113769882424475}), (, {'error': 1.7369373509245314}), (, {'error': 0.3119825988020821}), (, {'error': 0.09477532495191188}), (, {'error': 0.20047500617711017}), (, {'error': 0.33586823233944624}), (, {'error': 0.018791350480811597}), (, {'error': 0.22609722299781465}), (, {'error': 1.1246647682771225}), (, {'error': 0.17203932681951706}), (, {'error': 0.09053293447973276}), (, {'error': 0.19853862219254848}), (, {'error': 0.03563732318851942}), (, {'error': 0.06524661192051462}), (, {'error': 0.5279969024095603})]) -Toy 15/25 -Time taken: 1 h, 26 min -Projected time left: 57 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1418 (1418 total) | -| EDM = 0.000184 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297073.1352505089 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.04 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.801 | 0.028 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.26 | 0.11 | | | -1.5 | 1.5 | | -| 3 | phi_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.38 | 0.12 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -2.89 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 3.97 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -4.642 | 0.023 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.47 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 10| phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -3.35 | 0.28 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -3.19 | 0.08 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.17 | 0.15 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.45 | 0.27 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.94 | 0.19 | | |0.918861 | 4.08114 | | -| 17| omega_s | 6.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.37 | 0.12 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.11 | 0.04 | | | -2 | 2 | | -| 20| p4415_p | -2.26 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.468 | 0.005 | | | -2 | 2 | | -| 22| bplus_1 | -0.982 | 0.010 | | | -2 | 2 | | -| 23| omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.006 -0.004 0.536 0.024 -0.041 0.008 -0.047 0.014 -0.018 0.538 -0.016 -0.020 0.001 0.306 -0.010 0.025 0.009 0.032 0.247 0.029 0.068 0.085 -0.029 | -| psi2s_p | -0.006 1.000 0.204 -0.008 -0.009 -0.150 0.058 0.154 -0.018 -0.042 -0.008 -0.142 0.101 -0.021 0.001 -0.035 -0.142 0.001 -0.058 -0.049 0.007 0.030 0.033 0.001 | -| Ctt | -0.004 0.204 1.000 -0.015 0.185 -0.168 -0.186 -0.137 -0.126 0.027 -0.015 0.026 0.035 0.187 0.002 -0.125 -0.028 0.000 0.144 0.393 -0.053 -0.029 -0.026 0.001 | -| phi_p | 0.536 -0.008 -0.015 1.000 0.020 -0.071 0.013 -0.112 0.012 -0.027 0.995 -0.047 -0.025 -0.003 0.271 -0.019 0.022 -0.323 0.023 0.186 0.027 0.072 0.075 -0.066 | -| p4040_s | 0.024 -0.009 0.185 0.020 1.000 0.029 -0.276 0.043 -0.100 -0.077 0.019 -0.111 0.014 0.049 0.015 -0.051 0.119 -0.010 -0.071 -0.003 -0.114 0.105 0.107 -0.002 | -| Dbar_p | -0.041 -0.150 -0.168 -0.071 0.029 1.000 -0.141 -0.196 -0.186 -0.051 -0.071 -0.424 -0.188 0.020 -0.009 0.093 -0.206 0.017 0.012 0.076 -0.041 0.065 0.066 0.005 | -| p4160_p | 0.008 0.058 -0.186 0.013 -0.276 -0.141 1.000 0.217 0.225 0.015 0.012 -0.348 0.191 0.021 -0.003 -0.000 0.080 -0.003 -0.060 0.031 0.287 -0.048 -0.057 -0.001 | -| jpsi_p | -0.047 0.154 -0.137 -0.112 0.043 -0.196 0.217 1.000 0.157 -0.067 -0.113 -0.264 0.111 -0.058 -0.030 -0.018 0.182 0.028 -0.011 -0.091 0.101 0.062 0.057 0.008 | -| p4040_p | 0.014 -0.018 -0.126 0.012 -0.100 -0.186 0.225 0.157 1.000 0.006 0.011 -0.232 0.176 0.022 0.000 -0.028 0.022 -0.005 0.268 0.021 0.169 -0.001 -0.010 -0.001 | -| DDstar_s | -0.018 -0.042 0.027 -0.027 -0.077 -0.051 0.015 -0.067 0.006 1.000 -0.027 0.068 0.062 -0.063 0.010 -0.072 -0.002 0.003 -0.074 -0.006 -0.042 0.135 0.146 0.002 | -| phi_s | 0.538 -0.008 -0.015 0.995 0.019 -0.071 0.012 -0.113 0.011 -0.027 1.000 -0.047 -0.025 -0.004 0.269 -0.019 0.021 -0.319 0.022 0.177 0.026 0.069 0.073 -0.066 | -| DDstar_p | -0.016 -0.142 0.026 -0.047 -0.111 -0.424 -0.348 -0.264 -0.232 0.068 -0.047 1.000 -0.120 0.038 -0.021 -0.003 -0.130 0.015 -0.066 0.003 -0.225 -0.045 -0.059 0.003 | -| p3770_p | -0.020 0.101 0.035 -0.025 0.014 -0.188 0.191 0.111 0.176 0.062 -0.025 -0.120 1.000 -0.029 -0.009 0.135 -0.170 0.007 0.015 0.025 0.104 0.008 -0.002 0.002 | -| p4415_s | 0.001 -0.021 0.187 -0.003 0.049 0.020 0.021 -0.058 0.022 -0.063 -0.004 0.038 -0.029 1.000 0.012 -0.026 0.002 -0.003 0.188 -0.065 -0.099 0.138 0.146 0.000 | -| rho_s | 0.306 0.001 0.002 0.271 0.015 -0.009 -0.003 -0.030 0.000 0.010 0.269 -0.021 -0.009 0.012 1.000 0.014 0.005 -0.366 0.016 0.054 0.007 0.096 0.021 -0.013 | -| Dbar_s | -0.010 -0.035 -0.125 -0.019 -0.051 0.093 -0.000 -0.018 -0.028 -0.072 -0.019 -0.003 0.135 -0.026 0.014 1.000 -0.046 -0.001 -0.068 0.061 -0.049 0.146 0.157 0.002 | -| p3770_s | 0.025 -0.142 -0.028 0.022 0.119 -0.206 0.080 0.182 0.022 -0.002 0.021 -0.130 -0.170 0.002 0.005 -0.046 1.000 -0.009 0.033 -0.002 0.057 0.048 0.039 -0.002 | -| omega_s | 0.009 0.001 0.000 -0.323 -0.010 0.017 -0.003 0.028 -0.005 0.003 -0.319 0.015 0.007 -0.003 -0.366 -0.001 -0.009 1.000 -0.012 -0.066 -0.009 -0.041 -0.020 -0.055 | -| p4160_s | 0.032 -0.058 0.144 0.023 -0.071 0.012 -0.060 -0.011 0.268 -0.074 0.022 -0.066 0.015 0.188 0.016 -0.068 0.033 -0.012 1.000 0.042 -0.134 0.106 0.106 -0.002 | -| bplus_2 | 0.247 -0.049 0.393 0.186 -0.003 0.076 0.031 -0.091 0.021 -0.006 0.177 0.003 0.025 -0.065 0.054 0.061 -0.002 -0.066 0.042 1.000 0.098 -0.155 -0.195 -0.015 | -| p4415_p | 0.029 0.007 -0.053 0.027 -0.114 -0.041 0.287 0.101 0.169 -0.042 0.026 -0.225 0.104 -0.099 0.007 -0.049 0.057 -0.009 -0.134 0.098 1.000 -0.015 -0.020 -0.002 | -| bplus_0 | 0.068 0.030 -0.029 0.072 0.105 0.065 -0.048 0.062 -0.001 0.135 0.069 -0.045 0.008 0.138 0.096 0.146 0.048 -0.041 0.106 -0.155 -0.015 1.000 -0.457 -0.005 | -| bplus_1 | 0.085 0.033 -0.026 0.075 0.107 0.066 -0.057 0.057 -0.010 0.146 0.073 -0.059 -0.002 0.146 0.021 0.157 0.039 -0.020 0.106 -0.195 -0.020 -0.457 1.000 -0.006 | -| omega_p | -0.029 0.001 0.001 -0.066 -0.002 0.005 -0.001 0.008 -0.001 0.002 -0.066 0.003 0.002 0.000 -0.013 0.002 -0.002 -0.055 -0.002 -0.015 -0.002 -0.005 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23651053330298222}), (, {'error': 0.027936348305939163}), (, {'error': 0.10845037860569717}), (, {'error': 11.039601758272894}), (, {'error': 0.12487213648372997}), (, {'error': 0.23327196380056048}), (, {'error': 0.08094212630320996}), (, {'error': 0.023001695700578306}), (, {'error': 0.115677240985403}), (, {'error': 0.11741142486601289}), (, {'error': 5.151274433569038}), (, {'error': 0.28484453185177694}), (, {'error': 0.08164244667486242}), (, {'error': 0.14832038346864473}), (, {'error': 0.2735556675365375}), (, {'error': 0.0920751165136533}), (, {'error': 0.18680668029500302}), (, {'error': 0.8107875576049688}), (, {'error': 0.12342988363622398}), (, {'error': 0.044083488317938846}), (, {'error': 0.15597121578124873}), (, {'error': 0.0047039359540244075}), (, {'error': 0.009672280332316596}), (, {'error': 0.09335756807110762})]) -Toy 16/25 -Time taken: 1 h, 32 min -Projected time left: 52 min, 12 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1551 (1551 total) | -| EDM = 0.000401 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297185.0543142422 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6 | 10 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.895 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.67 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_p | 6.14 | 0.24 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 1.92 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.99 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.683 | 0.024 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 4.12 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 10| phi_s | 17.1 | 1.2 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 1.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.73 | 0.10 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.08 | 0.20 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.11 | 1.12 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 1.98 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.28 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | 3.95 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 22| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 0.019 0.018 0.012 0.009 -0.003 -0.015 -0.000 0.000 0.012 0.009 -0.002 0.003 0.095 0.000 0.005 -0.012 0.014 -0.042 0.009 -0.031 0.024 0.006 | -| psi2s_p | 0.001 1.000 0.218 -0.002 -0.017 -0.009 -0.137 -0.006 -0.208 0.020 -0.006 -0.127 -0.017 0.041 0.012 0.028 -0.455 -0.009 -0.051 -0.050 -0.065 -0.017 0.037 0.000 | -| Ctt | 0.019 0.218 1.000 -0.001 0.330 -0.315 -0.340 0.244 -0.283 -0.009 -0.048 -0.028 -0.231 0.186 0.038 -0.002 -0.154 -0.049 0.261 -0.670 0.030 -0.002 0.111 -0.001 | -| phi_p | 0.018 -0.002 -0.001 1.000 0.005 0.009 -0.004 -0.027 -0.002 0.001 0.672 0.012 -0.003 0.004 0.078 0.001 0.001 -0.076 0.005 -0.001 0.001 -0.056 0.046 -0.003 | -| p4040_s | 0.012 -0.017 0.330 0.005 1.000 -0.097 -0.509 -0.004 -0.181 -0.006 -0.027 -0.158 -0.139 0.216 0.052 -0.004 0.096 -0.044 0.127 -0.123 -0.131 -0.065 0.069 0.000 | -| Dbar_p | 0.009 -0.009 -0.315 0.009 -0.097 1.000 0.004 0.233 -0.057 -0.005 -0.018 -0.152 0.306 0.053 0.093 0.030 -0.041 -0.062 -0.073 0.068 -0.079 -0.078 -0.054 0.002 | -| p4160_p | -0.003 -0.137 -0.340 -0.004 -0.509 0.004 1.000 -0.051 0.223 0.042 0.002 -0.005 0.160 -0.115 -0.030 0.027 -0.029 0.019 -0.154 -0.011 0.278 0.019 0.036 -0.001 | -| jpsi_p | -0.015 -0.006 0.244 -0.027 -0.004 0.233 -0.051 1.000 -0.095 0.055 0.010 -0.105 0.015 -0.009 -0.057 0.051 -0.073 0.041 -0.012 -0.214 0.000 0.119 -0.061 0.002 | -| p4040_p | -0.000 -0.208 -0.283 -0.002 -0.181 -0.057 0.223 -0.095 1.000 0.029 -0.003 -0.004 0.151 -0.033 -0.008 0.022 -0.062 0.004 0.292 0.019 0.154 -0.009 0.040 -0.000 | -| DDstar_s | 0.000 0.020 -0.009 0.001 -0.006 -0.005 0.042 0.055 0.029 1.000 -0.000 0.057 0.036 -0.003 0.009 -0.001 0.032 -0.005 -0.001 0.017 0.015 -0.005 -0.014 0.000 | -| phi_s | 0.012 -0.006 -0.048 0.672 -0.027 -0.018 0.002 0.010 -0.003 -0.000 1.000 -0.013 0.001 -0.006 -0.029 -0.000 -0.014 0.016 -0.032 0.091 -0.024 0.073 -0.068 -0.008 | -| DDstar_p | 0.009 -0.127 -0.028 0.012 -0.158 -0.152 -0.005 -0.105 -0.004 0.057 -0.013 1.000 0.143 0.000 0.165 0.008 0.052 -0.098 -0.099 0.264 -0.170 -0.131 -0.151 0.005 | -| p3770_p | -0.002 -0.017 -0.231 -0.003 -0.139 0.306 0.160 0.015 0.151 0.036 0.001 0.143 1.000 -0.068 0.001 0.040 -0.223 0.001 -0.067 0.076 0.015 0.032 -0.104 0.001 | -| p4415_s | 0.003 0.041 0.186 0.004 0.216 0.053 -0.115 -0.009 -0.033 -0.003 -0.006 0.000 -0.068 1.000 0.048 -0.001 0.018 -0.029 0.335 0.119 -0.155 -0.039 -0.063 0.001 | -| rho_s | 0.095 0.012 0.038 0.078 0.052 0.093 -0.030 -0.057 -0.008 0.009 -0.029 0.165 0.001 0.048 1.000 0.001 0.023 -0.634 0.059 -0.007 0.013 -0.585 0.492 0.033 | -| Dbar_s | 0.000 0.028 -0.002 0.001 -0.004 0.030 0.027 0.051 0.022 -0.001 -0.000 0.008 0.040 -0.001 0.001 1.000 0.030 -0.001 -0.001 0.003 0.010 -0.000 -0.004 -0.000 | -| p3770_s | 0.005 -0.455 -0.154 0.001 0.096 -0.041 -0.029 -0.073 -0.062 0.032 -0.014 0.052 -0.223 0.018 0.023 0.030 1.000 -0.019 0.016 0.073 -0.012 -0.029 -0.011 0.000 | -| omega_s | -0.012 -0.009 -0.049 -0.076 -0.044 -0.062 0.019 0.041 0.004 -0.005 0.016 -0.098 0.001 -0.029 -0.634 -0.001 -0.019 1.000 -0.050 0.059 -0.020 0.357 -0.301 -0.126 | -| p4160_s | 0.014 -0.051 0.261 0.005 0.127 -0.073 -0.154 -0.012 0.292 -0.001 -0.032 -0.099 -0.067 0.335 0.059 -0.001 0.016 -0.050 1.000 -0.143 -0.097 -0.064 0.056 0.000 | -| bplus_2 | -0.042 -0.050 -0.670 -0.001 -0.123 0.068 -0.011 -0.214 0.019 0.017 0.091 0.264 0.076 0.119 -0.007 0.003 0.073 0.059 -0.143 1.000 -0.221 -0.088 -0.137 0.006 | -| p4415_p | 0.009 -0.065 0.030 0.001 -0.131 -0.079 0.278 0.000 0.154 0.015 -0.024 -0.170 0.015 -0.155 0.013 0.010 -0.012 -0.020 -0.097 -0.221 1.000 -0.032 0.121 -0.001 | -| bplus_0 | -0.031 -0.017 -0.002 -0.056 -0.065 -0.078 0.019 0.119 -0.009 -0.005 0.073 -0.131 0.032 -0.039 -0.585 -0.000 -0.029 0.357 -0.064 -0.088 -0.032 1.000 -0.922 -0.017 | -| bplus_1 | 0.024 0.037 0.111 0.046 0.069 -0.054 0.036 -0.061 0.040 -0.014 -0.068 -0.151 -0.104 -0.063 0.492 -0.004 -0.011 -0.301 0.056 -0.137 0.121 -0.922 1.000 0.015 | -| omega_p | 0.006 0.000 -0.001 -0.003 0.000 0.002 -0.001 0.002 -0.000 0.000 -0.008 0.005 0.001 0.001 0.033 -0.000 0.000 -0.126 0.000 0.006 -0.001 -0.017 0.015 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 10.189669355320511}), (, {'error': 0.03119459935389024}), (, {'error': 0.20289151893228374}), (, {'error': 0.2437374551104643}), (, {'error': 0.16944018239858194}), (, {'error': 0.31323778312796646}), (, {'error': 0.10873991908555247}), (, {'error': 0.02410143216892635}), (, {'error': 0.191410298626832}), (, {'error': 0.026385369668675024}), (, {'error': 1.1675286607033506}), (, {'error': 0.3328303412157143}), (, {'error': 0.10195827616112663}), (, {'error': 0.1984248769898228}), (, {'error': 1.1175497063928517}), (, {'error': 0.019942248998718243}), (, {'error': 0.23052459146183946}), (, {'error': 1.0931244690725919}), (, {'error': 0.1713640255560509}), (, {'error': 0.08253130689199106}), (, {'error': 0.1939468290658617}), (, {'error': 0.032643669933891006}), (, {'error': 0.060993120942813395}), (, {'error': 0.11076985974981302})]) -Toy 17/25 -Time taken: 1 h, 39 min -Projected time left: 46 min, 56 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1508 (1508 total) | -| EDM = 0.000326 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297048.5659937084 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.56 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.881 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.98 | 0.22 | | | -1.5 | 1.5 | | -| 3 | phi_p | -5.49 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.76 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.02 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.662 | 0.024 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.38 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 10| phi_s | 23.5 | 1.7 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.62 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.08 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.50 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 5.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 1.97 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.45 | 0.10 | | | -2 | 2 | | -| 20| p4415_p | -2.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.48 | 0.03 | | | -2 | 2 | | -| 22| bplus_1 | 0.89 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 6.21 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.001 0.099 -0.196 0.048 0.028 -0.010 -0.072 0.006 0.001 0.003 0.007 -0.011 0.011 0.119 0.001 0.018 0.186 0.063 -0.226 0.048 -0.010 -0.007 -0.062 | -| psi2s_p | 0.001 1.000 0.201 -0.000 0.046 -0.028 -0.146 -0.012 -0.216 0.023 0.000 -0.148 -0.037 0.038 -0.000 0.031 -0.425 -0.001 -0.047 -0.044 -0.064 -0.009 0.041 -0.001 | -| Ctt | 0.099 0.201 1.000 0.007 0.373 -0.328 -0.358 0.261 -0.239 -0.010 0.001 -0.034 -0.245 0.201 -0.049 -0.001 -0.150 0.018 0.270 -0.664 0.027 0.057 0.066 0.004 | -| phi_p | -0.196 -0.000 0.007 1.000 0.005 0.013 -0.005 -0.004 -0.002 0.002 -0.008 0.019 0.003 0.007 0.153 0.001 0.002 -0.139 0.005 0.026 -0.001 -0.099 0.092 -0.026 | -| p4040_s | 0.048 0.046 0.373 0.005 1.000 -0.072 -0.528 0.033 -0.221 -0.011 0.001 -0.179 -0.179 0.197 -0.007 -0.007 0.096 0.003 0.052 -0.137 -0.161 -0.020 0.036 0.001 | -| Dbar_p | 0.028 -0.028 -0.328 0.013 -0.072 1.000 -0.001 0.225 -0.094 -0.006 0.000 -0.196 0.327 0.042 0.039 0.027 -0.055 -0.016 -0.086 0.086 -0.088 -0.060 -0.061 -0.002 | -| p4160_p | -0.010 -0.146 -0.358 -0.005 -0.528 -0.001 1.000 -0.072 0.169 0.049 -0.000 0.002 0.163 -0.107 -0.014 0.032 -0.030 0.005 -0.153 0.015 0.284 0.012 0.037 0.001 | -| jpsi_p | -0.072 -0.012 0.261 -0.004 0.033 0.225 -0.072 1.000 -0.112 0.064 -0.001 -0.081 0.010 0.003 -0.001 0.058 -0.070 -0.014 -0.002 -0.214 -0.002 0.090 -0.033 -0.006 | -| p4040_p | 0.006 -0.216 -0.239 -0.002 -0.221 -0.094 0.169 -0.112 1.000 0.028 0.000 -0.041 0.107 0.002 -0.009 0.022 -0.056 0.004 0.325 0.011 0.143 -0.013 0.052 0.001 | -| DDstar_s | 0.001 0.023 -0.010 0.002 -0.011 -0.006 0.049 0.064 0.028 1.000 0.000 0.059 0.047 -0.004 0.006 -0.002 0.034 -0.003 -0.002 0.020 0.017 -0.006 -0.015 -0.000 | -| phi_s | 0.003 0.000 0.001 -0.008 0.001 0.000 -0.000 -0.001 0.000 0.000 1.000 0.000 -0.000 0.000 0.001 0.000 0.000 0.000 0.001 -0.002 0.000 -0.002 0.002 -0.000 | -| DDstar_p | 0.007 -0.148 -0.034 0.019 -0.179 -0.196 0.002 -0.081 -0.041 0.059 0.000 1.000 0.171 -0.014 0.112 0.010 0.051 -0.048 -0.130 0.314 -0.193 -0.135 -0.169 -0.009 | -| p3770_p | -0.011 -0.037 -0.245 0.003 -0.179 0.327 0.163 0.010 0.107 0.047 -0.000 0.171 1.000 -0.072 0.015 0.051 -0.274 -0.009 -0.088 0.101 0.003 0.012 -0.106 -0.002 | -| p4415_s | 0.011 0.038 0.201 0.007 0.197 0.042 -0.107 0.003 0.002 -0.004 0.000 -0.014 -0.072 1.000 0.024 -0.002 0.012 -0.011 0.326 0.089 -0.152 -0.033 -0.059 -0.002 | -| rho_s | 0.119 -0.000 -0.049 0.153 -0.007 0.039 -0.014 -0.001 -0.009 0.006 0.001 0.112 0.015 0.024 1.000 0.001 0.002 -0.481 -0.011 0.193 -0.033 -0.370 0.305 -0.066 | -| Dbar_s | 0.001 0.031 -0.001 0.001 -0.007 0.027 0.032 0.058 0.022 -0.002 0.000 0.010 0.051 -0.002 0.001 1.000 0.032 -0.000 -0.001 0.003 0.012 -0.000 -0.005 0.000 | -| p3770_s | 0.018 -0.425 -0.150 0.002 0.096 -0.055 -0.030 -0.070 -0.056 0.034 0.000 0.051 -0.274 0.012 0.002 0.032 1.000 -0.002 0.005 0.082 -0.019 -0.020 -0.021 -0.000 | -| omega_s | 0.186 -0.001 0.018 -0.139 0.003 -0.016 0.005 -0.014 0.004 -0.003 0.000 -0.048 -0.009 -0.011 -0.481 -0.000 -0.002 1.000 0.005 -0.092 0.014 0.171 -0.147 0.325 | -| p4160_s | 0.063 -0.047 0.270 0.005 0.052 -0.086 -0.153 -0.002 0.325 -0.002 0.001 -0.130 -0.088 0.326 -0.011 -0.001 0.005 0.005 1.000 -0.159 -0.105 -0.021 0.032 0.002 | -| bplus_2 | -0.226 -0.044 -0.664 0.026 -0.137 0.086 0.015 -0.214 0.011 0.020 -0.002 0.314 0.101 0.089 0.193 0.003 0.082 -0.092 -0.159 1.000 -0.232 -0.322 0.068 -0.018 | -| p4415_p | 0.048 -0.064 0.027 -0.001 -0.161 -0.088 0.284 -0.002 0.143 0.017 0.000 -0.193 0.003 -0.152 -0.033 0.012 -0.019 0.014 -0.105 -0.232 1.000 0.006 0.103 0.003 | -| bplus_0 | -0.010 -0.009 0.057 -0.099 -0.020 -0.060 0.012 0.090 -0.013 -0.006 -0.002 -0.135 0.012 -0.033 -0.370 -0.000 -0.020 0.171 -0.021 -0.322 0.006 1.000 -0.913 0.027 | -| bplus_1 | -0.007 0.041 0.066 0.092 0.036 -0.061 0.037 -0.033 0.052 -0.015 0.002 -0.169 -0.106 -0.059 0.305 -0.005 -0.021 -0.147 0.032 0.068 0.103 -0.913 1.000 -0.023 | -| omega_p | -0.062 -0.001 0.004 -0.026 0.001 -0.002 0.001 -0.006 0.001 -0.000 -0.000 -0.009 -0.002 -0.002 -0.066 0.000 -0.000 0.325 0.002 -0.018 0.003 0.027 -0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30052772076440215}), (, {'error': 0.031425469367455605}), (, {'error': 0.21696568697045326}), (, {'error': 0.1295190547930556}), (, {'error': 0.1769587765543646}), (, {'error': 0.3209321100007685}), (, {'error': 0.10858204158587581}), (, {'error': 0.024355401049660053}), (, {'error': 0.23951268178253193}), (, {'error': 0.028988060340784466}), (, {'error': 1.715454738884981}), (, {'error': 0.35791966684325827}), (, {'error': 0.09283002771194937}), (, {'error': 0.19306954394904202}), (, {'error': 0.339305923060634}), (, {'error': 0.02324337787689218}), (, {'error': 0.2280371584559724}), (, {'error': 1.0899399767727798}), (, {'error': 0.17214163856720188}), (, {'error': 0.09768069885616604}), (, {'error': 0.1977142733728492}), (, {'error': 0.03441481389553014}), (, {'error': 0.06445793428928148}), (, {'error': 0.23985721312879527})]) -Toy 18/25 -Time taken: 1 h, 46 min -Projected time left: 41 min, 25 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1463 (1463 total) | -| EDM = 0.000175 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297317.3832975301 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.97 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -1.4 | 2.7 | | | -1.5 | 1.5 | | -| 3 | phi_p | 6.17 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.2 | 0.4 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -0.24 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.55 | 0.05 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.88 | 0.24 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.009 | | | -0.3 | 0.3 | | -| 10| phi_s | 17.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.45 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.61 | 0.31 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.96 | 0.28 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.3 | 0.5 | | |0.918861 | 4.08114 | | -| 17| omega_s | 4 | 5 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.5 | 0.3 | | | -2 | 2 | | -| 20| p4415_p | 4.92 | 0.31 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | 0.512 | 0.012 | | | -2 | 2 | | -| 22| bplus_1 | -0.923 | 0.028 | | | -2 | 2 | | -| 23| omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.016 0.028 0.010 0.026 0.001 -0.000 0.018 -0.021 0.000 0.010 0.001 -0.022 0.023 0.006 0.004 -0.023 0.065 -0.003 0.032 -0.003 -0.018 -0.014 -0.006 | -| psi2s_p | 0.016 1.000 0.576 -0.040 0.545 0.083 -0.003 0.507 -0.573 0.012 -0.092 0.055 -0.403 0.463 0.007 0.085 -0.659 -0.068 -0.069 0.551 -0.229 -0.254 -0.375 0.011 | -| Ctt | 0.028 0.576 1.000 -0.066 0.944 -0.098 -0.009 0.862 -0.857 0.009 -0.151 0.016 -0.795 0.839 -0.002 0.127 -0.893 -0.113 -0.118 0.988 -0.286 -0.506 -0.741 0.016 | -| phi_p | 0.010 -0.040 -0.066 1.000 -0.062 0.007 0.001 -0.066 0.054 -0.000 0.620 -0.000 0.050 -0.055 0.028 -0.008 0.057 -0.040 0.008 -0.066 0.016 0.036 0.051 -0.015 | -| p4040_s | 0.026 0.545 0.944 -0.062 1.000 -0.108 -0.006 0.798 -0.842 0.010 -0.143 0.010 -0.771 0.788 0.001 0.117 -0.818 -0.107 -0.115 0.922 -0.331 -0.455 -0.674 0.015 | -| Dbar_p | 0.001 0.083 -0.098 0.007 -0.108 1.000 0.002 0.163 0.143 0.002 -0.006 -0.027 0.331 -0.072 0.015 -0.004 0.163 -0.004 0.020 -0.086 0.002 0.145 0.154 -0.002 | -| p4160_p | -0.000 -0.003 -0.009 0.001 -0.006 0.002 1.000 -0.007 0.006 -0.000 0.002 -0.000 0.007 -0.009 -0.000 -0.001 0.008 0.001 -0.001 -0.009 0.006 0.004 0.006 -0.000 | -| jpsi_p | 0.018 0.507 0.862 -0.066 0.798 0.163 -0.007 1.000 -0.721 0.008 -0.121 0.077 -0.626 0.710 0.001 0.112 -0.743 -0.090 -0.097 0.851 -0.230 -0.450 -0.635 0.019 | -| p4040_p | -0.021 -0.573 -0.857 0.054 -0.842 0.143 0.006 -0.721 1.000 -0.003 0.115 0.031 0.728 -0.684 0.004 -0.097 0.766 0.088 0.097 -0.831 0.244 0.442 0.636 -0.013 | -| DDstar_s | 0.000 0.012 0.009 -0.000 0.010 0.002 -0.000 0.008 -0.003 1.000 -0.001 0.002 -0.010 0.011 -0.003 0.000 -0.007 -0.001 -0.001 0.011 0.003 -0.015 -0.020 -0.000 | -| phi_s | 0.010 -0.092 -0.151 0.620 -0.143 -0.006 0.002 -0.121 0.115 -0.001 1.000 -0.005 0.115 -0.131 0.023 -0.018 0.123 0.011 0.017 -0.164 0.024 0.062 0.110 -0.027 | -| DDstar_p | 0.001 0.055 0.016 -0.000 0.010 -0.027 -0.000 0.077 0.031 0.002 -0.005 1.000 0.024 0.017 0.001 0.001 0.013 -0.004 0.003 0.016 0.019 0.002 -0.004 -0.000 | -| p3770_p | -0.022 -0.403 -0.795 0.050 -0.771 0.331 0.007 -0.626 0.728 -0.010 0.115 0.024 1.000 -0.669 0.003 -0.097 0.655 0.087 0.099 -0.777 0.258 0.415 0.592 -0.012 | -| p4415_s | 0.023 0.463 0.839 -0.055 0.788 -0.072 -0.009 0.710 -0.684 0.011 -0.131 0.017 -0.669 1.000 0.006 0.106 -0.737 -0.098 -0.094 0.815 -0.246 -0.381 -0.573 0.014 | -| rho_s | 0.006 0.007 -0.002 0.028 0.001 0.015 -0.000 0.001 0.004 -0.003 0.023 0.001 0.003 0.006 1.000 -0.002 0.004 -0.334 -0.000 -0.004 -0.005 0.077 -0.031 0.087 | -| Dbar_s | 0.004 0.085 0.127 -0.008 0.117 -0.004 -0.001 0.112 -0.097 0.000 -0.018 0.001 -0.097 0.106 -0.002 1.000 -0.104 -0.014 -0.014 0.124 -0.029 -0.070 -0.101 0.002 | -| p3770_s | -0.023 -0.659 -0.893 0.057 -0.818 0.163 0.008 -0.743 0.766 -0.007 0.123 0.013 0.655 -0.737 0.004 -0.104 1.000 0.094 0.104 -0.873 0.251 0.470 0.671 -0.014 | -| omega_s | 0.065 -0.068 -0.113 -0.040 -0.107 -0.004 0.001 -0.090 0.088 -0.001 0.011 -0.004 0.087 -0.098 -0.334 -0.014 0.094 1.000 0.013 -0.121 0.020 0.044 0.083 -0.322 | -| p4160_s | -0.003 -0.069 -0.118 0.008 -0.115 0.020 -0.001 -0.097 0.097 -0.001 0.017 0.003 0.099 -0.094 -0.000 -0.014 0.104 0.013 1.000 -0.114 0.041 0.058 0.084 -0.002 | -| bplus_2 | 0.032 0.551 0.988 -0.066 0.922 -0.086 -0.009 0.851 -0.831 0.011 -0.164 0.016 -0.777 0.815 -0.004 0.124 -0.873 -0.121 -0.114 1.000 -0.236 -0.528 -0.745 0.014 | -| p4415_p | -0.003 -0.229 -0.286 0.016 -0.331 0.002 0.006 -0.230 0.244 0.003 0.024 0.019 0.258 -0.246 -0.005 -0.029 0.251 0.020 0.041 -0.236 1.000 0.104 0.143 -0.006 | -| bplus_0 | -0.018 -0.254 -0.506 0.036 -0.455 0.145 0.004 -0.450 0.442 -0.015 0.062 0.002 0.415 -0.381 0.077 -0.070 0.470 0.044 0.058 -0.528 0.104 1.000 -0.090 -0.001 | -| bplus_1 | -0.014 -0.375 -0.741 0.051 -0.674 0.154 0.006 -0.635 0.636 -0.020 0.110 -0.004 0.592 -0.573 -0.031 -0.101 0.671 0.083 0.084 -0.745 0.143 -0.090 1.000 -0.019 | -| omega_p | -0.006 0.011 0.016 -0.015 0.015 -0.002 -0.000 0.019 -0.013 -0.000 -0.027 -0.000 -0.012 0.014 0.087 0.002 -0.014 -0.322 -0.002 0.014 -0.006 -0.001 -0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.050755635366130036}), (, {'error': 0.03717741424686061}), (, {'error': 2.7458260147138924}), (, {'error': 0.2533318440358219}), (, {'error': 0.4187003743938908}), (, {'error': 0.23270178682678333}), (, {'error': 0.008482946403989722}), (, {'error': 0.052619650669182505}), (, {'error': 0.24248386603234895}), (, {'error': 0.009004638697166667}), (, {'error': 1.0067090019969047}), (, {'error': 0.1702424098757298}), (, {'error': 0.15473000326880793}), (, {'error': 0.306817080685707}), (, {'error': 0.283416364259388}), (, {'error': 0.011856232836492897}), (, {'error': 0.47339953564774806}), (, {'error': 4.6376161855863405}), (, {'error': 0.017871020425141326}), (, {'error': 0.3351365512368567}), (, {'error': 0.313239724079617}), (, {'error': 0.012380807211240574}), (, {'error': 0.028499837246780957}), (, {'error': 0.549304108055571})]) -Toy 19/25 -Time taken: 1 h, 53 min -Projected time left: 35 min, 48 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1357 (1357 total) | -| EDM = 0.000193 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297267.42567143653 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.19 | 0.18 | | | -1.5 | 1.5 | | -| 3 | phi_p | 5.85 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.11 | 0.20 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 3.3 | 0.9 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.39 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.55 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.88 | 0.19 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 10| phi_s | 16.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -2.7 | 1.2 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.17 | 0.15 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.69 | 0.27 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.44 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.14 | 0.09 | | | -2 | 2 | | -| 20| p4415_p | -2.22 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.392 | 0.024 | | | -2 | 2 | | -| 22| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 6.24 | 0.26 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.004 0.112 0.108 0.050 0.047 -0.002 -0.011 0.014 -0.022 0.104 -0.037 -0.031 0.019 0.079 0.020 0.008 0.290 0.072 -0.265 0.052 0.104 -0.069 -0.005 | -| psi2s_p | 0.004 1.000 0.275 0.002 0.033 -0.177 0.192 0.331 0.094 -0.049 0.003 -0.111 0.148 0.006 -0.020 -0.040 -0.065 0.009 -0.003 -0.050 0.125 0.001 0.068 0.003 | -| Ctt | 0.112 0.275 1.000 0.015 0.154 -0.246 -0.223 -0.211 -0.121 0.033 -0.062 0.236 0.138 0.161 0.078 -0.213 0.039 -0.031 0.132 -0.344 -0.163 -0.039 -0.071 0.000 | -| phi_p | 0.108 0.002 0.015 1.000 -0.001 -0.016 -0.001 -0.003 0.004 0.007 0.555 0.013 0.006 0.002 0.044 -0.003 0.009 -0.014 0.004 -0.017 -0.001 -0.039 0.020 0.005 | -| p4040_s | 0.050 0.033 0.154 -0.001 1.000 0.461 -0.357 0.023 -0.181 -0.200 -0.005 -0.452 -0.368 0.183 -0.066 0.158 -0.032 0.037 0.162 -0.287 0.017 0.028 0.196 0.008 | -| Dbar_p | 0.047 -0.177 -0.246 -0.016 0.461 1.000 -0.209 -0.158 -0.221 -0.263 0.015 -0.796 -0.724 0.167 -0.164 0.352 -0.421 0.084 0.310 -0.540 0.245 0.121 0.372 0.013 | -| p4160_p | -0.002 0.192 -0.223 -0.001 -0.357 -0.209 1.000 0.507 0.421 -0.016 0.018 -0.211 0.267 -0.037 -0.072 -0.006 0.193 0.035 -0.064 -0.087 0.478 0.031 0.164 0.007 | -| jpsi_p | -0.011 0.331 -0.211 -0.003 0.023 -0.158 0.507 1.000 0.404 -0.101 0.003 -0.317 0.144 -0.047 -0.049 0.043 0.311 0.017 0.053 -0.006 0.374 -0.049 0.225 0.003 | -| p4040_p | 0.014 0.094 -0.121 0.004 -0.181 -0.221 0.421 0.404 1.000 -0.025 0.002 -0.135 0.268 0.028 -0.034 -0.050 0.156 0.018 0.289 -0.040 0.292 -0.010 0.112 0.005 | -| DDstar_s | -0.022 -0.049 0.033 0.007 -0.200 -0.263 -0.016 -0.101 -0.025 1.000 -0.016 0.380 0.257 -0.069 0.111 -0.134 0.084 -0.057 -0.151 0.294 -0.199 -0.059 -0.273 -0.009 | -| phi_s | 0.104 0.003 -0.062 0.555 -0.005 0.015 0.018 0.003 0.002 -0.016 1.000 -0.035 -0.009 -0.009 -0.031 0.003 -0.011 0.062 -0.018 0.064 0.008 0.099 -0.063 0.017 | -| DDstar_p | -0.037 -0.111 0.236 0.013 -0.452 -0.796 -0.211 -0.317 -0.135 0.380 -0.035 1.000 0.539 -0.138 0.218 -0.340 0.170 -0.111 -0.361 0.587 -0.542 -0.132 -0.517 -0.019 | -| p3770_p | -0.031 0.148 0.138 0.006 -0.368 -0.724 0.267 0.144 0.268 0.257 -0.009 0.539 1.000 -0.147 0.088 -0.178 0.123 -0.047 -0.213 0.342 -0.092 -0.032 -0.285 -0.008 | -| p4415_s | 0.019 0.006 0.161 0.002 0.183 0.167 -0.037 -0.047 0.028 -0.069 -0.009 -0.138 -0.147 1.000 0.002 0.061 -0.031 0.000 0.325 -0.016 -0.070 -0.007 -0.002 0.001 | -| rho_s | 0.079 -0.020 0.078 0.044 -0.066 -0.164 -0.072 -0.049 -0.034 0.111 -0.031 0.218 0.088 0.002 1.000 -0.051 0.036 -0.462 -0.046 0.112 -0.120 -0.418 0.195 -0.065 | -| Dbar_s | 0.020 -0.040 -0.213 -0.003 0.158 0.352 -0.006 0.043 -0.050 -0.134 0.003 -0.340 -0.178 0.061 -0.051 1.000 -0.145 0.026 0.103 -0.182 0.116 0.036 0.120 0.005 | -| p3770_s | 0.008 -0.065 0.039 0.009 -0.032 -0.421 0.193 0.311 0.156 0.084 -0.011 0.170 0.123 -0.031 0.036 -0.145 1.000 -0.017 -0.047 0.171 0.022 -0.043 -0.085 -0.001 | -| omega_s | 0.290 0.009 -0.031 -0.014 0.037 0.084 0.035 0.017 0.018 -0.057 0.062 -0.111 -0.047 0.000 -0.462 0.026 -0.017 1.000 0.029 -0.084 0.063 0.233 -0.122 0.345 | -| p4160_s | 0.072 -0.003 0.132 0.004 0.162 0.310 -0.064 0.053 0.289 -0.151 -0.018 -0.361 -0.213 0.325 -0.046 0.103 -0.047 0.029 1.000 -0.268 0.010 0.011 0.157 0.008 | -| bplus_2 | -0.265 -0.050 -0.344 -0.017 -0.287 -0.540 -0.087 -0.006 -0.040 0.294 0.064 0.587 0.342 -0.016 0.112 -0.182 0.171 -0.084 -0.268 1.000 -0.405 -0.075 -0.413 -0.024 | -| p4415_p | 0.052 0.125 -0.163 -0.001 0.017 0.245 0.478 0.374 0.292 -0.199 0.008 -0.542 -0.092 -0.070 -0.120 0.116 0.022 0.063 0.010 -0.405 1.000 0.046 0.348 0.013 | -| bplus_0 | 0.104 0.001 -0.039 -0.039 0.028 0.121 0.031 -0.049 -0.010 -0.059 0.099 -0.132 -0.032 -0.007 -0.418 0.036 -0.043 0.233 0.011 -0.075 0.046 1.000 -0.746 0.033 | -| bplus_1 | -0.069 0.068 -0.071 0.020 0.196 0.372 0.164 0.225 0.112 -0.273 -0.063 -0.517 -0.285 -0.002 0.195 0.120 -0.085 -0.122 0.157 -0.413 0.348 -0.746 1.000 -0.016 | -| omega_p | -0.005 0.003 0.000 0.005 0.008 0.013 0.007 0.003 0.005 -0.009 0.017 -0.019 -0.008 0.001 -0.065 0.005 -0.001 0.345 0.008 -0.024 0.013 0.033 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3855629409631032}), (, {'error': 0.035845457493482336}), (, {'error': 0.1767378757933895}), (, {'error': 0.20091569166361545}), (, {'error': 0.1972426471432756}), (, {'error': 0.9005081993066808}), (, {'error': 0.11835460071113868}), (, {'error': 0.034334488020427045}), (, {'error': 0.191194095526515}), (, {'error': 0.3770442826221846}), (, {'error': 1.0447682625160795}), (, {'error': 1.1728384772127405}), (, {'error': 0.1477510562964408}), (, {'error': 0.18992460821949397}), (, {'error': 0.3682298782176895}), (, {'error': 0.37193357750653316}), (, {'error': 0.27113878081408993}), (, {'error': 1.105080314253283}), (, {'error': 0.17859125608607318}), (, {'error': 0.0909676477520669}), (, {'error': 0.2249738679182438}), (, {'error': 0.023722620681273066}), (, {'error': 0.0566546061383173}), (, {'error': 0.2563159759264426})]) -Toy 20/25 -Time taken: 1 h, 59 min -Projected time left: 29 min, 55 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1548 (1548 total) | -| EDM = 2.09E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297160.16285571037 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | 0.15 | 0.26 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.88 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.96 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -5.7 | 1.3 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.30 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.575 | 0.030 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.53 | 0.23 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 10| phi_s | 21.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -2.7 | 1.2 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -3.01 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.4 | 0.3 | | |0.918861 | 4.08114 | | -| 17| omega_s | 8.2 | 1.6 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.10 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.06 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -2.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.454 | 0.015 | | | -2 | 2 | | -| 22| bplus_1 | 0.935 | 0.031 | | | -2 | 2 | | -| 23| omega_p | -5.2 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.002 -0.002 -0.038 0.008 0.011 0.001 0.003 -0.001 -0.009 -0.014 -0.013 -0.004 0.002 -0.013 0.007 -0.004 -0.006 0.008 -0.038 0.009 0.019 -0.011 -0.034 | -| psi2s_p | -0.002 1.000 0.457 0.004 -0.092 -0.412 0.192 0.268 0.182 0.119 0.020 0.235 0.202 -0.072 -0.018 -0.266 0.129 0.005 -0.055 0.108 0.068 0.027 0.035 -0.005 | -| Ctt | -0.002 0.457 1.000 -0.001 -0.148 -0.787 0.104 -0.051 0.304 0.296 -0.005 0.723 0.275 -0.072 0.026 -0.658 0.494 0.008 -0.008 0.036 -0.081 -0.067 -0.038 0.015 | -| phi_p | -0.038 0.004 -0.001 1.000 0.003 0.004 0.009 0.005 0.004 -0.007 0.437 -0.015 0.001 -0.001 0.009 0.004 -0.000 -0.053 0.002 -0.004 0.011 0.026 -0.001 -0.024 | -| p4040_s | 0.008 -0.092 -0.148 0.003 1.000 0.395 -0.455 0.026 -0.306 -0.224 -0.029 -0.430 -0.217 0.218 -0.002 0.253 -0.143 -0.014 0.066 -0.201 -0.115 0.014 0.040 -0.005 | -| Dbar_p | 0.011 -0.412 -0.787 0.004 0.395 1.000 -0.369 -0.159 -0.536 -0.388 -0.035 -0.897 -0.407 0.254 -0.017 0.739 -0.679 -0.024 0.156 -0.452 0.007 0.089 0.078 -0.015 | -| p4160_p | 0.001 0.192 0.104 0.009 -0.455 -0.369 1.000 0.355 0.393 0.153 0.034 0.146 0.285 -0.097 -0.058 -0.193 0.279 0.000 -0.095 0.051 0.410 0.123 0.124 -0.023 | -| jpsi_p | 0.003 0.268 -0.051 0.005 0.026 -0.159 0.355 1.000 0.272 -0.011 0.006 -0.132 0.093 -0.055 -0.059 0.008 0.266 -0.020 0.041 0.089 0.282 0.079 0.143 -0.035 | -| p4040_p | -0.001 0.182 0.304 0.004 -0.306 -0.536 0.393 0.272 1.000 0.198 0.022 0.346 0.336 -0.085 -0.029 -0.364 0.359 0.004 0.226 0.168 0.212 0.035 0.055 -0.010 | -| DDstar_s | -0.009 0.119 0.296 -0.007 -0.224 -0.388 0.153 -0.011 0.198 1.000 -0.004 0.439 0.237 -0.130 0.062 -0.319 0.268 0.016 -0.115 0.276 -0.064 -0.164 -0.173 0.030 | -| phi_s | -0.014 0.020 -0.005 0.437 -0.029 -0.035 0.034 0.006 0.022 -0.004 1.000 0.007 0.014 -0.026 -0.057 -0.034 0.015 0.026 -0.032 0.114 0.006 0.088 -0.042 0.005 | -| DDstar_p | -0.013 0.235 0.723 -0.015 -0.430 -0.897 0.146 -0.132 0.346 0.439 0.007 1.000 0.355 -0.239 0.067 -0.673 0.528 0.023 -0.220 0.479 -0.212 -0.205 -0.206 0.033 | -| p3770_p | -0.004 0.202 0.275 0.001 -0.217 -0.407 0.285 0.093 0.336 0.237 0.014 0.355 1.000 -0.139 -0.002 -0.138 0.099 0.007 -0.059 0.138 0.086 -0.007 -0.055 0.002 | -| p4415_s | 0.002 -0.072 -0.072 -0.001 0.218 0.254 -0.097 -0.055 -0.085 -0.130 -0.026 -0.239 -0.139 1.000 0.024 0.179 -0.140 -0.005 0.316 -0.032 -0.100 -0.059 -0.057 0.008 | -| rho_s | -0.013 -0.018 0.026 0.009 -0.002 -0.017 -0.058 -0.059 -0.029 0.062 -0.057 0.067 -0.002 0.024 1.000 0.011 -0.004 0.170 0.000 0.026 -0.061 -0.217 0.088 0.532 | -| Dbar_s | 0.007 -0.266 -0.658 0.004 0.253 0.739 -0.193 0.008 -0.364 -0.319 -0.034 -0.673 -0.138 0.179 0.011 1.000 -0.476 -0.015 0.082 -0.296 0.020 0.011 0.004 -0.000 | -| p3770_s | -0.004 0.129 0.494 -0.000 -0.143 -0.679 0.279 0.266 0.359 0.268 0.015 0.528 0.099 -0.140 -0.004 -0.476 1.000 0.008 -0.054 0.292 0.058 -0.038 -0.029 0.002 | -| omega_s | -0.006 0.005 0.008 -0.053 -0.014 -0.024 0.000 -0.020 0.004 0.016 0.026 0.023 0.007 -0.005 0.170 -0.015 0.008 1.000 -0.014 0.063 -0.014 -0.024 0.014 0.783 | -| p4160_s | 0.008 -0.055 -0.008 0.002 0.066 0.156 -0.095 0.041 0.226 -0.115 -0.032 -0.220 -0.059 0.316 0.000 0.082 -0.054 -0.014 1.000 -0.147 -0.091 -0.002 0.029 -0.004 | -| bplus_2 | -0.038 0.108 0.036 -0.004 -0.201 -0.452 0.051 0.089 0.168 0.276 0.114 0.479 0.138 -0.032 0.026 -0.296 0.292 0.063 -0.147 1.000 -0.213 -0.157 -0.269 0.032 | -| p4415_p | 0.009 0.068 -0.081 0.011 -0.115 0.007 0.410 0.282 0.212 -0.064 0.006 -0.212 0.086 -0.100 -0.061 0.020 0.058 -0.014 -0.091 -0.213 1.000 0.150 0.187 -0.028 | -| bplus_0 | 0.019 0.027 -0.067 0.026 0.014 0.089 0.123 0.079 0.035 -0.164 0.088 -0.205 -0.007 -0.059 -0.217 0.011 -0.038 -0.024 -0.002 -0.157 0.150 1.000 -0.688 -0.095 | -| bplus_1 | -0.011 0.035 -0.038 -0.001 0.040 0.078 0.124 0.143 0.055 -0.173 -0.042 -0.206 -0.055 -0.057 0.088 0.004 -0.029 0.014 0.029 -0.269 0.187 -0.688 1.000 0.045 | -| omega_p | -0.034 -0.005 0.015 -0.024 -0.005 -0.015 -0.023 -0.035 -0.010 0.030 0.005 0.033 0.002 0.008 0.532 -0.000 0.002 0.783 -0.004 0.032 -0.028 -0.095 0.045 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10971126500573947}), (, {'error': 0.03641748224482999}), (, {'error': 0.25784179483477865}), (, {'error': 0.12910938968693042}), (, {'error': 0.1829093343075679}), (, {'error': 1.290628299411312}), (, {'error': 0.12129040110849298}), (, {'error': 0.029708629414601617}), (, {'error': 0.22887844869959562}), (, {'error': 0.11617119480486593}), (, {'error': 0.9316888593936472}), (, {'error': 1.1516286851478625}), (, {'error': 0.12236886413237946}), (, {'error': 0.18924603178643684}), (, {'error': 0.3787472422571254}), (, {'error': 0.45599564081768396}), (, {'error': 0.3175147209505096}), (, {'error': 1.6461482945776238}), (, {'error': 0.1653192456688516}), (, {'error': 0.08356031986626355}), (, {'error': 0.18752326671844832}), (, {'error': 0.015271199043616845}), (, {'error': 0.03133155504977614}), (, {'error': 0.35514565066678916})]) -Toy 21/25 -Time taken: 2 h, 7 min -Projected time left: 24 min, 12 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1478 (1478 total) | -| EDM = 5.17E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297284.41952728445 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.87 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.03 | 0.30 | | | -1.5 | 1.5 | | -| 3 | phi_p | 6.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.96 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 0.7 | 1.2 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.32 | 0.16 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -4.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.67 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | | -| 10| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 3.2 | 1.5 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.95 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.55 | 0.30 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.50 | 0.25 | | |0.918861 | 4.08114 | | -| 17| omega_s | 6.6 | 2.0 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.16 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -2.25 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.483 | 0.021 | | | -2 | 2 | | -| 22| bplus_1 | 0.98 | 0.04 | | | -2 | 2 | | -| 23| omega_p | -5.7 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.003 0.045 0.102 0.041 0.027 -0.004 -0.004 0.001 -0.009 0.103 -0.011 -0.002 0.017 0.146 0.027 0.005 0.113 0.055 -0.271 0.026 0.010 -0.036 0.042 | -| psi2s_p | -0.003 1.000 0.099 0.003 0.066 -0.002 0.196 0.289 0.091 -0.070 0.004 -0.187 0.148 0.006 -0.013 0.013 -0.092 0.007 0.029 -0.036 0.183 0.033 0.035 0.006 | -| Ctt | 0.045 0.099 1.000 -0.009 -0.012 -0.814 -0.584 -0.614 -0.255 0.336 -0.011 0.773 -0.282 0.064 -0.054 -0.644 0.114 0.025 -0.014 -0.345 -0.495 0.095 0.129 0.013 | -| phi_p | 0.102 0.003 -0.009 1.000 0.009 0.013 0.009 0.007 0.005 -0.005 0.597 -0.015 0.002 0.004 0.026 0.013 0.001 -0.029 0.009 -0.021 0.012 -0.019 0.010 -0.016 | -| p4040_s | 0.041 0.066 -0.012 0.009 1.000 0.223 -0.138 0.171 -0.105 -0.153 -0.018 -0.250 0.000 0.160 0.025 0.074 0.107 -0.008 0.079 -0.017 0.006 -0.075 -0.038 -0.001 | -| Dbar_p | 0.027 -0.002 -0.814 0.013 0.223 1.000 0.493 0.551 0.105 -0.413 -0.020 -0.904 0.261 0.084 0.061 0.686 -0.252 -0.028 0.157 -0.018 0.495 -0.113 -0.131 -0.012 | -| p4160_p | -0.004 0.196 -0.584 0.009 -0.138 0.493 1.000 0.690 0.483 -0.260 0.008 -0.711 0.381 -0.017 -0.011 0.368 0.101 0.009 0.080 -0.041 0.714 0.043 0.021 0.009 | -| jpsi_p | -0.004 0.289 -0.614 0.007 0.171 0.551 0.690 1.000 0.414 -0.318 -0.008 -0.770 0.315 -0.016 0.016 0.440 0.174 -0.013 0.151 0.100 0.624 -0.045 -0.004 -0.005 | -| p4040_p | 0.001 0.091 -0.255 0.005 -0.105 0.105 0.483 0.414 1.000 -0.100 0.007 -0.332 0.285 0.006 -0.027 0.078 0.134 0.016 0.364 -0.026 0.435 0.056 0.058 0.012 | -| DDstar_s | -0.009 -0.070 0.336 -0.005 -0.153 -0.413 -0.260 -0.318 -0.100 1.000 -0.001 0.436 -0.076 -0.044 0.012 -0.299 0.070 -0.009 -0.116 0.093 -0.292 -0.033 -0.028 -0.008 | -| phi_s | 0.103 0.004 -0.011 0.597 -0.018 -0.020 0.008 -0.008 0.007 -0.001 1.000 0.004 -0.003 -0.014 0.004 -0.023 0.003 0.045 -0.022 0.080 -0.003 0.055 -0.041 0.035 | -| DDstar_p | -0.011 -0.187 0.773 -0.015 -0.250 -0.904 -0.711 -0.770 -0.332 0.436 0.004 1.000 -0.335 -0.050 -0.033 -0.587 0.046 0.010 -0.213 0.020 -0.686 0.049 0.064 0.000 | -| p3770_p | -0.002 0.148 -0.282 0.002 0.000 0.261 0.381 0.315 0.285 -0.076 -0.003 -0.335 1.000 -0.034 0.000 0.389 -0.166 -0.003 0.064 -0.043 0.322 0.022 -0.051 -0.001 | -| p4415_s | 0.017 0.006 0.064 0.004 0.160 0.084 -0.017 -0.016 0.006 -0.044 -0.014 -0.050 -0.034 1.000 0.035 0.052 -0.015 -0.017 0.294 0.101 -0.097 -0.093 -0.085 -0.009 | -| rho_s | 0.146 -0.013 -0.054 0.026 0.025 0.061 -0.011 0.016 -0.027 0.012 0.004 -0.033 0.000 0.035 1.000 0.075 -0.034 -0.211 0.013 0.060 -0.008 -0.222 0.155 0.033 | -| Dbar_s | 0.027 0.013 -0.644 0.013 0.074 0.686 0.368 0.440 0.078 -0.299 -0.023 -0.587 0.389 0.052 0.075 1.000 -0.153 -0.035 0.043 0.071 0.306 -0.155 -0.159 -0.017 | -| p3770_s | 0.005 -0.092 0.114 0.001 0.107 -0.252 0.101 0.174 0.134 0.070 0.003 0.046 -0.166 -0.015 -0.034 -0.153 1.000 0.018 0.053 0.033 0.092 0.053 0.051 0.012 | -| omega_s | 0.113 0.007 0.025 -0.029 -0.008 -0.028 0.009 -0.013 0.016 -0.009 0.045 0.010 -0.003 -0.017 -0.211 -0.035 0.018 1.000 -0.002 -0.049 0.010 0.115 -0.087 0.869 | -| p4160_s | 0.055 0.029 -0.014 0.009 0.079 0.157 0.080 0.151 0.364 -0.116 -0.022 -0.213 0.064 0.294 0.013 0.043 0.053 -0.002 1.000 -0.069 0.028 -0.055 -0.023 0.003 | -| bplus_2 | -0.271 -0.036 -0.345 -0.021 -0.017 -0.018 -0.041 0.100 -0.026 0.093 0.080 0.020 -0.043 0.101 0.060 0.071 0.033 -0.049 -0.069 1.000 -0.131 -0.111 -0.126 -0.040 | -| p4415_p | 0.026 0.183 -0.495 0.012 0.006 0.495 0.714 0.624 0.435 -0.292 -0.003 -0.686 0.322 -0.097 -0.008 0.306 0.092 0.010 0.028 -0.131 1.000 0.023 0.036 0.011 | -| bplus_0 | 0.010 0.033 0.095 -0.019 -0.075 -0.113 0.043 -0.045 0.056 -0.033 0.055 0.049 0.022 -0.093 -0.222 -0.155 0.053 0.115 -0.055 -0.111 0.023 1.000 -0.857 0.064 | -| bplus_1 | -0.036 0.035 0.129 0.010 -0.038 -0.131 0.021 -0.004 0.058 -0.028 -0.041 0.064 -0.051 -0.085 0.155 -0.159 0.051 -0.087 -0.023 -0.126 0.036 -0.857 1.000 -0.050 | -| omega_p | 0.042 0.006 0.013 -0.016 -0.001 -0.012 0.009 -0.005 0.012 -0.008 0.035 0.000 -0.001 -0.009 0.033 -0.017 0.012 0.869 0.003 -0.040 0.011 0.064 -0.050 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2475213273845469}), (, {'error': 0.03529080836594556}), (, {'error': 0.297021108820126}), (, {'error': 0.21164574758237897}), (, {'error': 0.17552627290069933}), (, {'error': 1.2142102053036914}), (, {'error': 0.1601672360401285}), (, {'error': 0.043584116447757726}), (, {'error': 0.22401341219435644}), (, {'error': 0.38613616560409736}), (, {'error': 1.054136556352674}), (, {'error': 1.5401090510227178}), (, {'error': 0.12222333135128016}), (, {'error': 0.1854048365685631}), (, {'error': 0.30429158307094983}), (, {'error': 0.46881916711538585}), (, {'error': 0.2545453137201348}), (, {'error': 2.0148238370936724}), (, {'error': 0.16801852670374173}), (, {'error': 0.08467819778211405}), (, {'error': 0.22893531109329524}), (, {'error': 0.021397163108943906}), (, {'error': 0.0430837980476948}), (, {'error': 0.483665687603843})]) -Toy 22/25 -Time taken: 2 h, 14 min -Projected time left: 18 min, 18 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1772 (1772 total) | -| EDM = 5.83E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297415.1263464048 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.902 | 0.029 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.47 | 0.18 | | | -1.5 | 1.5 | | -| 3 | phi_p | -5.51 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 0.64 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 1.91 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -1.83 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.674 | 0.023 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | 3.72 | 0.26 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| phi_s | 20.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | -1.48 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | 3.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 0.91 | 0.19 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.43 | 0.22 | | |0.918861 | 4.08114 | | -| 17| omega_s | 9.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.07 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.10 | 0.09 | | | -2 | 2 | | -| 20| p4415_p | -1.83 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 22| bplus_1 | 0.78 | 0.05 | | | -2 | 2 | | -| 23| omega_p | 0.70 | 0.20 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.004 0.107 -0.200 0.015 -0.005 0.015 -0.054 0.025 -0.001 -0.102 -0.064 -0.014 -0.005 0.034 0.000 0.015 0.008 0.046 -0.248 0.063 0.124 -0.136 -0.009 | -| psi2s_p | -0.004 1.000 0.156 -0.000 0.036 -0.013 -0.115 -0.045 -0.203 0.028 -0.009 -0.028 -0.038 0.007 0.028 0.029 -0.379 -0.002 -0.088 0.032 -0.086 -0.048 0.039 0.013 | -| Ctt | 0.107 0.156 1.000 -0.038 0.235 -0.312 -0.228 0.276 -0.125 -0.007 0.005 -0.200 -0.184 0.102 -0.258 0.002 -0.104 0.006 0.155 -0.695 0.035 0.493 -0.435 -0.114 | -| phi_p | -0.200 -0.000 -0.038 1.000 -0.002 0.014 -0.010 0.002 -0.011 0.002 0.556 0.036 0.006 0.007 0.111 0.001 -0.004 -0.025 -0.013 0.087 -0.026 -0.063 0.065 0.065 | -| p4040_s | 0.015 0.036 0.235 -0.002 1.000 -0.008 -0.433 -0.020 -0.183 0.001 -0.021 -0.087 -0.111 0.078 0.038 -0.004 0.124 -0.002 -0.168 0.020 -0.213 -0.075 0.048 0.021 | -| Dbar_p | -0.005 -0.013 -0.312 0.014 -0.008 1.000 -0.031 0.156 -0.118 0.002 -0.030 -0.096 0.236 0.024 0.132 0.022 -0.049 -0.006 -0.071 0.113 -0.108 -0.228 0.134 0.068 | -| p4160_p | 0.015 -0.115 -0.228 -0.010 -0.433 -0.031 1.000 -0.002 -0.015 0.039 0.003 0.055 0.145 0.001 -0.059 0.027 -0.055 0.001 -0.066 -0.091 0.263 0.104 -0.071 -0.029 | -| jpsi_p | -0.054 -0.045 0.276 0.002 -0.020 0.156 -0.002 1.000 -0.073 0.054 0.042 -0.048 0.011 -0.054 -0.074 0.046 -0.051 -0.001 -0.036 -0.211 0.040 0.209 -0.189 -0.047 | -| p4040_p | 0.025 -0.203 -0.125 -0.011 -0.183 -0.118 -0.015 -0.073 1.000 0.022 -0.014 -0.008 0.094 0.081 -0.024 0.018 -0.064 -0.001 0.334 -0.046 0.052 0.027 -0.009 -0.009 | -| DDstar_s | -0.001 0.028 -0.007 0.002 0.001 0.002 0.039 0.054 0.022 1.000 0.000 0.031 0.029 -0.001 0.004 -0.002 0.026 0.000 0.006 0.005 0.019 -0.006 0.003 0.002 | -| phi_s | -0.102 -0.009 0.005 0.556 -0.021 -0.030 0.003 0.042 -0.014 0.000 1.000 -0.033 -0.003 -0.023 -0.027 -0.000 -0.026 0.004 -0.030 0.045 -0.005 0.065 -0.053 0.002 | -| DDstar_p | -0.064 -0.028 -0.200 0.036 -0.087 -0.096 0.055 -0.048 -0.008 0.031 -0.033 1.000 0.145 -0.019 0.286 0.003 0.090 -0.010 -0.067 0.387 -0.108 -0.490 0.325 0.137 | -| p3770_p | -0.014 -0.038 -0.184 0.006 -0.111 0.236 0.145 0.011 0.094 0.029 -0.003 0.145 1.000 -0.054 0.032 0.039 -0.239 -0.002 -0.018 0.034 0.057 -0.047 0.008 0.015 | -| p4415_s | -0.005 0.007 0.102 0.007 0.078 0.024 0.001 -0.054 0.081 -0.001 -0.023 -0.019 -0.054 1.000 0.090 -0.001 0.026 -0.004 0.254 0.124 -0.145 -0.168 0.115 0.046 | -| rho_s | 0.034 0.028 -0.258 0.111 0.038 0.132 -0.059 -0.074 -0.024 0.004 -0.027 0.286 0.032 0.090 1.000 0.001 0.035 -0.026 -0.009 0.395 -0.136 -0.524 0.487 0.550 | -| Dbar_s | 0.000 0.029 0.002 0.001 -0.004 0.022 0.027 0.046 0.018 -0.002 -0.000 0.003 0.039 -0.001 0.001 1.000 0.027 0.000 0.002 0.003 0.010 -0.002 0.001 0.001 | -| p3770_s | 0.015 -0.379 -0.104 -0.004 0.124 -0.049 -0.055 -0.051 -0.064 0.026 -0.026 0.090 -0.239 0.026 0.035 0.027 1.000 -0.003 0.011 0.051 -0.031 -0.079 0.049 0.020 | -| omega_s | 0.008 -0.002 0.006 -0.025 -0.002 -0.006 0.001 -0.001 -0.001 0.000 0.004 -0.010 -0.002 -0.004 -0.026 0.000 -0.003 1.000 -0.002 -0.006 0.003 0.017 -0.016 0.368 | -| p4160_s | 0.046 -0.088 0.155 -0.013 -0.168 -0.071 -0.066 -0.036 0.334 0.006 -0.030 -0.067 -0.018 0.254 -0.009 0.002 0.011 -0.002 1.000 -0.092 -0.176 0.002 -0.019 0.002 | -| bplus_2 | -0.248 0.032 -0.695 0.087 0.020 0.113 -0.091 -0.211 -0.046 0.005 0.045 0.387 0.034 0.124 0.395 0.003 0.051 -0.006 -0.092 1.000 -0.291 -0.705 0.594 0.169 | -| p4415_p | 0.063 -0.086 0.035 -0.026 -0.213 -0.108 0.263 0.040 0.052 0.019 -0.005 -0.108 0.057 -0.145 -0.136 0.010 -0.031 0.003 -0.176 -0.291 1.000 0.238 -0.177 -0.061 | -| bplus_0 | 0.124 -0.048 0.493 -0.063 -0.075 -0.228 0.104 0.209 0.027 -0.006 0.065 -0.490 -0.047 -0.168 -0.524 -0.002 -0.079 0.017 0.002 -0.705 0.238 1.000 -0.956 -0.250 | -| bplus_1 | -0.136 0.039 -0.435 0.065 0.048 0.134 -0.071 -0.189 -0.009 0.003 -0.053 0.325 0.008 0.115 0.487 0.001 0.049 -0.016 -0.019 0.594 -0.177 -0.956 1.000 0.232 | -| omega_p | -0.009 0.013 -0.114 0.065 0.021 0.068 -0.029 -0.047 -0.009 0.002 0.002 0.137 0.015 0.046 0.550 0.001 0.020 0.368 0.002 0.169 -0.061 -0.250 0.232 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.535399320592485}), (, {'error': 0.028889653008776328}), (, {'error': 0.17900816273578007}), (, {'error': 0.1473000327417413}), (, {'error': 0.16547888297218163}), (, {'error': 0.26422880463723564}), (, {'error': 0.09582041329522006}), (, {'error': 0.022962289027368854}), (, {'error': 0.25942639752200947}), (, {'error': 0.02430920549902782}), (, {'error': 1.00102533229847}), (, {'error': 0.27204071622016635}), (, {'error': 0.08608742268929692}), (, {'error': 0.1859217144327871}), (, {'error': 0.34774933954008974}), (, {'error': 0.018988710056670854}), (, {'error': 0.22154225077965695}), (, {'error': 1.073526432794801}), (, {'error': 0.16082278554302354}), (, {'error': 0.0879871989830483}), (, {'error': 0.22312699556568916}), (, {'error': 0.03475811807808449}), (, {'error': 0.05116245082194104}), (, {'error': 0.19736302512302384})]) -Toy 23/25 -Time taken: 2 h, 22 min -Projected time left: 12 min, 20 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1372 (1372 total) | -| EDM = 6.78E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297322.39264168625 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.882 | 0.031 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.22 | 0.20 | | | -1.5 | 1.5 | | -| 3 | phi_p | 0.029 | 0.561 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.05 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | 4.11 | 0.09 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.587 | 0.024 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.43 | 0.18 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 10| phi_s | 17.4 | 2.3 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.60 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.51 | 0.20 | | |0.126447 | 2.35355 | | -| 14| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 16| p3770_s | 3.51 | 0.23 | | |0.918861 | 4.08114 | | -| 17| omega_s | 8.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 2.52 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.24 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | 3.94 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.393 | 0.030 | | | -2 | 2 | | -| 22| bplus_1 | 0.72 | 0.06 | | | -2 | 2 | | -| 23| omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.004 0.111 0.177 0.047 0.020 0.005 -0.089 0.015 -0.002 0.190 -0.023 -0.009 0.001 0.002 0.001 0.030 0.280 0.068 -0.291 0.056 0.124 -0.121 0.020 | -| psi2s_p | 0.004 1.000 0.254 -0.007 0.044 -0.052 -0.154 -0.006 -0.213 0.023 -0.009 -0.117 -0.029 0.039 0.005 0.032 -0.420 -0.004 -0.028 -0.062 -0.064 -0.015 0.040 0.000 | -| Ctt | 0.111 0.254 1.000 0.011 0.347 -0.348 -0.302 0.228 -0.192 -0.012 -0.007 -0.017 -0.228 0.168 -0.017 -0.009 -0.075 0.008 0.282 -0.651 0.031 0.024 0.085 -0.001 | -| phi_p | 0.177 -0.007 0.011 1.000 0.007 0.000 -0.006 -0.064 -0.003 0.000 0.933 -0.009 -0.010 0.000 -0.006 0.001 -0.002 -0.016 0.009 -0.041 0.004 0.015 -0.016 -0.018 | -| p4040_s | 0.047 0.044 0.347 0.007 1.000 -0.053 -0.516 0.020 -0.191 -0.008 -0.004 -0.140 -0.145 0.190 0.016 -0.008 0.125 -0.008 0.099 -0.104 -0.163 -0.036 0.025 -0.001 | -| Dbar_p | 0.020 -0.052 -0.348 0.000 -0.053 1.000 -0.028 0.196 -0.115 -0.004 -0.009 -0.196 0.300 0.071 0.048 0.037 -0.082 -0.026 -0.047 0.049 -0.091 -0.024 -0.109 -0.000 | -| p4160_p | 0.005 -0.154 -0.302 -0.006 -0.516 -0.028 1.000 -0.061 0.183 0.059 -0.006 -0.026 0.149 -0.081 -0.017 0.042 -0.049 0.008 -0.172 -0.044 0.289 -0.003 0.066 0.000 | -| jpsi_p | -0.089 -0.006 0.228 -0.064 0.020 0.196 -0.061 1.000 -0.100 0.063 -0.048 -0.122 -0.000 -0.009 -0.020 0.064 -0.064 -0.002 -0.009 -0.171 -0.007 0.098 -0.032 0.004 | -| p4040_p | 0.015 -0.213 -0.192 -0.003 -0.191 -0.115 0.183 -0.100 1.000 0.034 -0.007 -0.037 0.112 0.005 -0.002 0.028 -0.063 0.001 0.311 -0.028 0.154 -0.031 0.073 0.000 | -| DDstar_s | -0.002 0.023 -0.012 0.000 -0.008 -0.004 0.059 0.063 0.034 1.000 -0.000 0.054 0.043 -0.002 0.005 -0.002 0.035 -0.003 0.001 0.019 0.027 0.002 -0.021 -0.000 | -| phi_s | 0.190 -0.009 -0.007 0.933 -0.004 -0.009 -0.006 -0.048 -0.007 -0.000 1.000 -0.015 -0.007 -0.003 -0.051 0.001 -0.008 0.024 -0.006 -0.005 -0.006 0.079 -0.073 -0.019 | -| DDstar_p | -0.023 -0.117 -0.017 -0.009 -0.140 -0.196 -0.026 -0.122 -0.037 0.054 -0.015 1.000 0.141 0.020 0.090 0.006 0.067 -0.049 -0.070 0.262 -0.186 -0.030 -0.241 0.001 | -| p3770_p | -0.009 -0.029 -0.228 -0.010 -0.145 0.300 0.149 -0.000 0.112 0.043 -0.007 0.141 1.000 -0.051 -0.009 0.056 -0.258 0.004 -0.061 0.060 0.015 0.063 -0.134 0.001 | -| p4415_s | 0.001 0.039 0.168 0.000 0.190 0.071 -0.081 -0.009 0.005 -0.002 -0.003 0.020 -0.051 1.000 0.024 -0.001 0.031 -0.013 0.330 0.128 -0.160 -0.000 -0.112 0.000 | -| rho_s | 0.002 0.005 -0.017 -0.006 0.016 0.048 -0.017 -0.020 -0.002 0.005 -0.051 0.090 -0.009 0.024 1.000 0.001 -0.002 -0.512 0.015 0.086 -0.006 -0.490 0.413 0.005 | -| Dbar_s | 0.001 0.032 -0.009 0.001 -0.008 0.037 0.042 0.064 0.028 -0.002 0.001 0.006 0.056 -0.001 0.001 1.000 0.033 -0.000 -0.002 0.005 0.017 0.002 -0.008 -0.000 | -| p3770_s | 0.030 -0.420 -0.075 -0.002 0.125 -0.082 -0.049 -0.064 -0.063 0.035 -0.008 0.067 -0.258 0.031 -0.002 0.033 1.000 0.001 0.040 0.024 -0.010 -0.001 -0.032 -0.000 | -| omega_s | 0.280 -0.004 0.008 -0.016 -0.008 -0.026 0.008 -0.002 0.001 -0.003 0.024 -0.049 0.004 -0.013 -0.512 -0.000 0.001 1.000 -0.007 -0.059 0.003 0.287 -0.249 -0.121 | -| p4160_s | 0.068 -0.028 0.282 0.009 0.099 -0.047 -0.172 -0.009 0.311 0.001 -0.006 -0.070 -0.061 0.330 0.015 -0.002 0.040 -0.007 1.000 -0.135 -0.131 -0.027 -0.002 -0.001 | -| bplus_2 | -0.291 -0.062 -0.651 -0.041 -0.104 0.049 -0.044 -0.171 -0.028 0.019 -0.005 0.262 0.060 0.128 0.086 0.005 0.024 -0.059 -0.135 1.000 -0.231 -0.102 -0.111 0.004 | -| p4415_p | 0.056 -0.064 0.031 0.004 -0.163 -0.091 0.289 -0.007 0.154 0.027 -0.006 -0.186 0.015 -0.160 -0.006 0.017 -0.010 0.003 -0.131 -0.231 1.000 -0.041 0.134 -0.001 | -| bplus_0 | 0.124 -0.015 0.024 0.015 -0.036 -0.024 -0.003 0.098 -0.031 0.002 0.079 -0.030 0.063 -0.000 -0.490 0.002 -0.001 0.287 -0.027 -0.102 -0.041 1.000 -0.922 -0.001 | -| bplus_1 | -0.121 0.040 0.085 -0.016 0.025 -0.109 0.066 -0.032 0.073 -0.021 -0.073 -0.241 -0.134 -0.112 0.413 -0.008 -0.032 -0.249 -0.002 -0.111 0.134 -0.922 1.000 0.001 | -| omega_p | 0.020 0.000 -0.001 -0.018 -0.001 -0.000 0.000 0.004 0.000 -0.000 -0.019 0.001 0.001 0.000 0.005 -0.000 -0.000 -0.121 -0.001 0.004 -0.001 -0.001 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5718860456387125}), (, {'error': 0.03122738506042655}), (, {'error': 0.20123909656470107}), (, {'error': 0.561170604546521}), (, {'error': 0.17675257439603648}), (, {'error': 0.3473463447448881}), (, {'error': 0.08773439277596218}), (, {'error': 0.023806878027223366}), (, {'error': 0.17603019940091502}), (, {'error': 0.03189512139726075}), (, {'error': 2.2749851651732147}), (, {'error': 0.3450984312051295}), (, {'error': 0.09213046205959596}), (, {'error': 0.199200036039757}), (, {'error': 0.3660530462621362}), (, {'error': 0.026015733769232857}), (, {'error': 0.22933899601311714}), (, {'error': 1.0014762644149706}), (, {'error': 0.1758905577857779}), (, {'error': 0.07934058760120077}), (, {'error': 0.14567771574877497}), (, {'error': 0.030150680635664395}), (, {'error': 0.05804802300431966}), (, {'error': 0.13144421421637809})]) -Toy 24/25 -Time taken: 2 h, 28 min -Projected time left: 6 min, 12 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1389 (1389 total) | -| EDM = 5.54E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297358.646086005 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.26 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | psi2s_p | 1.911 | 0.029 | | |-6.28319 | 6.28319 | | -| 2 | Ctt | -0.71 | 0.17 | | | -1.5 | 1.5 | | -| 3 | phi_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 4 | p4040_s | 1.17 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | Dbar_p | -4.51 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | p4160_p | -2.17 | 0.10 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.657 | 0.023 | | |-6.28319 | 6.28319 | | -| 8 | p4040_p | -2.48 | 0.15 | | |-6.28319 | 6.28319 | | -| 9 | DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 10| phi_s | 18.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 11| DDstar_p | 1.29 | 0.26 | | |-6.28319 | 6.28319 | | -| 12| p3770_p | -2.52 | 0.09 | | |-6.28319 | 6.28319 | | -| 13| p4415_s | 1.29 | 0.18 | | |0.126447 | 2.35355 | | -| 14| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 15| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | | -| 16| p3770_s | 2.99 | 0.22 | | |0.918861 | 4.08114 | | -| 17| omega_s | 7.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 18| p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.38 | 0.09 | | | -2 | 2 | | -| 20| p4415_p | -2.21 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| bplus_0 | -0.40 | 0.03 | | | -2 | 2 | | -| 22| bplus_1 | 0.75 | 0.05 | | | -2 | 2 | | -| 23| omega_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p psi2s_p Ctt phi_p p4040_s Dbar_p p4160_p jpsi_p p4040_p DDstar_s phi_s DDstar_p p3770_p p4415_s rho_s Dbar_s p3770_s omega_s p4160_s bplus_2 p4415_p bplus_0 bplus_1 omega_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.001 0.011 0.017 0.036 0.050 -0.006 -0.098 0.009 0.003 0.022 0.055 -0.010 0.027 0.069 0.002 0.023 -0.006 0.045 -0.076 0.019 -0.094 0.062 0.013 | -| psi2s_p | -0.001 1.000 0.167 -0.000 0.013 -0.027 -0.116 -0.023 -0.188 0.020 -0.001 -0.115 0.001 0.024 0.006 0.023 -0.414 -0.003 -0.045 0.009 -0.066 -0.007 0.015 0.000 | -| Ctt | 0.011 0.167 1.000 0.003 0.247 -0.300 -0.190 0.313 -0.170 -0.010 0.022 -0.132 -0.133 0.097 -0.253 -0.001 -0.136 0.094 0.199 -0.662 0.052 0.441 -0.384 -0.002 | -| phi_p | 0.017 -0.000 0.003 1.000 0.000 -0.001 0.001 -0.003 0.001 -0.000 0.100 -0.003 -0.001 -0.001 -0.011 -0.000 0.000 0.004 0.001 -0.008 0.002 0.005 -0.006 -0.001 | -| p4040_s | 0.036 0.013 0.247 0.000 1.000 -0.026 -0.464 0.000 -0.164 -0.002 -0.024 -0.110 -0.106 0.149 0.015 -0.003 0.121 -0.014 0.048 0.004 -0.173 -0.057 0.032 0.000 | -| Dbar_p | 0.050 -0.027 -0.300 -0.001 -0.026 1.000 -0.065 0.126 -0.105 -0.003 -0.045 -0.135 0.202 0.058 0.109 0.018 -0.081 -0.057 -0.042 0.114 -0.098 -0.200 0.108 0.001 | -| p4160_p | -0.006 -0.116 -0.190 0.001 -0.464 -0.065 1.000 -0.011 0.112 0.032 0.013 -0.076 0.121 -0.016 -0.086 0.020 -0.027 0.036 -0.141 -0.137 0.264 0.136 -0.082 -0.001 | -| jpsi_p | -0.098 -0.023 0.313 -0.003 0.000 0.126 -0.011 1.000 -0.067 0.040 0.059 -0.185 -0.006 -0.054 -0.085 0.037 -0.065 0.045 -0.017 -0.278 0.040 0.283 -0.230 -0.000 | -| p4040_p | 0.009 -0.188 -0.170 0.001 -0.164 -0.105 0.112 -0.067 1.000 0.025 -0.003 -0.064 0.114 0.033 -0.039 0.018 -0.038 0.013 0.308 -0.045 0.116 0.040 -0.011 -0.000 | -| DDstar_s | 0.003 0.020 -0.010 -0.000 -0.002 -0.003 0.032 0.040 0.025 1.000 -0.004 0.030 0.025 -0.001 0.014 -0.001 0.025 -0.007 -0.001 0.020 0.014 -0.024 0.014 0.000 | -| phi_s | 0.022 -0.001 0.022 0.100 -0.024 -0.045 0.013 0.059 -0.003 -0.004 1.000 -0.063 0.001 -0.032 -0.105 -0.001 -0.020 0.075 -0.029 -0.023 0.003 0.123 -0.110 -0.002 | -| DDstar_p | 0.055 -0.115 -0.132 -0.003 -0.110 -0.135 -0.076 -0.185 -0.064 0.030 -0.063 1.000 0.065 0.015 0.257 0.007 0.012 -0.117 -0.091 0.372 -0.181 -0.432 0.270 0.002 | -| p3770_p | -0.010 0.001 -0.133 -0.001 -0.106 0.202 0.121 -0.006 0.114 0.025 0.001 0.065 1.000 -0.064 0.001 0.030 -0.225 -0.001 -0.048 -0.013 0.047 0.017 -0.036 0.000 | -| p4415_s | 0.027 0.024 0.097 -0.001 0.149 0.058 -0.016 -0.054 0.033 -0.001 -0.032 0.015 -0.064 1.000 0.114 -0.000 0.019 -0.053 0.274 0.202 -0.143 -0.207 0.133 0.001 | -| rho_s | 0.069 0.006 -0.253 -0.011 0.015 0.109 -0.086 -0.085 -0.039 0.014 -0.105 0.257 0.001 0.114 1.000 0.003 0.006 -0.507 -0.000 0.489 -0.122 -0.530 0.503 -0.006 | -| Dbar_s | 0.002 0.023 -0.001 -0.000 -0.003 0.018 0.020 0.037 0.018 -0.001 -0.001 0.007 0.030 -0.000 0.003 1.000 0.024 -0.002 -0.001 0.004 0.008 -0.006 0.003 -0.000 | -| p3770_s | 0.023 -0.414 -0.136 0.000 0.121 -0.081 -0.027 -0.065 -0.038 0.025 -0.020 0.012 -0.225 0.019 0.006 0.024 1.000 -0.009 0.034 0.045 0.002 -0.045 0.033 0.000 | -| omega_s | -0.006 -0.003 0.094 0.004 -0.014 -0.057 0.036 0.045 0.013 -0.007 0.075 -0.117 -0.001 -0.053 -0.507 -0.002 -0.009 1.000 -0.011 -0.183 0.045 0.234 -0.220 -0.053 | -| p4160_s | 0.045 -0.045 0.199 0.001 0.048 -0.042 -0.141 -0.017 0.308 -0.001 -0.029 -0.091 -0.048 0.274 -0.000 -0.001 0.034 -0.011 1.000 -0.032 -0.165 -0.041 0.014 0.000 | -| bplus_2 | -0.076 0.009 -0.662 -0.008 0.004 0.114 -0.137 -0.278 -0.045 0.020 -0.023 0.372 -0.013 0.202 0.489 0.004 0.045 -0.183 -0.032 1.000 -0.246 -0.767 0.661 0.003 | -| p4415_p | 0.019 -0.066 0.052 0.002 -0.173 -0.098 0.264 0.040 0.116 0.014 0.003 -0.181 0.047 -0.143 -0.122 0.008 0.002 0.045 -0.165 -0.246 1.000 0.176 -0.120 -0.001 | -| bplus_0 | -0.094 -0.007 0.441 0.005 -0.057 -0.200 0.136 0.283 0.040 -0.024 0.123 -0.432 0.017 -0.207 -0.530 -0.006 -0.045 0.234 -0.041 -0.767 0.176 1.000 -0.956 -0.004 | -| bplus_1 | 0.062 0.015 -0.384 -0.006 0.032 0.108 -0.082 -0.230 -0.011 0.014 -0.110 0.270 -0.036 0.133 0.503 0.003 0.033 -0.220 0.014 0.661 -0.120 -0.956 1.000 0.003 | -| omega_p | 0.013 0.000 -0.002 -0.001 0.000 0.001 -0.001 -0.000 -0.000 0.000 -0.002 0.002 0.000 0.001 -0.006 -0.000 0.000 -0.053 0.000 0.003 -0.001 -0.004 0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.29724996569279494}), (, {'error': 0.029256083568284907}), (, {'error': 0.17474358558607606}), (, {'error': 0.05747786149853518}), (, {'error': 0.15765277557188828}), (, {'error': 0.2503779227603169}), (, {'error': 0.09786517819034124}), (, {'error': 0.023261555783478105}), (, {'error': 0.1458518745040418}), (, {'error': 0.02082983388949647}), (, {'error': 0.8579706515552559}), (, {'error': 0.255411088774232}), (, {'error': 0.09495444742588455}), (, {'error': 0.18221836289240945}), (, {'error': 0.33529505290241485}), (, {'error': 0.015124259006623453}), (, {'error': 0.21575262282512764}), (, {'error': 0.9766100214142353}), (, {'error': 0.15949063945987307}), (, {'error': 0.09063763391133528}), (, {'error': 0.1596159386942111}), (, {'error': 0.031629753414528006}), (, {'error': 0.047170420293361826}), (, {'error': 0.41282493068981907})]) -Toy 25/25 -Time taken: 2 h, 35 min -Projected time left: -22/25 fits converged -Mean Ctt value = -0.5677179298366372 -Mean Ctt error = 0.4438757279889376 -95 Sensitivy = 0.0016550155599407584 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247884.out b/finished fits/ff1data1/slurm-2247884.out deleted file mode 100644 index dbec7b1..0000000 --- a/finished fits/ff1data1/slurm-2247884.out +++ /dev/null @@ -1,5560 +0,0 @@ -Simulation starting -2019-09-05 21:19:17.108559: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:19:17.449450: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:96:00.0 -2019-09-05 21:19:17.449949: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:19:17.452457: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:19:17.454994: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:19:17.455653: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:19:17.458346: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:19:17.460497: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:19:17.466797: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:19:17.472961: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:19:17.473440: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:19:17.500923: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:19:17.501317: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55fb52095950 executing computations on platform Host. Devices: -2019-09-05 21:19:17.501358: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:19:17.505221: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:96:00.0 -2019-09-05 21:19:17.505359: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:19:17.505388: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:19:17.505411: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:19:17.505433: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:19:17.505456: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:19:17.505478: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:19:17.505504: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:19:17.511825: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:19:17.511980: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:19:17.728752: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:19:17.728808: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:19:17.728822: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:19:17.738319: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:96:00.0, compute capability: 3.7) -2019-09-05 21:19:17.741327: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55fb525f1f10 executing computations on platform CUDA. Devices: -2019-09-05 21:19:17.741391: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:19:19.910541 140200082839296 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:19:19.969526 140200082839296 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:19:20.479460 140200082839296 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:19:43.158686: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:19:52.199637 140200082839296 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301532.9837306 Edm = 4.66825 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301532.9837306 Edm = 4.66825 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301370.3267088 Edm = 3.07816 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 301319.0354994 Edm = 30.1612 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298949.8418538 Edm = 31.7771 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298915.9414494 Edm = 3.63874 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298910.2695701 Edm = 1.84839 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298844.7679503 Edm = 62.9192 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298229.0410534 Edm = 313.516 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297741.5437171 Edm = 28.9798 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297729.917127 Edm = 0.127587 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297729.7060887 Edm = 0.0219122 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297729.5212298 Edm = 0.147315 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297690.1204467 Edm = 20.9517 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297489.1854423 Edm = 46.0599 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297452.139844 Edm = 2.34181 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297450.2214394 Edm = 0.0915222 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297450.097189 Edm = 0.0289501 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297449.8965852 Edm = 0.148773 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297435.5353949 Edm = 11.8601 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297372.7808125 Edm = 14.6871 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297352.9417274 Edm = 3.70422 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297347.0818011 Edm = 0.310737 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297346.7020552 Edm = 0.00612883 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297346.6901074 Edm = 0.00554229 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297346.6053359 Edm = 0.0797615 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297345.9423527 Edm = 0.669912 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297316.6002884 Edm = 5.32218 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297311.6143942 Edm = 0.331848 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297311.2666513 Edm = 0.00515799 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297311.2622297 Edm = 0.000377159 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297311.2605547 Edm = 0.00134619 NCalls = 97 -VariableMetric: Iteration # 31 - FCN = 297311.1904231 Edm = 0.077874 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297311.1400016 Edm = 0.0501146 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297308.7897656 Edm = 0.911555 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297307.4750974 Edm = 2.31984 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297305.5532077 Edm = 1.35498 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297303.4430631 Edm = 1.18322 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297302.4809196 Edm = 1.58757 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297301.4403987 Edm = 1.24755 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297299.650288 Edm = 0.756431 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297298.6624635 Edm = 1.55894 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297297.2019423 Edm = 0.542475 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297296.5739906 Edm = 0.462738 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297296.1415964 Edm = 0.0858706 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297296.0488956 Edm = 0.0336484 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297296.0185069 Edm = 0.00201235 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297296.0097877 Edm = 0.00687484 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297295.97634 Edm = 0.0660893 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297295.4594686 Edm = 0.397202 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297294.2653408 Edm = 1.36317 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297291.3735828 Edm = 0.918345 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297289.7699078 Edm = 0.525557 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297289.4794474 Edm = 0.151289 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297289.3248361 Edm = 0.0614562 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297289.2170247 Edm = 0.0201507 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297289.189454 Edm = 0.00252035 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297289.1862511 Edm = 0.000344908 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297289.18566 Edm = 0.000257916 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297289.1835277 Edm = 0.00196141 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297289.1054405 Edm = 0.0863979 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297289.1047621 Edm = 0.000561958 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297289.0925508 Edm = 0.0150918 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297289.0698498 Edm = 0.0222015 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297286.67993 Edm = 2.6831 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297286.5808125 Edm = 0.160792 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297285.9139491 Edm = 0.542285 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297283.4087965 Edm = 1.13405 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297282.1578052 Edm = 0.0668562 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297282.0090802 Edm = 0.0688687 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297281.9347147 Edm = 0.0164724 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297281.9202525 Edm = 0.000355745 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297281.9196877 Edm = 0.000311046 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297281.9168712 Edm = 0.00307321 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297281.8773247 Edm = 0.0376443 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297281.215664 Edm = 0.444317 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297278.0641689 Edm = 1.27973 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297276.3862682 Edm = 1.05282 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297275.6709329 Edm = 1.25438 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297275.1064508 Edm = 0.0839464 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297275.0128505 Edm = 0.00192263 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297275.0108539 Edm = 0.000212183 NCalls = 262 -VariableMetric: Iteration # 81 - FCN = 297275.0102886 Edm = 0.000349842 NCalls = 264 -VariableMetric: Iteration # 82 - FCN = 297275.0043856 Edm = 0.0059661 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297274.6002241 Edm = 0.196203 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297272.9508897 Edm = 0.438431 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297272.6873405 Edm = 0.07091 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297272.6209565 Edm = 0.00518079 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297272.6151084 Edm = 0.000247587 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297272.6148833 Edm = 3.14603e-05 NCalls = 285 -VariableMetric: After Hessian - FCN = 297272.6148833 Edm = 204.767 NCalls = 762 -VariableMetric: Iteration # 89 - FCN = 297272.6148833 Edm = 204.767 NCalls = 762 -VariableMetric: Iteration # 90 - FCN = 297268.5554062 Edm = 1877.79 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297267.9943646 Edm = 1971.07 NCalls = 776 -VariableMetric: Iteration # 92 - FCN = 297267.9219682 Edm = 1720.34 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297267.7472392 Edm = 1172.01 NCalls = 785 -VariableMetric: Iteration # 94 - FCN = 297267.7238229 Edm = 728.914 NCalls = 789 -VariableMetric: Iteration # 95 - FCN = 297267.598752 Edm = 79.1102 NCalls = 793 -VariableMetric: Iteration # 96 - FCN = 297267.407192 Edm = 123.478 NCalls = 796 -VariableMetric: Iteration # 97 - FCN = 297267.2140404 Edm = 31.7678 NCalls = 799 -VariableMetric: Iteration # 98 - FCN = 297267.096438 Edm = 25.7824 NCalls = 802 -VariableMetric: Iteration # 99 - FCN = 297266.9590232 Edm = 132.064 NCalls = 805 -VariableMetric: Iteration # 100 - FCN = 297266.6359087 Edm = 565.297 NCalls = 807 -VariableMetric: Iteration # 101 - FCN = 297265.9723557 Edm = 28.3804 NCalls = 809 -VariableMetric: Iteration # 102 - FCN = 297265.5539068 Edm = 67.21 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297264.8309784 Edm = 14.2663 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297263.8782558 Edm = 7.55665 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297263.5177355 Edm = 5.41881 NCalls = 817 -VariableMetric: Iteration # 106 - FCN = 297263.2114032 Edm = 5.29961 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297263.1095092 Edm = 0.54385 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297262.9105593 Edm = 6.57794 NCalls = 823 -VariableMetric: Iteration # 109 - FCN = 297262.410576 Edm = 4.46753 NCalls = 826 -VariableMetric: Iteration # 110 - FCN = 297262.1101794 Edm = 3.37785 NCalls = 828 -VariableMetric: Iteration # 111 - FCN = 297260.8700607 Edm = 7.96349 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297259.5150368 Edm = 28.2611 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297259.2154903 Edm = 3.36383 NCalls = 842 -VariableMetric: Iteration # 114 - FCN = 297258.3594009 Edm = 2.59051 NCalls = 844 -VariableMetric: Iteration # 115 - FCN = 297258.0812453 Edm = 5.88194 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297257.1187448 Edm = 4.16343 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297255.3849297 Edm = 7.55953 NCalls = 851 -VariableMetric: Iteration # 118 - FCN = 297253.1182311 Edm = 6.53699 NCalls = 855 -VariableMetric: Iteration # 119 - FCN = 297252.5484916 Edm = 2.80622 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297250.6824416 Edm = 12.4235 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297242.4469058 Edm = 7.07018 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297239.8377052 Edm = 6.5422 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297238.6879652 Edm = 11.8695 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297236.9654258 Edm = 1.24426 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297236.4946941 Edm = 3.81524 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297235.0426458 Edm = 4.93911 NCalls = 879 -VariableMetric: Iteration # 127 - FCN = 297233.9876338 Edm = 1.33764 NCalls = 881 -VariableMetric: Iteration # 128 - FCN = 297233.1682268 Edm = 1.24911 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297232.6502924 Edm = 0.538771 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297232.4931472 Edm = 0.400247 NCalls = 886 -VariableMetric: Iteration # 131 - FCN = 297232.2328321 Edm = 0.286954 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297231.9258281 Edm = 0.297741 NCalls = 890 -VariableMetric: Iteration # 133 - FCN = 297231.6075528 Edm = 0.350139 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297231.4591573 Edm = 0.21184 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297231.3146385 Edm = 0.158485 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 297231.2388816 Edm = 0.121535 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297231.1022798 Edm = 0.308579 NCalls = 904 -VariableMetric: Iteration # 138 - FCN = 297230.5488615 Edm = 1.93443 NCalls = 911 -VariableMetric: Iteration # 139 - FCN = 297230.5031127 Edm = 0.278353 NCalls = 914 -VariableMetric: Iteration # 140 - FCN = 297229.8953197 Edm = 1.06674 NCalls = 918 -VariableMetric: Iteration # 141 - FCN = 297228.2371803 Edm = 2.30365 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297227.2315861 Edm = 1.34877 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297226.7786055 Edm = 0.35598 NCalls = 933 -VariableMetric: Iteration # 144 - FCN = 297226.1963403 Edm = 0.283023 NCalls = 935 -VariableMetric: Iteration # 145 - FCN = 297225.96763 Edm = 0.0296752 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297225.9337791 Edm = 0.0286063 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297225.7232613 Edm = 0.112024 NCalls = 943 -VariableMetric: Iteration # 148 - FCN = 297225.6235344 Edm = 0.0493919 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297225.5829227 Edm = 0.027718 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297225.5521044 Edm = 0.0185701 NCalls = 949 -VariableMetric: Iteration # 151 - FCN = 297225.5049973 Edm = 0.0213756 NCalls = 952 -VariableMetric: Iteration # 152 - FCN = 297225.4761765 Edm = 0.00633197 NCalls = 954 -VariableMetric: Iteration # 153 - FCN = 297225.4686824 Edm = 0.00108814 NCalls = 956 -VariableMetric: Iteration # 154 - FCN = 297225.4673802 Edm = 0.000805971 NCalls = 958 -VariableMetric: Iteration # 155 - FCN = 297225.4662874 Edm = 0.00135677 NCalls = 960 -VariableMetric: Iteration # 156 - FCN = 297225.4603215 Edm = 0.0050644 NCalls = 965 -VariableMetric: Iteration # 157 - FCN = 297225.456395 Edm = 0.00338283 NCalls = 967 -VariableMetric: Iteration # 158 - FCN = 297225.4507322 Edm = 0.00294615 NCalls = 969 -VariableMetric: Iteration # 159 - FCN = 297225.4460168 Edm = 0.00430471 NCalls = 971 -VariableMetric: Iteration # 160 - FCN = 297225.4418195 Edm = 0.00104464 NCalls = 974 -VariableMetric: Iteration # 161 - FCN = 297225.4409327 Edm = 9.3479e-05 NCalls = 976 -VariableMetric: Iteration # 162 - FCN = 297225.4407933 Edm = 3.87137e-05 NCalls = 978 -VariableMetric: After Hessian - FCN = 297225.4407933 Edm = 0.0122827 NCalls = 1457 -VariableMetric: Iteration # 163 - FCN = 297225.4407933 Edm = 0.0122827 NCalls = 1457 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309512.2050449 Edm = 9.88261 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309512.2050449 Edm = 9.88261 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302965.5097153 Edm = 20.8864 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302795.8772054 Edm = 1.51761 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302758.7594156 Edm = 49.4361 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301894.503993 Edm = 554.025 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299599.9648527 Edm = 105.504 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299532.1602662 Edm = 5.85081 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 299520.8759691 Edm = 2.69401 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299366.6797541 Edm = 58.4167 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 299315.3466383 Edm = 40.0159 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299252.9737718 Edm = 84.4806 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 299065.4083203 Edm = 131.866 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298879.1586378 Edm = 136.603 NCalls = 62 -VariableMetric: Iteration # 13 - FCN = 298866.8979658 Edm = 39.732 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298832.1151197 Edm = 5.18504 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 298816.6558922 Edm = 14.9964 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 298629.4700579 Edm = 150.657 NCalls = 73 -VariableMetric: Iteration # 17 - FCN = 298605.4694407 Edm = 29.0229 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 298411.8416025 Edm = 115.219 NCalls = 81 -VariableMetric: Iteration # 19 - FCN = 298123.6449853 Edm = 55.9617 NCalls = 84 -VariableMetric: Iteration # 20 - FCN = 297946.246722 Edm = 20.6356 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297916.8178402 Edm = 2.24256 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297913.9438444 Edm = 0.158598 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297912.7371713 Edm = 0.934008 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297909.2352694 Edm = 2.07691 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297905.9770237 Edm = 4.46819 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297898.4208906 Edm = 4.26098 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297897.576395 Edm = 2.18506 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 297894.9830221 Edm = 0.553389 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297893.6218413 Edm = 0.343896 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297893.1133574 Edm = 0.234813 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297892.8292426 Edm = 0.175011 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297892.0795637 Edm = 0.563358 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297865.8482268 Edm = 78.3536 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297864.1982479 Edm = 1.41272 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297819.9383362 Edm = 32.478 NCalls = 137 -VariableMetric: Iteration # 36 - FCN = 297647.1075303 Edm = 28.0462 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297594.689482 Edm = 6.79318 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297580.2905329 Edm = 4.62874 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297573.711953 Edm = 2.08012 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297571.4288615 Edm = 2.81955 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297568.3884874 Edm = 0.701558 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297567.2832268 Edm = 0.305531 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297566.9654458 Edm = 0.165255 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297566.6774369 Edm = 0.0619248 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297566.3486215 Edm = 0.259681 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297556.6838134 Edm = 16.7741 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297535.0233051 Edm = 11.1745 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297534.9980872 Edm = 0.560933 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297530.9545883 Edm = 3.99884 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297518.9883383 Edm = 8.02123 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297492.5460372 Edm = 0.95456 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297491.6774011 Edm = 0.147901 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297491.2766369 Edm = 0.148945 NCalls = 189 -VariableMetric: Iteration # 54 - FCN = 297490.5738804 Edm = 0.253912 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297486.9306773 Edm = 2.0097 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297485.19952 Edm = 6.25977 NCalls = 200 -VariableMetric: Iteration # 57 - FCN = 297474.3768112 Edm = 11.4934 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297466.923267 Edm = 17.9596 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297460.3213715 Edm = 6.86993 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297455.303347 Edm = 1.28366 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297453.7607627 Edm = 0.459171 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297453.5204975 Edm = 0.107448 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297453.4556058 Edm = 0.0115331 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297453.431341 Edm = 0.0111446 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297452.8893163 Edm = 0.384776 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297436.4688074 Edm = 12.2515 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297409.4996266 Edm = 17.0327 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297395.450996 Edm = 2.24018 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297391.9721063 Edm = 3.51655 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297390.0919899 Edm = 4.86718 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297382.7071968 Edm = 1.8596 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297379.47019 Edm = 3.38547 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297374.1620146 Edm = 1.03281 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297372.6238765 Edm = 5.59983 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297371.7260394 Edm = 0.886631 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297369.9953558 Edm = 1.02356 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297369.1352039 Edm = 1.51366 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297366.3826524 Edm = 1.46967 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297363.8218796 Edm = 0.43638 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297362.947867 Edm = 0.137487 NCalls = 278 -VariableMetric: Iteration # 81 - FCN = 297362.8205258 Edm = 0.0210916 NCalls = 280 -VariableMetric: Iteration # 82 - FCN = 297362.8009046 Edm = 0.00326444 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297362.7935198 Edm = 0.00243043 NCalls = 284 -VariableMetric: Iteration # 84 - FCN = 297362.7723471 Edm = 0.0173385 NCalls = 287 -VariableMetric: Iteration # 85 - FCN = 297362.3384408 Edm = 0.410576 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297350.3073486 Edm = 2.59016 NCalls = 296 -VariableMetric: Iteration # 87 - FCN = 297347.3736728 Edm = 1.61845 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297346.9079475 Edm = 0.0675428 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297346.8552984 Edm = 0.00888806 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297346.8461982 Edm = 0.00122133 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 297346.8426231 Edm = 0.00219855 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297346.811955 Edm = 0.00947946 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297346.7972859 Edm = 0.00587095 NCalls = 312 -VariableMetric: Iteration # 94 - FCN = 297346.7921076 Edm = 0.0027803 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297346.7735705 Edm = 0.00950526 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297346.7081997 Edm = 0.0454353 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297346.467462 Edm = 0.45728 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297345.6986012 Edm = 0.987335 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297344.558901 Edm = 0.189146 NCalls = 339 -VariableMetric: Iteration # 100 - FCN = 297344.196096 Edm = 0.662553 NCalls = 342 -VariableMetric: Iteration # 101 - FCN = 297343.9093783 Edm = 0.0130533 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297343.8916765 Edm = 0.00810598 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297343.7519584 Edm = 0.0916162 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297343.7068289 Edm = 0.103168 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297343.5877043 Edm = 0.110851 NCalls = 357 -VariableMetric: Iteration # 106 - FCN = 297343.4827956 Edm = 0.0468995 NCalls = 359 -VariableMetric: Iteration # 107 - FCN = 297343.3826651 Edm = 0.0395134 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297343.302491 Edm = 0.0214033 NCalls = 366 -VariableMetric: Iteration # 109 - FCN = 297343.2875844 Edm = 0.00900946 NCalls = 368 -VariableMetric: Iteration # 110 - FCN = 297343.2800572 Edm = 0.000694472 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297343.279 Edm = 0.000196887 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297343.2781311 Edm = 0.000613587 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297343.2291919 Edm = 0.0515807 NCalls = 379 -VariableMetric: Iteration # 114 - FCN = 297342.4744464 Edm = 0.313163 NCalls = 386 -VariableMetric: Iteration # 115 - FCN = 297341.400273 Edm = 2.41167 NCalls = 391 -VariableMetric: Iteration # 116 - FCN = 297339.8061174 Edm = 0.220335 NCalls = 393 -VariableMetric: Iteration # 117 - FCN = 297339.6402065 Edm = 0.0616966 NCalls = 395 -VariableMetric: Iteration # 118 - FCN = 297339.593167 Edm = 0.00177516 NCalls = 396 -VariableMetric: Iteration # 119 - FCN = 297339.5903476 Edm = 0.00108259 NCalls = 398 -VariableMetric: Iteration # 120 - FCN = 297339.5812404 Edm = 0.00209621 NCalls = 402 -VariableMetric: Iteration # 121 - FCN = 297339.5784658 Edm = 0.000359104 NCalls = 404 -VariableMetric: Iteration # 122 - FCN = 297339.5779167 Edm = 0.000316119 NCalls = 406 -VariableMetric: Iteration # 123 - FCN = 297339.5769586 Edm = 0.000714782 NCalls = 409 -VariableMetric: Iteration # 124 - FCN = 297339.5670474 Edm = 0.0088989 NCalls = 412 -VariableMetric: Iteration # 125 - FCN = 297339.361107 Edm = 0.326635 NCalls = 417 -VariableMetric: Iteration # 126 - FCN = 297339.3339961 Edm = 0.0535833 NCalls = 420 -VariableMetric: Iteration # 127 - FCN = 297338.8785686 Edm = 0.453545 NCalls = 425 -VariableMetric: Iteration # 128 - FCN = 297338.6226569 Edm = 0.232492 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297337.4009277 Edm = 1.80835 NCalls = 439 -VariableMetric: Iteration # 130 - FCN = 297333.8980842 Edm = 3.92312 NCalls = 443 -VariableMetric: Iteration # 131 - FCN = 297328.3608164 Edm = 1.73933 NCalls = 450 -VariableMetric: Iteration # 132 - FCN = 297327.9255454 Edm = 1.06731 NCalls = 452 -VariableMetric: Iteration # 133 - FCN = 297325.9622638 Edm = 0.515929 NCalls = 454 -VariableMetric: Iteration # 134 - FCN = 297325.3828782 Edm = 0.328823 NCalls = 456 -VariableMetric: Iteration # 135 - FCN = 297325.1653536 Edm = 0.173415 NCalls = 458 -VariableMetric: Iteration # 136 - FCN = 297324.9720091 Edm = 0.0400722 NCalls = 461 -VariableMetric: Iteration # 137 - FCN = 297324.9250694 Edm = 0.00245856 NCalls = 463 -VariableMetric: Iteration # 138 - FCN = 297324.9224369 Edm = 0.000318149 NCalls = 464 -VariableMetric: Iteration # 139 - FCN = 297324.9220841 Edm = 0.000111059 NCalls = 466 -VariableMetric: Iteration # 140 - FCN = 297324.9214042 Edm = 0.000572654 NCalls = 469 -VariableMetric: Iteration # 141 - FCN = 297324.8913343 Edm = 0.0259877 NCalls = 474 -VariableMetric: Iteration # 142 - FCN = 297324.7488339 Edm = 0.0412085 NCalls = 477 -VariableMetric: Iteration # 143 - FCN = 297324.6806932 Edm = 0.0113894 NCalls = 479 -VariableMetric: Iteration # 144 - FCN = 297324.6616753 Edm = 0.0178468 NCalls = 481 -VariableMetric: Iteration # 145 - FCN = 297324.6381616 Edm = 0.0135385 NCalls = 484 -VariableMetric: Iteration # 146 - FCN = 297324.5931748 Edm = 0.0179183 NCalls = 488 -VariableMetric: Iteration # 147 - FCN = 297324.5307701 Edm = 0.086879 NCalls = 491 -VariableMetric: Iteration # 148 - FCN = 297324.4751143 Edm = 0.0689862 NCalls = 494 -VariableMetric: Iteration # 149 - FCN = 297324.4136751 Edm = 0.1025 NCalls = 496 -VariableMetric: Iteration # 150 - FCN = 297323.9359703 Edm = 0.11626 NCalls = 501 -VariableMetric: Iteration # 151 - FCN = 297323.8324956 Edm = 0.252754 NCalls = 503 -VariableMetric: Iteration # 152 - FCN = 297323.5019164 Edm = 0.200967 NCalls = 505 -VariableMetric: Iteration # 153 - FCN = 297323.3698476 Edm = 0.0416811 NCalls = 507 -VariableMetric: Iteration # 154 - FCN = 297323.3130505 Edm = 0.0138004 NCalls = 509 -VariableMetric: Iteration # 155 - FCN = 297323.2674993 Edm = 0.0296501 NCalls = 511 -VariableMetric: Iteration # 156 - FCN = 297323.1631376 Edm = 0.18026 NCalls = 514 -VariableMetric: Iteration # 157 - FCN = 297322.919397 Edm = 0.0559087 NCalls = 518 -VariableMetric: Iteration # 158 - FCN = 297322.8285904 Edm = 0.0404454 NCalls = 520 -VariableMetric: Iteration # 159 - FCN = 297322.8075162 Edm = 0.0125311 NCalls = 522 -VariableMetric: Iteration # 160 - FCN = 297322.7841441 Edm = 0.00310113 NCalls = 524 -VariableMetric: Iteration # 161 - FCN = 297322.7783516 Edm = 0.00110878 NCalls = 526 -VariableMetric: Iteration # 162 - FCN = 297322.7765674 Edm = 0.000296535 NCalls = 528 -VariableMetric: Iteration # 163 - FCN = 297322.7762812 Edm = 4.53433e-05 NCalls = 530 -VariableMetric: After Hessian - FCN = 297322.7762812 Edm = 370.421 NCalls = 1009 -VariableMetric: Iteration # 164 - FCN = 297322.7762812 Edm = 370.421 NCalls = 1009 -VariableMetric: Iteration # 165 - FCN = 297318.3086144 Edm = 648.849 NCalls = 1020 -VariableMetric: Iteration # 166 - FCN = 297314.7045262 Edm = 2.87324 NCalls = 1022 -VariableMetric: Iteration # 167 - FCN = 297314.5240835 Edm = 0.497436 NCalls = 1024 -VariableMetric: Iteration # 168 - FCN = 297313.6842379 Edm = 0.490823 NCalls = 1027 -VariableMetric: Iteration # 169 - FCN = 297311.8568157 Edm = 0.121321 NCalls = 1030 -VariableMetric: Iteration # 170 - FCN = 297311.5765431 Edm = 0.17535 NCalls = 1033 -VariableMetric: Iteration # 171 - FCN = 297309.6880559 Edm = 1.26462 NCalls = 1038 -VariableMetric: Iteration # 172 - FCN = 297308.3820603 Edm = 0.107539 NCalls = 1040 -VariableMetric: Iteration # 173 - FCN = 297308.2561788 Edm = 0.028173 NCalls = 1042 -VariableMetric: Iteration # 174 - FCN = 297307.9904625 Edm = 0.241544 NCalls = 1045 -VariableMetric: Iteration # 175 - FCN = 297307.2102673 Edm = 0.0833804 NCalls = 1049 -VariableMetric: Iteration # 176 - FCN = 297307.1093267 Edm = 0.015373 NCalls = 1051 -VariableMetric: Iteration # 177 - FCN = 297306.947339 Edm = 0.113671 NCalls = 1054 -VariableMetric: Iteration # 178 - FCN = 297306.4539222 Edm = 0.0145379 NCalls = 1056 -VariableMetric: Iteration # 179 - FCN = 297306.4281888 Edm = 0.0128606 NCalls = 1058 -VariableMetric: Iteration # 180 - FCN = 297306.1651494 Edm = 0.160995 NCalls = 1062 -VariableMetric: Iteration # 181 - FCN = 297305.8675943 Edm = 0.0168975 NCalls = 1064 -VariableMetric: Iteration # 182 - FCN = 297305.841653 Edm = 0.00858859 NCalls = 1066 -VariableMetric: Iteration # 183 - FCN = 297305.7337701 Edm = 0.0649531 NCalls = 1069 -VariableMetric: Iteration # 184 - FCN = 297305.572979 Edm = 0.0124397 NCalls = 1071 -VariableMetric: Iteration # 185 - FCN = 297305.5537276 Edm = 0.00441756 NCalls = 1073 -VariableMetric: Iteration # 186 - FCN = 297305.5272508 Edm = 0.0215393 NCalls = 1076 -VariableMetric: Iteration # 187 - FCN = 297305.269372 Edm = 0.0332403 NCalls = 1079 -VariableMetric: Iteration # 188 - FCN = 297305.2239606 Edm = 0.00382721 NCalls = 1081 -VariableMetric: Iteration # 189 - FCN = 297305.2063843 Edm = 0.0110893 NCalls = 1083 -VariableMetric: Iteration # 190 - FCN = 297305.1140788 Edm = 0.0178568 NCalls = 1086 -VariableMetric: Iteration # 191 - FCN = 297305.0941722 Edm = 0.0018443 NCalls = 1088 -VariableMetric: Iteration # 192 - FCN = 297305.0842956 Edm = 0.00764203 NCalls = 1091 -VariableMetric: Iteration # 193 - FCN = 297305.0161574 Edm = 0.00274005 NCalls = 1094 -VariableMetric: Iteration # 194 - FCN = 297305.0114519 Edm = 0.00142859 NCalls = 1096 -VariableMetric: Iteration # 195 - FCN = 297304.9835383 Edm = 0.0183765 NCalls = 1100 -VariableMetric: Iteration # 196 - FCN = 297304.9049039 Edm = 0.00444369 NCalls = 1102 -VariableMetric: Iteration # 197 - FCN = 297304.8977026 Edm = 0.00260173 NCalls = 1104 -VariableMetric: Iteration # 198 - FCN = 297304.8769564 Edm = 0.017331 NCalls = 1107 -VariableMetric: Iteration # 199 - FCN = 297304.7160542 Edm = 0.0475351 NCalls = 1111 -VariableMetric: Iteration # 200 - FCN = 297304.6606342 Edm = 0.00402679 NCalls = 1113 -VariableMetric: Iteration # 201 - FCN = 297304.6556426 Edm = 0.00109978 NCalls = 1115 -VariableMetric: Iteration # 202 - FCN = 297304.6527066 Edm = 0.00160614 NCalls = 1117 -VariableMetric: Iteration # 203 - FCN = 297304.6348808 Edm = 0.0119404 NCalls = 1120 -VariableMetric: Iteration # 204 - FCN = 297304.5916007 Edm = 0.00258913 NCalls = 1122 -VariableMetric: Iteration # 205 - FCN = 297304.5882951 Edm = 0.000879747 NCalls = 1124 -VariableMetric: Iteration # 206 - FCN = 297304.5834712 Edm = 0.00398184 NCalls = 1127 -VariableMetric: Iteration # 207 - FCN = 297304.5499563 Edm = 0.01404 NCalls = 1130 -VariableMetric: Iteration # 208 - FCN = 297304.5160455 Edm = 0.0173501 NCalls = 1133 -VariableMetric: Iteration # 209 - FCN = 297304.4759306 Edm = 0.0107101 NCalls = 1135 -VariableMetric: Iteration # 210 - FCN = 297304.4613336 Edm = 0.00587966 NCalls = 1137 -VariableMetric: Iteration # 211 - FCN = 297304.4551551 Edm = 0.0019229 NCalls = 1139 -VariableMetric: Iteration # 212 - FCN = 297304.4492427 Edm = 0.0026694 NCalls = 1141 -VariableMetric: Iteration # 213 - FCN = 297304.4279202 Edm = 0.0188978 NCalls = 1145 -VariableMetric: Iteration # 214 - FCN = 297304.3965961 Edm = 0.013321 NCalls = 1148 -VariableMetric: Iteration # 215 - FCN = 297304.374288 Edm = 0.00445599 NCalls = 1150 -VariableMetric: Iteration # 216 - FCN = 297304.3669235 Edm = 0.00205944 NCalls = 1152 -VariableMetric: Iteration # 217 - FCN = 297304.365123 Edm = 0.000376104 NCalls = 1154 -VariableMetric: Iteration # 218 - FCN = 297304.3640292 Edm = 0.000751108 NCalls = 1156 -VariableMetric: Iteration # 219 - FCN = 297304.3451162 Edm = 0.00533731 NCalls = 1160 -VariableMetric: Iteration # 220 - FCN = 297304.3374674 Edm = 0.000789847 NCalls = 1162 -VariableMetric: Iteration # 221 - FCN = 297304.335287 Edm = 0.000489315 NCalls = 1165 -VariableMetric: Iteration # 222 - FCN = 297304.3345199 Edm = 0.000407215 NCalls = 1167 -VariableMetric: Iteration # 223 - FCN = 297304.3336917 Edm = 0.000638914 NCalls = 1169 -VariableMetric: Iteration # 224 - FCN = 297304.3228132 Edm = 0.00787989 NCalls = 1174 -VariableMetric: Iteration # 225 - FCN = 297304.2519435 Edm = 0.0769335 NCalls = 1177 -VariableMetric: Iteration # 226 - FCN = 297304.2194864 Edm = 0.0280723 NCalls = 1181 -VariableMetric: Iteration # 227 - FCN = 297304.1656599 Edm = 0.0235144 NCalls = 1185 -VariableMetric: Iteration # 228 - FCN = 297304.1302985 Edm = 0.0296005 NCalls = 1188 -VariableMetric: Iteration # 229 - FCN = 297304.1031881 Edm = 0.0356612 NCalls = 1191 -VariableMetric: Iteration # 230 - FCN = 297304.0740921 Edm = 0.0155888 NCalls = 1198 -VariableMetric: Iteration # 231 - FCN = 297304.05347 Edm = 0.0257492 NCalls = 1201 -VariableMetric: Iteration # 232 - FCN = 297304.0433123 Edm = 0.00452549 NCalls = 1204 -VariableMetric: Iteration # 233 - FCN = 297304.0396872 Edm = 0.00171383 NCalls = 1206 -VariableMetric: Iteration # 234 - FCN = 297304.0367687 Edm = 0.00131102 NCalls = 1208 -VariableMetric: Iteration # 235 - FCN = 297304.0292395 Edm = 0.00777192 NCalls = 1212 -VariableMetric: Iteration # 236 - FCN = 297304.0039467 Edm = 0.0158005 NCalls = 1217 -VariableMetric: Iteration # 237 - FCN = 297303.9748809 Edm = 0.00829701 NCalls = 1220 -VariableMetric: Iteration # 238 - FCN = 297303.9627603 Edm = 0.00940578 NCalls = 1222 -VariableMetric: Iteration # 239 - FCN = 297303.9426918 Edm = 0.00939043 NCalls = 1226 -VariableMetric: Iteration # 240 - FCN = 297303.9331125 Edm = 0.00943329 NCalls = 1227 -VariableMetric: Iteration # 241 - FCN = 297303.9214222 Edm = 0.00632245 NCalls = 1229 -VariableMetric: Iteration # 242 - FCN = 297303.9035825 Edm = 0.006047 NCalls = 1231 -VariableMetric: Iteration # 243 - FCN = 297303.896659 Edm = 0.00108605 NCalls = 1233 -VariableMetric: Iteration # 244 - FCN = 297303.8954557 Edm = 0.000203469 NCalls = 1235 -VariableMetric: Iteration # 245 - FCN = 297303.8949165 Edm = 0.000209094 NCalls = 1237 -VariableMetric: Iteration # 246 - FCN = 297303.893768 Edm = 0.000642598 NCalls = 1240 -VariableMetric: Iteration # 247 - FCN = 297303.8917355 Edm = 0.00100716 NCalls = 1242 -VariableMetric: Iteration # 248 - FCN = 297303.8904615 Edm = 0.0014545 NCalls = 1244 -VariableMetric: Iteration # 249 - FCN = 297303.8868595 Edm = 0.0014963 NCalls = 1247 -VariableMetric: Iteration # 250 - FCN = 297303.8842051 Edm = 0.000141017 NCalls = 1249 -VariableMetric: Iteration # 251 - FCN = 297303.8839558 Edm = 0.000123481 NCalls = 1251 -VariableMetric: Iteration # 252 - FCN = 297303.8810954 Edm = 0.00303883 NCalls = 1255 -VariableMetric: Iteration # 253 - FCN = 297303.8802386 Edm = 0.000765389 NCalls = 1258 -VariableMetric: Iteration # 254 - FCN = 297303.8776531 Edm = 0.00190759 NCalls = 1262 -VariableMetric: Iteration # 255 - FCN = 297303.8628221 Edm = 0.00317198 NCalls = 1266 -VariableMetric: Iteration # 256 - FCN = 297303.8590345 Edm = 0.000258194 NCalls = 1268 -VariableMetric: Iteration # 257 - FCN = 297303.8583637 Edm = 0.000241662 NCalls = 1270 -VariableMetric: Iteration # 258 - FCN = 297303.8571788 Edm = 0.000516575 NCalls = 1273 -VariableMetric: Iteration # 259 - FCN = 297303.8560305 Edm = 0.00208835 NCalls = 1276 -VariableMetric: Iteration # 260 - FCN = 297303.8486747 Edm = 0.00757215 NCalls = 1281 -VariableMetric: Iteration # 261 - FCN = 297303.8432796 Edm = 0.00954931 NCalls = 1285 -VariableMetric: Iteration # 262 - FCN = 297303.8381202 Edm = 0.0106496 NCalls = 1288 -VariableMetric: Iteration # 263 - FCN = 297303.8315723 Edm = 0.00408755 NCalls = 1291 -VariableMetric: Iteration # 264 - FCN = 297303.807282 Edm = 0.00264028 NCalls = 1296 -VariableMetric: Iteration # 265 - FCN = 297303.8047548 Edm = 0.000989023 NCalls = 1297 -VariableMetric: Iteration # 266 - FCN = 297303.8037213 Edm = 0.000734 NCalls = 1299 -VariableMetric: Iteration # 267 - FCN = 297303.8031286 Edm = 0.00143943 NCalls = 1302 -VariableMetric: Iteration # 268 - FCN = 297303.7976563 Edm = 0.00488715 NCalls = 1308 -VariableMetric: Iteration # 269 - FCN = 297303.795464 Edm = 0.00232124 NCalls = 1310 -VariableMetric: Iteration # 270 - FCN = 297303.7922793 Edm = 0.00151924 NCalls = 1313 -VariableMetric: Iteration # 271 - FCN = 297303.7904173 Edm = 0.00143297 NCalls = 1315 -VariableMetric: Iteration # 272 - FCN = 297303.7885954 Edm = 0.00121805 NCalls = 1318 -VariableMetric: Iteration # 273 - FCN = 297303.7873416 Edm = 0.00156301 NCalls = 1321 -VariableMetric: Iteration # 274 - FCN = 297303.7856514 Edm = 0.000671974 NCalls = 1323 -VariableMetric: Iteration # 275 - FCN = 297303.7845909 Edm = 0.000272561 NCalls = 1326 -VariableMetric: Iteration # 276 - FCN = 297303.7841446 Edm = 0.000210173 NCalls = 1328 -VariableMetric: Iteration # 277 - FCN = 297303.7839024 Edm = 0.000126 NCalls = 1331 -VariableMetric: Iteration # 278 - FCN = 297303.7836514 Edm = 0.000129736 NCalls = 1333 -VariableMetric: Iteration # 279 - FCN = 297303.7834774 Edm = 0.000236056 NCalls = 1336 -VariableMetric: Iteration # 280 - FCN = 297303.7828918 Edm = 0.000280648 NCalls = 1339 -VariableMetric: Iteration # 281 - FCN = 297303.7826731 Edm = 0.000176742 NCalls = 1341 -VariableMetric: Iteration # 282 - FCN = 297303.7825002 Edm = 9.8731e-06 NCalls = 1344 -VariableMetric: After Hessian - FCN = 297303.7825002 Edm = 0.00113124 NCalls = 1831 -VariableMetric: Iteration # 283 - FCN = 297303.7825002 Edm = 0.00113124 NCalls = 1831 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 347331.3544172 Edm = 10005.1 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 347331.3544172 Edm = 10005.1 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 323608.6645079 Edm = 35.832 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 309318.6952512 Edm = 32.6204 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 308540.7173229 Edm = 18014.2 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 307869.8750015 Edm = 1.39773e+07 NCalls = 37 -VariableMetric: Iteration # 5 - FCN = 298523.1342575 Edm = 3.73381e+07 NCalls = 48 -VariableMetric: Iteration # 6 - FCN = 298373.3856669 Edm = 1.89165e+06 NCalls = 58 -VariableMetric: Iteration # 7 - FCN = 298322.0887917 Edm = 1.08801e+06 NCalls = 68 -VariableMetric: Iteration # 8 - FCN = 298287.1867422 Edm = 346223 NCalls = 76 -VariableMetric: Iteration # 9 - FCN = 298223.9698277 Edm = 128158 NCalls = 83 -VariableMetric: Iteration # 10 - FCN = 298160.6345762 Edm = 114060 NCalls = 91 -VariableMetric: Iteration # 11 - FCN = 298120.8015463 Edm = 90540.4 NCalls = 98 -VariableMetric: Iteration # 12 - FCN = 298049.7421215 Edm = 44137.4 NCalls = 104 -VariableMetric: Iteration # 13 - FCN = 297990.2980179 Edm = 13803.3 NCalls = 109 -VariableMetric: Iteration # 14 - FCN = 297940.1474607 Edm = 23499.2 NCalls = 115 -VariableMetric: Iteration # 15 - FCN = 297909.29817 Edm = 2019.85 NCalls = 120 -VariableMetric: Iteration # 16 - FCN = 297877.6210807 Edm = 756.572 NCalls = 124 -VariableMetric: Iteration # 17 - FCN = 297875.2585223 Edm = 6759.87 NCalls = 126 -VariableMetric: Iteration # 18 - FCN = 297849.1227218 Edm = 4099.4 NCalls = 128 -VariableMetric: Iteration # 19 - FCN = 297806.6316436 Edm = 434.696 NCalls = 131 -VariableMetric: Iteration # 20 - FCN = 297771.8129398 Edm = 2600.74 NCalls = 133 -VariableMetric: Iteration # 21 - FCN = 297749.8881414 Edm = 1291.32 NCalls = 136 -VariableMetric: Iteration # 22 - FCN = 297724.2071983 Edm = 1096.27 NCalls = 138 -VariableMetric: Iteration # 23 - FCN = 297706.4018607 Edm = 133.55 NCalls = 140 -VariableMetric: Iteration # 24 - FCN = 297697.8239844 Edm = 74.9135 NCalls = 142 -VariableMetric: Iteration # 25 - FCN = 297685.5896943 Edm = 425.31 NCalls = 145 -VariableMetric: Iteration # 26 - FCN = 297660.6135514 Edm = 111.459 NCalls = 147 -VariableMetric: Iteration # 27 - FCN = 297645.5854699 Edm = 59.0401 NCalls = 149 -VariableMetric: Iteration # 28 - FCN = 297639.3807465 Edm = 132.636 NCalls = 151 -VariableMetric: Iteration # 29 - FCN = 297616.4347219 Edm = 15.9149 NCalls = 153 -VariableMetric: Iteration # 30 - FCN = 297610.9977441 Edm = 6.75503 NCalls = 156 -VariableMetric: Iteration # 31 - FCN = 297607.5314887 Edm = 3.88113 NCalls = 159 -VariableMetric: Iteration # 32 - FCN = 297604.3618787 Edm = 2.0777 NCalls = 162 -VariableMetric: Iteration # 33 - FCN = 297602.9867382 Edm = 1.23189 NCalls = 165 -VariableMetric: Iteration # 34 - FCN = 297602.6917431 Edm = 1.15049 NCalls = 167 -VariableMetric: Iteration # 35 - FCN = 297602.2564755 Edm = 0.340571 NCalls = 169 -VariableMetric: Iteration # 36 - FCN = 297601.8225536 Edm = 0.59597 NCalls = 172 -VariableMetric: Iteration # 37 - FCN = 297601.2386347 Edm = 0.916391 NCalls = 175 -VariableMetric: Iteration # 38 - FCN = 297600.3949237 Edm = 0.820395 NCalls = 178 -VariableMetric: Iteration # 39 - FCN = 297598.9235597 Edm = 1.09326 NCalls = 182 -VariableMetric: Iteration # 40 - FCN = 297598.3826167 Edm = 0.947653 NCalls = 184 -VariableMetric: Iteration # 41 - FCN = 297597.6434305 Edm = 0.818775 NCalls = 187 -VariableMetric: Iteration # 42 - FCN = 297596.2858898 Edm = 1.19994 NCalls = 191 -VariableMetric: Iteration # 43 - FCN = 297595.2453134 Edm = 0.660074 NCalls = 194 -VariableMetric: Iteration # 44 - FCN = 297594.7970179 Edm = 0.346072 NCalls = 196 -VariableMetric: Iteration # 45 - FCN = 297594.480133 Edm = 0.167061 NCalls = 198 -VariableMetric: Iteration # 46 - FCN = 297594.3418435 Edm = 0.083614 NCalls = 200 -VariableMetric: Iteration # 47 - FCN = 297594.2190001 Edm = 0.0643142 NCalls = 202 -VariableMetric: Iteration # 48 - FCN = 297594.0840176 Edm = 0.0470676 NCalls = 204 -VariableMetric: Iteration # 49 - FCN = 297593.9887152 Edm = 0.0225051 NCalls = 206 -VariableMetric: Iteration # 50 - FCN = 297593.9508745 Edm = 0.0224349 NCalls = 208 -VariableMetric: Iteration # 51 - FCN = 297593.8770936 Edm = 0.0302164 NCalls = 211 -VariableMetric: Iteration # 52 - FCN = 297593.8019566 Edm = 0.0316324 NCalls = 214 -VariableMetric: Iteration # 53 - FCN = 297593.7279387 Edm = 0.0463952 NCalls = 216 -VariableMetric: Iteration # 54 - FCN = 297593.6518539 Edm = 0.0558949 NCalls = 219 -VariableMetric: Iteration # 55 - FCN = 297593.5779848 Edm = 0.0340035 NCalls = 221 -VariableMetric: Iteration # 56 - FCN = 297593.5174198 Edm = 0.0443593 NCalls = 223 -VariableMetric: Iteration # 57 - FCN = 297593.4772363 Edm = 0.0239167 NCalls = 226 -VariableMetric: Iteration # 58 - FCN = 297593.4314485 Edm = 0.0153958 NCalls = 228 -VariableMetric: Iteration # 59 - FCN = 297593.4000231 Edm = 0.0135712 NCalls = 230 -VariableMetric: Iteration # 60 - FCN = 297593.3864963 Edm = 0.0121785 NCalls = 233 -VariableMetric: Iteration # 61 - FCN = 297593.364404 Edm = 0.00420598 NCalls = 236 -VariableMetric: Iteration # 62 - FCN = 297593.3570111 Edm = 0.000855896 NCalls = 238 -VariableMetric: Iteration # 63 - FCN = 297593.3559285 Edm = 0.000388718 NCalls = 240 -VariableMetric: Iteration # 64 - FCN = 297593.35546 Edm = 0.000167503 NCalls = 242 -VariableMetric: Iteration # 65 - FCN = 297593.3550379 Edm = 0.000134476 NCalls = 244 -VariableMetric: Iteration # 66 - FCN = 297593.3543169 Edm = 0.000474144 NCalls = 247 -VariableMetric: Iteration # 67 - FCN = 297593.3507347 Edm = 0.00269278 NCalls = 250 -VariableMetric: Iteration # 68 - FCN = 297593.3435109 Edm = 0.000641551 NCalls = 252 -VariableMetric: Iteration # 69 - FCN = 297593.3422578 Edm = 0.000488836 NCalls = 254 -VariableMetric: Iteration # 70 - FCN = 297593.3399452 Edm = 0.000720237 NCalls = 256 -VariableMetric: Iteration # 71 - FCN = 297593.3390576 Edm = 0.000239148 NCalls = 258 -VariableMetric: Iteration # 72 - FCN = 297593.3384096 Edm = 0.000348408 NCalls = 260 -VariableMetric: Iteration # 73 - FCN = 297593.3363725 Edm = 0.00102143 NCalls = 263 -VariableMetric: Iteration # 74 - FCN = 297593.3215558 Edm = 0.00763224 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297593.3030924 Edm = 0.00277908 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297593.2997132 Edm = 0.000682477 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297593.2990451 Edm = 6.39042e-05 NCalls = 272 -VariableMetric: After Hessian - FCN = 297593.2990451 Edm = 0.021243 NCalls = 805 -VariableMetric: Iteration # 78 - FCN = 297593.2990451 Edm = 0.021243 NCalls = 805 -VariableMetric: Iteration # 79 - FCN = 297593.2978055 Edm = 0.00164718 NCalls = 807 -VariableMetric: Iteration # 80 - FCN = 297593.2954515 Edm = 0.00043191 NCalls = 809 -VariableMetric: Iteration # 81 - FCN = 297593.2948211 Edm = 0.000156031 NCalls = 811 -VariableMetric: Iteration # 82 - FCN = 297593.2945637 Edm = 6.07629e-05 NCalls = 813 -VariableMetric: Iteration # 83 - FCN = 297593.2944592 Edm = 2.20949e-05 NCalls = 815 -VariableMetric: After Hessian - FCN = 297593.2944592 Edm = 3.23819e-05 NCalls = 1348 -VariableMetric: Iteration # 84 - FCN = 297593.2944592 Edm = 3.23819e-05 NCalls = 1348 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317191.2655842 Edm = 32.3011 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317191.2655842 Edm = 32.3011 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305451.326989 Edm = 14.6301 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301735.0694469 Edm = 140.556 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 299991.530256 Edm = 43.3981 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 299848.7007183 Edm = 212.29 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299389.7339521 Edm = 470.669 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299361.6076272 Edm = 74.6128 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 298683.6607316 Edm = 18.1393 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298667.2547988 Edm = 5.81976 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298652.1591705 Edm = 15.1692 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298223.3708151 Edm = 83.1056 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298153.4413289 Edm = 3.61356 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298151.1432858 Edm = 0.0521794 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298150.5701617 Edm = 0.576928 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298109.7877614 Edm = 39.2692 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297907.145447 Edm = 206.184 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297841.7590698 Edm = 57.7036 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297780.9691335 Edm = 15.3667 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297761.5553764 Edm = 2.60076 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297759.9602386 Edm = 0.397735 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297750.858029 Edm = 9.99659 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297720.8739887 Edm = 25.334 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297407.1428247 Edm = 8.45423 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297396.9573418 Edm = 0.720099 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297395.9639627 Edm = 0.0298788 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297395.8604164 Edm = 0.0270809 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297395.4687196 Edm = 0.233952 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297394.7747109 Edm = 0.221978 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297384.3324141 Edm = 4.47692 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297374.5585659 Edm = 0.359475 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297374.1307802 Edm = 0.0247848 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297374.0851171 Edm = 0.00622486 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297374.0711848 Edm = 0.00435385 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297373.9798529 Edm = 0.0769303 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297356.8760154 Edm = 4.93542 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297348.0244281 Edm = 1.27384 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297346.7892734 Edm = 0.323004 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297346.5154199 Edm = 0.0737 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297346.4569165 Edm = 0.0275583 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297346.4356512 Edm = 0.00443669 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297346.4276625 Edm = 0.00344184 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297346.2037534 Edm = 0.205283 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297334.5772277 Edm = 3.1034 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297329.311442 Edm = 0.394873 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297328.6788132 Edm = 0.0999687 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297328.5692396 Edm = 0.00951308 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297328.562145 Edm = 0.00272705 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297328.5586485 Edm = 0.000825561 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297328.5548357 Edm = 0.00215032 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297328.4997644 Edm = 0.0523266 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297323.8868419 Edm = 0.943117 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297322.5122226 Edm = 0.0990186 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297322.3948014 Edm = 0.0283787 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297322.3727445 Edm = 0.000774668 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297322.3717425 Edm = 0.000241221 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297322.3689067 Edm = 0.00247958 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297322.3156924 Edm = 0.0543446 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297322.1580632 Edm = 0.135498 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297319.3279679 Edm = 0.195994 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297319.1030674 Edm = 0.00750368 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297319.0928041 Edm = 0.00219227 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297319.0901384 Edm = 0.000180188 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297319.0899281 Edm = 5.15787e-05 NCalls = 203 -VariableMetric: After Hessian - FCN = 297319.0899281 Edm = 133.686 NCalls = 686 -VariableMetric: Iteration # 63 - FCN = 297319.0899281 Edm = 133.686 NCalls = 686 -VariableMetric: Iteration # 64 - FCN = 297316.4266923 Edm = 17.669 NCalls = 691 -VariableMetric: Iteration # 65 - FCN = 297315.9645964 Edm = 1.46837 NCalls = 693 -VariableMetric: Iteration # 66 - FCN = 297314.8483723 Edm = 0.150244 NCalls = 695 -VariableMetric: Iteration # 67 - FCN = 297314.5081748 Edm = 0.0821831 NCalls = 697 -VariableMetric: Iteration # 68 - FCN = 297314.2236936 Edm = 0.0659689 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297314.0740989 Edm = 0.0495101 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297313.9333418 Edm = 0.0240334 NCalls = 704 -VariableMetric: Iteration # 71 - FCN = 297313.8207291 Edm = 0.0315861 NCalls = 706 -VariableMetric: Iteration # 72 - FCN = 297313.7496393 Edm = 0.0181978 NCalls = 708 -VariableMetric: Iteration # 73 - FCN = 297313.6920822 Edm = 0.0142758 NCalls = 710 -VariableMetric: Iteration # 74 - FCN = 297313.6713115 Edm = 0.00458851 NCalls = 712 -VariableMetric: Iteration # 75 - FCN = 297313.6608555 Edm = 0.00224084 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297313.6524096 Edm = 0.00310889 NCalls = 716 -VariableMetric: Iteration # 77 - FCN = 297313.6410201 Edm = 0.00297663 NCalls = 718 -VariableMetric: Iteration # 78 - FCN = 297313.6237426 Edm = 0.00774879 NCalls = 721 -VariableMetric: Iteration # 79 - FCN = 297313.5964675 Edm = 0.00594246 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297313.571658 Edm = 0.00534744 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297313.5512452 Edm = 0.0120534 NCalls = 727 -VariableMetric: Iteration # 82 - FCN = 297313.5000673 Edm = 0.0158597 NCalls = 729 -VariableMetric: Iteration # 83 - FCN = 297313.4631755 Edm = 0.00871303 NCalls = 731 -VariableMetric: Iteration # 84 - FCN = 297313.4424713 Edm = 0.00166879 NCalls = 733 -VariableMetric: Iteration # 85 - FCN = 297313.4386614 Edm = 0.00155019 NCalls = 735 -VariableMetric: Iteration # 86 - FCN = 297313.4320339 Edm = 0.00158626 NCalls = 737 -VariableMetric: Iteration # 87 - FCN = 297313.4287327 Edm = 0.000574481 NCalls = 739 -VariableMetric: Iteration # 88 - FCN = 297313.4272472 Edm = 0.000218272 NCalls = 741 -VariableMetric: Iteration # 89 - FCN = 297313.4269107 Edm = 5.85919e-05 NCalls = 743 -VariableMetric: After Hessian - FCN = 297313.4269107 Edm = 0.00285335 NCalls = 1220 -VariableMetric: Iteration # 90 - FCN = 297313.4269107 Edm = 0.00285335 NCalls = 1220 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323958.2776952 Edm = 245.451 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323958.2776952 Edm = 245.451 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302004.9764829 Edm = 9.27815 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300724.3364719 Edm = 350.949 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 300669.7365531 Edm = 110.215 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 300643.5678536 Edm = 2.08985 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 300435.6657221 Edm = 174.864 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 298733.9578273 Edm = 174.575 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298482.2221658 Edm = 2.0699 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298480.2339128 Edm = 0.58808 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298476.0974541 Edm = 4.09646 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 298362.0555317 Edm = 47.4439 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298239.2349762 Edm = 1.11218 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298238.1461052 Edm = 0.0611029 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298237.8363815 Edm = 0.262662 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 298230.2254898 Edm = 5.89143 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297992.0985247 Edm = 38.9543 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 297932.0111612 Edm = 2.13482 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297929.6865915 Edm = 0.118923 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297929.5798589 Edm = 0.033299 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297929.1323496 Edm = 0.417475 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297867.2695692 Edm = 10.7361 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297850.262972 Edm = 1.40777 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 297848.8243899 Edm = 0.120112 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297848.6821397 Edm = 0.00990462 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297848.6174602 Edm = 0.0677127 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297846.2640802 Edm = 2.16982 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297777.1502166 Edm = 21.7534 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297742.7231241 Edm = 3.4072 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297736.7966616 Edm = 0.694686 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297736.2710441 Edm = 0.0926768 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297736.2047484 Edm = 0.00986827 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297736.1910538 Edm = 0.00170239 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297736.1764183 Edm = 0.0116514 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297733.0703351 Edm = 2.72195 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297723.3128908 Edm = 3.88877 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297719.4790703 Edm = 0.633958 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297718.7093449 Edm = 0.383105 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297718.1628684 Edm = 0.0821057 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297718.0559704 Edm = 0.00606665 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297718.0498339 Edm = 0.000692819 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297718.0474514 Edm = 0.0015219 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297717.9188072 Edm = 0.120199 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297708.6644807 Edm = 2.15882 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297706.055177 Edm = 0.378033 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297705.8303783 Edm = 0.0285409 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297705.7945097 Edm = 0.00211271 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297705.7915818 Edm = 0.000709157 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297705.7863243 Edm = 0.00367842 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297705.7145621 Edm = 0.0606805 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297701.8247426 Edm = 1.28201 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297700.3542293 Edm = 0.202544 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297700.1204611 Edm = 0.0217955 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297700.0920579 Edm = 0.00543966 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297700.0879409 Edm = 0.00121892 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297700.0837001 Edm = 0.00256738 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297699.6461293 Edm = 0.414632 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297685.2600252 Edm = 3.55597 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 297678.9821023 Edm = 2.64863 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297677.9283974 Edm = 1.20825 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297676.9768781 Edm = 0.76468 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297676.4913309 Edm = 0.106971 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297676.3976567 Edm = 0.0201451 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297676.3788098 Edm = 0.00268356 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297676.3752311 Edm = 0.000618773 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297676.3729728 Edm = 0.00161342 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297676.3496171 Edm = 0.0157516 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297676.1303219 Edm = 0.183951 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297672.2974174 Edm = 1.92284 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297669.0803257 Edm = 0.0661903 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297669.0204627 Edm = 0.00171078 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297669.0186826 Edm = 0.000230353 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297669.0181848 Edm = 0.000327192 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297669.0065082 Edm = 0.0111386 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297668.0031827 Edm = 0.565775 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297665.3621092 Edm = 0.181213 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297665.1657814 Edm = 0.00663232 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297665.1591052 Edm = 0.000711147 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297665.1585732 Edm = 0.000128096 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297665.1582637 Edm = 0.000208456 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297665.1234034 Edm = 0.0360462 NCalls = 258 -VariableMetric: Iteration # 80 - FCN = 297665.0950997 Edm = 0.0278643 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297663.0881466 Edm = 0.770725 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297661.8380846 Edm = 0.335534 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297661.0540346 Edm = 0.513647 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297660.9420525 Edm = 0.0704271 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297660.8454803 Edm = 0.0228554 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297660.8240775 Edm = 0.00351964 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297660.8190134 Edm = 0.000520154 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297660.8183094 Edm = 0.000429994 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297660.8039942 Edm = 0.0144411 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297660.7409661 Edm = 0.0606335 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297658.0644129 Edm = 2.71119 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297658.013289 Edm = 0.0654493 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297657.7412206 Edm = 0.19543 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297657.3466249 Edm = 0.460971 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297656.2456832 Edm = 0.921413 NCalls = 312 -VariableMetric: Iteration # 96 - FCN = 297645.0917809 Edm = 2.43299 NCalls = 319 -VariableMetric: Iteration # 97 - FCN = 297644.352378 Edm = 4.02043 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297642.4339214 Edm = 0.667932 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297642.0016346 Edm = 0.123245 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297641.8848628 Edm = 0.0132417 NCalls = 326 -VariableMetric: Iteration # 101 - FCN = 297641.8760124 Edm = 0.0034173 NCalls = 328 -VariableMetric: Iteration # 102 - FCN = 297641.8722218 Edm = 0.000265248 NCalls = 330 -VariableMetric: Iteration # 103 - FCN = 297641.8719141 Edm = 4.48138e-05 NCalls = 332 -VariableMetric: After Hessian - FCN = 297641.8719141 Edm = 5035.89 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297641.8719141 Edm = 5035.89 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297636.6486316 Edm = 455.184 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297636.5162609 Edm = 0.7528 NCalls = 816 -VariableMetric: Iteration # 107 - FCN = 297635.6473342 Edm = 0.0999729 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297634.8855368 Edm = 0.350766 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297633.2431828 Edm = 0.747927 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297631.3376138 Edm = 1.64636 NCalls = 828 -VariableMetric: Iteration # 111 - FCN = 297629.6758533 Edm = 0.959235 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297628.5763877 Edm = 0.470378 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297627.3871635 Edm = 0.764582 NCalls = 836 -VariableMetric: Iteration # 114 - FCN = 297626.1974348 Edm = 0.971497 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297624.9953572 Edm = 0.619382 NCalls = 842 -VariableMetric: Iteration # 116 - FCN = 297624.2699744 Edm = 0.110146 NCalls = 844 -VariableMetric: Iteration # 117 - FCN = 297624.0506448 Edm = 0.136537 NCalls = 846 -VariableMetric: Iteration # 118 - FCN = 297623.8596489 Edm = 0.0497427 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297623.7846199 Edm = 0.0355529 NCalls = 850 -VariableMetric: Iteration # 120 - FCN = 297623.7380885 Edm = 0.0386901 NCalls = 852 -VariableMetric: Iteration # 121 - FCN = 297623.6795433 Edm = 0.0181807 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297623.6375034 Edm = 0.017561 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297623.5388833 Edm = 0.0363572 NCalls = 859 -VariableMetric: Iteration # 124 - FCN = 297623.3864044 Edm = 0.0447217 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297623.1908033 Edm = 0.0490434 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297623.0788914 Edm = 0.0444713 NCalls = 865 -VariableMetric: Iteration # 127 - FCN = 297622.8956445 Edm = 0.0325086 NCalls = 867 -VariableMetric: Iteration # 128 - FCN = 297622.8244702 Edm = 0.028784 NCalls = 869 -VariableMetric: Iteration # 129 - FCN = 297622.6738167 Edm = 0.00688252 NCalls = 871 -VariableMetric: Iteration # 130 - FCN = 297622.6649331 Edm = 0.00199144 NCalls = 873 -VariableMetric: Iteration # 131 - FCN = 297622.6588292 Edm = 0.00201331 NCalls = 875 -VariableMetric: Iteration # 132 - FCN = 297622.6550499 Edm = 0.000796157 NCalls = 877 -VariableMetric: Iteration # 133 - FCN = 297622.6527756 Edm = 0.000583447 NCalls = 879 -VariableMetric: Iteration # 134 - FCN = 297622.6515052 Edm = 0.000438779 NCalls = 881 -VariableMetric: Iteration # 135 - FCN = 297622.6495384 Edm = 0.0010072 NCalls = 883 -VariableMetric: Iteration # 136 - FCN = 297622.6476616 Edm = 0.000105878 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297622.6475103 Edm = 3.93953e-05 NCalls = 887 -VariableMetric: After Hessian - FCN = 297622.6475103 Edm = 0.00464513 NCalls = 1374 -VariableMetric: Iteration # 138 - FCN = 297622.6475103 Edm = 0.00464513 NCalls = 1374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320233.7602405 Edm = 159.012 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320233.7602405 Edm = 159.012 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300013.8019842 Edm = 5.90698 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299681.0491822 Edm = 207.032 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299620.6158139 Edm = 55.8829 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299602.4043093 Edm = 2.3956 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299037.1552366 Edm = 213.798 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298014.1102449 Edm = 16.4416 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297998.4168501 Edm = 4.76404 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297996.0677957 Edm = 1.06586 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297647.607331 Edm = 53.2041 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297603.8507276 Edm = 1.64707 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297601.694848 Edm = 0.172844 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297600.8632272 Edm = 0.869732 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297561.0929552 Edm = 26.6443 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297472.6401258 Edm = 1.14703 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297471.0182978 Edm = 0.0772895 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297470.8967404 Edm = 0.0327048 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297468.027341 Edm = 1.75633 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297463.5301943 Edm = 0.042022 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297463.4770342 Edm = 0.0144152 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297462.4089205 Edm = 1.13033 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297461.9734894 Edm = 0.391642 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297402.6224148 Edm = 12.6576 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297383.3497822 Edm = 4.34319 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297379.9976736 Edm = 0.235959 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297379.6779626 Edm = 0.0211421 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297379.6204122 Edm = 0.030764 NCalls = 91 -VariableMetric: Iteration # 27 - FCN = 297378.6999652 Edm = 0.849783 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297366.7367638 Edm = 0.472806 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297366.2333743 Edm = 0.00462498 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297366.2251273 Edm = 0.00328701 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297366.1039568 Edm = 0.106627 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297356.6804188 Edm = 7.62685 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297335.9507384 Edm = 5.1275 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297333.8489072 Edm = 0.426071 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297333.4733034 Edm = 0.064128 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297333.3870962 Edm = 0.00491009 NCalls = 118 -VariableMetric: Iteration # 37 - FCN = 297333.3816807 Edm = 0.000541297 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297333.3795555 Edm = 0.00170051 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297333.2217509 Edm = 0.198016 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297333.220493 Edm = 0.000780901 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297333.134139 Edm = 0.0893012 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297332.907358 Edm = 0.195611 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297331.5964767 Edm = 0.348377 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297331.3309828 Edm = 0.096895 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297331.1629776 Edm = 0.0644592 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297331.0639586 Edm = 0.00860769 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297331.0539518 Edm = 0.00163868 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297331.0517644 Edm = 0.000357412 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297331.0497182 Edm = 0.00168409 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297330.9292093 Edm = 0.118456 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297328.1271252 Edm = 1.16792 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297326.2766391 Edm = 0.753826 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297325.88234 Edm = 0.572394 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297325.5951014 Edm = 0.0514582 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297325.5590281 Edm = 0.00952571 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297325.5416002 Edm = 0.00761358 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297325.5292178 Edm = 0.00172098 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297325.5266061 Edm = 0.000841032 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297325.5243612 Edm = 0.00155201 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297325.4678273 Edm = 0.0573122 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297324.4315513 Edm = 0.0403937 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297323.1929481 Edm = 11.1828 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297322.0033672 Edm = 10.1591 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297321.2296263 Edm = 6.9442 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297319.9138518 Edm = 5.08847 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297317.7562606 Edm = 2.62727 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297315.8327989 Edm = 0.719621 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297315.6890408 Edm = 0.769252 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297315.3576856 Edm = 0.169959 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297314.5067871 Edm = 0.791088 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297313.2704165 Edm = 0.56719 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297312.6078828 Edm = 0.344877 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297312.3675248 Edm = 0.141471 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297312.2380073 Edm = 0.0418039 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297312.1724845 Edm = 0.0158008 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297312.1516747 Edm = 0.00420103 NCalls = 232 -VariableMetric: Iteration # 77 - FCN = 297312.1478617 Edm = 0.000249773 NCalls = 234 -VariableMetric: Iteration # 78 - FCN = 297312.1475399 Edm = 0.000163496 NCalls = 236 -VariableMetric: Iteration # 79 - FCN = 297312.1471684 Edm = 0.000287186 NCalls = 238 -VariableMetric: Iteration # 80 - FCN = 297312.1371122 Edm = 0.00902676 NCalls = 243 -VariableMetric: Iteration # 81 - FCN = 297311.6296279 Edm = 0.287877 NCalls = 248 -VariableMetric: Iteration # 82 - FCN = 297310.5971391 Edm = 0.100755 NCalls = 250 -VariableMetric: Iteration # 83 - FCN = 297310.4973479 Edm = 0.0237339 NCalls = 251 -VariableMetric: Iteration # 84 - FCN = 297310.4714886 Edm = 0.0132102 NCalls = 254 -VariableMetric: Iteration # 85 - FCN = 297310.4520208 Edm = 0.0019798 NCalls = 256 -VariableMetric: Iteration # 86 - FCN = 297310.4494711 Edm = 0.000261645 NCalls = 258 -VariableMetric: Iteration # 87 - FCN = 297310.4485127 Edm = 0.000495272 NCalls = 260 -VariableMetric: Iteration # 88 - FCN = 297310.4313014 Edm = 0.0190336 NCalls = 264 -VariableMetric: Iteration # 89 - FCN = 297310.4273932 Edm = 0.00348764 NCalls = 267 -VariableMetric: Iteration # 90 - FCN = 297310.3328786 Edm = 0.0926125 NCalls = 273 -VariableMetric: Iteration # 91 - FCN = 297309.1183761 Edm = 1.71028 NCalls = 278 -VariableMetric: Iteration # 92 - FCN = 297308.2554813 Edm = 0.415635 NCalls = 285 -VariableMetric: Iteration # 93 - FCN = 297307.8390342 Edm = 0.366891 NCalls = 287 -VariableMetric: Iteration # 94 - FCN = 297307.7073835 Edm = 0.0251233 NCalls = 289 -VariableMetric: Iteration # 95 - FCN = 297307.6766024 Edm = 0.00332211 NCalls = 291 -VariableMetric: Iteration # 96 - FCN = 297307.6708412 Edm = 0.00231102 NCalls = 293 -VariableMetric: Iteration # 97 - FCN = 297307.6613409 Edm = 0.00370343 NCalls = 295 -VariableMetric: Iteration # 98 - FCN = 297307.6499722 Edm = 0.00230784 NCalls = 298 -VariableMetric: Iteration # 99 - FCN = 297307.6464065 Edm = 0.00113906 NCalls = 301 -VariableMetric: Iteration # 100 - FCN = 297307.645135 Edm = 0.000407931 NCalls = 303 -VariableMetric: Iteration # 101 - FCN = 297307.6446195 Edm = 7.24931e-05 NCalls = 305 -VariableMetric: Iteration # 102 - FCN = 297307.6442282 Edm = 0.000283723 NCalls = 308 -VariableMetric: Iteration # 103 - FCN = 297307.6356165 Edm = 0.00950854 NCalls = 312 -VariableMetric: Iteration # 104 - FCN = 297307.6319922 Edm = 0.00321684 NCalls = 315 -VariableMetric: Iteration # 105 - FCN = 297307.6203552 Edm = 0.00964396 NCalls = 320 -VariableMetric: Iteration # 106 - FCN = 297307.2945703 Edm = 0.214699 NCalls = 325 -VariableMetric: Iteration # 107 - FCN = 297307.055725 Edm = 0.245046 NCalls = 326 -VariableMetric: Iteration # 108 - FCN = 297306.8904271 Edm = 0.0341645 NCalls = 329 -VariableMetric: Iteration # 109 - FCN = 297306.8428411 Edm = 0.0221208 NCalls = 332 -VariableMetric: Iteration # 110 - FCN = 297306.7688368 Edm = 0.0353484 NCalls = 335 -VariableMetric: Iteration # 111 - FCN = 297306.7412873 Edm = 0.00404075 NCalls = 337 -VariableMetric: Iteration # 112 - FCN = 297306.7384742 Edm = 0.00032572 NCalls = 339 -VariableMetric: Iteration # 113 - FCN = 297306.7381737 Edm = 6.19659e-05 NCalls = 340 -VariableMetric: After Hessian - FCN = 297306.7381737 Edm = 1.92563 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297306.7381737 Edm = 1.92563 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297306.5309868 Edm = 2.77563 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297304.8096633 Edm = 1.89673 NCalls = 830 -VariableMetric: Iteration # 117 - FCN = 297304.3911852 Edm = 0.331748 NCalls = 832 -VariableMetric: Iteration # 118 - FCN = 297304.3141877 Edm = 0.154215 NCalls = 834 -VariableMetric: Iteration # 119 - FCN = 297304.2711529 Edm = 0.226731 NCalls = 836 -VariableMetric: Iteration # 120 - FCN = 297304.171016 Edm = 9.07976 NCalls = 846 -VariableMetric: Iteration # 121 - FCN = 297304.059781 Edm = 1.50924 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297303.5404263 Edm = 0.428872 NCalls = 853 -VariableMetric: Iteration # 123 - FCN = 297303.3147957 Edm = 0.30998 NCalls = 855 -VariableMetric: Iteration # 124 - FCN = 297302.7393715 Edm = 0.294639 NCalls = 860 -VariableMetric: Iteration # 125 - FCN = 297302.6016549 Edm = 0.222108 NCalls = 862 -VariableMetric: Iteration # 126 - FCN = 297302.4602949 Edm = 0.102644 NCalls = 864 -VariableMetric: Iteration # 127 - FCN = 297302.4146232 Edm = 0.0516847 NCalls = 866 -VariableMetric: Iteration # 128 - FCN = 297302.3218983 Edm = 0.107136 NCalls = 868 -VariableMetric: Iteration # 129 - FCN = 297302.1547459 Edm = 0.155304 NCalls = 871 -VariableMetric: Iteration # 130 - FCN = 297302.0415706 Edm = 0.0645976 NCalls = 874 -VariableMetric: Iteration # 131 - FCN = 297301.9720776 Edm = 0.0341112 NCalls = 876 -VariableMetric: Iteration # 132 - FCN = 297301.9452199 Edm = 0.0134787 NCalls = 878 -VariableMetric: Iteration # 133 - FCN = 297301.9314631 Edm = 0.00436717 NCalls = 880 -VariableMetric: Iteration # 134 - FCN = 297301.9270952 Edm = 0.00143992 NCalls = 881 -VariableMetric: Iteration # 135 - FCN = 297301.9253123 Edm = 0.000610726 NCalls = 883 -VariableMetric: Iteration # 136 - FCN = 297301.9243438 Edm = 0.000702851 NCalls = 885 -VariableMetric: Iteration # 137 - FCN = 297301.922771 Edm = 0.00101049 NCalls = 887 -VariableMetric: Iteration # 138 - FCN = 297301.9194351 Edm = 0.00259655 NCalls = 889 -VariableMetric: Iteration # 139 - FCN = 297301.9130281 Edm = 0.00599497 NCalls = 892 -VariableMetric: Iteration # 140 - FCN = 297301.9024561 Edm = 0.00482762 NCalls = 895 -VariableMetric: Iteration # 141 - FCN = 297301.8884717 Edm = 0.00615006 NCalls = 897 -VariableMetric: Iteration # 142 - FCN = 297301.8771171 Edm = 0.00417599 NCalls = 899 -VariableMetric: Iteration # 143 - FCN = 297301.8723604 Edm = 0.000911288 NCalls = 902 -VariableMetric: Iteration # 144 - FCN = 297301.8716366 Edm = 7.59185e-05 NCalls = 903 -VariableMetric: Iteration # 145 - FCN = 297301.8715724 Edm = 6.72146e-06 NCalls = 904 -VariableMetric: After Hessian - FCN = 297301.8715724 Edm = 7.87989e-06 NCalls = 1403 -VariableMetric: Iteration # 146 - FCN = 297301.8715724 Edm = 7.87989e-06 NCalls = 1403 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312617.8265607 Edm = 42.7032 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312617.8265607 Edm = 42.7032 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298813.9343434 Edm = 1.25701 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298810.94054 Edm = 1.13126 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298180.2382346 Edm = 3.78246 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298177.1957641 Edm = 8.92248 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298114.895639 Edm = 3.21332 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298107.2411126 Edm = 17.3565 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 298080.7159153 Edm = 0.607911 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298067.0228395 Edm = 68.1893 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297955.8284765 Edm = 85.9378 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297851.3059651 Edm = 2.69159 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297848.271965 Edm = 0.490789 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297845.664369 Edm = 0.473275 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297844.9215332 Edm = 0.272213 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297844.6150199 Edm = 0.161921 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297844.2052269 Edm = 0.155782 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297843.825916 Edm = 0.51186 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297843.2891773 Edm = 0.268282 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297843.207432 Edm = 0.208488 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297841.2458131 Edm = 2.96467 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297839.8257491 Edm = 3.39016 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297836.0928286 Edm = 3.59563 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297831.9811779 Edm = 1.03826 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297828.6134481 Edm = 7.45183 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297826.08467 Edm = 0.874418 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297824.9755127 Edm = 0.597044 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297824.4179262 Edm = 0.0522054 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297821.3109731 Edm = 3.50447 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297815.0843804 Edm = 6.59433 NCalls = 117 -VariableMetric: Iteration # 29 - FCN = 297814.5335599 Edm = 3.90885 NCalls = 121 -VariableMetric: Iteration # 30 - FCN = 297805.5201123 Edm = 8.27529 NCalls = 127 -VariableMetric: Iteration # 31 - FCN = 297793.6560655 Edm = 3.20438 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297789.109731 Edm = 1.39396 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297788.4346066 Edm = 0.0759451 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297786.9481885 Edm = 1.09242 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297693.2194142 Edm = 12.0104 NCalls = 143 -VariableMetric: Iteration # 36 - FCN = 297679.651198 Edm = 8.1982 NCalls = 144 -VariableMetric: Iteration # 37 - FCN = 297672.21145 Edm = 3.60992 NCalls = 146 -VariableMetric: Iteration # 38 - FCN = 297655.1396966 Edm = 6.22405 NCalls = 150 -VariableMetric: Iteration # 39 - FCN = 297639.311952 Edm = 8.3828 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297612.8697236 Edm = 54.0703 NCalls = 158 -VariableMetric: Iteration # 41 - FCN = 297582.8017504 Edm = 14.3293 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297569.1400023 Edm = 20.2775 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297557.9071883 Edm = 3.01279 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297555.677558 Edm = 2.07245 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297551.8854856 Edm = 4.41478 NCalls = 172 -VariableMetric: Iteration # 46 - FCN = 297547.7642908 Edm = 2.83188 NCalls = 175 -VariableMetric: Iteration # 47 - FCN = 297544.7515094 Edm = 2.68167 NCalls = 177 -VariableMetric: Iteration # 48 - FCN = 297542.5391106 Edm = 0.512592 NCalls = 179 -VariableMetric: Iteration # 49 - FCN = 297542.2768907 Edm = 0.0657341 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297542.2315627 Edm = 0.0397557 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297542.1869025 Edm = 0.0320191 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297541.2536342 Edm = 0.793639 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297476.278105 Edm = 13.5266 NCalls = 195 -VariableMetric: Iteration # 54 - FCN = 297449.6043125 Edm = 7.15796 NCalls = 197 -VariableMetric: Iteration # 55 - FCN = 297428.3294185 Edm = 5.71812 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297419.8528267 Edm = 1.30588 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297418.8435331 Edm = 0.858833 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297418.2367431 Edm = 0.0586774 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297418.1494526 Edm = 0.0035968 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297418.0600511 Edm = 0.067319 NCalls = 216 -VariableMetric: Iteration # 61 - FCN = 297417.7387546 Edm = 0.0588447 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297417.6214225 Edm = 0.0608264 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297416.8578279 Edm = 0.987863 NCalls = 224 -VariableMetric: Iteration # 64 - FCN = 297408.4361555 Edm = 7.38755 NCalls = 233 -VariableMetric: Iteration # 65 - FCN = 297399.2297996 Edm = 7.01672 NCalls = 235 -VariableMetric: Iteration # 66 - FCN = 297393.4128388 Edm = 4.19173 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297384.1263135 Edm = 0.29177 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297383.6876702 Edm = 0.0885767 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297383.3488757 Edm = 0.126755 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297382.6055027 Edm = 0.63294 NCalls = 246 -VariableMetric: Iteration # 71 - FCN = 297382.4585522 Edm = 0.330441 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297381.5613668 Edm = 0.964773 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297380.7959914 Edm = 1.37963 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297379.9506565 Edm = 3.02113 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297377.9316802 Edm = 1.22729 NCalls = 265 -VariableMetric: Iteration # 76 - FCN = 297376.8973167 Edm = 0.298708 NCalls = 267 -VariableMetric: Iteration # 77 - FCN = 297376.5510643 Edm = 0.0496927 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297376.4724009 Edm = 0.0290213 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297376.4504789 Edm = 0.00326992 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297376.4454891 Edm = 0.00126233 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297376.4379429 Edm = 0.00790042 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297376.1903365 Edm = 0.218581 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297367.8922806 Edm = 2.96463 NCalls = 290 -VariableMetric: Iteration # 84 - FCN = 297365.1484457 Edm = 0.879228 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297363.8137723 Edm = 0.0562776 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297363.7514545 Edm = 0.00748008 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297363.7467729 Edm = 0.00138743 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297363.745536 Edm = 0.000291286 NCalls = 299 -VariableMetric: Iteration # 89 - FCN = 297363.7429308 Edm = 0.00242373 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297363.5966701 Edm = 0.141991 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297360.6305549 Edm = 1.17024 NCalls = 313 -VariableMetric: Iteration # 92 - FCN = 297358.4347995 Edm = 0.106775 NCalls = 315 -VariableMetric: Iteration # 93 - FCN = 297358.3461898 Edm = 0.00494971 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297358.341343 Edm = 0.000317071 NCalls = 318 -VariableMetric: Iteration # 95 - FCN = 297358.3403512 Edm = 0.000593011 NCalls = 320 -VariableMetric: Iteration # 96 - FCN = 297358.3079953 Edm = 0.0314396 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297353.0270637 Edm = 1.26395 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297351.8210409 Edm = 0.080989 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297351.7660111 Edm = 0.00509203 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297351.7620311 Edm = 0.000309475 NCalls = 338 -VariableMetric: Iteration # 101 - FCN = 297351.761274 Edm = 0.00058406 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297351.7300973 Edm = 0.032256 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297351.4321511 Edm = 0.0864741 NCalls = 353 -VariableMetric: Iteration # 104 - FCN = 297349.7896767 Edm = 1.11736 NCalls = 355 -VariableMetric: Iteration # 105 - FCN = 297345.8223448 Edm = 0.323665 NCalls = 358 -VariableMetric: Iteration # 106 - FCN = 297345.537375 Edm = 0.0150678 NCalls = 360 -VariableMetric: Iteration # 107 - FCN = 297345.525253 Edm = 0.000764139 NCalls = 362 -VariableMetric: Iteration # 108 - FCN = 297345.5244872 Edm = 0.000151222 NCalls = 364 -VariableMetric: Iteration # 109 - FCN = 297345.5236613 Edm = 0.000686296 NCalls = 367 -VariableMetric: Iteration # 110 - FCN = 297345.498053 Edm = 0.0270611 NCalls = 371 -VariableMetric: Iteration # 111 - FCN = 297345.2647491 Edm = 0.205797 NCalls = 377 -VariableMetric: Iteration # 112 - FCN = 297341.922296 Edm = 0.566697 NCalls = 381 -VariableMetric: Iteration # 113 - FCN = 297341.6278409 Edm = 0.0849085 NCalls = 383 -VariableMetric: Iteration # 114 - FCN = 297341.5390334 Edm = 0.0316791 NCalls = 385 -VariableMetric: Iteration # 115 - FCN = 297341.4737121 Edm = 0.00582462 NCalls = 388 -VariableMetric: Iteration # 116 - FCN = 297341.4674569 Edm = 0.000132367 NCalls = 390 -VariableMetric: Iteration # 117 - FCN = 297341.4672691 Edm = 6.64788e-05 NCalls = 392 -VariableMetric: After Hessian - FCN = 297341.4672691 Edm = 3.86036 NCalls = 877 -VariableMetric: Iteration # 118 - FCN = 297341.4672691 Edm = 3.86036 NCalls = 877 -VariableMetric: Iteration # 119 - FCN = 297341.0554541 Edm = 8.06967 NCalls = 879 -VariableMetric: Iteration # 120 - FCN = 297341.0488771 Edm = 12141.3 NCalls = 885 -VariableMetric: Iteration # 121 - FCN = 297340.9553241 Edm = 8912.18 NCalls = 890 -VariableMetric: Iteration # 122 - FCN = 297340.9347981 Edm = 810.757 NCalls = 895 -VariableMetric: Iteration # 123 - FCN = 297340.8694926 Edm = 12966.4 NCalls = 899 -VariableMetric: Iteration # 124 - FCN = 297340.7980677 Edm = 2850.1 NCalls = 903 -VariableMetric: Iteration # 125 - FCN = 297340.5053298 Edm = 2699.56 NCalls = 907 -VariableMetric: Iteration # 126 - FCN = 297340.2490068 Edm = 540.913 NCalls = 911 -VariableMetric: Iteration # 127 - FCN = 297340.11566 Edm = 262.269 NCalls = 915 -VariableMetric: Iteration # 128 - FCN = 297340.0101426 Edm = 339.868 NCalls = 919 -VariableMetric: Iteration # 129 - FCN = 297339.6889227 Edm = 73.4865 NCalls = 922 -VariableMetric: Iteration # 130 - FCN = 297339.6524716 Edm = 176.912 NCalls = 925 -VariableMetric: Iteration # 131 - FCN = 297339.601909 Edm = 23.6767 NCalls = 928 -VariableMetric: Iteration # 132 - FCN = 297339.5486949 Edm = 17.834 NCalls = 931 -VariableMetric: Iteration # 133 - FCN = 297339.4664541 Edm = 8.90297 NCalls = 934 -VariableMetric: Iteration # 134 - FCN = 297339.4120872 Edm = 5.72875 NCalls = 937 -VariableMetric: Iteration # 135 - FCN = 297339.3744271 Edm = 1.53904 NCalls = 940 -VariableMetric: Iteration # 136 - FCN = 297339.3596114 Edm = 0.557028 NCalls = 943 -VariableMetric: Iteration # 137 - FCN = 297339.3454933 Edm = 3.21309 NCalls = 945 -VariableMetric: Iteration # 138 - FCN = 297339.3166989 Edm = 1.57062 NCalls = 947 -VariableMetric: Iteration # 139 - FCN = 297339.3005316 Edm = 0.443417 NCalls = 949 -VariableMetric: Iteration # 140 - FCN = 297339.2589936 Edm = 6.84144 NCalls = 951 -VariableMetric: Iteration # 141 - FCN = 297339.1952561 Edm = 2.58924 NCalls = 953 -VariableMetric: Iteration # 142 - FCN = 297339.1213995 Edm = 0.315439 NCalls = 955 -VariableMetric: Iteration # 143 - FCN = 297339.1115468 Edm = 0.0809648 NCalls = 957 -VariableMetric: Iteration # 144 - FCN = 297338.991183 Edm = 0.0451489 NCalls = 961 -VariableMetric: Iteration # 145 - FCN = 297338.8771694 Edm = 0.129553 NCalls = 963 -VariableMetric: Iteration # 146 - FCN = 297338.8193377 Edm = 0.0377307 NCalls = 966 -VariableMetric: Iteration # 147 - FCN = 297338.7675964 Edm = 0.0389652 NCalls = 969 -VariableMetric: Iteration # 148 - FCN = 297338.7058769 Edm = 0.0286556 NCalls = 972 -VariableMetric: Iteration # 149 - FCN = 297338.6701125 Edm = 0.088311 NCalls = 975 -VariableMetric: Iteration # 150 - FCN = 297338.6123509 Edm = 0.0477056 NCalls = 977 -VariableMetric: Iteration # 151 - FCN = 297338.5576506 Edm = 0.0436517 NCalls = 979 -VariableMetric: Iteration # 152 - FCN = 297338.5288347 Edm = 0.0282824 NCalls = 982 -VariableMetric: Iteration # 153 - FCN = 297338.5067208 Edm = 0.0103516 NCalls = 984 -VariableMetric: Iteration # 154 - FCN = 297338.4880986 Edm = 0.00434647 NCalls = 986 -VariableMetric: Iteration # 155 - FCN = 297338.4812517 Edm = 0.00706078 NCalls = 989 -VariableMetric: Iteration # 156 - FCN = 297338.474734 Edm = 0.00298854 NCalls = 991 -VariableMetric: Iteration # 157 - FCN = 297338.4695473 Edm = 0.00294206 NCalls = 994 -VariableMetric: Iteration # 158 - FCN = 297338.4677074 Edm = 0.00246812 NCalls = 996 -VariableMetric: Iteration # 159 - FCN = 297338.4658523 Edm = 0.00055089 NCalls = 998 -VariableMetric: Iteration # 160 - FCN = 297338.4648997 Edm = 0.000213212 NCalls = 1000 -VariableMetric: Iteration # 161 - FCN = 297338.4644171 Edm = 0.00012203 NCalls = 1002 -VariableMetric: Iteration # 162 - FCN = 297338.4641614 Edm = 6.84398e-05 NCalls = 1004 -VariableMetric: Iteration # 163 - FCN = 297338.4640591 Edm = 5.11395e-05 NCalls = 1006 -VariableMetric: After Hessian - FCN = 297338.4640591 Edm = 0.000946503 NCalls = 1505 -VariableMetric: Iteration # 164 - FCN = 297338.4640591 Edm = 0.000946503 NCalls = 1505 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310771.9392711 Edm = 23.9792 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310771.9392711 Edm = 23.9792 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300018.246733 Edm = 2.56656 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300005.226546 Edm = 2.4831 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299165.3161931 Edm = 108.3 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299029.180459 Edm = 1.8332 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299017.3794038 Edm = 7.39155 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298762.7608211 Edm = 42.3679 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298717.8623033 Edm = 2.09434 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298716.1632223 Edm = 0.265404 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298686.949519 Edm = 27.0617 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298344.448256 Edm = 1.65099 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298340.6246649 Edm = 1.61825 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298224.0799236 Edm = 38.6441 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298199.4311653 Edm = 44.4518 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298129.9746918 Edm = 105.897 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297721.7371821 Edm = 72.947 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297565.0463326 Edm = 81.9944 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297467.6736176 Edm = 45.0609 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297398.2338602 Edm = 157.109 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297359.8314658 Edm = 17.4355 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297340.6968411 Edm = 7.82529 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297327.8729698 Edm = 8.3617 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297292.4364044 Edm = 14.9922 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297274.5036147 Edm = 11.3444 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297271.1127192 Edm = 1.44985 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297268.8945403 Edm = 1.00419 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297266.4056257 Edm = 0.906549 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297264.2130063 Edm = 0.962733 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297251.71791 Edm = 1.8581 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297251.0245027 Edm = 0.814138 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297247.0830092 Edm = 1.52749 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297246.0671093 Edm = 1.8638 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297243.2532661 Edm = 1.0878 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297239.0095953 Edm = 2.04308 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297234.982031 Edm = 3.17094 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297234.7240588 Edm = 1.31198 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297233.7323612 Edm = 0.776583 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297232.3406435 Edm = 2.63228 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297222.6939189 Edm = 6.43828 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297203.5865235 Edm = 22.92 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297190.7714043 Edm = 6.22445 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297165.0493074 Edm = 1.144 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297164.3056592 Edm = 2.73086 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297162.9541373 Edm = 1.6353 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297161.9735917 Edm = 0.646243 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297161.47048 Edm = 0.508213 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297160.1117044 Edm = 1.94919 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297153.4655581 Edm = 0.411939 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297152.8494946 Edm = 0.0998668 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297152.4822347 Edm = 0.0775728 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297152.229676 Edm = 0.107877 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297151.768757 Edm = 0.0815372 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297150.0833209 Edm = 1.06685 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297148.8049104 Edm = 3.10167 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297148.1394403 Edm = 0.0585637 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297147.9322403 Edm = 0.115253 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297147.8065499 Edm = 0.0805155 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297147.7452412 Edm = 0.0189665 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297147.7109735 Edm = 0.0245117 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297147.5044045 Edm = 0.115599 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297147.311962 Edm = 0.116738 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297147.1409171 Edm = 0.0337015 NCalls = 208 -VariableMetric: Iteration # 62 - FCN = 297147.0612999 Edm = 0.0272776 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297146.918738 Edm = 0.10043 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297146.6110663 Edm = 0.350738 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297145.5285823 Edm = 2.10912 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297144.6448121 Edm = 1.70641 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297138.0933421 Edm = 5.50222 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297122.7935103 Edm = 2.44382 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297118.112422 Edm = 1.19239 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297117.6586662 Edm = 0.234394 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297117.4156184 Edm = 0.0886976 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297117.2769801 Edm = 0.137555 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297116.9515138 Edm = 0.166445 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297116.2120569 Edm = 0.357316 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297115.1338193 Edm = 0.501781 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297114.8036648 Edm = 1.21268 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297114.2289128 Edm = 0.260025 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297113.9662939 Edm = 0.390971 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297113.2867703 Edm = 0.803597 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297112.3706621 Edm = 0.825965 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297111.0077459 Edm = 1.9928 NCalls = 274 -VariableMetric: Iteration # 82 - FCN = 297110.872644 Edm = 0.190926 NCalls = 276 -VariableMetric: Iteration # 83 - FCN = 297109.0345634 Edm = 1.32803 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297106.7842877 Edm = 3.25096 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297105.2656446 Edm = 1.32813 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297103.5454098 Edm = 2.58315 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297101.6198031 Edm = 1.48587 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297095.8546307 Edm = 3.25905 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297095.6125354 Edm = 1.51009 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297093.7934235 Edm = 1.01545 NCalls = 307 -VariableMetric: Iteration # 91 - FCN = 297092.7382407 Edm = 0.263049 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297092.4486065 Edm = 0.100529 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297092.3549109 Edm = 0.0497967 NCalls = 314 -VariableMetric: Iteration # 94 - FCN = 297092.3255296 Edm = 0.00600021 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297092.2891523 Edm = 0.0231018 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297089.937902 Edm = 1.99203 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297077.2448081 Edm = 10.4336 NCalls = 329 -VariableMetric: Iteration # 98 - FCN = 297072.1652153 Edm = 7.25798 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297066.1004212 Edm = 2.96898 NCalls = 335 -VariableMetric: Iteration # 100 - FCN = 297064.2944719 Edm = 0.803747 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 297063.4850836 Edm = 0.093369 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 297063.3621025 Edm = 0.0336208 NCalls = 341 -VariableMetric: Iteration # 103 - FCN = 297063.3263093 Edm = 0.0141191 NCalls = 343 -VariableMetric: Iteration # 104 - FCN = 297063.3021883 Edm = 0.0069135 NCalls = 345 -VariableMetric: Iteration # 105 - FCN = 297063.2890935 Edm = 0.0043524 NCalls = 347 -VariableMetric: Iteration # 106 - FCN = 297063.2758048 Edm = 0.00779511 NCalls = 349 -VariableMetric: Iteration # 107 - FCN = 297063.1348605 Edm = 0.125824 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297061.5797238 Edm = 2.29301 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297061.551197 Edm = 0.0467446 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297061.129471 Edm = 0.393639 NCalls = 369 -VariableMetric: Iteration # 111 - FCN = 297053.7411591 Edm = 7.58674 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297037.2000312 Edm = 9.91297 NCalls = 379 -VariableMetric: Iteration # 113 - FCN = 297031.0114445 Edm = 0.902387 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297030.2459667 Edm = 0.0707748 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297030.1440384 Edm = 0.0222252 NCalls = 385 -VariableMetric: Iteration # 116 - FCN = 297030.1078656 Edm = 0.00733567 NCalls = 387 -VariableMetric: Iteration # 117 - FCN = 297030.0818878 Edm = 0.00452104 NCalls = 389 -VariableMetric: Iteration # 118 - FCN = 297030.0728872 Edm = 0.00176822 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297030.0633417 Edm = 0.00941842 NCalls = 394 -VariableMetric: Iteration # 120 - FCN = 297029.9925602 Edm = 0.0436591 NCalls = 399 -VariableMetric: Iteration # 121 - FCN = 297029.794356 Edm = 0.0566671 NCalls = 403 -VariableMetric: Iteration # 122 - FCN = 297029.6599823 Edm = 0.119183 NCalls = 405 -VariableMetric: Iteration # 123 - FCN = 297029.2186219 Edm = 1.10113 NCalls = 409 -VariableMetric: Iteration # 124 - FCN = 297028.7777521 Edm = 0.777999 NCalls = 413 -VariableMetric: Iteration # 125 - FCN = 297026.7238462 Edm = 1.87879 NCalls = 419 -VariableMetric: Iteration # 126 - FCN = 297023.6018403 Edm = 1.50379 NCalls = 424 -VariableMetric: Iteration # 127 - FCN = 297019.3421377 Edm = 1.33631 NCalls = 427 -VariableMetric: Iteration # 128 - FCN = 297017.9264491 Edm = 0.264471 NCalls = 430 -VariableMetric: Iteration # 129 - FCN = 297017.7308117 Edm = 0.0697119 NCalls = 432 -VariableMetric: Iteration # 130 - FCN = 297017.6519186 Edm = 0.0263258 NCalls = 434 -VariableMetric: Iteration # 131 - FCN = 297017.5706358 Edm = 0.042242 NCalls = 436 -VariableMetric: Iteration # 132 - FCN = 297017.494 Edm = 0.0196188 NCalls = 439 -VariableMetric: Iteration # 133 - FCN = 297017.4683819 Edm = 0.00678881 NCalls = 441 -VariableMetric: Iteration # 134 - FCN = 297017.4493081 Edm = 0.0147209 NCalls = 444 -VariableMetric: Iteration # 135 - FCN = 297017.4376581 Edm = 0.00701005 NCalls = 446 -VariableMetric: Iteration # 136 - FCN = 297017.4206158 Edm = 0.00604806 NCalls = 449 -VariableMetric: Iteration # 137 - FCN = 297017.3923983 Edm = 0.0256685 NCalls = 452 -VariableMetric: Iteration # 138 - FCN = 297017.3749141 Edm = 0.0257217 NCalls = 455 -VariableMetric: Iteration # 139 - FCN = 297017.3517715 Edm = 0.0328895 NCalls = 457 -VariableMetric: Iteration # 140 - FCN = 297017.3455489 Edm = 0.00561954 NCalls = 460 -VariableMetric: Iteration # 141 - FCN = 297017.301266 Edm = 0.0140014 NCalls = 464 -VariableMetric: Iteration # 142 - FCN = 297017.2645801 Edm = 0.0322324 NCalls = 466 -VariableMetric: Iteration # 143 - FCN = 297017.2168022 Edm = 0.0496102 NCalls = 470 -VariableMetric: Iteration # 144 - FCN = 297017.1361837 Edm = 0.128094 NCalls = 474 -VariableMetric: Iteration # 145 - FCN = 297016.9335589 Edm = 0.180515 NCalls = 480 -VariableMetric: Iteration # 146 - FCN = 297014.3776687 Edm = 1.77572 NCalls = 483 -VariableMetric: Iteration # 147 - FCN = 297009.442927 Edm = 3.40819 NCalls = 490 -VariableMetric: Iteration # 148 - FCN = 297008.3551368 Edm = 0.473777 NCalls = 491 -VariableMetric: Iteration # 149 - FCN = 297007.9636048 Edm = 0.0213616 NCalls = 493 -VariableMetric: Iteration # 150 - FCN = 297007.9367683 Edm = 0.00520467 NCalls = 495 -VariableMetric: Iteration # 151 - FCN = 297007.9228432 Edm = 0.00399181 NCalls = 497 -VariableMetric: Iteration # 152 - FCN = 297007.9165098 Edm = 0.000818665 NCalls = 499 -VariableMetric: Iteration # 153 - FCN = 297007.9152859 Edm = 0.000434661 NCalls = 501 -VariableMetric: Iteration # 154 - FCN = 297007.9016864 Edm = 0.0147113 NCalls = 506 -VariableMetric: Iteration # 155 - FCN = 297007.4735916 Edm = 0.0832648 NCalls = 513 -VariableMetric: Iteration # 156 - FCN = 297006.1308588 Edm = 0.35486 NCalls = 515 -VariableMetric: Iteration # 157 - FCN = 297005.2221285 Edm = 0.0528874 NCalls = 519 -VariableMetric: Iteration # 158 - FCN = 297005.1645901 Edm = 0.0119507 NCalls = 520 -VariableMetric: Iteration # 159 - FCN = 297005.1574829 Edm = 0.00207393 NCalls = 522 -VariableMetric: Iteration # 160 - FCN = 297005.1543574 Edm = 0.000494988 NCalls = 524 -VariableMetric: Iteration # 161 - FCN = 297005.1535147 Edm = 0.000455096 NCalls = 526 -VariableMetric: Iteration # 162 - FCN = 297005.1492573 Edm = 0.00454616 NCalls = 530 -VariableMetric: Iteration # 163 - FCN = 297005.0253432 Edm = 0.129039 NCalls = 537 -VariableMetric: Iteration # 164 - FCN = 297005.015633 Edm = 0.00923484 NCalls = 541 -VariableMetric: Iteration # 165 - FCN = 297003.517683 Edm = 0.522906 NCalls = 548 -VariableMetric: Iteration # 166 - FCN = 297002.5185439 Edm = 0.158614 NCalls = 551 -VariableMetric: Iteration # 167 - FCN = 297002.3593535 Edm = 0.0118943 NCalls = 552 -VariableMetric: Iteration # 168 - FCN = 297002.3484441 Edm = 0.000346331 NCalls = 554 -VariableMetric: Iteration # 169 - FCN = 297002.3479398 Edm = 7.87779e-05 NCalls = 556 -VariableMetric: Iteration # 170 - FCN = 297002.3474871 Edm = 0.000340612 NCalls = 559 -VariableMetric: Iteration # 171 - FCN = 297002.3202636 Edm = 0.0259815 NCalls = 564 -VariableMetric: Iteration # 172 - FCN = 297001.4576426 Edm = 0.401006 NCalls = 568 -VariableMetric: Iteration # 173 - FCN = 297000.6227141 Edm = 0.0520889 NCalls = 570 -VariableMetric: Iteration # 174 - FCN = 297000.5800926 Edm = 0.000973602 NCalls = 572 -VariableMetric: Iteration # 175 - FCN = 297000.5789671 Edm = 4.96951e-05 NCalls = 574 -VariableMetric: After Hessian - FCN = 297000.5789671 Edm = 2.32623 NCalls = 1053 -VariableMetric: Iteration # 176 - FCN = 297000.5789671 Edm = 2.32623 NCalls = 1053 -VariableMetric: Iteration # 177 - FCN = 296998.6352905 Edm = 4.57903 NCalls = 1055 -VariableMetric: Iteration # 178 - FCN = 296998.1385139 Edm = 0.261548 NCalls = 1057 -VariableMetric: Iteration # 179 - FCN = 296997.6941926 Edm = 0.223911 NCalls = 1059 -VariableMetric: Iteration # 180 - FCN = 296997.4782057 Edm = 0.0776677 NCalls = 1066 -VariableMetric: Iteration # 181 - FCN = 296997.420768 Edm = 0.0280096 NCalls = 1068 -VariableMetric: Iteration # 182 - FCN = 296997.3984258 Edm = 0.0211324 NCalls = 1071 -VariableMetric: Iteration # 183 - FCN = 296997.3651474 Edm = 0.0124292 NCalls = 1073 -VariableMetric: Iteration # 184 - FCN = 296997.336791 Edm = 0.0104729 NCalls = 1075 -VariableMetric: Iteration # 185 - FCN = 296997.3155114 Edm = 0.00337748 NCalls = 1077 -VariableMetric: Iteration # 186 - FCN = 296997.3120879 Edm = 0.00104708 NCalls = 1078 -VariableMetric: Iteration # 187 - FCN = 296997.3110994 Edm = 0.000204211 NCalls = 1080 -VariableMetric: Iteration # 188 - FCN = 296997.3106419 Edm = 9.05419e-05 NCalls = 1082 -VariableMetric: Iteration # 189 - FCN = 296997.3104673 Edm = 3.06917e-05 NCalls = 1084 -VariableMetric: After Hessian - FCN = 296997.3104673 Edm = 0.000241 NCalls = 1571 -VariableMetric: Iteration # 190 - FCN = 296997.3104673 Edm = 0.000241 NCalls = 1571 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308890.4219688 Edm = 13.6585 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308890.4219688 Edm = 13.6585 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302459.6091954 Edm = 20.7948 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302370.1064829 Edm = 8.01897 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 302365.9655081 Edm = 1.90028 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300065.9398064 Edm = 73.0841 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299292.8935476 Edm = 865.036 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299221.4538066 Edm = 6.92915 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298727.7645301 Edm = 5.82586 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298720.0326982 Edm = 15.2897 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 298714.9173443 Edm = 3.64701 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298302.5233026 Edm = 194.655 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298023.3783722 Edm = 245.683 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297857.5464754 Edm = 140.657 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297742.8892964 Edm = 71.5477 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297691.9254328 Edm = 4.56753 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297686.9578045 Edm = 0.336803 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297686.5840753 Edm = 0.0710711 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297683.1755695 Edm = 3.24158 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297611.0691318 Edm = 18.983 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297594.2069447 Edm = 6.29359 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297586.883539 Edm = 4.53489 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297579.5960973 Edm = 1.22394 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297569.9768406 Edm = 5.81275 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297569.4859245 Edm = 2.07643 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297561.3071531 Edm = 11.3827 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297513.1600888 Edm = 9.69136 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297507.699044 Edm = 13.3954 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297495.3040318 Edm = 2.16141 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297491.513128 Edm = 0.154376 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297491.3475647 Edm = 0.0152396 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297491.1850057 Edm = 0.139258 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297489.6338353 Edm = 1.30118 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297478.8579197 Edm = 2.21901 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297475.1953728 Edm = 0.27312 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297474.2637505 Edm = 0.0572877 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297474.2177638 Edm = 0.0148003 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297474.1948182 Edm = 0.0137104 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297473.7867194 Edm = 0.240961 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297466.5808427 Edm = 5.21841 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297441.3704096 Edm = 7.0252 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297432.657576 Edm = 0.875159 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297431.8327149 Edm = 0.174926 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297431.6126291 Edm = 0.136213 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297431.4884252 Edm = 0.228711 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297431.1936915 Edm = 0.635065 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297430.8817329 Edm = 0.656844 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297428.2218958 Edm = 1.01769 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297427.6117732 Edm = 0.288343 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297427.3217307 Edm = 0.00709879 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297427.3095409 Edm = 0.00450118 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297427.1869429 Edm = 0.123188 NCalls = 180 -VariableMetric: Iteration # 51 - FCN = 297423.9427791 Edm = 2.41807 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297418.6107983 Edm = 0.211141 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297418.3876394 Edm = 0.0465091 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297418.3604698 Edm = 0.0075958 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297418.3457641 Edm = 0.00213775 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297418.3415144 Edm = 0.00149908 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297418.2786604 Edm = 0.0555838 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297417.2639862 Edm = 0.928259 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297417.2117567 Edm = 0.0733693 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297416.2285516 Edm = 1.15645 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297414.1853262 Edm = 1.11884 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297404.8354847 Edm = 1.74134 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297402.558285 Edm = 2.30015 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297401.4707256 Edm = 0.590442 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297400.3953516 Edm = 1.15006 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297399.8591619 Edm = 0.525309 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297399.2862325 Edm = 0.605677 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297398.7431795 Edm = 0.674993 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297398.3083919 Edm = 0.386301 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297397.5409649 Edm = 0.233154 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297397.1472611 Edm = 0.231707 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297396.8701811 Edm = 0.125528 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297396.6651968 Edm = 0.0334289 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297396.6189262 Edm = 0.014291 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297396.5145783 Edm = 0.10999 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297395.3867446 Edm = 1.42976 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297395.3121128 Edm = 0.0775915 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297394.6888546 Edm = 0.663861 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297393.8559716 Edm = 0.764928 NCalls = 276 -VariableMetric: Iteration # 80 - FCN = 297379.189092 Edm = 1.23282 NCalls = 281 -VariableMetric: Iteration # 81 - FCN = 297378.1408071 Edm = 0.0975921 NCalls = 283 -VariableMetric: Iteration # 82 - FCN = 297378.0753309 Edm = 0.0119248 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297378.0625801 Edm = 0.00213409 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297378.0596987 Edm = 0.000332642 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297378.0583599 Edm = 0.00083452 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297378.0330043 Edm = 0.0257919 NCalls = 295 -VariableMetric: Iteration # 87 - FCN = 297377.0372919 Edm = 0.457316 NCalls = 302 -VariableMetric: Iteration # 88 - FCN = 297375.6357168 Edm = 0.385473 NCalls = 305 -VariableMetric: Iteration # 89 - FCN = 297375.4233325 Edm = 0.112404 NCalls = 307 -VariableMetric: Iteration # 90 - FCN = 297375.3345836 Edm = 0.047791 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297375.2920843 Edm = 0.0219551 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297375.2534896 Edm = 0.00456928 NCalls = 312 -VariableMetric: Iteration # 93 - FCN = 297375.2444461 Edm = 0.00844949 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297375.1493756 Edm = 0.0220567 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297375.1432874 Edm = 0.0160226 NCalls = 325 -VariableMetric: Iteration # 96 - FCN = 297375.1091275 Edm = 0.0114238 NCalls = 327 -VariableMetric: Iteration # 97 - FCN = 297375.0980363 Edm = 0.0035206 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 297375.0936625 Edm = 0.00221851 NCalls = 330 -VariableMetric: Iteration # 99 - FCN = 297375.0904729 Edm = 0.00217684 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 297375.0879226 Edm = 0.000442786 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297375.0873132 Edm = 0.00010873 NCalls = 337 -VariableMetric: Iteration # 102 - FCN = 297375.0865079 Edm = 0.000735684 NCalls = 340 -VariableMetric: Iteration # 103 - FCN = 297375.0699274 Edm = 0.0211178 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 297374.9930673 Edm = 0.0523522 NCalls = 356 -VariableMetric: Iteration # 105 - FCN = 297374.7712531 Edm = 0.545259 NCalls = 363 -VariableMetric: Iteration # 106 - FCN = 297373.1751851 Edm = 0.572045 NCalls = 367 -VariableMetric: Iteration # 107 - FCN = 297372.2610162 Edm = 0.137091 NCalls = 369 -VariableMetric: Iteration # 108 - FCN = 297371.9792246 Edm = 0.0411254 NCalls = 375 -VariableMetric: Iteration # 109 - FCN = 297371.9577151 Edm = 0.0241651 NCalls = 377 -VariableMetric: Iteration # 110 - FCN = 297371.9256762 Edm = 0.0153702 NCalls = 379 -VariableMetric: Iteration # 111 - FCN = 297371.9039232 Edm = 0.0183466 NCalls = 381 -VariableMetric: Iteration # 112 - FCN = 297371.8789496 Edm = 0.00448605 NCalls = 383 -VariableMetric: Iteration # 113 - FCN = 297371.8744803 Edm = 0.00175973 NCalls = 385 -VariableMetric: Iteration # 114 - FCN = 297371.8731605 Edm = 0.000135516 NCalls = 387 -VariableMetric: Iteration # 115 - FCN = 297371.8729319 Edm = 7.86343e-05 NCalls = 389 -VariableMetric: After Hessian - FCN = 297371.8729319 Edm = 2379.14 NCalls = 864 -VariableMetric: Iteration # 116 - FCN = 297371.8729319 Edm = 2379.14 NCalls = 864 -VariableMetric: Iteration # 117 - FCN = 297365.1582162 Edm = 2870.39 NCalls = 868 -VariableMetric: Iteration # 118 - FCN = 297364.9114979 Edm = 6.08398 NCalls = 871 -VariableMetric: Iteration # 119 - FCN = 297361.0632317 Edm = 0.292146 NCalls = 873 -VariableMetric: Iteration # 120 - FCN = 297359.6916553 Edm = 0.514239 NCalls = 875 -VariableMetric: Iteration # 121 - FCN = 297358.4575402 Edm = 0.301771 NCalls = 878 -VariableMetric: Iteration # 122 - FCN = 297357.2024935 Edm = 0.238106 NCalls = 880 -VariableMetric: Iteration # 123 - FCN = 297356.3994001 Edm = 0.355969 NCalls = 882 -VariableMetric: Iteration # 124 - FCN = 297355.4589087 Edm = 0.12682 NCalls = 885 -VariableMetric: Iteration # 125 - FCN = 297355.0393567 Edm = 0.155998 NCalls = 887 -VariableMetric: Iteration # 126 - FCN = 297354.795894 Edm = 0.0390417 NCalls = 889 -VariableMetric: Iteration # 127 - FCN = 297354.6431175 Edm = 0.120293 NCalls = 891 -VariableMetric: Iteration # 128 - FCN = 297353.4658923 Edm = 0.394283 NCalls = 896 -VariableMetric: Iteration # 129 - FCN = 297352.5847377 Edm = 0.532408 NCalls = 898 -VariableMetric: Iteration # 130 - FCN = 297349.1849402 Edm = 2.2488 NCalls = 903 -VariableMetric: Iteration # 131 - FCN = 297347.7188403 Edm = 6.2882 NCalls = 905 -VariableMetric: Iteration # 132 - FCN = 297346.5791084 Edm = 2.8799 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297343.423561 Edm = 4.99823 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297338.2290797 Edm = 3.02301 NCalls = 912 -VariableMetric: Iteration # 135 - FCN = 297333.0874162 Edm = 1.5083 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297331.4921219 Edm = 0.628523 NCalls = 916 -VariableMetric: Iteration # 137 - FCN = 297329.1936825 Edm = 2.00429 NCalls = 918 -VariableMetric: Iteration # 138 - FCN = 297327.0039428 Edm = 1.14363 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297326.3210439 Edm = 0.15082 NCalls = 923 -VariableMetric: Iteration # 140 - FCN = 297325.9174313 Edm = 0.165435 NCalls = 925 -VariableMetric: Iteration # 141 - FCN = 297325.5989553 Edm = 0.0747018 NCalls = 927 -VariableMetric: Iteration # 142 - FCN = 297325.2520862 Edm = 0.190395 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297324.8975031 Edm = 0.109509 NCalls = 931 -VariableMetric: Iteration # 144 - FCN = 297324.7327685 Edm = 0.057238 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297324.0496032 Edm = 0.487952 NCalls = 936 -VariableMetric: Iteration # 146 - FCN = 297323.5328045 Edm = 0.276639 NCalls = 938 -VariableMetric: Iteration # 147 - FCN = 297323.0463177 Edm = 0.215512 NCalls = 940 -VariableMetric: Iteration # 148 - FCN = 297322.6393389 Edm = 0.183714 NCalls = 942 -VariableMetric: Iteration # 149 - FCN = 297322.2934146 Edm = 0.0886579 NCalls = 944 -VariableMetric: Iteration # 150 - FCN = 297322.1533457 Edm = 0.052593 NCalls = 946 -VariableMetric: Iteration # 151 - FCN = 297322.0693617 Edm = 0.0294638 NCalls = 948 -VariableMetric: Iteration # 152 - FCN = 297321.9983176 Edm = 0.0240805 NCalls = 950 -VariableMetric: Iteration # 153 - FCN = 297321.9336735 Edm = 0.0365248 NCalls = 952 -VariableMetric: Iteration # 154 - FCN = 297321.852039 Edm = 0.0499053 NCalls = 954 -VariableMetric: Iteration # 155 - FCN = 297321.7651067 Edm = 0.0475584 NCalls = 956 -VariableMetric: Iteration # 156 - FCN = 297321.7151846 Edm = 0.00703873 NCalls = 957 -VariableMetric: Iteration # 157 - FCN = 297321.6988995 Edm = 0.00946537 NCalls = 959 -VariableMetric: Iteration # 158 - FCN = 297321.567285 Edm = 0.0630864 NCalls = 963 -VariableMetric: Iteration # 159 - FCN = 297321.4688422 Edm = 0.0176979 NCalls = 966 -VariableMetric: Iteration # 160 - FCN = 297321.4463875 Edm = 0.00842608 NCalls = 968 -VariableMetric: Iteration # 161 - FCN = 297321.4148449 Edm = 0.0200503 NCalls = 971 -VariableMetric: Iteration # 162 - FCN = 297321.3674945 Edm = 0.0182488 NCalls = 973 -VariableMetric: Iteration # 163 - FCN = 297321.3120007 Edm = 0.0336421 NCalls = 975 -VariableMetric: Iteration # 164 - FCN = 297321.2069463 Edm = 0.055642 NCalls = 978 -VariableMetric: Iteration # 165 - FCN = 297321.1358629 Edm = 0.00953629 NCalls = 980 -VariableMetric: Iteration # 166 - FCN = 297321.1291789 Edm = 0.00325371 NCalls = 982 -VariableMetric: Iteration # 167 - FCN = 297321.1235587 Edm = 0.00274108 NCalls = 984 -VariableMetric: Iteration # 168 - FCN = 297321.1156055 Edm = 0.00403166 NCalls = 986 -VariableMetric: Iteration # 169 - FCN = 297321.0971216 Edm = 0.0124206 NCalls = 988 -VariableMetric: Iteration # 170 - FCN = 297320.9568253 Edm = 0.0458342 NCalls = 991 -VariableMetric: Iteration # 171 - FCN = 297320.8866077 Edm = 0.0146549 NCalls = 994 -VariableMetric: Iteration # 172 - FCN = 297320.8735326 Edm = 0.0118822 NCalls = 996 -VariableMetric: Iteration # 173 - FCN = 297320.8640357 Edm = 0.00866656 NCalls = 999 -VariableMetric: Iteration # 174 - FCN = 297320.8489513 Edm = 0.0135943 NCalls = 1001 -VariableMetric: Iteration # 175 - FCN = 297320.8348552 Edm = 0.00956614 NCalls = 1003 -VariableMetric: Iteration # 176 - FCN = 297320.8222201 Edm = 0.00462808 NCalls = 1006 -VariableMetric: Iteration # 177 - FCN = 297320.8174601 Edm = 0.00102873 NCalls = 1008 -VariableMetric: Iteration # 178 - FCN = 297320.8159003 Edm = 0.000319526 NCalls = 1010 -VariableMetric: Iteration # 179 - FCN = 297320.8156247 Edm = 0.000184985 NCalls = 1012 -VariableMetric: Iteration # 180 - FCN = 297320.8150829 Edm = 0.000443624 NCalls = 1014 -VariableMetric: Iteration # 181 - FCN = 297320.8103108 Edm = 0.00260737 NCalls = 1017 -VariableMetric: Iteration # 182 - FCN = 297320.8021046 Edm = 0.00107051 NCalls = 1020 -VariableMetric: Iteration # 183 - FCN = 297320.8010567 Edm = 0.000176592 NCalls = 1021 -VariableMetric: Iteration # 184 - FCN = 297320.8008127 Edm = 7.89063e-05 NCalls = 1023 -VariableMetric: Iteration # 185 - FCN = 297320.8004303 Edm = 0.000349571 NCalls = 1025 -VariableMetric: Iteration # 186 - FCN = 297320.794518 Edm = 0.00439613 NCalls = 1030 -VariableMetric: Iteration # 187 - FCN = 297320.7780275 Edm = 0.00508849 NCalls = 1033 -VariableMetric: Iteration # 188 - FCN = 297320.7745814 Edm = 0.00106423 NCalls = 1035 -VariableMetric: Iteration # 189 - FCN = 297320.7731062 Edm = 0.000293348 NCalls = 1037 -VariableMetric: Iteration # 190 - FCN = 297320.7725542 Edm = 0.000148255 NCalls = 1039 -VariableMetric: Iteration # 191 - FCN = 297320.7721802 Edm = 0.00030573 NCalls = 1041 -VariableMetric: Iteration # 192 - FCN = 297320.7699908 Edm = 0.000984549 NCalls = 1045 -VariableMetric: Iteration # 193 - FCN = 297320.7679582 Edm = 0.000676597 NCalls = 1047 -VariableMetric: Iteration # 194 - FCN = 297320.7674043 Edm = 0.000199485 NCalls = 1049 -VariableMetric: Iteration # 195 - FCN = 297320.7671087 Edm = 4.56483e-05 NCalls = 1051 -VariableMetric: After Hessian - FCN = 297320.7671087 Edm = 0.0100616 NCalls = 1540 -VariableMetric: Iteration # 196 - FCN = 297320.7671087 Edm = 0.0100616 NCalls = 1540 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 330724.9188786 Edm = 7836.08 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 330724.9188786 Edm = 7836.08 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 324635.4455872 Edm = 164.147 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 324560.5992443 Edm = 22.0071 NCalls = 5 -VariableMetric: Iteration # 3 - FCN = 320902.3232351 Edm = 3515.07 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 320878.9014119 Edm = 38.0224 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 318281.4229056 Edm = 1032.83 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 317255.7991964 Edm = 478.795 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 306525.2281511 Edm = 526.053 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 305863.7269097 Edm = 5075.26 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 302389.5929943 Edm = 52.2013 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 302044.7297235 Edm = 11.4614 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 301739.0616385 Edm = 15.1493 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 301709.0071115 Edm = 42.9697 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 300472.4334162 Edm = 3438.41 NCalls = 66 -VariableMetric: Iteration # 14 - FCN = 300416.043785 Edm = 22.8722 NCalls = 69 -VariableMetric: Iteration # 15 - FCN = 300376.7227601 Edm = 23.1676 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 300032.2197742 Edm = 688.132 NCalls = 80 -VariableMetric: Iteration # 17 - FCN = 299776.7696089 Edm = 335.876 NCalls = 85 -VariableMetric: Iteration # 18 - FCN = 299754.2180984 Edm = 33.6114 NCalls = 87 -VariableMetric: Iteration # 19 - FCN = 299662.4171527 Edm = 23.4589 NCalls = 89 -VariableMetric: Iteration # 20 - FCN = 299642.6370507 Edm = 2.89148 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 299624.4922864 Edm = 11.1216 NCalls = 94 -VariableMetric: Iteration # 22 - FCN = 298792.1040978 Edm = 13.3987 NCalls = 100 -VariableMetric: Iteration # 23 - FCN = 298729.6459955 Edm = 9.45667 NCalls = 103 -VariableMetric: Iteration # 24 - FCN = 298700.9877017 Edm = 16.3561 NCalls = 106 -VariableMetric: Iteration # 25 - FCN = 298684.5830245 Edm = 17.8016 NCalls = 109 -VariableMetric: Iteration # 26 - FCN = 298661.2469891 Edm = 23.1092 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 298630.8300351 Edm = 7.30323 NCalls = 116 -VariableMetric: Iteration # 28 - FCN = 298624.1620162 Edm = 0.677614 NCalls = 118 -VariableMetric: Iteration # 29 - FCN = 298615.4326243 Edm = 9.94733 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 298400.9434592 Edm = 126.567 NCalls = 131 -VariableMetric: Iteration # 31 - FCN = 298041.4532763 Edm = 384.023 NCalls = 136 -VariableMetric: Iteration # 32 - FCN = 297838.7816064 Edm = 89.6715 NCalls = 139 -VariableMetric: Iteration # 33 - FCN = 297785.5784163 Edm = 0.722468 NCalls = 141 -VariableMetric: Iteration # 34 - FCN = 297776.9964308 Edm = 2.03595 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297774.7967099 Edm = 0.27736 NCalls = 146 -VariableMetric: Iteration # 36 - FCN = 297758.6895857 Edm = 7.0464 NCalls = 151 -VariableMetric: Iteration # 37 - FCN = 297745.3611124 Edm = 7.81012 NCalls = 154 -VariableMetric: Iteration # 38 - FCN = 297730.1222758 Edm = 11.5809 NCalls = 158 -VariableMetric: Iteration # 39 - FCN = 297715.8433286 Edm = 2.73806 NCalls = 161 -VariableMetric: Iteration # 40 - FCN = 297714.6710817 Edm = 6.61184 NCalls = 163 -VariableMetric: Iteration # 41 - FCN = 297712.5806689 Edm = 0.54344 NCalls = 166 -VariableMetric: Iteration # 42 - FCN = 297711.6376392 Edm = 0.625328 NCalls = 168 -VariableMetric: Iteration # 43 - FCN = 297702.674977 Edm = 14.3235 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297692.3832615 Edm = 9.30849 NCalls = 178 -VariableMetric: Iteration # 45 - FCN = 297592.8059502 Edm = 9.95761 NCalls = 184 -VariableMetric: Iteration # 46 - FCN = 297572.9823058 Edm = 8.08215 NCalls = 187 -VariableMetric: Iteration # 47 - FCN = 297563.9742686 Edm = 1.84007 NCalls = 190 -VariableMetric: Iteration # 48 - FCN = 297561.9507957 Edm = 0.615955 NCalls = 192 -VariableMetric: Iteration # 49 - FCN = 297559.7563534 Edm = 1.67012 NCalls = 194 -VariableMetric: Iteration # 50 - FCN = 297554.9585721 Edm = 0.73209 NCalls = 198 -VariableMetric: Iteration # 51 - FCN = 297554.2458917 Edm = 0.228687 NCalls = 199 -VariableMetric: Iteration # 52 - FCN = 297553.9165775 Edm = 0.104524 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297553.6893524 Edm = 0.0739615 NCalls = 203 -VariableMetric: Iteration # 54 - FCN = 297553.4769575 Edm = 0.155029 NCalls = 205 -VariableMetric: Iteration # 55 - FCN = 297551.4855545 Edm = 1.92092 NCalls = 211 -VariableMetric: Iteration # 56 - FCN = 297550.9926157 Edm = 0.640569 NCalls = 215 -VariableMetric: Iteration # 57 - FCN = 297548.363937 Edm = 1.81345 NCalls = 220 -VariableMetric: Iteration # 58 - FCN = 297479.3042781 Edm = 79.6105 NCalls = 226 -VariableMetric: Iteration # 59 - FCN = 297428.5628496 Edm = 54.8308 NCalls = 233 -VariableMetric: Iteration # 60 - FCN = 297393.8795516 Edm = 10.4422 NCalls = 235 -VariableMetric: Iteration # 61 - FCN = 297382.6090255 Edm = 0.644836 NCalls = 237 -VariableMetric: Iteration # 62 - FCN = 297381.256388 Edm = 1.02245 NCalls = 239 -VariableMetric: Iteration # 63 - FCN = 297379.1142892 Edm = 0.478493 NCalls = 242 -VariableMetric: Iteration # 64 - FCN = 297378.5146921 Edm = 0.0337105 NCalls = 244 -VariableMetric: Iteration # 65 - FCN = 297378.4742268 Edm = 0.0111039 NCalls = 246 -VariableMetric: Iteration # 66 - FCN = 297378.4579696 Edm = 0.0100688 NCalls = 248 -VariableMetric: Iteration # 67 - FCN = 297378.1173365 Edm = 0.330111 NCalls = 254 -VariableMetric: Iteration # 68 - FCN = 297373.7579808 Edm = 1.784 NCalls = 259 -VariableMetric: Iteration # 69 - FCN = 297371.9984054 Edm = 2.44619 NCalls = 262 -VariableMetric: Iteration # 70 - FCN = 297371.3379368 Edm = 0.968407 NCalls = 264 -VariableMetric: Iteration # 71 - FCN = 297370.3857294 Edm = 1.88379 NCalls = 267 -VariableMetric: Iteration # 72 - FCN = 297364.1242783 Edm = 4.27509 NCalls = 275 -VariableMetric: Iteration # 73 - FCN = 297361.5656559 Edm = 8.33831 NCalls = 279 -VariableMetric: Iteration # 74 - FCN = 297356.1662211 Edm = 7.94867 NCalls = 282 -VariableMetric: Iteration # 75 - FCN = 297353.7632389 Edm = 1.83045 NCalls = 285 -VariableMetric: Iteration # 76 - FCN = 297347.800641 Edm = 13.7477 NCalls = 287 -VariableMetric: Iteration # 77 - FCN = 297343.0269919 Edm = 2.72441 NCalls = 289 -VariableMetric: Iteration # 78 - FCN = 297338.5927236 Edm = 1.79537 NCalls = 291 -VariableMetric: Iteration # 79 - FCN = 297336.8708457 Edm = 3.77046 NCalls = 294 -VariableMetric: Iteration # 80 - FCN = 297327.5727325 Edm = 7.76982 NCalls = 297 -VariableMetric: Iteration # 81 - FCN = 297325.0499572 Edm = 4.30093 NCalls = 299 -VariableMetric: Iteration # 82 - FCN = 297322.6961754 Edm = 2.45864 NCalls = 301 -VariableMetric: Iteration # 83 - FCN = 297319.7225225 Edm = 3.18252 NCalls = 302 -VariableMetric: Iteration # 84 - FCN = 297316.3696463 Edm = 2.30343 NCalls = 305 -VariableMetric: Iteration # 85 - FCN = 297309.6893576 Edm = 4.36124 NCalls = 309 -VariableMetric: Iteration # 86 - FCN = 297307.852208 Edm = 2.37954 NCalls = 312 -VariableMetric: Iteration # 87 - FCN = 297305.9942835 Edm = 0.135801 NCalls = 315 -VariableMetric: Iteration # 88 - FCN = 297305.8918443 Edm = 0.00758201 NCalls = 317 -VariableMetric: Iteration # 89 - FCN = 297305.8816546 Edm = 0.00264358 NCalls = 319 -VariableMetric: Iteration # 90 - FCN = 297305.867371 Edm = 0.0105308 NCalls = 322 -VariableMetric: Iteration # 91 - FCN = 297305.7516616 Edm = 0.0589238 NCalls = 325 -VariableMetric: Iteration # 92 - FCN = 297305.5813991 Edm = 0.0063948 NCalls = 327 -VariableMetric: Iteration # 93 - FCN = 297305.5660406 Edm = 0.00682565 NCalls = 329 -VariableMetric: Iteration # 94 - FCN = 297305.3518591 Edm = 0.195973 NCalls = 333 -VariableMetric: Iteration # 95 - FCN = 297298.1996383 Edm = 1.01286 NCalls = 337 -VariableMetric: Iteration # 96 - FCN = 297296.6689424 Edm = 0.122012 NCalls = 340 -VariableMetric: Iteration # 97 - FCN = 297296.5461776 Edm = 0.00717733 NCalls = 341 -VariableMetric: Iteration # 98 - FCN = 297296.5359967 Edm = 0.000855004 NCalls = 343 -VariableMetric: Iteration # 99 - FCN = 297296.534425 Edm = 0.000805102 NCalls = 345 -VariableMetric: Iteration # 100 - FCN = 297296.5263194 Edm = 0.00862946 NCalls = 349 -VariableMetric: Iteration # 101 - FCN = 297295.8334868 Edm = 0.070394 NCalls = 356 -VariableMetric: Iteration # 102 - FCN = 297293.1948308 Edm = 0.487892 NCalls = 359 -VariableMetric: Iteration # 103 - FCN = 297292.3215218 Edm = 0.0408501 NCalls = 361 -VariableMetric: Iteration # 104 - FCN = 297292.279967 Edm = 0.000681628 NCalls = 362 -VariableMetric: Iteration # 105 - FCN = 297292.2791454 Edm = 0.000161398 NCalls = 364 -VariableMetric: Iteration # 106 - FCN = 297292.2697834 Edm = 0.00980419 NCalls = 369 -VariableMetric: Iteration # 107 - FCN = 297292.0659662 Edm = 0.0563519 NCalls = 376 -VariableMetric: Iteration # 108 - FCN = 297291.9666935 Edm = 0.000358594 NCalls = 377 -VariableMetric: Iteration # 109 - FCN = 297291.9660216 Edm = 0.000210065 NCalls = 379 -VariableMetric: Iteration # 110 - FCN = 297291.9596887 Edm = 0.00567574 NCalls = 383 -VariableMetric: Iteration # 111 - FCN = 297291.0606292 Edm = 0.41832 NCalls = 389 -VariableMetric: Iteration # 112 - FCN = 297290.5627058 Edm = 0.0405613 NCalls = 391 -VariableMetric: Iteration # 113 - FCN = 297290.5317969 Edm = 0.000626972 NCalls = 393 -VariableMetric: Iteration # 114 - FCN = 297290.5308518 Edm = 0.000358634 NCalls = 395 -VariableMetric: Iteration # 115 - FCN = 297290.5242788 Edm = 0.00661706 NCalls = 399 -VariableMetric: Iteration # 116 - FCN = 297290.3632976 Edm = 0.135558 NCalls = 406 -VariableMetric: Iteration # 117 - FCN = 297287.6726172 Edm = 0.304467 NCalls = 410 -VariableMetric: Iteration # 118 - FCN = 297287.3759138 Edm = 0.0215227 NCalls = 411 -VariableMetric: Iteration # 119 - FCN = 297287.3528916 Edm = 0.000528568 NCalls = 413 -VariableMetric: Iteration # 120 - FCN = 297287.3523211 Edm = 0.000267721 NCalls = 415 -VariableMetric: Iteration # 121 - FCN = 297287.3512837 Edm = 0.00094503 NCalls = 418 -VariableMetric: Iteration # 122 - FCN = 297287.3126317 Edm = 0.0359915 NCalls = 424 -VariableMetric: Iteration # 123 - FCN = 297286.2804012 Edm = 0.851799 NCalls = 429 -VariableMetric: Iteration # 124 - FCN = 297284.3004558 Edm = 0.401385 NCalls = 431 -VariableMetric: Iteration # 125 - FCN = 297283.9817963 Edm = 0.0536171 NCalls = 433 -VariableMetric: Iteration # 126 - FCN = 297283.9329434 Edm = 0.00446344 NCalls = 434 -VariableMetric: Iteration # 127 - FCN = 297283.9271213 Edm = 0.000626839 NCalls = 436 -VariableMetric: Iteration # 128 - FCN = 297283.9261604 Edm = 9.7064e-05 NCalls = 438 -VariableMetric: Iteration # 129 - FCN = 297283.9258572 Edm = 0.000134261 NCalls = 440 -VariableMetric: Iteration # 130 - FCN = 297283.9242574 Edm = 0.000729595 NCalls = 443 -VariableMetric: Iteration # 131 - FCN = 297283.9198353 Edm = 0.00266333 NCalls = 446 -VariableMetric: Iteration # 132 - FCN = 297283.7672503 Edm = 0.143651 NCalls = 451 -VariableMetric: Iteration # 133 - FCN = 297282.1930726 Edm = 0.283711 NCalls = 454 -VariableMetric: Iteration # 134 - FCN = 297281.8729418 Edm = 0.0335853 NCalls = 456 -VariableMetric: Iteration # 135 - FCN = 297281.8406178 Edm = 0.00302628 NCalls = 457 -VariableMetric: Iteration # 136 - FCN = 297281.8306869 Edm = 0.019685 NCalls = 461 -VariableMetric: Iteration # 137 - FCN = 297280.7277739 Edm = 1.26232 NCalls = 471 -VariableMetric: Iteration # 138 - FCN = 297280.7260325 Edm = 0.0893615 NCalls = 475 -VariableMetric: Iteration # 139 - FCN = 297280.7230952 Edm = 0.00172157 NCalls = 477 -VariableMetric: Iteration # 140 - FCN = 297280.721127 Edm = 0.000130158 NCalls = 479 -VariableMetric: Iteration # 141 - FCN = 297280.720857 Edm = 8.63673e-05 NCalls = 481 -VariableMetric: Iteration # 142 - FCN = 297280.7204317 Edm = 0.000156362 NCalls = 483 -VariableMetric: Iteration # 143 - FCN = 297280.7199538 Edm = 0.000208966 NCalls = 485 -VariableMetric: Iteration # 144 - FCN = 297280.7189639 Edm = 0.000703343 NCalls = 487 -VariableMetric: Iteration # 145 - FCN = 297280.7047533 Edm = 0.015605 NCalls = 491 -VariableMetric: Iteration # 146 - FCN = 297280.4678674 Edm = 0.0444846 NCalls = 497 -VariableMetric: Iteration # 147 - FCN = 297280.377296 Edm = 0.0650541 NCalls = 501 -VariableMetric: Iteration # 148 - FCN = 297280.2914857 Edm = 0.329569 NCalls = 508 -VariableMetric: Iteration # 149 - FCN = 297280.243374 Edm = 0.220127 NCalls = 512 -VariableMetric: Iteration # 150 - FCN = 297280.0504658 Edm = 0.423514 NCalls = 517 -VariableMetric: Iteration # 151 - FCN = 297279.9172102 Edm = 0.31227 NCalls = 520 -VariableMetric: Iteration # 152 - FCN = 297278.8497046 Edm = 2.13221 NCalls = 524 -VariableMetric: Iteration # 153 - FCN = 297278.8001009 Edm = 0.0354544 NCalls = 525 -VariableMetric: Iteration # 154 - FCN = 297277.894788 Edm = 0.755842 NCalls = 529 -VariableMetric: Iteration # 155 - FCN = 297276.6008245 Edm = 0.678525 NCalls = 531 -VariableMetric: Iteration # 156 - FCN = 297275.9416834 Edm = 0.0486395 NCalls = 534 -VariableMetric: Iteration # 157 - FCN = 297275.8550036 Edm = 0.0142345 NCalls = 536 -VariableMetric: Iteration # 158 - FCN = 297275.8336189 Edm = 0.00284563 NCalls = 538 -VariableMetric: Iteration # 159 - FCN = 297275.8308609 Edm = 0.000447398 NCalls = 540 -VariableMetric: Iteration # 160 - FCN = 297275.82988 Edm = 0.000586417 NCalls = 542 -VariableMetric: Iteration # 161 - FCN = 297275.8196737 Edm = 0.00814801 NCalls = 546 -VariableMetric: Iteration # 162 - FCN = 297275.6659177 Edm = 0.180251 NCalls = 550 -VariableMetric: Iteration # 163 - FCN = 297273.5076954 Edm = 2.56151 NCalls = 556 -VariableMetric: Iteration # 164 - FCN = 297273.4648118 Edm = 0.0389387 NCalls = 558 -VariableMetric: Iteration # 165 - FCN = 297273.1770916 Edm = 0.630511 NCalls = 562 -VariableMetric: Iteration # 166 - FCN = 297273.0804696 Edm = 0.0929272 NCalls = 565 -VariableMetric: Iteration # 167 - FCN = 297272.6360765 Edm = 0.515105 NCalls = 570 -VariableMetric: Iteration # 168 - FCN = 297269.4936751 Edm = 3.34465 NCalls = 576 -VariableMetric: Iteration # 169 - FCN = 297269.4440194 Edm = 0.0505453 NCalls = 579 -VariableMetric: Iteration # 170 - FCN = 297269.1527287 Edm = 0.417814 NCalls = 584 -VariableMetric: Iteration # 171 - FCN = 297268.6559101 Edm = 0.482012 NCalls = 589 -VariableMetric: Iteration # 172 - FCN = 297264.8909024 Edm = 0.689003 NCalls = 593 -VariableMetric: Iteration # 173 - FCN = 297264.0449202 Edm = 0.231598 NCalls = 595 -VariableMetric: Iteration # 174 - FCN = 297263.6928102 Edm = 0.144033 NCalls = 597 -VariableMetric: Iteration # 175 - FCN = 297263.5788717 Edm = 0.0176136 NCalls = 599 -VariableMetric: Iteration # 176 - FCN = 297263.559365 Edm = 0.00162635 NCalls = 601 -VariableMetric: Iteration # 177 - FCN = 297263.558002 Edm = 0.000194636 NCalls = 603 -VariableMetric: Iteration # 178 - FCN = 297263.5577987 Edm = 3.73307e-05 NCalls = 605 -VariableMetric: After Hessian - FCN = 297263.5577987 Edm = 80.4954 NCalls = 1082 -VariableMetric: Iteration # 179 - FCN = 297263.5577987 Edm = 80.4954 NCalls = 1082 -VariableMetric: Iteration # 180 - FCN = 297260.7454674 Edm = 40.852 NCalls = 1086 -VariableMetric: Iteration # 181 - FCN = 297260.725739 Edm = 4.36786 NCalls = 1090 -VariableMetric: Iteration # 182 - FCN = 297259.0136995 Edm = 1.04053 NCalls = 1092 -VariableMetric: Iteration # 183 - FCN = 297258.5614088 Edm = 0.233694 NCalls = 1094 -VariableMetric: Iteration # 184 - FCN = 297258.1336808 Edm = 0.0759484 NCalls = 1097 -VariableMetric: Iteration # 185 - FCN = 297257.9284963 Edm = 0.142688 NCalls = 1099 -VariableMetric: Iteration # 186 - FCN = 297257.6890308 Edm = 0.0597334 NCalls = 1102 -VariableMetric: Iteration # 187 - FCN = 297257.5058111 Edm = 0.087985 NCalls = 1104 -VariableMetric: Iteration # 188 - FCN = 297257.458801 Edm = 0.063828 NCalls = 1106 -VariableMetric: Iteration # 189 - FCN = 297257.3707138 Edm = 0.0336805 NCalls = 1109 -VariableMetric: Iteration # 190 - FCN = 297257.2858368 Edm = 0.0317051 NCalls = 1111 -VariableMetric: Iteration # 191 - FCN = 297257.220081 Edm = 0.0167512 NCalls = 1113 -VariableMetric: Iteration # 192 - FCN = 297257.2068113 Edm = 0.00422089 NCalls = 1115 -VariableMetric: Iteration # 193 - FCN = 297257.197577 Edm = 0.00396044 NCalls = 1117 -VariableMetric: Iteration # 194 - FCN = 297257.1785891 Edm = 0.00621399 NCalls = 1119 -VariableMetric: Iteration # 195 - FCN = 297257.158656 Edm = 0.0101269 NCalls = 1122 -VariableMetric: Iteration # 196 - FCN = 297257.1301134 Edm = 0.0159878 NCalls = 1125 -VariableMetric: Iteration # 197 - FCN = 297257.1032268 Edm = 0.0111077 NCalls = 1127 -VariableMetric: Iteration # 198 - FCN = 297257.0815741 Edm = 0.024272 NCalls = 1130 -VariableMetric: Iteration # 199 - FCN = 297257.0559922 Edm = 0.0121376 NCalls = 1132 -VariableMetric: Iteration # 200 - FCN = 297257.0402648 Edm = 0.0125376 NCalls = 1135 -VariableMetric: Iteration # 201 - FCN = 297257.0218295 Edm = 0.00847409 NCalls = 1137 -VariableMetric: Iteration # 202 - FCN = 297257.0064029 Edm = 0.0103562 NCalls = 1140 -VariableMetric: Iteration # 203 - FCN = 297256.9903956 Edm = 0.00787694 NCalls = 1142 -VariableMetric: Iteration # 204 - FCN = 297256.9750598 Edm = 0.0134314 NCalls = 1145 -VariableMetric: Iteration # 205 - FCN = 297256.954521 Edm = 0.00902621 NCalls = 1147 -VariableMetric: Iteration # 206 - FCN = 297256.9311945 Edm = 0.00725209 NCalls = 1149 -VariableMetric: Iteration # 207 - FCN = 297256.9235233 Edm = 0.00896821 NCalls = 1151 -VariableMetric: Iteration # 208 - FCN = 297256.9196731 Edm = 0.0019524 NCalls = 1152 -VariableMetric: Iteration # 209 - FCN = 297256.9154179 Edm = 0.00151342 NCalls = 1154 -VariableMetric: Iteration # 210 - FCN = 297256.9101702 Edm = 0.000920267 NCalls = 1156 -VariableMetric: Iteration # 211 - FCN = 297256.9086107 Edm = 0.000502435 NCalls = 1158 -VariableMetric: Iteration # 212 - FCN = 297256.907817 Edm = 0.000371913 NCalls = 1160 -VariableMetric: Iteration # 213 - FCN = 297256.9070418 Edm = 0.000307015 NCalls = 1162 -VariableMetric: Iteration # 214 - FCN = 297256.905929 Edm = 0.000342523 NCalls = 1165 -VariableMetric: Iteration # 215 - FCN = 297256.9052842 Edm = 0.000208283 NCalls = 1167 -VariableMetric: Iteration # 216 - FCN = 297256.9046931 Edm = 0.000260729 NCalls = 1170 -VariableMetric: Iteration # 217 - FCN = 297256.9041199 Edm = 0.000210323 NCalls = 1172 -VariableMetric: Iteration # 218 - FCN = 297256.9031205 Edm = 0.000422909 NCalls = 1175 -VariableMetric: Iteration # 219 - FCN = 297256.901906 Edm = 0.000138092 NCalls = 1177 -VariableMetric: Iteration # 220 - FCN = 297256.9016343 Edm = 6.49046e-05 NCalls = 1179 -VariableMetric: After Hessian - FCN = 297256.9016343 Edm = 0.000586444 NCalls = 1664 -VariableMetric: Iteration # 221 - FCN = 297256.9016343 Edm = 0.000586444 NCalls = 1664 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307269.7174312 Edm = 24.1622 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307269.7174312 Edm = 24.1622 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302434.7756596 Edm = 13.9221 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302260.945919 Edm = 374.754 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 302234.0814545 Edm = 1.92712 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 301767.8935496 Edm = 212.615 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 301165.0025015 Edm = 5.71194 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 301161.0553683 Edm = 2.76702 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 301148.4237429 Edm = 2.93764 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 301134.3419382 Edm = 9.75366 NCalls = 28 -VariableMetric: Iteration # 9 - FCN = 301078.625762 Edm = 134.268 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 300494.949221 Edm = 1023.39 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 300489.8221807 Edm = 31.6129 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298103.9723973 Edm = 125.591 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298041.2048504 Edm = 114.649 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297914.2639809 Edm = 0.78534 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297913.3371424 Edm = 0.24049 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297884.5152591 Edm = 25.3666 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297770.6560417 Edm = 6.98598 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297755.721315 Edm = 1.30552 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297752.2115505 Edm = 0.685032 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297743.9822127 Edm = 3.78454 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297728.8081143 Edm = 0.568334 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297728.1882687 Edm = 0.0402116 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297727.6789245 Edm = 0.548351 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297723.4735736 Edm = 3.49036 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297613.5930159 Edm = 21.6863 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297567.299307 Edm = 7.11329 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297557.9031076 Edm = 1.94852 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297556.7349978 Edm = 0.0392916 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297556.6649279 Edm = 0.0125304 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297556.6368916 Edm = 0.0129932 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297556.0224807 Edm = 0.515456 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297516.9214261 Edm = 20.7571 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297482.3581345 Edm = 7.50248 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297473.8683579 Edm = 1.04957 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297473.3620596 Edm = 1.38836 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297471.9269142 Edm = 0.295091 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297471.6607465 Edm = 0.0245541 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297471.6391561 Edm = 0.00576499 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297471.6319321 Edm = 0.00456396 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297470.5407624 Edm = 0.994717 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297460.879902 Edm = 2.7076 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297459.9093734 Edm = 0.117441 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297459.7990949 Edm = 0.00258586 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297459.7917197 Edm = 0.00506306 NCalls = 145 -VariableMetric: Iteration # 45 - FCN = 297459.4945649 Edm = 0.232123 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297453.9491847 Edm = 3.45608 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297449.0825998 Edm = 1.14216 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297448.0771331 Edm = 0.0810642 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297447.9519888 Edm = 0.0135899 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297447.923664 Edm = 0.00221885 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297447.9203251 Edm = 0.000564362 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297447.9084512 Edm = 0.0107804 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297447.462262 Edm = 0.332241 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297443.6203117 Edm = 1.62937 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297441.7384206 Edm = 0.0891399 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297441.6565713 Edm = 0.00445989 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297441.6524017 Edm = 0.000239202 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297441.6519956 Edm = 0.000189763 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297441.6452872 Edm = 0.00669682 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297441.5385853 Edm = 0.0873873 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297438.8557111 Edm = 1.45587 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297436.2919744 Edm = 0.340912 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297435.9270654 Edm = 0.0623675 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297435.8748366 Edm = 0.0375909 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297435.8497946 Edm = 0.00335717 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297435.8438565 Edm = 0.00216469 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297435.8332638 Edm = 0.001469 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297435.8308619 Edm = 0.000662888 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297435.8271714 Edm = 0.00349753 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297435.7993293 Edm = 0.0331921 NCalls = 226 -VariableMetric: Iteration # 71 - FCN = 297435.7170479 Edm = 0.0548516 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297435.7170479 Edm = 0.0548516 NCalls = 244 -VariableMetric: After Hessian - FCN = 297435.7170479 Edm = 385.662 NCalls = 719 -VariableMetric: Iteration # 73 - FCN = 297435.7170479 Edm = 385.662 NCalls = 719 -VariableMetric: Iteration # 74 - FCN = 297427.580411 Edm = 29.791 NCalls = 728 -VariableMetric: Iteration # 75 - FCN = 297412.9596061 Edm = 95.0026 NCalls = 730 -VariableMetric: Iteration # 76 - FCN = 297408.6971736 Edm = 29.3041 NCalls = 732 -VariableMetric: Iteration # 77 - FCN = 297404.6228523 Edm = 23.0569 NCalls = 734 -VariableMetric: Iteration # 78 - FCN = 297394.5494163 Edm = 5.4025 NCalls = 737 -VariableMetric: Iteration # 79 - FCN = 297391.2112208 Edm = 5.04492 NCalls = 739 -VariableMetric: Iteration # 80 - FCN = 297389.4929378 Edm = 2.54423 NCalls = 741 -VariableMetric: Iteration # 81 - FCN = 297387.2645645 Edm = 2.14144 NCalls = 743 -VariableMetric: Iteration # 82 - FCN = 297386.6002281 Edm = 0.375477 NCalls = 745 -VariableMetric: Iteration # 83 - FCN = 297386.2247237 Edm = 0.13204 NCalls = 747 -VariableMetric: Iteration # 84 - FCN = 297385.8984033 Edm = 0.111723 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297385.6516014 Edm = 0.376712 NCalls = 752 -VariableMetric: Iteration # 86 - FCN = 297385.5279667 Edm = 0.146451 NCalls = 755 -VariableMetric: Iteration # 87 - FCN = 297385.3598842 Edm = 0.0733304 NCalls = 758 -VariableMetric: Iteration # 88 - FCN = 297385.2589781 Edm = 0.0514826 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297385.2163824 Edm = 0.0473732 NCalls = 763 -VariableMetric: Iteration # 90 - FCN = 297385.1712765 Edm = 0.0230205 NCalls = 765 -VariableMetric: Iteration # 91 - FCN = 297385.1233885 Edm = 0.0214936 NCalls = 768 -VariableMetric: Iteration # 92 - FCN = 297385.0905579 Edm = 0.0159263 NCalls = 770 -VariableMetric: Iteration # 93 - FCN = 297385.0612336 Edm = 0.0136171 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297385.0247749 Edm = 0.0206169 NCalls = 775 -VariableMetric: Iteration # 95 - FCN = 297385.0118435 Edm = 0.0160396 NCalls = 777 -VariableMetric: Iteration # 96 - FCN = 297384.9939872 Edm = 0.00965781 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297384.9772299 Edm = 0.00544096 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297384.9665594 Edm = 0.00455599 NCalls = 785 -VariableMetric: Iteration # 99 - FCN = 297384.9581459 Edm = 0.00366406 NCalls = 788 -VariableMetric: Iteration # 100 - FCN = 297384.9509135 Edm = 0.00149712 NCalls = 791 -VariableMetric: Iteration # 101 - FCN = 297384.9480386 Edm = 0.000544666 NCalls = 793 -VariableMetric: Iteration # 102 - FCN = 297384.946381 Edm = 0.000431811 NCalls = 795 -VariableMetric: Iteration # 103 - FCN = 297384.9448707 Edm = 0.000555447 NCalls = 797 -VariableMetric: Iteration # 104 - FCN = 297384.9427718 Edm = 0.000607484 NCalls = 799 -VariableMetric: Iteration # 105 - FCN = 297384.9418381 Edm = 0.000531045 NCalls = 801 -VariableMetric: Iteration # 106 - FCN = 297384.9402393 Edm = 0.000482094 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297384.9392584 Edm = 0.000153693 NCalls = 806 -VariableMetric: Iteration # 108 - FCN = 297384.9387871 Edm = 0.000173644 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297384.9376645 Edm = 0.000454971 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297384.9366794 Edm = 9.87603e-05 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297384.9365257 Edm = 2.42757e-05 NCalls = 815 -VariableMetric: After Hessian - FCN = 297384.9365257 Edm = 0.000153728 NCalls = 1300 -VariableMetric: Iteration # 112 - FCN = 297384.9365257 Edm = 0.000153728 NCalls = 1300 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322783.7159399 Edm = 38.6755 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322783.7159399 Edm = 38.6755 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303648.6779371 Edm = 13.1657 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298693.8111963 Edm = 0.530902 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298693.1202095 Edm = 7.20933 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298453.4823842 Edm = 10.6282 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298430.7242172 Edm = 6.71082 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298406.7508566 Edm = 18.0917 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297891.9355055 Edm = 408.212 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297594.5242849 Edm = 56.3948 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297568.8845488 Edm = 1.11617 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297567.9973394 Edm = 0.0393987 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297567.9142662 Edm = 0.0600081 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297539.8896141 Edm = 13.5672 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297456.1211991 Edm = 10.1208 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297443.3243488 Edm = 0.0628389 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297443.2416515 Edm = 0.0175017 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297442.9397709 Edm = 0.336921 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297421.63643 Edm = 10.0196 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297332.8578998 Edm = 16.4619 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297294.9395735 Edm = 2.08502 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297291.92519 Edm = 0.0916331 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297291.8052583 Edm = 0.00338346 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297291.7970879 Edm = 0.00451994 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297290.9214604 Edm = 0.930559 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297290.8485501 Edm = 0.062429 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297250.7835421 Edm = 16.3656 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297231.0953026 Edm = 6.08249 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297226.9342275 Edm = 0.553268 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297225.6079733 Edm = 0.233723 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297225.3363682 Edm = 0.0182169 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297225.3137909 Edm = 0.00333186 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297225.3058583 Edm = 0.0034657 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297224.9964547 Edm = 0.287329 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297221.0067434 Edm = 3.96289 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297209.7558461 Edm = 3.4031 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297207.2429275 Edm = 0.655837 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297206.6684816 Edm = 0.114172 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297206.4892278 Edm = 0.0329123 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297206.4438457 Edm = 0.00213346 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297206.4394892 Edm = 0.000995838 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297206.4252597 Edm = 0.0152173 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297206.3117378 Edm = 0.095497 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297198.1630249 Edm = 3.22669 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297194.5321842 Edm = 0.492269 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297193.8061737 Edm = 0.306232 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297193.5272113 Edm = 0.0368822 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297193.4935881 Edm = 0.00264548 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297193.4906656 Edm = 0.000647139 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297193.4879808 Edm = 0.0012982 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297193.4838867 Edm = 0.00176276 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297193.4517014 Edm = 0.0298143 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297190.5896163 Edm = 1.36379 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297188.0748374 Edm = 0.651646 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297187.5764848 Edm = 0.152464 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297187.3163317 Edm = 0.124835 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297186.9094626 Edm = 0.0876291 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297186.8447332 Edm = 0.0717894 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297186.7951915 Edm = 0.00840917 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297186.7820267 Edm = 0.00165847 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297186.7804717 Edm = 0.00017877 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297186.7801933 Edm = 5.48083e-05 NCalls = 190 -VariableMetric: After Hessian - FCN = 297186.7801933 Edm = 2.45552 NCalls = 663 -VariableMetric: Iteration # 61 - FCN = 297186.7801933 Edm = 2.45552 NCalls = 663 -VariableMetric: Iteration # 62 - FCN = 297183.6802411 Edm = 3.17305 NCalls = 674 -VariableMetric: Iteration # 63 - FCN = 297183.4406999 Edm = 1.59112 NCalls = 676 -VariableMetric: Iteration # 64 - FCN = 297181.8236786 Edm = 3.11234 NCalls = 680 -VariableMetric: Iteration # 65 - FCN = 297180.6093251 Edm = 2.96937 NCalls = 688 -VariableMetric: Iteration # 66 - FCN = 297178.7507977 Edm = 25.7565 NCalls = 691 -VariableMetric: Iteration # 67 - FCN = 297177.8051852 Edm = 7.02373 NCalls = 694 -VariableMetric: Iteration # 68 - FCN = 297176.758559 Edm = 6.51132 NCalls = 697 -VariableMetric: Iteration # 69 - FCN = 297159.836823 Edm = 20.0135 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297155.1348603 Edm = 5.87359 NCalls = 707 -VariableMetric: Iteration # 71 - FCN = 297150.5348869 Edm = 23.6321 NCalls = 711 -VariableMetric: Iteration # 72 - FCN = 297148.3814415 Edm = 4.02792 NCalls = 714 -VariableMetric: Iteration # 73 - FCN = 297144.2793555 Edm = 7.48637 NCalls = 718 -VariableMetric: Iteration # 74 - FCN = 297143.6030108 Edm = 1.14415 NCalls = 721 -VariableMetric: Iteration # 75 - FCN = 297141.0600681 Edm = 3.41858 NCalls = 725 -VariableMetric: Iteration # 76 - FCN = 297139.709201 Edm = 2.05351 NCalls = 728 -VariableMetric: Iteration # 77 - FCN = 297137.4558584 Edm = 2.0081 NCalls = 732 -VariableMetric: Iteration # 78 - FCN = 297135.6720194 Edm = 0.303636 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297135.3565708 Edm = 0.249896 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297135.066469 Edm = 0.0646088 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297135.0016775 Edm = 0.0496478 NCalls = 741 -VariableMetric: Iteration # 82 - FCN = 297134.9551812 Edm = 0.0143968 NCalls = 743 -VariableMetric: Iteration # 83 - FCN = 297134.9272687 Edm = 0.00946738 NCalls = 745 -VariableMetric: Iteration # 84 - FCN = 297134.8342803 Edm = 0.0346706 NCalls = 749 -VariableMetric: Iteration # 85 - FCN = 297134.7447763 Edm = 0.0441516 NCalls = 751 -VariableMetric: Iteration # 86 - FCN = 297134.617494 Edm = 0.0950381 NCalls = 753 -VariableMetric: Iteration # 87 - FCN = 297134.4541041 Edm = 0.228197 NCalls = 757 -VariableMetric: Iteration # 88 - FCN = 297134.3003517 Edm = 0.248401 NCalls = 760 -VariableMetric: Iteration # 89 - FCN = 297133.8231671 Edm = 0.366937 NCalls = 764 -VariableMetric: Iteration # 90 - FCN = 297133.2815637 Edm = 0.689119 NCalls = 766 -VariableMetric: Iteration # 91 - FCN = 297132.616349 Edm = 0.783259 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297131.9218114 Edm = 1.70228 NCalls = 771 -VariableMetric: Iteration # 93 - FCN = 297129.4348983 Edm = 1.85544 NCalls = 776 -VariableMetric: Iteration # 94 - FCN = 297125.9322581 Edm = 11.5694 NCalls = 780 -VariableMetric: Iteration # 95 - FCN = 297125.0650719 Edm = 1.77026 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297122.9696396 Edm = 3.98304 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297119.5723433 Edm = 2.63917 NCalls = 793 -VariableMetric: Iteration # 98 - FCN = 297116.4422906 Edm = 2.14087 NCalls = 795 -VariableMetric: Iteration # 99 - FCN = 297115.5424453 Edm = 2.08808 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297114.2966162 Edm = 1.9107 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297113.2377155 Edm = 1.19312 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297112.2215213 Edm = 0.704928 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297111.1263964 Edm = 0.221127 NCalls = 809 -VariableMetric: Iteration # 104 - FCN = 297110.9484755 Edm = 0.0745097 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297110.8797624 Edm = 0.0171498 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297110.8518207 Edm = 0.00832536 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297110.8424482 Edm = 0.00586112 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297110.8237478 Edm = 0.0120993 NCalls = 820 -VariableMetric: Iteration # 109 - FCN = 297110.791226 Edm = 0.0130675 NCalls = 823 -VariableMetric: Iteration # 110 - FCN = 297110.7677485 Edm = 0.0107101 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 297110.7512512 Edm = 0.00854932 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297110.734863 Edm = 0.00685709 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297110.7229501 Edm = 0.00305288 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297110.7184355 Edm = 0.0013661 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297110.7163938 Edm = 0.000523281 NCalls = 836 -VariableMetric: Iteration # 116 - FCN = 297110.7157618 Edm = 0.000117409 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297110.715575 Edm = 3.4341e-05 NCalls = 840 -VariableMetric: After Hessian - FCN = 297110.715575 Edm = 8.07294e-05 NCalls = 1323 -VariableMetric: Iteration # 118 - FCN = 297110.715575 Edm = 8.07294e-05 NCalls = 1323 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325945.7718854 Edm = 179.783 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325945.7718854 Edm = 179.783 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304718.963874 Edm = 35.2417 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304236.8110436 Edm = 2518.05 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304236.8110436 Edm = 2518.05 NCalls = 25 -VariableMetric: After Hessian - FCN = 304236.8110436 Edm = 2.06121e+08 NCalls = 496 -VariableMetric: Iteration # 4 - FCN = 304236.8110436 Edm = 2.06121e+08 NCalls = 496 -VariableMetric: Iteration # 5 - FCN = 304236.8110436 Edm = 2.06121e+08 NCalls = 507 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315026.2830504 Edm = 14.5499 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315026.2830504 Edm = 14.5499 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304679.9038707 Edm = 7.51645 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304648.225923 Edm = 8.4061 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301017.974613 Edm = 1204.56 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 298439.6060774 Edm = 18375.6 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 298301.9251984 Edm = 18.1626 NCalls = 39 -VariableMetric: Iteration # 6 - FCN = 298289.5092595 Edm = 1.41767 NCalls = 43 -VariableMetric: Iteration # 7 - FCN = 298284.0898027 Edm = 1.28025 NCalls = 46 -VariableMetric: Iteration # 8 - FCN = 297918.3318901 Edm = 78.8184 NCalls = 54 -VariableMetric: Iteration # 9 - FCN = 297681.7696742 Edm = 547.076 NCalls = 57 -VariableMetric: Iteration # 10 - FCN = 297306.6133146 Edm = 2.95672 NCalls = 61 -VariableMetric: Iteration # 11 - FCN = 297303.4925957 Edm = 0.478422 NCalls = 63 -VariableMetric: Iteration # 12 - FCN = 297302.746055 Edm = 0.10515 NCalls = 65 -VariableMetric: Iteration # 13 - FCN = 297302.1749048 Edm = 0.222611 NCalls = 68 -VariableMetric: Iteration # 14 - FCN = 297300.2038044 Edm = 1.90486 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 297287.9899606 Edm = 8.39915 NCalls = 77 -VariableMetric: Iteration # 16 - FCN = 297252.8489575 Edm = 1.90778 NCalls = 80 -VariableMetric: Iteration # 17 - FCN = 297250.3273448 Edm = 0.35758 NCalls = 83 -VariableMetric: Iteration # 18 - FCN = 297249.6633539 Edm = 0.0302375 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297249.5774082 Edm = 0.0425029 NCalls = 87 -VariableMetric: Iteration # 20 - FCN = 297246.513513 Edm = 1.8507 NCalls = 92 -VariableMetric: Iteration # 21 - FCN = 297208.7537819 Edm = 14.283 NCalls = 96 -VariableMetric: Iteration # 22 - FCN = 297199.1330719 Edm = 3.7093 NCalls = 98 -VariableMetric: Iteration # 23 - FCN = 297196.5897871 Edm = 0.272865 NCalls = 100 -VariableMetric: Iteration # 24 - FCN = 297196.3591637 Edm = 0.07646 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 297196.1224065 Edm = 0.176265 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297189.83599 Edm = 5.88428 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297159.5849955 Edm = 2.05727 NCalls = 118 -VariableMetric: Iteration # 28 - FCN = 297158.2862642 Edm = 0.561889 NCalls = 120 -VariableMetric: Iteration # 29 - FCN = 297157.7041918 Edm = 0.13188 NCalls = 122 -VariableMetric: Iteration # 30 - FCN = 297157.3086917 Edm = 0.0421889 NCalls = 125 -VariableMetric: Iteration # 31 - FCN = 297157.2260148 Edm = 0.0292852 NCalls = 127 -VariableMetric: Iteration # 32 - FCN = 297157.1181007 Edm = 0.0575508 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297156.219656 Edm = 1.06221 NCalls = 132 -VariableMetric: Iteration # 34 - FCN = 297153.2853398 Edm = 2.40642 NCalls = 137 -VariableMetric: Iteration # 35 - FCN = 297131.6255563 Edm = 6.51855 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297122.6934617 Edm = 0.778767 NCalls = 145 -VariableMetric: Iteration # 37 - FCN = 297122.018158 Edm = 0.272632 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297121.7653013 Edm = 0.158433 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297121.4136019 Edm = 0.0423827 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297121.3567054 Edm = 0.00715519 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297121.3394568 Edm = 0.0181441 NCalls = 155 -VariableMetric: Iteration # 42 - FCN = 297121.2408275 Edm = 0.0992344 NCalls = 159 -VariableMetric: Iteration # 43 - FCN = 297120.315626 Edm = 0.77125 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297089.8722325 Edm = 14.1021 NCalls = 170 -VariableMetric: Iteration # 45 - FCN = 297073.8306397 Edm = 2.07923 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297071.6042694 Edm = 0.236903 NCalls = 174 -VariableMetric: Iteration # 47 - FCN = 297071.4516348 Edm = 0.0528017 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297071.4132159 Edm = 0.00275681 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297071.4047619 Edm = 0.00626418 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297071.3398708 Edm = 0.0433597 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297070.1469859 Edm = 1.09823 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297060.2142369 Edm = 3.65602 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297055.3113286 Edm = 0.614373 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297054.7771821 Edm = 0.064489 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297054.6986662 Edm = 0.00206686 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297054.6963898 Edm = 0.000422296 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297054.6945192 Edm = 0.000749251 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297054.6915892 Edm = 0.00142666 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297054.6609215 Edm = 0.0207837 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297054.263104 Edm = 0.331164 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297053.3535141 Edm = 0.887514 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297052.1779618 Edm = 0.106377 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297052.0396319 Edm = 0.0232 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297052.0207454 Edm = 0.00322671 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297052.0175286 Edm = 0.000215872 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297052.0159318 Edm = 0.00159973 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297051.996529 Edm = 0.0245661 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297051.9467598 Edm = 0.0490894 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297049.6677854 Edm = 0.288368 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297049.4808479 Edm = 0.0356814 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297049.4413854 Edm = 0.00162681 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297049.4394086 Edm = 0.000194557 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297049.4385071 Edm = 0.00069598 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297049.4119066 Edm = 0.0253772 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297048.7832598 Edm = 0.263299 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297048.2173084 Edm = 0.0578793 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297048.1621992 Edm = 0.0134732 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297048.1432218 Edm = 0.00294891 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297048.1377215 Edm = 0.00064522 NCalls = 266 -VariableMetric: Iteration # 80 - FCN = 297048.1367465 Edm = 0.00010817 NCalls = 268 -VariableMetric: Iteration # 81 - FCN = 297048.1365567 Edm = 9.22093e-05 NCalls = 270 -VariableMetric: Iteration # 82 - FCN = 297048.1344561 Edm = 0.00190832 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297048.1002007 Edm = 0.0299426 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297047.9595793 Edm = 0.188001 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297047.628991 Edm = 0.153336 NCalls = 288 -VariableMetric: Iteration # 86 - FCN = 297047.5134912 Edm = 0.236411 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297047.3814455 Edm = 0.0127347 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297047.3160351 Edm = 0.0477964 NCalls = 294 -VariableMetric: Iteration # 89 - FCN = 297047.2031342 Edm = 0.0487978 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297047.1748875 Edm = 0.082566 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297047.1185722 Edm = 0.0147577 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297047.0869245 Edm = 0.00938717 NCalls = 306 -VariableMetric: Iteration # 93 - FCN = 297047.0709087 Edm = 0.0052045 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297047.0641671 Edm = 0.000639305 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297047.0636405 Edm = 3.11556e-05 NCalls = 312 -VariableMetric: After Hessian - FCN = 297047.0636405 Edm = 26.0117 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297047.0636405 Edm = 26.0117 NCalls = 795 -VariableMetric: Iteration # 97 - FCN = 297046.2847992 Edm = 12.5044 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297045.7989915 Edm = 0.327841 NCalls = 800 -VariableMetric: Iteration # 99 - FCN = 297045.27842 Edm = 0.104016 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297045.236103 Edm = 0.0537528 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297045.2044258 Edm = 0.0382259 NCalls = 806 -VariableMetric: Iteration # 102 - FCN = 297045.154077 Edm = 0.0255825 NCalls = 807 -VariableMetric: Iteration # 103 - FCN = 297045.1179788 Edm = 0.0552438 NCalls = 810 -VariableMetric: Iteration # 104 - FCN = 297045.0777431 Edm = 0.0260026 NCalls = 813 -VariableMetric: Iteration # 105 - FCN = 297045.0314223 Edm = 0.0140583 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297045.0077095 Edm = 0.0055378 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297044.9974253 Edm = 0.00474881 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297044.9908708 Edm = 0.00887955 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297044.9720134 Edm = 0.00834508 NCalls = 825 -VariableMetric: Iteration # 110 - FCN = 297044.9675515 Edm = 0.00442166 NCalls = 827 -VariableMetric: Iteration # 111 - FCN = 297044.9614122 Edm = 0.00205887 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297044.9587524 Edm = 0.00167435 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297044.9560782 Edm = 0.00134569 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297044.9469272 Edm = 0.00737323 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297044.9308934 Edm = 0.0770355 NCalls = 842 -VariableMetric: Iteration # 116 - FCN = 297044.9121362 Edm = 0.00596332 NCalls = 847 -VariableMetric: Iteration # 117 - FCN = 297044.9059956 Edm = 0.00500141 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297044.9014597 Edm = 0.00380989 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297044.8951101 Edm = 0.0112741 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297044.8864082 Edm = 0.0076715 NCalls = 858 -VariableMetric: Iteration # 121 - FCN = 297044.8827797 Edm = 0.00214886 NCalls = 861 -VariableMetric: Iteration # 122 - FCN = 297044.8800726 Edm = 0.000546841 NCalls = 863 -VariableMetric: Iteration # 123 - FCN = 297044.8796147 Edm = 0.000277368 NCalls = 865 -VariableMetric: Iteration # 124 - FCN = 297044.8793804 Edm = 0.000105643 NCalls = 867 -VariableMetric: Iteration # 125 - FCN = 297044.8790059 Edm = 0.00024971 NCalls = 870 -VariableMetric: Iteration # 126 - FCN = 297044.8784873 Edm = 0.00017389 NCalls = 872 -VariableMetric: Iteration # 127 - FCN = 297044.8782103 Edm = 5.78566e-05 NCalls = 874 -VariableMetric: After Hessian - FCN = 297044.8782103 Edm = 0.000407939 NCalls = 1361 -VariableMetric: Iteration # 128 - FCN = 297044.8782103 Edm = 0.000407939 NCalls = 1361 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312296.5148174 Edm = 27.5918 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312296.5148174 Edm = 27.5918 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301644.074282 Edm = 4.44057 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301482.9947138 Edm = 4.97141 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301391.9612137 Edm = 102.322 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 300290.186658 Edm = 113.622 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 300227.4274857 Edm = 127.99 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 299594.8345494 Edm = 1094.12 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 299279.7451731 Edm = 33.119 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 299217.0927742 Edm = 9.74947 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 299208.1601912 Edm = 1.5262 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 299197.7425421 Edm = 8.03408 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298438.5588959 Edm = 642.754 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 298407.3370837 Edm = 48.4373 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 298023.6181182 Edm = 161.938 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297743.3042459 Edm = 32.8457 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297541.5019066 Edm = 50.4229 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297473.8562257 Edm = 63.7157 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297427.3458111 Edm = 2.48617 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297423.8790196 Edm = 0.0155044 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297423.8287986 Edm = 0.0341492 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297414.5146702 Edm = 8.11185 NCalls = 74 -VariableMetric: Iteration # 21 - FCN = 297326.2072949 Edm = 15.8601 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297310.1933081 Edm = 1.88322 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297308.4512131 Edm = 0.0123489 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297308.4239038 Edm = 0.0161704 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297307.7244945 Edm = 0.711631 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297304.2247652 Edm = 3.21883 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297246.3007385 Edm = 3.92013 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297243.4824934 Edm = 0.233741 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297243.089614 Edm = 0.12396 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297242.9670761 Edm = 0.0551071 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297242.8047137 Edm = 0.121353 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297229.9761074 Edm = 4.37983 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297217.906631 Edm = 5.58187 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297210.9664405 Edm = 0.768319 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297210.3498993 Edm = 0.0569623 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297210.2971549 Edm = 0.00187187 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297210.294352 Edm = 0.000806611 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297210.2746805 Edm = 0.0172594 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297209.0894973 Edm = 0.790626 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297206.8914638 Edm = 0.060516 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297206.8488351 Edm = 0.00151858 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297206.8466 Edm = 0.000960834 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297206.8054133 Edm = 0.0432271 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297205.8277996 Edm = 0.150149 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297200.8560517 Edm = 1.98041 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297194.9562562 Edm = 1.3074 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297193.5411467 Edm = 0.469651 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297193.2094964 Edm = 0.255113 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297193.0471838 Edm = 0.0214578 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297193.0232574 Edm = 0.000795804 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297193.0220065 Edm = 0.000429377 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297192.9219555 Edm = 0.0978306 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297188.721347 Edm = 2.87818 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297186.0434302 Edm = 0.689871 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297185.4324504 Edm = 0.280294 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297185.1817778 Edm = 0.0729754 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297185.0954475 Edm = 0.00628098 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297185.0870971 Edm = 0.00195267 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297185.0841046 Edm = 0.000659753 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297185.0815762 Edm = 0.00172502 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297184.9903571 Edm = 0.0916854 NCalls = 195 -VariableMetric: Iteration # 62 - FCN = 297184.595219 Edm = 0.382161 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297182.0443574 Edm = 2.88423 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297179.9204433 Edm = 0.498674 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297179.6529337 Edm = 0.113144 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297179.571959 Edm = 0.00836531 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297179.5660047 Edm = 0.000754178 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297179.5651832 Edm = 0.000104986 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297179.5644798 Edm = 0.00061258 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297179.5493683 Edm = 0.0200165 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297179.541846 Edm = 0.00737262 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297179.5294005 Edm = 0.0110814 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297178.4587572 Edm = 0.182818 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297178.283261 Edm = 0.0162659 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297178.2668985 Edm = 0.00060301 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297178.2663044 Edm = 3.00008e-05 NCalls = 247 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315440.5381513 Edm = 33.9835 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315440.5381513 Edm = 33.9835 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301999.3979116 Edm = 2.9678 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301917.8834997 Edm = 48.3272 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301333.3081039 Edm = 1191.15 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299561.9180977 Edm = 455.02 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299141.8218284 Edm = 30.2266 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298887.3451126 Edm = 74.5057 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298853.408541 Edm = 99.6972 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 298751.2932456 Edm = 3.97327 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298745.2176142 Edm = 1.81784 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298675.9127547 Edm = 72.1612 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298425.2051965 Edm = 51.8434 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298360.0433165 Edm = 1.2922 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298351.5612694 Edm = 5.59015 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298243.1668399 Edm = 106.974 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 298061.5199545 Edm = 128.272 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297904.2630852 Edm = 7.83779 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297899.0335366 Edm = 0.162147 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297898.3372242 Edm = 0.768092 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297775.8876831 Edm = 97.4437 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297546.6149256 Edm = 146.234 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297427.6082372 Edm = 668.136 NCalls = 91 -VariableMetric: Iteration # 22 - FCN = 297282.5324634 Edm = 10.4331 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297269.8342545 Edm = 1.77749 NCalls = 96 -VariableMetric: Iteration # 24 - FCN = 297263.2266273 Edm = 6.45903 NCalls = 99 -VariableMetric: Iteration # 25 - FCN = 297232.6624574 Edm = 0.873038 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297231.8033637 Edm = 0.0952078 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297231.6756426 Edm = 0.165735 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297228.770984 Edm = 1.12598 NCalls = 113 -VariableMetric: Iteration # 29 - FCN = 297221.234354 Edm = 4.65891 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297220.7709945 Edm = 1.77891 NCalls = 120 -VariableMetric: Iteration # 31 - FCN = 297218.8250825 Edm = 0.348891 NCalls = 122 -VariableMetric: Iteration # 32 - FCN = 297217.5165844 Edm = 1.57909 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 297210.0611237 Edm = 4.69186 NCalls = 131 -VariableMetric: Iteration # 34 - FCN = 297209.0808317 Edm = 2.36372 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297196.985686 Edm = 6.59938 NCalls = 139 -VariableMetric: Iteration # 36 - FCN = 297185.8904503 Edm = 1.42415 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297184.8534737 Edm = 0.569878 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297183.7863874 Edm = 0.209765 NCalls = 148 -VariableMetric: Iteration # 39 - FCN = 297183.1586763 Edm = 0.0717615 NCalls = 151 -VariableMetric: Iteration # 40 - FCN = 297182.9242701 Edm = 0.238704 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297182.2905769 Edm = 0.594383 NCalls = 158 -VariableMetric: Iteration # 42 - FCN = 297182.1500541 Edm = 0.220843 NCalls = 161 -VariableMetric: Iteration # 43 - FCN = 297180.8974251 Edm = 0.51474 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297179.6922821 Edm = 0.24504 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297178.4119695 Edm = 1.53302 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297177.6649731 Edm = 0.506367 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297175.3725564 Edm = 0.528992 NCalls = 176 -VariableMetric: Iteration # 48 - FCN = 297174.7193896 Edm = 0.646877 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297174.2231118 Edm = 0.108985 NCalls = 181 -VariableMetric: Iteration # 50 - FCN = 297173.9363208 Edm = 0.164216 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297173.6152361 Edm = 0.372626 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297171.8226207 Edm = 1.88569 NCalls = 193 -VariableMetric: Iteration # 53 - FCN = 297171.5005326 Edm = 0.669274 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297155.2708743 Edm = 10.1378 NCalls = 206 -VariableMetric: Iteration # 55 - FCN = 297146.992549 Edm = 34.2751 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297139.5011415 Edm = 1.48383 NCalls = 210 -VariableMetric: Iteration # 57 - FCN = 297137.9584173 Edm = 0.384323 NCalls = 212 -VariableMetric: Iteration # 58 - FCN = 297136.9703097 Edm = 0.66453 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297132.8702542 Edm = 12.9551 NCalls = 221 -VariableMetric: Iteration # 60 - FCN = 297116.9256844 Edm = 6.38511 NCalls = 232 -VariableMetric: Iteration # 61 - FCN = 297116.0120262 Edm = 4.31548 NCalls = 234 -VariableMetric: Iteration # 62 - FCN = 297112.0371135 Edm = 0.429417 NCalls = 238 -VariableMetric: Iteration # 63 - FCN = 297111.510569 Edm = 0.244424 NCalls = 240 -VariableMetric: Iteration # 64 - FCN = 297111.3630883 Edm = 0.115811 NCalls = 241 -VariableMetric: Iteration # 65 - FCN = 297111.1966865 Edm = 0.0421225 NCalls = 243 -VariableMetric: Iteration # 66 - FCN = 297111.0856471 Edm = 0.0575252 NCalls = 246 -VariableMetric: Iteration # 67 - FCN = 297111.0045299 Edm = 0.0602996 NCalls = 248 -VariableMetric: Iteration # 68 - FCN = 297110.6877072 Edm = 0.264727 NCalls = 254 -VariableMetric: Iteration # 69 - FCN = 297110.4987477 Edm = 0.488112 NCalls = 258 -VariableMetric: Iteration # 70 - FCN = 297109.6737896 Edm = 0.877049 NCalls = 263 -VariableMetric: Iteration # 71 - FCN = 297109.162173 Edm = 0.433627 NCalls = 268 -VariableMetric: Iteration # 72 - FCN = 297108.4083696 Edm = 0.385977 NCalls = 271 -VariableMetric: Iteration # 73 - FCN = 297108.0452967 Edm = 0.0790936 NCalls = 274 -VariableMetric: Iteration # 74 - FCN = 297107.9427699 Edm = 0.0517044 NCalls = 276 -VariableMetric: Iteration # 75 - FCN = 297107.6574971 Edm = 0.0922983 NCalls = 279 -VariableMetric: Iteration # 76 - FCN = 297107.4836946 Edm = 0.0808029 NCalls = 281 -VariableMetric: Iteration # 77 - FCN = 297106.8803509 Edm = 0.308979 NCalls = 284 -VariableMetric: Iteration # 78 - FCN = 297101.267506 Edm = 7.69068 NCalls = 288 -VariableMetric: Iteration # 79 - FCN = 297078.423583 Edm = 41.0958 NCalls = 293 -VariableMetric: Iteration # 80 - FCN = 297062.3725899 Edm = 15.0716 NCalls = 300 -VariableMetric: Iteration # 81 - FCN = 297031.2966227 Edm = 53.2546 NCalls = 303 -VariableMetric: Iteration # 82 - FCN = 297017.6661392 Edm = 7.05261 NCalls = 305 -VariableMetric: Iteration # 83 - FCN = 297011.6359165 Edm = 0.432155 NCalls = 307 -VariableMetric: Iteration # 84 - FCN = 297011.2589786 Edm = 0.0116587 NCalls = 309 -VariableMetric: Iteration # 85 - FCN = 297011.2481709 Edm = 0.0029062 NCalls = 310 -VariableMetric: Iteration # 86 - FCN = 297011.2117853 Edm = 0.0358153 NCalls = 314 -VariableMetric: Iteration # 87 - FCN = 297011.1081941 Edm = 0.0615708 NCalls = 319 -VariableMetric: Iteration # 88 - FCN = 297010.9877978 Edm = 0.0234197 NCalls = 322 -VariableMetric: Iteration # 89 - FCN = 297010.9473033 Edm = 0.0112711 NCalls = 324 -VariableMetric: Iteration # 90 - FCN = 297010.8893799 Edm = 0.0652488 NCalls = 328 -VariableMetric: Iteration # 91 - FCN = 297010.6153601 Edm = 0.331924 NCalls = 333 -VariableMetric: Iteration # 92 - FCN = 297009.7462436 Edm = 2.07801 NCalls = 339 -VariableMetric: Iteration # 93 - FCN = 297009.4143853 Edm = 0.253539 NCalls = 344 -VariableMetric: Iteration # 94 - FCN = 297008.99892 Edm = 0.198606 NCalls = 347 -VariableMetric: Iteration # 95 - FCN = 297008.8299387 Edm = 0.159169 NCalls = 349 -VariableMetric: Iteration # 96 - FCN = 297008.4865433 Edm = 0.279001 NCalls = 351 -VariableMetric: Iteration # 97 - FCN = 297007.7086006 Edm = 0.368224 NCalls = 356 -VariableMetric: Iteration # 98 - FCN = 297007.1990574 Edm = 0.209369 NCalls = 359 -VariableMetric: Iteration # 99 - FCN = 297007.0059322 Edm = 0.236934 NCalls = 361 -VariableMetric: Iteration # 100 - FCN = 297006.6724137 Edm = 0.164394 NCalls = 364 -VariableMetric: Iteration # 101 - FCN = 297006.594663 Edm = 0.202255 NCalls = 367 -VariableMetric: Iteration # 102 - FCN = 297006.4325536 Edm = 0.298771 NCalls = 369 -VariableMetric: Iteration # 103 - FCN = 297005.0254097 Edm = 0.800618 NCalls = 374 -VariableMetric: Iteration # 104 - FCN = 297004.9667372 Edm = 0.0544381 NCalls = 376 -VariableMetric: Iteration # 105 - FCN = 297004.4421168 Edm = 0.472117 NCalls = 379 -VariableMetric: Iteration # 106 - FCN = 297001.9420032 Edm = 8.40968 NCalls = 381 -VariableMetric: Iteration # 107 - FCN = 297001.1673041 Edm = 0.763595 NCalls = 383 -VariableMetric: Iteration # 108 - FCN = 296996.3696571 Edm = 1.8234 NCalls = 386 -VariableMetric: Iteration # 109 - FCN = 296995.9261257 Edm = 0.372767 NCalls = 388 -VariableMetric: Iteration # 110 - FCN = 296995.4598167 Edm = 0.196141 NCalls = 390 -VariableMetric: Iteration # 111 - FCN = 296994.8879484 Edm = 0.122698 NCalls = 392 -VariableMetric: Iteration # 112 - FCN = 296994.7764482 Edm = 0.0783771 NCalls = 393 -VariableMetric: Iteration # 113 - FCN = 296994.5979964 Edm = 0.0964288 NCalls = 395 -VariableMetric: Iteration # 114 - FCN = 296994.0407176 Edm = 0.216858 NCalls = 398 -VariableMetric: Iteration # 115 - FCN = 296993.6219782 Edm = 0.213965 NCalls = 401 -VariableMetric: Iteration # 116 - FCN = 296993.3576475 Edm = 0.179569 NCalls = 404 -VariableMetric: Iteration # 117 - FCN = 296993.1943152 Edm = 0.12652 NCalls = 406 -VariableMetric: Iteration # 118 - FCN = 296992.9216938 Edm = 0.114955 NCalls = 409 -VariableMetric: Iteration # 119 - FCN = 296992.6287493 Edm = 0.0599178 NCalls = 411 -VariableMetric: Iteration # 120 - FCN = 296992.469503 Edm = 0.0249854 NCalls = 413 -VariableMetric: Iteration # 121 - FCN = 296992.4392531 Edm = 0.00143261 NCalls = 415 -VariableMetric: Iteration # 122 - FCN = 296992.4372313 Edm = 0.000780016 NCalls = 417 -VariableMetric: Iteration # 123 - FCN = 296992.4245325 Edm = 0.012443 NCalls = 421 -VariableMetric: Iteration # 124 - FCN = 296991.8777428 Edm = 0.3927 NCalls = 428 -VariableMetric: Iteration # 125 - FCN = 296987.8237648 Edm = 1.55375 NCalls = 432 -VariableMetric: Iteration # 126 - FCN = 296986.5801882 Edm = 4.19001 NCalls = 434 -VariableMetric: Iteration # 127 - FCN = 296985.0298758 Edm = 0.180061 NCalls = 436 -VariableMetric: Iteration # 128 - FCN = 296984.8481563 Edm = 0.0133843 NCalls = 437 -VariableMetric: Iteration # 129 - FCN = 296984.8193215 Edm = 0.0126579 NCalls = 439 -VariableMetric: Iteration # 130 - FCN = 296984.7703071 Edm = 0.014211 NCalls = 443 -VariableMetric: Iteration # 131 - FCN = 296984.7523743 Edm = 0.00367212 NCalls = 445 -VariableMetric: Iteration # 132 - FCN = 296984.7485126 Edm = 0.000662381 NCalls = 448 -VariableMetric: Iteration # 133 - FCN = 296984.7474867 Edm = 0.000177578 NCalls = 450 -VariableMetric: Iteration # 134 - FCN = 296984.7467612 Edm = 0.000481541 NCalls = 452 -VariableMetric: Iteration # 135 - FCN = 296984.7275655 Edm = 0.017065 NCalls = 456 -VariableMetric: Iteration # 136 - FCN = 296984.4686878 Edm = 0.459246 NCalls = 460 -VariableMetric: Iteration # 137 - FCN = 296984.3471678 Edm = 0.2876 NCalls = 464 -VariableMetric: Iteration # 138 - FCN = 296983.6928498 Edm = 0.590819 NCalls = 469 -VariableMetric: Iteration # 139 - FCN = 296982.5578311 Edm = 0.0852841 NCalls = 471 -VariableMetric: Iteration # 140 - FCN = 296982.4595301 Edm = 0.0181986 NCalls = 473 -VariableMetric: Iteration # 141 - FCN = 296982.3436041 Edm = 0.0395973 NCalls = 477 -VariableMetric: Iteration # 142 - FCN = 296982.296824 Edm = 0.0424435 NCalls = 480 -VariableMetric: Iteration # 143 - FCN = 296982.2466009 Edm = 0.0134234 NCalls = 482 -VariableMetric: Iteration # 144 - FCN = 296982.2218951 Edm = 0.0183191 NCalls = 485 -VariableMetric: Iteration # 145 - FCN = 296982.1986273 Edm = 0.00750454 NCalls = 487 -VariableMetric: Iteration # 146 - FCN = 296982.1902511 Edm = 0.00246653 NCalls = 490 -VariableMetric: Iteration # 147 - FCN = 296982.1870317 Edm = 0.000569514 NCalls = 492 -VariableMetric: Iteration # 148 - FCN = 296982.1862336 Edm = 0.000186265 NCalls = 494 -VariableMetric: Iteration # 149 - FCN = 296982.1860002 Edm = 0.000116153 NCalls = 496 -VariableMetric: Iteration # 150 - FCN = 296982.1846009 Edm = 0.00129995 NCalls = 500 -VariableMetric: Iteration # 151 - FCN = 296982.137936 Edm = 0.0451761 NCalls = 504 -VariableMetric: Iteration # 152 - FCN = 296982.0244557 Edm = 0.0831865 NCalls = 509 -VariableMetric: Iteration # 153 - FCN = 296981.698052 Edm = 0.313322 NCalls = 511 -VariableMetric: Iteration # 154 - FCN = 296981.648126 Edm = 0.0673109 NCalls = 513 -VariableMetric: Iteration # 155 - FCN = 296980.9594368 Edm = 0.100951 NCalls = 517 -VariableMetric: Iteration # 156 - FCN = 296980.893523 Edm = 0.108483 NCalls = 519 -VariableMetric: Iteration # 157 - FCN = 296980.792182 Edm = 0.00349605 NCalls = 521 -VariableMetric: Iteration # 158 - FCN = 296980.7873457 Edm = 0.00161254 NCalls = 523 -VariableMetric: Iteration # 159 - FCN = 296980.7844323 Edm = 0.00300302 NCalls = 525 -VariableMetric: Iteration # 160 - FCN = 296980.7780902 Edm = 0.00244442 NCalls = 529 -VariableMetric: Iteration # 161 - FCN = 296980.77352 Edm = 0.00069579 NCalls = 531 -VariableMetric: Iteration # 162 - FCN = 296980.772662 Edm = 9.40003e-05 NCalls = 533 -VariableMetric: Iteration # 163 - FCN = 296980.7725588 Edm = 2.74187e-05 NCalls = 535 -VariableMetric: After Hessian - FCN = 296980.7725588 Edm = 2.13335 NCalls = 1014 -VariableMetric: Iteration # 164 - FCN = 296980.7725588 Edm = 2.13335 NCalls = 1014 -VariableMetric: Iteration # 165 - FCN = 296980.3901661 Edm = 1.63707 NCalls = 1016 -VariableMetric: Iteration # 166 - FCN = 296979.4124304 Edm = 0.262654 NCalls = 1018 -VariableMetric: Iteration # 167 - FCN = 296979.233463 Edm = 0.300513 NCalls = 1020 -VariableMetric: Iteration # 168 - FCN = 296979.07996 Edm = 0.0222628 NCalls = 1022 -VariableMetric: Iteration # 169 - FCN = 296979.0441753 Edm = 0.00765253 NCalls = 1025 -VariableMetric: Iteration # 170 - FCN = 296979.0391604 Edm = 0.00415648 NCalls = 1027 -VariableMetric: Iteration # 171 - FCN = 296979.0353103 Edm = 0.00189019 NCalls = 1030 -VariableMetric: Iteration # 172 - FCN = 296979.0324156 Edm = 0.00136639 NCalls = 1032 -VariableMetric: Iteration # 173 - FCN = 296979.0256607 Edm = 0.00307286 NCalls = 1034 -VariableMetric: Iteration # 174 - FCN = 296979.0210023 Edm = 0.0046444 NCalls = 1036 -VariableMetric: Iteration # 175 - FCN = 296979.0180781 Edm = 0.000761312 NCalls = 1039 -VariableMetric: Iteration # 176 - FCN = 296979.0169531 Edm = 0.000150118 NCalls = 1041 -VariableMetric: Iteration # 177 - FCN = 296979.0166644 Edm = 2.78717e-05 NCalls = 1043 -VariableMetric: After Hessian - FCN = 296979.0166644 Edm = 0.00173956 NCalls = 1530 -VariableMetric: Iteration # 178 - FCN = 296979.0166644 Edm = 0.00173956 NCalls = 1530 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307865.6503536 Edm = 135.817 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307865.6503536 Edm = 135.817 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307141.8348903 Edm = 11.3113 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 298392.5366933 Edm = 51.1876 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298336.9555691 Edm = 150.561 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298191.8705674 Edm = 16.5425 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298178.3786377 Edm = 1.40048 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 298168.8770164 Edm = 10.8729 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298003.2907267 Edm = 118.761 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297743.4484764 Edm = 56.5185 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297683.2244331 Edm = 1.43472 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297679.3017625 Edm = 0.59434 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297675.3997486 Edm = 3.39039 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297626.8855829 Edm = 28.9682 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297558.1325961 Edm = 0.421892 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297557.7187709 Edm = 0.12953 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297557.5227823 Edm = 0.12307 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297556.4098423 Edm = 0.756902 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297528.8378859 Edm = 7.61253 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297511.1331836 Edm = 1.27651 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297509.3898142 Edm = 0.219834 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297509.0236571 Edm = 0.0675024 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297508.695803 Edm = 0.0839284 NCalls = 74 -VariableMetric: Iteration # 22 - FCN = 297508.293666 Edm = 0.619182 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297501.5123637 Edm = 5.28127 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297453.423525 Edm = 66.0817 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297379.554896 Edm = 47.6538 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297349.8341427 Edm = 5.40439 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297339.566075 Edm = 1.98169 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297336.3635019 Edm = 0.54705 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297335.4186547 Edm = 0.116717 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297335.2209981 Edm = 0.027169 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297335.1591282 Edm = 0.0151435 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297334.9271394 Edm = 0.168346 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297329.326756 Edm = 3.78518 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297280.6371754 Edm = 11.8126 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297275.0803521 Edm = 2.82472 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297269.3519922 Edm = 1.04013 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297268.4650519 Edm = 0.0998995 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297268.3640781 Edm = 0.0089091 NCalls = 123 -VariableMetric: Iteration # 39 - FCN = 297268.3524473 Edm = 0.00505985 NCalls = 125 -VariableMetric: Iteration # 40 - FCN = 297268.341038 Edm = 0.00415759 NCalls = 127 -VariableMetric: Iteration # 41 - FCN = 297268.3253213 Edm = 0.0104604 NCalls = 129 -VariableMetric: Iteration # 42 - FCN = 297268.2048825 Edm = 0.0932454 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297256.2686356 Edm = 8.49691 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297243.7164554 Edm = 4.88755 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297240.5149233 Edm = 0.485024 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297240.2505217 Edm = 0.0497111 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297240.2118674 Edm = 0.00407282 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297240.2040819 Edm = 0.00193757 NCalls = 147 -VariableMetric: Iteration # 49 - FCN = 297240.1935917 Edm = 0.00981993 NCalls = 150 -VariableMetric: Iteration # 50 - FCN = 297239.7093806 Edm = 0.450898 NCalls = 156 -VariableMetric: Iteration # 51 - FCN = 297234.9434652 Edm = 2.50003 NCalls = 159 -VariableMetric: Iteration # 52 - FCN = 297229.3746648 Edm = 0.667089 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297228.4665442 Edm = 0.0906632 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297228.2817254 Edm = 0.0219985 NCalls = 167 -VariableMetric: Iteration # 55 - FCN = 297228.2396383 Edm = 0.00354856 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297228.234148 Edm = 0.000330841 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297228.2330338 Edm = 0.00060802 NCalls = 173 -VariableMetric: Iteration # 58 - FCN = 297228.2123796 Edm = 0.0167882 NCalls = 177 -VariableMetric: Iteration # 59 - FCN = 297227.2859146 Edm = 0.517674 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297223.8128563 Edm = 0.119376 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297223.6900096 Edm = 0.0201484 NCalls = 187 -VariableMetric: Iteration # 62 - FCN = 297223.6750168 Edm = 0.0011816 NCalls = 188 -VariableMetric: Iteration # 63 - FCN = 297223.6733711 Edm = 0.000261257 NCalls = 190 -VariableMetric: Iteration # 64 - FCN = 297223.6722782 Edm = 0.000529947 NCalls = 192 -VariableMetric: Iteration # 65 - FCN = 297223.6489726 Edm = 0.0183616 NCalls = 196 -VariableMetric: Iteration # 66 - FCN = 297223.0656014 Edm = 0.386158 NCalls = 200 -VariableMetric: Iteration # 67 - FCN = 297221.4281077 Edm = 0.130093 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297221.2706821 Edm = 0.00704774 NCalls = 206 -VariableMetric: Iteration # 69 - FCN = 297221.2627378 Edm = 0.000573662 NCalls = 208 -VariableMetric: Iteration # 70 - FCN = 297221.2619459 Edm = 7.1661e-05 NCalls = 210 -VariableMetric: After Hessian - FCN = 297221.2619459 Edm = 66282.3 NCalls = 681 -VariableMetric: Iteration # 71 - FCN = 297221.2619459 Edm = 66282.3 NCalls = 681 -VariableMetric: Iteration # 72 - FCN = 297214.6584505 Edm = 10310.9 NCalls = 692 -VariableMetric: Iteration # 73 - FCN = 297214.0515061 Edm = 0.114112 NCalls = 694 -VariableMetric: Iteration # 74 - FCN = 297213.1453198 Edm = 0.12036 NCalls = 697 -VariableMetric: Iteration # 75 - FCN = 297212.4018428 Edm = 0.381454 NCalls = 700 -VariableMetric: Iteration # 76 - FCN = 297211.1989043 Edm = 0.824795 NCalls = 703 -VariableMetric: Iteration # 77 - FCN = 297206.4062099 Edm = 3.75606 NCalls = 708 -VariableMetric: Iteration # 78 - FCN = 297205.952045 Edm = 0.986316 NCalls = 711 -VariableMetric: Iteration # 79 - FCN = 297202.4876222 Edm = 4.19232 NCalls = 715 -VariableMetric: Iteration # 80 - FCN = 297199.8110696 Edm = 4.09995 NCalls = 718 -VariableMetric: Iteration # 81 - FCN = 297194.7294878 Edm = 2.46305 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297190.3166772 Edm = 2.24962 NCalls = 725 -VariableMetric: Iteration # 83 - FCN = 297187.4229548 Edm = 0.945281 NCalls = 728 -VariableMetric: Iteration # 84 - FCN = 297184.8964207 Edm = 0.1979 NCalls = 730 -VariableMetric: Iteration # 85 - FCN = 297184.561287 Edm = 0.299555 NCalls = 732 -VariableMetric: Iteration # 86 - FCN = 297183.759078 Edm = 0.156768 NCalls = 735 -VariableMetric: Iteration # 87 - FCN = 297183.5360058 Edm = 0.0596018 NCalls = 737 -VariableMetric: Iteration # 88 - FCN = 297183.247259 Edm = 0.0558931 NCalls = 739 -VariableMetric: Iteration # 89 - FCN = 297183.1366184 Edm = 0.0139972 NCalls = 741 -VariableMetric: Iteration # 90 - FCN = 297183.0999862 Edm = 0.0177677 NCalls = 743 -VariableMetric: Iteration # 91 - FCN = 297182.9957389 Edm = 0.0144366 NCalls = 746 -VariableMetric: Iteration # 92 - FCN = 297182.9780076 Edm = 0.00241789 NCalls = 748 -VariableMetric: Iteration # 93 - FCN = 297182.9533965 Edm = 0.0140067 NCalls = 751 -VariableMetric: Iteration # 94 - FCN = 297182.9261359 Edm = 0.00349733 NCalls = 753 -VariableMetric: Iteration # 95 - FCN = 297182.9166386 Edm = 0.00479081 NCalls = 755 -VariableMetric: Iteration # 96 - FCN = 297182.8974318 Edm = 0.00182048 NCalls = 757 -VariableMetric: Iteration # 97 - FCN = 297182.8939687 Edm = 0.00172357 NCalls = 759 -VariableMetric: Iteration # 98 - FCN = 297182.8818062 Edm = 0.0024324 NCalls = 762 -VariableMetric: Iteration # 99 - FCN = 297182.8765104 Edm = 0.00186437 NCalls = 764 -VariableMetric: Iteration # 100 - FCN = 297182.8407449 Edm = 0.0177761 NCalls = 769 -VariableMetric: Iteration # 101 - FCN = 297182.806868 Edm = 0.00730367 NCalls = 772 -VariableMetric: Iteration # 102 - FCN = 297182.7952018 Edm = 0.00997527 NCalls = 774 -VariableMetric: Iteration # 103 - FCN = 297182.7569187 Edm = 0.0103816 NCalls = 778 -VariableMetric: Iteration # 104 - FCN = 297182.7440905 Edm = 0.00229925 NCalls = 780 -VariableMetric: Iteration # 105 - FCN = 297182.7350037 Edm = 0.00869792 NCalls = 783 -VariableMetric: Iteration # 106 - FCN = 297182.7154503 Edm = 0.00479998 NCalls = 786 -VariableMetric: Iteration # 107 - FCN = 297182.7087209 Edm = 0.00163127 NCalls = 788 -VariableMetric: Iteration # 108 - FCN = 297182.6911229 Edm = 0.00370624 NCalls = 791 -VariableMetric: Iteration # 109 - FCN = 297182.6860133 Edm = 0.00037783 NCalls = 793 -VariableMetric: Iteration # 110 - FCN = 297182.6825466 Edm = 0.00138987 NCalls = 796 -VariableMetric: Iteration # 111 - FCN = 297182.6807232 Edm = 0.000181167 NCalls = 798 -VariableMetric: Iteration # 112 - FCN = 297182.6800987 Edm = 0.00049606 NCalls = 800 -VariableMetric: Iteration # 113 - FCN = 297182.6705512 Edm = 0.00189575 NCalls = 805 -VariableMetric: Iteration # 114 - FCN = 297182.6678324 Edm = 0.000310195 NCalls = 807 -VariableMetric: Iteration # 115 - FCN = 297182.6554162 Edm = 0.0107324 NCalls = 811 -VariableMetric: Iteration # 116 - FCN = 297182.5681514 Edm = 0.00238987 NCalls = 815 -VariableMetric: Iteration # 117 - FCN = 297182.565526 Edm = 0.000350058 NCalls = 817 -VariableMetric: Iteration # 118 - FCN = 297182.5634337 Edm = 0.00153366 NCalls = 820 -VariableMetric: Iteration # 119 - FCN = 297182.5535935 Edm = 0.00273171 NCalls = 823 -VariableMetric: Iteration # 120 - FCN = 297182.5507797 Edm = 0.000213289 NCalls = 824 -VariableMetric: Iteration # 121 - FCN = 297182.5505555 Edm = 3.65297e-05 NCalls = 826 -VariableMetric: After Hessian - FCN = 297182.5505555 Edm = 0.00165358 NCalls = 1309 -VariableMetric: Iteration # 122 - FCN = 297182.5505555 Edm = 0.00165358 NCalls = 1309 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307948.2960036 Edm = 25.8651 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307948.2960036 Edm = 25.8651 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299540.3169921 Edm = 78.2664 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 299428.0165065 Edm = 31.6269 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299395.4915433 Edm = 16.5073 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298177.601384 Edm = 32.8513 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298080.5915469 Edm = 101.511 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297998.7320165 Edm = 1.9648 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297995.9621091 Edm = 1.10498 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297962.5901279 Edm = 58.5241 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297957.7460801 Edm = 4.64414 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297832.3282358 Edm = 63.3457 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297630.9685796 Edm = 68.3378 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297555.3167428 Edm = 1.13146 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297554.2565753 Edm = 0.034237 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297554.198792 Edm = 0.0531724 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297534.3181096 Edm = 19.6375 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297534.22413 Edm = 0.0632308 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297528.6806605 Edm = 3.80225 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297452.9901043 Edm = 33.1851 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297378.4927406 Edm = 13.8383 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297351.377727 Edm = 16.1911 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297342.7535913 Edm = 6.23042 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297334.6759387 Edm = 1.29978 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297332.8605419 Edm = 0.073587 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297332.7811393 Edm = 0.039622 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297332.0964348 Edm = 0.635981 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297259.9716655 Edm = 14.3257 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297246.6315349 Edm = 7.74695 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297242.6973095 Edm = 0.142391 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297242.5161222 Edm = 0.032914 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297242.3441522 Edm = 0.0977964 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297241.7101294 Edm = 0.387173 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297239.945267 Edm = 0.644224 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297238.8059015 Edm = 0.0331628 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297238.8033347 Edm = 0.0637777 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297238.6859284 Edm = 0.113314 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297231.2659654 Edm = 6.68733 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297195.8834549 Edm = 11.6058 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297186.840169 Edm = 0.277439 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297186.7119744 Edm = 0.0277044 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297186.6872908 Edm = 0.00629161 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297186.6438924 Edm = 0.0241407 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297186.1666744 Edm = 0.380867 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297159.9421876 Edm = 26.4389 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297134.3814025 Edm = 14.47 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297117.7360918 Edm = 4.69366 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297112.2386742 Edm = 3.11737 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297109.2649414 Edm = 1.86055 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297107.62945 Edm = 0.581379 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297102.7202534 Edm = 26.4999 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297098.7454562 Edm = 23.1018 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297081.7699566 Edm = 16.7979 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297081.1087001 Edm = 1.89331 NCalls = 184 -VariableMetric: Iteration # 53 - FCN = 297079.3750317 Edm = 6.37735 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297067.0184474 Edm = 13.0124 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297059.207071 Edm = 6.92009 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297035.6171319 Edm = 1.17756 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297034.6361851 Edm = 0.294208 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297034.1178309 Edm = 0.121062 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 297033.9928239 Edm = 0.0282469 NCalls = 201 -VariableMetric: Iteration # 60 - FCN = 297033.9546097 Edm = 0.00405978 NCalls = 203 -VariableMetric: Iteration # 61 - FCN = 297033.9365025 Edm = 0.0172437 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297033.681572 Edm = 0.295298 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297030.7193139 Edm = 2.23508 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297011.625746 Edm = 3.32935 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297006.9829979 Edm = 1.1418 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297004.6075202 Edm = 0.510797 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297003.9609043 Edm = 0.371495 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297003.5473885 Edm = 0.210348 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297003.0942156 Edm = 0.0901805 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297002.9113826 Edm = 0.00554366 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297002.899641 Edm = 0.0032189 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297002.8828313 Edm = 0.00685437 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297002.8482367 Edm = 0.0182205 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297002.6160545 Edm = 0.101494 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297001.9215274 Edm = 0.997329 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 296996.1024409 Edm = 3.16631 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 296990.040123 Edm = 2.36191 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 296988.0716665 Edm = 0.65812 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 296987.7569052 Edm = 0.209967 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 296987.4212243 Edm = 0.22743 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 296987.0916156 Edm = 0.110864 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 296986.9693102 Edm = 0.0141717 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 296986.9490017 Edm = 0.0126464 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 296986.9331481 Edm = 0.0130924 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 296986.9112166 Edm = 0.00175639 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 296986.908086 Edm = 0.00119502 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 296986.843362 Edm = 0.057848 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 296979.3357263 Edm = 10.4173 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 296979.268728 Edm = 0.148075 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 296978.5592934 Edm = 0.654861 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 296975.5275348 Edm = 1.23761 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 296972.9338049 Edm = 1.00493 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 296972.393549 Edm = 0.227753 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 296972.2603751 Edm = 0.0636906 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 296972.1920772 Edm = 0.0138353 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 296972.152849 Edm = 0.00587184 NCalls = 310 -VariableMetric: Iteration # 97 - FCN = 296972.1471985 Edm = 0.000953737 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 296972.1461343 Edm = 0.00017875 NCalls = 314 -VariableMetric: Iteration # 99 - FCN = 296972.144677 Edm = 0.00153747 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 296972.109951 Edm = 0.0386772 NCalls = 323 -VariableMetric: Iteration # 101 - FCN = 296972.105609 Edm = 0.00397264 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 296971.5044452 Edm = 0.296086 NCalls = 333 -VariableMetric: Iteration # 103 - FCN = 296970.6675291 Edm = 0.0562968 NCalls = 335 -VariableMetric: Iteration # 104 - FCN = 296970.6073294 Edm = 0.000766651 NCalls = 337 -VariableMetric: Iteration # 105 - FCN = 296970.6065888 Edm = 3.65159e-05 NCalls = 338 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300660.7114541 Edm = 3.00252 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300660.7114541 Edm = 3.00252 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298113.4185877 Edm = 6.50704 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298099.2857872 Edm = 8.18831 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 297889.9679912 Edm = 0.654524 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297888.1211142 Edm = 1.20659 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297865.8422522 Edm = 13.6668 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297732.9285305 Edm = 39.6903 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297655.9499997 Edm = 12.939 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297644.7379977 Edm = 2.72222 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297642.3749644 Edm = 0.237532 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297642.0700857 Edm = 0.0289351 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297640.7619956 Edm = 1.24965 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297584.1745972 Edm = 57.0817 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297521.7806501 Edm = 29.4247 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297500.2385054 Edm = 8.42264 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297495.1386108 Edm = 3.82784 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297484.4465774 Edm = 1.45588 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297481.2691673 Edm = 0.436123 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297480.7515962 Edm = 0.0089629 NCalls = 58 -VariableMetric: Iteration # 19 - FCN = 297480.6121086 Edm = 0.132922 NCalls = 61 -VariableMetric: Iteration # 20 - FCN = 297480.33468 Edm = 0.265635 NCalls = 65 -VariableMetric: Iteration # 21 - FCN = 297446.8367445 Edm = 2.64998 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297442.3613164 Edm = 4.38307 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297438.3436914 Edm = 2.77725 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297429.8237847 Edm = 3.90751 NCalls = 80 -VariableMetric: Iteration # 25 - FCN = 297410.2216559 Edm = 13.5905 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297408.5852086 Edm = 17.5811 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297396.9813449 Edm = 16.4352 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297378.8835172 Edm = 18.5998 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297374.9308257 Edm = 3.76534 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297373.2163546 Edm = 0.457119 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297372.9071479 Edm = 0.0286986 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297372.8574452 Edm = 0.0311465 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297371.9511788 Edm = 0.876185 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297367.498283 Edm = 0.511912 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297366.8367369 Edm = 0.0323902 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297366.786629 Edm = 0.0106629 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297366.7049905 Edm = 0.069443 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297364.7669741 Edm = 1.31599 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297342.8807945 Edm = 6.76291 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297334.05395 Edm = 2.11335 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297333.1413482 Edm = 0.507961 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297332.8236869 Edm = 0.0762964 NCalls = 136 -VariableMetric: Iteration # 43 - FCN = 297332.7565393 Edm = 0.0040183 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297332.7370942 Edm = 0.0194375 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297332.5473656 Edm = 0.215336 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297328.7513177 Edm = 2.06609 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297317.9628899 Edm = 8.48502 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297299.2309709 Edm = 4.6301 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297290.9143291 Edm = 2.93205 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297286.4782322 Edm = 1.69908 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297284.6374705 Edm = 0.605013 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297284.1622838 Edm = 0.122246 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297283.9153127 Edm = 0.0370858 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297283.8651101 Edm = 0.008434 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297283.8454836 Edm = 0.0130421 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297283.7628102 Edm = 0.113476 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297283.4908897 Edm = 0.206258 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297279.8155759 Edm = 2.79972 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297268.01214 Edm = 2.71148 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297264.7475288 Edm = 0.419442 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297264.254482 Edm = 0.078767 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297264.1587329 Edm = 0.0158175 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297264.1395766 Edm = 0.00330318 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 297264.1343166 Edm = 0.000776802 NCalls = 205 -VariableMetric: Iteration # 65 - FCN = 297264.1326828 Edm = 0.00039528 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297264.1307837 Edm = 0.00114471 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297264.1023896 Edm = 0.0270155 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297262.8720763 Edm = 0.762242 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297260.5266047 Edm = 0.409764 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297260.3311568 Edm = 0.0435586 NCalls = 222 -VariableMetric: Iteration # 71 - FCN = 297260.2927 Edm = 0.00147273 NCalls = 223 -VariableMetric: Iteration # 72 - FCN = 297260.2908845 Edm = 0.000169734 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297260.2904663 Edm = 0.000132313 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297260.2897141 Edm = 0.000593395 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297260.2196881 Edm = 0.0610467 NCalls = 235 -VariableMetric: Iteration # 76 - FCN = 297259.1237886 Edm = 0.20284 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297258.8682697 Edm = 0.0428556 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297258.8375559 Edm = 0.00178087 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297258.8354598 Edm = 9.93635e-05 NCalls = 245 -VariableMetric: Iteration # 80 - FCN = 297258.8352977 Edm = 7.41438e-05 NCalls = 247 -VariableMetric: After Hessian - FCN = 297258.8352977 Edm = 1646.51 NCalls = 724 -VariableMetric: Iteration # 81 - FCN = 297258.8352977 Edm = 1646.51 NCalls = 724 -VariableMetric: Iteration # 82 - FCN = 297251.0494032 Edm = 222.224 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297250.9657105 Edm = 8.65038 NCalls = 734 -VariableMetric: Iteration # 84 - FCN = 297245.8213651 Edm = 0.531899 NCalls = 736 -VariableMetric: Iteration # 85 - FCN = 297244.7983009 Edm = 0.195977 NCalls = 738 -VariableMetric: Iteration # 86 - FCN = 297244.1742111 Edm = 0.108065 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297243.887126 Edm = 0.130975 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297243.6735406 Edm = 0.153403 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297243.0938104 Edm = 0.408707 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297243.0351895 Edm = 0.079137 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297242.5646544 Edm = 0.597818 NCalls = 754 -VariableMetric: Iteration # 92 - FCN = 297240.1291428 Edm = 2.6667 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297240.0962892 Edm = 0.0546984 NCalls = 763 -VariableMetric: Iteration # 94 - FCN = 297239.3230667 Edm = 0.846708 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297238.6237871 Edm = 0.658441 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297236.0346214 Edm = 2.02159 NCalls = 777 -VariableMetric: Iteration # 97 - FCN = 297233.3870866 Edm = 0.756258 NCalls = 780 -VariableMetric: Iteration # 98 - FCN = 297232.8787831 Edm = 0.361206 NCalls = 782 -VariableMetric: Iteration # 99 - FCN = 297232.3443655 Edm = 0.274907 NCalls = 784 -VariableMetric: Iteration # 100 - FCN = 297231.9736849 Edm = 0.135696 NCalls = 786 -VariableMetric: Iteration # 101 - FCN = 297231.8496204 Edm = 0.056658 NCalls = 788 -VariableMetric: Iteration # 102 - FCN = 297231.5326386 Edm = 0.0806264 NCalls = 791 -VariableMetric: Iteration # 103 - FCN = 297231.4014251 Edm = 0.0223347 NCalls = 793 -VariableMetric: Iteration # 104 - FCN = 297231.3160384 Edm = 0.036231 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297231.2362347 Edm = 0.0180675 NCalls = 797 -VariableMetric: Iteration # 106 - FCN = 297231.1896578 Edm = 0.0179674 NCalls = 799 -VariableMetric: Iteration # 107 - FCN = 297231.1337307 Edm = 0.010901 NCalls = 801 -VariableMetric: Iteration # 108 - FCN = 297231.1136775 Edm = 0.0123736 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297231.051292 Edm = 0.0129439 NCalls = 806 -VariableMetric: Iteration # 110 - FCN = 297231.0325028 Edm = 0.00472476 NCalls = 808 -VariableMetric: Iteration # 111 - FCN = 297231.0021597 Edm = 0.00783594 NCalls = 811 -VariableMetric: Iteration # 112 - FCN = 297230.988305 Edm = 0.00272218 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297230.9679176 Edm = 0.00576383 NCalls = 816 -VariableMetric: Iteration # 114 - FCN = 297230.957284 Edm = 0.00113641 NCalls = 818 -VariableMetric: Iteration # 115 - FCN = 297230.9437793 Edm = 0.00475382 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297230.9332427 Edm = 0.00321431 NCalls = 823 -VariableMetric: Iteration # 117 - FCN = 297230.9096637 Edm = 0.00324511 NCalls = 826 -VariableMetric: Iteration # 118 - FCN = 297230.9037157 Edm = 0.00187967 NCalls = 828 -VariableMetric: Iteration # 119 - FCN = 297230.8821168 Edm = 0.00658836 NCalls = 831 -VariableMetric: Iteration # 120 - FCN = 297230.8697278 Edm = 0.00399535 NCalls = 833 -VariableMetric: Iteration # 121 - FCN = 297230.8429662 Edm = 0.0058707 NCalls = 836 -VariableMetric: Iteration # 122 - FCN = 297230.833636 Edm = 0.00201166 NCalls = 838 -VariableMetric: Iteration # 123 - FCN = 297230.8100735 Edm = 0.00814232 NCalls = 841 -VariableMetric: Iteration # 124 - FCN = 297230.7956447 Edm = 0.00146793 NCalls = 843 -VariableMetric: Iteration # 125 - FCN = 297230.7834446 Edm = 0.00579863 NCalls = 846 -VariableMetric: Iteration # 126 - FCN = 297230.7718557 Edm = 0.000419172 NCalls = 848 -VariableMetric: Iteration # 127 - FCN = 297230.7712927 Edm = 0.000176683 NCalls = 850 -VariableMetric: Iteration # 128 - FCN = 297230.7695688 Edm = 0.00067268 NCalls = 853 -VariableMetric: Iteration # 129 - FCN = 297230.7684399 Edm = 3.45825e-05 NCalls = 855 -VariableMetric: After Hessian - FCN = 297230.7684399 Edm = 9.38642e-05 NCalls = 1340 -VariableMetric: Iteration # 130 - FCN = 297230.7684399 Edm = 9.38642e-05 NCalls = 1340 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309294.0868686 Edm = 38.6279 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309294.0868686 Edm = 38.6279 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303211.5164676 Edm = 6.553 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 303142.4381459 Edm = 141.522 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303114.1268969 Edm = 3.52186 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 302761.5376501 Edm = 156.423 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302044.6442981 Edm = 5.18711 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302031.7459535 Edm = 1.89064 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 301936.7586774 Edm = 50.8188 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 301752.3799411 Edm = 146.461 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297856.1166029 Edm = 23.7528 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297840.5722223 Edm = 21.2303 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297812.5769752 Edm = 4.18456 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297795.4926864 Edm = 0.124889 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297795.204556 Edm = 0.179598 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297787.6834364 Edm = 9.28476 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297786.3947782 Edm = 1.23458 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297682.5331807 Edm = 25.1264 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297581.1691173 Edm = 6.25963 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297572.6104045 Edm = 0.564533 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297571.7912158 Edm = 0.0473595 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297571.69244 Edm = 0.0557616 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297558.8669986 Edm = 11.864 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297458.834345 Edm = 9.82814 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297442.6712611 Edm = 2.44426 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297438.9086532 Edm = 0.778753 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297438.2169646 Edm = 0.12149 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297438.0433245 Edm = 0.00706374 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297438.0029544 Edm = 0.0275221 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297434.9920955 Edm = 2.91025 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297395.187648 Edm = 16.1246 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297388.7367211 Edm = 16.8805 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297379.9291492 Edm = 1.26497 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297378.1911426 Edm = 0.379574 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297377.0023802 Edm = 0.449574 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297376.1371959 Edm = 0.623721 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297369.5523127 Edm = 10.9952 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297367.8725809 Edm = 3.3274 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297363.0359081 Edm = 2.53019 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297349.4179493 Edm = 3.35578 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297348.338368 Edm = 1.98734 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297346.8935354 Edm = 0.117543 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297346.715066 Edm = 0.05419 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297346.3579442 Edm = 0.0534461 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297346.2611216 Edm = 0.0273659 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297346.2000038 Edm = 0.344996 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297346.1005709 Edm = 0.169453 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297345.7255673 Edm = 0.103632 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297345.6368442 Edm = 0.0110205 NCalls = 169 -VariableMetric: Iteration # 48 - FCN = 297345.6250543 Edm = 0.0014344 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297345.6213333 Edm = 0.00336746 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297345.5909582 Edm = 0.0291602 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297345.5492854 Edm = 0.0392928 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297338.7773292 Edm = 19.2483 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297338.6353162 Edm = 0.140807 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297338.4300325 Edm = 0.0948087 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297337.5234055 Edm = 0.177704 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297329.5041595 Edm = 12.2987 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297327.3387527 Edm = 18.8364 NCalls = 210 -VariableMetric: Iteration # 58 - FCN = 297319.7534387 Edm = 2.69919 NCalls = 215 -VariableMetric: Iteration # 59 - FCN = 297314.9020855 Edm = 1.70445 NCalls = 217 -VariableMetric: Iteration # 60 - FCN = 297313.1961281 Edm = 1.80299 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297311.6272929 Edm = 0.872852 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297311.1916169 Edm = 0.3878 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297310.6738268 Edm = 0.0470186 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297310.6168047 Edm = 0.00575634 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297310.5957459 Edm = 0.0175845 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297310.1616755 Edm = 0.442861 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297310.0388123 Edm = 0.115964 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297309.9214126 Edm = 0.0899117 NCalls = 245 -VariableMetric: Iteration # 69 - FCN = 297308.9714395 Edm = 0.321557 NCalls = 249 -VariableMetric: Iteration # 70 - FCN = 297308.6411983 Edm = 0.0396379 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297308.6064478 Edm = 0.0167901 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297308.4819557 Edm = 0.0988725 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297307.3505193 Edm = 0.873336 NCalls = 258 -VariableMetric: Iteration # 74 - FCN = 297302.0557328 Edm = 10.0623 NCalls = 262 -VariableMetric: Iteration # 75 - FCN = 297294.2665026 Edm = 4.53387 NCalls = 267 -VariableMetric: Iteration # 76 - FCN = 297292.3925957 Edm = 4.86218 NCalls = 272 -VariableMetric: Iteration # 77 - FCN = 297290.383859 Edm = 7.81786 NCalls = 275 -VariableMetric: Iteration # 78 - FCN = 297287.4704493 Edm = 5.61726 NCalls = 279 -VariableMetric: Iteration # 79 - FCN = 297282.3613516 Edm = 2.52377 NCalls = 283 -VariableMetric: Iteration # 80 - FCN = 297270.9088878 Edm = 4.4761 NCalls = 286 -VariableMetric: Iteration # 81 - FCN = 297260.8881068 Edm = 22.5417 NCalls = 290 -VariableMetric: Iteration # 82 - FCN = 297257.6205073 Edm = 6.35415 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297249.947002 Edm = 4.34208 NCalls = 295 -VariableMetric: Iteration # 84 - FCN = 297244.4894947 Edm = 2.24366 NCalls = 299 -VariableMetric: Iteration # 85 - FCN = 297241.6485524 Edm = 0.289868 NCalls = 302 -VariableMetric: Iteration # 86 - FCN = 297241.3576647 Edm = 0.146646 NCalls = 304 -VariableMetric: Iteration # 87 - FCN = 297241.1808058 Edm = 0.209212 NCalls = 306 -VariableMetric: Iteration # 88 - FCN = 297241.0934738 Edm = 0.0833055 NCalls = 308 -VariableMetric: Iteration # 89 - FCN = 297240.8054397 Edm = 0.0976256 NCalls = 311 -VariableMetric: Iteration # 90 - FCN = 297240.5571398 Edm = 0.00688678 NCalls = 313 -VariableMetric: Iteration # 91 - FCN = 297240.5520828 Edm = 0.00259987 NCalls = 315 -VariableMetric: Iteration # 92 - FCN = 297240.5466601 Edm = 0.00453033 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297240.4158119 Edm = 0.0669785 NCalls = 322 -VariableMetric: Iteration # 94 - FCN = 297238.7381307 Edm = 1.56234 NCalls = 326 -VariableMetric: Iteration # 95 - FCN = 297234.4417666 Edm = 1.18215 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297233.2830507 Edm = 0.10331 NCalls = 330 -VariableMetric: Iteration # 97 - FCN = 297233.2161102 Edm = 0.00520818 NCalls = 332 -VariableMetric: Iteration # 98 - FCN = 297233.2111981 Edm = 0.00100811 NCalls = 333 -VariableMetric: Iteration # 99 - FCN = 297233.2038261 Edm = 0.00495256 NCalls = 336 -VariableMetric: Iteration # 100 - FCN = 297233.1451967 Edm = 0.0469431 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297231.5928723 Edm = 1.26809 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297226.1687796 Edm = 0.605405 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297225.4131686 Edm = 0.0432488 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297225.3702563 Edm = 0.00391907 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 297225.3675256 Edm = 0.000343994 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297225.3668788 Edm = 0.000189866 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297225.3660336 Edm = 0.000537824 NCalls = 355 -VariableMetric: Iteration # 108 - FCN = 297225.336745 Edm = 0.0283952 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297224.1504483 Edm = 0.143191 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297223.9785125 Edm = 0.0299442 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297223.955347 Edm = 0.00185159 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297223.9531251 Edm = 0.000146262 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297223.9527092 Edm = 0.000138847 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297223.9504122 Edm = 0.00218414 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297223.7252781 Edm = 0.0383908 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297223.4970067 Edm = 0.00207708 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297223.49509 Edm = 0.000230838 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297223.4944862 Edm = 0.000363838 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297223.4654813 Edm = 0.0295752 NCalls = 393 -VariableMetric: Iteration # 120 - FCN = 297223.0151746 Edm = 0.264968 NCalls = 400 -VariableMetric: Iteration # 121 - FCN = 297212.0661738 Edm = 10.4925 NCalls = 406 -VariableMetric: Iteration # 122 - FCN = 297211.3761042 Edm = 1.71835 NCalls = 408 -VariableMetric: Iteration # 123 - FCN = 297205.4328748 Edm = 3.17885 NCalls = 412 -VariableMetric: Iteration # 124 - FCN = 297201.5110485 Edm = 4.04139 NCalls = 413 -VariableMetric: Iteration # 125 - FCN = 297198.5514988 Edm = 1.85756 NCalls = 418 -VariableMetric: Iteration # 126 - FCN = 297195.6102316 Edm = 2.2912 NCalls = 420 -VariableMetric: Iteration # 127 - FCN = 297194.1095446 Edm = 3.41571 NCalls = 423 -VariableMetric: Iteration # 128 - FCN = 297188.2811652 Edm = 5.57729 NCalls = 427 -VariableMetric: Iteration # 129 - FCN = 297185.1127429 Edm = 3.40133 NCalls = 430 -VariableMetric: Iteration # 130 - FCN = 297182.8321798 Edm = 2.88509 NCalls = 433 -VariableMetric: Iteration # 131 - FCN = 297181.5318619 Edm = 0.516741 NCalls = 435 -VariableMetric: Iteration # 132 - FCN = 297180.9979383 Edm = 0.0816255 NCalls = 436 -VariableMetric: Iteration # 133 - FCN = 297180.8209359 Edm = 0.0749856 NCalls = 438 -VariableMetric: Iteration # 134 - FCN = 297180.5828328 Edm = 0.063331 NCalls = 440 -VariableMetric: Iteration # 135 - FCN = 297180.4563427 Edm = 0.016588 NCalls = 442 -VariableMetric: Iteration # 136 - FCN = 297180.4172627 Edm = 0.0156731 NCalls = 444 -VariableMetric: Iteration # 137 - FCN = 297180.3603522 Edm = 0.0222524 NCalls = 447 -VariableMetric: Iteration # 138 - FCN = 297180.3278033 Edm = 0.0151675 NCalls = 449 -VariableMetric: Iteration # 139 - FCN = 297180.3130429 Edm = 0.00630093 NCalls = 451 -VariableMetric: Iteration # 140 - FCN = 297180.3065877 Edm = 0.00457292 NCalls = 453 -VariableMetric: Iteration # 141 - FCN = 297180.2905809 Edm = 0.0125594 NCalls = 456 -VariableMetric: Iteration # 142 - FCN = 297179.9624276 Edm = 0.200763 NCalls = 461 -VariableMetric: Iteration # 143 - FCN = 297179.5421028 Edm = 1.18634 NCalls = 466 -VariableMetric: Iteration # 144 - FCN = 297177.4808106 Edm = 1.74544 NCalls = 469 -VariableMetric: Iteration # 145 - FCN = 297175.0088035 Edm = 6.6494 NCalls = 471 -VariableMetric: Iteration # 146 - FCN = 297171.4241302 Edm = 2.32411 NCalls = 474 -VariableMetric: Iteration # 147 - FCN = 297169.7059574 Edm = 0.970438 NCalls = 477 -VariableMetric: Iteration # 148 - FCN = 297168.7980597 Edm = 0.388848 NCalls = 480 -VariableMetric: Iteration # 149 - FCN = 297167.6126554 Edm = 0.942385 NCalls = 482 -VariableMetric: Iteration # 150 - FCN = 297165.5566571 Edm = 1.42321 NCalls = 486 -VariableMetric: Iteration # 151 - FCN = 297162.7933928 Edm = 0.86591 NCalls = 488 -VariableMetric: Iteration # 152 - FCN = 297162.2908258 Edm = 1.60675 NCalls = 490 -VariableMetric: Iteration # 153 - FCN = 297161.5783739 Edm = 1.08276 NCalls = 493 -VariableMetric: Iteration # 154 - FCN = 297160.3598103 Edm = 1.34792 NCalls = 496 -VariableMetric: Iteration # 155 - FCN = 297159.7127747 Edm = 1.05072 NCalls = 501 -VariableMetric: Iteration # 156 - FCN = 297158.7575699 Edm = 1.69426 NCalls = 504 -VariableMetric: Iteration # 157 - FCN = 297157.2294563 Edm = 1.37434 NCalls = 507 -VariableMetric: Iteration # 158 - FCN = 297155.1973279 Edm = 1.48386 NCalls = 511 -VariableMetric: Iteration # 159 - FCN = 297154.2741412 Edm = 0.501805 NCalls = 513 -VariableMetric: Iteration # 160 - FCN = 297153.6207857 Edm = 0.182492 NCalls = 515 -VariableMetric: Iteration # 161 - FCN = 297152.7034266 Edm = 0.371999 NCalls = 517 -VariableMetric: Iteration # 162 - FCN = 297152.0969539 Edm = 0.545025 NCalls = 520 -VariableMetric: Iteration # 163 - FCN = 297151.9244258 Edm = 0.0602414 NCalls = 522 -VariableMetric: Iteration # 164 - FCN = 297151.8603414 Edm = 0.0131323 NCalls = 524 -VariableMetric: Iteration # 165 - FCN = 297151.8345101 Edm = 0.0186411 NCalls = 526 -VariableMetric: Iteration # 166 - FCN = 297151.7948051 Edm = 0.0117245 NCalls = 528 -VariableMetric: Iteration # 167 - FCN = 297151.7795127 Edm = 0.00692857 NCalls = 530 -VariableMetric: Iteration # 168 - FCN = 297151.7603245 Edm = 0.0148957 NCalls = 532 -VariableMetric: Iteration # 169 - FCN = 297151.6716208 Edm = 0.0691564 NCalls = 536 -VariableMetric: Iteration # 170 - FCN = 297151.5701623 Edm = 0.0625339 NCalls = 540 -VariableMetric: Iteration # 171 - FCN = 297151.5172538 Edm = 0.00338512 NCalls = 543 -VariableMetric: Iteration # 172 - FCN = 297151.5139569 Edm = 0.000864567 NCalls = 544 -VariableMetric: Iteration # 173 - FCN = 297151.5133874 Edm = 0.000184966 NCalls = 546 -VariableMetric: Iteration # 174 - FCN = 297151.512801 Edm = 0.000168475 NCalls = 548 -VariableMetric: Iteration # 175 - FCN = 297151.5120478 Edm = 0.000377688 NCalls = 550 -VariableMetric: Iteration # 176 - FCN = 297151.5030815 Edm = 0.0081847 NCalls = 554 -VariableMetric: Iteration # 177 - FCN = 297151.2857804 Edm = 0.151213 NCalls = 558 -VariableMetric: Iteration # 178 - FCN = 297150.3675853 Edm = 0.369805 NCalls = 561 -VariableMetric: Iteration # 179 - FCN = 297149.855515 Edm = 0.181534 NCalls = 563 -VariableMetric: Iteration # 180 - FCN = 297149.6690846 Edm = 0.0254633 NCalls = 566 -VariableMetric: Iteration # 181 - FCN = 297149.6275679 Edm = 0.00457585 NCalls = 568 -VariableMetric: Iteration # 182 - FCN = 297149.6234136 Edm = 0.000433969 NCalls = 570 -VariableMetric: Iteration # 183 - FCN = 297149.623039 Edm = 4.67303e-05 NCalls = 571 -VariableMetric: After Hessian - FCN = 297149.623039 Edm = 86.5443 NCalls = 1050 -VariableMetric: Iteration # 184 - FCN = 297149.623039 Edm = 86.5443 NCalls = 1050 -VariableMetric: Iteration # 185 - FCN = 297149.3231508 Edm = 405.668 NCalls = 1056 -VariableMetric: Iteration # 186 - FCN = 297148.2670479 Edm = 1030.2 NCalls = 1062 -VariableMetric: Iteration # 187 - FCN = 297148.2220111 Edm = 393.268 NCalls = 1066 -VariableMetric: Iteration # 188 - FCN = 297148.1798993 Edm = 527.757 NCalls = 1070 -VariableMetric: Iteration # 189 - FCN = 297148.137487 Edm = 374.526 NCalls = 1074 -VariableMetric: Iteration # 190 - FCN = 297148.1039752 Edm = 725.514 NCalls = 1078 -VariableMetric: Iteration # 191 - FCN = 297147.8738723 Edm = 80.1575 NCalls = 1081 -VariableMetric: Iteration # 192 - FCN = 297147.5509551 Edm = 45.7784 NCalls = 1084 -VariableMetric: Iteration # 193 - FCN = 297147.3594128 Edm = 41.2972 NCalls = 1087 -VariableMetric: Iteration # 194 - FCN = 297147.115243 Edm = 148.516 NCalls = 1090 -VariableMetric: Iteration # 195 - FCN = 297146.8846994 Edm = 200.078 NCalls = 1092 -VariableMetric: Iteration # 196 - FCN = 297146.7450922 Edm = 26.3227 NCalls = 1095 -VariableMetric: Iteration # 197 - FCN = 297146.6574762 Edm = 115.991 NCalls = 1097 -VariableMetric: Iteration # 198 - FCN = 297146.5509943 Edm = 68.7966 NCalls = 1099 -VariableMetric: Iteration # 199 - FCN = 297146.4856343 Edm = 10.062 NCalls = 1102 -VariableMetric: Iteration # 200 - FCN = 297146.2362737 Edm = 10.2525 NCalls = 1104 -VariableMetric: Iteration # 201 - FCN = 297145.7568808 Edm = 3.9401 NCalls = 1106 -VariableMetric: Iteration # 202 - FCN = 297144.8513241 Edm = 2.16373 NCalls = 1108 -VariableMetric: Iteration # 203 - FCN = 297144.5821792 Edm = 2.35736 NCalls = 1110 -VariableMetric: Iteration # 204 - FCN = 297144.2226651 Edm = 2.21936 NCalls = 1112 -VariableMetric: Iteration # 205 - FCN = 297144.0201689 Edm = 1.72405 NCalls = 1114 -VariableMetric: Iteration # 206 - FCN = 297143.7449692 Edm = 1.15765 NCalls = 1116 -VariableMetric: Iteration # 207 - FCN = 297143.5950309 Edm = 0.687389 NCalls = 1118 -VariableMetric: Iteration # 208 - FCN = 297143.1773878 Edm = 1.54808 NCalls = 1120 -VariableMetric: Iteration # 209 - FCN = 297143.0069866 Edm = 0.200478 NCalls = 1122 -VariableMetric: Iteration # 210 - FCN = 297142.8993485 Edm = 0.212813 NCalls = 1124 -VariableMetric: Iteration # 211 - FCN = 297142.6937266 Edm = 0.45134 NCalls = 1126 -VariableMetric: Iteration # 212 - FCN = 297142.5291513 Edm = 0.36131 NCalls = 1129 -VariableMetric: Iteration # 213 - FCN = 297142.0751164 Edm = 0.322165 NCalls = 1133 -VariableMetric: Iteration # 214 - FCN = 297141.9280158 Edm = 0.252342 NCalls = 1135 -VariableMetric: Iteration # 215 - FCN = 297141.7961034 Edm = 0.0780635 NCalls = 1137 -VariableMetric: Iteration # 216 - FCN = 297141.7409499 Edm = 0.0228802 NCalls = 1139 -VariableMetric: Iteration # 217 - FCN = 297141.7119073 Edm = 0.0175083 NCalls = 1141 -VariableMetric: Iteration # 218 - FCN = 297141.6835376 Edm = 0.0138035 NCalls = 1144 -VariableMetric: Iteration # 219 - FCN = 297141.6737808 Edm = 0.00594115 NCalls = 1146 -VariableMetric: Iteration # 220 - FCN = 297141.6674347 Edm = 0.00196377 NCalls = 1148 -VariableMetric: Iteration # 221 - FCN = 297141.6604672 Edm = 0.00421795 NCalls = 1150 -VariableMetric: Iteration # 222 - FCN = 297141.6456641 Edm = 0.00933756 NCalls = 1153 -VariableMetric: Iteration # 223 - FCN = 297141.6300814 Edm = 0.00504513 NCalls = 1156 -VariableMetric: Iteration # 224 - FCN = 297141.6257584 Edm = 0.000550953 NCalls = 1158 -VariableMetric: Iteration # 225 - FCN = 297141.6250895 Edm = 0.000169222 NCalls = 1160 -VariableMetric: Iteration # 226 - FCN = 297141.6245171 Edm = 0.000281186 NCalls = 1162 -VariableMetric: Iteration # 227 - FCN = 297141.6231617 Edm = 0.000667197 NCalls = 1164 -VariableMetric: Iteration # 228 - FCN = 297141.6210699 Edm = 0.000315483 NCalls = 1166 -VariableMetric: Iteration # 229 - FCN = 297141.6206321 Edm = 5.54077e-05 NCalls = 1168 -VariableMetric: After Hessian - FCN = 297141.6206321 Edm = 8.94219e-05 NCalls = 1657 -VariableMetric: Iteration # 230 - FCN = 297141.6206321 Edm = 8.94219e-05 NCalls = 1657 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302651.603204 Edm = 7.38915 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302651.603204 Edm = 7.38915 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298262.4722853 Edm = 1.0512 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298241.3394486 Edm = 19.4248 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 298185.7209483 Edm = 27.5169 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298154.2151473 Edm = 1.59554 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298150.8380398 Edm = 2.68296 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297917.9873545 Edm = 45.6498 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297702.297136 Edm = 9.27344 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297688.9221315 Edm = 5.42578 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297686.6923952 Edm = 0.413057 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297663.5882381 Edm = 0.556797 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297663.3850168 Edm = 0.958225 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297662.8725775 Edm = 0.067597 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297662.4872445 Edm = 0.322443 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297596.9362069 Edm = 15.4311 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297592.3172713 Edm = 2.35419 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297584.0802913 Edm = 2.99226 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297580.4798127 Edm = 2.48313 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297577.6713684 Edm = 0.514603 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297576.8721854 Edm = 0.0869645 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297576.5750193 Edm = 0.246067 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297572.1094079 Edm = 4.84118 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297572.0597613 Edm = 0.120531 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297571.2640934 Edm = 0.766769 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297561.9674036 Edm = 2.54438 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297554.1005877 Edm = 4.7268 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297545.111069 Edm = 16.3586 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297483.129468 Edm = 31.8017 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297410.9738546 Edm = 17.8982 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297392.4489597 Edm = 10.6457 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297381.2633965 Edm = 0.42954 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297380.8150989 Edm = 0.0437933 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297380.6621599 Edm = 0.0352907 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297380.6051732 Edm = 0.0209815 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297380.5753754 Edm = 0.0193895 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297380.4679995 Edm = 0.0719488 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297379.3477375 Edm = 1.16216 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297378.3609576 Edm = 2.12136 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297371.6770201 Edm = 6.65722 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297350.3235586 Edm = 10.7731 NCalls = 145 -VariableMetric: Iteration # 40 - FCN = 297342.9616351 Edm = 5.03826 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297339.1100305 Edm = 0.786156 NCalls = 150 -VariableMetric: Iteration # 42 - FCN = 297338.4338829 Edm = 0.0301831 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297338.4002468 Edm = 0.00278745 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 297338.3953591 Edm = 0.00221826 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297338.3671812 Edm = 0.0217303 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297338.1775554 Edm = 0.0317955 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297338.1153485 Edm = 0.0345159 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297338.005229 Edm = 0.0529656 NCalls = 170 -VariableMetric: Iteration # 49 - FCN = 297337.9587481 Edm = 0.192989 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297337.6291086 Edm = 0.687715 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297337.2284823 Edm = 0.601884 NCalls = 182 -VariableMetric: Iteration # 52 - FCN = 297336.5041281 Edm = 0.362285 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297336.0641091 Edm = 0.748867 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297335.7993408 Edm = 0.188544 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297335.380587 Edm = 0.0387682 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297335.3366332 Edm = 0.0111989 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297335.3237759 Edm = 0.00546201 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297335.3029367 Edm = 0.0224711 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297334.8495204 Edm = 0.402752 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297331.9452447 Edm = 0.283493 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297331.7193483 Edm = 0.0833146 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297331.6406171 Edm = 0.0270589 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297331.5746784 Edm = 0.0234224 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297331.555608 Edm = 0.00446149 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297331.5485364 Edm = 0.00106226 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297331.5462171 Edm = 0.000788205 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297331.5405393 Edm = 0.00577495 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297331.4778224 Edm = 0.0598114 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297331.0533895 Edm = 0.724708 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297329.6215302 Edm = 1.26249 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297326.9347724 Edm = 2.5383 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297323.6516437 Edm = 0.640795 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297322.9650851 Edm = 0.530074 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297322.483385 Edm = 0.0758386 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297322.4202473 Edm = 0.0484883 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297322.3645045 Edm = 0.0134941 NCalls = 265 -VariableMetric: Iteration # 77 - FCN = 297322.3238136 Edm = 0.0105107 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297322.3065727 Edm = 0.0119511 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297322.2942766 Edm = 0.000768117 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297322.2931945 Edm = 0.000224954 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297322.2916001 Edm = 0.000932796 NCalls = 277 -VariableMetric: Iteration # 82 - FCN = 297322.2826562 Edm = 0.00812731 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297322.0782363 Edm = 0.18394 NCalls = 285 -VariableMetric: Iteration # 84 - FCN = 297321.3358155 Edm = 1.88 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297319.5549713 Edm = 4.29334 NCalls = 295 -VariableMetric: Iteration # 86 - FCN = 297318.2818156 Edm = 1.65437 NCalls = 299 -VariableMetric: Iteration # 87 - FCN = 297315.4627952 Edm = 1.07744 NCalls = 304 -VariableMetric: Iteration # 88 - FCN = 297313.7867723 Edm = 0.605869 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297312.9012372 Edm = 0.603785 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297311.6630221 Edm = 1.9645 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297311.2870501 Edm = 0.334339 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297310.5827771 Edm = 0.119186 NCalls = 317 -VariableMetric: Iteration # 93 - FCN = 297310.4511171 Edm = 0.0430102 NCalls = 319 -VariableMetric: Iteration # 94 - FCN = 297310.4174352 Edm = 0.0051236 NCalls = 321 -VariableMetric: Iteration # 95 - FCN = 297310.4121163 Edm = 0.00375078 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297310.4034728 Edm = 0.00720469 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297310.2444689 Edm = 0.135091 NCalls = 330 -VariableMetric: Iteration # 98 - FCN = 297308.3081899 Edm = 2.41058 NCalls = 334 -VariableMetric: Iteration # 99 - FCN = 297303.4331756 Edm = 4.23933 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297298.3936665 Edm = 7.58212 NCalls = 341 -VariableMetric: Iteration # 101 - FCN = 297292.5883379 Edm = 1.76327 NCalls = 347 -VariableMetric: Iteration # 102 - FCN = 297290.5810047 Edm = 0.201217 NCalls = 349 -VariableMetric: Iteration # 103 - FCN = 297290.4525849 Edm = 0.0774127 NCalls = 351 -VariableMetric: Iteration # 104 - FCN = 297290.3895714 Edm = 0.00985289 NCalls = 353 -VariableMetric: Iteration # 105 - FCN = 297290.3775091 Edm = 0.00284853 NCalls = 355 -VariableMetric: Iteration # 106 - FCN = 297290.3735703 Edm = 0.00106487 NCalls = 357 -VariableMetric: Iteration # 107 - FCN = 297290.3723592 Edm = 0.000285739 NCalls = 359 -VariableMetric: Iteration # 108 - FCN = 297290.3711112 Edm = 0.00123376 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297290.3676538 Edm = 0.00335438 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297290.2772007 Edm = 0.0777962 NCalls = 370 -VariableMetric: Iteration # 111 - FCN = 297288.756406 Edm = 0.122417 NCalls = 374 -VariableMetric: Iteration # 112 - FCN = 297288.6180444 Edm = 0.00184595 NCalls = 376 -VariableMetric: Iteration # 113 - FCN = 297288.6162198 Edm = 6.55817e-05 NCalls = 377 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 321516.6812856 Edm = 39.2696 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 321516.6812856 Edm = 39.2696 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302568.2903666 Edm = 47.1564 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301236.9538734 Edm = 1057.45 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 300646.2585929 Edm = 43.5537 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 300604.9640853 Edm = 4.91318 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 300569.0565857 Edm = 24.1414 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 300226.5119398 Edm = 30.416 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 300193.5286509 Edm = 1.78746 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 300132.6904474 Edm = 58.1537 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298771.5258089 Edm = 545.041 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298690.3512215 Edm = 7028.47 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 298433.1516878 Edm = 7.80364e+06 NCalls = 55 -VariableMetric: Iteration # 12 - FCN = 298433.1516878 Edm = 7.80364e+06 NCalls = 66 -VariableMetric: After Hessian - FCN = 298433.1516878 Edm = 2.89997e+06 NCalls = 561 -VariableMetric: Iteration # 13 - FCN = 298433.1516878 Edm = 2.89997e+06 NCalls = 561 -VariableMetric: Iteration # 14 - FCN = 298241.3471085 Edm = 388092 NCalls = 572 -VariableMetric: Iteration # 15 - FCN = 298112.3323315 Edm = 994.624 NCalls = 575 -VariableMetric: Iteration # 16 - FCN = 298112.3323315 Edm = 994.624 NCalls = 586 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342561.6429607 Edm = 1108.91 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342561.6429607 Edm = 1108.91 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 316455.9043145 Edm = 95.9309 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 301621.5265073 Edm = 37.7663 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 301564.0399037 Edm = 11.9869 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 301560.4275867 Edm = 1.3197 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 301405.0888096 Edm = 92.8296 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 300944.3170799 Edm = 9.83243 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 300927.4749229 Edm = 4.91936 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 300920.937927 Edm = 4.54027 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 300820.2449844 Edm = 58.0286 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 299778.5434798 Edm = 113.455 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 299712.925619 Edm = 9.32512 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 299709.575711 Edm = 0.184386 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 299708.814581 Edm = 0.532758 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 299611.3456627 Edm = 127.183 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 299609.2288833 Edm = 1.68933 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 299569.6030378 Edm = 46.9782 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 299565.7380899 Edm = 3.5045 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 299118.238109 Edm = 456.361 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 299115.6903596 Edm = 0.823323 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 299113.3982377 Edm = 1.11861 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 299102.4177628 Edm = 8.97824 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 298966.0555645 Edm = 93.0468 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 298959.1939982 Edm = 34.5532 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 298719.4019789 Edm = 19.0641 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 298679.1161667 Edm = 35.1574 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 298029.3835801 Edm = 200.813 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297691.2118287 Edm = 156.53 NCalls = 108 -VariableMetric: Iteration # 28 - FCN = 297487.6156491 Edm = 26.2241 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297461.9191423 Edm = 0.643739 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297461.0349337 Edm = 0.110316 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297460.8769303 Edm = 0.0197779 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297460.7985608 Edm = 0.0473528 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297459.594396 Edm = 1.07483 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297343.7198071 Edm = 8.51286 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297329.9668566 Edm = 5.78745 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297326.8569675 Edm = 0.0122273 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297326.833881 Edm = 0.0124979 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297326.5098921 Edm = 0.330471 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297322.5352558 Edm = 3.52211 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297253.5763755 Edm = 7.18052 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297246.7939745 Edm = 0.20061 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297246.5928978 Edm = 0.010942 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297246.5814931 Edm = 0.00155389 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297246.5678443 Edm = 0.0108544 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297246.373711 Edm = 0.115284 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297241.7072852 Edm = 4.20694 NCalls = 166 -VariableMetric: Iteration # 47 - FCN = 297224.111204 Edm = 4.48162 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297218.3761306 Edm = 0.400565 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297218.0632256 Edm = 0.0512731 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297218.0180154 Edm = 0.00240854 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297218.0149617 Edm = 0.000370209 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297218.0103528 Edm = 0.00501727 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297217.5986779 Edm = 0.288214 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297217.5835839 Edm = 0.000367517 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297217.5696749 Edm = 0.0144188 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297216.9883859 Edm = 0.106815 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297212.5197485 Edm = 2.59517 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297206.8749572 Edm = 1.21874 NCalls = 204 -VariableMetric: Iteration # 59 - FCN = 297205.0778382 Edm = 0.264179 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297204.6670428 Edm = 0.995883 NCalls = 209 -VariableMetric: Iteration # 61 - FCN = 297204.2237921 Edm = 0.187222 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297203.9621802 Edm = 0.023572 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297203.9341268 Edm = 0.00279802 NCalls = 215 -VariableMetric: Iteration # 64 - FCN = 297203.9309923 Edm = 0.000517464 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297203.9296013 Edm = 0.00091346 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297203.902747 Edm = 0.0244785 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297203.3890603 Edm = 0.56498 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297195.7414161 Edm = 0.897182 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297195.4156647 Edm = 0.438974 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297195.1283734 Edm = 0.0368565 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297195.0615086 Edm = 0.00586662 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297195.0505452 Edm = 0.00185418 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297195.0488549 Edm = 0.00063235 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297195.0467464 Edm = 0.00174958 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297195.0319156 Edm = 0.0147373 NCalls = 250 -VariableMetric: Iteration # 76 - FCN = 297194.9729373 Edm = 0.0556252 NCalls = 256 -VariableMetric: Iteration # 77 - FCN = 297189.4311959 Edm = 3.12234 NCalls = 262 -VariableMetric: Iteration # 78 - FCN = 297188.2174943 Edm = 1.24127 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297186.8997679 Edm = 0.137652 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297186.7597272 Edm = 0.0244294 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297186.7389835 Edm = 0.00561118 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297186.7313996 Edm = 0.00121014 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297186.7297065 Edm = 0.000703307 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297186.7275077 Edm = 0.00166281 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297186.6771458 Edm = 0.0508775 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297185.1786155 Edm = 1.26917 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297175.1323744 Edm = 0.966413 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297173.9964328 Edm = 0.0472171 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297173.9244081 Edm = 0.0317202 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297173.9084075 Edm = 0.00852555 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297173.893131 Edm = 0.00157897 NCalls = 297 -VariableMetric: Iteration # 92 - FCN = 297173.8901242 Edm = 0.00137306 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297173.8777117 Edm = 0.012641 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297173.7482046 Edm = 0.168541 NCalls = 307 -VariableMetric: Iteration # 95 - FCN = 297173.7306223 Edm = 0.0165114 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297173.0750575 Edm = 0.668783 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297165.649815 Edm = 1.10127 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297164.1880747 Edm = 0.277698 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297163.9637427 Edm = 0.0456697 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297163.930154 Edm = 0.00375112 NCalls = 325 -VariableMetric: Iteration # 101 - FCN = 297163.9267694 Edm = 0.000167806 NCalls = 327 -VariableMetric: Iteration # 102 - FCN = 297163.9263051 Edm = 0.000289364 NCalls = 329 -VariableMetric: Iteration # 103 - FCN = 297163.8875367 Edm = 0.0368334 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297161.1600637 Edm = 1.08763 NCalls = 339 -VariableMetric: Iteration # 105 - FCN = 297159.9080896 Edm = 0.0898857 NCalls = 341 -VariableMetric: Iteration # 106 - FCN = 297159.8301703 Edm = 0.00271738 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297159.8276209 Edm = 0.000250676 NCalls = 343 -VariableMetric: Iteration # 108 - FCN = 297159.8272976 Edm = 0.000100795 NCalls = 345 -VariableMetric: Iteration # 109 - FCN = 297159.827079 Edm = 0.000131358 NCalls = 347 -VariableMetric: Iteration # 110 - FCN = 297159.8237349 Edm = 0.00369423 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297159.6810086 Edm = 0.0923612 NCalls = 358 -VariableMetric: Iteration # 112 - FCN = 297159.210792 Edm = 0.0509193 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297159.1711296 Edm = 0.0027406 NCalls = 362 -VariableMetric: Iteration # 114 - FCN = 297159.1684949 Edm = 0.000125321 NCalls = 363 -VariableMetric: Iteration # 115 - FCN = 297159.1683223 Edm = 2.09025e-05 NCalls = 365 -VariableMetric: After Hessian - FCN = 297159.1683223 Edm = 0.803975 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297159.1683223 Edm = 0.803975 NCalls = 838 -VariableMetric: Iteration # 117 - FCN = 297158.5065408 Edm = 0.173871 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297158.3765409 Edm = 0.0205509 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297158.3535783 Edm = 0.00461366 NCalls = 844 -VariableMetric: Iteration # 120 - FCN = 297158.3489514 Edm = 0.00246674 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297158.3456567 Edm = 0.00077047 NCalls = 847 -VariableMetric: Iteration # 122 - FCN = 297158.3445212 Edm = 9.79841e-05 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297158.3444036 Edm = 3.03823e-05 NCalls = 851 -VariableMetric: After Hessian - FCN = 297158.3444036 Edm = 9.44655e-05 NCalls = 1342 -VariableMetric: Iteration # 124 - FCN = 297158.3444036 Edm = 9.44655e-05 NCalls = 1342 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311829.315166 Edm = 34.5411 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311829.315166 Edm = 34.5411 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300788.355107 Edm = 2.01673 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 300752.8717555 Edm = 1.94787 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299304.1161667 Edm = 163.871 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 299213.5801251 Edm = 22.9056 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299191.9749404 Edm = 1.38506 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 299183.8990575 Edm = 6.77032 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298064.1254742 Edm = 124.533 NCalls = 41 -VariableMetric: Iteration # 8 - FCN = 298023.141994 Edm = 101.713 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297807.4961098 Edm = 9.03811 NCalls = 48 -VariableMetric: Iteration # 10 - FCN = 297790.847186 Edm = 1.67591 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 297781.8651855 Edm = 0.876888 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297781.251391 Edm = 0.216416 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297780.9633288 Edm = 0.0839988 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297780.7779742 Edm = 0.146737 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297772.7377036 Edm = 6.287 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297750.3791466 Edm = 2.11183 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297745.9506764 Edm = 3.45712 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297743.6600955 Edm = 0.646099 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297742.7766862 Edm = 0.117066 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297742.1029708 Edm = 0.443047 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297728.5350637 Edm = 14.12 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297708.9449133 Edm = 20.1541 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297653.475078 Edm = 135.187 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 297569.9826517 Edm = 15.2306 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297551.0917812 Edm = 0.502203 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297550.2592272 Edm = 0.247517 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297549.8354896 Edm = 0.0895128 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297549.1903154 Edm = 0.189371 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297548.906379 Edm = 0.0295944 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297548.7737461 Edm = 0.121529 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297546.3312908 Edm = 2.85679 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297546.2072144 Edm = 0.101663 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297541.1503412 Edm = 5.65003 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297511.2366197 Edm = 54.6409 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297511.1188002 Edm = 0.0341377 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297510.8211104 Edm = 0.185639 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297510.1831646 Edm = 0.226737 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297509.4454044 Edm = 0.766242 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297507.9068044 Edm = 1.64565 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297475.6635619 Edm = 14.805 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297475.4229777 Edm = 0.693053 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297474.5178216 Edm = 0.743632 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297461.4298031 Edm = 4.09455 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297431.818448 Edm = 9.96453 NCalls = 165 -VariableMetric: Iteration # 45 - FCN = 297430.664763 Edm = 5.70941 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297421.3785474 Edm = 2.45386 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297413.740675 Edm = 1.56346 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297410.1534122 Edm = 5.26494 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297392.5101811 Edm = 4.35402 NCalls = 185 -VariableMetric: Iteration # 50 - FCN = 297392.1112434 Edm = 0.560041 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297390.4180385 Edm = 0.901575 NCalls = 189 -VariableMetric: Iteration # 52 - FCN = 297382.2336016 Edm = 5.14335 NCalls = 194 -VariableMetric: Iteration # 53 - FCN = 297377.691087 Edm = 6.41475 NCalls = 197 -VariableMetric: Iteration # 54 - FCN = 297369.5182538 Edm = 1.78314 NCalls = 200 -VariableMetric: Iteration # 55 - FCN = 297356.5247411 Edm = 1.72488 NCalls = 204 -VariableMetric: Iteration # 56 - FCN = 297351.5451741 Edm = 2.19849 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297345.8427063 Edm = 1.16389 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297345.2755527 Edm = 0.160294 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297345.1552571 Edm = 0.0108429 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297345.0938449 Edm = 0.0450617 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297343.7550643 Edm = 0.573531 NCalls = 220 -VariableMetric: Iteration # 62 - FCN = 297342.3718158 Edm = 0.394239 NCalls = 223 -VariableMetric: Iteration # 63 - FCN = 297341.7922169 Edm = 0.39029 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297341.0279577 Edm = 0.57056 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297340.6310117 Edm = 0.408078 NCalls = 231 -VariableMetric: Iteration # 66 - FCN = 297340.3255198 Edm = 0.203684 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297340.0662285 Edm = 0.0556639 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297339.9872575 Edm = 0.0136262 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297339.976909 Edm = 0.00302807 NCalls = 240 -VariableMetric: Iteration # 70 - FCN = 297339.9712925 Edm = 0.00286828 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297339.8895025 Edm = 0.0870934 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297339.8138725 Edm = 0.0678789 NCalls = 250 -VariableMetric: Iteration # 73 - FCN = 297327.8767939 Edm = 7.92101 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297322.1914763 Edm = 1.81078 NCalls = 259 -VariableMetric: Iteration # 75 - FCN = 297319.8363842 Edm = 3.23866 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297317.8882309 Edm = 0.774277 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297316.1268808 Edm = 0.515449 NCalls = 265 -VariableMetric: Iteration # 78 - FCN = 297315.192914 Edm = 0.828877 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297314.4756598 Edm = 1.33952 NCalls = 273 -VariableMetric: Iteration # 80 - FCN = 297312.7386762 Edm = 2.49435 NCalls = 277 -VariableMetric: Iteration # 81 - FCN = 297310.5306904 Edm = 7.63005 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297310.1975693 Edm = 1.02461 NCalls = 284 -VariableMetric: Iteration # 83 - FCN = 297309.1912221 Edm = 1.20316 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297308.4711308 Edm = 0.178505 NCalls = 289 -VariableMetric: Iteration # 85 - FCN = 297308.3540483 Edm = 0.0403657 NCalls = 291 -VariableMetric: Iteration # 86 - FCN = 297308.2976693 Edm = 0.0241484 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297308.1897578 Edm = 0.0705474 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297306.4432081 Edm = 1.42195 NCalls = 300 -VariableMetric: Iteration # 89 - FCN = 297274.9864281 Edm = 8.38249 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297267.8411497 Edm = 9.87117 NCalls = 308 -VariableMetric: Iteration # 91 - FCN = 297264.6827809 Edm = 0.894844 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297264.0282243 Edm = 0.255307 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297263.8822384 Edm = 0.00812554 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297263.8733282 Edm = 0.000758558 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297263.8702665 Edm = 0.00184546 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297263.8498042 Edm = 0.0104091 NCalls = 322 -VariableMetric: Iteration # 97 - FCN = 297263.7473171 Edm = 0.0932475 NCalls = 325 -VariableMetric: Iteration # 98 - FCN = 297262.9633952 Edm = 0.735975 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297259.9187356 Edm = 1.00723 NCalls = 332 -VariableMetric: Iteration # 100 - FCN = 297258.0735366 Edm = 0.0185998 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297258.05406 Edm = 0.000482501 NCalls = 336 -VariableMetric: Iteration # 102 - FCN = 297258.0533648 Edm = 0.000174696 NCalls = 338 -VariableMetric: Iteration # 103 - FCN = 297258.0511506 Edm = 0.00232538 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297257.9933896 Edm = 0.0489962 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297256.9326154 Edm = 0.444803 NCalls = 351 -VariableMetric: Iteration # 106 - FCN = 297255.994372 Edm = 0.0237746 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297255.9711603 Edm = 0.000584749 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297255.9705725 Edm = 3.57823e-05 NCalls = 355 -VariableMetric: After Hessian - FCN = 297255.9705725 Edm = 3.57067 NCalls = 830 -VariableMetric: Iteration # 109 - FCN = 297255.9705725 Edm = 3.57067 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297255.5890438 Edm = 3.79918 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297255.4954454 Edm = 787.048 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297251.4202417 Edm = 1.12207 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297251.185273 Edm = 0.641948 NCalls = 841 -VariableMetric: Iteration # 114 - FCN = 297250.5742954 Edm = 0.0434259 NCalls = 844 -VariableMetric: Iteration # 115 - FCN = 297250.5131941 Edm = 0.00833519 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297250.4972499 Edm = 0.00336109 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297250.4918997 Edm = 0.00325354 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297250.4658144 Edm = 0.0390396 NCalls = 853 -VariableMetric: Iteration # 119 - FCN = 297250.4353588 Edm = 0.0544637 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297250.2833953 Edm = 0.0386802 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297250.2615702 Edm = 0.0468238 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297250.2187652 Edm = 0.0423986 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297250.208248 Edm = 0.00530665 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297250.1995667 Edm = 0.00149001 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297250.193023 Edm = 0.00212111 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297250.1856791 Edm = 0.00176743 NCalls = 877 -VariableMetric: Iteration # 127 - FCN = 297250.1830726 Edm = 0.000189224 NCalls = 879 -VariableMetric: Iteration # 128 - FCN = 297250.1828007 Edm = 4.18159e-05 NCalls = 881 -VariableMetric: After Hessian - FCN = 297250.1828007 Edm = 0.183154 NCalls = 1354 -VariableMetric: Iteration # 129 - FCN = 297250.1828007 Edm = 0.183154 NCalls = 1354 -VariableMetric: Iteration # 130 - FCN = 297250.0278056 Edm = 0.0101895 NCalls = 1356 -VariableMetric: Iteration # 131 - FCN = 297250.0103752 Edm = 0.00381501 NCalls = 1358 -VariableMetric: Iteration # 132 - FCN = 297250.0049876 Edm = 0.000492458 NCalls = 1360 -VariableMetric: Iteration # 133 - FCN = 297250.0044018 Edm = 8.12405e-05 NCalls = 1362 -VariableMetric: Iteration # 134 - FCN = 297250.004272 Edm = 3.51436e-05 NCalls = 1364 -VariableMetric: After Hessian - FCN = 297250.004272 Edm = 5.38347e-05 NCalls = 1845 -VariableMetric: Iteration # 135 - FCN = 297250.004272 Edm = 5.38347e-05 NCalls = 1845 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303838.1907728 Edm = 36.1053 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303838.1907728 Edm = 36.1053 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299358.1996052 Edm = 1.24707 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 299357.1050199 Edm = 2.28677 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298401.7581328 Edm = 74.3403 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298284.1183673 Edm = 4.28783 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298280.3539056 Edm = 0.158358 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298273.5651131 Edm = 3.88939 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298050.1305535 Edm = 58.5955 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297995.6094043 Edm = 26.188 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297834.5329669 Edm = 24.5109 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297816.4230478 Edm = 7.9466 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297808.5510316 Edm = 1.1917 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297805.8453772 Edm = 1.69519 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297564.6500933 Edm = 66.0325 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297527.7723426 Edm = 74.6282 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297506.7446105 Edm = 0.188617 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297506.4977916 Edm = 0.0360174 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297505.904176 Edm = 0.504346 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297471.9362139 Edm = 18.1109 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297428.1005287 Edm = 4.31714 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297421.8809468 Edm = 0.133723 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297421.7199429 Edm = 0.0389738 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297420.997703 Edm = 0.67967 NCalls = 76 -VariableMetric: Iteration # 23 - FCN = 297387.9476042 Edm = 12.0111 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297366.8343078 Edm = 1.74996 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297364.3849152 Edm = 0.15087 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297364.2702757 Edm = 0.0204294 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297363.9755588 Edm = 0.218383 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297356.7312065 Edm = 5.46868 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297288.0588323 Edm = 9.16047 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297278.2580681 Edm = 3.44318 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297275.9572784 Edm = 0.830971 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297273.6082518 Edm = 1.13822 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297270.5721729 Edm = 3.83327 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297268.139016 Edm = 1.55943 NCalls = 114 -VariableMetric: Iteration # 35 - FCN = 297265.4904463 Edm = 1.71035 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297265.1343063 Edm = 0.941026 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297264.4188329 Edm = 0.195912 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297264.2640163 Edm = 0.0785195 NCalls = 124 -VariableMetric: Iteration # 39 - FCN = 297264.1585223 Edm = 0.0457496 NCalls = 126 -VariableMetric: Iteration # 40 - FCN = 297264.0598652 Edm = 0.0101342 NCalls = 128 -VariableMetric: Iteration # 41 - FCN = 297264.0473266 Edm = 0.00336969 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297264.0419904 Edm = 0.00245371 NCalls = 132 -VariableMetric: Iteration # 43 - FCN = 297263.9964996 Edm = 0.0389281 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297263.3800921 Edm = 0.747762 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297259.4046651 Edm = 4.46116 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297259.3649458 Edm = 0.148201 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297256.8280233 Edm = 1.51306 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297253.0195239 Edm = 1.41762 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297250.1080034 Edm = 1.17335 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297247.6682536 Edm = 0.328572 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297247.1328731 Edm = 0.0751656 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297247.0086643 Edm = 0.0110158 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297246.9971044 Edm = 0.00163503 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297246.9936689 Edm = 0.00241057 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297246.9422855 Edm = 0.0608149 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297246.7230535 Edm = 0.198368 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297241.6337124 Edm = 0.586026 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297241.3261918 Edm = 0.0987552 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297241.2467562 Edm = 0.00602406 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297241.236926 Edm = 0.00327249 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297241.2276277 Edm = 0.00185665 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297241.2125577 Edm = 0.0123803 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297240.1717436 Edm = 1.3597 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297240.1094852 Edm = 0.0526153 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297239.7086847 Edm = 0.46156 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297238.359392 Edm = 0.771553 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297237.1646981 Edm = 0.0314206 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297237.1424964 Edm = 0.00276467 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297237.1399433 Edm = 0.000875476 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297237.1382866 Edm = 0.00061838 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297237.1359922 Edm = 0.00108276 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297237.1302791 Edm = 0.00497185 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297237.0809758 Edm = 0.0450793 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297234.9823698 Edm = 0.287447 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297234.549416 Edm = 0.0127923 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297234.5315586 Edm = 0.00151831 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297234.5303603 Edm = 0.000179613 NCalls = 244 -VariableMetric: Iteration # 78 - FCN = 297234.5300117 Edm = 0.00014299 NCalls = 246 -VariableMetric: Iteration # 79 - FCN = 297234.5281391 Edm = 0.00109325 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297234.5065516 Edm = 0.0200593 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297233.8079985 Edm = 0.420492 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297232.6867469 Edm = 0.10942 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297232.6163646 Edm = 0.0144875 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297232.6032999 Edm = 0.000410265 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297232.6027162 Edm = 0.000139434 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297232.6024588 Edm = 6.90616e-05 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297232.6022483 Edm = 0.000174288 NCalls = 268 -VariableMetric: Iteration # 88 - FCN = 297232.588726 Edm = 0.0134686 NCalls = 274 -VariableMetric: Iteration # 89 - FCN = 297231.8437532 Edm = 0.372448 NCalls = 279 -VariableMetric: Iteration # 90 - FCN = 297231.2094979 Edm = 0.0320089 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297231.1914831 Edm = 0.00119432 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297231.1903638 Edm = 3.9998e-05 NCalls = 286 -VariableMetric: After Hessian - FCN = 297231.1903638 Edm = 2.17882 NCalls = 761 -VariableMetric: Iteration # 93 - FCN = 297231.1903638 Edm = 2.17882 NCalls = 761 -VariableMetric: Iteration # 94 - FCN = 297231.1683386 Edm = 3.42102 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297229.2172805 Edm = 0.114866 NCalls = 766 -VariableMetric: Iteration # 96 - FCN = 297229.1109522 Edm = 6711.96 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297229.0812607 Edm = 207.69 NCalls = 772 -VariableMetric: Iteration # 98 - FCN = 297229.080686 Edm = 1048.17 NCalls = 776 -VariableMetric: Iteration # 99 - FCN = 297229.0253671 Edm = 146.656 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297228.9430691 Edm = 242.809 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297228.8911961 Edm = 37.1808 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297228.8577497 Edm = 17.5786 NCalls = 789 -VariableMetric: Iteration # 103 - FCN = 297228.8336809 Edm = 5.11897 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297228.794541 Edm = 7.48879 NCalls = 795 -VariableMetric: Iteration # 105 - FCN = 297228.7736401 Edm = 1.8733 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297228.7613365 Edm = 5.43075 NCalls = 801 -VariableMetric: Iteration # 107 - FCN = 297228.7538473 Edm = 16.3406 NCalls = 803 -VariableMetric: Iteration # 108 - FCN = 297228.6598133 Edm = 1.60881 NCalls = 805 -VariableMetric: Iteration # 109 - FCN = 297228.6045329 Edm = 0.472846 NCalls = 807 -VariableMetric: Iteration # 110 - FCN = 297228.5686277 Edm = 0.25589 NCalls = 809 -VariableMetric: Iteration # 111 - FCN = 297228.4663553 Edm = 2.70419 NCalls = 811 -VariableMetric: Iteration # 112 - FCN = 297228.4443163 Edm = 0.188095 NCalls = 813 -VariableMetric: Iteration # 113 - FCN = 297228.3926353 Edm = 0.095887 NCalls = 815 -VariableMetric: Iteration # 114 - FCN = 297228.3740951 Edm = 0.0900528 NCalls = 817 -VariableMetric: Iteration # 115 - FCN = 297228.3618789 Edm = 0.131756 NCalls = 819 -VariableMetric: Iteration # 116 - FCN = 297228.3522655 Edm = 0.104252 NCalls = 821 -VariableMetric: Iteration # 117 - FCN = 297228.3213632 Edm = 0.110499 NCalls = 823 -VariableMetric: Iteration # 118 - FCN = 297228.3146704 Edm = 0.0227793 NCalls = 825 -VariableMetric: Iteration # 119 - FCN = 297228.286448 Edm = 0.03473 NCalls = 828 -VariableMetric: Iteration # 120 - FCN = 297228.2750881 Edm = 0.0126494 NCalls = 830 -VariableMetric: Iteration # 121 - FCN = 297228.2625514 Edm = 0.0040827 NCalls = 832 -VariableMetric: Iteration # 122 - FCN = 297228.255625 Edm = 0.00247841 NCalls = 835 -VariableMetric: Iteration # 123 - FCN = 297228.2542276 Edm = 0.00188068 NCalls = 837 -VariableMetric: Iteration # 124 - FCN = 297228.2525575 Edm = 0.00101428 NCalls = 839 -VariableMetric: Iteration # 125 - FCN = 297228.2511796 Edm = 0.00106736 NCalls = 842 -VariableMetric: Iteration # 126 - FCN = 297228.2491225 Edm = 0.00195751 NCalls = 845 -VariableMetric: Iteration # 127 - FCN = 297228.2458133 Edm = 0.00298997 NCalls = 850 -VariableMetric: Iteration # 128 - FCN = 297228.24529 Edm = 0.00136706 NCalls = 853 -VariableMetric: Iteration # 129 - FCN = 297228.2426493 Edm = 0.00380483 NCalls = 856 -VariableMetric: Iteration # 130 - FCN = 297228.2362649 Edm = 0.00454648 NCalls = 861 -VariableMetric: Iteration # 131 - FCN = 297228.2356935 Edm = 0.00093137 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297228.2338479 Edm = 0.00244051 NCalls = 867 -VariableMetric: Iteration # 133 - FCN = 297228.227424 Edm = 0.00391344 NCalls = 871 -VariableMetric: Iteration # 134 - FCN = 297228.2208297 Edm = 0.00361494 NCalls = 874 -VariableMetric: Iteration # 135 - FCN = 297228.2119699 Edm = 0.0115118 NCalls = 878 -VariableMetric: Iteration # 136 - FCN = 297228.2026515 Edm = 0.00506434 NCalls = 882 -VariableMetric: Iteration # 137 - FCN = 297228.1968716 Edm = 0.0048971 NCalls = 884 -VariableMetric: Iteration # 138 - FCN = 297228.1937028 Edm = 0.000423942 NCalls = 886 -VariableMetric: Iteration # 139 - FCN = 297228.1929342 Edm = 0.000155377 NCalls = 888 -VariableMetric: Iteration # 140 - FCN = 297228.1927451 Edm = 7.68619e-05 NCalls = 890 -VariableMetric: Iteration # 141 - FCN = 297228.1926814 Edm = 5.10043e-05 NCalls = 892 -VariableMetric: After Hessian - FCN = 297228.1926814 Edm = 0.00017279 NCalls = 1375 -VariableMetric: Iteration # 142 - FCN = 297228.1926814 Edm = 0.00017279 NCalls = 1375 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1457 (1457 total) | -| EDM = 0.0123 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297225.44079330016 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.97 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.53 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.54 | 0.03 | | | -2 | 2 | | -| 3 | p4415_p | 3.52 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.13 | 0.31 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.50 | 0.26 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -3.14 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 0.4 | 0.9 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.37 | 0.14 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.36 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 1.11 | 0.07 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.78 | 0.16 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -3.0 | 1.0 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.10 | 0.21 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.05 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 20| omega_s | 5.8 | 1.2 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 20.3 | 1.8 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.24 | 0.31 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.17 | 0.10 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.061 -0.048 -0.011 -0.014 -0.000 0.021 -0.023 -0.019 0.140 -0.052 0.074 0.001 -0.040 0.285 -0.183 0.095 0.042 0.335 0.012 -0.001 -0.029 0.004 -0.071 | -| rho_p | 0.061 1.000 -0.018 0.034 -0.167 -0.125 0.006 -0.017 -0.006 0.025 -0.018 0.047 0.003 0.001 -0.006 0.002 0.096 -0.017 -0.007 0.024 0.083 -0.150 0.114 -0.292 | -| bplus_0 | -0.048 -0.018 1.000 0.028 0.001 0.034 0.007 0.067 0.017 0.010 0.087 -0.054 -0.954 -0.036 0.050 -0.057 0.000 -0.012 -0.067 -0.061 0.126 0.057 -0.279 -0.108 | -| p4415_p | -0.011 0.034 0.028 1.000 -0.005 0.006 0.091 0.140 0.093 0.176 0.509 -0.085 0.050 -0.065 0.350 -0.445 -0.161 0.348 -0.213 0.060 0.013 -0.012 -0.028 -0.156 | -| phi_p | -0.014 -0.167 0.001 -0.005 1.000 0.036 -0.003 0.004 0.003 -0.005 0.007 -0.009 0.007 -0.000 0.002 -0.010 -0.018 -0.014 0.002 -0.003 -0.072 0.887 0.080 0.074 | -| omega_p | -0.000 -0.125 0.034 0.006 0.036 1.000 0.004 0.004 0.003 -0.001 0.009 -0.002 -0.031 -0.003 0.007 -0.007 0.001 0.001 -0.005 -0.004 0.583 0.048 -0.047 -0.010 | -| p3770_s | 0.021 0.006 0.007 0.091 -0.003 0.004 1.000 -0.022 -0.049 -0.349 0.153 0.057 0.015 0.024 0.171 0.074 0.092 0.299 -0.028 -0.171 0.008 -0.005 -0.016 0.077 | -| p3770_p | -0.023 -0.017 0.067 0.140 0.004 0.004 -0.022 1.000 0.175 -0.335 0.284 -0.127 -0.020 0.053 0.329 0.089 0.086 0.216 -0.118 0.038 0.010 0.008 -0.028 -0.006 | -| psi2s_p | -0.019 -0.006 0.017 0.093 0.003 0.003 -0.049 0.175 1.000 -0.220 0.147 0.003 0.022 -0.007 0.108 -0.057 0.274 0.287 -0.009 -0.093 0.004 0.003 -0.010 -0.012 | -| Dbar_p | 0.140 0.025 0.010 0.176 -0.005 -0.001 -0.349 -0.335 -0.220 1.000 0.015 0.260 -0.027 -0.105 -0.162 -0.802 -0.558 0.002 0.074 0.482 -0.002 -0.011 0.002 -0.150 | -| p4160_p | -0.052 -0.018 0.087 0.509 0.007 0.009 0.153 0.284 0.147 0.015 1.000 -0.356 0.047 -0.027 0.463 -0.404 -0.295 0.497 -0.185 0.056 0.019 0.013 -0.043 -0.070 | -| p4040_s | 0.074 0.047 -0.054 -0.085 -0.009 -0.002 0.057 -0.127 0.003 0.260 -0.356 1.000 -0.009 -0.051 -0.200 -0.237 0.101 0.021 0.224 0.071 -0.005 -0.022 0.014 -0.041 | -| bplus_1 | 0.001 0.003 -0.954 0.050 0.007 -0.031 0.015 -0.020 0.022 -0.027 0.047 -0.009 1.000 -0.021 0.041 -0.016 0.041 0.063 -0.060 -0.048 -0.117 -0.046 0.251 -0.052 | -| DDstar_s | -0.040 0.001 -0.036 -0.065 -0.000 -0.003 0.024 0.053 -0.007 -0.105 -0.027 -0.051 -0.021 1.000 -0.008 0.127 0.056 -0.047 0.002 -0.064 -0.008 -0.002 0.019 0.069 | -| p4040_p | 0.285 -0.006 0.050 0.350 0.002 0.007 0.171 0.329 0.108 -0.162 0.463 -0.200 0.041 -0.008 1.000 -0.221 -0.140 0.428 -0.091 -0.048 0.015 0.004 -0.032 -0.010 | -| DDstar_p | -0.183 0.002 -0.057 -0.445 -0.010 -0.007 0.074 0.089 -0.057 -0.802 -0.404 -0.237 -0.016 0.127 -0.221 1.000 0.529 -0.440 0.025 -0.393 -0.010 -0.011 0.022 0.133 | -| Ctt | 0.095 0.096 0.000 -0.161 -0.018 0.001 0.092 0.086 0.274 -0.558 -0.295 0.101 0.041 0.056 -0.140 0.529 1.000 -0.295 0.118 -0.426 0.011 -0.036 -0.027 -0.432 | -| jpsi_p | 0.042 -0.017 -0.012 0.348 -0.014 0.001 0.299 0.216 0.287 0.002 0.497 0.021 0.063 -0.047 0.428 -0.440 -0.295 1.000 -0.108 0.105 -0.000 -0.017 -0.008 0.129 | -| p4415_s | 0.335 -0.007 -0.067 -0.213 0.002 -0.005 -0.028 -0.118 -0.009 0.074 -0.185 0.224 -0.060 0.002 -0.091 0.025 0.118 -0.108 1.000 0.062 -0.017 -0.001 0.038 0.181 | -| Dbar_s | 0.012 0.024 -0.061 0.060 -0.003 -0.004 -0.171 0.038 -0.093 0.482 0.056 0.071 -0.048 -0.064 -0.048 -0.393 -0.426 0.105 0.062 1.000 -0.014 -0.012 0.033 0.019 | -| omega_s | -0.001 0.083 0.126 0.013 -0.072 0.583 0.008 0.010 0.004 -0.002 0.019 -0.005 -0.117 -0.008 0.015 -0.010 0.011 -0.000 -0.017 -0.014 1.000 -0.032 -0.416 -0.055 | -| phi_s | -0.029 -0.150 0.057 -0.012 0.887 0.048 -0.005 0.008 0.003 -0.011 0.013 -0.022 -0.046 -0.002 0.004 -0.011 -0.036 -0.017 -0.001 -0.012 -0.032 1.000 0.031 0.119 | -| rho_s | 0.004 0.114 -0.279 -0.028 0.080 -0.047 -0.016 -0.028 -0.010 0.002 -0.043 0.014 0.251 0.019 -0.032 0.022 -0.027 -0.008 0.038 0.033 -0.416 0.031 1.000 0.108 | -| bplus_2 | -0.071 -0.292 -0.108 -0.156 0.074 -0.010 0.077 -0.006 -0.012 -0.150 -0.070 -0.041 -0.052 0.069 -0.010 0.133 -0.432 0.129 0.181 0.019 -0.055 0.119 0.108 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16855701867649375}), (, {'error': 0.30247175333843357}), (, {'error': 0.0342328249914754}), (, {'error': 0.22849655683590964}), (, {'error': 0.38150973239946273}), (, {'error': 0.30549829619143365}), (, {'error': 0.26362122178727154}), (, {'error': 0.12000167813081597}), (, {'error': 0.0354059190601026}), (, {'error': 0.8508134094593909}), (, {'error': 0.14113088284724862}), (, {'error': 0.17414870036333663}), (, {'error': 0.06909910304980516}), (, {'error': 0.05264956805821325}), (, {'error': 0.16496586363293897}), (, {'error': 0.9595262008806913}), (, {'error': 0.21099823822302777}), (, {'error': 0.03374903410709118}), (, {'error': 0.1967792410245559}), (, {'error': 0.3943961669610888}), (, {'error': 1.1973578358356431}), (, {'error': 1.7563592282503588}), (, {'error': 0.3123664694110614}), (, {'error': 0.09790858943956637})]) -Toy 1/25 -Time taken: 6 min, 15 s -Projected time left: 2 h, 30 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1831 (1831 total) | -| EDM = 0.00113 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297303.7825001816 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.55 | 0.12 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.40 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.449 | 0.009 | | | -2 | 2 | | -| 3 | p4415_p | -2.50 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 6.23 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.07 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.4 | 0.3 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.88 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.800 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 0.5 | 4.7 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 3.77 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.17 | 0.12 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.854 | 0.017 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.94 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.07 | 0.22 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -4.686 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.30 | 0.15 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.07 | 0.41 | | | -0.3 | 0.3 | | -| 20| omega_s | 4.9 | 0.9 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 17.3 | 0.8 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.25 | 0.25 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.21 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.027 0.073 -0.019 0.005 0.004 0.128 -0.071 0.057 -0.130 0.032 -0.054 0.074 0.053 0.248 0.083 0.185 0.087 0.120 -0.135 0.012 0.002 -0.018 0.097 | -| rho_p | 0.027 1.000 0.032 0.053 0.038 -0.091 0.062 -0.043 0.043 -0.065 0.052 0.013 0.027 0.032 0.061 0.056 0.056 0.061 -0.018 -0.065 0.158 0.071 0.123 -0.043 | -| bplus_0 | 0.073 0.032 1.000 0.498 0.005 0.023 0.696 -0.419 0.525 -0.846 0.623 -0.033 0.644 0.530 0.698 0.739 0.776 0.578 -0.274 -0.850 0.086 0.094 -0.151 0.664 | -| p4415_p | -0.019 0.053 0.498 1.000 0.010 0.017 0.495 -0.252 0.352 -0.586 0.515 -0.085 0.502 0.438 0.514 0.503 0.533 0.424 -0.200 -0.582 0.055 0.048 -0.083 0.448 | -| phi_p | 0.005 0.038 0.005 0.010 1.000 0.011 0.012 -0.009 0.008 -0.014 0.010 0.002 0.008 0.009 0.012 0.011 0.011 0.008 -0.003 -0.013 -0.006 0.412 0.006 -0.001 | -| omega_p | 0.004 -0.091 0.023 0.017 0.011 1.000 0.023 -0.014 0.017 -0.027 0.020 0.001 0.021 0.018 0.022 0.023 0.024 0.018 -0.008 -0.027 0.428 0.019 -0.022 0.016 | -| p3770_s | 0.128 0.062 0.696 0.495 0.012 0.023 1.000 -0.479 0.425 -0.837 0.606 0.054 0.697 0.625 0.675 0.757 0.752 0.614 -0.215 -0.824 0.077 0.073 -0.117 0.686 | -| p3770_p | -0.071 -0.043 -0.419 -0.252 -0.009 -0.014 -0.479 1.000 -0.289 0.470 -0.283 -0.018 -0.425 -0.273 -0.344 -0.433 -0.458 -0.335 0.098 0.497 -0.048 -0.045 0.068 -0.421 | -| psi2s_p | 0.057 0.043 0.525 0.352 0.008 0.017 0.425 -0.289 1.000 -0.635 0.442 0.001 0.525 0.476 0.477 0.546 0.632 0.493 -0.166 -0.619 0.057 0.056 -0.086 0.534 | -| Dbar_p | -0.130 -0.065 -0.846 -0.586 -0.014 -0.027 -0.837 0.470 -0.635 1.000 -0.731 0.006 -0.849 -0.702 -0.825 -0.925 -0.914 -0.711 0.268 0.983 -0.093 -0.094 0.138 -0.835 | -| p4160_p | 0.032 0.052 0.623 0.515 0.010 0.020 0.606 -0.283 0.442 -0.731 1.000 -0.205 0.625 0.611 0.613 0.647 0.619 0.542 -0.154 -0.714 0.067 0.065 -0.102 0.576 | -| p4040_s | -0.054 0.013 -0.033 -0.085 0.002 0.001 0.054 -0.018 0.001 0.006 -0.205 1.000 -0.032 -0.039 -0.058 -0.055 0.070 0.019 0.056 0.002 -0.001 -0.007 0.001 0.004 | -| bplus_1 | 0.074 0.027 0.644 0.502 0.008 0.021 0.697 -0.425 0.525 -0.849 0.625 -0.032 1.000 0.530 0.700 0.740 0.779 0.584 -0.276 -0.852 0.076 0.086 -0.122 0.667 | -| DDstar_s | 0.053 0.032 0.530 0.438 0.009 0.018 0.625 -0.273 0.476 -0.702 0.611 -0.039 0.530 1.000 0.624 0.663 0.661 0.537 -0.257 -0.722 0.060 0.067 -0.084 0.598 | -| p4040_p | 0.248 0.061 0.698 0.514 0.012 0.022 0.675 -0.344 0.477 -0.825 0.613 -0.058 0.700 0.624 1.000 0.741 0.726 0.588 -0.191 -0.814 0.076 0.073 -0.115 0.669 | -| DDstar_p | 0.083 0.056 0.739 0.503 0.011 0.023 0.757 -0.433 0.546 -0.925 0.647 -0.055 0.740 0.663 0.741 1.000 0.853 0.591 -0.273 -0.923 0.082 0.083 -0.120 0.766 | -| Ctt | 0.185 0.056 0.776 0.533 0.011 0.024 0.752 -0.458 0.632 -0.914 0.619 0.070 0.779 0.661 0.726 0.853 1.000 0.595 -0.181 -0.913 0.083 0.084 -0.124 0.685 | -| jpsi_p | 0.087 0.061 0.578 0.424 0.008 0.018 0.614 -0.335 0.493 -0.711 0.542 0.019 0.584 0.537 0.588 0.591 0.595 1.000 -0.202 -0.687 0.062 0.050 -0.099 0.594 | -| p4415_s | 0.120 -0.018 -0.274 -0.200 -0.003 -0.008 -0.215 0.098 -0.166 0.268 -0.154 0.056 -0.276 -0.257 -0.191 -0.273 -0.181 -0.202 1.000 0.263 -0.027 -0.028 0.041 -0.177 | -| Dbar_s | -0.135 -0.065 -0.850 -0.582 -0.013 -0.027 -0.824 0.497 -0.619 0.983 -0.714 0.002 -0.852 -0.722 -0.814 -0.923 -0.913 -0.687 0.263 1.000 -0.093 -0.094 0.138 -0.833 | -| omega_s | 0.012 0.158 0.086 0.055 -0.006 0.428 0.077 -0.048 0.057 -0.093 0.067 -0.001 0.076 0.060 0.076 0.082 0.083 0.062 -0.027 -0.093 1.000 0.038 -0.320 0.070 | -| phi_s | 0.002 0.071 0.094 0.048 0.412 0.019 0.073 -0.045 0.056 -0.094 0.065 -0.007 0.086 0.067 0.073 0.083 0.084 0.050 -0.028 -0.094 0.038 1.000 -0.019 0.110 | -| rho_s | -0.018 0.123 -0.151 -0.083 0.006 -0.022 -0.117 0.068 -0.086 0.138 -0.102 0.001 -0.122 -0.084 -0.115 -0.120 -0.124 -0.099 0.041 0.138 -0.320 -0.019 1.000 -0.108 | -| bplus_2 | 0.097 -0.043 0.664 0.448 -0.001 0.016 0.686 -0.421 0.534 -0.835 0.576 0.004 0.667 0.598 0.669 0.766 0.685 0.594 -0.177 -0.833 0.070 0.110 -0.108 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.12330093538809628}), (, {'error': 0.22598230371575712}), (, {'error': 0.008734565287086826}), (, {'error': 0.15568725826251328}), (, {'error': 0.16352661002990576}), (, {'error': 0.2508336309273078}), (, {'error': 0.3190016303184575}), (, {'error': 0.10897835325626248}), (, {'error': 0.030953969884343735}), (, {'error': 4.708217372148801}), (, {'error': 0.0894948536762108}), (, {'error': 0.12275408962978096}), (, {'error': 0.016858272457683787}), (, {'error': 0.5011737996960095}), (, {'error': 0.20159000742453892}), (, {'error': 0.4406739469973182}), (, {'error': 0.22154158679301417}), (, {'error': 0.025961384949593214}), (, {'error': 0.1489817100332429}), (, {'error': 0.41463701900194516}), (, {'error': 0.8928810266346234}), (, {'error': 0.7756280920678602}), (, {'error': 0.24921508107251766}), (, {'error': 0.07211154286714505})]) -Toy 2/25 -Time taken: 12 min, 33 s -Projected time left: 2 h, 24 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1348 (1348 total) | -| EDM = 3.24E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297593.2944591611 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.54 | 0.19 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.432 | 0.011 | | | -2 | 2 | | -| 3 | p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 6.01 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.95 | 0.24 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.72 | 0.20 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.84 | 0.15 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.61 | 0.19 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.811 | 0.022 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.25 | 0.14 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.126 | 0.023 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.25 | 0.55 | | | -0.3 | 0.3 | | -| 20| omega_s | 6.4 | 0.8 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 15.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.07 | 0.26 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.12 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 -0.109 -0.524 -0.025 0.005 -0.001 -0.207 -0.533 0.152 0.125 0.250 0.209 -0.562 -0.070 0.595 0.673 -0.203 0.307 0.038 0.667 0.052 0.023 -0.152 0.101 | -| rho_p | -0.109 1.000 0.217 0.005 0.104 0.013 0.106 0.175 -0.039 -0.071 -0.075 -0.105 0.203 0.025 -0.113 -0.201 0.104 -0.054 -0.012 -0.212 0.034 0.096 0.142 0.220 | -| bplus_0 | -0.524 0.217 1.000 0.023 0.006 0.000 0.313 0.662 -0.190 -0.226 -0.317 -0.419 0.466 0.046 -0.516 -0.762 0.250 -0.287 -0.053 -0.783 -0.081 -0.049 0.221 -0.057 | -| p4415_p | -0.025 0.005 0.023 1.000 -0.000 0.000 0.008 0.023 -0.010 -0.003 -0.018 -0.015 0.024 0.002 -0.024 -0.031 0.009 -0.017 -0.016 -0.029 -0.002 -0.001 0.006 -0.000 | -| phi_p | 0.005 0.104 0.006 -0.000 1.000 -0.002 0.008 0.002 0.008 -0.005 0.009 0.001 0.005 0.003 0.008 0.006 -0.005 0.011 0.001 -0.001 -0.014 0.540 -0.002 0.021 | -| omega_p | -0.001 0.013 0.000 0.000 -0.002 1.000 -0.000 0.000 -0.001 0.000 -0.001 -0.000 0.000 -0.000 -0.001 -0.001 0.000 -0.001 -0.000 -0.000 -0.066 -0.002 0.000 -0.001 | -| p3770_s | -0.207 0.106 0.313 0.008 0.008 -0.000 1.000 0.346 -0.134 -0.070 0.078 -0.171 0.316 0.069 -0.096 -0.268 0.030 0.188 -0.011 -0.421 -0.028 -0.031 0.056 -0.026 | -| p3770_p | -0.533 0.175 0.662 0.023 0.002 0.000 0.346 1.000 -0.050 -0.283 -0.105 -0.537 0.695 0.122 -0.418 -0.731 0.235 -0.136 -0.043 -0.847 -0.065 -0.044 0.168 -0.001 | -| psi2s_p | 0.152 -0.039 -0.190 -0.010 0.008 -0.001 -0.134 -0.050 1.000 -0.040 0.298 0.164 -0.205 0.027 0.221 0.359 0.006 0.475 0.027 0.204 0.020 0.008 -0.062 -0.034 | -| Dbar_p | 0.125 -0.071 -0.226 -0.003 -0.005 0.000 -0.070 -0.283 -0.040 1.000 -0.093 0.063 -0.236 -0.151 0.091 0.007 0.253 -0.159 0.001 0.121 0.024 0.019 -0.055 -0.110 | -| p4160_p | 0.250 -0.075 -0.317 -0.018 0.009 -0.001 0.078 -0.105 0.298 -0.093 1.000 -0.008 -0.339 -0.025 0.302 0.465 -0.413 0.540 0.047 0.303 0.033 0.018 -0.094 -0.031 | -| p4040_s | 0.209 -0.105 -0.419 -0.015 0.001 -0.000 -0.171 -0.537 0.164 0.063 -0.008 1.000 -0.445 -0.047 0.259 0.554 -0.018 0.190 0.028 0.586 0.041 0.025 -0.112 0.029 | -| bplus_1 | -0.562 0.203 0.466 0.024 0.005 0.000 0.316 0.695 -0.205 -0.236 -0.339 -0.445 1.000 0.046 -0.553 -0.806 0.268 -0.314 -0.056 -0.828 -0.056 -0.045 0.144 -0.085 | -| DDstar_s | -0.070 0.025 0.046 0.002 0.003 -0.000 0.069 0.122 0.027 -0.151 -0.025 -0.047 0.046 1.000 -0.053 -0.100 0.001 0.040 -0.006 -0.146 -0.003 -0.007 0.004 0.014 | -| p4040_p | 0.595 -0.113 -0.516 -0.024 0.008 -0.001 -0.096 -0.418 0.221 0.091 0.302 0.259 -0.553 -0.053 1.000 0.698 -0.340 0.483 0.050 0.611 0.052 0.025 -0.152 0.018 | -| DDstar_p | 0.673 -0.201 -0.762 -0.031 0.006 -0.001 -0.268 -0.731 0.359 0.007 0.465 0.554 -0.806 -0.100 0.698 1.000 -0.433 0.565 0.069 0.946 0.075 0.050 -0.202 -0.017 | -| Ctt | -0.203 0.104 0.250 0.009 -0.005 0.000 0.030 0.235 0.006 0.253 -0.413 -0.018 0.268 0.001 -0.340 -0.433 1.000 -0.402 -0.035 -0.394 -0.031 -0.030 0.068 0.467 | -| jpsi_p | 0.307 -0.054 -0.287 -0.017 0.011 -0.001 0.188 -0.136 0.475 -0.159 0.540 0.190 -0.314 0.040 0.483 0.565 -0.402 1.000 0.047 0.339 0.029 0.003 -0.102 -0.111 | -| p4415_s | 0.038 -0.012 -0.053 -0.016 0.001 -0.000 -0.011 -0.043 0.027 0.001 0.047 0.028 -0.056 -0.006 0.050 0.069 -0.035 0.047 1.000 0.061 0.005 0.003 -0.015 0.007 | -| Dbar_s | 0.667 -0.212 -0.783 -0.029 -0.001 -0.000 -0.421 -0.847 0.204 0.121 0.303 0.586 -0.828 -0.146 0.611 0.946 -0.394 0.339 0.061 1.000 0.076 0.051 -0.201 0.006 | -| omega_s | 0.052 0.034 -0.081 -0.002 -0.014 -0.066 -0.028 -0.065 0.020 0.024 0.033 0.041 -0.056 -0.003 0.052 0.075 -0.031 0.029 0.005 0.076 1.000 0.031 -0.446 0.006 | -| phi_s | 0.023 0.096 -0.049 -0.001 0.540 -0.002 -0.031 -0.044 0.008 0.019 0.018 0.025 -0.045 -0.007 0.025 0.050 -0.030 0.003 0.003 0.051 0.031 1.000 -0.030 -0.063 | -| rho_s | -0.152 0.142 0.221 0.006 -0.002 0.000 0.056 0.168 -0.062 -0.055 -0.094 -0.112 0.144 0.004 -0.152 -0.202 0.068 -0.102 -0.015 -0.201 -0.446 -0.030 1.000 -0.085 | -| bplus_2 | 0.101 0.220 -0.057 -0.000 0.021 -0.001 -0.026 -0.001 -0.034 -0.110 -0.031 0.029 -0.085 0.014 0.018 -0.017 0.467 -0.111 0.007 0.006 0.006 -0.063 -0.085 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19426451449551796}), (, {'error': 0.3224910147027793}), (, {'error': 0.010853578533341235}), (, {'error': 0.10355395915772148}), (, {'error': 0.18930590962670202}), (, {'error': 0.06378283623140124}), (, {'error': 0.24388919129925624}), (, {'error': 0.19663126613957704}), (, {'error': 0.03329561322242558}), (, {'error': 0.3497242626122059}), (, {'error': 0.14691013845873657}), (, {'error': 0.18933035962761807}), (, {'error': 0.022312355319942467}), (, {'error': 0.06123421218962166}), (, {'error': 0.3624785698850872}), (, {'error': 7.968346791394924}), (, {'error': 0.1418002027946308}), (, {'error': 0.03851357811490708}), (, {'error': 0.023157447340895435}), (, {'error': 0.5489341056252021}), (, {'error': 0.7977239956059368}), (, {'error': 0.8835549445136941}), (, {'error': 0.26368072033784423}), (, {'error': 0.0517741511933657})]) -Toy 3/25 -Time taken: 17 min, 32 s -Projected time left: 2 h, 8 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1220 (1220 total) | -| EDM = 0.00285 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297313.42691073456 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.24 | 0.18 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 3 | p4415_p | 4.21 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.94 | 0.13 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.85 | 0.19 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.36 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.881 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.05 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.80 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.032 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.25 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.66 | 0.21 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -1.641 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.06 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 20| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 21.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.28 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.069 -0.033 -0.189 -0.021 0.014 0.018 -0.073 -0.048 -0.060 -0.162 0.130 0.011 0.003 0.278 -0.075 0.286 -0.021 0.313 -0.000 0.000 -0.050 -0.004 -0.148 | -| rho_p | 0.069 1.000 -0.050 0.048 -0.243 0.119 0.028 -0.010 0.008 0.034 -0.000 0.055 0.028 -0.000 0.007 0.012 0.097 -0.072 0.022 0.000 -0.001 -0.152 0.116 -0.233 | -| bplus_0 | -0.033 -0.050 1.000 -0.018 -0.001 -0.227 -0.017 0.035 -0.021 -0.045 -0.003 -0.040 -0.922 0.001 -0.021 -0.078 0.038 0.090 -0.029 0.002 0.000 0.154 -0.385 -0.169 | -| p4415_p | -0.189 0.048 -0.018 1.000 -0.017 0.000 -0.021 0.034 -0.086 -0.073 0.258 -0.188 0.105 0.027 0.135 -0.106 -0.007 -0.018 -0.143 0.015 0.000 -0.034 -0.022 -0.227 | -| phi_p | -0.021 -0.243 -0.001 -0.017 1.000 0.064 -0.010 0.006 -0.003 -0.003 -0.002 -0.017 0.006 0.002 -0.005 0.002 -0.026 0.021 -0.006 0.001 0.001 0.395 0.121 0.075 | -| omega_p | 0.014 0.119 -0.227 0.000 0.064 1.000 0.009 0.003 0.007 0.028 -0.002 0.013 0.194 0.002 0.002 0.048 0.001 -0.010 0.015 -0.000 -0.021 -0.032 0.630 0.029 | -| p3770_s | 0.018 0.028 -0.017 -0.021 -0.010 0.009 1.000 -0.184 -0.459 0.001 -0.018 0.091 -0.048 0.039 -0.054 0.122 -0.150 -0.043 0.016 0.036 0.000 -0.026 0.004 0.068 | -| p3770_p | -0.073 -0.010 0.035 0.034 0.006 0.003 -0.184 1.000 0.035 0.363 0.193 -0.166 -0.129 0.036 0.169 0.194 -0.244 0.092 -0.069 0.038 0.000 0.007 0.009 0.082 | -| psi2s_p | -0.048 0.008 -0.021 -0.086 -0.003 0.007 -0.459 0.035 1.000 0.027 -0.153 -0.006 0.017 0.032 -0.220 -0.070 0.207 -0.002 0.029 0.034 0.000 -0.011 0.009 -0.034 | -| Dbar_p | -0.060 0.034 -0.045 -0.073 -0.003 0.028 0.001 0.363 0.027 1.000 0.035 -0.090 -0.086 -0.003 -0.034 -0.155 -0.316 0.295 0.027 0.028 0.000 -0.027 0.036 0.058 | -| p4160_p | -0.162 -0.000 -0.003 0.258 -0.002 -0.002 -0.018 0.193 -0.153 0.035 1.000 -0.532 0.024 0.059 0.240 0.076 -0.342 -0.037 -0.036 0.035 0.000 -0.003 -0.004 0.006 | -| p4040_s | 0.130 0.055 -0.040 -0.188 -0.017 0.013 0.091 -0.166 -0.006 -0.090 -0.532 1.000 0.039 -0.002 -0.227 -0.148 0.358 -0.021 0.184 -0.003 0.000 -0.042 -0.001 -0.129 | -| bplus_1 | 0.011 0.028 -0.922 0.105 0.006 0.194 -0.048 -0.129 0.017 -0.086 0.024 0.039 1.000 -0.012 0.030 -0.203 0.074 -0.086 -0.054 -0.003 -0.000 -0.134 0.326 -0.047 | -| DDstar_s | 0.003 -0.000 0.001 0.027 0.002 0.002 0.039 0.036 0.032 -0.003 0.059 -0.002 -0.012 1.000 0.039 0.055 -0.011 0.072 -0.004 -0.002 -0.000 0.001 0.003 0.011 | -| p4040_p | 0.278 0.007 -0.021 0.135 -0.005 0.002 -0.054 0.169 -0.220 -0.034 0.240 -0.227 0.030 0.039 1.000 0.049 -0.280 -0.086 0.002 0.028 0.000 -0.011 0.000 0.027 | -| DDstar_p | -0.075 0.012 -0.078 -0.106 0.002 0.048 0.122 0.194 -0.070 -0.155 0.076 -0.148 -0.203 0.055 0.049 1.000 -0.049 0.034 -0.035 0.006 -0.000 -0.017 0.090 0.259 | -| Ctt | 0.286 0.097 0.038 -0.007 -0.026 0.001 -0.150 -0.244 0.207 -0.316 -0.342 0.358 0.074 -0.011 -0.280 -0.049 1.000 0.205 0.210 0.002 0.000 -0.057 -0.046 -0.671 | -| jpsi_p | -0.021 -0.072 0.090 -0.018 0.021 -0.010 -0.043 0.092 -0.002 0.295 -0.037 -0.021 -0.086 0.072 -0.086 0.034 0.205 1.000 -0.007 0.055 0.000 0.039 0.008 -0.151 | -| p4415_s | 0.313 0.022 -0.029 -0.143 -0.006 0.015 0.016 -0.069 0.029 0.027 -0.036 0.184 -0.054 -0.004 0.002 -0.035 0.210 -0.007 1.000 -0.002 0.000 -0.019 0.018 0.058 | -| Dbar_s | -0.000 0.000 0.002 0.015 0.001 -0.000 0.036 0.038 0.034 0.028 0.035 -0.003 -0.003 -0.002 0.028 0.006 0.002 0.055 -0.002 1.000 -0.000 0.000 -0.001 0.002 | -| omega_s | 0.000 -0.001 0.000 0.000 0.001 -0.021 0.000 0.000 0.000 0.000 0.000 0.000 -0.000 -0.000 0.000 -0.000 0.000 0.000 0.000 -0.000 1.000 -0.000 -0.002 -0.000 | -| phi_s | -0.050 -0.152 0.154 -0.034 0.395 -0.032 -0.026 0.007 -0.011 -0.027 -0.003 -0.042 -0.134 0.001 -0.011 -0.017 -0.057 0.039 -0.019 0.000 -0.000 1.000 -0.050 0.123 | -| rho_s | -0.004 0.116 -0.385 -0.022 0.121 0.630 0.004 0.009 0.009 0.036 -0.004 -0.001 0.326 0.003 0.000 0.090 -0.046 0.008 0.018 -0.001 -0.002 -0.050 1.000 0.150 | -| bplus_2 | -0.148 -0.233 -0.169 -0.227 0.075 0.029 0.068 0.082 -0.034 0.058 0.006 -0.129 -0.047 0.011 0.027 0.259 -0.671 -0.151 0.058 0.002 -0.000 0.123 0.150 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1759413651413544}), (, {'error': 0.3864044885445779}), (, {'error': 0.03445942317834216}), (, {'error': 0.199753458215298}), (, {'error': 0.12655389576535425}), (, {'error': 0.19229741938440714}), (, {'error': 0.2307921221947713}), (, {'error': 0.10045607514011623}), (, {'error': 0.030930148803564705}), (, {'error': 0.33753620186665634}), (, {'error': 0.09726454353890901}), (, {'error': 0.1745754827385934}), (, {'error': 0.06389050718816969}), (, {'error': 0.0315529471256592}), (, {'error': 0.1776837808766909}), (, {'error': 0.34899705551289584}), (, {'error': 0.2055539850850382}), (, {'error': 0.02487919986309084}), (, {'error': 0.1998074052377189}), (, {'error': 0.023122605229790427}), (, {'error': 3.766796706852032}), (, {'error': 0.93297396635346}), (, {'error': 0.33773652285221106}), (, {'error': 0.08879703790021987})]) -Toy 4/25 -Time taken: 22 min, 15 s -Projected time left: 1 h, 56 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1374 (1374 total) | -| EDM = 0.00465 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297622.6475102617 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.397 | 0.015 | | | -2 | 2 | | -| 3 | p4415_p | 4.81 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -6.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.82 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -6.283 | 0.016 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.970 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 3.15 | 0.26 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.745 | 0.027 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.51 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.54 | 0.17 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.61 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.76 | 0.18 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | | -| 20| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.3 | 2.2 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.27 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 -0.001 0.001 0.009 0.000 -0.000 0.000 -0.000 0.006 0.008 -0.001 -0.007 -0.001 0.000 -0.003 0.012 -0.010 0.011 0.001 -0.000 0.000 0.000 0.000 -0.003 | -| rho_p | -0.001 1.000 0.094 0.051 -0.053 0.199 -0.000 0.001 0.020 -0.002 -0.001 0.039 -0.074 -0.002 0.064 -0.023 0.152 -0.005 0.067 -0.002 -0.046 -0.049 0.033 0.290 | -| bplus_0 | 0.001 0.094 1.000 0.025 0.010 0.155 0.000 -0.001 0.034 0.016 -0.001 -0.007 -0.930 0.001 0.045 0.004 -0.009 0.064 0.023 -0.001 -0.021 -0.006 0.288 -0.026 | -| p4415_p | 0.009 0.051 0.025 1.000 -0.009 0.003 0.001 -0.004 0.016 0.054 0.002 -0.222 -0.117 0.010 -0.014 0.177 -0.071 0.109 -0.022 0.006 0.000 -0.018 -0.025 0.190 | -| phi_p | 0.000 -0.053 0.010 -0.009 1.000 0.143 0.000 0.000 -0.010 0.009 0.000 -0.001 -0.011 0.000 -0.013 0.012 -0.012 -0.038 -0.008 0.000 0.008 0.937 0.103 -0.042 | -| omega_p | -0.000 0.199 0.155 0.003 0.143 1.000 0.000 -0.000 0.010 0.006 -0.000 0.008 -0.141 -0.002 0.012 0.004 0.023 0.003 0.015 -0.001 -0.397 0.122 0.604 0.016 | -| p3770_s | 0.000 -0.000 0.000 0.001 0.000 0.000 1.000 -0.001 0.007 0.003 -0.000 -0.003 -0.001 -0.000 0.001 0.001 0.002 0.001 -0.000 -0.000 -0.000 0.000 0.000 0.001 | -| p3770_p | -0.000 0.001 -0.001 -0.004 0.000 -0.000 -0.001 1.000 -0.002 -0.013 0.000 0.007 -0.001 0.000 -0.007 -0.011 0.009 -0.012 0.002 0.000 -0.000 0.000 -0.000 0.006 | -| psi2s_p | 0.006 0.020 0.034 0.016 -0.010 0.010 0.007 -0.002 1.000 0.395 -0.000 0.007 0.066 0.008 0.013 0.366 0.053 0.369 -0.026 0.008 0.000 -0.015 0.009 -0.080 | -| Dbar_p | 0.008 -0.002 0.016 0.054 0.009 0.006 0.003 -0.013 0.395 1.000 -0.002 -0.185 0.063 0.001 0.124 0.038 -0.014 0.443 -0.047 0.002 -0.001 0.007 0.008 -0.135 | -| p4160_p | -0.001 -0.001 -0.001 0.002 0.000 -0.000 -0.000 0.000 -0.000 -0.002 1.000 0.011 -0.000 -0.000 -0.002 -0.005 0.001 -0.003 -0.003 -0.000 0.000 0.000 0.000 -0.001 | -| p4040_s | -0.007 0.039 -0.007 -0.222 -0.001 0.008 -0.003 0.007 0.007 -0.185 0.011 1.000 0.035 0.001 -0.216 -0.220 0.402 -0.231 0.013 -0.002 -0.002 -0.005 -0.003 0.141 | -| bplus_1 | -0.001 -0.074 -0.930 -0.117 -0.011 -0.141 -0.001 -0.001 0.066 0.063 -0.000 0.035 1.000 -0.032 0.021 0.059 -0.117 0.088 0.062 -0.014 0.019 0.005 -0.260 -0.207 | -| DDstar_s | 0.000 -0.002 0.001 0.010 0.000 -0.002 -0.000 0.000 0.008 0.001 -0.000 0.001 -0.032 1.000 0.013 0.008 0.005 0.008 0.007 -0.001 0.000 0.000 -0.004 0.015 | -| p4040_p | -0.003 0.064 0.045 -0.014 -0.013 0.012 0.001 -0.007 0.013 0.124 -0.002 -0.216 0.021 0.013 1.000 0.293 -0.034 0.181 0.110 0.009 -0.001 -0.023 -0.010 0.048 | -| DDstar_p | 0.012 -0.023 0.004 0.177 0.012 0.004 0.001 -0.011 0.366 0.038 -0.005 -0.220 0.059 0.008 0.293 1.000 -0.174 0.518 -0.023 -0.005 -0.000 0.013 0.013 -0.156 | -| Ctt | -0.010 0.152 -0.009 -0.071 -0.012 0.023 0.002 0.009 0.053 -0.014 0.001 0.402 -0.117 0.005 -0.034 -0.174 1.000 -0.372 0.238 0.021 -0.003 -0.032 -0.044 0.748 | -| jpsi_p | 0.011 -0.005 0.064 0.109 -0.038 0.003 0.001 -0.012 0.369 0.443 -0.003 -0.231 0.088 0.008 0.181 0.518 -0.372 1.000 -0.088 -0.004 0.004 -0.044 0.015 -0.293 | -| p4415_s | 0.001 0.067 0.023 -0.022 -0.008 0.015 -0.000 0.002 -0.026 -0.047 -0.003 0.013 0.062 0.007 0.110 -0.023 0.238 -0.088 1.000 0.003 -0.002 -0.017 -0.005 0.111 | -| Dbar_s | -0.000 -0.002 -0.001 0.006 0.000 -0.001 -0.000 0.000 0.008 0.002 -0.000 -0.002 -0.014 -0.001 0.009 -0.005 0.021 -0.004 0.003 1.000 0.000 0.001 -0.002 0.006 | -| omega_s | 0.000 -0.046 -0.021 0.000 0.008 -0.397 -0.000 -0.000 0.000 -0.001 0.000 -0.002 0.019 0.000 -0.001 -0.000 -0.003 0.004 -0.002 0.000 1.000 0.004 -0.073 -0.001 | -| phi_s | 0.000 -0.049 -0.006 -0.018 0.937 0.122 0.000 0.000 -0.015 0.007 0.000 -0.005 0.005 0.000 -0.023 0.013 -0.032 -0.044 -0.017 0.001 0.004 1.000 0.073 -0.080 | -| rho_s | 0.000 0.033 0.288 -0.025 0.103 0.604 0.000 -0.000 0.009 0.008 0.000 -0.003 -0.260 -0.004 -0.010 0.013 -0.044 0.015 -0.005 -0.002 -0.073 0.073 1.000 -0.130 | -| bplus_2 | -0.003 0.290 -0.026 0.190 -0.042 0.016 0.001 0.006 -0.080 -0.135 -0.001 0.141 -0.207 0.015 0.048 -0.156 0.748 -0.293 0.111 0.006 -0.001 -0.080 -0.130 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.00965041484143242}), (, {'error': 0.5116828006927263}), (, {'error': 0.014683150105299081}), (, {'error': 0.2598331712536517}), (, {'error': 0.5238195739426024}), (, {'error': 0.23648625201113838}), (, {'error': 0.009857421126278021}), (, {'error': 0.01603225191150237}), (, {'error': 0.03123431201897997}), (, {'error': 0.2559042616745364}), (, {'error': 0.010619867947751604}), (, {'error': 0.17051826936854136}), (, {'error': 0.0274928236781512}), (, {'error': 0.013640526924658586}), (, {'error': 0.17270406791336623}), (, {'error': 0.31848609019537477}), (, {'error': 0.16881921596523664}), (, {'error': 0.03234187636908192}), (, {'error': 0.1802523498389194}), (, {'error': 0.009509076868547878}), (, {'error': 3.4888372348746852}), (, {'error': 2.2013665362628494}), (, {'error': 0.3444510947490018}), (, {'error': 0.07027979104765647})]) -Toy 5/25 -Time taken: 27 min, 26 s -Projected time left: 1 h, 49 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1403 (1403 total) | -| EDM = 7.88E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297301.87157236395 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.20 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.5 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.461 | 0.031 | | | -2 | 2 | | -| 3 | p4415_p | -2.21 | 0.20 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -0.07 | 0.33 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.08 | 0.27 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.78 | 0.26 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.36 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 3.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.22 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.33 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.96 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.59 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -0.16 | 0.65 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.27 | 0.18 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -4.68 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.30 | 0.14 | | | -0.3 | 0.3 | | -| 20| omega_s | 7.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 16.9 | 1.5 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.009 | 0.089 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.065 -0.050 -0.158 0.009 0.005 0.007 -0.032 -0.056 0.111 -0.111 0.063 -0.016 -0.039 0.241 -0.116 0.186 -0.048 0.312 -0.013 -0.002 -0.015 0.019 -0.080 | -| rho_p | 0.065 1.000 0.072 0.035 0.148 -0.011 0.013 -0.014 -0.001 0.012 -0.019 0.048 -0.073 -0.003 -0.004 0.016 0.137 -0.028 0.012 0.007 0.222 0.155 -0.011 -0.309 | -| bplus_0 | -0.050 0.072 1.000 -0.020 -0.005 0.039 -0.026 0.044 -0.023 0.027 0.005 -0.053 -0.968 -0.032 -0.017 0.005 0.013 -0.107 -0.045 -0.028 0.192 0.068 -0.387 0.023 | -| p4415_p | -0.158 0.035 -0.020 1.000 0.008 0.006 0.157 0.238 0.083 -0.039 0.510 -0.219 0.042 -0.067 0.356 -0.346 -0.151 0.303 -0.175 -0.041 0.006 -0.004 -0.004 -0.084 | -| phi_p | 0.009 0.148 -0.005 0.008 1.000 0.047 0.007 -0.000 0.002 -0.008 0.003 0.006 0.000 -0.001 0.005 -0.001 0.014 -0.008 0.002 -0.001 0.024 0.820 0.004 -0.039 | -| omega_p | 0.005 -0.011 0.039 0.006 0.047 1.000 0.004 0.003 0.001 -0.004 0.003 0.002 -0.039 -0.003 0.003 0.001 0.014 -0.006 -0.002 -0.003 0.620 0.058 -0.051 -0.035 | -| p3770_s | 0.007 0.013 -0.026 0.157 0.007 0.004 1.000 0.078 -0.051 -0.396 0.263 0.044 -0.008 0.015 0.233 -0.026 -0.058 0.412 -0.022 -0.098 0.002 -0.002 0.001 0.124 | -| p3770_p | -0.032 -0.014 0.044 0.238 -0.000 0.003 0.078 1.000 0.266 -0.466 0.401 -0.146 -0.030 0.059 0.417 0.038 -0.008 0.352 -0.098 0.014 0.009 0.005 -0.024 0.057 | -| psi2s_p | -0.056 -0.001 -0.023 0.083 0.002 0.001 -0.051 0.266 1.000 -0.318 0.173 -0.042 0.003 -0.018 0.110 -0.048 0.252 0.319 -0.012 -0.079 -0.005 -0.002 0.011 0.046 | -| Dbar_p | 0.111 0.012 0.027 -0.039 -0.008 -0.004 -0.396 -0.466 -0.318 1.000 -0.235 0.193 -0.052 -0.070 -0.320 -0.623 -0.197 -0.382 0.070 0.196 -0.005 -0.010 0.006 -0.127 | -| p4160_p | -0.111 -0.019 0.005 0.510 0.003 0.003 0.263 0.401 0.173 -0.235 1.000 -0.427 0.016 -0.023 0.508 -0.354 -0.317 0.511 -0.103 -0.038 0.003 0.006 -0.009 0.093 | -| p4040_s | 0.063 0.048 -0.053 -0.219 0.006 0.002 0.044 -0.146 -0.042 0.193 -0.427 1.000 -0.018 -0.050 -0.241 -0.117 0.256 -0.092 0.177 0.003 -0.007 -0.013 0.027 -0.048 | -| bplus_1 | -0.016 -0.073 -0.968 0.042 0.000 -0.039 -0.008 -0.030 0.003 -0.052 0.016 -0.018 1.000 -0.041 0.015 0.045 0.049 0.046 -0.051 -0.047 -0.184 -0.071 0.361 -0.174 | -| DDstar_s | -0.039 -0.003 -0.032 -0.067 -0.001 -0.003 0.015 0.059 -0.018 -0.070 -0.023 -0.050 -0.041 1.000 -0.010 0.103 0.011 -0.039 -0.009 -0.031 -0.014 -0.004 0.030 0.068 | -| p4040_p | 0.241 -0.004 -0.017 0.356 0.005 0.003 0.233 0.417 0.110 -0.320 0.508 -0.241 0.015 -0.010 1.000 -0.210 -0.231 0.450 -0.044 -0.073 0.001 0.002 -0.002 0.102 | -| DDstar_p | -0.116 0.016 0.005 -0.346 -0.001 0.001 -0.026 0.038 -0.048 -0.623 -0.354 -0.117 0.045 0.103 -0.210 1.000 0.282 -0.257 0.020 -0.135 0.010 -0.001 -0.020 -0.053 | -| Ctt | 0.186 0.137 0.013 -0.151 0.014 0.014 -0.058 -0.008 0.252 -0.197 -0.317 0.256 0.049 0.011 -0.231 0.282 1.000 -0.271 0.206 -0.177 0.023 -0.021 -0.026 -0.612 | -| jpsi_p | -0.048 -0.028 -0.107 0.303 -0.008 -0.006 0.412 0.352 0.319 -0.382 0.511 -0.092 0.046 -0.039 0.450 -0.257 -0.271 1.000 -0.106 -0.040 -0.027 -0.017 0.043 0.283 | -| p4415_s | 0.312 0.012 -0.045 -0.175 0.002 -0.002 -0.022 -0.098 -0.012 0.070 -0.103 0.177 -0.051 -0.009 -0.044 0.020 0.206 -0.106 1.000 0.019 -0.014 -0.008 0.032 0.080 | -| Dbar_s | -0.013 0.007 -0.028 -0.041 -0.001 -0.003 -0.098 0.014 -0.079 0.196 -0.038 0.003 -0.047 -0.031 -0.073 -0.135 -0.177 -0.040 0.019 1.000 -0.013 -0.007 0.029 0.021 | -| omega_s | -0.002 0.222 0.192 0.006 0.024 0.620 0.002 0.009 -0.005 -0.005 0.003 -0.007 -0.184 -0.014 0.001 0.010 0.023 -0.027 -0.014 -0.013 1.000 0.069 -0.441 -0.059 | -| phi_s | -0.015 0.155 0.068 -0.004 0.820 0.058 -0.002 0.005 -0.002 -0.010 0.006 -0.013 -0.071 -0.004 0.002 -0.001 -0.021 -0.017 -0.008 -0.007 0.069 1.000 -0.041 0.038 | -| rho_s | 0.019 -0.011 -0.387 -0.004 0.004 -0.051 0.001 -0.024 0.011 0.006 -0.009 0.027 0.361 0.030 -0.002 -0.020 -0.026 0.043 0.032 0.029 -0.441 -0.041 1.000 0.053 | -| bplus_2 | -0.080 -0.309 0.023 -0.084 -0.039 -0.035 0.124 0.057 0.046 -0.127 0.093 -0.048 -0.174 0.068 0.102 -0.053 -0.612 0.283 0.080 0.021 -0.059 0.038 0.053 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16809453849817002}), (, {'error': 0.5648201891536528}), (, {'error': 0.03105928465203367}), (, {'error': 0.20105412040622972}), (, {'error': 0.3263744528337962}), (, {'error': 0.2737843971246585}), (, {'error': 0.26459314104860643}), (, {'error': 0.12381048584456256}), (, {'error': 0.035280913238946}), (, {'error': 0.6811389024268921}), (, {'error': 0.13359536352992718}), (, {'error': 0.16875770183695982}), (, {'error': 0.06428610417534597}), (, {'error': 0.06869807827933629}), (, {'error': 0.17503092109737373}), (, {'error': 0.6467626358420224}), (, {'error': 0.17816953490367426}), (, {'error': 0.03401452595717691}), (, {'error': 0.18819425767043807}), (, {'error': 0.1362189050059111}), (, {'error': 1.298135940383907}), (, {'error': 1.464459706176588}), (, {'error': 0.335313061347137}), (, {'error': 0.08867700203058804})]) -Toy 6/25 -Time taken: 32 min, 44 s -Projected time left: 1 h, 43 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1505 (1505 total) | -| EDM = 0.000947 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297338.46405913075 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.90 | 0.20 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.467 | 0.026 | | | -2 | 2 | | -| 3 | p4415_p | -1.87 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 6.14 | 0.24 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.9 | 0.3 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.46 | 0.26 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 1.9 | 1.5 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.16 | 0.17 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.12 | 0.22 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.92 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.44 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.5 | 1.0 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.06 | 0.26 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.60 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.97 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.23 | 0.52 | | | -0.3 | 0.3 | | -| 20| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 17.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.07 | 0.11 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 -0.002 0.244 -0.027 -0.015 -0.024 -0.300 -0.463 -0.177 0.499 -0.230 0.386 0.282 -0.009 0.054 -0.391 0.464 -0.303 0.354 -0.504 0.010 0.009 -0.133 -0.396 | -| rho_p | -0.002 1.000 0.017 -0.002 -0.031 -0.013 -0.023 -0.022 -0.011 0.028 -0.009 0.006 0.019 0.000 -0.011 -0.020 -0.004 -0.015 -0.001 -0.026 -0.025 -0.031 -0.171 0.050 | -| bplus_0 | 0.244 0.017 1.000 0.179 -0.036 -0.068 -0.330 -0.444 -0.155 0.513 -0.135 0.306 -0.347 -0.027 -0.140 -0.393 0.357 -0.316 0.098 -0.505 0.034 0.066 -0.347 -0.364 | -| p4415_p | -0.027 -0.002 0.179 1.000 -0.004 -0.012 0.029 -0.069 0.111 0.128 0.391 0.021 0.244 -0.076 0.275 -0.528 -0.054 0.203 -0.041 -0.178 0.012 0.007 -0.106 -0.265 | -| phi_p | -0.015 -0.031 -0.036 -0.004 1.000 0.004 0.024 0.029 0.014 -0.034 0.017 -0.018 -0.003 -0.001 0.015 0.013 -0.027 0.022 -0.007 0.032 -0.031 0.671 0.034 0.020 | -| omega_p | -0.024 -0.013 -0.068 -0.012 0.004 1.000 0.043 0.055 0.023 -0.064 0.023 -0.033 -0.007 0.000 0.022 0.038 -0.035 0.035 -0.010 0.061 0.833 0.027 0.289 0.015 | -| p3770_s | -0.300 -0.023 -0.330 0.029 0.024 0.043 1.000 0.608 0.171 -0.686 0.475 -0.348 -0.329 -0.044 0.417 0.187 -0.590 0.653 -0.182 0.696 -0.015 -0.045 0.173 0.452 | -| p3770_p | -0.463 -0.022 -0.444 -0.069 0.029 0.055 0.608 1.000 0.440 -0.908 0.514 -0.598 -0.470 -0.044 0.473 0.417 -0.694 0.678 -0.275 0.870 -0.021 -0.049 0.243 0.574 | -| psi2s_p | -0.177 -0.011 -0.155 0.111 0.014 0.023 0.171 0.440 1.000 -0.411 0.373 -0.193 -0.132 -0.086 0.266 -0.126 -0.220 0.537 -0.093 0.389 -0.005 -0.021 0.077 0.208 | -| Dbar_p | 0.499 0.028 0.513 0.128 -0.034 -0.064 -0.686 -0.908 -0.411 1.000 -0.492 0.614 0.508 0.081 -0.428 -0.439 0.761 -0.727 0.278 -0.902 0.023 0.057 -0.279 -0.637 | -| p4160_p | -0.230 -0.009 -0.135 0.391 0.017 0.023 0.475 0.514 0.373 -0.492 1.000 -0.470 -0.102 -0.092 0.581 -0.233 -0.584 0.684 -0.088 0.428 -0.000 -0.016 0.059 0.238 | -| p4040_s | 0.386 0.006 0.306 0.021 -0.018 -0.033 -0.348 -0.598 -0.193 0.614 -0.470 1.000 0.344 -0.011 -0.310 -0.462 0.574 -0.372 0.269 -0.626 0.014 0.022 -0.168 -0.443 | -| bplus_1 | 0.282 0.019 -0.347 0.244 -0.003 -0.007 -0.329 -0.470 -0.132 0.508 -0.102 0.344 1.000 -0.045 -0.104 -0.437 0.371 -0.246 0.113 -0.507 0.000 0.001 -0.017 -0.476 | -| DDstar_s | -0.009 0.000 -0.027 -0.076 -0.001 0.000 -0.044 -0.044 -0.086 0.081 -0.092 -0.011 -0.045 1.000 -0.075 0.119 0.073 -0.124 -0.008 -0.036 -0.004 -0.002 0.020 0.019 | -| p4040_p | 0.054 -0.011 -0.140 0.275 0.015 0.022 0.417 0.473 0.266 -0.428 0.581 -0.310 -0.104 -0.075 1.000 -0.170 -0.509 0.584 -0.069 0.402 -0.003 -0.020 0.062 0.228 | -| DDstar_p | -0.391 -0.020 -0.393 -0.528 0.013 0.038 0.187 0.417 -0.126 -0.439 -0.233 -0.462 -0.437 0.119 -0.170 1.000 -0.173 -0.112 -0.181 0.608 -0.029 -0.047 0.232 0.404 | -| Ctt | 0.464 -0.004 0.357 -0.054 -0.027 -0.035 -0.590 -0.694 -0.220 0.761 -0.584 0.574 0.371 0.073 -0.509 -0.173 1.000 -0.716 0.327 -0.632 0.010 0.008 -0.171 -0.755 | -| jpsi_p | -0.303 -0.015 -0.316 0.203 0.022 0.035 0.653 0.678 0.537 -0.727 0.684 -0.372 -0.246 -0.124 0.584 -0.112 -0.716 1.000 -0.208 0.642 -0.016 -0.039 0.146 0.485 | -| p4415_s | 0.354 -0.001 0.098 -0.041 -0.007 -0.010 -0.182 -0.275 -0.093 0.278 -0.088 0.269 0.113 -0.008 -0.069 -0.181 0.327 -0.208 1.000 -0.285 0.003 0.003 -0.053 -0.161 | -| Dbar_s | -0.504 -0.026 -0.505 -0.178 0.032 0.061 0.696 0.870 0.389 -0.902 0.428 -0.626 -0.507 -0.036 0.402 0.608 -0.632 0.642 -0.285 1.000 -0.023 -0.053 0.274 0.641 | -| omega_s | 0.010 -0.025 0.034 0.012 -0.031 0.833 -0.015 -0.021 -0.005 0.023 -0.000 0.014 0.000 -0.004 -0.003 -0.029 0.010 -0.016 0.003 -0.023 1.000 0.023 0.002 -0.005 | -| phi_s | 0.009 -0.031 0.066 0.007 0.671 0.027 -0.045 -0.049 -0.021 0.057 -0.016 0.022 0.001 -0.002 -0.020 -0.047 0.008 -0.039 0.003 -0.053 0.023 1.000 -0.001 0.039 | -| rho_s | -0.133 -0.171 -0.347 -0.106 0.034 0.289 0.173 0.243 0.077 -0.279 0.059 -0.168 -0.017 0.020 0.062 0.232 -0.171 0.146 -0.053 0.274 0.002 -0.001 1.000 0.156 | -| bplus_2 | -0.396 0.050 -0.364 -0.265 0.020 0.015 0.452 0.574 0.208 -0.637 0.238 -0.443 -0.476 0.019 0.228 0.404 -0.755 0.485 -0.161 0.641 -0.005 0.039 0.156 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19824878555895553}), (, {'error': 0.2690884788042247}), (, {'error': 0.02636696336839106}), (, {'error': 0.26377575075784154}), (, {'error': 0.24237346073492372}), (, {'error': 0.39273566018886275}), (, {'error': 0.3280000245589496}), (, {'error': 0.25503761768407984}), (, {'error': 0.03885455714528252}), (, {'error': 1.522972856573177}), (, {'error': 0.16974404595312897}), (, {'error': 0.22040875859704323}), (, {'error': 0.052608913451024364}), (, {'error': 0.11272861200245546}), (, {'error': 0.2138097237572023}), (, {'error': 1.0396133983092488}), (, {'error': 0.26356030351583537}), (, {'error': 0.055497987826098605}), (, {'error': 0.1957541667963848}), (, {'error': 0.5246311872942728}), (, {'error': 3.7905421776702717}), (, {'error': 1.1129497246052846}), (, {'error': 0.35321291290162166}), (, {'error': 0.108030045546338})]) -Toy 7/25 -Time taken: 38 min, 19 s -Projected time left: 1 h, 38 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1571 (1571 total) | -| EDM = 0.000241 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296997.3104673199 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 6.3 | 1.6 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.464 | 0.019 | | | -2 | 2 | | -| 3 | p4415_p | 4.36 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.99 | 0.25 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.24 | 0.22 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.913 | 0.032 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.25 | 0.29 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.16 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.86 | 0.17 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.26 | 0.21 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -1.660 | 0.026 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.35 | 0.18 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 20| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.6 | 1.5 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.19 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 -0.033 0.044 -0.242 -0.008 0.019 0.014 -0.075 -0.062 -0.072 -0.181 0.085 -0.016 0.004 0.290 -0.104 0.268 -0.021 0.278 0.001 0.007 -0.027 0.035 0.138 | -| rho_p | -0.033 1.000 0.004 -0.022 0.111 0.041 -0.010 0.008 -0.000 -0.009 0.002 -0.025 -0.009 0.000 -0.004 0.006 -0.052 0.042 -0.015 -0.000 -0.027 0.083 -0.172 -0.127 | -| bplus_0 | 0.044 0.004 1.000 0.019 -0.008 0.161 0.050 0.029 -0.006 0.027 0.017 0.026 -0.811 0.001 0.021 0.014 0.005 -0.066 0.026 0.001 -0.032 -0.024 0.276 0.037 | -| p4415_p | -0.242 -0.022 0.019 1.000 -0.009 -0.002 -0.013 0.061 -0.101 -0.076 0.289 -0.246 -0.148 0.029 0.137 -0.073 -0.083 -0.020 -0.126 0.014 0.009 -0.022 -0.001 0.203 | -| phi_p | -0.008 0.111 -0.008 -0.009 1.000 0.051 -0.010 -0.001 -0.007 -0.001 -0.008 -0.006 -0.001 0.001 -0.009 -0.001 0.001 -0.020 -0.004 0.001 0.003 0.839 -0.061 -0.023 | -| omega_p | 0.019 0.041 0.161 -0.002 0.051 1.000 0.013 0.016 -0.001 0.027 -0.003 0.013 -0.099 0.002 -0.001 0.044 0.021 -0.015 0.016 0.001 -0.440 0.037 0.649 0.034 | -| p3770_s | 0.014 -0.010 0.050 -0.013 -0.010 0.013 1.000 -0.202 -0.451 -0.028 -0.003 0.096 0.061 0.028 -0.037 0.142 -0.181 -0.060 0.004 0.025 0.003 -0.018 0.026 -0.101 | -| p3770_p | -0.075 0.008 0.029 0.061 -0.001 0.016 -0.202 1.000 0.034 0.309 0.197 -0.162 0.120 0.028 0.154 0.238 -0.207 0.028 -0.067 0.029 -0.005 0.002 0.028 -0.092 | -| psi2s_p | -0.062 -0.000 -0.006 -0.101 -0.007 -0.001 -0.451 0.034 1.000 -0.014 -0.163 0.010 0.003 0.023 -0.233 -0.067 0.208 -0.019 0.006 0.023 0.002 -0.008 0.002 0.024 | -| Dbar_p | -0.072 -0.009 0.027 -0.076 -0.001 0.027 -0.028 0.309 -0.014 1.000 0.015 -0.072 0.168 0.003 -0.057 -0.119 -0.303 0.201 -0.000 0.019 -0.003 -0.006 0.048 -0.074 | -| p4160_p | -0.181 0.002 0.017 0.289 -0.008 -0.003 -0.003 0.197 -0.163 0.015 1.000 -0.557 -0.025 0.048 0.225 0.131 -0.375 -0.068 -0.005 0.027 0.002 -0.008 -0.002 -0.040 | -| p4040_s | 0.085 -0.025 0.026 -0.246 -0.006 0.013 0.096 -0.162 0.010 -0.072 -0.557 1.000 -0.014 -0.000 -0.243 -0.153 0.348 0.006 0.134 -0.002 0.005 -0.019 0.023 0.111 | -| bplus_1 | -0.016 -0.009 -0.811 -0.148 -0.001 -0.099 0.061 0.120 0.003 0.168 -0.025 -0.014 1.000 0.009 -0.021 0.418 -0.182 0.025 0.072 0.001 0.021 0.015 -0.162 -0.371 | -| DDstar_s | 0.004 0.000 0.001 0.029 0.001 0.002 0.028 0.028 0.023 0.003 0.048 -0.000 0.009 1.000 0.031 0.038 -0.006 0.055 -0.001 -0.001 -0.001 0.001 0.002 -0.003 | -| p4040_p | 0.290 -0.004 0.021 0.137 -0.009 -0.001 -0.037 0.154 -0.233 -0.057 0.225 -0.243 -0.021 0.031 1.000 0.062 -0.279 -0.110 0.030 0.021 0.004 -0.013 0.001 -0.041 | -| DDstar_p | -0.104 0.006 0.014 -0.073 -0.001 0.044 0.142 0.238 -0.067 -0.119 0.131 -0.153 0.418 0.038 0.062 1.000 -0.097 0.047 -0.066 0.005 -0.012 0.007 0.080 -0.304 | -| Ctt | 0.268 -0.052 0.005 -0.083 0.001 0.021 -0.181 -0.207 0.208 -0.303 -0.375 0.348 -0.182 -0.006 -0.279 -0.097 1.000 0.267 0.220 0.002 0.011 -0.027 0.033 0.684 | -| jpsi_p | -0.021 0.042 -0.066 -0.020 -0.020 -0.015 -0.060 0.028 -0.019 0.201 -0.068 0.006 0.025 0.055 -0.110 0.047 0.267 1.000 -0.013 0.041 -0.000 0.000 -0.016 0.172 | -| p4415_s | 0.278 -0.015 0.026 -0.126 -0.004 0.016 0.004 -0.067 0.006 -0.000 -0.005 0.134 0.072 -0.001 0.030 -0.066 0.220 -0.013 1.000 -0.000 0.001 -0.012 0.029 -0.010 | -| Dbar_s | 0.001 -0.000 0.001 0.014 0.001 0.001 0.025 0.029 0.023 0.019 0.027 -0.002 0.001 -0.001 0.021 0.005 0.002 0.041 -0.000 1.000 -0.000 0.000 0.001 0.002 | -| omega_s | 0.007 -0.027 -0.032 0.009 0.003 -0.440 0.003 -0.005 0.002 -0.003 0.002 0.005 0.021 -0.001 0.004 -0.012 0.011 -0.000 0.001 -0.000 1.000 -0.014 -0.074 0.033 | -| phi_s | -0.027 0.083 -0.024 -0.022 0.839 0.037 -0.018 0.002 -0.008 -0.006 -0.008 -0.019 0.015 0.001 -0.013 0.007 -0.027 0.000 -0.012 0.000 -0.014 1.000 -0.072 -0.089 | -| rho_s | 0.035 -0.172 0.276 -0.001 -0.061 0.649 0.026 0.028 0.002 0.048 -0.002 0.023 -0.162 0.002 0.001 0.080 0.033 -0.016 0.029 0.001 -0.074 -0.072 1.000 0.063 | -| bplus_2 | 0.138 -0.127 0.037 0.203 -0.023 0.034 -0.101 -0.092 0.024 -0.074 -0.040 0.111 -0.371 -0.003 -0.041 -0.304 0.684 0.172 -0.010 0.002 0.033 -0.089 0.063 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1664339464803719}), (, {'error': 1.6062202334379414}), (, {'error': 0.01941053933870651}), (, {'error': 0.16023167649579317}), (, {'error': 0.32756417913382885}), (, {'error': 0.25064661457211823}), (, {'error': 0.22010713073415777}), (, {'error': 0.0986676917289977}), (, {'error': 0.03159342504254159}), (, {'error': 0.29471581150066894}), (, {'error': 0.09679602748563321}), (, {'error': 0.1706961735873017}), (, {'error': 0.04216586110057219}), (, {'error': 0.02087170252312054}), (, {'error': 0.1702871818177778}), (, {'error': 0.33745124299576457}), (, {'error': 0.21081435555242334}), (, {'error': 0.025837249915189986}), (, {'error': 0.18433234589905134}), (, {'error': 0.014884790121475644}), (, {'error': 3.8016372557524822}), (, {'error': 1.4547569904153317}), (, {'error': 0.40101755904207526}), (, {'error': 0.08560546257659407})]) -Toy 8/25 -Time taken: 44 min, 13 s -Projected time left: 1 h, 33 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1540 (1540 total) | -| EDM = 0.0101 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297320.76710873394 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.65 | 0.16 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.030 | 0.309 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.440 | 0.014 | | | -2 | 2 | | -| 3 | p4415_p | 3.85 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 6.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.19 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.64 | 0.30 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.37 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 3.5 | 2.4 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.00 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.847 | 0.028 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.50 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -3.1 | 1.4 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.15 | 0.30 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.17 | 0.19 | | | -0.3 | 0.3 | | -| 20| omega_s | 8.6 | 1.2 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 18.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.27 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.050 -0.085 -0.039 -0.004 0.009 -0.024 -0.024 -0.056 0.127 -0.049 0.117 -0.079 -0.087 0.238 -0.152 0.038 0.003 0.318 -0.035 -0.007 -0.034 0.047 -0.093 | -| rho_p | 0.050 1.000 0.043 0.036 -0.038 0.053 0.009 -0.006 -0.006 0.014 0.002 0.035 -0.066 -0.015 0.005 -0.008 0.037 -0.004 -0.004 -0.013 0.245 0.072 0.284 -0.269 | -| bplus_0 | -0.085 0.043 1.000 -0.042 0.008 0.004 0.208 -0.058 0.136 -0.356 -0.005 -0.080 -0.454 0.096 0.154 0.313 0.346 -0.091 -0.159 0.418 0.088 0.082 -0.201 -0.126 | -| p4415_p | -0.039 0.036 -0.042 1.000 -0.004 0.008 0.013 0.186 0.035 0.222 0.549 -0.065 -0.028 -0.187 0.260 -0.412 -0.233 0.357 -0.122 -0.156 -0.003 -0.024 0.030 -0.113 | -| phi_p | -0.004 -0.038 0.008 -0.004 1.000 -0.009 0.001 -0.001 0.001 -0.004 -0.002 -0.003 0.001 0.002 0.000 0.006 0.002 0.002 -0.002 0.006 0.008 -0.459 -0.019 0.013 | -| omega_p | 0.009 0.053 0.004 0.008 -0.009 1.000 0.004 -0.001 0.001 0.000 0.003 0.007 -0.008 -0.003 0.003 -0.002 0.007 -0.003 -0.001 -0.001 0.694 0.038 0.033 -0.044 | -| p3770_s | -0.024 0.009 0.208 0.013 0.001 0.004 1.000 -0.115 0.118 -0.610 0.085 0.042 0.250 0.262 0.280 0.444 0.442 0.212 -0.104 0.499 0.042 0.037 -0.093 0.112 | -| p3770_p | -0.024 -0.006 -0.058 0.186 -0.001 -0.001 -0.115 1.000 0.108 0.022 0.324 -0.087 -0.106 -0.016 0.221 -0.129 -0.159 0.249 -0.050 -0.283 -0.012 -0.014 0.021 0.014 | -| psi2s_p | -0.056 -0.006 0.136 0.035 0.001 0.001 0.118 0.108 1.000 -0.396 0.099 -0.027 0.167 0.127 0.156 0.228 0.412 0.234 -0.059 0.313 0.024 0.027 -0.061 0.056 | -| Dbar_p | 0.127 0.014 -0.356 0.222 -0.004 0.000 -0.610 0.022 -0.396 1.000 0.127 0.131 -0.429 -0.461 -0.357 -0.921 -0.817 0.047 0.179 -0.814 -0.064 -0.076 0.157 -0.124 | -| p4160_p | -0.049 0.002 -0.005 0.549 -0.002 0.003 0.085 0.324 0.099 0.127 1.000 -0.286 -0.012 -0.119 0.379 -0.379 -0.307 0.511 -0.068 -0.177 -0.000 -0.005 0.002 0.012 | -| p4040_s | 0.117 0.035 -0.080 -0.065 -0.003 0.007 0.042 -0.087 -0.027 0.131 -0.286 1.000 -0.065 -0.109 -0.168 -0.158 0.070 0.024 0.188 -0.005 -0.007 -0.026 0.039 -0.046 | -| bplus_1 | -0.079 -0.066 -0.454 -0.028 0.001 -0.008 0.250 -0.106 0.167 -0.429 -0.012 -0.065 1.000 0.117 0.189 0.378 0.421 -0.050 -0.190 0.488 -0.011 0.007 -0.018 -0.091 | -| DDstar_s | -0.087 -0.015 0.096 -0.187 0.002 -0.003 0.262 -0.016 0.127 -0.461 -0.119 -0.109 0.117 1.000 0.130 0.474 0.401 -0.136 -0.088 0.434 0.018 0.028 -0.049 0.102 | -| p4040_p | 0.238 0.005 0.154 0.260 0.000 0.003 0.280 0.221 0.156 -0.357 0.379 -0.168 0.189 0.130 1.000 0.158 0.141 0.284 -0.092 0.278 0.029 0.027 -0.067 0.055 | -| DDstar_p | -0.152 -0.008 0.313 -0.412 0.006 -0.002 0.444 -0.129 0.228 -0.921 -0.379 -0.158 0.378 0.474 0.158 1.000 0.784 -0.314 -0.138 0.759 0.054 0.064 -0.135 0.079 | -| Ctt | 0.038 0.037 0.346 -0.233 0.002 0.007 0.442 -0.159 0.412 -0.817 -0.307 0.070 0.421 0.401 0.141 0.784 1.000 -0.250 -0.034 0.800 0.059 0.046 -0.122 -0.241 | -| jpsi_p | 0.003 -0.004 -0.091 0.357 0.002 -0.003 0.212 0.249 0.234 0.047 0.511 0.024 -0.050 -0.136 0.284 -0.314 -0.250 1.000 -0.060 -0.159 -0.015 -0.022 0.016 0.196 | -| p4415_s | 0.318 -0.004 -0.159 -0.122 -0.002 -0.001 -0.104 -0.050 -0.059 0.179 -0.068 0.188 -0.190 -0.088 -0.092 -0.138 -0.034 -0.060 1.000 -0.158 -0.024 -0.025 0.056 0.098 | -| Dbar_s | -0.035 -0.013 0.418 -0.156 0.006 -0.001 0.499 -0.283 0.313 -0.814 -0.177 -0.005 0.488 0.434 0.278 0.759 0.800 -0.159 -0.158 1.000 0.070 0.083 -0.175 0.038 | -| omega_s | -0.007 0.245 0.088 -0.003 0.008 0.694 0.042 -0.012 0.024 -0.064 -0.000 -0.007 -0.011 0.018 0.029 0.054 0.059 -0.015 -0.024 0.070 1.000 0.059 -0.196 -0.029 | -| phi_s | -0.034 0.072 0.082 -0.024 -0.459 0.038 0.037 -0.014 0.027 -0.076 -0.005 -0.026 0.007 0.028 0.027 0.064 0.046 -0.022 -0.025 0.083 0.059 1.000 -0.002 0.095 | -| rho_s | 0.047 0.284 -0.201 0.030 -0.019 0.033 -0.093 0.021 -0.061 0.157 0.002 0.039 -0.018 -0.049 -0.067 -0.135 -0.122 0.016 0.056 -0.175 -0.196 -0.002 1.000 -0.090 | -| bplus_2 | -0.093 -0.269 -0.126 -0.113 0.013 -0.044 0.112 0.014 0.056 -0.124 0.012 -0.046 -0.091 0.102 0.055 0.079 -0.241 0.196 0.098 0.038 -0.029 0.095 -0.090 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16324167248626575}), (, {'error': 0.3089382560439642}), (, {'error': 0.013710089373720757}), (, {'error': 0.1618774796339899}), (, {'error': 0.3256675669554916}), (, {'error': 0.2840545813825677}), (, {'error': 0.2974589723084802}), (, {'error': 0.12135560592618955}), (, {'error': 0.03614032452699334}), (, {'error': 2.4465440097521136}), (, {'error': 0.11222092364894998}), (, {'error': 0.16583020356799633}), (, {'error': 0.02763982797967124}), (, {'error': 0.11665196330171393}), (, {'error': 0.2047270369157177}), (, {'error': 1.3609806651574963}), (, {'error': 0.2967301336569257}), (, {'error': 0.03209429289626309}), (, {'error': 0.18631933631701592}), (, {'error': 0.18684462985975503}), (, {'error': 1.1530519656884541}), (, {'error': 0.9421319624357647}), (, {'error': 0.33238666541102113}), (, {'error': 0.07241670999307326})]) -Toy 9/25 -Time taken: 50 min, 11 s -Projected time left: 1 h, 29 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1664 (1664 total) | -| EDM = 0.000586 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297256.90163425327 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.12 | 0.14 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.439 | 0.007 | | | -2 | 2 | | -| 3 | p4415_p | -2.11 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.21 | 0.24 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.53 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.20 | 0.26 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.11 | 0.12 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -4.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.10 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.76 | 0.15 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.827 | 0.015 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.29 | 0.29 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -1.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.32 | 0.12 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.63 | 0.04 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.16 | 0.18 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.21 | 0.33 | | | -0.3 | 0.3 | | -| 20| omega_s | 8.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 18.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.21 | 0.30 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.28 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 -0.001 0.169 0.089 0.009 0.014 0.136 0.036 0.073 -0.237 0.152 0.163 0.178 -0.222 0.335 -0.105 0.161 0.152 0.088 -0.216 0.001 0.001 0.035 -0.004 | -| rho_p | -0.001 1.000 -0.025 -0.030 -0.013 -0.039 -0.020 -0.015 -0.024 0.043 -0.039 -0.012 -0.017 0.045 -0.029 0.040 0.005 -0.032 0.020 0.043 0.026 0.007 0.062 0.077 | -| bplus_0 | 0.169 -0.025 1.000 0.444 0.025 0.054 0.359 0.247 0.341 -0.491 0.512 0.281 0.194 -0.584 0.391 -0.576 -0.044 0.507 -0.189 -0.567 0.009 0.020 0.164 -0.271 | -| p4415_p | 0.089 -0.030 0.444 1.000 0.030 0.043 0.476 0.297 0.446 -0.756 0.787 0.295 0.508 -0.806 0.626 -0.606 -0.035 0.677 -0.403 -0.739 0.021 0.040 0.100 -0.143 | -| phi_p | 0.009 -0.013 0.025 0.030 1.000 0.019 0.022 0.013 0.020 -0.031 0.033 0.017 0.025 -0.036 0.026 -0.027 0.003 0.023 -0.016 -0.031 -0.032 0.713 0.004 -0.001 | -| omega_p | 0.014 -0.039 0.054 0.043 0.019 1.000 0.032 0.020 0.030 -0.045 0.048 0.025 0.039 -0.053 0.036 -0.047 0.003 0.039 -0.021 -0.050 0.661 0.033 0.374 -0.004 | -| p3770_s | 0.136 -0.020 0.359 0.476 0.022 0.032 1.000 0.088 0.220 -0.529 0.534 0.308 0.401 -0.574 0.382 -0.446 -0.012 0.553 -0.256 -0.470 0.013 0.025 0.073 -0.180 | -| p3770_p | 0.036 -0.015 0.247 0.297 0.013 0.020 0.088 1.000 0.220 -0.169 0.371 0.113 0.268 -0.310 0.335 -0.279 -0.044 0.360 -0.188 -0.200 0.008 0.016 0.048 -0.078 | -| psi2s_p | 0.073 -0.024 0.341 0.446 0.020 0.030 0.220 0.220 1.000 -0.489 0.517 0.200 0.390 -0.560 0.368 -0.395 0.169 0.551 -0.260 -0.453 0.015 0.029 0.073 -0.189 | -| Dbar_p | -0.237 0.043 -0.491 -0.756 -0.031 -0.045 -0.529 -0.169 -0.489 1.000 -0.823 -0.452 -0.572 0.935 -0.636 0.789 -0.037 -0.704 0.408 0.897 -0.028 -0.053 -0.109 0.265 | -| p4160_p | 0.152 -0.039 0.512 0.787 0.033 0.048 0.534 0.371 0.517 -0.823 1.000 0.263 0.589 -0.902 0.706 -0.712 -0.097 0.780 -0.395 -0.812 0.026 0.049 0.113 -0.228 | -| p4040_s | 0.163 -0.012 0.281 0.295 0.017 0.025 0.308 0.113 0.200 -0.452 0.263 1.000 0.313 -0.446 0.231 -0.266 0.160 0.354 -0.108 -0.418 0.008 0.015 0.060 -0.101 | -| bplus_1 | 0.178 -0.017 0.194 0.508 0.025 0.039 0.401 0.268 0.390 -0.572 0.589 0.313 1.000 -0.673 0.448 -0.653 -0.053 0.573 -0.228 -0.650 0.014 0.030 0.098 -0.302 | -| DDstar_s | -0.222 0.045 -0.584 -0.806 -0.036 -0.053 -0.574 -0.310 -0.560 0.935 -0.902 -0.446 -0.673 1.000 -0.696 0.775 0.021 -0.813 0.446 0.952 -0.029 -0.056 -0.129 0.263 | -| p4040_p | 0.335 -0.029 0.391 0.626 0.026 0.036 0.382 0.335 0.368 -0.636 0.706 0.231 0.448 -0.696 1.000 -0.568 -0.137 0.613 -0.309 -0.599 0.019 0.037 0.085 -0.180 | -| DDstar_p | -0.105 0.040 -0.576 -0.606 -0.027 -0.047 -0.446 -0.279 -0.395 0.789 -0.712 -0.266 -0.653 0.775 -0.568 1.000 -0.046 -0.580 0.410 0.717 -0.022 -0.044 -0.125 0.221 | -| Ctt | 0.161 0.005 -0.044 -0.035 0.003 0.003 -0.012 -0.044 0.169 -0.037 -0.097 0.160 -0.053 0.021 -0.137 -0.046 1.000 -0.097 0.171 0.093 -0.002 -0.004 0.003 0.406 | -| jpsi_p | 0.152 -0.032 0.507 0.677 0.023 0.039 0.553 0.360 0.551 -0.704 0.780 0.354 0.573 -0.813 0.613 -0.580 -0.097 1.000 -0.393 -0.696 0.014 0.029 0.103 -0.270 | -| p4415_s | 0.088 0.020 -0.189 -0.403 -0.016 -0.021 -0.256 -0.188 -0.260 0.408 -0.395 -0.108 -0.228 0.446 -0.309 0.410 0.171 -0.393 1.000 0.406 -0.015 -0.028 -0.047 0.071 | -| Dbar_s | -0.216 0.043 -0.567 -0.739 -0.031 -0.050 -0.470 -0.200 -0.453 0.897 -0.812 -0.418 -0.650 0.952 -0.599 0.717 0.093 -0.696 0.406 1.000 -0.026 -0.050 -0.126 0.204 | -| omega_s | 0.001 0.026 0.009 0.021 -0.032 0.661 0.013 0.008 0.015 -0.028 0.026 0.008 0.014 -0.029 0.019 -0.022 -0.002 0.014 -0.015 -0.026 1.000 0.006 -0.015 -0.040 | -| phi_s | 0.001 0.007 0.020 0.040 0.713 0.033 0.025 0.016 0.029 -0.053 0.049 0.015 0.030 -0.056 0.037 -0.044 -0.004 0.029 -0.028 -0.050 0.006 1.000 0.002 -0.073 | -| rho_s | 0.035 0.062 0.164 0.100 0.004 0.374 0.073 0.048 0.073 -0.109 0.113 0.060 0.098 -0.129 0.085 -0.125 0.003 0.103 -0.047 -0.126 -0.015 0.002 1.000 -0.014 | -| bplus_2 | -0.004 0.077 -0.271 -0.143 -0.001 -0.004 -0.180 -0.078 -0.189 0.265 -0.228 -0.101 -0.302 0.263 -0.180 0.221 0.406 -0.270 0.071 0.204 -0.040 -0.073 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14001903192371679}), (, {'error': 0.21156353634974812}), (, {'error': 0.007010647722725638}), (, {'error': 0.26455406507511925}), (, {'error': 0.24349214024020283}), (, {'error': 0.2632144115760231}), (, {'error': 0.25772081456517804}), (, {'error': 0.12254424305749367}), (, {'error': 0.03403784746311356}), (, {'error': 1.1198763925933974}), (, {'error': 0.2034000477767881}), (, {'error': 0.154271377293483}), (, {'error': 0.01460147889309471}), (, {'error': 0.5995187422389088}), (, {'error': 0.2894280610415587}), (, {'error': 0.3251822041191308}), (, {'error': 0.117171844635932}), (, {'error': 0.04081240524612362}), (, {'error': 0.17684480253756524}), (, {'error': 0.33170015264551156}), (, {'error': 1.0378497191149014}), (, {'error': 1.0195940560181036}), (, {'error': 0.30208377763611965}), (, {'error': 0.04651614824036876})]) -Toy 10/25 -Time taken: 56 min, 29 s -Projected time left: 1 h, 24 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1300 (1300 total) | -| EDM = 0.000154 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297384.93652567134 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.15 | 0.15 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.434 | 0.031 | | | -2 | 2 | | -| 3 | p4415_p | -2.19 | 0.16 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.38 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.63 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.50 | 0.24 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -3.27 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.22 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.04 | 0.16 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.89 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.24 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.17 | 0.17 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.597 | 0.027 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.42 | 0.18 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | | -| 20| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.8 | 1.4 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.04 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.001 -0.056 -0.105 0.001 0.019 0.048 0.030 -0.019 -0.006 -0.035 -0.144 0.033 -0.040 0.331 -0.126 0.124 0.050 0.262 -0.057 0.002 -0.017 0.024 -0.024 | -| rho_p | 0.001 1.000 0.043 0.014 -0.009 -0.024 0.003 0.005 0.003 -0.005 0.012 -0.005 -0.042 -0.012 0.007 -0.009 0.021 -0.002 -0.010 -0.012 -0.010 -0.003 -0.023 -0.043 | -| bplus_0 | -0.056 0.043 1.000 0.259 0.003 -0.148 0.014 0.108 0.065 -0.128 0.265 -0.140 -0.956 -0.258 0.111 -0.211 0.377 -0.084 -0.237 -0.284 0.001 0.049 -0.394 -0.595 | -| p4415_p | -0.105 0.014 0.259 1.000 0.002 -0.037 0.071 0.176 0.078 -0.040 0.456 -0.192 -0.165 -0.090 0.226 -0.396 -0.017 0.226 -0.130 -0.053 0.001 0.007 -0.111 -0.258 | -| phi_p | 0.001 -0.009 0.003 0.002 1.000 0.046 -0.001 -0.000 -0.000 0.000 0.001 0.002 0.001 -0.000 -0.000 -0.010 0.006 -0.018 0.000 0.004 0.017 0.815 0.001 -0.002 | -| omega_p | 0.019 -0.024 -0.148 -0.037 0.046 1.000 -0.002 -0.017 -0.012 0.032 -0.045 0.029 0.133 0.043 -0.017 0.032 -0.040 0.003 0.042 0.055 -0.524 0.033 0.485 0.043 | -| p3770_s | 0.048 0.003 0.014 0.071 -0.001 -0.002 1.000 -0.207 -0.134 -0.204 0.047 0.133 0.003 0.018 0.043 -0.105 0.033 0.205 0.024 -0.034 0.001 -0.006 -0.014 0.016 | -| p3770_p | 0.030 0.005 0.108 0.176 -0.000 -0.017 -0.207 1.000 0.035 -0.068 0.231 -0.056 -0.094 0.047 0.198 -0.137 -0.028 0.132 -0.049 0.234 0.001 0.002 -0.048 -0.094 | -| psi2s_p | -0.019 0.003 0.065 0.078 -0.000 -0.012 -0.134 0.035 1.000 -0.139 0.080 0.058 -0.037 -0.033 -0.005 -0.210 0.257 0.213 0.001 0.014 0.001 0.003 -0.030 -0.042 | -| Dbar_p | -0.006 -0.005 -0.128 -0.040 0.000 0.032 -0.204 -0.068 -0.139 1.000 -0.084 0.124 0.044 -0.117 -0.173 -0.484 -0.414 -0.032 0.064 0.279 0.003 -0.017 0.068 -0.026 | -| p4160_p | -0.035 0.012 0.265 0.456 0.001 -0.045 0.047 0.231 0.080 -0.084 1.000 -0.365 -0.166 -0.024 0.167 -0.386 -0.145 0.278 -0.030 0.037 0.000 0.015 -0.118 -0.190 | -| p4040_s | -0.144 -0.005 -0.140 -0.192 0.002 0.029 0.133 -0.056 0.058 0.124 -0.365 1.000 0.089 -0.045 -0.156 -0.100 0.157 0.044 0.090 -0.001 0.001 -0.013 0.062 0.079 | -| bplus_1 | 0.033 -0.042 -0.956 -0.165 0.001 0.133 0.003 -0.094 -0.037 0.044 -0.166 0.089 1.000 0.164 -0.055 0.129 -0.318 0.112 0.156 0.173 -0.003 -0.039 0.359 0.476 | -| DDstar_s | -0.040 -0.012 -0.258 -0.090 -0.000 0.043 0.018 0.047 -0.033 -0.117 -0.024 -0.045 0.164 1.000 -0.023 0.209 -0.035 -0.037 0.001 -0.034 0.000 -0.014 0.115 0.197 | -| p4040_p | 0.331 0.007 0.111 0.226 -0.000 -0.017 0.043 0.198 -0.005 -0.173 0.167 -0.156 -0.055 -0.023 1.000 -0.273 -0.034 0.223 0.059 -0.031 0.001 -0.001 -0.055 -0.079 | -| DDstar_p | -0.126 -0.009 -0.211 -0.396 -0.010 0.032 -0.105 -0.137 -0.210 -0.484 -0.386 -0.100 0.129 0.209 -0.273 1.000 0.161 -0.445 -0.003 -0.036 0.002 -0.021 0.090 0.167 | -| Ctt | 0.124 0.021 0.377 -0.017 0.006 -0.040 0.033 -0.028 0.257 -0.414 -0.145 0.157 -0.318 -0.035 -0.034 0.161 1.000 -0.252 0.078 -0.304 0.003 0.004 -0.143 -0.572 | -| jpsi_p | 0.050 -0.002 -0.084 0.226 -0.018 0.003 0.205 0.132 0.213 -0.032 0.278 0.044 0.112 -0.037 0.223 -0.445 -0.252 1.000 -0.005 0.166 0.007 -0.028 0.016 0.138 | -| p4415_s | 0.262 -0.010 -0.237 -0.130 0.000 0.042 0.024 -0.049 0.001 0.064 -0.030 0.090 0.156 0.001 0.059 -0.003 0.078 -0.005 1.000 0.035 0.001 -0.017 0.101 0.184 | -| Dbar_s | -0.057 -0.012 -0.284 -0.053 0.004 0.055 -0.034 0.234 0.014 0.279 0.037 -0.001 0.173 -0.034 -0.031 -0.036 -0.304 0.166 0.035 1.000 0.001 -0.018 0.131 0.161 | -| omega_s | 0.002 -0.010 0.001 0.001 0.017 -0.524 0.001 0.001 0.001 0.003 0.000 0.001 -0.003 0.000 0.001 0.002 0.003 0.007 0.001 0.001 1.000 -0.002 -0.015 -0.013 | -| phi_s | -0.017 -0.003 0.049 0.007 0.815 0.033 -0.006 0.002 0.003 -0.017 0.015 -0.013 -0.039 -0.014 -0.001 -0.021 0.004 -0.028 -0.017 -0.018 -0.002 1.000 -0.033 0.033 | -| rho_s | 0.024 -0.023 -0.394 -0.111 0.001 0.485 -0.014 -0.048 -0.030 0.068 -0.118 0.062 0.359 0.115 -0.055 0.090 -0.143 0.016 0.101 0.131 -0.015 -0.033 1.000 0.218 | -| bplus_2 | -0.024 -0.043 -0.595 -0.258 -0.002 0.043 0.016 -0.094 -0.042 -0.026 -0.190 0.079 0.476 0.197 -0.079 0.167 -0.572 0.138 0.184 0.161 -0.013 0.033 0.218 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15481024532567833}), (, {'error': 0.05052697197053879}), (, {'error': 0.03140172527155427}), (, {'error': 0.1624874861634269}), (, {'error': 0.3101433422528732}), (, {'error': 0.2558734347215994}), (, {'error': 0.2395418253892727}), (, {'error': 0.10761692318998084}), (, {'error': 0.03202932757385657}), (, {'error': 0.41213086291968626}), (, {'error': 0.1093939460990172}), (, {'error': 0.16168596056377116}), (, {'error': 0.05135334731852281}), (, {'error': 0.09678745469744826}), (, {'error': 0.17631058881522232}), (, {'error': 0.4975050261939824}), (, {'error': 0.16702877506522984}), (, {'error': 0.027356243512054235}), (, {'error': 0.1768997490302502}), (, {'error': 0.3920541068184343}), (, {'error': 3.687467957449341}), (, {'error': 1.3886533047522125}), (, {'error': 0.35908652275525477}), (, {'error': 0.07733505560470944})]) -Toy 11/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 18 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1323 (1323 total) | -| EDM = 8.07E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297110.715575044 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.39 | 0.03 | | | -2 | 2 | | -| 3 | p4415_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.24 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 4.01 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.942 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.19 | 0.15 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.16 | 0.13 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -3.36 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 4.688 | 0.029 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.13 | 0.39 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 20| omega_s | 6.1 | 1.1 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.48 | 0.05 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.001 0.000 -0.003 -0.000 -0.000 0.002 0.008 0.002 0.002 -0.002 -0.008 0.001 0.000 -0.007 0.014 -0.001 0.010 0.010 0.002 -0.000 -0.001 0.000 -0.012 | -| rho_p | 0.001 1.000 0.201 -0.007 0.051 0.012 0.037 0.023 -0.011 0.047 -0.000 -0.004 -0.214 0.002 0.026 0.008 0.006 -0.044 0.028 -0.000 0.311 0.099 -0.043 -0.295 | -| bplus_0 | 0.000 0.201 1.000 0.023 -0.004 -0.017 -0.015 0.057 -0.065 -0.024 0.002 0.003 -0.981 0.002 -0.096 0.007 0.004 0.070 -0.075 0.001 0.293 0.180 -0.523 -0.445 | -| p4415_p | -0.003 -0.007 0.023 1.000 -0.000 -0.000 -0.012 -0.010 0.025 0.021 -0.000 0.059 -0.029 -0.005 -0.014 -0.021 -0.003 0.001 -0.276 -0.004 0.007 0.011 -0.013 0.050 | -| phi_p | -0.000 0.051 -0.004 -0.000 1.000 -0.005 -0.000 -0.001 -0.001 0.002 -0.000 0.001 0.002 0.000 0.000 0.001 -0.000 -0.013 0.001 0.000 -0.007 0.528 0.013 -0.007 | -| omega_p | -0.000 0.012 -0.017 -0.000 -0.005 1.000 -0.000 -0.001 0.002 -0.000 -0.000 0.000 0.017 -0.000 0.001 -0.000 -0.000 0.002 0.000 -0.000 -0.154 -0.012 0.038 0.012 | -| p3770_s | 0.002 0.037 -0.015 -0.012 -0.000 -0.000 1.000 -0.116 -0.389 0.063 -0.000 0.127 -0.011 0.006 0.119 0.234 -0.023 0.156 0.034 0.052 -0.012 -0.034 0.019 -0.143 | -| p3770_p | 0.008 0.023 0.057 -0.010 -0.001 -0.001 -0.116 1.000 0.163 0.416 0.000 -0.117 -0.095 0.000 0.134 0.181 -0.020 0.305 0.041 0.033 0.004 -0.010 -0.012 -0.152 | -| psi2s_p | 0.002 -0.011 -0.065 0.025 -0.001 0.002 -0.389 0.163 1.000 0.132 0.003 0.050 0.004 0.017 -0.150 0.183 0.013 0.086 -0.084 0.039 -0.027 -0.020 0.050 0.173 | -| Dbar_p | 0.002 0.047 -0.024 0.021 0.002 -0.000 0.063 0.416 0.132 1.000 0.003 0.067 -0.078 0.009 -0.050 -0.159 -0.016 0.454 -0.082 0.038 -0.029 -0.050 0.053 -0.182 | -| p4160_p | -0.002 -0.000 0.002 -0.000 -0.000 -0.000 -0.000 0.000 0.003 0.003 1.000 0.009 -0.002 -0.000 -0.002 -0.001 -0.000 0.002 0.002 -0.000 0.001 0.001 -0.001 0.001 | -| p4040_s | -0.008 -0.004 0.003 0.059 0.001 0.000 0.127 -0.117 0.050 0.067 0.009 1.000 -0.059 -0.002 -0.207 -0.130 0.036 -0.085 -0.209 -0.033 0.000 0.004 0.003 0.225 | -| bplus_1 | 0.001 -0.214 -0.981 -0.029 0.002 0.017 -0.011 -0.095 0.004 -0.078 -0.002 -0.059 1.000 0.013 0.080 -0.060 0.006 -0.120 0.106 0.005 -0.284 -0.169 0.499 0.380 | -| DDstar_s | 0.000 0.002 0.002 -0.005 0.000 -0.000 0.006 0.000 0.017 0.009 -0.000 -0.002 0.013 1.000 0.022 0.013 0.000 0.017 0.015 -0.002 0.003 0.001 -0.006 -0.022 | -| p4040_p | -0.007 0.026 -0.096 -0.014 0.000 0.001 0.119 0.134 -0.150 -0.050 -0.002 -0.207 0.080 0.022 1.000 0.279 -0.008 0.085 0.027 0.046 -0.035 -0.048 0.062 -0.122 | -| DDstar_p | 0.014 0.008 0.007 -0.021 0.001 -0.000 0.234 0.181 0.183 -0.159 -0.001 -0.130 -0.060 0.013 0.279 1.000 0.000 0.388 0.080 -0.010 -0.006 -0.010 0.010 0.046 | -| Ctt | -0.001 0.006 0.004 -0.003 -0.000 -0.000 -0.023 -0.020 0.013 -0.016 -0.000 0.036 0.006 0.000 -0.008 0.000 1.000 0.015 0.007 0.003 0.000 -0.003 -0.001 -0.087 | -| jpsi_p | 0.010 -0.044 0.070 0.001 -0.013 0.002 0.156 0.305 0.086 0.454 0.002 -0.085 -0.120 0.017 0.085 0.388 0.015 1.000 0.006 0.037 -0.007 0.008 -0.003 -0.036 | -| p4415_s | 0.010 0.028 -0.075 -0.276 0.001 0.000 0.034 0.041 -0.084 -0.082 0.002 -0.209 0.106 0.015 0.027 0.080 0.007 0.006 1.000 0.013 -0.022 -0.036 0.041 -0.218 | -| Dbar_s | 0.002 -0.000 0.001 -0.004 0.000 -0.000 0.052 0.033 0.039 0.038 -0.000 -0.033 0.005 -0.002 0.046 -0.010 0.003 0.037 0.013 1.000 0.003 0.002 -0.005 0.023 | -| omega_s | -0.000 0.311 0.293 0.007 -0.007 -0.154 -0.012 0.004 -0.027 -0.029 0.001 0.000 -0.284 0.003 -0.035 -0.006 0.000 -0.007 -0.022 0.003 1.000 0.092 -0.508 -0.126 | -| phi_s | -0.001 0.099 0.180 0.011 0.528 -0.012 -0.034 -0.010 -0.020 -0.050 0.001 0.004 -0.169 0.001 -0.048 -0.010 -0.003 0.008 -0.036 0.002 0.092 1.000 -0.118 0.020 | -| rho_s | 0.000 -0.043 -0.523 -0.013 0.013 0.038 0.019 -0.012 0.050 0.053 -0.001 0.003 0.499 -0.006 0.062 0.010 -0.001 -0.003 0.041 -0.005 -0.508 -0.118 1.000 0.204 | -| bplus_2 | -0.012 -0.295 -0.445 0.050 -0.007 0.012 -0.143 -0.152 0.173 -0.182 0.001 0.225 0.380 -0.022 -0.122 0.046 -0.087 -0.036 -0.218 0.023 -0.126 0.020 0.204 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01589090937255666}), (, {'error': 0.5045114575129555}), (, {'error': 0.033094432984201116}), (, {'error': 0.2290928316625469}), (, {'error': 0.3791966413186527}), (, {'error': 0.16724761980400782}), (, {'error': 0.23178868722070645}), (, {'error': 0.10623372111224949}), (, {'error': 0.03116890424876484}), (, {'error': 0.3313211161255807}), (, {'error': 0.010149432366584943}), (, {'error': 0.15489695927626734}), (, {'error': 0.05915517734761355}), (, {'error': 0.016667130177830225}), (, {'error': 0.12931556804290323}), (, {'error': 0.3076007172882236}), (, {'error': 0.04008799795021167}), (, {'error': 0.028883739457843838}), (, {'error': 0.3928290423770258}), (, {'error': 0.031741427505657616}), (, {'error': 1.1057396863534077}), (, {'error': 1.0537834505530395}), (, {'error': 0.3988810256400427}), (, {'error': 0.05237414698672094})]) -Toy 12/25 -Time taken: 1 h, 7 min -Projected time left: 1 h, 12 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.042E+05 | Ncalls=496 (507 total) | -| EDM = 2.06E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 304236.8110435697 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.207 | 0.001 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 3.432 | 0.004 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -1.036 | 0.027 | | | -2 | 2 | | -| 3 | p4415_p | 0.568E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -3.570 | 0.005 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.302 | 0.004 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 1.619 | 0.001 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 0.453 | 0.007 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | -1.708 | 0.014 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 1.354 | 0.020 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 0.126 | 0.005 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.433 | 0.001 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 1.930 | 0.001 | | | -2 | 2 | | -| 13| DDstar_s | -2.560E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | 1.111 | 0.006 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -5.340 | 0.004 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.696 | 0.001 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 6 | 12 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.465 | 0.001 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -2.934E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 20| omega_s | 0.467E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.299 | 0.003 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.180 | 0.001 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.021 | 0.003 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.014 -0.110 0.046 0.040 -0.005 0.001 0.083 0.108 -0.099 0.055 0.002 -0.103 0.005 -0.032 -0.077 0.049 -0.110 -0.013 -0.001 -0.001 0.003 0.010 -0.099 | -| rho_p | 0.014 1.000 -0.129 0.054 0.047 -0.006 0.001 0.098 0.127 -0.116 0.065 0.003 -0.121 0.006 -0.038 -0.090 0.057 -0.129 -0.015 -0.001 -0.001 0.004 0.012 -0.116 | -| bplus_0 | -0.110 -0.129 1.000 -0.420 -0.363 0.045 -0.010 -0.755 -0.986 0.900 -0.507 -0.020 0.939 -0.043 0.291 0.696 -0.443 0.999 0.119 0.006 0.006 -0.029 -0.091 0.897 | -| p4415_p | 0.046 0.054 -0.420 1.000 0.153 -0.019 0.004 0.318 0.415 -0.379 0.214 0.008 -0.395 0.018 -0.123 -0.293 0.187 -0.421 -0.050 -0.002 -0.002 0.012 0.038 -0.378 | -| phi_p | 0.040 0.047 -0.363 0.153 1.000 -0.016 0.003 0.275 0.359 -0.327 0.185 0.007 -0.342 0.016 -0.106 -0.253 0.161 -0.363 -0.043 -0.002 -0.002 0.010 0.033 -0.326 | -| omega_p | -0.005 -0.006 0.045 -0.019 -0.016 1.000 -0.000 -0.034 -0.044 0.040 -0.023 -0.001 0.042 -0.002 0.013 0.031 -0.020 0.045 0.005 0.000 0.000 -0.001 -0.004 0.040 | -| p3770_s | 0.001 0.001 -0.010 0.004 0.003 -0.000 1.000 0.007 0.009 -0.009 0.005 0.000 -0.009 0.000 -0.003 -0.007 0.004 -0.010 -0.001 -0.000 -0.000 0.000 0.001 -0.009 | -| p3770_p | 0.083 0.098 -0.755 0.318 0.275 -0.034 0.007 1.000 0.746 -0.681 0.384 0.015 -0.711 0.032 -0.220 -0.527 0.336 -0.756 -0.090 -0.004 -0.004 0.022 0.069 -0.679 | -| psi2s_p | 0.108 0.127 -0.986 0.415 0.359 -0.044 0.009 0.746 1.000 -0.889 0.501 0.019 -0.928 0.042 -0.288 -0.688 0.438 -0.987 -0.118 -0.006 -0.006 0.029 0.090 -0.886 | -| Dbar_p | -0.099 -0.116 0.900 -0.379 -0.327 0.040 -0.009 -0.681 -0.889 1.000 -0.457 -0.018 0.847 -0.038 0.263 0.628 -0.400 0.901 0.107 0.005 0.005 -0.026 -0.082 0.809 | -| p4160_p | 0.055 0.065 -0.507 0.214 0.185 -0.023 0.005 0.384 0.501 -0.457 1.000 0.010 -0.477 0.022 -0.148 -0.354 0.225 -0.508 -0.061 -0.003 -0.003 0.015 0.046 -0.456 | -| p4040_s | 0.002 0.003 -0.020 0.008 0.007 -0.001 0.000 0.015 0.019 -0.018 0.010 1.000 -0.018 0.001 -0.006 -0.014 0.009 -0.020 -0.002 -0.000 -0.000 0.001 0.002 -0.018 | -| bplus_1 | -0.103 -0.121 0.939 -0.395 -0.342 0.042 -0.009 -0.711 -0.928 0.847 -0.477 -0.018 1.000 -0.040 0.274 0.655 -0.417 0.940 0.112 0.005 0.005 -0.027 -0.085 0.844 | -| DDstar_s | 0.005 0.006 -0.043 0.018 0.016 -0.002 0.000 0.032 0.042 -0.038 0.022 0.001 -0.040 1.000 -0.012 -0.030 0.019 -0.043 -0.005 -0.000 -0.000 0.001 0.004 -0.038 | -| p4040_p | -0.032 -0.038 0.291 -0.123 -0.106 0.013 -0.003 -0.220 -0.288 0.263 -0.148 -0.006 0.274 -0.012 1.000 0.204 -0.129 0.292 0.035 0.002 0.002 -0.008 -0.027 0.262 | -| DDstar_p | -0.077 -0.090 0.696 -0.293 -0.253 0.031 -0.007 -0.527 -0.688 0.628 -0.354 -0.014 0.655 -0.030 0.204 1.000 -0.309 0.697 0.083 0.004 0.004 -0.020 -0.063 0.626 | -| Ctt | 0.049 0.057 -0.443 0.187 0.161 -0.020 0.004 0.336 0.438 -0.400 0.225 0.009 -0.417 0.019 -0.129 -0.309 1.000 -0.444 -0.053 -0.003 -0.003 0.013 0.040 -0.398 | -| jpsi_p | -0.110 -0.129 0.999 -0.421 -0.363 0.045 -0.010 -0.756 -0.987 0.901 -0.508 -0.020 0.940 -0.043 0.292 0.697 -0.444 1.000 0.119 0.006 0.006 -0.029 -0.091 0.898 | -| p4415_s | -0.013 -0.015 0.119 -0.050 -0.043 0.005 -0.001 -0.090 -0.118 0.107 -0.061 -0.002 0.112 -0.005 0.035 0.083 -0.053 0.119 1.000 0.001 0.001 -0.003 -0.011 0.107 | -| Dbar_s | -0.001 -0.001 0.006 -0.002 -0.002 0.000 -0.000 -0.004 -0.006 0.005 -0.003 -0.000 0.005 -0.000 0.002 0.004 -0.003 0.006 0.001 1.000 0.000 -0.000 -0.001 0.005 | -| omega_s | -0.001 -0.001 0.006 -0.002 -0.002 0.000 -0.000 -0.004 -0.006 0.005 -0.003 -0.000 0.005 -0.000 0.002 0.004 -0.003 0.006 0.001 0.000 1.000 -0.000 -0.001 0.005 | -| phi_s | 0.003 0.004 -0.029 0.012 0.010 -0.001 0.000 0.022 0.029 -0.026 0.015 0.001 -0.027 0.001 -0.008 -0.020 0.013 -0.029 -0.003 -0.000 -0.000 1.000 0.003 -0.026 | -| rho_s | 0.010 0.012 -0.091 0.038 0.033 -0.004 0.001 0.069 0.090 -0.082 0.046 0.002 -0.085 0.004 -0.027 -0.063 0.040 -0.091 -0.011 -0.001 -0.001 0.003 1.000 -0.082 | -| bplus_2 | -0.099 -0.116 0.897 -0.378 -0.326 0.040 -0.009 -0.679 -0.886 0.809 -0.456 -0.018 0.844 -0.038 0.262 0.626 -0.398 0.898 0.107 0.005 0.005 -0.026 -0.082 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0008081297247132246}), (, {'error': 0.003994545939581151}), (, {'error': 0.02724507172051127}), (, {'error': 0.002105992604568563}), (, {'error': 0.004710307974668204}), (, {'error': 0.0043363659445749825}), (, {'error': 0.0009553493903473598}), (, {'error': 0.007305414667194032}), (, {'error': 0.013785871465832766}), (, {'error': 0.02022693122925423}), (, {'error': 0.005270660806351302}), (, {'error': 0.0006649899152494365}), (, {'error': 0.0009600022958535792}), (, {'error': 0.00011503472416302118}), (, {'error': 0.005779764354085781}), (, {'error': 0.003870644636748466}), (, {'error': 0.001078989014318521}), (, {'error': 11.703036641698581}), (, {'error': 0.0007991936396557486}), (, {'error': 4.591410310453292e-05}), (, {'error': 0.0010918190813256068}), (, {'error': 0.003189551887741615}), (, {'error': 0.0007433384875608073}), (, {'error': 0.0032583243518804483})]) -Toy 13/25 -Time taken: 1 h, 10 min -Projected time left: 1 h, 5 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1361 (1361 total) | -| EDM = 0.000408 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297044.878210332 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.22 | 0.14 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.459 | 0.005 | | | -2 | 2 | | -| 3 | p4415_p | -2.49 | 0.26 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 6.03 | 0.16 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.15 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.89 | 0.28 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.83 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.40 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.37 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.841 | 0.009 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.80 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -4.73 | 0.25 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.024 | 0.089 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.58 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.24 | 0.14 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | | -| 20| omega_s | 5.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 16.8 | 0.7 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.83 | 0.22 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.31 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 -0.050 -0.228 0.410 0.021 0.008 0.436 0.276 0.441 -0.436 0.467 0.373 -0.215 0.521 0.552 0.379 0.022 0.490 0.082 0.507 0.013 0.046 0.010 -0.133 | -| rho_p | -0.050 1.000 0.134 -0.102 0.053 -0.085 -0.095 -0.082 -0.109 0.111 -0.117 -0.087 0.119 -0.127 -0.110 -0.110 0.012 -0.114 0.013 -0.118 0.098 0.056 0.035 0.200 | -| bplus_0 | -0.228 0.134 1.000 -0.470 -0.008 -0.006 -0.414 -0.268 -0.463 0.396 -0.513 -0.377 0.085 -0.540 -0.485 -0.329 0.097 -0.497 0.136 -0.540 -0.016 -0.068 0.015 0.068 | -| p4415_p | 0.410 -0.102 -0.470 1.000 0.032 0.012 0.719 0.505 0.767 -0.740 0.850 0.641 -0.448 0.877 0.806 0.703 -0.168 0.838 -0.121 0.820 0.022 0.086 0.022 -0.227 | -| phi_p | 0.021 0.053 -0.008 0.032 1.000 0.012 0.030 0.017 0.032 -0.028 0.034 0.029 -0.007 0.035 0.033 0.025 -0.013 0.034 -0.004 0.033 -0.006 0.411 -0.006 0.018 | -| omega_p | 0.008 -0.085 -0.006 0.012 0.012 1.000 0.012 0.007 0.012 -0.011 0.013 0.011 -0.004 0.014 0.013 0.010 -0.004 0.013 -0.002 0.013 0.254 0.012 0.047 0.005 | -| p3770_s | 0.436 -0.095 -0.414 0.719 0.030 0.012 1.000 0.390 0.663 -0.664 0.772 0.657 -0.394 0.815 0.731 0.670 -0.188 0.793 -0.080 0.734 0.020 0.078 0.020 -0.233 | -| p3770_p | 0.276 -0.082 -0.268 0.505 0.017 0.007 0.390 1.000 0.518 -0.510 0.561 0.416 -0.253 0.559 0.547 0.487 -0.146 0.547 -0.088 0.439 0.011 0.058 0.026 -0.142 | -| psi2s_p | 0.441 -0.109 -0.463 0.767 0.032 0.012 0.663 0.518 1.000 -0.741 0.830 0.671 -0.437 0.884 0.782 0.707 -0.100 0.857 -0.092 0.807 0.021 0.089 0.027 -0.283 | -| Dbar_p | -0.436 0.111 0.396 -0.740 -0.028 -0.011 -0.664 -0.510 -0.741 1.000 -0.799 -0.652 0.367 -0.866 -0.751 -0.650 0.264 -0.809 0.082 -0.791 -0.018 -0.086 -0.036 0.198 | -| p4160_p | 0.467 -0.117 -0.513 0.850 0.034 0.013 0.772 0.561 0.830 -0.799 1.000 0.660 -0.489 0.943 0.858 0.782 -0.231 0.907 -0.078 0.867 0.023 0.095 0.027 -0.266 | -| p4040_s | 0.373 -0.087 -0.377 0.641 0.029 0.011 0.657 0.416 0.671 -0.652 0.660 1.000 -0.355 0.766 0.664 0.587 -0.042 0.732 -0.040 0.727 0.019 0.074 0.020 -0.234 | -| bplus_1 | -0.215 0.119 0.085 -0.448 -0.007 -0.004 -0.394 -0.253 -0.437 0.367 -0.489 -0.355 1.000 -0.511 -0.462 -0.293 0.083 -0.470 0.143 -0.517 -0.006 -0.061 -0.031 0.056 | -| DDstar_s | 0.521 -0.127 -0.540 0.877 0.035 0.014 0.815 0.559 0.884 -0.866 0.943 0.766 -0.511 1.000 0.902 0.817 -0.192 0.955 -0.103 0.941 0.025 0.102 0.031 -0.308 | -| p4040_p | 0.552 -0.110 -0.485 0.806 0.033 0.013 0.731 0.547 0.782 -0.751 0.858 0.664 -0.462 0.902 1.000 0.743 -0.227 0.866 -0.077 0.827 0.022 0.090 0.025 -0.256 | -| DDstar_p | 0.379 -0.110 -0.329 0.703 0.025 0.010 0.670 0.487 0.707 -0.650 0.782 0.587 -0.293 0.817 0.743 1.000 -0.121 0.764 -0.142 0.808 0.016 0.084 0.042 -0.247 | -| Ctt | 0.022 0.012 0.097 -0.168 -0.013 -0.004 -0.188 -0.146 -0.100 0.264 -0.231 -0.042 0.083 -0.192 -0.227 -0.121 1.000 -0.229 0.169 -0.161 -0.010 -0.019 0.006 0.368 | -| jpsi_p | 0.490 -0.114 -0.497 0.838 0.034 0.013 0.793 0.547 0.857 -0.809 0.907 0.732 -0.470 0.955 0.866 0.764 -0.229 1.000 -0.107 0.869 0.022 0.091 0.026 -0.296 | -| p4415_s | 0.082 0.013 0.136 -0.121 -0.004 -0.002 -0.080 -0.088 -0.092 0.082 -0.078 -0.040 0.143 -0.103 -0.077 -0.142 0.169 -0.107 1.000 -0.087 -0.004 -0.012 0.003 -0.045 | -| Dbar_s | 0.507 -0.118 -0.540 0.820 0.033 0.013 0.734 0.439 0.807 -0.791 0.867 0.727 -0.517 0.941 0.827 0.808 -0.161 0.869 -0.087 1.000 0.024 0.095 0.024 -0.297 | -| omega_s | 0.013 0.098 -0.016 0.022 -0.006 0.254 0.020 0.011 0.021 -0.018 0.023 0.019 -0.006 0.025 0.022 0.016 -0.010 0.022 -0.004 0.024 1.000 0.027 -0.334 0.007 | -| phi_s | 0.046 0.056 -0.068 0.086 0.411 0.012 0.078 0.058 0.089 -0.086 0.095 0.074 -0.061 0.102 0.090 0.084 -0.019 0.091 -0.012 0.095 0.027 1.000 -0.022 -0.079 | -| rho_s | 0.010 0.035 0.015 0.022 -0.006 0.047 0.020 0.026 0.027 -0.036 0.027 0.020 -0.031 0.031 0.025 0.042 0.006 0.026 0.003 0.024 -0.334 -0.022 1.000 -0.087 | -| bplus_2 | -0.133 0.200 0.068 -0.227 0.018 0.005 -0.233 -0.142 -0.283 0.198 -0.266 -0.234 0.056 -0.308 -0.256 -0.247 0.368 -0.296 -0.045 -0.297 0.007 -0.079 -0.087 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13533549678220647}), (, {'error': 0.349429285799967}), (, {'error': 0.0050143238259579}), (, {'error': 0.2649135849742761}), (, {'error': 0.1586993366035978}), (, {'error': 0.20819300253200623}), (, {'error': 0.28310238622250194}), (, {'error': 0.09694217827394591}), (, {'error': 0.05014069203229976}), (, {'error': 0.3259324216371535}), (, {'error': 0.19793451293283804}), (, {'error': 0.1746342717402397}), (, {'error': 0.008970866134139888}), (, {'error': 0.5929626648784219}), (, {'error': 0.22071849631329865}), (, {'error': 0.25204100140544927}), (, {'error': 0.08944347014966048}), (, {'error': 0.06311252891079322}), (, {'error': 0.1377536242367835}), (, {'error': 0.5917941094578905}), (, {'error': 0.7648255192750884}), (, {'error': 0.7134314028595767}), (, {'error': 0.22185318921347408}), (, {'error': 0.03770384277551497})]) -Toy 14/25 -Time taken: 1 h, 16 min -Projected time left: 59 min, 46 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=247 (247 total) | -| EDM = 3E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297178.266304356 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.85 | 0.15 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.20 | 0.42 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.478 | 0.009 | | | -2 | 2 | | -| 3 | p4415_p | -6.0 | 1.9 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -0.44 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.7 | 2.1 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.51 | 0.21 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.88 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.899 | 0.029 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -4.53 | 0.24 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -1.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.62 | 0.15 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.920 | 0.017 | | | -2 | 2 | | -| 13| DDstar_s | 0.06 | 0.09 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.74 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -1.11 | 0.15 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -1.614 | 0.023 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.126 | 0.022 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.299 | 0.017 | | | -0.3 | 0.3 | | -| 20| omega_s | 6.9 | 3.1 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 17.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.29 | 0.07 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.094 0.013 -0.121 -0.007 0.070 0.025 -0.048 -0.063 -0.058 -0.076 0.219 0.018 -0.151 0.238 0.087 0.199 -0.039 0.011 -0.002 0.071 -0.007 0.035 -0.178 | -| rho_p | 0.094 1.000 0.070 -0.068 -0.106 0.766 0.026 -0.064 -0.013 0.021 0.011 0.092 -0.089 -0.109 -0.018 0.063 0.057 -0.294 0.016 0.014 0.779 0.170 0.501 -0.402 | -| bplus_0 | 0.013 0.070 1.000 -0.026 -0.046 0.100 -0.026 -0.061 0.026 -0.103 0.064 0.043 -0.457 -0.354 0.019 0.168 0.081 0.043 0.009 -0.014 0.108 0.038 -0.068 -0.243 | -| p4415_p | -0.121 -0.068 -0.026 1.000 0.006 -0.052 -0.011 0.048 0.023 0.046 -0.209 -0.103 -0.038 0.234 -0.087 -0.140 -0.150 0.028 -0.199 -0.010 -0.053 0.004 -0.023 0.115 | -| phi_p | -0.007 -0.106 -0.046 0.006 1.000 -0.223 0.000 0.009 0.002 0.005 -0.003 -0.008 0.008 0.028 0.001 -0.014 -0.008 0.028 -0.002 0.000 -0.226 0.453 -0.056 0.034 | -| omega_p | 0.070 0.766 0.100 -0.052 -0.223 1.000 0.012 -0.062 -0.016 0.005 0.009 0.071 -0.069 -0.118 -0.014 0.066 0.037 -0.272 0.013 0.012 0.992 0.123 0.452 -0.306 | -| p3770_s | 0.025 0.026 -0.026 -0.011 0.000 0.012 1.000 -0.220 -0.414 -0.104 0.006 0.065 -0.029 0.022 -0.063 0.038 -0.155 -0.047 0.003 0.063 0.012 -0.010 0.007 0.025 | -| p3770_p | -0.048 -0.064 -0.061 0.048 0.009 -0.062 -0.220 1.000 0.022 0.191 0.115 -0.051 -0.074 0.140 0.147 -0.030 -0.154 0.021 -0.006 0.083 -0.063 -0.011 -0.023 0.053 | -| psi2s_p | -0.063 -0.013 0.026 0.023 0.002 -0.016 -0.414 0.022 1.000 -0.057 -0.078 -0.121 0.041 -0.120 -0.098 0.107 0.145 -0.027 -0.007 0.055 -0.016 -0.002 -0.010 0.016 | -| Dbar_p | -0.058 0.021 -0.103 0.046 0.005 0.005 -0.104 0.191 -0.057 1.000 -0.064 -0.130 -0.100 -0.274 -0.052 0.142 -0.271 0.149 -0.012 0.038 0.004 -0.013 0.022 -0.071 | -| p4160_p | -0.076 0.011 0.064 -0.209 -0.003 0.009 0.006 0.115 -0.078 -0.064 1.000 -0.312 0.072 -0.017 0.325 0.068 -0.267 -0.025 0.049 0.043 0.010 0.001 -0.006 -0.020 | -| p4040_s | 0.219 0.092 0.043 -0.103 -0.008 0.071 0.065 -0.051 -0.121 -0.130 -0.312 1.000 0.056 -0.201 -0.079 0.121 0.134 -0.068 0.013 0.002 0.072 -0.003 0.030 -0.137 | -| bplus_1 | 0.018 -0.089 -0.457 -0.038 0.008 -0.069 -0.029 -0.074 0.041 -0.100 0.072 0.056 1.000 -0.346 0.021 0.161 0.088 0.073 0.012 -0.017 -0.070 -0.011 -0.038 -0.157 | -| DDstar_s | -0.151 -0.109 -0.354 0.234 0.028 -0.118 0.022 0.140 -0.120 -0.274 -0.017 -0.201 -0.346 1.000 0.088 -0.495 0.091 0.022 -0.046 -0.004 -0.123 -0.028 0.005 0.163 | -| p4040_p | 0.238 -0.018 0.019 -0.087 0.001 -0.014 -0.063 0.147 -0.098 -0.052 0.325 -0.079 0.021 0.088 1.000 -0.020 -0.291 -0.024 0.024 0.025 -0.014 0.001 -0.011 0.046 | -| DDstar_p | 0.087 0.063 0.168 -0.140 -0.014 0.066 0.038 -0.030 0.107 0.142 0.068 0.121 0.161 -0.495 -0.020 1.000 -0.037 0.080 0.028 -0.007 0.069 0.014 0.002 -0.086 | -| Ctt | 0.199 0.057 0.081 -0.150 -0.008 0.037 -0.155 -0.154 0.145 -0.271 -0.267 0.134 0.088 0.091 -0.291 -0.037 1.000 0.173 0.024 0.011 0.038 -0.013 0.016 -0.549 | -| jpsi_p | -0.039 -0.294 0.043 0.028 0.028 -0.272 -0.047 0.021 -0.027 0.149 -0.025 -0.068 0.073 0.022 -0.024 0.080 0.173 1.000 -0.006 0.099 -0.274 -0.025 -0.133 0.021 | -| p4415_s | 0.011 0.016 0.009 -0.199 -0.002 0.013 0.003 -0.006 -0.007 -0.012 0.049 0.013 0.012 -0.046 0.024 0.028 0.024 -0.006 1.000 0.002 0.013 -0.001 0.005 -0.031 | -| Dbar_s | -0.002 0.014 -0.014 -0.010 0.000 0.012 0.063 0.083 0.055 0.038 0.043 0.002 -0.017 -0.004 0.025 -0.007 0.011 0.099 0.002 1.000 0.011 -0.000 0.007 -0.009 | -| omega_s | 0.071 0.779 0.108 -0.053 -0.226 0.992 0.012 -0.063 -0.016 0.004 0.010 0.072 -0.070 -0.123 -0.014 0.069 0.038 -0.274 0.013 0.011 1.000 0.125 0.396 -0.309 | -| phi_s | -0.007 0.170 0.038 0.004 0.453 0.123 -0.010 -0.011 -0.002 -0.013 0.001 -0.003 -0.011 -0.028 0.001 0.014 -0.013 -0.025 -0.001 -0.000 0.125 1.000 0.103 0.013 | -| rho_s | 0.035 0.501 -0.068 -0.023 -0.056 0.452 0.007 -0.023 -0.010 0.022 -0.006 0.030 -0.038 0.005 -0.011 0.002 0.016 -0.133 0.005 0.007 0.396 0.103 1.000 -0.154 | -| bplus_2 | -0.178 -0.402 -0.243 0.115 0.034 -0.306 0.025 0.053 0.016 -0.071 -0.020 -0.137 -0.157 0.163 0.046 -0.086 -0.549 0.021 -0.031 -0.009 -0.309 0.013 -0.154 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.145302929246803}), (, {'error': 0.42042595307021813}), (, {'error': 0.008910948521215767}), (, {'error': 1.9159615362733167}), (, {'error': 0.18901554075042748}), (, {'error': 2.073713088728798}), (, {'error': 0.20811798223491884}), (, {'error': 0.08648359005033512}), (, {'error': 0.02855146230261152}), (, {'error': 0.24178253591320775}), (, {'error': 0.10344583271154129}), (, {'error': 0.1497131893555469}), (, {'error': 0.017196876845686937}), (, {'error': 0.08746614975188047}), (, {'error': 0.2651086126765163}), (, {'error': 0.528882968071505}), (, {'error': 0.14797378522648752}), (, {'error': 0.022825295223037223}), (, {'error': 0.022362994643260248}), (, {'error': 0.01725680302557861}), (, {'error': 3.115614907858305}), (, {'error': 0.9208400467894755}), (, {'error': 0.43108900217733004}), (, {'error': 0.06735959061372832})]) -Toy 15/25 -Time taken: 1 h, 19 min -Projected time left: 53 min -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=1530 (1530 total) | -| EDM = 0.00174 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296979.01666444365 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.89 | 0.18 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.474 | 0.009 | | | -2 | 2 | | -| 3 | p4415_p | 3.74 | 0.27 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -0.25 | 0.15 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.16 | 0.18 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.89 | 0.26 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.34 | 0.08 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 3.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.01 | 0.16 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.98 | 0.19 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.864 | 0.018 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.25 | 0.27 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -6 | 13 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.64 | 0.09 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.26 | 0.15 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 20| omega_s | 6.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 17.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.82 | 0.24 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.50 | 0.04 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.041 0.658 0.647 0.041 0.017 0.563 0.071 0.649 -0.714 0.612 0.556 0.663 -0.731 0.720 -0.738 -0.224 0.708 0.350 -0.569 0.061 0.080 -0.092 0.338 | -| rho_p | 0.041 1.000 0.013 0.036 0.050 -0.068 0.029 -0.019 0.030 -0.023 0.023 0.036 0.015 -0.056 0.033 -0.027 -0.033 0.036 0.016 -0.029 0.175 0.066 0.088 -0.128 | -| bplus_0 | 0.658 0.013 1.000 0.754 0.034 0.016 0.607 0.052 0.741 -0.782 0.702 0.681 0.743 -0.885 0.740 -0.821 -0.360 0.794 0.269 -0.643 0.075 0.108 -0.130 0.339 | -| p4415_p | 0.647 0.036 0.754 1.000 0.046 0.020 0.670 0.154 0.777 -0.838 0.799 0.670 0.759 -0.780 0.796 -0.882 -0.334 0.844 0.231 -0.647 0.070 0.097 -0.101 0.385 | -| phi_p | 0.041 0.050 0.034 0.046 1.000 0.013 0.039 0.004 0.045 -0.045 0.043 0.041 0.038 -0.046 0.045 -0.049 -0.024 0.048 0.015 -0.037 -0.009 0.426 -0.002 -0.006 | -| omega_p | 0.017 -0.068 0.016 0.020 0.013 1.000 0.017 0.002 0.019 -0.019 0.018 0.018 0.017 -0.020 0.019 -0.021 -0.010 0.020 0.007 -0.016 0.273 0.014 0.012 -0.002 | -| p3770_s | 0.563 0.029 0.607 0.670 0.039 0.017 1.000 0.068 0.608 -0.687 0.667 0.613 0.609 -0.612 0.669 -0.756 -0.302 0.736 0.207 -0.521 0.057 0.079 -0.084 0.338 | -| p3770_p | 0.071 -0.019 0.052 0.154 0.004 0.002 0.068 1.000 0.156 -0.115 0.235 0.071 0.046 0.024 0.198 -0.189 -0.053 0.179 -0.054 -0.103 0.005 0.016 -0.004 0.056 | -| psi2s_p | 0.649 0.030 0.741 0.777 0.045 0.019 0.608 0.156 1.000 -0.818 0.765 0.692 0.743 -0.758 0.767 -0.881 -0.269 0.855 0.254 -0.640 0.069 0.098 -0.098 0.426 | -| Dbar_p | -0.714 -0.023 -0.782 -0.838 -0.045 -0.019 -0.687 -0.115 -0.818 1.000 -0.818 -0.747 -0.786 0.777 -0.829 0.961 0.398 -0.885 -0.271 0.695 -0.072 -0.106 0.101 -0.416 | -| p4160_p | 0.612 0.023 0.702 0.799 0.043 0.018 0.667 0.235 0.765 -0.818 1.000 0.590 0.705 -0.672 0.763 -0.879 -0.380 0.838 0.239 -0.606 0.065 0.095 -0.092 0.373 | -| p4040_s | 0.556 0.036 0.681 0.670 0.041 0.018 0.613 0.071 0.692 -0.747 0.590 1.000 0.685 -0.742 0.665 -0.770 -0.210 0.742 0.282 -0.597 0.063 0.086 -0.093 0.378 | -| bplus_1 | 0.663 0.015 0.743 0.759 0.038 0.017 0.609 0.046 0.743 -0.786 0.705 0.685 1.000 -0.893 0.744 -0.823 -0.352 0.798 0.267 -0.648 0.070 0.102 -0.110 0.354 | -| DDstar_s | -0.731 -0.056 -0.885 -0.780 -0.046 -0.020 -0.612 0.024 -0.758 0.777 -0.672 -0.742 -0.893 1.000 -0.751 0.814 0.378 -0.812 -0.368 0.726 -0.079 -0.100 0.123 -0.429 | -| p4040_p | 0.720 0.033 0.740 0.796 0.045 0.019 0.669 0.198 0.767 -0.829 0.763 0.665 0.744 -0.751 1.000 -0.887 -0.364 0.850 0.274 -0.631 0.069 0.096 -0.099 0.396 | -| DDstar_p | -0.738 -0.027 -0.821 -0.882 -0.049 -0.021 -0.756 -0.189 -0.881 0.961 -0.879 -0.770 -0.823 0.814 -0.887 1.000 0.376 -0.950 -0.271 0.720 -0.076 -0.112 0.107 -0.460 | -| Ctt | -0.224 -0.033 -0.360 -0.334 -0.024 -0.010 -0.302 -0.053 -0.269 0.398 -0.380 -0.210 -0.352 0.378 -0.364 0.376 1.000 -0.399 -0.004 0.355 -0.037 -0.045 0.052 -0.444 | -| jpsi_p | 0.708 0.036 0.794 0.844 0.048 0.020 0.736 0.179 0.855 -0.885 0.838 0.742 0.798 -0.812 0.850 -0.950 -0.399 1.000 0.264 -0.694 0.073 0.101 -0.106 0.451 | -| p4415_s | 0.350 0.016 0.269 0.231 0.015 0.007 0.207 -0.054 0.254 -0.271 0.239 0.282 0.267 -0.368 0.274 -0.271 -0.004 0.264 1.000 -0.256 0.025 0.032 -0.039 0.217 | -| Dbar_s | -0.569 -0.029 -0.643 -0.647 -0.037 -0.016 -0.521 -0.103 -0.640 0.695 -0.606 -0.597 -0.648 0.726 -0.631 0.720 0.355 -0.694 -0.256 1.000 -0.058 -0.081 0.086 -0.311 | -| omega_s | 0.061 0.175 0.075 0.070 -0.009 0.273 0.057 0.005 0.069 -0.072 0.065 0.063 0.070 -0.079 0.069 -0.076 -0.037 0.073 0.025 -0.058 1.000 0.028 -0.286 0.031 | -| phi_s | 0.080 0.066 0.108 0.097 0.426 0.014 0.079 0.016 0.098 -0.106 0.095 0.086 0.102 -0.100 0.096 -0.112 -0.045 0.101 0.032 -0.081 0.028 1.000 -0.017 0.095 | -| rho_s | -0.092 0.088 -0.130 -0.101 -0.002 0.012 -0.084 -0.004 -0.098 0.101 -0.092 -0.093 -0.110 0.123 -0.099 0.107 0.052 -0.106 -0.039 0.086 -0.286 -0.017 1.000 -0.034 | -| bplus_2 | 0.338 -0.128 0.339 0.385 -0.006 -0.002 0.338 0.056 0.426 -0.416 0.373 0.378 0.354 -0.429 0.396 -0.460 -0.444 0.451 0.217 -0.311 0.031 0.095 -0.034 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17963623146229124}), (, {'error': 0.3271467316286394}), (, {'error': 0.00912051064959074}), (, {'error': 0.2655267595519559}), (, {'error': 0.15491247785716622}), (, {'error': 0.1843278052301267}), (, {'error': 0.2585991327045156}), (, {'error': 0.07957831590216013}), (, {'error': 0.04780381280348589}), (, {'error': 0.7527874244419532}), (, {'error': 0.15845440333588812}), (, {'error': 0.18806366990810353}), (, {'error': 0.017981943028676506}), (, {'error': 0.5679953427795189}), (, {'error': 0.2736369087937316}), (, {'error': 12.552988979107194}), (, {'error': 0.09004171011465506}), (, {'error': 0.057130383325740386}), (, {'error': 0.14778524501971924}), (, {'error': 0.3827322917589139}), (, {'error': 0.78501919011318}), (, {'error': 0.7508712012436725}), (, {'error': 0.23811929934283466}), (, {'error': 0.041621251182523133})]) -Toy 16/25 -Time taken: 1 h, 25 min -Projected time left: 48 min, 9 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1309 (1309 total) | -| EDM = 0.00165 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297182.55055548955 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.562 | 0.026 | | | -2 | 2 | | -| 3 | p4415_p | -2.13 | 0.14 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.48 | 0.28 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.58 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.84 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -1.00 | 0.05 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.17 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 5.12 | 0.31 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.78 | 0.22 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 4.602 | 0.027 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.57 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 20| omega_s | 7.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.7 | 1.2 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.79 | 0.30 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.41 | 0.10 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.022 0.037 -0.212 -0.005 -0.003 0.006 -0.097 -0.077 -0.093 -0.219 0.190 -0.002 0.009 0.219 -0.077 0.285 -0.025 0.322 0.003 -0.015 -0.026 0.007 0.137 | -| rho_p | 0.022 1.000 -0.025 0.017 -0.078 0.089 0.006 -0.009 -0.003 0.003 -0.004 0.019 0.023 0.000 -0.003 -0.010 0.035 -0.034 0.004 0.001 0.162 -0.047 0.077 0.093 | -| bplus_0 | 0.037 -0.025 1.000 0.013 0.004 -0.058 0.043 0.050 -0.007 0.045 0.012 0.021 -0.845 0.001 0.009 0.038 0.001 -0.025 0.030 0.002 -0.084 -0.010 0.180 -0.104 | -| p4415_p | -0.212 0.017 0.013 1.000 -0.007 0.000 -0.021 0.066 -0.113 -0.080 0.309 -0.218 -0.085 0.035 0.195 0.015 -0.058 -0.014 -0.171 0.019 -0.008 -0.023 -0.005 0.169 | -| phi_p | -0.005 -0.078 0.004 -0.007 1.000 -0.018 -0.007 0.001 -0.007 0.003 -0.006 -0.006 -0.008 0.001 -0.006 0.006 0.005 -0.012 -0.000 0.001 -0.052 0.762 -0.021 -0.014 | -| omega_p | -0.003 0.089 -0.058 0.000 -0.018 1.000 -0.005 -0.013 -0.006 -0.010 -0.003 -0.001 0.045 0.001 -0.002 -0.015 -0.004 -0.037 -0.005 0.000 0.768 0.026 -0.078 0.014 | -| p3770_s | 0.006 0.006 0.043 -0.021 -0.007 -0.005 1.000 -0.258 -0.377 -0.019 -0.012 0.070 0.063 0.021 -0.071 0.151 -0.156 -0.009 0.020 0.024 -0.010 -0.016 0.012 -0.109 | -| p3770_p | -0.097 -0.009 0.050 0.066 0.001 -0.013 -0.258 1.000 -0.001 0.399 0.243 -0.164 0.137 0.025 0.194 0.291 -0.273 0.117 -0.062 0.039 -0.014 0.004 0.026 -0.142 | -| psi2s_p | -0.077 -0.003 -0.007 -0.113 -0.007 -0.006 -0.377 -0.001 1.000 -0.022 -0.138 -0.072 0.041 0.027 -0.202 0.011 0.158 -0.021 0.017 0.029 -0.006 -0.005 0.006 -0.024 | -| Dbar_p | -0.093 0.003 0.045 -0.080 0.003 -0.010 -0.019 0.399 -0.022 1.000 0.056 -0.149 0.192 0.005 0.000 -0.084 -0.335 0.261 0.029 0.022 -0.017 -0.001 0.033 -0.124 | -| p4160_p | -0.219 -0.004 0.012 0.309 -0.006 -0.003 -0.012 0.243 -0.138 0.056 1.000 -0.540 0.015 0.040 0.347 0.229 -0.409 -0.010 -0.082 0.029 -0.002 -0.004 0.004 -0.091 | -| p4040_s | 0.190 0.019 0.021 -0.218 -0.006 -0.001 0.070 -0.164 -0.072 -0.149 -0.540 1.000 -0.013 0.009 -0.232 -0.132 0.326 -0.047 0.200 0.002 -0.011 -0.023 0.002 0.122 | -| bplus_1 | -0.002 0.023 -0.845 -0.085 -0.008 0.045 0.063 0.137 0.041 0.192 0.015 -0.013 1.000 -0.006 0.015 0.313 -0.189 0.070 0.110 -0.002 0.061 0.006 -0.116 -0.222 | -| DDstar_s | 0.009 0.000 0.001 0.035 0.001 0.001 0.021 0.025 0.027 0.005 0.040 0.009 -0.006 1.000 0.025 0.028 0.001 0.053 0.001 -0.002 0.000 0.000 -0.000 0.009 | -| p4040_p | 0.219 -0.003 0.009 0.195 -0.006 -0.002 -0.071 0.194 -0.202 0.000 0.347 -0.232 0.015 0.025 1.000 0.155 -0.365 -0.066 -0.046 0.022 -0.001 -0.006 0.002 -0.104 | -| DDstar_p | -0.077 -0.010 0.038 0.015 0.006 -0.015 0.151 0.291 0.011 -0.084 0.229 -0.132 0.313 0.028 0.155 1.000 -0.098 0.219 -0.020 0.001 -0.018 0.014 0.048 -0.257 | -| Ctt | 0.285 0.035 0.001 -0.058 0.005 -0.004 -0.156 -0.273 0.158 -0.335 -0.409 0.326 -0.189 0.001 -0.365 -0.098 1.000 0.224 0.209 0.008 -0.020 -0.024 -0.012 0.702 | -| jpsi_p | -0.025 -0.034 -0.025 -0.014 -0.012 -0.037 -0.009 0.117 -0.021 0.261 -0.010 -0.047 0.070 0.053 -0.066 0.219 0.224 1.000 -0.001 0.048 -0.026 0.009 0.018 0.144 | -| p4415_s | 0.322 0.004 0.030 -0.171 -0.000 -0.005 0.020 -0.062 0.017 0.029 -0.082 0.200 0.110 0.001 -0.046 -0.020 0.209 -0.001 1.000 0.000 -0.010 -0.005 0.017 -0.072 | -| Dbar_s | 0.003 0.001 0.002 0.019 0.001 0.000 0.024 0.039 0.029 0.022 0.029 0.002 -0.002 -0.002 0.022 0.001 0.008 0.048 0.000 1.000 -0.000 0.000 0.000 0.006 | -| omega_s | -0.015 0.162 -0.084 -0.008 -0.052 0.768 -0.010 -0.014 -0.006 -0.017 -0.002 -0.011 0.061 0.000 -0.001 -0.018 -0.020 -0.026 -0.010 -0.000 1.000 0.007 -0.315 -0.024 | -| phi_s | -0.026 -0.047 -0.010 -0.023 0.762 0.026 -0.016 0.004 -0.005 -0.001 -0.004 -0.023 0.006 0.000 -0.006 0.014 -0.024 0.009 -0.005 0.000 0.007 1.000 -0.043 -0.087 | -| rho_s | 0.007 0.077 0.180 -0.005 -0.021 -0.078 0.012 0.026 0.006 0.033 0.004 0.002 -0.116 -0.000 0.002 0.048 -0.012 0.018 0.017 0.000 -0.315 -0.043 1.000 -0.038 | -| bplus_2 | 0.137 0.093 -0.104 0.169 -0.014 0.014 -0.109 -0.142 -0.024 -0.124 -0.091 0.122 -0.222 0.009 -0.104 -0.257 0.702 0.144 -0.072 0.006 -0.024 -0.087 -0.038 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16919292591206014}), (, {'error': 0.15160432794009715}), (, {'error': 0.026040021484748044}), (, {'error': 0.1384041149863955}), (, {'error': 0.28043605481821476}), (, {'error': 0.35494982234787775}), (, {'error': 0.23071118080815012}), (, {'error': 0.09563249862539958}), (, {'error': 0.03171104399627378}), (, {'error': 0.31908550505189437}), (, {'error': 0.09791867821103661}), (, {'error': 0.1674387507447575}), (, {'error': 0.05006282580579624}), (, {'error': 0.02041232926783687}), (, {'error': 0.18232988673463169}), (, {'error': 0.3066934496892877}), (, {'error': 0.22301843299549085}), (, {'error': 0.027271466722991633}), (, {'error': 0.18957645485114494}), (, {'error': 0.017160790742792392}), (, {'error': 1.260438542052527}), (, {'error': 1.2060597049967452}), (, {'error': 0.29667810128903105}), (, {'error': 0.10168808178739286})]) -Toy 17/25 -Time taken: 1 h, 31 min -Projected time left: 42 min, 56 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=338 (338 total) | -| EDM = 3.65E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 296970.6065888229 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.453 | 0.030 | | | -2 | 2 | | -| 3 | p4415_p | 4.60 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 6.14 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.5 | 1.7 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.66 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.68 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 1.86 | 0.31 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.23 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 14| p4040_p | 4.12 | 0.18 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.84 | 0.22 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -1.635 | 0.025 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.83 | 0.21 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.299 | 0.020 | | | -0.3 | 0.3 | | -| 20| omega_s | 6.5 | 3.0 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 20.0 | 1.1 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.32 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.072 -0.033 -0.347 0.009 -0.005 0.029 -0.086 -0.018 -0.059 -0.178 0.206 0.004 -0.006 0.244 -0.112 0.314 0.023 0.345 -0.005 -0.005 -0.028 0.004 -0.129 | -| rho_p | 0.072 1.000 -0.156 0.006 0.129 -0.281 0.020 -0.008 0.001 0.052 -0.029 0.059 0.116 0.006 -0.014 0.055 0.096 -0.071 0.040 0.005 -0.259 0.046 0.242 -0.190 | -| bplus_0 | -0.033 -0.156 1.000 0.079 -0.029 0.465 -0.006 0.013 0.006 -0.099 0.060 -0.028 -0.905 -0.018 0.023 -0.201 0.063 0.082 -0.062 -0.006 0.486 0.159 -0.481 -0.276 | -| p4415_p | -0.347 0.006 0.079 1.000 -0.000 0.075 -0.007 0.085 -0.054 -0.073 0.287 -0.253 0.085 0.012 0.147 -0.142 -0.149 0.031 -0.400 0.011 0.078 0.011 -0.078 -0.244 | -| phi_p | 0.009 0.129 -0.029 -0.000 1.000 -0.030 0.001 -0.005 -0.003 0.008 -0.005 0.008 0.021 0.001 -0.003 0.004 0.007 -0.033 0.006 0.001 -0.032 0.637 0.019 -0.023 | -| omega_p | -0.005 -0.281 0.465 0.075 -0.030 1.000 0.008 -0.019 0.004 -0.075 0.050 0.003 -0.389 -0.016 0.028 -0.171 0.036 -0.049 -0.039 -0.004 0.985 0.166 -0.465 -0.210 | -| p3770_s | 0.029 0.020 -0.006 -0.007 0.001 0.008 1.000 -0.274 -0.396 -0.041 -0.018 0.107 -0.009 0.032 -0.058 -0.045 -0.136 -0.048 0.017 0.048 0.008 -0.010 -0.011 0.042 | -| p3770_p | -0.086 -0.008 0.013 0.085 -0.005 -0.019 -0.274 1.000 -0.020 0.344 0.165 -0.140 -0.065 0.049 0.142 0.040 -0.240 0.010 -0.086 0.091 -0.020 -0.005 0.012 0.055 | -| psi2s_p | -0.018 0.001 0.006 -0.054 -0.003 0.004 -0.396 -0.020 1.000 -0.017 -0.104 0.009 0.041 0.015 -0.180 -0.218 0.207 0.042 0.035 0.045 0.004 -0.003 -0.008 -0.062 | -| Dbar_p | -0.059 0.052 -0.099 -0.073 0.008 -0.075 -0.041 0.344 -0.017 1.000 0.030 -0.100 -0.050 -0.011 -0.038 -0.179 -0.317 0.237 0.006 0.058 -0.078 -0.032 0.076 0.092 | -| p4160_p | -0.178 -0.029 0.060 0.287 -0.005 0.050 -0.018 0.165 -0.104 0.030 1.000 -0.479 0.046 0.047 0.282 -0.165 -0.373 -0.023 -0.039 0.051 0.053 0.016 -0.054 -0.029 | -| p4040_s | 0.206 0.059 -0.028 -0.253 0.008 0.003 0.107 -0.140 0.009 -0.100 -0.479 1.000 0.028 -0.012 -0.173 -0.179 0.352 0.039 0.211 -0.010 0.002 -0.022 -0.003 -0.127 | -| bplus_1 | 0.004 0.116 -0.905 0.085 0.021 -0.389 -0.009 -0.065 0.041 -0.050 0.046 0.028 1.000 -0.014 0.038 -0.085 0.050 0.029 -0.028 -0.009 -0.407 -0.138 0.396 0.018 | -| DDstar_s | -0.006 0.006 -0.018 0.012 0.001 -0.016 0.032 0.049 0.015 -0.011 0.047 -0.012 -0.014 1.000 0.030 0.052 -0.007 0.053 -0.009 -0.002 -0.017 -0.005 0.017 0.027 | -| p4040_p | 0.244 -0.014 0.023 0.147 -0.003 0.028 -0.058 0.142 -0.180 -0.038 0.282 -0.173 0.038 0.030 1.000 -0.098 -0.310 -0.074 -0.006 0.038 0.030 0.007 -0.030 0.018 | -| DDstar_p | -0.112 0.055 -0.201 -0.142 0.004 -0.171 -0.045 0.040 -0.218 -0.179 -0.165 -0.179 -0.085 0.052 -0.098 1.000 -0.010 -0.262 -0.065 0.024 -0.178 -0.049 0.170 0.274 | -| Ctt | 0.314 0.096 0.063 -0.149 0.007 0.036 -0.136 -0.240 0.207 -0.317 -0.373 0.352 0.050 -0.007 -0.310 -0.010 1.000 0.246 0.257 -0.005 0.037 -0.031 -0.050 -0.647 | -| jpsi_p | 0.023 -0.071 0.082 0.031 -0.033 -0.049 -0.048 0.010 0.042 0.237 -0.023 0.039 0.029 0.053 -0.074 -0.262 0.246 1.000 0.014 0.087 -0.049 -0.004 0.011 -0.225 | -| p4415_s | 0.345 0.040 -0.062 -0.400 0.006 -0.039 0.017 -0.086 0.035 0.006 -0.039 0.211 -0.028 -0.009 -0.006 -0.065 0.257 0.014 1.000 -0.003 -0.041 -0.022 0.040 0.039 | -| Dbar_s | -0.005 0.005 -0.006 0.011 0.001 -0.004 0.048 0.091 0.045 0.058 0.051 -0.010 -0.009 -0.002 0.038 0.024 -0.005 0.087 -0.003 1.000 -0.004 -0.002 0.005 0.008 | -| omega_s | -0.005 -0.259 0.486 0.078 -0.032 0.985 0.008 -0.020 0.004 -0.078 0.053 0.002 -0.407 -0.017 0.030 -0.178 0.037 -0.049 -0.041 -0.004 1.000 0.171 -0.539 -0.218 | -| phi_s | -0.028 0.046 0.159 0.011 0.637 0.166 -0.010 -0.005 -0.003 -0.032 0.016 -0.022 -0.138 -0.005 0.007 -0.049 -0.031 -0.004 -0.022 -0.002 0.171 1.000 -0.122 0.021 | -| rho_s | 0.004 0.242 -0.481 -0.078 0.019 -0.465 -0.011 0.012 -0.008 0.076 -0.054 -0.003 0.396 0.017 -0.030 0.170 -0.050 0.011 0.040 0.005 -0.539 -0.122 1.000 0.218 | -| bplus_2 | -0.129 -0.190 -0.276 -0.244 -0.023 -0.210 0.042 0.055 -0.062 0.092 -0.029 -0.127 0.018 0.027 0.018 0.274 -0.647 -0.225 0.039 0.008 -0.218 0.021 0.218 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1746433515070771}), (, {'error': 0.35446366791163086}), (, {'error': 0.030276682167312163}), (, {'error': 0.29723776540090885}), (, {'error': 0.22781828726547282}), (, {'error': 1.6563390953469703}), (, {'error': 0.2262551258955403}), (, {'error': 0.08710948815830988}), (, {'error': 0.03188411276821945}), (, {'error': 0.31471838998692503}), (, {'error': 0.09547074640924702}), (, {'error': 0.17137395946131073}), (, {'error': 0.055534855457277654}), (, {'error': 0.02636811435411321}), (, {'error': 0.1757701238790652}), (, {'error': 0.3380456162317165}), (, {'error': 0.21802322935385837}), (, {'error': 0.025372880769909845}), (, {'error': 0.2052903645460185}), (, {'error': 0.019954830674399154}), (, {'error': 2.994501933833643}), (, {'error': 1.1359936963119797}), (, {'error': 0.3649081741213685}), (, {'error': 0.09378998751934042})]) -Toy 18/25 -Time taken: 1 h, 35 min -Projected time left: 36 min, 59 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1340 (1340 total) | -| EDM = 9.39E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297230.76843987574 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.46 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.383 | 0.028 | | | -2 | 2 | | -| 3 | p4415_p | 3.99 | 0.17 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -5.66 | 0.21 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.42 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.65 | 0.09 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.877 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.27 | 0.09 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.92 | 0.18 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.20 | 0.20 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.44 | 0.21 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -1.630 | 0.024 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.31 | 0.20 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | | -| 20| omega_s | 7.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 21.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.27 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.077 -0.028 -0.100 -0.020 0.000 0.029 -0.061 -0.040 -0.059 -0.143 0.120 0.017 -0.001 0.296 -0.088 0.274 -0.006 0.333 -0.002 -0.007 -0.049 0.009 -0.165 | -| rho_p | 0.077 1.000 0.026 0.056 -0.247 0.018 0.030 -0.008 0.006 0.032 -0.006 0.058 -0.039 -0.001 0.004 0.001 0.115 -0.079 0.008 0.001 0.184 -0.180 0.117 -0.280 | -| bplus_0 | -0.028 0.026 1.000 -0.058 -0.031 -0.001 -0.004 0.075 -0.022 -0.004 -0.011 -0.050 -0.909 0.006 -0.031 0.016 0.018 0.104 0.013 0.003 0.254 0.127 -0.468 -0.097 | -| p4415_p | -0.100 0.056 -0.058 1.000 -0.017 0.000 -0.017 0.003 -0.051 -0.076 0.295 -0.126 0.172 0.019 0.169 -0.220 0.032 0.008 -0.175 0.014 -0.000 -0.039 -0.006 -0.252 | -| phi_p | -0.020 -0.247 -0.031 -0.017 1.000 -0.000 -0.012 0.001 -0.005 -0.003 -0.004 -0.015 0.033 0.002 -0.006 0.004 -0.022 0.009 -0.001 0.001 -0.114 0.670 0.072 0.077 | -| omega_p | 0.000 0.018 -0.001 0.000 -0.000 1.000 0.000 0.000 0.000 -0.000 0.000 -0.000 0.001 -0.000 0.000 0.000 0.000 0.001 0.000 -0.000 -0.071 -0.003 0.005 0.000 | -| p3770_s | 0.029 0.030 -0.004 -0.017 -0.012 0.000 1.000 -0.266 -0.419 -0.077 -0.055 0.109 -0.030 0.039 -0.085 0.057 -0.081 -0.064 0.030 0.034 -0.001 -0.024 -0.001 0.032 | -| p3770_p | -0.061 -0.008 0.075 0.003 0.001 0.000 -0.266 1.000 -0.050 0.311 0.158 -0.149 -0.160 0.052 0.131 0.161 -0.243 0.009 -0.055 0.057 0.004 0.008 -0.010 0.078 | -| psi2s_p | -0.040 0.006 -0.022 -0.051 -0.005 0.000 -0.419 -0.050 1.000 -0.025 -0.141 0.010 0.059 0.023 -0.205 -0.154 0.237 0.004 0.038 0.034 -0.004 -0.010 0.003 -0.070 | -| Dbar_p | -0.059 0.032 -0.004 -0.076 -0.003 -0.000 -0.077 0.311 -0.025 1.000 0.003 -0.088 -0.108 -0.010 -0.082 -0.224 -0.344 0.232 0.060 0.036 -0.017 -0.021 0.032 0.035 | -| p4160_p | -0.143 -0.006 -0.011 0.295 -0.004 0.000 -0.055 0.158 -0.141 0.003 1.000 -0.506 0.073 0.062 0.237 -0.028 -0.337 -0.050 -0.114 0.041 0.006 -0.001 -0.014 -0.023 | -| p4040_s | 0.120 0.058 -0.050 -0.126 -0.015 -0.000 0.109 -0.149 0.010 -0.088 -0.506 1.000 0.069 -0.012 -0.179 -0.190 0.341 0.007 0.203 -0.007 -0.008 -0.040 0.011 -0.142 | -| bplus_1 | 0.017 -0.039 -0.909 0.172 0.033 0.001 -0.030 -0.160 0.059 -0.108 0.073 0.069 1.000 -0.034 0.070 -0.326 0.093 -0.027 -0.118 -0.009 -0.213 -0.104 0.381 -0.137 | -| DDstar_s | -0.001 -0.001 0.006 0.019 0.002 -0.000 0.039 0.052 0.023 -0.010 0.062 -0.012 -0.034 1.000 0.035 0.072 -0.013 0.066 -0.003 -0.002 -0.003 0.001 0.006 0.026 | -| p4040_p | 0.296 0.004 -0.031 0.169 -0.006 0.000 -0.085 0.131 -0.205 -0.082 0.237 -0.179 0.070 0.035 1.000 -0.014 -0.250 -0.093 -0.030 0.027 0.000 -0.009 -0.002 -0.003 | -| DDstar_p | -0.088 0.001 0.016 -0.220 0.004 0.000 0.057 0.161 -0.154 -0.224 -0.028 -0.190 -0.326 0.072 -0.014 1.000 -0.016 -0.144 0.011 0.009 -0.038 -0.008 0.081 0.289 | -| Ctt | 0.274 0.115 0.018 0.032 -0.022 0.000 -0.081 -0.243 0.237 -0.344 -0.337 0.341 0.093 -0.013 -0.250 -0.016 1.000 0.221 0.177 -0.007 0.000 -0.060 -0.015 -0.654 | -| jpsi_p | -0.006 -0.079 0.104 0.008 0.009 0.001 -0.064 0.009 0.004 0.232 -0.050 0.007 -0.027 0.066 -0.093 -0.144 0.221 1.000 -0.006 0.064 0.003 0.037 -0.024 -0.189 | -| p4415_s | 0.333 0.008 0.013 -0.175 -0.001 0.000 0.030 -0.055 0.038 0.060 -0.114 0.203 -0.118 -0.003 -0.030 0.011 0.177 -0.006 1.000 -0.002 -0.008 -0.006 0.016 0.115 | -| Dbar_s | -0.002 0.001 0.003 0.014 0.001 -0.000 0.034 0.057 0.034 0.036 0.041 -0.007 -0.009 -0.002 0.027 0.009 -0.007 0.064 -0.002 1.000 -0.000 0.000 0.001 0.006 | -| omega_s | -0.007 0.184 0.254 -0.000 -0.114 -0.071 -0.001 0.004 -0.004 -0.017 0.006 -0.008 -0.213 -0.003 0.000 -0.038 0.000 0.003 -0.008 -0.000 1.000 -0.006 -0.498 -0.045 | -| phi_s | -0.049 -0.180 0.127 -0.039 0.670 -0.003 -0.024 0.008 -0.010 -0.021 -0.001 -0.040 -0.104 0.001 -0.009 -0.008 -0.060 0.037 -0.006 0.000 -0.006 1.000 -0.066 0.136 | -| rho_s | 0.009 0.117 -0.468 -0.006 0.072 0.005 -0.001 -0.010 0.003 0.032 -0.014 0.011 0.381 0.006 -0.002 0.081 -0.015 -0.024 0.016 0.001 -0.498 -0.066 1.000 0.093 | -| bplus_2 | -0.165 -0.280 -0.097 -0.252 0.077 0.000 0.032 0.078 -0.070 0.035 -0.023 -0.142 -0.137 0.026 -0.003 0.289 -0.654 -0.189 0.115 0.006 -0.045 0.136 0.093 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1721473809356564}), (, {'error': 0.41421571806946345}), (, {'error': 0.02834953431447429}), (, {'error': 0.1689731079387755}), (, {'error': 0.20796993479070336}), (, {'error': 0.07661325485468673}), (, {'error': 0.23205802085951355}), (, {'error': 0.09484312053911426}), (, {'error': 0.031229627660310122}), (, {'error': 0.35101701070663616}), (, {'error': 0.09184698008036474}), (, {'error': 0.1767165443614923}), (, {'error': 0.05701129578733499}), (, {'error': 0.03430300806627931}), (, {'error': 0.20223629826742995}), (, {'error': 0.4000490960717151}), (, {'error': 0.20587371042200775}), (, {'error': 0.024311950709953845}), (, {'error': 0.20034722456294463}), (, {'error': 0.02582004763460677}), (, {'error': 0.9721978493934538}), (, {'error': 1.1976829015912411}), (, {'error': 0.3608607296536738}), (, {'error': 0.07909666993370923})]) -Toy 19/25 -Time taken: 1 h, 41 min -Projected time left: 31 min, 54 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1657 (1657 total) | -| EDM = 8.94E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297141.6206321332 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.21 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 0.04 | 0.44 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.440 | 0.029 | | | -2 | 2 | | -| 3 | p4415_p | -2.34 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -5.58 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 0.93 | 0.28 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.14 | 0.26 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -3.02 | 0.13 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 1.0 | 0.7 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.36 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.89 | 0.06 | | | -2 | 2 | | -| 13| DDstar_s | 0.30 | 0.08 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.89 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.13 | 0.23 | | | -1.5 | 1.5 | | -| 17| jpsi_p | -4.69 | 0.03 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.23 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | | -| 20| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 21.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.15 | 0.08 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.040 -0.039 -0.082 -0.012 0.012 0.081 0.013 0.019 -0.011 -0.028 -0.015 0.011 -0.042 0.363 -0.113 0.161 0.055 0.299 -0.078 0.002 -0.039 0.035 -0.076 | -| rho_p | 0.040 1.000 0.218 0.037 -0.264 -0.326 0.023 0.008 0.009 -0.009 0.012 0.015 -0.205 -0.014 0.022 0.004 0.083 -0.016 -0.007 -0.019 0.044 -0.111 0.071 -0.260 | -| bplus_0 | -0.039 0.218 1.000 0.014 -0.014 -0.274 0.020 0.053 0.021 -0.057 0.051 -0.050 -0.925 -0.020 0.021 -0.008 0.028 -0.050 -0.046 -0.065 0.048 0.131 -0.348 -0.040 | -| p4415_p | -0.082 0.037 0.014 1.000 0.001 -0.018 0.147 0.196 0.136 0.101 0.561 -0.168 0.109 -0.106 0.349 -0.492 -0.179 0.409 -0.153 0.012 0.005 -0.006 -0.020 -0.183 | -| phi_p | -0.012 -0.264 -0.014 0.001 1.000 0.073 -0.001 0.005 0.005 0.003 0.012 -0.006 0.021 -0.002 0.003 -0.020 -0.022 0.006 -0.003 0.004 0.011 0.572 -0.065 0.070 | -| omega_p | 0.012 -0.326 -0.274 -0.018 0.073 1.000 -0.022 -0.008 -0.012 0.052 -0.028 0.022 0.235 0.014 -0.023 -0.004 -0.022 0.003 0.027 0.047 -0.478 -0.012 0.573 0.025 | -| p3770_s | 0.081 0.023 0.020 0.147 -0.001 -0.022 1.000 -0.208 -0.129 -0.223 0.132 0.143 0.051 0.016 0.129 -0.114 0.050 0.242 0.003 -0.032 0.006 -0.001 -0.029 -0.001 | -| p3770_p | 0.013 0.008 0.053 0.196 0.005 -0.008 -0.208 1.000 0.059 0.250 0.284 -0.069 -0.075 -0.007 0.208 -0.275 -0.249 0.210 -0.042 0.358 0.002 0.004 -0.013 -0.026 | -| psi2s_p | 0.019 0.009 0.021 0.136 0.005 -0.012 -0.129 0.059 1.000 -0.082 0.138 0.070 0.042 -0.040 0.048 -0.230 0.207 0.260 0.010 0.026 0.003 0.005 -0.020 -0.073 | -| Dbar_p | -0.011 -0.009 -0.057 0.101 0.003 0.052 -0.223 0.250 -0.082 1.000 0.171 0.067 -0.145 -0.187 -0.068 -0.656 -0.665 0.271 0.062 0.407 -0.007 -0.032 0.080 0.059 | -| p4160_p | -0.028 0.012 0.051 0.561 0.012 -0.028 0.132 0.284 0.138 0.171 1.000 -0.350 0.070 -0.080 0.368 -0.584 -0.370 0.520 -0.057 0.149 0.005 0.020 -0.048 -0.076 | -| p4040_s | -0.015 0.015 -0.050 -0.168 -0.006 0.022 0.143 -0.069 0.070 0.067 -0.350 1.000 -0.016 -0.057 -0.154 -0.091 0.194 0.033 0.143 -0.067 -0.001 -0.029 0.042 -0.001 | -| bplus_1 | 0.011 -0.205 -0.925 0.109 0.021 0.235 0.051 -0.075 0.042 -0.145 0.070 -0.016 1.000 -0.050 0.088 -0.015 0.117 0.073 -0.079 -0.124 -0.043 -0.106 0.284 -0.141 | -| DDstar_s | -0.042 -0.014 -0.020 -0.106 -0.002 0.014 0.016 -0.007 -0.040 -0.187 -0.080 -0.057 -0.050 1.000 -0.042 0.233 0.118 -0.138 -0.015 -0.077 -0.003 -0.004 0.020 0.080 | -| p4040_p | 0.363 0.022 0.021 0.349 0.003 -0.023 0.129 0.208 0.048 -0.068 0.368 -0.154 0.088 -0.042 1.000 -0.345 -0.131 0.346 0.023 0.009 0.005 0.004 -0.033 -0.065 | -| DDstar_p | -0.113 0.004 -0.008 -0.492 -0.020 -0.004 -0.114 -0.275 -0.230 -0.656 -0.584 -0.091 -0.015 0.233 -0.345 1.000 0.513 -0.684 0.005 -0.161 0.002 -0.013 0.005 0.019 | -| Ctt | 0.161 0.083 0.028 -0.179 -0.022 -0.022 0.050 -0.249 0.207 -0.665 -0.370 0.194 0.117 0.118 -0.131 0.513 1.000 -0.424 0.125 -0.367 0.009 -0.038 -0.002 -0.502 | -| jpsi_p | 0.055 -0.016 -0.050 0.409 0.006 0.003 0.242 0.210 0.260 0.271 0.520 0.033 0.073 -0.138 0.346 -0.684 -0.424 1.000 -0.053 0.237 0.005 -0.009 -0.004 0.111 | -| p4415_s | 0.299 -0.007 -0.046 -0.153 -0.003 0.027 0.003 -0.042 0.010 0.062 -0.057 0.143 -0.079 -0.015 0.023 0.005 0.125 -0.053 1.000 0.010 -0.004 -0.020 0.042 0.127 | -| Dbar_s | -0.078 -0.019 -0.065 0.012 0.004 0.047 -0.032 0.358 0.026 0.407 0.149 -0.067 -0.124 -0.077 0.009 -0.161 -0.367 0.237 0.010 1.000 -0.007 -0.024 0.069 0.140 | -| omega_s | 0.002 0.044 0.048 0.005 0.011 -0.478 0.006 0.002 0.003 -0.007 0.005 -0.001 -0.043 -0.003 0.005 0.002 0.009 0.005 -0.004 -0.007 1.000 -0.005 -0.101 -0.026 | -| phi_s | -0.039 -0.111 0.131 -0.006 0.572 -0.012 -0.001 0.004 0.005 -0.032 0.020 -0.029 -0.106 -0.004 0.004 -0.013 -0.038 -0.009 -0.020 -0.024 -0.005 1.000 -0.128 0.149 | -| rho_s | 0.035 0.071 -0.348 -0.020 -0.065 0.573 -0.029 -0.013 -0.020 0.080 -0.048 0.042 0.284 0.020 -0.033 0.005 -0.002 -0.004 0.042 0.069 -0.101 -0.128 1.000 -0.073 | -| bplus_2 | -0.076 -0.260 -0.040 -0.183 0.070 0.025 -0.001 -0.026 -0.073 0.059 -0.076 -0.001 -0.141 0.080 -0.065 0.019 -0.502 0.111 0.127 0.140 -0.026 0.149 -0.073 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16841524655009077}), (, {'error': 0.4364477572996144}), (, {'error': 0.029453739955427105}), (, {'error': 0.20699622509332527}), (, {'error': 0.16588354910758518}), (, {'error': 0.280270921477499}), (, {'error': 0.2565344981747739}), (, {'error': 0.1349178427556943}), (, {'error': 0.034637673729045915}), (, {'error': 0.7045096691344508}), (, {'error': 0.13221001458971804}), (, {'error': 0.1741303426619869}), (, {'error': 0.06024539899054715}), (, {'error': 0.07727238890512672}), (, {'error': 0.20612316581562307}), (, {'error': 0.7985757622831677}), (, {'error': 0.2297149555754493}), (, {'error': 0.03490938577419733}), (, {'error': 0.19247318294574356}), (, {'error': 0.4146932705369363}), (, {'error': 3.7540014067596323}), (, {'error': 1.0502285638638504}), (, {'error': 0.407350346534696}), (, {'error': 0.08035203504323252})]) -Toy 20/25 -Time taken: 1 h, 47 min -Projected time left: 26 min, 55 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=377 (377 total) | -| EDM = 6.56E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297288.6162198391 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.894 | 0.026 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 0.8 | 3.2 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.434 | 0.001 | | | -2 | 2 | | -| 3 | p4415_p | 4.54 | 0.05 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -5.71 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -5.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.40 | 0.04 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.565 | 0.016 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.889 | 0.005 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -0.95 | 0.04 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.135 | 0.016 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.027 | 0.026 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.812 | 0.002 | | | -2 | 2 | | -| 13| DDstar_s | -2.992E-1 | 0.017E-1 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.978 | 0.028 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -4.335 | 0.031 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.684 | 0.022 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 4.662 | 0.004 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.67 | 0.03 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 3.000E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 20| omega_s | 9.27 | 0.20 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.81 | 0.16 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.24 | 1.09 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.285 | 0.013 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.295 -0.246 0.038 0.224 -0.136 0.097 0.025 0.052 0.197 0.052 0.086 -0.240 -0.075 0.049 0.194 0.191 -0.025 0.074 -0.035 0.094 -0.081 -0.296 -0.261 | -| rho_p | 0.295 1.000 -0.854 0.161 0.757 -0.460 0.326 0.078 0.196 0.688 0.186 0.315 -0.837 -0.264 0.113 0.691 0.625 -0.090 0.258 -0.120 0.319 -0.275 -0.999 -0.891 | -| bplus_0 | -0.246 -0.854 1.000 -0.136 -0.647 0.394 -0.275 -0.068 -0.163 -0.579 -0.159 -0.263 0.706 0.223 -0.098 -0.580 -0.532 0.070 -0.214 0.101 -0.273 0.233 0.855 0.757 | -| p4415_p | 0.038 0.161 -0.136 1.000 0.122 -0.074 0.051 0.014 0.029 0.107 0.030 0.045 -0.133 -0.040 0.021 0.109 0.096 -0.012 0.032 -0.018 0.052 -0.044 -0.161 -0.140 | -| phi_p | 0.224 0.757 -0.647 0.122 1.000 -0.349 0.247 0.059 0.149 0.522 0.141 0.239 -0.634 -0.200 0.086 0.524 0.473 -0.069 0.196 -0.091 0.240 -0.191 -0.758 -0.675 | -| omega_p | -0.136 -0.460 0.394 -0.074 -0.349 1.000 -0.150 -0.036 -0.090 -0.317 -0.086 -0.145 0.386 0.122 -0.052 -0.319 -0.288 0.041 -0.119 0.055 -0.115 0.128 0.460 0.411 | -| p3770_s | 0.097 0.326 -0.275 0.051 0.247 -0.150 1.000 0.015 0.048 0.223 0.057 0.103 -0.269 -0.081 0.029 0.225 0.195 -0.026 0.084 -0.036 0.104 -0.089 -0.326 -0.287 | -| p3770_p | 0.025 0.078 -0.068 0.014 0.059 -0.036 0.015 1.000 0.013 0.063 0.017 0.028 -0.067 -0.019 0.010 0.061 0.046 -0.009 0.021 -0.008 0.025 -0.022 -0.079 -0.070 | -| psi2s_p | 0.052 0.196 -0.163 0.029 0.149 -0.090 0.048 0.013 1.000 0.133 0.032 0.054 -0.160 -0.045 0.017 0.131 0.124 -0.018 0.047 -0.021 0.062 -0.054 -0.196 -0.174 | -| Dbar_p | 0.197 0.688 -0.579 0.107 0.522 -0.317 0.223 0.063 0.133 1.000 0.126 0.210 -0.566 -0.180 0.077 0.462 0.424 -0.047 0.173 -0.081 0.221 -0.187 -0.689 -0.607 | -| p4160_p | 0.052 0.186 -0.159 0.030 0.141 -0.086 0.057 0.017 0.032 0.126 1.000 0.044 -0.155 -0.045 0.019 0.131 0.106 -0.015 0.058 -0.020 0.059 -0.051 -0.186 -0.162 | -| p4040_s | 0.086 0.315 -0.263 0.045 0.239 -0.145 0.103 0.028 0.054 0.210 0.044 1.000 -0.257 -0.078 0.033 0.210 0.198 -0.026 0.080 -0.036 0.101 -0.086 -0.315 -0.278 | -| bplus_1 | -0.240 -0.837 0.706 -0.133 -0.634 0.386 -0.269 -0.067 -0.160 -0.566 -0.155 -0.257 1.000 0.218 -0.096 -0.567 -0.521 0.068 -0.209 0.099 -0.268 0.228 0.838 0.741 | -| DDstar_s | -0.075 -0.264 0.223 -0.040 -0.200 0.122 -0.081 -0.019 -0.045 -0.180 -0.045 -0.078 0.218 1.000 -0.028 -0.179 -0.165 0.026 -0.066 0.030 -0.085 0.072 0.265 0.234 | -| p4040_p | 0.049 0.113 -0.098 0.021 0.086 -0.052 0.029 0.010 0.017 0.077 0.019 0.033 -0.096 -0.028 1.000 0.083 0.058 -0.009 0.035 -0.012 0.036 -0.031 -0.113 -0.098 | -| DDstar_p | 0.194 0.691 -0.580 0.109 0.524 -0.319 0.225 0.061 0.131 0.462 0.131 0.210 -0.567 -0.179 0.083 1.000 0.433 -0.051 0.168 -0.082 0.221 -0.188 -0.692 -0.612 | -| Ctt | 0.191 0.625 -0.532 0.096 0.473 -0.288 0.195 0.046 0.124 0.424 0.106 0.198 -0.521 -0.165 0.058 0.433 1.000 -0.046 0.170 -0.073 0.200 -0.170 -0.625 -0.548 | -| jpsi_p | -0.025 -0.090 0.070 -0.012 -0.069 0.041 -0.026 -0.009 -0.018 -0.047 -0.015 -0.026 0.068 0.026 -0.009 -0.051 -0.046 1.000 -0.022 0.011 -0.029 0.024 0.090 0.075 | -| p4415_s | 0.074 0.258 -0.214 0.032 0.196 -0.119 0.084 0.021 0.047 0.173 0.058 0.080 -0.209 -0.066 0.035 0.168 0.170 -0.022 1.000 -0.031 0.083 -0.071 -0.259 -0.230 | -| Dbar_s | -0.035 -0.120 0.101 -0.018 -0.091 0.055 -0.036 -0.008 -0.021 -0.081 -0.020 -0.036 0.099 0.030 -0.012 -0.082 -0.073 0.011 -0.031 1.000 -0.038 0.033 0.120 0.106 | -| omega_s | 0.094 0.319 -0.273 0.052 0.240 -0.115 0.104 0.025 0.062 0.221 0.059 0.101 -0.268 -0.085 0.036 0.221 0.200 -0.029 0.083 -0.038 1.000 -0.087 -0.318 -0.285 | -| phi_s | -0.081 -0.275 0.233 -0.044 -0.191 0.128 -0.089 -0.022 -0.054 -0.187 -0.051 -0.086 0.228 0.072 -0.031 -0.188 -0.170 0.024 -0.071 0.033 -0.087 1.000 0.275 0.242 | -| rho_s | -0.296 -0.999 0.855 -0.161 -0.758 0.460 -0.326 -0.079 -0.196 -0.689 -0.186 -0.315 0.838 0.265 -0.113 -0.692 -0.625 0.090 -0.259 0.120 -0.318 0.275 1.000 0.892 | -| bplus_2 | -0.261 -0.891 0.757 -0.140 -0.675 0.411 -0.287 -0.070 -0.174 -0.607 -0.162 -0.278 0.741 0.234 -0.098 -0.612 -0.548 0.075 -0.230 0.106 -0.285 0.242 0.892 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.025540672204567683}), (, {'error': 3.2475320252353503}), (, {'error': 0.0012192236929813305}), (, {'error': 0.05081312416505135}), (, {'error': 0.05059299441748655}), (, {'error': 0.03822090185873561}), (, {'error': 0.03710075998059059}), (, {'error': 0.015572080063606109}), (, {'error': 0.005191955930850867}), (, {'error': 0.03729252699511498}), (, {'error': 0.016491928503402864}), (, {'error': 0.025502718998499874}), (, {'error': 0.002113265574601675}), (, {'error': 0.0017254252043196472}), (, {'error': 0.02754290823422334}), (, {'error': 0.031305980688591806}), (, {'error': 0.022173575313871596}), (, {'error': 0.004158832335198426}), (, {'error': 0.032719280157387065}), (, {'error': 0.0007259616751744691}), (, {'error': 0.20205969121790357}), (, {'error': 0.16448702197866538}), (, {'error': 1.0859885372983171}), (, {'error': 0.013290978233048922})]) -Toy 21/25 -Time taken: 1 h, 51 min -Projected time left: 21 min, 16 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.981E+05 | Ncalls=575 (586 total) | -| EDM = 995 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298112.33233147743 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 1.975 | 0.018 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 6.025 | 0.013 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.830 | 0.003 | | | -2 | 2 | | -| 3 | p4415_p | -5 | 10 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 4.189 | 0.029 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.119 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.814 | 0.007 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.730 | 0.010 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 2.570 | 0.009 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | 5.4 | 1.0 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 5.61 | 0.08 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.800 | 0.008 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -1.601 | 0.005 | | | -2 | 2 | | -| 13| DDstar_s | 0.016 | 0.004 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.865 | 0.021 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 3.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -1.496 | 0.002 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 4.528 | 0.006 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.19 | 0.06 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -2.992E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 20| omega_s | 7.031 | 0.021 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 15.005 | 0.010 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.379 | 0.006 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 1.39 | 0.15 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.061 -0.736 0.807 -0.006 0.046 0.139 -0.146 0.702 -0.805 -0.795 0.565 -0.743 -0.623 0.287 0.242 0.102 -0.629 -0.797 -0.053 -0.021 -0.025 0.022 -0.801 | -| rho_p | 0.061 1.000 -0.069 0.076 -0.000 0.004 0.013 -0.014 0.066 -0.075 -0.074 0.053 -0.069 -0.058 0.027 0.023 0.009 -0.059 -0.075 -0.005 -0.002 -0.002 0.006 -0.075 | -| bplus_0 | -0.736 -0.069 1.000 -0.912 0.007 -0.051 -0.157 0.165 -0.793 0.908 0.897 -0.638 0.838 0.701 -0.324 -0.274 -0.115 0.709 0.901 0.060 0.023 0.028 -0.024 0.906 | -| p4415_p | 0.807 0.076 -0.912 1.000 -0.008 0.057 0.172 -0.181 0.871 -0.998 -0.985 0.701 -0.921 -0.772 0.356 0.300 0.126 -0.780 -0.988 -0.066 -0.026 -0.031 0.027 -0.993 | -| phi_p | -0.006 -0.000 0.007 -0.008 1.000 -0.000 -0.001 0.001 -0.007 0.007 0.007 -0.005 0.007 0.006 -0.003 -0.002 -0.001 0.006 0.007 0.001 0.000 0.000 -0.000 0.007 | -| omega_p | 0.046 0.004 -0.051 0.057 -0.000 1.000 0.010 -0.010 0.049 -0.056 -0.056 0.040 -0.052 -0.044 0.020 0.017 0.007 -0.044 -0.056 -0.004 -0.000 -0.002 0.001 -0.056 | -| p3770_s | 0.139 0.013 -0.157 0.172 -0.001 0.010 1.000 -0.031 0.149 -0.171 -0.170 0.121 -0.158 -0.133 0.060 0.052 0.021 -0.134 -0.170 -0.011 -0.004 -0.005 0.005 -0.171 | -| p3770_p | -0.146 -0.014 0.165 -0.181 0.001 -0.010 -0.031 1.000 -0.158 0.180 0.178 -0.126 0.167 0.139 -0.066 -0.055 -0.024 0.142 0.178 0.011 0.005 0.006 -0.005 0.180 | -| psi2s_p | 0.702 0.066 -0.793 0.871 -0.007 0.049 0.149 -0.158 1.000 -0.868 -0.857 0.610 -0.801 -0.671 0.306 0.261 0.109 -0.679 -0.860 -0.057 -0.022 -0.027 0.023 -0.864 | -| Dbar_p | -0.805 -0.075 0.908 -0.998 0.007 -0.056 -0.171 0.180 -0.868 1.000 0.982 -0.699 0.918 0.769 -0.353 -0.300 -0.126 0.776 0.985 0.066 0.025 0.031 -0.027 0.990 | -| p4160_p | -0.795 -0.074 0.897 -0.985 0.007 -0.056 -0.170 0.178 -0.857 0.982 1.000 -0.690 0.906 0.759 -0.353 -0.296 -0.124 0.768 0.972 0.065 0.025 0.030 -0.027 0.978 | -| p4040_s | 0.565 0.053 -0.638 0.701 -0.005 0.040 0.121 -0.126 0.610 -0.699 -0.690 1.000 -0.645 -0.540 0.251 0.210 0.088 -0.546 -0.692 -0.046 -0.018 -0.021 0.019 -0.696 | -| bplus_1 | -0.743 -0.069 0.838 -0.921 0.007 -0.052 -0.158 0.167 -0.801 0.918 0.906 -0.645 1.000 0.709 -0.327 -0.276 -0.116 0.717 0.910 0.061 0.023 0.028 -0.025 0.914 | -| DDstar_s | -0.623 -0.058 0.701 -0.772 0.006 -0.044 -0.133 0.139 -0.671 0.769 0.759 -0.540 0.709 1.000 -0.274 -0.227 -0.097 0.600 0.762 0.051 0.020 0.024 -0.021 0.766 | -| p4040_p | 0.287 0.027 -0.324 0.356 -0.003 0.020 0.060 -0.066 0.306 -0.353 -0.353 0.251 -0.327 -0.274 1.000 0.106 0.043 -0.276 -0.352 -0.024 -0.009 -0.011 0.010 -0.352 | -| DDstar_p | 0.242 0.023 -0.274 0.300 -0.002 0.017 0.052 -0.055 0.261 -0.300 -0.296 0.210 -0.276 -0.227 0.106 1.000 0.038 -0.234 -0.297 -0.020 -0.008 -0.009 0.008 -0.298 | -| Ctt | 0.102 0.009 -0.115 0.126 -0.001 0.007 0.021 -0.024 0.109 -0.126 -0.124 0.088 -0.116 -0.097 0.043 0.038 1.000 -0.098 -0.124 -0.008 -0.003 -0.004 0.003 -0.125 | -| jpsi_p | -0.629 -0.059 0.709 -0.780 0.006 -0.044 -0.134 0.142 -0.679 0.776 0.768 -0.546 0.717 0.600 -0.276 -0.234 -0.098 1.000 0.770 0.051 0.020 0.024 -0.021 0.774 | -| p4415_s | -0.797 -0.075 0.901 -0.988 0.007 -0.056 -0.170 0.178 -0.860 0.985 0.972 -0.692 0.910 0.762 -0.352 -0.297 -0.124 0.770 1.000 0.065 0.025 0.030 -0.027 0.981 | -| Dbar_s | -0.053 -0.005 0.060 -0.066 0.001 -0.004 -0.011 0.011 -0.057 0.066 0.065 -0.046 0.061 0.051 -0.024 -0.020 -0.008 0.051 0.065 1.000 0.002 0.002 -0.002 0.065 | -| omega_s | -0.021 -0.002 0.023 -0.026 0.000 -0.000 -0.004 0.005 -0.022 0.025 0.025 -0.018 0.023 0.020 -0.009 -0.008 -0.003 0.020 0.025 0.002 1.000 0.001 -0.001 0.025 | -| phi_s | -0.025 -0.002 0.028 -0.031 0.000 -0.002 -0.005 0.006 -0.027 0.031 0.030 -0.021 0.028 0.024 -0.011 -0.009 -0.004 0.024 0.030 0.002 0.001 1.000 -0.001 0.030 | -| rho_s | 0.022 0.006 -0.024 0.027 -0.000 0.001 0.005 -0.005 0.023 -0.027 -0.027 0.019 -0.025 -0.021 0.010 0.008 0.003 -0.021 -0.027 -0.002 -0.001 -0.001 1.000 -0.027 | -| bplus_2 | -0.801 -0.075 0.906 -0.993 0.007 -0.056 -0.171 0.180 -0.864 0.990 0.978 -0.696 0.914 0.766 -0.352 -0.298 -0.125 0.774 0.981 0.065 0.025 0.030 -0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.017966293083550577}), (, {'error': 0.012810833869919769}), (, {'error': 0.0032983549951082214}), (, {'error': 10.330950252904373}), (, {'error': 0.028802698451694475}), (, {'error': 0.009483044691896758}), (, {'error': 0.007180049082633033}), (, {'error': 0.010176863003632741}), (, {'error': 0.009449810507697443}), (, {'error': 1.0111016197850775}), (, {'error': 0.0762484110736894}), (, {'error': 0.007561548991459666}), (, {'error': 0.00472651601761398}), (, {'error': 0.0035965662595569547}), (, {'error': 0.020610813481621193}), (, {'error': 0.05059102796668835}), (, {'error': 0.0017367177585129179}), (, {'error': 0.005834713247362622}), (, {'error': 0.057260165528882356}), (, {'error': 0.0001914195115227113}), (, {'error': 0.021350959433924732}), (, {'error': 0.009966011606045377}), (, {'error': 0.006445946564817118}), (, {'error': 0.14698290334497388})]) -Toy 22/25 -Time taken: 1 h, 56 min -Projected time left: 15 min, 48 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1342 (1342 total) | -| EDM = 9.45E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297158.3444035825 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 0.23 | 0.40 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.487 | 0.021 | | | -2 | 2 | | -| 3 | p4415_p | -2.29 | 0.15 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.75 | 0.17 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.25 | 0.23 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.50 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.916 | 0.032 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.11 | 0.29 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | 4.25 | 0.11 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| p4040_p | -2.26 | 0.21 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 5.15 | 0.29 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -0.55 | 0.21 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 4.666 | 0.027 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.42 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 20| omega_s | 6.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | -0.33 | 0.09 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.048 0.035 -0.145 -0.019 0.005 0.003 -0.076 -0.092 -0.089 -0.171 0.077 0.001 0.009 0.288 -0.075 0.248 -0.047 0.331 0.003 0.003 -0.038 0.048 0.137 | -| rho_p | 0.048 1.000 -0.178 0.044 -0.277 0.132 0.007 -0.035 -0.010 -0.011 -0.010 0.039 0.140 0.001 0.002 -0.050 0.086 -0.100 -0.009 0.001 0.510 -0.105 0.111 0.239 | -| bplus_0 | 0.035 -0.178 1.000 0.021 0.022 -0.053 0.045 0.040 -0.004 0.036 0.013 0.021 -0.849 0.000 0.014 0.025 -0.005 -0.042 0.022 0.001 -0.132 -0.018 0.210 -0.065 | -| p4415_p | -0.145 0.044 0.021 1.000 -0.017 0.005 -0.018 0.067 -0.116 -0.065 0.310 -0.219 -0.073 0.029 0.175 0.013 -0.038 -0.021 -0.172 0.015 0.006 -0.033 0.029 0.171 | -| phi_p | -0.019 -0.277 0.022 -0.017 1.000 -0.075 -0.008 0.009 -0.001 0.002 0.000 -0.016 -0.023 0.001 -0.004 0.013 -0.020 0.025 -0.000 0.000 -0.151 0.512 -0.118 -0.074 | -| omega_p | 0.005 0.132 -0.053 0.005 -0.075 1.000 -0.001 -0.010 -0.004 -0.006 -0.003 0.004 0.042 0.000 -0.000 -0.013 0.008 -0.031 -0.004 0.000 0.586 -0.008 -0.073 0.036 | -| p3770_s | 0.003 0.007 0.045 -0.018 -0.008 -0.001 1.000 -0.236 -0.394 -0.006 -0.016 0.090 0.064 0.018 -0.069 0.149 -0.164 -0.016 0.025 0.020 -0.007 -0.019 0.027 -0.098 | -| p3770_p | -0.076 -0.035 0.040 0.067 0.009 -0.010 -0.236 1.000 0.003 0.359 0.236 -0.157 0.116 0.018 0.176 0.271 -0.262 0.095 -0.066 0.027 -0.021 0.008 0.017 -0.125 | -| psi2s_p | -0.092 -0.010 -0.004 -0.116 -0.001 -0.004 -0.394 0.003 1.000 0.006 -0.132 -0.039 0.051 0.024 -0.218 0.022 0.162 -0.016 0.031 0.024 -0.008 -0.002 0.008 -0.027 | -| Dbar_p | -0.089 -0.011 0.036 -0.065 0.002 -0.006 -0.006 0.359 0.006 1.000 0.053 -0.109 0.186 0.004 -0.025 -0.073 -0.297 0.257 0.039 0.016 -0.017 -0.006 0.046 -0.097 | -| p4160_p | -0.171 -0.010 0.013 0.310 0.000 -0.003 -0.016 0.236 -0.132 0.053 1.000 -0.556 -0.003 0.031 0.265 0.218 -0.403 -0.004 -0.114 0.021 -0.004 -0.000 -0.003 -0.066 | -| p4040_s | 0.077 0.039 0.021 -0.219 -0.016 0.004 0.090 -0.157 -0.039 -0.109 -0.556 1.000 0.011 0.007 -0.251 -0.126 0.342 -0.041 0.209 0.001 0.003 -0.030 0.038 0.108 | -| bplus_1 | 0.001 0.140 -0.849 -0.073 -0.023 0.042 0.064 0.116 0.051 0.186 -0.003 0.011 1.000 -0.008 -0.002 0.319 -0.167 0.074 0.131 -0.003 0.101 0.011 -0.135 -0.238 | -| DDstar_s | 0.009 0.001 0.000 0.029 0.001 0.000 0.018 0.018 0.024 0.004 0.031 0.007 -0.008 1.000 0.020 0.022 0.002 0.045 -0.001 -0.001 0.000 0.000 -0.000 0.010 | -| p4040_p | 0.288 0.002 0.014 0.175 -0.004 -0.000 -0.069 0.176 -0.218 -0.025 0.265 -0.251 -0.002 0.020 1.000 0.124 -0.325 -0.073 -0.028 0.017 -0.001 -0.008 0.002 -0.065 | -| DDstar_p | -0.075 -0.050 0.025 0.013 0.013 -0.013 0.149 0.271 0.022 -0.073 0.218 -0.126 0.319 0.022 0.124 1.000 -0.105 0.213 -0.013 0.001 -0.030 0.016 0.044 -0.243 | -| Ctt | 0.248 0.086 -0.005 -0.038 -0.020 0.008 -0.164 -0.262 0.162 -0.297 -0.403 0.342 -0.167 0.002 -0.325 -0.105 1.000 0.203 0.194 0.008 0.009 -0.048 0.057 0.691 | -| jpsi_p | -0.047 -0.100 -0.042 -0.021 0.025 -0.031 -0.016 0.095 -0.016 0.257 -0.004 -0.041 0.074 0.045 -0.073 0.213 0.203 1.000 -0.010 0.037 -0.047 0.037 -0.024 0.099 | -| p4415_s | 0.331 -0.009 0.022 -0.172 -0.000 -0.004 0.025 -0.066 0.031 0.039 -0.114 0.209 0.131 -0.001 -0.028 -0.013 0.194 -0.010 1.000 -0.001 -0.010 -0.003 0.024 -0.106 | -| Dbar_s | 0.003 0.001 0.001 0.015 0.000 0.000 0.020 0.027 0.024 0.016 0.021 0.001 -0.003 -0.001 0.017 0.001 0.008 0.037 -0.001 1.000 0.000 -0.000 0.000 0.006 | -| omega_s | 0.003 0.510 -0.132 0.006 -0.151 0.586 -0.007 -0.021 -0.008 -0.017 -0.004 0.003 0.101 0.000 -0.001 -0.030 0.009 -0.047 -0.010 0.000 1.000 -0.027 -0.184 0.052 | -| phi_s | -0.038 -0.105 -0.018 -0.033 0.512 -0.008 -0.019 0.008 -0.002 -0.006 -0.000 -0.030 0.011 0.000 -0.008 0.016 -0.048 0.037 -0.003 -0.000 -0.027 1.000 -0.117 -0.134 | -| rho_s | 0.048 0.111 0.210 0.029 -0.118 -0.073 0.027 0.017 0.008 0.046 -0.003 0.038 -0.135 -0.000 0.002 0.044 0.057 -0.024 0.024 0.000 -0.184 -0.117 1.000 0.117 | -| bplus_2 | 0.137 0.239 -0.065 0.171 -0.074 0.036 -0.098 -0.125 -0.027 -0.097 -0.066 0.108 -0.238 0.010 -0.065 -0.243 0.691 0.099 -0.106 0.006 0.052 -0.134 0.117 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.16650472393804439}), (, {'error': 0.39784534769690616}), (, {'error': 0.020912832763154032}), (, {'error': 0.1492664450497907}), (, {'error': 0.1665659350706017}), (, {'error': 1.0321541243095935}), (, {'error': 0.23154307132568297}), (, {'error': 0.0986177050189383}), (, {'error': 0.03151418132115946}), (, {'error': 0.2901390833718116}), (, {'error': 0.10710434282642467}), (, {'error': 0.17134496775311192}), (, {'error': 0.041664701158481976}), (, {'error': 0.017733218914350035}), (, {'error': 0.21370258874407866}), (, {'error': 0.29085522556483756}), (, {'error': 0.2124958077651481}), (, {'error': 0.02676847978506469}), (, {'error': 0.19089701395968117}), (, {'error': 0.014523687057000467}), (, {'error': 1.1873637247731335}), (, {'error': 0.9488037076998665}), (, {'error': 0.3532645974325199}), (, {'error': 0.08842508136116478})]) -Toy 23/25 -Time taken: 2 h, 2 min -Projected time left: 10 min, 38 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1845 (1845 total) | -| EDM = 5.38E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297250.00427202997 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 0.717 | 0.011 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | -6.28 | 0.26 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | -0.354 | 0.011 | | | -2 | 2 | | -| 3 | p4415_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | 0.25 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | 6.10 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 3.44 | 0.27 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | -2.37 | 0.11 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 0.72 | 0.30 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | 0.642 | 0.024 | | | -2 | 2 | | -| 13| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 14| p4040_p | -3.40 | 0.22 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | 1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| Ctt | -1.5 | 2.5 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.72 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 0.16 | 0.38 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 20| omega_s | 8.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 19.4 | 1.5 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 0.3 | 0.4 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.52 | 0.21 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.001 -0.014 0.006 -0.002 -0.001 0.024 0.025 -0.032 -0.030 -0.001 -0.037 -0.020 -0.000 -0.022 0.029 -0.040 0.036 -0.008 -0.004 0.007 0.004 -0.008 0.037 | -| rho_p | 0.001 1.000 0.074 0.000 -0.018 0.009 0.013 0.009 -0.005 0.004 -0.000 -0.017 -0.038 0.003 0.002 0.037 -0.011 0.012 0.002 0.001 0.128 0.004 -0.239 0.010 | -| bplus_0 | -0.014 0.074 1.000 -0.118 0.002 0.029 -0.235 -0.202 0.347 0.411 -0.003 0.325 -0.229 0.005 0.161 -0.153 0.432 -0.396 0.242 0.049 0.021 -0.000 -0.200 -0.461 | -| p4415_p | 0.006 0.000 -0.118 1.000 -0.011 -0.014 0.122 0.116 -0.193 -0.244 0.001 -0.156 -0.219 0.004 -0.106 0.099 -0.256 0.212 -0.413 -0.025 0.048 0.031 -0.041 0.275 | -| phi_p | -0.002 -0.018 0.002 -0.011 1.000 0.027 -0.028 -0.029 0.029 0.032 -0.000 0.036 0.034 -0.002 0.013 -0.030 0.041 -0.049 0.021 0.002 -0.042 0.816 0.056 -0.041 | -| omega_p | -0.001 0.009 0.029 -0.014 0.027 1.000 -0.019 -0.024 0.030 0.034 -0.000 0.030 0.016 -0.001 0.021 -0.017 0.038 -0.033 0.030 0.002 0.439 0.031 -0.036 -0.046 | -| p3770_s | 0.024 0.013 -0.235 0.122 -0.028 -0.019 1.000 0.174 -0.646 -0.380 0.002 -0.482 -0.333 -0.005 -0.100 0.379 -0.579 0.545 -0.222 -0.060 0.092 0.045 -0.102 0.556 | -| p3770_p | 0.025 0.009 -0.202 0.116 -0.029 -0.024 0.174 1.000 -0.412 -0.499 0.003 -0.531 -0.358 -0.013 -0.173 0.331 -0.555 0.463 -0.203 -0.092 0.093 0.049 -0.099 0.522 | -| psi2s_p | -0.032 -0.005 0.347 -0.193 0.029 0.030 -0.646 -0.412 1.000 0.739 -0.005 0.694 0.531 -0.023 0.242 -0.435 0.804 -0.656 0.367 0.055 -0.124 -0.075 0.110 -0.762 | -| Dbar_p | -0.030 0.004 0.411 -0.244 0.032 0.034 -0.380 -0.499 0.739 1.000 -0.007 0.649 0.610 -0.023 0.416 -0.589 0.871 -0.701 0.493 0.077 -0.117 -0.070 0.082 -0.815 | -| p4160_p | -0.001 -0.000 -0.003 0.001 -0.000 -0.000 0.002 0.003 -0.005 -0.007 1.000 -0.000 -0.006 0.000 -0.004 0.001 -0.006 0.005 -0.001 -0.001 0.001 0.001 -0.001 0.007 | -| p4040_s | -0.037 -0.017 0.325 -0.156 0.036 0.030 -0.482 -0.531 0.694 0.649 -0.000 1.000 0.464 -0.010 0.224 -0.557 0.840 -0.747 0.266 0.069 -0.142 -0.079 0.152 -0.793 | -| bplus_1 | -0.020 -0.038 -0.229 -0.219 0.034 0.016 -0.333 -0.358 0.531 0.610 -0.006 0.464 1.000 0.004 0.322 -0.205 0.643 -0.510 0.471 0.064 -0.136 -0.076 0.190 -0.642 | -| DDstar_s | -0.000 0.003 0.005 0.004 -0.002 -0.001 -0.005 -0.013 -0.023 -0.023 0.000 -0.010 0.004 1.000 -0.012 0.016 -0.021 0.004 -0.008 -0.004 0.007 0.004 -0.013 0.016 | -| p4040_p | -0.022 0.002 0.161 -0.106 0.013 0.021 -0.100 -0.173 0.242 0.416 -0.004 0.224 0.322 -0.012 1.000 -0.086 0.372 -0.283 0.193 0.035 -0.066 -0.046 0.050 -0.378 | -| DDstar_p | 0.029 0.037 -0.153 0.099 -0.030 -0.017 0.379 0.331 -0.435 -0.589 0.001 -0.557 -0.205 0.016 -0.086 1.000 -0.637 0.666 -0.162 -0.062 0.135 0.069 -0.193 0.584 | -| Ctt | -0.040 -0.011 0.432 -0.256 0.041 0.038 -0.579 -0.555 0.804 0.871 -0.006 0.840 0.643 -0.021 0.372 -0.637 1.000 -0.883 0.495 0.082 -0.163 -0.094 0.154 -0.976 | -| jpsi_p | 0.036 0.012 -0.396 0.212 -0.049 -0.033 0.545 0.463 -0.656 -0.701 0.005 -0.747 -0.510 0.004 -0.283 0.666 -0.883 1.000 -0.403 -0.093 0.137 0.064 -0.137 0.862 | -| p4415_s | -0.008 0.002 0.242 -0.413 0.021 0.030 -0.222 -0.203 0.367 0.493 -0.001 0.266 0.471 -0.008 0.193 -0.162 0.495 -0.403 1.000 0.051 -0.095 -0.064 0.074 -0.555 | -| Dbar_s | -0.004 0.001 0.049 -0.025 0.002 0.002 -0.060 -0.092 0.055 0.077 -0.001 0.069 0.064 -0.004 0.035 -0.062 0.082 -0.093 0.051 1.000 -0.009 -0.005 0.003 -0.080 | -| omega_s | 0.007 0.128 0.021 0.048 -0.042 0.439 0.092 0.093 -0.124 -0.117 0.001 -0.142 -0.136 0.007 -0.066 0.135 -0.163 0.137 -0.095 -0.009 1.000 0.018 -0.377 0.176 | -| phi_s | 0.004 0.004 -0.000 0.031 0.816 0.031 0.045 0.049 -0.075 -0.070 0.001 -0.079 -0.076 0.004 -0.046 0.069 -0.094 0.064 -0.064 -0.005 0.018 1.000 -0.028 0.107 | -| rho_s | -0.008 -0.239 -0.200 -0.041 0.056 -0.036 -0.102 -0.099 0.110 0.082 -0.001 0.152 0.190 -0.013 0.050 -0.193 0.154 -0.137 0.074 0.003 -0.377 -0.028 1.000 -0.167 | -| bplus_2 | 0.037 0.010 -0.461 0.275 -0.041 -0.046 0.556 0.522 -0.762 -0.815 0.007 -0.793 -0.642 0.016 -0.378 0.584 -0.976 0.862 -0.555 -0.080 0.176 0.107 -0.167 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.011289298120596147}), (, {'error': 0.2598087684522703}), (, {'error': 0.010559131001743327}), (, {'error': 0.22687194423837154}), (, {'error': 0.30768890588844844}), (, {'error': 0.2295858020190158}), (, {'error': 0.26706847603260053}), (, {'error': 0.10701860617326542}), (, {'error': 0.049763167070782544}), (, {'error': 0.6060475119812636}), (, {'error': 0.010241115724036298}), (, {'error': 0.29800773993721963}), (, {'error': 0.02397646772833606}), (, {'error': 0.017726634563184074}), (, {'error': 0.21935379635079322}), (, {'error': 0.3888393681086475}), (, {'error': 2.476807767728573}), (, {'error': 0.04918493283413783}), (, {'error': 0.3775509143965384}), (, {'error': 0.021569312718651618}), (, {'error': 1.0622197929198967}), (, {'error': 1.532497146400818}), (, {'error': 0.4245260720003613}), (, {'error': 0.20620448533793856})]) -Toy 24/25 -Time taken: 2 h, 9 min -Projected time left: 5 min, 23 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1375 (1375 total) | -| EDM = 0.000173 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297228.192681406 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4160_s | 2.51 | 0.17 | | | 0.71676 | 3.68324 | | -| 1 | rho_p | 0.30 | 0.25 | | |-6.28319 | 6.28319 | | -| 2 | bplus_0 | 0.506 | 0.014 | | | -2 | 2 | | -| 3 | p4415_p | -2.32 | 0.21 | | |-6.28319 | 6.28319 | | -| 4 | phi_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | omega_p | -6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | p3770_s | 2.74 | 0.22 | | |0.918861 | 4.08114 | | -| 7 | p3770_p | 3.00 | 0.10 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | Dbar_p | -1.6 | 0.6 | | |-6.28319 | 6.28319 | | -| 10| p4160_p | -2.48 | 0.10 | | |-6.28319 | 6.28319 | | -| 11| p4040_s | 1.40 | 0.18 | | |0.00501244| 2.01499 | | -| 12| bplus_1 | -1.015 | 0.029 | | | -2 | 2 | | -| 13| DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 14| p4040_p | 3.32 | 0.14 | | |-6.28319 | 6.28319 | | -| 15| DDstar_p | -0.27 | 0.61 | | |-6.28319 | 6.28319 | | -| 16| Ctt | 0.30 | 0.17 | | | -1.5 | 1.5 | | -| 17| jpsi_p | 1.56 | 0.05 | | |-6.28319 | 6.28319 | | -| 18| p4415_s | 1.26 | 0.19 | | |0.126447 | 2.35355 | | -| 19| Dbar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | | -| 20| omega_s | 7.6 | 1.3 | | | 4.19232 | 9.40768 | | -| 21| phi_s | 18.0 | 1.6 | | | 14.8182 | 23.5818 | | -| 22| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 23| bplus_2 | 0.027 | 0.066 | | | -2 | 2 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4160_s rho_p bplus_0 p4415_p phi_p omega_p p3770_s p3770_p psi2s_p Dbar_p p4160_p p4040_s bplus_1 DDstar_s p4040_p DDstar_p Ctt jpsi_p p4415_s Dbar_s omega_s phi_s rho_s bplus_2 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4160_s | 1.000 0.111 -0.406 0.238 0.001 0.057 0.150 -0.064 0.294 0.431 0.161 0.307 -0.424 -0.552 0.446 -0.470 -0.158 0.460 0.423 -0.033 0.074 -0.005 -0.078 0.202 | -| rho_p | 0.111 1.000 -0.157 0.116 -0.102 0.199 0.043 -0.036 0.085 0.133 0.059 0.109 -0.113 -0.166 0.068 -0.113 -0.059 0.134 0.075 -0.006 0.423 -0.052 0.193 0.240 | -| bplus_0 | -0.406 -0.157 1.000 -0.508 -0.006 -0.085 -0.118 0.165 -0.443 -0.612 -0.312 -0.452 0.524 0.815 -0.294 0.619 0.397 -0.637 -0.310 0.038 -0.126 -0.011 0.202 -0.319 | -| p4415_p | 0.238 0.116 -0.508 1.000 0.004 0.063 0.183 0.041 0.375 0.482 0.535 0.271 -0.525 -0.599 0.419 -0.675 -0.387 0.597 0.195 -0.028 0.084 0.002 -0.104 0.262 | -| phi_p | 0.001 -0.102 -0.006 0.004 1.000 0.004 -0.001 0.003 0.004 0.009 0.007 0.004 -0.012 -0.007 0.003 -0.020 -0.003 -0.009 0.003 0.001 -0.061 0.889 -0.089 -0.027 | -| omega_p | 0.057 0.199 -0.085 0.063 0.004 1.000 0.020 -0.021 0.050 0.075 0.036 0.060 -0.070 -0.095 0.037 -0.076 -0.046 0.070 0.042 -0.003 0.804 0.040 0.063 0.079 | -| p3770_s | 0.150 0.043 -0.118 0.183 -0.001 0.020 1.000 -0.223 -0.023 0.092 0.162 0.229 -0.130 -0.168 0.106 -0.313 -0.121 0.265 0.093 0.010 0.025 -0.006 -0.022 0.040 | -| p3770_p | -0.064 -0.036 0.165 0.041 0.003 -0.021 -0.223 1.000 -0.025 0.018 0.190 -0.086 0.162 0.146 0.142 -0.091 -0.012 -0.028 -0.099 0.056 -0.030 0.001 0.033 0.010 | -| psi2s_p | 0.294 0.085 -0.443 0.375 0.004 0.050 -0.023 -0.025 1.000 0.451 0.282 0.366 -0.455 -0.557 0.209 -0.586 -0.160 0.547 0.254 -0.008 0.069 0.005 -0.101 0.159 | -| Dbar_p | 0.431 0.133 -0.612 0.482 0.009 0.075 0.092 0.018 0.451 1.000 0.330 0.495 -0.629 -0.861 0.287 -0.671 -0.610 0.703 0.384 -0.016 0.101 0.007 -0.130 0.306 | -| p4160_p | 0.161 0.059 -0.312 0.535 0.007 0.036 0.162 0.190 0.282 0.330 1.000 -0.003 -0.324 -0.365 0.430 -0.650 -0.402 0.495 0.167 -0.001 0.049 0.007 -0.072 0.133 | -| p4040_s | 0.307 0.109 -0.452 0.271 0.004 0.060 0.229 -0.086 0.366 0.495 -0.003 1.000 -0.468 -0.606 0.128 -0.499 -0.165 0.518 0.329 -0.038 0.079 0.001 -0.094 0.179 | -| bplus_1 | -0.424 -0.113 0.524 -0.525 -0.012 -0.070 -0.130 0.162 -0.455 -0.629 -0.324 -0.468 1.000 0.839 -0.308 0.629 0.410 -0.659 -0.322 0.039 -0.100 -0.013 0.163 -0.374 | -| DDstar_s | -0.552 -0.166 0.815 -0.599 -0.007 -0.095 -0.168 0.146 -0.557 -0.861 -0.365 -0.606 0.839 1.000 -0.362 0.769 0.551 -0.816 -0.465 0.040 -0.131 -0.008 0.182 -0.317 | -| p4040_p | 0.446 0.068 -0.294 0.419 0.003 0.037 0.106 0.142 0.209 0.287 0.430 0.128 -0.308 -0.362 1.000 -0.566 -0.323 0.438 0.192 0.003 0.049 -0.000 -0.063 0.125 | -| DDstar_p | -0.470 -0.113 0.619 -0.675 -0.020 -0.076 -0.313 -0.091 -0.586 -0.671 -0.650 -0.499 0.629 0.769 -0.566 1.000 0.466 -0.839 -0.321 0.078 -0.102 -0.022 0.143 -0.197 | -| Ctt | -0.158 -0.059 0.397 -0.387 -0.003 -0.046 -0.121 -0.012 -0.160 -0.610 -0.402 -0.165 0.410 0.551 -0.323 0.466 1.000 -0.561 -0.098 0.024 -0.067 -0.009 0.111 0.212 | -| jpsi_p | 0.460 0.134 -0.637 0.597 -0.009 0.070 0.265 -0.028 0.547 0.703 0.495 0.518 -0.659 -0.816 0.438 -0.839 -0.561 1.000 0.344 -0.017 0.097 -0.013 -0.144 0.197 | -| p4415_s | 0.423 0.075 -0.310 0.195 0.003 0.042 0.093 -0.099 0.254 0.384 0.167 0.329 -0.322 -0.465 0.192 -0.321 -0.098 0.344 1.000 -0.024 0.055 0.001 -0.068 0.084 | -| Dbar_s | -0.033 -0.006 0.038 -0.028 0.001 -0.003 0.010 0.056 -0.008 -0.016 -0.001 -0.038 0.039 0.040 0.003 0.078 0.024 -0.017 -0.024 1.000 -0.005 0.000 0.009 -0.019 | -| omega_s | 0.074 0.423 -0.126 0.084 -0.061 0.804 0.025 -0.030 0.069 0.101 0.049 0.079 -0.100 -0.131 0.049 -0.102 -0.067 0.097 0.055 -0.005 1.000 -0.013 -0.043 0.083 | -| phi_s | -0.005 -0.052 -0.011 0.002 0.889 0.040 -0.006 0.001 0.005 0.007 0.007 0.001 -0.013 -0.008 -0.000 -0.022 -0.009 -0.013 0.001 0.000 -0.013 1.000 -0.072 -0.062 | -| rho_s | -0.078 0.193 0.202 -0.104 -0.089 0.063 -0.022 0.033 -0.101 -0.130 -0.072 -0.094 0.163 0.182 -0.063 0.143 0.111 -0.144 -0.068 0.009 -0.043 -0.072 1.000 0.058 | -| bplus_2 | 0.202 0.240 -0.319 0.262 -0.027 0.079 0.040 0.010 0.159 0.306 0.133 0.179 -0.374 -0.317 0.125 -0.197 0.212 0.197 0.084 -0.019 0.083 -0.062 0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17401065553088135}), (, {'error': 0.24529391892688945}), (, {'error': 0.01380373923267375}), (, {'error': 0.21260910155078228}), (, {'error': 0.4082355188102622}), (, {'error': 0.3770749525096444}), (, {'error': 0.22274942606699843}), (, {'error': 0.09632460318220115}), (, {'error': 0.03721989973237161}), (, {'error': 0.6246514082331398}), (, {'error': 0.10364186497469219}), (, {'error': 0.18238290374283805}), (, {'error': 0.0291680102115226}), (, {'error': 0.5983544363729367}), (, {'error': 0.1410195824279148}), (, {'error': 0.608607347547796}), (, {'error': 0.16717362323006024}), (, {'error': 0.046232624508444786}), (, {'error': 0.18868542769520202}), (, {'error': 0.11624879842076871}), (, {'error': 1.332698877586651}), (, {'error': 1.5875064892475557}), (, {'error': 0.32312570993625267}), (, {'error': 0.0657277893553112})]) -Toy 25/25 -Time taken: 2 h, 15 min -Projected time left: -16/25 fits converged -Mean Ctt value = -0.40632797090709677 -Mean Ctt error = 0.3055195586989409 -95 Sensitivy = 0.0007840744862798029 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247885.out b/finished fits/ff1data1/slurm-2247885.out deleted file mode 100644 index a58e585..0000000 --- a/finished fits/ff1data1/slurm-2247885.out +++ /dev/null @@ -1,5460 +0,0 @@ -Simulation starting -2019-09-05 21:21:15.654767: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:21:16.004198: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 21:21:16.004793: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:21:16.007434: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:21:16.009802: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:21:16.010314: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:21:16.012924: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:21:16.014972: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:21:16.021239: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:21:16.027518: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:21:16.028045: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:21:16.056899: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:21:16.057306: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x56003924a310 executing computations on platform Host. Devices: -2019-09-05 21:21:16.057353: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:21:16.062151: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0b:00.0 -2019-09-05 21:21:16.062317: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:21:16.062352: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:21:16.062380: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:21:16.062407: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:21:16.062435: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:21:16.062463: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:21:16.062491: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:21:16.069507: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:21:16.069672: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:21:16.279254: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:21:16.279310: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:21:16.279323: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:21:16.291706: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0b:00.0, compute capability: 3.7) -2019-09-05 21:21:16.294859: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5600397a68a0 executing computations on platform CUDA. Devices: -2019-09-05 21:21:16.294945: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:21:18.476471 140362912630528 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:21:18.536288 140362912630528 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:21:19.044417 140362912630528 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:21:43.456580: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:21:52.726485 140362912630528 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323511.218626 Edm = 11446.5 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323511.218626 Edm = 11446.5 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301653.4805182 Edm = 23.7473 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 301021.8094392 Edm = 7.02003 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 301011.6756196 Edm = 4.7077 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 297783.3082984 Edm = 117.313 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297647.7525066 Edm = 1.33497 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297647.1184116 Edm = 0.0443324 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297646.9043981 Edm = 0.116254 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297616.7665356 Edm = 1.56929 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297614.9854363 Edm = 0.037283 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297614.8338742 Edm = 0.113873 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297487.748723 Edm = 33.8073 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297451.2770042 Edm = 3.3597 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297449.2509253 Edm = 0.107451 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297449.1471033 Edm = 0.0150934 NCalls = 49 -VariableMetric: Iteration # 15 - FCN = 297448.8897362 Edm = 0.242132 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297410.685723 Edm = 9.34902 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297399.2451735 Edm = 0.803356 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297398.6295148 Edm = 0.0238402 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297398.5766685 Edm = 0.0293132 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297379.9918401 Edm = 23.9035 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297379.5751866 Edm = 0.441502 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297369.6855167 Edm = 9.24152 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297335.8508832 Edm = 15.4101 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297322.4762251 Edm = 1.23627 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297320.9711638 Edm = 0.173601 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297320.8812301 Edm = 0.0160635 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297320.8511601 Edm = 0.0162184 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297320.2575332 Edm = 0.733219 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297319.6375461 Edm = 0.573377 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297294.9974502 Edm = 2.02968 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297292.1038764 Edm = 0.496339 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297291.8104207 Edm = 0.0575369 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297291.7397335 Edm = 0.0119609 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297291.7208917 Edm = 0.00805538 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297291.6571322 Edm = 0.0435229 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297291.1636829 Edm = 0.364443 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297281.7617191 Edm = 5.84024 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297265.1986878 Edm = 0.878639 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297264.3411972 Edm = 0.0832862 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297264.265344 Edm = 0.00401914 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297264.2596084 Edm = 0.00239356 NCalls = 135 -VariableMetric: Iteration # 42 - FCN = 297264.2533213 Edm = 0.0052266 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297264.2190198 Edm = 0.0310037 NCalls = 141 -VariableMetric: Iteration # 44 - FCN = 297262.4528769 Edm = 1.41971 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297256.6137603 Edm = 2.4799 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297254.8450374 Edm = 0.0727413 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297254.7750134 Edm = 0.00413538 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297254.7692823 Edm = 0.00113286 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297254.761527 Edm = 0.00387351 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297254.6582374 Edm = 0.0819942 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297251.4862554 Edm = 1.36198 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297249.5075479 Edm = 0.0953869 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297249.4437408 Edm = 0.00553867 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297249.4387565 Edm = 0.000384371 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297249.4352721 Edm = 0.00320296 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297248.9628295 Edm = 0.0927194 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297247.4125203 Edm = 0.264061 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297246.9107822 Edm = 0.00463801 NCalls = 185 -VariableMetric: Iteration # 59 - FCN = 297246.9055101 Edm = 0.000180321 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297246.9048093 Edm = 0.000551248 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297246.8457242 Edm = 0.0544485 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297245.1633367 Edm = 0.290152 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297244.8126042 Edm = 0.00871197 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297244.8029996 Edm = 0.000370581 NCalls = 204 -VariableMetric: Iteration # 65 - FCN = 297244.8025044 Edm = 6.92777e-05 NCalls = 206 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320377.4170661 Edm = 31.3431 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320377.4170661 Edm = 31.3431 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299627.6992411 Edm = 28.5079 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 298592.9841744 Edm = 2718.3 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297977.7458541 Edm = 157.188 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 297908.041957 Edm = 23.9616 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 297801.6579159 Edm = 60.8582 NCalls = 17 -VariableMetric: Iteration # 6 - FCN = 297706.9828496 Edm = 0.891311 NCalls = 21 -VariableMetric: Iteration # 7 - FCN = 297706.0369756 Edm = 0.0413942 NCalls = 22 -VariableMetric: Iteration # 8 - FCN = 297705.5210085 Edm = 0.31788 NCalls = 25 -VariableMetric: Iteration # 9 - FCN = 297695.2094878 Edm = 7.4075 NCalls = 29 -VariableMetric: Iteration # 10 - FCN = 297659.5856032 Edm = 2.28867 NCalls = 32 -VariableMetric: Iteration # 11 - FCN = 297655.8879343 Edm = 1.00947 NCalls = 34 -VariableMetric: Iteration # 12 - FCN = 297654.432038 Edm = 0.166559 NCalls = 36 -VariableMetric: Iteration # 13 - FCN = 297653.70759 Edm = 0.669667 NCalls = 38 -VariableMetric: Iteration # 14 - FCN = 297647.3954008 Edm = 5.69372 NCalls = 44 -VariableMetric: Iteration # 15 - FCN = 297645.709105 Edm = 3.13621 NCalls = 48 -VariableMetric: Iteration # 16 - FCN = 297630.2065212 Edm = 8.03633 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297587.9054412 Edm = 5.81473 NCalls = 57 -VariableMetric: Iteration # 18 - FCN = 297583.1351492 Edm = 3.94976 NCalls = 59 -VariableMetric: Iteration # 19 - FCN = 297570.333643 Edm = 5.17855 NCalls = 63 -VariableMetric: Iteration # 20 - FCN = 297560.303944 Edm = 21.8944 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297552.3559314 Edm = 21.4189 NCalls = 71 -VariableMetric: Iteration # 22 - FCN = 297544.8219009 Edm = 10.4596 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297514.0833328 Edm = 1.36473 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297513.3027587 Edm = 0.869882 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297512.1385947 Edm = 0.207636 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297510.7931792 Edm = 0.0474641 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297510.7008504 Edm = 0.0352213 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297510.146053 Edm = 0.530951 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297509.2839433 Edm = 0.790896 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297497.516412 Edm = 7.70348 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297484.4106955 Edm = 10.3024 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297477.711074 Edm = 2.49849 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297474.9783338 Edm = 1.14766 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297474.4347236 Edm = 0.13409 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297473.1670577 Edm = 0.357735 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297472.6095689 Edm = 0.0247469 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297472.5839012 Edm = 0.0076209 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297472.5440441 Edm = 0.0305912 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297470.1459987 Edm = 2.42072 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297468.1172039 Edm = 1.98132 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297465.5807704 Edm = 2.45478 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297432.6946923 Edm = 95.2953 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297419.8372821 Edm = 11.6845 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297400.2742183 Edm = 5.19139 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297387.5610976 Edm = 4.45232 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297377.0781135 Edm = 13.8888 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297371.4948245 Edm = 5.10879 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297367.3579471 Edm = 2.24261 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297363.957022 Edm = 2.5766 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297362.3763888 Edm = 0.153123 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297362.2292214 Edm = 0.0956064 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297362.1260592 Edm = 0.101159 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297357.2880059 Edm = 5.35875 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297357.0606254 Edm = 0.161726 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297347.9378204 Edm = 10.6165 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297347.6522105 Edm = 0.606043 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297338.746253 Edm = 7.38777 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297296.7876028 Edm = 8.02311 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297287.7492219 Edm = 2.56802 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297286.0722659 Edm = 0.481883 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297284.5635389 Edm = 0.557369 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297282.7191092 Edm = 0.214012 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297282.4623371 Edm = 0.209592 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297282.355321 Edm = 0.0158789 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297282.3268555 Edm = 0.00445484 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297282.1916623 Edm = 0.12285 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297273.1025116 Edm = 2.92102 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297268.1241986 Edm = 1.60608 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297267.6515032 Edm = 0.479278 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297266.5778751 Edm = 0.333082 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297265.660544 Edm = 0.828296 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297265.2087872 Edm = 0.224599 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297264.890607 Edm = 0.047654 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297264.8304011 Edm = 0.00711815 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297264.8217638 Edm = 0.00289586 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297264.8067931 Edm = 0.0132684 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297263.5160804 Edm = 1.20244 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297251.3230183 Edm = 1.2876 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297250.0614615 Edm = 0.0426961 NCalls = 259 -VariableMetric: Iteration # 80 - FCN = 297250.0168273 Edm = 0.00294367 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297250.0134327 Edm = 0.000892119 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297250.0115495 Edm = 0.00133552 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297249.8293835 Edm = 0.170825 NCalls = 271 -VariableMetric: Iteration # 84 - FCN = 297245.5916284 Edm = 0.439029 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297245.219047 Edm = 0.127369 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297245.1054434 Edm = 0.039529 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297245.0398573 Edm = 0.0192085 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297245.0264811 Edm = 0.00529265 NCalls = 284 -VariableMetric: Iteration # 89 - FCN = 297245.0170617 Edm = 0.00256524 NCalls = 287 -VariableMetric: Iteration # 90 - FCN = 297245.0078177 Edm = 0.00372772 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297245.0007786 Edm = 0.0107544 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297244.9925611 Edm = 0.00381063 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297244.9904338 Edm = 0.00506672 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297244.9803761 Edm = 0.0097536 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297244.9719724 Edm = 0.0131803 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297244.9435698 Edm = 0.0278934 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297244.936174 Edm = 0.0233178 NCalls = 320 -VariableMetric: Iteration # 98 - FCN = 297244.9088141 Edm = 0.0418939 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297244.9009759 Edm = 0.0136441 NCalls = 329 -VariableMetric: Iteration # 100 - FCN = 297244.8154112 Edm = 0.0264245 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297244.7568467 Edm = 0.0172188 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297244.7285441 Edm = 0.0312205 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297244.712535 Edm = 0.00215872 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297244.7095243 Edm = 0.000380674 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297244.7082959 Edm = 0.000565646 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297244.7009791 Edm = 0.00590122 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297243.3835129 Edm = 1.18308 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 297239.5715596 Edm = 6.66542 NCalls = 362 -VariableMetric: Iteration # 109 - FCN = 297237.9097496 Edm = 0.12708 NCalls = 364 -VariableMetric: Iteration # 110 - FCN = 297237.7774898 Edm = 0.0217785 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297237.7477916 Edm = 0.00406174 NCalls = 368 -VariableMetric: Iteration # 112 - FCN = 297237.7451087 Edm = 0.000962348 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 297237.7431686 Edm = 0.00118766 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297237.6822206 Edm = 0.0532518 NCalls = 377 -VariableMetric: Iteration # 115 - FCN = 297237.0475461 Edm = 0.303113 NCalls = 381 -VariableMetric: Iteration # 116 - FCN = 297235.0016439 Edm = 0.792117 NCalls = 384 -VariableMetric: Iteration # 117 - FCN = 297233.5510275 Edm = 0.155706 NCalls = 386 -VariableMetric: Iteration # 118 - FCN = 297233.3671358 Edm = 0.0392232 NCalls = 388 -VariableMetric: Iteration # 119 - FCN = 297233.324898 Edm = 0.0480146 NCalls = 391 -VariableMetric: Iteration # 120 - FCN = 297233.303136 Edm = 0.00458111 NCalls = 393 -VariableMetric: Iteration # 121 - FCN = 297233.2970027 Edm = 0.00043276 NCalls = 395 -VariableMetric: Iteration # 122 - FCN = 297233.2963057 Edm = 0.000109633 NCalls = 397 -VariableMetric: Iteration # 123 - FCN = 297233.2949985 Edm = 0.00120379 NCalls = 400 -VariableMetric: Iteration # 124 - FCN = 297233.2453066 Edm = 0.0569799 NCalls = 407 -VariableMetric: Iteration # 125 - FCN = 297233.2410618 Edm = 0.00418887 NCalls = 411 -VariableMetric: Iteration # 126 - FCN = 297233.1637138 Edm = 0.0773892 NCalls = 418 -VariableMetric: Iteration # 127 - FCN = 297233.1465949 Edm = 0.0168215 NCalls = 424 -VariableMetric: Iteration # 128 - FCN = 297230.2442554 Edm = 1.94527 NCalls = 432 -VariableMetric: Iteration # 129 - FCN = 297228.6663923 Edm = 1.70494 NCalls = 434 -VariableMetric: Iteration # 130 - FCN = 297228.1570334 Edm = 0.77834 NCalls = 436 -VariableMetric: Iteration # 131 - FCN = 297227.613718 Edm = 0.214644 NCalls = 439 -VariableMetric: Iteration # 132 - FCN = 297227.3541906 Edm = 0.0932129 NCalls = 442 -VariableMetric: Iteration # 133 - FCN = 297227.2827449 Edm = 0.0074245 NCalls = 444 -VariableMetric: Iteration # 134 - FCN = 297227.2764527 Edm = 0.000339348 NCalls = 446 -VariableMetric: Iteration # 135 - FCN = 297227.2760691 Edm = 9.85452e-05 NCalls = 448 -VariableMetric: Iteration # 136 - FCN = 297227.2749485 Edm = 0.000924491 NCalls = 451 -VariableMetric: Iteration # 137 - FCN = 297227.2524017 Edm = 0.0204651 NCalls = 455 -VariableMetric: Iteration # 138 - FCN = 297225.9055562 Edm = 0.654529 NCalls = 461 -VariableMetric: Iteration # 139 - FCN = 297225.0120141 Edm = 0.354899 NCalls = 463 -VariableMetric: Iteration # 140 - FCN = 297224.8037999 Edm = 0.0103658 NCalls = 464 -VariableMetric: Iteration # 141 - FCN = 297224.7948932 Edm = 0.00104924 NCalls = 465 -VariableMetric: Iteration # 142 - FCN = 297224.7936224 Edm = 7.27619e-05 NCalls = 467 -VariableMetric: After Hessian - FCN = 297224.7936224 Edm = 4.41538 NCalls = 944 -VariableMetric: Iteration # 143 - FCN = 297224.7936224 Edm = 4.41538 NCalls = 944 -VariableMetric: Iteration # 144 - FCN = 297221.4432394 Edm = 0.225887 NCalls = 946 -VariableMetric: Iteration # 145 - FCN = 297221.2694504 Edm = 0.0532685 NCalls = 948 -VariableMetric: Iteration # 146 - FCN = 297221.2003755 Edm = 0.0415086 NCalls = 950 -VariableMetric: Iteration # 147 - FCN = 297221.0165915 Edm = 0.0986076 NCalls = 954 -VariableMetric: Iteration # 148 - FCN = 297220.9469264 Edm = 0.0335128 NCalls = 956 -VariableMetric: Iteration # 149 - FCN = 297220.9140784 Edm = 0.0058445 NCalls = 958 -VariableMetric: Iteration # 150 - FCN = 297220.9089446 Edm = 0.000682659 NCalls = 960 -VariableMetric: Iteration # 151 - FCN = 297220.9083062 Edm = 4.04907e-05 NCalls = 961 -VariableMetric: After Hessian - FCN = 297220.9083062 Edm = 0.000441299 NCalls = 1444 -VariableMetric: Iteration # 152 - FCN = 297220.9083062 Edm = 0.000441299 NCalls = 1444 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305627.3166349 Edm = 28.2032 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305627.3166349 Edm = 28.2032 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302132.606579 Edm = 3.81839 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302119.3581832 Edm = 3.70032 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302100.316951 Edm = 18.1116 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298984.5579526 Edm = 166.845 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298634.9933751 Edm = 314.806 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298113.2270331 Edm = 17.3394 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298087.5755312 Edm = 1.02148 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298086.9077221 Edm = 0.108957 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298063.5310874 Edm = 18.3083 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297956.5820287 Edm = 1.53476 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297954.9627693 Edm = 0.107837 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297951.873453 Edm = 3.55923 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297942.1560154 Edm = 9.2936 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297713.6409316 Edm = 15.5969 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297694.2864611 Edm = 5.67175 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297688.0469774 Edm = 0.966462 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297687.3729894 Edm = 0.173284 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297687.1689938 Edm = 0.0584637 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297685.5468763 Edm = 1.21973 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297640.57268 Edm = 30.1384 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297569.1571123 Edm = 9.08563 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297558.4107095 Edm = 0.12775 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297558.2208294 Edm = 0.0676914 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297557.1255988 Edm = 0.81438 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297556.6562629 Edm = 1.45147 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297554.804333 Edm = 0.174633 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297554.6515025 Edm = 0.111438 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297554.6165094 Edm = 0.00573779 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297554.5970092 Edm = 0.0155216 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297552.789522 Edm = 2.23087 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297552.7719037 Edm = 0.0149975 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297552.6555167 Edm = 0.180825 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297552.584764 Edm = 0.0671577 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297551.5516869 Edm = 0.78173 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297531.2471918 Edm = 5.54436 NCalls = 136 -VariableMetric: Iteration # 36 - FCN = 297524.1199487 Edm = 2.54122 NCalls = 139 -VariableMetric: Iteration # 37 - FCN = 297520.4935994 Edm = 1.15844 NCalls = 141 -VariableMetric: Iteration # 38 - FCN = 297516.1890875 Edm = 1.55616 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297514.7228105 Edm = 1.85652 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297513.6660733 Edm = 0.304651 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297512.5136158 Edm = 0.712533 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297511.5728081 Edm = 0.383761 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297510.749275 Edm = 0.404121 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297508.9218319 Edm = 1.25747 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297508.4385474 Edm = 0.166575 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297508.1392229 Edm = 0.0867155 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297507.9523926 Edm = 0.0226685 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297507.9215184 Edm = 0.0133763 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297507.908822 Edm = 0.00555093 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297507.851317 Edm = 0.0406953 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297507.4797922 Edm = 0.380962 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297505.3124142 Edm = 2.00391 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297501.735732 Edm = 5.23662 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297492.8221529 Edm = 2.13831 NCalls = 189 -VariableMetric: Iteration # 55 - FCN = 297492.0492244 Edm = 0.672409 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297491.10976 Edm = 0.423438 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297489.376657 Edm = 1.17933 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297487.1905804 Edm = 0.969724 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297486.8941598 Edm = 0.288147 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297486.6433079 Edm = 0.0628637 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297486.5202101 Edm = 0.0171261 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297486.4946586 Edm = 0.0267935 NCalls = 209 -VariableMetric: Iteration # 63 - FCN = 297486.4089806 Edm = 0.0467386 NCalls = 213 -VariableMetric: Iteration # 64 - FCN = 297486.3475311 Edm = 0.00967186 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297486.3358408 Edm = 0.00450886 NCalls = 218 -VariableMetric: Iteration # 66 - FCN = 297486.3271481 Edm = 0.00337535 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297486.3187436 Edm = 0.00437638 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297486.2966748 Edm = 0.0200295 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297486.1988358 Edm = 0.120118 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297486.1564245 Edm = 0.0787794 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297484.6478822 Edm = 1.01443 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297484.6269549 Edm = 0.0647245 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297484.5879694 Edm = 0.00918334 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297484.5225725 Edm = 0.0586991 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297484.2315015 Edm = 0.023121 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297484.2003605 Edm = 0.00548093 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297483.7636222 Edm = 0.539268 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297483.4776923 Edm = 0.228647 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297482.0442283 Edm = 1.28168 NCalls = 275 -VariableMetric: Iteration # 80 - FCN = 297476.6684802 Edm = 4.75161 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297470.8302803 Edm = 9.86388 NCalls = 282 -VariableMetric: Iteration # 82 - FCN = 297463.2431006 Edm = 5.52262 NCalls = 285 -VariableMetric: Iteration # 83 - FCN = 297461.4910217 Edm = 1.12442 NCalls = 287 -VariableMetric: Iteration # 84 - FCN = 297458.512206 Edm = 1.77102 NCalls = 291 -VariableMetric: Iteration # 85 - FCN = 297456.7836927 Edm = 2.45374 NCalls = 294 -VariableMetric: Iteration # 86 - FCN = 297455.2240132 Edm = 1.25643 NCalls = 297 -VariableMetric: Iteration # 87 - FCN = 297454.257128 Edm = 0.684784 NCalls = 300 -VariableMetric: Iteration # 88 - FCN = 297453.7158093 Edm = 0.0538591 NCalls = 302 -VariableMetric: Iteration # 89 - FCN = 297453.666521 Edm = 0.0091877 NCalls = 304 -VariableMetric: Iteration # 90 - FCN = 297453.6592812 Edm = 0.00486147 NCalls = 306 -VariableMetric: Iteration # 91 - FCN = 297453.6379096 Edm = 0.0167519 NCalls = 309 -VariableMetric: Iteration # 92 - FCN = 297452.4325666 Edm = 1.15965 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297439.1278 Edm = 4.2375 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297434.3120237 Edm = 2.11946 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297432.8142157 Edm = 0.563762 NCalls = 323 -VariableMetric: Iteration # 96 - FCN = 297432.296858 Edm = 0.0557732 NCalls = 325 -VariableMetric: Iteration # 97 - FCN = 297432.2512467 Edm = 0.00897283 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297432.2423111 Edm = 0.00136156 NCalls = 329 -VariableMetric: Iteration # 99 - FCN = 297432.2398677 Edm = 0.000745401 NCalls = 331 -VariableMetric: Iteration # 100 - FCN = 297432.229427 Edm = 0.0100202 NCalls = 334 -VariableMetric: Iteration # 101 - FCN = 297431.6125824 Edm = 0.593069 NCalls = 341 -VariableMetric: Iteration # 102 - FCN = 297422.7654216 Edm = 1.03761 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297421.707323 Edm = 0.0595942 NCalls = 346 -VariableMetric: Iteration # 104 - FCN = 297421.6291896 Edm = 0.0202602 NCalls = 348 -VariableMetric: Iteration # 105 - FCN = 297421.6108521 Edm = 0.00590194 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297421.6048689 Edm = 0.00108694 NCalls = 352 -VariableMetric: Iteration # 107 - FCN = 297421.6017643 Edm = 0.00261093 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297421.5923517 Edm = 0.0106538 NCalls = 357 -VariableMetric: Iteration # 109 - FCN = 297421.5446819 Edm = 0.0468428 NCalls = 362 -VariableMetric: Iteration # 110 - FCN = 297421.3643242 Edm = 0.155903 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297417.3712803 Edm = 3.50719 NCalls = 373 -VariableMetric: Iteration # 112 - FCN = 297416.58322 Edm = 1.35981 NCalls = 376 -VariableMetric: Iteration # 113 - FCN = 297412.5619398 Edm = 1.04682 NCalls = 381 -VariableMetric: Iteration # 114 - FCN = 297411.1927013 Edm = 0.364932 NCalls = 383 -VariableMetric: Iteration # 115 - FCN = 297410.8457548 Edm = 0.0296494 NCalls = 385 -VariableMetric: Iteration # 116 - FCN = 297410.8117196 Edm = 0.002513 NCalls = 387 -VariableMetric: Iteration # 117 - FCN = 297410.808471 Edm = 0.000455578 NCalls = 389 -VariableMetric: Iteration # 118 - FCN = 297410.8079235 Edm = 9.97059e-05 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297410.8074924 Edm = 0.000316177 NCalls = 394 -VariableMetric: Iteration # 120 - FCN = 297410.8018553 Edm = 0.00484087 NCalls = 398 -VariableMetric: Iteration # 121 - FCN = 297410.7089456 Edm = 0.0796009 NCalls = 402 -VariableMetric: Iteration # 122 - FCN = 297409.8033097 Edm = 0.359346 NCalls = 405 -VariableMetric: Iteration # 123 - FCN = 297409.1752005 Edm = 0.0501292 NCalls = 407 -VariableMetric: Iteration # 124 - FCN = 297409.1289686 Edm = 0.00437472 NCalls = 408 -VariableMetric: Iteration # 125 - FCN = 297409.1250301 Edm = 0.000159868 NCalls = 409 -VariableMetric: Iteration # 126 - FCN = 297409.1247068 Edm = 9.78401e-05 NCalls = 411 -VariableMetric: Iteration # 127 - FCN = 297409.1239179 Edm = 0.000642483 NCalls = 414 -VariableMetric: Iteration # 128 - FCN = 297409.0694 Edm = 0.0509548 NCalls = 419 -VariableMetric: Iteration # 129 - FCN = 297407.8341763 Edm = 0.174028 NCalls = 423 -VariableMetric: Iteration # 130 - FCN = 297407.6481262 Edm = 0.00160885 NCalls = 425 -VariableMetric: Iteration # 131 - FCN = 297407.646563 Edm = 7.49728e-05 NCalls = 426 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306974.4453172 Edm = 37.5331 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306974.4453172 Edm = 37.5331 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300309.9065833 Edm = 1.78031 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300302.7619575 Edm = 13.5799 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300299.8954171 Edm = 1.19215 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299963.5487807 Edm = 117.505 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299650.2758582 Edm = 11.6852 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 299637.6947747 Edm = 1.33265 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299631.1958068 Edm = 4.80805 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298943.5271431 Edm = 533.425 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298364.9753629 Edm = 19.6457 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298346.1076177 Edm = 1.92287 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 298344.7382987 Edm = 0.0893138 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 298344.4927293 Edm = 0.111972 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 298306.3991983 Edm = 42.9777 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 298305.7073301 Edm = 0.695702 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 298298.6189542 Edm = 6.79412 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 298108.6320231 Edm = 84.5627 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298105.5643 Edm = 19.2288 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 298095.5385123 Edm = 5.41814 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 298062.5663998 Edm = 3.55215 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 298059.7645732 Edm = 0.327624 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 298059.4736405 Edm = 0.0440315 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 298052.1369729 Edm = 8.05233 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 298051.7765108 Edm = 0.332621 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297991.3293717 Edm = 10.4068 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297874.0171371 Edm = 15.3912 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297850.587816 Edm = 1.27744 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297849.0821883 Edm = 0.100354 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297848.9782432 Edm = 0.0295339 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297848.4609133 Edm = 0.424058 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297842.2491675 Edm = 3.18838 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297829.8601952 Edm = 0.928876 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297828.606218 Edm = 0.0283914 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297828.5646324 Edm = 0.00626736 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297828.3491031 Edm = 0.179154 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297818.2593234 Edm = 5.91595 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297794.9731096 Edm = 5.6851 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297785.663668 Edm = 0.7124 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297784.6052402 Edm = 0.049487 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297784.517866 Edm = 0.0233787 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297784.378052 Edm = 0.114571 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297779.3208484 Edm = 4.48165 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297686.1804982 Edm = 27.0629 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297654.4542313 Edm = 33.2532 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297601.8055343 Edm = 29.6686 NCalls = 163 -VariableMetric: Iteration # 45 - FCN = 297573.3512353 Edm = 6.50483 NCalls = 167 -VariableMetric: Iteration # 46 - FCN = 297568.7177271 Edm = 8.55343 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297563.7561158 Edm = 2.15917 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297560.3748691 Edm = 0.666628 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297557.90037 Edm = 0.581328 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297557.0434607 Edm = 0.11464 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297556.9331877 Edm = 0.0335779 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297556.8425433 Edm = 0.0455337 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297556.7630307 Edm = 0.035632 NCalls = 185 -VariableMetric: Iteration # 54 - FCN = 297556.7005126 Edm = 0.0312211 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297556.6330933 Edm = 0.0214621 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297556.5994766 Edm = 0.0183096 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297556.3415242 Edm = 0.294714 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297554.0265075 Edm = 2.19494 NCalls = 208 -VariableMetric: Iteration # 59 - FCN = 297552.6052671 Edm = 10.7262 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297546.6318083 Edm = 2.87329 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297532.2587396 Edm = 2.91828 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297531.7525434 Edm = 2.99303 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297525.733862 Edm = 2.9414 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297522.5352719 Edm = 2.69266 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297502.4468677 Edm = 12.3354 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297474.2513193 Edm = 12.707 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297461.9206661 Edm = 6.39944 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297458.378683 Edm = 2.22206 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297455.7488837 Edm = 0.91466 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297454.5331607 Edm = 0.308089 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297453.6907815 Edm = 0.357819 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297453.4166178 Edm = 0.148194 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297453.2801976 Edm = 0.0388736 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297453.2033828 Edm = 0.0210848 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297453.1834131 Edm = 0.00555522 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297453.160974 Edm = 0.0190028 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297452.9630129 Edm = 0.0833473 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297452.7708301 Edm = 0.083315 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297452.4597949 Edm = 0.346108 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297444.8402124 Edm = 7.72307 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297436.735518 Edm = 7.27157 NCalls = 279 -VariableMetric: Iteration # 82 - FCN = 297423.5162737 Edm = 5.25749 NCalls = 281 -VariableMetric: Iteration # 83 - FCN = 297418.8279602 Edm = 22.4335 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297405.5674187 Edm = 4.7279 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297403.2557917 Edm = 1.29868 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297399.8808984 Edm = 1.35951 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297396.8310457 Edm = 0.953174 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297395.9618411 Edm = 1.29285 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297394.486223 Edm = 0.636906 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297393.6055927 Edm = 0.428415 NCalls = 298 -VariableMetric: Iteration # 91 - FCN = 297393.0294131 Edm = 0.0783663 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297392.9551186 Edm = 0.0171275 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297392.9310086 Edm = 0.00264257 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297392.9273927 Edm = 0.00137563 NCalls = 305 -VariableMetric: Iteration # 95 - FCN = 297392.9218457 Edm = 0.00546081 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297392.8512901 Edm = 0.0613296 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297390.8085994 Edm = 1.33944 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297384.2314068 Edm = 2.97311 NCalls = 319 -VariableMetric: Iteration # 99 - FCN = 297382.074596 Edm = 2.08124 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297378.8845449 Edm = 0.435399 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297378.4179755 Edm = 0.0130394 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297378.4004978 Edm = 0.00264589 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297378.3964789 Edm = 0.000659987 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297378.3956115 Edm = 0.000281849 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297378.3946167 Edm = 0.00068474 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297378.3782808 Edm = 0.0106155 NCalls = 338 -VariableMetric: Iteration # 107 - FCN = 297378.3049373 Edm = 0.0544789 NCalls = 341 -VariableMetric: Iteration # 108 - FCN = 297377.2657605 Edm = 0.90131 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297374.7766943 Edm = 0.577743 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297374.1796444 Edm = 0.0456116 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297374.1409526 Edm = 0.00536847 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297374.1361292 Edm = 0.000180504 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297374.1358228 Edm = 0.000133348 NCalls = 356 -VariableMetric: Iteration # 114 - FCN = 297374.1325463 Edm = 0.00276302 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297373.643837 Edm = 0.453238 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297372.2222144 Edm = 0.274994 NCalls = 369 -VariableMetric: Iteration # 117 - FCN = 297371.9329692 Edm = 0.00772577 NCalls = 370 -VariableMetric: Iteration # 118 - FCN = 297371.924085 Edm = 0.0003212 NCalls = 372 -VariableMetric: Iteration # 119 - FCN = 297371.9237038 Edm = 5.68882e-05 NCalls = 374 -VariableMetric: After Hessian - FCN = 297371.9237038 Edm = 336.79 NCalls = 855 -VariableMetric: Iteration # 120 - FCN = 297371.9237038 Edm = 336.79 NCalls = 855 -VariableMetric: Iteration # 121 - FCN = 297368.3879728 Edm = 65.615 NCalls = 863 -VariableMetric: Iteration # 122 - FCN = 297367.0245977 Edm = 9.75671 NCalls = 874 -VariableMetric: Iteration # 123 - FCN = 297366.8878379 Edm = 2.80434 NCalls = 877 -VariableMetric: Iteration # 124 - FCN = 297366.3687323 Edm = 0.573029 NCalls = 879 -VariableMetric: Iteration # 125 - FCN = 297364.2269375 Edm = 1.71079 NCalls = 882 -VariableMetric: Iteration # 126 - FCN = 297361.533184 Edm = 0.364396 NCalls = 888 -VariableMetric: Iteration # 127 - FCN = 297361.1748825 Edm = 0.0955502 NCalls = 889 -VariableMetric: Iteration # 128 - FCN = 297360.7002215 Edm = 0.137979 NCalls = 892 -VariableMetric: Iteration # 129 - FCN = 297359.9568649 Edm = 0.192962 NCalls = 896 -VariableMetric: Iteration # 130 - FCN = 297359.4921373 Edm = 0.10172 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297359.2624786 Edm = 0.0595107 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297359.2211654 Edm = 0.0202441 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297359.1411382 Edm = 0.013527 NCalls = 907 -VariableMetric: Iteration # 134 - FCN = 297359.1169097 Edm = 0.00831445 NCalls = 909 -VariableMetric: Iteration # 135 - FCN = 297359.0722959 Edm = 0.0106088 NCalls = 911 -VariableMetric: Iteration # 136 - FCN = 297359.0386034 Edm = 0.00760309 NCalls = 913 -VariableMetric: Iteration # 137 - FCN = 297359.0186469 Edm = 0.00800459 NCalls = 915 -VariableMetric: Iteration # 138 - FCN = 297358.9704146 Edm = 0.0147301 NCalls = 918 -VariableMetric: Iteration # 139 - FCN = 297358.9417865 Edm = 0.0068898 NCalls = 920 -VariableMetric: Iteration # 140 - FCN = 297358.9159348 Edm = 0.018709 NCalls = 922 -VariableMetric: Iteration # 141 - FCN = 297358.7699007 Edm = 0.0404274 NCalls = 926 -VariableMetric: Iteration # 142 - FCN = 297358.7269084 Edm = 0.0272129 NCalls = 927 -VariableMetric: Iteration # 143 - FCN = 297358.7082669 Edm = 0.00960172 NCalls = 930 -VariableMetric: Iteration # 144 - FCN = 297358.6673267 Edm = 0.0346567 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297358.51538 Edm = 0.0657389 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297358.4283999 Edm = 0.0104696 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297358.4143713 Edm = 0.00786221 NCalls = 941 -VariableMetric: Iteration # 148 - FCN = 297358.3635067 Edm = 0.0306375 NCalls = 945 -VariableMetric: Iteration # 149 - FCN = 297358.2250889 Edm = 0.0637597 NCalls = 948 -VariableMetric: Iteration # 150 - FCN = 297358.1234836 Edm = 0.0552394 NCalls = 952 -VariableMetric: Iteration # 151 - FCN = 297358.0526958 Edm = 0.0138709 NCalls = 954 -VariableMetric: Iteration # 152 - FCN = 297358.0222691 Edm = 0.0175576 NCalls = 956 -VariableMetric: Iteration # 153 - FCN = 297357.834806 Edm = 0.0978353 NCalls = 961 -VariableMetric: Iteration # 154 - FCN = 297357.7245989 Edm = 0.0232424 NCalls = 963 -VariableMetric: Iteration # 155 - FCN = 297357.6993173 Edm = 0.00959382 NCalls = 965 -VariableMetric: Iteration # 156 - FCN = 297357.5480879 Edm = 0.0644963 NCalls = 969 -VariableMetric: Iteration # 157 - FCN = 297357.4448929 Edm = 0.00796299 NCalls = 971 -VariableMetric: Iteration # 158 - FCN = 297357.4240459 Edm = 0.0108505 NCalls = 973 -VariableMetric: Iteration # 159 - FCN = 297357.3421274 Edm = 0.0195281 NCalls = 976 -VariableMetric: Iteration # 160 - FCN = 297357.3005796 Edm = 0.00571896 NCalls = 978 -VariableMetric: Iteration # 161 - FCN = 297357.2798982 Edm = 0.00609759 NCalls = 980 -VariableMetric: Iteration # 162 - FCN = 297357.2685313 Edm = 0.00344138 NCalls = 982 -VariableMetric: Iteration # 163 - FCN = 297357.2520333 Edm = 0.00605452 NCalls = 985 -VariableMetric: Iteration # 164 - FCN = 297357.2369481 Edm = 0.00306589 NCalls = 987 -VariableMetric: Iteration # 165 - FCN = 297357.2295992 Edm = 0.00153175 NCalls = 990 -VariableMetric: Iteration # 166 - FCN = 297357.2251259 Edm = 0.0018151 NCalls = 992 -VariableMetric: Iteration # 167 - FCN = 297357.2162444 Edm = 0.00412516 NCalls = 994 -VariableMetric: Iteration # 168 - FCN = 297357.2068285 Edm = 0.00109365 NCalls = 996 -VariableMetric: Iteration # 169 - FCN = 297357.2053275 Edm = 0.00020577 NCalls = 998 -VariableMetric: Iteration # 170 - FCN = 297357.2045355 Edm = 0.00039796 NCalls = 1000 -VariableMetric: Iteration # 171 - FCN = 297357.2030003 Edm = 0.000397564 NCalls = 1002 -VariableMetric: Iteration # 172 - FCN = 297357.2009176 Edm = 0.00069096 NCalls = 1004 -VariableMetric: Iteration # 173 - FCN = 297357.1992439 Edm = 0.000235768 NCalls = 1007 -VariableMetric: Iteration # 174 - FCN = 297357.1988199 Edm = 0.000165738 NCalls = 1009 -VariableMetric: Iteration # 175 - FCN = 297357.1967822 Edm = 0.000770089 NCalls = 1012 -VariableMetric: Iteration # 176 - FCN = 297357.1953351 Edm = 5.80938e-05 NCalls = 1014 -VariableMetric: After Hessian - FCN = 297357.1953351 Edm = 0.0113732 NCalls = 1501 -VariableMetric: Iteration # 177 - FCN = 297357.1953351 Edm = 0.0113732 NCalls = 1501 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317500.8300821 Edm = 46.5887 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317500.8300821 Edm = 46.5887 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304488.0213151 Edm = 1.26399 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304462.7157271 Edm = 1.65107 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304369.8854084 Edm = 61.8091 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 303895.4346522 Edm = 8.54873 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 303852.8291869 Edm = 28.7665 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 303687.0402229 Edm = 1075.01 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 301755.337667 Edm = 3298.43 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 301746.1624513 Edm = 24.7732 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 300318.2016343 Edm = 220.623 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 298919.479238 Edm = 245.416 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298735.2872951 Edm = 169.851 NCalls = 59 -VariableMetric: Iteration # 12 - FCN = 298623.5369096 Edm = 3.91542 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298614.37933 Edm = 4.22293 NCalls = 64 -VariableMetric: Iteration # 14 - FCN = 298294.7362812 Edm = 136.229 NCalls = 70 -VariableMetric: Iteration # 15 - FCN = 298175.6293839 Edm = 247.425 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297921.1035375 Edm = 71.2641 NCalls = 78 -VariableMetric: Iteration # 17 - FCN = 297856.5365123 Edm = 84.3615 NCalls = 80 -VariableMetric: Iteration # 18 - FCN = 297756.9147388 Edm = 12.0747 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297741.848669 Edm = 0.0845354 NCalls = 85 -VariableMetric: Iteration # 20 - FCN = 297741.6668875 Edm = 0.0953316 NCalls = 87 -VariableMetric: Iteration # 21 - FCN = 297720.5595115 Edm = 29.4934 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297661.11236 Edm = 33.0492 NCalls = 102 -VariableMetric: Iteration # 23 - FCN = 297639.4531198 Edm = 21.2187 NCalls = 104 -VariableMetric: Iteration # 24 - FCN = 297624.6706307 Edm = 0.840811 NCalls = 106 -VariableMetric: Iteration # 25 - FCN = 297622.9242394 Edm = 0.477927 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297620.3912762 Edm = 0.273975 NCalls = 111 -VariableMetric: Iteration # 27 - FCN = 297620.1508215 Edm = 0.0263051 NCalls = 112 -VariableMetric: Iteration # 28 - FCN = 297620.0825771 Edm = 0.0276304 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297619.1672482 Edm = 0.922407 NCalls = 118 -VariableMetric: Iteration # 30 - FCN = 297617.8448097 Edm = 1.26663 NCalls = 123 -VariableMetric: Iteration # 31 - FCN = 297500.1214466 Edm = 1.72501 NCalls = 129 -VariableMetric: Iteration # 32 - FCN = 297497.2096445 Edm = 2.9687 NCalls = 131 -VariableMetric: Iteration # 33 - FCN = 297496.7657219 Edm = 0.303513 NCalls = 133 -VariableMetric: Iteration # 34 - FCN = 297496.3061361 Edm = 0.305679 NCalls = 135 -VariableMetric: Iteration # 35 - FCN = 297495.6466814 Edm = 0.0524304 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297495.5861209 Edm = 0.00380757 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297495.5476354 Edm = 0.0354148 NCalls = 143 -VariableMetric: Iteration # 38 - FCN = 297494.3866444 Edm = 1.21016 NCalls = 149 -VariableMetric: Iteration # 39 - FCN = 297494.3636071 Edm = 0.0196722 NCalls = 152 -VariableMetric: Iteration # 40 - FCN = 297489.71764 Edm = 1.56314 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297476.1437246 Edm = 1.88028 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297472.7021874 Edm = 0.772652 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297472.0237499 Edm = 0.345798 NCalls = 166 -VariableMetric: Iteration # 44 - FCN = 297471.7890264 Edm = 0.0823954 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297471.7077205 Edm = 0.0171252 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297471.6838533 Edm = 0.00460498 NCalls = 171 -VariableMetric: Iteration # 47 - FCN = 297471.6441734 Edm = 0.0396963 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297467.5352984 Edm = 2.88039 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297458.2269628 Edm = 0.201278 NCalls = 183 -VariableMetric: Iteration # 50 - FCN = 297457.9281299 Edm = 0.0841946 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297457.8812931 Edm = 0.014003 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297457.8596615 Edm = 0.00283603 NCalls = 189 -VariableMetric: Iteration # 53 - FCN = 297457.8510027 Edm = 0.00523137 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297457.6694318 Edm = 0.175594 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297451.049185 Edm = 2.53645 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297446.92929 Edm = 3.87093 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297444.4372236 Edm = 0.739084 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297443.9766284 Edm = 0.87084 NCalls = 205 -VariableMetric: Iteration # 59 - FCN = 297443.2471622 Edm = 0.284932 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297442.6206031 Edm = 0.0700145 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297442.5363227 Edm = 0.0201497 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297442.5152448 Edm = 0.0208568 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297442.4836289 Edm = 0.0218599 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297441.9580295 Edm = 0.536047 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297440.0597774 Edm = 1.80873 NCalls = 228 -VariableMetric: Iteration # 66 - FCN = 297422.925303 Edm = 14.9123 NCalls = 235 -VariableMetric: Iteration # 67 - FCN = 297420.5454935 Edm = 14.8963 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297413.5948595 Edm = 5.57687 NCalls = 240 -VariableMetric: Iteration # 69 - FCN = 297404.3818878 Edm = 2.48281 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297402.2678677 Edm = 1.50844 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297401.1305775 Edm = 0.344449 NCalls = 247 -VariableMetric: Iteration # 72 - FCN = 297400.9215911 Edm = 0.0672957 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297400.8484107 Edm = 0.0126628 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297400.8351528 Edm = 0.00304064 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297400.8060997 Edm = 0.0232935 NCalls = 256 -VariableMetric: Iteration # 76 - FCN = 297400.0628953 Edm = 0.922388 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297399.50396 Edm = 0.507944 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297379.059291 Edm = 2.8228 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297376.5183603 Edm = 0.406763 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297375.9993421 Edm = 0.0955276 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297375.8309987 Edm = 0.0268495 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297375.8001676 Edm = 0.00597491 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297375.7787641 Edm = 0.017685 NCalls = 280 -VariableMetric: Iteration # 84 - FCN = 297375.7195007 Edm = 0.0429581 NCalls = 283 -VariableMetric: Iteration # 85 - FCN = 297375.5030651 Edm = 0.0867348 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297374.4650648 Edm = 0.688172 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297364.9006439 Edm = 13.3379 NCalls = 292 -VariableMetric: Iteration # 88 - FCN = 297353.2019493 Edm = 15.9461 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297334.0159498 Edm = 5.90021 NCalls = 303 -VariableMetric: Iteration # 90 - FCN = 297328.0873065 Edm = 7.33126 NCalls = 305 -VariableMetric: Iteration # 91 - FCN = 297324.319088 Edm = 1.89372 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 297321.9185544 Edm = 1.59573 NCalls = 309 -VariableMetric: Iteration # 93 - FCN = 297316.9867254 Edm = 3.65275 NCalls = 313 -VariableMetric: Iteration # 94 - FCN = 297309.2589093 Edm = 6.34693 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297302.8235703 Edm = 1.75844 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297300.3532807 Edm = 2.40162 NCalls = 320 -VariableMetric: Iteration # 97 - FCN = 297298.0182357 Edm = 1.73349 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297296.3011884 Edm = 1.06823 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297295.4325186 Edm = 0.281738 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297295.1482095 Edm = 0.144139 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297294.9489451 Edm = 0.0545669 NCalls = 331 -VariableMetric: Iteration # 102 - FCN = 297294.8958825 Edm = 0.0197034 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297294.8758897 Edm = 0.00474452 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297294.8664037 Edm = 0.00432182 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297294.8197228 Edm = 0.0427609 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297294.4581454 Edm = 0.0983258 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297294.2918156 Edm = 0.0582555 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297294.2430684 Edm = 0.0531239 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297294.0939517 Edm = 0.096336 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297293.7263638 Edm = 0.555953 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297293.5719181 Edm = 0.375578 NCalls = 361 -VariableMetric: Iteration # 112 - FCN = 297293.0969734 Edm = 0.58659 NCalls = 364 -VariableMetric: Iteration # 113 - FCN = 297291.8920264 Edm = 0.837595 NCalls = 369 -VariableMetric: Iteration # 114 - FCN = 297291.7188247 Edm = 0.344814 NCalls = 372 -VariableMetric: Iteration # 115 - FCN = 297291.2415287 Edm = 0.425478 NCalls = 375 -VariableMetric: Iteration # 116 - FCN = 297290.6679367 Edm = 0.260461 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297290.2892498 Edm = 0.190089 NCalls = 381 -VariableMetric: Iteration # 118 - FCN = 297289.86502 Edm = 0.149802 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297289.6714863 Edm = 0.0286047 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297289.6325222 Edm = 0.0150674 NCalls = 388 -VariableMetric: Iteration # 121 - FCN = 297289.6252482 Edm = 0.00462808 NCalls = 390 -VariableMetric: Iteration # 122 - FCN = 297289.6175706 Edm = 0.00396818 NCalls = 392 -VariableMetric: Iteration # 123 - FCN = 297289.5850996 Edm = 0.0332193 NCalls = 395 -VariableMetric: Iteration # 124 - FCN = 297288.8579984 Edm = 0.720961 NCalls = 401 -VariableMetric: Iteration # 125 - FCN = 297288.8117489 Edm = 0.0434536 NCalls = 404 -VariableMetric: Iteration # 126 - FCN = 297281.8284876 Edm = 1.68024 NCalls = 411 -VariableMetric: Iteration # 127 - FCN = 297280.9770946 Edm = 108103 NCalls = 421 -VariableMetric: Iteration # 128 - FCN = 297280.8083851 Edm = 7650.03 NCalls = 427 -VariableMetric: Iteration # 129 - FCN = 297279.3942861 Edm = 46462.2 NCalls = 431 -VariableMetric: Iteration # 130 - FCN = 297278.1061423 Edm = 12199 NCalls = 435 -VariableMetric: Iteration # 131 - FCN = 297276.2719159 Edm = 1058.64 NCalls = 439 -VariableMetric: Iteration # 132 - FCN = 297274.9802751 Edm = 1646.39 NCalls = 443 -VariableMetric: Iteration # 133 - FCN = 297273.9517603 Edm = 4374.28 NCalls = 446 -VariableMetric: Iteration # 134 - FCN = 297271.5665833 Edm = 487.069 NCalls = 449 -VariableMetric: Iteration # 135 - FCN = 297270.6229702 Edm = 810.688 NCalls = 452 -VariableMetric: Iteration # 136 - FCN = 297269.5504388 Edm = 129.583 NCalls = 455 -VariableMetric: Iteration # 137 - FCN = 297268.9319363 Edm = 96.4148 NCalls = 458 -VariableMetric: Iteration # 138 - FCN = 297268.0198884 Edm = 254.949 NCalls = 461 -VariableMetric: Iteration # 139 - FCN = 297267.3805479 Edm = 46.5745 NCalls = 464 -VariableMetric: Iteration # 140 - FCN = 297266.6396695 Edm = 12.6408 NCalls = 467 -VariableMetric: Iteration # 141 - FCN = 297266.0030619 Edm = 11.7106 NCalls = 469 -VariableMetric: Iteration # 142 - FCN = 297265.3400446 Edm = 12.3411 NCalls = 471 -VariableMetric: Iteration # 143 - FCN = 297264.2096356 Edm = 20.897 NCalls = 473 -VariableMetric: Iteration # 144 - FCN = 297263.3716835 Edm = 27.808 NCalls = 475 -VariableMetric: Iteration # 145 - FCN = 297261.6390375 Edm = 32.7136 NCalls = 477 -VariableMetric: Iteration # 146 - FCN = 297261.1400352 Edm = 4.28626 NCalls = 479 -VariableMetric: Iteration # 147 - FCN = 297260.9933454 Edm = 1.00134 NCalls = 481 -VariableMetric: Iteration # 148 - FCN = 297260.5056432 Edm = 10.657 NCalls = 483 -VariableMetric: Iteration # 149 - FCN = 297259.7714676 Edm = 3.89859 NCalls = 484 -VariableMetric: Iteration # 150 - FCN = 297259.4788863 Edm = 0.4728 NCalls = 486 -VariableMetric: Iteration # 151 - FCN = 297259.4513716 Edm = 1.13798 NCalls = 488 -VariableMetric: Iteration # 152 - FCN = 297259.1469591 Edm = 0.0819207 NCalls = 490 -VariableMetric: Iteration # 153 - FCN = 297259.0839703 Edm = 0.0453664 NCalls = 492 -VariableMetric: Iteration # 154 - FCN = 297259.0581308 Edm = 0.00973361 NCalls = 494 -VariableMetric: Iteration # 155 - FCN = 297259.0471408 Edm = 0.0036323 NCalls = 496 -VariableMetric: Iteration # 156 - FCN = 297259.0411735 Edm = 0.00266498 NCalls = 498 -VariableMetric: Iteration # 157 - FCN = 297259.035681 Edm = 0.0019325 NCalls = 500 -VariableMetric: Iteration # 158 - FCN = 297259.0322816 Edm = 0.00207005 NCalls = 502 -VariableMetric: Iteration # 159 - FCN = 297259.0223346 Edm = 0.00473623 NCalls = 505 -VariableMetric: Iteration # 160 - FCN = 297259.0089371 Edm = 0.00448546 NCalls = 507 -VariableMetric: Iteration # 161 - FCN = 297258.9994097 Edm = 0.00225242 NCalls = 509 -VariableMetric: Iteration # 162 - FCN = 297258.9964543 Edm = 0.000204865 NCalls = 511 -VariableMetric: Iteration # 163 - FCN = 297258.9962043 Edm = 1.57925e-05 NCalls = 513 -VariableMetric: After Hessian - FCN = 297258.9962043 Edm = 1.52216e-05 NCalls = 1006 -VariableMetric: Iteration # 164 - FCN = 297258.9962043 Edm = 1.52216e-05 NCalls = 1006 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315155.7112465 Edm = 32.7849 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315155.7112465 Edm = 32.7849 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298461.5138629 Edm = 0.893193 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298461.3908033 Edm = 0.929324 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 297750.2619698 Edm = 4.25884 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 297731.5225721 Edm = 8.96396 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297708.3307376 Edm = 0.497489 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297707.4276941 Edm = 0.724239 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297700.8809126 Edm = 5.88846 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 297598.085039 Edm = 50.7565 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297537.363035 Edm = 0.85216 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297536.6135369 Edm = 0.0346925 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297536.5434795 Edm = 0.0374495 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297531.0873456 Edm = 5.35382 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297369.5667459 Edm = 5.20705 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297363.8738059 Edm = 0.199099 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297363.6382262 Edm = 0.0495899 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297363.1176603 Edm = 0.434811 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297319.5269517 Edm = 8.91227 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297311.5441625 Edm = 0.455575 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297311.0928708 Edm = 0.0226903 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297311.0602862 Edm = 0.00586281 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297310.8337105 Edm = 0.198121 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297282.3957139 Edm = 14.4944 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297261.8344202 Edm = 2.55467 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297260.7031393 Edm = 0.141116 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297260.5893434 Edm = 0.00601271 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297260.5781348 Edm = 0.00177818 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297260.5482069 Edm = 0.0266545 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297254.712288 Edm = 3.88183 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297244.691751 Edm = 6.83487 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297240.9841934 Edm = 1.38407 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297238.6716771 Edm = 1.18987 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297236.1988595 Edm = 2.02492 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297235.0503654 Edm = 1.40383 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297234.1984258 Edm = 0.40769 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297233.8026123 Edm = 0.397025 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297233.6016308 Edm = 0.0716425 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297233.5050307 Edm = 0.034504 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297233.4136096 Edm = 0.0163002 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297233.392937 Edm = 0.00740897 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297233.3604925 Edm = 0.0363804 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297233.0082737 Edm = 0.301957 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297223.1891871 Edm = 10.635 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297218.413299 Edm = 2.53851 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297216.7749114 Edm = 0.401744 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297216.4993187 Edm = 0.0198032 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297216.4896427 Edm = 0.00150939 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297216.4884603 Edm = 0.000150393 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297216.488119 Edm = 0.000246148 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297216.4418284 Edm = 0.0517328 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297216.3410216 Edm = 0.0721016 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297214.0953345 Edm = 1.12014 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297211.9954076 Edm = 0.0119808 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297211.9841042 Edm = 0.000434177 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297211.9836604 Edm = 9.63683e-05 NCalls = 177 -VariableMetric: Iteration # 55 - FCN = 297211.9827759 Edm = 0.00085309 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297211.936868 Edm = 0.0434183 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297209.072578 Edm = 0.422614 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297208.5369059 Edm = 0.0339255 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297208.5081592 Edm = 0.00207315 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297208.506282 Edm = 0.000160659 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297208.5055714 Edm = 0.000544563 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297208.4656884 Edm = 0.036854 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297207.2303918 Edm = 0.453586 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297206.598134 Edm = 0.142069 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297206.4920823 Edm = 0.0147437 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297206.4765211 Edm = 0.000965619 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297206.4753419 Edm = 0.000170427 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297206.4735216 Edm = 0.00155612 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297206.2836734 Edm = 0.203743 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297206.2261617 Edm = 0.0535141 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297203.2667555 Edm = 0.77564 NCalls = 235 -VariableMetric: Iteration # 72 - FCN = 297202.2938289 Edm = 0.0406027 NCalls = 237 -VariableMetric: Iteration # 73 - FCN = 297202.2556301 Edm = 0.00330053 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297202.252763 Edm = 0.000247373 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297202.2524267 Edm = 7.88139e-05 NCalls = 242 -VariableMetric: After Hessian - FCN = 297202.2524267 Edm = 34.9338 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297202.2524267 Edm = 34.9338 NCalls = 719 -VariableMetric: Iteration # 77 - FCN = 297198.3105926 Edm = 25241.6 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297197.796309 Edm = 4172.3 NCalls = 731 -VariableMetric: Iteration # 79 - FCN = 297197.7348781 Edm = 1257.09 NCalls = 736 -VariableMetric: Iteration # 80 - FCN = 297197.4512193 Edm = 6857.27 NCalls = 740 -VariableMetric: Iteration # 81 - FCN = 297197.3287884 Edm = 3039.58 NCalls = 743 -VariableMetric: Iteration # 82 - FCN = 297196.1129686 Edm = 1052.03 NCalls = 746 -VariableMetric: Iteration # 83 - FCN = 297193.7681827 Edm = 599.319 NCalls = 749 -VariableMetric: Iteration # 84 - FCN = 297193.1149763 Edm = 670.902 NCalls = 752 -VariableMetric: Iteration # 85 - FCN = 297192.704546 Edm = 94.8889 NCalls = 755 -VariableMetric: Iteration # 86 - FCN = 297192.3311677 Edm = 58.5968 NCalls = 758 -VariableMetric: Iteration # 87 - FCN = 297191.9004612 Edm = 29.4601 NCalls = 761 -VariableMetric: Iteration # 88 - FCN = 297191.7293733 Edm = 39.0776 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297191.1163925 Edm = 17.8594 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297189.8644534 Edm = 18.6386 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297188.7467613 Edm = 9.33276 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297187.7454363 Edm = 8.36541 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297186.9485095 Edm = 8.68309 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297186.0389782 Edm = 7.4902 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297184.9257853 Edm = 8.56366 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297184.0635508 Edm = 5.64424 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297183.5619669 Edm = 2.61964 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297183.1889617 Edm = 2.39677 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297182.207432 Edm = 3.13084 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297181.5388633 Edm = 2.51478 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297181.088396 Edm = 2.37455 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297180.4685439 Edm = 1.93067 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297179.8709229 Edm = 0.945854 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297179.1023854 Edm = 0.386786 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297178.9452042 Edm = 0.35522 NCalls = 800 -VariableMetric: Iteration # 106 - FCN = 297178.7018738 Edm = 0.602782 NCalls = 803 -VariableMetric: Iteration # 107 - FCN = 297178.5545162 Edm = 0.154643 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297178.4057408 Edm = 0.151985 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297178.3709659 Edm = 0.0445527 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297178.316304 Edm = 0.030329 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297178.2989787 Edm = 0.0232011 NCalls = 815 -VariableMetric: Iteration # 112 - FCN = 297178.2752637 Edm = 0.00718344 NCalls = 817 -VariableMetric: Iteration # 113 - FCN = 297178.2706208 Edm = 0.00331783 NCalls = 819 -VariableMetric: Iteration # 114 - FCN = 297178.2671556 Edm = 0.000989998 NCalls = 821 -VariableMetric: Iteration # 115 - FCN = 297178.2640776 Edm = 0.00191713 NCalls = 823 -VariableMetric: Iteration # 116 - FCN = 297178.2544724 Edm = 0.00408334 NCalls = 827 -VariableMetric: Iteration # 117 - FCN = 297178.2503203 Edm = 0.00773301 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297178.2395784 Edm = 0.00461972 NCalls = 833 -VariableMetric: Iteration # 119 - FCN = 297178.2328719 Edm = 0.00449415 NCalls = 835 -VariableMetric: Iteration # 120 - FCN = 297178.2294568 Edm = 0.00376506 NCalls = 837 -VariableMetric: Iteration # 121 - FCN = 297178.2266593 Edm = 0.00359792 NCalls = 840 -VariableMetric: Iteration # 122 - FCN = 297178.2204511 Edm = 0.0043712 NCalls = 843 -VariableMetric: Iteration # 123 - FCN = 297178.214839 Edm = 0.00435927 NCalls = 845 -VariableMetric: Iteration # 124 - FCN = 297178.2088552 Edm = 0.00454976 NCalls = 847 -VariableMetric: Iteration # 125 - FCN = 297178.2015823 Edm = 0.0174973 NCalls = 849 -VariableMetric: Iteration # 126 - FCN = 297178.1978631 Edm = 0.00304686 NCalls = 851 -VariableMetric: Iteration # 127 - FCN = 297178.191952 Edm = 0.00208662 NCalls = 854 -VariableMetric: Iteration # 128 - FCN = 297178.1885677 Edm = 0.00221284 NCalls = 856 -VariableMetric: Iteration # 129 - FCN = 297178.1796489 Edm = 0.00453334 NCalls = 859 -VariableMetric: Iteration # 130 - FCN = 297178.169186 Edm = 0.00356705 NCalls = 862 -VariableMetric: Iteration # 131 - FCN = 297178.1666975 Edm = 0.00259753 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297178.1634874 Edm = 0.00103539 NCalls = 866 -VariableMetric: Iteration # 133 - FCN = 297178.1611391 Edm = 0.00116457 NCalls = 868 -VariableMetric: Iteration # 134 - FCN = 297178.1592692 Edm = 0.00107296 NCalls = 871 -VariableMetric: Iteration # 135 - FCN = 297178.1573767 Edm = 0.000634254 NCalls = 873 -VariableMetric: Iteration # 136 - FCN = 297178.1566562 Edm = 0.000446501 NCalls = 875 -VariableMetric: Iteration # 137 - FCN = 297178.1561642 Edm = 0.000429354 NCalls = 878 -VariableMetric: Iteration # 138 - FCN = 297178.1556515 Edm = 0.000356105 NCalls = 880 -VariableMetric: Iteration # 139 - FCN = 297178.1546216 Edm = 0.000392053 NCalls = 883 -VariableMetric: Iteration # 140 - FCN = 297178.1539171 Edm = 0.000702681 NCalls = 885 -VariableMetric: Iteration # 141 - FCN = 297178.1535914 Edm = 0.000289303 NCalls = 888 -VariableMetric: Iteration # 142 - FCN = 297178.1533058 Edm = 0.000247847 NCalls = 891 -VariableMetric: Iteration # 143 - FCN = 297178.1530287 Edm = 0.000151248 NCalls = 893 -VariableMetric: Iteration # 144 - FCN = 297178.1527932 Edm = 0.000154992 NCalls = 896 -VariableMetric: Iteration # 145 - FCN = 297178.1523255 Edm = 0.000287897 NCalls = 900 -VariableMetric: Iteration # 146 - FCN = 297178.1516146 Edm = 0.000734314 NCalls = 904 -VariableMetric: Iteration # 147 - FCN = 297178.1514941 Edm = 0.000250369 NCalls = 906 -VariableMetric: Iteration # 148 - FCN = 297178.1512545 Edm = 9.25319e-05 NCalls = 908 -VariableMetric: Iteration # 149 - FCN = 297178.151127 Edm = 5.05951e-05 NCalls = 910 -VariableMetric: After Hessian - FCN = 297178.151127 Edm = 0.000525673 NCalls = 1397 -VariableMetric: Iteration # 150 - FCN = 297178.151127 Edm = 0.000525673 NCalls = 1397 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302042.8191929 Edm = 9.4897 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302042.8191929 Edm = 9.4897 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298622.2629007 Edm = 2.81026 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298510.1917961 Edm = 93.9677 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298486.4371493 Edm = 1.47988 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 298380.4367863 Edm = 136.24 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 298152.3821517 Edm = 168.533 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297481.6091703 Edm = 36.2791 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297428.3496398 Edm = 0.645218 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297427.6199873 Edm = 0.0370722 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297425.5954778 Edm = 2.43262 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297421.5037792 Edm = 3.28299 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297365.5804797 Edm = 2.45336 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297362.9927537 Edm = 0.103 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297362.7280873 Edm = 0.178738 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297312.7856342 Edm = 26.7442 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297271.4402253 Edm = 6.90455 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297267.4625125 Edm = 1.55551 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297262.6030846 Edm = 0.217469 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297262.3084422 Edm = 0.0527143 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297259.4071274 Edm = 2.45403 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297248.7084658 Edm = 2.75044 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297245.6991983 Edm = 2.38732 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297243.5281692 Edm = 0.48833 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297242.7760283 Edm = 0.074898 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297242.6320989 Edm = 0.0525692 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297242.4019108 Edm = 0.20657 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297238.9403688 Edm = 2.65783 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297186.3435821 Edm = 41.5854 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297154.0092068 Edm = 6.12883 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297145.9075245 Edm = 1.08165 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297143.3641605 Edm = 3.02218 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297136.8870664 Edm = 2.05533 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297135.6902833 Edm = 1.96677 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297133.8057268 Edm = 0.178693 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297133.4517676 Edm = 0.102389 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297133.3009642 Edm = 0.0881602 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297133.1995077 Edm = 0.0112676 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297133.1723258 Edm = 0.00588184 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297133.1375827 Edm = 0.0392997 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297132.9502026 Edm = 0.215857 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297130.8858321 Edm = 0.566602 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297128.8586047 Edm = 13.1548 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297126.7250743 Edm = 0.90092 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297125.1347184 Edm = 0.324635 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297119.2058623 Edm = 4.93083 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297113.543532 Edm = 0.429441 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297113.1331648 Edm = 0.646588 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297112.9783652 Edm = 0.0610403 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297112.807069 Edm = 0.0441438 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297112.669984 Edm = 0.0196078 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297112.6517632 Edm = 0.00415306 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297112.6457281 Edm = 0.000954063 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297112.6391234 Edm = 0.00503743 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297112.4733387 Edm = 0.16271 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297110.6067665 Edm = 2.55408 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297105.5160653 Edm = 5.54444 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297104.6065032 Edm = 4.82784 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297099.7222729 Edm = 2.08981 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297095.1636839 Edm = 2.10182 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297092.188469 Edm = 0.936425 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297090.9695044 Edm = 0.206793 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297090.5779183 Edm = 0.113414 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297090.098388 Edm = 0.145169 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297089.795424 Edm = 0.00750873 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297089.7900658 Edm = 0.00258435 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297089.7860397 Edm = 0.00186994 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297089.7805737 Edm = 0.000688343 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297089.7784177 Edm = 0.00102135 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297089.7710751 Edm = 0.00764927 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297089.723495 Edm = 0.223976 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297089.7199463 Edm = 0.00185984 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297089.7147847 Edm = 0.00474144 NCalls = 225 -VariableMetric: Iteration # 72 - FCN = 297089.6416856 Edm = 0.0569762 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297089.6396614 Edm = 0.00284916 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297089.6344974 Edm = 0.00601819 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297089.240315 Edm = 0.272804 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297089.2330513 Edm = 0.0016245 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297089.2289381 Edm = 0.00267271 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297088.9859988 Edm = 0.156449 NCalls = 252 -VariableMetric: Iteration # 79 - FCN = 297088.4043113 Edm = 0.395666 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297088.1121252 Edm = 0.105939 NCalls = 257 -VariableMetric: Iteration # 81 - FCN = 297087.9676867 Edm = 0.020145 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297087.928638 Edm = 0.021206 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297086.4507176 Edm = 1.44494 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297080.6046413 Edm = 6.10487 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297077.9730658 Edm = 1.51316 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297077.1005753 Edm = 0.0943395 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297077.0524209 Edm = 0.0118369 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297077.0415395 Edm = 0.00252467 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297077.0374237 Edm = 0.000964892 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297077.0361502 Edm = 0.000750728 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297077.0341089 Edm = 0.000924392 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297077.0139744 Edm = 0.0182412 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297075.114057 Edm = 1.46836 NCalls = 297 -VariableMetric: Iteration # 94 - FCN = 297069.2875002 Edm = 0.676586 NCalls = 299 -VariableMetric: Iteration # 95 - FCN = 297068.4285093 Edm = 0.640738 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297068.2149101 Edm = 0.0682733 NCalls = 303 -VariableMetric: Iteration # 97 - FCN = 297068.15927 Edm = 0.00790292 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297068.1532231 Edm = 0.000815284 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297068.1522998 Edm = 0.000119846 NCalls = 309 -VariableMetric: Iteration # 100 - FCN = 297068.1511585 Edm = 0.000887025 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297068.1463572 Edm = 0.000687897 NCalls = 316 -VariableMetric: Iteration # 102 - FCN = 297068.1437613 Edm = 0.00168021 NCalls = 318 -VariableMetric: Iteration # 103 - FCN = 297068.0937526 Edm = 0.0735955 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297068.0879318 Edm = 0.00980597 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297067.9413757 Edm = 0.110021 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297067.9380714 Edm = 0.00725494 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297067.9329654 Edm = 0.00610251 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297066.9935698 Edm = 0.864121 NCalls = 346 -VariableMetric: Iteration # 109 - FCN = 297066.9878453 Edm = 0.00332731 NCalls = 348 -VariableMetric: Iteration # 110 - FCN = 297066.9812597 Edm = 0.00529271 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297066.8617119 Edm = 0.0967366 NCalls = 355 -VariableMetric: Iteration # 112 - FCN = 297066.1889854 Edm = 0.258548 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297065.7400147 Edm = 0.0422865 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297065.6905361 Edm = 0.00634115 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297065.6703353 Edm = 0.00976823 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297065.6270233 Edm = 0.0123798 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297065.6148991 Edm = 0.0209854 NCalls = 371 -VariableMetric: Iteration # 118 - FCN = 297065.603499 Edm = 0.00162782 NCalls = 373 -VariableMetric: Iteration # 119 - FCN = 297065.5997097 Edm = 0.00297093 NCalls = 375 -VariableMetric: Iteration # 120 - FCN = 297065.5902502 Edm = 0.00539799 NCalls = 378 -VariableMetric: Iteration # 121 - FCN = 297065.5795942 Edm = 0.00113801 NCalls = 381 -VariableMetric: Iteration # 122 - FCN = 297065.5777887 Edm = 0.000120995 NCalls = 383 -VariableMetric: Iteration # 123 - FCN = 297065.5772003 Edm = 0.000430629 NCalls = 385 -VariableMetric: Iteration # 124 - FCN = 297065.5166563 Edm = 0.049597 NCalls = 390 -VariableMetric: Iteration # 125 - FCN = 297064.9074567 Edm = 1.52337 NCalls = 394 -VariableMetric: Iteration # 126 - FCN = 297064.3496694 Edm = 0.345681 NCalls = 405 -VariableMetric: Iteration # 127 - FCN = 297064.2843234 Edm = 0.162308 NCalls = 407 -VariableMetric: Iteration # 128 - FCN = 297064.1439334 Edm = 0.00298038 NCalls = 409 -VariableMetric: Iteration # 129 - FCN = 297064.1417104 Edm = 0.000302955 NCalls = 411 -VariableMetric: Iteration # 130 - FCN = 297064.1412411 Edm = 0.000247069 NCalls = 413 -VariableMetric: Iteration # 131 - FCN = 297064.1382785 Edm = 0.000959301 NCalls = 418 -VariableMetric: Iteration # 132 - FCN = 297064.1364105 Edm = 0.000598925 NCalls = 421 -VariableMetric: Iteration # 133 - FCN = 297064.1359197 Edm = 8.95072e-05 NCalls = 423 -VariableMetric: Iteration # 134 - FCN = 297064.1357159 Edm = 5.69158e-05 NCalls = 425 -VariableMetric: After Hessian - FCN = 297064.1357159 Edm = 2.66411 NCalls = 902 -VariableMetric: Iteration # 135 - FCN = 297064.1357159 Edm = 2.66411 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297063.2646626 Edm = 1.66386 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297062.0961366 Edm = 0.504833 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297061.6007657 Edm = 0.0525682 NCalls = 908 -VariableMetric: Iteration # 139 - FCN = 297061.5769866 Edm = 0.014993 NCalls = 910 -VariableMetric: Iteration # 140 - FCN = 297061.5724596 Edm = 0.00708991 NCalls = 912 -VariableMetric: Iteration # 141 - FCN = 297061.5671549 Edm = 0.00421815 NCalls = 914 -VariableMetric: Iteration # 142 - FCN = 297061.5639009 Edm = 0.00342601 NCalls = 916 -VariableMetric: Iteration # 143 - FCN = 297061.546714 Edm = 0.011231 NCalls = 920 -VariableMetric: Iteration # 144 - FCN = 297061.5317095 Edm = 0.0209992 NCalls = 923 -VariableMetric: Iteration # 145 - FCN = 297061.5192672 Edm = 0.0361355 NCalls = 926 -VariableMetric: Iteration # 146 - FCN = 297061.5044777 Edm = 0.00632242 NCalls = 928 -VariableMetric: Iteration # 147 - FCN = 297061.4949155 Edm = 0.00682891 NCalls = 931 -VariableMetric: Iteration # 148 - FCN = 297061.488425 Edm = 0.00401728 NCalls = 933 -VariableMetric: Iteration # 149 - FCN = 297061.4817271 Edm = 0.00464696 NCalls = 936 -VariableMetric: Iteration # 150 - FCN = 297061.4789756 Edm = 0.00223776 NCalls = 939 -VariableMetric: Iteration # 151 - FCN = 297061.4770592 Edm = 0.000920862 NCalls = 942 -VariableMetric: Iteration # 152 - FCN = 297061.4728982 Edm = 0.00381034 NCalls = 944 -VariableMetric: Iteration # 153 - FCN = 297061.4619581 Edm = 0.0182475 NCalls = 949 -VariableMetric: Iteration # 154 - FCN = 297061.4566578 Edm = 0.00953876 NCalls = 953 -VariableMetric: Iteration # 155 - FCN = 297061.4483043 Edm = 0.00692691 NCalls = 957 -VariableMetric: Iteration # 156 - FCN = 297061.4423646 Edm = 0.00564488 NCalls = 961 -VariableMetric: Iteration # 157 - FCN = 297061.4372399 Edm = 0.0027455 NCalls = 964 -VariableMetric: Iteration # 158 - FCN = 297061.4339833 Edm = 0.00171046 NCalls = 966 -VariableMetric: Iteration # 159 - FCN = 297061.430271 Edm = 0.00162068 NCalls = 968 -VariableMetric: Iteration # 160 - FCN = 297061.4253786 Edm = 0.00347313 NCalls = 972 -VariableMetric: Iteration # 161 - FCN = 297061.4221683 Edm = 0.00315567 NCalls = 975 -VariableMetric: Iteration # 162 - FCN = 297061.4202669 Edm = 0.00175439 NCalls = 977 -VariableMetric: Iteration # 163 - FCN = 297061.4184999 Edm = 0.00133312 NCalls = 979 -VariableMetric: Iteration # 164 - FCN = 297061.4161667 Edm = 0.00188153 NCalls = 983 -VariableMetric: Iteration # 165 - FCN = 297061.413071 Edm = 0.00365815 NCalls = 986 -VariableMetric: Iteration # 166 - FCN = 297061.4100299 Edm = 0.00205627 NCalls = 990 -VariableMetric: Iteration # 167 - FCN = 297061.4088308 Edm = 0.00184179 NCalls = 993 -VariableMetric: Iteration # 168 - FCN = 297061.4066023 Edm = 0.00157761 NCalls = 996 -VariableMetric: Iteration # 169 - FCN = 297061.4040542 Edm = 0.000560851 NCalls = 998 -VariableMetric: Iteration # 170 - FCN = 297061.4027844 Edm = 0.00114804 NCalls = 1001 -VariableMetric: Iteration # 171 - FCN = 297061.4011951 Edm = 0.000877738 NCalls = 1003 -VariableMetric: Iteration # 172 - FCN = 297061.399144 Edm = 0.000932184 NCalls = 1006 -VariableMetric: Iteration # 173 - FCN = 297061.3985375 Edm = 0.000333516 NCalls = 1008 -VariableMetric: Iteration # 174 - FCN = 297061.3981963 Edm = 3.19244e-05 NCalls = 1010 -VariableMetric: After Hessian - FCN = 297061.3981963 Edm = 0.000232262 NCalls = 1493 -VariableMetric: Iteration # 175 - FCN = 297061.3981963 Edm = 0.000232262 NCalls = 1493 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 299550.1027694 Edm = 19.9217 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 299550.1027694 Edm = 19.9217 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298255.8806506 Edm = 0.462737 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298255.0100956 Edm = 0.584837 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 297977.8551454 Edm = 67.8861 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297921.2077698 Edm = 0.401126 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297920.6994045 Edm = 0.116602 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 297918.6319976 Edm = 1.7829 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297727.5025385 Edm = 5.74141 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297722.1258235 Edm = 0.269184 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297721.1795209 Edm = 0.744167 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297644.3093229 Edm = 43.8461 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297551.3506672 Edm = 3.53895 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 297547.580712 Edm = 0.0642591 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297547.4977957 Edm = 0.029973 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297546.7635134 Edm = 0.702185 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297469.1581236 Edm = 7.77903 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297459.6903968 Edm = 0.114954 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297459.5386109 Edm = 0.0469095 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297459.3785954 Edm = 0.196581 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297449.9149446 Edm = 11.1209 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297449.6760315 Edm = 0.240069 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297433.120567 Edm = 17.5042 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297369.1370846 Edm = 13.0568 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297348.9812346 Edm = 7.44122 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297343.5256729 Edm = 5.09211 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297337.0200526 Edm = 1.26171 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297334.9410941 Edm = 1.0474 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297333.0512109 Edm = 1.727 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297331.7866829 Edm = 3.29435 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297329.0964521 Edm = 3.16264 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297327.2940294 Edm = 2.22961 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297325.8663185 Edm = 0.436366 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297325.5620289 Edm = 0.048502 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297325.4925506 Edm = 0.0312995 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297324.39313 Edm = 1.35125 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297324.1529751 Edm = 0.17956 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297309.8756391 Edm = 8.04822 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297296.4603964 Edm = 1.66573 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297294.3116191 Edm = 0.790114 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297293.9851483 Edm = 0.0644282 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297293.8980439 Edm = 0.00952626 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297293.8746877 Edm = 0.0064127 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297293.8516551 Edm = 0.00441599 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297293.827477 Edm = 0.016111 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297293.7215682 Edm = 0.057555 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297293.236893 Edm = 0.443757 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297289.096504 Edm = 3.05299 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297285.3257995 Edm = 3.20971 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297280.0625657 Edm = 2.89294 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297275.5760679 Edm = 0.864127 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297274.8464722 Edm = 1.11285 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297274.0716243 Edm = 0.269541 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297273.5379477 Edm = 0.11758 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297273.4148745 Edm = 0.0129162 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297273.4033125 Edm = 0.00206186 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297273.4003704 Edm = 0.00124703 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297273.3084587 Edm = 0.0846391 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297266.0359308 Edm = 1.68095 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297264.3067533 Edm = 0.811535 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297263.8560019 Edm = 0.0537874 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297263.781463 Edm = 0.0162878 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297263.7505985 Edm = 0.00370427 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297263.7454623 Edm = 0.000215531 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297263.7449306 Edm = 0.000385928 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297263.7227987 Edm = 0.0214576 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297262.5513618 Edm = 0.233174 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297262.2358513 Edm = 0.0409386 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297262.1807574 Edm = 0.0261152 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297262.163257 Edm = 0.00539408 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297262.156938 Edm = 9.33854e-05 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297262.1567404 Edm = 7.36413e-05 NCalls = 224 -VariableMetric: After Hessian - FCN = 297262.1567404 Edm = 3422.02 NCalls = 697 -VariableMetric: Iteration # 71 - FCN = 297262.1567404 Edm = 3422.02 NCalls = 697 -VariableMetric: Iteration # 72 - FCN = 297258.5437037 Edm = 780.413 NCalls = 704 -VariableMetric: Iteration # 73 - FCN = 297258.2690125 Edm = 0.694225 NCalls = 707 -VariableMetric: Iteration # 74 - FCN = 297257.5274373 Edm = 0.383736 NCalls = 709 -VariableMetric: Iteration # 75 - FCN = 297257.0093376 Edm = 0.13077 NCalls = 711 -VariableMetric: Iteration # 76 - FCN = 297256.1793038 Edm = 0.15335 NCalls = 713 -VariableMetric: Iteration # 77 - FCN = 297255.9717646 Edm = 0.0317645 NCalls = 715 -VariableMetric: Iteration # 78 - FCN = 297255.7962699 Edm = 0.0317501 NCalls = 719 -VariableMetric: Iteration # 79 - FCN = 297255.7423323 Edm = 0.0292063 NCalls = 721 -VariableMetric: Iteration # 80 - FCN = 297255.6323916 Edm = 0.0569238 NCalls = 724 -VariableMetric: Iteration # 81 - FCN = 297255.5550212 Edm = 0.0256792 NCalls = 726 -VariableMetric: Iteration # 82 - FCN = 297255.492266 Edm = 0.0599998 NCalls = 729 -VariableMetric: Iteration # 83 - FCN = 297254.2939015 Edm = 5.29494 NCalls = 736 -VariableMetric: Iteration # 84 - FCN = 297254.2770973 Edm = 0.0129132 NCalls = 738 -VariableMetric: Iteration # 85 - FCN = 297254.2313293 Edm = 0.0352385 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297253.7418191 Edm = 0.289786 NCalls = 744 -VariableMetric: Iteration # 87 - FCN = 297253.3420683 Edm = 0.304698 NCalls = 746 -VariableMetric: Iteration # 88 - FCN = 297252.9193308 Edm = 0.358112 NCalls = 749 -VariableMetric: Iteration # 89 - FCN = 297252.5707593 Edm = 0.588469 NCalls = 752 -VariableMetric: Iteration # 90 - FCN = 297249.9887899 Edm = 0.76188 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297249.1342125 Edm = 0.656219 NCalls = 758 -VariableMetric: Iteration # 92 - FCN = 297248.7869216 Edm = 0.260412 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297247.9849616 Edm = 0.579212 NCalls = 761 -VariableMetric: Iteration # 94 - FCN = 297246.7285275 Edm = 0.220365 NCalls = 764 -VariableMetric: Iteration # 95 - FCN = 297246.4170079 Edm = 0.126059 NCalls = 766 -VariableMetric: Iteration # 96 - FCN = 297246.1660826 Edm = 0.127515 NCalls = 768 -VariableMetric: Iteration # 97 - FCN = 297245.7896298 Edm = 0.0872118 NCalls = 770 -VariableMetric: Iteration # 98 - FCN = 297245.683468 Edm = 0.0335444 NCalls = 772 -VariableMetric: Iteration # 99 - FCN = 297245.5742481 Edm = 0.0611803 NCalls = 774 -VariableMetric: Iteration # 100 - FCN = 297245.3866707 Edm = 0.00893896 NCalls = 776 -VariableMetric: Iteration # 101 - FCN = 297245.3612735 Edm = 0.0165019 NCalls = 778 -VariableMetric: Iteration # 102 - FCN = 297245.2543923 Edm = 0.0279982 NCalls = 782 -VariableMetric: Iteration # 103 - FCN = 297245.2140321 Edm = 0.00916307 NCalls = 784 -VariableMetric: Iteration # 104 - FCN = 297245.139699 Edm = 0.0450261 NCalls = 787 -VariableMetric: Iteration # 105 - FCN = 297244.9598692 Edm = 0.0201969 NCalls = 789 -VariableMetric: Iteration # 106 - FCN = 297244.8771829 Edm = 0.04371 NCalls = 791 -VariableMetric: Iteration # 107 - FCN = 297244.6613558 Edm = 0.0466266 NCalls = 794 -VariableMetric: Iteration # 108 - FCN = 297244.6096851 Edm = 0.00886267 NCalls = 796 -VariableMetric: Iteration # 109 - FCN = 297244.5850968 Edm = 0.0166141 NCalls = 798 -VariableMetric: Iteration # 110 - FCN = 297244.4864628 Edm = 0.0177394 NCalls = 801 -VariableMetric: Iteration # 111 - FCN = 297244.4501755 Edm = 0.00899258 NCalls = 803 -VariableMetric: Iteration # 112 - FCN = 297244.3838425 Edm = 0.0414325 NCalls = 806 -VariableMetric: Iteration # 113 - FCN = 297244.1642172 Edm = 0.0155212 NCalls = 808 -VariableMetric: Iteration # 114 - FCN = 297244.126969 Edm = 0.0204122 NCalls = 810 -VariableMetric: Iteration # 115 - FCN = 297243.940279 Edm = 0.0335785 NCalls = 813 -VariableMetric: Iteration # 116 - FCN = 297243.8994383 Edm = 0.00553837 NCalls = 815 -VariableMetric: Iteration # 117 - FCN = 297243.8649251 Edm = 0.0255455 NCalls = 818 -VariableMetric: Iteration # 118 - FCN = 297243.6626986 Edm = 0.0536241 NCalls = 821 -VariableMetric: Iteration # 119 - FCN = 297243.573363 Edm = 0.0117033 NCalls = 823 -VariableMetric: Iteration # 120 - FCN = 297243.5377923 Edm = 0.0227273 NCalls = 825 -VariableMetric: Iteration # 121 - FCN = 297243.4543534 Edm = 0.0358406 NCalls = 827 -VariableMetric: Iteration # 122 - FCN = 297243.3903439 Edm = 0.00594842 NCalls = 829 -VariableMetric: Iteration # 123 - FCN = 297243.3837981 Edm = 0.000691368 NCalls = 831 -VariableMetric: Iteration # 124 - FCN = 297243.3814479 Edm = 0.00154858 NCalls = 833 -VariableMetric: Iteration # 125 - FCN = 297243.3738028 Edm = 0.00106682 NCalls = 835 -VariableMetric: Iteration # 126 - FCN = 297243.3723847 Edm = 0.000196353 NCalls = 837 -VariableMetric: Iteration # 127 - FCN = 297243.3712015 Edm = 0.00074556 NCalls = 840 -VariableMetric: Iteration # 128 - FCN = 297243.3668478 Edm = 0.000882843 NCalls = 843 -VariableMetric: Iteration # 129 - FCN = 297243.3656166 Edm = 4.00831e-05 NCalls = 845 -VariableMetric: After Hessian - FCN = 297243.3656166 Edm = 0.000448278 NCalls = 1324 -VariableMetric: Iteration # 130 - FCN = 297243.3656166 Edm = 0.000448278 NCalls = 1324 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 323974.2350915 Edm = 2520.53 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 323974.2350915 Edm = 2520.53 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302371.8290857 Edm = 5.90038 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300289.1175702 Edm = 8741.17 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 299084.4693639 Edm = 300.391 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298646.8938715 Edm = 1.47301 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298644.4880321 Edm = 3.84532 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298105.6673143 Edm = 149.865 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 297570.9038508 Edm = 3.88926 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297563.9133027 Edm = 2.25408 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297562.6711148 Edm = 0.0762668 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297560.3338912 Edm = 2.28797 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297502.1263132 Edm = 0.814076 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297501.0091829 Edm = 0.0652817 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297500.8703407 Edm = 0.0593976 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297495.7505674 Edm = 4.34207 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297450.3433391 Edm = 1.2951 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297447.9889939 Edm = 0.0449722 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297447.9042713 Edm = 0.0161672 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297447.3017856 Edm = 0.530873 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297396.2811042 Edm = 12.7522 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297380.2025194 Edm = 0.968502 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297379.4870967 Edm = 0.0514501 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297379.4242752 Edm = 0.0240157 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297378.309215 Edm = 1.07208 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297317.6075867 Edm = 4.37638 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297312.2000424 Edm = 0.194665 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297312.0001308 Edm = 0.0216631 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297311.9649208 Edm = 0.0190503 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297311.7444803 Edm = 0.284565 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297299.3740219 Edm = 5.92825 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297266.0743708 Edm = 20.5253 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297251.3578477 Edm = 5.17455 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297247.103546 Edm = 0.245825 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297246.7453499 Edm = 0.082247 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297246.646704 Edm = 0.00503153 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297246.6183472 Edm = 0.0257873 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297243.4014069 Edm = 3.02724 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297203.7000778 Edm = 2.98218 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297200.3927103 Edm = 0.307982 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297200.1791685 Edm = 0.0373728 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297200.1371847 Edm = 0.00371141 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297200.1267319 Edm = 0.00459908 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297200.0998226 Edm = 0.00855765 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297200.0409361 Edm = 0.0501136 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297198.9300671 Edm = 1.31667 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297198.856582 Edm = 0.0701635 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297195.8808231 Edm = 2.62163 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297179.170527 Edm = 2.08849 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297177.7513341 Edm = 0.799693 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297176.9813484 Edm = 0.183707 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297176.8041093 Edm = 0.0273703 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297176.7602394 Edm = 0.0091866 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297176.7483047 Edm = 0.00328853 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297176.733383 Edm = 0.0133631 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297176.4759579 Edm = 0.217307 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297171.5330675 Edm = 3.67335 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297159.5049984 Edm = 10.9989 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297148.5631572 Edm = 9.0825 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297144.4986527 Edm = 5.17026 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297140.5273983 Edm = 2.0936 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297138.3267983 Edm = 1.25167 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297138.0537723 Edm = 0.654698 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297137.6562562 Edm = 0.29501 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297137.5068441 Edm = 0.0313986 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297137.4381649 Edm = 0.0253646 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297137.3328506 Edm = 0.0830703 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297137.1499889 Edm = 0.0750724 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297137.0601023 Edm = 0.0519519 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297137.0004627 Edm = 0.0161453 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297136.9870582 Edm = 0.000796791 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297136.9862059 Edm = 0.000221945 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297136.9857329 Edm = 0.00035106 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297136.980869 Edm = 0.00477284 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297136.9575002 Edm = 0.0213365 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297136.649791 Edm = 0.308393 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297136.4231663 Edm = 0.212587 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297135.6267616 Edm = 0.678289 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297133.665387 Edm = 0.21967 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297133.4940435 Edm = 0.0776194 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297133.4558849 Edm = 0.0365542 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297133.434738 Edm = 0.00224832 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297133.4322805 Edm = 0.000264724 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297133.4315181 Edm = 0.000599033 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297133.4271873 Edm = 0.00369516 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297133.3881299 Edm = 0.0304423 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297132.2014711 Edm = 0.520942 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297131.6727982 Edm = 0.0794958 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297131.6191464 Edm = 0.0178132 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297131.6035319 Edm = 0.00400813 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297131.5993468 Edm = 0.000614136 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297131.59824 Edm = 0.000110305 NCalls = 283 -VariableMetric: Iteration # 91 - FCN = 297131.5974167 Edm = 0.000639236 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297131.5533572 Edm = 0.0431942 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 297130.8725648 Edm = 0.402464 NCalls = 295 -VariableMetric: Iteration # 94 - FCN = 297130.21179 Edm = 0.144876 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297130.1270254 Edm = 0.00954179 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297130.1189903 Edm = 0.000553481 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297130.1184735 Edm = 4.24724e-05 NCalls = 302 -VariableMetric: After Hessian - FCN = 297130.1184735 Edm = 1.39769 NCalls = 783 -VariableMetric: Iteration # 98 - FCN = 297130.1184735 Edm = 1.39769 NCalls = 783 -VariableMetric: Iteration # 99 - FCN = 297128.7644953 Edm = 0.757243 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297128.5031707 Edm = 0.201757 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297128.3504195 Edm = 0.0256248 NCalls = 798 -VariableMetric: Iteration # 102 - FCN = 297128.3175767 Edm = 0.0324102 NCalls = 800 -VariableMetric: Iteration # 103 - FCN = 297128.2787878 Edm = 0.0134876 NCalls = 802 -VariableMetric: Iteration # 104 - FCN = 297128.2582532 Edm = 0.00732605 NCalls = 804 -VariableMetric: Iteration # 105 - FCN = 297128.239681 Edm = 0.0270185 NCalls = 806 -VariableMetric: Iteration # 106 - FCN = 297127.6867283 Edm = 1.59556 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297127.6842522 Edm = 0.0368304 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297127.5215061 Edm = 1.9426 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297127.4735075 Edm = 0.0574024 NCalls = 826 -VariableMetric: Iteration # 110 - FCN = 297127.221334 Edm = 0.334725 NCalls = 831 -VariableMetric: Iteration # 111 - FCN = 297127.0440097 Edm = 0.226831 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297126.7532375 Edm = 0.270135 NCalls = 840 -VariableMetric: Iteration # 113 - FCN = 297126.7233031 Edm = 0.0213502 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297126.0767378 Edm = 0.311381 NCalls = 849 -VariableMetric: Iteration # 115 - FCN = 297125.5167956 Edm = 0.120079 NCalls = 852 -VariableMetric: Iteration # 116 - FCN = 297125.3300298 Edm = 0.0519395 NCalls = 854 -VariableMetric: Iteration # 117 - FCN = 297125.2722705 Edm = 0.0207546 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297125.2517042 Edm = 0.00897986 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297125.2393058 Edm = 0.00371224 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297125.2321524 Edm = 0.00238898 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297125.2246595 Edm = 0.00233386 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297125.2199122 Edm = 0.000953656 NCalls = 866 -VariableMetric: Iteration # 123 - FCN = 297125.2181581 Edm = 0.000496522 NCalls = 868 -VariableMetric: Iteration # 124 - FCN = 297125.2169841 Edm = 0.000266427 NCalls = 870 -VariableMetric: Iteration # 125 - FCN = 297125.2166156 Edm = 3.2613e-05 NCalls = 872 -VariableMetric: After Hessian - FCN = 297125.2166156 Edm = 3.27917e-05 NCalls = 1359 -VariableMetric: Iteration # 126 - FCN = 297125.2166156 Edm = 3.27917e-05 NCalls = 1359 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325484.3610967 Edm = 404.861 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325484.3610967 Edm = 404.861 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304332.1875132 Edm = 14.9726 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302523.2232932 Edm = 71.0662 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 302510.1560081 Edm = 9.9726 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302498.249724 Edm = 9.32838 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 301997.3878782 Edm = 11.8876 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 301975.8053463 Edm = 1.2015 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 301965.1603107 Edm = 10.9076 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 301700.1535863 Edm = 116.997 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 301344.2142609 Edm = 836.316 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 299690.854535 Edm = 2286.92 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 299243.8048522 Edm = 1097.82 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298044.149878 Edm = 627.027 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297650.4063022 Edm = 22.8105 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297621.0831156 Edm = 0.517106 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297619.9594008 Edm = 0.249909 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297619.5530255 Edm = 0.0290285 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297619.1989644 Edm = 0.302991 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297515.0252983 Edm = 14.6459 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297494.2122997 Edm = 9.90185 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297476.314759 Edm = 3.96805 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297470.762191 Edm = 0.269358 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297470.4438864 Edm = 0.0435631 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297469.8056505 Edm = 0.603216 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297437.886151 Edm = 15.2477 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297401.401143 Edm = 6.67954 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297398.2974563 Edm = 4.17242 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297390.5630274 Edm = 4.08591 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297385.8494572 Edm = 7.30524 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297377.9630113 Edm = 1.04699 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297376.534923 Edm = 0.0206493 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297376.5095425 Edm = 0.0101051 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297376.2105676 Edm = 0.275317 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297357.9272117 Edm = 7.23412 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297350.1531294 Edm = 2.608 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297348.3531747 Edm = 0.125327 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297348.2431917 Edm = 0.00547472 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297348.2322971 Edm = 0.00691609 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297348.1714672 Edm = 0.059228 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297343.2492992 Edm = 0.137034 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297337.7973946 Edm = 0.947196 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297336.3729484 Edm = 0.264154 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297335.7638831 Edm = 0.098387 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297335.6779681 Edm = 0.0626172 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297335.6414724 Edm = 0.00306777 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297335.6373798 Edm = 0.00025996 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297335.6359957 Edm = 0.000859726 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297335.5180385 Edm = 0.106329 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297330.3975799 Edm = 0.587753 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297329.6615698 Edm = 0.0247607 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297329.6372484 Edm = 0.00325331 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297329.6338449 Edm = 0.0011503 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297329.6290703 Edm = 0.00338769 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297329.3926053 Edm = 0.247627 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297328.9240383 Edm = 0.453393 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297328.88714 Edm = 0.032631 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297323.0459936 Edm = 1.605 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297321.3729576 Edm = 0.244208 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297321.2267944 Edm = 0.04885 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297321.1812725 Edm = 0.0041992 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297321.1757107 Edm = 0.000602211 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297321.1743837 Edm = 0.00110837 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297321.1682314 Edm = 0.00547167 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297321.1580494 Edm = 0.0099041 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297320.5166395 Edm = 0.0721758 NCalls = 217 -VariableMetric: Iteration # 65 - FCN = 297317.0108024 Edm = 0.847501 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297315.7778465 Edm = 0.451506 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297315.2403127 Edm = 0.469447 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297315.1038409 Edm = 0.15759 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297314.9111456 Edm = 0.0703534 NCalls = 228 -VariableMetric: Iteration # 70 - FCN = 297314.7911757 Edm = 0.0580333 NCalls = 230 -VariableMetric: Iteration # 71 - FCN = 297314.6850282 Edm = 0.0296121 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297314.663087 Edm = 0.00715276 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297314.6544299 Edm = 0.000995142 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297314.6525817 Edm = 0.000316293 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297314.6513014 Edm = 0.0010581 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297314.6296685 Edm = 0.0247598 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297314.6185273 Edm = 0.0112054 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297314.607811 Edm = 0.0079202 NCalls = 257 -VariableMetric: Iteration # 79 - FCN = 297314.2593414 Edm = 0.246352 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297313.677553 Edm = 1.03105 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297311.7329115 Edm = 0.626154 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297310.870746 Edm = 1.4125 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297308.8300997 Edm = 2.07492 NCalls = 273 -VariableMetric: Iteration # 84 - FCN = 297306.5043776 Edm = 0.688416 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297305.6941542 Edm = 0.2121 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297305.5227843 Edm = 0.0592908 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297305.4912112 Edm = 0.0292931 NCalls = 286 -VariableMetric: Iteration # 88 - FCN = 297305.4293355 Edm = 0.018238 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297305.3886164 Edm = 0.00423889 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297305.3803182 Edm = 0.000544829 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297305.3793236 Edm = 0.00041253 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297305.3730519 Edm = 0.00576329 NCalls = 297 -VariableMetric: Iteration # 93 - FCN = 297305.3426826 Edm = 0.0299189 NCalls = 302 -VariableMetric: Iteration # 94 - FCN = 297304.618718 Edm = 0.558477 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297301.4569866 Edm = 1.27838 NCalls = 309 -VariableMetric: Iteration # 96 - FCN = 297299.5519477 Edm = 2.87218 NCalls = 312 -VariableMetric: Iteration # 97 - FCN = 297299.2228579 Edm = 0.171139 NCalls = 314 -VariableMetric: Iteration # 98 - FCN = 297299.0349293 Edm = 0.0505734 NCalls = 315 -VariableMetric: Iteration # 99 - FCN = 297298.9880679 Edm = 0.0165108 NCalls = 317 -VariableMetric: Iteration # 100 - FCN = 297298.9667626 Edm = 0.00833282 NCalls = 319 -VariableMetric: Iteration # 101 - FCN = 297298.9480319 Edm = 0.00710527 NCalls = 321 -VariableMetric: Iteration # 102 - FCN = 297298.9343379 Edm = 0.00524423 NCalls = 323 -VariableMetric: Iteration # 103 - FCN = 297298.9245601 Edm = 0.00187834 NCalls = 325 -VariableMetric: Iteration # 104 - FCN = 297298.92085 Edm = 0.000963588 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297298.9157812 Edm = 0.00261638 NCalls = 329 -VariableMetric: Iteration # 106 - FCN = 297298.8269411 Edm = 0.0944278 NCalls = 333 -VariableMetric: Iteration # 107 - FCN = 297298.7675468 Edm = 0.055759 NCalls = 337 -VariableMetric: Iteration # 108 - FCN = 297298.7062796 Edm = 0.0546401 NCalls = 341 -VariableMetric: Iteration # 109 - FCN = 297298.223412 Edm = 0.556564 NCalls = 345 -VariableMetric: Iteration # 110 - FCN = 297293.7180603 Edm = 4.28647 NCalls = 350 -VariableMetric: Iteration # 111 - FCN = 297293.3614804 Edm = 2.56975 NCalls = 352 -VariableMetric: Iteration # 112 - FCN = 297292.0217577 Edm = 0.878958 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297288.7224653 Edm = 4.8601 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297287.8878221 Edm = 1.33497 NCalls = 360 -VariableMetric: Iteration # 115 - FCN = 297286.6459331 Edm = 0.749925 NCalls = 363 -VariableMetric: Iteration # 116 - FCN = 297286.0579715 Edm = 0.124984 NCalls = 365 -VariableMetric: Iteration # 117 - FCN = 297285.8974754 Edm = 0.111174 NCalls = 367 -VariableMetric: Iteration # 118 - FCN = 297285.6394855 Edm = 0.238974 NCalls = 370 -VariableMetric: Iteration # 119 - FCN = 297285.5574169 Edm = 0.01538 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297285.5406611 Edm = 0.00285237 NCalls = 374 -VariableMetric: Iteration # 121 - FCN = 297285.5377198 Edm = 0.000431848 NCalls = 376 -VariableMetric: Iteration # 122 - FCN = 297285.5370158 Edm = 0.000273133 NCalls = 378 -VariableMetric: Iteration # 123 - FCN = 297285.5266218 Edm = 0.00959733 NCalls = 382 -VariableMetric: Iteration # 124 - FCN = 297285.2354621 Edm = 0.217468 NCalls = 387 -VariableMetric: Iteration # 125 - FCN = 297283.6625052 Edm = 0.666038 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297282.9047104 Edm = 0.13047 NCalls = 392 -VariableMetric: Iteration # 127 - FCN = 297282.7589066 Edm = 0.0183067 NCalls = 393 -VariableMetric: Iteration # 128 - FCN = 297282.7406635 Edm = 0.00348472 NCalls = 395 -VariableMetric: Iteration # 129 - FCN = 297282.7367244 Edm = 0.000827387 NCalls = 397 -VariableMetric: Iteration # 130 - FCN = 297282.7356536 Edm = 0.000147785 NCalls = 399 -VariableMetric: Iteration # 131 - FCN = 297282.7354514 Edm = 8.00585e-05 NCalls = 401 -VariableMetric: After Hessian - FCN = 297282.7354514 Edm = 5826.58 NCalls = 888 -VariableMetric: Iteration # 132 - FCN = 297282.7354514 Edm = 5826.58 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297279.1763091 Edm = 156.394 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297278.3400721 Edm = 1.04586 NCalls = 900 -VariableMetric: Iteration # 135 - FCN = 297277.5591241 Edm = 0.0925307 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297277.1500773 Edm = 0.446967 NCalls = 906 -VariableMetric: Iteration # 137 - FCN = 297276.5971436 Edm = 3.03198 NCalls = 911 -VariableMetric: Iteration # 138 - FCN = 297276.1861742 Edm = 2.42081 NCalls = 913 -VariableMetric: Iteration # 139 - FCN = 297275.8623093 Edm = 0.327357 NCalls = 917 -VariableMetric: Iteration # 140 - FCN = 297275.0459654 Edm = 0.505474 NCalls = 923 -VariableMetric: Iteration # 141 - FCN = 297274.2275327 Edm = 0.17436 NCalls = 925 -VariableMetric: Iteration # 142 - FCN = 297273.8805588 Edm = 0.137021 NCalls = 928 -VariableMetric: Iteration # 143 - FCN = 297273.7740655 Edm = 0.0774119 NCalls = 930 -VariableMetric: Iteration # 144 - FCN = 297273.6837496 Edm = 0.0241012 NCalls = 932 -VariableMetric: Iteration # 145 - FCN = 297273.6428676 Edm = 0.0119911 NCalls = 934 -VariableMetric: Iteration # 146 - FCN = 297273.6214134 Edm = 0.00953226 NCalls = 936 -VariableMetric: Iteration # 147 - FCN = 297273.6052718 Edm = 0.00516452 NCalls = 938 -VariableMetric: Iteration # 148 - FCN = 297273.5884468 Edm = 0.00446221 NCalls = 940 -VariableMetric: Iteration # 149 - FCN = 297273.575276 Edm = 0.00533072 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297273.563758 Edm = 0.00208499 NCalls = 944 -VariableMetric: Iteration # 151 - FCN = 297273.5522143 Edm = 0.00167091 NCalls = 947 -VariableMetric: Iteration # 152 - FCN = 297273.5490716 Edm = 0.00132747 NCalls = 949 -VariableMetric: Iteration # 153 - FCN = 297273.5285238 Edm = 0.00753566 NCalls = 952 -VariableMetric: Iteration # 154 - FCN = 297273.5051772 Edm = 0.00818957 NCalls = 954 -VariableMetric: Iteration # 155 - FCN = 297273.4719342 Edm = 0.00217348 NCalls = 956 -VariableMetric: Iteration # 156 - FCN = 297273.4653266 Edm = 0.00346183 NCalls = 958 -VariableMetric: Iteration # 157 - FCN = 297273.4465958 Edm = 0.00531374 NCalls = 961 -VariableMetric: Iteration # 158 - FCN = 297273.3927595 Edm = 0.0219933 NCalls = 964 -VariableMetric: Iteration # 159 - FCN = 297273.3504653 Edm = 0.00333738 NCalls = 966 -VariableMetric: Iteration # 160 - FCN = 297273.3419463 Edm = 0.00219309 NCalls = 968 -VariableMetric: Iteration # 161 - FCN = 297273.3379561 Edm = 0.000580048 NCalls = 970 -VariableMetric: Iteration # 162 - FCN = 297273.336216 Edm = 0.000370517 NCalls = 972 -VariableMetric: Iteration # 163 - FCN = 297273.335466 Edm = 0.000108476 NCalls = 974 -VariableMetric: Iteration # 164 - FCN = 297273.3351328 Edm = 8.03815e-05 NCalls = 976 -VariableMetric: Iteration # 165 - FCN = 297273.334929 Edm = 2.82302e-05 NCalls = 978 -VariableMetric: After Hessian - FCN = 297273.334929 Edm = 5.44629e-05 NCalls = 1465 -VariableMetric: Iteration # 166 - FCN = 297273.334929 Edm = 5.44629e-05 NCalls = 1465 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320633.3614194 Edm = 76.9948 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320633.3614194 Edm = 76.9948 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299194.975272 Edm = 20.061 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298953.0186975 Edm = 48.341 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298932.7637437 Edm = 0.711783 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298829.9669398 Edm = 80.8747 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298290.1634482 Edm = 21.3473 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298280.1043945 Edm = 0.527183 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298279.4424862 Edm = 0.330227 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298259.8336119 Edm = 20.4166 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 298249.1841333 Edm = 9.66598 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 298101.7755717 Edm = 3.77612 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298098.1646717 Edm = 0.296706 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 298096.7044473 Edm = 1.03257 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 298087.0919426 Edm = 6.78745 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297883.4339151 Edm = 26.6061 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297833.4339513 Edm = 7.10574 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297829.1066757 Edm = 0.103371 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297828.896561 Edm = 0.0603982 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297828.6951543 Edm = 0.0713928 NCalls = 62 -VariableMetric: Iteration # 19 - FCN = 297826.2993958 Edm = 2.29562 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297710.9512544 Edm = 10.6066 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297692.3360334 Edm = 1.66001 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297690.1848709 Edm = 1.26688 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297689.129321 Edm = 0.380333 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297688.8537332 Edm = 0.128764 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297688.7315149 Edm = 0.0120152 NCalls = 81 -VariableMetric: Iteration # 26 - FCN = 297688.4765908 Edm = 0.207464 NCalls = 85 -VariableMetric: Iteration # 27 - FCN = 297658.5200987 Edm = 28.522 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297567.7239153 Edm = 37.1192 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297550.5243185 Edm = 7.016 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297538.453323 Edm = 3.5303 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297530.8486163 Edm = 5.29946 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297527.2340844 Edm = 6.74248 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297523.3839979 Edm = 1.50314 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297521.159158 Edm = 0.313543 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297520.1567533 Edm = 0.151709 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297520.0227247 Edm = 0.0065354 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297520.0148237 Edm = 0.00540317 NCalls = 119 -VariableMetric: Iteration # 38 - FCN = 297519.9959411 Edm = 0.0172651 NCalls = 122 -VariableMetric: Iteration # 39 - FCN = 297519.6562952 Edm = 0.32805 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297519.5949739 Edm = 0.0592152 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297515.1628315 Edm = 0.505133 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297495.0184589 Edm = 12.0348 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 297478.0542652 Edm = 19.1947 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297474.1695581 Edm = 12.9888 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297469.0911199 Edm = 4.30666 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297466.7300677 Edm = 0.115968 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297466.6121272 Edm = 0.0112765 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297466.5965698 Edm = 0.00881014 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297466.4881768 Edm = 0.107912 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297465.4044526 Edm = 0.427946 NCalls = 172 -VariableMetric: Iteration # 51 - FCN = 297464.8536673 Edm = 0.0181873 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297464.8332673 Edm = 0.00150364 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297464.8189379 Edm = 0.0121514 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297458.6930542 Edm = 4.9021 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297440.1673878 Edm = 2.00069 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297438.0939932 Edm = 0.27449 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297437.8837545 Edm = 0.0355029 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297437.8329555 Edm = 0.0132217 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297437.8143838 Edm = 0.00319039 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297437.8099002 Edm = 0.000937716 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297437.8047353 Edm = 0.00216286 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297437.7938719 Edm = 0.00937057 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297436.5027003 Edm = 1.1155 NCalls = 211 -VariableMetric: Iteration # 64 - FCN = 297424.2105063 Edm = 0.764723 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297423.7784063 Edm = 0.231839 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297423.6352279 Edm = 0.0343452 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297423.6101162 Edm = 0.00578316 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297423.5982305 Edm = 0.00108494 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297423.5965676 Edm = 0.000350899 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297423.5930291 Edm = 0.00347242 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297423.5114038 Edm = 0.0963444 NCalls = 234 -VariableMetric: Iteration # 72 - FCN = 297423.4694544 Edm = 0.0414907 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297423.3003475 Edm = 0.165337 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297415.5443405 Edm = 0.455877 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297414.902293 Edm = 0.154909 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297414.4705427 Edm = 0.201373 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 297414.2712545 Edm = 0.154914 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297414.0340287 Edm = 0.127236 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297413.9036699 Edm = 0.287107 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297413.8211291 Edm = 0.053749 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297413.7694169 Edm = 0.00349819 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297413.7640221 Edm = 0.00124645 NCalls = 271 -VariableMetric: Iteration # 83 - FCN = 297413.74303 Edm = 0.0224 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297413.3477014 Edm = 0.453521 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297413.338859 Edm = 0.00957987 NCalls = 285 -VariableMetric: Iteration # 86 - FCN = 297413.237713 Edm = 0.139028 NCalls = 290 -VariableMetric: Iteration # 87 - FCN = 297412.5013984 Edm = 0.584087 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297408.3840519 Edm = 0.729611 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297407.6532707 Edm = 0.290355 NCalls = 302 -VariableMetric: Iteration # 90 - FCN = 297407.3765533 Edm = 0.121256 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297407.2078414 Edm = 0.0534291 NCalls = 306 -VariableMetric: Iteration # 92 - FCN = 297407.125577 Edm = 0.0254072 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297407.0924137 Edm = 0.00970993 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297407.0746327 Edm = 0.00516763 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297407.066616 Edm = 0.00328614 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297407.062703 Edm = 0.00163259 NCalls = 318 -VariableMetric: Iteration # 97 - FCN = 297407.0601073 Edm = 0.000926575 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297407.0576123 Edm = 0.00134206 NCalls = 323 -VariableMetric: Iteration # 99 - FCN = 297407.0562004 Edm = 0.00162967 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297407.0522405 Edm = 0.00196576 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297407.046985 Edm = 0.0172192 NCalls = 335 -VariableMetric: Iteration # 102 - FCN = 297407.0381737 Edm = 0.0101643 NCalls = 337 -VariableMetric: Iteration # 103 - FCN = 297407.0213643 Edm = 0.0103214 NCalls = 344 -VariableMetric: Iteration # 104 - FCN = 297407.0094958 Edm = 0.0123097 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297407.0018558 Edm = 0.00455564 NCalls = 350 -VariableMetric: Iteration # 106 - FCN = 297406.9970307 Edm = 0.00716708 NCalls = 353 -VariableMetric: Iteration # 107 - FCN = 297406.9849965 Edm = 0.00462717 NCalls = 356 -VariableMetric: Iteration # 108 - FCN = 297406.9633805 Edm = 0.0106142 NCalls = 360 -VariableMetric: Iteration # 109 - FCN = 297406.8536651 Edm = 0.0929773 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297406.4242637 Edm = 0.736183 NCalls = 366 -VariableMetric: Iteration # 111 - FCN = 297405.0835773 Edm = 0.477011 NCalls = 372 -VariableMetric: Iteration # 112 - FCN = 297404.3795094 Edm = 0.0298699 NCalls = 374 -VariableMetric: Iteration # 113 - FCN = 297404.3564749 Edm = 0.0150077 NCalls = 376 -VariableMetric: Iteration # 114 - FCN = 297404.3411765 Edm = 0.00490984 NCalls = 378 -VariableMetric: Iteration # 115 - FCN = 297404.3345222 Edm = 0.000409802 NCalls = 380 -VariableMetric: Iteration # 116 - FCN = 297404.3340152 Edm = 8.48319e-05 NCalls = 382 -VariableMetric: Iteration # 117 - FCN = 297404.3333004 Edm = 0.000719194 NCalls = 385 -VariableMetric: Iteration # 118 - FCN = 297404.3056104 Edm = 0.0320022 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297404.3039787 Edm = 0.001573 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 297404.1631996 Edm = 0.00924336 NCalls = 402 -VariableMetric: Iteration # 121 - FCN = 297402.825683 Edm = 0.429184 NCalls = 404 -VariableMetric: Iteration # 122 - FCN = 297401.8345578 Edm = 0.192379 NCalls = 407 -VariableMetric: Iteration # 123 - FCN = 297401.6752059 Edm = 0.042282 NCalls = 409 -VariableMetric: Iteration # 124 - FCN = 297401.6547958 Edm = 0.01481 NCalls = 411 -VariableMetric: Iteration # 125 - FCN = 297401.6339808 Edm = 0.0049585 NCalls = 413 -VariableMetric: Iteration # 126 - FCN = 297401.627064 Edm = 0.000906511 NCalls = 415 -VariableMetric: Iteration # 127 - FCN = 297401.6261608 Edm = 7.08146e-05 NCalls = 417 -VariableMetric: Iteration # 128 - FCN = 297401.6260694 Edm = 2.08049e-05 NCalls = 419 -VariableMetric: After Hessian - FCN = 297401.6260694 Edm = 1.15886 NCalls = 902 -VariableMetric: Iteration # 129 - FCN = 297401.6260694 Edm = 1.15886 NCalls = 902 -VariableMetric: Iteration # 130 - FCN = 297401.3831442 Edm = 0.890909 NCalls = 904 -VariableMetric: Iteration # 131 - FCN = 297400.4704947 Edm = 0.0608019 NCalls = 906 -VariableMetric: Iteration # 132 - FCN = 297400.3682066 Edm = 0.0101145 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297400.36183 Edm = 0.0232972 NCalls = 918 -VariableMetric: Iteration # 134 - FCN = 297400.3457427 Edm = 0.0195528 NCalls = 921 -VariableMetric: Iteration # 135 - FCN = 297400.3225368 Edm = 0.0124259 NCalls = 924 -VariableMetric: Iteration # 136 - FCN = 297400.2985068 Edm = 0.0129649 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297400.2815967 Edm = 0.00660927 NCalls = 929 -VariableMetric: Iteration # 138 - FCN = 297400.2666128 Edm = 0.00847667 NCalls = 932 -VariableMetric: Iteration # 139 - FCN = 297400.2605633 Edm = 0.00279976 NCalls = 934 -VariableMetric: Iteration # 140 - FCN = 297400.2571901 Edm = 0.000191592 NCalls = 936 -VariableMetric: Iteration # 141 - FCN = 297400.2567198 Edm = 0.000102415 NCalls = 938 -VariableMetric: Iteration # 142 - FCN = 297400.2564444 Edm = 7.15701e-05 NCalls = 940 -VariableMetric: Iteration # 143 - FCN = 297400.2562271 Edm = 8.55635e-05 NCalls = 942 -VariableMetric: Iteration # 144 - FCN = 297400.2560466 Edm = 8.57962e-05 NCalls = 944 -VariableMetric: Iteration # 145 - FCN = 297400.2559132 Edm = 3.0164e-05 NCalls = 947 -VariableMetric: After Hessian - FCN = 297400.2559132 Edm = 0.000130699 NCalls = 1440 -VariableMetric: Iteration # 146 - FCN = 297400.2559132 Edm = 0.000130699 NCalls = 1440 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310450.1290452 Edm = 73.7081 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310450.1290452 Edm = 73.7081 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303055.1830641 Edm = 10.8665 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302891.5197908 Edm = 78.4397 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 302806.9771214 Edm = 64.0469 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 300070.3171853 Edm = 32.5445 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 299717.0679904 Edm = 80.8119 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 298545.1923225 Edm = 164.873 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298114.1927214 Edm = 328.701 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297976.9582466 Edm = 307.718 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 297855.4576578 Edm = 6.02326 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 297850.9359535 Edm = 0.404002 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297845.1558086 Edm = 10.0701 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297734.1682178 Edm = 62.4411 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297656.8731163 Edm = 10.0904 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297649.4239815 Edm = 0.777449 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297648.6763134 Edm = 0.14359 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297647.2200122 Edm = 2.00289 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297643.6061632 Edm = 2.84194 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297612.8521195 Edm = 5.01138 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297609.6785672 Edm = 0.715931 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297609.2693598 Edm = 0.11865 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297609.0228056 Edm = 0.191693 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297595.9856237 Edm = 12.9937 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297595.498808 Edm = 0.367465 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297571.3701767 Edm = 10.1374 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297518.9074966 Edm = 20.6731 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297455.1211415 Edm = 2.09101 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297451.7524225 Edm = 1.29845 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297451.069854 Edm = 0.240836 NCalls = 107 -VariableMetric: Iteration # 29 - FCN = 297450.5735466 Edm = 0.326048 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297447.9698455 Edm = 3.40018 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297433.8904361 Edm = 9.61355 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297375.3652625 Edm = 1.61735 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297372.4666594 Edm = 0.139494 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297372.2144127 Edm = 0.0197864 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297372.1867223 Edm = 0.00827402 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297372.0682666 Edm = 0.0724796 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297371.3626525 Edm = 0.456716 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297349.7362004 Edm = 3.43552 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297339.9522208 Edm = 13.6667 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297333.0651993 Edm = 3.36951 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297326.7693494 Edm = 2.00996 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297321.4354852 Edm = 1.30726 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297319.3992807 Edm = 0.419554 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297319.0426743 Edm = 0.887098 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297318.1334846 Edm = 0.368747 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297317.6685467 Edm = 0.860464 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297317.2903121 Edm = 0.107427 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297317.1577843 Edm = 0.0268524 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297317.1281302 Edm = 0.0090741 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297317.0912394 Edm = 0.0301436 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297316.5415465 Edm = 0.469281 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297309.5996947 Edm = 7.98046 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297305.2082858 Edm = 3.91497 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297296.8762416 Edm = 3.51632 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297289.052282 Edm = 0.335511 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297288.636146 Edm = 0.0785184 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297288.5393428 Edm = 0.0116483 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297288.5279023 Edm = 0.00229663 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297288.513033 Edm = 0.0109994 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297288.4011565 Edm = 0.0846524 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297276.0921895 Edm = 5.26263 NCalls = 207 -VariableMetric: Iteration # 62 - FCN = 297266.9939988 Edm = 1.40927 NCalls = 210 -VariableMetric: Iteration # 63 - FCN = 297265.9743281 Edm = 0.115206 NCalls = 212 -VariableMetric: Iteration # 64 - FCN = 297265.8516872 Edm = 0.00663576 NCalls = 214 -VariableMetric: Iteration # 65 - FCN = 297265.8421291 Edm = 0.00170937 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297265.840208 Edm = 0.000811606 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297265.8388487 Edm = 0.00045843 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297265.8326553 Edm = 0.00443404 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297265.6887335 Edm = 0.0984347 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297261.8721939 Edm = 2.22607 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297256.746529 Edm = 0.376996 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297256.1519666 Edm = 0.0348654 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297256.1101912 Edm = 0.00281828 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297256.1066298 Edm = 0.000146214 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297256.1063848 Edm = 0.00015183 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297256.1026353 Edm = 0.00429757 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297256.0300536 Edm = 0.0762788 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297256.0285317 Edm = 0.00146989 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297255.9046219 Edm = 0.0246013 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297255.8012779 Edm = 0.000647399 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297255.8006241 Edm = 8.99958e-05 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297255.7992972 Edm = 0.0011822 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297255.7763342 Edm = 0.0225782 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297255.3191038 Edm = 0.352283 NCalls = 284 -VariableMetric: Iteration # 85 - FCN = 297253.1755484 Edm = 0.0605791 NCalls = 287 -VariableMetric: Iteration # 86 - FCN = 297253.0999271 Edm = 0.00137361 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297253.0984786 Edm = 4.09046e-05 NCalls = 291 -VariableMetric: After Hessian - FCN = 297253.0984786 Edm = 2.01698 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297253.0984786 Edm = 2.01698 NCalls = 768 -VariableMetric: Iteration # 89 - FCN = 297252.9114801 Edm = 1.26675 NCalls = 770 -VariableMetric: Iteration # 90 - FCN = 297251.6510898 Edm = 0.354532 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297251.5212884 Edm = 0.208665 NCalls = 774 -VariableMetric: Iteration # 92 - FCN = 297251.3657335 Edm = 0.0613488 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297251.2806205 Edm = 0.0678501 NCalls = 780 -VariableMetric: Iteration # 94 - FCN = 297251.2526854 Edm = 0.0284544 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297251.2229195 Edm = 0.0267805 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297251.1779027 Edm = 0.0638188 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297251.1644869 Edm = 0.0122289 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297251.0949515 Edm = 0.0290201 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297251.038161 Edm = 0.0614103 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297251.0239236 Edm = 0.0315659 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297250.968007 Edm = 0.0190908 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297250.939205 Edm = 0.0286142 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297250.9213684 Edm = 0.0262679 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297250.8964848 Edm = 0.0461122 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297250.8701655 Edm = 0.0257562 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297250.8541493 Edm = 0.0244886 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297250.8189548 Edm = 0.0290905 NCalls = 818 -VariableMetric: Iteration # 108 - FCN = 297250.7639757 Edm = 0.0102259 NCalls = 821 -VariableMetric: Iteration # 109 - FCN = 297250.7469419 Edm = 0.0161229 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297250.7367882 Edm = 0.0059095 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297250.7256181 Edm = 0.00349077 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297250.7198771 Edm = 0.00302879 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297250.7156569 Edm = 0.00226644 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297250.7100875 Edm = 0.000878244 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297250.7084741 Edm = 0.000384907 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297250.7076384 Edm = 0.00025727 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297250.7071446 Edm = 0.000197186 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297250.7069753 Edm = 0.000147647 NCalls = 844 -VariableMetric: Iteration # 119 - FCN = 297250.7068324 Edm = 4.82879e-05 NCalls = 846 -VariableMetric: After Hessian - FCN = 297250.7068324 Edm = 0.0251086 NCalls = 1331 -VariableMetric: Iteration # 120 - FCN = 297250.7068324 Edm = 0.0251086 NCalls = 1331 -VariableMetric: Iteration # 121 - FCN = 297250.7065604 Edm = 0.00137729 NCalls = 1334 -VariableMetric: Iteration # 122 - FCN = 297250.7050723 Edm = 0.000311813 NCalls = 1336 -VariableMetric: Iteration # 123 - FCN = 297250.7045849 Edm = 0.000138106 NCalls = 1338 -VariableMetric: Iteration # 124 - FCN = 297250.7044106 Edm = 7.34184e-05 NCalls = 1340 -VariableMetric: Iteration # 125 - FCN = 297250.7040535 Edm = 0.000183012 NCalls = 1344 -VariableMetric: Iteration # 126 - FCN = 297250.7036094 Edm = 6.10061e-05 NCalls = 1346 -VariableMetric: Iteration # 127 - FCN = 297250.7035506 Edm = 1.99965e-05 NCalls = 1348 -VariableMetric: After Hessian - FCN = 297250.7035506 Edm = 3.21454e-05 NCalls = 1833 -VariableMetric: Iteration # 128 - FCN = 297250.7035506 Edm = 3.21454e-05 NCalls = 1833 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307752.2616411 Edm = 62.0334 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307752.2616411 Edm = 62.0334 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302133.7911539 Edm = 48.3065 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 301683.5815189 Edm = 8.2064 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301681.6051634 Edm = 1.7072 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 300983.3741931 Edm = 491.487 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299503.1202514 Edm = 309.034 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299359.5376576 Edm = 101.951 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 299327.1250493 Edm = 4.27757 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 299254.8181549 Edm = 79.2562 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297949.9839395 Edm = 87.406 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297631.0782417 Edm = 19.1716 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297590.301958 Edm = 5.40371 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297557.9208806 Edm = 3.85445 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297548.0105792 Edm = 0.353711 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297547.6313352 Edm = 0.0208021 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297546.4212984 Edm = 1.17655 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297523.6904398 Edm = 11.4734 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297479.6203137 Edm = 13.1418 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297471.3002357 Edm = 0.584254 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297470.6539967 Edm = 0.0355671 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297470.2427573 Edm = 0.575002 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297463.6580518 Edm = 5.52993 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297365.8193905 Edm = 54.7296 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297355.3409136 Edm = 35.9456 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297334.7017 Edm = 7.06362 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297329.2804255 Edm = 0.293073 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297329.09007 Edm = 0.00610656 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297329.0107744 Edm = 0.0779509 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297319.3946859 Edm = 0.852369 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297280.6877892 Edm = 5.43237 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297270.2519653 Edm = 0.886581 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297269.0995055 Edm = 0.119691 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297268.9157149 Edm = 0.0206653 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297268.8844439 Edm = 0.00289795 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297268.834205 Edm = 0.0212111 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297268.6427494 Edm = 0.144737 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297262.0346829 Edm = 1.56765 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297259.5408883 Edm = 0.0729682 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297259.4792207 Edm = 0.0021449 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297259.4754842 Edm = 0.00189045 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297259.4224783 Edm = 0.0463367 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297250.9502024 Edm = 6.50508 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297241.3589232 Edm = 7.44087 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297235.5635729 Edm = 0.889114 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297233.7867879 Edm = 1.56516 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297232.8689526 Edm = 0.353871 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297232.2188333 Edm = 0.0792773 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297232.1308203 Edm = 0.00847033 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297232.122143 Edm = 0.0013269 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297232.0949151 Edm = 0.0217946 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297231.4031279 Edm = 0.460808 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297205.1284276 Edm = 11.2962 NCalls = 174 -VariableMetric: Iteration # 52 - FCN = 297195.0329706 Edm = 10.1951 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297187.0570307 Edm = 1.38643 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297185.4708171 Edm = 0.476238 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297184.9954588 Edm = 0.0397496 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297184.951539 Edm = 0.00270139 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297184.9482783 Edm = 0.000778925 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297184.9414865 Edm = 0.00825399 NCalls = 189 -VariableMetric: Iteration # 59 - FCN = 297184.6191407 Edm = 0.350192 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297184.6144006 Edm = 0.00426165 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297183.6867003 Edm = 0.194023 NCalls = 206 -VariableMetric: Iteration # 62 - FCN = 297178.1322058 Edm = 2.78779 NCalls = 208 -VariableMetric: Iteration # 63 - FCN = 297169.4548792 Edm = 0.263193 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297169.048546 Edm = 0.0634544 NCalls = 212 -VariableMetric: Iteration # 65 - FCN = 297168.9153988 Edm = 0.0566154 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297168.5973918 Edm = 0.392235 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297168.1795366 Edm = 1.94511 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297168.0519377 Edm = 0.312697 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297166.7151106 Edm = 0.977209 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297164.9628415 Edm = 1.4326 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297163.7126752 Edm = 0.3097 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297163.3743498 Edm = 0.099165 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297163.2881768 Edm = 0.00808278 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297163.2802838 Edm = 0.000911216 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297163.278486 Edm = 0.000876729 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297163.2673153 Edm = 0.0104618 NCalls = 251 -VariableMetric: Iteration # 77 - FCN = 297163.0369781 Edm = 0.211691 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297158.1695501 Edm = 1.34961 NCalls = 261 -VariableMetric: Iteration # 79 - FCN = 297156.404483 Edm = 0.146459 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297156.3004988 Edm = 0.0510557 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297156.248688 Edm = 0.0219357 NCalls = 267 -VariableMetric: Iteration # 82 - FCN = 297156.2071476 Edm = 0.0125221 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 297156.0459621 Edm = 0.22928 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297155.9787657 Edm = 1.02003 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297155.921559 Edm = 0.0612043 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297154.5078049 Edm = 0.544058 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297153.9319504 Edm = 0.192205 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297153.8643054 Edm = 0.0254844 NCalls = 293 -VariableMetric: Iteration # 89 - FCN = 297153.8450038 Edm = 0.00168892 NCalls = 295 -VariableMetric: Iteration # 90 - FCN = 297153.8426273 Edm = 0.000433456 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297153.8419004 Edm = 0.000195074 NCalls = 299 -VariableMetric: Iteration # 92 - FCN = 297153.8414127 Edm = 0.000178896 NCalls = 301 -VariableMetric: Iteration # 93 - FCN = 297153.8409275 Edm = 0.000250929 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297153.8278499 Edm = 0.0128089 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297153.0356912 Edm = 0.28639 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297152.6454168 Edm = 0.0157271 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297152.6295728 Edm = 0.00343048 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297152.6259845 Edm = 0.000782105 NCalls = 318 -VariableMetric: Iteration # 99 - FCN = 297152.6248407 Edm = 7.35003e-05 NCalls = 320 -VariableMetric: Iteration # 100 - FCN = 297152.6247186 Edm = 3.38029e-05 NCalls = 322 -VariableMetric: After Hessian - FCN = 297152.6247186 Edm = 2.04534 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297152.6247186 Edm = 2.04534 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297149.1654577 Edm = 31.79 NCalls = 809 -VariableMetric: Iteration # 103 - FCN = 297148.4746366 Edm = 2.08635 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297147.2521504 Edm = 0.657802 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297146.8593595 Edm = 0.154586 NCalls = 824 -VariableMetric: Iteration # 106 - FCN = 297146.6247464 Edm = 3.79974 NCalls = 835 -VariableMetric: Iteration # 107 - FCN = 297146.4753796 Edm = 0.112071 NCalls = 846 -VariableMetric: Iteration # 108 - FCN = 297146.3854117 Edm = 0.425034 NCalls = 849 -VariableMetric: Iteration # 109 - FCN = 297145.4714038 Edm = 1.46937 NCalls = 854 -VariableMetric: Iteration # 110 - FCN = 297145.3336472 Edm = 0.470975 NCalls = 857 -VariableMetric: Iteration # 111 - FCN = 297145.1320191 Edm = 1.02626 NCalls = 859 -VariableMetric: Iteration # 112 - FCN = 297143.5148353 Edm = 0.840481 NCalls = 864 -VariableMetric: Iteration # 113 - FCN = 297143.1771418 Edm = 0.353914 NCalls = 866 -VariableMetric: Iteration # 114 - FCN = 297142.9835364 Edm = 0.0745184 NCalls = 868 -VariableMetric: Iteration # 115 - FCN = 297142.9155163 Edm = 0.0339422 NCalls = 870 -VariableMetric: Iteration # 116 - FCN = 297142.8764252 Edm = 0.0154614 NCalls = 872 -VariableMetric: Iteration # 117 - FCN = 297142.8432557 Edm = 0.014827 NCalls = 874 -VariableMetric: Iteration # 118 - FCN = 297142.8135802 Edm = 0.0126521 NCalls = 876 -VariableMetric: Iteration # 119 - FCN = 297142.7935283 Edm = 0.0132355 NCalls = 879 -VariableMetric: Iteration # 120 - FCN = 297142.7823622 Edm = 0.00804104 NCalls = 881 -VariableMetric: Iteration # 121 - FCN = 297142.7721469 Edm = 0.00250226 NCalls = 884 -VariableMetric: Iteration # 122 - FCN = 297142.7681277 Edm = 0.00140704 NCalls = 886 -VariableMetric: Iteration # 123 - FCN = 297142.7647859 Edm = 0.00202682 NCalls = 889 -VariableMetric: Iteration # 124 - FCN = 297142.7594362 Edm = 0.0023794 NCalls = 892 -VariableMetric: Iteration # 125 - FCN = 297142.7526494 Edm = 0.00387724 NCalls = 895 -VariableMetric: Iteration # 126 - FCN = 297142.7414442 Edm = 0.00271704 NCalls = 898 -VariableMetric: Iteration # 127 - FCN = 297142.7380836 Edm = 0.000647185 NCalls = 900 -VariableMetric: Iteration # 128 - FCN = 297142.7368136 Edm = 0.00103364 NCalls = 902 -VariableMetric: Iteration # 129 - FCN = 297142.7350799 Edm = 0.00115188 NCalls = 905 -VariableMetric: Iteration # 130 - FCN = 297142.7310894 Edm = 0.000856367 NCalls = 907 -VariableMetric: Iteration # 131 - FCN = 297142.7296702 Edm = 0.000404156 NCalls = 909 -VariableMetric: Iteration # 132 - FCN = 297142.7292259 Edm = 0.000283909 NCalls = 911 -VariableMetric: Iteration # 133 - FCN = 297142.7287368 Edm = 0.000199552 NCalls = 913 -VariableMetric: Iteration # 134 - FCN = 297142.7284008 Edm = 0.000139366 NCalls = 915 -VariableMetric: Iteration # 135 - FCN = 297142.7278357 Edm = 0.000353167 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297142.7252683 Edm = 0.000731562 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297142.7247361 Edm = 0.000756192 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297142.7244294 Edm = 0.000112122 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297142.7242043 Edm = 0.000106482 NCalls = 927 -VariableMetric: Iteration # 140 - FCN = 297142.7240312 Edm = 4.57294e-05 NCalls = 929 -VariableMetric: After Hessian - FCN = 297142.7240312 Edm = 3.74277e-05 NCalls = 1416 -VariableMetric: Iteration # 141 - FCN = 297142.7240312 Edm = 3.74277e-05 NCalls = 1416 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327658.8781073 Edm = 37.276 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327658.8781073 Edm = 37.276 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 314103.9890315 Edm = 74.4776 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 306326.0245321 Edm = 1.80118e+08 NCalls = 17 -VariableMetric: Iteration # 3 - FCN = 301510.4531307 Edm = 2.44685e+08 NCalls = 28 -VariableMetric: Iteration # 4 - FCN = 299881.2862211 Edm = 8.07836e+06 NCalls = 36 -VariableMetric: Iteration # 5 - FCN = 299881.2862211 Edm = 8.07836e+06 NCalls = 47 -VariableMetric: After Hessian - FCN = 299881.2862211 Edm = 1.16805e+08 NCalls = 542 -VariableMetric: Iteration # 6 - FCN = 299881.2862211 Edm = 1.16805e+08 NCalls = 542 -VariableMetric: Iteration # 7 - FCN = 299881.2862211 Edm = 1.16805e+08 NCalls = 553 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329100.3239822 Edm = 666.069 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329100.3239822 Edm = 666.069 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300557.576115 Edm = 58.806 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300262.6795688 Edm = 100.577 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300125.0184167 Edm = 115.545 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298976.1703616 Edm = 36.095 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298918.5995333 Edm = 69.3421 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298857.2703515 Edm = 1.93956 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298852.7162303 Edm = 3.06736 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 298783.3518481 Edm = 79.0282 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298371.7857045 Edm = 108.568 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298074.1958721 Edm = 13.9173 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298070.4129423 Edm = 1.46657 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298068.965722 Edm = 0.0950044 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 298065.3789577 Edm = 2.97403 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297924.2958141 Edm = 23.9128 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297901.798639 Edm = 34.3211 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297890.474017 Edm = 4.12754 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297847.1034117 Edm = 30.8321 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297844.2384819 Edm = 9.23448 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297813.7014997 Edm = 17.5515 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297796.161347 Edm = 16.5385 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297732.411436 Edm = 18.6632 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297719.7256137 Edm = 13.2942 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297699.1270394 Edm = 13.1262 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297690.2055207 Edm = 6.33713 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297633.370228 Edm = 5.71965 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297629.6440005 Edm = 3.98526 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297621.6538016 Edm = 4.32389 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297614.7001332 Edm = 7.0594 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297602.2874045 Edm = 1.87385 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297599.7100603 Edm = 1.60827 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297598.1304918 Edm = 1.79031 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297594.7055106 Edm = 3.27641 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297594.3131039 Edm = 1.74173 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297582.7255805 Edm = 12.723 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297572.4517905 Edm = 10.6156 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297556.4784959 Edm = 4.76102 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297549.3463955 Edm = 8.12893 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297545.0670755 Edm = 1.79349 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297540.7080373 Edm = 0.422934 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297540.144715 Edm = 0.222684 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297539.9778943 Edm = 0.0253099 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297539.8751716 Edm = 0.0625648 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297535.326154 Edm = 4.00959 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297496.4994804 Edm = 46.7809 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297430.4345691 Edm = 3.63345 NCalls = 163 -VariableMetric: Iteration # 46 - FCN = 297427.0920424 Edm = 0.947726 NCalls = 165 -VariableMetric: Iteration # 47 - FCN = 297426.5033562 Edm = 0.163117 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297425.7994042 Edm = 0.0750154 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297425.6985867 Edm = 0.0103396 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297425.6694748 Edm = 0.0310387 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297425.5167 Edm = 0.152019 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297419.7871992 Edm = 4.76991 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297395.5871751 Edm = 5.45924 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297390.6916201 Edm = 1.83708 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297389.6656765 Edm = 0.213079 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297389.2735398 Edm = 0.100537 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297389.087096 Edm = 0.0641193 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297389.0386956 Edm = 0.0421644 NCalls = 202 -VariableMetric: Iteration # 59 - FCN = 297388.8966451 Edm = 0.0538242 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297388.7776921 Edm = 0.00857745 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297388.7688608 Edm = 0.00729455 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297388.7630497 Edm = 0.00284745 NCalls = 211 -VariableMetric: Iteration # 63 - FCN = 297388.7429935 Edm = 0.0139992 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297387.9924085 Edm = 0.684527 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297386.093718 Edm = 4.68842 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297361.9273992 Edm = 22.158 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297358.5085483 Edm = 11.57 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297331.8536939 Edm = 2.35158 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297327.3854886 Edm = 0.961936 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297324.1574666 Edm = 1.20381 NCalls = 240 -VariableMetric: Iteration # 71 - FCN = 297323.3390681 Edm = 0.73031 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297321.9745439 Edm = 1.19758 NCalls = 245 -VariableMetric: Iteration # 73 - FCN = 297320.1685263 Edm = 0.178405 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297319.8455306 Edm = 0.129618 NCalls = 249 -VariableMetric: Iteration # 75 - FCN = 297319.0898551 Edm = 0.175666 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297318.8797104 Edm = 0.0286372 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297318.8570799 Edm = 0.00261833 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297318.8535246 Edm = 0.00121232 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297318.8395312 Edm = 0.0107633 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297318.394875 Edm = 0.388114 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297308.7272752 Edm = 3.34801 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297305.3869345 Edm = 0.426061 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297304.8250431 Edm = 0.0479333 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297304.7723065 Edm = 0.00825811 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297304.762206 Edm = 0.00126259 NCalls = 278 -VariableMetric: Iteration # 86 - FCN = 297304.7600799 Edm = 0.000420887 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297304.758251 Edm = 0.00144881 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297304.7339218 Edm = 0.0181761 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297303.4191507 Edm = 1.14729 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297298.7833539 Edm = 6.10197 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297297.0232709 Edm = 5.5644 NCalls = 304 -VariableMetric: Iteration # 92 - FCN = 297291.1092326 Edm = 2.04841 NCalls = 308 -VariableMetric: Iteration # 93 - FCN = 297286.9106866 Edm = 4.31391 NCalls = 310 -VariableMetric: Iteration # 94 - FCN = 297281.6608501 Edm = 5.37476 NCalls = 314 -VariableMetric: Iteration # 95 - FCN = 297271.9078575 Edm = 29.7807 NCalls = 321 -VariableMetric: Iteration # 96 - FCN = 297269.9607274 Edm = 4.5298 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297268.0889885 Edm = 1.01328 NCalls = 326 -VariableMetric: Iteration # 98 - FCN = 297267.2376943 Edm = 0.402085 NCalls = 328 -VariableMetric: Iteration # 99 - FCN = 297267.1028543 Edm = 0.0289305 NCalls = 330 -VariableMetric: Iteration # 100 - FCN = 297267.0739919 Edm = 0.0028445 NCalls = 332 -VariableMetric: Iteration # 101 - FCN = 297267.0706617 Edm = 0.000649291 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297267.0691983 Edm = 0.000356016 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297267.0670722 Edm = 0.00159903 NCalls = 339 -VariableMetric: Iteration # 104 - FCN = 297266.9346208 Edm = 0.132845 NCalls = 344 -VariableMetric: Iteration # 105 - FCN = 297265.1570369 Edm = 0.408766 NCalls = 349 -VariableMetric: Iteration # 106 - FCN = 297264.6286067 Edm = 0.0784279 NCalls = 351 -VariableMetric: Iteration # 107 - FCN = 297264.5492147 Edm = 0.0269711 NCalls = 352 -VariableMetric: Iteration # 108 - FCN = 297264.5237416 Edm = 0.00174784 NCalls = 354 -VariableMetric: Iteration # 109 - FCN = 297264.5217605 Edm = 0.000219045 NCalls = 356 -VariableMetric: Iteration # 110 - FCN = 297264.5207163 Edm = 0.000888985 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297264.4624687 Edm = 0.0586806 NCalls = 364 -VariableMetric: Iteration # 112 - FCN = 297264.1229506 Edm = 0.00379069 NCalls = 371 -VariableMetric: Iteration # 113 - FCN = 297261.063531 Edm = 0.171543 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297260.878901 Edm = 0.0202341 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297260.859844 Edm = 0.00432166 NCalls = 378 -VariableMetric: Iteration # 116 - FCN = 297260.8557627 Edm = 0.00151208 NCalls = 380 -VariableMetric: Iteration # 117 - FCN = 297260.8543083 Edm = 0.000117089 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297260.8540242 Edm = 0.000193309 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297260.8488462 Edm = 0.00559947 NCalls = 389 -VariableMetric: Iteration # 120 - FCN = 297260.7772659 Edm = 0.0717897 NCalls = 396 -VariableMetric: Iteration # 121 - FCN = 297259.4015548 Edm = 0.221552 NCalls = 400 -VariableMetric: Iteration # 122 - FCN = 297259.234374 Edm = 0.00791635 NCalls = 402 -VariableMetric: Iteration # 123 - FCN = 297259.2266343 Edm = 0.000163259 NCalls = 403 -VariableMetric: Iteration # 124 - FCN = 297259.2264385 Edm = 4.94053e-05 NCalls = 405 -VariableMetric: After Hessian - FCN = 297259.2264385 Edm = 157.689 NCalls = 886 -VariableMetric: Iteration # 125 - FCN = 297259.2264385 Edm = 157.689 NCalls = 886 -VariableMetric: Iteration # 126 - FCN = 297258.7950193 Edm = 4.58905 NCalls = 892 -VariableMetric: Iteration # 127 - FCN = 297254.6975465 Edm = 12.2937 NCalls = 896 -VariableMetric: Iteration # 128 - FCN = 297253.4085629 Edm = 1.21699 NCalls = 899 -VariableMetric: Iteration # 129 - FCN = 297252.4514563 Edm = 1.89983 NCalls = 904 -VariableMetric: Iteration # 130 - FCN = 297247.2114209 Edm = 19.2666 NCalls = 908 -VariableMetric: Iteration # 131 - FCN = 297246.5930919 Edm = 1.30706 NCalls = 911 -VariableMetric: Iteration # 132 - FCN = 297241.2664921 Edm = 3.14588 NCalls = 916 -VariableMetric: Iteration # 133 - FCN = 297233.0070828 Edm = 4.54951 NCalls = 922 -VariableMetric: Iteration # 134 - FCN = 297231.6621688 Edm = 1.1644 NCalls = 924 -VariableMetric: Iteration # 135 - FCN = 297230.9866251 Edm = 0.984231 NCalls = 926 -VariableMetric: Iteration # 136 - FCN = 297229.7205498 Edm = 0.639705 NCalls = 928 -VariableMetric: Iteration # 137 - FCN = 297228.3802836 Edm = 0.857932 NCalls = 931 -VariableMetric: Iteration # 138 - FCN = 297227.5029722 Edm = 0.419178 NCalls = 934 -VariableMetric: Iteration # 139 - FCN = 297227.0447325 Edm = 0.442447 NCalls = 936 -VariableMetric: Iteration # 140 - FCN = 297226.5230985 Edm = 0.199002 NCalls = 939 -VariableMetric: Iteration # 141 - FCN = 297226.096397 Edm = 0.153498 NCalls = 941 -VariableMetric: Iteration # 142 - FCN = 297225.8636981 Edm = 0.261554 NCalls = 944 -VariableMetric: Iteration # 143 - FCN = 297225.1069772 Edm = 0.627859 NCalls = 947 -VariableMetric: Iteration # 144 - FCN = 297224.8079602 Edm = 0.16618 NCalls = 949 -VariableMetric: Iteration # 145 - FCN = 297224.4991193 Edm = 0.167329 NCalls = 951 -VariableMetric: Iteration # 146 - FCN = 297223.8574906 Edm = 0.464185 NCalls = 954 -VariableMetric: Iteration # 147 - FCN = 297223.3364218 Edm = 0.456982 NCalls = 957 -VariableMetric: Iteration # 148 - FCN = 297222.9068149 Edm = 0.0982152 NCalls = 960 -VariableMetric: Iteration # 149 - FCN = 297222.7900386 Edm = 0.0823904 NCalls = 962 -VariableMetric: Iteration # 150 - FCN = 297222.5651604 Edm = 0.0749863 NCalls = 964 -VariableMetric: Iteration # 151 - FCN = 297222.4631676 Edm = 0.0319819 NCalls = 966 -VariableMetric: Iteration # 152 - FCN = 297222.3930277 Edm = 0.0482132 NCalls = 969 -VariableMetric: Iteration # 153 - FCN = 297222.2500518 Edm = 0.0420517 NCalls = 972 -VariableMetric: Iteration # 154 - FCN = 297222.1807651 Edm = 0.0155712 NCalls = 974 -VariableMetric: Iteration # 155 - FCN = 297222.1618742 Edm = 0.0108784 NCalls = 976 -VariableMetric: Iteration # 156 - FCN = 297222.1411976 Edm = 0.00999644 NCalls = 978 -VariableMetric: Iteration # 157 - FCN = 297222.1194299 Edm = 0.0100918 NCalls = 980 -VariableMetric: Iteration # 158 - FCN = 297222.0979761 Edm = 0.00368904 NCalls = 982 -VariableMetric: Iteration # 159 - FCN = 297222.0845724 Edm = 0.00816385 NCalls = 984 -VariableMetric: Iteration # 160 - FCN = 297222.049073 Edm = 0.00736327 NCalls = 986 -VariableMetric: Iteration # 161 - FCN = 297222.0372877 Edm = 0.00257144 NCalls = 988 -VariableMetric: Iteration # 162 - FCN = 297222.0307037 Edm = 0.00218413 NCalls = 990 -VariableMetric: Iteration # 163 - FCN = 297222.024716 Edm = 0.00206846 NCalls = 992 -VariableMetric: Iteration # 164 - FCN = 297222.0198448 Edm = 0.000851532 NCalls = 994 -VariableMetric: Iteration # 165 - FCN = 297222.0177159 Edm = 0.000873423 NCalls = 996 -VariableMetric: Iteration # 166 - FCN = 297222.0129531 Edm = 0.000584944 NCalls = 999 -VariableMetric: Iteration # 167 - FCN = 297222.0117409 Edm = 0.000430792 NCalls = 1001 -VariableMetric: Iteration # 168 - FCN = 297222.0092609 Edm = 0.000410652 NCalls = 1004 -VariableMetric: Iteration # 169 - FCN = 297222.0085588 Edm = 0.000165334 NCalls = 1006 -VariableMetric: Iteration # 170 - FCN = 297222.0068798 Edm = 0.00140065 NCalls = 1009 -VariableMetric: Iteration # 171 - FCN = 297221.9937596 Edm = 0.00301362 NCalls = 1012 -VariableMetric: Iteration # 172 - FCN = 297221.9874491 Edm = 0.00202998 NCalls = 1014 -VariableMetric: Iteration # 173 - FCN = 297221.9755183 Edm = 0.00212929 NCalls = 1017 -VariableMetric: Iteration # 174 - FCN = 297221.9727431 Edm = 0.00027696 NCalls = 1019 -VariableMetric: Iteration # 175 - FCN = 297221.9715553 Edm = 0.000395834 NCalls = 1021 -VariableMetric: Iteration # 176 - FCN = 297221.9708434 Edm = 1.18411e-05 NCalls = 1023 -VariableMetric: After Hessian - FCN = 297221.9708434 Edm = 7.061e-05 NCalls = 1516 -VariableMetric: Iteration # 177 - FCN = 297221.9708434 Edm = 7.061e-05 NCalls = 1516 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 340609.1752605 Edm = 1539.4 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 340609.1752605 Edm = 1539.4 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 308140.3593519 Edm = 38.6956 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 302899.7867375 Edm = 1377.9 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 302827.4748247 Edm = 96.455 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 302743.1212546 Edm = 56.7063 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298860.6141147 Edm = 140.579 NCalls = 36 -VariableMetric: Iteration # 6 - FCN = 298645.525224 Edm = 336.302 NCalls = 39 -VariableMetric: Iteration # 7 - FCN = 298388.7669186 Edm = 6.45963 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298380.088989 Edm = 1.12489 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298378.665119 Edm = 1.11004 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 298039.1534536 Edm = 95.2009 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 297889.2341757 Edm = 13.1333 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 297880.3241459 Edm = 0.129115 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297880.1131286 Edm = 0.0944071 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297877.1328534 Edm = 3.01654 NCalls = 66 -VariableMetric: Iteration # 15 - FCN = 297842.6423267 Edm = 24.0379 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297762.3904786 Edm = 1.32353 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297761.0956002 Edm = 0.0600246 NCalls = 76 -VariableMetric: Iteration # 18 - FCN = 297760.8225879 Edm = 0.239016 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297755.8403589 Edm = 4.82825 NCalls = 83 -VariableMetric: Iteration # 20 - FCN = 297645.4029257 Edm = 8.99793 NCalls = 88 -VariableMetric: Iteration # 21 - FCN = 297635.9516672 Edm = 0.973994 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297635.2188257 Edm = 0.181243 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297635.0316 Edm = 0.129881 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297632.4528048 Edm = 3.57927 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297615.8862726 Edm = 3.06827 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297609.9668243 Edm = 0.453644 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297609.3016568 Edm = 0.0637292 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297609.1815607 Edm = 0.0217293 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297609.1011385 Edm = 0.0522875 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297607.0592513 Edm = 1.75283 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297492.6039919 Edm = 11.824 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297479.4814729 Edm = 13.8687 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297471.8508325 Edm = 1.81401 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297463.5977063 Edm = 4.36471 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297452.5708671 Edm = 10.4816 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297442.229021 Edm = 9.76054 NCalls = 140 -VariableMetric: Iteration # 37 - FCN = 297433.1443079 Edm = 2.34333 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297431.1010886 Edm = 6.18316 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297427.2146209 Edm = 2.17712 NCalls = 150 -VariableMetric: Iteration # 40 - FCN = 297421.4642434 Edm = 1.55507 NCalls = 153 -VariableMetric: Iteration # 41 - FCN = 297419.3555594 Edm = 0.643834 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297418.4997633 Edm = 0.422959 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297418.2458148 Edm = 0.133541 NCalls = 159 -VariableMetric: Iteration # 44 - FCN = 297418.0134703 Edm = 0.0498177 NCalls = 161 -VariableMetric: Iteration # 45 - FCN = 297417.358967 Edm = 0.427319 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297403.1651989 Edm = 7.86863 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297386.1292224 Edm = 8.03119 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297373.0479769 Edm = 22.3193 NCalls = 178 -VariableMetric: Iteration # 49 - FCN = 297369.262539 Edm = 3.29694 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297364.4366542 Edm = 1.58935 NCalls = 183 -VariableMetric: Iteration # 51 - FCN = 297360.9008956 Edm = 1.10221 NCalls = 185 -VariableMetric: Iteration # 52 - FCN = 297356.0439517 Edm = 3.59733 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297354.6091059 Edm = 3.715 NCalls = 194 -VariableMetric: Iteration # 54 - FCN = 297350.2877068 Edm = 4.54772 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297347.2423424 Edm = 1.71667 NCalls = 200 -VariableMetric: Iteration # 56 - FCN = 297345.2346113 Edm = 0.559983 NCalls = 203 -VariableMetric: Iteration # 57 - FCN = 297343.8463151 Edm = 0.729594 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297341.0005881 Edm = 2.03866 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297333.1087594 Edm = 39.0343 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297326.7166826 Edm = 10.9455 NCalls = 218 -VariableMetric: Iteration # 61 - FCN = 297320.2467433 Edm = 2.10689 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297317.6491983 Edm = 0.765777 NCalls = 224 -VariableMetric: Iteration # 63 - FCN = 297317.3624057 Edm = 0.13073 NCalls = 226 -VariableMetric: Iteration # 64 - FCN = 297317.1879501 Edm = 0.0331959 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297317.1168604 Edm = 0.0227631 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297316.8333143 Edm = 0.230316 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297314.9657132 Edm = 1.62499 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297310.372645 Edm = 5.74498 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297300.3049791 Edm = 7.67653 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297270.738347 Edm = 5.97973 NCalls = 250 -VariableMetric: Iteration # 71 - FCN = 297264.5659145 Edm = 5.41315 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297258.9569018 Edm = 2.30545 NCalls = 254 -VariableMetric: Iteration # 73 - FCN = 297254.0135267 Edm = 2.12837 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297250.3048783 Edm = 3.38313 NCalls = 260 -VariableMetric: Iteration # 75 - FCN = 297246.8646889 Edm = 2.4732 NCalls = 263 -VariableMetric: Iteration # 76 - FCN = 297244.2987613 Edm = 1.27595 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297243.0564032 Edm = 0.632543 NCalls = 268 -VariableMetric: Iteration # 78 - FCN = 297242.4620506 Edm = 0.303371 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297242.0287673 Edm = 0.0629591 NCalls = 271 -VariableMetric: Iteration # 80 - FCN = 297241.9192886 Edm = 0.0179678 NCalls = 273 -VariableMetric: Iteration # 81 - FCN = 297241.8551155 Edm = 0.0127403 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297241.8299196 Edm = 0.00115387 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297241.8286199 Edm = 0.000662945 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297241.8256197 Edm = 0.00209372 NCalls = 282 -VariableMetric: Iteration # 85 - FCN = 297241.7769151 Edm = 0.0429191 NCalls = 286 -VariableMetric: Iteration # 86 - FCN = 297239.5876913 Edm = 0.963089 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297235.0937414 Edm = 0.692749 NCalls = 295 -VariableMetric: Iteration # 88 - FCN = 297234.2216715 Edm = 0.0417731 NCalls = 297 -VariableMetric: Iteration # 89 - FCN = 297234.1708282 Edm = 0.0367048 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297234.1512065 Edm = 0.00977555 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297234.1403816 Edm = 0.000762405 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297234.1394736 Edm = 0.000194766 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297234.1356659 Edm = 0.00386181 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297233.8740091 Edm = 0.0312153 NCalls = 315 -VariableMetric: Iteration # 95 - FCN = 297231.5571042 Edm = 0.703226 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 297229.9707354 Edm = 0.916873 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297229.4162808 Edm = 0.215389 NCalls = 324 -VariableMetric: Iteration # 98 - FCN = 297229.1875143 Edm = 0.0127473 NCalls = 327 -VariableMetric: Iteration # 99 - FCN = 297229.1755835 Edm = 0.00034231 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297229.1749459 Edm = 0.000225963 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297229.1732868 Edm = 0.000942695 NCalls = 333 -VariableMetric: Iteration # 102 - FCN = 297229.1643518 Edm = 0.0051935 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297229.0693645 Edm = 0.0828978 NCalls = 340 -VariableMetric: Iteration # 104 - FCN = 297228.1060626 Edm = 0.100626 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297228.0345592 Edm = 0.00507403 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297228.0299358 Edm = 0.0002256 NCalls = 346 -VariableMetric: Iteration # 107 - FCN = 297228.0296225 Edm = 4.65451e-05 NCalls = 348 -VariableMetric: After Hessian - FCN = 297228.0296225 Edm = 4.37591 NCalls = 827 -VariableMetric: Iteration # 108 - FCN = 297228.0296225 Edm = 4.37591 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297222.2272797 Edm = 0.701167 NCalls = 829 -VariableMetric: Iteration # 110 - FCN = 297221.5943072 Edm = 0.715467 NCalls = 831 -VariableMetric: Iteration # 111 - FCN = 297221.5025914 Edm = 0.39009 NCalls = 833 -VariableMetric: Iteration # 112 - FCN = 297221.3879341 Edm = 0.0559161 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297221.2673909 Edm = 0.0451134 NCalls = 838 -VariableMetric: Iteration # 114 - FCN = 297221.1270927 Edm = 0.308973 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297220.4751632 Edm = 13.0562 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297220.4109601 Edm = 0.514112 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297219.8938531 Edm = 0.563252 NCalls = 858 -VariableMetric: Iteration # 118 - FCN = 297219.6461409 Edm = 0.253362 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297219.4050906 Edm = 0.206151 NCalls = 863 -VariableMetric: Iteration # 120 - FCN = 297219.236662 Edm = 0.184955 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297218.8647856 Edm = 0.222281 NCalls = 870 -VariableMetric: Iteration # 122 - FCN = 297218.6383124 Edm = 0.957544 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297216.6974369 Edm = 28.6297 NCalls = 877 -VariableMetric: Iteration # 124 - FCN = 297216.3624215 Edm = 2.25985 NCalls = 880 -VariableMetric: Iteration # 125 - FCN = 297212.3369572 Edm = 7.96088 NCalls = 885 -VariableMetric: Iteration # 126 - FCN = 297212.1548244 Edm = 0.420279 NCalls = 887 -VariableMetric: Iteration # 127 - FCN = 297211.298806 Edm = 1.98473 NCalls = 890 -VariableMetric: Iteration # 128 - FCN = 297208.5692598 Edm = 2.221 NCalls = 894 -VariableMetric: Iteration # 129 - FCN = 297205.2513985 Edm = 2.64431 NCalls = 897 -VariableMetric: Iteration # 130 - FCN = 297203.0634794 Edm = 1.91164 NCalls = 899 -VariableMetric: Iteration # 131 - FCN = 297201.5916128 Edm = 0.52132 NCalls = 902 -VariableMetric: Iteration # 132 - FCN = 297201.2233467 Edm = 0.171452 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297201.0834855 Edm = 0.0297014 NCalls = 906 -VariableMetric: Iteration # 134 - FCN = 297201.0338897 Edm = 0.0117672 NCalls = 908 -VariableMetric: Iteration # 135 - FCN = 297201.0181131 Edm = 0.00280917 NCalls = 910 -VariableMetric: Iteration # 136 - FCN = 297201.0138167 Edm = 0.00139435 NCalls = 912 -VariableMetric: Iteration # 137 - FCN = 297201.0122648 Edm = 0.000540177 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297201.011631 Edm = 9.5119e-05 NCalls = 916 -VariableMetric: Iteration # 139 - FCN = 297201.0114432 Edm = 3.53132e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297201.0114432 Edm = 0.000567443 NCalls = 1405 -VariableMetric: Iteration # 140 - FCN = 297201.0114432 Edm = 0.000567443 NCalls = 1405 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 336544.3542651 Edm = 218.124 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 336544.3542651 Edm = 218.124 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 336432.4966726 Edm = 50.6449 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 334172.4387508 Edm = 2724.59 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 314457.1064534 Edm = 273.781 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 314169.3295387 Edm = 4110.75 NCalls = 17 -VariableMetric: Iteration # 5 - FCN = 302845.7597764 Edm = 183.69 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 299174.0273967 Edm = 16.705 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 299143.9313862 Edm = 53.4469 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298530.0075858 Edm = 33.6778 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298497.189166 Edm = 2.42112 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298492.6256848 Edm = 0.938158 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298474.1427085 Edm = 20.0545 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 298432.643905 Edm = 36.895 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 298047.4869524 Edm = 0.819474 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 298046.7266894 Edm = 0.0475557 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 298046.4675354 Edm = 0.193611 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 298038.6243097 Edm = 11.4211 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 298030.916354 Edm = 7.00695 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297852.2718982 Edm = 0.735345 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297851.1223467 Edm = 0.0639054 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297851.008492 Edm = 0.0400943 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297850.82519 Edm = 0.139411 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297799.0738732 Edm = 31.0012 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297697.7007421 Edm = 9.50247 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297686.8795158 Edm = 0.691938 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297685.9166663 Edm = 0.0117212 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297685.8826069 Edm = 0.0214586 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297652.8828713 Edm = 5.74309 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297636.54505 Edm = 7.75029 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297623.1220698 Edm = 5.85318 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297619.9044188 Edm = 2.05954 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297617.4140347 Edm = 0.762779 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297615.5685319 Edm = 0.808913 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297614.7262917 Edm = 0.776615 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297613.1810539 Edm = 1.16638 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297609.7629368 Edm = 4.14458 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297609.7208611 Edm = 0.167033 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297608.4810893 Edm = 0.967483 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297606.1489559 Edm = 1.5818 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297600.4245129 Edm = 1.7038 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297597.0765885 Edm = 0.830642 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297596.4979199 Edm = 0.254077 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297596.2749649 Edm = 0.0284756 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297596.2556618 Edm = 0.00225301 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297596.2500499 Edm = 0.0021943 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297596.130506 Edm = 0.0531696 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297595.8472986 Edm = 0.198701 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297588.3338298 Edm = 4.73939 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297588.1237941 Edm = 0.590656 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297584.4662919 Edm = 3.77655 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297572.6870323 Edm = 2.61847 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297568.8810459 Edm = 3.64839 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297567.2940109 Edm = 1.39123 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297565.4221772 Edm = 0.249686 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297565.1539283 Edm = 0.0683371 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297565.1056334 Edm = 0.00673034 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297565.0987473 Edm = 0.00251471 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297565.0176553 Edm = 0.0707174 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297563.2987353 Edm = 1.39663 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297559.8035139 Edm = 1.05374 NCalls = 193 -VariableMetric: Iteration # 60 - FCN = 297558.6610503 Edm = 0.214458 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297558.4077136 Edm = 0.0683606 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297558.3482638 Edm = 0.00829916 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297558.3398716 Edm = 0.000744748 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297558.3387803 Edm = 0.000526349 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297558.3173359 Edm = 0.0192472 NCalls = 206 -VariableMetric: Iteration # 66 - FCN = 297557.1658781 Edm = 0.596127 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297556.0058763 Edm = 0.0926406 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297555.8908781 Edm = 0.00919108 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297555.879281 Edm = 0.00063423 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297555.8785115 Edm = 0.000258659 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297555.8765569 Edm = 0.0019094 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297555.7632313 Edm = 0.107245 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297553.3316249 Edm = 0.365047 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297552.8906603 Edm = 0.0304699 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297552.8558971 Edm = 0.00256973 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297552.8528607 Edm = 0.000328462 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297552.8525195 Edm = 9.53847e-05 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297552.8520827 Edm = 0.000353853 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297552.8315621 Edm = 0.019453 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297552.0829075 Edm = 0.314903 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297551.5341933 Edm = 0.0609829 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297551.4762921 Edm = 0.00185887 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297551.4742308 Edm = 0.000120526 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297551.4740325 Edm = 5.26438e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297551.4740325 Edm = 25.1609 NCalls = 740 -VariableMetric: Iteration # 85 - FCN = 297551.4740325 Edm = 25.1609 NCalls = 740 -VariableMetric: Iteration # 86 - FCN = 297550.513813 Edm = 18.9941 NCalls = 743 -VariableMetric: Iteration # 87 - FCN = 297548.3792929 Edm = 4.28839 NCalls = 745 -VariableMetric: Iteration # 88 - FCN = 297547.3954412 Edm = 1.42429 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297546.6267136 Edm = 1.10508 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297546.1872419 Edm = 0.146196 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297546.1081946 Edm = 0.0749034 NCalls = 753 -VariableMetric: Iteration # 92 - FCN = 297546.0713495 Edm = 0.0323837 NCalls = 755 -VariableMetric: Iteration # 93 - FCN = 297546.0435946 Edm = 0.0106213 NCalls = 757 -VariableMetric: Iteration # 94 - FCN = 297546.0290807 Edm = 0.00279243 NCalls = 759 -VariableMetric: Iteration # 95 - FCN = 297546.0262441 Edm = 0.00126101 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297546.0231856 Edm = 0.000687055 NCalls = 762 -VariableMetric: Iteration # 97 - FCN = 297546.0223499 Edm = 2.66948e-05 NCalls = 764 -VariableMetric: After Hessian - FCN = 297546.0223499 Edm = 4.80673e-05 NCalls = 1247 -VariableMetric: Iteration # 98 - FCN = 297546.0223499 Edm = 4.80673e-05 NCalls = 1247 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301874.1446133 Edm = 80.0514 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301874.1446133 Edm = 80.0514 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300869.8389264 Edm = 6.89771 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 300856.780579 Edm = 14.5451 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298722.9770104 Edm = 0.991195 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298714.0364916 Edm = 4.39617 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298689.4598958 Edm = 2.1713 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298507.2810128 Edm = 87.783 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298331.039482 Edm = 143.73 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298170.9873799 Edm = 27.4308 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 298140.5909741 Edm = 2.31031 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298139.4166788 Edm = 0.132937 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 298139.1776558 Edm = 0.109856 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 298130.6040006 Edm = 7.64246 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297995.4962024 Edm = 8.73516 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297985.2261525 Edm = 1.10071 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297984.2679735 Edm = 0.101341 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297984.1466376 Edm = 0.0367536 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297973.2443539 Edm = 11.3784 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297973.0586453 Edm = 0.153947 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297929.9790367 Edm = 5.20782 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297828.4610416 Edm = 4.22814 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297822.8285264 Edm = 0.387067 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297822.2269578 Edm = 0.0530057 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297822.0938723 Edm = 0.0180983 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297821.9837055 Edm = 0.0902521 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297818.0700635 Edm = 1.67381 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297800.8717499 Edm = 11.2589 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297776.5575369 Edm = 8.39692 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297741.5247623 Edm = 21.8273 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297685.1867491 Edm = 24.1346 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297673.6333034 Edm = 28.1799 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297653.7558398 Edm = 3.39157 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297651.0975331 Edm = 3.49029 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297649.6452247 Edm = 0.0990833 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297649.5405442 Edm = 0.0173088 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297649.4546854 Edm = 0.0771783 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297647.4819404 Edm = 1.0577 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297640.7309846 Edm = 1.07878 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297639.7719269 Edm = 0.0989767 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297639.6991277 Edm = 0.00514431 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297639.6900309 Edm = 0.00545448 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297639.6046489 Edm = 0.0665726 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 297636.4371447 Edm = 1.7819 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297625.5934483 Edm = 4.67194 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297613.9089534 Edm = 22.6677 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297593.2310069 Edm = 13.0766 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297582.8023741 Edm = 26.0213 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297577.9235025 Edm = 2.80979 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297576.1434601 Edm = 0.279819 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297575.9356736 Edm = 0.0784576 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297575.9106765 Edm = 0.00362397 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297575.9006138 Edm = 0.00324427 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297575.8940956 Edm = 0.00408862 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297575.8880277 Edm = 0.00457957 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297575.1138284 Edm = 0.673315 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297565.6827447 Edm = 3.01968 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297562.7172122 Edm = 0.672249 NCalls = 190 -VariableMetric: Iteration # 57 - FCN = 297562.1823123 Edm = 0.265045 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297561.9434334 Edm = 0.0317637 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297561.8999642 Edm = 0.00554567 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297561.8945013 Edm = 0.0020906 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 297561.8900492 Edm = 0.00381555 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297561.7952398 Edm = 0.113563 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297561.5229099 Edm = 0.260819 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297531.044298 Edm = 4.89095 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297528.3561391 Edm = 1.39538 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297526.3321896 Edm = 0.492669 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297525.6197273 Edm = 0.104782 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297525.4831312 Edm = 0.0180592 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297525.4622799 Edm = 0.00424482 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297525.4520856 Edm = 0.00483949 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297525.4411684 Edm = 0.00555196 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297525.4170172 Edm = 0.011774 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297525.3288458 Edm = 0.0706149 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297522.6732689 Edm = 2.14432 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297514.1110485 Edm = 1.36792 NCalls = 241 -VariableMetric: Iteration # 76 - FCN = 297512.9405455 Edm = 0.237092 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297512.701178 Edm = 0.0647768 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297512.6017721 Edm = 0.0120988 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297512.5863443 Edm = 0.00395354 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297512.5809561 Edm = 0.00136574 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297512.5790022 Edm = 0.000281045 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297512.5786723 Edm = 6.22785e-05 NCalls = 255 -VariableMetric: After Hessian - FCN = 297512.5786723 Edm = 237.325 NCalls = 734 -VariableMetric: Iteration # 83 - FCN = 297512.5786723 Edm = 237.325 NCalls = 734 -VariableMetric: Iteration # 84 - FCN = 297511.7085727 Edm = 141.026 NCalls = 739 -VariableMetric: Iteration # 85 - FCN = 297506.6735795 Edm = 0.575963 NCalls = 749 -VariableMetric: Iteration # 86 - FCN = 297506.242025 Edm = 1.13728 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297504.1262471 Edm = 0.641017 NCalls = 755 -VariableMetric: Iteration # 88 - FCN = 297502.4012384 Edm = 2.69055 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297501.8181235 Edm = 1.76074 NCalls = 760 -VariableMetric: Iteration # 90 - FCN = 297501.2618167 Edm = 1.21425 NCalls = 763 -VariableMetric: Iteration # 91 - FCN = 297499.8639033 Edm = 1.0506 NCalls = 765 -VariableMetric: Iteration # 92 - FCN = 297498.3091826 Edm = 0.416729 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297497.8692207 Edm = 0.134225 NCalls = 770 -VariableMetric: Iteration # 94 - FCN = 297497.7806779 Edm = 0.0798953 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297497.6043106 Edm = 0.114224 NCalls = 774 -VariableMetric: Iteration # 96 - FCN = 297497.4886614 Edm = 0.0175453 NCalls = 776 -VariableMetric: Iteration # 97 - FCN = 297497.426557 Edm = 0.0379878 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297497.3524167 Edm = 0.0154089 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297497.2925081 Edm = 0.0295533 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297497.2321271 Edm = 0.0166435 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297497.2046043 Edm = 0.0115521 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297497.1656318 Edm = 0.013749 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297497.0188671 Edm = 0.117903 NCalls = 792 -VariableMetric: Iteration # 104 - FCN = 297496.8516518 Edm = 0.446037 NCalls = 796 -VariableMetric: Iteration # 105 - FCN = 297496.8248445 Edm = 0.0554897 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297496.2207363 Edm = 0.431551 NCalls = 804 -VariableMetric: Iteration # 107 - FCN = 297495.6849217 Edm = 1.33036 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297495.4977347 Edm = 0.102824 NCalls = 809 -VariableMetric: Iteration # 109 - FCN = 297495.4136102 Edm = 0.0521066 NCalls = 810 -VariableMetric: Iteration # 110 - FCN = 297495.3108135 Edm = 0.0576059 NCalls = 812 -VariableMetric: Iteration # 111 - FCN = 297495.1952977 Edm = 0.0206278 NCalls = 814 -VariableMetric: Iteration # 112 - FCN = 297495.1292099 Edm = 0.0452693 NCalls = 816 -VariableMetric: Iteration # 113 - FCN = 297495.0575656 Edm = 0.0175708 NCalls = 818 -VariableMetric: Iteration # 114 - FCN = 297495.0263976 Edm = 0.0100551 NCalls = 820 -VariableMetric: Iteration # 115 - FCN = 297494.9762866 Edm = 0.011015 NCalls = 822 -VariableMetric: Iteration # 116 - FCN = 297494.9490903 Edm = 0.0101344 NCalls = 824 -VariableMetric: Iteration # 117 - FCN = 297494.8997965 Edm = 0.0132234 NCalls = 826 -VariableMetric: Iteration # 118 - FCN = 297494.8700668 Edm = 0.0124703 NCalls = 828 -VariableMetric: Iteration # 119 - FCN = 297494.7324202 Edm = 0.0506567 NCalls = 831 -VariableMetric: Iteration # 120 - FCN = 297494.6372232 Edm = 0.00856792 NCalls = 833 -VariableMetric: Iteration # 121 - FCN = 297494.595249 Edm = 0.0287036 NCalls = 835 -VariableMetric: Iteration # 122 - FCN = 297494.4394651 Edm = 0.030234 NCalls = 838 -VariableMetric: Iteration # 123 - FCN = 297494.3924226 Edm = 0.0103455 NCalls = 840 -VariableMetric: Iteration # 124 - FCN = 297494.3572659 Edm = 0.00945996 NCalls = 842 -VariableMetric: Iteration # 125 - FCN = 297494.3401507 Edm = 0.0029052 NCalls = 844 -VariableMetric: Iteration # 126 - FCN = 297494.3361684 Edm = 0.00200222 NCalls = 846 -VariableMetric: Iteration # 127 - FCN = 297494.3230907 Edm = 0.00819693 NCalls = 849 -VariableMetric: Iteration # 128 - FCN = 297494.3012815 Edm = 0.00157131 NCalls = 851 -VariableMetric: Iteration # 129 - FCN = 297494.2990058 Edm = 0.000716055 NCalls = 853 -VariableMetric: Iteration # 130 - FCN = 297494.2908253 Edm = 0.00275705 NCalls = 857 -VariableMetric: Iteration # 131 - FCN = 297494.2864108 Edm = 0.000488693 NCalls = 859 -VariableMetric: Iteration # 132 - FCN = 297494.2849654 Edm = 0.000703145 NCalls = 861 -VariableMetric: Iteration # 133 - FCN = 297494.2830941 Edm = 0.000206506 NCalls = 863 -VariableMetric: Iteration # 134 - FCN = 297494.2828055 Edm = 1.79465e-05 NCalls = 865 -VariableMetric: After Hessian - FCN = 297494.2828055 Edm = 0.000176549 NCalls = 1354 -VariableMetric: Iteration # 135 - FCN = 297494.2828055 Edm = 0.000176549 NCalls = 1354 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310027.2988791 Edm = 23.771 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310027.2988791 Edm = 23.771 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304984.3357739 Edm = 17.3604 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 304953.9232118 Edm = 18.4953 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 304868.337844 Edm = 75.5609 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302012.9989139 Edm = 157.028 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297983.1108381 Edm = 24.6329 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297924.4348789 Edm = 33.412 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 297916.5095815 Edm = 0.424742 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 297915.4651298 Edm = 0.610408 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297902.8940476 Edm = 8.58322 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297829.0029909 Edm = 0.149113 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297828.7287379 Edm = 0.0184465 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297828.4954761 Edm = 0.270755 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297820.2885302 Edm = 8.05257 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297820.1534146 Edm = 0.104198 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297806.3817108 Edm = 10.8717 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297674.7197523 Edm = 4.28097 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297668.7866785 Edm = 0.091592 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297668.6879994 Edm = 0.00959171 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297668.6064223 Edm = 0.0740015 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297653.3895053 Edm = 0.740813 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297599.28323 Edm = 5.72285 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297589.7651503 Edm = 0.422313 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297588.9302341 Edm = 0.05424 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297588.8314453 Edm = 0.0141973 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297588.6890064 Edm = 0.0941316 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297503.7110846 Edm = 7.84728 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297499.9120603 Edm = 44.0319 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297454.182057 Edm = 15.8383 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297430.3770954 Edm = 3.69928 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297424.7841566 Edm = 1.97618 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297420.210467 Edm = 0.621258 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297419.4537476 Edm = 0.244264 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297419.1515027 Edm = 0.0998413 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297418.3057791 Edm = 0.558485 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297413.1855483 Edm = 4.19188 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297406.6515587 Edm = 4.29032 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297388.2947998 Edm = 17.5939 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297372.6989121 Edm = 6.7592 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297360.7119957 Edm = 1.20523 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297358.9270422 Edm = 1.20502 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297336.4926717 Edm = 26.9021 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297335.04119 Edm = 19.782 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297315.6022382 Edm = 7.85127 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297306.1525261 Edm = 1.22859 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297304.7293981 Edm = 0.116262 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297304.62538 Edm = 0.00982483 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297304.6125881 Edm = 0.00460752 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297304.5715387 Edm = 0.0245695 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297303.7734091 Edm = 0.764152 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297299.5111095 Edm = 3.15152 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297280.9297066 Edm = 0.234033 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297280.6811147 Edm = 0.00318435 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297280.6759937 Edm = 0.000694206 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297280.6711453 Edm = 0.00435026 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297279.6267185 Edm = 0.0865306 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297276.4424543 Edm = 0.417117 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297275.7981301 Edm = 0.0240968 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297275.7751278 Edm = 0.000477535 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297275.7740611 Edm = 0.000603069 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297275.7257993 Edm = 0.0537723 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297275.4121686 Edm = 0.19981 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297270.0681332 Edm = 3.35643 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297263.0421945 Edm = 1.91334 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297262.019542 Edm = 1.13051 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297260.9817324 Edm = 0.753965 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297257.343212 Edm = 2.3478 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297254.9932942 Edm = 2.32129 NCalls = 231 -VariableMetric: Iteration # 68 - FCN = 297254.1573777 Edm = 0.47295 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297253.7204073 Edm = 0.104921 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297253.5812165 Edm = 0.0412653 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297253.5420303 Edm = 0.0051649 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297253.5359635 Edm = 0.00109318 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297253.5334583 Edm = 0.000775002 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297253.5278889 Edm = 0.00414602 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297253.3986932 Edm = 0.129993 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297252.7036387 Edm = 0.620591 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297243.1466953 Edm = 2.02597 NCalls = 261 -VariableMetric: Iteration # 78 - FCN = 297239.7124018 Edm = 1.52235 NCalls = 263 -VariableMetric: Iteration # 79 - FCN = 297238.7844739 Edm = 0.638117 NCalls = 265 -VariableMetric: Iteration # 80 - FCN = 297238.3292887 Edm = 0.0777554 NCalls = 267 -VariableMetric: Iteration # 81 - FCN = 297238.2941215 Edm = 0.00687899 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297238.2876709 Edm = 0.000307005 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297238.2869437 Edm = 0.000406658 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297238.2798074 Edm = 0.00708911 NCalls = 276 -VariableMetric: Iteration # 85 - FCN = 297238.0735507 Edm = 0.181309 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 297235.4266728 Edm = 0.897641 NCalls = 288 -VariableMetric: Iteration # 87 - FCN = 297234.3995309 Edm = 0.186208 NCalls = 290 -VariableMetric: Iteration # 88 - FCN = 297234.2616287 Edm = 0.0383245 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297234.2150333 Edm = 0.00567083 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297234.2093571 Edm = 0.000514851 NCalls = 294 -VariableMetric: Iteration # 91 - FCN = 297234.2087451 Edm = 9.12687e-05 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297234.2082343 Edm = 0.000428983 NCalls = 299 -VariableMetric: Iteration # 93 - FCN = 297234.1932235 Edm = 0.0153832 NCalls = 305 -VariableMetric: Iteration # 94 - FCN = 297234.0581311 Edm = 0.0113789 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297233.279173 Edm = 0.178476 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297232.8679609 Edm = 0.00946789 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297232.8589243 Edm = 0.000952174 NCalls = 319 -VariableMetric: Iteration # 98 - FCN = 297232.8580988 Edm = 0.000218975 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297232.8564836 Edm = 0.00122555 NCalls = 324 -VariableMetric: Iteration # 100 - FCN = 297232.8235729 Edm = 0.0341454 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297232.5886819 Edm = 0.225631 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297230.6709816 Edm = 0.455834 NCalls = 339 -VariableMetric: Iteration # 103 - FCN = 297230.0728106 Edm = 0.0987545 NCalls = 341 -VariableMetric: Iteration # 104 - FCN = 297229.9447698 Edm = 0.0422943 NCalls = 343 -VariableMetric: Iteration # 105 - FCN = 297229.8549243 Edm = 0.0909755 NCalls = 345 -VariableMetric: Iteration # 106 - FCN = 297229.8262239 Edm = 0.0244455 NCalls = 348 -VariableMetric: Iteration # 107 - FCN = 297229.7990412 Edm = 0.00187777 NCalls = 350 -VariableMetric: Iteration # 108 - FCN = 297229.7964954 Edm = 0.000142648 NCalls = 352 -VariableMetric: Iteration # 109 - FCN = 297229.7962583 Edm = 8.81506e-05 NCalls = 354 -VariableMetric: Iteration # 110 - FCN = 297229.793324 Edm = 0.00354146 NCalls = 358 -VariableMetric: Iteration # 111 - FCN = 297229.7885074 Edm = 0.0045826 NCalls = 363 -VariableMetric: Iteration # 112 - FCN = 297228.6355843 Edm = 0.577562 NCalls = 369 -VariableMetric: Iteration # 113 - FCN = 297227.8741337 Edm = 0.278177 NCalls = 372 -VariableMetric: Iteration # 114 - FCN = 297227.7942947 Edm = 0.0169589 NCalls = 374 -VariableMetric: Iteration # 115 - FCN = 297227.7718989 Edm = 0.00426877 NCalls = 376 -VariableMetric: Iteration # 116 - FCN = 297227.7650868 Edm = 0.00130832 NCalls = 378 -VariableMetric: Iteration # 117 - FCN = 297227.7635512 Edm = 0.000130982 NCalls = 380 -VariableMetric: Iteration # 118 - FCN = 297227.763352 Edm = 6.52415e-05 NCalls = 382 -VariableMetric: After Hessian - FCN = 297227.763352 Edm = 166.556 NCalls = 861 -VariableMetric: Iteration # 119 - FCN = 297227.763352 Edm = 166.556 NCalls = 861 -VariableMetric: Iteration # 120 - FCN = 297227.6502304 Edm = 1.68307 NCalls = 866 -VariableMetric: Iteration # 121 - FCN = 297226.454663 Edm = 0.573329 NCalls = 869 -VariableMetric: Iteration # 122 - FCN = 297226.3419819 Edm = 0.255149 NCalls = 871 -VariableMetric: Iteration # 123 - FCN = 297225.9877684 Edm = 0.0869301 NCalls = 874 -VariableMetric: Iteration # 124 - FCN = 297225.8190405 Edm = 0.114105 NCalls = 877 -VariableMetric: Iteration # 125 - FCN = 297225.7111359 Edm = 0.0669717 NCalls = 880 -VariableMetric: Iteration # 126 - FCN = 297225.5892984 Edm = 0.0285429 NCalls = 884 -VariableMetric: Iteration # 127 - FCN = 297225.5421949 Edm = 0.034061 NCalls = 886 -VariableMetric: Iteration # 128 - FCN = 297225.5159933 Edm = 0.0175123 NCalls = 888 -VariableMetric: Iteration # 129 - FCN = 297225.4765049 Edm = 0.0152045 NCalls = 891 -VariableMetric: Iteration # 130 - FCN = 297225.4013982 Edm = 0.0367357 NCalls = 893 -VariableMetric: Iteration # 131 - FCN = 297225.2878845 Edm = 0.111939 NCalls = 896 -VariableMetric: Iteration # 132 - FCN = 297225.1995068 Edm = 0.0879533 NCalls = 899 -VariableMetric: Iteration # 133 - FCN = 297225.0076957 Edm = 0.307394 NCalls = 903 -VariableMetric: Iteration # 134 - FCN = 297224.8680163 Edm = 0.225807 NCalls = 907 -VariableMetric: Iteration # 135 - FCN = 297224.3624924 Edm = 0.363351 NCalls = 914 -VariableMetric: Iteration # 136 - FCN = 297224.0014797 Edm = 1.03974 NCalls = 919 -VariableMetric: Iteration # 137 - FCN = 297223.728059 Edm = 0.820517 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297223.6295906 Edm = 0.137575 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297223.4405192 Edm = 0.314075 NCalls = 929 -VariableMetric: Iteration # 140 - FCN = 297221.7319883 Edm = 1.43006 NCalls = 934 -VariableMetric: Iteration # 141 - FCN = 297221.2476207 Edm = 0.870076 NCalls = 936 -VariableMetric: Iteration # 142 - FCN = 297220.2965784 Edm = 1.09637 NCalls = 939 -VariableMetric: Iteration # 143 - FCN = 297219.9215688 Edm = 1.1204 NCalls = 941 -VariableMetric: Iteration # 144 - FCN = 297219.0376852 Edm = 0.435417 NCalls = 946 -VariableMetric: Iteration # 145 - FCN = 297218.6834652 Edm = 0.275125 NCalls = 948 -VariableMetric: Iteration # 146 - FCN = 297218.4043278 Edm = 0.179353 NCalls = 951 -VariableMetric: Iteration # 147 - FCN = 297218.2406776 Edm = 0.163534 NCalls = 953 -VariableMetric: Iteration # 148 - FCN = 297217.6869236 Edm = 0.299814 NCalls = 959 -VariableMetric: Iteration # 149 - FCN = 297217.0370429 Edm = 1.15886 NCalls = 962 -VariableMetric: Iteration # 150 - FCN = 297216.374326 Edm = 0.961621 NCalls = 965 -VariableMetric: Iteration # 151 - FCN = 297215.1636765 Edm = 1.22382 NCalls = 968 -VariableMetric: Iteration # 152 - FCN = 297215.0223423 Edm = 4.31899 NCalls = 970 -VariableMetric: Iteration # 153 - FCN = 297214.0851542 Edm = 0.578937 NCalls = 972 -VariableMetric: Iteration # 154 - FCN = 297213.6928238 Edm = 0.318561 NCalls = 974 -VariableMetric: Iteration # 155 - FCN = 297213.268914 Edm = 0.295938 NCalls = 977 -VariableMetric: Iteration # 156 - FCN = 297212.9766838 Edm = 0.250015 NCalls = 980 -VariableMetric: Iteration # 157 - FCN = 297212.5003534 Edm = 0.31306 NCalls = 983 -VariableMetric: Iteration # 158 - FCN = 297212.1710547 Edm = 0.441113 NCalls = 986 -VariableMetric: Iteration # 159 - FCN = 297211.723527 Edm = 0.244548 NCalls = 988 -VariableMetric: Iteration # 160 - FCN = 297211.4308867 Edm = 0.148528 NCalls = 990 -VariableMetric: Iteration # 161 - FCN = 297211.3063344 Edm = 0.110148 NCalls = 993 -VariableMetric: Iteration # 162 - FCN = 297211.1906643 Edm = 0.0670436 NCalls = 995 -VariableMetric: Iteration # 163 - FCN = 297211.144636 Edm = 0.0584609 NCalls = 998 -VariableMetric: Iteration # 164 - FCN = 297211.0766124 Edm = 0.0184113 NCalls = 1000 -VariableMetric: Iteration # 165 - FCN = 297211.0104786 Edm = 0.0448139 NCalls = 1004 -VariableMetric: Iteration # 166 - FCN = 297210.9725935 Edm = 0.0455402 NCalls = 1006 -VariableMetric: Iteration # 167 - FCN = 297210.9313129 Edm = 0.0206751 NCalls = 1009 -VariableMetric: Iteration # 168 - FCN = 297210.8948997 Edm = 0.0107928 NCalls = 1011 -VariableMetric: Iteration # 169 - FCN = 297210.8838747 Edm = 0.00852397 NCalls = 1013 -VariableMetric: Iteration # 170 - FCN = 297210.8762886 Edm = 0.00714864 NCalls = 1015 -VariableMetric: Iteration # 171 - FCN = 297210.8667201 Edm = 0.00483902 NCalls = 1018 -VariableMetric: Iteration # 172 - FCN = 297210.8544654 Edm = 0.00447923 NCalls = 1020 -VariableMetric: Iteration # 173 - FCN = 297210.8441472 Edm = 0.00320673 NCalls = 1022 -VariableMetric: Iteration # 174 - FCN = 297210.8384055 Edm = 0.00491027 NCalls = 1025 -VariableMetric: Iteration # 175 - FCN = 297210.829608 Edm = 0.00392354 NCalls = 1027 -VariableMetric: Iteration # 176 - FCN = 297210.8216474 Edm = 0.00449009 NCalls = 1030 -VariableMetric: Iteration # 177 - FCN = 297210.8158474 Edm = 0.00165647 NCalls = 1032 -VariableMetric: Iteration # 178 - FCN = 297210.8136285 Edm = 0.00090498 NCalls = 1035 -VariableMetric: Iteration # 179 - FCN = 297210.8127198 Edm = 0.000197884 NCalls = 1037 -VariableMetric: Iteration # 180 - FCN = 297210.8123299 Edm = 9.76526e-05 NCalls = 1039 -VariableMetric: Iteration # 181 - FCN = 297210.8120503 Edm = 0.000139745 NCalls = 1041 -VariableMetric: Iteration # 182 - FCN = 297210.8110315 Edm = 0.000571354 NCalls = 1044 -VariableMetric: Iteration # 183 - FCN = 297210.80631 Edm = 0.00129428 NCalls = 1048 -VariableMetric: Iteration # 184 - FCN = 297210.8026781 Edm = 0.00200477 NCalls = 1050 -VariableMetric: Iteration # 185 - FCN = 297210.794843 Edm = 0.00805428 NCalls = 1055 -VariableMetric: Iteration # 186 - FCN = 297210.7857048 Edm = 0.00779477 NCalls = 1057 -VariableMetric: Iteration # 187 - FCN = 297210.7801071 Edm = 0.00622705 NCalls = 1059 -VariableMetric: Iteration # 188 - FCN = 297210.7749904 Edm = 0.00114382 NCalls = 1061 -VariableMetric: Iteration # 189 - FCN = 297210.7737241 Edm = 0.000558195 NCalls = 1063 -VariableMetric: Iteration # 190 - FCN = 297210.7732818 Edm = 0.000230947 NCalls = 1065 -VariableMetric: Iteration # 191 - FCN = 297210.7729626 Edm = 9.28369e-05 NCalls = 1067 -VariableMetric: Iteration # 192 - FCN = 297210.772839 Edm = 3.49882e-05 NCalls = 1069 -VariableMetric: After Hessian - FCN = 297210.772839 Edm = 8.68952e-05 NCalls = 1556 -VariableMetric: Iteration # 193 - FCN = 297210.772839 Edm = 8.68952e-05 NCalls = 1556 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316415.2319744 Edm = 27.7908 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316415.2319744 Edm = 27.7908 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298549.8658912 Edm = 2.09369 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298544.9477978 Edm = 2.27554 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298253.6154128 Edm = 7.71907 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298239.3403895 Edm = 2.23591 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298236.3618359 Edm = 2.88873 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297993.7707975 Edm = 106.099 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297734.7625535 Edm = 44.3424 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297702.1552981 Edm = 1.21962 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297701.2977218 Edm = 0.0300253 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297701.1830412 Edm = 0.106957 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297676.5943426 Edm = 22.5196 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297676.5020942 Edm = 0.0370987 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297662.1443788 Edm = 12.21 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297547.1790056 Edm = 6.94205 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297540.5857405 Edm = 2.16367 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297538.286841 Edm = 0.759632 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297537.4271995 Edm = 0.0406511 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297537.36168 Edm = 0.0128582 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297537.0133825 Edm = 0.288259 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297521.1569196 Edm = 11.5252 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297485.5990608 Edm = 4.11114 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297478.965293 Edm = 0.492805 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297478.4040527 Edm = 0.0368324 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297478.3643466 Edm = 0.00706626 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297478.2831242 Edm = 0.070451 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297472.7579522 Edm = 4.2548 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297453.6332136 Edm = 5.66044 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297450.0623441 Edm = 1.37529 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297446.7565302 Edm = 0.933682 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297442.7306471 Edm = 1.82437 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297442.2710142 Edm = 0.891628 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297441.2564674 Edm = 0.126683 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297441.0794667 Edm = 0.00679951 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297441.0695955 Edm = 0.00273983 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297441.0541522 Edm = 0.0178026 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297439.9518736 Edm = 0.923365 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297421.9586488 Edm = 4.59193 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297421.2018618 Edm = 1.775 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 297420.2769491 Edm = 0.0901975 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297420.123532 Edm = 0.100962 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297419.5871 Edm = 0.164481 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297419.3456979 Edm = 0.128949 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297419.3043983 Edm = 0.0205874 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297419.2661689 Edm = 0.0114529 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297419.2549905 Edm = 0.00245585 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297419.2477999 Edm = 0.00391093 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297419.0784227 Edm = 0.153146 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297412.9153493 Edm = 7.36877 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297403.460901 Edm = 3.08221 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297398.8172404 Edm = 0.559323 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297398.5102319 Edm = 0.223299 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297398.3353247 Edm = 0.00889308 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297398.325286 Edm = 0.000564875 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297398.3220065 Edm = 0.00251417 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297398.2096044 Edm = 0.107901 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297393.6213366 Edm = 1.94629 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297389.4256922 Edm = 1.50347 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297388.0824718 Edm = 3.93092 NCalls = 198 -VariableMetric: Iteration # 59 - FCN = 297384.1835366 Edm = 2.62363 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297383.1359526 Edm = 3.30836 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297380.8081055 Edm = 8.35887 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297377.6019289 Edm = 15.7945 NCalls = 217 -VariableMetric: Iteration # 63 - FCN = 297373.2652752 Edm = 5.29919 NCalls = 220 -VariableMetric: Iteration # 64 - FCN = 297368.380789 Edm = 0.768133 NCalls = 224 -VariableMetric: Iteration # 65 - FCN = 297367.5637646 Edm = 0.0897539 NCalls = 226 -VariableMetric: Iteration # 66 - FCN = 297367.5330441 Edm = 0.0362014 NCalls = 228 -VariableMetric: Iteration # 67 - FCN = 297367.4854841 Edm = 0.0292858 NCalls = 230 -VariableMetric: Iteration # 68 - FCN = 297367.2856879 Edm = 0.0887678 NCalls = 233 -VariableMetric: Iteration # 69 - FCN = 297367.1876715 Edm = 0.00564433 NCalls = 235 -VariableMetric: Iteration # 70 - FCN = 297367.1819189 Edm = 0.00159083 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297367.167577 Edm = 0.0141588 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297367.066244 Edm = 0.0923987 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297364.6562944 Edm = 1.04883 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 297363.2792798 Edm = 0.10284 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297363.173063 Edm = 0.00157516 NCalls = 252 -VariableMetric: Iteration # 76 - FCN = 297363.1706819 Edm = 0.000432779 NCalls = 254 -VariableMetric: Iteration # 77 - FCN = 297363.1695758 Edm = 0.000533891 NCalls = 256 -VariableMetric: Iteration # 78 - FCN = 297363.1586347 Edm = 0.0112077 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297362.5367109 Edm = 0.299514 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297359.8526644 Edm = 1.46678 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297358.3907159 Edm = 0.568953 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297358.28463 Edm = 0.098883 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297358.2219739 Edm = 0.00450382 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297358.2151492 Edm = 0.00218144 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297358.2114313 Edm = 0.000735249 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297358.2105016 Edm = 0.000307655 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297358.2074602 Edm = 0.00242147 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297358.1178681 Edm = 0.0877739 NCalls = 288 -VariableMetric: Iteration # 89 - FCN = 297355.5869688 Edm = 1.05986 NCalls = 299 -VariableMetric: Iteration # 90 - FCN = 297355.4949532 Edm = 0.367896 NCalls = 301 -VariableMetric: Iteration # 91 - FCN = 297355.1381992 Edm = 0.00614497 NCalls = 303 -VariableMetric: Iteration # 92 - FCN = 297355.1280439 Edm = 0.00464131 NCalls = 305 -VariableMetric: Iteration # 93 - FCN = 297355.0872854 Edm = 0.013968 NCalls = 308 -VariableMetric: Iteration # 94 - FCN = 297355.0704777 Edm = 0.00239666 NCalls = 310 -VariableMetric: Iteration # 95 - FCN = 297355.0680737 Edm = 0.00112014 NCalls = 311 -VariableMetric: Iteration # 96 - FCN = 297355.066985 Edm = 0.000145 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297355.0667485 Edm = 5.77461e-05 NCalls = 315 -VariableMetric: After Hessian - FCN = 297355.0667485 Edm = 3.00975 NCalls = 796 -VariableMetric: Iteration # 98 - FCN = 297355.0667485 Edm = 3.00975 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297352.0091633 Edm = 0.0681123 NCalls = 797 -VariableMetric: Iteration # 100 - FCN = 297351.9658827 Edm = 0.0124761 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297351.9465505 Edm = 0.00196284 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297351.9373537 Edm = 0.00556717 NCalls = 803 -VariableMetric: Iteration # 103 - FCN = 297351.9174181 Edm = 0.0194726 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297351.9034161 Edm = 0.0276068 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297351.8735098 Edm = 0.046105 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297351.8414207 Edm = 0.069451 NCalls = 819 -VariableMetric: Iteration # 107 - FCN = 297351.8247106 Edm = 0.0476118 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297351.7949743 Edm = 0.0914994 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297351.6661713 Edm = 0.197175 NCalls = 829 -VariableMetric: Iteration # 110 - FCN = 297351.5878678 Edm = 0.0586994 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 297351.5064033 Edm = 0.0284085 NCalls = 836 -VariableMetric: Iteration # 112 - FCN = 297351.4838063 Edm = 0.00226606 NCalls = 838 -VariableMetric: Iteration # 113 - FCN = 297351.4805538 Edm = 0.000530234 NCalls = 840 -VariableMetric: Iteration # 114 - FCN = 297351.4795824 Edm = 0.000191165 NCalls = 842 -VariableMetric: Iteration # 115 - FCN = 297351.4793605 Edm = 5.04934e-05 NCalls = 844 -VariableMetric: After Hessian - FCN = 297351.4793605 Edm = 0.00684557 NCalls = 1333 -VariableMetric: Iteration # 116 - FCN = 297351.4793605 Edm = 0.00684557 NCalls = 1333 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 322110.8724986 Edm = 35.9681 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 322110.8724986 Edm = 35.9681 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307760.3390288 Edm = 1250.54 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 306841.0589622 Edm = 409.413 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 305756.406159 Edm = 550.527 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298759.4038499 Edm = 882.279 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 298107.4811317 Edm = 159.53 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297927.7707108 Edm = 29.3466 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297881.5826925 Edm = 1.35107 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297878.5546067 Edm = 0.696177 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297850.5530633 Edm = 20.1284 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297628.0698079 Edm = 24.3496 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297608.7704983 Edm = 0.72259 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297607.9625515 Edm = 0.0437958 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297607.7018444 Edm = 0.260737 NCalls = 44 -VariableMetric: Iteration # 14 - FCN = 297550.4987349 Edm = 12.8245 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297408.9242458 Edm = 34.1793 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297306.3688675 Edm = 10.0933 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297285.263647 Edm = 4.33231 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297271.5177813 Edm = 4.81035 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297267.3807024 Edm = 1.38208 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297266.5290055 Edm = 0.107384 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297266.4556422 Edm = 0.01048 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297266.366338 Edm = 0.0840018 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297253.2811302 Edm = 2.11975 NCalls = 79 -VariableMetric: Iteration # 24 - FCN = 297229.7561228 Edm = 1.76053 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297227.3601335 Edm = 0.0253423 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297227.3350106 Edm = 0.00195024 NCalls = 84 -VariableMetric: Iteration # 27 - FCN = 297227.3281354 Edm = 0.0052084 NCalls = 86 -VariableMetric: Iteration # 28 - FCN = 297224.8452071 Edm = 0.200436 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297209.9202009 Edm = 5.71781 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297193.8204561 Edm = 9.96962 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297183.9950195 Edm = 3.6705 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297180.2232444 Edm = 1.93429 NCalls = 103 -VariableMetric: Iteration # 33 - FCN = 297178.3465711 Edm = 0.24694 NCalls = 106 -VariableMetric: Iteration # 34 - FCN = 297178.1607095 Edm = 0.00296731 NCalls = 108 -VariableMetric: Iteration # 35 - FCN = 297178.1560352 Edm = 0.00175533 NCalls = 110 -VariableMetric: Iteration # 36 - FCN = 297178.1073936 Edm = 0.0506755 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297177.2633262 Edm = 0.693552 NCalls = 121 -VariableMetric: Iteration # 38 - FCN = 297163.8707031 Edm = 2.66198 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297160.8977764 Edm = 0.140977 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297160.7762606 Edm = 0.0038112 NCalls = 129 -VariableMetric: Iteration # 41 - FCN = 297160.7719709 Edm = 0.000715924 NCalls = 131 -VariableMetric: Iteration # 42 - FCN = 297160.7682781 Edm = 0.00338686 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297160.5756425 Edm = 0.193996 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297160.387679 Edm = 0.169335 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297155.8275544 Edm = 0.122487 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297155.7245713 Edm = 0.00130266 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297155.723054 Edm = 0.000284221 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297155.720163 Edm = 0.00237025 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297155.602752 Edm = 0.122929 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297152.8909112 Edm = 2.12029 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297147.4067949 Edm = 7.18543 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297143.4648621 Edm = 2.47248 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297141.336416 Edm = 4.93203 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297140.1887 Edm = 2.8104 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297138.5496643 Edm = 1.09432 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297137.6298937 Edm = 0.377714 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297137.3838226 Edm = 0.174169 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297137.2998276 Edm = 0.00638975 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297137.2896663 Edm = 0.00451456 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297137.2658754 Edm = 0.0248939 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297137.2327077 Edm = 0.00447304 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297137.2273572 Edm = 0.000317841 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297137.2217141 Edm = 0.00530124 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297136.3782027 Edm = 0.948989 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297134.9417122 Edm = 1.83332 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297134.8954153 Edm = 0.0497259 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297134.2729307 Edm = 0.568854 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297131.6220168 Edm = 0.432114 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297131.0382973 Edm = 0.0349218 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297130.992871 Edm = 0.00263322 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297130.9893327 Edm = 0.000365495 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297130.9888395 Edm = 9.30648e-05 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297130.9887198 Edm = 4.21429e-05 NCalls = 241 -VariableMetric: After Hessian - FCN = 297130.9887198 Edm = 18.3418 NCalls = 724 -VariableMetric: Iteration # 74 - FCN = 297130.9887198 Edm = 18.3418 NCalls = 724 -VariableMetric: Iteration # 75 - FCN = 297127.3142456 Edm = 10.3049 NCalls = 726 -VariableMetric: Iteration # 76 - FCN = 297125.9643838 Edm = 11.5355 NCalls = 728 -VariableMetric: Iteration # 77 - FCN = 297125.9579153 Edm = 438.115 NCalls = 735 -VariableMetric: Iteration # 78 - FCN = 297125.953764 Edm = 457.99 NCalls = 740 -VariableMetric: Iteration # 79 - FCN = 297125.9490862 Edm = 8353.94 NCalls = 744 -VariableMetric: Iteration # 80 - FCN = 297125.9245252 Edm = 401.751 NCalls = 748 -VariableMetric: Iteration # 81 - FCN = 297125.8574632 Edm = 324.705 NCalls = 752 -VariableMetric: Iteration # 82 - FCN = 297125.6303063 Edm = 311.015 NCalls = 755 -VariableMetric: Iteration # 83 - FCN = 297125.5594029 Edm = 222.387 NCalls = 759 -VariableMetric: Iteration # 84 - FCN = 297125.409633 Edm = 57.174 NCalls = 762 -VariableMetric: Iteration # 85 - FCN = 297124.8879276 Edm = 710.133 NCalls = 764 -VariableMetric: Iteration # 86 - FCN = 297123.9968745 Edm = 159.166 NCalls = 766 -VariableMetric: Iteration # 87 - FCN = 297123.8769805 Edm = 299.411 NCalls = 768 -VariableMetric: Iteration # 88 - FCN = 297123.0196955 Edm = 174.894 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297122.6672314 Edm = 262.692 NCalls = 772 -VariableMetric: Iteration # 90 - FCN = 297122.4504904 Edm = 23.5332 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297122.2245128 Edm = 19.9472 NCalls = 778 -VariableMetric: Iteration # 92 - FCN = 297121.8568449 Edm = 97.5086 NCalls = 780 -VariableMetric: Iteration # 93 - FCN = 297121.6561576 Edm = 156.992 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297120.0756604 Edm = 59.234 NCalls = 784 -VariableMetric: Iteration # 95 - FCN = 297119.2706932 Edm = 4.96858 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297117.8282351 Edm = 4.96912 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297117.6051951 Edm = 6.311 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297117.2115434 Edm = 15.7935 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297115.4234819 Edm = 182.151 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297112.5690343 Edm = 7.39033 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297109.8102884 Edm = 39.5668 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297108.2439977 Edm = 6.71243 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297106.9124155 Edm = 7.23961 NCalls = 804 -VariableMetric: Iteration # 104 - FCN = 297103.9587713 Edm = 6.37806 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297103.3933076 Edm = 4.18389 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297102.0247638 Edm = 2.34335 NCalls = 812 -VariableMetric: Iteration # 107 - FCN = 297100.941843 Edm = 0.469888 NCalls = 814 -VariableMetric: Iteration # 108 - FCN = 297100.4726256 Edm = 0.444563 NCalls = 817 -VariableMetric: Iteration # 109 - FCN = 297100.3296156 Edm = 0.166635 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297100.0890381 Edm = 0.365513 NCalls = 822 -VariableMetric: Iteration # 111 - FCN = 297099.7343125 Edm = 0.997503 NCalls = 824 -VariableMetric: Iteration # 112 - FCN = 297099.5811442 Edm = 0.150327 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297099.0472562 Edm = 0.492966 NCalls = 830 -VariableMetric: Iteration # 114 - FCN = 297098.9146345 Edm = 0.353144 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 297098.7480934 Edm = 0.152516 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 297098.6020973 Edm = 0.161897 NCalls = 837 -VariableMetric: Iteration # 117 - FCN = 297098.4539778 Edm = 0.13189 NCalls = 839 -VariableMetric: Iteration # 118 - FCN = 297098.2010013 Edm = 0.0484962 NCalls = 842 -VariableMetric: Iteration # 119 - FCN = 297098.1517448 Edm = 0.0294658 NCalls = 843 -VariableMetric: Iteration # 120 - FCN = 297098.1318547 Edm = 0.0120496 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297098.0949511 Edm = 0.01447 NCalls = 847 -VariableMetric: Iteration # 122 - FCN = 297098.0666879 Edm = 0.0127827 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297098.0359439 Edm = 0.0114621 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297098.0109496 Edm = 0.0229409 NCalls = 854 -VariableMetric: Iteration # 125 - FCN = 297097.9933272 Edm = 0.0114591 NCalls = 856 -VariableMetric: Iteration # 126 - FCN = 297097.9792683 Edm = 0.00583336 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297097.972018 Edm = 0.00278265 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297097.9661864 Edm = 0.00257807 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297097.962291 Edm = 0.00173097 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297097.9567468 Edm = 0.00229576 NCalls = 868 -VariableMetric: Iteration # 131 - FCN = 297097.9504573 Edm = 0.000932985 NCalls = 870 -VariableMetric: Iteration # 132 - FCN = 297097.9485572 Edm = 0.000645419 NCalls = 872 -VariableMetric: Iteration # 133 - FCN = 297097.9476088 Edm = 0.000707581 NCalls = 874 -VariableMetric: Iteration # 134 - FCN = 297097.9443383 Edm = 0.00208096 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297097.9366804 Edm = 0.00184448 NCalls = 881 -VariableMetric: Iteration # 136 - FCN = 297097.9338592 Edm = 0.000837332 NCalls = 883 -VariableMetric: Iteration # 137 - FCN = 297097.9329682 Edm = 0.00051814 NCalls = 885 -VariableMetric: Iteration # 138 - FCN = 297097.9319785 Edm = 0.000607897 NCalls = 888 -VariableMetric: Iteration # 139 - FCN = 297097.9308715 Edm = 0.000608769 NCalls = 890 -VariableMetric: Iteration # 140 - FCN = 297097.9291472 Edm = 0.000509156 NCalls = 893 -VariableMetric: Iteration # 141 - FCN = 297097.9282032 Edm = 0.000123294 NCalls = 895 -VariableMetric: Iteration # 142 - FCN = 297097.9277897 Edm = 0.000295612 NCalls = 897 -VariableMetric: Iteration # 143 - FCN = 297097.9220454 Edm = 0.00416549 NCalls = 901 -VariableMetric: Iteration # 144 - FCN = 297097.9137165 Edm = 0.00332204 NCalls = 905 -VariableMetric: Iteration # 145 - FCN = 297097.9101561 Edm = 0.00160542 NCalls = 907 -VariableMetric: Iteration # 146 - FCN = 297097.9089915 Edm = 0.000499288 NCalls = 909 -VariableMetric: Iteration # 147 - FCN = 297097.9076241 Edm = 0.000350344 NCalls = 912 -VariableMetric: Iteration # 148 - FCN = 297097.9064804 Edm = 0.000182116 NCalls = 915 -VariableMetric: Iteration # 149 - FCN = 297097.9062697 Edm = 0.000196528 NCalls = 917 -VariableMetric: Iteration # 150 - FCN = 297097.9061716 Edm = 2.77328e-05 NCalls = 918 -VariableMetric: After Hessian - FCN = 297097.9061716 Edm = 2.86639e-05 NCalls = 1413 -VariableMetric: Iteration # 151 - FCN = 297097.9061716 Edm = 2.86639e-05 NCalls = 1413 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329650.12241 Edm = 1917.91 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329650.12241 Edm = 1917.91 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 326022.4334414 Edm = 238.733 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 325770.4669188 Edm = 46.1832 NCalls = 7 -VariableMetric: Iteration # 3 - FCN = 304600.3233825 Edm = 25.992 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 304461.3878401 Edm = 1179 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302497.4179952 Edm = 760.648 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 302426.903609 Edm = 29.3876 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 302338.1016369 Edm = 92.7342 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297754.296374 Edm = 0.908179 NCalls = 41 -VariableMetric: Iteration # 9 - FCN = 297744.3008032 Edm = 4.65388 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297669.400882 Edm = 4.29799 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297662.8129759 Edm = 1.12712 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 297654.8379399 Edm = 2.15499 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297638.3232655 Edm = 9.01482 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297594.6486909 Edm = 4.6798 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297586.6487675 Edm = 1.22634 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297583.8914301 Edm = 0.231399 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297583.6340767 Edm = 0.0174577 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297583.5797679 Edm = 0.0216105 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297581.1778455 Edm = 2.24775 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297535.5143083 Edm = 10.1408 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297532.3607907 Edm = 5.81661 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297528.7173579 Edm = 1.22325 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297525.2392568 Edm = 2.66709 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297492.8461455 Edm = 15.3698 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297486.563002 Edm = 6.94855 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297482.9017641 Edm = 0.516193 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297482.4067713 Edm = 0.0460082 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297482.3592269 Edm = 0.0389134 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297481.9975724 Edm = 0.410503 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297462.6347882 Edm = 4.94161 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297457.375394 Edm = 0.0906057 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297457.3026256 Edm = 0.0244203 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297456.8950345 Edm = 0.414926 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297439.5769263 Edm = 12.3766 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297412.7714468 Edm = 4.72992 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297409.0985748 Edm = 0.272392 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297408.7811782 Edm = 0.0149755 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297408.3958487 Edm = 0.340588 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297397.406416 Edm = 12.3899 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297379.8906595 Edm = 9.97244 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297371.1025814 Edm = 2.43991 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297360.4539838 Edm = 12.2548 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297340.4792146 Edm = 6.53674 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297324.4752958 Edm = 5.14064 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297318.3854873 Edm = 11.5388 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297311.1651318 Edm = 4.4781 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297300.3974196 Edm = 1.7024 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297299.1541496 Edm = 0.303179 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297298.7527648 Edm = 0.0404932 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297298.6489855 Edm = 0.0170537 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297298.6263344 Edm = 0.00297179 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297298.6110229 Edm = 0.0117098 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297298.3972238 Edm = 0.149543 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297293.9470818 Edm = 2.48233 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297290.744329 Edm = 1.23079 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 297289.898575 Edm = 1.8214 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297286.8419587 Edm = 1.41402 NCalls = 198 -VariableMetric: Iteration # 58 - FCN = 297283.3721407 Edm = 7.18951 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297280.4659546 Edm = 2.75456 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297276.3917255 Edm = 2.03774 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297275.4364588 Edm = 3.18831 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297269.9550219 Edm = 5.93082 NCalls = 220 -VariableMetric: Iteration # 63 - FCN = 297264.9841253 Edm = 9.64635 NCalls = 225 -VariableMetric: Iteration # 64 - FCN = 297263.5247925 Edm = 1.66791 NCalls = 228 -VariableMetric: Iteration # 65 - FCN = 297262.1346357 Edm = 0.907144 NCalls = 230 -VariableMetric: Iteration # 66 - FCN = 297261.6238828 Edm = 0.0484639 NCalls = 232 -VariableMetric: Iteration # 67 - FCN = 297261.5701618 Edm = 0.0213794 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297261.5598037 Edm = 0.00214241 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 297261.5528558 Edm = 0.00447873 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297261.4696582 Edm = 0.0496618 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297258.0161132 Edm = 0.862923 NCalls = 248 -VariableMetric: Iteration # 72 - FCN = 297257.1468203 Edm = 0.322446 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297256.9552618 Edm = 0.0129009 NCalls = 251 -VariableMetric: Iteration # 74 - FCN = 297256.9366316 Edm = 0.000481992 NCalls = 253 -VariableMetric: Iteration # 75 - FCN = 297256.9346253 Edm = 0.0013137 NCalls = 255 -VariableMetric: Iteration # 76 - FCN = 297256.8535526 Edm = 0.0698348 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297255.2000908 Edm = 0.250866 NCalls = 264 -VariableMetric: Iteration # 78 - FCN = 297254.9357427 Edm = 0.00370114 NCalls = 266 -VariableMetric: Iteration # 79 - FCN = 297254.9328301 Edm = 0.000379753 NCalls = 268 -VariableMetric: Iteration # 80 - FCN = 297254.9323151 Edm = 0.000307562 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297254.8937079 Edm = 0.0382707 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297253.6777103 Edm = 0.107197 NCalls = 280 -VariableMetric: Iteration # 83 - FCN = 297253.5727275 Edm = 0.0014933 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297253.5714227 Edm = 4.28349e-05 NCalls = 283 -VariableMetric: After Hessian - FCN = 297253.5714227 Edm = 1.25861 NCalls = 758 -VariableMetric: Iteration # 85 - FCN = 297253.5714227 Edm = 1.25861 NCalls = 758 -VariableMetric: Iteration # 86 - FCN = 297252.2095512 Edm = 3.22324 NCalls = 762 -VariableMetric: Iteration # 87 - FCN = 297251.4980368 Edm = 0.534019 NCalls = 764 -VariableMetric: Iteration # 88 - FCN = 297251.3947886 Edm = 0.532784 NCalls = 766 -VariableMetric: Iteration # 89 - FCN = 297251.134582 Edm = 0.144068 NCalls = 769 -VariableMetric: Iteration # 90 - FCN = 297251.0902743 Edm = 0.0620625 NCalls = 771 -VariableMetric: Iteration # 91 - FCN = 297251.00517 Edm = 0.0678524 NCalls = 773 -VariableMetric: Iteration # 92 - FCN = 297250.7344639 Edm = 0.852886 NCalls = 780 -VariableMetric: Iteration # 93 - FCN = 297249.5920357 Edm = 9.24052 NCalls = 785 -VariableMetric: Iteration # 94 - FCN = 297249.5626086 Edm = 0.153364 NCalls = 787 -VariableMetric: Iteration # 95 - FCN = 297249.5305628 Edm = 0.27515 NCalls = 789 -VariableMetric: Iteration # 96 - FCN = 297249.5176413 Edm = 0.0588948 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297248.7424827 Edm = 1.24978 NCalls = 797 -VariableMetric: Iteration # 98 - FCN = 297248.7343976 Edm = 0.0246164 NCalls = 799 -VariableMetric: Iteration # 99 - FCN = 297248.6024502 Edm = 0.143873 NCalls = 803 -VariableMetric: Iteration # 100 - FCN = 297248.3613173 Edm = 0.560659 NCalls = 807 -VariableMetric: Iteration # 101 - FCN = 297247.4523387 Edm = 0.625865 NCalls = 813 -VariableMetric: Iteration # 102 - FCN = 297245.4432201 Edm = 0.819995 NCalls = 816 -VariableMetric: Iteration # 103 - FCN = 297244.3444865 Edm = 2.05549 NCalls = 819 -VariableMetric: Iteration # 104 - FCN = 297243.4194119 Edm = 0.50452 NCalls = 822 -VariableMetric: Iteration # 105 - FCN = 297242.9006942 Edm = 0.361762 NCalls = 824 -VariableMetric: Iteration # 106 - FCN = 297242.633179 Edm = 0.205738 NCalls = 827 -VariableMetric: Iteration # 107 - FCN = 297242.5520078 Edm = 0.130792 NCalls = 830 -VariableMetric: Iteration # 108 - FCN = 297242.4568687 Edm = 0.0448246 NCalls = 832 -VariableMetric: Iteration # 109 - FCN = 297242.423728 Edm = 0.0135529 NCalls = 834 -VariableMetric: Iteration # 110 - FCN = 297242.4037404 Edm = 0.0108033 NCalls = 837 -VariableMetric: Iteration # 111 - FCN = 297242.3922524 Edm = 0.00597159 NCalls = 839 -VariableMetric: Iteration # 112 - FCN = 297242.3820863 Edm = 0.0064003 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297242.375975 Edm = 0.00327431 NCalls = 844 -VariableMetric: Iteration # 114 - FCN = 297242.3692196 Edm = 0.00320621 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297242.3646208 Edm = 0.00244809 NCalls = 849 -VariableMetric: Iteration # 116 - FCN = 297242.3615966 Edm = 0.00227559 NCalls = 851 -VariableMetric: Iteration # 117 - FCN = 297242.3592193 Edm = 0.00371381 NCalls = 854 -VariableMetric: Iteration # 118 - FCN = 297242.3558259 Edm = 0.00207268 NCalls = 856 -VariableMetric: Iteration # 119 - FCN = 297242.3510375 Edm = 0.00253721 NCalls = 859 -VariableMetric: Iteration # 120 - FCN = 297242.3468019 Edm = 0.00391308 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297242.337515 Edm = 0.00696914 NCalls = 864 -VariableMetric: Iteration # 122 - FCN = 297242.326261 Edm = 0.023458 NCalls = 868 -VariableMetric: Iteration # 123 - FCN = 297242.3054158 Edm = 0.0160658 NCalls = 872 -VariableMetric: Iteration # 124 - FCN = 297242.2973494 Edm = 0.0104945 NCalls = 876 -VariableMetric: Iteration # 125 - FCN = 297242.2562216 Edm = 0.0144055 NCalls = 883 -VariableMetric: Iteration # 126 - FCN = 297242.2399112 Edm = 0.00334014 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 297242.2371089 Edm = 0.00408283 NCalls = 888 -VariableMetric: Iteration # 128 - FCN = 297242.231942 Edm = 0.00146952 NCalls = 890 -VariableMetric: Iteration # 129 - FCN = 297242.2277716 Edm = 0.00080006 NCalls = 892 -VariableMetric: Iteration # 130 - FCN = 297242.2257006 Edm = 0.000730273 NCalls = 894 -VariableMetric: Iteration # 131 - FCN = 297242.2235297 Edm = 0.000994719 NCalls = 896 -VariableMetric: Iteration # 132 - FCN = 297242.2193242 Edm = 0.00264299 NCalls = 898 -VariableMetric: Iteration # 133 - FCN = 297242.2054228 Edm = 0.00624317 NCalls = 900 -VariableMetric: Iteration # 134 - FCN = 297242.1988547 Edm = 0.00139317 NCalls = 902 -VariableMetric: Iteration # 135 - FCN = 297242.197362 Edm = 0.000789665 NCalls = 903 -VariableMetric: Iteration # 136 - FCN = 297242.1969231 Edm = 0.000373092 NCalls = 905 -VariableMetric: Iteration # 137 - FCN = 297242.1965255 Edm = 9.92036e-05 NCalls = 907 -VariableMetric: Iteration # 138 - FCN = 297242.1963761 Edm = 1.02602e-05 NCalls = 909 -VariableMetric: After Hessian - FCN = 297242.1963761 Edm = 1.91531e-05 NCalls = 1392 -VariableMetric: Iteration # 139 - FCN = 297242.1963761 Edm = 1.91531e-05 NCalls = 1392 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 325849.5571545 Edm = 22.5773 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 325849.5571545 Edm = 22.5773 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301583.7837258 Edm = 13.8684 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 300663.4721943 Edm = 2602.54 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300663.4721943 Edm = 2602.54 NCalls = 24 -VariableMetric: After Hessian - FCN = 300663.4721943 Edm = 1.62337e+07 NCalls = 491 -VariableMetric: Iteration # 4 - FCN = 300663.4721943 Edm = 1.62337e+07 NCalls = 491 -VariableMetric: Iteration # 5 - FCN = 300663.4721943 Edm = 1.62337e+07 NCalls = 502 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 351779.2898627 Edm = 865.393 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 351779.2898627 Edm = 865.393 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310810.4065762 Edm = 35.2534 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 308152.6175287 Edm = 19842.2 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 307986.41095 Edm = 38.0435 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 307956.6163096 Edm = 9.81216 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298829.4819668 Edm = 40.7438 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298629.6935485 Edm = 444.324 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298475.132286 Edm = 67.7146 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298437.3372746 Edm = 0.685281 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298401.1664263 Edm = 36.7655 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 298327.0184014 Edm = 61.1047 NCalls = 50 -VariableMetric: Iteration # 11 - FCN = 298010.9395736 Edm = 9.16855 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298002.1358166 Edm = 0.126442 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298001.5394807 Edm = 0.306404 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297992.2995862 Edm = 8.57983 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297696.7117905 Edm = 12.5042 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297669.9352194 Edm = 8.94095 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297650.857801 Edm = 1.87384 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297648.0352038 Edm = 0.10699 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297647.7716787 Edm = 0.0232624 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297647.5370683 Edm = 0.241459 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297645.0391713 Edm = 3.1127 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297604.2338767 Edm = 3.3847 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297532.4488419 Edm = 22.616 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297512.6045783 Edm = 8.99849 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297494.7828393 Edm = 2.52916 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297491.2697192 Edm = 1.5175 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297490.4262133 Edm = 0.427577 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297489.2871134 Edm = 0.206522 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297488.9623906 Edm = 0.075107 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 297488.8386668 Edm = 0.0465705 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297488.681811 Edm = 0.066572 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297488.1840474 Edm = 0.515159 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297486.7307838 Edm = 1.79196 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297485.1481303 Edm = 1.5255 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297469.1667209 Edm = 12.4328 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297413.7299572 Edm = 95.1328 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297362.9927878 Edm = 14.9052 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297347.4220062 Edm = 7.23267 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297340.6786005 Edm = 3.66369 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297335.3435443 Edm = 1.86531 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297333.617931 Edm = 0.0689671 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297333.5314894 Edm = 0.0246604 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297333.4674623 Edm = 0.0202486 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297333.4396648 Edm = 0.00846706 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297331.9758629 Edm = 1.42852 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297312.1564407 Edm = 3.60223 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297305.5156902 Edm = 1.03562 NCalls = 172 -VariableMetric: Iteration # 48 - FCN = 297304.0636026 Edm = 0.473561 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297303.4656839 Edm = 0.646463 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297303.0489768 Edm = 0.188625 NCalls = 179 -VariableMetric: Iteration # 51 - FCN = 297302.775121 Edm = 0.0144403 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297302.7520473 Edm = 0.00280848 NCalls = 183 -VariableMetric: Iteration # 53 - FCN = 297302.736239 Edm = 0.0174625 NCalls = 186 -VariableMetric: Iteration # 54 - FCN = 297302.5382654 Edm = 0.220111 NCalls = 191 -VariableMetric: Iteration # 55 - FCN = 297302.4256291 Edm = 0.100256 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297298.0136117 Edm = 3.81877 NCalls = 201 -VariableMetric: Iteration # 57 - FCN = 297296.7603398 Edm = 1.93518 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297287.6939288 Edm = 1.24111 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297286.4817012 Edm = 0.165316 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297286.3176071 Edm = 0.0136694 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297286.3031822 Edm = 0.00344365 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297286.2989669 Edm = 0.00167465 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297286.2907054 Edm = 0.00361751 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297286.1891731 Edm = 0.0934804 NCalls = 226 -VariableMetric: Iteration # 65 - FCN = 297279.2092919 Edm = 2.17316 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297276.0863846 Edm = 0.286499 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297275.4079213 Edm = 0.273089 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297275.1816202 Edm = 0.361521 NCalls = 238 -VariableMetric: Iteration # 69 - FCN = 297274.9455714 Edm = 0.0583699 NCalls = 241 -VariableMetric: Iteration # 70 - FCN = 297274.8602792 Edm = 0.0129349 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 297274.8437509 Edm = 0.00545883 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297274.8387301 Edm = 0.00059084 NCalls = 247 -VariableMetric: Iteration # 73 - FCN = 297274.8360768 Edm = 0.00185454 NCalls = 249 -VariableMetric: Iteration # 74 - FCN = 297274.7028074 Edm = 0.123126 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297272.5059724 Edm = 1.30965 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297270.3051193 Edm = 1.1628 NCalls = 261 -VariableMetric: Iteration # 77 - FCN = 297268.6464428 Edm = 0.834592 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 297268.0504491 Edm = 0.125474 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 297267.9415762 Edm = 0.166086 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297267.8757831 Edm = 0.0234262 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 297267.8357898 Edm = 0.00512163 NCalls = 271 -VariableMetric: Iteration # 82 - FCN = 297267.824011 Edm = 0.00426268 NCalls = 273 -VariableMetric: Iteration # 83 - FCN = 297267.8160859 Edm = 0.00127261 NCalls = 275 -VariableMetric: Iteration # 84 - FCN = 297267.8150129 Edm = 0.000287747 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297267.8145392 Edm = 0.000189269 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297267.8097053 Edm = 0.0048037 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297267.6575469 Edm = 0.126783 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297266.4306969 Edm = 2.31607 NCalls = 296 -VariableMetric: Iteration # 89 - FCN = 297265.804045 Edm = 1.29921 NCalls = 300 -VariableMetric: Iteration # 90 - FCN = 297263.9398076 Edm = 0.882176 NCalls = 303 -VariableMetric: Iteration # 91 - FCN = 297262.9815187 Edm = 0.52289 NCalls = 305 -VariableMetric: Iteration # 92 - FCN = 297262.6431815 Edm = 0.112622 NCalls = 307 -VariableMetric: Iteration # 93 - FCN = 297262.4427 Edm = 0.126088 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297262.3124733 Edm = 0.0521666 NCalls = 311 -VariableMetric: Iteration # 95 - FCN = 297262.1747627 Edm = 0.03165 NCalls = 314 -VariableMetric: Iteration # 96 - FCN = 297262.128223 Edm = 0.00478907 NCalls = 316 -VariableMetric: Iteration # 97 - FCN = 297262.1206745 Edm = 0.00123887 NCalls = 318 -VariableMetric: Iteration # 98 - FCN = 297262.1193755 Edm = 0.000376344 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297262.1187661 Edm = 0.000378569 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297262.1023787 Edm = 0.0162478 NCalls = 327 -VariableMetric: Iteration # 101 - FCN = 297261.7948978 Edm = 0.0170324 NCalls = 334 -VariableMetric: Iteration # 102 - FCN = 297260.8089069 Edm = 0.306232 NCalls = 336 -VariableMetric: Iteration # 103 - FCN = 297260.5021848 Edm = 0.053511 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297260.4531652 Edm = 0.0380746 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297260.3768671 Edm = 0.0233851 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297260.3314736 Edm = 0.0152184 NCalls = 345 -VariableMetric: Iteration # 107 - FCN = 297260.3148272 Edm = 0.00614994 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297260.3085389 Edm = 0.00124599 NCalls = 349 -VariableMetric: Iteration # 109 - FCN = 297260.3074389 Edm = 0.000276167 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297260.3055379 Edm = 0.00125366 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297260.2885577 Edm = 0.00911998 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297260.2013956 Edm = 0.166989 NCalls = 360 -VariableMetric: Iteration # 113 - FCN = 297259.9447646 Edm = 0.287255 NCalls = 367 -VariableMetric: Iteration # 114 - FCN = 297259.9099986 Edm = 0.268965 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297256.4890671 Edm = 4.46837 NCalls = 377 -VariableMetric: Iteration # 116 - FCN = 297256.4124509 Edm = 0.21484 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297256.3105429 Edm = 0.241436 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297253.6997817 Edm = 1.44037 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 297251.3795277 Edm = 1.6126 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 297249.5581227 Edm = 1.58942 NCalls = 398 -VariableMetric: Iteration # 121 - FCN = 297248.9994075 Edm = 0.643607 NCalls = 401 -VariableMetric: Iteration # 122 - FCN = 297248.4237185 Edm = 0.46738 NCalls = 404 -VariableMetric: Iteration # 123 - FCN = 297247.741114 Edm = 0.558834 NCalls = 407 -VariableMetric: Iteration # 124 - FCN = 297247.0890085 Edm = 0.494933 NCalls = 411 -VariableMetric: Iteration # 125 - FCN = 297246.56844 Edm = 0.633214 NCalls = 415 -VariableMetric: Iteration # 126 - FCN = 297245.8774525 Edm = 0.432287 NCalls = 418 -VariableMetric: Iteration # 127 - FCN = 297245.3035564 Edm = 0.226428 NCalls = 420 -VariableMetric: Iteration # 128 - FCN = 297245.0798856 Edm = 0.0571726 NCalls = 422 -VariableMetric: Iteration # 129 - FCN = 297245.024012 Edm = 0.00781899 NCalls = 424 -VariableMetric: Iteration # 130 - FCN = 297245.0116168 Edm = 0.00471231 NCalls = 426 -VariableMetric: Iteration # 131 - FCN = 297245.0032083 Edm = 0.000466107 NCalls = 428 -VariableMetric: Iteration # 132 - FCN = 297245.0026811 Edm = 6.19144e-05 NCalls = 430 -VariableMetric: After Hessian - FCN = 297245.0026811 Edm = 799.457 NCalls = 907 -VariableMetric: Iteration # 133 - FCN = 297245.0026811 Edm = 799.457 NCalls = 907 -VariableMetric: Iteration # 134 - FCN = 297243.8610233 Edm = 52.3787 NCalls = 915 -VariableMetric: Iteration # 135 - FCN = 297243.0963494 Edm = 0.78375 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297242.5425964 Edm = 0.0892635 NCalls = 920 -VariableMetric: Iteration # 137 - FCN = 297242.2950483 Edm = 0.0314173 NCalls = 922 -VariableMetric: Iteration # 138 - FCN = 297242.2199703 Edm = 0.0231365 NCalls = 924 -VariableMetric: Iteration # 139 - FCN = 297242.1741424 Edm = 0.00613017 NCalls = 926 -VariableMetric: Iteration # 140 - FCN = 297242.1598672 Edm = 0.00203972 NCalls = 928 -VariableMetric: Iteration # 141 - FCN = 297242.1538151 Edm = 0.00250331 NCalls = 930 -VariableMetric: Iteration # 142 - FCN = 297242.141657 Edm = 0.00344011 NCalls = 932 -VariableMetric: Iteration # 143 - FCN = 297242.1315948 Edm = 0.00332969 NCalls = 934 -VariableMetric: Iteration # 144 - FCN = 297242.1170441 Edm = 0.00483199 NCalls = 936 -VariableMetric: Iteration # 145 - FCN = 297242.0931278 Edm = 0.00599895 NCalls = 938 -VariableMetric: Iteration # 146 - FCN = 297242.0698554 Edm = 0.00735326 NCalls = 940 -VariableMetric: Iteration # 147 - FCN = 297242.0476165 Edm = 0.00564616 NCalls = 942 -VariableMetric: Iteration # 148 - FCN = 297242.0236936 Edm = 0.00417274 NCalls = 944 -VariableMetric: Iteration # 149 - FCN = 297242.0128321 Edm = 0.00373361 NCalls = 946 -VariableMetric: Iteration # 150 - FCN = 297242.0027831 Edm = 0.00120824 NCalls = 948 -VariableMetric: Iteration # 151 - FCN = 297242.0002986 Edm = 0.000353757 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297241.9996926 Edm = 9.74921e-05 NCalls = 952 -VariableMetric: Iteration # 153 - FCN = 297241.9994985 Edm = 3.00554e-05 NCalls = 954 -VariableMetric: After Hessian - FCN = 297241.9994985 Edm = 7.80166e-05 NCalls = 1439 -VariableMetric: Iteration # 154 - FCN = 297241.9994985 Edm = 7.80166e-05 NCalls = 1439 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300915.1998257 Edm = 4.54473 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300915.1998257 Edm = 4.54473 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298546.5312569 Edm = 9.10132 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 298465.0939834 Edm = 64.2899 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298022.182315 Edm = 0.851874 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298020.5855079 Edm = 0.752738 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297999.0118173 Edm = 32.4366 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297992.1773711 Edm = 6.11992 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297922.9470729 Edm = 41.7405 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 297802.3630085 Edm = 0.627512 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297801.480962 Edm = 0.0766776 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297801.0874229 Edm = 0.294811 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297795.8537094 Edm = 5.5243 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297762.7929572 Edm = 37.955 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297754.0807043 Edm = 7.93968 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 297753.7554119 Edm = 0.242899 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297546.1628531 Edm = 62.5638 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297431.2564917 Edm = 3.61689 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 297427.9876825 Edm = 0.110328 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297427.8776789 Edm = 0.0303066 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297426.9712278 Edm = 0.658074 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297403.2528923 Edm = 14.6504 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297358.7302789 Edm = 4.1457 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297353.3899552 Edm = 0.0915652 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297353.3092436 Edm = 0.0116684 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297353.2805338 Edm = 0.0140097 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297352.715974 Edm = 0.511051 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297277.4653681 Edm = 11.7787 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297261.0023024 Edm = 1.84196 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297259.4905804 Edm = 0.4512 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297258.7364142 Edm = 0.052523 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297258.6689909 Edm = 0.00342927 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297258.6551875 Edm = 0.0120954 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297258.5669428 Edm = 0.0198375 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297258.2964296 Edm = 0.224907 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297248.8215487 Edm = 7.38877 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297227.3676934 Edm = 18.9564 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297213.2433762 Edm = 2.51301 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297212.3475878 Edm = 1.47583 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297211.5635893 Edm = 0.0538691 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297211.5291953 Edm = 0.00417161 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297211.5207938 Edm = 0.00520532 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297211.3232886 Edm = 0.183162 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297206.2901445 Edm = 1.50502 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297204.1903397 Edm = 0.689511 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297203.3836971 Edm = 0.0251106 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297203.3587488 Edm = 0.00406088 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 297203.3543375 Edm = 0.00163268 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297203.3440741 Edm = 0.0124271 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297203.2110676 Edm = 0.148949 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297203.2025739 Edm = 0.00670987 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297201.5909911 Edm = 0.930986 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297199.1182317 Edm = 0.651821 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297198.6144245 Edm = 0.0843216 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297198.5283511 Edm = 0.023456 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297198.4995026 Edm = 0.0078324 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297198.4898492 Edm = 0.00123809 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297198.488627 Edm = 0.000291747 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297198.4881282 Edm = 0.000404242 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297198.4786813 Edm = 0.00897475 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297197.3287015 Edm = 0.79194 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297195.7094483 Edm = 0.84057 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297195.058329 Edm = 0.148507 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297194.8829824 Edm = 0.0310376 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297194.8557651 Edm = 0.00183477 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297194.8539068 Edm = 0.000101909 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297194.8537077 Edm = 9.58362e-05 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297194.8496923 Edm = 0.00332673 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297194.729671 Edm = 0.120177 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297194.4790105 Edm = 0.196168 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297193.3236794 Edm = 0.00151288 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297193.3218557 Edm = 0.000222541 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297193.3214803 Edm = 7.17098e-05 NCalls = 231 -VariableMetric: After Hessian - FCN = 297193.3214803 Edm = 6678.99 NCalls = 714 -VariableMetric: Iteration # 72 - FCN = 297193.3214803 Edm = 6678.99 NCalls = 714 -VariableMetric: Iteration # 73 - FCN = 297190.1863981 Edm = 18044.5 NCalls = 722 -VariableMetric: Iteration # 74 - FCN = 297189.7879809 Edm = 681399 NCalls = 732 -VariableMetric: Iteration # 75 - FCN = 297189.6454656 Edm = 6504.78 NCalls = 737 -VariableMetric: Iteration # 76 - FCN = 297188.9554149 Edm = 18208.6 NCalls = 741 -VariableMetric: Iteration # 77 - FCN = 297188.2787761 Edm = 455.885 NCalls = 745 -VariableMetric: Iteration # 78 - FCN = 297187.7007454 Edm = 650.554 NCalls = 748 -VariableMetric: Iteration # 79 - FCN = 297187.6045161 Edm = 742.229 NCalls = 751 -VariableMetric: Iteration # 80 - FCN = 297187.4683984 Edm = 657.766 NCalls = 754 -VariableMetric: Iteration # 81 - FCN = 297186.9520661 Edm = 591.114 NCalls = 757 -VariableMetric: Iteration # 82 - FCN = 297185.6986536 Edm = 13.2429 NCalls = 760 -VariableMetric: Iteration # 83 - FCN = 297185.553402 Edm = 63.4519 NCalls = 763 -VariableMetric: Iteration # 84 - FCN = 297185.3980934 Edm = 14.9158 NCalls = 766 -VariableMetric: Iteration # 85 - FCN = 297185.1279955 Edm = 76.4782 NCalls = 768 -VariableMetric: Iteration # 86 - FCN = 297184.6088836 Edm = 16.6857 NCalls = 770 -VariableMetric: Iteration # 87 - FCN = 297184.2312866 Edm = 111.593 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297183.6502191 Edm = 11.7727 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297181.0380016 Edm = 273.526 NCalls = 775 -VariableMetric: Iteration # 90 - FCN = 297178.6538029 Edm = 12.0537 NCalls = 777 -VariableMetric: Iteration # 91 - FCN = 297177.1522331 Edm = 6.97377 NCalls = 779 -VariableMetric: Iteration # 92 - FCN = 297176.8633338 Edm = 2.17384 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297176.0840851 Edm = 2.29787 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297176.071568 Edm = 32372.3 NCalls = 791 -VariableMetric: Iteration # 95 - FCN = 297175.8441341 Edm = 1077.01 NCalls = 797 -VariableMetric: Iteration # 96 - FCN = 297175.8243511 Edm = 3865.55 NCalls = 801 -VariableMetric: Iteration # 97 - FCN = 297175.4296044 Edm = 649.097 NCalls = 805 -VariableMetric: Iteration # 98 - FCN = 297173.6703323 Edm = 727.122 NCalls = 808 -VariableMetric: Iteration # 99 - FCN = 297172.6408161 Edm = 391.34 NCalls = 811 -VariableMetric: Iteration # 100 - FCN = 297171.1576443 Edm = 200.719 NCalls = 814 -VariableMetric: Iteration # 101 - FCN = 297170.6454232 Edm = 4470.29 NCalls = 816 -VariableMetric: Iteration # 102 - FCN = 297168.6345467 Edm = 503.766 NCalls = 819 -VariableMetric: Iteration # 103 - FCN = 297166.1225461 Edm = 143.376 NCalls = 822 -VariableMetric: Iteration # 104 - FCN = 297165.6338684 Edm = 48.5468 NCalls = 825 -VariableMetric: Iteration # 105 - FCN = 297165.3532728 Edm = 20.412 NCalls = 828 -VariableMetric: Iteration # 106 - FCN = 297164.8227986 Edm = 22.0995 NCalls = 830 -VariableMetric: Iteration # 107 - FCN = 297164.2973167 Edm = 22.9697 NCalls = 832 -VariableMetric: Iteration # 108 - FCN = 297163.8253717 Edm = 4.68379 NCalls = 834 -VariableMetric: Iteration # 109 - FCN = 297163.4285797 Edm = 4.54541 NCalls = 836 -VariableMetric: Iteration # 110 - FCN = 297162.3585422 Edm = 19.1868 NCalls = 838 -VariableMetric: Iteration # 111 - FCN = 297161.0260894 Edm = 1.24103 NCalls = 840 -VariableMetric: Iteration # 112 - FCN = 297160.9294626 Edm = 0.891998 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297160.8004882 Edm = 1.11589 NCalls = 844 -VariableMetric: Iteration # 114 - FCN = 297160.7532411 Edm = 0.131199 NCalls = 846 -VariableMetric: Iteration # 115 - FCN = 297160.6798431 Edm = 0.295483 NCalls = 848 -VariableMetric: Iteration # 116 - FCN = 297160.6417114 Edm = 0.0337794 NCalls = 850 -VariableMetric: Iteration # 117 - FCN = 297160.6130728 Edm = 0.133561 NCalls = 852 -VariableMetric: Iteration # 118 - FCN = 297160.5852436 Edm = 0.0760085 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297160.5562046 Edm = 0.12931 NCalls = 857 -VariableMetric: Iteration # 120 - FCN = 297160.4765186 Edm = 0.126077 NCalls = 861 -VariableMetric: Iteration # 121 - FCN = 297160.3732538 Edm = 0.243171 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297160.291752 Edm = 0.0899039 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297160.2318617 Edm = 0.249232 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297160.1864528 Edm = 0.0376229 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297160.1246511 Edm = 0.0191294 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297160.1054792 Edm = 0.0283806 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297160.0901294 Edm = 0.00992672 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297160.0730902 Edm = 0.00646013 NCalls = 883 -VariableMetric: Iteration # 129 - FCN = 297160.0619139 Edm = 0.00347879 NCalls = 886 -VariableMetric: Iteration # 130 - FCN = 297160.058609 Edm = 0.00263413 NCalls = 889 -VariableMetric: Iteration # 131 - FCN = 297160.056436 Edm = 0.000643557 NCalls = 891 -VariableMetric: Iteration # 132 - FCN = 297160.0555354 Edm = 0.000286804 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297160.0552506 Edm = 5.98492e-05 NCalls = 895 -VariableMetric: After Hessian - FCN = 297160.0552506 Edm = 0.0208543 NCalls = 1384 -VariableMetric: Iteration # 134 - FCN = 297160.0552506 Edm = 0.0208543 NCalls = 1384 -VariableMetric: Iteration # 135 - FCN = 297160.0550268 Edm = 0.00218542 NCalls = 1387 -VariableMetric: Iteration # 136 - FCN = 297160.0535114 Edm = 0.000662898 NCalls = 1389 -VariableMetric: Iteration # 137 - FCN = 297160.0527458 Edm = 0.000198781 NCalls = 1391 -VariableMetric: Iteration # 138 - FCN = 297160.0522791 Edm = 0.000134161 NCalls = 1393 -VariableMetric: Iteration # 139 - FCN = 297160.0520318 Edm = 9.2968e-05 NCalls = 1395 -VariableMetric: Iteration # 140 - FCN = 297160.0518704 Edm = 4.52807e-05 NCalls = 1397 -VariableMetric: After Hessian - FCN = 297160.0518704 Edm = 0.000172534 NCalls = 1892 -VariableMetric: Iteration # 141 - FCN = 297160.0518704 Edm = 0.000172534 NCalls = 1892 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=206 (206 total) | -| EDM = 6.93E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297244.8025043868 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.30 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.29 | 0.05 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.66 | 0.04 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -1.01 | 0.17 | | | -1.5 | 1.5 | | -| 5 | omega_p | -0.23 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.818 | 0.016 | | | -2 | 2 | | -| 7 | Dbar_p | -1.68 | 0.19 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.872 | 0.026 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.413 | 0.008 | | | -2 | 2 | | -| 10| omega_s | 4.71 | 0.10 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.28 | 0.06 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -2.999E-1 | 0.005E-1 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 3.000E-1 | 0.005E-1 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.238 | 0.015 | | | -2 | 2 | | -| 16| p4160_s | 1.82 | 0.05 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.77 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -0.04 | 8.74 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 22.49 | 0.16 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.76 | 0.04 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 4.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.94 | 0.25 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 4.631 | 0.009 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.336 0.035 0.139 -0.339 -0.014 0.332 0.317 0.306 0.332 0.025 -0.075 -0.012 -0.335 0.029 0.043 0.061 -0.063 0.342 0.000 -0.123 -0.331 -0.338 -0.069 | -| DDstar_p | 0.336 1.000 0.039 0.400 -0.970 0.050 0.973 0.934 0.883 0.973 0.002 -0.212 -0.036 -0.970 0.083 0.268 0.176 -0.072 0.991 -0.007 -0.344 -0.956 -0.978 -0.165 | -| rho_s | 0.035 0.039 1.000 0.016 -0.038 0.017 0.038 0.037 0.035 0.038 -0.008 -0.009 -0.001 -0.038 0.003 0.012 0.007 0.004 0.039 -0.002 -0.014 -0.038 -0.039 -0.004 | -| p4040_s | 0.139 0.400 0.016 1.000 -0.398 0.021 0.398 0.377 0.355 0.398 0.001 -0.083 -0.014 -0.400 0.034 0.099 0.059 -0.029 0.409 -0.003 -0.137 -0.394 -0.411 -0.070 | -| Ctt | -0.339 -0.970 -0.038 -0.398 1.000 -0.051 -0.965 -0.932 -0.874 -0.965 -0.002 0.203 0.036 0.960 -0.083 -0.292 -0.174 0.071 -0.980 0.008 0.342 0.943 0.966 0.179 | -| omega_p | -0.014 0.050 0.017 0.021 -0.051 1.000 0.050 0.047 0.046 0.050 0.012 -0.011 -0.002 -0.050 0.004 0.006 0.009 -0.006 0.051 0.001 -0.019 -0.050 -0.051 -0.011 | -| bplus_1 | 0.332 0.973 0.038 0.398 -0.965 0.050 1.000 0.928 0.878 0.966 0.002 -0.212 -0.036 -0.965 0.083 0.259 0.174 -0.072 0.985 -0.006 -0.345 -0.950 -0.973 -0.162 | -| Dbar_p | 0.317 0.934 0.037 0.377 -0.932 0.047 0.928 1.000 0.839 0.928 0.002 -0.215 -0.034 -0.928 0.080 0.234 0.166 -0.069 0.947 -0.006 -0.327 -0.918 -0.938 -0.149 | -| psi2s_p | 0.306 0.883 0.035 0.355 -0.874 0.046 0.878 0.839 1.000 0.878 0.001 -0.218 -0.031 -0.875 0.077 0.248 0.155 -0.065 0.893 -0.007 -0.314 -0.866 -0.884 -0.159 | -| bplus_0 | 0.332 0.973 0.038 0.398 -0.965 0.050 0.966 0.928 0.878 1.000 0.002 -0.212 -0.036 -0.965 0.083 0.259 0.174 -0.073 0.985 -0.006 -0.345 -0.950 -0.973 -0.162 | -| omega_s | 0.025 0.002 -0.008 0.001 -0.002 0.012 0.002 0.002 0.001 0.002 1.000 -0.000 -0.000 -0.002 0.000 0.002 0.000 -0.000 0.002 -0.000 -0.001 -0.002 -0.002 0.000 | -| p3770_s | -0.075 -0.212 -0.009 -0.083 0.203 -0.011 -0.212 -0.215 -0.218 -0.212 -0.000 1.000 0.010 0.209 -0.016 -0.079 -0.036 0.016 -0.213 0.001 0.043 0.200 0.209 0.040 | -| DDstar_s | -0.012 -0.036 -0.001 -0.014 0.036 -0.002 -0.036 -0.034 -0.031 -0.036 -0.000 0.010 1.000 0.036 -0.003 -0.010 -0.006 0.003 -0.037 0.000 0.015 0.036 0.037 0.011 | -| p4415_s | -0.335 -0.970 -0.038 -0.400 0.960 -0.050 -0.965 -0.928 -0.875 -0.965 -0.002 0.209 0.036 1.000 -0.083 -0.272 -0.180 0.071 -0.980 0.008 0.345 0.946 0.968 0.169 | -| Dbar_s | 0.029 0.083 0.003 0.034 -0.083 0.004 0.083 0.080 0.077 0.083 0.000 -0.016 -0.003 -0.083 1.000 0.023 0.015 -0.006 0.084 -0.001 -0.026 -0.081 -0.083 -0.010 | -| bplus_2 | 0.043 0.268 0.012 0.099 -0.292 0.006 0.259 0.234 0.248 0.259 0.002 -0.079 -0.010 -0.272 0.023 1.000 0.033 -0.029 0.278 0.010 -0.100 -0.274 -0.280 -0.012 | -| p4160_s | 0.061 0.176 0.007 0.059 -0.174 0.009 0.174 0.166 0.155 0.174 0.000 -0.036 -0.006 -0.180 0.015 0.033 1.000 -0.013 0.184 -0.002 -0.060 -0.160 -0.182 -0.031 | -| phi_p | -0.063 -0.072 0.004 -0.029 0.071 -0.006 -0.072 -0.069 -0.065 -0.073 -0.000 0.016 0.003 0.071 -0.006 -0.029 -0.013 1.000 -0.073 0.047 0.025 0.070 0.072 0.008 | -| p4415_p | 0.342 0.991 0.039 0.409 -0.980 0.051 0.985 0.947 0.893 0.985 0.002 -0.213 -0.037 -0.980 0.084 0.278 0.184 -0.073 1.000 -0.008 -0.352 -0.966 -0.988 -0.172 | -| phi_s | 0.000 -0.007 -0.002 -0.003 0.008 0.001 -0.006 -0.006 -0.007 -0.006 -0.000 0.001 0.000 0.008 -0.001 0.010 -0.002 0.047 -0.008 1.000 0.003 0.008 0.008 0.002 | -| p3770_p | -0.123 -0.344 -0.014 -0.137 0.342 -0.019 -0.345 -0.327 -0.314 -0.345 -0.001 0.043 0.015 0.345 -0.026 -0.100 -0.060 0.025 -0.352 0.003 1.000 0.344 0.350 0.053 | -| p4040_p | -0.331 -0.956 -0.038 -0.394 0.943 -0.050 -0.950 -0.918 -0.866 -0.950 -0.002 0.200 0.036 0.946 -0.081 -0.274 -0.160 0.070 -0.966 0.008 0.344 1.000 0.954 0.168 | -| p4160_p | -0.338 -0.978 -0.039 -0.411 0.966 -0.051 -0.973 -0.938 -0.884 -0.973 -0.002 0.209 0.037 0.968 -0.083 -0.280 -0.182 0.072 -0.988 0.008 0.350 0.954 1.000 0.171 | -| jpsi_p | -0.069 -0.165 -0.004 -0.070 0.179 -0.011 -0.162 -0.149 -0.159 -0.162 0.000 0.040 0.011 0.169 -0.010 -0.012 -0.031 0.008 -0.172 0.002 0.053 0.168 0.171 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1052206952055843}), (, {'error': 0.3661115885151194}), (, {'error': 0.05482738750408245}), (, {'error': 0.044381655930583463}), (, {'error': 0.17111220651974407}), (, {'error': 0.08943432346035873}), (, {'error': 0.016336079873586762}), (, {'error': 0.19193226475050373}), (, {'error': 0.025508029744498728}), (, {'error': 0.008147493222654179}), (, {'error': 0.09846720162251632}), (, {'error': 0.0597155620991936}), (, {'error': 0.0005028305231318531}), (, {'error': 0.037923734814049426}), (, {'error': 0.00049392779597901}), (, {'error': 0.014674589301101992}), (, {'error': 0.0486762411803483}), (, {'error': 0.05633943059282753}), (, {'error': 8.739029432720777}), (, {'error': 0.16407334953612107}), (, {'error': 0.041347621797670264}), (, {'error': 0.35590910431296674}), (, {'error': 0.25436681536876105}), (, {'error': 0.009260481628359685})]) -Toy 1/25 -Time taken: 2 min, 38 s -Projected time left: 1 h, 3 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1444 (1444 total) | -| EDM = 0.000441 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297220.90830616665 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.00 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.28 | 0.20 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.80 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.87 | 0.07 | | | -2 | 2 | | -| 7 | Dbar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.888 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.12 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -0.31 | 0.21 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 4.36 | 0.20 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 18.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.43 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.33 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -1.620 | 0.024 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.009 0.072 0.052 0.104 0.124 0.028 0.038 0.005 -0.049 0.037 0.027 -0.000 0.030 0.001 -0.264 0.074 0.116 0.044 0.099 -0.012 0.013 -0.010 -0.091 | -| DDstar_p | 0.009 1.000 0.101 -0.143 -0.016 0.047 -0.181 -0.201 -0.118 -0.104 0.003 0.071 0.054 -0.053 0.005 0.270 -0.079 0.001 -0.136 -0.012 0.141 -0.030 0.004 -0.119 | -| rho_s | 0.072 0.101 1.000 -0.005 -0.059 0.554 0.314 0.040 -0.003 -0.377 0.069 -0.007 0.006 0.016 0.001 0.136 -0.014 -0.006 -0.040 -0.048 0.007 -0.014 -0.019 0.001 | -| p4040_s | 0.052 -0.143 -0.005 1.000 0.344 0.008 0.023 -0.049 0.040 -0.032 -0.001 0.123 -0.007 0.136 -0.007 -0.105 -0.016 0.008 -0.209 -0.018 -0.149 -0.204 -0.507 0.019 | -| Ctt | 0.104 -0.016 -0.059 0.344 1.000 -0.005 0.066 -0.345 0.247 0.049 -0.004 -0.089 -0.011 0.204 -0.007 -0.650 0.244 0.007 -0.031 -0.035 -0.223 -0.193 -0.326 0.234 | -| omega_p | 0.124 0.047 0.554 0.008 -0.005 1.000 0.165 0.026 -0.001 -0.195 0.570 0.001 0.003 0.013 0.001 0.015 0.008 0.015 -0.011 -0.016 0.000 -0.005 -0.012 -0.020 | -| bplus_1 | 0.028 -0.181 0.314 0.023 0.066 0.165 1.000 -0.078 0.032 -0.916 0.010 -0.025 -0.016 -0.036 -0.006 -0.156 0.018 0.020 0.108 -0.076 -0.104 0.054 0.039 -0.036 | -| Dbar_p | 0.038 -0.201 0.040 -0.049 -0.345 0.026 -0.078 1.000 -0.050 -0.057 0.000 -0.092 -0.003 0.018 0.034 0.044 -0.073 0.007 -0.100 -0.016 0.287 -0.121 -0.025 0.191 | -| psi2s_p | 0.005 -0.118 -0.003 0.040 0.247 -0.001 0.032 -0.050 1.000 -0.004 -0.002 -0.435 0.023 0.020 0.029 -0.061 -0.057 -0.002 -0.067 -0.005 -0.018 -0.210 -0.138 -0.007 | -| bplus_0 | -0.049 -0.104 -0.377 -0.032 0.049 -0.195 -0.916 -0.057 -0.004 1.000 -0.012 -0.009 -0.004 -0.037 -0.001 -0.068 -0.029 -0.028 0.010 0.082 0.032 -0.011 0.023 0.104 | -| omega_s | 0.037 0.003 0.069 -0.001 -0.004 0.570 0.010 0.000 -0.002 -0.012 1.000 -0.003 0.000 -0.000 0.000 0.011 -0.002 -0.023 -0.003 0.001 -0.001 -0.002 -0.002 -0.008 | -| p3770_s | 0.027 0.071 -0.007 0.123 -0.089 0.001 -0.025 -0.092 -0.435 -0.009 -0.003 1.000 0.035 0.021 0.030 0.035 0.027 0.003 -0.014 -0.013 -0.253 -0.054 -0.042 -0.071 | -| DDstar_s | -0.000 0.054 0.006 -0.007 -0.011 0.003 -0.016 -0.003 0.023 -0.004 0.000 0.035 1.000 -0.005 -0.002 0.018 0.002 0.001 0.021 0.000 0.039 0.032 0.054 0.061 | -| p4415_s | 0.030 -0.053 0.016 0.136 0.204 0.013 -0.036 0.018 0.020 -0.037 -0.000 0.021 -0.005 1.000 -0.002 0.030 0.298 0.005 -0.135 -0.012 -0.063 0.050 -0.025 -0.010 | -| Dbar_s | 0.001 0.005 0.001 -0.007 -0.007 0.001 -0.006 0.034 0.029 -0.001 0.000 0.030 -0.002 -0.002 1.000 0.005 -0.001 0.001 0.011 -0.000 0.047 0.023 0.034 0.058 | -| bplus_2 | -0.264 0.270 0.136 -0.105 -0.650 0.015 -0.156 0.044 -0.061 -0.068 0.011 0.035 0.018 0.030 0.005 1.000 -0.155 -0.033 -0.246 0.068 0.065 -0.027 -0.023 -0.175 | -| p4160_s | 0.074 -0.079 -0.014 -0.016 0.244 0.008 0.018 -0.073 -0.057 -0.029 -0.002 0.027 0.002 0.298 -0.001 -0.155 1.000 0.010 -0.183 -0.025 -0.045 0.339 -0.116 -0.019 | -| phi_p | 0.116 0.001 -0.006 0.008 0.007 0.015 0.020 0.007 -0.002 -0.028 -0.023 0.003 0.001 0.005 0.001 -0.033 0.010 1.000 0.004 0.631 -0.005 0.001 -0.004 -0.035 | -| p4415_p | 0.044 -0.136 -0.040 -0.209 -0.031 -0.011 0.108 -0.100 -0.067 0.010 -0.003 -0.014 0.021 -0.135 0.011 -0.246 -0.183 0.004 1.000 -0.013 0.041 0.121 0.293 0.004 | -| phi_s | 0.099 -0.012 -0.048 -0.018 -0.035 -0.016 -0.076 -0.016 -0.005 0.082 0.001 -0.013 0.000 -0.012 -0.000 0.068 -0.025 0.631 -0.013 1.000 -0.001 -0.007 0.002 0.005 | -| p3770_p | -0.012 0.141 0.007 -0.149 -0.223 0.000 -0.104 0.287 -0.018 0.032 -0.001 -0.253 0.039 -0.063 0.047 0.065 -0.045 -0.005 0.041 -0.001 1.000 0.119 0.157 0.000 | -| p4040_p | 0.013 -0.030 -0.014 -0.204 -0.193 -0.005 0.054 -0.121 -0.210 -0.011 -0.002 -0.054 0.032 0.050 0.023 -0.027 0.339 0.001 0.121 -0.007 0.119 1.000 0.128 -0.098 | -| p4160_p | -0.010 0.004 -0.019 -0.507 -0.326 -0.012 0.039 -0.025 -0.138 0.023 -0.002 -0.042 0.054 -0.025 0.034 -0.023 -0.116 -0.004 0.293 0.002 0.157 0.128 1.000 -0.053 | -| jpsi_p | -0.091 -0.119 0.001 0.019 0.234 -0.020 -0.036 0.191 -0.007 0.104 -0.008 -0.071 0.061 -0.010 0.058 -0.175 -0.019 -0.035 0.004 0.005 0.000 -0.098 -0.053 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.43910007898594294}), (, {'error': 0.35139286048220386}), (, {'error': 0.33523377693805534}), (, {'error': 0.17514064100752785}), (, {'error': 0.20042212797775383}), (, {'error': 0.22929037572077515}), (, {'error': 0.06564461794237175}), (, {'error': 0.34561455485843107}), (, {'error': 0.031126304405225902}), (, {'error': 0.03399373263970007}), (, {'error': 3.6722673642449664}), (, {'error': 0.23072912982408322}), (, {'error': 0.029983442253126963}), (, {'error': 0.1927462698844044}), (, {'error': 0.02300724174785354}), (, {'error': 0.09181361808103827}), (, {'error': 0.17216398641068986}), (, {'error': 0.21033797806437393}), (, {'error': 0.19782478355652966}), (, {'error': 1.082426281184004}), (, {'error': 0.09787333212821636}), (, {'error': 0.1836307947903042}), (, {'error': 0.09462473009660055}), (, {'error': 0.023975122874207777})]) -Toy 2/25 -Time taken: 7 min, 53 s -Projected time left: 1 h, 30 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=426 (426 total) | -| EDM = 7.5E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297407.64656304 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 4 | 11 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -0.78 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.029 | 1.234 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.97 | 0.04 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.237 | 0.029 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.31 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.748 | 0.002 | | | -2 | 2 | | -| 7 | Dbar_p | -4.46 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.920 | 0.009 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.404 | 0.001 | | | -2 | 2 | | -| 10| omega_s | 7.1 | 0.4 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.30 | 0.06 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.298 | 0.004 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.38 | 0.05 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -2.999E-1 | 0.019E-1 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.236 | 0.010 | | | -2 | 2 | | -| 16| p4160_s | 1.89 | 0.04 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -0.06 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -2.18 | 0.04 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 18.82 | 0.27 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.415 | 0.026 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.41 | 0.05 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.146 | 0.028 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 4.670 | 0.007 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.108 0.999 0.030 0.154 0.659 -0.164 0.168 0.022 -0.026 -0.695 0.036 0.022 0.021 -0.018 -0.301 0.029 -0.111 0.033 -0.175 0.024 0.025 0.027 0.091 | -| DDstar_p | 0.108 1.000 0.108 -0.013 0.021 0.070 0.048 -0.034 0.009 0.062 -0.073 0.019 -0.004 -0.029 -0.008 -0.009 -0.024 -0.019 -0.006 -0.015 0.032 0.024 0.026 0.057 | -| rho_s | 0.999 0.108 1.000 0.030 0.154 0.659 -0.165 0.168 0.022 -0.026 -0.695 0.036 0.022 0.021 -0.018 -0.302 0.029 -0.112 0.033 -0.175 0.024 0.025 0.027 0.091 | -| p4040_s | 0.030 -0.013 0.030 1.000 0.017 0.019 0.027 -0.023 -0.020 0.031 -0.021 0.004 -0.005 0.002 0.003 0.006 -0.023 -0.005 -0.018 -0.005 0.008 -0.011 -0.044 0.005 | -| Ctt | 0.154 0.021 0.154 0.017 1.000 0.099 -0.015 -0.013 0.017 0.007 -0.105 -0.021 0.003 0.037 0.001 0.022 0.027 -0.027 0.002 -0.022 -0.010 -0.037 -0.031 0.049 | -| omega_p | 0.659 0.070 0.659 0.019 0.099 1.000 -0.105 0.108 0.014 -0.015 -0.414 0.023 0.014 0.014 -0.012 -0.194 0.019 -0.066 0.021 -0.113 0.015 0.016 0.017 0.059 | -| bplus_1 | -0.164 0.048 -0.165 0.027 -0.015 -0.105 1.000 0.040 0.017 -0.082 0.112 0.013 0.005 0.029 0.001 -0.000 0.029 0.034 0.014 0.021 -0.005 -0.008 -0.005 -0.044 | -| Dbar_p | 0.168 -0.034 0.168 -0.023 -0.013 0.108 0.040 1.000 -0.014 0.062 -0.115 -0.016 -0.004 -0.006 0.001 0.004 -0.018 -0.030 -0.017 -0.024 0.019 -0.010 -0.011 0.056 | -| psi2s_p | 0.022 0.009 0.022 -0.020 0.017 0.014 0.017 -0.014 1.000 0.020 -0.015 -0.046 -0.005 -0.007 0.008 -0.004 -0.016 -0.004 -0.011 -0.004 -0.011 -0.016 -0.010 -0.004 | -| bplus_0 | -0.026 0.062 -0.026 0.031 0.007 -0.015 -0.082 0.062 0.020 1.000 0.017 0.019 0.008 0.031 -0.001 -0.042 0.033 0.019 0.019 -0.004 -0.001 -0.004 -0.001 -0.032 | -| omega_s | -0.695 -0.073 -0.695 -0.021 -0.105 -0.414 0.112 -0.115 -0.015 0.017 1.000 -0.025 -0.015 -0.015 0.012 0.206 -0.020 0.072 -0.023 0.123 -0.017 -0.017 -0.018 -0.063 | -| p3770_s | 0.036 0.019 0.036 0.004 -0.021 0.023 0.013 -0.016 -0.046 0.019 -0.025 1.000 -0.003 0.002 0.009 0.011 0.002 -0.007 -0.002 -0.006 -0.038 -0.022 -0.010 0.009 | -| DDstar_s | 0.022 -0.004 0.022 -0.005 0.003 0.014 0.005 -0.004 -0.005 0.008 -0.015 -0.003 1.000 -0.003 0.001 -0.003 -0.004 -0.004 -0.003 -0.003 0.000 -0.000 -0.002 0.002 | -| p4415_s | 0.021 -0.029 0.021 0.002 0.037 0.014 0.029 -0.006 -0.007 0.031 -0.015 0.002 -0.003 1.000 -0.001 -0.017 0.008 -0.004 -0.007 -0.003 -0.000 0.014 0.027 0.001 | -| Dbar_s | -0.018 -0.008 -0.018 0.003 0.001 -0.012 0.001 0.001 0.008 -0.001 0.012 0.009 0.001 -0.001 1.000 0.002 0.000 0.003 0.002 0.003 0.007 0.005 0.005 0.004 | -| bplus_2 | -0.301 -0.009 -0.302 0.006 0.022 -0.194 -0.000 0.004 -0.004 -0.042 0.206 0.011 -0.003 -0.017 0.002 1.000 0.004 0.057 0.013 0.040 -0.001 0.011 0.016 -0.053 | -| p4160_s | 0.029 -0.024 0.029 -0.023 0.027 0.019 0.029 -0.018 -0.016 0.033 -0.020 0.002 -0.004 0.008 0.000 0.004 1.000 -0.005 -0.028 -0.004 0.004 0.044 -0.010 0.004 | -| phi_p | -0.111 -0.019 -0.112 -0.005 -0.027 -0.066 0.034 -0.030 -0.004 0.019 0.072 -0.007 -0.004 -0.004 0.003 0.057 -0.005 1.000 -0.006 0.191 -0.004 -0.004 -0.005 -0.015 | -| p4415_p | 0.033 -0.006 0.033 -0.018 0.002 0.021 0.014 -0.017 -0.011 0.019 -0.023 -0.002 -0.003 -0.007 0.002 0.013 -0.028 -0.006 1.000 -0.005 0.005 0.014 0.016 0.008 | -| phi_s | -0.175 -0.015 -0.175 -0.005 -0.022 -0.113 0.021 -0.024 -0.004 -0.004 0.123 -0.006 -0.003 -0.003 0.003 0.040 -0.004 0.191 -0.005 1.000 -0.004 -0.004 -0.004 -0.016 | -| p3770_p | 0.024 0.032 0.024 0.008 -0.010 0.015 -0.005 0.019 -0.011 -0.001 -0.017 -0.038 0.000 -0.000 0.007 -0.001 0.004 -0.004 0.005 -0.004 1.000 0.003 0.006 -0.002 | -| p4040_p | 0.025 0.024 0.025 -0.011 -0.037 0.016 -0.008 -0.010 -0.016 -0.004 -0.017 -0.022 -0.000 0.014 0.005 0.011 0.044 -0.004 0.014 -0.004 0.003 1.000 -0.007 0.005 | -| p4160_p | 0.027 0.026 0.027 -0.044 -0.031 0.017 -0.005 -0.011 -0.010 -0.001 -0.018 -0.010 -0.002 0.027 0.005 0.016 -0.010 -0.005 0.016 -0.004 0.006 -0.007 1.000 0.007 | -| jpsi_p | 0.091 0.057 0.091 0.005 0.049 0.059 -0.044 0.056 -0.004 -0.032 -0.063 0.009 0.002 0.001 0.004 -0.053 0.004 -0.015 0.008 -0.016 -0.002 0.005 0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 11.182266518893787}), (, {'error': 0.04845800630148345}), (, {'error': 1.234387171671791}), (, {'error': 0.041995496442824964}), (, {'error': 0.029077715788177527}), (, {'error': 0.07906264060931711}), (, {'error': 0.001901735533124671}), (, {'error': 0.044277142060817454}), (, {'error': 0.008709810298833887}), (, {'error': 0.0010497607318034063}), (, {'error': 0.40475522414337517}), (, {'error': 0.06256435055407339}), (, {'error': 0.004241820717114098}), (, {'error': 0.05128219883464602}), (, {'error': 0.0018589698420958534}), (, {'error': 0.01029372876154433}), (, {'error': 0.042736201922184525}), (, {'error': 0.11138911644311067}), (, {'error': 0.044737263993469334}), (, {'error': 0.2734993994124899}), (, {'error': 0.02611545388076575}), (, {'error': 0.04833839908776616}), (, {'error': 0.0277327977138917}), (, {'error': 0.006980674475318693})]) -Toy 3/25 -Time taken: 10 min, 58 s -Projected time left: 1 h, 20 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1501 (1501 total) | -| EDM = 0.0114 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297357.19533505524 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.45 | 0.28 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.005 | 0.035 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.88 | 0.18 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.54 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.77 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | 2.04 | 0.27 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.892 | 0.028 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.07 | 0.22 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.19 | 0.18 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.23 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 2.05 | 0.15 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 6.19 | 0.24 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 4.09 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 18.5 | 1.1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.88 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.66 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -1.647 | 0.023 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.094 0.029 0.000 0.115 -0.069 -0.182 -0.034 -0.011 0.185 -0.057 -0.014 0.000 -0.039 0.001 -0.207 0.023 0.029 0.044 0.055 -0.018 -0.000 0.010 -0.008 | -| DDstar_p | -0.094 1.000 0.229 0.009 -0.164 0.080 0.302 -0.109 0.004 -0.468 0.019 0.156 0.034 0.034 0.002 0.373 -0.077 0.022 -0.101 -0.030 0.142 -0.001 0.082 0.019 | -| rho_s | 0.029 0.229 1.000 -0.000 -0.212 0.391 0.395 0.121 0.033 -0.431 0.039 0.055 -0.001 0.092 -0.000 0.283 0.006 0.033 -0.050 -0.009 0.030 -0.001 -0.013 -0.082 | -| p4040_s | 0.000 0.009 -0.000 1.000 -0.023 -0.000 0.000 -0.002 -0.013 0.000 0.000 -0.005 0.002 -0.003 0.002 0.001 0.029 -0.000 0.013 -0.000 0.015 -0.365 0.018 -0.003 | -| Ctt | 0.115 -0.164 -0.212 -0.023 1.000 -0.064 -0.451 -0.336 0.120 0.523 -0.013 -0.227 -0.005 0.065 0.007 -0.741 0.240 -0.025 0.102 0.002 -0.146 0.008 -0.214 0.284 | -| omega_p | -0.069 0.080 0.391 -0.000 -0.064 1.000 0.136 0.048 0.010 -0.149 -0.572 0.021 0.000 0.033 0.000 0.075 0.010 0.033 -0.011 0.021 0.009 -0.000 -0.005 -0.047 | -| bplus_1 | -0.182 0.302 0.395 0.000 -0.451 0.136 1.000 0.146 0.055 -0.958 0.029 0.087 -0.003 0.133 -0.000 0.613 -0.023 0.043 -0.091 -0.042 0.012 -0.002 -0.010 -0.197 | -| Dbar_p | -0.034 -0.109 0.121 -0.002 -0.336 0.048 0.146 1.000 -0.011 -0.239 0.012 -0.000 0.003 0.080 0.026 0.129 -0.057 0.013 -0.091 -0.029 0.286 0.005 -0.026 0.190 | -| psi2s_p | -0.011 0.004 0.033 -0.013 0.120 0.010 0.055 -0.011 1.000 -0.068 0.006 -0.449 0.036 0.049 0.040 0.040 -0.046 -0.000 -0.080 -0.011 0.065 0.011 -0.131 -0.050 | -| bplus_0 | 0.185 -0.468 -0.431 0.000 0.523 -0.149 -0.958 -0.239 -0.068 1.000 -0.033 -0.125 0.003 -0.200 0.000 -0.724 0.007 -0.047 0.125 0.048 -0.059 0.002 0.026 0.198 | -| omega_s | -0.057 0.019 0.039 0.000 -0.013 -0.572 0.029 0.012 0.006 -0.033 1.000 0.008 -0.000 0.007 -0.000 0.013 0.004 0.015 -0.000 -0.017 0.004 -0.000 0.002 0.004 | -| p3770_s | -0.014 0.156 0.055 -0.005 -0.227 0.021 0.087 -0.000 -0.449 -0.125 0.008 1.000 0.031 0.014 0.039 0.111 0.028 0.004 0.005 -0.020 -0.160 0.001 0.033 -0.054 | -| DDstar_s | 0.000 0.034 -0.001 0.002 -0.005 0.000 -0.003 0.003 0.036 0.003 -0.000 0.031 1.000 -0.004 -0.003 -0.001 0.006 0.000 0.028 0.001 0.021 -0.002 0.048 0.061 | -| p4415_s | -0.039 0.034 0.092 -0.003 0.065 0.033 0.133 0.080 0.049 -0.200 0.007 0.014 -0.004 1.000 -0.003 0.188 0.305 0.010 -0.101 -0.012 -0.049 -0.004 -0.038 -0.042 | -| Dbar_s | 0.001 0.002 -0.000 0.002 0.007 0.000 -0.000 0.026 0.040 0.000 -0.000 0.039 -0.003 -0.003 1.000 0.002 -0.001 0.001 0.014 0.000 0.033 -0.001 0.034 0.054 | -| bplus_2 | -0.207 0.373 0.283 0.001 -0.741 0.075 0.613 0.129 0.040 -0.724 0.013 0.111 -0.001 0.188 0.002 1.000 -0.111 0.029 -0.214 0.026 0.045 -0.000 -0.037 -0.230 | -| p4160_s | 0.023 -0.077 0.006 0.029 0.240 0.010 -0.023 -0.057 -0.046 0.007 0.004 0.028 0.006 0.305 -0.001 -0.111 1.000 0.001 -0.108 -0.022 -0.061 -0.017 -0.098 -0.016 | -| phi_p | 0.029 0.022 0.033 -0.000 -0.025 0.033 0.043 0.013 -0.000 -0.047 0.015 0.004 0.000 0.010 0.001 0.029 0.001 1.000 -0.006 0.650 0.000 0.000 -0.003 -0.029 | -| p4415_p | 0.044 -0.101 -0.050 0.013 0.102 -0.011 -0.091 -0.091 -0.080 0.125 -0.000 0.005 0.028 -0.101 0.014 -0.214 -0.108 -0.006 1.000 -0.013 0.015 -0.003 0.221 0.011 | -| phi_s | 0.055 -0.030 -0.009 -0.000 0.002 0.021 -0.042 -0.029 -0.011 0.048 -0.017 -0.020 0.001 -0.012 0.000 0.026 -0.022 0.650 -0.013 1.000 -0.005 0.001 -0.006 0.014 | -| p3770_p | -0.018 0.142 0.030 0.015 -0.146 0.009 0.012 0.286 0.065 -0.059 0.004 -0.160 0.021 -0.049 0.033 0.045 -0.061 0.000 0.015 -0.005 1.000 -0.006 0.134 0.062 | -| p4040_p | -0.000 -0.001 -0.001 -0.365 0.008 -0.000 -0.002 0.005 0.011 0.002 -0.000 0.001 -0.002 -0.004 -0.001 -0.000 -0.017 0.000 -0.003 0.001 -0.006 1.000 0.005 0.004 | -| p4160_p | 0.010 0.082 -0.013 0.018 -0.214 -0.005 -0.010 -0.026 -0.131 0.026 0.002 0.033 0.048 -0.038 0.034 -0.037 -0.098 -0.003 0.221 -0.006 0.134 0.005 1.000 -0.016 | -| jpsi_p | -0.008 0.019 -0.082 -0.003 0.284 -0.047 -0.197 0.190 -0.050 0.198 0.004 -0.054 0.061 -0.042 0.054 -0.230 -0.016 -0.029 0.011 0.014 0.062 0.004 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28614244911826914}), (, {'error': 0.27583608378330116}), (, {'error': 0.35613641290996334}), (, {'error': 0.03535697085575011}), (, {'error': 0.1791026865394617}), (, {'error': 0.25645311434549045}), (, {'error': 0.051081589295405294}), (, {'error': 0.2720047708019919}), (, {'error': 0.02831579215183222}), (, {'error': 0.03462601648370689}), (, {'error': 3.8214326649317445}), (, {'error': 0.21810649852762687}), (, {'error': 0.02471621537387575}), (, {'error': 0.18212294649276495}), (, {'error': 0.021659509332267207}), (, {'error': 0.087264088147327}), (, {'error': 0.14685492117566779}), (, {'error': 0.24332824385881757}), (, {'error': 0.16512524245455484}), (, {'error': 1.0550553570820647}), (, {'error': 0.0979812136712237}), (, {'error': 8.254105497193391}), (, {'error': 0.08806415314518423}), (, {'error': 0.023466889409452296})]) -Toy 4/25 -Time taken: 16 min, 26 s -Projected time left: 1 h, 26 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1006 (1006 total) | -| EDM = 1.52E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297258.99620427267 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.022 | 0.439 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.95 | 0.16 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.75 | 0.22 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.97 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | -1.26 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.504 | 0.022 | | | -2 | 2 | | -| 10| omega_s | 5.3 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.22 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 1.98 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.76 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.65 | 0.11 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 4.19 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.04 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -1.666 | 0.027 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.039 0.052 0.064 0.098 -0.006 0.109 0.005 -0.001 -0.133 0.482 0.007 0.000 0.003 0.001 0.250 0.068 -0.286 -0.002 -0.138 -0.034 -0.016 -0.019 -0.099 | -| DDstar_p | -0.039 1.000 0.068 -0.156 -0.072 0.003 0.345 -0.123 0.009 0.034 -0.034 0.184 0.031 0.001 -0.001 -0.263 -0.109 0.013 0.005 0.013 0.275 0.172 0.232 0.232 | -| rho_s | 0.052 0.068 1.000 0.018 0.021 0.046 -0.157 0.048 0.007 0.243 -0.346 0.023 0.000 -0.000 0.001 0.053 0.026 -0.016 -0.001 -0.071 0.028 -0.001 0.001 0.005 | -| p4040_s | 0.064 -0.156 0.018 1.000 0.317 -0.001 -0.056 -0.171 -0.085 0.014 0.011 0.060 0.010 -0.019 0.002 0.194 0.208 -0.023 -0.002 -0.040 -0.153 -0.211 -0.518 -0.053 | -| Ctt | 0.098 -0.072 0.021 0.317 1.000 -0.001 -0.195 -0.337 0.189 -0.020 0.016 -0.210 0.001 -0.007 0.005 0.735 0.281 -0.023 -0.008 -0.045 -0.232 -0.363 -0.383 0.247 | -| omega_p | -0.006 0.003 0.046 -0.001 -0.001 1.000 -0.008 0.001 0.001 0.011 -0.150 0.001 -0.000 -0.000 -0.000 -0.004 -0.001 0.012 0.000 -0.001 0.002 0.000 0.001 0.005 | -| bplus_1 | 0.109 0.345 -0.157 -0.056 -0.195 -0.008 1.000 0.171 0.020 -0.846 0.095 0.073 -0.003 -0.009 -0.000 -0.274 -0.048 -0.027 0.000 0.007 0.132 0.030 0.033 0.067 | -| Dbar_p | 0.005 -0.123 0.048 -0.171 -0.337 0.001 0.171 1.000 -0.071 0.036 -0.015 -0.049 0.007 -0.007 0.020 -0.089 -0.116 -0.002 0.003 -0.011 0.310 -0.027 0.005 0.173 | -| psi2s_p | -0.001 0.009 0.007 -0.085 0.189 0.001 0.020 -0.071 1.000 -0.006 -0.004 -0.433 0.028 -0.007 0.025 0.009 -0.074 -0.004 0.002 -0.005 0.020 -0.189 -0.132 -0.026 | -| bplus_0 | -0.133 0.034 0.243 0.014 -0.020 0.011 -0.846 0.036 -0.006 1.000 -0.129 0.043 0.001 0.000 0.002 -0.034 0.024 0.027 -0.001 -0.014 0.038 0.011 0.013 -0.038 | -| omega_s | 0.482 -0.034 -0.346 0.011 0.016 -0.150 0.095 -0.015 -0.004 -0.129 1.000 -0.007 -0.000 0.001 -0.000 0.051 0.009 -0.143 -0.000 -0.040 -0.021 -0.004 -0.007 -0.041 | -| p3770_s | 0.007 0.184 0.023 0.060 -0.210 0.001 0.073 -0.049 -0.433 0.043 -0.007 1.000 0.025 -0.000 0.024 -0.135 -0.004 -0.007 0.001 -0.016 -0.210 -0.020 0.035 -0.030 | -| DDstar_s | 0.000 0.031 0.000 0.010 0.001 -0.000 -0.003 0.007 0.028 0.001 -0.000 0.025 1.000 0.002 -0.001 0.006 0.009 0.001 -0.001 0.000 0.022 0.023 0.037 0.056 | -| p4415_s | 0.003 0.001 -0.000 -0.019 -0.007 -0.000 -0.009 -0.007 -0.007 0.000 0.001 -0.000 0.002 1.000 0.001 0.014 -0.025 -0.001 -0.023 -0.002 0.006 0.013 0.020 -0.000 | -| Dbar_s | 0.001 -0.001 0.001 0.002 0.005 -0.000 -0.000 0.020 0.025 0.002 -0.000 0.024 -0.001 0.001 1.000 0.005 0.002 0.000 -0.000 -0.000 0.030 0.017 0.022 0.043 | -| bplus_2 | 0.250 -0.263 0.053 0.194 0.735 -0.004 -0.274 -0.089 0.009 -0.034 0.051 -0.135 0.006 0.014 0.005 1.000 0.213 -0.078 -0.004 -0.132 -0.143 -0.140 -0.128 0.117 | -| p4160_s | 0.068 -0.109 0.026 0.208 0.281 -0.001 -0.048 -0.116 -0.074 0.024 0.009 -0.004 0.009 -0.025 0.002 0.213 1.000 -0.023 -0.005 -0.042 -0.093 0.224 -0.214 -0.031 | -| phi_p | -0.286 0.013 -0.016 -0.023 -0.023 0.012 -0.027 -0.002 -0.004 0.027 -0.143 -0.007 0.001 -0.001 0.000 -0.078 -0.023 1.000 0.001 0.582 0.010 0.001 0.003 0.023 | -| p4415_p | -0.002 0.005 -0.001 -0.002 -0.008 0.000 0.000 0.003 0.002 -0.001 -0.000 0.001 -0.001 -0.023 -0.000 -0.004 -0.005 0.001 1.000 0.001 0.003 -0.002 -0.005 0.002 | -| phi_s | -0.138 0.013 -0.071 -0.040 -0.045 -0.001 0.007 -0.011 -0.005 -0.014 -0.040 -0.016 0.000 -0.002 -0.000 -0.132 -0.042 0.582 0.001 1.000 0.010 0.003 0.004 0.036 | -| p3770_p | -0.034 0.275 0.028 -0.153 -0.232 0.002 0.132 0.310 0.020 0.038 -0.021 -0.210 0.022 0.006 0.030 -0.143 -0.093 0.010 0.003 0.010 1.000 0.199 0.214 0.073 | -| p4040_p | -0.016 0.172 -0.001 -0.211 -0.363 0.000 0.030 -0.027 -0.189 0.011 -0.004 -0.020 0.023 0.013 0.017 -0.140 0.224 0.001 -0.002 0.003 0.199 1.000 0.357 -0.066 | -| p4160_p | -0.019 0.232 0.001 -0.518 -0.383 0.001 0.033 0.005 -0.132 0.013 -0.007 0.035 0.037 0.020 0.022 -0.128 -0.214 0.003 -0.005 0.004 0.214 0.357 1.000 -0.023 | -| jpsi_p | -0.099 0.232 0.005 -0.053 0.247 0.005 0.067 0.173 -0.026 -0.038 -0.041 -0.030 0.056 -0.000 0.043 0.117 -0.031 0.023 0.002 0.036 0.073 -0.066 -0.023 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4391242087240603}), (, {'error': 0.32176078729607993}), (, {'error': 0.3407768545481124}), (, {'error': 0.16361264567992911}), (, {'error': 0.21552017793040212}), (, {'error': 0.1711266433098233}), (, {'error': 0.04504510978778442}), (, {'error': 0.2978420869151561}), (, {'error': 0.03176204741112976}), (, {'error': 0.02154683469818286}), (, {'error': 1.016370270017389}), (, {'error': 0.22758231765804648}), (, {'error': 0.01941720869367039}), (, {'error': 0.04058542816589278}), (, {'error': 0.015797732401518882}), (, {'error': 0.09129367343567152}), (, {'error': 0.15793838344094213}), (, {'error': 0.17126940541052837}), (, {'error': 0.16836111597339531}), (, {'error': 0.9791084422565284}), (, {'error': 0.10588492365455782}), (, {'error': 0.19918028158265955}), (, {'error': 0.11018931208155891}), (, {'error': 0.026785537623479794})]) -Toy 5/25 -Time taken: 20 min, 57 s -Projected time left: 1 h, 23 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1397 (1397 total) | -| EDM = 0.000526 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297178.1511270118 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.15 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -2.0 | 9.8 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.51 | 0.17 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.03 | 0.10 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.13 | 0.11 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.72 | 0.13 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.874 | 0.009 | | | -2 | 2 | | -| 7 | Dbar_p | -2.34 | 0.25 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.478 | 0.005 | | | -2 | 2 | | -| 10| omega_s | 8.9 | 0.6 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.76 | 0.28 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.014 | 0.453 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.12 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.24 | 0.03 | | | -2 | 2 | | -| 16| p4160_s | 2.39 | 0.09 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -2.53 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 17.1 | 0.5 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -2.77 | 0.09 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 3.73 | 0.23 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.36 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.212 0.101 -0.114 -0.193 -0.047 -0.153 0.200 -0.184 -0.149 0.036 -0.191 0.212 0.173 -0.205 0.197 0.081 0.015 -0.130 0.002 -0.160 -0.194 -0.205 -0.196 | -| DDstar_p | -0.212 1.000 0.079 0.555 0.861 -0.003 0.819 -0.897 0.871 0.785 0.076 0.900 -0.996 -0.827 0.988 -0.638 -0.368 -0.018 0.625 0.159 0.719 0.915 0.966 0.926 | -| rho_s | 0.101 0.079 1.000 0.043 0.068 0.190 0.070 -0.071 0.068 0.080 -0.097 0.070 -0.079 -0.065 0.078 -0.050 -0.031 -0.003 0.049 0.015 0.056 0.072 0.076 0.071 | -| p4040_s | -0.114 0.555 0.043 1.000 0.517 -0.001 0.482 -0.480 0.467 0.466 0.041 0.516 -0.555 -0.444 0.561 -0.351 -0.226 -0.009 0.317 0.084 0.399 0.496 0.500 0.513 | -| Ctt | -0.193 0.861 0.068 0.517 1.000 -0.004 0.700 -0.741 0.774 0.672 0.067 0.767 -0.861 -0.683 0.858 -0.470 -0.269 -0.018 0.550 0.141 0.604 0.767 0.820 0.778 | -| omega_p | -0.047 -0.003 0.190 -0.001 -0.004 1.000 0.000 0.004 -0.002 0.000 0.313 -0.002 0.003 0.002 -0.002 0.010 0.002 0.008 -0.001 0.003 -0.003 -0.002 -0.003 -0.003 | -| bplus_1 | -0.153 0.819 0.070 0.482 0.700 0.000 1.000 -0.770 0.727 0.579 0.060 0.748 -0.819 -0.653 0.787 -0.561 -0.266 -0.011 0.527 0.122 0.605 0.747 0.791 0.775 | -| Dbar_p | 0.200 -0.897 -0.071 -0.480 -0.741 0.004 -0.770 1.000 -0.759 -0.743 -0.069 -0.783 0.897 0.740 -0.887 0.526 0.339 0.018 -0.543 -0.145 -0.639 -0.803 -0.856 -0.807 | -| psi2s_p | -0.184 0.871 0.068 0.467 0.774 -0.002 0.727 -0.759 1.000 0.699 0.066 0.754 -0.871 -0.724 0.859 -0.561 -0.338 -0.016 0.534 0.137 0.633 0.788 0.839 0.817 | -| bplus_0 | -0.149 0.785 0.080 0.466 0.672 0.000 0.579 -0.743 0.699 1.000 0.056 0.720 -0.785 -0.624 0.753 -0.541 -0.250 -0.010 0.508 0.115 0.583 0.716 0.758 0.746 | -| omega_s | 0.036 0.076 -0.097 0.041 0.067 0.313 0.060 -0.069 0.066 0.056 1.000 0.068 -0.076 -0.063 0.075 -0.060 -0.029 -0.011 0.047 0.023 0.056 0.070 0.074 0.068 | -| p3770_s | -0.191 0.900 0.070 0.516 0.767 -0.002 0.748 -0.783 0.754 0.720 0.068 1.000 -0.900 -0.745 0.888 -0.563 -0.326 -0.016 0.565 0.142 0.620 0.818 0.871 0.840 | -| DDstar_s | 0.212 -0.996 -0.079 -0.555 -0.861 0.003 -0.819 0.897 -0.871 -0.785 -0.076 -0.900 1.000 0.827 -0.988 0.638 0.368 0.018 -0.625 -0.159 -0.718 -0.915 -0.966 -0.926 | -| p4415_s | 0.173 -0.827 -0.065 -0.444 -0.683 0.002 -0.653 0.740 -0.724 -0.624 -0.063 -0.745 0.827 1.000 -0.815 0.502 0.347 0.014 -0.539 -0.131 -0.603 -0.753 -0.792 -0.771 | -| Dbar_s | -0.205 0.988 0.078 0.561 0.858 -0.002 0.787 -0.887 0.859 0.753 0.075 0.888 -0.988 -0.815 1.000 -0.648 -0.350 -0.017 0.627 0.155 0.686 0.905 0.954 0.912 | -| bplus_2 | 0.197 -0.638 -0.050 -0.351 -0.470 0.010 -0.561 0.526 -0.561 -0.541 -0.060 -0.563 0.638 0.502 -0.648 1.000 0.245 0.022 -0.373 -0.133 -0.438 -0.571 -0.605 -0.583 | -| p4160_s | 0.081 -0.368 -0.031 -0.226 -0.269 0.002 -0.266 0.339 -0.338 -0.250 -0.029 -0.326 0.368 0.347 -0.350 0.245 1.000 0.007 -0.281 -0.062 -0.274 -0.277 -0.369 -0.349 | -| phi_p | 0.015 -0.018 -0.003 -0.009 -0.018 0.008 -0.011 0.018 -0.016 -0.010 -0.011 -0.016 0.018 0.014 -0.017 0.022 0.007 1.000 -0.011 0.212 -0.014 -0.016 -0.017 -0.017 | -| p4415_p | -0.130 0.625 0.049 0.317 0.550 -0.001 0.527 -0.543 0.534 0.508 0.047 0.565 -0.625 -0.539 0.627 -0.373 -0.281 -0.011 1.000 0.097 0.453 0.590 0.620 0.574 | -| phi_s | 0.002 0.159 0.015 0.084 0.141 0.003 0.122 -0.145 0.137 0.115 0.023 0.142 -0.159 -0.131 0.155 -0.133 -0.062 0.212 0.097 1.000 0.117 0.145 0.153 0.143 | -| p3770_p | -0.160 0.719 0.056 0.399 0.604 -0.003 0.605 -0.639 0.633 0.583 0.056 0.620 -0.718 -0.603 0.686 -0.438 -0.274 -0.014 0.453 0.117 1.000 0.673 0.706 0.670 | -| p4040_p | -0.194 0.915 0.072 0.496 0.767 -0.002 0.747 -0.803 0.788 0.716 0.070 0.818 -0.915 -0.753 0.905 -0.571 -0.277 -0.016 0.590 0.145 0.673 1.000 0.889 0.848 | -| p4160_p | -0.205 0.966 0.076 0.500 0.820 -0.003 0.791 -0.856 0.839 0.758 0.074 0.871 -0.966 -0.792 0.954 -0.605 -0.369 -0.017 0.620 0.153 0.706 0.889 1.000 0.897 | -| jpsi_p | -0.196 0.926 0.071 0.513 0.778 -0.003 0.775 -0.807 0.817 0.746 0.068 0.840 -0.926 -0.771 0.912 -0.583 -0.349 -0.017 0.574 0.143 0.670 0.848 0.897 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13703929624255906}), (, {'error': 9.792293659841832}), (, {'error': 0.1743312832581806}), (, {'error': 0.10270447151563478}), (, {'error': 0.11453218096822615}), (, {'error': 0.12797662911445462}), (, {'error': 0.008909802682873225}), (, {'error': 0.2506107343453361}), (, {'error': 0.0351830855099573}), (, {'error': 0.004608815862012561}), (, {'error': 0.5504686138557169}), (, {'error': 0.28474318302537793}), (, {'error': 0.45261902311374935}), (, {'error': 0.18854915710903675}), (, {'error': 0.38435135424245137}), (, {'error': 0.033047622472765825}), (, {'error': 0.09210228637524742}), (, {'error': 0.12136072327301095}), (, {'error': 0.1366048522387242}), (, {'error': 0.523816772732312}), (, {'error': 0.09243004958660883}), (, {'error': 0.23352254971717645}), (, {'error': 0.17778304722896632}), (, {'error': 0.03667145717602294})]) -Toy 6/25 -Time taken: 26 min, 13 s -Projected time left: 1 h, 22 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1493 (1493 total) | -| EDM = 0.000232 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297061.39819628705 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 4.2 | 0.7 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.33 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | 0.27 | 0.21 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -1.02 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | 2.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.509 | 0.021 | | | -2 | 2 | | -| 10| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.17 | 0.27 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.97 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.21 | 0.10 | | | -2 | 2 | | -| 16| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 6.16 | 0.25 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -2.20 | 0.24 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -2.89 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 3.45 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.58 | 0.14 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -4.67 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.026 -0.061 0.011 0.017 -0.001 0.006 0.005 0.004 -0.039 0.097 -0.002 -0.014 0.004 0.003 0.043 0.011 0.009 0.012 0.013 -0.012 -0.001 -0.003 0.001 | -| DDstar_p | -0.026 1.000 0.183 -0.297 -0.123 0.005 0.657 0.022 -0.237 0.084 -0.052 0.023 0.474 -0.145 -0.181 -0.542 -0.252 0.004 -0.322 0.017 0.282 -0.029 -0.021 -0.275 | -| rho_s | -0.061 0.183 1.000 -0.033 0.008 0.027 -0.032 -0.031 -0.018 0.273 -0.418 0.036 0.092 -0.000 -0.007 -0.041 -0.012 0.063 -0.041 0.039 0.075 0.023 0.017 -0.016 | -| p4040_s | 0.011 -0.297 -0.033 1.000 0.422 -0.002 -0.192 0.285 -0.001 -0.003 -0.003 -0.052 -0.132 0.186 0.072 0.238 0.217 -0.004 -0.208 -0.022 -0.330 -0.351 -0.544 -0.151 | -| Ctt | 0.017 -0.123 0.008 0.422 1.000 -0.002 -0.227 0.446 0.083 0.010 -0.038 -0.343 -0.085 0.259 -0.081 0.644 0.331 -0.010 -0.167 -0.051 -0.352 -0.424 -0.502 -0.484 | -| omega_p | -0.001 0.005 0.027 -0.002 -0.002 1.000 -0.001 0.000 -0.001 0.006 -0.148 0.000 0.003 -0.001 -0.000 -0.006 -0.001 -0.004 -0.002 -0.008 0.002 -0.000 -0.000 -0.000 | -| bplus_1 | 0.006 0.657 -0.032 -0.192 -0.227 -0.001 1.000 -0.163 -0.076 -0.621 0.021 0.115 0.339 -0.032 -0.058 -0.560 -0.151 -0.001 -0.234 0.023 0.278 0.063 0.059 -0.025 | -| Dbar_p | 0.005 0.022 -0.031 0.285 0.446 0.000 -0.163 1.000 -0.380 -0.018 0.008 -0.541 0.172 0.111 0.082 0.256 0.172 -0.012 -0.272 -0.009 -0.675 -0.612 -0.676 -0.749 | -| psi2s_p | 0.004 -0.237 -0.018 -0.001 0.083 -0.001 -0.076 -0.380 1.000 -0.004 0.001 -0.060 -0.092 0.012 -0.091 0.055 -0.021 0.001 0.116 -0.007 0.231 0.123 0.191 0.369 | -| bplus_0 | -0.039 0.084 0.273 -0.003 0.010 0.006 -0.621 -0.018 -0.004 1.000 -0.095 0.051 0.038 0.012 0.002 -0.009 0.021 0.015 0.003 -0.009 0.054 0.040 0.032 0.018 | -| omega_s | 0.097 -0.052 -0.418 -0.003 -0.038 -0.148 0.021 0.008 0.001 -0.095 1.000 -0.017 -0.024 -0.007 -0.002 -0.055 -0.014 -0.060 -0.001 -0.017 -0.022 -0.012 -0.007 -0.000 | -| p3770_s | -0.002 0.023 0.036 -0.052 -0.343 0.000 0.115 -0.541 -0.060 0.051 -0.017 1.000 0.040 -0.048 -0.167 -0.202 -0.064 0.005 0.144 -0.007 0.231 0.317 0.372 0.476 | -| DDstar_s | -0.014 0.474 0.092 -0.132 -0.085 0.003 0.339 0.172 -0.092 0.038 -0.024 0.040 1.000 -0.082 -0.041 -0.281 -0.103 0.003 -0.065 0.012 0.125 0.064 0.104 -0.079 | -| p4415_s | 0.004 -0.145 -0.000 0.186 0.259 -0.001 -0.032 0.111 0.012 0.012 -0.007 -0.048 -0.082 1.000 0.042 0.045 0.300 -0.001 -0.111 -0.011 -0.142 -0.034 -0.065 -0.083 | -| Dbar_s | 0.003 -0.181 -0.007 0.072 -0.081 -0.000 -0.058 0.082 -0.091 0.002 -0.002 -0.167 -0.041 0.042 1.000 0.088 0.037 -0.002 -0.056 -0.007 -0.089 -0.150 -0.141 -0.091 | -| bplus_2 | 0.043 -0.542 -0.041 0.238 0.644 -0.006 -0.560 0.256 0.055 -0.009 -0.055 -0.202 -0.281 0.045 0.088 1.000 0.211 -0.010 0.234 -0.100 -0.291 -0.140 -0.145 -0.162 | -| p4160_s | 0.011 -0.252 -0.012 0.217 0.331 -0.001 -0.151 0.172 -0.021 0.021 -0.014 -0.064 -0.103 0.300 0.037 0.211 1.000 -0.003 -0.217 -0.028 -0.199 0.115 -0.259 -0.098 | -| phi_p | 0.009 0.004 0.063 -0.004 -0.010 -0.004 -0.001 -0.012 0.001 0.015 -0.060 0.005 0.003 -0.001 -0.002 -0.010 -0.003 1.000 -0.001 0.666 0.006 0.005 0.005 -0.001 | -| p4415_p | 0.012 -0.322 -0.041 -0.208 -0.167 -0.002 -0.234 -0.272 0.116 0.003 -0.001 0.144 -0.065 -0.111 -0.056 0.234 -0.217 -0.001 1.000 -0.022 0.165 0.285 0.403 0.315 | -| phi_s | 0.013 0.017 0.039 -0.022 -0.051 -0.008 0.023 -0.009 -0.007 -0.009 -0.017 -0.007 0.012 -0.011 -0.007 -0.100 -0.028 0.666 -0.022 1.000 0.008 -0.006 -0.001 -0.013 | -| p3770_p | -0.012 0.282 0.075 -0.330 -0.352 0.002 0.278 -0.675 0.231 0.054 -0.022 0.231 0.125 -0.142 -0.089 -0.291 -0.199 0.006 0.165 0.008 1.000 0.505 0.545 0.427 | -| p4040_p | -0.001 -0.029 0.023 -0.351 -0.424 -0.000 0.063 -0.612 0.123 0.040 -0.012 0.317 0.064 -0.034 -0.150 -0.140 0.115 0.005 0.285 -0.006 0.505 1.000 0.572 0.509 | -| p4160_p | -0.003 -0.021 0.017 -0.544 -0.502 -0.000 0.059 -0.676 0.191 0.032 -0.007 0.372 0.104 -0.065 -0.141 -0.145 -0.259 0.005 0.403 -0.001 0.545 0.572 1.000 0.578 | -| jpsi_p | 0.001 -0.275 -0.016 -0.151 -0.484 -0.000 -0.025 -0.749 0.369 0.018 -0.000 0.476 -0.079 -0.083 -0.091 -0.162 -0.098 -0.001 0.315 -0.013 0.427 0.509 0.578 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19470876225816802}), (, {'error': 0.6946081177100956}), (, {'error': 0.3638035823608202}), (, {'error': 0.18496396830134576}), (, {'error': 0.20680222184096542}), (, {'error': 0.1409093551634566}), (, {'error': 0.058882790289970566}), (, {'error': 0.6706097729913001}), (, {'error': 0.03678549363229955}), (, {'error': 0.02124669795005696}), (, {'error': 0.8509005807754151}), (, {'error': 0.26516002044952725}), (, {'error': 0.504765432665049}), (, {'error': 0.19043231509039815}), (, {'error': 0.4274987132098069}), (, {'error': 0.10471330821709812}), (, {'error': 0.17423287747193483}), (, {'error': 0.2512676095442048}), (, {'error': 0.23910401887285393}), (, {'error': 1.0681438855418826}), (, {'error': 0.18391574311355807}), (, {'error': 0.17949223729682284}), (, {'error': 0.13942377932917172}), (, {'error': 0.04229310239728479})]) -Toy 7/25 -Time taken: 31 min, 50 s -Projected time left: 1 h, 21 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1324 (1324 total) | -| EDM = 0.000448 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297243.36561658344 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.79 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.66 | 0.20 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.004 | 0.362 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.88 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | -4.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.887 | 0.032 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.440 | 0.031 | | | -2 | 2 | | -| 10| omega_s | 4 | 4 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.16 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 1.88 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -0.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 17.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.88 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 4.04 | 0.23 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.02 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -1.629 | 0.024 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.029 0.030 0.061 0.095 -0.232 0.065 0.047 0.003 -0.095 -0.033 0.015 0.002 0.001 0.003 -0.237 0.072 0.138 -0.001 0.102 -0.016 -0.008 -0.030 -0.089 | -| DDstar_p | 0.029 1.000 0.101 -0.193 0.014 -0.003 -0.191 -0.261 -0.118 -0.095 -0.036 0.105 0.067 -0.004 -0.001 0.279 -0.115 0.003 0.007 -0.014 0.162 0.031 0.050 -0.090 | -| rho_s | 0.030 0.101 1.000 -0.028 -0.077 0.109 0.327 0.028 -0.008 -0.385 -0.389 -0.008 0.008 -0.002 0.001 0.181 -0.036 -0.006 0.001 -0.059 0.011 -0.006 -0.005 0.014 | -| p4040_s | 0.061 -0.193 -0.028 1.000 0.341 -0.005 0.074 -0.101 0.013 -0.032 0.005 0.101 -0.011 -0.010 -0.008 -0.196 0.037 0.008 -0.002 -0.021 -0.154 -0.199 -0.493 0.030 | -| Ctt | 0.095 0.014 -0.077 0.341 1.000 -0.009 0.082 -0.363 0.260 0.051 0.016 -0.128 -0.010 -0.003 -0.011 -0.688 0.234 0.004 -0.006 -0.035 -0.186 -0.239 -0.328 0.297 | -| omega_p | -0.232 -0.003 0.109 -0.005 -0.009 1.000 -0.004 -0.004 -0.001 0.006 0.394 -0.002 0.000 -0.000 -0.000 0.020 -0.006 0.004 0.000 0.006 0.001 0.001 0.002 0.003 | -| bplus_1 | 0.065 -0.191 0.327 0.074 0.082 -0.004 1.000 -0.054 0.053 -0.921 -0.122 -0.025 -0.022 0.005 -0.007 -0.140 0.061 0.021 -0.002 -0.074 -0.111 0.038 0.023 -0.023 | -| Dbar_p | 0.047 -0.261 0.028 -0.101 -0.363 -0.004 -0.054 1.000 -0.134 -0.054 -0.012 -0.161 -0.002 -0.005 0.034 0.019 -0.103 0.006 0.002 -0.018 0.221 -0.146 -0.079 0.067 | -| psi2s_p | 0.003 -0.118 -0.008 0.013 0.260 -0.001 0.053 -0.134 1.000 -0.004 0.001 -0.448 0.028 -0.003 0.024 -0.080 -0.048 -0.002 -0.000 -0.004 0.009 -0.181 -0.117 -0.004 | -| bplus_0 | -0.095 -0.095 -0.385 -0.032 0.051 0.006 -0.921 -0.054 -0.004 1.000 0.141 -0.006 -0.005 0.000 -0.002 -0.083 -0.024 -0.029 0.001 0.081 0.037 -0.007 0.018 0.112 | -| omega_s | -0.033 -0.036 -0.389 0.005 0.016 0.394 -0.122 -0.012 0.001 0.141 1.000 0.001 -0.003 0.001 -0.000 -0.047 0.007 0.004 -0.000 0.044 -0.004 0.002 0.003 -0.009 | -| p3770_s | 0.015 0.105 -0.008 0.101 -0.128 -0.002 -0.025 -0.161 -0.448 -0.006 0.001 1.000 0.047 0.001 0.028 0.073 0.026 0.001 -0.000 -0.009 -0.213 -0.009 0.012 -0.082 | -| DDstar_s | 0.002 0.067 0.008 -0.011 -0.010 0.000 -0.022 -0.002 0.028 -0.005 -0.003 0.047 1.000 0.002 -0.002 0.024 -0.000 0.001 -0.000 -0.001 0.049 0.035 0.060 0.079 | -| p4415_s | 0.001 -0.004 -0.002 -0.010 -0.003 -0.000 0.005 -0.005 -0.003 0.000 0.001 0.001 0.002 1.000 0.000 -0.010 -0.011 0.000 -0.014 -0.000 0.003 0.007 0.014 0.000 | -| Dbar_s | 0.003 -0.001 0.001 -0.008 -0.011 -0.000 -0.007 0.034 0.024 -0.002 -0.000 0.028 -0.002 0.000 1.000 0.003 -0.004 0.001 -0.000 -0.001 0.047 0.015 0.025 0.055 | -| bplus_2 | -0.237 0.279 0.181 -0.196 -0.688 0.020 -0.140 0.019 -0.080 -0.083 -0.047 0.073 0.024 -0.010 0.003 1.000 -0.222 -0.027 0.004 0.066 0.086 0.037 0.060 -0.201 | -| p4160_s | 0.072 -0.115 -0.036 0.037 0.234 -0.006 0.061 -0.103 -0.048 -0.024 0.007 0.026 -0.000 -0.011 -0.004 -0.222 1.000 0.009 -0.007 -0.025 -0.048 0.344 -0.116 0.008 | -| phi_p | 0.138 0.003 -0.006 0.008 0.004 0.004 0.021 0.006 -0.002 -0.029 0.004 0.001 0.001 0.000 0.001 -0.027 0.009 1.000 -0.000 0.646 -0.006 -0.002 -0.005 -0.035 | -| p4415_p | -0.001 0.007 0.001 -0.002 -0.006 0.000 -0.002 0.002 -0.000 0.001 -0.000 -0.000 -0.000 -0.014 -0.000 0.004 -0.007 -0.000 1.000 0.000 0.002 -0.004 -0.005 -0.000 | -| phi_s | 0.102 -0.014 -0.059 -0.021 -0.035 0.006 -0.074 -0.018 -0.004 0.081 0.044 -0.009 -0.001 -0.000 -0.001 0.066 -0.025 0.646 0.000 1.000 0.001 0.001 0.008 0.006 | -| p3770_p | -0.016 0.162 0.011 -0.154 -0.186 0.001 -0.111 0.221 0.009 0.037 -0.004 -0.213 0.049 0.003 0.047 0.086 -0.048 -0.006 0.002 0.001 1.000 0.133 0.141 -0.039 | -| p4040_p | -0.008 0.031 -0.006 -0.199 -0.239 0.001 0.038 -0.146 -0.181 -0.007 0.002 -0.009 0.035 0.007 0.015 0.037 0.344 -0.002 -0.004 0.001 0.133 1.000 0.204 -0.092 | -| p4160_p | -0.030 0.050 -0.005 -0.493 -0.328 0.002 0.023 -0.079 -0.117 0.018 0.003 0.012 0.060 0.014 0.025 0.060 -0.116 -0.005 -0.005 0.008 0.141 0.204 1.000 -0.069 | -| jpsi_p | -0.089 -0.090 0.014 0.030 0.297 0.003 -0.023 0.067 -0.004 0.112 -0.009 -0.082 0.079 0.000 0.055 -0.201 0.008 -0.035 -0.000 0.006 -0.039 -0.092 -0.069 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.36069273584256134}), (, {'error': 0.35744382392595186}), (, {'error': 0.3261532862055135}), (, {'error': 0.16946186497057075}), (, {'error': 0.20334234049205713}), (, {'error': 0.36219908106156273}), (, {'error': 0.062453764257695665}), (, {'error': 0.336950416935204}), (, {'error': 0.03154489056999665}), (, {'error': 0.030844722264337987}), (, {'error': 4.078340085389105}), (, {'error': 0.22502024337300242}), (, {'error': 0.032591106688224736}), (, {'error': 0.024021519028457186}), (, {'error': 0.021485904515121584}), (, {'error': 0.08659904287821862}), (, {'error': 0.15984904687552004}), (, {'error': 0.2116679687460965}), (, {'error': 0.13375786528661626}), (, {'error': 1.139042215377934}), (, {'error': 0.09825439845496753}), (, {'error': 0.23215740217165504}), (, {'error': 0.11058376809701453}), (, {'error': 0.023805298994110213})]) -Toy 8/25 -Time taken: 37 min, 3 s -Projected time left: 1 h, 18 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1359 (1359 total) | -| EDM = 3.28E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297125.2166155747 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 4.41 | 0.31 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.83 | 0.21 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | -1.43 | 0.31 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.897 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | | -| 10| omega_s | 5.4 | 1.2 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.63 | 0.22 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.93 | 0.20 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.31 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 1.93 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.66 | 0.19 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 4.07 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 20.6 | 1.2 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.63 | 0.09 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.27 | 0.22 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.97 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 4.598 | 0.024 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.007 0.059 0.058 0.115 0.067 -0.023 0.027 0.002 0.013 0.196 0.024 -0.000 0.010 0.002 -0.280 0.072 -0.236 0.056 -0.166 -0.017 0.006 -0.010 -0.083 | -| DDstar_p | -0.007 1.000 0.097 -0.166 -0.021 0.011 -0.158 -0.199 -0.165 -0.091 -0.045 0.016 0.038 -0.028 0.007 0.265 -0.119 0.006 -0.182 -0.011 0.098 -0.052 -0.053 -0.169 | -| rho_s | 0.059 0.097 1.000 0.003 -0.043 0.120 0.351 0.046 -0.001 -0.409 -0.525 -0.007 0.006 0.026 0.001 0.151 -0.003 0.111 -0.029 -0.022 -0.004 -0.013 -0.025 -0.016 | -| p4040_s | 0.058 -0.166 0.003 1.000 0.350 -0.001 0.037 -0.083 0.025 -0.037 0.003 0.113 -0.008 0.201 -0.006 -0.125 0.073 -0.016 -0.157 -0.036 -0.146 -0.186 -0.505 0.038 | -| Ctt | 0.115 -0.021 -0.043 0.350 1.000 -0.005 0.070 -0.329 0.225 0.047 0.025 -0.106 -0.007 0.198 -0.005 -0.670 0.258 -0.027 0.023 -0.055 -0.222 -0.239 -0.328 0.288 | -| omega_p | 0.067 0.011 0.120 -0.001 -0.005 1.000 0.038 0.004 0.001 -0.044 -0.425 -0.001 0.000 0.003 -0.000 0.020 -0.001 0.021 -0.004 -0.009 0.001 -0.001 -0.002 0.005 | -| bplus_1 | -0.023 -0.158 0.351 0.037 0.070 0.038 1.000 -0.075 0.047 -0.928 -0.177 -0.010 -0.014 -0.062 -0.006 -0.031 0.032 0.032 0.112 -0.093 -0.093 0.060 0.058 -0.019 | -| Dbar_p | 0.027 -0.199 0.046 -0.083 -0.329 0.004 -0.075 1.000 -0.078 -0.053 -0.019 -0.100 -0.003 0.039 0.024 0.076 -0.086 -0.003 -0.107 -0.023 0.264 -0.119 -0.044 0.144 | -| psi2s_p | 0.002 -0.165 -0.001 0.025 0.225 0.001 0.047 -0.078 1.000 -0.009 -0.001 -0.402 0.016 0.034 0.022 -0.054 -0.044 -0.004 -0.048 -0.006 -0.044 -0.197 -0.122 0.004 | -| bplus_0 | 0.013 -0.091 -0.409 -0.037 0.047 -0.044 -0.928 -0.053 -0.009 1.000 0.200 -0.008 -0.003 -0.030 -0.000 -0.193 -0.031 -0.029 -0.007 0.107 0.044 -0.011 0.019 0.114 | -| omega_s | 0.196 -0.045 -0.525 0.003 0.025 -0.425 -0.177 -0.019 -0.001 0.200 1.000 0.005 -0.003 -0.011 -0.000 -0.096 0.007 -0.129 0.017 -0.026 -0.002 0.006 0.010 -0.011 | -| p3770_s | 0.024 0.016 -0.007 0.113 -0.106 -0.001 -0.010 -0.100 -0.402 -0.008 0.005 1.000 0.025 0.017 0.022 0.040 0.025 -0.012 -0.002 -0.020 -0.292 -0.056 -0.034 -0.064 | -| DDstar_s | -0.000 0.038 0.006 -0.008 -0.007 0.000 -0.014 -0.003 0.016 -0.003 -0.003 0.025 1.000 -0.004 -0.001 0.016 -0.003 0.001 0.009 0.000 0.038 0.021 0.034 0.046 | -| p4415_s | 0.010 -0.028 0.026 0.201 0.198 0.003 -0.062 0.039 0.034 -0.030 -0.011 0.017 -0.004 1.000 -0.001 0.091 0.327 -0.001 -0.157 -0.011 -0.078 -0.005 -0.100 -0.003 | -| Dbar_s | 0.002 0.007 0.001 -0.006 -0.005 -0.000 -0.006 0.024 0.022 -0.000 -0.000 0.022 -0.001 -0.001 1.000 0.003 -0.002 0.000 0.006 -0.001 0.045 0.015 0.021 0.045 | -| bplus_2 | -0.280 0.265 0.151 -0.125 -0.670 0.020 -0.031 0.076 -0.054 -0.193 -0.096 0.040 0.016 0.091 0.003 1.000 -0.154 0.087 -0.239 0.124 0.061 -0.002 -0.021 -0.236 | -| p4160_s | 0.072 -0.119 -0.003 0.073 0.258 -0.001 0.032 -0.086 -0.044 -0.031 0.007 0.025 -0.003 0.327 -0.002 -0.154 1.000 -0.021 -0.114 -0.044 -0.067 0.324 -0.130 0.010 | -| phi_p | -0.236 0.006 0.111 -0.016 -0.027 0.021 0.032 -0.003 -0.004 -0.029 -0.129 -0.012 0.001 -0.001 0.000 0.087 -0.021 1.000 -0.019 0.668 0.002 -0.007 -0.003 0.012 | -| p4415_p | 0.056 -0.182 -0.029 -0.157 0.023 -0.004 0.112 -0.107 -0.048 -0.007 0.017 -0.002 0.009 -0.157 0.006 -0.239 -0.114 -0.019 1.000 -0.032 0.026 0.155 0.299 0.024 | -| phi_s | -0.166 -0.011 -0.022 -0.036 -0.055 -0.009 -0.093 -0.023 -0.006 0.107 -0.026 -0.020 0.000 -0.011 -0.001 0.124 -0.044 0.668 -0.032 1.000 0.008 -0.008 0.005 0.036 | -| p3770_p | -0.017 0.098 -0.004 -0.146 -0.222 0.001 -0.093 0.264 -0.044 0.044 -0.002 -0.292 0.038 -0.078 0.045 0.061 -0.067 0.002 0.026 0.008 1.000 0.116 0.143 -0.036 | -| p4040_p | 0.006 -0.052 -0.013 -0.186 -0.239 -0.001 0.060 -0.119 -0.197 -0.011 0.006 -0.056 0.021 -0.005 0.015 -0.002 0.324 -0.007 0.155 -0.008 0.116 1.000 0.193 -0.094 | -| p4160_p | -0.010 -0.053 -0.025 -0.505 -0.328 -0.002 0.058 -0.044 -0.122 0.019 0.010 -0.034 0.034 -0.100 0.021 -0.021 -0.130 -0.003 0.299 0.005 0.143 0.193 1.000 -0.058 | -| jpsi_p | -0.083 -0.169 -0.016 0.038 0.288 0.005 -0.019 0.144 0.004 0.114 -0.011 -0.064 0.046 -0.003 0.045 -0.236 0.010 0.012 0.024 0.036 -0.036 -0.094 -0.058 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.41396810518889016}), (, {'error': 0.31300971943759937}), (, {'error': 0.3497252829997682}), (, {'error': 0.1731915905335818}), (, {'error': 0.20994373708015324}), (, {'error': 0.8345033466976668}), (, {'error': 0.06240827704417207}), (, {'error': 0.3078800207929837}), (, {'error': 0.031481088793106515}), (, {'error': 0.03238799216487631}), (, {'error': 1.1863803766507766}), (, {'error': 0.22347498822242962}), (, {'error': 0.02326075638969649}), (, {'error': 0.19723743893130208}), (, {'error': 0.018258278667848737}), (, {'error': 0.09074987307917715}), (, {'error': 0.1700226592559515}), (, {'error': 0.19441419379697056}), (, {'error': 0.22330863376485244}), (, {'error': 1.1713022023451582}), (, {'error': 0.08632304920350098}), (, {'error': 0.22429767821432645}), (, {'error': 0.11201233810119149}), (, {'error': 0.024301620406856017})]) -Toy 9/25 -Time taken: 42 min, 23 s -Projected time left: 1 h, 15 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1465 (1465 total) | -| EDM = 5.45E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297273.3349290318 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.49 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.009 | 0.171 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.93 | 0.07 | | | -2 | 2 | | -| 7 | Dbar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.881 | 0.029 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.47 | 0.03 | | | -2 | 2 | | -| 10| omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.85 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.07 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.88 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 4.42 | 0.25 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -6.283 | 0.028 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.39 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -4.732 | 0.026 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.001 -0.257 -0.019 -0.093 -0.007 0.052 -0.004 -0.021 -0.048 -0.228 0.000 0.003 -0.026 0.002 0.219 -0.046 0.216 -0.033 0.105 0.000 -0.029 -0.014 -0.004 | -| DDstar_p | -0.001 1.000 0.098 -0.082 0.026 0.001 -0.145 -0.116 -0.260 -0.133 -0.039 0.003 0.065 -0.071 0.023 0.227 -0.098 -0.018 -0.215 -0.041 0.003 -0.188 -0.248 -0.403 | -| rho_s | -0.257 0.098 1.000 0.026 0.039 0.020 0.268 0.052 -0.001 -0.325 -0.346 0.000 0.012 0.032 -0.001 -0.069 0.032 -0.051 -0.023 -0.122 0.000 -0.005 -0.033 0.006 | -| p4040_s | -0.019 -0.082 0.026 1.000 0.360 0.000 0.014 -0.078 0.153 -0.042 -0.011 -0.003 -0.023 0.021 -0.017 -0.026 -0.073 -0.005 -0.216 -0.021 0.002 -0.215 -0.469 -0.011 | -| Ctt | -0.093 0.026 0.039 0.360 1.000 0.000 0.078 -0.333 0.185 -0.012 -0.021 0.001 -0.014 0.202 0.015 -0.617 0.233 -0.019 -0.131 -0.067 0.013 -0.136 -0.323 -0.364 | -| omega_p | -0.007 0.001 0.020 0.000 0.000 1.000 0.003 0.000 0.000 -0.004 -0.080 0.000 0.000 0.000 -0.000 0.000 0.000 0.004 -0.000 -0.002 -0.000 -0.000 -0.000 0.001 | -| bplus_1 | 0.052 -0.145 0.268 0.014 0.078 0.003 1.000 -0.066 0.001 -0.925 -0.123 -0.001 -0.023 0.007 -0.001 -0.221 0.026 -0.015 0.091 -0.129 0.003 0.060 0.037 0.060 | -| Dbar_p | -0.004 -0.116 0.052 -0.078 -0.333 0.000 -0.066 1.000 0.184 -0.073 -0.022 0.004 -0.016 -0.051 0.020 0.127 -0.081 0.002 0.008 -0.020 -0.017 -0.034 0.180 0.420 | -| psi2s_p | -0.021 -0.260 -0.001 0.153 0.185 0.000 0.001 0.184 1.000 0.013 -0.004 0.006 0.019 0.018 0.042 -0.084 -0.019 -0.003 -0.041 -0.017 0.006 -0.183 -0.072 0.181 | -| bplus_0 | -0.048 -0.133 -0.325 -0.042 -0.012 -0.004 -0.925 -0.073 0.013 1.000 0.143 0.001 -0.015 -0.049 0.000 0.015 -0.043 0.025 0.041 0.151 -0.001 0.002 0.057 -0.052 | -| omega_s | -0.228 -0.039 -0.346 -0.011 -0.021 -0.080 -0.123 -0.022 -0.004 0.143 1.000 -0.000 -0.005 -0.014 0.000 0.032 -0.015 -0.055 0.007 0.025 0.000 -0.000 0.011 -0.012 | -| p3770_s | 0.000 0.003 0.000 -0.003 0.001 0.000 -0.001 0.004 0.006 0.001 -0.000 1.000 0.000 -0.000 -0.000 -0.001 -0.001 0.000 0.000 0.000 -0.001 0.001 0.002 -0.001 | -| DDstar_s | 0.003 0.065 0.012 -0.023 -0.014 0.000 -0.023 -0.016 0.019 -0.015 -0.005 0.000 1.000 -0.013 -0.000 0.039 -0.007 0.000 0.010 -0.002 -0.002 0.013 0.039 0.022 | -| p4415_s | -0.026 -0.071 0.032 0.021 0.202 0.000 0.007 -0.051 0.018 -0.049 -0.014 -0.000 -0.013 1.000 -0.005 -0.018 0.207 -0.009 -0.098 -0.030 0.001 0.129 0.119 -0.034 | -| Dbar_s | 0.002 0.023 -0.001 -0.017 0.015 -0.000 -0.001 0.020 0.042 0.000 0.000 -0.000 -0.000 -0.005 1.000 0.010 -0.003 0.001 0.013 0.002 -0.002 0.021 0.032 0.037 | -| bplus_2 | 0.219 0.227 -0.069 -0.026 -0.617 0.000 -0.221 0.127 -0.084 0.015 0.032 -0.001 0.039 -0.018 0.010 1.000 -0.107 0.051 -0.254 0.146 -0.002 -0.109 -0.118 0.086 | -| p4160_s | -0.046 -0.098 0.032 -0.073 0.233 0.000 0.026 -0.081 -0.019 -0.043 -0.015 -0.001 -0.007 0.207 -0.003 -0.107 1.000 -0.013 -0.256 -0.042 0.001 0.406 -0.098 -0.037 | -| phi_p | 0.216 -0.018 -0.051 -0.005 -0.019 0.004 -0.015 0.002 -0.003 0.025 -0.055 0.000 0.000 -0.009 0.001 0.051 -0.013 1.000 -0.004 0.462 -0.000 -0.007 0.001 -0.007 | -| p4415_p | -0.033 -0.215 -0.023 -0.216 -0.131 -0.000 0.091 0.008 -0.041 0.041 0.007 0.000 0.010 -0.098 0.013 -0.254 -0.256 -0.004 1.000 -0.011 -0.004 0.053 0.257 0.086 | -| phi_s | 0.105 -0.041 -0.122 -0.021 -0.067 -0.002 -0.129 -0.020 -0.017 0.151 0.025 0.000 -0.002 -0.030 0.002 0.146 -0.042 0.462 -0.011 1.000 0.000 -0.020 0.001 -0.031 | -| p3770_p | 0.000 0.003 0.000 0.002 0.013 -0.000 0.003 -0.017 0.006 -0.001 0.000 -0.001 -0.002 0.001 -0.002 -0.002 0.001 -0.000 -0.004 0.000 1.000 -0.004 -0.008 -0.008 | -| p4040_p | -0.029 -0.188 -0.005 -0.215 -0.136 -0.000 0.060 -0.034 -0.183 0.002 -0.000 0.001 0.013 0.129 0.021 -0.109 0.406 -0.007 0.053 -0.020 -0.004 1.000 0.083 0.041 | -| p4160_p | -0.014 -0.248 -0.033 -0.469 -0.323 -0.000 0.037 0.180 -0.072 0.057 0.011 0.002 0.039 0.119 0.032 -0.118 -0.098 0.001 0.257 0.001 -0.008 0.083 1.000 0.176 | -| jpsi_p | -0.004 -0.403 0.006 -0.011 -0.364 0.001 0.060 0.420 0.181 -0.052 -0.012 -0.001 0.022 -0.034 0.037 0.086 -0.037 -0.007 0.086 -0.031 -0.008 0.041 0.176 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.6878781664355778}), (, {'error': 0.37412447183342223}), (, {'error': 0.3571995277798009}), (, {'error': 0.17872622054792686}), (, {'error': 0.17110820626311274}), (, {'error': 0.07879626562143027}), (, {'error': 0.06835266522903893}), (, {'error': 0.34909524518040325}), (, {'error': 0.02919926402369377}), (, {'error': 0.034741753335029824}), (, {'error': 0.9099518698586064}), (, {'error': 0.010200984702544491}), (, {'error': 0.03557156941849926}), (, {'error': 0.1886571143153003}), (, {'error': 0.022923337226264467}), (, {'error': 0.08641368851765707}), (, {'error': 0.17315327720302898}), (, {'error': 0.13748607122074485}), (, {'error': 0.25187538895700445}), (, {'error': 0.9734233350052666}), (, {'error': 0.0284031582946227}), (, {'error': 0.35602530977743774}), (, {'error': 0.10762223012044148}), (, {'error': 0.026386023819291005})]) -Toy 10/25 -Time taken: 48 min, 8 s -Projected time left: 1 h, 12 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1440 (1440 total) | -| EDM = 0.000131 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297400.2559132182 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.10 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.8 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.13 | 0.21 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.808 | 0.019 | | | -2 | 2 | | -| 7 | Dbar_p | 4.8 | 2.5 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.429 | 0.009 | | | -2 | 2 | | -| 10| omega_s | 7.7 | 1.5 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.25 | 0.28 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.18 | 0.18 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.13 | 0.49 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.25 | 0.06 | | | -2 | 2 | | -| 16| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.78 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 3.96 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 19.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.31 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 3.92 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.24 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.67 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.104 0.348 -0.004 -0.018 -0.055 0.082 0.091 0.066 -0.022 0.137 0.072 0.078 -0.005 -0.091 0.236 0.010 -0.283 0.063 -0.113 0.076 0.061 0.070 0.088 | -| DDstar_p | 0.104 1.000 0.084 -0.288 -0.597 0.022 0.183 0.862 0.622 0.166 0.009 0.496 0.695 0.056 -0.843 -0.058 -0.229 0.000 0.205 -0.050 0.729 0.459 0.572 0.799 | -| rho_s | 0.348 0.084 1.000 -0.047 -0.069 0.254 0.085 0.148 0.103 0.179 0.032 0.102 0.098 0.015 -0.141 0.097 -0.024 -0.148 0.038 -0.108 0.138 0.088 0.104 0.132 | -| p4040_s | -0.004 -0.288 -0.047 1.000 0.482 -0.019 -0.217 -0.450 -0.336 -0.161 -0.005 -0.211 -0.333 0.168 0.449 0.131 0.270 -0.015 -0.209 0.003 -0.444 -0.409 -0.606 -0.419 | -| Ctt | -0.018 -0.597 -0.069 0.482 1.000 -0.025 -0.357 -0.705 -0.359 -0.285 -0.006 -0.455 -0.496 0.152 0.664 0.504 0.402 -0.012 -0.141 0.018 -0.647 -0.539 -0.629 -0.702 | -| omega_p | -0.055 0.022 0.254 -0.019 -0.025 1.000 0.013 0.035 0.023 0.037 0.795 0.019 0.022 0.003 -0.035 -0.026 -0.016 -0.040 0.000 0.017 0.033 0.018 0.023 0.023 | -| bplus_1 | 0.082 0.183 0.085 -0.217 -0.357 0.013 1.000 0.467 0.326 -0.183 0.002 0.316 0.275 0.087 -0.450 -0.276 -0.155 -0.011 0.007 -0.034 0.459 0.271 0.320 0.432 | -| Dbar_p | 0.091 0.862 0.148 -0.450 -0.705 0.035 0.467 1.000 0.678 0.380 0.003 0.575 0.738 0.008 -0.958 -0.133 -0.354 0.005 0.163 -0.056 0.901 0.557 0.693 0.891 | -| psi2s_p | 0.066 0.622 0.103 -0.336 -0.359 0.023 0.326 0.678 1.000 0.267 0.000 0.287 0.477 0.013 -0.720 -0.109 -0.280 0.004 0.113 -0.042 0.651 0.358 0.496 0.685 | -| bplus_0 | -0.022 0.166 0.179 -0.161 -0.285 0.037 -0.183 0.380 0.267 1.000 -0.017 0.275 0.232 0.070 -0.365 -0.213 -0.106 0.002 0.027 -0.039 0.377 0.230 0.268 0.361 | -| omega_s | 0.137 0.009 0.032 -0.005 -0.006 0.795 0.002 0.003 0.000 -0.017 1.000 -0.002 0.003 -0.002 -0.005 -0.016 -0.006 -0.097 -0.003 0.011 0.001 -0.000 0.001 -0.007 | -| p3770_s | 0.072 0.496 0.102 -0.211 -0.455 0.019 0.316 0.575 0.287 0.275 -0.002 1.000 0.393 0.002 -0.633 -0.129 -0.205 -0.002 0.138 -0.049 0.504 0.349 0.470 0.615 | -| DDstar_s | 0.078 0.695 0.098 -0.333 -0.496 0.022 0.275 0.738 0.477 0.232 0.003 0.393 1.000 0.034 -0.758 -0.066 -0.261 -0.001 0.050 -0.045 0.648 0.353 0.422 0.620 | -| p4415_s | -0.005 0.056 0.015 0.168 0.152 0.003 0.087 0.008 0.013 0.070 -0.002 0.002 0.034 1.000 0.008 -0.077 0.283 -0.001 -0.133 -0.004 -0.033 -0.027 -0.048 -0.026 | -| Dbar_s | -0.091 -0.843 -0.141 0.449 0.664 -0.035 -0.450 -0.958 -0.720 -0.365 -0.005 -0.633 -0.758 0.008 1.000 0.160 0.355 -0.006 -0.199 0.054 -0.915 -0.610 -0.741 -0.922 | -| bplus_2 | 0.236 -0.058 0.097 0.131 0.504 -0.026 -0.276 -0.133 -0.109 -0.213 -0.016 -0.129 -0.066 -0.077 0.160 1.000 0.150 -0.075 0.122 -0.114 -0.142 -0.098 -0.109 -0.200 | -| p4160_s | 0.010 -0.229 -0.024 0.270 0.402 -0.016 -0.155 -0.354 -0.280 -0.106 -0.006 -0.205 -0.261 0.283 0.355 0.150 1.000 -0.016 -0.194 -0.007 -0.344 -0.021 -0.360 -0.345 | -| phi_p | -0.283 0.000 -0.148 -0.015 -0.012 -0.040 -0.011 0.005 0.004 0.002 -0.097 -0.002 -0.001 -0.001 -0.006 -0.075 -0.016 1.000 -0.012 0.497 0.008 0.001 0.004 -0.000 | -| p4415_p | 0.063 0.205 0.038 -0.209 -0.141 0.000 0.007 0.163 0.113 0.027 -0.003 0.138 0.050 -0.133 -0.199 0.122 -0.194 -0.012 1.000 -0.034 0.200 0.257 0.336 0.198 | -| phi_s | -0.113 -0.050 -0.108 0.003 0.018 0.017 -0.034 -0.056 -0.042 -0.039 0.011 -0.049 -0.045 -0.004 0.054 -0.114 -0.007 0.497 -0.034 1.000 -0.050 -0.040 -0.044 -0.065 | -| p3770_p | 0.076 0.729 0.138 -0.444 -0.647 0.033 0.459 0.901 0.651 0.377 0.001 0.504 0.648 -0.033 -0.915 -0.142 -0.344 0.008 0.200 -0.050 1.000 0.606 0.723 0.847 | -| p4040_p | 0.061 0.459 0.088 -0.409 -0.539 0.018 0.271 0.557 0.358 0.230 -0.000 0.349 0.353 -0.027 -0.610 -0.098 -0.021 0.001 0.257 -0.040 0.606 1.000 0.605 0.577 | -| p4160_p | 0.070 0.572 0.104 -0.606 -0.629 0.023 0.320 0.693 0.496 0.268 0.001 0.470 0.422 -0.048 -0.741 -0.109 -0.360 0.004 0.336 -0.044 0.723 0.605 1.000 0.714 | -| jpsi_p | 0.088 0.799 0.132 -0.419 -0.702 0.023 0.432 0.891 0.685 0.361 -0.007 0.615 0.620 -0.026 -0.922 -0.200 -0.345 -0.000 0.198 -0.065 0.847 0.577 0.714 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.27978415062149997}), (, {'error': 0.6168287162874821}), (, {'error': 0.36489995841904116}), (, {'error': 0.17803465078453085}), (, {'error': 0.20567451393534908}), (, {'error': 0.3994665052845878}), (, {'error': 0.01941447510288541}), (, {'error': 2.487593249504163}), (, {'error': 0.04322655715276369}), (, {'error': 0.0091914553298591}), (, {'error': 1.494650986392287}), (, {'error': 0.2821268395228045}), (, {'error': 0.47326582683320645}), (, {'error': 0.18119326750767528}), (, {'error': 0.4909425331810551}), (, {'error': 0.06037638824242375}), (, {'error': 0.1677520698469519}), (, {'error': 0.164204318506735}), (, {'error': 0.1743537430921558}), (, {'error': 0.8979904253546938}), (, {'error': 0.30096186521825796}), (, {'error': 0.23650747974547848}), (, {'error': 0.14803060540908541}), (, {'error': 0.06276784769154098})]) -Toy 11/25 -Time taken: 53 min, 53 s -Projected time left: 1 h, 8 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1833 (1833 total) | -| EDM = 3.21E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297250.70355061826 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.93 | 0.24 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 0.19 | 0.66 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.41 | 0.24 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.79 | 0.14 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.37 | 0.25 | | | -1.5 | 1.5 | | -| 5 | omega_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.829 | 0.022 | | | -2 | 2 | | -| 7 | Dbar_p | 3.5 | 0.8 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.802 | 0.028 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.434 | 0.011 | | | -2 | 2 | | -| 10| omega_s | 4.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.76 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.36 | 0.16 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.28 | 0.58 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.26 | 0.06 | | | -2 | 2 | | -| 16| p4160_s | 2.09 | 0.15 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.67 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 3.87 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 20.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.69 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.80 | 0.25 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.33 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.614 | 0.025 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.157 0.066 0.002 -0.171 -0.117 -0.198 -0.178 -0.037 -0.214 -0.006 -0.083 -0.152 0.034 -0.199 -0.271 -0.034 -0.096 -0.038 -0.094 0.162 -0.114 -0.011 0.096 | -| DDstar_p | -0.157 1.000 -0.106 -0.013 0.779 -0.006 0.681 0.844 0.067 0.677 0.025 0.368 0.681 -0.138 0.833 0.550 0.197 -0.042 0.117 0.082 -0.709 0.463 -0.073 -0.496 | -| rho_s | 0.066 -0.106 1.000 -0.016 -0.123 0.127 -0.099 -0.121 -0.030 -0.139 -0.155 -0.082 -0.092 0.030 -0.134 0.010 -0.053 0.116 -0.060 0.014 0.117 -0.100 -0.027 0.030 | -| p4040_s | 0.002 -0.013 -0.016 1.000 0.167 -0.001 0.038 0.026 0.041 0.036 0.002 0.127 0.016 0.075 0.084 0.054 -0.023 -0.005 -0.081 -0.001 -0.110 -0.030 -0.314 -0.008 | -| Ctt | -0.171 0.779 -0.123 0.167 1.000 -0.006 0.786 0.846 0.268 0.779 0.027 0.426 0.726 -0.055 0.902 0.462 0.347 -0.040 0.256 0.093 -0.776 0.536 -0.012 -0.411 | -| omega_p | -0.117 -0.006 0.127 -0.001 -0.006 1.000 -0.004 -0.006 -0.001 -0.005 0.091 -0.003 -0.005 0.001 -0.007 -0.000 -0.002 0.014 -0.002 0.011 0.006 -0.004 -0.000 0.003 | -| bplus_1 | -0.198 0.681 -0.099 0.038 0.786 -0.004 1.000 0.778 0.173 0.638 0.025 0.419 0.629 -0.195 0.871 0.512 0.231 -0.034 0.283 0.101 -0.739 0.567 0.115 -0.328 | -| Dbar_p | -0.178 0.844 -0.121 0.026 0.846 -0.006 0.778 1.000 0.258 0.774 0.029 0.544 0.719 -0.159 0.890 0.635 0.248 -0.040 0.281 0.098 -0.715 0.624 0.146 -0.244 | -| psi2s_p | -0.037 0.067 -0.030 0.041 0.268 -0.001 0.173 0.258 1.000 0.172 0.006 -0.080 0.147 -0.022 0.194 0.158 0.034 -0.009 0.084 0.019 -0.113 0.085 0.056 0.110 | -| bplus_0 | -0.214 0.677 -0.139 0.036 0.779 -0.005 0.638 0.774 0.172 1.000 0.030 0.418 0.627 -0.189 0.866 0.505 0.227 -0.036 0.275 0.115 -0.730 0.560 0.112 -0.335 | -| omega_s | -0.006 0.025 -0.155 0.002 0.027 0.091 0.025 0.029 0.006 0.030 1.000 0.016 0.023 -0.006 0.031 0.016 0.009 -0.021 0.010 -0.000 -0.027 0.021 0.004 -0.012 | -| p3770_s | -0.083 0.368 -0.082 0.127 0.426 -0.003 0.419 0.544 -0.080 0.418 0.016 1.000 0.410 -0.070 0.486 0.328 0.181 -0.023 0.206 0.042 -0.456 0.350 0.119 -0.039 | -| DDstar_s | -0.152 0.681 -0.092 0.016 0.726 -0.005 0.629 0.719 0.147 0.627 0.023 0.410 1.000 -0.151 0.798 0.532 0.207 -0.035 0.218 0.082 -0.650 0.506 0.090 -0.322 | -| p4415_s | 0.034 -0.138 0.030 0.075 -0.055 0.001 -0.195 -0.159 -0.022 -0.189 -0.006 -0.070 -0.151 1.000 -0.145 -0.029 0.162 0.008 -0.127 -0.020 0.097 -0.047 0.025 0.020 | -| Dbar_s | -0.199 0.833 -0.134 0.084 0.902 -0.007 0.871 0.890 0.194 0.866 0.031 0.486 0.798 -0.145 1.000 0.662 0.310 -0.047 0.295 0.107 -0.858 0.634 0.070 -0.390 | -| bplus_2 | -0.271 0.550 0.010 0.054 0.462 -0.000 0.512 0.635 0.158 0.505 0.016 0.328 0.532 -0.029 0.662 1.000 0.168 -0.010 0.122 0.139 -0.565 0.400 0.015 -0.191 | -| p4160_s | -0.034 0.197 -0.053 -0.023 0.347 -0.002 0.231 0.248 0.034 0.227 0.009 0.181 0.207 0.162 0.310 0.168 1.000 -0.016 -0.004 0.017 -0.271 0.414 -0.045 -0.123 | -| phi_p | -0.096 -0.042 0.116 -0.005 -0.040 0.014 -0.034 -0.040 -0.009 -0.036 -0.021 -0.023 -0.035 0.008 -0.047 -0.010 -0.016 1.000 -0.016 0.573 0.041 -0.031 -0.004 0.010 | -| p4415_p | -0.038 0.117 -0.060 -0.081 0.256 -0.002 0.283 0.281 0.084 0.275 0.010 0.206 0.218 -0.127 0.295 0.122 -0.004 -0.016 1.000 0.021 -0.212 0.284 0.276 -0.001 | -| phi_s | -0.094 0.082 0.014 -0.001 0.093 0.011 0.101 0.098 0.019 0.115 -0.000 0.042 0.082 -0.020 0.107 0.139 0.017 0.573 0.021 1.000 -0.088 0.061 0.006 -0.064 | -| p3770_p | 0.162 -0.709 0.117 -0.110 -0.776 0.006 -0.739 -0.715 -0.113 -0.730 -0.027 -0.456 -0.650 0.097 -0.858 -0.565 -0.271 0.041 -0.212 -0.088 1.000 -0.479 0.022 0.364 | -| p4040_p | -0.114 0.463 -0.100 -0.030 0.536 -0.004 0.567 0.624 0.085 0.560 0.021 0.350 0.506 -0.047 0.634 0.400 0.414 -0.031 0.284 0.061 -0.479 1.000 0.128 -0.153 | -| p4160_p | -0.011 -0.073 -0.027 -0.314 -0.012 -0.000 0.115 0.146 0.056 0.112 0.004 0.119 0.090 0.025 0.070 0.015 -0.045 -0.004 0.276 0.006 0.022 0.128 1.000 0.166 | -| jpsi_p | 0.096 -0.496 0.030 -0.008 -0.411 0.003 -0.328 -0.244 0.110 -0.335 -0.012 -0.039 -0.322 0.020 -0.390 -0.191 -0.123 0.010 -0.001 -0.064 0.364 -0.153 0.166 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2444525324892015}), (, {'error': 0.6642943766755045}), (, {'error': 0.24132478202007146}), (, {'error': 0.14170846988732289}), (, {'error': 0.25121660647018784}), (, {'error': 0.3531740353517616}), (, {'error': 0.021831010547074925}), (, {'error': 0.7717391343613649}), (, {'error': 0.02786272782730137}), (, {'error': 0.011079674570396159}), (, {'error': 0.8780119427984454}), (, {'error': 0.22938200332461856}), (, {'error': 0.46592074462617306}), (, {'error': 0.16110937442129247}), (, {'error': 0.5815130556155023}), (, {'error': 0.062937845157498}), (, {'error': 0.14719323081798918}), (, {'error': 0.1653863167107148}), (, {'error': 0.14316548510139437}), (, {'error': 0.9641821042217771}), (, {'error': 0.18431891711176274}), (, {'error': 0.25079973354615515}), (, {'error': 0.08766401823694103}), (, {'error': 0.024856111249289103})]) -Toy 12/25 -Time taken: 1 h, 30 s -Projected time left: 1 h, 5 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1416 (1416 total) | -| EDM = 3.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297142.7240311716 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.00 | 0.31 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.23 | 0.16 | | |0.00501244| 2.01499 | | -| 4 | Ctt | 0.16 | 0.32 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.86 | 0.03 | | | -2 | 2 | | -| 7 | Dbar_p | -5.7 | 1.2 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.466 | 0.015 | | | -2 | 2 | | -| 10| omega_s | 5.1 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.71 | 0.31 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.25 | 0.07 | | | -2 | 2 | | -| 16| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.91 | 0.14 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -2.58 | 0.21 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 20.5 | 0.9 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.26 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.84 | 0.20 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 3.80 | 0.13 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.622 | 0.031 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.049 0.234 -0.032 -0.190 0.015 0.229 0.242 -0.136 0.231 0.082 -0.148 0.140 0.062 0.245 0.289 -0.048 -0.208 -0.113 -0.140 0.178 -0.149 -0.104 -0.085 | -| DDstar_p | 0.049 1.000 0.114 -0.066 -0.261 0.001 0.288 0.319 -0.014 0.255 -0.041 -0.031 0.209 -0.022 0.162 -0.007 -0.080 0.014 0.074 -0.001 0.286 0.070 0.254 0.206 | -| rho_s | 0.234 0.114 1.000 -0.077 -0.292 0.018 0.258 0.319 -0.173 0.336 -0.475 -0.215 0.172 0.092 0.320 0.030 -0.115 0.107 -0.187 -0.028 0.247 -0.208 -0.136 -0.114 | -| p4040_s | -0.032 -0.066 -0.077 1.000 0.363 -0.001 -0.187 -0.241 0.150 -0.169 0.028 0.257 -0.108 0.084 -0.281 -0.048 0.126 -0.004 0.004 0.002 -0.252 0.029 -0.259 0.064 | -| Ctt | -0.190 -0.261 -0.292 0.363 1.000 -0.003 -0.786 -0.874 0.590 -0.728 0.105 0.577 -0.543 -0.101 -0.877 0.011 0.432 0.009 0.492 0.058 -0.674 0.512 0.270 0.248 | -| omega_p | 0.015 0.001 0.018 -0.001 -0.003 1.000 0.003 0.004 -0.002 0.004 -0.079 -0.003 0.002 0.001 0.004 0.000 -0.001 0.005 -0.002 -0.001 0.003 -0.002 -0.002 -0.001 | -| bplus_1 | 0.229 0.288 0.258 -0.187 -0.786 0.003 1.000 0.850 -0.466 0.516 -0.092 -0.560 0.459 0.261 0.858 0.134 -0.285 -0.022 -0.498 -0.075 0.655 -0.552 -0.370 -0.289 | -| Dbar_p | 0.242 0.319 0.319 -0.241 -0.874 0.004 0.850 1.000 -0.590 0.793 -0.116 -0.699 0.599 0.220 0.921 0.276 -0.359 -0.017 -0.569 -0.079 0.675 -0.669 -0.450 -0.454 | -| psi2s_p | -0.136 -0.014 -0.173 0.150 0.590 -0.002 -0.466 -0.590 1.000 -0.435 0.062 0.285 -0.303 -0.117 -0.533 -0.163 0.180 0.013 0.338 0.045 -0.325 0.363 0.289 0.384 | -| bplus_0 | 0.231 0.255 0.336 -0.169 -0.728 0.004 0.516 0.793 -0.435 1.000 -0.120 -0.512 0.430 0.242 0.798 0.133 -0.255 -0.015 -0.455 -0.078 0.615 -0.508 -0.340 -0.264 | -| omega_s | 0.082 -0.041 -0.475 0.028 0.105 -0.079 -0.092 -0.116 0.062 -0.120 1.000 0.077 -0.063 -0.033 -0.116 -0.010 0.041 -0.097 0.068 -0.009 -0.091 0.075 0.048 0.036 | -| p3770_s | -0.148 -0.031 -0.215 0.257 0.577 -0.003 -0.560 -0.699 0.285 -0.512 0.077 1.000 -0.398 -0.146 -0.640 -0.204 0.276 0.010 0.442 0.042 -0.537 0.491 0.375 0.457 | -| DDstar_s | 0.140 0.209 0.172 -0.108 -0.543 0.002 0.459 0.599 -0.303 0.430 -0.063 -0.398 1.000 0.146 0.588 0.191 -0.184 -0.009 -0.288 -0.047 0.420 -0.364 -0.224 -0.153 | -| p4415_s | 0.062 -0.022 0.092 0.084 -0.101 0.001 0.261 0.220 -0.117 0.242 -0.033 -0.146 0.146 1.000 0.213 -0.042 0.177 -0.004 -0.252 -0.021 0.117 -0.147 -0.148 -0.158 | -| Dbar_s | 0.245 0.162 0.320 -0.281 -0.877 0.004 0.858 0.921 -0.533 0.798 -0.116 -0.640 0.588 0.213 1.000 0.253 -0.384 -0.016 -0.564 -0.079 0.771 -0.620 -0.398 -0.341 | -| bplus_2 | 0.289 -0.007 0.030 -0.048 0.011 0.000 0.134 0.276 -0.163 0.133 -0.010 -0.204 0.191 -0.042 0.253 1.000 -0.042 -0.072 -0.059 -0.146 0.199 -0.178 -0.106 -0.250 | -| p4160_s | -0.048 -0.080 -0.115 0.126 0.432 -0.001 -0.285 -0.359 0.180 -0.255 0.041 0.276 -0.184 0.177 -0.384 -0.042 1.000 -0.005 0.095 0.005 -0.294 0.435 0.040 0.103 | -| phi_p | -0.208 0.014 0.107 -0.004 0.009 0.005 -0.022 -0.017 0.013 -0.015 -0.097 0.010 -0.009 -0.004 -0.016 -0.072 -0.005 1.000 0.004 0.466 -0.006 0.012 0.013 0.004 | -| p4415_p | -0.113 0.074 -0.187 0.004 0.492 -0.002 -0.498 -0.569 0.338 -0.455 0.068 0.442 -0.288 -0.252 -0.564 -0.059 0.095 0.004 1.000 0.030 -0.336 0.513 0.515 0.347 | -| phi_s | -0.140 -0.001 -0.028 0.002 0.058 -0.001 -0.075 -0.079 0.045 -0.078 -0.009 0.042 -0.047 -0.021 -0.079 -0.146 0.005 0.466 0.030 1.000 -0.055 0.045 0.035 0.010 | -| p3770_p | 0.178 0.286 0.247 -0.252 -0.674 0.003 0.655 0.675 -0.325 0.615 -0.091 -0.537 0.420 0.117 0.771 0.199 -0.294 -0.006 -0.336 -0.055 1.000 -0.336 -0.137 -0.145 | -| p4040_p | -0.149 0.070 -0.208 0.029 0.512 -0.002 -0.552 -0.669 0.363 -0.508 0.075 0.491 -0.364 -0.147 -0.620 -0.178 0.435 0.012 0.513 0.045 -0.336 1.000 0.490 0.444 | -| p4160_p | -0.104 0.254 -0.136 -0.259 0.270 -0.002 -0.370 -0.450 0.289 -0.340 0.048 0.375 -0.224 -0.148 -0.398 -0.106 0.040 0.013 0.515 0.035 -0.137 0.490 1.000 0.439 | -| jpsi_p | -0.085 0.206 -0.114 0.064 0.248 -0.001 -0.289 -0.454 0.384 -0.264 0.036 0.457 -0.153 -0.158 -0.341 -0.250 0.103 0.004 0.347 0.010 -0.145 0.444 0.439 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35324099898613426}), (, {'error': 0.45573204034115733}), (, {'error': 0.30816896817425943}), (, {'error': 0.16132433407588653}), (, {'error': 0.3198997285249191}), (, {'error': 0.07933456076791856}), (, {'error': 0.033598645659977056}), (, {'error': 1.163857790003862}), (, {'error': 0.038876676618238015}), (, {'error': 0.01501318755880221}), (, {'error': 0.8717719235632044}), (, {'error': 0.3060650330368444}), (, {'error': 0.4347963595980351}), (, {'error': 0.18512180353703}), (, {'error': 0.30387604272923324}), (, {'error': 0.06532519678891247}), (, {'error': 0.17012807746191794}), (, {'error': 0.1374107722833786}), (, {'error': 0.21160973758476587}), (, {'error': 0.8765363859122832}), (, {'error': 0.16120110378908326}), (, {'error': 0.20044732877117322}), (, {'error': 0.12543965594590478}), (, {'error': 0.03086341600611142})]) -Toy 13/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 1 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.999E+05 | Ncalls=542 (553 total) | -| EDM = 1.17E+08 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 299881.28622107574 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -2.851 | 0.014 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 5.548 | 0.010 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.697 | 0.001 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.780E-1 | 0.008E-1 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -1.327 | 0.001 | | | -1.5 | 1.5 | | -| 5 | omega_p | -5.103 | 0.005 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -1.992 | 0.000 | | | -2 | 2 | | -| 7 | Dbar_p | 0.617E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 2.682 | 0.014 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 1.5 | 3.1 | | | -2 | 2 | | -| 10| omega_s | 0.428E1 | 0.000E1 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 0.935 | 0.000 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.947E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 13| p4415_s | 2.090 | 0.001 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 1.415E-1 | 0.008E-1 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -1.575 | 0.002 | | | -2 | 2 | | -| 16| p4160_s | 0.349E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -4.139 | 0.012 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -5.660 | 0.013 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 2.322E1 | 0.000E1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -1.452 | 0.016 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -0.006 | 0.015 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -5.26 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 5.06 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.720 0.297 -0.042 -0.382 0.105 0.378 -0.546 -0.762 -0.778 -0.004 -0.064 -0.615 -0.088 -0.682 0.475 0.062 0.680 0.745 0.130 0.686 0.613 0.776 0.777 | -| DDstar_p | -0.720 1.000 -0.352 0.049 0.454 -0.124 -0.450 0.649 0.906 0.925 0.004 0.076 0.732 0.104 0.811 -0.565 -0.074 -0.808 -0.885 -0.155 -0.816 -0.729 -0.923 -0.923 | -| rho_s | 0.297 -0.352 1.000 -0.020 -0.187 0.051 0.185 -0.267 -0.373 -0.381 -0.002 -0.031 -0.301 -0.043 -0.334 0.232 0.030 0.332 0.364 0.064 0.336 0.300 0.380 0.380 | -| p4040_s | -0.042 0.049 -0.020 1.000 0.026 -0.007 -0.026 0.037 0.052 0.053 0.000 0.004 0.042 0.006 0.047 -0.033 -0.004 -0.047 -0.051 -0.009 -0.047 -0.043 -0.053 -0.053 | -| Ctt | -0.382 0.454 -0.187 0.026 1.000 -0.066 -0.239 0.345 0.481 0.491 0.002 0.040 0.388 0.055 0.431 -0.300 -0.039 -0.429 -0.470 -0.082 -0.433 -0.387 -0.490 -0.490 | -| omega_p | 0.105 -0.124 0.051 -0.007 -0.066 1.000 0.065 -0.094 -0.132 -0.134 -0.001 -0.011 -0.106 -0.015 -0.118 0.082 0.011 0.117 0.129 0.023 0.119 0.106 0.134 0.134 | -| bplus_1 | 0.378 -0.450 0.185 -0.026 -0.239 0.065 1.000 -0.341 -0.476 -0.486 -0.002 -0.040 -0.384 -0.055 -0.426 0.297 0.039 0.424 0.465 0.081 0.429 0.383 0.485 0.485 | -| Dbar_p | -0.546 0.649 -0.267 0.037 0.345 -0.094 -0.341 1.000 0.687 0.701 0.003 0.058 0.554 0.079 0.615 -0.428 -0.056 -0.612 -0.671 -0.117 -0.618 -0.553 -0.700 -0.700 | -| psi2s_p | -0.762 0.906 -0.373 0.052 0.481 -0.132 -0.476 0.687 1.000 0.979 0.004 0.080 0.774 0.110 0.858 -0.598 -0.078 -0.855 -0.937 -0.164 -0.863 -0.771 -0.977 -0.977 | -| bplus_0 | -0.778 0.925 -0.381 0.053 0.491 -0.134 -0.486 0.701 0.979 1.000 0.005 0.082 0.790 0.113 0.877 -0.610 -0.080 -0.873 -0.957 -0.168 -0.882 -0.788 -0.998 -0.998 | -| omega_s | -0.004 0.004 -0.002 0.000 0.002 -0.001 -0.002 0.003 0.004 0.005 1.000 0.000 0.004 0.001 0.004 -0.003 -0.000 -0.004 -0.004 -0.001 -0.004 -0.004 -0.005 -0.005 | -| p3770_s | -0.064 0.076 -0.031 0.004 0.040 -0.011 -0.040 0.058 0.080 0.082 0.000 1.000 0.065 0.009 0.072 -0.050 -0.007 -0.072 -0.079 -0.014 -0.072 -0.065 -0.082 -0.082 | -| DDstar_s | -0.615 0.732 -0.301 0.042 0.388 -0.106 -0.384 0.554 0.774 0.790 0.004 0.065 1.000 0.089 0.693 -0.482 -0.063 -0.690 -0.756 -0.132 -0.697 -0.623 -0.788 -0.789 | -| p4415_s | -0.088 0.104 -0.043 0.006 0.055 -0.015 -0.055 0.079 0.110 0.113 0.001 0.009 0.089 1.000 0.099 -0.069 -0.009 -0.098 -0.108 -0.019 -0.099 -0.089 -0.112 -0.112 | -| Dbar_s | -0.682 0.811 -0.334 0.047 0.431 -0.118 -0.426 0.615 0.858 0.877 0.004 0.072 0.693 0.099 1.000 -0.535 -0.070 -0.766 -0.839 -0.147 -0.773 -0.691 -0.875 -0.875 | -| bplus_2 | 0.475 -0.565 0.232 -0.033 -0.300 0.082 0.297 -0.428 -0.598 -0.610 -0.003 -0.050 -0.482 -0.069 -0.535 1.000 0.049 0.533 0.584 0.102 0.538 0.481 0.609 0.609 | -| p4160_s | 0.062 -0.074 0.030 -0.004 -0.039 0.011 0.039 -0.056 -0.078 -0.080 -0.000 -0.007 -0.063 -0.009 -0.070 0.049 1.000 0.070 0.076 0.013 0.070 0.063 0.080 0.080 | -| phi_p | 0.680 -0.808 0.332 -0.047 -0.429 0.117 0.424 -0.612 -0.855 -0.873 -0.004 -0.072 -0.690 -0.098 -0.766 0.533 0.070 1.000 0.836 0.146 0.770 0.688 0.871 0.871 | -| p4415_p | 0.745 -0.885 0.364 -0.051 -0.470 0.129 0.465 -0.671 -0.937 -0.957 -0.004 -0.079 -0.756 -0.108 -0.839 0.584 0.076 0.836 1.000 0.160 0.844 0.754 0.955 0.955 | -| phi_s | 0.130 -0.155 0.064 -0.009 -0.082 0.023 0.081 -0.117 -0.164 -0.168 -0.001 -0.014 -0.132 -0.019 -0.147 0.102 0.013 0.146 0.160 1.000 0.148 0.132 0.167 0.167 | -| p3770_p | 0.686 -0.816 0.336 -0.047 -0.433 0.119 0.429 -0.618 -0.863 -0.882 -0.004 -0.072 -0.697 -0.099 -0.773 0.538 0.070 0.770 0.844 0.148 1.000 0.695 0.880 0.880 | -| p4040_p | 0.613 -0.729 0.300 -0.043 -0.387 0.106 0.383 -0.553 -0.771 -0.788 -0.004 -0.065 -0.623 -0.089 -0.691 0.481 0.063 0.688 0.754 0.132 0.695 1.000 0.786 0.786 | -| p4160_p | 0.776 -0.923 0.380 -0.053 -0.490 0.134 0.485 -0.700 -0.977 -0.998 -0.005 -0.082 -0.788 -0.112 -0.875 0.609 0.080 0.871 0.955 0.167 0.880 0.786 1.000 0.995 | -| jpsi_p | 0.777 -0.923 0.380 -0.053 -0.490 0.134 0.485 -0.700 -0.977 -0.998 -0.005 -0.082 -0.789 -0.112 -0.875 0.609 0.080 0.871 0.955 0.167 0.880 0.786 0.995 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01392154537005541}), (, {'error': 0.010134093031088476}), (, {'error': 0.0014596798738070738}), (, {'error': 0.0007895792013816877}), (, {'error': 0.001122383783802805}), (, {'error': 0.004994866894058703}), (, {'error': 0.00022592917603436735}), (, {'error': 0.002237809181629302}), (, {'error': 0.013670714801361505}), (, {'error': 3.0546651748989397}), (, {'error': 0.0009639946475967776}), (, {'error': 0.00031778230592716117}), (, {'error': 0.0006533600188216304}), (, {'error': 0.0010209777511782647}), (, {'error': 0.0007681556594036076}), (, {'error': 0.0021249710158950386}), (, {'error': 0.0010480853266821022}), (, {'error': 0.012453382449119754}), (, {'error': 0.012667359999114058}), (, {'error': 0.002480423136404397}), (, {'error': 0.01635792913850409}), (, {'error': 0.015008096994038933}), (, {'error': 0.1553195250397712}), (, {'error': 0.041302439361069254})]) -Toy 14/25 -Time taken: 1 h, 9 min -Projected time left: 54 min, 49 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1516 (1516 total) | -| EDM = 7.06E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297221.97084340075 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 6.06 | 0.30 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.26 | 0.16 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | | -| 5 | omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.65 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | -3.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.924 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.366 | 0.030 | | | -2 | 2 | | -| 10| omega_s | 7.7 | 1.7 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.67 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.73 | 0.18 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.47 | 0.05 | | | -2 | 2 | | -| 16| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -1.19 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.97 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 2.92 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 4.705 | 0.029 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.002 -0.163 -0.019 0.004 -0.080 0.433 0.089 0.048 -0.476 -0.319 0.048 -0.004 0.050 -0.007 0.012 0.001 0.112 0.061 -0.011 0.003 0.097 -0.002 -0.040 | -| DDstar_p | -0.002 1.000 -0.006 -0.107 -0.001 0.003 -0.079 -0.155 0.171 0.032 0.004 0.196 0.011 -0.009 -0.017 0.054 0.011 0.004 0.080 0.002 0.155 0.229 -0.001 0.324 | -| rho_s | -0.163 -0.006 1.000 0.007 -0.008 0.252 0.188 -0.097 -0.003 -0.164 0.039 -0.063 0.000 -0.028 0.004 0.357 -0.002 -0.085 -0.041 -0.090 -0.048 -0.051 0.000 0.043 | -| p4040_s | -0.019 -0.107 0.007 1.000 0.028 0.004 -0.096 0.100 0.099 0.039 0.009 0.121 -0.005 -0.103 -0.048 0.210 -0.004 -0.001 -0.176 0.011 -0.081 -0.179 0.010 -0.032 | -| Ctt | 0.004 -0.001 -0.008 0.028 1.000 -0.000 0.006 -0.014 0.008 0.002 -0.001 -0.018 -0.000 0.019 0.003 -0.073 -0.001 0.000 -0.000 -0.003 -0.019 0.001 -0.000 0.010 | -| omega_p | -0.080 0.003 0.252 0.004 -0.000 1.000 -0.078 -0.006 -0.007 0.081 0.791 -0.004 0.001 -0.006 0.002 -0.025 -0.000 -0.019 -0.007 0.016 0.002 -0.012 0.000 -0.003 | -| bplus_1 | 0.433 -0.079 0.188 -0.096 0.006 -0.078 1.000 -0.141 -0.017 -0.975 -0.232 -0.025 0.028 -0.021 0.011 0.303 0.001 0.047 0.151 -0.120 -0.139 0.061 -0.002 -0.166 | -| Dbar_p | 0.089 -0.155 -0.097 0.100 -0.014 -0.006 -0.141 1.000 0.174 0.016 -0.023 0.092 0.013 0.027 0.056 -0.212 0.004 0.020 -0.103 -0.041 0.505 -0.001 0.003 0.512 | -| psi2s_p | 0.048 0.171 -0.003 0.099 0.008 -0.007 -0.017 0.174 1.000 -0.050 -0.021 -0.376 0.025 -0.055 0.062 0.143 0.001 0.008 -0.072 -0.013 0.186 -0.139 0.003 0.107 | -| bplus_0 | -0.476 0.032 -0.164 0.039 0.002 0.081 -0.975 0.016 -0.050 1.000 0.243 -0.008 -0.006 -0.041 -0.002 -0.375 -0.000 -0.057 -0.084 0.130 0.084 -0.101 0.003 0.111 | -| omega_s | -0.319 0.004 0.039 0.009 -0.001 0.791 -0.232 -0.023 -0.021 0.243 1.000 -0.013 0.002 -0.017 0.003 -0.071 -0.000 -0.045 -0.022 0.048 0.005 -0.036 0.001 0.002 | -| p3770_s | 0.048 0.196 -0.063 0.121 -0.018 -0.004 -0.025 0.092 -0.376 -0.008 -0.013 1.000 0.005 0.059 0.071 -0.142 0.001 0.009 0.006 -0.029 -0.114 0.140 -0.001 0.138 | -| DDstar_s | -0.004 0.011 0.000 -0.005 -0.000 0.001 0.028 0.013 0.025 -0.006 0.002 0.005 1.000 0.013 -0.003 -0.023 0.000 -0.000 0.017 0.000 -0.002 0.033 -0.001 0.021 | -| p4415_s | 0.050 -0.009 -0.028 -0.103 0.019 -0.006 -0.021 0.027 -0.055 -0.041 -0.017 0.059 0.013 1.000 -0.005 0.089 0.008 0.009 -0.014 -0.018 0.005 0.101 -0.002 -0.044 | -| Dbar_s | -0.007 -0.017 0.004 -0.048 0.003 0.002 0.011 0.056 0.062 -0.002 0.003 0.071 -0.003 -0.005 1.000 0.038 0.002 0.000 0.021 0.003 0.051 0.058 -0.001 0.056 | -| bplus_2 | 0.012 0.054 0.357 0.210 -0.073 -0.025 0.303 -0.212 0.143 -0.375 -0.071 -0.142 -0.023 0.089 0.038 1.000 -0.011 -0.023 -0.293 0.039 -0.178 -0.060 -0.000 -0.052 | -| p4160_s | 0.001 0.011 -0.002 -0.004 -0.001 -0.000 0.001 0.004 0.001 -0.000 -0.000 0.001 0.000 0.008 0.002 -0.011 1.000 0.000 0.007 -0.001 0.008 -0.009 -0.002 0.008 | -| phi_p | 0.112 0.004 -0.085 -0.001 0.000 -0.019 0.047 0.020 0.008 -0.057 -0.045 0.009 -0.000 0.009 0.000 -0.023 0.000 1.000 0.010 0.470 0.003 0.016 -0.000 -0.015 | -| p4415_p | 0.061 0.080 -0.041 -0.176 -0.000 -0.007 0.151 -0.103 -0.072 -0.084 -0.022 0.006 0.017 -0.014 0.021 -0.293 0.007 0.010 1.000 -0.028 0.028 -0.067 0.004 0.004 | -| phi_s | -0.011 0.002 -0.090 0.011 -0.003 0.016 -0.120 -0.041 -0.013 0.130 0.048 -0.029 0.000 -0.018 0.003 0.039 -0.001 0.470 -0.028 1.000 -0.012 -0.039 0.001 0.014 | -| p3770_p | 0.003 0.155 -0.048 -0.081 -0.019 0.002 -0.139 0.505 0.186 0.084 0.005 -0.114 -0.002 0.005 0.051 -0.178 0.008 0.003 0.028 -0.012 1.000 0.105 0.001 0.356 | -| p4040_p | 0.097 0.229 -0.051 -0.179 0.001 -0.012 0.061 -0.001 -0.139 -0.101 -0.036 0.140 0.033 0.101 0.058 -0.060 -0.009 0.016 -0.067 -0.039 0.105 1.000 -0.000 0.046 | -| p4160_p | -0.002 -0.001 0.000 0.010 -0.000 0.000 -0.002 0.003 0.003 0.003 0.001 -0.001 -0.001 -0.002 -0.001 -0.000 -0.002 -0.000 0.004 0.001 0.001 -0.000 1.000 0.002 | -| jpsi_p | -0.040 0.324 0.043 -0.032 0.010 -0.003 -0.166 0.512 0.107 0.111 0.002 0.138 0.021 -0.044 0.056 -0.052 0.008 -0.015 0.004 0.014 0.356 0.046 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35280259740288855}), (, {'error': 0.30264467122608973}), (, {'error': 0.3551473677749548}), (, {'error': 0.1589458420130585}), (, {'error': 0.03559357264531948}), (, {'error': 0.3427589235523154}), (, {'error': 0.054203432084327874}), (, {'error': 0.37745585899756406}), (, {'error': 0.03113726612220269}), (, {'error': 0.029910499754819075}), (, {'error': 1.7327214058308829}), (, {'error': 0.23135861684420345}), (, {'error': 0.025294515413107344}), (, {'error': 0.18345085219518037}), (, {'error': 0.04470913973108534}), (, {'error': 0.05072780962338075}), (, {'error': 0.015192953008745569}), (, {'error': 0.18317172064255072}), (, {'error': 0.27651968341921807}), (, {'error': 1.0420208221364105}), (, {'error': 0.10081424658240934}), (, {'error': 0.12127244108272883}), (, {'error': 0.010723586242284089}), (, {'error': 0.02946941396538172})]) -Toy 15/25 -Time taken: 1 h, 16 min -Projected time left: 50 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1405 (1405 total) | -| EDM = 0.000567 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297201.0114432132 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.77 | 0.32 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.98 | 0.16 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.67 | 0.22 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.37 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | 4.92 | 0.30 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.425 | 0.017 | | | -2 | 2 | | -| 10| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.34 | 0.22 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | | -| 16| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 6.02 | 0.28 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 4.09 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | 4.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 4.641 | 0.027 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.075 -0.132 0.008 0.019 -0.516 0.202 -0.041 -0.004 -0.304 -0.035 -0.020 0.000 0.001 -0.001 0.052 0.006 0.034 0.000 0.035 -0.041 -0.004 -0.010 -0.041 | -| DDstar_p | -0.075 1.000 0.033 -0.156 -0.077 0.034 0.403 -0.126 0.019 -0.011 -0.001 0.216 0.032 0.005 -0.003 -0.256 -0.099 0.000 0.003 0.006 0.292 0.179 0.267 0.241 | -| rho_s | -0.132 0.033 1.000 0.055 0.082 0.248 -0.081 0.042 0.001 0.150 -0.028 0.021 0.001 0.002 0.002 0.202 0.065 0.086 -0.001 0.110 0.002 -0.011 -0.022 -0.076 | -| p4040_s | 0.008 -0.156 0.055 1.000 0.333 0.015 -0.064 -0.161 -0.060 0.027 0.003 0.065 0.010 -0.022 -0.000 0.193 0.064 0.003 -0.001 -0.020 -0.166 -0.230 -0.528 -0.040 | -| Ctt | 0.019 -0.077 0.082 0.333 1.000 0.021 -0.216 -0.345 0.198 -0.012 0.004 -0.217 -0.000 -0.009 0.003 0.738 0.239 -0.002 -0.006 -0.035 -0.205 -0.340 -0.402 0.259 | -| omega_p | -0.516 0.034 0.248 0.015 0.021 1.000 -0.103 0.026 -0.000 0.157 -0.341 0.013 0.001 0.000 0.001 0.045 0.018 0.033 -0.000 0.028 0.014 -0.003 -0.005 -0.017 | -| bplus_1 | 0.202 0.403 -0.081 -0.064 -0.216 -0.103 1.000 0.202 0.017 -0.827 -0.000 0.085 -0.003 -0.010 0.001 -0.335 -0.074 0.004 0.000 0.020 0.157 0.027 0.047 0.092 | -| Dbar_p | -0.041 -0.126 0.042 -0.161 -0.345 0.026 0.202 1.000 -0.105 0.015 0.001 -0.067 0.010 -0.009 0.024 -0.090 -0.137 0.001 0.003 -0.006 0.291 -0.061 -0.005 0.106 | -| psi2s_p | -0.004 0.019 0.001 -0.060 0.198 -0.000 0.017 -0.105 1.000 -0.009 0.002 -0.435 0.028 -0.007 0.025 0.011 -0.094 -0.004 0.002 -0.005 0.053 -0.189 -0.111 -0.027 | -| bplus_0 | -0.304 -0.011 0.150 0.027 -0.012 0.157 -0.827 0.015 -0.009 1.000 -0.000 0.046 0.001 0.002 0.002 0.023 0.039 0.005 -0.001 -0.015 0.018 0.015 0.007 -0.083 | -| omega_s | -0.035 -0.001 -0.028 0.003 0.004 -0.341 -0.000 0.001 0.002 -0.000 1.000 0.002 -0.000 0.000 -0.000 0.009 0.003 0.011 -0.000 -0.008 0.001 0.001 0.000 0.008 | -| p3770_s | -0.020 0.216 0.021 0.065 -0.217 0.013 0.085 -0.067 -0.435 0.046 0.002 1.000 0.027 0.002 0.027 -0.140 -0.005 -0.000 0.001 -0.009 -0.190 0.007 0.062 -0.027 | -| DDstar_s | 0.000 0.032 0.001 0.010 -0.000 0.001 -0.003 0.010 0.028 0.001 -0.000 0.027 1.000 0.003 -0.002 0.007 0.011 0.000 -0.000 0.000 0.024 0.026 0.039 0.060 | -| p4415_s | 0.001 0.005 0.002 -0.022 -0.009 0.000 -0.010 -0.009 -0.007 0.002 0.000 0.002 0.003 1.000 0.001 0.013 -0.023 0.000 -0.026 -0.001 0.008 0.015 0.027 0.000 | -| Dbar_s | -0.001 -0.003 0.002 -0.000 0.003 0.001 0.001 0.024 0.025 0.002 -0.000 0.027 -0.002 0.001 1.000 0.005 0.002 0.000 -0.000 -0.000 0.036 0.019 0.024 0.048 | -| bplus_2 | 0.052 -0.256 0.202 0.193 0.738 0.045 -0.335 -0.090 0.011 0.023 0.009 -0.140 0.007 0.013 0.005 1.000 0.221 0.013 -0.003 -0.068 -0.126 -0.130 -0.158 0.117 | -| p4160_s | 0.006 -0.099 0.065 0.064 0.239 0.018 -0.074 -0.137 -0.094 0.039 0.003 -0.005 0.011 -0.023 0.002 0.221 1.000 0.004 -0.005 -0.023 -0.072 0.295 -0.151 -0.037 | -| phi_p | 0.034 0.000 0.086 0.003 -0.002 0.033 0.004 0.001 -0.004 0.005 0.011 -0.000 0.000 0.000 0.000 0.013 0.004 1.000 -0.000 0.717 -0.005 -0.002 -0.003 -0.037 | -| p4415_p | 0.000 0.003 -0.001 -0.001 -0.006 -0.000 0.000 0.003 0.002 -0.001 -0.000 0.001 -0.000 -0.026 -0.000 -0.003 -0.005 -0.000 1.000 0.000 0.002 -0.002 -0.003 0.002 | -| phi_s | 0.035 0.006 0.110 -0.020 -0.035 0.028 0.020 -0.006 -0.005 -0.015 -0.008 -0.009 0.000 -0.001 -0.000 -0.068 -0.023 0.717 0.000 1.000 0.000 0.001 0.005 -0.008 | -| p3770_p | -0.041 0.292 0.002 -0.166 -0.205 0.014 0.157 0.291 0.053 0.018 0.001 -0.190 0.024 0.008 0.036 -0.126 -0.072 -0.005 0.002 0.000 1.000 0.188 0.220 0.059 | -| p4040_p | -0.004 0.179 -0.011 -0.230 -0.340 -0.003 0.027 -0.061 -0.189 0.015 0.001 0.007 0.026 0.015 0.019 -0.130 0.295 -0.002 -0.002 0.001 0.188 1.000 0.295 -0.067 | -| p4160_p | -0.010 0.267 -0.022 -0.528 -0.402 -0.005 0.047 -0.005 -0.111 0.007 0.000 0.062 0.039 0.027 0.024 -0.158 -0.151 -0.003 -0.003 0.005 0.220 0.295 1.000 -0.014 | -| jpsi_p | -0.041 0.241 -0.076 -0.040 0.259 -0.017 0.092 0.106 -0.027 -0.083 0.008 -0.027 0.060 0.000 0.048 0.117 -0.037 -0.037 0.002 -0.008 0.059 -0.067 -0.014 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3154340385023908}), (, {'error': 0.3251899864795291}), (, {'error': 0.4102209870882889}), (, {'error': 0.16351629904809722}), (, {'error': 0.21875919419339562}), (, {'error': 0.2618479968991214}), (, {'error': 0.036019620855008316}), (, {'error': 0.297390358721378}), (, {'error': 0.031999645359917395}), (, {'error': 0.016612285411941263}), (, {'error': 3.4900598298910053}), (, {'error': 0.22337144565785572}), (, {'error': 0.021297970486761242}), (, {'error': 0.04302431102304828}), (, {'error': 0.01754841593614148}), (, {'error': 0.07753279045603756}), (, {'error': 0.1554533700180809}), (, {'error': 0.2831392585491237}), (, {'error': 0.1255330282222591}), (, {'error': 1.135569355126842}), (, {'error': 0.09814320920303121}), (, {'error': 0.19449318576762842}), (, {'error': 0.11037432616573994}), (, {'error': 0.026644976862309377})]) -Toy 16/25 -Time taken: 1 h, 21 min -Projected time left: 45 min, 54 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1247 (1247 total) | -| EDM = 4.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297546.02234988904 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 6.13 | 0.30 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.12 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -1.08 | 0.22 | | | -1.5 | 1.5 | | -| 5 | omega_p | -5.17 | 0.23 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.91 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | -5.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.498 | 0.022 | | | -2 | 2 | | -| 10| omega_s | 9.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.99 | 0.25 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.40 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.34 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 6.19 | 0.25 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.66 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 2.92 | 0.15 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -4.47 | 0.03 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.009 0.231 0.037 0.099 -0.036 0.017 -0.006 0.011 -0.011 0.013 0.004 -0.001 0.066 -0.003 0.210 -0.001 0.073 0.009 0.093 -0.030 0.032 -0.001 -0.025 | -| DDstar_p | -0.009 1.000 -0.048 -0.150 -0.185 -0.024 -0.203 -0.091 0.217 -0.013 0.004 0.162 0.012 0.068 -0.009 -0.043 0.017 0.004 0.112 -0.001 0.103 0.359 -0.005 0.484 | -| rho_s | 0.231 -0.048 1.000 0.033 0.029 0.684 -0.186 -0.029 -0.012 0.235 -0.078 -0.014 -0.005 0.023 -0.004 0.031 -0.002 0.025 -0.019 0.022 -0.020 -0.014 -0.000 -0.037 | -| p4040_s | 0.037 -0.150 0.033 1.000 0.383 0.017 0.053 -0.185 0.057 0.022 -0.001 -0.059 0.009 -0.030 0.005 0.207 -0.016 -0.001 -0.191 -0.012 -0.212 -0.288 0.008 -0.257 | -| Ctt | 0.099 -0.185 0.029 0.383 1.000 0.016 -0.168 0.245 0.234 0.023 0.005 -0.177 0.005 0.278 0.026 0.770 -0.014 -0.002 -0.146 -0.041 -0.087 -0.023 -0.002 -0.406 | -| omega_p | -0.036 -0.024 0.684 0.017 0.016 1.000 -0.122 -0.014 -0.006 0.147 -0.284 -0.007 -0.003 0.011 -0.002 0.008 -0.001 0.036 -0.011 0.009 -0.008 -0.007 0.000 -0.019 | -| bplus_1 | 0.017 -0.203 -0.186 0.053 -0.168 -0.122 1.000 -0.112 -0.077 -0.910 0.021 -0.055 -0.028 -0.047 -0.018 -0.177 -0.006 0.004 -0.130 0.024 -0.080 -0.118 0.001 -0.052 | -| Dbar_p | -0.006 -0.091 -0.029 -0.185 0.245 -0.014 -0.112 1.000 0.311 -0.008 0.002 0.333 -0.004 0.033 0.019 -0.042 0.012 0.004 0.080 0.001 0.180 0.303 -0.003 0.326 | -| psi2s_p | 0.011 0.217 -0.012 0.057 0.234 -0.006 -0.077 0.311 1.000 -0.000 0.003 -0.249 -0.001 0.011 0.000 0.049 0.004 -0.000 -0.010 -0.010 0.115 0.013 -0.000 0.208 | -| bplus_0 | -0.011 -0.013 0.235 0.022 0.023 0.147 -0.910 -0.008 -0.000 1.000 -0.024 0.031 -0.003 0.036 -0.004 -0.039 -0.001 -0.001 -0.008 -0.021 0.012 0.024 -0.000 0.010 | -| omega_s | 0.013 0.004 -0.078 -0.001 0.005 -0.284 0.021 0.002 0.003 -0.024 1.000 0.004 0.000 0.005 0.000 0.019 0.000 0.005 0.003 -0.004 0.000 0.006 -0.000 0.008 | -| p3770_s | 0.004 0.162 -0.014 -0.059 -0.177 -0.007 -0.055 0.333 -0.249 0.031 0.004 1.000 -0.013 -0.001 -0.004 -0.142 0.009 0.001 0.054 -0.010 -0.153 0.221 -0.002 0.311 | -| DDstar_s | -0.001 0.012 -0.005 0.009 0.005 -0.003 -0.028 -0.004 -0.001 -0.003 0.000 -0.013 1.000 0.013 -0.001 0.018 -0.001 -0.000 0.000 0.000 -0.026 -0.001 -0.000 -0.012 | -| p4415_s | 0.066 0.068 0.023 -0.030 0.278 0.011 -0.047 0.033 0.011 0.036 0.005 -0.001 0.013 1.000 0.012 0.260 0.006 0.001 -0.073 -0.028 0.008 0.103 -0.002 -0.085 | -| Dbar_s | -0.003 -0.009 -0.004 0.005 0.026 -0.002 -0.018 0.019 0.000 -0.004 0.000 -0.004 -0.001 0.012 1.000 0.013 -0.001 -0.000 0.005 0.001 -0.041 0.006 -0.000 -0.023 | -| bplus_2 | 0.210 -0.043 0.031 0.207 0.770 0.008 -0.177 -0.042 0.049 -0.039 0.019 -0.142 0.018 0.260 0.013 1.000 -0.006 0.003 0.080 -0.080 -0.060 0.028 -0.002 -0.351 | -| p4160_s | -0.001 0.017 -0.002 -0.016 -0.014 -0.001 -0.006 0.012 0.004 -0.001 0.000 0.009 -0.001 0.006 -0.001 -0.006 1.000 0.000 0.009 0.000 0.010 0.002 -0.002 0.018 | -| phi_p | 0.073 0.004 0.025 -0.001 -0.002 0.036 0.004 0.004 -0.000 -0.001 0.005 0.001 -0.000 0.001 -0.000 0.003 0.000 1.000 0.001 0.660 -0.004 0.002 -0.000 -0.008 | -| p4415_p | 0.009 0.112 -0.019 -0.191 -0.146 -0.011 -0.130 0.080 -0.010 -0.008 0.003 0.054 0.000 -0.073 0.005 0.080 0.009 0.001 1.000 -0.005 0.116 -0.022 0.004 0.131 | -| phi_s | 0.093 -0.001 0.022 -0.012 -0.041 0.009 0.024 0.001 -0.010 -0.021 -0.004 -0.010 0.000 -0.028 0.001 -0.080 0.000 0.660 -0.005 1.000 0.002 -0.020 0.000 -0.015 | -| p3770_p | -0.030 0.103 -0.020 -0.212 -0.087 -0.008 -0.080 0.180 0.115 0.012 0.000 -0.153 -0.026 0.008 -0.041 -0.060 0.010 -0.004 0.116 0.002 1.000 0.188 -0.002 0.143 | -| p4040_p | 0.032 0.359 -0.014 -0.288 -0.023 -0.007 -0.118 0.303 0.013 0.024 0.006 0.221 -0.001 0.103 0.006 0.028 0.002 0.002 -0.022 -0.020 0.188 1.000 -0.004 0.282 | -| p4160_p | -0.001 -0.005 -0.000 0.008 -0.002 0.000 0.001 -0.003 -0.000 -0.000 -0.000 -0.002 -0.000 -0.002 -0.000 -0.002 -0.002 -0.000 0.004 0.000 -0.002 -0.004 1.000 -0.002 | -| jpsi_p | -0.025 0.484 -0.037 -0.257 -0.406 -0.019 -0.052 0.326 0.208 0.010 0.008 0.311 -0.012 -0.085 -0.023 -0.351 0.018 -0.008 0.131 -0.015 0.143 0.282 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.303059281366191}), (, {'error': 0.35619593965052854}), (, {'error': 0.36673216704150763}), (, {'error': 0.17764950409109065}), (, {'error': 0.22084496761079558}), (, {'error': 0.23166054115788937}), (, {'error': 0.04096434919131786}), (, {'error': 0.3494065658024339}), (, {'error': 0.03401411005148702}), (, {'error': 0.02175960241410868}), (, {'error': 0.9168572907932031}), (, {'error': 0.24653690474509515}), (, {'error': 0.01651376808316729}), (, {'error': 0.18882938501388957}), (, {'error': 0.01735543729652672}), (, {'error': 0.0947288939121036}), (, {'error': 0.01424149842559247}), (, {'error': 0.25467337293043}), (, {'error': 0.48191183482383426}), (, {'error': 1.0384029493718376}), (, {'error': 0.09922480512042853}), (, {'error': 0.15147620509724913}), (, {'error': 0.009097188082134}), (, {'error': 0.03372447682735258})]) -Toy 17/25 -Time taken: 1 h, 27 min -Projected time left: 41 min, 4 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1354 (1354 total) | -| EDM = 0.000177 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297494.2828054994 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 0.11 | 0.37 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.72 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.86 | 0.21 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.895 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.43 | 0.03 | | | -2 | 2 | | -| 10| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.13 | 0.10 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.22 | 0.08 | | | -2 | 2 | | -| 16| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.25 | 0.86 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 19 | 3 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -2.38 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.23 | 0.26 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 4.634 | 0.024 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.071 -0.015 0.041 0.095 -0.011 -0.286 -0.011 -0.003 0.318 0.497 0.006 -0.001 0.007 0.001 -0.247 0.051 -0.047 -0.001 -0.019 -0.019 -0.005 -0.014 -0.060 | -| DDstar_p | -0.071 1.000 0.088 -0.172 -0.035 0.005 -0.190 -0.182 -0.019 -0.083 -0.056 0.188 0.053 -0.001 -0.002 0.247 -0.079 -0.001 0.006 -0.007 0.236 0.103 0.177 0.145 | -| rho_s | -0.015 0.088 1.000 0.038 0.024 0.051 0.302 0.062 0.017 -0.362 -0.321 0.021 0.001 0.002 0.001 -0.054 0.042 -0.024 -0.001 -0.043 0.001 0.001 -0.008 -0.031 | -| p4040_s | 0.041 -0.172 0.038 1.000 0.372 0.000 0.074 -0.113 -0.006 -0.045 -0.006 0.072 0.000 -0.047 -0.005 -0.201 0.076 -0.013 0.000 -0.022 -0.181 -0.247 -0.536 -0.018 | -| Ctt | 0.095 -0.035 0.024 0.372 1.000 -0.002 0.087 -0.331 0.239 0.045 0.011 -0.165 -0.009 -0.016 -0.003 -0.716 0.267 -0.009 -0.006 -0.019 -0.225 -0.277 -0.359 0.257 | -| omega_p | -0.011 0.005 0.051 0.000 -0.002 1.000 0.018 0.002 0.002 -0.020 -0.202 0.001 -0.000 -0.000 -0.000 0.006 -0.000 -0.031 -0.000 -0.033 0.001 0.001 0.001 0.007 | -| bplus_1 | -0.286 -0.190 0.302 0.074 0.087 0.018 1.000 -0.062 0.029 -0.929 -0.221 -0.051 -0.009 0.018 -0.004 -0.088 0.048 0.002 -0.003 -0.033 -0.135 0.021 -0.005 -0.089 | -| Dbar_p | -0.011 -0.182 0.062 -0.113 -0.331 0.002 -0.062 1.000 -0.075 -0.061 -0.029 -0.078 0.006 -0.020 0.029 0.035 -0.091 -0.009 0.004 -0.017 0.290 -0.102 -0.038 0.155 | -| psi2s_p | -0.003 -0.019 0.017 -0.006 0.239 0.002 0.029 -0.075 1.000 -0.026 -0.008 -0.464 0.035 -0.017 0.028 -0.055 -0.056 -0.018 0.002 -0.021 0.038 -0.203 -0.141 -0.018 | -| bplus_0 | 0.318 -0.083 -0.362 -0.045 0.045 -0.020 -0.929 -0.061 -0.026 1.000 0.252 -0.018 0.002 -0.002 0.001 -0.112 -0.034 0.003 0.002 0.042 0.034 -0.019 -0.002 0.085 | -| omega_s | 0.497 -0.056 -0.321 -0.006 0.011 -0.202 -0.221 -0.029 -0.008 0.252 1.000 -0.007 -0.001 0.001 -0.000 -0.047 -0.005 -0.122 0.000 -0.096 -0.006 -0.001 0.000 -0.005 | -| p3770_s | 0.006 0.188 0.021 0.072 -0.165 0.001 -0.051 -0.078 -0.464 -0.018 -0.007 1.000 0.039 0.002 0.030 0.097 0.009 -0.019 0.001 -0.022 -0.155 -0.013 0.028 -0.043 | -| DDstar_s | -0.001 0.053 0.001 0.000 -0.009 -0.000 -0.009 0.006 0.035 0.002 -0.001 0.039 1.000 0.007 -0.002 0.007 0.005 0.002 -0.000 0.002 0.035 0.031 0.055 0.077 | -| p4415_s | 0.007 -0.001 0.002 -0.047 -0.016 -0.000 0.018 -0.020 -0.017 -0.002 0.001 0.002 0.007 1.000 0.002 -0.037 -0.052 -0.003 -0.060 -0.004 0.014 0.029 0.054 -0.002 | -| Dbar_s | 0.001 -0.002 0.001 -0.005 -0.003 -0.000 -0.004 0.029 0.028 0.001 -0.000 0.030 -0.002 0.002 1.000 0.001 -0.001 0.001 -0.000 0.001 0.039 0.017 0.027 0.052 | -| bplus_2 | -0.247 0.247 -0.054 -0.201 -0.716 0.006 -0.088 0.035 -0.055 -0.112 -0.047 0.097 0.007 -0.037 0.001 1.000 -0.220 0.047 0.006 0.067 0.109 0.069 0.096 -0.156 | -| p4160_s | 0.051 -0.079 0.042 0.076 0.267 -0.000 0.048 -0.091 -0.056 -0.034 -0.005 0.009 0.005 -0.052 -0.001 -0.220 1.000 -0.016 -0.003 -0.026 -0.065 0.309 -0.158 -0.012 | -| phi_p | -0.047 -0.001 -0.024 -0.013 -0.009 -0.031 0.002 -0.009 -0.018 0.003 -0.122 -0.019 0.002 -0.003 0.001 0.047 -0.016 1.000 0.001 0.973 -0.007 -0.010 -0.010 -0.064 | -| p4415_p | -0.001 0.006 -0.001 0.000 -0.006 -0.000 -0.003 0.004 0.002 0.002 0.000 0.001 -0.000 -0.060 -0.000 0.006 -0.003 0.001 1.000 0.001 0.002 -0.004 -0.007 0.001 | -| phi_s | -0.019 -0.007 -0.043 -0.022 -0.019 -0.033 -0.033 -0.017 -0.021 0.042 -0.096 -0.022 0.002 -0.004 0.001 0.067 -0.026 0.973 0.001 1.000 -0.005 -0.010 -0.008 -0.056 | -| p3770_p | -0.019 0.236 0.001 -0.181 -0.225 0.001 -0.135 0.290 0.038 0.034 -0.006 -0.155 0.035 0.014 0.039 0.109 -0.065 -0.007 0.002 -0.005 1.000 0.163 0.194 0.058 | -| p4040_p | -0.005 0.103 0.001 -0.247 -0.277 0.001 0.021 -0.102 -0.203 -0.019 -0.001 -0.013 0.031 0.029 0.017 0.069 0.309 -0.010 -0.004 -0.010 0.163 1.000 0.248 -0.084 | -| p4160_p | -0.014 0.177 -0.008 -0.536 -0.359 0.001 -0.005 -0.038 -0.141 -0.002 0.000 0.028 0.055 0.054 0.027 0.096 -0.158 -0.010 -0.007 -0.008 0.194 0.248 1.000 -0.042 | -| jpsi_p | -0.060 0.145 -0.031 -0.018 0.257 0.007 -0.089 0.155 -0.018 0.085 -0.005 -0.043 0.077 -0.002 0.052 -0.156 -0.012 -0.064 0.001 -0.056 0.058 -0.084 -0.042 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3700223025522611}), (, {'error': 0.3524490324072391}), (, {'error': 0.36179292963704185}), (, {'error': 0.17577912062679601}), (, {'error': 0.20850352012418466}), (, {'error': 0.21868107516974877}), (, {'error': 0.06284904606831931}), (, {'error': 0.32215323654082084}), (, {'error': 0.03104322923083558}), (, {'error': 0.03363514968951131}), (, {'error': 1.0357668089847465}), (, {'error': 0.22937103743397058}), (, {'error': 0.02893065234709935}), (, {'error': 0.10057430075589323}), (, {'error': 0.020976090568616934}), (, {'error': 0.0848473167640551}), (, {'error': 0.16530534945035136}), (, {'error': 0.8562103468489655}), (, {'error': 0.13545186691257172}), (, {'error': 3.2929756271397608}), (, {'error': 0.09965050418725685}), (, {'error': 0.25860564371210026}), (, {'error': 0.10817491187980366}), (, {'error': 0.024485008635602767})]) -Toy 18/25 -Time taken: 1 h, 33 min -Projected time left: 36 min, 17 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1556 (1556 total) | -| EDM = 8.69E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297210.77283902606 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -3.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.84 | 0.19 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.24 | 0.20 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.14 | 0.24 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.88 | 0.06 | | | -2 | 2 | | -| 7 | Dbar_p | -3.4 | 1.5 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.446 | 0.030 | | | -2 | 2 | | -| 10| omega_s | 6.0 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.92 | 0.31 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.35 | 0.20 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.22 | 0.13 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 0.86 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 3.78 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -2.99 | 0.19 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.64 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.09 | 0.15 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.007 0.054 0.050 0.108 -0.105 0.121 -0.011 0.009 -0.148 0.025 0.016 0.007 0.010 -0.041 -0.227 0.074 -0.207 0.046 -0.194 0.002 0.011 -0.014 0.013 | -| DDstar_p | 0.007 1.000 -0.000 -0.234 0.131 0.002 0.054 -0.709 0.250 -0.049 0.002 0.261 0.067 -0.020 0.544 0.110 -0.185 -0.001 -0.148 -0.009 0.398 0.123 0.067 0.233 | -| rho_s | 0.054 -0.000 1.000 -0.017 -0.087 -0.042 0.329 -0.040 0.029 -0.364 -0.494 0.017 0.013 0.018 -0.011 0.228 -0.028 0.191 -0.005 0.017 0.028 0.016 0.026 0.065 | -| p4040_s | 0.050 -0.234 -0.017 1.000 0.345 -0.002 -0.002 0.419 -0.225 0.004 -0.001 -0.171 -0.039 0.240 -0.231 -0.200 0.076 -0.021 -0.268 -0.033 -0.406 -0.388 -0.590 -0.369 | -| Ctt | 0.108 0.131 -0.087 0.345 1.000 0.003 0.104 0.075 0.135 0.037 0.018 -0.110 0.014 0.181 0.241 -0.640 0.252 -0.034 -0.051 -0.067 -0.168 -0.204 -0.334 -0.300 | -| omega_p | -0.105 0.002 -0.042 -0.002 0.003 1.000 -0.027 -0.004 0.002 0.028 0.411 0.004 -0.001 -0.003 0.006 -0.011 -0.001 -0.020 0.002 0.009 0.004 0.003 0.004 0.000 | -| bplus_1 | 0.121 0.054 0.329 -0.002 0.104 -0.027 1.000 0.001 -0.000 -0.944 -0.153 -0.006 -0.033 -0.088 0.112 -0.001 0.008 0.013 0.049 -0.127 -0.058 0.027 0.006 0.010 | -| Dbar_p | -0.011 -0.709 -0.040 0.419 0.075 -0.004 0.001 1.000 -0.576 0.111 0.011 -0.595 -0.044 0.107 -0.633 -0.374 0.258 -0.017 -0.161 0.008 -0.818 -0.494 -0.578 -0.748 | -| psi2s_p | 0.009 0.250 0.029 -0.225 0.135 0.002 -0.000 -0.576 1.000 -0.074 -0.009 0.218 0.006 -0.052 0.469 0.232 -0.178 0.012 0.148 -0.007 0.517 0.259 0.393 0.545 | -| bplus_0 | -0.148 -0.049 -0.364 0.004 0.037 0.028 -0.944 0.111 -0.074 1.000 0.164 -0.077 -0.013 -0.005 -0.027 -0.208 -0.013 -0.011 -0.058 0.141 -0.059 -0.074 -0.061 -0.157 | -| omega_s | 0.025 0.002 -0.494 -0.001 0.018 0.411 -0.153 0.011 -0.009 0.164 1.000 -0.005 -0.006 -0.009 0.012 -0.066 0.002 -0.112 -0.002 -0.009 -0.008 -0.005 -0.005 -0.025 | -| p3770_s | 0.016 0.261 0.017 -0.171 -0.110 0.004 -0.006 -0.595 0.218 -0.077 -0.005 1.000 0.025 -0.071 0.503 0.291 -0.122 0.008 0.207 -0.015 0.409 0.356 0.449 0.593 | -| DDstar_s | 0.007 0.067 0.013 -0.039 0.014 -0.001 -0.033 -0.044 0.006 -0.013 -0.006 0.025 1.000 -0.000 0.065 0.047 -0.028 -0.000 -0.037 -0.004 0.045 0.007 0.007 0.003 | -| p4415_s | 0.010 -0.020 0.018 0.240 0.181 -0.003 -0.088 0.107 -0.052 -0.005 -0.009 -0.071 -0.000 1.000 -0.132 0.079 0.348 -0.003 -0.221 -0.006 -0.139 -0.084 -0.214 -0.142 | -| Dbar_s | -0.041 0.544 -0.011 -0.231 0.241 0.006 0.112 -0.633 0.469 -0.027 0.012 0.503 0.065 -0.132 1.000 0.158 -0.089 0.017 0.218 0.023 0.439 0.442 0.420 0.493 | -| bplus_2 | -0.227 0.110 0.228 -0.200 -0.640 -0.011 -0.001 -0.374 0.232 -0.208 -0.066 0.291 0.047 0.079 0.158 1.000 -0.192 0.092 0.002 0.133 0.328 0.227 0.294 0.477 | -| p4160_s | 0.074 -0.185 -0.028 0.076 0.252 -0.001 0.008 0.258 -0.178 -0.013 0.002 -0.122 -0.028 0.348 -0.089 -0.192 1.000 -0.025 -0.095 -0.050 -0.212 0.145 -0.226 -0.223 | -| phi_p | -0.207 -0.001 0.191 -0.021 -0.034 -0.020 0.013 -0.017 0.012 -0.011 -0.112 0.008 -0.000 -0.003 0.017 0.092 -0.025 1.000 -0.006 0.508 0.018 0.008 0.019 0.014 | -| p4415_p | 0.046 -0.148 -0.005 -0.268 -0.051 0.002 0.049 -0.161 0.148 -0.058 -0.002 0.207 -0.037 -0.221 0.218 0.002 -0.095 -0.006 1.000 -0.032 0.256 0.340 0.480 0.286 | -| phi_s | -0.194 -0.009 0.017 -0.033 -0.067 0.009 -0.127 0.008 -0.007 0.141 -0.009 -0.015 -0.004 -0.006 0.023 0.133 -0.050 0.508 -0.032 1.000 -0.002 -0.011 0.008 -0.021 | -| p3770_p | 0.002 0.398 0.028 -0.406 -0.168 0.004 -0.058 -0.818 0.517 -0.059 -0.008 0.409 0.045 -0.139 0.439 0.328 -0.212 0.018 0.256 -0.002 1.000 0.527 0.636 0.703 | -| p4040_p | 0.011 0.123 0.016 -0.388 -0.204 0.003 0.027 -0.494 0.259 -0.074 -0.005 0.356 0.007 -0.084 0.442 0.227 0.145 0.008 0.340 -0.011 0.527 1.000 0.530 0.526 | -| p4160_p | -0.014 0.067 0.026 -0.590 -0.334 0.004 0.006 -0.578 0.393 -0.061 -0.005 0.449 0.007 -0.214 0.420 0.294 -0.226 0.019 0.480 0.008 0.636 0.530 1.000 0.672 | -| jpsi_p | 0.013 0.233 0.065 -0.369 -0.300 0.000 0.010 -0.748 0.545 -0.157 -0.025 0.593 0.003 -0.142 0.493 0.477 -0.223 0.014 0.286 -0.021 0.703 0.526 0.672 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.33053967511451443}), (, {'error': 0.6424926470246923}), (, {'error': 0.32999214375393005}), (, {'error': 0.1930559619859284}), (, {'error': 0.19826684081585477}), (, {'error': 0.244940410236274}), (, {'error': 0.06029982848250248}), (, {'error': 1.467928836060306}), (, {'error': 0.04057434432385598}), (, {'error': 0.03030994413733923}), (, {'error': 1.0954775028312151}), (, {'error': 0.3056464595129307}), (, {'error': 0.04782410379502189}), (, {'error': 0.19555553908514411}), (, {'error': 0.13435709182474292}), (, {'error': 0.092951428956767}), (, {'error': 0.16940018498258302}), (, {'error': 0.15512801265178577}), (, {'error': 0.17305094413702893}), (, {'error': 1.0323334675633227}), (, {'error': 0.18530924583996367}), (, {'error': 0.2725033940692614}), (, {'error': 0.15162737927237124}), (, {'error': 0.04611239730858241})]) -Toy 19/25 -Time taken: 1 h, 39 min -Projected time left: 31 min, 30 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1333 (1333 total) | -| EDM = 0.00685 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297351.47936048784 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.14 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.25 | 0.16 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.85 | 0.09 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.06 | 0.17 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.71 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.711 | 0.010 | | | -2 | 2 | | -| 7 | Dbar_p | 2.5 | 6.7 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.406 | 0.006 | | | -2 | 2 | | -| 10| omega_s | 8.5 | 0.5 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.5 | 0.4 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.40 | 0.10 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.002 | 0.441 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.31 | 0.06 | | | -2 | 2 | | -| 16| p4160_s | 2.27 | 0.09 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 5.97 | 0.11 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 4.06 | 0.12 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 17.0 | 0.5 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -3.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 3.49 | 0.27 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.23 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.461 0.114 0.301 0.511 -0.014 -0.491 0.545 0.495 -0.495 0.047 0.515 -0.438 -0.128 0.545 -0.494 0.239 0.124 0.418 -0.019 0.444 0.506 0.499 0.520 | -| DDstar_p | -0.461 1.000 -0.020 -0.457 -0.804 -0.052 0.784 -0.847 -0.760 0.784 0.008 -0.794 0.696 0.190 -0.847 0.800 -0.368 -0.174 -0.639 0.078 -0.686 -0.779 -0.765 -0.798 | -| rho_s | 0.114 -0.020 1.000 0.013 0.023 0.157 -0.018 0.024 0.022 -0.010 -0.108 0.022 -0.021 -0.006 0.024 -0.020 0.010 0.003 0.018 0.007 0.019 0.022 0.022 0.022 | -| p4040_s | 0.301 -0.457 0.013 1.000 0.545 0.034 -0.491 0.552 0.492 -0.492 -0.005 0.533 -0.427 -0.123 0.553 -0.521 0.183 0.114 0.394 -0.053 0.463 0.504 0.464 0.528 | -| Ctt | 0.511 -0.804 0.023 0.545 1.000 0.058 -0.883 0.952 0.875 -0.884 -0.007 0.897 -0.786 -0.190 0.953 -0.886 0.438 0.194 0.728 -0.084 0.776 0.875 0.861 0.900 | -| omega_p | -0.014 -0.052 0.157 0.034 0.058 1.000 -0.056 0.061 0.056 -0.056 0.279 0.058 -0.050 -0.014 0.061 -0.056 0.027 0.017 0.047 -0.006 0.050 0.057 0.056 0.058 | -| bplus_1 | -0.491 0.784 -0.018 -0.491 -0.883 -0.056 1.000 -0.929 -0.838 0.834 0.006 -0.875 0.736 0.244 -0.929 0.870 -0.384 -0.187 -0.707 0.079 -0.763 -0.863 -0.855 -0.880 | -| Dbar_p | 0.545 -0.847 0.024 0.552 0.952 0.061 -0.929 1.000 0.908 -0.929 -0.008 0.946 -0.824 -0.227 0.997 -0.949 0.441 0.207 0.766 -0.091 0.819 0.928 0.916 0.954 | -| psi2s_p | 0.495 -0.760 0.022 0.492 0.875 0.056 -0.838 0.908 1.000 -0.839 -0.008 0.842 -0.743 -0.212 0.908 -0.864 0.388 0.188 0.691 -0.084 0.739 0.835 0.829 0.870 | -| bplus_0 | -0.495 0.784 -0.010 -0.492 -0.884 -0.056 0.834 -0.929 -0.839 1.000 0.005 -0.875 0.738 0.241 -0.930 0.870 -0.384 -0.186 -0.706 0.078 -0.762 -0.863 -0.855 -0.880 | -| omega_s | 0.047 0.008 -0.108 -0.005 -0.007 0.279 0.006 -0.008 -0.008 0.005 1.000 -0.008 0.006 0.002 -0.008 0.004 -0.004 -0.019 -0.007 0.008 -0.007 -0.008 -0.008 -0.010 | -| p3770_s | 0.515 -0.794 0.022 0.533 0.897 0.058 -0.875 0.946 0.842 -0.875 -0.008 1.000 -0.779 -0.213 0.946 -0.894 0.420 0.195 0.725 -0.087 0.754 0.873 0.864 0.904 | -| DDstar_s | -0.438 0.696 -0.021 -0.427 -0.786 -0.050 0.736 -0.824 -0.743 0.738 0.006 -0.779 1.000 0.221 -0.824 0.775 -0.333 -0.167 -0.621 0.072 -0.688 -0.766 -0.761 -0.780 | -| p4415_s | -0.128 0.190 -0.006 -0.123 -0.190 -0.014 0.244 -0.227 -0.212 0.241 0.002 -0.213 0.221 1.000 -0.227 0.206 -0.060 -0.048 -0.190 0.021 -0.187 -0.199 -0.183 -0.221 | -| Dbar_s | 0.545 -0.847 0.024 0.553 0.953 0.061 -0.929 0.997 0.908 -0.930 -0.008 0.946 -0.824 -0.227 1.000 -0.950 0.442 0.207 0.767 -0.091 0.819 0.928 0.916 0.954 | -| bplus_2 | -0.494 0.800 -0.020 -0.521 -0.886 -0.056 0.870 -0.949 -0.864 0.870 0.004 -0.894 0.775 0.206 -0.950 1.000 -0.410 -0.189 -0.716 0.075 -0.775 -0.876 -0.863 -0.903 | -| p4160_s | 0.239 -0.368 0.010 0.183 0.438 0.027 -0.384 0.441 0.388 -0.384 -0.004 0.420 -0.333 -0.060 0.442 -0.410 1.000 0.091 0.297 -0.042 0.369 0.450 0.395 0.418 | -| phi_p | 0.124 -0.174 0.003 0.114 0.194 0.017 -0.187 0.207 0.188 -0.186 -0.019 0.195 -0.167 -0.048 0.207 -0.189 0.091 1.000 0.158 0.203 0.168 0.192 0.189 0.197 | -| p4415_p | 0.418 -0.639 0.018 0.394 0.728 0.047 -0.707 0.766 0.691 -0.706 -0.007 0.725 -0.621 -0.190 0.767 -0.716 0.297 0.158 1.000 -0.071 0.635 0.719 0.718 0.730 | -| phi_s | -0.019 0.078 0.007 -0.053 -0.084 -0.006 0.079 -0.091 -0.084 0.078 0.008 -0.087 0.072 0.021 -0.091 0.075 -0.042 0.203 -0.071 1.000 -0.075 -0.086 -0.084 -0.090 | -| p3770_p | 0.444 -0.686 0.019 0.463 0.776 0.050 -0.763 0.819 0.739 -0.762 -0.007 0.754 -0.688 -0.187 0.819 -0.775 0.369 0.168 0.635 -0.075 1.000 0.766 0.757 0.781 | -| p4040_p | 0.506 -0.779 0.022 0.504 0.875 0.057 -0.863 0.928 0.835 -0.863 -0.008 0.873 -0.766 -0.199 0.928 -0.876 0.450 0.192 0.719 -0.086 0.766 1.000 0.846 0.884 | -| p4160_p | 0.499 -0.765 0.022 0.464 0.861 0.056 -0.855 0.916 0.829 -0.855 -0.008 0.864 -0.761 -0.183 0.916 -0.863 0.395 0.189 0.718 -0.084 0.757 0.846 1.000 0.874 | -| jpsi_p | 0.520 -0.798 0.022 0.528 0.900 0.058 -0.880 0.954 0.870 -0.880 -0.010 0.904 -0.780 -0.221 0.954 -0.903 0.418 0.197 0.730 -0.090 0.781 0.884 0.874 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17993987687262702}), (, {'error': 0.35858301872977183}), (, {'error': 0.1627941632797658}), (, {'error': 0.09313046913380729}), (, {'error': 0.1690424392080465}), (, {'error': 0.11421638051386696}), (, {'error': 0.009874577070380974}), (, {'error': 6.715699816748185}), (, {'error': 0.03765160390058142}), (, {'error': 0.005780999690705224}), (, {'error': 0.5106057869453853}), (, {'error': 0.3566207521044409}), (, {'error': 0.4016607849691288}), (, {'error': 0.09599396336151089}), (, {'error': 0.4407910297940499}), (, {'error': 0.06057935858790686}), (, {'error': 0.08561161066334022}), (, {'error': 0.11337929015683113}), (, {'error': 0.12417277335026178}), (, {'error': 0.471951147383189}), (, {'error': 0.10132667051069677}), (, {'error': 0.2738579371704084}), (, {'error': 0.10803779625058962}), (, {'error': 0.040962389484529904})]) -Toy 20/25 -Time taken: 1 h, 45 min -Projected time left: 26 min, 25 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1413 (1413 total) | -| EDM = 2.87E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297097.9061716018 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.72 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 6.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 1.11 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.07 | 0.38 | | | -1.5 | 1.5 | | -| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.93 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | 4.0 | 1.8 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.464 | 0.025 | | | -2 | 2 | | -| 10| omega_s | 5.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.29 | 0.28 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.19 | 0.51 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.24 | 0.10 | | | -2 | 2 | | -| 16| p4160_s | 2.17 | 0.18 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 6.11 | 0.22 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 3.91 | 0.21 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 19.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -3.00 | 0.22 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 3.54 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.593 | 0.030 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.041 0.159 -0.024 -0.092 0.024 -0.100 0.159 -0.050 -0.099 0.133 -0.057 -0.048 0.030 -0.153 -0.145 -0.019 0.123 -0.041 0.070 0.121 -0.051 -0.005 0.058 | -| DDstar_p | -0.041 1.000 -0.102 0.109 0.319 -0.002 0.188 -0.343 0.011 0.173 0.048 0.057 0.137 -0.012 0.270 -0.189 0.110 -0.012 -0.012 0.033 -0.292 -0.038 -0.256 -0.354 | -| rho_s | 0.159 -0.102 1.000 -0.115 -0.299 0.028 -0.038 0.316 -0.108 -0.375 -0.501 -0.152 -0.073 0.067 -0.318 0.246 -0.145 0.023 -0.171 -0.060 0.253 -0.134 -0.009 0.143 | -| p4040_s | -0.024 0.109 -0.115 1.000 0.489 -0.003 0.219 -0.371 0.150 0.180 0.054 0.267 0.088 0.111 0.420 -0.229 0.180 -0.007 0.007 0.031 -0.385 -0.034 -0.466 -0.222 | -| Ctt | -0.092 0.319 -0.299 0.489 1.000 -0.007 0.560 -0.882 0.428 0.510 0.139 0.388 0.289 -0.014 0.876 -0.700 0.509 -0.024 0.414 0.089 -0.738 0.272 -0.162 -0.461 | -| omega_p | 0.024 -0.002 0.028 -0.003 -0.007 1.000 -0.000 0.008 -0.003 -0.009 -0.128 -0.004 -0.002 0.002 -0.007 0.007 -0.004 -0.004 -0.004 -0.007 0.006 -0.003 -0.000 0.004 | -| bplus_1 | -0.100 0.188 -0.038 0.219 0.560 -0.000 1.000 -0.593 0.206 -0.267 0.013 0.265 0.137 -0.137 0.592 -0.379 0.265 -0.011 0.330 0.027 -0.499 0.247 0.009 -0.232 | -| Dbar_p | 0.159 -0.343 0.316 -0.371 -0.882 0.008 -0.593 1.000 -0.403 -0.550 -0.151 -0.517 -0.326 0.133 -0.911 0.487 -0.453 0.030 -0.508 -0.122 0.741 -0.450 -0.048 0.289 | -| psi2s_p | -0.050 0.011 -0.108 0.150 0.428 -0.003 0.206 -0.403 1.000 0.188 0.050 -0.000 0.098 -0.025 0.292 -0.184 0.124 -0.010 0.173 0.038 -0.223 0.093 0.021 0.030 | -| bplus_0 | -0.099 0.173 -0.375 0.180 0.510 -0.009 -0.267 -0.550 0.188 1.000 0.179 0.244 0.133 -0.125 0.556 -0.387 0.223 -0.033 0.276 0.119 -0.434 0.218 0.014 -0.282 | -| omega_s | 0.133 0.048 -0.501 0.054 0.139 -0.128 0.013 -0.151 0.050 0.179 1.000 0.071 0.035 -0.032 0.151 -0.113 0.067 -0.016 0.080 0.053 -0.122 0.063 0.003 -0.073 | -| p3770_s | -0.057 0.057 -0.152 0.267 0.388 -0.004 0.265 -0.517 -0.000 0.244 0.071 1.000 0.165 -0.048 0.400 -0.185 0.233 -0.011 0.274 0.048 -0.439 0.229 0.072 0.030 | -| DDstar_s | -0.048 0.137 -0.073 0.088 0.289 -0.002 0.137 -0.326 0.098 0.133 0.035 0.165 1.000 -0.051 0.324 -0.096 0.124 -0.009 0.123 0.033 -0.227 0.132 0.008 -0.152 | -| p4415_s | 0.030 -0.012 0.067 0.111 -0.014 0.002 -0.137 0.133 -0.025 -0.125 -0.032 -0.048 -0.051 1.000 -0.104 0.163 0.227 0.007 -0.201 -0.025 0.051 -0.041 -0.095 -0.022 | -| Dbar_s | -0.153 0.270 -0.318 0.420 0.876 -0.007 0.592 -0.911 0.292 0.556 0.151 0.400 0.324 -0.104 1.000 -0.533 0.470 -0.032 0.448 0.118 -0.837 0.322 -0.108 -0.475 | -| bplus_2 | -0.145 -0.189 0.246 -0.229 -0.700 0.007 -0.379 0.487 -0.184 -0.387 -0.113 -0.185 -0.096 0.163 -0.533 1.000 -0.302 -0.010 -0.355 0.007 0.419 -0.186 0.023 0.386 | -| p4160_s | -0.019 0.110 -0.145 0.180 0.509 -0.004 0.265 -0.453 0.124 0.223 0.067 0.233 0.124 0.227 0.470 -0.302 1.000 -0.007 0.109 0.033 -0.383 0.421 -0.135 -0.234 | -| phi_p | 0.123 -0.012 0.023 -0.007 -0.024 -0.004 -0.011 0.030 -0.010 -0.033 -0.016 -0.011 -0.009 0.007 -0.032 -0.010 -0.007 1.000 -0.011 0.610 0.024 -0.010 -0.000 0.006 | -| p4415_p | -0.041 -0.012 -0.171 0.007 0.414 -0.004 0.330 -0.508 0.173 0.276 0.080 0.274 0.123 -0.201 0.448 -0.355 0.109 -0.011 1.000 0.047 -0.306 0.358 0.320 -0.077 | -| phi_s | 0.070 0.033 -0.060 0.031 0.089 -0.007 0.027 -0.122 0.038 0.119 0.053 0.048 0.033 -0.025 0.118 0.007 0.033 0.610 0.047 1.000 -0.098 0.042 0.001 -0.065 | -| p3770_p | 0.121 -0.292 0.253 -0.385 -0.738 0.006 -0.499 0.741 -0.223 -0.434 -0.122 -0.439 -0.227 0.051 -0.837 0.419 -0.383 0.024 -0.306 -0.098 1.000 -0.164 0.200 0.423 | -| p4040_p | -0.051 -0.038 -0.134 -0.034 0.272 -0.003 0.247 -0.450 0.093 0.218 0.063 0.229 0.132 -0.041 0.322 -0.186 0.421 -0.010 0.358 0.042 -0.164 1.000 0.241 0.045 | -| p4160_p | -0.005 -0.256 -0.009 -0.466 -0.162 -0.000 0.009 -0.048 0.021 0.014 0.003 0.072 0.008 -0.095 -0.108 0.023 -0.135 -0.000 0.320 0.001 0.200 0.241 1.000 0.302 | -| jpsi_p | 0.058 -0.354 0.143 -0.222 -0.461 0.004 -0.232 0.289 0.030 -0.282 -0.073 0.030 -0.152 -0.022 -0.475 0.386 -0.234 0.006 -0.077 -0.065 0.423 0.045 0.302 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2905088421546367}), (, {'error': 0.3166980788529905}), (, {'error': 0.33881908073374856}), (, {'error': 0.18475275152697246}), (, {'error': 0.37522751977367286}), (, {'error': 0.14166929701765607}), (, {'error': 0.05095088352535915}), (, {'error': 1.8086380996197189}), (, {'error': 0.03533646950929725}), (, {'error': 0.02450554560222129}), (, {'error': 1.020393789385588}), (, {'error': 0.27556847569327547}), (, {'error': 0.3776386814911288}), (, {'error': 0.19128329321607218}), (, {'error': 0.5093714662009787}), (, {'error': 0.09587399489952575}), (, {'error': 0.18478654366855052}), (, {'error': 0.21788192944364493}), (, {'error': 0.20898754074316273}), (, {'error': 1.08309343153614}), (, {'error': 0.2159971320593974}), (, {'error': 0.18842455448075146}), (, {'error': 0.11314235199620759}), (, {'error': 0.030444392246579355})]) -Toy 21/25 -Time taken: 1 h, 51 min -Projected time left: 21 min, 16 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1392 (1392 total) | -| EDM = 1.92E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297242.19637612614 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | 5.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | 3.1 | 0.7 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.77 | 0.16 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.12 | 0.17 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.15 | 0.26 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.91 | 0.05 | | | -2 | 2 | | -| 7 | Dbar_p | 3.2 | 1.1 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.444 | 0.030 | | | -2 | 2 | | -| 10| omega_s | 6.6 | 1.1 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.68 | 0.25 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 13| p4415_s | 0.95 | 0.18 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.18 | 0.11 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.17 | 0.09 | | | -2 | 2 | | -| 16| p4160_s | 2.08 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -5.44 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -2.17 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 23.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | -2.98 | 0.12 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.61 | 0.24 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.16 | 0.12 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -4.638 | 0.031 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.007 0.045 0.019 0.090 -0.100 -0.123 0.024 -0.010 0.105 0.113 0.004 -0.022 -0.013 0.001 -0.246 0.037 -0.214 0.047 -0.113 -0.013 0.011 0.005 -0.024 | -| DDstar_p | -0.007 1.000 0.030 -0.181 0.269 -0.004 0.069 -0.701 -0.020 -0.077 -0.012 0.082 0.166 -0.013 0.397 0.110 -0.137 -0.004 -0.256 -0.007 0.120 -0.053 -0.240 -0.175 | -| rho_s | 0.045 0.030 1.000 0.040 -0.195 0.038 0.421 -0.063 0.027 -0.453 -0.402 0.023 0.109 0.108 -0.153 0.350 0.011 0.141 -0.096 -0.021 0.029 -0.027 -0.053 0.117 | -| p4040_s | 0.019 -0.181 0.040 1.000 0.156 -0.003 0.049 0.196 -0.027 -0.092 -0.019 0.060 -0.069 0.142 -0.030 0.026 -0.004 0.003 -0.173 -0.024 -0.139 -0.191 -0.389 -0.027 | -| Ctt | 0.090 0.269 -0.195 0.156 1.000 0.014 -0.324 -0.231 0.227 0.402 0.080 0.031 -0.007 0.078 0.495 -0.562 0.126 -0.035 -0.011 -0.004 -0.025 -0.076 -0.171 -0.250 | -| omega_p | -0.100 -0.004 0.038 -0.003 0.014 1.000 -0.031 0.001 0.000 0.033 0.479 0.001 -0.009 -0.008 0.013 -0.029 -0.000 -0.022 0.009 0.009 -0.001 0.005 0.007 -0.007 | -| bplus_1 | -0.123 0.069 0.421 0.049 -0.324 -0.031 1.000 -0.156 0.065 -0.956 -0.184 0.082 0.136 0.141 -0.137 0.574 0.012 0.077 -0.115 -0.044 0.044 0.010 -0.036 0.249 | -| Dbar_p | 0.024 -0.701 -0.063 0.196 -0.231 0.001 -0.156 1.000 -0.314 0.160 0.022 -0.401 -0.129 0.050 -0.393 -0.245 0.111 -0.015 0.027 0.000 -0.468 -0.268 -0.203 -0.361 | -| psi2s_p | -0.010 -0.020 0.027 -0.027 0.227 0.000 0.065 -0.314 1.000 -0.066 -0.010 -0.033 0.000 -0.008 0.151 0.096 -0.053 0.010 0.046 -0.001 0.215 0.055 0.158 0.329 | -| bplus_0 | 0.105 -0.077 -0.453 -0.092 0.402 0.033 -0.956 0.160 -0.066 1.000 0.194 -0.084 -0.214 -0.225 0.285 -0.689 -0.043 -0.074 0.177 0.058 -0.066 0.027 0.092 -0.280 | -| omega_s | 0.113 -0.012 -0.402 -0.019 0.080 0.479 -0.184 0.022 -0.010 0.194 1.000 -0.009 -0.048 -0.048 0.071 -0.146 -0.007 -0.116 0.041 -0.002 -0.013 0.013 0.025 -0.053 | -| p3770_s | 0.004 0.082 0.023 0.060 0.031 0.001 0.082 -0.401 -0.033 -0.084 -0.009 1.000 0.053 -0.002 0.233 0.131 0.011 0.007 0.076 -0.013 0.030 0.139 0.183 0.352 | -| DDstar_s | -0.022 0.166 0.109 -0.069 -0.007 -0.009 0.136 -0.129 0.000 -0.214 -0.048 0.053 1.000 -0.005 0.113 0.183 -0.050 0.017 -0.077 -0.014 0.078 0.013 -0.007 0.004 | -| p4415_s | -0.013 -0.013 0.108 0.142 0.078 -0.008 0.141 0.050 -0.008 -0.225 -0.048 -0.002 -0.005 1.000 -0.067 0.188 0.272 0.016 -0.157 -0.022 -0.072 0.008 -0.057 -0.029 | -| Dbar_s | 0.001 0.397 -0.153 -0.030 0.495 0.013 -0.137 -0.393 0.151 0.285 0.071 0.233 0.113 -0.067 1.000 -0.116 0.031 -0.024 0.095 0.038 -0.043 0.196 0.078 -0.001 | -| bplus_2 | -0.246 0.110 0.350 0.026 -0.562 -0.029 0.574 -0.245 0.096 -0.689 -0.146 0.131 0.183 0.188 -0.116 1.000 -0.037 0.085 -0.211 0.056 0.089 0.013 -0.035 0.331 | -| p4160_s | 0.037 -0.137 0.011 -0.004 0.126 -0.000 0.012 0.111 -0.053 -0.043 -0.007 0.011 -0.050 0.272 0.031 -0.037 1.000 -0.003 -0.136 -0.029 -0.046 0.301 -0.065 -0.021 | -| phi_p | -0.214 -0.004 0.141 0.003 -0.035 -0.022 0.077 -0.015 0.010 -0.074 -0.116 0.007 0.017 0.016 -0.024 0.085 -0.003 1.000 -0.016 0.400 0.013 -0.001 -0.000 0.022 | -| p4415_p | 0.047 -0.256 -0.096 -0.173 -0.011 0.009 -0.115 0.027 0.046 0.177 0.041 0.076 -0.077 -0.157 0.095 -0.211 -0.136 -0.016 1.000 -0.004 0.123 0.215 0.398 0.151 | -| phi_s | -0.113 -0.007 -0.021 -0.024 -0.004 0.009 -0.044 0.000 -0.001 0.058 -0.002 -0.013 -0.014 -0.022 0.038 0.056 -0.029 0.400 -0.004 1.000 -0.001 -0.002 0.011 -0.028 | -| p3770_p | -0.013 0.120 0.029 -0.139 -0.025 -0.001 0.044 -0.468 0.215 -0.066 -0.013 0.030 0.078 -0.072 -0.043 0.089 -0.046 0.013 0.123 -0.001 1.000 0.286 0.324 0.315 | -| p4040_p | 0.011 -0.053 -0.027 -0.191 -0.076 0.005 0.010 -0.268 0.055 0.027 0.013 0.139 0.013 0.008 0.196 0.013 0.301 -0.001 0.215 -0.002 0.286 1.000 0.325 0.277 | -| p4160_p | 0.005 -0.240 -0.053 -0.389 -0.171 0.007 -0.036 -0.203 0.158 0.092 0.025 0.183 -0.007 -0.057 0.078 -0.035 -0.065 -0.000 0.398 0.011 0.324 0.325 1.000 0.387 | -| jpsi_p | -0.024 -0.175 0.117 -0.027 -0.250 -0.007 0.249 -0.361 0.329 -0.280 -0.053 0.352 0.004 -0.029 -0.001 0.331 -0.021 0.022 0.151 -0.028 0.315 0.277 0.387 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3268258455344233}), (, {'error': 0.6544449763567215}), (, {'error': 0.3308546641631199}), (, {'error': 0.16490622808408595}), (, {'error': 0.17397522254079167}), (, {'error': 0.2597697938965404}), (, {'error': 0.049982951952482146}), (, {'error': 1.1272847311158998}), (, {'error': 0.03328319163096349}), (, {'error': 0.030333865529052595}), (, {'error': 1.1149587276103454}), (, {'error': 0.2506185380261883}), (, {'error': 0.09053873298432913}), (, {'error': 0.18136726795306762}), (, {'error': 0.10912208022896658}), (, {'error': 0.08955181662804002}), (, {'error': 0.15641710183577917}), (, {'error': 0.1319878095642273}), (, {'error': 0.223690388455986}), (, {'error': 0.8790800814187048}), (, {'error': 0.1218448862663537}), (, {'error': 0.24096483596720275}), (, {'error': 0.11766828256859796}), (, {'error': 0.03139210675091331})]) -Toy 22/25 -Time taken: 1 h, 58 min -Projected time left: 16 min, 6 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 3.007E+05 | Ncalls=491 (502 total) | -| EDM = 1.62E+07 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 300663.4721942904 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -1.729 | 0.011 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -0.35 | 0.08 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.594 | 0.001 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.718 | 0.001 | | |0.00501244| 2.01499 | | -| 4 | Ctt | 2.728E-1 | 0.023E-1 | | | -1.5 | 1.5 | | -| 5 | omega_p | -2.748 | 0.009 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 1.9 | 3.8 | | | -2 | 2 | | -| 7 | Dbar_p | 2.284 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 0.931 | 0.020 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.870 | 0.006 | | | -2 | 2 | | -| 10| omega_s | 6.965 | 0.004 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.001 | 0.002 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 2.298E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.531 | 0.002 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 1.343E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 1.750 | 0.009 | | | -2 | 2 | | -| 16| p4160_s | 2.393 | 0.003 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 2.45 | 0.13 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | -3.889 | 0.014 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 16.576 | 0.005 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 5.286 | 0.009 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 2.752 | 0.020 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -0.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -2.118 | 0.029 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 0.730 -0.103 0.116 0.209 -0.201 -0.742 -0.701 0.726 0.741 -0.052 -0.005 0.493 -0.161 -0.235 0.728 0.328 -0.712 0.634 -0.051 -0.639 0.673 -0.729 -0.736 | -| DDstar_p | 0.730 1.000 -0.137 0.154 0.277 -0.267 -0.983 -0.928 0.961 0.981 -0.069 -0.007 0.653 -0.213 -0.312 0.964 0.435 -0.942 0.839 -0.067 -0.846 0.891 -0.965 -0.975 | -| rho_s | -0.103 -0.137 1.000 -0.022 -0.039 0.038 0.139 0.131 -0.136 -0.139 0.010 0.001 -0.092 0.030 0.044 -0.136 -0.062 0.133 -0.119 0.009 0.120 -0.126 0.137 0.138 | -| p4040_s | 0.116 0.154 -0.022 1.000 0.044 -0.042 -0.156 -0.148 0.153 0.156 -0.011 -0.001 0.104 -0.034 -0.050 0.153 0.069 -0.150 0.133 -0.011 -0.135 0.142 -0.153 -0.155 | -| Ctt | 0.209 0.277 -0.039 0.044 1.000 -0.076 -0.282 -0.266 0.276 0.281 -0.020 -0.002 0.187 -0.061 -0.089 0.276 0.125 -0.270 0.241 -0.019 -0.242 0.256 -0.277 -0.279 | -| omega_p | -0.201 -0.267 0.038 -0.042 -0.076 1.000 0.271 0.256 -0.265 -0.271 0.019 0.002 -0.180 0.059 0.086 -0.266 -0.120 0.260 -0.232 0.018 0.233 -0.246 0.266 0.269 | -| bplus_1 | -0.742 -0.983 0.139 -0.156 -0.282 0.271 1.000 0.944 -0.978 -0.998 0.070 0.007 -0.664 0.217 0.317 -0.981 -0.442 0.958 -0.854 0.068 0.860 -0.907 0.982 0.992 | -| Dbar_p | -0.701 -0.928 0.131 -0.148 -0.266 0.256 0.944 1.000 -0.923 -0.943 0.066 0.007 -0.627 0.205 0.300 -0.926 -0.418 0.905 -0.806 0.064 0.812 -0.856 0.927 0.936 | -| psi2s_p | 0.726 0.961 -0.136 0.153 0.276 -0.265 -0.978 -0.923 1.000 0.976 -0.069 -0.007 0.649 -0.212 -0.310 0.959 0.432 -0.937 0.835 -0.067 -0.841 0.886 -0.960 -0.969 | -| bplus_0 | 0.741 0.981 -0.139 0.156 0.281 -0.271 -0.998 -0.943 0.976 1.000 -0.070 -0.007 0.663 -0.217 -0.317 0.979 0.441 -0.957 0.853 -0.068 -0.859 0.905 -0.981 -0.990 | -| omega_s | -0.052 -0.069 0.010 -0.011 -0.020 0.019 0.070 0.066 -0.069 -0.070 1.000 0.000 -0.047 0.015 0.022 -0.069 -0.031 0.067 -0.060 0.005 0.060 -0.064 0.069 0.070 | -| p3770_s | -0.005 -0.007 0.001 -0.001 -0.002 0.002 0.007 0.007 -0.007 -0.007 0.000 1.000 -0.005 0.002 0.002 -0.007 -0.003 0.007 -0.006 0.000 0.006 -0.006 0.007 0.007 | -| DDstar_s | 0.493 0.653 -0.092 0.104 0.187 -0.180 -0.664 -0.627 0.649 0.663 -0.047 -0.005 1.000 -0.144 -0.211 0.651 0.294 -0.637 0.567 -0.045 -0.571 0.602 -0.652 -0.659 | -| p4415_s | -0.161 -0.213 0.030 -0.034 -0.061 0.059 0.217 0.205 -0.212 -0.217 0.015 0.002 -0.144 1.000 0.069 -0.213 -0.096 0.208 -0.185 0.015 0.187 -0.197 0.213 0.215 | -| Dbar_s | -0.235 -0.312 0.044 -0.050 -0.089 0.086 0.317 0.300 -0.310 -0.317 0.022 0.002 -0.211 0.069 1.000 -0.311 -0.140 0.304 -0.271 0.022 0.273 -0.288 0.312 0.315 | -| bplus_2 | 0.728 0.964 -0.136 0.153 0.276 -0.266 -0.981 -0.926 0.959 0.979 -0.069 -0.007 0.651 -0.213 -0.311 1.000 0.434 -0.940 0.838 -0.067 -0.844 0.889 -0.963 -0.973 | -| p4160_s | 0.328 0.435 -0.062 0.069 0.125 -0.120 -0.442 -0.418 0.432 0.441 -0.031 -0.003 0.294 -0.096 -0.140 0.434 1.000 -0.424 0.378 -0.030 -0.380 0.401 -0.434 -0.439 | -| phi_p | -0.712 -0.942 0.133 -0.150 -0.270 0.260 0.958 0.905 -0.937 -0.957 0.067 0.007 -0.637 0.208 0.304 -0.940 -0.424 1.000 -0.819 0.065 0.825 -0.869 0.941 0.951 | -| p4415_p | 0.634 0.839 -0.119 0.133 0.241 -0.232 -0.854 -0.806 0.835 0.853 -0.060 -0.006 0.567 -0.185 -0.271 0.838 0.378 -0.819 1.000 -0.058 -0.735 0.775 -0.839 -0.847 | -| phi_s | -0.051 -0.067 0.009 -0.011 -0.019 0.018 0.068 0.064 -0.067 -0.068 0.005 0.000 -0.045 0.015 0.022 -0.067 -0.030 0.065 -0.058 1.000 0.059 -0.062 0.067 0.068 | -| p3770_p | -0.639 -0.846 0.120 -0.135 -0.242 0.233 0.860 0.812 -0.841 -0.859 0.060 0.006 -0.571 0.187 0.273 -0.844 -0.380 0.825 -0.735 0.059 1.000 -0.780 0.845 0.853 | -| p4040_p | 0.673 0.891 -0.126 0.142 0.256 -0.246 -0.907 -0.856 0.886 0.905 -0.064 -0.006 0.602 -0.197 -0.288 0.889 0.401 -0.869 0.775 -0.062 -0.780 1.000 -0.891 -0.899 | -| p4160_p | -0.729 -0.965 0.137 -0.153 -0.277 0.266 0.982 0.927 -0.960 -0.981 0.069 0.007 -0.652 0.213 0.312 -0.963 -0.434 0.941 -0.839 0.067 0.845 -0.891 1.000 0.974 | -| jpsi_p | -0.736 -0.975 0.138 -0.155 -0.279 0.269 0.992 0.936 -0.969 -0.990 0.070 0.007 -0.659 0.215 0.315 -0.973 -0.439 0.951 -0.847 0.068 0.853 -0.899 0.974 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01073227072755989}), (, {'error': 0.07653532513496009}), (, {'error': 0.0013502646386950312}), (, {'error': 0.001496670810316958}), (, {'error': 0.00234290161918127}), (, {'error': 0.009003930681767969}), (, {'error': 3.827654141541122}), (, {'error': 0.025953976486690067}), (, {'error': 0.019649599770497517}), (, {'error': 0.00611535138845376}), (, {'error': 0.004032045203164358}), (, {'error': 0.002303250901351639}), (, {'error': 0.0004011699041925332}), (, {'error': 0.001700259612321009}), (, {'error': 0.0004363091849004519}), (, {'error': 0.008937243163931852}), (, {'error': 0.002508522029253113}), (, {'error': 0.12858741736427604}), (, {'error': 0.014470553878040526}), (, {'error': 0.005451029879342428}), (, {'error': 0.009440124128403227}), (, {'error': 0.019551628217373995}), (, {'error': 0.040056655340364955}), (, {'error': 0.029183882355846347})]) -Toy 23/25 -Time taken: 2 h, 2 min -Projected time left: 10 min, 38 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1439 (1439 total) | -| EDM = 7.8E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297241.9994984952 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.22 | 0.20 | | | -1.5 | 1.5 | | -| 5 | omega_p | -5.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 7 | Dbar_p | 5.17 | 0.28 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.912 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | 0.457 | 0.020 | | | -2 | 2 | | -| 10| omega_s | 7.0 | 2.1 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.49 | 0.19 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 15| bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 16| p4160_s | 2.33 | 0.16 | | | 0.71676 | 3.68324 | | -| 17| phi_p | -0.47 | 0.22 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 4.12 | 0.15 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 15.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.64 | 0.10 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | -2.58 | 0.19 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | -1.612 | 0.026 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.008 0.010 0.006 0.015 -0.017 0.017 -0.000 -0.001 -0.023 0.005 0.002 -0.000 0.000 0.000 0.040 0.009 0.014 0.008 0.017 -0.005 0.003 -0.002 -0.017 | -| DDstar_p | -0.008 1.000 0.075 -0.134 -0.112 0.029 0.410 -0.090 -0.032 0.014 0.017 0.155 0.035 -0.024 0.004 -0.292 -0.080 0.005 -0.039 0.015 0.265 0.058 0.201 0.118 | -| rho_s | 0.010 0.075 1.000 0.012 0.005 0.500 -0.156 0.039 0.004 0.256 0.260 0.021 0.001 0.024 0.000 0.008 0.016 0.012 -0.003 0.053 0.029 0.002 0.001 -0.006 | -| p4040_s | 0.006 -0.134 0.012 1.000 0.353 -0.003 0.008 -0.047 0.035 0.021 -0.009 0.106 0.001 0.154 -0.002 0.086 -0.099 -0.001 -0.250 -0.020 -0.163 -0.232 -0.535 0.002 | -| Ctt | 0.015 -0.112 0.005 0.353 1.000 -0.014 -0.169 -0.272 0.189 0.001 -0.025 -0.174 -0.003 0.200 0.007 0.680 0.210 -0.013 -0.066 -0.056 -0.222 -0.240 -0.411 0.233 | -| omega_p | -0.017 0.029 0.500 -0.003 -0.014 1.000 -0.061 0.012 -0.005 0.096 0.900 -0.001 0.001 0.006 0.000 -0.040 -0.007 -0.064 -0.014 0.015 0.009 -0.008 -0.003 -0.019 | -| bplus_1 | 0.017 0.410 -0.156 0.008 -0.169 -0.061 1.000 0.160 0.031 -0.822 -0.031 0.072 0.002 0.113 -0.002 -0.374 -0.022 -0.002 -0.108 0.014 0.125 -0.011 0.005 0.070 | -| Dbar_p | -0.000 -0.090 0.039 -0.047 -0.272 0.012 0.160 1.000 0.025 0.027 0.003 0.005 0.002 0.028 0.015 -0.064 -0.076 0.003 -0.048 -0.006 0.326 -0.046 0.065 0.251 | -| psi2s_p | -0.001 -0.032 0.004 0.035 0.189 -0.005 0.031 0.025 1.000 -0.006 -0.007 -0.428 0.026 0.021 0.023 -0.001 -0.104 -0.002 -0.115 -0.003 0.027 -0.242 -0.137 -0.016 | -| bplus_0 | -0.023 0.014 0.256 0.021 0.001 0.096 -0.822 0.027 -0.006 1.000 0.048 0.052 0.000 0.022 0.001 0.056 0.046 0.015 0.027 -0.006 0.032 0.026 0.014 -0.070 | -| omega_s | 0.005 0.017 0.260 -0.009 -0.025 0.900 -0.031 0.003 -0.007 0.048 1.000 -0.008 0.001 0.001 0.000 -0.068 -0.017 -0.090 -0.019 0.005 0.005 -0.011 -0.004 -0.014 | -| p3770_s | 0.002 0.155 0.021 0.106 -0.174 -0.001 0.072 0.005 -0.428 0.052 -0.008 1.000 0.026 0.021 0.023 -0.097 0.002 0.000 -0.018 -0.015 -0.206 -0.043 -0.007 -0.031 | -| DDstar_s | -0.000 0.035 0.001 0.001 -0.003 0.001 0.002 0.002 0.026 0.000 0.001 0.026 1.000 -0.001 -0.001 0.002 0.009 0.001 0.034 0.000 0.026 0.030 0.045 0.056 | -| p4415_s | 0.000 -0.024 0.024 0.154 0.200 0.006 0.113 0.028 0.021 0.022 0.001 0.021 -0.001 1.000 -0.001 -0.078 0.323 0.001 -0.157 -0.006 -0.062 0.045 -0.098 -0.017 | -| Dbar_s | 0.000 0.004 0.000 -0.002 0.007 0.000 -0.002 0.015 0.023 0.001 0.000 0.023 -0.001 -0.001 1.000 0.004 0.004 0.000 0.016 -0.000 0.025 0.020 0.025 0.038 | -| bplus_2 | 0.040 -0.292 0.008 0.086 0.680 -0.040 -0.374 -0.064 -0.001 0.056 -0.068 -0.097 0.002 -0.078 0.004 1.000 0.145 -0.012 0.188 -0.124 -0.098 -0.023 -0.062 0.133 | -| p4160_s | 0.009 -0.080 0.016 -0.099 0.210 -0.007 -0.022 -0.076 -0.104 0.046 -0.017 0.002 0.009 0.323 0.004 0.145 1.000 -0.003 -0.136 -0.035 -0.044 0.331 -0.128 -0.043 | -| phi_p | 0.014 0.005 0.012 -0.001 -0.013 -0.064 -0.002 0.003 -0.002 0.015 -0.090 0.000 0.001 0.001 0.000 -0.012 -0.003 1.000 -0.003 0.593 -0.000 -0.001 0.000 -0.015 | -| p4415_p | 0.008 -0.039 -0.003 -0.250 -0.066 -0.014 -0.108 -0.048 -0.115 0.027 -0.019 -0.018 0.034 -0.157 0.016 0.188 -0.136 -0.003 1.000 -0.028 0.072 0.114 0.317 -0.023 | -| phi_s | 0.017 0.015 0.053 -0.020 -0.056 0.015 0.014 -0.006 -0.003 -0.006 0.005 -0.015 0.000 -0.006 -0.000 -0.124 -0.035 0.593 -0.028 1.000 0.004 -0.013 0.002 0.019 | -| p3770_p | -0.005 0.265 0.029 -0.163 -0.222 0.009 0.125 0.326 0.027 0.032 0.005 -0.206 0.026 -0.062 0.025 -0.098 -0.044 -0.000 0.072 0.004 1.000 0.144 0.235 0.064 | -| p4040_p | 0.003 0.058 0.002 -0.232 -0.240 -0.008 -0.011 -0.046 -0.242 0.026 -0.011 -0.043 0.030 0.045 0.020 -0.023 0.331 -0.001 0.114 -0.013 0.144 1.000 0.088 -0.099 | -| p4160_p | -0.002 0.201 0.001 -0.535 -0.411 -0.003 0.005 0.065 -0.137 0.014 -0.004 -0.007 0.045 -0.098 0.025 -0.062 -0.128 0.000 0.317 0.002 0.235 0.088 1.000 -0.022 | -| jpsi_p | -0.017 0.118 -0.006 0.002 0.233 -0.019 0.070 0.251 -0.016 -0.070 -0.014 -0.031 0.056 -0.017 0.038 0.133 -0.043 -0.015 -0.023 0.019 0.064 -0.099 -0.022 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.11385850581920742}), (, {'error': 0.3357931182794047}), (, {'error': 0.37624294458748325}), (, {'error': 0.17449172522915896}), (, {'error': 0.20390572824714603}), (, {'error': 0.562295877068935}), (, {'error': 0.041446384694383664}), (, {'error': 0.28278304955389455}), (, {'error': 0.03139731576884852}), (, {'error': 0.019504214203228676}), (, {'error': 2.1409486355155347}), (, {'error': 0.22725071844089673}), (, {'error': 0.02073373895034933}), (, {'error': 0.18621096481360055}), (, {'error': 0.014865183995579956}), (, {'error': 0.08309634003441269}), (, {'error': 0.16359127090079628}), (, {'error': 0.21550423371641925}), (, {'error': 0.14552285337248527}), (, {'error': 0.9776292230671109}), (, {'error': 0.09905810154603234}), (, {'error': 0.1947988802500782}), (, {'error': 0.09888235778769383}), (, {'error': 0.026033774166208445})]) -Toy 24/25 -Time taken: 2 h, 8 min -Projected time left: 5 min, 21 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1892 (1892 total) | -| EDM = 0.000173 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297160.0518703902 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | DDstar_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | rho_s | 0.91 | 0.30 | | |0.0253049| 2.0747 | | -| 3 | p4040_s | 0.89 | 0.18 | | |0.00501244| 2.01499 | | -| 4 | Ctt | -0.11 | 0.21 | | | -1.5 | 1.5 | | -| 5 | omega_p | 0.56 | 0.21 | | |-6.28319 | 6.28319 | | -| 6 | bplus_1 | 0.819 | 0.025 | | | -2 | 2 | | -| 7 | Dbar_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | bplus_0 | -0.417 | 0.012 | | | -2 | 2 | | -| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 11| p3770_s | 2.47 | 0.22 | | |0.918861 | 4.08114 | | -| 12| DDstar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | | -| 13| p4415_s | 1.41 | 0.16 | | |0.126447 | 2.35355 | | -| 14| Dbar_s | -0.04 | 0.43 | | | -0.3 | 0.3 | | -| 15| bplus_2 | 0.26 | 0.05 | | | -2 | 2 | | -| 16| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 17| phi_p | 5.87 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| p4415_p | 3.86 | 0.14 | | |-6.28319 | 6.28319 | | -| 19| phi_s | 18.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 20| p3770_p | 3.55 | 0.30 | | |-6.28319 | 6.28319 | | -| 21| p4040_p | 3.79 | 0.18 | | |-6.28319 | 6.28319 | | -| 22| p4160_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | | -| 23| jpsi_p | 1.59 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| rho_p | 1.000 -0.015 0.181 -0.051 -0.083 0.010 -0.127 0.113 0.057 -0.118 -0.067 0.067 -0.093 -0.013 0.114 -0.245 -0.038 0.077 0.012 0.058 0.102 0.029 0.079 0.105 | -| DDstar_p | -0.015 1.000 -0.029 -0.016 0.201 -0.018 0.088 -0.178 -0.319 0.088 -0.000 -0.254 0.198 -0.003 -0.228 0.041 0.016 -0.017 -0.270 0.010 -0.203 -0.214 -0.377 -0.418 | -| rho_s | 0.181 -0.029 1.000 -0.174 -0.234 0.339 -0.247 0.280 0.138 -0.292 0.110 0.112 -0.208 -0.018 0.281 -0.081 -0.155 0.032 -0.046 -0.030 0.263 0.031 0.173 0.230 | -| p4040_s | -0.051 -0.016 -0.174 1.000 0.616 -0.068 0.539 -0.628 -0.308 0.529 -0.027 -0.169 0.464 0.165 -0.623 0.199 0.370 -0.033 0.025 0.084 -0.594 -0.153 -0.591 -0.495 | -| Ctt | -0.083 0.201 -0.234 0.616 1.000 -0.093 0.754 -0.835 -0.326 0.743 -0.035 -0.391 0.685 0.202 -0.850 0.047 0.552 -0.050 0.086 0.116 -0.804 -0.232 -0.658 -0.768 | -| omega_p | 0.010 -0.018 0.339 -0.068 -0.093 1.000 -0.101 0.114 0.056 -0.114 -0.547 0.049 -0.086 -0.008 0.114 -0.053 -0.060 0.003 -0.014 -0.018 0.106 0.015 0.073 0.093 | -| bplus_1 | -0.127 0.088 -0.247 0.539 0.754 -0.101 1.000 -0.883 -0.436 0.674 -0.037 -0.374 0.655 0.038 -0.884 0.208 0.476 -0.056 0.149 0.135 -0.831 -0.100 -0.544 -0.734 | -| Dbar_p | 0.113 -0.178 0.280 -0.628 -0.835 0.114 -0.883 1.000 0.505 -0.872 0.043 0.430 -0.798 -0.118 0.976 -0.317 -0.565 0.060 -0.125 -0.148 0.937 0.158 0.667 0.841 | -| psi2s_p | 0.057 -0.319 0.138 -0.308 -0.326 0.056 -0.436 0.505 1.000 -0.431 0.022 0.017 -0.408 -0.040 0.488 -0.151 -0.299 0.031 -0.038 -0.075 0.487 0.011 0.348 0.503 | -| bplus_0 | -0.118 0.088 -0.292 0.529 0.743 -0.114 0.674 -0.872 -0.431 1.000 -0.045 -0.368 0.649 0.041 -0.874 0.199 0.468 -0.062 0.141 0.147 -0.818 -0.101 -0.538 -0.732 | -| omega_s | -0.067 -0.000 0.110 -0.027 -0.035 -0.547 -0.037 0.043 0.022 -0.045 1.000 0.019 -0.032 -0.002 0.044 -0.012 -0.024 0.029 -0.007 -0.021 0.041 0.005 0.027 0.040 | -| p3770_s | 0.067 -0.254 0.112 -0.169 -0.391 0.049 -0.374 0.430 0.017 -0.368 0.019 1.000 -0.316 -0.030 0.403 -0.147 -0.198 0.028 0.013 -0.073 0.342 0.049 0.316 0.428 | -| DDstar_s | -0.093 0.198 -0.208 0.464 0.685 -0.086 0.655 -0.798 -0.408 0.649 -0.032 -0.316 1.000 0.055 -0.801 0.275 0.422 -0.047 0.089 0.114 -0.732 -0.096 -0.500 -0.680 | -| p4415_s | -0.013 -0.003 -0.018 0.165 0.202 -0.008 0.038 -0.118 -0.040 0.041 -0.002 -0.030 0.055 1.000 -0.111 0.134 0.264 -0.005 -0.071 0.011 -0.122 0.016 -0.062 -0.108 | -| Dbar_s | 0.114 -0.228 0.281 -0.623 -0.850 0.114 -0.884 0.976 0.488 -0.874 0.044 0.403 -0.801 -0.111 1.000 -0.331 -0.561 0.060 -0.130 -0.150 0.931 0.136 0.653 0.829 | -| bplus_2 | -0.245 0.041 -0.081 0.199 0.047 -0.053 0.208 -0.317 -0.151 0.199 -0.012 -0.147 0.275 0.134 -0.331 1.000 0.144 -0.046 -0.058 0.121 -0.316 -0.091 -0.258 -0.235 | -| p4160_s | -0.038 0.016 -0.155 0.370 0.552 -0.060 0.476 -0.565 -0.299 0.468 -0.024 -0.198 0.422 0.264 -0.561 0.144 1.000 -0.029 0.008 0.070 -0.528 0.173 -0.408 -0.465 | -| phi_p | 0.077 -0.017 0.032 -0.033 -0.050 0.003 -0.056 0.060 0.031 -0.062 0.029 0.028 -0.047 -0.005 0.060 -0.046 -0.029 1.000 -0.003 0.436 0.055 0.010 0.040 0.050 | -| p4415_p | 0.012 -0.270 -0.046 0.025 0.086 -0.014 0.149 -0.125 -0.038 0.141 -0.007 0.013 0.089 -0.071 -0.130 -0.058 0.008 -0.003 1.000 0.012 -0.094 0.150 0.140 -0.029 | -| phi_s | 0.058 0.010 -0.030 0.084 0.116 -0.018 0.135 -0.148 -0.075 0.147 -0.021 -0.073 0.114 0.011 -0.150 0.121 0.070 0.436 0.012 1.000 -0.140 -0.025 -0.097 -0.135 | -| p3770_p | 0.102 -0.203 0.263 -0.594 -0.804 0.106 -0.831 0.937 0.487 -0.818 0.041 0.342 -0.732 -0.122 0.931 -0.316 -0.528 0.055 -0.094 -0.140 1.000 0.188 0.657 0.790 | -| p4040_p | 0.029 -0.214 0.031 -0.153 -0.232 0.015 -0.100 0.158 0.011 -0.101 0.005 0.049 -0.096 0.016 0.136 -0.091 0.173 0.010 0.150 -0.025 0.188 1.000 0.230 0.177 | -| p4160_p | 0.079 -0.377 0.173 -0.591 -0.658 0.073 -0.544 0.667 0.348 -0.538 0.027 0.316 -0.500 -0.062 0.653 -0.258 -0.408 0.040 0.140 -0.097 0.657 0.230 1.000 0.638 | -| jpsi_p | 0.105 -0.418 0.230 -0.495 -0.768 0.093 -0.734 0.841 0.503 -0.732 0.040 0.428 -0.680 -0.108 0.829 -0.235 -0.465 0.050 -0.029 -0.135 0.790 0.177 0.638 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.38519998672165867}), (, {'error': 0.3536702265592717}), (, {'error': 0.29540734618872605}), (, {'error': 0.1805141651147582}), (, {'error': 0.21207755850082022}), (, {'error': 0.21090856822940207}), (, {'error': 0.02463691098461207}), (, {'error': 7.944444030798266}), (, {'error': 0.03243312917549268}), (, {'error': 0.011849457387637319}), (, {'error': 3.79641838595076}), (, {'error': 0.21850820521136516}), (, {'error': 0.4835517426001681}), (, {'error': 0.16376076062225664}), (, {'error': 0.42869181542860946}), (, {'error': 0.05019066027956387}), (, {'error': 0.17056814757019523}), (, {'error': 0.16066837900685638}), (, {'error': 0.13730987104474135}), (, {'error': 0.894298080035135}), (, {'error': 0.3004989168990111}), (, {'error': 0.1788652673279758}), (, {'error': 0.11420030029997053}), (, {'error': 0.042131005052458814})]) -Toy 25/25 -Time taken: 2 h, 16 min -Projected time left: -21/25 fits converged -Mean Ctt value = -0.4212493083266465 -Mean Ctt error = 0.19741932801157283 -95 Sensitivy = 0.00032738488500934425 -Simulation ended diff --git a/finished fits/ff1data1/slurm-2247886.out b/finished fits/ff1data1/slurm-2247886.out deleted file mode 100644 index 9139cb6..0000000 --- a/finished fits/ff1data1/slurm-2247886.out +++ /dev/null @@ -1,5191 +0,0 @@ -Simulation starting -2019-09-05 21:33:16.919878: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:33:17.261669: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0a:00.0 -2019-09-05 21:33:17.262147: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:33:17.264613: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:33:17.266933: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:33:17.267505: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:33:17.270103: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:33:17.272148: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:33:17.278255: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:33:17.289051: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:33:17.289591: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:33:17.316903: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:33:17.317271: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5595a2d0e310 executing computations on platform Host. Devices: -2019-09-05 21:33:17.317312: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:33:17.321446: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:0a:00.0 -2019-09-05 21:33:17.321579: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:33:17.321608: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:33:17.321633: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:33:17.321656: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:33:17.321680: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:33:17.321703: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:33:17.321727: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:33:17.328564: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:33:17.328753: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:33:17.550911: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:33:17.550963: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:33:17.550978: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:33:17.560183: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0a:00.0, compute capability: 3.7) -2019-09-05 21:33:17.563111: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5595a326a8a0 executing computations on platform CUDA. Devices: -2019-09-05 21:33:17.563174: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:33:19.671165 140286936114944 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:33:19.730845 140286936114944 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:33:20.241051 140286936114944 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:33:45.108499: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:33:53.988098 140286936114944 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316294.1565201 Edm = 49.4006 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316294.1565201 Edm = 49.4006 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299129.4640281 Edm = 175.384 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298332.870598 Edm = 168.51 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298214.2662191 Edm = 5.5221 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298078.7051088 Edm = 63.7391 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 297955.7452032 Edm = 5.89263 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 297947.5185205 Edm = 0.928037 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297924.5075887 Edm = 19.9578 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 297569.0210448 Edm = 1.1041 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 297567.8704796 Edm = 0.0530347 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297567.7349536 Edm = 0.0676658 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297565.9588491 Edm = 1.38158 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297439.8762609 Edm = 19.0662 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297403.0203728 Edm = 7.174 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297393.3925586 Edm = 0.31056 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297393.1937532 Edm = 0.0378342 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297393.1410204 Edm = 0.00943406 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297392.7525255 Edm = 0.361525 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297359.1814732 Edm = 8.0164 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297351.6278988 Edm = 1.18773 NCalls = 71 -VariableMetric: Iteration # 20 - FCN = 297351.1736568 Edm = 0.0438574 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297351.1197508 Edm = 0.0174824 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297351.0184537 Edm = 0.111407 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297333.513185 Edm = 2.63703 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297290.3321542 Edm = 8.32216 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297272.584604 Edm = 4.78154 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297264.8218962 Edm = 1.44577 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297263.7178509 Edm = 0.562497 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297263.0485454 Edm = 0.107173 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297262.9601698 Edm = 0.0156311 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297262.9423371 Edm = 0.0152265 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297262.8105593 Edm = 0.170287 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297253.9949407 Edm = 2.79411 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297241.8792347 Edm = 1.82651 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297239.352579 Edm = 0.483522 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297238.4772364 Edm = 0.216672 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297238.0379399 Edm = 0.0883388 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297237.8908818 Edm = 0.0075479 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297237.8780274 Edm = 0.00186343 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297237.8626572 Edm = 0.0100779 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297237.2194458 Edm = 0.61902 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297229.945857 Edm = 14.3447 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297228.7804028 Edm = 1.45465 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297217.6001887 Edm = 4.48316 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297213.2424804 Edm = 1.13587 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297212.8240271 Edm = 0.236315 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297212.6748167 Edm = 0.0236093 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297212.6472189 Edm = 0.00296414 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297212.6351176 Edm = 0.00808257 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297212.5241689 Edm = 0.0894239 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297207.5233017 Edm = 2.98183 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297201.8603609 Edm = 3.31108 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297199.3765087 Edm = 0.966033 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297198.056087 Edm = 0.610396 NCalls = 171 -VariableMetric: Iteration # 54 - FCN = 297197.4462987 Edm = 0.103284 NCalls = 173 -VariableMetric: Iteration # 55 - FCN = 297197.3461367 Edm = 0.0243691 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297197.3289549 Edm = 0.00160692 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297197.3270461 Edm = 0.000334902 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297197.3229872 Edm = 0.004406 NCalls = 182 -VariableMetric: Iteration # 59 - FCN = 297197.2043286 Edm = 0.112325 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297193.6665758 Edm = 0.303637 NCalls = 192 -VariableMetric: Iteration # 61 - FCN = 297193.3548387 Edm = 0.0213594 NCalls = 194 -VariableMetric: Iteration # 62 - FCN = 297193.3337788 Edm = 0.00193334 NCalls = 196 -VariableMetric: Iteration # 63 - FCN = 297193.3313475 Edm = 0.000136073 NCalls = 198 -VariableMetric: Iteration # 64 - FCN = 297193.3307245 Edm = 0.000482518 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297193.3123725 Edm = 0.0147656 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297191.90778 Edm = 1.09843 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297188.7831795 Edm = 1.61396 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297187.3329567 Edm = 0.465415 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297186.8567345 Edm = 0.099849 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297186.7401848 Edm = 0.0246428 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297186.7038694 Edm = 0.00390629 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297186.7001847 Edm = 0.000681507 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297186.6988804 Edm = 0.000852504 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297186.6881606 Edm = 0.0104184 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297186.3006144 Edm = 0.309549 NCalls = 232 -VariableMetric: Iteration # 76 - FCN = 297183.0274163 Edm = 0.409619 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297182.5439397 Edm = 0.0307712 NCalls = 237 -VariableMetric: Iteration # 78 - FCN = 297182.5042201 Edm = 0.0111447 NCalls = 239 -VariableMetric: Iteration # 79 - FCN = 297182.4933148 Edm = 0.00254152 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297182.4908517 Edm = 0.000338917 NCalls = 242 -VariableMetric: Iteration # 81 - FCN = 297182.4905643 Edm = 0.000204758 NCalls = 243 -VariableMetric: Iteration # 82 - FCN = 297182.4891046 Edm = 0.00137371 NCalls = 246 -VariableMetric: Iteration # 83 - FCN = 297182.343681 Edm = 0.0689538 NCalls = 253 -VariableMetric: Iteration # 84 - FCN = 297181.6592044 Edm = 0.412127 NCalls = 256 -VariableMetric: Iteration # 85 - FCN = 297180.7874704 Edm = 0.070776 NCalls = 258 -VariableMetric: Iteration # 86 - FCN = 297180.716349 Edm = 0.0098 NCalls = 260 -VariableMetric: Iteration # 87 - FCN = 297180.7061251 Edm = 0.000399667 NCalls = 262 -VariableMetric: Iteration # 88 - FCN = 297180.7056412 Edm = 3.737e-05 NCalls = 264 -VariableMetric: After Hessian - FCN = 297180.7056412 Edm = 0.595802 NCalls = 747 -VariableMetric: Iteration # 89 - FCN = 297180.7056412 Edm = 0.595802 NCalls = 747 -VariableMetric: Iteration # 90 - FCN = 297180.3662737 Edm = 0.165984 NCalls = 749 -VariableMetric: Iteration # 91 - FCN = 297180.1929856 Edm = 0.0192535 NCalls = 751 -VariableMetric: Iteration # 92 - FCN = 297180.1827412 Edm = 0.00228797 NCalls = 753 -VariableMetric: Iteration # 93 - FCN = 297180.1793915 Edm = 0.00087111 NCalls = 755 -VariableMetric: Iteration # 94 - FCN = 297180.177465 Edm = 0.000293001 NCalls = 757 -VariableMetric: Iteration # 95 - FCN = 297180.177057 Edm = 2.03234e-05 NCalls = 759 -VariableMetric: After Hessian - FCN = 297180.177057 Edm = 1.96353e-05 NCalls = 1250 -VariableMetric: Iteration # 96 - FCN = 297180.177057 Edm = 1.96353e-05 NCalls = 1250 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 311642.751409 Edm = 16.8661 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 311642.751409 Edm = 16.8661 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303336.428736 Edm = 9.96743 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 303240.0536244 Edm = 296.916 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 303203.4180123 Edm = 14.1708 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 302682.5408727 Edm = 124.226 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302237.3546127 Edm = 100.205 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302111.8240453 Edm = 3.03856 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 302099.4766372 Edm = 11.387 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 302077.4409848 Edm = 18.396 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298740.5654892 Edm = 232.298 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298638.8094439 Edm = 368.276 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298024.9206029 Edm = 89.8469 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297938.0164287 Edm = 130.272 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297829.0444659 Edm = 2.11326 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297826.0990386 Edm = 0.0796912 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297825.9231385 Edm = 0.104581 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297820.3269243 Edm = 6.70675 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297818.7708276 Edm = 1.49319 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297807.3578408 Edm = 9.83192 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297676.6095737 Edm = 28.6381 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297625.5583139 Edm = 19.0806 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297588.2086841 Edm = 4.68197 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297580.602662 Edm = 4.13094 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297570.5316591 Edm = 7.64229 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297568.010091 Edm = 9.35395 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297554.43728 Edm = 10.6396 NCalls = 99 -VariableMetric: Iteration # 26 - FCN = 297537.3002497 Edm = 6.03422 NCalls = 101 -VariableMetric: Iteration # 27 - FCN = 297533.8957149 Edm = 0.402656 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297533.4330858 Edm = 0.0615966 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297532.7613231 Edm = 0.639309 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297462.2492477 Edm = 13.8736 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297406.0040579 Edm = 4.87427 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297393.6759254 Edm = 3.54546 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297391.6762765 Edm = 0.263929 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297391.2457027 Edm = 0.0878339 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297391.0750896 Edm = 0.0593797 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297391.0013481 Edm = 0.0224426 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297390.8798413 Edm = 0.0415995 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297390.2715442 Edm = 0.610976 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297375.5073511 Edm = 7.79403 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297353.0249367 Edm = 4.45025 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297347.6736244 Edm = 1.40541 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297345.6645484 Edm = 1.24274 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297344.0340752 Edm = 1.87077 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297342.6499671 Edm = 0.19161 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297342.3814839 Edm = 0.031195 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297342.3580942 Edm = 0.00718415 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297342.3469822 Edm = 0.00530053 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297341.80407 Edm = 0.485021 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297296.2028286 Edm = 6.31222 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297293.2366719 Edm = 1.67908 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297291.9111501 Edm = 0.100604 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297291.8404271 Edm = 0.0021863 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297291.8354956 Edm = 0.00138851 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297291.8276515 Edm = 0.00374689 NCalls = 184 -VariableMetric: Iteration # 55 - FCN = 297291.7143718 Edm = 0.0708855 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297290.207409 Edm = 1.30428 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297277.2210823 Edm = 1.41395 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297275.8308726 Edm = 0.0731585 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297275.7494792 Edm = 0.0107683 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297275.7355565 Edm = 0.000242404 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297275.735133 Edm = 0.000262224 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297275.7303572 Edm = 0.00489006 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297275.4978449 Edm = 0.00373069 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297274.4147193 Edm = 0.0619355 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297274.3442454 Edm = 0.00962205 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297274.334187 Edm = 9.53968e-05 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297274.3339872 Edm = 0.000102712 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297274.3257447 Edm = 0.00849637 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297274.2809224 Edm = 0.0433241 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297272.5595255 Edm = 0.166496 NCalls = 237 -VariableMetric: Iteration # 71 - FCN = 297272.4184652 Edm = 0.00358126 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297272.4147792 Edm = 0.000256969 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297272.4143479 Edm = 0.000175979 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297272.4103206 Edm = 0.00330437 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297272.2434897 Edm = 0.139845 NCalls = 251 -VariableMetric: Iteration # 76 - FCN = 297271.2579766 Edm = 0.0991946 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297271.1440021 Edm = 0.00083946 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297271.1431502 Edm = 0.000100965 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297271.1429161 Edm = 0.00017911 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297271.1398184 Edm = 0.00237228 NCalls = 265 -VariableMetric: Iteration # 81 - FCN = 297271.0566955 Edm = 0.0815187 NCalls = 269 -VariableMetric: Iteration # 82 - FCN = 297270.3860161 Edm = 0.551105 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 297268.2219241 Edm = 0.657849 NCalls = 279 -VariableMetric: Iteration # 84 - FCN = 297267.7196559 Edm = 0.626945 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 297266.9990382 Edm = 0.498737 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297263.2686595 Edm = 5.44608 NCalls = 289 -VariableMetric: Iteration # 87 - FCN = 297262.98565 Edm = 1.42641 NCalls = 291 -VariableMetric: Iteration # 88 - FCN = 297260.5137279 Edm = 1.12015 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297258.1620966 Edm = 0.607685 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297257.8008384 Edm = 0.346062 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297257.4549231 Edm = 0.0895864 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297257.3774641 Edm = 0.0239559 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297257.3551189 Edm = 0.00694502 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297257.3478861 Edm = 0.00374251 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297257.3433375 Edm = 0.00261022 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297257.3266849 Edm = 0.0110652 NCalls = 313 -VariableMetric: Iteration # 97 - FCN = 297257.1941206 Edm = 0.108257 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297256.0703879 Edm = 0.638897 NCalls = 321 -VariableMetric: Iteration # 99 - FCN = 297250.0624981 Edm = 4.86852 NCalls = 325 -VariableMetric: Iteration # 100 - FCN = 297243.8514711 Edm = 8.43313 NCalls = 329 -VariableMetric: Iteration # 101 - FCN = 297237.7635404 Edm = 2.87524 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297235.6356819 Edm = 2.30668 NCalls = 335 -VariableMetric: Iteration # 103 - FCN = 297234.2766566 Edm = 0.497531 NCalls = 338 -VariableMetric: Iteration # 104 - FCN = 297233.6602562 Edm = 0.111148 NCalls = 340 -VariableMetric: Iteration # 105 - FCN = 297233.5947429 Edm = 0.026572 NCalls = 342 -VariableMetric: Iteration # 106 - FCN = 297233.5738801 Edm = 0.00625062 NCalls = 343 -VariableMetric: Iteration # 107 - FCN = 297233.565894 Edm = 0.00225795 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297233.5631356 Edm = 0.000551088 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297233.5621386 Edm = 0.000685672 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297233.5567639 Edm = 0.00551932 NCalls = 353 -VariableMetric: Iteration # 111 - FCN = 297233.409237 Edm = 0.132552 NCalls = 360 -VariableMetric: Iteration # 112 - FCN = 297231.7239369 Edm = 1.50879 NCalls = 363 -VariableMetric: Iteration # 113 - FCN = 297229.5308642 Edm = 2.9637 NCalls = 368 -VariableMetric: Iteration # 114 - FCN = 297227.7542015 Edm = 0.198503 NCalls = 370 -VariableMetric: Iteration # 115 - FCN = 297227.6162756 Edm = 0.0560321 NCalls = 372 -VariableMetric: Iteration # 116 - FCN = 297227.586945 Edm = 0.00166997 NCalls = 374 -VariableMetric: Iteration # 117 - FCN = 297227.5852087 Edm = 9.66071e-05 NCalls = 376 -VariableMetric: Iteration # 118 - FCN = 297227.5851023 Edm = 0.000127146 NCalls = 378 -VariableMetric: Iteration # 119 - FCN = 297227.5843254 Edm = 0.000696609 NCalls = 381 -VariableMetric: Iteration # 120 - FCN = 297227.5678646 Edm = 0.0142256 NCalls = 385 -VariableMetric: Iteration # 121 - FCN = 297227.2241256 Edm = 0.276404 NCalls = 389 -VariableMetric: Iteration # 122 - FCN = 297225.5092216 Edm = 0.0847399 NCalls = 393 -VariableMetric: Iteration # 123 - FCN = 297225.4176278 Edm = 0.00309308 NCalls = 395 -VariableMetric: Iteration # 124 - FCN = 297225.4152379 Edm = 0.00014519 NCalls = 397 -VariableMetric: Iteration # 125 - FCN = 297225.415087 Edm = 1.36088e-05 NCalls = 399 -VariableMetric: After Hessian - FCN = 297225.415087 Edm = 145.484 NCalls = 884 -VariableMetric: Iteration # 126 - FCN = 297225.415087 Edm = 145.484 NCalls = 884 -VariableMetric: Iteration # 127 - FCN = 297224.8008018 Edm = 4.78874 NCalls = 890 -VariableMetric: Iteration # 128 - FCN = 297224.6600783 Edm = 1.00833 NCalls = 892 -VariableMetric: Iteration # 129 - FCN = 297223.9238617 Edm = 0.74284 NCalls = 895 -VariableMetric: Iteration # 130 - FCN = 297222.9247805 Edm = 1.62535 NCalls = 898 -VariableMetric: Iteration # 131 - FCN = 297222.3681858 Edm = 1.24746 NCalls = 901 -VariableMetric: Iteration # 132 - FCN = 297221.2544227 Edm = 4.61758 NCalls = 904 -VariableMetric: Iteration # 133 - FCN = 297219.8143785 Edm = 4.96725 NCalls = 908 -VariableMetric: Iteration # 134 - FCN = 297212.5807957 Edm = 10.6258 NCalls = 913 -VariableMetric: Iteration # 135 - FCN = 297210.7081089 Edm = 1.93976 NCalls = 917 -VariableMetric: Iteration # 136 - FCN = 297206.9679294 Edm = 3.92755 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297203.859776 Edm = 1.96907 NCalls = 926 -VariableMetric: Iteration # 138 - FCN = 297201.8453874 Edm = 0.447345 NCalls = 927 -VariableMetric: Iteration # 139 - FCN = 297201.524891 Edm = 0.0571592 NCalls = 929 -VariableMetric: Iteration # 140 - FCN = 297201.4387688 Edm = 0.0375193 NCalls = 931 -VariableMetric: Iteration # 141 - FCN = 297201.384313 Edm = 0.00853735 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297201.3702896 Edm = 0.00185954 NCalls = 935 -VariableMetric: Iteration # 143 - FCN = 297201.3667457 Edm = 0.000464332 NCalls = 937 -VariableMetric: Iteration # 144 - FCN = 297201.3658438 Edm = 0.000225015 NCalls = 939 -VariableMetric: Iteration # 145 - FCN = 297201.3647602 Edm = 0.000599905 NCalls = 941 -VariableMetric: Iteration # 146 - FCN = 297201.3605901 Edm = 0.00267999 NCalls = 945 -VariableMetric: Iteration # 147 - FCN = 297201.3593491 Edm = 0.00235109 NCalls = 948 -VariableMetric: Iteration # 148 - FCN = 297201.3524449 Edm = 0.00336695 NCalls = 952 -VariableMetric: Iteration # 149 - FCN = 297201.3472015 Edm = 0.000280778 NCalls = 954 -VariableMetric: Iteration # 150 - FCN = 297201.3467667 Edm = 0.000320587 NCalls = 956 -VariableMetric: Iteration # 151 - FCN = 297201.3465737 Edm = 4.97784e-05 NCalls = 958 -VariableMetric: After Hessian - FCN = 297201.3465737 Edm = 0.00028157 NCalls = 1445 -VariableMetric: Iteration # 152 - FCN = 297201.3465737 Edm = 0.00028157 NCalls = 1445 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 344580.3458634 Edm = 228.283 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 344580.3458634 Edm = 228.283 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305077.9261445 Edm = 10.0623 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304819.1532597 Edm = 8.168 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304811.4421592 Edm = 4.36108 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 302022.6204766 Edm = 134.071 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298891.2939011 Edm = 998.343 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298682.6641852 Edm = 5.45462 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298672.7249252 Edm = 2.51128 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298669.2536445 Edm = 1.45678 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 298547.1320495 Edm = 65.4859 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 298158.9676114 Edm = 166.153 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 298052.1552702 Edm = 7.53823 NCalls = 43 -VariableMetric: Iteration # 12 - FCN = 298045.1073759 Edm = 0.048799 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 298044.529383 Edm = 0.577876 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 298008.2484372 Edm = 28.6078 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297919.9780549 Edm = 3.41874 NCalls = 60 -VariableMetric: Iteration # 16 - FCN = 297916.610818 Edm = 0.0474297 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297916.5445034 Edm = 0.0169876 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297916.4373502 Edm = 0.0640632 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297880.6475952 Edm = 31.7275 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297774.52566 Edm = 61.8511 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297725.4226463 Edm = 16.4577 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297717.8792413 Edm = 3.42141 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297713.6133015 Edm = 0.537714 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297712.9526082 Edm = 0.0870266 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297712.8438091 Edm = 0.0267583 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297712.6341381 Edm = 0.213865 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297687.4950516 Edm = 13.8808 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297658.8292317 Edm = 14.254 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297651.114364 Edm = 1.74468 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297649.2259319 Edm = 0.528432 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297648.8217686 Edm = 0.366669 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297648.6832689 Edm = 0.0206265 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297648.6598761 Edm = 0.00857726 NCalls = 113 -VariableMetric: Iteration # 34 - FCN = 297648.5564212 Edm = 0.0923966 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297621.2233438 Edm = 26.523 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297620.8305887 Edm = 0.562789 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297619.6811071 Edm = 1.8867 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297599.622553 Edm = 17.853 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297553.0414823 Edm = 2.386 NCalls = 138 -VariableMetric: Iteration # 40 - FCN = 297549.6048529 Edm = 0.246204 NCalls = 140 -VariableMetric: Iteration # 41 - FCN = 297549.0461904 Edm = 0.0318944 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297549.0158588 Edm = 0.0160196 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297548.9883064 Edm = 0.0138079 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297548.8489484 Edm = 0.0655795 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297548.4466043 Edm = 0.340387 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297537.9333532 Edm = 4.22324 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297527.0757819 Edm = 6.62112 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297514.7079102 Edm = 6.46858 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297507.8152433 Edm = 1.96788 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297506.2772402 Edm = 0.383156 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297505.5489914 Edm = 0.0588735 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297505.4782927 Edm = 0.016245 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297505.4683514 Edm = 0.00341844 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297505.4413371 Edm = 0.022486 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297504.7794225 Edm = 0.688259 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297500.4041816 Edm = 3.20321 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297485.4121298 Edm = 3.62494 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297481.2276095 Edm = 0.93508 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297480.3201616 Edm = 0.362553 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297479.9769156 Edm = 0.0816617 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297479.8679266 Edm = 0.0120664 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297479.8511431 Edm = 0.0047308 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297479.8317361 Edm = 0.0151119 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297479.5817718 Edm = 0.236847 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297475.4981903 Edm = 2.49094 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297465.5613189 Edm = 1.88514 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297464.5728721 Edm = 0.509132 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297464.1767367 Edm = 0.0256705 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297464.1537048 Edm = 0.00595636 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297464.1461756 Edm = 0.00207691 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297464.1410914 Edm = 0.00287765 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297464.1248545 Edm = 0.0100448 NCalls = 229 -VariableMetric: Iteration # 73 - FCN = 297464.0367117 Edm = 0.0691273 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297462.3879328 Edm = 1.16981 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297457.9190944 Edm = 0.12392 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297457.7495822 Edm = 0.00541871 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297457.7422771 Edm = 0.000628794 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297457.7413997 Edm = 0.000192724 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297457.7405483 Edm = 0.000565736 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297457.7298336 Edm = 0.00963496 NCalls = 250 -VariableMetric: Iteration # 81 - FCN = 297456.7745714 Edm = 0.545751 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297455.1051612 Edm = 0.0717432 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297455.0275594 Edm = 0.00598935 NCalls = 259 -VariableMetric: Iteration # 84 - FCN = 297455.0179987 Edm = 0.00121106 NCalls = 261 -VariableMetric: Iteration # 85 - FCN = 297455.0162553 Edm = 5.37477e-05 NCalls = 263 -VariableMetric: After Hessian - FCN = 297455.0162553 Edm = 304.115 NCalls = 738 -VariableMetric: Iteration # 86 - FCN = 297455.0162553 Edm = 304.115 NCalls = 738 -VariableMetric: Iteration # 87 - FCN = 297451.6151108 Edm = 178.701 NCalls = 744 -VariableMetric: Iteration # 88 - FCN = 297448.9470154 Edm = 4.84614 NCalls = 746 -VariableMetric: Iteration # 89 - FCN = 297448.1515499 Edm = 2.18015 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297445.4268667 Edm = 0.790198 NCalls = 751 -VariableMetric: Iteration # 91 - FCN = 297444.6287565 Edm = 0.312484 NCalls = 752 -VariableMetric: Iteration # 92 - FCN = 297443.7250692 Edm = 0.179755 NCalls = 754 -VariableMetric: Iteration # 93 - FCN = 297443.5029482 Edm = 0.0905466 NCalls = 756 -VariableMetric: Iteration # 94 - FCN = 297443.3299033 Edm = 0.0208353 NCalls = 758 -VariableMetric: Iteration # 95 - FCN = 297443.2673969 Edm = 0.0183118 NCalls = 760 -VariableMetric: Iteration # 96 - FCN = 297443.2150499 Edm = 0.015294 NCalls = 762 -VariableMetric: Iteration # 97 - FCN = 297443.172705 Edm = 0.0162144 NCalls = 764 -VariableMetric: Iteration # 98 - FCN = 297443.1176343 Edm = 0.0306222 NCalls = 767 -VariableMetric: Iteration # 99 - FCN = 297442.9741734 Edm = 0.0440538 NCalls = 769 -VariableMetric: Iteration # 100 - FCN = 297442.8521393 Edm = 0.028622 NCalls = 771 -VariableMetric: Iteration # 101 - FCN = 297442.7888275 Edm = 0.0181056 NCalls = 773 -VariableMetric: Iteration # 102 - FCN = 297442.73504 Edm = 0.0179902 NCalls = 775 -VariableMetric: Iteration # 103 - FCN = 297442.6695264 Edm = 0.015963 NCalls = 777 -VariableMetric: Iteration # 104 - FCN = 297442.6274385 Edm = 0.00779624 NCalls = 779 -VariableMetric: Iteration # 105 - FCN = 297442.6065746 Edm = 0.00356306 NCalls = 781 -VariableMetric: Iteration # 106 - FCN = 297442.5983595 Edm = 0.00135075 NCalls = 783 -VariableMetric: Iteration # 107 - FCN = 297442.5945061 Edm = 0.00135379 NCalls = 785 -VariableMetric: Iteration # 108 - FCN = 297442.5905008 Edm = 0.000363963 NCalls = 787 -VariableMetric: Iteration # 109 - FCN = 297442.5898007 Edm = 4.84283e-05 NCalls = 789 -VariableMetric: After Hessian - FCN = 297442.5898007 Edm = 0.000151854 NCalls = 1276 -VariableMetric: Iteration # 110 - FCN = 297442.5898007 Edm = 0.000151854 NCalls = 1276 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317911.8122981 Edm = 7130.24 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317911.8122981 Edm = 7130.24 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310950.6145466 Edm = 7666.28 NCalls = 2 -VariableMetric: Iteration # 2 - FCN = 302109.8959311 Edm = 6.44565e+07 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 301487.3462379 Edm = 5.0454e+07 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 301487.3462379 Edm = 5.0454e+07 NCalls = 28 -VariableMetric: After Hessian - FCN = 301487.3462379 Edm = 476144 NCalls = 529 -VariableMetric: Iteration # 5 - FCN = 301487.3462379 Edm = 476144 NCalls = 529 -VariableMetric: Iteration # 6 - FCN = 301260.260059 Edm = 2.82398e+06 NCalls = 537 -VariableMetric: Iteration # 7 - FCN = 297935.0085946 Edm = 54.4844 NCalls = 544 -VariableMetric: Iteration # 8 - FCN = 297928.8532453 Edm = 62.6923 NCalls = 550 -VariableMetric: Iteration # 9 - FCN = 297824.0365452 Edm = 17.9019 NCalls = 555 -VariableMetric: Iteration # 10 - FCN = 297791.0485637 Edm = 33.5998 NCalls = 558 -VariableMetric: Iteration # 11 - FCN = 297777.3866137 Edm = 35.5487 NCalls = 560 -VariableMetric: Iteration # 12 - FCN = 297634.4302946 Edm = 43.2246 NCalls = 564 -VariableMetric: Iteration # 13 - FCN = 297558.4826552 Edm = 7.99588 NCalls = 567 -VariableMetric: Iteration # 14 - FCN = 297550.4296123 Edm = 2.15329 NCalls = 568 -VariableMetric: Iteration # 15 - FCN = 297513.0124985 Edm = 7.16472 NCalls = 573 -VariableMetric: Iteration # 16 - FCN = 297501.9454152 Edm = 1.69779 NCalls = 575 -VariableMetric: Iteration # 17 - FCN = 297498.8148527 Edm = 1.89533 NCalls = 577 -VariableMetric: Iteration # 18 - FCN = 297492.9146798 Edm = 1.00143 NCalls = 581 -VariableMetric: Iteration # 19 - FCN = 297490.0623674 Edm = 1.39646 NCalls = 583 -VariableMetric: Iteration # 20 - FCN = 297482.8855182 Edm = 4.46058 NCalls = 585 -VariableMetric: Iteration # 21 - FCN = 297475.6857488 Edm = 4.15169 NCalls = 587 -VariableMetric: Iteration # 22 - FCN = 297465.0917889 Edm = 3.22985 NCalls = 591 -VariableMetric: Iteration # 23 - FCN = 297459.1582352 Edm = 4.6484 NCalls = 593 -VariableMetric: Iteration # 24 - FCN = 297451.5175948 Edm = 8.14304 NCalls = 596 -VariableMetric: Iteration # 25 - FCN = 297412.956034 Edm = 9.58311 NCalls = 601 -VariableMetric: Iteration # 26 - FCN = 297401.891142 Edm = 2.16865 NCalls = 603 -VariableMetric: Iteration # 27 - FCN = 297394.4110961 Edm = 1.45989 NCalls = 606 -VariableMetric: Iteration # 28 - FCN = 297392.7750792 Edm = 1.96459 NCalls = 608 -VariableMetric: Iteration # 29 - FCN = 297390.8559079 Edm = 0.476666 NCalls = 610 -VariableMetric: Iteration # 30 - FCN = 297389.0785981 Edm = 1.00794 NCalls = 612 -VariableMetric: Iteration # 31 - FCN = 297386.7698845 Edm = 1.60982 NCalls = 614 -VariableMetric: Iteration # 32 - FCN = 297380.9012015 Edm = 2.65971 NCalls = 619 -VariableMetric: Iteration # 33 - FCN = 297375.2129341 Edm = 6.6288 NCalls = 624 -VariableMetric: Iteration # 34 - FCN = 297371.4539359 Edm = 0.799184 NCalls = 626 -VariableMetric: Iteration # 35 - FCN = 297370.2211466 Edm = 1.86276 NCalls = 629 -VariableMetric: Iteration # 36 - FCN = 297368.3990941 Edm = 1.54096 NCalls = 631 -VariableMetric: Iteration # 37 - FCN = 297364.399408 Edm = 3.04651 NCalls = 637 -VariableMetric: Iteration # 38 - FCN = 297363.1288216 Edm = 3.09755 NCalls = 640 -VariableMetric: Iteration # 39 - FCN = 297358.9029414 Edm = 1.54411 NCalls = 643 -VariableMetric: Iteration # 40 - FCN = 297356.8398108 Edm = 0.397124 NCalls = 646 -VariableMetric: Iteration # 41 - FCN = 297356.3241339 Edm = 0.24055 NCalls = 648 -VariableMetric: Iteration # 42 - FCN = 297354.7207514 Edm = 0.725502 NCalls = 652 -VariableMetric: Iteration # 43 - FCN = 297353.273014 Edm = 0.430156 NCalls = 654 -VariableMetric: Iteration # 44 - FCN = 297352.660083 Edm = 0.163742 NCalls = 656 -VariableMetric: Iteration # 45 - FCN = 297352.0070518 Edm = 0.418151 NCalls = 658 -VariableMetric: Iteration # 46 - FCN = 297342.1463422 Edm = 7.88079 NCalls = 662 -VariableMetric: Iteration # 47 - FCN = 297320.1816308 Edm = 1.87356 NCalls = 665 -VariableMetric: Iteration # 48 - FCN = 297317.8633157 Edm = 0.2227 NCalls = 667 -VariableMetric: Iteration # 49 - FCN = 297316.8132716 Edm = 0.511088 NCalls = 671 -VariableMetric: Iteration # 50 - FCN = 297310.8544442 Edm = 6.3195 NCalls = 674 -VariableMetric: Iteration # 51 - FCN = 297298.1255757 Edm = 7.67855 NCalls = 680 -VariableMetric: Iteration # 52 - FCN = 297283.4991779 Edm = 4.31303 NCalls = 683 -VariableMetric: Iteration # 53 - FCN = 297280.8232025 Edm = 1.21337 NCalls = 685 -VariableMetric: Iteration # 54 - FCN = 297280.0540161 Edm = 0.120853 NCalls = 687 -VariableMetric: Iteration # 55 - FCN = 297279.7074516 Edm = 0.093338 NCalls = 689 -VariableMetric: Iteration # 56 - FCN = 297279.3843888 Edm = 0.166971 NCalls = 691 -VariableMetric: Iteration # 57 - FCN = 297274.8877887 Edm = 2.24014 NCalls = 695 -VariableMetric: Iteration # 58 - FCN = 297272.6443427 Edm = 0.152445 NCalls = 698 -VariableMetric: Iteration # 59 - FCN = 297272.4855908 Edm = 0.0251093 NCalls = 699 -VariableMetric: Iteration # 60 - FCN = 297272.3698624 Edm = 0.0947287 NCalls = 702 -VariableMetric: Iteration # 61 - FCN = 297267.8131045 Edm = 1.44559 NCalls = 707 -VariableMetric: Iteration # 62 - FCN = 297265.6679488 Edm = 0.0671008 NCalls = 709 -VariableMetric: Iteration # 63 - FCN = 297265.5918833 Edm = 0.0115924 NCalls = 711 -VariableMetric: Iteration # 64 - FCN = 297265.5600311 Edm = 0.0284005 NCalls = 713 -VariableMetric: Iteration # 65 - FCN = 297265.1651636 Edm = 0.394919 NCalls = 718 -VariableMetric: Iteration # 66 - FCN = 297258.6489868 Edm = 0.802024 NCalls = 726 -VariableMetric: Iteration # 67 - FCN = 297257.7116675 Edm = 0.0781925 NCalls = 728 -VariableMetric: Iteration # 68 - FCN = 297257.620279 Edm = 0.0654491 NCalls = 730 -VariableMetric: Iteration # 69 - FCN = 297257.1960526 Edm = 0.450908 NCalls = 733 -VariableMetric: Iteration # 70 - FCN = 297254.2625848 Edm = 3.60636 NCalls = 739 -VariableMetric: Iteration # 71 - FCN = 297254.1826394 Edm = 0.117277 NCalls = 741 -VariableMetric: Iteration # 72 - FCN = 297253.1013073 Edm = 1.15926 NCalls = 745 -VariableMetric: Iteration # 73 - FCN = 297252.7184465 Edm = 0.270543 NCalls = 748 -VariableMetric: Iteration # 74 - FCN = 297245.6631781 Edm = 2.7855 NCalls = 753 -VariableMetric: Iteration # 75 - FCN = 297243.0175404 Edm = 0.871482 NCalls = 756 -VariableMetric: Iteration # 76 - FCN = 297242.1091539 Edm = 0.10086 NCalls = 758 -VariableMetric: Iteration # 77 - FCN = 297242.045253 Edm = 0.0213012 NCalls = 760 -VariableMetric: Iteration # 78 - FCN = 297242.0293775 Edm = 0.0055556 NCalls = 762 -VariableMetric: Iteration # 79 - FCN = 297242.0232226 Edm = 0.00260979 NCalls = 764 -VariableMetric: Iteration # 80 - FCN = 297242.0075463 Edm = 0.0176236 NCalls = 767 -VariableMetric: Iteration # 81 - FCN = 297241.8910873 Edm = 0.0998933 NCalls = 772 -VariableMetric: Iteration # 82 - FCN = 297240.5266548 Edm = 0.422256 NCalls = 776 -VariableMetric: Iteration # 83 - FCN = 297239.824973 Edm = 0.0140397 NCalls = 778 -VariableMetric: Iteration # 84 - FCN = 297239.8079403 Edm = 0.00211663 NCalls = 780 -VariableMetric: Iteration # 85 - FCN = 297239.8046336 Edm = 0.00229682 NCalls = 782 -VariableMetric: Iteration # 86 - FCN = 297239.7853287 Edm = 0.014296 NCalls = 786 -VariableMetric: Iteration # 87 - FCN = 297239.0104743 Edm = 0.607183 NCalls = 791 -VariableMetric: Iteration # 88 - FCN = 297236.7826044 Edm = 0.812531 NCalls = 794 -VariableMetric: Iteration # 89 - FCN = 297236.0672741 Edm = 0.130151 NCalls = 796 -VariableMetric: Iteration # 90 - FCN = 297235.8986962 Edm = 0.032712 NCalls = 798 -VariableMetric: Iteration # 91 - FCN = 297235.867765 Edm = 0.00262008 NCalls = 799 -VariableMetric: Iteration # 92 - FCN = 297235.8642736 Edm = 0.000764643 NCalls = 801 -VariableMetric: Iteration # 93 - FCN = 297235.8603214 Edm = 0.00182738 NCalls = 803 -VariableMetric: Iteration # 94 - FCN = 297235.8201442 Edm = 0.0340079 NCalls = 807 -VariableMetric: Iteration # 95 - FCN = 297235.2760661 Edm = 0.296663 NCalls = 811 -VariableMetric: Iteration # 96 - FCN = 297234.2205568 Edm = 0.089773 NCalls = 813 -VariableMetric: Iteration # 97 - FCN = 297234.1248076 Edm = 0.00786906 NCalls = 815 -VariableMetric: Iteration # 98 - FCN = 297234.1170665 Edm = 0.00123237 NCalls = 817 -VariableMetric: Iteration # 99 - FCN = 297234.1158368 Edm = 0.0001199 NCalls = 819 -VariableMetric: Iteration # 100 - FCN = 297234.1154787 Edm = 0.000228803 NCalls = 821 -VariableMetric: Iteration # 101 - FCN = 297234.1002028 Edm = 0.0155114 NCalls = 826 -VariableMetric: Iteration # 102 - FCN = 297233.8181262 Edm = 0.0757703 NCalls = 833 -VariableMetric: Iteration # 103 - FCN = 297233.6024316 Edm = 0.00975101 NCalls = 835 -VariableMetric: Iteration # 104 - FCN = 297233.5924395 Edm = 0.000185641 NCalls = 837 -VariableMetric: Iteration # 105 - FCN = 297233.5922465 Edm = 2.65709e-05 NCalls = 838 -VariableMetric: After Hessian - FCN = 297233.5922465 Edm = 0.279167 NCalls = 1373 -VariableMetric: Iteration # 106 - FCN = 297233.5922465 Edm = 0.279167 NCalls = 1373 -VariableMetric: Iteration # 107 - FCN = 297233.1800006 Edm = 0.121554 NCalls = 1376 -VariableMetric: Iteration # 108 - FCN = 297233.1139967 Edm = 0.0413702 NCalls = 1378 -VariableMetric: Iteration # 109 - FCN = 297233.0890729 Edm = 0.013663 NCalls = 1380 -VariableMetric: Iteration # 110 - FCN = 297233.0821531 Edm = 0.00189769 NCalls = 1382 -VariableMetric: Iteration # 111 - FCN = 297233.0792275 Edm = 0.000252653 NCalls = 1384 -VariableMetric: Iteration # 112 - FCN = 297233.0789382 Edm = 2.93204e-05 NCalls = 1386 -VariableMetric: After Hessian - FCN = 297233.0789382 Edm = 3.96008e-05 NCalls = 1925 -VariableMetric: Iteration # 113 - FCN = 297233.0789382 Edm = 3.96008e-05 NCalls = 1925 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301860.5796915 Edm = 10.636 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301860.5796915 Edm = 10.636 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299964.1776267 Edm = 3.39405 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299950.1832457 Edm = 42.371 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299712.1872041 Edm = 184.135 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297914.6014212 Edm = 127.073 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297626.2959512 Edm = 5.36242 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297621.3913828 Edm = 0.0833707 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297621.2352345 Edm = 0.204315 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297585.3680437 Edm = 1.79844 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297583.1616486 Edm = 0.0654678 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297580.4387314 Edm = 2.60981 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297483.0411271 Edm = 11.9198 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297464.878383 Edm = 3.5161 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297460.8281661 Edm = 0.261731 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297460.2912091 Edm = 0.0871333 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297459.208428 Edm = 0.867031 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297441.8341729 Edm = 5.80159 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297431.2351387 Edm = 0.277809 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297430.765468 Edm = 0.0790384 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297430.5956804 Edm = 0.015105 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297430.5507681 Edm = 0.032009 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297429.7101379 Edm = 0.775488 NCalls = 76 -VariableMetric: Iteration # 22 - FCN = 297407.7416602 Edm = 16.6463 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297391.0769861 Edm = 3.23933 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297386.600695 Edm = 0.114286 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297386.4172653 Edm = 0.0107026 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297386.3990361 Edm = 0.00384944 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297386.3256164 Edm = 0.055839 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297385.1186761 Edm = 1.18134 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297373.4341523 Edm = 2.41128 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297371.5926171 Edm = 1.33059 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297370.7419597 Edm = 0.213671 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297370.2932509 Edm = 0.238192 NCalls = 111 -VariableMetric: Iteration # 33 - FCN = 297369.8208296 Edm = 0.639201 NCalls = 115 -VariableMetric: Iteration # 34 - FCN = 297368.9850716 Edm = 0.442582 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297368.5283644 Edm = 0.13342 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297368.3176265 Edm = 0.065255 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297368.250366 Edm = 0.0479672 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297368.2120963 Edm = 0.00702534 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297368.2001174 Edm = 0.00698551 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297368.0470534 Edm = 0.113802 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297364.4920743 Edm = 2.99351 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297358.6737767 Edm = 1.30887 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297357.1461365 Edm = 0.0336231 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297357.1105391 Edm = 0.000525973 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297357.1093378 Edm = 0.000464611 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297357.1065731 Edm = 0.00210832 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297357.0174613 Edm = 0.0858081 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297353.4931741 Edm = 2.84198 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297351.5518257 Edm = 0.501347 NCalls = 162 -VariableMetric: Iteration # 50 - FCN = 297350.9525848 Edm = 0.346183 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297350.701132 Edm = 0.133172 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297350.3902414 Edm = 0.0276574 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297350.3631246 Edm = 0.000975096 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297350.3611012 Edm = 0.000937564 NCalls = 171 -VariableMetric: Iteration # 55 - FCN = 297350.3571908 Edm = 0.00383513 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297350.3061358 Edm = 0.049117 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297344.8997591 Edm = 4.99458 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297344.8108127 Edm = 0.649915 NCalls = 191 -VariableMetric: Iteration # 59 - FCN = 297344.5086673 Edm = 2.50824 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297342.395484 Edm = 2.39346 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297340.9462923 Edm = 0.99477 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297338.5489338 Edm = 1.36838 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297336.9802461 Edm = 0.509396 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297336.2528259 Edm = 0.124144 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297336.0924883 Edm = 0.0766895 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297335.9657422 Edm = 0.053071 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297335.8878656 Edm = 0.0330651 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297335.8501773 Edm = 0.013288 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297335.8290668 Edm = 0.00724993 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297335.8128271 Edm = 0.0106544 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297335.8028498 Edm = 0.00867743 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297335.7889529 Edm = 0.00597515 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297335.7143904 Edm = 0.0351404 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297335.7107188 Edm = 0.0511739 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297335.6668219 Edm = 0.0341809 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297335.642087 Edm = 0.00802724 NCalls = 246 -VariableMetric: Iteration # 77 - FCN = 297335.6308947 Edm = 0.00320563 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297335.6264161 Edm = 0.000526974 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297335.6258021 Edm = 0.000184903 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297335.6253997 Edm = 0.000261793 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297335.618062 Edm = 0.00720872 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297335.5704724 Edm = 0.0427014 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297333.0122533 Edm = 2.4081 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297332.8972897 Edm = 0.180105 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297332.6926163 Edm = 0.224983 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297332.0416229 Edm = 0.101663 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297331.8369184 Edm = 0.100751 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297331.4770203 Edm = 0.222701 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297331.3015288 Edm = 0.303575 NCalls = 290 -VariableMetric: Iteration # 90 - FCN = 297331.1347268 Edm = 0.0922825 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297330.9429319 Edm = 0.0748108 NCalls = 295 -VariableMetric: Iteration # 92 - FCN = 297330.712774 Edm = 0.0774633 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297330.62329 Edm = 0.0544617 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297330.5866143 Edm = 0.00277114 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297330.5824895 Edm = 0.000398703 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297330.5812409 Edm = 0.00085674 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297330.5415205 Edm = 0.0394348 NCalls = 312 -VariableMetric: Iteration # 98 - FCN = 297328.9129213 Edm = 0.567208 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297327.9608408 Edm = 0.0960712 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297327.8447348 Edm = 0.00733562 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297327.8375051 Edm = 0.000232171 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297327.8367278 Edm = 0.000499426 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297327.813881 Edm = 0.019225 NCalls = 329 -VariableMetric: Iteration # 104 - FCN = 297327.3056695 Edm = 0.335719 NCalls = 333 -VariableMetric: Iteration # 105 - FCN = 297326.922622 Edm = 0.0213307 NCalls = 335 -VariableMetric: Iteration # 106 - FCN = 297326.8992363 Edm = 0.000443431 NCalls = 337 -VariableMetric: Iteration # 107 - FCN = 297326.898735 Edm = 2.29778e-05 NCalls = 339 -VariableMetric: After Hessian - FCN = 297326.898735 Edm = 10.9696 NCalls = 816 -VariableMetric: Iteration # 108 - FCN = 297326.898735 Edm = 10.9696 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 297326.5142744 Edm = 25.2893 NCalls = 819 -VariableMetric: Iteration # 110 - FCN = 297324.6135041 Edm = 1.2624 NCalls = 821 -VariableMetric: Iteration # 111 - FCN = 297324.2578274 Edm = 7.38129 NCalls = 823 -VariableMetric: Iteration # 112 - FCN = 297323.1371668 Edm = 1.73539 NCalls = 826 -VariableMetric: Iteration # 113 - FCN = 297321.7407669 Edm = 2.22905 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297320.7298942 Edm = 1.96189 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297316.3621649 Edm = 4.84396 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297315.7806029 Edm = 1.65788 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297315.2262074 Edm = 0.797279 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 297314.8571428 Edm = 0.210104 NCalls = 848 -VariableMetric: Iteration # 119 - FCN = 297314.6752093 Edm = 0.129379 NCalls = 851 -VariableMetric: Iteration # 120 - FCN = 297314.51002 Edm = 0.107753 NCalls = 853 -VariableMetric: Iteration # 121 - FCN = 297314.3124178 Edm = 0.135372 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297314.2265495 Edm = 0.096696 NCalls = 859 -VariableMetric: Iteration # 123 - FCN = 297314.1124704 Edm = 0.0691973 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297314.0505349 Edm = 0.0532832 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297313.9975612 Edm = 0.0330542 NCalls = 867 -VariableMetric: Iteration # 126 - FCN = 297313.9336364 Edm = 0.0424957 NCalls = 870 -VariableMetric: Iteration # 127 - FCN = 297313.8303964 Edm = 0.0530749 NCalls = 873 -VariableMetric: Iteration # 128 - FCN = 297313.7799761 Edm = 0.0440099 NCalls = 876 -VariableMetric: Iteration # 129 - FCN = 297313.7288108 Edm = 0.0446212 NCalls = 878 -VariableMetric: Iteration # 130 - FCN = 297313.6893244 Edm = 0.0368848 NCalls = 881 -VariableMetric: Iteration # 131 - FCN = 297313.5886584 Edm = 0.0508633 NCalls = 885 -VariableMetric: Iteration # 132 - FCN = 297313.5555405 Edm = 0.0199593 NCalls = 887 -VariableMetric: Iteration # 133 - FCN = 297313.5237068 Edm = 0.0100607 NCalls = 889 -VariableMetric: Iteration # 134 - FCN = 297313.5058256 Edm = 0.0120926 NCalls = 891 -VariableMetric: Iteration # 135 - FCN = 297313.4516371 Edm = 0.0357692 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297313.4347073 Edm = 0.0223189 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297313.4041008 Edm = 0.00947503 NCalls = 901 -VariableMetric: Iteration # 138 - FCN = 297313.3932009 Edm = 0.0050313 NCalls = 903 -VariableMetric: Iteration # 139 - FCN = 297313.3863429 Edm = 0.0024804 NCalls = 906 -VariableMetric: Iteration # 140 - FCN = 297313.3834123 Edm = 0.0012277 NCalls = 908 -VariableMetric: Iteration # 141 - FCN = 297313.3820364 Edm = 0.000326633 NCalls = 910 -VariableMetric: Iteration # 142 - FCN = 297313.3811802 Edm = 0.000192701 NCalls = 912 -VariableMetric: Iteration # 143 - FCN = 297313.3798046 Edm = 0.000906389 NCalls = 915 -VariableMetric: Iteration # 144 - FCN = 297313.3746267 Edm = 0.00156326 NCalls = 919 -VariableMetric: Iteration # 145 - FCN = 297313.3720262 Edm = 0.000763776 NCalls = 922 -VariableMetric: Iteration # 146 - FCN = 297313.3712651 Edm = 0.000760488 NCalls = 925 -VariableMetric: Iteration # 147 - FCN = 297313.3701929 Edm = 0.000460004 NCalls = 927 -VariableMetric: Iteration # 148 - FCN = 297313.3692289 Edm = 0.000474625 NCalls = 930 -VariableMetric: Iteration # 149 - FCN = 297313.3685881 Edm = 0.00045686 NCalls = 932 -VariableMetric: Iteration # 150 - FCN = 297313.3678711 Edm = 0.000322042 NCalls = 936 -VariableMetric: Iteration # 151 - FCN = 297313.366894 Edm = 0.000405612 NCalls = 939 -VariableMetric: Iteration # 152 - FCN = 297313.3659047 Edm = 0.00172939 NCalls = 942 -VariableMetric: Iteration # 153 - FCN = 297313.3647974 Edm = 0.00072217 NCalls = 944 -VariableMetric: Iteration # 154 - FCN = 297313.3639286 Edm = 0.000796616 NCalls = 947 -VariableMetric: Iteration # 155 - FCN = 297313.3629116 Edm = 0.000307203 NCalls = 949 -VariableMetric: Iteration # 156 - FCN = 297313.3623165 Edm = 0.000179037 NCalls = 951 -VariableMetric: Iteration # 157 - FCN = 297313.3620491 Edm = 0.000212979 NCalls = 954 -VariableMetric: Iteration # 158 - FCN = 297313.3618739 Edm = 8.55073e-05 NCalls = 956 -VariableMetric: Iteration # 159 - FCN = 297313.3615457 Edm = 0.00017205 NCalls = 959 -VariableMetric: Iteration # 160 - FCN = 297313.3607273 Edm = 0.000203965 NCalls = 963 -VariableMetric: Iteration # 161 - FCN = 297313.3603483 Edm = 0.000158171 NCalls = 965 -VariableMetric: Iteration # 162 - FCN = 297313.3602667 Edm = 4.35935e-05 NCalls = 967 -VariableMetric: After Hessian - FCN = 297313.3602667 Edm = 0.00111515 NCalls = 1454 -VariableMetric: Iteration # 163 - FCN = 297313.3602667 Edm = 0.00111515 NCalls = 1454 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328215.6474801 Edm = 42.3597 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328215.6474801 Edm = 42.3597 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300322.4158054 Edm = 1.37124 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300232.7117348 Edm = 1.81447 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 300229.9707752 Edm = 2.21547 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299633.569523 Edm = 330.239 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298042.9605275 Edm = 191.385 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 297747.9175653 Edm = 116.98 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297729.7373268 Edm = 2.81266 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 297728.9594391 Edm = 0.185048 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 297728.6000788 Edm = 0.218284 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297710.3871901 Edm = 4.22372 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297703.5753462 Edm = 0.0861232 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297703.3388478 Edm = 0.146623 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297679.3649638 Edm = 15.2595 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297618.0775584 Edm = 3.51654 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297615.1663824 Edm = 0.802551 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297613.2657654 Edm = 0.217286 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297612.9303502 Edm = 0.0276993 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297612.8607405 Edm = 0.0253415 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297612.3559466 Edm = 0.469864 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297586.7633313 Edm = 20.0027 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297537.5336068 Edm = 50.673 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297468.856441 Edm = 14.8024 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297460.1533388 Edm = 1.28929 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297458.0955461 Edm = 0.262866 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297457.8270597 Edm = 0.0149863 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297457.8050363 Edm = 0.00600648 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297457.645143 Edm = 0.2026 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297456.424745 Edm = 1.08088 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297432.6582464 Edm = 10.4858 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297419.1180666 Edm = 2.8698 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297415.4557219 Edm = 2.42236 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297410.1444487 Edm = 4.28251 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297407.0814359 Edm = 4.81852 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297400.0122416 Edm = 2.58236 NCalls = 121 -VariableMetric: Iteration # 35 - FCN = 297395.1973445 Edm = 0.720036 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297393.7971026 Edm = 0.289236 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297393.5579688 Edm = 0.555714 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 297393.0261361 Edm = 0.111119 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297392.822814 Edm = 0.154989 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297392.7048109 Edm = 0.036556 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297392.6415981 Edm = 0.00773777 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297392.628194 Edm = 0.00443474 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297392.610762 Edm = 0.0152687 NCalls = 144 -VariableMetric: Iteration # 44 - FCN = 297392.3384345 Edm = 0.23627 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 297389.965575 Edm = 2.78791 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297379.7614119 Edm = 1.99367 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297377.6878819 Edm = 0.806293 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297370.2631933 Edm = 5.35729 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297365.7272204 Edm = 11.0009 NCalls = 172 -VariableMetric: Iteration # 50 - FCN = 297363.3565723 Edm = 1.14296 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297362.0389573 Edm = 0.580479 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297361.3990872 Edm = 0.162049 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297360.9544253 Edm = 0.44507 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297360.1810011 Edm = 2.08952 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297358.7696017 Edm = 2.1963 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297356.2724891 Edm = 9.66804 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297354.3495055 Edm = 2.90549 NCalls = 203 -VariableMetric: Iteration # 58 - FCN = 297351.0278497 Edm = 2.8476 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297348.0415995 Edm = 1.36313 NCalls = 209 -VariableMetric: Iteration # 60 - FCN = 297345.6690624 Edm = 1.00505 NCalls = 211 -VariableMetric: Iteration # 61 - FCN = 297344.5317382 Edm = 0.132871 NCalls = 213 -VariableMetric: Iteration # 62 - FCN = 297344.1802507 Edm = 0.231351 NCalls = 215 -VariableMetric: Iteration # 63 - FCN = 297343.9340636 Edm = 0.244828 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297343.6531485 Edm = 0.0390242 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297343.591745 Edm = 0.00953222 NCalls = 222 -VariableMetric: Iteration # 66 - FCN = 297343.5806414 Edm = 0.00546725 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297343.5739683 Edm = 0.00259435 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297343.5104303 Edm = 0.0608129 NCalls = 230 -VariableMetric: Iteration # 69 - FCN = 297339.3917061 Edm = 3.88176 NCalls = 236 -VariableMetric: Iteration # 70 - FCN = 297334.466876 Edm = 14.6474 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297324.5144743 Edm = 6.35074 NCalls = 242 -VariableMetric: Iteration # 72 - FCN = 297322.4364042 Edm = 3.09982 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297319.2083022 Edm = 5.03698 NCalls = 247 -VariableMetric: Iteration # 74 - FCN = 297315.8810797 Edm = 2.59983 NCalls = 252 -VariableMetric: Iteration # 75 - FCN = 297314.7107352 Edm = 0.622607 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297314.36177 Edm = 0.129803 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297314.3032339 Edm = 0.0234358 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297314.2560015 Edm = 0.0126277 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297314.2406033 Edm = 0.00269573 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297314.2383244 Edm = 0.000793883 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297314.2078815 Edm = 0.0293694 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297308.8722113 Edm = 3.14776 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297304.9184375 Edm = 1.49771 NCalls = 277 -VariableMetric: Iteration # 84 - FCN = 297303.9524321 Edm = 0.464742 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297303.5860968 Edm = 0.125476 NCalls = 281 -VariableMetric: Iteration # 86 - FCN = 297303.3438149 Edm = 0.183565 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 297303.0398652 Edm = 0.241515 NCalls = 289 -VariableMetric: Iteration # 88 - FCN = 297302.8818866 Edm = 0.0733635 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297302.8225584 Edm = 0.0386364 NCalls = 293 -VariableMetric: Iteration # 90 - FCN = 297302.7480029 Edm = 0.0373475 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297302.643605 Edm = 0.0906383 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297302.5891074 Edm = 0.0416291 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297302.5270149 Edm = 0.0135858 NCalls = 303 -VariableMetric: Iteration # 94 - FCN = 297302.4971415 Edm = 0.00895331 NCalls = 306 -VariableMetric: Iteration # 95 - FCN = 297302.4894985 Edm = 0.00695961 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297302.4791378 Edm = 0.00287407 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297302.4621617 Edm = 0.0185048 NCalls = 316 -VariableMetric: Iteration # 98 - FCN = 297302.332465 Edm = 0.92343 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297302.3281571 Edm = 0.0426199 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297301.9455656 Edm = 0.304937 NCalls = 335 -VariableMetric: Iteration # 101 - FCN = 297301.1388972 Edm = 2.82174 NCalls = 340 -VariableMetric: Iteration # 102 - FCN = 297299.8226396 Edm = 1.08851 NCalls = 343 -VariableMetric: Iteration # 103 - FCN = 297299.2623884 Edm = 0.27966 NCalls = 345 -VariableMetric: Iteration # 104 - FCN = 297299.026341 Edm = 0.0178929 NCalls = 347 -VariableMetric: Iteration # 105 - FCN = 297299.0092085 Edm = 0.00117044 NCalls = 348 -VariableMetric: Iteration # 106 - FCN = 297299.0067837 Edm = 0.00123999 NCalls = 350 -VariableMetric: Iteration # 107 - FCN = 297298.9728466 Edm = 0.0372225 NCalls = 354 -VariableMetric: Iteration # 108 - FCN = 297296.9311398 Edm = 0.196472 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 297290.6817989 Edm = 0.499407 NCalls = 365 -VariableMetric: Iteration # 110 - FCN = 297289.8405387 Edm = 0.384971 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297289.6720041 Edm = 0.231559 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297289.3549931 Edm = 0.139094 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297289.1690681 Edm = 0.0487587 NCalls = 375 -VariableMetric: Iteration # 114 - FCN = 297289.1129092 Edm = 0.0135429 NCalls = 377 -VariableMetric: Iteration # 115 - FCN = 297289.0837137 Edm = 0.0149787 NCalls = 379 -VariableMetric: Iteration # 116 - FCN = 297289.0609487 Edm = 0.00500949 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297289.0560723 Edm = 0.00101622 NCalls = 382 -VariableMetric: Iteration # 118 - FCN = 297289.0549576 Edm = 0.000287422 NCalls = 384 -VariableMetric: Iteration # 119 - FCN = 297289.0536844 Edm = 0.000787604 NCalls = 386 -VariableMetric: Iteration # 120 - FCN = 297289.0427767 Edm = 0.00915735 NCalls = 389 -VariableMetric: Iteration # 121 - FCN = 297288.8623823 Edm = 0.193018 NCalls = 393 -VariableMetric: Iteration # 122 - FCN = 297287.4139713 Edm = 1.2851 NCalls = 399 -VariableMetric: Iteration # 123 - FCN = 297286.1855224 Edm = 1.05581 NCalls = 401 -VariableMetric: Iteration # 124 - FCN = 297284.9779706 Edm = 0.0629914 NCalls = 404 -VariableMetric: Iteration # 125 - FCN = 297284.9086975 Edm = 0.0055425 NCalls = 406 -VariableMetric: Iteration # 126 - FCN = 297284.9000307 Edm = 0.00542532 NCalls = 408 -VariableMetric: Iteration # 127 - FCN = 297284.8877415 Edm = 0.00128255 NCalls = 410 -VariableMetric: Iteration # 128 - FCN = 297284.886109 Edm = 4.59044e-05 NCalls = 412 -VariableMetric: After Hessian - FCN = 297284.886109 Edm = 3526.88 NCalls = 891 -VariableMetric: Iteration # 129 - FCN = 297284.886109 Edm = 3526.88 NCalls = 891 -VariableMetric: Iteration # 130 - FCN = 297284.4428823 Edm = 2962.13 NCalls = 897 -VariableMetric: Iteration # 131 - FCN = 297284.0367331 Edm = 1.68562 NCalls = 899 -VariableMetric: Iteration # 132 - FCN = 297283.1886197 Edm = 1.17404 NCalls = 900 -VariableMetric: Iteration # 133 - FCN = 297281.089894 Edm = 0.396608 NCalls = 904 -VariableMetric: Iteration # 134 - FCN = 297280.354734 Edm = 0.033668 NCalls = 907 -VariableMetric: Iteration # 135 - FCN = 297280.2861524 Edm = 0.00446885 NCalls = 909 -VariableMetric: Iteration # 136 - FCN = 297280.2670695 Edm = 0.00680491 NCalls = 911 -VariableMetric: Iteration # 137 - FCN = 297280.2441473 Edm = 0.0074223 NCalls = 914 -VariableMetric: Iteration # 138 - FCN = 297280.2226162 Edm = 0.0113258 NCalls = 917 -VariableMetric: Iteration # 139 - FCN = 297280.2015039 Edm = 0.0133918 NCalls = 919 -VariableMetric: Iteration # 140 - FCN = 297280.1859676 Edm = 0.0137489 NCalls = 922 -VariableMetric: Iteration # 141 - FCN = 297280.1685893 Edm = 0.0140329 NCalls = 924 -VariableMetric: Iteration # 142 - FCN = 297280.1046287 Edm = 0.0253075 NCalls = 929 -VariableMetric: Iteration # 143 - FCN = 297280.0799897 Edm = 0.0165651 NCalls = 930 -VariableMetric: Iteration # 144 - FCN = 297280.0644156 Edm = 0.00590593 NCalls = 933 -VariableMetric: Iteration # 145 - FCN = 297280.0416373 Edm = 0.0130259 NCalls = 937 -VariableMetric: Iteration # 146 - FCN = 297280.0113135 Edm = 0.0119812 NCalls = 939 -VariableMetric: Iteration # 147 - FCN = 297280.0006302 Edm = 0.00466887 NCalls = 940 -VariableMetric: Iteration # 148 - FCN = 297279.9847554 Edm = 0.0127321 NCalls = 942 -VariableMetric: Iteration # 149 - FCN = 297279.9550595 Edm = 0.0133233 NCalls = 945 -VariableMetric: Iteration # 150 - FCN = 297279.9330996 Edm = 0.00641707 NCalls = 947 -VariableMetric: Iteration # 151 - FCN = 297279.9216037 Edm = 0.0103319 NCalls = 950 -VariableMetric: Iteration # 152 - FCN = 297279.9016118 Edm = 0.0151882 NCalls = 952 -VariableMetric: Iteration # 153 - FCN = 297279.8672834 Edm = 0.0185265 NCalls = 958 -VariableMetric: Iteration # 154 - FCN = 297279.8405787 Edm = 0.0111995 NCalls = 960 -VariableMetric: Iteration # 155 - FCN = 297279.8208861 Edm = 0.0182326 NCalls = 963 -VariableMetric: Iteration # 156 - FCN = 297279.804564 Edm = 0.0138101 NCalls = 966 -VariableMetric: Iteration # 157 - FCN = 297279.7750616 Edm = 0.0078004 NCalls = 969 -VariableMetric: Iteration # 158 - FCN = 297279.7493612 Edm = 0.0159648 NCalls = 972 -VariableMetric: Iteration # 159 - FCN = 297279.7271599 Edm = 0.0134767 NCalls = 974 -VariableMetric: Iteration # 160 - FCN = 297279.7114536 Edm = 0.00332628 NCalls = 977 -VariableMetric: Iteration # 161 - FCN = 297279.7050687 Edm = 0.00148549 NCalls = 979 -VariableMetric: Iteration # 162 - FCN = 297279.7003597 Edm = 0.00438714 NCalls = 981 -VariableMetric: Iteration # 163 - FCN = 297279.6952978 Edm = 0.00324749 NCalls = 983 -VariableMetric: Iteration # 164 - FCN = 297279.6870442 Edm = 0.00147807 NCalls = 985 -VariableMetric: Iteration # 165 - FCN = 297279.683153 Edm = 0.00268835 NCalls = 987 -VariableMetric: Iteration # 166 - FCN = 297279.6800183 Edm = 0.00489588 NCalls = 989 -VariableMetric: Iteration # 167 - FCN = 297279.6725801 Edm = 0.00182101 NCalls = 992 -VariableMetric: Iteration # 168 - FCN = 297279.6691612 Edm = 0.00163094 NCalls = 995 -VariableMetric: Iteration # 169 - FCN = 297279.6620985 Edm = 0.004359 NCalls = 998 -VariableMetric: Iteration # 170 - FCN = 297279.6501372 Edm = 0.00185632 NCalls = 1000 -VariableMetric: Iteration # 171 - FCN = 297279.6468813 Edm = 0.00197637 NCalls = 1002 -VariableMetric: Iteration # 172 - FCN = 297279.6393045 Edm = 0.00345029 NCalls = 1006 -VariableMetric: Iteration # 173 - FCN = 297279.6344407 Edm = 0.00141383 NCalls = 1008 -VariableMetric: Iteration # 174 - FCN = 297279.6327274 Edm = 0.000622245 NCalls = 1010 -VariableMetric: Iteration # 175 - FCN = 297279.630862 Edm = 0.00110237 NCalls = 1012 -VariableMetric: Iteration # 176 - FCN = 297279.6284992 Edm = 0.00104102 NCalls = 1014 -VariableMetric: Iteration # 177 - FCN = 297279.627368 Edm = 0.000349942 NCalls = 1016 -VariableMetric: Iteration # 178 - FCN = 297279.6267816 Edm = 0.000225504 NCalls = 1018 -VariableMetric: Iteration # 179 - FCN = 297279.6259465 Edm = 0.000258243 NCalls = 1020 -VariableMetric: Iteration # 180 - FCN = 297279.6248363 Edm = 0.000220713 NCalls = 1022 -VariableMetric: Iteration # 181 - FCN = 297279.6242763 Edm = 0.000178055 NCalls = 1024 -VariableMetric: Iteration # 182 - FCN = 297279.6227105 Edm = 0.000400653 NCalls = 1027 -VariableMetric: Iteration # 183 - FCN = 297279.6220101 Edm = 0.000169273 NCalls = 1029 -VariableMetric: Iteration # 184 - FCN = 297279.621425 Edm = 0.000397088 NCalls = 1031 -VariableMetric: Iteration # 185 - FCN = 297279.6190949 Edm = 0.000888051 NCalls = 1035 -VariableMetric: Iteration # 186 - FCN = 297279.6172473 Edm = 0.000307415 NCalls = 1037 -VariableMetric: Iteration # 187 - FCN = 297279.6164083 Edm = 0.00055396 NCalls = 1039 -VariableMetric: Iteration # 188 - FCN = 297279.6151432 Edm = 0.000769105 NCalls = 1043 -VariableMetric: Iteration # 189 - FCN = 297279.6144691 Edm = 0.000232832 NCalls = 1045 -VariableMetric: Iteration # 190 - FCN = 297279.6141316 Edm = 9.14026e-05 NCalls = 1047 -VariableMetric: Iteration # 191 - FCN = 297279.6138887 Edm = 0.000133842 NCalls = 1049 -VariableMetric: Iteration # 192 - FCN = 297279.6129357 Edm = 0.000426524 NCalls = 1052 -VariableMetric: Iteration # 193 - FCN = 297279.6114656 Edm = 0.000613855 NCalls = 1054 -VariableMetric: Iteration # 194 - FCN = 297279.6109747 Edm = 0.000352383 NCalls = 1056 -VariableMetric: Iteration # 195 - FCN = 297279.6104553 Edm = 0.000295871 NCalls = 1058 -VariableMetric: Iteration # 196 - FCN = 297279.6099209 Edm = 0.000298273 NCalls = 1061 -VariableMetric: Iteration # 197 - FCN = 297279.6090914 Edm = 0.000137892 NCalls = 1064 -VariableMetric: Iteration # 198 - FCN = 297279.6088705 Edm = 0.000107098 NCalls = 1066 -VariableMetric: Iteration # 199 - FCN = 297279.6087814 Edm = 7.23974e-05 NCalls = 1068 -VariableMetric: Iteration # 200 - FCN = 297279.6085407 Edm = 0.000120078 NCalls = 1071 -VariableMetric: Iteration # 201 - FCN = 297279.6083022 Edm = 4.51101e-05 NCalls = 1073 -VariableMetric: After Hessian - FCN = 297279.6083022 Edm = 0.0250687 NCalls = 1562 -VariableMetric: Iteration # 202 - FCN = 297279.6083022 Edm = 0.0250687 NCalls = 1562 -VariableMetric: Iteration # 203 - FCN = 297279.6078851 Edm = 0.0273838 NCalls = 1564 -VariableMetric: Iteration # 204 - FCN = 297279.6064718 Edm = 0.000470188 NCalls = 1566 -VariableMetric: Iteration # 205 - FCN = 297279.605235 Edm = 0.00060724 NCalls = 1569 -VariableMetric: Iteration # 206 - FCN = 297279.6045097 Edm = 0.000209409 NCalls = 1572 -VariableMetric: Iteration # 207 - FCN = 297279.6037729 Edm = 0.000114741 NCalls = 1574 -VariableMetric: Iteration # 208 - FCN = 297279.6033374 Edm = 8.89246e-05 NCalls = 1576 -VariableMetric: Iteration # 209 - FCN = 297279.6030874 Edm = 0.000115019 NCalls = 1578 -VariableMetric: Iteration # 210 - FCN = 297279.6029803 Edm = 5.31258e-05 NCalls = 1580 -VariableMetric: After Hessian - FCN = 297279.6029803 Edm = 0.000584222 NCalls = 2071 -VariableMetric: Iteration # 211 - FCN = 297279.6029803 Edm = 0.000584222 NCalls = 2071 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334157.5867554 Edm = 903.654 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334157.5867554 Edm = 903.654 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307834.9049947 Edm = 2092.67 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 305780.0264054 Edm = 403.63 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 303353.8917396 Edm = 3.19743 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303351.0798077 Edm = 2.56484 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 303323.971578 Edm = 30.4406 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302908.5564665 Edm = 241.618 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 301647.5115978 Edm = 355.324 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 301425.9184925 Edm = 26.1974 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 301410.0734706 Edm = 2.53549 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 301407.2720831 Edm = 0.80908 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 300268.9151769 Edm = 587.436 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 300180.1536888 Edm = 498.978 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 300099.0076923 Edm = 0.917208 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 300094.9312253 Edm = 4.47475 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 299461.9450663 Edm = 298.773 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 299133.6210491 Edm = 14.7937 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 299111.5002996 Edm = 1.8164 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 298303.5189992 Edm = 93.9369 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 298259.0879201 Edm = 199.677 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 298215.851415 Edm = 1.60687 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 298214.0168646 Edm = 0.202496 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 298213.4535468 Edm = 0.132242 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 298201.2309379 Edm = 8.82904 NCalls = 89 -VariableMetric: Iteration # 24 - FCN = 298102.3428828 Edm = 150.137 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297843.230558 Edm = 22.5142 NCalls = 98 -VariableMetric: Iteration # 26 - FCN = 297815.4340605 Edm = 6.31556 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297800.2517239 Edm = 1.60448 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297798.2055728 Edm = 0.191036 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297798.0468692 Edm = 0.0606675 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297797.7516118 Edm = 0.433812 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297794.7641306 Edm = 2.78279 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297665.8225358 Edm = 6.43822 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297661.1690029 Edm = 1.2605 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297660.297757 Edm = 0.130283 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297659.9493625 Edm = 0.0248832 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297659.8988717 Edm = 0.0217497 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297658.1085917 Edm = 1.83843 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297657.08838 Edm = 0.919711 NCalls = 138 -VariableMetric: Iteration # 39 - FCN = 297597.2416358 Edm = 11.9498 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297585.0200127 Edm = 0.729563 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297583.8306709 Edm = 0.101591 NCalls = 148 -VariableMetric: Iteration # 42 - FCN = 297583.7422848 Edm = 0.0184653 NCalls = 150 -VariableMetric: Iteration # 43 - FCN = 297583.7154108 Edm = 0.00803856 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297583.594445 Edm = 0.0933657 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297577.8321666 Edm = 2.73775 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297566.1988125 Edm = 3.8715 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297561.0793498 Edm = 0.336509 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297560.7120923 Edm = 0.148126 NCalls = 169 -VariableMetric: Iteration # 49 - FCN = 297560.5015889 Edm = 0.0591359 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297560.3782896 Edm = 0.0243895 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297560.3579143 Edm = 0.00382132 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297560.3525222 Edm = 0.00146256 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297560.3015447 Edm = 0.0470622 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297551.9844338 Edm = 5.45832 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297546.3266956 Edm = 4.72763 NCalls = 190 -VariableMetric: Iteration # 56 - FCN = 297543.1728354 Edm = 0.2145 NCalls = 192 -VariableMetric: Iteration # 57 - FCN = 297542.8900511 Edm = 0.0362188 NCalls = 194 -VariableMetric: Iteration # 58 - FCN = 297542.8416728 Edm = 0.00153752 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297542.8392243 Edm = 0.000393457 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297542.8301684 Edm = 0.00866291 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297542.2672173 Edm = 0.181552 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297537.7781829 Edm = 1.72745 NCalls = 213 -VariableMetric: Iteration # 63 - FCN = 297535.5508882 Edm = 1.16291 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297534.9115495 Edm = 0.0778394 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297534.5276689 Edm = 0.348935 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297533.7463195 Edm = 1.67761 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 297533.5011387 Edm = 1.03288 NCalls = 232 -VariableMetric: Iteration # 68 - FCN = 297531.4284572 Edm = 1.0192 NCalls = 235 -VariableMetric: Iteration # 69 - FCN = 297528.5430158 Edm = 0.844676 NCalls = 237 -VariableMetric: Iteration # 70 - FCN = 297528.3619998 Edm = 0.118407 NCalls = 239 -VariableMetric: Iteration # 71 - FCN = 297528.2369327 Edm = 0.015554 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297528.2158531 Edm = 0.00246138 NCalls = 243 -VariableMetric: Iteration # 73 - FCN = 297528.2109633 Edm = 0.00130212 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297528.1961508 Edm = 0.0130256 NCalls = 248 -VariableMetric: Iteration # 75 - FCN = 297522.7805137 Edm = 3.89983 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297514.4292848 Edm = 1.15797 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297513.6684409 Edm = 0.456084 NCalls = 259 -VariableMetric: Iteration # 78 - FCN = 297513.3284235 Edm = 0.12392 NCalls = 260 -VariableMetric: Iteration # 79 - FCN = 297513.1879096 Edm = 0.0837641 NCalls = 262 -VariableMetric: Iteration # 80 - FCN = 297513.1084435 Edm = 0.0117743 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297513.0898531 Edm = 0.00188433 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297513.0869143 Edm = 0.000581595 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297513.0854143 Edm = 0.000807971 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297513.0602399 Edm = 0.0245592 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297511.5894618 Edm = 1.55235 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297511.1101078 Edm = 0.464214 NCalls = 283 -VariableMetric: Iteration # 87 - FCN = 297509.4096148 Edm = 1.97965 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297509.2574745 Edm = 0.136042 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297504.1739533 Edm = 2.67134 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 297500.7615073 Edm = 0.437853 NCalls = 300 -VariableMetric: Iteration # 91 - FCN = 297500.3881873 Edm = 0.0474159 NCalls = 302 -VariableMetric: Iteration # 92 - FCN = 297500.3063112 Edm = 0.0268528 NCalls = 304 -VariableMetric: Iteration # 93 - FCN = 297500.2882571 Edm = 0.0086328 NCalls = 306 -VariableMetric: Iteration # 94 - FCN = 297500.2810056 Edm = 0.000320384 NCalls = 308 -VariableMetric: Iteration # 95 - FCN = 297500.2803113 Edm = 0.00036648 NCalls = 310 -VariableMetric: Iteration # 96 - FCN = 297500.266046 Edm = 0.0150709 NCalls = 314 -VariableMetric: Iteration # 97 - FCN = 297499.9376447 Edm = 0.275744 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297496.0955601 Edm = 0.131842 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297495.9527431 Edm = 0.0318458 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297495.9333797 Edm = 0.00301842 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297495.9292183 Edm = 0.000141311 NCalls = 330 -VariableMetric: Iteration # 102 - FCN = 297495.9290094 Edm = 4.78224e-05 NCalls = 332 -VariableMetric: After Hessian - FCN = 297495.9290094 Edm = 1.92637 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297495.9290094 Edm = 1.92637 NCalls = 811 -VariableMetric: Iteration # 104 - FCN = 297494.891695 Edm = 0.86786 NCalls = 813 -VariableMetric: Iteration # 105 - FCN = 297493.8335001 Edm = 0.241034 NCalls = 815 -VariableMetric: Iteration # 106 - FCN = 297493.8051795 Edm = 0.0970609 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297493.6725932 Edm = 0.0835682 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297493.181814 Edm = 0.316388 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297492.1586664 Edm = 1.2204 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297491.5382028 Edm = 0.449463 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297489.2616817 Edm = 10.8341 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297488.9845946 Edm = 4.72303 NCalls = 838 -VariableMetric: Iteration # 113 - FCN = 297486.8078732 Edm = 3.81317 NCalls = 843 -VariableMetric: Iteration # 114 - FCN = 297484.4518329 Edm = 2.34912 NCalls = 847 -VariableMetric: Iteration # 115 - FCN = 297482.9370665 Edm = 2.59894 NCalls = 850 -VariableMetric: Iteration # 116 - FCN = 297481.3646072 Edm = 1.15826 NCalls = 856 -VariableMetric: Iteration # 117 - FCN = 297480.6208354 Edm = 0.900843 NCalls = 858 -VariableMetric: Iteration # 118 - FCN = 297480.0344264 Edm = 0.210979 NCalls = 860 -VariableMetric: Iteration # 119 - FCN = 297479.7454769 Edm = 0.166117 NCalls = 862 -VariableMetric: Iteration # 120 - FCN = 297479.5540477 Edm = 0.0835033 NCalls = 865 -VariableMetric: Iteration # 121 - FCN = 297479.4586357 Edm = 0.0315789 NCalls = 867 -VariableMetric: Iteration # 122 - FCN = 297479.4298748 Edm = 0.020568 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297479.4198198 Edm = 0.00360694 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297479.4161088 Edm = 0.000788187 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297479.4155352 Edm = 0.000203427 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297479.4153101 Edm = 4.48716e-05 NCalls = 877 -VariableMetric: After Hessian - FCN = 297479.4153101 Edm = 6.30102e-05 NCalls = 1358 -VariableMetric: Iteration # 127 - FCN = 297479.4153101 Edm = 6.30102e-05 NCalls = 1358 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326663.1663883 Edm = 48.6232 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326663.1663883 Edm = 48.6232 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305395.5918065 Edm = 1.78522 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299686.1695024 Edm = 71.6365 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299623.1714072 Edm = 26.5038 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 299617.726138 Edm = 0.908017 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 299552.9711614 Edm = 50.7263 NCalls = 19 -VariableMetric: Iteration # 6 - FCN = 299148.9825182 Edm = 21.1409 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 299128.3153672 Edm = 2.17074 NCalls = 24 -VariableMetric: Iteration # 8 - FCN = 299123.7242969 Edm = 3.00164 NCalls = 26 -VariableMetric: Iteration # 9 - FCN = 298993.2846156 Edm = 61.634 NCalls = 31 -VariableMetric: Iteration # 10 - FCN = 298693.93128 Edm = 462.627 NCalls = 34 -VariableMetric: Iteration # 11 - FCN = 298389.9019505 Edm = 23.2405 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 298359.9390427 Edm = 0.984339 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 298359.0661014 Edm = 0.239099 NCalls = 41 -VariableMetric: Iteration # 14 - FCN = 298357.943143 Edm = 1.42542 NCalls = 44 -VariableMetric: Iteration # 15 - FCN = 298303.3599587 Edm = 47.923 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 298047.8582117 Edm = 3.57999 NCalls = 52 -VariableMetric: Iteration # 17 - FCN = 298042.905364 Edm = 0.39777 NCalls = 54 -VariableMetric: Iteration # 18 - FCN = 298036.4736682 Edm = 6.09752 NCalls = 58 -VariableMetric: Iteration # 19 - FCN = 297778.9365951 Edm = 45.8649 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297701.460281 Edm = 3.09098 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297694.4090828 Edm = 0.282971 NCalls = 69 -VariableMetric: Iteration # 22 - FCN = 297693.7921504 Edm = 0.268972 NCalls = 71 -VariableMetric: Iteration # 23 - FCN = 297679.0600225 Edm = 12.5175 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297580.1057941 Edm = 78.4591 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297559.8654033 Edm = 64.8223 NCalls = 85 -VariableMetric: Iteration # 26 - FCN = 297374.8472684 Edm = 37.1015 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297329.350001 Edm = 7.62951 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297325.5519691 Edm = 0.346221 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297325.053469 Edm = 0.0262648 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297325.0147709 Edm = 0.014821 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297324.2243903 Edm = 0.422021 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297323.5925175 Edm = 1.35408 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297321.778955 Edm = 3.30157 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297319.6811758 Edm = 3.57536 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297316.5643453 Edm = 4.76876 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297311.9061065 Edm = 3.67102 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297307.9098936 Edm = 1.74491 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297306.0885091 Edm = 0.849232 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297303.7269462 Edm = 0.976727 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297302.957058 Edm = 0.862284 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297302.5653473 Edm = 0.256729 NCalls = 137 -VariableMetric: Iteration # 42 - FCN = 297302.005447 Edm = 0.093194 NCalls = 139 -VariableMetric: Iteration # 43 - FCN = 297301.4510843 Edm = 0.386533 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297299.1855938 Edm = 0.923603 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297298.3354564 Edm = 0.368933 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297298.0527614 Edm = 0.190374 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297297.8702923 Edm = 0.129045 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297297.5684126 Edm = 0.308947 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297297.4562206 Edm = 0.145922 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297296.9012869 Edm = 0.271456 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297296.6655001 Edm = 0.694556 NCalls = 166 -VariableMetric: Iteration # 52 - FCN = 297295.7129273 Edm = 1.22432 NCalls = 168 -VariableMetric: Iteration # 53 - FCN = 297295.1296792 Edm = 0.240196 NCalls = 170 -VariableMetric: Iteration # 54 - FCN = 297294.7368578 Edm = 0.096732 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297294.6034485 Edm = 0.0288041 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297294.3899591 Edm = 0.205082 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297293.2214344 Edm = 0.632262 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297290.8988499 Edm = 6.22203 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297286.0799589 Edm = 4.68267 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297281.3770884 Edm = 9.13262 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297270.7428239 Edm = 0.640924 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 297270.32305 Edm = 0.289315 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297270.0468093 Edm = 0.164396 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297269.4646371 Edm = 0.661136 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297266.6681378 Edm = 1.26963 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297264.0413124 Edm = 0.450127 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297263.3722976 Edm = 0.34573 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297263.2251131 Edm = 0.10802 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297263.0539949 Edm = 0.0484227 NCalls = 220 -VariableMetric: Iteration # 70 - FCN = 297262.9925156 Edm = 0.0284312 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297262.92922 Edm = 0.0166551 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297262.8979762 Edm = 0.00805273 NCalls = 228 -VariableMetric: Iteration # 73 - FCN = 297262.8795116 Edm = 0.00867214 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297262.8547764 Edm = 0.0171555 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297262.613375 Edm = 0.2197 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297261.8394821 Edm = 1.85223 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297260.7921951 Edm = 1.51081 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297256.3486572 Edm = 3.345 NCalls = 253 -VariableMetric: Iteration # 79 - FCN = 297255.4047774 Edm = 7.04905 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297252.2933375 Edm = 1.56741 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297247.408841 Edm = 0.182408 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297247.2273728 Edm = 0.055973 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297247.1562948 Edm = 0.0805962 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297247.0310913 Edm = 0.0580252 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297246.907466 Edm = 0.0598031 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297246.84087 Edm = 0.125171 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297246.3276732 Edm = 0.0866786 NCalls = 279 -VariableMetric: Iteration # 88 - FCN = 297246.241882 Edm = 0.169815 NCalls = 281 -VariableMetric: Iteration # 89 - FCN = 297246.1743952 Edm = 0.0150886 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297246.1363854 Edm = 0.0102614 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 297246.1080925 Edm = 0.00362581 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 297246.100741 Edm = 0.00285096 NCalls = 290 -VariableMetric: Iteration # 93 - FCN = 297246.0908775 Edm = 0.00696315 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297246.0544908 Edm = 0.0383662 NCalls = 295 -VariableMetric: Iteration # 95 - FCN = 297245.1978243 Edm = 0.949318 NCalls = 301 -VariableMetric: Iteration # 96 - FCN = 297245.1626626 Edm = 0.0404415 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297245.017949 Edm = 0.204898 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297244.8918345 Edm = 0.118707 NCalls = 312 -VariableMetric: Iteration # 99 - FCN = 297244.0971921 Edm = 0.677922 NCalls = 318 -VariableMetric: Iteration # 100 - FCN = 297235.8951083 Edm = 3.26686 NCalls = 322 -VariableMetric: Iteration # 101 - FCN = 297233.8893846 Edm = 0.410107 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297233.572967 Edm = 0.227496 NCalls = 325 -VariableMetric: Iteration # 103 - FCN = 297233.4907748 Edm = 0.0136365 NCalls = 327 -VariableMetric: Iteration # 104 - FCN = 297233.4762269 Edm = 0.00407975 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297233.4712564 Edm = 0.00256937 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297233.4632965 Edm = 0.000645219 NCalls = 334 -VariableMetric: Iteration # 107 - FCN = 297233.4618688 Edm = 0.000522653 NCalls = 336 -VariableMetric: Iteration # 108 - FCN = 297233.4564185 Edm = 0.00440413 NCalls = 339 -VariableMetric: Iteration # 109 - FCN = 297233.2989019 Edm = 0.155539 NCalls = 343 -VariableMetric: Iteration # 110 - FCN = 297231.1565958 Edm = 1.21931 NCalls = 347 -VariableMetric: Iteration # 111 - FCN = 297230.0370496 Edm = 1.03491 NCalls = 350 -VariableMetric: Iteration # 112 - FCN = 297229.1994212 Edm = 0.42648 NCalls = 354 -VariableMetric: Iteration # 113 - FCN = 297228.5252433 Edm = 0.337663 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297228.1696961 Edm = 0.0918106 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297228.064007 Edm = 0.112545 NCalls = 364 -VariableMetric: Iteration # 116 - FCN = 297228.0096551 Edm = 0.0294211 NCalls = 365 -VariableMetric: Iteration # 117 - FCN = 297227.9735919 Edm = 0.0205697 NCalls = 368 -VariableMetric: Iteration # 118 - FCN = 297227.9489724 Edm = 0.00241555 NCalls = 370 -VariableMetric: Iteration # 119 - FCN = 297227.9452474 Edm = 0.000666949 NCalls = 372 -VariableMetric: Iteration # 120 - FCN = 297227.944423 Edm = 0.000872287 NCalls = 374 -VariableMetric: Iteration # 121 - FCN = 297227.939415 Edm = 0.00366529 NCalls = 377 -VariableMetric: Iteration # 122 - FCN = 297227.8995707 Edm = 0.0140834 NCalls = 381 -VariableMetric: Iteration # 123 - FCN = 297227.8772793 Edm = 0.0090988 NCalls = 384 -VariableMetric: Iteration # 124 - FCN = 297227.851592 Edm = 0.0257391 NCalls = 387 -VariableMetric: Iteration # 125 - FCN = 297227.7516371 Edm = 0.107043 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297227.5628174 Edm = 0.191861 NCalls = 395 -VariableMetric: Iteration # 127 - FCN = 297226.8151608 Edm = 0.889709 NCalls = 400 -VariableMetric: Iteration # 128 - FCN = 297226.7873099 Edm = 0.0373176 NCalls = 402 -VariableMetric: Iteration # 129 - FCN = 297226.6420637 Edm = 0.145214 NCalls = 408 -VariableMetric: Iteration # 130 - FCN = 297226.4742113 Edm = 0.814516 NCalls = 413 -VariableMetric: Iteration # 131 - FCN = 297226.3811969 Edm = 0.194412 NCalls = 417 -VariableMetric: Iteration # 132 - FCN = 297225.8803852 Edm = 0.323789 NCalls = 422 -VariableMetric: Iteration # 133 - FCN = 297224.2674388 Edm = 4.31144 NCalls = 424 -VariableMetric: Iteration # 134 - FCN = 297223.8615829 Edm = 0.422343 NCalls = 426 -VariableMetric: Iteration # 135 - FCN = 297222.5255303 Edm = 1.25527 NCalls = 431 -VariableMetric: Iteration # 136 - FCN = 297221.2202303 Edm = 0.690234 NCalls = 434 -VariableMetric: Iteration # 137 - FCN = 297220.4665197 Edm = 0.462836 NCalls = 436 -VariableMetric: Iteration # 138 - FCN = 297220.308032 Edm = 0.416318 NCalls = 438 -VariableMetric: Iteration # 139 - FCN = 297220.0984125 Edm = 0.189711 NCalls = 440 -VariableMetric: Iteration # 140 - FCN = 297219.5869182 Edm = 0.392011 NCalls = 443 -VariableMetric: Iteration # 141 - FCN = 297218.9711436 Edm = 0.751651 NCalls = 447 -VariableMetric: Iteration # 142 - FCN = 297218.5873039 Edm = 0.530481 NCalls = 450 -VariableMetric: Iteration # 143 - FCN = 297217.8094199 Edm = 0.315598 NCalls = 453 -VariableMetric: Iteration # 144 - FCN = 297217.6060323 Edm = 0.131412 NCalls = 455 -VariableMetric: Iteration # 145 - FCN = 297217.470188 Edm = 0.106766 NCalls = 458 -VariableMetric: Iteration # 146 - FCN = 297217.2452419 Edm = 0.150808 NCalls = 462 -VariableMetric: Iteration # 147 - FCN = 297217.1569822 Edm = 0.0598964 NCalls = 464 -VariableMetric: Iteration # 148 - FCN = 297217.0799644 Edm = 0.0467966 NCalls = 466 -VariableMetric: Iteration # 149 - FCN = 297217.0394279 Edm = 0.0379652 NCalls = 468 -VariableMetric: Iteration # 150 - FCN = 297216.9417769 Edm = 0.0305947 NCalls = 471 -VariableMetric: Iteration # 151 - FCN = 297216.8530934 Edm = 0.027259 NCalls = 474 -VariableMetric: Iteration # 152 - FCN = 297216.8334209 Edm = 0.0386033 NCalls = 476 -VariableMetric: Iteration # 153 - FCN = 297216.8065146 Edm = 0.00510993 NCalls = 479 -VariableMetric: Iteration # 154 - FCN = 297216.7961341 Edm = 0.00452948 NCalls = 481 -VariableMetric: Iteration # 155 - FCN = 297216.7928936 Edm = 0.00135954 NCalls = 483 -VariableMetric: Iteration # 156 - FCN = 297216.7903792 Edm = 0.00035514 NCalls = 485 -VariableMetric: Iteration # 157 - FCN = 297216.7893928 Edm = 0.000392687 NCalls = 487 -VariableMetric: Iteration # 158 - FCN = 297216.7878951 Edm = 0.00136668 NCalls = 490 -VariableMetric: Iteration # 159 - FCN = 297216.7806431 Edm = 0.00904416 NCalls = 495 -VariableMetric: Iteration # 160 - FCN = 297216.7795487 Edm = 0.00216839 NCalls = 498 -VariableMetric: Iteration # 161 - FCN = 297216.7719942 Edm = 0.00683672 NCalls = 502 -VariableMetric: Iteration # 162 - FCN = 297216.7445587 Edm = 0.00525975 NCalls = 505 -VariableMetric: Iteration # 163 - FCN = 297216.7400811 Edm = 0.0022529 NCalls = 507 -VariableMetric: Iteration # 164 - FCN = 297216.7382745 Edm = 0.000304215 NCalls = 509 -VariableMetric: Iteration # 165 - FCN = 297216.7377773 Edm = 0.000252397 NCalls = 511 -VariableMetric: Iteration # 166 - FCN = 297216.7341617 Edm = 0.000754086 NCalls = 515 -VariableMetric: Iteration # 167 - FCN = 297216.7333244 Edm = 0.000760635 NCalls = 516 -VariableMetric: Iteration # 168 - FCN = 297216.7328758 Edm = 0.00016235 NCalls = 518 -VariableMetric: Iteration # 169 - FCN = 297216.7320665 Edm = 0.000383192 NCalls = 522 -VariableMetric: Iteration # 170 - FCN = 297216.7299553 Edm = 0.00135113 NCalls = 525 -VariableMetric: Iteration # 171 - FCN = 297216.7131692 Edm = 0.0241189 NCalls = 530 -VariableMetric: Iteration # 172 - FCN = 297216.700108 Edm = 0.0286182 NCalls = 537 -VariableMetric: Iteration # 173 - FCN = 297216.5832963 Edm = 0.493205 NCalls = 546 -VariableMetric: Iteration # 174 - FCN = 297216.5813312 Edm = 0.00393652 NCalls = 548 -VariableMetric: Iteration # 175 - FCN = 297216.5088908 Edm = 0.0481636 NCalls = 553 -VariableMetric: Iteration # 176 - FCN = 297216.371747 Edm = 0.146418 NCalls = 560 -VariableMetric: Iteration # 177 - FCN = 297216.2092965 Edm = 0.042795 NCalls = 562 -VariableMetric: Iteration # 178 - FCN = 297216.1643815 Edm = 0.0494214 NCalls = 565 -VariableMetric: Iteration # 179 - FCN = 297216.1047504 Edm = 0.0134698 NCalls = 569 -VariableMetric: Iteration # 180 - FCN = 297216.0863517 Edm = 0.0143388 NCalls = 571 -VariableMetric: Iteration # 181 - FCN = 297216.0778498 Edm = 0.00424327 NCalls = 573 -VariableMetric: Iteration # 182 - FCN = 297216.0709522 Edm = 0.00545751 NCalls = 576 -VariableMetric: Iteration # 183 - FCN = 297216.061293 Edm = 0.0079158 NCalls = 578 -VariableMetric: Iteration # 184 - FCN = 297216.0555486 Edm = 0.00383997 NCalls = 580 -VariableMetric: Iteration # 185 - FCN = 297216.0478253 Edm = 0.00113848 NCalls = 583 -VariableMetric: Iteration # 186 - FCN = 297216.0448763 Edm = 0.00177417 NCalls = 585 -VariableMetric: Iteration # 187 - FCN = 297216.0440404 Edm = 0.000224621 NCalls = 587 -VariableMetric: Iteration # 188 - FCN = 297216.0437409 Edm = 3.06186e-05 NCalls = 589 -VariableMetric: After Hessian - FCN = 297216.0437409 Edm = 23.0678 NCalls = 1068 -VariableMetric: Iteration # 189 - FCN = 297216.0437409 Edm = 23.0678 NCalls = 1068 -VariableMetric: Iteration # 190 - FCN = 297215.9350412 Edm = 17.622 NCalls = 1071 -VariableMetric: Iteration # 191 - FCN = 297215.1854998 Edm = 2.76657 NCalls = 1074 -VariableMetric: Iteration # 192 - FCN = 297214.6944824 Edm = 0.331389 NCalls = 1076 -VariableMetric: Iteration # 193 - FCN = 297214.3937692 Edm = 0.0670354 NCalls = 1078 -VariableMetric: Iteration # 194 - FCN = 297214.2936727 Edm = 0.0242081 NCalls = 1080 -VariableMetric: Iteration # 195 - FCN = 297214.2495015 Edm = 0.0478587 NCalls = 1082 -VariableMetric: Iteration # 196 - FCN = 297214.2201772 Edm = 0.0151727 NCalls = 1085 -VariableMetric: Iteration # 197 - FCN = 297214.1958881 Edm = 0.0189074 NCalls = 1087 -VariableMetric: Iteration # 198 - FCN = 297214.1615153 Edm = 0.0105883 NCalls = 1090 -VariableMetric: Iteration # 199 - FCN = 297214.1344635 Edm = 0.0109168 NCalls = 1092 -VariableMetric: Iteration # 200 - FCN = 297214.1251636 Edm = 0.00637229 NCalls = 1094 -VariableMetric: Iteration # 201 - FCN = 297214.1109101 Edm = 0.00710597 NCalls = 1097 -VariableMetric: Iteration # 202 - FCN = 297214.1055711 Edm = 0.00584773 NCalls = 1099 -VariableMetric: Iteration # 203 - FCN = 297214.0950639 Edm = 0.00275969 NCalls = 1102 -VariableMetric: Iteration # 204 - FCN = 297214.0910848 Edm = 0.00231882 NCalls = 1104 -VariableMetric: Iteration # 205 - FCN = 297214.0888073 Edm = 0.000718362 NCalls = 1107 -VariableMetric: Iteration # 206 - FCN = 297214.0877102 Edm = 0.000645361 NCalls = 1109 -VariableMetric: Iteration # 207 - FCN = 297214.0862551 Edm = 0.000747175 NCalls = 1111 -VariableMetric: Iteration # 208 - FCN = 297214.0837211 Edm = 0.000924414 NCalls = 1114 -VariableMetric: Iteration # 209 - FCN = 297214.0819323 Edm = 0.00107626 NCalls = 1117 -VariableMetric: Iteration # 210 - FCN = 297214.0796062 Edm = 0.00182156 NCalls = 1120 -VariableMetric: Iteration # 211 - FCN = 297214.0784438 Edm = 0.000812274 NCalls = 1123 -VariableMetric: Iteration # 212 - FCN = 297214.0771374 Edm = 0.000226537 NCalls = 1125 -VariableMetric: Iteration # 213 - FCN = 297214.0768213 Edm = 0.00014979 NCalls = 1127 -VariableMetric: Iteration # 214 - FCN = 297214.0765907 Edm = 0.000155737 NCalls = 1130 -VariableMetric: Iteration # 215 - FCN = 297214.0760707 Edm = 0.000229414 NCalls = 1133 -VariableMetric: Iteration # 216 - FCN = 297214.0752634 Edm = 0.000359941 NCalls = 1136 -VariableMetric: Iteration # 217 - FCN = 297214.0745536 Edm = 0.000239864 NCalls = 1138 -VariableMetric: Iteration # 218 - FCN = 297214.074288 Edm = 0.000262732 NCalls = 1140 -VariableMetric: Iteration # 219 - FCN = 297214.0741299 Edm = 9.11721e-05 NCalls = 1142 -VariableMetric: Iteration # 220 - FCN = 297214.0738952 Edm = 8.14537e-05 NCalls = 1144 -VariableMetric: Iteration # 221 - FCN = 297214.0737712 Edm = 5.38833e-05 NCalls = 1146 -VariableMetric: After Hessian - FCN = 297214.0737712 Edm = 0.00175856 NCalls = 1645 -VariableMetric: Iteration # 222 - FCN = 297214.0737712 Edm = 0.00175856 NCalls = 1645 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 318561.6076346 Edm = 3462.93 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 318561.6076346 Edm = 3462.93 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301891.6026582 Edm = 25.6412 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 301398.3318998 Edm = 6.42779 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 301385.8025081 Edm = 14.9244 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 299216.4195444 Edm = 36.3537 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299115.8066488 Edm = 125.582 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 298153.7882336 Edm = 20.6043 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298124.5596081 Edm = 82.286 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 298084.8140368 Edm = 4.73101 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298078.9217911 Edm = 2.43637 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297751.553871 Edm = 147.777 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297591.8787708 Edm = 2.37891 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297589.8470814 Edm = 0.091437 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297589.7421746 Edm = 0.0473407 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297559.456521 Edm = 23.2513 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297401.4608616 Edm = 10.2576 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297392.278636 Edm = 0.483211 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297391.5405594 Edm = 0.018612 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297391.316659 Edm = 0.224214 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297381.5800068 Edm = 7.43941 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297350.0482717 Edm = 4.17196 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297345.1863617 Edm = 0.645486 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297344.2885167 Edm = 0.0953645 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297344.1649048 Edm = 0.00596723 NCalls = 83 -VariableMetric: Iteration # 24 - FCN = 297344.0975223 Edm = 0.059851 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297319.4338037 Edm = 9.90505 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297305.425243 Edm = 2.88033 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297302.5047569 Edm = 0.915692 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297301.515568 Edm = 0.223295 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297301.3086269 Edm = 0.00878021 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297301.2972818 Edm = 0.00311245 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297301.2122142 Edm = 0.0847198 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297297.2592013 Edm = 1.49994 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297285.0975843 Edm = 5.72436 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297274.1713956 Edm = 3.15671 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297272.626285 Edm = 0.488916 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297272.2391113 Edm = 0.0371211 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297272.1832702 Edm = 0.00995176 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297272.1711916 Edm = 0.00477118 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297272.1630323 Edm = 0.00873977 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297271.902658 Edm = 0.275941 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297269.7214273 Edm = 1.77935 NCalls = 142 -VariableMetric: Iteration # 42 - FCN = 297261.8197646 Edm = 2.64752 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297260.0035139 Edm = 0.843215 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297258.5767984 Edm = 0.133573 NCalls = 151 -VariableMetric: Iteration # 45 - FCN = 297258.4213593 Edm = 0.0279694 NCalls = 153 -VariableMetric: Iteration # 46 - FCN = 297258.3936595 Edm = 0.00470821 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297258.38833 Edm = 0.00107347 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297258.3863277 Edm = 0.00076953 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297258.3825705 Edm = 0.00367067 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297258.2951774 Edm = 0.0968517 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297258.25876 Edm = 0.0369887 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297257.9913495 Edm = 0.226169 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297254.5005489 Edm = 0.8419 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297254.287741 Edm = 0.125179 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297254.0921877 Edm = 0.0294766 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297254.0447275 Edm = 0.00504679 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297254.041222 Edm = 0.000330848 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297254.0401794 Edm = 0.000753043 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297254.0210558 Edm = 0.020471 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297253.6511356 Edm = 0.0488983 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297252.1446728 Edm = 0.390394 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297251.6153819 Edm = 0.0474127 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297251.5704449 Edm = 0.00361735 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297251.5669186 Edm = 0.000318356 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297251.5664902 Edm = 0.00012786 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297251.5650775 Edm = 0.000939362 NCalls = 215 -VariableMetric: Iteration # 67 - FCN = 297251.5514984 Edm = 0.0129631 NCalls = 218 -VariableMetric: Iteration # 68 - FCN = 297251.3567393 Edm = 0.161515 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297250.5163899 Edm = 0.0954211 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297250.4186617 Edm = 0.000768682 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297250.4178043 Edm = 5.12908e-05 NCalls = 228 -VariableMetric: After Hessian - FCN = 297250.4178043 Edm = 37.7281 NCalls = 701 -VariableMetric: Iteration # 72 - FCN = 297250.4178043 Edm = 37.7281 NCalls = 701 -VariableMetric: Iteration # 73 - FCN = 297250.0711363 Edm = 4.07258 NCalls = 711 -VariableMetric: Iteration # 74 - FCN = 297249.3746459 Edm = 499.707 NCalls = 715 -VariableMetric: Iteration # 75 - FCN = 297249.2956638 Edm = 6908.6 NCalls = 722 -VariableMetric: Iteration # 76 - FCN = 297249.0779804 Edm = 1282.27 NCalls = 727 -VariableMetric: Iteration # 77 - FCN = 297248.8955074 Edm = 3537.01 NCalls = 731 -VariableMetric: Iteration # 78 - FCN = 297247.9729416 Edm = 1234.53 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297247.8798004 Edm = 2728.31 NCalls = 738 -VariableMetric: Iteration # 80 - FCN = 297247.0666606 Edm = 610.581 NCalls = 741 -VariableMetric: Iteration # 81 - FCN = 297245.975876 Edm = 175.828 NCalls = 744 -VariableMetric: Iteration # 82 - FCN = 297244.8562055 Edm = 246.124 NCalls = 747 -VariableMetric: Iteration # 83 - FCN = 297243.7051032 Edm = 194.436 NCalls = 750 -VariableMetric: Iteration # 84 - FCN = 297242.4648927 Edm = 42.4962 NCalls = 753 -VariableMetric: Iteration # 85 - FCN = 297242.0981004 Edm = 56.3924 NCalls = 756 -VariableMetric: Iteration # 86 - FCN = 297241.749194 Edm = 16.7367 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297241.588889 Edm = 20.6942 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297241.1288814 Edm = 16.6072 NCalls = 764 -VariableMetric: Iteration # 89 - FCN = 297240.0566425 Edm = 9.49851 NCalls = 766 -VariableMetric: Iteration # 90 - FCN = 297238.8164481 Edm = 13.4139 NCalls = 768 -VariableMetric: Iteration # 91 - FCN = 297237.4504015 Edm = 7.53799 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297236.4556154 Edm = 6.67196 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297234.8556312 Edm = 9.79098 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297234.408399 Edm = 3.95829 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297233.7487116 Edm = 4.80146 NCalls = 778 -VariableMetric: Iteration # 96 - FCN = 297233.2900164 Edm = 1.32648 NCalls = 780 -VariableMetric: Iteration # 97 - FCN = 297232.994357 Edm = 1.792 NCalls = 782 -VariableMetric: Iteration # 98 - FCN = 297232.719451 Edm = 0.499763 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297232.466892 Edm = 0.0208484 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297232.4484438 Edm = 0.00387491 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297232.4462463 Edm = 0.00662495 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297232.4348044 Edm = 0.0385594 NCalls = 792 -VariableMetric: Iteration # 103 - FCN = 297232.4182982 Edm = 0.0233424 NCalls = 797 -VariableMetric: Iteration # 104 - FCN = 297232.4131703 Edm = 0.0129306 NCalls = 800 -VariableMetric: Iteration # 105 - FCN = 297232.3950501 Edm = 0.025549 NCalls = 803 -VariableMetric: Iteration # 106 - FCN = 297232.3797316 Edm = 0.0121833 NCalls = 806 -VariableMetric: Iteration # 107 - FCN = 297232.3710464 Edm = 0.00123925 NCalls = 808 -VariableMetric: Iteration # 108 - FCN = 297232.3698281 Edm = 0.000127812 NCalls = 810 -VariableMetric: Iteration # 109 - FCN = 297232.3696957 Edm = 1.247e-05 NCalls = 812 -VariableMetric: After Hessian - FCN = 297232.3696957 Edm = 1.36094e-05 NCalls = 1301 -VariableMetric: Iteration # 110 - FCN = 297232.3696957 Edm = 1.36094e-05 NCalls = 1301 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312025.6905065 Edm = 20.298 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312025.6905065 Edm = 20.298 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309728.5184129 Edm = 16.6374 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 309695.3749976 Edm = 54.0456 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 297982.9870813 Edm = 12.1362 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 297900.7112678 Edm = 81.3078 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297798.4963195 Edm = 8.8811 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297785.122075 Edm = 0.446543 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297784.0974861 Edm = 0.304163 NCalls = 26 -VariableMetric: Iteration # 8 - FCN = 297688.534675 Edm = 24.238 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297654.6155556 Edm = 1.19984 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297653.0187339 Edm = 0.0482605 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297652.873154 Edm = 0.104816 NCalls = 38 -VariableMetric: Iteration # 12 - FCN = 297638.9536215 Edm = 12.4231 NCalls = 45 -VariableMetric: Iteration # 13 - FCN = 297555.7905546 Edm = 0.530078 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297555.2805195 Edm = 0.0136536 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297555.1814331 Edm = 0.0912152 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297544.4916302 Edm = 10.3255 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297442.445322 Edm = 13.4288 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297427.7526314 Edm = 12.8171 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297422.0365864 Edm = 0.209344 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297421.8162831 Edm = 0.0174904 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297421.6621622 Edm = 0.14098 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297400.6049057 Edm = 3.93575 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297374.778218 Edm = 1.62375 NCalls = 84 -VariableMetric: Iteration # 24 - FCN = 297372.7568408 Edm = 0.121367 NCalls = 86 -VariableMetric: Iteration # 25 - FCN = 297372.4898947 Edm = 0.123868 NCalls = 89 -VariableMetric: Iteration # 26 - FCN = 297371.1145533 Edm = 0.799595 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297371.0501768 Edm = 0.227881 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297370.1934683 Edm = 0.643028 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297369.6058266 Edm = 0.0375549 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297369.5702911 Edm = 0.00101697 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297369.5628242 Edm = 0.00669907 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297368.5064762 Edm = 0.476921 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297363.4035304 Edm = 2.02407 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297359.5033654 Edm = 0.0538409 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297359.450961 Edm = 0.000530904 NCalls = 121 -VariableMetric: Iteration # 36 - FCN = 297359.4501355 Edm = 0.000396496 NCalls = 123 -VariableMetric: Iteration # 37 - FCN = 297359.446753 Edm = 0.00409776 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297359.138989 Edm = 0.123928 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297359.0681882 Edm = 0.000343268 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297359.0672894 Edm = 0.000613464 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297358.9614844 Edm = 0.117433 NCalls = 143 -VariableMetric: Iteration # 42 - FCN = 297358.9601131 Edm = 0.0011899 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297358.5747537 Edm = 0.0373308 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297355.2094318 Edm = 1.45595 NCalls = 156 -VariableMetric: Iteration # 45 - FCN = 297350.1493514 Edm = 0.197407 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297350.0029251 Edm = 0.0236247 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297349.9874842 Edm = 0.00143564 NCalls = 163 -VariableMetric: Iteration # 48 - FCN = 297349.9851656 Edm = 0.000760287 NCalls = 165 -VariableMetric: Iteration # 49 - FCN = 297349.9749925 Edm = 0.00956734 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297349.5537277 Edm = 0.448771 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297349.4521149 Edm = 0.0998257 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297336.9243927 Edm = 5.61014 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297331.6108756 Edm = 2.62992 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297330.3417913 Edm = 1.94465 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297328.8931959 Edm = 0.340084 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297328.4748255 Edm = 0.0450546 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297328.4196167 Edm = 0.00459072 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297328.4131176 Edm = 0.00278089 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297328.3992482 Edm = 0.0256687 NCalls = 206 -VariableMetric: Iteration # 60 - FCN = 297328.3478206 Edm = 0.0549812 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297328.1971892 Edm = 0.131973 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297322.5129729 Edm = 7.08784 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297321.9122766 Edm = 0.578669 NCalls = 222 -VariableMetric: Iteration # 64 - FCN = 297315.8369466 Edm = 2.98303 NCalls = 227 -VariableMetric: Iteration # 65 - FCN = 297315.5165372 Edm = 0.469199 NCalls = 229 -VariableMetric: Iteration # 66 - FCN = 297315.2005336 Edm = 0.142746 NCalls = 231 -VariableMetric: Iteration # 67 - FCN = 297314.4512596 Edm = 0.74855 NCalls = 234 -VariableMetric: Iteration # 68 - FCN = 297312.2716147 Edm = 2.18715 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297307.9987232 Edm = 2.03474 NCalls = 244 -VariableMetric: Iteration # 70 - FCN = 297304.6764009 Edm = 0.80247 NCalls = 247 -VariableMetric: Iteration # 71 - FCN = 297303.63584 Edm = 0.343834 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297303.3382701 Edm = 0.0837456 NCalls = 251 -VariableMetric: Iteration # 73 - FCN = 297303.2826609 Edm = 0.0159971 NCalls = 253 -VariableMetric: Iteration # 74 - FCN = 297303.267396 Edm = 0.000602269 NCalls = 255 -VariableMetric: Iteration # 75 - FCN = 297303.2662875 Edm = 0.00034629 NCalls = 257 -VariableMetric: Iteration # 76 - FCN = 297303.2623129 Edm = 0.00325415 NCalls = 260 -VariableMetric: Iteration # 77 - FCN = 297302.7603076 Edm = 0.498378 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297299.3145789 Edm = 1.13708 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297298.4422969 Edm = 0.121101 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297298.3354604 Edm = 0.00490307 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297298.3289945 Edm = 0.000292373 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297298.3286525 Edm = 9.60196e-05 NCalls = 278 -VariableMetric: Iteration # 83 - FCN = 297298.3276678 Edm = 0.000807362 NCalls = 281 -VariableMetric: Iteration # 84 - FCN = 297298.2414078 Edm = 0.0782584 NCalls = 286 -VariableMetric: Iteration # 85 - FCN = 297297.0091421 Edm = 0.0806993 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297296.9103915 Edm = 0.00485925 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297296.9051202 Edm = 0.000499083 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297296.904584 Edm = 2.14756e-05 NCalls = 295 -VariableMetric: After Hessian - FCN = 297296.904584 Edm = 26.8518 NCalls = 770 -VariableMetric: Iteration # 89 - FCN = 297296.904584 Edm = 26.8518 NCalls = 770 -VariableMetric: Iteration # 90 - FCN = 297296.5402564 Edm = 0.446068 NCalls = 778 -VariableMetric: Iteration # 91 - FCN = 297296.2089172 Edm = 0.287449 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297296.0178793 Edm = 0.115494 NCalls = 782 -VariableMetric: Iteration # 93 - FCN = 297295.7366478 Edm = 0.165017 NCalls = 786 -VariableMetric: Iteration # 94 - FCN = 297295.5070648 Edm = 0.062586 NCalls = 789 -VariableMetric: Iteration # 95 - FCN = 297295.3742538 Edm = 0.0457424 NCalls = 792 -VariableMetric: Iteration # 96 - FCN = 297295.2919719 Edm = 0.0310519 NCalls = 794 -VariableMetric: Iteration # 97 - FCN = 297295.2571947 Edm = 0.0237222 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297295.2242619 Edm = 0.00693594 NCalls = 797 -VariableMetric: Iteration # 99 - FCN = 297295.2112343 Edm = 0.00399841 NCalls = 799 -VariableMetric: Iteration # 100 - FCN = 297295.2036873 Edm = 0.00275568 NCalls = 801 -VariableMetric: Iteration # 101 - FCN = 297295.1921298 Edm = 0.00250561 NCalls = 803 -VariableMetric: Iteration # 102 - FCN = 297295.1866447 Edm = 0.00298843 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297295.1793913 Edm = 0.00289199 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297295.1715583 Edm = 0.00305275 NCalls = 809 -VariableMetric: Iteration # 105 - FCN = 297295.165964 Edm = 0.00363393 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297295.1595609 Edm = 0.00219606 NCalls = 814 -VariableMetric: Iteration # 107 - FCN = 297295.1551497 Edm = 0.00140394 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297295.1523599 Edm = 0.00111936 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297295.1494162 Edm = 0.000703008 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297295.1480597 Edm = 0.000695969 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297295.1473483 Edm = 0.000296049 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297295.1466787 Edm = 0.000225614 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297295.1459263 Edm = 0.000181097 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297295.1455129 Edm = 3.81922e-05 NCalls = 831 -VariableMetric: After Hessian - FCN = 297295.1455129 Edm = 0.000671291 NCalls = 1318 -VariableMetric: Iteration # 115 - FCN = 297295.1455129 Edm = 0.000671291 NCalls = 1318 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334593.0798238 Edm = 2420.37 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334593.0798238 Edm = 2420.37 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300575.3978979 Edm = 12.0993 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298746.3484895 Edm = 1.26124 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 298745.8973192 Edm = 1.79844 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 298276.2435487 Edm = 295.583 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 297969.5148527 Edm = 1.82267 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 297968.101284 Edm = 0.0944994 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297967.8129243 Edm = 0.162711 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297922.3371703 Edm = 41.3662 NCalls = 45 -VariableMetric: Iteration # 9 - FCN = 297921.9639858 Edm = 0.322789 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297901.6127679 Edm = 14.8465 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 297837.4997182 Edm = 18.1469 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297824.0651031 Edm = 0.698425 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297823.4938389 Edm = 0.0558053 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297822.7930669 Edm = 0.688469 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297815.0851307 Edm = 6.05405 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297676.8801745 Edm = 59.2907 NCalls = 74 -VariableMetric: Iteration # 17 - FCN = 297619.1849172 Edm = 3.99155 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297611.613984 Edm = 1.50654 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 297609.4881474 Edm = 0.178204 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297609.2941308 Edm = 0.0487316 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297609.1813518 Edm = 0.0762234 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297607.4155401 Edm = 1.33448 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297585.7386215 Edm = 0.146418 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297585.5846612 Edm = 0.00848552 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297585.5021954 Edm = 0.0769854 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297582.4321297 Edm = 2.61163 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297550.4927636 Edm = 2.31236 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297547.8498535 Edm = 0.963106 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297547.1715082 Edm = 0.235521 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297546.8607514 Edm = 0.029251 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297546.6930992 Edm = 0.151265 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297538.4838223 Edm = 9.06136 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297517.4134866 Edm = 13.4277 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297512.1016347 Edm = 2.95123 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297510.4005447 Edm = 0.390815 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297510.0114501 Edm = 0.0345689 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297509.9559682 Edm = 0.00569241 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297509.9128892 Edm = 0.017585 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297509.8673081 Edm = 0.0127292 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297509.2464078 Edm = 0.587233 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297465.3235308 Edm = 18.9309 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297444.4240544 Edm = 1.45173 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297443.3853953 Edm = 0.267837 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297443.1787215 Edm = 0.0264437 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297443.1418696 Edm = 0.00425041 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297443.1330574 Edm = 0.00416889 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297443.0953958 Edm = 0.0164808 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297442.6909628 Edm = 0.351068 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297423.4563885 Edm = 4.2822 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297418.9866118 Edm = 0.809925 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297418.3391821 Edm = 0.263261 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297418.1580005 Edm = 0.0811786 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297418.0801931 Edm = 0.0104767 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297418.0635741 Edm = 0.0118897 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297418.0233365 Edm = 0.041604 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297414.5618261 Edm = 3.3208 NCalls = 191 -VariableMetric: Iteration # 57 - FCN = 297398.1010441 Edm = 23.5539 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297379.8148675 Edm = 16.1125 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297374.7038582 Edm = 1.57176 NCalls = 204 -VariableMetric: Iteration # 60 - FCN = 297369.8041397 Edm = 1.29985 NCalls = 208 -VariableMetric: Iteration # 61 - FCN = 297367.2428653 Edm = 1.18354 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297366.0843472 Edm = 0.573512 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297365.4169619 Edm = 0.576692 NCalls = 217 -VariableMetric: Iteration # 64 - FCN = 297365.0798901 Edm = 0.149347 NCalls = 219 -VariableMetric: Iteration # 65 - FCN = 297364.6873393 Edm = 0.196618 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297364.3142084 Edm = 0.0374782 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297364.2630949 Edm = 0.00744441 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297364.2522527 Edm = 0.00176997 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297364.2494104 Edm = 0.00112129 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297364.2226575 Edm = 0.0259066 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297362.6858241 Edm = 1.58906 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297362.3195786 Edm = 0.339876 NCalls = 241 -VariableMetric: Iteration # 73 - FCN = 297359.3732556 Edm = 2.11867 NCalls = 246 -VariableMetric: Iteration # 74 - FCN = 297353.2641532 Edm = 1.58324 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297352.3983917 Edm = 0.467204 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297352.0060273 Edm = 0.198365 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297351.4661556 Edm = 0.231686 NCalls = 258 -VariableMetric: Iteration # 78 - FCN = 297351.2246864 Edm = 0.277342 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297351.0377104 Edm = 0.0664432 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297350.9351544 Edm = 0.0290711 NCalls = 264 -VariableMetric: Iteration # 81 - FCN = 297350.8928751 Edm = 0.00397792 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 297350.8870233 Edm = 0.000621824 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297350.8858414 Edm = 0.000445708 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297350.8845555 Edm = 0.00185348 NCalls = 272 -VariableMetric: Iteration # 85 - FCN = 297350.871905 Edm = 0.0103854 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297350.6552404 Edm = 0.170261 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297348.9872078 Edm = 1.02926 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297348.2453787 Edm = 0.124031 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297348.1041048 Edm = 0.00735946 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297348.0954183 Edm = 0.000901455 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297348.0946435 Edm = 0.000278349 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297348.0934801 Edm = 0.000586565 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297348.0860997 Edm = 0.00589557 NCalls = 299 -VariableMetric: Iteration # 94 - FCN = 297347.9482457 Edm = 0.144938 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297347.2918614 Edm = 0.479207 NCalls = 308 -VariableMetric: Iteration # 96 - FCN = 297345.3011947 Edm = 0.117268 NCalls = 311 -VariableMetric: Iteration # 97 - FCN = 297345.215703 Edm = 0.106488 NCalls = 313 -VariableMetric: Iteration # 98 - FCN = 297345.1054089 Edm = 0.0464711 NCalls = 316 -VariableMetric: Iteration # 99 - FCN = 297345.0171047 Edm = 0.0241351 NCalls = 319 -VariableMetric: Iteration # 100 - FCN = 297344.9980693 Edm = 0.01229 NCalls = 321 -VariableMetric: Iteration # 101 - FCN = 297344.9880404 Edm = 0.00206468 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297344.9857465 Edm = 0.00032662 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297344.9854105 Edm = 2.43483e-05 NCalls = 327 -VariableMetric: After Hessian - FCN = 297344.9854105 Edm = 2.95239 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297344.9854105 Edm = 2.95239 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297340.5227811 Edm = 7.48976 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297339.0133123 Edm = 0.880378 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297338.273136 Edm = 0.429393 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297337.8953556 Edm = 0.855182 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297335.6779296 Edm = 2.80851 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 297335.2511332 Edm = 1.31303 NCalls = 834 -VariableMetric: Iteration # 111 - FCN = 297333.5562271 Edm = 0.702815 NCalls = 837 -VariableMetric: Iteration # 112 - FCN = 297332.6937433 Edm = 0.481414 NCalls = 839 -VariableMetric: Iteration # 113 - FCN = 297332.5323422 Edm = 0.0864214 NCalls = 842 -VariableMetric: Iteration # 114 - FCN = 297332.4375624 Edm = 0.0149003 NCalls = 844 -VariableMetric: Iteration # 115 - FCN = 297332.4121371 Edm = 0.016612 NCalls = 846 -VariableMetric: Iteration # 116 - FCN = 297332.3894695 Edm = 0.0110638 NCalls = 848 -VariableMetric: Iteration # 117 - FCN = 297332.3684202 Edm = 0.00274982 NCalls = 850 -VariableMetric: Iteration # 118 - FCN = 297332.3622708 Edm = 0.00112594 NCalls = 852 -VariableMetric: Iteration # 119 - FCN = 297332.3598224 Edm = 0.000271983 NCalls = 854 -VariableMetric: Iteration # 120 - FCN = 297332.3594306 Edm = 6.64226e-05 NCalls = 856 -VariableMetric: After Hessian - FCN = 297332.3594306 Edm = 0.000366139 NCalls = 1343 -VariableMetric: Iteration # 121 - FCN = 297332.3594306 Edm = 0.000366139 NCalls = 1343 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304721.3751919 Edm = 23.3365 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304721.3751919 Edm = 23.3365 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301721.0293961 Edm = 3.2083 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 301538.4858221 Edm = 489.362 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 301444.9676893 Edm = 42.1993 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299529.8435059 Edm = 1182.74 NCalls = 32 -VariableMetric: Iteration # 5 - FCN = 298914.6429187 Edm = 369.677 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 298588.5624485 Edm = 45.3942 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298510.9930612 Edm = 8.03231 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 298495.28776 Edm = 2.17057 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 298471.9794338 Edm = 15.3229 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 298114.8693454 Edm = 176.097 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 297625.8447181 Edm = 6.8416 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297618.1298976 Edm = 2.11678 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297617.1114753 Edm = 0.0767147 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297616.9974706 Edm = 0.0322899 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297570.2472819 Edm = 14.8977 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297463.4863914 Edm = 29.6188 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297416.1594276 Edm = 0.127733 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297415.9854313 Edm = 0.00593784 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297415.9495846 Edm = 0.034828 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297414.4063277 Edm = 1.32622 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297388.322834 Edm = 1.39293 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297386.5398017 Edm = 0.0238438 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297386.4997731 Edm = 0.0162198 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297386.0255802 Edm = 0.483615 NCalls = 95 -VariableMetric: Iteration # 25 - FCN = 297367.4911191 Edm = 0.9419 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297348.1787795 Edm = 5.21781 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297337.3093226 Edm = 1.36296 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297336.0817066 Edm = 0.166605 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297335.9413117 Edm = 0.0372719 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297335.8954349 Edm = 0.0031132 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297335.888617 Edm = 0.00330033 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297335.2351117 Edm = 0.591722 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297330.0225411 Edm = 0.33372 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297329.7365306 Edm = 0.0156202 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297329.7173573 Edm = 0.00161518 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297329.714477 Edm = 0.00164531 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297329.6741913 Edm = 0.0398718 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297328.1582389 Edm = 0.0384027 NCalls = 141 -VariableMetric: Iteration # 39 - FCN = 297320.8460031 Edm = 1.21614 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297319.7565411 Edm = 0.620144 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297319.367087 Edm = 0.130926 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297319.3034406 Edm = 0.0192454 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297319.2783858 Edm = 0.00393159 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297319.2682933 Edm = 0.00522983 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297319.2384896 Edm = 0.0186717 NCalls = 156 -VariableMetric: Iteration # 46 - FCN = 297319.0517467 Edm = 0.176867 NCalls = 159 -VariableMetric: Iteration # 47 - FCN = 297316.9927211 Edm = 2.22895 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297316.5487709 Edm = 0.455799 NCalls = 168 -VariableMetric: Iteration # 49 - FCN = 297307.2665441 Edm = 24.2942 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 297307.2169738 Edm = 0.0552135 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 297307.0495331 Edm = 0.307092 NCalls = 181 -VariableMetric: Iteration # 52 - FCN = 297305.1338567 Edm = 2.23789 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297303.5506866 Edm = 1.57231 NCalls = 191 -VariableMetric: Iteration # 54 - FCN = 297299.3929796 Edm = 4.01395 NCalls = 198 -VariableMetric: Iteration # 55 - FCN = 297299.0938596 Edm = 0.38302 NCalls = 202 -VariableMetric: Iteration # 56 - FCN = 297297.2748882 Edm = 2.03732 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297283.9410576 Edm = 3.64704 NCalls = 215 -VariableMetric: Iteration # 58 - FCN = 297282.2319895 Edm = 1.51372 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297279.8826815 Edm = 0.591227 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297278.9413136 Edm = 0.129696 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297278.7986331 Edm = 0.00774442 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297278.789931 Edm = 0.00266019 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297278.7852504 Edm = 0.0014462 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297278.7776973 Edm = 0.00493778 NCalls = 229 -VariableMetric: Iteration # 65 - FCN = 297278.6437716 Edm = 0.115386 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297274.3084643 Edm = 1.55053 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297272.4944815 Edm = 0.0851941 NCalls = 239 -VariableMetric: Iteration # 68 - FCN = 297272.4297713 Edm = 0.00274822 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297272.4271827 Edm = 0.000532048 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297272.421282 Edm = 0.00525885 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297271.7910123 Edm = 0.501715 NCalls = 250 -VariableMetric: Iteration # 72 - FCN = 297270.1725185 Edm = 0.323362 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297269.9663246 Edm = 0.0372282 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297269.91411 Edm = 0.00514673 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297269.9063706 Edm = 0.000184129 NCalls = 259 -VariableMetric: Iteration # 76 - FCN = 297269.9061327 Edm = 5.3327e-05 NCalls = 261 -VariableMetric: After Hessian - FCN = 297269.9061327 Edm = 1413.63 NCalls = 732 -VariableMetric: Iteration # 77 - FCN = 297269.9061327 Edm = 1413.63 NCalls = 732 -VariableMetric: Iteration # 78 - FCN = 297269.7828476 Edm = 1531.19 NCalls = 740 -VariableMetric: Iteration # 79 - FCN = 297269.5532941 Edm = 7462.5 NCalls = 744 -VariableMetric: Iteration # 80 - FCN = 297269.5209343 Edm = 4952.23 NCalls = 748 -VariableMetric: Iteration # 81 - FCN = 297269.3658854 Edm = 903.329 NCalls = 752 -VariableMetric: Iteration # 82 - FCN = 297269.0559226 Edm = 4918.42 NCalls = 755 -VariableMetric: Iteration # 83 - FCN = 297268.8623504 Edm = 264.271 NCalls = 759 -VariableMetric: Iteration # 84 - FCN = 297268.541475 Edm = 152.718 NCalls = 762 -VariableMetric: Iteration # 85 - FCN = 297268.3338083 Edm = 100.309 NCalls = 765 -VariableMetric: Iteration # 86 - FCN = 297268.1475018 Edm = 186.288 NCalls = 768 -VariableMetric: Iteration # 87 - FCN = 297267.2768114 Edm = 242.91 NCalls = 771 -VariableMetric: Iteration # 88 - FCN = 297266.6773818 Edm = 57.3001 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297265.9617626 Edm = 15.8077 NCalls = 777 -VariableMetric: Iteration # 90 - FCN = 297265.8581347 Edm = 34.189 NCalls = 780 -VariableMetric: Iteration # 91 - FCN = 297265.4285055 Edm = 17.1601 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297265.0740351 Edm = 5.99688 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297264.8350076 Edm = 9.69887 NCalls = 786 -VariableMetric: Iteration # 94 - FCN = 297264.6648757 Edm = 1.99547 NCalls = 788 -VariableMetric: Iteration # 95 - FCN = 297264.4868058 Edm = 6.19825 NCalls = 790 -VariableMetric: Iteration # 96 - FCN = 297264.3859079 Edm = 0.56627 NCalls = 792 -VariableMetric: Iteration # 97 - FCN = 297264.2258241 Edm = 0.526991 NCalls = 794 -VariableMetric: Iteration # 98 - FCN = 297264.1771412 Edm = 0.18235 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297264.121168 Edm = 0.0408945 NCalls = 798 -VariableMetric: Iteration # 100 - FCN = 297264.098795 Edm = 0.00894308 NCalls = 800 -VariableMetric: Iteration # 101 - FCN = 297264.0936108 Edm = 0.00801551 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297264.0919508 Edm = 0.00848066 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297264.0902173 Edm = 0.00363408 NCalls = 806 -VariableMetric: Iteration # 104 - FCN = 297264.0880665 Edm = 0.000422621 NCalls = 808 -VariableMetric: Iteration # 105 - FCN = 297264.0877565 Edm = 0.000288696 NCalls = 810 -VariableMetric: Iteration # 106 - FCN = 297264.0876346 Edm = 9.17717e-06 NCalls = 812 -VariableMetric: After Hessian - FCN = 297264.0876346 Edm = 1.02339e-05 NCalls = 1297 -VariableMetric: Iteration # 107 - FCN = 297264.0876346 Edm = 1.02339e-05 NCalls = 1297 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307820.324417 Edm = 10.997 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307820.324417 Edm = 10.997 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306433.3633456 Edm = 8.73649 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 306361.8421058 Edm = 28.3404 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 302652.6534782 Edm = 20.4414 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 302588.00067 Edm = 19.1707 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 302225.4822367 Edm = 2.15849 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302222.9289334 Edm = 3.72176 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 301945.5235477 Edm = 215.955 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 299379.9930425 Edm = 3.7906 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 299378.9336601 Edm = 19.5694 NCalls = 45 -VariableMetric: Iteration # 10 - FCN = 299377.7215096 Edm = 0.810334 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 299376.1078044 Edm = 0.535443 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 299330.6412316 Edm = 39.5889 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 299307.729597 Edm = 1.39894 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 299305.0956768 Edm = 1.55718 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 299274.9541539 Edm = 17.8931 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 299198.7323432 Edm = 3.89588 NCalls = 67 -VariableMetric: Iteration # 17 - FCN = 299174.1244068 Edm = 5.06708 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 299168.2003003 Edm = 6.96281 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 299156.7246418 Edm = 3.63944 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 299152.1155818 Edm = 3.29834 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 299149.9761767 Edm = 1.68302 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 299143.1061032 Edm = 1.04764 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 299139.8493356 Edm = 7.64804 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 299136.4536214 Edm = 0.741084 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 299135.9287465 Edm = 0.57819 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 299134.1261787 Edm = 1.34563 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 299132.6837307 Edm = 1.44236 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 299130.8649214 Edm = 0.476574 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 299129.710581 Edm = 1.35252 NCalls = 105 -VariableMetric: Iteration # 30 - FCN = 299129.0566381 Edm = 1.02999 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 299127.2287143 Edm = 0.38348 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 299125.5867091 Edm = 0.977795 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 299125.2727309 Edm = 1.47099 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 299124.1302209 Edm = 0.196829 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 299123.8231195 Edm = 0.550349 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 299123.0244832 Edm = 0.100123 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 299122.9357724 Edm = 0.116427 NCalls = 129 -VariableMetric: Iteration # 38 - FCN = 299122.9004955 Edm = 0.0255994 NCalls = 131 -VariableMetric: Iteration # 39 - FCN = 299122.6918711 Edm = 0.119308 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 299122.3020011 Edm = 0.398692 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 299119.9359748 Edm = 4.13326 NCalls = 144 -VariableMetric: Iteration # 42 - FCN = 299098.6233233 Edm = 72.494 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 299097.7029264 Edm = 1.14945 NCalls = 154 -VariableMetric: Iteration # 44 - FCN = 299095.5021866 Edm = 2.35889 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 299056.5910989 Edm = 27.4328 NCalls = 165 -VariableMetric: Iteration # 46 - FCN = 299019.7769982 Edm = 23.1643 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 298985.117819 Edm = 18.3388 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 298961.8387578 Edm = 10.9277 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 298956.3365399 Edm = 2.1113 NCalls = 176 -VariableMetric: Iteration # 50 - FCN = 298954.8408386 Edm = 0.27978 NCalls = 178 -VariableMetric: Iteration # 51 - FCN = 298954.09678 Edm = 0.555693 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 298949.0270997 Edm = 1.05009 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 298947.5263411 Edm = 2.09613 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 298946.4386684 Edm = 0.390246 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 298945.6898337 Edm = 0.0994069 NCalls = 192 -VariableMetric: Iteration # 56 - FCN = 298945.5678638 Edm = 0.0208857 NCalls = 194 -VariableMetric: Iteration # 57 - FCN = 298945.5349154 Edm = 0.0255221 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 298945.2790462 Edm = 0.232999 NCalls = 200 -VariableMetric: Iteration # 59 - FCN = 298932.5619612 Edm = 13.0635 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 298930.2227024 Edm = 2.96965 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 298923.3451825 Edm = 1.05506 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 298921.9865662 Edm = 0.224144 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 298921.5907961 Edm = 0.0373433 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 298921.5352143 Edm = 0.0136878 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 298921.4747819 Edm = 0.0481984 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 298916.1241454 Edm = 5.3577 NCalls = 230 -VariableMetric: Iteration # 67 - FCN = 298899.9697691 Edm = 9.96447 NCalls = 233 -VariableMetric: Iteration # 68 - FCN = 298890.7917894 Edm = 0.768768 NCalls = 236 -VariableMetric: Iteration # 69 - FCN = 298889.6765403 Edm = 0.386784 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 298888.2506776 Edm = 0.24791 NCalls = 243 -VariableMetric: Iteration # 71 - FCN = 298888.0830998 Edm = 0.10057 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 298888.0074949 Edm = 0.0143447 NCalls = 246 -VariableMetric: Iteration # 73 - FCN = 298887.9699457 Edm = 0.00695776 NCalls = 248 -VariableMetric: Iteration # 74 - FCN = 298887.959269 Edm = 0.00232738 NCalls = 250 -VariableMetric: Iteration # 75 - FCN = 298887.9455411 Edm = 0.0141808 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 298887.8358387 Edm = 0.0949906 NCalls = 258 -VariableMetric: Iteration # 77 - FCN = 298881.0852068 Edm = 3.28264 NCalls = 263 -VariableMetric: Iteration # 78 - FCN = 298878.1774617 Edm = 1.58481 NCalls = 265 -VariableMetric: Iteration # 79 - FCN = 298877.3725597 Edm = 0.15249 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 298877.1585243 Edm = 0.0594718 NCalls = 269 -VariableMetric: Iteration # 81 - FCN = 298876.7538156 Edm = 0.266873 NCalls = 273 -VariableMetric: Iteration # 82 - FCN = 298876.5265159 Edm = 0.0889907 NCalls = 275 -VariableMetric: Iteration # 83 - FCN = 298876.4045703 Edm = 0.0207718 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 298876.3605468 Edm = 0.00557997 NCalls = 281 -VariableMetric: Iteration # 85 - FCN = 298876.3511554 Edm = 0.00125005 NCalls = 283 -VariableMetric: Iteration # 86 - FCN = 298876.3492407 Edm = 0.00244139 NCalls = 285 -VariableMetric: Iteration # 87 - FCN = 298876.3426934 Edm = 0.00509878 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 298876.2567077 Edm = 0.0730282 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 298875.956127 Edm = 0.440322 NCalls = 298 -VariableMetric: Iteration # 90 - FCN = 298875.6201062 Edm = 1.05631 NCalls = 302 -VariableMetric: Iteration # 91 - FCN = 298874.0543008 Edm = 2.18478 NCalls = 307 -VariableMetric: Iteration # 92 - FCN = 298872.2683731 Edm = 1.00679 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 298870.5692826 Edm = 0.263062 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 298870.3228253 Edm = 0.0144006 NCalls = 316 -VariableMetric: Iteration # 95 - FCN = 298870.3132708 Edm = 0.000288167 NCalls = 318 -VariableMetric: Iteration # 96 - FCN = 298870.311774 Edm = 0.00122414 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 298870.0592542 Edm = 0.106726 NCalls = 328 -VariableMetric: Iteration # 98 - FCN = 298869.8529764 Edm = 0.0641798 NCalls = 331 -VariableMetric: Iteration # 99 - FCN = 298869.7778059 Edm = 0.0425151 NCalls = 333 -VariableMetric: Iteration # 100 - FCN = 298869.3164122 Edm = 0.155601 NCalls = 337 -VariableMetric: Iteration # 101 - FCN = 298868.8497011 Edm = 0.188275 NCalls = 339 -VariableMetric: Iteration # 102 - FCN = 298868.086622 Edm = 0.166559 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 298867.9401488 Edm = 0.199033 NCalls = 347 -VariableMetric: Iteration # 104 - FCN = 298867.7559833 Edm = 0.0586492 NCalls = 349 -VariableMetric: Iteration # 105 - FCN = 298867.5587548 Edm = 0.102249 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 298867.4302053 Edm = 0.0568099 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 298867.3613049 Edm = 0.0141143 NCalls = 358 -VariableMetric: Iteration # 108 - FCN = 298867.3326383 Edm = 0.00586653 NCalls = 361 -VariableMetric: Iteration # 109 - FCN = 298867.3259407 Edm = 0.00351403 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 298867.3234171 Edm = 0.000336475 NCalls = 365 -VariableMetric: Iteration # 111 - FCN = 298867.322818 Edm = 0.000125713 NCalls = 367 -VariableMetric: Iteration # 112 - FCN = 298867.3213545 Edm = 0.00118241 NCalls = 370 -VariableMetric: Iteration # 113 - FCN = 298867.2438232 Edm = 0.0814819 NCalls = 375 -VariableMetric: Iteration # 114 - FCN = 298866.7124817 Edm = 1.42153 NCalls = 381 -VariableMetric: Iteration # 115 - FCN = 298866.6914222 Edm = 0.00341235 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 298866.6857082 Edm = 0.00259212 NCalls = 385 -VariableMetric: Iteration # 117 - FCN = 298866.6699334 Edm = 0.00310109 NCalls = 388 -VariableMetric: Iteration # 118 - FCN = 298866.6294093 Edm = 0.0340291 NCalls = 391 -VariableMetric: Iteration # 119 - FCN = 298865.9555756 Edm = 0.138588 NCalls = 395 -VariableMetric: Iteration # 120 - FCN = 298865.8423439 Edm = 0.0946632 NCalls = 398 -VariableMetric: Iteration # 121 - FCN = 298865.7075627 Edm = 0.0403048 NCalls = 401 -VariableMetric: Iteration # 122 - FCN = 298865.6525081 Edm = 0.0253034 NCalls = 404 -VariableMetric: Iteration # 123 - FCN = 298865.628373 Edm = 0.00615921 NCalls = 406 -VariableMetric: Iteration # 124 - FCN = 298865.6182338 Edm = 0.00237535 NCalls = 409 -VariableMetric: Iteration # 125 - FCN = 298865.6160931 Edm = 0.000181857 NCalls = 411 -VariableMetric: Iteration # 126 - FCN = 298865.6158294 Edm = 3.11134e-05 NCalls = 413 -VariableMetric: After Hessian - FCN = 298865.6158294 Edm = 4.82083 NCalls = 886 -VariableMetric: Iteration # 127 - FCN = 298865.6158294 Edm = 4.82083 NCalls = 886 -VariableMetric: Iteration # 128 - FCN = 298863.0307859 Edm = 0.253205 NCalls = 888 -VariableMetric: Iteration # 129 - FCN = 298862.815813 Edm = 0.0263187 NCalls = 890 -VariableMetric: Iteration # 130 - FCN = 298862.791598 Edm = 0.00194719 NCalls = 891 -VariableMetric: Iteration # 131 - FCN = 298862.788682 Edm = 0.000162497 NCalls = 893 -VariableMetric: Iteration # 132 - FCN = 298862.7883112 Edm = 3.61193e-05 NCalls = 895 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338874.6507056 Edm = 66.7711 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338874.6507056 Edm = 66.7711 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299955.6667668 Edm = 134.612 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 297989.5613681 Edm = 8.82393e+06 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 297989.5613681 Edm = 8.82393e+06 NCalls = 27 -VariableMetric: After Hessian - FCN = 297989.5613681 Edm = 158477 NCalls = 528 -VariableMetric: Iteration # 4 - FCN = 297989.5613681 Edm = 158477 NCalls = 528 -VariableMetric: Iteration # 5 - FCN = 297951.6349284 Edm = 543781 NCalls = 536 -VariableMetric: Iteration # 6 - FCN = 297877.8499644 Edm = 15.4388 NCalls = 538 -VariableMetric: Iteration # 7 - FCN = 297841.2647382 Edm = 157.48 NCalls = 541 -VariableMetric: Iteration # 8 - FCN = 297841.2647382 Edm = 157.48 NCalls = 552 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324511.0829706 Edm = 1798.73 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324511.0829706 Edm = 1798.73 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301485.3321303 Edm = 2.77461 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299642.3108445 Edm = 16.2459 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 299632.7644325 Edm = 18.5067 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 299561.4591474 Edm = 90.9785 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 299467.2976159 Edm = 150.246 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299190.9222474 Edm = 16.4335 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 299102.9522974 Edm = 7.64915 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 299061.9004512 Edm = 10.0616 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 299011.3583019 Edm = 37.1574 NCalls = 52 -VariableMetric: Iteration # 10 - FCN = 298933.2592678 Edm = 133.238 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298856.6495952 Edm = 153.975 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 298487.7896788 Edm = 278.356 NCalls = 66 -VariableMetric: Iteration # 13 - FCN = 298259.4851323 Edm = 42.3452 NCalls = 73 -VariableMetric: Iteration # 14 - FCN = 298247.8339397 Edm = 6.02233 NCalls = 75 -VariableMetric: Iteration # 15 - FCN = 298245.4614923 Edm = 1.97905 NCalls = 77 -VariableMetric: Iteration # 16 - FCN = 298196.9043113 Edm = 62.9521 NCalls = 82 -VariableMetric: Iteration # 17 - FCN = 297828.7992898 Edm = 2.27368 NCalls = 88 -VariableMetric: Iteration # 18 - FCN = 297820.332581 Edm = 1.37134 NCalls = 92 -VariableMetric: Iteration # 19 - FCN = 297818.0768708 Edm = 0.306237 NCalls = 94 -VariableMetric: Iteration # 20 - FCN = 297817.2169495 Edm = 0.141388 NCalls = 98 -VariableMetric: Iteration # 21 - FCN = 297816.8783257 Edm = 0.0830121 NCalls = 100 -VariableMetric: Iteration # 22 - FCN = 297815.9634954 Edm = 0.477066 NCalls = 104 -VariableMetric: Iteration # 23 - FCN = 297810.2603507 Edm = 2.909 NCalls = 108 -VariableMetric: Iteration # 24 - FCN = 297801.010808 Edm = 11.3583 NCalls = 112 -VariableMetric: Iteration # 25 - FCN = 297799.445942 Edm = 2.62676 NCalls = 114 -VariableMetric: Iteration # 26 - FCN = 297795.6956536 Edm = 1.62043 NCalls = 117 -VariableMetric: Iteration # 27 - FCN = 297794.3674903 Edm = 0.739999 NCalls = 119 -VariableMetric: Iteration # 28 - FCN = 297792.2376393 Edm = 0.512662 NCalls = 121 -VariableMetric: Iteration # 29 - FCN = 297689.4100586 Edm = 49.4664 NCalls = 130 -VariableMetric: Iteration # 30 - FCN = 297676.0184981 Edm = 62.7452 NCalls = 132 -VariableMetric: Iteration # 31 - FCN = 297659.5256569 Edm = 65.1125 NCalls = 134 -VariableMetric: Iteration # 32 - FCN = 297626.1512436 Edm = 19.1988 NCalls = 136 -VariableMetric: Iteration # 33 - FCN = 297593.8817758 Edm = 22.3988 NCalls = 142 -VariableMetric: Iteration # 34 - FCN = 297588.3802912 Edm = 5.38814 NCalls = 144 -VariableMetric: Iteration # 35 - FCN = 297582.6247455 Edm = 0.928051 NCalls = 146 -VariableMetric: Iteration # 36 - FCN = 297581.9357739 Edm = 0.437953 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297570.1659629 Edm = 12.4555 NCalls = 152 -VariableMetric: Iteration # 38 - FCN = 297557.0694587 Edm = 10.7287 NCalls = 156 -VariableMetric: Iteration # 39 - FCN = 297437.6914261 Edm = 1.11533 NCalls = 160 -VariableMetric: Iteration # 40 - FCN = 297436.0553985 Edm = 0.078879 NCalls = 162 -VariableMetric: Iteration # 41 - FCN = 297435.8359302 Edm = 0.0473901 NCalls = 164 -VariableMetric: Iteration # 42 - FCN = 297435.3293338 Edm = 0.362831 NCalls = 167 -VariableMetric: Iteration # 43 - FCN = 297401.1529181 Edm = 12.6557 NCalls = 174 -VariableMetric: Iteration # 44 - FCN = 297360.8057363 Edm = 7.68789 NCalls = 179 -VariableMetric: Iteration # 45 - FCN = 297348.8654758 Edm = 1.57983 NCalls = 182 -VariableMetric: Iteration # 46 - FCN = 297341.1584455 Edm = 3.23106 NCalls = 187 -VariableMetric: Iteration # 47 - FCN = 297329.2562679 Edm = 27.5386 NCalls = 193 -VariableMetric: Iteration # 48 - FCN = 297319.8566028 Edm = 29.0986 NCalls = 200 -VariableMetric: Iteration # 49 - FCN = 297304.852213 Edm = 27.0446 NCalls = 204 -VariableMetric: Iteration # 50 - FCN = 297220.253165 Edm = 19.0559 NCalls = 209 -VariableMetric: Iteration # 51 - FCN = 297213.8998963 Edm = 10.487 NCalls = 211 -VariableMetric: Iteration # 52 - FCN = 297207.7354876 Edm = 0.219553 NCalls = 213 -VariableMetric: Iteration # 53 - FCN = 297207.3796436 Edm = 0.0480504 NCalls = 215 -VariableMetric: Iteration # 54 - FCN = 297207.2653056 Edm = 0.05779 NCalls = 217 -VariableMetric: Iteration # 55 - FCN = 297203.2508038 Edm = 1.72524 NCalls = 224 -VariableMetric: Iteration # 56 - FCN = 297201.3192903 Edm = 5.85501 NCalls = 225 -VariableMetric: Iteration # 57 - FCN = 297198.7240467 Edm = 0.959396 NCalls = 227 -VariableMetric: Iteration # 58 - FCN = 297195.6713208 Edm = 1.93246 NCalls = 230 -VariableMetric: Iteration # 59 - FCN = 297185.219945 Edm = 10.3254 NCalls = 233 -VariableMetric: Iteration # 60 - FCN = 297156.8461989 Edm = 7.74439 NCalls = 235 -VariableMetric: Iteration # 61 - FCN = 297146.7674695 Edm = 1.19939 NCalls = 237 -VariableMetric: Iteration # 62 - FCN = 297145.575982 Edm = 0.134033 NCalls = 238 -VariableMetric: Iteration # 63 - FCN = 297145.4523196 Edm = 0.0148798 NCalls = 240 -VariableMetric: Iteration # 64 - FCN = 297145.4365287 Edm = 0.00313486 NCalls = 242 -VariableMetric: Iteration # 65 - FCN = 297145.3994609 Edm = 0.0296506 NCalls = 245 -VariableMetric: Iteration # 66 - FCN = 297144.0759272 Edm = 0.868996 NCalls = 250 -VariableMetric: Iteration # 67 - FCN = 297136.3534015 Edm = 3.06319 NCalls = 253 -VariableMetric: Iteration # 68 - FCN = 297128.4160583 Edm = 2.39232 NCalls = 256 -VariableMetric: Iteration # 69 - FCN = 297126.2349002 Edm = 0.369977 NCalls = 258 -VariableMetric: Iteration # 70 - FCN = 297125.4523107 Edm = 0.2913 NCalls = 260 -VariableMetric: Iteration # 71 - FCN = 297123.723642 Edm = 1.07515 NCalls = 265 -VariableMetric: Iteration # 72 - FCN = 297123.0367767 Edm = 1.6145 NCalls = 268 -VariableMetric: Iteration # 73 - FCN = 297121.8489567 Edm = 0.551337 NCalls = 271 -VariableMetric: Iteration # 74 - FCN = 297121.1884765 Edm = 0.367543 NCalls = 273 -VariableMetric: Iteration # 75 - FCN = 297120.6479138 Edm = 0.111378 NCalls = 276 -VariableMetric: Iteration # 76 - FCN = 297120.5218081 Edm = 0.00410406 NCalls = 278 -VariableMetric: Iteration # 77 - FCN = 297120.5160925 Edm = 0.00214688 NCalls = 280 -VariableMetric: Iteration # 78 - FCN = 297120.4917737 Edm = 0.023207 NCalls = 284 -VariableMetric: Iteration # 79 - FCN = 297119.6967646 Edm = 0.730838 NCalls = 291 -VariableMetric: Iteration # 80 - FCN = 297115.2868315 Edm = 0.468036 NCalls = 295 -VariableMetric: Iteration # 81 - FCN = 297114.6824357 Edm = 0.0185013 NCalls = 298 -VariableMetric: Iteration # 82 - FCN = 297114.6628165 Edm = 0.00243252 NCalls = 299 -VariableMetric: Iteration # 83 - FCN = 297114.6605079 Edm = 0.000637157 NCalls = 300 -VariableMetric: Iteration # 84 - FCN = 297114.6587623 Edm = 0.000727863 NCalls = 302 -VariableMetric: Iteration # 85 - FCN = 297114.6480048 Edm = 0.00873333 NCalls = 305 -VariableMetric: Iteration # 86 - FCN = 297112.2567807 Edm = 0.751288 NCalls = 311 -VariableMetric: Iteration # 87 - FCN = 297111.2530573 Edm = 0.0481303 NCalls = 313 -VariableMetric: Iteration # 88 - FCN = 297111.2115856 Edm = 0.00066411 NCalls = 315 -VariableMetric: Iteration # 89 - FCN = 297111.2107372 Edm = 0.000127185 NCalls = 317 -VariableMetric: Iteration # 90 - FCN = 297111.2103747 Edm = 0.000169415 NCalls = 319 -VariableMetric: Iteration # 91 - FCN = 297111.206771 Edm = 0.00336078 NCalls = 323 -VariableMetric: Iteration # 92 - FCN = 297110.777169 Edm = 0.324416 NCalls = 328 -VariableMetric: Iteration # 93 - FCN = 297108.7042519 Edm = 0.756852 NCalls = 332 -VariableMetric: Iteration # 94 - FCN = 297108.0086028 Edm = 0.16844 NCalls = 334 -VariableMetric: Iteration # 95 - FCN = 297107.8554206 Edm = 0.00151996 NCalls = 336 -VariableMetric: Iteration # 96 - FCN = 297107.8537137 Edm = 4.80461e-05 NCalls = 338 -VariableMetric: After Hessian - FCN = 297107.8537137 Edm = 1991.64 NCalls = 813 -VariableMetric: Iteration # 97 - FCN = 297107.8537137 Edm = 1991.64 NCalls = 813 -VariableMetric: Iteration # 98 - FCN = 297105.2333781 Edm = 26328.6 NCalls = 819 -VariableMetric: Iteration # 99 - FCN = 297104.994085 Edm = 2041.57 NCalls = 826 -VariableMetric: Iteration # 100 - FCN = 297104.9246183 Edm = 1224.36 NCalls = 830 -VariableMetric: Iteration # 101 - FCN = 297104.7144003 Edm = 1245.65 NCalls = 834 -VariableMetric: Iteration # 102 - FCN = 297104.6219225 Edm = 620.768 NCalls = 838 -VariableMetric: Iteration # 103 - FCN = 297103.1439419 Edm = 723.752 NCalls = 841 -VariableMetric: Iteration # 104 - FCN = 297102.3879794 Edm = 557.417 NCalls = 844 -VariableMetric: Iteration # 105 - FCN = 297101.5299931 Edm = 298.611 NCalls = 847 -VariableMetric: Iteration # 106 - FCN = 297100.7506272 Edm = 83.7086 NCalls = 850 -VariableMetric: Iteration # 107 - FCN = 297100.6139424 Edm = 8.84951 NCalls = 853 -VariableMetric: Iteration # 108 - FCN = 297099.8697458 Edm = 30.278 NCalls = 855 -VariableMetric: Iteration # 109 - FCN = 297099.3173424 Edm = 16.6933 NCalls = 857 -VariableMetric: Iteration # 110 - FCN = 297098.766474 Edm = 7.5263 NCalls = 859 -VariableMetric: Iteration # 111 - FCN = 297098.2145683 Edm = 10.5118 NCalls = 861 -VariableMetric: Iteration # 112 - FCN = 297097.0973275 Edm = 15.8103 NCalls = 863 -VariableMetric: Iteration # 113 - FCN = 297096.3828592 Edm = 4.96759 NCalls = 865 -VariableMetric: Iteration # 114 - FCN = 297095.9837233 Edm = 3.59171 NCalls = 867 -VariableMetric: Iteration # 115 - FCN = 297095.5570524 Edm = 1.7235 NCalls = 869 -VariableMetric: Iteration # 116 - FCN = 297095.3163709 Edm = 1.31772 NCalls = 871 -VariableMetric: Iteration # 117 - FCN = 297095.0679627 Edm = 2.99507 NCalls = 873 -VariableMetric: Iteration # 118 - FCN = 297094.7966563 Edm = 2.17951 NCalls = 875 -VariableMetric: Iteration # 119 - FCN = 297094.4235131 Edm = 2.36135 NCalls = 877 -VariableMetric: Iteration # 120 - FCN = 297093.9975108 Edm = 1.72606 NCalls = 879 -VariableMetric: Iteration # 121 - FCN = 297092.7386392 Edm = 3.78723 NCalls = 881 -VariableMetric: Iteration # 122 - FCN = 297091.1901099 Edm = 7.41098 NCalls = 883 -VariableMetric: Iteration # 123 - FCN = 297091.0005184 Edm = 3.93041 NCalls = 885 -VariableMetric: Iteration # 124 - FCN = 297090.2768937 Edm = 4.56915 NCalls = 887 -VariableMetric: Iteration # 125 - FCN = 297090.0543682 Edm = 2.08343 NCalls = 889 -VariableMetric: Iteration # 126 - FCN = 297089.4019881 Edm = 0.686974 NCalls = 891 -VariableMetric: Iteration # 127 - FCN = 297089.0031064 Edm = 0.37922 NCalls = 894 -VariableMetric: Iteration # 128 - FCN = 297088.860785 Edm = 0.190101 NCalls = 897 -VariableMetric: Iteration # 129 - FCN = 297088.8037579 Edm = 0.0577541 NCalls = 899 -VariableMetric: Iteration # 130 - FCN = 297088.7626174 Edm = 0.0144712 NCalls = 901 -VariableMetric: Iteration # 131 - FCN = 297088.7326093 Edm = 0.0107575 NCalls = 904 -VariableMetric: Iteration # 132 - FCN = 297088.7176541 Edm = 0.0101986 NCalls = 906 -VariableMetric: Iteration # 133 - FCN = 297088.7047774 Edm = 0.0101453 NCalls = 910 -VariableMetric: Iteration # 134 - FCN = 297088.6801444 Edm = 0.0172858 NCalls = 914 -VariableMetric: Iteration # 135 - FCN = 297088.6670385 Edm = 0.0125233 NCalls = 918 -VariableMetric: Iteration # 136 - FCN = 297088.6533403 Edm = 0.00952442 NCalls = 921 -VariableMetric: Iteration # 137 - FCN = 297088.6441928 Edm = 0.0056386 NCalls = 923 -VariableMetric: Iteration # 138 - FCN = 297088.637512 Edm = 0.00501796 NCalls = 925 -VariableMetric: Iteration # 139 - FCN = 297088.6252784 Edm = 0.00705041 NCalls = 928 -VariableMetric: Iteration # 140 - FCN = 297088.6051437 Edm = 0.0184051 NCalls = 931 -VariableMetric: Iteration # 141 - FCN = 297088.5859677 Edm = 0.0231126 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297088.5512737 Edm = 0.00967893 NCalls = 938 -VariableMetric: Iteration # 143 - FCN = 297088.5401569 Edm = 0.0119567 NCalls = 940 -VariableMetric: Iteration # 144 - FCN = 297088.5322009 Edm = 0.0080188 NCalls = 942 -VariableMetric: Iteration # 145 - FCN = 297088.5198085 Edm = 0.00941031 NCalls = 945 -VariableMetric: Iteration # 146 - FCN = 297088.5158363 Edm = 0.0133264 NCalls = 947 -VariableMetric: Iteration # 147 - FCN = 297088.5012415 Edm = 0.0110392 NCalls = 950 -VariableMetric: Iteration # 148 - FCN = 297088.4897269 Edm = 0.011428 NCalls = 954 -VariableMetric: Iteration # 149 - FCN = 297088.4766835 Edm = 0.0120544 NCalls = 957 -VariableMetric: Iteration # 150 - FCN = 297088.4680017 Edm = 0.0074756 NCalls = 959 -VariableMetric: Iteration # 151 - FCN = 297088.4524405 Edm = 0.00582179 NCalls = 962 -VariableMetric: Iteration # 152 - FCN = 297088.4347904 Edm = 0.0120187 NCalls = 965 -VariableMetric: Iteration # 153 - FCN = 297088.4288973 Edm = 0.00708424 NCalls = 967 -VariableMetric: Iteration # 154 - FCN = 297088.4189507 Edm = 0.00264835 NCalls = 970 -VariableMetric: Iteration # 155 - FCN = 297088.4120907 Edm = 0.00197402 NCalls = 974 -VariableMetric: Iteration # 156 - FCN = 297088.4103324 Edm = 0.00284839 NCalls = 976 -VariableMetric: Iteration # 157 - FCN = 297088.4090136 Edm = 0.000331152 NCalls = 978 -VariableMetric: Iteration # 158 - FCN = 297088.4086154 Edm = 0.000164386 NCalls = 980 -VariableMetric: Iteration # 159 - FCN = 297088.4085021 Edm = 3.39892e-05 NCalls = 982 -VariableMetric: After Hessian - FCN = 297088.4085021 Edm = 0.00462045 NCalls = 1473 -VariableMetric: Iteration # 160 - FCN = 297088.4085021 Edm = 0.00462045 NCalls = 1473 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 331961.1606268 Edm = 33.9581 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 331961.1606268 Edm = 33.9581 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299571.6388624 Edm = 26.9785 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299213.9286721 Edm = 105.937 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 299148.3471635 Edm = 46.0238 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298144.9230242 Edm = 106.122 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298004.2071297 Edm = 54.5837 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297972.1647039 Edm = 0.515007 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 297965.1994949 Edm = 4.2715 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 297952.8441979 Edm = 0.0714947 NCalls = 27 -VariableMetric: Iteration # 9 - FCN = 297952.1199136 Edm = 0.634231 NCalls = 30 -VariableMetric: Iteration # 10 - FCN = 297850.0813817 Edm = 17.0325 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297809.3736548 Edm = 0.898318 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297808.4405691 Edm = 0.0166689 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297808.38447 Edm = 0.0323132 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297788.2522358 Edm = 13.7393 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297751.8852548 Edm = 0.402265 NCalls = 52 -VariableMetric: Iteration # 16 - FCN = 297751.5469972 Edm = 0.0193431 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297751.5174158 Edm = 0.00435288 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297751.5017397 Edm = 0.00870323 NCalls = 58 -VariableMetric: Iteration # 19 - FCN = 297746.3471904 Edm = 4.63051 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297713.6287758 Edm = 5.91216 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297707.500259 Edm = 0.667551 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297706.7902889 Edm = 0.102484 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297706.6228918 Edm = 0.0194341 NCalls = 74 -VariableMetric: Iteration # 24 - FCN = 297706.5967403 Edm = 0.00698757 NCalls = 76 -VariableMetric: Iteration # 25 - FCN = 297706.5220738 Edm = 0.0764036 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297701.6548912 Edm = 3.68472 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297683.3674517 Edm = 3.10227 NCalls = 89 -VariableMetric: Iteration # 28 - FCN = 297681.0510986 Edm = 0.128597 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297680.8994338 Edm = 0.00484976 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297680.89264 Edm = 0.002299 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297680.7950797 Edm = 0.0794353 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297675.6996277 Edm = 3.77079 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297658.5498376 Edm = 1.62149 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297656.2923652 Edm = 0.851114 NCalls = 110 -VariableMetric: Iteration # 35 - FCN = 297655.5220977 Edm = 0.124716 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297655.4011631 Edm = 0.00691647 NCalls = 113 -VariableMetric: Iteration # 37 - FCN = 297655.3886308 Edm = 0.00351016 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297655.3378977 Edm = 0.0457558 NCalls = 118 -VariableMetric: Iteration # 39 - FCN = 297654.9827858 Edm = 0.117892 NCalls = 121 -VariableMetric: Iteration # 40 - FCN = 297654.2948429 Edm = 0.47878 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297649.1670591 Edm = 2.94309 NCalls = 130 -VariableMetric: Iteration # 42 - FCN = 297644.0455879 Edm = 3.20362 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297639.6649704 Edm = 3.28665 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297635.3662284 Edm = 0.599534 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297634.8880464 Edm = 0.105406 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297634.8009303 Edm = 0.00843489 NCalls = 142 -VariableMetric: Iteration # 47 - FCN = 297634.7908069 Edm = 0.00307501 NCalls = 144 -VariableMetric: Iteration # 48 - FCN = 297634.7867179 Edm = 0.00131488 NCalls = 146 -VariableMetric: Iteration # 49 - FCN = 297634.7781381 Edm = 0.00843896 NCalls = 149 -VariableMetric: Iteration # 50 - FCN = 297634.6176607 Edm = 0.109825 NCalls = 155 -VariableMetric: Iteration # 51 - FCN = 297634.29885 Edm = 0.170909 NCalls = 158 -VariableMetric: Iteration # 52 - FCN = 297633.3385215 Edm = 0.525089 NCalls = 161 -VariableMetric: Iteration # 53 - FCN = 297631.2573311 Edm = 0.583373 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297627.8150031 Edm = 1.35321 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297626.0740098 Edm = 0.597873 NCalls = 169 -VariableMetric: Iteration # 56 - FCN = 297625.8401995 Edm = 0.0464721 NCalls = 171 -VariableMetric: Iteration # 57 - FCN = 297625.8025016 Edm = 0.00605787 NCalls = 173 -VariableMetric: Iteration # 58 - FCN = 297625.7982891 Edm = 0.000770667 NCalls = 175 -VariableMetric: Iteration # 59 - FCN = 297625.7966519 Edm = 0.00166826 NCalls = 177 -VariableMetric: Iteration # 60 - FCN = 297625.7863414 Edm = 0.00749822 NCalls = 181 -VariableMetric: Iteration # 61 - FCN = 297625.7282303 Edm = 0.0183507 NCalls = 185 -VariableMetric: Iteration # 62 - FCN = 297625.6047077 Edm = 0.086401 NCalls = 188 -VariableMetric: Iteration # 63 - FCN = 297623.4647082 Edm = 2.36626 NCalls = 193 -VariableMetric: Iteration # 64 - FCN = 297621.3768468 Edm = 2.44676 NCalls = 199 -VariableMetric: Iteration # 65 - FCN = 297618.7265673 Edm = 1.82892 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297616.50907 Edm = 1.53928 NCalls = 207 -VariableMetric: Iteration # 67 - FCN = 297614.6908374 Edm = 0.346395 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297614.4195376 Edm = 0.168875 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297614.3205108 Edm = 0.0467721 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297614.2735237 Edm = 0.0164006 NCalls = 218 -VariableMetric: Iteration # 71 - FCN = 297614.21891 Edm = 0.00414243 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297614.2138211 Edm = 0.000893116 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297614.2106191 Edm = 0.00255016 NCalls = 225 -VariableMetric: Iteration # 74 - FCN = 297614.1511649 Edm = 0.0661586 NCalls = 230 -VariableMetric: Iteration # 75 - FCN = 297613.9579376 Edm = 0.179105 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297608.8584174 Edm = 1.80484 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297606.7710499 Edm = 0.469312 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297606.5590347 Edm = 0.157955 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297606.2636422 Edm = 0.0552142 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297606.1838018 Edm = 0.0154217 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297606.1656745 Edm = 0.00355699 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297606.162177 Edm = 0.000793486 NCalls = 255 -VariableMetric: Iteration # 83 - FCN = 297606.1600977 Edm = 0.00123852 NCalls = 257 -VariableMetric: Iteration # 84 - FCN = 297606.1424234 Edm = 0.0161036 NCalls = 260 -VariableMetric: Iteration # 85 - FCN = 297605.6998742 Edm = 0.430507 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297600.7739794 Edm = 4.39211 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297599.9451843 Edm = 2.74359 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297595.9033118 Edm = 3.27284 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297590.5722537 Edm = 5.92705 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297587.4130098 Edm = 0.944419 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297586.571393 Edm = 0.79975 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297586.1235354 Edm = 0.146371 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297586.0715836 Edm = 0.130961 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297585.986263 Edm = 0.0148021 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297585.9663094 Edm = 0.00261973 NCalls = 295 -VariableMetric: Iteration # 96 - FCN = 297585.9639573 Edm = 0.000443994 NCalls = 297 -VariableMetric: Iteration # 97 - FCN = 297585.9632006 Edm = 0.000561311 NCalls = 299 -VariableMetric: Iteration # 98 - FCN = 297585.9509079 Edm = 0.0108696 NCalls = 304 -VariableMetric: Iteration # 99 - FCN = 297585.5945236 Edm = 0.342868 NCalls = 308 -VariableMetric: Iteration # 100 - FCN = 297583.2631038 Edm = 0.562667 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297582.291602 Edm = 0.0155812 NCalls = 313 -VariableMetric: Iteration # 102 - FCN = 297582.2772822 Edm = 0.00247356 NCalls = 315 -VariableMetric: Iteration # 103 - FCN = 297582.2755468 Edm = 7.59637e-05 NCalls = 317 -VariableMetric: Iteration # 104 - FCN = 297582.2754535 Edm = 2.1333e-05 NCalls = 319 -VariableMetric: After Hessian - FCN = 297582.2754535 Edm = 52.5762 NCalls = 798 -VariableMetric: Iteration # 105 - FCN = 297582.2754535 Edm = 52.5762 NCalls = 798 -VariableMetric: Iteration # 106 - FCN = 297582.2528738 Edm = 71.1443 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297581.1532224 Edm = 0.255217 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297580.7452842 Edm = 0.0234109 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297580.6501573 Edm = 0.0276597 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297580.6479594 Edm = 0.163074 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297580.6311839 Edm = 0.117432 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297580.6181263 Edm = 0.112186 NCalls = 820 -VariableMetric: Iteration # 113 - FCN = 297580.5901748 Edm = 0.0639306 NCalls = 822 -VariableMetric: Iteration # 114 - FCN = 297580.5540505 Edm = 0.0301608 NCalls = 824 -VariableMetric: Iteration # 115 - FCN = 297580.5331131 Edm = 0.0309735 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297580.5043411 Edm = 0.0395423 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297580.4765272 Edm = 0.0835986 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297580.4375793 Edm = 0.0148494 NCalls = 832 -VariableMetric: Iteration # 119 - FCN = 297580.4273338 Edm = 0.00528028 NCalls = 834 -VariableMetric: Iteration # 120 - FCN = 297580.4247011 Edm = 0.00158161 NCalls = 836 -VariableMetric: Iteration # 121 - FCN = 297580.422735 Edm = 0.000862686 NCalls = 838 -VariableMetric: Iteration # 122 - FCN = 297580.4166644 Edm = 0.00502414 NCalls = 841 -VariableMetric: Iteration # 123 - FCN = 297580.4037881 Edm = 0.0125609 NCalls = 843 -VariableMetric: Iteration # 124 - FCN = 297580.3684494 Edm = 0.00642992 NCalls = 846 -VariableMetric: Iteration # 125 - FCN = 297580.3581091 Edm = 0.00317295 NCalls = 848 -VariableMetric: Iteration # 126 - FCN = 297580.3528436 Edm = 0.00142315 NCalls = 850 -VariableMetric: Iteration # 127 - FCN = 297580.3496889 Edm = 0.00196357 NCalls = 852 -VariableMetric: Iteration # 128 - FCN = 297580.3416851 Edm = 0.00770153 NCalls = 855 -VariableMetric: Iteration # 129 - FCN = 297580.2949932 Edm = 0.0356379 NCalls = 860 -VariableMetric: Iteration # 130 - FCN = 297580.2122559 Edm = 0.0189285 NCalls = 862 -VariableMetric: Iteration # 131 - FCN = 297580.1927175 Edm = 0.000712922 NCalls = 864 -VariableMetric: Iteration # 132 - FCN = 297580.1918598 Edm = 6.69174e-05 NCalls = 866 -VariableMetric: After Hessian - FCN = 297580.1918598 Edm = 7.79744e-05 NCalls = 1345 -VariableMetric: Iteration # 133 - FCN = 297580.1918598 Edm = 7.79744e-05 NCalls = 1345 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 304212.0875823 Edm = 11.646 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 304212.0875823 Edm = 11.646 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300633.8850548 Edm = 7.88849 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300588.6109222 Edm = 3.81748 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300554.3388531 Edm = 31.8785 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 298839.260381 Edm = 32.9038 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 298801.2945084 Edm = 57.8461 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298712.191953 Edm = 2.39012 NCalls = 23 -VariableMetric: Iteration # 7 - FCN = 298702.1652348 Edm = 9.69915 NCalls = 25 -VariableMetric: Iteration # 8 - FCN = 298618.3173406 Edm = 81.0867 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298585.3141939 Edm = 20.1781 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 298331.7873875 Edm = 157.162 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297685.318544 Edm = 7.69019 NCalls = 39 -VariableMetric: Iteration # 12 - FCN = 297678.2063241 Edm = 1.65499 NCalls = 41 -VariableMetric: Iteration # 13 - FCN = 297676.8200978 Edm = 0.125348 NCalls = 43 -VariableMetric: Iteration # 14 - FCN = 297676.1650981 Edm = 0.502001 NCalls = 46 -VariableMetric: Iteration # 15 - FCN = 297615.2179007 Edm = 35.7412 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297492.9535021 Edm = 6.8156 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297485.1981146 Edm = 0.1113 NCalls = 56 -VariableMetric: Iteration # 18 - FCN = 297485.0376074 Edm = 0.0121356 NCalls = 58 -VariableMetric: Iteration # 19 - FCN = 297484.9823121 Edm = 0.0389583 NCalls = 60 -VariableMetric: Iteration # 20 - FCN = 297472.5121534 Edm = 12.2753 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297356.3186398 Edm = 22.3712 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297338.9386093 Edm = 2.79002 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297336.5179013 Edm = 0.0508982 NCalls = 73 -VariableMetric: Iteration # 24 - FCN = 297336.466789 Edm = 0.0110698 NCalls = 75 -VariableMetric: Iteration # 25 - FCN = 297336.2646314 Edm = 0.207779 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297326.4277567 Edm = 4.73929 NCalls = 86 -VariableMetric: Iteration # 27 - FCN = 297290.9543761 Edm = 10.6408 NCalls = 88 -VariableMetric: Iteration # 28 - FCN = 297272.9269452 Edm = 2.85423 NCalls = 91 -VariableMetric: Iteration # 29 - FCN = 297270.9711135 Edm = 0.388257 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297270.3782742 Edm = 0.069718 NCalls = 95 -VariableMetric: Iteration # 31 - FCN = 297270.2960742 Edm = 0.00493233 NCalls = 97 -VariableMetric: Iteration # 32 - FCN = 297270.2874846 Edm = 0.00442385 NCalls = 99 -VariableMetric: Iteration # 33 - FCN = 297270.0371681 Edm = 0.262083 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297269.8688764 Edm = 0.163201 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297252.8868694 Edm = 3.40747 NCalls = 115 -VariableMetric: Iteration # 36 - FCN = 297249.6352042 Edm = 0.488347 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297249.0489046 Edm = 0.0990676 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297248.9327749 Edm = 0.00382254 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297248.9284652 Edm = 0.000279382 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297248.9267539 Edm = 0.00143414 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297248.502425 Edm = 0.024475 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297246.6378561 Edm = 0.392263 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297245.908284 Edm = 0.0405755 NCalls = 136 -VariableMetric: Iteration # 44 - FCN = 297245.8738728 Edm = 0.00204665 NCalls = 138 -VariableMetric: Iteration # 45 - FCN = 297245.871412 Edm = 0.000520356 NCalls = 140 -VariableMetric: Iteration # 46 - FCN = 297245.8692199 Edm = 0.00205107 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297245.8584221 Edm = 0.00894016 NCalls = 147 -VariableMetric: Iteration # 48 - FCN = 297244.4576969 Edm = 1.19417 NCalls = 153 -VariableMetric: Iteration # 49 - FCN = 297244.306958 Edm = 0.276137 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297244.0762368 Edm = 0.280422 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297243.7988732 Edm = 0.232223 NCalls = 165 -VariableMetric: Iteration # 52 - FCN = 297238.7567562 Edm = 1.92474 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297237.2314171 Edm = 4.51006 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297235.1845791 Edm = 1.96895 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297233.1720034 Edm = 2.03647 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297230.709291 Edm = 6.75702 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297228.6992243 Edm = 0.757379 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297228.1848115 Edm = 0.3138 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297227.7752084 Edm = 0.0737407 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297227.6740729 Edm = 0.0410744 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297227.5632804 Edm = 0.0265793 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297227.5289994 Edm = 0.0021447 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297227.5238948 Edm = 0.00394128 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297227.4632939 Edm = 0.0679184 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297227.420091 Edm = 0.0378395 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297221.2599987 Edm = 2.05105 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297214.0840663 Edm = 1.96317 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297212.6039309 Edm = 1.08017 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297211.5622614 Edm = 0.988307 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297211.3491183 Edm = 0.307954 NCalls = 219 -VariableMetric: Iteration # 71 - FCN = 297211.1367821 Edm = 0.00510678 NCalls = 221 -VariableMetric: Iteration # 72 - FCN = 297211.1317172 Edm = 0.000595391 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297211.1308997 Edm = 0.000411751 NCalls = 224 -VariableMetric: Iteration # 74 - FCN = 297211.1296692 Edm = 0.000503328 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297211.1289135 Edm = 0.000553337 NCalls = 229 -VariableMetric: Iteration # 76 - FCN = 297211.1209142 Edm = 0.00817945 NCalls = 233 -VariableMetric: Iteration # 77 - FCN = 297210.9793341 Edm = 0.119804 NCalls = 240 -VariableMetric: Iteration # 78 - FCN = 297209.3583157 Edm = 0.261261 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297209.1640794 Edm = 0.0135416 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297209.1479767 Edm = 0.000856299 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297209.1469756 Edm = 4.09747e-05 NCalls = 250 -VariableMetric: After Hessian - FCN = 297209.1469756 Edm = 3.8122 NCalls = 723 -VariableMetric: Iteration # 82 - FCN = 297209.1469756 Edm = 3.8122 NCalls = 723 -VariableMetric: Iteration # 83 - FCN = 297204.1692073 Edm = 6.9942 NCalls = 727 -VariableMetric: Iteration # 84 - FCN = 297204.1290464 Edm = 2.08252 NCalls = 732 -VariableMetric: Iteration # 85 - FCN = 297202.4294606 Edm = 0.49216 NCalls = 736 -VariableMetric: Iteration # 86 - FCN = 297202.0109262 Edm = 0.217202 NCalls = 738 -VariableMetric: Iteration # 87 - FCN = 297201.8444159 Edm = 0.183154 NCalls = 740 -VariableMetric: Iteration # 88 - FCN = 297201.7769818 Edm = 0.0273934 NCalls = 742 -VariableMetric: Iteration # 89 - FCN = 297201.7592701 Edm = 0.00391579 NCalls = 744 -VariableMetric: Iteration # 90 - FCN = 297201.7547827 Edm = 0.000676298 NCalls = 746 -VariableMetric: Iteration # 91 - FCN = 297201.7529268 Edm = 0.000483604 NCalls = 748 -VariableMetric: Iteration # 92 - FCN = 297201.7519611 Edm = 0.000108361 NCalls = 750 -VariableMetric: Iteration # 93 - FCN = 297201.7517508 Edm = 2.48082e-05 NCalls = 752 -VariableMetric: After Hessian - FCN = 297201.7517508 Edm = 0.590981 NCalls = 1235 -VariableMetric: Iteration # 94 - FCN = 297201.7517508 Edm = 0.590981 NCalls = 1235 -VariableMetric: Iteration # 95 - FCN = 297201.7489587 Edm = 0.189657 NCalls = 1238 -VariableMetric: Iteration # 96 - FCN = 297201.7485308 Edm = 0.00157376 NCalls = 1240 -VariableMetric: Iteration # 97 - FCN = 297201.7473616 Edm = 0.000730271 NCalls = 1242 -VariableMetric: Iteration # 98 - FCN = 297201.7437006 Edm = 0.0010107 NCalls = 1246 -VariableMetric: Iteration # 99 - FCN = 297201.7426707 Edm = 0.0012292 NCalls = 1247 -VariableMetric: Iteration # 100 - FCN = 297201.7401968 Edm = 0.000230915 NCalls = 1251 -VariableMetric: Iteration # 101 - FCN = 297201.7397771 Edm = 7.43381e-05 NCalls = 1253 -VariableMetric: Iteration # 102 - FCN = 297201.7396629 Edm = 4.5904e-05 NCalls = 1255 -VariableMetric: Iteration # 103 - FCN = 297201.7396249 Edm = 7.86652e-06 NCalls = 1257 -VariableMetric: After Hessian - FCN = 297201.7396249 Edm = 7.81163e-05 NCalls = 1740 -VariableMetric: Iteration # 104 - FCN = 297201.7396249 Edm = 7.81163e-05 NCalls = 1740 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 342652.9980177 Edm = 184.686 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 342652.9980177 Edm = 184.686 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304327.8306588 Edm = 25.261 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299651.7238825 Edm = 2035.58 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 299590.1517688 Edm = 25.6873 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 299583.304016 Edm = 6.8996 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 299459.8665981 Edm = 58.7142 NCalls = 32 -VariableMetric: Iteration # 6 - FCN = 299289.9276819 Edm = 22.8465 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 299270.9272554 Edm = 0.504605 NCalls = 37 -VariableMetric: Iteration # 8 - FCN = 299243.8138411 Edm = 25.7755 NCalls = 42 -VariableMetric: Iteration # 9 - FCN = 298422.4978453 Edm = 107.873 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 298324.9224154 Edm = 60.4973 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 298280.1169962 Edm = 32.3313 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297981.3464846 Edm = 60.2245 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297880.5908518 Edm = 26.8052 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297835.7908469 Edm = 28.1954 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 297809.9909147 Edm = 9.62251 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297788.5586098 Edm = 15.0816 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297775.1653779 Edm = 2.942 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297772.1474966 Edm = 1.61064 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297763.6326515 Edm = 7.74734 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297706.118165 Edm = 10.4995 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297691.9106562 Edm = 0.635515 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297691.4731974 Edm = 0.515832 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297686.7478268 Edm = 4.00604 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297658.144809 Edm = 16.7582 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297560.7863778 Edm = 27.8275 NCalls = 101 -VariableMetric: Iteration # 26 - FCN = 297521.8363335 Edm = 25.2645 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297494.71706 Edm = 5.2858 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297483.6714977 Edm = 3.95275 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297478.0520784 Edm = 9.55347 NCalls = 111 -VariableMetric: Iteration # 30 - FCN = 297463.8454582 Edm = 3.42933 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297459.0869424 Edm = 8.86554 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297453.1662743 Edm = 4.64271 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297447.2314166 Edm = 7.58235 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297442.3682696 Edm = 3.07104 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297439.8047517 Edm = 0.292128 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297439.4464329 Edm = 0.0830711 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297438.6024209 Edm = 0.452387 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297432.7281089 Edm = 2.85343 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297418.9612337 Edm = 6.12607 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297390.9371447 Edm = 12.1566 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297385.8218182 Edm = 8.56424 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297378.1306856 Edm = 0.852474 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297377.2269994 Edm = 0.0981284 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297377.0586545 Edm = 0.0426244 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297376.8624817 Edm = 0.230123 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297374.7226774 Edm = 1.79014 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297321.4763505 Edm = 19.1231 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297289.3863839 Edm = 4.6991 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297281.2168168 Edm = 0.818698 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297280.2643782 Edm = 0.153978 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297280.0279476 Edm = 0.0121552 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297279.99925 Edm = 0.012635 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297279.9348728 Edm = 0.00733038 NCalls = 177 -VariableMetric: Iteration # 54 - FCN = 297279.906268 Edm = 0.00979958 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297279.8608253 Edm = 0.0219707 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297279.4800311 Edm = 0.303652 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297263.2515273 Edm = 15.457 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297262.6417717 Edm = 1.54183 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297261.9473719 Edm = 1.63099 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297253.192913 Edm = 4.22154 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297247.6075608 Edm = 0.639849 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297246.7758787 Edm = 0.0589177 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297246.6818233 Edm = 0.0136546 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297246.65848 Edm = 0.00429234 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297246.6460861 Edm = 0.00526415 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297246.5809174 Edm = 0.0454657 NCalls = 213 -VariableMetric: Iteration # 67 - FCN = 297245.8108334 Edm = 0.453915 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297233.8281908 Edm = 6.82903 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297225.6650852 Edm = 5.86293 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297221.5611005 Edm = 4.98542 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297215.5299116 Edm = 2.01882 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297213.6241665 Edm = 0.264681 NCalls = 234 -VariableMetric: Iteration # 73 - FCN = 297213.4197165 Edm = 0.0400348 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297213.3932797 Edm = 0.00561014 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297213.3845197 Edm = 0.00263525 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297213.3787406 Edm = 0.00262856 NCalls = 242 -VariableMetric: Iteration # 77 - FCN = 297213.3309415 Edm = 0.0437564 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297213.0250861 Edm = 0.259492 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297211.5048582 Edm = 0.81335 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297208.5452253 Edm = 2.3139 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297200.4354527 Edm = 7.79683 NCalls = 259 -VariableMetric: Iteration # 82 - FCN = 297195.0824762 Edm = 1.02205 NCalls = 262 -VariableMetric: Iteration # 83 - FCN = 297193.8629855 Edm = 0.0529234 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297193.817098 Edm = 0.00213716 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297193.815337 Edm = 0.000170814 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297193.814849 Edm = 0.000271933 NCalls = 270 -VariableMetric: Iteration # 87 - FCN = 297193.8107579 Edm = 0.00384042 NCalls = 273 -VariableMetric: Iteration # 88 - FCN = 297193.5733043 Edm = 0.206134 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297191.1308117 Edm = 0.342464 NCalls = 283 -VariableMetric: Iteration # 90 - FCN = 297190.726878 Edm = 0.0473475 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297190.6778399 Edm = 0.00293427 NCalls = 287 -VariableMetric: Iteration # 92 - FCN = 297190.6752936 Edm = 5.30522e-05 NCalls = 289 -VariableMetric: After Hessian - FCN = 297190.6752936 Edm = 2.69782 NCalls = 774 -VariableMetric: Iteration # 93 - FCN = 297190.6752936 Edm = 2.69782 NCalls = 774 -VariableMetric: Iteration # 94 - FCN = 297190.2359592 Edm = 5.1347 NCalls = 776 -VariableMetric: Iteration # 95 - FCN = 297189.404025 Edm = 1.2374 NCalls = 786 -VariableMetric: Iteration # 96 - FCN = 297189.3827019 Edm = 385.347 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297189.3600761 Edm = 16823.4 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297189.129227 Edm = 2887.94 NCalls = 796 -VariableMetric: Iteration # 99 - FCN = 297188.8655486 Edm = 428.539 NCalls = 800 -VariableMetric: Iteration # 100 - FCN = 297188.8561058 Edm = 107.17 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297188.8488612 Edm = 11.6316 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297188.813421 Edm = 32.3131 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297188.6961916 Edm = 34.3416 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297188.6551014 Edm = 19.4566 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297188.6106454 Edm = 10.2794 NCalls = 820 -VariableMetric: Iteration # 106 - FCN = 297188.5723037 Edm = 8.6643 NCalls = 823 -VariableMetric: Iteration # 107 - FCN = 297188.5349683 Edm = 4.73642 NCalls = 826 -VariableMetric: Iteration # 108 - FCN = 297188.5081957 Edm = 5.71412 NCalls = 829 -VariableMetric: Iteration # 109 - FCN = 297188.4899983 Edm = 6.49097 NCalls = 831 -VariableMetric: Iteration # 110 - FCN = 297188.4659937 Edm = 1.72435 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 297188.4274676 Edm = 0.826368 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297188.3538375 Edm = 0.53245 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297188.3023047 Edm = 0.242275 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297188.2654453 Edm = 0.0584454 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297188.2599608 Edm = 0.0322861 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297188.2519838 Edm = 0.0188572 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297188.2334198 Edm = 0.0608013 NCalls = 848 -VariableMetric: Iteration # 118 - FCN = 297188.2292555 Edm = 0.00899991 NCalls = 850 -VariableMetric: Iteration # 119 - FCN = 297188.2238898 Edm = 0.00809691 NCalls = 852 -VariableMetric: Iteration # 120 - FCN = 297188.2188712 Edm = 0.005687 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297188.2161284 Edm = 0.00137667 NCalls = 856 -VariableMetric: Iteration # 122 - FCN = 297188.2133821 Edm = 0.000606535 NCalls = 860 -VariableMetric: Iteration # 123 - FCN = 297188.2124854 Edm = 0.00037216 NCalls = 862 -VariableMetric: Iteration # 124 - FCN = 297188.2122583 Edm = 0.000138712 NCalls = 864 -VariableMetric: Iteration # 125 - FCN = 297188.2121441 Edm = 4.58527e-05 NCalls = 866 -VariableMetric: After Hessian - FCN = 297188.2121441 Edm = 3.42796e-05 NCalls = 1359 -VariableMetric: Iteration # 126 - FCN = 297188.2121441 Edm = 3.42796e-05 NCalls = 1359 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320441.8102335 Edm = 27.2348 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320441.8102335 Edm = 27.2348 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302441.6952285 Edm = 26.9712 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 302402.5308588 Edm = 20.9143 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 301817.6170291 Edm = 455.377 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298981.4607242 Edm = 211.757 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298774.254955 Edm = 36.2847 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 298752.1760833 Edm = 0.987912 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298130.4576103 Edm = 300.56 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297700.1622464 Edm = 268.577 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297626.4485052 Edm = 17.3254 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297609.7097176 Edm = 0.364338 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297609.3586056 Edm = 0.0236938 NCalls = 40 -VariableMetric: Iteration # 12 - FCN = 297608.9256725 Edm = 0.359462 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297540.2169452 Edm = 52.0252 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297408.5563353 Edm = 30.1941 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297383.8460058 Edm = 1.95278 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297381.19337 Edm = 0.847177 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297379.2072783 Edm = 0.0822323 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297379.1193651 Edm = 0.00577748 NCalls = 61 -VariableMetric: Iteration # 19 - FCN = 297379.0693309 Edm = 0.041017 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297372.4700463 Edm = 5.05018 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297352.3092592 Edm = 0.976477 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297351.106387 Edm = 0.611324 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297350.4082061 Edm = 0.243965 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297350.0608537 Edm = 0.0187673 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297350.0340371 Edm = 0.00275174 NCalls = 80 -VariableMetric: Iteration # 26 - FCN = 297350.0192343 Edm = 0.0113534 NCalls = 82 -VariableMetric: Iteration # 27 - FCN = 297349.883683 Edm = 0.124231 NCalls = 87 -VariableMetric: Iteration # 28 - FCN = 297343.3702178 Edm = 13.1068 NCalls = 95 -VariableMetric: Iteration # 29 - FCN = 297342.8034577 Edm = 1.93178 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297320.146602 Edm = 33.5905 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297319.8342672 Edm = 0.276286 NCalls = 108 -VariableMetric: Iteration # 32 - FCN = 297319.0953423 Edm = 0.607338 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297312.653488 Edm = 6.16712 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297303.4689572 Edm = 3.94714 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297302.7954021 Edm = 1.39662 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297300.7195466 Edm = 1.53392 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297293.4749699 Edm = 2.02961 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297292.2671841 Edm = 0.757765 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297291.7936334 Edm = 0.033787 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297291.7686957 Edm = 0.00134888 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297291.766446 Edm = 0.0011173 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297291.6510578 Edm = 0.105632 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297287.0327173 Edm = 1.8682 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297285.197855 Edm = 0.119012 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297285.0719681 Edm = 0.00453543 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297285.0661311 Edm = 0.000516006 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297285.0651299 Edm = 0.000464132 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297285.0561969 Edm = 0.00661966 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297284.9199183 Edm = 0.135798 NCalls = 160 -VariableMetric: Iteration # 50 - FCN = 297284.0777462 Edm = 0.616085 NCalls = 165 -VariableMetric: Iteration # 51 - FCN = 297281.5255314 Edm = 0.55529 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297281.0342175 Edm = 0.0325989 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297280.9955825 Edm = 0.00328391 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297280.9908041 Edm = 0.000694369 NCalls = 175 -VariableMetric: Iteration # 55 - FCN = 297280.9890615 Edm = 0.000730115 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297280.9856001 Edm = 0.00142005 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297280.9475526 Edm = 0.0402369 NCalls = 183 -VariableMetric: Iteration # 58 - FCN = 297280.8857842 Edm = 0.0555815 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297279.5832969 Edm = 1.19947 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297278.7645813 Edm = 0.368527 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297277.8637672 Edm = 0.0836053 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297277.7670973 Edm = 0.0199236 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297277.7552556 Edm = 0.00245926 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297277.7520024 Edm = 0.000500257 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297277.750462 Edm = 0.000715121 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297277.7067902 Edm = 0.0421016 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297273.8734609 Edm = 1.42844 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297272.3095114 Edm = 0.847652 NCalls = 219 -VariableMetric: Iteration # 69 - FCN = 297271.7997884 Edm = 0.102708 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297271.6687471 Edm = 0.0361585 NCalls = 223 -VariableMetric: Iteration # 71 - FCN = 297271.5880283 Edm = 0.0350451 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297271.5503526 Edm = 0.0135907 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297271.5377703 Edm = 0.00414494 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297271.5321612 Edm = 0.00121694 NCalls = 231 -VariableMetric: Iteration # 75 - FCN = 297271.5301265 Edm = 0.000298923 NCalls = 233 -VariableMetric: Iteration # 76 - FCN = 297271.5292276 Edm = 0.000353593 NCalls = 235 -VariableMetric: Iteration # 77 - FCN = 297271.5258597 Edm = 0.00251115 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297271.4867213 Edm = 0.0496268 NCalls = 243 -VariableMetric: Iteration # 79 - FCN = 297271.3772463 Edm = 0.0944843 NCalls = 248 -VariableMetric: Iteration # 80 - FCN = 297270.3454294 Edm = 4.42845 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297269.8665459 Edm = 0.35053 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297269.1943673 Edm = 0.094041 NCalls = 261 -VariableMetric: Iteration # 83 - FCN = 297268.9869569 Edm = 0.131671 NCalls = 264 -VariableMetric: Iteration # 84 - FCN = 297268.8898313 Edm = 0.129108 NCalls = 267 -VariableMetric: Iteration # 85 - FCN = 297268.7792202 Edm = 0.13069 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297268.5778659 Edm = 0.136957 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297268.417768 Edm = 0.177926 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297268.2352806 Edm = 0.0141302 NCalls = 280 -VariableMetric: Iteration # 89 - FCN = 297268.2172076 Edm = 0.00202403 NCalls = 282 -VariableMetric: Iteration # 90 - FCN = 297268.214392 Edm = 0.00145422 NCalls = 284 -VariableMetric: Iteration # 91 - FCN = 297268.2129245 Edm = 0.00140138 NCalls = 286 -VariableMetric: Iteration # 92 - FCN = 297268.2087213 Edm = 0.00124552 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297268.2065749 Edm = 0.00023803 NCalls = 291 -VariableMetric: Iteration # 94 - FCN = 297268.2061164 Edm = 0.000182001 NCalls = 293 -VariableMetric: Iteration # 95 - FCN = 297268.200279 Edm = 0.00557757 NCalls = 297 -VariableMetric: Iteration # 96 - FCN = 297267.7303863 Edm = 0.367872 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297266.5876571 Edm = 1.64157 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297265.6817464 Edm = 0.0692081 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297265.611952 Edm = 0.00492392 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297265.6072831 Edm = 0.000779043 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297265.6051153 Edm = 0.000790686 NCalls = 316 -VariableMetric: Iteration # 102 - FCN = 297265.6035928 Edm = 4.84649e-05 NCalls = 318 -VariableMetric: After Hessian - FCN = 297265.6035928 Edm = 20.4258 NCalls = 797 -VariableMetric: Iteration # 103 - FCN = 297265.6035928 Edm = 20.4258 NCalls = 797 -VariableMetric: Iteration # 104 - FCN = 297264.5300533 Edm = 21.8594 NCalls = 800 -VariableMetric: Iteration # 105 - FCN = 297261.9702092 Edm = 0.773631 NCalls = 802 -VariableMetric: Iteration # 106 - FCN = 297261.3898871 Edm = 0.0916198 NCalls = 805 -VariableMetric: Iteration # 107 - FCN = 297261.0217035 Edm = 0.0826178 NCalls = 807 -VariableMetric: Iteration # 108 - FCN = 297260.9530052 Edm = 0.0392977 NCalls = 808 -VariableMetric: Iteration # 109 - FCN = 297260.9076426 Edm = 0.0180214 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297260.8519727 Edm = 0.0200959 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297260.7906231 Edm = 0.0150936 NCalls = 816 -VariableMetric: Iteration # 112 - FCN = 297260.7681713 Edm = 0.00529475 NCalls = 818 -VariableMetric: Iteration # 113 - FCN = 297260.7608503 Edm = 0.00765631 NCalls = 820 -VariableMetric: Iteration # 114 - FCN = 297260.7497007 Edm = 0.00791717 NCalls = 822 -VariableMetric: Iteration # 115 - FCN = 297260.7075199 Edm = 0.0207199 NCalls = 826 -VariableMetric: Iteration # 116 - FCN = 297260.6347306 Edm = 0.0190014 NCalls = 828 -VariableMetric: Iteration # 117 - FCN = 297260.5835177 Edm = 0.0155509 NCalls = 830 -VariableMetric: Iteration # 118 - FCN = 297260.5545939 Edm = 0.00526292 NCalls = 832 -VariableMetric: Iteration # 119 - FCN = 297260.5425896 Edm = 0.00270101 NCalls = 834 -VariableMetric: Iteration # 120 - FCN = 297260.536908 Edm = 0.00149914 NCalls = 836 -VariableMetric: Iteration # 121 - FCN = 297260.5349474 Edm = 0.00035951 NCalls = 838 -VariableMetric: Iteration # 122 - FCN = 297260.5342973 Edm = 0.000141169 NCalls = 840 -VariableMetric: Iteration # 123 - FCN = 297260.5339409 Edm = 6.58714e-05 NCalls = 842 -VariableMetric: After Hessian - FCN = 297260.5339409 Edm = 0.000131258 NCalls = 1325 -VariableMetric: Iteration # 124 - FCN = 297260.5339409 Edm = 0.000131258 NCalls = 1325 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320944.3465663 Edm = 481.935 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320944.3465663 Edm = 481.935 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302768.6120743 Edm = 5.93892 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300036.8090243 Edm = 67.9242 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 299999.673026 Edm = 37.9141 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 299996.1878277 Edm = 1.08114 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 299566.3191278 Edm = 190.401 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299027.1277729 Edm = 658.857 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298472.6607627 Edm = 1.24007 NCalls = 42 -VariableMetric: Iteration # 8 - FCN = 298469.5934073 Edm = 2.78216 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 298456.6742834 Edm = 23.3687 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 298436.1217136 Edm = 15.1993 NCalls = 51 -VariableMetric: Iteration # 11 - FCN = 298020.8475851 Edm = 156.229 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297776.0940028 Edm = 2.56687 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297773.1948386 Edm = 0.0578593 NCalls = 60 -VariableMetric: Iteration # 14 - FCN = 297773.1069339 Edm = 0.0379472 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297772.7704074 Edm = 0.487272 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297763.7438268 Edm = 7.16937 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297646.6490871 Edm = 9.54099 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297638.4407999 Edm = 0.0522443 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297638.3643527 Edm = 0.0220594 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297637.9649655 Edm = 0.359855 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 297616.6089268 Edm = 14.8615 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297582.0644399 Edm = 7.74555 NCalls = 90 -VariableMetric: Iteration # 23 - FCN = 297576.7398892 Edm = 0.156052 NCalls = 92 -VariableMetric: Iteration # 24 - FCN = 297576.5805618 Edm = 0.00313582 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297576.5716332 Edm = 0.00572642 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297573.0190639 Edm = 0.561694 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297557.2777535 Edm = 6.28706 NCalls = 105 -VariableMetric: Iteration # 28 - FCN = 297545.2219763 Edm = 2.5804 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297543.5275031 Edm = 0.455595 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297543.2653578 Edm = 0.055698 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297543.1879506 Edm = 0.00439324 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297543.1763524 Edm = 0.00611523 NCalls = 116 -VariableMetric: Iteration # 33 - FCN = 297543.0781487 Edm = 0.084575 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297538.3947246 Edm = 3.90808 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297527.4576904 Edm = 6.36446 NCalls = 131 -VariableMetric: Iteration # 36 - FCN = 297523.214064 Edm = 1.62629 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297522.2618872 Edm = 0.059461 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297522.213371 Edm = 0.00228861 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297522.2116269 Edm = 0.000694433 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297522.2064841 Edm = 0.00588539 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297521.3783587 Edm = 0.119665 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297513.0583297 Edm = 3.07515 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297503.3259212 Edm = 2.98418 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297498.2806723 Edm = 1.04967 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297497.5983515 Edm = 0.161521 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297497.455204 Edm = 0.00211228 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297497.4510444 Edm = 0.00123527 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297497.4474946 Edm = 0.00175785 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297497.4143864 Edm = 0.0281062 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297495.1595825 Edm = 1.7391 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297488.0433438 Edm = 0.465267 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297487.5332978 Edm = 0.0594979 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297487.4574 Edm = 0.00585743 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297487.4500395 Edm = 0.00189734 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297487.4488615 Edm = 0.000155444 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297487.448545 Edm = 0.000178518 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297487.429679 Edm = 0.0171938 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297485.2872629 Edm = 1.2671 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297483.8928824 Edm = 0.23321 NCalls = 200 -VariableMetric: Iteration # 60 - FCN = 297483.711795 Edm = 0.00725188 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297483.705637 Edm = 0.000416203 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297483.7048444 Edm = 0.000511714 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297483.7016579 Edm = 0.00360414 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297483.6694124 Edm = 0.0309255 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297482.3125959 Edm = 1.03761 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297480.2625028 Edm = 0.138899 NCalls = 221 -VariableMetric: Iteration # 67 - FCN = 297480.1151627 Edm = 0.0067718 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297480.106809 Edm = 0.000244673 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297480.1065947 Edm = 4.84342e-05 NCalls = 227 -VariableMetric: After Hessian - FCN = 297480.1065947 Edm = 61.5362 NCalls = 700 -VariableMetric: Iteration # 70 - FCN = 297480.1065947 Edm = 61.5362 NCalls = 700 -VariableMetric: Iteration # 71 - FCN = 297478.7424155 Edm = 18.7457 NCalls = 704 -VariableMetric: Iteration # 72 - FCN = 297477.4372936 Edm = 2.9135 NCalls = 706 -VariableMetric: Iteration # 73 - FCN = 297475.4463715 Edm = 0.752849 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297475.3989155 Edm = 0.536507 NCalls = 711 -VariableMetric: Iteration # 75 - FCN = 297475.1272868 Edm = 0.0725166 NCalls = 714 -VariableMetric: Iteration # 76 - FCN = 297475.0560804 Edm = 0.13144 NCalls = 717 -VariableMetric: Iteration # 77 - FCN = 297472.394145 Edm = 1.38277 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297472.3791618 Edm = 0.0601723 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297472.3774092 Edm = 0.0472142 NCalls = 728 -VariableMetric: Iteration # 80 - FCN = 297472.2408184 Edm = 0.11499 NCalls = 731 -VariableMetric: Iteration # 81 - FCN = 297471.2582547 Edm = 0.303181 NCalls = 737 -VariableMetric: Iteration # 82 - FCN = 297470.7182338 Edm = 0.86964 NCalls = 740 -VariableMetric: Iteration # 83 - FCN = 297470.3477572 Edm = 0.332683 NCalls = 742 -VariableMetric: Iteration # 84 - FCN = 297469.7456579 Edm = 0.231785 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297469.444804 Edm = 0.250157 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297469.2289331 Edm = 0.102028 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297469.0371603 Edm = 0.109279 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297468.8285685 Edm = 0.202767 NCalls = 755 -VariableMetric: Iteration # 89 - FCN = 297468.7050577 Edm = 0.119378 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297468.5316511 Edm = 0.0226648 NCalls = 760 -VariableMetric: Iteration # 91 - FCN = 297468.509819 Edm = 0.0152718 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297468.4980348 Edm = 0.00751322 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297468.4789185 Edm = 0.00828389 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297468.4590693 Edm = 0.00730446 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297468.4350046 Edm = 0.00498406 NCalls = 769 -VariableMetric: Iteration # 96 - FCN = 297468.4225021 Edm = 0.00233593 NCalls = 771 -VariableMetric: Iteration # 97 - FCN = 297468.4180356 Edm = 0.00133642 NCalls = 773 -VariableMetric: Iteration # 98 - FCN = 297468.4158135 Edm = 0.000895363 NCalls = 775 -VariableMetric: Iteration # 99 - FCN = 297468.412197 Edm = 0.00147071 NCalls = 777 -VariableMetric: Iteration # 100 - FCN = 297468.4069458 Edm = 0.0010069 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297468.4051526 Edm = 0.000292756 NCalls = 781 -VariableMetric: Iteration # 102 - FCN = 297468.4044859 Edm = 4.70115e-05 NCalls = 783 -VariableMetric: After Hessian - FCN = 297468.4044859 Edm = 8.81641e-05 NCalls = 1262 -VariableMetric: Iteration # 103 - FCN = 297468.4044859 Edm = 8.81641e-05 NCalls = 1262 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301788.4951994 Edm = 1.44834 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301788.4951994 Edm = 1.44834 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301643.8071485 Edm = 7.42571 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301309.2718707 Edm = 207.185 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 300820.2561362 Edm = 11.9008 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 300802.4941439 Edm = 1.32382 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 300801.1955285 Edm = 1.39753 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 300677.2271086 Edm = 721.227 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 300676.7717466 Edm = 2.0745 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 300595.629113 Edm = 149.113 NCalls = 44 -VariableMetric: Iteration # 9 - FCN = 300592.9599776 Edm = 6.84345 NCalls = 46 -VariableMetric: Iteration # 10 - FCN = 300504.848007 Edm = 79.6655 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 299084.6169567 Edm = 320.107 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 298821.818935 Edm = 321.181 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 298598.3175614 Edm = 11.9963 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 298564.8096519 Edm = 12.4633 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 298335.8450568 Edm = 104.983 NCalls = 68 -VariableMetric: Iteration # 16 - FCN = 298009.9442046 Edm = 31.7507 NCalls = 70 -VariableMetric: Iteration # 17 - FCN = 297961.6156353 Edm = 2.38809 NCalls = 72 -VariableMetric: Iteration # 18 - FCN = 297957.9877378 Edm = 1.04069 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297877.8805106 Edm = 50.1694 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 297680.9208901 Edm = 26.5639 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297638.4286708 Edm = 7.05073 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297616.8310241 Edm = 0.924048 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297615.3804798 Edm = 0.0775421 NCalls = 91 -VariableMetric: Iteration # 24 - FCN = 297615.1867598 Edm = 0.0618005 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297614.7965795 Edm = 0.0712845 NCalls = 96 -VariableMetric: Iteration # 26 - FCN = 297614.2644251 Edm = 0.393172 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297523.7727487 Edm = 67.722 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297444.2374179 Edm = 19.7652 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297414.0010627 Edm = 9.85573 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297400.0412604 Edm = 12.1267 NCalls = 115 -VariableMetric: Iteration # 31 - FCN = 297393.5959564 Edm = 5.47644 NCalls = 118 -VariableMetric: Iteration # 32 - FCN = 297388.3601114 Edm = 0.0632761 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297388.3065516 Edm = 0.019238 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297388.2667413 Edm = 0.0344198 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297387.3320587 Edm = 1.40509 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297386.8593611 Edm = 0.444248 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297386.7594378 Edm = 0.0747295 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297374.3021814 Edm = 10.4494 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297323.3276421 Edm = 4.87819 NCalls = 147 -VariableMetric: Iteration # 40 - FCN = 297319.3622048 Edm = 1.68187 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297318.599286 Edm = 0.448424 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297318.2281671 Edm = 0.0180604 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297318.2060223 Edm = 0.0122168 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297317.9763352 Edm = 0.201736 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297307.9104648 Edm = 10.4005 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297283.9722017 Edm = 15.3003 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297242.6866936 Edm = 6.97148 NCalls = 173 -VariableMetric: Iteration # 48 - FCN = 297231.3052866 Edm = 2.92157 NCalls = 175 -VariableMetric: Iteration # 49 - FCN = 297223.2380327 Edm = 3.95554 NCalls = 178 -VariableMetric: Iteration # 50 - FCN = 297215.094815 Edm = 2.2945 NCalls = 184 -VariableMetric: Iteration # 51 - FCN = 297211.3486509 Edm = 1.48907 NCalls = 186 -VariableMetric: Iteration # 52 - FCN = 297210.6320149 Edm = 0.340946 NCalls = 188 -VariableMetric: Iteration # 53 - FCN = 297210.2778942 Edm = 0.010028 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297210.2509381 Edm = 0.012675 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297210.1591113 Edm = 0.00761184 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297210.1471281 Edm = 0.00144976 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297210.1230841 Edm = 0.022319 NCalls = 202 -VariableMetric: Iteration # 58 - FCN = 297208.7792184 Edm = 0.980044 NCalls = 207 -VariableMetric: Iteration # 59 - FCN = 297201.2724555 Edm = 3.21683 NCalls = 210 -VariableMetric: Iteration # 60 - FCN = 297197.2779974 Edm = 4.20361 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297195.1643374 Edm = 1.56241 NCalls = 216 -VariableMetric: Iteration # 62 - FCN = 297194.1503295 Edm = 0.581178 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297193.6362448 Edm = 0.12536 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297193.5446139 Edm = 0.00378809 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297193.5395138 Edm = 0.00195445 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297193.5039121 Edm = 0.0389566 NCalls = 229 -VariableMetric: Iteration # 67 - FCN = 297192.9551178 Edm = 0.489736 NCalls = 236 -VariableMetric: Iteration # 68 - FCN = 297182.545888 Edm = 3.69757 NCalls = 241 -VariableMetric: Iteration # 69 - FCN = 297178.8197153 Edm = 0.934126 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297178.177044 Edm = 0.270183 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297177.8564364 Edm = 0.0310474 NCalls = 246 -VariableMetric: Iteration # 72 - FCN = 297177.8278118 Edm = 0.00217224 NCalls = 248 -VariableMetric: Iteration # 73 - FCN = 297177.8246977 Edm = 0.00141781 NCalls = 250 -VariableMetric: Iteration # 74 - FCN = 297177.8052468 Edm = 0.0127614 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297177.4031246 Edm = 0.411867 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297177.0375552 Edm = 0.302715 NCalls = 262 -VariableMetric: Iteration # 77 - FCN = 297168.3604394 Edm = 1.7518 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297164.1391433 Edm = 2.55025 NCalls = 269 -VariableMetric: Iteration # 79 - FCN = 297162.3537402 Edm = 0.923739 NCalls = 272 -VariableMetric: Iteration # 80 - FCN = 297161.3685448 Edm = 0.180207 NCalls = 274 -VariableMetric: Iteration # 81 - FCN = 297161.1916096 Edm = 0.0201563 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297161.1721427 Edm = 0.00147344 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297161.1707205 Edm = 0.000310386 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297161.1703384 Edm = 0.000435616 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297161.1652372 Edm = 0.00527219 NCalls = 284 -VariableMetric: Iteration # 86 - FCN = 297160.8713488 Edm = 0.00274423 NCalls = 291 -VariableMetric: Iteration # 87 - FCN = 297158.4351529 Edm = 0.321575 NCalls = 293 -VariableMetric: Iteration # 88 - FCN = 297158.1304554 Edm = 0.039451 NCalls = 295 -VariableMetric: Iteration # 89 - FCN = 297158.0953314 Edm = 0.00407833 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297158.0913744 Edm = 0.000686371 NCalls = 297 -VariableMetric: Iteration # 91 - FCN = 297158.0905753 Edm = 6.14299e-05 NCalls = 299 -VariableMetric: After Hessian - FCN = 297158.0905753 Edm = 1522.78 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297158.0905753 Edm = 1522.78 NCalls = 772 -VariableMetric: Iteration # 93 - FCN = 297157.93458 Edm = 1679.47 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297157.8297698 Edm = 5701.56 NCalls = 783 -VariableMetric: Iteration # 95 - FCN = 297157.791246 Edm = 2873.57 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297157.6945217 Edm = 507.602 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297157.6740153 Edm = 209.328 NCalls = 795 -VariableMetric: Iteration # 98 - FCN = 297157.6235348 Edm = 81.4312 NCalls = 799 -VariableMetric: Iteration # 99 - FCN = 297157.4478893 Edm = 56.3321 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297157.2328039 Edm = 27.2239 NCalls = 805 -VariableMetric: Iteration # 101 - FCN = 297157.0909629 Edm = 22.9576 NCalls = 808 -VariableMetric: Iteration # 102 - FCN = 297157.0226394 Edm = 20.9287 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297156.9555638 Edm = 52.8686 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297156.6036648 Edm = 3.30916 NCalls = 817 -VariableMetric: Iteration # 105 - FCN = 297156.4994531 Edm = 44.9112 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297156.3333874 Edm = 6.17527 NCalls = 821 -VariableMetric: Iteration # 107 - FCN = 297156.0632272 Edm = 1.50099 NCalls = 823 -VariableMetric: Iteration # 108 - FCN = 297155.8908973 Edm = 1.88779 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297155.6261471 Edm = 1.00998 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297155.5496863 Edm = 0.369422 NCalls = 829 -VariableMetric: Iteration # 111 - FCN = 297155.3694267 Edm = 0.919203 NCalls = 831 -VariableMetric: Iteration # 112 - FCN = 297155.2868609 Edm = 0.246803 NCalls = 833 -VariableMetric: Iteration # 113 - FCN = 297155.2472002 Edm = 0.0911066 NCalls = 835 -VariableMetric: Iteration # 114 - FCN = 297155.2324093 Edm = 0.0865698 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297155.2251038 Edm = 0.125568 NCalls = 839 -VariableMetric: Iteration # 116 - FCN = 297155.2162289 Edm = 0.00768704 NCalls = 841 -VariableMetric: Iteration # 117 - FCN = 297155.2115621 Edm = 0.00540126 NCalls = 843 -VariableMetric: Iteration # 118 - FCN = 297155.2069565 Edm = 0.00189786 NCalls = 845 -VariableMetric: Iteration # 119 - FCN = 297155.2036795 Edm = 0.00197565 NCalls = 847 -VariableMetric: Iteration # 120 - FCN = 297155.2003596 Edm = 0.002424 NCalls = 850 -VariableMetric: Iteration # 121 - FCN = 297155.1939429 Edm = 0.00647981 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297155.1889921 Edm = 0.00657771 NCalls = 856 -VariableMetric: Iteration # 123 - FCN = 297155.1832622 Edm = 0.00508696 NCalls = 860 -VariableMetric: Iteration # 124 - FCN = 297155.1773006 Edm = 0.0328054 NCalls = 865 -VariableMetric: Iteration # 125 - FCN = 297155.1639915 Edm = 0.00764639 NCalls = 871 -VariableMetric: Iteration # 126 - FCN = 297155.1602589 Edm = 0.0061192 NCalls = 875 -VariableMetric: Iteration # 127 - FCN = 297155.1547801 Edm = 0.00850338 NCalls = 878 -VariableMetric: Iteration # 128 - FCN = 297155.1506633 Edm = 0.0030642 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297155.1429919 Edm = 0.00611227 NCalls = 885 -VariableMetric: Iteration # 130 - FCN = 297155.1403192 Edm = 0.00204799 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297155.1371501 Edm = 0.00114898 NCalls = 890 -VariableMetric: Iteration # 132 - FCN = 297155.1338776 Edm = 0.00339654 NCalls = 893 -VariableMetric: Iteration # 133 - FCN = 297155.1289013 Edm = 0.00549513 NCalls = 896 -VariableMetric: Iteration # 134 - FCN = 297155.1234941 Edm = 0.00426664 NCalls = 899 -VariableMetric: Iteration # 135 - FCN = 297155.1208984 Edm = 0.00101905 NCalls = 901 -VariableMetric: Iteration # 136 - FCN = 297155.1196863 Edm = 0.000576086 NCalls = 903 -VariableMetric: Iteration # 137 - FCN = 297155.1175111 Edm = 0.00168418 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297155.1125145 Edm = 0.00370146 NCalls = 909 -VariableMetric: Iteration # 139 - FCN = 297155.1091141 Edm = 0.00241614 NCalls = 911 -VariableMetric: Iteration # 140 - FCN = 297155.1063054 Edm = 0.000762841 NCalls = 914 -VariableMetric: Iteration # 141 - FCN = 297155.1046506 Edm = 0.000516618 NCalls = 916 -VariableMetric: Iteration # 142 - FCN = 297155.1039176 Edm = 0.000588203 NCalls = 918 -VariableMetric: Iteration # 143 - FCN = 297155.1034487 Edm = 6.00273e-05 NCalls = 921 -VariableMetric: Iteration # 144 - FCN = 297155.1033638 Edm = 1.31551e-05 NCalls = 923 -VariableMetric: After Hessian - FCN = 297155.1033638 Edm = 4.35868e-05 NCalls = 1408 -VariableMetric: Iteration # 145 - FCN = 297155.1033638 Edm = 4.35868e-05 NCalls = 1408 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314472.3622447 Edm = 31.2749 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314472.3622447 Edm = 31.2749 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304245.5629823 Edm = 1.52912 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304202.6453267 Edm = 2.1078 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 304157.6518686 Edm = 67.7667 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298515.1870845 Edm = 6.5419 NCalls = 29 -VariableMetric: Iteration # 5 - FCN = 298502.7689156 Edm = 126.587 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298502.7689156 Edm = 126.587 NCalls = 42 -VariableMetric: After Hessian - FCN = 298502.7689156 Edm = 813029 NCalls = 515 -VariableMetric: Iteration # 7 - FCN = 298502.7689156 Edm = 813029 NCalls = 515 -VariableMetric: Iteration # 8 - FCN = 298502.7689156 Edm = 813029 NCalls = 526 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309558.3842256 Edm = 21.0513 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309558.3842256 Edm = 21.0513 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299889.5698675 Edm = 9.23185 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299392.6964322 Edm = 16.0494 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298822.0925732 Edm = 236.188 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298629.4166944 Edm = 240.071 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298536.7890282 Edm = 2.2344 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298533.2688273 Edm = 0.796283 NCalls = 22 -VariableMetric: Iteration # 7 - FCN = 298427.1855352 Edm = 118.529 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 298424.4907813 Edm = 1.22768 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 298362.0158989 Edm = 87.9324 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298275.271831 Edm = 63.6464 NCalls = 39 -VariableMetric: Iteration # 11 - FCN = 297806.775999 Edm = 8.49792 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297797.1395418 Edm = 4.03114 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297792.7415982 Edm = 0.255574 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297792.2385627 Edm = 0.164048 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297775.4319751 Edm = 15.746 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297629.3642897 Edm = 5.01139 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297621.8366879 Edm = 1.34545 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297609.9006603 Edm = 5.20878 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297603.8715289 Edm = 0.807676 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297603.6806247 Edm = 0.548395 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297601.5386773 Edm = 1.96025 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297556.4799265 Edm = 8.37117 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297551.2971102 Edm = 0.103331 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297551.186399 Edm = 0.00835155 NCalls = 83 -VariableMetric: Iteration # 25 - FCN = 297551.1094656 Edm = 0.0517816 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297545.6019485 Edm = 4.49261 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297400.5205575 Edm = 17.3841 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297359.1633248 Edm = 22.5413 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297349.1031046 Edm = 5.24609 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297343.1679006 Edm = 0.942582 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297342.6426055 Edm = 0.0762212 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297342.5641423 Edm = 0.00794372 NCalls = 108 -VariableMetric: Iteration # 33 - FCN = 297342.5491146 Edm = 0.00773653 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297342.0317383 Edm = 0.481736 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297288.4195197 Edm = 9.63488 NCalls = 122 -VariableMetric: Iteration # 36 - FCN = 297276.9010577 Edm = 5.01059 NCalls = 124 -VariableMetric: Iteration # 37 - FCN = 297275.0527557 Edm = 0.188026 NCalls = 126 -VariableMetric: Iteration # 38 - FCN = 297274.8021765 Edm = 0.0151281 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297274.781931 Edm = 0.0039881 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297274.7488367 Edm = 0.0297188 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297273.9925754 Edm = 0.657676 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297268.1480917 Edm = 0.510635 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297267.5268098 Edm = 0.0322604 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297267.4912302 Edm = 0.0017134 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297267.489346 Edm = 0.000373153 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297267.4814324 Edm = 0.00839821 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297267.010113 Edm = 0.117638 NCalls = 160 -VariableMetric: Iteration # 48 - FCN = 297263.8987716 Edm = 1.55348 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297258.189818 Edm = 0.0907342 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297258.1211061 Edm = 0.00245839 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297258.1181296 Edm = 0.000354253 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297258.1165066 Edm = 0.000877271 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297258.0833194 Edm = 0.0353342 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297257.0257 Edm = 0.738159 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297256.9764387 Edm = 0.00129271 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297256.9722544 Edm = 0.00314917 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297256.6740241 Edm = 0.274285 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297251.0039307 Edm = 1.05707 NCalls = 196 -VariableMetric: Iteration # 59 - FCN = 297249.9155585 Edm = 0.0972152 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297249.819071 Edm = 0.0119147 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297249.8015138 Edm = 0.00525012 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297249.7851806 Edm = 0.00293592 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297249.7787404 Edm = 0.0028425 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297249.7530991 Edm = 0.0205701 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297249.1883063 Edm = 0.567629 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297243.0434012 Edm = 8.38246 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297232.704802 Edm = 1.55353 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297232.0508533 Edm = 0.383367 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297231.7030756 Edm = 0.0231096 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297231.6767865 Edm = 0.00346341 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297231.6734026 Edm = 0.000212448 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297231.6729969 Edm = 0.000214306 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297231.6698977 Edm = 0.00282316 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297231.5077653 Edm = 0.129671 NCalls = 239 -VariableMetric: Iteration # 75 - FCN = 297230.0522871 Edm = 0.379057 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297229.5599865 Edm = 0.0794676 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297229.4828029 Edm = 0.00758309 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297229.4747858 Edm = 0.000141158 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297229.4746445 Edm = 8.2149e-06 NCalls = 248 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327859.0729878 Edm = 523.727 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327859.0729878 Edm = 523.727 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302045.4644286 Edm = 4.28444 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 301964.6605063 Edm = 234.857 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 301905.5695897 Edm = 1.58701 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 300431.2055274 Edm = 3654.29 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 300428.4795403 Edm = 2.36714 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298612.9843025 Edm = 517.526 NCalls = 34 -VariableMetric: Iteration # 7 - FCN = 297739.9734222 Edm = 22.1984 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297719.0653248 Edm = 0.844779 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297717.3454771 Edm = 0.0428401 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297716.3605462 Edm = 0.918176 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297576.3957694 Edm = 47.4269 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297525.7080544 Edm = 0.960232 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297524.8569435 Edm = 0.143362 NCalls = 57 -VariableMetric: Iteration # 14 - FCN = 297521.3904777 Edm = 4.06592 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297512.5360963 Edm = 7.48698 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297423.7262827 Edm = 7.86446 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 297417.8533331 Edm = 0.364469 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297417.4558233 Edm = 0.0470971 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297416.9286839 Edm = 0.494571 NCalls = 76 -VariableMetric: Iteration # 20 - FCN = 297374.8879913 Edm = 34.8074 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297239.099348 Edm = 13.4358 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297218.2750044 Edm = 0.593017 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297217.7828844 Edm = 0.035481 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297217.7508288 Edm = 0.00773737 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297217.6854108 Edm = 0.0969055 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297217.3844178 Edm = 0.503705 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297211.9126758 Edm = 3.90562 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297185.2593058 Edm = 0.645406 NCalls = 110 -VariableMetric: Iteration # 29 - FCN = 297184.6481675 Edm = 0.0352876 NCalls = 112 -VariableMetric: Iteration # 30 - FCN = 297184.589093 Edm = 0.00421 NCalls = 114 -VariableMetric: Iteration # 31 - FCN = 297184.5816314 Edm = 0.00317315 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297184.5205584 Edm = 0.0699977 NCalls = 120 -VariableMetric: Iteration # 33 - FCN = 297183.7140112 Edm = 0.622124 NCalls = 127 -VariableMetric: Iteration # 34 - FCN = 297179.3946442 Edm = 0.110877 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297179.2216966 Edm = 0.0117568 NCalls = 132 -VariableMetric: Iteration # 36 - FCN = 297179.2010739 Edm = 0.00214729 NCalls = 134 -VariableMetric: Iteration # 37 - FCN = 297179.1957225 Edm = 0.00289409 NCalls = 136 -VariableMetric: Iteration # 38 - FCN = 297179.156883 Edm = 0.0360396 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297174.1347238 Edm = 4.2407 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297167.9132803 Edm = 2.59237 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297165.4357984 Edm = 0.0696132 NCalls = 149 -VariableMetric: Iteration # 42 - FCN = 297165.390721 Edm = 0.00297381 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297165.3879049 Edm = 0.000555201 NCalls = 152 -VariableMetric: Iteration # 44 - FCN = 297165.3834943 Edm = 0.00429814 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297165.1614475 Edm = 0.235985 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297164.3620366 Edm = 0.00510095 NCalls = 169 -VariableMetric: Iteration # 47 - FCN = 297157.3738945 Edm = 0.27152 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297157.1057267 Edm = 0.0207557 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297157.0786085 Edm = 0.000397245 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297157.0779033 Edm = 0.000211089 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297157.0728284 Edm = 0.00556908 NCalls = 180 -VariableMetric: Iteration # 52 - FCN = 297156.8443881 Edm = 0.14255 NCalls = 187 -VariableMetric: Iteration # 53 - FCN = 297155.0533395 Edm = 0.464461 NCalls = 190 -VariableMetric: Iteration # 54 - FCN = 297154.2984003 Edm = 0.039567 NCalls = 193 -VariableMetric: Iteration # 55 - FCN = 297154.2181565 Edm = 0.0162589 NCalls = 195 -VariableMetric: Iteration # 56 - FCN = 297154.1891384 Edm = 0.0039786 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297154.1842515 Edm = 0.000442266 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297154.1837368 Edm = 3.77027e-05 NCalls = 201 -VariableMetric: After Hessian - FCN = 297154.1837368 Edm = 9009.41 NCalls = 678 -VariableMetric: Iteration # 59 - FCN = 297154.1837368 Edm = 9009.41 NCalls = 678 -VariableMetric: Iteration # 60 - FCN = 297150.1164379 Edm = 1097.77 NCalls = 686 -VariableMetric: Iteration # 61 - FCN = 297148.2987606 Edm = 0.878742 NCalls = 690 -VariableMetric: Iteration # 62 - FCN = 297146.6015161 Edm = 2.73173 NCalls = 693 -VariableMetric: Iteration # 63 - FCN = 297143.0073397 Edm = 15.8081 NCalls = 697 -VariableMetric: Iteration # 64 - FCN = 297140.9325066 Edm = 2.03206 NCalls = 701 -VariableMetric: Iteration # 65 - FCN = 297138.5867855 Edm = 0.938899 NCalls = 704 -VariableMetric: Iteration # 66 - FCN = 297137.274671 Edm = 0.886344 NCalls = 706 -VariableMetric: Iteration # 67 - FCN = 297136.2005839 Edm = 0.909976 NCalls = 709 -VariableMetric: Iteration # 68 - FCN = 297135.3339396 Edm = 0.131949 NCalls = 712 -VariableMetric: Iteration # 69 - FCN = 297135.0096191 Edm = 0.100065 NCalls = 715 -VariableMetric: Iteration # 70 - FCN = 297134.8322505 Edm = 0.084878 NCalls = 717 -VariableMetric: Iteration # 71 - FCN = 297134.5327004 Edm = 0.0293049 NCalls = 720 -VariableMetric: Iteration # 72 - FCN = 297134.4568267 Edm = 0.0397919 NCalls = 722 -VariableMetric: Iteration # 73 - FCN = 297134.3285821 Edm = 0.0193782 NCalls = 724 -VariableMetric: Iteration # 74 - FCN = 297134.2414474 Edm = 0.0158463 NCalls = 726 -VariableMetric: Iteration # 75 - FCN = 297134.2090193 Edm = 0.0103481 NCalls = 728 -VariableMetric: Iteration # 76 - FCN = 297134.1849467 Edm = 0.00753843 NCalls = 730 -VariableMetric: Iteration # 77 - FCN = 297134.1726389 Edm = 0.00583894 NCalls = 732 -VariableMetric: Iteration # 78 - FCN = 297134.1413599 Edm = 0.0114579 NCalls = 735 -VariableMetric: Iteration # 79 - FCN = 297134.1169944 Edm = 0.00694225 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297134.0777043 Edm = 0.00928917 NCalls = 740 -VariableMetric: Iteration # 81 - FCN = 297134.0525905 Edm = 0.0103437 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297134.0104244 Edm = 0.00313826 NCalls = 744 -VariableMetric: Iteration # 83 - FCN = 297133.9964253 Edm = 0.00611694 NCalls = 746 -VariableMetric: Iteration # 84 - FCN = 297133.9744863 Edm = 0.00469883 NCalls = 748 -VariableMetric: Iteration # 85 - FCN = 297133.9516118 Edm = 0.0119646 NCalls = 750 -VariableMetric: Iteration # 86 - FCN = 297133.8955259 Edm = 0.00923879 NCalls = 752 -VariableMetric: Iteration # 87 - FCN = 297133.8774669 Edm = 0.00767743 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 297133.843354 Edm = 0.00985569 NCalls = 756 -VariableMetric: Iteration # 89 - FCN = 297133.8252855 Edm = 0.00418954 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297133.7968599 Edm = 0.0117402 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297133.7744186 Edm = 0.00577158 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297133.7601178 Edm = 0.0122338 NCalls = 765 -VariableMetric: Iteration # 93 - FCN = 297133.7082132 Edm = 0.00932035 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297133.6937747 Edm = 0.00265463 NCalls = 770 -VariableMetric: Iteration # 95 - FCN = 297133.6635498 Edm = 0.00814773 NCalls = 773 -VariableMetric: Iteration # 96 - FCN = 297133.6509585 Edm = 0.00165361 NCalls = 775 -VariableMetric: Iteration # 97 - FCN = 297133.6398241 Edm = 0.00555187 NCalls = 778 -VariableMetric: Iteration # 98 - FCN = 297133.6242633 Edm = 0.00144 NCalls = 780 -VariableMetric: Iteration # 99 - FCN = 297133.6208033 Edm = 0.00117013 NCalls = 782 -VariableMetric: Iteration # 100 - FCN = 297133.6146962 Edm = 0.000936084 NCalls = 784 -VariableMetric: Iteration # 101 - FCN = 297133.6133959 Edm = 0.000150389 NCalls = 786 -VariableMetric: Iteration # 102 - FCN = 297133.6128578 Edm = 0.000317929 NCalls = 788 -VariableMetric: Iteration # 103 - FCN = 297133.6114203 Edm = 8.94264e-05 NCalls = 790 -VariableMetric: Iteration # 104 - FCN = 297133.6112116 Edm = 0.000107461 NCalls = 792 -VariableMetric: Iteration # 105 - FCN = 297133.6082755 Edm = 0.000918155 NCalls = 796 -VariableMetric: Iteration # 106 - FCN = 297133.6070294 Edm = 0.000123525 NCalls = 798 -VariableMetric: Iteration # 107 - FCN = 297133.6066872 Edm = 0.00021359 NCalls = 800 -VariableMetric: Iteration # 108 - FCN = 297133.60595 Edm = 0.000198754 NCalls = 803 -VariableMetric: Iteration # 109 - FCN = 297133.6055478 Edm = 0.000123174 NCalls = 806 -VariableMetric: Iteration # 110 - FCN = 297133.6053605 Edm = 1.94519e-05 NCalls = 808 -VariableMetric: After Hessian - FCN = 297133.6053605 Edm = 3.136e-05 NCalls = 1289 -VariableMetric: Iteration # 111 - FCN = 297133.6053605 Edm = 3.136e-05 NCalls = 1289 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 326296.2159906 Edm = 53.382 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 326296.2159906 Edm = 53.382 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 301316.9575104 Edm = 8.72113 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 300018.5704696 Edm = 5.17574 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 300009.2031467 Edm = 7.66095 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298694.6341806 Edm = 80.6213 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298630.5294383 Edm = 30.1253 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298621.4998726 Edm = 0.909256 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 298605.3853792 Edm = 15.8288 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298440.7759109 Edm = 118.624 NCalls = 39 -VariableMetric: Iteration # 9 - FCN = 297965.5879795 Edm = 2.94177 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297963.0292897 Edm = 0.0366082 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297962.8347914 Edm = 0.240156 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297923.0400978 Edm = 15.4611 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 297770.7410374 Edm = 50.1223 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297728.7984392 Edm = 50.8421 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297711.5864244 Edm = 2.11523 NCalls = 70 -VariableMetric: Iteration # 16 - FCN = 297701.9272769 Edm = 0.654087 NCalls = 72 -VariableMetric: Iteration # 17 - FCN = 297701.2474037 Edm = 0.0175577 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 297701.1877678 Edm = 0.0336693 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297701.103613 Edm = 0.0356307 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297694.410055 Edm = 7.39133 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297694.1225716 Edm = 0.261136 NCalls = 87 -VariableMetric: Iteration # 22 - FCN = 297684.7341941 Edm = 8.14552 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297648.7781242 Edm = 1.20804 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297647.880796 Edm = 0.183041 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297647.6764311 Edm = 0.0457214 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297647.5724642 Edm = 0.0160458 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297647.5058658 Edm = 0.0375775 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297647.0791589 Edm = 0.408085 NCalls = 109 -VariableMetric: Iteration # 29 - FCN = 297643.5606098 Edm = 2.69123 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297600.9048337 Edm = 8.42475 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297591.0230962 Edm = 1.56772 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297587.5823774 Edm = 0.680922 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297584.7376079 Edm = 2.3031 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297583.3558487 Edm = 1.90478 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297581.7040973 Edm = 2.11407 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297577.9539877 Edm = 1.23453 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297574.9684948 Edm = 3.02298 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297571.8726104 Edm = 3.07572 NCalls = 145 -VariableMetric: Iteration # 39 - FCN = 297569.5089403 Edm = 3.7943 NCalls = 148 -VariableMetric: Iteration # 40 - FCN = 297566.258971 Edm = 1.98088 NCalls = 151 -VariableMetric: Iteration # 41 - FCN = 297560.6238803 Edm = 1.62157 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297557.4835731 Edm = 0.281262 NCalls = 157 -VariableMetric: Iteration # 43 - FCN = 297557.1737888 Edm = 0.0266574 NCalls = 158 -VariableMetric: Iteration # 44 - FCN = 297557.1203118 Edm = 0.0207754 NCalls = 160 -VariableMetric: Iteration # 45 - FCN = 297557.1006267 Edm = 0.0226028 NCalls = 162 -VariableMetric: Iteration # 46 - FCN = 297557.0712739 Edm = 0.0111852 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297556.9537695 Edm = 0.098542 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297555.8072553 Edm = 1.64054 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297554.5072175 Edm = 3.26136 NCalls = 177 -VariableMetric: Iteration # 50 - FCN = 297549.8708695 Edm = 5.17392 NCalls = 182 -VariableMetric: Iteration # 51 - FCN = 297543.9731185 Edm = 5.14009 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297527.6309385 Edm = 3.66667 NCalls = 192 -VariableMetric: Iteration # 53 - FCN = 297523.8368508 Edm = 1.04839 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297521.9204761 Edm = 0.591638 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297520.9890539 Edm = 0.0746485 NCalls = 197 -VariableMetric: Iteration # 56 - FCN = 297520.9009292 Edm = 0.00633455 NCalls = 199 -VariableMetric: Iteration # 57 - FCN = 297520.8900399 Edm = 0.00277014 NCalls = 201 -VariableMetric: Iteration # 58 - FCN = 297520.8756874 Edm = 0.00959062 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297520.5025795 Edm = 0.363201 NCalls = 207 -VariableMetric: Iteration # 60 - FCN = 297505.2294985 Edm = 11.1138 NCalls = 213 -VariableMetric: Iteration # 61 - FCN = 297490.9783348 Edm = 7.29607 NCalls = 215 -VariableMetric: Iteration # 62 - FCN = 297485.5719256 Edm = 0.998314 NCalls = 218 -VariableMetric: Iteration # 63 - FCN = 297484.7212186 Edm = 0.114945 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297484.4190522 Edm = 0.187119 NCalls = 222 -VariableMetric: Iteration # 65 - FCN = 297484.0704476 Edm = 0.0240134 NCalls = 224 -VariableMetric: Iteration # 66 - FCN = 297484.0418176 Edm = 0.00323188 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297484.0368779 Edm = 0.0022651 NCalls = 228 -VariableMetric: Iteration # 68 - FCN = 297484.005417 Edm = 0.0315332 NCalls = 232 -VariableMetric: Iteration # 69 - FCN = 297482.8114343 Edm = 1.22979 NCalls = 239 -VariableMetric: Iteration # 70 - FCN = 297482.7069608 Edm = 0.101838 NCalls = 244 -VariableMetric: Iteration # 71 - FCN = 297471.9363655 Edm = 2.18485 NCalls = 249 -VariableMetric: Iteration # 72 - FCN = 297469.191729 Edm = 0.590284 NCalls = 252 -VariableMetric: Iteration # 73 - FCN = 297468.6778219 Edm = 0.645651 NCalls = 254 -VariableMetric: Iteration # 74 - FCN = 297468.0624611 Edm = 0.567413 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297467.5769293 Edm = 0.58523 NCalls = 260 -VariableMetric: Iteration # 76 - FCN = 297466.4940679 Edm = 0.362041 NCalls = 264 -VariableMetric: Iteration # 77 - FCN = 297466.1845535 Edm = 0.0586514 NCalls = 266 -VariableMetric: Iteration # 78 - FCN = 297466.1326917 Edm = 0.00423557 NCalls = 268 -VariableMetric: Iteration # 79 - FCN = 297466.1281149 Edm = 0.00116418 NCalls = 270 -VariableMetric: Iteration # 80 - FCN = 297466.1251795 Edm = 0.00200818 NCalls = 272 -VariableMetric: Iteration # 81 - FCN = 297466.0650086 Edm = 0.0637775 NCalls = 276 -VariableMetric: Iteration # 82 - FCN = 297463.4600346 Edm = 0.927342 NCalls = 283 -VariableMetric: Iteration # 83 - FCN = 297458.0914294 Edm = 0.91454 NCalls = 286 -VariableMetric: Iteration # 84 - FCN = 297457.1372638 Edm = 0.0550416 NCalls = 288 -VariableMetric: Iteration # 85 - FCN = 297457.0748422 Edm = 0.024686 NCalls = 290 -VariableMetric: Iteration # 86 - FCN = 297457.0153816 Edm = 0.0393911 NCalls = 294 -VariableMetric: Iteration # 87 - FCN = 297456.951269 Edm = 0.0229367 NCalls = 296 -VariableMetric: Iteration # 88 - FCN = 297456.9319333 Edm = 0.0144386 NCalls = 298 -VariableMetric: Iteration # 89 - FCN = 297456.8988258 Edm = 0.034182 NCalls = 301 -VariableMetric: Iteration # 90 - FCN = 297456.8252724 Edm = 0.112266 NCalls = 304 -VariableMetric: Iteration # 91 - FCN = 297456.6356336 Edm = 0.138013 NCalls = 310 -VariableMetric: Iteration # 92 - FCN = 297456.541446 Edm = 0.276123 NCalls = 314 -VariableMetric: Iteration # 93 - FCN = 297456.4305672 Edm = 0.0345178 NCalls = 317 -VariableMetric: Iteration # 94 - FCN = 297456.3609344 Edm = 0.00978465 NCalls = 320 -VariableMetric: Iteration # 95 - FCN = 297456.3491552 Edm = 0.000782038 NCalls = 322 -VariableMetric: Iteration # 96 - FCN = 297456.3484434 Edm = 0.000117776 NCalls = 324 -VariableMetric: Iteration # 97 - FCN = 297456.3474846 Edm = 0.00077705 NCalls = 327 -VariableMetric: Iteration # 98 - FCN = 297456.2547473 Edm = 0.089862 NCalls = 332 -VariableMetric: Iteration # 99 - FCN = 297454.3111827 Edm = 0.668554 NCalls = 337 -VariableMetric: Iteration # 100 - FCN = 297453.3896871 Edm = 0.0838079 NCalls = 339 -VariableMetric: Iteration # 101 - FCN = 297453.3104494 Edm = 0.0689679 NCalls = 342 -VariableMetric: Iteration # 102 - FCN = 297453.1957714 Edm = 0.0387039 NCalls = 345 -VariableMetric: Iteration # 103 - FCN = 297453.1255572 Edm = 0.0192141 NCalls = 348 -VariableMetric: Iteration # 104 - FCN = 297453.0821299 Edm = 0.0112845 NCalls = 351 -VariableMetric: Iteration # 105 - FCN = 297453.077364 Edm = 0.00659572 NCalls = 353 -VariableMetric: Iteration # 106 - FCN = 297453.0699461 Edm = 0.000707725 NCalls = 355 -VariableMetric: Iteration # 107 - FCN = 297453.0688648 Edm = 0.000176142 NCalls = 357 -VariableMetric: Iteration # 108 - FCN = 297453.0685782 Edm = 0.000198562 NCalls = 359 -VariableMetric: Iteration # 109 - FCN = 297453.0671213 Edm = 0.0011882 NCalls = 363 -VariableMetric: Iteration # 110 - FCN = 297452.9414247 Edm = 0.125672 NCalls = 368 -VariableMetric: Iteration # 111 - FCN = 297452.2565419 Edm = 0.903392 NCalls = 373 -VariableMetric: Iteration # 112 - FCN = 297450.1791282 Edm = 0.437749 NCalls = 377 -VariableMetric: Iteration # 113 - FCN = 297449.702088 Edm = 0.016372 NCalls = 379 -VariableMetric: Iteration # 114 - FCN = 297449.6814431 Edm = 0.00380473 NCalls = 381 -VariableMetric: Iteration # 115 - FCN = 297449.6786902 Edm = 0.00214605 NCalls = 383 -VariableMetric: Iteration # 116 - FCN = 297449.6770724 Edm = 0.000114535 NCalls = 385 -VariableMetric: Iteration # 117 - FCN = 297449.676921 Edm = 4.96991e-05 NCalls = 387 -VariableMetric: After Hessian - FCN = 297449.676921 Edm = 31.9971 NCalls = 864 -VariableMetric: Iteration # 118 - FCN = 297449.676921 Edm = 31.9971 NCalls = 864 -VariableMetric: Iteration # 119 - FCN = 297447.7341885 Edm = 308.759 NCalls = 873 -VariableMetric: Iteration # 120 - FCN = 297447.5271929 Edm = 3.98478 NCalls = 877 -VariableMetric: Iteration # 121 - FCN = 297446.5454477 Edm = 1.37807 NCalls = 884 -VariableMetric: Iteration # 122 - FCN = 297446.1881479 Edm = 0.583006 NCalls = 886 -VariableMetric: Iteration # 123 - FCN = 297445.000085 Edm = 0.596223 NCalls = 888 -VariableMetric: Iteration # 124 - FCN = 297444.5641539 Edm = 0.201914 NCalls = 892 -VariableMetric: Iteration # 125 - FCN = 297444.2680566 Edm = 0.222937 NCalls = 895 -VariableMetric: Iteration # 126 - FCN = 297444.0538554 Edm = 0.108114 NCalls = 897 -VariableMetric: Iteration # 127 - FCN = 297443.8571181 Edm = 0.0423586 NCalls = 899 -VariableMetric: Iteration # 128 - FCN = 297443.7587232 Edm = 0.0251171 NCalls = 901 -VariableMetric: Iteration # 129 - FCN = 297443.677091 Edm = 0.0344343 NCalls = 903 -VariableMetric: Iteration # 130 - FCN = 297443.5622014 Edm = 0.0794001 NCalls = 905 -VariableMetric: Iteration # 131 - FCN = 297443.4711283 Edm = 0.0879329 NCalls = 908 -VariableMetric: Iteration # 132 - FCN = 297443.2150929 Edm = 0.118595 NCalls = 911 -VariableMetric: Iteration # 133 - FCN = 297442.9497797 Edm = 0.43399 NCalls = 916 -VariableMetric: Iteration # 134 - FCN = 297442.5487362 Edm = 0.185209 NCalls = 920 -VariableMetric: Iteration # 135 - FCN = 297441.8634048 Edm = 1.42877 NCalls = 925 -VariableMetric: Iteration # 136 - FCN = 297441.4590533 Edm = 0.683547 NCalls = 927 -VariableMetric: Iteration # 137 - FCN = 297440.9453232 Edm = 1.01808 NCalls = 932 -VariableMetric: Iteration # 138 - FCN = 297440.5718923 Edm = 0.775336 NCalls = 935 -VariableMetric: Iteration # 139 - FCN = 297438.2171596 Edm = 1.08581 NCalls = 939 -VariableMetric: Iteration # 140 - FCN = 297436.4552052 Edm = 6.19219 NCalls = 942 -VariableMetric: Iteration # 141 - FCN = 297434.3975137 Edm = 1.72443 NCalls = 948 -VariableMetric: Iteration # 142 - FCN = 297432.762191 Edm = 0.955587 NCalls = 951 -VariableMetric: Iteration # 143 - FCN = 297431.7562318 Edm = 1.91006 NCalls = 954 -VariableMetric: Iteration # 144 - FCN = 297431.1781394 Edm = 0.447475 NCalls = 957 -VariableMetric: Iteration # 145 - FCN = 297430.7760491 Edm = 0.660616 NCalls = 959 -VariableMetric: Iteration # 146 - FCN = 297430.5359638 Edm = 0.0769063 NCalls = 961 -VariableMetric: Iteration # 147 - FCN = 297430.4735287 Edm = 0.0330915 NCalls = 963 -VariableMetric: Iteration # 148 - FCN = 297430.4253855 Edm = 0.00996602 NCalls = 965 -VariableMetric: Iteration # 149 - FCN = 297430.4058373 Edm = 0.00385833 NCalls = 967 -VariableMetric: Iteration # 150 - FCN = 297430.3995497 Edm = 0.00187621 NCalls = 969 -VariableMetric: Iteration # 151 - FCN = 297430.3965772 Edm = 0.00103902 NCalls = 971 -VariableMetric: Iteration # 152 - FCN = 297430.3951125 Edm = 0.000294428 NCalls = 973 -VariableMetric: Iteration # 153 - FCN = 297430.3946406 Edm = 0.000105812 NCalls = 975 -VariableMetric: Iteration # 154 - FCN = 297430.3944162 Edm = 3.65119e-05 NCalls = 977 -VariableMetric: After Hessian - FCN = 297430.3944162 Edm = 7.74269e-05 NCalls = 1466 -VariableMetric: Iteration # 155 - FCN = 297430.3944162 Edm = 7.74269e-05 NCalls = 1466 -raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1250 (1250 total) | -| EDM = 1.96E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297180.17705701356 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.89 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.93 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.02 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 0.91 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 5.22 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.91 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -1.95 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 6.02 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.65 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.34 | 0.09 | | | -2 | 2 | | -| 13| psi2s_p | 1.902 | 0.032 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.499 | 0.021 | | | -2 | 2 | | -| 16| jpsi_p | -1.634 | 0.027 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.83 | 0.18 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.74 | 0.22 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.96 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.28 | 0.25 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.116 -0.004 0.003 -0.249 -0.137 -0.066 -0.222 0.290 -0.016 0.001 0.066 0.196 -0.101 -0.022 0.009 -0.015 0.094 0.012 0.023 -0.074 -0.019 0.000 0.046 | -| bplus_1 | -0.116 1.000 -0.144 0.065 -0.001 0.067 0.167 -0.019 0.012 0.023 0.005 0.122 -0.258 0.046 0.357 -0.837 0.078 0.018 -0.004 -0.004 -0.176 0.082 -0.001 0.022 | -| rho_s | -0.004 -0.144 1.000 -0.402 0.013 0.019 0.038 0.017 0.001 0.041 0.052 0.026 -0.000 0.008 0.062 0.227 0.013 0.005 -0.000 -0.000 0.010 0.019 0.010 0.251 | -| omega_s | 0.003 0.065 -0.402 1.000 -0.002 -0.005 -0.012 -0.002 -0.002 0.025 -0.016 -0.012 0.018 -0.004 -0.022 -0.091 -0.022 -0.002 0.000 -0.000 0.001 -0.007 -0.047 0.217 | -| p4040_s | -0.249 -0.001 0.013 -0.002 1.000 0.138 -0.085 -0.006 -0.554 -0.016 0.003 -0.178 0.126 -0.005 -0.143 0.018 -0.021 -0.246 0.000 0.004 0.370 0.075 0.000 0.053 | -| p4415_s | -0.137 0.067 0.019 -0.005 0.138 1.000 -0.015 0.296 -0.049 -0.010 0.002 -0.084 0.005 -0.010 -0.082 0.022 -0.029 0.028 0.001 0.002 0.234 -0.014 0.000 0.031 | -| Dbar_p | -0.066 0.167 0.038 -0.012 -0.085 -0.015 1.000 -0.097 0.062 -0.005 0.003 0.352 -0.090 0.023 -0.083 0.035 0.272 -0.019 0.016 0.002 -0.282 0.014 0.000 0.022 | -| p4160_s | -0.222 -0.019 0.017 -0.002 -0.006 0.296 -0.097 1.000 -0.170 -0.023 0.004 -0.081 0.160 -0.106 -0.107 0.033 -0.055 0.294 0.005 0.009 0.253 -0.019 0.000 0.071 | -| p4160_p | 0.290 0.012 0.001 -0.002 -0.554 -0.049 0.062 -0.170 1.000 0.001 -0.002 0.235 -0.092 -0.120 0.209 0.009 -0.004 0.151 0.022 0.035 -0.412 0.018 0.000 -0.015 | -| phi_s | -0.016 0.023 0.041 0.025 -0.016 -0.010 -0.005 -0.023 0.001 1.000 0.656 0.001 -0.073 -0.003 0.007 -0.019 -0.003 -0.006 -0.000 0.000 -0.038 -0.009 -0.002 0.137 | -| phi_p | 0.001 0.005 0.052 -0.016 0.003 0.002 0.003 0.004 -0.002 0.656 1.000 -0.004 0.015 -0.004 -0.000 0.004 -0.033 -0.000 0.000 0.000 -0.002 0.001 -0.001 0.139 | -| p3770_p | 0.066 0.122 0.026 -0.012 -0.178 -0.084 0.352 -0.081 0.235 0.001 -0.004 1.000 -0.127 0.038 0.270 0.035 0.107 0.174 0.025 0.020 -0.241 -0.213 0.000 -0.019 | -| bplus_2 | 0.196 -0.258 -0.000 0.018 0.126 0.005 -0.090 0.160 -0.092 -0.073 0.015 -0.127 1.000 -0.028 -0.273 -0.066 0.104 -0.075 0.006 0.007 0.703 -0.141 -0.000 0.262 | -| psi2s_p | -0.101 0.046 0.008 -0.004 -0.005 -0.010 0.023 -0.106 -0.120 -0.003 -0.004 0.038 -0.028 1.000 0.001 -0.007 -0.014 -0.230 0.026 0.027 0.143 -0.429 0.000 -0.005 | -| DDstar_p | -0.022 0.357 0.062 -0.022 -0.143 -0.082 -0.083 -0.107 0.209 0.007 -0.000 0.270 -0.273 0.001 1.000 0.028 0.208 0.108 0.002 0.030 -0.109 0.159 0.000 -0.011 | -| bplus_0 | 0.009 -0.837 0.227 -0.091 0.018 0.022 0.035 0.033 0.009 -0.019 0.004 0.035 -0.066 -0.007 0.028 1.000 -0.041 0.019 0.001 0.001 -0.002 0.042 0.001 -0.008 | -| jpsi_p | -0.015 0.078 0.013 -0.022 -0.021 -0.029 0.272 -0.055 -0.004 -0.003 -0.033 0.107 0.104 -0.014 0.208 -0.041 1.000 -0.083 0.041 0.053 0.211 -0.025 0.001 -0.092 | -| p4040_p | 0.094 0.018 0.005 -0.002 -0.246 0.028 -0.019 0.294 0.151 -0.006 -0.000 0.174 -0.075 -0.230 0.108 0.019 -0.083 1.000 0.022 0.029 -0.293 -0.024 0.000 0.009 | -| Dbar_s | 0.012 -0.004 -0.000 0.000 0.000 0.001 0.016 0.005 0.022 -0.000 0.000 0.025 0.006 0.026 0.002 0.001 0.041 0.022 1.000 -0.001 0.010 0.025 -0.000 0.001 | -| DDstar_s | 0.023 -0.004 -0.000 -0.000 0.004 0.002 0.002 0.009 0.035 0.000 0.000 0.020 0.007 0.027 0.030 0.001 0.053 0.029 -0.001 1.000 0.000 0.023 -0.000 0.001 | -| Ctt | -0.074 -0.176 0.010 0.001 0.370 0.234 -0.282 0.253 -0.412 -0.038 -0.002 -0.241 0.703 0.143 -0.109 -0.002 0.211 -0.293 0.010 0.000 1.000 -0.226 0.000 0.109 | -| p3770_s | -0.019 0.082 0.019 -0.007 0.075 -0.014 0.014 -0.019 0.018 -0.009 0.001 -0.213 -0.141 -0.429 0.159 0.042 -0.025 -0.024 0.025 0.023 -0.226 1.000 0.000 0.016 | -| omega_p | 0.000 -0.001 0.010 -0.047 0.000 0.000 0.000 0.000 0.000 -0.002 -0.001 0.000 -0.000 0.000 0.000 0.001 0.001 0.000 -0.000 -0.000 0.000 0.000 1.000 0.005 | -| rho_p | 0.046 0.022 0.251 0.217 0.053 0.031 0.022 0.071 -0.015 0.137 0.139 -0.019 0.262 -0.005 -0.011 -0.008 -0.092 0.009 0.001 0.001 0.109 0.016 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2303937270334977}), (, {'error': 0.04367032827469797}), (, {'error': 0.317886092525126}), (, {'error': 0.8755688857645261}), (, {'error': 0.17178581890150074}), (, {'error': 0.1903409131771463}), (, {'error': 0.2892062628707919}), (, {'error': 0.16656773330445518}), (, {'error': 0.11572320966283467}), (, {'error': 1.0557260884284476}), (, {'error': 0.2419640187832206}), (, {'error': 0.1096204117228845}), (, {'error': 0.0924720428701018}), (, {'error': 0.03161739880736203}), (, {'error': 0.3187819101457481}), (, {'error': 0.02124279992173661}), (, {'error': 0.027084674710259105}), (, {'error': 0.1785105323531555}), (, {'error': 0.015934383171815225}), (, {'error': 0.019573201868434142}), (, {'error': 0.2195126096271655}), (, {'error': 0.23181113354277638}), (, {'error': 0.04820314175968399}), (, {'error': 0.2456176030783941})]) -Toy 1/25 -Time taken: 4 min, 55 s -Projected time left: 1 h, 58 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1445 (1445 total) | -| EDM = 0.000282 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297201.346573657 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.90 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 1.7 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.0 | 1.8 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.61 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -1.23 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.06 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.0 | 1.7 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.11 | 0.45 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.53 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.32 | 0.10 | | | -2 | 2 | | -| 13| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -1.32 | 0.29 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.492 | 0.022 | | | -2 | 2 | | -| 16| jpsi_p | -1.626 | 0.026 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.31 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.50 | 0.21 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | -6.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.2 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.087 0.037 0.050 -0.222 -0.177 -0.077 -0.164 0.309 0.012 0.022 0.060 0.194 -0.114 -0.039 0.004 -0.045 0.173 0.014 0.027 -0.052 -0.017 0.036 0.085 | -| bplus_1 | -0.087 1.000 -0.050 0.165 0.017 0.123 0.172 0.011 -0.024 0.078 0.063 0.093 -0.177 0.022 0.340 -0.842 0.002 -0.008 -0.000 -0.000 -0.139 0.057 0.126 0.169 | -| rho_s | 0.037 -0.050 1.000 0.089 0.047 0.021 0.031 0.060 -0.008 0.219 0.214 -0.007 0.187 -0.005 0.017 0.105 -0.099 0.001 0.001 0.001 0.075 0.025 0.101 0.456 | -| omega_s | 0.050 0.165 0.089 1.000 0.045 -0.004 -0.012 0.056 -0.012 0.284 0.241 -0.048 0.265 -0.015 -0.065 -0.205 -0.166 -0.000 0.001 0.000 0.089 0.007 0.809 0.689 | -| p4040_s | -0.222 0.017 0.047 0.045 1.000 0.189 -0.094 0.083 -0.551 0.015 0.024 -0.151 0.121 -0.026 -0.145 0.006 -0.032 -0.244 0.000 0.004 0.339 0.099 0.032 0.082 | -| p4415_s | -0.177 0.123 0.021 -0.004 0.189 1.000 0.029 0.325 -0.082 -0.002 0.001 -0.068 -0.085 0.021 -0.023 0.021 -0.016 -0.015 0.000 0.000 0.197 0.021 -0.004 0.005 | -| Dbar_p | -0.077 0.172 0.031 -0.012 -0.094 0.029 1.000 -0.087 0.019 -0.005 -0.002 0.297 -0.089 -0.024 -0.087 0.029 0.187 -0.039 0.014 0.004 -0.294 -0.034 -0.010 0.000 | -| p4160_s | -0.164 0.011 0.060 0.056 0.083 0.325 -0.087 1.000 -0.162 0.018 0.030 -0.079 0.154 -0.086 -0.105 0.017 -0.055 0.280 0.003 0.006 0.253 0.010 0.040 0.102 | -| p4160_p | 0.309 -0.024 -0.008 -0.012 -0.551 -0.082 0.019 -0.162 1.000 -0.010 -0.010 0.208 -0.052 -0.148 0.170 0.017 -0.046 0.262 0.020 0.032 -0.390 -0.023 -0.009 -0.016 | -| phi_s | 0.012 0.078 0.219 0.284 0.015 -0.002 -0.005 0.018 -0.010 1.000 0.888 -0.026 0.094 -0.013 -0.024 -0.085 -0.109 -0.005 0.001 0.000 0.022 -0.003 0.240 0.408 | -| phi_p | 0.022 0.063 0.214 0.241 0.024 0.001 -0.002 0.030 -0.010 0.888 1.000 -0.027 0.130 -0.013 -0.027 -0.066 -0.123 -0.003 0.001 0.001 0.037 0.003 0.209 0.381 | -| p3770_p | 0.060 0.093 -0.007 -0.048 -0.151 -0.068 0.297 -0.079 0.208 -0.026 -0.027 1.000 -0.129 -0.006 0.254 0.045 0.035 0.171 0.026 0.021 -0.245 -0.249 -0.038 -0.059 | -| bplus_2 | 0.194 -0.177 0.187 0.265 0.121 -0.085 -0.089 0.154 -0.052 0.094 0.130 -0.129 1.000 -0.012 -0.287 -0.132 0.045 -0.061 0.004 0.004 0.678 -0.081 0.192 0.428 | -| psi2s_p | -0.114 0.022 -0.005 -0.015 -0.026 0.021 -0.024 -0.086 -0.148 -0.013 -0.013 -0.006 -0.012 1.000 -0.030 -0.005 -0.028 -0.226 0.019 0.019 0.184 -0.405 -0.013 -0.017 | -| DDstar_p | -0.039 0.340 0.017 -0.065 -0.145 -0.023 -0.087 -0.105 0.170 -0.024 -0.027 0.254 -0.287 -0.030 1.000 0.034 0.133 0.105 0.003 0.024 -0.129 0.127 -0.050 -0.074 | -| bplus_0 | 0.004 -0.842 0.105 -0.205 0.006 0.021 0.029 0.017 0.017 -0.085 -0.066 0.045 -0.132 -0.005 0.034 1.000 -0.014 0.017 0.001 0.001 -0.037 0.041 -0.155 -0.199 | -| jpsi_p | -0.045 0.002 -0.099 -0.166 -0.032 -0.016 0.187 -0.055 -0.046 -0.109 -0.123 0.035 0.045 -0.028 0.133 -0.014 1.000 -0.098 0.033 0.042 0.213 -0.044 -0.132 -0.225 | -| p4040_p | 0.173 -0.008 0.001 -0.000 -0.244 -0.015 -0.039 0.280 0.262 -0.005 -0.003 0.171 -0.061 -0.226 0.105 0.017 -0.098 1.000 0.017 0.022 -0.326 -0.066 -0.001 0.002 | -| Dbar_s | 0.014 -0.000 0.001 0.001 0.000 0.000 0.014 0.003 0.020 0.001 0.001 0.026 0.004 0.019 0.003 0.001 0.033 0.017 1.000 -0.001 0.005 0.018 0.001 0.002 | -| DDstar_s | 0.027 -0.000 0.001 0.000 0.004 0.000 0.004 0.006 0.032 0.000 0.001 0.021 0.004 0.019 0.024 0.001 0.042 0.022 -0.001 1.000 -0.000 0.018 0.000 0.001 | -| Ctt | -0.052 -0.139 0.075 0.089 0.339 0.197 -0.294 0.253 -0.390 0.022 0.037 -0.245 0.678 0.184 -0.129 -0.037 0.213 -0.326 0.005 -0.000 1.000 -0.160 0.061 0.159 | -| p3770_s | -0.017 0.057 0.025 0.007 0.099 0.021 -0.034 0.010 -0.023 -0.003 0.003 -0.249 -0.081 -0.405 0.127 0.041 -0.044 -0.066 0.018 0.018 -0.160 1.000 0.005 0.024 | -| omega_p | 0.036 0.126 0.101 0.809 0.032 -0.004 -0.010 0.040 -0.009 0.240 0.209 -0.038 0.192 -0.013 -0.050 -0.155 -0.132 -0.001 0.001 0.000 0.061 0.005 1.000 0.443 | -| rho_p | 0.085 0.169 0.456 0.689 0.082 0.005 0.000 0.102 -0.016 0.408 0.381 -0.059 0.428 -0.017 -0.074 -0.199 -0.225 0.002 0.002 0.001 0.159 0.024 0.443 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13427987704187472}), (, {'error': 0.04324989417008651}), (, {'error': 0.35523862271343576}), (, {'error': 1.7520095333610715}), (, {'error': 0.16834123344550583}), (, {'error': 0.19037434065720427}), (, {'error': 0.27034421618034177}), (, {'error': 0.166687847593048}), (, {'error': 0.10052852561747194}), (, {'error': 1.6874092154507787}), (, {'error': 0.44622991504031617}), (, {'error': 0.09454154696248551}), (, {'error': 0.09595974124216111}), (, {'error': 0.03183897346307951}), (, {'error': 0.2933129964178125}), (, {'error': 0.02172296302639598}), (, {'error': 0.026483873030015648}), (, {'error': 0.1662917612900161}), (, {'error': 0.012353126786095181}), (, {'error': 0.015982072892843147}), (, {'error': 0.21243438791070246}), (, {'error': 0.2278391640342905}), (, {'error': 0.6062686489597486}), (, {'error': 0.5627410173036265})]) -Toy 2/25 -Time taken: 10 min, 11 s -Projected time left: 1 h, 56 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1276 (1276 total) | -| EDM = 0.000152 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297442.5898006833 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.79 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.35 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.29 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 4.24 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.0 | 1.5 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 0.19 | 0.36 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.14 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.433 | 0.018 | | | -2 | 2 | | -| 16| jpsi_p | -1.602 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.41 | 0.19 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.38 | 0.22 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.052 0.022 -0.023 -0.207 -0.195 -0.034 -0.101 0.289 -0.024 -0.008 0.073 0.154 -0.109 0.023 0.034 -0.012 0.151 0.022 0.041 -0.014 0.002 0.000 0.013 | -| bplus_1 | -0.052 1.000 -0.175 0.059 -0.000 0.151 0.192 -0.005 0.047 0.012 -0.004 0.158 -0.371 0.067 0.399 -0.822 0.141 0.030 -0.006 -0.008 -0.184 0.109 -0.003 0.031 | -| rho_s | 0.022 -0.175 1.000 -0.432 0.023 0.024 0.051 0.035 0.011 -0.005 0.024 0.038 0.066 0.015 0.072 0.283 0.014 0.012 -0.001 -0.001 0.028 0.035 0.018 0.009 | -| omega_s | -0.023 0.059 -0.432 1.000 -0.021 -0.006 -0.022 -0.030 -0.003 -0.044 -0.077 -0.010 -0.090 -0.006 -0.018 -0.093 0.008 -0.007 -0.000 0.000 -0.040 -0.018 -0.106 0.131 | -| p4040_s | -0.207 -0.000 0.023 -0.021 1.000 0.222 -0.089 0.034 -0.563 -0.017 -0.004 -0.176 0.113 -0.011 -0.126 0.024 -0.038 -0.254 -0.001 0.006 0.358 0.075 0.000 0.011 | -| p4415_s | -0.195 0.151 0.024 -0.006 0.222 1.000 0.057 0.348 -0.141 0.003 0.002 -0.054 -0.134 0.053 0.008 0.010 -0.000 -0.014 -0.004 -0.004 0.170 0.026 0.000 -0.004 | -| Dbar_p | -0.034 0.192 0.051 -0.022 -0.089 0.057 1.000 -0.076 0.103 -0.004 0.002 0.407 -0.076 0.058 -0.100 0.025 0.322 0.010 0.021 0.001 -0.301 0.064 0.000 -0.001 | -| p4160_s | -0.101 -0.005 0.035 -0.030 0.034 0.348 -0.076 1.000 -0.170 -0.025 -0.005 -0.064 0.147 -0.089 -0.059 0.045 -0.046 0.291 0.005 0.011 0.252 -0.001 0.000 0.015 | -| p4160_p | 0.289 0.047 0.011 -0.003 -0.563 -0.141 0.103 -0.170 1.000 -0.004 -0.005 0.277 -0.092 -0.122 0.270 0.017 0.040 0.229 0.033 0.049 -0.419 0.050 0.000 -0.004 | -| phi_s | -0.024 0.012 -0.005 -0.044 -0.017 0.003 -0.004 -0.025 -0.004 1.000 0.858 0.001 -0.084 -0.007 0.009 -0.012 -0.009 -0.011 0.000 0.001 -0.032 -0.014 -0.007 0.002 | -| phi_p | -0.008 -0.004 0.024 -0.077 -0.004 0.002 0.002 -0.005 -0.005 0.858 1.000 -0.001 -0.017 -0.007 0.004 0.008 -0.030 -0.006 0.001 0.001 -0.005 -0.006 -0.005 -0.008 | -| p3770_p | 0.073 0.158 0.038 -0.010 -0.176 -0.054 0.407 -0.064 0.277 0.001 -0.001 1.000 -0.100 0.092 0.279 0.028 0.166 0.203 0.029 0.021 -0.237 -0.137 0.001 -0.009 | -| bplus_2 | 0.154 -0.371 0.066 -0.090 0.113 -0.134 -0.076 0.147 -0.092 -0.084 -0.017 -0.100 1.000 -0.020 -0.253 0.069 0.092 -0.071 0.005 0.008 0.701 -0.127 -0.001 0.065 | -| psi2s_p | -0.109 0.067 0.015 -0.006 -0.011 0.053 0.058 -0.089 -0.122 -0.007 -0.007 0.092 -0.020 1.000 0.032 -0.006 0.013 -0.221 0.032 0.031 0.159 -0.426 0.001 -0.002 | -| DDstar_p | 0.023 0.399 0.072 -0.018 -0.126 0.008 -0.100 -0.059 0.270 0.009 0.004 0.279 -0.253 0.032 1.000 -0.001 0.229 0.155 0.000 0.035 -0.099 0.213 0.001 -0.013 | -| bplus_0 | 0.034 -0.822 0.283 -0.093 0.024 0.010 0.025 0.045 0.017 -0.012 0.008 0.028 0.069 -0.006 -0.001 1.000 -0.071 0.025 0.001 0.000 -0.001 0.052 0.004 -0.042 | -| jpsi_p | -0.012 0.141 0.014 0.008 -0.038 -0.000 0.322 -0.046 0.040 -0.009 -0.030 0.166 0.092 0.013 0.229 -0.071 1.000 -0.048 0.049 0.062 0.170 0.019 0.003 -0.026 | -| p4040_p | 0.151 0.030 0.012 -0.007 -0.254 -0.014 0.010 0.291 0.229 -0.011 -0.006 0.203 -0.071 -0.221 0.155 0.025 -0.048 1.000 0.029 0.035 -0.306 -0.008 0.000 0.001 | -| Dbar_s | 0.022 -0.006 -0.001 -0.000 -0.001 -0.004 0.021 0.005 0.033 0.000 0.001 0.029 0.005 0.032 0.000 0.001 0.049 0.029 1.000 -0.002 0.009 0.033 -0.000 0.000 | -| DDstar_s | 0.041 -0.008 -0.001 0.000 0.006 -0.004 0.001 0.011 0.049 0.001 0.001 0.021 0.008 0.031 0.035 0.000 0.062 0.035 -0.002 1.000 -0.003 0.029 -0.000 0.000 | -| Ctt | -0.014 -0.184 0.028 -0.040 0.358 0.170 -0.301 0.252 -0.419 -0.032 -0.005 -0.237 0.701 0.159 -0.099 -0.001 0.170 -0.306 0.009 -0.003 1.000 -0.221 -0.000 0.026 | -| p3770_s | 0.002 0.109 0.035 -0.018 0.075 0.026 0.064 -0.001 0.050 -0.014 -0.006 -0.137 -0.127 -0.426 0.213 0.052 0.019 -0.008 0.033 0.029 -0.221 1.000 0.000 0.001 | -| omega_p | 0.000 -0.003 0.018 -0.106 0.000 0.000 0.000 0.000 0.000 -0.007 -0.005 0.001 -0.001 0.001 0.001 0.004 0.003 0.000 -0.000 -0.000 -0.000 0.000 1.000 -0.002 | -| rho_p | 0.013 0.031 0.009 0.131 0.011 -0.004 -0.001 0.015 -0.004 0.002 -0.008 -0.009 0.065 -0.002 -0.013 -0.042 -0.026 0.001 0.000 0.000 0.026 0.001 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15415925367052186}), (, {'error': 0.03810061977091428}), (, {'error': 0.3481207086770671}), (, {'error': 0.8839767786071526}), (, {'error': 0.17377118372150296}), (, {'error': 0.19460869837915118}), (, {'error': 0.32826799964467224}), (, {'error': 0.16617225871731867}), (, {'error': 0.10282992093520082}), (, {'error': 1.4968579400348645}), (, {'error': 0.35903597250315666}), (, {'error': 0.10414116742205803}), (, {'error': 0.07987401949323014}), (, {'error': 0.03164809126709489}), (, {'error': 0.3483705008750704}), (, {'error': 0.017948023874901242}), (, {'error': 0.027612706782582208}), (, {'error': 0.18587736807881217}), (, {'error': 0.019767700908822655}), (, {'error': 0.024967115807635165}), (, {'error': 0.2153429884335662}), (, {'error': 0.2289916787808357}), (, {'error': 0.1033456355587532}), (, {'error': 0.20693278180164842})]) -Toy 3/25 -Time taken: 15 min, 7 s -Projected time left: 1 h, 50 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1925 (1925 total) | -| EDM = 3.96E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297233.0789381527 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.48 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.79 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 5.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.005 | 0.024 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.16 | 0.18 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -3.95 | 0.27 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.15 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 4.54 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.24 | 0.31 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.73 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.31 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.938 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -4.08 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.435 | 0.018 | | | -2 | 2 | | -| 16| jpsi_p | 4.589 | 0.029 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.81 | 0.21 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.12 | 0.24 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.002 | 0.376 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.18 | 0.28 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.090 0.014 0.010 0.010 -0.087 -0.039 -0.230 0.220 -0.015 0.004 0.058 0.217 -0.103 0.014 0.019 0.015 -0.000 0.013 0.020 0.008 0.007 0.007 0.061 | -| bplus_1 | -0.090 1.000 -0.187 0.122 0.003 0.081 0.183 -0.004 0.041 0.037 0.015 0.135 -0.243 0.086 0.322 -0.855 0.096 -0.002 -0.007 -0.011 -0.193 0.087 0.072 0.093 | -| rho_s | 0.014 -0.187 1.000 -0.378 0.000 0.025 0.044 0.033 0.014 0.043 0.060 0.028 0.031 0.017 0.054 0.264 0.016 -0.001 -0.001 -0.001 0.022 0.023 -0.184 0.170 | -| omega_s | 0.010 0.122 -0.378 1.000 -0.000 -0.004 -0.014 0.005 -0.006 0.073 0.026 -0.023 0.065 -0.010 -0.030 -0.152 -0.056 0.000 0.001 0.001 0.013 -0.008 0.685 0.379 | -| p4040_s | 0.010 0.003 0.000 -0.000 1.000 -0.002 0.007 0.015 0.021 -0.000 -0.000 0.016 -0.008 -0.008 0.012 0.001 0.001 -0.301 0.001 0.001 -0.025 -0.001 -0.000 -0.001 | -| p4415_s | -0.087 0.081 0.025 -0.004 -0.002 1.000 -0.002 0.301 0.010 -0.007 0.002 -0.073 0.016 0.003 -0.048 0.016 -0.010 -0.003 0.000 0.002 0.230 -0.011 -0.002 0.023 | -| Dbar_p | -0.039 0.183 0.044 -0.014 0.007 -0.002 1.000 -0.076 0.114 -0.006 0.004 0.419 -0.085 0.081 -0.038 0.033 0.350 -0.001 0.013 0.003 -0.254 0.078 -0.007 0.015 | -| p4160_s | -0.230 -0.004 0.033 0.005 0.015 0.301 -0.076 1.000 -0.146 -0.019 0.005 -0.105 0.205 -0.068 -0.077 0.031 -0.019 -0.010 0.003 0.007 0.341 0.001 0.005 0.072 | -| p4160_p | 0.220 0.041 0.014 -0.006 0.021 0.010 0.114 -0.146 1.000 -0.007 -0.001 0.245 -0.072 -0.120 0.235 0.025 0.052 0.003 0.022 0.028 -0.335 0.077 -0.004 0.005 | -| phi_s | -0.015 0.037 0.043 0.073 -0.000 -0.007 -0.006 -0.019 -0.007 1.000 0.762 -0.005 -0.047 -0.007 0.001 -0.033 -0.023 0.000 0.000 0.000 -0.032 -0.008 0.065 0.183 | -| phi_p | 0.004 0.015 0.060 0.026 -0.000 0.002 0.004 0.005 -0.001 0.762 1.000 -0.006 0.024 -0.005 -0.001 -0.005 -0.043 -0.000 0.000 0.000 -0.002 0.001 0.040 0.171 | -| p3770_p | 0.058 0.135 0.028 -0.023 0.016 -0.073 0.419 -0.105 0.245 -0.005 -0.006 1.000 -0.143 0.055 0.275 0.037 0.179 -0.007 0.018 0.011 -0.251 -0.152 -0.014 -0.028 | -| bplus_2 | 0.217 -0.243 0.031 0.065 -0.008 0.016 -0.085 0.205 -0.072 -0.047 0.024 -0.143 1.000 -0.046 -0.214 -0.068 0.103 0.002 0.006 0.009 0.753 -0.138 0.044 0.269 | -| psi2s_p | -0.103 0.086 0.017 -0.010 -0.008 0.003 0.081 -0.068 -0.120 -0.007 -0.005 0.055 -0.046 1.000 0.070 -0.003 0.018 0.010 0.026 0.023 0.094 -0.412 -0.007 -0.001 | -| DDstar_p | 0.014 0.322 0.054 -0.030 0.012 -0.048 -0.038 -0.077 0.235 0.001 -0.001 0.275 -0.214 0.070 1.000 0.011 0.285 -0.005 0.002 0.017 -0.095 0.180 -0.018 -0.025 | -| bplus_0 | 0.019 -0.855 0.264 -0.152 0.001 0.016 0.033 0.031 0.025 -0.033 -0.005 0.037 -0.068 -0.003 0.011 1.000 -0.039 -0.001 0.001 0.001 -0.022 0.045 -0.087 -0.100 | -| jpsi_p | 0.015 0.096 0.016 -0.056 0.001 -0.010 0.350 -0.019 0.052 -0.023 -0.043 0.179 0.103 0.018 0.285 -0.039 1.000 0.002 0.028 0.031 0.201 0.020 -0.040 -0.102 | -| p4040_p | -0.000 -0.002 -0.001 0.000 -0.301 -0.003 -0.001 -0.010 0.003 0.000 -0.000 -0.007 0.002 0.010 -0.005 -0.001 0.002 1.000 -0.001 -0.001 0.009 -0.000 0.000 -0.001 | -| Dbar_s | 0.013 -0.007 -0.001 0.001 0.001 0.000 0.013 0.003 0.022 0.000 0.000 0.018 0.006 0.026 0.002 0.001 0.028 -0.001 1.000 -0.001 0.015 0.019 0.000 0.001 | -| DDstar_s | 0.020 -0.011 -0.001 0.001 0.001 0.002 0.003 0.007 0.028 0.000 0.000 0.011 0.009 0.023 0.017 0.001 0.031 -0.001 -0.001 1.000 0.002 0.013 0.001 0.001 | -| Ctt | 0.008 -0.193 0.022 0.013 -0.025 0.230 -0.254 0.341 -0.335 -0.032 -0.002 -0.251 0.753 0.094 -0.095 -0.022 0.201 0.009 0.015 0.002 1.000 -0.272 0.008 0.103 | -| p3770_s | 0.007 0.087 0.023 -0.008 -0.001 -0.011 0.078 0.001 0.077 -0.008 0.001 -0.152 -0.138 -0.412 0.180 0.045 0.020 -0.000 0.019 0.013 -0.272 1.000 -0.004 0.011 | -| omega_p | 0.007 0.072 -0.184 0.685 -0.000 -0.002 -0.007 0.005 -0.004 0.065 0.040 -0.014 0.044 -0.007 -0.018 -0.087 -0.040 0.000 0.000 0.001 0.008 -0.004 1.000 0.133 | -| rho_p | 0.061 0.093 0.170 0.379 -0.001 0.023 0.015 0.072 0.005 0.183 0.171 -0.028 0.269 -0.001 -0.025 -0.100 -0.102 -0.001 0.001 0.001 0.103 0.011 0.133 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.17830837610958739}), (, {'error': 0.0353456799184213}), (, {'error': 0.33867268398062045}), (, {'error': 1.333053512095475}), (, {'error': 0.023866105878233436}), (, {'error': 0.18486604932168127}), (, {'error': 0.27414453930024685}), (, {'error': 0.15282158155077596}), (, {'error': 0.09179412198751624}), (, {'error': 1.2128250628382649}), (, {'error': 0.30533119335978}), (, {'error': 0.10332946272301102}), (, {'error': 0.08179070340907513}), (, {'error': 0.030471337990130465}), (, {'error': 0.27613005038215666}), (, {'error': 0.01798941686487998}), (, {'error': 0.028996816923823054}), (, {'error': 7.8110718450229575}), (, {'error': 0.012483019043862759}), (, {'error': 0.01285591872134273}), (, {'error': 0.2052724951241799}), (, {'error': 0.23697542692114237}), (, {'error': 0.3760792843519405}), (, {'error': 0.28199204502580155})]) -Toy 4/25 -Time taken: 21 min, 23 s -Projected time left: 1 h, 52 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1454 (1454 total) | -| EDM = 0.00112 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297313.36026673054 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.24 | 0.18 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.788 | 0.013 | | | -2 | 2 | | -| 2 | rho_s | 0.21 | 0.35 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.3 | 1.1 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.86 | 0.15 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.09 | 0.17 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.15 | 0.14 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 4.10 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -6.28 | 0.21 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.78 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.25 | 0.06 | | | -2 | 2 | | -| 13| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 3.5 | 0.8 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.395 | 0.007 | | | -2 | 2 | | -| 16| jpsi_p | 1.618 | 0.031 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.80 | 0.27 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.33 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.12 | 0.23 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.9 | 0.3 | | |0.918861 | 4.08114 | | -| 22| omega_p | -0.26 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.28 | 1.70 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.225 -0.108 0.071 -0.136 -0.154 -0.167 -0.127 0.413 0.034 0.003 0.148 0.092 0.220 0.211 0.208 0.287 0.339 -0.333 0.132 0.254 0.298 0.003 0.087 | -| bplus_1 | 0.225 1.000 -0.093 0.048 -0.060 -0.217 -0.038 -0.049 0.341 0.061 -0.001 0.029 0.120 0.283 0.325 -0.123 0.262 0.353 -0.453 0.062 0.406 0.340 -0.007 0.013 | -| rho_s | -0.108 -0.093 1.000 -0.509 0.021 0.091 0.051 0.012 -0.174 -0.100 0.003 -0.030 -0.088 -0.152 -0.180 -0.290 -0.150 -0.186 0.239 -0.049 -0.194 -0.194 -0.034 -0.411 | -| omega_s | 0.071 0.048 -0.509 1.000 -0.010 -0.057 -0.036 -0.004 0.110 0.092 0.008 0.017 0.031 0.096 0.114 0.171 0.094 0.118 -0.150 0.030 0.123 0.124 0.332 0.509 | -| p4040_s | -0.136 -0.060 0.021 -0.010 1.000 0.144 0.166 0.029 -0.333 -0.026 0.002 -0.109 -0.073 -0.078 -0.175 -0.067 -0.050 -0.159 0.108 -0.116 0.026 -0.027 0.004 0.008 | -| p4415_s | -0.154 -0.217 0.091 -0.057 0.144 1.000 0.181 0.247 -0.164 -0.045 -0.000 -0.125 -0.097 -0.172 -0.276 -0.209 -0.200 -0.178 0.280 -0.185 -0.136 -0.220 0.002 -0.054 | -| Dbar_p | -0.167 -0.038 0.051 -0.036 0.166 0.181 1.000 0.125 -0.462 -0.031 -0.004 -0.516 -0.300 -0.418 -0.455 -0.036 -0.533 -0.421 0.468 -0.065 -0.343 -0.488 -0.003 -0.027 | -| p4160_s | -0.127 -0.049 0.012 -0.004 0.029 0.247 0.125 1.000 -0.096 -0.025 0.002 -0.058 -0.076 -0.067 -0.099 -0.053 -0.049 0.168 0.050 -0.071 0.051 -0.027 0.004 0.017 | -| p4160_p | 0.413 0.341 -0.174 0.110 -0.333 -0.164 -0.462 -0.096 1.000 0.080 0.002 0.321 0.342 0.439 0.506 0.333 0.544 0.571 -0.645 0.324 0.440 0.558 -0.001 0.108 | -| phi_s | 0.034 0.061 -0.100 0.092 -0.026 -0.045 -0.031 -0.025 0.080 1.000 0.356 0.018 0.141 0.075 0.100 0.117 0.055 0.086 -0.124 0.040 0.093 0.088 0.020 0.104 | -| phi_p | 0.003 -0.001 0.003 0.008 0.002 -0.000 -0.004 0.002 0.002 0.356 1.000 0.000 -0.010 0.002 0.002 -0.003 0.001 0.003 -0.003 0.001 0.003 0.003 0.018 0.027 | -| p3770_p | 0.148 0.029 -0.030 0.017 -0.109 -0.125 -0.516 -0.058 0.321 0.018 0.000 1.000 0.125 0.253 0.216 0.045 0.274 0.293 -0.238 0.140 0.155 0.142 -0.001 0.008 | -| bplus_2 | 0.092 0.120 -0.088 0.031 -0.073 -0.097 -0.300 -0.076 0.342 0.141 -0.010 0.125 1.000 0.388 0.538 0.099 0.418 0.405 -0.589 0.298 0.307 0.474 -0.023 -0.093 | -| psi2s_p | 0.220 0.283 -0.152 0.096 -0.078 -0.172 -0.418 -0.067 0.439 0.075 0.002 0.253 0.388 1.000 0.516 0.276 0.523 0.435 -0.645 0.266 0.621 0.422 -0.001 0.087 | -| DDstar_p | 0.211 0.325 -0.180 0.114 -0.175 -0.276 -0.455 -0.099 0.506 0.100 0.002 0.216 0.538 0.516 1.000 0.319 0.439 0.624 -0.920 0.457 0.795 0.705 -0.004 0.095 | -| bplus_0 | 0.208 -0.123 -0.290 0.171 -0.067 -0.209 -0.036 -0.053 0.333 0.117 -0.003 0.045 0.099 0.276 0.319 1.000 0.237 0.343 -0.444 0.065 0.393 0.336 -0.007 0.177 | -| jpsi_p | 0.287 0.262 -0.150 0.094 -0.050 -0.200 -0.533 -0.049 0.544 0.055 0.001 0.274 0.418 0.523 0.439 0.237 1.000 0.519 -0.620 0.232 0.429 0.596 0.000 0.100 | -| p4040_p | 0.339 0.353 -0.186 0.118 -0.159 -0.178 -0.421 0.168 0.571 0.086 0.003 0.293 0.405 0.435 0.624 0.343 0.519 1.000 -0.733 0.348 0.547 0.591 -0.001 0.115 | -| Dbar_s | -0.333 -0.453 0.239 -0.150 0.108 0.280 0.468 0.050 -0.645 -0.124 -0.003 -0.238 -0.589 -0.645 -0.920 -0.444 -0.620 -0.733 1.000 -0.464 -0.860 -0.813 0.004 -0.134 | -| DDstar_s | 0.132 0.062 -0.049 0.030 -0.116 -0.185 -0.065 -0.071 0.324 0.040 0.001 0.140 0.298 0.266 0.457 0.065 0.232 0.348 -0.464 1.000 0.416 0.377 -0.002 0.012 | -| Ctt | 0.254 0.406 -0.194 0.123 0.026 -0.136 -0.343 0.051 0.440 0.093 0.003 0.155 0.307 0.621 0.795 0.393 0.429 0.547 -0.860 0.416 1.000 0.662 -0.002 0.118 | -| p3770_s | 0.298 0.340 -0.194 0.124 -0.027 -0.220 -0.488 -0.027 0.558 0.088 0.003 0.142 0.474 0.422 0.705 0.336 0.596 0.591 -0.813 0.377 0.662 1.000 -0.001 0.120 | -| omega_p | 0.003 -0.007 -0.034 0.332 0.004 0.002 -0.003 0.004 -0.001 0.020 0.018 -0.001 -0.023 -0.001 -0.004 -0.007 0.000 -0.001 0.004 -0.002 -0.002 -0.001 1.000 -0.078 | -| rho_p | 0.087 0.013 -0.411 0.509 0.008 -0.054 -0.027 0.017 0.108 0.104 0.027 0.008 -0.093 0.087 0.095 0.177 0.100 0.115 -0.134 0.012 0.118 0.120 -0.078 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1844321282856869}), (, {'error': 0.01324338905397715}), (, {'error': 0.3454654181551498}), (, {'error': 1.1177049550519507}), (, {'error': 0.1467448620502531}), (, {'error': 0.17208624461127264}), (, {'error': 0.3744441919075929}), (, {'error': 0.14354428578885337}), (, {'error': 0.11956245521531894}), (, {'error': 0.8683194939038081}), (, {'error': 0.20720368663765543}), (, {'error': 0.10684339217835315}), (, {'error': 0.0577141037524187}), (, {'error': 0.03775214156531437}), (, {'error': 0.82107441867978}), (, {'error': 0.0065524585954158665}), (, {'error': 0.03119170157608231}), (, {'error': 0.27384883710162367}), (, {'error': 0.3312209150465073}), (, {'error': 0.12920577148816567}), (, {'error': 0.2308586409501051}), (, {'error': 0.34633413502455435}), (, {'error': 0.24025763461443272}), (, {'error': 1.6974238401070276})]) -Toy 5/25 -Time taken: 26 min, 52 s -Projected time left: 1 h, 47 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=2071 (2071 total) | -| EDM = 0.000584 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297279.60298026865 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.36 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.925 | 0.016 | | | -2 | 2 | | -| 2 | rho_s | 1.70 | 0.27 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 5.2 | 0.8 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.89 | 0.19 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.24 | 0.17 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -3.5 | 1.0 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.88 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 3.87 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 6.22 | 0.19 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -3.02 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.25 | 0.05 | | | -2 | 2 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.471 | 0.008 | | | -2 | 2 | | -| 16| jpsi_p | 1.65 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -3.03 | 0.21 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.36 | 0.17 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.06 | 0.22 | | |0.918861 | 4.08114 | | -| 22| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 5.88 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.500 -0.075 0.023 0.402 0.156 -0.668 0.374 0.597 0.017 0.010 -0.311 0.266 0.288 -0.758 -0.463 0.603 0.442 -0.652 -0.622 -0.510 0.046 -0.001 -0.020 | -| bplus_1 | -0.500 1.000 0.059 -0.015 -0.375 -0.103 0.603 -0.349 -0.392 -0.026 -0.003 0.362 -0.307 -0.211 0.620 0.126 -0.421 -0.310 0.510 0.636 0.374 0.020 0.001 0.072 | -| rho_s | -0.075 0.059 1.000 -0.386 -0.056 -0.017 0.087 -0.054 -0.059 -0.003 0.019 0.053 -0.045 -0.032 0.090 0.132 -0.068 -0.050 0.071 0.098 0.059 -0.004 0.013 0.212 | -| omega_s | 0.023 -0.015 -0.386 1.000 0.017 0.005 -0.027 0.016 0.018 0.028 -0.014 -0.018 0.012 0.010 -0.029 -0.037 0.017 0.015 -0.022 -0.030 -0.020 -0.000 -0.065 0.162 | -| p4040_s | 0.402 -0.375 -0.056 0.017 1.000 0.258 -0.643 0.343 0.139 0.016 0.008 -0.401 0.176 0.236 -0.656 -0.350 0.446 0.194 -0.613 -0.585 -0.300 0.058 -0.001 -0.021 | -| p4415_s | 0.156 -0.103 -0.017 0.005 0.258 1.000 -0.305 0.362 0.182 0.006 0.003 -0.208 0.015 0.097 -0.304 -0.098 0.175 0.189 -0.292 -0.308 -0.066 -0.008 -0.000 -0.010 | -| Dbar_p | -0.668 0.603 0.087 -0.027 -0.643 -0.305 1.000 -0.583 -0.444 -0.029 -0.008 0.619 -0.272 -0.221 0.936 0.564 -0.539 -0.364 0.875 0.728 0.627 0.112 0.001 0.051 | -| p4160_s | 0.374 -0.349 -0.054 0.016 0.343 0.362 -0.583 1.000 0.273 0.009 0.008 -0.333 0.196 0.177 -0.607 -0.321 0.413 0.490 -0.538 -0.542 -0.289 0.014 -0.001 -0.006 | -| p4160_p | 0.597 -0.392 -0.059 0.018 0.139 0.182 -0.444 0.273 1.000 0.016 0.008 -0.116 0.169 0.272 -0.591 -0.361 0.568 0.375 -0.471 -0.435 -0.484 0.088 -0.001 -0.023 | -| phi_s | 0.017 -0.026 -0.003 0.028 0.016 0.006 -0.029 0.009 0.016 1.000 0.493 -0.018 -0.060 0.010 -0.032 -0.032 0.007 0.007 -0.025 -0.027 -0.028 -0.010 -0.003 0.082 | -| phi_p | 0.010 -0.003 0.019 -0.014 0.008 0.003 -0.008 0.008 0.008 0.493 1.000 -0.006 0.014 0.005 -0.011 -0.003 0.006 0.008 -0.009 -0.011 -0.008 0.003 -0.001 0.070 | -| p3770_p | -0.311 0.362 0.053 -0.018 -0.401 -0.208 0.619 -0.333 -0.116 -0.018 -0.006 1.000 -0.135 -0.077 0.508 0.345 -0.230 -0.085 0.473 0.454 0.314 -0.061 0.001 0.024 | -| bplus_2 | 0.266 -0.307 -0.045 0.012 0.176 0.015 -0.272 0.196 0.169 -0.060 0.014 -0.135 1.000 0.043 -0.265 -0.280 0.110 0.129 -0.294 -0.249 0.140 -0.049 -0.001 0.189 | -| psi2s_p | 0.288 -0.211 -0.032 0.010 0.236 0.097 -0.221 0.177 0.272 0.010 0.005 -0.077 0.043 1.000 -0.358 -0.199 0.426 0.169 -0.247 -0.318 -0.075 -0.104 -0.001 -0.016 | -| DDstar_p | -0.758 0.620 0.090 -0.029 -0.656 -0.304 0.936 -0.607 -0.591 -0.032 -0.011 0.508 -0.265 -0.358 1.000 0.582 -0.720 -0.483 0.920 0.811 0.662 0.007 0.001 0.051 | -| bplus_0 | -0.463 0.126 0.132 -0.037 -0.350 -0.098 0.564 -0.321 -0.361 -0.032 -0.003 0.345 -0.280 -0.199 0.582 1.000 -0.390 -0.282 0.478 0.591 0.356 0.028 0.001 0.068 | -| jpsi_p | 0.603 -0.421 -0.068 0.017 0.446 0.175 -0.539 0.413 0.568 0.007 0.006 -0.230 0.110 0.426 -0.720 -0.390 1.000 0.462 -0.597 -0.622 -0.542 0.174 -0.001 -0.023 | -| p4040_p | 0.442 -0.310 -0.050 0.015 0.194 0.189 -0.364 0.490 0.375 0.007 0.008 -0.085 0.129 0.169 -0.483 -0.282 0.462 1.000 -0.351 -0.385 -0.347 0.074 -0.001 -0.006 | -| Dbar_s | -0.652 0.510 0.071 -0.022 -0.613 -0.292 0.875 -0.538 -0.471 -0.025 -0.009 0.473 -0.294 -0.247 0.920 0.478 -0.597 -0.351 1.000 0.800 0.700 0.116 0.001 0.039 | -| DDstar_s | -0.622 0.636 0.098 -0.030 -0.585 -0.308 0.728 -0.542 -0.435 -0.027 -0.011 0.454 -0.249 -0.318 0.811 0.591 -0.622 -0.385 0.800 1.000 0.579 0.023 0.001 0.041 | -| Ctt | -0.510 0.374 0.059 -0.020 -0.300 -0.066 0.627 -0.289 -0.484 -0.028 -0.008 0.314 0.140 -0.075 0.662 0.356 -0.542 -0.347 0.700 0.579 1.000 0.003 0.001 0.052 | -| p3770_s | 0.046 0.020 -0.004 -0.000 0.058 -0.008 0.112 0.014 0.088 -0.010 0.003 -0.061 -0.049 -0.104 0.007 0.028 0.174 0.074 0.116 0.023 0.003 1.000 -0.000 0.021 | -| omega_p | -0.001 0.001 0.013 -0.065 -0.001 -0.000 0.001 -0.001 -0.001 -0.003 -0.001 0.001 -0.001 -0.001 0.001 0.001 -0.001 -0.001 0.001 0.001 0.001 -0.000 1.000 0.006 | -| rho_p | -0.020 0.072 0.212 0.162 -0.021 -0.010 0.051 -0.006 -0.023 0.082 0.070 0.024 0.189 -0.016 0.051 0.068 -0.023 -0.006 0.039 0.041 0.052 0.021 0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.23236295509231564}), (, {'error': 0.016371755033093294}), (, {'error': 0.2678548711343848}), (, {'error': 0.8171665852595988}), (, {'error': 0.19275179515960505}), (, {'error': 0.17050536962522533}), (, {'error': 1.0031230931724073}), (, {'error': 0.17752393814347422}), (, {'error': 0.12900243583993376}), (, {'error': 0.8522531387054482}), (, {'error': 0.1948572231491017}), (, {'error': 0.15014410344729368}), (, {'error': 0.053815250865165476}), (, {'error': 0.03245114980674657}), (, {'error': 12.419948304628072}), (, {'error': 0.00791532190495814}), (, {'error': 0.0381333560425281}), (, {'error': 0.20835577834438546}), (, {'error': 0.5972853776664969}), (, {'error': 0.48349796700745035}), (, {'error': 0.1720145370417726}), (, {'error': 0.21632893160879196}), (, {'error': 0.06545846964802315}), (, {'error': 0.18894255525064985})]) -Toy 6/25 -Time taken: 33 min, 49 s -Projected time left: 1 h, 47 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1358 (1358 total) | -| EDM = 6.3E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297479.41531006224 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.86 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 0.96 | 0.32 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.01 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 0.53 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -5.0 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 6.28 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.54 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.41 | 0.09 | | | -2 | 2 | | -| 13| psi2s_p | 1.81 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.465 | 0.019 | | | -2 | 2 | | -| 16| jpsi_p | 1.752 | 0.031 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -3.07 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.99 | 0.22 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.01 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.5 | 0.7 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.172 -0.035 0.017 -0.230 -0.022 0.124 0.008 0.003 -0.011 0.000 0.087 0.151 -0.009 0.146 -0.000 0.117 0.073 0.005 0.000 -0.080 0.068 0.014 0.020 | -| bplus_1 | -0.172 1.000 -0.208 0.109 0.042 -0.038 -0.191 -0.005 0.002 0.041 0.001 -0.034 -0.165 -0.092 -0.237 -0.879 -0.060 -0.149 -0.017 -0.022 -0.190 -0.067 0.078 -0.030 | -| rho_s | -0.035 -0.208 1.000 -0.218 0.002 -0.017 -0.035 -0.001 0.001 -0.058 -0.000 0.014 -0.119 -0.019 -0.051 0.273 -0.013 -0.036 -0.001 -0.003 -0.037 -0.014 -0.022 0.064 | -| omega_s | 0.017 0.109 -0.218 1.000 0.001 0.009 0.018 0.000 -0.000 0.116 0.011 -0.018 0.063 0.005 0.026 -0.134 -0.019 0.015 0.000 0.001 0.016 0.003 0.936 0.112 | -| p4040_s | -0.230 0.042 0.002 0.001 1.000 0.026 -0.078 -0.014 0.008 -0.022 -0.001 -0.157 0.226 0.086 -0.084 0.023 -0.196 -0.291 0.014 0.012 0.423 -0.008 0.004 0.079 | -| p4415_s | -0.022 -0.038 -0.017 0.009 0.026 1.000 0.065 0.004 -0.003 -0.028 -0.001 -0.016 0.230 0.025 0.067 0.029 -0.087 0.114 0.009 0.008 0.284 0.001 0.010 0.083 | -| Dbar_p | 0.124 -0.191 -0.035 0.018 -0.078 0.065 1.000 0.006 -0.005 0.010 0.000 -0.110 0.021 0.255 -0.106 -0.022 0.160 0.289 0.016 -0.007 0.306 0.257 0.012 -0.043 | -| p4160_s | 0.008 -0.005 -0.001 0.000 -0.014 0.004 0.006 1.000 -0.002 0.000 0.000 0.005 -0.004 0.000 0.012 -0.000 0.011 0.002 -0.001 -0.001 -0.011 0.005 0.000 -0.002 | -| p4160_p | 0.003 0.002 0.001 -0.000 0.008 -0.003 -0.005 -0.002 1.000 0.000 0.000 -0.001 -0.003 0.000 -0.005 -0.000 -0.002 -0.007 -0.000 -0.000 -0.002 -0.002 -0.000 -0.001 | -| phi_s | -0.011 0.041 -0.058 0.116 -0.022 -0.028 0.010 0.000 0.000 1.000 -0.303 0.003 -0.086 -0.008 -0.001 -0.043 -0.015 -0.014 0.002 0.000 -0.042 -0.008 0.101 0.064 | -| phi_p | 0.000 0.001 -0.000 0.011 -0.001 -0.001 0.000 0.000 0.000 -0.303 1.000 0.002 -0.001 0.001 -0.000 -0.003 0.005 0.001 0.000 0.000 -0.000 0.001 0.007 -0.020 | -| p3770_p | 0.087 -0.034 0.014 -0.018 -0.157 -0.016 -0.110 0.005 -0.001 0.003 0.002 1.000 -0.034 0.038 0.047 0.022 0.012 0.108 -0.049 -0.023 -0.131 -0.253 -0.016 -0.033 | -| bplus_2 | 0.151 -0.165 -0.119 0.063 0.226 0.230 0.021 -0.004 -0.003 -0.086 -0.001 -0.034 1.000 0.073 -0.006 -0.080 -0.323 0.010 0.013 0.015 0.759 -0.127 0.058 0.278 | -| psi2s_p | -0.009 -0.092 -0.019 0.005 0.086 0.025 0.255 0.000 0.000 -0.008 0.001 0.038 0.073 1.000 0.197 -0.003 0.131 -0.057 -0.008 -0.004 0.244 -0.335 0.003 0.007 | -| DDstar_p | 0.146 -0.237 -0.051 0.026 -0.084 0.067 -0.106 0.012 -0.005 -0.001 -0.000 0.047 -0.006 0.197 1.000 -0.007 0.463 0.329 -0.007 0.009 -0.172 0.139 0.020 -0.029 | -| bplus_0 | -0.000 -0.879 0.273 -0.134 0.023 0.029 -0.022 -0.000 -0.000 -0.043 -0.003 0.022 -0.080 -0.003 -0.007 1.000 0.025 0.014 -0.003 -0.002 0.009 0.030 -0.095 0.060 | -| jpsi_p | 0.117 -0.060 -0.013 -0.019 -0.196 -0.087 0.160 0.011 -0.002 -0.015 0.005 0.012 -0.323 0.131 0.463 0.025 1.000 0.235 -0.036 -0.016 -0.437 0.238 -0.019 -0.040 | -| p4040_p | 0.073 -0.149 -0.036 0.015 -0.291 0.114 0.289 0.002 -0.007 -0.014 0.001 0.108 0.010 -0.057 0.329 0.014 0.235 1.000 -0.005 -0.008 -0.102 0.183 0.012 0.011 | -| Dbar_s | 0.005 -0.017 -0.001 0.000 0.014 0.009 0.016 -0.001 -0.000 0.002 0.000 -0.049 0.013 -0.008 -0.007 -0.003 -0.036 -0.005 1.000 -0.001 0.019 -0.016 -0.000 -0.005 | -| DDstar_s | 0.000 -0.022 -0.003 0.001 0.012 0.008 -0.007 -0.001 -0.000 0.000 0.000 -0.023 0.015 -0.004 0.009 -0.002 -0.016 -0.008 -0.001 1.000 0.004 -0.014 0.001 -0.002 | -| Ctt | -0.080 -0.190 -0.037 0.016 0.423 0.284 0.306 -0.011 -0.002 -0.042 -0.000 -0.131 0.759 0.244 -0.172 0.009 -0.437 -0.102 0.019 0.004 1.000 -0.194 0.016 0.131 | -| p3770_s | 0.068 -0.067 -0.014 0.003 -0.008 0.001 0.257 0.005 -0.002 -0.008 0.001 -0.253 -0.127 -0.335 0.139 0.030 0.238 0.183 -0.016 -0.014 -0.194 1.000 0.001 -0.008 | -| omega_p | 0.014 0.078 -0.022 0.936 0.004 0.010 0.012 0.000 -0.000 0.101 0.007 -0.016 0.058 0.003 0.020 -0.095 -0.019 0.012 -0.000 0.001 0.016 0.001 1.000 0.108 | -| rho_p | 0.020 -0.030 0.064 0.112 0.079 0.083 -0.043 -0.002 -0.001 0.064 -0.020 -0.033 0.278 0.007 -0.029 0.060 -0.040 0.011 -0.005 -0.002 0.131 -0.008 0.108 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3700322806458489}), (, {'error': 0.03765853104652295}), (, {'error': 0.31501131880121724}), (, {'error': 3.9673555892615853}), (, {'error': 0.1736541479863951}), (, {'error': 0.18623620496303842}), (, {'error': 0.33465269211276416}), (, {'error': 0.011666056014488224}), (, {'error': 0.010069131904376416}), (, {'error': 0.8469733618499502}), (, {'error': 0.20116167113228123}), (, {'error': 0.10163265101815933}), (, {'error': 0.08930095345963973}), (, {'error': 0.03330015861264979}), (, {'error': 0.3314511699713205}), (, {'error': 0.019098682455195526}), (, {'error': 0.030649394535161356}), (, {'error': 0.1692621101776448}), (, {'error': 0.017319683771299443}), (, {'error': 0.014197212098312706}), (, {'error': 0.22425780458914235}), (, {'error': 0.23082776738838273}), (, {'error': 0.664753550975191}), (, {'error': 0.41310615138592865})]) -Toy 7/25 -Time taken: 39 min, 7 s -Projected time left: 1 h, 40 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1645 (1645 total) | -| EDM = 0.00176 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297214.073771233 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.16 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.900 | 0.008 | | | -2 | 2 | | -| 2 | rho_s | 1.29 | 0.24 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 8.6 | 0.9 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.68 | 0.12 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.05 | 0.15 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -6 | 13 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.24 | 0.12 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 4.33 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 6.13 | 0.16 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.29 | 0.12 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.18 | 0.05 | | | -2 | 2 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -6.1 | 2.5 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.436 | 0.004 | | | -2 | 2 | | -| 16| jpsi_p | 1.624 | 0.029 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 4.12 | 0.31 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.33 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.22 | 0.19 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.0 | 0.3 | | |0.918861 | 4.08114 | | -| 22| omega_p | -5.51 | 0.17 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.31 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.092 -0.006 0.002 -0.026 -0.078 -0.085 -0.087 0.201 -0.000 0.006 0.087 0.026 0.068 0.052 0.084 0.110 0.140 -0.112 0.029 0.072 0.099 0.000 0.025 | -| bplus_1 | 0.092 1.000 -0.028 0.014 0.011 -0.200 -0.291 -0.085 0.265 0.027 0.001 0.167 0.181 0.211 0.292 -0.049 0.214 0.281 -0.411 0.017 0.319 0.266 -0.004 -0.016 | -| rho_s | -0.006 -0.028 1.000 -0.102 -0.003 0.014 0.025 0.005 -0.021 0.006 0.009 -0.017 -0.027 -0.018 -0.026 -0.067 -0.022 -0.024 0.034 -0.002 -0.025 -0.025 0.279 0.165 | -| omega_s | 0.002 0.014 -0.102 1.000 -0.002 -0.012 -0.026 -0.008 0.019 0.014 -0.020 0.019 0.030 0.017 0.024 0.021 0.014 0.021 -0.026 0.005 0.023 0.022 0.495 0.042 | -| p4040_s | -0.026 0.011 -0.003 -0.002 1.000 0.090 0.052 0.035 -0.169 -0.008 0.003 -0.048 -0.012 -0.053 -0.077 0.007 0.004 -0.045 -0.021 -0.030 0.026 0.004 0.000 0.018 | -| p4415_s | -0.078 -0.200 0.014 -0.012 0.090 1.000 0.409 0.256 -0.255 -0.018 -0.012 -0.339 -0.259 -0.279 -0.399 -0.191 -0.323 -0.308 0.367 -0.155 -0.286 -0.344 0.000 -0.038 | -| Dbar_p | -0.085 -0.291 0.025 -0.026 0.052 0.409 1.000 0.273 -0.710 -0.034 -0.033 -0.795 -0.732 -0.680 -0.974 -0.273 -0.764 -0.795 0.930 -0.216 -0.878 -0.865 -0.002 -0.097 | -| p4160_s | -0.087 -0.085 0.005 -0.008 0.035 0.256 0.273 1.000 -0.192 -0.017 -0.005 -0.226 -0.205 -0.205 -0.275 -0.084 -0.200 -0.060 0.205 -0.080 -0.178 -0.213 0.000 -0.007 | -| p4160_p | 0.201 0.265 -0.021 0.019 -0.169 -0.255 -0.710 -0.192 1.000 0.026 0.024 0.610 0.500 0.502 0.646 0.253 0.604 0.612 -0.653 0.200 0.559 0.625 0.001 0.070 | -| phi_s | -0.000 0.027 0.006 0.014 -0.008 -0.018 -0.034 -0.017 0.026 1.000 0.424 0.025 0.065 0.023 0.032 0.039 0.015 0.028 -0.037 0.008 0.032 0.027 0.004 0.070 | -| phi_p | 0.006 0.001 0.009 -0.020 0.003 -0.012 -0.033 -0.005 0.024 0.424 1.000 0.024 0.007 0.023 0.031 -0.005 0.025 0.026 -0.031 0.006 0.027 0.030 0.007 0.043 | -| p3770_p | 0.087 0.167 -0.017 0.019 -0.048 -0.339 -0.795 -0.226 0.610 0.025 0.024 1.000 0.535 0.551 0.740 0.159 0.625 0.648 -0.666 0.161 0.659 0.625 0.003 0.066 | -| bplus_2 | 0.026 0.181 -0.027 0.030 -0.012 -0.259 -0.732 -0.205 0.500 0.065 0.007 0.535 1.000 0.524 0.717 0.170 0.571 0.576 -0.750 0.202 0.577 0.637 -0.005 -0.032 | -| psi2s_p | 0.068 0.211 -0.018 0.017 -0.053 -0.279 -0.680 -0.205 0.502 0.023 0.023 0.551 0.524 1.000 0.627 0.199 0.585 0.524 -0.648 0.142 0.656 0.531 0.001 0.070 | -| DDstar_p | 0.052 0.292 -0.026 0.024 -0.077 -0.399 -0.974 -0.275 0.646 0.032 0.031 0.740 0.717 0.627 1.000 0.275 0.687 0.764 -0.940 0.246 0.865 0.823 0.001 0.096 | -| bplus_0 | 0.084 -0.049 -0.067 0.021 0.007 -0.191 -0.273 -0.084 0.253 0.039 -0.005 0.159 0.170 0.199 0.275 1.000 0.193 0.267 -0.393 0.015 0.303 0.252 -0.012 -0.006 | -| jpsi_p | 0.110 0.214 -0.022 0.014 0.004 -0.323 -0.764 -0.200 0.604 0.015 0.025 0.625 0.571 0.585 0.687 0.193 1.000 0.619 -0.704 0.138 0.631 0.699 0.001 0.084 | -| p4040_p | 0.140 0.281 -0.024 0.021 -0.045 -0.308 -0.795 -0.060 0.612 0.028 0.026 0.648 0.576 0.524 0.764 0.267 0.619 1.000 -0.757 0.222 0.653 0.670 0.001 0.079 | -| Dbar_s | -0.112 -0.411 0.034 -0.026 -0.021 0.367 0.930 0.205 -0.653 -0.037 -0.031 -0.666 -0.750 -0.648 -0.940 -0.393 -0.704 -0.757 1.000 -0.323 -0.881 -0.826 0.002 -0.100 | -| DDstar_s | 0.029 0.017 -0.002 0.005 -0.030 -0.155 -0.216 -0.080 0.200 0.008 0.006 0.161 0.202 0.142 0.246 0.015 0.138 0.222 -0.323 1.000 0.260 0.215 0.000 0.016 | -| Ctt | 0.072 0.319 -0.025 0.023 0.026 -0.286 -0.878 -0.178 0.559 0.032 0.027 0.659 0.577 0.656 0.865 0.303 0.631 0.653 -0.881 0.260 1.000 0.758 0.001 0.082 | -| p3770_s | 0.099 0.266 -0.025 0.022 0.004 -0.344 -0.865 -0.213 0.625 0.027 0.030 0.625 0.637 0.531 0.823 0.252 0.699 0.670 -0.826 0.215 0.758 1.000 0.002 0.092 | -| omega_p | 0.000 -0.004 0.279 0.495 0.000 0.000 -0.002 0.000 0.001 0.004 0.007 0.003 -0.005 0.001 0.001 -0.012 0.001 0.001 0.002 0.000 0.001 0.002 1.000 -0.028 | -| rho_p | 0.025 -0.016 0.165 0.042 0.018 -0.038 -0.097 -0.007 0.070 0.070 0.043 0.066 -0.032 0.070 0.096 -0.006 0.084 0.079 -0.100 0.016 0.082 0.092 -0.028 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15092105722031435}), (, {'error': 0.008413207319898142}), (, {'error': 0.23838452535810872}), (, {'error': 0.8854438288713826}), (, {'error': 0.11762546225335019}), (, {'error': 0.14651549891945248}), (, {'error': 12.508693548711058}), (, {'error': 0.11538418092001335}), (, {'error': 0.09820196043931784}), (, {'error': 0.7607563122957117}), (, {'error': 0.15617116109688478}), (, {'error': 0.12460334948144247}), (, {'error': 0.052357142205496254}), (, {'error': 0.032400016070819326}), (, {'error': 2.544761934008484}), (, {'error': 0.004049974733106421}), (, {'error': 0.029116138435188343}), (, {'error': 0.30687522943061296}), (, {'error': 0.3258569717495293}), (, {'error': 0.3697403640761065}), (, {'error': 0.18593811923574366}), (, {'error': 0.32849308317277437}), (, {'error': 0.17054768796345154}), (, {'error': 0.2268561376567364})]) -Toy 8/25 -Time taken: 45 min, 20 s -Projected time left: 1 h, 36 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1301 (1301 total) | -| EDM = 1.36E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297232.3696957493 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.78 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.78 | 0.06 | | | -2 | 2 | | -| 2 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 5.2 | 1.5 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.35 | 0.20 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -1.32 | 0.30 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.27 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.13 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.35 | 0.21 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.33 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.916 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -1.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.417 | 0.031 | | | -2 | 2 | | -| 16| jpsi_p | 4.699 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 4.08 | 0.20 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.39 | 0.19 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.90 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 5.2 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.113 -0.033 0.002 -0.115 -0.165 -0.081 -0.082 0.278 -0.021 0.008 0.014 -0.209 -0.064 -0.180 -0.039 -0.012 0.167 0.010 0.019 0.050 -0.007 -0.002 0.051 | -| bplus_1 | 0.113 1.000 0.345 -0.170 0.045 -0.110 -0.090 0.012 0.058 -0.095 0.022 -0.107 -0.050 0.035 -0.220 -0.926 -0.035 0.051 -0.004 -0.014 0.089 -0.018 -0.058 0.148 | -| rho_s | -0.033 0.345 1.000 -0.362 -0.016 0.024 0.022 -0.024 -0.015 -0.084 -0.029 0.001 0.243 0.003 0.080 -0.396 0.032 -0.008 -0.000 0.003 -0.070 -0.013 0.053 0.054 | -| omega_s | 0.002 -0.170 -0.362 1.000 -0.006 -0.010 -0.017 -0.005 0.005 0.058 -0.003 0.000 -0.056 -0.005 -0.038 0.194 -0.010 0.002 0.000 -0.001 0.003 -0.001 0.692 -0.197 | -| p4040_s | -0.115 0.045 -0.016 -0.006 1.000 0.219 -0.085 0.161 -0.509 -0.023 0.010 -0.132 -0.109 -0.005 -0.164 -0.049 -0.003 -0.196 -0.003 -0.004 0.332 0.114 -0.005 0.059 | -| p4415_s | -0.165 -0.110 0.024 -0.010 0.219 1.000 0.073 0.337 -0.120 -0.002 0.001 -0.063 0.164 0.046 0.029 -0.005 -0.013 -0.050 -0.001 -0.001 0.157 0.027 -0.003 0.006 | -| Dbar_p | -0.081 -0.090 0.022 -0.017 -0.085 0.073 1.000 -0.051 -0.031 -0.016 0.007 0.247 0.051 -0.038 -0.165 -0.031 0.177 -0.085 0.021 -0.001 -0.308 -0.085 -0.007 0.046 | -| p4160_s | -0.082 0.012 -0.024 -0.005 0.161 0.337 -0.051 1.000 -0.163 -0.027 0.011 -0.064 -0.127 -0.034 -0.091 -0.036 -0.012 0.275 -0.001 0.000 0.274 0.033 -0.005 0.070 | -| p4160_p | 0.278 0.058 -0.015 0.005 -0.509 -0.120 -0.031 -0.163 1.000 -0.001 -0.002 0.156 -0.042 -0.149 -0.005 0.001 -0.061 0.263 0.024 0.040 -0.312 -0.045 0.001 -0.005 | -| phi_s | -0.021 -0.095 -0.084 0.058 -0.023 -0.002 -0.016 -0.027 -0.001 1.000 0.587 0.003 0.060 -0.006 -0.013 0.103 0.010 -0.004 -0.000 0.000 -0.041 -0.013 0.029 0.063 | -| phi_p | 0.008 0.022 -0.029 -0.003 0.010 0.001 0.007 0.011 -0.002 0.587 1.000 -0.006 -0.033 -0.001 0.002 -0.031 -0.035 -0.000 0.001 0.001 0.009 0.003 0.008 0.121 | -| p3770_p | 0.014 -0.107 0.001 0.000 -0.132 -0.063 0.247 -0.064 0.156 0.003 -0.006 1.000 0.064 -0.030 0.148 0.051 -0.014 0.150 0.031 0.029 -0.222 -0.251 0.000 -0.016 | -| bplus_2 | -0.209 -0.050 0.243 -0.056 -0.109 0.164 0.051 -0.127 -0.042 0.060 -0.033 0.064 1.000 -0.049 0.273 -0.166 -0.169 -0.003 0.001 0.011 -0.645 0.042 -0.006 -0.199 | -| psi2s_p | -0.064 0.035 0.003 -0.005 -0.005 0.046 -0.038 -0.034 -0.149 -0.006 -0.001 -0.030 -0.049 1.000 -0.116 -0.016 -0.014 -0.204 0.022 0.019 0.241 -0.439 -0.003 0.007 | -| DDstar_p | -0.180 -0.220 0.080 -0.038 -0.164 0.029 -0.165 -0.091 -0.005 -0.013 0.002 0.148 0.273 -0.116 1.000 -0.050 -0.093 0.006 0.005 0.038 -0.051 0.050 -0.015 0.041 | -| bplus_0 | -0.039 -0.926 -0.396 0.194 -0.049 -0.005 -0.031 -0.036 0.001 0.103 -0.031 0.051 -0.166 -0.016 -0.050 1.000 0.101 -0.016 0.001 0.001 0.015 -0.013 0.066 -0.190 | -| jpsi_p | -0.012 -0.035 0.032 -0.010 -0.003 -0.013 0.177 -0.012 -0.061 0.010 -0.035 -0.014 -0.169 -0.014 -0.093 0.101 1.000 -0.093 0.042 0.050 0.242 -0.072 -0.004 -0.085 | -| p4040_p | 0.167 0.051 -0.008 0.002 -0.196 -0.050 -0.085 0.275 0.263 -0.004 -0.000 0.150 -0.003 -0.204 0.006 -0.016 -0.093 1.000 0.016 0.023 -0.262 -0.077 0.000 0.003 | -| Dbar_s | 0.010 -0.004 -0.000 0.000 -0.003 -0.001 0.021 -0.001 0.024 -0.000 0.001 0.031 0.001 0.022 0.005 0.001 0.042 0.016 1.000 -0.001 -0.000 0.022 0.000 0.001 | -| DDstar_s | 0.019 -0.014 0.003 -0.001 -0.004 -0.001 -0.001 0.000 0.040 0.000 0.001 0.029 0.011 0.019 0.038 0.001 0.050 0.023 -0.001 1.000 -0.007 0.025 -0.000 0.001 | -| Ctt | 0.050 0.089 -0.070 0.003 0.332 0.157 -0.308 0.274 -0.312 -0.041 0.009 -0.222 -0.645 0.241 -0.051 0.015 0.242 -0.262 -0.000 -0.007 1.000 -0.109 -0.006 0.095 | -| p3770_s | -0.007 -0.018 -0.013 -0.001 0.114 0.027 -0.085 0.033 -0.045 -0.013 0.003 -0.251 0.042 -0.439 0.050 -0.013 -0.072 -0.077 0.022 0.025 -0.109 1.000 -0.002 0.026 | -| omega_p | -0.002 -0.058 0.053 0.692 -0.005 -0.003 -0.007 -0.005 0.001 0.029 0.008 0.000 -0.006 -0.003 -0.015 0.066 -0.004 0.000 0.000 -0.000 -0.006 -0.002 1.000 -0.226 | -| rho_p | 0.051 0.148 0.054 -0.197 0.059 0.006 0.046 0.070 -0.005 0.063 0.121 -0.016 -0.199 0.007 0.041 -0.190 -0.085 0.003 0.001 0.001 0.095 0.026 -0.226 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15644830626708295}), (, {'error': 0.05923766293770538}), (, {'error': 0.3409916155231388}), (, {'error': 1.4564532816849778}), (, {'error': 0.1727263069317223}), (, {'error': 0.20180768634669433}), (, {'error': 0.29665237403904543}), (, {'error': 0.17135621071090723}), (, {'error': 0.09683877539406316}), (, {'error': 1.078477987107739}), (, {'error': 0.20789924753051192}), (, {'error': 0.1037937009520229}), (, {'error': 0.08212411723133028}), (, {'error': 0.031096409106924128}), (, {'error': 0.3218996523520361}), (, {'error': 0.030631096402545577}), (, {'error': 0.023527559543276233}), (, {'error': 0.19906025565848307}), (, {'error': 0.01673747060125419}), (, {'error': 0.023180038888270638}), (, {'error': 0.19477217061126995}), (, {'error': 0.23402008427756593}), (, {'error': 0.3672300647416096}), (, {'error': 0.3799752478928262})]) -Toy 9/25 -Time taken: 50 min, 32 s -Projected time left: 1 h, 29 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1318 (1318 total) | -| EDM = 0.000671 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297295.14551288675 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.37 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.740 | 0.018 | | | -2 | 2 | | -| 2 | rho_s | 0.50 | 0.31 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.89 | 0.21 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.25 | 0.17 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 0.03 | 1.20 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.23 | 0.19 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.45 | 0.14 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.7 | 1.3 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 0.24 | 0.27 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.43 | 0.15 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.22 | 0.05 | | | -2 | 2 | | -| 13| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -6 | 11 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.391 | 0.009 | | | -2 | 2 | | -| 16| jpsi_p | -4.70 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.27 | 0.25 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.23 | 0.14 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.22 | 0.24 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.53 | 0.22 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 6.0 | 0.6 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.657 -0.180 -0.034 0.492 0.150 -0.750 0.441 0.725 0.063 0.008 -0.408 -0.081 0.503 -0.813 0.625 0.713 0.616 -0.447 -0.681 -0.454 0.334 -0.054 -0.001 | -| bplus_1 | 0.657 1.000 -0.168 -0.031 0.515 0.127 -0.771 0.461 0.650 0.067 0.007 -0.458 -0.133 0.473 -0.799 0.389 0.655 0.569 -0.405 -0.710 -0.426 0.276 -0.051 -0.042 | -| rho_s | -0.180 -0.168 1.000 0.091 -0.144 -0.041 0.214 -0.128 -0.182 -0.030 0.009 0.122 -0.024 -0.134 0.224 -0.246 -0.186 -0.159 0.110 0.200 0.137 -0.082 0.341 0.142 | -| omega_s | -0.034 -0.031 0.091 1.000 -0.028 -0.009 0.040 -0.024 -0.034 -0.006 0.023 0.024 -0.004 -0.025 0.043 -0.041 -0.032 -0.030 0.022 0.037 0.026 -0.015 -0.532 -0.061 | -| p4040_s | 0.492 0.515 -0.144 -0.028 1.000 0.238 -0.689 0.401 0.380 0.054 0.007 -0.454 -0.005 0.440 -0.695 0.493 0.571 0.426 -0.408 -0.593 -0.226 0.326 -0.044 -0.008 | -| p4415_s | 0.150 0.127 -0.041 -0.009 0.238 1.000 -0.281 0.342 0.234 0.018 0.004 -0.205 0.085 0.163 -0.271 0.124 0.196 0.241 -0.165 -0.243 0.009 0.105 -0.012 -0.009 | -| Dbar_p | -0.750 -0.771 0.214 0.040 -0.689 -0.281 1.000 -0.630 -0.690 -0.078 -0.005 0.644 0.053 -0.516 0.954 -0.742 -0.729 -0.640 0.568 0.786 0.542 -0.280 0.068 0.018 | -| p4160_s | 0.441 0.461 -0.128 -0.024 0.401 0.342 -0.630 1.000 0.453 0.044 0.007 -0.386 -0.047 0.365 -0.642 0.439 0.518 0.610 -0.361 -0.548 -0.217 0.257 -0.037 0.004 | -| p4160_p | 0.725 0.650 -0.182 -0.034 0.380 0.234 -0.690 0.453 1.000 0.064 0.007 -0.333 -0.034 0.514 -0.796 0.623 0.744 0.603 -0.434 -0.653 -0.519 0.349 -0.055 -0.007 | -| phi_s | 0.063 0.067 -0.030 -0.006 0.054 0.018 -0.078 0.044 0.064 1.000 0.781 -0.047 0.048 0.049 -0.084 0.079 0.058 0.054 -0.043 -0.072 -0.053 0.024 0.025 0.003 | -| phi_p | 0.008 0.007 0.009 0.023 0.007 0.004 -0.005 0.007 0.007 0.781 1.000 -0.004 -0.011 0.006 -0.008 0.000 0.002 0.007 -0.006 -0.006 0.001 0.006 0.035 -0.026 | -| p3770_p | -0.408 -0.458 0.122 0.024 -0.454 -0.205 0.644 -0.386 -0.333 -0.047 -0.004 1.000 0.025 -0.293 0.570 -0.431 -0.402 -0.303 0.305 0.493 0.275 -0.262 0.039 0.006 | -| bplus_2 | -0.081 -0.133 -0.024 -0.004 -0.005 0.085 0.053 -0.047 -0.034 0.048 -0.011 0.025 1.000 0.025 0.013 -0.135 0.055 -0.029 0.052 0.014 -0.387 0.015 -0.022 -0.164 | -| psi2s_p | 0.503 0.473 -0.134 -0.025 0.440 0.163 -0.516 0.365 0.514 0.049 0.006 -0.293 0.025 1.000 -0.624 0.454 0.618 0.416 -0.329 -0.526 -0.187 0.104 -0.041 -0.010 | -| DDstar_p | -0.813 -0.799 0.224 0.043 -0.695 -0.271 0.954 -0.642 -0.796 -0.084 -0.008 0.570 0.013 -0.624 1.000 -0.768 -0.852 -0.725 0.581 0.828 0.547 -0.385 0.069 0.019 | -| bplus_0 | 0.625 0.389 -0.246 -0.041 0.493 0.124 -0.742 0.439 0.623 0.079 0.000 -0.431 -0.135 0.454 -0.768 1.000 0.619 0.541 -0.388 -0.682 -0.412 0.264 -0.078 -0.022 | -| jpsi_p | 0.713 0.655 -0.186 -0.032 0.571 0.196 -0.729 0.518 0.744 0.058 0.002 -0.402 0.055 0.618 -0.852 0.619 1.000 0.658 -0.474 -0.715 -0.534 0.424 -0.058 -0.007 | -| p4040_p | 0.616 0.569 -0.159 -0.030 0.426 0.241 -0.640 0.610 0.603 0.054 0.007 -0.303 -0.029 0.416 -0.725 0.541 0.658 1.000 -0.373 -0.607 -0.433 0.304 -0.047 0.000 | -| Dbar_s | -0.447 -0.405 0.110 0.022 -0.408 -0.165 0.568 -0.361 -0.434 -0.043 -0.006 0.305 0.052 -0.329 0.581 -0.388 -0.474 -0.373 1.000 0.501 0.400 -0.163 0.033 0.010 | -| DDstar_s | -0.681 -0.710 0.200 0.037 -0.593 -0.243 0.786 -0.548 -0.653 -0.072 -0.006 0.493 0.014 -0.526 0.828 -0.682 -0.715 -0.607 0.501 1.000 0.458 -0.318 0.062 0.013 | -| Ctt | -0.454 -0.426 0.137 0.026 -0.226 0.009 0.542 -0.217 -0.519 -0.053 0.001 0.275 -0.387 -0.187 0.547 -0.412 -0.534 -0.433 0.400 0.458 1.000 -0.239 0.047 0.026 | -| p3770_s | 0.334 0.276 -0.082 -0.015 0.326 0.105 -0.280 0.257 0.349 0.024 0.006 -0.262 0.015 0.104 -0.385 0.264 0.424 0.304 -0.163 -0.318 -0.239 1.000 -0.022 0.009 | -| omega_p | -0.054 -0.051 0.341 -0.532 -0.044 -0.012 0.068 -0.037 -0.055 0.025 0.035 0.039 -0.022 -0.041 0.069 -0.078 -0.058 -0.047 0.033 0.062 0.047 -0.022 1.000 -0.081 | -| rho_p | -0.001 -0.042 0.142 -0.061 -0.008 -0.009 0.018 0.004 -0.007 0.003 -0.026 0.006 -0.164 -0.010 0.019 -0.022 -0.007 0.000 0.010 0.013 0.026 0.009 -0.081 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2540011935943707}), (, {'error': 0.01775785229845095}), (, {'error': 0.31200572692163103}), (, {'error': 3.9217992979602787}), (, {'error': 0.20687098137982074}), (, {'error': 0.17498739415557307}), (, {'error': 1.1981960113537506}), (, {'error': 0.1914546166972413}), (, {'error': 0.14013402092422678}), (, {'error': 1.2622615309776304}), (, {'error': 0.271313901036911}), (, {'error': 0.1472986204459703}), (, {'error': 0.046360251756237814}), (, {'error': 0.035973072433391984}), (, {'error': 11.103410755918656}), (, {'error': 0.008721153829348238}), (, {'error': 0.044404614128548126}), (, {'error': 0.25038719112928565}), (, {'error': 0.3827145038996008}), (, {'error': 0.3824194882341918}), (, {'error': 0.1367940097161502}), (, {'error': 0.23713892355330934}), (, {'error': 0.223839852225316}), (, {'error': 0.6214874292213377})]) -Toy 10/25 -Time taken: 55 min, 55 s -Projected time left: 1 h, 23 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1343 (1343 total) | -| EDM = 0.000366 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297332.3594306238 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.07 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.77 | 0.03 | | | -2 | 2 | | -| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 9.0 | 1.0 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.81 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.39 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -4.31 | 0.28 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -1.93 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.7 | 1.4 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -6.10 | 0.29 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.46 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.29 | 0.07 | | | -2 | 2 | | -| 13| psi2s_p | 1.936 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.431 | 0.018 | | | -2 | 2 | | -| 16| jpsi_p | 4.683 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.20 | 0.23 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.013 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.51 | 0.21 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.36 | 0.22 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.68 | 0.26 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 6.28 | 0.31 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.105 0.009 -0.011 -0.206 -0.184 -0.106 -0.127 0.308 -0.024 -0.008 0.055 0.198 -0.105 0.023 0.024 -0.015 0.167 0.011 0.048 -0.000 0.001 0.002 -0.026 | -| bplus_1 | -0.105 1.000 -0.186 0.008 0.051 0.162 0.260 0.019 -0.096 0.011 -0.000 0.043 -0.228 0.038 -0.000 -0.879 0.023 -0.061 -0.000 -0.121 -0.159 0.012 -0.060 -0.007 | -| rho_s | 0.009 -0.186 1.000 -0.042 0.027 0.024 0.050 0.033 -0.015 -0.027 -0.021 0.007 0.047 0.004 0.000 0.250 -0.021 -0.007 0.001 -0.016 0.025 0.011 0.431 -0.239 | -| omega_s | -0.011 0.008 -0.042 1.000 -0.010 -0.002 -0.006 -0.014 -0.001 0.002 -0.031 0.000 -0.045 -0.003 0.000 -0.014 -0.002 -0.003 -0.000 0.000 -0.017 -0.007 0.593 -0.001 | -| p4040_s | -0.206 0.051 0.027 -0.010 1.000 0.211 -0.112 0.063 -0.547 -0.019 -0.005 -0.158 0.098 -0.026 0.003 0.022 -0.015 -0.229 -0.001 0.048 0.354 0.096 0.008 -0.026 | -| p4415_s | -0.184 0.162 0.024 -0.002 0.211 1.000 0.052 0.336 -0.126 -0.002 -0.001 -0.074 -0.108 0.031 -0.001 0.014 -0.018 -0.022 -0.000 0.001 0.187 0.010 0.007 -0.004 | -| Dbar_p | -0.106 0.260 0.050 -0.006 -0.112 0.052 1.000 -0.092 0.012 -0.007 -0.000 0.356 -0.099 -0.015 0.004 0.025 0.241 -0.072 0.017 0.032 -0.307 -0.005 0.016 -0.014 | -| p4160_s | -0.127 0.019 0.033 -0.014 0.063 0.336 -0.092 1.000 -0.152 -0.026 -0.007 -0.063 0.148 -0.083 0.006 0.041 -0.029 0.308 0.001 0.033 0.261 0.012 0.010 -0.034 | -| p4160_p | 0.308 -0.096 -0.015 -0.001 -0.547 -0.126 0.012 -0.152 1.000 -0.005 -0.005 0.190 -0.018 -0.143 0.032 0.010 -0.052 0.234 0.020 -0.004 -0.381 -0.004 -0.007 0.004 | -| phi_s | -0.024 0.011 -0.027 0.002 -0.019 -0.002 -0.007 -0.026 -0.005 1.000 0.821 0.000 -0.087 -0.006 0.000 -0.019 -0.003 -0.009 -0.000 -0.001 -0.031 -0.016 0.038 0.016 | -| phi_p | -0.008 -0.000 -0.021 -0.031 -0.005 -0.001 -0.000 -0.007 -0.005 0.821 1.000 -0.002 -0.020 -0.007 0.001 -0.001 -0.027 -0.005 0.001 0.001 -0.006 -0.007 0.032 0.036 | -| p3770_p | 0.055 0.043 0.007 0.000 -0.158 -0.074 0.356 -0.063 0.190 0.000 -0.002 1.000 -0.065 0.045 0.019 0.023 0.023 0.155 0.026 -0.046 -0.245 -0.229 0.000 0.008 | -| bplus_2 | 0.198 -0.228 0.047 -0.045 0.098 -0.108 -0.099 0.148 -0.018 -0.087 -0.020 -0.065 1.000 -0.005 0.003 -0.029 0.167 -0.027 0.003 0.075 0.699 -0.081 0.017 -0.126 | -| psi2s_p | -0.105 0.038 0.004 -0.003 -0.026 0.031 -0.015 -0.083 -0.143 -0.006 -0.007 0.045 -0.005 1.000 0.021 -0.011 -0.028 -0.222 0.021 0.032 0.180 -0.470 -0.002 0.001 | -| DDstar_p | 0.023 -0.000 0.000 0.000 0.003 -0.001 0.004 0.006 0.032 0.000 0.001 0.019 0.003 0.021 1.000 0.001 0.047 0.019 -0.001 0.013 -0.000 0.020 0.001 -0.000 | -| bplus_0 | 0.024 -0.879 0.250 -0.014 0.022 0.014 0.025 0.041 0.010 -0.019 -0.001 0.023 -0.029 -0.011 0.001 1.000 -0.084 0.016 0.002 0.002 -0.010 0.048 0.080 -0.007 | -| jpsi_p | -0.015 0.023 -0.021 -0.002 -0.015 -0.018 0.241 -0.029 -0.052 -0.003 -0.027 0.023 0.167 -0.028 0.047 -0.084 1.000 -0.098 0.038 0.018 0.222 -0.068 -0.022 0.046 | -| p4040_p | 0.167 -0.061 -0.007 -0.003 -0.229 -0.022 -0.072 0.308 0.234 -0.009 -0.005 0.155 -0.027 -0.222 0.019 0.016 -0.098 1.000 0.013 0.003 -0.284 -0.037 -0.004 -0.003 | -| Dbar_s | 0.011 -0.000 0.001 -0.000 -0.001 -0.000 0.017 0.001 0.020 -0.000 0.001 0.026 0.003 0.021 -0.001 0.002 0.038 0.013 1.000 -0.002 0.005 0.021 0.001 -0.001 | -| DDstar_s | 0.048 -0.121 -0.016 0.000 0.048 0.001 0.032 0.033 -0.004 -0.001 0.001 -0.046 0.075 0.032 0.013 0.002 0.018 0.003 -0.002 1.000 0.029 -0.019 -0.004 -0.000 | -| Ctt | -0.000 -0.159 0.025 -0.017 0.354 0.187 -0.307 0.261 -0.381 -0.031 -0.006 -0.245 0.699 0.180 -0.000 -0.010 0.222 -0.284 0.005 0.029 1.000 -0.199 0.009 -0.048 | -| p3770_s | 0.001 0.012 0.011 -0.007 0.096 0.010 -0.005 0.012 -0.004 -0.016 -0.007 -0.229 -0.081 -0.470 0.020 0.048 -0.068 -0.037 0.021 -0.019 -0.199 1.000 0.002 -0.010 | -| omega_p | 0.002 -0.060 0.431 0.593 0.008 0.007 0.016 0.010 -0.007 0.038 0.032 0.000 0.017 -0.002 0.001 0.080 -0.022 -0.004 0.001 -0.004 0.009 0.002 1.000 -0.001 | -| rho_p | -0.026 -0.007 -0.239 -0.001 -0.026 -0.004 -0.014 -0.034 0.004 0.016 0.036 0.008 -0.126 0.001 -0.000 -0.007 0.046 -0.003 -0.001 -0.000 -0.048 -0.010 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15506707497487504}), (, {'error': 0.03255032328560048}), (, {'error': 0.3460821709616818}), (, {'error': 0.9754207138339486}), (, {'error': 0.1748653905355429}), (, {'error': 0.19447197504265634}), (, {'error': 0.2836109540556011}), (, {'error': 0.17002102663108598}), (, {'error': 0.10071171067740359}), (, {'error': 1.352300613034151}), (, {'error': 0.2902294799536742}), (, {'error': 0.09562797443403825}), (, {'error': 0.07497845756807797}), (, {'error': 0.03140577283676205}), (, {'error': 0.059390144342238216}), (, {'error': 0.017598945991788684}), (, {'error': 0.025391374731138505}), (, {'error': 0.23145781525398568}), (, {'error': 0.013326382229841505}), (, {'error': 0.07090194476727829}), (, {'error': 0.21195904940080346}), (, {'error': 0.22489246073218228}), (, {'error': 0.2559165053261987}), (, {'error': 0.3120424002210731})]) -Toy 11/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 17 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1297 (1297 total) | -| EDM = 1.02E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297264.08763461723 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 8.6 | 1.3 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.99 | 0.16 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 0.126 | 0.026 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 4.80 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.15 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.2 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.35 | 0.27 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.61 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.15 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.431 | 0.017 | | | -2 | 2 | | -| 16| jpsi_p | 4.647 | 0.026 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 4.25 | 0.20 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.62 | 0.22 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.07 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | -5.62 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.000 0.001 0.000 -0.003 -0.015 0.004 -0.006 -0.005 0.001 0.000 0.002 -0.003 0.002 0.004 -0.001 0.002 -0.003 -0.000 -0.001 -0.007 0.000 0.000 -0.002 | -| bplus_1 | 0.000 1.000 -0.176 0.002 -0.085 -0.007 0.190 -0.075 0.034 0.030 0.013 0.152 -0.346 -0.007 0.419 -0.824 0.053 0.032 0.004 0.004 -0.210 0.066 -0.062 -0.032 | -| rho_s | 0.001 -0.176 1.000 0.039 -0.038 -0.002 0.027 -0.035 0.018 -0.051 -0.040 0.044 -0.137 -0.000 0.077 0.270 0.066 0.014 0.000 0.001 -0.059 0.009 0.444 0.015 | -| omega_s | 0.000 0.002 0.039 1.000 -0.010 -0.000 -0.004 -0.011 0.001 0.013 -0.024 0.000 -0.034 -0.004 0.003 -0.001 -0.008 0.001 0.000 0.000 -0.015 -0.005 0.729 -0.011 | -| p4040_s | -0.003 -0.085 -0.038 -0.010 1.000 -0.011 -0.192 0.201 -0.490 -0.022 0.001 -0.144 0.203 -0.081 -0.172 0.022 -0.044 -0.188 -0.001 0.010 0.299 0.069 -0.009 0.067 | -| p4415_s | -0.015 -0.007 -0.002 -0.000 -0.011 1.000 -0.006 -0.015 0.015 -0.001 -0.000 0.004 0.009 -0.004 0.001 0.001 -0.000 0.010 0.001 0.002 -0.004 0.001 -0.000 0.002 | -| Dbar_p | 0.004 0.190 0.027 -0.004 -0.192 -0.006 1.000 -0.139 -0.053 -0.006 0.001 0.234 -0.096 -0.151 -0.157 0.009 0.031 -0.068 0.028 0.013 -0.364 -0.131 0.010 0.036 | -| p4160_s | -0.006 -0.075 -0.035 -0.011 0.201 -0.015 -0.139 1.000 -0.195 -0.025 0.000 -0.086 0.228 -0.071 -0.128 0.028 -0.029 0.241 0.000 0.010 0.266 0.001 -0.007 0.076 | -| p4160_p | -0.005 0.034 0.018 0.001 -0.490 0.015 -0.053 -0.195 1.000 0.005 -0.002 0.204 -0.148 -0.118 0.249 0.012 -0.035 0.373 0.025 0.052 -0.377 0.046 0.002 -0.026 | -| phi_s | 0.001 0.030 -0.051 0.013 -0.022 -0.001 -0.006 -0.025 0.005 1.000 0.745 -0.000 -0.073 -0.004 0.007 -0.025 -0.007 0.004 -0.000 0.000 -0.039 -0.008 0.009 0.164 | -| phi_p | 0.000 0.013 -0.040 -0.024 0.001 -0.000 0.001 0.000 -0.002 0.745 1.000 -0.005 0.005 -0.004 0.003 -0.003 -0.035 -0.001 0.001 0.001 -0.008 -0.001 0.000 0.162 | -| p3770_p | 0.002 0.152 0.044 0.000 -0.144 0.004 0.234 -0.086 0.204 -0.000 -0.005 1.000 -0.138 0.008 0.295 0.019 0.018 0.197 0.041 0.034 -0.198 -0.243 0.012 -0.009 | -| bplus_2 | -0.003 -0.346 -0.137 -0.034 0.203 0.009 -0.096 0.228 -0.148 -0.073 0.005 -0.138 1.000 0.023 -0.287 0.019 0.114 -0.153 0.004 0.003 0.732 -0.130 -0.029 0.250 | -| psi2s_p | 0.002 -0.007 -0.000 -0.004 -0.081 -0.004 -0.151 -0.071 -0.118 -0.004 -0.004 0.008 0.023 1.000 -0.006 -0.009 -0.028 -0.171 0.025 0.033 0.216 -0.411 -0.003 -0.001 | -| DDstar_p | 0.004 0.419 0.077 0.003 -0.172 0.001 -0.157 -0.128 0.249 0.007 0.003 0.295 -0.287 -0.006 1.000 -0.016 0.203 0.194 -0.004 0.043 -0.068 0.185 0.026 0.017 | -| bplus_0 | -0.001 -0.824 0.270 -0.001 0.022 0.001 0.009 0.028 0.012 -0.025 -0.003 0.019 0.019 -0.009 -0.016 1.000 -0.074 0.013 0.001 0.000 -0.023 0.039 0.096 0.079 | -| jpsi_p | 0.002 0.053 0.066 -0.008 -0.044 -0.000 0.031 -0.029 -0.035 -0.007 -0.035 0.018 0.114 -0.028 0.203 -0.074 1.000 -0.068 0.052 0.076 0.284 -0.039 0.001 -0.093 | -| p4040_p | -0.003 0.032 0.014 0.001 -0.188 0.010 -0.068 0.241 0.373 0.004 -0.001 0.197 -0.153 -0.171 0.194 0.013 -0.068 1.000 0.019 0.033 -0.358 -0.014 0.001 -0.023 | -| Dbar_s | -0.000 0.004 0.000 0.000 -0.001 0.001 0.028 0.000 0.025 -0.000 0.001 0.041 0.004 0.025 -0.004 0.001 0.052 0.019 1.000 -0.002 -0.002 0.025 0.001 0.003 | -| DDstar_s | -0.001 0.004 0.001 0.000 0.010 0.002 0.013 0.010 0.052 0.000 0.001 0.034 0.003 0.033 0.043 0.000 0.076 0.033 -0.002 1.000 -0.003 0.033 0.001 0.001 | -| Ctt | -0.007 -0.210 -0.059 -0.015 0.299 -0.004 -0.364 0.266 -0.377 -0.039 -0.008 -0.198 0.732 0.216 -0.068 -0.023 0.284 -0.358 -0.002 -0.003 1.000 -0.184 -0.012 0.103 | -| p3770_s | 0.000 0.066 0.009 -0.005 0.069 0.001 -0.131 0.001 0.046 -0.008 -0.001 -0.243 -0.130 -0.411 0.185 0.039 -0.039 -0.014 0.025 0.033 -0.184 1.000 0.002 0.017 | -| omega_p | 0.000 -0.062 0.444 0.729 -0.009 -0.000 0.010 -0.007 0.002 0.009 0.000 0.012 -0.029 -0.003 0.026 0.096 0.001 0.001 0.001 0.001 -0.012 0.002 1.000 0.078 | -| rho_p | -0.002 -0.032 0.015 -0.011 0.067 0.002 0.036 0.076 -0.026 0.164 0.162 -0.009 0.250 -0.001 0.017 0.079 -0.093 -0.023 0.003 0.001 0.103 0.017 0.078 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15724715852630622}), (, {'error': 0.03804427856954018}), (, {'error': 0.3268230650657137}), (, {'error': 1.3040760493392685}), (, {'error': 0.15979544400366036}), (, {'error': 0.025619210226118294}), (, {'error': 0.305573155286619}), (, {'error': 0.1560633890531482}), (, {'error': 0.11038189231047335}), (, {'error': 1.138186634943267}), (, {'error': 0.2737583376284176}), (, {'error': 0.10345073715961561}), (, {'error': 0.0806667294389225}), (, {'error': 0.0322152925889716}), (, {'error': 0.3397888969859597}), (, {'error': 0.016519996686267913}), (, {'error': 0.02630099222624871}), (, {'error': 0.19605389548644414}), (, {'error': 0.01898093708108478}), (, {'error': 0.025498685884670802}), (, {'error': 0.22052705136106887}), (, {'error': 0.22779903989713501}), (, {'error': 0.28376682706368905}), (, {'error': 0.5250134543399079})]) -Toy 12/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 12 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.989E+05 | Ncalls=895 (895 total) | -| EDM = 3.61E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 298862.7883112091 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -0.09 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 2.00 | 0.04 | | | -2 | 2 | | -| 2 | rho_s | 2.075 | 0.027 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.005 | 0.046 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.06 | 0.18 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 2.71 | 0.11 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.93 | 0.19 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -6.283 | 0.004 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.3 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.30 | 0.18 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.72 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.51 | 0.10 | | | -2 | 2 | | -| 13| psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -6.283 | 0.014 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.840 | 0.010 | | | -2 | 2 | | -| 16| jpsi_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 3.000E-1 | 0.018E-1 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -3.000E-1 | 0.017E-1 | | | -0.3 | 0.3 | | -| 20| Ctt | -1.500 | 0.004 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.89 | 0.19 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.12 | 0.24 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.98 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.009 0.001 -0.005 0.000 0.173 0.015 -0.204 0.008 -0.010 -0.003 0.034 -0.302 -0.028 -0.002 0.341 -0.001 0.003 -0.000 -0.001 0.000 -0.015 0.007 0.002 | -| bplus_1 | 0.009 1.000 0.001 0.002 0.001 -0.003 0.006 -0.004 0.000 0.003 -0.003 0.002 -0.033 -0.012 0.000 0.497 -0.000 0.000 0.000 -0.000 0.000 -0.003 0.002 -0.010 | -| rho_s | 0.001 0.001 1.000 0.013 0.000 0.002 0.001 0.002 -0.000 0.001 0.002 -0.000 -0.009 -0.001 0.000 0.003 0.000 -0.000 -0.000 -0.000 0.000 0.001 -0.004 0.001 | -| omega_s | -0.005 0.002 0.013 1.000 -0.002 -0.012 0.006 -0.015 0.000 0.027 -0.012 -0.003 0.048 0.002 0.000 -0.009 0.001 0.001 0.000 0.000 -0.000 -0.014 0.545 -0.079 | -| p4040_s | 0.000 0.001 0.000 -0.002 1.000 0.022 0.001 0.043 -0.001 -0.003 -0.001 0.019 -0.046 -0.027 -0.001 0.036 -0.000 -0.421 -0.001 -0.000 -0.000 -0.020 0.001 0.003 | -| p4415_s | 0.173 -0.003 0.002 -0.012 0.022 1.000 0.114 0.090 0.004 -0.024 0.005 -0.006 -0.188 -0.111 0.003 0.071 0.001 -0.006 -0.001 -0.003 0.001 0.032 0.013 0.038 | -| Dbar_p | 0.015 0.006 0.001 0.006 0.001 0.114 1.000 0.134 -0.003 0.011 0.001 -0.264 -0.160 0.004 0.003 0.327 0.013 -0.003 -0.000 -0.002 -0.002 -0.122 0.002 -0.008 | -| p4160_s | -0.204 -0.004 0.002 -0.015 0.043 0.090 0.134 1.000 -0.011 -0.029 0.003 0.055 -0.282 -0.211 -0.006 0.150 0.000 -0.002 -0.005 -0.006 -0.003 -0.027 0.014 0.042 | -| p4160_p | 0.008 0.000 -0.000 0.000 -0.001 0.004 -0.003 -0.011 1.000 0.000 -0.000 0.002 -0.001 0.003 -0.000 0.005 -0.000 0.000 -0.000 0.000 -0.000 -0.001 -0.000 -0.001 | -| phi_s | -0.010 0.003 0.001 0.027 -0.003 -0.024 0.011 -0.029 0.000 1.000 0.505 -0.005 0.099 0.003 0.001 -0.015 0.001 0.002 0.000 0.000 -0.000 -0.028 0.026 0.077 | -| phi_p | -0.003 -0.003 0.002 -0.012 -0.001 0.005 0.001 0.003 -0.000 0.505 1.000 -0.007 -0.017 0.006 -0.000 -0.019 0.001 0.000 -0.000 -0.000 -0.000 -0.002 0.030 0.112 | -| p3770_p | 0.034 0.002 -0.000 -0.003 0.019 -0.006 -0.264 0.055 0.002 -0.005 -0.007 1.000 0.005 0.128 -0.009 -0.033 -0.004 -0.006 -0.001 0.001 0.000 -0.364 -0.004 -0.008 | -| bplus_2 | -0.302 -0.033 -0.009 0.048 -0.046 -0.188 -0.160 -0.282 -0.001 0.099 -0.017 0.005 1.000 0.202 -0.005 -0.706 0.000 0.017 0.001 0.009 -0.008 -0.120 -0.055 -0.150 | -| psi2s_p | -0.028 -0.012 -0.001 0.002 -0.027 -0.111 0.004 -0.211 0.003 0.003 0.006 0.128 0.202 1.000 -0.002 -0.229 0.002 0.016 -0.003 -0.001 -0.005 -0.328 -0.002 0.015 | -| DDstar_p | -0.002 0.000 0.000 0.000 -0.001 0.003 0.003 -0.006 -0.000 0.001 -0.000 -0.009 -0.005 -0.002 1.000 0.012 0.001 0.001 0.000 0.001 -0.000 -0.010 -0.000 -0.001 | -| bplus_0 | 0.341 0.497 0.003 -0.009 0.036 0.071 0.327 0.150 0.005 -0.015 -0.019 -0.033 -0.706 -0.229 0.012 1.000 0.004 -0.009 -0.002 -0.013 0.006 -0.026 0.010 -0.036 | -| jpsi_p | -0.001 -0.000 0.000 0.001 -0.000 0.001 0.013 0.000 -0.000 0.001 0.001 -0.004 0.000 0.002 0.001 0.004 1.000 0.000 0.000 -0.000 -0.000 -0.006 0.001 0.001 | -| p4040_p | 0.003 0.000 -0.000 0.001 -0.421 -0.006 -0.003 -0.002 0.000 0.002 0.000 -0.006 0.017 0.016 0.001 -0.009 0.000 1.000 0.000 0.000 0.000 0.009 -0.001 -0.002 | -| Dbar_s | -0.000 0.000 -0.000 0.000 -0.001 -0.001 -0.000 -0.005 -0.000 0.000 -0.000 -0.001 0.001 -0.003 0.000 -0.002 0.000 0.000 1.000 0.000 0.000 -0.005 -0.000 -0.000 | -| DDstar_s | -0.001 -0.000 -0.000 0.000 -0.000 -0.003 -0.002 -0.006 0.000 0.000 -0.000 0.001 0.009 -0.001 0.001 -0.013 -0.000 0.000 0.000 1.000 0.000 -0.000 -0.000 -0.000 | -| Ctt | 0.000 0.000 0.000 -0.000 -0.000 0.001 -0.002 -0.003 -0.000 -0.000 -0.000 0.000 -0.008 -0.005 -0.000 0.006 -0.000 0.000 0.000 0.000 1.000 -0.006 0.000 -0.001 | -| p3770_s | -0.015 -0.003 0.001 -0.014 -0.020 0.032 -0.122 -0.027 -0.001 -0.028 -0.002 -0.364 -0.120 -0.328 -0.010 -0.026 -0.006 0.009 -0.005 -0.000 -0.006 1.000 0.007 0.028 | -| omega_p | 0.007 0.002 -0.004 0.545 0.001 0.013 0.002 0.014 -0.000 0.026 0.030 -0.004 -0.055 -0.002 -0.000 0.010 0.001 -0.001 -0.000 -0.000 0.000 0.007 1.000 -0.077 | -| rho_p | 0.002 -0.010 0.001 -0.079 0.003 0.038 -0.008 0.042 -0.001 0.077 0.112 -0.008 -0.150 0.015 -0.001 -0.036 0.001 -0.002 -0.000 -0.000 -0.001 0.028 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18678124149056563}), (, {'error': 0.03887548665810847}), (, {'error': 0.026607490508392617}), (, {'error': 1.0171559268992403}), (, {'error': 0.04647282328629255}), (, {'error': 0.18464447162711795}), (, {'error': 0.11440748131512368}), (, {'error': 0.18600678285422267}), (, {'error': 0.003730234220625128}), (, {'error': 1.0378566552017379}), (, {'error': 0.18368225753602152}), (, {'error': 0.08671786761742384}), (, {'error': 0.09837921717833131}), (, {'error': 0.034147892334039476}), (, {'error': 0.013990481303962188}), (, {'error': 0.010448784496813968}), (, {'error': 0.0013744083945281815}), (, {'error': 8.730415669624573}), (, {'error': 0.001804267612621313}), (, {'error': 0.0017120732390779325}), (, {'error': 0.004174154223183235}), (, {'error': 0.19183431559677544}), (, {'error': 0.24448331443436988}), (, {'error': 0.13171014330256092})]) -Toy 13/25 -Time taken: 1 h, 11 min -Projected time left: 1 h, 5 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.978E+05 | Ncalls=541 (552 total) | -| EDM = 157 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297841.26473819657 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -0.628E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 1.614 | 0.014 | | | -2 | 2 | | -| 2 | rho_s | 1.857 | 0.002 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 7.985 | 0.007 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.738E-1 | 0.011E-1 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 2.135 | 0.002 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 3 | 7 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 1.898 | 0.005 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -6.103 | 0.005 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 14.996 | 0.004 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.627E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 0.37 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 1.159 | 0.014 | | | -2 | 2 | | -| 13| psi2s_p | 2.465 | 0.010 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 3.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.862 | 0.006 | | | -2 | 2 | | -| 16| jpsi_p | 4.745 | 0.028 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.368 | 0.016 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -2.932E-1 | 0.002E-1 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -2.538E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 20| Ctt | -1.154 | 0.003 | | | -1.5 | 1.5 | | -| 21| p3770_s | 1.103 | 0.002 | | |0.918861 | 4.08114 | | -| 22| omega_p | 1.541 | 0.015 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 0.587 | 0.015 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.123 -0.004 0.003 -0.006 -0.021 0.123 0.043 0.078 0.001 -0.001 -0.117 -0.117 0.115 -0.123 -0.122 0.123 -0.005 0.057 0.081 0.057 0.020 0.026 0.039 | -| bplus_1 | -0.123 1.000 0.035 -0.022 0.046 0.167 -0.993 -0.348 -0.630 -0.009 0.005 0.941 0.941 -0.928 0.991 0.985 -0.988 0.038 -0.455 -0.654 -0.460 -0.162 -0.211 -0.311 | -| rho_s | -0.004 0.035 1.000 -0.001 0.002 0.006 -0.035 -0.012 -0.022 -0.000 0.000 0.033 0.033 -0.033 0.035 0.035 -0.035 0.001 -0.016 -0.023 -0.016 -0.006 -0.007 -0.012 | -| omega_s | 0.003 -0.022 -0.001 1.000 -0.001 -0.004 0.022 0.008 0.014 0.000 -0.000 -0.021 -0.021 0.020 -0.022 -0.022 0.022 -0.001 0.010 0.014 0.010 0.004 0.005 0.007 | -| p4040_s | -0.006 0.046 0.002 -0.001 1.000 0.008 -0.047 -0.016 -0.029 -0.000 0.000 0.044 0.044 -0.044 0.047 0.046 -0.046 -0.000 -0.021 -0.031 -0.022 -0.008 -0.010 -0.015 | -| p4415_s | -0.021 0.167 0.006 -0.004 0.008 1.000 -0.168 -0.059 -0.107 -0.002 0.001 0.159 0.159 -0.157 0.168 0.167 -0.167 0.007 -0.077 -0.111 -0.078 -0.027 -0.036 -0.053 | -| Dbar_p | 0.123 -0.993 -0.035 0.022 -0.047 -0.168 1.000 0.351 0.634 0.009 -0.005 -0.948 -0.947 0.934 -0.998 -0.992 0.995 -0.039 0.458 0.658 0.463 0.163 0.212 0.313 | -| p4160_s | 0.043 -0.348 -0.012 0.008 -0.016 -0.059 0.351 1.000 0.222 0.003 -0.002 -0.332 -0.332 0.327 -0.350 -0.348 0.349 -0.014 0.161 0.231 0.162 0.057 0.074 0.110 | -| p4160_p | 0.078 -0.630 -0.022 0.014 -0.029 -0.107 0.634 0.222 1.000 0.006 -0.003 -0.601 -0.601 0.593 -0.633 -0.629 0.631 -0.025 0.291 0.418 0.294 0.103 0.135 0.199 | -| phi_s | 0.001 -0.009 -0.000 0.000 -0.000 -0.002 0.009 0.003 0.006 1.000 -0.000 -0.009 -0.009 0.009 -0.009 -0.009 0.009 -0.000 0.004 0.006 0.004 0.002 0.002 0.003 | -| phi_p | -0.001 0.005 0.000 -0.000 0.000 0.001 -0.005 -0.002 -0.003 -0.000 1.000 0.005 0.005 -0.005 0.005 0.005 -0.005 0.000 -0.002 -0.003 -0.002 -0.001 -0.001 -0.002 | -| p3770_p | -0.117 0.941 0.033 -0.021 0.044 0.159 -0.948 -0.332 -0.601 -0.009 0.005 1.000 0.898 -0.885 0.945 0.940 -0.943 0.037 -0.434 -0.624 -0.439 -0.155 -0.201 -0.297 | -| bplus_2 | -0.117 0.941 0.033 -0.021 0.044 0.159 -0.947 -0.332 -0.601 -0.009 0.005 0.898 1.000 -0.885 0.945 0.940 -0.943 0.037 -0.434 -0.624 -0.439 -0.155 -0.201 -0.297 | -| psi2s_p | 0.115 -0.928 -0.033 0.020 -0.044 -0.157 0.934 0.327 0.593 0.009 -0.005 -0.885 -0.885 1.000 -0.932 -0.927 0.930 -0.036 0.428 0.615 0.433 0.153 0.198 0.293 | -| DDstar_p | -0.123 0.991 0.035 -0.022 0.047 0.168 -0.998 -0.350 -0.633 -0.009 0.005 0.945 0.945 -0.932 1.000 0.990 -0.993 0.039 -0.457 -0.657 -0.462 -0.163 -0.212 -0.313 | -| bplus_0 | -0.122 0.985 0.035 -0.022 0.046 0.167 -0.992 -0.348 -0.629 -0.009 0.005 0.940 0.940 -0.927 0.990 1.000 -0.987 0.038 -0.455 -0.653 -0.460 -0.162 -0.211 -0.311 | -| jpsi_p | 0.123 -0.988 -0.035 0.022 -0.046 -0.167 0.995 0.349 0.631 0.009 -0.005 -0.943 -0.943 0.930 -0.993 -0.987 1.000 -0.039 0.456 0.655 0.461 0.162 0.211 0.312 | -| p4040_p | -0.005 0.038 0.001 -0.001 -0.000 0.007 -0.039 -0.014 -0.025 -0.000 0.000 0.037 0.037 -0.036 0.039 0.038 -0.039 1.000 -0.018 -0.025 -0.018 -0.006 -0.008 -0.012 | -| Dbar_s | 0.057 -0.455 -0.016 0.010 -0.021 -0.077 0.458 0.161 0.291 0.004 -0.002 -0.434 -0.434 0.428 -0.457 -0.455 0.456 -0.018 1.000 0.302 0.212 0.075 0.097 0.144 | -| DDstar_s | 0.081 -0.654 -0.023 0.014 -0.031 -0.111 0.658 0.231 0.418 0.006 -0.003 -0.624 -0.624 0.615 -0.657 -0.653 0.655 -0.025 0.302 1.000 0.305 0.107 0.140 0.206 | -| Ctt | 0.057 -0.460 -0.016 0.010 -0.022 -0.078 0.463 0.162 0.294 0.004 -0.002 -0.439 -0.439 0.433 -0.462 -0.460 0.461 -0.018 0.212 0.305 1.000 0.076 0.098 0.145 | -| p3770_s | 0.020 -0.162 -0.006 0.004 -0.008 -0.027 0.163 0.057 0.103 0.002 -0.001 -0.155 -0.155 0.153 -0.163 -0.162 0.162 -0.006 0.075 0.107 0.076 1.000 0.035 0.051 | -| omega_p | 0.026 -0.211 -0.007 0.005 -0.010 -0.036 0.212 0.074 0.135 0.002 -0.001 -0.201 -0.201 0.198 -0.212 -0.211 0.211 -0.008 0.097 0.140 0.098 0.035 1.000 0.064 | -| rho_p | 0.039 -0.311 -0.012 0.007 -0.015 -0.053 0.313 0.110 0.199 0.003 -0.002 -0.297 -0.297 0.293 -0.313 -0.311 0.312 -0.012 0.144 0.206 0.145 0.051 0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0008447423953366062}), (, {'error': 0.013760642091303898}), (, {'error': 0.0019401446594873306}), (, {'error': 0.007124549608719111}), (, {'error': 0.0011259689439941795}), (, {'error': 0.0020906717510893458}), (, {'error': 6.969254601812086}), (, {'error': 0.004646655653281484}), (, {'error': 0.005457505144697006}), (, {'error': 0.00383662807186802}), (, {'error': 0.0012539729679001965}), (, {'error': 0.05870021088260913}), (, {'error': 0.014167629290937178}), (, {'error': 0.010399886380060508}), (, {'error': 0.4938192452501857}), (, {'error': 0.005790311593598885}), (, {'error': 0.027960515335551328}), (, {'error': 0.016261436824199116}), (, {'error': 0.00022494218396507115}), (, {'error': 0.0006612636403383609}), (, {'error': 0.0031542776293267405}), (, {'error': 0.002286152238103245}), (, {'error': 0.014885805099626115}), (, {'error': 0.014767436295489045})]) -Toy 14/25 -Time taken: 1 h, 15 min -Projected time left: 58 min, 51 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1473 (1473 total) | -| EDM = 0.00462 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297088.40850209875 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.06 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -1.021 | 0.011 | | | -2 | 2 | | -| 2 | rho_s | 0.87 | 0.23 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 9.4 | 1.1 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.80 | 0.14 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 0.98 | 0.16 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -6 | 13 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.33 | 0.13 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 4.20 | 0.22 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.20 | 0.18 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.38 | 0.06 | | | -2 | 2 | | -| 13| psi2s_p | 1.80 | 0.07 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 1.85 | 0.30 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.551 | 0.006 | | | -2 | 2 | | -| 16| jpsi_p | -4.61 | 0.09 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.25 | 0.06 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.61 | 0.18 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.7 | 0.6 | | |0.918861 | 4.08114 | | -| 22| omega_p | -5.70 | 0.16 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.139 -0.034 0.002 -0.295 -0.263 0.534 -0.287 0.552 0.015 0.059 0.522 -0.271 0.491 0.463 0.110 0.520 0.508 -0.283 0.055 0.447 0.510 0.023 0.069 | -| bplus_1 | 0.139 1.000 -0.025 0.001 -0.056 -0.016 0.292 -0.051 0.266 0.004 0.042 0.291 -0.302 0.285 0.091 -0.227 0.300 0.260 0.019 0.033 0.233 0.291 0.018 0.086 | -| rho_s | -0.034 -0.025 1.000 -0.008 0.013 0.022 -0.048 0.010 -0.047 -0.016 -0.012 -0.045 -0.024 -0.045 -0.052 0.022 -0.049 -0.047 0.027 -0.005 -0.039 -0.048 0.426 0.079 | -| omega_s | 0.002 0.001 -0.008 1.000 -0.001 -0.001 0.004 -0.001 0.003 0.001 -0.002 0.003 -0.002 0.003 0.003 0.000 0.003 0.003 -0.002 0.000 0.003 0.003 0.055 0.002 | -| p4040_s | -0.295 -0.056 0.013 -0.001 1.000 0.209 -0.379 0.062 -0.455 -0.021 -0.038 -0.376 0.247 -0.363 -0.256 -0.029 -0.372 -0.389 0.127 -0.044 -0.220 -0.336 -0.011 -0.018 | -| p4415_s | -0.263 -0.016 0.022 -0.001 0.209 1.000 -0.384 0.316 -0.361 -0.017 -0.041 -0.381 0.193 -0.363 -0.264 0.003 -0.384 -0.332 0.173 -0.042 -0.239 -0.365 -0.013 -0.034 | -| Dbar_p | 0.534 0.292 -0.048 0.004 -0.379 -0.384 1.000 -0.376 0.952 0.039 0.106 0.964 -0.645 0.944 0.842 0.222 0.978 0.906 -0.418 0.110 0.845 0.953 0.037 0.093 | -| p4160_s | -0.287 -0.051 0.010 -0.001 0.062 0.316 -0.376 1.000 -0.382 -0.024 -0.037 -0.365 0.284 -0.373 -0.265 -0.020 -0.375 -0.239 0.116 -0.043 -0.243 -0.353 -0.010 -0.012 | -| p4160_p | 0.552 0.266 -0.047 0.003 -0.455 -0.361 0.952 -0.382 1.000 0.036 0.101 0.926 -0.599 0.893 0.777 0.202 0.932 0.866 -0.425 0.102 0.769 0.906 0.036 0.091 | -| phi_s | 0.015 0.004 -0.016 0.001 -0.021 -0.017 0.039 -0.024 0.036 1.000 0.542 0.037 -0.061 0.036 0.033 -0.003 0.033 0.033 -0.021 0.004 0.032 0.034 0.006 0.091 | -| phi_p | 0.059 0.042 -0.012 -0.002 -0.038 -0.041 0.106 -0.037 0.101 0.542 1.000 0.101 -0.046 0.100 0.092 0.036 0.103 0.097 -0.048 0.011 0.086 0.102 0.030 0.082 | -| p3770_p | 0.522 0.291 -0.045 0.003 -0.376 -0.381 0.964 -0.365 0.926 0.037 0.101 1.000 -0.614 0.910 0.788 0.226 0.941 0.883 -0.377 0.105 0.806 0.902 0.036 0.087 | -| bplus_2 | -0.271 -0.302 -0.024 -0.002 0.247 0.193 -0.645 0.284 -0.599 -0.061 -0.046 -0.614 1.000 -0.616 -0.542 -0.261 -0.636 -0.569 0.354 -0.070 -0.387 -0.610 -0.005 0.079 | -| psi2s_p | 0.491 0.285 -0.045 0.003 -0.363 -0.363 0.944 -0.373 0.893 0.036 0.100 0.910 -0.616 1.000 0.797 0.219 0.926 0.837 -0.421 0.102 0.824 0.871 0.035 0.090 | -| DDstar_p | 0.463 0.091 -0.052 0.003 -0.256 -0.264 0.842 -0.265 0.777 0.033 0.092 0.788 -0.542 0.797 1.000 0.043 0.824 0.751 -0.259 0.095 0.685 0.791 0.030 0.080 | -| bplus_0 | 0.110 -0.227 0.022 0.000 -0.029 0.003 0.222 -0.020 0.202 -0.003 0.036 0.226 -0.261 0.219 0.043 1.000 0.232 0.200 0.046 0.025 0.184 0.226 0.026 0.095 | -| jpsi_p | 0.520 0.300 -0.049 0.003 -0.372 -0.384 0.978 -0.375 0.932 0.033 0.103 0.941 -0.636 0.926 0.824 0.232 1.000 0.885 -0.424 0.105 0.803 0.934 0.037 0.097 | -| p4040_p | 0.508 0.260 -0.047 0.003 -0.389 -0.332 0.906 -0.239 0.866 0.033 0.097 0.883 -0.569 0.837 0.751 0.200 0.885 1.000 -0.428 0.097 0.732 0.857 0.035 0.090 | -| Dbar_s | -0.283 0.019 0.027 -0.002 0.127 0.173 -0.418 0.116 -0.425 -0.021 -0.048 -0.377 0.354 -0.421 -0.259 0.046 -0.424 -0.428 1.000 -0.049 -0.440 -0.431 -0.013 -0.033 | -| DDstar_s | 0.055 0.033 -0.005 0.000 -0.044 -0.042 0.110 -0.043 0.102 0.004 0.011 0.105 -0.070 0.102 0.095 0.025 0.105 0.097 -0.049 1.000 0.092 0.103 0.004 0.010 | -| Ctt | 0.447 0.233 -0.039 0.003 -0.220 -0.239 0.845 -0.243 0.769 0.032 0.086 0.806 -0.387 0.824 0.685 0.184 0.803 0.732 -0.440 0.092 1.000 0.791 0.031 0.076 | -| p3770_s | 0.510 0.291 -0.048 0.003 -0.336 -0.365 0.953 -0.353 0.906 0.034 0.102 0.902 -0.610 0.871 0.791 0.226 0.934 0.857 -0.431 0.103 0.791 1.000 0.036 0.094 | -| omega_p | 0.023 0.018 0.426 0.055 -0.011 -0.013 0.037 -0.010 0.036 0.006 0.030 0.036 -0.005 0.035 0.030 0.026 0.037 0.035 -0.013 0.004 0.031 0.036 1.000 0.065 | -| rho_p | 0.069 0.086 0.079 0.002 -0.018 -0.034 0.093 -0.012 0.091 0.091 0.082 0.087 0.079 0.090 0.080 0.095 0.097 0.090 -0.033 0.010 0.076 0.094 0.065 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.1987660536456879}), (, {'error': 0.011054732101815512}), (, {'error': 0.2270070193119506}), (, {'error': 1.1158227683439836}), (, {'error': 0.13666632591767763}), (, {'error': 0.16004116597025203}), (, {'error': 12.547625026692998}), (, {'error': 0.1325951189485024}), (, {'error': 0.22442575088092642}), (, {'error': 0.8052361987725334}), (, {'error': 0.182166430374183}), (, {'error': 0.3290132397107639}), (, {'error': 0.06236147009274129}), (, {'error': 0.07424260838733954}), (, {'error': 0.3048120024785539}), (, {'error': 0.0057908423884118765}), (, {'error': 0.09056963574730004}), (, {'error': 0.406530853518281}), (, {'error': 0.05789798724173656}), (, {'error': 0.08860000997272113}), (, {'error': 0.18223151371465712}), (, {'error': 0.5579516075019035}), (, {'error': 0.15564274670926803}), (, {'error': 0.3583214492753961})]) -Toy 15/25 -Time taken: 1 h, 21 min -Projected time left: 54 min, 10 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1345 (1345 total) | -| EDM = 7.8E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297580.19185980345 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.10 | 0.22 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.781 | 0.031 | | | -2 | 2 | | -| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 0.90 | 0.18 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -0.36 | 0.25 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.717 | 0.031 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 0.76 | 0.17 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 4.05 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.38 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.96 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -0.29 | 0.25 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.419 | 0.016 | | | -2 | 2 | | -| 16| jpsi_p | 4.72 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.08 | 0.17 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.011 | | | -0.3 | 0.3 | | -| 20| Ctt | -1.33 | 0.24 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.15 | 0.25 | | |0.918861 | 4.08114 | | -| 22| omega_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 4.9 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.106 -0.046 0.004 -0.201 -0.005 -0.016 0.018 0.005 -0.031 -0.018 0.102 0.159 -0.072 0.100 0.017 0.052 -0.038 0.007 0.009 -0.079 0.056 0.001 0.038 | -| bplus_1 | -0.106 1.000 -0.194 0.107 -0.007 0.027 0.116 0.002 -0.000 0.006 -0.036 0.057 -0.176 0.090 0.128 -0.899 0.044 0.065 -0.014 -0.022 -0.175 0.101 -0.006 -0.161 | -| rho_s | -0.046 -0.194 1.000 -0.464 -0.029 -0.048 -0.020 0.001 0.001 0.139 0.278 0.027 -0.248 -0.004 0.006 0.211 0.062 -0.036 -0.002 -0.003 -0.096 0.005 -0.021 -0.102 | -| omega_s | 0.004 0.107 -0.464 1.000 -0.003 -0.003 -0.009 -0.000 -0.000 -0.034 -0.114 -0.008 0.024 -0.006 -0.009 -0.116 -0.023 -0.002 0.000 0.001 -0.002 -0.005 -0.176 -0.130 | -| p4040_s | -0.201 -0.007 -0.029 -0.003 1.000 0.034 -0.039 -0.031 0.007 -0.018 -0.010 -0.226 0.236 0.113 -0.100 -0.017 0.042 -0.244 0.000 0.002 0.465 -0.101 0.001 0.044 | -| p4415_s | -0.005 0.027 -0.048 -0.003 0.034 1.000 -0.010 0.006 -0.003 -0.038 -0.022 -0.056 0.192 -0.035 -0.008 0.007 0.031 0.066 0.007 0.009 0.276 -0.067 0.001 0.073 | -| Dbar_p | -0.016 0.116 -0.020 -0.009 -0.039 -0.010 1.000 0.012 0.002 -0.024 -0.006 0.390 0.005 0.167 -0.076 0.036 0.396 0.049 0.007 0.001 -0.072 0.187 0.001 0.060 | -| p4160_s | 0.018 0.002 0.001 -0.000 -0.031 0.006 0.012 1.000 -0.004 -0.000 0.000 0.025 -0.014 -0.003 0.025 0.003 0.009 -0.012 0.001 0.001 -0.035 0.019 -0.000 -0.001 | -| p4160_p | 0.005 -0.000 0.001 -0.000 0.007 -0.003 0.002 -0.004 1.000 0.001 0.000 0.001 -0.003 0.003 0.001 -0.000 0.001 -0.001 -0.000 -0.000 -0.002 0.001 -0.000 -0.001 | -| phi_s | -0.031 0.006 0.139 -0.034 -0.018 -0.038 -0.024 -0.000 0.001 1.000 0.615 0.008 -0.143 -0.012 -0.004 -0.017 0.022 -0.037 -0.001 -0.001 -0.054 -0.013 -0.005 -0.136 | -| phi_p | -0.018 -0.036 0.278 -0.114 -0.010 -0.022 -0.006 0.000 0.000 0.615 1.000 0.011 -0.091 -0.006 0.006 0.030 0.020 -0.021 -0.000 -0.000 -0.028 -0.005 0.003 -0.137 | -| p3770_p | 0.102 0.057 0.027 -0.008 -0.226 -0.056 0.390 0.025 0.001 0.008 0.011 1.000 -0.118 0.185 0.201 0.031 0.182 0.151 -0.000 -0.003 -0.196 -0.006 -0.000 -0.007 | -| bplus_2 | 0.159 -0.176 -0.248 0.024 0.236 0.192 0.005 -0.014 -0.003 -0.143 -0.091 -0.118 1.000 0.000 -0.047 -0.114 0.201 -0.027 0.014 0.016 0.813 -0.256 0.003 0.212 | -| psi2s_p | -0.072 0.090 -0.004 -0.006 0.113 -0.035 0.167 -0.003 0.003 -0.012 -0.006 0.185 0.000 1.000 0.162 -0.007 0.120 -0.191 0.017 0.012 0.120 -0.401 0.001 0.028 | -| DDstar_p | 0.100 0.128 0.006 -0.009 -0.100 -0.008 -0.076 0.025 0.001 -0.004 0.006 0.201 -0.047 0.162 1.000 0.012 0.376 0.206 -0.002 0.007 -0.023 0.218 0.000 0.028 | -| bplus_0 | 0.017 -0.899 0.211 -0.116 -0.017 0.007 0.036 0.003 -0.000 -0.017 0.030 0.031 -0.114 -0.007 0.012 1.000 -0.066 0.031 0.000 0.001 -0.056 0.059 0.007 0.202 | -| jpsi_p | 0.052 0.044 0.062 -0.023 0.042 0.031 0.396 0.009 0.001 0.022 0.020 0.182 0.201 0.120 0.376 -0.066 1.000 0.032 0.015 0.012 0.282 0.049 0.001 -0.022 | -| p4040_p | -0.038 0.065 -0.036 -0.002 -0.244 0.066 0.049 -0.012 -0.001 -0.037 -0.021 0.151 -0.027 -0.191 0.206 0.031 0.032 1.000 0.016 0.015 -0.145 0.177 0.001 0.055 | -| Dbar_s | 0.007 -0.014 -0.002 0.000 0.000 0.007 0.007 0.001 -0.000 -0.001 -0.000 -0.000 0.014 0.017 -0.002 0.000 0.015 0.016 1.000 -0.000 0.024 0.010 -0.000 -0.000 | -| DDstar_s | 0.009 -0.022 -0.003 0.001 0.002 0.009 0.001 0.001 -0.000 -0.001 -0.000 -0.003 0.016 0.012 0.007 0.001 0.012 0.015 -0.000 1.000 0.008 0.001 -0.000 -0.001 | -| Ctt | -0.079 -0.175 -0.096 -0.002 0.465 0.276 -0.072 -0.035 -0.002 -0.054 -0.028 -0.196 0.813 0.120 -0.023 -0.056 0.282 -0.145 0.024 0.008 1.000 -0.426 0.002 0.111 | -| p3770_s | 0.056 0.101 0.005 -0.005 -0.101 -0.067 0.187 0.019 0.001 -0.013 -0.005 -0.006 -0.256 -0.401 0.218 0.059 0.049 0.177 0.010 0.001 -0.426 1.000 0.000 0.014 | -| omega_p | 0.001 -0.006 -0.021 -0.176 0.001 0.001 0.001 -0.000 -0.000 -0.005 0.003 -0.000 0.003 0.001 0.000 0.007 0.001 0.001 -0.000 -0.000 0.002 0.000 1.000 0.050 | -| rho_p | 0.038 -0.161 -0.102 -0.130 0.044 0.073 0.060 -0.001 -0.001 -0.136 -0.137 -0.007 0.212 0.028 0.028 0.202 -0.022 0.055 -0.000 -0.001 0.111 0.014 0.050 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2176584251372251}), (, {'error': 0.030780568753467685}), (, {'error': 0.319724312028955}), (, {'error': 0.927866930466418}), (, {'error': 0.17248547962742833}), (, {'error': 0.1792297853757137}), (, {'error': 0.2519982013568369}), (, {'error': 0.03104256033651659}), (, {'error': 0.009977334433595608}), (, {'error': 1.0553569972143606}), (, {'error': 0.17010499292539594}), (, {'error': 0.10667873999355137}), (, {'error': 0.08410488235371816}), (, {'error': 0.03259128416150592}), (, {'error': 0.25197451879328225}), (, {'error': 0.01634750323493228}), (, {'error': 0.03213794180495988}), (, {'error': 0.17487641024626654}), (, {'error': 0.011611106876493249}), (, {'error': 0.0105619340449995}), (, {'error': 0.2387893124628504}), (, {'error': 0.24907775987367398}), (, {'error': 0.1759366874824959}), (, {'error': 0.48800236237943473})]) -Toy 16/25 -Time taken: 1 h, 27 min -Projected time left: 48 min, 54 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1740 (1740 total) | -| EDM = 7.81E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297201.7396248531 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -1.96 | 0.14 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.78 | 0.05 | | | -2 | 2 | | -| 2 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 8.8 | 1.3 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.12 | 0.15 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.52 | 0.18 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -4.53 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.47 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -1.87 | 0.08 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.44 | 0.20 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.55 | 0.08 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.33 | 0.09 | | | -2 | 2 | | -| 13| psi2s_p | 1.864 | 0.030 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 4.27 | 0.28 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 16| jpsi_p | -1.655 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -1.94 | 0.16 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.94 | 0.19 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.57 | 0.22 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.79 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.156 -0.138 -0.001 -0.120 -0.127 -0.105 -0.130 0.310 -0.001 -0.006 0.056 -0.282 -0.045 -0.222 0.234 0.077 0.190 0.012 0.015 0.036 0.001 -0.046 0.055 | -| bplus_1 | -0.156 1.000 0.476 -0.008 0.006 0.109 0.124 -0.026 -0.093 -0.043 0.022 -0.039 0.648 0.007 0.272 -0.953 -0.256 -0.031 0.009 0.028 -0.405 0.025 0.164 -0.112 | -| rho_s | -0.138 0.476 1.000 0.021 -0.009 0.093 0.128 -0.017 -0.093 -0.033 0.005 -0.001 0.422 -0.009 0.249 -0.513 -0.129 -0.044 0.008 0.028 -0.242 0.003 0.437 0.031 | -| omega_s | -0.001 -0.008 0.021 1.000 -0.004 -0.003 -0.005 -0.004 -0.000 0.006 -0.037 -0.003 0.003 -0.003 -0.007 0.010 -0.008 -0.001 0.000 -0.000 0.001 -0.005 0.713 0.034 | -| p4040_s | -0.120 0.006 -0.009 -0.004 1.000 0.155 -0.115 0.115 -0.406 -0.018 0.001 -0.072 -0.051 -0.066 -0.155 -0.007 -0.010 -0.123 -0.002 -0.003 0.200 0.091 -0.000 0.039 | -| p4415_s | -0.127 0.109 0.093 -0.003 0.155 1.000 0.041 0.272 -0.035 -0.018 0.004 -0.056 0.145 0.010 -0.013 -0.175 -0.042 -0.022 0.000 -0.002 0.118 0.021 0.034 -0.002 | -| Dbar_p | -0.105 0.124 0.128 -0.005 -0.115 0.041 1.000 -0.070 -0.035 -0.027 0.006 0.259 0.129 -0.045 -0.169 -0.226 0.141 -0.062 0.030 -0.010 -0.342 -0.085 0.047 0.005 | -| p4160_s | -0.130 -0.026 -0.017 -0.004 0.115 0.272 -0.070 1.000 -0.089 -0.022 -0.000 -0.030 -0.096 -0.063 -0.100 0.012 0.001 0.285 -0.002 -0.002 0.193 0.022 -0.002 0.048 | -| p4160_p | 0.310 -0.093 -0.093 -0.000 -0.406 -0.035 -0.035 -0.089 1.000 0.009 -0.005 0.132 -0.126 -0.082 -0.118 0.160 0.012 0.270 0.035 0.046 -0.237 -0.038 -0.034 0.012 | -| phi_s | -0.001 -0.043 -0.033 0.006 -0.018 -0.018 -0.027 -0.022 0.009 1.000 0.617 -0.005 0.020 0.000 -0.028 0.049 0.025 0.004 -0.001 -0.003 -0.005 -0.014 -0.014 0.118 | -| phi_p | -0.006 0.022 0.005 -0.037 0.001 0.004 0.006 -0.000 -0.005 0.617 1.000 -0.005 0.015 -0.002 0.007 -0.027 -0.026 -0.003 0.001 0.002 -0.017 -0.000 -0.015 0.094 | -| p3770_p | 0.056 -0.039 -0.001 -0.003 -0.072 -0.056 0.259 -0.030 0.132 -0.005 -0.005 1.000 -0.020 -0.019 0.022 0.014 0.005 0.132 0.060 0.043 -0.141 -0.317 -0.002 -0.007 | -| bplus_2 | -0.282 0.648 0.422 0.003 -0.051 0.145 0.129 -0.096 -0.126 0.020 0.015 -0.020 1.000 -0.002 0.367 -0.759 -0.315 -0.038 0.011 0.039 -0.681 0.033 0.134 -0.223 | -| psi2s_p | -0.045 0.007 -0.009 -0.003 -0.066 0.010 -0.045 -0.063 -0.082 0.000 -0.002 -0.019 -0.002 1.000 -0.163 0.013 -0.007 -0.145 0.034 0.022 0.150 -0.356 -0.006 -0.002 | -| DDstar_p | -0.222 0.272 0.249 -0.007 -0.155 -0.013 -0.169 -0.100 -0.118 -0.028 0.007 0.022 0.367 -0.163 1.000 -0.430 -0.272 -0.026 0.015 0.048 -0.119 -0.030 0.084 -0.043 | -| bplus_0 | 0.234 -0.953 -0.513 0.010 -0.007 -0.175 -0.226 0.012 0.160 0.049 -0.027 0.014 -0.759 0.013 -0.430 1.000 0.319 0.071 -0.016 -0.047 0.468 -0.030 -0.176 0.095 | -| jpsi_p | 0.077 -0.256 -0.129 -0.008 -0.010 -0.042 0.141 0.001 0.012 0.025 -0.026 0.005 -0.315 -0.007 -0.272 0.319 1.000 -0.045 0.057 0.045 0.314 -0.046 -0.060 -0.053 | -| p4040_p | 0.190 -0.031 -0.044 -0.001 -0.123 -0.022 -0.062 0.285 0.270 0.004 -0.003 0.132 -0.038 -0.145 -0.026 0.071 -0.045 1.000 0.027 0.032 -0.251 -0.097 -0.017 0.004 | -| Dbar_s | 0.012 0.009 0.008 0.000 -0.002 0.000 0.030 -0.002 0.035 -0.001 0.001 0.060 0.011 0.034 0.015 -0.016 0.057 0.027 1.000 -0.003 -0.007 0.035 0.004 0.001 | -| DDstar_s | 0.015 0.028 0.028 -0.000 -0.003 -0.002 -0.010 -0.002 0.046 -0.003 0.002 0.043 0.039 0.022 0.048 -0.047 0.045 0.032 -0.003 1.000 -0.017 0.033 0.010 -0.004 | -| Ctt | 0.036 -0.405 -0.242 0.001 0.200 0.118 -0.342 0.193 -0.237 -0.005 -0.017 -0.141 -0.681 0.150 -0.119 0.468 0.314 -0.251 -0.007 -0.017 1.000 -0.105 -0.077 0.091 | -| p3770_s | 0.001 0.025 0.003 -0.005 0.091 0.021 -0.085 0.022 -0.038 -0.014 -0.000 -0.317 0.033 -0.356 -0.030 -0.030 -0.046 -0.097 0.035 0.033 -0.105 1.000 0.001 0.018 | -| omega_p | -0.046 0.164 0.437 0.713 -0.000 0.034 0.047 -0.002 -0.034 -0.014 -0.015 -0.002 0.134 -0.006 0.084 -0.176 -0.060 -0.017 0.004 0.010 -0.077 0.001 1.000 0.049 | -| rho_p | 0.055 -0.112 0.031 0.034 0.039 -0.002 0.005 0.048 0.012 0.118 0.094 -0.007 -0.223 -0.002 -0.043 0.095 -0.053 0.004 0.001 -0.004 0.091 0.018 0.049 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.13872564645579422}), (, {'error': 0.04828021567619545}), (, {'error': 0.3491447870896448}), (, {'error': 1.3388821261999144}), (, {'error': 0.15222991961286775}), (, {'error': 0.17966214022844085}), (, {'error': 0.2904331191163343}), (, {'error': 0.15390482620731727}), (, {'error': 0.0841080314928484}), (, {'error': 1.0033257290488091}), (, {'error': 0.20490060626755557}), (, {'error': 0.08359023868591198}), (, {'error': 0.0937409414194279}), (, {'error': 0.029700015293054882}), (, {'error': 0.28431567335844043}), (, {'error': 0.03271851577907692}), (, {'error': 0.024139824242614072}), (, {'error': 0.15887826304516484}), (, {'error': 0.02469028623159386}), (, {'error': 0.030350950204272087}), (, {'error': 0.18763351101404274}), (, {'error': 0.2175185908877566}), (, {'error': 0.2773303406115861}), (, {'error': 0.3989383934780193})]) -Toy 17/25 -Time taken: 1 h, 33 min -Projected time left: 44 min -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1359 (1359 total) | -| EDM = 3.43E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297188.2121440793 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.02 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.75 | 0.06 | | | -2 | 2 | | -| 2 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.04 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.47 | 0.20 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.35 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.08 | 0.09 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 21.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 0.64 | 0.17 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.81 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.27 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.879 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 16| jpsi_p | 4.663 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 4.10 | 0.18 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.62 | 0.21 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.09 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.125 0.024 0.005 -0.163 -0.146 -0.045 -0.141 0.275 -0.036 -0.004 0.036 -0.211 -0.088 -0.121 -0.056 -0.018 0.156 0.020 0.036 0.004 -0.019 0.015 0.003 | -| bplus_1 | 0.125 1.000 0.381 -0.026 0.064 -0.091 -0.093 0.027 0.021 -0.156 -0.045 -0.145 -0.141 0.018 -0.243 -0.922 -0.118 0.030 -0.003 -0.015 0.110 -0.044 0.176 -0.062 | -| rho_s | 0.024 0.381 1.000 -0.076 0.041 0.028 0.054 0.045 -0.003 -0.143 -0.066 -0.006 -0.009 0.017 0.090 -0.455 -0.046 0.006 -0.001 0.002 0.024 0.022 0.483 -0.092 | -| omega_s | 0.005 -0.026 -0.076 1.000 0.002 -0.001 -0.002 0.003 0.003 -0.002 0.054 0.001 -0.020 0.003 -0.005 0.030 0.016 0.003 -0.000 -0.001 0.006 0.004 -0.737 -0.004 | -| p4040_s | -0.163 0.064 0.041 0.002 1.000 0.207 -0.103 0.156 -0.534 -0.039 -0.004 -0.159 -0.134 -0.023 -0.151 -0.062 -0.031 -0.216 -0.003 -0.002 0.352 0.083 0.024 0.001 | -| p4415_s | -0.146 -0.091 0.028 -0.001 0.207 1.000 0.049 0.332 -0.083 -0.012 -0.002 -0.057 0.102 0.041 0.013 -0.012 0.002 -0.025 -0.004 -0.003 0.193 0.025 0.014 -0.003 | -| Dbar_p | -0.045 -0.093 0.054 -0.002 -0.103 0.049 1.000 -0.061 0.070 -0.022 0.001 0.363 0.071 0.049 -0.146 -0.036 0.321 -0.007 0.028 -0.004 -0.321 0.022 0.027 -0.005 | -| p4160_s | -0.141 0.027 0.045 0.003 0.156 0.332 -0.061 1.000 -0.188 -0.045 -0.003 -0.071 -0.148 -0.046 -0.067 -0.051 -0.017 0.262 -0.001 0.002 0.290 0.016 0.027 0.002 | -| p4160_p | 0.275 0.021 -0.003 0.003 -0.534 -0.083 0.070 -0.188 1.000 -0.003 -0.003 0.208 0.018 -0.148 0.080 -0.007 -0.025 0.254 0.039 0.062 -0.363 -0.015 -0.004 0.000 | -| phi_s | -0.036 -0.156 -0.143 -0.002 -0.039 -0.012 -0.022 -0.045 -0.003 1.000 0.556 0.010 0.099 -0.013 -0.016 0.178 0.030 -0.010 0.001 0.001 -0.047 -0.023 -0.049 0.004 | -| phi_p | -0.004 -0.045 -0.066 0.054 -0.004 -0.002 0.001 -0.003 -0.003 0.556 1.000 0.003 -0.008 -0.004 -0.007 0.054 -0.001 -0.004 0.001 0.001 0.008 -0.005 -0.054 -0.022 | -| p3770_p | 0.036 -0.145 -0.006 0.001 -0.159 -0.057 0.363 -0.071 0.208 0.010 0.003 1.000 0.090 0.034 0.190 0.055 0.101 0.182 0.036 0.035 -0.249 -0.170 -0.005 -0.001 | -| bplus_2 | -0.211 -0.141 -0.009 -0.020 -0.134 0.102 0.071 -0.148 0.018 0.099 -0.008 0.090 1.000 -0.037 0.265 -0.080 -0.167 0.036 0.003 0.013 -0.683 0.084 -0.028 -0.031 | -| psi2s_p | -0.088 0.018 0.017 0.003 -0.023 0.041 0.049 -0.046 -0.148 -0.013 -0.004 0.034 -0.037 1.000 -0.073 -0.024 0.006 -0.212 0.036 0.032 0.202 -0.462 0.006 -0.002 | -| DDstar_p | -0.121 -0.243 0.090 -0.005 -0.151 0.013 -0.146 -0.067 0.080 -0.016 -0.007 0.190 0.265 -0.073 1.000 -0.040 0.025 0.054 0.008 0.058 -0.057 0.114 0.037 -0.015 | -| bplus_0 | -0.056 -0.922 -0.455 0.030 -0.062 -0.012 -0.036 -0.051 -0.007 0.178 0.054 0.055 -0.080 -0.024 -0.040 1.000 0.123 -0.025 0.002 0.003 0.004 -0.023 -0.208 0.072 | -| jpsi_p | -0.018 -0.118 -0.046 0.016 -0.031 0.002 0.321 -0.017 -0.025 0.030 -0.001 0.101 -0.167 0.006 0.025 0.123 1.000 -0.076 0.056 0.073 0.198 -0.040 -0.039 -0.002 | -| p4040_p | 0.156 0.030 0.006 0.003 -0.216 -0.025 -0.007 0.262 0.254 -0.010 -0.004 0.182 0.036 -0.212 0.054 -0.025 -0.076 1.000 0.030 0.039 -0.295 -0.056 0.001 -0.000 | -| Dbar_s | 0.020 -0.003 -0.001 -0.000 -0.003 -0.004 0.028 -0.001 0.039 0.001 0.001 0.036 0.003 0.036 0.008 0.002 0.056 0.030 1.000 -0.002 0.003 0.038 -0.000 0.000 | -| DDstar_s | 0.036 -0.015 0.002 -0.001 -0.002 -0.003 -0.004 0.002 0.062 0.001 0.001 0.035 0.013 0.032 0.058 0.003 0.073 0.039 -0.002 1.000 -0.013 0.040 0.001 -0.000 | -| Ctt | 0.004 0.110 0.024 0.006 0.352 0.193 -0.321 0.290 -0.363 -0.047 0.008 -0.249 -0.683 0.202 -0.057 0.004 0.198 -0.295 0.003 -0.013 1.000 -0.166 0.024 0.009 | -| p3770_s | -0.019 -0.044 0.022 0.004 0.083 0.025 0.022 0.016 -0.015 -0.023 -0.005 -0.170 0.084 -0.462 0.114 -0.023 -0.040 -0.056 0.038 0.040 -0.166 1.000 0.010 -0.000 | -| omega_p | 0.015 0.176 0.483 -0.737 0.024 0.014 0.027 0.027 -0.004 -0.049 -0.054 -0.005 -0.028 0.006 0.037 -0.208 -0.039 0.001 -0.000 0.001 0.024 0.010 1.000 -0.064 | -| rho_p | 0.003 -0.062 -0.092 -0.004 0.001 -0.003 -0.005 0.002 0.000 0.004 -0.022 -0.001 -0.031 -0.002 -0.015 0.072 -0.002 -0.000 0.000 -0.000 0.009 -0.000 -0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.14523534524296178}), (, {'error': 0.06085355021945027}), (, {'error': 0.4202396505176561}), (, {'error': 4.561609999487714}), (, {'error': 0.17429871854938617}), (, {'error': 0.19874214014071734}), (, {'error': 0.3408108626430941}), (, {'error': 0.17475601370716287}), (, {'error': 0.09459093118181627}), (, {'error': 1.0630982371039845}), (, {'error': 0.16544385661862782}), (, {'error': 0.1084657493989658}), (, {'error': 0.08089603765032183}), (, {'error': 0.030910066202981312}), (, {'error': 0.3536286710438601}), (, {'error': 0.03227222081847314}), (, {'error': 0.024909970581103558}), (, {'error': 0.18111097352095218}), (, {'error': 0.024240451045206807}), (, {'error': 0.03251824793136662}), (, {'error': 0.20658213028198158}), (, {'error': 0.23281737357019194}), (, {'error': 0.33108901852243466}), (, {'error': 0.1606318623210936})]) -Toy 18/25 -Time taken: 1 h, 39 min -Projected time left: 38 min, 44 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1325 (1325 total) | -| EDM = 0.000131 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297260.53394087503 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.33 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.97 | 0.07 | | | -2 | 2 | | -| 2 | rho_s | 1.8 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 6.6 | 1.0 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -0.006 | 0.608 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.34 | 0.16 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.04 | 0.13 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 6.15 | 0.25 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.91 | 0.11 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.05 | 0.09 | | | -2 | 2 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -3.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.47 | 0.03 | | | -2 | 2 | | -| 16| jpsi_p | 1.63 | 0.03 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 4.03 | 0.23 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.06 | 0.18 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.22 | 0.25 | | |0.918861 | 4.08114 | | -| 22| omega_p | -0.04 | 0.29 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.054 -0.002 -0.006 -0.171 -0.156 0.035 -0.140 0.532 -0.012 0.002 0.223 -0.090 0.081 -0.415 -0.013 0.318 0.353 -0.023 -0.067 -0.200 0.148 0.004 0.003 | -| bplus_1 | 0.054 1.000 0.294 -0.122 0.019 -0.028 -0.009 0.013 0.004 -0.068 0.029 -0.053 -0.221 -0.004 0.015 -0.969 0.033 0.008 -0.034 -0.043 0.072 -0.021 -0.051 -0.027 | -| rho_s | -0.002 0.294 1.000 -0.372 0.034 0.031 -0.020 0.027 -0.013 0.000 0.033 -0.014 -0.022 0.016 0.006 -0.317 0.035 -0.005 0.021 0.027 0.016 0.011 -0.092 -0.002 | -| omega_s | -0.006 -0.122 -0.372 1.000 -0.027 -0.019 0.006 -0.027 0.010 0.013 -0.042 0.006 0.079 -0.008 -0.007 0.127 -0.017 0.003 -0.011 -0.010 -0.043 -0.010 0.515 0.059 | -| p4040_s | -0.171 0.019 0.034 -0.027 1.000 0.160 0.183 0.100 -0.363 -0.028 0.002 -0.108 -0.048 -0.061 -0.165 -0.075 -0.043 -0.181 -0.020 -0.062 0.232 0.062 -0.002 0.003 | -| p4415_s | -0.156 -0.028 0.031 -0.019 0.160 1.000 0.062 0.291 -0.067 -0.016 0.002 -0.078 0.040 -0.012 0.002 -0.054 -0.092 -0.029 0.009 -0.017 0.222 -0.010 -0.004 0.000 | -| Dbar_p | 0.035 -0.009 -0.020 0.006 0.183 0.062 1.000 0.136 -0.170 0.001 -0.007 -0.508 -0.142 -0.244 -0.617 0.056 -0.322 -0.233 0.180 -0.051 -0.089 -0.331 -0.001 0.001 | -| p4160_s | -0.140 0.013 0.027 -0.027 0.100 0.291 0.136 1.000 -0.060 -0.032 0.001 -0.033 -0.094 -0.061 -0.150 -0.058 -0.036 0.271 -0.011 -0.040 0.171 0.008 -0.000 0.005 | -| p4160_p | 0.532 0.004 -0.013 0.010 -0.363 -0.067 -0.170 -0.060 1.000 0.009 0.003 0.392 0.095 0.162 -0.404 0.014 0.507 0.497 -0.023 -0.025 -0.366 0.243 0.004 -0.001 | -| phi_s | -0.012 -0.068 0.000 0.013 -0.028 -0.016 0.001 -0.032 0.009 1.000 0.658 0.002 0.117 -0.007 -0.008 0.067 -0.016 0.002 -0.007 -0.004 -0.059 -0.013 0.039 0.015 | -| phi_p | 0.002 0.029 0.033 -0.042 0.002 0.002 -0.007 0.001 0.003 0.658 1.000 0.000 0.004 0.002 -0.003 -0.033 -0.000 0.002 0.000 0.001 -0.004 0.004 0.021 0.012 | -| p3770_p | 0.223 -0.053 -0.014 0.006 -0.108 -0.078 -0.508 -0.033 0.392 0.002 0.000 1.000 0.063 0.281 0.043 0.035 0.358 0.369 0.008 0.057 -0.035 0.062 0.003 0.000 | -| bplus_2 | -0.090 -0.221 -0.022 0.079 -0.048 0.040 -0.142 -0.094 0.095 0.117 0.004 0.063 1.000 0.044 -0.029 0.061 0.284 0.087 0.018 0.068 -0.632 0.127 -0.015 -0.030 | -| psi2s_p | 0.081 -0.004 0.016 -0.008 -0.061 -0.012 -0.244 -0.061 0.162 -0.007 0.002 0.281 0.044 1.000 -0.116 -0.033 0.300 0.048 -0.074 -0.031 0.212 -0.095 -0.001 -0.001 | -| DDstar_p | -0.415 0.015 0.006 -0.007 -0.165 0.002 -0.617 -0.150 -0.404 -0.008 -0.003 0.043 -0.029 -0.116 1.000 -0.019 -0.318 -0.198 -0.145 0.093 0.184 -0.086 -0.003 0.001 | -| bplus_0 | -0.013 -0.969 -0.317 0.127 -0.075 -0.054 0.056 -0.058 0.014 0.067 -0.033 0.035 0.061 -0.033 -0.019 1.000 -0.109 -0.005 -0.024 -0.035 -0.022 -0.035 0.052 0.028 | -| jpsi_p | 0.318 0.033 0.035 -0.017 -0.043 -0.092 -0.322 -0.036 0.507 -0.016 -0.000 0.358 0.284 0.300 -0.318 -0.109 1.000 0.366 -0.030 -0.047 -0.311 0.392 -0.007 -0.004 | -| p4040_p | 0.353 0.008 -0.005 0.003 -0.181 -0.029 -0.233 0.271 0.497 0.002 0.002 0.369 0.087 0.048 -0.198 -0.005 0.366 1.000 -0.057 -0.004 -0.316 0.141 0.003 -0.000 | -| Dbar_s | -0.023 -0.034 0.021 -0.011 -0.020 0.009 0.180 -0.011 -0.023 -0.007 0.000 0.008 0.018 -0.074 -0.145 -0.024 -0.030 -0.057 1.000 -0.030 -0.163 -0.087 -0.004 -0.001 | -| DDstar_s | -0.067 -0.043 0.027 -0.010 -0.062 -0.017 -0.051 -0.040 -0.025 -0.004 0.001 0.057 0.068 -0.031 0.093 -0.035 -0.047 -0.004 -0.030 1.000 -0.002 0.010 -0.005 -0.002 | -| Ctt | -0.200 0.072 0.016 -0.043 0.232 0.222 -0.089 0.171 -0.366 -0.059 -0.004 -0.035 -0.632 0.212 0.184 -0.022 -0.311 -0.316 -0.163 -0.002 1.000 -0.109 0.002 0.012 | -| p3770_s | 0.148 -0.021 0.011 -0.010 0.062 -0.010 -0.331 0.008 0.243 -0.013 0.004 0.062 0.127 -0.095 -0.086 -0.035 0.392 0.141 -0.087 0.010 -0.109 1.000 0.002 0.002 | -| omega_p | 0.004 -0.051 -0.092 0.515 -0.002 -0.004 -0.001 -0.000 0.004 0.039 0.021 0.003 -0.015 -0.001 -0.003 0.052 -0.007 0.003 -0.004 -0.005 0.002 0.002 1.000 0.010 | -| rho_p | 0.003 -0.027 -0.002 0.059 0.003 0.000 0.001 0.005 -0.001 0.015 0.012 0.000 -0.030 -0.001 0.001 0.028 -0.004 -0.000 -0.001 -0.002 0.012 0.002 0.010 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.18575405255571642}), (, {'error': 0.06728286897041857}), (, {'error': 0.33469948296072827}), (, {'error': 1.006959971653255}), (, {'error': 0.16768505916962312}), (, {'error': 0.18277018421607005}), (, {'error': 0.607882936264132}), (, {'error': 0.1632570255916519}), (, {'error': 0.12975176983376624}), (, {'error': 1.103918909053533}), (, {'error': 0.25497247085707286}), (, {'error': 0.11492984694670105}), (, {'error': 0.08590239600861882}), (, {'error': 0.03494150539336971}), (, {'error': 0.6386517972697026}), (, {'error': 0.03292152532256687}), (, {'error': 0.0340561728198403}), (, {'error': 0.23208055357999857}), (, {'error': 0.09944578111096503}), (, {'error': 0.07252393436527405}), (, {'error': 0.17770523507590208}), (, {'error': 0.25400656361494844}), (, {'error': 0.2854950642971419}), (, {'error': 0.05750434488952916})]) -Toy 19/25 -Time taken: 1 h, 45 min -Projected time left: 33 min, 18 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1262 (1262 total) | -| EDM = 8.82E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297468.40448591276 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 3.92 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.72 | 0.05 | | | -2 | 2 | | -| 2 | rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 7.3 | 1.3 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.66 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.08 | 0.20 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 1.74 | 0.31 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.31 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.11 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.3 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.46 | 0.19 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.58 | 0.10 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.27 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.378 | 0.027 | | | -2 | 2 | | -| 16| jpsi_p | 4.671 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.39 | 0.28 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.65 | 0.20 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.07 | 0.24 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.020 | 0.282 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 5.2 | 0.7 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.164 -0.030 0.004 -0.155 -0.173 -0.100 -0.100 0.305 -0.025 0.007 0.017 -0.244 -0.045 -0.217 -0.065 0.019 0.168 0.007 0.010 0.041 -0.005 0.002 0.054 | -| bplus_1 | 0.164 1.000 0.397 -0.198 0.029 -0.126 -0.127 0.011 0.109 -0.106 0.023 -0.116 -0.122 0.069 -0.289 -0.926 0.006 0.102 -0.009 -0.024 0.088 -0.001 -0.030 0.083 | -| rho_s | -0.030 0.397 1.000 -0.444 -0.015 0.010 0.010 -0.031 -0.009 -0.104 -0.029 -0.009 0.239 0.006 0.059 -0.457 0.032 -0.004 -0.001 0.002 -0.076 -0.016 0.028 -0.068 | -| omega_s | 0.004 -0.198 -0.444 1.000 -0.001 -0.005 -0.009 0.003 0.003 0.070 -0.007 0.005 -0.073 -0.005 -0.027 0.225 -0.016 -0.001 0.000 -0.001 0.013 0.003 0.611 -0.021 | -| p4040_s | -0.155 0.029 -0.015 -0.001 1.000 0.198 -0.051 0.065 -0.516 -0.021 0.007 -0.148 -0.111 0.059 -0.168 -0.034 0.043 -0.214 -0.006 -0.010 0.359 0.130 0.002 0.052 | -| p4415_s | -0.173 -0.126 0.010 -0.005 0.198 1.000 0.063 0.328 -0.109 -0.001 0.001 -0.069 0.131 0.039 0.006 0.024 -0.010 -0.008 -0.000 -0.002 0.171 0.024 -0.001 0.005 | -| Dbar_p | -0.100 -0.127 0.010 -0.009 -0.051 0.063 1.000 -0.058 -0.046 -0.014 0.006 0.242 0.052 -0.066 -0.202 0.009 0.161 -0.132 0.025 -0.005 -0.323 -0.106 -0.000 0.038 | -| p4160_s | -0.100 0.011 -0.031 0.003 0.065 0.328 -0.058 1.000 -0.134 -0.028 0.009 -0.061 -0.146 -0.033 -0.103 -0.024 0.003 0.330 -0.002 -0.002 0.265 0.030 0.003 0.071 | -| p4160_p | 0.305 0.109 -0.009 0.003 -0.516 -0.109 -0.046 -0.134 1.000 -0.001 -0.002 0.149 -0.045 -0.140 -0.080 -0.029 -0.058 0.215 0.026 0.039 -0.321 -0.051 0.000 -0.006 | -| phi_s | -0.025 -0.106 -0.104 0.070 -0.021 -0.001 -0.014 -0.028 -0.001 1.000 0.561 0.006 0.074 -0.006 -0.005 0.115 0.013 -0.008 -0.000 0.000 -0.045 -0.012 0.022 0.076 | -| phi_p | 0.007 0.023 -0.029 -0.007 0.007 0.001 0.006 0.009 -0.002 0.561 1.000 -0.006 -0.027 -0.001 0.000 -0.032 -0.030 0.001 0.001 0.001 0.006 0.002 0.002 0.116 | -| p3770_p | 0.017 -0.116 -0.009 0.005 -0.148 -0.069 0.242 -0.061 0.149 0.006 -0.006 1.000 0.071 -0.080 0.109 0.070 -0.042 0.113 0.043 0.036 -0.238 -0.299 -0.001 -0.019 | -| bplus_2 | -0.244 -0.122 0.239 -0.073 -0.111 0.131 0.052 -0.146 -0.045 0.074 -0.027 0.071 1.000 -0.060 0.274 -0.098 -0.200 -0.029 0.003 0.016 -0.658 0.031 -0.020 -0.242 | -| psi2s_p | -0.045 0.069 0.006 -0.005 0.059 0.039 -0.066 -0.033 -0.140 -0.006 -0.001 -0.080 -0.060 1.000 -0.175 -0.030 0.007 -0.200 0.023 0.014 0.241 -0.389 -0.002 0.004 | -| DDstar_p | -0.217 -0.289 0.059 -0.027 -0.168 0.006 -0.202 -0.103 -0.080 -0.005 0.000 0.109 0.274 -0.175 1.000 0.030 -0.190 -0.065 0.008 0.042 -0.036 0.001 -0.007 0.017 | -| bplus_0 | -0.065 -0.926 -0.457 0.225 -0.034 0.024 0.009 -0.024 -0.029 0.115 -0.032 0.070 -0.098 -0.030 0.030 1.000 0.093 -0.051 0.003 0.006 0.023 -0.014 0.034 -0.115 | -| jpsi_p | 0.019 0.006 0.032 -0.016 0.043 -0.010 0.161 0.003 -0.058 0.013 -0.030 -0.042 -0.200 0.007 -0.190 0.093 1.000 -0.090 0.047 0.045 0.259 -0.060 -0.013 -0.089 | -| p4040_p | 0.168 0.102 -0.004 -0.001 -0.214 -0.008 -0.132 0.330 0.215 -0.008 0.001 0.113 -0.029 -0.200 -0.065 -0.051 -0.090 1.000 0.013 0.017 -0.206 -0.069 0.000 0.012 | -| Dbar_s | 0.007 -0.009 -0.001 0.000 -0.006 -0.000 0.025 -0.002 0.026 -0.000 0.001 0.043 0.003 0.023 0.008 0.003 0.047 0.013 1.000 -0.001 -0.003 0.022 0.000 0.001 | -| DDstar_s | 0.010 -0.024 0.002 -0.001 -0.010 -0.002 -0.005 -0.002 0.039 0.000 0.001 0.036 0.016 0.014 0.042 0.006 0.045 0.017 -0.001 1.000 -0.008 0.023 0.000 0.001 | -| Ctt | 0.041 0.088 -0.076 0.013 0.359 0.171 -0.323 0.265 -0.321 -0.045 0.006 -0.238 -0.658 0.241 -0.036 0.023 0.259 -0.206 -0.003 -0.008 1.000 -0.084 0.004 0.104 | -| p3770_s | -0.005 -0.001 -0.016 0.003 0.130 0.024 -0.106 0.030 -0.051 -0.012 0.002 -0.299 0.031 -0.389 0.001 -0.014 -0.060 -0.069 0.022 0.023 -0.084 1.000 0.001 0.023 | -| omega_p | 0.002 -0.030 0.028 0.611 0.002 -0.001 -0.000 0.003 0.000 0.022 0.002 -0.001 -0.020 -0.002 -0.007 0.034 -0.013 0.000 0.000 0.000 0.004 0.001 1.000 -0.088 | -| rho_p | 0.054 0.083 -0.068 -0.021 0.052 0.005 0.038 0.071 -0.006 0.076 0.116 -0.019 -0.242 0.004 0.017 -0.115 -0.089 0.012 0.001 0.001 0.104 0.023 -0.088 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19667388175829803}), (, {'error': 0.054951349844982955}), (, {'error': 0.36896674914180205}), (, {'error': 1.3278829566980357}), (, {'error': 0.1806812195540453}), (, {'error': 0.1981798425668045}), (, {'error': 0.3107120530442753}), (, {'error': 0.17058530720276766}), (, {'error': 0.0967060036784777}), (, {'error': 1.07211469100422}), (, {'error': 0.19405621267710993}), (, {'error': 0.09911050644529151}), (, {'error': 0.07680069418705715}), (, {'error': 0.03166891352749612}), (, {'error': 0.33410591508285536}), (, {'error': 0.026699110886439836}), (, {'error': 0.023965595728252964}), (, {'error': 0.2797880807246207}), (, {'error': 0.018968691259997728}), (, {'error': 0.024211125705796477}), (, {'error': 0.20388529894220936}), (, {'error': 0.23552001949011458}), (, {'error': 0.2818617807915569}), (, {'error': 0.7240010973494062})]) -Toy 20/25 -Time taken: 1 h, 51 min -Projected time left: 27 min, 50 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1408 (1408 total) | -| EDM = 4.36E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297155.1033638234 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.40 | 0.15 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -0.756 | 0.022 | | | -2 | 2 | | -| 2 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 7.1 | 1.4 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.81 | 0.19 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.45 | 0.18 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -1.8 | 2.0 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.22 | 0.18 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.26 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.8 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.67 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.32 | 0.06 | | | -2 | 2 | | -| 13| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 2.6 | 1.1 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 0.423 | 0.011 | | | -2 | 2 | | -| 16| jpsi_p | 1.66 | 0.05 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 3.72 | 0.22 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.16 | 0.33 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.30 | 0.42 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.28 | 0.25 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.58 | 0.25 | | |0.918861 | 4.08114 | | -| 22| omega_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -0.08 | 0.24 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.276 -0.072 0.028 0.081 -0.171 0.386 0.075 0.232 0.019 0.001 -0.284 0.111 -0.095 0.433 -0.229 -0.200 0.225 0.356 -0.022 0.279 -0.068 0.013 -0.006 | -| bplus_1 | -0.276 1.000 0.167 -0.032 -0.403 0.173 -0.758 -0.331 0.221 -0.071 0.000 0.704 -0.111 0.277 -0.610 0.219 0.649 -0.039 -0.730 0.148 -0.641 0.378 -0.001 0.120 | -| rho_s | -0.072 0.167 1.000 -0.168 -0.120 0.046 -0.236 -0.093 0.069 0.004 0.014 0.217 0.059 0.085 -0.195 0.251 0.195 -0.009 -0.227 0.051 -0.179 0.117 0.039 0.300 | -| omega_s | 0.028 -0.032 -0.168 1.000 0.038 -0.019 0.072 0.032 -0.020 0.096 0.016 -0.067 0.040 -0.028 0.052 -0.089 -0.066 0.006 0.065 -0.007 0.057 -0.032 0.784 0.292 | -| p4040_s | 0.081 -0.403 -0.120 0.038 1.000 0.061 0.581 0.311 -0.497 0.043 0.002 -0.576 0.028 -0.205 0.527 -0.346 -0.500 -0.119 0.590 -0.130 0.614 -0.203 0.013 -0.040 | -| p4415_s | -0.171 0.173 0.046 -0.019 0.061 1.000 -0.114 0.193 -0.029 -0.015 -0.001 0.072 -0.084 0.042 -0.124 0.152 0.040 -0.002 -0.103 0.053 0.034 0.043 -0.009 0.008 | -| Dbar_p | 0.386 -0.758 -0.236 0.072 0.581 -0.114 1.000 0.491 -0.245 0.095 0.003 -0.902 -0.034 -0.278 0.880 -0.666 -0.753 0.093 0.948 -0.343 0.820 -0.399 0.024 -0.106 | -| p4160_s | 0.075 -0.331 -0.093 0.032 0.311 0.193 0.491 1.000 -0.243 0.028 0.001 -0.468 0.079 -0.203 0.452 -0.275 -0.431 0.283 0.497 -0.117 0.517 -0.206 0.012 -0.018 | -| p4160_p | 0.232 0.221 0.069 -0.020 -0.497 -0.029 -0.245 -0.243 1.000 -0.033 -0.001 0.367 -0.000 0.153 -0.100 0.200 0.418 0.254 -0.303 0.153 -0.377 0.274 -0.005 0.034 | -| phi_s | 0.019 -0.071 0.004 0.096 0.043 -0.015 0.095 0.028 -0.033 1.000 0.218 -0.088 -0.084 -0.037 0.086 -0.082 -0.093 -0.004 0.094 -0.028 0.064 -0.058 0.073 0.097 | -| phi_p | 0.001 0.000 0.014 0.016 0.002 -0.001 0.003 0.001 -0.001 0.218 1.000 -0.003 0.005 -0.002 0.001 -0.003 -0.004 0.000 0.002 0.000 0.002 -0.001 0.019 0.040 | -| p3770_p | -0.284 0.704 0.217 -0.067 -0.576 0.072 -0.902 -0.468 0.367 -0.088 -0.003 1.000 0.012 0.361 -0.810 0.622 0.784 0.039 -0.926 0.286 -0.765 0.401 -0.022 0.094 | -| bplus_2 | 0.111 -0.111 0.059 0.040 0.028 -0.084 -0.034 0.079 -0.000 -0.084 0.005 0.012 1.000 -0.018 -0.051 -0.107 -0.090 0.004 -0.008 0.037 0.309 -0.032 0.042 0.238 | -| psi2s_p | -0.095 0.277 0.085 -0.028 -0.205 0.042 -0.278 -0.203 0.153 -0.037 -0.002 0.361 -0.018 1.000 -0.236 0.244 0.385 -0.063 -0.350 0.170 -0.136 -0.019 -0.009 0.036 | -| DDstar_p | 0.433 -0.610 -0.195 0.052 0.527 -0.124 0.880 0.452 -0.100 0.086 0.001 -0.810 -0.051 -0.236 1.000 -0.543 -0.645 0.137 0.927 -0.248 0.713 -0.346 0.013 -0.109 | -| bplus_0 | -0.229 0.219 0.251 -0.089 -0.346 0.152 -0.666 -0.275 0.200 -0.082 -0.003 0.622 -0.107 0.244 -0.543 1.000 0.578 -0.025 -0.642 0.135 -0.556 0.349 -0.037 0.057 | -| jpsi_p | -0.200 0.649 0.195 -0.066 -0.500 0.040 -0.753 -0.431 0.418 -0.093 -0.004 0.784 -0.090 0.385 -0.645 0.578 1.000 0.074 -0.819 0.341 -0.729 0.516 -0.024 0.090 | -| p4040_p | 0.225 -0.039 -0.009 0.006 -0.119 -0.002 0.093 0.283 0.254 -0.004 0.000 0.039 0.004 -0.063 0.137 -0.025 0.074 1.000 0.030 0.020 -0.068 0.051 0.005 0.010 | -| Dbar_s | 0.356 -0.730 -0.227 0.065 0.590 -0.103 0.948 0.497 -0.303 0.094 0.002 -0.926 -0.008 -0.350 0.927 -0.642 -0.819 0.030 1.000 -0.306 0.791 -0.485 0.018 -0.110 | -| DDstar_s | -0.022 0.148 0.051 -0.007 -0.130 0.053 -0.343 -0.117 0.153 -0.028 0.000 0.286 0.037 0.170 -0.248 0.135 0.341 0.020 -0.306 1.000 -0.286 0.159 0.004 0.044 | -| Ctt | 0.279 -0.641 -0.179 0.057 0.614 0.034 0.820 0.517 -0.377 0.064 0.002 -0.765 0.309 -0.136 0.713 -0.556 -0.729 -0.068 0.791 -0.286 1.000 -0.413 0.020 -0.057 | -| p3770_s | -0.068 0.378 0.117 -0.032 -0.203 0.043 -0.399 -0.206 0.274 -0.058 -0.001 0.401 -0.032 -0.019 -0.346 0.349 0.516 0.051 -0.485 0.159 -0.413 1.000 -0.007 0.069 | -| omega_p | 0.013 -0.001 0.039 0.784 0.013 -0.009 0.024 0.012 -0.005 0.073 0.019 -0.022 0.042 -0.009 0.013 -0.037 -0.024 0.005 0.018 0.004 0.020 -0.007 1.000 0.138 | -| rho_p | -0.006 0.120 0.300 0.292 -0.040 0.008 -0.106 -0.018 0.034 0.097 0.040 0.094 0.238 0.036 -0.109 0.057 0.090 0.010 -0.110 0.044 -0.057 0.069 0.138 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.15374380348609584}), (, {'error': 0.02236130335479669}), (, {'error': 0.31833269096671923}), (, {'error': 1.3920317676971123}), (, {'error': 0.19396652250543617}), (, {'error': 0.17832362690808368}), (, {'error': 1.9581146790798758}), (, {'error': 0.1781556185067259}), (, {'error': 0.10777598924564824}), (, {'error': 0.8087047441203135}), (, {'error': 0.12841428205325078}), (, {'error': 0.2990186346598669}), (, {'error': 0.056293224130513964}), (, {'error': 0.03317625690315573}), (, {'error': 1.0613605878259516}), (, {'error': 0.010696105553770208}), (, {'error': 0.047108845200648286}), (, {'error': 0.2178798474642205}), (, {'error': 0.3347305578007036}), (, {'error': 0.41957350721633435}), (, {'error': 0.24913147970021865}), (, {'error': 0.25382340465413145}), (, {'error': 0.3828777106658614}), (, {'error': 0.2428835659396542})]) -Toy 21/25 -Time taken: 1 h, 57 min -Projected time left: 22 min, 24 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.985E+05 | Ncalls=515 (526 total) | -| EDM = 8.13E+05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 298502.76891560893 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.49 | 0.05 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -1.948 | 0.002 | | | -2 | 2 | | -| 2 | rho_s | 0.924 | 0.005 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 9.272 | 0.004 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.364 | 0.005 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 0.526 | 0.005 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -3.148 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 0.364E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 4.96 | 0.12 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 14.921 | 0.004 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -4.858 | 0.014 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.26 | 0.06 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -1.564 | 0.008 | | | -2 | 2 | | -| 13| psi2s_p | 2.254 | 0.012 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 3.0 | 9.4 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 1.465 | 0.010 | | | -2 | 2 | | -| 16| jpsi_p | -4.72 | 0.04 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.36 | 0.09 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 1.39E-2 | 0.14E-2 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 0.103 | 0.023 | | | -0.3 | 0.3 | | -| 20| Ctt | 0.518 | 0.006 | | | -1.5 | 1.5 | | -| 21| p3770_s | 0.406E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 22| omega_p | -4.531 | 0.017 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 1.57 | 0.03 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 -0.171 0.033 0.001 0.508 -0.531 -0.104 0.258 0.887 0.000 0.015 -0.791 -0.613 0.637 -0.893 -0.785 0.885 0.878 0.201 0.892 0.119 0.118 -0.036 -0.149 | -| bplus_1 | -0.171 1.000 -0.007 -0.000 -0.108 0.115 0.022 -0.055 -0.191 -0.000 -0.003 0.168 0.130 -0.134 0.192 0.162 -0.189 -0.188 -0.045 -0.192 -0.024 -0.025 0.007 0.031 | -| rho_s | 0.033 -0.007 1.000 0.000 0.021 -0.022 -0.004 0.011 0.037 0.000 0.000 -0.033 -0.025 0.026 -0.037 -0.032 0.037 0.037 0.008 0.037 0.005 0.005 -0.001 -0.017 | -| omega_s | 0.001 -0.000 0.000 1.000 0.001 -0.001 -0.000 0.000 0.001 0.000 0.000 -0.001 -0.001 0.001 -0.001 -0.001 0.001 0.001 0.000 0.001 0.000 0.000 -0.001 -0.000 | -| p4040_s | 0.508 -0.108 0.021 0.001 1.000 -0.339 -0.066 0.164 0.565 0.000 0.009 -0.503 -0.390 0.405 -0.568 -0.498 0.563 0.558 0.128 0.568 0.076 0.075 -0.023 -0.095 | -| p4415_s | -0.531 0.115 -0.022 -0.001 -0.339 1.000 0.069 -0.173 -0.593 -0.000 -0.010 0.529 0.410 -0.426 0.597 0.526 -0.592 -0.587 -0.134 -0.596 -0.080 -0.079 0.024 0.099 | -| Dbar_p | -0.104 0.022 -0.004 -0.000 -0.066 0.069 1.000 -0.034 -0.115 -0.000 -0.002 0.103 0.080 -0.083 0.116 0.102 -0.115 -0.114 -0.038 -0.116 -0.016 -0.015 0.005 0.019 | -| p4160_s | 0.258 -0.055 0.011 0.000 0.164 -0.173 -0.034 1.000 0.287 0.000 0.005 -0.256 -0.198 0.206 -0.289 -0.254 0.287 0.284 0.065 0.289 0.039 0.038 -0.012 -0.048 | -| p4160_p | 0.887 -0.191 0.037 0.001 0.565 -0.593 -0.115 0.287 1.000 0.000 0.016 -0.880 -0.682 0.709 -0.993 -0.875 0.985 0.976 0.224 0.992 0.132 0.131 -0.041 -0.166 | -| phi_s | 0.000 -0.000 0.000 0.000 0.000 -0.000 -0.000 0.000 0.000 1.000 -0.000 -0.000 -0.000 0.000 -0.000 -0.000 0.000 0.000 -0.000 0.000 0.000 0.000 0.000 0.000 | -| phi_p | 0.015 -0.003 0.000 0.000 0.009 -0.010 -0.002 0.005 0.016 -0.000 1.000 -0.015 -0.011 0.012 -0.017 -0.015 0.016 0.016 0.004 0.017 0.002 0.002 -0.000 -0.004 | -| p3770_p | -0.791 0.168 -0.033 -0.001 -0.503 0.529 0.103 -0.256 -0.880 -0.000 -0.015 1.000 0.607 -0.629 0.886 0.774 -0.878 -0.870 -0.201 -0.884 -0.119 -0.117 0.036 0.147 | -| bplus_2 | -0.613 0.130 -0.025 -0.001 -0.390 0.410 0.080 -0.198 -0.682 -0.000 -0.011 0.607 1.000 -0.489 0.686 0.600 -0.680 -0.674 -0.155 -0.685 -0.090 -0.090 0.028 0.114 | -| psi2s_p | 0.637 -0.134 0.026 0.001 0.405 -0.426 -0.083 0.206 0.709 0.000 0.012 -0.629 -0.489 1.000 -0.713 -0.622 0.706 0.700 0.162 0.712 0.097 0.094 -0.029 -0.119 | -| DDstar_p | -0.893 0.192 -0.037 -0.001 -0.568 0.597 0.116 -0.289 -0.993 -0.000 -0.017 0.886 0.686 -0.713 1.000 0.880 -0.991 -0.983 -0.225 -0.998 -0.134 -0.132 0.041 0.167 | -| bplus_0 | -0.785 0.162 -0.032 -0.001 -0.498 0.526 0.102 -0.254 -0.875 -0.000 -0.015 0.774 0.600 -0.622 0.880 1.000 -0.870 -0.865 -0.202 -0.879 -0.114 -0.116 0.034 0.143 | -| jpsi_p | 0.885 -0.189 0.037 0.001 0.563 -0.592 -0.115 0.287 0.985 0.000 0.016 -0.878 -0.680 0.706 -0.991 -0.870 1.000 0.974 0.223 0.990 0.132 0.130 -0.040 -0.165 | -| p4040_p | 0.878 -0.188 0.037 0.001 0.558 -0.587 -0.114 0.284 0.976 0.000 0.016 -0.870 -0.674 0.700 -0.983 -0.865 0.974 1.000 0.221 0.981 0.131 0.129 -0.040 -0.164 | -| Dbar_s | 0.201 -0.045 0.008 0.000 0.128 -0.134 -0.038 0.065 0.224 -0.000 0.004 -0.201 -0.155 0.162 -0.225 -0.202 0.223 0.221 1.000 0.225 0.031 0.030 -0.009 -0.038 | -| DDstar_s | 0.892 -0.192 0.037 0.001 0.568 -0.596 -0.116 0.289 0.992 0.000 0.017 -0.884 -0.685 0.712 -0.998 -0.879 0.990 0.981 0.225 1.000 0.134 0.131 -0.041 -0.166 | -| Ctt | 0.119 -0.024 0.005 0.000 0.076 -0.080 -0.016 0.039 0.132 0.000 0.002 -0.119 -0.090 0.097 -0.134 -0.114 0.132 0.131 0.031 0.134 1.000 0.018 -0.005 -0.022 | -| p3770_s | 0.118 -0.025 0.005 0.000 0.075 -0.079 -0.015 0.038 0.131 0.000 0.002 -0.117 -0.090 0.094 -0.132 -0.116 0.130 0.129 0.030 0.131 0.018 1.000 -0.005 -0.022 | -| omega_p | -0.036 0.007 -0.001 -0.001 -0.023 0.024 0.005 -0.012 -0.041 0.000 -0.000 0.036 0.028 -0.029 0.041 0.034 -0.040 -0.040 -0.009 -0.041 -0.005 -0.005 1.000 -0.006 | -| rho_p | -0.149 0.031 -0.017 -0.000 -0.095 0.099 0.019 -0.048 -0.166 0.000 -0.004 0.147 0.114 -0.119 0.167 0.143 -0.165 -0.164 -0.038 -0.166 -0.022 -0.022 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.04599101136645989}), (, {'error': 0.0015235077235921102}), (, {'error': 0.004758589411663794}), (, {'error': 0.0038843160824573175}), (, {'error': 0.005291483762665639}), (, {'error': 0.005058444140118024}), (, {'error': 0.02616862771290762}), (, {'error': 0.0016640963428393718}), (, {'error': 0.12174328432098314}), (, {'error': 0.004455306262777015}), (, {'error': 0.014376276181557124}), (, {'error': 0.05558971309264571}), (, {'error': 0.007918019002667642}), (, {'error': 0.01182238642404787}), (, {'error': 9.389973074999666}), (, {'error': 0.010395794973131922}), (, {'error': 0.03580733042878803}), (, {'error': 0.09289964966214725}), (, {'error': 0.0014298770558080487}), (, {'error': 0.022851491541174773}), (, {'error': 0.006467360016456425}), (, {'error': 0.0013489009920233386}), (, {'error': 0.017011698641750783}), (, {'error': 0.033331554517421313})]) -Toy 22/25 -Time taken: 2 h, 1 min -Projected time left: 16 min, 36 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=248 (248 total) | -| EDM = 8.21E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297229.474644497 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | -2.11 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | -2.0 | 3.3 | | | -2 | 2 | | -| 2 | rho_s | 1.83 | 0.06 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 4.95 | 0.19 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 1.09 | 0.12 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.40 | 0.16 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | -4.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.37 | 0.15 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | 3.916 | 0.028 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.5 | 0.3 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 6.23 | 0.06 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | 3.52 | 0.04 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | -0.022 | 0.147 | | | -2 | 2 | | -| 13| psi2s_p | 1.811 | 0.020 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | 4.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | 1.060 | 0.025 | | | -2 | 2 | | -| 16| jpsi_p | 1.619 | 0.021 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.60 | 0.06 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.274 | 0.023 | | | -0.3 | 0.3 | | -| 19| DDstar_s | 2.996E-1 | 0.021E-1 | | | -0.3 | 0.3 | | -| 20| Ctt | 0.38 | 0.05 | | | -1.5 | 1.5 | | -| 21| p3770_s | 2.78 | 0.12 | | |0.918861 | 4.08114 | | -| 22| omega_p | -6.01 | 0.09 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 6.12 | 0.14 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.673 0.004 -0.075 0.615 0.631 -0.663 0.624 -0.036 -0.396 0.254 -0.229 -0.653 0.565 0.665 -0.666 0.617 -0.250 -0.573 -0.106 0.486 0.540 0.229 0.604 | -| bplus_1 | 0.673 1.000 0.007 -0.111 0.924 0.939 -0.988 0.942 -0.067 -0.589 0.377 -0.349 -0.978 0.846 0.990 -0.991 0.921 -0.387 -0.859 -0.163 0.734 0.803 0.341 0.899 | -| rho_s | 0.004 0.007 1.000 -0.024 0.006 0.006 -0.007 0.006 -0.001 -0.004 0.002 -0.002 -0.008 0.005 0.007 -0.006 0.005 -0.003 -0.005 -0.001 0.005 0.005 0.024 0.018 | -| omega_s | -0.075 -0.111 -0.024 1.000 -0.103 -0.104 0.110 -0.105 0.007 0.067 -0.044 0.039 0.108 -0.094 -0.110 0.110 -0.103 0.043 0.096 0.018 -0.081 -0.090 0.010 -0.085 | -| p4040_s | 0.615 0.924 0.006 -0.103 1.000 0.867 -0.911 0.867 -0.085 -0.544 0.348 -0.318 -0.902 0.777 0.912 -0.914 0.849 -0.360 -0.791 -0.149 0.682 0.744 0.314 0.830 | -| p4415_s | 0.631 0.939 0.006 -0.104 0.867 1.000 -0.927 0.885 -0.051 -0.553 0.354 -0.328 -0.919 0.793 0.928 -0.929 0.864 -0.358 -0.808 -0.154 0.698 0.755 0.320 0.844 | -| Dbar_p | -0.663 -0.988 -0.007 0.110 -0.911 -0.927 1.000 -0.929 0.067 0.581 -0.372 0.338 0.964 -0.835 -0.977 0.978 -0.909 0.384 0.847 0.161 -0.721 -0.793 -0.336 -0.887 | -| p4160_s | 0.624 0.942 0.006 -0.105 0.867 0.885 -0.929 1.000 -0.068 -0.555 0.355 -0.327 -0.920 0.793 0.930 -0.932 0.866 -0.345 -0.809 -0.153 0.698 0.758 0.321 0.846 | -| p4160_p | -0.036 -0.067 -0.001 0.007 -0.085 -0.051 0.067 -0.068 1.000 0.040 -0.026 0.037 0.073 -0.064 -0.066 0.067 -0.065 0.021 0.073 0.021 -0.082 -0.060 -0.023 -0.062 | -| phi_s | -0.396 -0.589 -0.004 0.067 -0.544 -0.553 0.581 -0.555 0.040 1.000 -0.177 0.206 0.573 -0.499 -0.582 0.583 -0.543 0.229 0.505 0.096 -0.428 -0.473 -0.199 -0.524 | -| phi_p | 0.254 0.377 0.002 -0.044 0.348 0.354 -0.372 0.355 -0.026 -0.177 1.000 -0.132 -0.367 0.319 0.373 -0.373 0.347 -0.147 -0.323 -0.061 0.274 0.303 0.132 0.341 | -| p3770_p | -0.229 -0.349 -0.002 0.039 -0.318 -0.328 0.338 -0.327 0.037 0.206 -0.132 1.000 0.343 -0.292 -0.342 0.345 -0.323 0.147 0.307 0.060 -0.263 -0.300 -0.119 -0.315 | -| bplus_2 | -0.653 -0.978 -0.008 0.108 -0.902 -0.919 0.964 -0.920 0.073 0.573 -0.367 0.343 1.000 -0.827 -0.967 0.968 -0.898 0.384 0.837 0.159 -0.704 -0.782 -0.331 -0.874 | -| psi2s_p | 0.565 0.846 0.005 -0.094 0.777 0.793 -0.835 0.793 -0.064 -0.499 0.319 -0.292 -0.827 1.000 0.836 -0.837 0.781 -0.338 -0.719 -0.134 0.632 0.660 0.288 0.760 | -| DDstar_p | 0.665 0.990 0.007 -0.110 0.912 0.928 -0.977 0.930 -0.066 -0.582 0.373 -0.342 -0.967 0.836 1.000 -0.980 0.909 -0.382 -0.850 -0.161 0.727 0.795 0.337 0.889 | -| bplus_0 | -0.666 -0.991 -0.006 0.110 -0.914 -0.929 0.978 -0.932 0.067 0.583 -0.373 0.345 0.968 -0.837 -0.980 1.000 -0.911 0.383 0.850 0.161 -0.726 -0.795 -0.337 -0.889 | -| jpsi_p | 0.617 0.921 0.005 -0.103 0.849 0.864 -0.909 0.866 -0.065 -0.543 0.347 -0.323 -0.898 0.781 0.909 -0.911 1.000 -0.361 -0.783 -0.147 0.662 0.739 0.313 0.827 | -| p4040_p | -0.250 -0.387 -0.003 0.043 -0.360 -0.358 0.384 -0.345 0.021 0.229 -0.147 0.147 0.384 -0.338 -0.382 0.383 -0.361 1.000 0.346 0.069 -0.318 -0.326 -0.132 -0.349 | -| Dbar_s | -0.573 -0.859 -0.005 0.096 -0.791 -0.808 0.847 -0.809 0.073 0.505 -0.323 0.307 0.837 -0.719 -0.850 0.850 -0.783 0.346 1.000 0.137 -0.618 -0.680 -0.292 -0.771 | -| DDstar_s | -0.106 -0.163 -0.001 0.018 -0.149 -0.154 0.161 -0.153 0.021 0.096 -0.061 0.060 0.159 -0.134 -0.161 0.161 -0.147 0.069 0.137 1.000 -0.117 -0.127 -0.056 -0.147 | -| Ctt | 0.486 0.734 0.005 -0.081 0.682 0.698 -0.721 0.698 -0.082 -0.428 0.274 -0.263 -0.704 0.632 0.727 -0.726 0.662 -0.318 -0.618 -0.117 1.000 0.579 0.247 0.654 | -| p3770_s | 0.540 0.803 0.005 -0.090 0.744 0.755 -0.793 0.758 -0.060 -0.473 0.303 -0.300 -0.782 0.660 0.795 -0.795 0.739 -0.326 -0.680 -0.127 0.579 1.000 0.273 0.721 | -| omega_p | 0.229 0.341 0.024 0.010 0.314 0.320 -0.336 0.321 -0.023 -0.199 0.132 -0.119 -0.331 0.288 0.337 -0.337 0.313 -0.132 -0.292 -0.056 0.247 0.273 1.000 0.291 | -| rho_p | 0.604 0.899 0.018 -0.085 0.830 0.844 -0.887 0.846 -0.062 -0.524 0.341 -0.315 -0.874 0.760 0.889 -0.889 0.827 -0.349 -0.771 -0.147 0.654 0.721 0.291 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07242388748544393}), (, {'error': 3.290995898687802}), (, {'error': 0.060701617420446774}), (, {'error': 0.1875614712081446}), (, {'error': 0.12206805750067445}), (, {'error': 0.16134847215196724}), (, {'error': 0.49975068576339843}), (, {'error': 0.145083721644079}), (, {'error': 0.0276067612182489}), (, {'error': 0.32899523537870046}), (, {'error': 0.0591348819531623}), (, {'error': 0.04115512261412935}), (, {'error': 0.14748873627251002}), (, {'error': 0.019644069458498947}), (, {'error': 0.3388571470716384}), (, {'error': 0.025043163227666865}), (, {'error': 0.02070790469691053}), (, {'error': 0.05774046307184921}), (, {'error': 0.023358101591529346}), (, {'error': 0.0020769207706165527}), (, {'error': 0.047717093169634905}), (, {'error': 0.11572731043321394}), (, {'error': 0.0935350716762966}), (, {'error': 0.13860027805457698})]) -Toy 23/25 -Time taken: 2 h, 5 min -Projected time left: 10 min, 54 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1289 (1289 total) | -| EDM = 3.14E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297133.6053605299 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.56 | 0.21 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 2 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.83 | 0.18 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.03 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 1.9 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -2.10 | 0.10 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 10| phi_p | -0.24 | 0.24 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.74 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.15 | 0.08 | | | -2 | 2 | | -| 13| psi2s_p | 1.886 | 0.031 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.416 | 0.031 | | | -2 | 2 | | -| 16| jpsi_p | -1.626 | 0.024 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | -2.28 | 0.22 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.38 | 0.20 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.74 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.59 | 0.21 | | |-6.28319 | 6.28319 | | -| 23| rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.134 -0.015 0.004 -0.210 -0.097 -0.066 -0.247 0.261 -0.013 0.003 0.046 -0.238 -0.066 -0.138 -0.013 0.013 0.128 0.012 0.019 -0.076 -0.034 -0.008 0.034 | -| bplus_1 | 0.134 1.000 0.348 0.055 0.054 -0.011 -0.084 0.025 0.059 -0.081 0.024 -0.134 -0.200 0.049 -0.243 -0.914 -0.037 0.061 -0.006 -0.023 0.084 -0.025 0.170 -0.077 | -| rho_s | -0.015 0.348 1.000 0.122 0.021 0.026 0.046 0.025 -0.018 -0.017 0.042 -0.002 0.003 0.002 0.104 -0.426 -0.045 -0.004 0.001 0.007 0.003 0.009 0.459 0.123 | -| omega_s | 0.004 0.055 0.122 1.000 0.009 0.008 0.009 0.012 -0.000 -0.018 0.023 0.001 -0.028 0.004 0.014 -0.066 -0.001 0.002 -0.000 0.001 0.013 0.007 -0.497 -0.011 | -| p4040_s | -0.210 0.054 0.021 0.009 1.000 0.115 -0.072 0.112 -0.509 -0.021 0.007 -0.147 -0.127 0.027 -0.181 -0.044 0.014 -0.193 -0.006 -0.011 0.343 0.117 0.009 0.038 | -| p4415_s | -0.097 -0.011 0.026 0.008 0.115 1.000 -0.006 0.240 0.063 -0.016 0.006 -0.063 -0.030 0.013 -0.087 -0.033 -0.001 0.058 -0.002 -0.007 0.216 0.023 0.011 0.026 | -| Dbar_p | -0.066 -0.084 0.046 0.009 -0.072 -0.006 1.000 -0.053 0.008 -0.016 0.006 0.334 0.035 -0.010 -0.198 -0.032 0.253 -0.077 0.029 -0.009 -0.320 -0.054 0.022 0.017 | -| p4160_s | -0.247 0.025 0.025 0.012 0.112 0.240 -0.053 1.000 -0.135 -0.027 0.009 -0.068 -0.145 -0.036 -0.100 -0.037 -0.006 0.311 -0.001 -0.001 0.266 0.032 0.010 0.051 | -| p4160_p | 0.261 0.059 -0.018 -0.000 -0.509 0.063 0.008 -0.135 1.000 -0.001 -0.003 0.151 -0.038 -0.147 -0.038 0.003 -0.045 0.223 0.034 0.051 -0.323 -0.070 -0.010 0.003 | -| phi_s | -0.013 -0.081 -0.017 -0.018 -0.021 -0.016 -0.016 -0.027 -0.001 1.000 0.688 -0.002 0.076 -0.007 -0.014 0.090 0.004 -0.006 0.000 -0.000 -0.040 -0.015 0.007 0.094 | -| phi_p | 0.003 0.024 0.042 0.023 0.007 0.006 0.006 0.009 -0.003 0.688 1.000 -0.006 -0.027 -0.002 0.001 -0.032 -0.036 -0.000 0.001 0.001 0.005 0.002 0.039 0.090 | -| p3770_p | 0.046 -0.134 -0.002 0.001 -0.147 -0.063 0.334 -0.068 0.151 -0.002 -0.006 1.000 0.080 -0.062 0.149 0.050 0.014 0.117 0.052 0.049 -0.248 -0.285 -0.002 -0.006 | -| bplus_2 | -0.238 -0.200 0.003 -0.028 -0.127 -0.030 0.035 -0.145 -0.038 0.076 -0.027 0.080 1.000 -0.067 0.287 -0.029 -0.195 -0.014 0.005 0.022 -0.653 0.023 0.009 -0.215 | -| psi2s_p | -0.066 0.049 0.002 0.004 0.027 0.013 -0.010 -0.036 -0.147 -0.007 -0.002 -0.062 -0.067 1.000 -0.163 -0.015 0.004 -0.214 0.031 0.021 0.230 -0.389 -0.001 0.004 | -| DDstar_p | -0.138 -0.243 0.104 0.014 -0.181 -0.087 -0.198 -0.100 -0.038 -0.014 0.001 0.149 0.287 -0.163 1.000 -0.063 -0.158 -0.028 0.011 0.062 -0.026 0.047 0.045 -0.018 | -| bplus_0 | -0.013 -0.914 -0.426 -0.066 -0.044 -0.033 -0.032 -0.037 0.003 0.090 -0.032 0.050 -0.029 -0.015 -0.063 1.000 0.113 -0.021 0.001 -0.001 0.024 -0.011 -0.204 0.079 | -| jpsi_p | 0.013 -0.037 -0.045 -0.001 0.014 -0.001 0.253 -0.006 -0.045 0.004 -0.036 0.014 -0.195 0.004 -0.158 0.113 1.000 -0.090 0.055 0.058 0.224 -0.050 -0.025 -0.060 | -| p4040_p | 0.128 0.061 -0.004 0.002 -0.193 0.058 -0.077 0.311 0.223 -0.006 -0.000 0.117 -0.014 -0.214 -0.028 -0.021 -0.090 1.000 0.023 0.029 -0.243 -0.097 -0.003 0.008 | -| Dbar_s | 0.012 -0.006 0.001 -0.000 -0.006 -0.002 0.029 -0.001 0.034 0.000 0.001 0.052 0.005 0.031 0.011 0.001 0.055 0.023 1.000 -0.001 -0.001 0.028 0.001 0.000 | -| DDstar_s | 0.019 -0.023 0.007 0.001 -0.011 -0.007 -0.009 -0.001 0.051 -0.000 0.001 0.049 0.022 0.021 0.062 -0.001 0.058 0.029 -0.001 1.000 -0.010 0.032 0.003 -0.002 | -| Ctt | -0.076 0.084 0.003 0.013 0.343 0.216 -0.320 0.266 -0.323 -0.040 0.005 -0.248 -0.653 0.230 -0.026 0.024 0.224 -0.243 -0.001 -0.010 1.000 -0.065 0.000 0.085 | -| p3770_s | -0.034 -0.025 0.009 0.007 0.117 0.023 -0.054 0.032 -0.070 -0.015 0.002 -0.285 0.023 -0.389 0.047 -0.011 -0.050 -0.097 0.028 0.032 -0.065 1.000 0.002 0.023 | -| omega_p | -0.008 0.170 0.459 -0.497 0.009 0.011 0.022 0.010 -0.010 0.007 0.039 -0.002 0.009 -0.001 0.045 -0.204 -0.025 -0.003 0.001 0.003 0.000 0.002 1.000 -0.095 | -| rho_p | 0.034 -0.077 0.123 -0.011 0.038 0.026 0.017 0.051 0.003 0.094 0.090 -0.006 -0.215 0.004 -0.018 0.079 -0.060 0.008 0.000 -0.002 0.085 0.023 -0.095 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.21268229453948972}), (, {'error': 0.06169616022194124}), (, {'error': 0.37144326845127174}), (, {'error': 3.874273849264741}), (, {'error': 0.1766599696022524}), (, {'error': 0.19089259819497933}), (, {'error': 0.33324335848550435}), (, {'error': 0.1731594894296954}), (, {'error': 0.10045428042993798}), (, {'error': 1.1719950653476232}), (, {'error': 0.24412953856132624}), (, {'error': 0.08640653872071646}), (, {'error': 0.08289195909374647}), (, {'error': 0.031033965582635936}), (, {'error': 0.3781846292422353}), (, {'error': 0.03125476490422263}), (, {'error': 0.02445878461198614}), (, {'error': 0.22185327951252143}), (, {'error': 0.022757953845630785}), (, {'error': 0.030369994801416555}), (, {'error': 0.20007573712285143}), (, {'error': 0.23140306841541847}), (, {'error': 0.211562303389893}), (, {'error': 0.510303706362599})]) -Toy 24/25 -Time taken: 2 h, 11 min -Projected time left: 5 min, 29 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1466 (1466 total) | -| EDM = 7.74E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297430.394416236 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | p4415_p | 4.42 | 0.20 | | |-6.28319 | 6.28319 | | -| 1 | bplus_1 | 0.84 | 0.06 | | | -2 | 2 | | -| 2 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 3 | omega_s | 7.6 | 1.7 | | | 4.19232 | 9.40768 | | -| 4 | p4040_s | 0.91 | 0.17 | | |0.00501244| 2.01499 | | -| 5 | p4415_s | 1.09 | 0.19 | | |0.126447 | 2.35355 | | -| 6 | Dbar_p | 4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 7 | p4160_s | 2.12 | 0.17 | | | 0.71676 | 3.68324 | | -| 8 | p4160_p | -1.95 | 0.11 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.1 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| phi_p | 5.74 | 0.17 | | |-6.28319 | 6.28319 | | -| 11| p3770_p | -2.67 | 0.09 | | |-6.28319 | 6.28319 | | -| 12| bplus_2 | 0.25 | 0.09 | | | -2 | 2 | | -| 13| psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| DDstar_p | -5.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 15| bplus_0 | -0.438 | 0.031 | | | -2 | 2 | | -| 16| jpsi_p | 4.624 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| p4040_p | 4.07 | 0.21 | | |-6.28319 | 6.28319 | | -| 18| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 19| DDstar_s | -0.300 | 0.028 | | | -0.3 | 0.3 | | -| 20| Ctt | -0.91 | 0.22 | | | -1.5 | 1.5 | | -| 21| p3770_s | 3.61 | 0.23 | | |0.918861 | 4.08114 | | -| 22| omega_p | 0.89 | 0.28 | | |-6.28319 | 6.28319 | | -| 23| rho_p | -1.0 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | p4415_p bplus_1 rho_s omega_s p4040_s p4415_s Dbar_p p4160_s p4160_p phi_s phi_p p3770_p bplus_2 psi2s_p DDstar_p bplus_0 jpsi_p p4040_p Dbar_s DDstar_s Ctt p3770_s omega_p rho_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| p4415_p | 1.000 0.139 -0.050 -0.006 -0.170 -0.118 -0.077 -0.169 0.324 -0.015 0.004 0.049 -0.237 -0.020 -0.222 0.001 0.060 0.174 0.006 0.008 -0.050 0.011 -0.012 0.029 | -| bplus_1 | 0.139 1.000 0.304 -0.039 0.055 -0.028 -0.061 0.042 0.078 -0.094 0.032 -0.095 -0.109 0.069 -0.192 -0.918 0.007 0.069 -0.009 -0.025 0.069 0.005 0.082 0.117 | -| rho_s | -0.050 0.304 1.000 0.022 -0.026 0.000 0.022 -0.034 -0.021 -0.046 -0.020 -0.003 0.212 -0.010 0.093 -0.360 -0.007 -0.013 0.001 0.009 -0.080 -0.016 0.376 0.051 | -| omega_s | -0.006 -0.039 0.022 1.000 -0.012 -0.008 -0.009 -0.015 0.004 0.016 -0.051 0.001 0.039 -0.002 -0.012 0.046 0.001 -0.000 -0.000 -0.001 -0.021 -0.006 0.757 -0.078 | -| p4040_s | -0.170 0.055 -0.026 -0.012 1.000 0.166 -0.079 0.097 -0.479 -0.030 0.010 -0.141 -0.163 0.032 -0.196 -0.036 0.072 -0.188 -0.009 -0.016 0.348 0.115 -0.004 0.061 | -| p4415_s | -0.118 -0.028 0.000 -0.008 0.166 1.000 0.004 0.300 -0.019 -0.020 0.007 -0.072 -0.020 0.023 -0.074 -0.029 0.023 0.018 -0.002 -0.008 0.237 0.011 0.002 0.041 | -| Dbar_p | -0.077 -0.061 0.022 -0.009 -0.079 0.004 1.000 -0.075 -0.025 -0.016 0.008 0.254 0.049 -0.069 -0.267 -0.041 0.143 -0.097 0.029 -0.012 -0.330 -0.111 0.007 0.039 | -| p4160_s | -0.169 0.042 -0.034 -0.015 0.097 0.300 -0.075 1.000 -0.117 -0.036 0.011 -0.063 -0.188 -0.031 -0.134 -0.031 0.039 0.305 -0.004 -0.007 0.271 0.025 -0.005 0.075 | -| p4160_p | 0.324 0.078 -0.021 0.004 -0.479 -0.019 -0.025 -0.117 1.000 0.011 -0.005 0.140 -0.003 -0.088 -0.139 0.022 -0.036 0.247 0.027 0.038 -0.352 -0.014 -0.008 -0.031 | -| phi_s | -0.015 -0.094 -0.046 0.016 -0.030 -0.020 -0.016 -0.036 0.011 1.000 0.413 0.006 0.094 -0.001 -0.015 0.103 0.023 0.002 -0.001 -0.001 -0.054 -0.010 -0.006 0.048 | -| phi_p | 0.004 0.032 -0.020 -0.051 0.010 0.007 0.008 0.011 -0.005 0.413 1.000 -0.007 -0.030 -0.001 0.003 -0.041 -0.029 -0.001 0.001 0.001 0.009 0.003 -0.021 0.096 | -| p3770_p | 0.049 -0.095 -0.003 0.001 -0.141 -0.072 0.254 -0.063 0.140 0.006 -0.007 1.000 0.052 -0.034 0.063 0.054 -0.046 0.121 0.058 0.048 -0.201 -0.312 -0.004 -0.020 | -| bplus_2 | -0.237 -0.109 0.212 0.039 -0.163 -0.020 0.049 -0.188 -0.003 0.094 -0.030 0.052 1.000 -0.072 0.261 -0.124 -0.275 0.018 0.006 0.026 -0.685 0.047 0.043 -0.227 | -| psi2s_p | -0.020 0.069 -0.010 -0.002 0.032 0.023 -0.069 -0.031 -0.088 -0.001 -0.001 -0.034 -0.072 1.000 -0.232 -0.002 0.044 -0.165 0.024 0.010 0.202 -0.381 -0.005 -0.004 | -| DDstar_p | -0.222 -0.192 0.093 -0.012 -0.196 -0.074 -0.267 -0.134 -0.139 -0.015 0.003 0.063 0.261 -0.232 1.000 -0.090 -0.285 -0.091 0.012 0.058 0.022 -0.032 0.021 0.036 | -| bplus_0 | 0.001 -0.918 -0.360 0.046 -0.036 -0.029 -0.041 -0.031 0.022 0.103 -0.041 0.054 -0.124 -0.002 -0.090 1.000 0.135 -0.008 -0.001 -0.006 0.041 -0.009 -0.096 -0.152 | -| jpsi_p | 0.060 0.007 -0.007 0.001 0.072 0.023 0.143 0.039 -0.036 0.023 -0.029 -0.046 -0.275 0.044 -0.285 0.135 1.000 -0.076 0.051 0.043 0.291 -0.056 -0.017 -0.092 | -| p4040_p | 0.174 0.069 -0.013 -0.000 -0.188 0.018 -0.097 0.305 0.247 0.002 -0.001 0.121 0.018 -0.165 -0.091 -0.008 -0.076 1.000 0.018 0.023 -0.270 -0.047 -0.005 -0.010 | -| Dbar_s | 0.006 -0.009 0.001 -0.000 -0.009 -0.002 0.029 -0.004 0.027 -0.001 0.001 0.058 0.006 0.024 0.012 -0.001 0.051 0.018 1.000 -0.001 -0.009 0.026 0.001 0.003 | -| DDstar_s | 0.008 -0.025 0.009 -0.001 -0.016 -0.008 -0.012 -0.007 0.038 -0.001 0.001 0.048 0.026 0.010 0.058 -0.006 0.043 0.023 -0.001 1.000 -0.007 0.029 0.003 0.004 | -| Ctt | -0.050 0.069 -0.080 -0.021 0.348 0.237 -0.330 0.271 -0.352 -0.054 0.009 -0.201 -0.685 0.202 0.022 0.041 0.291 -0.270 -0.009 -0.007 1.000 -0.120 -0.015 0.108 | -| p3770_s | 0.011 0.005 -0.016 -0.006 0.115 0.011 -0.111 0.025 -0.014 -0.010 0.003 -0.312 0.047 -0.381 -0.032 -0.009 -0.056 -0.047 0.026 0.029 -0.120 1.000 -0.005 0.015 | -| omega_p | -0.012 0.082 0.376 0.757 -0.004 0.002 0.007 -0.005 -0.008 -0.006 -0.021 -0.004 0.043 -0.005 0.021 -0.096 -0.017 -0.005 0.001 0.003 -0.015 -0.005 1.000 0.100 | -| rho_p | 0.029 0.117 0.051 -0.078 0.061 0.041 0.039 0.075 -0.031 0.048 0.096 -0.020 -0.227 -0.004 0.036 -0.152 -0.092 -0.010 0.003 0.004 0.108 0.015 0.100 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19933216230640216}), (, {'error': 0.06135156064457559}), (, {'error': 0.322511791556344}), (, {'error': 1.6824061234875498}), (, {'error': 0.1747400197477051}), (, {'error': 0.19118745956504407}), (, {'error': 0.3231995866803423}), (, {'error': 0.16936099060978016}), (, {'error': 0.10542296252591576}), (, {'error': 0.9332671540911193}), (, {'error': 0.1667147777514737}), (, {'error': 0.08736877439085133}), (, {'error': 0.0916541207386743}), (, {'error': 0.03218398119843169}), (, {'error': 0.38075413954693804}), (, {'error': 0.03138768900283073}), (, {'error': 0.025294763621537264}), (, {'error': 0.20618526986333752}), (, {'error': 0.022119150976192437}), (, {'error': 0.028296994453002433}), (, {'error': 0.22346099796242458}), (, {'error': 0.2280101556200571}), (, {'error': 0.275787288911284}), (, {'error': 0.34540177802612115})]) -Toy 25/25 -Time taken: 2 h, 18 min -Projected time left: -20/25 fits converged -Mean Ctt value = -0.5905156964468865 -Mean Ctt error = 0.18760210268855604 -95 Sensitivy = 0.0002956342110386072 -Simulation ended diff --git a/finished fits/ff_3data1/finished/2247887/__pycache__/helperfunctions.cpython-37.pyc b/finished fits/ff_3data1/finished/2247887/__pycache__/helperfunctions.cpython-37.pyc deleted file mode 100644 index 09b3469..0000000 --- a/finished fits/ff_3data1/finished/2247887/__pycache__/helperfunctions.cpython-37.pyc 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a/finished fits/ff_3data1/finished/2247887/data/results/Ctt_list.pkl +++ /dev/null Binary files differ diff --git a/finished fits/ff_3data1/finished/2247887/helperfunctions.py b/finished fits/ff_3data1/finished/2247887/helperfunctions.py deleted file mode 100644 index 88e120f..0000000 --- a/finished fits/ff_3data1/finished/2247887/helperfunctions.py +++ /dev/null @@ -1,33 +0,0 @@ -# some helperfunctions - -import matplotlib -matplotlib.use("agg") -import matplotlib.pyplot as plt - -#Dislpay time (e.g. while generating points) - -display_intervals = ( - ('w', 604800), # 60 * 60 * 24 * 7 - ('d', 86400), # 60 * 60 * 24 - ('h', 3600), # 60 * 60 - ('min', 60), - ('s', 1), - ) - -def display_time(seconds, granularity=2): - result = [] - - for name, count in display_intervals: - value = seconds // count - if value: - seconds -= value * count - if value == 1: - name = name.rstrip('s') - result.append("{} {}".format(value, name)) - return ', '.join(result[:granularity]) - -def prepare_plot(title): - plt.title(title) - plt.grid() - plt.legend(loc = 'best') - plt.xlabel("q") diff --git a/finished fits/ff_3data1/finished/2247887/pdg_const.py b/finished fits/ff_3data1/finished/2247887/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff_3data1/finished/2247887/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff_3data1/finished/2247887/raremodel-nb1.py b/finished fits/ff_3data1/finished/2247887/raremodel-nb1.py deleted file mode 100644 index 167cb1c..0000000 --- a/finished fits/ff_3data1/finished/2247887/raremodel-nb1.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[1]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[2]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[3]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[4]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[5]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[6]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[7]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[8]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[9]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[10]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[11]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[12]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[13]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[14]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[15]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[16]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[17]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[18]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[19]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[20]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[21]: - - -# zfit.settings.set_verbosity(10) - - -# In[22]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[23]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[24]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[25]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[26]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[27]: - - -# jpsi_width - - -# In[28]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[29]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[30]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[31]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[32]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[33]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[34]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[35]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[36]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[37]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014/3.) - sigma2 = ztf.constant(0.128/3.) - sigma3 = ztf.constant(0.548/3.) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[38]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[39]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[40]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[41]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[42]: - - -plt.hist(tot_sam, 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fits/ff_3data1/finished/2247888/pdg_const.py b/finished fits/ff_3data1/finished/2247888/pdg_const.py deleted file mode 100644 index 6fa2347..0000000 --- a/finished fits/ff_3data1/finished/2247888/pdg_const.py +++ /dev/null @@ -1,154 +0,0 @@ -pdg = { - - - ###Particle masses### - - "mbstar" : 5415.4, - "mbstar0" : 5711.0, - "B0_M" : 5279.5, - "Bs_M" : 5366.7, - "Bplus_M" : 5279.3, - "Lb_M" : 5619.4, - "D0_M" : 1864.8, - "Dst_M" : 2010, - "pi_M" : 139.6, - "Jpsi_M" : 3096.9, - "Psi2s_M" : 3685.6, - "kaon_M" : 493.7, - "Ks_M" : 497.6, - "phi_M" : 1019.5, - "rho_M" : 775.26, - "rho_width" : 149.1, - "omega_M" : 782.65, - "omega_width" : 8.49, - - "muon_M" : 105.7, - "tau_M": 1776.86, - - "squark_M" : 95.0, - "bquark_M" : 4180.0, - "cquark_M" : 1275.0, - - "Bplus_tau" : 1.638e-12, - - ###Wilson coefficients### - - "C1" : -0.257, - "C2" : 1.009, - "C3" : -0.005, - "C4" : -0.078, - - "C7eff" : -0.306, - "C9eff" : 4.211, - "C10eff" : -4.103, - -# "C7eff": 0.0, -# "C9eff": 0.0, -# "C10eff": 0.0, - - ###Other constants - - "GF" : 1.1663787e-5, - "alpha_ew" : 1.0/137.0, - "Vts" : 0.0394, - "Vtb" : 1.019, - "number_of_decays": 5404696, - - #Formfactor z coefficients - - #"b0" : [0.285, 0.19, -0.17], - #"bplus" : [0.437, -1.41, -2.5], - #"bT" : [0.440, -1.47, -2.7] - - "b0" : [0.292, 0.281, 0.150], - "bplus" : [0.466, -0.885, -0.213], - "bT" : [0.460, -1.089, -1.114], - - "NR_BR": 4.37e-7, - "NR_auc": 0.00133, - - #Resonances format(mass, width, phase, scale) - - # pre scaling - -# "rho": (775.26, 149.0, -0.35, 1.0), - -# "omega": (782.7, 8.5, 0.26, 1.0), - -# "phi": (1019.46, 4.25, 0.5, 1.0), - -# "jpsi": (3096.0, 0.09, -1.5, 2e-2), -# "jpsi_auc": 0.2126825758464027, - -# "psi2s": (3686.0, 0.3, -1.5, 3.14e-3), -# "psi2s_auc": 2.802257483178487e-10, - -# "p3770": (3773.0, 27.2, -2.13, 1.0e-3), - -# "p4040": (4039.0, 80.0, -2.52, 2.0), - -# "p4160": (4191.0, 70.0, -1.9, 2.2), - -# "p4415": (4421.0, 62.0, -2.52, 1.0), - - - # after scaling - - - "rho": (743.2, 149.0, -0.22, 1.05), - - "omega": (782.7, 8.5, 0.38, 6.8), - - "phi": (1013.5, 4.25, 0.62, 19.2), - - "jpsi": (3096.1, 0.09, 1.63, 9897.0), - "jpsi_auc": 0.2126825758464027, - "jpsi_phase_unc": 0.05, - - "psi2s": (3686.0, 0.3, 1.8, 1396.0), - "psi2s_auc": 0.0151332263, - "psi2s_phase_unc": 0.1, - - "p3770": (3773.0, 27.2, -2.95, 2.5), - - "p4040": (4039.0, 80.0, -2.75, 1.01), - - "p4160": (4191.0, 70.0, -2.28, 2.2), - - "p4415": (4421.0, 62.0, -2.31, 1.24), - - - # zeroing resonances - -# "rho": (775.26, 149.0, -0.35, 0.0), -# "omega": (782.7, 8.5, 0.26, 0.0), -# "phi": (1019.46, 4.25, 0.5, 0.0), -# "jpsi": (3096.0, 0.09, -1.5, 0.0), -# "psi2s": (3686.0, 0.3, -1.5, 0.0), -# "p3770": (3773.0, 27.2, -2.13, 0.0), -# "p4040": (4039.0, 80.0, -2.52, 0.0), -# "p4160": (4147.0, 22.0, -1.9, 0.0), -# "p4415": (4421.0, 62.0, -2.52, 0.0), - - # 2P contributions format(mass, amp, phase) - -# "D_bar": ( - - #general - - "rho_BR": 1.7e-10, - "omega_BR": 4.9e-10, - "phi_BR": 2.5e-9, - "jpsi_BR": 6.02e-5, - "psi2s_BR": 4.97e-6, - "p3770_BR": 1.38e-9, - "p4040_BR": 4.2e-10, - "p4160_BR": 2.6e-9, - "p4415_BR": 6.1e-10, - -# Estimates - "Dbar_scale": 1.46, #with phase = pi - - "DDstar_scale": 2.41, #with phase = pi - - } diff --git a/finished fits/ff_3data1/finished/2247888/raremodel-nb1.py b/finished fits/ff_3data1/finished/2247888/raremodel-nb1.py deleted file mode 100644 index 167cb1c..0000000 --- a/finished fits/ff_3data1/finished/2247888/raremodel-nb1.py +++ /dev/null @@ -1,1554 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Import - -# In[1]: - - -import os - -# os.environ["CUDA_VISIBLE_DEVICES"] = "-1" - -import numpy as np -from pdg_const import pdg -import matplotlib -import matplotlib.pyplot as plt -import pickle as pkl -import sys -import time -from helperfunctions import display_time, prepare_plot -import cmath as c -import scipy.integrate as integrate -from scipy.optimize import fminbound -from array import array as arr -import collections -from itertools import compress -import tensorflow as tf -import zfit -from zfit import ztf -# from IPython.display import clear_output -import os -import tensorflow_probability as tfp -tfd = tfp.distributions - - -# In[2]: - - -# chunksize = 10000 -# zfit.run.chunking.active = True -# zfit.run.chunking.max_n_points = chunksize - - -# # Build model and graphs -# ## Create graphs - -# In[ ]: - - - - - -# In[3]: - - -def formfactor(q2, subscript, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): #returns real value - #check if subscript is viable - - if subscript != "0" and subscript != "+" and subscript != "T": - raise ValueError('Wrong subscript entered, choose either 0, + or T') - - #get constants - - mK = ztf.constant(pdg['Ks_M']) - mbstar0 = ztf.constant(pdg["mbstar0"]) - mbstar = ztf.constant(pdg["mbstar"]) - - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #N comes from derivation in paper - - N = 3 - - #some helperfunctions - - tpos = (mB - mK)**2 - tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2 - - z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero) - z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero) - z = tf.divide(z_oben, z_unten) - - #calculate f0 - - if subscript == "0": - prefactor = 1/(1 - q2/(mbstar0**2)) - _sum = 0 - b0 = [b0_0, b0_1, b0_2] - - for i in range(N): - _sum += b0[i]*(tf.pow(z,i)) - - return ztf.to_complex(prefactor * _sum) - - #calculate f+ or fT - - else: - prefactor = 1/(1 - q2/(mbstar**2)) - _sum = 0 - - if subscript == "T": - bT = [bT_0, bT_1, bT_2] - for i in range(N): - _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - else: - bplus = [bplus_0, bplus_1, bplus_2] - for i in range(N): - _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N)) - - return ztf.to_complex(prefactor * _sum) - -def resonance(q, _mass, width, phase, scale): - - q2 = tf.pow(q, 2) - - mmu = ztf.constant(pdg['muon_M']) - - p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2)) - - p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2) - - gamma_j = tf.divide(p, q) * _mass * width / p0 - - #Calculate the resonance - - _top = tf.complex(_mass * width, ztf.constant(0.0)) - - _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j) - - com = _top/_bottom - - #Rotate by the phase - - r = ztf.to_complex(scale*tf.abs(com)) - - _phase = tf.angle(com) - - _phase += phase - - com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase)) - - return com - - -def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C10eff = ztf.constant(pdg['C10eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - q2 = tf.pow(q, 2) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2. * (mB**2. * mK**2. + mK**2. * q2 + mB**2. * q2) / mB**2.) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.) - - #left term in bracket - - bracket_left = 2./3. * tf.pow(kabs,2) * tf.pow(beta,2) * tf.pow(tf.abs(ztf.to_complex(C10eff)*formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - #middle term in bracket - - _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.) - - _under = q2 * mB**2. - - bracket_middle = _top/_under *tf.pow(tf.abs(ztf.to_complex(C10eff) * formfactor(q2, "0", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)), 2) - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * (bracket_left + bracket_middle) * 2 * q - -def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2): - - q2 = tf.pow(q, 2) - - GF = ztf.constant(pdg['GF']) - alpha_ew = ztf.constant(pdg['alpha_ew']) - Vtb = ztf.constant(pdg['Vtb']) - Vts = ztf.constant(pdg['Vts']) - C7eff = ztf.constant(pdg['C7eff']) - - mmu = ztf.constant(pdg['muon_M']) - mb = ztf.constant(pdg['bquark_M']) - ms = ztf.constant(pdg['squark_M']) - mK = ztf.constant(pdg['Ks_M']) - mB = ztf.constant(pdg['Bplus_M']) - - #Some helperfunctions - - beta = 1. - 4. * mmu**2. / q2 - - kabs = ztf.sqrt(mB**2. + tf.pow(q2, 2)/mB**2. + mK**4./mB**2. - 2 * (mB**2 * mK**2 + mK**2 * q2 + mB**2 * q2) / mB**2) - - #prefactor in front of whole bracket - - prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.) - - #right term in bracket - - prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta) - - abs_bracket = tf.pow(tf.abs(c9eff(q, funcs) * formfactor(q2, "+", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) + ztf.to_complex(2.0 * C7eff * (mb + ms)/(mB + mK)) * formfactor(q2, "T", b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)),2) - - bracket_right = prefactor2 * abs_bracket - - #Note sqrt(q2) comes from derivation as we use q2 and plot q - - return prefactor1 * bracket_right * 2 * q - -def c9eff(q, funcs): - - C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff'])) - - c9 = C9eff_nr + funcs - - return c9 - - -# In[4]: - - -def G(y): - - def inner_rect_bracket(q): - return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) - - def inner_right(q): - return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q)))) - - big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y)) - - return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket - -def h_S(m, q): - - return ztf.to_complex(2) - G(ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) - -def h_P(m, q): - - return ztf.to_complex(2/3) + (ztf.to_complex(1) - ztf.to_complex(4*tf.pow(m, 2)) / ztf.to_complex(tf.pow(q, 2))) * h_S(m,q) - -def two_p_ccbar(mD, m_D_bar, m_D_star, q): - - - #Load constants - nu_D_bar = ztf.to_complex(pdg["nu_D_bar"]) - nu_D = ztf.to_complex(pdg["nu_D"]) - nu_D_star = ztf.to_complex(pdg["nu_D_star"]) - - phase_D_bar = ztf.to_complex(pdg["phase_D_bar"]) - phase_D = ztf.to_complex(pdg["phase_D"]) - phase_D_star = ztf.to_complex(pdg["phase_D_star"]) - - #Calculation - left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) - - right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) - - right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) - - return left_part + right_part_D + right_part_D_star - - -# ## Build pdf - -# In[5]: - - -class total_pdf(zfit.pdf.ZPDF): - _N_OBS = 1 # dimension, can be omitted - _PARAMS = ['b0_0', 'b0_1', 'b0_2', - 'bplus_0', 'bplus_1', 'bplus_2', - 'bT_0', 'bT_1', 'bT_2', - 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width', - 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width', - 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width', - 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width', - 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width', - 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width', - 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width', - 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width', - 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width', - 'Dbar_mass', 'Dbar_scale', 'Dbar_phase', - 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass', - 'tau_mass', 'C_tt'] -# the name of the parameters - - def _unnormalized_pdf(self, x): - - x = x.unstack_x() - - b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']] - bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']] - bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']] - - def rho_res(q): - return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'], - phase = self.params['rho_phase'], width = self.params['rho_width']) - - def omega_res(q): - return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'], - phase = self.params['omega_phase'], width = self.params['omega_width']) - - def phi_res(q): - return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'], - phase = self.params['phi_phase'], width = self.params['phi_width']) - - def jpsi_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], - scale = self.params['jpsi_scale'], - phase = self.params['jpsi_phase'], - width = self.params['jpsi_width']) - def psi2s_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], - scale = self.params['psi2s_scale'], - phase = self.params['psi2s_phase'], - width = self.params['psi2s_width']) - def p3770_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], - scale = self.params['p3770_scale'], - phase = self.params['p3770_phase'], - width = self.params['p3770_width']) - - def p4040_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], - scale = self.params['p4040_scale'], - phase = self.params['p4040_phase'], - width = self.params['p4040_width']) - - def p4160_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], - scale = self.params['p4160_scale'], - phase = self.params['p4160_phase'], - width = self.params['p4160_width']) - - def p4415_res(q): - return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], - scale = self.params['p4415_scale'], - phase = self.params['p4415_phase'], - width = self.params['p4415_width']) - - def P2_D(q): - Dbar_contrib = ztf.to_complex(self.params['Dbar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['Dbar_phase']))*ztf.to_complex(h_S(self.params['Dbar_mass'], q)) - DDstar_contrib = ztf.to_complex(self.params['DDstar_scale'])*tf.exp(tf.complex(ztf.constant(0.0), self.params['DDstar_phase']))*(ztf.to_complex(h_P(self.params['Dstar_mass'], q)) + ztf.to_complex(h_P(self.params['D_mass'], q))) - return Dbar_contrib + DDstar_contrib - - def ttau_cusp(q): - return ztf.to_complex(self.params['C_tt'])*(ztf.to_complex((h_S(self.params['tau_mass'], q))) - ztf.to_complex(h_P(self.params['tau_mass'], q))) - - - funcs = rho_res(x) + omega_res(x) + phi_res(x) + jpsi_res(x) + psi2s_res(x) + p3770_res(x) + p4040_res(x)+ p4160_res(x) + p4415_res(x) + P2_D(x) + ttau_cusp(x) - - vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2) - - tot = vec_f + axiv_nr - - #Cut out jpsi and psi2s - - tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot) - - tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot) - - return tot - - -# ## Setup parameters - -# In[6]: - - -# formfactors - -b0_0 = zfit.Parameter("b0_0", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_1 = zfit.Parameter("b0_1", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -b0_2 = zfit.Parameter("b0_2", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - -bplus_0 = zfit.Parameter("bplus_0", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0) -bplus_1 = zfit.Parameter("bplus_1", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0) -bplus_2 = zfit.Parameter("bplus_2", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0) - -bT_0 = zfit.Parameter("bT_0", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_1 = zfit.Parameter("bT_1", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) -bT_2 = zfit.Parameter("bT_2", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0) - - -#rho - -rho_mass, rho_width, rho_phase, rho_scale = pdg["rho"] - -rho_m = zfit.Parameter("rho_m", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width) -rho_w = zfit.Parameter("rho_w", ztf.constant(rho_width), floating = False) -rho_p = zfit.Parameter("rho_p", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -rho_s = zfit.Parameter("rho_s", ztf.constant(rho_scale), lower_limit=rho_scale-np.sqrt(rho_scale), upper_limit=rho_scale+np.sqrt(rho_scale)) - -#omega - -omega_mass, omega_width, omega_phase, omega_scale = pdg["omega"] - -omega_m = zfit.Parameter("omega_m", ztf.constant(omega_mass), floating = False) -omega_w = zfit.Parameter("omega_w", ztf.constant(omega_width), floating = False) -omega_p = zfit.Parameter("omega_p", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -omega_s = zfit.Parameter("omega_s", ztf.constant(omega_scale), lower_limit=omega_scale-np.sqrt(omega_scale), upper_limit=omega_scale+np.sqrt(omega_scale)) - - -#phi - -phi_mass, phi_width, phi_phase, phi_scale = pdg["phi"] - -phi_m = zfit.Parameter("phi_m", ztf.constant(phi_mass), floating = False) -phi_w = zfit.Parameter("phi_w", ztf.constant(phi_width), floating = False) -phi_p = zfit.Parameter("phi_p", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -phi_s = zfit.Parameter("phi_s", ztf.constant(phi_scale), lower_limit=phi_scale-np.sqrt(phi_scale), upper_limit=phi_scale+np.sqrt(phi_scale)) - -#jpsi - -jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"] - -jpsi_m = zfit.Parameter("jpsi_m", ztf.constant(jpsi_mass), floating = False) -jpsi_w = zfit.Parameter("jpsi_w", ztf.constant(jpsi_width), floating = False) -jpsi_p = zfit.Parameter("jpsi_p", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -jpsi_s = zfit.Parameter("jpsi_s", ztf.constant(jpsi_scale), floating = False) #, lower_limit=jpsi_scale-np.sqrt(jpsi_scale), upper_limit=jpsi_scale+np.sqrt(jpsi_scale)) - -#psi2s - -psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"] - -psi2s_m = zfit.Parameter("psi2s_m", ztf.constant(psi2s_mass), floating = False) -psi2s_w = zfit.Parameter("psi2s_w", ztf.constant(psi2s_width), floating = False) -psi2s_p = zfit.Parameter("psi2s_p", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -psi2s_s = zfit.Parameter("psi2s_s", ztf.constant(psi2s_scale), floating = False) #, lower_limit=psi2s_scale-np.sqrt(psi2s_scale), upper_limit=psi2s_scale+np.sqrt(psi2s_scale)) - -#psi(3770) - -p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg["p3770"] - -p3770_m = zfit.Parameter("p3770_m", ztf.constant(p3770_mass), floating = False) -p3770_w = zfit.Parameter("p3770_w", ztf.constant(p3770_width), floating = False) -p3770_p = zfit.Parameter("p3770_p", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p3770_s = zfit.Parameter("p3770_s", ztf.constant(p3770_scale), lower_limit=p3770_scale-np.sqrt(p3770_scale), upper_limit=p3770_scale+np.sqrt(p3770_scale)) - -#psi(4040) - -p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg["p4040"] - -p4040_m = zfit.Parameter("p4040_m", ztf.constant(p4040_mass), floating = False) -p4040_w = zfit.Parameter("p4040_w", ztf.constant(p4040_width), floating = False) -p4040_p = zfit.Parameter("p4040_p", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4040_s = zfit.Parameter("p4040_s", ztf.constant(p4040_scale), lower_limit=p4040_scale-np.sqrt(p4040_scale), upper_limit=p4040_scale+np.sqrt(p4040_scale)) - -#psi(4160) - -p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg["p4160"] - -p4160_m = zfit.Parameter("p4160_m", ztf.constant(p4160_mass), floating = False) -p4160_w = zfit.Parameter("p4160_w", ztf.constant(p4160_width), floating = False) -p4160_p = zfit.Parameter("p4160_p", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4160_s = zfit.Parameter("p4160_s", ztf.constant(p4160_scale), lower_limit=p4160_scale-np.sqrt(p4160_scale), upper_limit=p4160_scale+np.sqrt(p4160_scale)) - -#psi(4415) - -p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg["p4415"] - -p4415_m = zfit.Parameter("p4415_m", ztf.constant(p4415_mass), floating = False) -p4415_w = zfit.Parameter("p4415_w", ztf.constant(p4415_width), floating = False) -p4415_p = zfit.Parameter("p4415_p", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi) -p4415_s = zfit.Parameter("p4415_s", ztf.constant(p4415_scale), lower_limit=p4415_scale-np.sqrt(p4415_scale), upper_limit=p4415_scale+np.sqrt(p4415_scale)) - - -# ## Dynamic generation of 2 particle contribution - -# In[7]: - - -m_c = 1300 - -Dbar_phase = 0.0 -DDstar_phase = 0.0 -Dstar_mass = pdg['Dst_M'] -Dbar_mass = pdg['D0_M'] -D_mass = pdg['D0_M'] - -Dbar_s = zfit.Parameter("Dbar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3) -Dbar_m = zfit.Parameter("Dbar_m", ztf.constant(Dbar_mass), floating = False) -Dbar_p = zfit.Parameter("Dbar_p", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) -DDstar_s = zfit.Parameter("DDstar_s", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False) -Dstar_m = zfit.Parameter("Dstar_m", ztf.constant(Dstar_mass), floating = False) -D_m = zfit.Parameter("D_m", ztf.constant(D_mass), floating = False) -DDstar_p = zfit.Parameter("DDstar_p", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False) - - -# ## Tau parameters - -# In[8]: - - -tau_m = zfit.Parameter("tau_m", ztf.constant(pdg['tau_M']), floating = False) -Ctt = zfit.Parameter("Ctt", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5) - - -# ## Load data - -# In[9]: - - -x_min = 2*pdg['muon_M'] -x_max = (pdg["Bplus_M"]-pdg["Ks_M"]-0.1) - -# # Full spectrum - -obs_toy = zfit.Space('q', limits = (x_min, x_max)) - -# Jpsi and Psi2s cut out - -obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.)) -obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.)) -obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max)) - -obs_fit = obs1 + obs2 + obs3 - -# with open(r"./data/slim_points/slim_points_toy_0_range({0}-{1}).pkl".format(int(x_min), int(x_max)), "rb") as input_file: -# part_set = pkl.load(input_file) - -# x_part = part_set['x_part'] - -# x_part = x_part.astype('float64') - -# data = zfit.data.Data.from_numpy(array=x_part, obs=obs) - - -# ## Setup pdf - -# In[10]: - - -total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w, - psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w, - p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w, - p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w, - p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w, - p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w, - rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w, - omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w, - phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w, - Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m, - Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p, - tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2, - bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2, - bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2) - -# print(total_pdf.obs) - -# print(calcs_test) - -# for param in total_f.get_dependents(): -# print(zfit.run(param)) - - -# In[11]: - - -total_f_fit.normalization(obs_toy) - - -# ## Test if graphs actually work and compute values - -# In[12]: - - -# def total_test_tf(xq): - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# def psi2s_res(q): -# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w) - -# def cusp(q): -# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s) - -# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq) - -# vec_f = vec(xq, funcs) - -# axiv_nr = axiv_nonres(xq) - -# tot = vec_f + axiv_nr - -# return tot - -# def jpsi_res(q): -# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w) - -# calcs = zfit.run(total_test_tf(x_part)) - -test_q = np.linspace(x_min, x_max, int(2e6)) - -probs = total_f.pdf(test_q, norm_range=False) - -calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) -# b0 = [b0_0, b0_1, b0_2] -# bplus = [bplus_0, bplus_1, bplus_2] -# bT = [bT_0, bT_1, bT_2] -# f0_y = zfit.run(tf.math.real(formfactor(test_q,"0", b0, bplus, bT))) -# fplus_y = zfit.run(tf.math.real(formfactor(test_q,"+", b0, bplus, bT))) -# fT_y = zfit.run(tf.math.real(formfactor(test_q,"T", b0, bplus, bT))) - - -# In[13]: - - -plt.clf() -# plt.plot(x_part, calcs, '.') -plt.plot(test_q, calcs_test, label = 'pdf') -# plt.plot(test_q, f0_y, label = '0') -# plt.plot(test_q, fT_y, label = 'T') -# plt.plot(test_q, fplus_y, label = '+') -# plt.plot(test_q, res_y, label = 'res') -plt.legend() -# plt.ylim(0.0, 1.5e-6) -# plt.yscale('log') -# plt.xlim(770, 785) -plt.savefig('test.png') -# print(jpsi_width) - - -# In[14]: - - - - -# probs = mixture.prob(test_q) -# probs_np = zfit.run(probs) -# probs_np *= np.max(calcs_test) / np.max(probs_np) -# plt.figure() -# plt.semilogy(test_q, probs_np,label="importance sampling") -# plt.semilogy(test_q, calcs_test, label = 'pdf') - - -# In[15]: - - -# 0.213/(0.00133+0.213+0.015) - - -# ## Adjust scaling of different parts - -# In[16]: - - -total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# inte = total_f.integrate(limits = (950., 1050.), norm_range=False) -# inte_fl = zfit.run(inte) -# print(inte_fl/4500) -# print(pdg["jpsi_BR"]/pdg["NR_BR"], inte_fl*pdg["psi2s_auc"]/pdg["NR_auc"]) - - -# In[17]: - - -# # print("jpsi:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["jpsi"][3]*np.sqrt(pdg["jpsi_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# # print("psi2s:", inte_fl) -# # print("Increase am by factor:", np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# # print("New amp:", pdg["psi2s"][3]*np.sqrt(pdg["psi2s_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - -# name = "phi" - -# print(name+":", inte_fl) -# print("Increase am by factor:", np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) -# print("New amp:", pdg[name][0]*np.sqrt(pdg[name+"_BR"]/pdg["NR_BR"]*pdg["NR_auc"]/inte_fl)) - - -# print(x_min) -# print(x_max) -# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None) -# total_f.update_integration_options(mc_sampler=lambda dim, num_results, -# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype), -# draws_per_dim=1000000) -# # _ = [] - -# # for i in range(10): - -# # inte = total_f.integrate(limits = (x_min, x_max)) -# # inte_fl = zfit.run(inte) -# # print(inte_fl) -# # _.append(inte_fl) - -# # print("mean:", np.mean(_)) - -# _ = time.time() - -# inte = total_f.integrate(limits = (x_min, x_max)) -# inte_fl = zfit.run(inte) -# print(inte_fl) -# print("Time taken: {}".format(display_time(int(time.time() - _)))) - -# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl) -# print(0.25**2*4.2/1000) - - -# # Sampling -# ## Mixture distribution for sampling - -# In[18]: - - - - -# print(list_of_borders[:9]) -# print(list_of_borders[-9:]) - - -class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin): - def __call__(self, limits, dtype, n_to_produce): - # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32) - low, high = limits.limit1d - low = tf.cast(low, dtype=dtype) - high = tf.cast(high, dtype=dtype) -# uniform = tfd.Uniform(low=low, high=high) -# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype)) -# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype)) - -# list_of_borders = [] -# _p = [] -# splits = 10 - -# _ = np.linspace(x_min, x_max, splits) - -# for i in range(splits): -# list_of_borders.append(tf.constant(_[i], dtype=dtype)) -# _p.append(tf.constant(1/splits, dtype=dtype)) - -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]), -# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], -# high=list_of_borders[-(splits-1):])) - mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype), - tf.constant(0.93, dtype=dtype), - tf.constant(0.05, dtype=dtype), - tf.constant(0.065, dtype=dtype), - tf.constant(0.04, dtype=dtype), - tf.constant(0.05, dtype=dtype)]), - components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), - tf.constant(3090, dtype=dtype), - tf.constant(3681, dtype=dtype), - tf.constant(3070, dtype=dtype), - tf.constant(1000, dtype=dtype), - tf.constant(3660, dtype=dtype)], - high=[tf.constant(x_max, dtype=dtype), - tf.constant(3102, dtype=dtype), - tf.constant(3691, dtype=dtype), - tf.constant(3110, dtype=dtype), - tf.constant(1040, dtype=dtype), - tf.constant(3710, dtype=dtype)])) -# dtype = tf.float64 -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype), -# tf.constant(0.90, dtype=dtype), -# tf.constant(0.02, dtype=dtype), -# tf.constant(0.07, dtype=dtype), -# tf.constant(0.02, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype)], -# high=[tf.constant(3089, dtype=dtype), -# tf.constant(3103, dtype=dtype), -# tf.constant(3681, dtype=dtype), -# tf.constant(3691, dtype=dtype), -# tf.constant(x_max, dtype=dtype)])) -# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - sample = mixture.sample((n_to_produce, 1)) -# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype) - weights = mixture.prob(sample)[:,0] -# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,)) - # sample = tf.expand_dims(sample, axis=-1) -# print(sample, weights) - -# weights = tf.ones(shape=(n_to_produce,), dtype=dtype) - weights_max = None - thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype) - return sample, thresholds, weights, weights_max, n_to_produce - - -# In[19]: - - -# total_f._sample_and_weights = UniformSampleAndWeights - - -# In[20]: - - -# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min) - - -# In[21]: - - -# zfit.settings.set_verbosity(10) - - -# In[22]: - - -# # zfit.run.numeric_checks = False - -# nr_of_toys = 1 -# nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -# event_stack = 1000000 -# # zfit.settings.set_verbosity(10) -# calls = int(nevents/event_stack + 1) - -# total_samp = [] - -# start = time.time() - -# sampler = total_f.create_sampler(n=event_stack) - -# for toy in range(nr_of_toys): - -# dirName = 'data/zfit_toys/toy_{0}'.format(toy) - -# if not os.path.exists(dirName): -# os.mkdir(dirName) -# print("Directory " , dirName , " Created ") - -# for call in range(calls): - -# sampler.resample(n=event_stack) -# s = sampler.unstack_x() -# sam = zfit.run(s) -# # clear_output(wait=True) - -# c = call + 1 - -# print("{0}/{1} of Toy {2}/{3}".format(c, calls, toy+1, nr_of_toys)) -# print("Time taken: {}".format(display_time(int(time.time() - start)))) -# print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - -# with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: -# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - -# In[23]: - - -# with open(r"data/zfit_toys/toy_0/0.pkl", "rb") as input_file: -# sam = pkl.load(input_file) -# print(sam[:10]) - -# with open(r"data/zfit_toys/toy_0/1.pkl", "rb") as input_file: -# sam2 = pkl.load(input_file) -# print(sam2[:10]) - -# print(np.sum(sam-sam2)) - - -# In[24]: - - -# print("Time to generate full toy: {} s".format(int(time.time()-start))) - -# total_samp = [] - -# for call in range(calls): -# with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: -# sam = pkl.load(input_file) -# total_samp = np.append(total_samp, sam) - -# total_samp = total_samp.astype('float64') - -# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - -# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs) - -# print(total_samp[:nevents].shape) - - -# In[25]: - - -# plt.clf() - -# bins = int((x_max-x_min)/7) - -# # calcs = zfit.run(total_test_tf(samp)) -# print(total_samp[:nevents].shape) - -# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data') -# # plt.plot(test_q, calcs_test*nevents , label = 'pdf') - -# # plt.plot(sam, calcs, '.') -# # plt.plot(test_q, calcs_test) -# # plt.yscale('log') -# plt.ylim(0, 200) -# # plt.xlim(3080, 3110) - -# plt.legend() - -# plt.savefig('test2.png') - - -# In[26]: - - -# sampler = total_f.create_sampler(n=nevents) -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max)) - -# # for param in pdf.get_dependents(): -# # param.set_value(initial_value) - -# sampler.resample(n=nevents) - -# # Randomise initial values -# # for param in pdf.get_dependents(): -# # param.set_value(random value here) - -# # Minimise the NLL -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10) -# minimum = minimizer.minimize(nll) - - -# In[27]: - - -# jpsi_width - - -# In[28]: - - -# plt.hist(sample, weights=1 / prob(sample)) - - -# # Fitting - -# In[29]: - - -# start = time.time() - -# for param in total_f.get_dependents(): -# param.randomize() - -# # for param in total_f.get_dependents(): -# # print(zfit.run(param)) - -# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max)) - -# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) -# # minimizer._use_tfgrad = False -# result = minimizer.minimize(nll) - -# # param_errors = result.error() - -# # for var, errors in param_errors.items(): -# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower'])) - -# print("Function minimum:", result.fmin) -# # print("Results:", result.params) -# print("Hesse errors:", result.hesse()) - - -# In[30]: - - -# print("Time taken for fitting: {}".format(display_time(int(time.time()-start)))) - -# # probs = total_f.pdf(test_q) - -# calcs_test = zfit.run(probs) -# res_y = zfit.run(jpsi_res(test_q)) - - -# In[31]: - - -# plt.clf() -# # plt.plot(x_part, calcs, '.') -# plt.plot(test_q, calcs_test, label = 'pdf') -# # plt.plot(test_q, res_y, label = 'res') -# plt.legend() -# plt.ylim(0.0, 10e-6) -# # plt.yscale('log') -# # plt.xlim(3080, 3110) -# plt.savefig('test3.png') -# # print(jpsi_width) - - -# In[32]: - - -# _tot = 4.37e-7+6.02e-5+4.97e-6 -# _probs = [] -# _probs.append(6.02e-5/_tot) -# _probs.append(4.97e-6/_tot) -# _probs.append(4.37e-7/_tot) -# print(_probs) - - -# In[33]: - - -# dtype = 'float64' -# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype)) -# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype), -# tf.constant(0.917, dtype=dtype), -# tf.constant(0.076, dtype=dtype)]), -# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), -# tf.constant(3080, dtype=dtype), -# tf.constant(3670, dtype=dtype)], -# high=[tf.constant(x_max, dtype=dtype), -# tf.constant(3112, dtype=dtype), -# tf.constant(3702, dtype=dtype)])) -# # for i in range(10): -# # print(zfit.run(mixture.prob(mixture.sample((10, 1))))) - - -# In[34]: - - -# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi) -# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi) - - -# In[35]: - - -# def jpsi_res(q): -# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale, -# phase = jpsi_phase, width = jpsi_width) - -# def psi2s_res(q): -# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale, -# phase = psi2s_phase, width = psi2s_width) - -# def p3770_res(q): -# return resonance(q, _mass = p3770_mass, scale = p3770_scale, -# phase = p3770_phase, width = p3770_width) - -# def p4040_res(q): -# return resonance(q, _mass = p4040_mass, scale = p4040_scale, -# phase = p4040_phase, width = p4040_width) - -# def p4160_res(q): -# return resonance(q, _mass = p4160_mass, scale = p4160_scale, -# phase = p4160_phase, width = p4160_width) - -# def p4415_res(q): -# return resonance(q, _mass = p4415_mass, scale = p4415_scale, -# phase = p4415_phase, width = p4415_width) - - -# In[36]: - - -# 0.15**2*4.2/1000 -# result.hesse() - - -# ## Constraints - -# In[37]: - - -# 1. Constraint - Real part of sum of Psi contrib and D contribs - -sum_list = [] - -sum_list.append(ztf.to_complex(jpsi_s) * tf.exp(tf.complex(ztf.constant(0.0), jpsi_p)) * ztf.to_complex(jpsi_w / (tf.pow(jpsi_m,3)))) -sum_list.append(ztf.to_complex(psi2s_s) * tf.exp(tf.complex(ztf.constant(0.0), psi2s_p)) * ztf.to_complex(psi2s_w / (tf.pow(psi2s_m,3)))) -sum_list.append(ztf.to_complex(p3770_s) * tf.exp(tf.complex(ztf.constant(0.0), p3770_p)) * ztf.to_complex(p3770_w / (tf.pow(p3770_m,3)))) -sum_list.append(ztf.to_complex(p4040_s) * tf.exp(tf.complex(ztf.constant(0.0), p4040_p)) * ztf.to_complex(p4040_w / (tf.pow(p4040_m,3)))) -sum_list.append(ztf.to_complex(p4160_s) * tf.exp(tf.complex(ztf.constant(0.0), p4160_p)) * ztf.to_complex(p4160_w / (tf.pow(p4160_m,3)))) -sum_list.append(ztf.to_complex(p4415_s) * tf.exp(tf.complex(ztf.constant(0.0), p4415_p)) * ztf.to_complex(p4415_w / (tf.pow(p4415_m,3)))) -sum_list.append(ztf.to_complex(DDstar_s) * tf.exp(tf.complex(ztf.constant(0.0), DDstar_p)) * (ztf.to_complex(1.0 / (10.0*tf.pow(Dstar_m,2)) + 1.0 / (10.0*tf.pow(D_m,2))))) -sum_list.append(ztf.to_complex(Dbar_s) * tf.exp(tf.complex(ztf.constant(0.0), Dbar_p)) * ztf.to_complex(1.0 / (6.0*tf.pow(Dbar_m,2)))) - -sum_ru_1 = ztf.to_complex(ztf.constant(0.0)) - -for part in sum_list: - sum_ru_1 += part - -sum_1 = tf.math.real(sum_ru_1) -# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), -# sigma = ztf.constant(2.2*10**-8)) - -constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.) - -# 2. Constraint - Abs. of sum of Psi contribs and D contribs - -sum_2 = tf.abs(sum_ru_1) -constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.) - -# 3. Constraint - Maximum eta of D contribs - -constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.) - -constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.) - -# 4. Constraint - Formfactor multivariant gaussian covariance fplus - -Cov_matrix = [[ztf.constant( 1.), ztf.constant( 0.45), ztf.constant( 0.19), ztf.constant(0.857), ztf.constant(0.598), ztf.constant(0.531), ztf.constant(0.752), ztf.constant(0.229), ztf.constant(0,117)], - [ztf.constant( 0.45), ztf.constant( 1.), ztf.constant(0.677), ztf.constant(0.708), ztf.constant(0.958), ztf.constant(0.927), ztf.constant(0.227), ztf.constant(0.443), ztf.constant(0.287)], - [ztf.constant( 0.19), ztf.constant(0.677), ztf.constant( 1.), ztf.constant(0.595), ztf.constant(0.770), ztf.constant(0.819),ztf.constant(-0.023), ztf.constant( 0.07), ztf.constant(0.196)], - [ztf.constant(0.857), ztf.constant(0.708), ztf.constant(0.595), ztf.constant( 1.), ztf.constant( 0.83), ztf.constant(0.766), ztf.constant(0.582), ztf.constant(0.237), ztf.constant(0.192)], - [ztf.constant(0.598), ztf.constant(0.958), ztf.constant(0.770), ztf.constant( 0.83), ztf.constant( 1.), ztf.constant(0.973), ztf.constant(0.324), ztf.constant(0.372), ztf.constant(0.272)], - [ztf.constant(0.531), ztf.constant(0.927), ztf.constant(0.819), ztf.constant(0.766), ztf.constant(0.973), ztf.constant( 1.), ztf.constant(0.268), ztf.constant(0.332), ztf.constant(0.269)], - [ztf.constant(0.752), ztf.constant(0.227),ztf.constant(-0.023), ztf.constant(0.582), ztf.constant(0.324), ztf.constant(0.268), ztf.constant( 1.), ztf.constant( 0.59), ztf.constant(0.515)], - [ztf.constant(0.229), ztf.constant(0.443), ztf.constant( 0.07), ztf.constant(0.237), ztf.constant(0.372), ztf.constant(0.332), ztf.constant( 0.59), ztf.constant( 1.), ztf.constant(0.897)], - [ztf.constant(0.117), ztf.constant(0.287), ztf.constant(0.196), ztf.constant(0.192), ztf.constant(0.272), ztf.constant(0.269), ztf.constant(0.515), ztf.constant(0.897), ztf.constant( 1.)]] - -def triGauss(val1,val2,val3,m = Cov_matrix): - - mean1 = ztf.constant(0.466) - mean2 = ztf.constant(-0.885) - mean3 = ztf.constant(-0.213) - sigma1 = ztf.constant(0.014/3.) - sigma2 = ztf.constant(0.128/3.) - sigma3 = ztf.constant(0.548/3.) - x1 = (val1-mean1)/sigma1 - x2 = (val2-mean2)/sigma2 - x3 = (val3-mean3)/sigma3 - rho12 = m[0][1] - rho13 = m[0][2] - rho23 = m[1][2] - w = x1*x1*(rho23*rho23-1) + x2*x2*(rho13*rho13-1)+x3*x3*(rho12*rho12-1)+2*(x1*x2*(rho12-rho13*rho23)+x1*x3*(rho13-rho12*rho23)+x2*x3*(rho23-rho12*rho13)) - d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1) - - fcn = -w/d - chisq = -2*fcn - return chisq - -constraint4 = triGauss(bplus_0, bplus_1, bplus_2) - -# mean1 = ztf.constant(0.466) -# mean2 = ztf.constant(-0.885) -# mean3 = ztf.constant(-0.213) -# sigma1 = ztf.constant(0.014) -# sigma2 = ztf.constant(0.128) -# sigma3 = ztf.constant(0.548) -# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.) -# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.) -# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.) - -# 5. Constraint - Abs. of sum of light contribs - -sum_list_5 = [] - -sum_list_5.append(rho_s*rho_w/rho_m) -sum_list_5.append(omega_s*omega_w/omega_m) -sum_list_5.append(phi_s*phi_w/phi_m) - - -sum_ru_5 = ztf.constant(0.0) - -for part in sum_list_5: - sum_ru_5 += part - -constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.) - -# 6. Constraint on phases of Jpsi and Psi2s for cut out fit - - -# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg["jpsi_phase_unc"]), -# sigma = ztf.constant(jpsi_phase)) -# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg["psi2s_phase_unc"]), -# sigma = ztf.constant(psi2s_phase)) - -constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg["jpsi_phase_unc"]),2)/ztf.constant(2.) -constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg["psi2s_phase_unc"]),2)/ztf.constant(2.) - -# 7. Constraint on Ctt with higher limits - -constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.) - -constraint7dtype = tf.float64 - -# zfit.run(constraint6_0) - -# ztf.convert_to_tensor(constraint6_0) - -#List of all constraints - -constraints = [constraint1, constraint2, constraint3_0, constraint3_1, constraint4, #constraint4_0, constraint4_1, constraint4_2, - constraint6_0, constraint6_1]#, constraint7] - - -# ## Reset params - -# In[38]: - - -def reset_param_values(): - jpsi_m.set_value(jpsi_mass) - jpsi_s.set_value(jpsi_scale) - jpsi_p.set_value(jpsi_phase) - jpsi_w.set_value(jpsi_width) - psi2s_m.set_value(psi2s_mass) - psi2s_s.set_value(psi2s_scale) - psi2s_p.set_value(psi2s_phase) - psi2s_w.set_value(psi2s_width) - p3770_m.set_value(p3770_mass) - p3770_s.set_value(p3770_scale) - p3770_p.set_value(p3770_phase) - p3770_w.set_value(p3770_width) - p4040_m.set_value(p4040_mass) - p4040_s.set_value(p4040_scale) - p4040_p.set_value(p4040_phase) - p4040_w.set_value(p4040_width) - p4160_m.set_value(p4160_mass) - p4160_s.set_value(p4160_scale) - p4160_p.set_value(p4160_phase) - p4160_w.set_value(p4160_width) - p4415_m.set_value(p4415_mass) - p4415_s.set_value(p4415_scale) - p4415_p.set_value(p4415_phase) - p4415_w.set_value(p4415_width) - rho_m.set_value(rho_mass) - rho_s.set_value(rho_scale) - rho_p.set_value(rho_phase) - rho_w.set_value(rho_width) - omega_m.set_value(omega_mass) - omega_s.set_value(omega_scale) - omega_p.set_value(omega_phase) - omega_w.set_value(omega_width) - phi_m.set_value(phi_mass) - phi_s.set_value(phi_scale) - phi_p.set_value(phi_phase) - phi_w.set_value(phi_width) - Dstar_m.set_value(Dstar_mass) - DDstar_s.set_value(0.0) - DDstar_p.set_value(0.0) - D_m.set_value(D_mass) - Dbar_m.set_value(Dbar_mass) - Dbar_s.set_value(0.0) - Dbar_p.set_value(0.0) - tau_m.set_value(pdg['tau_M']) - Ctt.set_value(0.0) - b0_0.set_value(0.292) - b0_1.set_value(0.281) - b0_2.set_value(0.150) - bplus_0.set_value(0.466) - bplus_1.set_value(-0.885) - bplus_2.set_value(-0.213) - bT_0.set_value(0.460) - bT_1.set_value(-1.089) - bT_2.set_value(-1.114) - - -# # Analysis - -# In[39]: - - -# zfit.run.numeric_checks = False - -fitting_range = 'cut' -total_BR = 1.7e-10 + 4.9e-10 + 2.5e-9 + 6.02e-5 + 4.97e-6 + 1.38e-9 + 4.2e-10 + 2.6e-9 + 6.1e-10 + 4.37e-7 -cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR - -Ctt_list = [] -Ctt_error_list = [] - -nr_of_toys = 25 -if fitting_range == 'cut': - nevents = int(pdg["number_of_decays"]*cut_BR) -else: - nevents = int(pdg["number_of_decays"]) -# nevents = pdg["number_of_decays"] -event_stack = 1000000 -# nevents *= 41 -# zfit.settings.set_verbosity(10) -calls = int(nevents/event_stack + 1) - -total_samp = [] - -start = time.time() - -sampler = total_f.create_sampler(n=event_stack) - -for toy in range(nr_of_toys): - - ### Generate data - -# clear_output(wait=True) - - print("Toy {}: Generating data...".format(toy)) - - dirName = 'data/zfit_toys/toy_{0}'.format(toy) - - if not os.path.exists(dirName): - os.mkdir(dirName) - print("Directory " , dirName , " Created ") - - reset_param_values() - - if fitting_range == 'cut': - - sampler.resample(n=nevents) - s = sampler.unstack_x() - sam = zfit.run(s) - calls = 0 - c = 1 - - else: - for call in range(calls): - - sampler.resample(n=event_stack) - s = sampler.unstack_x() - sam = zfit.run(s) - - c = call + 1 - - with open("data/zfit_toys/toy_{0}/{1}.pkl".format(toy, call), "wb") as f: - pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL) - - print("Toy {}: Data generation finished".format(toy)) - - ### Load data - - print("Toy {}: Loading data...".format(toy)) - - if fitting_range == 'cut': - - total_samp = sam - - else: - - for call in range(calls): - with open(r"data/zfit_toys/toy_0/{}.pkl".format(call), "rb") as input_file: - sam = pkl.load(input_file) - total_samp = np.append(total_samp, sam) - - total_samp = total_samp.astype('float64') - - if fitting_range == 'full': - - data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Toy {}: Fitting finished".format(toy)) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) -# print("Directory " , dirName , " Created ") - - probs = total_f.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() - plt.ylim(0.0, 6e-6) - plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c))))) - - if fitting_range == 'cut': - - _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.))) - - tot_sam_1 = total_samp[_1] - - _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.))) - - tot_sam_2 = total_samp[_2] - - _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max)) - - tot_sam_3 = total_samp[_3] - - tot_sam = np.append(tot_sam_1, tot_sam_2) - tot_sam = np.append(tot_sam, tot_sam_3) - - data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit) - - print("Toy {}: Loading data finished".format(toy)) - - ### Fit data - - print("Toy {}: Fitting pdf...".format(toy)) - - for param in total_f_fit.get_dependents(): - param.randomize() - - nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints) - - minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5) - # minimizer._use_tfgrad = False - result = minimizer.minimize(nll) - - print("Function minimum:", result.fmin) - print("Hesse errors:", result.hesse()) - - params = result.params - - if result.converged: - Ctt_list.append(params[Ctt]['value']) - Ctt_error_list.append(params[Ctt]['minuit_hesse']['error']) - - #plotting the result - - plotdirName = 'data/plots'.format(toy) - - if not os.path.exists(plotdirName): - os.mkdir(plotdirName) - # print("Directory " , dirName , " Created ") - - plt.clf() - plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data') - plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy)) - - - probs = total_f_fit.pdf(test_q, norm_range=False) - calcs_test = zfit.run(probs) - plt.clf() - plt.plot(test_q, calcs_test, label = 'pdf') - plt.legend() -# plt.ylim(0.0, 1.5e-6) - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) - - print("Toy {0}/{1}".format(toy+1, nr_of_toys)) - print("Time taken: {}".format(display_time(int(time.time() - start)))) - print("Projected time left: {}".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1))))) - - - -# In[40]: - - -with open("data/results/Ctt_list.pkl", "wb") as f: - pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL) -with open("data/results/Ctt_error_list.pkl", "wb") as f: - pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL) - - -# In[41]: - - -print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys)) -print('Mean Ctt value = {}'.format(np.mean(Ctt_list))) -print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list))) -print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000)) - - -# In[42]: - - -plt.hist(tot_sam, bins = int((x_max-x_min)/7.)) - -plt.show() - -# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.))) - -tot_sam.shape - - -# In[43]: - - -# sample from original values - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - - -# In[ ]: - - - - diff --git a/finished fits/ff_3data1/finished/2247888/test.png b/finished fits/ff_3data1/finished/2247888/test.png deleted file mode 100644 index 877598e..0000000 --- a/finished fits/ff_3data1/finished/2247888/test.png +++ /dev/null Binary files differ diff --git a/finished fits/ff_3data1/slurm-2247887.out b/finished fits/ff_3data1/slurm-2247887.out deleted file mode 100644 index 340943d..0000000 --- a/finished fits/ff_3data1/slurm-2247887.out +++ /dev/null @@ -1,4841 +0,0 @@ -Simulation starting -2019-09-05 21:35:07.181288: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:35:07.513241: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 21:35:07.513818: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:35:07.516697: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:35:07.519662: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:35:07.520467: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:35:07.523761: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:35:07.526338: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:35:07.533643: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:35:07.540048: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:35:07.540730: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:35:07.568964: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:35:07.569455: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x555710509b80 executing computations on platform Host. Devices: -2019-09-05 21:35:07.569491: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:35:07.573627: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:06:00.0 -2019-09-05 21:35:07.573794: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:35:07.573823: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:35:07.573846: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:35:07.573868: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:35:07.573891: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:35:07.573914: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:35:07.573937: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:35:07.580457: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:35:07.580679: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:35:07.811595: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:35:07.811657: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:35:07.811672: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:35:07.821945: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10801 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:06:00.0, compute capability: 3.7) -2019-09-05 21:35:07.825316: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x555710a66000 executing computations on platform CUDA. Devices: -2019-09-05 21:35:07.825381: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:35:10.035244 140110187697920 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:35:10.094835 140110187697920 deprecation_wrapper.py:119] From raremodel-nb1.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:35:10.608815 140110187697920 deprecation_wrapper.py:119] From raremodel-nb1.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:35:34.046280: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb1.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:35:43.130783 140110187697920 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 306162.8569796 Edm = 233.534 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 306162.8569796 Edm = 233.534 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304109.8181976 Edm = 4.2478 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 303700.1567362 Edm = 52.3891 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 298608.2054745 Edm = 44.2655 NCalls = 24 -VariableMetric: Iteration # 4 - FCN = 298569.6597456 Edm = 0.270329 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298569.2125618 Edm = 1.23495 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298523.821756 Edm = 50.7521 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298515.0885981 Edm = 9.33579 NCalls = 39 -VariableMetric: Iteration # 8 - FCN = 298506.8447424 Edm = 7.44346 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297832.9070887 Edm = 266.367 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 297653.4249374 Edm = 285.709 NCalls = 53 -VariableMetric: Iteration # 11 - FCN = 297510.1973793 Edm = 1.46729 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297506.8031197 Edm = 1.13392 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297501.7628048 Edm = 2.88881 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297378.6997487 Edm = 18.7028 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297354.1651869 Edm = 0.658817 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297353.4518799 Edm = 0.0303095 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297353.3380604 Edm = 0.0459177 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297348.7577285 Edm = 3.75745 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297219.5342163 Edm = 26.7612 NCalls = 78 -VariableMetric: Iteration # 20 - FCN = 297161.6692617 Edm = 13.7299 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297150.5679817 Edm = 7.22596 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297144.7215416 Edm = 0.224373 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297144.4101299 Edm = 0.027299 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297144.3633341 Edm = 0.0193774 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297142.7889319 Edm = 1.45803 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297109.8642371 Edm = 1.02456 NCalls = 98 -VariableMetric: Iteration # 27 - FCN = 297108.5636411 Edm = 0.060087 NCalls = 99 -VariableMetric: Iteration # 28 - FCN = 297108.4857203 Edm = 0.0106618 NCalls = 101 -VariableMetric: Iteration # 29 - FCN = 297108.4465563 Edm = 0.0229897 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297108.1518765 Edm = 0.144514 NCalls = 107 -VariableMetric: Iteration # 31 - FCN = 297106.4280666 Edm = 1.44671 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297057.9488219 Edm = 14.7323 NCalls = 118 -VariableMetric: Iteration # 33 - FCN = 297053.3559118 Edm = 56.3028 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297037.7432116 Edm = 7.36983 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297032.0025811 Edm = 0.520999 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297031.376154 Edm = 0.077764 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297031.020176 Edm = 0.168752 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297030.524805 Edm = 0.0329576 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297030.4853984 Edm = 0.00249168 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297030.461889 Edm = 0.020913 NCalls = 135 -VariableMetric: Iteration # 41 - FCN = 297028.2915319 Edm = 1.7434 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 296985.3725153 Edm = 2.30594 NCalls = 145 -VariableMetric: Iteration # 43 - FCN = 296981.1331755 Edm = 0.58847 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 296980.311496 Edm = 0.0898529 NCalls = 149 -VariableMetric: Iteration # 45 - FCN = 296980.2099429 Edm = 0.00843891 NCalls = 151 -VariableMetric: Iteration # 46 - FCN = 296980.2029843 Edm = 0.00665469 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 296980.1965449 Edm = 0.00177437 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 296980.1864186 Edm = 0.00650095 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 296979.6983122 Edm = 0.546521 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 296978.8430974 Edm = 0.800973 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 296966.0653758 Edm = 0.933322 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 296964.9313627 Edm = 0.370558 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 296964.4583421 Edm = 0.174241 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 296964.2130814 Edm = 0.0478349 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 296964.1416186 Edm = 0.0105264 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 296964.1331386 Edm = 0.0025783 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 296964.1305139 Edm = 0.000461158 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 296964.1288873 Edm = 0.000969617 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 296964.1119534 Edm = 0.012298 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 296963.8003665 Edm = 0.240793 NCalls = 196 -VariableMetric: Iteration # 61 - FCN = 296963.6768276 Edm = 0.222624 NCalls = 198 -VariableMetric: Iteration # 62 - FCN = 296963.474585 Edm = 0.319008 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 296962.9880803 Edm = 0.12275 NCalls = 203 -VariableMetric: Iteration # 64 - FCN = 296962.8316375 Edm = 0.0470153 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 296962.7785843 Edm = 0.0306836 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 296962.5448735 Edm = 0.209076 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 296960.1190513 Edm = 2.78416 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 296958.8359987 Edm = 2.55442 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 296956.4265282 Edm = 1.8974 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 296954.4827191 Edm = 0.636138 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 296953.9253507 Edm = 0.0902036 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 296953.7090733 Edm = 0.113623 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 296953.6032932 Edm = 0.0243377 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 296953.5712944 Edm = 0.00184512 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 296953.5669924 Edm = 0.00283724 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 296953.5536346 Edm = 0.0133094 NCalls = 241 -VariableMetric: Iteration # 77 - FCN = 296953.4858822 Edm = 0.0442012 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 296952.9872234 Edm = 0.507837 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 296952.3408648 Edm = 1.12713 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 296950.7583336 Edm = 2.31039 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 296949.2840156 Edm = 1.4973 NCalls = 266 -VariableMetric: Iteration # 82 - FCN = 296943.4598751 Edm = 3.78308 NCalls = 269 -VariableMetric: Iteration # 83 - FCN = 296940.9904133 Edm = 2.8635 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 296938.9451897 Edm = 1.23806 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 296937.1297236 Edm = 0.870236 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 296936.043197 Edm = 0.426547 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 296935.634854 Edm = 0.118944 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 296935.5351303 Edm = 0.0517874 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 296935.5016474 Edm = 0.00880597 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 296935.4923968 Edm = 0.000769415 NCalls = 286 -VariableMetric: Iteration # 91 - FCN = 296935.4910257 Edm = 0.000661821 NCalls = 288 -VariableMetric: Iteration # 92 - FCN = 296935.4870901 Edm = 0.00398952 NCalls = 291 -VariableMetric: Iteration # 93 - FCN = 296935.4443832 Edm = 0.0346409 NCalls = 296 -VariableMetric: Iteration # 94 - FCN = 296935.0570405 Edm = 0.259261 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 296934.2655942 Edm = 0.58103 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 296932.917521 Edm = 0.386172 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 296932.3313751 Edm = 0.0605631 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 296932.2618093 Edm = 0.00627763 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 296932.2563655 Edm = 0.00178547 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 296932.2545211 Edm = 0.000436683 NCalls = 315 -VariableMetric: Iteration # 101 - FCN = 296932.2538462 Edm = 0.000158217 NCalls = 317 -VariableMetric: Iteration # 102 - FCN = 296932.2532151 Edm = 0.000465982 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 296932.2338708 Edm = 0.0203278 NCalls = 323 -VariableMetric: Iteration # 104 - FCN = 296932.0089657 Edm = 0.210295 NCalls = 330 -VariableMetric: Iteration # 105 - FCN = 296930.7638626 Edm = 0.165067 NCalls = 333 -VariableMetric: Iteration # 106 - FCN = 296930.5917965 Edm = 0.0107183 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 296930.5816358 Edm = 0.00065459 NCalls = 337 -VariableMetric: Iteration # 108 - FCN = 296930.5810711 Edm = 3.11954e-05 NCalls = 339 -VariableMetric: After Hessian - FCN = 296930.5810711 Edm = 2.51081 NCalls = 816 -VariableMetric: Iteration # 109 - FCN = 296930.5810711 Edm = 2.51081 NCalls = 816 -VariableMetric: Iteration # 110 - FCN = 296927.413118 Edm = 0.696798 NCalls = 825 -VariableMetric: Iteration # 111 - FCN = 296926.5885025 Edm = 0.0938076 NCalls = 827 -VariableMetric: Iteration # 112 - FCN = 296926.5756267 Edm = 0.0620079 NCalls = 829 -VariableMetric: Iteration # 113 - FCN = 296926.5409531 Edm = 0.00389703 NCalls = 831 -VariableMetric: Iteration # 114 - FCN = 296926.5355308 Edm = 0.00093025 NCalls = 833 -VariableMetric: Iteration # 115 - FCN = 296926.5337589 Edm = 0.000261139 NCalls = 835 -VariableMetric: Iteration # 116 - FCN = 296926.5334157 Edm = 0.000101006 NCalls = 837 -VariableMetric: Iteration # 117 - FCN = 296926.5332723 Edm = 3.28037e-05 NCalls = 839 -VariableMetric: After Hessian - FCN = 296926.5332723 Edm = 4.91947e-05 NCalls = 1330 -VariableMetric: Iteration # 118 - FCN = 296926.5332723 Edm = 4.91947e-05 NCalls = 1330 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309996.9759061 Edm = 29.0549 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309996.9759061 Edm = 29.0549 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300654.8517734 Edm = 2.7435 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300595.2312167 Edm = 3.65258 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300055.8534914 Edm = 396.322 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299203.1135076 Edm = 5.74314 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299189.8004205 Edm = 1.95639 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299067.9518581 Edm = 73.6566 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298218.2673646 Edm = 986.884 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298050.9188248 Edm = 112.362 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297898.9755713 Edm = 53.7519 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 297847.6171611 Edm = 10.2568 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297823.8250928 Edm = 11.7172 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297817.1308102 Edm = 1.45028 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297815.8013773 Edm = 0.183204 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297806.7333436 Edm = 8.64403 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297719.7996335 Edm = 6.15729 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297711.7140271 Edm = 1.70775 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297709.5266076 Edm = 0.288656 NCalls = 65 -VariableMetric: Iteration # 18 - FCN = 297709.0874249 Edm = 0.0569421 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297708.7743238 Edm = 0.137859 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297707.041594 Edm = 1.12217 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297704.5910112 Edm = 1.47633 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297703.4381402 Edm = 161.527 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297701.0880556 Edm = 1.9593 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297696.2445273 Edm = 6.9539 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297684.1377023 Edm = 13.7582 NCalls = 88 -VariableMetric: Iteration # 26 - FCN = 297640.5772614 Edm = 13.3289 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297621.7961209 Edm = 19.9174 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297608.4911319 Edm = 2.72216 NCalls = 97 -VariableMetric: Iteration # 29 - FCN = 297605.5030822 Edm = 1.67209 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297602.6027757 Edm = 1.30585 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297600.3482492 Edm = 1.37652 NCalls = 104 -VariableMetric: Iteration # 32 - FCN = 297598.982502 Edm = 0.274287 NCalls = 105 -VariableMetric: Iteration # 33 - FCN = 297598.6883827 Edm = 0.162454 NCalls = 107 -VariableMetric: Iteration # 34 - FCN = 297598.0085837 Edm = 0.529787 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297585.3006913 Edm = 13.6259 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297557.9562196 Edm = 43.3219 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297534.3043481 Edm = 50.2642 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297533.0467831 Edm = 1.05605 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297527.3423048 Edm = 7.51723 NCalls = 131 -VariableMetric: Iteration # 40 - FCN = 297484.3083338 Edm = 13.2967 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297466.8019932 Edm = 0.320275 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297466.4956658 Edm = 0.0249013 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297466.4590599 Edm = 0.0120659 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297463.1754649 Edm = 3.04223 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297451.1645411 Edm = 3.14471 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297448.71907 Edm = 0.14778 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297448.5466646 Edm = 0.0230763 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297448.4755475 Edm = 0.0268295 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297448.1804556 Edm = 0.149809 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297442.7499095 Edm = 3.49457 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297428.9048666 Edm = 3.76357 NCalls = 168 -VariableMetric: Iteration # 52 - FCN = 297422.7459575 Edm = 1.39218 NCalls = 170 -VariableMetric: Iteration # 53 - FCN = 297420.8586774 Edm = 1.50767 NCalls = 172 -VariableMetric: Iteration # 54 - FCN = 297417.4040362 Edm = 1.87187 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297416.2665658 Edm = 0.235729 NCalls = 176 -VariableMetric: Iteration # 56 - FCN = 297415.8932907 Edm = 0.143426 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297415.5052339 Edm = 0.0488892 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297415.4478046 Edm = 0.00642194 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297415.4397829 Edm = 0.00420292 NCalls = 185 -VariableMetric: Iteration # 60 - FCN = 297415.428664 Edm = 0.0106239 NCalls = 187 -VariableMetric: Iteration # 61 - FCN = 297415.1385715 Edm = 0.225558 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297404.7432597 Edm = 7.54072 NCalls = 197 -VariableMetric: Iteration # 63 - FCN = 297393.87268 Edm = 2.32865 NCalls = 200 -VariableMetric: Iteration # 64 - FCN = 297390.9641351 Edm = 3.74858 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297390.2254648 Edm = 0.151047 NCalls = 203 -VariableMetric: Iteration # 66 - FCN = 297390.0746616 Edm = 0.0237602 NCalls = 205 -VariableMetric: Iteration # 67 - FCN = 297390.0462301 Edm = 0.0162014 NCalls = 207 -VariableMetric: Iteration # 68 - FCN = 297390.0093532 Edm = 0.0213886 NCalls = 209 -VariableMetric: Iteration # 69 - FCN = 297389.9647639 Edm = 0.0218147 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297389.4827144 Edm = 0.374102 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297386.1205522 Edm = 3.4658 NCalls = 219 -VariableMetric: Iteration # 72 - FCN = 297384.460929 Edm = 2.59176 NCalls = 222 -VariableMetric: Iteration # 73 - FCN = 297380.8850457 Edm = 0.747484 NCalls = 226 -VariableMetric: Iteration # 74 - FCN = 297379.9563227 Edm = 0.10098 NCalls = 228 -VariableMetric: Iteration # 75 - FCN = 297379.8624223 Edm = 0.0122018 NCalls = 230 -VariableMetric: Iteration # 76 - FCN = 297379.8488289 Edm = 0.00159045 NCalls = 232 -VariableMetric: Iteration # 77 - FCN = 297379.8447735 Edm = 0.002043 NCalls = 234 -VariableMetric: Iteration # 78 - FCN = 297379.8248767 Edm = 0.0117336 NCalls = 237 -VariableMetric: Iteration # 79 - FCN = 297379.6182002 Edm = 0.104558 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297378.7369175 Edm = 0.577281 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297371.6646738 Edm = 3.32365 NCalls = 248 -VariableMetric: Iteration # 82 - FCN = 297365.3056664 Edm = 0.491003 NCalls = 250 -VariableMetric: Iteration # 83 - FCN = 297364.7430951 Edm = 0.0789234 NCalls = 252 -VariableMetric: Iteration # 84 - FCN = 297364.6923857 Edm = 0.00961929 NCalls = 254 -VariableMetric: Iteration # 85 - FCN = 297364.682127 Edm = 0.000490913 NCalls = 256 -VariableMetric: Iteration # 86 - FCN = 297364.6813136 Edm = 0.000322085 NCalls = 258 -VariableMetric: Iteration # 87 - FCN = 297364.6780354 Edm = 0.00237412 NCalls = 261 -VariableMetric: Iteration # 88 - FCN = 297364.5939474 Edm = 0.0629308 NCalls = 265 -VariableMetric: Iteration # 89 - FCN = 297363.0158728 Edm = 0.509118 NCalls = 269 -VariableMetric: Iteration # 90 - FCN = 297362.2691849 Edm = 0.0826938 NCalls = 271 -VariableMetric: Iteration # 91 - FCN = 297362.1598202 Edm = 0.0241547 NCalls = 273 -VariableMetric: Iteration # 92 - FCN = 297362.1373195 Edm = 0.00245914 NCalls = 275 -VariableMetric: Iteration # 93 - FCN = 297362.13432 Edm = 0.000130624 NCalls = 277 -VariableMetric: Iteration # 94 - FCN = 297362.1341145 Edm = 6.03606e-05 NCalls = 279 -VariableMetric: After Hessian - FCN = 297362.1341145 Edm = 1154.93 NCalls = 756 -VariableMetric: Iteration # 95 - FCN = 297362.1341145 Edm = 1154.93 NCalls = 756 -VariableMetric: Iteration # 96 - FCN = 297360.6828947 Edm = 1073.53 NCalls = 767 -VariableMetric: Iteration # 97 - FCN = 297359.9156213 Edm = 54.6448 NCalls = 775 -VariableMetric: Iteration # 98 - FCN = 297357.2616403 Edm = 0.518514 NCalls = 778 -VariableMetric: Iteration # 99 - FCN = 297356.6293068 Edm = 0.130343 NCalls = 780 -VariableMetric: Iteration # 100 - FCN = 297356.3678363 Edm = 0.0408878 NCalls = 782 -VariableMetric: Iteration # 101 - FCN = 297356.2806772 Edm = 0.035328 NCalls = 784 -VariableMetric: Iteration # 102 - FCN = 297356.2454244 Edm = 0.0205377 NCalls = 786 -VariableMetric: Iteration # 103 - FCN = 297356.2166043 Edm = 0.00882739 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297356.2023636 Edm = 0.00322797 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297356.1948767 Edm = 0.0015299 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297356.1895514 Edm = 0.00192865 NCalls = 794 -VariableMetric: Iteration # 107 - FCN = 297356.1802166 Edm = 0.00310212 NCalls = 796 -VariableMetric: Iteration # 108 - FCN = 297356.1686923 Edm = 0.00284946 NCalls = 798 -VariableMetric: Iteration # 109 - FCN = 297356.1628406 Edm = 0.000963487 NCalls = 800 -VariableMetric: Iteration # 110 - FCN = 297356.1608751 Edm = 0.000359223 NCalls = 802 -VariableMetric: Iteration # 111 - FCN = 297356.1600132 Edm = 9.33081e-05 NCalls = 804 -VariableMetric: Iteration # 112 - FCN = 297356.1598517 Edm = 1.50532e-05 NCalls = 806 -VariableMetric: After Hessian - FCN = 297356.1598517 Edm = 3.70451e-05 NCalls = 1297 -VariableMetric: Iteration # 113 - FCN = 297356.1598517 Edm = 3.70451e-05 NCalls = 1297 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 355548.446724 Edm = 187.788 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 355548.446724 Edm = 187.788 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303278.7670603 Edm = 328.69 NCalls = 5 -VariableMetric: Iteration # 2 - FCN = 303278.7670603 Edm = 328.69 NCalls = 16 -VariableMetric: After Hessian - FCN = 303278.7670603 Edm = 5.86924e+08 NCalls = 485 -VariableMetric: Iteration # 3 - FCN = 303278.7670603 Edm = 5.86924e+08 NCalls = 485 -VariableMetric: Iteration # 4 - FCN = 302685.4159652 Edm = 2.69262e+06 NCalls = 488 -VariableMetric: Iteration # 5 - FCN = 298461.1524762 Edm = 2.3986e+06 NCalls = 492 -VariableMetric: Iteration # 6 - FCN = 298461.1524762 Edm = 2.3986e+06 NCalls = 503 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303706.8578072 Edm = 27.1026 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303706.8578072 Edm = 27.1026 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302986.3391414 Edm = 3.38018 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 302896.6903527 Edm = 215.88 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302305.9421974 Edm = 294.532 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299738.4495253 Edm = 992.207 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 299142.5674323 Edm = 1525.94 NCalls = 31 -VariableMetric: Iteration # 6 - FCN = 298293.9951701 Edm = 5.63091 NCalls = 35 -VariableMetric: Iteration # 7 - FCN = 298288.1593191 Edm = 0.39399 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298287.3750346 Edm = 0.0361909 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298286.9966104 Edm = 0.325832 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298156.6224496 Edm = 4.73259 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298151.0301476 Edm = 0.264583 NCalls = 51 -VariableMetric: Iteration # 12 - FCN = 298150.4027229 Edm = 0.683165 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 298113.3600876 Edm = 33.6911 NCalls = 59 -VariableMetric: Iteration # 14 - FCN = 297921.2373688 Edm = 60.5717 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297899.6265876 Edm = 1.44445 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297898.298314 Edm = 0.209158 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297897.9253156 Edm = 0.142475 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297896.3086104 Edm = 1.60671 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297854.2328295 Edm = 29.585 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297778.9840286 Edm = 9.92649 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297770.8773801 Edm = 0.62611 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297770.4220236 Edm = 0.00725261 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297770.3832757 Edm = 0.0398657 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297770.1815307 Edm = 0.192814 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297765.5831357 Edm = 3.24295 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297738.2772249 Edm = 1.04031 NCalls = 100 -VariableMetric: Iteration # 27 - FCN = 297736.7020092 Edm = 0.0649358 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297736.5803836 Edm = 0.0137933 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297736.5446654 Edm = 0.0151302 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297736.4658889 Edm = 0.00662257 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297736.4540784 Edm = 0.00670106 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297736.0124085 Edm = 0.471239 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297735.9911931 Edm = 0.0202322 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297735.4793074 Edm = 0.780907 NCalls = 124 -VariableMetric: Iteration # 35 - FCN = 297735.457067 Edm = 0.0207271 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297734.4746468 Edm = 1.38772 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297734.4628526 Edm = 0.00621357 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297734.3625014 Edm = 0.160127 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297734.2659451 Edm = 0.089622 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297734.1318255 Edm = 0.108789 NCalls = 147 -VariableMetric: Iteration # 41 - FCN = 297727.087209 Edm = 5.21207 NCalls = 153 -VariableMetric: Iteration # 42 - FCN = 297705.5131759 Edm = 5.23185 NCalls = 156 -VariableMetric: Iteration # 43 - FCN = 297699.8140699 Edm = 1.37389 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297697.6257389 Edm = 0.755214 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297697.0964078 Edm = 0.0790276 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297697.0237149 Edm = 0.00781323 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297697.0148988 Edm = 0.00239086 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297697.0006213 Edm = 0.00778958 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297696.8780365 Edm = 0.0903645 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297683.7212433 Edm = 10.0208 NCalls = 175 -VariableMetric: Iteration # 51 - FCN = 297669.8688268 Edm = 2.69695 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297667.7611728 Edm = 0.747595 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297667.2561736 Edm = 0.0909996 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297667.1334907 Edm = 0.0171115 NCalls = 182 -VariableMetric: Iteration # 55 - FCN = 297667.1188397 Edm = 0.000940772 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297667.1167596 Edm = 0.00105633 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297667.10634 Edm = 0.0127019 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297666.8228959 Edm = 0.24849 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297661.9466513 Edm = 2.9284 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297656.2999366 Edm = 4.65141 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297654.1716666 Edm = 1.29619 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297651.6979034 Edm = 3.23805 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297649.4694285 Edm = 1.21061 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297647.351846 Edm = 1.15915 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297645.1592105 Edm = 1.36846 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297643.597069 Edm = 1.36927 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297642.3510695 Edm = 0.488567 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297641.951311 Edm = 0.034804 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297641.9178076 Edm = 0.0019344 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297641.9156958 Edm = 0.000645579 NCalls = 224 -VariableMetric: Iteration # 71 - FCN = 297641.9141317 Edm = 0.00144601 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297641.8380595 Edm = 0.0777509 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297641.2698342 Edm = 0.133298 NCalls = 239 -VariableMetric: Iteration # 74 - FCN = 297638.6577186 Edm = 1.01044 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297635.8694562 Edm = 0.231164 NCalls = 243 -VariableMetric: Iteration # 76 - FCN = 297635.7044713 Edm = 0.0090411 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297635.6956973 Edm = 0.000703014 NCalls = 246 -VariableMetric: Iteration # 78 - FCN = 297635.689573 Edm = 0.00574183 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297635.4405767 Edm = 0.169708 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297634.7005426 Edm = 0.189912 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297634.536632 Edm = 0.117645 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297634.3931844 Edm = 0.0407282 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297634.059275 Edm = 0.114357 NCalls = 269 -VariableMetric: Iteration # 84 - FCN = 297633.976019 Edm = 0.0717902 NCalls = 271 -VariableMetric: Iteration # 85 - FCN = 297633.8840325 Edm = 0.00715109 NCalls = 273 -VariableMetric: Iteration # 86 - FCN = 297633.8741666 Edm = 0.00153884 NCalls = 275 -VariableMetric: Iteration # 87 - FCN = 297633.8720343 Edm = 0.00040672 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297633.8715616 Edm = 0.000134177 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297633.8581617 Edm = 0.0133473 NCalls = 284 -VariableMetric: Iteration # 90 - FCN = 297632.7237937 Edm = 0.991459 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297628.100372 Edm = 1.96402 NCalls = 294 -VariableMetric: Iteration # 92 - FCN = 297626.7542633 Edm = 0.932829 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297626.2095879 Edm = 0.162628 NCalls = 298 -VariableMetric: Iteration # 94 - FCN = 297626.0919123 Edm = 0.0227288 NCalls = 300 -VariableMetric: Iteration # 95 - FCN = 297626.066441 Edm = 0.00900242 NCalls = 302 -VariableMetric: Iteration # 96 - FCN = 297626.0516592 Edm = 0.00308108 NCalls = 304 -VariableMetric: Iteration # 97 - FCN = 297626.0471755 Edm = 0.000398195 NCalls = 306 -VariableMetric: Iteration # 98 - FCN = 297626.0465123 Edm = 0.000176878 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297626.0456231 Edm = 0.000706641 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297626.0293813 Edm = 0.0150127 NCalls = 314 -VariableMetric: Iteration # 101 - FCN = 297625.2570698 Edm = 0.578182 NCalls = 319 -VariableMetric: Iteration # 102 - FCN = 297622.8570492 Edm = 0.77306 NCalls = 322 -VariableMetric: Iteration # 103 - FCN = 297622.4455173 Edm = 0.0625084 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297622.3967351 Edm = 0.00549677 NCalls = 326 -VariableMetric: Iteration # 105 - FCN = 297622.391894 Edm = 0.000279727 NCalls = 327 -VariableMetric: Iteration # 106 - FCN = 297622.3915206 Edm = 2.93273e-05 NCalls = 329 -VariableMetric: After Hessian - FCN = 297622.3915206 Edm = 0.914399 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297622.3915206 Edm = 0.914399 NCalls = 802 -VariableMetric: Iteration # 108 - FCN = 297622.2550534 Edm = 6.35332 NCalls = 804 -VariableMetric: Iteration # 109 - FCN = 297620.3162081 Edm = 0.398979 NCalls = 811 -VariableMetric: Iteration # 110 - FCN = 297619.6592041 Edm = 0.112705 NCalls = 813 -VariableMetric: Iteration # 111 - FCN = 297619.4598831 Edm = 703.78 NCalls = 817 -VariableMetric: Iteration # 112 - FCN = 297619.4591799 Edm = 15.3869 NCalls = 822 -VariableMetric: Iteration # 113 - FCN = 297619.45312 Edm = 87.2243 NCalls = 826 -VariableMetric: Iteration # 114 - FCN = 297619.4466407 Edm = 12.6571 NCalls = 830 -VariableMetric: Iteration # 115 - FCN = 297619.4335662 Edm = 16.4829 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297619.4170287 Edm = 399.86 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297619.2499243 Edm = 89.7391 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297619.1654058 Edm = 17.3306 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297619.1324426 Edm = 26.4283 NCalls = 842 -VariableMetric: Iteration # 120 - FCN = 297619.1032591 Edm = 7.38363 NCalls = 845 -VariableMetric: Iteration # 121 - FCN = 297619.0618353 Edm = 18.3469 NCalls = 847 -VariableMetric: Iteration # 122 - FCN = 297618.954548 Edm = 0.618724 NCalls = 849 -VariableMetric: Iteration # 123 - FCN = 297618.8996496 Edm = 0.762691 NCalls = 851 -VariableMetric: Iteration # 124 - FCN = 297618.81251 Edm = 1.00674 NCalls = 853 -VariableMetric: Iteration # 125 - FCN = 297618.7287078 Edm = 0.383539 NCalls = 855 -VariableMetric: Iteration # 126 - FCN = 297618.697819 Edm = 0.283414 NCalls = 857 -VariableMetric: Iteration # 127 - FCN = 297618.6749819 Edm = 0.471254 NCalls = 859 -VariableMetric: Iteration # 128 - FCN = 297618.6349885 Edm = 0.137966 NCalls = 861 -VariableMetric: Iteration # 129 - FCN = 297618.6236417 Edm = 0.0206407 NCalls = 863 -VariableMetric: Iteration # 130 - FCN = 297618.6198041 Edm = 0.0296853 NCalls = 865 -VariableMetric: Iteration # 131 - FCN = 297618.6080587 Edm = 0.0618156 NCalls = 867 -VariableMetric: Iteration # 132 - FCN = 297618.6010389 Edm = 0.0092848 NCalls = 869 -VariableMetric: Iteration # 133 - FCN = 297618.5984274 Edm = 0.0114396 NCalls = 871 -VariableMetric: Iteration # 134 - FCN = 297618.5976013 Edm = 0.00309753 NCalls = 873 -VariableMetric: Iteration # 135 - FCN = 297618.5966812 Edm = 0.00644801 NCalls = 875 -VariableMetric: Iteration # 136 - FCN = 297618.5926993 Edm = 0.00313898 NCalls = 877 -VariableMetric: Iteration # 137 - FCN = 297618.5906482 Edm = 0.0043561 NCalls = 879 -VariableMetric: Iteration # 138 - FCN = 297618.5844245 Edm = 0.00115313 NCalls = 883 -VariableMetric: Iteration # 139 - FCN = 297618.5826628 Edm = 0.000425187 NCalls = 885 -VariableMetric: Iteration # 140 - FCN = 297618.5821605 Edm = 0.000491174 NCalls = 887 -VariableMetric: Iteration # 141 - FCN = 297618.5816587 Edm = 0.000146704 NCalls = 889 -VariableMetric: Iteration # 142 - FCN = 297618.5814372 Edm = 3.5575e-05 NCalls = 891 -VariableMetric: After Hessian - FCN = 297618.5814372 Edm = 6.75893e-05 NCalls = 1372 -VariableMetric: Iteration # 143 - FCN = 297618.5814372 Edm = 6.75893e-05 NCalls = 1372 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324841.7537718 Edm = 123.305 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324841.7537718 Edm = 123.305 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299567.044868 Edm = 8.69503 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299400.8208893 Edm = 999.722 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299088.1261746 Edm = 39.3064 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299067.1077808 Edm = 6.63519 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297927.6074116 Edm = 75.7977 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297839.7102833 Edm = 71.2626 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297777.1158234 Edm = 1.11818 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297772.3820918 Edm = 3.92692 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297622.7511553 Edm = 118.523 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 297443.2145041 Edm = 34.5472 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297406.0706895 Edm = 0.151781 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297405.8981994 Edm = 0.060281 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297403.4918998 Edm = 2.45675 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297383.5353836 Edm = 14.2779 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297338.3124396 Edm = 7.31203 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297330.188337 Edm = 1.82989 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297327.3289244 Edm = 0.287865 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297326.8999064 Edm = 0.0530733 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297326.6822191 Edm = 0.129751 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297294.0530618 Edm = 49.4312 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297293.962447 Edm = 0.562867 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297291.6635683 Edm = 2.02044 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297239.6496479 Edm = 0.712015 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297238.5039469 Edm = 0.700955 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297237.4404305 Edm = 0.343795 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297234.4373827 Edm = 0.781023 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297229.9731724 Edm = 3.25038 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297207.9585218 Edm = 13.2169 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297190.121977 Edm = 2.60526 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297187.616352 Edm = 0.197634 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297186.89814 Edm = 0.577354 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297186.5372627 Edm = 0.241897 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297186.225935 Edm = 0.0588437 NCalls = 111 -VariableMetric: Iteration # 34 - FCN = 297186.1771173 Edm = 0.0266041 NCalls = 113 -VariableMetric: Iteration # 35 - FCN = 297186.057699 Edm = 0.0791993 NCalls = 116 -VariableMetric: Iteration # 36 - FCN = 297183.6639644 Edm = 2.24744 NCalls = 120 -VariableMetric: Iteration # 37 - FCN = 297141.999452 Edm = 19.4769 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297132.2777998 Edm = 4.03877 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297128.1519335 Edm = 0.35491 NCalls = 129 -VariableMetric: Iteration # 40 - FCN = 297127.7355175 Edm = 0.0226286 NCalls = 131 -VariableMetric: Iteration # 41 - FCN = 297127.7107371 Edm = 0.00362366 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297127.6069614 Edm = 0.0900704 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297114.1069687 Edm = 6.17853 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297099.2187066 Edm = 1.95055 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297096.6898659 Edm = 0.906036 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297095.8807705 Edm = 0.0621938 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297095.8103794 Edm = 0.00365872 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297095.8009912 Edm = 0.00496786 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297095.7347497 Edm = 0.0627694 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297093.162975 Edm = 2.47273 NCalls = 164 -VariableMetric: Iteration # 51 - FCN = 297072.9941006 Edm = 2.55882 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297071.2495195 Edm = 0.776759 NCalls = 169 -VariableMetric: Iteration # 53 - FCN = 297069.4763294 Edm = 0.445236 NCalls = 173 -VariableMetric: Iteration # 54 - FCN = 297068.7173187 Edm = 0.0860876 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297068.608541 Edm = 0.0113726 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297068.6010066 Edm = 0.0042809 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297068.5959074 Edm = 0.00161876 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297068.5919362 Edm = 0.00109099 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297068.5897659 Edm = 0.00147304 NCalls = 186 -VariableMetric: Iteration # 60 - FCN = 297068.5850622 Edm = 0.00532032 NCalls = 189 -VariableMetric: Iteration # 61 - FCN = 297067.9018705 Edm = 0.311998 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297064.8027225 Edm = 2.09318 NCalls = 201 -VariableMetric: Iteration # 63 - FCN = 297061.5472909 Edm = 0.39206 NCalls = 204 -VariableMetric: Iteration # 64 - FCN = 297061.3263822 Edm = 0.20487 NCalls = 206 -VariableMetric: Iteration # 65 - FCN = 297061.1526282 Edm = 0.0273912 NCalls = 208 -VariableMetric: Iteration # 66 - FCN = 297061.1201798 Edm = 0.00525808 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297061.1130647 Edm = 0.00472289 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297061.1088912 Edm = 0.000316834 NCalls = 214 -VariableMetric: Iteration # 69 - FCN = 297061.1076937 Edm = 0.000872812 NCalls = 216 -VariableMetric: Iteration # 70 - FCN = 297061.0549561 Edm = 0.0540344 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297060.9917667 Edm = 0.05692 NCalls = 226 -VariableMetric: Iteration # 72 - FCN = 297058.314112 Edm = 1.59705 NCalls = 230 -VariableMetric: Iteration # 73 - FCN = 297057.3074292 Edm = 0.423772 NCalls = 232 -VariableMetric: Iteration # 74 - FCN = 297056.8995112 Edm = 0.427479 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297056.4740266 Edm = 0.103938 NCalls = 238 -VariableMetric: Iteration # 76 - FCN = 297056.4101376 Edm = 0.0116346 NCalls = 240 -VariableMetric: Iteration # 77 - FCN = 297056.4022631 Edm = 0.000916222 NCalls = 242 -VariableMetric: Iteration # 78 - FCN = 297056.4011875 Edm = 6.55687e-05 NCalls = 244 -VariableMetric: After Hessian - FCN = 297056.4011875 Edm = 71.483 NCalls = 721 -VariableMetric: Iteration # 79 - FCN = 297056.4011875 Edm = 71.483 NCalls = 721 -VariableMetric: Iteration # 80 - FCN = 297055.9907472 Edm = 79.7213 NCalls = 725 -VariableMetric: Iteration # 81 - FCN = 297055.4892824 Edm = 24.6535 NCalls = 728 -VariableMetric: Iteration # 82 - FCN = 297054.6274718 Edm = 3.02365 NCalls = 730 -VariableMetric: Iteration # 83 - FCN = 297052.7234136 Edm = 0.731138 NCalls = 732 -VariableMetric: Iteration # 84 - FCN = 297052.2343505 Edm = 0.0923014 NCalls = 734 -VariableMetric: Iteration # 85 - FCN = 297052.0828189 Edm = 0.0364544 NCalls = 737 -VariableMetric: Iteration # 86 - FCN = 297051.9983556 Edm = 0.00853654 NCalls = 739 -VariableMetric: Iteration # 87 - FCN = 297051.9849807 Edm = 0.00792868 NCalls = 741 -VariableMetric: Iteration # 88 - FCN = 297051.9728222 Edm = 0.000104276 NCalls = 743 -VariableMetric: Iteration # 89 - FCN = 297051.9233444 Edm = 0.0363194 NCalls = 751 -VariableMetric: Iteration # 90 - FCN = 297051.9146482 Edm = 6796.43 NCalls = 757 -VariableMetric: Iteration # 91 - FCN = 297051.9084827 Edm = 844.589 NCalls = 763 -VariableMetric: Iteration # 92 - FCN = 297051.8785667 Edm = 1310.28 NCalls = 768 -VariableMetric: Iteration # 93 - FCN = 297051.865325 Edm = 1445.9 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297051.7961634 Edm = 941.733 NCalls = 777 -VariableMetric: Iteration # 95 - FCN = 297051.7486738 Edm = 106.856 NCalls = 781 -VariableMetric: Iteration # 96 - FCN = 297051.7348838 Edm = 28.8193 NCalls = 785 -VariableMetric: Iteration # 97 - FCN = 297051.7289472 Edm = 10.3602 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297051.7256073 Edm = 12.6894 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297051.7184264 Edm = 41.138 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297051.7112402 Edm = 32.7439 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297051.6995041 Edm = 7.93709 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297051.6918345 Edm = 15.8958 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297051.681451 Edm = 2.42059 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297051.6665191 Edm = 2.28724 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297051.6590641 Edm = 0.703215 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297051.6534153 Edm = 0.564327 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297051.6509901 Edm = 0.348822 NCalls = 820 -VariableMetric: Iteration # 108 - FCN = 297051.6470625 Edm = 0.631096 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297051.6426289 Edm = 0.620509 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297051.6359039 Edm = 0.247629 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297051.6285697 Edm = 0.0504232 NCalls = 828 -VariableMetric: Iteration # 112 - FCN = 297051.6180218 Edm = 0.154399 NCalls = 830 -VariableMetric: Iteration # 113 - FCN = 297051.604835 Edm = 0.0111145 NCalls = 832 -VariableMetric: Iteration # 114 - FCN = 297051.5837019 Edm = 0.00885557 NCalls = 834 -VariableMetric: Iteration # 115 - FCN = 297051.5532366 Edm = 0.0248282 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297051.545855 Edm = 0.00205451 NCalls = 840 -VariableMetric: Iteration # 117 - FCN = 297051.5442616 Edm = 0.000121276 NCalls = 842 -VariableMetric: Iteration # 118 - FCN = 297051.5441493 Edm = 2.4095e-06 NCalls = 843 -VariableMetric: After Hessian - FCN = 297051.5441493 Edm = 0.00122883 NCalls = 1330 -VariableMetric: Iteration # 119 - FCN = 297051.5441493 Edm = 0.00122883 NCalls = 1330 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 305093.8957779 Edm = 28.491 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 305093.8957779 Edm = 28.491 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300723.3137113 Edm = 5.15759 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300697.1827881 Edm = 8.10094 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 300590.693558 Edm = 124.002 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298501.2897773 Edm = 90.3868 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298221.618941 Edm = 269.886 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 297490.8217264 Edm = 1.10506 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 297489.9234717 Edm = 0.218819 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 297489.8523351 Edm = 0.0240687 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 297477.7399198 Edm = 3.40341 NCalls = 47 -VariableMetric: Iteration # 10 - FCN = 297472.9132134 Edm = 0.016041 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 297472.7617132 Edm = 0.13828 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297447.1333326 Edm = 1.04657 NCalls = 59 -VariableMetric: Iteration # 13 - FCN = 297385.1867752 Edm = 7.03163 NCalls = 61 -VariableMetric: Iteration # 14 - FCN = 297375.1782641 Edm = 1.66866 NCalls = 64 -VariableMetric: Iteration # 15 - FCN = 297373.2707255 Edm = 0.147983 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297373.0656052 Edm = 0.0165183 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297373.014577 Edm = 0.0341556 NCalls = 70 -VariableMetric: Iteration # 18 - FCN = 297360.3225504 Edm = 9.62384 NCalls = 77 -VariableMetric: Iteration # 19 - FCN = 297334.0383064 Edm = 6.58323 NCalls = 82 -VariableMetric: Iteration # 20 - FCN = 297327.6552433 Edm = 0.854727 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 297326.7482346 Edm = 0.29477 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 297326.4803244 Edm = 0.0512103 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297326.3621462 Edm = 0.00378719 NCalls = 90 -VariableMetric: Iteration # 24 - FCN = 297326.3539503 Edm = 0.00403413 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297326.1556251 Edm = 0.194076 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297297.8601993 Edm = 15.0299 NCalls = 103 -VariableMetric: Iteration # 27 - FCN = 297266.5074286 Edm = 5.6657 NCalls = 106 -VariableMetric: Iteration # 28 - FCN = 297261.5670504 Edm = 2.33921 NCalls = 108 -VariableMetric: Iteration # 29 - FCN = 297260.2564981 Edm = 1.4349 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297259.4556973 Edm = 0.220801 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297259.1767235 Edm = 0.00559895 NCalls = 114 -VariableMetric: Iteration # 32 - FCN = 297259.1708771 Edm = 0.00153659 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297259.1477485 Edm = 0.0217624 NCalls = 119 -VariableMetric: Iteration # 34 - FCN = 297254.6876536 Edm = 3.36856 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297245.20978 Edm = 6.18578 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297243.773936 Edm = 1.86399 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297240.183932 Edm = 0.569145 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297239.6177557 Edm = 0.198823 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297239.4632092 Edm = 0.0230063 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297239.4422677 Edm = 0.0057278 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297239.4352618 Edm = 0.00251079 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297239.4069588 Edm = 0.0349659 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297238.1170183 Edm = 1.25473 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297228.8558514 Edm = 0.11431 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297228.7335738 Edm = 0.00357112 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297228.7298919 Edm = 0.000707268 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297228.727027 Edm = 0.00210041 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297228.5429419 Edm = 0.214683 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297227.5675928 Edm = 0.82794 NCalls = 171 -VariableMetric: Iteration # 50 - FCN = 297223.1509042 Edm = 0.334065 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297222.9443566 Edm = 0.1016 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297222.8670865 Edm = 0.013126 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297222.8481462 Edm = 0.00297619 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297222.8446699 Edm = 0.000462815 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297222.8407617 Edm = 0.00334829 NCalls = 184 -VariableMetric: Iteration # 56 - FCN = 297222.5216912 Edm = 0.311563 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297220.5667134 Edm = 0.100242 NCalls = 192 -VariableMetric: Iteration # 58 - FCN = 297220.4254377 Edm = 0.0104961 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297220.411372 Edm = 0.00123734 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297220.4102432 Edm = 0.000450522 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297220.4097387 Edm = 0.000167509 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297220.4092515 Edm = 0.000255933 NCalls = 202 -VariableMetric: Iteration # 63 - FCN = 297220.4039517 Edm = 0.00401779 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297220.2799846 Edm = 0.104061 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297218.1623778 Edm = 2.64257 NCalls = 216 -VariableMetric: Iteration # 66 - FCN = 297216.1227397 Edm = 0.934595 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297215.5677241 Edm = 0.161691 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297215.3944404 Edm = 0.104787 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297215.3540557 Edm = 0.0368999 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297215.3171275 Edm = 0.00402995 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297215.3131046 Edm = 0.000712056 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297215.3077564 Edm = 0.0043484 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297215.2730993 Edm = 0.0175885 NCalls = 236 -VariableMetric: Iteration # 74 - FCN = 297215.2387108 Edm = 0.00655929 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297215.2332827 Edm = 0.0110846 NCalls = 240 -VariableMetric: Iteration # 76 - FCN = 297215.2255373 Edm = 0.00317703 NCalls = 243 -VariableMetric: Iteration # 77 - FCN = 297215.2188829 Edm = 0.00204383 NCalls = 245 -VariableMetric: Iteration # 78 - FCN = 297215.217527 Edm = 0.000595125 NCalls = 247 -VariableMetric: Iteration # 79 - FCN = 297215.2167248 Edm = 0.000114505 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297215.2164907 Edm = 9.54662e-05 NCalls = 251 -VariableMetric: Iteration # 81 - FCN = 297215.2129301 Edm = 0.00265814 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297215.163724 Edm = 0.194154 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297215.1572569 Edm = 0.0060876 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297214.94293 Edm = 0.152064 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297214.3780516 Edm = 0.0858744 NCalls = 268 -VariableMetric: Iteration # 86 - FCN = 297214.1971279 Edm = 0.0454861 NCalls = 273 -VariableMetric: Iteration # 87 - FCN = 297214.1691397 Edm = 0.0291272 NCalls = 275 -VariableMetric: Iteration # 88 - FCN = 297214.1335958 Edm = 0.00679873 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297214.1252181 Edm = 0.000896811 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297214.1245307 Edm = 2.22817e-05 NCalls = 282 -VariableMetric: After Hessian - FCN = 297214.1245307 Edm = 54.3125 NCalls = 755 -VariableMetric: Iteration # 91 - FCN = 297214.1245307 Edm = 54.3125 NCalls = 755 -VariableMetric: Iteration # 92 - FCN = 297213.9152541 Edm = 75.0429 NCalls = 758 -VariableMetric: Iteration # 93 - FCN = 297213.5683503 Edm = 0.124405 NCalls = 760 -VariableMetric: Iteration # 94 - FCN = 297213.3610268 Edm = 0.0322581 NCalls = 763 -VariableMetric: Iteration # 95 - FCN = 297213.3080608 Edm = 0.0271825 NCalls = 765 -VariableMetric: Iteration # 96 - FCN = 297213.2660624 Edm = 0.0145386 NCalls = 768 -VariableMetric: Iteration # 97 - FCN = 297213.2201669 Edm = 0.0147195 NCalls = 770 -VariableMetric: Iteration # 98 - FCN = 297213.1879174 Edm = 0.0319559 NCalls = 773 -VariableMetric: Iteration # 99 - FCN = 297213.1575397 Edm = 0.0324025 NCalls = 776 -VariableMetric: Iteration # 100 - FCN = 297213.1124716 Edm = 0.0390562 NCalls = 779 -VariableMetric: Iteration # 101 - FCN = 297213.0808229 Edm = 0.0220546 NCalls = 782 -VariableMetric: Iteration # 102 - FCN = 297213.0549311 Edm = 0.0196526 NCalls = 785 -VariableMetric: Iteration # 103 - FCN = 297213.0395488 Edm = 0.00696838 NCalls = 788 -VariableMetric: Iteration # 104 - FCN = 297213.0334641 Edm = 0.00247786 NCalls = 790 -VariableMetric: Iteration # 105 - FCN = 297213.0295189 Edm = 0.00126874 NCalls = 792 -VariableMetric: Iteration # 106 - FCN = 297213.0275038 Edm = 0.000802666 NCalls = 794 -VariableMetric: Iteration # 107 - FCN = 297213.0254455 Edm = 0.000831639 NCalls = 796 -VariableMetric: Iteration # 108 - FCN = 297213.0242736 Edm = 0.000341524 NCalls = 798 -VariableMetric: Iteration # 109 - FCN = 297213.0237582 Edm = 0.000110869 NCalls = 800 -VariableMetric: Iteration # 110 - FCN = 297213.0235461 Edm = 5.99796e-05 NCalls = 802 -VariableMetric: After Hessian - FCN = 297213.0235461 Edm = 0.00138856 NCalls = 1283 -VariableMetric: Iteration # 111 - FCN = 297213.0235461 Edm = 0.00138856 NCalls = 1283 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 367510.3090765 Edm = 3243.23 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 367510.3090765 Edm = 3243.23 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 323684.1955336 Edm = 66.0031 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 315510.8292044 Edm = 1864.9 NCalls = 22 -VariableMetric: Iteration # 3 - FCN = 315472.0199352 Edm = 840.593 NCalls = 26 -VariableMetric: Iteration # 4 - FCN = 312300.7875705 Edm = 873.586 NCalls = 31 -VariableMetric: Iteration # 5 - FCN = 305345.8609797 Edm = 31.0179 NCalls = 42 -VariableMetric: Iteration # 6 - FCN = 305102.8568858 Edm = 75.2267 NCalls = 46 -VariableMetric: Iteration # 7 - FCN = 302267.5182405 Edm = 85.4425 NCalls = 56 -VariableMetric: Iteration # 8 - FCN = 302245.2170462 Edm = 198.6 NCalls = 59 -VariableMetric: Iteration # 9 - FCN = 301957.9170404 Edm = 83.745 NCalls = 66 -VariableMetric: Iteration # 10 - FCN = 301863.3817988 Edm = 30.1799 NCalls = 67 -VariableMetric: Iteration # 11 - FCN = 301851.6844273 Edm = 4.54526 NCalls = 69 -VariableMetric: Iteration # 12 - FCN = 298490.7831878 Edm = 9523.66 NCalls = 78 -VariableMetric: Iteration # 13 - FCN = 298465.5509347 Edm = 14.6523 NCalls = 80 -VariableMetric: Iteration # 14 - FCN = 298365.0222835 Edm = 14.4477 NCalls = 84 -VariableMetric: Iteration # 15 - FCN = 298330.4131583 Edm = 8.41661 NCalls = 87 -VariableMetric: Iteration # 16 - FCN = 298311.8049903 Edm = 2.10831 NCalls = 89 -VariableMetric: Iteration # 17 - FCN = 298307.04286 Edm = 0.707472 NCalls = 91 -VariableMetric: Iteration # 18 - FCN = 298300.6835485 Edm = 4.41312 NCalls = 94 -VariableMetric: Iteration # 19 - FCN = 298155.3094926 Edm = 45.0593 NCalls = 98 -VariableMetric: Iteration # 20 - FCN = 298047.6298628 Edm = 14.9111 NCalls = 101 -VariableMetric: Iteration # 21 - FCN = 297934.5161035 Edm = 148.326 NCalls = 108 -VariableMetric: Iteration # 22 - FCN = 297934.5161035 Edm = 148.326 NCalls = 119 -VariableMetric: After Hessian - FCN = 297934.5161035 Edm = 94046.6 NCalls = 590 -VariableMetric: Iteration # 23 - FCN = 297934.5161035 Edm = 94046.6 NCalls = 590 -VariableMetric: Iteration # 24 - FCN = 297778.0594449 Edm = 341390 NCalls = 596 -VariableMetric: Iteration # 25 - FCN = 297778.0594449 Edm = 341390 NCalls = 607 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317273.0220851 Edm = 38.4822 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317273.0220851 Edm = 38.4822 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298529.5389253 Edm = 3.02641 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 297927.8684053 Edm = 6.75525 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297921.4344919 Edm = 5.47738 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 297828.8022636 Edm = 4.67732 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 297823.9674609 Edm = 0.262222 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 297812.7877019 Edm = 6.33042 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297738.7673442 Edm = 21.2583 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297709.5162741 Edm = 0.301671 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 297709.1052616 Edm = 0.0453709 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297708.4227799 Edm = 0.574561 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 297551.371139 Edm = 73.7268 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297486.0264931 Edm = 16.856 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297476.7991984 Edm = 1.42076 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297474.827871 Edm = 0.0730396 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297474.6782104 Edm = 0.0261001 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297474.5702379 Edm = 0.0407986 NCalls = 57 -VariableMetric: Iteration # 17 - FCN = 297427.9743653 Edm = 40.0098 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297427.9084987 Edm = 0.170159 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297427.4771638 Edm = 0.261576 NCalls = 72 -VariableMetric: Iteration # 20 - FCN = 297369.9939964 Edm = 8.35614 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297358.4689511 Edm = 1.46436 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297357.2790101 Edm = 0.142078 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297357.1256423 Edm = 0.00251671 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297357.1130465 Edm = 0.00924995 NCalls = 87 -VariableMetric: Iteration # 25 - FCN = 297356.8159827 Edm = 0.290055 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297348.6474049 Edm = 1.46002 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297346.7942045 Edm = 0.0769281 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297346.7049634 Edm = 0.00546049 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297346.6859788 Edm = 0.0135453 NCalls = 101 -VariableMetric: Iteration # 30 - FCN = 297346.1326621 Edm = 0.730219 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297346.0871288 Edm = 0.047771 NCalls = 109 -VariableMetric: Iteration # 32 - FCN = 297345.053281 Edm = 0.922513 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297325.231985 Edm = 30.3759 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297322.4079756 Edm = 2.51336 NCalls = 120 -VariableMetric: Iteration # 35 - FCN = 297313.137304 Edm = 11.4019 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297299.6447072 Edm = 17.6326 NCalls = 127 -VariableMetric: Iteration # 37 - FCN = 297293.0617401 Edm = 8.25688 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297284.7956209 Edm = 4.82396 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297280.2698539 Edm = 0.35472 NCalls = 137 -VariableMetric: Iteration # 40 - FCN = 297280.0495579 Edm = 0.0387224 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297280.0132015 Edm = 0.00201765 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297280.0099846 Edm = 0.000886879 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297279.997433 Edm = 0.00924275 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297279.0585668 Edm = 0.547437 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297277.1870361 Edm = 0.02168 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297277.1657031 Edm = 0.00102127 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297277.1640551 Edm = 0.00055214 NCalls = 155 -VariableMetric: Iteration # 48 - FCN = 297277.1579623 Edm = 0.00541148 NCalls = 158 -VariableMetric: Iteration # 49 - FCN = 297276.0045199 Edm = 1.11866 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297265.4430634 Edm = 1.65866 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297263.6897373 Edm = 0.193875 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297263.5805067 Edm = 0.00364478 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297263.5772363 Edm = 0.000390171 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297263.5765017 Edm = 0.000411247 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297263.5704713 Edm = 0.00467645 NCalls = 180 -VariableMetric: Iteration # 56 - FCN = 297262.8576509 Edm = 0.668501 NCalls = 186 -VariableMetric: Iteration # 57 - FCN = 297260.4433234 Edm = 0.181573 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297260.3289656 Edm = 0.00469536 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297260.3243752 Edm = 0.000148233 NCalls = 191 -VariableMetric: Iteration # 60 - FCN = 297260.3233436 Edm = 0.000876364 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297260.2376329 Edm = 0.087219 NCalls = 199 -VariableMetric: Iteration # 62 - FCN = 297260.1802954 Edm = 0.0530818 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297258.1135838 Edm = 0.190525 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297257.9383514 Edm = 0.00370185 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297257.9351084 Edm = 8.68939e-05 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297257.9349681 Edm = 6.4394e-05 NCalls = 213 -VariableMetric: After Hessian - FCN = 297257.9349681 Edm = 303.157 NCalls = 692 -VariableMetric: Iteration # 67 - FCN = 297257.9349681 Edm = 303.157 NCalls = 692 -VariableMetric: Iteration # 68 - FCN = 297257.7557164 Edm = 282.852 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297257.3653449 Edm = 19.3009 NCalls = 701 -VariableMetric: Iteration # 70 - FCN = 297254.4081932 Edm = 0.610691 NCalls = 703 -VariableMetric: Iteration # 71 - FCN = 297252.8139343 Edm = 0.237458 NCalls = 709 -VariableMetric: Iteration # 72 - FCN = 297251.9171864 Edm = 0.25582 NCalls = 713 -VariableMetric: Iteration # 73 - FCN = 297251.4123582 Edm = 0.485446 NCalls = 716 -VariableMetric: Iteration # 74 - FCN = 297251.2429655 Edm = 0.17101 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297251.1310565 Edm = 0.204924 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297250.9367039 Edm = 0.0563961 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297250.8854047 Edm = 0.038705 NCalls = 724 -VariableMetric: Iteration # 78 - FCN = 297250.8061728 Edm = 0.0228522 NCalls = 726 -VariableMetric: Iteration # 79 - FCN = 297250.7549785 Edm = 0.0429016 NCalls = 729 -VariableMetric: Iteration # 80 - FCN = 297250.6938116 Edm = 0.0332281 NCalls = 732 -VariableMetric: Iteration # 81 - FCN = 297250.6326793 Edm = 0.0229959 NCalls = 735 -VariableMetric: Iteration # 82 - FCN = 297250.5994993 Edm = 0.0448241 NCalls = 738 -VariableMetric: Iteration # 83 - FCN = 297250.5707988 Edm = 0.0222525 NCalls = 740 -VariableMetric: Iteration # 84 - FCN = 297250.5379797 Edm = 0.0211085 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 297250.5015067 Edm = 0.0151437 NCalls = 745 -VariableMetric: Iteration # 86 - FCN = 297250.4734532 Edm = 0.00985781 NCalls = 748 -VariableMetric: Iteration # 87 - FCN = 297250.4509304 Edm = 0.014857 NCalls = 750 -VariableMetric: Iteration # 88 - FCN = 297250.4163046 Edm = 0.0755403 NCalls = 753 -VariableMetric: Iteration # 89 - FCN = 297250.3916044 Edm = 0.0152554 NCalls = 757 -VariableMetric: Iteration # 90 - FCN = 297250.3664967 Edm = 0.00958967 NCalls = 759 -VariableMetric: Iteration # 91 - FCN = 297250.3560072 Edm = 0.00683693 NCalls = 761 -VariableMetric: Iteration # 92 - FCN = 297250.3456361 Edm = 0.00509533 NCalls = 763 -VariableMetric: Iteration # 93 - FCN = 297250.3301499 Edm = 0.00750131 NCalls = 765 -VariableMetric: Iteration # 94 - FCN = 297250.3059025 Edm = 0.0151461 NCalls = 768 -VariableMetric: Iteration # 95 - FCN = 297250.284356 Edm = 0.00665955 NCalls = 771 -VariableMetric: Iteration # 96 - FCN = 297250.2753975 Edm = 0.00484448 NCalls = 773 -VariableMetric: Iteration # 97 - FCN = 297250.2683721 Edm = 0.00459936 NCalls = 776 -VariableMetric: Iteration # 98 - FCN = 297250.2561347 Edm = 0.00345234 NCalls = 779 -VariableMetric: Iteration # 99 - FCN = 297250.2497262 Edm = 0.0014261 NCalls = 781 -VariableMetric: Iteration # 100 - FCN = 297250.2480917 Edm = 0.000700275 NCalls = 783 -VariableMetric: Iteration # 101 - FCN = 297250.2468478 Edm = 0.000409861 NCalls = 785 -VariableMetric: Iteration # 102 - FCN = 297250.2458326 Edm = 0.000799982 NCalls = 787 -VariableMetric: Iteration # 103 - FCN = 297250.2449387 Edm = 0.000371612 NCalls = 789 -VariableMetric: Iteration # 104 - FCN = 297250.2442886 Edm = 0.000161014 NCalls = 791 -VariableMetric: Iteration # 105 - FCN = 297250.2437034 Edm = 0.00021624 NCalls = 793 -VariableMetric: Iteration # 106 - FCN = 297250.2421599 Edm = 0.000618614 NCalls = 796 -VariableMetric: Iteration # 107 - FCN = 297250.2399504 Edm = 0.000437842 NCalls = 798 -VariableMetric: Iteration # 108 - FCN = 297250.2393903 Edm = 0.000136019 NCalls = 800 -VariableMetric: Iteration # 109 - FCN = 297250.239213 Edm = 7.49522e-05 NCalls = 802 -VariableMetric: After Hessian - FCN = 297250.239213 Edm = 0.000545604 NCalls = 1291 -VariableMetric: Iteration # 110 - FCN = 297250.239213 Edm = 0.000545604 NCalls = 1291 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327330.2206037 Edm = 110.817 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327330.2206037 Edm = 110.817 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299178.8982105 Edm = 5.1536 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299109.5559643 Edm = 455.212 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299032.2529319 Edm = 3.79661 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 298636.6046489 Edm = 246.299 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297814.2554761 Edm = 259.576 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 297629.5010602 Edm = 9.48101 NCalls = 27 -VariableMetric: Iteration # 7 - FCN = 297623.9456812 Edm = 0.0257775 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 297623.7770801 Edm = 0.235901 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297604.7938176 Edm = 1.17011 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297603.4804105 Edm = 0.102174 NCalls = 41 -VariableMetric: Iteration # 11 - FCN = 297602.3967977 Edm = 0.942028 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297513.7488325 Edm = 3.03136 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297510.1484844 Edm = 0.0361001 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297510.1051737 Edm = 0.00878661 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297510.0274434 Edm = 0.0734145 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297499.7418477 Edm = 1.78111 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297472.88467 Edm = 5.7006 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297464.929095 Edm = 1.22428 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297463.9101582 Edm = 0.073827 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297463.8264495 Edm = 0.00273863 NCalls = 72 -VariableMetric: Iteration # 21 - FCN = 297463.8056975 Edm = 0.0189561 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297462.6967526 Edm = 1.21211 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297462.1787636 Edm = 0.499572 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297442.2627686 Edm = 1.13275 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297440.8127708 Edm = 0.146444 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297440.6547983 Edm = 0.0324613 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297440.6289303 Edm = 0.00561775 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297440.6222892 Edm = 0.00314664 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297440.5517026 Edm = 0.0731453 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297437.8944768 Edm = 0.896647 NCalls = 111 -VariableMetric: Iteration # 31 - FCN = 297431.6899484 Edm = 4.33583 NCalls = 115 -VariableMetric: Iteration # 32 - FCN = 297421.0493629 Edm = 10.7308 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297413.011739 Edm = 7.77529 NCalls = 122 -VariableMetric: Iteration # 34 - FCN = 297408.3500632 Edm = 4.35037 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297405.8183393 Edm = 0.902194 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297405.0423597 Edm = 0.169086 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297404.9140876 Edm = 0.0192555 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297404.8923136 Edm = 0.00179407 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297404.8779132 Edm = 0.0178833 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297404.4830921 Edm = 0.407935 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297404.4509097 Edm = 0.0291276 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297399.8221184 Edm = 1.47533 NCalls = 152 -VariableMetric: Iteration # 43 - FCN = 297397.8274263 Edm = 0.165545 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297397.6892822 Edm = 0.0201952 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297397.6697214 Edm = 0.0011405 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297397.6675939 Edm = 0.00116905 NCalls = 161 -VariableMetric: Iteration # 47 - FCN = 297397.4917238 Edm = 0.166445 NCalls = 167 -VariableMetric: Iteration # 48 - FCN = 297392.3603948 Edm = 3.51443 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297386.2916882 Edm = 0.274363 NCalls = 173 -VariableMetric: Iteration # 50 - FCN = 297385.9688207 Edm = 0.0254219 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297385.9167668 Edm = 0.00429604 NCalls = 176 -VariableMetric: Iteration # 52 - FCN = 297385.9100949 Edm = 0.00399653 NCalls = 178 -VariableMetric: Iteration # 53 - FCN = 297385.90313 Edm = 0.0069443 NCalls = 180 -VariableMetric: Iteration # 54 - FCN = 297385.8209636 Edm = 0.0769983 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297384.1752134 Edm = 1.63186 NCalls = 189 -VariableMetric: Iteration # 56 - FCN = 297372.6163675 Edm = 6.65842 NCalls = 196 -VariableMetric: Iteration # 57 - FCN = 297353.6092836 Edm = 2.77469 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297351.3690164 Edm = 1.43117 NCalls = 203 -VariableMetric: Iteration # 59 - FCN = 297349.9444357 Edm = 0.2984 NCalls = 205 -VariableMetric: Iteration # 60 - FCN = 297349.4044366 Edm = 0.285799 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297349.076417 Edm = 0.120136 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297348.9261628 Edm = 0.0212728 NCalls = 212 -VariableMetric: Iteration # 63 - FCN = 297348.9023343 Edm = 0.00647926 NCalls = 214 -VariableMetric: Iteration # 64 - FCN = 297348.8788652 Edm = 0.0159857 NCalls = 216 -VariableMetric: Iteration # 65 - FCN = 297348.7351364 Edm = 0.0644582 NCalls = 219 -VariableMetric: Iteration # 66 - FCN = 297348.2623625 Edm = 0.44072 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297344.4413613 Edm = 3.42031 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297311.0653151 Edm = 12.9743 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297301.2051658 Edm = 5.64064 NCalls = 234 -VariableMetric: Iteration # 70 - FCN = 297298.4508454 Edm = 0.920425 NCalls = 236 -VariableMetric: Iteration # 71 - FCN = 297297.5649089 Edm = 0.122536 NCalls = 238 -VariableMetric: Iteration # 72 - FCN = 297297.4824274 Edm = 0.0202186 NCalls = 240 -VariableMetric: Iteration # 73 - FCN = 297297.4511664 Edm = 0.00481116 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297297.4446082 Edm = 0.00113166 NCalls = 244 -VariableMetric: Iteration # 75 - FCN = 297297.4414922 Edm = 0.00128722 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297297.4324507 Edm = 0.00636042 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297297.3507674 Edm = 0.0649115 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297296.3648442 Edm = 0.930159 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297289.8508169 Edm = 3.98909 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297286.026052 Edm = 4.06046 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297282.9911101 Edm = 0.0531195 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297282.9464963 Edm = 0.00645983 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297282.9426319 Edm = 0.000516919 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297282.9418353 Edm = 0.000301263 NCalls = 274 -VariableMetric: Iteration # 85 - FCN = 297282.9409496 Edm = 0.000413245 NCalls = 276 -VariableMetric: Iteration # 86 - FCN = 297282.9378955 Edm = 0.00237797 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297282.9120307 Edm = 0.0180569 NCalls = 282 -VariableMetric: Iteration # 88 - FCN = 297282.1579536 Edm = 0.356803 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297281.0477065 Edm = 0.13162 NCalls = 289 -VariableMetric: Iteration # 90 - FCN = 297280.9019452 Edm = 0.0127938 NCalls = 291 -VariableMetric: Iteration # 91 - FCN = 297280.88846 Edm = 0.000554521 NCalls = 292 -VariableMetric: Iteration # 92 - FCN = 297280.8877315 Edm = 3.20508e-05 NCalls = 294 -VariableMetric: After Hessian - FCN = 297280.8877315 Edm = 533.818 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297280.8877315 Edm = 533.818 NCalls = 773 -VariableMetric: Iteration # 94 - FCN = 297280.3259131 Edm = 996.892 NCalls = 778 -VariableMetric: Iteration # 95 - FCN = 297280.3188538 Edm = 1028.32 NCalls = 783 -VariableMetric: Iteration # 96 - FCN = 297279.8386181 Edm = 29499.4 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297278.4119041 Edm = 3366.71 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297278.1601687 Edm = 588.761 NCalls = 793 -VariableMetric: Iteration # 99 - FCN = 297277.6216405 Edm = 360.927 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297277.1612949 Edm = 281.057 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297276.7573363 Edm = 74.9095 NCalls = 802 -VariableMetric: Iteration # 102 - FCN = 297276.6774753 Edm = 106.142 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297276.3025945 Edm = 158.908 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297274.9404616 Edm = 314.234 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297273.5118549 Edm = 41.8121 NCalls = 812 -VariableMetric: Iteration # 106 - FCN = 297273.0774121 Edm = 68.6207 NCalls = 815 -VariableMetric: Iteration # 107 - FCN = 297272.3774067 Edm = 116.468 NCalls = 817 -VariableMetric: Iteration # 108 - FCN = 297272.3110656 Edm = 69.278 NCalls = 819 -VariableMetric: Iteration # 109 - FCN = 297271.892386 Edm = 135.279 NCalls = 821 -VariableMetric: Iteration # 110 - FCN = 297271.3575194 Edm = 10.5111 NCalls = 823 -VariableMetric: Iteration # 111 - FCN = 297269.5062074 Edm = 13.8851 NCalls = 825 -VariableMetric: Iteration # 112 - FCN = 297268.8480691 Edm = 2.45041 NCalls = 827 -VariableMetric: Iteration # 113 - FCN = 297268.2572359 Edm = 8.50973 NCalls = 829 -VariableMetric: Iteration # 114 - FCN = 297267.7279666 Edm = 0.573501 NCalls = 831 -VariableMetric: Iteration # 115 - FCN = 297267.580474 Edm = 0.583852 NCalls = 833 -VariableMetric: Iteration # 116 - FCN = 297267.5345496 Edm = 0.159318 NCalls = 835 -VariableMetric: Iteration # 117 - FCN = 297267.3939081 Edm = 0.0710846 NCalls = 837 -VariableMetric: Iteration # 118 - FCN = 297267.3684905 Edm = 0.0271709 NCalls = 839 -VariableMetric: Iteration # 119 - FCN = 297267.3384277 Edm = 0.0264872 NCalls = 841 -VariableMetric: Iteration # 120 - FCN = 297267.3293666 Edm = 0.0106347 NCalls = 843 -VariableMetric: Iteration # 121 - FCN = 297267.3180238 Edm = 0.00478115 NCalls = 845 -VariableMetric: Iteration # 122 - FCN = 297267.316562 Edm = 0.00172356 NCalls = 847 -VariableMetric: Iteration # 123 - FCN = 297267.3150651 Edm = 8.56479e-05 NCalls = 849 -VariableMetric: Iteration # 124 - FCN = 297267.3149916 Edm = 8.21122e-05 NCalls = 851 -VariableMetric: Iteration # 125 - FCN = 297267.3149592 Edm = 1.94319e-05 NCalls = 853 -VariableMetric: After Hessian - FCN = 297267.3149592 Edm = 5.78188e-05 NCalls = 1344 -VariableMetric: Iteration # 126 - FCN = 297267.3149592 Edm = 5.78188e-05 NCalls = 1344 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324893.6502932 Edm = 314.164 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324893.6502932 Edm = 314.164 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 318878.2108167 Edm = 70.682 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 318841.3501423 Edm = 49.6655 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 318625.289839 Edm = 210.495 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 297996.5197984 Edm = 4.72172 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297967.2660804 Edm = 12.1708 NCalls = 24 -VariableMetric: Iteration # 6 - FCN = 297839.9463005 Edm = 34.6852 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 297809.7564175 Edm = 0.845974 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297808.8504484 Edm = 0.370602 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297796.6689111 Edm = 8.43856 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297666.4310126 Edm = 0.577146 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297665.6074323 Edm = 0.0764796 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297665.4218069 Edm = 0.118184 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297663.9898604 Edm = 1.13607 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297604.3638826 Edm = 16.1152 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297565.8902035 Edm = 29.1539 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297537.5687742 Edm = 5.92384 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297531.8515114 Edm = 8.61178 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297529.2286029 Edm = 3.36246 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297526.5436988 Edm = 0.438388 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297526.1309725 Edm = 0.0604898 NCalls = 67 -VariableMetric: Iteration # 21 - FCN = 297525.6972572 Edm = 0.426627 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297500.603236 Edm = 14.4968 NCalls = 78 -VariableMetric: Iteration # 23 - FCN = 297473.9789532 Edm = 6.02285 NCalls = 80 -VariableMetric: Iteration # 24 - FCN = 297469.954909 Edm = 1.46936 NCalls = 82 -VariableMetric: Iteration # 25 - FCN = 297467.9130602 Edm = 0.850154 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297466.0526115 Edm = 2.03733 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297464.4840415 Edm = 0.221561 NCalls = 92 -VariableMetric: Iteration # 28 - FCN = 297464.0755196 Edm = 0.190319 NCalls = 94 -VariableMetric: Iteration # 29 - FCN = 297462.7867867 Edm = 1.55977 NCalls = 98 -VariableMetric: Iteration # 30 - FCN = 297454.0962238 Edm = 6.42998 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297429.4642003 Edm = 0.657584 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297428.7143645 Edm = 0.224431 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297428.415198 Edm = 0.114473 NCalls = 108 -VariableMetric: Iteration # 34 - FCN = 297428.138743 Edm = 0.0680156 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297428.0278508 Edm = 0.0359318 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297427.9706196 Edm = 0.0252098 NCalls = 116 -VariableMetric: Iteration # 37 - FCN = 297427.6485955 Edm = 0.31349 NCalls = 120 -VariableMetric: Iteration # 38 - FCN = 297416.7939521 Edm = 6.15313 NCalls = 128 -VariableMetric: Iteration # 39 - FCN = 297391.90269 Edm = 1.27759 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297390.3402873 Edm = 0.5372 NCalls = 133 -VariableMetric: Iteration # 41 - FCN = 297389.1290037 Edm = 1.4538 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297388.594245 Edm = 1.50995 NCalls = 142 -VariableMetric: Iteration # 43 - FCN = 297385.5865542 Edm = 4.49463 NCalls = 146 -VariableMetric: Iteration # 44 - FCN = 297382.2218858 Edm = 1.64021 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297379.9710789 Edm = 0.0438734 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297379.9094339 Edm = 0.0100485 NCalls = 155 -VariableMetric: Iteration # 47 - FCN = 297379.8034333 Edm = 0.0923574 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297373.3027999 Edm = 1.14217 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297371.8468745 Edm = 0.0392405 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297371.7955238 Edm = 0.00347296 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297371.7884396 Edm = 0.00263355 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297371.7508727 Edm = 0.0365509 NCalls = 174 -VariableMetric: Iteration # 53 - FCN = 297371.4595896 Edm = 0.247737 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297367.6298498 Edm = 2.26605 NCalls = 188 -VariableMetric: Iteration # 55 - FCN = 297360.6351879 Edm = 35.2138 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297352.1986554 Edm = 4.46861 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297341.8040956 Edm = 1.19576 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297340.1049778 Edm = 0.15314 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297339.9367404 Edm = 0.0475188 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297339.8982261 Edm = 0.0113935 NCalls = 199 -VariableMetric: Iteration # 61 - FCN = 297339.8794501 Edm = 0.00215213 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297339.874459 Edm = 0.00271179 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297339.8581484 Edm = 0.00540974 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297339.8338504 Edm = 0.0126071 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297339.5110263 Edm = 0.359996 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297339.1388715 Edm = 0.336665 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297322.4311681 Edm = 3.06832 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297314.0612803 Edm = 0.861785 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297313.2980762 Edm = 0.179164 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297313.1853659 Edm = 0.109432 NCalls = 233 -VariableMetric: Iteration # 71 - FCN = 297313.0846779 Edm = 0.0285424 NCalls = 236 -VariableMetric: Iteration # 72 - FCN = 297313.0532412 Edm = 0.0095021 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297313.0454847 Edm = 0.00388704 NCalls = 240 -VariableMetric: Iteration # 74 - FCN = 297313.0396871 Edm = 0.00289574 NCalls = 242 -VariableMetric: Iteration # 75 - FCN = 297313.0244759 Edm = 0.016633 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297312.857941 Edm = 0.212372 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297312.8391287 Edm = 0.0174869 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297312.4072993 Edm = 0.495932 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297312.2568492 Edm = 0.148153 NCalls = 264 -VariableMetric: Iteration # 80 - FCN = 297310.4994586 Edm = 1.70213 NCalls = 271 -VariableMetric: Iteration # 81 - FCN = 297298.0681573 Edm = 5.57927 NCalls = 275 -VariableMetric: Iteration # 82 - FCN = 297294.0956008 Edm = 0.404087 NCalls = 277 -VariableMetric: Iteration # 83 - FCN = 297293.7116778 Edm = 0.042809 NCalls = 278 -VariableMetric: Iteration # 84 - FCN = 297293.677832 Edm = 0.00385694 NCalls = 280 -VariableMetric: Iteration # 85 - FCN = 297293.6737703 Edm = 0.000375715 NCalls = 282 -VariableMetric: Iteration # 86 - FCN = 297293.6730269 Edm = 0.000475138 NCalls = 284 -VariableMetric: Iteration # 87 - FCN = 297293.6691982 Edm = 0.00238109 NCalls = 288 -VariableMetric: Iteration # 88 - FCN = 297293.6469319 Edm = 0.0195541 NCalls = 291 -VariableMetric: Iteration # 89 - FCN = 297292.4135517 Edm = 1.02812 NCalls = 296 -VariableMetric: Iteration # 90 - FCN = 297281.0220793 Edm = 2.45089 NCalls = 299 -VariableMetric: Iteration # 91 - FCN = 297278.8994182 Edm = 0.616379 NCalls = 300 -VariableMetric: Iteration # 92 - FCN = 297278.0264316 Edm = 0.362518 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297277.5829009 Edm = 0.364321 NCalls = 304 -VariableMetric: Iteration # 94 - FCN = 297273.1279754 Edm = 2.52114 NCalls = 313 -VariableMetric: Iteration # 95 - FCN = 297273.0772888 Edm = 0.43223 NCalls = 315 -VariableMetric: Iteration # 96 - FCN = 297272.6628637 Edm = 0.876468 NCalls = 317 -VariableMetric: Iteration # 97 - FCN = 297270.0746183 Edm = 1.89678 NCalls = 321 -VariableMetric: Iteration # 98 - FCN = 297267.0973376 Edm = 0.77944 NCalls = 324 -VariableMetric: Iteration # 99 - FCN = 297266.4705348 Edm = 0.0825751 NCalls = 326 -VariableMetric: Iteration # 100 - FCN = 297266.3710424 Edm = 0.0085909 NCalls = 328 -VariableMetric: Iteration # 101 - FCN = 297266.3609368 Edm = 0.00435061 NCalls = 330 -VariableMetric: Iteration # 102 - FCN = 297266.3495821 Edm = 0.00424759 NCalls = 332 -VariableMetric: Iteration # 103 - FCN = 297266.3305778 Edm = 0.0113913 NCalls = 334 -VariableMetric: Iteration # 104 - FCN = 297266.2772449 Edm = 0.0358314 NCalls = 336 -VariableMetric: Iteration # 105 - FCN = 297265.8597047 Edm = 0.373144 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297262.0575006 Edm = 3.93028 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297238.6212208 Edm = 9.0524 NCalls = 347 -VariableMetric: Iteration # 108 - FCN = 297227.2940945 Edm = 1.49737 NCalls = 350 -VariableMetric: Iteration # 109 - FCN = 297225.9486965 Edm = 0.190706 NCalls = 352 -VariableMetric: Iteration # 110 - FCN = 297225.7417958 Edm = 0.0401882 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297225.7141558 Edm = 0.00567923 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297225.7059986 Edm = 0.00104186 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297225.7043221 Edm = 0.000451406 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297225.7025927 Edm = 0.0013734 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297225.6792508 Edm = 0.0198875 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297225.5050432 Edm = 0.126121 NCalls = 370 -VariableMetric: Iteration # 117 - FCN = 297223.3858506 Edm = 1.32505 NCalls = 374 -VariableMetric: Iteration # 118 - FCN = 297221.888277 Edm = 0.224262 NCalls = 376 -VariableMetric: Iteration # 119 - FCN = 297221.6695897 Edm = 0.00432504 NCalls = 378 -VariableMetric: Iteration # 120 - FCN = 297221.6653344 Edm = 0.000164328 NCalls = 379 -VariableMetric: Iteration # 121 - FCN = 297221.6650438 Edm = 0.00015535 NCalls = 381 -VariableMetric: Iteration # 122 - FCN = 297221.6634095 Edm = 0.00120319 NCalls = 385 -VariableMetric: Iteration # 123 - FCN = 297221.6427245 Edm = 0.0183325 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297221.3147348 Edm = 0.248853 NCalls = 393 -VariableMetric: Iteration # 125 - FCN = 297220.4029372 Edm = 0.0279717 NCalls = 395 -VariableMetric: Iteration # 126 - FCN = 297220.3764462 Edm = 0.00041283 NCalls = 396 -VariableMetric: Iteration # 127 - FCN = 297220.3761085 Edm = 1.62868e-05 NCalls = 398 -VariableMetric: After Hessian - FCN = 297220.3761085 Edm = 477.603 NCalls = 877 -VariableMetric: Iteration # 128 - FCN = 297220.3761085 Edm = 477.603 NCalls = 877 -VariableMetric: Iteration # 129 - FCN = 297218.4171673 Edm = 34.0064 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297217.7517772 Edm = 1.92292 NCalls = 885 -VariableMetric: Iteration # 131 - FCN = 297216.3254949 Edm = 0.176683 NCalls = 887 -VariableMetric: Iteration # 132 - FCN = 297215.9195134 Edm = 0.0698237 NCalls = 889 -VariableMetric: Iteration # 133 - FCN = 297215.7849841 Edm = 0.0468362 NCalls = 892 -VariableMetric: Iteration # 134 - FCN = 297215.709485 Edm = 0.0192427 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297215.6307937 Edm = 0.0315661 NCalls = 898 -VariableMetric: Iteration # 136 - FCN = 297215.6108281 Edm = 0.0117992 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297215.594415 Edm = 0.0199206 NCalls = 903 -VariableMetric: Iteration # 138 - FCN = 297215.5745166 Edm = 0.0112566 NCalls = 906 -VariableMetric: Iteration # 139 - FCN = 297215.5462895 Edm = 0.0170603 NCalls = 909 -VariableMetric: Iteration # 140 - FCN = 297215.5145014 Edm = 0.0135848 NCalls = 911 -VariableMetric: Iteration # 141 - FCN = 297215.4794888 Edm = 0.0242033 NCalls = 914 -VariableMetric: Iteration # 142 - FCN = 297215.4485688 Edm = 0.0289788 NCalls = 916 -VariableMetric: Iteration # 143 - FCN = 297215.4299147 Edm = 0.0162218 NCalls = 919 -VariableMetric: Iteration # 144 - FCN = 297215.4018926 Edm = 0.0161277 NCalls = 922 -VariableMetric: Iteration # 145 - FCN = 297215.3910004 Edm = 0.010046 NCalls = 924 -VariableMetric: Iteration # 146 - FCN = 297215.3814025 Edm = 0.00819833 NCalls = 927 -VariableMetric: Iteration # 147 - FCN = 297215.3700595 Edm = 0.00603975 NCalls = 930 -VariableMetric: Iteration # 148 - FCN = 297215.3611023 Edm = 0.00451196 NCalls = 932 -VariableMetric: Iteration # 149 - FCN = 297215.3541719 Edm = 0.00423087 NCalls = 935 -VariableMetric: Iteration # 150 - FCN = 297215.3493882 Edm = 0.00398687 NCalls = 937 -VariableMetric: Iteration # 151 - FCN = 297215.3432196 Edm = 0.00155725 NCalls = 940 -VariableMetric: Iteration # 152 - FCN = 297215.340009 Edm = 0.00124248 NCalls = 942 -VariableMetric: Iteration # 153 - FCN = 297215.3377447 Edm = 0.00360831 NCalls = 945 -VariableMetric: Iteration # 154 - FCN = 297215.3291799 Edm = 0.00563111 NCalls = 948 -VariableMetric: Iteration # 155 - FCN = 297215.3176929 Edm = 0.00873017 NCalls = 951 -VariableMetric: Iteration # 156 - FCN = 297215.312406 Edm = 0.00621471 NCalls = 954 -VariableMetric: Iteration # 157 - FCN = 297215.3047367 Edm = 0.00299876 NCalls = 956 -VariableMetric: Iteration # 158 - FCN = 297215.3013263 Edm = 0.00242297 NCalls = 958 -VariableMetric: Iteration # 159 - FCN = 297215.2979983 Edm = 0.0016149 NCalls = 960 -VariableMetric: Iteration # 160 - FCN = 297215.2952097 Edm = 0.00167262 NCalls = 963 -VariableMetric: Iteration # 161 - FCN = 297215.2932662 Edm = 0.000707946 NCalls = 965 -VariableMetric: Iteration # 162 - FCN = 297215.291968 Edm = 0.000583772 NCalls = 967 -VariableMetric: Iteration # 163 - FCN = 297215.2903518 Edm = 0.000812953 NCalls = 969 -VariableMetric: Iteration # 164 - FCN = 297215.2876614 Edm = 0.00182649 NCalls = 971 -VariableMetric: Iteration # 165 - FCN = 297215.2853337 Edm = 0.0014037 NCalls = 974 -VariableMetric: Iteration # 166 - FCN = 297215.2822738 Edm = 0.000804699 NCalls = 976 -VariableMetric: Iteration # 167 - FCN = 297215.2810283 Edm = 0.000955217 NCalls = 978 -VariableMetric: Iteration # 168 - FCN = 297215.2800057 Edm = 0.00037848 NCalls = 980 -VariableMetric: Iteration # 169 - FCN = 297215.2795163 Edm = 0.000140314 NCalls = 982 -VariableMetric: Iteration # 170 - FCN = 297215.2791363 Edm = 0.00018015 NCalls = 984 -VariableMetric: Iteration # 171 - FCN = 297215.278811 Edm = 0.00015613 NCalls = 986 -VariableMetric: Iteration # 172 - FCN = 297215.278627 Edm = 2.68386e-05 NCalls = 988 -VariableMetric: After Hessian - FCN = 297215.278627 Edm = 0.00110197 NCalls = 1481 -VariableMetric: Iteration # 173 - FCN = 297215.278627 Edm = 0.00110197 NCalls = 1481 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302678.0015182 Edm = 18.8998 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302678.0015182 Edm = 18.8998 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299174.4811845 Edm = 0.965083 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 299173.4420858 Edm = 1.6209 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297912.4646149 Edm = 44.1966 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297854.544669 Edm = 14.9843 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297843.6044568 Edm = 0.195797 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297842.7404902 Edm = 0.616144 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297746.0940604 Edm = 39.0615 NCalls = 30 -VariableMetric: Iteration # 8 - FCN = 297693.0710658 Edm = 0.859802 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 297692.1674397 Edm = 0.155116 NCalls = 35 -VariableMetric: Iteration # 10 - FCN = 297690.6388128 Edm = 1.6329 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297641.8133216 Edm = 32.6657 NCalls = 45 -VariableMetric: Iteration # 12 - FCN = 297491.4464399 Edm = 12.4558 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297469.5533914 Edm = 4.62737 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297456.7450095 Edm = 1.0471 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297455.5575213 Edm = 0.105448 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297455.4360398 Edm = 0.0367559 NCalls = 56 -VariableMetric: Iteration # 17 - FCN = 297441.9829829 Edm = 11.2246 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297380.7308728 Edm = 4.54272 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297378.8225276 Edm = 0.278383 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297378.3525927 Edm = 0.0328393 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297378.3135328 Edm = 0.00440696 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297378.0634632 Edm = 0.236371 NCalls = 77 -VariableMetric: Iteration # 23 - FCN = 297361.45558 Edm = 8.71804 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297337.8990643 Edm = 1.61204 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297336.1141169 Edm = 0.144096 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297336.0554929 Edm = 0.0313222 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297336.0247833 Edm = 0.00415385 NCalls = 90 -VariableMetric: Iteration # 28 - FCN = 297336.0167244 Edm = 0.00457065 NCalls = 92 -VariableMetric: Iteration # 29 - FCN = 297335.9645442 Edm = 0.058577 NCalls = 96 -VariableMetric: Iteration # 30 - FCN = 297333.6484079 Edm = 1.57398 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297315.5160323 Edm = 6.90618 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297310.1983783 Edm = 1.60206 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297308.9014292 Edm = 0.0526236 NCalls = 110 -VariableMetric: Iteration # 34 - FCN = 297308.8668336 Edm = 0.00315798 NCalls = 112 -VariableMetric: Iteration # 35 - FCN = 297308.8614155 Edm = 0.00268487 NCalls = 114 -VariableMetric: Iteration # 36 - FCN = 297308.7382478 Edm = 0.138006 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297308.1799059 Edm = 0.510276 NCalls = 125 -VariableMetric: Iteration # 38 - FCN = 297298.1997333 Edm = 1.63328 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297295.3134847 Edm = 0.269414 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297294.9071975 Edm = 0.0664819 NCalls = 134 -VariableMetric: Iteration # 41 - FCN = 297294.8282757 Edm = 0.0169666 NCalls = 136 -VariableMetric: Iteration # 42 - FCN = 297294.7992858 Edm = 0.00380899 NCalls = 138 -VariableMetric: Iteration # 43 - FCN = 297294.7930159 Edm = 0.000626056 NCalls = 140 -VariableMetric: Iteration # 44 - FCN = 297294.790633 Edm = 0.00168043 NCalls = 142 -VariableMetric: Iteration # 45 - FCN = 297294.7630246 Edm = 0.0239772 NCalls = 146 -VariableMetric: Iteration # 46 - FCN = 297293.2236676 Edm = 0.827993 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297291.3648313 Edm = 0.301772 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297291.1289731 Edm = 0.0805947 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297291.0613158 Edm = 0.00733166 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297291.0539403 Edm = 0.00119653 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297291.0526829 Edm = 0.000346373 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297291.051173 Edm = 0.000735734 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297291.0486892 Edm = 0.000783491 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297291.004741 Edm = 0.0452076 NCalls = 172 -VariableMetric: Iteration # 55 - FCN = 297290.6146273 Edm = 0.354025 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297286.1906322 Edm = 2.99413 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297284.3918863 Edm = 0.44383 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297284.0887439 Edm = 0.0892112 NCalls = 187 -VariableMetric: Iteration # 59 - FCN = 297283.9999296 Edm = 0.00796317 NCalls = 189 -VariableMetric: Iteration # 60 - FCN = 297283.9929586 Edm = 0.000624959 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297283.9921709 Edm = 0.000228501 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297283.9821773 Edm = 0.00980189 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297283.9102034 Edm = 0.0657696 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297282.3492606 Edm = 0.415451 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297281.7196476 Edm = 0.0322345 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297281.6798817 Edm = 0.00257868 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297281.6776498 Edm = 0.000399958 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297281.6771368 Edm = 0.000206954 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297281.6757963 Edm = 0.00112886 NCalls = 221 -VariableMetric: Iteration # 70 - FCN = 297281.6573128 Edm = 0.0148171 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297281.4817264 Edm = 0.134958 NCalls = 228 -VariableMetric: Iteration # 72 - FCN = 297280.1902725 Edm = 0.536627 NCalls = 231 -VariableMetric: Iteration # 73 - FCN = 297279.1797873 Edm = 0.0701508 NCalls = 233 -VariableMetric: Iteration # 74 - FCN = 297279.1411118 Edm = 0.0109313 NCalls = 235 -VariableMetric: Iteration # 75 - FCN = 297279.1336529 Edm = 0.00071613 NCalls = 237 -VariableMetric: Iteration # 76 - FCN = 297279.1328079 Edm = 0.00011424 NCalls = 239 -VariableMetric: Iteration # 77 - FCN = 297279.1325943 Edm = 0.000142142 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297279.1302552 Edm = 0.00227921 NCalls = 245 -VariableMetric: Iteration # 79 - FCN = 297279.0381219 Edm = 0.065582 NCalls = 249 -VariableMetric: Iteration # 80 - FCN = 297278.385423 Edm = 0.184422 NCalls = 252 -VariableMetric: Iteration # 81 - FCN = 297278.0987595 Edm = 0.0121386 NCalls = 254 -VariableMetric: Iteration # 82 - FCN = 297278.0817461 Edm = 0.00176789 NCalls = 256 -VariableMetric: Iteration # 83 - FCN = 297278.0791751 Edm = 8.96331e-05 NCalls = 258 -VariableMetric: Iteration # 84 - FCN = 297278.0790593 Edm = 1.92604e-05 NCalls = 260 -VariableMetric: After Hessian - FCN = 297278.0790593 Edm = 3.42868 NCalls = 731 -VariableMetric: Iteration # 85 - FCN = 297278.0790593 Edm = 3.42868 NCalls = 731 -VariableMetric: Iteration # 86 - FCN = 297274.9118948 Edm = 0.130377 NCalls = 733 -VariableMetric: Iteration # 87 - FCN = 297274.8322301 Edm = 0.0195855 NCalls = 735 -VariableMetric: Iteration # 88 - FCN = 297274.7923183 Edm = 0.0127334 NCalls = 737 -VariableMetric: Iteration # 89 - FCN = 297274.784251 Edm = 0.00324154 NCalls = 739 -VariableMetric: Iteration # 90 - FCN = 297274.7809186 Edm = 0.000732902 NCalls = 741 -VariableMetric: Iteration # 91 - FCN = 297274.7801757 Edm = 0.000193829 NCalls = 742 -VariableMetric: Iteration # 92 - FCN = 297274.7797567 Edm = 0.000111265 NCalls = 744 -VariableMetric: Iteration # 93 - FCN = 297274.7796005 Edm = 1.03807e-05 NCalls = 746 -VariableMetric: After Hessian - FCN = 297274.7796005 Edm = 9.80293e-06 NCalls = 1233 -VariableMetric: Iteration # 94 - FCN = 297274.7796005 Edm = 9.80293e-06 NCalls = 1233 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334095.1415781 Edm = 643.647 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334095.1415781 Edm = 643.647 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309411.3850626 Edm = 11.4268 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 306525.0337068 Edm = 84.5146 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 306477.4280652 Edm = 45.3445 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 306445.9764154 Edm = 34.743 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 302984.0210133 Edm = 241.331 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 300474.1035782 Edm = 125.84 NCalls = 42 -VariableMetric: Iteration # 7 - FCN = 300055.1458637 Edm = 28246.3 NCalls = 46 -VariableMetric: Iteration # 8 - FCN = 299631.1261344 Edm = 883.508 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 297992.8559109 Edm = 66.6772 NCalls = 51 -VariableMetric: Iteration # 10 - FCN = 297871.4650662 Edm = 10.3406 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 297862.605991 Edm = 0.373784 NCalls = 56 -VariableMetric: Iteration # 12 - FCN = 297861.8726031 Edm = 0.179354 NCalls = 58 -VariableMetric: Iteration # 13 - FCN = 297773.6173715 Edm = 30.3526 NCalls = 65 -VariableMetric: Iteration # 14 - FCN = 297708.0827652 Edm = 7.52442 NCalls = 67 -VariableMetric: Iteration # 15 - FCN = 297699.040922 Edm = 0.300261 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297698.6674507 Edm = 0.0912787 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297694.4756437 Edm = 4.43659 NCalls = 75 -VariableMetric: Iteration # 18 - FCN = 297640.7590804 Edm = 48.9969 NCalls = 83 -VariableMetric: Iteration # 19 - FCN = 297556.6013883 Edm = 39.0725 NCalls = 87 -VariableMetric: Iteration # 20 - FCN = 297491.3492779 Edm = 0.94454 NCalls = 89 -VariableMetric: Iteration # 21 - FCN = 297490.4571276 Edm = 0.161855 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297490.3547579 Edm = 0.0132031 NCalls = 92 -VariableMetric: Iteration # 23 - FCN = 297490.1729246 Edm = 0.13513 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297473.8314673 Edm = 14.8574 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297329.3634425 Edm = 16.8025 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 297309.0617314 Edm = 3.99493 NCalls = 108 -VariableMetric: Iteration # 27 - FCN = 297305.4732963 Edm = 0.0315845 NCalls = 110 -VariableMetric: Iteration # 28 - FCN = 297305.4410135 Edm = 0.00259306 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297305.4178038 Edm = 0.0233646 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297301.7963032 Edm = 0.4703 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297289.8564967 Edm = 3.64654 NCalls = 126 -VariableMetric: Iteration # 32 - FCN = 297283.9613563 Edm = 3.5878 NCalls = 129 -VariableMetric: Iteration # 33 - FCN = 297282.4055893 Edm = 0.724708 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297281.0037353 Edm = 0.467943 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297279.9932543 Edm = 0.0605944 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297279.9449729 Edm = 0.00536385 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297279.9368402 Edm = 0.00331687 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297279.9015609 Edm = 0.0397711 NCalls = 142 -VariableMetric: Iteration # 39 - FCN = 297278.4849383 Edm = 1.54702 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297278.1480943 Edm = 0.335721 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297274.7384084 Edm = 0.281442 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297263.4407342 Edm = 3.57384 NCalls = 164 -VariableMetric: Iteration # 43 - FCN = 297258.2040704 Edm = 4.24641 NCalls = 167 -VariableMetric: Iteration # 44 - FCN = 297255.2554865 Edm = 0.664942 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297254.7174308 Edm = 0.196415 NCalls = 171 -VariableMetric: Iteration # 46 - FCN = 297254.5834095 Edm = 0.0284705 NCalls = 173 -VariableMetric: Iteration # 47 - FCN = 297254.5395365 Edm = 0.00554483 NCalls = 175 -VariableMetric: Iteration # 48 - FCN = 297254.5272731 Edm = 0.00702816 NCalls = 177 -VariableMetric: Iteration # 49 - FCN = 297254.3596189 Edm = 0.162431 NCalls = 182 -VariableMetric: Iteration # 50 - FCN = 297247.7903164 Edm = 0.962741 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297247.066455 Edm = 0.181784 NCalls = 189 -VariableMetric: Iteration # 52 - FCN = 297246.942408 Edm = 0.00529707 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297246.9370115 Edm = 0.000903784 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297246.9355407 Edm = 0.000448517 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297246.9321111 Edm = 0.00329345 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297246.5041197 Edm = 0.351794 NCalls = 205 -VariableMetric: Iteration # 57 - FCN = 297243.6167019 Edm = 0.173955 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297243.4302965 Edm = 0.0028709 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297243.4266692 Edm = 0.000266749 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297243.4260923 Edm = 0.000328095 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297243.4217703 Edm = 0.00412635 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297243.2572298 Edm = 0.1341 NCalls = 222 -VariableMetric: Iteration # 63 - FCN = 297240.0698511 Edm = 0.981175 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297238.7026529 Edm = 0.195096 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297238.5473346 Edm = 0.0257168 NCalls = 232 -VariableMetric: Iteration # 66 - FCN = 297238.5237131 Edm = 0.00128821 NCalls = 233 -VariableMetric: Iteration # 67 - FCN = 297238.5225175 Edm = 0.000195076 NCalls = 235 -VariableMetric: Iteration # 68 - FCN = 297238.5220615 Edm = 0.000392916 NCalls = 237 -VariableMetric: Iteration # 69 - FCN = 297238.508844 Edm = 0.0145776 NCalls = 242 -VariableMetric: Iteration # 70 - FCN = 297238.3090426 Edm = 0.0280918 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297237.2920055 Edm = 0.280631 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297236.6121364 Edm = 0.0123635 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297236.5995646 Edm = 0.000942953 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297236.5985277 Edm = 8.20361e-05 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297236.5984184 Edm = 3.84435e-05 NCalls = 259 -VariableMetric: After Hessian - FCN = 297236.5984184 Edm = 40505.6 NCalls = 738 -VariableMetric: Iteration # 76 - FCN = 297236.5984184 Edm = 40505.6 NCalls = 738 -VariableMetric: Iteration # 77 - FCN = 297231.3064159 Edm = 11303.5 NCalls = 746 -VariableMetric: Iteration # 78 - FCN = 297231.0192479 Edm = 1.22023 NCalls = 751 -VariableMetric: Iteration # 79 - FCN = 297227.4935133 Edm = 0.614683 NCalls = 753 -VariableMetric: Iteration # 80 - FCN = 297222.3522158 Edm = 3.98731 NCalls = 758 -VariableMetric: Iteration # 81 - FCN = 297219.0846384 Edm = 5.35544 NCalls = 762 -VariableMetric: Iteration # 82 - FCN = 297216.4583336 Edm = 1.78731 NCalls = 765 -VariableMetric: Iteration # 83 - FCN = 297213.5176569 Edm = 0.950613 NCalls = 769 -VariableMetric: Iteration # 84 - FCN = 297211.8364506 Edm = 0.274627 NCalls = 771 -VariableMetric: Iteration # 85 - FCN = 297210.8773217 Edm = 0.507693 NCalls = 774 -VariableMetric: Iteration # 86 - FCN = 297210.2585824 Edm = 0.147431 NCalls = 776 -VariableMetric: Iteration # 87 - FCN = 297210.0101768 Edm = 0.09258 NCalls = 778 -VariableMetric: Iteration # 88 - FCN = 297209.8165378 Edm = 0.0832935 NCalls = 780 -VariableMetric: Iteration # 89 - FCN = 297209.7402472 Edm = 0.0299068 NCalls = 782 -VariableMetric: Iteration # 90 - FCN = 297209.6779294 Edm = 0.0198876 NCalls = 785 -VariableMetric: Iteration # 91 - FCN = 297209.6071941 Edm = 0.0395703 NCalls = 787 -VariableMetric: Iteration # 92 - FCN = 297209.4956806 Edm = 0.00732897 NCalls = 789 -VariableMetric: Iteration # 93 - FCN = 297209.4760327 Edm = 0.0109907 NCalls = 791 -VariableMetric: Iteration # 94 - FCN = 297209.4328113 Edm = 0.00556135 NCalls = 793 -VariableMetric: Iteration # 95 - FCN = 297209.4184273 Edm = 0.00806638 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297209.3888328 Edm = 0.00352806 NCalls = 797 -VariableMetric: Iteration # 97 - FCN = 297209.3786857 Edm = 0.00509172 NCalls = 799 -VariableMetric: Iteration # 98 - FCN = 297209.3564713 Edm = 0.00185863 NCalls = 801 -VariableMetric: Iteration # 99 - FCN = 297209.3414125 Edm = 0.00909674 NCalls = 804 -VariableMetric: Iteration # 100 - FCN = 297209.3122744 Edm = 0.00351191 NCalls = 806 -VariableMetric: Iteration # 101 - FCN = 297209.2826054 Edm = 0.0143074 NCalls = 809 -VariableMetric: Iteration # 102 - FCN = 297209.252163 Edm = 0.00442575 NCalls = 811 -VariableMetric: Iteration # 103 - FCN = 297209.2370307 Edm = 0.00670747 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297209.2226355 Edm = 0.00198887 NCalls = 815 -VariableMetric: Iteration # 105 - FCN = 297209.2032259 Edm = 0.0107019 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297209.172863 Edm = 0.00183185 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297209.1674585 Edm = 0.00313159 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297209.1488811 Edm = 0.00282605 NCalls = 825 -VariableMetric: Iteration # 109 - FCN = 297209.141658 Edm = 0.00373983 NCalls = 827 -VariableMetric: Iteration # 110 - FCN = 297209.1146486 Edm = 0.00185467 NCalls = 830 -VariableMetric: Iteration # 111 - FCN = 297209.1117176 Edm = 0.0010412 NCalls = 832 -VariableMetric: Iteration # 112 - FCN = 297209.099719 Edm = 0.00266968 NCalls = 835 -VariableMetric: Iteration # 113 - FCN = 297209.0954845 Edm = 0.000351817 NCalls = 837 -VariableMetric: Iteration # 114 - FCN = 297209.0943733 Edm = 0.000442094 NCalls = 839 -VariableMetric: Iteration # 115 - FCN = 297209.0924044 Edm = 0.000136046 NCalls = 841 -VariableMetric: Iteration # 116 - FCN = 297209.092251 Edm = 5.95177e-06 NCalls = 843 -VariableMetric: After Hessian - FCN = 297209.092251 Edm = 0.000180112 NCalls = 1336 -VariableMetric: Iteration # 117 - FCN = 297209.092251 Edm = 0.000180112 NCalls = 1336 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320929.7933988 Edm = 59.0947 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320929.7933988 Edm = 59.0947 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304109.6069937 Edm = 3.94934 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304079.6095042 Edm = 174.483 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304049.3786331 Edm = 3.98948 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 303861.3070785 Edm = 142.834 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 298532.6189897 Edm = 23.5355 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298500.2215345 Edm = 11.1344 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298489.5183212 Edm = 2.41943 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298477.3319782 Edm = 10.4167 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298065.3489343 Edm = 112.318 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297824.5199556 Edm = 144.26 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297432.5096402 Edm = 60.2604 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297427.063101 Edm = 4.51097 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297420.9580449 Edm = 0.110785 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297420.8217258 Edm = 0.0309253 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297420.0607122 Edm = 0.935416 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297415.4839495 Edm = 4.249 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297382.1451767 Edm = 0.256685 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297381.8146431 Edm = 0.0553914 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297381.7504508 Edm = 0.0353186 NCalls = 70 -VariableMetric: Iteration # 20 - FCN = 297379.1790929 Edm = 2.31439 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297312.7017748 Edm = 21.8214 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297264.6916875 Edm = 20.1508 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297255.1840038 Edm = 6.79468 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297247.0190119 Edm = 2.59442 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297244.9924728 Edm = 1.34898 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297243.2628668 Edm = 0.3433 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297242.8449155 Edm = 0.2311 NCalls = 95 -VariableMetric: Iteration # 28 - FCN = 297241.9391397 Edm = 0.466771 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297241.0094794 Edm = 0.0545922 NCalls = 102 -VariableMetric: Iteration # 30 - FCN = 297240.9539897 Edm = 0.0219626 NCalls = 104 -VariableMetric: Iteration # 31 - FCN = 297240.8367895 Edm = 0.102278 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297238.7586261 Edm = 1.46819 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297226.2441104 Edm = 17.542 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297217.0792727 Edm = 10.5366 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297204.7336999 Edm = 2.06395 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297203.3114688 Edm = 0.583194 NCalls = 128 -VariableMetric: Iteration # 37 - FCN = 297203.0133019 Edm = 0.126889 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297202.8534888 Edm = 0.0145536 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297202.8355004 Edm = 0.00427594 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297202.7957302 Edm = 0.0332745 NCalls = 137 -VariableMetric: Iteration # 41 - FCN = 297202.5926182 Edm = 0.0653146 NCalls = 140 -VariableMetric: Iteration # 42 - FCN = 297200.9314233 Edm = 1.91202 NCalls = 144 -VariableMetric: Iteration # 43 - FCN = 297200.2605407 Edm = 0.59155 NCalls = 147 -VariableMetric: Iteration # 44 - FCN = 297197.0120914 Edm = 2.31719 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297186.7427269 Edm = 1.5525 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297185.8169934 Edm = 0.254573 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297185.5886166 Edm = 0.132613 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297185.494439 Edm = 0.0144418 NCalls = 161 -VariableMetric: Iteration # 49 - FCN = 297185.4795242 Edm = 0.00176649 NCalls = 163 -VariableMetric: Iteration # 50 - FCN = 297185.4664046 Edm = 0.0121068 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297184.3451251 Edm = 0.674641 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297181.7765835 Edm = 0.766584 NCalls = 175 -VariableMetric: Iteration # 53 - FCN = 297180.5882318 Edm = 0.160166 NCalls = 178 -VariableMetric: Iteration # 54 - FCN = 297180.3184313 Edm = 0.0457271 NCalls = 180 -VariableMetric: Iteration # 55 - FCN = 297180.2663162 Edm = 0.0028585 NCalls = 182 -VariableMetric: Iteration # 56 - FCN = 297180.2629882 Edm = 0.00047585 NCalls = 184 -VariableMetric: Iteration # 57 - FCN = 297180.2576754 Edm = 0.00271268 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297180.2281372 Edm = 0.0188855 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297179.4574189 Edm = 0.667469 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297174.9677292 Edm = 2.93389 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297172.6645548 Edm = 0.892196 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297171.887042 Edm = 0.399789 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297171.238014 Edm = 0.45855 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297170.6341899 Edm = 0.196864 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297170.4871349 Edm = 0.0932562 NCalls = 211 -VariableMetric: Iteration # 66 - FCN = 297170.3970319 Edm = 0.00659911 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297170.3900664 Edm = 0.00042888 NCalls = 216 -VariableMetric: Iteration # 68 - FCN = 297170.3892111 Edm = 0.000344261 NCalls = 218 -VariableMetric: Iteration # 69 - FCN = 297170.3723998 Edm = 0.016731 NCalls = 223 -VariableMetric: Iteration # 70 - FCN = 297170.0421825 Edm = 0.418159 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297170.0407319 Edm = 0.00119687 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297169.9943484 Edm = 0.0603188 NCalls = 238 -VariableMetric: Iteration # 73 - FCN = 297169.3658366 Edm = 0.0718842 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297165.9513555 Edm = 4.84796 NCalls = 251 -VariableMetric: Iteration # 75 - FCN = 297164.3850223 Edm = 8.05023 NCalls = 254 -VariableMetric: Iteration # 76 - FCN = 297157.3545616 Edm = 12.7674 NCalls = 257 -VariableMetric: Iteration # 77 - FCN = 297151.183692 Edm = 8.45795 NCalls = 260 -VariableMetric: Iteration # 78 - FCN = 297136.251421 Edm = 11.4399 NCalls = 264 -VariableMetric: Iteration # 79 - FCN = 297126.9456002 Edm = 6.18949 NCalls = 267 -VariableMetric: Iteration # 80 - FCN = 297121.6391479 Edm = 1.54189 NCalls = 270 -VariableMetric: Iteration # 81 - FCN = 297120.8942976 Edm = 0.224194 NCalls = 272 -VariableMetric: Iteration # 82 - FCN = 297120.7220308 Edm = 0.0939002 NCalls = 274 -VariableMetric: Iteration # 83 - FCN = 297120.6323941 Edm = 0.0319107 NCalls = 276 -VariableMetric: Iteration # 84 - FCN = 297120.5809099 Edm = 0.011341 NCalls = 278 -VariableMetric: Iteration # 85 - FCN = 297120.5469097 Edm = 0.014469 NCalls = 280 -VariableMetric: Iteration # 86 - FCN = 297120.4923727 Edm = 0.0044964 NCalls = 282 -VariableMetric: Iteration # 87 - FCN = 297120.4885151 Edm = 0.000714606 NCalls = 284 -VariableMetric: Iteration # 88 - FCN = 297120.483718 Edm = 0.00424808 NCalls = 287 -VariableMetric: Iteration # 89 - FCN = 297119.9078976 Edm = 0.610289 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297119.9061007 Edm = 0.000764981 NCalls = 295 -VariableMetric: Iteration # 91 - FCN = 297119.8972582 Edm = 0.0090875 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297119.8748966 Edm = 0.0221318 NCalls = 302 -VariableMetric: Iteration # 93 - FCN = 297119.2436835 Edm = 0.398866 NCalls = 309 -VariableMetric: Iteration # 94 - FCN = 297112.5581339 Edm = 3.08801 NCalls = 312 -VariableMetric: Iteration # 95 - FCN = 297109.5632134 Edm = 3.44443 NCalls = 313 -VariableMetric: Iteration # 96 - FCN = 297108.5134154 Edm = 0.293492 NCalls = 315 -VariableMetric: Iteration # 97 - FCN = 297107.6303692 Edm = 0.45052 NCalls = 317 -VariableMetric: Iteration # 98 - FCN = 297106.6201733 Edm = 0.202164 NCalls = 320 -VariableMetric: Iteration # 99 - FCN = 297106.4611849 Edm = 0.146649 NCalls = 322 -VariableMetric: Iteration # 100 - FCN = 297106.3220196 Edm = 0.0269844 NCalls = 324 -VariableMetric: Iteration # 101 - FCN = 297106.2866198 Edm = 0.00406389 NCalls = 326 -VariableMetric: Iteration # 102 - FCN = 297106.2822408 Edm = 0.000346474 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297106.2817921 Edm = 0.00014498 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297106.2800932 Edm = 0.00155371 NCalls = 334 -VariableMetric: Iteration # 105 - FCN = 297106.2248858 Edm = 0.0450015 NCalls = 338 -VariableMetric: Iteration # 106 - FCN = 297104.9275115 Edm = 1.08435 NCalls = 342 -VariableMetric: Iteration # 107 - FCN = 297103.0902407 Edm = 0.82664 NCalls = 345 -VariableMetric: Iteration # 108 - FCN = 297102.3332053 Edm = 0.133122 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297102.2080531 Edm = 0.013151 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297102.1929568 Edm = 0.00174509 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297102.1899639 Edm = 0.000600731 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297102.1890688 Edm = 9.67416e-05 NCalls = 355 -VariableMetric: Iteration # 113 - FCN = 297102.1887154 Edm = 0.000361299 NCalls = 357 -VariableMetric: Iteration # 114 - FCN = 297102.1836931 Edm = 0.00544841 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297102.080752 Edm = 0.0481513 NCalls = 369 -VariableMetric: Iteration # 116 - FCN = 297101.1329988 Edm = 0.704347 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297099.0984232 Edm = 0.890195 NCalls = 375 -VariableMetric: Iteration # 118 - FCN = 297098.3021319 Edm = 0.283863 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297097.9665521 Edm = 0.112553 NCalls = 380 -VariableMetric: Iteration # 120 - FCN = 297097.8719245 Edm = 0.0235448 NCalls = 383 -VariableMetric: Iteration # 121 - FCN = 297097.853158 Edm = 0.00507982 NCalls = 385 -VariableMetric: Iteration # 122 - FCN = 297097.8465699 Edm = 0.00242197 NCalls = 387 -VariableMetric: Iteration # 123 - FCN = 297097.8410712 Edm = 0.000515659 NCalls = 389 -VariableMetric: Iteration # 124 - FCN = 297097.8401632 Edm = 0.000215791 NCalls = 391 -VariableMetric: Iteration # 125 - FCN = 297097.838781 Edm = 0.00132293 NCalls = 394 -VariableMetric: Iteration # 126 - FCN = 297097.8260271 Edm = 0.0132395 NCalls = 399 -VariableMetric: Iteration # 127 - FCN = 297097.7580028 Edm = 0.0597481 NCalls = 406 -VariableMetric: Iteration # 128 - FCN = 297097.0614117 Edm = 1.91311 NCalls = 411 -VariableMetric: Iteration # 129 - FCN = 297096.8076139 Edm = 0.793741 NCalls = 414 -VariableMetric: Iteration # 130 - FCN = 297096.0441518 Edm = 0.460184 NCalls = 417 -VariableMetric: Iteration # 131 - FCN = 297094.989892 Edm = 0.117032 NCalls = 419 -VariableMetric: Iteration # 132 - FCN = 297094.839793 Edm = 0.0874024 NCalls = 421 -VariableMetric: Iteration # 133 - FCN = 297094.7152554 Edm = 0.132195 NCalls = 423 -VariableMetric: Iteration # 134 - FCN = 297094.4362341 Edm = 0.113641 NCalls = 428 -VariableMetric: Iteration # 135 - FCN = 297094.3042885 Edm = 0.0139476 NCalls = 430 -VariableMetric: Iteration # 136 - FCN = 297094.2775637 Edm = 0.00778139 NCalls = 432 -VariableMetric: Iteration # 137 - FCN = 297094.2680073 Edm = 0.00902959 NCalls = 434 -VariableMetric: Iteration # 138 - FCN = 297094.2611549 Edm = 0.000655325 NCalls = 436 -VariableMetric: Iteration # 139 - FCN = 297094.2604894 Edm = 2.90508e-05 NCalls = 438 -VariableMetric: After Hessian - FCN = 297094.2604894 Edm = 1.44765 NCalls = 917 -VariableMetric: Iteration # 140 - FCN = 297094.2604894 Edm = 1.44765 NCalls = 917 -VariableMetric: Iteration # 141 - FCN = 297094.2205052 Edm = 0.633685 NCalls = 920 -VariableMetric: Iteration # 142 - FCN = 297093.2316414 Edm = 0.773598 NCalls = 925 -VariableMetric: Iteration # 143 - FCN = 297092.8169503 Edm = 0.250744 NCalls = 927 -VariableMetric: Iteration # 144 - FCN = 297092.5825976 Edm = 0.21192 NCalls = 929 -VariableMetric: Iteration # 145 - FCN = 297092.2759665 Edm = 0.107418 NCalls = 931 -VariableMetric: Iteration # 146 - FCN = 297092.194513 Edm = 0.131908 NCalls = 933 -VariableMetric: Iteration # 147 - FCN = 297092.0891936 Edm = 0.100749 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297092.0064151 Edm = 0.0578958 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297091.9458705 Edm = 0.0242846 NCalls = 942 -VariableMetric: Iteration # 150 - FCN = 297091.9195537 Edm = 0.0171004 NCalls = 944 -VariableMetric: Iteration # 151 - FCN = 297091.9050119 Edm = 0.00618761 NCalls = 947 -VariableMetric: Iteration # 152 - FCN = 297091.8925299 Edm = 0.00235088 NCalls = 949 -VariableMetric: Iteration # 153 - FCN = 297091.889063 Edm = 0.00155205 NCalls = 951 -VariableMetric: Iteration # 154 - FCN = 297091.8858 Edm = 0.00127103 NCalls = 954 -VariableMetric: Iteration # 155 - FCN = 297091.8825587 Edm = 0.00140557 NCalls = 956 -VariableMetric: Iteration # 156 - FCN = 297091.8808779 Edm = 0.000903172 NCalls = 958 -VariableMetric: Iteration # 157 - FCN = 297091.8787739 Edm = 0.00111406 NCalls = 960 -VariableMetric: Iteration # 158 - FCN = 297091.8738267 Edm = 0.00226841 NCalls = 962 -VariableMetric: Iteration # 159 - FCN = 297091.8600067 Edm = 0.00500266 NCalls = 965 -VariableMetric: Iteration # 160 - FCN = 297091.8487333 Edm = 0.00214377 NCalls = 968 -VariableMetric: Iteration # 161 - FCN = 297091.8457444 Edm = 0.000546315 NCalls = 970 -VariableMetric: Iteration # 162 - FCN = 297091.844792 Edm = 0.00033028 NCalls = 972 -VariableMetric: Iteration # 163 - FCN = 297091.8433314 Edm = 0.000346749 NCalls = 974 -VariableMetric: Iteration # 164 - FCN = 297091.8428369 Edm = 4.15142e-05 NCalls = 976 -VariableMetric: After Hessian - FCN = 297091.8428369 Edm = 8.58354e-05 NCalls = 1473 -VariableMetric: Iteration # 165 - FCN = 297091.8428369 Edm = 8.58354e-05 NCalls = 1473 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327892.5539878 Edm = 184.13 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327892.5539878 Edm = 184.13 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299639.6196672 Edm = 2.62381 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299634.5410111 Edm = 4.73709 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 298063.5169943 Edm = 48.1689 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297890.6998516 Edm = 32.1461 NCalls = 19 -VariableMetric: Iteration # 5 - FCN = 297836.9966436 Edm = 1.90769 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297834.6729015 Edm = 0.0558849 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297833.8509279 Edm = 1.01043 NCalls = 27 -VariableMetric: Iteration # 8 - FCN = 297796.1850751 Edm = 13.4198 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297771.6349413 Edm = 0.203621 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297771.3739444 Edm = 0.0630945 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 297751.8065077 Edm = 11.9821 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297701.6532938 Edm = 2.57283 NCalls = 46 -VariableMetric: Iteration # 13 - FCN = 297698.6785915 Edm = 0.0602813 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297698.5793544 Edm = 0.0395431 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297694.3104103 Edm = 3.81769 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297633.3762255 Edm = 14.7775 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297620.0871705 Edm = 8.466 NCalls = 61 -VariableMetric: Iteration # 18 - FCN = 297596.1176374 Edm = 11.211 NCalls = 63 -VariableMetric: Iteration # 19 - FCN = 297562.6973074 Edm = 43.4841 NCalls = 65 -VariableMetric: Iteration # 20 - FCN = 297557.0525418 Edm = 263863 NCalls = 73 -VariableMetric: Iteration # 21 - FCN = 297552.1225751 Edm = 4.52349e+06 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297497.9890305 Edm = 264589 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297488.7376929 Edm = 8344.51 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297476.777818 Edm = 9356 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297468.8094207 Edm = 2394.64 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297462.7183887 Edm = 3168.76 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297458.1584621 Edm = 8296.02 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297453.6159902 Edm = 736.369 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297451.0279947 Edm = 662.049 NCalls = 115 -VariableMetric: Iteration # 30 - FCN = 297447.2193508 Edm = 769.479 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297443.7236835 Edm = 1400.4 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297428.0002628 Edm = 1137.77 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297425.8567265 Edm = 1078.61 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297421.152746 Edm = 363.705 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297413.7923412 Edm = 137.455 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297412.6042386 Edm = 848.089 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297399.1477482 Edm = 132.043 NCalls = 134 -VariableMetric: Iteration # 38 - FCN = 297389.6202154 Edm = 104.887 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297385.1517889 Edm = 39.3197 NCalls = 141 -VariableMetric: Iteration # 40 - FCN = 297383.1487579 Edm = 22.8434 NCalls = 143 -VariableMetric: Iteration # 41 - FCN = 297377.7408866 Edm = 17.685 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297373.342934 Edm = 3.05403 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297372.0302058 Edm = 7.14483 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297370.3040966 Edm = 3.07522 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297369.3965618 Edm = 6.0446 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297368.2764636 Edm = 1.37298 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297367.5459721 Edm = 0.463034 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297367.1342708 Edm = 0.317588 NCalls = 159 -VariableMetric: Iteration # 49 - FCN = 297367.0024158 Edm = 0.0925231 NCalls = 161 -VariableMetric: Iteration # 50 - FCN = 297366.9485432 Edm = 0.0442659 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297366.8994916 Edm = 0.0218591 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297366.875176 Edm = 0.0292205 NCalls = 166 -VariableMetric: Iteration # 53 - FCN = 297366.8242778 Edm = 0.0226579 NCalls = 168 -VariableMetric: Iteration # 54 - FCN = 297366.7763012 Edm = 0.0471225 NCalls = 170 -VariableMetric: Iteration # 55 - FCN = 297366.6919731 Edm = 0.0507439 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297366.5527457 Edm = 0.108413 NCalls = 176 -VariableMetric: Iteration # 57 - FCN = 297366.238454 Edm = 0.34038 NCalls = 180 -VariableMetric: Iteration # 58 - FCN = 297365.4582181 Edm = 1.22256 NCalls = 184 -VariableMetric: Iteration # 59 - FCN = 297364.6534456 Edm = 1.11308 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297364.5902984 Edm = 0.185312 NCalls = 193 -VariableMetric: Iteration # 61 - FCN = 297363.7575465 Edm = 1.65612 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297363.452801 Edm = 0.326635 NCalls = 200 -VariableMetric: Iteration # 63 - FCN = 297362.5814409 Edm = 2.2273 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297358.9580338 Edm = 4.04586 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297358.8638812 Edm = 0.244748 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297358.8037378 Edm = 0.253726 NCalls = 216 -VariableMetric: Iteration # 67 - FCN = 297357.6229496 Edm = 3.31307 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297357.2883121 Edm = 0.323299 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297353.2731855 Edm = 2.3798 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297351.2306188 Edm = 2.15134 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297349.9919685 Edm = 0.96145 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297348.7464468 Edm = 0.37933 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297348.1850934 Edm = 0.475752 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297347.635184 Edm = 0.196251 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297347.372361 Edm = 0.142943 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297347.2312791 Edm = 0.11472 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297347.0877367 Edm = 0.0521289 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297346.9843844 Edm = 0.023164 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297346.9529355 Edm = 0.0056391 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297346.9416566 Edm = 0.00208489 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297346.9382391 Edm = 0.000221959 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297346.9379543 Edm = 1.67482e-05 NCalls = 257 -VariableMetric: After Hessian - FCN = 297346.9379543 Edm = 3.59168e-05 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297346.9379543 Edm = 3.59168e-05 NCalls = 742 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310830.6028539 Edm = 15.8764 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310830.6028539 Edm = 15.8764 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304292.8014644 Edm = 298.793 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303622.6212345 Edm = 52.0522 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 303226.2590471 Edm = 208.875 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 298332.2707536 Edm = 94.9675 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 298284.9290349 Edm = 47.5571 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298019.128332 Edm = 5.82664 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298012.1113079 Edm = 2.55832 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298010.4383758 Edm = 0.0453821 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298009.5243154 Edm = 0.809576 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297950.0860134 Edm = 0.530272 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297949.3706485 Edm = 0.100656 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297948.4175601 Edm = 0.765215 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297832.5598408 Edm = 25.24 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297797.0399307 Edm = 2.55761 NCalls = 58 -VariableMetric: Iteration # 15 - FCN = 297794.2354337 Edm = 0.179586 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297793.9552395 Edm = 0.0757322 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297793.7388842 Edm = 0.0425039 NCalls = 64 -VariableMetric: Iteration # 18 - FCN = 297793.3042934 Edm = 0.323523 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297770.0109696 Edm = 10.5504 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297756.5534672 Edm = 12.9791 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297733.8708611 Edm = 40.8042 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297724.5078982 Edm = 13.4383 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297602.631404 Edm = 66.6605 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297531.4396018 Edm = 23.6195 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297514.6221236 Edm = 0.985777 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297513.5188525 Edm = 0.202139 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297513.1534362 Edm = 0.0181674 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297513.1284892 Edm = 0.00402863 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297512.9884677 Edm = 0.137546 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297512.6158126 Edm = 0.328182 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297487.4493931 Edm = 5.89216 NCalls = 116 -VariableMetric: Iteration # 32 - FCN = 297481.5313269 Edm = 7.6832 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297472.3118711 Edm = 19.0427 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297469.5899973 Edm = 8.64056 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297458.1011399 Edm = 18.1873 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297442.4810569 Edm = 18.2247 NCalls = 132 -VariableMetric: Iteration # 37 - FCN = 297425.4608943 Edm = 6.82777 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297420.7999519 Edm = 7.85589 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297414.3493971 Edm = 1.9133 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297411.4855874 Edm = 0.775484 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297410.361273 Edm = 0.118814 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297410.2514713 Edm = 0.0164297 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297410.1972222 Edm = 0.0296773 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297410.0065794 Edm = 0.0648544 NCalls = 153 -VariableMetric: Iteration # 45 - FCN = 297408.9019241 Edm = 0.968856 NCalls = 157 -VariableMetric: Iteration # 46 - FCN = 297393.4629632 Edm = 4.39425 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297390.9331552 Edm = 0.531916 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297390.4484876 Edm = 0.0239784 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297390.4203511 Edm = 0.00868918 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297390.2588268 Edm = 0.133662 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297384.392891 Edm = 3.3941 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297372.529994 Edm = 1.74093 NCalls = 176 -VariableMetric: Iteration # 53 - FCN = 297369.9995994 Edm = 0.283569 NCalls = 179 -VariableMetric: Iteration # 54 - FCN = 297369.7344392 Edm = 0.0718838 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297369.6595406 Edm = 0.00990864 NCalls = 183 -VariableMetric: Iteration # 56 - FCN = 297369.6443585 Edm = 0.00281065 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297369.5740213 Edm = 0.0618217 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297368.939574 Edm = 0.447088 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297360.3266206 Edm = 6.82336 NCalls = 197 -VariableMetric: Iteration # 60 - FCN = 297337.9527139 Edm = 10.4468 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297332.7174444 Edm = 3.79989 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297329.6315605 Edm = 0.731891 NCalls = 204 -VariableMetric: Iteration # 63 - FCN = 297328.5600563 Edm = 0.738563 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297328.1059839 Edm = 0.826443 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297327.7161675 Edm = 0.177822 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297327.4822194 Edm = 0.0201613 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297327.4642977 Edm = 0.00528395 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297327.4414664 Edm = 0.0203297 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297327.1435675 Edm = 0.296518 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297325.3589712 Edm = 1.25328 NCalls = 225 -VariableMetric: Iteration # 71 - FCN = 297320.839828 Edm = 5.20268 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297316.9822826 Edm = 4.42629 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297311.5643134 Edm = 6.10969 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297302.6157734 Edm = 4.23782 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297298.0872429 Edm = 4.93984 NCalls = 244 -VariableMetric: Iteration # 76 - FCN = 297295.6194597 Edm = 2.2213 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297293.5054568 Edm = 0.514605 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297292.788929 Edm = 0.257071 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297292.5055174 Edm = 0.174643 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297292.3222211 Edm = 0.0461128 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297292.2698905 Edm = 0.00319081 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297292.2654631 Edm = 0.00202347 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297292.2602084 Edm = 0.00728324 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297292.182279 Edm = 0.0720343 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297287.3342355 Edm = 1.78494 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297284.2391293 Edm = 0.670329 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297283.3611863 Edm = 0.198111 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297283.0646982 Edm = 0.0180165 NCalls = 279 -VariableMetric: Iteration # 89 - FCN = 297283.0452021 Edm = 0.00129697 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297283.0438592 Edm = 0.000159318 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297283.0435046 Edm = 0.000194993 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297283.0413384 Edm = 0.00206098 NCalls = 287 -VariableMetric: Iteration # 93 - FCN = 297283.0123702 Edm = 0.0264713 NCalls = 293 -VariableMetric: Iteration # 94 - FCN = 297282.6715896 Edm = 0.227356 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297281.6080053 Edm = 0.302678 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297281.1149874 Edm = 0.0348627 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297281.076023 Edm = 0.0033253 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297281.0725642 Edm = 0.000182894 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297281.0723462 Edm = 4.29305e-05 NCalls = 305 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301879.4813409 Edm = 21.333 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301879.4813409 Edm = 21.333 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298895.1997626 Edm = 0.459378 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 298894.5331763 Edm = 0.496622 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 298526.4168086 Edm = 494.979 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 298521.1923704 Edm = 0.435434 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 298097.7411288 Edm = 34.6429 NCalls = 28 -VariableMetric: Iteration # 6 - FCN = 298067.3361122 Edm = 0.545348 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 298066.5385612 Edm = 0.0979961 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 298047.371222 Edm = 15.1785 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298005.7804896 Edm = 0.126872 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298005.4438734 Edm = 0.161577 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297927.5503518 Edm = 84.1106 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297926.9877547 Edm = 0.312925 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297917.2057082 Edm = 9.66448 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 297743.3276466 Edm = 2.48342 NCalls = 60 -VariableMetric: Iteration # 15 - FCN = 297741.0364759 Edm = 0.0459045 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297740.8601388 Edm = 0.136338 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297707.8448292 Edm = 21.7553 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297633.7129345 Edm = 22.1484 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297598.4071912 Edm = 6.90629 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297588.5695612 Edm = 0.419928 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297588.2989327 Edm = 0.022555 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297588.2754945 Edm = 0.00478177 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297588.2219109 Edm = 0.0772735 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297584.3864683 Edm = 3.00791 NCalls = 93 -VariableMetric: Iteration # 25 - FCN = 297550.6829666 Edm = 6.52655 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297545.2958127 Edm = 0.0871398 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297545.2352412 Edm = 0.0223869 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297545.1503725 Edm = 0.0729386 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297542.9992141 Edm = 2.49019 NCalls = 109 -VariableMetric: Iteration # 30 - FCN = 297542.4665745 Edm = 0.461597 NCalls = 113 -VariableMetric: Iteration # 31 - FCN = 297499.6880897 Edm = 7.49995 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297489.0815339 Edm = 0.487629 NCalls = 121 -VariableMetric: Iteration # 33 - FCN = 297488.3750086 Edm = 0.192427 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297487.7886463 Edm = 0.0660869 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297487.7021576 Edm = 0.00751569 NCalls = 128 -VariableMetric: Iteration # 36 - FCN = 297487.6904449 Edm = 0.00193086 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297487.6868777 Edm = 0.00143169 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297487.6619917 Edm = 0.0180669 NCalls = 136 -VariableMetric: Iteration # 39 - FCN = 297487.1125039 Edm = 0.503671 NCalls = 140 -VariableMetric: Iteration # 40 - FCN = 297475.236742 Edm = 0.642602 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297474.5654204 Edm = 0.0251632 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297474.5455787 Edm = 0.00106039 NCalls = 147 -VariableMetric: Iteration # 43 - FCN = 297474.5436911 Edm = 0.00076634 NCalls = 149 -VariableMetric: Iteration # 44 - FCN = 297474.5346541 Edm = 0.00881686 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297473.9197429 Edm = 0.572911 NCalls = 159 -VariableMetric: Iteration # 46 - FCN = 297467.9768713 Edm = 1.09465 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297466.4465768 Edm = 0.26803 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297466.1359164 Edm = 0.110913 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297466.0325425 Edm = 0.00887433 NCalls = 168 -VariableMetric: Iteration # 50 - FCN = 297466.0210123 Edm = 0.000554691 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297466.0194664 Edm = 0.000924421 NCalls = 172 -VariableMetric: Iteration # 52 - FCN = 297465.9290577 Edm = 0.0729506 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297464.060575 Edm = 1.16015 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297460.123587 Edm = 0.992191 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297459.3310971 Edm = 0.0928288 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297459.2201084 Edm = 0.0315272 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297459.1783913 Edm = 0.00278176 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297459.175279 Edm = 0.000149746 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297459.174979 Edm = 8.88989e-05 NCalls = 194 -VariableMetric: Iteration # 60 - FCN = 297459.1742645 Edm = 0.000586345 NCalls = 197 -VariableMetric: Iteration # 61 - FCN = 297459.1565253 Edm = 0.0171515 NCalls = 201 -VariableMetric: Iteration # 62 - FCN = 297458.3211017 Edm = 0.305467 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297457.9158896 Edm = 0.0425901 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297457.8783886 Edm = 0.00463351 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297457.8736867 Edm = 0.000346019 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297457.8732786 Edm = 8.82788e-05 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297457.8722638 Edm = 0.000881158 NCalls = 217 -VariableMetric: Iteration # 68 - FCN = 297457.838407 Edm = 0.0314698 NCalls = 221 -VariableMetric: Iteration # 69 - FCN = 297457.174298 Edm = 0.218895 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297456.8385926 Edm = 0.0031966 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297456.8359346 Edm = 0.000317758 NCalls = 229 -VariableMetric: Iteration # 72 - FCN = 297456.8356524 Edm = 8.34209e-06 NCalls = 230 -VariableMetric: After Hessian - FCN = 297456.8356524 Edm = 0.930688 NCalls = 709 -VariableMetric: Iteration # 73 - FCN = 297456.8356524 Edm = 0.930688 NCalls = 709 -VariableMetric: Iteration # 74 - FCN = 297455.6983928 Edm = 0.858166 NCalls = 718 -VariableMetric: Iteration # 75 - FCN = 297455.4948841 Edm = 0.183874 NCalls = 720 -VariableMetric: Iteration # 76 - FCN = 297455.3520344 Edm = 0.119136 NCalls = 722 -VariableMetric: Iteration # 77 - FCN = 297454.5720621 Edm = 0.773536 NCalls = 728 -VariableMetric: Iteration # 78 - FCN = 297454.5563894 Edm = 0.0448455 NCalls = 730 -VariableMetric: Iteration # 79 - FCN = 297454.4944671 Edm = 0.121303 NCalls = 733 -VariableMetric: Iteration # 80 - FCN = 297454.2325143 Edm = 0.699454 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297453.4179142 Edm = 4.78257 NCalls = 742 -VariableMetric: Iteration # 82 - FCN = 297453.3708853 Edm = 0.0548224 NCalls = 744 -VariableMetric: Iteration # 83 - FCN = 297453.1368362 Edm = 0.459083 NCalls = 748 -VariableMetric: Iteration # 84 - FCN = 297450.1496641 Edm = 4.58402 NCalls = 755 -VariableMetric: Iteration # 85 - FCN = 297450.1183033 Edm = 0.0779161 NCalls = 757 -VariableMetric: Iteration # 86 - FCN = 297450.0754579 Edm = 0.229078 NCalls = 759 -VariableMetric: Iteration # 87 - FCN = 297449.6083007 Edm = 1.06554 NCalls = 763 -VariableMetric: Iteration # 88 - FCN = 297448.917872 Edm = 1.47875 NCalls = 767 -VariableMetric: Iteration # 89 - FCN = 297448.1686611 Edm = 0.848708 NCalls = 771 -VariableMetric: Iteration # 90 - FCN = 297447.7410375 Edm = 0.407052 NCalls = 775 -VariableMetric: Iteration # 91 - FCN = 297445.961881 Edm = 1.98495 NCalls = 780 -VariableMetric: Iteration # 92 - FCN = 297445.3451711 Edm = 0.616692 NCalls = 784 -VariableMetric: Iteration # 93 - FCN = 297444.4670388 Edm = 0.782316 NCalls = 788 -VariableMetric: Iteration # 94 - FCN = 297442.1242688 Edm = 1.92208 NCalls = 791 -VariableMetric: Iteration # 95 - FCN = 297439.7993465 Edm = 0.830149 NCalls = 793 -VariableMetric: Iteration # 96 - FCN = 297438.5533341 Edm = 1.42196 NCalls = 796 -VariableMetric: Iteration # 97 - FCN = 297436.5716416 Edm = 0.691784 NCalls = 798 -VariableMetric: Iteration # 98 - FCN = 297435.5391483 Edm = 0.0895901 NCalls = 801 -VariableMetric: Iteration # 99 - FCN = 297435.4429035 Edm = 0.0710722 NCalls = 802 -VariableMetric: Iteration # 100 - FCN = 297435.3316713 Edm = 0.0343076 NCalls = 804 -VariableMetric: Iteration # 101 - FCN = 297435.2663964 Edm = 0.0218312 NCalls = 806 -VariableMetric: Iteration # 102 - FCN = 297435.207753 Edm = 0.0237956 NCalls = 808 -VariableMetric: Iteration # 103 - FCN = 297434.9471158 Edm = 0.26224 NCalls = 813 -VariableMetric: Iteration # 104 - FCN = 297434.5922018 Edm = 0.323787 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297434.4787643 Edm = 0.0796967 NCalls = 819 -VariableMetric: Iteration # 106 - FCN = 297434.3059283 Edm = 0.0820882 NCalls = 822 -VariableMetric: Iteration # 107 - FCN = 297434.2689235 Edm = 0.0384108 NCalls = 824 -VariableMetric: Iteration # 108 - FCN = 297434.2157367 Edm = 0.0233817 NCalls = 827 -VariableMetric: Iteration # 109 - FCN = 297434.1639216 Edm = 0.0285635 NCalls = 830 -VariableMetric: Iteration # 110 - FCN = 297434.110542 Edm = 0.0209144 NCalls = 833 -VariableMetric: Iteration # 111 - FCN = 297434.0839549 Edm = 0.00894003 NCalls = 835 -VariableMetric: Iteration # 112 - FCN = 297434.0657421 Edm = 0.00625552 NCalls = 837 -VariableMetric: Iteration # 113 - FCN = 297434.0586554 Edm = 0.00140052 NCalls = 839 -VariableMetric: Iteration # 114 - FCN = 297434.0570641 Edm = 0.000356872 NCalls = 841 -VariableMetric: Iteration # 115 - FCN = 297434.0561599 Edm = 0.000372484 NCalls = 843 -VariableMetric: Iteration # 116 - FCN = 297434.0550124 Edm = 0.000228353 NCalls = 845 -VariableMetric: Iteration # 117 - FCN = 297434.0543977 Edm = 0.000167228 NCalls = 847 -VariableMetric: Iteration # 118 - FCN = 297434.0540469 Edm = 3.95744e-05 NCalls = 849 -VariableMetric: After Hessian - FCN = 297434.0540469 Edm = 5.68827e-05 NCalls = 1340 -VariableMetric: Iteration # 119 - FCN = 297434.0540469 Edm = 5.68827e-05 NCalls = 1340 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313111.8456914 Edm = 16.802 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313111.8456914 Edm = 16.802 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 305477.7264352 Edm = 9.68465 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302206.7189356 Edm = 19.7944 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 302189.8486525 Edm = 11.5588 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298372.8600814 Edm = 8.21533 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298363.3920641 Edm = 5.01999 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298270.4525277 Edm = 24.9174 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298220.0687116 Edm = 122.706 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298185.6230477 Edm = 2.04833 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298178.4041088 Edm = 4.62221 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 297867.2315977 Edm = 45.4289 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 297820.8691608 Edm = 3.40575 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297814.4679302 Edm = 2.40434 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297811.4382427 Edm = 0.168655 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297810.1808625 Edm = 1.0333 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 297655.4978027 Edm = 61.5988 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297591.378466 Edm = 72.6416 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297464.2292941 Edm = 11.3223 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297449.9952857 Edm = 7.83828 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297430.27471 Edm = 3.57151 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297426.6675023 Edm = 3.20218 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297368.5331395 Edm = 10.2073 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297368.2832185 Edm = 8.95365 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297366.955068 Edm = 0.381103 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297362.3681569 Edm = 1.40058 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297358.9220619 Edm = 0.880225 NCalls = 91 -VariableMetric: Iteration # 26 - FCN = 297357.5719507 Edm = 0.0326142 NCalls = 93 -VariableMetric: Iteration # 27 - FCN = 297355.6687218 Edm = 1.82738 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297283.378867 Edm = 45.9761 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297230.6484199 Edm = 1.98781 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297228.7418962 Edm = 0.104583 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297228.6630411 Edm = 0.0999058 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297228.5320111 Edm = 0.0462331 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297228.439072 Edm = 0.00395841 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297228.3956411 Edm = 0.0379954 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297223.4015432 Edm = 4.02872 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297202.0116724 Edm = 35.16 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297187.3613506 Edm = 10.5969 NCalls = 130 -VariableMetric: Iteration # 38 - FCN = 297170.3143339 Edm = 5.96836 NCalls = 132 -VariableMetric: Iteration # 39 - FCN = 297166.0013728 Edm = 1.2694 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297164.5130628 Edm = 0.241463 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297164.3647976 Edm = 0.049026 NCalls = 138 -VariableMetric: Iteration # 42 - FCN = 297164.2715691 Edm = 0.00388352 NCalls = 140 -VariableMetric: Iteration # 43 - FCN = 297164.2633283 Edm = 0.00632078 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297164.2170105 Edm = 0.0252039 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297164.1672789 Edm = 0.00997987 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297164.070617 Edm = 0.0954568 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297163.575767 Edm = 0.425668 NCalls = 157 -VariableMetric: Iteration # 48 - FCN = 297154.2745483 Edm = 9.84685 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297151.8125539 Edm = 3.51247 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297147.6866302 Edm = 1.26988 NCalls = 168 -VariableMetric: Iteration # 51 - FCN = 297146.6293679 Edm = 0.291209 NCalls = 170 -VariableMetric: Iteration # 52 - FCN = 297146.4420878 Edm = 0.00506913 NCalls = 172 -VariableMetric: Iteration # 53 - FCN = 297146.426079 Edm = 0.00312759 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297146.4182123 Edm = 0.00370029 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297146.360633 Edm = 0.0235379 NCalls = 179 -VariableMetric: Iteration # 56 - FCN = 297146.1224713 Edm = 0.20752 NCalls = 182 -VariableMetric: Iteration # 57 - FCN = 297137.8213272 Edm = 5.48116 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297130.5867386 Edm = 0.39882 NCalls = 190 -VariableMetric: Iteration # 59 - FCN = 297130.2194928 Edm = 0.0421427 NCalls = 192 -VariableMetric: Iteration # 60 - FCN = 297130.1715548 Edm = 0.00624109 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297130.1619181 Edm = 0.000998322 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297130.1594225 Edm = 0.00261574 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297130.1455289 Edm = 0.0146165 NCalls = 202 -VariableMetric: Iteration # 64 - FCN = 297129.9665203 Edm = 0.187201 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297129.9514954 Edm = 0.0137666 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297122.2667245 Edm = 2.33192 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297118.431281 Edm = 0.806824 NCalls = 223 -VariableMetric: Iteration # 68 - FCN = 297118.0508261 Edm = 0.498136 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297117.8396722 Edm = 0.0904269 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297117.7837928 Edm = 0.0102373 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297117.771596 Edm = 0.000811964 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297117.7706651 Edm = 0.000101888 NCalls = 233 -VariableMetric: Iteration # 73 - FCN = 297117.7703233 Edm = 0.000185603 NCalls = 235 -VariableMetric: Iteration # 74 - FCN = 297117.7684246 Edm = 0.00142893 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297117.7180353 Edm = 0.0485768 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297117.4916249 Edm = 0.198709 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297114.0153854 Edm = 0.187275 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297113.8173908 Edm = 0.00315885 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297113.813642 Edm = 0.000572619 NCalls = 256 -VariableMetric: Iteration # 80 - FCN = 297113.8124963 Edm = 0.0005927 NCalls = 258 -VariableMetric: Iteration # 81 - FCN = 297113.8110335 Edm = 0.00146664 NCalls = 260 -VariableMetric: Iteration # 82 - FCN = 297113.8056883 Edm = 0.00183097 NCalls = 265 -VariableMetric: Iteration # 83 - FCN = 297113.8030959 Edm = 0.000554465 NCalls = 267 -VariableMetric: Iteration # 84 - FCN = 297113.7982716 Edm = 0.00489738 NCalls = 270 -VariableMetric: Iteration # 85 - FCN = 297113.7826447 Edm = 0.0129867 NCalls = 274 -VariableMetric: Iteration # 86 - FCN = 297113.5863228 Edm = 0.671972 NCalls = 278 -VariableMetric: Iteration # 87 - FCN = 297113.5635115 Edm = 0.0293881 NCalls = 280 -VariableMetric: Iteration # 88 - FCN = 297113.2877588 Edm = 0.170641 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297112.8318579 Edm = 0.415814 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297112.5792054 Edm = 0.332487 NCalls = 290 -VariableMetric: Iteration # 91 - FCN = 297111.9813188 Edm = 0.493423 NCalls = 293 -VariableMetric: Iteration # 92 - FCN = 297110.6587731 Edm = 1.30016 NCalls = 296 -VariableMetric: Iteration # 93 - FCN = 297109.4419219 Edm = 0.278089 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297109.2205341 Edm = 0.0325777 NCalls = 302 -VariableMetric: Iteration # 95 - FCN = 297109.1968831 Edm = 0.00257248 NCalls = 304 -VariableMetric: Iteration # 96 - FCN = 297109.194023 Edm = 0.00131416 NCalls = 306 -VariableMetric: Iteration # 97 - FCN = 297109.1917656 Edm = 0.00112373 NCalls = 308 -VariableMetric: Iteration # 98 - FCN = 297109.1843199 Edm = 0.00520982 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297109.0223035 Edm = 0.174292 NCalls = 315 -VariableMetric: Iteration # 100 - FCN = 297108.6501549 Edm = 0.349618 NCalls = 320 -VariableMetric: Iteration # 101 - FCN = 297101.7399369 Edm = 2.40673 NCalls = 324 -VariableMetric: Iteration # 102 - FCN = 297100.0232039 Edm = 0.165644 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297099.8901911 Edm = 0.00564746 NCalls = 328 -VariableMetric: Iteration # 104 - FCN = 297099.8849066 Edm = 0.000886942 NCalls = 329 -VariableMetric: Iteration # 105 - FCN = 297099.883482 Edm = 0.000637202 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297099.8772079 Edm = 0.00654442 NCalls = 334 -VariableMetric: Iteration # 107 - FCN = 297099.8338127 Edm = 0.049499 NCalls = 339 -VariableMetric: Iteration # 108 - FCN = 297099.7986128 Edm = 0.0333791 NCalls = 344 -VariableMetric: Iteration # 109 - FCN = 297097.034237 Edm = 1.84809 NCalls = 350 -VariableMetric: Iteration # 110 - FCN = 297092.5804206 Edm = 0.778948 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297091.5552682 Edm = 0.0276581 NCalls = 357 -VariableMetric: Iteration # 112 - FCN = 297091.528355 Edm = 0.00279448 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297091.5263313 Edm = 9.4516e-05 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297091.5261911 Edm = 4.47378e-05 NCalls = 362 -VariableMetric: After Hessian - FCN = 297091.5261911 Edm = 336.817 NCalls = 837 -VariableMetric: Iteration # 115 - FCN = 297091.5261911 Edm = 336.817 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297086.8582645 Edm = 3111.83 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297086.7655626 Edm = 2554.66 NCalls = 849 -VariableMetric: Iteration # 118 - FCN = 297086.7273994 Edm = 932.778 NCalls = 854 -VariableMetric: Iteration # 119 - FCN = 297086.3716023 Edm = 792.837 NCalls = 858 -VariableMetric: Iteration # 120 - FCN = 297086.2695055 Edm = 3714.11 NCalls = 862 -VariableMetric: Iteration # 121 - FCN = 297085.7734705 Edm = 1368.44 NCalls = 865 -VariableMetric: Iteration # 122 - FCN = 297085.0957059 Edm = 493.277 NCalls = 868 -VariableMetric: Iteration # 123 - FCN = 297084.6106261 Edm = 990.565 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297081.6301006 Edm = 401.241 NCalls = 874 -VariableMetric: Iteration # 125 - FCN = 297079.4135766 Edm = 356.1 NCalls = 877 -VariableMetric: Iteration # 126 - FCN = 297077.9360387 Edm = 208.197 NCalls = 880 -VariableMetric: Iteration # 127 - FCN = 297077.5315607 Edm = 46.5845 NCalls = 883 -VariableMetric: Iteration # 128 - FCN = 297077.3070533 Edm = 24.0107 NCalls = 886 -VariableMetric: Iteration # 129 - FCN = 297077.2438586 Edm = 13.0516 NCalls = 889 -VariableMetric: Iteration # 130 - FCN = 297077.1902007 Edm = 16.5739 NCalls = 892 -VariableMetric: Iteration # 131 - FCN = 297077.039713 Edm = 6.50829 NCalls = 894 -VariableMetric: Iteration # 132 - FCN = 297076.9724631 Edm = 3.63833 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297076.9053074 Edm = 1.23885 NCalls = 898 -VariableMetric: Iteration # 134 - FCN = 297076.7460594 Edm = 3.07128 NCalls = 900 -VariableMetric: Iteration # 135 - FCN = 297076.4703745 Edm = 2.23428 NCalls = 902 -VariableMetric: Iteration # 136 - FCN = 297076.4085023 Edm = 0.291389 NCalls = 904 -VariableMetric: Iteration # 137 - FCN = 297076.3772447 Edm = 0.391852 NCalls = 906 -VariableMetric: Iteration # 138 - FCN = 297076.3404195 Edm = 0.0763372 NCalls = 908 -VariableMetric: Iteration # 139 - FCN = 297076.327757 Edm = 0.016371 NCalls = 910 -VariableMetric: Iteration # 140 - FCN = 297076.3214003 Edm = 0.0346844 NCalls = 912 -VariableMetric: Iteration # 141 - FCN = 297076.3118909 Edm = 0.00146971 NCalls = 913 -VariableMetric: Iteration # 142 - FCN = 297076.3112345 Edm = 0.00196565 NCalls = 915 -VariableMetric: Iteration # 143 - FCN = 297076.310369 Edm = 7.84374e-05 NCalls = 917 -VariableMetric: Iteration # 144 - FCN = 297076.3102462 Edm = 2.53986e-05 NCalls = 919 -VariableMetric: After Hessian - FCN = 297076.3102462 Edm = 0.000331354 NCalls = 1404 -VariableMetric: Iteration # 145 - FCN = 297076.3102462 Edm = 0.000331354 NCalls = 1404 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309915.1970769 Edm = 22.6332 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309915.1970769 Edm = 22.6332 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304811.3021504 Edm = 206.65 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304754.7653096 Edm = 238.301 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 303449.1922936 Edm = 1281.05 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299689.3051386 Edm = 153.044 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299452.7686146 Edm = 270.516 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 299227.0735722 Edm = 5.61126 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 299218.8382217 Edm = 0.598096 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299217.3977404 Edm = 0.544024 NCalls = 33 -VariableMetric: Iteration # 9 - FCN = 298583.2185674 Edm = 298.894 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298052.1052329 Edm = 692.353 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297592.671245 Edm = 17.6627 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297566.8516703 Edm = 1.49059 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297565.7929925 Edm = 0.355837 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297565.3747628 Edm = 0.145622 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297476.5947523 Edm = 49.1979 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297408.5946277 Edm = 10.1301 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297385.7399093 Edm = 9.11076 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297355.0295813 Edm = 25.9436 NCalls = 71 -VariableMetric: Iteration # 19 - FCN = 297346.43322 Edm = 12.8016 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297327.6369008 Edm = 0.641278 NCalls = 76 -VariableMetric: Iteration # 21 - FCN = 297327.0494124 Edm = 0.0305104 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297326.9948953 Edm = 0.0379957 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297315.1385291 Edm = 9.28942 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297264.2328611 Edm = 2.30771 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297261.0923158 Edm = 0.206401 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297260.7948816 Edm = 0.0160604 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297260.7694387 Edm = 0.00406504 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297260.722305 Edm = 0.0409881 NCalls = 99 -VariableMetric: Iteration # 29 - FCN = 297258.1868837 Edm = 2.66481 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297254.3034565 Edm = 3.35885 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297234.7671754 Edm = 0.354208 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297234.4449403 Edm = 0.0342703 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297234.4175334 Edm = 0.00112597 NCalls = 117 -VariableMetric: Iteration # 34 - FCN = 297234.4153024 Edm = 0.000607169 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297234.4049979 Edm = 0.00977473 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297233.2976518 Edm = 0.0175987 NCalls = 130 -VariableMetric: Iteration # 37 - FCN = 297223.0113653 Edm = 2.73759 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297220.5351708 Edm = 2.82858 NCalls = 134 -VariableMetric: Iteration # 39 - FCN = 297218.0109328 Edm = 0.863383 NCalls = 136 -VariableMetric: Iteration # 40 - FCN = 297216.6463338 Edm = 0.230952 NCalls = 139 -VariableMetric: Iteration # 41 - FCN = 297216.0606883 Edm = 0.296841 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297215.812444 Edm = 0.118767 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297215.6592976 Edm = 0.0190265 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297215.6200981 Edm = 0.00347794 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297215.612987 Edm = 0.00364644 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297215.5789334 Edm = 0.035691 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297214.5775823 Edm = 1.055 NCalls = 158 -VariableMetric: Iteration # 48 - FCN = 297204.066573 Edm = 0.914518 NCalls = 162 -VariableMetric: Iteration # 49 - FCN = 297203.4205012 Edm = 0.0597279 NCalls = 164 -VariableMetric: Iteration # 50 - FCN = 297203.354672 Edm = 0.0378272 NCalls = 166 -VariableMetric: Iteration # 51 - FCN = 297203.3318415 Edm = 0.0231193 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297203.2623736 Edm = 0.0316973 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297203.1822432 Edm = 0.012988 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297203.1731549 Edm = 0.00443303 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297203.1698494 Edm = 0.000502402 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297203.1644962 Edm = 0.00511529 NCalls = 180 -VariableMetric: Iteration # 57 - FCN = 297203.0391403 Edm = 0.107994 NCalls = 187 -VariableMetric: Iteration # 58 - FCN = 297201.0869336 Edm = 3.27104 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297196.8408886 Edm = 3.26532 NCalls = 196 -VariableMetric: Iteration # 60 - FCN = 297194.9586044 Edm = 1.11606 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297192.9810103 Edm = 0.824995 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297191.8096835 Edm = 0.624693 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297191.2023359 Edm = 0.43493 NCalls = 206 -VariableMetric: Iteration # 64 - FCN = 297190.9325433 Edm = 0.0431565 NCalls = 208 -VariableMetric: Iteration # 65 - FCN = 297190.8593287 Edm = 0.00485022 NCalls = 210 -VariableMetric: Iteration # 66 - FCN = 297190.8541772 Edm = 0.000455508 NCalls = 212 -VariableMetric: Iteration # 67 - FCN = 297190.8526571 Edm = 0.00113248 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297190.7590305 Edm = 0.102904 NCalls = 220 -VariableMetric: Iteration # 69 - FCN = 297190.7577348 Edm = 0.000916409 NCalls = 222 -VariableMetric: Iteration # 70 - FCN = 297190.5287279 Edm = 0.246562 NCalls = 229 -VariableMetric: Iteration # 71 - FCN = 297190.5266236 Edm = 0.00180908 NCalls = 232 -VariableMetric: Iteration # 72 - FCN = 297190.2188123 Edm = 0.377429 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297190.2177453 Edm = 0.00054882 NCalls = 241 -VariableMetric: Iteration # 74 - FCN = 297190.1916881 Edm = 0.0284385 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297189.7135516 Edm = 0.0952783 NCalls = 253 -VariableMetric: Iteration # 76 - FCN = 297188.0137867 Edm = 0.522395 NCalls = 255 -VariableMetric: Iteration # 77 - FCN = 297186.8372857 Edm = 0.152279 NCalls = 257 -VariableMetric: Iteration # 78 - FCN = 297186.7020324 Edm = 0.0723534 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297186.6438345 Edm = 0.00725152 NCalls = 260 -VariableMetric: Iteration # 80 - FCN = 297186.6365962 Edm = 0.000371526 NCalls = 261 -VariableMetric: Iteration # 81 - FCN = 297186.6354032 Edm = 0.00084773 NCalls = 263 -VariableMetric: Iteration # 82 - FCN = 297186.6011165 Edm = 0.0281248 NCalls = 268 -VariableMetric: Iteration # 83 - FCN = 297185.8378489 Edm = 0.540981 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297182.703112 Edm = 0.510633 NCalls = 275 -VariableMetric: Iteration # 85 - FCN = 297182.0410968 Edm = 0.0270346 NCalls = 277 -VariableMetric: Iteration # 86 - FCN = 297182.0008185 Edm = 0.00334894 NCalls = 279 -VariableMetric: Iteration # 87 - FCN = 297181.9970688 Edm = 0.000194285 NCalls = 281 -VariableMetric: Iteration # 88 - FCN = 297181.9966508 Edm = 0.000306496 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297181.9894146 Edm = 0.00634407 NCalls = 288 -VariableMetric: Iteration # 90 - FCN = 297181.8450632 Edm = 0.113787 NCalls = 292 -VariableMetric: Iteration # 91 - FCN = 297179.4570981 Edm = 1.55243 NCalls = 296 -VariableMetric: Iteration # 92 - FCN = 297176.6424609 Edm = 0.306924 NCalls = 298 -VariableMetric: Iteration # 93 - FCN = 297176.2106131 Edm = 0.0881529 NCalls = 300 -VariableMetric: Iteration # 94 - FCN = 297176.0502033 Edm = 0.0475854 NCalls = 303 -VariableMetric: Iteration # 95 - FCN = 297176.0196479 Edm = 0.0242039 NCalls = 305 -VariableMetric: Iteration # 96 - FCN = 297176.0045522 Edm = 0.00110357 NCalls = 307 -VariableMetric: Iteration # 97 - FCN = 297176.0031088 Edm = 0.000201969 NCalls = 309 -VariableMetric: Iteration # 98 - FCN = 297176.0026653 Edm = 0.000196957 NCalls = 311 -VariableMetric: Iteration # 99 - FCN = 297175.9996663 Edm = 0.00217782 NCalls = 314 -VariableMetric: Iteration # 100 - FCN = 297175.9335074 Edm = 0.0591511 NCalls = 318 -VariableMetric: Iteration # 101 - FCN = 297174.606111 Edm = 0.214378 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297174.3851833 Edm = 0.0480503 NCalls = 324 -VariableMetric: Iteration # 103 - FCN = 297174.3430571 Edm = 0.00550667 NCalls = 326 -VariableMetric: Iteration # 104 - FCN = 297174.33744 Edm = 0.00138965 NCalls = 328 -VariableMetric: Iteration # 105 - FCN = 297174.3363731 Edm = 3.21706e-05 NCalls = 329 -VariableMetric: After Hessian - FCN = 297174.3363731 Edm = 9.68213 NCalls = 808 -VariableMetric: Iteration # 106 - FCN = 297174.3363731 Edm = 9.68213 NCalls = 808 -VariableMetric: Iteration # 107 - FCN = 297173.5050395 Edm = 3.5119 NCalls = 810 -VariableMetric: Iteration # 108 - FCN = 297172.2312378 Edm = 0.53894 NCalls = 812 -VariableMetric: Iteration # 109 - FCN = 297172.0356263 Edm = 0.0501124 NCalls = 814 -VariableMetric: Iteration # 110 - FCN = 297171.9647906 Edm = 0.014359 NCalls = 816 -VariableMetric: Iteration # 111 - FCN = 297171.942673 Edm = 0.00411887 NCalls = 818 -VariableMetric: Iteration # 112 - FCN = 297171.938107 Edm = 0.00155804 NCalls = 819 -VariableMetric: Iteration # 113 - FCN = 297171.9361491 Edm = 0.000296737 NCalls = 821 -VariableMetric: Iteration # 114 - FCN = 297171.9357422 Edm = 2.32628e-05 NCalls = 823 -VariableMetric: After Hessian - FCN = 297171.9357422 Edm = 2.57886e-05 NCalls = 1306 -VariableMetric: Iteration # 115 - FCN = 297171.9357422 Edm = 2.57886e-05 NCalls = 1306 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308711.6902799 Edm = 23.5463 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308711.6902799 Edm = 23.5463 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300306.6204076 Edm = 2.5428 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300295.5587001 Edm = 7.8863 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 299538.0963868 Edm = 214.75 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299248.8591888 Edm = 2.77427 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 299243.14827 Edm = 1.29356 NCalls = 25 -VariableMetric: Iteration # 6 - FCN = 298812.7808887 Edm = 217.889 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298500.665745 Edm = 6.34698 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298495.3402274 Edm = 0.762931 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298476.2121355 Edm = 23.2307 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298150.7540603 Edm = 297.37 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297946.2371289 Edm = 305.007 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 297412.1084556 Edm = 44.6804 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297405.2772187 Edm = 9.89258 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297400.8635833 Edm = 0.163315 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297400.424946 Edm = 0.274419 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297393.7844674 Edm = 0.928242 NCalls = 68 -VariableMetric: Iteration # 17 - FCN = 297392.5638729 Edm = 1.82265 NCalls = 71 -VariableMetric: Iteration # 18 - FCN = 297391.5525366 Edm = 0.645514 NCalls = 73 -VariableMetric: Iteration # 19 - FCN = 297389.6479717 Edm = 1.04477 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297388.4831623 Edm = 0.842624 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297387.6068451 Edm = 0.395168 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297386.9021578 Edm = 0.439465 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297386.6263715 Edm = 0.261834 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297386.0047758 Edm = 0.204092 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297384.1837257 Edm = 1.43766 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297381.0512599 Edm = 6.46085 NCalls = 96 -VariableMetric: Iteration # 27 - FCN = 297348.1886208 Edm = 21.7327 NCalls = 103 -VariableMetric: Iteration # 28 - FCN = 297347.3705965 Edm = 2.45819 NCalls = 105 -VariableMetric: Iteration # 29 - FCN = 297338.2475201 Edm = 4.95938 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297315.6985935 Edm = 4.24292 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297300.552241 Edm = 11.0138 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297298.3152435 Edm = 12.4455 NCalls = 115 -VariableMetric: Iteration # 33 - FCN = 297283.109964 Edm = 1.51154e+06 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297269.1313796 Edm = 1.79859e+06 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297211.1435145 Edm = 167432 NCalls = 141 -VariableMetric: Iteration # 36 - FCN = 297200.0051731 Edm = 190732 NCalls = 148 -VariableMetric: Iteration # 37 - FCN = 297179.4522999 Edm = 15521.7 NCalls = 154 -VariableMetric: Iteration # 38 - FCN = 297162.9278164 Edm = 14208.5 NCalls = 159 -VariableMetric: Iteration # 39 - FCN = 297153.7607328 Edm = 5085.48 NCalls = 163 -VariableMetric: Iteration # 40 - FCN = 297125.6262806 Edm = 4172.27 NCalls = 166 -VariableMetric: Iteration # 41 - FCN = 297108.9403657 Edm = 7274.44 NCalls = 169 -VariableMetric: Iteration # 42 - FCN = 297100.5298759 Edm = 8245.54 NCalls = 172 -VariableMetric: Iteration # 43 - FCN = 297091.5221338 Edm = 3814.5 NCalls = 176 -VariableMetric: Iteration # 44 - FCN = 297074.9320358 Edm = 807.547 NCalls = 179 -VariableMetric: Iteration # 45 - FCN = 297070.3427218 Edm = 121.096 NCalls = 182 -VariableMetric: Iteration # 46 - FCN = 297068.2408201 Edm = 606.911 NCalls = 185 -VariableMetric: Iteration # 47 - FCN = 297063.8606377 Edm = 39.0647 NCalls = 188 -VariableMetric: Iteration # 48 - FCN = 297061.8328998 Edm = 59.4219 NCalls = 190 -VariableMetric: Iteration # 49 - FCN = 297061.3582557 Edm = 34.0614 NCalls = 193 -VariableMetric: Iteration # 50 - FCN = 297060.3916242 Edm = 59.0118 NCalls = 195 -VariableMetric: Iteration # 51 - FCN = 297057.6003833 Edm = 16.0772 NCalls = 197 -VariableMetric: Iteration # 52 - FCN = 297056.4672369 Edm = 13.1023 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297055.4953064 Edm = 7.21562 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297054.8904689 Edm = 5.30146 NCalls = 203 -VariableMetric: Iteration # 55 - FCN = 297054.5113037 Edm = 1.35927 NCalls = 205 -VariableMetric: Iteration # 56 - FCN = 297054.1486578 Edm = 0.397405 NCalls = 207 -VariableMetric: Iteration # 57 - FCN = 297054.0107143 Edm = 0.191434 NCalls = 209 -VariableMetric: Iteration # 58 - FCN = 297053.758786 Edm = 0.0962776 NCalls = 211 -VariableMetric: Iteration # 59 - FCN = 297053.524086 Edm = 0.11532 NCalls = 213 -VariableMetric: Iteration # 60 - FCN = 297053.3047956 Edm = 0.179014 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297052.9939696 Edm = 0.131495 NCalls = 217 -VariableMetric: Iteration # 62 - FCN = 297052.8284413 Edm = 0.0453791 NCalls = 219 -VariableMetric: Iteration # 63 - FCN = 297052.7545612 Edm = 0.028565 NCalls = 221 -VariableMetric: Iteration # 64 - FCN = 297052.6942795 Edm = 0.020447 NCalls = 223 -VariableMetric: Iteration # 65 - FCN = 297052.6698775 Edm = 0.00414348 NCalls = 225 -VariableMetric: Iteration # 66 - FCN = 297052.6628039 Edm = 0.00177889 NCalls = 227 -VariableMetric: Iteration # 67 - FCN = 297052.6586939 Edm = 0.00104882 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297052.6565004 Edm = 0.000733473 NCalls = 231 -VariableMetric: Iteration # 69 - FCN = 297052.6549474 Edm = 0.000403823 NCalls = 233 -VariableMetric: Iteration # 70 - FCN = 297052.6542161 Edm = 6.54415e-05 NCalls = 235 -VariableMetric: After Hessian - FCN = 297052.6542161 Edm = 0.00010724 NCalls = 712 -VariableMetric: Iteration # 71 - FCN = 297052.6542161 Edm = 0.00010724 NCalls = 712 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 334220.0022977 Edm = 498.052 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 334220.0022977 Edm = 498.052 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304945.5960462 Edm = 14.494 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 304894.3503249 Edm = 119.382 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 304859.0180408 Edm = 7.24709 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 304569.8725638 Edm = 83.5751 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 299816.6869092 Edm = 3330.99 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299816.6869092 Edm = 3330.99 NCalls = 44 -VariableMetric: After Hessian - FCN = 299816.6869092 Edm = 1.31391e+06 NCalls = 515 -VariableMetric: Iteration # 7 - FCN = 299816.6869092 Edm = 1.31391e+06 NCalls = 515 -VariableMetric: Iteration # 8 - FCN = 299426.2474501 Edm = 323535 NCalls = 523 -VariableMetric: Iteration # 9 - FCN = 299021.4648386 Edm = 54231.1 NCalls = 534 -VariableMetric: Iteration # 10 - FCN = 298850.4485878 Edm = 18634.1 NCalls = 536 -VariableMetric: Iteration # 11 - FCN = 298850.4485878 Edm = 18634.1 NCalls = 547 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315232.6677674 Edm = 19.1031 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315232.6677674 Edm = 19.1031 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 307169.7108993 Edm = 12.5233 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 303501.8938141 Edm = 27776.2 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 303103.548119 Edm = 68.5167 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 303073.4924407 Edm = 2.24308 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 302766.4609448 Edm = 222.978 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 301736.9830673 Edm = 943.906 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 301309.198682 Edm = 7.49076 NCalls = 38 -VariableMetric: Iteration # 8 - FCN = 301304.1768947 Edm = 1.55254 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 301300.546729 Edm = 3.08881 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298645.0252025 Edm = 309.663 NCalls = 49 -VariableMetric: Iteration # 11 - FCN = 298596.9685827 Edm = 395.096 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 297896.5130415 Edm = 45.3346 NCalls = 55 -VariableMetric: Iteration # 13 - FCN = 297812.0324368 Edm = 15.6482 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297672.7878662 Edm = 2.02691 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297670.8987858 Edm = 0.212209 NCalls = 64 -VariableMetric: Iteration # 16 - FCN = 297670.6738817 Edm = 0.0374073 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297670.6305643 Edm = 0.0229391 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297653.0555489 Edm = 3.81356 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297635.4676563 Edm = 0.79148 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297634.3618225 Edm = 0.0476331 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297633.9180227 Edm = 0.361322 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297616.9718023 Edm = 12.2886 NCalls = 86 -VariableMetric: Iteration # 23 - FCN = 297561.2858134 Edm = 2.70601 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297557.3967257 Edm = 0.513547 NCalls = 90 -VariableMetric: Iteration # 25 - FCN = 297556.8469342 Edm = 0.0300857 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297556.7684392 Edm = 0.0705094 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297556.612122 Edm = 0.217151 NCalls = 97 -VariableMetric: Iteration # 28 - FCN = 297531.3826108 Edm = 8.27589 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297506.0379895 Edm = 10.6051 NCalls = 107 -VariableMetric: Iteration # 30 - FCN = 297494.9017065 Edm = 1.47096 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297492.866277 Edm = 0.720685 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297491.2956431 Edm = 0.238118 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297490.9779146 Edm = 0.0599006 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297490.8298478 Edm = 0.0380264 NCalls = 119 -VariableMetric: Iteration # 35 - FCN = 297487.4788119 Edm = 2.82077 NCalls = 126 -VariableMetric: Iteration # 36 - FCN = 297481.0009701 Edm = 318198 NCalls = 136 -VariableMetric: Iteration # 37 - FCN = 297452.8444407 Edm = 213230 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297445.5342637 Edm = 196213 NCalls = 152 -VariableMetric: Iteration # 39 - FCN = 297436.2929082 Edm = 527239 NCalls = 158 -VariableMetric: Iteration # 40 - FCN = 297420.4061539 Edm = 31260.2 NCalls = 164 -VariableMetric: Iteration # 41 - FCN = 297403.4151996 Edm = 14619.4 NCalls = 170 -VariableMetric: Iteration # 42 - FCN = 297395.9854689 Edm = 4896.06 NCalls = 175 -VariableMetric: Iteration # 43 - FCN = 297390.2192046 Edm = 3378.36 NCalls = 179 -VariableMetric: Iteration # 44 - FCN = 297375.7828084 Edm = 3778.43 NCalls = 182 -VariableMetric: Iteration # 45 - FCN = 297359.0881679 Edm = 2459.66 NCalls = 185 -VariableMetric: Iteration # 46 - FCN = 297352.7306462 Edm = 821.792 NCalls = 188 -VariableMetric: Iteration # 47 - FCN = 297350.0382384 Edm = 1240.91 NCalls = 191 -VariableMetric: Iteration # 48 - FCN = 297343.8971556 Edm = 375.313 NCalls = 194 -VariableMetric: Iteration # 49 - FCN = 297341.663179 Edm = 120.987 NCalls = 197 -VariableMetric: Iteration # 50 - FCN = 297340.1480576 Edm = 103.26 NCalls = 200 -VariableMetric: Iteration # 51 - FCN = 297339.6032256 Edm = 251.71 NCalls = 202 -VariableMetric: Iteration # 52 - FCN = 297337.4525832 Edm = 43.2869 NCalls = 204 -VariableMetric: Iteration # 53 - FCN = 297335.6283851 Edm = 19.4455 NCalls = 206 -VariableMetric: Iteration # 54 - FCN = 297332.901762 Edm = 22.2706 NCalls = 208 -VariableMetric: Iteration # 55 - FCN = 297331.6085543 Edm = 9.23786 NCalls = 210 -VariableMetric: Iteration # 56 - FCN = 297331.2677596 Edm = 18.6347 NCalls = 212 -VariableMetric: Iteration # 57 - FCN = 297330.8561707 Edm = 6.67018 NCalls = 214 -VariableMetric: Iteration # 58 - FCN = 297328.0755956 Edm = 4.81543 NCalls = 216 -VariableMetric: Iteration # 59 - FCN = 297326.8240184 Edm = 3.3981 NCalls = 218 -VariableMetric: Iteration # 60 - FCN = 297325.8001661 Edm = 1.31859 NCalls = 220 -VariableMetric: Iteration # 61 - FCN = 297325.2858089 Edm = 1.64606 NCalls = 222 -VariableMetric: Iteration # 62 - FCN = 297324.5084605 Edm = 0.592921 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297323.9165427 Edm = 0.388314 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297323.4167646 Edm = 0.420334 NCalls = 230 -VariableMetric: Iteration # 65 - FCN = 297322.4859443 Edm = 0.8162 NCalls = 233 -VariableMetric: Iteration # 66 - FCN = 297321.4079953 Edm = 0.945125 NCalls = 237 -VariableMetric: Iteration # 67 - FCN = 297319.5120037 Edm = 1.05929 NCalls = 241 -VariableMetric: Iteration # 68 - FCN = 297319.095536 Edm = 0.639964 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297318.2197275 Edm = 0.604115 NCalls = 246 -VariableMetric: Iteration # 70 - FCN = 297317.6598272 Edm = 0.472752 NCalls = 248 -VariableMetric: Iteration # 71 - FCN = 297316.4349027 Edm = 0.590797 NCalls = 252 -VariableMetric: Iteration # 72 - FCN = 297315.543307 Edm = 1.80763 NCalls = 255 -VariableMetric: Iteration # 73 - FCN = 297315.0087705 Edm = 1.90151 NCalls = 257 -VariableMetric: Iteration # 74 - FCN = 297312.5993048 Edm = 2.53299 NCalls = 261 -VariableMetric: Iteration # 75 - FCN = 297312.0712828 Edm = 3.15242 NCalls = 264 -VariableMetric: Iteration # 76 - FCN = 297310.4785417 Edm = 3.97585 NCalls = 266 -VariableMetric: Iteration # 77 - FCN = 297309.7031658 Edm = 1.28335 NCalls = 270 -VariableMetric: Iteration # 78 - FCN = 297309.157886 Edm = 1.93207 NCalls = 272 -VariableMetric: Iteration # 79 - FCN = 297307.9771672 Edm = 2.24877 NCalls = 274 -VariableMetric: Iteration # 80 - FCN = 297307.3434209 Edm = 0.736208 NCalls = 276 -VariableMetric: Iteration # 81 - FCN = 297306.7634855 Edm = 0.715793 NCalls = 278 -VariableMetric: Iteration # 82 - FCN = 297305.8270641 Edm = 0.494893 NCalls = 282 -VariableMetric: Iteration # 83 - FCN = 297305.2881278 Edm = 0.850551 NCalls = 283 -VariableMetric: Iteration # 84 - FCN = 297304.9308182 Edm = 1.01838 NCalls = 285 -VariableMetric: Iteration # 85 - FCN = 297303.846811 Edm = 0.942205 NCalls = 289 -VariableMetric: Iteration # 86 - FCN = 297302.963016 Edm = 1.34067 NCalls = 293 -VariableMetric: Iteration # 87 - FCN = 297302.2367744 Edm = 1.69834 NCalls = 297 -VariableMetric: Iteration # 88 - FCN = 297300.2181766 Edm = 2.13575 NCalls = 301 -VariableMetric: Iteration # 89 - FCN = 297298.9114181 Edm = 2.29883 NCalls = 305 -VariableMetric: Iteration # 90 - FCN = 297297.7780864 Edm = 0.489311 NCalls = 309 -VariableMetric: Iteration # 91 - FCN = 297297.4607886 Edm = 0.0487611 NCalls = 311 -VariableMetric: Iteration # 92 - FCN = 297297.4065238 Edm = 0.0486338 NCalls = 313 -VariableMetric: Iteration # 93 - FCN = 297297.3730963 Edm = 0.0190334 NCalls = 315 -VariableMetric: Iteration # 94 - FCN = 297297.3378915 Edm = 0.0198009 NCalls = 317 -VariableMetric: Iteration # 95 - FCN = 297297.3144287 Edm = 0.00796793 NCalls = 319 -VariableMetric: Iteration # 96 - FCN = 297297.3040677 Edm = 0.0020283 NCalls = 321 -VariableMetric: Iteration # 97 - FCN = 297297.2994777 Edm = 0.00165625 NCalls = 323 -VariableMetric: Iteration # 98 - FCN = 297297.2931974 Edm = 0.00340983 NCalls = 325 -VariableMetric: Iteration # 99 - FCN = 297297.2783201 Edm = 0.00568396 NCalls = 328 -VariableMetric: Iteration # 100 - FCN = 297297.2586612 Edm = 0.00898297 NCalls = 330 -VariableMetric: Iteration # 101 - FCN = 297297.2464477 Edm = 0.00819546 NCalls = 332 -VariableMetric: Iteration # 102 - FCN = 297297.2417537 Edm = 0.00157185 NCalls = 334 -VariableMetric: Iteration # 103 - FCN = 297297.239078 Edm = 0.00075032 NCalls = 336 -VariableMetric: Iteration # 104 - FCN = 297297.2378516 Edm = 0.000469827 NCalls = 338 -VariableMetric: Iteration # 105 - FCN = 297297.2373563 Edm = 0.000243029 NCalls = 339 -VariableMetric: Iteration # 106 - FCN = 297297.2367506 Edm = 0.000115931 NCalls = 341 -VariableMetric: Iteration # 107 - FCN = 297297.2365313 Edm = 1.60197e-05 NCalls = 343 -VariableMetric: After Hessian - FCN = 297297.2365313 Edm = 2.01666e-05 NCalls = 834 -VariableMetric: Iteration # 108 - FCN = 297297.2365313 Edm = 2.01666e-05 NCalls = 834 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 333415.2719492 Edm = 609.623 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 333415.2719492 Edm = 609.623 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302374.8952776 Edm = 27.8741 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 301004.8780382 Edm = 13.6252 NCalls = 18 -VariableMetric: Iteration # 3 - FCN = 300993.7152891 Edm = 16.1904 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 300286.7915429 Edm = 1032.55 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 300246.2222985 Edm = 288.502 NCalls = 34 -VariableMetric: Iteration # 6 - FCN = 300205.7847083 Edm = 27.9812 NCalls = 37 -VariableMetric: Iteration # 7 - FCN = 298278.8416053 Edm = 1.58243 NCalls = 45 -VariableMetric: Iteration # 8 - FCN = 298272.9349153 Edm = 1.056 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 298150.1964714 Edm = 8.71314 NCalls = 55 -VariableMetric: Iteration # 10 - FCN = 298150.1964714 Edm = 8.71314 NCalls = 66 -VariableMetric: After Hessian - FCN = 298150.1964714 Edm = 1.13952e+06 NCalls = 539 -VariableMetric: Iteration # 11 - FCN = 298150.1964714 Edm = 1.13952e+06 NCalls = 539 -VariableMetric: Iteration # 12 - FCN = 297936.7719961 Edm = 7.7214e+06 NCalls = 550 -VariableMetric: Iteration # 13 - FCN = 297936.7719961 Edm = 7.7214e+06 NCalls = 561 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 320135.2270171 Edm = 87.9053 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 320135.2270171 Edm = 87.9053 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298782.4655589 Edm = 1.87266 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298776.8646489 Edm = 6.47924 NCalls = 14 -VariableMetric: Iteration # 3 - FCN = 298549.4485843 Edm = 83.9024 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 298288.0667478 Edm = 43.4626 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298250.1447164 Edm = 2.43974 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 298239.8885437 Edm = 9.68391 NCalls = 28 -VariableMetric: Iteration # 7 - FCN = 298140.4983346 Edm = 2.84292 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298134.2135655 Edm = 4.44448 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 297917.4981959 Edm = 129.442 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 297721.6887746 Edm = 13.6262 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297712.9423012 Edm = 0.822207 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 297712.1171535 Edm = 0.0829048 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297711.7083924 Edm = 0.0677913 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297711.5939272 Edm = 0.0472792 NCalls = 54 -VariableMetric: Iteration # 15 - FCN = 297709.4660607 Edm = 2.18092 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297708.3019068 Edm = 1.06644 NCalls = 62 -VariableMetric: Iteration # 17 - FCN = 297707.1303133 Edm = 1.06261 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297686.9629151 Edm = 20.4957 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297644.2171708 Edm = 36.2624 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297554.7258031 Edm = 15.4459 NCalls = 78 -VariableMetric: Iteration # 21 - FCN = 297532.0875166 Edm = 5.60612 NCalls = 80 -VariableMetric: Iteration # 22 - FCN = 297525.5950016 Edm = 3.01559 NCalls = 82 -VariableMetric: Iteration # 23 - FCN = 297513.5001846 Edm = 2.98657 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297508.8461456 Edm = 0.391525 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297508.5363007 Edm = 0.168217 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297505.817162 Edm = 2.26143 NCalls = 97 -VariableMetric: Iteration # 27 - FCN = 297505.6761812 Edm = 0.865399 NCalls = 100 -VariableMetric: Iteration # 28 - FCN = 297502.0985067 Edm = 0.10093 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297501.9734858 Edm = 0.0873655 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297501.9072268 Edm = 0.0328861 NCalls = 109 -VariableMetric: Iteration # 31 - FCN = 297501.8668736 Edm = 0.00442423 NCalls = 111 -VariableMetric: Iteration # 32 - FCN = 297501.8160281 Edm = 0.0357501 NCalls = 114 -VariableMetric: Iteration # 33 - FCN = 297490.8642705 Edm = 15.2752 NCalls = 125 -VariableMetric: Iteration # 34 - FCN = 297490.2397634 Edm = 3.35314 NCalls = 128 -VariableMetric: Iteration # 35 - FCN = 297487.3985719 Edm = 2.46832 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297464.2488297 Edm = 6.26288 NCalls = 137 -VariableMetric: Iteration # 37 - FCN = 297458.1909636 Edm = 0.676351 NCalls = 138 -VariableMetric: Iteration # 38 - FCN = 297457.2114705 Edm = 0.29532 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297455.960067 Edm = 0.344563 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297455.764575 Edm = 0.0412145 NCalls = 145 -VariableMetric: Iteration # 41 - FCN = 297455.6964629 Edm = 0.0106745 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297455.6695222 Edm = 0.0127258 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297455.6358971 Edm = 0.0221605 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297455.4299183 Edm = 0.192133 NCalls = 154 -VariableMetric: Iteration # 45 - FCN = 297449.9646285 Edm = 7.19201 NCalls = 161 -VariableMetric: Iteration # 46 - FCN = 297449.7729773 Edm = 0.305199 NCalls = 164 -VariableMetric: Iteration # 47 - FCN = 297448.3446613 Edm = 1.47531 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297448.0498104 Edm = 0.168695 NCalls = 174 -VariableMetric: Iteration # 49 - FCN = 297444.7998038 Edm = 2.76714 NCalls = 179 -VariableMetric: Iteration # 50 - FCN = 297431.4310248 Edm = 8.66884 NCalls = 181 -VariableMetric: Iteration # 51 - FCN = 297419.9140326 Edm = 2.28376 NCalls = 184 -VariableMetric: Iteration # 52 - FCN = 297418.3496095 Edm = 2.38183 NCalls = 186 -VariableMetric: Iteration # 53 - FCN = 297416.7205138 Edm = 0.1463 NCalls = 188 -VariableMetric: Iteration # 54 - FCN = 297416.4173339 Edm = 0.167737 NCalls = 190 -VariableMetric: Iteration # 55 - FCN = 297415.805599 Edm = 0.0988566 NCalls = 193 -VariableMetric: Iteration # 56 - FCN = 297415.673776 Edm = 0.0192871 NCalls = 195 -VariableMetric: Iteration # 57 - FCN = 297415.6500634 Edm = 0.00214856 NCalls = 197 -VariableMetric: Iteration # 58 - FCN = 297415.5661401 Edm = 0.0859171 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297414.380619 Edm = 1.04155 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297402.4067255 Edm = 2.31651 NCalls = 212 -VariableMetric: Iteration # 61 - FCN = 297400.6312051 Edm = 0.419936 NCalls = 214 -VariableMetric: Iteration # 62 - FCN = 297400.0748388 Edm = 0.12158 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297399.9946393 Edm = 0.0195293 NCalls = 218 -VariableMetric: Iteration # 64 - FCN = 297399.9619451 Edm = 0.0099604 NCalls = 220 -VariableMetric: Iteration # 65 - FCN = 297399.9303374 Edm = 0.00771501 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297399.9150285 Edm = 0.00604529 NCalls = 226 -VariableMetric: Iteration # 67 - FCN = 297399.9039281 Edm = 0.0067069 NCalls = 229 -VariableMetric: Iteration # 68 - FCN = 297399.8941639 Edm = 0.0154248 NCalls = 234 -VariableMetric: Iteration # 69 - FCN = 297399.8660059 Edm = 0.0405622 NCalls = 238 -VariableMetric: Iteration # 70 - FCN = 297399.8406884 Edm = 0.0315013 NCalls = 242 -VariableMetric: Iteration # 71 - FCN = 297399.8100994 Edm = 0.0521361 NCalls = 245 -VariableMetric: Iteration # 72 - FCN = 297399.7615944 Edm = 0.0269459 NCalls = 249 -VariableMetric: Iteration # 73 - FCN = 297399.7257868 Edm = 0.00489798 NCalls = 252 -VariableMetric: Iteration # 74 - FCN = 297399.7122534 Edm = 0.00751834 NCalls = 254 -VariableMetric: Iteration # 75 - FCN = 297399.5829929 Edm = 0.117498 NCalls = 258 -VariableMetric: Iteration # 76 - FCN = 297399.3069303 Edm = 0.620031 NCalls = 263 -VariableMetric: Iteration # 77 - FCN = 297395.8149249 Edm = 4.16192 NCalls = 267 -VariableMetric: Iteration # 78 - FCN = 297394.7251831 Edm = 1.06644 NCalls = 270 -VariableMetric: Iteration # 79 - FCN = 297386.1109154 Edm = 13.7673 NCalls = 278 -VariableMetric: Iteration # 80 - FCN = 297383.6967254 Edm = 10.597 NCalls = 283 -VariableMetric: Iteration # 81 - FCN = 297371.762954 Edm = 9.43584 NCalls = 291 -VariableMetric: Iteration # 82 - FCN = 297365.4672767 Edm = 6.76109 NCalls = 293 -VariableMetric: Iteration # 83 - FCN = 297362.3242312 Edm = 1.65118 NCalls = 296 -VariableMetric: Iteration # 84 - FCN = 297361.4411219 Edm = 1.19308 NCalls = 298 -VariableMetric: Iteration # 85 - FCN = 297361.0413762 Edm = 0.207436 NCalls = 300 -VariableMetric: Iteration # 86 - FCN = 297360.5539839 Edm = 0.275321 NCalls = 303 -VariableMetric: Iteration # 87 - FCN = 297359.9880261 Edm = 0.110173 NCalls = 306 -VariableMetric: Iteration # 88 - FCN = 297359.8999695 Edm = 0.00542402 NCalls = 308 -VariableMetric: Iteration # 89 - FCN = 297359.8942404 Edm = 0.000165469 NCalls = 310 -VariableMetric: Iteration # 90 - FCN = 297359.8938793 Edm = 0.000184543 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297359.889344 Edm = 0.00660881 NCalls = 316 -VariableMetric: Iteration # 92 - FCN = 297359.8218146 Edm = 0.0650171 NCalls = 322 -VariableMetric: Iteration # 93 - FCN = 297359.0238109 Edm = 0.487921 NCalls = 326 -VariableMetric: Iteration # 94 - FCN = 297358.0135736 Edm = 0.0716605 NCalls = 328 -VariableMetric: Iteration # 95 - FCN = 297357.9309665 Edm = 0.0035534 NCalls = 329 -VariableMetric: Iteration # 96 - FCN = 297357.9251694 Edm = 0.000752698 NCalls = 331 -VariableMetric: Iteration # 97 - FCN = 297357.9238632 Edm = 0.0001203 NCalls = 333 -VariableMetric: Iteration # 98 - FCN = 297357.9236885 Edm = 3.18422e-05 NCalls = 335 -VariableMetric: After Hessian - FCN = 297357.9236885 Edm = 398.881 NCalls = 820 -VariableMetric: Iteration # 99 - FCN = 297357.9236885 Edm = 398.881 NCalls = 820 -VariableMetric: Iteration # 100 - FCN = 297355.7577202 Edm = 1.99641 NCalls = 828 -VariableMetric: Iteration # 101 - FCN = 297354.2364389 Edm = 1.47055 NCalls = 831 -VariableMetric: Iteration # 102 - FCN = 297353.5210743 Edm = 0.370526 NCalls = 833 -VariableMetric: Iteration # 103 - FCN = 297352.991293 Edm = 0.272959 NCalls = 836 -VariableMetric: Iteration # 104 - FCN = 297352.778568 Edm = 0.512554 NCalls = 839 -VariableMetric: Iteration # 105 - FCN = 297352.3294517 Edm = 0.446733 NCalls = 843 -VariableMetric: Iteration # 106 - FCN = 297351.9389486 Edm = 0.0784573 NCalls = 845 -VariableMetric: Iteration # 107 - FCN = 297351.7727721 Edm = 0.046024 NCalls = 847 -VariableMetric: Iteration # 108 - FCN = 297351.7262491 Edm = 0.0319798 NCalls = 848 -VariableMetric: Iteration # 109 - FCN = 297351.7093015 Edm = 0.0224445 NCalls = 850 -VariableMetric: Iteration # 110 - FCN = 297351.6680302 Edm = 0.00818545 NCalls = 853 -VariableMetric: Iteration # 111 - FCN = 297351.6536792 Edm = 0.00429365 NCalls = 855 -VariableMetric: Iteration # 112 - FCN = 297351.650881 Edm = 0.00212782 NCalls = 857 -VariableMetric: Iteration # 113 - FCN = 297351.6483757 Edm = 0.00199757 NCalls = 860 -VariableMetric: Iteration # 114 - FCN = 297351.6430061 Edm = 0.00330621 NCalls = 863 -VariableMetric: Iteration # 115 - FCN = 297351.6320706 Edm = 0.00207696 NCalls = 865 -VariableMetric: Iteration # 116 - FCN = 297351.6293064 Edm = 0.00271019 NCalls = 867 -VariableMetric: Iteration # 117 - FCN = 297351.6256759 Edm = 0.0015019 NCalls = 870 -VariableMetric: Iteration # 118 - FCN = 297351.6213649 Edm = 0.000730588 NCalls = 873 -VariableMetric: Iteration # 119 - FCN = 297351.6201737 Edm = 0.000735812 NCalls = 876 -VariableMetric: Iteration # 120 - FCN = 297351.6192138 Edm = 0.000528516 NCalls = 878 -VariableMetric: Iteration # 121 - FCN = 297351.6177554 Edm = 0.000238209 NCalls = 880 -VariableMetric: Iteration # 122 - FCN = 297351.6173119 Edm = 6.0149e-05 NCalls = 882 -VariableMetric: After Hessian - FCN = 297351.6173119 Edm = 0.00188116 NCalls = 1371 -VariableMetric: Iteration # 123 - FCN = 297351.6173119 Edm = 0.00188116 NCalls = 1371 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 314184.0844752 Edm = 27.6925 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 314184.0844752 Edm = 27.6925 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 300906.1158617 Edm = 12.5434 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300189.1897631 Edm = 22.8013 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 300167.0061972 Edm = 67.5553 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 298475.1334565 Edm = 1.31446 NCalls = 27 -VariableMetric: Iteration # 5 - FCN = 298468.6026036 Edm = 25.0979 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298458.4469105 Edm = 5.97906 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298329.141835 Edm = 15.4037 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 298311.3159192 Edm = 0.227194 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298311.0210999 Edm = 0.0612822 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298306.9072975 Edm = 4.18476 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 298203.2997642 Edm = 77.7495 NCalls = 52 -VariableMetric: Iteration # 12 - FCN = 298202.4827679 Edm = 0.426326 NCalls = 54 -VariableMetric: Iteration # 13 - FCN = 298202.15522 Edm = 0.109616 NCalls = 56 -VariableMetric: Iteration # 14 - FCN = 298198.3939783 Edm = 3.98833 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 298196.2463965 Edm = 1.99858 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 298194.3807313 Edm = 1.47371 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298136.8064415 Edm = 32.2636 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 298046.0907554 Edm = 9.09226 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 298038.3428709 Edm = 0.889409 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 298037.1650592 Edm = 0.605231 NCalls = 82 -VariableMetric: Iteration # 21 - FCN = 298036.2260751 Edm = 0.232782 NCalls = 85 -VariableMetric: Iteration # 22 - FCN = 298034.7171526 Edm = 0.948155 NCalls = 88 -VariableMetric: Iteration # 23 - FCN = 297929.3980763 Edm = 46.9715 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 297843.2594443 Edm = 13.3869 NCalls = 101 -VariableMetric: Iteration # 25 - FCN = 297746.2007282 Edm = 82.738 NCalls = 104 -VariableMetric: Iteration # 26 - FCN = 297741.7500524 Edm = 11.6977 NCalls = 106 -VariableMetric: Iteration # 27 - FCN = 297730.4817544 Edm = 9.79116 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297693.781208 Edm = 33.1285 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 297595.2056961 Edm = 16.3891 NCalls = 123 -VariableMetric: Iteration # 30 - FCN = 297592.4124017 Edm = 15.0707 NCalls = 126 -VariableMetric: Iteration # 31 - FCN = 297574.2825943 Edm = 2.18124 NCalls = 128 -VariableMetric: Iteration # 32 - FCN = 297537.4400939 Edm = 10.4444 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297531.0907841 Edm = 9.69338 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297520.1539191 Edm = 1.05234 NCalls = 140 -VariableMetric: Iteration # 35 - FCN = 297519.2897544 Edm = 0.174445 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297519.0084992 Edm = 0.0761145 NCalls = 144 -VariableMetric: Iteration # 37 - FCN = 297518.531415 Edm = 0.312495 NCalls = 147 -VariableMetric: Iteration # 38 - FCN = 297514.6997714 Edm = 0.33395 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297514.1874828 Edm = 0.0542354 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297514.0652782 Edm = 0.0558606 NCalls = 155 -VariableMetric: Iteration # 41 - FCN = 297513.3218151 Edm = 0.659792 NCalls = 159 -VariableMetric: Iteration # 42 - FCN = 297509.1683756 Edm = 3.51777 NCalls = 162 -VariableMetric: Iteration # 43 - FCN = 297496.8061011 Edm = 10.1532 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297483.7026419 Edm = 17.7899 NCalls = 169 -VariableMetric: Iteration # 45 - FCN = 297442.9588797 Edm = 7.47884 NCalls = 173 -VariableMetric: Iteration # 46 - FCN = 297431.9800801 Edm = 7.24196 NCalls = 177 -VariableMetric: Iteration # 47 - FCN = 297429.833253 Edm = 2.69915 NCalls = 179 -VariableMetric: Iteration # 48 - FCN = 297425.5330161 Edm = 3.72221 NCalls = 182 -VariableMetric: Iteration # 49 - FCN = 297423.7168658 Edm = 0.503286 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297423.431635 Edm = 0.134619 NCalls = 186 -VariableMetric: Iteration # 51 - FCN = 297423.0968437 Edm = 0.232306 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297422.1150606 Edm = 0.190478 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297421.2805468 Edm = 0.300589 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297420.0554368 Edm = 0.714758 NCalls = 195 -VariableMetric: Iteration # 55 - FCN = 297414.5950958 Edm = 15.1541 NCalls = 199 -VariableMetric: Iteration # 56 - FCN = 297397.054584 Edm = 9.63403 NCalls = 204 -VariableMetric: Iteration # 57 - FCN = 297374.0573599 Edm = 7.6911 NCalls = 206 -VariableMetric: Iteration # 58 - FCN = 297330.2086289 Edm = 1.04227 NCalls = 209 -VariableMetric: Iteration # 59 - FCN = 297328.6733807 Edm = 1.66519 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297326.4925601 Edm = 1.46554 NCalls = 215 -VariableMetric: Iteration # 61 - FCN = 297324.271684 Edm = 1.57846 NCalls = 219 -VariableMetric: Iteration # 62 - FCN = 297323.0510602 Edm = 0.500844 NCalls = 221 -VariableMetric: Iteration # 63 - FCN = 297322.8334923 Edm = 0.0828095 NCalls = 223 -VariableMetric: Iteration # 64 - FCN = 297322.7767918 Edm = 0.0278962 NCalls = 225 -VariableMetric: Iteration # 65 - FCN = 297322.7140449 Edm = 0.0510727 NCalls = 227 -VariableMetric: Iteration # 66 - FCN = 297318.7539108 Edm = 2.41396 NCalls = 234 -VariableMetric: Iteration # 67 - FCN = 297310.9168824 Edm = 1.96713 NCalls = 237 -VariableMetric: Iteration # 68 - FCN = 297309.7181748 Edm = 1.96938 NCalls = 239 -VariableMetric: Iteration # 69 - FCN = 297307.710974 Edm = 1.71243 NCalls = 243 -VariableMetric: Iteration # 70 - FCN = 297305.9144949 Edm = 3.49065 NCalls = 245 -VariableMetric: Iteration # 71 - FCN = 297302.6133895 Edm = 5.51229 NCalls = 253 -VariableMetric: Iteration # 72 - FCN = 297299.5857951 Edm = 9.85219 NCalls = 257 -VariableMetric: Iteration # 73 - FCN = 297285.0588793 Edm = 6.38855 NCalls = 262 -VariableMetric: Iteration # 74 - FCN = 297272.1146095 Edm = 13.0084 NCalls = 265 -VariableMetric: Iteration # 75 - FCN = 297258.4685931 Edm = 3.84658 NCalls = 272 -VariableMetric: Iteration # 76 - FCN = 297254.246036 Edm = 1.43993 NCalls = 273 -VariableMetric: Iteration # 77 - FCN = 297252.4984835 Edm = 2.53778 NCalls = 276 -VariableMetric: Iteration # 78 - FCN = 297249.1247599 Edm = 1.733 NCalls = 280 -VariableMetric: Iteration # 79 - FCN = 297246.1900076 Edm = 3.0603 NCalls = 283 -VariableMetric: Iteration # 80 - FCN = 297244.1941223 Edm = 0.901099 NCalls = 285 -VariableMetric: Iteration # 81 - FCN = 297242.8113117 Edm = 0.794698 NCalls = 288 -VariableMetric: Iteration # 82 - FCN = 297242.0897691 Edm = 0.337448 NCalls = 289 -VariableMetric: Iteration # 83 - FCN = 297241.3120914 Edm = 0.847239 NCalls = 292 -VariableMetric: Iteration # 84 - FCN = 297237.8224135 Edm = 1.99489 NCalls = 296 -VariableMetric: Iteration # 85 - FCN = 297234.2016164 Edm = 2.11018 NCalls = 299 -VariableMetric: Iteration # 86 - FCN = 297233.2462938 Edm = 0.446034 NCalls = 300 -VariableMetric: Iteration # 87 - FCN = 297232.6820736 Edm = 0.113222 NCalls = 303 -VariableMetric: Iteration # 88 - FCN = 297231.9110788 Edm = 0.272298 NCalls = 307 -VariableMetric: Iteration # 89 - FCN = 297231.7575055 Edm = 0.157662 NCalls = 309 -VariableMetric: Iteration # 90 - FCN = 297231.6193055 Edm = 0.0214997 NCalls = 312 -VariableMetric: Iteration # 91 - FCN = 297231.5778371 Edm = 0.00786313 NCalls = 314 -VariableMetric: Iteration # 92 - FCN = 297231.566472 Edm = 0.00515399 NCalls = 316 -VariableMetric: Iteration # 93 - FCN = 297231.5560984 Edm = 0.00848242 NCalls = 318 -VariableMetric: Iteration # 94 - FCN = 297231.4624846 Edm = 0.079588 NCalls = 323 -VariableMetric: Iteration # 95 - FCN = 297227.1917033 Edm = 1.97635 NCalls = 328 -VariableMetric: Iteration # 96 - FCN = 297226.1765645 Edm = 0.486617 NCalls = 332 -VariableMetric: Iteration # 97 - FCN = 297225.4841213 Edm = 0.0690117 NCalls = 334 -VariableMetric: Iteration # 98 - FCN = 297225.3811758 Edm = 0.00989359 NCalls = 336 -VariableMetric: Iteration # 99 - FCN = 297225.3490707 Edm = 0.0120683 NCalls = 338 -VariableMetric: Iteration # 100 - FCN = 297225.3021718 Edm = 0.0332586 NCalls = 344 -VariableMetric: Iteration # 101 - FCN = 297225.2623333 Edm = 0.0428076 NCalls = 348 -VariableMetric: Iteration # 102 - FCN = 297225.2447455 Edm = 0.0116205 NCalls = 350 -VariableMetric: Iteration # 103 - FCN = 297225.23145 Edm = 0.00242877 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297225.2231077 Edm = 0.00372145 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297225.214132 Edm = 0.0023701 NCalls = 357 -VariableMetric: Iteration # 106 - FCN = 297225.2094364 Edm = 0.00312976 NCalls = 359 -VariableMetric: Iteration # 107 - FCN = 297225.1797068 Edm = 0.0287773 NCalls = 363 -VariableMetric: Iteration # 108 - FCN = 297224.7502906 Edm = 0.370576 NCalls = 368 -VariableMetric: Iteration # 109 - FCN = 297221.6207286 Edm = 8.95374 NCalls = 374 -VariableMetric: Iteration # 110 - FCN = 297217.2761937 Edm = 1.9033 NCalls = 382 -VariableMetric: Iteration # 111 - FCN = 297210.555464 Edm = 4.7408 NCalls = 385 -VariableMetric: Iteration # 112 - FCN = 297209.1693918 Edm = 2.5671 NCalls = 389 -VariableMetric: Iteration # 113 - FCN = 297208.4120172 Edm = 1.41131 NCalls = 391 -VariableMetric: Iteration # 114 - FCN = 297207.6767207 Edm = 0.14659 NCalls = 393 -VariableMetric: Iteration # 115 - FCN = 297207.5474917 Edm = 0.057578 NCalls = 395 -VariableMetric: Iteration # 116 - FCN = 297207.4170071 Edm = 0.0810229 NCalls = 397 -VariableMetric: Iteration # 117 - FCN = 297207.2320911 Edm = 0.0287128 NCalls = 401 -VariableMetric: Iteration # 118 - FCN = 297207.203126 Edm = 0.0204468 NCalls = 402 -VariableMetric: Iteration # 119 - FCN = 297207.1928913 Edm = 0.00392859 NCalls = 404 -VariableMetric: Iteration # 120 - FCN = 297207.1864972 Edm = 0.000852634 NCalls = 406 -VariableMetric: Iteration # 121 - FCN = 297207.1846549 Edm = 0.000677499 NCalls = 408 -VariableMetric: Iteration # 122 - FCN = 297207.1722929 Edm = 0.0106436 NCalls = 412 -VariableMetric: Iteration # 123 - FCN = 297206.4195128 Edm = 0.749264 NCalls = 418 -VariableMetric: Iteration # 124 - FCN = 297206.1254819 Edm = 1.11536 NCalls = 420 -VariableMetric: Iteration # 125 - FCN = 297204.8382928 Edm = 0.342871 NCalls = 425 -VariableMetric: Iteration # 126 - FCN = 297204.1203405 Edm = 0.30803 NCalls = 429 -VariableMetric: Iteration # 127 - FCN = 297203.8312155 Edm = 0.179028 NCalls = 432 -VariableMetric: Iteration # 128 - FCN = 297203.5194413 Edm = 0.157536 NCalls = 434 -VariableMetric: Iteration # 129 - FCN = 297203.2658747 Edm = 0.133281 NCalls = 437 -VariableMetric: Iteration # 130 - FCN = 297203.2055755 Edm = 0.0139412 NCalls = 439 -VariableMetric: Iteration # 131 - FCN = 297203.1876615 Edm = 0.00548746 NCalls = 441 -VariableMetric: Iteration # 132 - FCN = 297203.1751066 Edm = 0.00564359 NCalls = 443 -VariableMetric: Iteration # 133 - FCN = 297203.1602427 Edm = 0.00300282 NCalls = 446 -VariableMetric: Iteration # 134 - FCN = 297203.1571627 Edm = 0.000339944 NCalls = 448 -VariableMetric: Iteration # 135 - FCN = 297203.1566104 Edm = 0.000270269 NCalls = 450 -VariableMetric: Iteration # 136 - FCN = 297203.1555005 Edm = 0.000837019 NCalls = 453 -VariableMetric: Iteration # 137 - FCN = 297203.1327859 Edm = 0.0196078 NCalls = 457 -VariableMetric: Iteration # 138 - FCN = 297202.3948711 Edm = 1.46019 NCalls = 464 -VariableMetric: Iteration # 139 - FCN = 297202.3074723 Edm = 0.20708 NCalls = 467 -VariableMetric: Iteration # 140 - FCN = 297201.8596221 Edm = 0.454857 NCalls = 471 -VariableMetric: Iteration # 141 - FCN = 297201.16594 Edm = 0.867672 NCalls = 478 -VariableMetric: Iteration # 142 - FCN = 297199.238415 Edm = 0.646923 NCalls = 486 -VariableMetric: Iteration # 143 - FCN = 297198.9664927 Edm = 0.854666 NCalls = 488 -VariableMetric: Iteration # 144 - FCN = 297198.1956966 Edm = 0.148483 NCalls = 490 -VariableMetric: Iteration # 145 - FCN = 297197.8356962 Edm = 0.0767939 NCalls = 493 -VariableMetric: Iteration # 146 - FCN = 297197.7007248 Edm = 0.0536575 NCalls = 495 -VariableMetric: Iteration # 147 - FCN = 297197.5667774 Edm = 0.0647542 NCalls = 498 -VariableMetric: Iteration # 148 - FCN = 297197.4416162 Edm = 0.0428991 NCalls = 502 -VariableMetric: Iteration # 149 - FCN = 297197.3724878 Edm = 0.00860786 NCalls = 505 -VariableMetric: Iteration # 150 - FCN = 297197.360551 Edm = 0.00393336 NCalls = 507 -VariableMetric: Iteration # 151 - FCN = 297197.3562101 Edm = 0.00125191 NCalls = 509 -VariableMetric: Iteration # 152 - FCN = 297197.353896 Edm = 0.00133801 NCalls = 511 -VariableMetric: Iteration # 153 - FCN = 297197.3490247 Edm = 0.00336971 NCalls = 514 -VariableMetric: Iteration # 154 - FCN = 297197.32614 Edm = 0.0151615 NCalls = 517 -VariableMetric: Iteration # 155 - FCN = 297197.1115434 Edm = 0.190766 NCalls = 520 -VariableMetric: Iteration # 156 - FCN = 297196.0428191 Edm = 4.57835 NCalls = 525 -VariableMetric: Iteration # 157 - FCN = 297190.6761232 Edm = 13.2863 NCalls = 531 -VariableMetric: Iteration # 158 - FCN = 297190.2399287 Edm = 1.71765 NCalls = 534 -VariableMetric: Iteration # 159 - FCN = 297182.8030444 Edm = 7.33885 NCalls = 541 -VariableMetric: Iteration # 160 - FCN = 297178.4624846 Edm = 9.06588 NCalls = 546 -VariableMetric: Iteration # 161 - FCN = 297174.6193244 Edm = 4.14615 NCalls = 551 -VariableMetric: Iteration # 162 - FCN = 297173.5437211 Edm = 0.649882 NCalls = 554 -VariableMetric: Iteration # 163 - FCN = 297172.0718787 Edm = 0.742315 NCalls = 557 -VariableMetric: Iteration # 164 - FCN = 297171.0665083 Edm = 1.05418 NCalls = 560 -VariableMetric: Iteration # 165 - FCN = 297168.5322576 Edm = 0.657817 NCalls = 564 -VariableMetric: Iteration # 166 - FCN = 297167.5175342 Edm = 0.136597 NCalls = 566 -VariableMetric: Iteration # 167 - FCN = 297167.3812383 Edm = 0.0563755 NCalls = 567 -VariableMetric: Iteration # 168 - FCN = 297167.3478092 Edm = 0.01548 NCalls = 569 -VariableMetric: Iteration # 169 - FCN = 297167.3294827 Edm = 0.00147881 NCalls = 571 -VariableMetric: Iteration # 170 - FCN = 297167.3269096 Edm = 0.000532112 NCalls = 573 -VariableMetric: Iteration # 171 - FCN = 297167.321958 Edm = 0.00428523 NCalls = 576 -VariableMetric: Iteration # 172 - FCN = 297167.2471186 Edm = 0.0577505 NCalls = 581 -VariableMetric: Iteration # 173 - FCN = 297167.2362148 Edm = 0.0276294 NCalls = 584 -VariableMetric: Iteration # 174 - FCN = 297167.1053229 Edm = 0.143736 NCalls = 590 -VariableMetric: Iteration # 175 - FCN = 297166.9849011 Edm = 0.314967 NCalls = 592 -VariableMetric: Iteration # 176 - FCN = 297166.6704598 Edm = 0.0865544 NCalls = 594 -VariableMetric: Iteration # 177 - FCN = 297166.5920939 Edm = 0.0725589 NCalls = 596 -VariableMetric: Iteration # 178 - FCN = 297166.5013369 Edm = 0.031346 NCalls = 599 -VariableMetric: Iteration # 179 - FCN = 297166.4456621 Edm = 0.00913441 NCalls = 601 -VariableMetric: Iteration # 180 - FCN = 297166.4339861 Edm = 0.00360929 NCalls = 603 -VariableMetric: Iteration # 181 - FCN = 297166.4169022 Edm = 0.0115131 NCalls = 606 -VariableMetric: Iteration # 182 - FCN = 297166.1307739 Edm = 0.191888 NCalls = 610 -VariableMetric: Iteration # 183 - FCN = 297165.3076811 Edm = 0.212716 NCalls = 612 -VariableMetric: Iteration # 184 - FCN = 297165.0725026 Edm = 0.0564718 NCalls = 614 -VariableMetric: Iteration # 185 - FCN = 297165.012863 Edm = 0.00506126 NCalls = 617 -VariableMetric: Iteration # 186 - FCN = 297165.0038301 Edm = 0.000755898 NCalls = 620 -VariableMetric: Iteration # 187 - FCN = 297165.0026654 Edm = 0.000147929 NCalls = 622 -VariableMetric: Iteration # 188 - FCN = 297165.0024627 Edm = 0.000103228 NCalls = 624 -VariableMetric: Iteration # 189 - FCN = 297165.0022883 Edm = 9.25747e-05 NCalls = 626 -VariableMetric: Iteration # 190 - FCN = 297165.0003151 Edm = 0.00166974 NCalls = 630 -VariableMetric: Iteration # 191 - FCN = 297164.9070112 Edm = 0.079896 NCalls = 635 -VariableMetric: Iteration # 192 - FCN = 297164.1179422 Edm = 0.225049 NCalls = 639 -VariableMetric: Iteration # 193 - FCN = 297163.9040537 Edm = 0.0913215 NCalls = 642 -VariableMetric: Iteration # 194 - FCN = 297163.86096 Edm = 0.00800646 NCalls = 644 -VariableMetric: Iteration # 195 - FCN = 297163.8527985 Edm = 0.000194323 NCalls = 646 -VariableMetric: Iteration # 196 - FCN = 297163.8525841 Edm = 2.13199e-05 NCalls = 648 -VariableMetric: After Hessian - FCN = 297163.8525841 Edm = 1.51405 NCalls = 1129 -VariableMetric: Iteration # 197 - FCN = 297163.8525841 Edm = 1.51405 NCalls = 1129 -VariableMetric: Iteration # 198 - FCN = 297162.3413303 Edm = 0.213109 NCalls = 1130 -VariableMetric: Iteration # 199 - FCN = 297162.3382833 Edm = 0.10992 NCalls = 1133 -VariableMetric: Iteration # 200 - FCN = 297162.2444096 Edm = 0.0298485 NCalls = 1135 -VariableMetric: Iteration # 201 - FCN = 297162.1965196 Edm = 0.00817755 NCalls = 1137 -VariableMetric: Iteration # 202 - FCN = 297162.1829181 Edm = 0.00737478 NCalls = 1139 -VariableMetric: Iteration # 203 - FCN = 297162.176599 Edm = 0.00363252 NCalls = 1141 -VariableMetric: Iteration # 204 - FCN = 297162.1710371 Edm = 0.00543338 NCalls = 1143 -VariableMetric: Iteration # 205 - FCN = 297162.1671835 Edm = 0.00559285 NCalls = 1146 -VariableMetric: Iteration # 206 - FCN = 297162.1576289 Edm = 0.00521961 NCalls = 1149 -VariableMetric: Iteration # 207 - FCN = 297162.1500886 Edm = 0.00455601 NCalls = 1152 -VariableMetric: Iteration # 208 - FCN = 297162.1463828 Edm = 0.00413994 NCalls = 1154 -VariableMetric: Iteration # 209 - FCN = 297162.1391395 Edm = 0.00332317 NCalls = 1159 -VariableMetric: Iteration # 210 - FCN = 297162.1326459 Edm = 0.002944 NCalls = 1161 -VariableMetric: Iteration # 211 - FCN = 297162.1296284 Edm = 0.00572375 NCalls = 1163 -VariableMetric: Iteration # 212 - FCN = 297162.1216755 Edm = 0.00234413 NCalls = 1169 -VariableMetric: Iteration # 213 - FCN = 297162.1166158 Edm = 0.00441576 NCalls = 1171 -VariableMetric: Iteration # 214 - FCN = 297162.1151198 Edm = 0.000999801 NCalls = 1173 -VariableMetric: Iteration # 215 - FCN = 297162.1139483 Edm = 0.000650902 NCalls = 1175 -VariableMetric: Iteration # 216 - FCN = 297162.1134365 Edm = 0.000334031 NCalls = 1177 -VariableMetric: Iteration # 217 - FCN = 297162.1124404 Edm = 0.000553355 NCalls = 1180 -VariableMetric: Iteration # 218 - FCN = 297162.1118957 Edm = 0.000253423 NCalls = 1182 -VariableMetric: Iteration # 219 - FCN = 297162.11166 Edm = 7.3697e-05 NCalls = 1185 -VariableMetric: Iteration # 220 - FCN = 297162.1115508 Edm = 5.42442e-05 NCalls = 1187 -VariableMetric: After Hessian - FCN = 297162.1115508 Edm = 0.00039667 NCalls = 1680 -VariableMetric: Iteration # 221 - FCN = 297162.1115508 Edm = 0.00039667 NCalls = 1680 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316436.4099791 Edm = 37.3873 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316436.4099791 Edm = 37.3873 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302459.4553915 Edm = 44.1624 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 302413.0878429 Edm = 83.2003 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 302333.4368707 Edm = 58.1035 NCalls = 15 -VariableMetric: Iteration # 4 - FCN = 299664.5977616 Edm = 130.116 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 299522.3778041 Edm = 70.0084 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 299002.9909233 Edm = 72.3514 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 298966.3788114 Edm = 8.48707 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298959.5505044 Edm = 0.820353 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298938.4425507 Edm = 22.7117 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 298915.8802796 Edm = 21.3956 NCalls = 38 -VariableMetric: Iteration # 11 - FCN = 298882.0144725 Edm = 28.738 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297950.7335856 Edm = 89.0451 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297785.8640304 Edm = 25.6271 NCalls = 51 -VariableMetric: Iteration # 14 - FCN = 297743.1518102 Edm = 9.60853 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297732.2864451 Edm = 0.610877 NCalls = 56 -VariableMetric: Iteration # 16 - FCN = 297731.5704857 Edm = 0.0515257 NCalls = 58 -VariableMetric: Iteration # 17 - FCN = 297731.4719158 Edm = 0.063133 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297680.3574898 Edm = 4.87795 NCalls = 67 -VariableMetric: Iteration # 19 - FCN = 297576.5813878 Edm = 36.6994 NCalls = 69 -VariableMetric: Iteration # 20 - FCN = 297532.3317533 Edm = 23.5082 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297449.0909687 Edm = 29.6864 NCalls = 75 -VariableMetric: Iteration # 22 - FCN = 297406.6615684 Edm = 1.32692 NCalls = 79 -VariableMetric: Iteration # 23 - FCN = 297405.8104401 Edm = 0.767695 NCalls = 81 -VariableMetric: Iteration # 24 - FCN = 297404.985771 Edm = 0.0741255 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297404.8466468 Edm = 0.0184913 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297404.1412976 Edm = 0.659621 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297395.7675835 Edm = 10.57 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297368.9048503 Edm = 14.1174 NCalls = 100 -VariableMetric: Iteration # 29 - FCN = 297334.5287525 Edm = 25.3058 NCalls = 103 -VariableMetric: Iteration # 30 - FCN = 297330.064076 Edm = 1.65683 NCalls = 105 -VariableMetric: Iteration # 31 - FCN = 297328.2054857 Edm = 0.293313 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297324.4498092 Edm = 1.88916 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297320.4311952 Edm = 2.69274 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297319.2663662 Edm = 0.177099 NCalls = 115 -VariableMetric: Iteration # 35 - FCN = 297319.071603 Edm = 0.00654138 NCalls = 117 -VariableMetric: Iteration # 36 - FCN = 297319.0511396 Edm = 0.0112411 NCalls = 119 -VariableMetric: Iteration # 37 - FCN = 297311.5731542 Edm = 4.61336 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297295.8237786 Edm = 1.42037 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297294.1013624 Edm = 0.164332 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297293.928748 Edm = 0.010246 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297293.9095509 Edm = 0.00809676 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297293.8272089 Edm = 0.0929417 NCalls = 137 -VariableMetric: Iteration # 43 - FCN = 297290.9656289 Edm = 2.45245 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297275.3735098 Edm = 1.90547 NCalls = 146 -VariableMetric: Iteration # 45 - FCN = 297273.3165626 Edm = 1.09115 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297272.1947868 Edm = 0.253227 NCalls = 151 -VariableMetric: Iteration # 47 - FCN = 297271.5452623 Edm = 0.202688 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297271.4137818 Edm = 0.126493 NCalls = 156 -VariableMetric: Iteration # 49 - FCN = 297271.2161432 Edm = 0.0339318 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297271.1549853 Edm = 0.00856556 NCalls = 162 -VariableMetric: Iteration # 51 - FCN = 297271.14 Edm = 0.00562345 NCalls = 164 -VariableMetric: Iteration # 52 - FCN = 297271.1346555 Edm = 0.00523841 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297271.0890486 Edm = 0.0353047 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297269.8900825 Edm = 0.738015 NCalls = 174 -VariableMetric: Iteration # 55 - FCN = 297268.3195612 Edm = 3.69734 NCalls = 177 -VariableMetric: Iteration # 56 - FCN = 297261.512823 Edm = 1.66873 NCalls = 181 -VariableMetric: Iteration # 57 - FCN = 297259.7251681 Edm = 1.62136 NCalls = 184 -VariableMetric: Iteration # 58 - FCN = 297258.9180276 Edm = 0.622724 NCalls = 186 -VariableMetric: Iteration # 59 - FCN = 297258.0950538 Edm = 0.283406 NCalls = 188 -VariableMetric: Iteration # 60 - FCN = 297257.6443247 Edm = 0.134453 NCalls = 190 -VariableMetric: Iteration # 61 - FCN = 297257.577556 Edm = 0.0186164 NCalls = 192 -VariableMetric: Iteration # 62 - FCN = 297257.5472977 Edm = 0.00378416 NCalls = 194 -VariableMetric: Iteration # 63 - FCN = 297257.5392598 Edm = 0.00185161 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297257.5342486 Edm = 0.00216446 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297257.5083683 Edm = 0.0203606 NCalls = 201 -VariableMetric: Iteration # 66 - FCN = 297256.8728369 Edm = 0.617196 NCalls = 206 -VariableMetric: Iteration # 67 - FCN = 297255.491931 Edm = 1.23768 NCalls = 212 -VariableMetric: Iteration # 68 - FCN = 297248.2415025 Edm = 1.86922 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297246.3596397 Edm = 3.25528 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297245.6242891 Edm = 0.246935 NCalls = 221 -VariableMetric: Iteration # 71 - FCN = 297245.4115447 Edm = 0.0242278 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297245.3878669 Edm = 0.00164784 NCalls = 223 -VariableMetric: Iteration # 73 - FCN = 297245.3861194 Edm = 0.000224261 NCalls = 225 -VariableMetric: Iteration # 74 - FCN = 297245.3854802 Edm = 0.000410675 NCalls = 227 -VariableMetric: Iteration # 75 - FCN = 297245.3773509 Edm = 0.0089877 NCalls = 231 -VariableMetric: Iteration # 76 - FCN = 297244.8954828 Edm = 0.258465 NCalls = 238 -VariableMetric: Iteration # 77 - FCN = 297242.6652398 Edm = 0.431365 NCalls = 241 -VariableMetric: Iteration # 78 - FCN = 297241.6244532 Edm = 0.0987272 NCalls = 244 -VariableMetric: Iteration # 79 - FCN = 297241.5166129 Edm = 0.0101392 NCalls = 246 -VariableMetric: Iteration # 80 - FCN = 297241.509474 Edm = 0.000484402 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297241.5087524 Edm = 0.000260329 NCalls = 250 -VariableMetric: Iteration # 82 - FCN = 297241.4962925 Edm = 0.0105847 NCalls = 255 -VariableMetric: Iteration # 83 - FCN = 297240.6956073 Edm = 0.496508 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297238.8741077 Edm = 0.0571903 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297238.7915569 Edm = 0.00253735 NCalls = 264 -VariableMetric: Iteration # 86 - FCN = 297238.7885638 Edm = 0.000136346 NCalls = 266 -VariableMetric: Iteration # 87 - FCN = 297238.7882749 Edm = 0.000111984 NCalls = 268 -VariableMetric: Iteration # 88 - FCN = 297238.7852795 Edm = 0.00243989 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297238.4495548 Edm = 0.285527 NCalls = 277 -VariableMetric: Iteration # 90 - FCN = 297233.7507427 Edm = 0.722609 NCalls = 280 -VariableMetric: Iteration # 91 - FCN = 297233.2942008 Edm = 0.108418 NCalls = 282 -VariableMetric: Iteration # 92 - FCN = 297233.1971891 Edm = 0.00617129 NCalls = 283 -VariableMetric: Iteration # 93 - FCN = 297233.1871324 Edm = 0.00391598 NCalls = 285 -VariableMetric: Iteration # 94 - FCN = 297233.1734159 Edm = 0.00658944 NCalls = 287 -VariableMetric: Iteration # 95 - FCN = 297233.1534551 Edm = 0.0151251 NCalls = 292 -VariableMetric: Iteration # 96 - FCN = 297232.8430425 Edm = 1.29113 NCalls = 301 -VariableMetric: Iteration # 97 - FCN = 297232.8417954 Edm = 0.011411 NCalls = 303 -VariableMetric: Iteration # 98 - FCN = 297232.7664062 Edm = 0.0916627 NCalls = 307 -VariableMetric: Iteration # 99 - FCN = 297232.1655832 Edm = 0.703912 NCalls = 313 -VariableMetric: Iteration # 100 - FCN = 297231.6970851 Edm = 0.483901 NCalls = 319 -VariableMetric: Iteration # 101 - FCN = 297231.297307 Edm = 0.476236 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297231.2153441 Edm = 0.0526267 NCalls = 326 -VariableMetric: Iteration # 103 - FCN = 297230.9850217 Edm = 0.0304371 NCalls = 328 -VariableMetric: Iteration # 104 - FCN = 297230.9600924 Edm = 0.00125957 NCalls = 330 -VariableMetric: Iteration # 105 - FCN = 297230.9580184 Edm = 0.00113015 NCalls = 332 -VariableMetric: Iteration # 106 - FCN = 297230.9494137 Edm = 0.010512 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297230.8983015 Edm = 0.0538034 NCalls = 340 -VariableMetric: Iteration # 108 - FCN = 297230.0462089 Edm = 0.365461 NCalls = 347 -VariableMetric: Iteration # 109 - FCN = 297229.7373533 Edm = 0.00750355 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297229.7312916 Edm = 0.00115 NCalls = 351 -VariableMetric: Iteration # 111 - FCN = 297229.7294442 Edm = 0.0015899 NCalls = 353 -VariableMetric: Iteration # 112 - FCN = 297229.7220648 Edm = 0.00550208 NCalls = 356 -VariableMetric: Iteration # 113 - FCN = 297229.6396185 Edm = 0.0742244 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297228.5045698 Edm = 0.94766 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297222.6827564 Edm = 0.831257 NCalls = 365 -VariableMetric: Iteration # 116 - FCN = 297221.9788446 Edm = 0.144109 NCalls = 367 -VariableMetric: Iteration # 117 - FCN = 297221.8976731 Edm = 0.0166614 NCalls = 369 -VariableMetric: Iteration # 118 - FCN = 297221.8804354 Edm = 0.0019535 NCalls = 371 -VariableMetric: Iteration # 119 - FCN = 297221.876027 Edm = 0.00108893 NCalls = 373 -VariableMetric: Iteration # 120 - FCN = 297221.8737177 Edm = 0.000667584 NCalls = 375 -VariableMetric: Iteration # 121 - FCN = 297221.8702134 Edm = 0.00246021 NCalls = 377 -VariableMetric: Iteration # 122 - FCN = 297221.8069199 Edm = 0.069957 NCalls = 381 -VariableMetric: Iteration # 123 - FCN = 297221.0652331 Edm = 0.585189 NCalls = 387 -VariableMetric: Iteration # 124 - FCN = 297218.434233 Edm = 0.742415 NCalls = 390 -VariableMetric: Iteration # 125 - FCN = 297218.0685816 Edm = 0.0890267 NCalls = 392 -VariableMetric: Iteration # 126 - FCN = 297217.9861831 Edm = 0.00847336 NCalls = 394 -VariableMetric: Iteration # 127 - FCN = 297217.9769237 Edm = 0.000546839 NCalls = 396 -VariableMetric: Iteration # 128 - FCN = 297217.976057 Edm = 0.000275331 NCalls = 398 -VariableMetric: Iteration # 129 - FCN = 297217.9744076 Edm = 0.00116668 NCalls = 401 -VariableMetric: Iteration # 130 - FCN = 297217.9527727 Edm = 0.0241725 NCalls = 405 -VariableMetric: Iteration # 131 - FCN = 297217.0267832 Edm = 0.62743 NCalls = 412 -VariableMetric: Iteration # 132 - FCN = 297214.3808638 Edm = 0.0917045 NCalls = 414 -VariableMetric: Iteration # 133 - FCN = 297214.2178624 Edm = 0.00369095 NCalls = 416 -VariableMetric: Iteration # 134 - FCN = 297214.2126227 Edm = 0.000120899 NCalls = 418 -VariableMetric: Iteration # 135 - FCN = 297214.2124509 Edm = 3.04598e-05 NCalls = 420 -VariableMetric: After Hessian - FCN = 297214.2124509 Edm = 5.36316 NCalls = 899 -VariableMetric: Iteration # 136 - FCN = 297214.2124509 Edm = 5.36316 NCalls = 899 -VariableMetric: Iteration # 137 - FCN = 297214.0714418 Edm = 370.313 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297212.5403865 Edm = 0.160168 NCalls = 907 -VariableMetric: Iteration # 139 - FCN = 297212.2692737 Edm = 0.0469538 NCalls = 910 -VariableMetric: Iteration # 140 - FCN = 297212.1694601 Edm = 0.0319862 NCalls = 912 -VariableMetric: Iteration # 141 - FCN = 297212.1435224 Edm = 35.3564 NCalls = 914 -VariableMetric: Iteration # 142 - FCN = 297212.1423368 Edm = 91.4299 NCalls = 918 -VariableMetric: Iteration # 143 - FCN = 297212.1328642 Edm = 437.46 NCalls = 922 -VariableMetric: Iteration # 144 - FCN = 297212.1171319 Edm = 5.87261 NCalls = 926 -VariableMetric: Iteration # 145 - FCN = 297212.1129539 Edm = 1.93345 NCalls = 930 -VariableMetric: Iteration # 146 - FCN = 297212.1114255 Edm = 2 NCalls = 933 -VariableMetric: Iteration # 147 - FCN = 297212.1109294 Edm = 2.80804 NCalls = 936 -VariableMetric: Iteration # 148 - FCN = 297212.1035782 Edm = 1.03631 NCalls = 939 -VariableMetric: Iteration # 149 - FCN = 297212.0950964 Edm = 1.04315 NCalls = 941 -VariableMetric: Iteration # 150 - FCN = 297212.0917489 Edm = 1.95752 NCalls = 943 -VariableMetric: Iteration # 151 - FCN = 297212.0843837 Edm = 0.983465 NCalls = 945 -VariableMetric: Iteration # 152 - FCN = 297212.0374644 Edm = 0.50004 NCalls = 947 -VariableMetric: Iteration # 153 - FCN = 297212.0189271 Edm = 0.196749 NCalls = 949 -VariableMetric: Iteration # 154 - FCN = 297212.0141454 Edm = 0.0605263 NCalls = 951 -VariableMetric: Iteration # 155 - FCN = 297212.0123121 Edm = 0.0163015 NCalls = 953 -VariableMetric: Iteration # 156 - FCN = 297212.0107339 Edm = 0.00759079 NCalls = 955 -VariableMetric: Iteration # 157 - FCN = 297212.0092953 Edm = 0.00429543 NCalls = 957 -VariableMetric: Iteration # 158 - FCN = 297212.0085905 Edm = 0.00596426 NCalls = 959 -VariableMetric: Iteration # 159 - FCN = 297212.0072409 Edm = 0.00209419 NCalls = 961 -VariableMetric: Iteration # 160 - FCN = 297212.0068087 Edm = 0.00033944 NCalls = 963 -VariableMetric: Iteration # 161 - FCN = 297212.0067382 Edm = 0.000336369 NCalls = 965 -VariableMetric: Iteration # 162 - FCN = 297212.0066008 Edm = 5.73864e-05 NCalls = 966 -VariableMetric: Iteration # 163 - FCN = 297212.0065802 Edm = 1.44072e-05 NCalls = 968 -VariableMetric: After Hessian - FCN = 297212.0065802 Edm = 9.89948e-06 NCalls = 1465 -VariableMetric: Iteration # 164 - FCN = 297212.0065802 Edm = 9.89948e-06 NCalls = 1465 -raremodel-nb1.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb1.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.969E+05 | Ncalls=1330 (1330 total) | -| EDM = 4.92E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 296926.5332722641 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.45 | 0.04 | | | -2 | 2 | | -| 1 | p4040_p | -3.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 3 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 2.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.15 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.42 | 0.19 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.704 | 0.029 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.925 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.4 | 1.1 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 5.52 | 0.27 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.68 | 0.22 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 2.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.89 | 0.18 | | |0.126447 | 2.35355 | | -| 16| omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -1.50 | 0.05 | | | -1.5 | 1.5 | | -| 18| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.60 | 0.07 | | | -2 | 2 | | -| 20| p4415_p | -1.32 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 5.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 4.13 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.089 -0.973 -0.390 -0.059 -0.007 -0.044 0.039 -0.068 0.101 -0.068 0.009 -0.012 -0.014 0.004 -0.055 -0.012 0.005 0.000 -0.535 -0.034 0.002 0.192 0.037 | -| p4040_p | -0.089 1.000 0.052 0.018 -0.061 -0.198 0.011 0.065 -0.141 -0.032 0.065 0.032 0.160 0.266 0.042 0.115 0.001 -0.003 -0.008 -0.037 -0.030 -0.001 -0.017 0.101 | -| bplus_1 | -0.973 0.052 1.000 0.377 -0.053 -0.049 0.034 -0.098 -0.001 -0.093 0.035 0.011 -0.024 -0.063 0.002 -0.016 0.012 0.006 0.000 0.450 0.091 -0.002 -0.186 -0.086 | -| rho_s | -0.390 0.018 0.377 1.000 0.014 0.012 0.006 0.039 0.037 -0.055 0.077 -0.008 -0.013 0.016 -0.004 0.020 0.031 -0.005 -0.001 0.304 -0.014 -0.001 -0.517 -0.011 | -| Dbar_p | -0.059 -0.061 -0.053 0.014 1.000 0.104 0.017 0.422 0.128 -0.039 0.090 0.011 0.065 -0.175 0.039 0.046 0.001 -0.020 0.001 -0.141 -0.103 0.003 -0.019 0.424 | -| p4040_s | -0.007 -0.198 -0.049 0.012 0.104 1.000 0.002 -0.066 0.074 0.004 -0.006 -0.004 0.098 -0.131 -0.032 -0.072 0.000 0.039 -0.006 0.204 -0.203 0.010 -0.003 -0.116 | -| phi_p | -0.044 0.011 0.034 0.006 0.017 0.002 1.000 -0.017 0.006 0.546 0.136 -0.000 0.007 0.009 0.000 0.007 -0.000 -0.000 0.000 -0.011 0.006 -0.000 -0.017 0.001 | -| jpsi_p | 0.039 0.065 -0.098 0.039 0.422 -0.066 -0.017 1.000 0.103 0.004 -0.056 0.025 0.170 0.412 0.041 -0.040 0.002 0.015 0.009 -0.002 0.034 0.002 -0.019 0.311 | -| psi2s_p | -0.068 -0.141 -0.001 0.037 0.128 0.074 0.006 0.103 1.000 -0.011 0.017 0.024 -0.373 0.206 0.043 -0.043 0.001 0.013 0.002 0.166 -0.070 0.003 -0.019 0.224 | -| phi_s | 0.101 -0.032 -0.093 -0.055 -0.039 0.004 0.546 0.004 -0.011 1.000 0.098 0.002 -0.026 -0.004 0.002 -0.015 -0.005 -0.003 -0.001 0.017 -0.022 0.000 0.049 -0.010 | -| rho_p | -0.068 0.065 0.035 0.077 0.090 -0.006 0.136 -0.056 0.017 0.098 1.000 -0.002 0.056 0.014 -0.003 0.033 0.033 0.008 0.001 -0.202 0.052 -0.001 0.056 0.020 | -| DDstar_s | 0.009 0.032 0.011 -0.008 0.011 -0.004 -0.000 0.025 0.024 0.002 -0.002 1.000 0.007 0.016 -0.002 0.010 -0.000 0.000 0.001 -0.028 0.020 -0.001 0.004 0.000 | -| p3770_s | -0.012 0.160 -0.024 -0.013 0.065 0.098 0.007 0.170 -0.373 -0.026 0.056 0.007 1.000 0.260 0.053 0.059 0.000 -0.028 0.002 -0.119 0.037 -0.001 -0.004 -0.070 | -| DDstar_p | -0.014 0.266 -0.063 0.016 -0.175 -0.131 0.009 0.412 0.206 -0.004 0.014 0.016 0.260 1.000 -0.015 -0.010 0.000 -0.001 0.013 0.092 0.110 -0.001 -0.009 0.193 | -| Dbar_s | 0.004 0.042 0.002 -0.004 0.039 -0.032 0.000 0.041 0.043 0.002 -0.003 -0.002 0.053 -0.015 1.000 -0.003 -0.000 0.003 0.001 0.017 0.017 -0.000 0.002 0.033 | -| p4415_s | -0.055 0.115 -0.016 0.020 0.046 -0.072 0.007 -0.040 -0.043 -0.015 0.033 0.010 0.059 -0.010 -0.003 1.000 0.001 0.024 0.006 0.134 -0.013 -0.003 -0.012 -0.001 | -| omega_p | -0.012 0.001 0.012 0.031 0.001 0.000 -0.000 0.002 0.001 -0.005 0.033 -0.000 0.000 0.000 -0.000 0.001 1.000 -0.000 -0.000 0.008 0.000 -0.000 -0.151 -0.000 | -| Ctt | 0.005 -0.003 0.006 -0.005 -0.020 0.039 -0.000 0.015 0.013 -0.003 0.008 0.000 -0.028 -0.001 0.003 0.024 -0.000 1.000 -0.001 -0.089 0.000 -0.000 0.001 -0.022 | -| p4160_s | 0.000 -0.008 0.000 -0.001 0.001 -0.006 0.000 0.009 0.002 -0.001 0.001 0.001 0.002 0.013 0.001 0.006 -0.000 -0.001 1.000 -0.009 0.008 -0.002 0.000 0.008 | -| bplus_2 | -0.535 -0.037 0.450 0.304 -0.141 0.204 -0.011 -0.002 0.166 0.017 -0.202 -0.028 -0.119 0.092 0.017 0.134 0.008 -0.089 -0.009 1.000 -0.267 -0.000 -0.123 -0.118 | -| p4415_p | -0.034 -0.030 0.091 -0.014 -0.103 -0.203 0.006 0.034 -0.070 -0.022 0.052 0.020 0.037 0.110 0.017 -0.013 0.000 0.000 0.008 -0.267 1.000 0.004 -0.001 0.053 | -| p4160_p | 0.002 -0.001 -0.002 -0.001 0.003 0.010 -0.000 0.002 0.003 0.000 -0.001 -0.001 -0.001 -0.001 -0.000 -0.003 -0.000 -0.000 -0.002 -0.000 0.004 1.000 0.000 0.000 | -| omega_s | 0.192 -0.017 -0.186 -0.517 -0.019 -0.003 -0.017 -0.019 -0.019 0.049 0.056 0.004 -0.004 -0.009 0.002 -0.012 -0.151 0.001 0.000 -0.123 -0.001 0.000 1.000 -0.000 | -| p3770_p | 0.037 0.101 -0.086 -0.011 0.424 -0.116 0.001 0.311 0.224 -0.010 0.020 0.000 -0.070 0.193 0.033 -0.001 -0.000 -0.022 0.008 -0.118 0.053 0.000 -0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03587590080126013}), (, {'error': 0.13266289650133167}), (, {'error': 0.06324832865071262}), (, {'error': 0.32922092701252015}), (, {'error': 0.3313578405591402}), (, {'error': 0.15658926374983656}), (, {'error': 0.19373010726290651}), (, {'error': 0.02889302433539953}), (, {'error': 0.03111006964589791}), (, {'error': 1.053337463352845}), (, {'error': 0.266374957914822}), (, {'error': 0.02238716222653514}), (, {'error': 0.22234142490083997}), (, {'error': 0.33021432876532764}), (, {'error': 0.032100905339918495}), (, {'error': 0.17969877432234704}), (, {'error': 0.14740534641552205}), (, {'error': 0.047322602926495705}), (, {'error': 0.014375731420818993}), (, {'error': 0.06545759854947208}), (, {'error': 0.22669388404289892}), (, {'error': 0.010517881142106056}), (, {'error': 1.0093924438765036}), (, {'error': 0.09779271387957067})]) -Toy 1/25 -Time taken: 5 min, 55 s -Projected time left: 2 h, 22 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1297 (1297 total) | -| EDM = 3.7E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297356.15985170496 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.404 | 0.030 | | | -2 | 2 | | -| 1 | p4040_p | -2.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.76 | 0.06 | | | -2 | 2 | | -| 3 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.56 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.56 | 0.18 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.680 | 0.025 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.875 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.37 | 0.22 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.19 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.71 | 0.21 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.14 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.25 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | 4.18 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -1.89 | 0.11 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 6.5 | 1.0 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.030 -0.919 -0.467 -0.037 -0.057 -0.080 0.133 -0.018 0.078 0.207 0.001 -0.013 -0.038 0.001 -0.019 -0.007 -0.004 -0.055 -0.027 -0.049 0.007 0.227 0.065 | -| p4040_p | -0.030 1.000 0.085 -0.004 -0.108 -0.228 -0.001 -0.091 -0.199 -0.005 0.004 0.022 -0.051 -0.056 0.019 0.012 0.000 -0.229 0.357 -0.014 0.174 0.193 0.000 0.119 | -| bplus_1 | -0.919 0.085 1.000 0.385 -0.096 0.062 0.065 -0.042 0.060 -0.072 -0.179 -0.028 -0.012 -0.236 -0.009 -0.067 0.006 0.111 0.062 -0.194 0.170 0.074 -0.191 -0.130 | -| rho_s | -0.467 -0.004 0.385 1.000 0.063 0.043 0.094 -0.070 0.004 0.006 -0.137 0.007 0.009 0.094 0.002 0.035 0.022 0.045 0.049 -0.065 0.012 -0.031 -0.468 -0.016 | -| Dbar_p | -0.037 -0.108 -0.096 0.063 1.000 -0.078 0.012 0.248 -0.025 -0.017 -0.012 -0.011 -0.048 -0.221 0.035 0.033 0.001 -0.357 -0.089 0.065 -0.082 0.013 -0.033 0.343 | -| p4040_s | -0.057 -0.228 0.062 0.043 -0.078 1.000 0.006 0.039 0.051 -0.029 0.008 -0.016 0.109 -0.171 -0.010 0.175 0.000 0.366 -0.016 -0.131 -0.172 -0.509 -0.028 -0.177 | -| phi_p | -0.080 -0.001 0.065 0.094 0.012 0.006 1.000 -0.025 -0.001 0.512 0.012 0.002 0.000 0.011 0.001 0.005 0.001 -0.002 0.006 -0.003 0.001 -0.005 -0.067 -0.005 | -| jpsi_p | 0.133 -0.091 -0.042 -0.070 0.248 0.039 -0.025 1.000 0.025 0.021 -0.009 0.053 -0.068 -0.220 0.061 0.003 0.001 0.231 -0.001 -0.239 0.028 -0.041 0.033 0.024 | -| psi2s_p | -0.018 -0.199 0.060 0.004 -0.025 0.051 -0.001 0.025 1.000 -0.006 0.001 0.017 -0.448 -0.188 0.032 0.033 0.000 0.226 -0.054 -0.075 -0.047 -0.128 -0.004 0.007 | -| phi_s | 0.078 -0.005 -0.072 0.006 -0.017 -0.029 0.512 0.021 -0.006 1.000 0.045 0.001 -0.014 -0.006 -0.000 -0.013 -0.003 -0.061 -0.039 0.119 -0.026 0.006 0.020 0.006 | -| rho_p | 0.207 0.004 -0.179 -0.137 -0.012 0.008 0.012 -0.009 0.001 0.045 1.000 -0.003 0.007 -0.040 -0.000 -0.004 -0.000 0.037 0.015 -0.113 0.020 0.006 0.276 -0.000 | -| DDstar_s | 0.001 0.022 -0.028 0.007 -0.011 -0.016 0.002 0.053 0.017 0.001 -0.003 1.000 0.037 0.060 -0.001 -0.006 0.000 -0.011 -0.002 0.026 0.014 0.048 -0.003 0.042 | -| p3770_s | -0.013 -0.051 -0.012 0.009 -0.048 0.109 0.000 -0.068 -0.448 -0.014 0.007 0.037 1.000 0.013 0.038 0.013 0.000 -0.135 0.013 0.054 -0.002 -0.024 -0.009 -0.244 | -| DDstar_p | -0.038 -0.056 -0.236 0.094 -0.221 -0.171 0.011 -0.220 -0.188 -0.006 -0.040 0.060 0.013 1.000 0.012 -0.026 0.002 0.018 -0.099 0.246 -0.217 -0.084 -0.042 0.093 | -| Dbar_s | 0.001 0.019 -0.009 0.002 0.035 -0.010 0.001 0.061 0.032 -0.000 -0.000 -0.001 0.038 0.012 1.000 -0.002 -0.000 -0.009 -0.003 0.008 0.012 0.036 -0.001 0.053 | -| p4415_s | -0.019 0.012 -0.067 0.035 0.033 0.175 0.005 0.003 0.033 -0.013 -0.004 -0.006 0.013 -0.026 -0.002 1.000 0.000 0.211 0.314 0.054 -0.129 -0.084 -0.019 -0.067 | -| omega_p | -0.007 0.000 0.006 0.022 0.001 0.000 0.001 0.001 0.000 -0.003 -0.000 0.000 0.000 0.002 -0.000 0.000 1.000 -0.000 -0.000 0.002 -0.000 -0.000 -0.100 0.000 | -| Ctt | -0.004 -0.229 0.111 0.045 -0.357 0.366 -0.002 0.231 0.226 -0.061 0.037 -0.011 -0.135 0.018 -0.009 0.211 -0.000 1.000 0.234 -0.670 -0.011 -0.366 -0.041 -0.239 | -| p4160_s | -0.055 0.357 0.062 0.049 -0.089 -0.016 0.006 -0.001 -0.054 -0.039 0.015 -0.002 0.013 -0.099 -0.003 0.314 -0.000 0.234 1.000 -0.172 -0.088 -0.078 -0.034 -0.051 | -| bplus_2 | -0.027 -0.014 -0.194 -0.065 0.065 -0.131 -0.003 -0.239 -0.075 0.119 -0.113 0.026 0.054 0.246 0.008 0.054 0.002 -0.670 -0.172 1.000 -0.243 -0.008 0.067 0.064 | -| p4415_p | -0.049 0.174 0.170 0.012 -0.082 -0.172 0.001 0.028 -0.047 -0.026 0.020 0.014 -0.002 -0.217 0.012 -0.129 -0.000 -0.011 -0.088 -0.243 1.000 0.322 -0.014 0.026 | -| p4160_p | 0.007 0.193 0.074 -0.031 0.013 -0.509 -0.005 -0.041 -0.128 0.006 0.006 0.048 -0.024 -0.084 0.036 -0.084 -0.000 -0.366 -0.078 -0.008 0.322 1.000 0.016 0.164 | -| omega_s | 0.227 0.000 -0.191 -0.468 -0.033 -0.028 -0.067 0.033 -0.004 0.020 0.276 -0.003 -0.009 -0.042 -0.001 -0.019 -0.100 -0.041 -0.034 0.067 -0.014 0.016 1.000 0.008 | -| p3770_p | 0.065 0.119 -0.130 -0.016 0.343 -0.177 -0.005 0.024 0.007 0.006 -0.000 0.042 -0.244 0.093 0.053 -0.067 0.000 -0.239 -0.051 0.064 0.026 0.164 0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030122585039308647}), (, {'error': 0.33392475317682613}), (, {'error': 0.05894064110059527}), (, {'error': 0.3990124543166784}), (, {'error': 0.3552999333102984}), (, {'error': 0.1811759885032216}), (, {'error': 0.18472138545679906}), (, {'error': 0.024748549170862333}), (, {'error': 0.03147399818917229}), (, {'error': 0.9977739779342221}), (, {'error': 0.7564222234787081}), (, {'error': 0.03129710303037289}), (, {'error': 0.22423145849067438}), (, {'error': 0.36447006565195483}), (, {'error': 0.02588373813128131}), (, {'error': 0.1960210227058236}), (, {'error': 0.08437029309710997}), (, {'error': 0.21457141879777414}), (, {'error': 0.17035822651211452}), (, {'error': 0.08040742702158865}), (, {'error': 0.18250882430535942}), (, {'error': 0.10525244854365567}), (, {'error': 0.975674833065916}), (, {'error': 0.09859834895438269})]) -Toy 2/25 -Time taken: 10 min, 52 s -Projected time left: 2 h, 4 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.985E+05 | Ncalls=492 (503 total) | -| EDM = 2.4E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298461.1524762289 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -1.155 | 0.007 | | | -2 | 2 | | -| 1 | p4040_p | 5.23 | 0.11 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 1.992 | 0.001 | | | -2 | 2 | | -| 3 | rho_s | 1.689 | 0.001 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -0.83 | 0.19 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.806 | 0.001 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.618E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.433 | 0.008 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 2.440 | 0.012 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 21.951 | 0.005 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 5.866 | 0.004 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 2.051E-1 | 0.004E-1 | | | -0.3 | 0.3 | | -| 12| p3770_s | 0.329E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -0.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 2.980E-1 | 0.001E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.457 | 0.001 | | |0.126447 | 2.35355 | | -| 16| omega_p | -2.397 | 0.009 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -1.497 | 0.000 | | | -1.5 | 1.5 | | -| 18| p4160_s | 3.092 | 0.003 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 1.759 | 0.003 | | | -2 | 2 | | -| 20| p4415_p | -0.976 | 0.012 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -0.25 | 6.72 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 5.389 | 0.003 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 4.481 | 0.017 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.993 0.871 0.013 0.991 -0.519 0.092 0.969 0.547 -0.052 0.426 0.638 -0.302 0.957 0.042 0.323 -0.093 -0.061 -0.835 0.799 0.696 0.995 -0.029 -0.897 | -| p4040_p | -0.993 1.000 -0.873 -0.013 -0.994 0.520 -0.093 -0.972 -0.549 0.052 -0.427 -0.639 0.303 -0.959 -0.042 -0.324 0.093 0.061 0.837 -0.801 -0.698 -0.998 0.029 0.899 | -| bplus_1 | 0.871 -0.873 1.000 0.012 0.871 -0.456 0.081 0.852 0.481 -0.046 0.374 0.561 -0.266 0.841 0.037 0.284 -0.082 -0.053 -0.734 0.702 0.612 0.875 -0.026 -0.789 | -| rho_s | 0.013 -0.013 0.012 1.000 0.013 -0.007 0.001 0.013 0.007 -0.001 0.006 0.009 -0.004 0.013 0.001 0.004 -0.001 -0.001 -0.011 0.011 0.009 0.013 -0.000 -0.012 | -| Dbar_p | 0.991 -0.994 0.871 0.013 1.000 -0.519 0.092 0.970 0.547 -0.052 0.426 0.638 -0.302 0.958 0.042 0.323 -0.093 -0.061 -0.835 0.800 0.697 0.996 -0.029 -0.898 | -| p4040_s | -0.519 0.520 -0.456 -0.007 -0.519 1.000 -0.048 -0.508 -0.287 0.027 -0.223 -0.334 0.158 -0.501 -0.022 -0.169 0.049 0.032 0.437 -0.419 -0.365 -0.521 0.015 0.470 | -| phi_p | 0.092 -0.093 0.081 0.001 0.092 -0.048 1.000 0.090 0.051 -0.005 0.040 0.059 -0.028 0.089 0.004 0.030 -0.009 -0.006 -0.078 0.074 0.065 0.093 -0.003 -0.084 | -| jpsi_p | 0.969 -0.972 0.852 0.013 0.970 -0.508 0.090 1.000 0.535 -0.051 0.417 0.624 -0.296 0.937 0.041 0.316 -0.091 -0.060 -0.817 0.782 0.682 0.974 -0.029 -0.878 | -| psi2s_p | 0.547 -0.549 0.481 0.007 0.547 -0.287 0.051 0.535 1.000 -0.029 0.235 0.352 -0.167 0.528 0.023 0.179 -0.051 -0.034 -0.462 0.441 0.385 0.550 -0.016 -0.496 | -| phi_s | -0.052 0.052 -0.046 -0.001 -0.052 0.027 -0.005 -0.051 -0.029 1.000 -0.022 -0.033 0.016 -0.050 -0.002 -0.017 0.005 0.003 0.044 -0.042 -0.037 -0.052 0.002 0.047 | -| rho_p | 0.426 -0.427 0.374 0.006 0.426 -0.223 0.040 0.417 0.235 -0.022 1.000 0.274 -0.130 0.411 0.018 0.139 -0.040 -0.026 -0.359 0.344 0.299 0.428 -0.013 -0.386 | -| DDstar_s | 0.638 -0.639 0.561 0.009 0.638 -0.334 0.059 0.624 0.352 -0.033 0.274 1.000 -0.195 0.616 0.027 0.208 -0.060 -0.039 -0.537 0.514 0.448 0.641 -0.019 -0.577 | -| p3770_s | -0.302 0.303 -0.266 -0.004 -0.302 0.158 -0.028 -0.296 -0.167 0.016 -0.130 -0.195 1.000 -0.292 -0.013 -0.099 0.028 0.019 0.255 -0.244 -0.212 -0.304 0.009 0.274 | -| DDstar_p | 0.957 -0.959 0.841 0.013 0.958 -0.501 0.089 0.937 0.528 -0.050 0.411 0.616 -0.292 1.000 0.041 0.312 -0.090 -0.059 -0.806 0.772 0.673 0.961 -0.028 -0.866 | -| Dbar_s | 0.042 -0.042 0.037 0.001 0.042 -0.022 0.004 0.041 0.023 -0.002 0.018 0.027 -0.013 0.041 1.000 0.014 -0.004 -0.003 -0.036 0.034 0.030 0.043 -0.001 -0.038 | -| p4415_s | 0.323 -0.324 0.284 0.004 0.323 -0.169 0.030 0.316 0.179 -0.017 0.139 0.208 -0.099 0.312 0.014 1.000 -0.030 -0.020 -0.272 0.261 0.227 0.325 -0.010 -0.293 | -| omega_p | -0.093 0.093 -0.082 -0.001 -0.093 0.049 -0.009 -0.091 -0.051 0.005 -0.040 -0.060 0.028 -0.090 -0.004 -0.030 1.000 0.006 0.078 -0.075 -0.065 -0.093 0.003 0.084 | -| Ctt | -0.061 0.061 -0.053 -0.001 -0.061 0.032 -0.006 -0.060 -0.034 0.003 -0.026 -0.039 0.019 -0.059 -0.003 -0.020 0.006 1.000 0.051 -0.049 -0.043 -0.061 0.002 0.055 | -| p4160_s | -0.835 0.837 -0.734 -0.011 -0.835 0.437 -0.078 -0.817 -0.462 0.044 -0.359 -0.537 0.255 -0.806 -0.036 -0.272 0.078 0.051 1.000 -0.673 -0.587 -0.839 0.025 0.756 | -| bplus_2 | 0.799 -0.801 0.702 0.011 0.800 -0.419 0.074 0.782 0.441 -0.042 0.344 0.514 -0.244 0.772 0.034 0.261 -0.075 -0.049 -0.673 1.000 0.562 0.803 -0.024 -0.723 | -| p4415_p | 0.696 -0.698 0.612 0.009 0.697 -0.365 0.065 0.682 0.385 -0.037 0.299 0.448 -0.212 0.673 0.030 0.227 -0.065 -0.043 -0.587 0.562 1.000 0.700 -0.021 -0.631 | -| p4160_p | 0.995 -0.998 0.875 0.013 0.996 -0.521 0.093 0.974 0.550 -0.052 0.428 0.641 -0.304 0.961 0.043 0.325 -0.093 -0.061 -0.839 0.803 0.700 1.000 -0.030 -0.901 | -| omega_s | -0.029 0.029 -0.026 -0.000 -0.029 0.015 -0.003 -0.029 -0.016 0.002 -0.013 -0.019 0.009 -0.028 -0.001 -0.010 0.003 0.002 0.025 -0.024 -0.021 -0.030 1.000 0.027 | -| p3770_p | -0.897 0.899 -0.789 -0.012 -0.898 0.470 -0.084 -0.878 -0.496 0.047 -0.386 -0.577 0.274 -0.866 -0.038 -0.293 0.084 0.055 0.756 -0.723 -0.631 -0.901 0.027 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.006972219313837402}), (, {'error': 0.10839284478019273}), (, {'error': 0.0006065997071698082}), (, {'error': 0.0012489476842076908}), (, {'error': 0.1943346348001067}), (, {'error': 0.0011457914421849624}), (, {'error': 0.0017787436324203654}), (, {'error': 0.00832131191560359}), (, {'error': 0.011544152913398165}), (, {'error': 0.005334453773143011}), (, {'error': 0.003828758218569206}), (, {'error': 0.0004458144902231287}), (, {'error': 0.0022458389092734343}), (, {'error': 0.03689356978835834}), (, {'error': 5.459235888066738e-05}), (, {'error': 0.001308721720149203}), (, {'error': 0.009438539672917523}), (, {'error': 0.00013734022479661157}), (, {'error': 0.003445326709745178}), (, {'error': 0.0025567291530164127}), (, {'error': 0.012469102945793065}), (, {'error': 6.717491019607133}), (, {'error': 0.0034248594511061548}), (, {'error': 0.016916704413370454})]) -Toy 3/25 -Time taken: 13 min, 53 s -Projected time left: 1 h, 41 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.976E+05 | Ncalls=1372 (1372 total) | -| EDM = 6.76E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297618.58143719134 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.41 | 0.03 | | | -2 | 2 | | -| 1 | p4040_p | -1.99 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.74 | 0.06 | | | -2 | 2 | | -| 3 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.83 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.564 | 0.024 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.915 | 0.032 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.2 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.07 | 0.24 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -5.2 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.30 | 0.45 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.63 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_p | -6.0 | 0.5 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.67 | 0.20 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.21 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -2.03 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.44 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 7.2 | 2.0 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.43 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.010 -0.940 -0.455 0.001 -0.057 0.006 0.115 -0.017 0.176 0.142 -0.003 -0.012 -0.079 0.027 -0.019 0.145 0.010 -0.040 -0.082 -0.027 0.015 0.249 0.064 | -| p4040_p | -0.010 1.000 0.059 -0.011 0.014 -0.188 0.000 -0.046 -0.172 -0.001 0.004 0.014 -0.058 -0.054 0.078 -0.023 0.003 -0.302 0.309 -0.002 0.201 0.272 0.005 0.189 | -| bplus_1 | -0.940 0.059 1.000 0.399 -0.004 0.055 -0.005 0.022 0.061 -0.162 -0.135 -0.017 0.004 -0.181 0.035 -0.070 -0.131 0.066 0.026 -0.110 0.143 0.080 -0.223 -0.068 | -| rho_s | -0.455 -0.011 0.399 1.000 0.000 0.030 -0.001 -0.055 0.001 -0.105 0.041 0.006 0.000 0.102 -0.029 0.027 -0.174 0.014 0.027 0.029 -0.008 -0.032 -0.389 -0.031 | -| Dbar_p | 0.001 0.014 -0.004 0.000 1.000 -0.002 -0.000 0.040 0.022 -0.001 0.001 -0.000 0.023 0.016 0.035 -0.000 0.000 0.007 0.001 0.001 0.010 0.021 0.000 0.031 | -| p4040_s | -0.057 -0.188 0.055 0.030 -0.002 1.000 0.000 0.043 -0.007 -0.040 0.039 -0.009 0.114 -0.191 0.051 0.191 0.000 0.314 0.101 -0.130 -0.136 -0.464 -0.009 -0.107 | -| phi_p | 0.006 0.000 -0.005 -0.001 -0.000 0.000 1.000 -0.004 -0.000 0.139 0.024 -0.000 0.000 -0.002 0.000 -0.000 0.018 0.000 0.001 -0.004 0.001 0.000 0.017 -0.000 | -| jpsi_p | 0.115 -0.046 0.022 -0.055 0.040 0.043 -0.004 1.000 0.039 0.045 -0.063 0.035 -0.045 -0.282 -0.037 -0.025 -0.023 0.291 0.015 -0.224 0.083 0.001 -0.010 -0.073 | -| psi2s_p | -0.017 -0.172 0.061 0.001 0.022 -0.007 -0.000 0.039 1.000 -0.005 0.000 0.009 -0.435 -0.215 0.069 0.022 -0.003 0.225 -0.048 -0.059 -0.027 -0.094 -0.004 -0.035 | -| phi_s | 0.176 -0.001 -0.162 -0.105 -0.001 -0.040 0.139 0.045 -0.005 1.000 0.083 -0.002 -0.016 -0.024 0.016 -0.016 0.106 -0.058 -0.044 0.105 -0.027 0.009 0.137 0.021 | -| rho_p | 0.142 0.004 -0.135 0.041 0.001 0.039 0.024 -0.063 0.000 0.083 1.000 -0.001 0.020 -0.029 -0.004 0.006 0.076 0.085 0.051 -0.227 0.044 0.003 0.176 -0.014 | -| DDstar_s | -0.003 0.014 -0.017 0.006 -0.000 -0.009 -0.000 0.035 0.009 -0.002 -0.001 1.000 0.019 0.035 0.004 -0.000 -0.002 -0.007 -0.002 0.016 0.008 0.026 -0.003 0.029 | -| p3770_s | -0.012 -0.058 0.004 0.000 0.023 0.114 0.000 -0.045 -0.435 -0.016 0.020 0.019 1.000 -0.036 0.102 0.017 0.002 -0.134 0.027 0.034 0.017 -0.014 0.001 -0.220 | -| DDstar_p | -0.079 -0.054 -0.181 0.102 0.016 -0.191 -0.002 -0.282 -0.215 -0.024 -0.029 0.035 -0.036 1.000 0.142 -0.002 -0.037 -0.055 -0.100 0.246 -0.270 -0.133 -0.057 0.084 | -| Dbar_s | 0.027 0.078 0.035 -0.029 0.035 0.051 0.000 -0.037 0.069 0.016 -0.004 0.004 0.102 0.142 1.000 -0.028 0.007 0.201 0.036 -0.019 0.066 0.054 0.014 -0.089 | -| p4415_s | -0.019 -0.023 -0.070 0.027 -0.000 0.191 -0.000 -0.025 0.022 -0.016 0.006 -0.000 0.017 -0.002 -0.028 1.000 -0.006 0.217 0.317 0.070 -0.145 -0.077 -0.012 -0.086 | -| omega_p | 0.145 0.003 -0.131 -0.174 0.000 0.000 0.018 -0.023 -0.003 0.106 0.076 -0.002 0.002 -0.037 0.007 -0.006 1.000 0.010 0.003 -0.054 0.011 0.007 0.891 0.001 | -| Ctt | 0.010 -0.302 0.066 0.014 0.007 0.314 0.000 0.291 0.225 -0.058 0.085 -0.007 -0.134 -0.055 0.201 0.217 0.010 1.000 0.242 -0.672 -0.024 -0.336 0.002 -0.211 | -| p4160_s | -0.040 0.309 0.026 0.027 0.001 0.101 0.001 0.015 -0.048 -0.044 0.051 -0.002 0.027 -0.100 0.036 0.317 0.003 0.242 1.000 -0.163 -0.111 -0.099 -0.005 -0.034 | -| bplus_2 | -0.082 -0.002 -0.110 0.029 0.001 -0.130 -0.004 -0.224 -0.059 0.105 -0.227 0.016 0.034 0.246 -0.019 0.070 -0.054 -0.672 -0.163 1.000 -0.253 -0.047 -0.052 0.063 | -| p4415_p | -0.027 0.201 0.143 -0.008 0.010 -0.136 0.001 0.083 -0.027 -0.027 0.044 0.008 0.017 -0.270 0.066 -0.145 0.011 -0.024 -0.111 -0.253 1.000 0.342 0.010 0.070 | -| p4160_p | 0.015 0.272 0.080 -0.032 0.021 -0.464 0.000 0.001 -0.094 0.009 0.003 0.026 -0.014 -0.133 0.054 -0.077 0.007 -0.336 -0.099 -0.047 0.342 1.000 0.014 0.172 | -| omega_s | 0.249 0.005 -0.223 -0.389 0.000 -0.009 0.017 -0.010 -0.004 0.137 0.176 -0.003 0.001 -0.057 0.014 -0.012 0.891 0.002 -0.005 -0.052 0.010 0.014 1.000 0.009 | -| p3770_p | 0.064 0.189 -0.068 -0.031 0.031 -0.107 -0.000 -0.073 -0.035 0.021 -0.014 0.029 -0.220 0.084 -0.089 -0.086 0.001 -0.211 -0.034 0.063 0.070 0.172 0.009 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.033701387100221414}), (, {'error': 0.22965520857497168}), (, {'error': 0.061469319155679436}), (, {'error': 0.3617786825341597}), (, {'error': 0.0559404952865199}), (, {'error': 0.17355594177853184}), (, {'error': 0.07262940228896175}), (, {'error': 0.02394702323146003}), (, {'error': 0.03160124656978258}), (, {'error': 0.8776056643742276}), (, {'error': 0.3794500674967187}), (, {'error': 0.02120309586242622}), (, {'error': 0.238720193069639}), (, {'error': 0.3439334473264761}), (, {'error': 0.4505239697680123}), (, {'error': 0.19564214450766482}), (, {'error': 0.4898251378453842}), (, {'error': 0.1968490396747235}), (, {'error': 0.17297270715457658}), (, {'error': 0.0808302394588063}), (, {'error': 0.1411313220296755}), (, {'error': 0.09979541539553427}), (, {'error': 2.035480057348742}), (, {'error': 0.09821322204431882})]) -Toy 4/25 -Time taken: 19 min, 6 s -Projected time left: 1 h, 40 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1330 (1330 total) | -| EDM = 0.00123 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297051.54414930847 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.54 | 0.04 | | | -2 | 2 | | -| 1 | p4040_p | -2.03 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 1.01 | 0.07 | | | -2 | 2 | | -| 3 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.87 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 0.61 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.638 | 0.025 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.866 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.6 | 1.2 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 4.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.03 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.36 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 4.6 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.19 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_p | -5.55 | 0.17 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.95 | 0.22 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.32 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.47 | 0.11 | | | -2 | 2 | | -| 20| p4415_p | -2.27 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -1.98 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.61 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.009 -0.916 -0.145 -0.094 -0.025 0.022 0.089 -0.003 0.099 -0.233 -0.009 -0.023 -0.166 -0.002 -0.054 -0.134 0.061 -0.026 -0.318 0.023 0.028 0.017 -0.008 | -| p4040_p | 0.009 1.000 0.018 0.007 -0.050 -0.214 -0.001 -0.100 -0.194 0.002 -0.014 0.037 -0.078 0.038 0.027 -0.071 -0.005 -0.327 0.252 0.051 0.180 0.328 0.001 0.157 | -| bplus_1 | -0.916 0.018 1.000 0.132 -0.050 0.052 -0.012 -0.040 0.032 -0.082 0.182 -0.012 -0.011 -0.114 -0.005 -0.044 0.113 0.064 0.026 0.080 0.081 0.022 -0.014 -0.087 | -| rho_s | -0.145 0.007 0.132 1.000 -0.006 -0.062 0.236 0.065 -0.002 0.146 -0.169 0.004 -0.020 0.049 -0.001 0.001 0.343 -0.126 -0.073 0.315 -0.065 0.006 0.038 0.018 | -| Dbar_p | -0.094 -0.050 -0.050 -0.006 1.000 -0.143 -0.009 0.230 -0.046 -0.026 0.060 -0.006 -0.071 -0.197 0.036 0.049 0.023 -0.362 -0.087 0.096 -0.098 0.008 -0.005 0.350 | -| p4040_s | -0.025 -0.214 0.052 -0.062 -0.143 1.000 -0.019 -0.013 -0.032 -0.036 0.044 -0.006 0.086 -0.181 -0.005 0.216 0.003 0.335 0.167 -0.147 -0.119 -0.504 -0.006 -0.158 | -| phi_p | 0.022 -0.001 -0.012 0.236 -0.009 -0.019 1.000 0.010 -0.005 0.716 -0.135 0.001 -0.011 -0.005 0.001 -0.005 0.064 -0.022 -0.022 0.063 -0.016 -0.000 -0.005 0.001 | -| jpsi_p | 0.089 -0.100 -0.040 0.065 0.230 -0.013 0.010 1.000 -0.016 0.027 -0.061 0.074 -0.071 -0.084 0.068 0.002 -0.009 0.237 -0.006 -0.199 -0.007 -0.066 0.000 0.023 | -| psi2s_p | -0.003 -0.194 0.032 -0.002 -0.046 -0.032 -0.005 -0.016 1.000 -0.005 0.001 0.029 -0.419 -0.135 0.036 0.034 -0.001 0.199 -0.052 -0.038 -0.064 -0.140 -0.001 -0.045 | -| phi_s | 0.099 0.002 -0.082 0.146 -0.026 -0.036 0.716 0.027 -0.005 1.000 -0.147 -0.000 -0.020 -0.018 -0.001 -0.013 0.025 -0.045 -0.042 0.096 -0.027 0.005 0.013 -0.000 | -| rho_p | -0.233 -0.014 0.182 -0.169 0.060 0.044 -0.135 -0.061 0.001 -0.147 1.000 0.005 0.020 0.071 0.002 0.030 0.333 0.057 0.057 -0.094 0.021 -0.022 -0.046 0.005 | -| DDstar_s | -0.009 0.037 -0.012 0.004 -0.006 -0.006 0.001 0.074 0.029 -0.000 0.005 1.000 0.039 0.062 -0.003 -0.005 0.003 -0.010 0.000 0.020 0.025 0.063 -0.000 0.051 | -| p3770_s | -0.023 -0.078 -0.011 -0.020 -0.071 0.086 -0.011 -0.071 -0.419 -0.020 0.020 0.039 1.000 0.048 0.036 0.014 0.002 -0.130 0.012 0.068 -0.013 -0.031 -0.003 -0.273 | -| DDstar_p | -0.166 0.038 -0.114 0.049 -0.197 -0.181 -0.005 -0.084 -0.135 -0.018 0.071 0.062 0.048 1.000 0.008 -0.015 0.039 -0.018 -0.099 0.292 -0.173 0.009 -0.005 0.150 | -| Dbar_s | -0.002 0.027 -0.005 -0.001 0.036 -0.005 0.001 0.068 0.036 -0.001 0.002 -0.003 0.036 0.008 1.000 -0.001 0.001 -0.004 -0.002 0.004 0.014 0.040 -0.000 0.060 | -| p4415_s | -0.054 -0.071 -0.044 0.001 0.049 0.216 -0.005 0.002 0.034 -0.013 0.030 -0.005 0.014 -0.015 -0.001 1.000 0.012 0.199 0.334 0.094 -0.155 -0.124 -0.002 -0.068 | -| omega_p | -0.134 -0.005 0.113 0.343 0.023 0.003 0.064 -0.009 -0.001 0.025 0.333 0.003 0.002 0.039 0.001 0.012 1.000 -0.006 0.005 0.042 -0.008 -0.008 0.407 0.006 | -| Ctt | 0.061 -0.327 0.064 -0.126 -0.362 0.335 -0.022 0.237 0.199 -0.045 0.057 -0.010 -0.130 -0.018 -0.004 0.199 -0.006 1.000 0.279 -0.656 0.025 -0.375 -0.009 -0.258 | -| p4160_s | -0.026 0.252 0.026 -0.073 -0.087 0.167 -0.022 -0.006 -0.052 -0.042 0.057 0.000 0.012 -0.099 -0.002 0.334 0.005 0.279 1.000 -0.162 -0.101 -0.152 -0.008 -0.079 | -| bplus_2 | -0.318 0.051 0.080 0.315 0.096 -0.147 0.063 -0.199 -0.038 0.096 -0.094 0.020 0.068 0.292 0.004 0.094 0.042 -0.656 -0.162 1.000 -0.226 0.020 0.017 0.096 | -| p4415_p | 0.023 0.180 0.081 -0.065 -0.098 -0.119 -0.016 -0.007 -0.064 -0.027 0.021 0.025 -0.013 -0.173 0.014 -0.155 -0.008 0.025 -0.101 -0.226 1.000 0.288 -0.005 0.007 | -| p4160_p | 0.028 0.328 0.022 0.006 0.008 -0.504 -0.000 -0.066 -0.140 0.005 -0.022 0.063 -0.031 0.009 0.040 -0.124 -0.008 -0.375 -0.152 0.020 0.288 1.000 0.001 0.172 | -| omega_s | 0.017 0.001 -0.014 0.038 -0.005 -0.006 -0.005 0.000 -0.001 0.013 -0.046 -0.000 -0.003 -0.005 -0.000 -0.002 0.407 -0.009 -0.008 0.017 -0.005 0.001 1.000 -0.001 | -| p3770_p | -0.008 0.157 -0.087 0.018 0.350 -0.158 0.001 0.023 -0.045 -0.000 0.005 0.051 -0.273 0.150 0.060 -0.068 0.006 -0.258 -0.079 0.096 0.007 0.172 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03980196879846243}), (, {'error': 0.21560240934513253}), (, {'error': 0.07218995214198021}), (, {'error': 0.32036091681421586}), (, {'error': 0.3537693849635657}), (, {'error': 0.1716429864842854}), (, {'error': 0.21784951203337144}), (, {'error': 0.024512646781230885}), (, {'error': 0.031305089316403745}), (, {'error': 1.2260112517233868}), (, {'error': 0.3920113604776052}), (, {'error': 0.03434063144376531}), (, {'error': 0.22712277035484796}), (, {'error': 0.34347134712482763}), (, {'error': 0.026593430519180172}), (, {'error': 0.19550003245677156}), (, {'error': 0.17281648772393465}), (, {'error': 0.21675817640543005}), (, {'error': 0.16819822717643063}), (, {'error': 0.11054386838831487}), (, {'error': 0.17820087070066792}), (, {'error': 0.09617072399567173}), (, {'error': 0.876461244171975}), (, {'error': 0.09734795247928929})]) -Toy 5/25 -Time taken: 24 min, 14 s -Projected time left: 1 h, 36 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1283 (1283 total) | -| EDM = 0.00139 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297213.0235460534 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.460 | 0.010 | | | -2 | 2 | | -| 1 | p4040_p | -3.19 | 0.17 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.894 | 0.021 | | | -2 | 2 | | -| 3 | rho_s | 1.31 | 0.30 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 3.5 | 1.5 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.18 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 0.89 | 0.14 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.623 | 0.028 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 5.97 | 0.25 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.47 | 0.30 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -0.17 | 0.77 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.22 | 0.34 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.37 | 0.17 | | |0.126447 | 2.35355 | | -| 16| omega_p | 6.28 | 0.24 | | |-6.28319 | 6.28319 | | -| 17| Ctt | 0.15 | 0.29 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.22 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.21 | 0.06 | | | -2 | 2 | | -| 20| p4415_p | 3.86 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.07 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 5.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.30 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.330 0.258 0.237 -0.636 0.300 -0.001 0.020 -0.305 -0.050 0.093 -0.481 -0.427 -0.529 -0.680 0.196 0.010 -0.609 -0.118 0.207 -0.148 -0.107 -0.079 0.381 | -| p4040_p | -0.330 1.000 -0.368 -0.112 0.508 -0.334 -0.004 0.237 0.249 0.011 -0.033 0.385 0.407 0.235 0.495 -0.034 -0.006 0.414 0.355 -0.224 0.265 0.198 0.040 -0.102 | -| bplus_1 | 0.258 -0.368 1.000 0.153 -0.690 0.324 -0.005 0.012 -0.331 -0.045 0.107 -0.518 -0.473 -0.579 -0.737 0.213 0.006 -0.662 -0.140 0.212 -0.170 -0.123 -0.049 0.405 | -| rho_s | 0.237 -0.112 0.153 1.000 -0.207 0.094 0.043 -0.006 -0.099 -0.049 0.224 -0.157 -0.145 -0.173 -0.218 0.055 0.042 -0.190 -0.044 0.092 -0.047 -0.035 -0.369 0.118 | -| Dbar_p | -0.636 0.508 -0.690 -0.207 1.000 -0.415 -0.006 0.064 0.485 0.045 -0.098 0.847 0.680 0.858 0.926 -0.180 -0.009 0.868 0.199 -0.471 0.161 0.143 0.074 -0.416 | -| p4040_s | 0.300 -0.334 0.324 0.094 -0.415 1.000 0.001 -0.005 -0.129 -0.024 0.050 -0.397 -0.188 -0.357 -0.386 0.138 0.004 -0.249 -0.256 0.180 -0.210 -0.335 -0.033 0.119 | -| phi_p | -0.001 -0.004 -0.005 0.043 -0.006 0.001 1.000 -0.004 0.000 0.430 -0.212 -0.006 -0.006 -0.014 -0.007 0.001 0.013 -0.007 -0.008 -0.040 -0.003 0.005 -0.088 0.009 | -| jpsi_p | 0.020 0.237 0.012 -0.006 0.064 -0.005 -0.004 1.000 0.235 -0.026 0.015 -0.097 0.187 -0.243 -0.014 -0.054 -0.000 -0.102 0.019 -0.104 0.232 0.353 -0.003 0.146 | -| psi2s_p | -0.305 0.249 -0.331 -0.099 0.485 -0.129 0.000 0.235 1.000 0.021 -0.048 0.349 0.205 0.261 0.449 -0.076 -0.005 0.492 0.079 -0.241 0.145 0.153 0.035 -0.160 | -| phi_s | -0.050 0.011 -0.045 -0.049 0.045 -0.024 0.430 -0.026 0.021 1.000 -0.112 0.040 0.020 0.031 0.048 -0.011 -0.003 0.035 -0.011 -0.123 -0.006 0.005 -0.009 -0.023 | -| rho_p | 0.093 -0.033 0.107 0.224 -0.098 0.050 -0.212 0.015 -0.048 -0.112 1.000 -0.089 -0.054 -0.079 -0.106 0.019 0.031 -0.075 0.011 0.235 0.009 -0.009 0.226 0.050 | -| DDstar_s | -0.481 0.385 -0.518 -0.157 0.847 -0.397 -0.006 -0.097 0.349 0.040 -0.089 1.000 0.571 0.773 0.865 -0.192 -0.007 0.789 0.133 -0.436 0.071 0.080 0.056 -0.398 | -| p3770_s | -0.427 0.407 -0.473 -0.145 0.680 -0.188 -0.006 0.187 0.205 0.020 -0.054 0.571 1.000 0.471 0.660 -0.111 -0.007 0.575 0.187 -0.333 0.192 0.166 0.051 -0.429 | -| DDstar_p | -0.529 0.235 -0.579 -0.173 0.858 -0.357 -0.014 -0.243 0.261 0.031 -0.079 0.773 0.471 1.000 0.787 -0.133 -0.007 0.756 0.114 -0.376 -0.074 -0.153 0.061 -0.455 | -| Dbar_s | -0.680 0.495 -0.737 -0.218 0.926 -0.386 -0.007 -0.014 0.449 0.048 -0.106 0.865 0.660 0.787 1.000 -0.172 -0.010 0.890 0.241 -0.467 0.177 0.101 0.078 -0.546 | -| p4415_s | 0.196 -0.034 0.213 0.055 -0.180 0.138 0.001 -0.054 -0.076 -0.011 0.019 -0.192 -0.111 -0.133 -0.172 1.000 0.003 -0.069 0.226 -0.004 -0.157 -0.067 -0.019 0.037 | -| omega_p | 0.010 -0.006 0.006 0.042 -0.009 0.004 0.013 -0.000 -0.005 -0.003 0.031 -0.007 -0.007 -0.007 -0.010 0.003 1.000 -0.009 -0.003 -0.000 -0.003 -0.002 -0.186 0.005 | -| Ctt | -0.609 0.414 -0.662 -0.190 0.868 -0.249 -0.007 -0.102 0.492 0.035 -0.075 0.789 0.575 0.756 0.890 -0.069 -0.009 1.000 0.281 -0.220 0.124 -0.017 0.067 -0.481 | -| p4160_s | -0.118 0.355 -0.140 -0.044 0.199 -0.256 -0.008 0.019 0.079 -0.011 0.011 0.133 0.187 0.114 0.241 0.226 -0.003 0.281 1.000 -0.047 -0.020 -0.024 0.017 -0.126 | -| bplus_2 | 0.207 -0.224 0.212 0.092 -0.471 0.180 -0.040 -0.104 -0.241 -0.123 0.235 -0.436 -0.333 -0.376 -0.467 -0.004 -0.000 -0.220 -0.047 1.000 0.016 -0.034 -0.024 0.244 | -| p4415_p | -0.148 0.265 -0.170 -0.047 0.161 -0.210 -0.003 0.232 0.145 -0.006 0.009 0.071 0.192 -0.074 0.177 -0.157 -0.003 0.124 -0.020 0.016 1.000 0.416 0.017 0.024 | -| p4160_p | -0.107 0.198 -0.123 -0.035 0.143 -0.335 0.005 0.353 0.153 0.005 -0.009 0.080 0.166 -0.153 0.101 -0.067 -0.002 -0.017 -0.024 -0.034 0.416 1.000 0.011 0.163 | -| omega_s | -0.079 0.040 -0.049 -0.369 0.074 -0.033 -0.088 -0.003 0.035 -0.009 0.226 0.056 0.051 0.061 0.078 -0.019 -0.186 0.067 0.017 -0.024 0.017 0.011 1.000 -0.044 | -| p3770_p | 0.381 -0.102 0.405 0.118 -0.416 0.119 0.009 0.146 -0.160 -0.023 0.050 -0.398 -0.429 -0.455 -0.546 0.037 0.005 -0.481 -0.126 0.244 0.024 0.163 -0.044 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.00983838328727793}), (, {'error': 0.17231430439354534}), (, {'error': 0.021044527227301435}), (, {'error': 0.30135875146570157}), (, {'error': 1.4777043592691967}), (, {'error': 0.1668894853276629}), (, {'error': 0.14414021370690833}), (, {'error': 0.027796368358804724}), (, {'error': 0.03463636437115003}), (, {'error': 0.8336870344958189}), (, {'error': 0.25058445989870837}), (, {'error': 0.5719821933545123}), (, {'error': 0.2952547202666367}), (, {'error': 0.7733621159061173}), (, {'error': 0.3370368654243502}), (, {'error': 0.1711746661405964}), (, {'error': 0.24317265062447735}), (, {'error': 0.2871816072816704}), (, {'error': 0.15024066583336082}), (, {'error': 0.06291464179095707}), (, {'error': 0.16020363728244646}), (, {'error': 0.10323634486921396}), (, {'error': 0.8749271591976928}), (, {'error': 0.13001285909928306})]) -Toy 6/25 -Time taken: 29 min, 22 s -Projected time left: 1 h, 32 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.978E+05 | Ncalls=596 (607 total) | -| EDM = 3.41E+05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297778.0594449358 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.457 | 0.019 | | | -2 | 2 | | -| 1 | p4040_p | -6.273 | 0.006 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.644 | 0.007 | | | -2 | 2 | | -| 3 | rho_s | 1.08 | 0.25 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -3.06 | 0.04 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.249 | 0.010 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 2.078 | 0.007 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.927 | 0.007 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 22.13 | 0.06 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 4 | 11 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.157 | 0.004 | | | -0.3 | 0.3 | | -| 12| p3770_s | 1.811 | 0.024 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 0.27 | 0.03 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -2.977E-1 | 0.006E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.010 | 0.019 | | |0.126447 | 2.35355 | | -| 16| omega_p | 5.52 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| Ctt | 0.477 | 0.022 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.741 | 0.021 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.498 | 0.030 | | | -2 | 2 | | -| 20| p4415_p | 4.91 | 0.04 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 3.709 | 0.016 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 4.223 | 0.009 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -1.91 | 0.05 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.013 0.953 0.993 0.035 0.032 -0.986 0.154 -0.138 0.213 0.995 -0.257 -0.170 0.180 0.057 -0.124 -0.970 -0.495 -0.192 0.934 -0.028 -0.202 -0.654 0.251 | -| p4040_p | 0.013 1.000 0.013 0.014 -0.001 -0.002 -0.013 0.002 -0.001 0.003 0.014 -0.003 -0.002 0.002 0.001 -0.002 -0.013 -0.006 -0.003 0.012 -0.000 -0.002 -0.009 0.003 | -| bplus_1 | 0.953 0.013 1.000 0.958 0.033 0.030 -0.951 0.153 -0.131 0.205 0.960 -0.245 -0.163 0.171 0.055 -0.118 -0.936 -0.477 -0.183 0.899 -0.028 -0.194 -0.631 0.239 | -| rho_s | 0.993 0.014 0.958 1.000 0.036 0.033 -0.989 0.151 -0.141 0.214 0.998 -0.261 -0.171 0.182 0.058 -0.126 -0.973 -0.499 -0.195 0.938 -0.028 -0.204 -0.656 0.254 | -| Dbar_p | 0.035 -0.001 0.033 0.036 1.000 0.003 -0.035 0.028 0.012 0.007 0.036 -0.008 0.004 0.007 -0.003 -0.004 -0.035 -0.011 -0.010 0.028 0.009 0.014 -0.024 0.004 | -| p4040_s | 0.032 -0.002 0.030 0.033 0.003 1.000 -0.032 0.004 -0.004 0.007 0.033 -0.006 -0.007 0.005 0.002 -0.002 -0.032 -0.021 -0.002 0.031 -0.000 -0.001 -0.021 0.010 | -| phi_p | -0.986 -0.013 -0.951 -0.989 -0.035 -0.032 1.000 -0.151 0.140 -0.212 -0.991 0.259 0.169 -0.181 -0.057 0.125 0.967 0.495 0.194 -0.932 0.028 0.203 0.652 -0.253 | -| jpsi_p | 0.154 0.002 0.153 0.151 0.028 0.004 -0.151 1.000 -0.012 0.033 0.152 -0.047 -0.026 0.042 0.011 -0.021 -0.148 -0.106 -0.031 0.151 -0.004 -0.033 -0.100 0.037 | -| psi2s_p | -0.138 -0.001 -0.131 -0.141 0.012 -0.004 0.140 -0.012 1.000 -0.031 -0.141 0.034 0.011 -0.015 -0.007 0.015 0.138 0.082 0.024 -0.132 0.004 0.022 0.093 -0.008 | -| phi_s | 0.213 0.003 0.205 0.214 0.007 0.007 -0.212 0.033 -0.031 1.000 0.215 -0.056 -0.037 0.039 0.012 -0.027 -0.210 -0.106 -0.042 0.201 -0.006 -0.044 -0.141 0.055 | -| rho_p | 0.995 0.014 0.960 0.998 0.036 0.033 -0.991 0.152 -0.141 0.215 1.000 -0.262 -0.171 0.183 0.058 -0.126 -0.975 -0.500 -0.195 0.941 -0.028 -0.205 -0.657 0.255 | -| DDstar_s | -0.257 -0.003 -0.245 -0.261 -0.008 -0.006 0.259 -0.047 0.034 -0.056 -0.262 1.000 0.045 -0.053 -0.014 0.029 0.255 0.129 0.046 -0.243 0.010 0.054 0.172 -0.061 | -| p3770_s | -0.170 -0.002 -0.163 -0.171 0.004 -0.007 0.169 -0.026 0.011 -0.037 -0.171 0.045 1.000 -0.028 -0.010 0.022 0.167 0.081 0.035 -0.158 0.005 0.035 0.112 -0.076 | -| DDstar_p | 0.180 0.002 0.171 0.182 0.007 0.005 -0.181 0.042 -0.015 0.039 0.183 -0.053 -0.028 1.000 0.010 -0.019 -0.178 -0.091 -0.032 0.168 0.000 -0.024 -0.120 0.039 | -| Dbar_s | 0.057 0.001 0.055 0.058 -0.003 0.002 -0.057 0.011 -0.007 0.012 0.058 -0.014 -0.010 0.010 1.000 -0.007 -0.056 -0.028 -0.011 0.053 -0.001 -0.011 -0.038 0.013 | -| p4415_s | -0.124 -0.002 -0.118 -0.126 -0.004 -0.002 0.125 -0.021 0.015 -0.027 -0.126 0.029 0.022 -0.019 -0.007 1.000 0.123 0.068 0.021 -0.118 -0.032 0.030 0.083 -0.031 | -| omega_p | -0.970 -0.013 -0.936 -0.973 -0.035 -0.032 0.967 -0.148 0.138 -0.210 -0.975 0.255 0.167 -0.178 -0.056 0.123 1.000 0.487 0.191 -0.917 0.027 0.200 0.642 -0.249 | -| Ctt | -0.495 -0.006 -0.477 -0.499 -0.011 -0.021 0.495 -0.106 0.082 -0.106 -0.500 0.129 0.081 -0.091 -0.028 0.068 0.487 1.000 0.107 -0.455 0.005 0.091 0.329 -0.125 | -| p4160_s | -0.192 -0.003 -0.183 -0.195 -0.010 -0.002 0.194 -0.031 0.024 -0.042 -0.195 0.046 0.035 -0.032 -0.011 0.021 0.191 0.107 1.000 -0.183 0.001 0.042 0.128 -0.050 | -| bplus_2 | 0.934 0.012 0.899 0.938 0.028 0.031 -0.932 0.151 -0.132 0.201 0.941 -0.243 -0.158 0.168 0.053 -0.118 -0.917 -0.455 -0.183 1.000 -0.022 -0.186 -0.618 0.236 | -| p4415_p | -0.028 -0.000 -0.028 -0.028 0.009 -0.000 0.028 -0.004 0.004 -0.006 -0.028 0.010 0.005 0.000 -0.001 -0.032 0.027 0.005 0.001 -0.022 1.000 0.003 0.018 -0.004 | -| p4160_p | -0.202 -0.002 -0.194 -0.204 0.014 -0.001 0.203 -0.033 0.022 -0.044 -0.205 0.054 0.035 -0.024 -0.011 0.030 0.200 0.091 0.042 -0.186 0.003 1.000 0.135 -0.042 | -| omega_s | -0.654 -0.009 -0.631 -0.656 -0.024 -0.021 0.652 -0.100 0.093 -0.141 -0.657 0.172 0.112 -0.120 -0.038 0.083 0.642 0.329 0.128 -0.618 0.018 0.135 1.000 -0.168 | -| p3770_p | 0.251 0.003 0.239 0.254 0.004 0.010 -0.253 0.037 -0.008 0.055 0.255 -0.061 -0.076 0.039 0.013 -0.031 -0.249 -0.125 -0.050 0.236 -0.004 -0.042 -0.168 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.019420876772693774}), (, {'error': 0.0059947186192270685}), (, {'error': 0.007498593005771603}), (, {'error': 0.25493859182009004}), (, {'error': 0.03626384969567931}), (, {'error': 0.010003700826530057}), (, {'error': 0.4436180377039012}), (, {'error': 0.007014502888498697}), (, {'error': 0.007428801888883285}), (, {'error': 0.06178822527640193}), (, {'error': 10.85808178864278}), (, {'error': 0.004031216912346314}), (, {'error': 0.02361137041663275}), (, {'error': 0.03455540993364048}), (, {'error': 0.0005980371728837031}), (, {'error': 0.018963788191446285}), (, {'error': 0.18289350134734672}), (, {'error': 0.022265137737392027}), (, {'error': 0.02109290464242397}), (, {'error': 0.030497185606835675}), (, {'error': 0.03617967146687384}), (, {'error': 0.015975561261838855}), (, {'error': 0.009323351136071967}), (, {'error': 0.04711043108640256})]) -Toy 7/25 -Time taken: 32 min, 54 s -Projected time left: 1 h, 24 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1291 (1291 total) | -| EDM = 0.000546 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297250.2392130223 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.387 | 0.013 | | | -2 | 2 | | -| 1 | p4040_p | 3.85 | 0.21 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.760 | 0.031 | | | -2 | 2 | | -| 3 | rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 1.2 | 1.4 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.91 | 0.23 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.4 | 2.1 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -1.1 | 0.9 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.09 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.36 | 0.24 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -0.03 | 0.68 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.20 | 0.38 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.52 | 0.18 | | |0.126447 | 2.35355 | | -| 16| omega_p | -5.73 | 0.21 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.22 | 0.25 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.49 | 0.19 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.26 | 0.06 | | | -2 | 2 | | -| 20| p4415_p | 3.77 | 0.16 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.06 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -3.1 | 0.3 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.203 0.482 -0.248 -0.783 0.566 -0.004 -0.645 -0.334 0.082 -0.282 0.304 -0.079 -0.573 -0.800 -0.057 -0.171 0.669 0.456 -0.342 0.302 -0.438 -0.021 -0.748 | -| p4040_p | -0.203 1.000 -0.213 0.049 0.230 -0.280 0.003 0.355 0.106 -0.022 0.081 -0.123 0.040 0.028 0.299 -0.029 0.044 -0.353 0.063 0.082 0.147 0.439 0.005 0.341 | -| bplus_1 | 0.482 -0.213 1.000 -0.151 -0.838 0.614 0.006 -0.671 -0.357 0.076 -0.265 0.322 -0.082 -0.611 -0.854 -0.065 -0.132 0.716 0.494 -0.342 0.334 -0.469 -0.014 -0.806 | -| rho_s | -0.248 0.049 -0.151 1.000 0.224 -0.182 0.302 0.172 0.098 0.236 -0.108 -0.080 0.000 0.151 0.229 0.019 0.442 -0.215 -0.161 0.283 -0.111 0.127 0.048 0.216 | -| Dbar_p | -0.783 0.230 -0.838 0.224 1.000 -0.704 0.008 0.721 0.353 -0.078 0.291 -0.451 0.027 0.576 0.918 -0.002 0.168 -0.822 -0.575 0.270 -0.345 0.548 0.020 0.882 | -| p4040_s | 0.566 -0.280 0.614 -0.182 -0.704 1.000 -0.018 -0.556 -0.309 0.042 -0.189 0.288 0.021 -0.586 -0.744 0.122 -0.123 0.690 0.487 -0.240 0.214 -0.607 -0.015 -0.695 | -| phi_p | -0.004 0.003 0.006 0.302 0.008 -0.018 1.000 -0.006 0.008 0.921 -0.233 -0.005 -0.006 -0.012 0.012 -0.000 0.127 -0.021 -0.023 0.114 -0.011 0.014 0.044 0.013 | -| jpsi_p | -0.645 0.355 -0.671 0.172 0.721 -0.556 -0.006 1.000 0.462 -0.078 0.236 -0.386 0.226 0.323 0.785 -0.052 0.132 -0.714 -0.470 0.326 -0.132 0.652 0.018 0.768 | -| psi2s_p | -0.334 0.106 -0.357 0.098 0.353 -0.309 0.008 0.462 1.000 -0.030 0.120 -0.213 -0.101 0.134 0.427 0.002 0.073 -0.211 -0.273 0.142 -0.081 0.328 0.009 0.413 | -| phi_s | 0.082 -0.022 0.076 0.236 -0.078 0.042 0.921 -0.078 -0.030 1.000 -0.243 0.030 -0.018 -0.075 -0.076 -0.004 0.099 0.044 0.023 0.116 0.016 -0.036 0.029 -0.070 | -| rho_p | -0.282 0.081 -0.265 -0.108 0.291 -0.189 -0.233 0.236 0.120 -0.243 1.000 -0.119 0.044 0.223 0.293 0.008 0.131 -0.198 -0.135 -0.150 -0.081 0.160 -0.002 0.272 | -| DDstar_s | 0.304 -0.123 0.322 -0.080 -0.451 0.288 -0.005 -0.386 -0.213 0.030 -0.119 1.000 -0.041 -0.242 -0.441 -0.013 -0.066 0.377 0.241 -0.097 0.106 -0.269 -0.007 -0.403 | -| p3770_s | -0.079 0.040 -0.082 0.000 0.027 0.021 -0.006 0.226 -0.101 -0.018 0.044 -0.041 1.000 -0.075 0.107 0.009 0.015 -0.091 -0.019 0.060 0.072 0.147 0.002 0.036 | -| DDstar_p | -0.573 0.028 -0.611 0.151 0.576 -0.586 -0.012 0.323 0.134 -0.075 0.223 -0.242 -0.075 1.000 0.727 0.010 0.117 -0.498 -0.484 0.186 -0.514 0.143 0.015 0.617 | -| Dbar_s | -0.800 0.299 -0.854 0.229 0.918 -0.744 0.012 0.785 0.427 -0.076 0.293 -0.441 0.107 0.727 1.000 -0.021 0.171 -0.794 -0.611 0.312 -0.357 0.599 0.020 0.941 | -| p4415_s | -0.057 -0.029 -0.065 0.019 -0.002 0.122 -0.000 -0.052 0.002 -0.004 0.008 -0.013 0.009 0.010 -0.021 1.000 0.009 0.128 0.241 0.105 -0.123 -0.077 0.001 -0.037 | -| omega_p | -0.171 0.044 -0.132 0.442 0.168 -0.123 0.127 0.132 0.073 0.099 0.131 -0.066 0.015 0.117 0.171 0.009 1.000 -0.137 -0.100 0.064 -0.063 0.097 -0.473 0.161 | -| Ctt | 0.669 -0.353 0.716 -0.215 -0.822 0.690 -0.021 -0.714 -0.211 0.044 -0.198 0.377 -0.091 -0.498 -0.794 0.128 -0.137 1.000 0.580 -0.541 0.260 -0.611 -0.016 -0.773 | -| p4160_s | 0.456 0.063 0.494 -0.161 -0.575 0.487 -0.023 -0.470 -0.273 0.023 -0.135 0.241 -0.019 -0.484 -0.611 0.241 -0.100 0.580 1.000 -0.245 0.176 -0.395 -0.012 -0.566 | -| bplus_2 | -0.342 0.082 -0.342 0.283 0.270 -0.240 0.114 0.326 0.142 0.116 -0.150 -0.097 0.060 0.186 0.312 0.105 0.064 -0.541 -0.245 1.000 -0.197 0.176 0.010 0.282 | -| p4415_p | 0.302 0.147 0.334 -0.111 -0.345 0.214 -0.011 -0.132 -0.081 0.016 -0.081 0.106 0.072 -0.514 -0.357 -0.123 -0.063 0.260 0.176 -0.197 1.000 0.122 -0.008 -0.282 | -| p4160_p | -0.438 0.439 -0.469 0.127 0.548 -0.607 0.014 0.652 0.328 -0.036 0.160 -0.269 0.147 0.143 0.599 -0.077 0.097 -0.611 -0.395 0.176 0.122 1.000 0.011 0.629 | -| omega_s | -0.021 0.005 -0.014 0.048 0.020 -0.015 0.044 0.018 0.009 0.029 -0.002 -0.007 0.002 0.015 0.020 0.001 -0.473 -0.016 -0.012 0.010 -0.008 0.011 1.000 0.019 | -| p3770_p | -0.748 0.341 -0.806 0.216 0.882 -0.695 0.013 0.768 0.413 -0.070 0.272 -0.403 0.036 0.617 0.941 -0.037 0.161 -0.773 -0.566 0.282 -0.282 0.629 0.019 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.013199344573334826}), (, {'error': 0.20802793879967751}), (, {'error': 0.03081776580564033}), (, {'error': 0.33393109794296355}), (, {'error': 1.3748145376548675}), (, {'error': 0.23208367157565363}), (, {'error': 0.4395743142725066}), (, {'error': 0.044041042285784204}), (, {'error': 0.03490299710138256}), (, {'error': 2.1303238518383285}), (, {'error': 0.851636173304485}), (, {'error': 0.09451960145385915}), (, {'error': 0.23618663851409738}), (, {'error': 0.6750152998042487}), (, {'error': 0.38394673275122926}), (, {'error': 0.17581728606752844}), (, {'error': 0.20671455170810216}), (, {'error': 0.2513972307674296}), (, {'error': 0.19362410643725125}), (, {'error': 0.06074196460125614}), (, {'error': 0.15934964494848902}), (, {'error': 0.12354665556590216}), (, {'error': 3.829673043255551}), (, {'error': 0.3321328437250384})]) -Toy 8/25 -Time taken: 38 min, 6 s -Projected time left: 1 h, 20 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1344 (1344 total) | -| EDM = 5.78E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297267.3149592266 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.450 | 0.019 | | | -2 | 2 | | -| 1 | p4040_p | 4.11 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.84 | 0.04 | | | -2 | 2 | | -| 3 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -1.08 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.02 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.28 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.642 | 0.027 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.903 | 0.032 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.31 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -1.10 | 0.32 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.92 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | 1.05 | 0.26 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.63 | 0.22 | | | -1.5 | 1.5 | | -| 18| p4160_s | 1.95 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.23 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -2.05 | 0.23 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.30 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.016 -0.831 0.262 0.028 0.028 0.013 -0.065 -0.006 -0.007 -0.007 0.001 0.050 0.007 0.001 0.019 0.155 0.001 0.040 0.014 0.021 0.010 -0.022 0.028 | -| p4040_p | 0.016 1.000 0.021 0.002 0.005 -0.241 -0.001 -0.047 -0.197 -0.001 0.002 0.024 -0.013 0.166 0.019 -0.026 0.000 -0.351 0.257 -0.097 0.153 0.286 0.001 0.212 | -| bplus_1 | -0.831 0.021 1.000 -0.168 0.197 -0.006 -0.001 0.114 0.062 0.015 -0.003 -0.008 0.094 0.364 -0.004 0.101 -0.103 -0.187 -0.011 -0.331 -0.113 0.014 0.016 0.138 | -| rho_s | 0.262 0.002 -0.168 1.000 0.047 0.025 0.043 -0.003 0.009 0.047 -0.231 -0.001 0.026 0.060 0.000 0.025 0.687 0.029 0.031 0.054 0.007 -0.001 -0.061 0.027 | -| Dbar_p | 0.028 0.005 0.197 0.047 1.000 -0.124 0.002 0.270 0.020 -0.004 -0.011 0.003 0.032 -0.081 0.017 0.003 0.028 -0.304 -0.096 -0.096 -0.077 0.058 -0.003 0.374 | -| p4040_s | 0.028 -0.241 -0.006 0.025 -0.124 1.000 -0.003 -0.054 -0.067 -0.021 -0.028 0.009 0.063 -0.128 0.002 0.192 0.017 0.337 0.110 0.121 -0.227 -0.551 0.003 -0.166 | -| phi_p | 0.013 -0.001 -0.001 0.043 0.002 -0.003 1.000 -0.029 -0.004 0.757 -0.068 0.000 -0.001 0.004 0.000 -0.000 0.052 -0.014 -0.003 -0.011 -0.004 -0.001 0.010 -0.002 | -| jpsi_p | -0.065 -0.047 0.114 -0.003 0.270 -0.054 -0.029 1.000 -0.002 -0.002 0.047 0.050 -0.001 0.246 0.040 -0.027 -0.007 0.200 -0.049 0.113 -0.009 0.016 -0.002 0.131 | -| psi2s_p | -0.006 -0.197 0.062 0.009 0.020 -0.067 -0.004 -0.002 1.000 -0.003 0.002 0.027 -0.430 0.042 0.026 0.008 0.004 0.150 -0.094 -0.027 -0.102 -0.113 0.000 0.078 | -| phi_s | -0.007 -0.001 0.015 0.047 -0.004 -0.021 0.757 -0.002 -0.003 1.000 -0.078 0.000 -0.010 0.010 -0.000 -0.006 0.035 -0.045 -0.025 -0.090 -0.020 0.002 0.000 0.002 | -| rho_p | -0.007 0.002 -0.003 -0.231 -0.011 -0.028 -0.068 0.047 0.002 -0.078 1.000 -0.000 -0.008 0.004 -0.001 -0.010 -0.002 -0.050 -0.033 -0.124 -0.023 0.007 -0.014 0.008 | -| DDstar_s | 0.001 0.024 -0.008 -0.001 0.003 0.009 0.000 0.050 0.027 0.000 -0.000 1.000 0.022 0.026 -0.001 0.001 0.000 0.001 0.009 0.009 0.023 0.032 -0.000 0.017 | -| p3770_s | 0.050 -0.013 0.094 0.026 0.032 0.063 -0.001 -0.001 -0.430 -0.010 -0.008 0.022 1.000 0.204 0.025 -0.004 0.016 -0.228 -0.009 -0.136 -0.011 0.039 0.000 -0.162 | -| DDstar_p | 0.007 0.166 0.364 0.060 -0.081 -0.128 0.004 0.246 0.042 0.010 0.004 0.026 0.204 1.000 -0.000 -0.058 0.033 -0.106 -0.085 -0.249 -0.003 0.235 -0.007 0.277 | -| Dbar_s | 0.001 0.019 -0.004 0.000 0.017 0.002 0.000 0.040 0.026 -0.000 -0.001 -0.001 0.025 -0.000 1.000 0.000 0.000 0.009 0.004 0.006 0.012 0.021 -0.000 0.025 | -| p4415_s | 0.019 -0.026 0.101 0.025 0.003 0.192 -0.000 -0.027 0.008 -0.006 -0.010 0.001 -0.004 -0.058 0.000 1.000 0.015 0.220 0.317 -0.044 -0.157 -0.083 -0.001 -0.082 | -| omega_p | 0.155 0.000 -0.103 0.687 0.028 0.017 0.052 -0.007 0.004 0.035 -0.002 0.000 0.016 0.033 0.000 0.015 1.000 0.024 0.022 0.046 0.007 -0.002 -0.252 0.015 | -| Ctt | 0.001 -0.351 -0.187 0.029 -0.304 0.337 -0.014 0.200 0.150 -0.045 -0.050 0.001 -0.228 -0.106 0.009 0.220 0.024 1.000 0.259 0.706 -0.047 -0.404 0.004 -0.239 | -| p4160_s | 0.040 0.257 -0.011 0.031 -0.096 0.110 -0.003 -0.049 -0.094 -0.025 -0.033 0.009 -0.009 -0.085 0.004 0.317 0.022 0.259 1.000 0.144 -0.206 -0.183 0.003 -0.082 | -| bplus_2 | 0.014 -0.097 -0.331 0.054 -0.096 0.121 -0.011 0.113 -0.027 -0.090 -0.124 0.009 -0.136 -0.249 0.006 -0.044 0.046 0.706 0.144 1.000 0.194 -0.084 0.016 -0.111 | -| p4415_p | 0.021 0.153 -0.113 0.007 -0.077 -0.227 -0.004 -0.009 -0.102 -0.020 -0.023 0.023 -0.011 -0.003 0.012 -0.157 0.007 -0.047 -0.206 0.194 1.000 0.293 0.004 0.063 | -| p4160_p | 0.010 0.286 0.014 -0.001 0.058 -0.551 -0.001 0.016 -0.113 0.002 0.007 0.032 0.039 0.235 0.021 -0.083 -0.002 -0.404 -0.183 -0.084 0.293 1.000 0.000 0.243 | -| omega_s | -0.022 0.001 0.016 -0.061 -0.003 0.003 0.010 -0.002 0.000 0.000 -0.014 -0.000 0.000 -0.007 -0.000 -0.001 -0.252 0.004 0.003 0.016 0.004 0.000 1.000 -0.003 | -| p3770_p | 0.028 0.212 0.138 0.027 0.374 -0.166 -0.002 0.131 0.078 0.002 0.008 0.017 -0.162 0.277 0.025 -0.082 0.015 -0.239 -0.082 -0.111 0.063 0.243 -0.003 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018553090652116522}), (, {'error': 0.18636888901566273}), (, {'error': 0.03852700787494878}), (, {'error': 0.39561573094166835}), (, {'error': 0.30128129016533567}), (, {'error': 0.16832277570146015}), (, {'error': 0.2921885666314932}), (, {'error': 0.027435154538385298}), (, {'error': 0.031580279894184216}), (, {'error': 1.1946523023354096}), (, {'error': 0.39660476035948466}), (, {'error': 0.019052791436666994}), (, {'error': 0.22520878692992907}), (, {'error': 0.31619798382805886}), (, {'error': 0.015732706807655206}), (, {'error': 0.19297874256447095}), (, {'error': 0.2550574223611126}), (, {'error': 0.2179034771842266}), (, {'error': 0.16782044552077613}), (, {'error': 0.08207573902879173}), (, {'error': 0.227318314095867}), (, {'error': 0.11528211595857307}), (, {'error': 0.8531692820561823}), (, {'error': 0.10258176822056342})]) -Toy 9/25 -Time taken: 43 min, 31 s -Projected time left: 1 h, 17 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1481 (1481 total) | -| EDM = 0.0011 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297215.2786270261 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.419 | 0.008 | | | -2 | 2 | | -| 1 | p4040_p | -2.7 | 0.3 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.785 | 0.018 | | | -2 | 2 | | -| 3 | rho_s | 1.06 | 0.28 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 4.50 | 0.23 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.40 | 0.13 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 1.00 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.62 | 0.07 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -0.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.28 | 0.32 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.4 | 0.4 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 4.42 | 0.27 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.30 | 0.56 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.08 | 0.21 | | |0.126447 | 2.35355 | | -| 16| omega_p | 0.64 | 0.21 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.10 | 0.12 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.35 | 0.13 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.29 | 0.05 | | | -2 | 2 | | -| 20| p4415_p | 4.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 3.94 | 0.30 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.41 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.718 0.518 0.230 0.103 0.231 0.077 0.737 0.652 0.080 -0.069 -0.763 0.694 -0.636 -0.682 -0.472 0.064 0.260 -0.027 -0.465 0.644 0.732 0.002 0.651 | -| p4040_p | 0.718 1.000 0.786 0.203 -0.050 0.201 0.106 0.904 0.784 0.117 -0.113 -0.944 0.838 -0.649 -0.843 -0.635 0.062 0.298 -0.002 -0.464 0.834 0.927 -0.007 0.806 | -| bplus_1 | 0.518 0.786 1.000 0.186 0.096 0.244 0.086 0.804 0.714 0.096 -0.074 -0.838 0.755 -0.687 -0.750 -0.525 0.057 0.286 -0.043 -0.495 0.706 0.803 -0.007 0.709 | -| rho_s | 0.230 0.203 0.186 1.000 0.027 0.060 0.054 0.204 0.184 -0.009 0.172 -0.217 0.193 -0.177 -0.194 -0.140 0.327 0.085 -0.014 -0.106 0.184 0.208 0.087 0.183 | -| Dbar_p | 0.103 -0.050 0.096 0.027 1.000 -0.050 -0.000 -0.029 -0.053 -0.006 0.007 0.005 -0.071 0.191 0.046 0.008 0.005 -0.233 -0.044 0.118 -0.049 -0.032 0.006 0.064 | -| p4040_s | 0.231 0.201 0.244 0.060 -0.050 1.000 0.024 0.253 0.209 0.019 -0.010 -0.259 0.278 -0.073 -0.251 -0.120 0.020 0.276 -0.013 -0.124 0.161 0.164 -0.001 0.193 | -| phi_p | 0.077 0.106 0.086 0.054 -0.000 0.024 1.000 0.105 0.096 0.327 -0.229 -0.114 0.100 -0.079 -0.102 -0.078 -0.005 0.044 -0.017 -0.097 0.095 0.109 0.061 0.096 | -| jpsi_p | 0.737 0.904 0.804 0.204 -0.029 0.253 0.105 1.000 0.825 0.112 -0.112 -0.954 0.865 -0.617 -0.845 -0.657 0.061 0.302 -0.095 -0.494 0.829 0.930 -0.004 0.789 | -| psi2s_p | 0.652 0.784 0.714 0.184 -0.053 0.209 0.096 0.825 1.000 0.107 -0.105 -0.850 0.699 -0.551 -0.750 -0.578 0.055 0.412 -0.103 -0.439 0.725 0.817 -0.006 0.717 | -| phi_s | 0.080 0.117 0.096 -0.009 -0.006 0.019 0.327 0.112 0.107 1.000 -0.096 -0.128 0.107 -0.090 -0.116 -0.091 0.013 0.046 -0.029 -0.146 0.104 0.122 -0.007 0.108 | -| rho_p | -0.069 -0.113 -0.074 0.172 0.007 -0.010 -0.229 -0.112 -0.105 -0.096 1.000 0.125 -0.102 0.092 0.115 0.089 0.006 -0.038 0.040 0.233 -0.095 -0.118 -0.069 -0.109 | -| DDstar_s | -0.763 -0.944 -0.838 -0.217 0.005 -0.259 -0.114 -0.954 -0.850 -0.128 0.125 1.000 -0.894 0.678 0.915 0.681 -0.066 -0.367 0.093 0.503 -0.865 -0.970 0.009 -0.830 | -| p3770_s | 0.694 0.838 0.755 0.193 -0.071 0.278 0.100 0.865 0.699 0.107 -0.102 -0.894 1.000 -0.615 -0.790 -0.605 0.059 0.307 -0.069 -0.446 0.777 0.867 -0.006 0.692 | -| DDstar_p | -0.636 -0.649 -0.687 -0.177 0.191 -0.073 -0.079 -0.617 -0.551 -0.090 0.092 0.678 -0.615 1.000 0.642 0.527 -0.049 -0.301 0.153 0.353 -0.566 -0.665 0.001 -0.604 | -| Dbar_s | -0.682 -0.843 -0.750 -0.194 0.046 -0.251 -0.102 -0.845 -0.750 -0.116 0.115 0.915 -0.790 0.642 1.000 0.612 -0.058 -0.332 0.068 0.453 -0.784 -0.870 0.007 -0.712 | -| p4415_s | -0.472 -0.635 -0.525 -0.140 0.008 -0.120 -0.078 -0.657 -0.578 -0.091 0.089 0.681 -0.605 0.527 0.612 1.000 -0.043 -0.126 0.203 0.302 -0.618 -0.649 0.007 -0.579 | -| omega_p | 0.064 0.062 0.057 0.327 0.005 0.020 -0.005 0.061 0.055 0.013 0.006 -0.066 0.059 -0.049 -0.058 -0.043 1.000 0.027 -0.002 -0.020 0.057 0.063 -0.572 0.054 | -| Ctt | 0.260 0.298 0.286 0.085 -0.233 0.276 0.044 0.302 0.412 0.046 -0.038 -0.367 0.307 -0.301 -0.332 -0.126 0.027 1.000 0.131 0.146 0.299 0.311 -0.001 0.285 | -| p4160_s | -0.027 -0.002 -0.043 -0.014 -0.044 -0.013 -0.017 -0.095 -0.103 -0.029 0.040 0.093 -0.069 0.153 0.068 0.203 -0.002 0.131 1.000 0.086 -0.161 -0.117 0.003 -0.087 | -| bplus_2 | -0.465 -0.464 -0.495 -0.106 0.118 -0.124 -0.097 -0.494 -0.439 -0.146 0.233 0.503 -0.446 0.353 0.453 0.302 -0.020 0.146 0.086 1.000 -0.379 -0.474 0.009 -0.393 | -| p4415_p | 0.644 0.834 0.706 0.184 -0.049 0.161 0.095 0.829 0.725 0.104 -0.095 -0.865 0.777 -0.566 -0.784 -0.618 0.057 0.299 -0.161 -0.379 1.000 0.862 -0.007 0.729 | -| p4160_p | 0.732 0.927 0.803 0.208 -0.032 0.164 0.109 0.930 0.817 0.122 -0.118 -0.970 0.867 -0.665 -0.870 -0.649 0.063 0.311 -0.117 -0.474 0.862 1.000 -0.008 0.820 | -| omega_s | 0.002 -0.007 -0.007 0.087 0.006 -0.001 0.061 -0.004 -0.006 -0.007 -0.069 0.009 -0.006 0.001 0.007 0.007 -0.572 -0.001 0.003 0.009 -0.007 -0.008 1.000 -0.006 | -| p3770_p | 0.651 0.806 0.709 0.183 0.064 0.193 0.096 0.789 0.717 0.108 -0.109 -0.830 0.692 -0.604 -0.712 -0.579 0.054 0.285 -0.087 -0.393 0.729 0.820 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.007847872505967413}), (, {'error': 0.33417105123877344}), (, {'error': 0.01761259736395726}), (, {'error': 0.2774641821403908}), (, {'error': 0.22574418257603046}), (, {'error': 0.13483112647179163}), (, {'error': 0.12671775556800524}), (, {'error': 0.07092801047802011}), (, {'error': 0.051543311047745455}), (, {'error': 0.7688425919922608}), (, {'error': 0.3179629874650072}), (, {'error': 0.32483793412507184}), (, {'error': 0.40980573526581043}), (, {'error': 0.27261602838672605}), (, {'error': 0.5568630813547363}), (, {'error': 0.21407399053875303}), (, {'error': 0.21290944626741082}), (, {'error': 0.11939884885962138}), (, {'error': 0.13265827482623682}), (, {'error': 0.04803879616174911}), (, {'error': 0.32749061553898606}), (, {'error': 0.3034415909919499}), (, {'error': 3.6137450789929106}), (, {'error': 0.18631143281365858})]) -Toy 10/25 -Time taken: 49 min, 22 s -Projected time left: 1 h, 14 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1233 (1233 total) | -| EDM = 9.8E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297274.77960049175 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.508 | 0.023 | | | -2 | 2 | | -| 1 | p4040_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -1.00 | 0.05 | | | -2 | 2 | | -| 3 | rho_s | 1.8 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -1.12 | 0.30 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.43 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.596 | 0.027 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.916 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.9 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -6.12 | 0.28 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.87 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | | -| 16| omega_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.43 | 0.21 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.38 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.024E-1 | 0.966E-1 | | | -2 | 2 | | -| 20| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.58 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.003 -0.866 0.110 0.043 0.007 -0.008 -0.007 0.003 -0.062 -0.208 -0.000 0.047 0.047 0.001 0.000 -0.179 -0.027 0.024 0.045 -0.000 0.019 -0.203 0.047 | -| p4040_p | 0.003 1.000 0.018 -0.021 0.044 -0.164 -0.001 0.000 -0.103 0.007 -0.042 0.007 -0.056 0.166 0.009 0.020 -0.024 -0.383 0.287 -0.140 -0.002 0.428 -0.025 0.206 | -| bplus_1 | -0.866 0.018 1.000 -0.064 0.168 -0.045 0.006 0.065 0.039 0.053 0.171 -0.007 0.073 0.303 -0.002 -0.006 0.146 -0.177 -0.039 -0.312 -0.000 0.059 0.164 0.111 | -| rho_s | 0.110 -0.021 -0.064 1.000 0.035 0.038 0.007 -0.055 0.005 0.051 0.346 -0.000 0.020 0.027 0.001 0.001 0.143 0.056 0.050 0.152 -0.001 -0.016 0.074 0.002 | -| Dbar_p | 0.043 0.044 0.168 0.035 1.000 -0.203 -0.001 0.248 -0.007 -0.012 -0.005 0.005 -0.006 -0.079 0.020 -0.004 -0.014 -0.328 -0.110 -0.080 0.002 0.105 -0.017 0.348 | -| p4040_s | 0.007 -0.164 -0.045 0.038 -0.203 1.000 0.002 -0.119 -0.183 -0.021 0.084 0.015 0.040 -0.119 0.006 -0.016 0.046 0.211 0.169 0.172 -0.003 -0.440 0.048 -0.095 | -| phi_p | -0.008 -0.001 0.006 0.007 -0.001 0.002 1.000 -0.001 0.000 -0.167 0.021 -0.000 0.000 -0.003 -0.000 0.000 0.026 0.003 0.002 0.007 -0.000 -0.001 0.029 -0.002 | -| jpsi_p | -0.007 0.000 0.065 -0.055 0.248 -0.119 -0.001 1.000 -0.006 -0.004 -0.183 0.050 -0.013 0.260 0.041 0.001 -0.145 0.166 -0.051 0.038 0.002 0.053 -0.151 0.119 | -| psi2s_p | 0.003 -0.103 0.039 0.005 -0.007 -0.183 0.000 -0.006 1.000 -0.006 -0.014 0.027 -0.443 0.053 0.026 -0.007 -0.016 0.167 -0.112 -0.005 0.002 -0.078 -0.017 0.052 | -| phi_s | -0.062 0.007 0.053 0.051 -0.012 -0.021 -0.167 -0.004 -0.006 1.000 0.179 -0.000 -0.015 -0.002 -0.000 -0.001 0.177 -0.027 -0.025 -0.067 0.000 0.003 0.189 -0.003 | -| rho_p | -0.208 -0.042 0.171 0.346 -0.005 0.084 0.021 -0.183 -0.014 0.179 1.000 0.002 0.004 -0.067 0.002 0.004 0.649 0.134 0.092 0.308 -0.002 -0.057 0.741 -0.056 | -| DDstar_s | -0.000 0.007 -0.007 -0.000 0.005 0.015 -0.000 0.050 0.027 -0.000 0.002 1.000 0.022 0.026 -0.001 0.002 0.002 0.001 0.011 0.008 -0.000 0.034 0.002 0.015 | -| p3770_s | 0.047 -0.056 0.073 0.020 -0.006 0.040 0.000 -0.013 -0.443 -0.015 0.004 0.022 1.000 0.195 0.025 0.000 -0.006 -0.210 0.000 -0.115 0.001 0.045 -0.008 -0.180 | -| DDstar_p | 0.047 0.166 0.303 0.027 -0.079 -0.119 -0.003 0.260 0.053 -0.002 -0.067 0.026 0.195 1.000 -0.001 0.006 -0.055 -0.092 -0.044 -0.248 0.003 0.306 -0.061 0.266 | -| Dbar_s | 0.001 0.009 -0.002 0.001 0.020 0.006 -0.000 0.041 0.026 -0.000 0.002 -0.001 0.025 -0.001 1.000 0.001 0.001 0.008 0.004 0.005 -0.000 0.023 0.001 0.025 | -| p4415_s | 0.000 0.020 -0.006 0.001 -0.004 -0.016 0.000 0.001 -0.007 -0.001 0.004 0.002 0.000 0.006 0.001 1.000 0.002 -0.010 -0.019 0.012 -0.025 0.027 0.002 0.008 | -| omega_p | -0.179 -0.024 0.146 0.143 -0.014 0.046 0.026 -0.145 -0.016 0.177 0.649 0.002 -0.006 -0.055 0.001 0.002 1.000 0.069 0.048 0.168 -0.001 -0.038 0.929 -0.044 | -| Ctt | -0.027 -0.383 -0.177 0.056 -0.328 0.211 0.003 0.166 0.167 -0.027 0.134 0.001 -0.210 -0.092 0.008 -0.010 0.069 1.000 0.210 0.730 -0.006 -0.449 0.073 -0.243 | -| p4160_s | 0.024 0.287 -0.039 0.050 -0.110 0.169 0.002 -0.051 -0.112 -0.025 0.092 0.011 0.000 -0.044 0.004 -0.019 0.048 0.210 1.000 0.228 -0.006 -0.100 0.049 -0.035 | -| bplus_2 | 0.045 -0.140 -0.312 0.152 -0.080 0.172 0.007 0.038 -0.005 -0.067 0.308 0.008 -0.115 -0.248 0.005 0.012 0.168 0.730 0.228 1.000 -0.003 -0.181 0.174 -0.132 | -| p4415_p | -0.000 -0.002 -0.000 -0.001 0.002 -0.003 -0.000 0.002 0.002 0.000 -0.002 -0.000 0.001 0.003 -0.000 -0.025 -0.001 -0.006 -0.006 -0.003 1.000 -0.003 -0.001 0.002 | -| p4160_p | 0.019 0.428 0.059 -0.016 0.105 -0.440 -0.001 0.053 -0.078 0.003 -0.057 0.034 0.045 0.306 0.023 0.027 -0.038 -0.449 -0.100 -0.181 -0.003 1.000 -0.040 0.264 | -| omega_s | -0.203 -0.025 0.164 0.074 -0.017 0.048 0.029 -0.151 -0.017 0.189 0.741 0.002 -0.008 -0.061 0.001 0.002 0.929 0.073 0.049 0.174 -0.001 -0.040 1.000 -0.048 | -| p3770_p | 0.047 0.206 0.111 0.002 0.348 -0.095 -0.002 0.119 0.052 -0.003 -0.056 0.015 -0.180 0.266 0.025 0.008 -0.044 -0.243 -0.035 -0.132 0.002 0.264 -0.048 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.022925115263410012}), (, {'error': 0.4368225185193704}), (, {'error': 0.04822895713919917}), (, {'error': 0.3321502982199791}), (, {'error': 0.30418593335287536}), (, {'error': 0.16406806711955493}), (, {'error': 0.11693193564390203}), (, {'error': 0.027156113997015563}), (, {'error': 0.0313572195619054}), (, {'error': 0.7986700423754414}), (, {'error': 0.28035185587477507}), (, {'error': 0.0191464163952621}), (, {'error': 0.2341609348733451}), (, {'error': 0.3182039229685296}), (, {'error': 0.016246537877684986}), (, {'error': 0.04117542270774596}), (, {'error': 0.6480143716727826}), (, {'error': 0.20807081734074628}), (, {'error': 0.15254696195669193}), (, {'error': 0.09660083134607722}), (, {'error': 0.13179041567237126}), (, {'error': 0.09894662437896518}), (, {'error': 3.7649314953810773}), (, {'error': 0.11093118863263518})]) -Toy 11/25 -Time taken: 54 min, 32 s -Projected time left: 1 h, 9 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1336 (1336 total) | -| EDM = 0.00018 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297209.0922509864 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.430 | 0.018 | | | -2 | 2 | | -| 1 | p4040_p | 4.31 | 0.23 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.78 | 0.04 | | | -2 | 2 | | -| 3 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 1.96 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 0.12 | 0.67 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 4.731 | 0.025 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.912 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.2 | 2.4 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -5.94 | 0.21 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.68 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.29 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.09 | 0.21 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.19 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.13 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -1.71 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -1.90 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 7.4 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.70 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.008 -0.869 0.176 0.030 0.027 -0.008 -0.071 -0.004 -0.019 -0.193 -0.003 0.050 0.001 0.001 0.028 0.001 -0.006 0.043 0.047 0.011 0.005 -0.120 0.033 | -| p4040_p | 0.008 1.000 -0.063 -0.011 -0.036 -0.217 -0.007 -0.074 -0.197 -0.007 0.003 -0.019 -0.082 0.023 0.018 0.006 0.000 -0.320 0.275 -0.031 0.190 0.315 0.003 0.166 | -| bplus_1 | -0.869 -0.063 1.000 -0.116 0.251 0.022 0.007 0.017 0.022 0.016 0.165 -0.197 0.009 -0.004 0.002 0.099 -0.001 -0.159 0.011 -0.290 -0.150 -0.092 0.096 0.058 | -| rho_s | 0.176 -0.011 -0.116 1.000 0.048 0.043 0.034 -0.056 0.004 0.039 0.209 -0.019 0.022 -0.000 0.001 0.037 0.005 0.060 0.053 0.155 0.015 -0.016 -0.145 0.004 | -| Dbar_p | 0.030 -0.036 0.251 0.048 1.000 -0.144 -0.004 0.242 -0.024 -0.008 -0.015 0.058 -0.013 0.007 0.024 -0.008 0.000 -0.324 -0.087 -0.085 -0.093 0.017 -0.020 0.381 | -| p4040_s | 0.027 -0.217 0.022 0.043 -0.144 1.000 -0.008 -0.050 -0.064 -0.016 0.036 0.083 0.099 0.008 -0.001 0.149 0.000 0.331 0.133 0.120 -0.226 -0.521 -0.005 -0.136 | -| phi_p | -0.008 -0.007 0.007 0.034 -0.004 -0.008 1.000 -0.063 -0.013 0.950 0.113 0.002 -0.013 0.001 0.001 -0.004 -0.011 -0.011 -0.009 -0.025 -0.010 -0.009 -0.074 -0.010 | -| jpsi_p | -0.071 -0.074 0.017 -0.056 0.242 -0.050 -0.063 1.000 -0.032 -0.052 -0.094 0.036 -0.057 0.063 0.050 -0.027 0.003 0.182 -0.041 0.120 -0.003 -0.036 -0.015 0.031 | -| psi2s_p | -0.004 -0.197 0.022 0.004 -0.024 -0.064 -0.013 -0.032 1.000 -0.014 -0.005 0.050 -0.437 0.030 0.028 -0.001 0.000 0.197 -0.074 0.013 -0.093 -0.140 -0.003 0.008 | -| phi_s | -0.019 -0.007 0.016 0.039 -0.008 -0.016 0.950 -0.052 -0.014 1.000 0.135 0.001 -0.018 0.001 0.001 -0.009 -0.012 -0.023 -0.019 -0.057 -0.016 -0.009 -0.050 -0.009 | -| rho_p | -0.193 0.003 0.165 0.209 -0.015 0.036 0.113 -0.094 -0.005 0.135 1.000 0.026 0.012 0.001 0.001 0.012 -0.007 0.076 0.041 0.193 0.040 0.001 0.487 -0.027 | -| DDstar_s | -0.003 -0.019 -0.197 -0.019 0.058 0.083 0.002 0.036 0.050 0.001 0.026 1.000 -0.036 0.025 -0.003 0.033 -0.000 0.042 0.049 0.123 0.058 -0.012 0.012 -0.085 | -| p3770_s | 0.050 -0.082 0.009 0.022 -0.013 0.099 -0.013 -0.057 -0.437 -0.018 0.012 -0.036 1.000 0.025 0.026 0.020 0.000 -0.129 0.025 -0.033 -0.013 -0.038 -0.006 -0.254 | -| DDstar_p | 0.001 0.023 -0.004 -0.000 0.007 0.008 0.001 0.063 0.030 0.001 0.001 0.025 0.025 1.000 -0.001 0.001 -0.000 -0.002 0.007 0.004 0.031 0.042 -0.000 0.026 | -| Dbar_s | 0.001 0.018 0.002 0.001 0.024 -0.001 0.001 0.050 0.028 0.001 0.001 -0.003 0.026 -0.001 1.000 -0.000 -0.000 0.003 0.001 0.001 0.013 0.026 -0.000 0.038 | -| p4415_s | 0.028 0.006 0.099 0.037 -0.008 0.149 -0.004 -0.027 -0.001 -0.009 0.012 0.033 0.020 0.001 -0.000 1.000 0.000 0.226 0.277 0.012 -0.118 0.000 -0.009 -0.061 | -| omega_p | 0.001 0.000 -0.001 0.005 0.000 0.000 -0.011 0.003 0.000 -0.012 -0.007 -0.000 0.000 -0.000 -0.000 0.000 1.000 0.000 -0.000 -0.000 0.000 0.000 -0.064 0.000 | -| Ctt | -0.006 -0.320 -0.159 0.060 -0.324 0.331 -0.011 0.182 0.197 -0.023 0.076 0.042 -0.129 -0.002 0.003 0.226 0.000 1.000 0.266 0.689 -0.075 -0.369 -0.001 -0.260 | -| p4160_s | 0.043 0.275 0.011 0.053 -0.087 0.133 -0.009 -0.041 -0.074 -0.019 0.041 0.049 0.025 0.007 0.001 0.277 -0.000 0.266 1.000 0.164 -0.223 -0.133 -0.007 -0.060 | -| bplus_2 | 0.047 -0.031 -0.290 0.155 -0.085 0.120 -0.025 0.120 0.013 -0.057 0.193 0.123 -0.033 0.004 0.001 0.012 -0.000 0.689 0.164 1.000 0.214 -0.006 0.002 -0.064 | -| p4415_p | 0.011 0.190 -0.150 0.015 -0.093 -0.226 -0.010 -0.003 -0.093 -0.016 0.040 0.058 -0.013 0.031 0.013 -0.118 0.000 -0.075 -0.223 0.214 1.000 0.312 0.005 0.074 | -| p4160_p | 0.005 0.315 -0.092 -0.016 0.017 -0.521 -0.009 -0.036 -0.140 -0.009 0.001 -0.012 -0.038 0.042 0.026 0.000 0.000 -0.369 -0.133 -0.006 0.312 1.000 0.004 0.184 | -| omega_s | -0.120 0.003 0.096 -0.145 -0.020 -0.005 -0.074 -0.015 -0.003 -0.050 0.487 0.012 -0.006 -0.000 -0.000 -0.009 -0.064 -0.001 -0.007 0.002 0.005 0.004 1.000 -0.011 | -| p3770_p | 0.033 0.166 0.058 0.004 0.381 -0.136 -0.010 0.031 0.008 -0.009 -0.027 -0.085 -0.254 0.026 0.038 -0.061 0.000 -0.260 -0.060 -0.064 0.074 0.184 -0.011 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.018430077676909296}), (, {'error': 0.2319033157528363}), (, {'error': 0.03536436801581966}), (, {'error': 0.3545766841661778}), (, {'error': 0.3097502770246634}), (, {'error': 0.17275934394582804}), (, {'error': 0.6673675893756958}), (, {'error': 0.025009582590403312}), (, {'error': 0.030919564024874724}), (, {'error': 2.3712633362442865}), (, {'error': 0.2112164920236852}), (, {'error': 0.13332514216973154}), (, {'error': 0.2252279464282787}), (, {'error': 0.07713203633243992}), (, {'error': 0.017354824034183536}), (, {'error': 0.1920465383665162}), (, {'error': 0.07454650843414257}), (, {'error': 0.20882661464493224}), (, {'error': 0.17088409501289914}), (, {'error': 0.07965851580913574}), (, {'error': 0.17064893784892865}), (, {'error': 0.10404481936465482}), (, {'error': 0.8895277914157909}), (, {'error': 0.0886693616297638})]) -Toy 12/25 -Time taken: 1 h, 2 s -Projected time left: 1 h, 5 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1473 (1473 total) | -| EDM = 8.58E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297091.84283692105 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.56 | 0.04 | | | -2 | 2 | | -| 1 | p4040_p | -2.88 | 0.29 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 1.09 | 0.07 | | | -2 | 2 | | -| 3 | rho_s | 1.78 | 0.30 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 2.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.74 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.60 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.60 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.0 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 5.85 | 0.23 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.21 | 0.26 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -3.0 | 0.8 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.49 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | 1.22 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.22 | 0.19 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.59 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.08 | 0.11 | | | -2 | 2 | | -| 20| p4415_p | -2.38 | 0.20 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 3.92 | 0.13 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.90 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.094 -0.890 -0.239 -0.229 -0.018 -0.028 0.025 0.050 0.069 -0.022 -0.102 0.038 -0.206 -0.036 -0.096 -0.145 0.056 -0.001 -0.124 0.142 0.134 0.010 -0.036 | -| p4040_p | 0.094 1.000 0.062 -0.041 -0.064 -0.130 0.006 0.417 0.104 0.009 -0.001 -0.125 0.176 -0.547 -0.024 -0.007 -0.020 -0.218 0.374 -0.080 0.444 0.451 0.002 0.184 | -| bplus_1 | -0.890 0.062 1.000 0.187 -0.087 0.017 0.021 0.066 0.027 -0.054 -0.007 -0.053 0.012 -0.104 -0.014 -0.048 0.117 0.045 0.018 -0.114 0.092 0.057 -0.010 -0.063 | -| rho_s | -0.239 -0.041 0.187 1.000 0.087 -0.001 -0.008 -0.015 -0.018 0.008 0.179 0.041 -0.021 0.072 0.013 0.033 0.617 -0.043 -0.014 0.091 -0.059 -0.047 -0.062 0.019 | -| Dbar_p | -0.229 -0.064 -0.087 0.087 1.000 -0.181 0.016 0.224 0.066 -0.024 0.030 -0.006 0.067 0.238 0.121 0.042 0.054 -0.393 -0.147 0.283 -0.119 0.098 -0.004 0.537 | -| p4040_s | -0.018 -0.130 0.017 -0.001 -0.181 1.000 0.004 -0.019 0.076 -0.012 0.028 -0.051 0.142 -0.083 -0.062 0.140 0.002 0.348 0.007 -0.053 -0.131 -0.318 0.002 -0.165 | -| phi_p | -0.028 0.006 0.021 -0.008 0.016 0.004 1.000 0.008 0.006 0.412 0.074 0.000 0.007 -0.005 0.001 0.003 0.008 -0.002 0.007 -0.019 0.007 0.006 0.021 0.005 | -| jpsi_p | 0.025 0.417 0.066 -0.015 0.224 -0.019 0.008 1.000 0.395 0.012 -0.028 -0.185 0.388 -0.714 -0.042 -0.105 -0.005 -0.424 0.043 0.132 0.514 0.640 0.002 0.263 | -| psi2s_p | 0.050 0.104 0.027 -0.018 0.066 0.076 0.006 0.395 1.000 0.008 -0.005 -0.116 -0.081 -0.439 0.002 -0.008 -0.007 0.108 0.031 -0.054 0.255 0.279 0.000 0.124 | -| phi_s | 0.069 0.009 -0.054 0.008 -0.024 -0.012 0.412 0.012 0.008 1.000 0.067 -0.013 -0.001 -0.045 -0.004 -0.014 -0.019 -0.050 -0.023 0.096 0.014 0.026 -0.003 -0.003 | -| rho_p | -0.022 -0.001 -0.007 0.179 0.030 0.028 0.074 -0.028 -0.005 0.067 1.000 0.011 0.010 0.050 0.003 0.016 0.078 0.106 0.053 -0.250 0.002 -0.029 -0.023 -0.000 | -| DDstar_s | -0.102 -0.125 -0.053 0.041 -0.006 -0.051 0.000 -0.185 -0.116 -0.013 0.011 1.000 -0.069 0.246 0.059 0.028 0.023 0.029 -0.047 0.104 -0.178 -0.147 -0.001 0.014 | -| p3770_s | 0.038 0.176 0.012 -0.021 0.067 0.142 0.007 0.388 -0.081 -0.001 0.010 -0.069 1.000 -0.388 0.034 -0.009 -0.007 -0.179 0.084 0.019 0.266 0.285 0.002 -0.066 | -| DDstar_p | -0.206 -0.547 -0.104 0.072 0.238 -0.083 -0.005 -0.714 -0.439 -0.045 0.050 0.246 -0.388 1.000 0.237 0.124 0.040 0.132 -0.171 0.114 -0.695 -0.713 0.002 -0.068 | -| Dbar_s | -0.036 -0.024 -0.014 0.013 0.121 -0.062 0.001 -0.042 0.002 -0.004 0.003 0.059 0.034 0.237 1.000 -0.002 0.007 0.074 -0.047 0.056 -0.088 -0.050 -0.000 0.073 | -| p4415_s | -0.096 -0.007 -0.048 0.033 0.042 0.140 0.003 -0.105 -0.008 -0.014 0.016 0.028 -0.009 0.124 -0.002 1.000 0.020 0.199 0.294 0.135 -0.211 -0.123 -0.001 -0.050 | -| omega_p | -0.145 -0.020 0.117 0.617 0.054 0.002 0.008 -0.005 -0.007 -0.019 0.078 0.023 -0.007 0.040 0.007 0.020 1.000 -0.013 -0.002 0.030 -0.029 -0.024 -0.358 0.014 | -| Ctt | 0.056 -0.218 0.045 -0.043 -0.393 0.348 -0.002 -0.424 0.108 -0.050 0.106 0.029 -0.179 0.132 0.074 0.199 -0.013 1.000 0.236 -0.646 -0.155 -0.391 0.010 -0.298 | -| p4160_s | -0.001 0.374 0.018 -0.014 -0.147 0.007 0.007 0.043 0.031 -0.023 0.053 -0.047 0.084 -0.171 -0.047 0.294 -0.002 0.236 1.000 -0.124 -0.021 -0.011 0.005 -0.046 | -| bplus_2 | -0.124 -0.080 -0.114 0.091 0.283 -0.053 -0.019 0.132 -0.054 0.096 -0.250 0.104 0.019 0.114 0.056 0.135 0.030 -0.646 -0.124 1.000 -0.194 -0.052 -0.024 0.094 | -| p4415_p | 0.142 0.444 0.092 -0.059 -0.119 -0.131 0.007 0.514 0.255 0.014 0.002 -0.178 0.266 -0.695 -0.088 -0.211 -0.029 -0.155 -0.021 -0.194 1.000 0.655 0.003 0.139 | -| p4160_p | 0.134 0.451 0.057 -0.047 0.098 -0.318 0.006 0.640 0.279 0.026 -0.029 -0.147 0.285 -0.713 -0.050 -0.123 -0.024 -0.391 -0.011 -0.052 0.655 1.000 -0.000 0.292 | -| omega_s | 0.010 0.002 -0.010 -0.062 -0.004 0.002 0.021 0.002 0.000 -0.003 -0.023 -0.001 0.002 0.002 -0.000 -0.001 -0.358 0.010 0.005 -0.024 0.003 -0.000 1.000 -0.001 | -| p3770_p | -0.036 0.184 -0.063 0.019 0.537 -0.165 0.005 0.263 0.124 -0.003 -0.000 0.014 -0.066 -0.068 0.073 -0.050 0.014 -0.298 -0.046 0.094 0.139 0.292 -0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03983413237320432}), (, {'error': 0.2858191429051453}), (, {'error': 0.07424281960474044}), (, {'error': 0.30439934841124516}), (, {'error': 0.5309213338030698}), (, {'error': 0.1803191871721619}), (, {'error': 0.17489002492582362}), (, {'error': 0.04063489448864388}), (, {'error': 0.03593139389165412}), (, {'error': 0.8995414902859418}), (, {'error': 0.22789444713804308}), (, {'error': 0.09936576283550225}), (, {'error': 0.25676268824027526}), (, {'error': 0.8201116380713436}), (, {'error': 0.3733583300170792}), (, {'error': 0.1930365314639928}), (, {'error': 0.18277002498479478}), (, {'error': 0.1937914663236805}), (, {'error': 0.17093064721634832}), (, {'error': 0.10603758085064285}), (, {'error': 0.19672212883387408}), (, {'error': 0.13433342535499815}), (, {'error': 3.5189062498369994}), (, {'error': 0.1493059502246057})]) -Toy 13/25 -Time taken: 1 h, 6 min -Projected time left: 1 h, 48 s -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=742 (742 total) | -| EDM = 3.59E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297346.93795427395 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.406 | 0.030 | | | -2 | 2 | | -| 1 | p4040_p | 3.10 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.73 | 0.06 | | | -2 | 2 | | -| 3 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -1.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.22 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.58 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.725 | 0.027 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 5.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.31 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.300 | 0.024 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.46 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | 0.82 | 0.29 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -1.06 | 0.20 | | | -1.5 | 1.5 | | -| 18| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.43 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 8.1 | 1.6 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.40 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.068 -0.949 -0.421 0.010 0.014 -0.049 -0.166 -0.019 0.107 -0.092 0.003 -0.005 -0.029 0.009 -0.043 -0.119 0.051 -0.000 -0.280 -0.024 0.002 0.047 0.075 | -| p4040_p | -0.068 1.000 0.158 -0.011 0.268 -0.233 0.006 0.173 -0.057 -0.018 0.026 -0.010 0.159 0.296 -0.006 0.134 -0.003 0.013 -0.002 -0.058 -0.001 -0.005 -0.007 0.068 | -| bplus_1 | -0.949 0.158 1.000 0.382 0.113 -0.064 0.041 0.198 0.080 -0.099 0.064 0.016 0.029 0.213 0.006 0.059 0.109 0.057 0.004 0.135 0.125 -0.003 -0.041 -0.073 | -| rho_s | -0.421 -0.011 0.382 1.000 -0.022 -0.008 -0.003 0.045 -0.010 -0.047 0.098 -0.005 -0.019 -0.034 -0.004 -0.010 0.394 -0.057 -0.001 0.212 -0.016 -0.000 -0.014 -0.020 | -| Dbar_p | 0.010 0.268 0.113 -0.022 1.000 -0.116 -0.007 0.121 0.230 0.024 -0.050 -0.013 0.247 -0.163 0.022 0.064 -0.006 0.365 0.005 0.018 0.100 -0.004 0.010 -0.124 | -| p4040_s | 0.014 -0.233 -0.064 -0.008 -0.116 1.000 0.007 -0.147 0.112 -0.026 0.057 0.013 0.017 -0.061 0.013 -0.030 0.001 0.361 -0.011 -0.169 -0.194 0.008 -0.008 -0.164 | -| phi_p | -0.049 0.006 0.041 -0.003 -0.007 0.007 1.000 0.003 0.001 0.420 0.093 -0.001 0.000 -0.000 -0.002 0.012 -0.021 0.006 -0.000 -0.019 0.002 -0.000 -0.051 -0.011 | -| jpsi_p | -0.166 0.173 0.198 0.045 0.121 -0.147 0.003 1.000 0.094 -0.018 -0.007 -0.025 0.143 0.417 -0.053 -0.048 0.002 -0.363 0.008 0.284 0.091 -0.002 -0.018 -0.014 | -| psi2s_p | -0.019 -0.057 0.080 -0.010 0.230 0.112 0.001 0.094 1.000 -0.009 0.011 -0.008 -0.384 0.161 -0.012 0.036 -0.003 0.316 -0.001 -0.098 -0.025 -0.000 -0.004 0.020 | -| phi_s | 0.107 -0.018 -0.099 -0.047 0.024 -0.026 0.420 -0.018 -0.009 1.000 0.055 0.001 -0.006 0.012 0.003 -0.038 -0.013 -0.048 0.000 0.079 -0.006 0.000 0.015 0.016 | -| rho_p | -0.092 0.026 0.064 0.098 -0.050 0.057 0.093 -0.007 0.011 0.055 1.000 -0.003 0.003 -0.031 -0.007 0.075 0.073 0.093 -0.001 -0.222 0.011 -0.001 -0.042 -0.038 | -| DDstar_s | 0.003 -0.010 0.016 -0.005 -0.013 0.013 -0.001 -0.025 -0.008 0.001 -0.003 1.000 -0.021 0.013 -0.002 0.012 -0.002 0.004 -0.001 -0.019 -0.002 -0.000 0.001 -0.028 | -| p3770_s | -0.005 0.159 0.029 -0.019 0.247 0.017 0.000 0.143 -0.384 -0.006 0.003 -0.021 1.000 0.053 -0.020 0.027 -0.007 -0.106 0.003 0.058 0.040 -0.002 -0.003 -0.220 | -| DDstar_p | -0.029 0.296 0.213 -0.034 -0.163 -0.061 -0.000 0.417 0.161 0.012 -0.031 0.013 0.053 1.000 -0.017 0.096 -0.008 -0.148 0.009 -0.021 0.096 -0.005 0.006 0.009 | -| Dbar_s | 0.009 -0.006 0.006 -0.004 0.022 0.013 -0.002 -0.053 -0.012 0.003 -0.007 -0.002 -0.020 -0.017 1.000 0.012 -0.002 0.027 -0.001 -0.016 0.004 -0.000 0.001 -0.062 | -| p4415_s | -0.043 0.134 0.059 -0.010 0.064 -0.030 0.012 -0.048 0.036 -0.038 0.075 0.012 0.027 0.096 0.012 1.000 0.000 0.260 0.006 -0.216 -0.025 -0.002 -0.013 -0.023 | -| omega_p | -0.119 -0.003 0.109 0.394 -0.006 0.001 -0.021 0.002 -0.003 -0.013 0.073 -0.002 -0.007 -0.008 -0.002 0.000 1.000 -0.010 -0.000 0.051 -0.004 -0.000 0.733 -0.009 | -| Ctt | 0.051 0.013 0.057 -0.057 0.365 0.361 0.006 -0.363 0.316 -0.048 0.093 0.004 -0.106 -0.148 0.027 0.260 -0.010 1.000 -0.009 -0.684 -0.090 -0.002 -0.012 -0.171 | -| p4160_s | -0.000 -0.002 0.004 -0.001 0.005 -0.011 -0.000 0.008 -0.001 0.000 -0.001 -0.001 0.003 0.009 -0.001 0.006 -0.000 -0.009 1.000 0.001 0.006 -0.002 0.000 0.004 | -| bplus_2 | -0.280 -0.058 0.135 0.212 0.018 -0.169 -0.019 0.284 -0.098 0.079 -0.222 -0.019 0.058 -0.021 -0.016 -0.216 0.051 -0.684 0.001 1.000 -0.129 0.002 0.023 0.031 | -| p4415_p | -0.024 -0.001 0.125 -0.016 0.100 -0.194 0.002 0.091 -0.025 -0.006 0.011 -0.002 0.040 0.096 0.004 -0.025 -0.004 -0.090 0.006 -0.129 1.000 0.003 -0.002 0.077 | -| p4160_p | 0.002 -0.005 -0.003 -0.000 -0.004 0.008 -0.000 -0.002 -0.000 0.000 -0.001 -0.000 -0.002 -0.005 -0.000 -0.002 -0.000 -0.002 -0.002 0.002 0.003 1.000 0.000 -0.000 | -| omega_s | 0.047 -0.007 -0.041 -0.014 0.010 -0.008 -0.051 -0.018 -0.004 0.015 -0.042 0.001 -0.003 0.006 0.001 -0.013 0.733 -0.012 0.000 0.023 -0.002 0.000 1.000 0.004 | -| p3770_p | 0.075 0.068 -0.073 -0.020 -0.124 -0.164 -0.011 -0.014 0.020 0.016 -0.038 -0.028 -0.220 0.009 -0.062 -0.023 -0.009 -0.171 0.004 0.031 0.077 -0.000 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030436289605084266}), (, {'error': 0.13642940791457114}), (, {'error': 0.05646417256919256}), (, {'error': 0.3451066846785371}), (, {'error': 0.3624465655246176}), (, {'error': 0.17522973632509153}), (, {'error': 0.17257541338169524}), (, {'error': 0.02706965998556754}), (, {'error': 0.032458158630699785}), (, {'error': 0.9610306556731629}), (, {'error': 0.383464068820369}), (, {'error': 0.01960141384303954}), (, {'error': 0.23460894795368992}), (, {'error': 0.37236748868702163}), (, {'error': 0.024040887960972646}), (, {'error': 0.1945275924930794}), (, {'error': 0.28534212835255124}), (, {'error': 0.19825425663388885}), (, {'error': 0.0127129642686577}), (, {'error': 0.08037739064310268}), (, {'error': 0.4267271818603642}), (, {'error': 0.009227972668310436}), (, {'error': 1.5799182352604078}), (, {'error': 0.09463052721783871})]) -Toy 14/25 -Time taken: 1 h, 10 min -Projected time left: 55 min, 11 s -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=305 (305 total) | -| EDM = 4.29E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297281.07234616624 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.390 | 0.001 | | | -2 | 2 | | -| 1 | p4040_p | -0.16 | 6.66 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.735 | 0.002 | | | -2 | 2 | | -| 3 | rho_s | 1.06 | 0.09 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -1.09 | 0.05 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.014 | 1.413 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.63 | 0.05 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.643 | 0.006 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.897 | 0.009 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 15.96 | 0.23 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -6.275 | 0.011 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 3.000E-1 | 0.012E-1 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.34 | 0.06 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -1.78 | 0.04 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 2.999E-1 | 0.011E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.27 | 0.05 | | |0.126447 | 2.35355 | | -| 16| omega_p | 6.08 | 0.07 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -1.019 | 0.029 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.01 | 0.04 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.301 | 0.010 | | | -2 | 2 | | -| 20| p4415_p | 4.43 | 0.05 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.568 | 0.030 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 6.19 | 0.21 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.531 | 0.027 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.275 -0.005 -0.006 0.064 -0.275 -0.002 0.006 0.104 0.006 0.001 -0.014 0.053 0.043 -0.012 -0.081 -0.000 0.104 -0.072 0.065 0.014 0.165 0.001 -0.046 | -| p4040_p | 0.275 1.000 0.250 0.025 0.429 -0.999 0.018 -0.074 0.433 -0.013 0.011 -0.041 0.242 0.387 -0.049 -0.203 0.014 0.408 -0.166 0.402 0.087 0.571 -0.005 -0.192 | -| bplus_1 | -0.005 0.250 1.000 -0.003 0.053 -0.250 -0.002 0.007 0.093 0.005 -0.000 -0.013 0.047 0.032 -0.011 -0.078 -0.001 0.095 -0.067 0.055 0.013 0.152 0.002 -0.042 | -| rho_s | -0.006 0.025 -0.003 1.000 0.006 -0.025 0.001 0.001 0.010 0.005 -0.010 -0.001 0.004 0.005 -0.001 -0.006 0.010 0.007 -0.006 0.001 0.001 0.014 -0.020 -0.005 | -| Dbar_p | 0.064 0.429 0.053 0.006 1.000 -0.429 0.005 0.007 0.177 -0.001 0.002 -0.020 0.094 0.117 -0.020 -0.097 0.003 0.149 -0.090 0.130 0.023 0.243 -0.000 -0.061 | -| p4040_s | -0.275 -0.999 -0.250 -0.025 -0.429 1.000 -0.018 0.074 -0.432 0.013 -0.011 0.041 -0.242 -0.387 0.049 0.203 -0.014 -0.408 0.166 -0.402 -0.086 -0.570 0.005 0.192 | -| phi_p | -0.002 0.018 -0.002 0.001 0.005 -0.018 1.000 -0.002 0.007 0.037 0.000 -0.001 0.003 0.003 -0.001 -0.004 0.001 0.005 -0.004 -0.001 0.001 0.010 -0.003 -0.004 | -| jpsi_p | 0.006 -0.074 0.007 0.001 0.007 0.074 -0.002 1.000 -0.035 0.002 -0.002 0.007 -0.014 -0.012 0.005 0.016 -0.002 -0.003 0.015 -0.008 -0.002 -0.040 0.001 0.010 | -| psi2s_p | 0.104 0.433 0.093 0.010 0.177 -0.432 0.007 -0.035 1.000 -0.006 0.004 -0.015 0.067 0.145 -0.018 -0.093 0.006 0.184 -0.084 0.170 0.030 0.243 -0.002 -0.084 | -| phi_s | 0.006 -0.013 0.005 0.005 -0.001 0.013 0.037 0.002 -0.006 1.000 0.001 0.001 -0.003 -0.001 0.000 0.003 0.001 -0.001 0.003 0.007 -0.001 -0.007 0.001 0.003 | -| rho_p | 0.001 0.011 -0.000 -0.010 0.002 -0.011 0.000 -0.002 0.004 0.001 1.000 -0.000 0.002 0.002 -0.000 -0.003 -0.003 0.002 -0.002 -0.000 0.001 0.006 0.008 -0.002 | -| DDstar_s | -0.014 -0.041 -0.013 -0.001 -0.020 0.041 -0.001 0.007 -0.015 0.001 -0.000 1.000 -0.007 -0.017 0.002 0.007 -0.001 -0.016 0.007 -0.017 -0.003 -0.021 0.000 0.010 | -| p3770_s | 0.053 0.242 0.047 0.004 0.094 -0.242 0.003 -0.014 0.067 -0.003 0.002 -0.007 1.000 0.083 -0.009 -0.047 0.003 0.077 -0.039 0.080 0.019 0.131 -0.001 -0.069 | -| DDstar_p | 0.043 0.387 0.032 0.005 0.117 -0.387 0.003 -0.012 0.145 -0.001 0.002 -0.017 0.083 1.000 -0.018 -0.104 0.002 0.161 -0.094 0.125 0.019 0.228 0.000 -0.061 | -| Dbar_s | -0.012 -0.049 -0.011 -0.001 -0.020 0.049 -0.001 0.005 -0.018 0.000 -0.000 0.002 -0.009 -0.018 1.000 0.010 -0.001 -0.018 0.009 -0.018 -0.003 -0.026 0.000 0.011 | -| p4415_s | -0.081 -0.203 -0.078 -0.006 -0.097 0.203 -0.004 0.016 -0.093 0.003 -0.003 0.007 -0.047 -0.104 0.010 1.000 -0.003 -0.058 0.042 -0.078 -0.021 -0.098 0.001 0.040 | -| omega_p | -0.000 0.014 -0.001 0.010 0.003 -0.014 0.001 -0.002 0.006 0.001 -0.003 -0.001 0.003 0.002 -0.001 -0.003 1.000 0.003 -0.003 -0.001 0.001 0.008 0.034 -0.003 | -| Ctt | 0.104 0.408 0.095 0.007 0.149 -0.408 0.005 -0.003 0.184 -0.001 0.002 -0.016 0.077 0.161 -0.018 -0.058 0.003 1.000 -0.056 0.112 0.027 0.204 -0.000 -0.088 | -| p4160_s | -0.072 -0.166 -0.067 -0.006 -0.090 0.166 -0.004 0.015 -0.084 0.003 -0.002 0.007 -0.039 -0.094 0.009 0.042 -0.003 -0.056 1.000 -0.082 -0.037 -0.092 0.001 0.037 | -| bplus_2 | 0.065 0.402 0.055 0.001 0.130 -0.402 -0.001 -0.008 0.170 0.007 -0.000 -0.017 0.080 0.125 -0.018 -0.078 -0.001 0.112 -0.082 1.000 0.014 0.217 0.003 -0.078 | -| p4415_p | 0.014 0.087 0.013 0.001 0.023 -0.086 0.001 -0.002 0.030 -0.001 0.001 -0.003 0.019 0.019 -0.003 -0.021 0.001 0.027 -0.037 0.014 1.000 0.062 -0.000 -0.011 | -| p4160_p | 0.165 0.571 0.152 0.014 0.243 -0.570 0.010 -0.040 0.243 -0.007 0.006 -0.021 0.131 0.228 -0.026 -0.098 0.008 0.204 -0.092 0.217 0.062 1.000 -0.003 -0.105 | -| omega_s | 0.001 -0.005 0.002 -0.020 -0.000 0.005 -0.003 0.001 -0.002 0.001 0.008 0.000 -0.001 0.000 0.000 0.001 0.034 -0.000 0.001 0.003 -0.000 -0.003 1.000 0.001 | -| p3770_p | -0.046 -0.192 -0.042 -0.005 -0.061 0.192 -0.004 0.010 -0.084 0.003 -0.002 0.010 -0.069 -0.061 0.011 0.040 -0.003 -0.088 0.037 -0.078 -0.011 -0.105 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.000975767322176635}), (, {'error': 6.661951654195155}), (, {'error': 0.0018712110344334398}), (, {'error': 0.08546528456510755}), (, {'error': 0.04700311610512653}), (, {'error': 1.4128825372675609}), (, {'error': 0.04668239245564365}), (, {'error': 0.006256336035335153}), (, {'error': 0.008712454028285244}), (, {'error': 0.2311352175585375}), (, {'error': 0.011162565526881885}), (, {'error': 0.0012077493047980004}), (, {'error': 0.05636196726948972}), (, {'error': 0.03845921714442424}), (, {'error': 0.0010844147873185772}), (, {'error': 0.04634297595520431}), (, {'error': 0.0666255662561488}), (, {'error': 0.02902889177833623}), (, {'error': 0.03993271742450033}), (, {'error': 0.010122792087598809}), (, {'error': 0.047169907378817655}), (, {'error': 0.029783690164905785}), (, {'error': 0.21057880962575615}), (, {'error': 0.026548197378525318})]) -Toy 15/25 -Time taken: 1 h, 13 min -Projected time left: 49 min, 10 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1340 (1340 total) | -| EDM = 5.69E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297434.0540468986 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.398 | 0.031 | | | -2 | 2 | | -| 1 | p4040_p | 2.92 | 0.15 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.70 | 0.06 | | | -2 | 2 | | -| 3 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 4.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.11 | 0.18 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 6.03 | 0.24 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -4.565 | 0.029 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.82 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.0 | 1.2 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.48 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.72 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | -5.22 | 0.24 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -1.21 | 0.21 | | | -1.5 | 1.5 | | -| 18| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.42 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | 5.09 | 0.29 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -6.283 | 0.013 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.34 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.078 -0.946 -0.457 0.019 0.020 -0.041 -0.160 -0.022 0.086 0.257 0.005 0.000 -0.027 0.015 -0.037 -0.358 0.036 -0.000 -0.245 -0.051 0.002 0.040 0.083 | -| p4040_p | -0.078 1.000 0.178 0.011 0.252 -0.230 0.004 0.207 0.009 -0.019 0.021 -0.004 0.190 0.327 0.002 0.142 0.006 0.083 -0.005 -0.084 0.053 -0.006 0.004 0.048 | -| bplus_1 | -0.946 0.178 1.000 0.399 0.099 -0.082 0.035 0.218 0.102 -0.081 -0.240 0.025 0.034 0.220 0.009 0.024 0.320 0.074 0.004 0.095 0.172 -0.004 -0.036 -0.072 | -| rho_s | -0.457 0.011 0.399 1.000 -0.053 0.032 0.055 0.020 -0.006 -0.012 -0.059 -0.010 -0.023 -0.060 -0.013 0.042 0.686 0.022 -0.001 0.026 0.005 -0.001 -0.055 -0.053 | -| Dbar_p | 0.019 0.252 0.099 -0.053 1.000 -0.146 -0.003 0.098 0.261 0.017 0.001 -0.021 0.267 -0.230 0.045 0.028 -0.035 0.434 0.004 -0.012 0.124 -0.005 0.001 -0.114 | -| p4040_s | 0.020 -0.230 -0.082 0.032 -0.146 1.000 0.002 -0.177 0.106 -0.016 0.019 0.015 -0.035 -0.107 0.011 0.008 0.018 0.316 -0.008 -0.150 -0.206 0.011 0.001 -0.174 | -| phi_p | -0.041 0.004 0.035 0.055 -0.003 0.002 1.000 -0.004 -0.001 0.674 0.052 -0.001 -0.002 0.002 -0.002 0.005 0.045 -0.000 -0.000 -0.004 0.003 -0.000 0.011 -0.010 | -| jpsi_p | -0.160 0.207 0.218 0.020 0.098 -0.177 -0.004 1.000 0.134 -0.018 -0.033 -0.024 0.166 0.494 -0.075 -0.056 0.020 -0.353 0.008 0.286 0.128 -0.003 0.003 0.014 | -| psi2s_p | -0.022 0.009 0.102 -0.006 0.261 0.106 -0.001 0.134 1.000 -0.008 0.011 -0.008 -0.347 0.184 -0.012 0.050 -0.005 0.326 -0.000 -0.106 0.018 -0.001 0.003 0.043 | -| phi_s | 0.086 -0.019 -0.081 -0.012 0.017 -0.016 0.674 -0.018 -0.008 1.000 0.098 0.002 -0.004 0.009 0.004 -0.026 -0.026 -0.038 0.000 0.065 -0.015 0.001 0.002 0.012 | -| rho_p | 0.257 0.021 -0.240 -0.059 0.001 0.019 0.052 -0.033 0.011 0.098 1.000 0.002 0.014 0.015 -0.000 0.025 -0.328 0.066 0.000 -0.225 0.025 -0.000 0.034 -0.000 | -| DDstar_s | 0.005 -0.004 0.025 -0.010 -0.021 0.015 -0.001 -0.024 -0.008 0.002 0.002 1.000 -0.030 0.027 -0.006 0.013 -0.007 -0.000 -0.001 -0.025 0.004 -0.000 0.001 -0.039 | -| p3770_s | 0.000 0.190 0.034 -0.023 0.267 -0.035 -0.002 0.166 -0.347 -0.004 0.014 -0.030 1.000 0.061 -0.026 0.012 -0.018 -0.096 0.003 0.070 0.073 -0.003 0.004 -0.191 | -| DDstar_p | -0.027 0.327 0.220 -0.060 -0.230 -0.107 0.002 0.494 0.184 0.009 0.015 0.027 0.061 1.000 -0.029 0.064 -0.039 -0.199 0.008 -0.002 0.189 -0.007 0.004 0.052 | -| Dbar_s | 0.015 0.002 0.009 -0.013 0.045 0.011 -0.002 -0.075 -0.012 0.004 -0.000 -0.006 -0.026 -0.029 1.000 0.011 -0.009 0.049 -0.001 -0.025 0.012 -0.000 0.000 -0.098 | -| p4415_s | -0.037 0.142 0.024 0.042 0.028 0.008 0.005 -0.056 0.050 -0.026 0.025 0.013 0.012 0.064 0.011 1.000 0.024 0.255 0.004 -0.152 -0.010 -0.005 0.003 -0.046 | -| omega_p | -0.358 0.006 0.320 0.686 -0.035 0.018 0.045 0.020 -0.005 -0.026 -0.328 -0.007 -0.018 -0.039 -0.009 0.024 1.000 0.006 -0.001 0.060 0.001 -0.000 -0.263 -0.035 | -| Ctt | 0.036 0.083 0.074 0.022 0.434 0.316 -0.000 -0.353 0.326 -0.038 0.066 -0.000 -0.096 -0.199 0.049 0.255 0.006 1.000 -0.008 -0.687 -0.005 -0.004 0.007 -0.172 | -| p4160_s | -0.000 -0.005 0.004 -0.001 0.004 -0.008 -0.000 0.008 -0.000 0.000 0.000 -0.001 0.003 0.008 -0.001 0.004 -0.001 -0.008 1.000 0.001 0.008 -0.002 0.000 0.005 | -| bplus_2 | -0.245 -0.084 0.095 0.026 -0.012 -0.150 -0.004 0.286 -0.106 0.065 -0.225 -0.025 0.070 -0.002 -0.025 -0.152 0.060 -0.687 0.001 1.000 -0.186 0.003 -0.029 0.036 | -| p4415_p | -0.051 0.053 0.172 0.005 0.124 -0.206 0.003 0.128 0.018 -0.015 0.025 0.004 0.073 0.189 0.012 -0.010 0.001 -0.005 0.008 -0.186 1.000 0.002 0.004 0.076 | -| p4160_p | 0.002 -0.006 -0.004 -0.001 -0.005 0.011 -0.000 -0.003 -0.001 0.001 -0.000 -0.000 -0.003 -0.007 -0.000 -0.005 -0.000 -0.004 -0.002 0.003 0.002 1.000 -0.000 -0.001 | -| omega_s | 0.040 0.004 -0.036 -0.055 0.001 0.001 0.011 0.003 0.003 0.002 0.034 0.001 0.004 0.004 0.000 0.003 -0.263 0.007 0.000 -0.029 0.004 -0.000 1.000 0.002 | -| p3770_p | 0.083 0.048 -0.072 -0.053 -0.114 -0.174 -0.010 0.014 0.043 0.012 -0.000 -0.039 -0.191 0.052 -0.098 -0.046 -0.035 -0.172 0.005 0.036 0.076 -0.001 0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.03076753068244331}), (, {'error': 0.1517583937404634}), (, {'error': 0.05621780118008646}), (, {'error': 0.4400137067951385}), (, {'error': 0.4189361345998215}), (, {'error': 0.1779683333167254}), (, {'error': 0.2378089245996753}), (, {'error': 0.02880621650368731}), (, {'error': 0.03332719924955807}), (, {'error': 1.1606344657845185}), (, {'error': 1.0541127828950163}), (, {'error': 0.028130560513628944}), (, {'error': 0.23439915091347308}), (, {'error': 0.4580326465122022}), (, {'error': 0.036506632042603626}), (, {'error': 0.18999750583834435}), (, {'error': 0.24219463142461084}), (, {'error': 0.210494315967658}), (, {'error': 0.012754289985764888}), (, {'error': 0.07866173041904911}), (, {'error': 0.287402217397581}), (, {'error': 0.012774810002682102}), (, {'error': 3.282445296238672}), (, {'error': 0.09159354100287542})]) -Toy 16/25 -Time taken: 1 h, 19 min -Projected time left: 44 min, 42 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1404 (1404 total) | -| EDM = 0.000331 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297076.31024618715 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.483 | 0.021 | | | -2 | 2 | | -| 1 | p4040_p | -2.27 | 0.22 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 3 | rho_s | 1.45 | 0.30 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.85 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 6.22 | 0.23 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.680 | 0.027 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 17.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 5.63 | 0.26 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.20 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | 0.03 | 0.28 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.49 | 0.22 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.44 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.37 | 0.09 | | | -2 | 2 | | -| 20| p4415_p | 4.09 | 0.18 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.09 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 5.7 | 1.1 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.67 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.013 -0.829 0.242 0.033 0.019 -0.003 -0.040 -0.005 -0.029 0.062 0.000 0.047 0.021 0.001 0.021 -0.035 -0.006 0.038 -0.087 0.016 0.018 -0.097 0.036 | -| p4040_p | 0.013 1.000 -0.001 0.001 -0.052 -0.281 -0.001 -0.069 -0.218 -0.003 0.000 0.024 -0.041 0.143 0.021 -0.026 -0.000 -0.313 0.256 -0.065 0.171 0.331 -0.001 0.182 | -| bplus_1 | -0.829 -0.001 1.000 -0.159 0.200 -0.004 0.006 0.093 0.041 0.026 -0.020 -0.005 0.081 0.353 -0.002 0.120 0.027 -0.179 0.010 -0.233 -0.096 0.023 0.072 0.137 | -| rho_s | 0.242 0.001 -0.159 1.000 0.035 -0.011 -0.002 0.055 0.009 -0.029 0.136 -0.000 0.014 0.067 -0.000 0.017 -0.021 -0.038 -0.007 -0.115 -0.020 0.010 -0.431 0.037 | -| Dbar_p | 0.033 -0.052 0.200 0.035 1.000 -0.113 0.000 0.232 -0.029 -0.008 0.036 0.006 -0.015 -0.106 0.024 0.033 -0.004 -0.330 -0.076 -0.097 -0.097 0.028 -0.012 0.358 | -| p4040_s | 0.019 -0.281 -0.004 -0.011 -0.113 1.000 0.002 -0.041 -0.019 -0.019 0.056 0.006 0.080 -0.143 -0.001 0.199 0.002 0.362 0.149 0.122 -0.223 -0.562 0.005 -0.180 | -| phi_p | -0.003 -0.001 0.006 -0.002 0.000 0.002 1.000 -0.024 -0.003 0.562 0.085 0.000 -0.001 -0.002 0.000 0.000 0.028 0.001 0.003 0.013 0.001 -0.002 0.014 -0.004 | -| jpsi_p | -0.040 -0.069 0.093 0.055 0.232 -0.041 -0.024 1.000 -0.009 0.006 -0.077 0.054 -0.008 0.240 0.048 -0.012 -0.019 0.201 -0.033 0.092 -0.022 0.000 -0.038 0.116 | -| psi2s_p | -0.005 -0.218 0.041 0.009 -0.029 -0.019 -0.003 -0.009 1.000 -0.003 0.003 0.027 -0.429 0.025 0.029 0.029 -0.003 0.197 -0.059 -0.004 -0.108 -0.154 -0.005 0.042 | -| phi_s | -0.029 -0.003 0.026 -0.029 -0.008 -0.019 0.562 0.006 -0.003 1.000 0.083 -0.000 -0.013 0.005 -0.000 -0.005 0.037 -0.036 -0.024 -0.078 -0.019 -0.002 0.057 0.000 | -| rho_p | 0.062 0.000 -0.020 0.136 0.036 0.056 0.085 -0.077 0.003 0.083 1.000 0.000 0.027 0.008 0.001 0.019 -0.063 0.104 0.072 0.249 0.050 -0.004 0.111 -0.006 | -| DDstar_s | 0.000 0.024 -0.005 -0.000 0.006 0.006 0.000 0.054 0.027 -0.000 0.000 1.000 0.024 0.029 -0.002 -0.001 0.000 -0.002 0.008 0.007 0.030 0.044 0.000 0.021 | -| p3770_s | 0.047 -0.041 0.081 0.014 -0.015 0.080 -0.001 -0.008 -0.429 -0.013 0.027 0.024 1.000 0.196 0.029 0.012 -0.002 -0.179 0.010 -0.112 -0.011 0.024 -0.006 -0.198 | -| DDstar_p | 0.021 0.143 0.353 0.067 -0.106 -0.143 -0.002 0.240 0.025 0.005 0.008 0.029 0.196 1.000 -0.001 -0.032 -0.009 -0.098 -0.070 -0.256 0.004 0.266 -0.023 0.280 | -| Dbar_s | 0.001 0.021 -0.002 -0.000 0.024 -0.001 0.000 0.048 0.029 -0.000 0.001 -0.002 0.029 -0.001 1.000 -0.001 0.000 0.004 0.002 0.004 0.016 0.032 0.000 0.034 | -| p4415_s | 0.021 -0.026 0.120 0.017 0.033 0.199 0.000 -0.012 0.029 -0.005 0.019 -0.001 0.012 -0.032 -0.001 1.000 -0.002 0.203 0.326 -0.083 -0.180 -0.079 -0.006 -0.071 | -| omega_p | -0.035 -0.000 0.027 -0.021 -0.004 0.002 0.028 -0.019 -0.003 0.037 -0.063 0.000 -0.002 -0.009 0.000 -0.002 1.000 0.003 0.002 0.020 0.003 -0.002 0.505 -0.007 | -| Ctt | -0.006 -0.313 -0.179 -0.038 -0.330 0.362 0.001 0.201 0.197 -0.036 0.104 -0.002 -0.179 -0.098 0.004 0.203 0.003 1.000 0.289 0.686 -0.027 -0.396 0.011 -0.250 | -| p4160_s | 0.038 0.256 0.010 -0.007 -0.076 0.149 0.003 -0.033 -0.059 -0.024 0.072 0.008 0.010 -0.070 0.002 0.326 0.002 0.289 1.000 0.136 -0.205 -0.202 0.003 -0.086 | -| bplus_2 | -0.087 -0.065 -0.233 -0.115 -0.097 0.122 0.013 0.092 -0.004 -0.078 0.249 0.007 -0.112 -0.256 0.004 -0.083 0.020 0.686 0.136 1.000 0.191 -0.081 0.049 -0.119 | -| p4415_p | 0.016 0.171 -0.096 -0.020 -0.097 -0.223 0.001 -0.022 -0.108 -0.019 0.050 0.030 -0.011 0.004 0.016 -0.180 0.003 -0.027 -0.205 0.191 1.000 0.283 0.007 0.057 | -| p4160_p | 0.018 0.331 0.023 0.010 0.028 -0.562 -0.002 0.000 -0.154 -0.002 -0.004 0.044 0.024 0.266 0.032 -0.079 -0.002 -0.396 -0.202 -0.081 0.283 1.000 -0.005 0.251 | -| omega_s | -0.097 -0.001 0.072 -0.431 -0.012 0.005 0.014 -0.038 -0.005 0.057 0.111 0.000 -0.006 -0.023 0.000 -0.006 0.505 0.011 0.003 0.049 0.007 -0.005 1.000 -0.016 | -| p3770_p | 0.036 0.182 0.137 0.037 0.358 -0.180 -0.004 0.116 0.042 0.000 -0.006 0.021 -0.198 0.280 0.034 -0.071 -0.007 -0.250 -0.086 -0.119 0.057 0.251 -0.016 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0206602586332727}), (, {'error': 0.22366224651823452}), (, {'error': 0.04182859760425217}), (, {'error': 0.30107045958314316}), (, {'error': 0.3197542070197801}), (, {'error': 0.17452291079356597}), (, {'error': 0.2282420067366484}), (, {'error': 0.026999209045640793}), (, {'error': 0.031689162731147746}), (, {'error': 0.9626714559654399}), (, {'error': 0.2630355227760903}), (, {'error': 0.021165144519857515}), (, {'error': 0.22528957603967825}), (, {'error': 0.32808565556916003}), (, {'error': 0.017597525676372905}), (, {'error': 0.19365060243801901}), (, {'error': 0.28038859837094554}), (, {'error': 0.21700575863456462}), (, {'error': 0.16989849599334939}), (, {'error': 0.08897617627881083}), (, {'error': 0.17695318067925214}), (, {'error': 0.09531403231388857}), (, {'error': 1.1137610304871712}), (, {'error': 0.1002774383407603})]) -Toy 17/25 -Time taken: 1 h, 25 min -Projected time left: 40 min, 16 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1306 (1306 total) | -| EDM = 2.58E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297171.93574222585 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.531 | 0.016 | | | -2 | 2 | | -| 1 | p4040_p | -2.9 | 0.6 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.999 | 0.028 | | | -2 | 2 | | -| 3 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -0.04 | 0.53 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.89 | 0.25 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.56 | 0.14 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.93 | 0.07 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.5 | 2.1 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 0.11 | 0.25 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.6 | 0.6 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.20 | 1.23 | | |0.126447 | 2.35355 | | -| 16| omega_p | 6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -1.50 | 0.08 | | | -1.5 | 1.5 | | -| 18| p4160_s | 0.717 | 0.019 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.35 | 0.09 | | | -2 | 2 | | -| 20| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 7.5 | 0.9 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.18 | 0.23 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.214 -0.891 0.154 -0.142 -0.149 -0.001 0.211 0.215 -0.024 0.028 0.012 0.219 0.220 -0.013 0.191 0.001 -0.015 0.044 0.068 -0.089 -0.002 -0.054 0.209 | -| p4040_p | 0.214 1.000 -0.022 0.140 -0.776 -0.806 0.000 0.943 0.841 -0.069 0.312 0.113 0.898 0.958 -0.011 0.862 -0.016 -0.019 0.195 0.737 -0.393 -0.010 -0.002 0.883 | -| bplus_1 | -0.891 -0.022 1.000 -0.082 0.055 0.074 -0.013 -0.014 0.023 -0.008 0.066 -0.031 -0.015 -0.019 -0.016 -0.050 -0.005 -0.032 -0.008 -0.071 0.018 -0.000 0.052 -0.020 | -| rho_s | 0.154 0.140 -0.082 1.000 -0.095 -0.106 -0.069 0.129 0.130 -0.079 0.302 0.011 0.138 0.137 -0.008 0.136 0.020 0.002 0.029 0.169 -0.062 -0.002 -0.201 0.126 | -| Dbar_p | -0.142 -0.776 0.055 -0.095 1.000 0.638 -0.007 -0.756 -0.691 0.045 -0.232 -0.094 -0.716 -0.838 0.027 -0.739 0.013 0.011 -0.166 -0.564 0.335 0.008 0.000 -0.632 | -| p4040_s | -0.149 -0.806 0.074 -0.106 0.638 1.000 -0.005 -0.801 -0.715 0.051 -0.257 -0.090 -0.719 -0.802 0.006 -0.790 0.014 0.048 -0.174 -0.693 0.359 0.012 -0.000 -0.768 | -| phi_p | -0.001 0.000 -0.013 -0.069 -0.007 -0.005 1.000 0.003 0.002 0.930 -0.131 0.001 -0.000 0.008 0.001 -0.005 -0.014 -0.001 0.001 -0.056 0.002 0.000 -0.126 0.006 | -| jpsi_p | 0.211 0.943 -0.014 0.129 -0.756 -0.801 0.003 1.000 0.891 -0.063 0.287 0.112 0.924 0.979 -0.021 0.878 -0.015 -0.002 0.204 0.699 -0.398 -0.009 -0.006 0.902 | -| psi2s_p | 0.215 0.841 0.023 0.130 -0.691 -0.715 0.002 0.891 1.000 -0.061 0.279 0.107 0.777 0.901 -0.011 0.781 -0.015 -0.004 0.185 0.596 -0.354 -0.008 -0.004 0.851 | -| phi_s | -0.024 -0.069 -0.008 -0.079 0.045 0.051 0.930 -0.063 -0.061 1.000 -0.120 -0.007 -0.068 -0.061 0.002 -0.071 -0.016 -0.001 -0.014 -0.129 0.032 0.001 -0.098 -0.058 | -| rho_p | 0.028 0.312 0.066 0.302 -0.232 -0.257 -0.131 0.287 0.279 -0.120 1.000 0.037 0.305 0.309 -0.008 0.308 -0.022 0.008 0.066 0.400 -0.140 -0.004 0.393 0.282 | -| DDstar_s | 0.012 0.113 -0.031 0.011 -0.094 -0.090 0.001 0.112 0.107 -0.007 0.037 1.000 0.105 0.114 -0.004 0.109 -0.002 -0.001 0.024 0.100 -0.050 -0.001 0.002 0.098 | -| p3770_s | 0.219 0.898 -0.015 0.138 -0.716 -0.719 -0.000 0.924 0.777 -0.068 0.305 0.105 1.000 0.928 -0.009 0.836 -0.016 -0.030 0.192 0.711 -0.380 -0.009 -0.003 0.823 | -| DDstar_p | 0.220 0.958 -0.019 0.137 -0.838 -0.802 0.008 0.979 0.901 -0.061 0.309 0.114 0.928 1.000 -0.023 0.892 -0.017 -0.011 0.206 0.716 -0.405 -0.010 -0.003 0.897 | -| Dbar_s | -0.013 -0.011 -0.016 -0.008 0.027 0.006 0.001 -0.021 -0.011 0.002 -0.008 -0.004 -0.009 -0.023 1.000 -0.011 0.000 0.005 -0.003 -0.027 0.005 -0.000 0.001 -0.021 | -| p4415_s | 0.191 0.862 -0.050 0.136 -0.739 -0.790 -0.005 0.878 0.781 -0.071 0.308 0.109 0.836 0.892 -0.011 1.000 -0.015 -0.004 0.190 0.758 -0.454 -0.007 0.000 0.820 | -| omega_p | 0.001 -0.016 -0.005 0.020 0.013 0.014 -0.014 -0.015 -0.015 -0.016 -0.022 -0.002 -0.016 -0.017 0.000 -0.015 1.000 0.000 -0.003 -0.016 0.007 0.000 -0.176 -0.015 | -| Ctt | -0.015 -0.019 -0.032 0.002 0.011 0.048 -0.001 -0.002 -0.004 -0.001 0.008 -0.001 -0.030 -0.011 0.005 -0.004 0.000 1.000 -0.005 0.120 0.000 -0.000 0.001 -0.019 | -| p4160_s | 0.044 0.195 -0.008 0.029 -0.166 -0.174 0.001 0.204 0.185 -0.014 0.066 0.024 0.192 0.206 -0.003 0.190 -0.003 -0.005 1.000 0.161 -0.087 -0.004 -0.000 0.190 | -| bplus_2 | 0.068 0.737 -0.071 0.169 -0.564 -0.693 -0.056 0.699 0.596 -0.129 0.400 0.100 0.711 0.716 -0.027 0.758 -0.016 0.120 0.161 1.000 -0.338 -0.008 0.020 0.672 | -| p4415_p | -0.089 -0.393 0.018 -0.062 0.335 0.359 0.002 -0.398 -0.354 0.032 -0.140 -0.050 -0.380 -0.405 0.005 -0.454 0.007 0.000 -0.087 -0.338 1.000 0.003 0.000 -0.372 | -| p4160_p | -0.002 -0.010 -0.000 -0.002 0.008 0.012 0.000 -0.009 -0.008 0.001 -0.004 -0.001 -0.009 -0.010 -0.000 -0.007 0.000 -0.000 -0.004 -0.008 0.003 1.000 0.000 -0.009 | -| omega_s | -0.054 -0.002 0.052 -0.201 0.000 -0.000 -0.126 -0.006 -0.004 -0.098 0.393 0.002 -0.003 -0.003 0.001 0.000 -0.176 0.001 -0.000 0.020 0.000 0.000 1.000 -0.004 | -| p3770_p | 0.209 0.883 -0.020 0.126 -0.632 -0.768 0.006 0.902 0.851 -0.058 0.282 0.098 0.823 0.897 -0.021 0.820 -0.015 -0.019 0.190 0.672 -0.372 -0.009 -0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.015573250299433905}), (, {'error': 0.5676888353143217}), (, {'error': 0.028100928196079233}), (, {'error': 0.33657416582230093}), (, {'error': 0.5310194984735594}), (, {'error': 0.25273835727043853}), (, {'error': 0.5592058440728418}), (, {'error': 0.14213925027363628}), (, {'error': 0.07333954745652349}), (, {'error': 2.0927189774939308}), (, {'error': 0.2548160063312017}), (, {'error': 0.014661840587407049}), (, {'error': 0.5667763853147323}), (, {'error': 12.464040049942273}), (, {'error': 0.02016494197423846}), (, {'error': 1.229172302376908}), (, {'error': 0.18321514345537615}), (, {'error': 0.08287652173929039}), (, {'error': 0.018513186560102146}), (, {'error': 0.08530106252646219}), (, {'error': 0.1377638810952173}), (, {'error': 0.009341567185058519}), (, {'error': 0.8852454926886844}), (, {'error': 0.22500844297267064})]) -Toy 18/25 -Time taken: 1 h, 31 min -Projected time left: 35 min, 28 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=712 (712 total) | -| EDM = 0.000107 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297052.6542161029 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.405 | 0.016 | | | -2 | 2 | | -| 1 | p4040_p | 4.13 | 0.19 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.73 | 0.03 | | | -2 | 2 | | -| 3 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -6.28 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -0.24 | 0.29 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.577 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.910 | 0.031 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.73 | 0.22 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 5.05 | 0.30 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.031 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.00 | 0.20 | | |0.126447 | 2.35355 | | -| 16| omega_p | 0.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.83 | 0.22 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.32 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -1.96 | 0.21 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -1.85 | 0.10 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 8.3 | 1.7 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.37 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.021 -0.823 0.281 0.002 0.023 0.022 -0.112 -0.012 -0.005 -0.014 0.001 0.048 -0.017 -0.001 0.011 0.061 -0.016 0.041 -0.035 0.027 0.013 -0.001 0.011 | -| p4040_p | 0.021 1.000 -0.002 -0.002 0.018 -0.254 -0.000 -0.077 -0.206 -0.002 0.001 0.024 0.012 0.095 0.020 -0.016 -0.004 -0.365 0.272 -0.095 0.145 0.265 -0.004 0.223 | -| bplus_1 | -0.823 -0.002 1.000 -0.180 0.002 0.007 -0.006 0.049 0.045 0.014 0.002 -0.001 0.083 0.453 -0.032 0.108 -0.040 -0.137 -0.006 -0.298 -0.131 -0.019 0.001 0.083 | -| rho_s | 0.281 -0.002 -0.180 1.000 0.002 0.038 0.068 -0.040 0.002 0.059 -0.251 0.001 0.023 0.066 -0.006 0.030 0.325 0.061 0.049 0.084 0.016 -0.012 0.048 0.002 | -| Dbar_p | 0.002 0.018 0.002 0.002 1.000 -0.001 0.001 0.050 0.027 -0.000 -0.001 -0.001 0.025 0.002 0.006 0.001 0.001 0.001 0.002 0.003 0.010 0.024 0.000 0.038 | -| p4040_s | 0.023 -0.254 0.007 0.038 -0.001 1.000 0.000 -0.015 -0.047 -0.022 -0.027 0.005 0.052 -0.168 0.017 0.185 0.005 0.351 0.055 0.142 -0.226 -0.561 -0.010 -0.174 | -| phi_p | 0.022 -0.000 -0.006 0.068 0.001 0.000 1.000 -0.036 -0.004 0.756 -0.061 0.001 0.001 0.003 -0.000 0.001 -0.010 -0.009 0.001 -0.001 -0.001 -0.002 -0.058 -0.004 | -| jpsi_p | -0.112 -0.077 0.049 -0.040 0.050 -0.015 -0.036 1.000 -0.038 -0.002 0.047 0.057 -0.050 0.179 0.008 -0.030 -0.036 0.296 -0.022 0.159 0.006 -0.033 -0.020 -0.010 | -| psi2s_p | -0.012 -0.206 0.045 0.002 0.027 -0.047 -0.004 -0.038 1.000 -0.003 0.002 0.027 -0.464 -0.016 0.024 0.001 -0.006 0.126 -0.100 -0.034 -0.099 -0.121 -0.006 0.076 | -| phi_s | -0.005 -0.002 0.014 0.059 -0.000 -0.022 0.756 -0.002 -0.003 1.000 -0.061 -0.000 -0.009 0.007 0.000 -0.008 0.030 -0.048 -0.028 -0.090 -0.022 0.002 0.004 0.006 | -| rho_p | -0.014 0.001 0.002 -0.251 -0.001 -0.027 -0.061 0.047 0.002 -0.061 1.000 -0.000 -0.007 -0.002 0.001 -0.011 -0.020 -0.050 -0.033 -0.110 -0.022 0.008 -0.008 0.014 | -| DDstar_s | 0.001 0.024 -0.001 0.001 -0.001 0.005 0.001 0.057 0.027 -0.000 -0.000 1.000 0.023 0.031 -0.002 0.000 0.001 -0.001 0.007 0.005 0.022 0.037 0.000 0.024 | -| p3770_s | 0.048 0.012 0.083 0.023 0.025 0.052 0.001 -0.050 -0.464 -0.009 -0.007 0.023 1.000 0.163 0.021 -0.016 0.000 -0.262 -0.012 -0.145 -0.003 0.056 -0.007 -0.160 | -| DDstar_p | -0.017 0.095 0.453 0.066 0.002 -0.168 0.003 0.179 -0.016 0.007 -0.002 0.031 0.163 1.000 0.015 -0.060 0.013 -0.143 -0.106 -0.262 -0.070 0.176 0.001 0.315 | -| Dbar_s | -0.001 0.020 -0.032 -0.006 0.006 0.017 -0.000 0.008 0.024 0.000 0.001 -0.002 0.021 0.015 1.000 0.001 -0.001 0.050 0.016 0.017 0.022 0.015 0.001 -0.026 | -| p4415_s | 0.011 -0.016 0.108 0.030 0.001 0.185 0.001 -0.030 0.001 -0.008 -0.011 0.000 -0.016 -0.060 0.001 1.000 0.005 0.239 0.323 -0.020 -0.134 -0.089 -0.004 -0.103 | -| omega_p | 0.061 -0.004 -0.040 0.325 0.001 0.005 -0.010 -0.036 -0.006 0.030 -0.020 0.001 0.000 0.013 -0.001 0.005 1.000 0.009 0.006 0.008 -0.001 -0.006 0.864 -0.003 | -| Ctt | -0.016 -0.365 -0.137 0.061 0.001 0.351 -0.009 0.296 0.126 -0.048 -0.050 -0.001 -0.262 -0.143 0.050 0.239 0.009 1.000 0.254 0.731 -0.055 -0.437 -0.017 -0.186 | -| p4160_s | 0.041 0.272 -0.006 0.049 0.002 0.055 0.001 -0.022 -0.100 -0.028 -0.033 0.007 -0.012 -0.106 0.016 0.323 0.006 0.254 1.000 0.175 -0.176 -0.154 -0.013 -0.060 | -| bplus_2 | -0.035 -0.095 -0.298 0.084 0.003 0.142 -0.001 0.159 -0.034 -0.090 -0.110 0.005 -0.145 -0.262 0.017 -0.020 0.008 0.731 0.175 1.000 0.202 -0.100 -0.040 -0.111 | -| p4415_p | 0.027 0.145 -0.131 0.016 0.010 -0.226 -0.001 0.006 -0.099 -0.022 -0.022 0.022 -0.003 -0.070 0.022 -0.134 -0.001 -0.055 -0.176 0.202 1.000 0.295 -0.011 0.088 | -| p4160_p | 0.013 0.265 -0.019 -0.012 0.024 -0.561 -0.002 -0.033 -0.121 0.002 0.008 0.037 0.056 0.176 0.015 -0.089 -0.006 -0.437 -0.154 -0.100 0.295 1.000 -0.002 0.248 | -| omega_s | -0.001 -0.004 0.001 0.048 0.000 -0.010 -0.058 -0.020 -0.006 0.004 -0.008 0.000 -0.007 0.001 0.001 -0.004 0.864 -0.017 -0.013 -0.040 -0.011 -0.002 1.000 0.000 | -| p3770_p | 0.011 0.223 0.083 0.002 0.038 -0.174 -0.004 -0.010 0.076 0.006 0.014 0.024 -0.160 0.315 -0.026 -0.103 -0.003 -0.186 -0.060 -0.111 0.088 0.248 0.000 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01564330494322075}), (, {'error': 0.18747185177467163}), (, {'error': 0.03169045788871672}), (, {'error': 0.37696579124138574}), (, {'error': 0.0590017462206176}), (, {'error': 0.17088504591410963}), (, {'error': 0.28832130735435557}), (, {'error': 0.025814887919094254}), (, {'error': 0.031182000311110514}), (, {'error': 1.2116251342214106}), (, {'error': 0.4947864515742735}), (, {'error': 0.020075405715564376}), (, {'error': 0.21979383189290091}), (, {'error': 0.3014667487706415}), (, {'error': 0.03126792045122717}), (, {'error': 0.19513877538472285}), (, {'error': 0.4524311372068972}), (, {'error': 0.22224974573767875}), (, {'error': 0.16577456767035836}), (, {'error': 0.0750445175495974}), (, {'error': 0.21003116376290443}), (, {'error': 0.10297213149994633}), (, {'error': 1.6852295726284034}), (, {'error': 0.0881713323529354})]) -Toy 19/25 -Time taken: 1 h, 36 min -Projected time left: 30 min, 18 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.989E+05 | Ncalls=536 (547 total) | -| EDM = 1.86E+04 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298850.4485877912 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.757 | 0.011 | | | -2 | 2 | | -| 1 | p4040_p | 5.26 | 0.05 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -1.370 | 0.018 | | | -2 | 2 | | -| 3 | rho_s | 1.122 | 0.005 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -5.73 | 0.06 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.568 | 0.005 | | |0.00501244| 2.01499 | | -| 6 | phi_p | -1.217 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.456 | 0.015 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 0.663 | 0.028 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 19.054 | 0.020 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -4.996 | 0.020 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -1.024E-1 | 0.013E-1 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.802 | 0.004 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 0.69 | 0.21 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 2.768E-1 | 0.006E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.962 | 0.004 | | |0.126447 | 2.35355 | | -| 16| omega_p | 4.310 | 0.019 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.631 | 0.007 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.392 | 0.017 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -1.45 | 0.03 | | | -2 | 2 | | -| 20| p4415_p | -5 | 7 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.46 | 0.07 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 7.767 | 0.011 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -3.608 | 0.014 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.935 0.991 -0.171 0.976 0.490 -0.491 -0.963 -0.974 0.125 0.440 -0.211 -0.242 -0.987 -0.421 -0.124 -0.181 -0.632 -0.922 0.982 -0.996 0.983 0.056 0.717 | -| p4040_p | 0.935 1.000 0.934 -0.161 0.920 0.460 -0.463 -0.908 -0.917 0.117 0.415 -0.199 -0.228 -0.930 -0.397 -0.117 -0.171 -0.596 -0.869 0.925 -0.939 0.927 0.053 0.676 | -| bplus_1 | 0.991 0.934 1.000 -0.171 0.975 0.489 -0.491 -0.962 -0.972 0.124 0.439 -0.211 -0.242 -0.986 -0.421 -0.124 -0.181 -0.632 -0.921 0.981 -0.995 0.982 0.056 0.716 | -| rho_s | -0.171 -0.161 -0.171 1.000 -0.168 -0.084 0.085 0.166 0.167 -0.021 -0.077 0.036 0.042 0.170 0.072 0.021 0.031 0.109 0.159 -0.169 0.171 -0.169 -0.010 -0.123 | -| Dbar_p | 0.976 0.920 0.975 -0.168 1.000 0.482 -0.483 -0.947 -0.957 0.123 0.433 -0.208 -0.238 -0.971 -0.414 -0.122 -0.178 -0.622 -0.907 0.966 -0.980 0.967 0.055 0.705 | -| p4040_s | 0.490 0.460 0.489 -0.084 0.482 1.000 -0.243 -0.476 -0.481 0.062 0.217 -0.104 -0.120 -0.487 -0.208 -0.061 -0.090 -0.313 -0.455 0.485 -0.492 0.485 0.028 0.354 | -| phi_p | -0.491 -0.463 -0.491 0.085 -0.483 -0.243 1.000 0.477 0.482 -0.061 -0.218 0.105 0.120 0.488 0.208 0.061 0.090 0.313 0.456 -0.486 0.493 -0.487 -0.028 -0.355 | -| jpsi_p | -0.963 -0.908 -0.962 0.166 -0.947 -0.476 0.477 1.000 0.945 -0.121 -0.427 0.205 0.235 0.958 0.409 0.120 0.176 0.613 0.895 -0.953 0.967 -0.954 -0.054 -0.695 | -| psi2s_p | -0.974 -0.917 -0.972 0.167 -0.957 -0.481 0.482 0.945 1.000 -0.122 -0.431 0.207 0.237 0.968 0.413 0.122 0.178 0.621 0.904 -0.963 0.977 -0.965 -0.055 -0.704 | -| phi_s | 0.125 0.117 0.124 -0.021 0.123 0.062 -0.061 -0.121 -0.122 1.000 0.055 -0.026 -0.030 -0.124 -0.053 -0.016 -0.023 -0.079 -0.116 0.123 -0.125 0.123 0.007 0.090 | -| rho_p | 0.440 0.415 0.439 -0.077 0.433 0.217 -0.218 -0.427 -0.431 0.055 1.000 -0.094 -0.107 -0.437 -0.187 -0.055 -0.079 -0.280 -0.409 0.435 -0.442 0.436 0.025 0.318 | -| DDstar_s | -0.211 -0.199 -0.211 0.036 -0.208 -0.104 0.105 0.205 0.207 -0.026 -0.094 1.000 0.052 0.209 0.090 0.026 0.039 0.135 0.196 -0.209 0.212 -0.209 -0.012 -0.151 | -| p3770_s | -0.242 -0.228 -0.242 0.042 -0.238 -0.120 0.120 0.235 0.237 -0.030 -0.107 0.052 1.000 0.241 0.103 0.030 0.044 0.154 0.225 -0.239 0.243 -0.240 -0.014 -0.175 | -| DDstar_p | -0.987 -0.930 -0.986 0.170 -0.971 -0.487 0.488 0.958 0.968 -0.124 -0.437 0.209 0.241 1.000 0.419 0.123 0.180 0.629 0.917 -0.976 0.991 -0.978 -0.056 -0.713 | -| Dbar_s | -0.421 -0.397 -0.421 0.072 -0.414 -0.208 0.208 0.409 0.413 -0.053 -0.187 0.090 0.103 0.419 1.000 0.053 0.077 0.268 0.391 -0.417 0.423 -0.417 -0.024 -0.303 | -| p4415_s | -0.124 -0.117 -0.124 0.021 -0.122 -0.061 0.061 0.120 0.122 -0.016 -0.055 0.026 0.030 0.123 0.053 1.000 0.023 0.079 0.115 -0.123 0.124 -0.123 -0.007 -0.089 | -| omega_p | -0.181 -0.171 -0.181 0.031 -0.178 -0.090 0.090 0.176 0.178 -0.023 -0.079 0.039 0.044 0.180 0.077 0.023 1.000 0.116 0.169 -0.179 0.182 -0.180 -0.010 -0.131 | -| Ctt | -0.632 -0.596 -0.632 0.109 -0.622 -0.313 0.313 0.613 0.621 -0.079 -0.280 0.135 0.154 0.629 0.268 0.079 0.116 1.000 0.588 -0.625 0.635 -0.627 -0.036 -0.456 | -| p4160_s | -0.922 -0.869 -0.921 0.159 -0.907 -0.455 0.456 0.895 0.904 -0.116 -0.409 0.196 0.225 0.917 0.391 0.115 0.169 0.588 1.000 -0.912 0.926 -0.914 -0.052 -0.666 | -| bplus_2 | 0.982 0.925 0.981 -0.169 0.966 0.485 -0.486 -0.953 -0.963 0.123 0.435 -0.209 -0.239 -0.976 -0.417 -0.123 -0.179 -0.625 -0.912 1.000 -0.986 0.973 0.055 0.709 | -| p4415_p | -0.996 -0.939 -0.995 0.171 -0.980 -0.492 0.493 0.967 0.977 -0.125 -0.442 0.212 0.243 0.991 0.423 0.124 0.182 0.635 0.926 -0.986 1.000 -0.987 -0.056 -0.719 | -| p4160_p | 0.983 0.927 0.982 -0.169 0.967 0.485 -0.487 -0.954 -0.965 0.123 0.436 -0.209 -0.240 -0.978 -0.417 -0.123 -0.180 -0.627 -0.914 0.973 -0.987 1.000 0.055 0.710 | -| omega_s | 0.056 0.053 0.056 -0.010 0.055 0.028 -0.028 -0.054 -0.055 0.007 0.025 -0.012 -0.014 -0.056 -0.024 -0.007 -0.010 -0.036 -0.052 0.055 -0.056 0.055 1.000 0.040 | -| p3770_p | 0.717 0.676 0.716 -0.123 0.705 0.354 -0.355 -0.695 -0.704 0.090 0.318 -0.151 -0.175 -0.713 -0.303 -0.089 -0.131 -0.456 -0.666 0.709 -0.719 0.710 0.040 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.011468011567735692}), (, {'error': 0.04580013696406393}), (, {'error': 0.01814198530757305}), (, {'error': 0.004615805757221425}), (, {'error': 0.05703758792910074}), (, {'error': 0.0045580768361522805}), (, {'error': 0.023951932759827876}), (, {'error': 0.01455886005313678}), (, {'error': 0.027902630585511456}), (, {'error': 0.019510620245680954}), (, {'error': 0.02033109015860335}), (, {'error': 0.0012760462379744625}), (, {'error': 0.00397022225693755}), (, {'error': 0.20656470106110536}), (, {'error': 0.0005731753120726824}), (, {'error': 0.003882611796299562}), (, {'error': 0.019156629158643135}), (, {'error': 0.006972199997080097}), (, {'error': 0.016629518759775586}), (, {'error': 0.03231698969333341}), (, {'error': 6.71848931366357}), (, {'error': 0.06690071544761533}), (, {'error': 0.010773429060058959}), (, {'error': 0.013734785445950637})]) -Toy 20/25 -Time taken: 1 h, 40 min -Projected time left: 25 min -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=834 (834 total) | -| EDM = 2.02E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297297.2365312646 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.414 | 0.017 | | | -2 | 2 | | -| 1 | p4040_p | -2.17 | 0.20 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.77 | 0.03 | | | -2 | 2 | | -| 3 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | -0.99 | 0.31 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 0.88 | 0.13 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.626 | 0.027 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.9 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -6.28 | 0.18 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.03 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.52 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.31 | 0.21 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.58 | 0.17 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.22 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | -2.38 | 0.14 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -2.15 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 9 | 5 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.56 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.018 -0.820 0.300 0.020 0.032 -0.027 -0.077 -0.006 -0.045 -0.030 0.000 0.051 -0.008 0.001 0.012 0.123 0.002 0.050 0.034 0.037 0.021 -0.033 0.020 | -| p4040_p | 0.018 1.000 0.021 0.004 0.037 -0.239 -0.003 -0.036 -0.198 -0.005 -0.001 0.025 -0.037 0.162 0.022 -0.049 -0.001 -0.354 0.235 -0.080 0.193 0.354 0.003 0.225 | -| bplus_1 | -0.820 0.021 1.000 -0.189 0.199 -0.007 0.016 0.138 0.067 0.035 0.022 -0.007 0.101 0.403 -0.005 0.152 -0.080 -0.188 0.010 -0.349 -0.060 0.049 0.022 0.142 | -| rho_s | 0.300 0.004 -0.189 1.000 0.049 0.023 -0.043 0.003 0.012 -0.075 -0.007 -0.001 0.031 0.069 -0.000 0.028 0.514 0.024 0.037 0.043 0.019 0.012 -0.154 0.030 | -| Dbar_p | 0.020 0.037 0.199 0.049 1.000 -0.119 0.003 0.325 0.062 -0.006 -0.002 0.002 0.060 -0.073 0.017 0.043 0.021 -0.299 -0.065 -0.086 -0.020 0.127 -0.004 0.379 | -| p4040_s | 0.032 -0.239 -0.007 0.023 -0.119 1.000 -0.004 -0.062 -0.067 -0.031 0.008 0.008 0.069 -0.132 0.002 0.226 0.014 0.329 0.179 0.115 -0.204 -0.551 0.003 -0.155 | -| phi_p | -0.027 -0.003 0.016 -0.043 0.003 -0.004 1.000 0.001 -0.002 0.358 -0.053 0.001 -0.004 0.000 0.001 -0.002 -0.075 0.005 -0.003 -0.002 -0.003 -0.002 0.078 0.002 | -| jpsi_p | -0.077 -0.036 0.138 0.003 0.325 -0.062 0.001 1.000 0.016 0.031 -0.017 0.051 0.008 0.225 0.041 -0.006 -0.023 0.175 -0.034 0.100 -0.004 0.040 0.015 0.145 | -| psi2s_p | -0.006 -0.198 0.067 0.012 0.062 -0.067 -0.002 0.016 1.000 -0.003 -0.001 0.025 -0.430 0.032 0.027 0.043 0.001 0.166 -0.069 -0.014 -0.110 -0.128 0.003 0.083 | -| phi_s | -0.045 -0.005 0.035 -0.075 -0.006 -0.031 0.358 0.031 -0.003 1.000 -0.018 0.000 -0.018 0.014 0.000 -0.002 -0.018 -0.045 -0.037 -0.123 -0.031 -0.002 -0.009 0.008 | -| rho_p | -0.030 -0.001 0.022 -0.007 -0.002 0.008 -0.053 -0.017 -0.001 -0.018 1.000 0.000 0.001 -0.009 0.000 -0.002 -0.032 0.016 0.009 0.042 0.008 -0.002 -0.011 -0.006 | -| DDstar_s | 0.000 0.025 -0.007 -0.001 0.002 0.008 0.001 0.051 0.025 0.000 0.000 1.000 0.023 0.029 -0.001 -0.002 0.000 -0.002 0.007 0.007 0.036 0.044 -0.000 0.016 | -| p3770_s | 0.051 -0.037 0.101 0.031 0.060 0.069 -0.004 0.008 -0.430 -0.018 0.001 0.023 1.000 0.191 0.028 0.027 0.011 -0.215 0.009 -0.124 -0.001 0.038 0.002 -0.169 | -| DDstar_p | -0.008 0.162 0.403 0.069 -0.073 -0.132 0.000 0.225 0.032 0.014 -0.009 0.029 0.191 1.000 0.002 0.001 0.024 -0.124 -0.059 -0.260 0.033 0.276 -0.008 0.260 | -| Dbar_s | 0.001 0.022 -0.005 -0.000 0.017 0.002 0.001 0.041 0.027 0.000 0.000 -0.001 0.028 0.002 1.000 -0.003 0.000 0.008 0.003 0.004 0.020 0.031 -0.000 0.023 | -| p4415_s | 0.012 -0.049 0.152 0.028 0.043 0.226 -0.002 -0.006 0.043 -0.002 -0.002 -0.002 0.027 0.001 -0.003 1.000 0.011 0.185 0.349 -0.120 -0.187 -0.107 -0.003 -0.062 | -| omega_p | 0.123 -0.001 -0.080 0.514 0.021 0.014 -0.075 -0.023 0.001 -0.018 -0.032 0.000 0.011 0.024 0.000 0.011 1.000 0.021 0.020 0.039 0.010 0.001 -0.770 0.009 | -| Ctt | 0.002 -0.354 -0.188 0.024 -0.299 0.329 0.005 0.175 0.166 -0.045 0.016 -0.002 -0.215 -0.124 0.008 0.185 0.021 1.000 0.281 0.701 -0.044 -0.427 0.005 -0.240 | -| p4160_s | 0.050 0.235 0.010 0.037 -0.065 0.179 -0.003 -0.034 -0.069 -0.037 0.009 0.007 0.009 -0.059 0.003 0.349 0.020 0.281 1.000 0.137 -0.162 -0.202 0.002 -0.070 | -| bplus_2 | 0.034 -0.080 -0.349 0.043 -0.086 0.115 -0.002 0.100 -0.014 -0.123 0.042 0.007 -0.124 -0.260 0.004 -0.120 0.039 0.701 0.137 1.000 0.155 -0.090 0.017 -0.101 | -| p4415_p | 0.037 0.193 -0.060 0.019 -0.020 -0.204 -0.003 -0.004 -0.110 -0.031 0.008 0.036 -0.001 0.033 0.020 -0.187 0.010 -0.044 -0.162 0.155 1.000 0.302 0.005 0.091 | -| p4160_p | 0.021 0.354 0.049 0.012 0.127 -0.551 -0.002 0.040 -0.128 -0.002 -0.002 0.044 0.038 0.276 0.031 -0.107 0.001 -0.427 -0.202 -0.090 0.302 1.000 0.003 0.283 | -| omega_s | -0.033 0.003 0.022 -0.154 -0.004 0.003 0.078 0.015 0.003 -0.009 -0.011 -0.000 0.002 -0.008 -0.000 -0.003 -0.770 0.005 0.002 0.017 0.005 0.003 1.000 -0.002 | -| p3770_p | 0.020 0.225 0.142 0.030 0.379 -0.155 0.002 0.145 0.083 0.008 -0.006 0.016 -0.169 0.260 0.023 -0.062 0.009 -0.240 -0.070 -0.101 0.091 0.283 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.01683653119450823}), (, {'error': 0.19804296536756016}), (, {'error': 0.03498326052184364}), (, {'error': 0.3865683841468977}), (, {'error': 0.31110733147158554}), (, {'error': 0.17101018564118298}), (, {'error': 0.13085910196364514}), (, {'error': 0.02741679291584731}), (, {'error': 0.03162406840583376}), (, {'error': 0.8672257210363803}), (, {'error': 0.17658444044533983}), (, {'error': 0.01948098634732448}), (, {'error': 0.23104211322149082}), (, {'error': 0.3271236301964877}), (, {'error': 0.016804695263916425}), (, {'error': 0.1938422793606891}), (, {'error': 0.3809830955120539}), (, {'error': 0.21314032411702372}), (, {'error': 0.1676151619779509}), (, {'error': 0.07535637458597022}), (, {'error': 0.1399605039800198}), (, {'error': 0.09349204989169246}), (, {'error': 4.525986772457857}), (, {'error': 0.10927450484062051})]) -Toy 21/25 -Time taken: 1 h, 45 min -Projected time left: 20 min -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.979E+05 | Ncalls=550 (561 total) | -| EDM = 7.72E+06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 297936.7719960552 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.315 | 0.005 | | | -2 | 2 | | -| 1 | p4040_p | 1.8 | 8.5 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.548 | 0.008 | | | -2 | 2 | | -| 3 | rho_s | 1.757 | 0.002 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 4.413 | 0.013 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.115 | 0.013 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 3.499 | 0.020 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.743 | 0.004 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 2.103 | 0.004 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 20.262 | 0.014 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 2.13 | 0.04 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -1.548E-1 | 0.016E-1 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.979 | 0.006 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | 0.49 | 0.08 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -2.997E-1 | 0.000E-1 | | | -0.3 | 0.3 | | -| 15| p4415_s | 0.806 | 0.003 | | |0.126447 | 2.35355 | | -| 16| omega_p | -3.907 | 0.025 | | |-6.28319 | 6.28319 | | -| 17| Ctt | 0.139 | 0.023 | | | -1.5 | 1.5 | | -| 18| p4160_s | 0.358E1 | 0.000E1 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.289 | 0.004 | | | -2 | 2 | | -| 20| p4415_p | 3.55 | 0.05 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -2.37 | 0.12 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 8.728 | 0.006 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -1.36 | 0.04 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.996 0.991 -0.008 -0.002 -0.964 -0.063 0.577 0.588 -0.027 -0.670 0.846 -0.616 0.948 -0.065 -0.185 -0.211 -0.976 0.747 -0.621 0.952 0.993 -0.007 0.955 | -| p4040_p | -0.996 1.000 -0.995 0.008 0.003 0.968 0.063 -0.579 -0.591 0.027 0.674 -0.850 0.618 -0.953 0.065 0.186 0.212 0.980 -0.750 0.623 -0.957 -0.997 0.007 -0.959 | -| bplus_1 | 0.991 -0.995 1.000 -0.008 -0.002 -0.963 -0.063 0.577 0.587 -0.027 -0.670 0.846 -0.615 0.948 -0.065 -0.185 -0.211 -0.975 0.746 -0.621 0.952 0.992 -0.007 0.955 | -| rho_s | -0.008 0.008 -0.008 1.000 0.000 0.008 0.001 -0.005 -0.005 0.000 0.004 -0.007 0.005 -0.008 0.001 0.002 0.002 0.008 -0.006 0.005 -0.008 -0.008 0.000 -0.008 | -| Dbar_p | -0.002 0.003 -0.002 0.000 1.000 0.003 -0.001 -0.005 0.003 -0.000 -0.001 -0.002 0.002 -0.002 0.000 0.000 -0.000 0.003 -0.002 0.008 -0.002 -0.002 -0.000 -0.004 | -| p4040_s | -0.964 0.968 -0.963 0.008 0.003 1.000 0.061 -0.560 -0.571 0.026 0.652 -0.823 0.599 -0.922 0.063 0.180 0.205 0.948 -0.726 0.603 -0.926 -0.965 0.007 -0.928 | -| phi_p | -0.063 0.063 -0.063 0.001 -0.001 0.061 1.000 -0.037 -0.037 0.001 0.043 -0.054 0.039 -0.060 0.004 0.012 0.014 0.062 -0.048 0.041 -0.061 -0.063 0.000 -0.061 | -| jpsi_p | 0.577 -0.579 0.577 -0.005 -0.005 -0.560 -0.037 1.000 0.342 -0.016 -0.391 0.493 -0.358 0.551 -0.038 -0.108 -0.123 -0.567 0.434 -0.356 0.554 0.578 -0.004 0.555 | -| psi2s_p | 0.588 -0.591 0.587 -0.005 0.003 -0.571 -0.037 0.342 1.000 -0.016 -0.397 0.502 -0.366 0.561 -0.038 -0.110 -0.125 -0.579 0.443 -0.369 0.565 0.589 -0.004 0.568 | -| phi_s | -0.027 0.027 -0.027 0.000 -0.000 0.026 0.001 -0.016 -0.016 1.000 0.018 -0.023 0.017 -0.026 0.002 0.005 0.006 0.026 -0.020 0.017 -0.026 -0.027 0.000 -0.026 | -| rho_p | -0.670 0.674 -0.670 0.004 -0.001 0.652 0.043 -0.391 -0.397 0.018 1.000 -0.572 0.417 -0.641 0.044 0.125 0.145 0.660 -0.505 0.425 -0.644 -0.672 0.004 -0.646 | -| DDstar_s | 0.846 -0.850 0.846 -0.007 -0.002 -0.823 -0.054 0.493 0.502 -0.023 -0.572 1.000 -0.526 0.809 -0.055 -0.158 -0.180 -0.833 0.638 -0.530 0.813 0.848 -0.006 0.816 | -| p3770_s | -0.616 0.618 -0.615 0.005 0.002 0.599 0.039 -0.358 -0.366 0.017 0.417 -0.526 1.000 -0.589 0.040 0.115 0.131 0.606 -0.464 0.385 -0.591 -0.617 0.004 -0.594 | -| DDstar_p | 0.948 -0.953 0.948 -0.008 -0.002 -0.922 -0.060 0.551 0.561 -0.026 -0.641 0.809 -0.589 1.000 -0.062 -0.177 -0.202 -0.933 0.714 -0.594 0.911 0.950 -0.006 0.914 | -| Dbar_s | -0.065 0.065 -0.065 0.001 0.000 0.063 0.004 -0.038 -0.038 0.002 0.044 -0.055 0.040 -0.062 1.000 0.012 0.014 0.064 -0.049 0.041 -0.062 -0.065 0.000 -0.062 | -| p4415_s | -0.185 0.186 -0.185 0.002 0.000 0.180 0.012 -0.108 -0.110 0.005 0.125 -0.158 0.115 -0.177 0.012 1.000 0.039 0.182 -0.140 0.116 -0.178 -0.185 0.001 -0.178 | -| omega_p | -0.211 0.212 -0.211 0.002 -0.000 0.205 0.014 -0.123 -0.125 0.006 0.145 -0.180 0.131 -0.202 0.014 0.039 1.000 0.208 -0.159 0.134 -0.203 -0.211 0.000 -0.203 | -| Ctt | -0.976 0.980 -0.975 0.008 0.003 0.948 0.062 -0.567 -0.579 0.026 0.660 -0.833 0.606 -0.933 0.064 0.182 0.208 1.000 -0.735 0.610 -0.937 -0.977 0.007 -0.940 | -| p4160_s | 0.747 -0.750 0.746 -0.006 -0.002 -0.726 -0.048 0.434 0.443 -0.020 -0.505 0.638 -0.464 0.714 -0.049 -0.140 -0.159 -0.735 1.000 -0.468 0.717 0.748 -0.005 0.720 | -| bplus_2 | -0.621 0.623 -0.621 0.005 0.008 0.603 0.041 -0.356 -0.369 0.017 0.425 -0.530 0.385 -0.594 0.041 0.116 0.134 0.610 -0.468 1.000 -0.596 -0.622 0.004 -0.597 | -| p4415_p | 0.952 -0.957 0.952 -0.008 -0.002 -0.926 -0.061 0.554 0.565 -0.026 -0.644 0.813 -0.591 0.911 -0.062 -0.178 -0.203 -0.937 0.717 -0.596 1.000 0.954 -0.006 0.918 | -| p4160_p | 0.993 -0.997 0.992 -0.008 -0.002 -0.965 -0.063 0.578 0.589 -0.027 -0.672 0.848 -0.617 0.950 -0.065 -0.185 -0.211 -0.977 0.748 -0.622 0.954 1.000 -0.007 0.957 | -| omega_s | -0.007 0.007 -0.007 0.000 -0.000 0.007 0.000 -0.004 -0.004 0.000 0.004 -0.006 0.004 -0.006 0.000 0.001 0.000 0.007 -0.005 0.004 -0.006 -0.007 1.000 -0.006 | -| p3770_p | 0.955 -0.959 0.955 -0.008 -0.004 -0.928 -0.061 0.555 0.568 -0.026 -0.646 0.816 -0.594 0.914 -0.062 -0.178 -0.203 -0.940 0.720 -0.597 0.918 0.957 -0.006 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.0049082067970620535}), (, {'error': 8.504702697045293}), (, {'error': 0.007734638721571319}), (, {'error': 0.0023886471518685948}), (, {'error': 0.013433456265651067}), (, {'error': 0.012725882562550694}), (, {'error': 0.020338800620887554}), (, {'error': 0.003923915091077923}), (, {'error': 0.004463073044559174}), (, {'error': 0.013619066671012092}), (, {'error': 0.04272236931781137}), (, {'error': 0.0015598064423200941}), (, {'error': 0.006092323689903978}), (, {'error': 0.07935727170825047}), (, {'error': 3.9859576602241376e-05}), (, {'error': 0.0033363573031590654}), (, {'error': 0.02451747323703346}), (, {'error': 0.022723473829050933}), (, {'error': 0.002662599452119885}), (, {'error': 0.004347133576809048}), (, {'error': 0.047629344342854374}), (, {'error': 0.1151956930349145}), (, {'error': 0.005641737404904035}), (, {'error': 0.04327530274809677})]) -Toy 22/25 -Time taken: 1 h, 49 min -Projected time left: 14 min, 54 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1371 (1371 total) | -| EDM = 0.00188 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297351.6173118829 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | -0.400 | 0.010 | | | -2 | 2 | | -| 1 | p4040_p | 3.75 | 0.14 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | 0.818 | 0.022 | | | -2 | 2 | | -| 3 | rho_s | 1.13 | 0.26 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 0.20 | 0.45 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.29 | 0.16 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 6.27 | 0.22 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.548 | 0.022 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.795 | 0.029 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.2 | 0.8 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -0.81 | 0.29 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.10 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.68 | 0.24 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -6.3 | 1.5 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.41 | 0.15 | | |0.126447 | 2.35355 | | -| 16| omega_p | -5.79 | 0.21 | | |-6.28319 | 6.28319 | | -| 17| Ctt | 0.03 | 0.22 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.24 | 0.16 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | 0.17 | 0.06 | | | -2 | 2 | | -| 20| p4415_p | -2.14 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.08 | 0.08 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 8.2 | 1.1 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.75 | 0.19 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.550 0.796 -0.289 -0.780 0.589 -0.000 0.298 0.411 0.184 -0.104 0.651 0.584 0.572 -0.926 0.197 -0.009 0.833 0.543 0.697 0.549 0.309 0.124 -0.800 | -| p4040_p | 0.550 1.000 0.554 -0.178 -0.592 0.344 -0.000 0.283 0.242 0.104 -0.043 0.448 0.389 0.293 -0.584 0.180 -0.002 0.472 0.526 0.456 0.433 0.305 0.075 -0.447 | -| bplus_1 | 0.796 0.554 1.000 -0.262 -0.785 0.594 -0.000 0.307 0.413 0.174 -0.099 0.655 0.586 0.576 -0.931 0.198 -0.008 0.838 0.548 0.700 0.554 0.311 0.116 -0.807 | -| rho_s | -0.289 -0.178 -0.262 1.000 0.249 -0.197 -0.000 -0.111 -0.132 -0.083 0.065 -0.205 -0.195 -0.185 0.293 -0.070 0.181 -0.260 -0.184 -0.184 -0.180 -0.099 -0.204 0.256 | -| Dbar_p | -0.780 -0.592 -0.785 0.249 1.000 -0.555 0.000 -0.441 -0.476 -0.157 0.068 -0.623 -0.656 -0.657 0.840 -0.198 0.003 -0.795 -0.507 -0.709 -0.528 -0.371 -0.110 0.682 | -| p4040_s | 0.589 0.344 0.594 -0.197 -0.555 1.000 -0.000 0.250 0.277 0.110 -0.038 0.465 0.484 0.358 -0.669 0.219 -0.002 0.654 0.398 0.529 0.329 0.004 0.083 -0.583 | -| phi_p | -0.000 -0.000 -0.000 -0.000 0.000 -0.000 1.000 -0.000 -0.000 0.008 0.001 -0.000 -0.000 -0.000 0.000 -0.000 0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 0.000 | -| jpsi_p | 0.298 0.283 0.307 -0.111 -0.441 0.250 -0.000 1.000 0.277 0.042 -0.009 0.237 0.335 0.068 -0.349 0.048 -0.003 0.267 0.200 0.313 0.262 0.240 0.037 -0.281 | -| psi2s_p | 0.411 0.242 0.413 -0.132 -0.476 0.277 -0.000 0.277 1.000 0.080 -0.035 0.326 0.165 0.206 -0.455 0.104 -0.002 0.490 0.242 0.386 0.266 0.164 0.057 -0.352 | -| phi_s | 0.184 0.104 0.174 -0.083 -0.157 0.110 0.008 0.042 0.080 1.000 0.030 0.131 0.108 0.109 -0.183 0.039 0.012 0.161 0.099 0.194 0.100 0.056 0.057 -0.157 | -| rho_p | -0.104 -0.043 -0.099 0.065 0.068 -0.038 0.001 -0.009 -0.035 0.030 1.000 -0.061 -0.041 -0.046 0.082 -0.014 0.034 -0.073 -0.031 -0.177 -0.033 -0.023 -0.002 0.064 | -| DDstar_s | 0.651 0.448 0.655 -0.205 -0.623 0.465 -0.000 0.237 0.326 0.131 -0.061 1.000 0.483 0.479 -0.745 0.162 -0.004 0.675 0.433 0.590 0.427 0.251 0.090 -0.629 | -| p3770_s | 0.584 0.389 0.586 -0.195 -0.656 0.484 -0.000 0.335 0.165 0.108 -0.041 0.483 1.000 0.354 -0.641 0.171 -0.002 0.566 0.412 0.512 0.410 0.251 0.081 -0.594 | -| DDstar_p | 0.572 0.293 0.576 -0.185 -0.657 0.358 -0.000 0.068 0.206 0.109 -0.046 0.479 0.354 1.000 -0.629 0.169 -0.005 0.573 0.354 0.493 0.266 0.048 0.078 -0.555 | -| Dbar_s | -0.926 -0.584 -0.931 0.293 0.840 -0.669 0.000 -0.349 -0.455 -0.183 0.082 -0.745 -0.641 -0.629 1.000 -0.269 0.006 -0.901 -0.622 -0.800 -0.586 -0.306 -0.128 0.873 | -| p4415_s | 0.197 0.180 0.198 -0.070 -0.198 0.219 -0.000 0.048 0.104 0.039 -0.014 0.162 0.171 0.169 -0.269 1.000 -0.001 0.315 0.290 0.243 0.107 0.136 0.030 -0.247 | -| omega_p | -0.009 -0.002 -0.008 0.181 0.003 -0.002 0.000 -0.003 -0.002 0.012 0.034 -0.004 -0.002 -0.005 0.006 -0.001 1.000 -0.005 -0.001 -0.018 -0.001 -0.001 0.623 0.004 | -| Ctt | 0.833 0.472 0.838 -0.260 -0.795 0.654 -0.000 0.267 0.490 0.161 -0.073 0.675 0.566 0.573 -0.901 0.315 -0.005 1.000 0.605 0.623 0.508 0.204 0.112 -0.784 | -| p4160_s | 0.543 0.526 0.548 -0.184 -0.507 0.398 -0.000 0.200 0.242 0.099 -0.031 0.433 0.412 0.354 -0.622 0.290 -0.001 0.605 1.000 0.473 0.276 0.140 0.077 -0.539 | -| bplus_2 | 0.697 0.456 0.700 -0.184 -0.709 0.529 -0.000 0.313 0.386 0.194 -0.177 0.590 0.512 0.493 -0.800 0.243 -0.018 0.623 0.473 1.000 0.420 0.224 0.099 -0.701 | -| p4415_p | 0.549 0.433 0.554 -0.180 -0.528 0.329 -0.000 0.262 0.266 0.100 -0.033 0.427 0.410 0.266 -0.586 0.107 -0.001 0.508 0.276 0.420 1.000 0.352 0.075 -0.479 | -| p4160_p | 0.309 0.305 0.311 -0.099 -0.371 0.004 -0.000 0.240 0.164 0.056 -0.023 0.251 0.251 0.048 -0.306 0.136 -0.001 0.204 0.140 0.224 0.352 1.000 0.041 -0.201 | -| omega_s | 0.124 0.075 0.116 -0.204 -0.110 0.083 -0.000 0.037 0.057 0.057 -0.002 0.090 0.081 0.078 -0.128 0.030 0.623 0.112 0.077 0.099 0.075 0.041 1.000 -0.112 | -| p3770_p | -0.800 -0.447 -0.807 0.256 0.682 -0.583 0.000 -0.281 -0.352 -0.157 0.064 -0.629 -0.594 -0.555 0.873 -0.247 0.004 -0.784 -0.539 -0.701 -0.479 -0.201 -0.112 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010489610204018507}), (, {'error': 0.14200215662361515}), (, {'error': 0.02210908464213568}), (, {'error': 0.2603872502978035}), (, {'error': 0.4541392777369815}), (, {'error': 0.16280593722339354}), (, {'error': 0.22223526969079543}), (, {'error': 0.021527883295391792}), (, {'error': 0.028820268144345462}), (, {'error': 0.7584235793903744}), (, {'error': 0.2932827042201325}), (, {'error': 0.10354069546804383}), (, {'error': 0.23608002947877305}), (, {'error': 1.4669193891528938}), (, {'error': 0.45923719414620484}), (, {'error': 0.14821609542748537}), (, {'error': 0.2119984406067692}), (, {'error': 0.21992772656301962}), (, {'error': 0.15843954194670307}), (, {'error': 0.06278518573613168}), (, {'error': 0.15270513422895093}), (, {'error': 0.07915419290530679}), (, {'error': 1.0938035012003269}), (, {'error': 0.18755345090337028})]) -Toy 23/25 -Time taken: 1 h, 55 min -Projected time left: 10 min, 2 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1680 (1680 total) | -| EDM = 0.000397 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297162.1115507864 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.459 | 0.010 | | | -2 | 2 | | -| 1 | p4040_p | -2.63 | 0.10 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.903 | 0.021 | | | -2 | 2 | | -| 3 | rho_s | 0.69 | 0.22 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 0.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 1.32 | 0.20 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 0.50 | 0.17 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | 1.60 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.798 | 0.030 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 18.0 | 0.7 | | | 14.8182 | 23.5818 | | -| 10| rho_p | -0.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | | -| 12| p3770_s | 2.41 | 0.15 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -6.3 | 1.3 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | 0.20 | 0.14 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.34 | 0.21 | | |0.126447 | 2.35355 | | -| 16| omega_p | -0.009 | 0.187 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.006 | 0.101 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.42 | 0.18 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.21 | 0.03 | | | -2 | 2 | | -| 20| p4415_p | 3.90 | 0.15 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | -2.39 | 0.06 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 6.0 | 0.7 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | 3.38 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 0.265 0.868 0.295 0.821 -0.792 0.008 -0.779 -0.642 0.043 -0.099 0.945 -0.071 0.904 -0.863 -0.740 -0.042 0.596 -0.762 0.282 -0.645 0.151 -0.081 0.586 | -| p4040_p | 0.265 1.000 0.265 0.083 0.320 -0.272 0.003 -0.218 -0.231 0.012 -0.034 0.293 -0.049 0.241 -0.269 -0.216 -0.013 0.091 -0.120 0.130 -0.131 0.148 -0.024 0.244 | -| bplus_1 | 0.868 0.265 1.000 0.282 0.826 -0.797 0.007 -0.784 -0.646 0.044 -0.105 0.950 -0.074 0.908 -0.867 -0.744 -0.042 0.599 -0.768 0.282 -0.650 0.150 -0.078 0.588 | -| rho_s | 0.295 0.083 0.282 1.000 0.263 -0.261 0.061 -0.258 -0.210 0.009 0.002 0.305 -0.033 0.289 -0.278 -0.242 0.084 0.204 -0.253 0.035 -0.213 0.048 -0.288 0.192 | -| Dbar_p | 0.821 0.320 0.826 0.263 1.000 -0.749 0.008 -0.698 -0.565 0.045 -0.112 0.882 0.003 0.882 -0.835 -0.720 -0.039 0.624 -0.730 0.245 -0.588 0.211 -0.072 0.572 | -| p4040_s | -0.792 -0.272 -0.797 -0.261 -0.749 1.000 -0.006 0.721 0.575 -0.046 0.118 -0.851 0.117 -0.830 0.786 0.700 0.039 -0.490 0.696 -0.286 0.559 -0.260 0.072 -0.519 | -| phi_p | 0.008 0.003 0.007 0.061 0.008 -0.006 1.000 -0.009 -0.006 0.528 -0.062 0.008 0.001 0.007 -0.006 -0.006 0.010 0.007 -0.006 0.008 -0.005 0.002 -0.031 0.005 | -| jpsi_p | -0.779 -0.218 -0.784 -0.258 -0.698 0.721 -0.009 1.000 0.615 -0.053 0.118 -0.833 0.119 -0.832 0.792 0.663 0.039 -0.581 0.685 -0.286 0.585 -0.098 0.068 -0.505 | -| psi2s_p | -0.642 -0.231 -0.646 -0.210 -0.565 0.575 -0.006 0.615 1.000 -0.037 0.093 -0.684 -0.064 -0.684 0.647 0.548 0.032 -0.357 0.549 -0.257 0.464 -0.115 0.058 -0.410 | -| phi_s | 0.043 0.012 0.044 0.009 0.045 -0.046 0.528 -0.053 -0.037 1.000 -0.027 0.051 -0.010 0.046 -0.046 -0.041 0.012 0.038 -0.045 -0.026 -0.038 0.006 -0.002 0.033 | -| rho_p | -0.099 -0.034 -0.105 0.002 -0.112 0.118 -0.062 0.118 0.093 -0.027 1.000 -0.132 0.020 -0.123 0.120 0.105 -0.068 -0.097 0.115 0.093 0.098 -0.019 0.072 -0.089 | -| DDstar_s | 0.945 0.293 0.950 0.305 0.882 -0.851 0.008 -0.833 -0.684 0.051 -0.132 1.000 -0.082 0.945 -0.941 -0.807 -0.046 0.638 -0.824 0.336 -0.682 0.179 -0.084 0.617 | -| p3770_s | -0.071 -0.049 -0.074 -0.033 0.003 0.117 0.001 0.119 -0.064 -0.010 0.020 -0.082 1.000 -0.113 0.079 0.072 0.005 -0.087 0.087 -0.014 0.079 0.013 0.007 -0.157 | -| DDstar_p | 0.904 0.241 0.908 0.289 0.882 -0.830 0.007 -0.832 -0.684 0.046 -0.123 0.945 -0.113 1.000 -0.886 -0.767 -0.044 0.603 -0.795 0.331 -0.682 0.103 -0.081 0.578 | -| Dbar_s | -0.863 -0.269 -0.867 -0.278 -0.835 0.786 -0.006 0.792 0.647 -0.046 0.120 -0.941 0.079 -0.886 1.000 0.749 0.042 -0.627 0.757 -0.279 0.629 -0.152 0.077 -0.525 | -| p4415_s | -0.740 -0.216 -0.744 -0.242 -0.720 0.700 -0.006 0.663 0.548 -0.041 0.105 -0.807 0.072 -0.767 0.749 1.000 0.036 -0.447 0.704 -0.307 0.520 -0.099 0.067 -0.506 | -| omega_p | -0.042 -0.013 -0.042 0.084 -0.039 0.039 0.010 0.039 0.032 0.012 -0.068 -0.046 0.005 -0.044 0.042 0.036 1.000 -0.031 0.038 -0.003 0.032 -0.007 0.304 -0.029 | -| Ctt | 0.596 0.091 0.599 0.204 0.624 -0.490 0.007 -0.581 -0.357 0.038 -0.097 0.638 -0.087 0.603 -0.627 -0.447 -0.031 1.000 -0.468 0.417 -0.437 0.012 -0.057 0.372 | -| p4160_s | -0.762 -0.120 -0.768 -0.253 -0.730 0.696 -0.006 0.685 0.549 -0.045 0.115 -0.824 0.087 -0.795 0.757 0.704 0.038 -0.468 1.000 -0.265 0.523 -0.177 0.069 -0.508 | -| bplus_2 | 0.282 0.130 0.282 0.035 0.245 -0.286 0.008 -0.286 -0.257 -0.026 0.093 0.336 -0.014 0.331 -0.279 -0.307 -0.003 0.417 -0.265 1.000 -0.185 0.107 -0.022 0.230 | -| p4415_p | -0.645 -0.131 -0.650 -0.213 -0.588 0.559 -0.005 0.585 0.464 -0.038 0.098 -0.682 0.079 -0.682 0.629 0.520 0.032 -0.437 0.523 -0.185 1.000 -0.011 0.058 -0.400 | -| p4160_p | 0.151 0.148 0.150 0.048 0.211 -0.260 0.002 -0.098 -0.115 0.006 -0.019 0.179 0.013 0.103 -0.152 -0.099 -0.007 0.012 -0.177 0.107 -0.011 1.000 -0.014 0.177 | -| omega_s | -0.081 -0.024 -0.078 -0.288 -0.072 0.072 -0.031 0.068 0.058 -0.002 0.072 -0.084 0.007 -0.081 0.077 0.067 0.304 -0.057 0.069 -0.022 0.058 -0.014 1.000 -0.054 | -| p3770_p | 0.586 0.244 0.588 0.192 0.572 -0.519 0.005 -0.505 -0.410 0.033 -0.089 0.617 -0.157 0.578 -0.525 -0.506 -0.029 0.372 -0.508 0.230 -0.400 0.177 -0.054 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.010283677709442163}), (, {'error': 0.0969322555213441}), (, {'error': 0.02081746306414345}), (, {'error': 0.21909980919567207}), (, {'error': 0.49454009658070186}), (, {'error': 0.19544343601955105}), (, {'error': 0.16650770090119726}), (, {'error': 0.03213443616102074}), (, {'error': 0.030227664945011945}), (, {'error': 0.7277848372247337}), (, {'error': 0.3962889903865596}), (, {'error': 0.3019413158601831}), (, {'error': 0.1531263682907491}), (, {'error': 1.2577022868736685}), (, {'error': 0.1418036261786884}), (, {'error': 0.2079850777237019}), (, {'error': 0.18732953869025382}), (, {'error': 0.10090156595296318}), (, {'error': 0.18064703385417058}), (, {'error': 0.033463049211809426}), (, {'error': 0.1519365388834526}), (, {'error': 0.05864494484153604}), (, {'error': 0.7275992718655848}), (, {'error': 0.10681300352832501})]) -Toy 24/25 -Time taken: 2 h, 2 min -Projected time left: 5 min, 7 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1465 (1465 total) | -| EDM = 9.9E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297212.0065802127 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | bplus_0 | 0.481 | 0.020 | | | -2 | 2 | | -| 1 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 2 | bplus_1 | -0.85 | 0.04 | | | -2 | 2 | | -| 3 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 4 | Dbar_p | 2.18 | 0.26 | | |-6.28319 | 6.28319 | | -| 5 | p4040_s | 0.005 | 0.063 | | |0.00501244| 2.01499 | | -| 6 | phi_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 7 | jpsi_p | -1.613 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | psi2s_p | 1.948 | 0.030 | | |-6.28319 | 6.28319 | | -| 9 | phi_s | 16.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 10| rho_p | 6.16 | 0.27 | | |-6.28319 | 6.28319 | | -| 11| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 12| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | | -| 13| DDstar_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | | -| 14| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | | -| 15| p4415_s | 1.18 | 0.19 | | |0.126447 | 2.35355 | | -| 16| omega_p | -5.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 17| Ctt | -0.91 | 0.20 | | | -1.5 | 1.5 | | -| 18| p4160_s | 2.14 | 0.15 | | | 0.71676 | 3.68324 | | -| 19| bplus_2 | -0.43 | 0.08 | | | -2 | 2 | | -| 20| p4415_p | 4.46 | 0.17 | | |-6.28319 | 6.28319 | | -| 21| p4160_p | 4.46 | 0.09 | | |-6.28319 | 6.28319 | | -| 22| omega_s | 8.7 | 1.3 | | | 4.19232 | 9.40768 | | -| 23| p3770_p | -2.64 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | bplus_0 p4040_p bplus_1 rho_s Dbar_p p4040_s phi_p jpsi_p psi2s_p phi_s rho_p DDstar_s p3770_s DDstar_p Dbar_s p4415_s omega_p Ctt p4160_s bplus_2 p4415_p p4160_p omega_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| bplus_0 | 1.000 -0.001 -0.902 0.224 0.048 0.001 -0.002 -0.063 -0.008 -0.019 -0.020 -0.002 0.040 0.002 0.001 0.022 0.077 -0.020 0.035 -0.121 0.013 0.014 0.005 0.033 | -| p4040_p | -0.001 1.000 0.001 0.000 0.001 -0.588 -0.000 0.008 0.021 0.001 -0.001 -0.000 0.003 -0.002 -0.001 -0.002 0.000 0.028 -0.027 0.005 -0.009 -0.014 0.000 -0.015 | -| bplus_1 | -0.902 0.001 1.000 -0.176 0.216 -0.003 -0.001 0.016 0.050 0.015 0.034 -0.044 0.022 0.000 -0.004 0.108 -0.063 -0.184 0.026 -0.143 -0.100 -0.045 -0.004 0.056 | -| rho_s | 0.224 0.000 -0.176 1.000 0.046 -0.001 -0.009 -0.017 0.005 0.017 0.254 -0.006 0.007 0.001 0.000 0.022 0.452 0.011 0.028 0.015 0.006 -0.002 0.105 0.009 | -| Dbar_p | 0.048 0.001 0.216 0.046 1.000 0.004 -0.001 0.312 -0.011 -0.014 0.026 0.013 0.028 0.003 0.014 0.023 0.013 -0.281 -0.059 -0.098 -0.096 0.015 -0.003 0.401 | -| p4040_s | 0.001 -0.588 -0.003 -0.001 0.004 1.000 0.000 -0.009 -0.024 -0.000 -0.001 -0.000 -0.006 0.003 0.002 -0.002 -0.001 -0.049 0.034 -0.011 0.020 0.039 -0.000 0.025 | -| phi_p | -0.002 -0.000 -0.001 -0.009 -0.001 0.000 1.000 0.015 0.003 -0.496 -0.032 -0.000 0.001 -0.000 -0.000 0.000 -0.010 0.004 0.001 0.002 0.002 0.002 0.008 0.002 | -| jpsi_p | -0.063 0.008 0.016 -0.017 0.312 -0.009 0.015 1.000 -0.048 0.013 -0.073 0.008 -0.053 0.045 0.035 -0.005 -0.018 0.222 0.004 0.172 0.003 -0.046 -0.015 0.054 | -| psi2s_p | -0.008 0.021 0.050 0.005 -0.011 -0.024 0.003 -0.048 1.000 -0.005 0.001 0.019 -0.453 0.024 0.024 0.018 -0.004 0.122 -0.031 -0.027 -0.102 -0.165 -0.006 0.001 | -| phi_s | -0.019 0.001 0.015 0.017 -0.014 -0.000 -0.496 0.013 -0.005 1.000 0.068 -0.001 -0.013 -0.000 -0.001 -0.007 0.036 -0.034 -0.026 -0.090 -0.025 -0.012 0.046 -0.000 | -| rho_p | -0.020 -0.001 0.034 0.254 0.026 -0.001 -0.032 -0.073 0.001 0.068 1.000 0.001 0.012 0.001 0.001 0.014 -0.004 0.070 0.050 0.197 0.046 0.013 0.042 -0.013 | -| DDstar_s | -0.002 -0.000 -0.044 -0.006 0.013 -0.000 -0.000 0.008 0.019 -0.001 0.001 1.000 -0.005 0.005 -0.001 0.005 -0.002 0.011 0.014 0.031 0.022 0.010 -0.000 -0.015 | -| p3770_s | 0.040 0.003 0.022 0.007 0.028 -0.006 0.001 -0.053 -0.453 -0.013 0.012 -0.005 1.000 0.018 0.018 -0.006 -0.001 -0.260 0.013 -0.108 0.007 0.038 -0.006 -0.235 | -| DDstar_p | 0.002 -0.002 0.000 0.001 0.003 0.003 -0.000 0.045 0.024 -0.000 0.001 0.005 0.018 1.000 -0.001 -0.000 0.001 0.002 0.003 0.002 0.019 0.034 0.000 0.021 | -| Dbar_s | 0.001 -0.001 -0.004 0.000 0.014 0.002 -0.000 0.035 0.024 -0.001 0.001 -0.001 0.018 -0.001 1.000 0.001 0.000 0.014 0.002 0.006 0.010 0.020 0.000 0.023 | -| p4415_s | 0.022 -0.002 0.108 0.022 0.023 -0.002 0.000 -0.005 0.018 -0.007 0.014 0.005 -0.006 -0.000 0.001 1.000 0.005 0.208 0.295 -0.034 -0.104 0.034 -0.002 -0.066 | -| omega_p | 0.077 0.000 -0.063 0.452 0.013 -0.001 -0.010 -0.018 -0.004 0.036 -0.004 -0.002 -0.001 0.001 0.000 0.005 1.000 -0.004 0.004 -0.016 -0.004 -0.005 0.769 0.002 | -| Ctt | -0.020 0.028 -0.184 0.011 -0.281 -0.049 0.004 0.222 0.122 -0.034 0.070 0.011 -0.260 0.002 0.014 0.208 -0.004 1.000 0.347 0.737 0.043 -0.273 -0.014 -0.260 | -| p4160_s | 0.035 -0.027 0.026 0.028 -0.059 0.034 0.001 0.004 -0.031 -0.026 0.050 0.014 0.013 0.003 0.002 0.295 0.004 0.347 1.000 0.164 -0.234 -0.163 -0.009 -0.105 | -| bplus_2 | -0.121 0.005 -0.143 0.015 -0.098 -0.011 0.002 0.172 -0.027 -0.090 0.197 0.031 -0.108 0.002 0.006 -0.034 -0.016 0.737 0.164 1.000 0.231 0.005 -0.036 -0.105 | -| p4415_p | 0.013 -0.009 -0.100 0.006 -0.096 0.020 0.002 0.003 -0.102 -0.025 0.046 0.022 0.007 0.019 0.010 -0.104 -0.004 0.043 -0.234 0.231 1.000 0.209 -0.011 0.032 | -| p4160_p | 0.014 -0.014 -0.045 -0.002 0.015 0.039 0.002 -0.046 -0.165 -0.012 0.013 0.010 0.038 0.034 0.020 0.034 -0.005 -0.273 -0.163 0.005 0.209 1.000 -0.007 0.152 | -| omega_s | 0.005 0.000 -0.004 0.105 -0.003 -0.000 0.008 -0.015 -0.006 0.046 0.042 -0.000 -0.006 0.000 0.000 -0.002 0.769 -0.014 -0.009 -0.036 -0.011 -0.007 1.000 -0.002 | -| p3770_p | 0.033 -0.015 0.056 0.009 0.401 0.025 0.002 0.054 0.001 -0.000 -0.013 -0.015 -0.235 0.021 0.023 -0.066 0.002 -0.260 -0.105 -0.105 0.032 0.152 -0.002 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02044864589736939}), (, {'error': 8.392813006263072}), (, {'error': 0.036925340361100956}), (, {'error': 0.3449734671489901}), (, {'error': 0.26306060936991127}), (, {'error': 0.0628002090974018}), (, {'error': 0.35205886813706044}), (, {'error': 0.026165487424491207}), (, {'error': 0.030446982799270828}), (, {'error': 0.9235869269712111}), (, {'error': 0.2665822655496486}), (, {'error': 0.02402234476388798}), (, {'error': 0.23155723694802433}), (, {'error': 0.05298237137571915}), (, {'error': 0.012446928626408282}), (, {'error': 0.18798375585063698}), (, {'error': 0.33510472420721227}), (, {'error': 0.1997563672276978}), (, {'error': 0.15437734084543187}), (, {'error': 0.08369020597695742}), (, {'error': 0.17384264655250536}), (, {'error': 0.08881641335687984}), (, {'error': 1.2848444615654104}), (, {'error': 0.09651627789333284})]) -Toy 25/25 -Time taken: 2 h, 9 min -Projected time left: -17/25 fits converged -Mean Ctt value = -0.695377523006505 -Mean Ctt error = 0.1772023773793594 -95 Sensitivy = 0.000263765733410734 -Simulation ended diff --git a/finished fits/ff_3data1/slurm-2247888.out b/finished fits/ff_3data1/slurm-2247888.out deleted file mode 100644 index fa9669f..0000000 --- a/finished fits/ff_3data1/slurm-2247888.out +++ /dev/null @@ -1,5192 +0,0 @@ -Simulation starting -2019-09-05 21:46:11.482917: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1 -2019-09-05 21:46:11.823873: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 21:46:11.824381: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:46:11.826715: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:46:11.828770: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:46:11.829352: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:46:11.831945: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:46:11.834065: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:46:11.840607: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:46:11.846750: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:46:11.847299: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA -2019-09-05 21:46:11.872891: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz -2019-09-05 21:46:11.873309: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55845bd51e50 executing computations on platform Host. Devices: -2019-09-05 21:46:11.873359: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , -2019-09-05 21:46:11.877490: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: -name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 -pciBusID: 0000:8b:00.0 -2019-09-05 21:46:11.877651: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:46:11.877682: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 -2019-09-05 21:46:11.877705: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 -2019-09-05 21:46:11.877730: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0 -2019-09-05 21:46:11.877754: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0 -2019-09-05 21:46:11.877777: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0 -2019-09-05 21:46:11.877802: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 -2019-09-05 21:46:11.886702: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0 -2019-09-05 21:46:11.886870: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0 -2019-09-05 21:46:12.106527: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix: -2019-09-05 21:46:12.106586: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0 -2019-09-05 21:46:12.106600: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N -2019-09-05 21:46:12.115817: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:8b:00.0, compute capability: 3.7) -2019-09-05 21:46:12.118810: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55845c2ae420 executing computations on platform CUDA. Devices: -2019-09-05 21:46:12.118872: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7 -WARNING: Logging before flag parsing goes to stderr. -W0905 21:46:14.541054 139880787973888 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. -Instructions for updating: -Use tf.where in 2.0, which has the same broadcast rule as np.where -W0905 21:46:14.620892 139880787973888 deprecation_wrapper.py:119] From raremodel-nb1.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead. - -W0905 21:46:15.383032 139880787973888 deprecation_wrapper.py:119] From raremodel-nb1.py:244: The name tf.log is deprecated. Please use tf.math.log instead. - -2019-09-05 21:46:51.575568: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. -raremodel-nb1.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig('test.png') -W0905 21:47:06.071973 139880787973888 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. -Instructions for updating: -Prefer Variable.assign which has equivalent behavior in 2.X. -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 327702.4737396 Edm = 1253.6 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 327702.4737396 Edm = 1253.6 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302819.6183845 Edm = 10.3617 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299448.55381 Edm = 121.118 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299418.4312272 Edm = 1025.23 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299395.9770909 Edm = 1.04001 NCalls = 24 -VariableMetric: Iteration # 5 - FCN = 299351.6367397 Edm = 41.4403 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298493.6363765 Edm = 282.198 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298083.7606627 Edm = 25.7066 NCalls = 35 -VariableMetric: Iteration # 8 - FCN = 298066.157936 Edm = 0.653501 NCalls = 37 -VariableMetric: Iteration # 9 - FCN = 298065.5762904 Edm = 0.0704258 NCalls = 38 -VariableMetric: Iteration # 10 - FCN = 298023.2979803 Edm = 44.3756 NCalls = 45 -VariableMetric: Iteration # 11 - FCN = 297755.7358627 Edm = 1.96304 NCalls = 48 -VariableMetric: Iteration # 12 - FCN = 297753.8804463 Edm = 0.066814 NCalls = 50 -VariableMetric: Iteration # 13 - FCN = 297753.5409215 Edm = 0.285835 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297706.7103806 Edm = 23.4919 NCalls = 61 -VariableMetric: Iteration # 15 - FCN = 297624.8046801 Edm = 5.3869 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297619.1230602 Edm = 0.901965 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297618.0209566 Edm = 0.137708 NCalls = 66 -VariableMetric: Iteration # 18 - FCN = 297617.797278 Edm = 0.0776644 NCalls = 68 -VariableMetric: Iteration # 19 - FCN = 297611.6960494 Edm = 5.34771 NCalls = 73 -VariableMetric: Iteration # 20 - FCN = 297570.2822126 Edm = 0.732345 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297569.6573806 Edm = 0.0130668 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297569.6418618 Edm = 0.00680633 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297567.9402742 Edm = 1.76176 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297563.2012503 Edm = 3.18944 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297553.5770416 Edm = 0.653855 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297553.0399925 Edm = 0.0635492 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297553.0015595 Edm = 0.00896194 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297552.989679 Edm = 0.00726074 NCalls = 103 -VariableMetric: Iteration # 29 - FCN = 297552.756851 Edm = 0.306145 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297552.5969915 Edm = 0.138871 NCalls = 112 -VariableMetric: Iteration # 31 - FCN = 297538.7440786 Edm = 6.13849 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297527.4668702 Edm = 1.53044 NCalls = 122 -VariableMetric: Iteration # 33 - FCN = 297523.7594277 Edm = 1.03552 NCalls = 124 -VariableMetric: Iteration # 34 - FCN = 297522.387177 Edm = 0.132703 NCalls = 127 -VariableMetric: Iteration # 35 - FCN = 297522.2657079 Edm = 0.0173312 NCalls = 129 -VariableMetric: Iteration # 36 - FCN = 297522.2385969 Edm = 0.00429826 NCalls = 131 -VariableMetric: Iteration # 37 - FCN = 297522.2315113 Edm = 0.00263357 NCalls = 133 -VariableMetric: Iteration # 38 - FCN = 297522.2228979 Edm = 0.00595222 NCalls = 135 -VariableMetric: Iteration # 39 - FCN = 297522.0366901 Edm = 0.175035 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297513.1168921 Edm = 4.39799 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297504.4343779 Edm = 1.26252 NCalls = 147 -VariableMetric: Iteration # 42 - FCN = 297503.4852374 Edm = 0.0405422 NCalls = 149 -VariableMetric: Iteration # 43 - FCN = 297503.444697 Edm = 0.0042401 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297503.4360339 Edm = 0.00548622 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297503.4175729 Edm = 0.0129874 NCalls = 155 -VariableMetric: Iteration # 46 - FCN = 297503.3101363 Edm = 0.0950189 NCalls = 158 -VariableMetric: Iteration # 47 - FCN = 297494.9039648 Edm = 6.59484 NCalls = 166 -VariableMetric: Iteration # 48 - FCN = 297481.5656065 Edm = 6.4742 NCalls = 171 -VariableMetric: Iteration # 49 - FCN = 297473.5068946 Edm = 1.24378 NCalls = 174 -VariableMetric: Iteration # 50 - FCN = 297471.7117065 Edm = 0.945716 NCalls = 176 -VariableMetric: Iteration # 51 - FCN = 297471.1668895 Edm = 0.237774 NCalls = 177 -VariableMetric: Iteration # 52 - FCN = 297470.9156721 Edm = 0.0390292 NCalls = 179 -VariableMetric: Iteration # 53 - FCN = 297470.86942 Edm = 0.00924564 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297470.8630224 Edm = 0.00618911 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297470.8469337 Edm = 0.00563027 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297470.8012153 Edm = 0.0101946 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297470.781686 Edm = 0.0104498 NCalls = 190 -VariableMetric: Iteration # 58 - FCN = 297470.5182229 Edm = 0.284988 NCalls = 195 -VariableMetric: Iteration # 59 - FCN = 297468.8209986 Edm = 1.45996 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297457.5517776 Edm = 12.6838 NCalls = 207 -VariableMetric: Iteration # 61 - FCN = 297447.3861683 Edm = 0.556727 NCalls = 210 -VariableMetric: Iteration # 62 - FCN = 297446.1573393 Edm = 0.261713 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297445.8162634 Edm = 0.0485945 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297445.7757904 Edm = 0.0174187 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297445.7332172 Edm = 0.0170634 NCalls = 221 -VariableMetric: Iteration # 66 - FCN = 297445.708069 Edm = 0.001758 NCalls = 223 -VariableMetric: Iteration # 67 - FCN = 297445.7052539 Edm = 0.000357261 NCalls = 225 -VariableMetric: Iteration # 68 - FCN = 297445.7046727 Edm = 0.00034906 NCalls = 227 -VariableMetric: Iteration # 69 - FCN = 297445.7028152 Edm = 0.00168353 NCalls = 230 -VariableMetric: Iteration # 70 - FCN = 297445.6644595 Edm = 0.0326691 NCalls = 234 -VariableMetric: Iteration # 71 - FCN = 297442.9338722 Edm = 2.0858 NCalls = 240 -VariableMetric: Iteration # 72 - FCN = 297441.3169449 Edm = 0.996642 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297440.2000025 Edm = 0.149889 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297440.0705728 Edm = 0.0260679 NCalls = 246 -VariableMetric: Iteration # 75 - FCN = 297440.0454446 Edm = 0.00220057 NCalls = 248 -VariableMetric: Iteration # 76 - FCN = 297440.0426561 Edm = 0.000139398 NCalls = 250 -VariableMetric: Iteration # 77 - FCN = 297440.041806 Edm = 0.000673375 NCalls = 253 -VariableMetric: Iteration # 78 - FCN = 297439.9672404 Edm = 0.0670287 NCalls = 258 -VariableMetric: Iteration # 79 - FCN = 297438.207449 Edm = 0.537478 NCalls = 263 -VariableMetric: Iteration # 80 - FCN = 297437.4995829 Edm = 0.240151 NCalls = 266 -VariableMetric: Iteration # 81 - FCN = 297437.3725122 Edm = 0.0489326 NCalls = 268 -VariableMetric: Iteration # 82 - FCN = 297437.3071184 Edm = 0.0139432 NCalls = 270 -VariableMetric: Iteration # 83 - FCN = 297437.2903809 Edm = 0.00138642 NCalls = 272 -VariableMetric: Iteration # 84 - FCN = 297437.288954 Edm = 0.000171898 NCalls = 273 -VariableMetric: Iteration # 85 - FCN = 297437.2885137 Edm = 0.000361091 NCalls = 275 -VariableMetric: Iteration # 86 - FCN = 297437.2787288 Edm = 0.0111535 NCalls = 280 -VariableMetric: Iteration # 87 - FCN = 297437.2661404 Edm = 0.0119589 NCalls = 285 -VariableMetric: Iteration # 88 - FCN = 297435.1418017 Edm = 0.927406 NCalls = 292 -VariableMetric: Iteration # 89 - FCN = 297434.2970047 Edm = 0.0731484 NCalls = 294 -VariableMetric: Iteration # 90 - FCN = 297434.2319623 Edm = 0.0075363 NCalls = 296 -VariableMetric: Iteration # 91 - FCN = 297434.2246945 Edm = 0.00119129 NCalls = 298 -VariableMetric: Iteration # 92 - FCN = 297434.2228939 Edm = 0.000203216 NCalls = 300 -VariableMetric: Iteration # 93 - FCN = 297434.2226742 Edm = 4.07286e-05 NCalls = 302 -VariableMetric: After Hessian - FCN = 297434.2226742 Edm = 3.39492 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297434.2226742 Edm = 3.39492 NCalls = 779 -VariableMetric: Iteration # 95 - FCN = 297431.3024765 Edm = 0.161576 NCalls = 781 -VariableMetric: Iteration # 96 - FCN = 297431.1650023 Edm = 0.0271107 NCalls = 783 -VariableMetric: Iteration # 97 - FCN = 297431.1167769 Edm = 0.0284755 NCalls = 785 -VariableMetric: Iteration # 98 - FCN = 297431.080491 Edm = 0.0149469 NCalls = 788 -VariableMetric: Iteration # 99 - FCN = 297431.0567074 Edm = 0.00565686 NCalls = 790 -VariableMetric: Iteration # 100 - FCN = 297431.0513686 Edm = 0.00106325 NCalls = 792 -VariableMetric: Iteration # 101 - FCN = 297431.0503859 Edm = 0.000134275 NCalls = 794 -VariableMetric: Iteration # 102 - FCN = 297431.0501678 Edm = 4.52021e-05 NCalls = 796 -VariableMetric: After Hessian - FCN = 297431.0501678 Edm = 0.000174565 NCalls = 1287 -VariableMetric: Iteration # 103 - FCN = 297431.0501678 Edm = 0.000174565 NCalls = 1287 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 338291.655259 Edm = 5087.9 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 338291.655259 Edm = 5087.9 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 335039.2830791 Edm = 56.9243 NCalls = 3 -VariableMetric: Iteration # 2 - FCN = 331358.5674707 Edm = 41.6626 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 331349.1400193 Edm = 42.7925 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 310800.1815018 Edm = 1815.01 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 309853.1701321 Edm = 1461.17 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 308664.8860917 Edm = 163.332 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 307991.1510928 Edm = 58.7549 NCalls = 36 -VariableMetric: Iteration # 8 - FCN = 305312.4517077 Edm = 5.21978 NCalls = 47 -VariableMetric: Iteration # 9 - FCN = 305253.1791938 Edm = 15.2867 NCalls = 50 -VariableMetric: Iteration # 10 - FCN = 304819.6049242 Edm = 22.4466 NCalls = 54 -VariableMetric: Iteration # 11 - FCN = 304782.0214743 Edm = 2.8098 NCalls = 57 -VariableMetric: Iteration # 12 - FCN = 304772.084879 Edm = 5.08887 NCalls = 61 -VariableMetric: Iteration # 13 - FCN = 298160.3267023 Edm = 336.579 NCalls = 71 -VariableMetric: Iteration # 14 - FCN = 298158.0967306 Edm = 864.554 NCalls = 74 -VariableMetric: Iteration # 15 - FCN = 297638.0694035 Edm = 14.4814 NCalls = 77 -VariableMetric: Iteration # 16 - FCN = 297585.5917602 Edm = 7.77014 NCalls = 80 -VariableMetric: Iteration # 17 - FCN = 297576.1750689 Edm = 2.18815 NCalls = 82 -VariableMetric: Iteration # 18 - FCN = 297565.1758258 Edm = 7.36231 NCalls = 85 -VariableMetric: Iteration # 19 - FCN = 297492.1618222 Edm = 5.86852 NCalls = 88 -VariableMetric: Iteration # 20 - FCN = 297484.8614154 Edm = 1.95207 NCalls = 90 -VariableMetric: Iteration # 21 - FCN = 297482.5843597 Edm = 0.182729 NCalls = 92 -VariableMetric: Iteration # 22 - FCN = 297482.3538174 Edm = 0.0388646 NCalls = 94 -VariableMetric: Iteration # 23 - FCN = 297481.6864789 Edm = 0.583501 NCalls = 98 -VariableMetric: Iteration # 24 - FCN = 297461.8862789 Edm = 5.0247 NCalls = 103 -VariableMetric: Iteration # 25 - FCN = 297424.855823 Edm = 3.98022 NCalls = 111 -VariableMetric: Iteration # 26 - FCN = 297421.9461622 Edm = 22.2563 NCalls = 113 -VariableMetric: Iteration # 27 - FCN = 297408.1076793 Edm = 4.5141 NCalls = 121 -VariableMetric: Iteration # 28 - FCN = 297404.8512232 Edm = 8.52761 NCalls = 123 -VariableMetric: Iteration # 29 - FCN = 297388.9078566 Edm = 17.4536 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 297374.9095751 Edm = 7.47688 NCalls = 130 -VariableMetric: Iteration # 31 - FCN = 297370.3792091 Edm = 1.05329 NCalls = 132 -VariableMetric: Iteration # 32 - FCN = 297369.4338698 Edm = 0.257006 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297369.2722648 Edm = 0.0453887 NCalls = 136 -VariableMetric: Iteration # 34 - FCN = 297369.1218973 Edm = 0.0934506 NCalls = 138 -VariableMetric: Iteration # 35 - FCN = 297366.7953161 Edm = 2.38369 NCalls = 142 -VariableMetric: Iteration # 36 - FCN = 297297.2536098 Edm = 41.6604 NCalls = 151 -VariableMetric: Iteration # 37 - FCN = 297284.5402649 Edm = 5.20515 NCalls = 153 -VariableMetric: Iteration # 38 - FCN = 297280.0892822 Edm = 1.61168 NCalls = 156 -VariableMetric: Iteration # 39 - FCN = 297279.1172195 Edm = 0.184374 NCalls = 158 -VariableMetric: Iteration # 40 - FCN = 297278.8975425 Edm = 0.0141638 NCalls = 160 -VariableMetric: Iteration # 41 - FCN = 297278.8857496 Edm = 0.00689396 NCalls = 162 -VariableMetric: Iteration # 42 - FCN = 297278.7461224 Edm = 0.165036 NCalls = 166 -VariableMetric: Iteration # 43 - FCN = 297276.6648599 Edm = 1.91128 NCalls = 173 -VariableMetric: Iteration # 44 - FCN = 297234.3384272 Edm = 10.2424 NCalls = 177 -VariableMetric: Iteration # 45 - FCN = 297214.6990695 Edm = 1.18328 NCalls = 180 -VariableMetric: Iteration # 46 - FCN = 297212.567743 Edm = 0.269439 NCalls = 182 -VariableMetric: Iteration # 47 - FCN = 297212.1479482 Edm = 0.0924369 NCalls = 184 -VariableMetric: Iteration # 48 - FCN = 297212.0869382 Edm = 0.0151452 NCalls = 186 -VariableMetric: Iteration # 49 - FCN = 297212.0557317 Edm = 0.01302 NCalls = 188 -VariableMetric: Iteration # 50 - FCN = 297212.0260314 Edm = 0.0125869 NCalls = 190 -VariableMetric: Iteration # 51 - FCN = 297211.8591617 Edm = 0.155227 NCalls = 193 -VariableMetric: Iteration # 52 - FCN = 297184.0150001 Edm = 12.2875 NCalls = 199 -VariableMetric: Iteration # 53 - FCN = 297169.2950212 Edm = 5.73929 NCalls = 201 -VariableMetric: Iteration # 54 - FCN = 297163.868172 Edm = 1.08761 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297162.7228109 Edm = 0.255111 NCalls = 207 -VariableMetric: Iteration # 56 - FCN = 297162.5562329 Edm = 0.0267345 NCalls = 209 -VariableMetric: Iteration # 57 - FCN = 297162.5282463 Edm = 0.00246097 NCalls = 211 -VariableMetric: Iteration # 58 - FCN = 297162.5217211 Edm = 0.00334139 NCalls = 213 -VariableMetric: Iteration # 59 - FCN = 297161.1195795 Edm = 1.14686 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297152.8518977 Edm = 0.224884 NCalls = 223 -VariableMetric: Iteration # 61 - FCN = 297152.5837527 Edm = 0.0128114 NCalls = 225 -VariableMetric: Iteration # 62 - FCN = 297152.5675265 Edm = 0.00204804 NCalls = 227 -VariableMetric: Iteration # 63 - FCN = 297152.5515792 Edm = 0.0142463 NCalls = 230 -VariableMetric: Iteration # 64 - FCN = 297151.5270121 Edm = 0.645846 NCalls = 237 -VariableMetric: Iteration # 65 - FCN = 297148.3614887 Edm = 1.50668 NCalls = 239 -VariableMetric: Iteration # 66 - FCN = 297145.6803102 Edm = 0.911814 NCalls = 241 -VariableMetric: Iteration # 67 - FCN = 297144.3319458 Edm = 0.132864 NCalls = 244 -VariableMetric: Iteration # 68 - FCN = 297144.1641103 Edm = 0.00299945 NCalls = 246 -VariableMetric: Iteration # 69 - FCN = 297144.1608585 Edm = 0.000517835 NCalls = 248 -VariableMetric: Iteration # 70 - FCN = 297144.1584431 Edm = 0.00319318 NCalls = 251 -VariableMetric: Iteration # 71 - FCN = 297144.0567357 Edm = 0.109048 NCalls = 257 -VariableMetric: Iteration # 72 - FCN = 297144.0210536 Edm = 0.0349239 NCalls = 262 -VariableMetric: Iteration # 73 - FCN = 297139.4140832 Edm = 0.197057 NCalls = 267 -VariableMetric: Iteration # 74 - FCN = 297139.2552311 Edm = 0.00620618 NCalls = 269 -VariableMetric: Iteration # 75 - FCN = 297139.2494388 Edm = 0.000130933 NCalls = 270 -VariableMetric: Iteration # 76 - FCN = 297139.2492676 Edm = 5.37848e-05 NCalls = 272 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312522.5174057 Edm = 88.7794 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312522.5174057 Edm = 88.7794 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299803.9239805 Edm = 1.35251 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299433.4928765 Edm = 33.1836 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299415.5597917 Edm = 57.2248 NCalls = 22 -VariableMetric: Iteration # 4 - FCN = 299198.607064 Edm = 291.889 NCalls = 30 -VariableMetric: Iteration # 5 - FCN = 299180.3066111 Edm = 55.8368 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 299010.340059 Edm = 18.2424 NCalls = 38 -VariableMetric: Iteration # 7 - FCN = 298971.7981985 Edm = 6.91489 NCalls = 43 -VariableMetric: Iteration # 8 - FCN = 298922.9609194 Edm = 0.518605 NCalls = 50 -VariableMetric: Iteration # 9 - FCN = 298913.865642 Edm = 4.78337 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 298887.2633144 Edm = 18.9105 NCalls = 56 -VariableMetric: Iteration # 11 - FCN = 298662.0091662 Edm = 142.616 NCalls = 60 -VariableMetric: Iteration # 12 - FCN = 298632.7918426 Edm = 59.8837 NCalls = 63 -VariableMetric: Iteration # 13 - FCN = 297937.6113243 Edm = 105.048 NCalls = 69 -VariableMetric: Iteration # 14 - FCN = 297887.7409429 Edm = 28.566 NCalls = 71 -VariableMetric: Iteration # 15 - FCN = 297860.6883359 Edm = 9.83166 NCalls = 73 -VariableMetric: Iteration # 16 - FCN = 297838.824574 Edm = 4.54873 NCalls = 75 -VariableMetric: Iteration # 17 - FCN = 297834.2525468 Edm = 0.82397 NCalls = 77 -VariableMetric: Iteration # 18 - FCN = 297833.062612 Edm = 0.0828196 NCalls = 79 -VariableMetric: Iteration # 19 - FCN = 297832.8458078 Edm = 0.130295 NCalls = 81 -VariableMetric: Iteration # 20 - FCN = 297829.9745834 Edm = 3.02112 NCalls = 85 -VariableMetric: Iteration # 21 - FCN = 297825.0041267 Edm = 4.51407 NCalls = 90 -VariableMetric: Iteration # 22 - FCN = 297676.9826478 Edm = 105.063 NCalls = 95 -VariableMetric: Iteration # 23 - FCN = 297637.7894774 Edm = 15.6999 NCalls = 97 -VariableMetric: Iteration # 24 - FCN = 297608.8494794 Edm = 2.40924 NCalls = 100 -VariableMetric: Iteration # 25 - FCN = 297605.7572975 Edm = 0.10534 NCalls = 102 -VariableMetric: Iteration # 26 - FCN = 297605.5856276 Edm = 0.0327504 NCalls = 104 -VariableMetric: Iteration # 27 - FCN = 297603.8692181 Edm = 1.34755 NCalls = 109 -VariableMetric: Iteration # 28 - FCN = 297538.7756879 Edm = 44.0539 NCalls = 114 -VariableMetric: Iteration # 29 - FCN = 297466.5822541 Edm = 17.674 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297436.9571528 Edm = 16.743 NCalls = 118 -VariableMetric: Iteration # 31 - FCN = 297406.8607508 Edm = 25.6345 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297383.9161481 Edm = 68.1728 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297359.4947907 Edm = 14.7084 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297348.4040288 Edm = 4.44374 NCalls = 131 -VariableMetric: Iteration # 35 - FCN = 297346.446792 Edm = 0.128216 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297346.3798058 Edm = 0.0242322 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297346.3153598 Edm = 0.0392266 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297345.845088 Edm = 0.41882 NCalls = 140 -VariableMetric: Iteration # 39 - FCN = 297342.3610907 Edm = 4.96075 NCalls = 144 -VariableMetric: Iteration # 40 - FCN = 297313.4799556 Edm = 3.68059 NCalls = 149 -VariableMetric: Iteration # 41 - FCN = 297309.2981728 Edm = 0.0691235 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297309.2272284 Edm = 0.0200711 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297309.1073919 Edm = 0.10183 NCalls = 156 -VariableMetric: Iteration # 44 - FCN = 297304.922428 Edm = 3.29927 NCalls = 162 -VariableMetric: Iteration # 45 - FCN = 297289.1050252 Edm = 2.36489 NCalls = 166 -VariableMetric: Iteration # 46 - FCN = 297285.7126572 Edm = 0.627685 NCalls = 168 -VariableMetric: Iteration # 47 - FCN = 297284.8303369 Edm = 1.00195 NCalls = 170 -VariableMetric: Iteration # 48 - FCN = 297284.1582976 Edm = 0.247278 NCalls = 172 -VariableMetric: Iteration # 49 - FCN = 297283.5619956 Edm = 0.158282 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297283.298563 Edm = 0.00795329 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297283.2856998 Edm = 0.00204419 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297283.2667046 Edm = 0.0152473 NCalls = 182 -VariableMetric: Iteration # 53 - FCN = 297282.1124087 Edm = 1.21716 NCalls = 187 -VariableMetric: Iteration # 54 - FCN = 297279.9508795 Edm = 1.81764 NCalls = 192 -VariableMetric: Iteration # 55 - FCN = 297263.0769784 Edm = 2.41091 NCalls = 196 -VariableMetric: Iteration # 56 - FCN = 297261.4832797 Edm = 0.546197 NCalls = 198 -VariableMetric: Iteration # 57 - FCN = 297261.2329522 Edm = 0.0264689 NCalls = 200 -VariableMetric: Iteration # 58 - FCN = 297261.2071655 Edm = 0.0042767 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297261.1995301 Edm = 0.00438961 NCalls = 203 -VariableMetric: Iteration # 60 - FCN = 297261.1747137 Edm = 0.023629 NCalls = 206 -VariableMetric: Iteration # 61 - FCN = 297260.9480997 Edm = 0.190104 NCalls = 211 -VariableMetric: Iteration # 62 - FCN = 297256.211914 Edm = 2.54936 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297245.9639093 Edm = 3.45405 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297240.3767491 Edm = 1.26039 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297238.7513679 Edm = 0.147641 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297238.6268508 Edm = 0.0591702 NCalls = 225 -VariableMetric: Iteration # 67 - FCN = 297238.5671834 Edm = 0.0193225 NCalls = 227 -VariableMetric: Iteration # 68 - FCN = 297238.545215 Edm = 0.00294375 NCalls = 229 -VariableMetric: Iteration # 69 - FCN = 297238.5416067 Edm = 0.00128467 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297238.5093332 Edm = 0.0257403 NCalls = 235 -VariableMetric: Iteration # 71 - FCN = 297237.9816972 Edm = 0.394878 NCalls = 239 -VariableMetric: Iteration # 72 - FCN = 297232.2712986 Edm = 0.326567 NCalls = 242 -VariableMetric: Iteration # 73 - FCN = 297231.8483253 Edm = 0.0220648 NCalls = 244 -VariableMetric: Iteration # 74 - FCN = 297231.8273686 Edm = 0.00523978 NCalls = 245 -VariableMetric: Iteration # 75 - FCN = 297231.8212186 Edm = 0.000340588 NCalls = 247 -VariableMetric: Iteration # 76 - FCN = 297231.8207235 Edm = 0.000117083 NCalls = 249 -VariableMetric: Iteration # 77 - FCN = 297231.8107955 Edm = 0.0094443 NCalls = 254 -VariableMetric: Iteration # 78 - FCN = 297231.3310233 Edm = 0.209842 NCalls = 259 -VariableMetric: Iteration # 79 - FCN = 297230.8777912 Edm = 0.0196496 NCalls = 261 -VariableMetric: Iteration # 80 - FCN = 297230.8541172 Edm = 0.000889338 NCalls = 263 -VariableMetric: Iteration # 81 - FCN = 297230.852941 Edm = 9.11266e-05 NCalls = 265 -VariableMetric: Iteration # 82 - FCN = 297230.8527898 Edm = 0.000116437 NCalls = 267 -VariableMetric: Iteration # 83 - FCN = 297230.8522342 Edm = 0.000555485 NCalls = 270 -VariableMetric: Iteration # 84 - FCN = 297230.7823073 Edm = 0.0219698 NCalls = 277 -VariableMetric: Iteration # 85 - FCN = 297230.3326682 Edm = 0.260628 NCalls = 279 -VariableMetric: Iteration # 86 - FCN = 297228.989805 Edm = 0.0676096 NCalls = 281 -VariableMetric: Iteration # 87 - FCN = 297228.910698 Edm = 0.00520213 NCalls = 283 -VariableMetric: Iteration # 88 - FCN = 297228.9065721 Edm = 0.000141752 NCalls = 285 -VariableMetric: Iteration # 89 - FCN = 297228.9064349 Edm = 2.25073e-05 NCalls = 286 -VariableMetric: After Hessian - FCN = 297228.9064349 Edm = 57.9422 NCalls = 765 -VariableMetric: Iteration # 90 - FCN = 297228.9064349 Edm = 57.9422 NCalls = 765 -VariableMetric: Iteration # 91 - FCN = 297228.528145 Edm = 6.24375 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297226.9886918 Edm = 1.13722 NCalls = 777 -VariableMetric: Iteration # 93 - FCN = 297226.7448449 Edm = 3.42308 NCalls = 779 -VariableMetric: Iteration # 94 - FCN = 297225.1848978 Edm = 0.805075 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297224.810363 Edm = 0.330472 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297223.8859321 Edm = 0.991013 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297223.060842 Edm = 0.709527 NCalls = 791 -VariableMetric: Iteration # 98 - FCN = 297222.5500086 Edm = 0.789101 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297221.8839437 Edm = 0.319652 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297221.3244025 Edm = 0.240597 NCalls = 798 -VariableMetric: Iteration # 101 - FCN = 297221.2376039 Edm = 0.121339 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297220.9693343 Edm = 0.0393674 NCalls = 802 -VariableMetric: Iteration # 103 - FCN = 297220.8550014 Edm = 0.0338227 NCalls = 805 -VariableMetric: Iteration # 104 - FCN = 297220.7916218 Edm = 0.0240448 NCalls = 807 -VariableMetric: Iteration # 105 - FCN = 297220.7246682 Edm = 0.0335392 NCalls = 809 -VariableMetric: Iteration # 106 - FCN = 297220.6696438 Edm = 0.0185721 NCalls = 811 -VariableMetric: Iteration # 107 - FCN = 297220.6247386 Edm = 0.0184775 NCalls = 813 -VariableMetric: Iteration # 108 - FCN = 297220.5511996 Edm = 0.0281944 NCalls = 815 -VariableMetric: Iteration # 109 - FCN = 297220.4417072 Edm = 0.0198983 NCalls = 817 -VariableMetric: Iteration # 110 - FCN = 297220.3835194 Edm = 0.0113024 NCalls = 819 -VariableMetric: Iteration # 111 - FCN = 297220.3564551 Edm = 0.00500101 NCalls = 821 -VariableMetric: Iteration # 112 - FCN = 297220.3433176 Edm = 0.00324881 NCalls = 823 -VariableMetric: Iteration # 113 - FCN = 297220.3353298 Edm = 0.00183961 NCalls = 825 -VariableMetric: Iteration # 114 - FCN = 297220.3330315 Edm = 0.000230112 NCalls = 827 -VariableMetric: Iteration # 115 - FCN = 297220.3323153 Edm = 0.000169468 NCalls = 829 -VariableMetric: Iteration # 116 - FCN = 297220.3318456 Edm = 7.23916e-05 NCalls = 831 -VariableMetric: After Hessian - FCN = 297220.3318456 Edm = 0.000104123 NCalls = 1312 -VariableMetric: Iteration # 117 - FCN = 297220.3318456 Edm = 0.000104123 NCalls = 1312 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 317507.4749129 Edm = 40.6685 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 317507.4749129 Edm = 40.6685 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309343.5837013 Edm = 18.3938 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 307420.7205228 Edm = 40.3034 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 307385.0970511 Edm = 139.484 NCalls = 10 -VariableMetric: Iteration # 4 - FCN = 302980.2475244 Edm = 2.71987 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 302977.5053455 Edm = 6.12996 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 302948.7564399 Edm = 7.37612 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 302934.1966584 Edm = 2.71884 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 302887.5666047 Edm = 57.079 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 302076.475292 Edm = 177.114 NCalls = 43 -VariableMetric: Iteration # 10 - FCN = 302034.4522234 Edm = 140.166 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 301090.260936 Edm = 189.905 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 300850.8435262 Edm = 331.26 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 300730.8253386 Edm = 193.999 NCalls = 54 -VariableMetric: Iteration # 14 - FCN = 300572.6675127 Edm = 179.129 NCalls = 56 -VariableMetric: Iteration # 15 - FCN = 299882.6677812 Edm = 143.308 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 299287.8520654 Edm = 191.146 NCalls = 69 -VariableMetric: Iteration # 17 - FCN = 298877.7995239 Edm = 155.68 NCalls = 74 -VariableMetric: Iteration # 18 - FCN = 298656.5236912 Edm = 24.5913 NCalls = 78 -VariableMetric: Iteration # 19 - FCN = 298648.992739 Edm = 0.774334 NCalls = 80 -VariableMetric: Iteration # 20 - FCN = 298635.7878979 Edm = 10.2293 NCalls = 84 -VariableMetric: Iteration # 21 - FCN = 298595.0677436 Edm = 11.7299 NCalls = 86 -VariableMetric: Iteration # 22 - FCN = 298551.9492998 Edm = 65.5753 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 298488.6455737 Edm = 48.7624 NCalls = 94 -VariableMetric: Iteration # 24 - FCN = 298348.8593673 Edm = 56.3493 NCalls = 102 -VariableMetric: Iteration # 25 - FCN = 298335.8318044 Edm = 29.4497 NCalls = 105 -VariableMetric: Iteration # 26 - FCN = 298272.0788678 Edm = 34.3656 NCalls = 109 -VariableMetric: Iteration # 27 - FCN = 298222.8955052 Edm = 25.6865 NCalls = 113 -VariableMetric: Iteration # 28 - FCN = 298197.5190653 Edm = 30.1484 NCalls = 115 -VariableMetric: Iteration # 29 - FCN = 298186.1997349 Edm = 10.7171 NCalls = 117 -VariableMetric: Iteration # 30 - FCN = 298096.9362571 Edm = 8.54215 NCalls = 121 -VariableMetric: Iteration # 31 - FCN = 298090.0661273 Edm = 11.4013 NCalls = 123 -VariableMetric: Iteration # 32 - FCN = 298071.3468255 Edm = 8.46866 NCalls = 125 -VariableMetric: Iteration # 33 - FCN = 298021.5080396 Edm = 3.57684 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 298002.4320111 Edm = 12.7025 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297971.090996 Edm = 147.231 NCalls = 138 -VariableMetric: Iteration # 36 - FCN = 297953.622729 Edm = 8.64033 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297942.8979333 Edm = 0.171438 NCalls = 144 -VariableMetric: Iteration # 38 - FCN = 297942.4420788 Edm = 0.330918 NCalls = 146 -VariableMetric: Iteration # 39 - FCN = 297941.2676189 Edm = 1.08594 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297937.884418 Edm = 0.320293 NCalls = 154 -VariableMetric: Iteration # 41 - FCN = 297937.3560187 Edm = 0.0629271 NCalls = 156 -VariableMetric: Iteration # 42 - FCN = 297937.2496348 Edm = 0.0471489 NCalls = 158 -VariableMetric: Iteration # 43 - FCN = 297937.1832471 Edm = 0.04314 NCalls = 161 -VariableMetric: Iteration # 44 - FCN = 297936.0931513 Edm = 0.985232 NCalls = 166 -VariableMetric: Iteration # 45 - FCN = 297925.0397341 Edm = 14.8505 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297919.7733167 Edm = 8.67052 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297852.8114683 Edm = 40.1224 NCalls = 178 -VariableMetric: Iteration # 48 - FCN = 297743.4503338 Edm = 46.845 NCalls = 181 -VariableMetric: Iteration # 49 - FCN = 297689.9716491 Edm = 8.68661 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297683.0249737 Edm = 0.568556 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297682.4494247 Edm = 0.15176 NCalls = 187 -VariableMetric: Iteration # 52 - FCN = 297682.0790051 Edm = 0.11419 NCalls = 190 -VariableMetric: Iteration # 53 - FCN = 297681.9928393 Edm = 0.014116 NCalls = 192 -VariableMetric: Iteration # 54 - FCN = 297681.9705889 Edm = 0.00514863 NCalls = 194 -VariableMetric: Iteration # 55 - FCN = 297681.8703296 Edm = 0.069397 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297680.5416321 Edm = 1.67835 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297680.1591843 Edm = 0.634682 NCalls = 205 -VariableMetric: Iteration # 58 - FCN = 297670.7924321 Edm = 7.30054 NCalls = 212 -VariableMetric: Iteration # 59 - FCN = 297622.1952484 Edm = 10.6558 NCalls = 219 -VariableMetric: Iteration # 60 - FCN = 297619.507238 Edm = 6.24479 NCalls = 221 -VariableMetric: Iteration # 61 - FCN = 297612.0902121 Edm = 0.618633 NCalls = 223 -VariableMetric: Iteration # 62 - FCN = 297611.602338 Edm = 0.0272528 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297611.5419683 Edm = 0.0524176 NCalls = 227 -VariableMetric: Iteration # 64 - FCN = 297610.0345999 Edm = 1.314 NCalls = 234 -VariableMetric: Iteration # 65 - FCN = 297605.4632709 Edm = 3.8475 NCalls = 241 -VariableMetric: Iteration # 66 - FCN = 297605.0025216 Edm = 0.565087 NCalls = 243 -VariableMetric: Iteration # 67 - FCN = 297604.2125443 Edm = 0.150722 NCalls = 245 -VariableMetric: Iteration # 68 - FCN = 297603.8080055 Edm = 0.335234 NCalls = 247 -VariableMetric: Iteration # 69 - FCN = 297601.1643929 Edm = 2.84928 NCalls = 252 -VariableMetric: Iteration # 70 - FCN = 297591.0469165 Edm = 6.02955 NCalls = 258 -VariableMetric: Iteration # 71 - FCN = 297579.3167178 Edm = 0.459458 NCalls = 261 -VariableMetric: Iteration # 72 - FCN = 297579.0326436 Edm = 0.295372 NCalls = 263 -VariableMetric: Iteration # 73 - FCN = 297578.7737151 Edm = 0.123775 NCalls = 265 -VariableMetric: Iteration # 74 - FCN = 297578.4979474 Edm = 0.125034 NCalls = 267 -VariableMetric: Iteration # 75 - FCN = 297578.3670183 Edm = 0.107661 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297578.2951745 Edm = 0.0365757 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297578.2376565 Edm = 0.0149499 NCalls = 273 -VariableMetric: Iteration # 78 - FCN = 297578.2143477 Edm = 0.00390465 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297578.2047717 Edm = 0.00719187 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297578.1954553 Edm = 0.00923085 NCalls = 279 -VariableMetric: Iteration # 81 - FCN = 297577.9985435 Edm = 0.191494 NCalls = 285 -VariableMetric: Iteration # 82 - FCN = 297577.4035346 Edm = 1.20304 NCalls = 292 -VariableMetric: Iteration # 83 - FCN = 297572.8954361 Edm = 3.75281 NCalls = 297 -VariableMetric: Iteration # 84 - FCN = 297565.0547129 Edm = 17.8508 NCalls = 300 -VariableMetric: Iteration # 85 - FCN = 297556.7173701 Edm = 6.51178 NCalls = 303 -VariableMetric: Iteration # 86 - FCN = 297552.0116663 Edm = 3.95145 NCalls = 307 -VariableMetric: Iteration # 87 - FCN = 297536.0336437 Edm = 6.59887 NCalls = 312 -VariableMetric: Iteration # 88 - FCN = 297534.5939094 Edm = 3.71559 NCalls = 314 -VariableMetric: Iteration # 89 - FCN = 297531.0291742 Edm = 2.13836 NCalls = 315 -VariableMetric: Iteration # 90 - FCN = 297529.8197134 Edm = 0.421394 NCalls = 316 -VariableMetric: Iteration # 91 - FCN = 297529.0822703 Edm = 0.138829 NCalls = 318 -VariableMetric: Iteration # 92 - FCN = 297528.8731446 Edm = 0.0662408 NCalls = 320 -VariableMetric: Iteration # 93 - FCN = 297528.7646289 Edm = 0.0294543 NCalls = 322 -VariableMetric: Iteration # 94 - FCN = 297528.7199945 Edm = 0.0152506 NCalls = 324 -VariableMetric: Iteration # 95 - FCN = 297528.6370915 Edm = 0.0619437 NCalls = 327 -VariableMetric: Iteration # 96 - FCN = 297528.1784633 Edm = 0.339732 NCalls = 331 -VariableMetric: Iteration # 97 - FCN = 297527.1117702 Edm = 0.503218 NCalls = 336 -VariableMetric: Iteration # 98 - FCN = 297526.5856482 Edm = 0.27751 NCalls = 337 -VariableMetric: Iteration # 99 - FCN = 297526.3068818 Edm = 0.163722 NCalls = 340 -VariableMetric: Iteration # 100 - FCN = 297525.9788565 Edm = 0.203219 NCalls = 342 -VariableMetric: Iteration # 101 - FCN = 297525.0561291 Edm = 0.713902 NCalls = 344 -VariableMetric: Iteration # 102 - FCN = 297522.5760246 Edm = 3.26538 NCalls = 346 -VariableMetric: Iteration # 103 - FCN = 297502.9807524 Edm = 7.3692 NCalls = 352 -VariableMetric: Iteration # 104 - FCN = 297499.0040379 Edm = 4.88943 NCalls = 354 -VariableMetric: Iteration # 105 - FCN = 297496.3136179 Edm = 0.821607 NCalls = 356 -VariableMetric: Iteration # 106 - FCN = 297495.3268466 Edm = 0.237064 NCalls = 358 -VariableMetric: Iteration # 107 - FCN = 297494.9508059 Edm = 0.17176 NCalls = 361 -VariableMetric: Iteration # 108 - FCN = 297494.7411962 Edm = 0.138844 NCalls = 363 -VariableMetric: Iteration # 109 - FCN = 297494.5292776 Edm = 0.124672 NCalls = 366 -VariableMetric: Iteration # 110 - FCN = 297494.4092652 Edm = 0.0696112 NCalls = 367 -VariableMetric: Iteration # 111 - FCN = 297494.1696591 Edm = 0.143935 NCalls = 369 -VariableMetric: Iteration # 112 - FCN = 297493.9145599 Edm = 0.10083 NCalls = 372 -VariableMetric: Iteration # 113 - FCN = 297493.7773991 Edm = 0.0312035 NCalls = 374 -VariableMetric: Iteration # 114 - FCN = 297493.7284553 Edm = 0.0223621 NCalls = 376 -VariableMetric: Iteration # 115 - FCN = 297493.7034659 Edm = 0.0032863 NCalls = 379 -VariableMetric: Iteration # 116 - FCN = 297493.6975298 Edm = 0.0020276 NCalls = 381 -VariableMetric: Iteration # 117 - FCN = 297493.6834252 Edm = 0.010007 NCalls = 384 -VariableMetric: Iteration # 118 - FCN = 297493.5634425 Edm = 0.105144 NCalls = 387 -VariableMetric: Iteration # 119 - FCN = 297492.7840398 Edm = 1.2379 NCalls = 391 -VariableMetric: Iteration # 120 - FCN = 297490.6731021 Edm = 4.00688 NCalls = 395 -VariableMetric: Iteration # 121 - FCN = 297489.4141057 Edm = 1.09622 NCalls = 400 -VariableMetric: Iteration # 122 - FCN = 297482.5580486 Edm = 1.95859 NCalls = 403 -VariableMetric: Iteration # 123 - FCN = 297480.372589 Edm = 0.727979 NCalls = 405 -VariableMetric: Iteration # 124 - FCN = 297479.3172401 Edm = 0.32308 NCalls = 408 -VariableMetric: Iteration # 125 - FCN = 297478.3518135 Edm = 1.88674 NCalls = 414 -VariableMetric: Iteration # 126 - FCN = 297477.9174668 Edm = 0.846362 NCalls = 417 -VariableMetric: Iteration # 127 - FCN = 297476.8919425 Edm = 1.72606 NCalls = 419 -VariableMetric: Iteration # 128 - FCN = 297475.2285677 Edm = 0.538889 NCalls = 424 -VariableMetric: Iteration # 129 - FCN = 297474.4992196 Edm = 0.254881 NCalls = 426 -VariableMetric: Iteration # 130 - FCN = 297474.1651059 Edm = 0.512276 NCalls = 428 -VariableMetric: Iteration # 131 - FCN = 297473.9112115 Edm = 0.240413 NCalls = 430 -VariableMetric: Iteration # 132 - FCN = 297473.4140667 Edm = 0.286098 NCalls = 433 -VariableMetric: Iteration # 133 - FCN = 297472.8274084 Edm = 0.238532 NCalls = 436 -VariableMetric: Iteration # 134 - FCN = 297472.6108077 Edm = 0.047382 NCalls = 438 -VariableMetric: Iteration # 135 - FCN = 297472.5396566 Edm = 0.00388452 NCalls = 440 -VariableMetric: Iteration # 136 - FCN = 297472.532631 Edm = 0.00181736 NCalls = 442 -VariableMetric: Iteration # 137 - FCN = 297472.5246514 Edm = 0.00486305 NCalls = 444 -VariableMetric: Iteration # 138 - FCN = 297472.3874173 Edm = 0.130293 NCalls = 448 -VariableMetric: Iteration # 139 - FCN = 297469.436835 Edm = 2.72207 NCalls = 453 -VariableMetric: Iteration # 140 - FCN = 297460.3503286 Edm = 7.96103 NCalls = 456 -VariableMetric: Iteration # 141 - FCN = 297450.3706656 Edm = 0.908272 NCalls = 458 -VariableMetric: Iteration # 142 - FCN = 297449.513283 Edm = 0.170256 NCalls = 459 -VariableMetric: Iteration # 143 - FCN = 297449.3222567 Edm = 0.139167 NCalls = 461 -VariableMetric: Iteration # 144 - FCN = 297449.2344304 Edm = 0.0374527 NCalls = 464 -VariableMetric: Iteration # 145 - FCN = 297449.1635619 Edm = 0.0192381 NCalls = 467 -VariableMetric: Iteration # 146 - FCN = 297449.130104 Edm = 0.0117603 NCalls = 469 -VariableMetric: Iteration # 147 - FCN = 297449.1192303 Edm = 0.00509105 NCalls = 471 -VariableMetric: Iteration # 148 - FCN = 297449.1135208 Edm = 0.00324787 NCalls = 474 -VariableMetric: Iteration # 149 - FCN = 297449.1109452 Edm = 0.000464365 NCalls = 476 -VariableMetric: Iteration # 150 - FCN = 297449.1102615 Edm = 0.000130561 NCalls = 478 -VariableMetric: Iteration # 151 - FCN = 297449.1098994 Edm = 0.000210698 NCalls = 480 -VariableMetric: Iteration # 152 - FCN = 297449.1075217 Edm = 0.00270085 NCalls = 484 -VariableMetric: Iteration # 153 - FCN = 297449.0648136 Edm = 0.0369287 NCalls = 492 -VariableMetric: Iteration # 154 - FCN = 297448.9688678 Edm = 0.24541 NCalls = 497 -VariableMetric: Iteration # 155 - FCN = 297448.4267674 Edm = 0.505964 NCalls = 501 -VariableMetric: Iteration # 156 - FCN = 297447.1278007 Edm = 0.324149 NCalls = 506 -VariableMetric: Iteration # 157 - FCN = 297446.7011614 Edm = 0.0827583 NCalls = 507 -VariableMetric: Iteration # 158 - FCN = 297446.6543372 Edm = 0.0570038 NCalls = 510 -VariableMetric: Iteration # 159 - FCN = 297446.579303 Edm = 0.0121202 NCalls = 513 -VariableMetric: Iteration # 160 - FCN = 297446.5650736 Edm = 0.00119391 NCalls = 515 -VariableMetric: Iteration # 161 - FCN = 297446.5638427 Edm = 0.000113483 NCalls = 516 -VariableMetric: Iteration # 162 - FCN = 297446.5637199 Edm = 2.14276e-05 NCalls = 518 -VariableMetric: After Hessian - FCN = 297446.5637199 Edm = 3680.44 NCalls = 997 -VariableMetric: Iteration # 163 - FCN = 297446.5637199 Edm = 3680.44 NCalls = 997 -VariableMetric: Iteration # 164 - FCN = 297437.9476364 Edm = 27102.7 NCalls = 1008 -VariableMetric: Iteration # 165 - FCN = 297437.3737024 Edm = 64.7914 NCalls = 1013 -VariableMetric: Iteration # 166 - FCN = 297436.6156607 Edm = 0.114855 NCalls = 1015 -VariableMetric: Iteration # 167 - FCN = 297436.1563871 Edm = 0.249822 NCalls = 1017 -VariableMetric: Iteration # 168 - FCN = 297435.3907196 Edm = 0.0706994 NCalls = 1019 -VariableMetric: Iteration # 169 - FCN = 297435.1123258 Edm = 0.148372 NCalls = 1021 -VariableMetric: Iteration # 170 - FCN = 297434.3860854 Edm = 0.0838616 NCalls = 1023 -VariableMetric: Iteration # 171 - FCN = 297434.1936165 Edm = 0.0770851 NCalls = 1025 -VariableMetric: Iteration # 172 - FCN = 297433.8375732 Edm = 0.0433611 NCalls = 1027 -VariableMetric: Iteration # 173 - FCN = 297433.7937191 Edm = 0.00775992 NCalls = 1029 -VariableMetric: Iteration # 174 - FCN = 297433.6309548 Edm = 0.0321666 NCalls = 1033 -VariableMetric: Iteration # 175 - FCN = 297433.5876011 Edm = 0.00307848 NCalls = 1035 -VariableMetric: Iteration # 176 - FCN = 297433.5484417 Edm = 0.025045 NCalls = 1038 -VariableMetric: Iteration # 177 - FCN = 297433.4287859 Edm = 0.0199479 NCalls = 1041 -VariableMetric: Iteration # 178 - FCN = 297433.4057278 Edm = 0.00368413 NCalls = 1043 -VariableMetric: Iteration # 179 - FCN = 297433.374144 Edm = 0.0289883 NCalls = 1047 -VariableMetric: Iteration # 180 - FCN = 297433.2556353 Edm = 0.0248379 NCalls = 1051 -VariableMetric: Iteration # 181 - FCN = 297433.2256733 Edm = 0.0121709 NCalls = 1054 -VariableMetric: Iteration # 182 - FCN = 297433.1888995 Edm = 0.00940475 NCalls = 1057 -VariableMetric: Iteration # 183 - FCN = 297433.1495134 Edm = 0.0311416 NCalls = 1060 -VariableMetric: Iteration # 184 - FCN = 297433.0724128 Edm = 0.0465541 NCalls = 1063 -VariableMetric: Iteration # 185 - FCN = 297433.0196694 Edm = 0.00229635 NCalls = 1066 -VariableMetric: Iteration # 186 - FCN = 297433.0148751 Edm = 0.00187426 NCalls = 1068 -VariableMetric: Iteration # 187 - FCN = 297432.996348 Edm = 0.00777777 NCalls = 1071 -VariableMetric: Iteration # 188 - FCN = 297432.9784746 Edm = 0.0022235 NCalls = 1073 -VariableMetric: Iteration # 189 - FCN = 297432.9749499 Edm = 0.00170748 NCalls = 1075 -VariableMetric: Iteration # 190 - FCN = 297432.9308359 Edm = 0.0171126 NCalls = 1079 -VariableMetric: Iteration # 191 - FCN = 297432.9033961 Edm = 0.00353828 NCalls = 1082 -VariableMetric: Iteration # 192 - FCN = 297432.8975364 Edm = 0.00390879 NCalls = 1084 -VariableMetric: Iteration # 193 - FCN = 297432.8653532 Edm = 0.0256235 NCalls = 1089 -VariableMetric: Iteration # 194 - FCN = 297432.8542803 Edm = 0.0208102 NCalls = 1093 -VariableMetric: Iteration # 195 - FCN = 297432.78958 Edm = 0.0158814 NCalls = 1097 -VariableMetric: Iteration # 196 - FCN = 297432.7657087 Edm = 0.00903295 NCalls = 1099 -VariableMetric: Iteration # 197 - FCN = 297432.7548944 Edm = 0.0112687 NCalls = 1102 -VariableMetric: Iteration # 198 - FCN = 297432.6838216 Edm = 0.0164281 NCalls = 1106 -VariableMetric: Iteration # 199 - FCN = 297432.6543469 Edm = 0.00829379 NCalls = 1109 -VariableMetric: Iteration # 200 - FCN = 297432.6288449 Edm = 0.0235567 NCalls = 1112 -VariableMetric: Iteration # 201 - FCN = 297432.5795654 Edm = 0.0293351 NCalls = 1116 -VariableMetric: Iteration # 202 - FCN = 297432.5179105 Edm = 0.0146056 NCalls = 1118 -VariableMetric: Iteration # 203 - FCN = 297432.4802482 Edm = 0.00693461 NCalls = 1120 -VariableMetric: Iteration # 204 - FCN = 297432.4692143 Edm = 0.0286022 NCalls = 1123 -VariableMetric: Iteration # 205 - FCN = 297432.4558641 Edm = 0.00401551 NCalls = 1125 -VariableMetric: Iteration # 206 - FCN = 297432.4457737 Edm = 0.00504056 NCalls = 1128 -VariableMetric: Iteration # 207 - FCN = 297432.4359514 Edm = 0.0054102 NCalls = 1130 -VariableMetric: Iteration # 208 - FCN = 297432.4258191 Edm = 0.00353384 NCalls = 1133 -VariableMetric: Iteration # 209 - FCN = 297432.4203091 Edm = 0.0027337 NCalls = 1135 -VariableMetric: Iteration # 210 - FCN = 297432.4122909 Edm = 0.0040448 NCalls = 1137 -VariableMetric: Iteration # 211 - FCN = 297432.406752 Edm = 0.00102645 NCalls = 1140 -VariableMetric: Iteration # 212 - FCN = 297432.4030732 Edm = 0.00232378 NCalls = 1142 -VariableMetric: Iteration # 213 - FCN = 297432.3882564 Edm = 0.00518219 NCalls = 1145 -VariableMetric: Iteration # 214 - FCN = 297432.3801804 Edm = 0.00222797 NCalls = 1148 -VariableMetric: Iteration # 215 - FCN = 297432.3765583 Edm = 0.000679586 NCalls = 1150 -VariableMetric: Iteration # 216 - FCN = 297432.3750071 Edm = 0.00131523 NCalls = 1153 -VariableMetric: Iteration # 217 - FCN = 297432.3730034 Edm = 0.00205188 NCalls = 1155 -VariableMetric: Iteration # 218 - FCN = 297432.3660343 Edm = 0.00413636 NCalls = 1161 -VariableMetric: Iteration # 219 - FCN = 297432.3532916 Edm = 0.0117584 NCalls = 1163 -VariableMetric: Iteration # 220 - FCN = 297432.3497482 Edm = 0.0079879 NCalls = 1165 -VariableMetric: Iteration # 221 - FCN = 297432.337154 Edm = 0.00204659 NCalls = 1169 -VariableMetric: Iteration # 222 - FCN = 297432.3331604 Edm = 0.00137085 NCalls = 1171 -VariableMetric: Iteration # 223 - FCN = 297432.3299693 Edm = 0.00145468 NCalls = 1173 -VariableMetric: Iteration # 224 - FCN = 297432.3284507 Edm = 0.000153666 NCalls = 1175 -VariableMetric: Iteration # 225 - FCN = 297432.3281517 Edm = 0.000139178 NCalls = 1177 -VariableMetric: Iteration # 226 - FCN = 297432.3260558 Edm = 0.000327991 NCalls = 1180 -VariableMetric: Iteration # 227 - FCN = 297432.3255757 Edm = 2.33586e-05 NCalls = 1182 -VariableMetric: After Hessian - FCN = 297432.3255757 Edm = 0.00304297 NCalls = 1673 -VariableMetric: Iteration # 228 - FCN = 297432.3255757 Edm = 0.00304297 NCalls = 1673 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 301258.7585738 Edm = 12.9406 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 301258.7585738 Edm = 12.9406 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299426.8292406 Edm = 3.25496 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299357.1476619 Edm = 114.63 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299332.0411373 Edm = 0.494523 NCalls = 11 -VariableMetric: Iteration # 4 - FCN = 299312.3771721 Edm = 18.9878 NCalls = 15 -VariableMetric: Iteration # 5 - FCN = 299307.2857668 Edm = 3.90329 NCalls = 18 -VariableMetric: Iteration # 6 - FCN = 298658.0735044 Edm = 372.165 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298151.5931275 Edm = 55.0286 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 298125.2957419 Edm = 8.42079 NCalls = 30 -VariableMetric: Iteration # 9 - FCN = 298120.7909702 Edm = 0.178349 NCalls = 32 -VariableMetric: Iteration # 10 - FCN = 297985.4181602 Edm = 42.0753 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297942.1606309 Edm = 1.95105 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297939.0396077 Edm = 0.337199 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297938.225477 Edm = 0.370454 NCalls = 45 -VariableMetric: Iteration # 14 - FCN = 297915.1105044 Edm = 23.2567 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297843.0504443 Edm = 52.2648 NCalls = 58 -VariableMetric: Iteration # 16 - FCN = 297776.3252053 Edm = 37.3928 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297756.7787615 Edm = 2.63663 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297754.6468857 Edm = 0.298856 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297754.3619017 Edm = 0.123901 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297753.3610763 Edm = 0.883817 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297544.4605099 Edm = 24.846 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297517.5188357 Edm = 0.256038 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297517.0149994 Edm = 0.225477 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297516.321061 Edm = 0.0721014 NCalls = 85 -VariableMetric: Iteration # 25 - FCN = 297516.1995851 Edm = 0.0364461 NCalls = 87 -VariableMetric: Iteration # 26 - FCN = 297515.8967511 Edm = 0.135729 NCalls = 90 -VariableMetric: Iteration # 27 - FCN = 297514.3861672 Edm = 1.10911 NCalls = 93 -VariableMetric: Iteration # 28 - FCN = 297498.0065849 Edm = 13.3767 NCalls = 96 -VariableMetric: Iteration # 29 - FCN = 297477.4310889 Edm = 4.46447 NCalls = 99 -VariableMetric: Iteration # 30 - FCN = 297472.9762048 Edm = 0.237531 NCalls = 101 -VariableMetric: Iteration # 31 - FCN = 297472.7139689 Edm = 0.0210167 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297472.5759342 Edm = 0.145856 NCalls = 106 -VariableMetric: Iteration # 33 - FCN = 297466.649481 Edm = 4.6164 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297431.066547 Edm = 9.76761 NCalls = 116 -VariableMetric: Iteration # 35 - FCN = 297403.7367468 Edm = 10.0523 NCalls = 118 -VariableMetric: Iteration # 36 - FCN = 297389.9315055 Edm = 17.9047 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297380.7525401 Edm = 4.71164 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297375.4203433 Edm = 2.53926 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297373.2711859 Edm = 1.17255 NCalls = 130 -VariableMetric: Iteration # 40 - FCN = 297371.3561137 Edm = 0.721179 NCalls = 132 -VariableMetric: Iteration # 41 - FCN = 297370.6246429 Edm = 0.180608 NCalls = 133 -VariableMetric: Iteration # 42 - FCN = 297370.4687938 Edm = 0.019892 NCalls = 135 -VariableMetric: Iteration # 43 - FCN = 297370.4387315 Edm = 0.00794757 NCalls = 137 -VariableMetric: Iteration # 44 - FCN = 297370.4058188 Edm = 0.025235 NCalls = 139 -VariableMetric: Iteration # 45 - FCN = 297368.7274625 Edm = 1.60774 NCalls = 145 -VariableMetric: Iteration # 46 - FCN = 297349.1412399 Edm = 11.4444 NCalls = 149 -VariableMetric: Iteration # 47 - FCN = 297338.2721029 Edm = 3.0698 NCalls = 153 -VariableMetric: Iteration # 48 - FCN = 297336.5202845 Edm = 2.12741 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297335.4943047 Edm = 0.145619 NCalls = 157 -VariableMetric: Iteration # 50 - FCN = 297335.1085363 Edm = 0.070012 NCalls = 159 -VariableMetric: Iteration # 51 - FCN = 297335.0003936 Edm = 0.0147017 NCalls = 161 -VariableMetric: Iteration # 52 - FCN = 297334.9824416 Edm = 0.00288723 NCalls = 163 -VariableMetric: Iteration # 53 - FCN = 297334.9785298 Edm = 0.00135869 NCalls = 165 -VariableMetric: Iteration # 54 - FCN = 297334.9637441 Edm = 0.017425 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297334.7133696 Edm = 0.271123 NCalls = 175 -VariableMetric: Iteration # 56 - FCN = 297334.6546932 Edm = 0.0572577 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297334.6419127 Edm = 0.009909 NCalls = 182 -VariableMetric: Iteration # 58 - FCN = 297333.7894794 Edm = 0.65522 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297330.3888656 Edm = 3.51065 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297326.763779 Edm = 0.501138 NCalls = 195 -VariableMetric: Iteration # 61 - FCN = 297326.2032204 Edm = 0.13289 NCalls = 197 -VariableMetric: Iteration # 62 - FCN = 297326.1382554 Edm = 0.00404901 NCalls = 199 -VariableMetric: Iteration # 63 - FCN = 297326.1303199 Edm = 0.00230985 NCalls = 201 -VariableMetric: Iteration # 64 - FCN = 297326.122323 Edm = 0.00162805 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297326.1178051 Edm = 0.00250162 NCalls = 205 -VariableMetric: Iteration # 66 - FCN = 297325.9168022 Edm = 0.194858 NCalls = 210 -VariableMetric: Iteration # 67 - FCN = 297318.9177302 Edm = 0.614425 NCalls = 215 -VariableMetric: Iteration # 68 - FCN = 297318.179399 Edm = 0.040533 NCalls = 217 -VariableMetric: Iteration # 69 - FCN = 297318.1318312 Edm = 0.00389116 NCalls = 219 -VariableMetric: Iteration # 70 - FCN = 297318.1280575 Edm = 0.000993163 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297318.1260928 Edm = 0.00113529 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297318.1087827 Edm = 0.0135233 NCalls = 225 -VariableMetric: Iteration # 73 - FCN = 297317.9700494 Edm = 0.0993578 NCalls = 229 -VariableMetric: Iteration # 74 - FCN = 297317.2360739 Edm = 0.389857 NCalls = 233 -VariableMetric: Iteration # 75 - FCN = 297315.0145583 Edm = 0.599296 NCalls = 236 -VariableMetric: Iteration # 76 - FCN = 297314.4418823 Edm = 0.0240013 NCalls = 237 -VariableMetric: Iteration # 77 - FCN = 297314.4200022 Edm = 0.00097307 NCalls = 239 -VariableMetric: Iteration # 78 - FCN = 297314.4187301 Edm = 0.000225269 NCalls = 241 -VariableMetric: Iteration # 79 - FCN = 297314.4177533 Edm = 0.00060935 NCalls = 243 -VariableMetric: Iteration # 80 - FCN = 297314.4074758 Edm = 0.00611291 NCalls = 247 -VariableMetric: Iteration # 81 - FCN = 297314.0549002 Edm = 0.302362 NCalls = 252 -VariableMetric: Iteration # 82 - FCN = 297313.0069846 Edm = 2.01782 NCalls = 257 -VariableMetric: Iteration # 83 - FCN = 297310.1936715 Edm = 3.04454 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297307.1558272 Edm = 0.774993 NCalls = 266 -VariableMetric: Iteration # 85 - FCN = 297306.3265672 Edm = 0.0499074 NCalls = 267 -VariableMetric: Iteration # 86 - FCN = 297306.278056 Edm = 0.0213253 NCalls = 268 -VariableMetric: Iteration # 87 - FCN = 297306.2590676 Edm = 0.0072879 NCalls = 270 -VariableMetric: Iteration # 88 - FCN = 297306.2515628 Edm = 0.00105843 NCalls = 272 -VariableMetric: Iteration # 89 - FCN = 297306.2501008 Edm = 0.000650195 NCalls = 274 -VariableMetric: Iteration # 90 - FCN = 297306.2444309 Edm = 0.00630866 NCalls = 277 -VariableMetric: Iteration # 91 - FCN = 297306.0589798 Edm = 0.163389 NCalls = 284 -VariableMetric: Iteration # 92 - FCN = 297299.4942934 Edm = 4.42395 NCalls = 289 -VariableMetric: Iteration # 93 - FCN = 297292.7592738 Edm = 4.56682 NCalls = 292 -VariableMetric: Iteration # 94 - FCN = 297289.657663 Edm = 0.164252 NCalls = 294 -VariableMetric: Iteration # 95 - FCN = 297289.5010901 Edm = 0.0233514 NCalls = 296 -VariableMetric: Iteration # 96 - FCN = 297289.4676263 Edm = 0.00722096 NCalls = 298 -VariableMetric: Iteration # 97 - FCN = 297289.4557533 Edm = 0.00384181 NCalls = 300 -VariableMetric: Iteration # 98 - FCN = 297289.4340419 Edm = 0.0215323 NCalls = 303 -VariableMetric: Iteration # 99 - FCN = 297289.2403687 Edm = 0.113413 NCalls = 308 -VariableMetric: Iteration # 100 - FCN = 297288.0330548 Edm = 0.668432 NCalls = 311 -VariableMetric: Iteration # 101 - FCN = 297281.3600915 Edm = 2.97253 NCalls = 314 -VariableMetric: Iteration # 102 - FCN = 297270.3927049 Edm = 0.620452 NCalls = 319 -VariableMetric: Iteration # 103 - FCN = 297269.5155177 Edm = 0.186089 NCalls = 321 -VariableMetric: Iteration # 104 - FCN = 297269.3410336 Edm = 0.115645 NCalls = 322 -VariableMetric: Iteration # 105 - FCN = 297269.2692488 Edm = 0.0175285 NCalls = 323 -VariableMetric: Iteration # 106 - FCN = 297269.2469615 Edm = 0.0025009 NCalls = 325 -VariableMetric: Iteration # 107 - FCN = 297269.2432257 Edm = 0.000589424 NCalls = 327 -VariableMetric: Iteration # 108 - FCN = 297269.2406405 Edm = 0.000544455 NCalls = 329 -VariableMetric: Iteration # 109 - FCN = 297269.236616 Edm = 0.00247012 NCalls = 332 -VariableMetric: Iteration # 110 - FCN = 297269.2080874 Edm = 0.0188641 NCalls = 335 -VariableMetric: Iteration # 111 - FCN = 297269.0659964 Edm = 0.0849977 NCalls = 338 -VariableMetric: Iteration # 112 - FCN = 297268.4041278 Edm = 0.447973 NCalls = 341 -VariableMetric: Iteration # 113 - FCN = 297265.399861 Edm = 0.782294 NCalls = 344 -VariableMetric: Iteration # 114 - FCN = 297264.0196315 Edm = 0.235082 NCalls = 346 -VariableMetric: Iteration # 115 - FCN = 297263.3360538 Edm = 0.26218 NCalls = 349 -VariableMetric: Iteration # 116 - FCN = 297262.6873398 Edm = 0.236187 NCalls = 351 -VariableMetric: Iteration # 117 - FCN = 297262.4112627 Edm = 0.0483991 NCalls = 353 -VariableMetric: Iteration # 118 - FCN = 297262.3710022 Edm = 0.0154681 NCalls = 355 -VariableMetric: Iteration # 119 - FCN = 297262.3641809 Edm = 0.000894967 NCalls = 357 -VariableMetric: Iteration # 120 - FCN = 297262.3628253 Edm = 0.000390616 NCalls = 359 -VariableMetric: Iteration # 121 - FCN = 297262.3588511 Edm = 0.00363526 NCalls = 362 -VariableMetric: Iteration # 122 - FCN = 297262.3088968 Edm = 0.047103 NCalls = 367 -VariableMetric: Iteration # 123 - FCN = 297262.3069741 Edm = 0.00151156 NCalls = 369 -VariableMetric: Iteration # 124 - FCN = 297261.9909841 Edm = 0.225786 NCalls = 377 -VariableMetric: Iteration # 125 - FCN = 297259.3716728 Edm = 1.55652 NCalls = 381 -VariableMetric: Iteration # 126 - FCN = 297256.193344 Edm = 0.532323 NCalls = 384 -VariableMetric: Iteration # 127 - FCN = 297255.6773125 Edm = 0.0891197 NCalls = 385 -VariableMetric: Iteration # 128 - FCN = 297255.6052706 Edm = 0.0310217 NCalls = 387 -VariableMetric: Iteration # 129 - FCN = 297255.5717338 Edm = 0.0141581 NCalls = 389 -VariableMetric: Iteration # 130 - FCN = 297255.5603464 Edm = 0.00329306 NCalls = 391 -VariableMetric: Iteration # 131 - FCN = 297255.5568344 Edm = 7.89219e-05 NCalls = 393 -VariableMetric: Iteration # 132 - FCN = 297255.5567487 Edm = 1.01512e-05 NCalls = 395 -VariableMetric: After Hessian - FCN = 297255.5567487 Edm = 1.70007 NCalls = 876 -VariableMetric: Iteration # 133 - FCN = 297255.5567487 Edm = 1.70007 NCalls = 876 -VariableMetric: Iteration # 134 - FCN = 297254.0204467 Edm = 1.80122 NCalls = 878 -VariableMetric: Iteration # 135 - FCN = 297253.8646819 Edm = 0.766363 NCalls = 880 -VariableMetric: Iteration # 136 - FCN = 297253.6929642 Edm = 0.926385 NCalls = 882 -VariableMetric: Iteration # 137 - FCN = 297253.5982798 Edm = 0.0195052 NCalls = 884 -VariableMetric: Iteration # 138 - FCN = 297253.5682997 Edm = 0.0109082 NCalls = 886 -VariableMetric: Iteration # 139 - FCN = 297253.544412 Edm = 0.00786076 NCalls = 889 -VariableMetric: Iteration # 140 - FCN = 297253.5356636 Edm = 0.00455604 NCalls = 890 -VariableMetric: Iteration # 141 - FCN = 297253.5231628 Edm = 0.00598384 NCalls = 892 -VariableMetric: Iteration # 142 - FCN = 297253.4984441 Edm = 0.00789981 NCalls = 895 -VariableMetric: Iteration # 143 - FCN = 297253.4801124 Edm = 0.00462143 NCalls = 898 -VariableMetric: Iteration # 144 - FCN = 297253.4773714 Edm = 0.00110648 NCalls = 900 -VariableMetric: Iteration # 145 - FCN = 297253.4753517 Edm = 0.000291161 NCalls = 902 -VariableMetric: Iteration # 146 - FCN = 297253.4749676 Edm = 2.63758e-05 NCalls = 904 -VariableMetric: After Hessian - FCN = 297253.4749676 Edm = 5.38947e-05 NCalls = 1397 -VariableMetric: Iteration # 147 - FCN = 297253.4749676 Edm = 5.38947e-05 NCalls = 1397 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 307202.4368094 Edm = 8.95573 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 307202.4368094 Edm = 8.95573 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 303981.6272068 Edm = 166.238 NCalls = 8 -VariableMetric: Iteration # 2 - FCN = 300308.112341 Edm = 1.19593e+07 NCalls = 19 -VariableMetric: Iteration # 3 - FCN = 299690.9210705 Edm = 8.92422e+06 NCalls = 28 -VariableMetric: Iteration # 4 - FCN = 299538.2437809 Edm = 739638 NCalls = 39 -VariableMetric: Iteration # 5 - FCN = 299359.8583183 Edm = 753753 NCalls = 47 -VariableMetric: Iteration # 6 - FCN = 299051.0549334 Edm = 2.78333e+06 NCalls = 54 -VariableMetric: Iteration # 7 - FCN = 299014.1665082 Edm = 84742.6 NCalls = 62 -VariableMetric: Iteration # 8 - FCN = 298278.7221982 Edm = 68213.4 NCalls = 67 -VariableMetric: Iteration # 9 - FCN = 298157.5505032 Edm = 52843.2 NCalls = 72 -VariableMetric: Iteration # 10 - FCN = 298138.7798015 Edm = 33746.5 NCalls = 76 -VariableMetric: Iteration # 11 - FCN = 298039.480855 Edm = 40090.4 NCalls = 82 -VariableMetric: Iteration # 12 - FCN = 297963.9845826 Edm = 1580.88 NCalls = 87 -VariableMetric: Iteration # 13 - FCN = 297956.0751461 Edm = 4065.52 NCalls = 91 -VariableMetric: Iteration # 14 - FCN = 297917.8454655 Edm = 5212.06 NCalls = 93 -VariableMetric: Iteration # 15 - FCN = 297902.5311929 Edm = 6801.12 NCalls = 95 -VariableMetric: Iteration # 16 - FCN = 297884.9786921 Edm = 829.664 NCalls = 98 -VariableMetric: Iteration # 17 - FCN = 297880.5949037 Edm = 1205.24 NCalls = 101 -VariableMetric: Iteration # 18 - FCN = 297818.1669965 Edm = 2822.57 NCalls = 103 -VariableMetric: Iteration # 19 - FCN = 297789.8393639 Edm = 2332.43 NCalls = 105 -VariableMetric: Iteration # 20 - FCN = 297636.7691827 Edm = 4098.43 NCalls = 107 -VariableMetric: Iteration # 21 - FCN = 297604.500272 Edm = 385.319 NCalls = 109 -VariableMetric: Iteration # 22 - FCN = 297584.5289451 Edm = 169.923 NCalls = 112 -VariableMetric: Iteration # 23 - FCN = 297575.4620474 Edm = 1044.9 NCalls = 115 -VariableMetric: Iteration # 24 - FCN = 297564.8559126 Edm = 87.7881 NCalls = 118 -VariableMetric: Iteration # 25 - FCN = 297542.1026924 Edm = 153.628 NCalls = 120 -VariableMetric: Iteration # 26 - FCN = 297531.4114001 Edm = 67.3594 NCalls = 122 -VariableMetric: Iteration # 27 - FCN = 297520.9688151 Edm = 65.4375 NCalls = 124 -VariableMetric: Iteration # 28 - FCN = 297503.488288 Edm = 33.6798 NCalls = 126 -VariableMetric: Iteration # 29 - FCN = 297492.3550579 Edm = 18.8405 NCalls = 127 -VariableMetric: Iteration # 30 - FCN = 297487.4682649 Edm = 8.15716 NCalls = 129 -VariableMetric: Iteration # 31 - FCN = 297476.499641 Edm = 5.95829 NCalls = 132 -VariableMetric: Iteration # 32 - FCN = 297472.3287719 Edm = 1.00043 NCalls = 134 -VariableMetric: Iteration # 33 - FCN = 297470.24871 Edm = 2.51129 NCalls = 137 -VariableMetric: Iteration # 34 - FCN = 297468.8294774 Edm = 1.54187 NCalls = 142 -VariableMetric: Iteration # 35 - FCN = 297467.4100111 Edm = 0.695121 NCalls = 145 -VariableMetric: Iteration # 36 - FCN = 297467.2022409 Edm = 0.521764 NCalls = 147 -VariableMetric: Iteration # 37 - FCN = 297466.6749366 Edm = 1.0124 NCalls = 149 -VariableMetric: Iteration # 38 - FCN = 297465.3948713 Edm = 3.45315 NCalls = 151 -VariableMetric: Iteration # 39 - FCN = 297464.1073642 Edm = 1.97805 NCalls = 153 -VariableMetric: Iteration # 40 - FCN = 297459.1317915 Edm = 2.14091 NCalls = 159 -VariableMetric: Iteration # 41 - FCN = 297457.5512442 Edm = 3.60415 NCalls = 161 -VariableMetric: Iteration # 42 - FCN = 297456.5253631 Edm = 1.1988 NCalls = 163 -VariableMetric: Iteration # 43 - FCN = 297455.6777896 Edm = 1.30521 NCalls = 165 -VariableMetric: Iteration # 44 - FCN = 297454.3678375 Edm = 0.88049 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297453.4339719 Edm = 0.445577 NCalls = 170 -VariableMetric: Iteration # 46 - FCN = 297452.9224275 Edm = 0.229338 NCalls = 172 -VariableMetric: Iteration # 47 - FCN = 297452.3203625 Edm = 0.598525 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297451.7817973 Edm = 0.583673 NCalls = 176 -VariableMetric: Iteration # 49 - FCN = 297451.1102866 Edm = 0.850531 NCalls = 180 -VariableMetric: Iteration # 50 - FCN = 297449.2006135 Edm = 1.35556 NCalls = 185 -VariableMetric: Iteration # 51 - FCN = 297446.4487785 Edm = 3.3003 NCalls = 188 -VariableMetric: Iteration # 52 - FCN = 297444.6201294 Edm = 2.67048 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297443.6072441 Edm = 1.97535 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297441.3473885 Edm = 2.54529 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297440.4115574 Edm = 1.64253 NCalls = 198 -VariableMetric: Iteration # 56 - FCN = 297438.246244 Edm = 1.45188 NCalls = 202 -VariableMetric: Iteration # 57 - FCN = 297437.306576 Edm = 0.870778 NCalls = 204 -VariableMetric: Iteration # 58 - FCN = 297436.5958354 Edm = 0.721062 NCalls = 206 -VariableMetric: Iteration # 59 - FCN = 297436.2203847 Edm = 0.139362 NCalls = 208 -VariableMetric: Iteration # 60 - FCN = 297436.0372657 Edm = 0.061558 NCalls = 210 -VariableMetric: Iteration # 61 - FCN = 297435.9441042 Edm = 0.0439416 NCalls = 212 -VariableMetric: Iteration # 62 - FCN = 297435.9102105 Edm = 0.0198002 NCalls = 214 -VariableMetric: Iteration # 63 - FCN = 297435.882727 Edm = 0.0247946 NCalls = 216 -VariableMetric: Iteration # 64 - FCN = 297435.867417 Edm = 0.00901798 NCalls = 218 -VariableMetric: Iteration # 65 - FCN = 297435.8503809 Edm = 0.00514031 NCalls = 220 -VariableMetric: Iteration # 66 - FCN = 297435.8421566 Edm = 0.00197802 NCalls = 222 -VariableMetric: Iteration # 67 - FCN = 297435.8386492 Edm = 0.000780919 NCalls = 224 -VariableMetric: Iteration # 68 - FCN = 297435.836516 Edm = 0.000711234 NCalls = 226 -VariableMetric: Iteration # 69 - FCN = 297435.8313385 Edm = 0.00212407 NCalls = 229 -VariableMetric: Iteration # 70 - FCN = 297435.8238983 Edm = 0.00118589 NCalls = 231 -VariableMetric: Iteration # 71 - FCN = 297435.8205971 Edm = 0.00126007 NCalls = 233 -VariableMetric: Iteration # 72 - FCN = 297435.8122368 Edm = 0.00403191 NCalls = 236 -VariableMetric: Iteration # 73 - FCN = 297435.7931998 Edm = 0.00771152 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297435.7562161 Edm = 0.0130425 NCalls = 240 -VariableMetric: Iteration # 75 - FCN = 297435.6989384 Edm = 0.0210754 NCalls = 242 -VariableMetric: Iteration # 76 - FCN = 297435.6569491 Edm = 0.00847364 NCalls = 245 -VariableMetric: Iteration # 77 - FCN = 297435.6432764 Edm = 0.00642913 NCalls = 247 -VariableMetric: Iteration # 78 - FCN = 297435.6245057 Edm = 0.00449126 NCalls = 249 -VariableMetric: Iteration # 79 - FCN = 297435.6117515 Edm = 0.00232473 NCalls = 251 -VariableMetric: Iteration # 80 - FCN = 297435.606521 Edm = 0.000898142 NCalls = 253 -VariableMetric: Iteration # 81 - FCN = 297435.6051933 Edm = 8.55287e-05 NCalls = 255 -VariableMetric: Iteration # 82 - FCN = 297435.6050827 Edm = 2.47118e-05 NCalls = 257 -VariableMetric: After Hessian - FCN = 297435.6050827 Edm = 9.96386e-05 NCalls = 786 -VariableMetric: Iteration # 83 - FCN = 297435.6050827 Edm = 9.96386e-05 NCalls = 786 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303288.9451084 Edm = 28.3675 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303288.9451084 Edm = 28.3675 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 297811.9155287 Edm = 0.778892 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 297810.9020994 Edm = 1.05119 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 297587.3180539 Edm = 49.9447 NCalls = 18 -VariableMetric: Iteration # 4 - FCN = 297515.9950322 Edm = 2.29563 NCalls = 21 -VariableMetric: Iteration # 5 - FCN = 297514.2081695 Edm = 0.0878008 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297513.8777076 Edm = 0.171253 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 297458.0274963 Edm = 5.58412 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297451.6545464 Edm = 0.065787 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297451.5318869 Edm = 0.065558 NCalls = 36 -VariableMetric: Iteration # 10 - FCN = 297445.8836998 Edm = 5.50081 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297376.2418543 Edm = 1.61303 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297374.382618 Edm = 0.234826 NCalls = 48 -VariableMetric: Iteration # 13 - FCN = 297374.0131666 Edm = 0.0641599 NCalls = 50 -VariableMetric: Iteration # 14 - FCN = 297373.9087272 Edm = 0.0308151 NCalls = 52 -VariableMetric: Iteration # 15 - FCN = 297370.7076343 Edm = 3.25876 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297300.0659405 Edm = 4.89498 NCalls = 61 -VariableMetric: Iteration # 17 - FCN = 297293.5895905 Edm = 2.02005 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297289.5103167 Edm = 0.642843 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297288.564226 Edm = 0.116637 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297288.1083759 Edm = 0.351493 NCalls = 69 -VariableMetric: Iteration # 21 - FCN = 297280.6213303 Edm = 2.6549 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297276.5995877 Edm = 0.331142 NCalls = 75 -VariableMetric: Iteration # 23 - FCN = 297276.2163552 Edm = 0.0313269 NCalls = 77 -VariableMetric: Iteration # 24 - FCN = 297276.1788226 Edm = 0.00164106 NCalls = 79 -VariableMetric: Iteration # 25 - FCN = 297276.1491433 Edm = 0.0277032 NCalls = 83 -VariableMetric: Iteration # 26 - FCN = 297269.6881948 Edm = 1.03937 NCalls = 89 -VariableMetric: Iteration # 27 - FCN = 297268.2508427 Edm = 0.00345759 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297268.2453067 Edm = 0.0011815 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297268.214024 Edm = 0.0281652 NCalls = 97 -VariableMetric: Iteration # 30 - FCN = 297262.1746296 Edm = 2.99364 NCalls = 103 -VariableMetric: Iteration # 31 - FCN = 297256.4769769 Edm = 0.463075 NCalls = 105 -VariableMetric: Iteration # 32 - FCN = 297256.2407556 Edm = 0.0770431 NCalls = 107 -VariableMetric: Iteration # 33 - FCN = 297256.1826671 Edm = 0.00363916 NCalls = 109 -VariableMetric: Iteration # 34 - FCN = 297256.177985 Edm = 0.000263854 NCalls = 111 -VariableMetric: Iteration # 35 - FCN = 297256.1774115 Edm = 0.00035276 NCalls = 113 -VariableMetric: Iteration # 36 - FCN = 297256.1735537 Edm = 0.00343838 NCalls = 117 -VariableMetric: Iteration # 37 - FCN = 297256.0077033 Edm = 0.120247 NCalls = 122 -VariableMetric: Iteration # 38 - FCN = 297252.8891176 Edm = 0.690683 NCalls = 126 -VariableMetric: Iteration # 39 - FCN = 297251.9196928 Edm = 0.0305557 NCalls = 128 -VariableMetric: Iteration # 40 - FCN = 297251.8702449 Edm = 0.0064685 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297251.8629243 Edm = 0.000715157 NCalls = 132 -VariableMetric: Iteration # 42 - FCN = 297251.8622255 Edm = 0.000315189 NCalls = 133 -VariableMetric: Iteration # 43 - FCN = 297251.8616327 Edm = 0.000533264 NCalls = 135 -VariableMetric: Iteration # 44 - FCN = 297251.834905 Edm = 0.0266666 NCalls = 141 -VariableMetric: Iteration # 45 - FCN = 297251.537014 Edm = 0.00658315 NCalls = 148 -VariableMetric: Iteration # 46 - FCN = 297250.7131138 Edm = 3.2195 NCalls = 150 -VariableMetric: Iteration # 47 - FCN = 297250.2399383 Edm = 3.47699 NCalls = 152 -VariableMetric: Iteration # 48 - FCN = 297249.4476428 Edm = 1.92457 NCalls = 154 -VariableMetric: Iteration # 49 - FCN = 297248.5305078 Edm = 0.466612 NCalls = 156 -VariableMetric: Iteration # 50 - FCN = 297247.8566199 Edm = 0.37905 NCalls = 158 -VariableMetric: Iteration # 51 - FCN = 297247.4122867 Edm = 0.579138 NCalls = 160 -VariableMetric: Iteration # 52 - FCN = 297245.7426828 Edm = 0.333254 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297245.210334 Edm = 0.577009 NCalls = 167 -VariableMetric: Iteration # 54 - FCN = 297244.9540242 Edm = 0.40007 NCalls = 169 -VariableMetric: Iteration # 55 - FCN = 297244.6092881 Edm = 0.0646555 NCalls = 172 -VariableMetric: Iteration # 56 - FCN = 297244.5357873 Edm = 0.0231457 NCalls = 174 -VariableMetric: Iteration # 57 - FCN = 297244.5200408 Edm = 0.000987382 NCalls = 176 -VariableMetric: Iteration # 58 - FCN = 297244.5184852 Edm = 0.00036333 NCalls = 178 -VariableMetric: Iteration # 59 - FCN = 297244.5159065 Edm = 0.00241224 NCalls = 181 -VariableMetric: Iteration # 60 - FCN = 297244.4870943 Edm = 0.0243301 NCalls = 186 -VariableMetric: Iteration # 61 - FCN = 297244.2142783 Edm = 0.219348 NCalls = 189 -VariableMetric: Iteration # 62 - FCN = 297242.5435481 Edm = 1.26269 NCalls = 193 -VariableMetric: Iteration # 63 - FCN = 297241.4025637 Edm = 0.202283 NCalls = 196 -VariableMetric: Iteration # 64 - FCN = 297241.1233628 Edm = 0.0452433 NCalls = 198 -VariableMetric: Iteration # 65 - FCN = 297241.0709171 Edm = 0.012205 NCalls = 200 -VariableMetric: Iteration # 66 - FCN = 297241.0580109 Edm = 0.0011383 NCalls = 202 -VariableMetric: Iteration # 67 - FCN = 297241.0570898 Edm = 0.000181578 NCalls = 204 -VariableMetric: Iteration # 68 - FCN = 297241.0567054 Edm = 0.000187257 NCalls = 206 -VariableMetric: Iteration # 69 - FCN = 297241.0541375 Edm = 0.00337006 NCalls = 209 -VariableMetric: Iteration # 70 - FCN = 297241.0031836 Edm = 0.0469164 NCalls = 215 -VariableMetric: Iteration # 71 - FCN = 297240.1962504 Edm = 0.327302 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297239.7771468 Edm = 0.10211 NCalls = 220 -VariableMetric: Iteration # 73 - FCN = 297239.7260071 Edm = 0.0548971 NCalls = 222 -VariableMetric: Iteration # 74 - FCN = 297239.6184291 Edm = 0.0469889 NCalls = 224 -VariableMetric: Iteration # 75 - FCN = 297239.5334424 Edm = 0.051083 NCalls = 226 -VariableMetric: Iteration # 76 - FCN = 297239.4770643 Edm = 0.0158764 NCalls = 229 -VariableMetric: Iteration # 77 - FCN = 297239.4527255 Edm = 0.0149669 NCalls = 231 -VariableMetric: Iteration # 78 - FCN = 297239.4411807 Edm = 0.00548885 NCalls = 233 -VariableMetric: Iteration # 79 - FCN = 297239.4333073 Edm = 0.00197899 NCalls = 235 -VariableMetric: Iteration # 80 - FCN = 297239.4308017 Edm = 0.000141541 NCalls = 237 -VariableMetric: Iteration # 81 - FCN = 297239.4305589 Edm = 4.91139e-05 NCalls = 239 -VariableMetric: After Hessian - FCN = 297239.4305589 Edm = 6.10345 NCalls = 714 -VariableMetric: Iteration # 82 - FCN = 297239.4305589 Edm = 6.10345 NCalls = 714 -VariableMetric: Iteration # 83 - FCN = 297239.206953 Edm = 2.30898 NCalls = 721 -VariableMetric: Iteration # 84 - FCN = 297237.4874259 Edm = 0.616593 NCalls = 732 -VariableMetric: Iteration # 85 - FCN = 297237.390268 Edm = 0.295054 NCalls = 734 -VariableMetric: Iteration # 86 - FCN = 297236.8776547 Edm = 0.158048 NCalls = 740 -VariableMetric: Iteration # 87 - FCN = 297236.773906 Edm = 0.412963 NCalls = 742 -VariableMetric: Iteration # 88 - FCN = 297236.6216917 Edm = 1.07011 NCalls = 745 -VariableMetric: Iteration # 89 - FCN = 297235.9679472 Edm = 3.76306 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297234.7868886 Edm = 5.93732 NCalls = 756 -VariableMetric: Iteration # 91 - FCN = 297233.821698 Edm = 1.89625 NCalls = 760 -VariableMetric: Iteration # 92 - FCN = 297232.7307775 Edm = 2.98568 NCalls = 764 -VariableMetric: Iteration # 93 - FCN = 297231.0316958 Edm = 4.14085 NCalls = 768 -VariableMetric: Iteration # 94 - FCN = 297230.2752424 Edm = 0.976332 NCalls = 772 -VariableMetric: Iteration # 95 - FCN = 297229.6740633 Edm = 1.26492 NCalls = 776 -VariableMetric: Iteration # 96 - FCN = 297229.2331832 Edm = 0.552424 NCalls = 779 -VariableMetric: Iteration # 97 - FCN = 297229.003323 Edm = 0.132686 NCalls = 781 -VariableMetric: Iteration # 98 - FCN = 297228.8610781 Edm = 0.0877162 NCalls = 784 -VariableMetric: Iteration # 99 - FCN = 297228.7821654 Edm = 0.0674202 NCalls = 786 -VariableMetric: Iteration # 100 - FCN = 297228.7092049 Edm = 0.0476116 NCalls = 788 -VariableMetric: Iteration # 101 - FCN = 297228.6330858 Edm = 0.0495572 NCalls = 790 -VariableMetric: Iteration # 102 - FCN = 297228.5439214 Edm = 0.0431376 NCalls = 793 -VariableMetric: Iteration # 103 - FCN = 297228.4753886 Edm = 0.0236812 NCalls = 795 -VariableMetric: Iteration # 104 - FCN = 297228.447133 Edm = 0.00964079 NCalls = 797 -VariableMetric: Iteration # 105 - FCN = 297228.4225213 Edm = 0.0134696 NCalls = 799 -VariableMetric: Iteration # 106 - FCN = 297228.3919931 Edm = 0.018605 NCalls = 802 -VariableMetric: Iteration # 107 - FCN = 297228.3645274 Edm = 0.00592014 NCalls = 804 -VariableMetric: Iteration # 108 - FCN = 297228.3550566 Edm = 0.00348404 NCalls = 806 -VariableMetric: Iteration # 109 - FCN = 297228.3517419 Edm = 0.00114906 NCalls = 808 -VariableMetric: Iteration # 110 - FCN = 297228.3492649 Edm = 0.000729552 NCalls = 810 -VariableMetric: Iteration # 111 - FCN = 297228.3473026 Edm = 0.000702695 NCalls = 812 -VariableMetric: Iteration # 112 - FCN = 297228.3436592 Edm = 0.00213294 NCalls = 814 -VariableMetric: Iteration # 113 - FCN = 297228.3398401 Edm = 0.00183968 NCalls = 817 -VariableMetric: Iteration # 114 - FCN = 297228.3376423 Edm = 0.00083342 NCalls = 819 -VariableMetric: Iteration # 115 - FCN = 297228.336513 Edm = 0.000553013 NCalls = 821 -VariableMetric: Iteration # 116 - FCN = 297228.3347097 Edm = 0.000490227 NCalls = 824 -VariableMetric: Iteration # 117 - FCN = 297228.33373 Edm = 0.000307666 NCalls = 826 -VariableMetric: Iteration # 118 - FCN = 297228.3330293 Edm = 0.000315577 NCalls = 828 -VariableMetric: Iteration # 119 - FCN = 297228.3323586 Edm = 0.000166528 NCalls = 830 -VariableMetric: Iteration # 120 - FCN = 297228.33207 Edm = 6.02286e-05 NCalls = 832 -VariableMetric: After Hessian - FCN = 297228.33207 Edm = 0.000178657 NCalls = 1315 -VariableMetric: Iteration # 121 - FCN = 297228.33207 Edm = 0.000178657 NCalls = 1315 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 329632.9737686 Edm = 7547.94 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 329632.9737686 Edm = 7547.94 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 320562.8256038 Edm = 21.859 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 301086.8862075 Edm = 18.7631 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 300899.070571 Edm = 37.0136 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 300816.6852397 Edm = 102.512 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297690.0800379 Edm = 79.3726 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297653.3691944 Edm = 31.8248 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 297608.8953929 Edm = 0.849779 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297608.1197817 Edm = 0.0428406 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297605.1806907 Edm = 3.13216 NCalls = 39 -VariableMetric: Iteration # 10 - FCN = 297601.0702166 Edm = 3.63143 NCalls = 44 -VariableMetric: Iteration # 11 - FCN = 297497.9117745 Edm = 2.74713 NCalls = 49 -VariableMetric: Iteration # 12 - FCN = 297495.5037064 Edm = 0.105685 NCalls = 51 -VariableMetric: Iteration # 13 - FCN = 297495.2113772 Edm = 0.260235 NCalls = 53 -VariableMetric: Iteration # 14 - FCN = 297465.4205434 Edm = 4.3305 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297460.6942221 Edm = 0.0395092 NCalls = 61 -VariableMetric: Iteration # 16 - FCN = 297460.6470518 Edm = 0.0124546 NCalls = 63 -VariableMetric: Iteration # 17 - FCN = 297456.7718988 Edm = 3.72302 NCalls = 69 -VariableMetric: Iteration # 18 - FCN = 297353.2670335 Edm = 17.4852 NCalls = 74 -VariableMetric: Iteration # 19 - FCN = 297332.1055597 Edm = 6.92977 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297324.7305821 Edm = 2.17361 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297321.836902 Edm = 0.253991 NCalls = 82 -VariableMetric: Iteration # 22 - FCN = 297321.5392358 Edm = 0.0378865 NCalls = 84 -VariableMetric: Iteration # 23 - FCN = 297321.4774222 Edm = 0.0420957 NCalls = 86 -VariableMetric: Iteration # 24 - FCN = 297318.6279016 Edm = 2.91091 NCalls = 92 -VariableMetric: Iteration # 25 - FCN = 297305.7927469 Edm = 10.6161 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297271.8010702 Edm = 18.3176 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297260.3257561 Edm = 1.18155 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297259.7440949 Edm = 0.29922 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297259.4716951 Edm = 0.0499529 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297259.4152351 Edm = 0.0131233 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297259.3864046 Edm = 0.0171753 NCalls = 112 -VariableMetric: Iteration # 32 - FCN = 297256.3266003 Edm = 2.48959 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297235.0826972 Edm = 1.38853 NCalls = 123 -VariableMetric: Iteration # 34 - FCN = 297232.5478338 Edm = 0.744128 NCalls = 125 -VariableMetric: Iteration # 35 - FCN = 297231.9055576 Edm = 0.143604 NCalls = 127 -VariableMetric: Iteration # 36 - FCN = 297231.6445364 Edm = 0.0398624 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297231.4944982 Edm = 0.0454056 NCalls = 131 -VariableMetric: Iteration # 38 - FCN = 297231.3817555 Edm = 0.00929369 NCalls = 133 -VariableMetric: Iteration # 39 - FCN = 297231.3575505 Edm = 0.00804455 NCalls = 135 -VariableMetric: Iteration # 40 - FCN = 297231.2552264 Edm = 0.094119 NCalls = 138 -VariableMetric: Iteration # 41 - FCN = 297230.6945923 Edm = 0.585769 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297226.9932513 Edm = 2.46481 NCalls = 146 -VariableMetric: Iteration # 43 - FCN = 297220.4592032 Edm = 6.32102 NCalls = 148 -VariableMetric: Iteration # 44 - FCN = 297217.158802 Edm = 2.50325 NCalls = 150 -VariableMetric: Iteration # 45 - FCN = 297213.7645554 Edm = 1.54492 NCalls = 152 -VariableMetric: Iteration # 46 - FCN = 297206.2306551 Edm = 5.85428 NCalls = 154 -VariableMetric: Iteration # 47 - FCN = 297202.8504357 Edm = 3.19688 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297201.0993593 Edm = 1.47643 NCalls = 157 -VariableMetric: Iteration # 49 - FCN = 297200.6173142 Edm = 0.071517 NCalls = 159 -VariableMetric: Iteration # 50 - FCN = 297200.5487572 Edm = 0.00440385 NCalls = 161 -VariableMetric: Iteration # 51 - FCN = 297200.5433565 Edm = 0.00119851 NCalls = 163 -VariableMetric: Iteration # 52 - FCN = 297200.5370687 Edm = 0.00459504 NCalls = 165 -VariableMetric: Iteration # 53 - FCN = 297200.3773073 Edm = 0.15872 NCalls = 169 -VariableMetric: Iteration # 54 - FCN = 297196.8917186 Edm = 2.21528 NCalls = 176 -VariableMetric: Iteration # 55 - FCN = 297191.001552 Edm = 0.297225 NCalls = 178 -VariableMetric: Iteration # 56 - FCN = 297190.7332386 Edm = 0.015869 NCalls = 179 -VariableMetric: Iteration # 57 - FCN = 297190.7212652 Edm = 0.00100998 NCalls = 181 -VariableMetric: Iteration # 58 - FCN = 297190.7200988 Edm = 0.000248578 NCalls = 183 -VariableMetric: Iteration # 59 - FCN = 297190.7147523 Edm = 0.00529492 NCalls = 187 -VariableMetric: Iteration # 60 - FCN = 297190.4284039 Edm = 0.078856 NCalls = 194 -VariableMetric: Iteration # 61 - FCN = 297189.1078057 Edm = 0.752036 NCalls = 196 -VariableMetric: Iteration # 62 - FCN = 297186.6853294 Edm = 0.0511396 NCalls = 198 -VariableMetric: Iteration # 63 - FCN = 297186.629643 Edm = 0.0011178 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297186.6285401 Edm = 0.000131465 NCalls = 201 -VariableMetric: Iteration # 65 - FCN = 297186.6270382 Edm = 0.00110736 NCalls = 204 -VariableMetric: Iteration # 66 - FCN = 297186.5735729 Edm = 0.0513469 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297184.6961466 Edm = 0.273855 NCalls = 214 -VariableMetric: Iteration # 68 - FCN = 297184.3591715 Edm = 0.00443912 NCalls = 216 -VariableMetric: Iteration # 69 - FCN = 297184.3548802 Edm = 0.000116956 NCalls = 218 -VariableMetric: Iteration # 70 - FCN = 297184.3547371 Edm = 2.65511e-05 NCalls = 220 -VariableMetric: After Hessian - FCN = 297184.3547371 Edm = 2.7093 NCalls = 697 -VariableMetric: Iteration # 71 - FCN = 297184.3547371 Edm = 2.7093 NCalls = 697 -VariableMetric: Iteration # 72 - FCN = 297184.0045158 Edm = 2.35414 NCalls = 699 -VariableMetric: Iteration # 73 - FCN = 297183.6463277 Edm = 3.14403 NCalls = 701 -VariableMetric: Iteration # 74 - FCN = 297182.8060058 Edm = 1.9959 NCalls = 703 -VariableMetric: Iteration # 75 - FCN = 297182.2226544 Edm = 0.964669 NCalls = 705 -VariableMetric: Iteration # 76 - FCN = 297181.5483747 Edm = 0.466821 NCalls = 707 -VariableMetric: Iteration # 77 - FCN = 297181.4470536 Edm = 0.232227 NCalls = 709 -VariableMetric: Iteration # 78 - FCN = 297181.4127783 Edm = 0.305331 NCalls = 711 -VariableMetric: Iteration # 79 - FCN = 297181.3795066 Edm = 0.280907 NCalls = 713 -VariableMetric: Iteration # 80 - FCN = 297181.3350672 Edm = 0.237021 NCalls = 715 -VariableMetric: Iteration # 81 - FCN = 297181.2628356 Edm = 0.138398 NCalls = 717 -VariableMetric: Iteration # 82 - FCN = 297181.1577286 Edm = 0.0615019 NCalls = 719 -VariableMetric: Iteration # 83 - FCN = 297181.1174153 Edm = 0.0702999 NCalls = 721 -VariableMetric: Iteration # 84 - FCN = 297180.9358069 Edm = 0.131182 NCalls = 724 -VariableMetric: Iteration # 85 - FCN = 297180.8169412 Edm = 0.124252 NCalls = 725 -VariableMetric: Iteration # 86 - FCN = 297180.6576832 Edm = 0.0460499 NCalls = 728 -VariableMetric: Iteration # 87 - FCN = 297180.6323339 Edm = 0.0303423 NCalls = 730 -VariableMetric: Iteration # 88 - FCN = 297180.6102568 Edm = 0.0174267 NCalls = 732 -VariableMetric: Iteration # 89 - FCN = 297180.5749954 Edm = 0.0229476 NCalls = 734 -VariableMetric: Iteration # 90 - FCN = 297180.4225204 Edm = 0.112054 NCalls = 737 -VariableMetric: Iteration # 91 - FCN = 297180.3000456 Edm = 0.10948 NCalls = 740 -VariableMetric: Iteration # 92 - FCN = 297180.1877042 Edm = 0.0235866 NCalls = 743 -VariableMetric: Iteration # 93 - FCN = 297180.1640928 Edm = 0.0119266 NCalls = 745 -VariableMetric: Iteration # 94 - FCN = 297180.1559094 Edm = 0.00249519 NCalls = 746 -VariableMetric: Iteration # 95 - FCN = 297180.1535079 Edm = 0.0011687 NCalls = 748 -VariableMetric: Iteration # 96 - FCN = 297180.1499086 Edm = 0.00204141 NCalls = 750 -VariableMetric: Iteration # 97 - FCN = 297180.1381784 Edm = 0.0061835 NCalls = 753 -VariableMetric: Iteration # 98 - FCN = 297180.1227374 Edm = 0.00331096 NCalls = 755 -VariableMetric: Iteration # 99 - FCN = 297180.1187088 Edm = 0.00089237 NCalls = 757 -VariableMetric: Iteration # 100 - FCN = 297180.117777 Edm = 0.000267721 NCalls = 759 -VariableMetric: Iteration # 101 - FCN = 297180.1172733 Edm = 0.000233296 NCalls = 761 -VariableMetric: Iteration # 102 - FCN = 297180.1164049 Edm = 0.000493669 NCalls = 764 -VariableMetric: Iteration # 103 - FCN = 297180.1158713 Edm = 0.000656287 NCalls = 767 -VariableMetric: Iteration # 104 - FCN = 297180.1143745 Edm = 0.000779484 NCalls = 771 -VariableMetric: Iteration # 105 - FCN = 297180.1137827 Edm = 0.00030982 NCalls = 773 -VariableMetric: Iteration # 106 - FCN = 297180.1130321 Edm = 0.000350365 NCalls = 775 -VariableMetric: Iteration # 107 - FCN = 297180.1107891 Edm = 0.00146428 NCalls = 779 -VariableMetric: Iteration # 108 - FCN = 297180.1071857 Edm = 0.00569369 NCalls = 782 -VariableMetric: Iteration # 109 - FCN = 297180.1043694 Edm = 0.00180093 NCalls = 787 -VariableMetric: Iteration # 110 - FCN = 297180.1022358 Edm = 0.00319434 NCalls = 790 -VariableMetric: Iteration # 111 - FCN = 297180.0998353 Edm = 0.00199161 NCalls = 792 -VariableMetric: Iteration # 112 - FCN = 297180.0952456 Edm = 0.00119649 NCalls = 796 -VariableMetric: Iteration # 113 - FCN = 297180.0940538 Edm = 0.000157964 NCalls = 797 -VariableMetric: Iteration # 114 - FCN = 297180.0939053 Edm = 2.91419e-05 NCalls = 799 -VariableMetric: After Hessian - FCN = 297180.0939053 Edm = 0.000315253 NCalls = 1286 -VariableMetric: Iteration # 115 - FCN = 297180.0939053 Edm = 0.000315253 NCalls = 1286 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 353406.6968604 Edm = 922.755 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 353406.6968604 Edm = 922.755 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 309053.2428179 Edm = 18.9832 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 300134.6402578 Edm = 1658.3 NCalls = 21 -VariableMetric: Iteration # 3 - FCN = 300134.6402578 Edm = 1658.3 NCalls = 32 -VariableMetric: After Hessian - FCN = 300134.6402578 Edm = 2.72837e+07 NCalls = 503 -VariableMetric: Iteration # 4 - FCN = 300134.6402578 Edm = 2.72837e+07 NCalls = 503 -VariableMetric: Iteration # 5 - FCN = 299941.2182986 Edm = 1.15178e+08 NCalls = 514 -VariableMetric: Iteration # 6 - FCN = 299241.8513306 Edm = 24539.4 NCalls = 524 -VariableMetric: Iteration # 7 - FCN = 299111.6343519 Edm = 319.899 NCalls = 531 -VariableMetric: Iteration # 8 - FCN = 298306.9978998 Edm = 133.799 NCalls = 538 -VariableMetric: Iteration # 9 - FCN = 297689.7603525 Edm = 35.763 NCalls = 542 -VariableMetric: Iteration # 10 - FCN = 297669.4468143 Edm = 7.07138 NCalls = 544 -VariableMetric: Iteration # 11 - FCN = 297661.2517354 Edm = 0.613627 NCalls = 546 -VariableMetric: Iteration # 12 - FCN = 297608.1020052 Edm = 14.6821 NCalls = 551 -VariableMetric: Iteration # 13 - FCN = 297587.3329051 Edm = 0.596178 NCalls = 553 -VariableMetric: Iteration # 14 - FCN = 297584.9623373 Edm = 1.92332 NCalls = 555 -VariableMetric: Iteration # 15 - FCN = 297532.5047823 Edm = 1.77536 NCalls = 561 -VariableMetric: Iteration # 16 - FCN = 297530.3240084 Edm = 0.481067 NCalls = 563 -VariableMetric: Iteration # 17 - FCN = 297528.4302067 Edm = 1.38665 NCalls = 565 -VariableMetric: Iteration # 18 - FCN = 297502.8363495 Edm = 8.90756 NCalls = 569 -VariableMetric: Iteration # 19 - FCN = 297488.2049037 Edm = 0.167009 NCalls = 571 -VariableMetric: Iteration # 20 - FCN = 297488.0047996 Edm = 0.0355193 NCalls = 573 -VariableMetric: Iteration # 21 - FCN = 297487.3456486 Edm = 0.607086 NCalls = 577 -VariableMetric: Iteration # 22 - FCN = 297476.8487199 Edm = 11.1285 NCalls = 581 -VariableMetric: Iteration # 23 - FCN = 297467.6234061 Edm = 8.01711 NCalls = 584 -VariableMetric: Iteration # 24 - FCN = 297458.220541 Edm = 6.46611 NCalls = 588 -VariableMetric: Iteration # 25 - FCN = 297425.8916167 Edm = 5.35329 NCalls = 590 -VariableMetric: Iteration # 26 - FCN = 297418.103306 Edm = 0.114158 NCalls = 593 -VariableMetric: Iteration # 27 - FCN = 297417.9798773 Edm = 0.00862963 NCalls = 595 -VariableMetric: Iteration # 28 - FCN = 297417.9394817 Edm = 0.0344539 NCalls = 597 -VariableMetric: Iteration # 29 - FCN = 297416.7959913 Edm = 1.43454 NCalls = 603 -VariableMetric: Iteration # 30 - FCN = 297416.6736211 Edm = 0.118154 NCalls = 607 -VariableMetric: Iteration # 31 - FCN = 297411.2144142 Edm = 2.08634 NCalls = 614 -VariableMetric: Iteration # 32 - FCN = 297407.238778 Edm = 0.0488321 NCalls = 616 -VariableMetric: Iteration # 33 - FCN = 297407.1812535 Edm = 0.00631082 NCalls = 618 -VariableMetric: Iteration # 34 - FCN = 297407.1017444 Edm = 0.0780221 NCalls = 621 -VariableMetric: Iteration # 35 - FCN = 297402.7300171 Edm = 3.3545 NCalls = 628 -VariableMetric: Iteration # 36 - FCN = 297377.0244533 Edm = 2.0017 NCalls = 631 -VariableMetric: Iteration # 37 - FCN = 297375.0036909 Edm = 0.159787 NCalls = 633 -VariableMetric: Iteration # 38 - FCN = 297374.812747 Edm = 0.013455 NCalls = 635 -VariableMetric: Iteration # 39 - FCN = 297374.7732484 Edm = 0.0302747 NCalls = 637 -VariableMetric: Iteration # 40 - FCN = 297373.657125 Edm = 1.09047 NCalls = 642 -VariableMetric: Iteration # 41 - FCN = 297362.5370813 Edm = 0.973566 NCalls = 645 -VariableMetric: Iteration # 42 - FCN = 297361.7614727 Edm = 0.067271 NCalls = 647 -VariableMetric: Iteration # 43 - FCN = 297361.6996541 Edm = 0.00657243 NCalls = 648 -VariableMetric: Iteration # 44 - FCN = 297361.6798957 Edm = 0.0103799 NCalls = 650 -VariableMetric: Iteration # 45 - FCN = 297361.2383213 Edm = 0.374039 NCalls = 654 -VariableMetric: Iteration # 46 - FCN = 297348.9338411 Edm = 5.97474 NCalls = 658 -VariableMetric: Iteration # 47 - FCN = 297341.7277097 Edm = 0.479581 NCalls = 660 -VariableMetric: Iteration # 48 - FCN = 297341.1991266 Edm = 0.0287267 NCalls = 661 -VariableMetric: Iteration # 49 - FCN = 297341.1479561 Edm = 0.0172147 NCalls = 663 -VariableMetric: Iteration # 50 - FCN = 297340.9357037 Edm = 0.128941 NCalls = 666 -VariableMetric: Iteration # 51 - FCN = 297337.8845919 Edm = 2.3037 NCalls = 670 -VariableMetric: Iteration # 52 - FCN = 297319.7737869 Edm = 1.37301 NCalls = 673 -VariableMetric: Iteration # 53 - FCN = 297318.6589907 Edm = 0.195715 NCalls = 675 -VariableMetric: Iteration # 54 - FCN = 297318.5026598 Edm = 0.013329 NCalls = 677 -VariableMetric: Iteration # 55 - FCN = 297318.487379 Edm = 0.000408131 NCalls = 679 -VariableMetric: Iteration # 56 - FCN = 297318.4862478 Edm = 0.000648399 NCalls = 681 -VariableMetric: Iteration # 57 - FCN = 297318.4750969 Edm = 0.00911286 NCalls = 685 -VariableMetric: Iteration # 58 - FCN = 297318.3762619 Edm = 0.0692857 NCalls = 688 -VariableMetric: Iteration # 59 - FCN = 297316.024289 Edm = 1.32813 NCalls = 692 -VariableMetric: Iteration # 60 - FCN = 297312.3618634 Edm = 1.23226 NCalls = 695 -VariableMetric: Iteration # 61 - FCN = 297310.7723856 Edm = 0.269163 NCalls = 698 -VariableMetric: Iteration # 62 - FCN = 297310.0687975 Edm = 0.389614 NCalls = 701 -VariableMetric: Iteration # 63 - FCN = 297309.3138995 Edm = 0.437296 NCalls = 707 -VariableMetric: Iteration # 64 - FCN = 297309.133246 Edm = 0.480942 NCalls = 709 -VariableMetric: Iteration # 65 - FCN = 297308.8160471 Edm = 0.118635 NCalls = 711 -VariableMetric: Iteration # 66 - FCN = 297308.6799467 Edm = 0.0118599 NCalls = 713 -VariableMetric: Iteration # 67 - FCN = 297308.6689258 Edm = 0.00145877 NCalls = 715 -VariableMetric: Iteration # 68 - FCN = 297308.6675503 Edm = 0.000347951 NCalls = 717 -VariableMetric: Iteration # 69 - FCN = 297308.6615635 Edm = 0.00515162 NCalls = 721 -VariableMetric: Iteration # 70 - FCN = 297308.4580662 Edm = 0.183987 NCalls = 725 -VariableMetric: Iteration # 71 - FCN = 297304.9243739 Edm = 0.31444 NCalls = 729 -VariableMetric: Iteration # 72 - FCN = 297304.5077673 Edm = 0.00849042 NCalls = 731 -VariableMetric: Iteration # 73 - FCN = 297304.4988296 Edm = 0.000833621 NCalls = 732 -VariableMetric: Iteration # 74 - FCN = 297304.4982121 Edm = 5.14054e-05 NCalls = 734 -VariableMetric: After Hessian - FCN = 297304.4982121 Edm = 2.4534 NCalls = 1217 -VariableMetric: Iteration # 75 - FCN = 297304.4982121 Edm = 2.4534 NCalls = 1217 -VariableMetric: Iteration # 76 - FCN = 297303.6219932 Edm = 1.40694 NCalls = 1219 -VariableMetric: Iteration # 77 - FCN = 297302.5677095 Edm = 0.830803 NCalls = 1221 -VariableMetric: Iteration # 78 - FCN = 297302.4915999 Edm = 0.18567 NCalls = 1223 -VariableMetric: Iteration # 79 - FCN = 297302.4595331 Edm = 0.0908378 NCalls = 1225 -VariableMetric: Iteration # 80 - FCN = 297302.3829298 Edm = 0.0248806 NCalls = 1227 -VariableMetric: Iteration # 81 - FCN = 297302.3343775 Edm = 0.0185347 NCalls = 1229 -VariableMetric: Iteration # 82 - FCN = 297302.3100714 Edm = 0.0130009 NCalls = 1232 -VariableMetric: Iteration # 83 - FCN = 297302.29704 Edm = 0.00633562 NCalls = 1235 -VariableMetric: Iteration # 84 - FCN = 297302.2897581 Edm = 0.00528181 NCalls = 1237 -VariableMetric: Iteration # 85 - FCN = 297302.2826285 Edm = 0.00500114 NCalls = 1240 -VariableMetric: Iteration # 86 - FCN = 297302.2760843 Edm = 0.000872012 NCalls = 1242 -VariableMetric: Iteration # 87 - FCN = 297302.2748852 Edm = 0.000130304 NCalls = 1244 -VariableMetric: Iteration # 88 - FCN = 297302.2745618 Edm = 0.000168287 NCalls = 1246 -VariableMetric: Iteration # 89 - FCN = 297302.2739292 Edm = 0.000357381 NCalls = 1248 -VariableMetric: Iteration # 90 - FCN = 297302.2737689 Edm = 0.000132371 NCalls = 1250 -VariableMetric: Iteration # 91 - FCN = 297302.2736277 Edm = 2.0043e-05 NCalls = 1252 -VariableMetric: After Hessian - FCN = 297302.2736277 Edm = 0.000187379 NCalls = 1737 -VariableMetric: Iteration # 92 - FCN = 297302.2736277 Edm = 0.000187379 NCalls = 1737 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 300659.5016883 Edm = 8.86692 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 300659.5016883 Edm = 8.86692 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299530.7785539 Edm = 1.35142 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 299510.1518586 Edm = 1.84918 NCalls = 9 -VariableMetric: Iteration # 3 - FCN = 299496.8764564 Edm = 15.0448 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 299389.0347475 Edm = 82.3825 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298049.4728875 Edm = 73.5002 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 297896.6251643 Edm = 39.1005 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 297880.1735518 Edm = 0.957118 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297879.2526537 Edm = 0.186712 NCalls = 29 -VariableMetric: Iteration # 9 - FCN = 297874.198297 Edm = 5.1665 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 297870.0437748 Edm = 3.72154 NCalls = 37 -VariableMetric: Iteration # 11 - FCN = 297763.6257498 Edm = 0.866176 NCalls = 41 -VariableMetric: Iteration # 12 - FCN = 297762.2999557 Edm = 0.159514 NCalls = 43 -VariableMetric: Iteration # 13 - FCN = 297761.391002 Edm = 0.725262 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297684.8969786 Edm = 38.0366 NCalls = 51 -VariableMetric: Iteration # 15 - FCN = 297618.715993 Edm = 0.27223 NCalls = 53 -VariableMetric: Iteration # 16 - FCN = 297618.4675572 Edm = 0.0226071 NCalls = 55 -VariableMetric: Iteration # 17 - FCN = 297617.8511868 Edm = 0.586925 NCalls = 59 -VariableMetric: Iteration # 18 - FCN = 297528.0301317 Edm = 22.2129 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297491.0140457 Edm = 5.76932 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297482.2382311 Edm = 4.54803 NCalls = 70 -VariableMetric: Iteration # 21 - FCN = 297476.2595289 Edm = 2.39557 NCalls = 72 -VariableMetric: Iteration # 22 - FCN = 297471.7367334 Edm = 2.38158 NCalls = 74 -VariableMetric: Iteration # 23 - FCN = 297470.3528783 Edm = 13.3925 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297467.0814864 Edm = 2.41726 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297466.0890106 Edm = 1.23206 NCalls = 79 -VariableMetric: Iteration # 26 - FCN = 297465.1156658 Edm = 0.408207 NCalls = 81 -VariableMetric: Iteration # 27 - FCN = 297462.8727862 Edm = 1.51236 NCalls = 84 -VariableMetric: Iteration # 28 - FCN = 297448.1745347 Edm = 4.16989 NCalls = 88 -VariableMetric: Iteration # 29 - FCN = 297446.1768459 Edm = 0.477028 NCalls = 90 -VariableMetric: Iteration # 30 - FCN = 297445.719809 Edm = 0.00755337 NCalls = 92 -VariableMetric: Iteration # 31 - FCN = 297445.6985444 Edm = 0.0171165 NCalls = 94 -VariableMetric: Iteration # 32 - FCN = 297445.3988612 Edm = 0.27457 NCalls = 99 -VariableMetric: Iteration # 33 - FCN = 297426.3022697 Edm = 12.8946 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297392.7726202 Edm = 27.1484 NCalls = 109 -VariableMetric: Iteration # 35 - FCN = 297375.0295332 Edm = 5.1592 NCalls = 112 -VariableMetric: Iteration # 36 - FCN = 297370.8930025 Edm = 1.57852 NCalls = 115 -VariableMetric: Iteration # 37 - FCN = 297370.1019889 Edm = 0.297239 NCalls = 117 -VariableMetric: Iteration # 38 - FCN = 297369.8844701 Edm = 0.0205803 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297369.8579404 Edm = 0.0111097 NCalls = 121 -VariableMetric: Iteration # 40 - FCN = 297369.7424882 Edm = 0.0672322 NCalls = 125 -VariableMetric: Iteration # 41 - FCN = 297369.2103166 Edm = 0.634229 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297363.5922908 Edm = 4.4255 NCalls = 134 -VariableMetric: Iteration # 43 - FCN = 297342.6171898 Edm = 7.36737 NCalls = 138 -VariableMetric: Iteration # 44 - FCN = 297335.3849395 Edm = 1.45817 NCalls = 140 -VariableMetric: Iteration # 45 - FCN = 297334.2811125 Edm = 0.35773 NCalls = 141 -VariableMetric: Iteration # 46 - FCN = 297334.0356287 Edm = 0.0331537 NCalls = 143 -VariableMetric: Iteration # 47 - FCN = 297333.9995882 Edm = 0.00479449 NCalls = 145 -VariableMetric: Iteration # 48 - FCN = 297333.9935426 Edm = 0.00311245 NCalls = 147 -VariableMetric: Iteration # 49 - FCN = 297333.9745641 Edm = 0.0169691 NCalls = 150 -VariableMetric: Iteration # 50 - FCN = 297330.2803261 Edm = 1.77692 NCalls = 157 -VariableMetric: Iteration # 51 - FCN = 297325.4449272 Edm = 0.404775 NCalls = 159 -VariableMetric: Iteration # 52 - FCN = 297325.0058569 Edm = 0.0116737 NCalls = 161 -VariableMetric: Iteration # 53 - FCN = 297324.9915692 Edm = 0.00184766 NCalls = 163 -VariableMetric: Iteration # 54 - FCN = 297324.9782449 Edm = 0.0126908 NCalls = 166 -VariableMetric: Iteration # 55 - FCN = 297323.6208917 Edm = 1.34259 NCalls = 173 -VariableMetric: Iteration # 56 - FCN = 297298.1252072 Edm = 4.54977 NCalls = 177 -VariableMetric: Iteration # 57 - FCN = 297294.0842776 Edm = 0.590801 NCalls = 179 -VariableMetric: Iteration # 58 - FCN = 297293.6916359 Edm = 0.0618078 NCalls = 181 -VariableMetric: Iteration # 59 - FCN = 297293.6390617 Edm = 0.00644404 NCalls = 182 -VariableMetric: Iteration # 60 - FCN = 297293.6268915 Edm = 0.00757327 NCalls = 184 -VariableMetric: Iteration # 61 - FCN = 297293.5683604 Edm = 0.0367621 NCalls = 188 -VariableMetric: Iteration # 62 - FCN = 297293.2763385 Edm = 0.320309 NCalls = 191 -VariableMetric: Iteration # 63 - FCN = 297290.0411667 Edm = 2.33032 NCalls = 197 -VariableMetric: Iteration # 64 - FCN = 297283.1407005 Edm = 1.63421 NCalls = 200 -VariableMetric: Iteration # 65 - FCN = 297282.2432796 Edm = 0.129842 NCalls = 202 -VariableMetric: Iteration # 66 - FCN = 297282.1088902 Edm = 0.00839546 NCalls = 204 -VariableMetric: Iteration # 67 - FCN = 297282.0939665 Edm = 0.00220009 NCalls = 206 -VariableMetric: Iteration # 68 - FCN = 297282.0856371 Edm = 0.00391727 NCalls = 208 -VariableMetric: Iteration # 69 - FCN = 297282.0518624 Edm = 0.0228915 NCalls = 211 -VariableMetric: Iteration # 70 - FCN = 297281.8335548 Edm = 0.191085 NCalls = 214 -VariableMetric: Iteration # 71 - FCN = 297275.5167764 Edm = 3.06365 NCalls = 218 -VariableMetric: Iteration # 72 - FCN = 297269.0013298 Edm = 0.646023 NCalls = 221 -VariableMetric: Iteration # 73 - FCN = 297268.46679 Edm = 0.205076 NCalls = 223 -VariableMetric: Iteration # 74 - FCN = 297268.2621556 Edm = 0.0556002 NCalls = 225 -VariableMetric: Iteration # 75 - FCN = 297268.191045 Edm = 0.00767737 NCalls = 227 -VariableMetric: Iteration # 76 - FCN = 297268.18065 Edm = 0.000964137 NCalls = 229 -VariableMetric: Iteration # 77 - FCN = 297268.1761042 Edm = 0.00394541 NCalls = 231 -VariableMetric: Iteration # 78 - FCN = 297268.0779457 Edm = 0.0701587 NCalls = 236 -VariableMetric: Iteration # 79 - FCN = 297267.2796432 Edm = 0.479343 NCalls = 239 -VariableMetric: Iteration # 80 - FCN = 297264.1044966 Edm = 0.333824 NCalls = 242 -VariableMetric: Iteration # 81 - FCN = 297263.7314632 Edm = 0.0559707 NCalls = 244 -VariableMetric: Iteration # 82 - FCN = 297263.7083215 Edm = 0.00492287 NCalls = 246 -VariableMetric: Iteration # 83 - FCN = 297263.7036082 Edm = 0.000275129 NCalls = 248 -VariableMetric: Iteration # 84 - FCN = 297263.7027766 Edm = 0.000517081 NCalls = 250 -VariableMetric: Iteration # 85 - FCN = 297263.6958232 Edm = 0.00391773 NCalls = 253 -VariableMetric: Iteration # 86 - FCN = 297263.6617397 Edm = 0.0249005 NCalls = 256 -VariableMetric: Iteration # 87 - FCN = 297262.937602 Edm = 0.524337 NCalls = 260 -VariableMetric: Iteration # 88 - FCN = 297261.1741539 Edm = 0.0452477 NCalls = 262 -VariableMetric: Iteration # 89 - FCN = 297261.1318219 Edm = 0.000967426 NCalls = 264 -VariableMetric: Iteration # 90 - FCN = 297261.1309772 Edm = 6.56995e-05 NCalls = 266 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 309938.9772659 Edm = 96.1434 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 309938.9772659 Edm = 96.1434 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299122.7987699 Edm = 1.57622 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299053.0153814 Edm = 7.75493 NCalls = 16 -VariableMetric: Iteration # 3 - FCN = 298121.2774233 Edm = 3.60062 NCalls = 23 -VariableMetric: Iteration # 4 - FCN = 298103.1156711 Edm = 8.92903 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 298092.5547438 Edm = 7.123 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 298084.4409232 Edm = 1.73751 NCalls = 33 -VariableMetric: Iteration # 7 - FCN = 298082.6286688 Edm = 4.23883 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298080.7516237 Edm = 0.395074 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298075.3591288 Edm = 5.8393 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 298049.1108744 Edm = 12.9926 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298036.6544355 Edm = 0.406997 NCalls = 47 -VariableMetric: Iteration # 12 - FCN = 298036.1364846 Edm = 0.0372792 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 298035.8212664 Edm = 0.24144 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 298024.6826987 Edm = 5.03507 NCalls = 63 -VariableMetric: Iteration # 15 - FCN = 298002.2471984 Edm = 94.3893 NCalls = 66 -VariableMetric: Iteration # 16 - FCN = 297947.7293593 Edm = 20.796 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297945.421579 Edm = 3.68365 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297925.0369368 Edm = 17.9863 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297881.1030272 Edm = 2.69226 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297877.7366346 Edm = 0.494337 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297874.4844235 Edm = 1.93126 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297857.0820147 Edm = 6.70217 NCalls = 89 -VariableMetric: Iteration # 23 - FCN = 297838.8991221 Edm = 29.4141 NCalls = 93 -VariableMetric: Iteration # 24 - FCN = 297824.7246072 Edm = 8.90726 NCalls = 96 -VariableMetric: Iteration # 25 - FCN = 297815.204482 Edm = 3.34311 NCalls = 103 -VariableMetric: Iteration # 26 - FCN = 297808.8407193 Edm = 8.68166 NCalls = 105 -VariableMetric: Iteration # 27 - FCN = 297805.8333866 Edm = 2.01898 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297801.3069904 Edm = 0.838522 NCalls = 111 -VariableMetric: Iteration # 29 - FCN = 297798.03528 Edm = 0.226775 NCalls = 116 -VariableMetric: Iteration # 30 - FCN = 297797.8061692 Edm = 0.94151 NCalls = 117 -VariableMetric: Iteration # 31 - FCN = 297797.5294325 Edm = 0.0957019 NCalls = 120 -VariableMetric: Iteration # 32 - FCN = 297797.2558631 Edm = 0.329284 NCalls = 124 -VariableMetric: Iteration # 33 - FCN = 297796.2543667 Edm = 1.30029 NCalls = 129 -VariableMetric: Iteration # 34 - FCN = 297780.3569432 Edm = 22.0428 NCalls = 136 -VariableMetric: Iteration # 35 - FCN = 297778.9839377 Edm = 2.14042 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297777.2151374 Edm = 5.25799 NCalls = 146 -VariableMetric: Iteration # 37 - FCN = 297773.6700956 Edm = 2.56917 NCalls = 152 -VariableMetric: Iteration # 38 - FCN = 297757.6421799 Edm = 4.51842 NCalls = 156 -VariableMetric: Iteration # 39 - FCN = 297750.8778728 Edm = 4.32844 NCalls = 159 -VariableMetric: Iteration # 40 - FCN = 297714.7071507 Edm = 7.19827 NCalls = 166 -VariableMetric: Iteration # 41 - FCN = 297711.7668522 Edm = 7.14587 NCalls = 168 -VariableMetric: Iteration # 42 - FCN = 297704.8703099 Edm = 0.416891 NCalls = 170 -VariableMetric: Iteration # 43 - FCN = 297704.3888598 Edm = 0.021878 NCalls = 172 -VariableMetric: Iteration # 44 - FCN = 297704.3175865 Edm = 0.048163 NCalls = 174 -VariableMetric: Iteration # 45 - FCN = 297703.2479821 Edm = 1.17985 NCalls = 178 -VariableMetric: Iteration # 46 - FCN = 297702.7075512 Edm = 0.479889 NCalls = 181 -VariableMetric: Iteration # 47 - FCN = 297701.2923023 Edm = 1.07202 NCalls = 185 -VariableMetric: Iteration # 48 - FCN = 297675.5581375 Edm = 11.9932 NCalls = 190 -VariableMetric: Iteration # 49 - FCN = 297654.675431 Edm = 7.31887 NCalls = 193 -VariableMetric: Iteration # 50 - FCN = 297644.3551648 Edm = 5.166 NCalls = 196 -VariableMetric: Iteration # 51 - FCN = 297637.4912851 Edm = 3.75661 NCalls = 199 -VariableMetric: Iteration # 52 - FCN = 297633.6273923 Edm = 0.511747 NCalls = 201 -VariableMetric: Iteration # 53 - FCN = 297633.1232262 Edm = 0.139614 NCalls = 203 -VariableMetric: Iteration # 54 - FCN = 297633.0121657 Edm = 0.0415402 NCalls = 204 -VariableMetric: Iteration # 55 - FCN = 297632.9888122 Edm = 0.00396754 NCalls = 206 -VariableMetric: Iteration # 56 - FCN = 297632.9747751 Edm = 0.00955842 NCalls = 208 -VariableMetric: Iteration # 57 - FCN = 297631.870803 Edm = 1.19785 NCalls = 213 -VariableMetric: Iteration # 58 - FCN = 297631.6395934 Edm = 0.222167 NCalls = 217 -VariableMetric: Iteration # 59 - FCN = 297625.7377004 Edm = 4.79348 NCalls = 224 -VariableMetric: Iteration # 60 - FCN = 297610.8634061 Edm = 1.68394 NCalls = 227 -VariableMetric: Iteration # 61 - FCN = 297608.8447771 Edm = 0.224569 NCalls = 229 -VariableMetric: Iteration # 62 - FCN = 297608.5798336 Edm = 0.02243 NCalls = 231 -VariableMetric: Iteration # 63 - FCN = 297608.54455 Edm = 0.00415514 NCalls = 233 -VariableMetric: Iteration # 64 - FCN = 297608.5384331 Edm = 0.00159769 NCalls = 235 -VariableMetric: Iteration # 65 - FCN = 297608.5172516 Edm = 0.0131646 NCalls = 238 -VariableMetric: Iteration # 66 - FCN = 297607.5137114 Edm = 0.843351 NCalls = 243 -VariableMetric: Iteration # 67 - FCN = 297603.5977162 Edm = 2.94389 NCalls = 247 -VariableMetric: Iteration # 68 - FCN = 297599.5998364 Edm = 1.19896 NCalls = 251 -VariableMetric: Iteration # 69 - FCN = 297598.517872 Edm = 0.85217 NCalls = 254 -VariableMetric: Iteration # 70 - FCN = 297597.7049766 Edm = 0.542061 NCalls = 256 -VariableMetric: Iteration # 71 - FCN = 297596.9332796 Edm = 0.217347 NCalls = 259 -VariableMetric: Iteration # 72 - FCN = 297596.5247406 Edm = 0.114368 NCalls = 262 -VariableMetric: Iteration # 73 - FCN = 297596.4506319 Edm = 0.075576 NCalls = 264 -VariableMetric: Iteration # 74 - FCN = 297596.3558933 Edm = 0.0159653 NCalls = 266 -VariableMetric: Iteration # 75 - FCN = 297596.3312683 Edm = 0.00763316 NCalls = 268 -VariableMetric: Iteration # 76 - FCN = 297596.3243892 Edm = 0.00135791 NCalls = 270 -VariableMetric: Iteration # 77 - FCN = 297596.3225631 Edm = 0.000930996 NCalls = 272 -VariableMetric: Iteration # 78 - FCN = 297596.3148429 Edm = 0.00539354 NCalls = 275 -VariableMetric: Iteration # 79 - FCN = 297596.1155927 Edm = 0.201169 NCalls = 280 -VariableMetric: Iteration # 80 - FCN = 297596.0381133 Edm = 0.0912943 NCalls = 285 -VariableMetric: Iteration # 81 - FCN = 297595.2439967 Edm = 0.86604 NCalls = 291 -VariableMetric: Iteration # 82 - FCN = 297594.8939028 Edm = 0.403461 NCalls = 298 -VariableMetric: Iteration # 83 - FCN = 297593.9683643 Edm = 1.43295 NCalls = 304 -VariableMetric: Iteration # 84 - FCN = 297593.948839 Edm = 0.0243117 NCalls = 306 -VariableMetric: Iteration # 85 - FCN = 297593.9156927 Edm = 0.039128 NCalls = 308 -VariableMetric: Iteration # 86 - FCN = 297591.3337943 Edm = 3.35493 NCalls = 316 -VariableMetric: Iteration # 87 - FCN = 297591.3237182 Edm = 0.0142468 NCalls = 318 -VariableMetric: Iteration # 88 - FCN = 297591.3109715 Edm = 0.027495 NCalls = 320 -VariableMetric: Iteration # 89 - FCN = 297590.6734716 Edm = 0.69414 NCalls = 325 -VariableMetric: Iteration # 90 - FCN = 297590.5143319 Edm = 0.146518 NCalls = 329 -VariableMetric: Iteration # 91 - FCN = 297569.3116618 Edm = 13.1092 NCalls = 334 -VariableMetric: Iteration # 92 - FCN = 297563.9412397 Edm = 4.16133 NCalls = 336 -VariableMetric: Iteration # 93 - FCN = 297559.4083997 Edm = 1.42963 NCalls = 338 -VariableMetric: Iteration # 94 - FCN = 297557.6546627 Edm = 0.358604 NCalls = 341 -VariableMetric: Iteration # 95 - FCN = 297556.677124 Edm = 0.960074 NCalls = 343 -VariableMetric: Iteration # 96 - FCN = 297555.1547362 Edm = 1.99041 NCalls = 347 -VariableMetric: Iteration # 97 - FCN = 297549.3766106 Edm = 6.59041 NCalls = 352 -VariableMetric: Iteration # 98 - FCN = 297546.7312769 Edm = 3.64566 NCalls = 355 -VariableMetric: Iteration # 99 - FCN = 297540.5899481 Edm = 3.83318 NCalls = 361 -VariableMetric: Iteration # 100 - FCN = 297540.3894275 Edm = 0.258307 NCalls = 363 -VariableMetric: Iteration # 101 - FCN = 297538.9113343 Edm = 0.505391 NCalls = 367 -VariableMetric: Iteration # 102 - FCN = 297537.2464834 Edm = 0.542399 NCalls = 370 -VariableMetric: Iteration # 103 - FCN = 297534.7862816 Edm = 0.454614 NCalls = 373 -VariableMetric: Iteration # 104 - FCN = 297533.3629482 Edm = 0.631688 NCalls = 376 -VariableMetric: Iteration # 105 - FCN = 297528.7339252 Edm = 12.5523 NCalls = 381 -VariableMetric: Iteration # 106 - FCN = 297526.2656228 Edm = 1.62012 NCalls = 384 -VariableMetric: Iteration # 107 - FCN = 297522.9782688 Edm = 0.59339 NCalls = 388 -VariableMetric: Iteration # 108 - FCN = 297521.701262 Edm = 0.737404 NCalls = 390 -VariableMetric: Iteration # 109 - FCN = 297520.8401549 Edm = 0.378564 NCalls = 393 -VariableMetric: Iteration # 110 - FCN = 297520.2648023 Edm = 0.195008 NCalls = 396 -VariableMetric: Iteration # 111 - FCN = 297520.0699352 Edm = 0.0866312 NCalls = 398 -VariableMetric: Iteration # 112 - FCN = 297519.9844372 Edm = 0.00809676 NCalls = 400 -VariableMetric: Iteration # 113 - FCN = 297519.9746089 Edm = 0.00245597 NCalls = 402 -VariableMetric: Iteration # 114 - FCN = 297519.9639346 Edm = 0.00217595 NCalls = 405 -VariableMetric: Iteration # 115 - FCN = 297519.9568795 Edm = 0.00452471 NCalls = 407 -VariableMetric: Iteration # 116 - FCN = 297519.8330189 Edm = 0.120462 NCalls = 411 -VariableMetric: Iteration # 117 - FCN = 297516.2088502 Edm = 4.49343 NCalls = 419 -VariableMetric: Iteration # 118 - FCN = 297516.1887392 Edm = 0.0190835 NCalls = 421 -VariableMetric: Iteration # 119 - FCN = 297515.8547009 Edm = 0.41931 NCalls = 426 -VariableMetric: Iteration # 120 - FCN = 297514.559152 Edm = 1.09515 NCalls = 432 -VariableMetric: Iteration # 121 - FCN = 297503.041902 Edm = 10.965 NCalls = 437 -VariableMetric: Iteration # 122 - FCN = 297495.3779328 Edm = 8.01945 NCalls = 440 -VariableMetric: Iteration # 123 - FCN = 297490.2896575 Edm = 1.61656 NCalls = 443 -VariableMetric: Iteration # 124 - FCN = 297489.2865567 Edm = 0.378831 NCalls = 445 -VariableMetric: Iteration # 125 - FCN = 297489.0243041 Edm = 0.0943748 NCalls = 447 -VariableMetric: Iteration # 126 - FCN = 297488.9049413 Edm = 0.0686268 NCalls = 449 -VariableMetric: Iteration # 127 - FCN = 297488.7124318 Edm = 0.0482811 NCalls = 451 -VariableMetric: Iteration # 128 - FCN = 297488.6548269 Edm = 0.00372488 NCalls = 453 -VariableMetric: Iteration # 129 - FCN = 297488.6502167 Edm = 0.000519357 NCalls = 455 -VariableMetric: Iteration # 130 - FCN = 297488.6490406 Edm = 0.000666578 NCalls = 457 -VariableMetric: Iteration # 131 - FCN = 297488.6466758 Edm = 0.00188374 NCalls = 460 -VariableMetric: Iteration # 132 - FCN = 297488.5943148 Edm = 0.0488068 NCalls = 464 -VariableMetric: Iteration # 133 - FCN = 297486.6158861 Edm = 1.78658 NCalls = 469 -VariableMetric: Iteration # 134 - FCN = 297479.2797809 Edm = 0.818946 NCalls = 473 -VariableMetric: Iteration # 135 - FCN = 297478.6299915 Edm = 0.175405 NCalls = 475 -VariableMetric: Iteration # 136 - FCN = 297478.4465225 Edm = 0.0859135 NCalls = 477 -VariableMetric: Iteration # 137 - FCN = 297478.3486893 Edm = 0.032504 NCalls = 479 -VariableMetric: Iteration # 138 - FCN = 297478.3199334 Edm = 0.00229257 NCalls = 480 -VariableMetric: Iteration # 139 - FCN = 297478.3174962 Edm = 0.000392675 NCalls = 482 -VariableMetric: Iteration # 140 - FCN = 297478.3169288 Edm = 0.000103153 NCalls = 484 -VariableMetric: Iteration # 141 - FCN = 297478.3167507 Edm = 8.92181e-05 NCalls = 486 -VariableMetric: Iteration # 142 - FCN = 297478.315422 Edm = 0.00125491 NCalls = 490 -VariableMetric: Iteration # 143 - FCN = 297478.2650035 Edm = 0.049347 NCalls = 494 -VariableMetric: Iteration # 144 - FCN = 297477.6177061 Edm = 0.158881 NCalls = 497 -VariableMetric: Iteration # 145 - FCN = 297477.3695337 Edm = 0.0600453 NCalls = 499 -VariableMetric: Iteration # 146 - FCN = 297477.3450178 Edm = 0.0184133 NCalls = 501 -VariableMetric: Iteration # 147 - FCN = 297477.317224 Edm = 0.00743651 NCalls = 503 -VariableMetric: Iteration # 148 - FCN = 297477.3003882 Edm = 0.00127461 NCalls = 506 -VariableMetric: Iteration # 149 - FCN = 297477.2985865 Edm = 8.84374e-05 NCalls = 508 -VariableMetric: Iteration # 150 - FCN = 297477.2984839 Edm = 3.36131e-05 NCalls = 510 -VariableMetric: After Hessian - FCN = 297477.2984839 Edm = 102.329 NCalls = 991 -VariableMetric: Iteration # 151 - FCN = 297477.2984839 Edm = 102.329 NCalls = 991 -VariableMetric: Iteration # 152 - FCN = 297474.7565879 Edm = 822.163 NCalls = 995 -VariableMetric: Iteration # 153 - FCN = 297474.6597172 Edm = 466624 NCalls = 1005 -VariableMetric: Iteration # 154 - FCN = 297474.6194312 Edm = 2859.03 NCalls = 1010 -VariableMetric: Iteration # 155 - FCN = 297474.5166564 Edm = 12673.3 NCalls = 1015 -VariableMetric: Iteration # 156 - FCN = 297474.4226193 Edm = 3828.95 NCalls = 1019 -VariableMetric: Iteration # 157 - FCN = 297474.2052465 Edm = 406.927 NCalls = 1023 -VariableMetric: Iteration # 158 - FCN = 297474.1397332 Edm = 175.728 NCalls = 1027 -VariableMetric: Iteration # 159 - FCN = 297473.862223 Edm = 759.023 NCalls = 1030 -VariableMetric: Iteration # 160 - FCN = 297473.60464 Edm = 117.581 NCalls = 1033 -VariableMetric: Iteration # 161 - FCN = 297473.4378209 Edm = 423.421 NCalls = 1036 -VariableMetric: Iteration # 162 - FCN = 297473.0327451 Edm = 671.267 NCalls = 1039 -VariableMetric: Iteration # 163 - FCN = 297472.2369278 Edm = 156.83 NCalls = 1042 -VariableMetric: Iteration # 164 - FCN = 297471.8596394 Edm = 195.786 NCalls = 1045 -VariableMetric: Iteration # 165 - FCN = 297471.7768776 Edm = 56.8954 NCalls = 1048 -VariableMetric: Iteration # 166 - FCN = 297471.4923053 Edm = 10.4112 NCalls = 1051 -VariableMetric: Iteration # 167 - FCN = 297471.392 Edm = 5.90678 NCalls = 1054 -VariableMetric: Iteration # 168 - FCN = 297471.3264284 Edm = 7.852 NCalls = 1057 -VariableMetric: Iteration # 169 - FCN = 297471.1551388 Edm = 1.1145 NCalls = 1059 -VariableMetric: Iteration # 170 - FCN = 297471.1009677 Edm = 2.02883 NCalls = 1061 -VariableMetric: Iteration # 171 - FCN = 297471.0574229 Edm = 1.14512 NCalls = 1063 -VariableMetric: Iteration # 172 - FCN = 297471.0243815 Edm = 0.48669 NCalls = 1065 -VariableMetric: Iteration # 173 - FCN = 297470.9216401 Edm = 0.499945 NCalls = 1067 -VariableMetric: Iteration # 174 - FCN = 297470.8655243 Edm = 0.32495 NCalls = 1069 -VariableMetric: Iteration # 175 - FCN = 297470.8054089 Edm = 0.0416865 NCalls = 1071 -VariableMetric: Iteration # 176 - FCN = 297470.7976768 Edm = 0.0175014 NCalls = 1073 -VariableMetric: Iteration # 177 - FCN = 297470.7766598 Edm = 0.00339124 NCalls = 1075 -VariableMetric: Iteration # 178 - FCN = 297470.7724201 Edm = 0.00299069 NCalls = 1077 -VariableMetric: Iteration # 179 - FCN = 297470.7712807 Edm = 0.00041871 NCalls = 1079 -VariableMetric: Iteration # 180 - FCN = 297470.7706968 Edm = 0.00019173 NCalls = 1081 -VariableMetric: Iteration # 181 - FCN = 297470.7702303 Edm = 0.000127343 NCalls = 1083 -VariableMetric: Iteration # 182 - FCN = 297470.7699697 Edm = 9.09215e-05 NCalls = 1085 -VariableMetric: Iteration # 183 - FCN = 297470.7698213 Edm = 2.37098e-05 NCalls = 1087 -VariableMetric: After Hessian - FCN = 297470.7698213 Edm = 3.72585e-05 NCalls = 1582 -VariableMetric: Iteration # 184 - FCN = 297470.7698213 Edm = 3.72585e-05 NCalls = 1582 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310163.1114204 Edm = 38.3161 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310163.1114204 Edm = 38.3161 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304361.9997357 Edm = 5.95433 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 304355.25963 Edm = 8.88964 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 302870.1374823 Edm = 1252.94 NCalls = 19 -VariableMetric: Iteration # 4 - FCN = 297539.0176163 Edm = 22.2534 NCalls = 25 -VariableMetric: Iteration # 5 - FCN = 297510.7861621 Edm = 5.33532 NCalls = 27 -VariableMetric: Iteration # 6 - FCN = 297478.4138569 Edm = 5.34412 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297471.096182 Edm = 0.0926935 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297470.9382569 Edm = 0.0443406 NCalls = 34 -VariableMetric: Iteration # 9 - FCN = 297425.1919413 Edm = 3.81768 NCalls = 41 -VariableMetric: Iteration # 10 - FCN = 297420.8385792 Edm = 0.122777 NCalls = 43 -VariableMetric: Iteration # 11 - FCN = 297420.7166369 Edm = 0.0201709 NCalls = 44 -VariableMetric: Iteration # 12 - FCN = 297418.4249473 Edm = 2.37063 NCalls = 49 -VariableMetric: Iteration # 13 - FCN = 297418.168004 Edm = 0.23996 NCalls = 52 -VariableMetric: Iteration # 14 - FCN = 297401.057674 Edm = 10.2591 NCalls = 59 -VariableMetric: Iteration # 15 - FCN = 297362.9844463 Edm = 0.169252 NCalls = 62 -VariableMetric: Iteration # 16 - FCN = 297362.7152116 Edm = 0.0869671 NCalls = 64 -VariableMetric: Iteration # 17 - FCN = 297359.3886865 Edm = 2.63205 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297317.5463188 Edm = 4.69564 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297312.1457377 Edm = 0.112396 NCalls = 74 -VariableMetric: Iteration # 20 - FCN = 297312.0283811 Edm = 0.00979987 NCalls = 75 -VariableMetric: Iteration # 21 - FCN = 297311.9877198 Edm = 0.0297363 NCalls = 77 -VariableMetric: Iteration # 22 - FCN = 297310.776259 Edm = 0.760653 NCalls = 81 -VariableMetric: Iteration # 23 - FCN = 297288.5227206 Edm = 10.7116 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297269.5747868 Edm = 1.96001 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297268.2615648 Edm = 0.0280275 NCalls = 90 -VariableMetric: Iteration # 26 - FCN = 297268.2238721 Edm = 0.00230945 NCalls = 92 -VariableMetric: Iteration # 27 - FCN = 297268.21995 Edm = 0.00123666 NCalls = 94 -VariableMetric: Iteration # 28 - FCN = 297268.1674311 Edm = 0.0508932 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297259.2322863 Edm = 5.07578 NCalls = 104 -VariableMetric: Iteration # 30 - FCN = 297246.4770057 Edm = 0.193423 NCalls = 106 -VariableMetric: Iteration # 31 - FCN = 297246.2267979 Edm = 0.00744962 NCalls = 107 -VariableMetric: Iteration # 32 - FCN = 297246.2180573 Edm = 0.0011058 NCalls = 109 -VariableMetric: Iteration # 33 - FCN = 297246.2030754 Edm = 0.013362 NCalls = 112 -VariableMetric: Iteration # 34 - FCN = 297246.1384237 Edm = 0.0623533 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297235.9523002 Edm = 0.259185 NCalls = 123 -VariableMetric: Iteration # 36 - FCN = 297235.7277335 Edm = 0.0100751 NCalls = 125 -VariableMetric: Iteration # 37 - FCN = 297235.7166028 Edm = 0.000512365 NCalls = 127 -VariableMetric: Iteration # 38 - FCN = 297235.7156038 Edm = 0.000701671 NCalls = 129 -VariableMetric: Iteration # 39 - FCN = 297235.6975232 Edm = 0.0187878 NCalls = 134 -VariableMetric: Iteration # 40 - FCN = 297235.2665722 Edm = 0.1292 NCalls = 141 -VariableMetric: Iteration # 41 - FCN = 297233.0666257 Edm = 0.833919 NCalls = 145 -VariableMetric: Iteration # 42 - FCN = 297231.3002058 Edm = 0.143432 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297231.0988577 Edm = 0.0362044 NCalls = 150 -VariableMetric: Iteration # 44 - FCN = 297231.0520756 Edm = 0.00254549 NCalls = 152 -VariableMetric: Iteration # 45 - FCN = 297231.0483244 Edm = 0.000709239 NCalls = 154 -VariableMetric: Iteration # 46 - FCN = 297231.0430972 Edm = 0.00208442 NCalls = 157 -VariableMetric: Iteration # 47 - FCN = 297231.0328269 Edm = 0.00409415 NCalls = 159 -VariableMetric: Iteration # 48 - FCN = 297230.8489529 Edm = 0.1726 NCalls = 163 -VariableMetric: Iteration # 49 - FCN = 297227.7200453 Edm = 2.1289 NCalls = 167 -VariableMetric: Iteration # 50 - FCN = 297227.6007819 Edm = 0.188751 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297226.1583868 Edm = 2.94693 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297220.0764096 Edm = 3.13735 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297219.9203095 Edm = 0.448854 NCalls = 182 -VariableMetric: Iteration # 54 - FCN = 297216.9435762 Edm = 3.42047 NCalls = 186 -VariableMetric: Iteration # 55 - FCN = 297213.4047387 Edm = 1.67129 NCalls = 191 -VariableMetric: Iteration # 56 - FCN = 297212.142142 Edm = 0.612126 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297211.1006553 Edm = 1.00232 NCalls = 196 -VariableMetric: Iteration # 58 - FCN = 297208.7543663 Edm = 1.48477 NCalls = 199 -VariableMetric: Iteration # 59 - FCN = 297206.3760036 Edm = 0.457158 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297205.9954011 Edm = 0.0512386 NCalls = 204 -VariableMetric: Iteration # 61 - FCN = 297205.9506886 Edm = 0.0162992 NCalls = 205 -VariableMetric: Iteration # 62 - FCN = 297205.9360145 Edm = 0.00569076 NCalls = 207 -VariableMetric: Iteration # 63 - FCN = 297205.9313774 Edm = 0.00107275 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297205.9294859 Edm = 0.000626058 NCalls = 211 -VariableMetric: Iteration # 65 - FCN = 297205.9027563 Edm = 0.0195585 NCalls = 215 -VariableMetric: Iteration # 66 - FCN = 297204.4110992 Edm = 1.3837 NCalls = 220 -VariableMetric: Iteration # 67 - FCN = 297197.3942045 Edm = 3.10571 NCalls = 222 -VariableMetric: Iteration # 68 - FCN = 297196.3230546 Edm = 0.725287 NCalls = 224 -VariableMetric: Iteration # 69 - FCN = 297195.8632424 Edm = 0.0726505 NCalls = 226 -VariableMetric: Iteration # 70 - FCN = 297195.8052539 Edm = 0.00721858 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297195.7953466 Edm = 0.00144686 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297195.793603 Edm = 0.000510798 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297195.7918183 Edm = 0.00137666 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297195.7373592 Edm = 0.0548831 NCalls = 238 -VariableMetric: Iteration # 75 - FCN = 297194.2824068 Edm = 1.16372 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297187.1103726 Edm = 2.44902 NCalls = 247 -VariableMetric: Iteration # 77 - FCN = 297184.9542008 Edm = 0.276545 NCalls = 249 -VariableMetric: Iteration # 78 - FCN = 297184.8096985 Edm = 0.0704161 NCalls = 251 -VariableMetric: Iteration # 79 - FCN = 297184.7758914 Edm = 0.0115703 NCalls = 253 -VariableMetric: Iteration # 80 - FCN = 297184.7604643 Edm = 0.00533482 NCalls = 255 -VariableMetric: Iteration # 81 - FCN = 297184.7519344 Edm = 0.00114654 NCalls = 257 -VariableMetric: Iteration # 82 - FCN = 297184.7505074 Edm = 0.000144978 NCalls = 259 -VariableMetric: Iteration # 83 - FCN = 297184.7502375 Edm = 0.000133676 NCalls = 261 -VariableMetric: Iteration # 84 - FCN = 297184.7476327 Edm = 0.00239385 NCalls = 265 -VariableMetric: Iteration # 85 - FCN = 297184.2496106 Edm = 0.40998 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297181.7720305 Edm = 0.0420858 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297181.7280298 Edm = 0.000820817 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297181.7272612 Edm = 4.56711e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297181.7272612 Edm = 11.9097 NCalls = 758 -VariableMetric: Iteration # 89 - FCN = 297181.7272612 Edm = 11.9097 NCalls = 758 -VariableMetric: Iteration # 90 - FCN = 297181.6557127 Edm = 19.0798 NCalls = 761 -VariableMetric: Iteration # 91 - FCN = 297181.587962 Edm = 0.0567055 NCalls = 770 -VariableMetric: Iteration # 92 - FCN = 297181.5879452 Edm = 0.000758872 NCalls = 773 -VariableMetric: Iteration # 93 - FCN = 297181.5729498 Edm = 0.00701639 NCalls = 778 -VariableMetric: Iteration # 94 - FCN = 297181.5466154 Edm = 0.00455747 NCalls = 782 -VariableMetric: Iteration # 95 - FCN = 297181.5429462 Edm = 0.0132282 NCalls = 784 -VariableMetric: Iteration # 96 - FCN = 297181.5167504 Edm = 0.00489858 NCalls = 788 -VariableMetric: Iteration # 97 - FCN = 297181.5010242 Edm = 0.00893374 NCalls = 790 -VariableMetric: Iteration # 98 - FCN = 297181.4910281 Edm = 0.00586922 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297181.4870758 Edm = 0.00129763 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297181.4829028 Edm = 0.00228598 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297181.4786093 Edm = 0.00292063 NCalls = 799 -VariableMetric: Iteration # 102 - FCN = 297181.4638265 Edm = 0.00612252 NCalls = 805 -VariableMetric: Iteration # 103 - FCN = 297181.4550689 Edm = 0.0151737 NCalls = 808 -VariableMetric: Iteration # 104 - FCN = 297181.4377105 Edm = 0.0165704 NCalls = 810 -VariableMetric: Iteration # 105 - FCN = 297181.4117695 Edm = 0.0482564 NCalls = 813 -VariableMetric: Iteration # 106 - FCN = 297181.3958373 Edm = 0.0368238 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297181.3319264 Edm = 0.0378409 NCalls = 821 -VariableMetric: Iteration # 108 - FCN = 297181.2456283 Edm = 0.0509497 NCalls = 826 -VariableMetric: Iteration # 109 - FCN = 297181.1343019 Edm = 0.536742 NCalls = 828 -VariableMetric: Iteration # 110 - FCN = 297181.0719456 Edm = 0.0582156 NCalls = 832 -VariableMetric: Iteration # 111 - FCN = 297180.8675826 Edm = 0.334967 NCalls = 838 -VariableMetric: Iteration # 112 - FCN = 297180.642655 Edm = 0.109876 NCalls = 842 -VariableMetric: Iteration # 113 - FCN = 297180.3991995 Edm = 0.276532 NCalls = 845 -VariableMetric: Iteration # 114 - FCN = 297180.2097753 Edm = 0.174323 NCalls = 848 -VariableMetric: Iteration # 115 - FCN = 297180.0942203 Edm = 0.164801 NCalls = 851 -VariableMetric: Iteration # 116 - FCN = 297179.8906502 Edm = 0.118821 NCalls = 853 -VariableMetric: Iteration # 117 - FCN = 297179.6388443 Edm = 0.0676381 NCalls = 856 -VariableMetric: Iteration # 118 - FCN = 297179.6079901 Edm = 0.0435844 NCalls = 858 -VariableMetric: Iteration # 119 - FCN = 297179.5583561 Edm = 0.0152596 NCalls = 860 -VariableMetric: Iteration # 120 - FCN = 297179.5134153 Edm = 0.015303 NCalls = 863 -VariableMetric: Iteration # 121 - FCN = 297179.4772943 Edm = 0.0196543 NCalls = 866 -VariableMetric: Iteration # 122 - FCN = 297179.4482683 Edm = 0.0393528 NCalls = 869 -VariableMetric: Iteration # 123 - FCN = 297179.3977389 Edm = 0.00955163 NCalls = 871 -VariableMetric: Iteration # 124 - FCN = 297179.3790448 Edm = 0.00248821 NCalls = 873 -VariableMetric: Iteration # 125 - FCN = 297179.3741746 Edm = 0.00433418 NCalls = 876 -VariableMetric: Iteration # 126 - FCN = 297179.367721 Edm = 0.00272189 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297179.3572575 Edm = 0.00262026 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297179.351094 Edm = 0.00264911 NCalls = 882 -VariableMetric: Iteration # 129 - FCN = 297179.3441127 Edm = 0.00313027 NCalls = 884 -VariableMetric: Iteration # 130 - FCN = 297179.3379949 Edm = 0.00197628 NCalls = 887 -VariableMetric: Iteration # 131 - FCN = 297179.3340698 Edm = 0.000959111 NCalls = 889 -VariableMetric: Iteration # 132 - FCN = 297179.3321178 Edm = 0.000730779 NCalls = 891 -VariableMetric: Iteration # 133 - FCN = 297179.330762 Edm = 0.000489336 NCalls = 893 -VariableMetric: Iteration # 134 - FCN = 297179.3296424 Edm = 0.000300611 NCalls = 895 -VariableMetric: Iteration # 135 - FCN = 297179.3285726 Edm = 0.000530543 NCalls = 897 -VariableMetric: Iteration # 136 - FCN = 297179.327564 Edm = 0.000252662 NCalls = 900 -VariableMetric: Iteration # 137 - FCN = 297179.3268407 Edm = 0.000198282 NCalls = 902 -VariableMetric: Iteration # 138 - FCN = 297179.3262865 Edm = 0.000163303 NCalls = 904 -VariableMetric: Iteration # 139 - FCN = 297179.326075 Edm = 0.000110526 NCalls = 906 -VariableMetric: Iteration # 140 - FCN = 297179.325768 Edm = 6.68063e-05 NCalls = 908 -VariableMetric: Iteration # 141 - FCN = 297179.3256136 Edm = 3.19261e-05 NCalls = 910 -VariableMetric: After Hessian - FCN = 297179.3256136 Edm = 0.0455224 NCalls = 1385 -VariableMetric: Iteration # 142 - FCN = 297179.3256136 Edm = 0.0455224 NCalls = 1385 -VariableMetric: Iteration # 143 - FCN = 297179.290047 Edm = 0.0520184 NCalls = 1387 -VariableMetric: Iteration # 144 - FCN = 297179.277996 Edm = 0.00285049 NCalls = 1389 -VariableMetric: Iteration # 145 - FCN = 297179.2743435 Edm = 0.00074436 NCalls = 1393 -VariableMetric: Iteration # 146 - FCN = 297179.2733381 Edm = 0.000529788 NCalls = 1396 -VariableMetric: Iteration # 147 - FCN = 297179.2727694 Edm = 0.000277041 NCalls = 1398 -VariableMetric: Iteration # 148 - FCN = 297179.27228 Edm = 4.84724e-05 NCalls = 1400 -VariableMetric: After Hessian - FCN = 297179.27228 Edm = 6.36799e-05 NCalls = 1887 -VariableMetric: Iteration # 149 - FCN = 297179.27228 Edm = 6.36799e-05 NCalls = 1887 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 310103.1700088 Edm = 24.4578 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 310103.1700088 Edm = 24.4578 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304671.2291535 Edm = 5.36873 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 304654.64384 Edm = 17.7992 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 304617.1286091 Edm = 35.4563 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 302511.2536438 Edm = 86.0787 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 302279.2853681 Edm = 59.3904 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 302167.8176765 Edm = 5.47898 NCalls = 29 -VariableMetric: Iteration # 7 - FCN = 302158.5541393 Edm = 2.59567 NCalls = 31 -VariableMetric: Iteration # 8 - FCN = 299788.9082586 Edm = 208.123 NCalls = 40 -VariableMetric: Iteration # 9 - FCN = 299398.9864552 Edm = 997.303 NCalls = 44 -VariableMetric: Iteration # 10 - FCN = 299055.4260335 Edm = 253.119 NCalls = 46 -VariableMetric: Iteration # 11 - FCN = 298071.7589588 Edm = 47.0307 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 298038.6650178 Edm = 102.011 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 297978.8204265 Edm = 7.30364 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297970.6950492 Edm = 0.164999 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297970.4812284 Edm = 0.0659105 NCalls = 59 -VariableMetric: Iteration # 16 - FCN = 297958.6550259 Edm = 11.9765 NCalls = 65 -VariableMetric: Iteration # 17 - FCN = 297958.2711728 Edm = 0.303096 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297766.5104811 Edm = 73.592 NCalls = 76 -VariableMetric: Iteration # 19 - FCN = 297616.8174462 Edm = 9.13845 NCalls = 79 -VariableMetric: Iteration # 20 - FCN = 297611.2045756 Edm = 0.556034 NCalls = 81 -VariableMetric: Iteration # 21 - FCN = 297609.8490686 Edm = 0.154802 NCalls = 83 -VariableMetric: Iteration # 22 - FCN = 297609.6410737 Edm = 0.0230118 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297609.5396745 Edm = 0.113232 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297585.7120101 Edm = 8.79171 NCalls = 94 -VariableMetric: Iteration # 25 - FCN = 297535.761681 Edm = 4.69899 NCalls = 97 -VariableMetric: Iteration # 26 - FCN = 297529.9213119 Edm = 0.0215204 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297529.889244 Edm = 0.00481629 NCalls = 101 -VariableMetric: Iteration # 28 - FCN = 297529.8628872 Edm = 0.015911 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297529.4212759 Edm = 0.382012 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297517.3810843 Edm = 9.3201 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297501.1076035 Edm = 3.27144 NCalls = 121 -VariableMetric: Iteration # 32 - FCN = 297497.3639114 Edm = 0.741674 NCalls = 123 -VariableMetric: Iteration # 33 - FCN = 297494.9495054 Edm = 4.4243 NCalls = 126 -VariableMetric: Iteration # 34 - FCN = 297490.3612304 Edm = 2.47895 NCalls = 130 -VariableMetric: Iteration # 35 - FCN = 297488.1056217 Edm = 0.555647 NCalls = 133 -VariableMetric: Iteration # 36 - FCN = 297487.2977823 Edm = 0.161557 NCalls = 135 -VariableMetric: Iteration # 37 - FCN = 297487.1630487 Edm = 0.0239393 NCalls = 137 -VariableMetric: Iteration # 38 - FCN = 297487.1403561 Edm = 0.000697052 NCalls = 139 -VariableMetric: Iteration # 39 - FCN = 297487.1291743 Edm = 0.00852916 NCalls = 143 -VariableMetric: Iteration # 40 - FCN = 297486.9956277 Edm = 0.0916007 NCalls = 146 -VariableMetric: Iteration # 41 - FCN = 297480.3905785 Edm = 4.5586 NCalls = 152 -VariableMetric: Iteration # 42 - FCN = 297473.6807405 Edm = 4.0472 NCalls = 154 -VariableMetric: Iteration # 43 - FCN = 297470.9980285 Edm = 0.581918 NCalls = 157 -VariableMetric: Iteration # 44 - FCN = 297470.5442678 Edm = 0.0959471 NCalls = 158 -VariableMetric: Iteration # 45 - FCN = 297470.4616714 Edm = 0.0198052 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297470.4072054 Edm = 0.0323929 NCalls = 162 -VariableMetric: Iteration # 47 - FCN = 297470.355921 Edm = 0.00410098 NCalls = 164 -VariableMetric: Iteration # 48 - FCN = 297470.3516502 Edm = 0.000455559 NCalls = 166 -VariableMetric: Iteration # 49 - FCN = 297470.3434392 Edm = 0.0075893 NCalls = 170 -VariableMetric: Iteration # 50 - FCN = 297470.1849859 Edm = 0.131571 NCalls = 174 -VariableMetric: Iteration # 51 - FCN = 297467.7026346 Edm = 1.96918 NCalls = 178 -VariableMetric: Iteration # 52 - FCN = 297465.3901291 Edm = 1.43141 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297464.0557558 Edm = 0.0865804 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297463.9911366 Edm = 0.0206305 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297463.9615392 Edm = 0.00594326 NCalls = 187 -VariableMetric: Iteration # 56 - FCN = 297463.9546278 Edm = 0.000594282 NCalls = 189 -VariableMetric: Iteration # 57 - FCN = 297463.953621 Edm = 0.00054504 NCalls = 191 -VariableMetric: Iteration # 58 - FCN = 297463.9493947 Edm = 0.00337194 NCalls = 194 -VariableMetric: Iteration # 59 - FCN = 297463.8919909 Edm = 0.0485743 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297461.6420522 Edm = 0.502879 NCalls = 202 -VariableMetric: Iteration # 61 - FCN = 297460.823229 Edm = 0.0456824 NCalls = 204 -VariableMetric: Iteration # 62 - FCN = 297460.7833844 Edm = 0.00679607 NCalls = 206 -VariableMetric: Iteration # 63 - FCN = 297460.7756107 Edm = 0.00205878 NCalls = 208 -VariableMetric: Iteration # 64 - FCN = 297460.7704262 Edm = 0.000925288 NCalls = 210 -VariableMetric: Iteration # 65 - FCN = 297460.7688795 Edm = 0.000199117 NCalls = 212 -VariableMetric: Iteration # 66 - FCN = 297460.7684786 Edm = 0.00026072 NCalls = 214 -VariableMetric: Iteration # 67 - FCN = 297460.7606231 Edm = 0.00697928 NCalls = 219 -VariableMetric: Iteration # 68 - FCN = 297460.58044 Edm = 0.19844 NCalls = 225 -VariableMetric: Iteration # 69 - FCN = 297460.5699335 Edm = 0.0220198 NCalls = 227 -VariableMetric: Iteration # 70 - FCN = 297459.9811722 Edm = 0.416107 NCalls = 232 -VariableMetric: Iteration # 71 - FCN = 297458.895031 Edm = 0.220365 NCalls = 237 -VariableMetric: Iteration # 72 - FCN = 297458.521037 Edm = 0.0745358 NCalls = 239 -VariableMetric: Iteration # 73 - FCN = 297458.4036701 Edm = 0.132934 NCalls = 242 -VariableMetric: Iteration # 74 - FCN = 297458.3517605 Edm = 0.0176504 NCalls = 243 -VariableMetric: Iteration # 75 - FCN = 297458.320826 Edm = 0.011433 NCalls = 246 -VariableMetric: Iteration # 76 - FCN = 297458.3093363 Edm = 0.0116261 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297458.2822573 Edm = 0.0159884 NCalls = 252 -VariableMetric: Iteration # 78 - FCN = 297458.2112581 Edm = 0.0279977 NCalls = 255 -VariableMetric: Iteration # 79 - FCN = 297458.1576747 Edm = 0.0996072 NCalls = 257 -VariableMetric: Iteration # 80 - FCN = 297458.135555 Edm = 0.00347102 NCalls = 260 -VariableMetric: Iteration # 81 - FCN = 297458.1300688 Edm = 0.00209294 NCalls = 262 -VariableMetric: Iteration # 82 - FCN = 297458.1236749 Edm = 0.00306955 NCalls = 264 -VariableMetric: Iteration # 83 - FCN = 297458.1210933 Edm = 0.000727904 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297458.1203631 Edm = 6.78674e-05 NCalls = 268 -VariableMetric: After Hessian - FCN = 297458.1203631 Edm = 148.362 NCalls = 743 -VariableMetric: Iteration # 85 - FCN = 297458.1203631 Edm = 148.362 NCalls = 743 -VariableMetric: Iteration # 86 - FCN = 297454.095598 Edm = 36980.9 NCalls = 754 -VariableMetric: Iteration # 87 - FCN = 297452.773911 Edm = 35724.1 NCalls = 762 -VariableMetric: Iteration # 88 - FCN = 297452.2932718 Edm = 14171.7 NCalls = 769 -VariableMetric: Iteration # 89 - FCN = 297451.0462062 Edm = 26222.5 NCalls = 774 -VariableMetric: Iteration # 90 - FCN = 297451.0268124 Edm = 10956.3 NCalls = 779 -VariableMetric: Iteration # 91 - FCN = 297449.6000848 Edm = 9513.39 NCalls = 782 -VariableMetric: Iteration # 92 - FCN = 297448.4715831 Edm = 3069.17 NCalls = 785 -VariableMetric: Iteration # 93 - FCN = 297447.2579054 Edm = 330.091 NCalls = 789 -VariableMetric: Iteration # 94 - FCN = 297446.0304145 Edm = 1150.26 NCalls = 792 -VariableMetric: Iteration # 95 - FCN = 297443.5022683 Edm = 30.2247 NCalls = 795 -VariableMetric: Iteration # 96 - FCN = 297443.2210009 Edm = 47.921 NCalls = 798 -VariableMetric: Iteration # 97 - FCN = 297443.0430059 Edm = 26.9698 NCalls = 801 -VariableMetric: Iteration # 98 - FCN = 297442.8269292 Edm = 15.2636 NCalls = 804 -VariableMetric: Iteration # 99 - FCN = 297442.194202 Edm = 87.4182 NCalls = 806 -VariableMetric: Iteration # 100 - FCN = 297441.8087468 Edm = 51.8145 NCalls = 808 -VariableMetric: Iteration # 101 - FCN = 297441.0809811 Edm = 13.8772 NCalls = 810 -VariableMetric: Iteration # 102 - FCN = 297438.5341374 Edm = 88.1649 NCalls = 812 -VariableMetric: Iteration # 103 - FCN = 297438.3191611 Edm = 261.855 NCalls = 814 -VariableMetric: Iteration # 104 - FCN = 297438.1623888 Edm = 315.645 NCalls = 816 -VariableMetric: Iteration # 105 - FCN = 297437.4355278 Edm = 39.0597 NCalls = 818 -VariableMetric: Iteration # 106 - FCN = 297436.6214856 Edm = 27.4529 NCalls = 820 -VariableMetric: Iteration # 107 - FCN = 297435.534507 Edm = 16.7502 NCalls = 822 -VariableMetric: Iteration # 108 - FCN = 297435.2810198 Edm = 6.35733 NCalls = 824 -VariableMetric: Iteration # 109 - FCN = 297435.140909 Edm = 1.3804 NCalls = 826 -VariableMetric: Iteration # 110 - FCN = 297434.8264733 Edm = 0.539009 NCalls = 828 -VariableMetric: Iteration # 111 - FCN = 297434.7618146 Edm = 0.0738463 NCalls = 830 -VariableMetric: Iteration # 112 - FCN = 297434.7565386 Edm = 1.92321 NCalls = 832 -VariableMetric: Iteration # 113 - FCN = 297434.5875223 Edm = 0.551148 NCalls = 834 -VariableMetric: Iteration # 114 - FCN = 297434.3839746 Edm = 0.263992 NCalls = 836 -VariableMetric: Iteration # 115 - FCN = 297434.2735485 Edm = 0.47954 NCalls = 838 -VariableMetric: Iteration # 116 - FCN = 297434.0759164 Edm = 0.384808 NCalls = 842 -VariableMetric: Iteration # 117 - FCN = 297433.9471551 Edm = 0.363087 NCalls = 845 -VariableMetric: Iteration # 118 - FCN = 297433.4838783 Edm = 1.84278 NCalls = 849 -VariableMetric: Iteration # 119 - FCN = 297433.1101597 Edm = 3.01301 NCalls = 853 -VariableMetric: Iteration # 120 - FCN = 297432.0414096 Edm = 2.67359 NCalls = 860 -VariableMetric: Iteration # 121 - FCN = 297431.9994207 Edm = 0.291864 NCalls = 862 -VariableMetric: Iteration # 122 - FCN = 297431.7655529 Edm = 0.593767 NCalls = 864 -VariableMetric: Iteration # 123 - FCN = 297431.0103785 Edm = 2.80833 NCalls = 867 -VariableMetric: Iteration # 124 - FCN = 297430.4437101 Edm = 0.890124 NCalls = 872 -VariableMetric: Iteration # 125 - FCN = 297429.9562222 Edm = 2.04679 NCalls = 875 -VariableMetric: Iteration # 126 - FCN = 297428.9517935 Edm = 5.5802 NCalls = 878 -VariableMetric: Iteration # 127 - FCN = 297428.8411967 Edm = 0.213227 NCalls = 880 -VariableMetric: Iteration # 128 - FCN = 297428.742435 Edm = 0.255124 NCalls = 881 -VariableMetric: Iteration # 129 - FCN = 297428.5664505 Edm = 0.963185 NCalls = 883 -VariableMetric: Iteration # 130 - FCN = 297427.5986994 Edm = 1.83231 NCalls = 888 -VariableMetric: Iteration # 131 - FCN = 297427.2664404 Edm = 1.92548 NCalls = 892 -VariableMetric: Iteration # 132 - FCN = 297426.7293058 Edm = 0.867349 NCalls = 896 -VariableMetric: Iteration # 133 - FCN = 297424.4369495 Edm = 7.46156 NCalls = 901 -VariableMetric: Iteration # 134 - FCN = 297423.1340529 Edm = 3.79528 NCalls = 905 -VariableMetric: Iteration # 135 - FCN = 297422.2348651 Edm = 1.72005 NCalls = 909 -VariableMetric: Iteration # 136 - FCN = 297421.5371309 Edm = 0.853465 NCalls = 913 -VariableMetric: Iteration # 137 - FCN = 297420.4705374 Edm = 1.62391 NCalls = 917 -VariableMetric: Iteration # 138 - FCN = 297419.5376327 Edm = 1.78602 NCalls = 921 -VariableMetric: Iteration # 139 - FCN = 297418.7075568 Edm = 0.687277 NCalls = 926 -VariableMetric: Iteration # 140 - FCN = 297418.3699887 Edm = 0.566536 NCalls = 930 -VariableMetric: Iteration # 141 - FCN = 297417.6415038 Edm = 0.300729 NCalls = 933 -VariableMetric: Iteration # 142 - FCN = 297417.359778 Edm = 0.185138 NCalls = 935 -VariableMetric: Iteration # 143 - FCN = 297417.1363318 Edm = 0.174101 NCalls = 937 -VariableMetric: Iteration # 144 - FCN = 297416.9203159 Edm = 0.165022 NCalls = 939 -VariableMetric: Iteration # 145 - FCN = 297416.7649586 Edm = 0.101591 NCalls = 943 -VariableMetric: Iteration # 146 - FCN = 297416.5806038 Edm = 0.069272 NCalls = 946 -VariableMetric: Iteration # 147 - FCN = 297416.4937046 Edm = 0.060028 NCalls = 949 -VariableMetric: Iteration # 148 - FCN = 297416.4093299 Edm = 0.0611807 NCalls = 951 -VariableMetric: Iteration # 149 - FCN = 297416.3437991 Edm = 0.0550585 NCalls = 954 -VariableMetric: Iteration # 150 - FCN = 297416.2974407 Edm = 0.0402994 NCalls = 956 -VariableMetric: Iteration # 151 - FCN = 297416.2671772 Edm = 0.0356802 NCalls = 959 -VariableMetric: Iteration # 152 - FCN = 297416.1970835 Edm = 0.0452878 NCalls = 962 -VariableMetric: Iteration # 153 - FCN = 297416.137191 Edm = 0.0668539 NCalls = 964 -VariableMetric: Iteration # 154 - FCN = 297416.0984718 Edm = 0.0300364 NCalls = 967 -VariableMetric: Iteration # 155 - FCN = 297416.0447364 Edm = 0.0307569 NCalls = 969 -VariableMetric: Iteration # 156 - FCN = 297415.9816644 Edm = 0.056682 NCalls = 971 -VariableMetric: Iteration # 157 - FCN = 297415.9574299 Edm = 0.020066 NCalls = 973 -VariableMetric: Iteration # 158 - FCN = 297415.9360118 Edm = 0.00679695 NCalls = 975 -VariableMetric: Iteration # 159 - FCN = 297415.9269514 Edm = 0.00554598 NCalls = 977 -VariableMetric: Iteration # 160 - FCN = 297415.9206718 Edm = 0.00273581 NCalls = 980 -VariableMetric: Iteration # 161 - FCN = 297415.9127261 Edm = 0.00352658 NCalls = 982 -VariableMetric: Iteration # 162 - FCN = 297415.9063387 Edm = 0.00320969 NCalls = 984 -VariableMetric: Iteration # 163 - FCN = 297415.8991323 Edm = 0.00622634 NCalls = 986 -VariableMetric: Iteration # 164 - FCN = 297415.8891326 Edm = 0.010431 NCalls = 990 -VariableMetric: Iteration # 165 - FCN = 297415.8716339 Edm = 0.0163632 NCalls = 995 -VariableMetric: Iteration # 166 - FCN = 297415.8536492 Edm = 0.0190436 NCalls = 998 -VariableMetric: Iteration # 167 - FCN = 297415.8412188 Edm = 0.00815364 NCalls = 1002 -VariableMetric: Iteration # 168 - FCN = 297415.8249436 Edm = 0.00914744 NCalls = 1005 -VariableMetric: Iteration # 169 - FCN = 297415.8205455 Edm = 0.00336756 NCalls = 1006 -VariableMetric: Iteration # 170 - FCN = 297415.8157953 Edm = 0.00146862 NCalls = 1008 -VariableMetric: Iteration # 171 - FCN = 297415.8135145 Edm = 0.000460662 NCalls = 1010 -VariableMetric: Iteration # 172 - FCN = 297415.8121515 Edm = 0.00155971 NCalls = 1012 -VariableMetric: Iteration # 173 - FCN = 297415.8081544 Edm = 0.00303179 NCalls = 1016 -VariableMetric: Iteration # 174 - FCN = 297415.8031785 Edm = 0.00183265 NCalls = 1018 -VariableMetric: Iteration # 175 - FCN = 297415.799431 Edm = 0.000990561 NCalls = 1020 -VariableMetric: Iteration # 176 - FCN = 297415.7979951 Edm = 0.000508047 NCalls = 1022 -VariableMetric: Iteration # 177 - FCN = 297415.7975534 Edm = 0.000146141 NCalls = 1024 -VariableMetric: Iteration # 178 - FCN = 297415.7972327 Edm = 0.00016465 NCalls = 1026 -VariableMetric: Iteration # 179 - FCN = 297415.796004 Edm = 0.000790846 NCalls = 1029 -VariableMetric: Iteration # 180 - FCN = 297415.7882707 Edm = 0.00424752 NCalls = 1033 -VariableMetric: Iteration # 181 - FCN = 297415.7764856 Edm = 0.00264542 NCalls = 1035 -VariableMetric: Iteration # 182 - FCN = 297415.7749129 Edm = 0.00137816 NCalls = 1037 -VariableMetric: Iteration # 183 - FCN = 297415.773216 Edm = 0.000850268 NCalls = 1040 -VariableMetric: Iteration # 184 - FCN = 297415.7723532 Edm = 0.000711549 NCalls = 1042 -VariableMetric: Iteration # 185 - FCN = 297415.7715529 Edm = 0.000225474 NCalls = 1044 -VariableMetric: Iteration # 186 - FCN = 297415.7709375 Edm = 0.00020202 NCalls = 1046 -VariableMetric: Iteration # 187 - FCN = 297415.7707383 Edm = 0.000196738 NCalls = 1048 -VariableMetric: Iteration # 188 - FCN = 297415.7705045 Edm = 5.35374e-05 NCalls = 1050 -VariableMetric: After Hessian - FCN = 297415.7705045 Edm = 0.0124453 NCalls = 1537 -VariableMetric: Iteration # 189 - FCN = 297415.7705045 Edm = 0.0124453 NCalls = 1537 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 351039.9737433 Edm = 5214.32 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 351039.9737433 Edm = 5214.32 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 324159.5877434 Edm = 114.523 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 313506.5476836 Edm = 244.804 NCalls = 23 -VariableMetric: Iteration # 3 - FCN = 303103.7380096 Edm = 3753.51 NCalls = 30 -VariableMetric: Iteration # 4 - FCN = 302771.8934508 Edm = 2990.67 NCalls = 33 -VariableMetric: Iteration # 5 - FCN = 302499.3280695 Edm = 1827.27 NCalls = 35 -VariableMetric: Iteration # 6 - FCN = 302499.3280695 Edm = 1827.27 NCalls = 46 -VariableMetric: After Hessian - FCN = 302499.3280695 Edm = 1.42155e+08 NCalls = 521 -VariableMetric: Iteration # 7 - FCN = 302499.3280695 Edm = 1.42155e+08 NCalls = 521 -VariableMetric: Iteration # 8 - FCN = 300958.2939427 Edm = 2.35007e+08 NCalls = 530 -VariableMetric: Iteration # 9 - FCN = 298692.4628264 Edm = 1.39532e+06 NCalls = 540 -VariableMetric: Iteration # 10 - FCN = 298563.0741243 Edm = 55351.3 NCalls = 546 -VariableMetric: Iteration # 11 - FCN = 298563.0741243 Edm = 55351.3 NCalls = 557 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 324822.2862032 Edm = 1044.8 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 324822.2862032 Edm = 1044.8 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299946.8080413 Edm = 5.41866 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 299534.3144283 Edm = 2.22153 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 299531.2412419 Edm = 4.00013 NCalls = 17 -VariableMetric: Iteration # 4 - FCN = 298819.4342722 Edm = 77.7378 NCalls = 26 -VariableMetric: Iteration # 5 - FCN = 298271.156568 Edm = 47.867 NCalls = 30 -VariableMetric: Iteration # 6 - FCN = 298248.5146307 Edm = 6.26833 NCalls = 32 -VariableMetric: Iteration # 7 - FCN = 298241.7259107 Edm = 1.03646 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298224.1976404 Edm = 20.6919 NCalls = 38 -VariableMetric: Iteration # 9 - FCN = 298210.4898672 Edm = 12.8184 NCalls = 42 -VariableMetric: Iteration # 10 - FCN = 298130.0321655 Edm = 57.6928 NCalls = 47 -VariableMetric: Iteration # 11 - FCN = 297817.3206246 Edm = 176.883 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 297594.4941879 Edm = 5.71961 NCalls = 53 -VariableMetric: Iteration # 13 - FCN = 297591.9821078 Edm = 0.228003 NCalls = 55 -VariableMetric: Iteration # 14 - FCN = 297591.6231828 Edm = 0.253725 NCalls = 57 -VariableMetric: Iteration # 15 - FCN = 297546.3173016 Edm = 41.3177 NCalls = 63 -VariableMetric: Iteration # 16 - FCN = 297374.1126556 Edm = 1.11659 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297372.9790038 Edm = 0.0151805 NCalls = 67 -VariableMetric: Iteration # 18 - FCN = 297372.915239 Edm = 0.0442705 NCalls = 69 -VariableMetric: Iteration # 19 - FCN = 297355.7064227 Edm = 16.3978 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297248.4135914 Edm = 3.76461 NCalls = 79 -VariableMetric: Iteration # 21 - FCN = 297242.6864767 Edm = 0.408017 NCalls = 81 -VariableMetric: Iteration # 22 - FCN = 297242.0013273 Edm = 0.0464382 NCalls = 83 -VariableMetric: Iteration # 23 - FCN = 297241.9115096 Edm = 0.00204344 NCalls = 85 -VariableMetric: Iteration # 24 - FCN = 297241.8846533 Edm = 0.0209214 NCalls = 88 -VariableMetric: Iteration # 25 - FCN = 297237.1989739 Edm = 3.12161 NCalls = 95 -VariableMetric: Iteration # 26 - FCN = 297218.3117678 Edm = 8.3185 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297201.1058055 Edm = 2.61457 NCalls = 102 -VariableMetric: Iteration # 28 - FCN = 297197.4862518 Edm = 0.0618383 NCalls = 104 -VariableMetric: Iteration # 29 - FCN = 297197.4087082 Edm = 0.021545 NCalls = 106 -VariableMetric: Iteration # 30 - FCN = 297197.3739036 Edm = 0.00601833 NCalls = 108 -VariableMetric: Iteration # 31 - FCN = 297197.3678777 Edm = 0.0010686 NCalls = 110 -VariableMetric: Iteration # 32 - FCN = 297197.3639078 Edm = 0.00302575 NCalls = 112 -VariableMetric: Iteration # 33 - FCN = 297196.8720009 Edm = 0.500515 NCalls = 118 -VariableMetric: Iteration # 34 - FCN = 297194.3027563 Edm = 2.51827 NCalls = 126 -VariableMetric: Iteration # 35 - FCN = 297182.3234727 Edm = 11.1601 NCalls = 130 -VariableMetric: Iteration # 36 - FCN = 297175.3764154 Edm = 2.91016 NCalls = 133 -VariableMetric: Iteration # 37 - FCN = 297173.1749461 Edm = 0.115402 NCalls = 135 -VariableMetric: Iteration # 38 - FCN = 297173.0692666 Edm = 0.00709695 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297173.0620638 Edm = 0.00087489 NCalls = 139 -VariableMetric: Iteration # 40 - FCN = 297173.0576896 Edm = 0.00285697 NCalls = 142 -VariableMetric: Iteration # 41 - FCN = 297173.0097238 Edm = 0.0444988 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297170.442712 Edm = 2.14585 NCalls = 151 -VariableMetric: Iteration # 43 - FCN = 297160.5396826 Edm = 3.37197 NCalls = 153 -VariableMetric: Iteration # 44 - FCN = 297158.4916375 Edm = 0.905386 NCalls = 155 -VariableMetric: Iteration # 45 - FCN = 297157.3595037 Edm = 0.075419 NCalls = 158 -VariableMetric: Iteration # 46 - FCN = 297157.2949959 Edm = 0.00475039 NCalls = 160 -VariableMetric: Iteration # 47 - FCN = 297157.2909417 Edm = 0.000420054 NCalls = 162 -VariableMetric: Iteration # 48 - FCN = 297157.289763 Edm = 0.00081942 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297157.2726536 Edm = 0.0146737 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297156.7501891 Edm = 0.438947 NCalls = 173 -VariableMetric: Iteration # 51 - FCN = 297151.5388211 Edm = 2.27404 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297148.3878428 Edm = 0.831191 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297147.8526476 Edm = 0.191224 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297147.7856844 Edm = 0.0535925 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297147.7490488 Edm = 0.000556759 NCalls = 186 -VariableMetric: Iteration # 56 - FCN = 297147.7481784 Edm = 0.000327528 NCalls = 188 -VariableMetric: Iteration # 57 - FCN = 297147.7045136 Edm = 0.0393581 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297146.5967884 Edm = 0.459667 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297145.6779369 Edm = 0.0546839 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297145.6243302 Edm = 0.00153752 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297145.6230384 Edm = 0.000167415 NCalls = 202 -VariableMetric: Iteration # 62 - FCN = 297145.6228507 Edm = 7.63056e-05 NCalls = 204 -VariableMetric: After Hessian - FCN = 297145.6228507 Edm = 1.89821 NCalls = 681 -VariableMetric: Iteration # 63 - FCN = 297145.6228507 Edm = 1.89821 NCalls = 681 -VariableMetric: Iteration # 64 - FCN = 297143.6917928 Edm = 0.088179 NCalls = 682 -VariableMetric: Iteration # 65 - FCN = 297143.6274982 Edm = 0.0145056 NCalls = 684 -VariableMetric: Iteration # 66 - FCN = 297143.6106372 Edm = 0.00245458 NCalls = 686 -VariableMetric: Iteration # 67 - FCN = 297143.6073188 Edm = 0.000633648 NCalls = 688 -VariableMetric: Iteration # 68 - FCN = 297143.6063265 Edm = 0.00013565 NCalls = 690 -VariableMetric: Iteration # 69 - FCN = 297143.6061861 Edm = 7.83734e-06 NCalls = 691 -VariableMetric: After Hessian - FCN = 297143.6061861 Edm = 7.43783e-06 NCalls = 1180 -VariableMetric: Iteration # 70 - FCN = 297143.6061861 Edm = 7.43783e-06 NCalls = 1180 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 359958.6408215 Edm = 16697 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 359958.6408215 Edm = 16697 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 321654.1115454 Edm = 23.4995 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 320557.4380003 Edm = 661.434 NCalls = 15 -VariableMetric: Iteration # 3 - FCN = 303751.5410599 Edm = 9233.7 NCalls = 20 -VariableMetric: Iteration # 4 - FCN = 303140.5349918 Edm = 652.6 NCalls = 22 -VariableMetric: Iteration # 5 - FCN = 297918.5941941 Edm = 238.568 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 297681.2247634 Edm = 22.7866 NCalls = 30 -VariableMetric: Iteration # 7 - FCN = 297645.4002767 Edm = 12.6227 NCalls = 32 -VariableMetric: Iteration # 8 - FCN = 297618.5646942 Edm = 0.0792885 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 297618.3528685 Edm = 0.0973825 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297606.416104 Edm = 9.81285 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 297532.6199875 Edm = 1.15216 NCalls = 46 -VariableMetric: Iteration # 12 - FCN = 297531.4903816 Edm = 0.0372787 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297531.3184643 Edm = 0.136656 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297501.1162072 Edm = 19.4451 NCalls = 55 -VariableMetric: Iteration # 15 - FCN = 297468.736078 Edm = 0.302384 NCalls = 57 -VariableMetric: Iteration # 16 - FCN = 297468.2901293 Edm = 0.158854 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297465.8014468 Edm = 2.83044 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297400.5305584 Edm = 47.2198 NCalls = 70 -VariableMetric: Iteration # 19 - FCN = 297298.6735842 Edm = 6.08847 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297290.0299612 Edm = 0.572571 NCalls = 77 -VariableMetric: Iteration # 21 - FCN = 297289.4078305 Edm = 0.131159 NCalls = 78 -VariableMetric: Iteration # 22 - FCN = 297289.3027256 Edm = 0.00681578 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297289.2892308 Edm = 0.00898465 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297283.3498904 Edm = 1.12436 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297265.868513 Edm = 4.89147 NCalls = 92 -VariableMetric: Iteration # 26 - FCN = 297256.1461483 Edm = 1.57299 NCalls = 94 -VariableMetric: Iteration # 27 - FCN = 297254.9166375 Edm = 0.87844 NCalls = 96 -VariableMetric: Iteration # 28 - FCN = 297254.1437227 Edm = 0.105927 NCalls = 98 -VariableMetric: Iteration # 29 - FCN = 297253.9588117 Edm = 0.00513726 NCalls = 100 -VariableMetric: Iteration # 30 - FCN = 297253.9521386 Edm = 0.00217275 NCalls = 102 -VariableMetric: Iteration # 31 - FCN = 297253.9141637 Edm = 0.0373687 NCalls = 106 -VariableMetric: Iteration # 32 - FCN = 297251.5595909 Edm = 0.418698 NCalls = 113 -VariableMetric: Iteration # 33 - FCN = 297241.9376207 Edm = 3.14479 NCalls = 116 -VariableMetric: Iteration # 34 - FCN = 297235.0776175 Edm = 0.357828 NCalls = 118 -VariableMetric: Iteration # 35 - FCN = 297234.7764641 Edm = 0.0328068 NCalls = 120 -VariableMetric: Iteration # 36 - FCN = 297234.7272545 Edm = 0.00652041 NCalls = 122 -VariableMetric: Iteration # 37 - FCN = 297234.7178042 Edm = 0.00188311 NCalls = 124 -VariableMetric: Iteration # 38 - FCN = 297234.7035027 Edm = 0.0105512 NCalls = 127 -VariableMetric: Iteration # 39 - FCN = 297233.3032572 Edm = 0.703755 NCalls = 133 -VariableMetric: Iteration # 40 - FCN = 297229.9658634 Edm = 0.686024 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297228.7260375 Edm = 0.423297 NCalls = 139 -VariableMetric: Iteration # 42 - FCN = 297228.442986 Edm = 0.0123879 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297228.4306808 Edm = 0.000871677 NCalls = 142 -VariableMetric: Iteration # 44 - FCN = 297228.4298914 Edm = 0.000311151 NCalls = 144 -VariableMetric: Iteration # 45 - FCN = 297228.4282775 Edm = 0.00187242 NCalls = 147 -VariableMetric: Iteration # 46 - FCN = 297228.3599013 Edm = 0.0843317 NCalls = 153 -VariableMetric: Iteration # 47 - FCN = 297228.3565412 Edm = 0.00295609 NCalls = 156 -VariableMetric: Iteration # 48 - FCN = 297228.3488419 Edm = 0.00733119 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297225.6036428 Edm = 0.218498 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297225.361196 Edm = 0.0033965 NCalls = 167 -VariableMetric: Iteration # 51 - FCN = 297225.3567923 Edm = 0.000376741 NCalls = 169 -VariableMetric: Iteration # 52 - FCN = 297225.3561168 Edm = 0.000122817 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297225.3539833 Edm = 0.00188739 NCalls = 175 -VariableMetric: Iteration # 54 - FCN = 297225.0550883 Edm = 0.178238 NCalls = 181 -VariableMetric: Iteration # 55 - FCN = 297223.807423 Edm = 0.387667 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297223.3867348 Edm = 0.0198692 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297223.3636847 Edm = 0.000466027 NCalls = 189 -VariableMetric: Iteration # 58 - FCN = 297223.3632313 Edm = 4.42119e-05 NCalls = 190 -VariableMetric: After Hessian - FCN = 297223.3632313 Edm = 41.7518 NCalls = 661 -VariableMetric: Iteration # 59 - FCN = 297223.3632313 Edm = 41.7518 NCalls = 661 -VariableMetric: Iteration # 60 - FCN = 297222.9273267 Edm = 5.78999 NCalls = 665 -VariableMetric: Iteration # 61 - FCN = 297216.5495387 Edm = 83.6028 NCalls = 667 -VariableMetric: Iteration # 62 - FCN = 297216.4100518 Edm = 1.48193 NCalls = 671 -VariableMetric: Iteration # 63 - FCN = 297213.861576 Edm = 1.51541 NCalls = 676 -VariableMetric: Iteration # 64 - FCN = 297210.664127 Edm = 0.359422 NCalls = 680 -VariableMetric: Iteration # 65 - FCN = 297209.9578745 Edm = 1.98431 NCalls = 683 -VariableMetric: Iteration # 66 - FCN = 297209.5348484 Edm = 0.468048 NCalls = 685 -VariableMetric: Iteration # 67 - FCN = 297209.1537867 Edm = 0.324199 NCalls = 687 -VariableMetric: Iteration # 68 - FCN = 297208.813527 Edm = 0.140435 NCalls = 689 -VariableMetric: Iteration # 69 - FCN = 297208.624248 Edm = 0.0871362 NCalls = 691 -VariableMetric: Iteration # 70 - FCN = 297208.419924 Edm = 0.0284433 NCalls = 693 -VariableMetric: Iteration # 71 - FCN = 297208.3152307 Edm = 0.0501294 NCalls = 695 -VariableMetric: Iteration # 72 - FCN = 297208.1449276 Edm = 0.0549325 NCalls = 697 -VariableMetric: Iteration # 73 - FCN = 297207.9978267 Edm = 0.0380672 NCalls = 699 -VariableMetric: Iteration # 74 - FCN = 297207.8940006 Edm = 0.0382862 NCalls = 701 -VariableMetric: Iteration # 75 - FCN = 297207.8082475 Edm = 0.0112141 NCalls = 703 -VariableMetric: Iteration # 76 - FCN = 297207.7681928 Edm = 0.0207025 NCalls = 705 -VariableMetric: Iteration # 77 - FCN = 297207.7140847 Edm = 0.0120325 NCalls = 707 -VariableMetric: Iteration # 78 - FCN = 297207.6528123 Edm = 0.0362042 NCalls = 709 -VariableMetric: Iteration # 79 - FCN = 297207.5911774 Edm = 0.0113086 NCalls = 711 -VariableMetric: Iteration # 80 - FCN = 297207.5589771 Edm = 0.0158041 NCalls = 713 -VariableMetric: Iteration # 81 - FCN = 297207.5277774 Edm = 0.0104237 NCalls = 715 -VariableMetric: Iteration # 82 - FCN = 297207.5028658 Edm = 0.0153584 NCalls = 717 -VariableMetric: Iteration # 83 - FCN = 297207.4270988 Edm = 0.03069 NCalls = 721 -VariableMetric: Iteration # 84 - FCN = 297207.3217634 Edm = 0.0394162 NCalls = 724 -VariableMetric: Iteration # 85 - FCN = 297207.1860974 Edm = 0.0462376 NCalls = 726 -VariableMetric: Iteration # 86 - FCN = 297207.0482363 Edm = 0.0288813 NCalls = 728 -VariableMetric: Iteration # 87 - FCN = 297206.9715978 Edm = 0.0336757 NCalls = 730 -VariableMetric: Iteration # 88 - FCN = 297206.9063045 Edm = 0.0222194 NCalls = 733 -VariableMetric: Iteration # 89 - FCN = 297206.8808995 Edm = 0.00468813 NCalls = 735 -VariableMetric: Iteration # 90 - FCN = 297206.8659324 Edm = 0.006576 NCalls = 737 -VariableMetric: Iteration # 91 - FCN = 297206.850312 Edm = 0.00265507 NCalls = 739 -VariableMetric: Iteration # 92 - FCN = 297206.8426924 Edm = 0.00316355 NCalls = 741 -VariableMetric: Iteration # 93 - FCN = 297206.8341932 Edm = 0.00156024 NCalls = 743 -VariableMetric: Iteration # 94 - FCN = 297206.8315017 Edm = 0.00055284 NCalls = 745 -VariableMetric: Iteration # 95 - FCN = 297206.8296292 Edm = 0.000386555 NCalls = 747 -VariableMetric: Iteration # 96 - FCN = 297206.8289689 Edm = 5.27152e-05 NCalls = 749 -VariableMetric: After Hessian - FCN = 297206.8289689 Edm = 0.000464661 NCalls = 1228 -VariableMetric: Iteration # 97 - FCN = 297206.8289689 Edm = 0.000464661 NCalls = 1228 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308246.2820193 Edm = 20.3229 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308246.2820193 Edm = 20.3229 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298531.7863073 Edm = 1.33615 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 298343.7874807 Edm = 4.28765 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 298302.2677191 Edm = 164.961 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 298290.6355938 Edm = 27.3251 NCalls = 28 -VariableMetric: Iteration # 5 - FCN = 298230.0369701 Edm = 60.284 NCalls = 33 -VariableMetric: Iteration # 6 - FCN = 298197.1337583 Edm = 25.9767 NCalls = 36 -VariableMetric: Iteration # 7 - FCN = 298163.1468697 Edm = 2.42815 NCalls = 40 -VariableMetric: Iteration # 8 - FCN = 298153.0640247 Edm = 3.06724 NCalls = 43 -VariableMetric: Iteration # 9 - FCN = 297891.2923147 Edm = 9.33373 NCalls = 49 -VariableMetric: Iteration # 10 - FCN = 297812.8707158 Edm = 59.6397 NCalls = 52 -VariableMetric: Iteration # 11 - FCN = 297592.3823382 Edm = 45.0096 NCalls = 54 -VariableMetric: Iteration # 12 - FCN = 297583.2115079 Edm = 24.9392 NCalls = 56 -VariableMetric: Iteration # 13 - FCN = 297573.8468752 Edm = 1.85079 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 297560.444244 Edm = 3.54326 NCalls = 62 -VariableMetric: Iteration # 15 - FCN = 297557.4608551 Edm = 1.33761 NCalls = 65 -VariableMetric: Iteration # 16 - FCN = 297556.4004066 Edm = 0.0496641 NCalls = 66 -VariableMetric: Iteration # 17 - FCN = 297556.2767097 Edm = 0.149232 NCalls = 68 -VariableMetric: Iteration # 18 - FCN = 297554.7129382 Edm = 2.24109 NCalls = 72 -VariableMetric: Iteration # 19 - FCN = 297554.2245463 Edm = 0.441925 NCalls = 75 -VariableMetric: Iteration # 20 - FCN = 297550.6353483 Edm = 2.8501 NCalls = 80 -VariableMetric: Iteration # 21 - FCN = 297516.6395232 Edm = 1.51297 NCalls = 84 -VariableMetric: Iteration # 22 - FCN = 297511.8234358 Edm = 0.868428 NCalls = 87 -VariableMetric: Iteration # 23 - FCN = 297510.9725247 Edm = 0.220105 NCalls = 88 -VariableMetric: Iteration # 24 - FCN = 297510.8119763 Edm = 0.0401984 NCalls = 89 -VariableMetric: Iteration # 25 - FCN = 297509.5272959 Edm = 1.59022 NCalls = 94 -VariableMetric: Iteration # 26 - FCN = 297508.2625265 Edm = 1.19947 NCalls = 99 -VariableMetric: Iteration # 27 - FCN = 297425.383207 Edm = 2.06382 NCalls = 104 -VariableMetric: Iteration # 28 - FCN = 297423.2765094 Edm = 0.121797 NCalls = 106 -VariableMetric: Iteration # 29 - FCN = 297423.1913572 Edm = 0.0205571 NCalls = 108 -VariableMetric: Iteration # 30 - FCN = 297423.1645426 Edm = 0.0186799 NCalls = 110 -VariableMetric: Iteration # 31 - FCN = 297423.0604729 Edm = 0.0944077 NCalls = 113 -VariableMetric: Iteration # 32 - FCN = 297420.7767644 Edm = 1.82824 NCalls = 117 -VariableMetric: Iteration # 33 - FCN = 297392.1284731 Edm = 3.86154 NCalls = 120 -VariableMetric: Iteration # 34 - FCN = 297387.9185203 Edm = 0.869654 NCalls = 122 -VariableMetric: Iteration # 35 - FCN = 297386.6738173 Edm = 0.151605 NCalls = 124 -VariableMetric: Iteration # 36 - FCN = 297386.3987822 Edm = 0.0561972 NCalls = 126 -VariableMetric: Iteration # 37 - FCN = 297386.2734995 Edm = 0.00919039 NCalls = 128 -VariableMetric: Iteration # 38 - FCN = 297386.2406192 Edm = 0.00754637 NCalls = 130 -VariableMetric: Iteration # 39 - FCN = 297386.2182726 Edm = 0.0114974 NCalls = 132 -VariableMetric: Iteration # 40 - FCN = 297385.9163749 Edm = 0.299998 NCalls = 136 -VariableMetric: Iteration # 41 - FCN = 297370.2540479 Edm = 9.37208 NCalls = 141 -VariableMetric: Iteration # 42 - FCN = 297357.3088061 Edm = 5.70242 NCalls = 143 -VariableMetric: Iteration # 43 - FCN = 297352.2784619 Edm = 1.72525 NCalls = 145 -VariableMetric: Iteration # 44 - FCN = 297350.2788142 Edm = 0.333626 NCalls = 148 -VariableMetric: Iteration # 45 - FCN = 297349.9474811 Edm = 0.0158757 NCalls = 150 -VariableMetric: Iteration # 46 - FCN = 297349.9312474 Edm = 0.0043957 NCalls = 152 -VariableMetric: Iteration # 47 - FCN = 297349.9214652 Edm = 0.00942636 NCalls = 154 -VariableMetric: Iteration # 48 - FCN = 297349.5467961 Edm = 0.546203 NCalls = 160 -VariableMetric: Iteration # 49 - FCN = 297349.3952705 Edm = 0.152118 NCalls = 165 -VariableMetric: Iteration # 50 - FCN = 297349.1473221 Edm = 0.233162 NCalls = 170 -VariableMetric: Iteration # 51 - FCN = 297344.4896376 Edm = 3.49028 NCalls = 175 -VariableMetric: Iteration # 52 - FCN = 297336.9592621 Edm = 0.513106 NCalls = 180 -VariableMetric: Iteration # 53 - FCN = 297336.4686048 Edm = 0.0919615 NCalls = 181 -VariableMetric: Iteration # 54 - FCN = 297336.4004322 Edm = 0.00984663 NCalls = 183 -VariableMetric: Iteration # 55 - FCN = 297336.3953082 Edm = 0.000538669 NCalls = 185 -VariableMetric: Iteration # 56 - FCN = 297336.3939097 Edm = 0.000937736 NCalls = 187 -VariableMetric: Iteration # 57 - FCN = 297336.284823 Edm = 0.106919 NCalls = 193 -VariableMetric: Iteration # 58 - FCN = 297332.2425347 Edm = 0.653136 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297331.4882461 Edm = 0.0602361 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297331.4179268 Edm = 0.00439964 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297331.4137948 Edm = 0.000296428 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297331.4129838 Edm = 0.000569148 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297331.3890598 Edm = 0.0227926 NCalls = 210 -VariableMetric: Iteration # 64 - FCN = 297329.551898 Edm = 0.547413 NCalls = 215 -VariableMetric: Iteration # 65 - FCN = 297328.6975345 Edm = 0.0482065 NCalls = 217 -VariableMetric: Iteration # 66 - FCN = 297328.6552026 Edm = 0.00630612 NCalls = 219 -VariableMetric: Iteration # 67 - FCN = 297328.6484774 Edm = 0.00027109 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297328.6480821 Edm = 6.57687e-05 NCalls = 223 -VariableMetric: After Hessian - FCN = 297328.6480821 Edm = 27.2857 NCalls = 706 -VariableMetric: Iteration # 69 - FCN = 297328.6480821 Edm = 27.2857 NCalls = 706 -VariableMetric: Iteration # 70 - FCN = 297328.0055302 Edm = 68.0034 NCalls = 710 -VariableMetric: Iteration # 71 - FCN = 297324.4399088 Edm = 0.5109 NCalls = 719 -VariableMetric: Iteration # 72 - FCN = 297324.0499593 Edm = 0.503121 NCalls = 721 -VariableMetric: Iteration # 73 - FCN = 297323.5849561 Edm = 2263.44 NCalls = 723 -VariableMetric: Iteration # 74 - FCN = 297323.5788141 Edm = 78.5846 NCalls = 728 -VariableMetric: Iteration # 75 - FCN = 297323.562321 Edm = 208.267 NCalls = 732 -VariableMetric: Iteration # 76 - FCN = 297323.5046455 Edm = 32.4407 NCalls = 736 -VariableMetric: Iteration # 77 - FCN = 297323.4875751 Edm = 54.4453 NCalls = 740 -VariableMetric: Iteration # 78 - FCN = 297323.4840642 Edm = 30.3086 NCalls = 744 -VariableMetric: Iteration # 79 - FCN = 297323.4659739 Edm = 21.6677 NCalls = 747 -VariableMetric: Iteration # 80 - FCN = 297323.3686794 Edm = 14.4701 NCalls = 750 -VariableMetric: Iteration # 81 - FCN = 297323.3446779 Edm = 4.784 NCalls = 753 -VariableMetric: Iteration # 82 - FCN = 297323.3051188 Edm = 25.1592 NCalls = 756 -VariableMetric: Iteration # 83 - FCN = 297323.1862717 Edm = 3.39127 NCalls = 758 -VariableMetric: Iteration # 84 - FCN = 297323.0253918 Edm = 0.938119 NCalls = 760 -VariableMetric: Iteration # 85 - FCN = 297322.9486133 Edm = 0.47849 NCalls = 762 -VariableMetric: Iteration # 86 - FCN = 297322.8938364 Edm = 1.03157 NCalls = 764 -VariableMetric: Iteration # 87 - FCN = 297322.6141174 Edm = 1.58937 NCalls = 772 -VariableMetric: Iteration # 88 - FCN = 297322.5037506 Edm = 0.717126 NCalls = 774 -VariableMetric: Iteration # 89 - FCN = 297322.4241858 Edm = 0.327317 NCalls = 776 -VariableMetric: Iteration # 90 - FCN = 297322.3728836 Edm = 0.29621 NCalls = 778 -VariableMetric: Iteration # 91 - FCN = 297322.294721 Edm = 0.187516 NCalls = 779 -VariableMetric: Iteration # 92 - FCN = 297322.2721284 Edm = 0.12976 NCalls = 781 -VariableMetric: Iteration # 93 - FCN = 297322.2114196 Edm = 0.127697 NCalls = 783 -VariableMetric: Iteration # 94 - FCN = 297322.1883186 Edm = 0.0405969 NCalls = 785 -VariableMetric: Iteration # 95 - FCN = 297322.1730268 Edm = 0.0723196 NCalls = 787 -VariableMetric: Iteration # 96 - FCN = 297322.1534507 Edm = 0.00636691 NCalls = 790 -VariableMetric: Iteration # 97 - FCN = 297322.1431234 Edm = 0.00259514 NCalls = 792 -VariableMetric: Iteration # 98 - FCN = 297322.1371558 Edm = 0.00224046 NCalls = 794 -VariableMetric: Iteration # 99 - FCN = 297322.132615 Edm = 0.00235236 NCalls = 796 -VariableMetric: Iteration # 100 - FCN = 297322.1285682 Edm = 0.00158619 NCalls = 799 -VariableMetric: Iteration # 101 - FCN = 297322.1273222 Edm = 0.000442177 NCalls = 801 -VariableMetric: Iteration # 102 - FCN = 297322.1269319 Edm = 3.2951e-05 NCalls = 803 -VariableMetric: After Hessian - FCN = 297322.1269319 Edm = 0.00132605 NCalls = 1296 -VariableMetric: Iteration # 103 - FCN = 297322.1269319 Edm = 0.00132605 NCalls = 1296 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 308434.1189096 Edm = 28.0418 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 308434.1189096 Edm = 28.0418 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302747.6892697 Edm = 14.1436 NCalls = 9 -VariableMetric: Iteration # 2 - FCN = 302695.1203945 Edm = 302.236 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302650.095314 Edm = 3.17216 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 302585.1030383 Edm = 36.6826 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 302482.7150483 Edm = 90.7081 NCalls = 23 -VariableMetric: Iteration # 6 - FCN = 302431.3786806 Edm = 8.08406 NCalls = 26 -VariableMetric: Iteration # 7 - FCN = 302245.5818703 Edm = 158.18 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 302239.691386 Edm = 45.1204 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 301112.0521153 Edm = 24.1087 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 301030.4353528 Edm = 48.7204 NCalls = 42 -VariableMetric: Iteration # 11 - FCN = 300731.081939 Edm = 39.6888 NCalls = 50 -VariableMetric: Iteration # 12 - FCN = 300710.1198364 Edm = 108.245 NCalls = 52 -VariableMetric: Iteration # 13 - FCN = 300422.1482689 Edm = 9.9442 NCalls = 58 -VariableMetric: Iteration # 14 - FCN = 299280.3623764 Edm = 1383.7 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 299280.3623764 Edm = 1383.7 NCalls = 76 -VariableMetric: After Hessian - FCN = 299280.3623764 Edm = 7.008e+06 NCalls = 545 -VariableMetric: Iteration # 16 - FCN = 299280.3623764 Edm = 7.008e+06 NCalls = 545 -VariableMetric: Iteration # 17 - FCN = 298762.3949447 Edm = 22674.4 NCalls = 556 -VariableMetric: Iteration # 18 - FCN = 298759.6081218 Edm = 175.786 NCalls = 559 -VariableMetric: Iteration # 19 - FCN = 297849.1649979 Edm = 25.6248 NCalls = 563 -VariableMetric: Iteration # 20 - FCN = 297829.381971 Edm = 3.76931 NCalls = 565 -VariableMetric: Iteration # 21 - FCN = 297813.1403446 Edm = 8.64981 NCalls = 567 -VariableMetric: Iteration # 22 - FCN = 297739.4176508 Edm = 1.31373 NCalls = 570 -VariableMetric: Iteration # 23 - FCN = 297734.2672827 Edm = 1.78547 NCalls = 574 -VariableMetric: Iteration # 24 - FCN = 297709.8913708 Edm = 19.5835 NCalls = 577 -VariableMetric: Iteration # 25 - FCN = 297634.6519912 Edm = 1.84019 NCalls = 579 -VariableMetric: Iteration # 26 - FCN = 297629.6052943 Edm = 3.39165 NCalls = 581 -VariableMetric: Iteration # 27 - FCN = 297555.70661 Edm = 54.8055 NCalls = 587 -VariableMetric: Iteration # 28 - FCN = 297480.2604651 Edm = 3.52949 NCalls = 590 -VariableMetric: Iteration # 29 - FCN = 297476.3400118 Edm = 0.170012 NCalls = 592 -VariableMetric: Iteration # 30 - FCN = 297475.9224145 Edm = 0.279876 NCalls = 594 -VariableMetric: Iteration # 31 - FCN = 297470.9875757 Edm = 4.42421 NCalls = 598 -VariableMetric: Iteration # 32 - FCN = 297392.8113324 Edm = 4.54775 NCalls = 602 -VariableMetric: Iteration # 33 - FCN = 297387.7989769 Edm = 0.200169 NCalls = 604 -VariableMetric: Iteration # 34 - FCN = 297387.4370003 Edm = 0.141501 NCalls = 606 -VariableMetric: Iteration # 35 - FCN = 297387.0950634 Edm = 0.201446 NCalls = 608 -VariableMetric: Iteration # 36 - FCN = 297383.5885087 Edm = 2.34163 NCalls = 612 -VariableMetric: Iteration # 37 - FCN = 297364.9515441 Edm = 0.510581 NCalls = 615 -VariableMetric: Iteration # 38 - FCN = 297364.3801531 Edm = 0.036361 NCalls = 617 -VariableMetric: Iteration # 39 - FCN = 297364.2944325 Edm = 0.0293682 NCalls = 619 -VariableMetric: Iteration # 40 - FCN = 297361.3170858 Edm = 2.93235 NCalls = 624 -VariableMetric: Iteration # 41 - FCN = 297342.3291081 Edm = 1.64419 NCalls = 627 -VariableMetric: Iteration # 42 - FCN = 297340.5560525 Edm = 0.0332222 NCalls = 628 -VariableMetric: Iteration # 43 - FCN = 297340.5256798 Edm = 0.00434791 NCalls = 629 -VariableMetric: Iteration # 44 - FCN = 297340.4783521 Edm = 0.0443124 NCalls = 632 -VariableMetric: Iteration # 45 - FCN = 297336.4597513 Edm = 1.8106 NCalls = 639 -VariableMetric: Iteration # 46 - FCN = 297328.5519494 Edm = 3.27826 NCalls = 641 -VariableMetric: Iteration # 47 - FCN = 297325.5574725 Edm = 0.223415 NCalls = 642 -VariableMetric: Iteration # 48 - FCN = 297325.2078141 Edm = 0.0709381 NCalls = 644 -VariableMetric: Iteration # 49 - FCN = 297325.1084921 Edm = 0.00951897 NCalls = 646 -VariableMetric: Iteration # 50 - FCN = 297325.0971728 Edm = 0.00183212 NCalls = 648 -VariableMetric: Iteration # 51 - FCN = 297325.0933557 Edm = 0.000937943 NCalls = 650 -VariableMetric: Iteration # 52 - FCN = 297325.0882276 Edm = 0.00456753 NCalls = 653 -VariableMetric: Iteration # 53 - FCN = 297324.5052998 Edm = 0.521542 NCalls = 660 -VariableMetric: Iteration # 54 - FCN = 297319.2240938 Edm = 0.921364 NCalls = 664 -VariableMetric: Iteration # 55 - FCN = 297318.3788474 Edm = 0.253837 NCalls = 665 -VariableMetric: Iteration # 56 - FCN = 297318.2283473 Edm = 0.0136704 NCalls = 667 -VariableMetric: Iteration # 57 - FCN = 297318.2150492 Edm = 0.00195354 NCalls = 669 -VariableMetric: Iteration # 58 - FCN = 297318.2093519 Edm = 0.0033175 NCalls = 671 -VariableMetric: Iteration # 59 - FCN = 297318.1736914 Edm = 0.0245723 NCalls = 674 -VariableMetric: Iteration # 60 - FCN = 297317.8913324 Edm = 0.222798 NCalls = 677 -VariableMetric: Iteration # 61 - FCN = 297315.1874425 Edm = 2.15964 NCalls = 681 -VariableMetric: Iteration # 62 - FCN = 297313.1832722 Edm = 1.60686 NCalls = 685 -VariableMetric: Iteration # 63 - FCN = 297311.4838548 Edm = 0.128432 NCalls = 688 -VariableMetric: Iteration # 64 - FCN = 297311.3723589 Edm = 0.0097661 NCalls = 690 -VariableMetric: Iteration # 65 - FCN = 297311.3619424 Edm = 0.0012492 NCalls = 692 -VariableMetric: Iteration # 66 - FCN = 297311.3592512 Edm = 0.00116139 NCalls = 694 -VariableMetric: Iteration # 67 - FCN = 297311.3541642 Edm = 0.00299869 NCalls = 697 -VariableMetric: Iteration # 68 - FCN = 297311.3486966 Edm = 0.00327532 NCalls = 699 -VariableMetric: Iteration # 69 - FCN = 297311.3366179 Edm = 0.00997591 NCalls = 702 -VariableMetric: Iteration # 70 - FCN = 297311.1595557 Edm = 0.163906 NCalls = 706 -VariableMetric: Iteration # 71 - FCN = 297309.3929031 Edm = 0.683081 NCalls = 709 -VariableMetric: Iteration # 72 - FCN = 297308.4860905 Edm = 0.140165 NCalls = 712 -VariableMetric: Iteration # 73 - FCN = 297308.3955851 Edm = 0.0370103 NCalls = 715 -VariableMetric: Iteration # 74 - FCN = 297308.3461951 Edm = 0.00486572 NCalls = 717 -VariableMetric: Iteration # 75 - FCN = 297308.3418002 Edm = 0.0017845 NCalls = 719 -VariableMetric: Iteration # 76 - FCN = 297308.3407768 Edm = 0.000306847 NCalls = 721 -VariableMetric: Iteration # 77 - FCN = 297308.3400587 Edm = 0.000498288 NCalls = 723 -VariableMetric: Iteration # 78 - FCN = 297308.3324259 Edm = 0.00518024 NCalls = 728 -VariableMetric: Iteration # 79 - FCN = 297308.2174286 Edm = 0.0810192 NCalls = 732 -VariableMetric: Iteration # 80 - FCN = 297307.953437 Edm = 0.388935 NCalls = 737 -VariableMetric: Iteration # 81 - FCN = 297307.4524306 Edm = 0.281729 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297306.7810512 Edm = 0.0559285 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297306.7319789 Edm = 0.00594506 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297306.7257831 Edm = 0.00138298 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297306.7238924 Edm = 0.000183301 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297306.723611 Edm = 0.000106383 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297306.7223707 Edm = 0.00137069 NCalls = 754 -VariableMetric: Iteration # 88 - FCN = 297306.654928 Edm = 0.0614349 NCalls = 761 -VariableMetric: Iteration # 89 - FCN = 297306.6546056 Edm = 8.93051e-05 NCalls = 763 -VariableMetric: Iteration # 90 - FCN = 297306.5911339 Edm = 0.071981 NCalls = 770 -VariableMetric: Iteration # 91 - FCN = 297306.5907689 Edm = 0.000145493 NCalls = 772 -VariableMetric: Iteration # 92 - FCN = 297306.5898899 Edm = 0.00125277 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297306.5518572 Edm = 0.0320849 NCalls = 782 -VariableMetric: Iteration # 94 - FCN = 297305.7140561 Edm = 0.252155 NCalls = 787 -VariableMetric: Iteration # 95 - FCN = 297305.3795389 Edm = 0.0257738 NCalls = 789 -VariableMetric: Iteration # 96 - FCN = 297305.3485398 Edm = 0.00141376 NCalls = 791 -VariableMetric: Iteration # 97 - FCN = 297305.346992 Edm = 6.8767e-05 NCalls = 793 -VariableMetric: After Hessian - FCN = 297305.346992 Edm = 0.305765 NCalls = 1280 -VariableMetric: Iteration # 98 - FCN = 297305.346992 Edm = 0.305765 NCalls = 1280 -VariableMetric: Iteration # 99 - FCN = 297305.1042197 Edm = 0.053027 NCalls = 1282 -VariableMetric: Iteration # 100 - FCN = 297305.0818938 Edm = 0.00497428 NCalls = 1284 -VariableMetric: Iteration # 101 - FCN = 297305.0737909 Edm = 0.00245996 NCalls = 1286 -VariableMetric: Iteration # 102 - FCN = 297305.0699662 Edm = 0.000313836 NCalls = 1288 -VariableMetric: Iteration # 103 - FCN = 297305.069688 Edm = 2.49313e-05 NCalls = 1290 -VariableMetric: After Hessian - FCN = 297305.069688 Edm = 4.9084e-05 NCalls = 1783 -VariableMetric: Iteration # 104 - FCN = 297305.069688 Edm = 4.9084e-05 NCalls = 1783 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 328601.2105845 Edm = 89.3464 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 328601.2105845 Edm = 89.3464 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 304473.683898 Edm = 4.68649 NCalls = 10 -VariableMetric: Iteration # 2 - FCN = 303019.4955045 Edm = 1300.63 NCalls = 11 -VariableMetric: Iteration # 3 - FCN = 302854.4937192 Edm = 28.757 NCalls = 13 -VariableMetric: Iteration # 4 - FCN = 302835.0461326 Edm = 1.30636 NCalls = 16 -VariableMetric: Iteration # 5 - FCN = 300296.6973818 Edm = 613.284 NCalls = 26 -VariableMetric: Iteration # 6 - FCN = 300296.6973818 Edm = 613.284 NCalls = 37 -VariableMetric: After Hessian - FCN = 300296.6973818 Edm = 3.53767e+06 NCalls = 506 -VariableMetric: Iteration # 7 - FCN = 300296.6973818 Edm = 3.53767e+06 NCalls = 506 -VariableMetric: Iteration # 8 - FCN = 299633.1782283 Edm = 5.4997e+06 NCalls = 517 -VariableMetric: Iteration # 9 - FCN = 299506.912233 Edm = 1382.43 NCalls = 523 -VariableMetric: Iteration # 10 - FCN = 298342.2441966 Edm = 357.098 NCalls = 525 -VariableMetric: Iteration # 11 - FCN = 298174.8720047 Edm = 132.417 NCalls = 527 -VariableMetric: Iteration # 12 - FCN = 297897.1874337 Edm = 170.59 NCalls = 530 -VariableMetric: Iteration # 13 - FCN = 297766.1709405 Edm = 30.8943 NCalls = 533 -VariableMetric: Iteration # 14 - FCN = 297595.5639338 Edm = 14.7147 NCalls = 536 -VariableMetric: Iteration # 15 - FCN = 297570.7696066 Edm = 0.752033 NCalls = 538 -VariableMetric: Iteration # 16 - FCN = 297568.2341031 Edm = 0.9446 NCalls = 540 -VariableMetric: Iteration # 17 - FCN = 297560.0718077 Edm = 4.02698 NCalls = 543 -VariableMetric: Iteration # 18 - FCN = 297543.541723 Edm = 0.612392 NCalls = 545 -VariableMetric: Iteration # 19 - FCN = 297542.4515257 Edm = 0.444734 NCalls = 547 -VariableMetric: Iteration # 20 - FCN = 297532.7161519 Edm = 5.54845 NCalls = 551 -VariableMetric: Iteration # 21 - FCN = 297520.6889277 Edm = 0.390926 NCalls = 553 -VariableMetric: Iteration # 22 - FCN = 297520.0571821 Edm = 0.195103 NCalls = 555 -VariableMetric: Iteration # 23 - FCN = 297508.9311245 Edm = 8.37244 NCalls = 561 -VariableMetric: Iteration # 24 - FCN = 297486.0934839 Edm = 5.32892 NCalls = 563 -VariableMetric: Iteration # 25 - FCN = 297482.6572187 Edm = 0.377103 NCalls = 565 -VariableMetric: Iteration # 26 - FCN = 297482.2153256 Edm = 0.0568954 NCalls = 567 -VariableMetric: Iteration # 27 - FCN = 297481.8934826 Edm = 0.249231 NCalls = 570 -VariableMetric: Iteration # 28 - FCN = 297472.7810927 Edm = 5.55483 NCalls = 574 -VariableMetric: Iteration # 29 - FCN = 297461.8690639 Edm = 0.51159 NCalls = 576 -VariableMetric: Iteration # 30 - FCN = 297461.2175372 Edm = 0.139698 NCalls = 578 -VariableMetric: Iteration # 31 - FCN = 297460.1286756 Edm = 0.766082 NCalls = 581 -VariableMetric: Iteration # 32 - FCN = 297452.2791513 Edm = 2.15959 NCalls = 585 -VariableMetric: Iteration # 33 - FCN = 297448.9674299 Edm = 0.069613 NCalls = 587 -VariableMetric: Iteration # 34 - FCN = 297448.8473669 Edm = 0.0505955 NCalls = 589 -VariableMetric: Iteration # 35 - FCN = 297448.2894255 Edm = 0.485328 NCalls = 593 -VariableMetric: Iteration # 36 - FCN = 297445.5703705 Edm = 0.263855 NCalls = 596 -VariableMetric: Iteration # 37 - FCN = 297445.2522301 Edm = 0.0236934 NCalls = 598 -VariableMetric: Iteration # 38 - FCN = 297445.1978287 Edm = 0.0335691 NCalls = 600 -VariableMetric: Iteration # 39 - FCN = 297444.3776326 Edm = 0.604792 NCalls = 605 -VariableMetric: Iteration # 40 - FCN = 297437.6540823 Edm = 1.09744 NCalls = 611 -VariableMetric: Iteration # 41 - FCN = 297436.4233569 Edm = 0.488376 NCalls = 613 -VariableMetric: Iteration # 42 - FCN = 297436.1379651 Edm = 0.148712 NCalls = 615 -VariableMetric: Iteration # 43 - FCN = 297435.7017973 Edm = 0.117617 NCalls = 619 -VariableMetric: Iteration # 44 - FCN = 297435.5448245 Edm = 0.0719449 NCalls = 621 -VariableMetric: Iteration # 45 - FCN = 297435.3021754 Edm = 0.254866 NCalls = 624 -VariableMetric: Iteration # 46 - FCN = 297434.1322965 Edm = 1.1025 NCalls = 629 -VariableMetric: Iteration # 47 - FCN = 297432.7422318 Edm = 0.847417 NCalls = 634 -VariableMetric: Iteration # 48 - FCN = 297430.9446062 Edm = 0.176676 NCalls = 637 -VariableMetric: Iteration # 49 - FCN = 297430.7538813 Edm = 0.0127251 NCalls = 639 -VariableMetric: Iteration # 50 - FCN = 297430.7379279 Edm = 0.00184831 NCalls = 641 -VariableMetric: Iteration # 51 - FCN = 297430.7332425 Edm = 0.0051152 NCalls = 643 -VariableMetric: Iteration # 52 - FCN = 297430.6983328 Edm = 0.0216683 NCalls = 648 -VariableMetric: Iteration # 53 - FCN = 297430.6688527 Edm = 0.0182756 NCalls = 650 -VariableMetric: Iteration # 54 - FCN = 297430.6367015 Edm = 0.0275772 NCalls = 653 -VariableMetric: Iteration # 55 - FCN = 297430.3863714 Edm = 0.229477 NCalls = 657 -VariableMetric: Iteration # 56 - FCN = 297429.6453155 Edm = 0.133606 NCalls = 660 -VariableMetric: Iteration # 57 - FCN = 297429.5635374 Edm = 0.0179957 NCalls = 662 -VariableMetric: Iteration # 58 - FCN = 297429.5454867 Edm = 0.00102237 NCalls = 664 -VariableMetric: Iteration # 59 - FCN = 297429.5443016 Edm = 0.000222576 NCalls = 666 -VariableMetric: Iteration # 60 - FCN = 297429.5427355 Edm = 0.00147835 NCalls = 669 -VariableMetric: Iteration # 61 - FCN = 297429.529756 Edm = 0.0110875 NCalls = 675 -VariableMetric: Iteration # 62 - FCN = 297429.4887534 Edm = 0.0110385 NCalls = 677 -VariableMetric: Iteration # 63 - FCN = 297429.432365 Edm = 0.0435243 NCalls = 680 -VariableMetric: Iteration # 64 - FCN = 297429.0821713 Edm = 0.319366 NCalls = 683 -VariableMetric: Iteration # 65 - FCN = 297428.9072004 Edm = 0.0307751 NCalls = 685 -VariableMetric: Iteration # 66 - FCN = 297428.8806998 Edm = 0.00153452 NCalls = 687 -VariableMetric: Iteration # 67 - FCN = 297428.8787651 Edm = 0.000662566 NCalls = 689 -VariableMetric: Iteration # 68 - FCN = 297428.8727076 Edm = 0.00556908 NCalls = 692 -VariableMetric: Iteration # 69 - FCN = 297428.8456383 Edm = 0.0238681 NCalls = 697 -VariableMetric: Iteration # 70 - FCN = 297428.6167969 Edm = 0.170057 NCalls = 700 -VariableMetric: Iteration # 71 - FCN = 297427.9860146 Edm = 0.132873 NCalls = 702 -VariableMetric: Iteration # 72 - FCN = 297427.8473709 Edm = 0.00410909 NCalls = 704 -VariableMetric: Iteration # 73 - FCN = 297427.8425844 Edm = 0.000911098 NCalls = 706 -VariableMetric: Iteration # 74 - FCN = 297427.8385337 Edm = 0.00189953 NCalls = 709 -VariableMetric: Iteration # 75 - FCN = 297427.8332954 Edm = 0.00199213 NCalls = 712 -VariableMetric: Iteration # 76 - FCN = 297427.8276817 Edm = 0.00530736 NCalls = 714 -VariableMetric: Iteration # 77 - FCN = 297427.7764356 Edm = 0.071556 NCalls = 719 -VariableMetric: Iteration # 78 - FCN = 297427.7733645 Edm = 0.00345663 NCalls = 720 -VariableMetric: Iteration # 79 - FCN = 297427.7563009 Edm = 0.0207952 NCalls = 723 -VariableMetric: Iteration # 80 - FCN = 297427.4055109 Edm = 0.205148 NCalls = 729 -VariableMetric: Iteration # 81 - FCN = 297426.8602351 Edm = 0.0518453 NCalls = 731 -VariableMetric: Iteration # 82 - FCN = 297426.7719521 Edm = 0.0174819 NCalls = 733 -VariableMetric: Iteration # 83 - FCN = 297426.7462992 Edm = 0.00437084 NCalls = 735 -VariableMetric: Iteration # 84 - FCN = 297426.7413129 Edm = 0.00210953 NCalls = 737 -VariableMetric: Iteration # 85 - FCN = 297426.7370305 Edm = 0.00234166 NCalls = 739 -VariableMetric: Iteration # 86 - FCN = 297426.7291122 Edm = 0.00115525 NCalls = 742 -VariableMetric: Iteration # 87 - FCN = 297426.7278056 Edm = 0.000304113 NCalls = 744 -VariableMetric: Iteration # 88 - FCN = 297426.727262 Edm = 0.000262435 NCalls = 746 -VariableMetric: Iteration # 89 - FCN = 297426.7256409 Edm = 0.00152009 NCalls = 749 -VariableMetric: Iteration # 90 - FCN = 297426.715464 Edm = 0.0178243 NCalls = 753 -VariableMetric: Iteration # 91 - FCN = 297426.7149002 Edm = 0.000357374 NCalls = 755 -VariableMetric: Iteration # 92 - FCN = 297426.708971 Edm = 0.00608024 NCalls = 759 -VariableMetric: Iteration # 93 - FCN = 297426.6870994 Edm = 0.0169285 NCalls = 764 -VariableMetric: Iteration # 94 - FCN = 297426.5492386 Edm = 0.0183388 NCalls = 767 -VariableMetric: Iteration # 95 - FCN = 297426.4949435 Edm = 0.00425248 NCalls = 770 -VariableMetric: Iteration # 96 - FCN = 297426.4906004 Edm = 0.000299778 NCalls = 772 -VariableMetric: Iteration # 97 - FCN = 297426.4902016 Edm = 7.17711e-05 NCalls = 774 -VariableMetric: After Hessian - FCN = 297426.4902016 Edm = 0.189868 NCalls = 1257 -VariableMetric: Iteration # 98 - FCN = 297426.4902016 Edm = 0.189868 NCalls = 1257 -VariableMetric: Iteration # 99 - FCN = 297426.471491 Edm = 0.176212 NCalls = 1259 -VariableMetric: Iteration # 100 - FCN = 297426.4427911 Edm = 0.205992 NCalls = 1261 -VariableMetric: Iteration # 101 - FCN = 297426.3887126 Edm = 0.0896626 NCalls = 1263 -VariableMetric: Iteration # 102 - FCN = 297426.3795077 Edm = 0.0689196 NCalls = 1265 -VariableMetric: Iteration # 103 - FCN = 297426.314389 Edm = 0.0184592 NCalls = 1267 -VariableMetric: Iteration # 104 - FCN = 297426.2963661 Edm = 0.0378393 NCalls = 1269 -VariableMetric: Iteration # 105 - FCN = 297426.2739122 Edm = 0.0195666 NCalls = 1271 -VariableMetric: Iteration # 106 - FCN = 297426.2510084 Edm = 0.00970659 NCalls = 1274 -VariableMetric: Iteration # 107 - FCN = 297426.2367385 Edm = 0.00910905 NCalls = 1276 -VariableMetric: Iteration # 108 - FCN = 297426.2303309 Edm = 0.0106722 NCalls = 1279 -VariableMetric: Iteration # 109 - FCN = 297426.2190193 Edm = 0.00614393 NCalls = 1281 -VariableMetric: Iteration # 110 - FCN = 297426.2114207 Edm = 0.00596033 NCalls = 1283 -VariableMetric: Iteration # 111 - FCN = 297426.205156 Edm = 0.00618739 NCalls = 1286 -VariableMetric: Iteration # 112 - FCN = 297426.201234 Edm = 0.00386151 NCalls = 1289 -VariableMetric: Iteration # 113 - FCN = 297426.1882717 Edm = 0.00737912 NCalls = 1294 -VariableMetric: Iteration # 114 - FCN = 297426.1822888 Edm = 0.0259895 NCalls = 1296 -VariableMetric: Iteration # 115 - FCN = 297426.17459 Edm = 0.00625256 NCalls = 1298 -VariableMetric: Iteration # 116 - FCN = 297426.1644902 Edm = 0.00822053 NCalls = 1301 -VariableMetric: Iteration # 117 - FCN = 297426.1580692 Edm = 0.0119494 NCalls = 1303 -VariableMetric: Iteration # 118 - FCN = 297426.145281 Edm = 0.0156494 NCalls = 1307 -VariableMetric: Iteration # 119 - FCN = 297426.1337915 Edm = 0.0230004 NCalls = 1311 -VariableMetric: Iteration # 120 - FCN = 297426.1203142 Edm = 0.0086218 NCalls = 1315 -VariableMetric: Iteration # 121 - FCN = 297426.1042121 Edm = 0.00988953 NCalls = 1317 -VariableMetric: Iteration # 122 - FCN = 297426.090624 Edm = 0.00390018 NCalls = 1320 -VariableMetric: Iteration # 123 - FCN = 297426.0879977 Edm = 0.00346201 NCalls = 1322 -VariableMetric: Iteration # 124 - FCN = 297426.0857224 Edm = 0.000729465 NCalls = 1324 -VariableMetric: Iteration # 125 - FCN = 297426.0851832 Edm = 0.000391945 NCalls = 1325 -VariableMetric: Iteration # 126 - FCN = 297426.0844344 Edm = 0.000462228 NCalls = 1327 -VariableMetric: Iteration # 127 - FCN = 297426.0831621 Edm = 0.000205889 NCalls = 1329 -VariableMetric: Iteration # 128 - FCN = 297426.0825166 Edm = 0.000446546 NCalls = 1331 -VariableMetric: Iteration # 129 - FCN = 297426.0793194 Edm = 0.00187042 NCalls = 1336 -VariableMetric: Iteration # 130 - FCN = 297426.076465 Edm = 0.00492461 NCalls = 1338 -VariableMetric: Iteration # 131 - FCN = 297426.0687461 Edm = 0.00366067 NCalls = 1341 -VariableMetric: Iteration # 132 - FCN = 297426.0646328 Edm = 0.00612315 NCalls = 1342 -VariableMetric: Iteration # 133 - FCN = 297426.0604988 Edm = 0.00412419 NCalls = 1344 -VariableMetric: Iteration # 134 - FCN = 297426.0547903 Edm = 0.00249728 NCalls = 1347 -VariableMetric: Iteration # 135 - FCN = 297426.0515246 Edm = 0.0012195 NCalls = 1350 -VariableMetric: Iteration # 136 - FCN = 297426.0509514 Edm = 0.000184097 NCalls = 1352 -VariableMetric: Iteration # 137 - FCN = 297426.0506152 Edm = 9.61186e-05 NCalls = 1354 -VariableMetric: Iteration # 138 - FCN = 297426.0504759 Edm = 4.39317e-05 NCalls = 1356 -VariableMetric: After Hessian - FCN = 297426.0504759 Edm = 0.000334538 NCalls = 1843 -VariableMetric: Iteration # 139 - FCN = 297426.0504759 Edm = 0.000334538 NCalls = 1843 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 312423.9252073 Edm = 29.5055 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 312423.9252073 Edm = 29.5055 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 299051.082306 Edm = 2.85881 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 298967.979734 Edm = 1.57029 NCalls = 10 -VariableMetric: Iteration # 3 - FCN = 298923.505626 Edm = 29.8251 NCalls = 14 -VariableMetric: Iteration # 4 - FCN = 298558.6718869 Edm = 71.9584 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 298537.1516931 Edm = 1.9023 NCalls = 20 -VariableMetric: Iteration # 6 - FCN = 298498.045841 Edm = 26.5112 NCalls = 25 -VariableMetric: Iteration # 7 - FCN = 298165.8649485 Edm = 25.5613 NCalls = 29 -VariableMetric: Iteration # 8 - FCN = 298143.9958402 Edm = 2.59382 NCalls = 31 -VariableMetric: Iteration # 9 - FCN = 298142.1507931 Edm = 0.0721974 NCalls = 33 -VariableMetric: Iteration # 10 - FCN = 298142.0054333 Edm = 0.0997193 NCalls = 35 -VariableMetric: Iteration # 11 - FCN = 298070.8279753 Edm = 6.99469 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297897.8961486 Edm = 24.9791 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297859.2374112 Edm = 2.08152 NCalls = 46 -VariableMetric: Iteration # 14 - FCN = 297856.9445227 Edm = 0.102468 NCalls = 48 -VariableMetric: Iteration # 15 - FCN = 297856.8058427 Edm = 0.0450407 NCalls = 50 -VariableMetric: Iteration # 16 - FCN = 297855.7450236 Edm = 1.09459 NCalls = 54 -VariableMetric: Iteration # 17 - FCN = 297843.5782734 Edm = 11.2678 NCalls = 60 -VariableMetric: Iteration # 18 - FCN = 297541.0213691 Edm = 30.1004 NCalls = 65 -VariableMetric: Iteration # 19 - FCN = 297507.2205668 Edm = 1.49284 NCalls = 67 -VariableMetric: Iteration # 20 - FCN = 297505.7636787 Edm = 0.214707 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297505.5328671 Edm = 0.0351813 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297505.4694583 Edm = 0.0184329 NCalls = 72 -VariableMetric: Iteration # 23 - FCN = 297504.9941736 Edm = 0.450327 NCalls = 76 -VariableMetric: Iteration # 24 - FCN = 297456.0065088 Edm = 2.08242 NCalls = 81 -VariableMetric: Iteration # 25 - FCN = 297453.9631711 Edm = 0.242764 NCalls = 82 -VariableMetric: Iteration # 26 - FCN = 297453.7572927 Edm = 0.0211575 NCalls = 83 -VariableMetric: Iteration # 27 - FCN = 297453.7303362 Edm = 0.00454655 NCalls = 85 -VariableMetric: Iteration # 28 - FCN = 297453.6539862 Edm = 0.054382 NCalls = 89 -VariableMetric: Iteration # 29 - FCN = 297451.3236067 Edm = 2.20725 NCalls = 93 -VariableMetric: Iteration # 30 - FCN = 297421.0538031 Edm = 9.4637 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297409.6302198 Edm = 6.76225 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297404.371244 Edm = 1.37733 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297403.1441648 Edm = 0.073461 NCalls = 103 -VariableMetric: Iteration # 34 - FCN = 297403.0838649 Edm = 0.00584481 NCalls = 105 -VariableMetric: Iteration # 35 - FCN = 297403.078094 Edm = 0.00554788 NCalls = 107 -VariableMetric: Iteration # 36 - FCN = 297403.0547837 Edm = 0.0355262 NCalls = 110 -VariableMetric: Iteration # 37 - FCN = 297402.745801 Edm = 0.328355 NCalls = 115 -VariableMetric: Iteration # 38 - FCN = 297402.696019 Edm = 0.0444084 NCalls = 119 -VariableMetric: Iteration # 39 - FCN = 297396.7440861 Edm = 4.37885 NCalls = 124 -VariableMetric: Iteration # 40 - FCN = 297389.7403285 Edm = 1.6703 NCalls = 126 -VariableMetric: Iteration # 41 - FCN = 297387.6900932 Edm = 0.906446 NCalls = 128 -VariableMetric: Iteration # 42 - FCN = 297386.9221021 Edm = 0.0676201 NCalls = 130 -VariableMetric: Iteration # 43 - FCN = 297386.8700386 Edm = 0.00323028 NCalls = 132 -VariableMetric: Iteration # 44 - FCN = 297386.865332 Edm = 0.00122738 NCalls = 134 -VariableMetric: Iteration # 45 - FCN = 297386.8544425 Edm = 0.0144338 NCalls = 137 -VariableMetric: Iteration # 46 - FCN = 297386.3352741 Edm = 0.516972 NCalls = 144 -VariableMetric: Iteration # 47 - FCN = 297386.3118987 Edm = 0.0210446 NCalls = 148 -VariableMetric: Iteration # 48 - FCN = 297380.0805557 Edm = 2.19477 NCalls = 155 -VariableMetric: Iteration # 49 - FCN = 297377.0871125 Edm = 2.17754 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297375.7915415 Edm = 0.361021 NCalls = 160 -VariableMetric: Iteration # 51 - FCN = 297375.3380375 Edm = 0.0412217 NCalls = 162 -VariableMetric: Iteration # 52 - FCN = 297375.2925807 Edm = 0.00675041 NCalls = 164 -VariableMetric: Iteration # 53 - FCN = 297375.2797535 Edm = 0.0011675 NCalls = 166 -VariableMetric: Iteration # 54 - FCN = 297375.2760339 Edm = 0.0029215 NCalls = 168 -VariableMetric: Iteration # 55 - FCN = 297375.045552 Edm = 0.231756 NCalls = 174 -VariableMetric: Iteration # 56 - FCN = 297375.0084448 Edm = 0.0351631 NCalls = 178 -VariableMetric: Iteration # 57 - FCN = 297369.8744066 Edm = 2.28819 NCalls = 185 -VariableMetric: Iteration # 58 - FCN = 297365.8659576 Edm = 0.751962 NCalls = 188 -VariableMetric: Iteration # 59 - FCN = 297365.5175698 Edm = 0.0787113 NCalls = 190 -VariableMetric: Iteration # 60 - FCN = 297365.4529476 Edm = 0.00313195 NCalls = 191 -VariableMetric: Iteration # 61 - FCN = 297365.4483909 Edm = 0.000828026 NCalls = 193 -VariableMetric: Iteration # 62 - FCN = 297365.4454532 Edm = 0.00159529 NCalls = 195 -VariableMetric: Iteration # 63 - FCN = 297365.4193022 Edm = 0.0212894 NCalls = 199 -VariableMetric: Iteration # 64 - FCN = 297364.7307995 Edm = 0.594659 NCalls = 203 -VariableMetric: Iteration # 65 - FCN = 297356.7383014 Edm = 1.3379 NCalls = 207 -VariableMetric: Iteration # 66 - FCN = 297354.8448232 Edm = 0.238028 NCalls = 209 -VariableMetric: Iteration # 67 - FCN = 297354.577232 Edm = 0.0669867 NCalls = 211 -VariableMetric: Iteration # 68 - FCN = 297354.5137421 Edm = 0.00447745 NCalls = 213 -VariableMetric: Iteration # 69 - FCN = 297354.5085675 Edm = 0.000456381 NCalls = 215 -VariableMetric: Iteration # 70 - FCN = 297354.5069249 Edm = 0.00120876 NCalls = 217 -VariableMetric: Iteration # 71 - FCN = 297354.4687149 Edm = 0.0355463 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297353.1737022 Edm = 0.774044 NCalls = 227 -VariableMetric: Iteration # 73 - FCN = 297350.3444027 Edm = 1.69317 NCalls = 230 -VariableMetric: Iteration # 74 - FCN = 297349.5263326 Edm = 0.711206 NCalls = 232 -VariableMetric: Iteration # 75 - FCN = 297348.9899133 Edm = 0.0276804 NCalls = 234 -VariableMetric: Iteration # 76 - FCN = 297348.9585511 Edm = 0.00317808 NCalls = 236 -VariableMetric: Iteration # 77 - FCN = 297348.9521632 Edm = 0.0015176 NCalls = 238 -VariableMetric: Iteration # 78 - FCN = 297348.9498635 Edm = 0.000245829 NCalls = 240 -VariableMetric: Iteration # 79 - FCN = 297348.9492293 Edm = 0.000485748 NCalls = 242 -VariableMetric: Iteration # 80 - FCN = 297348.9092322 Edm = 0.0425998 NCalls = 248 -VariableMetric: Iteration # 81 - FCN = 297348.8962068 Edm = 0.012857 NCalls = 253 -VariableMetric: Iteration # 82 - FCN = 297348.771137 Edm = 0.11873 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297341.1710238 Edm = 1.67242 NCalls = 266 -VariableMetric: Iteration # 84 - FCN = 297339.9055686 Edm = 0.107653 NCalls = 268 -VariableMetric: Iteration # 85 - FCN = 297339.7886648 Edm = 0.00483416 NCalls = 270 -VariableMetric: Iteration # 86 - FCN = 297339.7842988 Edm = 0.000453541 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297339.7836771 Edm = 0.000284206 NCalls = 274 -VariableMetric: Iteration # 88 - FCN = 297339.7816615 Edm = 0.00167786 NCalls = 277 -VariableMetric: Iteration # 89 - FCN = 297339.7294602 Edm = 0.0495107 NCalls = 281 -VariableMetric: Iteration # 90 - FCN = 297338.5210469 Edm = 1.12188 NCalls = 285 -VariableMetric: Iteration # 91 - FCN = 297334.551351 Edm = 1.04769 NCalls = 290 -VariableMetric: Iteration # 92 - FCN = 297333.4512497 Edm = 0.282542 NCalls = 292 -VariableMetric: Iteration # 93 - FCN = 297333.2000675 Edm = 0.0919024 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297333.1048985 Edm = 0.0422744 NCalls = 296 -VariableMetric: Iteration # 95 - FCN = 297333.0829421 Edm = 0.00773573 NCalls = 298 -VariableMetric: Iteration # 96 - FCN = 297333.0753574 Edm = 0.000745922 NCalls = 300 -VariableMetric: Iteration # 97 - FCN = 297333.072545 Edm = 0.00204788 NCalls = 302 -VariableMetric: Iteration # 98 - FCN = 297333.0175665 Edm = 0.0571708 NCalls = 306 -VariableMetric: Iteration # 99 - FCN = 297332.1928785 Edm = 0.82907 NCalls = 312 -VariableMetric: Iteration # 100 - FCN = 297332.0822718 Edm = 0.113359 NCalls = 317 -VariableMetric: Iteration # 101 - FCN = 297331.7870278 Edm = 0.261979 NCalls = 323 -VariableMetric: Iteration # 102 - FCN = 297326.2335399 Edm = 2.05759 NCalls = 328 -VariableMetric: Iteration # 103 - FCN = 297324.6181928 Edm = 0.443796 NCalls = 330 -VariableMetric: Iteration # 104 - FCN = 297324.1873657 Edm = 0.0140038 NCalls = 332 -VariableMetric: Iteration # 105 - FCN = 297324.1748882 Edm = 0.00120394 NCalls = 334 -VariableMetric: Iteration # 106 - FCN = 297324.1736785 Edm = 0.000134763 NCalls = 336 -VariableMetric: Iteration # 107 - FCN = 297324.1732919 Edm = 0.000307746 NCalls = 338 -VariableMetric: Iteration # 108 - FCN = 297324.163771 Edm = 0.00953301 NCalls = 343 -VariableMetric: Iteration # 109 - FCN = 297324.1456425 Edm = 0.0173299 NCalls = 349 -VariableMetric: Iteration # 110 - FCN = 297322.1501848 Edm = 0.21521 NCalls = 354 -VariableMetric: Iteration # 111 - FCN = 297321.8756194 Edm = 0.0204186 NCalls = 356 -VariableMetric: Iteration # 112 - FCN = 297321.8546133 Edm = 0.00121286 NCalls = 358 -VariableMetric: Iteration # 113 - FCN = 297321.8535777 Edm = 0.000147977 NCalls = 360 -VariableMetric: Iteration # 114 - FCN = 297321.8533323 Edm = 0.000124812 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297321.8502184 Edm = 0.00296787 NCalls = 367 -VariableMetric: Iteration # 116 - FCN = 297321.6112782 Edm = 0.195645 NCalls = 372 -VariableMetric: Iteration # 117 - FCN = 297320.1775106 Edm = 0.229912 NCalls = 375 -VariableMetric: Iteration # 118 - FCN = 297319.9280087 Edm = 0.00466249 NCalls = 377 -VariableMetric: Iteration # 119 - FCN = 297319.9241884 Edm = 0.000282487 NCalls = 379 -VariableMetric: Iteration # 120 - FCN = 297319.9239454 Edm = 2.18716e-05 NCalls = 381 -VariableMetric: After Hessian - FCN = 297319.9239454 Edm = 0.259112 NCalls = 854 -VariableMetric: Iteration # 121 - FCN = 297319.9239454 Edm = 0.259112 NCalls = 854 -VariableMetric: Iteration # 122 - FCN = 297319.5863386 Edm = 0.0941777 NCalls = 857 -VariableMetric: Iteration # 123 - FCN = 297319.4894781 Edm = 0.022856 NCalls = 859 -VariableMetric: Iteration # 124 - FCN = 297319.4816523 Edm = 0.0102851 NCalls = 861 -VariableMetric: Iteration # 125 - FCN = 297319.460225 Edm = 0.0272213 NCalls = 863 -VariableMetric: Iteration # 126 - FCN = 297319.2150175 Edm = 1.91933 NCalls = 869 -VariableMetric: Iteration # 127 - FCN = 297319.2133827 Edm = 0.00377947 NCalls = 871 -VariableMetric: Iteration # 128 - FCN = 297319.1854793 Edm = 0.0321349 NCalls = 875 -VariableMetric: Iteration # 129 - FCN = 297317.5379089 Edm = 0.722435 NCalls = 882 -VariableMetric: Iteration # 130 - FCN = 297317.1496502 Edm = 0.613929 NCalls = 884 -VariableMetric: Iteration # 131 - FCN = 297316.9839057 Edm = 0.306076 NCalls = 886 -VariableMetric: Iteration # 132 - FCN = 297316.800008 Edm = 0.0298367 NCalls = 888 -VariableMetric: Iteration # 133 - FCN = 297316.7839483 Edm = 0.00929297 NCalls = 890 -VariableMetric: Iteration # 134 - FCN = 297316.7763816 Edm = 0.000736251 NCalls = 892 -VariableMetric: Iteration # 135 - FCN = 297316.7756477 Edm = 3.82363e-05 NCalls = 893 -VariableMetric: After Hessian - FCN = 297316.7756477 Edm = 5.35307e-05 NCalls = 1374 -VariableMetric: Iteration # 136 - FCN = 297316.7756477 Edm = 5.35307e-05 NCalls = 1374 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 303933.6000233 Edm = 18.6376 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 303933.6000233 Edm = 18.6376 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 298109.4468179 Edm = 3.51837 NCalls = 11 -VariableMetric: Iteration # 2 - FCN = 298099.7537022 Edm = 3.66033 NCalls = 13 -VariableMetric: Iteration # 3 - FCN = 298087.6645319 Edm = 10.211 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 297627.2826994 Edm = 5.39869 NCalls = 20 -VariableMetric: Iteration # 5 - FCN = 297618.2941404 Edm = 1.72941 NCalls = 22 -VariableMetric: Iteration # 6 - FCN = 297615.9092115 Edm = 0.208262 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 297611.8314948 Edm = 3.28685 NCalls = 28 -VariableMetric: Iteration # 8 - FCN = 297549.9943806 Edm = 4.47985 NCalls = 32 -VariableMetric: Iteration # 9 - FCN = 297544.372702 Edm = 0.0246587 NCalls = 34 -VariableMetric: Iteration # 10 - FCN = 297544.2489112 Edm = 0.100329 NCalls = 36 -VariableMetric: Iteration # 11 - FCN = 297541.0723911 Edm = 2.96082 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297439.2997007 Edm = 11.4145 NCalls = 47 -VariableMetric: Iteration # 13 - FCN = 297429.6974204 Edm = 0.205759 NCalls = 49 -VariableMetric: Iteration # 14 - FCN = 297429.5015292 Edm = 0.0110316 NCalls = 50 -VariableMetric: Iteration # 15 - FCN = 297429.298986 Edm = 0.187562 NCalls = 54 -VariableMetric: Iteration # 16 - FCN = 297415.5854876 Edm = 11.4282 NCalls = 59 -VariableMetric: Iteration # 17 - FCN = 297338.9048239 Edm = 1.88704 NCalls = 62 -VariableMetric: Iteration # 18 - FCN = 297336.5884766 Edm = 0.0223096 NCalls = 64 -VariableMetric: Iteration # 19 - FCN = 297336.5590076 Edm = 0.00494541 NCalls = 66 -VariableMetric: Iteration # 20 - FCN = 297336.5408119 Edm = 0.0113867 NCalls = 68 -VariableMetric: Iteration # 21 - FCN = 297335.7430622 Edm = 0.76644 NCalls = 73 -VariableMetric: Iteration # 22 - FCN = 297298.9388973 Edm = 5.21887 NCalls = 80 -VariableMetric: Iteration # 23 - FCN = 297295.3389141 Edm = 1.69586 NCalls = 82 -VariableMetric: Iteration # 24 - FCN = 297294.5152444 Edm = 0.343376 NCalls = 84 -VariableMetric: Iteration # 25 - FCN = 297293.6702497 Edm = 0.258963 NCalls = 86 -VariableMetric: Iteration # 26 - FCN = 297293.3500645 Edm = 0.0860831 NCalls = 88 -VariableMetric: Iteration # 27 - FCN = 297293.2503068 Edm = 0.0264026 NCalls = 91 -VariableMetric: Iteration # 28 - FCN = 297293.2196383 Edm = 0.00318458 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297293.2137722 Edm = 0.00127564 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297293.2014877 Edm = 0.0159166 NCalls = 98 -VariableMetric: Iteration # 31 - FCN = 297293.1631674 Edm = 0.0343752 NCalls = 103 -VariableMetric: Iteration # 32 - FCN = 297281.7626023 Edm = 1.22674 NCalls = 110 -VariableMetric: Iteration # 33 - FCN = 297277.7074728 Edm = 1.52919 NCalls = 114 -VariableMetric: Iteration # 34 - FCN = 297276.2052514 Edm = 1.8561 NCalls = 117 -VariableMetric: Iteration # 35 - FCN = 297275.3145764 Edm = 0.187813 NCalls = 119 -VariableMetric: Iteration # 36 - FCN = 297275.158248 Edm = 0.0736927 NCalls = 121 -VariableMetric: Iteration # 37 - FCN = 297275.0654838 Edm = 0.00545386 NCalls = 123 -VariableMetric: Iteration # 38 - FCN = 297275.0581959 Edm = 0.00108821 NCalls = 125 -VariableMetric: Iteration # 39 - FCN = 297275.0548662 Edm = 0.00213488 NCalls = 127 -VariableMetric: Iteration # 40 - FCN = 297275.0381956 Edm = 0.0110238 NCalls = 130 -VariableMetric: Iteration # 41 - FCN = 297274.8245538 Edm = 0.222477 NCalls = 134 -VariableMetric: Iteration # 42 - FCN = 297270.8529136 Edm = 18.168 NCalls = 141 -VariableMetric: Iteration # 43 - FCN = 297270.8228731 Edm = 0.0398583 NCalls = 143 -VariableMetric: Iteration # 44 - FCN = 297270.6622596 Edm = 0.11217 NCalls = 147 -VariableMetric: Iteration # 45 - FCN = 297270.3027393 Edm = 0.104092 NCalls = 149 -VariableMetric: Iteration # 46 - FCN = 297267.8210358 Edm = 1.95119 NCalls = 156 -VariableMetric: Iteration # 47 - FCN = 297264.8179718 Edm = 7.26766 NCalls = 161 -VariableMetric: Iteration # 48 - FCN = 297263.9313625 Edm = 0.497253 NCalls = 164 -VariableMetric: Iteration # 49 - FCN = 297263.3799008 Edm = 0.167865 NCalls = 166 -VariableMetric: Iteration # 50 - FCN = 297262.9698773 Edm = 0.183843 NCalls = 169 -VariableMetric: Iteration # 51 - FCN = 297262.4999793 Edm = 0.327707 NCalls = 171 -VariableMetric: Iteration # 52 - FCN = 297262.3469593 Edm = 0.2103 NCalls = 173 -VariableMetric: Iteration # 53 - FCN = 297262.1261336 Edm = 0.0719387 NCalls = 176 -VariableMetric: Iteration # 54 - FCN = 297262.0446866 Edm = 0.0227293 NCalls = 179 -VariableMetric: Iteration # 55 - FCN = 297262.022195 Edm = 0.00181292 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297262.0196399 Edm = 0.00071619 NCalls = 183 -VariableMetric: Iteration # 57 - FCN = 297262.0139783 Edm = 0.00532102 NCalls = 186 -VariableMetric: Iteration # 58 - FCN = 297261.510087 Edm = 0.467683 NCalls = 193 -VariableMetric: Iteration # 59 - FCN = 297256.2225364 Edm = 1.39692 NCalls = 199 -VariableMetric: Iteration # 60 - FCN = 297255.1005478 Edm = 0.127815 NCalls = 201 -VariableMetric: Iteration # 61 - FCN = 297254.9239217 Edm = 0.00759496 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297254.9169072 Edm = 0.00257734 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297254.915634 Edm = 0.000594567 NCalls = 207 -VariableMetric: Iteration # 64 - FCN = 297254.9150663 Edm = 0.000533925 NCalls = 209 -VariableMetric: Iteration # 65 - FCN = 297254.9064256 Edm = 0.00834388 NCalls = 213 -VariableMetric: Iteration # 66 - FCN = 297254.1410551 Edm = 0.587283 NCalls = 218 -VariableMetric: Iteration # 67 - FCN = 297250.1263117 Edm = 0.797007 NCalls = 221 -VariableMetric: Iteration # 68 - FCN = 297248.88198 Edm = 0.485338 NCalls = 223 -VariableMetric: Iteration # 69 - FCN = 297248.3563744 Edm = 0.205201 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297248.1482491 Edm = 0.146627 NCalls = 228 -VariableMetric: Iteration # 71 - FCN = 297248.0409485 Edm = 0.0252258 NCalls = 230 -VariableMetric: Iteration # 72 - FCN = 297247.9954248 Edm = 0.00361483 NCalls = 232 -VariableMetric: Iteration # 73 - FCN = 297247.989864 Edm = 0.000919865 NCalls = 234 -VariableMetric: Iteration # 74 - FCN = 297247.9882776 Edm = 0.000648313 NCalls = 236 -VariableMetric: Iteration # 75 - FCN = 297247.9818472 Edm = 0.00539189 NCalls = 239 -VariableMetric: Iteration # 76 - FCN = 297247.6750319 Edm = 0.306619 NCalls = 244 -VariableMetric: Iteration # 77 - FCN = 297244.2050244 Edm = 2.4803 NCalls = 248 -VariableMetric: Iteration # 78 - FCN = 297241.3245356 Edm = 1.53428 NCalls = 250 -VariableMetric: Iteration # 79 - FCN = 297240.5765924 Edm = 0.458297 NCalls = 252 -VariableMetric: Iteration # 80 - FCN = 297239.9259793 Edm = 0.130711 NCalls = 254 -VariableMetric: Iteration # 81 - FCN = 297239.8323688 Edm = 0.041904 NCalls = 256 -VariableMetric: Iteration # 82 - FCN = 297239.7912441 Edm = 0.0089374 NCalls = 258 -VariableMetric: Iteration # 83 - FCN = 297239.7775276 Edm = 0.000567473 NCalls = 260 -VariableMetric: Iteration # 84 - FCN = 297239.7768381 Edm = 0.000198465 NCalls = 262 -VariableMetric: Iteration # 85 - FCN = 297239.7748937 Edm = 0.00184362 NCalls = 265 -VariableMetric: Iteration # 86 - FCN = 297239.6155488 Edm = 0.101452 NCalls = 272 -VariableMetric: Iteration # 87 - FCN = 297238.3499479 Edm = 0.50765 NCalls = 276 -VariableMetric: Iteration # 88 - FCN = 297237.7306861 Edm = 0.0749284 NCalls = 278 -VariableMetric: Iteration # 89 - FCN = 297237.6614419 Edm = 0.00286927 NCalls = 280 -VariableMetric: Iteration # 90 - FCN = 297237.6579612 Edm = 0.000163068 NCalls = 282 -VariableMetric: Iteration # 91 - FCN = 297237.6577322 Edm = 6.19347e-05 NCalls = 284 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 313582.1317102 Edm = 31.7678 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 313582.1317102 Edm = 31.7678 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310783.048454 Edm = 685.428 NCalls = 6 -VariableMetric: Iteration # 2 - FCN = 310450.3083346 Edm = 188.169 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 299237.8944043 Edm = 10.7119 NCalls = 16 -VariableMetric: Iteration # 4 - FCN = 299199.3379971 Edm = 1.71566 NCalls = 18 -VariableMetric: Iteration # 5 - FCN = 299182.0831698 Edm = 4.07284 NCalls = 21 -VariableMetric: Iteration # 6 - FCN = 299156.1233873 Edm = 21.905 NCalls = 24 -VariableMetric: Iteration # 7 - FCN = 298237.4261146 Edm = 209.546 NCalls = 33 -VariableMetric: Iteration # 8 - FCN = 298196.6916656 Edm = 293.61 NCalls = 35 -VariableMetric: Iteration # 9 - FCN = 298027.1459943 Edm = 197.022 NCalls = 37 -VariableMetric: Iteration # 10 - FCN = 297542.4000756 Edm = 6.22016 NCalls = 40 -VariableMetric: Iteration # 11 - FCN = 297533.5867872 Edm = 2.99597 NCalls = 42 -VariableMetric: Iteration # 12 - FCN = 297531.5060275 Edm = 0.285919 NCalls = 44 -VariableMetric: Iteration # 13 - FCN = 297528.8435979 Edm = 1.48517 NCalls = 48 -VariableMetric: Iteration # 14 - FCN = 297523.3772134 Edm = 0.806103 NCalls = 53 -VariableMetric: Iteration # 15 - FCN = 297522.9009044 Edm = 0.371204 NCalls = 55 -VariableMetric: Iteration # 16 - FCN = 297521.342345 Edm = 0.643776 NCalls = 60 -VariableMetric: Iteration # 17 - FCN = 297520.3752395 Edm = 2.38664 NCalls = 63 -VariableMetric: Iteration # 18 - FCN = 297518.5374922 Edm = 0.134283 NCalls = 66 -VariableMetric: Iteration # 19 - FCN = 297518.3734613 Edm = 0.155958 NCalls = 68 -VariableMetric: Iteration # 20 - FCN = 297517.9048487 Edm = 0.449917 NCalls = 71 -VariableMetric: Iteration # 21 - FCN = 297501.3883438 Edm = 23.2418 NCalls = 79 -VariableMetric: Iteration # 22 - FCN = 297497.2318174 Edm = 2.92205 NCalls = 85 -VariableMetric: Iteration # 23 - FCN = 297493.0843708 Edm = 0.141037 NCalls = 87 -VariableMetric: Iteration # 24 - FCN = 297491.7564633 Edm = 0.191203 NCalls = 91 -VariableMetric: Iteration # 25 - FCN = 297491.489617 Edm = 0.0303826 NCalls = 93 -VariableMetric: Iteration # 26 - FCN = 297491.412055 Edm = 0.0745493 NCalls = 95 -VariableMetric: Iteration # 27 - FCN = 297491.0902085 Edm = 0.229255 NCalls = 98 -VariableMetric: Iteration # 28 - FCN = 297489.4751143 Edm = 1.84949 NCalls = 102 -VariableMetric: Iteration # 29 - FCN = 297450.4945725 Edm = 26.6812 NCalls = 110 -VariableMetric: Iteration # 30 - FCN = 297384.8281295 Edm = 6.72297 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297377.2591641 Edm = 8.10353 NCalls = 117 -VariableMetric: Iteration # 32 - FCN = 297374.3653299 Edm = 1.15203 NCalls = 119 -VariableMetric: Iteration # 33 - FCN = 297373.4857696 Edm = 0.429532 NCalls = 121 -VariableMetric: Iteration # 34 - FCN = 297373.0779354 Edm = 0.0221697 NCalls = 123 -VariableMetric: Iteration # 35 - FCN = 297372.9607449 Edm = 0.0939645 NCalls = 125 -VariableMetric: Iteration # 36 - FCN = 297372.3952111 Edm = 0.722497 NCalls = 129 -VariableMetric: Iteration # 37 - FCN = 297372.2218723 Edm = 0.152382 NCalls = 132 -VariableMetric: Iteration # 38 - FCN = 297370.723105 Edm = 0.970305 NCalls = 137 -VariableMetric: Iteration # 39 - FCN = 297359.5626157 Edm = 0.583068 NCalls = 142 -VariableMetric: Iteration # 40 - FCN = 297359.0460907 Edm = 0.0608438 NCalls = 144 -VariableMetric: Iteration # 41 - FCN = 297359.0167221 Edm = 0.0131632 NCalls = 146 -VariableMetric: Iteration # 42 - FCN = 297358.977456 Edm = 0.0199723 NCalls = 148 -VariableMetric: Iteration # 43 - FCN = 297358.7216231 Edm = 0.189373 NCalls = 151 -VariableMetric: Iteration # 44 - FCN = 297344.4974203 Edm = 8.95918 NCalls = 157 -VariableMetric: Iteration # 45 - FCN = 297326.898684 Edm = 11.3776 NCalls = 160 -VariableMetric: Iteration # 46 - FCN = 297320.0681154 Edm = 1.88021 NCalls = 163 -VariableMetric: Iteration # 47 - FCN = 297318.8135996 Edm = 0.361623 NCalls = 165 -VariableMetric: Iteration # 48 - FCN = 297318.5096041 Edm = 0.0417688 NCalls = 167 -VariableMetric: Iteration # 49 - FCN = 297318.4198974 Edm = 0.028394 NCalls = 169 -VariableMetric: Iteration # 50 - FCN = 297318.378976 Edm = 0.0124286 NCalls = 171 -VariableMetric: Iteration # 51 - FCN = 297318.3211557 Edm = 0.0380643 NCalls = 173 -VariableMetric: Iteration # 52 - FCN = 297317.8851767 Edm = 0.447402 NCalls = 177 -VariableMetric: Iteration # 53 - FCN = 297316.0986489 Edm = 0.66163 NCalls = 183 -VariableMetric: Iteration # 54 - FCN = 297314.7921371 Edm = 1.36511 NCalls = 185 -VariableMetric: Iteration # 55 - FCN = 297312.9820186 Edm = 1.54666 NCalls = 188 -VariableMetric: Iteration # 56 - FCN = 297307.1938099 Edm = 2.41394 NCalls = 193 -VariableMetric: Iteration # 57 - FCN = 297305.4508966 Edm = 1.21716 NCalls = 195 -VariableMetric: Iteration # 58 - FCN = 297304.7779523 Edm = 0.04656 NCalls = 197 -VariableMetric: Iteration # 59 - FCN = 297304.7359837 Edm = 0.00744357 NCalls = 198 -VariableMetric: Iteration # 60 - FCN = 297304.7267822 Edm = 0.00609374 NCalls = 200 -VariableMetric: Iteration # 61 - FCN = 297304.6960507 Edm = 0.0193613 NCalls = 203 -VariableMetric: Iteration # 62 - FCN = 297304.6513246 Edm = 0.0301938 NCalls = 205 -VariableMetric: Iteration # 63 - FCN = 297304.3125912 Edm = 0.261435 NCalls = 209 -VariableMetric: Iteration # 64 - FCN = 297296.5767807 Edm = 2.0663 NCalls = 213 -VariableMetric: Iteration # 65 - FCN = 297294.5080092 Edm = 0.221999 NCalls = 214 -VariableMetric: Iteration # 66 - FCN = 297294.1229493 Edm = 0.0833437 NCalls = 217 -VariableMetric: Iteration # 67 - FCN = 297294.0187594 Edm = 0.0167118 NCalls = 220 -VariableMetric: Iteration # 68 - FCN = 297293.9929626 Edm = 0.00870145 NCalls = 222 -VariableMetric: Iteration # 69 - FCN = 297293.9763311 Edm = 0.00830395 NCalls = 225 -VariableMetric: Iteration # 70 - FCN = 297293.9588246 Edm = 0.00514928 NCalls = 227 -VariableMetric: Iteration # 71 - FCN = 297293.905473 Edm = 0.035765 NCalls = 231 -VariableMetric: Iteration # 72 - FCN = 297293.5715703 Edm = 0.321596 NCalls = 235 -VariableMetric: Iteration # 73 - FCN = 297293.4386267 Edm = 0.242141 NCalls = 238 -VariableMetric: Iteration # 74 - FCN = 297293.193867 Edm = 0.340206 NCalls = 241 -VariableMetric: Iteration # 75 - FCN = 297291.979161 Edm = 0.623314 NCalls = 245 -VariableMetric: Iteration # 76 - FCN = 297290.9010853 Edm = 0.306596 NCalls = 248 -VariableMetric: Iteration # 77 - FCN = 297288.9349339 Edm = 0.88937 NCalls = 251 -VariableMetric: Iteration # 78 - FCN = 297287.5960391 Edm = 0.316254 NCalls = 254 -VariableMetric: Iteration # 79 - FCN = 297287.3305019 Edm = 0.0193733 NCalls = 255 -VariableMetric: Iteration # 80 - FCN = 297287.3118451 Edm = 0.00518865 NCalls = 256 -VariableMetric: Iteration # 81 - FCN = 297287.3048833 Edm = 0.00121399 NCalls = 258 -VariableMetric: Iteration # 82 - FCN = 297287.3011564 Edm = 0.00155829 NCalls = 260 -VariableMetric: Iteration # 83 - FCN = 297287.279902 Edm = 0.0157711 NCalls = 263 -VariableMetric: Iteration # 84 - FCN = 297286.7266855 Edm = 0.22685 NCalls = 269 -VariableMetric: Iteration # 85 - FCN = 297285.8944091 Edm = 0.826735 NCalls = 271 -VariableMetric: Iteration # 86 - FCN = 297285.2027379 Edm = 0.964699 NCalls = 274 -VariableMetric: Iteration # 87 - FCN = 297284.2668303 Edm = 2.10636 NCalls = 277 -VariableMetric: Iteration # 88 - FCN = 297272.4377696 Edm = 4.97715 NCalls = 283 -VariableMetric: Iteration # 89 - FCN = 297266.680035 Edm = 9.62936 NCalls = 285 -VariableMetric: Iteration # 90 - FCN = 297262.94535 Edm = 1.21181 NCalls = 289 -VariableMetric: Iteration # 91 - FCN = 297261.0595242 Edm = 0.578827 NCalls = 291 -VariableMetric: Iteration # 92 - FCN = 297259.7544656 Edm = 0.618489 NCalls = 293 -VariableMetric: Iteration # 93 - FCN = 297259.1962059 Edm = 0.275738 NCalls = 294 -VariableMetric: Iteration # 94 - FCN = 297258.8262215 Edm = 0.186407 NCalls = 297 -VariableMetric: Iteration # 95 - FCN = 297258.5167365 Edm = 0.124167 NCalls = 299 -VariableMetric: Iteration # 96 - FCN = 297258.2922623 Edm = 0.19022 NCalls = 302 -VariableMetric: Iteration # 97 - FCN = 297258.1741698 Edm = 0.12516 NCalls = 305 -VariableMetric: Iteration # 98 - FCN = 297258.0649005 Edm = 0.0780032 NCalls = 308 -VariableMetric: Iteration # 99 - FCN = 297257.9861155 Edm = 0.0101563 NCalls = 310 -VariableMetric: Iteration # 100 - FCN = 297257.9703677 Edm = 0.00461026 NCalls = 312 -VariableMetric: Iteration # 101 - FCN = 297257.9614198 Edm = 0.00687107 NCalls = 315 -VariableMetric: Iteration # 102 - FCN = 297257.9460957 Edm = 0.00855354 NCalls = 318 -VariableMetric: Iteration # 103 - FCN = 297257.8481161 Edm = 0.0687086 NCalls = 324 -VariableMetric: Iteration # 104 - FCN = 297257.795412 Edm = 0.0767714 NCalls = 327 -VariableMetric: Iteration # 105 - FCN = 297257.7557279 Edm = 0.0424497 NCalls = 331 -VariableMetric: Iteration # 106 - FCN = 297257.6765587 Edm = 0.0166689 NCalls = 335 -VariableMetric: Iteration # 107 - FCN = 297257.6256695 Edm = 0.0365582 NCalls = 337 -VariableMetric: Iteration # 108 - FCN = 297256.031594 Edm = 1.55627 NCalls = 342 -VariableMetric: Iteration # 109 - FCN = 297250.8801413 Edm = 8.31196 NCalls = 346 -VariableMetric: Iteration # 110 - FCN = 297249.0568608 Edm = 2.00813 NCalls = 348 -VariableMetric: Iteration # 111 - FCN = 297244.8193938 Edm = 2.40993 NCalls = 351 -VariableMetric: Iteration # 112 - FCN = 297229.0328919 Edm = 12.8892 NCalls = 355 -VariableMetric: Iteration # 113 - FCN = 297215.426012 Edm = 62.7987 NCalls = 359 -VariableMetric: Iteration # 114 - FCN = 297207.3559392 Edm = 15.6526 NCalls = 362 -VariableMetric: Iteration # 115 - FCN = 297191.9984316 Edm = 3.84581 NCalls = 366 -VariableMetric: Iteration # 116 - FCN = 297190.8118541 Edm = 1.10233 NCalls = 368 -VariableMetric: Iteration # 117 - FCN = 297189.810421 Edm = 0.297344 NCalls = 369 -VariableMetric: Iteration # 118 - FCN = 297189.4854191 Edm = 0.224247 NCalls = 371 -VariableMetric: Iteration # 119 - FCN = 297188.3411955 Edm = 0.368947 NCalls = 374 -VariableMetric: Iteration # 120 - FCN = 297187.7479662 Edm = 0.128952 NCalls = 377 -VariableMetric: Iteration # 121 - FCN = 297187.5817297 Edm = 0.0621185 NCalls = 379 -VariableMetric: Iteration # 122 - FCN = 297187.5011144 Edm = 0.019974 NCalls = 382 -VariableMetric: Iteration # 123 - FCN = 297187.4745112 Edm = 0.0101341 NCalls = 384 -VariableMetric: Iteration # 124 - FCN = 297187.4359381 Edm = 0.016992 NCalls = 388 -VariableMetric: Iteration # 125 - FCN = 297187.4123372 Edm = 0.00707052 NCalls = 390 -VariableMetric: Iteration # 126 - FCN = 297187.4008541 Edm = 0.00447563 NCalls = 393 -VariableMetric: Iteration # 127 - FCN = 297187.3899711 Edm = 0.00289053 NCalls = 397 -VariableMetric: Iteration # 128 - FCN = 297187.3872079 Edm = 0.00216437 NCalls = 400 -VariableMetric: Iteration # 129 - FCN = 297187.3849245 Edm = 0.00105993 NCalls = 402 -VariableMetric: Iteration # 130 - FCN = 297187.3809487 Edm = 0.00277197 NCalls = 406 -VariableMetric: Iteration # 131 - FCN = 297187.3692192 Edm = 0.0124334 NCalls = 411 -VariableMetric: Iteration # 132 - FCN = 297187.3657455 Edm = 0.0128418 NCalls = 413 -VariableMetric: Iteration # 133 - FCN = 297187.3525571 Edm = 0.0110972 NCalls = 415 -VariableMetric: Iteration # 134 - FCN = 297187.3368862 Edm = 0.00819741 NCalls = 417 -VariableMetric: Iteration # 135 - FCN = 297187.3161246 Edm = 0.0485398 NCalls = 422 -VariableMetric: Iteration # 136 - FCN = 297187.2691721 Edm = 0.0434729 NCalls = 425 -VariableMetric: Iteration # 137 - FCN = 297187.2552824 Edm = 0.0144776 NCalls = 428 -VariableMetric: Iteration # 138 - FCN = 297187.2174509 Edm = 0.0151257 NCalls = 432 -VariableMetric: Iteration # 139 - FCN = 297187.192129 Edm = 0.0313052 NCalls = 435 -VariableMetric: Iteration # 140 - FCN = 297187.1713265 Edm = 0.0144901 NCalls = 437 -VariableMetric: Iteration # 141 - FCN = 297187.1405936 Edm = 0.0183693 NCalls = 439 -VariableMetric: Iteration # 142 - FCN = 297187.1248089 Edm = 0.00630545 NCalls = 441 -VariableMetric: Iteration # 143 - FCN = 297187.1113472 Edm = 0.0070504 NCalls = 444 -VariableMetric: Iteration # 144 - FCN = 297187.0862764 Edm = 0.00766167 NCalls = 446 -VariableMetric: Iteration # 145 - FCN = 297187.0747839 Edm = 0.00701461 NCalls = 449 -VariableMetric: Iteration # 146 - FCN = 297187.0686312 Edm = 0.00495043 NCalls = 451 -VariableMetric: Iteration # 147 - FCN = 297187.043174 Edm = 0.0174613 NCalls = 455 -VariableMetric: Iteration # 148 - FCN = 297186.9928657 Edm = 0.0554325 NCalls = 459 -VariableMetric: Iteration # 149 - FCN = 297186.9610727 Edm = 0.0579376 NCalls = 464 -VariableMetric: Iteration # 150 - FCN = 297186.8543773 Edm = 0.15176 NCalls = 468 -VariableMetric: Iteration # 151 - FCN = 297186.7504887 Edm = 0.10427 NCalls = 471 -VariableMetric: Iteration # 152 - FCN = 297186.3354423 Edm = 0.37193 NCalls = 477 -VariableMetric: Iteration # 153 - FCN = 297186.3282398 Edm = 0.0128305 NCalls = 479 -VariableMetric: Iteration # 154 - FCN = 297186.2570884 Edm = 0.0739189 NCalls = 482 -VariableMetric: Iteration # 155 - FCN = 297185.7857912 Edm = 0.466678 NCalls = 487 -VariableMetric: Iteration # 156 - FCN = 297185.6322061 Edm = 0.128603 NCalls = 491 -VariableMetric: Iteration # 157 - FCN = 297184.6953521 Edm = 1.87511 NCalls = 495 -VariableMetric: Iteration # 158 - FCN = 297183.0067496 Edm = 3.54237 NCalls = 499 -VariableMetric: Iteration # 159 - FCN = 297181.9869996 Edm = 1.63781 NCalls = 503 -VariableMetric: Iteration # 160 - FCN = 297179.9163031 Edm = 0.659632 NCalls = 507 -VariableMetric: Iteration # 161 - FCN = 297179.0194617 Edm = 0.0685492 NCalls = 509 -VariableMetric: Iteration # 162 - FCN = 297178.9812012 Edm = 0.0135507 NCalls = 511 -VariableMetric: Iteration # 163 - FCN = 297178.9701606 Edm = 0.0020553 NCalls = 512 -VariableMetric: Iteration # 164 - FCN = 297178.9659217 Edm = 0.00317858 NCalls = 514 -VariableMetric: Iteration # 165 - FCN = 297178.9418979 Edm = 0.0213894 NCalls = 519 -VariableMetric: Iteration # 166 - FCN = 297178.9378369 Edm = 0.00899064 NCalls = 522 -VariableMetric: Iteration # 167 - FCN = 297178.8706348 Edm = 0.0927318 NCalls = 528 -VariableMetric: Iteration # 168 - FCN = 297178.8532427 Edm = 0.0375653 NCalls = 531 -VariableMetric: Iteration # 169 - FCN = 297178.8419697 Edm = 0.0130463 NCalls = 535 -VariableMetric: Iteration # 170 - FCN = 297178.7346491 Edm = 0.118265 NCalls = 542 -VariableMetric: Iteration # 171 - FCN = 297178.6748134 Edm = 0.0357109 NCalls = 548 -VariableMetric: Iteration # 172 - FCN = 297178.63888 Edm = 0.0517419 NCalls = 550 -VariableMetric: Iteration # 173 - FCN = 297178.6153527 Edm = 0.00676538 NCalls = 552 -VariableMetric: Iteration # 174 - FCN = 297178.6078424 Edm = 0.00117576 NCalls = 554 -VariableMetric: Iteration # 175 - FCN = 297178.6047172 Edm = 0.00116012 NCalls = 556 -VariableMetric: Iteration # 176 - FCN = 297178.6004866 Edm = 0.00140493 NCalls = 558 -VariableMetric: Iteration # 177 - FCN = 297178.598395 Edm = 0.000170037 NCalls = 560 -VariableMetric: Iteration # 178 - FCN = 297178.5979229 Edm = 0.000315679 NCalls = 562 -VariableMetric: Iteration # 179 - FCN = 297178.57934 Edm = 0.0182128 NCalls = 568 -VariableMetric: Iteration # 180 - FCN = 297178.4719042 Edm = 0.059691 NCalls = 573 -VariableMetric: Iteration # 181 - FCN = 297178.3863981 Edm = 0.0186598 NCalls = 575 -VariableMetric: Iteration # 182 - FCN = 297178.3468954 Edm = 0.012619 NCalls = 578 -VariableMetric: Iteration # 183 - FCN = 297178.3384124 Edm = 0.0126928 NCalls = 580 -VariableMetric: Iteration # 184 - FCN = 297178.3287402 Edm = 0.0020682 NCalls = 582 -VariableMetric: Iteration # 185 - FCN = 297178.3195502 Edm = 0.005438 NCalls = 584 -VariableMetric: Iteration # 186 - FCN = 297178.1796778 Edm = 0.108051 NCalls = 588 -VariableMetric: Iteration # 187 - FCN = 297177.8632064 Edm = 0.379786 NCalls = 590 -VariableMetric: Iteration # 188 - FCN = 297177.2308213 Edm = 0.149035 NCalls = 594 -VariableMetric: Iteration # 189 - FCN = 297176.9572305 Edm = 0.0199993 NCalls = 596 -VariableMetric: Iteration # 190 - FCN = 297176.9343382 Edm = 0.00849185 NCalls = 598 -VariableMetric: Iteration # 191 - FCN = 297176.9193284 Edm = 0.0517463 NCalls = 605 -VariableMetric: Iteration # 192 - FCN = 297176.8808545 Edm = 0.0650377 NCalls = 609 -VariableMetric: Iteration # 193 - FCN = 297176.7709988 Edm = 0.0183501 NCalls = 613 -VariableMetric: Iteration # 194 - FCN = 297176.766545 Edm = 0.00553414 NCalls = 615 -VariableMetric: Iteration # 195 - FCN = 297176.7629672 Edm = 6.24214e-05 NCalls = 616 -VariableMetric: Iteration # 196 - FCN = 297176.7628758 Edm = 2.44383e-05 NCalls = 618 -VariableMetric: After Hessian - FCN = 297176.7628758 Edm = 1.07374 NCalls = 1097 -VariableMetric: Iteration # 197 - FCN = 297176.7628758 Edm = 1.07374 NCalls = 1097 -VariableMetric: Iteration # 198 - FCN = 297175.5716682 Edm = 2.42959 NCalls = 1100 -VariableMetric: Iteration # 199 - FCN = 297175.5019585 Edm = 0.0658389 NCalls = 1103 -VariableMetric: Iteration # 200 - FCN = 297175.4017708 Edm = 0.0967313 NCalls = 1105 -VariableMetric: Iteration # 201 - FCN = 297175.3558744 Edm = 0.070229 NCalls = 1111 -VariableMetric: Iteration # 202 - FCN = 297175.3259565 Edm = 0.139646 NCalls = 1113 -VariableMetric: Iteration # 203 - FCN = 297175.2392326 Edm = 0.209636 NCalls = 1116 -VariableMetric: Iteration # 204 - FCN = 297175.1651229 Edm = 0.134764 NCalls = 1118 -VariableMetric: Iteration # 205 - FCN = 297175.1091046 Edm = 0.146554 NCalls = 1121 -VariableMetric: Iteration # 206 - FCN = 297175.014285 Edm = 0.0940211 NCalls = 1124 -VariableMetric: Iteration # 207 - FCN = 297174.9487203 Edm = 0.0787343 NCalls = 1126 -VariableMetric: Iteration # 208 - FCN = 297174.9130231 Edm = 0.0264758 NCalls = 1129 -VariableMetric: Iteration # 209 - FCN = 297174.8980652 Edm = 0.0228705 NCalls = 1132 -VariableMetric: Iteration # 210 - FCN = 297174.8791218 Edm = 0.00318672 NCalls = 1135 -VariableMetric: Iteration # 211 - FCN = 297174.8714439 Edm = 0.00461579 NCalls = 1138 -VariableMetric: Iteration # 212 - FCN = 297174.8559172 Edm = 0.00941718 NCalls = 1142 -VariableMetric: Iteration # 213 - FCN = 297174.8341341 Edm = 0.0192477 NCalls = 1147 -VariableMetric: Iteration # 214 - FCN = 297174.8082176 Edm = 0.0129796 NCalls = 1149 -VariableMetric: Iteration # 215 - FCN = 297174.7843955 Edm = 0.0354527 NCalls = 1153 -VariableMetric: Iteration # 216 - FCN = 297174.7652021 Edm = 0.0176294 NCalls = 1158 -VariableMetric: Iteration # 217 - FCN = 297174.7471773 Edm = 0.0115526 NCalls = 1161 -VariableMetric: Iteration # 218 - FCN = 297174.720428 Edm = 0.0154093 NCalls = 1164 -VariableMetric: Iteration # 219 - FCN = 297174.7093055 Edm = 0.0117202 NCalls = 1166 -VariableMetric: Iteration # 220 - FCN = 297174.6959868 Edm = 0.0162398 NCalls = 1169 -VariableMetric: Iteration # 221 - FCN = 297174.6804319 Edm = 0.012902 NCalls = 1171 -VariableMetric: Iteration # 222 - FCN = 297174.6645835 Edm = 0.0150084 NCalls = 1174 -VariableMetric: Iteration # 223 - FCN = 297174.652756 Edm = 0.00630424 NCalls = 1177 -VariableMetric: Iteration # 224 - FCN = 297174.6448264 Edm = 0.00379642 NCalls = 1179 -VariableMetric: Iteration # 225 - FCN = 297174.6414028 Edm = 0.000877969 NCalls = 1182 -VariableMetric: Iteration # 226 - FCN = 297174.6401085 Edm = 0.000926568 NCalls = 1184 -VariableMetric: Iteration # 227 - FCN = 297174.6386277 Edm = 0.00139841 NCalls = 1186 -VariableMetric: Iteration # 228 - FCN = 297174.634441 Edm = 0.00216745 NCalls = 1189 -VariableMetric: Iteration # 229 - FCN = 297174.6326365 Edm = 0.000992451 NCalls = 1190 -VariableMetric: Iteration # 230 - FCN = 297174.6316194 Edm = 0.000349286 NCalls = 1192 -VariableMetric: Iteration # 231 - FCN = 297174.6305199 Edm = 0.000640478 NCalls = 1194 -VariableMetric: Iteration # 232 - FCN = 297174.628911 Edm = 0.000761278 NCalls = 1196 -VariableMetric: Iteration # 233 - FCN = 297174.6279296 Edm = 0.000512952 NCalls = 1199 -VariableMetric: Iteration # 234 - FCN = 297174.6274042 Edm = 0.000180483 NCalls = 1201 -VariableMetric: Iteration # 235 - FCN = 297174.6271663 Edm = 7.17059e-05 NCalls = 1204 -VariableMetric: Iteration # 236 - FCN = 297174.6270822 Edm = 2.67823e-05 NCalls = 1206 -VariableMetric: After Hessian - FCN = 297174.6270822 Edm = 0.00317738 NCalls = 1689 -VariableMetric: Iteration # 237 - FCN = 297174.6270822 Edm = 0.00317738 NCalls = 1689 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 302789.9681743 Edm = 4.88982 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 302789.9681743 Edm = 4.88982 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 302617.065811 Edm = 0.753114 NCalls = 7 -VariableMetric: Iteration # 2 - FCN = 302598.4778513 Edm = 9.73343 NCalls = 12 -VariableMetric: Iteration # 3 - FCN = 299224.685024 Edm = 10.3835 NCalls = 21 -VariableMetric: Iteration # 4 - FCN = 299210.5950592 Edm = 24.9555 NCalls = 23 -VariableMetric: Iteration # 5 - FCN = 298726.9496841 Edm = 230.53 NCalls = 29 -VariableMetric: Iteration # 6 - FCN = 298673.3623223 Edm = 154.236 NCalls = 31 -VariableMetric: Iteration # 7 - FCN = 298541.5978023 Edm = 0.597333 NCalls = 34 -VariableMetric: Iteration # 8 - FCN = 298540.1711675 Edm = 2.58193 NCalls = 36 -VariableMetric: Iteration # 9 - FCN = 298520.122953 Edm = 20.1049 NCalls = 40 -VariableMetric: Iteration # 10 - FCN = 298407.3087637 Edm = 158.378 NCalls = 48 -VariableMetric: Iteration # 11 - FCN = 298379.9045553 Edm = 18.0067 NCalls = 53 -VariableMetric: Iteration # 12 - FCN = 298296.7151116 Edm = 281.299 NCalls = 57 -VariableMetric: Iteration # 13 - FCN = 297593.1412956 Edm = 3.28527 NCalls = 63 -VariableMetric: Iteration # 14 - FCN = 297587.4743126 Edm = 7.32716 NCalls = 65 -VariableMetric: Iteration # 15 - FCN = 297489.5953836 Edm = 32.2083 NCalls = 69 -VariableMetric: Iteration # 16 - FCN = 297452.5410428 Edm = 12.7903 NCalls = 71 -VariableMetric: Iteration # 17 - FCN = 297443.3264833 Edm = 1.14545 NCalls = 73 -VariableMetric: Iteration # 18 - FCN = 297441.1644577 Edm = 0.0238797 NCalls = 75 -VariableMetric: Iteration # 19 - FCN = 297441.1171559 Edm = 0.0305522 NCalls = 77 -VariableMetric: Iteration # 20 - FCN = 297438.8840409 Edm = 2.30892 NCalls = 83 -VariableMetric: Iteration # 21 - FCN = 297437.7697235 Edm = 1.06818 NCalls = 88 -VariableMetric: Iteration # 22 - FCN = 297384.103315 Edm = 2.24452 NCalls = 93 -VariableMetric: Iteration # 23 - FCN = 297381.3792003 Edm = 1.18564 NCalls = 95 -VariableMetric: Iteration # 24 - FCN = 297379.7268611 Edm = 0.192942 NCalls = 98 -VariableMetric: Iteration # 25 - FCN = 297379.4402988 Edm = 0.00771589 NCalls = 100 -VariableMetric: Iteration # 26 - FCN = 297379.4276306 Edm = 0.00832302 NCalls = 102 -VariableMetric: Iteration # 27 - FCN = 297378.9587122 Edm = 0.440913 NCalls = 107 -VariableMetric: Iteration # 28 - FCN = 297364.3778047 Edm = 0.82812 NCalls = 112 -VariableMetric: Iteration # 29 - FCN = 297363.629374 Edm = 0.0850995 NCalls = 114 -VariableMetric: Iteration # 30 - FCN = 297363.5438257 Edm = 0.0073178 NCalls = 116 -VariableMetric: Iteration # 31 - FCN = 297363.5014414 Edm = 0.0368 NCalls = 119 -VariableMetric: Iteration # 32 - FCN = 297358.0093864 Edm = 4.80101 NCalls = 127 -VariableMetric: Iteration # 33 - FCN = 297340.4516409 Edm = 4.97179 NCalls = 130 -VariableMetric: Iteration # 34 - FCN = 297336.5230801 Edm = 2.17451 NCalls = 132 -VariableMetric: Iteration # 35 - FCN = 297335.4968584 Edm = 1.06106 NCalls = 134 -VariableMetric: Iteration # 36 - FCN = 297333.6663052 Edm = 0.845306 NCalls = 138 -VariableMetric: Iteration # 37 - FCN = 297332.3452065 Edm = 0.817811 NCalls = 140 -VariableMetric: Iteration # 38 - FCN = 297331.5685992 Edm = 0.399303 NCalls = 143 -VariableMetric: Iteration # 39 - FCN = 297331.0396133 Edm = 0.492408 NCalls = 146 -VariableMetric: Iteration # 40 - FCN = 297330.4667319 Edm = 0.409834 NCalls = 148 -VariableMetric: Iteration # 41 - FCN = 297329.9787308 Edm = 0.0827428 NCalls = 151 -VariableMetric: Iteration # 42 - FCN = 297329.8966007 Edm = 0.0147063 NCalls = 153 -VariableMetric: Iteration # 43 - FCN = 297329.8696524 Edm = 0.0162254 NCalls = 155 -VariableMetric: Iteration # 44 - FCN = 297329.6568322 Edm = 0.184416 NCalls = 159 -VariableMetric: Iteration # 45 - FCN = 297325.8230518 Edm = 4.57131 NCalls = 164 -VariableMetric: Iteration # 46 - FCN = 297322.8785071 Edm = 4.06941 NCalls = 167 -VariableMetric: Iteration # 47 - FCN = 297322.2646994 Edm = 0.426773 NCalls = 171 -VariableMetric: Iteration # 48 - FCN = 297321.2647583 Edm = 0.723045 NCalls = 173 -VariableMetric: Iteration # 49 - FCN = 297320.7509912 Edm = 0.0643115 NCalls = 175 -VariableMetric: Iteration # 50 - FCN = 297320.6555502 Edm = 0.00636613 NCalls = 177 -VariableMetric: Iteration # 51 - FCN = 297320.6495507 Edm = 0.00116614 NCalls = 179 -VariableMetric: Iteration # 52 - FCN = 297320.6478946 Edm = 0.000640723 NCalls = 181 -VariableMetric: Iteration # 53 - FCN = 297320.6411929 Edm = 0.00554117 NCalls = 184 -VariableMetric: Iteration # 54 - FCN = 297320.5799548 Edm = 0.0631876 NCalls = 187 -VariableMetric: Iteration # 55 - FCN = 297319.0733917 Edm = 1.14667 NCalls = 194 -VariableMetric: Iteration # 56 - FCN = 297315.432558 Edm = 0.526639 NCalls = 197 -VariableMetric: Iteration # 57 - FCN = 297315.0396839 Edm = 0.129262 NCalls = 199 -VariableMetric: Iteration # 58 - FCN = 297314.8958753 Edm = 0.0026999 NCalls = 201 -VariableMetric: Iteration # 59 - FCN = 297314.8930434 Edm = 0.000179006 NCalls = 202 -VariableMetric: Iteration # 60 - FCN = 297314.8919696 Edm = 0.000897218 NCalls = 205 -VariableMetric: Iteration # 61 - FCN = 297314.8722036 Edm = 0.0190715 NCalls = 209 -VariableMetric: Iteration # 62 - FCN = 297314.3283881 Edm = 0.403568 NCalls = 216 -VariableMetric: Iteration # 63 - FCN = 297312.6673889 Edm = 0.292709 NCalls = 219 -VariableMetric: Iteration # 64 - FCN = 297312.3584016 Edm = 0.119542 NCalls = 221 -VariableMetric: Iteration # 65 - FCN = 297312.2330957 Edm = 0.00858358 NCalls = 223 -VariableMetric: Iteration # 66 - FCN = 297312.2237398 Edm = 0.00113623 NCalls = 224 -VariableMetric: Iteration # 67 - FCN = 297312.2224418 Edm = 0.000257704 NCalls = 226 -VariableMetric: Iteration # 68 - FCN = 297312.2220806 Edm = 0.000128352 NCalls = 228 -VariableMetric: Iteration # 69 - FCN = 297312.2203691 Edm = 0.00167056 NCalls = 231 -VariableMetric: Iteration # 70 - FCN = 297312.1393419 Edm = 0.0631917 NCalls = 238 -VariableMetric: Iteration # 71 - FCN = 297311.2428136 Edm = 0.389926 NCalls = 241 -VariableMetric: Iteration # 72 - FCN = 297310.2445774 Edm = 0.0563631 NCalls = 244 -VariableMetric: Iteration # 73 - FCN = 297310.1881728 Edm = 0.00111474 NCalls = 245 -VariableMetric: Iteration # 74 - FCN = 297310.1871351 Edm = 9.65158e-05 NCalls = 247 -VariableMetric: Iteration # 75 - FCN = 297310.1870322 Edm = 3.01697e-05 NCalls = 249 -VariableMetric: After Hessian - FCN = 297310.1870322 Edm = 269.472 NCalls = 728 -VariableMetric: Iteration # 76 - FCN = 297310.1870322 Edm = 269.472 NCalls = 728 -VariableMetric: Iteration # 77 - FCN = 297309.3346985 Edm = 6424.46 NCalls = 732 -VariableMetric: Iteration # 78 - FCN = 297306.6946171 Edm = 0.378088 NCalls = 734 -VariableMetric: Iteration # 79 - FCN = 297305.6746181 Edm = 0.357394 NCalls = 737 -VariableMetric: Iteration # 80 - FCN = 297304.4858579 Edm = 0.656222 NCalls = 739 -VariableMetric: Iteration # 81 - FCN = 297303.8867692 Edm = 0.160258 NCalls = 740 -VariableMetric: Iteration # 82 - FCN = 297303.5949478 Edm = 0.147144 NCalls = 742 -VariableMetric: Iteration # 83 - FCN = 297303.292108 Edm = 0.0821995 NCalls = 744 -VariableMetric: Iteration # 84 - FCN = 297302.9174804 Edm = 0.0683968 NCalls = 746 -VariableMetric: Iteration # 85 - FCN = 297302.7996508 Edm = 0.010925 NCalls = 748 -VariableMetric: Iteration # 86 - FCN = 297302.7668273 Edm = 0.00769898 NCalls = 750 -VariableMetric: Iteration # 87 - FCN = 297302.7376631 Edm = 0.00652096 NCalls = 752 -VariableMetric: Iteration # 88 - FCN = 297302.7168658 Edm = 0.00911254 NCalls = 754 -VariableMetric: Iteration # 89 - FCN = 297302.5873148 Edm = 0.162583 NCalls = 761 -VariableMetric: Iteration # 90 - FCN = 297302.0701351 Edm = 5.97301 NCalls = 767 -VariableMetric: Iteration # 91 - FCN = 297302.0583464 Edm = 0.0235522 NCalls = 769 -VariableMetric: Iteration # 92 - FCN = 297301.1305198 Edm = 0.849112 NCalls = 775 -VariableMetric: Iteration # 93 - FCN = 297301.0993961 Edm = 0.0114231 NCalls = 777 -VariableMetric: Iteration # 94 - FCN = 297301.0708106 Edm = 0.0306121 NCalls = 779 -VariableMetric: Iteration # 95 - FCN = 297300.9705902 Edm = 0.0948852 NCalls = 782 -VariableMetric: Iteration # 96 - FCN = 297300.2472608 Edm = 0.536097 NCalls = 786 -VariableMetric: Iteration # 97 - FCN = 297299.6451935 Edm = 1.04363 NCalls = 789 -VariableMetric: Iteration # 98 - FCN = 297298.8884686 Edm = 0.571387 NCalls = 792 -VariableMetric: Iteration # 99 - FCN = 297298.2289994 Edm = 0.790341 NCalls = 794 -VariableMetric: Iteration # 100 - FCN = 297297.7400441 Edm = 0.583954 NCalls = 797 -VariableMetric: Iteration # 101 - FCN = 297296.7458344 Edm = 0.919664 NCalls = 800 -VariableMetric: Iteration # 102 - FCN = 297295.7919567 Edm = 1.03844 NCalls = 804 -VariableMetric: Iteration # 103 - FCN = 297294.4169189 Edm = 1.38069 NCalls = 807 -VariableMetric: Iteration # 104 - FCN = 297292.9107918 Edm = 0.848767 NCalls = 811 -VariableMetric: Iteration # 105 - FCN = 297291.1274414 Edm = 1.02322 NCalls = 814 -VariableMetric: Iteration # 106 - FCN = 297290.2018247 Edm = 0.519798 NCalls = 817 -VariableMetric: Iteration # 107 - FCN = 297289.569244 Edm = 0.545415 NCalls = 819 -VariableMetric: Iteration # 108 - FCN = 297289.2563038 Edm = 0.322184 NCalls = 822 -VariableMetric: Iteration # 109 - FCN = 297289.0255052 Edm = 0.09384 NCalls = 824 -VariableMetric: Iteration # 110 - FCN = 297288.8676533 Edm = 0.0810232 NCalls = 826 -VariableMetric: Iteration # 111 - FCN = 297288.7362815 Edm = 0.0646841 NCalls = 829 -VariableMetric: Iteration # 112 - FCN = 297288.647745 Edm = 0.0289171 NCalls = 831 -VariableMetric: Iteration # 113 - FCN = 297288.6137912 Edm = 0.00792955 NCalls = 833 -VariableMetric: Iteration # 114 - FCN = 297288.5998887 Edm = 0.00453694 NCalls = 835 -VariableMetric: Iteration # 115 - FCN = 297288.5821633 Edm = 0.00677293 NCalls = 837 -VariableMetric: Iteration # 116 - FCN = 297288.5652326 Edm = 0.00642714 NCalls = 839 -VariableMetric: Iteration # 117 - FCN = 297288.5447866 Edm = 0.0053109 NCalls = 841 -VariableMetric: Iteration # 118 - FCN = 297288.522833 Edm = 0.0103279 NCalls = 843 -VariableMetric: Iteration # 119 - FCN = 297288.4974319 Edm = 0.00961025 NCalls = 845 -VariableMetric: Iteration # 120 - FCN = 297288.4806912 Edm = 0.00328261 NCalls = 847 -VariableMetric: Iteration # 121 - FCN = 297288.4691175 Edm = 0.00398251 NCalls = 849 -VariableMetric: Iteration # 122 - FCN = 297288.4618484 Edm = 0.000840995 NCalls = 851 -VariableMetric: Iteration # 123 - FCN = 297288.4601162 Edm = 0.000752345 NCalls = 853 -VariableMetric: Iteration # 124 - FCN = 297288.4564661 Edm = 0.00223444 NCalls = 855 -VariableMetric: Iteration # 125 - FCN = 297288.4514265 Edm = 0.000766268 NCalls = 857 -VariableMetric: Iteration # 126 - FCN = 297288.4500673 Edm = 0.000172785 NCalls = 859 -VariableMetric: Iteration # 127 - FCN = 297288.4494802 Edm = 0.000294649 NCalls = 861 -VariableMetric: Iteration # 128 - FCN = 297288.4484132 Edm = 0.000336893 NCalls = 863 -VariableMetric: Iteration # 129 - FCN = 297288.4475732 Edm = 0.000204463 NCalls = 865 -VariableMetric: Iteration # 130 - FCN = 297288.4471365 Edm = 8.02736e-05 NCalls = 867 -VariableMetric: Iteration # 131 - FCN = 297288.4468689 Edm = 9.86028e-05 NCalls = 869 -VariableMetric: Iteration # 132 - FCN = 297288.4465929 Edm = 1.46673e-05 NCalls = 871 -VariableMetric: After Hessian - FCN = 297288.4465929 Edm = 0.00127055 NCalls = 1362 -VariableMetric: Iteration # 133 - FCN = 297288.4465929 Edm = 0.00127055 NCalls = 1362 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 316425.3573033 Edm = 7107.27 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 316425.3573033 Edm = 7107.27 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 310945.0532798 Edm = 10.8404 NCalls = 4 -VariableMetric: Iteration # 2 - FCN = 310436.3061577 Edm = 243.164 NCalls = 8 -VariableMetric: Iteration # 3 - FCN = 300510.2899995 Edm = 412.614 NCalls = 12 -VariableMetric: Iteration # 4 - FCN = 298785.8567422 Edm = 255.059 NCalls = 14 -VariableMetric: Iteration # 5 - FCN = 298666.2222915 Edm = 28.2545 NCalls = 15 -VariableMetric: Iteration # 6 - FCN = 298439.0255926 Edm = 3.67151 NCalls = 19 -VariableMetric: Iteration # 7 - FCN = 298432.6635039 Edm = 5.48353 NCalls = 21 -VariableMetric: Iteration # 8 - FCN = 298395.8491365 Edm = 44.4814 NCalls = 24 -VariableMetric: Iteration # 9 - FCN = 298286.0824967 Edm = 112.628 NCalls = 28 -VariableMetric: Iteration # 10 - FCN = 298188.6346091 Edm = 94.1903 NCalls = 32 -VariableMetric: Iteration # 11 - FCN = 297772.6793718 Edm = 156.633 NCalls = 36 -VariableMetric: Iteration # 12 - FCN = 297420.5879805 Edm = 106.911 NCalls = 40 -VariableMetric: Iteration # 13 - FCN = 297370.1300279 Edm = 44.3106 NCalls = 42 -VariableMetric: Iteration # 14 - FCN = 297319.5310248 Edm = 6.44972 NCalls = 44 -VariableMetric: Iteration # 15 - FCN = 297306.0425395 Edm = 0.0902762 NCalls = 46 -VariableMetric: Iteration # 16 - FCN = 297305.9461635 Edm = 0.0341734 NCalls = 47 -VariableMetric: Iteration # 17 - FCN = 297303.9924446 Edm = 2.03379 NCalls = 52 -VariableMetric: Iteration # 18 - FCN = 297302.0525911 Edm = 1.86493 NCalls = 57 -VariableMetric: Iteration # 19 - FCN = 297246.945397 Edm = 9.88584 NCalls = 64 -VariableMetric: Iteration # 20 - FCN = 297238.2411113 Edm = 6.15879 NCalls = 66 -VariableMetric: Iteration # 21 - FCN = 297231.9015264 Edm = 5.28128 NCalls = 70 -VariableMetric: Iteration # 22 - FCN = 297224.5297264 Edm = 5.85111 NCalls = 73 -VariableMetric: Iteration # 23 - FCN = 297218.6186706 Edm = 3.92075 NCalls = 75 -VariableMetric: Iteration # 24 - FCN = 297213.355785 Edm = 0.337673 NCalls = 78 -VariableMetric: Iteration # 25 - FCN = 297212.9567096 Edm = 0.0286593 NCalls = 80 -VariableMetric: Iteration # 26 - FCN = 297212.8514755 Edm = 0.0529257 NCalls = 82 -VariableMetric: Iteration # 27 - FCN = 297212.437022 Edm = 0.645757 NCalls = 86 -VariableMetric: Iteration # 28 - FCN = 297198.3139499 Edm = 9.13678 NCalls = 93 -VariableMetric: Iteration # 29 - FCN = 297191.867713 Edm = 16.0264 NCalls = 95 -VariableMetric: Iteration # 30 - FCN = 297181.8983193 Edm = 0.960552 NCalls = 99 -VariableMetric: Iteration # 31 - FCN = 297180.8595039 Edm = 0.121686 NCalls = 100 -VariableMetric: Iteration # 32 - FCN = 297180.7062958 Edm = 0.0796098 NCalls = 102 -VariableMetric: Iteration # 33 - FCN = 297180.5633097 Edm = 0.0229091 NCalls = 104 -VariableMetric: Iteration # 34 - FCN = 297180.4372141 Edm = 0.0268205 NCalls = 106 -VariableMetric: Iteration # 35 - FCN = 297180.3691991 Edm = 0.0238645 NCalls = 108 -VariableMetric: Iteration # 36 - FCN = 297178.3604365 Edm = 1.85993 NCalls = 114 -VariableMetric: Iteration # 37 - FCN = 297162.3100644 Edm = 1.71291 NCalls = 118 -VariableMetric: Iteration # 38 - FCN = 297159.5418185 Edm = 0.305317 NCalls = 120 -VariableMetric: Iteration # 39 - FCN = 297159.174035 Edm = 0.189969 NCalls = 122 -VariableMetric: Iteration # 40 - FCN = 297158.9215294 Edm = 0.0275995 NCalls = 124 -VariableMetric: Iteration # 41 - FCN = 297158.8899735 Edm = 0.00591405 NCalls = 126 -VariableMetric: Iteration # 42 - FCN = 297158.8450006 Edm = 0.0390202 NCalls = 129 -VariableMetric: Iteration # 43 - FCN = 297155.9146856 Edm = 2.27877 NCalls = 134 -VariableMetric: Iteration # 44 - FCN = 297145.5303805 Edm = 3.43634 NCalls = 136 -VariableMetric: Iteration # 45 - FCN = 297142.3828347 Edm = 0.206273 NCalls = 137 -VariableMetric: Iteration # 46 - FCN = 297142.0388874 Edm = 0.222322 NCalls = 139 -VariableMetric: Iteration # 47 - FCN = 297137.9380426 Edm = 2.55623 NCalls = 144 -VariableMetric: Iteration # 48 - FCN = 297137.692404 Edm = 78601.9 NCalls = 152 -VariableMetric: Iteration # 49 - FCN = 297136.5406359 Edm = 36928.3 NCalls = 158 -VariableMetric: Iteration # 50 - FCN = 297129.4255074 Edm = 51797.3 NCalls = 163 -VariableMetric: Iteration # 51 - FCN = 297104.9993966 Edm = 207494 NCalls = 167 -VariableMetric: Iteration # 52 - FCN = 297097.9960154 Edm = 19675.7 NCalls = 171 -VariableMetric: Iteration # 53 - FCN = 297089.1138427 Edm = 15087.6 NCalls = 174 -VariableMetric: Iteration # 54 - FCN = 297086.3531485 Edm = 2677.53 NCalls = 178 -VariableMetric: Iteration # 55 - FCN = 297083.7515554 Edm = 21086.2 NCalls = 181 -VariableMetric: Iteration # 56 - FCN = 297071.3117984 Edm = 1700.92 NCalls = 185 -VariableMetric: Iteration # 57 - FCN = 297066.9428859 Edm = 834.691 NCalls = 188 -VariableMetric: Iteration # 58 - FCN = 297065.6261441 Edm = 211.064 NCalls = 192 -VariableMetric: Iteration # 59 - FCN = 297063.6184041 Edm = 986.705 NCalls = 195 -VariableMetric: Iteration # 60 - FCN = 297060.8719329 Edm = 109.224 NCalls = 198 -VariableMetric: Iteration # 61 - FCN = 297060.0706609 Edm = 553.032 NCalls = 200 -VariableMetric: Iteration # 62 - FCN = 297058.8921934 Edm = 54.0833 NCalls = 203 -VariableMetric: Iteration # 63 - FCN = 297054.6070049 Edm = 111.018 NCalls = 205 -VariableMetric: Iteration # 64 - FCN = 297051.483143 Edm = 24.8662 NCalls = 207 -VariableMetric: Iteration # 65 - FCN = 297048.9132499 Edm = 49.6203 NCalls = 209 -VariableMetric: Iteration # 66 - FCN = 297046.2607889 Edm = 21.0377 NCalls = 211 -VariableMetric: Iteration # 67 - FCN = 297041.5557029 Edm = 24.3854 NCalls = 213 -VariableMetric: Iteration # 68 - FCN = 297040.4787408 Edm = 4.71684 NCalls = 215 -VariableMetric: Iteration # 69 - FCN = 297039.2724054 Edm = 11.406 NCalls = 217 -VariableMetric: Iteration # 70 - FCN = 297035.3984805 Edm = 25.3824 NCalls = 220 -VariableMetric: Iteration # 71 - FCN = 297034.2064534 Edm = 10.3977 NCalls = 222 -VariableMetric: Iteration # 72 - FCN = 297031.1353152 Edm = 4.69352 NCalls = 224 -VariableMetric: Iteration # 73 - FCN = 297027.9256117 Edm = 6.81768 NCalls = 227 -VariableMetric: Iteration # 74 - FCN = 297027.2620576 Edm = 5.51258 NCalls = 229 -VariableMetric: Iteration # 75 - FCN = 297025.6234347 Edm = 3.05194 NCalls = 231 -VariableMetric: Iteration # 76 - FCN = 297023.5537154 Edm = 1.59312 NCalls = 234 -VariableMetric: Iteration # 77 - FCN = 297022.3668651 Edm = 1.23089 NCalls = 236 -VariableMetric: Iteration # 78 - FCN = 297021.8344958 Edm = 0.593496 NCalls = 239 -VariableMetric: Iteration # 79 - FCN = 297021.3857781 Edm = 0.420315 NCalls = 241 -VariableMetric: Iteration # 80 - FCN = 297020.7892469 Edm = 0.23044 NCalls = 244 -VariableMetric: Iteration # 81 - FCN = 297020.3506189 Edm = 0.157942 NCalls = 247 -VariableMetric: Iteration # 82 - FCN = 297020.1843567 Edm = 0.0830711 NCalls = 249 -VariableMetric: Iteration # 83 - FCN = 297020.0224963 Edm = 0.0990487 NCalls = 251 -VariableMetric: Iteration # 84 - FCN = 297019.8828993 Edm = 0.101675 NCalls = 253 -VariableMetric: Iteration # 85 - FCN = 297019.6612784 Edm = 0.13511 NCalls = 255 -VariableMetric: Iteration # 86 - FCN = 297019.3544014 Edm = 0.208582 NCalls = 257 -VariableMetric: Iteration # 87 - FCN = 297019.0573162 Edm = 0.0991947 NCalls = 259 -VariableMetric: Iteration # 88 - FCN = 297018.9672931 Edm = 0.015895 NCalls = 260 -VariableMetric: Iteration # 89 - FCN = 297018.9468374 Edm = 0.00574312 NCalls = 262 -VariableMetric: Iteration # 90 - FCN = 297018.9357954 Edm = 0.00570729 NCalls = 264 -VariableMetric: Iteration # 91 - FCN = 297018.9204937 Edm = 0.00567267 NCalls = 267 -VariableMetric: Iteration # 92 - FCN = 297018.9100922 Edm = 0.0024393 NCalls = 269 -VariableMetric: Iteration # 93 - FCN = 297018.9042178 Edm = 0.00202217 NCalls = 271 -VariableMetric: Iteration # 94 - FCN = 297018.8985785 Edm = 0.000848272 NCalls = 273 -VariableMetric: Iteration # 95 - FCN = 297018.8972934 Edm = 0.000104591 NCalls = 275 -VariableMetric: Iteration # 96 - FCN = 297018.8971004 Edm = 3.01389e-05 NCalls = 277 -VariableMetric: After Hessian - FCN = 297018.8971004 Edm = 8.3173e-05 NCalls = 758 -VariableMetric: Iteration # 97 - FCN = 297018.8971004 Edm = 8.3173e-05 NCalls = 758 -VariableMetric: start iterating until Edm is < 0.0001 -VariableMetric: Initial state - FCN = 315555.5319853 Edm = 5054.05 NCalls = 1 -VariableMetric: Iteration # 0 - FCN = 315555.5319853 Edm = 5054.05 NCalls = 1 -VariableMetric: Iteration # 1 - FCN = 306581.5541468 Edm = 18.7686 NCalls = 12 -VariableMetric: Iteration # 2 - FCN = 303897.7766573 Edm = 9.5988 NCalls = 20 -VariableMetric: Iteration # 3 - FCN = 303732.618091 Edm = 28.1393 NCalls = 25 -VariableMetric: Iteration # 4 - FCN = 301108.2818661 Edm = 18.2201 NCalls = 36 -VariableMetric: Iteration # 5 - FCN = 301077.4283522 Edm = 324.154 NCalls = 39 -VariableMetric: Iteration # 6 - FCN = 301067.190637 Edm = 2.05674 NCalls = 41 -VariableMetric: Iteration # 7 - FCN = 301059.9441422 Edm = 3.7711 NCalls = 44 -VariableMetric: Iteration # 8 - FCN = 300965.3885842 Edm = 102.881 NCalls = 48 -VariableMetric: Iteration # 9 - FCN = 300616.3658865 Edm = 148.794 NCalls = 54 -VariableMetric: Iteration # 10 - FCN = 299143.0817804 Edm = 6499.84 NCalls = 62 -VariableMetric: Iteration # 11 - FCN = 298568.4055577 Edm = 344.6 NCalls = 65 -VariableMetric: Iteration # 12 - FCN = 298461.0461203 Edm = 82.2273 NCalls = 67 -VariableMetric: Iteration # 13 - FCN = 298298.5432771 Edm = 17.5075 NCalls = 70 -VariableMetric: Iteration # 14 - FCN = 298267.3277155 Edm = 8.40291 NCalls = 73 -VariableMetric: Iteration # 15 - FCN = 298210.9141363 Edm = 53.9726 NCalls = 76 -VariableMetric: Iteration # 16 - FCN = 298009.5817917 Edm = 144.388 NCalls = 81 -VariableMetric: Iteration # 17 - FCN = 297732.9292213 Edm = 286.005 NCalls = 86 -VariableMetric: Iteration # 18 - FCN = 297704.231134 Edm = 11.7542 NCalls = 88 -VariableMetric: Iteration # 19 - FCN = 297694.3130373 Edm = 1.99222 NCalls = 90 -VariableMetric: Iteration # 20 - FCN = 297692.6512018 Edm = 0.151821 NCalls = 91 -VariableMetric: Iteration # 21 - FCN = 297692.3763115 Edm = 0.267681 NCalls = 93 -VariableMetric: Iteration # 22 - FCN = 297659.2509415 Edm = 15.0707 NCalls = 101 -VariableMetric: Iteration # 23 - FCN = 297616.4370282 Edm = 2.27818 NCalls = 103 -VariableMetric: Iteration # 24 - FCN = 297613.3460057 Edm = 0.138205 NCalls = 105 -VariableMetric: Iteration # 25 - FCN = 297612.939079 Edm = 0.0720932 NCalls = 108 -VariableMetric: Iteration # 26 - FCN = 297612.7007173 Edm = 0.156203 NCalls = 110 -VariableMetric: Iteration # 27 - FCN = 297604.2077813 Edm = 7.46428 NCalls = 115 -VariableMetric: Iteration # 28 - FCN = 297463.0171705 Edm = 19.5925 NCalls = 119 -VariableMetric: Iteration # 29 - FCN = 297442.1398871 Edm = 1.33156 NCalls = 120 -VariableMetric: Iteration # 30 - FCN = 297439.621833 Edm = 0.30003 NCalls = 122 -VariableMetric: Iteration # 31 - FCN = 297439.0007065 Edm = 0.0760321 NCalls = 124 -VariableMetric: Iteration # 32 - FCN = 297438.8167408 Edm = 0.0129851 NCalls = 126 -VariableMetric: Iteration # 33 - FCN = 297438.7849753 Edm = 0.0155509 NCalls = 128 -VariableMetric: Iteration # 34 - FCN = 297436.3887753 Edm = 2.36468 NCalls = 134 -VariableMetric: Iteration # 35 - FCN = 297409.9758113 Edm = 15.9384 NCalls = 140 -VariableMetric: Iteration # 36 - FCN = 297399.8909189 Edm = 18.1527 NCalls = 142 -VariableMetric: Iteration # 37 - FCN = 297397.5978278 Edm = 1.95638 NCalls = 145 -VariableMetric: Iteration # 38 - FCN = 297396.5336444 Edm = 0.443227 NCalls = 147 -VariableMetric: Iteration # 39 - FCN = 297396.0398652 Edm = 0.0247503 NCalls = 149 -VariableMetric: Iteration # 40 - FCN = 297396.0134356 Edm = 0.0064507 NCalls = 150 -VariableMetric: Iteration # 41 - FCN = 297395.9081438 Edm = 0.103531 NCalls = 154 -VariableMetric: Iteration # 42 - FCN = 297394.7238424 Edm = 0.990427 NCalls = 160 -VariableMetric: Iteration # 43 - FCN = 297365.2385398 Edm = 2.62027 NCalls = 164 -VariableMetric: Iteration # 44 - FCN = 297361.1123974 Edm = 0.328406 NCalls = 167 -VariableMetric: Iteration # 45 - FCN = 297360.740127 Edm = 0.0157351 NCalls = 169 -VariableMetric: Iteration # 46 - FCN = 297360.7249906 Edm = 0.00230043 NCalls = 170 -VariableMetric: Iteration # 47 - FCN = 297360.685784 Edm = 0.0394348 NCalls = 174 -VariableMetric: Iteration # 48 - FCN = 297359.9910018 Edm = 0.447005 NCalls = 180 -VariableMetric: Iteration # 49 - FCN = 297351.8285819 Edm = 3.31746 NCalls = 184 -VariableMetric: Iteration # 50 - FCN = 297346.8056304 Edm = 0.362711 NCalls = 187 -VariableMetric: Iteration # 51 - FCN = 297346.4099755 Edm = 0.0172209 NCalls = 189 -VariableMetric: Iteration # 52 - FCN = 297346.386718 Edm = 0.00407419 NCalls = 191 -VariableMetric: Iteration # 53 - FCN = 297346.3817557 Edm = 0.0016865 NCalls = 193 -VariableMetric: Iteration # 54 - FCN = 297346.3730751 Edm = 0.00668151 NCalls = 196 -VariableMetric: Iteration # 55 - FCN = 297345.9433332 Edm = 0.357214 NCalls = 201 -VariableMetric: Iteration # 56 - FCN = 297336.8617304 Edm = 1.58862 NCalls = 206 -VariableMetric: Iteration # 57 - FCN = 297334.7078585 Edm = 0.131502 NCalls = 208 -VariableMetric: Iteration # 58 - FCN = 297334.5767595 Edm = 0.00881765 NCalls = 210 -VariableMetric: Iteration # 59 - FCN = 297334.5695095 Edm = 0.00030861 NCalls = 212 -VariableMetric: Iteration # 60 - FCN = 297334.5690425 Edm = 0.000173897 NCalls = 214 -VariableMetric: Iteration # 61 - FCN = 297334.5651155 Edm = 0.00421209 NCalls = 218 -VariableMetric: Iteration # 62 - FCN = 297334.4632972 Edm = 0.0942843 NCalls = 225 -VariableMetric: Iteration # 63 - FCN = 297332.5960794 Edm = 0.701901 NCalls = 230 -VariableMetric: Iteration # 64 - FCN = 297331.7490971 Edm = 0.0595381 NCalls = 232 -VariableMetric: Iteration # 65 - FCN = 297331.6713906 Edm = 0.00823798 NCalls = 234 -VariableMetric: Iteration # 66 - FCN = 297331.6645643 Edm = 0.000252495 NCalls = 236 -VariableMetric: Iteration # 67 - FCN = 297331.6640853 Edm = 0.000209976 NCalls = 238 -VariableMetric: Iteration # 68 - FCN = 297331.6361538 Edm = 0.0257812 NCalls = 243 -VariableMetric: Iteration # 69 - FCN = 297331.1349294 Edm = 0.0914392 NCalls = 247 -VariableMetric: Iteration # 70 - FCN = 297330.9619914 Edm = 0.0374454 NCalls = 249 -VariableMetric: Iteration # 71 - FCN = 297330.9344302 Edm = 0.0184468 NCalls = 251 -VariableMetric: Iteration # 72 - FCN = 297330.9104337 Edm = 0.00223282 NCalls = 253 -VariableMetric: Iteration # 73 - FCN = 297330.9077104 Edm = 0.000105122 NCalls = 255 -VariableMetric: Iteration # 74 - FCN = 297330.9073587 Edm = 0.000204564 NCalls = 257 -VariableMetric: Iteration # 75 - FCN = 297330.8904636 Edm = 0.0164258 NCalls = 262 -VariableMetric: Iteration # 76 - FCN = 297330.1747928 Edm = 0.588564 NCalls = 268 -VariableMetric: Iteration # 77 - FCN = 297329.6448162 Edm = 0.298819 NCalls = 271 -VariableMetric: Iteration # 78 - FCN = 297329.259954 Edm = 0.0647937 NCalls = 274 -VariableMetric: Iteration # 79 - FCN = 297329.1496333 Edm = 0.00678783 NCalls = 277 -VariableMetric: Iteration # 80 - FCN = 297329.142913 Edm = 0.000297549 NCalls = 278 -VariableMetric: Iteration # 81 - FCN = 297329.1426038 Edm = 3.68445e-05 NCalls = 280 -VariableMetric: After Hessian - FCN = 297329.1426038 Edm = 2663.4 NCalls = 757 -VariableMetric: Iteration # 82 - FCN = 297329.1426038 Edm = 2663.4 NCalls = 757 -VariableMetric: Iteration # 83 - FCN = 297321.8564569 Edm = 12100.8 NCalls = 764 -VariableMetric: Iteration # 84 - FCN = 297319.5686209 Edm = 0.263141 NCalls = 775 -VariableMetric: Iteration # 85 - FCN = 297318.5794707 Edm = 0.574464 NCalls = 777 -VariableMetric: Iteration # 86 - FCN = 297318.5366556 Edm = 0.677809 NCalls = 779 -VariableMetric: Iteration # 87 - FCN = 297317.8272334 Edm = 0.156841 NCalls = 782 -VariableMetric: Iteration # 88 - FCN = 297317.4761246 Edm = 0.111938 NCalls = 784 -VariableMetric: Iteration # 89 - FCN = 297316.7518084 Edm = 0.476895 NCalls = 787 -VariableMetric: Iteration # 90 - FCN = 297314.0704769 Edm = 4.7667 NCalls = 792 -VariableMetric: Iteration # 91 - FCN = 297310.2913319 Edm = 9.81791 NCalls = 797 -VariableMetric: Iteration # 92 - FCN = 297307.5695169 Edm = 3.06033 NCalls = 801 -VariableMetric: Iteration # 93 - FCN = 297303.596654 Edm = 1.79449 NCalls = 806 -VariableMetric: Iteration # 94 - FCN = 297302.8030231 Edm = 3.13327 NCalls = 808 -VariableMetric: Iteration # 95 - FCN = 297299.435405 Edm = 1.70735 NCalls = 810 -VariableMetric: Iteration # 96 - FCN = 297297.5189486 Edm = 0.667437 NCalls = 813 -VariableMetric: Iteration # 97 - FCN = 297295.8860405 Edm = 0.36772 NCalls = 816 -VariableMetric: Iteration # 98 - FCN = 297295.372461 Edm = 0.172132 NCalls = 818 -VariableMetric: Iteration # 99 - FCN = 297295.0370427 Edm = 0.102518 NCalls = 820 -VariableMetric: Iteration # 100 - FCN = 297294.8601074 Edm = 0.0627244 NCalls = 822 -VariableMetric: Iteration # 101 - FCN = 297294.6780253 Edm = 0.0562305 NCalls = 824 -VariableMetric: Iteration # 102 - FCN = 297294.5697811 Edm = 0.0215763 NCalls = 826 -VariableMetric: Iteration # 103 - FCN = 297294.5357957 Edm = 0.00469474 NCalls = 828 -VariableMetric: Iteration # 104 - FCN = 297294.5174438 Edm = 0.00410474 NCalls = 830 -VariableMetric: Iteration # 105 - FCN = 297294.50791 Edm = 0.00269355 NCalls = 832 -VariableMetric: Iteration # 106 - FCN = 297294.4996314 Edm = 0.00148679 NCalls = 834 -VariableMetric: Iteration # 107 - FCN = 297294.4936039 Edm = 0.0021559 NCalls = 836 -VariableMetric: Iteration # 108 - FCN = 297294.4893711 Edm = 0.000342351 NCalls = 838 -VariableMetric: Iteration # 109 - FCN = 297294.4881319 Edm = 0.000488198 NCalls = 840 -VariableMetric: Iteration # 110 - FCN = 297294.4866672 Edm = 0.000515395 NCalls = 842 -VariableMetric: Iteration # 111 - FCN = 297294.4121487 Edm = 0.0683657 NCalls = 850 -VariableMetric: Iteration # 112 - FCN = 297294.4115292 Edm = 0.00133334 NCalls = 852 -VariableMetric: Iteration # 113 - FCN = 297294.4029758 Edm = 0.00898291 NCalls = 855 -VariableMetric: Iteration # 114 - FCN = 297294.3294913 Edm = 0.0418068 NCalls = 860 -VariableMetric: Iteration # 115 - FCN = 297294.251682 Edm = 0.043914 NCalls = 863 -VariableMetric: Iteration # 116 - FCN = 297294.2234376 Edm = 0.012616 NCalls = 865 -VariableMetric: Iteration # 117 - FCN = 297294.1700653 Edm = 0.00865705 NCalls = 868 -VariableMetric: Iteration # 118 - FCN = 297294.1592578 Edm = 0.00172405 NCalls = 870 -VariableMetric: Iteration # 119 - FCN = 297294.1541162 Edm = 0.00118599 NCalls = 872 -VariableMetric: Iteration # 120 - FCN = 297294.1525087 Edm = 0.000217244 NCalls = 874 -VariableMetric: Iteration # 121 - FCN = 297294.1500546 Edm = 0.000614381 NCalls = 877 -VariableMetric: Iteration # 122 - FCN = 297294.149088 Edm = 0.000121705 NCalls = 879 -VariableMetric: Iteration # 123 - FCN = 297294.1466312 Edm = 0.00058903 NCalls = 883 -VariableMetric: Iteration # 124 - FCN = 297294.1454216 Edm = 0.000367554 NCalls = 885 -VariableMetric: Iteration # 125 - FCN = 297294.1430422 Edm = 0.000456077 NCalls = 888 -VariableMetric: Iteration # 126 - FCN = 297294.1420362 Edm = 3.40778e-05 NCalls = 890 -VariableMetric: After Hessian - FCN = 297294.1420362 Edm = 0.000282531 NCalls = 1375 -VariableMetric: Iteration # 127 - FCN = 297294.1420362 Edm = 0.000282531 NCalls = 1375 -raremodel-nb1.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data. - plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy)) -raremodel-nb1.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. - plt.show() -Toy 0: Generating data... -Directory data/zfit_toys/toy_0 Created -Toy 0: Data generation finished -Toy 0: Loading data... -Toy 0: Loading data finished -Toy 0: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1287 (1287 total) | -| EDM = 0.000175 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297431.05016778485 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -0.21 | 0.35 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 5.77 | 0.30 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.43 | 0.06 | | | -2 | 2 | | -| 5 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.755 | 0.029 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.920 | 0.032 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.2 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.63 | 0.05 | | | -2 | 2 | | -| 11| p4040_p | 3.22 | 0.13 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -0.62 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.51 | 0.23 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.357 | 0.029 | | | -2 | 2 | | -| 15| omega_p | 0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.23 | 0.16 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -1.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -1.50 | 0.25 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | | -| 21| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.43 | 0.19 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 4.13 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.018 -0.138 0.009 0.045 -0.001 0.458 0.222 0.000 0.016 -0.118 0.310 0.007 0.265 0.051 0.005 -0.107 0.016 0.037 -0.016 -0.010 0.007 0.011 0.217 | -| rho_s | -0.018 1.000 -0.038 -0.007 0.336 -0.001 0.020 0.022 -0.103 -0.001 0.474 0.003 -0.016 -0.035 -0.481 0.120 -0.009 -0.001 -0.001 -0.039 0.001 -0.107 -0.001 -0.040 | -| Dbar_p | -0.138 -0.038 1.000 0.064 -0.106 0.002 0.378 0.133 -0.029 0.008 -0.134 -0.015 0.014 0.100 0.039 0.003 0.031 0.003 -0.095 -0.071 0.025 -0.000 0.085 0.387 | -| rho_p | 0.009 -0.007 0.064 1.000 -0.163 -0.001 -0.065 0.025 0.023 -0.002 0.182 0.076 0.105 0.046 -0.212 -0.002 0.007 0.001 0.079 0.041 -0.004 -0.088 -0.006 -0.009 | -| bplus_2 | 0.045 0.336 -0.106 -0.163 1.000 0.000 -0.032 0.113 0.050 -0.019 0.228 -0.085 -0.020 -0.072 -0.333 -0.033 0.102 -0.008 -0.253 -0.460 0.015 -0.070 0.207 -0.069 | -| p4160_p | -0.001 -0.001 0.002 -0.001 0.000 1.000 0.001 0.003 0.001 -0.001 -0.002 -0.003 -0.000 -0.001 0.002 0.000 0.009 -0.002 0.003 -0.001 -0.000 0.000 -0.005 0.000 | -| jpsi_p | 0.458 0.020 0.378 -0.065 -0.032 0.001 1.000 0.119 0.027 0.020 -0.150 0.119 -0.017 0.169 0.114 -0.017 -0.077 0.011 -0.011 0.086 0.026 -0.013 -0.007 0.279 | -| psi2s_p | 0.222 0.022 0.133 0.025 0.113 0.003 0.119 1.000 -0.013 0.023 -0.029 -0.123 0.008 -0.373 -0.033 -0.007 0.043 0.002 -0.096 0.070 0.032 -0.015 0.030 0.206 | -| phi_s | 0.000 -0.103 -0.029 0.023 0.050 0.001 0.027 -0.013 1.000 0.000 -0.157 -0.044 0.373 -0.026 0.165 0.015 0.000 -0.001 -0.046 -0.025 0.002 0.043 0.007 0.005 | -| DDstar_s | 0.016 -0.001 0.008 -0.002 -0.019 -0.001 0.020 0.023 0.000 1.000 0.031 0.031 0.000 0.005 -0.010 0.001 -0.000 0.001 0.022 0.000 -0.002 0.001 0.001 -0.005 | -| bplus_1 | -0.118 0.474 -0.134 0.182 0.228 -0.002 -0.150 -0.029 -0.157 0.031 1.000 0.043 0.058 -0.055 -0.976 -0.071 -0.068 0.001 0.140 0.024 0.013 -0.186 -0.127 -0.131 | -| p4040_p | 0.310 0.003 -0.015 0.076 -0.085 -0.003 0.119 -0.123 -0.044 0.031 0.043 1.000 0.017 0.154 -0.077 -0.007 -0.209 -0.005 0.030 -0.062 0.039 -0.020 0.116 0.164 | -| phi_p | 0.007 -0.016 0.014 0.105 -0.020 -0.000 -0.017 0.008 0.373 0.000 0.058 0.017 1.000 0.009 -0.068 -0.074 0.001 0.000 0.016 0.003 -0.000 -0.091 -0.001 -0.003 | -| p3770_s | 0.265 -0.035 0.100 0.046 -0.072 -0.001 0.169 -0.373 -0.026 0.005 -0.055 0.154 0.009 1.000 0.014 -0.001 0.093 0.004 0.024 -0.143 0.040 -0.002 0.040 -0.046 | -| bplus_0 | 0.051 -0.481 0.039 -0.212 -0.333 0.002 0.114 -0.033 0.165 -0.010 -0.976 -0.077 -0.068 0.014 1.000 0.071 0.020 -0.000 -0.099 0.028 -0.004 0.191 0.039 0.097 | -| omega_p | 0.005 0.120 0.003 -0.002 -0.033 0.000 -0.017 -0.007 0.015 0.001 -0.071 -0.007 -0.074 -0.001 0.071 1.000 0.002 -0.000 -0.006 0.000 0.001 0.911 0.001 0.004 | -| p4040_s | -0.107 -0.009 0.031 0.007 0.102 0.009 -0.077 0.043 0.000 -0.000 -0.068 -0.209 0.001 0.093 0.020 0.002 1.000 -0.011 -0.213 0.221 -0.023 0.003 0.098 -0.154 | -| p4160_s | 0.016 -0.001 0.003 0.001 -0.008 -0.002 0.011 0.002 -0.001 0.001 0.001 -0.005 0.000 0.004 -0.000 -0.000 -0.011 1.000 0.011 -0.007 0.001 -0.000 0.001 0.010 | -| p4415_p | 0.037 -0.001 -0.095 0.079 -0.253 0.003 -0.011 -0.096 -0.046 0.022 0.140 0.030 0.016 0.024 -0.099 -0.006 -0.213 0.011 1.000 0.054 0.012 -0.018 -0.148 0.028 | -| Ctt | -0.016 -0.039 -0.071 0.041 -0.460 -0.001 0.086 0.070 -0.025 0.000 0.024 -0.062 0.003 -0.143 0.028 0.000 0.221 -0.007 0.054 1.000 0.014 0.000 0.086 -0.105 | -| Dbar_s | -0.010 0.001 0.025 -0.004 0.015 -0.000 0.026 0.032 0.002 -0.002 0.013 0.039 -0.000 0.040 -0.004 0.001 -0.023 0.001 0.012 0.014 1.000 0.001 -0.006 0.016 | -| omega_s | 0.007 -0.107 -0.000 -0.088 -0.070 0.000 -0.013 -0.015 0.043 0.001 -0.186 -0.020 -0.091 -0.002 0.191 0.911 0.003 -0.000 -0.018 0.000 0.001 1.000 0.002 0.011 | -| p4415_s | 0.011 -0.001 0.085 -0.006 0.207 -0.005 -0.007 0.030 0.007 0.001 -0.127 0.116 -0.001 0.040 0.039 0.001 0.098 0.001 -0.148 0.086 -0.006 0.002 1.000 -0.021 | -| p3770_p | 0.217 -0.040 0.387 -0.009 -0.069 0.000 0.279 0.206 0.005 -0.005 -0.131 0.164 -0.003 -0.046 0.097 0.004 -0.154 0.010 0.028 -0.105 0.016 0.011 -0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3481133681559796}), (, {'error': 0.37760488563447653}), (, {'error': 0.30201240406203667}), (, {'error': 0.4483882551907925}), (, {'error': 0.05598571250307249}), (, {'error': 0.010525376326851799}), (, {'error': 0.02925353287151733}), (, {'error': 0.03161137726709562}), (, {'error': 0.9772390904999373}), (, {'error': 0.024074147913349775}), (, {'error': 0.05361227146481484}), (, {'error': 0.12947097831705268}), (, {'error': 0.16521085667759294}), (, {'error': 0.2348113465076258}), (, {'error': 0.029410992248945167}), (, {'error': 0.524633225387614}), (, {'error': 0.16071308180751764}), (, {'error': 0.016689639333407003}), (, {'error': 0.47627445581728955}), (, {'error': 0.25383632581609883}), (, {'error': 0.027114971098740392}), (, {'error': 4.189071521952968}), (, {'error': 0.190366841665342}), (, {'error': 0.10108746017146242})]) -Toy 1/25 -Time taken: 5 min, 43 s -Projected time left: 2 h, 17 min -Toy 1: Generating data... -Directory data/zfit_toys/toy_1 Created -Toy 1: Data generation finished -Toy 1: Loading data... -Toy 1: Loading data finished -Toy 1: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=272 (272 total) | -| EDM = 5.38E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297139.24926757417 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.0 | 1.0 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.025 | 1.510 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -5 | 6 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -2.7 | 7.7 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.23 | 0.10 | | | -2 | 2 | | -| 5 | p4160_p | 3.79 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 21.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.22 | 0.10 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.83 | 0.05 | | | -2 | 2 | | -| 11| p4040_p | 3.19 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.62 | 0.21 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.26 | 0.28 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.442 | 0.025 | | | -2 | 2 | | -| 15| omega_p | 0.09 | 0.26 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.17 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.77 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.14 | 0.20 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.08 | 0.19 | | | -0.3 | 0.3 | | -| 21| omega_s | 6.7 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.16 | 0.18 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.90 | 0.17 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.401 -0.520 0.410 -0.476 0.073 -0.199 -0.259 0.110 -0.639 0.373 -0.094 0.225 -0.111 0.270 0.221 -0.037 -0.082 -0.103 -0.394 -0.579 -0.313 0.022 0.013 | -| rho_s | 0.401 1.000 -0.238 0.979 -0.559 -0.011 -0.083 -0.120 0.229 -0.225 -0.354 -0.085 0.541 -0.078 0.684 0.552 -0.019 -0.079 -0.129 -0.306 -0.208 -0.766 0.061 0.030 | -| Dbar_p | -0.520 -0.238 1.000 -0.244 0.106 0.527 0.734 0.629 -0.049 0.622 -0.205 0.583 -0.123 0.582 -0.173 -0.130 -0.245 -0.046 0.387 0.360 0.828 0.188 -0.130 0.498 | -| rho_p | 0.410 0.979 -0.244 1.000 -0.570 -0.011 -0.085 -0.123 0.233 -0.230 -0.362 -0.087 0.552 -0.080 0.700 0.564 -0.019 -0.080 -0.131 -0.312 -0.214 -0.783 0.062 0.031 | -| bplus_2 | -0.476 -0.559 0.106 -0.570 1.000 -0.108 -0.141 0.050 -0.216 0.199 -0.087 -0.027 -0.313 -0.064 -0.380 -0.289 0.093 0.148 0.138 0.674 0.084 0.434 -0.105 -0.137 | -| p4160_p | 0.073 -0.011 0.527 -0.011 -0.108 1.000 0.590 0.334 0.002 0.029 -0.016 0.456 0.003 0.409 0.001 -0.003 -0.535 -0.213 0.468 -0.129 0.468 0.009 -0.111 0.543 | -| jpsi_p | -0.199 -0.083 0.734 -0.085 -0.141 0.590 1.000 0.544 -0.030 0.225 -0.055 0.553 -0.044 0.560 -0.044 -0.044 -0.254 -0.109 0.358 -0.035 0.719 0.065 -0.127 0.538 | -| psi2s_p | -0.259 -0.120 0.629 -0.123 0.050 0.334 0.544 1.000 -0.029 0.270 -0.087 0.315 -0.059 0.195 -0.082 -0.063 -0.105 -0.051 0.230 0.349 0.562 0.094 -0.050 0.387 | -| phi_s | 0.110 0.229 -0.049 0.233 -0.216 0.002 -0.030 -0.029 1.000 -0.061 -0.066 -0.026 0.627 -0.023 0.146 0.136 -0.019 -0.045 -0.046 -0.105 -0.048 -0.182 0.011 0.016 | -| DDstar_s | -0.639 -0.225 0.622 -0.230 0.199 0.029 0.225 0.270 -0.061 1.000 -0.186 0.140 -0.125 0.209 -0.150 -0.124 -0.089 -0.022 0.035 0.332 0.608 0.176 -0.039 0.180 | -| bplus_1 | 0.373 -0.354 -0.205 -0.362 -0.087 -0.016 -0.055 -0.087 -0.066 -0.186 1.000 -0.039 -0.201 -0.031 -0.730 -0.198 0.039 0.029 -0.059 -0.148 -0.146 0.279 0.087 0.002 | -| p4040_p | -0.094 -0.085 0.583 -0.087 -0.027 0.456 0.553 0.315 -0.026 0.140 -0.039 1.000 -0.040 0.406 -0.042 -0.043 -0.314 0.180 0.335 0.047 0.501 0.067 -0.033 0.493 | -| phi_p | 0.225 0.541 -0.123 0.552 -0.313 0.003 -0.044 -0.059 0.627 -0.125 -0.201 -0.040 1.000 -0.036 0.383 0.302 -0.014 -0.045 -0.066 -0.163 -0.106 -0.443 0.032 0.027 | -| p3770_s | -0.111 -0.078 0.582 -0.080 -0.064 0.409 0.560 0.195 -0.023 0.209 -0.031 0.406 -0.036 1.000 -0.034 -0.039 -0.090 -0.022 0.270 0.055 0.499 0.062 -0.063 0.253 | -| bplus_0 | 0.270 0.684 -0.173 0.700 -0.380 0.001 -0.044 -0.082 0.146 -0.150 -0.730 -0.042 0.383 -0.034 1.000 0.383 -0.002 -0.026 -0.071 -0.209 -0.144 -0.536 0.050 0.030 | -| omega_p | 0.221 0.552 -0.130 0.564 -0.289 -0.003 -0.044 -0.063 0.136 -0.124 -0.198 -0.043 0.302 -0.039 0.383 1.000 -0.008 -0.038 -0.065 -0.159 -0.112 -0.189 0.034 0.019 | -| p4040_s | -0.037 -0.019 -0.245 -0.019 0.093 -0.535 -0.254 -0.105 -0.019 -0.089 0.039 -0.314 -0.014 -0.090 -0.002 -0.008 1.000 0.021 -0.287 0.238 -0.228 0.013 0.155 -0.284 | -| p4160_s | -0.082 -0.079 -0.046 -0.080 0.148 -0.213 -0.109 -0.051 -0.045 -0.022 0.029 0.180 -0.045 -0.022 -0.026 -0.038 0.021 1.000 -0.174 0.264 -0.071 0.061 0.294 -0.103 | -| p4415_p | -0.103 -0.129 0.387 -0.131 0.138 0.468 0.358 0.230 -0.046 0.035 -0.059 0.335 -0.066 0.270 -0.071 -0.065 -0.287 -0.174 1.000 0.091 0.313 0.100 -0.161 0.303 | -| Ctt | -0.394 -0.306 0.360 -0.312 0.674 -0.129 -0.035 0.349 -0.105 0.332 -0.148 0.047 -0.163 0.055 -0.209 -0.159 0.238 0.264 0.091 1.000 0.174 0.237 0.113 -0.048 | -| Dbar_s | -0.579 -0.208 0.828 -0.214 0.084 0.468 0.719 0.562 -0.048 0.608 -0.146 0.501 -0.106 0.499 -0.144 -0.112 -0.228 -0.071 0.313 0.174 1.000 0.165 -0.094 0.567 | -| omega_s | -0.313 -0.766 0.188 -0.783 0.434 0.009 0.065 0.094 -0.182 0.176 0.279 0.067 -0.443 0.062 -0.536 -0.189 0.013 0.061 0.100 0.237 0.165 1.000 -0.048 -0.023 | -| p4415_s | 0.022 0.061 -0.130 0.062 -0.105 -0.111 -0.127 -0.050 0.011 -0.039 0.087 -0.033 0.032 -0.063 0.050 0.034 0.155 0.294 -0.161 0.113 -0.094 -0.048 1.000 -0.115 | -| p3770_p | 0.013 0.030 0.498 0.031 -0.137 0.543 0.538 0.387 0.016 0.180 0.002 0.493 0.027 0.253 0.030 0.019 -0.284 -0.103 0.303 -0.048 0.567 -0.023 -0.115 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.9946851315579659}), (, {'error': 1.5101520920165525}), (, {'error': 6.29672360156253}), (, {'error': 7.740311259124528}), (, {'error': 0.09579571449649882}), (, {'error': 0.14275355395565814}), (, {'error': 0.04484590557828394}), (, {'error': 0.04207810297697989}), (, {'error': 0.9958981306332024}), (, {'error': 0.10465087902588616}), (, {'error': 0.04734471438447052}), (, {'error': 0.18833048662616036}), (, {'error': 0.20935384079423525}), (, {'error': 0.2806009667604896}), (, {'error': 0.024633031392949478}), (, {'error': 0.256102520502679}), (, {'error': 0.17012494508841286}), (, {'error': 0.16534502066837165}), (, {'error': 0.18754010868993998}), (, {'error': 0.20145189785028395}), (, {'error': 0.19046517023252496}), (, {'error': 1.2447050068845016}), (, {'error': 0.1820574863183717}), (, {'error': 0.17157892228231741})]) -Toy 2/25 -Time taken: 8 min, 55 s -Projected time left: 1 h, 42 min -Toy 2: Generating data... -Directory data/zfit_toys/toy_2 Created -Toy 2: Data generation finished -Toy 2: Loading data... -Toy 2: Loading data finished -Toy 2: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1312 (1312 total) | -| EDM = 0.000104 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297220.33184558514 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -1.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.39 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | 4.39 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.648 | 0.028 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 14.8 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.79 | 0.03 | | | -2 | 2 | | -| 11| p4040_p | -2.12 | 0.21 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -0.60 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.428 | 0.017 | | | -2 | 2 | | -| 15| omega_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.29 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.00 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.88 | 0.23 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | | -| 21| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.23 | 0.20 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.58 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.062 -0.100 -0.002 -0.244 0.279 0.267 0.042 0.004 0.027 0.381 0.178 0.000 0.204 -0.013 0.014 -0.141 -0.079 0.015 -0.105 -0.001 0.004 -0.032 0.278 | -| rho_s | 0.062 1.000 0.040 0.204 -0.065 0.008 0.033 0.009 0.009 -0.001 -0.173 0.003 -0.021 0.019 0.271 0.405 -0.000 0.004 -0.006 -0.013 -0.000 0.163 0.020 0.035 | -| Dbar_p | -0.100 0.040 1.000 0.031 -0.106 0.084 0.273 0.005 -0.002 0.003 0.223 0.013 0.010 0.030 0.015 0.008 -0.148 -0.109 -0.075 -0.324 0.019 -0.001 0.029 0.393 | -| rho_p | -0.002 0.204 0.031 1.000 0.272 -0.022 -0.090 -0.004 0.037 0.001 -0.001 -0.011 0.059 0.019 0.036 0.103 0.066 0.079 0.056 0.114 0.002 0.066 0.013 -0.013 | -| bplus_2 | -0.244 -0.065 -0.106 0.272 1.000 -0.137 0.087 -0.040 -0.034 0.011 -0.237 -0.122 0.067 -0.159 -0.097 -0.030 0.140 0.169 0.167 0.710 0.008 -0.035 -0.085 -0.126 | -| p4160_p | 0.279 0.008 0.084 -0.022 -0.137 1.000 0.031 -0.103 0.002 0.035 0.038 0.337 -0.003 0.064 0.014 -0.001 -0.556 -0.165 0.297 -0.456 0.025 -0.002 -0.161 0.276 | -| jpsi_p | 0.267 0.033 0.273 -0.090 0.087 0.031 1.000 -0.008 0.004 0.052 0.130 -0.043 -0.030 -0.001 -0.070 -0.018 -0.071 -0.056 -0.019 0.178 0.046 -0.023 -0.013 0.149 | -| psi2s_p | 0.042 0.009 0.005 -0.004 -0.040 -0.103 -0.008 1.000 0.000 0.028 0.066 -0.186 -0.001 -0.425 -0.012 -0.004 -0.080 -0.109 -0.108 0.128 0.030 -0.007 0.026 0.082 | -| phi_s | 0.004 0.009 -0.002 0.037 -0.034 0.002 0.004 0.000 1.000 -0.000 0.008 0.001 0.187 -0.003 -0.007 0.002 -0.009 -0.011 -0.008 -0.017 -0.000 0.004 -0.001 0.001 | -| DDstar_s | 0.027 -0.001 0.003 0.001 0.011 0.035 0.052 0.028 -0.000 1.000 -0.010 0.022 0.001 0.023 0.001 0.000 0.011 0.011 0.030 0.003 -0.002 0.000 -0.000 0.017 | -| bplus_1 | 0.381 -0.173 0.223 -0.001 -0.237 0.038 0.130 0.066 0.008 -0.010 1.000 0.023 -0.008 0.108 -0.820 -0.037 -0.010 -0.013 -0.078 -0.181 -0.005 -0.002 0.140 0.159 | -| p4040_p | 0.178 0.003 0.013 -0.011 -0.122 0.337 -0.043 -0.186 0.001 0.022 0.023 1.000 -0.001 -0.009 0.017 -0.003 -0.262 0.262 0.183 -0.383 0.020 -0.003 -0.068 0.224 | -| phi_p | 0.000 -0.021 0.010 0.059 0.067 -0.003 -0.030 -0.001 0.187 0.001 -0.008 -0.001 1.000 0.008 0.023 -0.081 0.017 0.021 0.015 0.022 0.001 -0.099 0.003 -0.003 | -| p3770_s | 0.204 0.019 0.030 0.019 -0.159 0.064 -0.001 -0.425 -0.003 0.023 0.108 -0.009 0.008 1.000 0.042 -0.002 0.044 -0.024 -0.005 -0.252 0.029 -0.007 -0.002 -0.183 | -| bplus_0 | -0.013 0.271 0.015 0.036 -0.097 0.014 -0.070 -0.012 -0.007 0.001 -0.820 0.017 0.023 0.042 1.000 0.057 0.016 0.030 0.021 -0.023 0.002 0.005 0.005 0.021 | -| omega_p | 0.014 0.405 0.008 0.103 -0.030 -0.001 -0.018 -0.004 0.002 0.000 -0.037 -0.003 -0.081 -0.002 0.057 1.000 -0.005 -0.005 -0.008 -0.009 0.000 0.904 0.004 0.005 | -| p4040_s | -0.141 -0.000 -0.148 0.066 0.140 -0.556 -0.071 -0.080 -0.009 0.011 -0.010 -0.262 0.017 0.044 0.016 -0.005 1.000 0.083 -0.194 0.343 0.004 -0.010 0.224 -0.185 | -| p4160_s | -0.079 0.004 -0.109 0.079 0.169 -0.165 -0.056 -0.109 -0.011 0.011 -0.013 0.262 0.021 -0.024 0.030 -0.005 0.083 1.000 -0.108 0.252 0.006 -0.011 0.339 -0.080 | -| p4415_p | 0.015 -0.006 -0.075 0.056 0.167 0.297 -0.019 -0.108 -0.008 0.030 -0.078 0.183 0.015 -0.005 0.021 -0.008 -0.194 -0.108 1.000 -0.023 0.017 -0.011 -0.182 0.059 | -| Ctt | -0.105 -0.013 -0.324 0.114 0.710 -0.456 0.178 0.128 -0.017 0.003 -0.181 -0.383 0.022 -0.252 -0.023 -0.009 0.343 0.252 -0.023 1.000 0.011 -0.014 0.204 -0.252 | -| Dbar_s | -0.001 -0.000 0.019 0.002 0.008 0.025 0.046 0.030 -0.000 -0.002 -0.005 0.020 0.001 0.029 0.002 0.000 0.004 0.006 0.017 0.011 1.000 0.000 -0.000 0.028 | -| omega_s | 0.004 0.163 -0.001 0.066 -0.035 -0.002 -0.023 -0.007 0.004 0.000 -0.002 -0.003 -0.099 -0.007 0.005 0.904 -0.010 -0.011 -0.011 -0.014 0.000 1.000 -0.001 -0.001 | -| p4415_s | -0.032 0.020 0.029 0.013 -0.085 -0.161 -0.013 0.026 -0.001 -0.000 0.140 -0.068 0.003 -0.002 0.005 0.004 0.224 0.339 -0.182 0.204 -0.000 -0.001 1.000 -0.077 | -| p3770_p | 0.278 0.035 0.393 -0.013 -0.126 0.276 0.149 0.082 0.001 0.017 0.159 0.224 -0.003 -0.183 0.021 0.005 -0.185 -0.080 0.059 -0.252 0.028 -0.001 -0.077 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3205934895213862}), (, {'error': 0.3352850078588134}), (, {'error': 0.3181737706791319}), (, {'error': 0.3747826597807875}), (, {'error': 0.07972954086271389}), (, {'error': 0.10511406346111318}), (, {'error': 0.028095008227447593}), (, {'error': 0.03189644497675914}), (, {'error': 0.8948712595801114}), (, {'error': 0.019930394316732603}), (, {'error': 0.034735939120977166}), (, {'error': 0.21104311921080643}), (, {'error': 0.1803017054639895}), (, {'error': 0.22751921597759672}), (, {'error': 0.01673752210316115}), (, {'error': 0.5139515580826539}), (, {'error': 0.1683808643261096}), (, {'error': 0.16336039497916333}), (, {'error': 0.16916439579707898}), (, {'error': 0.2303539772871867}), (, {'error': 0.018003487929413142}), (, {'error': 3.9036856632230363}), (, {'error': 0.19523058441500907}), (, {'error': 0.10804553916332105})]) -Toy 3/25 -Time taken: 14 min, 34 s -Projected time left: 1 h, 46 min -Toy 3: Generating data... -Directory data/zfit_toys/toy_3 Created -Toy 3: Data generation finished -Toy 3: Loading data... -Toy 3: Loading data finished -Toy 3: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1673 (1673 total) | -| EDM = 0.00304 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297432.3255756778 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 3.1 | 0.5 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -4.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.31 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.12 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | -2.05 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.68 | 0.03 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.3 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.82 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | 4.05 | 0.22 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 6.26 | 0.28 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.90 | 0.25 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.413 | 0.029 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.93 | 0.18 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.86 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.27 | 0.24 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | | -| 21| omega_s | 7.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.02 | 0.20 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.68 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.034 0.174 0.002 -0.208 -0.577 -0.665 -0.280 0.014 0.083 0.072 -0.341 -0.003 -0.291 0.047 0.000 0.047 0.013 -0.277 0.269 -0.069 0.018 0.053 -0.357 | -| rho_s | -0.034 1.000 -0.151 0.201 -0.005 -0.019 0.068 -0.014 -0.063 0.005 0.299 -0.030 0.014 -0.028 -0.399 0.011 0.001 0.009 -0.016 -0.079 -0.043 -0.424 0.040 0.054 | -| Dbar_p | 0.174 -0.151 1.000 -0.051 -0.230 0.076 -0.147 0.204 0.066 0.114 0.308 0.205 -0.003 0.230 0.105 -0.001 0.273 0.176 0.275 0.661 0.228 0.071 -0.155 -0.554 | -| rho_p | 0.002 0.201 -0.051 1.000 -0.267 -0.012 -0.007 -0.002 0.061 -0.006 -0.083 -0.006 0.039 0.011 0.063 0.010 0.041 0.060 0.036 0.065 -0.014 0.240 0.000 0.015 | -| bplus_2 | -0.208 -0.005 -0.230 -0.267 1.000 0.066 0.318 -0.030 0.106 0.024 -0.219 0.010 -0.009 0.036 -0.016 0.001 -0.135 -0.159 -0.169 -0.654 -0.095 -0.015 0.158 0.156 | -| p4160_p | -0.577 -0.019 0.076 -0.012 0.066 1.000 0.436 0.103 0.004 -0.025 0.047 0.434 0.000 0.203 -0.004 -0.000 -0.383 -0.105 0.424 -0.256 -0.037 0.007 -0.172 0.243 | -| jpsi_p | -0.665 0.068 -0.147 -0.007 0.318 0.436 1.000 0.195 -0.039 -0.072 -0.006 0.246 -0.002 0.247 -0.140 0.000 -0.094 -0.084 0.157 -0.408 -0.135 -0.042 -0.061 0.258 | -| psi2s_p | -0.280 -0.014 0.204 -0.002 -0.030 0.103 0.195 1.000 0.000 -0.014 0.049 -0.005 -0.000 -0.210 0.001 -0.000 0.038 0.001 0.094 0.263 -0.016 0.005 -0.004 0.021 | -| phi_s | 0.014 -0.063 0.066 0.061 0.106 0.004 -0.039 0.000 1.000 0.003 -0.112 0.006 0.312 -0.004 0.147 -0.003 -0.020 -0.030 -0.015 -0.005 0.019 0.077 -0.011 -0.025 | -| DDstar_s | 0.083 0.005 0.114 -0.006 0.024 -0.025 -0.072 -0.014 0.003 1.000 -0.024 0.005 -0.000 0.024 0.003 0.000 -0.008 -0.000 -0.028 0.072 0.023 -0.002 -0.008 -0.033 | -| bplus_1 | 0.072 0.299 0.308 -0.083 -0.219 0.047 -0.006 0.049 -0.112 -0.024 1.000 0.084 0.002 0.039 -0.886 0.002 0.080 0.041 0.136 0.237 0.078 -0.171 -0.130 -0.217 | -| p4040_p | -0.341 -0.030 0.205 -0.006 0.010 0.434 0.246 -0.005 0.006 0.005 0.084 1.000 0.000 0.123 0.001 -0.000 -0.131 0.298 0.316 -0.122 -0.002 0.013 -0.100 0.132 | -| phi_p | -0.003 0.014 -0.003 0.039 -0.009 0.000 -0.002 -0.000 0.312 -0.000 0.002 0.000 1.000 0.001 -0.004 -0.001 0.002 0.002 0.002 0.001 -0.001 -0.007 0.000 0.000 | -| p3770_s | -0.291 -0.028 0.230 0.011 0.036 0.203 0.247 -0.210 -0.004 0.024 0.039 0.123 0.001 1.000 0.009 -0.000 0.159 0.073 0.174 0.008 -0.025 0.012 -0.036 -0.202 | -| bplus_0 | 0.047 -0.399 0.105 0.063 -0.016 -0.004 -0.140 0.001 0.147 0.003 -0.886 0.001 -0.004 0.009 1.000 -0.002 -0.026 -0.019 -0.022 0.079 0.039 0.216 -0.020 -0.002 | -| omega_p | 0.000 0.011 -0.001 0.010 0.001 -0.000 0.000 -0.000 -0.003 0.000 0.002 -0.000 -0.001 -0.000 -0.002 1.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.069 0.000 0.000 | -| p4040_s | 0.047 0.001 0.273 0.041 -0.135 -0.383 -0.094 0.038 -0.020 -0.008 0.080 -0.131 0.002 0.159 -0.026 -0.000 1.000 0.156 -0.073 0.406 0.106 0.001 0.184 -0.219 | -| p4160_s | 0.013 0.009 0.176 0.060 -0.159 -0.105 -0.084 0.001 -0.030 -0.000 0.041 0.298 0.002 0.073 -0.019 -0.000 0.156 1.000 -0.039 0.302 0.072 -0.002 0.313 -0.108 | -| p4415_p | -0.277 -0.016 0.275 0.036 -0.169 0.424 0.157 0.094 -0.015 -0.028 0.136 0.316 0.002 0.174 -0.022 -0.000 -0.073 -0.039 1.000 0.134 0.067 0.008 -0.214 -0.000 | -| Ctt | 0.269 -0.079 0.661 0.065 -0.654 -0.256 -0.408 0.263 -0.005 0.072 0.237 -0.122 0.001 0.008 0.079 -0.000 0.406 0.302 0.134 1.000 0.165 0.040 0.056 -0.461 | -| Dbar_s | -0.069 -0.043 0.228 -0.014 -0.095 -0.037 -0.135 -0.016 0.019 0.023 0.078 -0.002 -0.001 -0.025 0.039 -0.000 0.106 0.072 0.067 0.165 1.000 0.020 -0.033 -0.241 | -| omega_s | 0.018 -0.424 0.071 0.240 -0.015 0.007 -0.042 0.005 0.077 -0.002 -0.171 0.013 -0.007 0.012 0.216 -0.069 0.001 -0.002 0.008 0.040 0.020 1.000 -0.019 -0.028 | -| p4415_s | 0.053 0.040 -0.155 0.000 0.158 -0.172 -0.061 -0.004 -0.011 -0.008 -0.130 -0.100 0.000 -0.036 -0.020 0.000 0.184 0.313 -0.214 0.056 -0.033 -0.019 1.000 -0.007 | -| p3770_p | -0.357 0.054 -0.554 0.015 0.156 0.243 0.258 0.021 -0.025 -0.033 -0.217 0.132 0.000 -0.202 -0.002 0.000 -0.219 -0.108 -0.000 -0.461 -0.241 -0.028 -0.007 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5088224232295557}), (, {'error': 0.34803156712127864}), (, {'error': 0.7152511595157562}), (, {'error': 0.30768240428524907}), (, {'error': 0.08299749457571237}), (, {'error': 0.12017778490085451}), (, {'error': 0.03238759286117876}), (, {'error': 0.03366152267225697}), (, {'error': 0.91718436094623}), (, {'error': 0.06752611177688939}), (, {'error': 0.061093710569497306}), (, {'error': 0.2236761584967475}), (, {'error': 0.27572188898417593}), (, {'error': 0.2486539788786808}), (, {'error': 0.02944395587914095}), (, {'error': 0.07308787852604581}), (, {'error': 0.1756265576458011}), (, {'error': 0.1715187956981965}), (, {'error': 0.21925359537294664}), (, {'error': 0.24078612112313236}), (, {'error': 0.422231737385233}), (, {'error': 0.9449820376127338}), (, {'error': 0.20040007109709884}), (, {'error': 0.13303339992153518})]) -Toy 4/25 -Time taken: 21 min, 24 s -Projected time left: 1 h, 52 min -Toy 4: Generating data... -Directory data/zfit_toys/toy_4 Created -Toy 4: Data generation finished -Toy 4: Loading data... -Toy 4: Loading data finished -Toy 4: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1397 (1397 total) | -| EDM = 5.39E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297253.47496757034 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 4.96 | 0.31 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 5.10 | 0.29 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.3 | 1.9 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.21 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | -2.16 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.638 | 0.026 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.3 | 1.6 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.78 | 0.04 | | | -2 | 2 | | -| 11| p4040_p | -2.32 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -5.8 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.47 | 0.22 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.413 | 0.018 | | | -2 | 2 | | -| 15| omega_p | -5.6 | 0.6 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.22 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.40 | 0.21 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.32 | 0.19 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.61 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.111 -0.090 -0.109 -0.284 0.176 0.123 -0.030 0.020 0.031 0.362 0.094 0.021 0.147 0.025 0.076 -0.148 -0.096 -0.039 -0.113 0.003 0.035 -0.048 0.255 | -| rho_s | 0.111 1.000 0.071 -0.466 -0.004 0.003 0.017 0.007 -0.009 0.001 -0.301 -0.000 0.032 0.035 0.447 0.590 0.020 0.032 -0.007 0.013 0.001 0.276 0.038 0.054 | -| Dbar_p | -0.090 0.071 1.000 -0.050 -0.095 0.042 0.229 -0.010 0.001 0.004 0.179 -0.035 0.008 -0.005 0.032 0.043 -0.101 -0.080 -0.072 -0.307 0.019 0.017 0.008 0.347 | -| rho_p | -0.109 -0.466 -0.050 1.000 0.190 -0.006 -0.078 -0.006 -0.143 -0.001 0.283 0.005 -0.216 -0.015 -0.402 -0.524 0.021 0.020 0.042 0.063 -0.000 -0.229 -0.017 -0.059 | -| bplus_2 | -0.284 -0.004 -0.095 0.190 1.000 -0.057 0.132 -0.001 -0.106 0.003 -0.292 -0.056 -0.064 -0.104 -0.032 -0.068 0.113 0.135 0.194 0.693 0.004 -0.057 -0.045 -0.105 | -| p4160_p | 0.176 0.003 0.042 -0.006 -0.057 1.000 -0.044 -0.154 -0.007 0.044 -0.013 0.266 -0.006 -0.005 0.022 -0.002 -0.556 -0.197 0.293 -0.390 0.029 -0.004 -0.039 0.215 | -| jpsi_p | 0.123 0.017 0.229 -0.078 0.132 -0.044 1.000 -0.024 0.009 0.054 0.050 -0.097 -0.001 -0.038 -0.052 0.008 -0.023 -0.033 -0.025 0.235 0.045 -0.009 -0.017 0.062 | -| psi2s_p | -0.030 0.007 -0.010 -0.006 -0.001 -0.154 -0.024 1.000 -0.007 0.025 0.025 -0.226 -0.006 -0.428 -0.006 -0.001 -0.021 -0.070 -0.108 0.185 0.026 -0.004 0.011 0.034 | -| phi_s | 0.020 -0.009 0.001 -0.143 -0.106 -0.007 0.009 -0.007 1.000 0.001 -0.016 -0.012 0.866 -0.017 0.020 0.078 -0.023 -0.028 -0.027 -0.032 0.000 0.034 -0.007 0.008 | -| DDstar_s | 0.031 0.001 0.004 -0.001 0.003 0.044 0.054 0.025 0.001 1.000 0.000 0.028 0.001 0.025 0.001 0.001 0.004 0.007 0.030 -0.003 -0.001 0.001 -0.000 0.025 | -| bplus_1 | 0.362 -0.301 0.179 0.283 -0.292 -0.013 0.050 0.025 -0.016 0.000 1.000 -0.012 -0.047 0.061 -0.833 -0.209 -0.001 0.001 -0.113 -0.159 -0.001 -0.093 0.097 0.113 | -| p4040_p | 0.094 -0.000 -0.035 0.005 -0.056 0.266 -0.097 -0.226 -0.012 0.028 -0.012 1.000 -0.010 -0.053 0.021 -0.006 -0.235 0.276 0.155 -0.306 0.022 -0.007 0.006 0.162 | -| phi_p | 0.021 0.032 0.008 -0.216 -0.064 -0.006 -0.001 -0.006 0.866 0.001 -0.047 -0.010 1.000 -0.008 0.059 0.086 -0.012 -0.014 -0.018 -0.013 0.001 0.005 -0.001 0.010 | -| p3770_s | 0.147 0.035 -0.005 -0.015 -0.104 -0.005 -0.038 -0.428 -0.017 0.025 0.061 -0.053 -0.008 1.000 0.053 0.014 0.090 0.011 -0.017 -0.184 0.026 0.000 0.010 -0.228 | -| bplus_0 | 0.025 0.447 0.032 -0.402 -0.032 0.022 -0.052 -0.006 0.020 0.001 -0.833 0.021 0.059 0.053 1.000 0.301 0.018 0.034 0.015 -0.024 0.001 0.135 0.023 0.042 | -| omega_p | 0.076 0.590 0.043 -0.524 -0.068 -0.002 0.008 -0.001 0.078 0.001 -0.209 -0.006 0.086 0.014 0.301 1.000 -0.001 0.004 -0.020 -0.016 0.001 0.853 0.019 0.037 | -| p4040_s | -0.148 0.020 -0.101 0.021 0.113 -0.556 -0.023 -0.021 -0.023 0.004 -0.001 -0.235 -0.012 0.090 0.018 -0.001 1.000 0.124 -0.235 0.340 -0.000 -0.006 0.166 -0.162 | -| p4160_s | -0.096 0.032 -0.080 0.020 0.135 -0.197 -0.033 -0.070 -0.028 0.007 0.001 0.276 -0.014 0.011 0.034 0.004 0.124 1.000 -0.222 0.269 0.002 -0.006 0.298 -0.083 | -| p4415_p | -0.039 -0.007 -0.072 0.042 0.194 0.293 -0.025 -0.108 -0.027 0.030 -0.113 0.155 -0.018 -0.017 0.015 -0.020 -0.235 -0.222 1.000 -0.062 0.016 -0.016 -0.136 0.060 | -| Ctt | -0.113 0.013 -0.307 0.063 0.693 -0.390 0.235 0.185 -0.032 -0.003 -0.159 -0.306 -0.013 -0.184 -0.024 -0.016 0.340 0.269 -0.062 1.000 0.005 -0.017 0.212 -0.225 | -| Dbar_s | 0.003 0.001 0.019 -0.000 0.004 0.029 0.045 0.026 0.000 -0.001 -0.001 0.022 0.001 0.026 0.001 0.001 -0.000 0.002 0.016 0.005 1.000 0.001 -0.000 0.032 | -| omega_s | 0.035 0.276 0.017 -0.229 -0.057 -0.004 -0.009 -0.004 0.034 0.001 -0.093 -0.007 0.005 0.000 0.135 0.853 -0.006 -0.006 -0.016 -0.017 0.001 1.000 0.007 0.015 | -| p4415_s | -0.048 0.038 0.008 -0.017 -0.045 -0.039 -0.017 0.011 -0.007 -0.000 0.097 0.006 -0.001 0.010 0.023 0.019 0.166 0.298 -0.136 0.212 -0.000 0.007 1.000 -0.068 | -| p3770_p | 0.255 0.054 0.347 -0.059 -0.105 0.215 0.062 0.034 0.008 0.025 0.113 0.162 0.010 -0.228 0.042 0.037 -0.162 -0.083 0.060 -0.225 0.032 0.015 -0.068 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.30816701454131046}), (, {'error': 0.43549203571648126}), (, {'error': 0.2949295523008644}), (, {'error': 1.94051893939859}), (, {'error': 0.0763485895278313}), (, {'error': 0.09938355873992588}), (, {'error': 0.026279896065696473}), (, {'error': 0.0317136606356172}), (, {'error': 1.597520403751016}), (, {'error': 0.020650610522154944}), (, {'error': 0.0366558642015663}), (, {'error': 0.19362855552006386}), (, {'error': 0.35843914783802155}), (, {'error': 0.22421511902616365}), (, {'error': 0.01798287423425493}), (, {'error': 0.5743167115197241}), (, {'error': 0.17105858072930707}), (, {'error': 0.16738116583198703}), (, {'error': 0.1621091306214586}), (, {'error': 0.21455383020052415}), (, {'error': 0.016604111888586792}), (, {'error': 3.9936525817310526}), (, {'error': 0.187000461733134}), (, {'error': 0.09409074705527054})]) -Toy 5/25 -Time taken: 27 min, 34 s -Projected time left: 1 h, 50 min -Toy 5: Generating data... -Directory data/zfit_toys/toy_5 Created -Toy 5: Data generation finished -Toy 5: Loading data... -Toy 5: Loading data finished -Toy 5: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=786 (786 total) | -| EDM = 9.96E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297435.60508266924 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.48 | 0.06 | | | -2 | 2 | | -| 5 | p4160_p | -6.283 | 0.013 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.610 | 0.029 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.901 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 22.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.68 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | 3.18 | 0.16 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -5.33 | 0.13 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.57 | 0.24 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.385 | 0.031 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.00 | 0.16 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -1.50 | 0.07 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | | -| 21| omega_s | 5.2 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.64 | 0.18 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.52 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.007 -0.149 0.008 0.077 -0.002 0.478 0.248 0.001 0.019 -0.107 0.310 0.009 0.275 0.035 -0.000 -0.152 0.012 0.091 0.000 -0.034 -0.000 -0.011 0.290 | -| rho_s | -0.007 1.000 -0.053 0.048 0.376 -0.000 0.038 0.027 0.038 -0.004 0.380 -0.008 0.276 -0.032 -0.376 -0.006 0.000 -0.001 -0.020 -0.012 -0.003 -0.474 -0.000 -0.042 | -| Dbar_p | -0.149 -0.053 1.000 0.118 -0.263 0.005 0.364 0.012 -0.070 0.025 -0.148 -0.196 -0.016 -0.087 0.003 0.003 0.151 -0.002 -0.157 -0.042 0.065 -0.022 0.075 0.391 | -| rho_p | 0.008 0.048 0.118 1.000 -0.072 -0.001 -0.041 0.029 -0.188 -0.005 0.295 0.061 -0.090 0.036 -0.345 0.054 0.017 0.001 0.052 0.007 0.001 -0.240 0.036 0.020 | -| bplus_2 | 0.077 0.376 -0.263 -0.072 1.000 -0.001 -0.043 0.179 0.079 -0.033 0.338 -0.057 0.090 -0.064 -0.406 0.002 0.173 -0.008 -0.237 -0.135 0.011 -0.101 0.149 -0.174 | -| p4160_p | -0.002 -0.000 0.005 -0.001 -0.001 1.000 0.002 0.003 0.001 -0.001 -0.002 -0.005 0.000 -0.001 0.002 -0.000 0.012 -0.002 0.003 -0.000 -0.000 0.001 -0.004 0.000 | -| jpsi_p | 0.478 0.038 0.364 -0.041 -0.043 0.002 1.000 0.078 0.032 0.034 -0.167 0.059 0.017 0.119 0.101 -0.000 -0.076 0.007 0.003 0.020 0.071 -0.005 -0.031 0.330 | -| psi2s_p | 0.248 0.027 0.012 0.029 0.179 0.003 0.078 1.000 -0.014 0.033 -0.010 -0.126 0.002 -0.337 -0.050 0.001 0.025 0.002 -0.068 0.024 0.054 -0.017 -0.035 0.107 | -| phi_s | 0.001 0.038 -0.070 -0.188 0.079 0.001 0.032 -0.014 1.000 0.001 -0.157 -0.042 0.370 -0.030 0.182 -0.006 -0.008 -0.001 -0.038 -0.006 -0.001 0.028 -0.021 -0.014 | -| DDstar_s | 0.019 -0.004 0.025 -0.005 -0.033 -0.001 0.034 0.033 0.001 1.000 0.027 0.034 0.001 0.008 -0.002 -0.000 0.003 0.000 0.022 -0.001 -0.003 0.002 0.012 0.005 | -| bplus_1 | -0.107 0.380 -0.148 0.295 0.338 -0.002 -0.167 -0.010 -0.157 0.027 1.000 0.071 0.048 -0.019 -0.969 0.014 -0.067 0.001 0.135 0.012 0.000 -0.219 -0.060 -0.145 | -| p4040_p | 0.310 -0.008 -0.196 0.061 -0.057 -0.005 0.059 -0.126 -0.042 0.034 0.071 1.000 -0.008 0.109 -0.078 0.002 -0.231 -0.005 0.043 -0.007 0.040 -0.018 0.113 0.106 | -| phi_p | 0.009 0.276 -0.016 -0.090 0.090 0.000 0.017 0.002 0.370 0.001 0.048 -0.008 1.000 -0.008 -0.041 0.005 -0.004 -0.000 -0.010 -0.002 0.001 -0.107 -0.005 -0.003 | -| p3770_s | 0.275 -0.032 -0.087 0.036 -0.064 -0.001 0.119 -0.337 -0.030 0.008 -0.019 0.109 -0.008 1.000 -0.005 0.001 0.116 0.001 0.031 -0.027 0.053 -0.003 0.042 -0.180 | -| bplus_0 | 0.035 -0.376 0.003 -0.345 -0.406 0.002 0.101 -0.050 0.182 -0.002 -0.969 -0.078 -0.041 -0.005 1.000 -0.015 -0.004 0.000 -0.072 0.007 -0.001 0.230 -0.022 0.080 | -| omega_p | -0.000 -0.006 0.003 0.054 0.002 -0.000 -0.000 0.001 -0.006 -0.000 0.014 0.002 0.005 0.001 -0.015 1.000 0.000 0.000 0.001 0.000 -0.000 -0.139 0.001 0.000 | -| p4040_s | -0.152 0.000 0.151 0.017 0.173 0.012 -0.076 0.025 -0.008 0.003 -0.067 -0.231 -0.004 0.116 -0.004 0.000 1.000 -0.007 -0.235 0.061 -0.029 -0.003 -0.011 -0.084 | -| p4160_s | 0.012 -0.001 -0.002 0.001 -0.008 -0.002 0.007 0.002 -0.001 0.000 0.001 -0.005 -0.000 0.001 0.000 0.000 -0.007 1.000 0.008 -0.001 0.001 0.000 0.004 0.006 | -| p4415_p | 0.091 -0.020 -0.157 0.052 -0.237 0.003 0.003 -0.068 -0.038 0.022 0.135 0.043 -0.010 0.031 -0.072 0.001 -0.235 0.008 1.000 0.009 0.007 -0.011 -0.057 0.028 | -| Ctt | 0.000 -0.012 -0.042 0.007 -0.135 -0.000 0.020 0.024 -0.006 -0.001 0.012 -0.007 -0.002 -0.027 0.007 0.000 0.061 -0.001 0.009 1.000 0.003 0.001 0.033 -0.043 | -| Dbar_s | -0.034 -0.003 0.065 0.001 0.011 -0.000 0.071 0.054 -0.001 -0.003 0.000 0.040 0.001 0.053 -0.001 -0.000 -0.029 0.001 0.007 0.003 1.000 0.001 -0.000 0.079 | -| omega_s | -0.000 -0.474 -0.022 -0.240 -0.101 0.001 -0.005 -0.017 0.028 0.002 -0.219 -0.018 -0.107 -0.003 0.230 -0.139 -0.003 0.000 -0.011 0.001 0.001 1.000 -0.010 0.004 | -| p4415_s | -0.011 -0.000 0.075 0.036 0.149 -0.004 -0.031 -0.035 -0.021 0.012 -0.060 0.113 -0.005 0.042 -0.022 0.001 -0.011 0.004 -0.057 0.033 -0.000 -0.010 1.000 0.008 | -| p3770_p | 0.290 -0.042 0.391 0.020 -0.174 0.000 0.330 0.107 -0.014 0.005 -0.145 0.106 -0.003 -0.180 0.080 0.000 -0.084 0.006 0.028 -0.043 0.079 0.004 0.008 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3649214925995521}), (, {'error': 0.33988241829208454}), (, {'error': 0.3574475113465674}), (, {'error': 0.34838163283024004}), (, {'error': 0.05517968890024738}), (, {'error': 0.012545648721504321}), (, {'error': 0.029300508119927127}), (, {'error': 0.031252289802219835}), (, {'error': 0.9532082880568922}), (, {'error': 0.029714117832501163}), (, {'error': 0.056041635856354244}), (, {'error': 0.1588659166570192}), (, {'error': 0.12843450854296634}), (, {'error': 0.23736660845217683}), (, {'error': 0.030830429409378746}), (, {'error': 0.15025749401155863}), (, {'error': 0.15874720626611866}), (, {'error': 0.012854635717644503}), (, {'error': 0.32021079548762277}), (, {'error': 0.07395136045093553}), (, {'error': 0.043666299337529774}), (, {'error': 1.0367221850152837}), (, {'error': 0.1831409651266134}), (, {'error': 0.10015952987471666})]) -Toy 6/25 -Time taken: 32 min, 21 s -Projected time left: 1 h, 42 min -Toy 6: Generating data... -Directory data/zfit_toys/toy_6 Created -Toy 6: Data generation finished -Toy 6: Loading data... -Toy 6: Loading data finished -Toy 6: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1315 (1315 total) | -| EDM = 0.000179 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297228.3320700288 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -2.1 | 1.1 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -2.4 | 1.0 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.9 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.13 | 0.10 | | | -2 | 2 | | -| 5 | p4160_p | 4.10 | 0.13 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.669 | 0.031 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 20.7 | 0.9 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.30 | 0.44 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.95 | 0.04 | | | -2 | 2 | | -| 11| p4040_p | -2.79 | 0.30 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -5.47 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.75 | 0.31 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.478 | 0.016 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.74 | 0.20 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.20 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.026 | 0.248 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.30 | 0.54 | | | -0.3 | 0.3 | | -| 21| omega_s | 4.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.126 | 0.026 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -3.01 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.206 0.814 0.026 0.578 -0.393 0.054 -0.171 -0.036 0.598 -0.659 -0.352 -0.023 -0.545 -0.273 -0.005 0.513 0.243 -0.015 -0.574 0.726 0.079 0.005 -0.559 | -| rho_s | -0.206 1.000 -0.108 0.125 -0.128 0.040 -0.037 0.001 -0.015 -0.164 0.053 0.029 0.084 0.080 0.268 0.037 -0.093 -0.059 0.003 0.071 -0.090 -0.495 -0.004 0.124 | -| Dbar_p | 0.814 -0.108 1.000 0.057 0.498 -0.575 -0.273 -0.420 -0.047 0.415 -0.396 -0.567 -0.029 -0.693 -0.137 -0.003 0.432 0.090 -0.006 -0.713 0.791 0.044 -0.008 -0.503 | -| rho_p | 0.026 0.125 0.057 1.000 0.232 -0.049 -0.018 -0.018 -0.163 0.013 0.013 -0.020 -0.257 -0.018 0.003 0.008 0.057 0.066 -0.001 0.036 0.054 0.239 0.001 -0.020 | -| bplus_2 | 0.578 -0.128 0.498 0.232 1.000 -0.311 -0.169 -0.094 -0.139 0.436 -0.519 -0.236 -0.074 -0.368 -0.170 -0.005 0.375 0.272 -0.010 0.055 0.397 0.069 0.009 -0.337 | -| p4160_p | -0.393 0.040 -0.575 -0.049 -0.311 1.000 0.362 0.223 0.030 -0.400 0.162 0.444 0.020 0.408 0.059 0.001 -0.566 -0.098 -0.003 0.182 -0.364 -0.020 0.022 0.418 | -| jpsi_p | 0.054 -0.037 -0.273 -0.018 -0.169 0.362 1.000 0.295 -0.018 -0.101 -0.074 0.292 -0.005 0.300 -0.013 -0.000 -0.053 0.042 -0.004 -0.025 -0.020 0.006 0.015 0.116 | -| psi2s_p | -0.171 0.001 -0.420 -0.018 -0.094 0.223 0.295 1.000 0.010 -0.121 0.026 0.157 0.009 0.099 -0.002 0.000 -0.073 -0.027 -0.001 0.448 -0.258 -0.002 0.006 0.190 | -| phi_s | -0.036 -0.015 -0.047 -0.163 -0.139 0.030 -0.018 0.010 1.000 -0.024 0.021 0.012 0.555 0.015 -0.012 0.000 -0.042 -0.045 0.001 -0.003 -0.043 -0.038 -0.001 0.021 | -| DDstar_s | 0.598 -0.164 0.415 0.013 0.436 -0.400 -0.101 -0.121 -0.024 1.000 -0.517 -0.281 -0.020 -0.374 -0.221 -0.004 0.359 0.157 -0.009 -0.258 0.437 0.063 -0.001 -0.461 | -| bplus_1 | -0.659 0.053 -0.396 0.013 -0.519 0.162 -0.074 0.026 0.021 -0.517 1.000 0.125 -0.003 0.285 -0.371 0.001 -0.316 -0.206 0.011 0.206 -0.324 -0.011 -0.012 0.380 | -| p4040_p | -0.352 0.029 -0.567 -0.020 -0.236 0.444 0.292 0.157 0.012 -0.281 0.125 1.000 0.010 0.372 0.052 0.001 -0.367 0.270 -0.003 0.273 -0.410 -0.013 0.013 0.352 | -| phi_p | -0.023 0.084 -0.029 -0.257 -0.074 0.020 -0.005 0.009 0.555 -0.020 -0.003 0.010 1.000 0.014 0.015 0.009 -0.023 -0.022 0.001 0.005 -0.023 -0.128 -0.000 0.018 | -| p3770_s | -0.545 0.080 -0.693 -0.018 -0.368 0.408 0.300 0.099 0.015 -0.374 0.285 0.372 0.014 1.000 0.131 0.002 -0.218 -0.050 0.004 0.425 -0.514 -0.032 0.006 0.207 | -| bplus_0 | -0.273 0.268 -0.137 0.003 -0.170 0.059 -0.013 -0.002 -0.012 -0.221 -0.371 0.052 0.015 0.131 1.000 0.007 -0.116 -0.057 0.004 0.072 -0.107 -0.109 -0.005 0.185 | -| omega_p | -0.005 0.037 -0.003 0.008 -0.005 0.001 -0.000 0.000 0.000 -0.004 0.001 0.001 0.009 0.002 0.007 1.000 -0.003 -0.002 0.000 0.001 -0.002 -0.104 -0.000 0.003 | -| p4040_s | 0.513 -0.093 0.432 0.057 0.375 -0.566 -0.053 -0.073 -0.042 0.359 -0.316 -0.367 -0.023 -0.218 -0.116 -0.003 1.000 0.008 -0.005 -0.088 0.323 0.040 -0.010 -0.374 | -| p4160_s | 0.243 -0.059 0.090 0.066 0.272 -0.098 0.042 -0.027 -0.045 0.157 -0.206 0.270 -0.022 -0.050 -0.057 -0.002 0.008 1.000 -0.011 0.068 0.055 0.028 -0.008 -0.118 | -| p4415_p | -0.015 0.003 -0.006 -0.001 -0.010 -0.003 -0.004 -0.001 0.001 -0.009 0.011 -0.003 0.001 0.004 0.004 0.000 -0.005 -0.011 1.000 0.001 -0.006 -0.001 -0.016 0.007 | -| Ctt | -0.574 0.071 -0.713 0.036 0.055 0.182 -0.025 0.448 -0.003 -0.258 0.206 0.273 0.005 0.425 0.072 0.001 -0.088 0.068 0.001 1.000 -0.645 -0.024 0.000 0.294 | -| Dbar_s | 0.726 -0.090 0.791 0.054 0.397 -0.364 -0.020 -0.258 -0.043 0.437 -0.324 -0.410 -0.023 -0.514 -0.107 -0.002 0.323 0.055 -0.006 -0.645 1.000 0.037 -0.004 -0.250 | -| omega_s | 0.079 -0.495 0.044 0.239 0.069 -0.020 0.006 -0.002 -0.038 0.063 -0.011 -0.013 -0.128 -0.032 -0.109 -0.104 0.040 0.028 -0.001 -0.024 0.037 1.000 0.002 -0.051 | -| p4415_s | 0.005 -0.004 -0.008 0.001 0.009 0.022 0.015 0.006 -0.001 -0.001 -0.012 0.013 -0.000 0.006 -0.005 -0.000 -0.010 -0.008 -0.016 0.000 -0.004 0.002 1.000 0.004 | -| p3770_p | -0.559 0.124 -0.503 -0.020 -0.337 0.418 0.116 0.190 0.021 -0.461 0.380 0.352 0.018 0.207 0.185 0.003 -0.374 -0.118 0.007 0.294 -0.250 -0.051 0.004 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 1.126045390624605}), (, {'error': 0.336412118041432}), (, {'error': 1.046349921420179}), (, {'error': 0.3588026542046219}), (, {'error': 0.09706783819086384}), (, {'error': 0.13020441747199207}), (, {'error': 0.031387304487059176}), (, {'error': 0.03710937217788768}), (, {'error': 0.948728429341239}), (, {'error': 0.4392769141527617}), (, {'error': 0.043304209787383696}), (, {'error': 0.30076114176657254}), (, {'error': 0.16675695833632265}), (, {'error': 0.31234981414446095}), (, {'error': 0.015976507541617613}), (, {'error': 0.10872187813652356}), (, {'error': 0.201118152177798}), (, {'error': 0.16049571763701254}), (, {'error': 0.14553607291579995}), (, {'error': 0.24833019765781184}), (, {'error': 0.5363266420709921}), (, {'error': 0.9475327953119095}), (, {'error': 0.026022477767043903}), (, {'error': 0.13340391809851893})]) -Toy 7/25 -Time taken: 38 min, 11 s -Projected time left: 1 h, 38 min -Toy 7: Generating data... -Directory data/zfit_toys/toy_7 Created -Toy 7: Data generation finished -Toy 7: Loading data... -Toy 7: Loading data finished -Toy 7: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1286 (1286 total) | -| EDM = 0.000315 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297180.0939052788 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.1 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.8 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -0.9 | 0.9 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.05 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.12 | 0.09 | | | -2 | 2 | | -| 5 | p4160_p | 4.12 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.64 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.79 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.9 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | -2.70 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 6.09 | 0.24 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.16 | 0.26 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | | -| 15| omega_p | 0.13 | 0.33 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.86 | 0.18 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.37 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.30 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.05 | 0.20 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.24 | 0.12 | | | -0.3 | 0.3 | | -| 21| omega_s | 7.0 | 1.4 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.55 | 0.19 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.38 | 0.18 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.022 0.326 0.002 0.015 -0.213 -0.118 -0.052 -0.011 0.061 -0.018 -0.158 0.000 -0.062 -0.038 -0.003 -0.082 -0.107 -0.282 0.026 -0.354 -0.008 -0.001 0.100 | -| rho_s | 0.022 1.000 0.064 0.265 -0.111 0.005 0.040 0.024 0.068 0.019 0.149 0.017 0.075 0.025 -0.187 0.040 0.023 0.037 0.015 0.030 -0.013 -0.061 0.029 0.024 | -| Dbar_p | 0.326 0.064 1.000 -0.060 0.334 0.437 0.641 0.326 -0.017 -0.053 -0.113 0.225 0.014 0.301 -0.166 -0.017 -0.273 -0.181 0.099 -0.433 -0.571 -0.051 -0.077 0.689 | -| rho_p | 0.002 0.265 -0.060 1.000 -0.287 -0.020 -0.069 -0.014 0.153 -0.027 -0.251 0.005 0.098 0.003 0.275 0.252 0.034 0.058 0.034 0.128 0.030 0.570 0.011 -0.035 | -| bplus_2 | 0.015 -0.111 0.334 -0.287 1.000 0.154 0.379 0.081 0.056 0.078 -0.130 0.075 -0.017 0.146 -0.095 -0.069 -0.117 -0.154 -0.096 -0.680 -0.222 -0.103 0.010 0.222 | -| p4160_p | -0.213 0.005 0.437 -0.020 0.154 1.000 0.513 0.174 -0.001 -0.029 -0.028 0.328 0.005 0.222 -0.035 -0.004 -0.516 -0.156 0.454 -0.427 -0.417 -0.012 -0.052 0.469 | -| jpsi_p | -0.118 0.040 0.641 -0.069 0.379 0.513 1.000 0.343 -0.027 -0.078 -0.025 0.307 0.002 0.372 -0.173 -0.025 -0.207 -0.135 0.246 -0.467 -0.541 -0.056 -0.105 0.506 | -| psi2s_p | -0.052 0.024 0.326 -0.014 0.081 0.174 0.343 1.000 -0.011 -0.045 -0.037 0.012 0.005 -0.098 -0.054 -0.005 -0.055 -0.085 0.065 0.113 -0.363 -0.017 -0.016 0.250 | -| phi_s | -0.011 0.068 -0.017 0.153 0.056 -0.001 -0.027 -0.011 1.000 -0.006 -0.081 -0.009 0.678 -0.012 0.086 0.062 -0.013 -0.021 -0.009 -0.025 -0.003 0.087 -0.014 -0.008 | -| DDstar_s | 0.061 0.019 -0.053 -0.027 0.078 -0.029 -0.078 -0.045 -0.006 1.000 -0.060 -0.029 -0.001 -0.003 -0.041 -0.011 -0.042 -0.022 -0.073 0.014 -0.016 -0.021 -0.009 0.016 | -| bplus_1 | -0.018 0.149 -0.113 -0.251 -0.130 -0.028 -0.025 -0.037 -0.081 -0.060 1.000 0.002 0.010 -0.043 -0.925 -0.087 0.021 0.009 0.048 0.092 0.012 -0.192 -0.034 -0.109 | -| p4040_p | -0.158 0.017 0.225 0.005 0.075 0.328 0.307 0.012 -0.009 -0.029 0.002 1.000 0.005 0.120 -0.041 0.001 -0.252 0.283 0.252 -0.243 -0.320 -0.004 0.031 0.325 | -| phi_p | 0.000 0.075 0.014 0.098 -0.017 0.005 0.002 0.005 0.678 -0.001 0.010 0.005 1.000 0.007 -0.018 0.018 0.002 0.004 0.005 0.000 -0.010 0.007 0.003 0.006 | -| p3770_s | -0.062 0.025 0.301 0.003 0.146 0.222 0.372 -0.098 -0.012 -0.003 -0.043 0.120 0.007 1.000 -0.053 0.000 0.030 -0.015 0.125 -0.166 -0.379 -0.009 -0.010 0.118 | -| bplus_0 | -0.038 -0.187 -0.166 0.275 -0.095 -0.035 -0.173 -0.054 0.086 -0.041 -0.925 -0.041 -0.018 -0.053 1.000 0.094 -0.014 -0.015 -0.011 0.077 0.071 0.214 -0.038 -0.062 | -| omega_p | -0.003 0.040 -0.017 0.252 -0.069 -0.004 -0.025 -0.005 0.062 -0.011 -0.087 0.001 0.018 0.000 0.094 1.000 0.006 0.012 0.009 0.029 0.003 0.669 -0.000 -0.010 | -| p4040_s | -0.082 0.023 -0.273 0.034 -0.117 -0.516 -0.207 -0.055 -0.013 -0.042 0.021 -0.252 0.002 0.030 -0.014 0.006 1.000 0.006 -0.269 0.387 0.198 0.008 0.123 -0.246 | -| p4160_s | -0.107 0.037 -0.181 0.058 -0.154 -0.156 -0.135 -0.085 -0.021 -0.022 0.009 0.283 0.004 -0.015 -0.015 0.012 0.006 1.000 -0.188 0.267 0.099 0.014 0.282 -0.104 | -| p4415_p | -0.282 0.015 0.099 0.034 -0.096 0.454 0.246 0.065 -0.009 -0.073 0.048 0.252 0.005 0.125 -0.011 0.009 -0.269 -0.188 1.000 -0.150 -0.188 0.010 -0.118 0.210 | -| Ctt | 0.026 0.030 -0.433 0.128 -0.680 -0.427 -0.467 0.113 -0.025 0.014 0.092 -0.243 0.000 -0.166 0.077 0.029 0.387 0.267 -0.150 1.000 0.081 0.048 0.223 -0.351 | -| Dbar_s | -0.354 -0.013 -0.571 0.030 -0.222 -0.417 -0.541 -0.363 -0.003 -0.016 0.012 -0.320 -0.010 -0.379 0.071 0.003 0.198 0.099 -0.188 0.081 1.000 0.016 0.081 -0.477 | -| omega_s | -0.008 -0.061 -0.051 0.570 -0.103 -0.012 -0.056 -0.017 0.087 -0.021 -0.192 -0.004 0.007 -0.009 0.214 0.669 0.008 0.014 0.010 0.048 0.016 1.000 -0.006 -0.027 | -| p4415_s | -0.001 0.029 -0.077 0.011 0.010 -0.052 -0.105 -0.016 -0.014 -0.009 -0.034 0.031 0.003 -0.010 -0.038 -0.000 0.123 0.282 -0.118 0.223 0.081 -0.006 1.000 -0.086 | -| p3770_p | 0.100 0.024 0.689 -0.035 0.222 0.469 0.506 0.250 -0.008 0.016 -0.109 0.325 0.006 0.118 -0.062 -0.010 -0.246 -0.104 0.210 -0.351 -0.477 -0.027 -0.086 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.4300794054762571}), (, {'error': 0.3410983949140661}), (, {'error': 0.8737421227763185}), (, {'error': 0.23083451916976339}), (, {'error': 0.09217937280903521}), (, {'error': 0.12230917536760533}), (, {'error': 0.0368258077716388}), (, {'error': 0.03494410918275648}), (, {'error': 1.1397798203966722}), (, {'error': 0.11678167305040578}), (, {'error': 0.06381954718730354}), (, {'error': 0.22895494805689642}), (, {'error': 0.24405159913603303}), (, {'error': 0.2627469985091153}), (, {'error': 0.034020299748456995}), (, {'error': 0.3293039730525549}), (, {'error': 0.18401334890627585}), (, {'error': 0.1732836090440648}), (, {'error': 0.1552107209539253}), (, {'error': 0.19711985954202793}), (, {'error': 0.11824905455972018}), (, {'error': 1.3793007301995175}), (, {'error': 0.19153384347194957}), (, {'error': 0.1791273040870882})]) -Toy 8/25 -Time taken: 44 min, 9 s -Projected time left: 1 h, 33 min -Toy 8: Generating data... -Directory data/zfit_toys/toy_8 Created -Toy 8: Data generation finished -Toy 8: Loading data... -Toy 8: Loading data finished -Toy 8: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1737 (1737 total) | -| EDM = 0.000187 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297302.27362767287 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -3.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 4.6 | 0.5 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.12 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | 3.98 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.59 | 0.04 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 15.8 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.10 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.86 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | -2.87 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 5.76 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.44 | 0.26 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.430 | 0.030 | | | -2 | 2 | | -| 15| omega_p | 0.04 | 0.29 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.94 | 0.18 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.56 | 0.21 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.07 | 0.21 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | | -| 21| omega_s | 7.6 | 1.2 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.20 | 0.20 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.96 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.013 -0.267 0.018 -0.202 -0.741 -0.769 -0.383 -0.024 0.183 0.054 -0.540 -0.019 -0.402 0.018 -0.001 0.060 -0.088 -0.544 0.345 0.163 -0.003 0.114 -0.420 | -| rho_s | -0.013 1.000 0.118 -0.015 -0.069 -0.016 0.039 0.001 0.016 0.024 0.333 -0.007 0.068 -0.006 -0.400 -0.076 0.038 0.038 0.007 -0.012 0.029 -0.360 0.037 0.011 | -| Dbar_p | -0.267 0.118 1.000 -0.018 0.195 0.128 0.216 -0.044 -0.023 -0.134 -0.197 -0.059 0.018 -0.079 -0.099 -0.012 -0.069 -0.091 -0.037 -0.555 0.156 -0.051 0.073 0.407 | -| rho_p | 0.018 -0.015 -0.018 1.000 -0.101 -0.007 -0.021 -0.002 0.033 -0.005 -0.098 0.001 0.018 0.004 0.109 0.021 0.006 0.014 0.006 0.043 -0.004 0.172 -0.008 -0.006 | -| bplus_2 | -0.202 -0.069 0.195 -0.101 1.000 0.107 0.278 0.010 0.134 0.043 -0.243 0.056 -0.002 0.083 0.045 -0.027 -0.028 -0.073 -0.049 -0.647 0.066 0.053 0.141 0.088 | -| p4160_p | -0.741 -0.016 0.128 -0.007 0.107 1.000 0.608 0.221 0.019 -0.113 -0.015 0.459 0.009 0.279 0.017 0.003 -0.389 -0.036 0.583 -0.399 0.011 0.011 -0.168 0.396 | -| jpsi_p | -0.769 0.039 0.216 -0.021 0.278 0.608 1.000 0.318 0.001 -0.160 -0.015 0.427 0.014 0.370 -0.084 -0.008 -0.065 0.027 0.416 -0.430 0.063 -0.018 -0.107 0.334 | -| psi2s_p | -0.383 0.001 -0.044 -0.002 0.010 0.221 0.318 1.000 0.003 -0.076 -0.005 0.096 0.005 -0.089 0.001 0.001 0.044 0.014 0.178 0.156 0.030 -0.000 -0.008 0.140 | -| phi_s | -0.024 0.016 -0.023 0.033 0.134 0.019 0.001 0.003 1.000 -0.005 -0.065 0.004 0.480 -0.002 0.072 0.018 -0.022 -0.032 -0.007 -0.052 -0.007 0.025 -0.007 0.002 | -| DDstar_s | 0.183 0.024 -0.134 -0.005 0.043 -0.113 -0.160 -0.076 -0.005 1.000 -0.051 -0.084 -0.000 -0.037 -0.016 -0.005 -0.030 -0.034 -0.124 0.083 0.009 -0.011 0.014 -0.036 | -| bplus_1 | 0.054 0.333 -0.197 -0.098 -0.243 -0.015 -0.015 -0.005 -0.065 -0.051 1.000 0.027 0.048 -0.009 -0.925 -0.050 0.006 0.017 0.057 0.169 -0.042 -0.147 -0.090 -0.131 | -| p4040_p | -0.540 -0.007 -0.059 0.001 0.056 0.459 0.427 0.096 0.004 -0.084 0.027 1.000 0.007 0.210 -0.009 0.004 -0.191 0.343 0.405 -0.203 -0.011 0.004 -0.041 0.282 | -| phi_p | -0.019 0.068 0.018 0.018 -0.002 0.009 0.014 0.005 0.480 -0.000 0.048 0.007 1.000 0.006 -0.061 -0.016 0.004 0.006 0.009 -0.012 0.005 -0.056 0.003 0.005 | -| p3770_s | -0.402 -0.006 -0.079 0.004 0.083 0.279 0.370 -0.089 -0.002 -0.037 -0.009 0.210 0.006 1.000 -0.000 0.004 0.120 0.086 0.243 -0.104 0.029 0.002 -0.026 -0.079 | -| bplus_0 | 0.018 -0.400 -0.099 0.109 0.045 0.017 -0.084 0.001 0.072 -0.016 -0.925 -0.009 -0.061 -0.000 1.000 0.056 -0.052 -0.052 -0.026 0.022 -0.031 0.172 -0.033 0.029 | -| omega_p | -0.001 -0.076 -0.012 0.021 -0.027 0.003 -0.008 0.001 0.018 -0.005 -0.050 0.004 -0.016 0.004 0.056 1.000 -0.000 0.003 0.005 0.011 -0.003 0.645 -0.005 -0.002 | -| p4040_s | 0.060 0.038 -0.069 0.006 -0.028 -0.389 -0.065 0.044 -0.022 -0.030 0.006 -0.191 0.004 0.120 -0.052 -0.000 1.000 -0.037 -0.209 0.313 -0.071 -0.019 0.187 -0.126 | -| p4160_s | -0.088 0.038 -0.091 0.014 -0.073 -0.036 0.027 0.014 -0.032 -0.034 0.017 0.343 0.006 0.086 -0.052 0.003 -0.037 1.000 -0.042 0.211 -0.065 -0.021 0.316 0.002 | -| p4415_p | -0.544 0.007 -0.037 0.006 -0.049 0.583 0.416 0.178 -0.007 -0.124 0.057 0.405 0.009 0.243 -0.026 0.005 -0.209 -0.042 1.000 -0.118 -0.062 -0.003 -0.219 0.241 | -| Ctt | 0.345 -0.012 -0.555 0.043 -0.647 -0.399 -0.430 0.156 -0.052 0.083 0.169 -0.203 -0.012 -0.104 0.022 0.011 0.313 0.211 -0.118 1.000 -0.072 -0.009 0.152 -0.324 | -| Dbar_s | 0.163 0.029 0.156 -0.004 0.066 0.011 0.063 0.030 -0.007 0.009 -0.042 -0.011 0.005 0.029 -0.031 -0.003 -0.071 -0.065 -0.062 -0.072 1.000 -0.012 0.014 0.185 | -| omega_s | -0.003 -0.360 -0.051 0.172 0.053 0.011 -0.018 -0.000 0.025 -0.011 -0.147 0.004 -0.056 0.002 0.172 0.645 -0.019 -0.021 -0.003 -0.009 -0.012 1.000 -0.016 -0.005 | -| p4415_s | 0.114 0.037 0.073 -0.008 0.141 -0.168 -0.107 -0.008 -0.007 0.014 -0.090 -0.041 0.003 -0.026 -0.033 -0.005 0.187 0.316 -0.219 0.152 0.014 -0.016 1.000 -0.073 | -| p3770_p | -0.420 0.011 0.407 -0.006 0.088 0.396 0.334 0.140 0.002 -0.036 -0.131 0.282 0.005 -0.079 0.029 -0.002 -0.126 0.002 0.241 -0.324 0.185 -0.005 -0.073 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.7165769039941632}), (, {'error': 0.37457110933731874}), (, {'error': 0.5206330013862237}), (, {'error': 0.3721108527765917}), (, {'error': 0.08070222550088957}), (, {'error': 0.14294682782676027}), (, {'error': 0.037397770421217835}), (, {'error': 0.03502561923229397}), (, {'error': 0.9727248448725154}), (, {'error': 0.10396373108521495}), (, {'error': 0.060273864772966146}), (, {'error': 0.23063517284699175}), (, {'error': 0.18006354992106388}), (, {'error': 0.259364396026464}), (, {'error': 0.029926800096462758}), (, {'error': 0.2925460307165433}), (, {'error': 0.17679075164814467}), (, {'error': 0.1693300533779274}), (, {'error': 0.21190408004013572}), (, {'error': 0.21171632116873174}), (, {'error': 0.404493512301978}), (, {'error': 1.181066177315408}), (, {'error': 0.19851707824380305}), (, {'error': 0.13347886420961474})]) -Toy 9/25 -Time taken: 51 min, 7 s -Projected time left: 1 h, 30 min -Toy 9: Generating data... -Directory data/zfit_toys/toy_9 Created -Toy 9: Data generation finished -Toy 9: Loading data... -Toy 9: Loading data finished -Toy 9: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=266 (266 total) | -| EDM = 6.57E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297261.1309772311 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 5.33 | 0.07 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.034 | 0.020 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 5.48 | 0.08 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -5.4 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.21 | 0.04 | | | -2 | 2 | | -| 5 | p4160_p | 4.175 | 0.027 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.630 | 0.010 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.926 | 0.010 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16 | 5 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 2.999E-1 | 0.011E-1 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.795 | 0.005 | | | -2 | 2 | | -| 11| p4040_p | 4.42 | 0.05 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 6 | 8 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.25 | 0.07 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.428 | 0.003 | | | -2 | 2 | | -| 15| omega_p | 6.04 | 0.07 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.97 | 0.05 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.41 | 0.05 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.09 | 0.06 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.60 | 0.06 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 2.985E-1 | 0.026E-1 | | | -0.3 | 0.3 | | -| 21| omega_s | 7.42 | 0.26 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.28 | 0.06 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.69 | 0.03 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.246 0.518 -0.030 -0.719 0.196 0.462 0.150 -0.756 -0.068 -0.660 0.067 -0.757 0.258 -0.656 -0.550 0.208 0.170 0.195 0.618 0.062 0.462 0.110 0.165 | -| rho_s | -0.246 1.000 -0.238 -0.015 0.312 -0.078 -0.186 -0.065 0.322 0.030 0.295 -0.020 0.322 -0.108 0.293 0.230 -0.094 -0.082 -0.089 -0.264 -0.027 -0.192 -0.056 -0.063 | -| Dbar_p | 0.518 -0.238 1.000 -0.029 -0.689 0.174 0.457 0.149 -0.729 -0.067 -0.639 0.052 -0.730 0.245 -0.635 -0.531 0.197 0.170 0.187 0.580 0.059 0.446 0.119 0.170 | -| rho_p | -0.030 -0.015 -0.029 1.000 0.038 -0.010 -0.023 -0.008 0.040 0.004 0.036 -0.002 0.040 -0.013 0.035 0.027 -0.012 -0.010 -0.011 -0.033 -0.003 -0.020 -0.007 -0.008 | -| bplus_2 | -0.719 0.312 -0.689 0.038 1.000 -0.220 -0.557 -0.191 0.957 0.088 0.859 -0.055 0.958 -0.312 0.854 0.697 -0.271 -0.238 -0.255 -0.763 -0.078 -0.585 -0.170 -0.184 | -| p4160_p | 0.196 -0.078 0.174 -0.010 -0.220 1.000 0.143 0.033 -0.240 -0.020 -0.218 0.035 -0.240 0.070 -0.216 -0.174 0.019 0.049 0.086 0.167 0.017 0.146 0.070 0.058 | -| jpsi_p | 0.462 -0.186 0.457 -0.023 -0.557 0.143 1.000 0.111 -0.573 -0.053 -0.532 0.038 -0.574 0.197 -0.529 -0.417 0.169 0.146 0.162 0.487 0.047 0.350 0.098 0.107 | -| psi2s_p | 0.150 -0.065 0.149 -0.008 -0.191 0.033 0.111 1.000 -0.201 -0.015 -0.171 0.005 -0.201 0.011 -0.169 -0.146 0.029 0.034 0.040 0.171 0.013 0.122 0.028 0.037 | -| phi_s | -0.756 0.322 -0.729 0.040 0.957 -0.240 -0.573 -0.201 1.000 0.093 0.904 -0.061 0.999 -0.333 0.898 0.724 -0.290 -0.252 -0.274 -0.811 -0.083 -0.608 -0.173 -0.192 | -| DDstar_s | -0.068 0.030 -0.067 0.004 0.088 -0.020 -0.053 -0.015 0.093 1.000 0.082 -0.006 0.093 -0.029 0.082 0.068 -0.024 -0.021 -0.023 -0.075 -0.007 -0.057 -0.015 -0.018 | -| bplus_1 | -0.660 0.295 -0.639 0.036 0.859 -0.218 -0.532 -0.171 0.904 0.082 1.000 -0.065 0.905 -0.293 0.794 0.658 -0.250 -0.212 -0.238 -0.733 -0.074 -0.552 -0.142 -0.177 | -| p4040_p | 0.067 -0.020 0.052 -0.002 -0.055 0.035 0.038 0.005 -0.061 -0.006 -0.065 1.000 -0.061 -0.002 -0.065 -0.044 0.003 0.074 0.042 0.017 0.004 0.037 0.021 0.018 | -| phi_p | -0.757 0.322 -0.730 0.040 0.958 -0.240 -0.574 -0.201 0.999 0.093 0.905 -0.061 1.000 -0.333 0.900 0.725 -0.290 -0.253 -0.275 -0.812 -0.083 -0.609 -0.173 -0.193 | -| p3770_s | 0.258 -0.108 0.245 -0.013 -0.312 0.070 0.197 0.011 -0.333 -0.029 -0.293 -0.002 -0.333 1.000 -0.290 -0.242 0.092 0.087 0.089 0.251 0.024 0.203 0.060 0.032 | -| bplus_0 | -0.656 0.293 -0.635 0.035 0.854 -0.216 -0.529 -0.169 0.898 0.082 0.794 -0.065 0.900 -0.290 1.000 0.654 -0.248 -0.211 -0.236 -0.728 -0.073 -0.549 -0.141 -0.176 | -| omega_p | -0.550 0.230 -0.531 0.027 0.697 -0.174 -0.417 -0.146 0.724 0.068 0.658 -0.044 0.725 -0.242 0.654 1.000 -0.211 -0.184 -0.200 -0.591 -0.060 -0.415 -0.126 -0.140 | -| p4040_s | 0.208 -0.094 0.197 -0.012 -0.271 0.019 0.169 0.029 -0.290 -0.024 -0.250 0.003 -0.290 0.092 -0.248 -0.211 1.000 0.075 0.067 0.232 0.022 0.177 0.060 0.067 | -| p4160_s | 0.170 -0.082 0.170 -0.010 -0.238 0.049 0.146 0.034 -0.252 -0.021 -0.212 0.074 -0.253 0.087 -0.211 -0.184 0.075 1.000 0.037 0.222 0.020 0.154 0.056 0.052 | -| p4415_p | 0.195 -0.089 0.187 -0.011 -0.255 0.086 0.162 0.040 -0.274 -0.023 -0.238 0.042 -0.275 0.089 -0.236 -0.200 0.067 0.037 1.000 0.223 0.021 0.167 0.039 0.060 | -| Ctt | 0.618 -0.264 0.580 -0.033 -0.763 0.167 0.487 0.171 -0.811 -0.075 -0.733 0.017 -0.812 0.251 -0.728 -0.591 0.232 0.222 0.223 1.000 0.066 0.496 0.164 0.148 | -| Dbar_s | 0.062 -0.027 0.059 -0.003 -0.078 0.017 0.047 0.013 -0.083 -0.007 -0.074 0.004 -0.083 0.024 -0.073 -0.060 0.022 0.020 0.021 0.066 1.000 0.051 0.014 0.015 | -| omega_s | 0.462 -0.192 0.446 -0.020 -0.585 0.146 0.350 0.122 -0.608 -0.057 -0.552 0.037 -0.609 0.203 -0.549 -0.415 0.177 0.154 0.167 0.496 0.051 1.000 0.106 0.117 | -| p4415_s | 0.110 -0.056 0.119 -0.007 -0.170 0.070 0.098 0.028 -0.173 -0.015 -0.142 0.021 -0.173 0.060 -0.141 -0.126 0.060 0.056 0.039 0.164 0.014 0.106 1.000 0.031 | -| p3770_p | 0.165 -0.063 0.170 -0.008 -0.184 0.058 0.107 0.037 -0.192 -0.018 -0.177 0.018 -0.193 0.032 -0.176 -0.140 0.067 0.052 0.060 0.148 0.015 0.117 0.031 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.07421698670936827}), (, {'error': 0.020192537433441113}), (, {'error': 0.08271861641485057}), (, {'error': 0.34500536240756485}), (, {'error': 0.04216323961909607}), (, {'error': 0.02663103473808004}), (, {'error': 0.009998238684601368}), (, {'error': 0.010188476690942139}), (, {'error': 4.876533561515614}), (, {'error': 0.0011499175628832403}), (, {'error': 0.005437710793960493}), (, {'error': 0.054817543543615344}), (, {'error': 8.341776029136302}), (, {'error': 0.06876975431432708}), (, {'error': 0.0029551631395259292}), (, {'error': 0.07454021469255867}), (, {'error': 0.04756030521115234}), (, {'error': 0.04793739998299751}), (, {'error': 0.05756444597893218}), (, {'error': 0.05643659540603563}), (, {'error': 0.002552718394147946}), (, {'error': 0.2645846568150487}), (, {'error': 0.05507038841498113}), (, {'error': 0.03294667897949921})]) -Toy 10/25 -Time taken: 54 min, 40 s -Projected time left: 1 h, 22 min -Toy 10: Generating data... -Directory data/zfit_toys/toy_10 Created -Toy 10: Data generation finished -Toy 10: Loading data... -Toy 10: Loading data finished -Toy 10: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.975E+05 | Ncalls=1582 (1582 total) | -| EDM = 3.73E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297470.76982132747 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.21 | 0.28 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 0.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.28 | 0.23 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.010 | 0.084 | | | -2 | 2 | | -| 5 | p4160_p | 4.05 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.62 | 0.03 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 20.2 | 1.2 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.94 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | -2.61 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -5.69 | 0.22 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.43 | 0.28 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.456 | 0.031 | | | -2 | 2 | | -| 15| omega_p | 0.5 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.19 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.14 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.12 | 0.18 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.26 | 0.18 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.30 | 0.48 | | | -0.3 | 0.3 | | -| 21| omega_s | 7.0 | 2.0 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.31 | 0.19 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -3.00 | 0.13 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.013 -0.314 0.001 0.005 -0.044 -0.021 0.040 0.003 0.034 0.028 0.011 -0.001 0.063 0.006 0.004 -0.046 -0.032 -0.068 0.161 -0.124 0.007 -0.014 0.042 | -| rho_s | -0.013 1.000 0.055 0.007 -0.082 -0.053 -0.006 -0.018 -0.101 0.025 0.319 -0.037 -0.021 -0.025 -0.357 -0.095 0.048 0.040 -0.023 0.010 0.069 -0.309 0.044 -0.047 | -| Dbar_p | -0.314 0.055 1.000 0.004 -0.162 -0.615 -0.697 -0.513 -0.036 -0.033 -0.095 -0.613 -0.015 -0.579 -0.024 -0.024 0.117 -0.005 -0.430 -0.285 0.388 -0.037 0.122 -0.493 | -| rho_p | 0.001 0.007 0.004 1.000 -0.072 0.000 -0.008 -0.001 -0.036 -0.005 -0.060 0.002 -0.072 0.003 0.063 0.045 0.007 0.011 0.009 0.028 -0.003 0.097 -0.000 0.001 | -| bplus_2 | 0.005 -0.082 -0.162 -0.072 1.000 0.068 0.255 0.044 0.125 0.071 -0.249 0.084 0.013 0.124 0.113 0.004 -0.037 -0.068 -0.088 -0.558 0.022 0.050 0.066 0.051 | -| p4160_p | -0.044 -0.053 -0.615 0.000 0.068 1.000 0.510 0.250 0.024 0.033 0.071 0.509 0.009 0.329 0.044 0.017 -0.462 -0.105 0.515 -0.083 -0.200 0.028 -0.094 0.428 | -| jpsi_p | -0.021 -0.006 -0.697 -0.008 0.255 0.510 1.000 0.391 -0.009 0.007 0.097 0.471 -0.007 0.473 -0.065 -0.006 -0.099 -0.034 0.345 -0.044 -0.178 -0.004 -0.120 0.366 | -| psi2s_p | 0.040 -0.018 -0.513 -0.001 0.044 0.250 0.391 1.000 0.009 0.004 0.041 0.194 0.006 0.067 0.005 0.007 -0.043 -0.036 0.170 0.371 -0.199 0.010 -0.038 0.257 | -| phi_s | 0.003 -0.101 -0.036 -0.036 0.125 0.024 -0.009 0.009 1.000 -0.005 -0.120 0.013 0.711 0.005 0.134 0.016 -0.033 -0.036 -0.002 -0.033 -0.029 0.025 -0.022 0.021 | -| DDstar_s | 0.034 0.025 -0.033 -0.005 0.071 0.033 0.007 0.004 -0.005 1.000 -0.043 0.028 -0.001 0.031 -0.027 -0.007 -0.039 -0.024 -0.011 -0.002 -0.038 -0.011 -0.016 0.062 | -| bplus_1 | 0.028 0.319 -0.095 -0.060 -0.249 0.071 0.097 0.041 -0.120 -0.043 1.000 0.069 -0.022 0.041 -0.956 -0.088 -0.006 0.010 0.103 0.102 -0.099 -0.148 -0.054 -0.013 | -| p4040_p | 0.011 -0.037 -0.613 0.002 0.084 0.509 0.471 0.194 0.013 0.028 0.069 1.000 0.006 0.301 0.015 0.013 -0.227 0.257 0.390 -0.015 -0.236 0.020 -0.045 0.423 | -| phi_p | -0.001 -0.021 -0.015 -0.072 0.013 0.009 -0.007 0.006 0.711 -0.001 -0.022 0.006 1.000 0.005 0.030 -0.065 -0.006 -0.005 0.004 0.009 -0.007 -0.076 -0.005 0.009 | -| p3770_s | 0.063 -0.025 -0.579 0.003 0.124 0.329 0.473 0.067 0.005 0.031 0.041 0.301 0.005 1.000 0.001 0.011 0.048 0.031 0.245 0.099 -0.240 0.014 -0.042 0.094 | -| bplus_0 | 0.006 -0.357 -0.024 0.063 0.113 0.044 -0.065 0.005 0.134 -0.027 -0.956 0.015 0.030 0.001 1.000 0.096 -0.071 -0.064 0.002 -0.005 -0.066 0.163 -0.057 0.067 | -| omega_p | 0.004 -0.095 -0.024 0.045 0.004 0.017 -0.006 0.007 0.016 -0.007 -0.088 0.013 -0.065 0.011 0.096 1.000 -0.010 -0.007 0.011 0.006 -0.021 0.886 -0.011 0.012 | -| p4040_s | -0.046 0.048 0.117 0.007 -0.037 -0.462 -0.099 -0.043 -0.033 -0.039 -0.006 -0.227 -0.006 0.048 -0.071 -0.010 1.000 0.033 -0.270 0.263 -0.026 -0.024 0.159 -0.116 | -| p4160_s | -0.032 0.040 -0.005 0.011 -0.068 -0.105 -0.034 -0.036 -0.036 -0.024 0.010 0.257 -0.005 0.031 -0.064 -0.007 0.033 1.000 -0.191 0.216 -0.067 -0.021 0.295 0.001 | -| p4415_p | -0.068 -0.023 -0.430 0.009 -0.088 0.515 0.345 0.170 -0.002 -0.011 0.103 0.390 0.004 0.245 0.002 0.011 -0.270 -0.191 1.000 0.021 -0.205 0.012 -0.198 0.303 | -| Ctt | 0.161 0.010 -0.285 0.028 -0.558 -0.083 -0.044 0.371 -0.033 -0.002 0.102 -0.015 0.009 0.099 -0.005 0.006 0.263 0.216 0.021 1.000 -0.331 -0.009 0.171 0.044 | -| Dbar_s | -0.124 0.069 0.388 -0.003 0.022 -0.200 -0.178 -0.199 -0.029 -0.038 -0.099 -0.236 -0.007 -0.240 -0.066 -0.021 -0.026 -0.067 -0.205 -0.331 1.000 -0.036 0.044 0.010 | -| omega_s | 0.007 -0.309 -0.037 0.097 0.050 0.028 -0.004 0.010 0.025 -0.011 -0.148 0.020 -0.076 0.014 0.163 0.886 -0.024 -0.021 0.012 -0.009 -0.036 1.000 -0.021 0.022 | -| p4415_s | -0.014 0.044 0.122 -0.000 0.066 -0.094 -0.120 -0.038 -0.022 -0.016 -0.054 -0.045 -0.005 -0.042 -0.057 -0.011 0.159 0.295 -0.198 0.171 0.044 -0.021 1.000 -0.096 | -| p3770_p | 0.042 -0.047 -0.493 0.001 0.051 0.428 0.366 0.257 0.021 0.062 -0.013 0.423 0.009 0.094 0.067 0.012 -0.116 0.001 0.303 0.044 0.010 0.022 -0.096 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2803148165585796}), (, {'error': 0.35146350199521065}), (, {'error': 0.6731929961264482}), (, {'error': 0.23024727981767557}), (, {'error': 0.08390572299801902}), (, {'error': 0.13551036422761875}), (, {'error': 0.034343018301356665}), (, {'error': 0.03702344058811491}), (, {'error': 1.1948589462544188}), (, {'error': 0.06626514147353788}), (, {'error': 0.06422533887911208}), (, {'error': 0.1997890057564824}), (, {'error': 0.22266115301680678}), (, {'error': 0.2844401087457227}), (, {'error': 0.03142305416937985}), (, {'error': 0.5184879922025312}), (, {'error': 0.16805619954231443}), (, {'error': 0.16621167460989672}), (, {'error': 0.1846247728104684}), (, {'error': 0.18099335961355323}), (, {'error': 0.47549818417194734}), (, {'error': 1.9719686209225364}), (, {'error': 0.18964955994647748}), (, {'error': 0.13413944747620188})]) -Toy 11/25 -Time taken: 1 h, 1 min -Projected time left: 1 h, 17 min -Toy 11: Generating data... -Directory data/zfit_toys/toy_11 Created -Toy 11: Data generation finished -Toy 11: Loading data... -Toy 11: Loading data finished -Toy 11: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1887 (1887 total) | -| EDM = 6.37E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297179.2722799797 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.018 | 0.869 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 5.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.4 | 0.5 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.38 | 0.09 | | | -2 | 2 | | -| 5 | p4160_p | 4.22 | 0.11 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.67 | 0.03 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.79 | 0.05 | | | -2 | 2 | | -| 11| p4040_p | -2.79 | 0.18 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -0.42 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.25 | 0.25 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.415 | 0.029 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.39 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 3.79 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.39 | 0.18 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.20 | 0.34 | | | -0.3 | 0.3 | | -| 21| omega_s | 6.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.38 | 0.18 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.81 | 0.12 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.067 -0.462 0.006 0.172 -0.231 -0.064 0.075 -0.008 0.206 0.116 -0.075 0.003 0.203 -0.144 0.000 -0.250 -0.204 -0.371 0.294 -0.821 -0.027 0.010 0.300 | -| rho_s | 0.067 1.000 -0.216 0.039 0.441 -0.016 0.166 0.059 -0.049 0.124 0.481 0.011 0.002 0.057 -0.510 -0.004 0.007 -0.025 -0.061 -0.201 -0.083 -0.512 0.122 0.083 | -| Dbar_p | -0.462 -0.216 1.000 -0.034 -0.359 -0.115 -0.361 -0.200 0.034 -0.032 -0.258 -0.075 -0.022 -0.256 0.412 0.000 0.211 0.204 0.165 0.156 0.521 0.096 -0.061 -0.587 | -| rho_p | 0.006 0.039 -0.034 1.000 -0.161 -0.002 0.014 0.003 0.087 0.006 -0.023 0.017 0.098 0.019 -0.005 0.019 0.024 0.046 0.031 0.051 0.002 0.048 -0.001 0.003 | -| bplus_2 | 0.172 0.441 -0.359 -0.161 1.000 0.032 0.395 0.150 0.021 0.191 0.621 0.076 0.006 0.189 -0.735 -0.001 -0.043 -0.107 -0.136 -0.531 -0.272 -0.168 0.219 0.186 | -| p4160_p | -0.231 -0.016 -0.115 -0.002 0.032 1.000 0.425 0.169 0.004 -0.015 0.026 0.286 0.007 0.207 0.006 -0.000 -0.372 -0.077 0.413 -0.227 -0.130 0.007 -0.112 0.327 | -| jpsi_p | -0.064 0.166 -0.361 0.014 0.395 0.425 1.000 0.354 -0.028 0.003 0.291 0.327 0.017 0.387 -0.350 -0.000 -0.094 -0.075 0.162 -0.263 -0.335 -0.075 -0.008 0.382 | -| psi2s_p | 0.075 0.059 -0.200 0.003 0.150 0.169 0.354 1.000 -0.006 0.009 0.105 0.078 0.009 -0.004 -0.125 -0.000 -0.046 -0.093 0.034 0.214 -0.339 -0.025 0.018 0.299 | -| phi_s | -0.008 -0.049 0.034 0.087 0.021 0.004 -0.028 -0.006 1.000 -0.015 -0.045 -0.008 0.511 -0.015 0.052 -0.001 -0.013 -0.020 -0.007 -0.006 0.002 0.042 -0.014 -0.012 | -| DDstar_s | 0.206 0.124 -0.032 0.006 0.191 -0.015 0.003 0.009 -0.015 1.000 0.123 -0.003 0.006 0.082 -0.213 -0.000 -0.096 -0.075 -0.117 0.028 -0.186 -0.053 0.008 0.111 | -| bplus_1 | 0.116 0.481 -0.258 -0.023 0.621 0.026 0.291 0.105 -0.045 0.123 1.000 0.070 0.026 0.124 -0.954 -0.001 -0.013 -0.038 -0.049 -0.280 -0.178 -0.204 0.122 0.107 | -| p4040_p | -0.075 0.011 -0.075 0.017 0.076 0.286 0.327 0.078 -0.008 -0.003 0.070 1.000 0.010 0.198 -0.061 -0.000 -0.197 0.262 0.226 -0.082 -0.223 -0.007 0.022 0.292 | -| phi_p | 0.003 0.002 -0.022 0.098 0.006 0.007 0.017 0.009 0.511 0.006 0.026 0.010 1.000 0.013 -0.034 -0.001 0.002 0.004 0.005 -0.008 -0.012 -0.017 0.006 0.010 | -| p3770_s | 0.203 0.057 -0.256 0.019 0.189 0.207 0.387 -0.004 -0.015 0.082 0.124 0.198 0.013 1.000 -0.153 -0.000 -0.018 -0.042 0.054 0.023 -0.464 -0.027 0.004 0.155 | -| bplus_0 | -0.144 -0.510 0.412 -0.005 -0.735 0.006 -0.350 -0.125 0.052 -0.213 -0.954 -0.061 -0.034 -0.153 1.000 0.001 -0.016 0.018 0.080 0.351 0.193 0.217 -0.213 -0.166 | -| omega_p | 0.000 -0.004 0.000 0.019 -0.001 -0.000 -0.000 -0.000 -0.001 -0.000 -0.001 -0.000 -0.001 -0.000 0.001 1.000 0.000 0.000 -0.000 0.000 0.000 -0.062 -0.000 -0.000 | -| p4040_s | -0.250 0.007 0.211 0.024 -0.043 -0.372 -0.094 -0.046 -0.013 -0.096 -0.013 -0.197 0.002 -0.018 -0.016 0.000 1.000 -0.044 -0.096 0.153 0.284 -0.007 0.153 -0.239 | -| p4160_s | -0.204 -0.025 0.204 0.046 -0.107 -0.077 -0.075 -0.093 -0.020 -0.075 -0.038 0.262 0.004 -0.042 0.018 0.000 -0.044 1.000 0.007 0.131 0.185 0.004 0.295 -0.123 | -| p4415_p | -0.371 -0.061 0.165 0.031 -0.136 0.413 0.162 0.034 -0.007 -0.117 -0.049 0.226 0.005 0.054 0.080 -0.000 -0.096 0.007 1.000 -0.043 0.150 0.021 -0.155 0.042 | -| Ctt | 0.294 -0.201 0.156 0.051 -0.531 -0.227 -0.263 0.214 -0.006 0.028 -0.280 -0.082 -0.008 0.023 0.351 0.000 0.153 0.131 -0.043 1.000 -0.309 0.077 0.071 -0.003 | -| Dbar_s | -0.821 -0.083 0.521 0.002 -0.272 -0.130 -0.335 -0.339 0.002 -0.186 -0.178 -0.223 -0.012 -0.464 0.193 0.000 0.284 0.185 0.150 -0.309 1.000 0.032 0.025 -0.527 | -| omega_s | -0.027 -0.512 0.096 0.048 -0.168 0.007 -0.075 -0.025 0.042 -0.053 -0.204 -0.007 -0.017 -0.027 0.217 -0.062 -0.007 0.004 0.021 0.077 0.032 1.000 -0.053 -0.037 | -| p4415_s | 0.010 0.122 -0.061 -0.001 0.219 -0.112 -0.008 0.018 -0.014 0.008 0.122 0.022 0.006 0.004 -0.213 -0.000 0.153 0.295 -0.155 0.071 0.025 -0.053 1.000 -0.054 | -| p3770_p | 0.300 0.083 -0.587 0.003 0.186 0.327 0.382 0.299 -0.012 0.111 0.107 0.292 0.010 0.155 -0.166 -0.000 -0.239 -0.123 0.042 -0.003 -0.527 -0.037 -0.054 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.8694448071571577}), (, {'error': 0.3447600969241643}), (, {'error': 0.6186682198199058}), (, {'error': 0.46105397305832785}), (, {'error': 0.09039629047510012}), (, {'error': 0.10713546084952341}), (, {'error': 0.032958299996291185}), (, {'error': 0.03380755146340686}), (, {'error': 0.9819188740271914}), (, {'error': 0.38329484541905545}), (, {'error': 0.045416215834555684}), (, {'error': 0.17923894764103876}), (, {'error': 0.18221107022795735}), (, {'error': 0.2506575861892886}), (, {'error': 0.02896471797657907}), (, {'error': 0.07618002263770673}), (, {'error': 0.1678260119316859}), (, {'error': 0.15792445198941318}), (, {'error': 0.16225055113164277}), (, {'error': 0.17639823582230085}), (, {'error': 0.342163646641611}), (, {'error': 0.9907476364265038}), (, {'error': 0.18405653602694905}), (, {'error': 0.12181608078935957})]) -Toy 12/25 -Time taken: 1 h, 8 min -Projected time left: 1 h, 14 min -Toy 12: Generating data... -Directory data/zfit_toys/toy_12 Created -Toy 12: Data generation finished -Toy 12: Loading data... -Toy 12: Loading data finished -Toy 12: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1537 (1537 total) | -| EDM = 0.0124 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297415.7705044921 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.97 | 0.26 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -4.83 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.00 | 0.30 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.24 | 0.04 | | | -2 | 2 | | -| 5 | p4160_p | 3.91 | 0.22 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.68 | 0.08 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.06 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 18.1 | 0.7 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.808 | 0.013 | | | -2 | 2 | | -| 11| p4040_p | 3.24 | 0.29 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.4 | 0.5 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.433 | 0.006 | | | -2 | 2 | | -| 15| omega_p | 0.69 | 0.21 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.06 | 0.19 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 1.80 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.60 | 0.19 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.13 | 0.14 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.28 | 0.50 | | | -0.3 | 0.3 | | -| 21| omega_s | 8.2 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.86 | 0.18 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -3.0 | 0.4 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.095 0.049 0.017 0.409 -0.746 -0.773 -0.738 -0.019 -0.704 -0.699 -0.710 -0.008 -0.763 -0.649 -0.047 0.662 0.604 -0.056 -0.607 -0.842 -0.022 0.449 -0.814 | -| rho_s | -0.095 1.000 0.032 0.154 -0.040 0.087 0.093 0.090 -0.001 0.072 0.081 0.085 0.008 0.090 0.129 0.261 -0.069 -0.062 0.013 0.072 0.098 -0.129 -0.042 0.095 | -| Dbar_p | 0.049 0.032 1.000 -0.006 0.074 0.069 0.088 0.068 -0.002 0.151 0.199 0.037 -0.001 0.051 0.195 0.008 -0.069 -0.098 -0.043 -0.094 0.099 -0.002 -0.030 0.124 | -| rho_p | 0.017 0.154 -0.006 1.000 0.139 -0.012 -0.011 -0.014 0.060 -0.007 0.020 -0.007 0.028 -0.010 0.010 -0.022 0.019 0.024 0.016 -0.014 -0.016 0.046 0.003 -0.018 | -| bplus_2 | 0.409 -0.040 0.074 0.139 1.000 -0.436 -0.490 -0.467 -0.079 -0.416 -0.450 -0.427 0.002 -0.458 -0.417 -0.025 0.360 0.355 0.003 -0.112 -0.500 -0.030 0.177 -0.473 | -| p4160_p | -0.746 0.087 0.069 -0.012 -0.436 1.000 0.896 0.839 0.020 0.752 0.660 0.815 0.010 0.853 0.608 0.051 -0.759 -0.636 0.214 0.592 0.921 0.028 -0.460 0.900 | -| jpsi_p | -0.773 0.093 0.088 -0.011 -0.490 0.896 1.000 0.897 0.016 0.811 0.718 0.865 0.010 0.906 0.662 0.052 -0.708 -0.645 0.156 0.643 0.967 0.026 -0.497 0.937 | -| psi2s_p | -0.738 0.090 0.068 -0.014 -0.467 0.839 0.897 1.000 0.021 0.770 0.680 0.798 0.010 0.818 0.626 0.051 -0.670 -0.622 0.132 0.691 0.918 0.027 -0.462 0.889 | -| phi_s | -0.019 -0.001 -0.002 0.060 -0.079 0.020 0.016 0.021 1.000 0.019 0.006 0.016 0.255 0.018 -0.001 0.016 -0.023 -0.026 -0.007 0.017 0.024 0.034 -0.012 0.024 | -| DDstar_s | -0.704 0.072 0.151 -0.007 -0.416 0.752 0.811 0.770 0.019 1.000 0.562 0.735 0.010 0.771 0.514 0.046 -0.600 -0.538 0.132 0.572 0.847 0.027 -0.395 0.806 | -| bplus_1 | -0.699 0.081 0.199 0.020 -0.450 0.660 0.718 0.680 0.006 0.562 1.000 0.649 0.010 0.690 0.351 0.042 -0.520 -0.462 0.097 0.501 0.742 0.019 -0.307 0.722 | -| p4040_p | -0.710 0.085 0.037 -0.007 -0.427 0.815 0.865 0.798 0.016 0.735 0.649 1.000 0.010 0.822 0.599 0.049 -0.690 -0.506 0.169 0.591 0.889 0.026 -0.431 0.870 | -| phi_p | -0.008 0.008 -0.001 0.028 0.002 0.010 0.010 0.010 0.255 0.010 0.010 0.010 1.000 0.010 0.008 0.009 -0.007 -0.006 0.003 0.006 0.011 -0.003 -0.006 0.010 | -| p3770_s | -0.763 0.090 0.051 -0.010 -0.458 0.853 0.906 0.818 0.018 0.771 0.690 0.822 0.010 1.000 0.639 0.052 -0.657 -0.609 0.151 0.635 0.929 0.027 -0.468 0.880 | -| bplus_0 | -0.649 0.129 0.195 0.010 -0.417 0.608 0.662 0.626 -0.001 0.514 0.351 0.599 0.008 0.639 1.000 0.046 -0.473 -0.417 0.095 0.461 0.682 0.009 -0.278 0.666 | -| omega_p | -0.047 0.261 0.008 -0.022 -0.025 0.051 0.052 0.051 0.016 0.046 0.042 0.049 0.009 0.052 0.046 1.000 -0.041 -0.036 0.009 0.039 0.056 0.596 -0.027 0.054 | -| p4040_s | 0.662 -0.069 -0.069 0.019 0.360 -0.759 -0.708 -0.670 -0.023 -0.600 -0.520 -0.690 -0.007 -0.657 -0.473 -0.041 1.000 0.440 -0.184 -0.415 -0.740 -0.024 0.421 -0.722 | -| p4160_s | 0.604 -0.062 -0.098 0.024 0.355 -0.636 -0.645 -0.622 -0.026 -0.538 -0.462 -0.506 -0.006 -0.609 -0.417 -0.036 0.440 1.000 -0.171 -0.380 -0.668 -0.023 0.473 -0.647 | -| p4415_p | -0.056 0.013 -0.043 0.016 0.003 0.214 0.156 0.132 -0.007 0.132 0.097 0.169 0.003 0.151 0.095 0.009 -0.184 -0.171 1.000 0.119 0.154 0.002 -0.159 0.157 | -| Ctt | -0.607 0.072 -0.094 -0.014 -0.112 0.592 0.643 0.691 0.017 0.572 0.501 0.591 0.006 0.635 0.461 0.039 -0.415 -0.380 0.119 1.000 0.697 0.020 -0.255 0.666 | -| Dbar_s | -0.842 0.098 0.099 -0.016 -0.500 0.921 0.967 0.918 0.024 0.847 0.742 0.889 0.011 0.929 0.682 0.056 -0.740 -0.668 0.154 0.697 1.000 0.030 -0.510 0.970 | -| omega_s | -0.022 -0.129 -0.002 0.046 -0.030 0.028 0.026 0.027 0.034 0.027 0.019 0.026 -0.003 0.027 0.009 0.596 -0.024 -0.023 0.002 0.020 0.030 1.000 -0.016 0.029 | -| p4415_s | 0.449 -0.042 -0.030 0.003 0.177 -0.460 -0.497 -0.462 -0.012 -0.395 -0.307 -0.431 -0.006 -0.468 -0.278 -0.027 0.421 0.473 -0.159 -0.255 -0.510 -0.016 1.000 -0.501 | -| p3770_p | -0.814 0.095 0.124 -0.018 -0.473 0.900 0.937 0.889 0.024 0.806 0.722 0.870 0.010 0.880 0.666 0.054 -0.722 -0.647 0.157 0.666 0.970 0.029 -0.501 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.37811788223934917}), (, {'error': 0.2567915348243919}), (, {'error': 0.2201912277146736}), (, {'error': 0.29896137917622756}), (, {'error': 0.044212117524338845}), (, {'error': 0.22259789825592247}), (, {'error': 0.07869201975526163}), (, {'error': 0.0640022708296879}), (, {'error': 0.7230622308948451}), (, {'error': 0.47292926220651876}), (, {'error': 0.012698088654319428}), (, {'error': 0.2855542010095249}), (, {'error': 0.12189586852897039}), (, {'error': 0.4813422559793602}), (, {'error': 0.006295106059817535}), (, {'error': 0.20534832306089434}), (, {'error': 0.1893643942485157}), (, {'error': 0.17073367089102054}), (, {'error': 0.1933719651421435}), (, {'error': 0.1369900071652448}), (, {'error': 0.5031560548031435}), (, {'error': 0.9430390980221262}), (, {'error': 0.1769000239324291}), (, {'error': 0.37885917987509354})]) -Toy 13/25 -Time taken: 1 h, 15 min -Projected time left: 1 h, 9 min -Toy 13: Generating data... -Directory data/zfit_toys/toy_13 Created -Toy 13: Data generation finished -Toy 13: Loading data... -Toy 13: Loading data finished -Toy 13: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.986E+05 | Ncalls=546 (557 total) | -| EDM = 5.54E+04 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | True | False | ------------------------------------------------------------------- -Function minimum: 298563.07412432134 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 0.884 | 0.027 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.846 | 0.002 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -1.31 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.857 | 0.004 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.203 | 0.003 | | | -2 | 2 | | -| 5 | p4160_p | 5.240 | 0.012 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.706 | 0.025 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 2.098 | 0.017 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.892 | 0.007 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 2.033E-1 | 0.007E-1 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -1.931 | 0.001 | | | -2 | 2 | | -| 11| p4040_p | 1.157 | 0.010 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -0.620E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.407E1 | 0.000E1 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 1.5 | 3.2 | | | -2 | 2 | | -| 15| omega_p | 2.278 | 0.014 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.813E-1 | 0.006E-1 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 1.514 | 0.003 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -0.619E1 | 0.000E1 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -1.105 | 0.002 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 2.193E-1 | 0.003E-1 | | | -0.3 | 0.3 | | -| 21| omega_s | 5.711 | 0.004 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.095 | 0.002 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -1.715 | 0.030 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.026 -0.976 -0.650 0.386 0.910 0.974 -0.966 0.331 -0.877 0.881 -0.049 -0.344 -0.021 -0.978 0.697 0.380 -0.780 0.620 -0.531 0.381 0.064 -0.434 0.960 | -| rho_s | -0.026 1.000 0.026 0.018 -0.010 -0.025 -0.026 0.026 -0.009 0.024 -0.024 0.001 0.009 0.001 0.026 -0.019 -0.010 0.021 -0.017 0.014 -0.010 -0.002 0.012 -0.026 | -| Dbar_p | -0.976 0.026 1.000 0.663 -0.394 -0.929 -0.994 0.987 -0.338 0.895 -0.899 0.050 0.351 0.022 0.998 -0.711 -0.388 0.796 -0.633 0.542 -0.388 -0.066 0.443 -0.980 | -| rho_p | -0.650 0.018 0.663 1.000 -0.262 -0.618 -0.662 0.657 -0.225 0.596 -0.599 0.033 0.234 0.014 0.665 -0.473 -0.258 0.530 -0.422 0.361 -0.259 -0.044 0.295 -0.652 | -| bplus_2 | 0.386 -0.010 -0.394 -0.262 1.000 0.368 0.393 -0.390 0.134 -0.354 0.356 -0.020 -0.139 -0.009 -0.395 0.281 0.153 -0.315 0.251 -0.214 0.154 0.026 -0.175 0.388 | -| p4160_p | 0.910 -0.025 -0.929 -0.618 0.368 1.000 0.927 -0.920 0.315 -0.835 0.839 -0.047 -0.327 -0.020 -0.931 0.663 0.361 -0.743 0.591 -0.506 0.362 0.061 -0.413 0.913 | -| jpsi_p | 0.974 -0.026 -0.994 -0.662 0.393 0.927 1.000 -0.985 0.337 -0.893 0.897 -0.050 -0.350 -0.021 -0.996 0.710 0.387 -0.794 0.632 -0.541 0.388 0.065 -0.442 0.978 | -| psi2s_p | -0.966 0.026 0.987 0.657 -0.390 -0.920 -0.985 1.000 -0.335 0.887 -0.891 0.050 0.348 0.021 0.989 -0.704 -0.384 0.788 -0.627 0.537 -0.385 -0.065 0.439 -0.970 | -| phi_s | 0.331 -0.009 -0.338 -0.225 0.134 0.315 0.337 -0.335 1.000 -0.304 0.305 -0.017 -0.119 -0.007 -0.338 0.241 0.131 -0.270 0.215 -0.184 0.132 0.022 -0.150 0.332 | -| DDstar_s | -0.877 0.024 0.895 0.596 -0.354 -0.835 -0.893 0.887 -0.304 1.000 -0.808 0.045 0.316 0.019 0.897 -0.639 -0.348 0.715 -0.569 0.487 -0.349 -0.059 0.398 -0.880 | -| bplus_1 | 0.881 -0.024 -0.899 -0.599 0.356 0.839 0.897 -0.891 0.305 -0.808 1.000 -0.045 -0.317 -0.019 -0.901 0.642 0.350 -0.719 0.572 -0.490 0.351 0.059 -0.400 0.884 | -| p4040_p | -0.049 0.001 0.050 0.033 -0.020 -0.047 -0.050 0.050 -0.017 0.045 -0.045 1.000 0.018 0.001 0.050 -0.036 -0.019 0.040 -0.032 0.027 -0.020 -0.003 0.022 -0.049 | -| phi_p | -0.344 0.009 0.351 0.234 -0.139 -0.327 -0.350 0.348 -0.119 0.316 -0.317 0.018 1.000 0.008 0.352 -0.251 -0.137 0.281 -0.223 0.191 -0.137 -0.023 0.156 -0.345 | -| p3770_s | -0.021 0.001 0.022 0.014 -0.009 -0.020 -0.021 0.021 -0.007 0.019 -0.019 0.001 0.008 1.000 0.022 -0.015 -0.008 0.017 -0.014 0.012 -0.008 -0.001 0.010 -0.021 | -| bplus_0 | -0.978 0.026 0.998 0.665 -0.395 -0.931 -0.996 0.989 -0.338 0.897 -0.901 0.050 0.352 0.022 1.000 -0.712 -0.388 0.798 -0.635 0.543 -0.389 -0.066 0.444 -0.981 | -| omega_p | 0.697 -0.019 -0.711 -0.473 0.281 0.663 0.710 -0.704 0.241 -0.639 0.642 -0.036 -0.251 -0.015 -0.712 1.000 0.277 -0.568 0.452 -0.387 0.277 0.046 -0.316 0.699 | -| p4040_s | 0.380 -0.010 -0.388 -0.258 0.153 0.361 0.387 -0.384 0.131 -0.348 0.350 -0.019 -0.137 -0.008 -0.388 0.277 1.000 -0.310 0.246 -0.211 0.151 0.026 -0.172 0.381 | -| p4160_s | -0.780 0.021 0.796 0.530 -0.315 -0.743 -0.794 0.788 -0.270 0.715 -0.719 0.040 0.281 0.017 0.798 -0.568 -0.310 1.000 -0.506 0.433 -0.311 -0.052 0.354 -0.783 | -| p4415_p | 0.620 -0.017 -0.633 -0.422 0.251 0.591 0.632 -0.627 0.215 -0.569 0.572 -0.032 -0.223 -0.014 -0.635 0.452 0.246 -0.506 1.000 -0.345 0.247 0.042 -0.282 0.623 | -| Ctt | -0.531 0.014 0.542 0.361 -0.214 -0.506 -0.541 0.537 -0.184 0.487 -0.490 0.027 0.191 0.012 0.543 -0.387 -0.211 0.433 -0.345 1.000 -0.212 -0.036 0.241 -0.533 | -| Dbar_s | 0.381 -0.010 -0.388 -0.259 0.154 0.362 0.388 -0.385 0.132 -0.349 0.351 -0.020 -0.137 -0.008 -0.389 0.277 0.151 -0.311 0.247 -0.212 1.000 0.026 -0.173 0.382 | -| omega_s | 0.064 -0.002 -0.066 -0.044 0.026 0.061 0.065 -0.065 0.022 -0.059 0.059 -0.003 -0.023 -0.001 -0.066 0.046 0.026 -0.052 0.042 -0.036 0.026 1.000 -0.029 0.065 | -| p4415_s | -0.434 0.012 0.443 0.295 -0.175 -0.413 -0.442 0.439 -0.150 0.398 -0.400 0.022 0.156 0.010 0.444 -0.316 -0.172 0.354 -0.282 0.241 -0.173 -0.029 1.000 -0.435 | -| p3770_p | 0.960 -0.026 -0.980 -0.652 0.388 0.913 0.978 -0.970 0.332 -0.880 0.884 -0.049 -0.345 -0.021 -0.981 0.699 0.381 -0.783 0.623 -0.533 0.382 0.065 -0.435 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.02715547910043936}), (, {'error': 0.0015265626275459132}), (, {'error': 0.1981045823737766}), (, {'error': 0.00444469315203655}), (, {'error': 0.0032134741201362838}), (, {'error': 0.012194233935858279}), (, {'error': 0.024803153480507767}), (, {'error': 0.01678748320461665}), (, {'error': 0.0069804030769287095}), (, {'error': 0.0007407723706917557}), (, {'error': 0.0013530603079474623}), (, {'error': 0.00983252867587936}), (, {'error': 0.0017467747710973036}), (, {'error': 0.0002393219859198048}), (, {'error': 3.197505811811415}), (, {'error': 0.014217024335938966}), (, {'error': 0.00062613105885969}), (, {'error': 0.0033244768354238063}), (, {'error': 0.0019451156434802108}), (, {'error': 0.0018288928547621763}), (, {'error': 0.00034128268933381056}), (, {'error': 0.003614381965185931}), (, {'error': 0.001873759669675401}), (, {'error': 0.030371314309109554})]) -Toy 14/25 -Time taken: 1 h, 19 min -Projected time left: 1 h, 2 min -Toy 14: Generating data... -Directory data/zfit_toys/toy_14 Created -Toy 14: Data generation finished -Toy 14: Loading data... -Toy 14: Loading data finished -Toy 14: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.971E+05 | Ncalls=1180 (1180 total) | -| EDM = 7.44E-06 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297143.60618612403 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -5.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -0.31 | 0.31 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.54 | 0.10 | | | -2 | 2 | | -| 5 | p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 1.725 | 0.029 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 19.9 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.92 | 0.04 | | | -2 | 2 | | -| 11| p4040_p | 2.77 | 0.14 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.83 | 0.18 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.92 | 0.24 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.509 | 0.021 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.09 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -6.3 | 1.1 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -1.24 | 0.23 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | | -| 21| omega_s | 6.3 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.13 | 0.11 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.001 0.011 -0.001 0.020 0.000 -0.068 -0.020 0.001 0.004 -0.011 -0.035 -0.001 -0.030 -0.002 0.000 0.024 -0.002 -0.001 0.024 -0.001 0.000 0.000 -0.037 | -| rho_s | -0.001 1.000 -0.040 0.226 -0.010 0.000 -0.010 -0.006 -0.042 -0.006 -0.188 -0.004 0.027 -0.012 0.227 0.014 0.022 -0.001 -0.005 0.002 -0.005 -0.386 0.000 -0.010 | -| Dbar_p | 0.011 -0.040 1.000 -0.016 0.011 -0.006 0.447 0.398 0.003 -0.013 -0.181 0.396 0.009 0.387 -0.016 -0.001 -0.190 0.009 -0.019 0.324 0.029 0.010 0.030 0.152 | -| rho_p | -0.001 0.226 -0.016 1.000 0.278 -0.001 -0.019 0.025 -0.170 -0.004 0.006 0.054 -0.281 -0.001 0.003 0.009 0.060 -0.002 -0.019 0.129 -0.007 0.274 0.020 -0.038 | -| bplus_2 | 0.020 -0.010 0.011 0.278 1.000 -0.003 -0.335 0.104 -0.132 0.014 -0.118 0.078 -0.081 -0.152 -0.128 -0.001 0.241 -0.007 -0.048 0.786 0.015 0.040 0.068 -0.034 | -| p4160_p | 0.000 0.000 -0.006 -0.001 -0.003 1.000 -0.001 0.001 0.001 -0.000 0.002 -0.001 0.000 -0.002 -0.000 0.000 0.011 -0.002 0.001 -0.003 -0.001 -0.000 0.001 -0.003 | -| jpsi_p | -0.068 -0.010 0.447 -0.019 -0.335 -0.001 1.000 0.149 -0.026 0.002 0.031 0.160 -0.014 0.302 0.023 0.001 -0.218 0.010 0.028 -0.284 -0.027 -0.006 -0.005 0.075 | -| psi2s_p | -0.020 -0.006 0.398 0.025 0.104 0.001 0.149 1.000 -0.017 0.005 -0.071 -0.019 -0.007 -0.258 0.001 -0.000 0.092 0.000 -0.011 0.335 0.008 0.003 -0.003 0.128 | -| phi_s | 0.001 -0.042 0.003 -0.170 -0.132 0.001 -0.026 -0.017 1.000 0.001 0.012 -0.037 0.567 -0.013 -0.020 -0.001 -0.023 0.001 0.009 -0.053 0.003 -0.038 -0.010 0.013 | -| DDstar_s | 0.004 -0.006 -0.013 -0.004 0.014 -0.000 0.002 0.005 0.001 1.000 -0.034 0.009 0.001 -0.011 -0.004 -0.000 0.007 -0.000 -0.003 -0.006 -0.002 0.002 0.003 -0.026 | -| bplus_1 | -0.011 -0.188 -0.181 0.006 -0.118 0.002 0.031 -0.071 0.012 -0.034 1.000 -0.080 -0.019 -0.036 -0.924 -0.002 0.010 -0.002 -0.001 -0.260 -0.028 0.078 -0.031 -0.062 | -| p4040_p | -0.035 -0.004 0.396 0.054 0.078 -0.001 0.160 -0.019 -0.037 0.009 -0.080 1.000 -0.019 0.226 0.026 -0.000 -0.240 -0.006 -0.035 0.100 0.015 0.007 -0.000 0.140 | -| phi_p | -0.001 0.027 0.009 -0.281 -0.081 0.000 -0.014 -0.007 0.567 0.001 -0.019 -0.019 1.000 -0.004 0.008 0.003 -0.013 0.000 0.005 -0.023 0.002 -0.122 -0.006 0.011 | -| p3770_s | -0.030 -0.012 0.387 -0.001 -0.152 -0.002 0.302 -0.258 -0.013 -0.011 -0.036 0.226 -0.004 1.000 0.027 -0.000 -0.079 0.006 0.002 -0.146 -0.004 0.002 0.008 -0.151 | -| bplus_0 | -0.002 0.227 -0.016 0.003 -0.128 -0.000 0.023 0.001 -0.020 -0.004 -0.924 0.026 0.008 0.027 1.000 0.002 0.020 -0.001 -0.008 0.015 -0.006 -0.086 0.005 0.013 | -| omega_p | 0.000 0.014 -0.001 0.009 -0.001 0.000 0.001 -0.000 -0.001 -0.000 -0.002 -0.000 0.003 -0.000 0.002 1.000 0.000 -0.000 0.000 -0.000 -0.000 -0.071 -0.000 0.000 | -| p4040_s | 0.024 0.022 -0.190 0.060 0.241 0.011 -0.218 0.092 -0.023 0.007 0.010 -0.240 -0.013 -0.079 0.020 0.000 1.000 -0.009 -0.009 0.364 0.006 -0.000 -0.035 -0.174 | -| p4160_s | -0.002 -0.001 0.009 -0.002 -0.007 -0.002 0.010 0.000 0.001 -0.000 -0.002 -0.006 0.000 0.006 -0.001 -0.000 -0.009 1.000 -0.000 -0.011 -0.001 0.000 0.002 0.006 | -| p4415_p | -0.001 -0.005 -0.019 -0.019 -0.048 0.001 0.028 -0.011 0.009 -0.003 -0.001 -0.035 0.005 0.002 -0.008 0.000 -0.009 -0.000 1.000 -0.083 -0.003 -0.000 -0.071 0.005 | -| Ctt | 0.024 0.002 0.324 0.129 0.786 -0.003 -0.284 0.335 -0.053 -0.006 -0.260 0.100 -0.023 -0.146 0.015 -0.000 0.364 -0.011 -0.083 1.000 0.034 0.011 0.035 -0.020 | -| Dbar_s | -0.001 -0.005 0.029 -0.007 0.015 -0.001 -0.027 0.008 0.003 -0.002 -0.028 0.015 0.002 -0.004 -0.006 -0.000 0.006 -0.001 -0.003 0.034 1.000 0.001 0.005 -0.055 | -| omega_s | 0.000 -0.386 0.010 0.274 0.040 -0.000 -0.006 0.003 -0.038 0.002 0.078 0.007 -0.122 0.002 -0.086 -0.071 -0.000 0.000 -0.000 0.011 0.001 1.000 0.002 -0.005 | -| p4415_s | 0.000 0.000 0.030 0.020 0.068 0.001 -0.005 -0.003 -0.010 0.003 -0.031 -0.000 -0.006 0.008 0.005 -0.000 -0.035 0.002 -0.071 0.035 0.005 0.002 1.000 0.021 | -| p3770_p | -0.037 -0.010 0.152 -0.038 -0.034 -0.003 0.075 0.128 0.013 -0.026 -0.062 0.140 0.011 -0.151 0.013 0.000 -0.174 0.006 0.005 -0.020 -0.055 -0.005 0.021 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.10861850536494178}), (, {'error': 0.31937427897627774}), (, {'error': 0.3933532083632154}), (, {'error': 0.3123941921042852}), (, {'error': 0.09628590106502943}), (, {'error': 0.011428535626669678}), (, {'error': 0.029246032381620157}), (, {'error': 0.03423720538850894}), (, {'error': 0.9828996925276599}), (, {'error': 0.021223556675284527}), (, {'error': 0.03907631250230137}), (, {'error': 0.14263275156009314}), (, {'error': 0.17540954678082743}), (, {'error': 0.2425972698093266}), (, {'error': 0.021050760377502087}), (, {'error': 0.08316032001371365}), (, {'error': 0.17449141428019344}), (, {'error': 0.013093679266788505}), (, {'error': 1.087266830925143}), (, {'error': 0.22658441749448388}), (, {'error': 0.02266777289563665}), (, {'error': 0.9163650858826826}), (, {'error': 0.11191133757563966}), (, {'error': 0.09877266906203275})]) -Toy 15/25 -Time taken: 1 h, 25 min -Projected time left: 56 min, 40 s -Toy 15: Generating data... -Directory data/zfit_toys/toy_15 Created -Toy 15: Data generation finished -Toy 15: Loading data... -Toy 15: Loading data finished -Toy 15: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1228 (1228 total) | -| EDM = 0.000465 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297206.8289689129 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 2.1 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.21 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | -2.04 | 0.13 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.595 | 0.029 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.88 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.5 | 1.7 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.300 | 0.027 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | | -| 11| p4040_p | 3.88 | 0.23 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.455 | 0.019 | | | -2 | 2 | | -| 15| omega_p | 0.19 | 0.35 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.80 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 1.74 | 0.16 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.66 | 0.22 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | | -| 21| omega_s | 6.7 | 1.5 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.126 | 0.020 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.44 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.067 -0.122 -0.016 -0.233 0.304 0.336 0.087 0.011 0.036 0.343 0.187 0.011 0.260 0.010 -0.017 -0.135 -0.063 0.000 -0.070 -0.007 -0.031 0.007 0.272 | -| rho_s | 0.067 1.000 0.053 0.148 0.017 0.009 0.036 0.016 0.014 -0.003 -0.182 0.007 0.039 0.029 0.274 -0.104 0.011 0.015 -0.001 0.006 -0.000 -0.378 0.000 0.039 | -| Dbar_p | -0.122 0.053 1.000 0.022 -0.085 0.062 0.284 0.003 -0.007 0.008 0.206 -0.041 0.000 0.041 0.031 -0.007 -0.133 -0.137 0.002 -0.334 0.030 -0.019 -0.002 0.406 | -| rho_p | -0.016 0.148 0.022 1.000 0.234 -0.023 -0.076 0.002 -0.038 0.000 0.050 -0.000 -0.075 0.006 -0.048 0.121 0.055 0.067 -0.001 0.097 0.001 0.270 0.001 -0.018 | -| bplus_2 | -0.233 0.017 -0.085 0.234 1.000 -0.164 0.072 -0.011 -0.086 0.013 -0.298 -0.105 -0.044 -0.180 -0.004 0.038 0.195 0.219 -0.001 0.750 0.006 0.034 0.005 -0.126 | -| p4160_p | 0.304 0.009 0.062 -0.023 -0.164 1.000 0.063 -0.091 0.003 0.043 0.072 0.215 0.000 0.106 0.010 -0.007 -0.550 -0.136 -0.004 -0.413 0.030 -0.009 0.013 0.255 | -| jpsi_p | 0.336 0.036 0.284 -0.076 0.072 0.063 1.000 0.023 -0.011 0.068 0.149 -0.035 -0.021 0.034 -0.046 -0.041 -0.052 -0.059 0.001 0.168 0.057 -0.049 0.002 0.192 | -| psi2s_p | 0.087 0.016 0.003 0.002 -0.011 -0.091 0.023 1.000 -0.009 0.040 0.065 -0.203 -0.008 -0.442 -0.004 -0.006 -0.025 -0.114 0.002 0.158 0.038 -0.009 -0.003 0.114 | -| phi_s | 0.011 0.014 -0.007 -0.038 -0.086 0.003 -0.011 -0.009 1.000 0.001 0.006 -0.007 0.892 -0.012 -0.005 0.022 -0.023 -0.029 0.000 -0.034 0.001 -0.032 -0.001 0.004 | -| DDstar_s | 0.036 -0.003 0.008 0.000 0.013 0.043 0.068 0.040 0.001 1.000 -0.016 0.034 0.001 0.032 0.000 0.001 0.012 0.017 -0.001 -0.002 -0.003 0.001 0.002 0.017 | -| bplus_1 | 0.343 -0.182 0.206 0.050 -0.298 0.072 0.149 0.065 0.006 -0.016 1.000 0.037 -0.011 0.121 -0.844 0.057 -0.043 -0.060 -0.001 -0.217 -0.005 0.100 -0.002 0.162 | -| p4040_p | 0.187 0.007 -0.041 -0.000 -0.105 0.215 -0.035 -0.203 -0.007 0.034 0.037 1.000 -0.006 0.044 0.017 -0.002 -0.278 0.319 -0.003 -0.300 0.027 -0.004 0.006 0.187 | -| phi_p | 0.011 0.039 0.000 -0.075 -0.044 0.000 -0.021 -0.008 0.892 0.001 -0.011 -0.006 1.000 -0.007 0.016 -0.008 -0.012 -0.015 0.000 -0.016 0.001 -0.081 -0.000 0.004 | -| p3770_s | 0.260 0.029 0.041 0.006 -0.180 0.106 0.034 -0.442 -0.012 0.032 0.121 0.044 -0.007 1.000 0.045 -0.006 0.036 -0.024 0.000 -0.279 0.040 -0.013 0.002 -0.101 | -| bplus_0 | 0.010 0.274 0.031 -0.048 -0.004 0.010 -0.046 -0.004 -0.005 0.000 -0.844 0.017 0.016 0.045 1.000 -0.072 0.016 0.030 -0.000 -0.014 0.001 -0.135 0.001 0.030 | -| omega_p | -0.017 -0.104 -0.007 0.121 0.038 -0.007 -0.041 -0.006 0.022 0.001 0.057 -0.002 -0.008 -0.006 -0.072 1.000 0.007 0.008 -0.000 0.011 0.001 0.748 0.000 -0.014 | -| p4040_s | -0.135 0.011 -0.133 0.055 0.195 -0.550 -0.052 -0.025 -0.023 0.012 -0.043 -0.278 -0.012 0.036 0.016 0.007 1.000 -0.038 0.000 0.384 -0.000 0.004 -0.012 -0.197 | -| p4160_s | -0.063 0.015 -0.137 0.067 0.219 -0.136 -0.059 -0.114 -0.029 0.017 -0.060 0.319 -0.015 -0.024 0.030 0.008 -0.038 1.000 -0.005 0.236 0.006 0.005 -0.010 -0.069 | -| p4415_p | 0.000 -0.001 0.002 -0.001 -0.001 -0.004 0.001 0.002 0.000 -0.001 -0.001 -0.003 0.000 0.000 -0.000 -0.000 0.000 -0.005 1.000 -0.004 -0.000 0.000 -0.012 0.001 | -| Ctt | -0.070 0.006 -0.334 0.097 0.750 -0.413 0.168 0.158 -0.034 -0.002 -0.217 -0.300 -0.016 -0.279 -0.014 0.011 0.384 0.236 -0.004 1.000 0.008 0.009 -0.006 -0.235 | -| Dbar_s | -0.007 -0.000 0.030 0.001 0.006 0.030 0.057 0.038 0.001 -0.003 -0.005 0.027 0.001 0.040 0.001 0.001 -0.000 0.006 -0.000 0.008 1.000 0.001 0.001 0.034 | -| omega_s | -0.031 -0.378 -0.019 0.270 0.034 -0.009 -0.049 -0.009 -0.032 0.001 0.100 -0.004 -0.081 -0.013 -0.135 0.748 0.004 0.005 0.000 0.009 0.001 1.000 0.000 -0.023 | -| p4415_s | 0.007 0.000 -0.002 0.001 0.005 0.013 0.002 -0.003 -0.001 0.002 -0.002 0.006 -0.000 0.002 0.001 0.000 -0.012 -0.010 -0.012 -0.006 0.001 0.000 1.000 0.005 | -| p3770_p | 0.272 0.039 0.406 -0.018 -0.126 0.255 0.192 0.114 0.004 0.017 0.162 0.187 0.004 -0.101 0.030 -0.014 -0.197 -0.069 0.001 -0.235 0.034 -0.023 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.3517575855647017}), (, {'error': 0.33709515589666794}), (, {'error': 0.3438881423611875}), (, {'error': 0.35386925868594155}), (, {'error': 0.08452435662754254}), (, {'error': 0.12686334335370697}), (, {'error': 0.028601533718116467}), (, {'error': 0.031634558203335494}), (, {'error': 1.747469280633446}), (, {'error': 0.02689730980463484}), (, {'error': 0.03986513884174547}), (, {'error': 0.22959198279112503}), (, {'error': 0.3959561148757329}), (, {'error': 0.23255557205289223}), (, {'error': 0.01870448378047418}), (, {'error': 0.35045605932980184}), (, {'error': 0.17123811939077072}), (, {'error': 0.1567551166535629}), (, {'error': 0.1057120551166002}), (, {'error': 0.22282113317750385}), (, {'error': 0.02317719760242057}), (, {'error': 1.480669567063484}), (, {'error': 0.019672728821657853}), (, {'error': 0.11348065863380752})]) -Toy 16/25 -Time taken: 1 h, 30 min -Projected time left: 51 min, 9 s -Toy 16: Generating data... -Directory data/zfit_toys/toy_16 Created -Toy 16: Data generation finished -Toy 16: Loading data... -Toy 16: Loading data finished -Toy 16: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1296 (1296 total) | -| EDM = 0.00133 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297322.12693189643 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -5.58 | 0.23 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.17 | 1.55 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 4.57 | 0.18 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.391 | 0.031 | | | -2 | 2 | | -| 5 | p4160_p | -1.85 | 0.06 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.590 | 0.017 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.794 | 0.021 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 22.1 | 0.8 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.621 | 0.006 | | | -2 | 2 | | -| 11| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.81 | 0.19 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.20 | 0.16 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.369 | 0.007 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.04 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.005 | 0.015 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.40 | 0.11 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.06 | 0.13 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.69 | 0.08 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | | -| 21| omega_s | 7 | 4 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.23 | 0.14 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.79 | 0.08 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.548 0.061 0.549 -0.067 0.217 0.258 0.157 0.275 0.173 0.217 -0.009 -0.456 0.123 0.558 0.066 0.002 0.035 0.139 -0.156 0.034 0.544 -0.052 -0.017 | -| rho_s | -0.548 1.000 -0.417 -0.994 0.217 -0.193 -0.097 -0.061 -0.496 -0.347 -0.069 0.007 0.827 -0.122 -0.859 -0.119 -0.007 0.072 -0.080 0.214 -0.075 -0.988 0.173 0.034 | -| Dbar_p | 0.061 -0.417 1.000 0.418 0.049 0.161 0.100 0.099 0.211 0.070 0.161 -0.008 -0.350 0.158 0.426 0.050 0.007 -0.030 0.077 0.087 0.047 0.414 -0.099 -0.085 | -| rho_p | 0.549 -0.994 0.418 1.000 -0.226 0.194 0.099 0.061 0.494 0.348 0.066 -0.007 -0.832 0.123 0.858 0.120 0.007 -0.071 0.081 -0.215 0.075 0.990 -0.174 -0.035 | -| bplus_2 | -0.067 0.217 0.049 -0.226 1.000 -0.103 0.003 0.007 -0.052 -0.070 -0.128 0.003 0.182 -0.056 -0.261 -0.024 -0.004 -0.034 -0.114 -0.265 -0.014 -0.216 0.106 -0.012 | -| p4160_p | 0.217 -0.193 0.161 0.194 -0.103 1.000 0.070 -0.022 0.092 -0.012 0.095 0.005 -0.161 0.041 0.200 0.023 0.009 -0.042 0.153 -0.183 -0.034 0.191 0.040 0.071 | -| jpsi_p | 0.258 -0.097 0.100 0.099 0.003 0.070 1.000 0.090 0.026 -0.006 -0.005 -0.002 -0.082 0.059 0.069 0.012 0.001 -0.014 0.028 -0.184 -0.087 0.096 -0.034 -0.010 | -| psi2s_p | 0.157 -0.061 0.099 0.061 0.007 -0.022 0.090 1.000 0.024 -0.001 -0.000 0.004 -0.051 -0.246 0.050 0.007 -0.003 -0.023 -0.011 0.129 -0.045 0.060 -0.000 0.029 | -| phi_s | 0.275 -0.496 0.211 0.494 -0.052 0.092 0.026 0.024 1.000 0.172 0.051 -0.003 -0.253 0.052 0.445 0.059 0.003 -0.046 0.032 -0.101 0.039 0.491 -0.088 -0.014 | -| DDstar_s | 0.173 -0.347 0.070 0.348 -0.070 -0.012 -0.006 -0.001 0.172 1.000 0.167 -0.002 -0.291 -0.015 0.365 0.042 -0.002 0.020 0.030 -0.122 -0.030 0.344 -0.005 -0.090 | -| bplus_1 | 0.217 -0.069 0.161 0.066 -0.128 0.095 -0.005 -0.000 0.051 0.167 1.000 -0.002 -0.054 0.002 -0.095 0.009 0.004 -0.086 0.032 0.034 0.060 0.068 -0.127 -0.004 | -| p4040_p | -0.009 0.007 -0.008 -0.007 0.003 0.005 -0.002 0.004 -0.003 -0.002 -0.002 1.000 0.005 -0.001 -0.006 -0.001 -0.153 -0.009 -0.002 0.004 0.000 -0.006 -0.003 -0.004 | -| phi_p | -0.456 0.827 -0.350 -0.832 0.182 -0.161 -0.082 -0.051 -0.253 -0.291 -0.054 0.005 1.000 -0.101 -0.713 -0.098 -0.006 0.061 -0.066 0.180 -0.064 -0.824 0.145 0.029 | -| p3770_s | 0.123 -0.122 0.158 0.123 -0.056 0.041 0.059 -0.246 0.052 -0.015 0.002 -0.001 -0.101 1.000 0.103 0.015 -0.003 0.036 0.038 -0.100 -0.055 0.121 -0.010 -0.132 | -| bplus_0 | 0.558 -0.859 0.426 0.858 -0.261 0.200 0.069 0.050 0.445 0.365 -0.095 -0.006 -0.713 0.103 1.000 0.103 0.008 -0.102 0.074 -0.170 0.091 0.852 -0.199 -0.025 | -| omega_p | 0.066 -0.119 0.050 0.120 -0.024 0.023 0.012 0.007 0.059 0.042 0.009 -0.001 -0.098 0.015 0.103 1.000 0.001 -0.009 0.009 -0.026 0.009 0.112 -0.021 -0.004 | -| p4040_s | 0.002 -0.007 0.007 0.007 -0.004 0.009 0.001 -0.003 0.003 -0.002 0.004 -0.153 -0.006 -0.003 0.008 0.001 1.000 0.014 0.007 -0.013 -0.002 0.007 -0.001 0.005 | -| p4160_s | 0.035 0.072 -0.030 -0.071 -0.034 -0.042 -0.014 -0.023 -0.046 0.020 -0.086 -0.009 0.061 0.036 -0.102 -0.009 0.014 1.000 -0.111 0.180 0.020 -0.072 0.162 -0.009 | -| p4415_p | 0.139 -0.080 0.077 0.081 -0.114 0.153 0.028 -0.011 0.032 0.030 0.032 -0.002 -0.066 0.038 0.074 0.009 0.007 -0.111 1.000 -0.002 0.010 0.079 -0.055 0.029 | -| Ctt | -0.156 0.214 0.087 -0.215 -0.265 -0.183 -0.184 0.129 -0.101 -0.122 0.034 0.004 0.180 -0.100 -0.170 -0.026 -0.013 0.180 -0.002 1.000 -0.032 -0.213 0.181 -0.068 | -| Dbar_s | 0.034 -0.075 0.047 0.075 -0.014 -0.034 -0.087 -0.045 0.039 -0.030 0.060 0.000 -0.064 -0.055 0.091 0.009 -0.002 0.020 0.010 -0.032 1.000 0.074 -0.000 -0.115 | -| omega_s | 0.544 -0.988 0.414 0.990 -0.216 0.191 0.096 0.060 0.491 0.344 0.068 -0.006 -0.824 0.121 0.852 0.112 0.007 -0.072 0.079 -0.213 0.074 1.000 -0.172 -0.034 | -| p4415_s | -0.052 0.173 -0.099 -0.174 0.106 0.040 -0.034 -0.000 -0.088 -0.005 -0.127 -0.003 0.145 -0.010 -0.199 -0.021 -0.001 0.162 -0.055 0.181 -0.000 -0.172 1.000 -0.024 | -| p3770_p | -0.017 0.034 -0.085 -0.035 -0.012 0.071 -0.010 0.029 -0.014 -0.090 -0.004 -0.004 0.029 -0.132 -0.025 -0.004 0.005 -0.009 0.029 -0.068 -0.115 -0.034 -0.024 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.2315813989136446}), (, {'error': 1.5490116671290322}), (, {'error': 0.1757002984830187}), (, {'error': 12.272808833737827}), (, {'error': 0.03069219605725171}), (, {'error': 0.06098479013551561}), (, {'error': 0.017139275343636573}), (, {'error': 0.021313902102167326}), (, {'error': 0.8198572850195927}), (, {'error': 0.06113939116894701}), (, {'error': 0.006302797825369133}), (, {'error': 8.003982206208669}), (, {'error': 0.18941295188342355}), (, {'error': 0.1646745887917307}), (, {'error': 0.006929045687755986}), (, {'error': 0.03789517157816036}), (, {'error': 0.015148262582799743}), (, {'error': 0.1141226790426022}), (, {'error': 0.1304453219389874}), (, {'error': 0.08059493750525248}), (, {'error': 0.048921253240677115}), (, {'error': 3.972255040884085}), (, {'error': 0.14279752638678767}), (, {'error': 0.07513548728619934})]) -Toy 17/25 -Time taken: 1 h, 37 min -Projected time left: 45 min, 36 s -Toy 17: Generating data... -Directory data/zfit_toys/toy_17 Created -Toy 17: Data generation finished -Toy 17: Loading data... -Toy 17: Loading data finished -Toy 17: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1783 (1783 total) | -| EDM = 4.91E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297305.06968802214 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.11 | 0.29 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 5.25 | 0.27 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.24 | 0.09 | | | -2 | 2 | | -| 5 | p4160_p | 4.48 | 0.09 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.637 | 0.027 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.928 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | | -| 11| p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -6.3 | 1.2 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.470 | 0.020 | | | -2 | 2 | | -| 15| omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.005 | 0.137 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.33 | 0.15 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -1.81 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.69 | 0.20 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | | -| 21| omega_s | 6.7 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.73 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.053 -0.069 0.007 -0.234 0.211 0.227 0.026 0.005 0.022 0.347 -0.028 -0.000 0.192 0.013 0.001 0.037 -0.076 -0.001 -0.083 0.002 -0.014 -0.048 0.246 | -| rho_s | 0.053 1.000 0.044 -0.346 0.086 0.011 -0.014 0.011 0.038 -0.001 -0.149 -0.000 0.049 0.021 0.226 0.019 -0.000 0.043 0.019 0.038 -0.000 -0.285 0.028 0.018 | -| Dbar_p | -0.069 0.044 1.000 -0.019 -0.086 0.054 0.261 0.005 -0.007 0.005 0.179 -0.006 0.000 0.044 0.031 0.001 0.011 -0.067 -0.064 -0.282 0.014 -0.013 0.003 0.346 | -| rho_p | 0.007 -0.346 -0.019 1.000 -0.211 -0.004 0.074 -0.003 -0.105 -0.000 -0.019 -0.001 -0.092 -0.009 0.013 -0.000 0.002 -0.060 -0.046 -0.086 -0.000 -0.252 -0.023 0.014 | -| bplus_2 | -0.234 0.086 -0.086 -0.211 1.000 -0.070 0.127 -0.019 -0.075 0.006 -0.302 0.019 -0.001 -0.154 -0.010 -0.001 -0.025 0.186 0.206 0.740 0.005 -0.029 0.009 -0.105 | -| p4160_p | 0.211 0.011 0.054 -0.004 -0.070 1.000 -0.004 -0.147 -0.008 0.035 0.028 -0.054 -0.004 0.098 0.024 0.000 0.077 -0.159 0.232 -0.337 0.024 -0.005 0.010 0.205 | -| jpsi_p | 0.227 -0.014 0.261 0.074 0.127 -0.004 1.000 -0.029 -0.005 0.040 0.084 0.008 -0.029 -0.020 -0.057 0.004 -0.007 -0.011 -0.000 0.232 0.035 -0.009 -0.010 0.109 | -| psi2s_p | 0.026 0.011 0.005 -0.003 -0.019 -0.147 -0.029 1.000 -0.007 0.024 0.053 0.033 -0.005 -0.460 -0.003 0.001 -0.036 -0.049 -0.104 0.137 0.025 -0.005 0.010 0.074 | -| phi_s | 0.005 0.038 -0.007 -0.105 -0.075 -0.008 -0.005 -0.007 1.000 -0.000 0.017 0.000 0.737 -0.010 -0.015 -0.011 -0.000 -0.024 -0.021 -0.034 -0.000 0.010 -0.009 0.000 | -| DDstar_s | 0.022 -0.001 0.005 -0.000 0.006 0.035 0.040 0.024 -0.000 1.000 -0.006 -0.003 0.000 0.017 0.000 -0.000 0.004 0.006 0.024 0.000 -0.001 0.000 0.001 0.014 | -| bplus_1 | 0.347 -0.149 0.179 -0.019 -0.302 0.028 0.084 0.053 0.017 -0.006 1.000 -0.004 0.000 0.085 -0.848 -0.005 0.005 -0.007 -0.102 -0.197 -0.004 0.055 0.076 0.117 | -| p4040_p | -0.028 -0.000 -0.006 -0.001 0.019 -0.054 0.008 0.033 0.000 -0.003 -0.004 1.000 0.000 0.001 -0.003 -0.000 -0.777 -0.053 -0.030 0.067 -0.003 0.000 0.001 -0.038 | -| phi_p | -0.000 0.049 0.000 -0.092 -0.001 -0.004 -0.029 -0.005 0.737 0.000 0.000 0.000 1.000 -0.003 0.005 -0.008 -0.000 -0.001 -0.003 -0.005 0.000 -0.029 0.000 -0.004 | -| p3770_s | 0.192 0.021 0.044 -0.009 -0.154 0.098 -0.020 -0.460 -0.010 0.017 0.085 0.001 -0.003 1.000 0.045 0.001 -0.001 -0.000 0.023 -0.297 0.022 -0.008 -0.019 -0.151 | -| bplus_0 | 0.013 0.226 0.031 0.013 -0.010 0.024 -0.057 -0.003 -0.015 0.000 -0.848 -0.003 0.005 0.045 1.000 0.006 0.003 0.039 0.021 -0.010 0.001 -0.073 0.021 0.029 | -| omega_p | 0.001 0.019 0.001 -0.000 -0.001 0.000 0.004 0.001 -0.011 -0.000 -0.005 -0.000 -0.008 0.001 0.006 1.000 0.000 0.000 -0.000 0.000 -0.000 -0.124 0.000 0.001 | -| p4040_s | 0.037 -0.000 0.011 0.002 -0.025 0.077 -0.007 -0.036 -0.000 0.004 0.005 -0.777 -0.000 -0.001 0.003 0.000 1.000 0.060 0.041 -0.086 0.003 -0.000 -0.005 0.049 | -| p4160_s | -0.076 0.043 -0.067 -0.060 0.186 -0.159 -0.011 -0.049 -0.024 0.006 -0.007 -0.053 -0.001 -0.000 0.039 0.000 0.060 1.000 -0.249 0.328 0.002 -0.015 0.296 -0.090 | -| p4415_p | -0.001 0.019 -0.064 -0.046 0.206 0.232 -0.000 -0.104 -0.021 0.024 -0.102 -0.030 -0.003 0.023 0.021 -0.000 0.041 -0.249 1.000 -0.017 0.014 -0.008 -0.103 0.057 | -| Ctt | -0.083 0.038 -0.282 -0.086 0.740 -0.337 0.232 0.137 -0.034 0.000 -0.197 0.067 -0.005 -0.297 -0.010 0.000 -0.086 0.328 -0.017 1.000 0.010 -0.017 0.226 -0.193 | -| Dbar_s | 0.002 -0.000 0.014 -0.000 0.005 0.024 0.035 0.025 -0.000 -0.001 -0.004 -0.003 0.000 0.022 0.001 -0.000 0.003 0.002 0.014 0.010 1.000 -0.000 0.000 0.020 | -| omega_s | -0.014 -0.285 -0.013 -0.252 -0.029 -0.005 -0.009 -0.005 0.010 0.000 0.055 0.000 -0.029 -0.008 -0.073 -0.124 -0.000 -0.015 -0.008 -0.017 -0.000 1.000 -0.009 -0.007 | -| p4415_s | -0.048 0.028 0.003 -0.023 0.009 0.010 -0.010 0.010 -0.009 0.001 0.076 0.001 0.000 -0.019 0.021 0.000 -0.005 0.296 -0.103 0.226 0.000 -0.009 1.000 -0.064 | -| p3770_p | 0.246 0.018 0.346 0.014 -0.105 0.205 0.109 0.074 0.000 0.014 0.117 -0.038 -0.004 -0.151 0.029 0.001 0.049 -0.090 0.057 -0.193 0.020 -0.007 -0.064 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.28839245193405993}), (, {'error': 0.34564681702939515}), (, {'error': 0.2686339344433071}), (, {'error': 0.566792074451067}), (, {'error': 0.0875798957161954}), (, {'error': 0.0859675098074888}), (, {'error': 0.02717618287716217}), (, {'error': 0.030632921383822342}), (, {'error': 1.1423730785233932}), (, {'error': 0.015195532228741815}), (, {'error': 0.04034269862584405}), (, {'error': 9.571559060196314}), (, {'error': 1.2397360495592142}), (, {'error': 0.22937346005938197}), (, {'error': 0.01986045872119191}), (, {'error': 0.13642747962111024}), (, {'error': 0.13650974052394743}), (, {'error': 0.15152325382096454}), (, {'error': 0.1552919736574907}), (, {'error': 0.20494563174900615}), (, {'error': 0.013604483657100874}), (, {'error': 0.8739869583576327}), (, {'error': 0.1827957662315015}), (, {'error': 0.1039581653455155})]) -Toy 18/25 -Time taken: 1 h, 44 min -Projected time left: 40 min, 29 s -Toy 18: Generating data... -Directory data/zfit_toys/toy_18 Created -Toy 18: Data generation finished -Toy 18: Loading data... -Toy 18: Loading data finished -Toy 18: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.974E+05 | Ncalls=1843 (1843 total) | -| EDM = 0.000335 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297426.0504759076 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 2.2 | 0.6 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.1 | 0.4 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 1.6 | 0.7 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.029 | 0.103 | | | -2 | 2 | | -| 5 | p4160_p | -2.33 | 0.14 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.66 | 0.03 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.4 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -1.03 | 0.05 | | | -2 | 2 | | -| 11| p4040_p | -2.85 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.46 | 0.26 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.512 | 0.022 | | | -2 | 2 | | -| 15| omega_p | 0.7 | 0.5 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.08 | 0.18 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.25 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.33 | 0.22 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.21 | 0.23 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.30 | 0.50 | | | -0.3 | 0.3 | | -| 21| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.05 | 0.20 | | |0.126447 | 2.35355 | | -| 23| p3770_p | 3.08 | 0.15 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 -0.048 0.252 -0.026 0.359 -0.605 -0.412 -0.177 -0.022 0.108 -0.360 -0.476 0.003 -0.325 -0.017 -0.016 0.182 0.019 -0.318 0.100 0.273 -0.010 0.149 -0.317 | -| rho_s | -0.048 1.000 0.092 -0.379 0.081 0.030 0.043 0.013 0.041 0.003 -0.082 0.025 -0.021 0.021 0.215 0.379 0.008 0.023 0.012 -0.015 0.023 0.140 0.020 0.071 | -| Dbar_p | 0.252 0.092 1.000 -0.047 -0.155 -0.044 0.167 -0.113 -0.010 -0.033 0.315 -0.163 -0.002 -0.186 0.076 0.016 -0.119 -0.195 -0.253 -0.568 0.424 -0.003 0.061 0.441 | -| rho_p | -0.026 -0.379 -0.047 1.000 -0.214 0.017 0.008 -0.003 -0.075 -0.005 0.002 0.000 0.056 -0.008 -0.025 -0.044 -0.034 -0.049 -0.022 -0.068 -0.015 -0.058 -0.017 -0.012 | -| bplus_2 | 0.359 0.081 -0.155 -0.214 1.000 -0.243 -0.400 -0.021 -0.086 0.023 -0.496 -0.164 -0.008 -0.134 0.109 0.006 0.136 0.134 0.068 0.658 -0.088 -0.024 -0.040 -0.226 | -| p4160_p | -0.605 0.030 -0.044 0.017 -0.243 1.000 0.446 0.067 0.008 -0.135 0.205 0.446 -0.000 0.184 0.033 0.006 -0.545 -0.169 0.440 -0.335 0.160 0.001 -0.161 0.420 | -| jpsi_p | -0.412 0.043 0.167 0.008 -0.400 0.446 1.000 0.161 -0.014 -0.153 0.302 0.308 0.009 0.264 0.063 -0.009 -0.189 -0.129 0.144 -0.431 0.360 -0.021 -0.116 0.395 | -| psi2s_p | -0.177 0.013 -0.113 -0.003 -0.021 0.067 0.161 1.000 -0.003 -0.063 0.055 -0.015 0.001 -0.146 0.009 0.000 0.018 -0.035 0.021 0.236 0.146 -0.003 0.003 0.073 | -| phi_s | -0.022 0.041 -0.010 -0.075 -0.086 0.008 -0.014 -0.003 1.000 -0.002 0.019 -0.001 -0.647 -0.005 -0.012 0.048 -0.014 -0.021 -0.010 -0.032 -0.004 0.042 -0.005 -0.001 | -| DDstar_s | 0.108 0.003 -0.033 -0.005 0.023 -0.135 -0.153 -0.063 -0.002 1.000 -0.003 -0.104 0.001 -0.055 0.003 -0.001 0.007 -0.018 -0.106 0.057 0.046 -0.002 0.019 -0.058 | -| bplus_1 | -0.360 -0.082 0.315 0.002 -0.496 0.205 0.302 0.055 0.019 -0.003 1.000 0.130 -0.002 0.088 -0.738 -0.020 -0.074 -0.052 -0.026 -0.347 0.087 -0.000 0.063 0.306 | -| p4040_p | -0.476 0.025 -0.163 0.000 -0.164 0.446 0.308 -0.015 -0.001 -0.104 0.130 1.000 -0.000 0.132 0.036 0.004 -0.307 0.260 0.291 -0.161 0.113 -0.002 -0.050 0.298 | -| phi_p | 0.003 -0.021 -0.002 0.056 -0.008 -0.000 0.009 0.001 -0.647 0.001 -0.002 -0.000 1.000 -0.001 -0.005 0.003 -0.001 -0.002 -0.001 -0.000 -0.004 0.027 -0.001 -0.001 | -| p3770_s | -0.325 0.021 -0.186 -0.008 -0.134 0.184 0.264 -0.146 -0.005 -0.055 0.088 0.132 -0.001 1.000 0.039 0.003 0.078 0.037 0.119 -0.020 0.073 -0.002 -0.021 -0.100 | -| bplus_0 | -0.017 0.215 0.076 -0.025 0.109 0.033 0.063 0.009 -0.012 0.003 -0.738 0.036 -0.005 0.039 1.000 0.050 0.009 0.032 0.016 -0.027 0.023 0.006 0.021 0.076 | -| omega_p | -0.016 0.379 0.016 -0.044 0.006 0.006 -0.009 0.000 0.048 -0.001 -0.020 0.004 0.003 0.003 0.050 1.000 0.000 0.002 0.001 -0.004 0.008 0.873 0.004 0.014 | -| p4040_s | 0.182 0.008 -0.119 -0.034 0.136 -0.545 -0.189 0.018 -0.014 0.007 -0.074 -0.307 -0.001 0.078 0.009 0.000 1.000 0.032 -0.279 0.379 -0.127 -0.004 0.188 -0.225 | -| p4160_s | 0.019 0.023 -0.195 -0.049 0.134 -0.169 -0.129 -0.035 -0.021 -0.018 -0.052 0.260 -0.002 0.037 0.032 0.002 0.032 1.000 -0.166 0.311 -0.103 -0.006 0.319 -0.117 | -| p4415_p | -0.318 0.012 -0.253 -0.022 0.068 0.440 0.144 0.021 -0.010 -0.106 -0.026 0.291 -0.001 0.119 0.016 0.001 -0.279 -0.166 1.000 0.015 -0.009 -0.004 -0.225 0.121 | -| Ctt | 0.100 -0.015 -0.568 -0.068 0.658 -0.335 -0.431 0.236 -0.032 0.057 -0.347 -0.161 -0.000 -0.020 -0.027 -0.004 0.379 0.311 0.015 1.000 -0.221 -0.007 0.175 -0.383 | -| Dbar_s | 0.273 0.023 0.424 -0.015 -0.088 0.160 0.360 0.146 -0.004 0.046 0.087 0.113 -0.004 0.073 0.023 0.008 -0.127 -0.103 -0.009 -0.221 1.000 0.002 -0.006 0.399 | -| omega_s | -0.010 0.140 -0.003 -0.058 -0.024 0.001 -0.021 -0.003 0.042 -0.002 -0.000 -0.002 0.027 -0.002 0.006 0.873 -0.004 -0.006 -0.004 -0.007 0.002 1.000 -0.001 -0.000 | -| p4415_s | 0.149 0.020 0.061 -0.017 -0.040 -0.161 -0.116 0.003 -0.005 0.019 0.063 -0.050 -0.001 -0.021 0.021 0.004 0.188 0.319 -0.225 0.175 -0.006 -0.001 1.000 -0.084 | -| p3770_p | -0.317 0.071 0.441 -0.012 -0.226 0.420 0.395 0.073 -0.001 -0.058 0.306 0.298 -0.001 -0.100 0.076 0.014 -0.225 -0.117 0.121 -0.383 0.399 -0.000 -0.084 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.5838037189894911}), (, {'error': 0.36101607341967434}), (, {'error': 0.6501452600656275}), (, {'error': 0.6677802932862882}), (, {'error': 0.10289659594919187}), (, {'error': 0.13937614004582155}), (, {'error': 0.03218467729862695}), (, {'error': 0.0338262714622477}), (, {'error': 1.0203653052881787}), (, {'error': 0.43710876008082233}), (, {'error': 0.053902886501434044}), (, {'error': 0.19949646969538515}), (, {'error': 0.4909605629503364}), (, {'error': 0.2559180110406791}), (, {'error': 0.022165259949838756}), (, {'error': 0.4659187021417188}), (, {'error': 0.18289020399161626}), (, {'error': 0.17026168270978403}), (, {'error': 0.22085639738384488}), (, {'error': 0.2299463163854344}), (, {'error': 0.4993248256985799}), (, {'error': 3.8403011661785995}), (, {'error': 0.195449021779815}), (, {'error': 0.14602070286209923})]) -Toy 19/25 -Time taken: 1 h, 52 min -Projected time left: 35 min, 24 s -Toy 19: Generating data... -Directory data/zfit_toys/toy_19 Created -Toy 19: Data generation finished -Toy 19: Loading data... -Toy 19: Loading data finished -Toy 19: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1374 (1374 total) | -| EDM = 5.35E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297316.7756476843 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.67 | 0.25 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.7 | 0.5 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -4.04 | 0.22 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.26 | 0.07 | | | -2 | 2 | | -| 5 | p4160_p | -1.93 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.594 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 2.098 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 22.1 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.300 | 0.011 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.68 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | -1.8 | 0.5 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.91 | 0.13 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.363 | 0.028 | | | -2 | 2 | | -| 15| omega_p | -6.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.40 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.10 | 0.17 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.27 | 0.17 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | | -| 21| omega_s | 8.1 | 1.7 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.28 | 0.20 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -6.283 | 0.016 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.036 -0.038 -0.006 0.245 0.065 0.021 -0.057 -0.001 0.016 -0.270 0.067 -0.001 0.003 0.058 -0.011 -0.168 -0.065 -0.108 -0.119 0.005 -0.016 -0.016 -0.002 | -| rho_s | 0.036 1.000 0.023 -0.108 -0.094 -0.005 -0.066 0.036 -0.192 -0.001 0.471 -0.007 0.012 -0.001 -0.525 -0.108 0.076 0.061 0.055 0.083 -0.002 -0.347 0.020 0.000 | -| Dbar_p | -0.038 0.023 1.000 -0.002 0.062 0.065 0.263 0.078 -0.013 0.003 -0.114 -0.011 0.003 0.004 0.021 -0.000 -0.112 -0.050 -0.037 -0.218 0.009 -0.009 0.019 -0.004 | -| rho_p | -0.006 -0.108 -0.002 1.000 -0.013 0.001 0.002 -0.005 0.016 0.000 -0.083 0.001 -0.030 0.000 0.090 0.027 -0.007 -0.003 -0.003 -0.003 0.000 0.073 -0.002 0.000 | -| bplus_2 | 0.245 -0.094 0.062 -0.013 1.000 -0.031 -0.140 0.037 0.148 0.001 -0.241 0.006 0.009 0.000 0.064 -0.041 -0.121 -0.139 -0.241 -0.671 -0.002 0.030 0.097 -0.004 | -| p4160_p | 0.065 -0.005 0.065 0.001 -0.031 1.000 -0.016 -0.117 -0.002 0.018 0.045 0.354 -0.001 0.003 -0.010 -0.001 -0.492 -0.111 0.294 -0.355 0.010 -0.000 -0.063 -0.003 | -| jpsi_p | 0.021 -0.066 0.263 0.002 -0.140 -0.016 1.000 -0.058 0.052 0.027 -0.106 -0.045 0.004 0.002 0.142 -0.029 -0.060 -0.027 -0.005 0.221 0.017 -0.001 -0.021 0.001 | -| psi2s_p | -0.057 0.036 0.078 -0.005 0.037 -0.117 -0.058 1.000 -0.024 0.019 0.018 -0.181 -0.005 0.005 -0.048 -0.011 -0.088 -0.076 -0.087 0.084 0.020 -0.021 0.017 0.010 | -| phi_s | -0.001 -0.192 -0.013 0.016 0.148 -0.002 0.052 -0.024 1.000 0.001 -0.225 0.001 0.395 0.001 0.244 0.019 -0.062 -0.057 -0.052 -0.083 0.001 0.071 -0.012 -0.000 | -| DDstar_s | 0.016 -0.001 0.003 0.000 0.001 0.018 0.027 0.019 0.001 1.000 -0.006 0.006 0.001 0.000 0.004 0.000 0.001 0.002 0.011 -0.000 -0.000 0.001 -0.000 -0.000 | -| bplus_1 | -0.270 0.471 -0.114 -0.083 -0.241 0.045 -0.106 0.018 -0.225 -0.006 1.000 0.034 -0.024 -0.003 -0.951 -0.109 0.097 0.033 0.160 0.156 -0.001 -0.211 -0.091 0.001 | -| p4040_p | 0.067 -0.007 -0.011 0.001 0.006 0.354 -0.045 -0.181 0.001 0.006 0.034 1.000 -0.001 0.003 -0.009 -0.000 -0.197 0.266 0.197 -0.331 0.005 0.002 -0.045 -0.002 | -| phi_p | -0.001 0.012 0.003 -0.030 0.009 -0.001 0.004 -0.005 0.395 0.001 -0.024 -0.001 1.000 0.000 0.029 -0.125 -0.007 -0.005 -0.005 -0.000 0.000 -0.108 -0.002 0.000 | -| p3770_s | 0.003 -0.001 0.004 0.000 0.000 0.003 0.002 0.005 0.001 0.000 -0.003 0.003 0.000 1.000 0.002 0.000 -0.002 -0.001 0.001 -0.001 0.000 0.000 -0.001 -0.001 | -| bplus_0 | 0.058 -0.525 0.021 0.090 0.064 -0.010 0.142 -0.048 0.244 0.004 -0.951 -0.009 0.029 0.002 1.000 0.116 -0.111 -0.063 -0.099 -0.078 0.002 0.230 0.007 -0.000 | -| omega_p | -0.011 -0.108 -0.000 0.027 -0.041 -0.001 -0.029 -0.011 0.019 0.000 -0.109 -0.000 -0.125 0.000 0.116 1.000 -0.003 0.002 -0.001 0.002 0.000 0.852 -0.001 0.000 | -| p4040_s | -0.168 0.076 -0.112 -0.007 -0.121 -0.492 -0.060 -0.088 -0.062 0.001 0.097 -0.197 -0.007 -0.002 -0.111 -0.003 1.000 0.188 -0.150 0.292 0.001 -0.031 0.200 -0.000 | -| p4160_s | -0.065 0.061 -0.050 -0.003 -0.139 -0.111 -0.027 -0.076 -0.057 0.002 0.033 0.266 -0.005 -0.001 -0.063 0.002 0.188 1.000 -0.146 0.253 0.001 -0.024 0.316 0.001 | -| p4415_p | -0.108 0.055 -0.037 -0.003 -0.241 0.294 -0.005 -0.087 -0.052 0.011 0.160 0.197 -0.005 0.001 -0.099 -0.001 -0.150 -0.146 1.000 -0.013 0.006 -0.024 -0.132 -0.001 | -| Ctt | -0.119 0.083 -0.218 -0.003 -0.671 -0.355 0.221 0.084 -0.083 -0.000 0.156 -0.331 -0.000 -0.001 -0.078 0.002 0.292 0.253 -0.013 1.000 0.009 -0.039 0.204 0.010 | -| Dbar_s | 0.005 -0.002 0.009 0.000 -0.002 0.010 0.017 0.020 0.001 -0.000 -0.001 0.005 0.000 0.000 0.002 0.000 0.001 0.001 0.006 0.009 1.000 0.001 -0.001 -0.000 | -| omega_s | -0.016 -0.347 -0.009 0.073 0.030 -0.000 -0.001 -0.021 0.071 0.001 -0.211 0.002 -0.108 0.000 0.230 0.852 -0.031 -0.024 -0.024 -0.039 0.001 1.000 -0.008 0.000 | -| p4415_s | -0.016 0.020 0.019 -0.002 0.097 -0.063 -0.021 0.017 -0.012 -0.000 -0.091 -0.045 -0.002 -0.001 0.007 -0.001 0.200 0.316 -0.132 0.204 -0.001 -0.008 1.000 0.001 | -| p3770_p | -0.002 0.000 -0.004 0.000 -0.004 -0.003 0.001 0.010 -0.000 -0.000 0.001 -0.002 0.000 -0.001 -0.000 0.000 -0.000 0.001 -0.001 0.010 -0.000 0.000 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.25288732354152543}), (, {'error': 0.4504289796954622}), (, {'error': 0.21649180772217536}), (, {'error': 0.1257730434527442}), (, {'error': 0.06818657479191059}), (, {'error': 0.09584120941608942}), (, {'error': 0.023771881199761147}), (, {'error': 0.02586130737681369}), (, {'error': 0.9926589141723206}), (, {'error': 0.011294938378378527}), (, {'error': 0.05574843171467947}), (, {'error': 0.4552639694498972}), (, {'error': 0.13110923931575336}), (, {'error': 0.01084302929873826}), (, {'error': 0.028319400549934315}), (, {'error': 0.43476001584895485}), (, {'error': 0.17379833006074585}), (, {'error': 0.16937271624814842}), (, {'error': 0.1678846513803065}), (, {'error': 0.1744869474341867}), (, {'error': 0.007374041157376943}), (, {'error': 1.6830188550786582}), (, {'error': 0.19673188619982596}), (, {'error': 0.016123459283073238})]) -Toy 20/25 -Time taken: 1 h, 58 min -Projected time left: 29 min, 40 s -Toy 20: Generating data... -Directory data/zfit_toys/toy_20 Created -Toy 20: Data generation finished -Toy 20: Loading data... -Toy 20: Loading data finished -Toy 20: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=284 (284 total) | -| EDM = 6.19E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | True | True | False | ------------------------------------------------------------------- -Function minimum: 297237.6577322018 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -4.17 | 0.19 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.24 | 0.26 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -1.07 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.29 | 0.05 | | | -2 | 2 | | -| 5 | p4160_p | 4.41 | 0.08 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.668 | 0.025 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.887 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17 | 5 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.298 | 0.023 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.907 | 0.012 | | | -2 | 2 | | -| 11| p4040_p | -2.22 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| phi_p | -0.11 | 2.80 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.03 | 0.18 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.489 | 0.006 | | | -2 | 2 | | -| 15| omega_p | 0.63 | 0.23 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.78 | 0.14 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.38 | 0.13 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.06 | 0.20 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.60 | 0.12 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.299 | 0.015 | | | -0.3 | 0.3 | | -| 21| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.90 | 0.16 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.43 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.027 -0.186 -0.058 -0.051 0.204 0.221 0.040 -0.080 0.068 0.256 0.101 -0.080 0.122 0.230 -0.034 -0.081 -0.052 0.032 0.061 0.000 -0.007 -0.091 0.158 | -| rho_s | 0.027 1.000 0.021 0.269 0.034 -0.004 -0.022 0.004 0.090 -0.004 0.015 -0.002 0.090 0.005 0.096 0.232 0.011 0.012 0.001 0.001 0.000 -0.212 0.011 -0.001 | -| Dbar_p | -0.186 0.021 1.000 -0.001 0.075 0.008 0.207 0.016 -0.018 0.015 0.174 -0.049 -0.017 -0.001 0.164 -0.005 -0.065 -0.052 -0.055 -0.164 -0.001 -0.005 0.006 0.230 | -| rho_p | -0.058 0.269 -0.001 1.000 0.410 -0.009 -0.378 -0.038 0.792 0.023 0.137 0.012 0.793 0.018 0.096 0.377 0.047 0.061 0.056 -0.034 -0.000 0.013 -0.007 -0.062 | -| bplus_2 | -0.051 0.034 0.075 0.410 1.000 0.053 -0.139 -0.052 0.401 0.019 -0.114 0.040 0.410 0.011 -0.128 0.195 0.033 0.091 0.167 0.394 -0.000 -0.004 -0.083 -0.002 | -| p4160_p | 0.204 -0.004 0.008 -0.009 0.053 1.000 0.041 -0.058 -0.014 0.079 -0.044 0.110 -0.014 0.013 -0.032 -0.007 -0.389 -0.077 0.218 -0.297 -0.001 -0.002 -0.016 0.147 | -| jpsi_p | 0.221 -0.022 0.207 -0.378 -0.139 0.041 1.000 0.006 -0.427 0.094 -0.047 -0.021 -0.431 0.003 -0.039 -0.205 -0.061 -0.061 -0.021 0.178 -0.002 -0.016 -0.025 0.087 | -| psi2s_p | 0.040 0.004 0.016 -0.038 -0.052 -0.058 0.006 1.000 -0.050 0.085 0.052 -0.145 -0.050 -0.369 0.048 -0.023 -0.084 -0.095 -0.065 0.136 -0.002 -0.005 -0.010 0.079 | -| phi_s | -0.080 0.090 -0.018 0.792 0.401 -0.014 -0.427 -0.050 1.000 0.029 0.139 0.008 0.995 0.008 0.071 0.453 0.041 0.054 0.054 -0.051 -0.000 0.021 -0.012 -0.073 | -| DDstar_s | 0.068 -0.004 0.015 0.023 0.019 0.079 0.094 0.085 0.029 1.000 -0.042 0.047 0.029 0.066 -0.038 0.014 0.057 0.038 0.048 -0.006 0.000 0.003 0.018 0.019 | -| bplus_1 | 0.256 0.015 0.174 0.137 -0.114 -0.044 -0.047 0.052 0.139 -0.042 1.000 -0.023 0.141 0.070 -0.389 0.067 0.081 0.076 -0.052 -0.046 0.000 0.001 0.125 0.039 | -| p4040_p | 0.101 -0.002 -0.049 0.012 0.040 0.110 -0.021 -0.145 0.008 0.047 -0.023 1.000 0.009 -0.049 -0.016 0.004 -0.104 0.303 0.100 -0.240 -0.001 -0.002 0.023 0.128 | -| phi_p | -0.080 0.090 -0.017 0.793 0.410 -0.014 -0.431 -0.050 0.995 0.029 0.141 0.009 1.000 0.009 0.074 0.454 0.042 0.056 0.056 -0.051 -0.000 0.017 -0.012 -0.074 | -| p3770_s | 0.122 0.005 -0.001 0.018 0.011 0.013 0.003 -0.369 0.008 0.066 0.070 -0.049 0.009 1.000 0.076 0.005 0.079 0.012 0.011 -0.158 -0.002 -0.005 -0.006 -0.141 | -| bplus_0 | 0.230 0.096 0.164 0.096 -0.128 -0.032 -0.039 0.048 0.071 -0.038 -0.389 -0.016 0.074 0.076 1.000 0.042 0.077 0.078 -0.039 -0.029 0.000 -0.015 0.112 0.047 | -| omega_p | -0.034 0.232 -0.005 0.377 0.195 -0.007 -0.205 -0.023 0.453 0.014 0.067 0.004 0.454 0.005 0.042 1.000 0.020 0.027 0.026 -0.023 -0.000 0.484 -0.005 -0.034 | -| p4040_s | -0.081 0.011 -0.065 0.047 0.033 -0.389 -0.061 -0.084 0.041 0.057 0.081 -0.104 0.042 0.079 0.077 0.020 1.000 -0.036 -0.154 0.195 -0.000 -0.004 0.106 -0.061 | -| p4160_s | -0.052 0.012 -0.052 0.061 0.091 -0.077 -0.061 -0.095 0.054 0.038 0.076 0.303 0.056 0.012 0.078 0.027 -0.036 1.000 -0.156 0.145 -0.000 -0.004 0.241 -0.014 | -| p4415_p | 0.032 0.001 -0.055 0.056 0.167 0.218 -0.021 -0.065 0.054 0.048 -0.052 0.100 0.056 0.011 -0.039 0.026 -0.154 -0.156 1.000 -0.078 -0.000 -0.001 -0.180 0.052 | -| Ctt | 0.061 0.001 -0.164 -0.034 0.394 -0.297 0.178 0.136 -0.051 -0.006 -0.046 -0.240 -0.051 -0.158 -0.029 -0.023 0.195 0.145 -0.078 1.000 -0.001 -0.004 0.193 -0.093 | -| Dbar_s | 0.000 0.000 -0.001 -0.000 -0.000 -0.001 -0.002 -0.002 -0.000 0.000 0.000 -0.001 -0.000 -0.002 0.000 -0.000 -0.000 -0.000 -0.000 -0.001 1.000 -0.000 -0.000 -0.001 | -| omega_s | -0.007 -0.212 -0.005 0.013 -0.004 -0.002 -0.016 -0.005 0.021 0.003 0.001 -0.002 0.017 -0.005 -0.015 0.484 -0.004 -0.004 -0.001 -0.004 -0.000 1.000 -0.003 -0.003 | -| p4415_s | -0.091 0.011 0.006 -0.007 -0.083 -0.016 -0.025 -0.010 -0.012 0.018 0.125 0.023 -0.012 -0.006 0.112 -0.005 0.106 0.241 -0.180 0.193 -0.000 -0.003 1.000 -0.050 | -| p3770_p | 0.158 -0.001 0.230 -0.062 -0.002 0.147 0.087 0.079 -0.073 0.019 0.039 0.128 -0.074 -0.141 0.047 -0.034 -0.061 -0.014 0.052 -0.093 -0.001 -0.003 -0.050 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.19399564600364827}), (, {'error': 0.26095493667493747}), (, {'error': 0.20104829212166386}), (, {'error': 0.34518142342717617}), (, {'error': 0.05489422928608023}), (, {'error': 0.07743749010340384}), (, {'error': 0.02470746453201489}), (, {'error': 0.026445382359312042}), (, {'error': 4.556576257767769}), (, {'error': 0.022652721129872377}), (, {'error': 0.011929351074322692}), (, {'error': 0.19597592269412756}), (, {'error': 2.796721017500978}), (, {'error': 0.18374360468401263}), (, {'error': 0.006371702872370433}), (, {'error': 0.23151453436429437}), (, {'error': 0.13533380689484947}), (, {'error': 0.13472396420112887}), (, {'error': 0.20207986135875933}), (, {'error': 0.12065681762403174}), (, {'error': 0.014563309711654648}), (, {'error': 1.0332184688511648}), (, {'error': 0.1622625291091544}), (, {'error': 0.09019896307052933})]) -Toy 21/25 -Time taken: 2 h, 2 min -Projected time left: 23 min, 24 s -Toy 21: Generating data... -Directory data/zfit_toys/toy_21 Created -Toy 21: Data generation finished -Toy 21: Loading data... -Toy 21: Loading data finished -Toy 21: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.972E+05 | Ncalls=1689 (1689 total) | -| EDM = 0.00318 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297174.627082193 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6 | 12 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 1.19 | 0.24 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | 5.7 | 0.7 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.70 | 0.25 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.26 | 0.05 | | | -2 | 2 | | -| 5 | p4160_p | 3.77 | 0.17 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -4.64 | 0.06 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.80 | 0.05 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 16.5 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.28 | 0.33 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -1.025 | 0.020 | | | -2 | 2 | | -| 11| p4040_p | 3.32 | 0.20 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.08 | 0.26 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 2.21 | 0.27 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.530 | 0.010 | | | -2 | 2 | | -| 15| omega_p | 0.10 | 0.27 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 1.33 | 0.20 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.20 | 0.18 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -2.65 | 0.28 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.21 | 0.11 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.26 | 0.11 | | | -0.3 | 0.3 | | -| 21| omega_s | 4.8 | 0.9 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.36 | 0.15 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -3.14 | 0.10 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.087 0.882 0.078 0.223 -0.891 -0.930 -0.822 -0.079 0.682 0.804 -0.846 -0.055 -0.707 0.800 -0.034 -0.786 -0.711 -0.892 0.268 -0.901 -0.059 -0.199 0.036 | -| rho_s | 0.087 1.000 0.075 0.113 -0.036 -0.077 -0.086 -0.073 -0.022 0.098 0.079 -0.076 0.006 -0.066 0.110 0.019 -0.075 -0.071 -0.083 0.030 -0.078 -0.349 -0.018 0.013 | -| Dbar_p | 0.882 0.075 1.000 0.071 0.197 -0.742 -0.755 -0.665 -0.067 0.478 0.705 -0.700 -0.044 -0.574 0.700 -0.029 -0.691 -0.630 -0.767 0.210 -0.778 -0.050 -0.169 0.177 | -| rho_p | 0.078 0.113 0.071 1.000 0.193 -0.066 -0.064 -0.062 0.075 0.044 0.090 -0.058 0.062 -0.042 0.093 -0.104 -0.050 -0.038 -0.059 0.021 -0.067 0.100 -0.015 -0.005 | -| bplus_2 | 0.223 -0.036 0.197 0.193 1.000 -0.169 -0.222 -0.199 -0.046 0.143 0.086 -0.166 0.013 -0.151 0.090 0.004 -0.178 -0.137 -0.159 0.431 -0.154 0.006 -0.136 0.037 | -| p4160_p | -0.891 -0.077 -0.742 -0.066 -0.169 1.000 0.843 0.727 0.068 -0.566 -0.706 0.775 0.048 0.633 -0.701 0.030 0.599 0.586 0.831 -0.310 0.770 0.051 0.179 0.049 | -| jpsi_p | -0.930 -0.086 -0.755 -0.064 -0.222 0.843 1.000 0.795 0.065 -0.692 -0.750 0.801 0.048 0.689 -0.744 0.032 0.738 0.660 0.836 -0.315 0.817 0.054 0.183 -0.004 | -| psi2s_p | -0.822 -0.073 -0.665 -0.062 -0.199 0.727 0.795 1.000 0.064 -0.612 -0.663 0.674 0.045 0.506 -0.659 0.029 0.649 0.570 0.728 -0.130 0.714 0.049 0.175 -0.016 | -| phi_s | -0.079 -0.022 -0.067 0.075 -0.046 0.068 0.065 0.064 1.000 -0.058 -0.066 0.064 0.736 0.052 -0.068 0.035 0.060 0.053 0.068 -0.024 0.069 0.028 0.016 -0.005 | -| DDstar_s | 0.682 0.098 0.478 0.044 0.143 -0.566 -0.692 -0.612 -0.058 1.000 0.760 -0.567 -0.046 -0.488 0.746 -0.030 -0.629 -0.591 -0.646 0.263 -0.689 -0.055 -0.266 0.121 | -| bplus_1 | 0.804 0.079 0.705 0.090 0.086 -0.706 -0.750 -0.663 -0.066 0.760 1.000 -0.671 -0.042 -0.552 0.604 -0.027 -0.638 -0.576 -0.726 0.233 -0.716 -0.048 -0.139 0.089 | -| p4040_p | -0.846 -0.076 -0.700 -0.058 -0.166 0.775 0.801 0.674 0.064 -0.567 -0.671 1.000 0.047 0.590 -0.666 0.029 0.620 0.687 0.776 -0.286 0.723 0.050 0.182 0.053 | -| phi_p | -0.055 0.006 -0.044 0.062 0.013 0.048 0.048 0.045 0.736 -0.046 -0.042 0.047 1.000 0.040 -0.041 0.031 0.045 0.042 0.050 -0.019 0.048 -0.003 0.012 -0.005 | -| p3770_s | -0.707 -0.066 -0.574 -0.042 -0.151 0.633 0.689 0.506 0.052 -0.488 -0.552 0.590 0.040 1.000 -0.546 0.025 0.599 0.513 0.635 -0.224 0.588 0.042 0.149 -0.129 | -| bplus_0 | 0.800 0.110 0.700 0.093 0.090 -0.701 -0.744 -0.659 -0.068 0.746 0.604 -0.666 -0.041 -0.546 1.000 -0.030 -0.633 -0.570 -0.720 0.236 -0.711 -0.057 -0.140 0.090 | -| omega_p | -0.034 0.019 -0.029 -0.104 0.004 0.030 0.032 0.029 0.035 -0.030 -0.027 0.029 0.031 0.025 -0.030 1.000 0.028 0.026 0.031 -0.012 0.030 0.429 0.007 -0.003 | -| p4040_s | -0.786 -0.075 -0.691 -0.050 -0.178 0.599 0.738 0.649 0.060 -0.629 -0.638 0.620 0.045 0.599 -0.633 0.028 1.000 0.553 0.671 -0.106 0.714 0.048 0.224 -0.055 | -| p4160_s | -0.711 -0.071 -0.630 -0.038 -0.137 0.586 0.660 0.570 0.053 -0.591 -0.576 0.687 0.042 0.513 -0.570 0.026 0.553 1.000 0.601 -0.091 0.643 0.044 0.299 -0.057 | -| p4415_p | -0.892 -0.083 -0.767 -0.059 -0.159 0.831 0.836 0.728 0.068 -0.646 -0.726 0.776 0.050 0.635 -0.720 0.031 0.671 0.601 1.000 -0.243 0.789 0.054 0.137 -0.010 | -| Ctt | 0.268 0.030 0.210 0.021 0.431 -0.310 -0.315 -0.130 -0.024 0.263 0.233 -0.286 -0.019 -0.224 0.236 -0.012 -0.106 -0.091 -0.243 1.000 -0.323 -0.022 0.092 -0.015 | -| Dbar_s | -0.901 -0.078 -0.778 -0.067 -0.154 0.770 0.817 0.714 0.069 -0.689 -0.716 0.723 0.048 0.588 -0.711 0.030 0.714 0.643 0.789 -0.323 1.000 0.052 0.204 -0.057 | -| omega_s | -0.059 -0.349 -0.050 0.100 0.006 0.051 0.054 0.049 0.028 -0.055 -0.048 0.050 -0.003 0.042 -0.057 0.429 0.048 0.044 0.054 -0.022 0.052 1.000 0.012 -0.008 | -| p4415_s | -0.199 -0.018 -0.169 -0.015 -0.136 0.179 0.183 0.175 0.016 -0.266 -0.139 0.182 0.012 0.149 -0.140 0.007 0.224 0.299 0.137 0.092 0.204 0.012 1.000 -0.066 | -| p3770_p | 0.036 0.013 0.177 -0.005 0.037 0.049 -0.004 -0.016 -0.005 0.121 0.089 0.053 -0.005 -0.129 0.090 -0.003 -0.055 -0.057 -0.010 -0.015 -0.057 -0.008 -0.066 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 12.06713240267564}), (, {'error': 0.24424382395342814}), (, {'error': 0.6892321592891673}), (, {'error': 0.24516256444908002}), (, {'error': 0.04825743495600787}), (, {'error': 0.16536740828745433}), (, {'error': 0.05832520500712057}), (, {'error': 0.04644654066171938}), (, {'error': 0.9995885122001216}), (, {'error': 0.3318145188168126}), (, {'error': 0.019703420373227254}), (, {'error': 0.20263075278025067}), (, {'error': 0.2624169974796091}), (, {'error': 0.265043844869263}), (, {'error': 0.009961039450098408}), (, {'error': 0.26780087662253216}), (, {'error': 0.20423877352728537}), (, {'error': 0.18087439994395305}), (, {'error': 0.2776059084852287}), (, {'error': 0.10620057449752907}), (, {'error': 0.10709552405618938}), (, {'error': 0.8755333931893867}), (, {'error': 0.15191367383727927}), (, {'error': 0.10468935104911914})]) -Toy 22/25 -Time taken: 2 h, 10 min -Projected time left: 17 min, 48 s -Toy 22: Generating data... -Directory data/zfit_toys/toy_22 Created -Toy 22: Data generation finished -Toy 22: Loading data... -Toy 22: Loading data finished -Toy 22: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1362 (1362 total) | -| EDM = 0.00127 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| False | True | True | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297288.4465929221 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -1.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.26 | 0.36 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -1.4 | 0.4 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | 5.5 | 1.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.15 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | -2.11 | 0.12 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | -1.594 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.880 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 21.2 | 1.3 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.79 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | 3.78 | 0.19 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.57 | 0.23 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.07 | 0.24 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.409 | 0.030 | | | -2 | 2 | | -| 15| omega_p | 0.40 | 0.26 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.96 | 0.17 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 1.73 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.50 | 0.20 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | | -| 21| omega_s | 9.1 | 1.0 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.126 | 0.031 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.56 | 0.11 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.097 -0.212 -0.012 0.275 0.175 0.143 -0.009 -0.004 0.062 -0.244 0.084 0.013 0.175 -0.034 0.040 -0.152 -0.091 0.005 -0.018 -0.007 -0.011 0.002 0.240 | -| rho_s | 0.097 1.000 0.041 -0.083 0.150 0.004 0.024 0.007 0.018 0.002 0.408 0.003 0.160 0.001 -0.480 0.491 -0.012 -0.021 0.000 -0.070 0.000 -0.081 -0.001 0.013 | -| Dbar_p | -0.212 0.041 1.000 0.029 0.031 -0.075 0.125 -0.117 -0.027 0.010 -0.093 -0.171 -0.004 -0.139 -0.037 0.022 -0.069 -0.113 0.003 -0.370 0.045 -0.004 -0.007 0.258 | -| rho_p | -0.012 -0.083 0.029 1.000 -0.238 -0.012 -0.066 0.007 -0.143 -0.001 -0.073 0.010 -0.196 0.018 0.070 -0.113 0.050 0.066 -0.001 0.094 0.001 0.038 0.002 -0.012 | -| bplus_2 | 0.275 0.150 0.031 -0.238 1.000 0.065 -0.124 -0.059 0.124 0.010 -0.138 0.016 0.072 0.077 -0.077 0.031 -0.176 -0.216 0.003 -0.697 0.003 -0.021 -0.012 0.120 | -| p4160_p | 0.175 0.004 -0.075 -0.012 0.065 1.000 -0.035 -0.130 0.003 0.061 0.003 0.104 -0.000 0.004 -0.004 -0.001 -0.515 -0.132 -0.004 -0.298 0.031 -0.002 0.016 0.171 | -| jpsi_p | 0.143 0.024 0.125 -0.066 -0.124 -0.035 1.000 -0.022 0.023 0.092 -0.089 -0.092 0.004 -0.043 0.087 -0.005 -0.001 -0.027 0.002 0.246 0.070 -0.014 -0.000 0.038 | -| psi2s_p | -0.009 0.007 -0.117 0.007 -0.059 -0.130 -0.022 1.000 -0.011 0.039 0.029 -0.207 -0.005 -0.427 -0.018 0.003 0.038 -0.057 0.001 0.265 0.033 -0.002 -0.005 -0.034 | -| phi_s | -0.004 0.018 -0.027 -0.143 0.124 0.003 0.023 -0.011 1.000 0.002 -0.076 -0.014 0.747 -0.018 0.091 0.030 -0.033 -0.043 0.001 -0.044 -0.000 -0.007 -0.001 0.006 | -| DDstar_s | 0.062 0.002 0.010 -0.001 0.010 0.061 0.092 0.039 0.002 1.000 -0.013 0.045 0.002 0.042 0.004 0.001 -0.003 0.007 -0.000 -0.014 -0.003 -0.000 0.003 0.044 | -| bplus_1 | -0.244 0.408 -0.093 -0.073 -0.138 0.003 -0.089 0.029 -0.076 -0.013 1.000 0.042 0.050 -0.046 -0.923 0.185 0.045 0.051 -0.002 0.083 -0.006 -0.045 0.005 -0.151 | -| p4040_p | 0.084 0.003 -0.171 0.010 0.016 0.104 -0.092 -0.207 -0.014 0.045 0.042 1.000 -0.007 -0.008 -0.033 0.002 -0.203 0.340 -0.003 -0.167 0.024 -0.001 0.006 0.124 | -| phi_p | 0.013 0.160 -0.004 -0.196 0.072 -0.000 0.004 -0.005 0.747 0.002 0.050 -0.007 1.000 -0.009 -0.053 0.085 -0.014 -0.019 0.000 -0.022 0.001 -0.044 -0.001 0.003 | -| p3770_s | 0.175 0.001 -0.139 0.018 0.077 0.004 -0.043 -0.427 -0.018 0.042 -0.046 -0.008 -0.009 1.000 -0.009 0.003 0.098 0.018 0.000 -0.104 0.033 -0.001 0.001 -0.205 | -| bplus_0 | -0.034 -0.480 -0.037 0.070 -0.077 -0.004 0.087 -0.018 0.091 0.004 -0.923 -0.033 -0.053 -0.009 1.000 -0.216 -0.025 -0.025 0.001 0.061 0.001 0.052 -0.001 0.044 | -| omega_p | 0.040 0.491 0.022 -0.113 0.031 -0.001 -0.005 0.003 0.030 0.001 0.185 0.002 0.085 0.003 -0.216 1.000 0.003 0.002 -0.000 -0.014 0.001 0.488 -0.000 0.003 | -| p4040_s | -0.152 -0.012 -0.069 0.050 -0.176 -0.515 -0.001 0.038 -0.033 -0.003 0.045 -0.203 -0.014 0.098 -0.025 0.003 1.000 -0.019 -0.000 0.363 -0.009 0.002 -0.015 -0.162 | -| p4160_s | -0.091 -0.021 -0.113 0.066 -0.216 -0.132 -0.027 -0.057 -0.043 0.007 0.051 0.340 -0.019 0.018 -0.025 0.002 -0.019 1.000 -0.005 0.258 -0.003 0.003 -0.016 -0.062 | -| p4415_p | 0.005 0.000 0.003 -0.001 0.003 -0.004 0.002 0.001 0.001 -0.000 -0.002 -0.003 0.000 0.000 0.001 -0.000 -0.000 -0.005 1.000 -0.006 -0.000 -0.000 -0.019 0.002 | -| Ctt | -0.018 -0.070 -0.370 0.094 -0.697 -0.298 0.246 0.265 -0.044 -0.014 0.083 -0.167 -0.022 -0.104 0.061 -0.014 0.363 0.258 -0.006 1.000 -0.011 0.009 -0.004 -0.235 | -| Dbar_s | -0.007 0.000 0.045 0.001 0.003 0.031 0.070 0.033 -0.000 -0.003 -0.006 0.024 0.001 0.033 0.001 0.001 -0.009 -0.003 -0.000 -0.011 1.000 0.000 0.001 0.056 | -| omega_s | -0.011 -0.081 -0.004 0.038 -0.021 -0.002 -0.014 -0.002 -0.007 -0.000 -0.045 -0.001 -0.044 -0.001 0.052 0.488 0.002 0.003 -0.000 0.009 0.000 1.000 0.000 -0.003 | -| p4415_s | 0.002 -0.001 -0.007 0.002 -0.012 0.016 -0.000 -0.005 -0.001 0.003 0.005 0.006 -0.001 0.001 -0.001 -0.000 -0.015 -0.016 -0.019 -0.004 0.001 0.000 1.000 0.005 | -| p3770_p | 0.240 0.013 0.258 -0.012 0.120 0.171 0.038 -0.034 0.006 0.044 -0.151 0.124 0.003 -0.205 0.044 0.003 -0.162 -0.062 0.002 -0.235 0.056 -0.003 0.005 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.36951331200209303}), (, {'error': 0.35944007392178434}), (, {'error': 0.3564443597143341}), (, {'error': 1.420398091007021}), (, {'error': 0.08113772032313116}), (, {'error': 0.11907861301406353}), (, {'error': 0.023978022573436064}), (, {'error': 0.031139313675381253}), (, {'error': 1.2777673019650315}), (, {'error': 0.03737518068942869}), (, {'error': 0.060715101885071565}), (, {'error': 0.18767752338700827}), (, {'error': 0.22988044604289337}), (, {'error': 0.2365926139884289}), (, {'error': 0.03020757210530256}), (, {'error': 0.26135608919305797}), (, {'error': 0.17378456009384102}), (, {'error': 0.16519203050539066}), (, {'error': 0.11754978053753318}), (, {'error': 0.20188485066967954}), (, {'error': 0.02830869428824284}), (, {'error': 0.9574499323517527}), (, {'error': 0.031489866321375515}), (, {'error': 0.10549228522980814})]) -Toy 23/25 -Time taken: 2 h, 17 min -Projected time left: 11 min, 56 s -Toy 23: Generating data... -Directory data/zfit_toys/toy_23 Created -Toy 23: Data generation finished -Toy 23: Loading data... -Toy 23: Loading data finished -Toy 23: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.97E+05 | Ncalls=758 (758 total) | -| EDM = 8.32E-05 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297018.8971004415 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | 1.5 | 0.4 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.4 | 0.4 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -1.5 | 0.3 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | 0.21 | 0.08 | | | -2 | 2 | | -| 5 | p4160_p | 4.31 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.644 | 0.024 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 1.885 | 0.031 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 17.0 | 1.0 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | | -| 10| bplus_1 | 0.85 | 0.06 | | | -2 | 2 | | -| 11| p4040_p | 3.71 | 0.27 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 5.71 | 0.17 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 3.60 | 0.23 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | -0.44 | 0.03 | | | -2 | 2 | | -| 15| omega_p | 0.36 | 0.22 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.67 | 0.18 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | -1.94 | 0.24 | | |-6.28319 | 6.28319 | | -| 19| Ctt | -0.50 | 0.20 | | | -1.5 | 1.5 | | -| 20| Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | | -| 21| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 0.89 | 0.20 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -2.61 | 0.09 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.112 -0.213 -0.030 0.275 0.061 -0.042 -0.089 -0.006 0.055 -0.192 -0.022 0.013 0.112 -0.092 0.049 -0.149 -0.079 -0.103 -0.016 -0.001 0.007 -0.068 0.198 | -| rho_s | 0.112 1.000 0.071 -0.185 -0.055 -0.027 -0.074 0.002 0.016 0.006 0.367 0.003 0.065 0.014 -0.447 0.499 0.036 0.048 -0.002 0.030 0.003 0.059 0.040 -0.007 | -| Dbar_p | -0.213 0.071 1.000 -0.014 0.045 -0.110 0.061 -0.128 -0.021 0.002 -0.058 -0.188 0.009 -0.148 -0.065 0.039 -0.005 -0.074 -0.130 -0.338 0.032 0.006 0.021 0.197 | -| rho_p | -0.030 -0.185 -0.014 1.000 -0.028 0.006 0.005 0.000 0.007 -0.002 -0.101 0.002 -0.005 0.000 0.120 -0.136 -0.003 -0.002 0.008 0.008 -0.001 -0.023 -0.007 -0.000 | -| bplus_2 | 0.275 -0.055 0.045 -0.028 1.000 -0.010 -0.206 -0.059 0.123 0.015 -0.201 -0.033 -0.009 0.052 -0.028 -0.085 -0.086 -0.137 -0.237 -0.646 0.003 -0.013 0.038 0.075 | -| p4160_p | 0.061 -0.027 -0.110 0.006 -0.010 1.000 -0.062 -0.142 0.004 0.058 0.037 0.089 -0.004 -0.024 0.020 -0.015 -0.507 -0.115 0.294 -0.314 0.027 -0.001 -0.033 0.158 | -| jpsi_p | -0.042 -0.074 0.061 0.005 -0.206 -0.062 1.000 -0.013 0.030 0.072 -0.065 -0.088 -0.025 -0.056 0.138 -0.056 0.034 -0.011 0.010 0.295 0.054 0.001 -0.013 -0.039 | -| psi2s_p | -0.089 0.002 -0.128 0.000 -0.059 -0.142 -0.013 1.000 -0.005 0.027 0.040 -0.197 -0.001 -0.405 -0.010 0.001 0.081 -0.051 -0.065 0.274 0.024 0.002 0.024 -0.042 | -| phi_s | -0.006 0.016 -0.021 0.007 0.123 0.004 0.030 -0.005 1.000 0.000 -0.070 -0.012 0.413 -0.016 0.076 -0.005 -0.024 -0.039 -0.023 -0.057 -0.001 -0.005 -0.016 0.004 | -| DDstar_s | 0.055 0.006 0.002 -0.002 0.015 0.058 0.072 0.027 0.000 1.000 -0.016 0.027 0.002 0.036 -0.002 0.003 -0.009 0.003 0.021 -0.010 -0.002 0.000 -0.006 0.049 | -| bplus_1 | -0.192 0.367 -0.058 -0.101 -0.201 0.037 -0.065 0.040 -0.070 -0.016 1.000 0.072 0.050 -0.022 -0.919 0.179 0.031 0.044 0.127 0.104 -0.005 0.023 -0.026 -0.117 | -| p4040_p | -0.022 0.003 -0.188 0.002 -0.033 0.089 -0.088 -0.197 -0.012 0.027 0.072 1.000 0.001 -0.027 -0.028 0.005 -0.221 0.357 0.098 -0.137 0.012 0.002 0.071 0.091 | -| phi_p | 0.013 0.065 0.009 -0.005 -0.009 -0.004 -0.025 -0.001 0.413 0.002 0.050 0.001 1.000 0.002 -0.063 0.036 0.005 0.007 0.000 -0.000 0.001 0.025 0.005 -0.004 | -| p3770_s | 0.112 0.014 -0.148 0.000 0.052 -0.024 -0.056 -0.405 -0.016 0.036 -0.022 -0.027 0.002 1.000 -0.015 0.011 0.113 0.023 -0.008 -0.077 0.024 0.003 0.014 -0.258 | -| bplus_0 | -0.092 -0.447 -0.065 0.120 -0.028 0.020 0.138 -0.010 0.076 -0.002 -0.919 -0.028 -0.063 -0.015 1.000 -0.215 -0.045 -0.056 -0.015 0.006 -0.002 -0.028 -0.043 0.045 | -| omega_p | 0.049 0.499 0.039 -0.136 -0.085 -0.015 -0.056 0.001 -0.005 0.003 0.179 0.005 0.036 0.011 -0.215 1.000 0.027 0.038 0.010 0.040 0.002 -0.369 0.024 -0.008 | -| p4040_s | -0.149 0.036 -0.005 -0.003 -0.086 -0.507 0.034 0.081 -0.024 -0.009 0.031 -0.221 0.005 0.113 -0.045 0.027 1.000 -0.076 -0.221 0.350 -0.006 0.004 0.123 -0.167 | -| p4160_s | -0.079 0.048 -0.074 -0.002 -0.137 -0.115 -0.011 -0.051 -0.039 0.003 0.044 0.357 0.007 0.023 -0.056 0.038 -0.076 1.000 -0.190 0.238 -0.002 0.006 0.303 -0.050 | -| p4415_p | -0.103 -0.002 -0.130 0.008 -0.237 0.294 0.010 -0.065 -0.023 0.021 0.127 0.098 0.000 -0.008 -0.015 0.010 -0.221 -0.190 1.000 -0.030 0.006 0.002 -0.150 0.044 | -| Ctt | -0.016 0.030 -0.338 0.008 -0.646 -0.314 0.295 0.274 -0.057 -0.010 0.104 -0.137 -0.000 -0.077 0.006 0.040 0.350 0.238 -0.030 1.000 -0.009 0.006 0.209 -0.208 | -| Dbar_s | -0.001 0.003 0.032 -0.001 0.003 0.027 0.054 0.024 -0.001 -0.002 -0.005 0.012 0.001 0.024 -0.002 0.002 -0.006 -0.002 0.006 -0.009 1.000 0.000 -0.001 0.050 | -| omega_s | 0.007 0.059 0.006 -0.023 -0.013 -0.001 0.001 0.002 -0.005 0.000 0.023 0.002 0.025 0.003 -0.028 -0.369 0.004 0.006 0.002 0.006 0.000 1.000 0.003 0.001 | -| p4415_s | -0.068 0.040 0.021 -0.007 0.038 -0.033 -0.013 0.024 -0.016 -0.006 -0.026 0.071 0.005 0.014 -0.043 0.024 0.123 0.303 -0.150 0.209 -0.001 0.003 1.000 -0.076 | -| p3770_p | 0.198 -0.007 0.197 -0.000 0.075 0.158 -0.039 -0.042 0.004 0.049 -0.117 0.091 -0.004 -0.258 0.045 -0.008 -0.167 -0.050 0.044 -0.208 0.050 0.001 -0.076 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.35092660461135594}), (, {'error': 0.4104706900761579}), (, {'error': 0.32769774833633836}), (, {'error': 0.36369645202586964}), (, {'error': 0.08368625884328385}), (, {'error': 0.09665546913698542}), (, {'error': 0.023589149332828185}), (, {'error': 0.03149589591972912}), (, {'error': 0.9529014974182761}), (, {'error': 0.031219110138287626}), (, {'error': 0.06305051157262431}), (, {'error': 0.2663277256182317}), (, {'error': 0.16592577448218293}), (, {'error': 0.22650003223639104}), (, {'error': 0.032348955669706636}), (, {'error': 0.21951540560792004}), (, {'error': 0.18030751285441987}), (, {'error': 0.1706915839591634}), (, {'error': 0.2366196244094927}), (, {'error': 0.19968444641072375}), (, {'error': 0.02168278598705098}), (, {'error': 3.4085777871620406}), (, {'error': 0.19569466945413627}), (, {'error': 0.08886252494475944})]) -Toy 24/25 -Time taken: 2 h, 22 min -Projected time left: 5 min, 57 s -Toy 24: Generating data... -Directory data/zfit_toys/toy_24 Created -Toy 24: Data generation finished -Toy 24: Loading data... -Toy 24: Loading data finished -Toy 24: Fitting pdf... ------------------------------------------------------------------- -| FCN = 2.973E+05 | Ncalls=1375 (1375 total) | -| EDM = 0.000283 (Goal: 5E-06) | up = 0.5 | ------------------------------------------------------------------- -| Valid Min. | Valid Param. | Above EDM | Reached call limit | ------------------------------------------------------------------- -| True | True | False | False | ------------------------------------------------------------------- -| Hesse failed | Has cov. | Accurate | Pos. def. | Forced | ------------------------------------------------------------------- -| False | True | False | False | True | ------------------------------------------------------------------- -Function minimum: 297294.1420361822 ----------------------------------------------------------------------------------------------- -| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed | ----------------------------------------------------------------------------------------------- -| 0 | DDstar_p | -6.283 | 0.030 | | |-6.28319 | 6.28319 | | -| 1 | rho_s | 0.96 | 0.29 | | |0.0253049| 2.0747 | | -| 2 | Dbar_p | -4.02 | 0.20 | | |-6.28319 | 6.28319 | | -| 3 | rho_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | | -| 4 | bplus_2 | -0.26 | 0.07 | | | -2 | 2 | | -| 5 | p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | | -| 6 | jpsi_p | 4.755 | 0.025 | | |-6.28319 | 6.28319 | | -| 7 | psi2s_p | 2.163 | 0.026 | | |-6.28319 | 6.28319 | | -| 8 | phi_s | 20.5 | 1.2 | | | 14.8182 | 23.5818 | | -| 9 | DDstar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | | -| 10| bplus_1 | -0.760 | 0.030 | | | -2 | 2 | | -| 11| p4040_p | 4.63 | 0.29 | | |-6.28319 | 6.28319 | | -| 12| phi_p | 0.62 | 0.24 | | |-6.28319 | 6.28319 | | -| 13| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | | -| 14| bplus_0 | 0.412 | 0.016 | | | -2 | 2 | | -| 15| omega_p | -0.18 | 0.37 | | |-6.28319 | 6.28319 | | -| 16| p4040_s | 0.62 | 0.16 | | |0.00501244| 2.01499 | | -| 17| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | | -| 18| p4415_p | 4.35 | 0.16 | | |-6.28319 | 6.28319 | | -| 19| Ctt | 0.028 | 0.171 | | | -1.5 | 1.5 | | -| 20| Dbar_s | -0.300 | 0.006 | | | -0.3 | 0.3 | | -| 21| omega_s | 4.2 | 0.6 | | | 4.19232 | 9.40768 | | -| 22| p4415_s | 1.33 | 0.19 | | |0.126447 | 2.35355 | | -| 23| p3770_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | | ----------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| | DDstar_p rho_s Dbar_p rho_p bplus_2 p4160_p jpsi_p psi2s_p phi_s DDstar_s bplus_1 p4040_p phi_p p3770_s bplus_0 omega_p p4040_s p4160_s p4415_p Ctt Dbar_s omega_s p4415_s p3770_p | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -| DDstar_p | 1.000 0.000 0.003 0.000 0.003 0.015 0.024 0.019 0.000 0.013 -0.002 0.005 0.000 0.000 0.000 0.000 0.004 0.003 0.011 0.004 -0.000 -0.000 0.001 -0.000 | -| rho_s | 0.000 1.000 0.010 -0.087 -0.225 -0.013 0.076 0.008 0.130 -0.016 -0.199 -0.006 0.211 0.000 0.222 0.327 -0.040 -0.041 -0.050 -0.080 -0.000 -0.098 0.003 -0.000 | -| Dbar_p | 0.003 0.010 1.000 0.041 -0.059 0.053 0.261 0.095 -0.011 0.011 0.170 0.001 -0.003 0.005 0.021 -0.005 -0.116 -0.058 -0.040 -0.209 0.007 -0.001 0.011 -0.002 | -| rho_p | 0.000 -0.087 0.041 1.000 0.264 0.002 -0.086 0.009 -0.167 -0.009 -0.110 -0.008 -0.164 -0.000 0.161 -0.284 0.075 0.085 0.059 0.112 -0.000 -0.005 0.032 0.000 | -| bplus_2 | 0.003 -0.225 -0.059 0.264 1.000 0.049 0.090 -0.101 -0.154 0.083 -0.196 -0.002 -0.092 -0.000 -0.038 -0.058 0.102 0.133 0.236 0.666 0.003 0.011 -0.081 0.003 | -| p4160_p | 0.015 -0.013 0.053 0.002 0.049 1.000 -0.012 -0.092 -0.010 -0.005 -0.102 0.363 -0.006 0.003 0.018 -0.001 -0.451 -0.141 0.294 -0.339 0.008 0.001 -0.028 -0.002 | -| jpsi_p | 0.024 0.076 0.261 -0.086 0.090 -0.012 1.000 -0.073 0.035 0.014 0.007 -0.037 0.013 0.001 -0.083 0.019 -0.071 -0.047 0.004 0.197 0.015 -0.006 -0.040 0.001 | -| psi2s_p | 0.019 0.008 0.095 0.009 -0.101 -0.092 -0.073 1.000 -0.011 0.029 0.070 -0.154 -0.009 0.005 0.008 -0.001 -0.150 -0.107 -0.093 -0.004 0.017 -0.001 -0.013 0.007 | -| phi_s | 0.000 0.130 -0.011 -0.167 -0.154 -0.010 0.035 -0.011 1.000 -0.002 0.006 -0.003 0.750 0.000 -0.021 0.063 -0.041 -0.044 -0.038 -0.056 0.000 -0.009 -0.011 0.000 | -| DDstar_s | 0.013 -0.016 0.011 -0.009 0.083 -0.005 0.014 0.029 -0.002 1.000 -0.128 -0.018 -0.001 -0.001 0.003 0.001 0.056 0.035 0.043 0.050 -0.001 0.001 0.013 0.000 | -| bplus_1 | -0.002 -0.199 0.170 -0.110 -0.196 -0.102 0.007 0.070 0.006 -0.128 1.000 -0.075 -0.021 -0.000 -0.902 0.001 0.052 0.052 -0.109 -0.087 -0.003 0.017 0.147 -0.000 | -| p4040_p | 0.005 -0.006 0.001 -0.008 -0.002 0.363 -0.037 -0.154 -0.003 -0.018 -0.075 1.000 -0.002 0.003 0.013 0.001 -0.133 0.240 0.201 -0.338 0.004 0.000 -0.033 -0.001 | -| phi_p | 0.000 0.211 -0.003 -0.164 -0.092 -0.006 0.013 -0.009 0.750 -0.001 -0.021 -0.002 1.000 0.000 0.010 0.070 -0.024 -0.025 -0.023 -0.030 0.000 -0.019 -0.006 0.000 | -| p3770_s | 0.000 0.000 0.005 -0.000 -0.000 0.003 0.001 0.005 0.000 -0.001 -0.000 0.003 0.000 1.000 0.000 0.000 -0.002 -0.001 0.001 -0.002 0.000 -0.000 -0.001 -0.001 | -| bplus_0 | 0.000 0.222 0.021 0.161 -0.038 0.018 -0.083 0.008 -0.021 0.003 -0.902 0.013 0.010 0.000 1.000 -0.007 0.022 0.034 0.020 -0.031 0.000 -0.019 0.014 -0.001 | -| omega_p | 0.000 0.327 -0.005 -0.284 -0.058 -0.001 0.019 -0.001 0.063 0.001 0.001 0.001 0.070 0.000 -0.007 1.000 -0.015 -0.016 -0.013 -0.024 0.000 0.053 -0.005 -0.000 | -| p4040_s | 0.004 -0.040 -0.116 0.075 0.102 -0.451 -0.071 -0.150 -0.041 0.056 0.052 -0.133 -0.024 -0.002 0.022 -0.015 1.000 0.248 -0.165 0.240 0.002 0.001 0.191 -0.000 | -| p4160_s | 0.003 -0.041 -0.058 0.085 0.133 -0.141 -0.047 -0.107 -0.044 0.035 0.052 0.240 -0.025 -0.001 0.034 -0.016 0.248 1.000 -0.197 0.260 0.001 0.001 0.307 0.001 | -| p4415_p | 0.011 -0.050 -0.040 0.059 0.236 0.294 0.004 -0.093 -0.038 0.043 -0.109 0.201 -0.023 0.001 0.020 -0.013 -0.165 -0.197 1.000 -0.035 0.005 0.002 -0.137 -0.001 | -| Ctt | 0.004 -0.080 -0.209 0.112 0.666 -0.339 0.197 -0.004 -0.056 0.050 -0.087 -0.338 -0.030 -0.002 -0.031 -0.024 0.240 0.260 -0.035 1.000 0.009 0.003 0.199 0.007 | -| Dbar_s | -0.000 -0.000 0.007 -0.000 0.003 0.008 0.015 0.017 0.000 -0.001 -0.003 0.004 0.000 0.000 0.000 0.000 0.002 0.001 0.005 0.009 1.000 0.000 -0.000 -0.000 | -| omega_s | -0.000 -0.098 -0.001 -0.005 0.011 0.001 -0.006 -0.001 -0.009 0.001 0.017 0.000 -0.019 -0.000 -0.019 0.053 0.001 0.001 0.002 0.003 0.000 1.000 -0.001 0.000 | -| p4415_s | 0.001 0.003 0.011 0.032 -0.081 -0.028 -0.040 -0.013 -0.011 0.013 0.147 -0.033 -0.006 -0.001 0.014 -0.005 0.191 0.307 -0.137 0.199 -0.000 -0.001 1.000 0.001 | -| p3770_p | -0.000 -0.000 -0.002 0.000 0.003 -0.002 0.001 0.007 0.000 0.000 -0.000 -0.001 0.000 -0.001 -0.001 -0.000 -0.000 0.001 -0.001 0.007 -0.000 0.000 0.001 1.000 | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hesse errors: OrderedDict([(, {'error': 0.030103933327719545}), (, {'error': 0.2925786950845672}), (, {'error': 0.19742619244892334}), (, {'error': 0.4360258621285156}), (, {'error': 0.07096955951872186}), (, {'error': 0.0976650391630467}), (, {'error': 0.02465839230978517}), (, {'error': 0.02573764937406864}), (, {'error': 1.2147690416988777}), (, {'error': 0.06193360853489549}), (, {'error': 0.030410820845678477}), (, {'error': 0.29411107687954985}), (, {'error': 0.2400027726054632}), (, {'error': 0.010999751699307836}), (, {'error': 0.01615901749417037}), (, {'error': 0.36807368529322027}), (, {'error': 0.16288219272762844}), (, {'error': 0.16692206989197356}), (, {'error': 0.16129162881549242}), (, {'error': 0.17078200876266336}), (, {'error': 0.005889068124238506}), (, {'error': 0.559787443097759}), (, {'error': 0.18922921308160923}), (, {'error': 0.010251950918531705})]) -Toy 25/25 -Time taken: 2 h, 29 min -Projected time left: -19/25 fits converged -Mean Ctt value = -0.45687261886333086 -Mean Ctt error = 0.18921314104492237 -95 Sensitivy = 0.0003007335470503198 -Simulation ended